From eb1360951c58440c6102864da247aeae22b79c41 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 17:15:32 +0200 Subject: [PATCH 001/160] Refactoring --- Cosette/Engine/Ai/Search/NegaMax.cs | 26 +++++++++++-------- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 4 +-- Cosette/Engine/Ai/Search/SearchConstants.cs | 1 + .../TranspositionTableEntryType.cs | 4 +-- Cosette/Engine/Moves/Move.cs | 3 ++- Cosette/Engine/Perft/AdvancedPerft.cs | 3 ++- Cosette/Engine/Perft/DividedPerft.cs | 5 ++-- Cosette/Engine/Perft/SimplePerft.cs | 3 ++- Cosette/Engine/Perft/VerificationPerft.cs | 3 ++- 9 files changed, 31 insertions(+), 21 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 67b496c..28d4818 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -58,12 +58,22 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, { switch (entry.Type) { + case TranspositionTableEntryType.AlphaScore: + { + if (entry.Score < beta) + { + beta = entry.Score; + } + + break; + } + case TranspositionTableEntryType.ExactScore: { return entry.Score; } - case TranspositionTableEntryType.LowerBound: + case TranspositionTableEntryType.BetaScore: { if (entry.Score > alpha) { @@ -73,12 +83,6 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, break; } - - case TranspositionTableEntryType.UpperBound: - { - beta = Math.Min(beta, entry.Score); - break; - } } if (alpha >= beta) @@ -115,8 +119,8 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, } } - Span moves = stackalloc Move[128]; - Span moveValues = stackalloc int[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; + Span moveValues = stackalloc int[SearchConstants.MaxMovesCount]; var movesCount = board.GetAvailableMoves(moves); MoveOrdering.AssignValues(board, moves, moveValues, movesCount, depth, entry); @@ -193,8 +197,8 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, alpha = 0; } - var entryType = alpha <= originalAlpha ? TranspositionTableEntryType.UpperBound : - alpha >= beta ? TranspositionTableEntryType.LowerBound : + var entryType = alpha <= originalAlpha ? TranspositionTableEntryType.AlphaScore : + alpha >= beta ? TranspositionTableEntryType.BetaScore : TranspositionTableEntryType.ExactScore; TranspositionTable.Add(board.Hash, (byte)depth, (short)alpha, bestMove, entryType); diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 10fdc41..3e9d6bb 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -36,8 +36,8 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, alpha = standPat; } - Span moves = stackalloc Move[128]; - Span moveValues = stackalloc int[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; + Span moveValues = stackalloc int[SearchConstants.MaxMovesCount]; var movesCount = board.GetAvailableQMoves(moves); MoveOrdering.AssignQValues(board, moves, moveValues, movesCount); diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 6adb6c8..f7b9688 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -5,6 +5,7 @@ public static class SearchConstants public const int MinValue = -10000000; public const int MaxValue = 10000000; public const int MaxDepth = 32; + public const int MaxMovesCount = 128; public const int DefaultHashTableSize = 8; public const int DefaultPawnHashTableSize = 8; diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs index 4025673..a57f305 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs @@ -4,7 +4,7 @@ public enum TranspositionTableEntryType : byte { Invalid, ExactScore, - LowerBound, - UpperBound + BetaScore, + AlphaScore } } diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index 03c85e2..5bb8e07 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -1,4 +1,5 @@ using System; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; @@ -43,7 +44,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) var to = Position.FromText(textNotation.Substring(2, 2)); var flags = textNotation.Length == 5 ? GetMoveFlags(textNotation[4]) : MoveFlags.None; - Span moves = stackalloc Move[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = board.GetAvailableMoves(moves); for (var i = 0; i < movesCount; i++) diff --git a/Cosette/Engine/Perft/AdvancedPerft.cs b/Cosette/Engine/Perft/AdvancedPerft.cs index 9354e6d..b13d84a 100644 --- a/Cosette/Engine/Perft/AdvancedPerft.cs +++ b/Cosette/Engine/Perft/AdvancedPerft.cs @@ -1,5 +1,6 @@ using System; using System.Diagnostics; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -21,7 +22,7 @@ public static AdvancedPerftResult Run(BoardState boardState, int depth) private static void Perft(BoardState boardState, int depth, AdvancedPerftResult result) { - Span moves = stackalloc Move[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = boardState.GetAvailableMoves(moves); if (depth <= 0) diff --git a/Cosette/Engine/Perft/DividedPerft.cs b/Cosette/Engine/Perft/DividedPerft.cs index a66dd85..cc93682 100644 --- a/Cosette/Engine/Perft/DividedPerft.cs +++ b/Cosette/Engine/Perft/DividedPerft.cs @@ -1,4 +1,5 @@ using System; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -10,7 +11,7 @@ public static class DividedPerft { public static DividedPerftResult Run(BoardState boardState, int depth) { - Span moves = stackalloc Move[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = boardState.GetAvailableMoves(moves); var result = new DividedPerftResult(); @@ -42,7 +43,7 @@ private static ulong Perft(BoardState boardState, int depth) return 1; } - Span moves = stackalloc Move[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = boardState.GetAvailableMoves(moves); ulong nodes = 0; diff --git a/Cosette/Engine/Perft/SimplePerft.cs b/Cosette/Engine/Perft/SimplePerft.cs index 127de6f..84e97d1 100644 --- a/Cosette/Engine/Perft/SimplePerft.cs +++ b/Cosette/Engine/Perft/SimplePerft.cs @@ -1,5 +1,6 @@ using System; using System.Diagnostics; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -32,7 +33,7 @@ private static ulong Perft(BoardState boardState, int depth) return 1; } - Span moves = stackalloc Move[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = boardState.GetAvailableMoves(moves); ulong nodes = 0; diff --git a/Cosette/Engine/Perft/VerificationPerft.cs b/Cosette/Engine/Perft/VerificationPerft.cs index ff9bfd1..74fd391 100644 --- a/Cosette/Engine/Perft/VerificationPerft.cs +++ b/Cosette/Engine/Perft/VerificationPerft.cs @@ -1,5 +1,6 @@ using System; using System.Diagnostics; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -33,7 +34,7 @@ private static ulong Perft(BoardState boardState, int depth, ref bool verificati return 1; } - Span moves = stackalloc Move[128]; + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = boardState.GetAvailableMoves(moves); ulong nodes = 0; From f617cea5e0a3b4e6c6df9f67c78c0fb53d70095f Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 17:34:06 +0200 Subject: [PATCH 002/160] Refactoring --- Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs | 5 ++--- Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 2 +- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 4 +--- Cosette/Engine/Ai/Score/Evaluation.cs | 7 +------ .../Ai/Score/Evaluators/CastlingEvaluator.cs | 3 +-- .../Ai/Score/Evaluators/KingSafetyEvaluator.cs | 3 +-- .../Ai/Score/Evaluators/MaterialEvaluator.cs | 3 +-- .../Ai/Score/Evaluators/MobilityEvaluator.cs | 3 +-- .../Score/Evaluators/PawnStructureEvaluator.cs | 3 +-- .../Ai/Score/Evaluators/PositionEvaluator.cs | 3 +-- Cosette/Engine/Ai/Search/NegaMax.cs | 1 - Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 2 +- Cosette/Engine/Ai/Transposition/PawnHashTable.cs | 1 - .../Ai/Transposition/TranspositionTable.cs | 1 - Cosette/Engine/Board/BoardState.cs | 5 +---- Cosette/Engine/Board/ZobristHashing.cs | 13 +++++-------- Cosette/Engine/Common/BitOperations.cs | 3 +-- Cosette/Engine/Common/Castling.cs | 2 -- Cosette/Engine/Common/ColorOperations.cs | 4 +--- Cosette/Engine/Common/FastStack.cs | 6 ++---- Cosette/Engine/Fen/FenParser.cs | 1 - Cosette/Engine/Moves/BishopMovesGenerator.cs | 3 +-- Cosette/Engine/Moves/KingMovesGenerator.cs | 3 +-- Cosette/Engine/Moves/KnightMovesGenerator.cs | 3 +-- Cosette/Engine/Moves/Magic/MagicBitboards.cs | 3 +-- .../Engine/Moves/Patterns/BoxPatternGenerator.cs | 11 +++++------ .../Moves/Patterns/DiagonalPatternGenerator.cs | 11 +++++------ .../Moves/Patterns/FilePatternGenerator.cs | 11 +++++------ .../Moves/Patterns/JumpPatternGenerator.cs | 11 +++++------ .../Moves/Patterns/RankPatternGenerator.cs | 11 +++++------ Cosette/Engine/Moves/QueenMovesGenerator.cs | 3 +-- Cosette/Engine/Moves/RookMovesGenerator.cs | 3 +-- Cosette/Engine/Perft/VerificationPerft.cs | 1 - .../Interactive/Commands/AdvancedPerftCommand.cs | 8 ++------ Cosette/Interactive/Commands/BenchmarkCommand.cs | 16 +++------------- .../Interactive/Commands/DividedPerftCommand.cs | 10 ++-------- Cosette/Interactive/Commands/HelpCommand.cs | 7 +++---- Cosette/Interactive/Commands/MagicCommand.cs | 5 ++--- .../Interactive/Commands/SimplePerftCommand.cs | 10 ++-------- Cosette/Interactive/Commands/UciCommand.cs | 12 ++---------- Cosette/Interactive/Commands/VerifyCommand.cs | 13 ++----------- Cosette/Interactive/InteractiveConsole.cs | 16 ++++++++-------- Cosette/Logs/LogManager.cs | 4 ++-- Cosette/Program.cs | 9 +-------- Cosette/Uci/Commands/DebugCommand.cs | 6 ++---- Cosette/Uci/Commands/GoCommand.cs | 8 ++------ Cosette/Uci/Commands/IsReadyCommand.cs | 6 ++---- Cosette/Uci/Commands/PositionCommand.cs | 2 +- Cosette/Uci/Commands/SetOptionCommand.cs | 3 +-- Cosette/Uci/Commands/StopCommand.cs | 3 +-- Cosette/Uci/Commands/UciNewGameCommand.cs | 6 ++---- Cosette/Uci/UciClient.cs | 9 +++------ Cosette/Uci/UciGame.cs | 5 +---- 53 files changed, 97 insertions(+), 210 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index 3631ee9..28a32a1 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -1,11 +1,10 @@ -using System; -using Cosette.Engine.Common; +using Cosette.Engine.Common; namespace Cosette.Engine.Ai.Ordering { public static class HistoryHeuristic { - private static int[][][] _historyMoves; + private static readonly int[][][] _historyMoves; static HistoryHeuristic() { diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index 4e20fc9..5dbcd10 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -6,7 +6,7 @@ namespace Cosette.Engine.Ai.Ordering { public static class KillerHeuristic { - private static Move[][][] _killerMoves; + private static readonly Move[][][] _killerMoves; static KillerHeuristic() { diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index d1b4157..8792aff 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -1,12 +1,10 @@ using System; -using Cosette.Engine.Ai.Ordering; -using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; -namespace Cosette.Engine.Ai.Search +namespace Cosette.Engine.Ai.Ordering { public static class MoveOrdering { diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index bd7a576..0a79efb 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -1,11 +1,6 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Ai.Score.Evaluators; -using Cosette.Engine.Ai.Score.PieceSquareTables; -using Cosette.Engine.Ai.Transposition; +using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Board; -using Cosette.Engine.Board.Operators; using Cosette.Engine.Common; -using Cosette.Engine.Moves.Patterns; namespace Cosette.Engine.Ai.Score { diff --git a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs index c74069d..b77e1ec 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Common; namespace Cosette.Engine.Ai.Score.Evaluators diff --git a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs index b6e2606..9845a72 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves.Patterns; diff --git a/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs index 5ef0cf7..e621eee 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Common; namespace Cosette.Engine.Ai.Score.Evaluators diff --git a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs index 4b213ae..8fb6250 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Board.Operators; using Cosette.Engine.Common; diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 98e1a68..ed74f13 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Ai.Transposition; +using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves.Patterns; diff --git a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs index 0c5ca5c..e9d202a 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Common; namespace Cosette.Engine.Ai.Score.Evaluators diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 28d4818..ce1c10a 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -1,5 +1,4 @@ using System; -using System.Runtime.CompilerServices; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Transposition; diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 3e9d6bb..78e3b02 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -1,6 +1,6 @@ using System; +using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; -using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; diff --git a/Cosette/Engine/Ai/Transposition/PawnHashTable.cs b/Cosette/Engine/Ai/Transposition/PawnHashTable.cs index 8cd07e8..4fe7b4c 100644 --- a/Cosette/Engine/Ai/Transposition/PawnHashTable.cs +++ b/Cosette/Engine/Ai/Transposition/PawnHashTable.cs @@ -1,5 +1,4 @@ using System; -using System.Runtime.CompilerServices; namespace Cosette.Engine.Ai.Transposition { diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 126a44c..350f0e3 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -1,5 +1,4 @@ using System; -using System.Runtime.CompilerServices; using Cosette.Engine.Moves; namespace Cosette.Engine.Ai.Transposition diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index dd3be4e..33b129a 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -1,7 +1,4 @@ using System; -using System.Runtime.CompilerServices; -using System.Runtime.InteropServices; -using Cosette.Engine.Ai; using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Score.PieceSquareTables; using Cosette.Engine.Board.Operators; @@ -33,7 +30,7 @@ public class BoardState private readonly FastStack _hashes; private readonly FastStack _pawnHashes; - private int _materialAtOpening; + private readonly int _materialAtOpening; public BoardState() { diff --git a/Cosette/Engine/Board/ZobristHashing.cs b/Cosette/Engine/Board/ZobristHashing.cs index bb9fd96..2e665ea 100644 --- a/Cosette/Engine/Board/ZobristHashing.cs +++ b/Cosette/Engine/Board/ZobristHashing.cs @@ -1,7 +1,4 @@ using System; -using System.Net; -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Common.Extensions; @@ -9,11 +6,11 @@ namespace Cosette.Engine.Board { public static class ZobristHashing { - private static ulong[][][] _fieldHashes; - private static ulong[] _castlingHashes; - private static ulong[] _enPassantHashes; - private static ulong _blackSideHash; - private static Random _random; + private static readonly ulong[][][] _fieldHashes; + private static readonly ulong[] _castlingHashes; + private static readonly ulong[] _enPassantHashes; + private static readonly ulong _blackSideHash; + private static readonly Random _random; static ZobristHashing() { diff --git a/Cosette/Engine/Common/BitOperations.cs b/Cosette/Engine/Common/BitOperations.cs index a1a6599..d0f468b 100644 --- a/Cosette/Engine/Common/BitOperations.cs +++ b/Cosette/Engine/Common/BitOperations.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using System.Runtime.Intrinsics.X86; +using System.Runtime.Intrinsics.X86; namespace Cosette.Engine.Common { diff --git a/Cosette/Engine/Common/Castling.cs b/Cosette/Engine/Common/Castling.cs index 82887cf..11bf756 100644 --- a/Cosette/Engine/Common/Castling.cs +++ b/Cosette/Engine/Common/Castling.cs @@ -1,6 +1,4 @@ using System; -using System.Collections.Generic; -using System.Text; namespace Cosette.Engine.Common { diff --git a/Cosette/Engine/Common/ColorOperations.cs b/Cosette/Engine/Common/ColorOperations.cs index a1e56a6..8bc01bf 100644 --- a/Cosette/Engine/Common/ColorOperations.cs +++ b/Cosette/Engine/Common/ColorOperations.cs @@ -1,6 +1,4 @@ -using System.Runtime.CompilerServices; - -namespace Cosette.Engine.Common +namespace Cosette.Engine.Common { public static class ColorOperations { diff --git a/Cosette/Engine/Common/FastStack.cs b/Cosette/Engine/Common/FastStack.cs index 545e06a..710a6a0 100644 --- a/Cosette/Engine/Common/FastStack.cs +++ b/Cosette/Engine/Common/FastStack.cs @@ -1,10 +1,8 @@ -using System.Runtime.CompilerServices; - -namespace Cosette.Engine.Common +namespace Cosette.Engine.Common { public class FastStack { - private T[] _stack; + private readonly T[] _stack; private int _pointer; public FastStack(int capacity) diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenParser.cs index 6045933..82f0f13 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenParser.cs @@ -1,5 +1,4 @@ using System; -using System.Linq; using Cosette.Engine.Board; using Cosette.Engine.Common; diff --git a/Cosette/Engine/Moves/BishopMovesGenerator.cs b/Cosette/Engine/Moves/BishopMovesGenerator.cs index 89dc888..8aa5d40 100644 --- a/Cosette/Engine/Moves/BishopMovesGenerator.cs +++ b/Cosette/Engine/Moves/BishopMovesGenerator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Moves.Magic; +using Cosette.Engine.Moves.Magic; namespace Cosette.Engine.Moves { diff --git a/Cosette/Engine/Moves/KingMovesGenerator.cs b/Cosette/Engine/Moves/KingMovesGenerator.cs index 13d5db6..074a084 100644 --- a/Cosette/Engine/Moves/KingMovesGenerator.cs +++ b/Cosette/Engine/Moves/KingMovesGenerator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Moves.Patterns; +using Cosette.Engine.Moves.Patterns; namespace Cosette.Engine.Moves { diff --git a/Cosette/Engine/Moves/KnightMovesGenerator.cs b/Cosette/Engine/Moves/KnightMovesGenerator.cs index 40f0824..64faa8a 100644 --- a/Cosette/Engine/Moves/KnightMovesGenerator.cs +++ b/Cosette/Engine/Moves/KnightMovesGenerator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Moves.Patterns; +using Cosette.Engine.Moves.Patterns; namespace Cosette.Engine.Moves { diff --git a/Cosette/Engine/Moves/Magic/MagicBitboards.cs b/Cosette/Engine/Moves/Magic/MagicBitboards.cs index 0fc98dd..948c11e 100644 --- a/Cosette/Engine/Moves/Magic/MagicBitboards.cs +++ b/Cosette/Engine/Moves/Magic/MagicBitboards.cs @@ -1,5 +1,4 @@ using System; -using System.Runtime.CompilerServices; using Cosette.Engine.Board; using Cosette.Engine.Common.Extensions; using Cosette.Engine.Moves.Patterns; @@ -10,7 +9,7 @@ public static class MagicBitboards { private static MagicContainer[] _rookMagicArray; private static MagicContainer[] _bishopMagicArray; - private static Random _random; + private static readonly Random _random; static MagicBitboards() { diff --git a/Cosette/Engine/Moves/Patterns/BoxPatternGenerator.cs b/Cosette/Engine/Moves/Patterns/BoxPatternGenerator.cs index 374bf54..9a00bbc 100644 --- a/Cosette/Engine/Moves/Patterns/BoxPatternGenerator.cs +++ b/Cosette/Engine/Moves/Patterns/BoxPatternGenerator.cs @@ -1,23 +1,22 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; namespace Cosette.Engine.Moves.Patterns { public static class BoxPatternGenerator { - private static readonly ulong[] Patterns = new ulong[64]; + private static readonly ulong[] _patterns = new ulong[64]; static BoxPatternGenerator() { - for (var i = 0; i < Patterns.Length; i++) + for (var i = 0; i < _patterns.Length; i++) { - Patterns[i] = GetPatternForField(i); + _patterns[i] = GetPatternForField(i); } } public static ulong GetPattern(int fieldIndex) { - return Patterns[fieldIndex]; + return _patterns[fieldIndex]; } private static ulong GetPatternForField(int fieldIndex) diff --git a/Cosette/Engine/Moves/Patterns/DiagonalPatternGenerator.cs b/Cosette/Engine/Moves/Patterns/DiagonalPatternGenerator.cs index 2fee5b3..42653fc 100644 --- a/Cosette/Engine/Moves/Patterns/DiagonalPatternGenerator.cs +++ b/Cosette/Engine/Moves/Patterns/DiagonalPatternGenerator.cs @@ -1,28 +1,27 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Common; +using Cosette.Engine.Common; namespace Cosette.Engine.Moves.Patterns { public static class DiagonalPatternGenerator { - private static readonly ulong[] Patterns = new ulong[64]; + private static readonly ulong[] _patterns = new ulong[64]; static DiagonalPatternGenerator() { - for (var i = 0; i < Patterns.Length; i++) + for (var i = 0; i < _patterns.Length; i++) { var rightTopPattern = GetPatternForField(i, new Position(-1, 1)); var leftTopPattern = GetPatternForField(i, new Position(1, 1)); var rightBottomPattern = GetPatternForField(i, new Position(-1, -1)); var leftBottomPattern = GetPatternForField(i, new Position(1, -1)); - Patterns[i] = rightTopPattern | leftTopPattern | rightBottomPattern | leftBottomPattern; + _patterns[i] = rightTopPattern | leftTopPattern | rightBottomPattern | leftBottomPattern; } } public static ulong GetPattern(int fieldIndex) { - return Patterns[fieldIndex]; + return _patterns[fieldIndex]; } private static ulong GetPatternForField(int fieldIndex, Position shift) diff --git a/Cosette/Engine/Moves/Patterns/FilePatternGenerator.cs b/Cosette/Engine/Moves/Patterns/FilePatternGenerator.cs index c9ba4e0..a81df5b 100644 --- a/Cosette/Engine/Moves/Patterns/FilePatternGenerator.cs +++ b/Cosette/Engine/Moves/Patterns/FilePatternGenerator.cs @@ -1,24 +1,23 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Common; namespace Cosette.Engine.Moves.Patterns { public static class FilePatternGenerator { - private static readonly ulong[] Patterns = new ulong[64]; + private static readonly ulong[] _patterns = new ulong[64]; static FilePatternGenerator() { - for (var i = 0; i < Patterns.Length; i++) + for (var i = 0; i < _patterns.Length; i++) { - Patterns[i] = GetPatternForField(i) & ~(1ul << i); + _patterns[i] = GetPatternForField(i) & ~(1ul << i); } } public static ulong GetPattern(int fieldIndex) { - return Patterns[fieldIndex]; + return _patterns[fieldIndex]; } private static ulong GetPatternForField(int fieldIndex) diff --git a/Cosette/Engine/Moves/Patterns/JumpPatternGenerator.cs b/Cosette/Engine/Moves/Patterns/JumpPatternGenerator.cs index d177dbe..a5e7792 100644 --- a/Cosette/Engine/Moves/Patterns/JumpPatternGenerator.cs +++ b/Cosette/Engine/Moves/Patterns/JumpPatternGenerator.cs @@ -1,23 +1,22 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; namespace Cosette.Engine.Moves.Patterns { public static class JumpPatternGenerator { - private static readonly ulong[] Patterns = new ulong[64]; + private static readonly ulong[] _patterns = new ulong[64]; static JumpPatternGenerator() { - for (var i = 0; i < Patterns.Length; i++) + for (var i = 0; i < _patterns.Length; i++) { - Patterns[i] = GetPatternForField(i); + _patterns[i] = GetPatternForField(i); } } public static ulong GetPattern(int fieldIndex) { - return Patterns[fieldIndex]; + return _patterns[fieldIndex]; } private static ulong GetPatternForField(int fieldIndex) diff --git a/Cosette/Engine/Moves/Patterns/RankPatternGenerator.cs b/Cosette/Engine/Moves/Patterns/RankPatternGenerator.cs index 9540180..ad12bf7 100644 --- a/Cosette/Engine/Moves/Patterns/RankPatternGenerator.cs +++ b/Cosette/Engine/Moves/Patterns/RankPatternGenerator.cs @@ -1,24 +1,23 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Board; +using Cosette.Engine.Board; using Cosette.Engine.Common; namespace Cosette.Engine.Moves.Patterns { public static class RankPatternGenerator { - private static readonly ulong[] Patterns = new ulong[64]; + private static readonly ulong[] _patterns = new ulong[64]; static RankPatternGenerator() { - for (var i = 0; i < Patterns.Length; i++) + for (var i = 0; i < _patterns.Length; i++) { - Patterns[i] = GetPatternForField(i) & ~(1ul << i); + _patterns[i] = GetPatternForField(i) & ~(1ul << i); } } public static ulong GetPattern(int fieldIndex) { - return Patterns[fieldIndex]; + return _patterns[fieldIndex]; } private static ulong GetPatternForField(int fieldIndex) diff --git a/Cosette/Engine/Moves/QueenMovesGenerator.cs b/Cosette/Engine/Moves/QueenMovesGenerator.cs index 13b09ed..b45b1a8 100644 --- a/Cosette/Engine/Moves/QueenMovesGenerator.cs +++ b/Cosette/Engine/Moves/QueenMovesGenerator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Moves.Magic; +using Cosette.Engine.Moves.Magic; namespace Cosette.Engine.Moves { diff --git a/Cosette/Engine/Moves/RookMovesGenerator.cs b/Cosette/Engine/Moves/RookMovesGenerator.cs index 55d42a0..2864dc6 100644 --- a/Cosette/Engine/Moves/RookMovesGenerator.cs +++ b/Cosette/Engine/Moves/RookMovesGenerator.cs @@ -1,5 +1,4 @@ -using System.Runtime.CompilerServices; -using Cosette.Engine.Moves.Magic; +using Cosette.Engine.Moves.Magic; namespace Cosette.Engine.Moves { diff --git a/Cosette/Engine/Perft/VerificationPerft.cs b/Cosette/Engine/Perft/VerificationPerft.cs index 74fd391..8473172 100644 --- a/Cosette/Engine/Perft/VerificationPerft.cs +++ b/Cosette/Engine/Perft/VerificationPerft.cs @@ -1,5 +1,4 @@ using System; -using System.Diagnostics; using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; diff --git a/Cosette/Interactive/Commands/AdvancedPerftCommand.cs b/Cosette/Interactive/Commands/AdvancedPerftCommand.cs index 9853a4a..267a9b2 100644 --- a/Cosette/Interactive/Commands/AdvancedPerftCommand.cs +++ b/Cosette/Interactive/Commands/AdvancedPerftCommand.cs @@ -1,8 +1,4 @@ -using System; -using System.Diagnostics; -using Cosette.Engine.Board; -using Cosette.Engine.Common; -using Cosette.Engine.Moves; +using Cosette.Engine.Board; using Cosette.Engine.Perft; namespace Cosette.Interactive.Commands @@ -10,7 +6,7 @@ namespace Cosette.Interactive.Commands public class AdvancedPerftCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public AdvancedPerftCommand(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 6714ac7..4650b4e 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -1,26 +1,16 @@ -using System; -using System.Diagnostics; -using System.Linq; -using System.Net; -using System.Xml.XPath; -using Cosette.Engine.Ai; +using System.Diagnostics; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Search; using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; -using Cosette.Engine.Common; using Cosette.Engine.Fen; -using Cosette.Engine.Moves; -using Cosette.Engine.Moves.Magic; -using Cosette.Engine.Perft; -using Cosette.Engine.Perft.Results; namespace Cosette.Interactive.Commands { public class BenchmarkCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public BenchmarkCommand(InteractiveConsole interactiveConsole) { @@ -83,7 +73,7 @@ private void Test(BoardState boardState, string name, int depth) _interactiveConsole.WriteLine(); } - private void IterativeDeepening_OnOnSearchUpdate(object? sender, SearchStatistics statistics) + private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics statistics) { // Main search result _interactiveConsole.WriteLine($" === Depth: {statistics.Depth}, Score: {statistics.Score}, Best: {statistics.PrincipalVariation[0]}, " + diff --git a/Cosette/Interactive/Commands/DividedPerftCommand.cs b/Cosette/Interactive/Commands/DividedPerftCommand.cs index 4cda1df..84dce69 100644 --- a/Cosette/Interactive/Commands/DividedPerftCommand.cs +++ b/Cosette/Interactive/Commands/DividedPerftCommand.cs @@ -1,10 +1,4 @@ -using System; -using System.Diagnostics; -using System.Linq; -using Cosette.Engine.Board; -using Cosette.Engine.Common; -using Cosette.Engine.Moves; -using Cosette.Engine.Moves.Magic; +using Cosette.Engine.Board; using Cosette.Engine.Perft; namespace Cosette.Interactive.Commands @@ -12,7 +6,7 @@ namespace Cosette.Interactive.Commands public class DividedPerftCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public DividedPerftCommand(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Interactive/Commands/HelpCommand.cs b/Cosette/Interactive/Commands/HelpCommand.cs index 2f60672..aebd202 100644 --- a/Cosette/Interactive/Commands/HelpCommand.cs +++ b/Cosette/Interactive/Commands/HelpCommand.cs @@ -1,5 +1,4 @@ -using System; -using System.Collections.Generic; +using System.Collections.Generic; namespace Cosette.Interactive.Commands { @@ -7,8 +6,8 @@ public class HelpCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; - private Dictionary _commands; + private readonly InteractiveConsole _interactiveConsole; + private readonly Dictionary _commands; public HelpCommand(InteractiveConsole interactiveConsole, Dictionary commands) { diff --git a/Cosette/Interactive/Commands/MagicCommand.cs b/Cosette/Interactive/Commands/MagicCommand.cs index 8530af8..be4f0bc 100644 --- a/Cosette/Interactive/Commands/MagicCommand.cs +++ b/Cosette/Interactive/Commands/MagicCommand.cs @@ -1,5 +1,4 @@ -using System; -using System.Linq; +using System.Linq; using Cosette.Engine.Moves.Magic; namespace Cosette.Interactive.Commands @@ -7,7 +6,7 @@ namespace Cosette.Interactive.Commands public class MagicCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public MagicCommand(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Interactive/Commands/SimplePerftCommand.cs b/Cosette/Interactive/Commands/SimplePerftCommand.cs index a8f5f00..4c4c94d 100644 --- a/Cosette/Interactive/Commands/SimplePerftCommand.cs +++ b/Cosette/Interactive/Commands/SimplePerftCommand.cs @@ -1,10 +1,4 @@ -using System; -using System.Diagnostics; -using System.Linq; -using Cosette.Engine.Board; -using Cosette.Engine.Common; -using Cosette.Engine.Moves; -using Cosette.Engine.Moves.Magic; +using Cosette.Engine.Board; using Cosette.Engine.Perft; namespace Cosette.Interactive.Commands @@ -12,7 +6,7 @@ namespace Cosette.Interactive.Commands public class SimplePerftCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public SimplePerftCommand(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Interactive/Commands/UciCommand.cs b/Cosette/Interactive/Commands/UciCommand.cs index a4f23fd..88fa04b 100644 --- a/Cosette/Interactive/Commands/UciCommand.cs +++ b/Cosette/Interactive/Commands/UciCommand.cs @@ -1,19 +1,11 @@ -using System; -using System.Diagnostics; -using System.Linq; -using Cosette.Engine.Board; -using Cosette.Engine.Common; -using Cosette.Engine.Moves; -using Cosette.Engine.Moves.Magic; -using Cosette.Engine.Perft; -using Cosette.Uci; +using Cosette.Uci; namespace Cosette.Interactive.Commands { public class UciCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public UciCommand(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Interactive/Commands/VerifyCommand.cs b/Cosette/Interactive/Commands/VerifyCommand.cs index d16b619..2ad1dd5 100644 --- a/Cosette/Interactive/Commands/VerifyCommand.cs +++ b/Cosette/Interactive/Commands/VerifyCommand.cs @@ -1,22 +1,13 @@ -using System; -using System.Diagnostics; -using System.Linq; -using System.Net; -using System.Xml.XPath; -using Cosette.Engine.Board; -using Cosette.Engine.Common; +using Cosette.Engine.Board; using Cosette.Engine.Fen; -using Cosette.Engine.Moves; -using Cosette.Engine.Moves.Magic; using Cosette.Engine.Perft; -using Cosette.Engine.Perft.Results; namespace Cosette.Interactive.Commands { public class VerifyCommand : ICommand { public string Description { get; } - private InteractiveConsole _interactiveConsole; + private readonly InteractiveConsole _interactiveConsole; public VerifyCommand(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Interactive/InteractiveConsole.cs b/Cosette/Interactive/InteractiveConsole.cs index 099b970..e33913b 100644 --- a/Cosette/Interactive/InteractiveConsole.cs +++ b/Cosette/Interactive/InteractiveConsole.cs @@ -9,16 +9,16 @@ namespace Cosette.Interactive { public class InteractiveConsole { - private Dictionary _commands; - private List _symbols; + private readonly Dictionary _commands; + private readonly List _symbols; - private ConsoleColor _keywordColor; - private ConsoleColor _moveColor; - private ConsoleColor _numberColor; - private ConsoleColor _symbolColor; + private readonly ConsoleColor _keywordColor; + private readonly ConsoleColor _moveColor; + private readonly ConsoleColor _numberColor; + private readonly ConsoleColor _symbolColor; - private Regex _splitRegex = new Regex(@"(\s|\,|\:|\(|\))", RegexOptions.Compiled); - private Regex _moveRegex = new Regex(@"([a-h][1-8]){2}[nbrq]?", RegexOptions.Compiled); + private readonly Regex _splitRegex = new Regex(@"(\s|\,|\:|\(|\))", RegexOptions.Compiled); + private readonly Regex _moveRegex = new Regex(@"([a-h][1-8]){2}[nbrq]?", RegexOptions.Compiled); public InteractiveConsole() { diff --git a/Cosette/Logs/LogManager.cs b/Cosette/Logs/LogManager.cs index c749b32..e6f8336 100644 --- a/Cosette/Logs/LogManager.cs +++ b/Cosette/Logs/LogManager.cs @@ -5,8 +5,8 @@ namespace Cosette.Logs { public static class LogManager { - private static string _logFile; - private static string _basePath; + private static readonly string _logFile; + private static readonly string _basePath; static LogManager() { diff --git a/Cosette/Program.cs b/Cosette/Program.cs index 00c9ef8..9501a0a 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -1,12 +1,5 @@ -using System.Diagnostics; -using System.Threading; -using Cosette.Engine.Ai; -using Cosette.Engine.Ai.Ordering; -using Cosette.Engine.Ai.Score.PieceSquareTables; -using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Ai.Transposition; -using Cosette.Engine.Common; -using Cosette.Engine.Moves; using Cosette.Engine.Moves.Magic; using Cosette.Interactive; diff --git a/Cosette/Uci/Commands/DebugCommand.cs b/Cosette/Uci/Commands/DebugCommand.cs index 431c2af..a3bd7c7 100644 --- a/Cosette/Uci/Commands/DebugCommand.cs +++ b/Cosette/Uci/Commands/DebugCommand.cs @@ -1,10 +1,8 @@ -using System; - -namespace Cosette.Uci.Commands +namespace Cosette.Uci.Commands { public class DebugCommand : IUciCommand { - private UciClient _uciClient; + private readonly UciClient _uciClient; private UciGame _uciGame; public DebugCommand(UciClient uciClient, UciGame uciGame) diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index 2b1b34d..9566f01 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -1,13 +1,9 @@ using System; using System.Collections.Generic; using System.Diagnostics; -using System.IO; using System.Linq; -using System.Threading; using System.Threading.Tasks; -using Cosette.Engine.Ai; using Cosette.Engine.Ai.Search; -using Cosette.Engine.Common; using Cosette.Engine.Moves; using Cosette.Logs; @@ -15,8 +11,8 @@ namespace Cosette.Uci.Commands { public class GoCommand : IUciCommand { - private UciClient _uciClient; - private UciGame _uciGame; + private readonly UciClient _uciClient; + private readonly UciGame _uciGame; public GoCommand(UciClient uciClient, UciGame uciGame) { diff --git a/Cosette/Uci/Commands/IsReadyCommand.cs b/Cosette/Uci/Commands/IsReadyCommand.cs index 9af4f1c..b52c819 100644 --- a/Cosette/Uci/Commands/IsReadyCommand.cs +++ b/Cosette/Uci/Commands/IsReadyCommand.cs @@ -1,10 +1,8 @@ -using System; - -namespace Cosette.Uci.Commands +namespace Cosette.Uci.Commands { public class IsReadyCommand : IUciCommand { - private UciClient _uciClient; + private readonly UciClient _uciClient; private UciGame _uciGame; public IsReadyCommand(UciClient uciClient, UciGame uciGame) diff --git a/Cosette/Uci/Commands/PositionCommand.cs b/Cosette/Uci/Commands/PositionCommand.cs index b83dd37..4c646cc 100644 --- a/Cosette/Uci/Commands/PositionCommand.cs +++ b/Cosette/Uci/Commands/PositionCommand.cs @@ -9,7 +9,7 @@ namespace Cosette.Uci.Commands public class PositionCommand : IUciCommand { private UciClient _uciClient; - private UciGame _uciGame; + private readonly UciGame _uciGame; public PositionCommand(UciClient uciClient, UciGame uciGame) { diff --git a/Cosette/Uci/Commands/SetOptionCommand.cs b/Cosette/Uci/Commands/SetOptionCommand.cs index 8ece3fc..b215ca4 100644 --- a/Cosette/Uci/Commands/SetOptionCommand.cs +++ b/Cosette/Uci/Commands/SetOptionCommand.cs @@ -1,5 +1,4 @@ -using System; -using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Ai.Transposition; namespace Cosette.Uci.Commands diff --git a/Cosette/Uci/Commands/StopCommand.cs b/Cosette/Uci/Commands/StopCommand.cs index 233933d..d0253ed 100644 --- a/Cosette/Uci/Commands/StopCommand.cs +++ b/Cosette/Uci/Commands/StopCommand.cs @@ -1,5 +1,4 @@ -using System; -using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Search; namespace Cosette.Uci.Commands { diff --git a/Cosette/Uci/Commands/UciNewGameCommand.cs b/Cosette/Uci/Commands/UciNewGameCommand.cs index 5396ab7..5e408f8 100644 --- a/Cosette/Uci/Commands/UciNewGameCommand.cs +++ b/Cosette/Uci/Commands/UciNewGameCommand.cs @@ -1,11 +1,9 @@ -using System; - -namespace Cosette.Uci.Commands +namespace Cosette.Uci.Commands { public class UciNewGameCommand : IUciCommand { private UciClient _uciClient; - private UciGame _uciGame; + private readonly UciGame _uciGame; public UciNewGameCommand(UciClient uciClient, UciGame uciGame) { diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 802cce2..0718000 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -2,11 +2,8 @@ using System.Collections.Generic; using System.Linq; using System.Text; -using Cosette.Engine.Ai; -using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Ai.Search; -using Cosette.Engine.Common; using Cosette.Engine.Moves; using Cosette.Interactive; using Cosette.Logs; @@ -16,11 +13,11 @@ namespace Cosette.Uci { public class UciClient { - private UciGame _uciGame; + private readonly UciGame _uciGame; private bool _debugMode; - private InteractiveConsole _interactiveConsole; - private Dictionary _commands; + private readonly InteractiveConsole _interactiveConsole; + private readonly Dictionary _commands; public UciClient(InteractiveConsole interactiveConsole) { diff --git a/Cosette/Uci/UciGame.cs b/Cosette/Uci/UciGame.cs index 490acba..3667aa1 100644 --- a/Cosette/Uci/UciGame.cs +++ b/Cosette/Uci/UciGame.cs @@ -1,7 +1,4 @@ -using System; -using System.Threading.Tasks; -using Cosette.Engine.Ai; -using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Fen; From 23e762d0f27e515bfb198a8105c7c602afc557d3 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 17:45:52 +0200 Subject: [PATCH 003/160] Fix warnings --- Cosette.Tests/Cosette.Tests.csproj | 2 ++ Cosette.sln | 40 +++++++++++++++--------------- Cosette/Cosette.csproj | 27 ++++++++++++++++++++ Cosette/Engine/Common/Position.cs | 15 +++++++++++ Cosette/Engine/Moves/Move.cs | 20 +++++++++++++++ 5 files changed, 84 insertions(+), 20 deletions(-) diff --git a/Cosette.Tests/Cosette.Tests.csproj b/Cosette.Tests/Cosette.Tests.csproj index bafcacf..4650cbe 100644 --- a/Cosette.Tests/Cosette.Tests.csproj +++ b/Cosette.Tests/Cosette.Tests.csproj @@ -6,6 +6,8 @@ false Debug;Release;BMI;CCRL + + x64 diff --git a/Cosette.sln b/Cosette.sln index cbf8e43..3a88bd1 100644 --- a/Cosette.sln +++ b/Cosette.sln @@ -16,28 +16,28 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Solution Items", "Solution EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution - BMI|Any CPU = BMI|Any CPU - CCRL|Any CPU = CCRL|Any CPU - Debug|Any CPU = Debug|Any CPU - Release|Any CPU = Release|Any CPU + BMI|x64 = BMI|x64 + CCRL|x64 = CCRL|x64 + Debug|x64 = Debug|x64 + Release|x64 = Release|x64 EndGlobalSection GlobalSection(ProjectConfigurationPlatforms) = postSolution - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|Any CPU.ActiveCfg = BMI|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|Any CPU.Build.0 = BMI|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|Any CPU.ActiveCfg = CCRL|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|Any CPU.Build.0 = CCRL|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|Any CPU.ActiveCfg = Debug|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|Any CPU.Build.0 = Debug|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|Any CPU.ActiveCfg = Release|Any CPU - {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|Any CPU.Build.0 = Release|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|Any CPU.ActiveCfg = BMI|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|Any CPU.Build.0 = BMI|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|Any CPU.ActiveCfg = CCRL|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|Any CPU.Build.0 = CCRL|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|Any CPU.ActiveCfg = Debug|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|Any CPU.Build.0 = Debug|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|Any CPU.ActiveCfg = Release|Any CPU - {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|Any CPU.Build.0 = Release|Any CPU + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|x64.ActiveCfg = BMI|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|x64.Build.0 = BMI|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|x64.ActiveCfg = CCRL|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|x64.Build.0 = CCRL|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|x64.ActiveCfg = Debug|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|x64.Build.0 = Debug|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|x64.ActiveCfg = Release|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|x64.Build.0 = Release|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|x64.ActiveCfg = BMI|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|x64.Build.0 = BMI|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|x64.ActiveCfg = CCRL|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|x64.Build.0 = CCRL|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|x64.ActiveCfg = Debug|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|x64.Build.0 = Debug|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|x64.ActiveCfg = Release|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|x64.Build.0 = Release|x64 EndGlobalSection GlobalSection(SolutionProperties) = preSolution HideSolutionNode = FALSE diff --git a/Cosette/Cosette.csproj b/Cosette/Cosette.csproj index 362109d..2085427 100644 --- a/Cosette/Cosette.csproj +++ b/Cosette/Cosette.csproj @@ -4,6 +4,7 @@ Exe netcoreapp3.1 Debug;Release;BMI;CCRL + AnyCPU;x64 @@ -12,12 +13,24 @@ TRACE;DEBUG;UCI_DEBUG_OUTPUT;LOGGER + + true + x64 + TRACE;DEBUG;UCI_DEBUG_OUTPUT;LOGGER + + true x64 TRACE;UCI_DEBUG_OUTPUT;LOGGER + + true + x64 + TRACE;UCI_DEBUG_OUTPUT;LOGGER + + true x64 @@ -25,6 +38,13 @@ true + + true + x64 + TRACE;BMI;UCI_DEBUG_OUTPUT;LOGGER + true + + true x64 @@ -32,6 +52,13 @@ true + + true + x64 + TRACE + true + + diff --git a/Cosette/Engine/Common/Position.cs b/Cosette/Engine/Common/Position.cs index 02f231f..0ceba53 100644 --- a/Cosette/Engine/Common/Position.cs +++ b/Cosette/Engine/Common/Position.cs @@ -53,6 +53,21 @@ public static Position FromText(string move) return a.X != b.X || a.Y != b.Y; } + public override bool Equals(object obj) + { + if (ReferenceEquals(obj, null)) + { + return false; + } + + if (GetType() != obj.GetType()) + { + return false; + } + + return this == (Position)obj; + } + public override int GetHashCode() { return X * 8 + Y; diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index 5bb8e07..03c1e3b 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -38,6 +38,26 @@ public Move(int from, int to, Piece piece, MoveFlags flags) return a.From != b.From || a.To != b.To || a.Piece != b.Piece || a.Flags != b.Flags; } + public override bool Equals(object obj) + { + if (ReferenceEquals(obj, null)) + { + return false; + } + + if (GetType() != obj.GetType()) + { + return false; + } + + return this == (Move)obj; + } + + public override int GetHashCode() + { + return From ^ To ^ (byte)Piece ^ (byte)Flags; + } + public static Move FromTextNotation(BoardState board, string textNotation) { var from = Position.FromText(textNotation.Substring(0, 2)); From 5a766636a3ee42e30342af1f4cbfa9debbcfa837 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 17:50:56 +0200 Subject: [PATCH 004/160] Fix style issues --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 2 +- Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 6 +-- .../Evaluators/PawnStructureEvaluator.cs | 4 +- .../Engine/Ai/Search/IterativeDeepening.cs | 2 +- Cosette/Engine/Board/BoardState.cs | 46 +++++++++---------- .../Engine/Board/Operators/BishopOperator.cs | 2 +- Cosette/Engine/Board/ZobristHashing.cs | 4 +- Cosette/Engine/Perft/VerificationPerft.cs | 8 ++-- 8 files changed, 37 insertions(+), 37 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index 28a32a1..a1a13cf 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -26,7 +26,7 @@ public static void AddHistoryMove(Color color, byte from, byte to, int value) public static int GetHistoryMoveValue(Color color, byte from, byte to) { - return _historyMoves[(int) color][from][to]; + return _historyMoves[(int)color][from][to]; } public static void Clear() diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index 5dbcd10..c75a8e4 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -11,8 +11,8 @@ public static class KillerHeuristic static KillerHeuristic() { _killerMoves = new Move[2][][]; - _killerMoves[(int) Color.White] = new Move[SearchConstants.MaxDepth][]; - _killerMoves[(int) Color.Black] = new Move[SearchConstants.MaxDepth][]; + _killerMoves[(int)Color.White] = new Move[SearchConstants.MaxDepth][]; + _killerMoves[(int)Color.Black] = new Move[SearchConstants.MaxDepth][]; for (var i = 0; i < SearchConstants.MaxDepth; i++) { @@ -25,7 +25,7 @@ public static void AddKillerMove(Move move, Color color, int depth) { for (var i = MoveOrderingConstants.KillerSlots - 2; i >= 0; i--) { - _killerMoves[(int) color][depth][i + 1] = _killerMoves[(int)color][depth][i]; + _killerMoves[(int)color][depth][i + 1] = _killerMoves[(int)color][depth][i]; } _killerMoves[(int)color][depth][0] = move; diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index ed74f13..0b8887e 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -100,8 +100,8 @@ public static int Evaluate(BoardState board, Color color, float openingPhase, fl } } - var doubledPawnsScore = doubledPawns * EvaluationConstants.DoubledPawns[(int) GamePhase.Opening] * openingPhase + - doubledPawns * EvaluationConstants.DoubledPawns[(int) GamePhase.Ending] * endingPhase; + var doubledPawnsScore = doubledPawns * EvaluationConstants.DoubledPawns[(int)GamePhase.Opening] * openingPhase + + doubledPawns * EvaluationConstants.DoubledPawns[(int)GamePhase.Ending] * endingPhase; var isolatedPawnsScore = isolatedPawns * EvaluationConstants.IsolatedPawns[(int)GamePhase.Opening] * openingPhase + isolatedPawns * EvaluationConstants.IsolatedPawns[(int)GamePhase.Ending] * endingPhase; diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 418d026..bcaaeaf 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -113,7 +113,7 @@ private static int GetPrincipalVariation(BoardState board, Move[] moves, int mov board.MakeMove(entry.BestMove); var enemyColor = ColorOperations.Invert(board.ColorToMove); - var king = board.Pieces[(int)enemyColor][(int) Piece.King]; + var king = board.Pieces[(int)enemyColor][(int)Piece.King]; var kingField = BitOperations.BitScan(king); if (board.IsFieldAttacked(enemyColor, (byte) kingField)) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 33b129a..e31e27a 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -54,30 +54,30 @@ public BoardState() _pawnHashes = new FastStack(512); _materialAtOpening = - EvaluationConstants.Pieces[(int) Piece.King] + - EvaluationConstants.Pieces[(int) Piece.Queen] + - EvaluationConstants.Pieces[(int) Piece.Rook] * 2 + - EvaluationConstants.Pieces[(int) Piece.Bishop] * 2+ - EvaluationConstants.Pieces[(int) Piece.Knight] * 2+ - EvaluationConstants.Pieces[(int) Piece.Pawn] * 8; + EvaluationConstants.Pieces[(int)Piece.King] + + EvaluationConstants.Pieces[(int)Piece.Queen] + + EvaluationConstants.Pieces[(int)Piece.Rook] * 2 + + EvaluationConstants.Pieces[(int)Piece.Bishop] * 2+ + EvaluationConstants.Pieces[(int)Piece.Knight] * 2+ + EvaluationConstants.Pieces[(int)Piece.Pawn] * 8; _materialAtOpening *= 2; } public void SetDefaultState() { - Pieces[(int)Color.White][(int) Piece.Pawn] = 65280; - Pieces[(int)Color.White][(int) Piece.Rook] = 129; - Pieces[(int)Color.White][(int) Piece.Knight] = 66; - Pieces[(int)Color.White][(int) Piece.Bishop] = 36; - Pieces[(int)Color.White][(int) Piece.Queen] = 16; - Pieces[(int)Color.White][(int) Piece.King] = 8; - - Pieces[(int)Color.Black][(int) Piece.Pawn] = 71776119061217280; - Pieces[(int)Color.Black][(int) Piece.Rook] = 9295429630892703744; - Pieces[(int)Color.Black][(int) Piece.Knight] = 4755801206503243776; - Pieces[(int)Color.Black][(int) Piece.Bishop] = 2594073385365405696; - Pieces[(int)Color.Black][(int) Piece.Queen] = 1152921504606846976; - Pieces[(int)Color.Black][(int) Piece.King] = 576460752303423488; + Pieces[(int)Color.White][(int)Piece.Pawn] = 65280; + Pieces[(int)Color.White][(int)Piece.Rook] = 129; + Pieces[(int)Color.White][(int)Piece.Knight] = 66; + Pieces[(int)Color.White][(int)Piece.Bishop] = 36; + Pieces[(int)Color.White][(int)Piece.Queen] = 16; + Pieces[(int)Color.White][(int)Piece.King] = 8; + + Pieces[(int)Color.Black][(int)Piece.Pawn] = 71776119061217280; + Pieces[(int)Color.Black][(int)Piece.Rook] = 9295429630892703744; + Pieces[(int)Color.Black][(int)Piece.Knight] = 4755801206503243776; + Pieces[(int)Color.Black][(int)Piece.Bishop] = 2594073385365405696; + Pieces[(int)Color.Black][(int)Piece.Queen] = 1152921504606846976; + Pieces[(int)Color.Black][(int)Piece.King] = 576460752303423488; Occupancy[(int)Color.White] = 65535; Occupancy[(int)Color.Black] = 18446462598732840960; @@ -575,7 +575,7 @@ public byte GetAttackingPiecesWithColor(Color color, byte fieldIndex) public bool IsKingChecked(Color color) { - var king = Pieces[(int) color][(int) Piece.King]; + var king = Pieces[(int)color][(int)Piece.King]; var kingField = BitOperations.BitScan(king); return IsFieldAttacked(color, (byte)kingField); @@ -585,7 +585,7 @@ public void MovePiece(Color color, Piece piece, byte from, byte to) { var move = (1ul << from) | (1ul << to); - Pieces[(int) color][(int) piece] ^= move; + Pieces[(int)color][(int)piece] ^= move; Occupancy[(int)color] ^= move; OccupancySummary ^= move; @@ -674,7 +674,7 @@ public int CalculatePosition(Color color, GamePhase phase) public float GetPhaseRatio() { var openingDelta = _materialAtOpening - EvaluationConstants.OpeningEndgameEdge; - var boardDelta = Material[(int) Color.White] + Material[(int) Color.Black] - EvaluationConstants.OpeningEndgameEdge; + var boardDelta = Material[(int)Color.White] + Material[(int)Color.Black] - EvaluationConstants.OpeningEndgameEdge; var ratio = (float) boardDelta / openingDelta; return Math.Max(0, ratio); @@ -682,7 +682,7 @@ public float GetPhaseRatio() public GamePhase GetGamePhase() { - var totalMaterial = Material[(int) Color.White] + Material[(int) Color.Black]; + var totalMaterial = Material[(int)Color.White] + Material[(int)Color.Black]; return totalMaterial > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; } diff --git a/Cosette/Engine/Board/Operators/BishopOperator.cs b/Cosette/Engine/Board/Operators/BishopOperator.cs index 880b507..97219bc 100644 --- a/Cosette/Engine/Board/Operators/BishopOperator.cs +++ b/Cosette/Engine/Board/Operators/BishopOperator.cs @@ -9,7 +9,7 @@ public static class BishopOperator public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var bishops = boardState.Pieces[(int) color][(int) Piece.Bishop]; + var bishops = boardState.Pieces[(int)color][(int)Piece.Bishop]; while (bishops != 0) { diff --git a/Cosette/Engine/Board/ZobristHashing.cs b/Cosette/Engine/Board/ZobristHashing.cs index 2e665ea..42d07f5 100644 --- a/Cosette/Engine/Board/ZobristHashing.cs +++ b/Cosette/Engine/Board/ZobristHashing.cs @@ -91,7 +91,7 @@ public static ulong CalculatePawnHash(BoardState board) var result = 0ul; for (var color = 0; color < 2; color++) { - var piecesToParse = board.Pieces[color][(int) Piece.Pawn]; + var piecesToParse = board.Pieces[color][(int)Piece.Pawn]; while (piecesToParse != 0) { var lsb = BitOperations.GetLsb(piecesToParse); @@ -107,7 +107,7 @@ public static ulong CalculatePawnHash(BoardState board) public static ulong MovePiece(ulong hash, Color color, Piece piece, byte from, byte to) { - return hash ^ _fieldHashes[(int) color][(int) piece][from] ^ _fieldHashes[(int)color][(int)piece][to]; + return hash ^ _fieldHashes[(int)color][(int)piece][from] ^ _fieldHashes[(int)color][(int)piece][to]; } public static ulong AddOrRemovePiece(ulong hash, Color color, Piece piece, byte at) diff --git a/Cosette/Engine/Perft/VerificationPerft.cs b/Cosette/Engine/Perft/VerificationPerft.cs index 8473172..65c83bc 100644 --- a/Cosette/Engine/Perft/VerificationPerft.cs +++ b/Cosette/Engine/Perft/VerificationPerft.cs @@ -71,10 +71,10 @@ private static bool VerifyBoard(BoardState board) return false; } - if (board.Position[(int) Color.White][(int) GamePhase.Opening] != board.CalculatePosition(Color.White, GamePhase.Opening) || - board.Position[(int) Color.White][(int) GamePhase.Ending] != board.CalculatePosition(Color.White, GamePhase.Ending) || - board.Position[(int) Color.Black][(int) GamePhase.Opening] != board.CalculatePosition(Color.Black, GamePhase.Opening) || - board.Position[(int) Color.Black][(int) GamePhase.Ending] != board.CalculatePosition(Color.Black, GamePhase.Ending)) + if (board.Position[(int)Color.White][(int)GamePhase.Opening] != board.CalculatePosition(Color.White, GamePhase.Opening) || + board.Position[(int)Color.White][(int)GamePhase.Ending] != board.CalculatePosition(Color.White, GamePhase.Ending) || + board.Position[(int)Color.Black][(int)GamePhase.Opening] != board.CalculatePosition(Color.Black, GamePhase.Opening) || + board.Position[(int)Color.Black][(int)GamePhase.Ending] != board.CalculatePosition(Color.Black, GamePhase.Ending)) { return false; } From 62b104277d7964dd62a0ef4d89ae6d4e7379dcd1 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 18:11:05 +0200 Subject: [PATCH 005/160] Fix style issues --- Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs | 4 ++-- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 4 ++-- Cosette/Engine/Ai/Transposition/TranspositionTable.cs | 2 +- Cosette/Engine/Board/BoardState.cs | 4 ++-- Cosette/Engine/Board/Operators/BishopOperator.cs | 2 +- Cosette/Engine/Common/BitOperations.cs | 2 +- Cosette/Engine/Fen/FenParser.cs | 2 +- Cosette/Engine/Moves/Move.cs | 6 +++--- 8 files changed, 13 insertions(+), 13 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index fe71edd..7145cfb 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -41,8 +41,8 @@ private static void PopulateTable() { for (var capturedPieceIndex = 0; capturedPieceIndex < 6; capturedPieceIndex++) { - var attackingPiece = (Piece) attackingPieceIndex; - var capturedPiece = (Piece) capturedPieceIndex; + var attackingPiece = (Piece)attackingPieceIndex; + var capturedPiece = (Piece)capturedPieceIndex; for (ulong attackerIndex = 0; attackerIndex < 64; attackerIndex++) { diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index bcaaeaf..e5b56d0 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -50,7 +50,7 @@ public static Move FindBestMove(BoardState board, int remainingTime, int depth, statistics.Board = board; statistics.Depth = currentDepth; statistics.Score = NegaMax.FindBestMove(board, currentDepth, 0, alpha, beta, true, true, statistics); - statistics.SearchTime = (ulong) stopwatch.ElapsedMilliseconds; + statistics.SearchTime = (ulong)stopwatch.ElapsedMilliseconds; statistics.PrincipalVariationMovesCount = GetPrincipalVariation(board, statistics.PrincipalVariation, 0); bestMove = statistics.PrincipalVariation[0]; @@ -116,7 +116,7 @@ private static int GetPrincipalVariation(BoardState board, Move[] moves, int mov var king = board.Pieces[(int)enemyColor][(int)Piece.King]; var kingField = BitOperations.BitScan(king); - if (board.IsFieldAttacked(enemyColor, (byte) kingField)) + if (board.IsFieldAttacked(enemyColor, (byte)kingField)) { board.UndoMove(entry.BestMove); return movesCount; diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 350f0e3..991c549 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -28,7 +28,7 @@ public static TranspositionTableEntry Get(ulong hash) public static void Clear() { - Array.Clear(_table, 0, (int) _size); + Array.Clear(_table, 0, (int)_size); } } } diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index e31e27a..cb94111 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -529,7 +529,7 @@ public byte GetAttackingPiecesWithColor(Color color, byte fieldIndex) var attackingRooks = fileRankAttacks & Pieces[(int)color][(int)Piece.Rook]; if (attackingRooks != 0) { - result |= 1 << (int) Piece.Rook; + result |= 1 << (int)Piece.Rook; } var diagonalAttacks = BishopMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[(int)color]; @@ -604,7 +604,7 @@ public Piece GetPiece(Color color, byte from) { if ((Pieces[(int)color][i] & field) != 0) { - return (Piece) i; + return (Piece)i; } } diff --git a/Cosette/Engine/Board/Operators/BishopOperator.cs b/Cosette/Engine/Board/Operators/BishopOperator.cs index 97219bc..9c7785f 100644 --- a/Cosette/Engine/Board/Operators/BishopOperator.cs +++ b/Cosette/Engine/Board/Operators/BishopOperator.cs @@ -71,7 +71,7 @@ public static int GetMobility(BoardState boardState, Color color) var from = BitOperations.BitScan(piece); var availableMoves = BishopMovesGenerator.GetMoves(boardState.OccupancySummary, from); - mobility += (int) BitOperations.Count(availableMoves); + mobility += (int)BitOperations.Count(availableMoves); } return mobility; diff --git a/Cosette/Engine/Common/BitOperations.cs b/Cosette/Engine/Common/BitOperations.cs index d0f468b..a53c32d 100644 --- a/Cosette/Engine/Common/BitOperations.cs +++ b/Cosette/Engine/Common/BitOperations.cs @@ -54,7 +54,7 @@ public static ulong Count(ulong value) public static int BitScan(ulong value) { #if BMI - return (int) Bmi1.X64.TrailingZeroCount(value); + return (int)Bmi1.X64.TrailingZeroCount(value); #else return BitScanValues[((ulong)((long)value & -(long)value) * 0x03f79d71b4cb0a89) >> 58]; #endif diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenParser.cs index 82f0f13..6ce410d 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenParser.cs @@ -52,7 +52,7 @@ private static void ParseBoardState(string boardState, BoardState result) { var piece = ConvertToPiece(c); var color = ConvertToColor(c); - result.AddPiece(color, piece, (byte) position.ToFieldIndex()); + result.AddPiece(color, piece, (byte)position.ToFieldIndex()); position += new Position(1, 0); } else if (char.IsDigit(c)) diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index 03c1e3b..664900d 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -22,8 +22,8 @@ public Move(byte from, byte to, Piece piece, MoveFlags flags) public Move(int from, int to, Piece piece, MoveFlags flags) { - From = (byte) from; - To = (byte) to; + From = (byte)from; + To = (byte)to; Piece = piece; Flags = flags; } @@ -89,7 +89,7 @@ public bool IsQuiet() public override string ToString() { var baseMove = $"{Position.FromFieldIndex(From)}{Position.FromFieldIndex(To)}"; - if ((int) Flags >= 16) + if ((int)Flags >= 16) { return baseMove + GetPromotionSymbol(Flags); } From c14e62243a902a58e2740a4b636afb074fb149d1 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 18:41:13 +0200 Subject: [PATCH 006/160] Refactoring of types --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 16 ++++++------ Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 6 ++--- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 2 +- .../Engine/Ai/Search/IterativeDeepening.cs | 4 +-- Cosette/Engine/Ai/Search/NegaMax.cs | 25 ++++++++++--------- Cosette/Engine/Ai/Search/SearchConstants.cs | 2 +- Cosette/Engine/Common/Position.cs | 2 ++ Cosette/Engine/Moves/Move.cs | 4 ++- Cosette/Uci/Commands/PositionCommand.cs | 2 +- 9 files changed, 34 insertions(+), 29 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index a1a13cf..afac490 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -4,24 +4,24 @@ namespace Cosette.Engine.Ai.Ordering { public static class HistoryHeuristic { - private static readonly int[][][] _historyMoves; + private static readonly byte[][][] _historyMoves; static HistoryHeuristic() { - _historyMoves = new int[2][][]; - _historyMoves[(int)Color.White] = new int[64][]; - _historyMoves[(int)Color.Black] = new int[64][]; + _historyMoves = new byte[2][][]; + _historyMoves[(int)Color.White] = new byte[64][]; + _historyMoves[(int)Color.Black] = new byte[64][]; for (var i = 0; i < 64; i++) { - _historyMoves[(int)Color.White][i] = new int[64]; - _historyMoves[(int)Color.Black][i] = new int[64]; + _historyMoves[(int)Color.White][i] = new byte[64]; + _historyMoves[(int)Color.Black][i] = new byte[64]; } } - public static void AddHistoryMove(Color color, byte from, byte to, int value) + public static void AddHistoryMove(Color color, byte from, byte to, byte depth) { - _historyMoves[(int)color][from][to] = value; + _historyMoves[(int)color][from][to] = (byte)(depth * depth); } public static int GetHistoryMoveValue(Color color, byte from, byte to) diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index c75a8e4..27d5ea5 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -21,7 +21,7 @@ static KillerHeuristic() } } - public static void AddKillerMove(Move move, Color color, int depth) + public static void AddKillerMove(Move move, Color color, byte depth) { for (var i = MoveOrderingConstants.KillerSlots - 2; i >= 0; i--) { @@ -31,7 +31,7 @@ public static void AddKillerMove(Move move, Color color, int depth) _killerMoves[(int)color][depth][0] = move; } - public static bool KillerMoveExists(Move move, Color color, int depth) + public static bool KillerMoveExists(Move move, Color color, byte depth) { for (var i = 0; i < MoveOrderingConstants.KillerSlots; i++) { @@ -52,7 +52,7 @@ public static void Clear() { for (var slot = 0; slot < MoveOrderingConstants.KillerSlots; slot++) { - _killerMoves[color][depth][slot] = new Move(); + _killerMoves[color][depth][slot] = Move.Empty; } } } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 8792aff..18e24c4 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -8,7 +8,7 @@ namespace Cosette.Engine.Ai.Ordering { public static class MoveOrdering { - public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, int depth, TranspositionTableEntry entry) + public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, byte depth, TranspositionTableEntry entry) { var enemyColor = ColorOperations.Invert(board.ColorToMove); for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index e5b56d0..533c462 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -34,11 +34,11 @@ public static Move FindBestMove(BoardState board, int remainingTime, int depth, var timeLimit = TimeScheduler.CalculateTimeForMove(remainingTime, moveNumber); var stopwatch = Stopwatch.StartNew(); var lastTotalNodesCount = 100ul; - var bestMove = new Move(); + var bestMove = Move.Empty; AbortSearch = false; - for (var currentDepth = 1; currentDepth < SearchConstants.MaxDepth && !IsScoreCheckmate(statistics.Score); currentDepth++) + for (byte currentDepth = 1; currentDepth < SearchConstants.MaxDepth && !IsScoreCheckmate(statistics.Score); currentDepth++) { if (expectedExecutionTime > timeLimit) { diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index ce1c10a..25983f0 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -1,4 +1,5 @@ using System; +using System.Runtime.CompilerServices; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Transposition; @@ -10,7 +11,7 @@ namespace Cosette.Engine.Ai.Search { public static class NegaMax { - public static int FindBestMove(BoardState board, int depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode, SearchStatistics statistics) + public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode, SearchStatistics statistics) { if (statistics.Nodes >= IterativeDeepening.MaxNodesCount) { @@ -44,7 +45,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, } var originalAlpha = alpha; - var bestMove = new Move(); + var bestMove = Move.Empty; var entry = TranspositionTable.Get(board.Hash); if (entry.Hash == board.Hash) @@ -108,7 +109,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, if (NullWindowCanBeApplied(board, depth, allowNullMove, pvNode)) { board.MakeNullMove(); - var score = -FindBestMove(board, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false, pvNode, statistics); + var score = -FindBestMove(board, (byte)(depth - 1 - SearchConstants.NullWindowDepthReduction), ply + 1, -beta, -beta + 1, false, pvNode, statistics); board.UndoNullMove(); if (score >= beta) @@ -142,7 +143,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, var score = 0; if (pvs) { - score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, allowNullMove, true, statistics); + score = -FindBestMove(board, (byte)(depth - 1), ply + 1, -beta, -alpha, allowNullMove, true, statistics); pvs = false; } else @@ -153,10 +154,10 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, reducedDepth = LMRGetReducedDepth(depth, pvNode); } - score = -FindBestMove(board, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove, false, statistics); + score = -FindBestMove(board, (byte)(reducedDepth - 1), ply + 1, -alpha - 1, -alpha, allowNullMove, false, statistics); if (score > alpha) { - score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, allowNullMove, false, statistics); + score = -FindBestMove(board, (byte)(depth - 1), ply + 1, -beta, -alpha, allowNullMove, false, statistics); } } @@ -172,7 +173,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, if (moves[moveIndex].IsQuiet()) { KillerHeuristic.AddKillerMove(moves[moveIndex], board.ColorToMove, depth); - HistoryHeuristic.AddHistoryMove(board.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth * depth); + HistoryHeuristic.AddHistoryMove(board.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); } #if DEBUG @@ -208,23 +209,23 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, return alpha; } - private static bool NullWindowCanBeApplied(BoardState board, int depth, bool allowNullMove, bool pvNode) + private static bool NullWindowCanBeApplied(BoardState board, byte depth, bool allowNullMove, bool pvNode) { return !pvNode && allowNullMove && depth >= SearchConstants.NullWindowMinimalDepth && board.GetGamePhase() == GamePhase.Opening && !board.IsKingChecked(board.ColorToMove); } - private static bool LMRCanBeApplied(BoardState board, int depth, int moveIndex, Span moves) + private static bool LMRCanBeApplied(BoardState board, byte depth, int moveIndex, Span moves) { return depth >= SearchConstants.LMRMinimalDepth && moveIndex > SearchConstants.LMRMovesWithoutReduction && moves[moveIndex].IsQuiet() && !board.IsKingChecked(board.ColorToMove); } - private static int LMRGetReducedDepth(int depth, bool pvNode) + private static byte LMRGetReducedDepth(byte depth, bool pvNode) { return pvNode ? - depth - SearchConstants.LMRPvNodeDepthReduction : - depth - depth / SearchConstants.LMRNonPvNodeDepthDivisor; + (byte)(depth - SearchConstants.LMRPvNodeDepthReduction) : + (byte)(depth - depth / SearchConstants.LMRNonPvNodeDepthDivisor); } } } diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index f7b9688..844a8c4 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -11,7 +11,7 @@ public static class SearchConstants public const int DefaultPawnHashTableSize = 8; public const int NullWindowMinimalDepth = 5; - public const int NullWindowDepthReduction = 3; + public const byte NullWindowDepthReduction = 3; public const int LMRMinimalDepth = 2; public const int LMRMovesWithoutReduction = 2; diff --git a/Cosette/Engine/Common/Position.cs b/Cosette/Engine/Common/Position.cs index 0ceba53..31805dc 100644 --- a/Cosette/Engine/Common/Position.cs +++ b/Cosette/Engine/Common/Position.cs @@ -5,6 +5,8 @@ public readonly struct Position public readonly int X; public readonly int Y; + public static Position Empty = new Position(); + public Position(int x, int y) { X = x; diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index 664900d..00e3fd3 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -12,6 +12,8 @@ public readonly struct Move public readonly Piece Piece; public readonly MoveFlags Flags; + public static Move Empty = new Move(); + public Move(byte from, byte to, Piece piece, MoveFlags flags) { From = from; @@ -78,7 +80,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) } } - return new Move(); + return Empty; } public bool IsQuiet() diff --git a/Cosette/Uci/Commands/PositionCommand.cs b/Cosette/Uci/Commands/PositionCommand.cs index 4c646cc..b68dd4a 100644 --- a/Cosette/Uci/Commands/PositionCommand.cs +++ b/Cosette/Uci/Commands/PositionCommand.cs @@ -59,7 +59,7 @@ private void ParseMoves(List moves) foreach (var move in moves) { var parsedMove = Move.FromTextNotation(_uciGame.BoardState, move); - if (parsedMove == new Move()) + if (parsedMove == Move.Empty) { throw new InvalidOperationException(); } From 756931eb795359f1f2ee6e414ffb2111302f4455 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 21 Sep 2020 22:19:09 +0200 Subject: [PATCH 007/160] Refactoring or ordering methods --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 2 +- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 34 +++++++++---------- .../Ai/Ordering/MoveOrderingConstants.cs | 10 +++--- .../Ai/Ordering/StaticExchangeEvaluation.cs | 23 +++++++------ .../Engine/Ai/Score/EvaluationConstants.cs | 22 ++++++------ Cosette/Engine/Ai/Search/NegaMax.cs | 2 +- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 2 +- Cosette/Engine/Moves/Move.cs | 13 +++++++ 8 files changed, 60 insertions(+), 48 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index afac490..d4c607f 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -24,7 +24,7 @@ public static void AddHistoryMove(Color color, byte from, byte to, byte depth) _historyMoves[(int)color][from][to] = (byte)(depth * depth); } - public static int GetHistoryMoveValue(Color color, byte from, byte to) + public static byte GetHistoryMoveValue(Color color, byte from, byte to) { return _historyMoves[(int)color][from][to]; } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 18e24c4..8126109 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -8,20 +8,17 @@ namespace Cosette.Engine.Ai.Ordering { public static class MoveOrdering { - public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, byte depth, TranspositionTableEntry entry) + public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, byte depth, TranspositionTableEntry entry) { - var enemyColor = ColorOperations.Invert(board.ColorToMove); for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { - if (entry.Type != TranspositionTableEntryType.Invalid && entry.BestMove == moves[moveIndex]) + if (entry.BestMove == moves[moveIndex]) { moveValues[moveIndex] = MoveOrderingConstants.HashMove; } else if (moves[moveIndex].IsQuiet()) { - if (moves[moveIndex].Piece == Piece.Pawn && - (board.ColorToMove == Color.White && moves[moveIndex].To >= 40 || - board.ColorToMove == Color.Black && moves[moveIndex].To <= 23)) + if (moves[moveIndex].IsPawnNearPromotion(board.ColorToMove)) { moveValues[moveIndex] = MoveOrderingConstants.PawnNearPromotion; } @@ -36,12 +33,16 @@ public static void AssignValues(BoardState board, Span moves, Span mo } else if ((moves[moveIndex].Flags & MoveFlags.Kill) != 0) { + var enemyColor = ColorOperations.Invert(board.ColorToMove); + var attackingPiece = moves[moveIndex].Piece; var capturedPiece = board.GetPiece(enemyColor, moves[moveIndex].To); var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[moveIndex].To); - moveValues[moveIndex] = MoveOrderingConstants.Capture + StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attackers, defenders); + var seeEvaluation = StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attackers, defenders); + + moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } else if ((int)moves[moveIndex].Flags >= 16) { @@ -50,7 +51,7 @@ public static void AssignValues(BoardState board, Span moves, Span mo } } - public static void AssignQValues(BoardState board, Span moves, Span moveValues, int movesCount) + public static void AssignQValues(BoardState board, Span moves, Span moveValues, int movesCount) { var enemyColor = ColorOperations.Invert(board.ColorToMove); for (var i = 0; i < movesCount; i++) @@ -66,14 +67,16 @@ public static void AssignQValues(BoardState board, Span moves, Span m var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[i].To); var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[i].To); - moveValues[i] = MoveOrderingConstants.Capture + StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attackers, defenders); + var seeEvaluation = StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attackers, defenders); + + moveValues[i] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } } } - public static void SortNextBestMove(Span moves, Span moveValues, int movesCount, int currentIndex) + public static void SortNextBestMove(Span moves, Span moveValues, int movesCount, int currentIndex) { - var max = int.MinValue; + var max = short.MinValue; var maxIndex = -1; for (var i = currentIndex; i < movesCount; i++) @@ -85,13 +88,8 @@ public static void SortNextBestMove(Span moves, Span moveValues, int } } - var tempMove = moves[maxIndex]; - moves[maxIndex] = moves[currentIndex]; - moves[currentIndex] = tempMove; - - var tempMoveValue = moveValues[maxIndex]; - moveValues[maxIndex] = moveValues[currentIndex]; - moveValues[currentIndex] = tempMoveValue; + (moves[maxIndex], moves[currentIndex]) = (moves[currentIndex], moves[maxIndex]); + (moveValues[maxIndex], moveValues[currentIndex]) = (moveValues[currentIndex], moveValues[maxIndex]); } } } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs index 7de6109..b4c16c1 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs @@ -2,11 +2,11 @@ { public static class MoveOrderingConstants { - public const int HashMove = 10000; - public const int Promotion = 5000; - public const int Capture = 100; - public const int KillerMove = 80; - public const int PawnNearPromotion = 50; + public const short HashMove = 10000; + public const short Promotion = 5000; + public const short Capture = 100; + public const short KillerMove = 80; + public const short PawnNearPromotion = 50; public const int KillerSlots = 3; } diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index 7145cfb..e832678 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -5,7 +5,7 @@ namespace Cosette.Engine.Ai.Ordering { public static class StaticExchangeEvaluation { - private static int[][][][] _table; + private static short[][][][] _table; static StaticExchangeEvaluation() { @@ -13,23 +13,23 @@ static StaticExchangeEvaluation() PopulateTable(); } - public static int Evaluate(Piece attackingPiece, Piece capturedPiece, byte attacker, byte defender) + public static short Evaluate(Piece attackingPiece, Piece capturedPiece, byte attacker, byte defender) { return _table[(int)attackingPiece][(int)capturedPiece][attacker][defender]; } private static void InitTable() { - _table = new int[6][][][]; + _table = new short[6][][][]; for (var attackingPieceIndex = 0; attackingPieceIndex < 6; attackingPieceIndex++) { - _table[attackingPieceIndex] = new int[6][][]; - for (var defendingPieceIndex = 0; defendingPieceIndex < 6; defendingPieceIndex++) + _table[attackingPieceIndex] = new short[6][][]; + for (var capturedPieceIndex = 0; capturedPieceIndex < 6; capturedPieceIndex++) { - _table[attackingPieceIndex][defendingPieceIndex] = new int[64][]; - for (var defenderIndex = 0; defenderIndex < 64; defenderIndex++) + _table[attackingPieceIndex][capturedPieceIndex] = new short[64][]; + for (var attackerIndex = 0; attackerIndex < 64; attackerIndex++) { - _table[attackingPieceIndex][defendingPieceIndex][defenderIndex] = new int[64]; + _table[attackingPieceIndex][capturedPieceIndex][attackerIndex] = new short[64]; } } } @@ -57,8 +57,8 @@ private static void PopulateTable() if (defenders != 0) { var leastValuableDefenderField = BitOperations.GetLsb(defenders); - defenders = (byte)BitOperations.PopLsb(defenders); var leastValuableDefenderPiece = (Piece)BitOperations.BitScan(leastValuableDefenderField); + defenders = BitOperations.PopLsb(defenders); result -= EvaluationConstants.Pieces[(int)currentPieceOnField]; currentPieceOnField = leastValuableDefenderPiece; @@ -66,9 +66,10 @@ private static void PopulateTable() while (attackers != 0) { var updatedResult = result; + var leastValuableAttackerField = BitOperations.GetLsb(attackers); - attackers = (byte)BitOperations.PopLsb(attackers); var leastValuableAttackerPiece = (Piece)BitOperations.BitScan(leastValuableAttackerField); + attackers = BitOperations.PopLsb(attackers); updatedResult += EvaluationConstants.Pieces[(int)currentPieceOnField]; currentPieceOnField = leastValuableAttackerPiece; @@ -76,8 +77,8 @@ private static void PopulateTable() if (defenders != 0) { leastValuableDefenderField = BitOperations.GetLsb(defenders); - defenders = (byte)BitOperations.PopLsb(defenders); leastValuableDefenderPiece = (Piece)BitOperations.BitScan(leastValuableDefenderField); + defenders = BitOperations.PopLsb(defenders); updatedResult -= EvaluationConstants.Pieces[(int)currentPieceOnField]; currentPieceOnField = leastValuableDefenderPiece; diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index cfb213a..31a8c4a 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -2,19 +2,19 @@ { public static class EvaluationConstants { - public static int[] Pieces = { 100, 320, 330, 500, 1100, 20000 }; + public static short[] Pieces = { 100, 320, 330, 500, 1100, 20000 }; - public const int Checkmate = 32000; - public const int ThreefoldRepetition = 0; + public const short Checkmate = 32000; + public const short ThreefoldRepetition = 0; - public static int[] CastlingDone = { 50, 0 }; - public static int[] CastlingFailed = { -50, 0 }; - public static int[] DoubledPawns = { -20, -10 }; - public static int[] IsolatedPawns = { -20, -10 }; - public static int[] ChainedPawns = { 5, 5 }; - public static int[] PassingPawns = { 10, 50 }; - public static int[] Mobility = { 4, 1 }; - public static int[] KingInDanger = { -20, -5 }; + public static short[] CastlingDone = { 50, 0 }; + public static short[] CastlingFailed = { -50, 0 }; + public static short[] DoubledPawns = { -20, -10 }; + public static short[] IsolatedPawns = { -20, -10 }; + public static short[] ChainedPawns = { 5, 5 }; + public static short[] PassingPawns = { 10, 50 }; + public static short[] Mobility = { 4, 1 }; + public static short[] KingInDanger = { -20, -5 }; public const int OpeningEndgameEdge = 2 * 21000; } diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 25983f0..4a9639c 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -120,7 +120,7 @@ public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, } Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; - Span moveValues = stackalloc int[SearchConstants.MaxMovesCount]; + Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; var movesCount = board.GetAvailableMoves(moves); MoveOrdering.AssignValues(board, moves, moveValues, movesCount, depth, entry); diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 78e3b02..4392f2e 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -37,7 +37,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, } Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; - Span moveValues = stackalloc int[SearchConstants.MaxMovesCount]; + Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; var movesCount = board.GetAvailableQMoves(moves); MoveOrdering.AssignQValues(board, moves, moveValues, movesCount); diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index 00e3fd3..a4758db 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -88,6 +88,19 @@ public bool IsQuiet() return Flags == MoveFlags.None || Flags == MoveFlags.DoublePush; } + public bool IsPawnNearPromotion(Color color) + { + if (Piece == Piece.Pawn) + { + if (color == Color.White && To >= 40 || color == Color.Black && To <= 23) + { + return true; + } + } + + return false; + } + public override string ToString() { var baseMove = $"{Position.FromFieldIndex(From)}{Position.FromFieldIndex(To)}"; From 0d709c652e64ae8521c83afcae4dc89bdc645561 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 22 Sep 2020 13:27:54 +0200 Subject: [PATCH 008/160] Refactoring of types --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 4 ++-- Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 4 ++-- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 2 +- .../Ai/Ordering/MoveOrderingConstants.cs | 10 ++++----- .../Ai/Ordering/StaticExchangeEvaluation.cs | 4 ++-- Cosette/Engine/Ai/Score/Evaluation.cs | 3 +-- .../Engine/Ai/Score/EvaluationConstants.cs | 22 +++++++++---------- Cosette/Engine/Ai/Search/NegaMax.cs | 20 ++++++++--------- Cosette/Engine/Common/Color.cs | 8 +++++++ 9 files changed, 42 insertions(+), 35 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index d4c607f..4a87b50 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -19,12 +19,12 @@ static HistoryHeuristic() } } - public static void AddHistoryMove(Color color, byte from, byte to, byte depth) + public static void AddHistoryMove(Color color, int from, int to, int depth) { _historyMoves[(int)color][from][to] = (byte)(depth * depth); } - public static byte GetHistoryMoveValue(Color color, byte from, byte to) + public static byte GetHistoryMoveValue(Color color, int from, int to) { return _historyMoves[(int)color][from][to]; } diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index 27d5ea5..403b29e 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -21,7 +21,7 @@ static KillerHeuristic() } } - public static void AddKillerMove(Move move, Color color, byte depth) + public static void AddKillerMove(Move move, Color color, int depth) { for (var i = MoveOrderingConstants.KillerSlots - 2; i >= 0; i--) { @@ -31,7 +31,7 @@ public static void AddKillerMove(Move move, Color color, byte depth) _killerMoves[(int)color][depth][0] = move; } - public static bool KillerMoveExists(Move move, Color color, byte depth) + public static bool KillerMoveExists(Move move, Color color, int depth) { for (var i = 0; i < MoveOrderingConstants.KillerSlots; i++) { diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 8126109..897cfd3 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -8,7 +8,7 @@ namespace Cosette.Engine.Ai.Ordering { public static class MoveOrdering { - public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, byte depth, TranspositionTableEntry entry) + public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, int depth, TranspositionTableEntry entry) { for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { diff --git a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs index b4c16c1..7de6109 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs @@ -2,11 +2,11 @@ { public static class MoveOrderingConstants { - public const short HashMove = 10000; - public const short Promotion = 5000; - public const short Capture = 100; - public const short KillerMove = 80; - public const short PawnNearPromotion = 50; + public const int HashMove = 10000; + public const int Promotion = 5000; + public const int Capture = 100; + public const int KillerMove = 80; + public const int PawnNearPromotion = 50; public const int KillerSlots = 3; } diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index e832678..79ec958 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -13,7 +13,7 @@ static StaticExchangeEvaluation() PopulateTable(); } - public static short Evaluate(Piece attackingPiece, Piece capturedPiece, byte attacker, byte defender) + public static short Evaluate(Piece attackingPiece, Piece capturedPiece, int attacker, int defender) { return _table[(int)attackingPiece][(int)capturedPiece][attacker][defender]; } @@ -96,7 +96,7 @@ private static void PopulateTable() } } - _table[attackingPieceIndex][capturedPieceIndex][attackerIndex][defenderIndex] = result; + _table[attackingPieceIndex][capturedPieceIndex][attackerIndex][defenderIndex] = (short)result; } } } diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index 0a79efb..40d3a13 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -18,8 +18,7 @@ public static int Evaluate(BoardState board, Color color) result += MobilityEvaluator.Evaluate(board, openingPhase, endingPhase); result += KingSafetyEvaluator.Evaluate(board, openingPhase, endingPhase); - var sign = color == Color.White ? 1 : -1; - return sign * result; + return color == Color.White ? result : -result; } } } diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index 31a8c4a..cfb213a 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -2,19 +2,19 @@ { public static class EvaluationConstants { - public static short[] Pieces = { 100, 320, 330, 500, 1100, 20000 }; + public static int[] Pieces = { 100, 320, 330, 500, 1100, 20000 }; - public const short Checkmate = 32000; - public const short ThreefoldRepetition = 0; + public const int Checkmate = 32000; + public const int ThreefoldRepetition = 0; - public static short[] CastlingDone = { 50, 0 }; - public static short[] CastlingFailed = { -50, 0 }; - public static short[] DoubledPawns = { -20, -10 }; - public static short[] IsolatedPawns = { -20, -10 }; - public static short[] ChainedPawns = { 5, 5 }; - public static short[] PassingPawns = { 10, 50 }; - public static short[] Mobility = { 4, 1 }; - public static short[] KingInDanger = { -20, -5 }; + public static int[] CastlingDone = { 50, 0 }; + public static int[] CastlingFailed = { -50, 0 }; + public static int[] DoubledPawns = { -20, -10 }; + public static int[] IsolatedPawns = { -20, -10 }; + public static int[] ChainedPawns = { 5, 5 }; + public static int[] PassingPawns = { 10, 50 }; + public static int[] Mobility = { 4, 1 }; + public static int[] KingInDanger = { -20, -5 }; public const int OpeningEndgameEdge = 2 * 21000; } diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 4a9639c..77a80f8 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -11,7 +11,7 @@ namespace Cosette.Engine.Ai.Search { public static class NegaMax { - public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode, SearchStatistics statistics) + public static int FindBestMove(BoardState board, int depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode, SearchStatistics statistics) { if (statistics.Nodes >= IterativeDeepening.MaxNodesCount) { @@ -109,7 +109,7 @@ public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, if (NullWindowCanBeApplied(board, depth, allowNullMove, pvNode)) { board.MakeNullMove(); - var score = -FindBestMove(board, (byte)(depth - 1 - SearchConstants.NullWindowDepthReduction), ply + 1, -beta, -beta + 1, false, pvNode, statistics); + var score = -FindBestMove(board, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false, pvNode, statistics); board.UndoNullMove(); if (score >= beta) @@ -143,7 +143,7 @@ public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, var score = 0; if (pvs) { - score = -FindBestMove(board, (byte)(depth - 1), ply + 1, -beta, -alpha, allowNullMove, true, statistics); + score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, allowNullMove, true, statistics); pvs = false; } else @@ -154,10 +154,10 @@ public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, reducedDepth = LMRGetReducedDepth(depth, pvNode); } - score = -FindBestMove(board, (byte)(reducedDepth - 1), ply + 1, -alpha - 1, -alpha, allowNullMove, false, statistics); + score = -FindBestMove(board, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove, false, statistics); if (score > alpha) { - score = -FindBestMove(board, (byte)(depth - 1), ply + 1, -beta, -alpha, allowNullMove, false, statistics); + score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, allowNullMove, false, statistics); } } @@ -209,23 +209,23 @@ public static int FindBestMove(BoardState board, byte depth, int ply, int alpha, return alpha; } - private static bool NullWindowCanBeApplied(BoardState board, byte depth, bool allowNullMove, bool pvNode) + private static bool NullWindowCanBeApplied(BoardState board, int depth, bool allowNullMove, bool pvNode) { return !pvNode && allowNullMove && depth >= SearchConstants.NullWindowMinimalDepth && board.GetGamePhase() == GamePhase.Opening && !board.IsKingChecked(board.ColorToMove); } - private static bool LMRCanBeApplied(BoardState board, byte depth, int moveIndex, Span moves) + private static bool LMRCanBeApplied(BoardState board, int depth, int moveIndex, Span moves) { return depth >= SearchConstants.LMRMinimalDepth && moveIndex > SearchConstants.LMRMovesWithoutReduction && moves[moveIndex].IsQuiet() && !board.IsKingChecked(board.ColorToMove); } - private static byte LMRGetReducedDepth(byte depth, bool pvNode) + private static int LMRGetReducedDepth(int depth, bool pvNode) { return pvNode ? - (byte)(depth - SearchConstants.LMRPvNodeDepthReduction) : - (byte)(depth - depth / SearchConstants.LMRNonPvNodeDepthDivisor); + depth - SearchConstants.LMRPvNodeDepthReduction : + depth - depth / SearchConstants.LMRNonPvNodeDepthDivisor; } } } diff --git a/Cosette/Engine/Common/Color.cs b/Cosette/Engine/Common/Color.cs index 754db64..044ed85 100644 --- a/Cosette/Engine/Common/Color.cs +++ b/Cosette/Engine/Common/Color.cs @@ -5,4 +5,12 @@ public enum Color White, Black } + + /* + public static class Color + { + public const int White = 0; + public const int Black = 1; + } + */ } From 9aaf5eef99d27fc27e18ab86fd9998b090391462 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 22 Sep 2020 13:51:53 +0200 Subject: [PATCH 009/160] Replace enums with constants --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 16 +- Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 18 +- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 4 +- .../Ai/Ordering/StaticExchangeEvaluation.cs | 22 +- Cosette/Engine/Ai/Score/Evaluation.cs | 2 +- .../Ai/Score/Evaluators/CastlingEvaluator.cs | 4 +- .../Score/Evaluators/KingSafetyEvaluator.cs | 4 +- .../Ai/Score/Evaluators/MaterialEvaluator.cs | 2 +- .../Ai/Score/Evaluators/MobilityEvaluator.cs | 2 +- .../Evaluators/PawnStructureEvaluator.cs | 12 +- .../Ai/Score/Evaluators/PositionEvaluator.cs | 8 +- .../Engine/Ai/Search/IterativeDeepening.cs | 2 +- Cosette/Engine/Ai/Search/NegaMax.cs | 2 +- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 2 +- Cosette/Engine/Board/BoardState.cs | 248 +++++++++--------- .../Engine/Board/Operators/BishopOperator.cs | 18 +- .../Engine/Board/Operators/KingOperator.cs | 14 +- .../Engine/Board/Operators/KnightOperator.cs | 18 +- .../Engine/Board/Operators/PawnOperator.cs | 26 +- .../Engine/Board/Operators/QueenOperator.cs | 18 +- .../Engine/Board/Operators/RookOperator.cs | 18 +- Cosette/Engine/Board/ZobristHashing.cs | 20 +- Cosette/Engine/Common/Color.cs | 8 - Cosette/Engine/Common/ColorOperations.cs | 2 +- Cosette/Engine/Common/Piece.cs | 14 +- Cosette/Engine/Fen/FenParser.cs | 20 +- Cosette/Engine/Moves/Move.cs | 20 +- Cosette/Engine/Perft/VerificationPerft.cs | 12 +- Cosette/Uci/UciGame.cs | 4 +- 29 files changed, 276 insertions(+), 284 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index 4a87b50..8273afd 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -9,24 +9,24 @@ public static class HistoryHeuristic static HistoryHeuristic() { _historyMoves = new byte[2][][]; - _historyMoves[(int)Color.White] = new byte[64][]; - _historyMoves[(int)Color.Black] = new byte[64][]; + _historyMoves[Color.White] = new byte[64][]; + _historyMoves[Color.Black] = new byte[64][]; for (var i = 0; i < 64; i++) { - _historyMoves[(int)Color.White][i] = new byte[64]; - _historyMoves[(int)Color.Black][i] = new byte[64]; + _historyMoves[Color.White][i] = new byte[64]; + _historyMoves[Color.Black][i] = new byte[64]; } } - public static void AddHistoryMove(Color color, int from, int to, int depth) + public static void AddHistoryMove(int color, int from, int to, int depth) { - _historyMoves[(int)color][from][to] = (byte)(depth * depth); + _historyMoves[color][from][to] = (byte)(depth * depth); } - public static byte GetHistoryMoveValue(Color color, int from, int to) + public static byte GetHistoryMoveValue(int color, int from, int to) { - return _historyMoves[(int)color][from][to]; + return _historyMoves[color][from][to]; } public static void Clear() diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index 403b29e..abee7e1 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -11,31 +11,31 @@ public static class KillerHeuristic static KillerHeuristic() { _killerMoves = new Move[2][][]; - _killerMoves[(int)Color.White] = new Move[SearchConstants.MaxDepth][]; - _killerMoves[(int)Color.Black] = new Move[SearchConstants.MaxDepth][]; + _killerMoves[Color.White] = new Move[SearchConstants.MaxDepth][]; + _killerMoves[Color.Black] = new Move[SearchConstants.MaxDepth][]; for (var i = 0; i < SearchConstants.MaxDepth; i++) { - _killerMoves[(int)Color.White][i] = new Move[MoveOrderingConstants.KillerSlots]; - _killerMoves[(int)Color.Black][i] = new Move[MoveOrderingConstants.KillerSlots]; + _killerMoves[Color.White][i] = new Move[MoveOrderingConstants.KillerSlots]; + _killerMoves[Color.Black][i] = new Move[MoveOrderingConstants.KillerSlots]; } } - public static void AddKillerMove(Move move, Color color, int depth) + public static void AddKillerMove(Move move, int color, int depth) { for (var i = MoveOrderingConstants.KillerSlots - 2; i >= 0; i--) { - _killerMoves[(int)color][depth][i + 1] = _killerMoves[(int)color][depth][i]; + _killerMoves[color][depth][i + 1] = _killerMoves[color][depth][i]; } - _killerMoves[(int)color][depth][0] = move; + _killerMoves[color][depth][0] = move; } - public static bool KillerMoveExists(Move move, Color color, int depth) + public static bool KillerMoveExists(Move move, int color, int depth) { for (var i = 0; i < MoveOrderingConstants.KillerSlots; i++) { - if (_killerMoves[(int)color][depth][i] == move) + if (_killerMoves[color][depth][i] == move) { return true; } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 897cfd3..b892441 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -35,7 +35,7 @@ public static void AssignValues(BoardState board, Span moves, Span { var enemyColor = ColorOperations.Invert(board.ColorToMove); - var attackingPiece = moves[moveIndex].Piece; + var attackingPiece = moves[moveIndex].PieceType; var capturedPiece = board.GetPiece(enemyColor, moves[moveIndex].To); var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); @@ -62,7 +62,7 @@ public static void AssignQValues(BoardState board, Span moves, Span } else { - var attackingPiece = moves[i].Piece; + var attackingPiece = moves[i].PieceType; var capturedPiece = board.GetPiece(enemyColor, moves[i].To); var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[i].To); diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index 79ec958..c895d52 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -13,9 +13,9 @@ static StaticExchangeEvaluation() PopulateTable(); } - public static short Evaluate(Piece attackingPiece, Piece capturedPiece, int attacker, int defender) + public static short Evaluate(int attackingPiece, int capturedPiece, int attacker, int defender) { - return _table[(int)attackingPiece][(int)capturedPiece][attacker][defender]; + return _table[attackingPiece][capturedPiece][attacker][defender]; } private static void InitTable() @@ -41,8 +41,8 @@ private static void PopulateTable() { for (var capturedPieceIndex = 0; capturedPieceIndex < 6; capturedPieceIndex++) { - var attackingPiece = (Piece)attackingPieceIndex; - var capturedPiece = (Piece)capturedPieceIndex; + var attackingPiece = attackingPieceIndex; + var capturedPiece = capturedPieceIndex; for (ulong attackerIndex = 0; attackerIndex < 64; attackerIndex++) { @@ -52,15 +52,15 @@ private static void PopulateTable() var defenders = defenderIndex; var currentPieceOnField = attackingPiece; - var result = EvaluationConstants.Pieces[(int)capturedPiece]; + var result = EvaluationConstants.Pieces[capturedPiece]; if (defenders != 0) { var leastValuableDefenderField = BitOperations.GetLsb(defenders); - var leastValuableDefenderPiece = (Piece)BitOperations.BitScan(leastValuableDefenderField); + var leastValuableDefenderPiece = BitOperations.BitScan(leastValuableDefenderField); defenders = BitOperations.PopLsb(defenders); - result -= EvaluationConstants.Pieces[(int)currentPieceOnField]; + result -= EvaluationConstants.Pieces[currentPieceOnField]; currentPieceOnField = leastValuableDefenderPiece; while (attackers != 0) @@ -68,19 +68,19 @@ private static void PopulateTable() var updatedResult = result; var leastValuableAttackerField = BitOperations.GetLsb(attackers); - var leastValuableAttackerPiece = (Piece)BitOperations.BitScan(leastValuableAttackerField); + var leastValuableAttackerPiece = BitOperations.BitScan(leastValuableAttackerField); attackers = BitOperations.PopLsb(attackers); - updatedResult += EvaluationConstants.Pieces[(int)currentPieceOnField]; + updatedResult += EvaluationConstants.Pieces[currentPieceOnField]; currentPieceOnField = leastValuableAttackerPiece; if (defenders != 0) { leastValuableDefenderField = BitOperations.GetLsb(defenders); - leastValuableDefenderPiece = (Piece)BitOperations.BitScan(leastValuableDefenderField); + leastValuableDefenderPiece = BitOperations.BitScan(leastValuableDefenderField); defenders = BitOperations.PopLsb(defenders); - updatedResult -= EvaluationConstants.Pieces[(int)currentPieceOnField]; + updatedResult -= EvaluationConstants.Pieces[currentPieceOnField]; currentPieceOnField = leastValuableDefenderPiece; } else diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index 40d3a13..75b1a4e 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -6,7 +6,7 @@ namespace Cosette.Engine.Ai.Score { public class Evaluation { - public static int Evaluate(BoardState board, Color color) + public static int Evaluate(BoardState board, int color) { var openingPhase = board.GetPhaseRatio(); var endingPhase = 1 - openingPhase; diff --git a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs index b77e1ec..3e1cea7 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs @@ -10,10 +10,10 @@ public static int Evaluate(BoardState board, float openingPhase, float endingPha return Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); } - public static int Evaluate(BoardState board, Color color, float openingPhase, float endingPhase) + public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) { var result = 0; - if (board.CastlingDone[(int)color]) + if (board.CastlingDone[color]) { result = (int)(EvaluationConstants.CastlingDone[(int)GamePhase.Opening] * openingPhase) + (int)(EvaluationConstants.CastlingDone[(int)GamePhase.Ending] * endingPhase); diff --git a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs index 9845a72..c67d8d1 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs @@ -11,9 +11,9 @@ public static int Evaluate(BoardState board, float openingPhase, float endingPha return Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); } - public static int Evaluate(BoardState board, Color color, float openingPhase, float endingPhase) + public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) { - var king = board.Pieces[(int)color][(int)Piece.King]; + var king = board.Pieces[color][Piece.King]; var kingField = BitOperations.BitScan(king); var fieldsAroundKing = BoxPatternGenerator.GetPattern(kingField); diff --git a/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs index e621eee..40efb7f 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs @@ -7,7 +7,7 @@ public static class MaterialEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - return board.Material[(int)Color.White] - board.Material[(int)Color.Black]; + return board.Material[Color.White] - board.Material[Color.Black]; } } } diff --git a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs index 8fb6250..1bc5f7f 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs @@ -11,7 +11,7 @@ public static int Evaluate(BoardState board, float openingPhase, float endingPha return Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); } - public static int Evaluate(BoardState board, Color color, float openingPhase, float endingPhase) + public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) { var mobility = KnightOperator.GetMobility(board, color) + BishopOperator.GetMobility(board, color) + RookOperator.GetMobility(board, color) + QueenOperator.GetMobility(board, color); diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 0b8887e..94266e6 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -52,7 +52,7 @@ public static int Evaluate(BoardState board, float openingPhase, float endingPha return result; } - public static int Evaluate(BoardState board, Color color, float openingPhase, float endingPhase) + public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) { var doubledPawns = 0; var isolatedPawns = 0; @@ -62,9 +62,9 @@ public static int Evaluate(BoardState board, Color color, float openingPhase, fl for (var i = 0; i < 8; i++) { - var pawnsOnInnerMask = board.Pieces[(int)color][(int)Piece.Pawn] & _innerFileMasks[i]; - var pawnsOnOuterMask = board.Pieces[(int)color][(int)Piece.Pawn] & _outerFileMasks[i]; - var enemyPawnsOnInnerMask = board.Pieces[(int)enemyColor][(int)Piece.Pawn] & _innerFileMasks[i]; + var pawnsOnInnerMask = board.Pieces[color][Piece.Pawn] & _innerFileMasks[i]; + var pawnsOnOuterMask = board.Pieces[color][Piece.Pawn] & _outerFileMasks[i]; + var enemyPawnsOnInnerMask = board.Pieces[enemyColor][Piece.Pawn] & _innerFileMasks[i]; var pawnsCount = (int)BitOperations.Count(pawnsOnInnerMask); if (pawnsCount > 1) @@ -86,14 +86,14 @@ public static int Evaluate(BoardState board, Color color, float openingPhase, fl } } - var pieces = board.Pieces[(int)color][(int)Piece.Pawn]; + var pieces = board.Pieces[color][Piece.Pawn]; while (pieces != 0) { var lsb = BitOperations.GetLsb(pieces); pieces = BitOperations.PopLsb(pieces); var field = BitOperations.BitScan(lsb); - var chain = _chainMasks[field] & board.Pieces[(int)color][(int)Piece.Pawn]; + var chain = _chainMasks[field] & board.Pieces[color][Piece.Pawn]; if (chain != 0) { chainedPawns += (int)BitOperations.Count(chain); diff --git a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs index e9d202a..b3c6d06 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs @@ -7,11 +7,11 @@ public static class PositionEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - var whitePositionScore = board.Position[(int)Color.White][(int)GamePhase.Opening] * openingPhase + - board.Position[(int)Color.White][(int)GamePhase.Ending] * endingPhase; + var whitePositionScore = board.Position[Color.White][(int)GamePhase.Opening] * openingPhase + + board.Position[Color.White][(int)GamePhase.Ending] * endingPhase; - var blackPositionScore = board.Position[(int)Color.Black][(int)GamePhase.Opening] * openingPhase + - board.Position[(int)Color.Black][(int)GamePhase.Ending] * endingPhase; + var blackPositionScore = board.Position[Color.Black][(int)GamePhase.Opening] * openingPhase + + board.Position[Color.Black][(int)GamePhase.Ending] * endingPhase; return (int)whitePositionScore - (int)blackPositionScore; } diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 533c462..6c3f589 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -113,7 +113,7 @@ private static int GetPrincipalVariation(BoardState board, Move[] moves, int mov board.MakeMove(entry.BestMove); var enemyColor = ColorOperations.Invert(board.ColorToMove); - var king = board.Pieces[(int)enemyColor][(int)Piece.King]; + var king = board.Pieces[enemyColor][Piece.King]; var kingField = BitOperations.BitScan(king); if (board.IsFieldAttacked(enemyColor, (byte)kingField)) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 77a80f8..6c44bb1 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -26,7 +26,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, statistics.Nodes++; - if (board.Pieces[(int)board.ColorToMove][(int)Piece.King] == 0) + if (board.Pieces[board.ColorToMove][Piece.King] == 0) { statistics.Leafs++; return -EvaluationConstants.Checkmate + ply; diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 4392f2e..db8f3a9 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -18,7 +18,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, statistics.SelectiveDepth = ply; } - if (board.Pieces[(int)board.ColorToMove][(int)Piece.King] == 0) + if (board.Pieces[board.ColorToMove][Piece.King] == 0) { statistics.QLeafs++; return -EvaluationConstants.Checkmate + ply; diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index cb94111..c05718b 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -14,7 +14,7 @@ public class BoardState public ulong OccupancySummary { get; set; } public ulong EnPassant { get; set; } public Castling Castling { get; set; } - public Color ColorToMove { get; set; } + public int ColorToMove { get; set; } public bool[] CastlingDone { get; set; } public int[] Material { get; set; } @@ -23,10 +23,10 @@ public class BoardState public ulong Hash { get; set; } public ulong PawnHash { get; set; } - private readonly FastStack _killedPieces; + private readonly FastStack _killedPieces; private readonly FastStack _enPassants; private readonly FastStack _castlings; - private readonly FastStack _promotedPieces; + private readonly FastStack _promotedPieces; private readonly FastStack _hashes; private readonly FastStack _pawnHashes; @@ -35,67 +35,67 @@ public class BoardState public BoardState() { Pieces = new ulong[2][]; - Pieces[(int)Color.White] = new ulong[6]; - Pieces[(int)Color.Black] = new ulong[6]; + Pieces[Color.White] = new ulong[6]; + Pieces[Color.Black] = new ulong[6]; Occupancy = new ulong[2]; CastlingDone = new bool[2]; Material = new int[2]; Position = new int[2][]; - Position[(int)Color.White] = new int[2]; - Position[(int)Color.Black] = new int[2]; + Position[Color.White] = new int[2]; + Position[Color.Black] = new int[2]; - _killedPieces = new FastStack(512); + _killedPieces = new FastStack(512); _enPassants = new FastStack(512); _castlings = new FastStack(512); - _promotedPieces = new FastStack(512); + _promotedPieces = new FastStack(512); _hashes = new FastStack(512); _pawnHashes = new FastStack(512); _materialAtOpening = - EvaluationConstants.Pieces[(int)Piece.King] + - EvaluationConstants.Pieces[(int)Piece.Queen] + - EvaluationConstants.Pieces[(int)Piece.Rook] * 2 + - EvaluationConstants.Pieces[(int)Piece.Bishop] * 2+ - EvaluationConstants.Pieces[(int)Piece.Knight] * 2+ - EvaluationConstants.Pieces[(int)Piece.Pawn] * 8; + EvaluationConstants.Pieces[Piece.King] + + EvaluationConstants.Pieces[Piece.Queen] + + EvaluationConstants.Pieces[Piece.Rook] * 2 + + EvaluationConstants.Pieces[Piece.Bishop] * 2+ + EvaluationConstants.Pieces[Piece.Knight] * 2+ + EvaluationConstants.Pieces[Piece.Pawn] * 8; _materialAtOpening *= 2; } public void SetDefaultState() { - Pieces[(int)Color.White][(int)Piece.Pawn] = 65280; - Pieces[(int)Color.White][(int)Piece.Rook] = 129; - Pieces[(int)Color.White][(int)Piece.Knight] = 66; - Pieces[(int)Color.White][(int)Piece.Bishop] = 36; - Pieces[(int)Color.White][(int)Piece.Queen] = 16; - Pieces[(int)Color.White][(int)Piece.King] = 8; - - Pieces[(int)Color.Black][(int)Piece.Pawn] = 71776119061217280; - Pieces[(int)Color.Black][(int)Piece.Rook] = 9295429630892703744; - Pieces[(int)Color.Black][(int)Piece.Knight] = 4755801206503243776; - Pieces[(int)Color.Black][(int)Piece.Bishop] = 2594073385365405696; - Pieces[(int)Color.Black][(int)Piece.Queen] = 1152921504606846976; - Pieces[(int)Color.Black][(int)Piece.King] = 576460752303423488; - - Occupancy[(int)Color.White] = 65535; - Occupancy[(int)Color.Black] = 18446462598732840960; - OccupancySummary = Occupancy[(int)Color.White] | Occupancy[(int)Color.Black]; + Pieces[Color.White][Piece.Pawn] = 65280; + Pieces[Color.White][Piece.Rook] = 129; + Pieces[Color.White][Piece.Knight] = 66; + Pieces[Color.White][Piece.Bishop] = 36; + Pieces[Color.White][Piece.Queen] = 16; + Pieces[Color.White][Piece.King] = 8; + + Pieces[Color.Black][Piece.Pawn] = 71776119061217280; + Pieces[Color.Black][Piece.Rook] = 9295429630892703744; + Pieces[Color.Black][Piece.Knight] = 4755801206503243776; + Pieces[Color.Black][Piece.Bishop] = 2594073385365405696; + Pieces[Color.Black][Piece.Queen] = 1152921504606846976; + Pieces[Color.Black][Piece.King] = 576460752303423488; + + Occupancy[Color.White] = 65535; + Occupancy[Color.Black] = 18446462598732840960; + OccupancySummary = Occupancy[Color.White] | Occupancy[Color.Black]; Castling = Castling.Everything; ColorToMove = Color.White; - CastlingDone[(int)Color.White] = false; - CastlingDone[(int)Color.Black] = false; + CastlingDone[Color.White] = false; + CastlingDone[Color.Black] = false; - Material[(int)Color.White] = CalculateMaterial(Color.White); - Material[(int)Color.Black] = CalculateMaterial(Color.Black); + Material[Color.White] = CalculateMaterial(Color.White); + Material[Color.Black] = CalculateMaterial(Color.Black); - Position[(int)Color.White][(int)GamePhase.Opening] = CalculatePosition(Color.White, GamePhase.Opening); - Position[(int)Color.White][(int)GamePhase.Ending] = CalculatePosition(Color.White, GamePhase.Ending); - Position[(int)Color.Black][(int)GamePhase.Opening] = CalculatePosition(Color.Black, GamePhase.Opening); - Position[(int)Color.Black][(int)GamePhase.Ending] = CalculatePosition(Color.Black, GamePhase.Ending); + Position[Color.White][(int)GamePhase.Opening] = CalculatePosition(Color.White, GamePhase.Opening); + Position[Color.White][(int)GamePhase.Ending] = CalculatePosition(Color.White, GamePhase.Ending); + Position[Color.Black][(int)GamePhase.Opening] = CalculatePosition(Color.Black, GamePhase.Opening); + Position[Color.Black][(int)GamePhase.Ending] = CalculatePosition(Color.Black, GamePhase.Ending); Hash = ZobristHashing.CalculateHash(this); PawnHash = ZobristHashing.CalculatePawnHash(this); @@ -150,19 +150,19 @@ public void MakeMove(Move move) if (move.Flags == MoveFlags.None) { - MovePiece(ColorToMove, move.Piece, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.Piece, move.From, move.To); + MovePiece(ColorToMove, move.PieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); - if (move.Piece == Piece.Pawn) + if (move.PieceType == Piece.Pawn) { - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.Piece, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); } } else if ((move.Flags & MoveFlags.DoublePush) != 0) { - MovePiece(ColorToMove, move.Piece, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.Piece, move.From, move.To); - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.Piece, move.From, move.To); + MovePiece(ColorToMove, move.PieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); var enPassantField = ColorToMove == Color.White ? 1ul << move.To - 8 : 1ul << move.To + 8; var enPassantFieldIndex = BitOperations.BitScan(enPassantField); @@ -217,9 +217,9 @@ public void MakeMove(Move move) { var promotionPiece = GetPromotionPiece(move.Flags); - RemovePiece(ColorToMove, move.Piece, move.From); - Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, move.Piece, move.From); - PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, move.Piece, move.From); + RemovePiece(ColorToMove, move.PieceType, move.From); + Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, move.PieceType, move.From); + PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, move.PieceType, move.From); AddPiece(ColorToMove, promotionPiece, move.To); Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, promotionPiece, move.To); @@ -228,12 +228,12 @@ public void MakeMove(Move move) } else { - MovePiece(ColorToMove, move.Piece, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.Piece, move.From, move.To); + MovePiece(ColorToMove, move.PieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); - if (move.Piece == Piece.Pawn) + if (move.PieceType == Piece.Pawn) { - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.Piece, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); } } @@ -295,7 +295,7 @@ public void MakeMove(Move move) Castling &= ~Castling.BlackCastling; } - CastlingDone[(int)ColorToMove] = true; + CastlingDone[ColorToMove] = true; } else if ((move.Flags & MoveFlags.EnPassant) != 0) { @@ -306,9 +306,9 @@ public void MakeMove(Move move) Hash = ZobristHashing.AddOrRemovePiece(Hash, enemyColor, killedPiece, enemyPieceField); PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, enemyColor, killedPiece, enemyPieceField); - MovePiece(ColorToMove, move.Piece, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.Piece, move.From, move.To); - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.Piece, move.From, move.To); + MovePiece(ColorToMove, move.PieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); _killedPieces.Push(killedPiece); } @@ -316,9 +316,9 @@ public void MakeMove(Move move) { var promotionPiece = GetPromotionPiece(move.Flags); - RemovePiece(ColorToMove, move.Piece, move.From); - Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, move.Piece, move.From); - PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, move.Piece, move.From); + RemovePiece(ColorToMove, move.PieceType, move.From); + Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, move.PieceType, move.From); + PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, move.PieceType, move.From); AddPiece(ColorToMove, promotionPiece, move.To); Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, promotionPiece, move.To); @@ -326,7 +326,7 @@ public void MakeMove(Move move) _promotedPieces.Push(promotionPiece); } - if (move.Piece == Piece.King && move.Flags != MoveFlags.Castling) + if (move.PieceType == Piece.King && move.Flags != MoveFlags.Castling) { if (ColorToMove == Color.White) { @@ -341,7 +341,7 @@ public void MakeMove(Move move) Castling &= ~Castling.BlackCastling; } } - else if (move.Piece == Piece.Rook && Castling != 0) + else if (move.PieceType == Piece.Rook && Castling != 0) { if (move.From == 0) { @@ -375,7 +375,7 @@ public void UndoMove(Move move) if (move.Flags == MoveFlags.None || (move.Flags & MoveFlags.DoublePush) != 0) { - MovePiece(ColorToMove, move.Piece, move.To, move.From); + MovePiece(ColorToMove, move.PieceType, move.To, move.From); } else if ((move.Flags & MoveFlags.Kill) != 0) { @@ -387,11 +387,11 @@ public void UndoMove(Move move) { var promotionPiece = _promotedPieces.Pop(); RemovePiece(ColorToMove, promotionPiece, move.To); - AddPiece(ColorToMove, move.Piece, move.From); + AddPiece(ColorToMove, move.PieceType, move.From); } else { - MovePiece(ColorToMove, move.Piece, move.To, move.From); + MovePiece(ColorToMove, move.PieceType, move.To, move.From); } AddPiece(enemyColor, killedPiece, move.To); @@ -427,7 +427,7 @@ public void UndoMove(Move move) } } - CastlingDone[(int)ColorToMove] = false; + CastlingDone[ColorToMove] = false; } else if ((move.Flags & MoveFlags.EnPassant) != 0) { @@ -435,14 +435,14 @@ public void UndoMove(Move move) var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); var killedPiece = _killedPieces.Pop(); - MovePiece(ColorToMove, move.Piece, move.To, move.From); + MovePiece(ColorToMove, move.PieceType, move.To, move.From); AddPiece(enemyColor, killedPiece, enemyPieceField); } else if ((byte)move.Flags >= 16) { var promotionPiece = _promotedPieces.Pop(); RemovePiece(ColorToMove, promotionPiece, move.To); - AddPiece(ColorToMove, move.Piece, move.From); + AddPiece(ColorToMove, move.PieceType, move.From); } PawnHash = _pawnHashes.Pop(); @@ -475,40 +475,40 @@ public void UndoNullMove() EnPassant = _enPassants.Pop(); } - public bool IsFieldAttacked(Color color, byte fieldIndex) + public bool IsFieldAttacked(int color, byte fieldIndex) { var enemyColor = ColorOperations.Invert(color); - var fileRankAttacks = RookMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[(int)enemyColor]; - var attackingRooks = fileRankAttacks & (Pieces[(int)enemyColor][(int)Piece.Rook] | Pieces[(int)enemyColor][(int)Piece.Queen]); + var fileRankAttacks = RookMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[enemyColor]; + var attackingRooks = fileRankAttacks & (Pieces[enemyColor][Piece.Rook] | Pieces[enemyColor][Piece.Queen]); if (attackingRooks != 0) { return true; } - var diagonalAttacks = BishopMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[(int)enemyColor]; - var attackingBishops = diagonalAttacks & (Pieces[(int)enemyColor][(int)Piece.Bishop] | Pieces[(int)enemyColor][(int)Piece.Queen]); + var diagonalAttacks = BishopMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[enemyColor]; + var attackingBishops = diagonalAttacks & (Pieces[enemyColor][Piece.Bishop] | Pieces[enemyColor][Piece.Queen]); if (attackingBishops != 0) { return true; } var jumpAttacks = KnightMovesGenerator.GetMoves(fieldIndex); - var attackingKnights = jumpAttacks & Pieces[(int)enemyColor][(int)Piece.Knight]; + var attackingKnights = jumpAttacks & Pieces[enemyColor][Piece.Knight]; if (attackingKnights != 0) { return true; } var boxAttacks = KingMovesGenerator.GetMoves(fieldIndex); - var attackingKings = boxAttacks & Pieces[(int)enemyColor][(int)Piece.King]; + var attackingKings = boxAttacks & Pieces[enemyColor][Piece.King]; if (attackingKings != 0) { return true; } var field = 1ul << fieldIndex; - var potentialPawns = boxAttacks & Pieces[(int)enemyColor][(int)Piece.Pawn]; + var potentialPawns = boxAttacks & Pieces[enemyColor][Piece.Pawn]; var attackingPawns = color == Color.White ? field & ((potentialPawns >> 7) | (potentialPawns >> 9)) : field & ((potentialPawns << 7) | (potentialPawns << 9)); @@ -521,150 +521,150 @@ public bool IsFieldAttacked(Color color, byte fieldIndex) return false; } - public byte GetAttackingPiecesWithColor(Color color, byte fieldIndex) + public byte GetAttackingPiecesWithColor(int color, byte fieldIndex) { byte result = 0; - var fileRankAttacks = RookMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[(int)color]; - var attackingRooks = fileRankAttacks & Pieces[(int)color][(int)Piece.Rook]; + var fileRankAttacks = RookMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[color]; + var attackingRooks = fileRankAttacks & Pieces[color][Piece.Rook]; if (attackingRooks != 0) { - result |= 1 << (int)Piece.Rook; + result |= 1 << Piece.Rook; } - var diagonalAttacks = BishopMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[(int)color]; - var attackingBishops = diagonalAttacks & Pieces[(int)color][(int)Piece.Bishop]; + var diagonalAttacks = BishopMovesGenerator.GetMoves(OccupancySummary, fieldIndex) & Occupancy[color]; + var attackingBishops = diagonalAttacks & Pieces[color][Piece.Bishop]; if (attackingBishops != 0) { - result |= 1 << (int)Piece.Bishop; + result |= 1 << Piece.Bishop; } - var attackingQueens = (fileRankAttacks | diagonalAttacks) & Pieces[(int)color][(int)Piece.Queen]; + var attackingQueens = (fileRankAttacks | diagonalAttacks) & Pieces[color][Piece.Queen]; if (attackingQueens != 0) { - result |= 1 << (int)Piece.Queen; + result |= 1 << Piece.Queen; } var jumpAttacks = KnightMovesGenerator.GetMoves(fieldIndex); - var attackingKnights = jumpAttacks & Pieces[(int)color][(int)Piece.Knight]; + var attackingKnights = jumpAttacks & Pieces[color][Piece.Knight]; if (attackingKnights != 0) { - result |= 1 << (int)Piece.Knight; + result |= 1 << Piece.Knight; } var boxAttacks = KingMovesGenerator.GetMoves(fieldIndex); - var attackingKings = boxAttacks & Pieces[(int)color][(int)Piece.King]; + var attackingKings = boxAttacks & Pieces[color][Piece.King]; if (attackingKings != 0) { - result |= 1 << (int)Piece.King; + result |= 1 << Piece.King; } var field = 1ul << fieldIndex; - var potentialPawns = boxAttacks & Pieces[(int)color][(int)Piece.Pawn]; + var potentialPawns = boxAttacks & Pieces[color][Piece.Pawn]; var attackingPawns = color == Color.White ? field & ((potentialPawns << 7) | (potentialPawns << 9)) : field & ((potentialPawns >> 7) | (potentialPawns >> 9)); if (attackingPawns != 0) { - result |= 1 << (int)Piece.Pawn; + result |= 1 << Piece.Pawn; } return result; } - public bool IsKingChecked(Color color) + public bool IsKingChecked(int color) { - var king = Pieces[(int)color][(int)Piece.King]; + var king = Pieces[color][Piece.King]; var kingField = BitOperations.BitScan(king); return IsFieldAttacked(color, (byte)kingField); } - public void MovePiece(Color color, Piece piece, byte from, byte to) + public void MovePiece(int color, int piece, byte from, byte to) { var move = (1ul << from) | (1ul << to); - Pieces[(int)color][(int)piece] ^= move; - Occupancy[(int)color] ^= move; + Pieces[color][piece] ^= move; + Occupancy[color] ^= move; OccupancySummary ^= move; - Position[(int)color][(int)GamePhase.Opening] -= PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Opening][from]; - Position[(int)color][(int)GamePhase.Opening] += PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Opening][to]; + Position[color][(int)GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][from]; + Position[color][(int)GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][to]; - Position[(int)color][(int)GamePhase.Ending] -= PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Ending][from]; - Position[(int)color][(int)GamePhase.Ending] += PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Ending][to]; + Position[color][(int)GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][from]; + Position[color][(int)GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][to]; } - public Piece GetPiece(Color color, byte from) + public int GetPiece(int color, byte from) { var field = 1ul << from; for (var i = 0; i < 6; i++) { - if ((Pieces[(int)color][i] & field) != 0) + if ((Pieces[color][i] & field) != 0) { - return (Piece)i; + return i; } } throw new InvalidOperationException(); } - public void AddPiece(Color color, Piece piece, byte at) + public void AddPiece(int color, int piece, byte at) { var field = 1ul << at; - Pieces[(int)color][(int)piece] ^= field; - Occupancy[(int)color] ^= field; + Pieces[color][piece] ^= field; + Occupancy[color] ^= field; OccupancySummary ^= field; - Material[(int)color] += EvaluationConstants.Pieces[(int)piece]; + Material[color] += EvaluationConstants.Pieces[piece]; - Position[(int)color][(int)GamePhase.Opening] += PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Opening][at]; - Position[(int)color][(int)GamePhase.Ending] += PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Ending][at]; + Position[color][(int)GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][at]; + Position[color][(int)GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][at]; } - public void RemovePiece(Color color, Piece piece, byte at) + public void RemovePiece(int color, int piece, byte at) { var field = 1ul << at; - Pieces[(int)color][(int)piece] ^= field; - Occupancy[(int)color] ^= field; + Pieces[color][piece] ^= field; + Occupancy[color] ^= field; OccupancySummary ^= field; - Material[(int)color] -= EvaluationConstants.Pieces[(int)piece]; + Material[color] -= EvaluationConstants.Pieces[piece]; - Position[(int)color][(int)GamePhase.Opening] -= PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Opening][at]; - Position[(int)color][(int)GamePhase.Ending] -= PieceSquareTablesData.Values[(int)piece][(int)color][(int)GamePhase.Ending][at]; + Position[color][(int)GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][at]; + Position[color][(int)GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][at]; } - public int CalculateMaterial(Color color) + public int CalculateMaterial(int color) { var material = 0; for (var i = 0; i < 6; i++) { - material += (int)BitOperations.Count(Pieces[(int)color][i]) * EvaluationConstants.Pieces[i]; + material += (int)BitOperations.Count(Pieces[color][i]) * EvaluationConstants.Pieces[i]; } return material; } - public int CalculatePosition(Color color, GamePhase phase) + public int CalculatePosition(int color, GamePhase phase) { var result = 0; for (var pieceIndex = 0; pieceIndex < 6; pieceIndex++) { - var pieces = Pieces[(int)color][pieceIndex]; + var pieces = Pieces[color][pieceIndex]; while (pieces != 0) { var lsb = BitOperations.GetLsb(pieces); pieces = BitOperations.PopLsb(pieces); var fieldIndex = BitOperations.BitScan(lsb); - result += PieceSquareTablesData.Values[pieceIndex][(int)color][(int)phase][fieldIndex]; + result += PieceSquareTablesData.Values[pieceIndex][color][(int)phase][fieldIndex]; } } @@ -674,7 +674,7 @@ public int CalculatePosition(Color color, GamePhase phase) public float GetPhaseRatio() { var openingDelta = _materialAtOpening - EvaluationConstants.OpeningEndgameEdge; - var boardDelta = Material[(int)Color.White] + Material[(int)Color.Black] - EvaluationConstants.OpeningEndgameEdge; + var boardDelta = Material[Color.White] + Material[Color.Black] - EvaluationConstants.OpeningEndgameEdge; var ratio = (float) boardDelta / openingDelta; return Math.Max(0, ratio); @@ -682,7 +682,7 @@ public float GetPhaseRatio() public GamePhase GetGamePhase() { - var totalMaterial = Material[(int)Color.White] + Material[(int)Color.Black]; + var totalMaterial = Material[Color.White] + Material[Color.Black]; return totalMaterial > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; } @@ -702,7 +702,7 @@ public bool IsThreefoldRepetition() return false; } - private Piece GetPromotionPiece(MoveFlags flags) + private int GetPromotionPiece(MoveFlags flags) { if ((flags & MoveFlags.KnightPromotion) != 0) { diff --git a/Cosette/Engine/Board/Operators/BishopOperator.cs b/Cosette/Engine/Board/Operators/BishopOperator.cs index 9c7785f..ea06f6f 100644 --- a/Cosette/Engine/Board/Operators/BishopOperator.cs +++ b/Cosette/Engine/Board/Operators/BishopOperator.cs @@ -6,10 +6,10 @@ namespace Cosette.Engine.Board.Operators { public static class BishopOperator { - public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var bishops = boardState.Pieces[(int)color][(int)Piece.Bishop]; + var bishops = boardState.Pieces[color][Piece.Bishop]; while (bishops != 0) { @@ -17,7 +17,7 @@ public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableQMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var bishops = boardState.Pieces[(int)color][(int)Piece.Bishop]; + var bishops = boardState.Pieces[color][Piece.Bishop]; while (bishops != 0) { @@ -44,7 +44,7 @@ public static int GetAvailableQMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var piece = boardState.Pieces[(int)color][(int)Piece.King]; + var piece = boardState.Pieces[color][Piece.King]; var from = BitOperations.BitScan(piece); - var availableMoves = KingMovesGenerator.GetMoves(from) & ~boardState.Occupancy[(int)color]; + var availableMoves = KingMovesGenerator.GetMoves(from) & ~boardState.Occupancy[color]; while (availableMoves != 0) { @@ -20,7 +20,7 @@ public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableQMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var piece = boardState.Pieces[(int)color][(int)Piece.King]; + var piece = boardState.Pieces[color][Piece.King]; var from = BitOperations.BitScan(piece); - var availableMoves = KingMovesGenerator.GetMoves(from) & boardState.Occupancy[(int)enemyColor]; + var availableMoves = KingMovesGenerator.GetMoves(from) & boardState.Occupancy[enemyColor]; while (availableMoves != 0) { diff --git a/Cosette/Engine/Board/Operators/KnightOperator.cs b/Cosette/Engine/Board/Operators/KnightOperator.cs index 23f69c1..1c6f313 100644 --- a/Cosette/Engine/Board/Operators/KnightOperator.cs +++ b/Cosette/Engine/Board/Operators/KnightOperator.cs @@ -6,10 +6,10 @@ namespace Cosette.Engine.Board.Operators { public static class KnightOperator { - public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var knights = boardState.Pieces[(int)color][(int)Piece.Knight]; + var knights = boardState.Pieces[color][Piece.Knight]; while (knights != 0) { @@ -17,7 +17,7 @@ public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableQMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var knights = boardState.Pieces[(int)color][(int)Piece.Knight]; + var knights = boardState.Pieces[color][Piece.Knight]; while (knights != 0) { @@ -44,7 +44,7 @@ public static int GetAvailableQMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableMoves(BoardState boardState, int color, Span moves, int offset) { offset = GetSinglePush(boardState, color, moves, offset); offset = GetDoublePush(boardState, color, moves, offset); @@ -16,7 +16,7 @@ public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableQMoves(BoardState boardState, int color, Span moves, int offset) { offset = GetDiagonalAttacks(boardState, color, color == Color.White ? 9 : 7, BoardConstants.AFile, moves, offset); offset = GetDiagonalAttacks(boardState, color, color == Color.White ? 7 : 9, BoardConstants.HFile, moves, offset); @@ -24,7 +24,7 @@ public static int GetAvailableQMoves(BoardState boardState, Color color, Span moves, int offset) + private static int GetSinglePush(BoardState boardState, int color, Span moves, int offset) { int shift; ulong promotionRank, pawns; @@ -33,14 +33,14 @@ private static int GetSinglePush(BoardState boardState, Color color, Span { shift = 8; promotionRank = BoardConstants.HRank; - pawns = boardState.Pieces[(int)Color.White][(int)Piece.Pawn]; + pawns = boardState.Pieces[Color.White][Piece.Pawn]; pawns = (pawns << 8) & ~boardState.OccupancySummary; } else { shift = -8; promotionRank = BoardConstants.ARank; - pawns = boardState.Pieces[(int)Color.Black][(int)Piece.Pawn]; + pawns = boardState.Pieces[Color.Black][Piece.Pawn]; pawns = (pawns >> 8) & ~boardState.OccupancySummary; } @@ -68,7 +68,7 @@ private static int GetSinglePush(BoardState boardState, Color color, Span return offset; } - private static int GetDoublePush(BoardState boardState, Color color, Span moves, int offset) + private static int GetDoublePush(BoardState boardState, int color, Span moves, int offset) { int shift; ulong startRank, pawns; @@ -77,7 +77,7 @@ private static int GetDoublePush(BoardState boardState, Color color, Span { shift = 16; startRank = BoardConstants.BRank; - pawns = boardState.Pieces[(int)Color.White][(int)Piece.Pawn]; + pawns = boardState.Pieces[Color.White][Piece.Pawn]; pawns = ((pawns & startRank) << 8) & ~boardState.OccupancySummary; pawns = (pawns << 8) & ~boardState.OccupancySummary; } @@ -85,7 +85,7 @@ private static int GetDoublePush(BoardState boardState, Color color, Span { shift = -16; startRank = BoardConstants.GRank; - pawns = boardState.Pieces[(int)Color.Black][(int)Piece.Pawn]; + pawns = boardState.Pieces[Color.Black][Piece.Pawn]; pawns = ((pawns & startRank) >> 8) & ~boardState.OccupancySummary; pawns = (pawns >> 8) & ~boardState.OccupancySummary; } @@ -104,7 +104,7 @@ private static int GetDoublePush(BoardState boardState, Color color, Span return offset; } - private static int GetDiagonalAttacks(BoardState boardState, Color color, int dir, ulong prohibitedFile, Span moves, int offset) + private static int GetDiagonalAttacks(BoardState boardState, int color, int dir, ulong prohibitedFile, Span moves, int offset) { int shift; ulong promotionRank, enemyOccupancy, pawns; @@ -113,16 +113,16 @@ private static int GetDiagonalAttacks(BoardState boardState, Color color, int di { shift = dir; promotionRank = BoardConstants.HRank; - enemyOccupancy = boardState.Occupancy[(int)Color.Black] | boardState.EnPassant; - pawns = boardState.Pieces[(int)Color.White][(int)Piece.Pawn]; + enemyOccupancy = boardState.Occupancy[Color.Black] | boardState.EnPassant; + pawns = boardState.Pieces[Color.White][Piece.Pawn]; pawns = ((pawns & ~prohibitedFile) << dir) & enemyOccupancy; } else { shift = -dir; promotionRank = BoardConstants.ARank; - enemyOccupancy = boardState.Occupancy[(int)Color.White] | boardState.EnPassant; - pawns = boardState.Pieces[(int)Color.Black][(int)Piece.Pawn]; + enemyOccupancy = boardState.Occupancy[Color.White] | boardState.EnPassant; + pawns = boardState.Pieces[Color.Black][Piece.Pawn]; pawns = ((pawns & ~prohibitedFile) >> dir) & enemyOccupancy; } diff --git a/Cosette/Engine/Board/Operators/QueenOperator.cs b/Cosette/Engine/Board/Operators/QueenOperator.cs index 4d1776f..14784bb 100644 --- a/Cosette/Engine/Board/Operators/QueenOperator.cs +++ b/Cosette/Engine/Board/Operators/QueenOperator.cs @@ -6,10 +6,10 @@ namespace Cosette.Engine.Board.Operators { public static class QueenOperator { - public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var queens = boardState.Pieces[(int)color][(int)Piece.Queen]; + var queens = boardState.Pieces[color][Piece.Queen]; while (queens != 0) { @@ -17,7 +17,7 @@ public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableQMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var queens = boardState.Pieces[(int)color][(int)Piece.Queen]; + var queens = boardState.Pieces[color][Piece.Queen]; while (queens != 0) { @@ -44,7 +44,7 @@ public static int GetAvailableQMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var rooks = boardState.Pieces[(int)color][(int)Piece.Rook]; + var rooks = boardState.Pieces[color][Piece.Rook]; while (rooks != 0) { @@ -17,7 +17,7 @@ public static int GetAvailableMoves(BoardState boardState, Color color, Span moves, int offset) + public static int GetAvailableQMoves(BoardState boardState, int color, Span moves, int offset) { var enemyColor = ColorOperations.Invert(color); - var rooks = boardState.Pieces[(int)color][(int)Piece.Rook]; + var rooks = boardState.Pieces[color][Piece.Rook]; while (rooks != 0) { @@ -44,7 +44,7 @@ public static int GetAvailableQMoves(BoardState boardState, Color color, Span= 40 || color == Color.Black && To <= 23) { diff --git a/Cosette/Engine/Perft/VerificationPerft.cs b/Cosette/Engine/Perft/VerificationPerft.cs index 65c83bc..ad923f2 100644 --- a/Cosette/Engine/Perft/VerificationPerft.cs +++ b/Cosette/Engine/Perft/VerificationPerft.cs @@ -55,8 +55,8 @@ private static ulong Perft(BoardState boardState, int depth, ref bool verificati private static bool VerifyBoard(BoardState board) { - if (board.Material[(int)Color.White] != board.CalculateMaterial(Color.White) || - board.Material[(int)Color.Black] != board.CalculateMaterial(Color.Black)) + if (board.Material[Color.White] != board.CalculateMaterial(Color.White) || + board.Material[Color.Black] != board.CalculateMaterial(Color.Black)) { return false; } @@ -71,10 +71,10 @@ private static bool VerifyBoard(BoardState board) return false; } - if (board.Position[(int)Color.White][(int)GamePhase.Opening] != board.CalculatePosition(Color.White, GamePhase.Opening) || - board.Position[(int)Color.White][(int)GamePhase.Ending] != board.CalculatePosition(Color.White, GamePhase.Ending) || - board.Position[(int)Color.Black][(int)GamePhase.Opening] != board.CalculatePosition(Color.Black, GamePhase.Opening) || - board.Position[(int)Color.Black][(int)GamePhase.Ending] != board.CalculatePosition(Color.Black, GamePhase.Ending)) + if (board.Position[Color.White][(int)GamePhase.Opening] != board.CalculatePosition(Color.White, GamePhase.Opening) || + board.Position[Color.White][(int)GamePhase.Ending] != board.CalculatePosition(Color.White, GamePhase.Ending) || + board.Position[Color.Black][(int)GamePhase.Opening] != board.CalculatePosition(Color.Black, GamePhase.Opening) || + board.Position[Color.Black][(int)GamePhase.Ending] != board.CalculatePosition(Color.Black, GamePhase.Ending)) { return false; } diff --git a/Cosette/Uci/UciGame.cs b/Cosette/Uci/UciGame.cs index 3667aa1..07aed32 100644 --- a/Cosette/Uci/UciGame.cs +++ b/Cosette/Uci/UciGame.cs @@ -9,7 +9,7 @@ namespace Cosette.Uci public class UciGame { public BoardState BoardState; - private Color _currentColor; + private int _currentColor; private int _currentMoveNumber; public UciGame() @@ -46,7 +46,7 @@ public Move SearchBestMove(int whiteTime, int blackTime, int depth) return bestMove; } - public void SetCurrentColor(Color color) + public void SetCurrentColor(int color) { _currentColor = color; } From 1af05d0947fe1bd6e54377ea5a932b034e6af09d Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 22 Sep 2020 14:17:59 +0200 Subject: [PATCH 010/160] Refactoring of GamePhase enum --- .../Ai/Score/Evaluators/CastlingEvaluator.cs | 8 ++--- .../Score/Evaluators/KingSafetyEvaluator.cs | 4 +-- .../Ai/Score/Evaluators/MobilityEvaluator.cs | 4 +-- .../Evaluators/PawnStructureEvaluator.cs | 16 +++++----- .../Ai/Score/Evaluators/PositionEvaluator.cs | 8 ++--- .../Score/PieceSquareTables/BishopTables.cs | 8 ++--- .../Ai/Score/PieceSquareTables/KingTables.cs | 8 ++--- .../Score/PieceSquareTables/KnightTables.cs | 8 ++--- .../Ai/Score/PieceSquareTables/PawnTables.cs | 8 ++--- .../Ai/Score/PieceSquareTables/QueenTables.cs | 8 ++--- .../Ai/Score/PieceSquareTables/RookTables.cs | 8 ++--- Cosette/Engine/Board/BoardState.cs | 30 +++++++++---------- Cosette/Engine/Common/GamePhase.cs | 6 ++-- Cosette/Engine/Fen/FenParser.cs | 8 ++--- Cosette/Engine/Perft/VerificationPerft.cs | 8 ++--- 15 files changed, 70 insertions(+), 70 deletions(-) diff --git a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs index 3e1cea7..246c6aa 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs @@ -15,14 +15,14 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa var result = 0; if (board.CastlingDone[color]) { - result = (int)(EvaluationConstants.CastlingDone[(int)GamePhase.Opening] * openingPhase) + - (int)(EvaluationConstants.CastlingDone[(int)GamePhase.Ending] * endingPhase); + result = (int)(EvaluationConstants.CastlingDone[GamePhase.Opening] * openingPhase) + + (int)(EvaluationConstants.CastlingDone[GamePhase.Ending] * endingPhase); } else if (color == Color.White && (board.Castling & Castling.WhiteCastling) == 0 || color == Color.Black && (board.Castling & Castling.BlackCastling) == 0) { - result = (int)(EvaluationConstants.CastlingFailed[(int)GamePhase.Opening] * openingPhase) + - (int)(EvaluationConstants.CastlingFailed[(int)GamePhase.Ending] * endingPhase); + result = (int)(EvaluationConstants.CastlingFailed[GamePhase.Opening] * openingPhase) + + (int)(EvaluationConstants.CastlingFailed[GamePhase.Ending] * endingPhase); } return result; diff --git a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs index c67d8d1..b26b166 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs @@ -31,8 +31,8 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa } } - return (int)(attackersCount * EvaluationConstants.KingInDanger[(int)GamePhase.Opening] * openingPhase + - attackersCount * EvaluationConstants.KingInDanger[(int)GamePhase.Ending] * endingPhase); + return (int)(attackersCount * EvaluationConstants.KingInDanger[GamePhase.Opening] * openingPhase + + attackersCount * EvaluationConstants.KingInDanger[GamePhase.Ending] * endingPhase); } } } diff --git a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs index 1bc5f7f..418e31d 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs @@ -16,8 +16,8 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa var mobility = KnightOperator.GetMobility(board, color) + BishopOperator.GetMobility(board, color) + RookOperator.GetMobility(board, color) + QueenOperator.GetMobility(board, color); - return (int)(mobility * EvaluationConstants.Mobility[(int)GamePhase.Opening] * openingPhase + - mobility * EvaluationConstants.Mobility[(int)GamePhase.Ending] * endingPhase); + return (int)(mobility * EvaluationConstants.Mobility[GamePhase.Opening] * openingPhase + + mobility * EvaluationConstants.Mobility[GamePhase.Ending] * endingPhase); } } } diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 94266e6..70ae1bc 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -100,17 +100,17 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa } } - var doubledPawnsScore = doubledPawns * EvaluationConstants.DoubledPawns[(int)GamePhase.Opening] * openingPhase + - doubledPawns * EvaluationConstants.DoubledPawns[(int)GamePhase.Ending] * endingPhase; + var doubledPawnsScore = doubledPawns * EvaluationConstants.DoubledPawns[GamePhase.Opening] * openingPhase + + doubledPawns * EvaluationConstants.DoubledPawns[GamePhase.Ending] * endingPhase; - var isolatedPawnsScore = isolatedPawns * EvaluationConstants.IsolatedPawns[(int)GamePhase.Opening] * openingPhase + - isolatedPawns * EvaluationConstants.IsolatedPawns[(int)GamePhase.Ending] * endingPhase; + var isolatedPawnsScore = isolatedPawns * EvaluationConstants.IsolatedPawns[GamePhase.Opening] * openingPhase + + isolatedPawns * EvaluationConstants.IsolatedPawns[GamePhase.Ending] * endingPhase; - var chainedPawnsScore = chainedPawns * EvaluationConstants.ChainedPawns[(int)GamePhase.Opening] * openingPhase + - chainedPawns * EvaluationConstants.ChainedPawns[(int)GamePhase.Ending] * endingPhase; + var chainedPawnsScore = chainedPawns * EvaluationConstants.ChainedPawns[GamePhase.Opening] * openingPhase + + chainedPawns * EvaluationConstants.ChainedPawns[GamePhase.Ending] * endingPhase; - var passingPawnsScore = passingPawns * EvaluationConstants.PassingPawns[(int)GamePhase.Opening] * openingPhase + - passingPawns * EvaluationConstants.PassingPawns[(int)GamePhase.Ending] * endingPhase; + var passingPawnsScore = passingPawns * EvaluationConstants.PassingPawns[GamePhase.Opening] * openingPhase + + passingPawns * EvaluationConstants.PassingPawns[GamePhase.Ending] * endingPhase; return (int)(doubledPawnsScore + isolatedPawnsScore + chainedPawnsScore + passingPawnsScore); } diff --git a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs index b3c6d06..f752f25 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs @@ -7,11 +7,11 @@ public static class PositionEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - var whitePositionScore = board.Position[Color.White][(int)GamePhase.Opening] * openingPhase + - board.Position[Color.White][(int)GamePhase.Ending] * endingPhase; + var whitePositionScore = board.Position[Color.White][GamePhase.Opening] * openingPhase + + board.Position[Color.White][GamePhase.Ending] * endingPhase; - var blackPositionScore = board.Position[Color.Black][(int)GamePhase.Opening] * openingPhase + - board.Position[Color.Black][(int)GamePhase.Ending] * endingPhase; + var blackPositionScore = board.Position[Color.Black][GamePhase.Opening] * openingPhase + + board.Position[Color.Black][GamePhase.Ending] * endingPhase; return (int)whitePositionScore - (int)blackPositionScore; } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs index 6e414b3..2ab6f67 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs @@ -32,15 +32,15 @@ public static class BishopTables // White new [] { - TableOperations.FlipVertically(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipVertically(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipVertically(Pattern[GamePhase.Opening]), + TableOperations.FlipVertically(Pattern[GamePhase.Ending]) }, // Black new [] { - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipHorizontally(Pattern[GamePhase.Opening]), + TableOperations.FlipHorizontally(Pattern[GamePhase.Ending]) } }; } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs index ac95da2..03b1849 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs @@ -32,15 +32,15 @@ public static class KingTables // White new [] { - TableOperations.FlipVertically(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipVertically(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipVertically(Pattern[GamePhase.Opening]), + TableOperations.FlipVertically(Pattern[GamePhase.Ending]) }, // Black new [] { - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipHorizontally(Pattern[GamePhase.Opening]), + TableOperations.FlipHorizontally(Pattern[GamePhase.Ending]) } }; } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs index 4cb1957..73a4512 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs @@ -32,15 +32,15 @@ public static class KnightTables // White new [] { - TableOperations.FlipVertically(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipVertically(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipVertically(Pattern[GamePhase.Opening]), + TableOperations.FlipVertically(Pattern[GamePhase.Ending]) }, // Black new [] { - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipHorizontally(Pattern[GamePhase.Opening]), + TableOperations.FlipHorizontally(Pattern[GamePhase.Ending]) } }; } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs index 4e7bd72..578de50 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs @@ -32,15 +32,15 @@ public static class PawnTables // White new [] { - TableOperations.FlipVertically(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipVertically(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipVertically(Pattern[GamePhase.Opening]), + TableOperations.FlipVertically(Pattern[GamePhase.Ending]) }, // Black new [] { - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipHorizontally(Pattern[GamePhase.Opening]), + TableOperations.FlipHorizontally(Pattern[GamePhase.Ending]) } }; } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs index 93227c7..9a03118 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs @@ -32,15 +32,15 @@ public static class QueenTables // White new [] { - TableOperations.FlipVertically(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipVertically(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipVertically(Pattern[GamePhase.Opening]), + TableOperations.FlipVertically(Pattern[GamePhase.Ending]) }, // Black new [] { - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipHorizontally(Pattern[GamePhase.Opening]), + TableOperations.FlipHorizontally(Pattern[GamePhase.Ending]) } }; } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs index 7757464..64e76d2 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs @@ -32,15 +32,15 @@ public static class RookTables // White new [] { - TableOperations.FlipVertically(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipVertically(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipVertically(Pattern[GamePhase.Opening]), + TableOperations.FlipVertically(Pattern[GamePhase.Ending]) }, // Black new [] { - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Opening]), - TableOperations.FlipHorizontally(Pattern[(int)GamePhase.Ending]) + TableOperations.FlipHorizontally(Pattern[GamePhase.Opening]), + TableOperations.FlipHorizontally(Pattern[GamePhase.Ending]) } }; } diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index c05718b..f4e3d3d 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -92,10 +92,10 @@ public void SetDefaultState() Material[Color.White] = CalculateMaterial(Color.White); Material[Color.Black] = CalculateMaterial(Color.Black); - Position[Color.White][(int)GamePhase.Opening] = CalculatePosition(Color.White, GamePhase.Opening); - Position[Color.White][(int)GamePhase.Ending] = CalculatePosition(Color.White, GamePhase.Ending); - Position[Color.Black][(int)GamePhase.Opening] = CalculatePosition(Color.Black, GamePhase.Opening); - Position[Color.Black][(int)GamePhase.Ending] = CalculatePosition(Color.Black, GamePhase.Ending); + Position[Color.White][GamePhase.Opening] = CalculatePosition(Color.White, GamePhase.Opening); + Position[Color.White][GamePhase.Ending] = CalculatePosition(Color.White, GamePhase.Ending); + Position[Color.Black][GamePhase.Opening] = CalculatePosition(Color.Black, GamePhase.Opening); + Position[Color.Black][GamePhase.Ending] = CalculatePosition(Color.Black, GamePhase.Ending); Hash = ZobristHashing.CalculateHash(this); PawnHash = ZobristHashing.CalculatePawnHash(this); @@ -589,11 +589,11 @@ public void MovePiece(int color, int piece, byte from, byte to) Occupancy[color] ^= move; OccupancySummary ^= move; - Position[color][(int)GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][from]; - Position[color][(int)GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][to]; + Position[color][GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][GamePhase.Opening][from]; + Position[color][GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][GamePhase.Opening][to]; - Position[color][(int)GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][from]; - Position[color][(int)GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][to]; + Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][from]; + Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][to]; } public int GetPiece(int color, byte from) @@ -621,8 +621,8 @@ public void AddPiece(int color, int piece, byte at) Material[color] += EvaluationConstants.Pieces[piece]; - Position[color][(int)GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][at]; - Position[color][(int)GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][at]; + Position[color][GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][GamePhase.Opening][at]; + Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][at]; } public void RemovePiece(int color, int piece, byte at) @@ -635,8 +635,8 @@ public void RemovePiece(int color, int piece, byte at) Material[color] -= EvaluationConstants.Pieces[piece]; - Position[color][(int)GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Opening][at]; - Position[color][(int)GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][(int)GamePhase.Ending][at]; + Position[color][GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][GamePhase.Opening][at]; + Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][at]; } public int CalculateMaterial(int color) @@ -651,7 +651,7 @@ public int CalculateMaterial(int color) return material; } - public int CalculatePosition(int color, GamePhase phase) + public int CalculatePosition(int color, int phase) { var result = 0; @@ -664,7 +664,7 @@ public int CalculatePosition(int color, GamePhase phase) pieces = BitOperations.PopLsb(pieces); var fieldIndex = BitOperations.BitScan(lsb); - result += PieceSquareTablesData.Values[pieceIndex][color][(int)phase][fieldIndex]; + result += PieceSquareTablesData.Values[pieceIndex][color][phase][fieldIndex]; } } @@ -680,7 +680,7 @@ public float GetPhaseRatio() return Math.Max(0, ratio); } - public GamePhase GetGamePhase() + public int GetGamePhase() { var totalMaterial = Material[Color.White] + Material[Color.Black]; return totalMaterial > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; diff --git a/Cosette/Engine/Common/GamePhase.cs b/Cosette/Engine/Common/GamePhase.cs index dd1d2a1..a619d8c 100644 --- a/Cosette/Engine/Common/GamePhase.cs +++ b/Cosette/Engine/Common/GamePhase.cs @@ -1,8 +1,8 @@ namespace Cosette.Engine.Common { - public enum GamePhase + public static class GamePhase { - Opening, - Ending + public const int Opening = 0; + public const int Ending = 1; } } diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenParser.cs index a312248..b1c1c69 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenParser.cs @@ -26,10 +26,10 @@ public static BoardState Parse(string fen, out int moveNumber) result.Material[Color.White] = result.CalculateMaterial(Color.White); result.Material[Color.Black] = result.CalculateMaterial(Color.Black); - result.Position[Color.White][(int)GamePhase.Opening] = result.CalculatePosition(Color.White, GamePhase.Opening); - result.Position[Color.White][(int)GamePhase.Ending] = result.CalculatePosition(Color.White, GamePhase.Ending); - result.Position[Color.Black][(int)GamePhase.Opening] = result.CalculatePosition(Color.Black, GamePhase.Opening); - result.Position[Color.Black][(int)GamePhase.Ending] = result.CalculatePosition(Color.Black, GamePhase.Ending); + result.Position[Color.White][GamePhase.Opening] = result.CalculatePosition(Color.White, GamePhase.Opening); + result.Position[Color.White][GamePhase.Ending] = result.CalculatePosition(Color.White, GamePhase.Ending); + result.Position[Color.Black][GamePhase.Opening] = result.CalculatePosition(Color.Black, GamePhase.Opening); + result.Position[Color.Black][GamePhase.Ending] = result.CalculatePosition(Color.Black, GamePhase.Ending); result.ColorToMove = colorState == "w" ? Color.White : Color.Black; result.Hash = ZobristHashing.CalculateHash(result); diff --git a/Cosette/Engine/Perft/VerificationPerft.cs b/Cosette/Engine/Perft/VerificationPerft.cs index ad923f2..f9fbadf 100644 --- a/Cosette/Engine/Perft/VerificationPerft.cs +++ b/Cosette/Engine/Perft/VerificationPerft.cs @@ -71,10 +71,10 @@ private static bool VerifyBoard(BoardState board) return false; } - if (board.Position[Color.White][(int)GamePhase.Opening] != board.CalculatePosition(Color.White, GamePhase.Opening) || - board.Position[Color.White][(int)GamePhase.Ending] != board.CalculatePosition(Color.White, GamePhase.Ending) || - board.Position[Color.Black][(int)GamePhase.Opening] != board.CalculatePosition(Color.Black, GamePhase.Opening) || - board.Position[Color.Black][(int)GamePhase.Ending] != board.CalculatePosition(Color.Black, GamePhase.Ending)) + if (board.Position[Color.White][GamePhase.Opening] != board.CalculatePosition(Color.White, GamePhase.Opening) || + board.Position[Color.White][GamePhase.Ending] != board.CalculatePosition(Color.White, GamePhase.Ending) || + board.Position[Color.Black][GamePhase.Opening] != board.CalculatePosition(Color.Black, GamePhase.Opening) || + board.Position[Color.Black][GamePhase.Ending] != board.CalculatePosition(Color.Black, GamePhase.Ending)) { return false; } From 0ec7fe397190c132599678545c103393c5376708 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 22 Sep 2020 20:02:34 +0200 Subject: [PATCH 011/160] Refactoring of score evaluation --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 6 ++-- Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 14 ++++---- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 16 +++++----- .../Ai/Ordering/StaticExchangeEvaluation.cs | 21 ++++++------ Cosette/Engine/Ai/Score/Evaluation.cs | 4 +-- .../Ai/Score/Evaluators/CastlingEvaluator.cs | 19 +++++------ .../Score/Evaluators/KingSafetyEvaluator.cs | 5 +-- .../Ai/Score/Evaluators/MaterialEvaluator.cs | 5 +-- .../Ai/Score/Evaluators/MobilityEvaluator.cs | 9 ++++-- .../Evaluators/PawnStructureEvaluator.cs | 15 +++++---- .../Ai/Score/Evaluators/PositionEvaluator.cs | 13 ++++---- .../Score/PieceSquareTables/BishopTables.cs | 26 +++++++-------- .../Score/PieceSquareTables/KnightTables.cs | 12 +++---- .../Ai/Score/PieceSquareTables/PawnTables.cs | 32 +++++++++---------- .../Ai/Score/PieceSquareTables/QueenTables.cs | 32 +++++++++---------- .../Ai/Score/PieceSquareTables/RookTables.cs | 32 +++++++++---------- .../PieceSquareTables/TableOperations.cs | 4 +-- Cosette/Uci/UciClient.cs | 2 +- 18 files changed, 136 insertions(+), 131 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index 8273afd..ae04321 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -12,10 +12,10 @@ static HistoryHeuristic() _historyMoves[Color.White] = new byte[64][]; _historyMoves[Color.Black] = new byte[64][]; - for (var i = 0; i < 64; i++) + for (var from = 0; from < 64; from++) { - _historyMoves[Color.White][i] = new byte[64]; - _historyMoves[Color.Black][i] = new byte[64]; + _historyMoves[Color.White][from] = new byte[64]; + _historyMoves[Color.Black][from] = new byte[64]; } } diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index abee7e1..1bd6889 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -14,18 +14,18 @@ static KillerHeuristic() _killerMoves[Color.White] = new Move[SearchConstants.MaxDepth][]; _killerMoves[Color.Black] = new Move[SearchConstants.MaxDepth][]; - for (var i = 0; i < SearchConstants.MaxDepth; i++) + for (var depth = 0; depth < SearchConstants.MaxDepth; depth++) { - _killerMoves[Color.White][i] = new Move[MoveOrderingConstants.KillerSlots]; - _killerMoves[Color.Black][i] = new Move[MoveOrderingConstants.KillerSlots]; + _killerMoves[Color.White][depth] = new Move[MoveOrderingConstants.KillerSlots]; + _killerMoves[Color.Black][depth] = new Move[MoveOrderingConstants.KillerSlots]; } } public static void AddKillerMove(Move move, int color, int depth) { - for (var i = MoveOrderingConstants.KillerSlots - 2; i >= 0; i--) + for (var slot = MoveOrderingConstants.KillerSlots - 2; slot >= 0; slot--) { - _killerMoves[color][depth][i + 1] = _killerMoves[color][depth][i]; + _killerMoves[color][depth][slot + 1] = _killerMoves[color][depth][slot]; } _killerMoves[color][depth][0] = move; @@ -33,9 +33,9 @@ public static void AddKillerMove(Move move, int color, int depth) public static bool KillerMoveExists(Move move, int color, int depth) { - for (var i = 0; i < MoveOrderingConstants.KillerSlots; i++) + for (var slot = 0; slot < MoveOrderingConstants.KillerSlots; slot++) { - if (_killerMoves[color][depth][i] == move) + if (_killerMoves[color][depth][slot] == move) { return true; } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index b892441..ad61ef2 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -54,22 +54,22 @@ public static void AssignValues(BoardState board, Span moves, Span public static void AssignQValues(BoardState board, Span moves, Span moveValues, int movesCount) { var enemyColor = ColorOperations.Invert(board.ColorToMove); - for (var i = 0; i < movesCount; i++) + for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { - if ((moves[i].Flags & MoveFlags.EnPassant) != 0) + if ((moves[moveIndex].Flags & MoveFlags.EnPassant) != 0) { - moveValues[i] = MoveOrderingConstants.Capture; + moveValues[moveIndex] = MoveOrderingConstants.Capture; } else { - var attackingPiece = moves[i].PieceType; - var capturedPiece = board.GetPiece(enemyColor, moves[i].To); + var attackingPiece = moves[moveIndex].PieceType; + var capturedPiece = board.GetPiece(enemyColor, moves[moveIndex].To); - var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[i].To); - var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[i].To); + var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); + var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[moveIndex].To); var seeEvaluation = StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attackers, defenders); - moveValues[i] = (short)(MoveOrderingConstants.Capture + seeEvaluation); + moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } } } diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index c895d52..650d00c 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -21,15 +21,15 @@ public static short Evaluate(int attackingPiece, int capturedPiece, int attacker private static void InitTable() { _table = new short[6][][][]; - for (var attackingPieceIndex = 0; attackingPieceIndex < 6; attackingPieceIndex++) + for (var attackingPiece = 0; attackingPiece < 6; attackingPiece++) { - _table[attackingPieceIndex] = new short[6][][]; - for (var capturedPieceIndex = 0; capturedPieceIndex < 6; capturedPieceIndex++) + _table[attackingPiece] = new short[6][][]; + for (var capturedPiece = 0; capturedPiece < 6; capturedPiece++) { - _table[attackingPieceIndex][capturedPieceIndex] = new short[64][]; + _table[attackingPiece][capturedPiece] = new short[64][]; for (var attackerIndex = 0; attackerIndex < 64; attackerIndex++) { - _table[attackingPieceIndex][capturedPieceIndex][attackerIndex] = new short[64]; + _table[attackingPiece][capturedPiece][attackerIndex] = new short[64]; } } } @@ -37,18 +37,15 @@ private static void InitTable() private static void PopulateTable() { - for (var attackingPieceIndex = 0; attackingPieceIndex < 6; attackingPieceIndex++) + for (var attackingPiece = 0; attackingPiece < 6; attackingPiece++) { - for (var capturedPieceIndex = 0; capturedPieceIndex < 6; capturedPieceIndex++) + for (var capturedPiece = 0; capturedPiece < 6; capturedPiece++) { - var attackingPiece = attackingPieceIndex; - var capturedPiece = capturedPieceIndex; - for (ulong attackerIndex = 0; attackerIndex < 64; attackerIndex++) { for (ulong defenderIndex = 0; defenderIndex < 64; defenderIndex++) { - var attackers = attackerIndex & ~(1ul << attackingPieceIndex); + var attackers = attackerIndex & ~(1ul << attackingPiece); var defenders = defenderIndex; var currentPieceOnField = attackingPiece; @@ -96,7 +93,7 @@ private static void PopulateTable() } } - _table[attackingPieceIndex][capturedPieceIndex][attackerIndex][defenderIndex] = (short)result; + _table[attackingPiece][capturedPiece][attackerIndex][defenderIndex] = (short)result; } } } diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index 75b1a4e..f11037b 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -9,9 +9,9 @@ public class Evaluation public static int Evaluate(BoardState board, int color) { var openingPhase = board.GetPhaseRatio(); - var endingPhase = 1 - openingPhase; + var endingPhase = 1f - openingPhase; - var result = MaterialEvaluator.Evaluate(board, openingPhase, endingPhase); + var result = MaterialEvaluator.Evaluate(board); result += CastlingEvaluator.Evaluate(board, openingPhase, endingPhase); result += PositionEvaluator.Evaluate(board, openingPhase, endingPhase); result += PawnStructureEvaluator.Evaluate(board, openingPhase, endingPhase); diff --git a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs index 246c6aa..50a59c4 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/CastlingEvaluator.cs @@ -7,25 +7,26 @@ public static class CastlingEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - return Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); + return Evaluate(board, Color.White, openingPhase, endingPhase) - + Evaluate(board, Color.Black, openingPhase, endingPhase); } public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) { - var result = 0; if (board.CastlingDone[color]) { - result = (int)(EvaluationConstants.CastlingDone[GamePhase.Opening] * openingPhase) + - (int)(EvaluationConstants.CastlingDone[GamePhase.Ending] * endingPhase); + return (int)(EvaluationConstants.CastlingDone[GamePhase.Opening] * openingPhase + + EvaluationConstants.CastlingDone[GamePhase.Ending] * endingPhase); } - else if (color == Color.White && (board.Castling & Castling.WhiteCastling) == 0 || - color == Color.Black && (board.Castling & Castling.BlackCastling) == 0) + + if (color == Color.White && (board.Castling & Castling.WhiteCastling) == 0 || + color == Color.Black && (board.Castling & Castling.BlackCastling) == 0) { - result = (int)(EvaluationConstants.CastlingFailed[GamePhase.Opening] * openingPhase) + - (int)(EvaluationConstants.CastlingFailed[GamePhase.Ending] * endingPhase); + return (int)(EvaluationConstants.CastlingFailed[GamePhase.Opening] * openingPhase + + EvaluationConstants.CastlingFailed[GamePhase.Ending] * endingPhase); } - return result; + return 0; } } } diff --git a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs index b26b166..7d02fea 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs @@ -8,7 +8,8 @@ public static class KingSafetyEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - return Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); + return Evaluate(board, Color.White, openingPhase, endingPhase) - + Evaluate(board, Color.Black, openingPhase, endingPhase); } public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) @@ -21,8 +22,8 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa while (fieldsAroundKing != 0) { var lsb = BitOperations.GetLsb(fieldsAroundKing); - fieldsAroundKing = BitOperations.PopLsb(fieldsAroundKing); var field = BitOperations.BitScan(lsb); + fieldsAroundKing = BitOperations.PopLsb(fieldsAroundKing); var attackingPieces = board.IsFieldAttacked(color, (byte)field); if (attackingPieces) diff --git a/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs index 40efb7f..9c78c5f 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MaterialEvaluator.cs @@ -5,9 +5,10 @@ namespace Cosette.Engine.Ai.Score.Evaluators { public static class MaterialEvaluator { - public static int Evaluate(BoardState board, float openingPhase, float endingPhase) + public static int Evaluate(BoardState board) { - return board.Material[Color.White] - board.Material[Color.Black]; + return board.Material[Color.White] - + board.Material[Color.Black]; } } } diff --git a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs index 418e31d..efab005 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/MobilityEvaluator.cs @@ -8,13 +8,16 @@ public static class MobilityEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - return Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); + return Evaluate(board, Color.White, openingPhase, endingPhase) - + Evaluate(board, Color.Black, openingPhase, endingPhase); } public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) { - var mobility = KnightOperator.GetMobility(board, color) + BishopOperator.GetMobility(board, color) + - RookOperator.GetMobility(board, color) + QueenOperator.GetMobility(board, color); + var mobility = KnightOperator.GetMobility(board, color) + + BishopOperator.GetMobility(board, color) + + RookOperator.GetMobility(board, color) + + QueenOperator.GetMobility(board, color); return (int)(mobility * EvaluationConstants.Mobility[GamePhase.Opening] * openingPhase + mobility * EvaluationConstants.Mobility[GamePhase.Ending] * endingPhase); diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 70ae1bc..3107cc6 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -46,9 +46,10 @@ public static int Evaluate(BoardState board, float openingPhase, float endingPha return entry.Score; } - var result = Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); - PawnHashTable.Add(board.PawnHash, (short)result); + var result = Evaluate(board, Color.White, openingPhase, endingPhase) - + Evaluate(board, Color.Black, openingPhase, endingPhase); + PawnHashTable.Add(board.PawnHash, (short)result); return result; } @@ -60,11 +61,11 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa var passingPawns = 0; var enemyColor = ColorOperations.Invert(color); - for (var i = 0; i < 8; i++) + for (var file = 0; file < 8; file++) { - var pawnsOnInnerMask = board.Pieces[color][Piece.Pawn] & _innerFileMasks[i]; - var pawnsOnOuterMask = board.Pieces[color][Piece.Pawn] & _outerFileMasks[i]; - var enemyPawnsOnInnerMask = board.Pieces[enemyColor][Piece.Pawn] & _innerFileMasks[i]; + var pawnsOnInnerMask = board.Pieces[color][Piece.Pawn] & _innerFileMasks[file]; + var pawnsOnOuterMask = board.Pieces[color][Piece.Pawn] & _outerFileMasks[file]; + var enemyPawnsOnInnerMask = board.Pieces[enemyColor][Piece.Pawn] & _innerFileMasks[file]; var pawnsCount = (int)BitOperations.Count(pawnsOnInnerMask); if (pawnsCount > 1) @@ -90,8 +91,8 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa while (pieces != 0) { var lsb = BitOperations.GetLsb(pieces); - pieces = BitOperations.PopLsb(pieces); var field = BitOperations.BitScan(lsb); + pieces = BitOperations.PopLsb(pieces); var chain = _chainMasks[field] & board.Pieces[color][Piece.Pawn]; if (chain != 0) diff --git a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs index f752f25..f496302 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PositionEvaluator.cs @@ -7,13 +7,14 @@ public static class PositionEvaluator { public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { - var whitePositionScore = board.Position[Color.White][GamePhase.Opening] * openingPhase + - board.Position[Color.White][GamePhase.Ending] * endingPhase; - - var blackPositionScore = board.Position[Color.Black][GamePhase.Opening] * openingPhase + - board.Position[Color.Black][GamePhase.Ending] * endingPhase; + return Evaluate(board, Color.White, openingPhase, endingPhase) - + Evaluate(board, Color.Black, openingPhase, endingPhase); + } - return (int)whitePositionScore - (int)blackPositionScore; + public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) + { + return (int)(board.Position[color][GamePhase.Opening] * openingPhase + + board.Position[color][GamePhase.Ending] * endingPhase); } } } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs index 2ab6f67..af7644d 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/BishopTables.cs @@ -8,22 +8,22 @@ public static class BishopTables { // Opening new[] { -5, -5, -5, -5, -5, -5, -5, -5, - -5, 0, 0, 0, 0, 0, 0, -5, - -5, 0, 0, 5, 5, 0, 0, -5, - -5, 0, 5, 5, 5, 5, 0, -5, - -5, 5, 5, 10, 10, 5, 5, -5, - -5, 5, 10, 10, 10, 10, 5, -5, - -5, 10, 0, 5, 5, 0, 10, -5, - -5, -5, 0, -5, -5, 0, -5, -5 }, + -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 5, 5, 0, 0, -5, + -5, 0, 5, 5, 5, 5, 0, -5, + -5, 5, 5, 10, 10, 5, 5, -5, + -5, 5, 10, 10, 10, 10, 5, -5, + -5, 10, 0, 5, 5, 0, 10, -5, + -5, -5, 0, -5, -5, 0, -5, -5 }, // Ending new[] { -5, -5, -5, -5, -5, -5, -5, -5, - -5, 0, 0, 0, 0, 0, 0, -5, - -5, 0, 0, 0, 0, 0, 0, -5, - -5, 0, 0, 0, 0, 0, 0, -5, - -5, 0, 0, 0, 0, 0, 0, -5, - -5, 0, 0, 0, 0, 0, 0, -5, - -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 0, 0, 0, 0, -5, + -5, 0, 0, 0, 0, 0, 0, -5, -5, -5, -5, -5, -5, -5, -5, -5 } }; diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs index 73a4512..55710fe 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/KnightTables.cs @@ -18,12 +18,12 @@ public static class KnightTables // Ending new[] { -20, -10, -10, -10, -10, -10, -10, -20, - -10, 0, 0, 0, 0, 0, 0, -10, - -10, 0, 0, 0, 0, 0, 0, -10, - -10, 0, 0, 0, 0, 0, 0, -10, - -10, 0, 0, 0, 0, 0, 0, -10, - -10, 0, 0, 0, 0, 0, 0, -10, - -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, -20, -10, -10, -10, -10, -10, -10, -20 } }; diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs index 578de50..66ebe42 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs @@ -7,24 +7,24 @@ public static class PawnTables public static int[][] Pattern = { // Opening - new[] {20, 20, 20, 20, 20, 20, 20, 20, - 15, 15, 15, 15, 15, 15, 15, 15, - 10, 10, 10, 10, 10, 10, 10, 10, - 5, 5, 5, 5, 5, 5, 5, 5, - -15, -15, -15, 10, 10, -15, -15, -15, - 10, -5, -10, 5, 5, -10, -5, 10, - 10, 0, 0, -10, -10, 10, 10, 10, - 0, 0, 0, 0, 0, 0, 0, 0 }, + new[] { 20, 20, 20, 20, 20, 20, 20, 20, + 15, 15, 15, 15, 15, 15, 15, 15, + 10, 10, 10, 10, 10, 10, 10, 10, + 5, 5, 5, 5, 5, 5, 5, 5, + -15, -15, -15, 10, 10, -15, -15, -15, + 10, -5, -10, 5, 5, -10, -5, 10, + 10, 0, 0, -10, -10, 10, 10, 10, + 0, 0, 0, 0, 0, 0, 0, 0 }, // Ending - new[] { 25, 25, 25, 25, 25, 25, 25, 25, - 20, 20, 20, 20, 20, 20, 20, 20, - 15, 15, 15, 15, 15, 15, 15, 15, - 10, 10, 10, 10, 10, 10, 10, 10, - 5, 5, 5, 5, 5, 5, 5, 5, - 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0, - 0, 0, 0, 0, 0, 0, 0, 0 } + new[] { 25, 25, 25, 25, 25, 25, 25, 25, + 20, 20, 20, 20, 20, 20, 20, 20, + 15, 15, 15, 15, 15, 15, 15, 15, + 10, 10, 10, 10, 10, 10, 10, 10, + 5, 5, 5, 5, 5, 5, 5, 5, + 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0, + 0, 0, 0, 0, 0, 0, 0, 0 } }; public static int[][][] Values = diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs index 9a03118..4f2b9f5 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/QueenTables.cs @@ -7,24 +7,24 @@ public static class QueenTables public static int[][] Pattern = { // Opening - new[] { -15, -10, -10, -5, -5, -10, -10, -15, - -10, 0, 0, 0, 0, 0, 0, -10, - -10, 0, 5, 5, 5, 5, 0, -10, - -5, 0, 5, 10, 10, 5, 0, -5, - -5, 0, 5, 10, 10, 5, 0, -5, - -10, 0, 5, 5, 5, 5, 0, -10, - -10, 0, 0, 0, 0, 0, 0, -10, - -15, -10, -10, -5, -5, -10, -10, -15 }, + new[] { -15, -10, -10, -5, -5, -10, -10, -15, + -10, 0, 0, 0, 0, 0, 0, -10, + -10, 0, 5, 5, 5, 5, 0, -10, + -5, 0, 5, 10, 10, 5, 0, -5, + -5, 0, 5, 10, 10, 5, 0, -5, + -10, 0, 5, 5, 5, 5, 0, -10, + -10, 0, 0, 0, 0, 0, 0, -10, + -15, -10, -10, -5, -5, -10, -10, -15 }, // Ending - new[] { 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5} + new[] { 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5 } }; public static int[][][] Values = diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs index 64e76d2..cb8bfd1 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/RookTables.cs @@ -7,24 +7,24 @@ public static class RookTables public static int[][] Pattern = { // Opening - new[] {10, 0, 0, 0, 0, 0, 0, 10, - 10, 0, 0, 0, 0, 0, 0, 10, - 10, 0, 0, 0, 0, 0, 0, 10, - 10, 0, 0, 0, 0, 0, 0, 10, - 5, 0, 0, 0, 0, 0, 0, 5, - 5, 0, 0, 0, 0, 0, 0, 5, - 5, 0, 0, 0, 0, 0, 0, 5, - 0, 0, 0, 10, 5, 10, 0, 0 }, + new[] { 10, 0, 0, 0, 0, 0, 0, 10, + 10, 0, 0, 0, 0, 0, 0, 10, + 10, 0, 0, 0, 0, 0, 0, 10, + 10, 0, 0, 0, 0, 0, 0, 10, + 5, 0, 0, 0, 0, 0, 0, 5, + 5, 0, 0, 0, 0, 0, 0, 5, + 5, 0, 0, 0, 0, 0, 0, 5, + 0, 0, 0, 10, 5, 10, 0, 0 }, // Ending - new[] { 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5, - 5, 5, 5, 5, 5, 5, 5, 5 } + new[] { 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5, + 5, 5, 5, 5, 5, 5, 5, 5 } }; public static int[][][] Values = diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/TableOperations.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/TableOperations.cs index 63497ae..c617e52 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/TableOperations.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/TableOperations.cs @@ -5,9 +5,9 @@ public static class TableOperations public static int[] FlipVertically(int[] array) { var result = new int[64]; - for (var i = 0; i < 64; i++) + for (var fieldIndex = 0; fieldIndex < 64; fieldIndex++) { - result[i] = array[63 - i]; + result[fieldIndex] = array[63 - fieldIndex]; } return result; diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 0718000..fa0adf2 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -115,7 +115,7 @@ private void OnSearchUpdate(object sender, SearchStatistics stats) var openingPhase = stats.Board.GetPhaseRatio(); var endingPhase = 1 - openingPhase; - var materialEvaluation = MaterialEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); + var materialEvaluation = MaterialEvaluator.Evaluate(stats.Board); var castlingEvaluation = CastlingEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var positionEvaluation = PositionEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); From 7907d99ee3005b94d1827541790a4cd9b7854188 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 22 Sep 2020 20:58:43 +0200 Subject: [PATCH 012/160] Refactoring of search --- .../Engine/Ai/Search/IterativeDeepening.cs | 68 +++++---------- Cosette/Engine/Ai/Search/NegaMax.cs | 83 +++++++++---------- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 33 ++++---- Cosette/Engine/Ai/Search/SearchConstants.cs | 4 +- Cosette/Engine/Ai/Search/SearchContext.cs | 31 +++++++ .../Interactive/Commands/BenchmarkCommand.cs | 10 +-- Cosette/Uci/Commands/GoCommand.cs | 37 +++++---- Cosette/Uci/Commands/StopCommand.cs | 4 +- Cosette/Uci/UciGame.cs | 24 +++--- 9 files changed, 154 insertions(+), 140 deletions(-) create mode 100644 Cosette/Engine/Ai/Search/SearchContext.cs diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 6c3f589..bcb7a61 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -4,7 +4,6 @@ using System.Threading.Tasks; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; -using Cosette.Engine.Ai.Time; using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; using Cosette.Engine.Common; @@ -14,75 +13,53 @@ namespace Cosette.Engine.Ai.Search { public static class IterativeDeepening { - public static bool AbortSearch { get; set; } - public static bool WaitForStopCommand { get; set; } - public static List MoveRestrictions { get; set; } - public static ulong MaxNodesCount { get; set; } public static event EventHandler OnSearchUpdate; - public static Move FindBestMove(BoardState board, int remainingTime, int depth, int moveNumber) + public static Move FindBestMove(SearchContext context) { - var statistics = new SearchStatistics(); var expectedExecutionTime = 0; - var alpha = SearchConstants.MinValue; - var beta = SearchConstants.MaxValue; - TranspositionTable.Clear(); HistoryHeuristic.Clear(); - var timeLimit = TimeScheduler.CalculateTimeForMove(remainingTime, moveNumber); - var stopwatch = Stopwatch.StartNew(); - var lastTotalNodesCount = 100ul; + var alpha = SearchConstants.MinValue; + var beta = SearchConstants.MaxValue; + var lastSearchTime = 10ul; var bestMove = Move.Empty; + var stopwatch = Stopwatch.StartNew(); - AbortSearch = false; - - for (byte currentDepth = 1; currentDepth < SearchConstants.MaxDepth && !IsScoreCheckmate(statistics.Score); currentDepth++) + for (var depth = 1; expectedExecutionTime <= context.MaxTime && depth <= context.MaxDepth && !IsScoreCheckmate(context.Statistics.Score); depth++) { - if (expectedExecutionTime > timeLimit) - { - break; - } - - statistics.Clear(); + context.Statistics.Clear(); - statistics.Board = board; - statistics.Depth = currentDepth; - statistics.Score = NegaMax.FindBestMove(board, currentDepth, 0, alpha, beta, true, true, statistics); - statistics.SearchTime = (ulong)stopwatch.ElapsedMilliseconds; - statistics.PrincipalVariationMovesCount = GetPrincipalVariation(board, statistics.PrincipalVariation, 0); + context.Statistics.Board = context.BoardState; + context.Statistics.Depth = depth; + context.Statistics.Score = NegaMax.FindBestMove(context, depth, 0, alpha, beta, true, true); + context.Statistics.SearchTime = (ulong)stopwatch.ElapsedMilliseconds; + context.Statistics.PrincipalVariationMovesCount = GetPrincipalVariation(context.BoardState, context.Statistics.PrincipalVariation, 0); + bestMove = context.Statistics.PrincipalVariation[0]; - bestMove = statistics.PrincipalVariation[0]; - stopwatch.Stop(); - - if (AbortSearch) + if (context.AbortSearch) { break; } - OnSearchUpdate?.Invoke(null, statistics); - stopwatch.Start(); + OnSearchUpdate?.Invoke(null, context.Statistics); - if (currentDepth == depth) - { - break; - } - - var ratio = (float)statistics.TotalNodes / lastTotalNodesCount; - expectedExecutionTime = (int)(statistics.SearchTime * ratio); - lastTotalNodesCount = statistics.TotalNodes; + var ratio = (float)context.Statistics.SearchTime / lastSearchTime; + expectedExecutionTime = (int)(context.Statistics.SearchTime * ratio); + lastSearchTime = context.Statistics.SearchTime; } - while (WaitForStopCommand) + while (context.WaitForStopCommand) { - Task.Delay(50).GetAwaiter().GetResult(); + Task.Delay(1).GetAwaiter().GetResult(); } - if (AbortSearch) + if (context.AbortSearch) { TranspositionTable.Clear(); - AbortSearch = false; + context.AbortSearch = false; } return bestMove; @@ -109,7 +86,6 @@ private static int GetPrincipalVariation(BoardState board, Move[] moves, int mov } moves[movesCount] = entry.BestMove; - board.MakeMove(entry.BestMove); var enemyColor = ColorOperations.Invert(board.ColorToMove); diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 6c44bb1..8defe2f 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -1,5 +1,4 @@ using System; -using System.Runtime.CompilerServices; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Transposition; @@ -11,47 +10,47 @@ namespace Cosette.Engine.Ai.Search { public static class NegaMax { - public static int FindBestMove(BoardState board, int depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode, SearchStatistics statistics) + public static int FindBestMove(SearchContext context, int depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode) { - if (statistics.Nodes >= IterativeDeepening.MaxNodesCount) + if (context.Statistics.Nodes >= context.MaxNodesCount) { - IterativeDeepening.AbortSearch = true; + context.AbortSearch = true; return 0; } - if (IterativeDeepening.AbortSearch) + if (context.AbortSearch) { return 0; } - statistics.Nodes++; + context.Statistics.Nodes++; - if (board.Pieces[board.ColorToMove][Piece.King] == 0) + if (context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King] == 0) { - statistics.Leafs++; + context.Statistics.Leafs++; return -EvaluationConstants.Checkmate + ply; } - if (board.IsThreefoldRepetition()) + if (context.BoardState.IsThreefoldRepetition()) { - statistics.Leafs++; + context.Statistics.Leafs++; return EvaluationConstants.ThreefoldRepetition; } if (depth <= 0) { - statistics.Leafs++; - return QuiescenceSearch.FindBestMove(board, depth, ply, alpha, beta, statistics); + context.Statistics.Leafs++; + return QuiescenceSearch.FindBestMove(context, depth, ply, alpha, beta); } var originalAlpha = alpha; var bestMove = Move.Empty; - var entry = TranspositionTable.Get(board.Hash); - if (entry.Hash == board.Hash) + var entry = TranspositionTable.Get(context.BoardState.Hash); + if (entry.Hash == context.BoardState.Hash) { #if DEBUG - statistics.TTHits++; + context.Statistics.TTHits++; #endif if (entry.Depth >= depth) @@ -87,7 +86,7 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, if (alpha >= beta) { - statistics.Leafs++; + context.Statistics.Leafs++; return entry.Score; } } @@ -95,26 +94,26 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, #if DEBUG else { - statistics.TTNonHits++; + context.Statistics.TTNonHits++; } #endif #if DEBUG - if (entry.Type != TranspositionTableEntryType.Invalid && entry.Hash != board.Hash) + if (entry.Type != TranspositionTableEntryType.Invalid && entry.Hash != context.BoardState.Hash) { - statistics.TTCollisions++; + context.Statistics.TTCollisions++; } #endif - if (NullWindowCanBeApplied(board, depth, allowNullMove, pvNode)) + if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode)) { - board.MakeNullMove(); - var score = -FindBestMove(board, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false, pvNode, statistics); - board.UndoNullMove(); + context.BoardState.MakeNullMove(); + var score = -FindBestMove(context, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false, pvNode); + context.BoardState.UndoNullMove(); if (score >= beta) { - statistics.BetaCutoffs++; + context.Statistics.BetaCutoffs++; return score; } } @@ -122,42 +121,42 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; - var movesCount = board.GetAvailableMoves(moves); - MoveOrdering.AssignValues(board, moves, moveValues, movesCount, depth, entry); + var movesCount = context.BoardState.GetAvailableMoves(moves); + MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, entry); var pvs = true; for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); - if (IterativeDeepening.MoveRestrictions != null && ply == 0) + if (context.MoveRestrictions != null && ply == 0) { - if (!IterativeDeepening.MoveRestrictions.Contains(moves[moveIndex])) + if (!context.MoveRestrictions.Contains(moves[moveIndex])) { continue; } } - board.MakeMove(moves[moveIndex]); + context.BoardState.MakeMove(moves[moveIndex]); var score = 0; if (pvs) { - score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, allowNullMove, true, statistics); + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove, true); pvs = false; } else { var reducedDepth = depth; - if (LMRCanBeApplied(board, depth, moveIndex, moves)) + if (LMRCanBeApplied(context.BoardState, depth, moveIndex, moves)) { reducedDepth = LMRGetReducedDepth(depth, pvNode); } - score = -FindBestMove(board, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove, false, statistics); + score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove, false); if (score > alpha) { - score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, allowNullMove, false, statistics); + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove, false); } } @@ -167,32 +166,32 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, bestMove = moves[moveIndex]; } - board.UndoMove(moves[moveIndex]); + context.BoardState.UndoMove(moves[moveIndex]); if (alpha >= beta) { if (moves[moveIndex].IsQuiet()) { - KillerHeuristic.AddKillerMove(moves[moveIndex], board.ColorToMove, depth); - HistoryHeuristic.AddHistoryMove(board.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); + KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); + HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); } #if DEBUG if (moveIndex == 0) { - statistics.BetaCutoffsAtFirstMove++; + context.Statistics.BetaCutoffsAtFirstMove++; } else { - statistics.BetaCutoffsNotAtFirstMove++; + context.Statistics.BetaCutoffsNotAtFirstMove++; } #endif - statistics.BetaCutoffs++; + context.Statistics.BetaCutoffs++; break; } } - if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !board.IsKingChecked(board.ColorToMove)) + if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) { alpha = 0; } @@ -200,10 +199,10 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, var entryType = alpha <= originalAlpha ? TranspositionTableEntryType.AlphaScore : alpha >= beta ? TranspositionTableEntryType.BetaScore : TranspositionTableEntryType.ExactScore; - TranspositionTable.Add(board.Hash, (byte)depth, (short)alpha, bestMove, entryType); + TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, bestMove, entryType); #if DEBUG - statistics.TTEntries++; + context.Statistics.TTEntries++; #endif return alpha; diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index db8f3a9..14e06a6 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -1,7 +1,6 @@ using System; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; -using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -9,25 +8,25 @@ namespace Cosette.Engine.Ai.Search { public static class QuiescenceSearch { - public static int FindBestMove(BoardState board, int depth, int ply, int alpha, int beta, SearchStatistics statistics) + public static int FindBestMove(SearchContext context, int depth, int ply, int alpha, int beta) { - statistics.QNodes++; + context.Statistics.QNodes++; - if (ply > statistics.SelectiveDepth) + if (ply > context.Statistics.SelectiveDepth) { - statistics.SelectiveDepth = ply; + context.Statistics.SelectiveDepth = ply; } - if (board.Pieces[board.ColorToMove][Piece.King] == 0) + if (context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King] == 0) { - statistics.QLeafs++; + context.Statistics.QLeafs++; return -EvaluationConstants.Checkmate + ply; } - var standPat = Evaluation.Evaluate(board, board.ColorToMove); + var standPat = Evaluation.Evaluate(context.BoardState, context.BoardState.ColorToMove); if (standPat >= beta) { - statistics.QLeafs++; + context.Statistics.QLeafs++; return beta; } @@ -39,31 +38,31 @@ public static int FindBestMove(BoardState board, int depth, int ply, int alpha, Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; - var movesCount = board.GetAvailableQMoves(moves); - MoveOrdering.AssignQValues(board, moves, moveValues, movesCount); + var movesCount = context.BoardState.GetAvailableQMoves(moves); + MoveOrdering.AssignQValues(context.BoardState, moves, moveValues, movesCount); for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); - board.MakeMove(moves[moveIndex]); - var score = -FindBestMove(board, depth - 1, ply + 1, -beta, -alpha, statistics); - board.UndoMove(moves[moveIndex]); + context.BoardState.MakeMove(moves[moveIndex]); + var score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha); + context.BoardState.UndoMove(moves[moveIndex]); if (score >= beta) { #if DEBUG if (moveIndex == 0) { - statistics.QBetaCutoffsAtFirstMove++; + context.Statistics.QBetaCutoffsAtFirstMove++; } else { - statistics.QBetaCutoffsNotAtFirstMove++; + context.Statistics.QBetaCutoffsNotAtFirstMove++; } #endif - statistics.QBetaCutoffs++; + context.Statistics.QBetaCutoffs++; return beta; } diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 844a8c4..f8c16f7 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -2,8 +2,8 @@ { public static class SearchConstants { - public const int MinValue = -10000000; - public const int MaxValue = 10000000; + public const int MinValue = short.MinValue; + public const int MaxValue = short.MaxValue; public const int MaxDepth = 32; public const int MaxMovesCount = 128; diff --git a/Cosette/Engine/Ai/Search/SearchContext.cs b/Cosette/Engine/Ai/Search/SearchContext.cs new file mode 100644 index 0000000..66097cd --- /dev/null +++ b/Cosette/Engine/Ai/Search/SearchContext.cs @@ -0,0 +1,31 @@ +using System.Collections.Generic; +using Cosette.Engine.Board; +using Cosette.Engine.Moves; + +namespace Cosette.Engine.Ai.Search +{ + public class SearchContext + { + public BoardState BoardState { get; set; } + public SearchStatistics Statistics { get; set; } + + public int MaxDepth { get; set; } + public int MaxTime { get; set; } + public bool AbortSearch { get; set; } + public bool WaitForStopCommand { get; set; } + public ulong MaxNodesCount { get; set; } + public List MoveRestrictions { get; set; } + + public SearchContext(BoardState boardState) + { + BoardState = boardState; + Statistics = new SearchStatistics(); + + MaxDepth = SearchConstants.MaxDepth; + MaxTime = int.MaxValue; + WaitForStopCommand = false; + MaxNodesCount = ulong.MaxValue; + MoveRestrictions = null; + } + } +} diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 4650b4e..f62c93f 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -61,13 +61,13 @@ private void Test(BoardState boardState, string name, int depth) KillerHeuristic.Clear(); HistoryHeuristic.Clear(); - IterativeDeepening.AbortSearch = false; - IterativeDeepening.WaitForStopCommand = false; - IterativeDeepening.MoveRestrictions = null; - IterativeDeepening.MaxNodesCount = ulong.MaxValue; + var context = new SearchContext(boardState) + { + MaxDepth = depth + }; IterativeDeepening.OnSearchUpdate += IterativeDeepening_OnOnSearchUpdate; - IterativeDeepening.FindBestMove(boardState, int.MaxValue, depth, 1); + IterativeDeepening.FindBestMove(context); IterativeDeepening.OnSearchUpdate -= IterativeDeepening_OnOnSearchUpdate; _interactiveConsole.WriteLine(); diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index 9566f01..bfdd5fd 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -4,6 +4,8 @@ using System.Linq; using System.Threading.Tasks; using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Time; +using Cosette.Engine.Common; using Cosette.Engine.Moves; using Cosette.Logs; @@ -24,48 +26,55 @@ public void Run(params string[] parameters) { var whiteTime = GetParameter(parameters, "wtime", int.MaxValue); var blackTime = GetParameter(parameters, "btime", int.MaxValue); + var colorTime = _uciGame.CurrentColor == Color.White ? whiteTime : blackTime; + var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciGame.CurrentMoveNumber); + var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); var moveTime = GetParameter(parameters, "movetime", 0); var nodesCount = GetParameter(parameters, "nodes", ulong.MaxValue); var searchMoves = GetParameterWithMoves(parameters, "searchmoves"); var infiniteFlag = GetFlag(parameters, "infinite"); + var context = new SearchContext(_uciGame.BoardState) + { + MaxDepth = depth, + MaxNodesCount = nodesCount, + MoveRestrictions = searchMoves + }; + if (moveTime != 0) { - whiteTime = int.MaxValue; - blackTime = int.MaxValue; - IterativeDeepening.WaitForStopCommand = true; + maxColorTime = int.MaxValue; + context.WaitForStopCommand = true; Task.Run(() => { var stopwatch = Stopwatch.StartNew(); while (stopwatch.ElapsedMilliseconds < moveTime) { - Task.Delay(20).GetAwaiter().GetResult(); + Task.Delay(1).GetAwaiter().GetResult(); } - IterativeDeepening.AbortSearch = true; - IterativeDeepening.WaitForStopCommand = false; + context.AbortSearch = true; + context.WaitForStopCommand = false; }); } if (infiniteFlag) { - whiteTime = int.MaxValue; - blackTime = int.MaxValue; - IterativeDeepening.WaitForStopCommand = true; + maxColorTime = int.MaxValue; + context.WaitForStopCommand = true; } - IterativeDeepening.MoveRestrictions = searchMoves; - IterativeDeepening.MaxNodesCount = nodesCount; - Task.Run(() => SearchEntryPoint(whiteTime, blackTime, depth)); + context.MaxTime = maxColorTime; + Task.Run(() => SearchEntryPoint(context)); } - private void SearchEntryPoint(int whiteTime, int blackTime, int depth) + private void SearchEntryPoint(SearchContext context) { try { - var bestMove = _uciGame.SearchBestMove(whiteTime, blackTime, depth); + var bestMove = _uciGame.SearchBestMove(context); _uciClient.Send($"bestmove {bestMove}"); } catch (Exception ex) diff --git a/Cosette/Uci/Commands/StopCommand.cs b/Cosette/Uci/Commands/StopCommand.cs index d0253ed..5750ebd 100644 --- a/Cosette/Uci/Commands/StopCommand.cs +++ b/Cosette/Uci/Commands/StopCommand.cs @@ -15,8 +15,8 @@ public StopCommand(UciClient uciClient, UciGame uciGame) public void Run(params string[] parameters) { - IterativeDeepening.AbortSearch = true; - IterativeDeepening.WaitForStopCommand = false; + _uciGame.SearchContext.AbortSearch = true; + _uciGame.SearchContext.WaitForStopCommand = false; } } } \ No newline at end of file diff --git a/Cosette/Uci/UciGame.cs b/Cosette/Uci/UciGame.cs index 07aed32..f3a57ed 100644 --- a/Cosette/Uci/UciGame.cs +++ b/Cosette/Uci/UciGame.cs @@ -1,4 +1,5 @@ using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Time; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Fen; @@ -9,8 +10,9 @@ namespace Cosette.Uci public class UciGame { public BoardState BoardState; - private int _currentColor; - private int _currentMoveNumber; + public SearchContext SearchContext; + public int CurrentColor; + public int CurrentMoveNumber; public UciGame() { @@ -20,13 +22,13 @@ public UciGame() public void SetDefaultState() { BoardState.SetDefaultState(); - _currentColor = Color.White; - _currentMoveNumber = 1; + CurrentColor = Color.White; + CurrentMoveNumber = 1; } public void SetFen(string fen) { - BoardState = FenParser.Parse(fen, out _currentMoveNumber); + BoardState = FenParser.Parse(fen, out CurrentMoveNumber); } public void MakeMove(Move move) @@ -34,21 +36,19 @@ public void MakeMove(Move move) BoardState.MakeMove(move); if (BoardState.ColorToMove == Color.White) { - _currentMoveNumber++; + CurrentMoveNumber++; } } - public Move SearchBestMove(int whiteTime, int blackTime, int depth) + public Move SearchBestMove(SearchContext context) { - var remainingTime = _currentColor == Color.White ? whiteTime : blackTime; - var bestMove = IterativeDeepening.FindBestMove(BoardState, remainingTime, depth, _currentMoveNumber); - - return bestMove; + SearchContext = context; + return IterativeDeepening.FindBestMove(context); } public void SetCurrentColor(int color) { - _currentColor = color; + CurrentColor = color; } } } From 0732b8e8e410d0b5a7dd06e42065c4cf932f20a5 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 22 Sep 2020 21:37:25 +0200 Subject: [PATCH 013/160] Refactoring of board classes --- Cosette/Engine/Board/BoardState.cs | 46 +++++++++---------- .../Engine/Board/Operators/BishopOperator.cs | 4 +- .../Engine/Board/Operators/KingOperator.cs | 4 +- .../Engine/Board/Operators/KnightOperator.cs | 4 +- .../Engine/Board/Operators/QueenOperator.cs | 4 +- .../Engine/Board/Operators/RookOperator.cs | 4 +- Cosette/Engine/Board/ZobristHashing.cs | 12 ++--- 7 files changed, 39 insertions(+), 39 deletions(-) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index f4e3d3d..df1cde2 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -475,7 +475,7 @@ public void UndoNullMove() EnPassant = _enPassants.Pop(); } - public bool IsFieldAttacked(int color, byte fieldIndex) + public bool IsFieldAttacked(int color, int fieldIndex) { var enemyColor = ColorOperations.Invert(color); @@ -521,7 +521,7 @@ public bool IsFieldAttacked(int color, byte fieldIndex) return false; } - public byte GetAttackingPiecesWithColor(int color, byte fieldIndex) + public byte GetAttackingPiecesWithColor(int color, int fieldIndex) { byte result = 0; @@ -581,7 +581,7 @@ public bool IsKingChecked(int color) return IsFieldAttacked(color, (byte)kingField); } - public void MovePiece(int color, int piece, byte from, byte to) + public void MovePiece(int color, int piece, int from, int to) { var move = (1ul << from) | (1ul << to); @@ -596,7 +596,7 @@ public void MovePiece(int color, int piece, byte from, byte to) Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][to]; } - public int GetPiece(int color, byte from) + public int GetPiece(int color, int from) { var field = 1ul << from; @@ -611,9 +611,9 @@ public int GetPiece(int color, byte from) throw new InvalidOperationException(); } - public void AddPiece(int color, int piece, byte at) + public void AddPiece(int color, int piece, int fieldIndex) { - var field = 1ul << at; + var field = 1ul << fieldIndex; Pieces[color][piece] ^= field; Occupancy[color] ^= field; @@ -621,13 +621,13 @@ public void AddPiece(int color, int piece, byte at) Material[color] += EvaluationConstants.Pieces[piece]; - Position[color][GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][GamePhase.Opening][at]; - Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][at]; + Position[color][GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][GamePhase.Opening][fieldIndex]; + Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][fieldIndex]; } - public void RemovePiece(int color, int piece, byte at) + public void RemovePiece(int color, int piece, int fieldIndex) { - var field = 1ul << at; + var field = 1ul << fieldIndex; Pieces[color][piece] ^= field; Occupancy[color] ^= field; @@ -635,8 +635,8 @@ public void RemovePiece(int color, int piece, byte at) Material[color] -= EvaluationConstants.Pieces[piece]; - Position[color][GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][GamePhase.Opening][at]; - Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][at]; + Position[color][GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][GamePhase.Opening][fieldIndex]; + Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][fieldIndex]; } public int CalculateMaterial(int color) @@ -704,24 +704,24 @@ public bool IsThreefoldRepetition() private int GetPromotionPiece(MoveFlags flags) { - if ((flags & MoveFlags.KnightPromotion) != 0) - { - return Piece.Knight; - } - - if ((flags & MoveFlags.BishopPromotion) != 0) + if ((flags & MoveFlags.QueenPromotion) != 0) { - return Piece.Bishop; + return Piece.Queen; } - + if ((flags & MoveFlags.RookPromotion) != 0) { return Piece.Rook; } - - if ((flags & MoveFlags.QueenPromotion) != 0) + + if ((flags & MoveFlags.BishopPromotion) != 0) { - return Piece.Queen; + return Piece.Bishop; + } + + if ((flags & MoveFlags.KnightPromotion) != 0) + { + return Piece.Knight; } throw new InvalidOperationException(); diff --git a/Cosette/Engine/Board/Operators/BishopOperator.cs b/Cosette/Engine/Board/Operators/BishopOperator.cs index ea06f6f..53dc0ae 100644 --- a/Cosette/Engine/Board/Operators/BishopOperator.cs +++ b/Cosette/Engine/Board/Operators/BishopOperator.cs @@ -22,8 +22,8 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span while (availableMoves != 0) { var field = BitOperations.GetLsb(availableMoves); - availableMoves = BitOperations.PopLsb(availableMoves); var fieldIndex = BitOperations.BitScan(field); + availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; moves[offset++] = new Move(from, fieldIndex, Piece.Bishop, flags); @@ -49,8 +49,8 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span while (availableMoves != 0) { var field = BitOperations.GetLsb(availableMoves); - availableMoves = BitOperations.PopLsb(availableMoves); var fieldIndex = BitOperations.BitScan(field); + availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; moves[offset++] = new Move(from, fieldIndex, Piece.King, flags); @@ -75,8 +75,8 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span while (availableMoves != 0) { var field = BitOperations.GetLsb(availableMoves); - availableMoves = BitOperations.PopLsb(availableMoves); var fieldIndex = BitOperations.BitScan(field); + availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; moves[offset++] = new Move(from, fieldIndex, Piece.Knight, flags); @@ -49,8 +49,8 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span while (availableMoves != 0) { var field = BitOperations.GetLsb(availableMoves); - availableMoves = BitOperations.PopLsb(availableMoves); var fieldIndex = BitOperations.BitScan(field); + availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; moves[offset++] = new Move(from, fieldIndex, Piece.Queen, flags); @@ -49,8 +49,8 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span while (availableMoves != 0) { var field = BitOperations.GetLsb(availableMoves); - availableMoves = BitOperations.PopLsb(availableMoves); var fieldIndex = BitOperations.BitScan(field); + availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; moves[offset++] = new Move(from, fieldIndex, Piece.Rook, flags); @@ -49,8 +49,8 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span Date: Wed, 23 Sep 2020 00:03:21 +0200 Subject: [PATCH 014/160] Refactoring of board state --- Cosette.Tests/SimplePerftTests.cs | 4 ++-- Cosette.Tests/VerificationPerftTests.cs | 4 ++-- Cosette/Engine/Board/BoardState.cs | 20 +++++++++++++++++++ .../Common/Extensions/RandomExtension.cs | 1 + Cosette/Engine/Fen/FenParser.cs | 5 +++-- .../Interactive/Commands/BenchmarkCommand.cs | 4 ++-- Cosette/Interactive/Commands/VerifyCommand.cs | 4 ++-- Cosette/Uci/Commands/GoCommand.cs | 4 ++-- Cosette/Uci/Commands/PositionCommand.cs | 2 -- Cosette/Uci/UciGame.cs | 15 +------------- 10 files changed, 35 insertions(+), 28 deletions(-) diff --git a/Cosette.Tests/SimplePerftTests.cs b/Cosette.Tests/SimplePerftTests.cs index 203aaee..172ba93 100644 --- a/Cosette.Tests/SimplePerftTests.cs +++ b/Cosette.Tests/SimplePerftTests.cs @@ -42,7 +42,7 @@ public void SimplePerft_DefaultBoard(int depth, ulong expectedLeafsCount) [InlineData(5, 120955130)] public void SimplePerft_MidGameBoard(int depth, ulong expectedLeafsCount) { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21", out _); + var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); var result = SimplePerft.Run(boardState, depth); Assert.Equal(expectedLeafsCount, result.LeafsCount); @@ -58,7 +58,7 @@ public void SimplePerft_MidGameBoard(int depth, ulong expectedLeafsCount) [InlineData(6, 108146453)] public void SimplePerft_EndGameBoard(int depth, ulong expectedLeafsCount) { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1", out _); + var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); var result = SimplePerft.Run(boardState, depth); Assert.Equal(expectedLeafsCount, result.LeafsCount); diff --git a/Cosette.Tests/VerificationPerftTests.cs b/Cosette.Tests/VerificationPerftTests.cs index a2b3632..37f15cf 100644 --- a/Cosette.Tests/VerificationPerftTests.cs +++ b/Cosette.Tests/VerificationPerftTests.cs @@ -28,7 +28,7 @@ public void VerificationPerft_DefaultBoard() [Fact] public void VerificationPerft_MidGameBoard() { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21", out _); + var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); var result = VerificationPerft.Run(boardState, 5); Assert.True(result.VerificationSuccess); @@ -37,7 +37,7 @@ public void VerificationPerft_MidGameBoard() [Fact] public void VerificationPerft_EndGameBoard() { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1", out _); + var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); var result = VerificationPerft.Run(boardState, 6); Assert.True(result.VerificationSuccess); diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index df1cde2..3b3fa22 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -15,6 +15,7 @@ public class BoardState public ulong EnPassant { get; set; } public Castling Castling { get; set; } public int ColorToMove { get; set; } + public int MovesCount { get; set; } public bool[] CastlingDone { get; set; } public int[] Material { get; set; } @@ -135,6 +136,10 @@ public int GetAvailableQMoves(Span moves) public void MakeMove(Move move) { var enemyColor = ColorOperations.Invert(ColorToMove); + if (ColorToMove == Color.White) + { + MovesCount++; + } _castlings.Push(Castling); _hashes.Push(Hash); @@ -449,10 +454,20 @@ public void UndoMove(Move move) Hash = _hashes.Pop(); Castling = _castlings.Pop(); EnPassant = _enPassants.Pop(); + + if (ColorToMove == Color.White) + { + MovesCount--; + } } public void MakeNullMove() { + if (ColorToMove == Color.White) + { + MovesCount++; + } + _enPassants.Push(EnPassant); _hashes.Push(Hash); @@ -473,6 +488,11 @@ public void UndoNullMove() Hash = _hashes.Pop(); EnPassant = _enPassants.Pop(); + + if (ColorToMove == Color.White) + { + MovesCount--; + } } public bool IsFieldAttacked(int color, int fieldIndex) diff --git a/Cosette/Engine/Common/Extensions/RandomExtension.cs b/Cosette/Engine/Common/Extensions/RandomExtension.cs index 0db7db2..c8aee41 100644 --- a/Cosette/Engine/Common/Extensions/RandomExtension.cs +++ b/Cosette/Engine/Common/Extensions/RandomExtension.cs @@ -8,6 +8,7 @@ public static ulong NextLong(this Random random) { var bytes = new byte[8]; random.NextBytes(bytes); + return BitConverter.ToUInt64(bytes, 0); } } diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenParser.cs index b1c1c69..6df23a7 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenParser.cs @@ -6,7 +6,7 @@ namespace Cosette.Engine.Fen { public static class FenParser { - public static BoardState Parse(string fen, out int moveNumber) + public static BoardState Parse(string fen) { var split = fen.Split(' '); var boardState = split[0]; @@ -14,7 +14,7 @@ public static BoardState Parse(string fen, out int moveNumber) var castlingState = split[2]; var enPassantState = split[3]; var halfmoveClock = int.Parse(split[4]); - moveNumber = int.Parse(split[5]); + var movesCount = int.Parse(split[5]); var result = new BoardState(); var currentColor = ParseCurrentColor(colorState); @@ -31,6 +31,7 @@ public static BoardState Parse(string fen, out int moveNumber) result.Position[Color.Black][GamePhase.Opening] = result.CalculatePosition(Color.Black, GamePhase.Opening); result.Position[Color.Black][GamePhase.Ending] = result.CalculatePosition(Color.Black, GamePhase.Ending); + result.MovesCount = movesCount; result.ColorToMove = colorState == "w" ? Color.White : Color.Black; result.Hash = ZobristHashing.CalculateHash(result); result.PawnHash = ZobristHashing.CalculatePawnHash(result); diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index f62c93f..5e5b77e 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -42,13 +42,13 @@ private void TestOpening() private void TestMidGame() { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21", out _); + var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); Test(boardState, "Midgame", 11); } private void TestEndGame() { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1", out _); + var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); Test(boardState, "Endgame", 16); } diff --git a/Cosette/Interactive/Commands/VerifyCommand.cs b/Cosette/Interactive/Commands/VerifyCommand.cs index 2ad1dd5..9571d17 100644 --- a/Cosette/Interactive/Commands/VerifyCommand.cs +++ b/Cosette/Interactive/Commands/VerifyCommand.cs @@ -32,13 +32,13 @@ private void TestOpening() private void TestMidGame() { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21", out _); + var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); Test(boardState, "Midgame", 5); } private void TestEndGame() { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1", out _); + var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); Test(boardState, "Endgame", 6); } diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index bfdd5fd..bc19269 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -26,8 +26,8 @@ public void Run(params string[] parameters) { var whiteTime = GetParameter(parameters, "wtime", int.MaxValue); var blackTime = GetParameter(parameters, "btime", int.MaxValue); - var colorTime = _uciGame.CurrentColor == Color.White ? whiteTime : blackTime; - var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciGame.CurrentMoveNumber); + var colorTime = _uciGame.BoardState.ColorToMove == Color.White ? whiteTime : blackTime; + var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciGame.BoardState.MovesCount); var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); var moveTime = GetParameter(parameters, "movetime", 0); diff --git a/Cosette/Uci/Commands/PositionCommand.cs b/Cosette/Uci/Commands/PositionCommand.cs index b68dd4a..0719ff4 100644 --- a/Cosette/Uci/Commands/PositionCommand.cs +++ b/Cosette/Uci/Commands/PositionCommand.cs @@ -67,8 +67,6 @@ private void ParseMoves(List moves) _uciGame.MakeMove(parsedMove); color = ColorOperations.Invert(color); } - - _uciGame.SetCurrentColor(color); } } } \ No newline at end of file diff --git a/Cosette/Uci/UciGame.cs b/Cosette/Uci/UciGame.cs index f3a57ed..e95e8c8 100644 --- a/Cosette/Uci/UciGame.cs +++ b/Cosette/Uci/UciGame.cs @@ -11,8 +11,6 @@ public class UciGame { public BoardState BoardState; public SearchContext SearchContext; - public int CurrentColor; - public int CurrentMoveNumber; public UciGame() { @@ -22,22 +20,16 @@ public UciGame() public void SetDefaultState() { BoardState.SetDefaultState(); - CurrentColor = Color.White; - CurrentMoveNumber = 1; } public void SetFen(string fen) { - BoardState = FenParser.Parse(fen, out CurrentMoveNumber); + BoardState = FenParser.Parse(fen); } public void MakeMove(Move move) { BoardState.MakeMove(move); - if (BoardState.ColorToMove == Color.White) - { - CurrentMoveNumber++; - } } public Move SearchBestMove(SearchContext context) @@ -45,10 +37,5 @@ public Move SearchBestMove(SearchContext context) SearchContext = context; return IterativeDeepening.FindBestMove(context); } - - public void SetCurrentColor(int color) - { - CurrentColor = color; - } } } From 8bbf2491ffaed307c786a53c7c6722dbab93eb34 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 00:26:16 +0200 Subject: [PATCH 015/160] Update version and intro --- Cosette/Cosette.csproj | 2 ++ Cosette/Interactive/InteractiveConsole.cs | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/Cosette/Cosette.csproj b/Cosette/Cosette.csproj index 2085427..63e0d16 100644 --- a/Cosette/Cosette.csproj +++ b/Cosette/Cosette.csproj @@ -5,6 +5,8 @@ netcoreapp3.1 Debug;Release;BMI;CCRL AnyCPU;x64 + 2.0.0 + 2.0.0.0 diff --git a/Cosette/Interactive/InteractiveConsole.cs b/Cosette/Interactive/InteractiveConsole.cs index e33913b..92c145d 100644 --- a/Cosette/Interactive/InteractiveConsole.cs +++ b/Cosette/Interactive/InteractiveConsole.cs @@ -102,7 +102,7 @@ public void WriteLine(string message) private void DisplayIntro() { - Console.WriteLine($"Cosette v1.0 (Aqua), 19.09.2020 @ {Environment.OSVersion}"); + Console.WriteLine($"Cosette v2.0 dev (Darkness), --.--.---- @ {Environment.OSVersion}"); Console.WriteLine("Homepage and source code: https://github.com/Tearth/Cosette"); Console.WriteLine(); Console.WriteLine("\"There are two types of sacrifices: correct ones, and mine.\" ~ Mikhail Tal"); From 266c7d8d924b99864b54a68cf2790eb0183103b2 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 00:45:09 +0200 Subject: [PATCH 016/160] Unify UciClient and UciGame classes --- Cosette/Uci/Commands/DebugCommand.cs | 4 +-- Cosette/Uci/Commands/GoCommand.cs | 14 ++++---- Cosette/Uci/Commands/IsReadyCommand.cs | 4 +-- Cosette/Uci/Commands/PositionCommand.cs | 15 ++++----- Cosette/Uci/Commands/QuitCommand.cs | 6 ++-- Cosette/Uci/Commands/SetOptionCommand.cs | 6 ++-- Cosette/Uci/Commands/StopCommand.cs | 10 +++--- Cosette/Uci/Commands/UciNewGameCommand.cs | 8 ++--- Cosette/Uci/UciClient.cs | 26 ++++++++------ Cosette/Uci/UciGame.cs | 41 ----------------------- 10 files changed, 41 insertions(+), 93 deletions(-) delete mode 100644 Cosette/Uci/UciGame.cs diff --git a/Cosette/Uci/Commands/DebugCommand.cs b/Cosette/Uci/Commands/DebugCommand.cs index a3bd7c7..d734a58 100644 --- a/Cosette/Uci/Commands/DebugCommand.cs +++ b/Cosette/Uci/Commands/DebugCommand.cs @@ -3,12 +3,10 @@ public class DebugCommand : IUciCommand { private readonly UciClient _uciClient; - private UciGame _uciGame; - public DebugCommand(UciClient uciClient, UciGame uciGame) + public DebugCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index bc19269..fa7484c 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -14,20 +14,18 @@ namespace Cosette.Uci.Commands public class GoCommand : IUciCommand { private readonly UciClient _uciClient; - private readonly UciGame _uciGame; - public GoCommand(UciClient uciClient, UciGame uciGame) + public GoCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) { var whiteTime = GetParameter(parameters, "wtime", int.MaxValue); var blackTime = GetParameter(parameters, "btime", int.MaxValue); - var colorTime = _uciGame.BoardState.ColorToMove == Color.White ? whiteTime : blackTime; - var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciGame.BoardState.MovesCount); + var colorTime = _uciClient.BoardState.ColorToMove == Color.White ? whiteTime : blackTime; + var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciClient.BoardState.MovesCount); var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); var moveTime = GetParameter(parameters, "movetime", 0); @@ -35,7 +33,7 @@ public void Run(params string[] parameters) var searchMoves = GetParameterWithMoves(parameters, "searchmoves"); var infiniteFlag = GetFlag(parameters, "infinite"); - var context = new SearchContext(_uciGame.BoardState) + var context = new SearchContext(_uciClient.BoardState) { MaxDepth = depth, MaxNodesCount = nodesCount, @@ -74,7 +72,7 @@ private void SearchEntryPoint(SearchContext context) { try { - var bestMove = _uciGame.SearchBestMove(context); + var bestMove = IterativeDeepening.FindBestMove(context); _uciClient.Send($"bestmove {bestMove}"); } catch (Exception ex) @@ -107,7 +105,7 @@ private List GetParameterWithMoves(string[] parameters, string name) for (var moveIndex = i + 1; moveIndex < parameters.Length; moveIndex++) { var moveTextNotation = parameters[moveIndex]; - var parsedMove = Move.FromTextNotation(_uciGame.BoardState, moveTextNotation); + var parsedMove = Move.FromTextNotation(_uciClient.BoardState, moveTextNotation); movesList.Add(parsedMove); } } diff --git a/Cosette/Uci/Commands/IsReadyCommand.cs b/Cosette/Uci/Commands/IsReadyCommand.cs index b52c819..262c7e7 100644 --- a/Cosette/Uci/Commands/IsReadyCommand.cs +++ b/Cosette/Uci/Commands/IsReadyCommand.cs @@ -3,12 +3,10 @@ public class IsReadyCommand : IUciCommand { private readonly UciClient _uciClient; - private UciGame _uciGame; - public IsReadyCommand(UciClient uciClient, UciGame uciGame) + public IsReadyCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) diff --git a/Cosette/Uci/Commands/PositionCommand.cs b/Cosette/Uci/Commands/PositionCommand.cs index 0719ff4..63ac88d 100644 --- a/Cosette/Uci/Commands/PositionCommand.cs +++ b/Cosette/Uci/Commands/PositionCommand.cs @@ -2,19 +2,18 @@ using System.Collections.Generic; using System.Linq; using Cosette.Engine.Common; +using Cosette.Engine.Fen; using Cosette.Engine.Moves; namespace Cosette.Uci.Commands { public class PositionCommand : IUciCommand { - private UciClient _uciClient; - private readonly UciGame _uciGame; + private readonly UciClient _uciClient; - public PositionCommand(UciClient uciClient, UciGame uciGame) + public PositionCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) @@ -43,13 +42,13 @@ public void Run(params string[] parameters) private void ParseStartPos(List moves) { - _uciGame.SetDefaultState(); + _uciClient.BoardState.SetDefaultState(); ParseMoves(moves); } private void ParseFen(string fen, List moves) { - _uciGame.SetFen(fen); + _uciClient.BoardState = FenParser.Parse(fen); ParseMoves(moves); } @@ -58,13 +57,13 @@ private void ParseMoves(List moves) var color = Color.White; foreach (var move in moves) { - var parsedMove = Move.FromTextNotation(_uciGame.BoardState, move); + var parsedMove = Move.FromTextNotation(_uciClient.BoardState, move); if (parsedMove == Move.Empty) { throw new InvalidOperationException(); } - _uciGame.MakeMove(parsedMove); + _uciClient.BoardState.MakeMove(parsedMove); color = ColorOperations.Invert(color); } } diff --git a/Cosette/Uci/Commands/QuitCommand.cs b/Cosette/Uci/Commands/QuitCommand.cs index f33a4e4..fdd2b51 100644 --- a/Cosette/Uci/Commands/QuitCommand.cs +++ b/Cosette/Uci/Commands/QuitCommand.cs @@ -4,13 +4,11 @@ namespace Cosette.Uci.Commands { public class QuitCommand : IUciCommand { - private UciClient _uciClient; - private UciGame _uciGame; + private readonly UciClient _uciClient; - public QuitCommand(UciClient uciClient, UciGame uciGame) + public QuitCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) diff --git a/Cosette/Uci/Commands/SetOptionCommand.cs b/Cosette/Uci/Commands/SetOptionCommand.cs index b215ca4..56c671b 100644 --- a/Cosette/Uci/Commands/SetOptionCommand.cs +++ b/Cosette/Uci/Commands/SetOptionCommand.cs @@ -5,13 +5,11 @@ namespace Cosette.Uci.Commands { public class SetOptionCommand : IUciCommand { - private UciClient _uciClient; - private UciGame _uciGame; + private readonly UciClient _uciClient; - public SetOptionCommand(UciClient uciClient, UciGame uciGame) + public SetOptionCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) diff --git a/Cosette/Uci/Commands/StopCommand.cs b/Cosette/Uci/Commands/StopCommand.cs index 5750ebd..e4cfb29 100644 --- a/Cosette/Uci/Commands/StopCommand.cs +++ b/Cosette/Uci/Commands/StopCommand.cs @@ -4,19 +4,17 @@ namespace Cosette.Uci.Commands { public class StopCommand : IUciCommand { - private UciClient _uciClient; - private UciGame _uciGame; + private readonly UciClient _uciClient; - public StopCommand(UciClient uciClient, UciGame uciGame) + public StopCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) { - _uciGame.SearchContext.AbortSearch = true; - _uciGame.SearchContext.WaitForStopCommand = false; + _uciClient.SearchContext.AbortSearch = true; + _uciClient.SearchContext.WaitForStopCommand = false; } } } \ No newline at end of file diff --git a/Cosette/Uci/Commands/UciNewGameCommand.cs b/Cosette/Uci/Commands/UciNewGameCommand.cs index 5e408f8..fe18578 100644 --- a/Cosette/Uci/Commands/UciNewGameCommand.cs +++ b/Cosette/Uci/Commands/UciNewGameCommand.cs @@ -2,18 +2,16 @@ { public class UciNewGameCommand : IUciCommand { - private UciClient _uciClient; - private readonly UciGame _uciGame; + private readonly UciClient _uciClient; - public UciNewGameCommand(UciClient uciClient, UciGame uciGame) + public UciNewGameCommand(UciClient uciClient) { _uciClient = uciClient; - _uciGame = uciGame; } public void Run(params string[] parameters) { - _uciGame.SetDefaultState(); + _uciClient.BoardState.SetDefaultState(); } } } \ No newline at end of file diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index fa0adf2..7e66ebf 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -4,6 +4,7 @@ using System.Text; using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Ai.Search; +using Cosette.Engine.Board; using Cosette.Engine.Moves; using Cosette.Interactive; using Cosette.Logs; @@ -13,7 +14,9 @@ namespace Cosette.Uci { public class UciClient { - private readonly UciGame _uciGame; + public BoardState BoardState; + public SearchContext SearchContext; + private bool _debugMode; private readonly InteractiveConsole _interactiveConsole; @@ -21,23 +24,24 @@ public class UciClient public UciClient(InteractiveConsole interactiveConsole) { - _interactiveConsole = interactiveConsole; + BoardState = new BoardState(); + BoardState.SetDefaultState(); - _uciGame = new UciGame(); + _interactiveConsole = interactiveConsole; #if UCI_DEBUG_OUTPUT _debugMode = true; #endif _commands = new Dictionary(); - _commands["quit"] = new QuitCommand(this, _uciGame); - _commands["setoption"] = new SetOptionCommand(this, _uciGame); - _commands["isready"] = new IsReadyCommand(this, _uciGame); - _commands["ucinewgame"] = new UciNewGameCommand(this, _uciGame); - _commands["position"] = new PositionCommand(this, _uciGame); - _commands["debug"] = new DebugCommand(this, _uciGame); - _commands["go"] = new GoCommand(this, _uciGame); - _commands["stop"] = new StopCommand(this, _uciGame); + _commands["quit"] = new QuitCommand(this); + _commands["setoption"] = new SetOptionCommand(this); + _commands["isready"] = new IsReadyCommand(this); + _commands["ucinewgame"] = new UciNewGameCommand(this); + _commands["position"] = new PositionCommand(this); + _commands["debug"] = new DebugCommand(this); + _commands["go"] = new GoCommand(this); + _commands["stop"] = new StopCommand(this); IterativeDeepening.OnSearchUpdate += OnSearchUpdate; } diff --git a/Cosette/Uci/UciGame.cs b/Cosette/Uci/UciGame.cs deleted file mode 100644 index e95e8c8..0000000 --- a/Cosette/Uci/UciGame.cs +++ /dev/null @@ -1,41 +0,0 @@ -using Cosette.Engine.Ai.Search; -using Cosette.Engine.Ai.Time; -using Cosette.Engine.Board; -using Cosette.Engine.Common; -using Cosette.Engine.Fen; -using Cosette.Engine.Moves; - -namespace Cosette.Uci -{ - public class UciGame - { - public BoardState BoardState; - public SearchContext SearchContext; - - public UciGame() - { - BoardState = new BoardState(); - } - - public void SetDefaultState() - { - BoardState.SetDefaultState(); - } - - public void SetFen(string fen) - { - BoardState = FenParser.Parse(fen); - } - - public void MakeMove(Move move) - { - BoardState.MakeMove(move); - } - - public Move SearchBestMove(SearchContext context) - { - SearchContext = context; - return IterativeDeepening.FindBestMove(context); - } - } -} From f7c91f3ff0911c059f42a0ba3c5150fcf1ba780a Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 13:39:25 +0200 Subject: [PATCH 017/160] Fix typos --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 1 - Cosette/Engine/Common/BitOperations.cs | 6 ++++-- Cosette/Engine/Fen/FenParser.cs | 4 ++-- Cosette/Program.cs | 2 +- Cosette/Uci/Commands/StopCommand.cs | 4 +--- 5 files changed, 8 insertions(+), 9 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index bcb7a61..43f9168 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -1,5 +1,4 @@ using System; -using System.Collections.Generic; using System.Diagnostics; using System.Threading.Tasks; using Cosette.Engine.Ai.Ordering; diff --git a/Cosette/Engine/Common/BitOperations.cs b/Cosette/Engine/Common/BitOperations.cs index a53c32d..c70507b 100644 --- a/Cosette/Engine/Common/BitOperations.cs +++ b/Cosette/Engine/Common/BitOperations.cs @@ -1,11 +1,13 @@ -using System.Runtime.Intrinsics.X86; +#if BMI +using System.Runtime.Intrinsics.X86; +#endif namespace Cosette.Engine.Common { public static class BitOperations { #if !BMI - private static int[] BitScanValues = { + private static readonly int[] BitScanValues = { 0, 1, 48, 2, 57, 49, 28, 3, 61, 58, 50, 42, 38, 29, 17, 4, 62, 55, 59, 36, 53, 51, 43, 22, diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenParser.cs index 6df23a7..a1109b2 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenParser.cs @@ -21,7 +21,7 @@ public static BoardState Parse(string fen) ParseBoardState(boardState, result); ParseCastlingState(castlingState, result); - ParseEnPassantState(enPassantState, currentColor, result); + ParseEnPassantState(enPassantState, result); result.Material[Color.White] = result.CalculateMaterial(Color.White); result.Material[Color.Black] = result.CalculateMaterial(Color.Black); @@ -95,7 +95,7 @@ private static void ParseCastlingState(string castlingState, BoardState result) } } - private static void ParseEnPassantState(string enPassantState, int color, BoardState result) + private static void ParseEnPassantState(string enPassantState, BoardState result) { if (enPassantState != "-") { diff --git a/Cosette/Program.cs b/Cosette/Program.cs index 9501a0a..bb066a4 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -7,7 +7,7 @@ namespace Cosette { public class Program { - static void Main(string[] args) + static void Main() { TranspositionTable.Init(SearchConstants.DefaultHashTableSize); PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); diff --git a/Cosette/Uci/Commands/StopCommand.cs b/Cosette/Uci/Commands/StopCommand.cs index e4cfb29..affafd6 100644 --- a/Cosette/Uci/Commands/StopCommand.cs +++ b/Cosette/Uci/Commands/StopCommand.cs @@ -1,6 +1,4 @@ -using Cosette.Engine.Ai.Search; - -namespace Cosette.Uci.Commands +namespace Cosette.Uci.Commands { public class StopCommand : IUciCommand { From 1e3411ce14836235c649dafefbc23cd000866782 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 13:45:21 +0200 Subject: [PATCH 018/160] Refactoring of tests --- Cosette.Tests/AdvancedPerftTests.cs | 4 +--- Cosette.Tests/DividedPerftTests.cs | 4 +--- Cosette.Tests/SimplePerftTests.cs | 2 -- Cosette.Tests/VerificationPerftTests.cs | 4 +--- Cosette/Program.cs | 2 +- 5 files changed, 4 insertions(+), 12 deletions(-) diff --git a/Cosette.Tests/AdvancedPerftTests.cs b/Cosette.Tests/AdvancedPerftTests.cs index 60c6df9..db8f4a0 100644 --- a/Cosette.Tests/AdvancedPerftTests.cs +++ b/Cosette.Tests/AdvancedPerftTests.cs @@ -1,6 +1,4 @@ -using System; -using Cosette.Engine.Board; -using Cosette.Engine.Common; +using Cosette.Engine.Board; using Cosette.Engine.Moves.Magic; using Cosette.Engine.Perft; using Xunit; diff --git a/Cosette.Tests/DividedPerftTests.cs b/Cosette.Tests/DividedPerftTests.cs index 5255260..de198d8 100644 --- a/Cosette.Tests/DividedPerftTests.cs +++ b/Cosette.Tests/DividedPerftTests.cs @@ -1,6 +1,4 @@ -using System; -using Cosette.Engine.Board; -using Cosette.Engine.Common; +using Cosette.Engine.Board; using Cosette.Engine.Moves.Magic; using Cosette.Engine.Perft; using Xunit; diff --git a/Cosette.Tests/SimplePerftTests.cs b/Cosette.Tests/SimplePerftTests.cs index 172ba93..af1a055 100644 --- a/Cosette.Tests/SimplePerftTests.cs +++ b/Cosette.Tests/SimplePerftTests.cs @@ -1,6 +1,4 @@ -using System; using Cosette.Engine.Board; -using Cosette.Engine.Common; using Cosette.Engine.Fen; using Cosette.Engine.Moves.Magic; using Cosette.Engine.Perft; diff --git a/Cosette.Tests/VerificationPerftTests.cs b/Cosette.Tests/VerificationPerftTests.cs index 37f15cf..873d600 100644 --- a/Cosette.Tests/VerificationPerftTests.cs +++ b/Cosette.Tests/VerificationPerftTests.cs @@ -1,6 +1,4 @@ -using System; -using Cosette.Engine.Board; -using Cosette.Engine.Common; +using Cosette.Engine.Board; using Cosette.Engine.Fen; using Cosette.Engine.Moves.Magic; using Cosette.Engine.Perft; diff --git a/Cosette/Program.cs b/Cosette/Program.cs index bb066a4..7ef8ea2 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -7,7 +7,7 @@ namespace Cosette { public class Program { - static void Main() + private static void Main() { TranspositionTable.Init(SearchConstants.DefaultHashTableSize); PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); From 1dbdf55ad1eca82915d5eaa0c5cdcea65a8e6c7e Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 14:00:08 +0200 Subject: [PATCH 019/160] Fix null search context --- Cosette/Uci/Commands/GoCommand.cs | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index fa7484c..bf21c4d 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -33,7 +33,7 @@ public void Run(params string[] parameters) var searchMoves = GetParameterWithMoves(parameters, "searchmoves"); var infiniteFlag = GetFlag(parameters, "infinite"); - var context = new SearchContext(_uciClient.BoardState) + _uciClient.SearchContext = new SearchContext(_uciClient.BoardState) { MaxDepth = depth, MaxNodesCount = nodesCount, @@ -43,7 +43,7 @@ public void Run(params string[] parameters) if (moveTime != 0) { maxColorTime = int.MaxValue; - context.WaitForStopCommand = true; + _uciClient.SearchContext.WaitForStopCommand = true; Task.Run(() => { @@ -53,26 +53,26 @@ public void Run(params string[] parameters) Task.Delay(1).GetAwaiter().GetResult(); } - context.AbortSearch = true; - context.WaitForStopCommand = false; + _uciClient.SearchContext.AbortSearch = true; + _uciClient.SearchContext.WaitForStopCommand = false; }); } if (infiniteFlag) { maxColorTime = int.MaxValue; - context.WaitForStopCommand = true; + _uciClient.SearchContext.WaitForStopCommand = true; } - context.MaxTime = maxColorTime; - Task.Run(() => SearchEntryPoint(context)); + _uciClient.SearchContext.MaxTime = maxColorTime; + Task.Run(SearchEntryPoint); } - private void SearchEntryPoint(SearchContext context) + private void SearchEntryPoint() { try { - var bestMove = IterativeDeepening.FindBestMove(context); + var bestMove = IterativeDeepening.FindBestMove(_uciClient.SearchContext); _uciClient.Send($"bestmove {bestMove}"); } catch (Exception ex) @@ -88,7 +88,7 @@ private T GetParameter(string[] parameters, string name, T defaultValue) { if (parameters[i] == name) { - return (T) Convert.ChangeType(parameters[i + 1], typeof(T)); + return (T)Convert.ChangeType(parameters[i + 1], typeof(T)); } } From 61dd859d29649a31b4266db6ab4f8fbf9cc79a8d Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 16:45:16 +0200 Subject: [PATCH 020/160] Reduce size of transposition table entries --- .../Evaluators/PawnStructureEvaluator.cs | 2 +- .../Engine/Ai/Search/IterativeDeepening.cs | 26 +++++++++---------- Cosette/Engine/Ai/Search/NegaMax.cs | 4 +-- .../Ai/Transposition/PawnHashTableEntry.cs | 9 +++++-- .../Transposition/TranspositionTableEntry.cs | 9 +++++-- 5 files changed, 29 insertions(+), 21 deletions(-) diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 3107cc6..44b1af6 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -41,7 +41,7 @@ static PawnStructureEvaluator() public static int Evaluate(BoardState board, float openingPhase, float endingPhase) { var entry = PawnHashTable.Get(board.PawnHash); - if (entry.Hash == board.PawnHash) + if (entry.IsKeyValid(board.PawnHash)) { return entry.Score; } diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 43f9168..bc0ee68 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -79,27 +79,25 @@ public static int GetMovesToCheckmate(int score) private static int GetPrincipalVariation(BoardState board, Move[] moves, int movesCount) { var entry = TranspositionTable.Get(board.Hash); - if (entry.Type != TranspositionTableEntryType.ExactScore || entry.Hash != board.Hash || movesCount >= SearchConstants.MaxDepth) + if (entry.Type == TranspositionTableEntryType.ExactScore && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) { - return movesCount; - } + moves[movesCount] = entry.BestMove; + board.MakeMove(entry.BestMove); - moves[movesCount] = entry.BestMove; - board.MakeMove(entry.BestMove); + var enemyColor = ColorOperations.Invert(board.ColorToMove); + var king = board.Pieces[enemyColor][Piece.King]; + var kingField = BitOperations.BitScan(king); - var enemyColor = ColorOperations.Invert(board.ColorToMove); - var king = board.Pieces[enemyColor][Piece.King]; - var kingField = BitOperations.BitScan(king); + if (board.IsFieldAttacked(enemyColor, (byte)kingField)) + { + board.UndoMove(entry.BestMove); + return movesCount; + } - if (board.IsFieldAttacked(enemyColor, (byte)kingField)) - { + movesCount = GetPrincipalVariation(board, moves, movesCount + 1); board.UndoMove(entry.BestMove); - return movesCount; } - movesCount = GetPrincipalVariation(board, moves, movesCount + 1); - board.UndoMove(entry.BestMove); - return movesCount; } } diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 8defe2f..4e3ebc0 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -47,7 +47,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var bestMove = Move.Empty; var entry = TranspositionTable.Get(context.BoardState.Hash); - if (entry.Hash == context.BoardState.Hash) + if (entry.IsKeyValid(context.BoardState.Hash)) { #if DEBUG context.Statistics.TTHits++; @@ -99,7 +99,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al #endif #if DEBUG - if (entry.Type != TranspositionTableEntryType.Invalid && entry.Hash != context.BoardState.Hash) + if (entry.Type != TranspositionTableEntryType.Invalid && !entry.IsKeyValid(context.BoardState.Hash)) { context.Statistics.TTCollisions++; } diff --git a/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs index 5a7fcff..86bcd54 100644 --- a/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs @@ -5,13 +5,18 @@ namespace Cosette.Engine.Ai.Transposition [StructLayout(LayoutKind.Sequential, Pack = 1)] public struct PawnHashTableEntry { - public ulong Hash { get; set; } + public uint Key { get; set; } public short Score { get; set; } public PawnHashTableEntry(ulong hash, short score) { - Hash = hash; + Key = (uint)(hash >> 32); Score = score; } + + public bool IsKeyValid(ulong hash) + { + return Key == (uint)(hash >> 32); + } } } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs index 5bc09e6..4a68532 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs @@ -6,7 +6,7 @@ namespace Cosette.Engine.Ai.Transposition [StructLayout(LayoutKind.Sequential, Pack = 1)] public struct TranspositionTableEntry { - public ulong Hash { get; set; } + public uint Key { get; set; } public short Score { get; set; } public byte Depth { get; set; } public TranspositionTableEntryType Type { get; set; } @@ -14,11 +14,16 @@ public struct TranspositionTableEntry public TranspositionTableEntry(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryType type) { - Hash = hash; + Key = (uint)(hash >> 32); Depth = depth; Score = score; BestMove = bestMove; Type = type; } + + public bool IsKeyValid(ulong hash) + { + return Key == (uint)(hash >> 32); + } } } From a45e120e2ebe503bd716113b0c1c3a6785400df7 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 18:44:13 +0200 Subject: [PATCH 021/160] Improve game phase calculation --- Cosette/Engine/Board/BoardState.cs | 9 +++++---- 1 file changed, 5 insertions(+), 4 deletions(-) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 3b3fa22..49a8363 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -61,7 +61,6 @@ public BoardState() EvaluationConstants.Pieces[Piece.Bishop] * 2+ EvaluationConstants.Pieces[Piece.Knight] * 2+ EvaluationConstants.Pieces[Piece.Pawn] * 8; - _materialAtOpening *= 2; } public void SetDefaultState() @@ -693,8 +692,10 @@ public int CalculatePosition(int color, int phase) public float GetPhaseRatio() { + var materialOfWeakerSide = Math.Min(Material[Color.White], Material[Color.Black]); + var openingDelta = _materialAtOpening - EvaluationConstants.OpeningEndgameEdge; - var boardDelta = Material[Color.White] + Material[Color.Black] - EvaluationConstants.OpeningEndgameEdge; + var boardDelta = materialOfWeakerSide - EvaluationConstants.OpeningEndgameEdge; var ratio = (float) boardDelta / openingDelta; return Math.Max(0, ratio); @@ -702,8 +703,8 @@ public float GetPhaseRatio() public int GetGamePhase() { - var totalMaterial = Material[Color.White] + Material[Color.Black]; - return totalMaterial > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; + var materialOfWeakerSide = Math.Min(Material[Color.White], Material[Color.Black]); + return materialOfWeakerSide > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; } public bool IsThreefoldRepetition() From 6162c6eeeb169d0d4ee64fd56cd83d49b3cdbac8 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 18:59:35 +0200 Subject: [PATCH 022/160] Add transposition table entry aging --- .../Engine/Ai/Score/EvaluationConstants.cs | 2 +- .../Engine/Ai/Search/IterativeDeepening.cs | 7 +-- Cosette/Engine/Ai/Search/NegaMax.cs | 55 +++++++++---------- .../Ai/Transposition/TranspositionTable.cs | 11 ++++ .../TranspositionTableEntryType.cs | 14 +++-- 5 files changed, 49 insertions(+), 40 deletions(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index cfb213a..c65ff4d 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -16,6 +16,6 @@ public static class EvaluationConstants public static int[] Mobility = { 4, 1 }; public static int[] KingInDanger = { -20, -5 }; - public const int OpeningEndgameEdge = 2 * 21000; + public const int OpeningEndgameEdge = 20500; } } diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index bc0ee68..d7f6ca0 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -16,11 +16,10 @@ public static class IterativeDeepening public static Move FindBestMove(SearchContext context) { - var expectedExecutionTime = 0; - - TranspositionTable.Clear(); + TranspositionTable.SetEntriesAsOld(); HistoryHeuristic.Clear(); + var expectedExecutionTime = 0; var alpha = SearchConstants.MinValue; var beta = SearchConstants.MaxValue; var lastSearchTime = 10ul; @@ -79,7 +78,7 @@ public static int GetMovesToCheckmate(int score) private static int GetPrincipalVariation(BoardState board, Move[] moves, int movesCount) { var entry = TranspositionTable.Get(board.Hash); - if (entry.Type == TranspositionTableEntryType.ExactScore && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) + if ((entry.Type & TranspositionTableEntryType.ExactScore) != 0 && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) { moves[movesCount] = entry.BestMove; board.MakeMove(entry.BestMove); diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 4e3ebc0..139dafc 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -55,32 +55,26 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Depth >= depth) { - switch (entry.Type) + if ((entry.Type & TranspositionTableEntryType.AlphaScore) != 0) { - case TranspositionTableEntryType.AlphaScore: + if (entry.Score < beta) { - if (entry.Score < beta) - { - beta = entry.Score; - } - - break; + beta = entry.Score; } - - case TranspositionTableEntryType.ExactScore: + } + else if ((entry.Type & TranspositionTableEntryType.ExactScore) != 0) + { + if ((entry.Type & TranspositionTableEntryType.Old) == 0) { return entry.Score; } - - case TranspositionTableEntryType.BetaScore: + } + else if((entry.Type & TranspositionTableEntryType.BetaScore) != 0) + { + if (entry.Score > alpha) { - if (entry.Score > alpha) - { - alpha = entry.Score; - bestMove = entry.BestMove; - } - - break; + alpha = entry.Score; + bestMove = entry.BestMove; } } @@ -95,13 +89,11 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al else { context.Statistics.TTNonHits++; - } -#endif -#if DEBUG - if (entry.Type != TranspositionTableEntryType.Invalid && !entry.IsKeyValid(context.BoardState.Hash)) - { - context.Statistics.TTCollisions++; + if (entry.Type != TranspositionTableEntryType.Invalid && entry.Type != TranspositionTableEntryType.Old) + { + context.Statistics.TTCollisions++; + } } #endif @@ -196,14 +188,17 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al alpha = 0; } - var entryType = alpha <= originalAlpha ? TranspositionTableEntryType.AlphaScore : - alpha >= beta ? TranspositionTableEntryType.BetaScore : - TranspositionTableEntryType.ExactScore; - TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, bestMove, entryType); + if ((entry.Type & TranspositionTableEntryType.Old) != 0 || entry.Depth < depth) + { + var entryType = alpha <= originalAlpha ? TranspositionTableEntryType.AlphaScore : + alpha >= beta ? TranspositionTableEntryType.BetaScore : + TranspositionTableEntryType.ExactScore; + TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, bestMove, entryType); #if DEBUG - context.Statistics.TTEntries++; + context.Statistics.TTEntries++; #endif + } return alpha; } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 991c549..6866464 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -26,6 +26,17 @@ public static TranspositionTableEntry Get(ulong hash) return _table[hash % _size]; } + public static void SetEntriesAsOld() + { + for (var i = 0; i < _table.Length; i++) + { + if (_table[i].Type != TranspositionTableEntryType.Invalid) + { + _table[i].Type |= TranspositionTableEntryType.Old; + } + } + } + public static void Clear() { Array.Clear(_table, 0, (int)_size); diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs index a57f305..a8647b9 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs @@ -1,10 +1,14 @@ -namespace Cosette.Engine.Ai.Transposition +using System; + +namespace Cosette.Engine.Ai.Transposition { + [Flags] public enum TranspositionTableEntryType : byte { - Invalid, - ExactScore, - BetaScore, - AlphaScore + Invalid = 0, + ExactScore = 1, + BetaScore = 2, + AlphaScore = 4, + Old = 8 } } From 2d537d0a59c07d14877768953a65cfca214c1231 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 19:41:23 +0200 Subject: [PATCH 023/160] Refactoring of transposition entry flags --- .../Engine/Ai/Search/IterativeDeepening.cs | 2 +- Cosette/Engine/Ai/Search/NegaMax.cs | 21 ++++++++----------- .../Ai/Transposition/TranspositionTable.cs | 8 +++---- .../Transposition/TranspositionTableEntry.cs | 6 +++--- ...ype.cs => TranspositionTableEntryFlags.cs} | 2 +- 5 files changed, 18 insertions(+), 21 deletions(-) rename Cosette/Engine/Ai/Transposition/{TranspositionTableEntryType.cs => TranspositionTableEntryFlags.cs} (79%) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index d7f6ca0..9dc354f 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -78,7 +78,7 @@ public static int GetMovesToCheckmate(int score) private static int GetPrincipalVariation(BoardState board, Move[] moves, int movesCount) { var entry = TranspositionTable.Get(board.Hash); - if ((entry.Type & TranspositionTableEntryType.ExactScore) != 0 && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) + if ((entry.Flags & TranspositionTableEntryFlags.ExactScore) != 0 && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) { moves[movesCount] = entry.BestMove; board.MakeMove(entry.BestMove); diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 139dafc..f938e24 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -55,21 +55,18 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Depth >= depth) { - if ((entry.Type & TranspositionTableEntryType.AlphaScore) != 0) + if ((entry.Flags & TranspositionTableEntryFlags.AlphaScore) != 0) { if (entry.Score < beta) { beta = entry.Score; } } - else if ((entry.Type & TranspositionTableEntryType.ExactScore) != 0) + else if (entry.Flags == TranspositionTableEntryFlags.ExactScore) { - if ((entry.Type & TranspositionTableEntryType.Old) == 0) - { - return entry.Score; - } + return entry.Score; } - else if((entry.Type & TranspositionTableEntryType.BetaScore) != 0) + else if((entry.Flags & TranspositionTableEntryFlags.BetaScore) != 0) { if (entry.Score > alpha) { @@ -90,7 +87,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al { context.Statistics.TTNonHits++; - if (entry.Type != TranspositionTableEntryType.Invalid && entry.Type != TranspositionTableEntryType.Old) + if (entry.Flags != TranspositionTableEntryFlags.Invalid) { context.Statistics.TTCollisions++; } @@ -188,11 +185,11 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al alpha = 0; } - if ((entry.Type & TranspositionTableEntryType.Old) != 0 || entry.Depth < depth) + if ((entry.Flags & TranspositionTableEntryFlags.Old) != 0 || entry.Depth < depth) { - var entryType = alpha <= originalAlpha ? TranspositionTableEntryType.AlphaScore : - alpha >= beta ? TranspositionTableEntryType.BetaScore : - TranspositionTableEntryType.ExactScore; + var entryType = alpha <= originalAlpha ? TranspositionTableEntryFlags.AlphaScore : + alpha >= beta ? TranspositionTableEntryFlags.BetaScore : + TranspositionTableEntryFlags.ExactScore; TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, bestMove, entryType); #if DEBUG diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 6866464..ce93eeb 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -16,9 +16,9 @@ public static unsafe void Init(ulong sizeMegabytes) _table = new TranspositionTableEntry[_size]; } - public static void Add(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryType type) + public static void Add(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryFlags flags) { - _table[hash % _size] = new TranspositionTableEntry(hash, depth, score, bestMove, type); + _table[hash % _size] = new TranspositionTableEntry(hash, depth, score, bestMove, flags); } public static TranspositionTableEntry Get(ulong hash) @@ -30,9 +30,9 @@ public static void SetEntriesAsOld() { for (var i = 0; i < _table.Length; i++) { - if (_table[i].Type != TranspositionTableEntryType.Invalid) + if (_table[i].Flags != TranspositionTableEntryFlags.Invalid) { - _table[i].Type |= TranspositionTableEntryType.Old; + _table[i].Flags |= TranspositionTableEntryFlags.Old; } } } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs index 4a68532..691b894 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs @@ -9,16 +9,16 @@ public struct TranspositionTableEntry public uint Key { get; set; } public short Score { get; set; } public byte Depth { get; set; } - public TranspositionTableEntryType Type { get; set; } + public TranspositionTableEntryFlags Flags { get; set; } public Move BestMove { get; set; } - public TranspositionTableEntry(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryType type) + public TranspositionTableEntry(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryFlags flags) { Key = (uint)(hash >> 32); Depth = depth; Score = score; BestMove = bestMove; - Type = type; + Flags = flags; } public bool IsKeyValid(ulong hash) diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs similarity index 79% rename from Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs rename to Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs index a8647b9..84f95d6 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryType.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs @@ -3,7 +3,7 @@ namespace Cosette.Engine.Ai.Transposition { [Flags] - public enum TranspositionTableEntryType : byte + public enum TranspositionTableEntryFlags : byte { Invalid = 0, ExactScore = 1, From da5b4d681beb81c114c9bcd47405a30ec8b7bb55 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 19:45:28 +0200 Subject: [PATCH 024/160] Remove transposition table clearing after search abort --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 7 +------ 1 file changed, 1 insertion(+), 6 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 9dc354f..110969e 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -54,12 +54,7 @@ public static Move FindBestMove(SearchContext context) Task.Delay(1).GetAwaiter().GetResult(); } - if (context.AbortSearch) - { - TranspositionTable.Clear(); - context.AbortSearch = false; - } - + context.AbortSearch = false; return bestMove; } From 8b2ca18190f5853fd9e2604fefad1d8c891dd7a6 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 20:23:52 +0200 Subject: [PATCH 025/160] Replace flag with moves counter in transposition entry --- .../Engine/Ai/Search/IterativeDeepening.cs | 1 - Cosette/Engine/Ai/Search/NegaMax.cs | 46 +++++++++++++------ Cosette/Engine/Ai/Search/SearchContext.cs | 2 + .../Ai/Transposition/TranspositionTable.cs | 15 +----- .../Transposition/TranspositionTableEntry.cs | 6 ++- .../TranspositionTableEntryFlags.cs | 4 +- 6 files changed, 40 insertions(+), 34 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 110969e..b5b9c99 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -16,7 +16,6 @@ public static class IterativeDeepening public static Move FindBestMove(SearchContext context) { - TranspositionTable.SetEntriesAsOld(); HistoryHeuristic.Clear(); var expectedExecutionTime = 0; diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index f938e24..11ef8a6 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -55,23 +55,37 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Depth >= depth) { - if ((entry.Flags & TranspositionTableEntryFlags.AlphaScore) != 0) + switch (entry.Flags) { - if (entry.Score < beta) + case TranspositionTableEntryFlags.AlphaScore: { - beta = entry.Score; + if (entry.Score < beta) + { + beta = entry.Score; + } + + break; } - } - else if (entry.Flags == TranspositionTableEntryFlags.ExactScore) - { - return entry.Score; - } - else if((entry.Flags & TranspositionTableEntryFlags.BetaScore) != 0) - { - if (entry.Score > alpha) + + case TranspositionTableEntryFlags.ExactScore: { - alpha = entry.Score; - bestMove = entry.BestMove; + if (entry.Age == context.TranspositionTableEntryAge) + { + return entry.Score; + } + + break; + } + + case TranspositionTableEntryFlags.BetaScore: + { + if (entry.Score > alpha) + { + alpha = entry.Score; + bestMove = entry.BestMove; + } + + break; } } @@ -185,12 +199,14 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al alpha = 0; } - if ((entry.Flags & TranspositionTableEntryFlags.Old) != 0 || entry.Depth < depth) + if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { var entryType = alpha <= originalAlpha ? TranspositionTableEntryFlags.AlphaScore : alpha >= beta ? TranspositionTableEntryFlags.BetaScore : TranspositionTableEntryFlags.ExactScore; - TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, bestMove, entryType); + + TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, + (byte)context.TranspositionTableEntryAge, bestMove, entryType); #if DEBUG context.Statistics.TTEntries++; diff --git a/Cosette/Engine/Ai/Search/SearchContext.cs b/Cosette/Engine/Ai/Search/SearchContext.cs index 66097cd..69891d1 100644 --- a/Cosette/Engine/Ai/Search/SearchContext.cs +++ b/Cosette/Engine/Ai/Search/SearchContext.cs @@ -15,6 +15,7 @@ public class SearchContext public bool WaitForStopCommand { get; set; } public ulong MaxNodesCount { get; set; } public List MoveRestrictions { get; set; } + public int TranspositionTableEntryAge { get; set; } public SearchContext(BoardState boardState) { @@ -26,6 +27,7 @@ public SearchContext(BoardState boardState) WaitForStopCommand = false; MaxNodesCount = ulong.MaxValue; MoveRestrictions = null; + TranspositionTableEntryAge = boardState.MovesCount; } } } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index ce93eeb..52cd94c 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -16,9 +16,9 @@ public static unsafe void Init(ulong sizeMegabytes) _table = new TranspositionTableEntry[_size]; } - public static void Add(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryFlags flags) + public static void Add(ulong hash, byte depth, short score, byte age, Move bestMove, TranspositionTableEntryFlags flags) { - _table[hash % _size] = new TranspositionTableEntry(hash, depth, score, bestMove, flags); + _table[hash % _size] = new TranspositionTableEntry(hash, depth, score, age, bestMove, flags); } public static TranspositionTableEntry Get(ulong hash) @@ -26,17 +26,6 @@ public static TranspositionTableEntry Get(ulong hash) return _table[hash % _size]; } - public static void SetEntriesAsOld() - { - for (var i = 0; i < _table.Length; i++) - { - if (_table[i].Flags != TranspositionTableEntryFlags.Invalid) - { - _table[i].Flags |= TranspositionTableEntryFlags.Old; - } - } - } - public static void Clear() { Array.Clear(_table, 0, (int)_size); diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs index 691b894..4672ffe 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs @@ -7,16 +7,18 @@ namespace Cosette.Engine.Ai.Transposition public struct TranspositionTableEntry { public uint Key { get; set; } - public short Score { get; set; } public byte Depth { get; set; } + public short Score { get; set; } + public byte Age { get; set; } public TranspositionTableEntryFlags Flags { get; set; } public Move BestMove { get; set; } - public TranspositionTableEntry(ulong hash, byte depth, short score, Move bestMove, TranspositionTableEntryFlags flags) + public TranspositionTableEntry(ulong hash, byte depth, short score, byte age, Move bestMove, TranspositionTableEntryFlags flags) { Key = (uint)(hash >> 32); Depth = depth; Score = score; + Age = age; BestMove = bestMove; Flags = flags; } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs index 84f95d6..1ceecff 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntryFlags.cs @@ -2,13 +2,11 @@ namespace Cosette.Engine.Ai.Transposition { - [Flags] public enum TranspositionTableEntryFlags : byte { Invalid = 0, ExactScore = 1, BetaScore = 2, - AlphaScore = 4, - Old = 8 + AlphaScore = 4 } } From 4df01d1c55750e5a9c2fd9e42bd994eb7efd5199 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 23 Sep 2020 23:20:55 +0200 Subject: [PATCH 026/160] Rewrite checkmate detection --- .../Engine/Ai/Search/IterativeDeepening.cs | 9 ++++++-- Cosette/Engine/Ai/Search/NegaMax.cs | 12 ++++++---- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 4 ++-- Cosette/Engine/Ai/Search/SearchHelpers.cs | 22 +++++++++++++++++++ Cosette/Uci/UciClient.cs | 2 +- 5 files changed, 40 insertions(+), 9 deletions(-) create mode 100644 Cosette/Engine/Ai/Search/SearchHelpers.cs diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index b5b9c99..7ba3f47 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -25,7 +25,7 @@ public static Move FindBestMove(SearchContext context) var bestMove = Move.Empty; var stopwatch = Stopwatch.StartNew(); - for (var depth = 1; expectedExecutionTime <= context.MaxTime && depth <= context.MaxDepth && !IsScoreCheckmate(context.Statistics.Score); depth++) + for (var depth = 1; expectedExecutionTime <= context.MaxTime && depth <= context.MaxDepth && !IsScoreNearCheckmate(context.Statistics.Score); depth++) { context.Statistics.Clear(); @@ -58,9 +58,14 @@ public static Move FindBestMove(SearchContext context) } public static bool IsScoreCheckmate(int score) + { + return Math.Abs(score) == EvaluationConstants.Checkmate; + } + + public static bool IsScoreNearCheckmate(int score) { var scoreAbs = Math.Abs(score); - return scoreAbs > EvaluationConstants.Checkmate - SearchConstants.MaxDepth && + return scoreAbs > EvaluationConstants.Checkmate - SearchConstants.MaxDepth && scoreAbs < EvaluationConstants.Checkmate + SearchConstants.MaxDepth; } diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 11ef8a6..ce7335c 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -28,7 +28,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King] == 0) { context.Statistics.Leafs++; - return -EvaluationConstants.Checkmate + ply; + return -EvaluationConstants.Checkmate + 1; } if (context.BoardState.IsThreefoldRepetition()) @@ -71,7 +71,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al { if (entry.Age == context.TranspositionTableEntryAge) { - return entry.Score; + return SearchHelpers.PostProcessScore(entry.Score); } break; @@ -91,7 +91,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (alpha >= beta) { - context.Statistics.Leafs++; + context.Statistics.BetaCutoffs++; return entry.Score; } } @@ -194,10 +194,14 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) + if (alpha == -EvaluationConstants.Checkmate + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) { alpha = 0; } + else + { + alpha = SearchHelpers.PostProcessScore(alpha); + } if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 14e06a6..4ad2674 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -20,7 +20,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King] == 0) { context.Statistics.QLeafs++; - return -EvaluationConstants.Checkmate + ply; + return -EvaluationConstants.Checkmate + 1; } var standPat = Evaluation.Evaluate(context.BoardState, context.BoardState.ColorToMove); @@ -72,7 +72,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - return alpha; + return SearchHelpers.PostProcessScore(alpha); } } } diff --git a/Cosette/Engine/Ai/Search/SearchHelpers.cs b/Cosette/Engine/Ai/Search/SearchHelpers.cs new file mode 100644 index 0000000..3e828dd --- /dev/null +++ b/Cosette/Engine/Ai/Search/SearchHelpers.cs @@ -0,0 +1,22 @@ +namespace Cosette.Engine.Ai.Search +{ + public static class SearchHelpers + { + public static int PostProcessScore(int score) + { + if (IterativeDeepening.IsScoreNearCheckmate(score)) + { + if (score > 0) + { + return score - 1; + } + else + { + return score + 1; + } + } + + return score; + } + } +} diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 7e66ebf..202b395 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -134,7 +134,7 @@ private void OnSearchUpdate(object sender, SearchStatistics stats) private string FormatScore(int score) { - if (IterativeDeepening.IsScoreCheckmate(score)) + if (IterativeDeepening.IsScoreNearCheckmate(score)) { var movesToCheckmate = IterativeDeepening.GetMovesToCheckmate(score); if (score < 0) From f9a3f5f3f613db29aba7f2259a7607a46035d8e6 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 14:48:18 +0200 Subject: [PATCH 027/160] Fix checkmate score in transposition table --- CHANGELOG.md | 7 ++- .../Engine/Ai/Search/IterativeDeepening.cs | 14 +++--- Cosette/Engine/Ai/Search/NegaMax.cs | 46 ++++++++++++++----- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 4 +- Cosette/Engine/Ai/Search/SearchHelpers.cs | 15 ------ 5 files changed, 51 insertions(+), 35 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index ac3ad8b..e885344 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,9 @@ -# Version 1.0 (Aqua), 19-09-2020 +# Version 2.0 (Darkness), --.--.---- + * Improve transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) + +Estimated strength: ???? ELO + +# Version 1.0 (Aqua), 19.09.2020 * Initial version Estimated strength: 1900 ELO \ No newline at end of file diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 7ba3f47..f481537 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -25,7 +25,7 @@ public static Move FindBestMove(SearchContext context) var bestMove = Move.Empty; var stopwatch = Stopwatch.StartNew(); - for (var depth = 1; expectedExecutionTime <= context.MaxTime && depth <= context.MaxDepth && !IsScoreNearCheckmate(context.Statistics.Score); depth++) + for (var depth = 1; ShouldContinueDeepening(context, depth, expectedExecutionTime); depth++) { context.Statistics.Clear(); @@ -57,21 +57,23 @@ public static Move FindBestMove(SearchContext context) return bestMove; } - public static bool IsScoreCheckmate(int score) + public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) { - return Math.Abs(score) == EvaluationConstants.Checkmate; + return depth <= context.MaxDepth && + expectedExecutionTime <= context.MaxTime && + GetMovesToCheckmate(context.Statistics.Score) != depth - 1; } public static bool IsScoreNearCheckmate(int score) { var scoreAbs = Math.Abs(score); - return scoreAbs > EvaluationConstants.Checkmate - SearchConstants.MaxDepth && - scoreAbs < EvaluationConstants.Checkmate + SearchConstants.MaxDepth; + return scoreAbs >= EvaluationConstants.Checkmate - SearchConstants.MaxDepth && + scoreAbs <= EvaluationConstants.Checkmate + SearchConstants.MaxDepth; } public static int GetMovesToCheckmate(int score) { - return Math.Abs(Math.Abs(score) - EvaluationConstants.Checkmate) / 2; + return Math.Abs(Math.Abs(score) - EvaluationConstants.Checkmate) / 2 - 1; } private static int GetPrincipalVariation(BoardState board, Move[] moves, int movesCount) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index ce7335c..8a73bf6 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -28,7 +28,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King] == 0) { context.Statistics.Leafs++; - return -EvaluationConstants.Checkmate + 1; + return -EvaluationConstants.Checkmate + ply; } if (context.BoardState.IsThreefoldRepetition()) @@ -55,6 +55,18 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Depth >= depth) { + if (IterativeDeepening.IsScoreNearCheckmate(entry.Score)) + { + if (entry.Score > 0) + { + entry.Score = (short)(entry.Score - ply); + } + else + { + entry.Score = (short)(entry.Score + ply); + } + } + switch (entry.Flags) { case TranspositionTableEntryFlags.AlphaScore: @@ -71,7 +83,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al { if (entry.Age == context.TranspositionTableEntryAge) { - return SearchHelpers.PostProcessScore(entry.Score); + return entry.Score; } break; @@ -107,7 +119,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } #endif - + if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode)) { context.BoardState.MakeNullMove(); @@ -120,7 +132,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return score; } } - + Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; @@ -194,22 +206,34 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - if (alpha == -EvaluationConstants.Checkmate + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) - { - alpha = 0; - } - else + if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) { - alpha = SearchHelpers.PostProcessScore(alpha); + TranspositionTable.Add(context.BoardState.Hash, (byte)depth, 0, + (byte)context.TranspositionTableEntryAge, bestMove, TranspositionTableEntryFlags.ExactScore); + + return 0; } if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { + var valueToSave = alpha; + if (IterativeDeepening.IsScoreNearCheckmate(valueToSave)) + { + if (valueToSave > 0) + { + valueToSave = (short)(valueToSave + ply); + } + else + { + valueToSave = (short)(valueToSave - ply); + } + } + var entryType = alpha <= originalAlpha ? TranspositionTableEntryFlags.AlphaScore : alpha >= beta ? TranspositionTableEntryFlags.BetaScore : TranspositionTableEntryFlags.ExactScore; - TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)alpha, + TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)valueToSave, (byte)context.TranspositionTableEntryAge, bestMove, entryType); #if DEBUG diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 4ad2674..14e06a6 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -20,7 +20,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King] == 0) { context.Statistics.QLeafs++; - return -EvaluationConstants.Checkmate + 1; + return -EvaluationConstants.Checkmate + ply; } var standPat = Evaluation.Evaluate(context.BoardState, context.BoardState.ColorToMove); @@ -72,7 +72,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - return SearchHelpers.PostProcessScore(alpha); + return alpha; } } } diff --git a/Cosette/Engine/Ai/Search/SearchHelpers.cs b/Cosette/Engine/Ai/Search/SearchHelpers.cs index 3e828dd..8d1c65e 100644 --- a/Cosette/Engine/Ai/Search/SearchHelpers.cs +++ b/Cosette/Engine/Ai/Search/SearchHelpers.cs @@ -2,21 +2,6 @@ { public static class SearchHelpers { - public static int PostProcessScore(int score) - { - if (IterativeDeepening.IsScoreNearCheckmate(score)) - { - if (score > 0) - { - return score - 1; - } - else - { - return score + 1; - } - } - return score; - } } } From 5b5d4dcd03f2fb2e549314c8b1c62c9fa3f9af5b Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 15:38:26 +0200 Subject: [PATCH 028/160] Refactoring --- Cosette/Engine/Ai/Search/NegaMax.cs | 27 ++------------ .../Ai/Transposition/TranspositionTable.cs | 35 +++++++++++++++++++ 2 files changed, 37 insertions(+), 25 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 8a73bf6..1b49a21 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -55,18 +55,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Depth >= depth) { - if (IterativeDeepening.IsScoreNearCheckmate(entry.Score)) - { - if (entry.Score > 0) - { - entry.Score = (short)(entry.Score - ply); - } - else - { - entry.Score = (short)(entry.Score + ply); - } - } - + entry.Score = (short)TranspositionTable.TTToRegularScore(entry.Score, ply); switch (entry.Flags) { case TranspositionTableEntryFlags.AlphaScore: @@ -216,19 +205,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { - var valueToSave = alpha; - if (IterativeDeepening.IsScoreNearCheckmate(valueToSave)) - { - if (valueToSave > 0) - { - valueToSave = (short)(valueToSave + ply); - } - else - { - valueToSave = (short)(valueToSave - ply); - } - } - + var valueToSave = TranspositionTable.RegularToTTScore(alpha, ply); var entryType = alpha <= originalAlpha ? TranspositionTableEntryFlags.AlphaScore : alpha >= beta ? TranspositionTableEntryFlags.BetaScore : TranspositionTableEntryFlags.ExactScore; diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 52cd94c..5377ae9 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -1,4 +1,5 @@ using System; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Moves; namespace Cosette.Engine.Ai.Transposition @@ -30,5 +31,39 @@ public static void Clear() { Array.Clear(_table, 0, (int)_size); } + + public static int RegularToTTScore(int score, int ply) + { + if (IterativeDeepening.IsScoreNearCheckmate(score)) + { + if (score > 0) + { + return score + ply; + } + else + { + return score - ply; + } + } + + return score; + } + + public static int TTToRegularScore(int score, int ply) + { + if (IterativeDeepening.IsScoreNearCheckmate(score)) + { + if (score > 0) + { + return score - ply; + } + else + { + return score + ply; + } + } + + return score; + } } } From b59040aacafa055d28cf0e7ea5c4be044bcb8d0d Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 16:22:29 +0200 Subject: [PATCH 029/160] Add fifty-move rule detection --- CHANGELOG.md | 5 ++-- Cosette/Engine/Ai/Search/NegaMax.cs | 2 +- Cosette/Engine/Board/BoardState.cs | 39 ++++++++++++++++++++++++++++- Cosette/Uci/UciClient.cs | 3 ++- 4 files changed, 44 insertions(+), 5 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index e885344..a79467a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,9 +1,10 @@ # Version 2.0 (Darkness), --.--.---- - * Improve transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) + - Improve transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) + - Add fifty-move rule detection Estimated strength: ???? ELO # Version 1.0 (Aqua), 19.09.2020 - * Initial version + - Initial version Estimated strength: 1900 ELO \ No newline at end of file diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 1b49a21..abdec7a 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -31,7 +31,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return -EvaluationConstants.Checkmate + ply; } - if (context.BoardState.IsThreefoldRepetition()) + if (context.BoardState.IsDraw()) { context.Statistics.Leafs++; return EvaluationConstants.ThreefoldRepetition; diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 49a8363..a3892e8 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -16,6 +16,8 @@ public class BoardState public Castling Castling { get; set; } public int ColorToMove { get; set; } public int MovesCount { get; set; } + public int IrreversibleMovesCount { get; set; } + public int NullMoves { get; set; } public bool[] CastlingDone { get; set; } public int[] Material { get; set; } @@ -30,6 +32,7 @@ public class BoardState private readonly FastStack _promotedPieces; private readonly FastStack _hashes; private readonly FastStack _pawnHashes; + private readonly FastStack _irreversibleMovesCounts; private readonly int _materialAtOpening; @@ -53,6 +56,7 @@ public BoardState() _promotedPieces = new FastStack(512); _hashes = new FastStack(512); _pawnHashes = new FastStack(512); + _irreversibleMovesCounts = new FastStack(512); _materialAtOpening = EvaluationConstants.Pieces[Piece.King] + @@ -83,8 +87,12 @@ public void SetDefaultState() Occupancy[Color.Black] = 18446462598732840960; OccupancySummary = Occupancy[Color.White] | Occupancy[Color.Black]; + EnPassant = 0; Castling = Castling.Everything; ColorToMove = Color.White; + MovesCount = 0; + IrreversibleMovesCount = 0; + NullMoves = 0; CastlingDone[Color.White] = false; CastlingDone[Color.Black] = false; @@ -106,6 +114,7 @@ public void SetDefaultState() _promotedPieces.Clear(); _hashes.Clear(); _pawnHashes.Clear(); + _irreversibleMovesCounts.Clear(); } public int GetAvailableMoves(Span moves) @@ -144,6 +153,16 @@ public void MakeMove(Move move) _hashes.Push(Hash); _pawnHashes.Push(PawnHash); _enPassants.Push(EnPassant); + _irreversibleMovesCounts.Push(IrreversibleMovesCount); + + if (move.PieceType == Piece.Pawn || (move.Flags & MoveFlags.Kill) != 0) + { + IrreversibleMovesCount = 0; + } + else + { + IrreversibleMovesCount++; + } if (EnPassant != 0) { @@ -449,6 +468,7 @@ public void UndoMove(Move move) AddPiece(ColorToMove, move.PieceType, move.From); } + IrreversibleMovesCount = _irreversibleMovesCounts.Pop(); PawnHash = _pawnHashes.Pop(); Hash = _hashes.Pop(); Castling = _castlings.Pop(); @@ -462,6 +482,7 @@ public void UndoMove(Move move) public void MakeNullMove() { + NullMoves++; if (ColorToMove == Color.White) { MovesCount++; @@ -483,6 +504,7 @@ public void MakeNullMove() public void UndoNullMove() { + NullMoves--; ColorToMove = ColorOperations.Invert(ColorToMove); Hash = _hashes.Pop(); @@ -707,9 +729,14 @@ public int GetGamePhase() return materialOfWeakerSide > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; } + public bool IsDraw() + { + return IsThreefoldRepetition() || IsFiftyMoveRuleDraw(); + } + public bool IsThreefoldRepetition() { - if (_hashes.Count() >= 8) + if (NullMoves == 0 && _hashes.Count() >= 8) { var first = _hashes.Peek(3); var second = _hashes.Peek(7); @@ -723,6 +750,16 @@ public bool IsThreefoldRepetition() return false; } + public bool IsFiftyMoveRuleDraw() + { + if (NullMoves == 0 && IrreversibleMovesCount >= 100) + { + return true; + } + + return false; + } + private int GetPromotionPiece(MoveFlags flags) { if ((flags & MoveFlags.QueenPromotion) != 0) diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 202b395..cb2321e 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -128,7 +128,8 @@ private void OnSearchUpdate(object sender, SearchStatistics stats) var total = materialEvaluation + castlingEvaluation + positionEvaluation + pawnStructureEvaluation + mobility + kingSafety; Send($"info string evaluation {total} phase {openingPhase:F} material {materialEvaluation} castling {castlingEvaluation} " + - $"position {positionEvaluation} pawns {pawnStructureEvaluation} mobility {mobility} ksafety {kingSafety}"); + $"position {positionEvaluation} pawns {pawnStructureEvaluation} mobility {mobility} ksafety {kingSafety} " + + $"irrmoves {stats.Board.IrreversibleMovesCount}"); } } From 1c790f34fe993bd7e06db74941fcb2d96c66f3d6 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 18:22:14 +0200 Subject: [PATCH 030/160] Fix max depth during search --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index f481537..899dd3c 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -59,7 +59,7 @@ public static Move FindBestMove(SearchContext context) public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) { - return depth <= context.MaxDepth && + return depth < context.MaxDepth && expectedExecutionTime <= context.MaxTime && GetMovesToCheckmate(context.Statistics.Score) != depth - 1; } From 721255088b2a31dadacc46c61b94d7cc417926aa Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 18:22:45 +0200 Subject: [PATCH 031/160] Fix halfmove clock in FEN parser --- Cosette/Engine/Fen/FenParser.cs | 1 + 1 file changed, 1 insertion(+) diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenParser.cs index a1109b2..02e746d 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenParser.cs @@ -32,6 +32,7 @@ public static BoardState Parse(string fen) result.Position[Color.Black][GamePhase.Ending] = result.CalculatePosition(Color.Black, GamePhase.Ending); result.MovesCount = movesCount; + result.IrreversibleMovesCount = halfmoveClock; result.ColorToMove = colorState == "w" ? Color.White : Color.Black; result.Hash = ZobristHashing.CalculateHash(result); result.PawnHash = ZobristHashing.CalculatePawnHash(result); From 4551aaf20e3ee61a0adc0c063ba4611a16fae788 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 18:30:13 +0200 Subject: [PATCH 032/160] Fix style issues --- Cosette/Engine/Board/BoardState.cs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index a3892e8..78042f6 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -62,8 +62,8 @@ public BoardState() EvaluationConstants.Pieces[Piece.King] + EvaluationConstants.Pieces[Piece.Queen] + EvaluationConstants.Pieces[Piece.Rook] * 2 + - EvaluationConstants.Pieces[Piece.Bishop] * 2+ - EvaluationConstants.Pieces[Piece.Knight] * 2+ + EvaluationConstants.Pieces[Piece.Bishop] * 2 + + EvaluationConstants.Pieces[Piece.Knight] * 2 + EvaluationConstants.Pieces[Piece.Pawn] * 8; } From 93893eedf9b4a6d21cd6738501e09c9cc2b1ece4 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 19:14:28 +0200 Subject: [PATCH 033/160] Refactoring of draw detection --- Cosette/Engine/Ai/Search/NegaMax.cs | 14 +++++++++++++- Cosette/Engine/Board/BoardState.cs | 5 ----- 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index abdec7a..58e9abc 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -31,12 +31,24 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return -EvaluationConstants.Checkmate + ply; } - if (context.BoardState.IsDraw()) + if (context.BoardState.IsThreefoldRepetition()) { context.Statistics.Leafs++; return EvaluationConstants.ThreefoldRepetition; } + if (context.BoardState.IsFiftyMoveRuleDraw()) + { + context.Statistics.Leafs++; + + if (context.BoardState.IsKingChecked(ColorOperations.Invert(context.BoardState.ColorToMove))) + { + return EvaluationConstants.Checkmate + ply; + } + + return EvaluationConstants.ThreefoldRepetition; + } + if (depth <= 0) { context.Statistics.Leafs++; diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 78042f6..2f074be 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -729,11 +729,6 @@ public int GetGamePhase() return materialOfWeakerSide > EvaluationConstants.OpeningEndgameEdge ? GamePhase.Opening : GamePhase.Ending; } - public bool IsDraw() - { - return IsThreefoldRepetition() || IsFiftyMoveRuleDraw(); - } - public bool IsThreefoldRepetition() { if (NullMoves == 0 && _hashes.Count() >= 8) From b1f8f8462f5264f00df98e2f998113364cfbb233 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 19:48:26 +0200 Subject: [PATCH 034/160] Clear tables when starting new UCI game --- Cosette/Uci/Commands/UciNewGameCommand.cs | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/Cosette/Uci/Commands/UciNewGameCommand.cs b/Cosette/Uci/Commands/UciNewGameCommand.cs index fe18578..396d683 100644 --- a/Cosette/Uci/Commands/UciNewGameCommand.cs +++ b/Cosette/Uci/Commands/UciNewGameCommand.cs @@ -1,4 +1,7 @@ -namespace Cosette.Uci.Commands +using Cosette.Engine.Ai.Ordering; +using Cosette.Engine.Ai.Transposition; + +namespace Cosette.Uci.Commands { public class UciNewGameCommand : IUciCommand { @@ -11,6 +14,11 @@ public UciNewGameCommand(UciClient uciClient) public void Run(params string[] parameters) { + TranspositionTable.Clear(); + PawnHashTable.Clear(); + KillerHeuristic.Clear(); + HistoryHeuristic.Clear(); + _uciClient.BoardState.SetDefaultState(); } } From ab587c00a2f970b0e2767f0330ae3d14919a3943 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 24 Sep 2020 20:09:41 +0200 Subject: [PATCH 035/160] Update benchmark depths --- Cosette/Interactive/Commands/BenchmarkCommand.cs | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 5e5b77e..5203bcf 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -37,19 +37,19 @@ private void TestOpening() var boardState = new BoardState(); boardState.SetDefaultState(); - Test(boardState, "Opening", 11); + Test(boardState, "Opening", 12); } private void TestMidGame() { var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); - Test(boardState, "Midgame", 11); + Test(boardState, "Midgame", 12); } private void TestEndGame() { var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); - Test(boardState, "Endgame", 16); + Test(boardState, "Endgame", 17); } private void Test(BoardState boardState, string name, int depth) From db8e0fd9f3a7982981079b03725bb86173b86553 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 25 Sep 2020 01:12:19 +0200 Subject: [PATCH 036/160] Add draw score to transposition table --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 2 +- Cosette/Engine/Ai/Search/NegaMax.cs | 5 +---- 2 files changed, 2 insertions(+), 5 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 899dd3c..4347693 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -61,7 +61,7 @@ public static bool ShouldContinueDeepening(SearchContext context, int depth, int { return depth < context.MaxDepth && expectedExecutionTime <= context.MaxTime && - GetMovesToCheckmate(context.Statistics.Score) != depth - 1; + !IsScoreNearCheckmate(context.Statistics.Score); } public static bool IsScoreNearCheckmate(int score) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 58e9abc..3c797e3 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -209,10 +209,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) { - TranspositionTable.Add(context.BoardState.Hash, (byte)depth, 0, - (byte)context.TranspositionTableEntryAge, bestMove, TranspositionTableEntryFlags.ExactScore); - - return 0; + alpha = 0; } if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) From da34cc7354648a340cb74525d5ff2eb2be2ba5d2 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 25 Sep 2020 13:43:42 +0200 Subject: [PATCH 037/160] Remove draw scores from transposition tables again --- Cosette/Engine/Ai/Search/NegaMax.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 3c797e3..7f8e17d 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -209,7 +209,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) { - alpha = 0; + return 0; } if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) From feb402ec96ad9a4ffa2b267afee0ed98dd8f485c Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 25 Sep 2020 15:58:48 +0200 Subject: [PATCH 038/160] Fix invalid moves with checkmate score in transposition table --- Cosette/Engine/Ai/Search/NegaMax.cs | 7 ++++++- 1 file changed, 6 insertions(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 7f8e17d..cb946f6 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -207,8 +207,13 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - if (alpha == -EvaluationConstants.Checkmate + ply + 2 && !context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) + if (alpha == -EvaluationConstants.Checkmate + ply + 2) { + if (context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) + { + return alpha; + } + return 0; } From 08de6648aa8e467293dfa92793228714e6a44e86 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 25 Sep 2020 18:56:32 +0200 Subject: [PATCH 039/160] Fix invalid move bug --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 4347693..2e569d1 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -59,9 +59,15 @@ public static Move FindBestMove(SearchContext context) public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) { + var entry = TranspositionTable.Get(context.BoardState.Hash); + if (entry.Flags != TranspositionTableEntryFlags.ExactScore && entry.IsKeyValid(context.BoardState.Hash)) + { + return true; + } + return depth < context.MaxDepth && - expectedExecutionTime <= context.MaxTime && - !IsScoreNearCheckmate(context.Statistics.Score); + expectedExecutionTime <= context.MaxTime && + !IsScoreNearCheckmate(context.Statistics.Score); } public static bool IsScoreNearCheckmate(int score) @@ -79,7 +85,7 @@ public static int GetMovesToCheckmate(int score) private static int GetPrincipalVariation(BoardState board, Move[] moves, int movesCount) { var entry = TranspositionTable.Get(board.Hash); - if ((entry.Flags & TranspositionTableEntryFlags.ExactScore) != 0 && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) + if (entry.Flags == TranspositionTableEntryFlags.ExactScore && entry.IsKeyValid(board.Hash) && movesCount < SearchConstants.MaxDepth) { moves[movesCount] = entry.BestMove; board.MakeMove(entry.BestMove); From e6b4da6d40ab0f206be15e8b91933232290e8e7e Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 25 Sep 2020 20:26:53 +0200 Subject: [PATCH 040/160] Fix checkmate and draw score issues --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 8 +------- Cosette/Engine/Ai/Search/NegaMax.cs | 15 +++++++++------ 2 files changed, 10 insertions(+), 13 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 2e569d1..e81ded1 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -59,15 +59,9 @@ public static Move FindBestMove(SearchContext context) public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) { - var entry = TranspositionTable.Get(context.BoardState.Hash); - if (entry.Flags != TranspositionTableEntryFlags.ExactScore && entry.IsKeyValid(context.BoardState.Hash)) - { - return true; - } - return depth < context.MaxDepth && expectedExecutionTime <= context.MaxTime && - !IsScoreNearCheckmate(context.Statistics.Score); + GetMovesToCheckmate(context.Statistics.Score) != 0; } public static bool IsScoreNearCheckmate(int score) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index cb946f6..26ff78f 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -67,7 +67,6 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Depth >= depth) { - entry.Score = (short)TranspositionTable.TTToRegularScore(entry.Score, ply); switch (entry.Flags) { case TranspositionTableEntryFlags.AlphaScore: @@ -82,6 +81,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al case TranspositionTableEntryFlags.ExactScore: { + entry.Score = (short)TranspositionTable.TTToRegularScore(entry.Score, ply); if (entry.Age == context.TranspositionTableEntryAge) { return entry.Score; @@ -209,21 +209,24 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (alpha == -EvaluationConstants.Checkmate + ply + 2) { - if (context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) + if (!context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) { - return alpha; + alpha = 0; } - - return 0; } if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { - var valueToSave = TranspositionTable.RegularToTTScore(alpha, ply); + var valueToSave = alpha; var entryType = alpha <= originalAlpha ? TranspositionTableEntryFlags.AlphaScore : alpha >= beta ? TranspositionTableEntryFlags.BetaScore : TranspositionTableEntryFlags.ExactScore; + if (entryType == TranspositionTableEntryFlags.ExactScore) + { + valueToSave = TranspositionTable.RegularToTTScore(alpha, ply); + } + TranspositionTable.Add(context.BoardState.Hash, (byte)depth, (short)valueToSave, (byte)context.TranspositionTableEntryAge, bestMove, entryType); From 5acae65027a53c1d1f1886edde3fc87e0fb10005 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 25 Sep 2020 22:19:51 +0200 Subject: [PATCH 041/160] Refactoring --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 7 ++++++- Cosette/Engine/Ai/Search/NegaMax.cs | 4 ++-- 2 files changed, 8 insertions(+), 3 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index e81ded1..c1f36c2 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -61,7 +61,12 @@ public static bool ShouldContinueDeepening(SearchContext context, int depth, int { return depth < context.MaxDepth && expectedExecutionTime <= context.MaxTime && - GetMovesToCheckmate(context.Statistics.Score) != 0; + !IsScoreCheckmate(context.Statistics.Score); + } + + public static bool IsScoreCheckmate(int score) + { + return GetMovesToCheckmate(score) == 0; } public static bool IsScoreNearCheckmate(int score) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 26ff78f..1d674c6 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -81,9 +81,9 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al case TranspositionTableEntryFlags.ExactScore: { - entry.Score = (short)TranspositionTable.TTToRegularScore(entry.Score, ply); - if (entry.Age == context.TranspositionTableEntryAge) + if (!pvNode || entry.Age == context.TranspositionTableEntryAge) { + entry.Score = (short)TranspositionTable.TTToRegularScore(entry.Score, ply); return entry.Score; } From d14432b625c4deb64cec88d8173f8a3fa60fa956 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 26 Sep 2020 19:36:48 +0200 Subject: [PATCH 042/160] Don't stop search even when checkmate score is detected --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 10 ++-------- 1 file changed, 2 insertions(+), 8 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index c1f36c2..bf768b4 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -60,13 +60,7 @@ public static Move FindBestMove(SearchContext context) public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) { return depth < context.MaxDepth && - expectedExecutionTime <= context.MaxTime && - !IsScoreCheckmate(context.Statistics.Score); - } - - public static bool IsScoreCheckmate(int score) - { - return GetMovesToCheckmate(score) == 0; + expectedExecutionTime <= context.MaxTime; } public static bool IsScoreNearCheckmate(int score) @@ -78,7 +72,7 @@ public static bool IsScoreNearCheckmate(int score) public static int GetMovesToCheckmate(int score) { - return Math.Abs(Math.Abs(score) - EvaluationConstants.Checkmate) / 2 - 1; + return Math.Abs(Math.Abs(score) - EvaluationConstants.Checkmate) / 2; } private static int GetPrincipalVariation(BoardState board, Move[] moves, int movesCount) From 7a5370316b75e0e89cf4c608fffc5139e4a840c7 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 26 Sep 2020 20:39:46 +0200 Subject: [PATCH 043/160] Skip invalid moves with checkmate score --- Cosette/Engine/Ai/Search/NegaMax.cs | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 1d674c6..6b813b9 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -207,6 +207,13 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } + // Don't add invalid move (done after checkmate) to prevent strange behaviors + if (alpha == -(-EvaluationConstants.Checkmate + ply + 1)) + { + return alpha; + } + + // Set alpha to zero if the stalemate has been detected if (alpha == -EvaluationConstants.Checkmate + ply + 2) { if (!context.BoardState.IsKingChecked(context.BoardState.ColorToMove)) From 572973f2c8f5e48c93a065ed080996aa491510f2 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 27 Sep 2020 13:36:37 +0200 Subject: [PATCH 044/160] Fix PV node detection --- CHANGELOG.md | 1 + Cosette/Engine/Ai/Search/IterativeDeepening.cs | 2 +- Cosette/Engine/Ai/Search/NegaMax.cs | 11 ++++++----- 3 files changed, 8 insertions(+), 6 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index a79467a..d70b5d0 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,6 +1,7 @@ # Version 2.0 (Darkness), --.--.---- - Improve transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) - Add fifty-move rule detection + - Fix PV node detection Estimated strength: ???? ELO diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index bf768b4..30e3cfe 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -31,7 +31,7 @@ public static Move FindBestMove(SearchContext context) context.Statistics.Board = context.BoardState; context.Statistics.Depth = depth; - context.Statistics.Score = NegaMax.FindBestMove(context, depth, 0, alpha, beta, true, true); + context.Statistics.Score = NegaMax.FindBestMove(context, depth, 0, alpha, beta, true); context.Statistics.SearchTime = (ulong)stopwatch.ElapsedMilliseconds; context.Statistics.PrincipalVariationMovesCount = GetPrincipalVariation(context.BoardState, context.Statistics.PrincipalVariation, 0); bestMove = context.Statistics.PrincipalVariation[0]; diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 6b813b9..85fd849 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -10,7 +10,7 @@ namespace Cosette.Engine.Ai.Search { public static class NegaMax { - public static int FindBestMove(SearchContext context, int depth, int ply, int alpha, int beta, bool allowNullMove, bool pvNode) + public static int FindBestMove(SearchContext context, int depth, int ply, int alpha, int beta, bool allowNullMove) { if (context.Statistics.Nodes >= context.MaxNodesCount) { @@ -57,6 +57,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var originalAlpha = alpha; var bestMove = Move.Empty; + var pvNode = beta - alpha > 1; var entry = TranspositionTable.Get(context.BoardState.Hash); if (entry.IsKeyValid(context.BoardState.Hash)) @@ -124,7 +125,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode)) { context.BoardState.MakeNullMove(); - var score = -FindBestMove(context, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false, pvNode); + var score = -FindBestMove(context, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false); context.BoardState.UndoNullMove(); if (score >= beta) @@ -158,7 +159,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var score = 0; if (pvs) { - score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove, true); + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); pvs = false; } else @@ -169,10 +170,10 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al reducedDepth = LMRGetReducedDepth(depth, pvNode); } - score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove, false); + score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); if (score > alpha) { - score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove, false); + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); } } From 42589bd20256384aa4e08426a8782996cb766e1f Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 27 Sep 2020 15:36:35 +0200 Subject: [PATCH 045/160] Fix probing of PV moves and hash moves --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 4 ++-- Cosette/Engine/Ai/Search/NegaMax.cs | 7 +++++-- 2 files changed, 7 insertions(+), 4 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index ad61ef2..84dc275 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -8,11 +8,11 @@ namespace Cosette.Engine.Ai.Ordering { public static class MoveOrdering { - public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, int depth, TranspositionTableEntry entry) + public static void AssignValues(BoardState board, Span moves, Span moveValues, int movesCount, int depth, Move hashOrPvMove) { for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { - if (entry.BestMove == moves[moveIndex]) + if (hashOrPvMove == moves[moveIndex]) { moveValues[moveIndex] = MoveOrderingConstants.HashMove; } diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 85fd849..4970c84 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -65,6 +65,10 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al #if DEBUG context.Statistics.TTHits++; #endif + if (entry.Flags != TranspositionTableEntryFlags.AlphaScore) + { + bestMove = entry.BestMove; + } if (entry.Depth >= depth) { @@ -96,7 +100,6 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (entry.Score > alpha) { alpha = entry.Score; - bestMove = entry.BestMove; } break; @@ -139,7 +142,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; var movesCount = context.BoardState.GetAvailableMoves(moves); - MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, entry); + MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); var pvs = true; for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) From 91c1b3025e72f05f280aea54ef76b36cecb0f687 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 27 Sep 2020 15:55:02 +0200 Subject: [PATCH 046/160] Fix bounds in quiescence search --- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 14e06a6..2388aea 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -27,7 +27,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (standPat >= beta) { context.Statistics.QLeafs++; - return beta; + return standPat; } if (alpha < standPat) @@ -49,7 +49,12 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha); context.BoardState.UndoMove(moves[moveIndex]); - if (score >= beta) + if (score > alpha) + { + alpha = score; + } + + if (alpha >= beta) { #if DEBUG if (moveIndex == 0) @@ -63,12 +68,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al #endif context.Statistics.QBetaCutoffs++; - return beta; - } - - if (score > alpha) - { - alpha = score; + break; } } From 73d6150766d315f435fcf3dbce0cddec15c6f330 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 27 Sep 2020 16:15:42 +0200 Subject: [PATCH 047/160] Optimize beta cutoff detection --- Cosette/Engine/Ai/Search/NegaMax.cs | 37 ++++++++++---------- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 26 +++++++------- 2 files changed, 32 insertions(+), 31 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 4970c84..3ddbfb3 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -180,34 +180,35 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } + context.BoardState.UndoMove(moves[moveIndex]); + if (score > alpha) { alpha = score; bestMove = moves[moveIndex]; - } - context.BoardState.UndoMove(moves[moveIndex]); - if (alpha >= beta) - { - if (moves[moveIndex].IsQuiet()) + if (alpha >= beta) { - KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); - HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); - } + if (moves[moveIndex].IsQuiet()) + { + KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); + HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); + } #if DEBUG - if (moveIndex == 0) - { - context.Statistics.BetaCutoffsAtFirstMove++; - } - else - { - context.Statistics.BetaCutoffsNotAtFirstMove++; - } + if (moveIndex == 0) + { + context.Statistics.BetaCutoffsAtFirstMove++; + } + else + { + context.Statistics.BetaCutoffsNotAtFirstMove++; + } #endif - context.Statistics.BetaCutoffs++; - break; + context.Statistics.BetaCutoffs++; + break; + } } } diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 2388aea..3493443 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -52,23 +52,23 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (score > alpha) { alpha = score; - } - if (alpha >= beta) - { -#if DEBUG - if (moveIndex == 0) - { - context.Statistics.QBetaCutoffsAtFirstMove++; - } - else + if (alpha >= beta) { - context.Statistics.QBetaCutoffsNotAtFirstMove++; - } +#if DEBUG + if (moveIndex == 0) + { + context.Statistics.QBetaCutoffsAtFirstMove++; + } + else + { + context.Statistics.QBetaCutoffsNotAtFirstMove++; + } #endif - context.Statistics.QBetaCutoffs++; - break; + context.Statistics.QBetaCutoffs++; + break; + } } } From f10338d0d3cf8ddcde02d8ce432c5ed05f116564 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 27 Sep 2020 16:34:22 +0200 Subject: [PATCH 048/160] Add score for en passant in move ordering --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 8 ++++++-- Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs | 1 + 2 files changed, 7 insertions(+), 2 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 84dc275..e83cb18 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -44,6 +44,10 @@ public static void AssignValues(BoardState board, Span moves, Span moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } + else if ((moves[moveIndex].Flags & MoveFlags.EnPassant) != 0) + { + moveValues[moveIndex] = MoveOrderingConstants.EnPassant; + } else if ((int)moves[moveIndex].Flags >= 16) { moveValues[moveIndex] = MoveOrderingConstants.Promotion; @@ -58,7 +62,7 @@ public static void AssignQValues(BoardState board, Span moves, Span { if ((moves[moveIndex].Flags & MoveFlags.EnPassant) != 0) { - moveValues[moveIndex] = MoveOrderingConstants.Capture; + moveValues[moveIndex] = MoveOrderingConstants.EnPassant; } else { @@ -69,7 +73,7 @@ public static void AssignQValues(BoardState board, Span moves, Span var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[moveIndex].To); var seeEvaluation = StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attackers, defenders); - moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); + moveValues[moveIndex] = seeEvaluation; } } } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs index 7de6109..5d3aef8 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs @@ -5,6 +5,7 @@ public static class MoveOrderingConstants public const int HashMove = 10000; public const int Promotion = 5000; public const int Capture = 100; + public const int EnPassant = 100; public const int KillerMove = 80; public const int PawnNearPromotion = 50; From c45751d6af9fd295fda7d8e3d75eaa435e45228f Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 27 Sep 2020 17:35:35 +0200 Subject: [PATCH 049/160] Don't generate moves before checking the hash move --- Cosette/Engine/Ai/Search/NegaMax.cs | 23 +++++++++++++++++++++-- 1 file changed, 21 insertions(+), 2 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 3ddbfb3..56c6174 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -140,9 +140,20 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; Span moveValues = stackalloc short[SearchConstants.MaxMovesCount]; + var movesCount = 0; + var movesGenerated = false; - var movesCount = context.BoardState.GetAvailableMoves(moves); - MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); + if (bestMove == Move.Empty) + { + movesCount = context.BoardState.GetAvailableMoves(moves); + MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); + movesGenerated = true; + } + else + { + moves[0] = bestMove; + movesCount = 1; + } var pvs = true; for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) @@ -210,6 +221,14 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al break; } } + + if (!movesGenerated) + { + movesCount = context.BoardState.GetAvailableMoves(moves); + MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); + MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, 0); + movesGenerated = true; + } } // Don't add invalid move (done after checkmate) to prevent strange behaviors From c4266421c45a6580167310720e1a5d587172ec88 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 12:26:23 +0200 Subject: [PATCH 050/160] Fix passing pawns detection --- .../Score/Evaluators/PawnStructureEvaluator.cs | 17 +++++++++-------- 1 file changed, 9 insertions(+), 8 deletions(-) diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 44b1af6..578d935 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -63,24 +63,25 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa for (var file = 0; file < 8; file++) { - var pawnsOnInnerMask = board.Pieces[color][Piece.Pawn] & _innerFileMasks[file]; - var pawnsOnOuterMask = board.Pieces[color][Piece.Pawn] & _outerFileMasks[file]; + var friendlyPawnsOnInnerMask = board.Pieces[color][Piece.Pawn] & _innerFileMasks[file]; + var friendlyPawnsOnOuterMask = board.Pieces[color][Piece.Pawn] & _outerFileMasks[file]; var enemyPawnsOnInnerMask = board.Pieces[enemyColor][Piece.Pawn] & _innerFileMasks[file]; + var enemyPawnsOnOuterMask = board.Pieces[enemyColor][Piece.Pawn] & _outerFileMasks[file]; - var pawnsCount = (int)BitOperations.Count(pawnsOnInnerMask); + var pawnsCount = BitOperations.Count(friendlyPawnsOnInnerMask); if (pawnsCount > 1) { - doubledPawns += pawnsCount - 1; + doubledPawns += (int)(pawnsCount - 1); } - if (pawnsOnInnerMask != 0) + if (friendlyPawnsOnInnerMask != 0) { - if (pawnsOnOuterMask == 0) + if (friendlyPawnsOnOuterMask == 0) { - isolatedPawns += (int)BitOperations.Count(pawnsOnInnerMask); + isolatedPawns += (int)BitOperations.Count(pawnsCount); } - if (enemyPawnsOnInnerMask == 0) + if (enemyPawnsOnInnerMask == 0 && enemyPawnsOnOuterMask == 0) { passingPawns++; } From b1e3b283360d3f2473efa5227be496cb947b498e Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 13:13:53 +0200 Subject: [PATCH 051/160] Add evaluation of rooks (doubled and open line) --- Cosette/Engine/Ai/Score/Evaluation.cs | 1 + .../Engine/Ai/Score/EvaluationConstants.cs | 2 + .../Ai/Score/Evaluators/PiecesEvaluator.cs | 54 +++++++++++++++++++ .../Ai/Score/PieceSquareTables/PawnTables.cs | 4 +- Cosette/Uci/UciClient.cs | 8 ++- 5 files changed, 65 insertions(+), 4 deletions(-) create mode 100644 Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index f11037b..0e8a40d 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -17,6 +17,7 @@ public static int Evaluate(BoardState board, int color) result += PawnStructureEvaluator.Evaluate(board, openingPhase, endingPhase); result += MobilityEvaluator.Evaluate(board, openingPhase, endingPhase); result += KingSafetyEvaluator.Evaluate(board, openingPhase, endingPhase); + result += PiecesEvaluator.Evaluate(board, openingPhase, endingPhase); return color == Color.White ? result : -result; } diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index c65ff4d..ee158f6 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -15,6 +15,8 @@ public static class EvaluationConstants public static int[] PassingPawns = { 10, 50 }; public static int[] Mobility = { 4, 1 }; public static int[] KingInDanger = { -20, -5 }; + public static int[] DoubledRooks = { 20, 5 }; + public static int[] RookOnOpenFile = { 20, 0 }; public const int OpeningEndgameEdge = 20500; } diff --git a/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs new file mode 100644 index 0000000..9b0eeb3 --- /dev/null +++ b/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs @@ -0,0 +1,54 @@ +using Cosette.Engine.Board; +using Cosette.Engine.Common; +using Cosette.Engine.Moves.Patterns; + +namespace Cosette.Engine.Ai.Score.Evaluators +{ + public static class PiecesEvaluator + { + public static int Evaluate(BoardState board, float openingPhase, float endingPhase) + { + return Evaluate(board, Color.White, openingPhase, endingPhase) - + Evaluate(board, Color.Black, openingPhase, endingPhase); + } + + public static int Evaluate(BoardState board, int color, float openingPhase, float endingPhase) + { + var doubledRooks = 0; + var rooksOnOpenFile = 0; + var enemyColor = ColorOperations.Invert(color); + + var pieces = board.Pieces[color][Piece.Rook]; + while (pieces != 0) + { + var lsb = BitOperations.GetLsb(pieces); + var field = BitOperations.BitScan(lsb); + pieces = BitOperations.PopLsb(pieces); + + var file = FilePatternGenerator.GetPattern(field) | lsb; + var rooksOnFile = file & board.Pieces[color][Piece.Rook]; + var friendlyPawnsOnFile = file & board.Pieces[color][Piece.Pawn]; + var enemyPawnsOnFile = file & board.Pieces[enemyColor][Piece.Pawn]; + + if (BitOperations.Count(rooksOnFile) > 1) + { + // We don't assume that there will be more than two rooks - even if, then this color is probably anyway winning + doubledRooks = 1; + } + + if (friendlyPawnsOnFile == 0 && enemyPawnsOnFile == 0) + { + rooksOnOpenFile++; + } + } + + var doubledRooksScore = doubledRooks * EvaluationConstants.DoubledRooks[GamePhase.Opening] * openingPhase + + doubledRooks * EvaluationConstants.DoubledRooks[GamePhase.Ending] * endingPhase; + + var rooksOnOpenFileScore = rooksOnOpenFile * EvaluationConstants.RookOnOpenFile[GamePhase.Opening] * openingPhase + + rooksOnOpenFile * EvaluationConstants.RookOnOpenFile[GamePhase.Ending] * endingPhase; + + return (int)(doubledRooksScore + rooksOnOpenFileScore); + } + } +} \ No newline at end of file diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs index 66ebe42..95e5704 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/PawnTables.cs @@ -12,8 +12,8 @@ public static class PawnTables 10, 10, 10, 10, 10, 10, 10, 10, 5, 5, 5, 5, 5, 5, 5, 5, -15, -15, -15, 10, 10, -15, -15, -15, - 10, -5, -10, 5, 5, -10, -5, 10, - 10, 0, 0, -10, -10, 10, 10, 10, + 10, 10, -10, 5, 5, -10, 10, 5, + 10, 10, 10, -10, -10, 10, 10, 10, 0, 0, 0, 0, 0, 0, 0, 0 }, // Ending diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index cb2321e..9e96c32 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -5,6 +5,7 @@ using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; +using Cosette.Engine.Common; using Cosette.Engine.Moves; using Cosette.Interactive; using Cosette.Logs; @@ -125,11 +126,14 @@ private void OnSearchUpdate(object sender, SearchStatistics stats) var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var mobility = MobilityEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var kingSafety = KingSafetyEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); - var total = materialEvaluation + castlingEvaluation + positionEvaluation + pawnStructureEvaluation + mobility + kingSafety; + var pieces = PiecesEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); + + var total = materialEvaluation + castlingEvaluation + positionEvaluation + pawnStructureEvaluation + + mobility + kingSafety + pieces; Send($"info string evaluation {total} phase {openingPhase:F} material {materialEvaluation} castling {castlingEvaluation} " + $"position {positionEvaluation} pawns {pawnStructureEvaluation} mobility {mobility} ksafety {kingSafety} " + - $"irrmoves {stats.Board.IrreversibleMovesCount}"); + $"pieces {pieces} irrmoves {stats.Board.IrreversibleMovesCount}"); } } From 8619f8a182cfbc9cf4d3924443af6b539ee5316a Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 13:20:30 +0200 Subject: [PATCH 052/160] Add evaluation of bishop pair --- .../Engine/Ai/Score/EvaluationConstants.cs | 1 + .../Ai/Score/Evaluators/PiecesEvaluator.cs | 20 ++++++++++++++----- 2 files changed, 16 insertions(+), 5 deletions(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index ee158f6..5e59f53 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -17,6 +17,7 @@ public static class EvaluationConstants public static int[] KingInDanger = { -20, -5 }; public static int[] DoubledRooks = { 20, 5 }; public static int[] RookOnOpenFile = { 20, 0 }; + public static int[] PairOfBishops = { 30, 20 }; public const int OpeningEndgameEdge = 20500; } diff --git a/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs index 9b0eeb3..e2d1620 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PiecesEvaluator.cs @@ -16,14 +16,15 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa { var doubledRooks = 0; var rooksOnOpenFile = 0; + var pairOfBishops = 0; var enemyColor = ColorOperations.Invert(color); - var pieces = board.Pieces[color][Piece.Rook]; - while (pieces != 0) + var rooks = board.Pieces[color][Piece.Rook]; + while (rooks != 0) { - var lsb = BitOperations.GetLsb(pieces); + var lsb = BitOperations.GetLsb(rooks); var field = BitOperations.BitScan(lsb); - pieces = BitOperations.PopLsb(pieces); + rooks = BitOperations.PopLsb(rooks); var file = FilePatternGenerator.GetPattern(field) | lsb; var rooksOnFile = file & board.Pieces[color][Piece.Rook]; @@ -42,13 +43,22 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa } } + var bishops = board.Pieces[color][Piece.Bishop]; + if (BitOperations.Count(bishops) > 1) + { + pairOfBishops = 1; + } + var doubledRooksScore = doubledRooks * EvaluationConstants.DoubledRooks[GamePhase.Opening] * openingPhase + doubledRooks * EvaluationConstants.DoubledRooks[GamePhase.Ending] * endingPhase; var rooksOnOpenFileScore = rooksOnOpenFile * EvaluationConstants.RookOnOpenFile[GamePhase.Opening] * openingPhase + rooksOnOpenFile * EvaluationConstants.RookOnOpenFile[GamePhase.Ending] * endingPhase; - return (int)(doubledRooksScore + rooksOnOpenFileScore); + var pairOfBishopsScore = pairOfBishops * EvaluationConstants.PairOfBishops[GamePhase.Opening] * openingPhase + + pairOfBishops * EvaluationConstants.PairOfBishops[GamePhase.Ending] * endingPhase; + + return (int)(doubledRooksScore + rooksOnOpenFileScore + pairOfBishopsScore); } } } \ No newline at end of file From 6eec3e9bbe2731e89230398e146466a66687a159 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 15:32:26 +0200 Subject: [PATCH 053/160] Add evaluation of pawn shield --- .../Engine/Ai/Score/EvaluationConstants.cs | 1 + .../Score/Evaluators/KingSafetyEvaluator.cs | 21 ++++++++++++++----- .../Ai/Score/PieceSquareTables/KingTables.cs | 2 +- README.md | 3 +++ 4 files changed, 21 insertions(+), 6 deletions(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index 5e59f53..56d2599 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -15,6 +15,7 @@ public static class EvaluationConstants public static int[] PassingPawns = { 10, 50 }; public static int[] Mobility = { 4, 1 }; public static int[] KingInDanger = { -20, -5 }; + public static int[] PawnShield = { 20, 0 }; public static int[] DoubledRooks = { 20, 5 }; public static int[] RookOnOpenFile = { 20, 0 }; public static int[] PairOfBishops = { 30, 20 }; diff --git a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs index 7d02fea..df4f602 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/KingSafetyEvaluator.cs @@ -19,11 +19,14 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa var fieldsAroundKing = BoxPatternGenerator.GetPattern(kingField); var attackersCount = 0; - while (fieldsAroundKing != 0) + var pawnShield = 0; + + var attackedFieldsToCheck = fieldsAroundKing; + while (attackedFieldsToCheck != 0) { - var lsb = BitOperations.GetLsb(fieldsAroundKing); + var lsb = BitOperations.GetLsb(attackedFieldsToCheck); var field = BitOperations.BitScan(lsb); - fieldsAroundKing = BitOperations.PopLsb(fieldsAroundKing); + attackedFieldsToCheck = BitOperations.PopLsb(attackedFieldsToCheck); var attackingPieces = board.IsFieldAttacked(color, (byte)field); if (attackingPieces) @@ -32,8 +35,16 @@ public static int Evaluate(BoardState board, int color, float openingPhase, floa } } - return (int)(attackersCount * EvaluationConstants.KingInDanger[GamePhase.Opening] * openingPhase + - attackersCount * EvaluationConstants.KingInDanger[GamePhase.Ending] * endingPhase); + var pawnsNearKing = fieldsAroundKing & board.Pieces[color][Piece.Pawn]; + pawnShield = (int)BitOperations.Count(pawnsNearKing); + + var attackersCountScore = attackersCount * EvaluationConstants.KingInDanger[GamePhase.Opening] * openingPhase + + attackersCount * EvaluationConstants.KingInDanger[GamePhase.Ending] * endingPhase; + + var pawnShieldScore = pawnShield * EvaluationConstants.PawnShield[GamePhase.Opening] * openingPhase + + pawnShield * EvaluationConstants.PawnShield[GamePhase.Ending] * endingPhase; + + return (int)(attackersCountScore + pawnShieldScore); } } } diff --git a/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs b/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs index 03b1849..9861616 100644 --- a/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs +++ b/Cosette/Engine/Ai/Score/PieceSquareTables/KingTables.cs @@ -13,7 +13,7 @@ public static class KingTables -30, -40, -40, -50, -50, -40, -40, -30, -20, -30, -30, -40, -40, -30, -30, -20, -10, -20, -20, -20, -20, -20, -20, -10, - -5, -5, -10, -5, -5, -5, -10, -5, + -5, -5, -20, -5, -5, -5, -20, -5, 0, 5, 20, -10, 0, -10, 20, 0 }, // Ending diff --git a/README.md b/README.md index 97c4733..7ca57de 100644 --- a/README.md +++ b/README.md @@ -26,6 +26,9 @@ Cosette has an official account on [lichess.org](https://lichess.org/) platform, - mobility - king safety - pawn structure (cached in pawn hash table) + - doubled rooks + - rooks on open files + - bishop pair **Search:** - negamax From d5095fc51dcf538a8b0029305f7d9d63d0204a37 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 19:47:08 +0200 Subject: [PATCH 054/160] Add board to FEN converter --- Cosette.Tests/FenTests.cs | 23 +++ Cosette.Tests/SimplePerftTests.cs | 4 +- Cosette.Tests/VerificationPerftTests.cs | 4 +- Cosette/Engine/Board/BoardState.cs | 19 ++- Cosette/Engine/Fen/BoardToFen.cs | 155 ++++++++++++++++++ .../Fen/{FenParser.cs => FenToBoard.cs} | 5 +- .../Interactive/Commands/BenchmarkCommand.cs | 4 +- Cosette/Interactive/Commands/VerifyCommand.cs | 4 +- Cosette/Program.cs | 10 ++ Cosette/Uci/Commands/PositionCommand.cs | 2 +- 10 files changed, 217 insertions(+), 13 deletions(-) create mode 100644 Cosette.Tests/FenTests.cs create mode 100644 Cosette/Engine/Fen/BoardToFen.cs rename Cosette/Engine/Fen/{FenParser.cs => FenToBoard.cs} (97%) diff --git a/Cosette.Tests/FenTests.cs b/Cosette.Tests/FenTests.cs new file mode 100644 index 0000000..ca523f2 --- /dev/null +++ b/Cosette.Tests/FenTests.cs @@ -0,0 +1,23 @@ +using Cosette.Engine.Board; +using Cosette.Engine.Fen; +using Cosette.Engine.Moves.Magic; +using Cosette.Engine.Perft; +using Xunit; + +namespace Cosette.Tests +{ + public class FenTests + { + [Theory] + [InlineData("5r2/2P4p/P5Pp/1b6/P1r1N2N/1pp4K/P7/5k2 w - - 0 10")] + [InlineData("3K2N1/k7/p1p3qB/3p1R1Q/6P1/1pP4r/P6r/8 w KQ - 20 25")] + [InlineData("1b6/1kB5/4p3/KB1p1P2/2Pp1NNP/5p2/1p1P4/8 w kq - 40 40")] + [InlineData("4kb1K/4P3/Rp5p/2P5/8/rr1p1N2/P5P1/2q3n1 w Kk e3 70 1")] + [InlineData("r5R1/8/2Bp3p/2kq4/2N1p3/2KPP3/2pRP1P1/8 w - h3 0 1")] + public void DividedPerft_DefaultBoard(string fen) + { + var boardFromFen = FenToBoard.Parse(fen); + Assert.Equal(fen, boardFromFen.ToString()); + } + } +} \ No newline at end of file diff --git a/Cosette.Tests/SimplePerftTests.cs b/Cosette.Tests/SimplePerftTests.cs index af1a055..957b3c5 100644 --- a/Cosette.Tests/SimplePerftTests.cs +++ b/Cosette.Tests/SimplePerftTests.cs @@ -40,7 +40,7 @@ public void SimplePerft_DefaultBoard(int depth, ulong expectedLeafsCount) [InlineData(5, 120955130)] public void SimplePerft_MidGameBoard(int depth, ulong expectedLeafsCount) { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); + var boardState = FenToBoard.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); var result = SimplePerft.Run(boardState, depth); Assert.Equal(expectedLeafsCount, result.LeafsCount); @@ -56,7 +56,7 @@ public void SimplePerft_MidGameBoard(int depth, ulong expectedLeafsCount) [InlineData(6, 108146453)] public void SimplePerft_EndGameBoard(int depth, ulong expectedLeafsCount) { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); + var boardState = FenToBoard.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); var result = SimplePerft.Run(boardState, depth); Assert.Equal(expectedLeafsCount, result.LeafsCount); diff --git a/Cosette.Tests/VerificationPerftTests.cs b/Cosette.Tests/VerificationPerftTests.cs index 873d600..77963d4 100644 --- a/Cosette.Tests/VerificationPerftTests.cs +++ b/Cosette.Tests/VerificationPerftTests.cs @@ -26,7 +26,7 @@ public void VerificationPerft_DefaultBoard() [Fact] public void VerificationPerft_MidGameBoard() { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); + var boardState = FenToBoard.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); var result = VerificationPerft.Run(boardState, 5); Assert.True(result.VerificationSuccess); @@ -35,7 +35,7 @@ public void VerificationPerft_MidGameBoard() [Fact] public void VerificationPerft_EndGameBoard() { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); + var boardState = FenToBoard.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); var result = VerificationPerft.Run(boardState, 6); Assert.True(result.VerificationSuccess); diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 2f074be..cb9a49e 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -3,6 +3,7 @@ using Cosette.Engine.Ai.Score.PieceSquareTables; using Cosette.Engine.Board.Operators; using Cosette.Engine.Common; +using Cosette.Engine.Fen; using Cosette.Engine.Moves; namespace Cosette.Engine.Board @@ -638,6 +639,17 @@ public void MovePiece(int color, int piece, int from, int to) } public int GetPiece(int color, int from) + { + var result = TryGetPiece(color, from); + if (result == -1) + { + throw new InvalidOperationException(); + } + + return result; + } + + public int TryGetPiece(int color, int from) { var field = 1ul << from; @@ -649,7 +661,7 @@ public int GetPiece(int color, int from) } } - throw new InvalidOperationException(); + return -1; } public void AddPiece(int color, int piece, int fieldIndex) @@ -755,6 +767,11 @@ public bool IsFiftyMoveRuleDraw() return false; } + public override string ToString() + { + return BoardToFen.Parse(this); + } + private int GetPromotionPiece(MoveFlags flags) { if ((flags & MoveFlags.QueenPromotion) != 0) diff --git a/Cosette/Engine/Fen/BoardToFen.cs b/Cosette/Engine/Fen/BoardToFen.cs new file mode 100644 index 0000000..c031385 --- /dev/null +++ b/Cosette/Engine/Fen/BoardToFen.cs @@ -0,0 +1,155 @@ +using System; +using System.Net; +using System.Text; +using Cosette.Engine.Ai.Search; +using Cosette.Engine.Board; +using Cosette.Engine.Common; + +namespace Cosette.Engine.Fen +{ + public static class BoardToFen + { + public static string Parse(BoardState board) + { + return string.Join(' ', + ParseBoardState(board), + ParseColor(board), + ParseCastling(board), + ParseEnPassant(board), + ParseHalfmoveClock(board), + ParseFullmoveNumber(board) + ); + } + + private static string ParseBoardState(BoardState board) + { + var resultBuilder = new StringBuilder(); + var rankBuilder = new StringBuilder(); + + for (var rank = 7; rank >= 0; rank--) + { + var emptyFields = 0; + + for (var file = 7; file >= 0; file--) + { + var fieldIndex = rank * 8 + file; + + var possibleWhitePiece = board.TryGetPiece(Color.White, fieldIndex); + var possibleBlackPiece = board.TryGetPiece(Color.Black, fieldIndex); + var color = possibleWhitePiece != -1 ? Color.White : Color.Black; + + var piece = + possibleWhitePiece != -1 ? possibleWhitePiece : + possibleBlackPiece != -1 ? possibleBlackPiece : + -1; + + if (piece != -1) + { + if (emptyFields != 0) + { + rankBuilder.Append(emptyFields); + emptyFields = 0; + } + + rankBuilder.Append(ConvertToPiece(piece, color)); + } + else + { + emptyFields++; + } + } + + if (emptyFields != 0) + { + rankBuilder.Append(emptyFields); + } + + resultBuilder.Append(rankBuilder.ToString()); + rankBuilder.Clear(); + + if (rank > 0) + { + resultBuilder.Append('/'); + } + } + + return resultBuilder.ToString(); + } + + private static string ParseColor(BoardState board) + { + return board.ColorToMove == Color.White ? "w" : "b"; + } + + private static string ParseCastling(BoardState board) + { + var resultBuilder = new StringBuilder(); + + if ((board.Castling & Castling.WhiteShort) != 0) + { + resultBuilder.Append('K'); + } + + if ((board.Castling & Castling.WhiteLong) != 0) + { + resultBuilder.Append('Q'); + } + + if ((board.Castling & Castling.BlackShort) != 0) + { + resultBuilder.Append('k'); + } + + if ((board.Castling & Castling.BlackLong) != 0) + { + resultBuilder.Append('q'); + } + + if (resultBuilder.Length == 0) + { + resultBuilder.Append('-'); + } + + return resultBuilder.ToString(); + } + + private static string ParseEnPassant(BoardState board) + { + if (board.EnPassant == 0) + { + return "-"; + } + + var enPassantField = BitOperations.BitScan(board.EnPassant); + var enPassantPosition = Position.FromFieldIndex(enPassantField); + + return enPassantPosition.ToString(); + } + + private static string ParseHalfmoveClock(BoardState board) + { + return board.IrreversibleMovesCount.ToString(); + } + + private static string ParseFullmoveNumber(BoardState board) + { + return board.MovesCount.ToString(); + } + + private static char ConvertToPiece(int piece, int color) + { + var result = piece switch + { + Piece.Pawn => 'P', + Piece.Rook => 'R', + Piece.Knight => 'N', + Piece.Bishop => 'B', + Piece.Queen => 'Q', + Piece.King => 'K', + _ => throw new InvalidOperationException() + }; + + return color == Color.Black ? char.ToLower(result) : result; + } + } +} diff --git a/Cosette/Engine/Fen/FenParser.cs b/Cosette/Engine/Fen/FenToBoard.cs similarity index 97% rename from Cosette/Engine/Fen/FenParser.cs rename to Cosette/Engine/Fen/FenToBoard.cs index 02e746d..d3414fe 100644 --- a/Cosette/Engine/Fen/FenParser.cs +++ b/Cosette/Engine/Fen/FenToBoard.cs @@ -4,7 +4,7 @@ namespace Cosette.Engine.Fen { - public static class FenParser + public static class FenToBoard { public static BoardState Parse(string fen) { @@ -33,7 +33,7 @@ public static BoardState Parse(string fen) result.MovesCount = movesCount; result.IrreversibleMovesCount = halfmoveClock; - result.ColorToMove = colorState == "w" ? Color.White : Color.Black; + result.ColorToMove = currentColor; result.Hash = ZobristHashing.CalculateHash(result); result.PawnHash = ZobristHashing.CalculatePawnHash(result); @@ -61,7 +61,6 @@ private static void ParseBoardState(string boardState, BoardState result) { position += new Position(c - '0', 0); } - } position = new Position(0, position.Y - 1); diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 5203bcf..fd70bc8 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -42,13 +42,13 @@ private void TestOpening() private void TestMidGame() { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); + var boardState = FenToBoard.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); Test(boardState, "Midgame", 12); } private void TestEndGame() { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); + var boardState = FenToBoard.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); Test(boardState, "Endgame", 17); } diff --git a/Cosette/Interactive/Commands/VerifyCommand.cs b/Cosette/Interactive/Commands/VerifyCommand.cs index 9571d17..745b5df 100644 --- a/Cosette/Interactive/Commands/VerifyCommand.cs +++ b/Cosette/Interactive/Commands/VerifyCommand.cs @@ -32,13 +32,13 @@ private void TestOpening() private void TestMidGame() { - var boardState = FenParser.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); + var boardState = FenToBoard.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); Test(boardState, "Midgame", 5); } private void TestEndGame() { - var boardState = FenParser.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); + var boardState = FenToBoard.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - - 0 1"); Test(boardState, "Endgame", 6); } diff --git a/Cosette/Program.cs b/Cosette/Program.cs index 7ef8ea2..2d6db3b 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -1,5 +1,7 @@ using Cosette.Engine.Ai.Search; using Cosette.Engine.Ai.Transposition; +using Cosette.Engine.Board; +using Cosette.Engine.Fen; using Cosette.Engine.Moves.Magic; using Cosette.Interactive; @@ -9,6 +11,14 @@ public class Program { private static void Main() { + var test1 = FenToBoard.Parse("rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1"); + var test2 = FenToBoard.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); + var test3 = FenToBoard.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - e4 0 1"); + + var test1Result = BoardToFen.Parse(test1); + var test2Result = BoardToFen.Parse(test2); + var test3Result = BoardToFen.Parse(test3); + TranspositionTable.Init(SearchConstants.DefaultHashTableSize); PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); MagicBitboards.InitWithInternalKeys(); diff --git a/Cosette/Uci/Commands/PositionCommand.cs b/Cosette/Uci/Commands/PositionCommand.cs index 63ac88d..887cb9f 100644 --- a/Cosette/Uci/Commands/PositionCommand.cs +++ b/Cosette/Uci/Commands/PositionCommand.cs @@ -48,7 +48,7 @@ private void ParseStartPos(List moves) private void ParseFen(string fen, List moves) { - _uciClient.BoardState = FenParser.Parse(fen); + _uciClient.BoardState = FenToBoard.Parse(fen); ParseMoves(moves); } From d48f7d17318d24ac4b3e328ef613f38d74f69689 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 20:22:53 +0200 Subject: [PATCH 055/160] Remove debug code --- Cosette/Program.cs | 8 -------- 1 file changed, 8 deletions(-) diff --git a/Cosette/Program.cs b/Cosette/Program.cs index 2d6db3b..f47ac75 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -11,14 +11,6 @@ public class Program { private static void Main() { - var test1 = FenToBoard.Parse("rnbqkbnr/pppppppp/8/8/8/8/PPPPPPPP/RNBQKBNR w KQkq - 0 1"); - var test2 = FenToBoard.Parse("r2qr1k1/p2n1p2/1pb3pp/2ppN1P1/1R1PpP2/BQP1n1PB/P4N1P/1R4K1 w - - 0 21"); - var test3 = FenToBoard.Parse("7r/8/2k3P1/1p1p2Kp/1P6/2P5/7r/Q7 w - e4 0 1"); - - var test1Result = BoardToFen.Parse(test1); - var test2Result = BoardToFen.Parse(test2); - var test3Result = BoardToFen.Parse(test3); - TranspositionTable.Init(SearchConstants.DefaultHashTableSize); PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); MagicBitboards.InitWithInternalKeys(); From fed65922b519f617f04c2f5c0cfe3f390136ac04 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 21:20:23 +0200 Subject: [PATCH 056/160] Add command to evaluate FEN --- .../Interactive/Commands/EvaluateCommand.cs | 51 +++++++++++++++++++ Cosette/Interactive/InteractiveConsole.cs | 1 + 2 files changed, 52 insertions(+) create mode 100644 Cosette/Interactive/Commands/EvaluateCommand.cs diff --git a/Cosette/Interactive/Commands/EvaluateCommand.cs b/Cosette/Interactive/Commands/EvaluateCommand.cs new file mode 100644 index 0000000..820f504 --- /dev/null +++ b/Cosette/Interactive/Commands/EvaluateCommand.cs @@ -0,0 +1,51 @@ +using System; +using Cosette.Engine.Ai.Score.Evaluators; +using Cosette.Engine.Fen; + +namespace Cosette.Interactive.Commands +{ + public class EvaluateCommand : ICommand + { + public string Description { get; } + private InteractiveConsole _interactiveConsole; + + public EvaluateCommand(InteractiveConsole interactiveConsole) + { + _interactiveConsole = interactiveConsole; + Description = "Evaluate the specified position"; + } + + public void Run(params string[] parameters) + { + var fen = string.Join(' ', parameters); + var boardState = FenToBoard.Parse(fen); + + var openingPhase = boardState.GetPhaseRatio(); + var endingPhase = 1 - openingPhase; + + var materialEvaluation = MaterialEvaluator.Evaluate(boardState); + var castlingEvaluation = CastlingEvaluator.Evaluate(boardState, openingPhase, endingPhase); + var positionEvaluation = PositionEvaluator.Evaluate(boardState, openingPhase, endingPhase); + var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(boardState, openingPhase, endingPhase); + var mobility = MobilityEvaluator.Evaluate(boardState, openingPhase, endingPhase); + var kingSafety = KingSafetyEvaluator.Evaluate(boardState, openingPhase, endingPhase); + var pieces = PiecesEvaluator.Evaluate(boardState, openingPhase, endingPhase); + + var total = materialEvaluation + castlingEvaluation + positionEvaluation + pawnStructureEvaluation + + mobility + kingSafety + pieces; + + _interactiveConsole.WriteLine($"Evaluation for board with hash {boardState.Hash} (phase {openingPhase:F}, " + + $"{boardState.IrreversibleMovesCount} irreversible moves)"); + + _interactiveConsole.WriteLine($" = Material: {materialEvaluation}"); + _interactiveConsole.WriteLine($" = Castling: {castlingEvaluation}"); + _interactiveConsole.WriteLine($" = Position: {positionEvaluation}"); + _interactiveConsole.WriteLine($" = Pawns: {pawnStructureEvaluation}"); + _interactiveConsole.WriteLine($" = Mobility: {mobility}"); + _interactiveConsole.WriteLine($" = King safety: {kingSafety}"); + _interactiveConsole.WriteLine($" = Pieces evaluation: {pieces}"); + _interactiveConsole.WriteLine(); + _interactiveConsole.WriteLine($" = Total: {total}"); + } + } +} \ No newline at end of file diff --git a/Cosette/Interactive/InteractiveConsole.cs b/Cosette/Interactive/InteractiveConsole.cs index 92c145d..8a77be2 100644 --- a/Cosette/Interactive/InteractiveConsole.cs +++ b/Cosette/Interactive/InteractiveConsole.cs @@ -30,6 +30,7 @@ public InteractiveConsole() _commands["perft"] = new SimplePerftCommand(this); _commands["benchmark"] = new BenchmarkCommand(this); _commands["verify"] = new VerifyCommand(this); + _commands["evaluate"] = new EvaluateCommand(this); _commands["uci"] = new UciCommand(this); _commands["quit"] = new QuitCommand(this); From 850a5f00e1a9730d22ce8f2fc37c259a96ccff38 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 21:26:33 +0200 Subject: [PATCH 057/160] Update doubled rooks value --- Cosette/Engine/Ai/Score/EvaluationConstants.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationConstants.cs b/Cosette/Engine/Ai/Score/EvaluationConstants.cs index 56d2599..ed70a97 100644 --- a/Cosette/Engine/Ai/Score/EvaluationConstants.cs +++ b/Cosette/Engine/Ai/Score/EvaluationConstants.cs @@ -16,7 +16,7 @@ public static class EvaluationConstants public static int[] Mobility = { 4, 1 }; public static int[] KingInDanger = { -20, -5 }; public static int[] PawnShield = { 20, 0 }; - public static int[] DoubledRooks = { 20, 5 }; + public static int[] DoubledRooks = { 40, 10 }; public static int[] RookOnOpenFile = { 20, 0 }; public static int[] PairOfBishops = { 30, 20 }; From 832aa43417ed2771796f1fe986a00c6e97cd6a60 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 21:29:38 +0200 Subject: [PATCH 058/160] Update changelog --- CHANGELOG.md | 10 +++++++--- 1 file changed, 7 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index d70b5d0..8ed8a78 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,7 +1,11 @@ # Version 2.0 (Darkness), --.--.---- - - Improve transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) - - Add fifty-move rule detection - - Fix PV node detection + - Improved transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) + - Added fifty-move rule detection + - Fixed PV node detection + - Added new evaluations functions: pawn shield, bishop pair, doubled rooks, rook on open file + - Fixed invalid detection of passing pawns + - Added "evaluate" command to get FEN position evaluation + - Added ability to postpone moves generation before PV move check Estimated strength: ???? ELO From d04a43edcc26c0a5aaeb5493bc90192393d256e0 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 28 Sep 2020 22:34:24 +0200 Subject: [PATCH 059/160] Prioritize better promotions during move ordering --- CHANGELOG.md | 1 + Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 2 +- Cosette/Engine/Board/ZobristHashing.cs | 2 +- 3 files changed, 3 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 8ed8a78..f76f1ac 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,7 @@ - Fixed invalid detection of passing pawns - Added "evaluate" command to get FEN position evaluation - Added ability to postpone moves generation before PV move check + - Improved move ordering: better promotions are now prioritized Estimated strength: ???? ELO diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index e83cb18..98ad4d9 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -50,7 +50,7 @@ public static void AssignValues(BoardState board, Span moves, Span } else if ((int)moves[moveIndex].Flags >= 16) { - moveValues[moveIndex] = MoveOrderingConstants.Promotion; + moveValues[moveIndex] = (short)(MoveOrderingConstants.Promotion + (int)moves[moveIndex].Flags); } } } diff --git a/Cosette/Engine/Board/ZobristHashing.cs b/Cosette/Engine/Board/ZobristHashing.cs index aa40e7d..70b3453 100644 --- a/Cosette/Engine/Board/ZobristHashing.cs +++ b/Cosette/Engine/Board/ZobristHashing.cs @@ -17,7 +17,7 @@ static ZobristHashing() _fieldHashes = new ulong[2][][]; _castlingHashes = new ulong[4]; _enPassantHashes = new ulong[8]; - _random = new Random(); + _random = new Random(123456789); _fieldHashes[Color.White] = new ulong[6][]; _fieldHashes[Color.Black] = new ulong[6][]; From 46ffa79b180aa5791a52ca635c4cb3ffcffbd3c7 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 29 Sep 2020 17:06:53 +0200 Subject: [PATCH 060/160] Add evaluation statistics --- Cosette/Engine/Ai/Score/Evaluation.cs | 6 +++--- .../Engine/Ai/Score/EvaluationStatistics.cs | 18 +++++++++++++++++ .../Evaluators/PawnStructureEvaluator.cs | 20 ++++++++++++++++++- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 2 +- Cosette/Engine/Ai/Search/SearchStatistics.cs | 4 ++++ .../Interactive/Commands/BenchmarkCommand.cs | 5 +++++ .../Interactive/Commands/EvaluateCommand.cs | 4 +++- Cosette/Uci/UciClient.cs | 4 +++- 8 files changed, 56 insertions(+), 7 deletions(-) create mode 100644 Cosette/Engine/Ai/Score/EvaluationStatistics.cs diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index 0e8a40d..7239c34 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -6,7 +6,7 @@ namespace Cosette.Engine.Ai.Score { public class Evaluation { - public static int Evaluate(BoardState board, int color) + public static int Evaluate(BoardState board, EvaluationStatistics statistics) { var openingPhase = board.GetPhaseRatio(); var endingPhase = 1f - openingPhase; @@ -14,12 +14,12 @@ public static int Evaluate(BoardState board, int color) var result = MaterialEvaluator.Evaluate(board); result += CastlingEvaluator.Evaluate(board, openingPhase, endingPhase); result += PositionEvaluator.Evaluate(board, openingPhase, endingPhase); - result += PawnStructureEvaluator.Evaluate(board, openingPhase, endingPhase); + result += PawnStructureEvaluator.Evaluate(board, statistics, openingPhase, endingPhase); result += MobilityEvaluator.Evaluate(board, openingPhase, endingPhase); result += KingSafetyEvaluator.Evaluate(board, openingPhase, endingPhase); result += PiecesEvaluator.Evaluate(board, openingPhase, endingPhase); - return color == Color.White ? result : -result; + return board.ColorToMove == Color.White ? result : -result; } } } diff --git a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs new file mode 100644 index 0000000..f2ed458 --- /dev/null +++ b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs @@ -0,0 +1,18 @@ +namespace Cosette.Engine.Ai.Score +{ + public class EvaluationStatistics + { + public ulong PHTEntries { get; set; } + public ulong PHTCollisions { get; set; } + public ulong PHTHits { get; set; } + public ulong PHTNonHits { get; set; } + public float PHTHitsPercent => (float)PHTHits * 100 / (PHTHits + PHTNonHits); + + public void Clear() + { + PHTEntries = 0; + PHTCollisions = 0; + PHTHits = 0; + } + } +} diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index 578d935..db29525 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -38,18 +38,36 @@ static PawnStructureEvaluator() } } - public static int Evaluate(BoardState board, float openingPhase, float endingPhase) + public static int Evaluate(BoardState board, EvaluationStatistics statistics, float openingPhase, float endingPhase) { var entry = PawnHashTable.Get(board.PawnHash); if (entry.IsKeyValid(board.PawnHash)) { +#if DEBUG + statistics.PHTHits++; +#endif return entry.Score; } +#if DEBUG + else + { + statistics.PHTNonHits++; + + if (entry.Key != 0 || entry.Score != 0) + { + statistics.PHTCollisions++; + } + } +#endif var result = Evaluate(board, Color.White, openingPhase, endingPhase) - Evaluate(board, Color.Black, openingPhase, endingPhase); PawnHashTable.Add(board.PawnHash, (short)result); + +#if DEBUG + statistics.PHTEntries++; +#endif return result; } diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 3493443..1c872e4 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -23,7 +23,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return -EvaluationConstants.Checkmate + ply; } - var standPat = Evaluation.Evaluate(context.BoardState, context.BoardState.ColorToMove); + var standPat = Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); if (standPat >= beta) { context.Statistics.QLeafs++; diff --git a/Cosette/Engine/Ai/Search/SearchStatistics.cs b/Cosette/Engine/Ai/Search/SearchStatistics.cs index 297e90f..6961c07 100644 --- a/Cosette/Engine/Ai/Search/SearchStatistics.cs +++ b/Cosette/Engine/Ai/Search/SearchStatistics.cs @@ -1,4 +1,5 @@ using System; +using Cosette.Engine.Ai.Score; using Cosette.Engine.Board; using Cosette.Engine.Moves; @@ -7,6 +8,7 @@ namespace Cosette.Engine.Ai.Search public class SearchStatistics { public BoardState Board { get; set; } + public EvaluationStatistics EvaluationStatistics { get; set; } public int Depth { get; set; } public int SelectiveDepth { get; set; } @@ -54,12 +56,14 @@ public class SearchStatistics public SearchStatistics() { + EvaluationStatistics = new EvaluationStatistics(); PrincipalVariation = new Move[SearchConstants.MaxDepth]; } public void Clear() { Board = null; + EvaluationStatistics.Clear(); Depth = 0; SelectiveDepth = 0; diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index fd70bc8..53cfe8f 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -100,6 +100,11 @@ private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics // Transposition statistics _interactiveConsole.WriteLine($" Transposition: Entries: {statistics.TTEntries}, Hits: {statistics.TTHits} ({statistics.TTHitsPercent:F} %), " + $"NonHits: {statistics.TTNonHits}, Collisions: {statistics.TTCollisions}"); + + // Pawn hash table statistics + _interactiveConsole.WriteLine($" Pawn hash table: Entries: {statistics.EvaluationStatistics.PHTEntries}, " + + $"Hits: {statistics.EvaluationStatistics.PHTHits} ({statistics.EvaluationStatistics.PHTHitsPercent:F} %), " + + $"NonHits: {statistics.EvaluationStatistics.PHTNonHits}, Collisions: {statistics.EvaluationStatistics.PHTCollisions}"); #endif diff --git a/Cosette/Interactive/Commands/EvaluateCommand.cs b/Cosette/Interactive/Commands/EvaluateCommand.cs index 820f504..38b2277 100644 --- a/Cosette/Interactive/Commands/EvaluateCommand.cs +++ b/Cosette/Interactive/Commands/EvaluateCommand.cs @@ -1,4 +1,5 @@ using System; +using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Fen; @@ -19,6 +20,7 @@ public void Run(params string[] parameters) { var fen = string.Join(' ', parameters); var boardState = FenToBoard.Parse(fen); + var evaluationStatistics = new EvaluationStatistics(); var openingPhase = boardState.GetPhaseRatio(); var endingPhase = 1 - openingPhase; @@ -26,7 +28,7 @@ public void Run(params string[] parameters) var materialEvaluation = MaterialEvaluator.Evaluate(boardState); var castlingEvaluation = CastlingEvaluator.Evaluate(boardState, openingPhase, endingPhase); var positionEvaluation = PositionEvaluator.Evaluate(boardState, openingPhase, endingPhase); - var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(boardState, openingPhase, endingPhase); + var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(boardState, evaluationStatistics, openingPhase, endingPhase); var mobility = MobilityEvaluator.Evaluate(boardState, openingPhase, endingPhase); var kingSafety = KingSafetyEvaluator.Evaluate(boardState, openingPhase, endingPhase); var pieces = PiecesEvaluator.Evaluate(boardState, openingPhase, endingPhase); diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 9e96c32..a238a2a 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -2,6 +2,7 @@ using System.Collections.Generic; using System.Linq; using System.Text; +using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Ai.Search; using Cosette.Engine.Board; @@ -117,13 +118,14 @@ private void OnSearchUpdate(object sender, SearchStatistics stats) if (_debugMode) { + var evaluationStatistics = new EvaluationStatistics(); var openingPhase = stats.Board.GetPhaseRatio(); var endingPhase = 1 - openingPhase; var materialEvaluation = MaterialEvaluator.Evaluate(stats.Board); var castlingEvaluation = CastlingEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var positionEvaluation = PositionEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); - var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); + var pawnStructureEvaluation = PawnStructureEvaluator.Evaluate(stats.Board, evaluationStatistics, openingPhase, endingPhase); var mobility = MobilityEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var kingSafety = KingSafetyEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); var pieces = PiecesEvaluator.Evaluate(stats.Board, openingPhase, endingPhase); From b79929fdd9ee3812106db32e72169aa5aa02e743 Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 29 Sep 2020 17:17:14 +0200 Subject: [PATCH 061/160] Add evaluation hash table --- Cosette/Engine/Ai/Search/SearchConstants.cs | 1 + .../Ai/Transposition/EvaluationHashTable.cs | 33 +++++++++++++++++++ .../Transposition/EvaluationHashTableEntry.cs | 22 +++++++++++++ Cosette/Program.cs | 1 + Cosette/Uci/Commands/SetOptionCommand.cs | 4 ++- Cosette/Uci/UciClient.cs | 4 ++- 6 files changed, 63 insertions(+), 2 deletions(-) create mode 100644 Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs create mode 100644 Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index f8c16f7..d7b39ae 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -9,6 +9,7 @@ public static class SearchConstants public const int DefaultHashTableSize = 8; public const int DefaultPawnHashTableSize = 8; + public const int DefaultEvaluationHashTableSize = 8; public const int NullWindowMinimalDepth = 5; public const byte NullWindowDepthReduction = 3; diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs new file mode 100644 index 0000000..df6982f --- /dev/null +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs @@ -0,0 +1,33 @@ +using System; + +namespace Cosette.Engine.Ai.Transposition +{ + public class EvaluationHashTable + { + private static EvaluationHashTableEntry[] _table; + private static ulong _size; + + public static unsafe void Init(ulong sizeMegabytes) + { + var entrySize = sizeof(EvaluationHashTableEntry); + + _size = sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; + _table = new EvaluationHashTableEntry[_size]; + } + + public static void Add(ulong hash, bool kingChecked) + { + _table[hash % _size] = new EvaluationHashTableEntry(hash, kingChecked); + } + + public static EvaluationHashTableEntry Get(ulong hash) + { + return _table[hash % _size]; + } + + public static void Clear() + { + Array.Clear(_table, 0, (int)_size); + } + } +} diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs new file mode 100644 index 0000000..ff789a8 --- /dev/null +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs @@ -0,0 +1,22 @@ +using System.Runtime.InteropServices; + +namespace Cosette.Engine.Ai.Transposition +{ + [StructLayout(LayoutKind.Sequential, Pack = 1)] + public struct EvaluationHashTableEntry + { + public uint Key { get; set; } + public bool KingChecked { get; set; } + + public EvaluationHashTableEntry(ulong hash, bool kingChecked) + { + Key = (uint)(hash >> 32); + KingChecked = kingChecked; + } + + public bool IsKeyValid(ulong hash) + { + return Key == (uint)(hash >> 32); + } + } +} diff --git a/Cosette/Program.cs b/Cosette/Program.cs index f47ac75..93e6c17 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -13,6 +13,7 @@ private static void Main() { TranspositionTable.Init(SearchConstants.DefaultHashTableSize); PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); + EvaluationHashTable.Init(SearchConstants.DefaultEvaluationHashTableSize); MagicBitboards.InitWithInternalKeys(); new InteractiveConsole().Run(); diff --git a/Cosette/Uci/Commands/SetOptionCommand.cs b/Cosette/Uci/Commands/SetOptionCommand.cs index 56c671b..d824b3d 100644 --- a/Cosette/Uci/Commands/SetOptionCommand.cs +++ b/Cosette/Uci/Commands/SetOptionCommand.cs @@ -18,7 +18,9 @@ public void Run(params string[] parameters) { case "Hash": { - TranspositionTable.Init(ulong.Parse(parameters[3]) - SearchConstants.DefaultPawnHashTableSize); + var transpositionTableSize = ulong.Parse(parameters[3]); + + TranspositionTable.Init(transpositionTableSize - SearchConstants.DefaultPawnHashTableSize - SearchConstants.DefaultEvaluationHashTableSize); PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); break; } diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index a238a2a..41d597c 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -90,7 +90,9 @@ private void SendAuthor() private void SendOptions() { - var defaultHashTablesSize = SearchConstants.DefaultHashTableSize + SearchConstants.DefaultPawnHashTableSize; + var defaultHashTablesSize = SearchConstants.DefaultHashTableSize + + SearchConstants.DefaultPawnHashTableSize + + SearchConstants.DefaultEvaluationHashTableSize; Send($"option name Hash type spin default {defaultHashTablesSize} min 1 max 2048"); Send("uciok"); From 5b4c0309b5c48d700a65b3b4c5e04baee82573ed Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 29 Sep 2020 19:22:24 +0200 Subject: [PATCH 062/160] Save evaluation score in quiescence nodes --- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 15 ++++++++++++++- .../Ai/Transposition/EvaluationHashTable.cs | 4 ++-- .../Ai/Transposition/EvaluationHashTableEntry.cs | 6 +++--- 3 files changed, 19 insertions(+), 6 deletions(-) diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 1c872e4..997d82a 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -1,6 +1,7 @@ using System; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; +using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -23,7 +24,19 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return -EvaluationConstants.Checkmate + ply; } - var standPat = Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); + var standPat = 0; + + var evaluationEntry = EvaluationHashTable.Get(context.BoardState.Hash); + if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) + { + standPat = evaluationEntry.Score; + } + else + { + standPat = Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); + EvaluationHashTable.Add(context.BoardState.Hash, (short)standPat); + } + if (standPat >= beta) { context.Statistics.QLeafs++; diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs index df6982f..485cdf8 100644 --- a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs @@ -15,9 +15,9 @@ public static unsafe void Init(ulong sizeMegabytes) _table = new EvaluationHashTableEntry[_size]; } - public static void Add(ulong hash, bool kingChecked) + public static void Add(ulong hash, short score) { - _table[hash % _size] = new EvaluationHashTableEntry(hash, kingChecked); + _table[hash % _size] = new EvaluationHashTableEntry(hash, score); } public static EvaluationHashTableEntry Get(ulong hash) diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs index ff789a8..d31ed49 100644 --- a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs @@ -6,12 +6,12 @@ namespace Cosette.Engine.Ai.Transposition public struct EvaluationHashTableEntry { public uint Key { get; set; } - public bool KingChecked { get; set; } + public short Score { get; set; } - public EvaluationHashTableEntry(ulong hash, bool kingChecked) + public EvaluationHashTableEntry(ulong hash, short score) { Key = (uint)(hash >> 32); - KingChecked = kingChecked; + Score = score; } public bool IsKeyValid(ulong hash) From 605b91b63a4f8af78c1d0b706d1d90c73c6295ee Mon Sep 17 00:00:00 2001 From: Tearth Date: Tue, 29 Sep 2020 20:21:36 +0200 Subject: [PATCH 063/160] Add clearing an evaluation hash table --- Cosette/Interactive/Commands/BenchmarkCommand.cs | 1 + Cosette/Uci/Commands/UciNewGameCommand.cs | 1 + 2 files changed, 2 insertions(+) diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 53cfe8f..c2ad3e1 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -58,6 +58,7 @@ private void Test(BoardState boardState, string name, int depth) TranspositionTable.Clear(); PawnHashTable.Clear(); + EvaluationHashTable.Clear(); KillerHeuristic.Clear(); HistoryHeuristic.Clear(); diff --git a/Cosette/Uci/Commands/UciNewGameCommand.cs b/Cosette/Uci/Commands/UciNewGameCommand.cs index 396d683..f7c5084 100644 --- a/Cosette/Uci/Commands/UciNewGameCommand.cs +++ b/Cosette/Uci/Commands/UciNewGameCommand.cs @@ -16,6 +16,7 @@ public void Run(params string[] parameters) { TranspositionTable.Clear(); PawnHashTable.Clear(); + EvaluationHashTable.Clear(); KillerHeuristic.Clear(); HistoryHeuristic.Clear(); From b0d88b8aea0e391756903a3efe537f0d4e5fb4b9 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 11:12:09 +0200 Subject: [PATCH 064/160] Add evaluation hash table statistics --- Cosette/Engine/Ai/Score/EvaluationStatistics.cs | 12 ++++++++++++ Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 14 ++++++++++++++ Cosette/Engine/Ai/Search/SearchStatistics.cs | 4 ++++ 3 files changed, 30 insertions(+) diff --git a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs index f2ed458..2610f48 100644 --- a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs +++ b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs @@ -8,11 +8,23 @@ public class EvaluationStatistics public ulong PHTNonHits { get; set; } public float PHTHitsPercent => (float)PHTHits * 100 / (PHTHits + PHTNonHits); + public ulong EHTEntries { get; set; } + public ulong EHTCollisions { get; set; } + public ulong EHTHits { get; set; } + public ulong EHTNonHits { get; set; } + public float EHTHitsPercent => (float)EHTHits * 100 / (EHTHits + EHTNonHits); + public void Clear() { PHTEntries = 0; PHTCollisions = 0; PHTHits = 0; + PHTNonHits = 0; + + EHTEntries = 0; + EHTCollisions = 0; + EHTHits = 0; + EHTNonHits = 0; } } } diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 997d82a..46ad78e 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -30,11 +30,25 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) { standPat = evaluationEntry.Score; + +#if DEBUG + context.Statistics.EvaluationStatistics.EHTHits++; +#endif } else { standPat = Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); EvaluationHashTable.Add(context.BoardState.Hash, (short)standPat); + +#if DEBUG + context.Statistics.EvaluationStatistics.EHTNonHits++; + context.Statistics.EvaluationStatistics.EHTEntries++; + + if (evaluationEntry.Key != 0 || evaluationEntry.Score != 0) + { + context.Statistics.EvaluationStatistics.EHTCollisions++; + } +#endif } if (standPat >= beta) diff --git a/Cosette/Engine/Ai/Search/SearchStatistics.cs b/Cosette/Engine/Ai/Search/SearchStatistics.cs index 6961c07..d2e686b 100644 --- a/Cosette/Engine/Ai/Search/SearchStatistics.cs +++ b/Cosette/Engine/Ai/Search/SearchStatistics.cs @@ -82,10 +82,14 @@ public void Clear() TTEntries = 0; TTCollisions = 0; TTHits = 0; + TTNonHits = 0; BetaCutoffsAtFirstMove = 0; QBetaCutoffsAtFirstMove = 0; + BetaCutoffsNotAtFirstMove = 0; + QBetaCutoffsNotAtFirstMove = 0; + Array.Clear(PrincipalVariation, 0, PrincipalVariation.Length); PrincipalVariationMovesCount = 0; } From 397de55880cccaedce11e03e8c0fd55aaf656122 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 12:19:56 +0200 Subject: [PATCH 065/160] Refactoring of statistics --- .../Engine/Ai/Score/EvaluationStatistics.cs | 13 ------- .../Engine/Ai/Search/IterativeDeepening.cs | 2 +- Cosette/Engine/Ai/Search/SearchStatistics.cs | 34 ------------------- .../Interactive/Commands/BenchmarkCommand.cs | 5 +++ 4 files changed, 6 insertions(+), 48 deletions(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs index 2610f48..010d27a 100644 --- a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs +++ b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs @@ -13,18 +13,5 @@ public class EvaluationStatistics public ulong EHTHits { get; set; } public ulong EHTNonHits { get; set; } public float EHTHitsPercent => (float)EHTHits * 100 / (EHTHits + EHTNonHits); - - public void Clear() - { - PHTEntries = 0; - PHTCollisions = 0; - PHTHits = 0; - PHTNonHits = 0; - - EHTEntries = 0; - EHTCollisions = 0; - EHTHits = 0; - EHTNonHits = 0; - } } } diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 30e3cfe..4f19012 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -27,7 +27,7 @@ public static Move FindBestMove(SearchContext context) for (var depth = 1; ShouldContinueDeepening(context, depth, expectedExecutionTime); depth++) { - context.Statistics.Clear(); + context.Statistics = new SearchStatistics(); context.Statistics.Board = context.BoardState; context.Statistics.Depth = depth; diff --git a/Cosette/Engine/Ai/Search/SearchStatistics.cs b/Cosette/Engine/Ai/Search/SearchStatistics.cs index d2e686b..1c94252 100644 --- a/Cosette/Engine/Ai/Search/SearchStatistics.cs +++ b/Cosette/Engine/Ai/Search/SearchStatistics.cs @@ -59,39 +59,5 @@ public SearchStatistics() EvaluationStatistics = new EvaluationStatistics(); PrincipalVariation = new Move[SearchConstants.MaxDepth]; } - - public void Clear() - { - Board = null; - EvaluationStatistics.Clear(); - - Depth = 0; - SelectiveDepth = 0; - Score = 0; - SearchTime = 0; - - Nodes = 0; - QNodes = 0; - - Leafs = 0; - QLeafs = 0; - - BetaCutoffs = 0; - QBetaCutoffs = 0; - - TTEntries = 0; - TTCollisions = 0; - TTHits = 0; - TTNonHits = 0; - - BetaCutoffsAtFirstMove = 0; - QBetaCutoffsAtFirstMove = 0; - - BetaCutoffsNotAtFirstMove = 0; - QBetaCutoffsNotAtFirstMove = 0; - - Array.Clear(PrincipalVariation, 0, PrincipalVariation.Length); - PrincipalVariationMovesCount = 0; - } } } diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index c2ad3e1..1b5f2b0 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -106,6 +106,11 @@ private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics _interactiveConsole.WriteLine($" Pawn hash table: Entries: {statistics.EvaluationStatistics.PHTEntries}, " + $"Hits: {statistics.EvaluationStatistics.PHTHits} ({statistics.EvaluationStatistics.PHTHitsPercent:F} %), " + $"NonHits: {statistics.EvaluationStatistics.PHTNonHits}, Collisions: {statistics.EvaluationStatistics.PHTCollisions}"); + + // Evaluation hash table statistics + _interactiveConsole.WriteLine($" Evaluation hash table: Entries: {statistics.EvaluationStatistics.EHTEntries}, " + + $"Hits: {statistics.EvaluationStatistics.EHTHits} ({statistics.EvaluationStatistics.EHTHitsPercent:F} %), " + + $"NonHits: {statistics.EvaluationStatistics.EHTNonHits}, Collisions: {statistics.EvaluationStatistics.EHTCollisions}"); #endif From f21570cc661b304f2de1197415e315779f4a2b77 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 12:20:09 +0200 Subject: [PATCH 066/160] Change default size of hash tables --- Cosette/Engine/Ai/Search/SearchConstants.cs | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index d7b39ae..1485335 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -7,9 +7,9 @@ public static class SearchConstants public const int MaxDepth = 32; public const int MaxMovesCount = 128; - public const int DefaultHashTableSize = 8; - public const int DefaultPawnHashTableSize = 8; - public const int DefaultEvaluationHashTableSize = 8; + public const int DefaultHashTableSize = 32; + public const int DefaultPawnHashTableSize = 1; + public const int DefaultEvaluationHashTableSize = 32; public const int NullWindowMinimalDepth = 5; public const byte NullWindowDepthReduction = 3; From fa8272363ca1e3b7cb52d623fa0b10796ce090ec Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 13:11:48 +0200 Subject: [PATCH 067/160] Update changelog --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index f76f1ac..37dc54c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -7,6 +7,7 @@ - Added "evaluate" command to get FEN position evaluation - Added ability to postpone moves generation before PV move check - Improved move ordering: better promotions are now prioritized + - Added evaluation hash table Estimated strength: ???? ELO From 2098f8172e8fd2d164e342aedef60eadb8daa990 Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 14:03:01 +0200 Subject: [PATCH 068/160] Remove StructLayout attributes --- Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs | 1 - Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs | 1 - Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs | 1 - 3 files changed, 3 deletions(-) diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs index d31ed49..de355aa 100644 --- a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs @@ -2,7 +2,6 @@ namespace Cosette.Engine.Ai.Transposition { - [StructLayout(LayoutKind.Sequential, Pack = 1)] public struct EvaluationHashTableEntry { public uint Key { get; set; } diff --git a/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs index 86bcd54..87efebb 100644 --- a/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs @@ -2,7 +2,6 @@ namespace Cosette.Engine.Ai.Transposition { - [StructLayout(LayoutKind.Sequential, Pack = 1)] public struct PawnHashTableEntry { public uint Key { get; set; } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs index 4672ffe..b4f076b 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTableEntry.cs @@ -3,7 +3,6 @@ namespace Cosette.Engine.Ai.Transposition { - [StructLayout(LayoutKind.Sequential, Pack = 1)] public struct TranspositionTableEntry { public uint Key { get; set; } From fb8be578dbaa9256846d714c332bffad35fbdf7d Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 21:29:37 +0200 Subject: [PATCH 069/160] Fix const type --- Cosette/Engine/Ai/Search/SearchConstants.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 1485335..147ea87 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -12,7 +12,7 @@ public static class SearchConstants public const int DefaultEvaluationHashTableSize = 32; public const int NullWindowMinimalDepth = 5; - public const byte NullWindowDepthReduction = 3; + public const int NullWindowDepthReduction = 3; public const int LMRMinimalDepth = 2; public const int LMRMovesWithoutReduction = 2; From 5f541656d7d5bcb05ad15907e0f1cf9f5c17bbea Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 30 Sep 2020 21:31:04 +0200 Subject: [PATCH 070/160] Fix style issues --- Cosette/Engine/Ai/Search/SearchConstants.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 147ea87..5e78dd9 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -3,7 +3,7 @@ public static class SearchConstants { public const int MinValue = short.MinValue; - public const int MaxValue = short.MaxValue; + public const int MaxValue = short.MaxValue; public const int MaxDepth = 32; public const int MaxMovesCount = 128; From 6175cea8b37ebf8df6cf9a518307bf17ba747b16 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 12:55:42 +0200 Subject: [PATCH 071/160] Add piece table --- Cosette/Engine/Board/BoardState.cs | 61 ++++++++++++++++++++++++------ 1 file changed, 50 insertions(+), 11 deletions(-) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index cb9a49e..c6632f0 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -24,6 +24,8 @@ public class BoardState public int[] Material { get; set; } public int[][] Position { get; set; } + public int[] PiecesTable { get; set; } + public ulong Hash { get; set; } public ulong PawnHash { get; set; } @@ -51,6 +53,8 @@ public BoardState() Position[Color.White] = new int[2]; Position[Color.Black] = new int[2]; + PiecesTable = new int[64]; + _killedPieces = new FastStack(512); _enPassants = new FastStack(512); _castlings = new FastStack(512); @@ -106,6 +110,44 @@ public void SetDefaultState() Position[Color.Black][GamePhase.Opening] = CalculatePosition(Color.Black, GamePhase.Opening); Position[Color.Black][GamePhase.Ending] = CalculatePosition(Color.Black, GamePhase.Ending); + Array.Fill(PiecesTable, -1); + + PiecesTable[0] = Piece.Rook; + PiecesTable[1] = Piece.Knight; + PiecesTable[2] = Piece.Bishop; + PiecesTable[3] = Piece.King; + PiecesTable[4] = Piece.Queen; + PiecesTable[5] = Piece.Bishop; + PiecesTable[6] = Piece.Knight; + PiecesTable[7] = Piece.Rook; + + PiecesTable[8] = Piece.Pawn; + PiecesTable[9] = Piece.Pawn; + PiecesTable[10] = Piece.Pawn; + PiecesTable[11] = Piece.Pawn; + PiecesTable[12] = Piece.Pawn; + PiecesTable[13] = Piece.Pawn; + PiecesTable[14] = Piece.Pawn; + PiecesTable[15] = Piece.Pawn; + + PiecesTable[48] = Piece.Pawn; + PiecesTable[49] = Piece.Pawn; + PiecesTable[50] = Piece.Pawn; + PiecesTable[51] = Piece.Pawn; + PiecesTable[52] = Piece.Pawn; + PiecesTable[53] = Piece.Pawn; + PiecesTable[54] = Piece.Pawn; + PiecesTable[55] = Piece.Pawn; + + PiecesTable[56] = Piece.Rook; + PiecesTable[57] = Piece.Knight; + PiecesTable[58] = Piece.Bishop; + PiecesTable[59] = Piece.King; + PiecesTable[60] = Piece.Queen; + PiecesTable[61] = Piece.Bishop; + PiecesTable[62] = Piece.Knight; + PiecesTable[63] = Piece.Rook; + Hash = ZobristHashing.CalculateHash(this); PawnHash = ZobristHashing.CalculatePawnHash(this); @@ -636,6 +678,9 @@ public void MovePiece(int color, int piece, int from, int to) Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][from]; Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][to]; + + PiecesTable[from] = -1; + PiecesTable[to] = piece; } public int GetPiece(int color, int from) @@ -651,17 +696,7 @@ public int GetPiece(int color, int from) public int TryGetPiece(int color, int from) { - var field = 1ul << from; - - for (var i = 0; i < 6; i++) - { - if ((Pieces[color][i] & field) != 0) - { - return i; - } - } - - return -1; + return PiecesTable[from]; } public void AddPiece(int color, int piece, int fieldIndex) @@ -676,6 +711,8 @@ public void AddPiece(int color, int piece, int fieldIndex) Position[color][GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][GamePhase.Opening][fieldIndex]; Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][fieldIndex]; + + PiecesTable[fieldIndex] = piece; } public void RemovePiece(int color, int piece, int fieldIndex) @@ -690,6 +727,8 @@ public void RemovePiece(int color, int piece, int fieldIndex) Position[color][GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][GamePhase.Opening][fieldIndex]; Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][fieldIndex]; + + PiecesTable[fieldIndex] = -1; } public int CalculateMaterial(int color) From cc519ce393b0c766c59008ae03f82b39d1131871 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 12:59:14 +0200 Subject: [PATCH 072/160] Refactoring --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 4 +- Cosette/Engine/Board/BoardState.cs | 106 +++++++++------------ Cosette/Engine/Fen/BoardToFen.cs | 4 +- 3 files changed, 49 insertions(+), 65 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 98ad4d9..3ff58df 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -36,7 +36,7 @@ public static void AssignValues(BoardState board, Span moves, Span var enemyColor = ColorOperations.Invert(board.ColorToMove); var attackingPiece = moves[moveIndex].PieceType; - var capturedPiece = board.GetPiece(enemyColor, moves[moveIndex].To); + var capturedPiece = board.PieceTable[moves[moveIndex].To]; var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[moveIndex].To); @@ -67,7 +67,7 @@ public static void AssignQValues(BoardState board, Span moves, Span else { var attackingPiece = moves[moveIndex].PieceType; - var capturedPiece = board.GetPiece(enemyColor, moves[moveIndex].To); + var capturedPiece = board.PieceTable[moves[moveIndex].To]; var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); var defenders = board.GetAttackingPiecesWithColor(enemyColor, moves[moveIndex].To); diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index c6632f0..9bc23e8 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -24,7 +24,7 @@ public class BoardState public int[] Material { get; set; } public int[][] Position { get; set; } - public int[] PiecesTable { get; set; } + public int[] PieceTable { get; set; } public ulong Hash { get; set; } public ulong PawnHash { get; set; } @@ -53,7 +53,7 @@ public BoardState() Position[Color.White] = new int[2]; Position[Color.Black] = new int[2]; - PiecesTable = new int[64]; + PieceTable = new int[64]; _killedPieces = new FastStack(512); _enPassants = new FastStack(512); @@ -110,43 +110,43 @@ public void SetDefaultState() Position[Color.Black][GamePhase.Opening] = CalculatePosition(Color.Black, GamePhase.Opening); Position[Color.Black][GamePhase.Ending] = CalculatePosition(Color.Black, GamePhase.Ending); - Array.Fill(PiecesTable, -1); - - PiecesTable[0] = Piece.Rook; - PiecesTable[1] = Piece.Knight; - PiecesTable[2] = Piece.Bishop; - PiecesTable[3] = Piece.King; - PiecesTable[4] = Piece.Queen; - PiecesTable[5] = Piece.Bishop; - PiecesTable[6] = Piece.Knight; - PiecesTable[7] = Piece.Rook; - - PiecesTable[8] = Piece.Pawn; - PiecesTable[9] = Piece.Pawn; - PiecesTable[10] = Piece.Pawn; - PiecesTable[11] = Piece.Pawn; - PiecesTable[12] = Piece.Pawn; - PiecesTable[13] = Piece.Pawn; - PiecesTable[14] = Piece.Pawn; - PiecesTable[15] = Piece.Pawn; - - PiecesTable[48] = Piece.Pawn; - PiecesTable[49] = Piece.Pawn; - PiecesTable[50] = Piece.Pawn; - PiecesTable[51] = Piece.Pawn; - PiecesTable[52] = Piece.Pawn; - PiecesTable[53] = Piece.Pawn; - PiecesTable[54] = Piece.Pawn; - PiecesTable[55] = Piece.Pawn; - - PiecesTable[56] = Piece.Rook; - PiecesTable[57] = Piece.Knight; - PiecesTable[58] = Piece.Bishop; - PiecesTable[59] = Piece.King; - PiecesTable[60] = Piece.Queen; - PiecesTable[61] = Piece.Bishop; - PiecesTable[62] = Piece.Knight; - PiecesTable[63] = Piece.Rook; + Array.Fill(PieceTable, -1); + + PieceTable[0] = Piece.Rook; + PieceTable[1] = Piece.Knight; + PieceTable[2] = Piece.Bishop; + PieceTable[3] = Piece.King; + PieceTable[4] = Piece.Queen; + PieceTable[5] = Piece.Bishop; + PieceTable[6] = Piece.Knight; + PieceTable[7] = Piece.Rook; + + PieceTable[8] = Piece.Pawn; + PieceTable[9] = Piece.Pawn; + PieceTable[10] = Piece.Pawn; + PieceTable[11] = Piece.Pawn; + PieceTable[12] = Piece.Pawn; + PieceTable[13] = Piece.Pawn; + PieceTable[14] = Piece.Pawn; + PieceTable[15] = Piece.Pawn; + + PieceTable[48] = Piece.Pawn; + PieceTable[49] = Piece.Pawn; + PieceTable[50] = Piece.Pawn; + PieceTable[51] = Piece.Pawn; + PieceTable[52] = Piece.Pawn; + PieceTable[53] = Piece.Pawn; + PieceTable[54] = Piece.Pawn; + PieceTable[55] = Piece.Pawn; + + PieceTable[56] = Piece.Rook; + PieceTable[57] = Piece.Knight; + PieceTable[58] = Piece.Bishop; + PieceTable[59] = Piece.King; + PieceTable[60] = Piece.Queen; + PieceTable[61] = Piece.Bishop; + PieceTable[62] = Piece.Knight; + PieceTable[63] = Piece.Rook; Hash = ZobristHashing.CalculateHash(this); PawnHash = ZobristHashing.CalculatePawnHash(this); @@ -238,7 +238,7 @@ public void MakeMove(Move move) } else if ((move.Flags & MoveFlags.Kill) != 0) { - var killedPiece = GetPiece(enemyColor, move.To); + var killedPiece = PieceTable[move.To]; RemovePiece(enemyColor, killedPiece, move.To); Hash = ZobristHashing.AddOrRemovePiece(Hash, enemyColor, killedPiece, move.To); @@ -366,7 +366,7 @@ public void MakeMove(Move move) else if ((move.Flags & MoveFlags.EnPassant) != 0) { var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); - var killedPiece = GetPiece(enemyColor, enemyPieceField); + var killedPiece = PieceTable[enemyPieceField]; RemovePiece(enemyColor, killedPiece, enemyPieceField); Hash = ZobristHashing.AddOrRemovePiece(Hash, enemyColor, killedPiece, enemyPieceField); @@ -679,24 +679,8 @@ public void MovePiece(int color, int piece, int from, int to) Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][from]; Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][to]; - PiecesTable[from] = -1; - PiecesTable[to] = piece; - } - - public int GetPiece(int color, int from) - { - var result = TryGetPiece(color, from); - if (result == -1) - { - throw new InvalidOperationException(); - } - - return result; - } - - public int TryGetPiece(int color, int from) - { - return PiecesTable[from]; + PieceTable[from] = -1; + PieceTable[to] = piece; } public void AddPiece(int color, int piece, int fieldIndex) @@ -712,7 +696,7 @@ public void AddPiece(int color, int piece, int fieldIndex) Position[color][GamePhase.Opening] += PieceSquareTablesData.Values[piece][color][GamePhase.Opening][fieldIndex]; Position[color][GamePhase.Ending] += PieceSquareTablesData.Values[piece][color][GamePhase.Ending][fieldIndex]; - PiecesTable[fieldIndex] = piece; + PieceTable[fieldIndex] = piece; } public void RemovePiece(int color, int piece, int fieldIndex) @@ -728,7 +712,7 @@ public void RemovePiece(int color, int piece, int fieldIndex) Position[color][GamePhase.Opening] -= PieceSquareTablesData.Values[piece][color][GamePhase.Opening][fieldIndex]; Position[color][GamePhase.Ending] -= PieceSquareTablesData.Values[piece][color][GamePhase.Ending][fieldIndex]; - PiecesTable[fieldIndex] = -1; + PieceTable[fieldIndex] = -1; } public int CalculateMaterial(int color) diff --git a/Cosette/Engine/Fen/BoardToFen.cs b/Cosette/Engine/Fen/BoardToFen.cs index c031385..566282a 100644 --- a/Cosette/Engine/Fen/BoardToFen.cs +++ b/Cosette/Engine/Fen/BoardToFen.cs @@ -34,8 +34,8 @@ private static string ParseBoardState(BoardState board) { var fieldIndex = rank * 8 + file; - var possibleWhitePiece = board.TryGetPiece(Color.White, fieldIndex); - var possibleBlackPiece = board.TryGetPiece(Color.Black, fieldIndex); + var possibleWhitePiece = board.PieceTable[fieldIndex]; + var possibleBlackPiece = board.PieceTable[fieldIndex]; var color = possibleWhitePiece != -1 ? Color.White : Color.Black; var piece = From 8b59f98f8aebeb342200219d949a2893d27fc48d Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 17:28:03 +0200 Subject: [PATCH 073/160] Remove piece type from Move structure --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 18 +++++- Cosette/Engine/Board/BoardState.cs | 59 ++++++++++--------- .../Engine/Board/Operators/BishopOperator.cs | 4 +- .../Engine/Board/Operators/KingOperator.cs | 12 ++-- .../Engine/Board/Operators/KnightOperator.cs | 4 +- .../Engine/Board/Operators/PawnOperator.cs | 24 ++++---- .../Engine/Board/Operators/QueenOperator.cs | 4 +- .../Engine/Board/Operators/RookOperator.cs | 4 +- Cosette/Engine/Moves/Move.cs | 26 ++------ 9 files changed, 77 insertions(+), 78 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 3ff58df..927c973 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -18,7 +18,8 @@ public static void AssignValues(BoardState board, Span moves, Span } else if (moves[moveIndex].IsQuiet()) { - if (moves[moveIndex].IsPawnNearPromotion(board.ColorToMove)) + var pieceType = board.PieceTable[moves[moveIndex].From]; + if (pieceType == Piece.Pawn && IsPawnNearPromotion(board.ColorToMove, moves[moveIndex].To)) { moveValues[moveIndex] = MoveOrderingConstants.PawnNearPromotion; } @@ -35,7 +36,7 @@ public static void AssignValues(BoardState board, Span moves, Span { var enemyColor = ColorOperations.Invert(board.ColorToMove); - var attackingPiece = moves[moveIndex].PieceType; + var attackingPiece = board.PieceTable[moves[moveIndex].From]; var capturedPiece = board.PieceTable[moves[moveIndex].To]; var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); @@ -66,7 +67,7 @@ public static void AssignQValues(BoardState board, Span moves, Span } else { - var attackingPiece = moves[moveIndex].PieceType; + var attackingPiece = board.PieceTable[moves[moveIndex].From]; var capturedPiece = board.PieceTable[moves[moveIndex].To]; var attackers = board.GetAttackingPiecesWithColor(board.ColorToMove, moves[moveIndex].To); @@ -95,5 +96,16 @@ public static void SortNextBestMove(Span moves, Span moveValues, in (moves[maxIndex], moves[currentIndex]) = (moves[currentIndex], moves[maxIndex]); (moveValues[maxIndex], moveValues[currentIndex]) = (moveValues[currentIndex], moveValues[maxIndex]); } + + + private static bool IsPawnNearPromotion(int color, byte to) + { + if (color == Color.White && to >= 40 || color == Color.Black && to <= 23) + { + return true; + } + + return false; + } } } diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 9bc23e8..c848c33 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -186,7 +186,9 @@ public int GetAvailableQMoves(Span moves) public void MakeMove(Move move) { + var pieceType = PieceTable[move.From]; var enemyColor = ColorOperations.Invert(ColorToMove); + if (ColorToMove == Color.White) { MovesCount++; @@ -198,7 +200,7 @@ public void MakeMove(Move move) _enPassants.Push(EnPassant); _irreversibleMovesCounts.Push(IrreversibleMovesCount); - if (move.PieceType == Piece.Pawn || (move.Flags & MoveFlags.Kill) != 0) + if (pieceType == Piece.Pawn || (move.Flags & MoveFlags.Kill) != 0) { IrreversibleMovesCount = 0; } @@ -216,19 +218,19 @@ public void MakeMove(Move move) if (move.Flags == MoveFlags.None) { - MovePiece(ColorToMove, move.PieceType, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); + MovePiece(ColorToMove, pieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); - if (move.PieceType == Piece.Pawn) + if (pieceType == Piece.Pawn) { - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); } } else if ((move.Flags & MoveFlags.DoublePush) != 0) { - MovePiece(ColorToMove, move.PieceType, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); + MovePiece(ColorToMove, pieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); var enPassantField = ColorToMove == Color.White ? 1ul << move.To - 8 : 1ul << move.To + 8; var enPassantFieldIndex = BitOperations.BitScan(enPassantField); @@ -283,9 +285,9 @@ public void MakeMove(Move move) { var promotionPiece = GetPromotionPiece(move.Flags); - RemovePiece(ColorToMove, move.PieceType, move.From); - Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, move.PieceType, move.From); - PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, move.PieceType, move.From); + RemovePiece(ColorToMove, pieceType, move.From); + Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, pieceType, move.From); + PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, pieceType, move.From); AddPiece(ColorToMove, promotionPiece, move.To); Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, promotionPiece, move.To); @@ -294,12 +296,12 @@ public void MakeMove(Move move) } else { - MovePiece(ColorToMove, move.PieceType, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); + MovePiece(ColorToMove, pieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); - if (move.PieceType == Piece.Pawn) + if (pieceType == Piece.Pawn) { - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); } } @@ -372,9 +374,9 @@ public void MakeMove(Move move) Hash = ZobristHashing.AddOrRemovePiece(Hash, enemyColor, killedPiece, enemyPieceField); PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, enemyColor, killedPiece, enemyPieceField); - MovePiece(ColorToMove, move.PieceType, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, move.PieceType, move.From, move.To); - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, move.PieceType, move.From, move.To); + MovePiece(ColorToMove, pieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); _killedPieces.Push(killedPiece); } @@ -382,9 +384,9 @@ public void MakeMove(Move move) { var promotionPiece = GetPromotionPiece(move.Flags); - RemovePiece(ColorToMove, move.PieceType, move.From); - Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, move.PieceType, move.From); - PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, move.PieceType, move.From); + RemovePiece(ColorToMove, pieceType, move.From); + Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, pieceType, move.From); + PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, ColorToMove, pieceType, move.From); AddPiece(ColorToMove, promotionPiece, move.To); Hash = ZobristHashing.AddOrRemovePiece(Hash, ColorToMove, promotionPiece, move.To); @@ -392,7 +394,7 @@ public void MakeMove(Move move) _promotedPieces.Push(promotionPiece); } - if (move.PieceType == Piece.King && move.Flags != MoveFlags.Castling) + if (pieceType == Piece.King && move.Flags != MoveFlags.Castling) { if (ColorToMove == Color.White) { @@ -407,7 +409,7 @@ public void MakeMove(Move move) Castling &= ~Castling.BlackCastling; } } - else if (move.PieceType == Piece.Rook && Castling != 0) + else if (pieceType == Piece.Rook && Castling != 0) { if (move.From == 0) { @@ -437,11 +439,12 @@ public void MakeMove(Move move) public void UndoMove(Move move) { + var pieceType = PieceTable[move.To]; ColorToMove = ColorOperations.Invert(ColorToMove); if (move.Flags == MoveFlags.None || (move.Flags & MoveFlags.DoublePush) != 0) { - MovePiece(ColorToMove, move.PieceType, move.To, move.From); + MovePiece(ColorToMove, pieceType, move.To, move.From); } else if ((move.Flags & MoveFlags.Kill) != 0) { @@ -453,11 +456,11 @@ public void UndoMove(Move move) { var promotionPiece = _promotedPieces.Pop(); RemovePiece(ColorToMove, promotionPiece, move.To); - AddPiece(ColorToMove, move.PieceType, move.From); + AddPiece(ColorToMove, Piece.Pawn, move.From); } else { - MovePiece(ColorToMove, move.PieceType, move.To, move.From); + MovePiece(ColorToMove, pieceType, move.To, move.From); } AddPiece(enemyColor, killedPiece, move.To); @@ -501,14 +504,14 @@ public void UndoMove(Move move) var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); var killedPiece = _killedPieces.Pop(); - MovePiece(ColorToMove, move.PieceType, move.To, move.From); + MovePiece(ColorToMove, Piece.Pawn, move.To, move.From); AddPiece(enemyColor, killedPiece, enemyPieceField); } else if ((byte)move.Flags >= 16) { var promotionPiece = _promotedPieces.Pop(); RemovePiece(ColorToMove, promotionPiece, move.To); - AddPiece(ColorToMove, move.PieceType, move.From); + AddPiece(ColorToMove, Piece.Pawn, move.From); } IrreversibleMovesCount = _irreversibleMovesCounts.Pop(); diff --git a/Cosette/Engine/Board/Operators/BishopOperator.cs b/Cosette/Engine/Board/Operators/BishopOperator.cs index 53dc0ae..0264903 100644 --- a/Cosette/Engine/Board/Operators/BishopOperator.cs +++ b/Cosette/Engine/Board/Operators/BishopOperator.cs @@ -26,7 +26,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; - moves[offset++] = new Move(from, fieldIndex, Piece.Bishop, flags); + moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; - moves[offset++] = new Move(from, fieldIndex, Piece.King, flags); + moves[offset++] = new Move(from, fieldIndex, flags); } if (color == Color.White) @@ -30,7 +30,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 1) && !boardState.IsFieldAttacked(color, 2) && !boardState.IsFieldAttacked(color, 3)) { - moves[offset++] = new Move(3, 1, Piece.King, MoveFlags.Castling); + moves[offset++] = new Move(3, 1, MoveFlags.Castling); } } @@ -38,7 +38,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 3) && !boardState.IsFieldAttacked(color, 4) && !boardState.IsFieldAttacked(color, 5)) { - moves[offset++] = new Move(3, 5, Piece.King, MoveFlags.Castling); + moves[offset++] = new Move(3, 5, MoveFlags.Castling); } } } @@ -48,7 +48,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 57) && !boardState.IsFieldAttacked(color, 58) && !boardState.IsFieldAttacked(color, 59)) { - moves[offset++] = new Move(59, 57, Piece.King, MoveFlags.Castling); + moves[offset++] = new Move(59, 57, MoveFlags.Castling); } } @@ -56,7 +56,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 59) && !boardState.IsFieldAttacked(color, 60) && !boardState.IsFieldAttacked(color, 61)) { - moves[offset++] = new Move(59, 61, Piece.King, MoveFlags.Castling); + moves[offset++] = new Move(59, 61, MoveFlags.Castling); } } } @@ -78,7 +78,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; - moves[offset++] = new Move(from, fieldIndex, Piece.Knight, flags); + moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span mo if ((piece & promotionRank) != 0) { - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.QueenPromotion); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.RookPromotion); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.KnightPromotion); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.BishopPromotion); + moves[offset++] = new Move(from, to, MoveFlags.QueenPromotion); + moves[offset++] = new Move(from, to, MoveFlags.RookPromotion); + moves[offset++] = new Move(from, to, MoveFlags.KnightPromotion); + moves[offset++] = new Move(from, to, MoveFlags.BishopPromotion); } else { - moves[offset++] = new Move(from, to, Piece.Pawn, 0); + moves[offset++] = new Move(from, to, 0); } } @@ -98,7 +98,7 @@ private static int GetDoublePush(BoardState boardState, int color, Span mo var from = BitOperations.BitScan(piece) - shift; var to = BitOperations.BitScan(piece); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.DoublePush); + moves[offset++] = new Move(from, to, MoveFlags.DoublePush); } return offset; @@ -136,20 +136,20 @@ private static int GetDiagonalAttacks(BoardState boardState, int color, int dir, if ((piece & promotionRank) != 0) { - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.Kill | MoveFlags.QueenPromotion); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.Kill | MoveFlags.RookPromotion); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.Kill | MoveFlags.KnightPromotion); - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.Kill | MoveFlags.BishopPromotion); + moves[offset++] = new Move(from, to, MoveFlags.Kill | MoveFlags.QueenPromotion); + moves[offset++] = new Move(from, to, MoveFlags.Kill | MoveFlags.RookPromotion); + moves[offset++] = new Move(from, to, MoveFlags.Kill | MoveFlags.KnightPromotion); + moves[offset++] = new Move(from, to, MoveFlags.Kill | MoveFlags.BishopPromotion); } else { if ((piece & boardState.EnPassant) != 0) { - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.EnPassant); + moves[offset++] = new Move(from, to, MoveFlags.EnPassant); } else { - moves[offset++] = new Move(from, to, Piece.Pawn, MoveFlags.Kill); + moves[offset++] = new Move(from, to, MoveFlags.Kill); } } } diff --git a/Cosette/Engine/Board/Operators/QueenOperator.cs b/Cosette/Engine/Board/Operators/QueenOperator.cs index feef547..7cc58a8 100644 --- a/Cosette/Engine/Board/Operators/QueenOperator.cs +++ b/Cosette/Engine/Board/Operators/QueenOperator.cs @@ -26,7 +26,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; - moves[offset++] = new Move(from, fieldIndex, Piece.Queen, flags); + moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span availableMoves = BitOperations.PopLsb(availableMoves); var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; - moves[offset++] = new Move(from, fieldIndex, Piece.Rook, flags); + moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span= 40 || color == Color.Black && To <= 23) - { - return true; - } - } - - return false; - } - public override string ToString() { var baseMove = $"{Position.FromFieldIndex(From)}{Position.FromFieldIndex(To)}"; From ec653c8c594f6c342d0d7496f817e99d970897a4 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 18:15:07 +0200 Subject: [PATCH 074/160] Reduce size of the Move structure --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 12 +-- Cosette/Engine/Board/BoardState.cs | 78 +++++++++---------- .../Engine/Board/Operators/BishopOperator.cs | 4 +- .../Engine/Board/Operators/KingOperator.cs | 12 +-- .../Engine/Board/Operators/KnightOperator.cs | 4 +- .../Engine/Board/Operators/PawnOperator.cs | 10 +-- .../Engine/Board/Operators/QueenOperator.cs | 4 +- .../Engine/Board/Operators/RookOperator.cs | 4 +- Cosette/Engine/Moves/Move.cs | 33 ++++---- Cosette/Engine/Moves/MoveFlags.cs | 36 +++++---- Cosette/Engine/Perft/AdvancedPerft.cs | 4 +- 11 files changed, 106 insertions(+), 95 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 927c973..001df2b 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -32,7 +32,11 @@ public static void AssignValues(BoardState board, Span moves, Span moveValues[moveIndex] = HistoryHeuristic.GetHistoryMoveValue(board.ColorToMove, moves[moveIndex].From, moves[moveIndex].To); } } - else if ((moves[moveIndex].Flags & MoveFlags.Kill) != 0) + else if (moves[moveIndex].Flags == MoveFlags.EnPassant) + { + moveValues[moveIndex] = MoveOrderingConstants.EnPassant; + } + else if (((byte)moves[moveIndex].Flags & MoveFlagFields.Capture) != 0) { var enemyColor = ColorOperations.Invert(board.ColorToMove); @@ -45,10 +49,6 @@ public static void AssignValues(BoardState board, Span moves, Span moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } - else if ((moves[moveIndex].Flags & MoveFlags.EnPassant) != 0) - { - moveValues[moveIndex] = MoveOrderingConstants.EnPassant; - } else if ((int)moves[moveIndex].Flags >= 16) { moveValues[moveIndex] = (short)(MoveOrderingConstants.Promotion + (int)moves[moveIndex].Flags); @@ -61,7 +61,7 @@ public static void AssignQValues(BoardState board, Span moves, Span var enemyColor = ColorOperations.Invert(board.ColorToMove); for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { - if ((moves[moveIndex].Flags & MoveFlags.EnPassant) != 0) + if (moves[moveIndex].Flags == MoveFlags.EnPassant) { moveValues[moveIndex] = MoveOrderingConstants.EnPassant; } diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index c848c33..bbfa170 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -200,7 +200,7 @@ public void MakeMove(Move move) _enPassants.Push(EnPassant); _irreversibleMovesCounts.Push(IrreversibleMovesCount); - if (pieceType == Piece.Pawn || (move.Flags & MoveFlags.Kill) != 0) + if (pieceType == Piece.Pawn || ((byte)move.Flags & MoveFlagFields.Capture) != 0) { IrreversibleMovesCount = 0; } @@ -216,7 +216,7 @@ public void MakeMove(Move move) EnPassant = 0; } - if (move.Flags == MoveFlags.None) + if (move.Flags == MoveFlags.Quiet) { MovePiece(ColorToMove, pieceType, move.From, move.To); Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); @@ -226,7 +226,7 @@ public void MakeMove(Move move) PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); } } - else if ((move.Flags & MoveFlags.DoublePush) != 0) + else if (move.Flags == MoveFlags.DoublePush) { MovePiece(ColorToMove, pieceType, move.From, move.To); Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); @@ -238,7 +238,22 @@ public void MakeMove(Move move) EnPassant |= enPassantField; Hash = ZobristHashing.ToggleEnPassant(Hash, enPassantFieldIndex % 8); } - else if ((move.Flags & MoveFlags.Kill) != 0) + else if (move.Flags == MoveFlags.EnPassant) + { + var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); + var killedPiece = PieceTable[enemyPieceField]; + + RemovePiece(enemyColor, killedPiece, enemyPieceField); + Hash = ZobristHashing.AddOrRemovePiece(Hash, enemyColor, killedPiece, enemyPieceField); + PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, enemyColor, killedPiece, enemyPieceField); + + MovePiece(ColorToMove, pieceType, move.From, move.To); + Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); + PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); + + _killedPieces.Push(killedPiece); + } + else if (((byte)move.Flags & MoveFlagFields.Capture) != 0) { var killedPiece = PieceTable[move.To]; @@ -281,7 +296,7 @@ public void MakeMove(Move move) } // Promotion - if ((byte)move.Flags >= 16) + if (((byte)move.Flags & MoveFlagFields.Promotion) != 0) { var promotionPiece = GetPromotionPiece(move.Flags); @@ -307,10 +322,10 @@ public void MakeMove(Move move) _killedPieces.Push(killedPiece); } - else if ((move.Flags & MoveFlags.Castling) != 0) + else if (move.Flags == MoveFlags.KingCastle || move.Flags == MoveFlags.QueenCastle) { // Short castling - if (move.From > move.To) + if (move.Flags == MoveFlags.KingCastle) { if (ColorToMove == Color.White) { @@ -365,22 +380,7 @@ public void MakeMove(Move move) CastlingDone[ColorToMove] = true; } - else if ((move.Flags & MoveFlags.EnPassant) != 0) - { - var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); - var killedPiece = PieceTable[enemyPieceField]; - - RemovePiece(enemyColor, killedPiece, enemyPieceField); - Hash = ZobristHashing.AddOrRemovePiece(Hash, enemyColor, killedPiece, enemyPieceField); - PawnHash = ZobristHashing.AddOrRemovePiece(PawnHash, enemyColor, killedPiece, enemyPieceField); - - MovePiece(ColorToMove, pieceType, move.From, move.To); - Hash = ZobristHashing.MovePiece(Hash, ColorToMove, pieceType, move.From, move.To); - PawnHash = ZobristHashing.MovePiece(PawnHash, ColorToMove, pieceType, move.From, move.To); - - _killedPieces.Push(killedPiece); - } - else if ((byte)move.Flags >= 16) + else if (((byte)move.Flags & MoveFlagFields.Promotion) != 0) { var promotionPiece = GetPromotionPiece(move.Flags); @@ -394,7 +394,7 @@ public void MakeMove(Move move) _promotedPieces.Push(promotionPiece); } - if (pieceType == Piece.King && move.Flags != MoveFlags.Castling) + if (pieceType == Piece.King && move.Flags != MoveFlags.KingCastle && move.Flags != MoveFlags.QueenCastle) { if (ColorToMove == Color.White) { @@ -442,17 +442,26 @@ public void UndoMove(Move move) var pieceType = PieceTable[move.To]; ColorToMove = ColorOperations.Invert(ColorToMove); - if (move.Flags == MoveFlags.None || (move.Flags & MoveFlags.DoublePush) != 0) + if (move.Flags == MoveFlags.Quiet || move.Flags == MoveFlags.DoublePush) { MovePiece(ColorToMove, pieceType, move.To, move.From); } - else if ((move.Flags & MoveFlags.Kill) != 0) + else if (move.Flags == MoveFlags.EnPassant) + { + var enemyColor = ColorOperations.Invert(ColorToMove); + var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); + var killedPiece = _killedPieces.Pop(); + + MovePiece(ColorToMove, Piece.Pawn, move.To, move.From); + AddPiece(enemyColor, killedPiece, enemyPieceField); + } + else if (((byte)move.Flags & MoveFlagFields.Capture) != 0) { var enemyColor = ColorOperations.Invert(ColorToMove); var killedPiece = _killedPieces.Pop(); // Promotion - if ((byte)move.Flags >= 16) + if (((byte)move.Flags & MoveFlagFields.Promotion) != 0) { var promotionPiece = _promotedPieces.Pop(); RemovePiece(ColorToMove, promotionPiece, move.To); @@ -465,10 +474,10 @@ public void UndoMove(Move move) AddPiece(enemyColor, killedPiece, move.To); } - else if ((move.Flags & MoveFlags.Castling) != 0) + else if (move.Flags == MoveFlags.KingCastle || move.Flags == MoveFlags.QueenCastle) { // Short castling - if (move.From > move.To) + if (move.Flags == MoveFlags.KingCastle) { if (ColorToMove == Color.White) { @@ -498,16 +507,7 @@ public void UndoMove(Move move) CastlingDone[ColorToMove] = false; } - else if ((move.Flags & MoveFlags.EnPassant) != 0) - { - var enemyColor = ColorOperations.Invert(ColorToMove); - var enemyPieceField = ColorToMove == Color.White ? (byte)(move.To - 8) : (byte)(move.To + 8); - var killedPiece = _killedPieces.Pop(); - - MovePiece(ColorToMove, Piece.Pawn, move.To, move.From); - AddPiece(enemyColor, killedPiece, enemyPieceField); - } - else if ((byte)move.Flags >= 16) + else if (((byte)move.Flags & MoveFlagFields.Promotion) != 0) { var promotionPiece = _promotedPieces.Pop(); RemovePiece(ColorToMove, promotionPiece, move.To); diff --git a/Cosette/Engine/Board/Operators/BishopOperator.cs b/Cosette/Engine/Board/Operators/BishopOperator.cs index 0264903..5b449f5 100644 --- a/Cosette/Engine/Board/Operators/BishopOperator.cs +++ b/Cosette/Engine/Board/Operators/BishopOperator.cs @@ -25,7 +25,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span var fieldIndex = BitOperations.BitScan(field); availableMoves = BitOperations.PopLsb(availableMoves); - var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; + var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Capture : MoveFlags.Quiet; moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span var fieldIndex = BitOperations.BitScan(field); availableMoves = BitOperations.PopLsb(availableMoves); - var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; + var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Capture : MoveFlags.Quiet; moves[offset++] = new Move(from, fieldIndex, flags); } @@ -30,7 +30,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 1) && !boardState.IsFieldAttacked(color, 2) && !boardState.IsFieldAttacked(color, 3)) { - moves[offset++] = new Move(3, 1, MoveFlags.Castling); + moves[offset++] = new Move(3, 1, MoveFlags.KingCastle); } } @@ -38,7 +38,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 3) && !boardState.IsFieldAttacked(color, 4) && !boardState.IsFieldAttacked(color, 5)) { - moves[offset++] = new Move(3, 5, MoveFlags.Castling); + moves[offset++] = new Move(3, 5, MoveFlags.QueenCastle); } } } @@ -48,7 +48,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 57) && !boardState.IsFieldAttacked(color, 58) && !boardState.IsFieldAttacked(color, 59)) { - moves[offset++] = new Move(59, 57, MoveFlags.Castling); + moves[offset++] = new Move(59, 57, MoveFlags.KingCastle); } } @@ -56,7 +56,7 @@ public static int GetAvailableMoves(BoardState boardState, int color, Span { if (!boardState.IsFieldAttacked(color, 59) && !boardState.IsFieldAttacked(color, 60) && !boardState.IsFieldAttacked(color, 61)) { - moves[offset++] = new Move(59, 61, MoveFlags.Castling); + moves[offset++] = new Move(59, 61, MoveFlags.QueenCastle); } } } @@ -78,7 +78,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span var fieldIndex = BitOperations.BitScan(field); availableMoves = BitOperations.PopLsb(availableMoves); - var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; + var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Capture : MoveFlags.Quiet; moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span var fieldIndex = BitOperations.BitScan(field); availableMoves = BitOperations.PopLsb(availableMoves); - var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; + var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Capture : MoveFlags.Quiet; moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span var fieldIndex = BitOperations.BitScan(field); availableMoves = BitOperations.PopLsb(availableMoves); - var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Kill : MoveFlags.None; + var flags = (field & boardState.Occupancy[enemyColor]) != 0 ? MoveFlags.Capture : MoveFlags.Quiet; moves[offset++] = new Move(from, fieldIndex, flags); } } @@ -52,7 +52,7 @@ public static int GetAvailableQMoves(BoardState boardState, int color, Span (byte)(_data & 0x3F); + public byte To => (byte)((_data >> 6) & 0x3F); + public MoveFlags Flags => (MoveFlags)(_data >> 12); public static Move Empty = new Move(); + private ushort _data; + public Move(byte from, byte to, MoveFlags flags) { - From = from; - To = to; - Flags = flags; + _data = from; + _data |= (ushort)(to << 6); + _data |= (ushort)((byte)flags << 12); } public Move(int from, int to, MoveFlags flags) { - From = (byte)from; - To = (byte)to; - Flags = flags; + _data = (ushort)from; + _data |= (ushort)(to << 6); + _data |= (ushort)((byte)flags << 12); } public static bool operator ==(Move a, Move b) { - return a.From == b.From && a.To == b.To && a.Flags == b.Flags; + return a._data == b._data; } public static bool operator !=(Move a, Move b) { - return a.From != b.From || a.To != b.To || a.Flags != b.Flags; + return a._data != b._data; } public override bool Equals(object obj) @@ -61,7 +62,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) { var from = Position.FromText(textNotation.Substring(0, 2)); var to = Position.FromText(textNotation.Substring(2, 2)); - var flags = textNotation.Length == 5 ? GetMoveFlags(textNotation[4]) : MoveFlags.None; + var flags = textNotation.Length == 5 ? GetMoveFlags(textNotation[4]) : MoveFlags.Quiet; Span moves = stackalloc Move[SearchConstants.MaxMovesCount]; var movesCount = board.GetAvailableMoves(moves); @@ -70,7 +71,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) { if (Position.FromFieldIndex(moves[i].From) == from && Position.FromFieldIndex(moves[i].To) == to) { - if (flags == MoveFlags.None || (moves[i].Flags & flags) != 0) + if (flags == MoveFlags.Quiet || (moves[i].Flags & flags) != 0) { return moves[i]; } @@ -82,7 +83,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) public bool IsQuiet() { - return Flags == MoveFlags.None || Flags == MoveFlags.DoublePush; + return Flags == MoveFlags.Quiet || Flags == MoveFlags.DoublePush; } public override string ToString() diff --git a/Cosette/Engine/Moves/MoveFlags.cs b/Cosette/Engine/Moves/MoveFlags.cs index 574c4c5..ba405b9 100644 --- a/Cosette/Engine/Moves/MoveFlags.cs +++ b/Cosette/Engine/Moves/MoveFlags.cs @@ -1,18 +1,28 @@ -using System; - -namespace Cosette.Engine.Moves +namespace Cosette.Engine.Moves { - [Flags] public enum MoveFlags : byte { - None = 0, - Kill = 1, - Castling = 2, - DoublePush = 4, - EnPassant = 8, - KnightPromotion = 16, - BishopPromotion = 32, - RookPromotion = 64, - QueenPromotion = 128 + Quiet = 0, + DoublePush = 1, + KingCastle = 2, + QueenCastle = 3, + Capture = 4, + EnPassant = 5, + KnightPromotion = 8, + BishopPromotion = 9, + RookPromotion = 10, + QueenPromotion = 11, + KnightPromotionCapture = 12, + BishopPromotionCapture = 13, + RookPromotionCapture = 14, + QueenPromotionCapture = 15 + } + + public static class MoveFlagFields + { + public static int Special0 = 1; + public static int Special1 = 2; + public static int Capture = 4; + public static int Promotion = 8; } } diff --git a/Cosette/Engine/Perft/AdvancedPerft.cs b/Cosette/Engine/Perft/AdvancedPerft.cs index b13d84a..73de47e 100644 --- a/Cosette/Engine/Perft/AdvancedPerft.cs +++ b/Cosette/Engine/Perft/AdvancedPerft.cs @@ -57,12 +57,12 @@ private static void UpdateResult(BoardState boardState, Span moves, int mo if (!boardState.IsKingChecked(ColorOperations.Invert(boardState.ColorToMove))) { - if ((moves[i].Flags & MoveFlags.Kill) != 0) + if (((byte)moves[i].Flags & MoveFlagFields.Capture) != 0) { result.Captures++; } - if ((moves[i].Flags & MoveFlags.Castling) != 0) + if (moves[i].Flags == MoveFlags.KingCastle || moves[i].Flags == MoveFlags.QueenCastle) { result.Castles++; } From 246ebb9f26479d6cb82f2c9f508aa3aed8604ab4 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 20:16:56 +0200 Subject: [PATCH 075/160] Update changelog --- CHANGELOG.md | 3 +++ 1 file changed, 3 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 37dc54c..9bd3e98 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -8,6 +8,9 @@ - Added ability to postpone moves generation before PV move check - Improved move ordering: better promotions are now prioritized - Added evaluation hash table + - Redefined and reduced size of Move structure (from 4 bytes to 2 bytes) + - Reduced size of TranspositionTableEntry (from 16 bytes to 12 bytes) + - Improved method of probing piece type at the specified field Estimated strength: ???? ELO From bc0fc0d0e8846d0ed6ab78b828153924308e1ff5 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 20:43:58 +0200 Subject: [PATCH 076/160] Fix style issues --- Cosette/Engine/Board/BoardState.cs | 35 +++++++++++++--------- Cosette/Engine/Moves/Move.cs | 42 +++++++++++++++++---------- Cosette/Engine/Perft/AdvancedPerft.cs | 2 +- 3 files changed, 48 insertions(+), 31 deletions(-) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index bbfa170..0c04e3a 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -800,24 +800,31 @@ public override string ToString() private int GetPromotionPiece(MoveFlags flags) { - if ((flags & MoveFlags.QueenPromotion) != 0) + switch (flags) { - return Piece.Queen; - } + case MoveFlags.QueenPromotion: + case MoveFlags.QueenPromotionCapture: + { + return Piece.Queen; + } - if ((flags & MoveFlags.RookPromotion) != 0) - { - return Piece.Rook; - } + case MoveFlags.RookPromotion: + case MoveFlags.RookPromotionCapture: + { + return Piece.Rook; + } - if ((flags & MoveFlags.BishopPromotion) != 0) - { - return Piece.Bishop; - } + case MoveFlags.BishopPromotion: + case MoveFlags.BishopPromotionCapture: + { + return Piece.Bishop; + } - if ((flags & MoveFlags.KnightPromotion) != 0) - { - return Piece.Knight; + case MoveFlags.KnightPromotion: + case MoveFlags.KnightPromotionCapture: + { + return Piece.Knight; + } } throw new InvalidOperationException(); diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index dd37949..b527acf 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -71,7 +71,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) { if (Position.FromFieldIndex(moves[i].From) == from && Position.FromFieldIndex(moves[i].To) == to) { - if (flags == MoveFlags.Quiet || (moves[i].Flags & flags) != 0) + if (flags == MoveFlags.Quiet || moves[i].Flags == flags) { return moves[i]; } @@ -101,24 +101,34 @@ public override string ToString() private string GetPromotionSymbol(MoveFlags flags) { - if ((flags & MoveFlags.KnightPromotion) != 0) + switch (flags) { - return "n"; - } - else if ((flags & MoveFlags.BishopPromotion) != 0) - { - return "b"; - } - else if((flags & MoveFlags.RookPromotion) != 0) - { - return "r"; - } - else if((flags & MoveFlags.QueenPromotion) != 0) - { - return "q"; + case MoveFlags.QueenPromotion: + case MoveFlags.QueenPromotionCapture: + { + return "q"; + } + + case MoveFlags.RookPromotion: + case MoveFlags.RookPromotionCapture: + { + return "r"; + } + + case MoveFlags.BishopPromotion: + case MoveFlags.BishopPromotionCapture: + { + return "b"; + } + + case MoveFlags.KnightPromotion: + case MoveFlags.KnightPromotionCapture: + { + return "n"; + } } - return null; + throw new InvalidOperationException(); } private static MoveFlags GetMoveFlags(char promotionPiece) diff --git a/Cosette/Engine/Perft/AdvancedPerft.cs b/Cosette/Engine/Perft/AdvancedPerft.cs index 73de47e..f0f3728 100644 --- a/Cosette/Engine/Perft/AdvancedPerft.cs +++ b/Cosette/Engine/Perft/AdvancedPerft.cs @@ -67,7 +67,7 @@ private static void UpdateResult(BoardState boardState, Span moves, int mo result.Castles++; } - if ((moves[i].Flags & MoveFlags.EnPassant) != 0) + if (moves[i].Flags == MoveFlags.EnPassant) { result.EnPassants++; result.Captures++; From f2b54b2867a9d099c91a650d6b9b4b3eacc87f14 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 22:02:29 +0200 Subject: [PATCH 077/160] Reduce size of EHT entry and PHT entry --- CHANGELOG.md | 2 +- Cosette/Engine/Ai/Search/SearchConstants.cs | 2 +- Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs | 6 +++--- Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs | 6 +++--- 4 files changed, 8 insertions(+), 8 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 9bd3e98..d04961f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,7 +9,7 @@ - Improved move ordering: better promotions are now prioritized - Added evaluation hash table - Redefined and reduced size of Move structure (from 4 bytes to 2 bytes) - - Reduced size of TranspositionTableEntry (from 16 bytes to 12 bytes) + - Reduced size of transposition table entry (from 16 bytes to 12 bytes), evaluation hash table entry (from 8 bytes to 4 bytes) and pawn hash table entry (from 8 bytes to 4 bytes) - Improved method of probing piece type at the specified field Estimated strength: ???? ELO diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 5e78dd9..c8b1130 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -8,7 +8,7 @@ public static class SearchConstants public const int MaxMovesCount = 128; public const int DefaultHashTableSize = 32; - public const int DefaultPawnHashTableSize = 1; + public const int DefaultPawnHashTableSize = 2; public const int DefaultEvaluationHashTableSize = 32; public const int NullWindowMinimalDepth = 5; diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs index de355aa..b5ba698 100644 --- a/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTableEntry.cs @@ -4,18 +4,18 @@ namespace Cosette.Engine.Ai.Transposition { public struct EvaluationHashTableEntry { - public uint Key { get; set; } + public ushort Key { get; set; } public short Score { get; set; } public EvaluationHashTableEntry(ulong hash, short score) { - Key = (uint)(hash >> 32); + Key = (ushort)(hash >> 48); Score = score; } public bool IsKeyValid(ulong hash) { - return Key == (uint)(hash >> 32); + return Key == hash >> 48; } } } diff --git a/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs b/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs index 87efebb..54a6ff5 100644 --- a/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs +++ b/Cosette/Engine/Ai/Transposition/PawnHashTableEntry.cs @@ -4,18 +4,18 @@ namespace Cosette.Engine.Ai.Transposition { public struct PawnHashTableEntry { - public uint Key { get; set; } + public ushort Key { get; set; } public short Score { get; set; } public PawnHashTableEntry(ulong hash, short score) { - Key = (uint)(hash >> 32); + Key = (ushort)(hash >> 48); Score = score; } public bool IsKeyValid(ulong hash) { - return Key == (uint)(hash >> 32); + return Key == hash >> 48; } } } From 1f38b4bafe1b65cfec1a24cf6b62713e162180b4 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 1 Oct 2020 22:36:56 +0200 Subject: [PATCH 078/160] Fix style issues --- Cosette/Engine/Moves/Move.cs | 15 ++++----------- 1 file changed, 4 insertions(+), 11 deletions(-) diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index b527acf..72da4c2 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -5,21 +5,14 @@ namespace Cosette.Engine.Moves { - public struct Move + public readonly struct Move { public byte From => (byte)(_data & 0x3F); public byte To => (byte)((_data >> 6) & 0x3F); public MoveFlags Flags => (MoveFlags)(_data >> 12); public static Move Empty = new Move(); - private ushort _data; - - public Move(byte from, byte to, MoveFlags flags) - { - _data = from; - _data |= (ushort)(to << 6); - _data |= (ushort)((byte)flags << 12); - } + private readonly ushort _data; public Move(int from, int to, MoveFlags flags) { @@ -55,7 +48,7 @@ public override bool Equals(object obj) public override int GetHashCode() { - return From ^ To ^ (byte)Flags; + return _data; } public static Move FromTextNotation(BoardState board, string textNotation) @@ -71,7 +64,7 @@ public static Move FromTextNotation(BoardState board, string textNotation) { if (Position.FromFieldIndex(moves[i].From) == from && Position.FromFieldIndex(moves[i].To) == to) { - if (flags == MoveFlags.Quiet || moves[i].Flags == flags) + if (flags == MoveFlags.Quiet || ((byte)moves[i].Flags & ~MoveFlagFields.Capture) == (byte)flags) { return moves[i]; } From 419fde27e9396530cdf5aeb4a7699a5ff633f07e Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 2 Oct 2020 13:59:07 +0200 Subject: [PATCH 079/160] Add hash table fill level statistics --- .../Engine/Ai/Score/EvaluationStatistics.cs | 8 +++--- .../Evaluators/PawnStructureEvaluator.cs | 4 +-- Cosette/Engine/Ai/Search/NegaMax.cs | 12 ++++----- Cosette/Engine/Ai/Search/QuiescenceSearch.cs | 4 +-- Cosette/Engine/Ai/Search/SearchStatistics.cs | 4 +-- .../Ai/Transposition/EvaluationHashTable.cs | 14 +++++++++++ .../Engine/Ai/Transposition/PawnHashTable.cs | 14 +++++++++++ .../Ai/Transposition/TranspositionTable.cs | 14 +++++++++++ .../Interactive/Commands/BenchmarkCommand.cs | 25 +++++++++++++------ 9 files changed, 76 insertions(+), 23 deletions(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs index 010d27a..f7b984e 100644 --- a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs +++ b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs @@ -2,14 +2,14 @@ { public class EvaluationStatistics { - public ulong PHTEntries { get; set; } - public ulong PHTCollisions { get; set; } + public ulong PHTAddedEntries { get; set; } + public ulong PHTReplacements { get; set; } public ulong PHTHits { get; set; } public ulong PHTNonHits { get; set; } public float PHTHitsPercent => (float)PHTHits * 100 / (PHTHits + PHTNonHits); - public ulong EHTEntries { get; set; } - public ulong EHTCollisions { get; set; } + public ulong EHTAddedEntries { get; set; } + public ulong EHTReplacements { get; set; } public ulong EHTHits { get; set; } public ulong EHTNonHits { get; set; } public float EHTHitsPercent => (float)EHTHits * 100 / (EHTHits + EHTNonHits); diff --git a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs index db29525..20e9744 100644 --- a/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs +++ b/Cosette/Engine/Ai/Score/Evaluators/PawnStructureEvaluator.cs @@ -55,7 +55,7 @@ public static int Evaluate(BoardState board, EvaluationStatistics statistics, fl if (entry.Key != 0 || entry.Score != 0) { - statistics.PHTCollisions++; + statistics.PHTReplacements++; } } #endif @@ -66,7 +66,7 @@ public static int Evaluate(BoardState board, EvaluationStatistics statistics, fl PawnHashTable.Add(board.PawnHash, (short)result); #if DEBUG - statistics.PHTEntries++; + statistics.PHTAddedEntries++; #endif return result; } diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 56c6174..9dc8c7e 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -117,11 +117,6 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al else { context.Statistics.TTNonHits++; - - if (entry.Flags != TranspositionTableEntryFlags.Invalid) - { - context.Statistics.TTCollisions++; - } } #endif @@ -262,7 +257,12 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al (byte)context.TranspositionTableEntryAge, bestMove, entryType); #if DEBUG - context.Statistics.TTEntries++; + if (entry.Flags != TranspositionTableEntryFlags.Invalid) + { + context.Statistics.TTReplacements++; + } + + context.Statistics.TTAddedEntries++; #endif } diff --git a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs index 46ad78e..b72ad8e 100644 --- a/Cosette/Engine/Ai/Search/QuiescenceSearch.cs +++ b/Cosette/Engine/Ai/Search/QuiescenceSearch.cs @@ -42,11 +42,11 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al #if DEBUG context.Statistics.EvaluationStatistics.EHTNonHits++; - context.Statistics.EvaluationStatistics.EHTEntries++; + context.Statistics.EvaluationStatistics.EHTAddedEntries++; if (evaluationEntry.Key != 0 || evaluationEntry.Score != 0) { - context.Statistics.EvaluationStatistics.EHTCollisions++; + context.Statistics.EvaluationStatistics.EHTReplacements++; } #endif } diff --git a/Cosette/Engine/Ai/Search/SearchStatistics.cs b/Cosette/Engine/Ai/Search/SearchStatistics.cs index 1c94252..04374ee 100644 --- a/Cosette/Engine/Ai/Search/SearchStatistics.cs +++ b/Cosette/Engine/Ai/Search/SearchStatistics.cs @@ -34,8 +34,8 @@ public class SearchStatistics public ulong QBetaCutoffs { get; set; } public ulong TotalBetaCutoffs => BetaCutoffs + QBetaCutoffs; - public ulong TTEntries { get; set; } - public ulong TTCollisions { get; set; } + public ulong TTAddedEntries { get; set; } + public ulong TTReplacements { get; set; } public ulong TTHits { get; set; } public ulong TTNonHits { get; set; } public float TTHitsPercent => (float) TTHits * 100 / (TTHits + TTNonHits); diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs index 485cdf8..7ca5ae2 100644 --- a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs @@ -25,6 +25,20 @@ public static EvaluationHashTableEntry Get(ulong hash) return _table[hash % _size]; } + public static float GetFillLevel() + { + var filledEntries = 0; + for (var i = 0; i < 1000; i++) + { + if (_table[i].Key != 0 || _table[i].Score != 0) + { + filledEntries++; + } + } + + return (float)filledEntries / 10; + } + public static void Clear() { Array.Clear(_table, 0, (int)_size); diff --git a/Cosette/Engine/Ai/Transposition/PawnHashTable.cs b/Cosette/Engine/Ai/Transposition/PawnHashTable.cs index 4fe7b4c..cd98838 100644 --- a/Cosette/Engine/Ai/Transposition/PawnHashTable.cs +++ b/Cosette/Engine/Ai/Transposition/PawnHashTable.cs @@ -25,6 +25,20 @@ public static PawnHashTableEntry Get(ulong hash) return _table[hash % _size]; } + public static float GetFillLevel() + { + var filledEntries = 0; + for (var i = 0; i < 1000; i++) + { + if (_table[i].Key != 0 || _table[i].Score != 0) + { + filledEntries++; + } + } + + return (float)filledEntries / 10; + } + public static void Clear() { Array.Clear(_table, 0, (int)_size); diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 5377ae9..7c49ff1 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -27,6 +27,20 @@ public static TranspositionTableEntry Get(ulong hash) return _table[hash % _size]; } + public static float GetFillLevel() + { + var filledEntries = 0; + for (var i = 0; i < 1000; i++) + { + if (_table[i].Key != 0 || _table[i].Score != 0) + { + filledEntries++; + } + } + + return (float)filledEntries / 10; + } + public static void Clear() { Array.Clear(_table, 0, (int)_size); diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 1b5f2b0..89af320 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -21,7 +21,8 @@ public BenchmarkCommand(InteractiveConsole interactiveConsole) public void Run(params string[] parameters) { TranspositionTable.Init(512); - PawnHashTable.Init(8); + PawnHashTable.Init(2); + EvaluationHashTable.Init(8); var stopwatch = Stopwatch.StartNew(); TestOpening(); @@ -99,18 +100,28 @@ private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics $"Q Beta cutoffs at first move: {statistics.QBetaCutoffsAtFirstMove} ({statistics.QBetaCutoffsAtFirstMovePercent:F} %)"); // Transposition statistics - _interactiveConsole.WriteLine($" Transposition: Entries: {statistics.TTEntries}, Hits: {statistics.TTHits} ({statistics.TTHitsPercent:F} %), " + - $"NonHits: {statistics.TTNonHits}, Collisions: {statistics.TTCollisions}"); + _interactiveConsole.WriteLine($" TT: " + + $"Added: {statistics.TTAddedEntries}, " + + $"Replacements: {statistics.TTReplacements}, " + + $"Hits: {statistics.TTHits} ({statistics.TTHitsPercent:F} %), " + + $"Missed: {statistics.TTNonHits}, " + + $"Filled: {TranspositionTable.GetFillLevel():F} %"); // Pawn hash table statistics - _interactiveConsole.WriteLine($" Pawn hash table: Entries: {statistics.EvaluationStatistics.PHTEntries}, " + + _interactiveConsole.WriteLine($" PHT: " + + $"Added: {statistics.EvaluationStatistics.PHTAddedEntries}, " + + $"Replacements: {statistics.EvaluationStatistics.PHTReplacements}, " + $"Hits: {statistics.EvaluationStatistics.PHTHits} ({statistics.EvaluationStatistics.PHTHitsPercent:F} %), " + - $"NonHits: {statistics.EvaluationStatistics.PHTNonHits}, Collisions: {statistics.EvaluationStatistics.PHTCollisions}"); + $"Missed: {statistics.EvaluationStatistics.PHTNonHits}, " + + $"Filled: {PawnHashTable.GetFillLevel():F} %"); // Evaluation hash table statistics - _interactiveConsole.WriteLine($" Evaluation hash table: Entries: {statistics.EvaluationStatistics.EHTEntries}, " + + _interactiveConsole.WriteLine($" EHT: " + + $"Added: {statistics.EvaluationStatistics.EHTAddedEntries}, " + + $"Replacements: {statistics.EvaluationStatistics.EHTReplacements}, " + $"Hits: {statistics.EvaluationStatistics.EHTHits} ({statistics.EvaluationStatistics.EHTHitsPercent:F} %), " + - $"NonHits: {statistics.EvaluationStatistics.EHTNonHits}, Collisions: {statistics.EvaluationStatistics.EHTCollisions}"); + $"Missed: {statistics.EvaluationStatistics.EHTNonHits}, " + + $"Filled: {EvaluationHashTable.GetFillLevel():F} %"); #endif From 763c7f11bd1ac873a4014c5254ef88a3d0205361 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 2 Oct 2020 15:41:15 +0200 Subject: [PATCH 080/160] Add better hash tables memory management --- Cosette/Engine/Ai/Search/SearchConstants.cs | 4 --- .../Ai/Transposition/EvaluationHashTable.cs | 4 +-- .../Ai/Transposition/HashTableAllocator.cs | 28 +++++++++++++++++++ .../Ai/Transposition/HashTableConstants.cs | 9 ++++++ .../Engine/Ai/Transposition/PawnHashTable.cs | 4 +-- .../Ai/Transposition/TranspositionTable.cs | 4 +-- .../Interactive/Commands/BenchmarkCommand.cs | 4 +-- Cosette/Program.cs | 4 +-- Cosette/Uci/Commands/SetOptionCommand.cs | 5 ++-- Cosette/Uci/UciClient.cs | 7 ++--- 10 files changed, 49 insertions(+), 24 deletions(-) create mode 100644 Cosette/Engine/Ai/Transposition/HashTableAllocator.cs create mode 100644 Cosette/Engine/Ai/Transposition/HashTableConstants.cs diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index c8b1130..5a44763 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -7,10 +7,6 @@ public static class SearchConstants public const int MaxDepth = 32; public const int MaxMovesCount = 128; - public const int DefaultHashTableSize = 32; - public const int DefaultPawnHashTableSize = 2; - public const int DefaultEvaluationHashTableSize = 32; - public const int NullWindowMinimalDepth = 5; public const int NullWindowDepthReduction = 3; diff --git a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs index 7ca5ae2..165ef34 100644 --- a/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs +++ b/Cosette/Engine/Ai/Transposition/EvaluationHashTable.cs @@ -7,11 +7,11 @@ public class EvaluationHashTable private static EvaluationHashTableEntry[] _table; private static ulong _size; - public static unsafe void Init(ulong sizeMegabytes) + public static unsafe void Init(int sizeMegabytes) { var entrySize = sizeof(EvaluationHashTableEntry); - _size = sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; + _size = (ulong)sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; _table = new EvaluationHashTableEntry[_size]; } diff --git a/Cosette/Engine/Ai/Transposition/HashTableAllocator.cs b/Cosette/Engine/Ai/Transposition/HashTableAllocator.cs new file mode 100644 index 0000000..4900963 --- /dev/null +++ b/Cosette/Engine/Ai/Transposition/HashTableAllocator.cs @@ -0,0 +1,28 @@ +using System; + +namespace Cosette.Engine.Ai.Transposition +{ + public static class HashTableAllocator + { + public static void Allocate() + { + Allocate(HashTableConstants.DefaultHashTablesSize); + } + + public static void Allocate(int megabytes) + { + var pawnHashTableSize = Math.Max(1, megabytes / HashTableConstants.PawnHashTableSizeDivider); + var evaluationHashTableSize = Math.Max(1, megabytes / HashTableConstants.EvaluationHashTableSizeDivider); + var transpositionTableSize = megabytes - pawnHashTableSize - evaluationHashTableSize; + + Allocate(transpositionTableSize, pawnHashTableSize, evaluationHashTableSize); + } + + public static void Allocate(int transpositionTableMegabytes, int evaluationHashTableMegabytes, int pawnHashTableMegabytes) + { + TranspositionTable.Init(transpositionTableMegabytes); + PawnHashTable.Init(evaluationHashTableMegabytes); + EvaluationHashTable.Init(pawnHashTableMegabytes); + } + } +} diff --git a/Cosette/Engine/Ai/Transposition/HashTableConstants.cs b/Cosette/Engine/Ai/Transposition/HashTableConstants.cs new file mode 100644 index 0000000..3c1ae6f --- /dev/null +++ b/Cosette/Engine/Ai/Transposition/HashTableConstants.cs @@ -0,0 +1,9 @@ +namespace Cosette.Engine.Ai.Transposition +{ + public static class HashTableConstants + { + public const int DefaultHashTablesSize = 32; + public const int PawnHashTableSizeDivider = 256; + public const int EvaluationHashTableSizeDivider = 8; + } +} diff --git a/Cosette/Engine/Ai/Transposition/PawnHashTable.cs b/Cosette/Engine/Ai/Transposition/PawnHashTable.cs index cd98838..9e3ffcc 100644 --- a/Cosette/Engine/Ai/Transposition/PawnHashTable.cs +++ b/Cosette/Engine/Ai/Transposition/PawnHashTable.cs @@ -7,11 +7,11 @@ public static class PawnHashTable private static PawnHashTableEntry[] _table; private static ulong _size; - public static unsafe void Init(ulong sizeMegabytes) + public static unsafe void Init(int sizeMegabytes) { var entrySize = sizeof(PawnHashTableEntry); - _size = sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; + _size = (ulong)sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; _table = new PawnHashTableEntry[_size]; } diff --git a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs index 7c49ff1..f5df9b5 100644 --- a/Cosette/Engine/Ai/Transposition/TranspositionTable.cs +++ b/Cosette/Engine/Ai/Transposition/TranspositionTable.cs @@ -9,11 +9,11 @@ public static class TranspositionTable private static TranspositionTableEntry[] _table; private static ulong _size; - public static unsafe void Init(ulong sizeMegabytes) + public static unsafe void Init(int sizeMegabytes) { var entrySize = sizeof(TranspositionTableEntry); - _size = sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; + _size = (ulong)sizeMegabytes * 1024ul * 1024ul / (ulong)entrySize; _table = new TranspositionTableEntry[_size]; } diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 89af320..3f68278 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -20,9 +20,7 @@ public BenchmarkCommand(InteractiveConsole interactiveConsole) public void Run(params string[] parameters) { - TranspositionTable.Init(512); - PawnHashTable.Init(2); - EvaluationHashTable.Init(8); + HashTableAllocator.Allocate(512); var stopwatch = Stopwatch.StartNew(); TestOpening(); diff --git a/Cosette/Program.cs b/Cosette/Program.cs index 93e6c17..5d1e06a 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -11,9 +11,7 @@ public class Program { private static void Main() { - TranspositionTable.Init(SearchConstants.DefaultHashTableSize); - PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); - EvaluationHashTable.Init(SearchConstants.DefaultEvaluationHashTableSize); + HashTableAllocator.Allocate(); MagicBitboards.InitWithInternalKeys(); new InteractiveConsole().Run(); diff --git a/Cosette/Uci/Commands/SetOptionCommand.cs b/Cosette/Uci/Commands/SetOptionCommand.cs index d824b3d..5ab1dc3 100644 --- a/Cosette/Uci/Commands/SetOptionCommand.cs +++ b/Cosette/Uci/Commands/SetOptionCommand.cs @@ -18,10 +18,9 @@ public void Run(params string[] parameters) { case "Hash": { - var transpositionTableSize = ulong.Parse(parameters[3]); + var hashTablesSize = int.Parse(parameters[3]); + HashTableAllocator.Allocate(hashTablesSize); - TranspositionTable.Init(transpositionTableSize - SearchConstants.DefaultPawnHashTableSize - SearchConstants.DefaultEvaluationHashTableSize); - PawnHashTable.Init(SearchConstants.DefaultPawnHashTableSize); break; } } diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 41d597c..4bef086 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -5,6 +5,7 @@ using Cosette.Engine.Ai.Score; using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Ai.Search; +using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -90,11 +91,7 @@ private void SendAuthor() private void SendOptions() { - var defaultHashTablesSize = SearchConstants.DefaultHashTableSize + - SearchConstants.DefaultPawnHashTableSize + - SearchConstants.DefaultEvaluationHashTableSize; - - Send($"option name Hash type spin default {defaultHashTablesSize} min 1 max 2048"); + Send($"option name Hash type spin default {HashTableConstants.DefaultHashTablesSize} min 3 max 65536"); Send("uciok"); } From c650e18a3c91e79cd05a35bacd8f0551439f5aa8 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 2 Oct 2020 16:03:37 +0200 Subject: [PATCH 081/160] Adjust hash tables size --- Cosette/Engine/Ai/Score/EvaluationStatistics.cs | 2 ++ Cosette/Engine/Ai/Search/SearchStatistics.cs | 1 + Cosette/Engine/Ai/Transposition/HashTableConstants.cs | 11 +++++++++-- Cosette/Interactive/Commands/BenchmarkCommand.cs | 6 +++--- 4 files changed, 15 insertions(+), 5 deletions(-) diff --git a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs index f7b984e..4e58a4a 100644 --- a/Cosette/Engine/Ai/Score/EvaluationStatistics.cs +++ b/Cosette/Engine/Ai/Score/EvaluationStatistics.cs @@ -7,11 +7,13 @@ public class EvaluationStatistics public ulong PHTHits { get; set; } public ulong PHTNonHits { get; set; } public float PHTHitsPercent => (float)PHTHits * 100 / (PHTHits + PHTNonHits); + public float PHTReplacesPercent => (float)PHTReplacements * 100 / PHTAddedEntries; public ulong EHTAddedEntries { get; set; } public ulong EHTReplacements { get; set; } public ulong EHTHits { get; set; } public ulong EHTNonHits { get; set; } public float EHTHitsPercent => (float)EHTHits * 100 / (EHTHits + EHTNonHits); + public float EHTReplacesPercent => (float)EHTReplacements * 100 / EHTAddedEntries; } } diff --git a/Cosette/Engine/Ai/Search/SearchStatistics.cs b/Cosette/Engine/Ai/Search/SearchStatistics.cs index 04374ee..d984280 100644 --- a/Cosette/Engine/Ai/Search/SearchStatistics.cs +++ b/Cosette/Engine/Ai/Search/SearchStatistics.cs @@ -39,6 +39,7 @@ public class SearchStatistics public ulong TTHits { get; set; } public ulong TTNonHits { get; set; } public float TTHitsPercent => (float) TTHits * 100 / (TTHits + TTNonHits); + public float TTReplacesPercent => (float) TTReplacements * 100 / TTAddedEntries; public int BetaCutoffsAtFirstMove { get; set; } public int QBetaCutoffsAtFirstMove { get; set; } diff --git a/Cosette/Engine/Ai/Transposition/HashTableConstants.cs b/Cosette/Engine/Ai/Transposition/HashTableConstants.cs index 3c1ae6f..d0efd79 100644 --- a/Cosette/Engine/Ai/Transposition/HashTableConstants.cs +++ b/Cosette/Engine/Ai/Transposition/HashTableConstants.cs @@ -3,7 +3,14 @@ public static class HashTableConstants { public const int DefaultHashTablesSize = 32; - public const int PawnHashTableSizeDivider = 256; - public const int EvaluationHashTableSizeDivider = 8; + + /* + * For every 128 megabytes of memory, there are: + * - 105 megabytes of transposition table + * - 21 megabytes of evaluation hash table + * - 2 megabyte of pawn hash table + */ + public const int PawnHashTableSizeDivider = 64; + public const int EvaluationHashTableSizeDivider = 6; } } diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index 3f68278..a953780 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -100,7 +100,7 @@ private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics // Transposition statistics _interactiveConsole.WriteLine($" TT: " + $"Added: {statistics.TTAddedEntries}, " + - $"Replacements: {statistics.TTReplacements}, " + + $"Replacements: {statistics.TTReplacements} ({statistics.TTReplacesPercent:F} %), " + $"Hits: {statistics.TTHits} ({statistics.TTHitsPercent:F} %), " + $"Missed: {statistics.TTNonHits}, " + $"Filled: {TranspositionTable.GetFillLevel():F} %"); @@ -108,7 +108,7 @@ private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics // Pawn hash table statistics _interactiveConsole.WriteLine($" PHT: " + $"Added: {statistics.EvaluationStatistics.PHTAddedEntries}, " + - $"Replacements: {statistics.EvaluationStatistics.PHTReplacements}, " + + $"Replacements: {statistics.EvaluationStatistics.PHTReplacements} ({statistics.EvaluationStatistics.PHTReplacesPercent:F} %), " + $"Hits: {statistics.EvaluationStatistics.PHTHits} ({statistics.EvaluationStatistics.PHTHitsPercent:F} %), " + $"Missed: {statistics.EvaluationStatistics.PHTNonHits}, " + $"Filled: {PawnHashTable.GetFillLevel():F} %"); @@ -116,7 +116,7 @@ private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics // Evaluation hash table statistics _interactiveConsole.WriteLine($" EHT: " + $"Added: {statistics.EvaluationStatistics.EHTAddedEntries}, " + - $"Replacements: {statistics.EvaluationStatistics.EHTReplacements}, " + + $"Replacements: {statistics.EvaluationStatistics.EHTReplacements} ({statistics.EvaluationStatistics.EHTReplacesPercent:F} %), " + $"Hits: {statistics.EvaluationStatistics.EHTHits} ({statistics.EvaluationStatistics.EHTHitsPercent:F} %), " + $"Missed: {statistics.EvaluationStatistics.EHTNonHits}, " + $"Filled: {EvaluationHashTable.GetFillLevel():F} %"); From 98d00603b740c418fc59706e1018dad7a099ed50 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 00:57:29 +0200 Subject: [PATCH 082/160] Add experimental futility pruning --- Cosette/Engine/Ai/Search/NegaMax.cs | 164 +++++++++++++++++++--------- Cosette/Engine/Board/BoardState.cs | 6 +- 2 files changed, 116 insertions(+), 54 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 9dc8c7e..8cb491b 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -1,6 +1,7 @@ using System; using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Score; +using Cosette.Engine.Ai.Score.Evaluators; using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Board; using Cosette.Engine.Common; @@ -119,8 +120,9 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al context.Statistics.TTNonHits++; } #endif - - if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode)) + + var kingChecked = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); + if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode, kingChecked)) { context.BoardState.MakeNullMove(); var score = -FindBestMove(context, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false); @@ -150,79 +152,126 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al movesCount = 1; } - var pvs = true; - for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) + var futilityScore = 0; + var evaluationEntry = EvaluationHashTable.Get(context.BoardState.Hash); + if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) { - MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); + futilityScore = evaluationEntry.Score; - if (context.MoveRestrictions != null && ply == 0) - { - if (!context.MoveRestrictions.Contains(moves[moveIndex])) - { - continue; - } - } +#if DEBUG + context.Statistics.EvaluationStatistics.EHTHits++; +#endif + } + else + { + futilityScore = Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); + EvaluationHashTable.Add(context.BoardState.Hash, (short)futilityScore); - context.BoardState.MakeMove(moves[moveIndex]); +#if DEBUG + context.Statistics.EvaluationStatistics.EHTNonHits++; + context.Statistics.EvaluationStatistics.EHTAddedEntries++; - var score = 0; - if (pvs) + if (evaluationEntry.Key != 0 || evaluationEntry.Score != 0) { - score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); - pvs = false; + context.Statistics.EvaluationStatistics.EHTReplacements++; } - else +#endif + } + + var pvs = true; + var containsTestedMove = false; + + for (var pass = 0; pass < 2 && !containsTestedMove; pass++) + { + var futilityPruningAllowed = pass == 0; + for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { - var reducedDepth = depth; - if (LMRCanBeApplied(context.BoardState, depth, moveIndex, moves)) + if (pass == 0) { - reducedDepth = LMRGetReducedDepth(depth, pvNode); + MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); } - score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); - if (score > alpha) + if (context.MoveRestrictions != null && ply == 0) { - score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); + if (!context.MoveRestrictions.Contains(moves[moveIndex])) + { + continue; + } } - } - context.BoardState.UndoMove(moves[moveIndex]); + context.BoardState.MakeMove(moves[moveIndex]); - if (score > alpha) - { - alpha = score; - bestMove = moves[moveIndex]; + var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - if (alpha >= beta) + if (futilityPruningAllowed && FutilityPruningCanBeApplied(depth, alpha, moves[moveIndex].Flags, pvNode, kingCheckedAfterMove) && + futilityScore + 300 + (depth - 1) * 300 < alpha) { - if (moves[moveIndex].IsQuiet()) - { - KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); - HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); - } + context.BoardState.UndoMove(moves[moveIndex]); + } + else + { + containsTestedMove = true; -#if DEBUG - if (moveIndex == 0) + var score = 0; + if (pvs) { - context.Statistics.BetaCutoffsAtFirstMove++; + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); + pvs = false; } else { - context.Statistics.BetaCutoffsNotAtFirstMove++; + var reducedDepth = depth; + if (LMRCanBeApplied(depth, kingCheckedAfterMove, moveIndex, moves)) + { + reducedDepth = LMRGetReducedDepth(depth, pvNode); + } + + score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); + if (score > alpha) + { + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); + } } + + context.BoardState.UndoMove(moves[moveIndex]); + + if (score > alpha) + { + alpha = score; + bestMove = moves[moveIndex]; + + if (alpha >= beta) + { + if (moves[moveIndex].IsQuiet()) + { + KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); + HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); + } + +#if DEBUG + if (moveIndex == 0) + { + context.Statistics.BetaCutoffsAtFirstMove++; + } + else + { + context.Statistics.BetaCutoffsNotAtFirstMove++; + } #endif - context.Statistics.BetaCutoffs++; - break; + context.Statistics.BetaCutoffs++; + break; + } + } } - } - if (!movesGenerated) - { - movesCount = context.BoardState.GetAvailableMoves(moves); - MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); - MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, 0); - movesGenerated = true; + if (!movesGenerated) + { + movesCount = context.BoardState.GetAvailableMoves(moves); + MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); + MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, 0); + movesGenerated = true; + } } } @@ -269,16 +318,25 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return alpha; } - private static bool NullWindowCanBeApplied(BoardState board, int depth, bool allowNullMove, bool pvNode) + private static bool NullWindowCanBeApplied(BoardState board, int depth, bool allowNullMove, bool pvNode, bool kingChecked) { return !pvNode && allowNullMove && depth >= SearchConstants.NullWindowMinimalDepth && - board.GetGamePhase() == GamePhase.Opening && !board.IsKingChecked(board.ColorToMove); + board.GetGamePhase() == GamePhase.Opening && !kingChecked; } - private static bool LMRCanBeApplied(BoardState board, int depth, int moveIndex, Span moves) + private static bool LMRCanBeApplied(int depth, bool kingChecked, int moveIndex, Span moves) { return depth >= SearchConstants.LMRMinimalDepth && moveIndex > SearchConstants.LMRMovesWithoutReduction && - moves[moveIndex].IsQuiet() && !board.IsKingChecked(board.ColorToMove); + moves[moveIndex].IsQuiet() && !kingChecked; + } + + private static bool FutilityPruningCanBeApplied(int depth, int alpha, MoveFlags moveFlags, bool pvNode, bool kingChecked) + { + return depth >= 1 && depth <= 3 && + !IterativeDeepening.IsScoreNearCheckmate(alpha) && + (moveFlags == MoveFlags.Quiet || moveFlags == MoveFlags.DoublePush || moveFlags == MoveFlags.KingCastle || moveFlags == MoveFlags.QueenCastle) && + !pvNode && + !kingChecked; } private static int LMRGetReducedDepth(int depth, bool pvNode) diff --git a/Cosette/Engine/Board/BoardState.cs b/Cosette/Engine/Board/BoardState.cs index 0c04e3a..b014752 100644 --- a/Cosette/Engine/Board/BoardState.cs +++ b/Cosette/Engine/Board/BoardState.cs @@ -663,8 +663,12 @@ public byte GetAttackingPiecesWithColor(int color, int fieldIndex) public bool IsKingChecked(int color) { var king = Pieces[color][Piece.King]; - var kingField = BitOperations.BitScan(king); + if (king == 0) + { + return false; + } + var kingField = BitOperations.BitScan(king); return IsFieldAttacked(color, (byte)kingField); } From ce2417b02e8572a2b05663ae926c0c0b9824cd9d Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 01:52:05 +0200 Subject: [PATCH 083/160] Adjust futility pruning margin --- Cosette/Engine/Ai/Search/NegaMax.cs | 19 +++++++++++-------- 1 file changed, 11 insertions(+), 8 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 8cb491b..5f8513d 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -183,7 +183,12 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al for (var pass = 0; pass < 2 && !containsTestedMove; pass++) { - var futilityPruningAllowed = pass == 0; + var futilityPruningAllowed = + pass == 0 && + !pvNode && + depth <= 3 && + futilityScore + 350 + (depth - 1) * 300 < alpha; + for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { if (pass == 0) @@ -203,8 +208,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - if (futilityPruningAllowed && FutilityPruningCanBeApplied(depth, alpha, moves[moveIndex].Flags, pvNode, kingCheckedAfterMove) && - futilityScore + 300 + (depth - 1) * 300 < alpha) + if (futilityPruningAllowed && FutilityPruningCanBeApplied(alpha, beta, moves[moveIndex].Flags, kingCheckedAfterMove)) { context.BoardState.UndoMove(moves[moveIndex]); } @@ -330,12 +334,11 @@ private static bool LMRCanBeApplied(int depth, bool kingChecked, int moveIndex, moves[moveIndex].IsQuiet() && !kingChecked; } - private static bool FutilityPruningCanBeApplied(int depth, int alpha, MoveFlags moveFlags, bool pvNode, bool kingChecked) + private static bool FutilityPruningCanBeApplied(int alpha, int beta, MoveFlags moveFlags, bool kingChecked) { - return depth >= 1 && depth <= 3 && - !IterativeDeepening.IsScoreNearCheckmate(alpha) && - (moveFlags == MoveFlags.Quiet || moveFlags == MoveFlags.DoublePush || moveFlags == MoveFlags.KingCastle || moveFlags == MoveFlags.QueenCastle) && - !pvNode && + return (moveFlags == MoveFlags.Quiet || moveFlags == MoveFlags.DoublePush || moveFlags == MoveFlags.KingCastle || moveFlags == MoveFlags.QueenCastle) && + !IterativeDeepening.IsScoreNearCheckmate(alpha) && + !IterativeDeepening.IsScoreNearCheckmate(beta) && !kingChecked; } From 63bf3620c4033a40e0c70bdc8c7b96200a839e40 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 10:56:22 +0200 Subject: [PATCH 084/160] Refactoring of futility pruning --- Cosette/Engine/Ai/Search/NegaMax.cs | 62 +++++++++++---------- Cosette/Engine/Ai/Search/SearchConstants.cs | 3 + 2 files changed, 37 insertions(+), 28 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 5f8513d..f79947a 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -152,30 +152,35 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al movesCount = 1; } - var futilityScore = 0; - var evaluationEntry = EvaluationHashTable.Get(context.BoardState.Hash); - if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) + short futilityScore = 0; + var futilityPruningAllowed = FutilityPruningCanBeAppliedToNode(depth, alpha, beta, pvNode, kingChecked); + + if (futilityPruningAllowed) { - futilityScore = evaluationEntry.Score; + var evaluationEntry = EvaluationHashTable.Get(context.BoardState.Hash); + if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) + { + futilityScore = evaluationEntry.Score; #if DEBUG - context.Statistics.EvaluationStatistics.EHTHits++; + context.Statistics.EvaluationStatistics.EHTHits++; #endif - } - else - { - futilityScore = Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); - EvaluationHashTable.Add(context.BoardState.Hash, (short)futilityScore); + } + else + { + futilityScore = (short)Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); + EvaluationHashTable.Add(context.BoardState.Hash, futilityScore); #if DEBUG - context.Statistics.EvaluationStatistics.EHTNonHits++; - context.Statistics.EvaluationStatistics.EHTAddedEntries++; + context.Statistics.EvaluationStatistics.EHTNonHits++; + context.Statistics.EvaluationStatistics.EHTAddedEntries++; - if (evaluationEntry.Key != 0 || evaluationEntry.Score != 0) - { - context.Statistics.EvaluationStatistics.EHTReplacements++; - } + if (evaluationEntry.Key != 0 || evaluationEntry.Score != 0) + { + context.Statistics.EvaluationStatistics.EHTReplacements++; + } #endif + } } var pvs = true; @@ -183,12 +188,6 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al for (var pass = 0; pass < 2 && !containsTestedMove; pass++) { - var futilityPruningAllowed = - pass == 0 && - !pvNode && - depth <= 3 && - futilityScore + 350 + (depth - 1) * 300 < alpha; - for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { if (pass == 0) @@ -207,8 +206,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al context.BoardState.MakeMove(moves[moveIndex]); var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - - if (futilityPruningAllowed && FutilityPruningCanBeApplied(alpha, beta, moves[moveIndex].Flags, kingCheckedAfterMove)) + if (pass == 0 && futilityPruningAllowed && FutilityPruningCanBeAppliedToMove(depth, futilityScore, alpha, moves[moveIndex].IsQuiet(), kingCheckedAfterMove)) { context.BoardState.UndoMove(moves[moveIndex]); } @@ -334,12 +332,20 @@ private static bool LMRCanBeApplied(int depth, bool kingChecked, int moveIndex, moves[moveIndex].IsQuiet() && !kingChecked; } - private static bool FutilityPruningCanBeApplied(int alpha, int beta, MoveFlags moveFlags, bool kingChecked) + private static bool FutilityPruningCanBeAppliedToNode(int depth, int alpha, int beta, bool pvNode, bool parentKingChecked) + { + return depth <= 3 && + !pvNode && + !parentKingChecked && + !IterativeDeepening.IsScoreNearCheckmate(beta); + } + + private static bool FutilityPruningCanBeAppliedToMove(int depth, short futilityScore, int alpha, bool quietMove, bool kingChecked) { - return (moveFlags == MoveFlags.Quiet || moveFlags == MoveFlags.DoublePush || moveFlags == MoveFlags.KingCastle || moveFlags == MoveFlags.QueenCastle) && + return quietMove && + !kingChecked && !IterativeDeepening.IsScoreNearCheckmate(alpha) && - !IterativeDeepening.IsScoreNearCheckmate(beta) && - !kingChecked; + futilityScore + SearchConstants.FutilityPruningBaseMargin + (depth - 1) * SearchConstants.FutilityPruningMarginIncrementation <= alpha; } private static int LMRGetReducedDepth(int depth, bool pvNode) diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 5a44763..b4bcdcf 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -14,5 +14,8 @@ public static class SearchConstants public const int LMRMovesWithoutReduction = 2; public const int LMRPvNodeDepthReduction = 1; public const int LMRNonPvNodeDepthDivisor = 3; + + public const int FutilityPruningBaseMargin = 350; + public const int FutilityPruningMarginIncrementation = 300; } } From 6e3eb912fdc60d705bd131ae89861a7e28ff21ef Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 13:16:17 +0200 Subject: [PATCH 085/160] Return correct value when every move has been pruned --- Cosette/Engine/Ai/Search/NegaMax.cs | 135 ++++++++++---------- Cosette/Engine/Ai/Search/SearchConstants.cs | 5 +- 2 files changed, 71 insertions(+), 69 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index f79947a..7d738a8 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -153,9 +153,10 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } short futilityScore = 0; - var futilityPruningAllowed = FutilityPruningCanBeAppliedToNode(depth, alpha, beta, pvNode, kingChecked); + var futilityAllowed = FutilityPruningCanBeAppliedToNode(depth, alpha, beta, pvNode, kingChecked); + var futilityMargin = SearchConstants.FutilityPruningBaseMargin + (depth - 1) * SearchConstants.FutilityPruningMarginIncrementation; - if (futilityPruningAllowed) + if (futilityAllowed) { var evaluationEntry = EvaluationHashTable.Get(context.BoardState.Hash); if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) @@ -186,94 +187,88 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var pvs = true; var containsTestedMove = false; - for (var pass = 0; pass < 2 && !containsTestedMove; pass++) + for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { - for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) + MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); + + if (context.MoveRestrictions != null && ply == 0) { - if (pass == 0) + if (!context.MoveRestrictions.Contains(moves[moveIndex])) { - MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); + continue; } + } - if (context.MoveRestrictions != null && ply == 0) - { - if (!context.MoveRestrictions.Contains(moves[moveIndex])) - { - continue; - } - } + context.BoardState.MakeMove(moves[moveIndex]); - context.BoardState.MakeMove(moves[moveIndex]); + var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); + if (futilityAllowed && FutilityPruningCanBeAppliedToMove(futilityScore, (short)futilityMargin, alpha, moves[moveIndex].IsQuiet(), kingCheckedAfterMove)) + { + context.BoardState.UndoMove(moves[moveIndex]); + } + else + { + containsTestedMove = true; - var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - if (pass == 0 && futilityPruningAllowed && FutilityPruningCanBeAppliedToMove(depth, futilityScore, alpha, moves[moveIndex].IsQuiet(), kingCheckedAfterMove)) + var score = 0; + if (pvs) { - context.BoardState.UndoMove(moves[moveIndex]); + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); + pvs = false; } else { - containsTestedMove = true; + var reducedDepth = depth; + if (LMRCanBeApplied(depth, kingCheckedAfterMove, moveIndex, moves)) + { + reducedDepth = LMRGetReducedDepth(depth, pvNode); + } - var score = 0; - if (pvs) + score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); + if (score > alpha) { score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); - pvs = false; } - else - { - var reducedDepth = depth; - if (LMRCanBeApplied(depth, kingCheckedAfterMove, moveIndex, moves)) - { - reducedDepth = LMRGetReducedDepth(depth, pvNode); - } + } - score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); - if (score > alpha) - { - score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); - } - } + context.BoardState.UndoMove(moves[moveIndex]); - context.BoardState.UndoMove(moves[moveIndex]); + if (score > alpha) + { + alpha = score; + bestMove = moves[moveIndex]; - if (score > alpha) + if (alpha >= beta) { - alpha = score; - bestMove = moves[moveIndex]; - - if (alpha >= beta) + if (moves[moveIndex].IsQuiet()) { - if (moves[moveIndex].IsQuiet()) - { - KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); - HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); - } + KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); + HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); + } #if DEBUG - if (moveIndex == 0) - { - context.Statistics.BetaCutoffsAtFirstMove++; - } - else - { - context.Statistics.BetaCutoffsNotAtFirstMove++; - } + if (moveIndex == 0) + { + context.Statistics.BetaCutoffsAtFirstMove++; + } + else + { + context.Statistics.BetaCutoffsNotAtFirstMove++; + } #endif - context.Statistics.BetaCutoffs++; - break; - } + context.Statistics.BetaCutoffs++; + break; } } + } - if (!movesGenerated) - { - movesCount = context.BoardState.GetAvailableMoves(moves); - MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); - MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, 0); - movesGenerated = true; - } + if (!movesGenerated) + { + movesCount = context.BoardState.GetAvailableMoves(moves); + MoveOrdering.AssignValues(context.BoardState, moves, moveValues, movesCount, depth, bestMove); + MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, 0); + movesGenerated = true; } } @@ -292,6 +287,11 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } + if (!containsTestedMove) + { + alpha = futilityScore + futilityMargin; + } + if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { var valueToSave = alpha; @@ -334,18 +334,19 @@ private static bool LMRCanBeApplied(int depth, bool kingChecked, int moveIndex, private static bool FutilityPruningCanBeAppliedToNode(int depth, int alpha, int beta, bool pvNode, bool parentKingChecked) { - return depth <= 3 && + return depth <= SearchConstants.FutilityPruningMaxDepth && !pvNode && - !parentKingChecked && + !parentKingChecked && + !IterativeDeepening.IsScoreNearCheckmate(alpha) && !IterativeDeepening.IsScoreNearCheckmate(beta); } - private static bool FutilityPruningCanBeAppliedToMove(int depth, short futilityScore, int alpha, bool quietMove, bool kingChecked) + private static bool FutilityPruningCanBeAppliedToMove(short futilityScore, short futilityMargin, int alpha, bool quietMove, bool kingChecked) { return quietMove && !kingChecked && !IterativeDeepening.IsScoreNearCheckmate(alpha) && - futilityScore + SearchConstants.FutilityPruningBaseMargin + (depth - 1) * SearchConstants.FutilityPruningMarginIncrementation <= alpha; + futilityScore + futilityMargin <= alpha; } private static int LMRGetReducedDepth(int depth, bool pvNode) diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index b4bcdcf..3561512 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -15,7 +15,8 @@ public static class SearchConstants public const int LMRPvNodeDepthReduction = 1; public const int LMRNonPvNodeDepthDivisor = 3; - public const int FutilityPruningBaseMargin = 350; - public const int FutilityPruningMarginIncrementation = 300; + public const int FutilityPruningMaxDepth = 3; + public const int FutilityPruningBaseMargin = 300; + public const int FutilityPruningMarginIncrementation = 250; } } From 7ec8c7a8646beee9e593b8f410c087b8a557406c Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 16:55:42 +0200 Subject: [PATCH 086/160] Optimize check detection during futility pruning --- Cosette/Engine/Ai/Search/NegaMax.cs | 45 +++++++++++++++++++++++++++-- 1 file changed, 42 insertions(+), 3 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 7d738a8..474ba42 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -186,6 +186,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al var pvs = true; var containsTestedMove = false; + var kingCheckChecked = false; for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { @@ -199,15 +200,39 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - context.BoardState.MakeMove(moves[moveIndex]); + var moveDone = false; + var kingCheckedAfterMove = false; + if (futilityAllowed) + { + var fromPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].From) | + KnightMovesGenerator.GetMoves(moves[moveIndex].From); + var toPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].To) | + KnightMovesGenerator.GetMoves(moves[moveIndex].To); + var kings = context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King]; + + if ((fromPattern & kings) != 0 || (toPattern & kings) != 0) + { + context.BoardState.MakeMove(moves[moveIndex]); + kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); + moveDone = true; + } + + kingCheckChecked = true; + } - var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); if (futilityAllowed && FutilityPruningCanBeAppliedToMove(futilityScore, (short)futilityMargin, alpha, moves[moveIndex].IsQuiet(), kingCheckedAfterMove)) { - context.BoardState.UndoMove(moves[moveIndex]); + if (moveDone) + { + context.BoardState.UndoMove(moves[moveIndex]); + } } else { + if (!moveDone) + { + context.BoardState.MakeMove(moves[moveIndex]); + } containsTestedMove = true; var score = 0; @@ -218,6 +243,20 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } else { + if (!kingCheckChecked) + { + var fromPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].From) | + KnightMovesGenerator.GetMoves(moves[moveIndex].From); + var toPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].To) | + KnightMovesGenerator.GetMoves(moves[moveIndex].To); + var kings = context.BoardState.Pieces[Color.White][Piece.King] | context.BoardState.Pieces[Color.Black][Piece.King]; + + if ((fromPattern & kings) != 0 || (toPattern & kings) != 0) + { + kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); + } + } + var reducedDepth = depth; if (LMRCanBeApplied(depth, kingCheckedAfterMove, moveIndex, moves)) { From 8f0cb6f43d4147b8ca01cc0ad4d688a8d9d65229 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 17:02:04 +0200 Subject: [PATCH 087/160] Add Arbiter project --- Cosette.Arbiter/Cosette.Arbiter.csproj | 8 ++++++ Cosette.Arbiter/Program.cs | 12 +++++++++ Cosette.sln | 34 ++++++++++++++++++++++++++ 3 files changed, 54 insertions(+) create mode 100644 Cosette.Arbiter/Cosette.Arbiter.csproj create mode 100644 Cosette.Arbiter/Program.cs diff --git a/Cosette.Arbiter/Cosette.Arbiter.csproj b/Cosette.Arbiter/Cosette.Arbiter.csproj new file mode 100644 index 0000000..2082704 --- /dev/null +++ b/Cosette.Arbiter/Cosette.Arbiter.csproj @@ -0,0 +1,8 @@ + + + + Exe + net5.0 + + + diff --git a/Cosette.Arbiter/Program.cs b/Cosette.Arbiter/Program.cs new file mode 100644 index 0000000..ecb289c --- /dev/null +++ b/Cosette.Arbiter/Program.cs @@ -0,0 +1,12 @@ +using System; + +namespace Cosette.Arbiter +{ + class Program + { + static void Main(string[] args) + { + Console.WriteLine("Hello World!"); + } + } +} diff --git a/Cosette.sln b/Cosette.sln index 1ee82dc..ab406e8 100644 --- a/Cosette.sln +++ b/Cosette.sln @@ -15,30 +15,64 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Solution Items", "Solution README.md = README.md EndProjectSection EndProject +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Cosette.Arbiter", "Cosette.Arbiter\Cosette.Arbiter.csproj", "{DAB140A1-17EB-4688-8107-8C2AEA737AD6}" +EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution + BMI|Any CPU = BMI|Any CPU BMI|x64 = BMI|x64 + CCRL|Any CPU = CCRL|Any CPU CCRL|x64 = CCRL|x64 + Debug|Any CPU = Debug|Any CPU Debug|x64 = Debug|x64 + Release|Any CPU = Release|Any CPU Release|x64 = Release|x64 EndGlobalSection GlobalSection(ProjectConfigurationPlatforms) = postSolution + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|Any CPU.ActiveCfg = BMI|Any CPU + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|Any CPU.Build.0 = BMI|Any CPU {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|x64.ActiveCfg = BMI|x64 {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.BMI|x64.Build.0 = BMI|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|Any CPU.ActiveCfg = CCRL|Any CPU + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|Any CPU.Build.0 = CCRL|Any CPU {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|x64.ActiveCfg = CCRL|x64 {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.CCRL|x64.Build.0 = CCRL|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|Any CPU.Build.0 = Debug|Any CPU {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|x64.ActiveCfg = Debug|x64 {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Debug|x64.Build.0 = Debug|x64 + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|Any CPU.ActiveCfg = Release|Any CPU + {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|Any CPU.Build.0 = Release|Any CPU {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|x64.ActiveCfg = Release|x64 {B2BA9BD6-E1C2-437E-986D-A6C08568D770}.Release|x64.Build.0 = Release|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|Any CPU.ActiveCfg = BMI|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|x64.ActiveCfg = BMI|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.BMI|x64.Build.0 = BMI|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|Any CPU.ActiveCfg = CCRL|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|x64.ActiveCfg = CCRL|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.CCRL|x64.Build.0 = CCRL|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|Any CPU.ActiveCfg = Debug|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|x64.ActiveCfg = Debug|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Debug|x64.Build.0 = Debug|x64 + {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|Any CPU.ActiveCfg = Release|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|x64.ActiveCfg = Release|x64 {DB4710F3-2692-42AD-8B93-C77B823CEFEB}.Release|x64.Build.0 = Release|x64 + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.BMI|Any CPU.ActiveCfg = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.BMI|Any CPU.Build.0 = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.BMI|x64.ActiveCfg = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.BMI|x64.Build.0 = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.CCRL|Any CPU.ActiveCfg = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.CCRL|Any CPU.Build.0 = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.CCRL|x64.ActiveCfg = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.CCRL|x64.Build.0 = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Debug|Any CPU.Build.0 = Debug|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Debug|x64.ActiveCfg = Debug|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Debug|x64.Build.0 = Debug|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|Any CPU.ActiveCfg = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|Any CPU.Build.0 = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|x64.ActiveCfg = Release|Any CPU + {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|x64.Build.0 = Release|Any CPU EndGlobalSection GlobalSection(SolutionProperties) = preSolution HideSolutionNode = FALSE From 82d9dca822f4172579a03513516ea493766642bb Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 17:37:18 +0200 Subject: [PATCH 088/160] Add basic classes for arbiter --- .gitignore | 1 + Cosette.Arbiter/Cosette.Arbiter.csproj | 12 ++++++++- Cosette.Arbiter/Engine/EngineOperator.cs | 26 +++++++++++++++++++ Cosette.Arbiter/Program.cs | 6 +++-- Cosette.Arbiter/Settings/SettingsLoader.cs | 19 ++++++++++++++ Cosette.Arbiter/Settings/SettingsModel.cs | 22 ++++++++++++++++ .../Tournament/TournamentArbiter.cs | 26 +++++++++++++++++++ 7 files changed, 109 insertions(+), 3 deletions(-) create mode 100644 Cosette.Arbiter/Engine/EngineOperator.cs create mode 100644 Cosette.Arbiter/Settings/SettingsLoader.cs create mode 100644 Cosette.Arbiter/Settings/SettingsModel.cs create mode 100644 Cosette.Arbiter/Tournament/TournamentArbiter.cs diff --git a/.gitignore b/.gitignore index 26f2c7b..8626380 100644 --- a/.gitignore +++ b/.gitignore @@ -349,3 +349,4 @@ MigrationBackup/ .ionide/ /cloc.exe /cloc.bat +/Cosette.Arbiter/settings.json diff --git a/Cosette.Arbiter/Cosette.Arbiter.csproj b/Cosette.Arbiter/Cosette.Arbiter.csproj index 2082704..ff3224a 100644 --- a/Cosette.Arbiter/Cosette.Arbiter.csproj +++ b/Cosette.Arbiter/Cosette.Arbiter.csproj @@ -2,7 +2,17 @@ Exe - net5.0 + netcoreapp3.1 + + + + + + + PreserveNewest + + + diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs new file mode 100644 index 0000000..8faba90 --- /dev/null +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -0,0 +1,26 @@ +using System.Diagnostics; + +namespace Cosette.Arbiter.Engine +{ + public class EngineOperator + { + private string _name; + private string _enginePath; + private Process _engineProcess; + + public EngineOperator(string name, string path) + { + _name = name; + _enginePath = path; + } + + public void Init() + { + _engineProcess = Process.Start(new ProcessStartInfo + { + FileName = _enginePath, + CreateNoWindow = true + }); + } + } +} diff --git a/Cosette.Arbiter/Program.cs b/Cosette.Arbiter/Program.cs index ecb289c..32317e0 100644 --- a/Cosette.Arbiter/Program.cs +++ b/Cosette.Arbiter/Program.cs @@ -1,4 +1,5 @@ -using System; +using Cosette.Arbiter.Settings; +using Cosette.Arbiter.Tournament; namespace Cosette.Arbiter { @@ -6,7 +7,8 @@ class Program { static void Main(string[] args) { - Console.WriteLine("Hello World!"); + SettingsLoader.Init("settings.json"); + new TournamentArbiter().Run(); } } } diff --git a/Cosette.Arbiter/Settings/SettingsLoader.cs b/Cosette.Arbiter/Settings/SettingsLoader.cs new file mode 100644 index 0000000..5dfe43a --- /dev/null +++ b/Cosette.Arbiter/Settings/SettingsLoader.cs @@ -0,0 +1,19 @@ +using System.IO; +using Newtonsoft.Json; + +namespace Cosette.Arbiter.Settings +{ + public static class SettingsLoader + { + public static SettingsModel Data { get; set; } + + public static void Init(string settingsPath) + { + using (var streamReader = new StreamReader(settingsPath)) + { + var content = streamReader.ReadToEnd(); + Data = JsonConvert.DeserializeObject(content); + } + } + } +} diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs new file mode 100644 index 0000000..edbda12 --- /dev/null +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -0,0 +1,22 @@ +using Newtonsoft.Json; + +namespace Cosette.Arbiter.Settings +{ + public class SettingsModel + { + [JsonProperty("engine1_name")] + public string Engine1Name { get; set; } + + [JsonProperty("engine1_path")] + public string Engine1Path { get; set; } + + [JsonProperty("engine2_name")] + public string Engine2Name { get; set; } + + [JsonProperty("engine2_path")] + public string Engine2Path { get; set; } + + [JsonProperty("milliseconds_per_move")] + public int MillisecondsPerMove { get; set; } + } +} diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs new file mode 100644 index 0000000..4323da8 --- /dev/null +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -0,0 +1,26 @@ +using System; +using Cosette.Arbiter.Engine; +using Cosette.Arbiter.Settings; + +namespace Cosette.Arbiter.Tournament +{ + public class TournamentArbiter + { + private EngineOperator _engine1 { get; set; } + private EngineOperator _engine2 { get; set; } + + public TournamentArbiter() + { + _engine1 = new EngineOperator(SettingsLoader.Data.Engine1Name, SettingsLoader.Data.Engine1Path); + _engine2 = new EngineOperator(SettingsLoader.Data.Engine2Name, SettingsLoader.Data.Engine2Path); + } + + public void Run() + { + _engine1.Init(); + _engine2.Init(); + + Console.ReadLine(); + } + } +} From d7f8fa6d6bcf5b29f8bdb861f5ba941008dcf047 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 17:45:22 +0200 Subject: [PATCH 089/160] Add engine operator initialization --- Cosette.Arbiter/Engine/EngineOperator.cs | 28 ++++++++++++++++++++++- Cosette.Arbiter/Settings/SettingsModel.cs | 5 +++- 2 files changed, 31 insertions(+), 2 deletions(-) diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs index 8faba90..4cb1b9f 100644 --- a/Cosette.Arbiter/Engine/EngineOperator.cs +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -1,4 +1,5 @@ using System.Diagnostics; +using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Engine { @@ -19,8 +20,33 @@ public void Init() _engineProcess = Process.Start(new ProcessStartInfo { FileName = _enginePath, - CreateNoWindow = true + CreateNoWindow = true, + RedirectStandardInput = true, + RedirectStandardOutput = true }); + + Write("uci"); + WaitForMessage("uciok"); + + SettingsLoader.Data.Options.ForEach(Write); + + Write("isready"); + WaitForMessage("readyok"); + } + + public void Write(string message) + { + _engineProcess.StandardInput.WriteLine(message); + } + + public string Read() + { + return _engineProcess.StandardOutput.ReadLine(); + } + + public void WaitForMessage(string message) + { + while (Read() != message) ; } } } diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs index edbda12..ebead16 100644 --- a/Cosette.Arbiter/Settings/SettingsModel.cs +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -1,4 +1,5 @@ -using Newtonsoft.Json; +using System.Collections.Generic; +using Newtonsoft.Json; namespace Cosette.Arbiter.Settings { @@ -16,6 +17,8 @@ public class SettingsModel [JsonProperty("engine2_path")] public string Engine2Path { get; set; } + public List Options { get; set; } + [JsonProperty("milliseconds_per_move")] public int MillisecondsPerMove { get; set; } } From 886c355a1378457b391b980f6c5389486f8ad371 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 17:53:40 +0200 Subject: [PATCH 090/160] Add logger --- Cosette.Arbiter/Engine/EngineOperator.cs | 5 +++++ Cosette.Arbiter/Logs/LogManager.cs | 17 +++++++++++++++++ Cosette.Arbiter/Settings/SettingsModel.cs | 3 +++ Cosette.Arbiter/Tournament/TournamentArbiter.cs | 4 ++++ 4 files changed, 29 insertions(+) create mode 100644 Cosette.Arbiter/Logs/LogManager.cs diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs index 4cb1b9f..13cce60 100644 --- a/Cosette.Arbiter/Engine/EngineOperator.cs +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -1,4 +1,5 @@ using System.Diagnostics; +using Cosette.Arbiter.Logs; using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Engine @@ -17,6 +18,8 @@ public EngineOperator(string name, string path) public void Init() { + LogManager.Log("Initializing process...", _name); + _engineProcess = Process.Start(new ProcessStartInfo { FileName = _enginePath, @@ -32,6 +35,8 @@ public void Init() Write("isready"); WaitForMessage("readyok"); + + LogManager.Log("UCI initialization done", _name); } public void Write(string message) diff --git a/Cosette.Arbiter/Logs/LogManager.cs b/Cosette.Arbiter/Logs/LogManager.cs new file mode 100644 index 0000000..ba5ee70 --- /dev/null +++ b/Cosette.Arbiter/Logs/LogManager.cs @@ -0,0 +1,17 @@ +using System; + +namespace Cosette.Arbiter.Logs +{ + public static class LogManager + { + public static void Log(string message) + { + Console.WriteLine($"[{DateTime.Now}] {message}"); + } + + public static void Log(string message, string from) + { + Console.WriteLine($"[{DateTime.Now}] ({from}) {message}"); + } + } +} diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs index ebead16..6071f90 100644 --- a/Cosette.Arbiter/Settings/SettingsModel.cs +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -21,5 +21,8 @@ public class SettingsModel [JsonProperty("milliseconds_per_move")] public int MillisecondsPerMove { get; set; } + + [JsonProperty("games_count")] + public int GamesCount { get; set; } } } diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index 4323da8..9b7aefa 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -21,6 +21,10 @@ public void Run() _engine2.Init(); Console.ReadLine(); + for (var gameIndex = 0; gameIndex < SettingsLoader.Data.GamesCount; gameIndex++) + { + + } } } } From 0b1865c948330131e788e811664ca6e997bd88ed Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 18:39:46 +0200 Subject: [PATCH 091/160] Add game data --- Cosette.Arbiter/Engine/BestMoveData.cs | 9 ++++ Cosette.Arbiter/Tournament/Color.cs | 9 ++++ Cosette.Arbiter/Tournament/GameData.cs | 71 ++++++++++++++++++++++++++ 3 files changed, 89 insertions(+) create mode 100644 Cosette.Arbiter/Engine/BestMoveData.cs create mode 100644 Cosette.Arbiter/Tournament/Color.cs create mode 100644 Cosette.Arbiter/Tournament/GameData.cs diff --git a/Cosette.Arbiter/Engine/BestMoveData.cs b/Cosette.Arbiter/Engine/BestMoveData.cs new file mode 100644 index 0000000..cced9a8 --- /dev/null +++ b/Cosette.Arbiter/Engine/BestMoveData.cs @@ -0,0 +1,9 @@ +namespace Cosette.Arbiter.Engine +{ + public class BestMoveData + { + public string BestMove { get; set; } + public int Score { get; set; } + public int IrreversibleMovesCount { get; set; } + } +} diff --git a/Cosette.Arbiter/Tournament/Color.cs b/Cosette.Arbiter/Tournament/Color.cs new file mode 100644 index 0000000..24fb14f --- /dev/null +++ b/Cosette.Arbiter/Tournament/Color.cs @@ -0,0 +1,9 @@ +namespace Cosette.Arbiter.Tournament +{ + public enum Color + { + None = 0, + White = 1, + Black = -1 + } +} diff --git a/Cosette.Arbiter/Tournament/GameData.cs b/Cosette.Arbiter/Tournament/GameData.cs new file mode 100644 index 0000000..e826488 --- /dev/null +++ b/Cosette.Arbiter/Tournament/GameData.cs @@ -0,0 +1,71 @@ +using System; +using System.Collections.Generic; +using Cosette.Arbiter.Engine; + +namespace Cosette.Arbiter.Tournament +{ + public class GameData + { + public List MovesDone { get; set; } + + private BestMoveData _lastBestMove; + private Color _colorToMove; + + private bool _gameIsDone; + private Color _winner; + + public GameData() + { + MovesDone = new List(); + _colorToMove = Color.White; + } + + public void MakeMove(BestMoveData bestMoveData) + { + MovesDone.Add(bestMoveData.BestMove); + _lastBestMove = bestMoveData; + + if (IsCheckmate()) + { + _gameIsDone = true; + _winner = _colorToMove; + } + + _colorToMove = _colorToMove == Color.White ? Color.Black : Color.White; + } + + public bool IsOver() + { + return IsCheckmate() || IsDraw(); + } + + public bool IsCheckmate() + { + if (_lastBestMove != null) + { + var scoreAbs = Math.Abs(_lastBestMove.Score); + if (scoreAbs >= 31999 && scoreAbs <= 32001) + { + return true; + } + } + + return false; + } + + public bool IsDraw() + { + if (_lastBestMove.IrreversibleMovesCount >= 100) + { + return true; + } + + if (MovesDone.Count > 8) + { + return MovesDone[0] == MovesDone[4] && MovesDone[4] == MovesDone[8]; + } + + return false; + } + } +} From 8e21069beb2e0877a2d402eab89c846a0639afc1 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 20:08:08 +0200 Subject: [PATCH 092/160] Fix best move when search is aborted --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index 4f19012..ce2474e 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -33,13 +33,14 @@ public static Move FindBestMove(SearchContext context) context.Statistics.Depth = depth; context.Statistics.Score = NegaMax.FindBestMove(context, depth, 0, alpha, beta, true); context.Statistics.SearchTime = (ulong)stopwatch.ElapsedMilliseconds; - context.Statistics.PrincipalVariationMovesCount = GetPrincipalVariation(context.BoardState, context.Statistics.PrincipalVariation, 0); - bestMove = context.Statistics.PrincipalVariation[0]; if (context.AbortSearch) { break; } + + context.Statistics.PrincipalVariationMovesCount = GetPrincipalVariation(context.BoardState, context.Statistics.PrincipalVariation, 0); + bestMove = context.Statistics.PrincipalVariation[0]; OnSearchUpdate?.Invoke(null, context.Statistics); From 784cf41b39c7d53abe24db04301d3594ca83702e Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 20:09:10 +0200 Subject: [PATCH 093/160] Fix Board to FEN converter --- Cosette/Engine/Fen/BoardToFen.cs | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/Cosette/Engine/Fen/BoardToFen.cs b/Cosette/Engine/Fen/BoardToFen.cs index 566282a..507ef44 100644 --- a/Cosette/Engine/Fen/BoardToFen.cs +++ b/Cosette/Engine/Fen/BoardToFen.cs @@ -36,12 +36,14 @@ private static string ParseBoardState(BoardState board) var possibleWhitePiece = board.PieceTable[fieldIndex]; var possibleBlackPiece = board.PieceTable[fieldIndex]; - var color = possibleWhitePiece != -1 ? Color.White : Color.Black; + + var color = (board.Occupancy[Color.White] & (1ul << fieldIndex)) != 0 ? Color.White : + (board.Occupancy[Color.Black] & (1ul << fieldIndex)) != 0 ? Color.Black : + -1; - var piece = - possibleWhitePiece != -1 ? possibleWhitePiece : - possibleBlackPiece != -1 ? possibleBlackPiece : - -1; + var piece = color == Color.White ? possibleWhitePiece : + color == Color.Black ? possibleBlackPiece : + -1; if (piece != -1) { From d6005eb50fe254030510cb80a964c946ec42a094 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 21:46:25 +0200 Subject: [PATCH 094/160] Fix race condition when accessing to log file --- Cosette.Arbiter/Logs/LogManager.cs | 7 ++++++- Cosette/Logs/LogManager.cs | 15 +++++++-------- 2 files changed, 13 insertions(+), 9 deletions(-) diff --git a/Cosette.Arbiter/Logs/LogManager.cs b/Cosette.Arbiter/Logs/LogManager.cs index ba5ee70..626eb6f 100644 --- a/Cosette.Arbiter/Logs/LogManager.cs +++ b/Cosette.Arbiter/Logs/LogManager.cs @@ -5,11 +5,16 @@ namespace Cosette.Arbiter.Logs public static class LogManager { public static void Log(string message) + { + Console.Write(message); + } + + public static void LogLine(string message) { Console.WriteLine($"[{DateTime.Now}] {message}"); } - public static void Log(string message, string from) + public static void LogLine(string message, string from) { Console.WriteLine($"[{DateTime.Now}] ({from}) {message}"); } diff --git a/Cosette/Logs/LogManager.cs b/Cosette/Logs/LogManager.cs index e6f8336..5af584e 100644 --- a/Cosette/Logs/LogManager.cs +++ b/Cosette/Logs/LogManager.cs @@ -8,12 +8,16 @@ public static class LogManager private static readonly string _logFile; private static readonly string _basePath; + private static StreamWriter _infoLogStreamWriter; + static LogManager() { #if LOGGER _basePath = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "Logs"); _logFile = Path.Combine(_basePath, $"info-{DateTime.Now.Ticks}.log"); + _infoLogStreamWriter = new StreamWriter(_logFile); + if (!Directory.Exists(_basePath)) { Directory.CreateDirectory(_basePath); @@ -24,23 +28,18 @@ static LogManager() public static void LogInfo(string message) { #if LOGGER - Log(Path.Combine(_basePath, _logFile), message); + _infoLogStreamWriter.WriteLine(message); #endif } public static void LogError(string message) { #if LOGGER - Log(Path.Combine(_basePath, $"error-{DateTime.Now.Ticks}.log"), message); -#endif - } - - private static void Log(string filePath, string message) - { - using (var streamWriter = new StreamWriter(filePath, true)) + using (var streamWriter = new StreamWriter(Path.Combine(_basePath, $"error-{DateTime.Now.Ticks}.log"), true)) { streamWriter.WriteLine(message); } +#endif } } } From 55362ebbaf27934100bd1aaa4285b3e845c93f9e Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 21:50:19 +0200 Subject: [PATCH 095/160] Add working tournaments --- Cosette.Arbiter/Engine/BestMoveData.cs | 3 +- Cosette.Arbiter/Engine/EngineOperator.cs | 46 +++++++++++++++++-- Cosette.Arbiter/Engine/InfoData.cs | 44 ++++++++++++++++++ Cosette.Arbiter/Tournament/GameData.cs | 25 +++++++--- .../Tournament/TournamentArbiter.cs | 25 +++++++++- 5 files changed, 131 insertions(+), 12 deletions(-) create mode 100644 Cosette.Arbiter/Engine/InfoData.cs diff --git a/Cosette.Arbiter/Engine/BestMoveData.cs b/Cosette.Arbiter/Engine/BestMoveData.cs index cced9a8..c2ee9ca 100644 --- a/Cosette.Arbiter/Engine/BestMoveData.cs +++ b/Cosette.Arbiter/Engine/BestMoveData.cs @@ -3,7 +3,6 @@ public class BestMoveData { public string BestMove { get; set; } - public int Score { get; set; } - public int IrreversibleMovesCount { get; set; } + public InfoData LastInfoData { get; set; } } } diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs index 13cce60..9ac3ec3 100644 --- a/Cosette.Arbiter/Engine/EngineOperator.cs +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -1,4 +1,6 @@ -using System.Diagnostics; +using System; +using System.Collections.Generic; +using System.Diagnostics; using Cosette.Arbiter.Logs; using Cosette.Arbiter.Settings; @@ -18,7 +20,7 @@ public EngineOperator(string name, string path) public void Init() { - LogManager.Log("Initializing process...", _name); + LogManager.LogLine("Initializing process...", _name); _engineProcess = Process.Start(new ProcessStartInfo { @@ -36,11 +38,49 @@ public void Init() Write("isready"); WaitForMessage("readyok"); - LogManager.Log("UCI initialization done", _name); + LogManager.LogLine("UCI initialization done", _name); + } + + public void InitNewGame() + { + Write("ucinewgame"); + Write("isready"); + WaitForMessage("readyok"); + } + + public BestMoveData Go(List moves) + { + var bestMoveData = new BestMoveData(); + var movesJoined = string.Join(' ', moves); + + if (moves.Count > 0) + { + Write($"position startpos moves {movesJoined}"); + } + + Write($"go movetime {SettingsLoader.Data.MillisecondsPerMove}"); + + while (true) + { + var response = Read(); + Console.WriteLine(response); + if (response.StartsWith("info depth")) + { + bestMoveData.LastInfoData = InfoData.FromString(response); + } + else if (response.StartsWith("bestmove")) + { + bestMoveData.BestMove = response.Split(' ')[1]; + break; + } + } + + return bestMoveData; } public void Write(string message) { + Console.WriteLine(message); _engineProcess.StandardInput.WriteLine(message); } diff --git a/Cosette.Arbiter/Engine/InfoData.cs b/Cosette.Arbiter/Engine/InfoData.cs new file mode 100644 index 0000000..5f2e677 --- /dev/null +++ b/Cosette.Arbiter/Engine/InfoData.cs @@ -0,0 +1,44 @@ +using System; +using System.Collections.Generic; + +namespace Cosette.Arbiter.Engine +{ + public class InfoData + { + public int Depth { get; set; } + public int SelDepth { get; set; } + public int Time { get; set; } + public int ScoreCp { get; set; } + public int ScoreMate { get; set; } + public ulong Nodes { get; set; } + public ulong Nps { get; set; } + + public static InfoData FromString(string data) + { + var splitData = data.Split(' '); + return new InfoData + { + Depth = GetValue("depth", splitData), + SelDepth = GetValue("seldepth", splitData), + Time = GetValue("time", splitData), + ScoreCp = GetValue("cp", splitData), + ScoreMate = GetValue("mate", splitData), + Nodes = GetValue("nodes", splitData), + Nps = GetValue("nps", splitData), + }; + } + + private static T GetValue(string name, string[] splitData) + { + for (var i = 0; i < splitData.Length; i++) + { + if (splitData[i] == name) + { + return (T)Convert.ChangeType(splitData[i + 1], typeof(T)); + } + } + + return default; + } + } +} diff --git a/Cosette.Arbiter/Tournament/GameData.cs b/Cosette.Arbiter/Tournament/GameData.cs index e826488..bf79a63 100644 --- a/Cosette.Arbiter/Tournament/GameData.cs +++ b/Cosette.Arbiter/Tournament/GameData.cs @@ -24,11 +24,19 @@ public void MakeMove(BestMoveData bestMoveData) { MovesDone.Add(bestMoveData.BestMove); _lastBestMove = bestMoveData; - + if (IsCheckmate()) { _gameIsDone = true; _winner = _colorToMove; + return; + } + + if (IsDraw()) + { + _gameIsDone = true; + _winner = Color.None; + return; } _colorToMove = _colorToMove == Color.White ? Color.Black : Color.White; @@ -36,15 +44,15 @@ public void MakeMove(BestMoveData bestMoveData) public bool IsOver() { - return IsCheckmate() || IsDraw(); + return _gameIsDone; } public bool IsCheckmate() { - if (_lastBestMove != null) + if (_lastBestMove != null && _lastBestMove.LastInfoData.ScoreMate != 0) { - var scoreAbs = Math.Abs(_lastBestMove.Score); - if (scoreAbs >= 31999 && scoreAbs <= 32001) + var scoreAbs = Math.Abs(_lastBestMove.LastInfoData.ScoreMate); + if (scoreAbs <= 1) { return true; } @@ -55,7 +63,7 @@ public bool IsCheckmate() public bool IsDraw() { - if (_lastBestMove.IrreversibleMovesCount >= 100) + if (MovesDone.Count > 200) { return true; } @@ -67,5 +75,10 @@ public bool IsDraw() return false; } + + public Color GetWinner() + { + return _winner; + } } } diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index 9b7aefa..af91348 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -1,5 +1,6 @@ using System; using Cosette.Arbiter.Engine; +using Cosette.Arbiter.Logs; using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Tournament @@ -20,10 +21,32 @@ public void Run() _engine1.Init(); _engine2.Init(); - Console.ReadLine(); for (var gameIndex = 0; gameIndex < SettingsLoader.Data.GamesCount; gameIndex++) { + LogManager.LogLine($"Game {gameIndex}: "); + var gameData = new GameData(); + _engine1.InitNewGame(); + _engine2.InitNewGame(); + + var currentEngineToMove = _engine1; + while (!gameData.IsOver()) + { + var bestMoveData = currentEngineToMove.Go(gameData.MovesDone); + gameData.MakeMove(bestMoveData); + + LogManager.Log(bestMoveData.BestMove + " " + bestMoveData.LastInfoData.ScoreMate.ToString() + " " + bestMoveData.LastInfoData.ScoreCp + " "); + currentEngineToMove = currentEngineToMove == _engine1 ? _engine2 : _engine1; + } + + if (gameData.IsDraw()) + { + LogManager.LogLine($" === Result: draw"); + } + else if (gameData.IsCheckmate()) + { + LogManager.LogLine($" === Result: {gameData.GetWinner()} won"); + } } } } From a8f027af5816190e4de58a957f2e99de4ad6db5b Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 3 Oct 2020 22:08:03 +0200 Subject: [PATCH 096/160] Remove debug output --- Cosette.Arbiter/Engine/EngineOperator.cs | 2 -- Cosette.Arbiter/Tournament/TournamentArbiter.cs | 5 +++-- 2 files changed, 3 insertions(+), 4 deletions(-) diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs index 9ac3ec3..140994c 100644 --- a/Cosette.Arbiter/Engine/EngineOperator.cs +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -63,7 +63,6 @@ public BestMoveData Go(List moves) while (true) { var response = Read(); - Console.WriteLine(response); if (response.StartsWith("info depth")) { bestMoveData.LastInfoData = InfoData.FromString(response); @@ -80,7 +79,6 @@ public BestMoveData Go(List moves) public void Write(string message) { - Console.WriteLine(message); _engineProcess.StandardInput.WriteLine(message); } diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index af91348..bed002e 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -23,7 +23,7 @@ public void Run() for (var gameIndex = 0; gameIndex < SettingsLoader.Data.GamesCount; gameIndex++) { - LogManager.LogLine($"Game {gameIndex}: "); + LogManager.Log($"Game {gameIndex}: "); var gameData = new GameData(); _engine1.InitNewGame(); @@ -35,7 +35,8 @@ public void Run() var bestMoveData = currentEngineToMove.Go(gameData.MovesDone); gameData.MakeMove(bestMoveData); - LogManager.Log(bestMoveData.BestMove + " " + bestMoveData.LastInfoData.ScoreMate.ToString() + " " + bestMoveData.LastInfoData.ScoreCp + " "); + LogManager.Log(bestMoveData.BestMove); + LogManager.Log(" "); currentEngineToMove = currentEngineToMove == _engine1 ? _engine2 : _engine1; } From 855c5ab0af71ecde953967d5a121cdf63f329750 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 11:42:20 +0200 Subject: [PATCH 097/160] Update changelog --- CHANGELOG.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index d04961f..fdd0a0d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,15 +2,17 @@ - Improved transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) - Added fifty-move rule detection - Fixed PV node detection - - Added new evaluations functions: pawn shield, bishop pair, doubled rooks, rook on open file + - Added new evaluations functions: pawn shield, bishop pair, doubled rooks, a rook on open file - Fixed invalid detection of passing pawns - Added "evaluate" command to get FEN position evaluation - Added ability to postpone moves generation before PV move check - Improved move ordering: better promotions are now prioritized - Added evaluation hash table - - Redefined and reduced size of Move structure (from 4 bytes to 2 bytes) + - Redefined and reduced the size of Move structure (from 4 bytes to 2 bytes) - Reduced size of transposition table entry (from 16 bytes to 12 bytes), evaluation hash table entry (from 8 bytes to 4 bytes) and pawn hash table entry (from 8 bytes to 4 bytes) - Improved method of probing piece type at the specified field + - Added extended futility pruning + - Added Arbiter app to speed up the process of testing engine Estimated strength: ???? ELO From 7b72bcf6a343468574ceef8776e3bbb1acb53e58 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 12:36:14 +0200 Subject: [PATCH 098/160] Add tournament participant class --- Cosette.Arbiter/Settings/EngineData.cs | 9 ++++++++ .../Tournament/TournamentParticipant.cs | 23 +++++++++++++++++++ 2 files changed, 32 insertions(+) create mode 100644 Cosette.Arbiter/Settings/EngineData.cs create mode 100644 Cosette.Arbiter/Tournament/TournamentParticipant.cs diff --git a/Cosette.Arbiter/Settings/EngineData.cs b/Cosette.Arbiter/Settings/EngineData.cs new file mode 100644 index 0000000..be15300 --- /dev/null +++ b/Cosette.Arbiter/Settings/EngineData.cs @@ -0,0 +1,9 @@ +namespace Cosette.Arbiter.Settings +{ + public class EngineData + { + public string Name { get; set; } + public string Path { get; set; } + public int Rating { get; set; } + } +} diff --git a/Cosette.Arbiter/Tournament/TournamentParticipant.cs b/Cosette.Arbiter/Tournament/TournamentParticipant.cs new file mode 100644 index 0000000..d4324e4 --- /dev/null +++ b/Cosette.Arbiter/Tournament/TournamentParticipant.cs @@ -0,0 +1,23 @@ +using Cosette.Arbiter.Engine; +using Cosette.Arbiter.Settings; + +namespace Cosette.Arbiter.Tournament +{ + public class TournamentParticipant + { + public EngineData EngineData { get; } + public EngineOperator EngineOperator { get; } + + public int CurrentRating { get; set; } + public int Wins { get; set; } + public int Losses { get; set; } + public int Draws { get; set; } + + public TournamentParticipant(EngineData engineData, EngineOperator engineOperator) + { + EngineData = engineData; + EngineOperator = engineOperator; + CurrentRating = engineData.Rating; + } + } +} From ac5037cae9616f8cb3b794e66e29a72bcf65261b Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 16:02:35 +0200 Subject: [PATCH 099/160] Update changelog --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index fdd0a0d..704a38b 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -13,6 +13,7 @@ - Improved method of probing piece type at the specified field - Added extended futility pruning - Added Arbiter app to speed up the process of testing engine + - Fixed invalid best move when search has been aborted Estimated strength: ???? ELO From e2bf3604dd79e20a9384860fac2291c1df43728f Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 16:04:22 +0200 Subject: [PATCH 100/160] Add tournament scheduler --- Cosette.Arbiter/Settings/SettingsModel.cs | 13 +--- .../Tournament/TournamentScheduler.cs | 68 +++++++++++++++++++ 2 files changed, 69 insertions(+), 12 deletions(-) create mode 100644 Cosette.Arbiter/Tournament/TournamentScheduler.cs diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs index 6071f90..6bede2d 100644 --- a/Cosette.Arbiter/Settings/SettingsModel.cs +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -5,18 +5,7 @@ namespace Cosette.Arbiter.Settings { public class SettingsModel { - [JsonProperty("engine1_name")] - public string Engine1Name { get; set; } - - [JsonProperty("engine1_path")] - public string Engine1Path { get; set; } - - [JsonProperty("engine2_name")] - public string Engine2Name { get; set; } - - [JsonProperty("engine2_path")] - public string Engine2Path { get; set; } - + public List Engines { get; set; } public List Options { get; set; } [JsonProperty("milliseconds_per_move")] diff --git a/Cosette.Arbiter/Tournament/TournamentScheduler.cs b/Cosette.Arbiter/Tournament/TournamentScheduler.cs new file mode 100644 index 0000000..84b159e --- /dev/null +++ b/Cosette.Arbiter/Tournament/TournamentScheduler.cs @@ -0,0 +1,68 @@ +using System.Collections.Generic; + +namespace Cosette.Arbiter.Tournament +{ + public class TournamentScheduler + { + private int _participantsCount; + private List<(int playerA, int playerB)> _pairs; + + public void Init(int participantsCount) + { + _participantsCount = participantsCount; + _pairs = new List<(int playerA, int playerB)>(); + + if (_participantsCount % 2 != 0) + { + _participantsCount++; + } + + for (var gameNumber = 0; gameNumber < _participantsCount - 1; gameNumber++) + { + var firstRow = new List(); + var secondRow = new List(); + var teamsCount = _participantsCount / 2; + + firstRow.Add(1); + + var secondParticipant = _participantsCount - gameNumber; + var currentParticipant = secondParticipant; + + for (var i = 1; i < teamsCount; i++) + { + currentParticipant++; + if (currentParticipant > _participantsCount) + { + currentParticipant = 2; + } + + firstRow.Add(currentParticipant); + } + + for (var i = 0; i < teamsCount; i++) + { + currentParticipant++; + if (currentParticipant > _participantsCount) + { + currentParticipant = 2; + } + + secondRow.Add(currentParticipant); + } + + secondRow.Reverse(); + + for (var i = 0; i < teamsCount; i++) + { + _pairs.Add((firstRow[i], secondRow[i])); + } + } + } + + public (int playerA, int playerB) GetPair(int gameNumber) + { + var pairIndex = gameNumber % _pairs.Count; + return _pairs[pairIndex]; + } + } +} From d812cbccfd9ae865b09cdde3d2843fa304d96a1f Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 16:11:14 +0200 Subject: [PATCH 101/160] Refactoring of game data --- Cosette.Arbiter/Tournament/GameData.cs | 37 ++++++-------------------- 1 file changed, 8 insertions(+), 29 deletions(-) diff --git a/Cosette.Arbiter/Tournament/GameData.cs b/Cosette.Arbiter/Tournament/GameData.cs index bf79a63..c8a9e12 100644 --- a/Cosette.Arbiter/Tournament/GameData.cs +++ b/Cosette.Arbiter/Tournament/GameData.cs @@ -1,5 +1,4 @@ -using System; -using System.Collections.Generic; +using System.Collections.Generic; using Cosette.Arbiter.Engine; namespace Cosette.Arbiter.Tournament @@ -7,13 +6,12 @@ namespace Cosette.Arbiter.Tournament public class GameData { public List MovesDone { get; set; } + public bool GameIsDone { get; private set; } + public Color Winner { get; private set; } private BestMoveData _lastBestMove; private Color _colorToMove; - private bool _gameIsDone; - private Color _winner; - public GameData() { MovesDone = new List(); @@ -27,38 +25,24 @@ public void MakeMove(BestMoveData bestMoveData) if (IsCheckmate()) { - _gameIsDone = true; - _winner = _colorToMove; + GameIsDone = true; + Winner = _colorToMove; return; } if (IsDraw()) { - _gameIsDone = true; - _winner = Color.None; + GameIsDone = true; + Winner = Color.None; return; } _colorToMove = _colorToMove == Color.White ? Color.Black : Color.White; } - public bool IsOver() - { - return _gameIsDone; - } - public bool IsCheckmate() { - if (_lastBestMove != null && _lastBestMove.LastInfoData.ScoreMate != 0) - { - var scoreAbs = Math.Abs(_lastBestMove.LastInfoData.ScoreMate); - if (scoreAbs <= 1) - { - return true; - } - } - - return false; + return _lastBestMove != null && _lastBestMove.LastInfoData.ScoreMate == 1; } public bool IsDraw() @@ -75,10 +59,5 @@ public bool IsDraw() return false; } - - public Color GetWinner() - { - return _winner; - } } } From 4ffb324b2fea7fc0f9bd12d0a88924cbf5feff7f Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 16:42:19 +0200 Subject: [PATCH 102/160] Add support for multiple engines tournament --- Cosette.Arbiter/Engine/EngineOperator.cs | 5 -- Cosette.Arbiter/Logs/LogManager.cs | 22 ------ .../Tournament/TournamentArbiter.cs | 79 +++++++++++++------ .../Tournament/TournamentScheduler.cs | 2 +- 4 files changed, 55 insertions(+), 53 deletions(-) delete mode 100644 Cosette.Arbiter/Logs/LogManager.cs diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs index 140994c..10d15f0 100644 --- a/Cosette.Arbiter/Engine/EngineOperator.cs +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -1,7 +1,6 @@ using System; using System.Collections.Generic; using System.Diagnostics; -using Cosette.Arbiter.Logs; using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Engine @@ -20,8 +19,6 @@ public EngineOperator(string name, string path) public void Init() { - LogManager.LogLine("Initializing process...", _name); - _engineProcess = Process.Start(new ProcessStartInfo { FileName = _enginePath, @@ -37,8 +34,6 @@ public void Init() Write("isready"); WaitForMessage("readyok"); - - LogManager.LogLine("UCI initialization done", _name); } public void InitNewGame() diff --git a/Cosette.Arbiter/Logs/LogManager.cs b/Cosette.Arbiter/Logs/LogManager.cs deleted file mode 100644 index 626eb6f..0000000 --- a/Cosette.Arbiter/Logs/LogManager.cs +++ /dev/null @@ -1,22 +0,0 @@ -using System; - -namespace Cosette.Arbiter.Logs -{ - public static class LogManager - { - public static void Log(string message) - { - Console.Write(message); - } - - public static void LogLine(string message) - { - Console.WriteLine($"[{DateTime.Now}] {message}"); - } - - public static void LogLine(string message, string from) - { - Console.WriteLine($"[{DateTime.Now}] ({from}) {message}"); - } - } -} diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index bed002e..ce282c0 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -1,54 +1,83 @@ using System; +using System.Collections.Generic; using Cosette.Arbiter.Engine; -using Cosette.Arbiter.Logs; using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Tournament { public class TournamentArbiter { - private EngineOperator _engine1 { get; set; } - private EngineOperator _engine2 { get; set; } + private List _participants; + private TournamentScheduler _scheduler; public TournamentArbiter() { - _engine1 = new EngineOperator(SettingsLoader.Data.Engine1Name, SettingsLoader.Data.Engine1Path); - _engine2 = new EngineOperator(SettingsLoader.Data.Engine2Name, SettingsLoader.Data.Engine2Path); + _participants = new List(); + _scheduler = new TournamentScheduler(); + + foreach (var engineData in SettingsLoader.Data.Engines) + { + var engineOperator = new EngineOperator(engineData.Name, engineData.Path); + var tournamentParticipant = new TournamentParticipant(engineData, engineOperator); + + _participants.Add(tournamentParticipant); + } + + _scheduler.Init(_participants.Count); } public void Run() { - _engine1.Init(); - _engine2.Init(); - + _participants.ForEach(p => p.EngineOperator.Init()); for (var gameIndex = 0; gameIndex < SettingsLoader.Data.GamesCount; gameIndex++) { - LogManager.Log($"Game {gameIndex}: "); var gameData = new GameData(); + var (playerA, playerB) = _scheduler.GetPair(gameIndex); + var participantA = _participants[playerA]; + var participantB = _participants[playerB]; - _engine1.InitNewGame(); - _engine2.InitNewGame(); + Console.Clear(); + WriteResults(); - var currentEngineToMove = _engine1; - while (!gameData.IsOver()) + Console.WriteLine(); + Console.WriteLine($"Game {gameIndex}"); + Console.Write("Moves: "); + + participantA.EngineOperator.InitNewGame(); + participantB.EngineOperator.InitNewGame(); + + var currentEngineToMove = DateTime.UtcNow.Ticks % 2 == 0 ? participantA : participantB; + while (true) { - var bestMoveData = currentEngineToMove.Go(gameData.MovesDone); + var bestMoveData = currentEngineToMove.EngineOperator.Go(gameData.MovesDone); gameData.MakeMove(bestMoveData); - LogManager.Log(bestMoveData.BestMove); - LogManager.Log(" "); - currentEngineToMove = currentEngineToMove == _engine1 ? _engine2 : _engine1; - } + Console.Write(bestMoveData.BestMove); + Console.Write(" "); - if (gameData.IsDraw()) - { - LogManager.LogLine($" === Result: draw"); - } - else if (gameData.IsCheckmate()) - { - LogManager.LogLine($" === Result: {gameData.GetWinner()} won"); + if (gameData.GameIsDone) + { + currentEngineToMove.Wins++; + break; + } + else if (gameData.IsDraw()) + { + _participants[playerA].Draws++; + _participants[playerB].Draws++; + break; + } + + currentEngineToMove = currentEngineToMove == participantA ? participantB : participantA; } } } + + private void WriteResults() + { + foreach (var participant in _participants) + { + Console.WriteLine($"{participant.EngineData.Name}: {participant.Wins} wins, {participant.Losses} losses, {participant.Draws} draws"); + } + } } } diff --git a/Cosette.Arbiter/Tournament/TournamentScheduler.cs b/Cosette.Arbiter/Tournament/TournamentScheduler.cs index 84b159e..3deb249 100644 --- a/Cosette.Arbiter/Tournament/TournamentScheduler.cs +++ b/Cosette.Arbiter/Tournament/TournamentScheduler.cs @@ -54,7 +54,7 @@ public void Init(int participantsCount) for (var i = 0; i < teamsCount; i++) { - _pairs.Add((firstRow[i], secondRow[i])); + _pairs.Add((firstRow[i] - 1, secondRow[i] - 1)); } } } From ead3159fe3b8d94d6436ad9252388a35929691d6 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 20:07:36 +0200 Subject: [PATCH 103/160] Fix style issues --- Cosette.Arbiter/Tournament/GameData.cs | 4 ++-- Cosette.Arbiter/Tournament/TournamentParticipant.cs | 1 + 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/Cosette.Arbiter/Tournament/GameData.cs b/Cosette.Arbiter/Tournament/GameData.cs index c8a9e12..d383c6e 100644 --- a/Cosette.Arbiter/Tournament/GameData.cs +++ b/Cosette.Arbiter/Tournament/GameData.cs @@ -23,7 +23,7 @@ public void MakeMove(BestMoveData bestMoveData) MovesDone.Add(bestMoveData.BestMove); _lastBestMove = bestMoveData; - if (IsCheckmate()) + if (IsCheckmate() || bestMoveData.LastInfoData.ScoreCp >= 2000) { GameIsDone = true; Winner = _colorToMove; @@ -54,7 +54,7 @@ public bool IsDraw() if (MovesDone.Count > 8) { - return MovesDone[0] == MovesDone[4] && MovesDone[4] == MovesDone[8]; + return MovesDone[^1] == MovesDone[^5] && MovesDone[^5] == MovesDone[^9]; } return false; diff --git a/Cosette.Arbiter/Tournament/TournamentParticipant.cs b/Cosette.Arbiter/Tournament/TournamentParticipant.cs index d4324e4..ecb597f 100644 --- a/Cosette.Arbiter/Tournament/TournamentParticipant.cs +++ b/Cosette.Arbiter/Tournament/TournamentParticipant.cs @@ -12,6 +12,7 @@ public class TournamentParticipant public int Wins { get; set; } public int Losses { get; set; } public int Draws { get; set; } + public int Errors { get; set; } public TournamentParticipant(EngineData engineData, EngineOperator engineOperator) { From c1ba0d0ad599bb758c85dece34691a7a4404e782 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 4 Oct 2020 20:08:07 +0200 Subject: [PATCH 104/160] Reset engine when the connection has been broken --- Cosette.Arbiter/Engine/EngineOperator.cs | 20 +++++++++----- .../Tournament/TournamentArbiter.cs | 26 +++++++++++++------ 2 files changed, 32 insertions(+), 14 deletions(-) diff --git a/Cosette.Arbiter/Engine/EngineOperator.cs b/Cosette.Arbiter/Engine/EngineOperator.cs index 10d15f0..291bec0 100644 --- a/Cosette.Arbiter/Engine/EngineOperator.cs +++ b/Cosette.Arbiter/Engine/EngineOperator.cs @@ -57,15 +57,23 @@ public BestMoveData Go(List moves) while (true) { - var response = Read(); - if (response.StartsWith("info depth")) + try { - bestMoveData.LastInfoData = InfoData.FromString(response); + var response = Read(); + if (response.StartsWith("info depth")) + { + bestMoveData.LastInfoData = InfoData.FromString(response); + } + else if (response.StartsWith("bestmove")) + { + bestMoveData.BestMove = response.Split(' ')[1]; + break; + } } - else if (response.StartsWith("bestmove")) + catch { - bestMoveData.BestMove = response.Split(' ')[1]; - break; + Init(); + return null; } } diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index ce282c0..4794094 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -50,6 +50,12 @@ public void Run() while (true) { var bestMoveData = currentEngineToMove.EngineOperator.Go(gameData.MovesDone); + if (bestMoveData == null) + { + currentEngineToMove.Errors++; + break; + } + gameData.MakeMove(bestMoveData); Console.Write(bestMoveData.BestMove); @@ -57,13 +63,16 @@ public void Run() if (gameData.GameIsDone) { - currentEngineToMove.Wins++; - break; - } - else if (gameData.IsDraw()) - { - _participants[playerA].Draws++; - _participants[playerB].Draws++; + if (gameData.Winner == Color.None) + { + _participants[playerA].Draws++; + _participants[playerB].Draws++; + } + else + { + currentEngineToMove.Wins++; + } + break; } @@ -76,7 +85,8 @@ private void WriteResults() { foreach (var participant in _participants) { - Console.WriteLine($"{participant.EngineData.Name}: {participant.Wins} wins, {participant.Losses} losses, {participant.Draws} draws"); + Console.WriteLine($"{participant.EngineData.Name}: {participant.Wins} wins, {participant.Losses} losses, " + + $"{participant.Draws} draws, {participant.Errors} errors"); } } } From e47fb7780b92a8b5294c833167db2d2668ace2c5 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 9 Oct 2020 19:03:12 +0200 Subject: [PATCH 105/160] Add Polyglot keys --- Cosette.Arbiter/Book/PolyglotConstants.cs | 205 ++++++++++++++++++++++ 1 file changed, 205 insertions(+) create mode 100644 Cosette.Arbiter/Book/PolyglotConstants.cs diff --git a/Cosette.Arbiter/Book/PolyglotConstants.cs b/Cosette.Arbiter/Book/PolyglotConstants.cs new file mode 100644 index 0000000..368833f --- /dev/null +++ b/Cosette.Arbiter/Book/PolyglotConstants.cs @@ -0,0 +1,205 @@ +namespace Cosette.Arbiter.Book +{ + public static class PolyglotConstants + { + public static ulong[] Keys = + { + 0x9D39247E33776D41, 0x2AF7398005AAA5C7, 0x44DB015024623547, 0x9C15F73E62A76AE2, + 0x75834465489C0C89, 0x3290AC3A203001BF, 0x0FBBAD1F61042279, 0xE83A908FF2FB60CA, + 0x0D7E765D58755C10, 0x1A083822CEAFE02D, 0x9605D5F0E25EC3B0, 0xD021FF5CD13A2ED5, + 0x40BDF15D4A672E32, 0x011355146FD56395, 0x5DB4832046F3D9E5, 0x239F8B2D7FF719CC, + 0x05D1A1AE85B49AA1, 0x679F848F6E8FC971, 0x7449BBFF801FED0B, 0x7D11CDB1C3B7ADF0, + 0x82C7709E781EB7CC, 0xF3218F1C9510786C, 0x331478F3AF51BBE6, 0x4BB38DE5E7219443, + 0xAA649C6EBCFD50FC, 0x8DBD98A352AFD40B, 0x87D2074B81D79217, 0x19F3C751D3E92AE1, + 0xB4AB30F062B19ABF, 0x7B0500AC42047AC4, 0xC9452CA81A09D85D, 0x24AA6C514DA27500, + 0x4C9F34427501B447, 0x14A68FD73C910841, 0xA71B9B83461CBD93, 0x03488B95B0F1850F, + 0x637B2B34FF93C040, 0x09D1BC9A3DD90A94, 0x3575668334A1DD3B, 0x735E2B97A4C45A23, + 0x18727070F1BD400B, 0x1FCBACD259BF02E7, 0xD310A7C2CE9B6555, 0xBF983FE0FE5D8244, + 0x9F74D14F7454A824, 0x51EBDC4AB9BA3035, 0x5C82C505DB9AB0FA, 0xFCF7FE8A3430B241, + 0x3253A729B9BA3DDE, 0x8C74C368081B3075, 0xB9BC6C87167C33E7, 0x7EF48F2B83024E20, + 0x11D505D4C351BD7F, 0x6568FCA92C76A243, 0x4DE0B0F40F32A7B8, 0x96D693460CC37E5D, + 0x42E240CB63689F2F, 0x6D2BDCDAE2919661, 0x42880B0236E4D951, 0x5F0F4A5898171BB6, + 0x39F890F579F92F88, 0x93C5B5F47356388B, 0x63DC359D8D231B78, 0xEC16CA8AEA98AD76, + 0x5355F900C2A82DC7, 0x07FB9F855A997142, 0x5093417AA8A7ED5E, 0x7BCBC38DA25A7F3C, + 0x19FC8A768CF4B6D4, 0x637A7780DECFC0D9, 0x8249A47AEE0E41F7, 0x79AD695501E7D1E8, + 0x14ACBAF4777D5776, 0xF145B6BECCDEA195, 0xDABF2AC8201752FC, 0x24C3C94DF9C8D3F6, + 0xBB6E2924F03912EA, 0x0CE26C0B95C980D9, 0xA49CD132BFBF7CC4, 0xE99D662AF4243939, + 0x27E6AD7891165C3F, 0x8535F040B9744FF1, 0x54B3F4FA5F40D873, 0x72B12C32127FED2B, + 0xEE954D3C7B411F47, 0x9A85AC909A24EAA1, 0x70AC4CD9F04F21F5, 0xF9B89D3E99A075C2, + 0x87B3E2B2B5C907B1, 0xA366E5B8C54F48B8, 0xAE4A9346CC3F7CF2, 0x1920C04D47267BBD, + 0x87BF02C6B49E2AE9, 0x092237AC237F3859, 0xFF07F64EF8ED14D0, 0x8DE8DCA9F03CC54E, + 0x9C1633264DB49C89, 0xB3F22C3D0B0B38ED, 0x390E5FB44D01144B, 0x5BFEA5B4712768E9, + 0x1E1032911FA78984, 0x9A74ACB964E78CB3, 0x4F80F7A035DAFB04, 0x6304D09A0B3738C4, + 0x2171E64683023A08, 0x5B9B63EB9CEFF80C, 0x506AACF489889342, 0x1881AFC9A3A701D6, + 0x6503080440750644, 0xDFD395339CDBF4A7, 0xEF927DBCF00C20F2, 0x7B32F7D1E03680EC, + 0xB9FD7620E7316243, 0x05A7E8A57DB91B77, 0xB5889C6E15630A75, 0x4A750A09CE9573F7, + 0xCF464CEC899A2F8A, 0xF538639CE705B824, 0x3C79A0FF5580EF7F, 0xEDE6C87F8477609D, + 0x799E81F05BC93F31, 0x86536B8CF3428A8C, 0x97D7374C60087B73, 0xA246637CFF328532, + 0x043FCAE60CC0EBA0, 0x920E449535DD359E, 0x70EB093B15B290CC, 0x73A1921916591CBD, + 0x56436C9FE1A1AA8D, 0xEFAC4B70633B8F81, 0xBB215798D45DF7AF, 0x45F20042F24F1768, + 0x930F80F4E8EB7462, 0xFF6712FFCFD75EA1, 0xAE623FD67468AA70, 0xDD2C5BC84BC8D8FC, + 0x7EED120D54CF2DD9, 0x22FE545401165F1C, 0xC91800E98FB99929, 0x808BD68E6AC10365, + 0xDEC468145B7605F6, 0x1BEDE3A3AEF53302, 0x43539603D6C55602, 0xAA969B5C691CCB7A, + 0xA87832D392EFEE56, 0x65942C7B3C7E11AE, 0xDED2D633CAD004F6, 0x21F08570F420E565, + 0xB415938D7DA94E3C, 0x91B859E59ECB6350, 0x10CFF333E0ED804A, 0x28AED140BE0BB7DD, + 0xC5CC1D89724FA456, 0x5648F680F11A2741, 0x2D255069F0B7DAB3, 0x9BC5A38EF729ABD4, + 0xEF2F054308F6A2BC, 0xAF2042F5CC5C2858, 0x480412BAB7F5BE2A, 0xAEF3AF4A563DFE43, + 0x19AFE59AE451497F, 0x52593803DFF1E840, 0xF4F076E65F2CE6F0, 0x11379625747D5AF3, + 0xBCE5D2248682C115, 0x9DA4243DE836994F, 0x066F70B33FE09017, 0x4DC4DE189B671A1C, + 0x51039AB7712457C3, 0xC07A3F80C31FB4B4, 0xB46EE9C5E64A6E7C, 0xB3819A42ABE61C87, + 0x21A007933A522A20, 0x2DF16F761598AA4F, 0x763C4A1371B368FD, 0xF793C46702E086A0, + 0xD7288E012AEB8D31, 0xDE336A2A4BC1C44B, 0x0BF692B38D079F23, 0x2C604A7A177326B3, + 0x4850E73E03EB6064, 0xCFC447F1E53C8E1B, 0xB05CA3F564268D99, 0x9AE182C8BC9474E8, + 0xA4FC4BD4FC5558CA, 0xE755178D58FC4E76, 0x69B97DB1A4C03DFE, 0xF9B5B7C4ACC67C96, + 0xFC6A82D64B8655FB, 0x9C684CB6C4D24417, 0x8EC97D2917456ED0, 0x6703DF9D2924E97E, + 0xC547F57E42A7444E, 0x78E37644E7CAD29E, 0xFE9A44E9362F05FA, 0x08BD35CC38336615, + 0x9315E5EB3A129ACE, 0x94061B871E04DF75, 0xDF1D9F9D784BA010, 0x3BBA57B68871B59D, + 0xD2B7ADEEDED1F73F, 0xF7A255D83BC373F8, 0xD7F4F2448C0CEB81, 0xD95BE88CD210FFA7, + 0x336F52F8FF4728E7, 0xA74049DAC312AC71, 0xA2F61BB6E437FDB5, 0x4F2A5CB07F6A35B3, + 0x87D380BDA5BF7859, 0x16B9F7E06C453A21, 0x7BA2484C8A0FD54E, 0xF3A678CAD9A2E38C, + 0x39B0BF7DDE437BA2, 0xFCAF55C1BF8A4424, 0x18FCF680573FA594, 0x4C0563B89F495AC3, + 0x40E087931A00930D, 0x8CFFA9412EB642C1, 0x68CA39053261169F, 0x7A1EE967D27579E2, + 0x9D1D60E5076F5B6F, 0x3810E399B6F65BA2, 0x32095B6D4AB5F9B1, 0x35CAB62109DD038A, + 0xA90B24499FCFAFB1, 0x77A225A07CC2C6BD, 0x513E5E634C70E331, 0x4361C0CA3F692F12, + 0xD941ACA44B20A45B, 0x528F7C8602C5807B, 0x52AB92BEB9613989, 0x9D1DFA2EFC557F73, + 0x722FF175F572C348, 0x1D1260A51107FE97, 0x7A249A57EC0C9BA2, 0x04208FE9E8F7F2D6, + 0x5A110C6058B920A0, 0x0CD9A497658A5698, 0x56FD23C8F9715A4C, 0x284C847B9D887AAE, + 0x04FEABFBBDB619CB, 0x742E1E651C60BA83, 0x9A9632E65904AD3C, 0x881B82A13B51B9E2, + 0x506E6744CD974924, 0xB0183DB56FFC6A79, 0x0ED9B915C66ED37E, 0x5E11E86D5873D484, + 0xF678647E3519AC6E, 0x1B85D488D0F20CC5, 0xDAB9FE6525D89021, 0x0D151D86ADB73615, + 0xA865A54EDCC0F019, 0x93C42566AEF98FFB, 0x99E7AFEABE000731, 0x48CBFF086DDF285A, + 0x7F9B6AF1EBF78BAF, 0x58627E1A149BBA21, 0x2CD16E2ABD791E33, 0xD363EFF5F0977996, + 0x0CE2A38C344A6EED, 0x1A804AADB9CFA741, 0x907F30421D78C5DE, 0x501F65EDB3034D07, + 0x37624AE5A48FA6E9, 0x957BAF61700CFF4E, 0x3A6C27934E31188A, 0xD49503536ABCA345, + 0x088E049589C432E0, 0xF943AEE7FEBF21B8, 0x6C3B8E3E336139D3, 0x364F6FFA464EE52E, + 0xD60F6DCEDC314222, 0x56963B0DCA418FC0, 0x16F50EDF91E513AF, 0xEF1955914B609F93, + 0x565601C0364E3228, 0xECB53939887E8175, 0xBAC7A9A18531294B, 0xB344C470397BBA52, + 0x65D34954DAF3CEBD, 0xB4B81B3FA97511E2, 0xB422061193D6F6A7, 0x071582401C38434D, + 0x7A13F18BBEDC4FF5, 0xBC4097B116C524D2, 0x59B97885E2F2EA28, 0x99170A5DC3115544, + 0x6F423357E7C6A9F9, 0x325928EE6E6F8794, 0xD0E4366228B03343, 0x565C31F7DE89EA27, + 0x30F5611484119414, 0xD873DB391292ED4F, 0x7BD94E1D8E17DEBC, 0xC7D9F16864A76E94, + 0x947AE053EE56E63C, 0xC8C93882F9475F5F, 0x3A9BF55BA91F81CA, 0xD9A11FBB3D9808E4, + 0x0FD22063EDC29FCA, 0xB3F256D8ACA0B0B9, 0xB03031A8B4516E84, 0x35DD37D5871448AF, + 0xE9F6082B05542E4E, 0xEBFAFA33D7254B59, 0x9255ABB50D532280, 0xB9AB4CE57F2D34F3, + 0x693501D628297551, 0xC62C58F97DD949BF, 0xCD454F8F19C5126A, 0xBBE83F4ECC2BDECB, + 0xDC842B7E2819E230, 0xBA89142E007503B8, 0xA3BC941D0A5061CB, 0xE9F6760E32CD8021, + 0x09C7E552BC76492F, 0x852F54934DA55CC9, 0x8107FCCF064FCF56, 0x098954D51FFF6580, + 0x23B70EDB1955C4BF, 0xC330DE426430F69D, 0x4715ED43E8A45C0A, 0xA8D7E4DAB780A08D, + 0x0572B974F03CE0BB, 0xB57D2E985E1419C7, 0xE8D9ECBE2CF3D73F, 0x2FE4B17170E59750, + 0x11317BA87905E790, 0x7FBF21EC8A1F45EC, 0x1725CABFCB045B00, 0x964E915CD5E2B207, + 0x3E2B8BCBF016D66D, 0xBE7444E39328A0AC, 0xF85B2B4FBCDE44B7, 0x49353FEA39BA63B1, + 0x1DD01AAFCD53486A, 0x1FCA8A92FD719F85, 0xFC7C95D827357AFA, 0x18A6A990C8B35EBD, + 0xCCCB7005C6B9C28D, 0x3BDBB92C43B17F26, 0xAA70B5B4F89695A2, 0xE94C39A54A98307F, + 0xB7A0B174CFF6F36E, 0xD4DBA84729AF48AD, 0x2E18BC1AD9704A68, 0x2DE0966DAF2F8B1C, + 0xB9C11D5B1E43A07E, 0x64972D68DEE33360, 0x94628D38D0C20584, 0xDBC0D2B6AB90A559, + 0xD2733C4335C6A72F, 0x7E75D99D94A70F4D, 0x6CED1983376FA72B, 0x97FCAACBF030BC24, + 0x7B77497B32503B12, 0x8547EDDFB81CCB94, 0x79999CDFF70902CB, 0xCFFE1939438E9B24, + 0x829626E3892D95D7, 0x92FAE24291F2B3F1, 0x63E22C147B9C3403, 0xC678B6D860284A1C, + 0x5873888850659AE7, 0x0981DCD296A8736D, 0x9F65789A6509A440, 0x9FF38FED72E9052F, + 0xE479EE5B9930578C, 0xE7F28ECD2D49EECD, 0x56C074A581EA17FE, 0x5544F7D774B14AEF, + 0x7B3F0195FC6F290F, 0x12153635B2C0CF57, 0x7F5126DBBA5E0CA7, 0x7A76956C3EAFB413, + 0x3D5774A11D31AB39, 0x8A1B083821F40CB4, 0x7B4A38E32537DF62, 0x950113646D1D6E03, + 0x4DA8979A0041E8A9, 0x3BC36E078F7515D7, 0x5D0A12F27AD310D1, 0x7F9D1A2E1EBE1327, + 0xDA3A361B1C5157B1, 0xDCDD7D20903D0C25, 0x36833336D068F707, 0xCE68341F79893389, + 0xAB9090168DD05F34, 0x43954B3252DC25E5, 0xB438C2B67F98E5E9, 0x10DCD78E3851A492, + 0xDBC27AB5447822BF, 0x9B3CDB65F82CA382, 0xB67B7896167B4C84, 0xBFCED1B0048EAC50, + 0xA9119B60369FFEBD, 0x1FFF7AC80904BF45, 0xAC12FB171817EEE7, 0xAF08DA9177DDA93D, + 0x1B0CAB936E65C744, 0xB559EB1D04E5E932, 0xC37B45B3F8D6F2BA, 0xC3A9DC228CAAC9E9, + 0xF3B8B6675A6507FF, 0x9FC477DE4ED681DA, 0x67378D8ECCEF96CB, 0x6DD856D94D259236, + 0xA319CE15B0B4DB31, 0x073973751F12DD5E, 0x8A8E849EB32781A5, 0xE1925C71285279F5, + 0x74C04BF1790C0EFE, 0x4DDA48153C94938A, 0x9D266D6A1CC0542C, 0x7440FB816508C4FE, + 0x13328503DF48229F, 0xD6BF7BAEE43CAC40, 0x4838D65F6EF6748F, 0x1E152328F3318DEA, + 0x8F8419A348F296BF, 0x72C8834A5957B511, 0xD7A023A73260B45C, 0x94EBC8ABCFB56DAE, + 0x9FC10D0F989993E0, 0xDE68A2355B93CAE6, 0xA44CFE79AE538BBE, 0x9D1D84FCCE371425, + 0x51D2B1AB2DDFB636, 0x2FD7E4B9E72CD38C, 0x65CA5B96B7552210, 0xDD69A0D8AB3B546D, + 0x604D51B25FBF70E2, 0x73AA8A564FB7AC9E, 0x1A8C1E992B941148, 0xAAC40A2703D9BEA0, + 0x764DBEAE7FA4F3A6, 0x1E99B96E70A9BE8B, 0x2C5E9DEB57EF4743, 0x3A938FEE32D29981, + 0x26E6DB8FFDF5ADFE, 0x469356C504EC9F9D, 0xC8763C5B08D1908C, 0x3F6C6AF859D80055, + 0x7F7CC39420A3A545, 0x9BFB227EBDF4C5CE, 0x89039D79D6FC5C5C, 0x8FE88B57305E2AB6, + 0xA09E8C8C35AB96DE, 0xFA7E393983325753, 0xD6B6D0ECC617C699, 0xDFEA21EA9E7557E3, + 0xB67C1FA481680AF8, 0xCA1E3785A9E724E5, 0x1CFC8BED0D681639, 0xD18D8549D140CAEA, + 0x4ED0FE7E9DC91335, 0xE4DBF0634473F5D2, 0x1761F93A44D5AEFE, 0x53898E4C3910DA55, + 0x734DE8181F6EC39A, 0x2680B122BAA28D97, 0x298AF231C85BAFAB, 0x7983EED3740847D5, + 0x66C1A2A1A60CD889, 0x9E17E49642A3E4C1, 0xEDB454E7BADC0805, 0x50B704CAB602C329, + 0x4CC317FB9CDDD023, 0x66B4835D9EAFEA22, 0x219B97E26FFC81BD, 0x261E4E4C0A333A9D, + 0x1FE2CCA76517DB90, 0xD7504DFA8816EDBB, 0xB9571FA04DC089C8, 0x1DDC0325259B27DE, + 0xCF3F4688801EB9AA, 0xF4F5D05C10CAB243, 0x38B6525C21A42B0E, 0x36F60E2BA4FA6800, + 0xEB3593803173E0CE, 0x9C4CD6257C5A3603, 0xAF0C317D32ADAA8A, 0x258E5A80C7204C4B, + 0x8B889D624D44885D, 0xF4D14597E660F855, 0xD4347F66EC8941C3, 0xE699ED85B0DFB40D, + 0x2472F6207C2D0484, 0xC2A1E7B5B459AEB5, 0xAB4F6451CC1D45EC, 0x63767572AE3D6174, + 0xA59E0BD101731A28, 0x116D0016CB948F09, 0x2CF9C8CA052F6E9F, 0x0B090A7560A968E3, + 0xABEEDDB2DDE06FF1, 0x58EFC10B06A2068D, 0xC6E57A78FBD986E0, 0x2EAB8CA63CE802D7, + 0x14A195640116F336, 0x7C0828DD624EC390, 0xD74BBE77E6116AC7, 0x804456AF10F5FB53, + 0xEBE9EA2ADF4321C7, 0x03219A39EE587A30, 0x49787FEF17AF9924, 0xA1E9300CD8520548, + 0x5B45E522E4B1B4EF, 0xB49C3B3995091A36, 0xD4490AD526F14431, 0x12A8F216AF9418C2, + 0x001F837CC7350524, 0x1877B51E57A764D5, 0xA2853B80F17F58EE, 0x993E1DE72D36D310, + 0xB3598080CE64A656, 0x252F59CF0D9F04BB, 0xD23C8E176D113600, 0x1BDA0492E7E4586E, + 0x21E0BD5026C619BF, 0x3B097ADAF088F94E, 0x8D14DEDB30BE846E, 0xF95CFFA23AF5F6F4, + 0x3871700761B3F743, 0xCA672B91E9E4FA16, 0x64C8E531BFF53B55, 0x241260ED4AD1E87D, + 0x106C09B972D2E822, 0x7FBA195410E5CA30, 0x7884D9BC6CB569D8, 0x0647DFEDCD894A29, + 0x63573FF03E224774, 0x4FC8E9560F91B123, 0x1DB956E450275779, 0xB8D91274B9E9D4FB, + 0xA2EBEE47E2FBFCE1, 0xD9F1F30CCD97FB09, 0xEFED53D75FD64E6B, 0x2E6D02C36017F67F, + 0xA9AA4D20DB084E9B, 0xB64BE8D8B25396C1, 0x70CB6AF7C2D5BCF0, 0x98F076A4F7A2322E, + 0xBF84470805E69B5F, 0x94C3251F06F90CF3, 0x3E003E616A6591E9, 0xB925A6CD0421AFF3, + 0x61BDD1307C66E300, 0xBF8D5108E27E0D48, 0x240AB57A8B888B20, 0xFC87614BAF287E07, + 0xEF02CDD06FFDB432, 0xA1082C0466DF6C0A, 0x8215E577001332C8, 0xD39BB9C3A48DB6CF, + 0x2738259634305C14, 0x61CF4F94C97DF93D, 0x1B6BACA2AE4E125B, 0x758F450C88572E0B, + 0x959F587D507A8359, 0xB063E962E045F54D, 0x60E8ED72C0DFF5D1, 0x7B64978555326F9F, + 0xFD080D236DA814BA, 0x8C90FD9B083F4558, 0x106F72FE81E2C590, 0x7976033A39F7D952, + 0xA4EC0132764CA04B, 0x733EA705FAE4FA77, 0xB4D8F77BC3E56167, 0x9E21F4F903B33FD9, + 0x9D765E419FB69F6D, 0xD30C088BA61EA5EF, 0x5D94337FBFAF7F5B, 0x1A4E4822EB4D7A59, + 0x6FFE73E81B637FB3, 0xDDF957BC36D8B9CA, 0x64D0E29EEA8838B3, 0x08DD9BDFD96B9F63, + 0x087E79E5A57D1D13, 0xE328E230E3E2B3FB, 0x1C2559E30F0946BE, 0x720BF5F26F4D2EAA, + 0xB0774D261CC609DB, 0x443F64EC5A371195, 0x4112CF68649A260E, 0xD813F2FAB7F5C5CA, + 0x660D3257380841EE, 0x59AC2C7873F910A3, 0xE846963877671A17, 0x93B633ABFA3469F8, + 0xC0C0F5A60EF4CDCF, 0xCAF21ECD4377B28C, 0x57277707199B8175, 0x506C11B9D90E8B1D, + 0xD83CC2687A19255F, 0x4A29C6465A314CD1, 0xED2DF21216235097, 0xB5635C95FF7296E2, + 0x22AF003AB672E811, 0x52E762596BF68235, 0x9AEBA33AC6ECC6B0, 0x944F6DE09134DFB6, + 0x6C47BEC883A7DE39, 0x6AD047C430A12104, 0xA5B1CFDBA0AB4067, 0x7C45D833AFF07862, + 0x5092EF950A16DA0B, 0x9338E69C052B8E7B, 0x455A4B4CFE30E3F5, 0x6B02E63195AD0CF8, + 0x6B17B224BAD6BF27, 0xD1E0CCD25BB9C169, 0xDE0C89A556B9AE70, 0x50065E535A213CF6, + 0x9C1169FA2777B874, 0x78EDEFD694AF1EED, 0x6DC93D9526A50E68, 0xEE97F453F06791ED, + 0x32AB0EDB696703D3, 0x3A6853C7E70757A7, 0x31865CED6120F37D, 0x67FEF95D92607890, + 0x1F2B1D1F15F6DC9C, 0xB69E38A8965C6B65, 0xAA9119FF184CCCF4, 0xF43C732873F24C13, + 0xFB4A3D794A9A80D2, 0x3550C2321FD6109C, 0x371F77E76BB8417E, 0x6BFA9AAE5EC05779, + 0xCD04F3FF001A4778, 0xE3273522064480CA, 0x9F91508BFFCFC14A, 0x049A7F41061A9E60, + 0xFCB6BE43A9F2FE9B, 0x08DE8A1C7797DA9B, 0x8F9887E6078735A1, 0xB5B4071DBFC73A66, + 0x230E343DFBA08D33, 0x43ED7F5A0FAE657D, 0x3A88A0FBBCB05C63, 0x21874B8B4D2DBC4F, + 0x1BDEA12E35F6A8C9, 0x53C065C6C8E63528, 0xE34A1D250E7A8D6B, 0xD6B04D3B7651DD7E, + 0x5E90277E7CB39E2D, 0x2C046F22062DC67D, 0xB10BB459132D0A26, 0x3FA9DDFB67E2F199, + 0x0E09B88E1914F7AF, 0x10E8B35AF3EEAB37, 0x9EEDECA8E272B933, 0xD4C718BC4AE8AE5F, + 0x81536D601170FC20, 0x91B534F885818A06, 0xEC8177F83F900978, 0x190E714FADA5156E, + 0xB592BF39B0364963, 0x89C350C893AE7DC1, 0xAC042E70F8B383F2, 0xB49B52E587A1EE60, + 0xFB152FE3FF26DA89, 0x3E666E6F69AE2C15, 0x3B544EBE544C19F9, 0xE805A1E290CF2456, + 0x24B33C9D7ED25117, 0xE74733427B72F0C1, 0x0A804D18B7097475, 0x57E3306D881EDB4F, + 0x4AE7D6A36EB5DBCB, 0x2D8D5432157064C8, 0xD1E649DE1E7F268B, 0x8A328A1CEDFE552C, + 0x07A3AEC79624C7DA, 0x84547DDC3E203C94, 0x990A98FD5071D263, 0x1A4FF12616EEFC89, + 0xF6F7FD1431714200, 0x30C05B1BA332F41C, 0x8D2636B81555A786, 0x46C9FEB55D120902, + 0xCCEC0A73B49C9921, 0x4E9D2827355FC492, 0x19EBB029435DCB0F, 0x4659D2B743848A2C, + 0x963EF2C96B33BE31, 0x74F85198B05A2E7D, 0x5A0F544DD2B1FB18, 0x03727073C2E134B1, + 0xC7F6AA2DE59AEA61, 0x352787BAA0D7C22F, 0x9853EAB63B5E0B35, 0xABBDCDD7ED5C0860, + 0xCF05DAF5AC8D77B0, 0x49CAD48CEBF4A71E, 0x7A4C10EC2158C4A6, 0xD9E92AA246BF719E, + 0x13AE978D09FE5557, 0x730499AF921549FF, 0x4E4B705B92903BA4, 0xFF577222C14F0A3A, + 0x55B6344CF97AAFAE, 0xB862225B055B6960, 0xCAC09AFBDDD2CDB4, 0xDAF8E9829FE96B5F, + 0xB5FDFC5D3132C498, 0x310CB380DB6F7503, 0xE87FBB46217A360E, 0x2102AE466EBB1148, + 0xF8549E1A3AA5E00D, 0x07A69AFDCC42261A, 0xC4C118BFE78FEAAE, 0xF9F4892ED96BD438, + 0x1AF3DBE25D8F45DA, 0xF5B4B0B0D2DEEEB4, 0x962ACEEFA82E1C84, 0x046E3ECAAF453CE9, + 0xF05D129681949A4C, 0x964781CE734B3C84, 0x9C2ED44081CE5FBD, 0x522E23F3925E319E, + 0x177E00F9FC32F791, 0x2BC60A63A6F3B3F2, 0x222BBFAE61725606, 0x486289DDCC3D6780, + 0x7DC7785B8EFDFC80, 0x8AF38731C02BA980, 0x1FAB64EA29A2DDF7, 0xE4D9429322CD065A, + 0x9DA058C67844F20C, 0x24C0E332B70019B0, 0x233003B5A6CFE6AD, 0xD586BD01C5C217F6, + 0x5E5637885F29BC2B, 0x7EBA726D8C94094B, 0x0A56A5F0BFE39272, 0xD79476A84EE20D06, + 0x9E4C1269BAA4BF37, 0x17EFEE45B0DEE640, 0x1D95B0A5FCF90BC6, 0x93CBE0B699C2585D, + 0x65FA4F227A2B6D79, 0xD5F9E858292504D5, 0xC2B5A03F71471A6F, 0x59300222B4561E00, + 0xCE2F8642CA0712DC, 0x7CA9723FBB2E8988, 0x2785338347F2BA08, 0xC61BB3A141E50E8C, + 0x150F361DAB9DEC26, 0x9F6A419D382595F4, 0x64A53DC924FE7AC9, 0x142DE49FFF7A7C3D, + 0x0C335248857FA9E7, 0x0A9C32D5EAE45305, 0xE6C42178C4BBB92E, 0x71F1CE2490D20B07, + 0xF1BCC3D275AFE51A, 0xE728E8C83C334074, 0x96FBF83A12884624, 0x81A1549FD6573DA5, + 0x5FA7867CAF35E149, 0x56986E2EF3ED091B, 0x917F1DD5F8886C61, 0xD20D8C88C8FFE65F, + 0x31D71DCE64B2C310, 0xF165B587DF898190, 0xA57E6339DD2CF3A0, 0x1EF6E6DBB1961EC9, + 0x70CC73D90BC26E24, 0xE21A6B35DF0C3AD7, 0x003A93D8B2806962, 0x1C99DED33CB890A1, + 0xCF3145DE0ADD4289, 0xD0E4427A5514FB72, 0x77C621CC9FB3A483, 0x67A34DAC4356550B, + 0xF8D626AAAF278509, + }; + } +} \ No newline at end of file From 166180cf95021c1b1f59ae5071c66a72453eeb9b Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 9 Oct 2020 19:52:18 +0200 Subject: [PATCH 106/160] Add Arbiter tests --- .../Cosette.Arbiter.Tests.csproj | 20 +++++++++++++++++++ Cosette.Arbiter.Tests/HashKeyTests.cs | 20 +++++++++++++++++++ Cosette.sln | 18 +++++++++++++++++ 3 files changed, 58 insertions(+) create mode 100644 Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj create mode 100644 Cosette.Arbiter.Tests/HashKeyTests.cs diff --git a/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj b/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj new file mode 100644 index 0000000..356ed77 --- /dev/null +++ b/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj @@ -0,0 +1,20 @@ + + + + net5.0 + + false + + + + + + + + + + + + + + diff --git a/Cosette.Arbiter.Tests/HashKeyTests.cs b/Cosette.Arbiter.Tests/HashKeyTests.cs new file mode 100644 index 0000000..18b7124 --- /dev/null +++ b/Cosette.Arbiter.Tests/HashKeyTests.cs @@ -0,0 +1,20 @@ +using System; +using System.Collections.Generic; +using Cosette.Arbiter.Book; +using Xunit; + +namespace Cosette.Arbiter.Tests +{ + public class HashKeyTests + { + [Theory] + [InlineData(new string[] { }, 5060803636482931868)] + public void HashKey_FromInitialPosition(string[] moves, ulong expectedHashKey) + { + var polyglotBoard = new PolyglotBoard(); + polyglotBoard.InitDefaultState(); + + Assert.Equal(expectedHashKey, polyglotBoard.CalculateHash()); + } + } +} diff --git a/Cosette.sln b/Cosette.sln index ab406e8..8c97576 100644 --- a/Cosette.sln +++ b/Cosette.sln @@ -17,6 +17,8 @@ Project("{2150E333-8FDC-42A3-9474-1A3956D46DE8}") = "Solution Items", "Solution EndProject Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Cosette.Arbiter", "Cosette.Arbiter\Cosette.Arbiter.csproj", "{DAB140A1-17EB-4688-8107-8C2AEA737AD6}" EndProject +Project("{FAE04EC0-301F-11D3-BF4B-00C04F79EFBC}") = "Cosette.Arbiter.Tests", "Cosette.Arbiter.Tests\Cosette.Arbiter.Tests.csproj", "{446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}" +EndProject Global GlobalSection(SolutionConfigurationPlatforms) = preSolution BMI|Any CPU = BMI|Any CPU @@ -73,6 +75,22 @@ Global {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|Any CPU.Build.0 = Release|Any CPU {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|x64.ActiveCfg = Release|Any CPU {DAB140A1-17EB-4688-8107-8C2AEA737AD6}.Release|x64.Build.0 = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.BMI|Any CPU.ActiveCfg = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.BMI|Any CPU.Build.0 = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.BMI|x64.ActiveCfg = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.BMI|x64.Build.0 = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.CCRL|Any CPU.ActiveCfg = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.CCRL|Any CPU.Build.0 = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.CCRL|x64.ActiveCfg = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.CCRL|x64.Build.0 = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Debug|Any CPU.ActiveCfg = Debug|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Debug|Any CPU.Build.0 = Debug|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Debug|x64.ActiveCfg = Debug|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Debug|x64.Build.0 = Debug|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Release|Any CPU.ActiveCfg = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Release|Any CPU.Build.0 = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Release|x64.ActiveCfg = Release|Any CPU + {446DB14C-F30C-4A0C-86AB-8CCF3CF7CB53}.Release|x64.Build.0 = Release|Any CPU EndGlobalSection GlobalSection(SolutionProperties) = preSolution HideSolutionNode = FALSE From d38a45ac2f78b2170e911ac955a5c6ba942e972c Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 9 Oct 2020 19:52:27 +0200 Subject: [PATCH 107/160] Add Polyglot board state --- Cosette.Arbiter/Book/PieceType.cs | 19 ++++++++ Cosette.Arbiter/Book/PolyglotBoard.cs | 69 +++++++++++++++++++++++++++ 2 files changed, 88 insertions(+) create mode 100644 Cosette.Arbiter/Book/PieceType.cs create mode 100644 Cosette.Arbiter/Book/PolyglotBoard.cs diff --git a/Cosette.Arbiter/Book/PieceType.cs b/Cosette.Arbiter/Book/PieceType.cs new file mode 100644 index 0000000..08abb29 --- /dev/null +++ b/Cosette.Arbiter/Book/PieceType.cs @@ -0,0 +1,19 @@ +namespace Cosette.Arbiter.Book +{ + public enum PieceType + { + None = -1, + BlackPawn, + WhitePawn, + BlackKnight, + WhiteKnight, + BlackBishop, + WhiteBishop, + BlackRook, + WhiteRook, + BlackQueen, + WhiteQueen, + BlackKing, + WhiteKing + } +} diff --git a/Cosette.Arbiter/Book/PolyglotBoard.cs b/Cosette.Arbiter/Book/PolyglotBoard.cs new file mode 100644 index 0000000..2649256 --- /dev/null +++ b/Cosette.Arbiter/Book/PolyglotBoard.cs @@ -0,0 +1,69 @@ +namespace Cosette.Arbiter.Book +{ + public class PolyglotBoard + { + private PieceType[,] _state; + + public PolyglotBoard() + { + _state = new PieceType[8,8]; + } + + public void InitDefaultState() + { + _state[0, 0] = PieceType.WhiteRook; + _state[1, 0] = PieceType.WhiteKnight; + _state[2, 0] = PieceType.WhiteBishop; + _state[3, 0] = PieceType.WhiteQueen; + _state[4, 0] = PieceType.WhiteKing; + _state[5, 0] = PieceType.WhiteBishop; + _state[6, 0] = PieceType.WhiteKnight; + _state[7, 0] = PieceType.WhiteRook; + + _state[0, 1] = PieceType.WhitePawn; + _state[1, 1] = PieceType.WhitePawn; + _state[2, 1] = PieceType.WhitePawn; + _state[3, 1] = PieceType.WhitePawn; + _state[4, 1] = PieceType.WhitePawn; + _state[5, 1] = PieceType.WhitePawn; + _state[6, 1] = PieceType.WhitePawn; + _state[7, 1] = PieceType.WhitePawn; + + _state[0, 6] = PieceType.BlackPawn; + _state[1, 6] = PieceType.BlackPawn; + _state[2, 6] = PieceType.BlackPawn; + _state[3, 6] = PieceType.BlackPawn; + _state[4, 6] = PieceType.BlackPawn; + _state[5, 6] = PieceType.BlackPawn; + _state[6, 6] = PieceType.BlackPawn; + _state[7, 6] = PieceType.BlackPawn; + + _state[0, 7] = PieceType.BlackRook; + _state[1, 7] = PieceType.BlackKnight; + _state[2, 7] = PieceType.BlackBishop; + _state[3, 7] = PieceType.BlackQueen; + _state[4, 7] = PieceType.BlackKing; + _state[5, 7] = PieceType.BlackBishop; + _state[6, 7] = PieceType.BlackKnight; + _state[7, 7] = PieceType.BlackRook; + } + + public ulong CalculateHash() + { + ulong result = 0; + + for (var file = 0; file < 8; file++) + { + for (var rank = 0; rank < 8; rank++) + { + if (_state[file, rank] != PieceType.None) + { + result ^= PolyglotConstants.Keys[64 * (int)_state[file, rank] + 8 * rank + file]; + } + } + } + + return result; + } + } +} From 730bdbb2c07764cfdf414b3ffa252e05c4ddda77 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 9 Oct 2020 20:17:56 +0200 Subject: [PATCH 108/160] Add castling and color to hash method --- Cosette.Arbiter/Book/CastlingFlags.cs | 17 ++++++++++++ Cosette.Arbiter/Book/ColorType.cs | 8 ++++++ Cosette.Arbiter/Book/PolyglotBoard.cs | 38 ++++++++++++++++++++++++++- 3 files changed, 62 insertions(+), 1 deletion(-) create mode 100644 Cosette.Arbiter/Book/CastlingFlags.cs create mode 100644 Cosette.Arbiter/Book/ColorType.cs diff --git a/Cosette.Arbiter/Book/CastlingFlags.cs b/Cosette.Arbiter/Book/CastlingFlags.cs new file mode 100644 index 0000000..7d51a9a --- /dev/null +++ b/Cosette.Arbiter/Book/CastlingFlags.cs @@ -0,0 +1,17 @@ +using System; + +namespace Cosette.Arbiter.Book +{ + [Flags] + public enum CastlingFlags + { + None = 0, + WhiteShort = 1, + WhiteLong = 2, + BlackShort = 4, + BlackLong = 8, + WhiteCastling = WhiteShort | WhiteLong, + BlackCastling = BlackShort | BlackLong, + Everything = WhiteShort | WhiteLong | BlackShort | BlackLong + } +} diff --git a/Cosette.Arbiter/Book/ColorType.cs b/Cosette.Arbiter/Book/ColorType.cs new file mode 100644 index 0000000..ae23ffc --- /dev/null +++ b/Cosette.Arbiter/Book/ColorType.cs @@ -0,0 +1,8 @@ +namespace Cosette.Arbiter.Book +{ + public enum ColorType + { + White, + Black + } +} diff --git a/Cosette.Arbiter/Book/PolyglotBoard.cs b/Cosette.Arbiter/Book/PolyglotBoard.cs index 2649256..a287849 100644 --- a/Cosette.Arbiter/Book/PolyglotBoard.cs +++ b/Cosette.Arbiter/Book/PolyglotBoard.cs @@ -1,16 +1,30 @@ -namespace Cosette.Arbiter.Book +using System; + +namespace Cosette.Arbiter.Book { public class PolyglotBoard { private PieceType[,] _state; + private CastlingFlags _castlingFlags; + private ColorType _colorToMove; public PolyglotBoard() { _state = new PieceType[8,8]; + _castlingFlags = CastlingFlags.Everything; + _colorToMove = ColorType.White; } public void InitDefaultState() { + for (var file = 0; file < 8; file++) + { + for (var rank = 0; rank < 8; rank++) + { + _state[file, rank] = PieceType.None; + } + } + _state[0, 0] = PieceType.WhiteRook; _state[1, 0] = PieceType.WhiteKnight; _state[2, 0] = PieceType.WhiteBishop; @@ -63,6 +77,28 @@ public ulong CalculateHash() } } + if ((_castlingFlags & CastlingFlags.WhiteShort) != 0) + { + result ^= PolyglotConstants.Keys[768]; + } + if ((_castlingFlags & CastlingFlags.WhiteLong) != 0) + { + result ^= PolyglotConstants.Keys[769]; + } + if ((_castlingFlags & CastlingFlags.BlackShort) != 0) + { + result ^= PolyglotConstants.Keys[770]; + } + if ((_castlingFlags & CastlingFlags.BlackLong) != 0) + { + result ^= PolyglotConstants.Keys[771]; + } + + if (_colorToMove == ColorType.White) + { + result ^= PolyglotConstants.Keys[780]; + } + return result; } } From c5b9b2b9af77fa9b715803a00af0cbe754fb2107 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 9 Oct 2020 20:24:17 +0200 Subject: [PATCH 109/160] Add more Polyglot hash tests --- Cosette.Arbiter.Tests/HashKeyTests.cs | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/Cosette.Arbiter.Tests/HashKeyTests.cs b/Cosette.Arbiter.Tests/HashKeyTests.cs index 18b7124..cc7f629 100644 --- a/Cosette.Arbiter.Tests/HashKeyTests.cs +++ b/Cosette.Arbiter.Tests/HashKeyTests.cs @@ -9,6 +9,14 @@ public class HashKeyTests { [Theory] [InlineData(new string[] { }, 5060803636482931868)] + [InlineData(new[] { "e2e4" }, 9384546495678726550)] + [InlineData(new[] { "e2e4", "d7d5" }, 528813709611831216)] + [InlineData(new[] { "e2e4", "d7d5", "e4e5", }, 7363297126586722772)] + [InlineData(new[] { "e2e4", "d7d5", "e4e5", "f7f5" }, 2496273314520498040)] + [InlineData(new[] { "e2e4", "d7d5", "e4e5", "f7f5", "e1e2" }, 7289745035295343297)] + [InlineData(new[] { "e2e4", "d7d5", "e4e5", "f7f5", "e1e2", "e8f7" }, 71445182323015129)] + [InlineData(new[] { "a2a4", "b7b5", "h2h4", "b5b4", "c2c4" }, 4359805404264691255)] + [InlineData(new[] { "a2a4", "b7b5", "h2h4", "b5b4", "c2c4", "b4c3", "a1a3" }, 6647202560273257824)] public void HashKey_FromInitialPosition(string[] moves, ulong expectedHashKey) { var polyglotBoard = new PolyglotBoard(); From 67b756c7ce1fe5d4071be73d78683ffdfbb1a5b2 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 9 Oct 2020 21:09:06 +0200 Subject: [PATCH 110/160] Add method to make move --- Cosette.Arbiter.Tests/HashKeyTests.cs | 5 ++ Cosette.Arbiter/Book/PolyglotBoard.cs | 106 ++++++++++++++++++++++++++ 2 files changed, 111 insertions(+) diff --git a/Cosette.Arbiter.Tests/HashKeyTests.cs b/Cosette.Arbiter.Tests/HashKeyTests.cs index cc7f629..ca7d7b6 100644 --- a/Cosette.Arbiter.Tests/HashKeyTests.cs +++ b/Cosette.Arbiter.Tests/HashKeyTests.cs @@ -22,6 +22,11 @@ public void HashKey_FromInitialPosition(string[] moves, ulong expectedHashKey) var polyglotBoard = new PolyglotBoard(); polyglotBoard.InitDefaultState(); + foreach (var move in moves) + { + polyglotBoard.MakeMove(move); + } + Assert.Equal(expectedHashKey, polyglotBoard.CalculateHash()); } } diff --git a/Cosette.Arbiter/Book/PolyglotBoard.cs b/Cosette.Arbiter/Book/PolyglotBoard.cs index a287849..df62541 100644 --- a/Cosette.Arbiter/Book/PolyglotBoard.cs +++ b/Cosette.Arbiter/Book/PolyglotBoard.cs @@ -7,12 +7,14 @@ public class PolyglotBoard private PieceType[,] _state; private CastlingFlags _castlingFlags; private ColorType _colorToMove; + private int _enPassantFile; public PolyglotBoard() { _state = new PieceType[8,8]; _castlingFlags = CastlingFlags.Everything; _colorToMove = ColorType.White; + _enPassantFile = -1; } public void InitDefaultState() @@ -62,6 +64,105 @@ public void InitDefaultState() _state[7, 7] = PieceType.BlackRook; } + public void MakeMove(string move) + { + var (fromFile, fromRank) = (move[0] - 'a', move[1] - '1'); + var (toFile, toRank) = (move[2] - 'a', move[3] - '1'); + var pieceType = _state[fromFile, fromRank]; + var oldEnPassant = _enPassantFile; + + // Pieces + _state[toFile, toRank] = _state[fromFile, fromRank]; + _state[fromFile, fromRank] = PieceType.None; + _enPassantFile = -1; + + // Castling + if (pieceType == PieceType.WhiteKing) + { + _castlingFlags &= ~CastlingFlags.WhiteCastling; + + if (Math.Abs(fromFile - toFile) == 2) + { + // Short castling + if (fromFile < toFile) + { + _state[7, 0] = PieceType.None; + _state[5, 0] = PieceType.WhiteRook; + } + // Long castling + else + { + _state[0, 0] = PieceType.None; + _state[3, 0] = PieceType.WhiteRook; + } + } + } + else if (pieceType == PieceType.BlackKing) + { + _castlingFlags &= ~CastlingFlags.BlackCastling; + + if (Math.Abs(fromFile - toFile) == 2) + { + // Short castling + if (fromFile < toFile) + { + _state[7, 7] = PieceType.None; + _state[5, 7] = PieceType.BlackRook; + } + // Long castling + else + { + _state[0, 7] = PieceType.None; + _state[3, 7] = PieceType.BlackRook; + } + } + } + else if (pieceType == PieceType.WhiteRook && fromFile == 0 && fromRank == 0) + { + _castlingFlags &= ~CastlingFlags.WhiteLong; + } + else if (pieceType == PieceType.WhiteRook && fromFile == 7 && fromRank == 0) + { + _castlingFlags &= ~CastlingFlags.WhiteShort; + } + else if (pieceType == PieceType.BlackRook && fromFile == 0 && fromRank == 7) + { + _castlingFlags &= ~CastlingFlags.BlackLong; + } + else if (pieceType == PieceType.BlackRook && fromFile == 7 && fromRank == 7) + { + _castlingFlags &= ~CastlingFlags.BlackShort; + } + + // En passant + if (pieceType == PieceType.WhitePawn || pieceType == PieceType.BlackPawn) + { + if (Math.Abs(fromRank - toRank) == 2) + { + var targetPieceType = _colorToMove == ColorType.White ? PieceType.BlackPawn : PieceType.WhitePawn; + if (toFile > 0 && _state[toFile - 1, toRank] == targetPieceType || + toFile < 7 && _state[toFile + 1, toRank] == targetPieceType) + { + _enPassantFile = toFile; + } + } + else if (Math.Abs(fromFile - toFile) == 1 && toFile == oldEnPassant) + { + if (_colorToMove == ColorType.White) + { + _state[toFile, toRank - 1] = PieceType.None; + } + else if (_colorToMove == ColorType.Black) + { + _state[toFile, toRank + 1] = PieceType.None; + } + } + } + + // Color + _colorToMove = _colorToMove == ColorType.White ? ColorType.Black : ColorType.White; + } + public ulong CalculateHash() { ulong result = 0; @@ -94,6 +195,11 @@ public ulong CalculateHash() result ^= PolyglotConstants.Keys[771]; } + if (_enPassantFile != -1) + { + result ^= PolyglotConstants.Keys[772 + _enPassantFile]; + } + if (_colorToMove == ColorType.White) { result ^= PolyglotConstants.Keys[780]; From 279fe5ba0071ff0c94c12ae813413695fbbbad33 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 11:33:14 +0200 Subject: [PATCH 111/160] Add Polyglot book reading --- Cosette.Arbiter/Book/PolyglotBook.cs | 80 +++++++++++++++++++++++ Cosette.Arbiter/Book/PolyglotBookEntry.cs | 12 ++++ Cosette.Arbiter/Book/PolyglotBookMove.cs | 21 ++++++ Cosette.Arbiter/Cosette.Arbiter.csproj | 4 ++ Cosette.Arbiter/Settings/SettingsModel.cs | 3 + 5 files changed, 120 insertions(+) create mode 100644 Cosette.Arbiter/Book/PolyglotBook.cs create mode 100644 Cosette.Arbiter/Book/PolyglotBookEntry.cs create mode 100644 Cosette.Arbiter/Book/PolyglotBookMove.cs diff --git a/Cosette.Arbiter/Book/PolyglotBook.cs b/Cosette.Arbiter/Book/PolyglotBook.cs new file mode 100644 index 0000000..23541b7 --- /dev/null +++ b/Cosette.Arbiter/Book/PolyglotBook.cs @@ -0,0 +1,80 @@ +using System; +using System.Collections.Generic; +using System.IO; +using System.Runtime.InteropServices; +using Cosette.Arbiter.Settings; + +namespace Cosette.Arbiter.Book +{ + public class PolyglotBook + { + public List GetRandomOpening() + { + return null; + } + + public unsafe List GetBookEntries(ulong hash) + { + var foundEntries = new List(); + + var entrySize = sizeof(PolyglotBookEntry); + var bookInfo = new FileInfo(SettingsLoader.Data.PolyglotOpeningBook); + var entriesCount = bookInfo.Length / entrySize; + long left = 0; + long right = entriesCount - 1; + + using (var binaryReader = new BinaryReader(new FileStream(SettingsLoader.Data.PolyglotOpeningBook, FileMode.Open))) + { + var buffer = new byte[16]; + var bufferHandle = GCHandle.Alloc(buffer, GCHandleType.Pinned); + var bufferPtr = bufferHandle.AddrOfPinnedObject(); + + while (left <= right) + { + long middle = (left + right) / 2; + var entry = ReadEntry(binaryReader, buffer, bufferPtr, middle, entrySize); + + if (entry.Hash < hash) + { + left = middle + 1; + } + else + { + right = middle - 1; + } + } + + while (true) + { + var entry = ReadEntry(binaryReader, buffer, bufferPtr, left++, entrySize); + if (entry.Hash == hash) + { + foundEntries.Add(entry); + } + else + { + break; + } + } + + bufferHandle.Free(); + } + + return foundEntries; + } + + private PolyglotBookEntry ReadEntry(BinaryReader binaryReader, byte[] buffer, IntPtr bufferPtr, long position, int entrySize) + { + binaryReader.BaseStream.Seek(position * entrySize, SeekOrigin.Begin); + binaryReader.Read(buffer, 0, 16); + + // Swap big endian to little endian + Array.Reverse(buffer, 0, 8); + Array.Reverse(buffer, 8, 2); + Array.Reverse(buffer, 10, 2); + Array.Reverse(buffer, 12, 4); + + return (PolyglotBookEntry)Marshal.PtrToStructure(bufferPtr, typeof(PolyglotBookEntry)); + } + } +} diff --git a/Cosette.Arbiter/Book/PolyglotBookEntry.cs b/Cosette.Arbiter/Book/PolyglotBookEntry.cs new file mode 100644 index 0000000..e2a8005 --- /dev/null +++ b/Cosette.Arbiter/Book/PolyglotBookEntry.cs @@ -0,0 +1,12 @@ +namespace Cosette.Arbiter.Book +{ + public struct PolyglotBookEntry + { + public ulong Hash; + public PolyglotBookMove Move; + public ushort Weight; + public int Learn; + + public static PolyglotBookEntry Zero = new PolyglotBookEntry(); + } +} diff --git a/Cosette.Arbiter/Book/PolyglotBookMove.cs b/Cosette.Arbiter/Book/PolyglotBookMove.cs new file mode 100644 index 0000000..35a9c04 --- /dev/null +++ b/Cosette.Arbiter/Book/PolyglotBookMove.cs @@ -0,0 +1,21 @@ +namespace Cosette.Arbiter.Book +{ + public struct PolyglotBookMove + { + public byte ToFile => (byte)(_data & 0x7); + public byte ToRank => (byte)((_data >> 3) & 0x7); + public byte FromFile => (byte)((_data >> 6) & 0x7); + public byte FromRank => (byte)((_data >> 9) & 0x7); + public byte PromotionPiece => (byte)((_data >> 12) & 0x7); + + private ushort _data; + + public override string ToString() + { + var from = $"{(char)(FromFile + 'a')}{(char)(FromRank + '1')}"; + var to = $"{(char)(ToFile + 'a')}{(char)(ToRank + '1')}"; + + return from + to; + } + } +} diff --git a/Cosette.Arbiter/Cosette.Arbiter.csproj b/Cosette.Arbiter/Cosette.Arbiter.csproj index ff3224a..79321df 100644 --- a/Cosette.Arbiter/Cosette.Arbiter.csproj +++ b/Cosette.Arbiter/Cosette.Arbiter.csproj @@ -5,6 +5,10 @@ netcoreapp3.1 + + true + + diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs index 6bede2d..1ff6cd1 100644 --- a/Cosette.Arbiter/Settings/SettingsModel.cs +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -8,6 +8,9 @@ public class SettingsModel public List Engines { get; set; } public List Options { get; set; } + [JsonProperty("polyglot_opening_book")] + public string PolyglotOpeningBook { get; set; } + [JsonProperty("milliseconds_per_move")] public int MillisecondsPerMove { get; set; } From 0483606a7cfe0e68973b46ae3c879695728d1207 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 12:04:54 +0200 Subject: [PATCH 112/160] Add method to obtain random opening --- Cosette.Arbiter/Book/PolyglotBook.cs | 34 +++++++++++++++++++-- Cosette.Arbiter/Book/PolyglotBookEntry.cs | 5 ++++ Cosette.Arbiter/Book/PolyglotBookMove.cs | 36 ++++++++++++++++++++++- Cosette.Arbiter/Settings/SettingsModel.cs | 3 ++ 4 files changed, 74 insertions(+), 4 deletions(-) diff --git a/Cosette.Arbiter/Book/PolyglotBook.cs b/Cosette.Arbiter/Book/PolyglotBook.cs index 23541b7..bcb2df1 100644 --- a/Cosette.Arbiter/Book/PolyglotBook.cs +++ b/Cosette.Arbiter/Book/PolyglotBook.cs @@ -8,9 +8,34 @@ namespace Cosette.Arbiter.Book { public class PolyglotBook { - public List GetRandomOpening() + private Random _random; + + public PolyglotBook() + { + _random = new Random(); + } + + public List GetRandomOpening() { - return null; + var movesList = new List(); + var polyglotBoard = new PolyglotBoard(); + polyglotBoard.InitDefaultState(); + + for (var i = 0; i < SettingsLoader.Data.PolyglotMaxMoves; i++) + { + var availableMoves = GetBookEntries(polyglotBoard.CalculateHash()); + if (availableMoves.Count == 0) + { + break; + } + + var entry = availableMoves[_random.Next(0, availableMoves.Count)]; + movesList.Add(entry); + + polyglotBoard.MakeMove(entry.Move.ToString()); + } + + return movesList; } public unsafe List GetBookEntries(ulong hash) @@ -49,7 +74,10 @@ public unsafe List GetBookEntries(ulong hash) var entry = ReadEntry(binaryReader, buffer, bufferPtr, left++, entrySize); if (entry.Hash == hash) { - foundEntries.Add(entry); + if (entry.Move != PolyglotBookMove.Zero) + { + foundEntries.Add(entry); + } } else { diff --git a/Cosette.Arbiter/Book/PolyglotBookEntry.cs b/Cosette.Arbiter/Book/PolyglotBookEntry.cs index e2a8005..e344ace 100644 --- a/Cosette.Arbiter/Book/PolyglotBookEntry.cs +++ b/Cosette.Arbiter/Book/PolyglotBookEntry.cs @@ -8,5 +8,10 @@ public struct PolyglotBookEntry public int Learn; public static PolyglotBookEntry Zero = new PolyglotBookEntry(); + + public override string ToString() + { + return Move.ToString(); + } } } diff --git a/Cosette.Arbiter/Book/PolyglotBookMove.cs b/Cosette.Arbiter/Book/PolyglotBookMove.cs index 35a9c04..4b72538 100644 --- a/Cosette.Arbiter/Book/PolyglotBookMove.cs +++ b/Cosette.Arbiter/Book/PolyglotBookMove.cs @@ -1,4 +1,6 @@ -namespace Cosette.Arbiter.Book +#pragma warning disable 649 + +namespace Cosette.Arbiter.Book { public struct PolyglotBookMove { @@ -8,8 +10,40 @@ public struct PolyglotBookMove public byte FromRank => (byte)((_data >> 9) & 0x7); public byte PromotionPiece => (byte)((_data >> 12) & 0x7); + public static PolyglotBookMove Zero = new PolyglotBookMove(); + private ushort _data; + public static bool operator ==(PolyglotBookMove a, PolyglotBookMove b) + { + return a._data == b._data; + } + + public static bool operator !=(PolyglotBookMove a, PolyglotBookMove b) + { + return a._data != b._data; + } + + public override bool Equals(object obj) + { + if (ReferenceEquals(obj, null)) + { + return false; + } + + if (GetType() != obj.GetType()) + { + return false; + } + + return this == (PolyglotBookMove)obj; + } + + public override int GetHashCode() + { + return _data; + } + public override string ToString() { var from = $"{(char)(FromFile + 'a')}{(char)(FromRank + '1')}"; diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs index 1ff6cd1..1f852af 100644 --- a/Cosette.Arbiter/Settings/SettingsModel.cs +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -11,6 +11,9 @@ public class SettingsModel [JsonProperty("polyglot_opening_book")] public string PolyglotOpeningBook { get; set; } + [JsonProperty("polyglot_max_moves")] + public int PolyglotMaxMoves { get; set; } + [JsonProperty("milliseconds_per_move")] public int MillisecondsPerMove { get; set; } From 83749a1f59e65ae15c0fd67e376ee1ca02a7e29c Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 12:16:00 +0200 Subject: [PATCH 113/160] Add opening books to the tournament --- Cosette.Arbiter/Book/PolyglotBook.cs | 5 +++-- Cosette.Arbiter/Tournament/GameData.cs | 4 ++-- Cosette.Arbiter/Tournament/TournamentArbiter.cs | 7 ++++++- 3 files changed, 11 insertions(+), 5 deletions(-) diff --git a/Cosette.Arbiter/Book/PolyglotBook.cs b/Cosette.Arbiter/Book/PolyglotBook.cs index bcb2df1..daa03bf 100644 --- a/Cosette.Arbiter/Book/PolyglotBook.cs +++ b/Cosette.Arbiter/Book/PolyglotBook.cs @@ -1,6 +1,7 @@ using System; using System.Collections.Generic; using System.IO; +using System.Linq; using System.Runtime.InteropServices; using Cosette.Arbiter.Settings; @@ -15,7 +16,7 @@ public PolyglotBook() _random = new Random(); } - public List GetRandomOpening() + public List GetRandomOpening() { var movesList = new List(); var polyglotBoard = new PolyglotBoard(); @@ -35,7 +36,7 @@ public List GetRandomOpening() polyglotBoard.MakeMove(entry.Move.ToString()); } - return movesList; + return movesList.Select(p => p.Move.ToString()).ToList(); } public unsafe List GetBookEntries(ulong hash) diff --git a/Cosette.Arbiter/Tournament/GameData.cs b/Cosette.Arbiter/Tournament/GameData.cs index d383c6e..e79ec47 100644 --- a/Cosette.Arbiter/Tournament/GameData.cs +++ b/Cosette.Arbiter/Tournament/GameData.cs @@ -12,9 +12,9 @@ public class GameData private BestMoveData _lastBestMove; private Color _colorToMove; - public GameData() + public GameData(List opening) { - MovesDone = new List(); + MovesDone = opening; _colorToMove = Color.White; } diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index 4794094..4f928c2 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -1,5 +1,6 @@ using System; using System.Collections.Generic; +using Cosette.Arbiter.Book; using Cosette.Arbiter.Engine; using Cosette.Arbiter.Settings; @@ -9,11 +10,13 @@ public class TournamentArbiter { private List _participants; private TournamentScheduler _scheduler; + private PolyglotBook _polyglotBook; public TournamentArbiter() { _participants = new List(); _scheduler = new TournamentScheduler(); + _polyglotBook = new PolyglotBook(); foreach (var engineData in SettingsLoader.Data.Engines) { @@ -31,7 +34,7 @@ public void Run() _participants.ForEach(p => p.EngineOperator.Init()); for (var gameIndex = 0; gameIndex < SettingsLoader.Data.GamesCount; gameIndex++) { - var gameData = new GameData(); + var gameData = new GameData(_polyglotBook.GetRandomOpening()); var (playerA, playerB) = _scheduler.GetPair(gameIndex); var participantA = _participants[playerA]; var participantB = _participants[playerB]; @@ -42,6 +45,8 @@ public void Run() Console.WriteLine(); Console.WriteLine($"Game {gameIndex}"); Console.Write("Moves: "); + Console.Write(string.Join(' ', gameData.MovesDone)); + Console.Write(" "); participantA.EngineOperator.InitNewGame(); participantB.EngineOperator.InitNewGame(); From e53d0b152df99fad98b6251ae7f196eaefb93b01 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 15:29:03 +0200 Subject: [PATCH 114/160] Fix castling notation --- Cosette.Arbiter/Book/PolyglotBookMove.cs | 23 ++++++++++++++++++++++- 1 file changed, 22 insertions(+), 1 deletion(-) diff --git a/Cosette.Arbiter/Book/PolyglotBookMove.cs b/Cosette.Arbiter/Book/PolyglotBookMove.cs index 4b72538..e20af91 100644 --- a/Cosette.Arbiter/Book/PolyglotBookMove.cs +++ b/Cosette.Arbiter/Book/PolyglotBookMove.cs @@ -48,8 +48,29 @@ public override string ToString() { var from = $"{(char)(FromFile + 'a')}{(char)(FromRank + '1')}"; var to = $"{(char)(ToFile + 'a')}{(char)(ToRank + '1')}"; + var result = from + to; - return from + to; + if (result == "e1h1") + { + return "e1g1"; + } + + if (result == "e8h8") + { + return "e8g8"; + } + + if (result == "e1a1") + { + return "e1c1"; + } + + if (result == "e8a8") + { + return "e8c8"; + } + + return result; } } } From 7c7dd34efc32068d480bb9b011caf2cf763eafad Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 15:29:16 +0200 Subject: [PATCH 115/160] Add better selection of the next move --- Cosette.Arbiter/Book/PolyglotBook.cs | 23 +++++++++++++++++++---- 1 file changed, 19 insertions(+), 4 deletions(-) diff --git a/Cosette.Arbiter/Book/PolyglotBook.cs b/Cosette.Arbiter/Book/PolyglotBook.cs index daa03bf..e46bb73 100644 --- a/Cosette.Arbiter/Book/PolyglotBook.cs +++ b/Cosette.Arbiter/Book/PolyglotBook.cs @@ -22,7 +22,7 @@ public List GetRandomOpening() var polyglotBoard = new PolyglotBoard(); polyglotBoard.InitDefaultState(); - for (var i = 0; i < SettingsLoader.Data.PolyglotMaxMoves; i++) + for (var moveIndex = 0; moveIndex < SettingsLoader.Data.PolyglotMaxMoves; moveIndex++) { var availableMoves = GetBookEntries(polyglotBoard.CalculateHash()); if (availableMoves.Count == 0) @@ -30,10 +30,25 @@ public List GetRandomOpening() break; } - var entry = availableMoves[_random.Next(0, availableMoves.Count)]; - movesList.Add(entry); + availableMoves = availableMoves.OrderBy(p => p.Weight).ToList(); + var weightSum = availableMoves.Sum(p => p.Weight); - polyglotBoard.MakeMove(entry.Move.ToString()); + var probabilityArray = new double[availableMoves.Count]; + for (var availableMoveIndex = 0; availableMoveIndex < availableMoves.Count; availableMoveIndex++) + { + probabilityArray[availableMoveIndex] = (double)availableMoves[availableMoveIndex].Weight / weightSum; + } + + var randomValue = _random.NextDouble(); + for (var availableMoveIndex = 0; availableMoveIndex < availableMoves.Count; availableMoveIndex++) + { + if (probabilityArray[availableMoveIndex] > randomValue || availableMoveIndex == availableMoves.Count - 1) + { + movesList.Add(availableMoves[availableMoveIndex]); + polyglotBoard.MakeMove(availableMoves[availableMoveIndex].Move.ToString()); + break; + } + } } return movesList.Select(p => p.Move.ToString()).ToList(); From 6f48173d82fa002f58a198be87981ec3479230e5 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 16:36:55 +0200 Subject: [PATCH 116/160] Add games history to each tournament participant --- Cosette.Arbiter/Tournament/ArchivedGame.cs | 14 +++++++++++++ Cosette.Arbiter/Tournament/GameResult.cs | 9 ++++++++ .../Tournament/TournamentArbiter.cs | 21 ++++++++++++------- .../Tournament/TournamentParticipant.cs | 14 ++++++++----- 4 files changed, 45 insertions(+), 13 deletions(-) create mode 100644 Cosette.Arbiter/Tournament/ArchivedGame.cs create mode 100644 Cosette.Arbiter/Tournament/GameResult.cs diff --git a/Cosette.Arbiter/Tournament/ArchivedGame.cs b/Cosette.Arbiter/Tournament/ArchivedGame.cs new file mode 100644 index 0000000..f05dc81 --- /dev/null +++ b/Cosette.Arbiter/Tournament/ArchivedGame.cs @@ -0,0 +1,14 @@ +namespace Cosette.Arbiter.Tournament +{ + public class ArchivedGame + { + public GameData GameData { get; } + public GameResult Result { get; } + + public ArchivedGame(GameData gameData, GameResult result) + { + GameData = gameData; + Result = result; + } + } +} diff --git a/Cosette.Arbiter/Tournament/GameResult.cs b/Cosette.Arbiter/Tournament/GameResult.cs new file mode 100644 index 0000000..bc2c032 --- /dev/null +++ b/Cosette.Arbiter/Tournament/GameResult.cs @@ -0,0 +1,9 @@ +namespace Cosette.Arbiter.Tournament +{ + public enum GameResult + { + Draw, + Win, + Loss + } +} diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index 4f928c2..bb03dd9 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -11,6 +11,7 @@ public class TournamentArbiter private List _participants; private TournamentScheduler _scheduler; private PolyglotBook _polyglotBook; + private int _errors; public TournamentArbiter() { @@ -51,13 +52,16 @@ public void Run() participantA.EngineOperator.InitNewGame(); participantB.EngineOperator.InitNewGame(); - var currentEngineToMove = DateTime.UtcNow.Ticks % 2 == 0 ? participantA : participantB; + var whitePlayer = DateTime.UtcNow.Ticks % 2 == 0 ? participantA : participantB; + var blackPlayer = whitePlayer == participantA ? participantB : participantA; + var (playerToMove, opponent) = (whitePlayer, blackPlayer); + while (true) { - var bestMoveData = currentEngineToMove.EngineOperator.Go(gameData.MovesDone); + var bestMoveData = playerToMove.EngineOperator.Go(gameData.MovesDone); if (bestMoveData == null) { - currentEngineToMove.Errors++; + _errors++; break; } @@ -70,18 +74,19 @@ public void Run() { if (gameData.Winner == Color.None) { - _participants[playerA].Draws++; - _participants[playerB].Draws++; + _participants[playerA].History.Add(new ArchivedGame(gameData, GameResult.Draw)); + _participants[playerB].History.Add(new ArchivedGame(gameData, GameResult.Draw)); } else { - currentEngineToMove.Wins++; + playerToMove.History.Add(new ArchivedGame(gameData, GameResult.Win)); + opponent.History.Add(new ArchivedGame(gameData, GameResult.Loss)); } break; } - currentEngineToMove = currentEngineToMove == participantA ? participantB : participantA; + (playerToMove, opponent) = (opponent, playerToMove); } } } @@ -91,7 +96,7 @@ private void WriteResults() foreach (var participant in _participants) { Console.WriteLine($"{participant.EngineData.Name}: {participant.Wins} wins, {participant.Losses} losses, " + - $"{participant.Draws} draws, {participant.Errors} errors"); + $"{participant.Draws} draws, {_errors} errors"); } } } diff --git a/Cosette.Arbiter/Tournament/TournamentParticipant.cs b/Cosette.Arbiter/Tournament/TournamentParticipant.cs index ecb597f..3098817 100644 --- a/Cosette.Arbiter/Tournament/TournamentParticipant.cs +++ b/Cosette.Arbiter/Tournament/TournamentParticipant.cs @@ -1,4 +1,6 @@ -using Cosette.Arbiter.Engine; +using System.Collections.Generic; +using System.Linq; +using Cosette.Arbiter.Engine; using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Tournament @@ -7,17 +9,19 @@ public class TournamentParticipant { public EngineData EngineData { get; } public EngineOperator EngineOperator { get; } + public List History { get; } public int CurrentRating { get; set; } - public int Wins { get; set; } - public int Losses { get; set; } - public int Draws { get; set; } - public int Errors { get; set; } + public int Wins => History.Count(p => p.Result == GameResult.Win); + public int Losses => History.Count(p => p.Result == GameResult.Loss); + public int Draws => History.Count(p => p.Result == GameResult.Draw); public TournamentParticipant(EngineData engineData, EngineOperator engineOperator) { EngineData = engineData; EngineOperator = engineOperator; + History = new List(); + CurrentRating = engineData.Rating; } } From 88301090ee02372d6f96aeca665393a1e604767c Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 17:24:15 +0200 Subject: [PATCH 117/160] Add performance rating --- Cosette.Arbiter/Tournament/ArchivedGame.cs | 4 ++- .../Tournament/TournamentArbiter.cs | 29 +++++++++++++------ .../Tournament/TournamentParticipant.cs | 11 +++++-- 3 files changed, 32 insertions(+), 12 deletions(-) diff --git a/Cosette.Arbiter/Tournament/ArchivedGame.cs b/Cosette.Arbiter/Tournament/ArchivedGame.cs index f05dc81..da20c27 100644 --- a/Cosette.Arbiter/Tournament/ArchivedGame.cs +++ b/Cosette.Arbiter/Tournament/ArchivedGame.cs @@ -3,11 +3,13 @@ public class ArchivedGame { public GameData GameData { get; } + public TournamentParticipant Opponent { get; } public GameResult Result { get; } - public ArchivedGame(GameData gameData, GameResult result) + public ArchivedGame(GameData gameData, TournamentParticipant opponent, GameResult result) { GameData = gameData; + Opponent = opponent; Result = result; } } diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index bb03dd9..d68403e 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -37,14 +37,24 @@ public void Run() { var gameData = new GameData(_polyglotBook.GetRandomOpening()); var (playerA, playerB) = _scheduler.GetPair(gameIndex); + + if (playerA >= _participants.Count || playerB >= _participants.Count) + { + continue; + } + var participantA = _participants[playerA]; var participantB = _participants[playerB]; + var whitePlayer = DateTime.UtcNow.Ticks % 2 == 0 ? participantA : participantB; + var blackPlayer = whitePlayer == participantA ? participantB : participantA; + var (playerToMove, opponent) = (whitePlayer, blackPlayer); + Console.Clear(); WriteResults(); Console.WriteLine(); - Console.WriteLine($"Game {gameIndex}"); + Console.WriteLine($"Game {gameIndex} ({whitePlayer.EngineData.Name} vs. {blackPlayer.EngineData.Name})"); Console.Write("Moves: "); Console.Write(string.Join(' ', gameData.MovesDone)); Console.Write(" "); @@ -52,9 +62,6 @@ public void Run() participantA.EngineOperator.InitNewGame(); participantB.EngineOperator.InitNewGame(); - var whitePlayer = DateTime.UtcNow.Ticks % 2 == 0 ? participantA : participantB; - var blackPlayer = whitePlayer == participantA ? participantB : participantA; - var (playerToMove, opponent) = (whitePlayer, blackPlayer); while (true) { @@ -74,13 +81,13 @@ public void Run() { if (gameData.Winner == Color.None) { - _participants[playerA].History.Add(new ArchivedGame(gameData, GameResult.Draw)); - _participants[playerB].History.Add(new ArchivedGame(gameData, GameResult.Draw)); + playerToMove.History.Add(new ArchivedGame(gameData, opponent, GameResult.Draw)); + opponent.History.Add(new ArchivedGame(gameData, playerToMove, GameResult.Draw)); } else { - playerToMove.History.Add(new ArchivedGame(gameData, GameResult.Win)); - opponent.History.Add(new ArchivedGame(gameData, GameResult.Loss)); + playerToMove.History.Add(new ArchivedGame(gameData, opponent, GameResult.Win)); + opponent.History.Add(new ArchivedGame(gameData, playerToMove, GameResult.Loss)); } break; @@ -95,7 +102,11 @@ private void WriteResults() { foreach (var participant in _participants) { - Console.WriteLine($"{participant.EngineData.Name}: {participant.Wins} wins, {participant.Losses} losses, " + + var originalRating = participant.EngineData.Rating; + var performance = participant.CalculatePerformanceRating() - originalRating; + + Console.WriteLine($"{participant.EngineData.Name} {originalRating} ELO ({performance:+0;-#}): " + + $"{participant.Wins} wins, {participant.Losses} losses, " + $"{participant.Draws} draws, {_errors} errors"); } } diff --git a/Cosette.Arbiter/Tournament/TournamentParticipant.cs b/Cosette.Arbiter/Tournament/TournamentParticipant.cs index 3098817..65ea358 100644 --- a/Cosette.Arbiter/Tournament/TournamentParticipant.cs +++ b/Cosette.Arbiter/Tournament/TournamentParticipant.cs @@ -11,7 +11,6 @@ public class TournamentParticipant public EngineOperator EngineOperator { get; } public List History { get; } - public int CurrentRating { get; set; } public int Wins => History.Count(p => p.Result == GameResult.Win); public int Losses => History.Count(p => p.Result == GameResult.Loss); public int Draws => History.Count(p => p.Result == GameResult.Draw); @@ -21,8 +20,16 @@ public TournamentParticipant(EngineData engineData, EngineOperator engineOperato EngineData = engineData; EngineOperator = engineOperator; History = new List(); + } + + public int CalculatePerformanceRating() + { + if (History.Count == 0) + { + return EngineData.Rating; + } - CurrentRating = engineData.Rating; + return (History.Sum(p => p.Opponent.EngineData.Rating) + 400 * (Wins - Losses)) / History.Count; } } } From a1b034248c504948c39adfe279424a212197253a Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 17:51:45 +0200 Subject: [PATCH 118/160] Refactoring --- Cosette.Arbiter/Settings/SettingsModel.cs | 3 +++ Cosette.Arbiter/Tournament/GameData.cs | 13 +++++++------ Cosette.Arbiter/Tournament/TournamentArbiter.cs | 4 ++-- 3 files changed, 12 insertions(+), 8 deletions(-) diff --git a/Cosette.Arbiter/Settings/SettingsModel.cs b/Cosette.Arbiter/Settings/SettingsModel.cs index 1f852af..16668bc 100644 --- a/Cosette.Arbiter/Settings/SettingsModel.cs +++ b/Cosette.Arbiter/Settings/SettingsModel.cs @@ -17,6 +17,9 @@ public class SettingsModel [JsonProperty("milliseconds_per_move")] public int MillisecondsPerMove { get; set; } + [JsonProperty("max_moves_count")] + public int MaxMovesCount { get; set; } + [JsonProperty("games_count")] public int GamesCount { get; set; } } diff --git a/Cosette.Arbiter/Tournament/GameData.cs b/Cosette.Arbiter/Tournament/GameData.cs index e79ec47..ac1ca9a 100644 --- a/Cosette.Arbiter/Tournament/GameData.cs +++ b/Cosette.Arbiter/Tournament/GameData.cs @@ -1,11 +1,12 @@ using System.Collections.Generic; using Cosette.Arbiter.Engine; +using Cosette.Arbiter.Settings; namespace Cosette.Arbiter.Tournament { public class GameData { - public List MovesDone { get; set; } + public List HalfMovesDone { get; set; } public bool GameIsDone { get; private set; } public Color Winner { get; private set; } @@ -14,13 +15,13 @@ public class GameData public GameData(List opening) { - MovesDone = opening; + HalfMovesDone = opening; _colorToMove = Color.White; } public void MakeMove(BestMoveData bestMoveData) { - MovesDone.Add(bestMoveData.BestMove); + HalfMovesDone.Add(bestMoveData.BestMove); _lastBestMove = bestMoveData; if (IsCheckmate() || bestMoveData.LastInfoData.ScoreCp >= 2000) @@ -47,14 +48,14 @@ public bool IsCheckmate() public bool IsDraw() { - if (MovesDone.Count > 200) + if (HalfMovesDone.Count > SettingsLoader.Data.MaxMovesCount * 2) { return true; } - if (MovesDone.Count > 8) + if (HalfMovesDone.Count > 8) { - return MovesDone[^1] == MovesDone[^5] && MovesDone[^5] == MovesDone[^9]; + return HalfMovesDone[^1] == HalfMovesDone[^5] && HalfMovesDone[^5] == HalfMovesDone[^9]; } return false; diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index d68403e..1123f2e 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -56,7 +56,7 @@ public void Run() Console.WriteLine(); Console.WriteLine($"Game {gameIndex} ({whitePlayer.EngineData.Name} vs. {blackPlayer.EngineData.Name})"); Console.Write("Moves: "); - Console.Write(string.Join(' ', gameData.MovesDone)); + Console.Write(string.Join(' ', gameData.HalfMovesDone)); Console.Write(" "); participantA.EngineOperator.InitNewGame(); @@ -65,7 +65,7 @@ public void Run() while (true) { - var bestMoveData = playerToMove.EngineOperator.Go(gameData.MovesDone); + var bestMoveData = playerToMove.EngineOperator.Go(gameData.HalfMovesDone); if (bestMoveData == null) { _errors++; From d36152632ee695bb93e0702a98f41b03d36ada74 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 18:13:27 +0200 Subject: [PATCH 119/160] Display percent of won games --- Cosette.Arbiter/Cosette.Arbiter.csproj | 4 ++++ Cosette.Arbiter/Tournament/TournamentArbiter.cs | 3 ++- Cosette.Arbiter/Tournament/TournamentParticipant.cs | 10 ++++++++++ 3 files changed, 16 insertions(+), 1 deletion(-) diff --git a/Cosette.Arbiter/Cosette.Arbiter.csproj b/Cosette.Arbiter/Cosette.Arbiter.csproj index 79321df..fa6ba33 100644 --- a/Cosette.Arbiter/Cosette.Arbiter.csproj +++ b/Cosette.Arbiter/Cosette.Arbiter.csproj @@ -9,6 +9,10 @@ true + + true + + diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index 1123f2e..34ab59c 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -104,8 +104,9 @@ private void WriteResults() { var originalRating = participant.EngineData.Rating; var performance = participant.CalculatePerformanceRating() - originalRating; + var wonGamesPercent = participant.WonGamesPercent(); - Console.WriteLine($"{participant.EngineData.Name} {originalRating} ELO ({performance:+0;-#}): " + + Console.WriteLine($"{participant.EngineData.Name} {originalRating} ELO ({performance:+0;-#}, {wonGamesPercent}%): " + $"{participant.Wins} wins, {participant.Losses} losses, " + $"{participant.Draws} draws, {_errors} errors"); } diff --git a/Cosette.Arbiter/Tournament/TournamentParticipant.cs b/Cosette.Arbiter/Tournament/TournamentParticipant.cs index 65ea358..adcd621 100644 --- a/Cosette.Arbiter/Tournament/TournamentParticipant.cs +++ b/Cosette.Arbiter/Tournament/TournamentParticipant.cs @@ -31,5 +31,15 @@ public int CalculatePerformanceRating() return (History.Sum(p => p.Opponent.EngineData.Rating) + 400 * (Wins - Losses)) / History.Count; } + + public int WonGamesPercent() + { + if (History.Count == 0 || History.Count == Draws) + { + return 0; + } + + return (int)((float)Wins * 100 / (Wins + Losses)); + } } } From bb2d08040e2866de880adc985d1f8dcf8db74eba Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 18:15:45 +0200 Subject: [PATCH 120/160] Add opening book to repository --- Cosette.Arbiter/Cosette.Arbiter.csproj | 3 +++ Cosette.Arbiter/book.bin | Bin 0 -> 5448624 bytes 2 files changed, 3 insertions(+) create mode 100644 Cosette.Arbiter/book.bin diff --git a/Cosette.Arbiter/Cosette.Arbiter.csproj b/Cosette.Arbiter/Cosette.Arbiter.csproj index fa6ba33..aedbf75 100644 --- a/Cosette.Arbiter/Cosette.Arbiter.csproj +++ b/Cosette.Arbiter/Cosette.Arbiter.csproj @@ -18,6 +18,9 @@ + + PreserveNewest + PreserveNewest diff --git a/Cosette.Arbiter/book.bin b/Cosette.Arbiter/book.bin new file mode 100644 index 0000000000000000000000000000000000000000..9670b1782987611e60e9db07510c8b743ded72d0 GIT binary patch literal 5448624 zcmZ5pcU;fk_kX|IyM$1oC8dxyAw^UO?Ua!eB}9}_q9m)55sFAsr}sJce);v^^KsX?XWw)0>zzm>mrydyvAgnqk(@~UXFTt5k<%NIyGZ?SENdW= zKz!eM>wL)@Dup78zp?5(k>=l6`JG5bjD>~DClZhERxJ`K{f*@sMDqXOdXd!MSlN`; z6S51mQYQTnU1sfPzukQ&wO=YnB#r&Aga;YV?W)Y^6F%9#(o^g#$Wniau4BthembdS zF}%IKUE=6B(pfaW#2@+d9mg&J`nrqfBMj@~{s}8Jie$y@l4B=jF9|GzcICgZLMF{G z<#oh2B{5aip2kZZco9N(Umrggpda;LX`f<{ z+^#0c4x|rCAL>o5Q!`ci|BIE3Xg=lM2SOzbG=bkpukz`Q>zbqXgM504*C#A_hxDDb zk7VONw`QAeuLb>YkNtmX9KN@@ooFP^V>A-)~ zXBB@-`GA*-^2MyZ-pMJ{yG&^pYi~SJF{HyDsjWo63gIrq4^<_H@I$U`_K)_Zn)1qC zSS$X7eKke~J9mcx#s0WAs(gM#7y` z*4P|Z8wK)3ed#PeYJ>HGaPUvqzjGIxEY&45z&`qj=_4%PRiyDZR(eMEPVL~|6|jAV zshdXbG0_^DuS>VI8#`2uc>L%RerMtC1_zKQ@|!UDGxUdD4*aS;Q(+{TPVs@TR6W@f zVXy}pUzK=IWBV1L53#1vL3K$BWA5KIx2~PjLw*bRZ#yx4gq8BiA8B4#IP>ceABaCl zKVgs$>c5uc?@OtnslYGP7j4weydXf)e@DC^-!XR&)ubcI$k!73Ds!pN& zp!);Qe63b@;IEFDKElA?e=zV5{Wa@9p4MmmGl+h|us>X%FwleR>tsC)&tLITE|dBb z2K~W!&)R>`eh7npqy7;FejvYfc1?JbuxpIU0M`Cp>QrLgCg3Of7u}9_(|$cz2mS`_ zhcNI1=hM|Hak6#(3Hw8Ob&VDT@6Xx^^bj_&t?AnSCbwr@n;fYNp}`O@P+q#r%#=>Z ze^=uDb0@Ty@w9^RsGoY8SL~i83<7<^{pOKSCY6e;;5hECs7BneDpQSboTzLSDZ@p>1+BmKiz5t{tEZ2KfWP#XS6lg z8`_^iM#FL4W5-qfXnuxg5Pb$^hcrqK{Dydj@z9{`&4-ve1JDQbKZIfbNWVeZ_h)lU z&3XP|a7DCk&6*Y5etTrR&`$L57uHfd>hUP)Ox2!FJby5hF#j%es^I>_(DKpUjNdWx zJBWV60iI{J?rsPB!FAyvV60r>G;@Vi-JI(P+o+2{3opP znzaX3?$e7{pm2!z(KA$e;hH}4Ab+wH^OrE_ht}U%bV<|+aqOQ54(}u&9?^O?R~~o# z9j1^=^BJ{&?J`Si2hfZ9Mwsv4Sfn=pmtHlrqdgn93zdvf`3m-i`fNOE&jy#WOz=lD z#p@9Ue~9vAIFIa?F!+0#FY#jjwxbp*ktDBPJzfOG6k34(qdxVznOJ$`at`AV{xdv^=phX8AMMS|{{6sbj}_!C*!YR+`%j%*#r?0@Ml=0QJFkHLAV18q zMl{?Xp3nWC*{hR78lKnieAMi_bw8z#N3701l$=28o4wCuX`7NEcO_WvmpZ!_BIIj>Nwi@Ck>H}fukMd!d`DenaF|?l5xj*C1 zC-(&XM*Xq+R+rFR)RgE zeKM@U=xa$&KYQ7W`v)7JUgm2&hk(7>is>T^{s{dsYtJKk2!lN%zX|hv)F#&dnOCa6 zXcf_8lc4IFu&)F6|272{qn7>rD#PN7&82QR`{N$-eBb7-{`E`qdP01{`E6s$Z@de6 z3HpTbYCvjSe#bf+h)Ffq z%kWF0m$2MRns3mc)H_S-BEUc5e1m1vb6oeztmpS0SuVID6N7|5g?0YlMfZFTYk%D9iJS;pW3fb=&+(VJmBQ zKUpxZOSAkVia*2SEADlic@W|Q@_&TFYp(&%3`ESIjc9-D)j_K&F0T=zixRs|_TlHt z5#dh)<@9BwrxLw{!CxbNBVsF-nvM5>{+Le_me(fxBh1f7&Yd=W@Opb6^b^N3e2Mt! ztpD_Dq?tDG2k9lu`R8J|*m$wuB;`KjKV3UsKdX~e2IqgA&($o@d_j&O*Du$p87JLp zQhEGyjn-c59=sgl1?q$A<_1ek=>Q2vkL#7l>kp>+$f{F3a;?);-*ICotdH^?dFPpI zjj9>X_XtCNg7O^ICD(6H^drcZke*Rnzc`ex3+M72E#dgOsCNWN2m6oqvKXsfp$PfC ziCCWrLwy*>6P8J1c;@GyBfEA~DItEj&Cc&0bXSY7=eEK6@Jtgwxk#Gd?Z~mtwOcxJ z{<+<3&G7$xLbg?e{(|8;)*suYw$c1!EPNtgZVCnef%y@`yNI5#T}F1aU+5}PFNO6q z!XkG8&-;X-p4%$kAM0N$a{LFc7xnuaOFp7{6ZHrCH2kMMoz4$zewI&;T`RvgV^}xP zFZ7pV%Ttb6l%#;aCHfEpKajtyoz>IE8R+**)1L|QMgK+^^ac0N+F5=wZbad!N4ahM z?=Pm$U2AB%*2zWSA5gyT=Ft-*#yW%l!T9Cw@cQODH#eyFp#FKd?LM1x_9O5I>GAM- zzG9MRE!2O}e|mPZ{Wj*m>vHw9zNcGspVI9CQq9!gbMYF9Ni7yKPg#G&T;IH$4R#-U z6vFx8<^Hr(rH`|M3$5=Jm?~-K+JV=f2!lN%|GYMas*mY(81iSdZ-!Yt+gl^y?cSKv z^3RDrZ%yZCU0=1;3vs;n^yqV~J7vKhalbz1!@3*z4gq?QKR)^1nTl>oTpm986CD?X zuKFKtk?r5G$%fZYeFwKXm8^ci^I^g~zWRpf5o8c+sPZ;(i{`szM=rzLg z3&c01$9Hdo@1xPHfWAPnJPE^kD1XAR9?FaLXXiKHr$%$X+3bS-V*WuG{2Asy46}Gb z7|yfEFF(hEAfJ2jGBrex->?H?lWvX&`QZHyVVDo=m8{*A`j2;hs zwq43P0saqhz~!sojx|Nen~EI7`y(v7oAi?~zmFjd^2GfzyqWyrgw8?UzQ2n=)<9(ha4}pl?|3BneCqv%`;V!yH%D|?_esf^_CNK^@T3GICxsl+->K*F2MBJykpG~6 znEJ4xxNPnw(05#a>f75|(!Ha2{vO=@l+khZ9>6b@cktqb0j`!^Avojs;6#aITjZZ9 z&L{pcJd4&3&g%B8dRrr$S1`X|IFIrr!o2>&@P0NQj)!=H@(LOG>O$IzAjpqUz9D0e zcd^&)1o?=iSf3dlPxn)Vp+1H8&4f8WS$jRz2NqYRje-%=Jg@gKZDV??b*Js zLAs#dSU(Fv4D}(5hYUYv^kX~J<7t0a4(7D@31B-UfPBq9v;z(-3`UWBw!-}x&KEXwZhKePC*WVP{z@3m&;MY^FR&g#?cjfrUu-1brb3fNH1aV-{{X~bzCE7k~szR3EK&S|HS!bXv#`R_&Emw~1^OL^^iRhfxdt8TmT%RL`Tb%al?kly7=w)~ml?{&&IOAiw6s7T-TJshsBzb8fZ!lDqsGtdIK0Fw1}EG!ERYwtPSM zA6+s3=4$QQTQ^}i=np!`x!T**RLW&JKjzN-93UC;N}lCwbI)e#HO6>yeVAJ_y=s8w z9)8}7th#Yvy-YU91M5|U!GEBCi)@*;a;S7Y><{UWY&|<(wcA!$f3%n$!eIaCpIEye z$%El3r0)#R_!lebkbLHK%HFI~za8ks_2z~C>GR=FGSG|qGH;e>;OT8`=YO=Hd2@7T z*DkXH`=s^?Z;e4-$=sjLYp&KW*{#a``F#D9{)a|>;ryB(P};b5`)&C;lHdH)8>Omh zsXQN@e|D%}e+50rztEoNKeJJO^56gR&nSgQlYYb*z0D zFS_0DG=*NJaQ;U7ik?1v__?6A`%T<$^!`-E!s-Q}4``3kSLQ#sI&cV_&rrV>`1Kv- z(Ps(l2l-7{hTTsuNc|AG$xaINm--*7{x9Z&g3>;Q-}c`;NyZ-dgZjQuXZ-~Yy9H1W z(Gkm&VfKD);b`wdX%%Uxr=k5U^c5wAbvwrGePQs5@?i&*L4WLVJYrc5I&V`u_;=KA z!cZT<{jqlT{$gQd^~!MJ06$MI8Zn{W{{8NdPa*#ny)rR+CV5KQpZ2pjI`&@kv1vU1 zE#BnPJo&vptcUr@;!_6=?@kT@d82+4=J!8@AztJD7GJ*l*4zDm^)|vhUyJG1a-;d> z0j@u>W8F7ty}1qfI_8hD|2-<1o!$iU#QBz(zgrh*c#6m4IPD+JMoxL$p5n%>?y^#) z5%`7sV_2Q`7Z*G9!QlCeAb&=A#-&Xfd*8hg>;dPGJGK6HnSll9*CsLl2}A!e|KMj7 zzo?z($E<%No3F-k&F6Wg3eU;@CGFr1%|Ue?au(-G$PTMXyX zdI^)V_cfom2J%J!NEq^C{ zrxu)#aQ+p$b%!qs?GE__wO_H6lAC=S=EwYP1!ABd`zPgSK0o3k!~Ip#8@F6p_ex$b zUODKweE5;GKo9EQ%7sV#pIY>jVdu@2TMtcX+TNejPZ;7Q&cAB&*wW~3^Lf5OnBPaQ zIyirC;Z}X_4_7rR>j&!VNDm`_v3jScW89CM;2%*R*38Hr5kBV(Nd^dY~Kg$?&g{@5t6{4Uw%+L<4d zFTwtip5(AZMYZz}|A$xCIVWCt1N=k#Nv>VJ@RE7keHzZ6BG*Uvy<36o9^yxeL*n_z z@tZ-PFdt?3*}v_uUzAtMvJ{Krl?gl_Ovyjh>*13ep3kLfeO_<8)e6=_`cfU#yIt^U z%YSh{guy^4o~|4S@e1P)!|eRD&R!+d3f-1#SSw@v|h3z0D*KTgxKlV?bX4Nk6#Uas;e=*z_AU`&z8^4{kZ5Onoz7U4^h2vQ} zvrpE}-k)!7G&8)drpwP;46}S=OY%PV)+R-eC!R02B%j;8=hqO}PmP!#43DSv7!D-= zMwp+M2m}3SuUn-oZIsI%aeuefT%~ERVLPB7<0D}npEE`tozU!m2>cn2&scqGwd}A~ zUf;-6u-fiA_Iet>Eu}Pa?D?&r&)9$4$>kr7919^|C0twTth;O<&rh~B9x4|8uMKPZX5Ec>wpb{eH&e z`$@}TezdPFW2f=C{XYXnea`B?RzlCw6zUb!9$&^w3W%S$Kf<6t=&!Q32FOf%)Xe?I zu67%3)T$1Ee{&SCPZ;zY&&#a+G5H^cKhk;(v-&Dwh@WVWgdu(*KUn|Q3_FOnpVEv2 zeZ%;_YgGC={ex5ad12R~V3mY3s-Vv_-|;K{x0Li@KUj~>akdJpeA17{^PGhT-0Q<50&N~IbA`|Q9S=?d`3)8CmoV_J_um-uFN41^tcUTMjc50dY&?5U!ti>c zH&^A;^PE&wSP%U-VP5~q9eYAEs`Va^AGya;yV_dG$^9Vx%{}GTVr9BP>Jr&+?mhQs zHZkguf1v*7NmoTZvUm>mf&5^Y`Rlx%Hu{+fZR?|c=DF;2lWx}n_J#VJx3XrN&w^6O zf6+hWCD&V7O*Mq`7RoE{$Xcfe6L*jgtyg#QPErpmm=E=9ch`>bP509TNrtz*l&$V< z1pK!X^KUm|$nR0U4DX`-?XGE%nZ5BOm(T8(N4yq1GKBLC%A2rC3(>P@R(F4=k^8{E z;Cy?wR=?}6q73{XoT*ji`XX7L<=1=mrK|nvei7<1xc|LUiavLu-t+u@@34^e_wD_m zev0<7cVgl)qZyU59a;ZCm)fcY^MGGyUwe}t=FAQ8;_-ZM$?h)Ct$PB0(BJHR_p5oY zj|7~LaJ_vy_T6b{xT11~_>=!J;(bFqJ&De=UcrJEy~dhbTwe>4x~Iy@Y~$z6g6*>^ zwzfZ_+?&Q1TpA`l_TxveS3Dmx{E_@M!|c5YVIEHi!~1=tkM(EYM-{FQI(@6>O-@hY zu@0+7CYo~pSy(Y)jlA5V|KY2%_2$T%bNwxBULg~(U7zR2MW<@j=Cs`5^A)|D9%0&d z3xCf`n78jA|2fq3cR0+4`nCV~=jLvgHQ~KC=JUn+E6*I;I2`m3`CS}d5&AakHRS)O zuLt^j96zix0Olh+Dsiq!Tra>*VtqV-82l^hGs7%jJ+S{-oo#1ZpdZ&SnXyOZ#mQKu zCgNAgQk@A&=0!ZdmgGOHcFbA_`4aX2+G+iHm41+K;r&L*5APw%Rllj)ODq+yPgv!# zDCTbr^bGkMLwySUFZEZP$mYlSc)m#O%IrPb!Op|3&N?9p`$c^v4EOoSkAv|hi|&l+ z2mT-5ClUsJ>WJ58cr&d>80sy!Kf>@{1NDcn#5mID(z!?EgA3Z;f1*8=M#_|}x5*H( z_jje`BLm-_^W*X^y_qw3khLmcoWJx|hvdE&fAjBwN?Sy$zb4y&e@FUDf4Ny#M&ASb zMSR%!TwbpA3Wbkk|3{)--(1@r0rO$|kt^S0eLXioJVbsF=JEchbG*UEjv-**_@09> zfB(R6B>6|e;BRq%W!=LQ=FHsz@5_)MWuCF4S4}<2?W63&e2cNgRp8&O#QbGAo#G2& z&VRxnAIz6oe{DKn5|)Uf{V>eli?IIe{Q_%e_bCi#5WiV}_P*oT<>&sJznbuT;n>rb z@=rICfIi$`d2b#613C8~|3rUF_Rwmbpm$NY=1sF?CU!l3W8KKAGJUTT+Y&*;H+(OA;Q z6GNtzCp~Xcv>^RC;bo-Q_3Lq15BYgwuXK5@{=6OalX@Y^*=vT8lX~2`pR$^ z<9C0!jPZQ{MZiu7V(*e`eyGh-MGDavpX;tqqz!vWJkpB#` z`rr98MkzePp)(yAy7|y?^J^w^Bv-hQBe!jafSn=X;@6Hg9F@9Yb zZP0i4!_mAxaZ#qzz4NaILcW9aFwEqCQEp7mJdZiR53Dy4275$(Bn(%+-4#><9Nx82I%sjwF03H0ar;p_gGlcpfIqzi%e2u#@Ov z?OC+{O9!laHHacXp12>vKtJyPQt9m-5AF`+{J!)jE6+aZHtd)BBZmEvX@~b}QV>fGny_typF=3bw>(_+ApP>CS%={(m&)y@j_Ho3& zE6!Ui&01nW|4_bHRbPDbJUS58LwOK}^{8DfRprL**^p0SK7JK3>=*TwFz5%3$98_d zKl23hFwS?aWQFdzfgU{GU+*=ud(Tyuz<*%-byK6leV=Qg{)zG- z4EYMm=lW@r0lO~0;Py@!{5Q(~`isceU6(9H?$YIAc@dV#kO=)7%e)a>|Hh(?0=_S0 z{nv}k{%(i+Cf&a=)JHJhQh)FVSpOgl=X=aQ8Gc0e&+vr*hrNhjY(Dm0nXt?gl0U=j zzM0|Mq)#_==L7^a-voU@`@CUmH%D&5V9;;m=M9HTF3ViwLH|*I2!s7ld-C`5zUOT~ zzIgtu89BJ~{Vi^wZz#{2MU~H-R~E~>VR*SlrMrF@w4?lL4nF@mv}g(3=McV7)bn2L zc(8Yd5AH}QsD*kUu2=KO$5BW2A+KN5Jm1>Y?NC3s-^BNegdyG#J=hNU5z&Jf?n_Yq zHx)Y@EuIp_&r>%?bhcZO+4g-g+Rx4CHyy*@>{r?)Ab%Ln7kP{2OBl{)`hR1%|Hk~9 zwX^qxYHUGR*1?4A+u=)K&-1Gd^<%;seGf!jPXJeYb@BMb%v%@%Md% z;e3hwyQO@!_?%4J_vD0i3x*ywvw-{!<#Eft;N!GM(}6ye|1B?5pZ^@fdH!^(^~MV~ zOAY@01YuskV(pP6zuON>2E|Pr&fhoGO}p~sXvlDoFRou#TQf6q>3z=cy4#n0lQf*9 zS$=ybc*5bUGuqx~;QsD9v{zh^=@0%0$-BRUm)ZIc1%1Ht8DW?o z&(nm#f8zZH>mNz=SJu9Z;@v%$`cA5^{op)?`hPFsZf((&DUko-eFI^hZ!&B^^1in& z_U6)#`uvzMdq4YR*?#R=Lv7{8lROz7 zMe=*H?aijL^3LFoP@YdmM>l%-OTzgU{TpG>UtFJI51NnlXYcKw2AdsoJW~(;3-z60 zmVYzM-YY&mba(vaK~5ka)VHUnw=T=d$daui|3Fy2H>2-U^rJI?WMr1$y4@T9xfBNSuE{}G0I zC-VFG!w~f^C$|8>ePiWS$j?TJ`9T=&uQ2~+nB~WW;d=sF56AO* z5o>4f8~!`%rn`C9K=2Q!A1_yC>%Fh61bfHvFH^LH-bYg5eFWOqE4hY~ss=yht*HG~ zcLl3d?<$B-n6DBBdEt20&c3&N<=|)JF4b25#{Ip@4LZ5w**nlj+z(->ccFhJ%=1&i zJYQk`pOU;^9SZ((#qI*nk6vBz*yS8Qll!~Zw!dcVs6GPri}byozwhEKn;__q_{|#c z!xoWFO0S6@Z?3wAP0&9L{u<+1W5?*>CUFa7S-fss;@Z8=ek0@uczz+w@1qEVeIb8Y zfA(Ipap@eBW$FJxeH!(x@$k#|NdJ+dm&EVJx{Zgo{4fA|kY8`rRA#8n?*#it|4$g+ zN8@cma;l2U+|MsET^qMP!Kz@2+eS7;t z^dhC!K*a95nx$l}JAHkx(n|Yj{u%SlM?wegCy{@IVLa~lUHeDV_ooB3u zoQs~k9{6tXprBzt?eK)yizSE*{LCbZcv&i`)R{hBd%f?z+mzjv8; zBOUY8KtGJc^b!X9pz+ww_2qr9@7H=2c7}LAT-=}G?KB@@etv&H?ZcyjsUx}k2!p<2 z{`;Z(>7V9xqhY^jA0LKiee64U9Nb^w`XBamFMS$O4EZ_oox&P;5>-(`_LL; z^5I6cgdgR{gu#9>UndOv!~K5LzkOn;_DG(Oee8RuY-pn-_$!p}$CsWTBrcud`CNI?Yba>}j z*e}{YVV)1QcItCgQ(p?sL#PjgRam`ccOnH{p4t6)}82i}AhnrE*f`ymF|A;`mP;*R2R$;K=<2VbE{f|0kzo^5dS# zfj>ZbF+7g7`|Y|P^P}y32hF#lugfNPb;v(x{IQ|_cOIEbt)=_UPiK0sD>Qj5(T??h zxcPzO04?AT?(cI*yRzsnMKB-ogJI@hJ})YcaITpz8%*OrpP6di{3D3R+b=QmKl|?p z1$)Bt;FqOpUt%p9z+dA0U!FYtoDnYp{vt$dFAN7#e$Fs^KT23ChmC(e&c|^|U(iS7 z_ZP(ceDl>vZ_lP^JtYN9v}FgsZ~GBfeLL>(XudzfkS}BZABTr8xFjD1?GwfFAPoCKe@+@w0mzqbAA7*9_6edcarn#=R}(oyEj?Fdq&K!eknP8@%*C( z^#1fL`Rn;hZJWY&5Fe0V zzg-3y?C&na-|PJLcHc4lqZGWKLVo;?whsKAJr48>^V#2vuBj;of9LV;_jlh?RhKBJ zhhqOf_pTJK^1lW5dt!YNM3Q=eyO(`{{EV<|%g7-Yb%DPHZTuBPh`}F@`x`_4Ab!8i z+QI(%{L@~G=ULuP-y<^&^#-y2F%0tg2ZQ{?^s;uypT+hlh|1kGI!2w9HKBGv*S4y| zIWx%baJ=9m8IzRzALPfzVtNR(db%J?``#gc(g)y=*d7>$d=vLCWH~7LnXF*(OCSvN z{nHNl#lM*1g&^@-?XlN^yWro&@)aaijh?n|3WoJ?Kav{vFS#CR^EbF3$b$&{9t6?M5PjNk| zpA+Y&m$rSMCDuQIVY-iE7=Eve#{ZmhuTb|W#8(_Iy^fOaI5t% z`m^`Og6xlec5XdOfgji|7rywcwEh_IUnoz)uz&G;7=g9Z_gxGFzr^;#FyudCdllp| z!V4WTWZCz1f?P>)nO)6oR*zyB;u)?l-?f8D!l>i&^xi{|H#C~#*W|+TcR_y6s>x4k zzJY%d$1g!4wANPMyPUlT6%`e@>Kr&F#P@^(#zV(UkXZL)AlX1X@v2p-%9JwKA#y`2JuGhe+A_} zy-NB9EMxhTpgb>BYRqy~@c-My^b&@8oVfnQ+h3#q;`lM1Cm05Kp}g7n{Ul$8O)=iF z{-D3O9~HAL{e-<^+4o`s!*m`IRK`c{96V|w(2M%7lCKl%yD*dGdxENP^qjHFAc+6s z{76vke$9W*BVD-vNB*ehuIaV*+gaGZINk_^`FJ(&UGIzTHiJIm{AwWqCr92g1^qP? z^Mf$7i_cF2!{cawYHN*Khc5_W?_~tFFTalOlxqh6hWgVkZnm=A==HEZ>UX;m{T23Z zFTh@Ky>_>||BP*Lg#IWm^@56bdgU7cW4n4;RwqfLRIbnM`;I!h;z}~mkNYJI`xVDG zfwfb8KxjYc)~rI!nPA^IU;AArUCTZUmYKou#a`!<=gC7n?IGT8`#-0$x_AAU|EbaCew2Ruxp04u z^4AyF9UPk_DY##Vb-T4f=KNB?W zWtVpB_L&`3Q4;Ck*Egv~Simfe~gMQZsN3$oKchUZ|9Pb`jWW5^XkMwJeSoy9# zcoN8$+I{7vJb$=CJsQ{73RpMYcxEy1%Rnq2t(|TcXAFD~@}u^BFH&~<@cM?Jbwe)sXvcU) z7~&_c*VXMqRsUmJpfAYpt_j|Iw(S(4eu(RJ%__gM`Lct`W9r{c>d>clW1K<$7{9t{ zds!biZV&uK{&bt!)8Agb3->qOcIbOcOztS(hmAk+`gl~WF4xCygz3G%Kp64|n(t>` z(w6h*;rxX3cl+&X+-1}uuwSIVdk3MDkCZF$5B)8}j9(1zW&MNZt}bi&#r3Uw+^H@V z{rUkvX};u$++y7m>#gD*sa|3?1n+W&g5bnzrRUkSR?;ag|f zSFj$nw^-Hm``iJ3Z^=u%zAj?O7cgHU4D}b(552*MH2!p7$G$fg^n$03x>)VY^;IuZ zcx_v>5AHLO-+FnIw)^+s-&+g%_RVjsx;cS8itn=+X7ye{e}&babkR@=mOtyKbx>Ir za|!z6e1suCMSIrY^fujNSu4m-Tptn`-b?b=fAXm3Pa|{KFY1H-dqL9t{W~7t4D|c% z9Z}y1`8BpP%;-1p|C;Dl{2uHR;|s%7PZJ13K1}1WKjeQ%pF#OIr@Dmg;9rn`Jq8A- z`pY_iextm4Y`yF2Zl222Xu;nY@{6heU~Q4} zKe&Tv#NQbFGwMH^PmT16txvyaA+Yug(l5f`k1@X?%zn?E^#|=nd9wM6Y5ykI=U)tZ zut6qJv=-?>4EcxY-x%bB<4t>CACq4^oyS{KFTwKA!y3r>=X&D;T@p#j>$A*x^ z=7Eq8p}zF>P@I}KDH*;$C7dMdWt!>D^|fzayJZ6&f0BJk>zlbJ-CbI-g3s4)%ya{V z;I{Xk;`?lYFvtVtMHuM8`TMQ7rha9=63F2W)wP_VQ)N%UeF)0W>h)Tg16!BF z`5E=w>g(j@(2Ote-Ujv8+Dv6#*7)TRPmv$i<0l5)IIYX|#d^kDiM0RDbNjKmb8yRx zS`S|Tu~jO|NgCMz`@{8Y4H`==U)l3~%XaYLCuhF2)laD%G3Xo0kJ{nU zZX?Wx=NZDF|JdH&G1W9K_B!w%`PtuJrDaC>EcPB>=pW#DksnXqkOsSEAS7`e++M=^8sP7C#)ATO#fd-AS}uBgD})Lk={X>YVsew zmIHrqy}?}*7pp4xfj*!<4$ht|{X5wc`~lVj2=o0C2KtbH_QPD(dmjmacFaHQz2y#F zh)Rci7UK)UEdQ~;`f0~brv~p9HcJhH>f-!MP!*P;08)N50vIR6~3#JCS17b5>3&F5%4RBpX!7lOP{UkG#mIee%4txZFBasM)WU!+gT9V?h0{X1dcH`2>+ z4ef9EDS5U1uX=%gP&?ru;*WFe(7f-x<|%3tz0QfRE`KR$tC!&X&U>enR0SJDK8*HG znBA8O&Ie<%wZ^}K{FM5?lzSX?H%;O;!*3>*Ry*tr4I%$M(mu>c6x|2%1@tF` zAs(Xs5$5*IFung57-sw)xmLz#>}U&a-y<^$T=F9i@_IU9UT+`_`ik_8Jo@HIcgd{( zjX&XWv$JIa(1-du@~z|#J%hu*4?nSf5N7wA0%7n6xc^bZ^7FsXjgis894*;Wz-M1VL2mC>DqxmLirIEh7!GQTkfgsw3dPT zJjO$}Z>egB*Np)Gg!(Z??px&e(QW5(tfvx&dLsG{!u-BuOxHo>qf;|r|H%I_2QuSM z-8KRKi{Gycguy=kX@`0)@@K4-U5uyMLw;Y!FugAm#s+SfySOF|_=n>O^ZUWE$FA#_ z7e(^(^|;P@ce3)VcDsoL4RZL26}&E7_aj;2Kk_U z(0ItMQJ>iS+T{N{hID-w?hp?ALwXpd`*gu0+o{`SyEjnZ!SS9sX)F47QHT3s?C<$z z_sotXl3>4RZ(j2C8+^hG+50YmFys$7o?+(yS^uY`Z(gI-<+9BUU_YpTUho{#aJM?> zhxmP~;BBC8Alz60^2`(OmoV7Fj=wSF_gK$h?WXvBC>sy@qyJC;Q1ZvDKl2yfR=USt zU*5;-z23f)c8-?t=l;n%ztJ7mo8EMC zs>ua;B;)#spuI^uICi&-EW1$oPTd;d=+n_q`E={r|I`4E-Lnz}hDee|nK06W8S58sjNF6+3reZPtN=DTW%$#+eG z%g1+5-s!ptf52a${Sk(EjQb-D`$6pI-zmGU*BZV*!r*_99>4cZw?-QOg8TsWcYIcC zTHyOrs#XkF-JDiBZzCMmklyjHm0s2k^XB=Rf4^nUe?Dwd`AO}BK|gUn{$3{&|JV;# zEoSYzYIkm#A`SA#`2yzN?iI7zna4ZAaDGDi0t$?uyVM`A`J5*eN(4%Nf`9|7x>cV%_NBr5ACzCv#34Pu1)qm_+f%$>hM9jR4E2BNzh+Fw6W3~?eq@CG5rh7r z{stjt|G!Qk4D=wqL7O^{+VT54)DMupsZOnLoNVXuddbu~2C}28+Wwy!$|qQ|a7xX~ zk6;hzAA>JnnN!-)8Q$-sz6Li2%{tnnl;2kn=KKu)RrcOM@*Bt#*9++rd^^eC5aOYs zn0~@wpJ@NAy^-o4to`-B82mrl7wb>IM<@{H=f7#eekn6nrGUKA{-(`yut`>|h4UEh zXIi3>X2S0%IA5ZEPRo%T;jz3F@&UBxX}2Q2bbHc==Reb47Ctzx@qxWJ6{fH4H`{1a z+x-geZ~F1=U!45i;C&kMFLc702ZxH3!N2wp@0Vfv|BC`)sQ(~6VLfuox<(v^@i40{kgghBsMKf`AhxX#ep4ElrghA-{3d1aIic z8*Z%L^!hRI59yh^JSFJ*zA_mFk~hQch#!%9QaY8Ft0BH(Jt6Y=kJU{L-k{$|f8_m! zTZ3mXC%{S_Fw^nD1B&%P{zp-fA@LCJ750uCJS3l$AXSV&mE$UO$SeZ3Rjq@Qs z6W%pbNv-~?WJjVe+T>wXbzu&CPl4m3C!4ign32!VPti+n?HRhN?f2qw{pj+=sxrqC zpdI}IVR+Ai`37O&KklC}f3L{!dbVDpnv2?&WQZ47|BFV<&%=bd{jqjdkBn~ds_?CP z!t2co6upaG;ub-D0qG&k^S_0i&mGwrl?NE(0by?MtewSohFSi<@Nnj#(|JRnK92HP zEna)FSVP%-q0SF zz6vh=6xsIu3i?Zi*?EF6CwEKR7Cijo=v(*M9d$ipr6pPnm zcm~BkhS_;Ne#@fsKPE5a`W?UHfssqeY8a3FjNk84I{0x6_SFdp z@cM1S`s>B9%_BfRX}w)mOBSW1ga0RbYF=phXn6y_QJQ7=(g;~*v zCeUZ>pV+!WZOV2D@Xy$vFt2YVeh#pcJ@AyFyt>tKkLu#3zK}eruO>t1@sr~H))2Z%GEAy zzaNkLOKN`oeP6*D*bm~BPFK`R6XJP&f932Rw|un9KweA5^biJlW4(@H_CAsIpF#T} z48KQ7^W%K%|2qk+J^0^tp5IVA)Wb2~Te)P)g6j{0VL!;Pl^YE9Rmzm}c)D_@xwY-g zN;y^!T3KRX>g4`vaVx;pYsSUF~)Wb>eeGT1w}O08-&cFNkJr)8fbUyTUaP0)X{HQN z5F|-Ht8){KrPV&c{_*@v7`~4{f50%SU#~v#U+j%OV|YD$jaA~wv=V7VR%e>~~7hDI7{$x%3^FN=v8^V1w=D!Sgpm;$T_>KOMFx;P^J+3{wsISbzH09m` z?uX$b(JryRto>?}AieJz)B{of2!sDeei7#UPFC;Zd{wLMz6JS}tZ&?{=gV{$kNT5r zW7gEJQxC|`s2wrifAZ+Fn!bmJLOzG`OOEtia_hu8n9op5Px5-%g3-J8LcI+AaZ2Wc z2MN#pAl}%D+Zm?c9}-fwA6RMangIKE#dgF{A42|7JC}dTZPjt_?cMo%gp|+QtGkW; zPihO<3t`B|@jOMC^OxbZY9QrnTa4d?q5g;a zW9=;8VeRyLD+0speZ#uCo4Y38>?*aE_?On{o$6bUEU`2PK2l*W4PlV<8cxumJ@{=&s571sV{^P3_Zrf6hdYE4T&w$MNYyY-f9IS_S(>`qPhh*R=X*&h0n7cF6pcpHn&g>CZ0Q7{C26+@It7 z9fl)`-pvEYyf4>L2jL?9472xj3^V=PJnX>3ZmV~5e@GbOE$(Nt_wYlZ8x{jSgpX-v z@9iW7_Kx&!@wnuY(tRo914G63yJhR-rc9en?Dr=G!cz2m2*TEsK*P<}HatJc5a}u} z8Z;Wt1DG!phIT#ie5~Do_DdM@2h=CR5WoJxkPjez)XwYI86FEYy8SGG{=IR2!XHT= zSUbz7G6FZ9x^Z$D@B`xo!|eMf!oVN&pR7HU>?3328HaW2gtuuQHb} zzhfF_1^EcdEAxuid!uar`_n?^mjOf5#_W<|vom0Rq%ZqM_V16U`R}I++5dHy_B_*|_=4JZIcza1n7s}B71}FdpdaPGYoAF} z;PpV*AI_g6(d;ELut|pHE4gx)0>`+&=J#EMdAubI_KM>fX7k4)81i%6A7TDI2E+UR9nbv<-!IxYMT$>=Eyi34{EpKedOFzEV5*H`HH-+4nqbd?f9cwX^$G z!ay(T17Stx583!q;x`-roAiB8KtHEiS!dseJ-xEG+VTt)QkEuQ&W>TassN6}<4{}{eW;~8#Z{qM%6y422ud=%xm zPhNXl`iZM>e}($8uk*Rpi7hjQO_Cwv`3OtY3K(w~&Jbn%(_Sxf`v;E`4gLqO7xnxb z!}|FBAI%5(8pe0F{$}#Gti1!tn_(}?j~Ko~{*K{C{|~eCCAD*ZnD1Nhs_*4T;IB~M z^Zis_Zi)T`@xfY5FT>wSzZh;IdF4+k@8&or2jU;vdw%)+Fx}>8?qBm;u0*c+76|be z<(>acDz%4?4diF&p9?gt8||VEdA?R)xB2JAE^m1~g)rpfIKJTg(?dgRGk`wS$AbDa zg;d4gp#SD#dI>}Q8QTlf?mAaWjRpQju9!jQJ_U?Eb81!hjF~#Ko z%#ZZ#mnn=*Gj8DDHxh>Y3H5P*&y3i$cIRc;ebfGdJMWrom<{m*=_3sO9OvIZ@YQC) z&IQ_0zX|jE=KXU!tI73^1O21^i23`|{b{B`fR8%xhvq+>FkJ950sn#Y7JJ*jRJZYf zdceQ9mf@(`wYneM-n(G_T8tR#d&vLdU)54`{ci$&xc&jlBK<9zAHd!*zc}FKnXd2H z8Qzxj&-6N71mlrEC5D}2-@W|+@AoE&;>A0^*(_{if|$>r5a{eH}b zd<6MXaZW98^%faQN6x&#LD(RiYj=#E&*<+7gS@c*&-%0XWQ4iBv;ItehbHA5eE+@%=I?8nj;zgnOj zQ0!J$!$?iH+k7?r#o1 zOe>ff(geT9h4Lf}`iu6+F#SJr;mD}_As?n+g7YlWf5h#5W~aQ_{5`~xshM`$GjGHE zC_ln{{i9uS{+I>@f_!nkql2zJ8Fn!m&U@$|7-r|kGUr0e`}XNPe=M8$S|wKG$KRuu zwR~N8#H$eWNl(mghS~ijVYtsl`z8$c6S)2{S>II(&xgSO|G@m_SjO@C8*it8|3d$M ztS&4^evc>Q+sMCimtcje`yOyVit|+{eO&+czJsy}%~zrGP|e+LJJj!Se8s}*YfkOn z0)LR773rQCUQ3REJ)%BV9IV{d>GvQ>4Vu5=`p(=C??|vWIcIc|HZ&xYS)){o^Ky3&+6ePtWM^K_gCTe zd19F3;+kbjyncMbwesMtdnq!X$^V>~m9nA9y6t`l`E#PkEA8=^^YH(zkbftR*!8n{ zcn98-V|%5Wy~O@A)v!PGe}v(@hWR?fMig%d^Y}-YpWj)3md{su+sfR`%L9Li`b8Ml zLwPeCN%~3{@f}a$eeIC0ppU5Ugu!1SKUsS^=?`Iv8k+x9uRRy~7uJD44i(!AVc>`U-x&6f`4($u z_hSrCC;kxT`7Xoxq)(@|wS4t{HJR7%PgT9#JitEyxmhVOKIP*t#(a#$d%Hg!Xvo`5kJ_mH6zJvKF!;K^l z!mvM-Cu?W-8E3=N_7AvllE?S67oz^#>#+sSODNB?k5jb{jB5LTaCm-UnDOUa-}3cu z;(frMqQ5!!Ur&?p)ouSj3fDW|C-`;K!&|(*&M%GO; zdhTB?t{dR@aBC^FBmLD1*Q-tyuZ8;n^oP|`6xunTn+N+te^s4dI{oOUV$dhTb<+wj zE*~t}p60K9kbJ$n&Rb~TAlC2ypp^_z0k)?%*ibPq;(!MEW zi%?`IWi26!l3lW7s}KrBwkQ>4mn4$qckVrB=KJY)|9ih?o|!Xen=@yYOBnQf=zlTj zKhCGD+>rF2Fz5@eXIObA#T%?Vh5QR)kQdI^tUkSGDb32+`$Y`1^GXb}`2BX{lY;?s z6u5uBBYVQ6pmrRO&+d%!sTgh>1N=gNK$yozcWic|5&&S^U90m7N(f;ma98=nUX*YlGW^SwSm@u3|C0u zd0oQLzQKR%%T+V_u|0^_kbms^MAC2eJzHPgsW<4J{zQk?rciPIwe@xGUzsB+1&8S$@NfZS7jN>n|oiV^_&p+jK;#X1ddhboU--3VWDxsg@ zJEZS~VZDI-W##<)G?Xy|}^q~C|yEnZyTGJ2o8T%_vod2h#zbEvM`|bBe zbsx8<@g2mU=x-P{qIiWc*bA=z2m`-yJPb4b-b<>j>hx0+_=Wtq-)Hd0>HGbqdKpAMhWrqHj~K>-{Gf8aK4h4k54|7Ya$}{(2=GU^p1L2_GX1lw z`2UULB=RE+`7h)r!)*P-FndqzerB8XCY7V$zCP8z@hd$?`>^#_m=sS9) z*f3xYpdSjpm z<^9N zM^CGQcp2M!`c-E4qCM%LZw&7~JuW#0-h;*Y@R?YZ{!u>VZu0q0JBZJRFznZyslFWccd5Rc1jF~p zpYrkq3#aP!AWy=7Wg0c+7lQxC`Y&Q$n@xYC1@cG#^r9j~)McA5_#fmCVURc0f9W_h zvgfXaT%Rk{&ITm8><4=Ad%_@3Tz?UU`xR)9gkgP%`dKlg=ablup)fvdzru3p)?E+d z;Qw+^{uO&|HfRUVhV$xFzQ6q3#%()c|D4(@`?u45#X8t8MqH_WKQaBgHD6Cwz74%T zE9VHuuO@j-Df&7L#)JL8^10MrR^uFu2l@HxUiv1h^KC%?u)ivOt3#?+hw<}%RSCTZ zIVnVfe?fUw9k5h>IyM2`3&HOhUQYb3mNJz~s7ZzKp+B!aY;@K_ryJ-$%7ZY>uY@ma z8BSUo3H(I=$Es&77hSDT|zxWTm1d`a>Av5!{a^%;W8vlw!>uMgCBZ z_EyupF!aDQ4e&QOe!?(bZ2xuJ?DeMZnTi9+o?aX6T@+F3$o22FX%F|o9^&|Sprn7o zz<)3wfRWo}-Ir_ub8#<>wc{LH<^G1HZPI#`m zXn+swClRi`wf9(>8T&tU>DP5WecnEL&DSrl8!znC*f$E=NBe)%Rqn*&JYSf9j!Wnx z4E_+u_r`bEw5bOhcs%naV|P!vKA+kDwMo|+YswC`+6>&n_G%aS>BNM*gYlt!YnN6C zpN5Oi-{JgC7}lRiZ*6Vnz|c!xeEfACcfR#B>jwAVa6MdSU6>P?lmqwwk)FCqmP19i zw?jF~gW*h8e((10p1v>nec-yU&j(jp=z)G9CM9OI4re zbL;!Le|xsOQ8Ad>XPD(v>iy4c)&Jd{+dpB5cTs+qCAC>7{a>Z>z779o{vy z1mYp|XM|;^5I^f{X-a&IkLz@qTSct*OXr2K__-+8`s>p-pyY zuCERHot{N49LDp>4F-o_XJ#Ma_b(bQsaVu47ysWew)d^WoTSzL#(@7sefc(P`nC?9 zagd)w+$eAN{y~r{*T=>wFaFlPNrL@MT+cJi^0VI`cYireGz|WK0{vB!vW{r1k}A)y zH7P%+U%D$D@)M}vO=IQXys6Cq`mw*Jyh72Y9StyE93NrTp{>hde#ZJg+CR}($P5Mf zb(P4AF#G>Z=^uTw<1X}chxi5S|8(glon5{f`a}KtrLtPXdxaA8hxGg!cA_D%;vck6 zc-fFTv!+m(f6#t@5oYhR{QB0`t^dpEp1;2T%st}!*4RH`=pV=bJKjdV{}5}4 ze^LIw3l#b$&Ogij(eH<){o9&}`GNKSBn5@n=9vM138%=lS$1(atcPYx`28n+*HY_& z`S5=M$ge-O`}{v859a54{u(3?eKgAx<}>u4e=9S#O#CV0`4Yl>ee(C`jqiWL;*?pw z^xu@fznT<`+5cfk|7(0!V0?8X)R)jBNO|<1(e|MT=5I;=g4CA?dCS=KFkZ>{1flzv zVS3ui5N}KTJ;M-hN#JH$hms^>mbfB-@`7L`D`I5=0j~tm2=E-#lvkUwgm7g56;!fRX;2(W|xvlB(btW>jKPbo` zX7P_8lee;6!C8NZk0kMgAlv=bzl*xd;Q!@NUb34ekFD&t8OAS(PX)qE{{-2cOMJ8X z)w1(-f^15e=HRyC`4Z`ot!dYM{Ag#m-G}YTnZ6#~Ww}_Nkbb#K&#x&@Q-l2siMNYs3x+|zkskRJ_X|!oVJu!3f8wF33(i}uVP2!z>vF^=hcImc)J-}mJ21O-#IQ`z!Yz@MW&F--A2D~I(j>XV|D z)h$O+7R>jA&kSq{G3%@rMEq0yp6mT+p9}l{KtXBj`$WUQwZI=qd@Lxtb-zE$#gEM& zfc^4D7O#f!B0rVC=4U^jc^Afq{BI+d`q*1_@kO<}2znZ}c|EdWkps%eloi`Pz9O%XV z+V=WW+Do}F%$L|-+h+}dzA;z8Ua&uP<%0_qa)$}d)Smj(U&&1)SF-=>5Y(>^PE1)b z5$faj?OgUaZTu*{57`>i|1%2hmSj1cv%LoVHI(=ZhCh&gv`g8vr?1@+u74UeozMJn z_yO@S%1`6(IJZliKZ5hX_BA_gY25lZ9_(4NzaVJpud%5LF;_GpdNs2QzRk~8g!l9$ z@uk492P<#!F;2G#2m3_*)*4qBsGn)CP)_Y@1^VvR{rDF0r)Vz>Cy>2sMdfDI*Ubd~ zNZ)UGH*LI=gFx}HpmqP0dO`0zut)R{T8*R6Z0fKN=tcPumaijuv_I}Od+j52nEy~d z?aMnkgdKXw?X!d7RLyQG?rc3TbOA3Fg zs`pc$wV6)*BMkh(`W+8CA8P9;j;GOnJO0)lqju0wVJgX|Q)%?K?Zf9nee|~s)A=)@ z)8~CV!k-L;|35=}?et|#j-BoVZm)!Se>%#xAO26A-l<-xkBr9?thv4(m@G zA8U{P--6d?@s^&_#hyz{Rs;PgPr@w!E9k9gSax~ia_OC9A9|_bg9_ArKwogY3^RW~ z7}n3|zX*f8seSw&@?oto*bDlXt`oiYo&T2r{vPeI>ni)qr|;BRJS=oQazi*Fe*u_B z5t>+9>KWp(qJ1N=jOL>Tyk`ozj9J{R=oYP?x6Aq4Uj<`RB0%;p3AGtS#H zud9Llus{8`SK9c!3xxa#(%W6`gJ!|G7u;WTk6YV4%UfGc9rK@pfx?E8TltL;KVf|X zJCVt^d!Jzc7TYrzKTEe`h!n&ts2@F6y=*WW=gQ-`9x?TkH@_MQ@f+%Ak3-AaRvuIX zeMNcq>d=08Z)175?~3j9x?XGLJ*OJ{1@f0L*WX?>qXsQ3Ok(Rz!O&U%Tfa+9u--#? z8D_U^`*rCs(1Z3%81#wCudX!Ra^xi2-xhjnOdVA7)DrlQ{OxUVAb+XOC*T*>C(P}k zkLtj%7w}#ktKX+@|BT)@Y&d`WEPVKB(5G@m%8v_uHt$Z9O?}Pvvv25rpZ-Ayfqvvi z-z)2P9J)LL_OEgLMw9lZDV}Npe)p8flQ8%LtWOy1pXx7|a?JS&|Nm{l=u5Y5XQjpO z-=X~&4;(dmQ~qbrcN~v#c-8Qf}pzl~t znEU_!CB|iIr2@g<_mS{pfOche^5?ZYo*7^y@7cD0U7M~nz5$U%W_trpg1_#E^$FAa z!2&C%|KDU7<`?7-l|z0A{o8=Y8)wXXzi?}7b~$8E|K-*+*Rv`-l959dR|@IB5q z0|)GR@u=_{_(vSyzzHt9XU}#4`mn!&;j!zyW_AaDO7d+2VQ7!)V>#FhwMST!^p)zv z`m|MhAYbI~Ami+DpO>X6AExp_COKzaUbgV{tXZ|xbZ`9=+`i1->EG2hPvZ0p9(K%Y zweJ+b*gj!cf3?Ew|H*{GPYy_>RkvsPYGLrlsI_&y6v4lsKAH>X*X>&)#qLuJ=9-gT z!|sK_`U&YZAGUwknJH7CeH^d3kNvOU8@FJ+jPWDGw0|R*&)2Zel|BXYV=sw32!lSN zy%6T~v-)jGzUG?-+?(UK3G@x+YkqR)!nnOT+@BEU_F!J2n&4@v3-sdn&A*N z8dk`^z7OuskMS5`STCY} z6XxTy$g!_;u$cq-hpzZN;{WwmDE&G2ybt8BaXglCUT=yw#zFhYUxsPFSFo%K`7u+y z82mAg*Q%_k%Hz@~&_}`z3%goOo&@i|O7{B%tKVrh@$Y0{{=xAQhV$DF= z{|on5asC-@7~lTpv$^0Oa6Ak%`x_qj#m{xnP1#~6-p=jA`jCn9<2fcUe&mmJ$h4}*8 z8=sN2#5d6kVgF>ELS77 zQ=(6Vfj-0kVz6giud{M`?@AbXq1(sfEed=+H}YO&$Ag=~d3-_`<|m|o^o)JN2Gc4RZX;|m?b>b@=m*NzCTN{m*M<3f{5H$Cr081Sg7M;bY-&%Rt+rQ!_E3Lp zJ1o2-pIZR+CHZiHF#LZS+84vRtiIL44X(+JG9B?f1Hl$C_*eADghBq;pPkKSJ+J<^ zAbv*v+s#`ydXmEmh^J6L?PC1i{i)E9525z$*2>xkeifgmp!#o$H`vw}a{I7X>e5Hk zQ>x7(`rdwOFX>MilX*O1fBlU1Nb?UMKgoGFf#D!p{}AT(O&Ie1$PdCGAM`)=`8IuB zZ|w$sL;ezm_OX17ZsM-p#20dsH7Ww1@q( z@-&9SWaj5b9|w6+{a0I8oeh=){XlykQ(ZIN%h?pZM|~OFC-wF~Z40))CyX7k>)OVd z#ZVvRJJ!>+ZPdDDkk3K>kM(=d*JI60$R}X?V-Nb>nX$$J_)qO2hWQf5JN8Pf?pxnN z_Wpz5VEE_0RbV%;f27}G=d&5MSEqu!(4RW&FAu)`yEkBL&mn7xWAldsu%Cevdm+r{ zKf+*7NRLC|C+mL?uETo<*#Ee7FTK;RECBf-{e*cwc-+SMn-iktfPVC^gxUWA3k)-T zWc4Qz{p0Qo?QnJUTA&yG_4rP`i`q?i4*qkpgkFYe|4A6{lX-kxY%}C@F+L>>=bMn; z@$qM**6qv&dXYcl%M!YM@46GL1Lfz~KBq=c%ZKYbVb~u*{yFO8^^eghfbY@17-sfM z82lUZmoUt~gunK6Iul%rGVKoeDZ+WTZE7ag!TBxh zf8tU%yB~ogp}e$bYe*_*-eP_Gh0jHX8 z$hcGc&Z}zuA3ru%qW5M6=YqJg3zyo1Kf?LNx$a3t!oF9)f8?Kw>KftliY&OFh2wMS zRAcPYZ$8W?lKoP_C27&uj{ckZ`i5Z^zq%ytD4K1N#`asGK4Ll#A-JRt9n#KW5yU^J zKQ0ZY&aBw*8S*PQUc&HyABZQNw6j%}vj%%c`X&`;bpCdlpHCDf{rWT}C*uY159yuM z5c>hXZAF?_gkAKa+N|5wLdxJ!CL9db3tFQKiA319uXC```t<+cg4^86F;3SiI6vG@ z#BLwZD9$e-y;B=DW>#H$#O_xK?iSi7)PnD-4Ws;^`<1mzr;SO0`zSb{GtBJSqxXbc zmpe>`_!s5p@#FD?cjrwYo*pBimtlW=??NC9@hZma45yNP5e9xBee8Rd4`KCLzJ@UL zkNUvs`w~A{eR>aGm@&xmX<5hFpM{vmyR#DhO`kOL4a9r&{nNseD%lhHeB~MXva+F9 z7tRmDT>hR5&Zqa(dIIg^_nxu0{zRXj$mK`)fAtd&hWhRnpFgMiuT3Is&#vbCJzggc zSa#X4n4QlOW^3)-e8)Q!=3C4c&0f;S$=Bo+*SC4Y>;~qpx(fE+RiYn+fqsmC3B!65 z?T6K8{$Sq3bv9uW#rxaHFYothJ7QK(RnjN=2m`;6Uc!)HL;vq%dMo5a@;1m{BY%A+ z^d6DeQT%`ANRQ8+sEnkBH25C%-6yTQu70`;{Qn%*_th-(?fPIG=Z~*N*J|Z6{b0N( zU*CehJBRF^#^vw(s_9G2ly)#*L`lX=82mN1PZ;Jq)IWx`DgN{uG_d{csRHze^8sO) z?~xu>&g_{mj0fj0!tB1a;5THhO=aCJKHm}se^2eX-urj-ZZVHX{1C%ra$l;Ng$Y*FH7_ z{i5>x?$sAcx2{~e5&TDgiG2_T`$T&P-nw?yp{$-zAHNU2S9&z2CKWL9BlubP`?K%F z_j6GnLiS5-c{6+<->(Q=+_^(@-ZCyP!m!@O`k^Tke3U&B`T8L=HTX~m>0!{m zJctqNGvQ4+79U=vfPNuA!_L1-uNvPQ^ab@TtXfL}i}?DTVS2Ai zh>Wm0XS>)L_=*0FFsv6be-N21y|H=yPRLJUdkeKry__;R2=oE%lVSS*A%QU8Ph41E zT{Al&0>+2*Es}~HRrXt(=j#?}Og;2^j6Cok^tCHD;GTF{9f`% z^zwN4KOWyMofZ@L?4Kp9*Kj;bXT??yYs`cD_>1q`La)MoXq3k?N3SB= zJ+@FE^<~+Vt3QYI9SHt_>LUhuVg2O?Z_apL^%V3O%a>OjT@xF30rUgEkCtnvo1Vnq z2NI&&W)%-Aw1e-_-$!e{tC&~X1m|h-`{+K?2lhBUguPEILCA z+Wi*;e|r2EgMM`VFNXXT+ADp}_cI8?`VaX4(os9&#InNE8K(2Z0%2~?gu(vk`{l(Y z6XONA|4q2=#@!n$jlo}He6tEMoR4jVLBG-7sT}+l_20N*!KK_0@E$bcn9gx+7kyjL z%VUO*_bt8L7xEKmFERVZc{pw`2793TdD}X{KN9oxZ%l#Qy_VQyzFv=28(DU4+Eti; zaK4On>(=Ru?IZR+fDoIrY@PkUeC`j{$c~sBpxglQ4$5EU{( z<1D`a6*qBt7xgz;pdaWj34{G3eGIewMO@J2z`+NMAs#{hu-4e$)NE^^EQ=S{_EYrH z_1A~-p*^l0Iy%nxbpo`9<6m3vc<857SFVqQxqQ~icT;yY7r)$nz#Jw|@EP!6L z|8+AjPt~253iqic_iqJ;waCA&+qVDO)ulT@KdAl}*{o3;H-bGPz3Zo4^La6e-;WbE z2-Y`N=6`R)_UkruI`d57UZ6-w+0VApf=o=4W;@ zF9rL<_;l-qd;3mX*~0n;<-7IXziP*csu1ttd`=kF$2flyhWBY&<7p&+R-c`RBFz5Z zLLdzJT-2|4jp?oix}89tINo@>4%1KVQiSt}cpiu_%ulV$-;sP+eM1@_VSXMqzVJcZ zE}5MmKh#Ht>Hpw_Z7wC=I{M*!e`VYLvsQOChJn90D)CQ*AwOpNUkvdB#(%7w{*P7I zR&+OgcUl1O8|h6@zG=HBst4HDb;S4fq$rb(Z^M>!t(0QD63? zg+5&DQv~{e^zO+!*>T5&I({Bv&-0n%9(449c$MlShWG~QPf~I?-@73d_>b}<%;&45 zfn8N}ViI6|kMSd6$ahHIZx)iq=C|+nbqb%~lLECixAFO-@QB8j^rpQ2Tpweu-%0=4 zgx*~04f4bBC(E4=d?eir{u}v482ks)o2+YVm3*!T@V^xX`$T`1JbXis)qgfY|J2@i zk(pHvR|)Ve;s2QMVoRt!6Oe-Vra z%l8f``la?T2=c9jUA!wcI*auM=Ytfpi)TA_sRR8&`Wa^D=Lmx^@cR@?`H7WgXMldf zw%aGYdoT_B3CbsBYo?aUIVaEuYVT-=U0pAk!ueht|2{*X_gBt+fP6BR@9P^c)ujCi z#%C?DH^Mxg+2?)d%BZDBc)UXx=5yrlz85_*Q!9fZULpMb>w%-*DqxQ|f9yjH@!5$FEJ7XOC+(f<(!d%^J>h}7Kr`q+H1HyqD_ z%`F$EolJxL7Vf7L2LFreF~V^F1;XzL2&#qp&s_RkGEI|TFv$CDcOb?nI6aG_kf zMAARQ&QhoTi-EqGt?+o-4`lTpN?HE59O5OM&!`;q5#s^EpidZ|5C(Z7zZsrE`p9r4 z=>uW-|5oH5VQ$|C`=vT}O%vM#>d(Pp`nS4yJW!(du7rb$1_oP;=EMAk{5WLZ&1STF z0mOgU9>eq=i*RUpiRoT9fAGgxp4OxDsdo3zbAO*^k-oTYmp|w?@`o_U7yD0};_f z`1Qnml>_h_={r1n^zUi?1uT%^fYx31vtu{<+3_UnGbXt0kS5_vPs&i62!O6x&}*?!H@ zp*^-ueiRAo2b4cyDJPnb2*Z4b`p@dK`y33jc%6OE&KDm2dnszyo0V|h1IJ64=cBR? zUkTgU?iTO|$Dj4lMDtzy1fK88`j}B5)A3h+hArazpU2*PiO!lgjOUAw`_|O$x180cE5$d2f#3Zl{AJje&c6_b z_Y&|t4EsKl^oNy45&uqfJQ5%K?Kb37al9woWoA$R;l}fsCl(*A9lK;5_$%c1iPM>v z7AIZ-dqDZ0T$B7Mx4skXe_;8^jZYdrX^8*d5aS2JkdH+DIGJ?7qUg8yybAK;7aNK4dm9|r45jPD7vlwbU&T*-wSciu<F)R z<>}J768Z=Oy%^syY(ViUVek(azp`>h4=ZQq(HUm@G3O>59U8w)8r~TkLMND%5A>g;r4mH=ZmELu9LyO zP`}Sxjz2l-_&u;sj4ufD{M-3eGS@D5KL_9Ac>u!veg$Dz4wyg|d~SZ)yfYyoLHh82lA||9s!>BNn2M{in#x8l?_8QC|$lr_K z_UHzdc8C3Qw1-PJ9W^ZK^niYB|5EtLiguMFp}ZC5@$#j_WVPTc8z5dq{$9Ga{?ij% z8CXx@{==o)t1iA+n4{Q9YJ-FxhP8+v3~P{l33K^fDz4T(x8OR&PbiPvH9anMIe8D( zpGfcJY2y<%CFSw+^;bL<5A|L3S77%AuH>gp+_`=_#2+|+GtBhiN=bM7;QiwBMMytk zzP`BH{$FJJVFBW49RJlWN0w#Z`CtBxFt_)s-hEeWsZHeZ_*L(s)z8&4!9QXAL>S^5 z?C)y&cnyO?pZWg#)sF}E4Br{V=cj8+Z=5*cUH_>3^<8;*xzc0ZCZ_)FA>Yk%jT zo9*9Lek1Ykx>53$D}&=;y@>P>hV!`SpIJFOzsB$a@<*&b(+|RYKbPSzG`{OQUA3>j z7w=!;c(3Q~HPM4|%(uNUeJyeykPQ_MWhiFPs|LZpJ8ic7G>dDdv}XOgA1s_3kJMJ%qvEVE&q6mj5hp++p`_t$05b$5*h_ zXlwL-2heBKpMv|B&NgHmh3}~xG2~y-UT>`GJzCKqkDu2e4E_Y^xpAjix#^r2H4#QBz$v-5(4!G9zFZiek2aJf>P51{&pAwF%5S-$b+%C);Ig2nG2B0p}% zwV(RNI1KEa+Dng{I5r{-_B(q?#&;93)I%CCVTgxtJ|GPFSL8Qgc;A4=S8o3OU!nN@ zZ^G}t&s$P0es2fs-*P*r@yF&g&_7brA7NPEA%7Xxr1^$nw*SJuf5_U)?Yw!a$}w2q zqrMgHb+{VPZ5*tRaegHX@n@@Y9?uu-b7J0mM+ z6m?L7=o0nej?X^1a}yK6U!%P4JUY0ulXM=?i~ZmESseaRy*He%#P;rXdB4u;=X20c zY_I6guKN|wXDQHoK|-;{_X@e&bs&E%Ck*FtQD2IGe`_;rw>Tcg{_aU@C44v93-cfL zcTc-aF>lmdn6Ih)?v>w3*6Gk5>d(FUzl&re?*f0Z{Qm4Yv!~7t0Dg9r$d@q8XBdC5 z^6lg=2t$9ZzUS+)`zcz=6W8_R^V0*(u`PiYTp->+f5R|~4ZHM}3PlO>}LVh#M{3T)TFCQjF zt=V{pcSFgMY{M5i6(v7ZO-G zi|-j`{;`D2B|M{?cIfIpR%=-1=+ zYLm`Hh~Gm*eSExh-oVK2@<2cG^U27f4RiHBb9*Gr*Vj)b_t|rz;VQI8^=FJduyuVq z*zZJnJ*mm-w)T|x{veejhWrxJ^W=-yw{@pK!~BKu_|u6~7R{9U1^IF;e_Asr=ak|v zKAvZNTOKWKc6<^+RLv}zz@`?=X12CPpTdQ^Bc;WVWyAI z&uO`;hl$TqV*lkDV=r$Wd=uhftY7ZD^MIwZINyW%Q2xCjS8ARntbb76FEm$bEI%3w z`ic3e7iPu!<*FI*|3f_`{C#PtVG#WHJJfQ)()(KBRO!I~VpU&SpHY2~2l@-vUP@~W`*CPLtbId@w^;o%{|~2;f2DFb z-+}xk%2dlVN)AQXmZZ7~}`T^nYDK#g_W8>r46qzcD{U802k;b@-Lq;i7FU%l($lIB|k{tU-QnEl_D zP&NP0GNZ_I5I>=QGn`2JKp6BF`>T5Lt3qV>f#)NtmDY8r?)*P{tseVqdGq$+pugB& z^`w7>V|)@pAJHDG=e05IIN(0egZfxqxXd};@EJe9U0r8(M|%EjK7Z9r{JeGHiN*Xq zn40LVw!yyRp&ad{Cgc3Iqgs!Y>HS8b=FE_87S1}bzQXYmhV>89UsL5|?DJ?a_YXDo zk#lpEgL!=Xdarhbs(U89Cx`x#Fr3#y|HjJG$-fbX^%2?+D`)4!Sosd3_f5NXkM2c? z|BnRqpD?U%w@dVa;WYezHG$y_i~7e7uo9m?LwzC4*M|(Vc+SbK=emuX> z$tbau=TAN%GqG3AjHJ{E?f)-WaC$k%jujdJzS8 zvcdl%ef3w2f^+SDK)j9dCBtm~uP@52*9=+@?}6fZXNKRC{xz%_mK~D(0sI5{4~E%$ z0)%0|82f9u-0o-l3G3lKUG#4aMHZ1A{~AGl80r6Z?BMgGMGg?Z_LR{7?Y#0#hcHFp zH^x8T%EPb46^j4QhU&lRzW%fRHW)9SUuo1h{{F+kh44M}0us_u2@B3orCr79PeK`K_pZlg??InKC9_^VhkBaS_{@Ezlp1zxlQ1^7C(Pfd43O z!rcG-TC@F8(Yg6BUt)fgF!(F{tU2aXgCjwx}AWm--jOd(qfm%jETHdz_m8*WxiU9g>e1suiLb&Dq z=XXxmxxe}?-T2C`(iG+=j30j|ZPfp=8D^)?W^q6vw{G~0>|5&mAVi@9UiT`96)?*TX&oIz0 zu`h<%dmRkJexF1h41<14?2TiJ$2q3^>LTetqvgK3euxBhM4E-a&1pi?RWk!qNpOM5{BH`|=aa|^wgTIl) zLkt6du|J{2V0ZH7)4(6XZ_8SySZrnSkVteb&voMW)9}5&gnxv=9!CEc1HF>-q^v%~ z>k|LZFzBzuo*9OC7wM<=Ais$8v-T?q%i5+%^>W<;`5YX->=I@BbzUhjzahP{aeD`3 z9##PRL;lO&o076^ceX0srxwXRSmHa=rVHCI7RlCC1{9ZDviMOX=Y46!JN=h3tbMtx zAcak<#rJ2BK6y>~(t?;IC)Gp$NUze0JZTx*TP&X@Qd;+DV9&Grp}xdFGt9?JL@_P70* zzZDT??>jII?{%R(RdSYXnQ68QMEfNS`C`d_hlntnzZiymCGtb%XK_ov z#Z%b&QbZW+567#jYrfp&^$zea$bZ%7!T;*o4S{$|67PuAq-%>`Jbfp+GyB#f4 z{#}9hRk3|_|8l*qlZzl;NBJ=vK>Q`Fyp+bHek=8bbm~7hP8rqhz&=nv+darp-M4f!#E&>W4dwLrg$rXLK9R&PB8KTa zk4VFM^NDATj%>aXY1p`D9ui5z{ss20k*i(e*<&N{i@v|y>DKO9dq7{XT&qjX{7wquvoS`g!UjxhA_nZ6u`uqD3Pe}4HBEnq$gdu-{-xCIZ)e3X}(0)ejbE&7_ zWhwtGYM*O7e?zBvP>%M-Fr9x8wST^+^WyUZVSksqrX(lb~q0$+5Z$VyaVHHhPnQ9Q6I5n($NPnKIBIi zExV_t(aI2iA-@==`&*(ejz0r5KaB+Ymc;K2L;i^BV>yhEaG2${iLsG<{_L{p%ZG?1 znbQA=zg@l<%(&Xg1^g%a54|a8+&;*4fP5#?qvyN2rSjHB9`6vAJ3!y-1#ao(xupi~ zhvEFjFs+wGdguFUEB4<9<3;-?%+4!{^a{V$X?+yON7Ucjg0{(4f92~)U%Q69)QkVD z%KdlOqPV3_a$mt;;rP0#*m(XnQD^ICQTKKcwJo_hY=1!1eZ^V}KlK2qr_{c|qHjrR zHU_-D!46Y9oj#l4d=%QhL3ZTg=?yc~ev>>63OtLRO}r(uhvHkp;IA+qBnA-~kB>n-hWzXGethWHBk3St)PF;5OYb8e zQ(%6;_6dW1qP-9X`Jw(9?vBv>(BUn}5BWnF`a^v+ti63!)!&`vqeQ(sPxBf3B#*7{ zM7;yFmD&d%fbtTFe_}XQ>QXE0Cw1_@80@3pe=*oI(!;)|{4r~vohM+J+k5ZDJHwX8 zF9m;u>j{RLzv#W@(39_?_Q0>X*dJohPmGVL9Qc9pM(>KvQIC_w_vw)zebODeFI-&= z{6%~2Q@(EM$ha*K525@Cv-3M5BfIg559}Wcbbd)>e0r7t=(Wl)e`5Q_x0Es~-DP3E zLHQ7d^*r{+FzqLbjGI$FZ88wan-G6Y?3O#Fz26MqqyC$?El#%28vy)A`I^kRGqKNm zOW2>n_DtSP${HFke!r0F|J~9{?dCHWKho3B>B+WlIW643_d8IZade`r9KD|*>X&2k zMOFGQ=p%k_I?&eKz^xh1Ct>@hPc=u+jkpQ@Bkph3r=8p2UvQoV+aJ*Gma1Zx&Z-vV zF9xjX=uuPhL2U@x!+^vY!)M$ug!8`m{eYT;&|l}ivwVVRKwZ!uAxV5+9Q9-1z)tt} zH#dQNP#y!b>@B0WW=MNUhfCzk@OCN5`x+v`ARkHogJFoz(0*7svlqg^FXSgHr~hx` z-&6jCVOTGrKcxEXJ_0YN`-q}}g?arq>>UaDbsX=&kJdNT1ByXE5fAdQweqTo;rcgd z&yjxDH$H;-0_}Uy;SJ$oF5iKZ0p5y*+qRI zKEv+)E`#gkMxJtXYm7Jc<+elGxq7*ZjJc=0SHgnal~o$Ajs$RKza~! ze>#}(IFct}$X}s+2Yb7AD$h@rolEi|4DzP-uQ@t5tqcVFrST$$d<61$Fk*I|Lu5XA zLR#c+IarTN&Lc4l>kFLksT}509KZRrpWdUUN5K6NjQ<$kK>m~AGNPB^heV(GytJ_i zHS_p-*F5yL3dkOB0q+Hk#EXfEIvPu{(vy(3-a5dOTW0^jazv<_mp=ku|JYjD_V+k+4fqd&Ab zKD=D2`(G$W`B;uNPw={02J-{jpH=wq*um0^xxcnrIB(xo_x{|z3Cpwfv(=Jf-MjCV z6ua{7^1&aV{Dk|Ke7`$?-6Zg@gb#VU+Yec-(u49})`U$c{v!cpqV?@BKTY4pD!5?;$=r3Uy59&X|bbeYy z80MQ+-?Q`Bteoc`N2HATrQy4R=gUUa2I{swdsLduA0xY`7fc*r2l7GxHuC6%OG|Dl z@chpxxy@3B4|=Kkl6{QoG5zq*cOKjyk6N*D=FIpAKEBZ!TS}HEs{+4~zR`1%59>H3 z@%-25&292K7I)+G|LEH)pIuxFVZRUgXCu9KR?tRAsE_t&qq#NuayF~ukPw^7B`8JK>2hbmk zrwBuRq-Sho$0d%xU4XuI5_u2?`uqMDgS;_c&B}+6ya>hl+ z9Q%21&xuB*oZk*YtjlGSJ}^Gy7sG5lNtmxE3G;ld!-Qtlva&`#pA&}p0sR+Yi0=ry zkF7SAS_JkuSTa5b#Q$qQORb&!3OU&Cqx$#i-wn;`0sKOL;Xs(qPly=Kr1264ezyLe zBtpgxT=Er}SII*#l2IR9|fNIeH=59g!tZR};5!W%$;QJ)FJ z{UP)(;n8k{*GUzz3OMjLWsvuUl?ZlBjYdj@9iG`6V^jW z&-iB>mj>;yg87)*N6hm(j%t1PSWQo6=YK?wW3H_7tK9|qg8J$>HYDMr$z)icVthcD z$2Y8;t#=5s{WlR|h_|V|aVzDlmz@Uxh5F`rVD#O=I{bYs(S(gtA1=S5&*#Sp7cVLn zMHT%I-@pIrl}Z!%2OQtT%n^rg@3{!&*uGQf4C|TRg^*t+ywLc1@!m(kPpt1$uQ%`L z2l4%T!oN=I$Xh)F`p}-75cBn=vs~x9D(}hwqrEyOHm6=|jD+v8zH`z?tL*Zx!0+x7 zeRR$mP&I24|Nm-{b7}Sx%aplnzmQ?rZ^Qmw24^R}Gm7K-?=oa(zvh9jdHl&R?MI7T zZjPupuriaKj~2PSY_30X(NE?%>8nfQG?|Du;UZ0G7YRKK?~q#gUkv%}UajypT3=Ir z7%$oj!}PwYh%k?rSo#uxo8_1K|&;L_7B-Il14d=5-h+%&L z^<(ll?+mw5Utv6GkCPw%lX{wL3G+YpH~DEvP{fg8aDS2NzcSc(O8*?>AF+Sev{Pwi z+MC#U2GJCQS3y}*y?FdOrGN5?kHM2*J&FAjhIj=1%akv1iu!9df&WB%APn&i(&N^9 zz3rphm)ZR+5n(=mxjD8qUz~cG+lSkX@D~ArKOw$F`rHb<_62BFa(j2XX)CB7FID|S z`b-$+OXRoP=lnCxoAaSQ=4%K8e^CDkb9-Qz$=mJ6lh}lqGr)iJHw@ExN6}R2d)_zW z#OrM=Ck*YOyr%ZtY!TI42If1|2f|=KIG(9?ckJ80>chv&FujiSaJ}VW`FWpT-b3I&%Aa9I4`JBvLH+bdxG|#8eG;4(qW%uYc7CNg2Ka~k z^vLMl=S^g9K3Igx=lRuHrhoOupU;(Z zBL2^c%60qNCX<~H6U|CIzccF32k`GWo>|A*zP@j98~BO(?|G4>qWnGge!ZF3xE$;i{S9HzZsk4*5eE*3T#p?=7A+gASeqdnTN@;*N8jHP0t_mwC@fsTH4h!*ZYDHZ92w z8L(bM`S?uu_*BYTeBJ{6fsb2h)}~(*`2LBn)TyCoXZt|Bh4lCitsSu2YCC)1LgYJ9 z=IrG_e~5pvecy#S-dbNq!T3=gg!y{dukFR)2YbZ-7l!ryeC=kgl(PCC-X6K(#p|(P z@2D>U16MVTxt0L-fb<3|Z@9dB#R`aT(cS|`>3i_P)3rlFZISiULo2FHAdH$>Wc}4_&$xSJ(3SJV+-b@M+>>cK%aD81f-V zZ_wzDzof#3f6^7QG!{c*72J}vuc-&E=U*+sz-&qrL(Tcwae{0%-+WArwE z8@$hi--q~>P2HKRt?&-tR~IqN=8KSnQC-q)CxCqQCH7Ak&evf6kd@Q_eTf*R|F344 z?`N`ddf$wdv-i+MA(u|t)q8CO{V~D*5JUWd`9~@TeMJAx>a+Mf7Bm?8r}hwY zeGN?wT=;8XEzC!_A59qa7wv^G_%rN(zK4DC^tsJ4Z2xlp$`iRZ&rJD#z+7Da$c*BmT zKfzuxUIR%zE%#sHJ#^*{FcR;VsY~Qd82ZQd!b5VhogXY=_gO^YYu8Pi-R?5* z3+;zUQwc2%-1;hvF&k6H< zAS(~1@h%Bc_u5?ATmCW0XUXRBXYCB+z&*6p#O}1rZh6fHIL6%3{N9^qbr_SKXmeh^Fe5z(KWMf zTuVrW_R!uK4yX2499Q`BvuWF06)l0`W?heT(+46#qXT;nbsLy??#n z^;e!bzc($;i|g|$gKLXZ$9#lxq<>YJrS{VJcJj)!z9XzOmc|p~uQj8@<{Zce{Y}jI z^ovTh;{WSG`4HyuSWL0OTCJ&1;5-cKOU%PJGS5!?LB0w38>_V@r6eVi$9IGwpG)Pl zwwb0cmj(VIe`38(<=K3VP&wWW<8+vTV)%b4lrO8#`M=|e?ECqz+4+4@>|xo4dSwmR zKPLJw@7GD(8Ug*IJXS}>9r+Sb$m6TkF-1S5&ZWcp7U^A`IHzLSyS~ya-d{5yw&Q32 zo{*2h^%r57UoqZb*pTdzVY)vlV&Aj#7HcNW>F*^vBHSSTUbCY8w>Y&tK0mK%&fA+i z1M*u$Z(I+hojvpm*?Zz5!aN=!4D{pp)<)Xyy8`d2vGa)xv-4)_rIWjlKPkR{kM^}* zM>A)Nt1kDi>o*QfoS5YX_Tev)2Vvgd`sZpFF9y4DdKsqw!xF8pmNQ6*YJhSt{2npP z|Cn!~aOgFbICt%su2R*yW5D`lm2a9JT~XVqDY8OP`@^B zw?0&Ba18R5gm+kqhD=C=^#-=L`K?XMu-cwHzS!Jwu7h?(Adk1UwAu3FM3?{NQ@5zr z7@cww-#4Er;U8hBFL~co#4tM_v!!jQvYA{SoKHi0*)m~J2kVt5K>rbMo&44C>eA03 zPqd${VF}CCzfMzbqVa8gt!#N=c`)#c%0E^8e6-ktpJ(0rZTLx*Ht)fIAV1?>O~YSQ zkCb+o?k1s+FxV5upRAm%$KzKk2shhmLA-+W#8=&4(x-3=%tt7H!eH;nulTonq?)Au z06i$5ZS$+fho1cj>s$1f+g7Da*T2vS^bx;jnC;IK27gB1?+Kg|^0|`Ff7?>4hHO&V z2<>Bg36q=rj}03N@jK=x3B!35q$goYjIgC981kQleQy;6nA?N>6W-L|cUEgC*bmZ^ zfEea)oX-hEJkc8OA^H+htPZZbei`!X$lrweQ@vjGcIWedqRq#$0Zo;#zQuCFU|)o@ ze(pJCnJdTESBW1VoN8ydGnCL5fzTa83Ol0uD4%RamzwK zkA!vF;ns%k>x+`^yxx7N%Xz4e@fTt4Ka!VZ46!M{4)FlCm%Lj;{YZaL7!U3*C1*b9 zuqM=n=RcA^E_3};BL06#s*f1>iS#D7j2%9ERwB3Oy?xzcZVZ|T`53If_k!1mtgRlL z|9eZNlG>3dX)+Y@5kL{;q2WMQ}I32#n@e=0w-jtHu9s}2D zbA3-~JeKDAJ^{v0^$~;r!})XH(5j-ycN<_o1k3m9pY|TK;{wow{p~kSsL$Tj5%z!3 z9}wp4?O%AJgLTgs$d^+6%v<$dgN{k%vGz{x8Jcu(BKUi1|DRUFiF@MxW{fZPBL;qB z`2i12J&opl+@252vR~!yrw8&ue|@07x#PDlQr!Qg-ViP>*qqGc!GmhkX7&iwf%olj zd1@8DO#bNiAJ++Q6s@(G_-ITpr)^bm&rkRHM?ezdnkM=B;MSXe`O zx{ zAw`7wc^JYFFJgOyAs$3~Bn;6j;VWiVRTG!UG5t<|lBgT}bu>TUlin2gzOSVh_-~9C z2*dc1|A%|$4E=cTFYFJXe>-9xvh2&bWqd!JFz74t`$$d5h>4rq^Y|{qyjOFBZ#tik zGg8t==e#X|^%RajKR1bd2*dgg{T0J> ze_O;}pQW=Z%E7ZQ_t(c{he_A`+zRK#k=|qR z9~=IZr$Ig!`Frd@^2Sv8U;I4HvAS{p`WT7NA5b}B9xoqjvAo@T+d<$D`ZL0O{d0WI z@k@`FU4`+ZJP3n6VgJWBgmztE5(x7Zl_Q4yJKFd0C$4vAey|34V7`kmeMA`p1yq}EpXD2Et_P(YL{6POg82F9-vvRiI#W3>^gh8LEeQXc% z18Be5iIsl7#$ob4G`{TQyA8inl_8%?{U1NnFY?_H$j{(fj;E_Dfc7C=0EJt{l%#%N`Xzo9bo;5 z^q-o#+og7u3B;oq4-kg@4eARkXZO<>X8SROVSPdUVSBLO{tpI!hWtNu@N8$DBaeA} zaVjVBS9ok6m|wB{^s=jKi{*2<{hU6#VE_5d+o1nger9TE@5>22R8PPS6!^(9+*5YV z-&p0n%)Ec_KAD(*aIFlEkG_Zf0*nV4K1%vU7~*Zbzr=7jm^l3`KX#^N&5|Ll&p}>jA32(#{x9VY^8J&XUSr=ctZ)WocoUiwC9IdpDKN7#sh4zy(D{rp(IvI$U&_CytT(X?>Mu*3%xhhSk zZpR(~`fxnCGqPHRfPJuDLH*6$s3Gg(DgOU&lvnPafi7EbU*q#}?!nWpS1%2O{0aIy zhFLx&_qdXF{FyYEKhZuJrvLku&3%)QJp7b8`@cGlSv-AqaCxc8oN#UrXDe1Vjd|q` z|6h;tCJg=y={u)ayU;_|5c~)7``oIUyFJq4;XWdc@7(TN9_fcNpg!hT2m`-xyoBMt zIocD$?0gpcem(VfzGt@@=|vg9FRXvwxyOG#((y1~B0us5lx%*!qCk3+w5dd%4Ew=} zcKFE>270Fajlo{M{>GpmJ^sev?@>SKdsu&U`MVtaJC2vi`T1SeAKSlX-?R8E&oyd! z&!dq7+keelQ=>hxq?GRuH5MHq{-gRMuUXXxXM?{* zd0s#a{s!0Eg!y?4!u-4h!}R}UvKMxZ%&%GF4C^7H@4w8DXZF63uR(pwANbisVWcOw zU&5fDSU=xAcDLcE``{08yo9;ED*iS+J7g`-_ zZrL~i><8N`^i}?_Vv{H22T~;ZNLa2+YQ;bJ9qBhKzf1bd@O@g}6NdQ+=gY!PLz`cf zO^5!F--SD!s){|1@%(<_^TS7feD+fLNdB&{E^&$M<#4_}D^lvQxZva{zQ0nW*T%Hl zW0Bl=YOly(_HduX`JBH+-YPA=#}`6=5#tHMAYat~qGXqOvfn;}f5d!5(YCWwR|JUf zyCXj@w|y{cpwSxkUYP7<}l%xMkk}Y=8 zJgKx|0oV`LFaEON$!$OW9=~kKpfP{S?#h9`!Sa&5$~qyFGr7NHnEt;}_KKE&v&`O| zaM~H^CCu0RSK2>%eJ1A+U*BADJomiFyF@gO_TLC|e@7U`i}GjncmIpQ-cet!l$Nx5 z_?_VMNohb}*qj66{{zAJs5J5ES)I{?z&?;4gyDR`zgT=?7=E&)YcAZbC`>oXf=f!Pwum3B7md@AQLmY@cD4Z@#wCz|rfD z9=r#HgElGdJbz+WH2G&&%QXZcbO78sRWRjlI~M)s`f#hQLga!$ zao`_N|8EUb_3u7)C7j2?@e>CBLggv-J6)R!K;Gz&ZwJY5e_AjC?pGo|ZqLlxzx-h| zw~yQNI|TO_>ILtgQ~6T8A4+p?!u*Eq->z{i+Yyrl^2KzU3jh1IFB! zhI}>JL-~nW8^@(e!+eGL4Z=KsR9P0e(A3 z^z9B|rVoT+zD0WO{?2&W@med)59lu#ruUF!2}8aE+rOvetk~)%evb>kzZa)my6~_J zoEJfTW|*Caxp&dSv?*2mek;oBUQJl~?R#Y)4{Gnv+q*_FYCtdQb4Azl`ZLBqK|ip)$|;+FExnV&*Rz$8HHE%c zy&%5B{wuc^&+0eeB&@G+{vizXp!_N`{A+!t|AhTls$bBq-`I*jG9wr+whdb5SHjN& zS6;Edk~&WOe3MKD{B_oY&D`HSs2Nsa zUEl`v<9yCA+Yf$d*fT)=@HLo^Q63LHukT+oNBn=e@Cn0_1CvUktN+{i6Yk zeXcGv=I33jring1wY>@XOY}EYyC-%Fw)O)0aeYD<>>bx5RY&YQ2mksFCjha(s%sW%qrjf@bx@CKRr27Rgr9W8{~`hKDq0>X=wT~crOL%d)lGhh5PXSRYz*? z={djX>Lz!{hhY6@%4*HVw>Cq(g!b|*ylY_L8he;OFrFd|_JI2@3|GJ> za_MlU_rBPeVK);dSFS3TpOsjaQ zp7k&0=LcVuUUd*cI)lGNe!X~Dqipe39p*2j|K*BLYGD<5kiS5EAq?+_V*QsVe{B8f zcLwSsu2C&@zw96UL<-mUth|EG6EGYs<@Qhg?X*6ka*zkgkJVrQ zFNX2|Ll5M8k^i+HwCz0;oZ!4M%JY>}RPY%4li(k*{;S?|Y>sR_1NwvfebwL3b;la< z|0AM)zq;}3+|Aii5dUI%-8+M(&_6fed(`LGUv>BN4$uJkVL8KD)c@;WDgA%08mQWp z`g_x^~ z_6~#dp~(NYQW-&(^F3fbM1H<~rQaAbG9Thq8|5kRRbIrG?l1Zh?Qn{7?O(EZ29^ zIeb0EuotWUepulL?g z8Co*~U_FN46NdZ>^5gvzyGgg&KLP2YKl`9`r>(5r1ob&o|HG&a_sTyd!+jLw&xiFN zTdRzZ$*}qPL(B4!OX4hmUM&9z`z5jd&$$0-@P9S7+C2^Ah3kWcvFn%Rd0mEhrJqEf z2m`-N|He=s>1Fl55`P+Yk6jWvG#36}X*$+N4D&zQ*JtglgZ&d`^ZmKc4uv(h-zb9r z!~PlWNAxm$n)pqa`{U08x^z8#J)g^iVK4Gup9eo1l2XwQ>>uU*dAmXX0eAEv9x#{C zM;P=A_bUiP`$P}c=lR<&rh|7cX?(%+7hj_C{d^Oj@_f^m2XbE{w_k($$e*umbPm)= z{qMZlSC_bkn(*M2x^~Wx) zwW{>~s_gec^B*goQsw)Bgt@%GUwNl1^I{2~4;wA*qu*Wr4(r8L5_u9Py z(hcw_`N{3M1u@tEmYW~ST&?B6|DwNO*qro#?|;p!a*oz@0C`~klQ2Io z%rN~Qn=Gr(^o5nP`Rn(XCCe_2O$PshJgBn;bn7tSZ4ya~hkU-UN&cc=dT-1f3rZKVkB zFCstw{Qi8?I6?eAH|ir{7H%o$CMYZ|VI+{C}vD@e9&7?+@u5tOWNF5zBPS zZ8p^%EB}VtlksY;47<1k_ERL|6=V|c_r0pLh4Dv_S>dB1pJ>SZxgc}zXY$G388AO% zf3hRi>wOv62kIj|vh#lzXYEL2?=cC4`FLgTEFb1>uom<|vi=YlK7sy)VOUQgy@J}4 z?vpRRgLt!tSpNiuV{reJVYWVG81|!)UsNCXNA3B)U+l0{h08-EKXgf9-(C<8O6*G@ z4E8ONw;+lvuya@%2L3|gpEx$B_C-bKf(}kMW9JtIQB~U?oipozUy^(X!)(1Rh(2pJ zYFKPx_RcWOAILwsW0_`!H(J?xP>?sXJ$c?OPFj}wlVAK}=*;f3V7|if$*&B~?)m!} z^H+lW`dhnN#=cvKUtcEE?LTi3(=D=If=o@bo% z1A_9ybc6XR`{d~VjRX}2)O~7AlPsQz=qj64@yau(WvbMv3K{FFrK13kQ-UDJ7 z&TnJ?tenm>2`W2>^{-o-4fcxmpmKJ~$R0`#z(1;=f5p;LcLKb3DVeVX6~Y@xKN()f zaP_?HgZys8{R8}7HLXaiYu^!-k?lUG?U5I1n%>?yeMf+!k(!dXiKNr-;er(&O>N3|q^_f?ewNBR+ z=svZezBJ?GU4{3cKWN`=I-kz<`Zx&2M>sU9pvTRPFyG*K+8~DdNN<~YG5@u@)u6!q zZ(BFzX8&Hw5Z|Fb5$67-?dHc;qsMI!g-J>B)dFFzZ-n9XN^HOFmI-EYp=-guar_$k zTV@#@4FrtzY0NvT9^)U!<*l*7D)IWm>9F5`-?z(Xy%-XAj>Q8)yQ}9FpPLs$d?8u? zFbw55J}L+Qh2LxHI=1btX{<=^wF{b^TF{Gf97h z`FzXD>HLVmFvV94bA4y!A!JXiJ$jFj)ra#yC|~WoLD~})w}Ad4J?+((hK)WgzTYf~ zr-k<2++){k|AF{}%8fJwyzV^Z^KW~^?7e!SeX^H|l!EyF8n#au;uFFJhOwh$y+A(* zf3TmtG0zY51NoyfV~f0Ii6i{q7nbWJZJgH>qyqD~B%dM>hW3#jR!;Yy1)XzBj-T}0 z;eHtETL;c`zzR z%+9k49W45cy<27p{v7S8L#*Tc?9K-$N(Kf&7qO-LaLM zt41z`^$Yf=yF$IZdjD#O*ChLS0>e+JyrXb=z`*zuu)aWgI-2>3Hnimc?=knECIqB6s z=V^e^-w=lTh8Ul)a=KqG=xv`cD==sU*em*by*jr;uda=O^Y}R4&L)?J*-h^U`*#?h zbWSbl*VcA6_cxu_|EM|W&;Jie=)8CJI=fEZu>QmOi7?B*3i_KiOZETZ45yb-p9yn+ zNSO0qzez9P`Z`McYJvW5Q|QuMnlMZ&j?X`Y+4_{1(|)sH(007K%al_* zUNV?ddm!{z2>1Vlfgd=2gN^FVWxk;hkKugE@IIPv40dWg`SR{I*so;0E)a(J1?5AS z+lN8vfu8rTzK!n32%g4d3mPpg#IP!VsSzzX$_=klz-~$29LAIs^U%+qX1) z?mzpE_&ox`F%NZ4CT@gy2ldagb*caI!7sQz5N7wW1*`CPgAEj$;r~eRd#m%l;lGq3 zxc?vw>j~sPVeU_?^4EoRzLyQ}$s@n4RRcPdzv|2K(}K0zBCC?v$qlLgU zUd-(z6%O}*vAoy#%A&ohnLr=n72HV&J|8Rclg_!Lh2)(UxF8k!&f%OUUyZ3#SsRsi^&>nu@`~ICvemhfP z{fxLzzu+@3YHxr&qJH-omp&s;-52QXBJnQ_Q+`b#4Dv<$A`I~=&Y!IQPSQtK&f?`h zOMk7JbmKGV8`@W&6T{?Y2b=+U5Rejn);{C*|(7q)gwHBVJ;;PSS0>ax43?@^wAv7Ivf zgu$u@5U*i>wh3l_%Wg_TJd6ICFxV&ZmthuP5C-|6{@9+qRT`Wset#3~)Am>F;Ag$X z{~u!@;jf*iR+K|f5R{`m*hL?9)$JmFUx)Crv$sZ=`GEdP@}YtqVz_T6IWNU9j0gEi z<&e)o`U%5)i1e^>dXG-9s~Npe(a%QYM)uIx{rJyR``NHQ!T$U8e($@}LI?ai+DpHo zTh%g0%5eYO&s*5Ef0s^K%S?{-b}e@2(JfEn^eV zkM!C1Er0+0(GbuN!lAl*TvN{iKQX?xCrsx%1;Vi2Lj5HS@gwqs;f+K;VS&y|v+p53 z#Qyq+<~=c95C-~;8+!C*1)69~h3 z9Q@u`d6dLH#5Q^2GVi(Kku{kL(Z7Kf>Q+z3e-r!+4ROjz5N&#lPeKhb}l7 z9=T_{Hx=e{?BD59U$vUKWpI8B>0>yN{H1gIsV`?(?*V?|eBf;8c6LO`PIf*>aJId+ zc(IRoy@>5OzkH}P#!L?UHTFMHy*$dXtpVsi(oY!9lcN6_*njxG+GmYiUk6Tl;u{wh z!q@);55`^(|L+m(r=dIugZ?1D2OhdM?~aT3J!0&C;3ds*`(@=}e#ZV?5}2NpSHQIbM6BBVW%mO#ko6%V~c=aEbifHtJXzw;#eh9&(A< zsS|oV;(z_W$#akHSNgyH8w1yD$y);ZlPG^z`7__nv~A_~LYUWg_1lvCsmDr~uO#Qa z1%}_z_+1ksc6M0uMcqkygk=1LL7%97EQfd%$Ir_5k^EgZD0X;VQw92j{+Tf71AUL> z;7{rMomQU?M|pre(Z9R?R~nJ7Uk3Bx0PG(z>~C8AjlsTAK2#s<2mLeqemG$_gMO#V z7ySYIM1RQeO&YJ;$v%C5-z??v)gZa7w4}BXFrOiPgLK{=SA1Z>*W-iwAKHIIcmVk| z)TcqShE_is7Xjy4&_53z{QUj}uPvZogcJLHQ!D7j*Uy75WVfxjPmat~$P2 z_5tzR-F5%{!^xeveYl_Vo^oNi3djff;eKmjy<(UZpRWjmJWyUkG`g!FX*L3VMEMNq z5$zqJqaZ`~#RZ1%5&c7K+kUJ#*OhtFSh5=Y3roN^(i1PQ^|N3)+2vQ z80bU)N|^m$oZw-%dC9{Zcd$=t&!uZs+yNcFp7%(uPqwv>6|wo0Fwlei@%Wgw+ip|} z%oivh!q6YJ_q|rPZE^(ENB#BGywiWI-(H?y@a#6s=EKw8Fn{!r&`%iRCCT|7fnj>j zfMMVt`a@RE)-#^*)BKJZ$wIJ+W|k2#R!`)0s8AMp^q@EpRhf`JRW73<(GyfUylh$><05M#vg>CJ#61Q=y{Pv!Z*-Y zb4mMz!QUZ22m`%_f0x7jg#4j$Sbw4ZvG!QLmVM9G%Y^ypFiiWi0%7+5nZocbF9&(t6~7156Wc?~&f5zkR73q02FpVJ1m!!z zEHr22{L?VsJ4@;lhVvCT-Vq};n)6>TREw0xeCvpywAX>^av+}utdAJZb4>Xg!}lTo z;0ZLp()XMnBhoeo`1_QDeWAUKSbJcsuK6^+9vM-%E9XS!PT(iX&)2YH^}%{0;1~J_ z!g6>2Eth*o`bXuUuV`1 z(v!o6tI>HHfiRaBVVLic9{>2wQP0&z!uJ?25r*@xs9%J+{sov_`P~@x2gZ;5B@Fk8 zk=}r?_NP})Ud;79aCmZ~(;ZvL=c0ZD#JYHtgwG%j5k~BP~r0qQw6ngYpqfjR1Wz{l=m2uMx*Z&x2xMwd^cvM#WhvUEM_Bm(x3&_@{JUyMgs zIa@!D>)sMyT9zlz_J_t*cU>XenFIMZ)Q3>tU+wQM4N{*VJy6mfVQBx)-x$V=>m62~ z{!dm29XnaUKH324BfkkleY9s*{+-4b`eyOTMUxfTc_Cp!ijl2%llZ(P&gX=|Ua-9h zo8%`B8X&&kM)>v8{BE7KK%f4>iuB%@F!A-y5q)%azpPmv%%`?ww?%-)+9 zCfPiek#dcLd=UBv!Z3eh`-CCh!SPJ;RmG)zP)h^^oR5?97E#^Ti=@fz4Q>odpO>(o$u9` zp74Y3%_Q;*_uRT6K(EbQ>{R^*2pETCD0PF$z5iwcE|y{tq5Uz;@(0nucX}Ngd5W)(qK{m1b$(+8`F0#{bl#7SZ9M(qd<4!X(YI>5 zmz#KizDmuk zf&VzZ>HBkj4>O&>*SpiRjDPI1{lxP@(~IZFjlQ}S%5gqmnB^0uU%#`Vr0oWfKP;hO zKAHYtT4u_HD%Gxx{zong?PrPq-yH2>I%422>dy>wUAtRK>99XZxbl78)tvj>Kg<-# z8wy{Kvh&%(%oO=HZD!9?{z3ehd27t+BZDlUe;ohJPdZ-3dTn{UJWILy*3p!{D(`6i zm}N7npG=B5kAG&XxIes8R|)(^{?Bf2qb9Am2GF z{))iL|KImKe?#TmKhK`tIc$IVQJ@#~Yj*AWX?oo*@c4)@#5YJ!OkXA6EUC|YzKD4k z{cuvpGIoAim}9Fxe}17Sysv04k;j}{-=8^LI0@&EQJ-S{A0C+q*SV66XAkJDrl}cmE;yf6P}ChIm+VzF1)8%)SZ3 z`3sz{2!lT0_~JeKxAF ztN3>p%Nq)NKsoC7+_v!6f|WQPC){&#R_x(Ru>QsV<__`i@x^j5)Hjvzi!jWO|CGae z2>YjUSpT5D&-KV&wfNu&Sg%m~h#{Xt*w6Crv-65zuZR=6I}LJP?+E(dU(z38&nR#vz~&`29RzQMcCi;`b#8KVNawao`iaUpK##@tHs6=fGc~ zz0MyvOQVhXG_Vh}ula>G!%7eKh4JC{^RGVW(LZktpKs<@J|Cg_K^yi{k)8#QOWu6n z;K}EM1y4iPRNh$)@ z3zqPcFy9{|4El=wE%vV2w>_pB=t2D=4E___CoDz(Pa-V#8C6=lt0$aaq;kJMKYE+B zf;}RAi-Rpa@~lRIzM?)727N_;x46aUX;(`l-e1yiz2kBvYaw5Z?In$M37D|-EUX9c z`=p2%=M^@qVf-ksq-d$`*8M&!uy{8qLuy%8t~TdK(iQ#3t7nP#lW_f?^mS3*iJ9W} zMRB}K^uKlaSltWaF&yubq~h1h{r158i2W`5^lq_&Zw5QxEi7*dUMSP_Or%QRC#!ea znHV9?2cW!@Eu&=BK5PK`a6To>_ZN~!)tax-^@4Z>&*u;ZdXOK4A)dtX5r+1VAIV|5 zy{Z;j@O)Zw`c>WZ0P%ZMNN@6~$36$nRKa)f$1(0>vZ zJ`q0%gTAA@33LCo>ekjTM+_Svo%;5G_GH3wp*TX4SOpyg4N%v898%CAo!o|SRXO`{{fC?4PwrJ!muBS{8*D= zq_D?2k^8r`C(ZUPSS|j4FJ(!4Yd?HH6PB_W>>K5?PT@q2?>7G4qOdOP!0R=#j!+-v zzplJa+F-KyJtx$c^^Plt)GiK!@%@7#o<#bnoaZwbrvEPxHt0{2vd(x7@dwu55b5=0 zO5QBEUyl84SZ#Z}TjLhUhhh7Kx&LA1bRSRHurqi1!{`~XABpx$81xlDA52){r+ zA8nJ3J3Z2@gy$!>8N___+wHi#pe`9>UZDVndFAwj7K4JNGlh28ouf^|~B7KBm{YK?Qp%?BR zo(J+q{onq@_`d=BePI2Gc!&2NpHUu%KpsXCc`%$t=LrZyypH;|v;_BLE;`j*p zu{%xe-uzW6@Lr0pWV{U1eJX+B_tf6*2c8ytrcQ_RnAF~n$fz#W^Z5Dt-7WU#-*su? z{$!8G=nHP|nn3@N-aWou4z^xu0{?*Y5r%jK>Dd!$aq!~Vdhq{Les7#Xed-E$PYcJt z=fQ99$BE-WzUWU0^ZWwC^gfob*S~6joYG3rcZ|;nL;QgLjFp=ZeT0F(sIP>%ezN+E z9}Khot-U8Z8jY`4f$^d|2*dn}z4s$z{JN?7Y50DK*HOO?jX5lseYS%B3C~Db7|_3g=X(z! z2K__%A1YaQe_Q)o;9seJ_1vM}1zp&CA;O{7KHGaOFo5+OmLIkYbN{qsF7O-mm9WwS zYL77JFV$c2);^?aEyVlie-0C#!tjoxdd+?N06oZ$!w>EzA3XOC^kJ~XUKy^X^QsIV zCHXMS&bJW;{vyAR2(v!eb#+wRC5`7t34^|)zA?=5qet?e=qg-)4*6dC{%3mf5UumD z-bZ{?6y{$$aXXxEM0$^!+gC+}q=LQSc#pcs-w1zK5A!qnkE2_J+(|)WLEowT#x8k} zL&IS`hx|K=7|N+V#4ukWzm92Z?tACi7x>vz!Vkj0Po$q=mTzYDv&dcu^ZX6N^xn9@ zzCTLiW988dw_kg8amXFWuOofO+}%>|gs8!Nh&ZGNG0>0tl==SN$1}T5fxYAS3A6jc z!tov&>UM*~`BwB-gn=K(pW{6*_V1u!3HFKc%W=1c2;HOx8FpXi_^2oKE8+)0e2(%s zULMx4>-P~je~90oa4Xkb{P8kBuTPls|HP;Zv-;Z(0{ue!Cd~acD`)Zki2_Hsw|gj6}YkYWrP#88i7x$tRa7jcYXKtJ-Eu#omImfk}8!MNFx>z7#!$ZACd~CUt7ePR z(<}2JK0y9ueI7O>>evy8|8cz8`m^%JOcl@nNKdx6O55jpuKfG#_?yj}62$kvalF|F z`gE4MF5WLf{mpLCdZaY8kJ1IgCp)w#NWG~B{$qO#vwY0S<;QY%H2vcHIj4*(&)SA9 zgLne<{q(LS2lQUPg!kmoeopVsK39=>3C4%?pFWl3^uQw!;stC!=kV~rnY*X(`61_< zX}kBYB4Is&`jhk1X6+YU@&6&=_qm$+>E#74L0>RF&9$tlel=_l#6ws=H%R?;VZHc# zJ+_}4s%@5esF|OS%-#EEy>dzb*nfn?J_t*#CHfg2PV^Iod>HkAw50p4C@0N&spm!b=$6G z!+HeyeYW@X_~N%6;Jzj5=hcd?h2wMbnRBcz z%z}Ic##@9%Y=8Eg!A{fMSK|CG_J3~Cm3ezphC=(Of9DRKnl-t%_`V9pw+z$&fe3`b zUT{3;&i9&7*`US!&AHEeofot*0D7o@!p#3tIs3mC;e4;4Jw-vX{JzzBf4NW6@k61# zB@+1&hH|tQ!myu@^b&@60OL2p{5}T5?0n$)JD)=jeT|0p>HB-#?5p)QK|J~f`yr=log&@*AkHc?Xgnc|UjN_DdM_5&4&Q z?6ii{gnZ#G!|&q`sef4q{h@p=43W2b^5Zx7U(}BanZF)9Gb#mpMgPPw%cl~Cd@t(9 zh2sH9Yvx)({(#yeJc^b7XxH?mO({PQbfLxfoz%6h|LY$y{J$@LpRbeD5S|h#qe!?w zqx03;9^W9pgX1Z1R@Kn%Ujygius&ga9)Mvl>c7A*!(4XjRJhN8<147&daTQ{D}27Y zq#d&MnC4YsFSUQEyH)al4NY)=1N*x)K zU#wqf(n&IxbgLGVYbIgFXe6g{Agj3LE!c^(U9*jkmyHI*a;K& zV;w=ivAv?JOOD$1SgzE8+AI1Luq&YJN%r22Ko}MW=npSjw>>E`o)7wm{a;RWt!sDj z59iP26;EYOkCTD;6yrO>TwfSw`ErKYebCFF&Gbs74#Rj+KZ~{dYI&^=f%pddFE(%d zmg&(A=*M`0F!#^JQ*$4btMdOl7m632?(pBm?%dvsKboW(46fzzM{(oH^6*ueU=L_d zC2pg72g`f&_DUA!@0oLMJzpr%) z)MG%~=lA6K`J}5dDIW&U+06YRVdxL}d3D~zIak(dL49Y5ya>a5i~Ea&fqwLFS3e$2 z*Y~!Dc&01XM-1g?UsMj>0qMD}qdn8mcmt0g2*dq+cm&aq* z3$K1LDGmU6V0qb`J~9snRrCDA4Vww;j-Bod{6>FxBX8Y9lMM0sG@PGqlwJRLD@&T| z%gx_AKRR4B1${>SV0b;zOPJgHt<|ThOuLVU{%|~mVLgcazunWT&C<@B`Fgb6qoMY| zuPIO;RdX%y1IK&s-K!0M=62)x z=?XKebdNdGJl-M<`i}iq1U1DN_3I7%b&=3V7|zGx`hsD0o}^;YkU_2yR-j+#?<+Q} zn%)2AN`d7ME7h~@5?(!%JxS;334^|2e!Nnm|*P(nqW%xbun_;#dtz7iHXl#Wo z@E7Gz82mNnTkb0@^qVCkK0kotxj(_W6=7!hFB&;R2J1&Dm9;9~jR(66Jc&dFRjb-;eAD&nnCp`&Z=8qlpjh z?~CwKG^hR^ckK7RY;F>)zs)4_WOyQ#R}FRh*+zX6#QT_kBnD zsrzI5j^X-RvvbD2mfaO#U&kc<6NY#n>1E~Y{&G#;QN#1~?;&2G^1_U9tF=sF{}t`4 z=K43KT*ITlA5&}(G31j`{;Zs>=WFUkkA%e|z}|>n!Yux-ZF95kyKW16&s(VV8rMTA z^e)8D*nh2We(+717Vxjg|Ju@)eNtZ6+5a60wQoWTbjr>`e1-AitM=BJsj=dG6wXJ4 z!9U=9Nf_oIY>$<*`(m$x>fe?RXn^mL|F2f7TzX?Oil0Y$wJ|qHVc}!o=V8hC8GcXl zWjK`L3&MPVgJE``?A6!#o+%Sz8`q;p!}<=_8?TM-x2x@C3HCBXQvdZZg;VWJ zm%{qJ>Te9|-?e{Z@b6vz#t=W@`k1~4dqDrkurKK|!|XgcVSb*HFub3E`a&4y50oFn z!K81mSNbSM>>dUA3>@FDgkQ!Xnb$_&yC% zfgbFim9zQf-6W%{j&}_v2+(>0eVOgFi)k`S_o%*3zY)p+6k|Cv#Jc$-x0|-vs&d zX~n%6x0I*wc=6NI;GgF<7IS?e4Dk=r+aTYr@kV7g$gd&48x$TFE*Wp2_MYO;2E7Sk z@`qZ0e`sF~iGA+$4#)@pg7kkL-}cLx+-3YdozD-vLK+{1@%@1>MrEfP3=lda zb8Hsy8^`z6J-^JdTOP=p@R%NR>g?lT{zQBFdRDnZTv9kc-}SZfke1!AD)6t^{x{h- z?QQlKLjHuXZoghxhTCBN#(4T0V(@o3KYxpTW7m1W9q^w>@3$4|ORW2N!Fmb#_pQD% zKWp|<&@Ytd_g$YA`)m=Px5M_o?~a=AU-(bR_agtl7k0Kw3cJeJGmQ>Y&KIvYt;=K9oRdS-X>eOZ{_OeFS17}i^8Z-ikzg5zzn)7ZG@h4}wWu>YpftJED2^?>;r z$J;b*+xuS!B0)YFPd2SHEArLq4f=`vY1-aJFU`G3ZYufnrnlaM0&f&S|I(8Fe-5xT z`SjHY_>1!US?nCPeuVh_A{^h(Kl#CZRxSdJ@+K@-N9{Ma*}d&pjti8dJv4_KCN>TJ z-}#N^g(fDQ5AKHkke=qBgNChmwwsTy#r*KOW%gb$|Ka!ugFO+RU9JB{+l_zUvi#Aa zYE|+3pHz+*<_p5x+jU6!ewm+#Z+SY`{p`aSh%b>}EiV(C)qXp}c)Li(-%@+zK-f?P z=nv&Z80-PZ+w!C1f{+*c`1t|CJRbZdAK|fl#{bS^w~n_nU%%%9_;>uCF!)#Ozjf)1 zr#rt-wn8S>*nng)P9ma{I^N2`qTA^kiSNL z{dj^9yysirHO&y&boBqcw+L3NV& zzOQ8eh+($gWSFh@L{gd;?6&RoWczmvv-Jx6jkL6n)R`F2Pl-J<%;sB$!CocwG7R)f z=o3kGACalFap)rU!H3WzRU6rBB|1a8MdVfFdm6K zMA8TDo_cj70qk9}o@1EJ_ad1AkT5 zWeh_;3j1T<(|b*xL1^Gc3=$GU>c=uhK_99uYGYs!lNc4$e zkO%UE>Vv)F_(XHeeEcWY^q{^d z+&*|B{em^fTVih_MWuw1IUg^<|3594$V;)ha+t%6IJO@qQj*!Y|L6koeQIn^$@8k; z&dHWsf0Y(Qdv~|k0s9@OpGuo7MOLvdAfG6iuSA5Qf8-xw7Vn6Z_WpU>K5HynPm7dJ zj9vJtK>YqD(yOdf(ZTmxiCkN$qZ0a*ZMxW(b=wT_kz{{Gr0jb*^UH)~YFluAU>M|y z^eQiMtFXxzDgPk;C?D>;NPkE)@Lw{YhzPTMx=8u-()AZ=)0jVJnB^Zu%FlhDt$1?< z?#m&+RmSMdaFG)KUoz6GGPhckIb|sO|80@Vy(4-{2V8*jB3Q2Kf6-dyvG~0)>|gcn zg;=k-;{P*3dR1FoJ6~JyRl)dQ4DF-;QIngxXLr^tMq?pKCiP0Q3dFCk*A- zK4F+Y2=CfDZ=j1B_;=(_o11rMZP<7k{0+9(R#+co-0H^WFHu|Pk=qX6yAATj`h+1K z#QGY&dp>R*?Fj29Y`>k>-jk(dz_a4${6N%D} zcKJ4}KT)3vbAQG#o3FG-Tc>rG7N0lA@oB$*k$j}(1;h)I_(;^=-R??@)?C;xMgOW3 zP>}d-x;O9(`_q|grhl*W1UtVV(n)F3e;?!l<41kbDfMWa*GCon6OOOL%+xHE)z)%9 zX#5>2FAk4hupi`w{zG@v?sJK<@!bA&ms_k-t%(Nuu|3`5Tc_T{zmnCW{yWxXe_b#C z3%*BxucvG7`^`HC=*Rkc=AyF32jc&0B77z8zms3xU_FlG)2nw{moX$xKAgtiY0SPp z+B=?e|Jm7ewx{9XEzrJXJtpd$-)qOoK0jdo#_==Uk=pNEl;Wa1{x;}0&ToW4pOJrr zfqy6;{iIi8nulb9ypTS^e16xz@m95V^+R|s5&738q4Cll)lM)z{GKp-A4g=+AxH6N zoE_NPAc_7l`~>rhynH*2hm})4mX&k=+cj=|uZgqmAs>(Qb$$OxURu5p@+*XY`lmJ~ z&0_0gQ8%~Kk3Bn0hVf&0w;fW8XF>E>~Ax#%t7W(zesPPO$S2BBP|P8{Tbbg!MD>-{|G--&31!LVSVt#qdFrud(Ba z{T5?Su>7RRc=n!~FLu0!{2cag96#Zg+w?7bJ~qxN8MNK`6t{2VOI-(rPF)B2Bjmq{ z$3_*C-Q^0V)W1oj^v02^^5H!Slm}sMk0uwtUtefe0{VygK$!b$!rcE6hW$9?pXrv4 zfhQ_f^LWVg{&APh>CfOi6PBCFivDO_zX$qAIPS=*+KqFS&J(>o`n!K`*3XCWqkrmg zWSQr|{5CLuVLa8N^3IF}-@M`f$ng7~^*{Wwhm?c=m%P6rV)!8DM;Hcr@Ovuf{)sTW z_kiu0>ooklW*)-w!6Ngih5FYHs)M|cpXLW!e3#D~Do6KSMdnxDx15i1f&S6n2y=cC zX89jhAL1+O@2+Xd6x9_9-$>sq_Lk0{ey@O?PZe2|tUOk=Wdg*jSl^;{ao~KVDi{ya zWAUZP)Z9=X<{M9m{Sb!t&3gZhVg9!G8^itp%AeJ*BK@*79HKGg*$%K*2p79;`l{zY?+f zv>(PW*c*uBjlg$LB)r94fA2YhT6+?T0h2V2hdOD)sye-$QcR$C-E<4_HWm*^ks$m zIG`WP?V@v^EE;FR@~tAfy=J-NA`kNQfnCPP_&q`OTwZoZ+^kPl{Dkk(|JdD$_e|In z5B?hIvHST=CD7qGv?tjw5)p>=F3#_LHM+f;*~b**hw~A`Y`$Wc_8&!kb9eY#4qV3l z8N)2z@0+JpD7vc7^^Gv_8~N8yb;8|Y-)3?B?Prqua-Z>JIDd-#?`L6eG}1wQAI?vr zPyHNj+q8+_ETZ@IMg1zfI6c~$t~iqP(|*qGwo{^Y;5;0*-`_{cc(_tC_rLx9cd4$~ zJ`4O4l|L!IiYTa z!_nOel%EngFO!+8_!uIc{#(cw#+eun9MnTRmhH;#9pU8ZwqV?EG+w1I}0mr-duMm)>{`@#NQHr|uE_+dTxFUkIdh~ekdzf10erH1-XA)kf(aj8H5 zvLwhxG?@Bx?U2&)C9*HX6O!{wBEn$&*gj$9AFTc^&tVPMa=AUYxf-N;P28r+@+*Yl z|D3Tuw_h)tQl8!e`Cxv5VLHz&BFz2uAgMlS!)C~Ve35^HdLQdyWb6;`fB%cmlY9m} z);nYIs|fDfBfWzaEh={u_5uDA4$eE@uGt#w1J@6O5rh1Zp215NhHig47uM6LUxU+r zj_=MMVo&ZG z>j$sjoCEU%(oY!ZLI3I=Uyu+vYzq5-0Fit0K5Sf6jPb`=d_6xb zyj0mTYYzBBw7+5Xu?yvXorCoy`U7v3%{?;@WX<&>zK;{T(T+&^I$$}wL|<*@!neHrfLy1aB$I?oRcPpyl2 z)>_5h*A@|m@uIwjf3Nu1tMn(^j}VOrdZSYD%^diL{25U+!RkMobFe>${3i_SDg1s! zvv29gg*Ui=Bn;~>)E{4+S6UBB7APpwcztcMW1AdwK>v}SzAG6B4&~Z)gReZi3>1T1jf8Ai< zpOwU(33Gn=M>%ybU;7R81Lu3f;LlKh2!sA({|vMBy#Et}Xv5A15HF)Y2$=NYid}^l z+&4ga0=~+?)9yq);P>a+MWxc)+AM2ju7kNQNI?O%!rgFi-k zL%R8$l0LZs>X-$buCgXN>X#x5v6?hf~>Q9l`G`EQ0J$lgYeIIcC`a}>xM`zH+gg!VW_ zs`HK)J;eDXY=3Nzl{a6lQ-pZLSVBKx$e-hW8!M;tc_M~mh(CnkzA^HPFt`7)<28MB zvqyq|MtvMx>SY_&(+c>7^~VJog!Q`IA28-;#}&@6pU~t2`#nYydI-aOg!2=_EFVZ1 z<{N77mg2DEqXYkke`x2;$v?pDZM^;Hm-4wiA-+a=GR*Rw43`kU#s_K4n$|K5>;>(O zFzC}i80Lq6Fs!%He~n)=Tqb*tIn3WkA7Plk5QmO0(~t`v&f|m7c{xoxZuDaBiHJha z?el*3Lj3;}D8JBpT{YK-CE#yNB>W)^KDA9g!D~}&_B6) z#t-)YzoLnso4cmS9^?8rX@1k3{NY6qpX2;V803%bPoDQ?%7(46Kp(b0xqj@9H(@7W zzC`{KX8X;eu-G#xrLslfe|kyyK^Wv^_%{Z5q5iP)8rokW4D!SN2y^*`?fucBleQQ3 zQ&4}yhg2S_?5-zoNc9Qx^;(3A$S_i)J+z1RM;QDW&d;peklKrgn7y~lwP0Zh@h{?% z>;0B@?I7OA{-y-2a@}7m5BcRTlJO7*eqg?lVLxi0)gM9aO}V_abj6ht;6L&=(xl{S zS?}dApW%2T-AXim)$2igAi4i0A`I~X@;h?h@*Mq*E4h6}9$7jw;IRrj?;@J&ldxg6 zQ4{C~>N8>9{?x;TH&)*j|33rTH(`k1asG%h+dHJ7F%{0kp?@O`?~|ZDMGgI2vi?&m z*fZh%RW6+!lb}5p2|uC`gZxpSqesV{)?1$l{tWle7^e5IMA6gJ4m{YrMv2~E5JeYO zm>87L;p;)d5P#r&9^D`nk)ijVmrrZkMJrGC2GE22BnIKVQhfxkH469)aF`cxiD^i6ARzFg8Qz7K=t(_hS0nk%9H5^VyJ{WSH`bq-xpV$?n<{pHPc-xVfJW(M&%i&Rzak9s zMt?c;NlcjLZygyr-y@n?^V`&XmOh*pM0=PeUtPat(LA7!aId=aF{yg6ABFwRBK(BP zXCF}6pLRGO@_nd3G5$qcqH^^4d=!(El__U z`o}Qc_ZJa{cpdFy&aqRkQ2mgzCyfCNP`KA1%l>(h- z7ZFx9C;7!X)y68We=Q$C-!nXw>@PNLSDlr!_&q6L{+6F*R7 zF*9Nx-*1i|Q8)dM%T>PKi%%(1wK}AvPXD(kihtMY)=6g%tS8W(<|Z9|(cdiq*54?< zgzSbJhh@IO{@*~!_!DxirGAdrhW8DqyfS@beaAeQA55?uG0>0xA%V(Seqf&dlI@SCzBMVcucTUz8tVh^J7#^P@8(0`|>;_D~*#+5Jrs zVZMJf|LLASPSVTy{`UOey0bI8i1W$VKVh&B)Q<(>a}Q`X3Dv=LiSpQ1imlQF)kNg{9uwSH)FweIT=K0P=hG7P#eXhcN1EhaZvbX2;Y3+FY zxad#JsGFkcz;EQ=Vl{{I1y`+MK12E!+t)Tft~$lf#}Nj7#rBePoBCQ$Ph{_Niju4{ z^0F%*v;W&<82Cl?{pF>nT^z&LPf0sJZy7r|5A>JH4@R$c@T}qSLlR<$AJD%uyq)Zc zFtm^KCLOn5W@&s2;zNvAk_sy)^xmrl{tf-%lGp^-6;sxMKg9WMNlw^~^eIEYKJfdc z4v*X~+$aYAVSGXu&J&{j5r+L=l=rfUZ=IUrb3tB6|8k{*xU73GLI1FPdE$&0J-3P9 z*G72}hW%oU2MF_cj4;ptE>ACz`)E`K@jS{WdC zKA#emqKHV#h>Eha2?-@7N;HJB%g8F57D7r=ip-P>*_9}%WRwx1GLkYHR_b>?pL6d0 z^854sy6fDt?z!jQ=RPkZ^?&gAYlq)7xm;J{)>Tx0XXmlK+uwP?zPFZV_z3Z1=d2mw z=7Y5O{)aH|2m9Z7>CpVOUkiXfoIhcBkBso=ZCxtQC&76K)&CY>dPt`Wdk;{4m%dHA z1l5Cz+El)4>{5rXUg_MvcP+T?)G2Qu=mYk*YpL^zv|;T*{wP1f5Fh+g4)P{^ym#T7 zkgMDu?0WNOUHtz z`v^GSKp*#sjp?i97n3{*3uj560$(m){_x&q@J~o@(3i}NgTXI>->6@~J4P)yTILM& znM>@SFxWHh?+L?tkN%utc3+5LwmyV}TiN;iX@KPTD%)VY`i>4>(`KuwJ3P>{+I3bm8_lIB&!Hd$qpX zzkm3X=WF&3yqVE@?ql%RSby)SHy@5??&bb!@5O7wOM3dkeG&BEgh3xL9$=W|PgwoW zBu~O1AM_WjKD*BswnVY-)!fIhzHgSuldz1fl=DBhlp35$5wJ%=yde zKO%lG%zb^itFwz@#UD__QV0!-4u9#LKg zl{20j_Ob_iLir!Gx@VkXAH(-ggh79)++I{$(5kyqTaxEN#L9K7zr{Pw&py`<_S-oA zLBw2N2}6H0exO?Bo{bw|zmD}IqzenvLe;>3;`}2N4zvWA?*)HD<$W9D)z$ZK{zo8& z`%_fzJiq$Ba~+?5#BulZo}I+}#PK2?%+Z@){1M)R!u2O|nzohkZ2sPxe5AwaLajO{ z;1Bjkn6C$itUnHW8S_KfN&Ov)^lv@%_5hy0K2+H5c-kgu9`8i0P_?Vt>j3<~c$hG( zhv>fu!+bEm!|KnX@uSwp{wOle1A5SY4$B`msDGf&_dAC@MTJ?~^ZqN}uCn(@lY^*) z=sTP=!{>CU65qcZ&Yda!#6kQ%I@%Xu$mb)!3B&qE<57LK|E6-jUp{=l>8;||AAJ01 zxo6pdPa2e1z9-tT`{LZ`FTo!n|D(NJ*Us5@0oH5W-!aVYgG8Tr{MdK)3$O>|4`J9p zBRvc=`-;AH+S0A@H_(s!wIgzowpod1xxYD5l-Lhpm_PbcR!-mR$;aqw zJLcH@g8d?n$8hDpnA>kmcg1KsWAXpjQC|rES8nXF*{;l+uir5{Ow0S#=7Rkqzhk#f z($$N$fcG)6eQe2(WSQBn5RYQMhv7H0J~GVg`{>@2_g^j%zc-HgI>HeDpg)Og6>)P$ z(?!rn2g&>igFfK+4Ac9_@(i={nm8MWZM`$Z|2snd#;x8^C(ILgd=~dMZ@|{!jtaU& zfBbm!wIi?H2YI2q!7dV=xJ@#8n!*105te&hO=&|A0gc8DX`AI>kqF46Z!sshXx<6**3PW7q$5sgpf zFkhU1g8j-iTAqaBTp4RtB`~L58!-HWo;YQTrmp9M|~sA^VO%Cp5Ko+na=O0 zoVJ^vWZNmO^+)12!^~fvk>2_^_w{3lr?G#+JRT>^?^mAb{I#$-FB#^G=WB!&SJVEI zFu#9%Mn5BHmS21Jzh?O}CMQQ73kn2((MO`+gdv_a_#182kn57h#C6kRDc_`L`sY&))t+Izm1i^_Su3e=+D2%Ad;N{Ym6M zVZI+>bGLLJ?=7T5#Y8)4`l^)1P%C~If$Fvx$SKS(NG*){Bu z4)`A|Pu{rh_v(JFdHz57OvQE&r5jwI&JV27mF~Np?|09qxI1JU^S3)-SBw`zY+M zP<{-v{n~|DqjXv|CWAb%{KC@ZGJZDV`*g@J!azUve<5zGo!&ZM9^YNKS(d)FNPM1v z^JDk``M--jojx5FKEZwl_4CqP+ri&^dGPiA(jsZ|mYdsQzNjDRt@7Uo4O<2AI?g{` z>+G>v7rH=vMtIobu8vtJK%OYy^v4>Wo=iR+o_B%M;Jt0r z6%&v@VTbhC#X%cnwefvL`Kxn=K04b_4*bUc8SX&xy}CYWd)%sPu)bjXYrEan?!S5s z^bh$*81{2iUUaNo$J>E?y}r>isl(0-Gl3rTKQ~;Qmnt;$=kdvn%)6V+cNDiVpz&_J ze!FoBykDP2{oQEslo_-B2k29XgujI4;>mv#hWH!##p<)~`3S>$j{b?&XXgz!cdl5j z^Jg1B-?+K=UErDIvz%WU{c~?;8TqNu{}1IeR;YYGF-!a&70N5)j8grL756}2aQ+!r zW_(MzcS+$bm1l0wc%gSQ9r)W#LO)^Hk6`?rdCDiy`lti&2l-E!uOEcj|5)U+X68hk zKKc#l#qqKN_jlZ8t^ocM*K@*rf0DKP+j)bptGPX9mFiV)D@lg=N#2u?Ck*}o<6nm3 z$o?6wrup3Jv9V_B)7{V>`F*RGW%$X+EiixN$F08mYugOj0{3B%zFQO9n!N8(2lde( z+zJY}j5#KLpA7vGVI_7xlC5pA?^vUys4w-Oy>YWk_USnA|5%?e_gC55x}K9MzRc}4 z`{{kJ@BJIOeh~)yNBXkAy9~7vrNH-8NdN8QV{;Xf-9bL+?+AlDa6H2D4m2NDpRJd7 zmImm!D2x3U&NpX5xw=uxM(__f-&}*h%?}LQar?=Qu724#LRxk@$^WiFVCwzXzj%J= z?o#b)YYv#*=NEiWg8VD6tZ4UggCh8A%y$(WG8#MnO9=RX)c1n> z>!W*XKLme)?Fqwq49bTvj~@#flvm#9_LIHGCSNH3YD4vdHn3jec!d{&Oc%MEgFYj@ z_nmEyPq}6W@#;W{{V{w%N*{6B{!zPUyO+pgZ*N>q?|Cwr}y6&)?>WS zOXU!668`nm{<4%l&ttPK2bUB-%-CFgnz3`s5l7v zj{BDf?^~|E)vyEo!}$<~^$*t{!jRv@@mYO#UijckP_J4)Zyv8abPow=nR=DyQy6CX z@ke_bUkS7HAfCkh8DX#=q~}rkSKE}GRS<6>y^mTZPwr~k1N;-(-{X3pX??$m|5t$W zE!NU~yFhg}+%LoW#Rg+j7hi~n{1TOK8Rk9k+9HUD(SH}GdRr*{5dZH1FfCZ@#ph@?lNku)`l%y|DK;T@k!0f1%6}v z{5*ACpC?i+V1FpT(x9*_1BOKKc<|+sal0Ssj|2W8Kg;G#oVMBN3isb-K0a-7ilSgV z)X%anBA>^~jXYi_%;!TG?o;D_?^WX~wR3S};d`%f68mMi zGws(1bN~2S>+5H`$>R6Ikw33@IM~0vIvo5P^6!m82c3Ccec`+t$7eW^;?p-BwAW@d z#&G?8v$g2LfT805-(mgoE~k=De6ND@RP4WE%)2yoqwny&Ag(_ZF8$4Wj?dudKNVLK zFDrO{2KiF?ouk{H?C-$sr&7b~V5a6dI6oUNnIB=uZ{qwbyQT}{&pLqo(LM+RJ(!PU zs;=xTz8{9|-=F*5rTLKs ztjCByY{_1>?aB;@?o>~dQ%QEWX4lK`{as%P zKN$9+{7a33oWt6q_h5g4_En>BdA`wNMc@z0rzSV8!N&C)tQR<5ZQw!sPJTPUo=qkF z)uxk-53KK^H013TFX>$txqtiZmnV&(cIpDzb|_HMQD zl9nZUz9d;1D65Z#{Wy+C81921y{w$Y^Iy%Mf0pl}#?R-!x+^|7(Ap8=apcd}?Tx1Q zj^~5DApZyh{m6g9B2Vg{VRj$jYtF5+yMiwY4@rJs@7BJ)^} z#Ih^pVQH{FBK>u%mVS9<=>_(R{I1($eCydSasH9&e^cFhXTUW+zk0{g(?8bR!2KVb zUqfi-E49E~u%E{M8s#ou^p0}k=dXleJnX+QYs4Qn^*22J`#y2E$LOtju-;<6lrY2( zD39-DeTH`nbB6mKgj;$91{++0^#{lM;puE{(UJk@Lx_K_?`geY>?Bx^7EAa^80zEs zC}FT~^xv#JjPAn_2LF%#jWE!Q`b-%7@jv6ic>wx{U%j4P$nnYp|BU+cE5z!I&$b1? zPhSZ=gn{1}Pci(6^y9bn{w^jBhxvN;+jgsE=WinRe?Q{?K!`|1|#)3aX{b|`YG_<|bb{@a9 zl;2ls_ecZ!lh7|n_3JTwZovZ<&j?amV`q$6KM&+3X)j2H-8PFK_zd(}(!U_BJw435 z!*KA|lJOaa`~udO*6TiUr~f06pJe|b5C(op?3rQcU&2p@VSS?ZFWwehn8g1lA;?VJ zS-UH$8OFo$Wd|zs88kBu`j_}`L3Z59Y3G#!Ab*VX$j)*Zo-ow_;(v+16Bzbo<=*bv zKIUPd?>L_9o@u#V&e{UMksjIK&nao!r;wPM+@U*V%a1UpYC-PI2y0Ocji^m}z z#`dBozFIr$KEiq=@kfF}{?@|0==R_*k$;LhOEjW&z2SQu>`!sis+$L-{h5Ce2!s7& ze~NKqwgvAW0sNBKufQ;!?+dMV-pp}a?*Q^`Bi3h*>3bcaRh&n~31@S7AC1Zp!+mO` zpUPoBh5TrhHa>jD-X^IGqOVnLr@PV?)olMGwEC{CH-6R|u766Q2DgiQt>f*LF0CK8 zyxfV!`+`!z64(Xv~Bo{^VYcnzZjaSNh&fhlaa}ADoi{B?ldI-aK z$WP^QtrQ-O=m-8*vc3q)SL(OFs_zcx2a@w2L8bMTv@`X3@ZL7+6JfT0V&$Mus2?gp z&ot-0*$euC_M-Cc!UP4Q9-v>yf7RCYwkol^K;Ects#?+B`1CqHZ&>k9i%v`4})KI$9c|N6uFY(L7{v;CoY*Qny&ZXn(53sXs&q z#NXc#J&5J#{7O(Qt+8+JU<>n+_)DR!)=#sX$mvjD;x8End+Z_6&$hGwsA)F;0e>sW zmk5NpJuyu0Z3=4JtG8LNkY(o=48!`3@==#LdPu)>U${SRAnBhl_jiP0{X%{a=Ju$b zJm`h{l??F5$UpVM#!cM@Sb@EveY6{K=wf|AdssiZN%|)Y`hxn{ZcNS2BV+c%eu3&Q z^Sxx1mJ9Za^KD1imiWUkeg7d426|Cn+g%SR2){5wA(H5ASG?LjWmhj4PqO|Bgkk+e zc@T#0#n4{bmC9PyT@~khkw5Lqiykj@Xkz(%q5Ydf{>t0M|3}068gq)@E?uYu^-;ey z?%1WBk1GLtM*Gkx$xrk0JOlMdNanBcx`Xn1(^wYI3WPyFss3-D%%Z}!TwgS`5}mHc zh-77HKAJr>U&{*Fpugyk2}A$r9|*(!mVa?I_1_`*={EmWWo-QwIz%3_Qa64A=f$Y6 z9g;UrnKsFs>vxAQlh3%6euQ`u=hxBmr1_!N4)8s-+l{Jw)1g>IjQkv{cZMYU3r|H}vr7n1yR$K2}j`?5CZ7mlyn^l(7Og!ZBrWM6tK ztFu!Mjsbb0{^$iAs}((83+o-uNAFpR;n7L+T6LrL`p0&hUTM1<;vp>8ubJ5O{D}az zpA!svo*a5{NHUCv{2|QtAA*5z@QsV6?-c3%K*7*LDM{{|JoqE5Z#d=k&7qeMfjlMo zOTp0juBc~5B-bxPSGV%z+l=Jt`%b}dVdwUFFBZwnB>D|Eh1tz)dC2vTFxWfNOBm#d z{9yId7(V;Z)+}!ltPeyFV#Ot---c99=j(#ut9>?}&bqK(qy8Hk6lqbW%)SfWgPYXS+eqC0z;uY9CuGfS?KXE=it$(KmcliqY z8AFM`Aq@P-^^!2#9|}EPj|CsQ8_VsXSKs89VXF^8{a%vxgn{4Kf3HfZ+Pf1^0=+mt zqw|fq3DsMGe;7{?27cjqgn?e1U+>}e|PH30q1Kv_FH)QfGXgxp@hGL;r(~)pD?U{)IRh{ z!tL)vxj!^T%+CJ=hUt7kFpW;1c;UP&tS6|iritz1KicmDd7=L%4Dv^M`dQiz&dk5W z?mr9te64ElT8Q8CMtb^PYW;S~F7fv=(J&5U8=QY; zfu@(Q&ut6iqdu4=OP_nYxfT461>-xy&_D8%mG>d~%+Bk!df?~_@db`&94)_nihf60YCMetVVu9>RF2e}o|(MR^Upn=qfKGJ<=t_1 z{wfgW>))W~4}#jY9>n9dA@i%I*{S(@@-!3l2l-*4qh4aV*ctQ__03{*kD(vj7f2-$KL|tq9ot*j-#NeK z(=dqt2>Xt|wsYq)K7Wf#u@(91BVc|=pGD4tS<;r`{WR*+u))(u2c?M1aeW+i!zDN1 zz+S!|ANFwLqyBP>VE&SPv_Kg4FDQ@UQ%?_7OBJ7op!|lrq)rSCn+W+;oIk@uX#C;s zyJc^-7|PK17sBw5kpEdFeor6Uk66}4w`PYRL*M5MBX*37o4evD*gKUY2Kyu2GI!fr z`@XQgqWni7hWHuvXQcYeqS?zjfq%yOBgc114Ng&j{RPrbnA1PfCo<%*@_X>t$ghzr zH$?fo8pY1rgi#~D$xK@42>VCuZzmLGpdN zF#6kR|3{IV;XMo-e~fI?&v$*#z<8)HV}#vHP3v31ev-;3?78gtBnbR7%5O}JW19_^ z;siPm7RIC->8`9*2L4j}x`4wjQ@Q{@aQ`*t_m{k3>w>}GqkkgI zfq%%~2|Mm9S(P5*`Zu9qjehs1U%35Glxdt}+*6#dLw;FxkK7jXJ%D{5BUpL-T-0qs z8(1%pzg7=>9ZT)y*ZK|3&+6xjET>XUzTQq+rZIlhv>w1uw5LhSTj|Qr7XQBz^_wun zC&+K>)^?w-C8@%FDlE6w?V7tjU?-oC^<4SE>Kd9n{m_0E50djffiSyoC0G|53|4O?eoYSNOBn83qI?N+eP#9Y7`@n@$LFlRHR1Xd^xqu ziEXuUi^UPhkDrfT!8k- zAHqDpWv@4E{$qV77$3_C%hUZ~!G6TdYs!m@xINhyEt9s-IRgEmKeDepW4FuvBb*-~ zJu@cH^_(^5Jg0A_hSs|41N=cgIG>qCKF|B;&4=%uaJ*SLkM3)}GgC>Fk(|E>grR+^ zg#UygKXu}74Ds2hzcJWrzkjede$UAI1OA|YVg1qlHdYS)^&fiR`^bMV_g{?OG@1`# z(081_)9{AtZRZRGeZqXF)2HbnnhTEueQ00KeTMHl__G6FkDM2U&h57=0P-a$zuD7o zs6DuQT!!us3bWVsNt(FA8veI}^vvFr*?4V=_y0r-=WzMDtlK8HwP_Y$^ml~8e<1xX4YH4BH#tDQ7{_yIIX!2Fkp|c+;yF8q zYJQR{hx1poAHrbYXwQTpe}U`W+#c2Hry_Ou_zcs1JAp9h2afN0qv*8OxSudS#yhSz zSIQ6W)gJU2$9MgZ=@x!Ak?RLx;O|z6{0W0Rru>aTKPUf<;d@()zcI)k{V%nL_z&~> zY`oLNZ#JGc`G1DlevUBc8}i?^`t6h*J@Vl`A@zqC)-#;1+X6M?lQkCbe>kk~-sRqm z??XHw-+}XWKN{@6;r17h59$xY^uJ%hV_}GAVrTLFTCDG}cGH};vwOh$g7P2?>lOCz z5tR@X9P>lwkY1r={)D9uwB7VKmWr19_BWPoC%fuzEHzE$*grTy2KABkA0}P!ce!k5 zY1|)DIjk?<|CGi>G>6j(h6SYSS`4KFiH~Uv+gGL1SODy-aDnEYbfHq%`JRLeY^fGjW{&4;b z)A_XE8T#C4?E3=l|L4p1e;u((>`$@3`FgkJE=#L`^#tcL-(vPi^I>(M&p7`4k$Q%r z{_23K{wVp6v#%_J^#i^C~zt zeDC7LDv8oaAH&{Kbyy$E!Ct-o#^BF;{Efk%WB#4BXYm(duxI2CVeXF!!}ryw->f}5 zzwmms^U0T|iE=Do=2gGl_+5urz<=BydTU(V-re^K%n#!^hJ9!}!aN=!4D(0+u=>Zz ze|v9Se7>uJINy)_@IDyuB5GI!#GCq(`7%uRRRzMJUnoEC=nK}rlrlly=wBJ8|0f89 z`Fi7>KR#CKiWi*k6a9#R-^ed2hy5VZyQo*+l0|2R%C?gkBB6({OsRCs-&i(WI{I%c z#7j%=ZwaivtyI(B<>24D{e$y}o<&A$SNFbiO2p2C7Y+UNpw*Q_zz?ElWyjBVqZdJb zALX~`cHX5mH*H{kgsaSB?4+VpR#N@N{-d*EWwSwlG5%Qm{(bn>nO~tl#7kth`i&kb z{+|H0Uoy1Ef;O6YJpNlUx9=n4+@(M-@^{HPt(yxjwg>y6`iK=-zHCXX%F(yUQ`!5X z!qWEbR-BCN$No>sF!&FY-_q`xa!)qAgzpQG|4Y3}GG(UJLcSaQKVirp;CKwP^?&KD zezr%P%V0f1{bZQlYZ4e{=b1}Cv|3_q_e1e2jkiq7yZVP(fA&9QVOhi!y@c9>{QP{` zg^K*tpcc>%^dE#F{>FHPF!(o&4_JNr|EIvp8Gn~68|41lupaKaAU_EMKd}9B-^*K1 zb{hce9qK1xDE|jbBa^F0iv%N#Q!1uC*>zuE( zyj&_@K4qC%+3o}^=K+S)F6KUxwoYM)id@TEDsnD`97q7 zb-;u77AoC=zu5ok%fr_U!tNB0 ztr^{U=0^V|Jb$rfyyc#gVdC#8kzT?uA6y>@1HX_yhV_WPHIt+E1eP7)`&U1OP3KO= z?STF;UqKl9!~O|FeU!J~dxhw#>8?DUUfXGyQ%OMv#BVr%!l3VHpKA+8o=NHb7~;(g z$@~aI{D9|2gh8Gdf3o^?zgZy6^M?%Yr~cQqNs^zbVgdGx;}M4S0^|F2gQG&tJPScT zaenJ2SdHpwyb0C|sy{s>xMN8j$QSvw4l(zS>x!ZZt}OI~^C9$~>(!rat#DY*?#)zOMIA2`d?K6xMgDAJ@O(Z14=opCUikBj)SP`oiUL8RqdoAM%edlq24t zs-3kb`5Zq_-(YgF;laIo{5)pES?A&lceX=*9Q*h0()hA`p&alV{foc-(Lc6P6`%ZmoThe z$lrju>4RS98bQ93u*aV`BU|zRHql=NEcdli`Coi{v0=9no?XDtz zkAd2k`P$CS@!U7Wn=I+ixo9WqaeT0r&$PZ&Q)X zubL5qc|1p$->2I2xPN%tWxGK?tR(y+%h82T`(+-IK5bDb zpX%=Zjpug=Lp+J`3d1aav}K`^?L&nXu%04)gdyMj4~F;+=dIW!QRk6uyS^OxYh5Y_OE@bVE(B8TX&6B(N-0|2aMw}Oy4gFTaRm&`p|^7{t6JhcNq2Z`SY!}D0e zFdwvkhOKG7gxULP!mg(tK2taC1^uka$B=@ZZ$``)n26=!2jS$nPM; zU@xdI!L}nd=f?VgeGvBS(Mv8(pS^D*1i#nmS`}Fa82LvS_>1vT@Xx2c$^!<1{^58G z_aJ&hj9$B|uWbZ>*+F72A&zw~oc0Xk{0LblGW|C31JIB2-!tNDg!0`P{QP9klukX8 zT&y_1_GE8*nR{Un#D7Tdp332idMKZO{!rft^L)mhnn-DnA8!2q!`?qXmR#HLf#-)A zX7Nhcw!?k5HxK3OIm1j|VHdvZ7w)Wv^E8xC*oW}b$4Z9t^S^zj#pW}91w*`p<@-)A z9_BP#e4i8P-9JG=zsOqve~0qgKda>YsW;u>`);&PhS_=5{#=(o4^Fm)cnSHl|L&xq z+-vO(i?y_(0L%dD+Vo>!6(|0@`KagMdqt!(V$j3*{6j^46Rj_Y?ss;T9sZQ}odAb%sC_mY{X zdl=-2`zgY(USfPk80;74!^&AcHqvZ??x1Izp}np|KM4cBP`?SodzENEgh4<4#cnj8 z$a#*-+DJ?D^T5dU5#!cp4u$?quz$p0f4%<3u%E*HH`RxD0qu=2(1-L#mi(FFV(ba$ zQ|Z_qF~kEHud{Mny1&417|EBg{2cs#Tp$eb7RD>AoZiD^f`(fL%fOgqc)B9 zyHq$8>HjDKVW0=&W5N*c;`+P6B0m868 zp?$LY^nXl&)z_f@k1X(a?SHls)@vO9$gv)4O}EFudV=xok@Vlo7fh0Ya`c}JTa!L8 z%<`{<;e8L3-;n~3iv2ss%F+M+gd@+r?yBhQ0{&8YZJ)S%!^1#7aeav~x|Z^J=PdUA znGiET?fISe={&xV8K#`~Mr{bx$M!LYg~(@#sgQ3#{Ui+j8|On9^ab^uFu$)8n{u}% zzg`*2F<(F!{4LrGVdxL(V_5(HFgyQ_edsmtP(o*Zen^hOPJGlY{-)J?&`6iPsq<>L$AoX z4Os*EIHd2mY+dJfucpEHSbkj7J~n!(45vTA@uq6$wY}keK`c*jpZB%r=DrZG;`(_) znEWer$T-k%r00a~N_x-!Gkb{5khbVie?K(0>sI`5-=NwZbsVX1Z)AqUYq6+-Spsmr`Zq&riNr z-g!uEtpdH*BAg1=yQh0>H`pt-KUH>bv>P}>7Vn>Wcl}h8-UJ@MoT@8rtKKOL{29gv z472k_!aRR=IT-z`cqaeL-e11HzdaGZ6_WtpJ_j6p5CuD zz#m6Re}wsdg_X1KLs&WczJ)ONN38xV;{Tccs;}E>CqVp&@;Z}xeo2R*89*P(pD^e5 znOotZx0Uwt`#ERhI(3@5CJ5qll>gb(^EIo!oQC!&@3SvGzfak(0sjlZ^_wuPpEw?2 z?#~j>J!?E$m<#z4qJEvT z`QBJxB>p}g=W}kxh@JsI3}OAD`YFKywHeO9U(|7l!~9Al@@KeIYW+X>5Unp%4)$jBPk9)fZ?N{Zq|b!mv;_BmteoBdWBs)w zf6eeKM*po|PH7MJa(|h0t0+`=`*zSb)NjK4eoE4PxAH$%Gh4HGA$fTZ2bKFC5YNO& z=p`&%kn;E&L;px0l>a+Y^YG_&WrFA199zp+?dief=?eF41zfm7j-;8QdO&H1dD`^`t2mW$v z(`q7(pSI_sQctC6@O>2Kv(lmrUO()b2mHtVCBq$vKZL=5AV1O?<}K`Wy$vDDC5um|c*sLHi>tP49IIgu#Ar zyesbuVvo%YhW!@ObLEf2*Bw*E`)lO?)oG79svnI9eq%Xd&>zC<`Xx3-J>vFrwWiM} zo&6cWKb-%y;XRb2^zK5rZZP9A$~yq6Nd97r00gFr_|(Mg&+^q-y1V;-X55~1=bhj7h#Y$u6Kmtelq6s z89qVu+*oh9<+-CJU!QM!t=@Y`VG%zcAPoFN`fu(WnH8uw7U)Hs(X?VlL+|s-rL=z_ z4E2%zOuP4qe?mWlu_OJNi{E5Nb$tf*h4xMu^c(#_=E_0#HWLEj{s*-W_*Q({NuS$8 zW~F*t>F9po-!Q(;(!cMxq$U#PkM$X5@jPLO50GD3zcwGyI=uwwM}JNj?oXgUztu76 zPkhrr9*^CcwQK5oH`b)yFKgIThL4R;OR?hANXFFg2<8}B7 z#LLv5kBRK6g#W%@$}XF?aiNL$dvVmK?8buS^XE=w|Hl*vb9=bc{;^;3l)*p`_IGE@ z^$-n6W-)(uXV&cv7L_qPf5|Yt&m%B=mgIRS^y;Zvb2I)u2E&j3ubl1Qa|V}QSDn}w z_>cOK<6(FHdPnj5)Hwf~uy5+W{lxwh>B~7}{C4xBe84&qe?l1UPhq}=Fwb`q=KeS5 znDxVwFRtAG<`il^{$Zs7@gT}S=UaPEd)qN!A2?oaml@d+7mq6%6Fs@ck7jFhTEXL| zT$={>@?{o$eaLliQNO);74Q@3&;26b_&p#L?neem=)F5M*+->P{9Xmh=kC1z-ClKa z;Q5EUdsXbpqMgPJuTR-ofw6oq<7pPcE^SfL9VY6b+QLsMbU*3SC;W2^Y{nS60y=N*=ImFi} z?>x({!8@kS275&P&pY`@UB@-1*Ck)!>h?eSuup9?32$Tz?8(R~2LB%a{_I}U)Oug#^xl7@aVxgF_3 zY_tOGM_nRs!cdO$XXWhsaaPXG3yRKch`H1DDqsH}+#Pi&W22m6AENicTeq07HaS2) z@`EtM4>+HPW0u`ozOO&*&$0aBRlgo)-Sr_J!}$^B`I$#@U$*Re(jVrJ`v1tHbX)(` zB@izny@dIC^2ou)?NYP8BE4595QcaY*HgkUUtA9urvFI_kM_DFN7#@Vx`-cS*#g zc|&!-@cS+$5yb=6ZS>&zv?tkB?yuqMZGzM~iF^pde3$)=As(6YHwJs}`46W50}HIb z{lu>)zjh2B{B{BOAJm5@e?%)bjralkLtNjU{%9X|SGrlzjLM(39QQ1IqzLwj{(vyN z7lrE?VR)Yc=SP^m$1bpPYg%ugbx#d@_If|~OC0~%K*zu?q2l*+vHdg8Csz$K#NThA zempzcesn^Di0d0+urF#~-=?pNUktw=^gQ@g)feYU;7_sqdH8LM3re*hKkT0{_;1vo z=PmoqZ2cNQAKfJUD{cMZXQlK+Ley$4@q58Y zf9aywns+6te7!8KxIDr3$pJXOqw@O3A05~B1${(+_TuR({ZEU`p+3?_814(;d|pn^ zn3s|;1okV0UA!%qdDMVB(SFK0N`DFO`GV_bStp}*n_b1<3t@j{LH6BityWzpOsp#WUwC#51Umgr(?z ze!{DHk2^;Mnzs5z{l8k%wMciDDbSDYU+qd9w=qNfeK+<`7~&nI@3rdMubmx-zvn+tAphTd`0_Gm)_I|r;wy&V z(D)3~d&2_5^q#Qrrg~9Mmq&hZev9Wt<;pewD$!5jd=TY981CC6J>@+_@uheC_rZMmz`CA$BBdF|z z3am#+f91XT@fwF*V0^6qR_a2}NgKug|HSgQPQ&zbHb*ITq4~XQyMEA?@eSM`66X7n zcbZa$7mYuGe&YJ`PHRMXi}4)r|41KU@PEiJ!aN>$x7@G#tFaIGcdG9jHaf^44(5mX zfOm+Ye{BE0zj~JS5jc;K=_=88!r-sK$-;Xw49}7}@Hd9}qJ2;~oPVJHFdR<%Z`R(L z;z`0_pU5v(pM8JN%IQ5bHa_>4?}tgbw2v0YBSgRDoZq2!>p`D!zV91Xm|Inrf&2;o zu08x|_ABt;bCG_;z#lvhd5;+EANR+EVLyQWkTCbJ49Af@vi8hA3B!I5?T^*hVf5m7 zJReEru;0b`d{Fb=9@oAjtjBnsK^W?zzOr&g?+3jxn$?N#x&QpIV8fE&$~5plxSoGl zT@<4lvgg0@^?UaHs#k}22=)2H`CG?tj9LNtbQ(YX=T^rkSGX^Q{QH0y_FJs{Pi=T? z1f2J>atY@9iz>ILH=C#0fW4u7s}AfA+~6P{AN^HT@u;b_-nLS^q_;@qK^XKC>0y}p ztE%^kfxVX113$6+qwW=xiti14zwyy?%f*3dHejE~pO1U|x0KHlzXyl%`?&XK;E=f0 zkY7T2KOT4AQgqs|RSC_9FvuVGyVWLd$A5?rfqf8O9BVXTa4=wuhpG_+f6@O`hs4}e zHje~-M0>B^+sWqDh;I-->PhBTy?6ZlcW>W_W{M+AuTzxcf=Vc6fJ{xQtr ztxqBIDz^Nof%)QmK1JRXoD#+FQ6WD*MV8Kuaa02S_K}Q7nCF*1z?fm&n>@Wp>{!=@{Y5MgQJz#%` z=d*-ie`p{XpD_48^fwHL6aB1y^#5V{-?UJh-XVM5ym*iY&hN9E=ZM40uR}bD^b&^i zSG2FsYdco$Ypn+H0m_#!zmN3!n1yTpw|9I${6)`m)kwQ?m5U_5FJsHimJM$K{$PJ! zN;2#7Kkw$}OJ5q^Ph7gx7xD*K{?$lz(H(0GxQ~MR{WWTo-V2o((qm}+ukrJ4jJeQ? z^XuE^mnYV=v4H(9wy#r|xntS0bck1`N%%z={7c`zG57=2XDWw$9JO~JHOC55&322{n4YCL2)3QJxQC|te{7_%(XB^a+Y}_C6i{_H?>StCZ?`{&u=g7bM zC0z$@D`*Ypd&vL#O+Rm2PF08Yh#T}SIGnj14)VqMH@NGLX;sq^^clx*xaK+G)#P8G z&)8pMXI1IRepdWGR-<12`=o-IAP*|vAyqxc><8%cKbWs?-?fKzl(}Xgnoj+H*SYgN zp`8t^hZqkL=KG)T9)8+-9^(JoBE8=u=5Jq?S_=A({3FcQ+wXVowL4?62I$A}f9SOj zj(zX|_78+Ntv3s=dtUFdmgxR+Kls90>6+`kP-Lu77N?9mdD|eNHPuv}rPwWBVdj0~#z4G?`bHS^75yP$xPM4E z-E~BJWfPDW`oCu54RZZ+8=yY=KZb3{-U)O6&C1h=f6bF7)E_sq2Y%rE2=o0<^CTO$ zWb-~?&&dB~>)I%*YXxv01pP6?%-=Fh|K}1IX8Zr<28)s-nd0~z^{+*@*hyYCj{Dn| zdC99!+!ud;iuAO2N1T$MuoBi=!r>7cPrg|K`-x!^`)eUwN%>;JU~iZoCJf#}Lcd5# zSxMvJq$^NY6pJA{UiN9x<`3r_YpK-o23p*Vu zjTsK(A%6%ne=U+(ICGEs8*dm-qR%3ko3m1zy7dJANBD)W^NDj=?7pH%*6yCw`h$~z ze^@U2sn03dEb;rfh~@MrPOVpd{vURlpZ_iB8lS)1$~XB*`g-iVOC-0iu4dBQX7GoS zc#L6{B(z_KA)dndQhjD`yqx?c#}qG$U80~9^{vNO)o{+UgGymvAv+<)9S{U?r@(S+Y8fd7lroP!p@gO z!l5MVTa6ANAC#v^c|%R*epxxnKZ-uDr7(Q(l+oQ&e7hxc5tKkPps>F!(FUdMP3d z>jRF*Fs<*b9O%ROv2xl!h!k~aTwl}F!t7O~xV~rq_R79ozKWkqZHx9vvHKk&!r-rw zf2}kd4KmEl*nUma%A#!6!_MOKAxV5DYPIKQOzQdXa32-tOBnc%`cD|>Lw!)1a_ZOq zkL_VSMtYUJR%gFzG6H_#cuMQ8kIxyp0QAdJVsC^YpJ?ls{ouFOl9hJ1zt~ zowgMA7gV3H9>aI+{np4faCx)=U7hsOAN)18SMC;NrQflIeLpW!HX0q)hz&AkLRC#OLV0)pTP-io?#ae3VG7pI_KD z#Vw%El6(TgpwE*1FvFlvlK6pPh@bz#pr4X_lSpmSgavZ}ER`c~mEhKlfYD+5cSF-+#)Q*IzAKkGJ=7;*DRv5C`Z&owN z8}&ndkW~D54S9%{(Ow8ECX)Xm%+A+D>eIY0jdr;S^i%ts_q#qmZpYUz^>hThw00{+E=zCOdBwwO=<%`RyHjwtr+8;?YPuWA;6eNOSn^1sldW0KafPns(#W zI_xlj_yhT?=`H2cN`E`cH;6P(8Lf(XS;)>0MVj|lE?S&df@s5_)Y!2 zN&2~9VF%y`>T8GeKReT;4SBrKAzO8Z{DKr%PbBe_h%o36wrBX;znJ@bDu?@mC|}ke z^YzvBoa%P7hBWjJ0(Pm>?7+L{ABNN>j?*&N5O zKmWsDy)Mj{xEt(A5>JadBIfG}VV2Jnb^LigLcc`({VwWz$L34NQ;wVjeMkM&I#r<; z@_=V%Mau3oUZH-_v?V4(CFNFE}rQI{{WRO-ncArY5ZSi96h~DY! zzKuw`EOJKcV!hU9$X^m}V?_OT@iLk?f809IchoP!&_DXqE`IAqg*uPr{-{g!5%>5W zr+GZnRXed_y_qcB55e`d>$sy&swS2Kf6#ur?!RwXnYEJLw-D)se@a^3%?|7r%Ne$% z@wz#;NvwV=_J7Df-40jXCf$*P^$_))Fr0@``5nFLt_wG^{Jcm{e_-9yqI{4q?mq}~ z`_vnp<(j`Fna8JkHPfelR5=X!TU zSXxmT4DE6Jo--niH71*I`StX<_*~m4DQDdHS?AtnZTif~Xf_dHSA#VOXzld?Sm-pRV2R0RM12qxrXW9!x)=aE9b< z^y{I6SAD0V86JZAPnCxNb)5j7pO_;a*h6J5{#C%ZcUzma~z@V^(trXv+=GCzHU@h~1WU6Z>aC@_kzZ>ACN%3r+m z0sYpM_&dTdAEc*mx2TVc++^Ur1(^0GGigp@=Pjasy4`bks#PlvAo=v`@4wbsP=oy_>O;S=seu+B+XH>Q zCG_>1chbeUt^($R{O))9!Na8nH`x6SQNJe_o4t+?mU%(^F>7@q&UTU%_b+A!!=|Y; z^yKlWS+tSGz?K-$59F8G`RQ*4r%i%<2gaL(VZB5DXqK&bp~Gf17$5gv=56+=O>ue* z^r3#4=fAv>UOE->%}76C;0Mxc{>9~cRmx=n9y1FE<(*S!xdn3&9=c4|-QYnmUyOGK+Wy(L)m41I z2jxQ;+W(8`zMN>_nc=tno_~V)2jxK+{3Z2=<*;7jd|#SM{B)O?Mt&6NY>t>erxEvn|bggoFI4{j1wk);??ojQtPpJ^QOgfH%w^?Qihv zLl(;dP562`_-xLI!&l5eU#Wgh-q}NA>Vcow|KRF*?K+x&f&7tZU|6zJBUPR^W{R+{@ z{gbZV?6?-*Gspf$X7`d^x2_w|gZ44H-9?LhWpRE9`ArzsSEO(B^tEmZ-wl9&lK1gN zghdXl{<03YKE_t6^k?-q*BsQz6#pLv`9C@&C{^SnKz<7GnEg@b>@_}$ys7<|!t)=r zhCBuThV+g3Vf>=Y!EbHo`(x2qRUhY()6W2XNDtxGIt-6V4j5H%n(sfx9=xqD8g~Z# z8RiqlKCC<0H+~t!ztkQv*QaqxDW>ml?Sb_k=^LlqFJ^MkKo}4CGj7e$XD=PbKt2oU zvz&4-a{j4dV1HQOa$5f%9}+im`YhiTj8e+>;Px`!Z2#Mn$F6e!Hhx5}eaCt={fB48 z4*qd(8_;7Y(dY4m7m|K5O!;;ZVR)Yd=R+9m3F#Z}9C>A1x-zVPm>(d_^_iaLYPl@jeaN457dVV>ALL}#lU`F2J;JqTlbJQlh8{T{Qs@L zG0X@3AuIQha{jv<^n1YH80gjg8-u?`eWUiEj~GudtWW-hVY+`NV&kO}KL~Ssn0WY2 z#=c+I`TQsTjIS{F?F0S^{k4^5!||eoF!&!a^4BVLzjN(X@%Nj^U#qW|S6CMQ27ASL zW71&h9*=trf_Mn`my_-_?dluw1LlYPo77OF{CRl->=$u;vbJzYv)l3!_=Wmoy*NL! zSRozei{mj&=V>B_>HJnS*|PBDgCC_b#YE5K4YQKx_F2pIZSt$Ab|uAr%CBiW!r;G9 zpBeV1@um!UbL88hv+{I)E1I&VbK|>SxA}TLr7)s@VVU^*Oq|b@x9jYsM_u9me5#DM zoDsc{41H?2qzfm4`_P1B;)_VZ!9mcPAQBx*gfxYlF@*jl3|55$Sk&)V| zcflXycy@?E-!Wdb`#jzA?2tYnf0U%2fdXkUbR{OYi9!cN;@@%s#@&kjko?ytHJ0Qykh9WIY`y{(cg((ChGB0s`X(?nPP z#xkX{AO6PD2V|%IjYax0*?(i1N79aeV~E$B{=u_JKiGK1L_cBJKjMCjFs#oQ-w=j) z9OFCIKA-r_>f4fjG0gIDtUf!BAs%GwC&75dapl!B+Q;hPc0ZNJ z2J1D*ir>S+`8guy{+lr53#tBh{c#^`a}<&Z&vZ(6yV7!r+w-gupR|gq#P<)7o>@y& zR}7C4!F~a;llrud?s@63-l2UvnJl+;3(bW51eGHOeZldZ<{mCD6wQ?jX5~kInho!q z3g>rdzfOdiKXf`3X)?WY?tksi3~CAYOl0Av10Y%m?Xl&OOw;tNl?PkIr^o zKEiiH2jDNt%SA;wbnS^uh^LVr!o0mp(D5(p8ou-R)g@N7vTf^ph$pfCIg@=%^ouUS zejeB7IkB&uy#4Qi|3P}^qz?40aJ7N{(BI9;+ir1w%_Huw7^d@e5n(ugLVD(W7A;nK z-U9I#jyLz=)%nT#>!CmF-*x8Tf${tI^79#2pWQFMS090V6VA^~p|ta~%Qrdy-5hTi z&q=J~`9-%+CfZv(y}&=AKO_w6AJXgIIbWuEhoQ_&{C-wM80-c8A7RLMp?`6o5!3f` z#Xaz+lJCJp472?S!)|2Hgke1NM+`In=)Q1X7p=aZV7^rTFizI^oF~wW{=pqFMg=$OO<2YZ}7Lse~*&E3)&e5v-{y9!tA{v zk;juYM-=B)fj>t3@%XNLQhS8>`zq{j-t37@C*1V;etBN?;t8I7e8ON)-TubluWJ?EVR1s@bvR&?(Y_E>bEwdXNUjhyZOM) zNo9HLez|C2_^o?-?R)chb>XFfCiVBTLH|&mgyH)f;@88FC#ti4!F~zPixxhwi?!Qr zrqoE~UaA*#UbVRn@ixxK>-I;ZU^hANZ^&P-!sD~v2VVwzM1SLLsWqt6a2fc%1@{*W z>rwxNL7qs@BJ95t0N_`cmwA}@wFQvJo6%PjUA z|50utdI`h%8q!0U=U*0gc+zo5{z0yPi%&nRIllii#2e@@7U!l9>6S4D#>e?B&MVK| zoK^((fcbI4pkHVYOWH0>8hLFd_-FKoOP1XAc~mU^-vsh^=}5KpaWcbTe%RmA$(hIR z!%sr2Ngo(y_c4}U-Qud^QU&!-~e-eI!<{Pxecg`%i}1{8qRe%%1CS0qZx)k1+5T>0R-$ zw98e)g-YvaJ}Z6>DHyRi4)SqW?&Dm4+wq_s)JOaD*{PE{Ye^;OE6(31#XoUF_F=eR zit_Y%tkg4N>P(mq#!rM{J}5t*=PNvGZJhaf=iBwVjM;?OuwOxW_%>!1ob0(&aTM)m z3A6V)MJop#xV$>ilw4C5jHRz1A)`*i*=&|fNVzNc(=aRsMm zb?2B<-A|>!{BgZq-TV9hxVrMVoSyGrsh;~(DtntyX|a}UA(a%#z9vL`?1YdlT5M%2 z6(WjKNDC^m6v{4J$ySs?DeXxSe&>14nfd1T=leBtXU?2`&dj~{_1~*k`1&`j&daQr zHxS}~FR6St9Dg%xYL7PX{aobVhL{^4+~;nD{z&ge7az~+lssOK-WZ`c_hZLK;2*VL zn)bP@eG$xu`;U!?p&j{6nAcwzru&y7)}NieJ@Lgh-Ez>9C*2^=`hW z7*{oD0mu*O-(qWCTjQ9-Z zVb3SfdI$smaeWN4c(>JV&f9Y{9z*_v{&U+TncJngX)vFjR38XKzJ&A;2Kiz{J4C_bz-qyIg(KKTPVmU9sMU^ zpa=6gFZDO+Gh`+CBJ#`2#=PiEp(!8F%cWxKA3YBRc7M%lr+ba^J%7kAa6Yeu>^0L4 zJcs+eNRRi;4)-4Z{0jaX=OfJZ%lqzl`T4&k|F6aQeR?#kc5A;0^Z~K2^27}rhfaq5 zJ=SjtLp=QlgFOGiJRVSgUY}&oFClu__{=~1M%}L-c+!{Kk8j-9_wRCD;Ca*!-^WT> zvJDYDpCt_PKz?l>x*^8oq_4sv^8XC~NBTh+zAr=l?e?eWcZ&r7h4S2f-{+BS^LJif z*)cn7p?lg_UVq$i_KWA>QAuErn9mai{v&;a!CsJmtexK96%mGdKHAGpn~+y;^k>5N zQ&4_8S2%5+mK4kPzl3?dv-AFl(*_^Lg1P#xwDV8B?$3<_fS+hDgn7QXYtz(0GdJIW{K{TxKZM~t9QPlro&J|7A`I(A zdRYIx#2>;uzuQ$j#($JWEcipT7s9}AT<`AxhF2%G`vLli{NKIk{gUqg>A?9a`v2XY zf08alx90J7_sM|$4eK)D{a+k!_lw4yP7Y>#Jio*GW!X11`Fa^<{*^FaKWnG|xrqq# z`m29z+<&u|x`4f-eElz^jFr7mD=#K{^#6Ka+iQ~=?01nLgn>V}zC8*WpVzGD0`#H( z+hd<~HTAL^(1-f8$EQPt%a>4IU)U?S@0B~bPPu{BzfWm=LP^tEuupxdd*Z2Prr zo$q1DS5aOJv-~n(Pup{WM-Rb#^!!~N+xZSp;s3j+Zvlvfm$Y8O;9oI+3mm#G*WqFg z%!lJM%=W{9KGWA8UVH%b8OIOYtv>zQyA814Bi#7o?cGtf+`k=cRi{08xhM2Tf6Fla ze_2Er{1M8JwNE1c927q7TD~_1>=(yBsJ}PHW_khW3)(wjxF3u3GR*Fu2W>dHK>t8H zh>y76B@Fqnp;Vp>)AxBq472;kg!%md!f?L=>1CLmpRxWciC%`;{hy$NBPR43Y!CSe z%0K8v{l-B?Yr$U8-U$Q$aJ|9C9Yg2DOap(4^94H={TMRs2PaukrV* zM2810HRvDP9_%0IJN!uT@q=yOp#F&Xh@-H$k9JqkU!?EIMEO*msaK(1fa4$8^?b^o z_O)E!L)G7w?NwVQGNk827i`-+;#&sjE7Bhtd|jcSaSXhFgZ?@6#e>5|pE4j`7fR*D za00%ME+VY*mG)DFVSj@DgY_@@7sL4>(i>W8ot&*U2I?PJ|04|k5a~a<#CWsyrRRXL zKf_B%UPqUPho2N}mVZb2*fFK6*OZhWbNf5iMs|@#`Bczv+}|DRwqe@_s~i0MI_%J_ z=bv}B0gU4l=I4ooc|9a7Wx*-swRfPtiu^jB-6_Rv(K+zHNbm8=I~#PSO8gJu#yN-Q z3_Z>3#V1tzop7{!1^xr?_Y&s)Pw16)+3Y+I>Z8t5elt9a{QHSHK~Xe4V zPCC7xcp}gT>iNj8Q}G=Zx8C}I{Xal-swnEE@t8qyUWoB0vVTUGVYw>YJ|nHn)tZ+L z27N+)GR*4Pgkk@O<1@_8Gb2|t9$#0n5Z?Df`A2SFWz}tUD4Zuz|A0H5XI{v)?oI2D zJk|6r^-eVS1GK*=Wnqgzdil4)YW&p zDfnmXA1yQE=}P^9eE$`F!8iIs`hThxwBG2X+ONY^Cc%CIy{YyE5lo2&@c2~ zjGkmhKhg*1@3bDmEZ$Im$nP+opFMn8^Q&7E)Dv*Lv-!=|bN4ud{h)t6XMf4DDzg;q z6XWT*!}Ds?&s%^zP#?}E?`+#I$qf7{^7CA6ThVC`Z64oa+tpZ&E)swq+^@whb}p#T zm;9d@`^Q!uxBKG}3HpTd69)T3e16`L%YiAURakwT;bmlRgrS~-^qlurzT9Ax2k{ce zKfia-()vZCLEmtG!d(963*(-J&Dk!$U8bv)zl3F5(Rgt~SH2#k9t7)0e#Y4(4c>P7 z2iU_|X@9~%zx4Y(BEmdBBn<0E`r@wJ6i#<8hxmp0aNMU2@zXEQgZu^88&@`9r`~{k z;2-iku14IYyjv~Ihw_T6F{&D;brt*{+CzM&2RjnYIDdTa zuqU0PUV}eGdx>{HfBw|f6R_XH@e|IUeXDi15x&=t{S)HCM;d$>#_M5(d47;k*681E zq2zoC=}GLcXr%G74WLixuM#^3t-YqU0_a0|Bo00U{Ke+JyUt;y; zZzsZgsz$f!b&r(tqi>&83i~!$Cjk`FAs~ zgt+^wRFFSQGLxB+*fXEsUre%?8q|G_H^fVnZ_;WvmwEE5IXy`aqCa=OZ4LVu96u@7 zx~KdLOYmpZpD?o*YL}<)_lS~;+MP4_9RmAfD8d0*=)e8M*(GWk7zGR*6ismV&d3;Uo**|FW*KlY@ex%I(@7PSGVD3LtTqCpP z543B&g6Ja*`w7(Vl(f!!@85BhccSqbUPJs$d1KkU;6ys-f65nm!}i&d^H!wivUB_$ z6(@;);ry2$O;2~Ymksoweqa8!NAZRDIqWa-eF?%4kN&~n50HPXJ(i6}&$E1+jdz6f zmoU#4E;poW?_aIM>AB)}vbN&~Gsq87o>wB@Iu?6O;CafGNB$;q zPX7V@m=6->?^mR1q;?#rX~VvkCQ3a%ReNgxQQ+@z{M6T%9{Emx5B>%DoBD0}6XSQ? zAzuE2xjj=moR1+tuU6Lnk)In2=bwnL&1k=Tf1f6xAN7f0`ks)8FqikW=z~GOY%M3-(7q3P{;bD@?=!!rwuk)7K&Etr&pvL|kY7XcxRLsyuk&_I#g~NBL>}+He4Yy9<9rO$_a8)Qmo~I&b=(N@ zWz?VaweL6jm=5Ln=*^|23Sp*8z+a7%&QBQP$>@J@G@Xx9JM53~eIJI|`#B7=`aEHX z?>IkeXYWJb%#7Uo-aZ=Mhs1b%^XbC7hNe2;AJBi^e3|uH>Eb;&uS5CYQVhS~aq$6s zUmDwQ%~kPUo|eM*SGN{T=^D{#nX(J<jQ*&{36WHuWmal^j0d_0{cmNJ~n8~{f4Sp1W5TOWYTTagde2&Nv)m8z zBc$hU(8*F0VKV!lspy`l!>Fw0=P*CUONO&(zI)^M`!t>#2KoC|seTcbnMm*RFdTya z4-v8cQ)s`-+8yb9gSESo{SuaE^)kZzyn`^`pWmDEU*)fIf#3gUn91j!+d*yps)xK@ zc&}l9%8LLEo?qQpT<;lTUd7|{{o1Fis+(WKc^~rk!GAqw{gPV=^?H;)!_0p?xEj6d zRKpRlPxL%=a&khnH>DuDS#E zhw^?r;z#b!0loSCqsL2sY;Ch#@_%8Z@3G&q(k6Quz(^0nEFXFt_SNg-hJB##sBa9j z`;UZqJ^#ssack#vv*GpACkq->{GTN9dd!nZ`IWzWOaObr`Yd6nA0q#sya`;|zR8B` z>(e#yGw$~q)0*8EdZx6Y^vdf-{(X&S&pkgT4EqK7CB{#}Ab%X6;c}7}VZL65=hOP1 zJwGvB_R?=&k9}5Tv9c`bDBK@I`kvL+`Rc6P3;qN7`}}+Hy%|Rj@$-Y{f7|@*^FtZ- z|I|*Hvx19p5l6Py3NvZ_s#)~g zdUIC1e_hgHBKKE09!oq;_q+1_E@8OuL(f+(C=WO)`Q8x9HwQ7~%XnVOa0sIh+u{5h z{o%`{L0ayMXM?Ydaw|T8efq01PAWUrpQDH)r+j<>(|v&$OjR?p@2x;ACHp~p=gf8VI~)h^I_ z*y;$;_onUQX}!xd!CxS~Z+4hZG#_Ut{Q7^mkofbqkCpnAiq|k7_J133Xr{dA0_=}b zJ`A(-?zef<8!kSS75lROpPLi!F5b`UEpNZOO>O6-0Q^P%zmsp<&MLgWY5~LJBQAew z&IbRD@_k2``LA~=9oC;XRK(+J-juV?27KNH^r8In)*8J3>$Dfv{|^TFAb<0opP8st zS_$=KoIk&(gWUGZ|3QDWAHr}RhxS4k-v7h(v-S`gFW;u;+Ybpwod54@6N@80iD7)4 z|HF?BZZ%fv@I5%phY9oeU(jhqRN+=P*q>Up>$KcD%u@2}nZp7r1l(Vq|odq8{o^f2(3CmgP` z`vZg_U&ir2|CcfD&$b|5PyW2{VO(K=0R9~1MVO!0FZ@9iv74gT6n?bODNB$7z_CgryHOT+cE2GWh zW9CAA8P{L>w&sVLW|UkujrVovYf)Rf)^CYn|AqM?^@scp>+^(xeq29c&=;ha;aW!T;YSu1m1aS{H5$inzS`UM zPZ8`dk-uf@yno&Ei-&p~@~bSYLzkxMYOvo#e?S=GCyvkBS$)1NW`0SGV=d5w@+tfF zeB9O-3tM%d{cU;2&h2{C8$f(UdI^Jk(LTPlnsQ-T%6NgD?|<{{7wH%C3FM9Q5eELC ze7+rc()XU}M1Ftj+p|H&a&D6Uzv1`{v;Ap>aKR^Yb1mF2!}V5l>>x9tPY;kE=F1gh zM|LqZ%z=6}(!(&bcfv3~uCHR(2VbA>2l)NcibL)Go-fD%jQp!e+1T%e*cbj^g7j28 z|F}bY%Ny=LD(b$MZ+P&D`=g5b3Es{wX1tzO*-B$Zpo^^1QOegVr@J)H%Xfz7G5%LZ z>DZonpUCr*%3Pfvn)MpMFPy*fNB*4Q*FHhMhwEjS$(Jy!ANyDBvzpc`{w06DdPbkz zNHrNzKG9zt+&@jrw!133zgitSaiWs{AgB-G^VJWBY`tzLhW#_*n*Hs4;!YcYze9f2 z3O<{=7H5Hd43g>}VaTWST4Lyr@~AcWooLnjDC}2pyxM^C&Z|z&2LD!!{SkBjK<)7S zKmDPeNcg0AMB#-GpwFm3wfFi=7+!l8){Fe9ec1Ji_A^I*|GBPJP-S6!KfeF3i+1WB zaB4i%cQGE;WxX*uH>IFeH(Fo4lE>=k%lVvtg!%iM^#%{uFG$hk^_%(`75k1=O3qKw zKi5aTQ&I8j&+m^B=JkyF`#$RvFEv8_u$OfGgdtvG{fJ?^ zYDB{K+b~}IYUSlTD)A=B2jxYW=M%pUZ;h`n36YN?dVeKVoI4WuAIxVUv{5KYB9Nju8{UKcc-6hWCllpEAt+17Yxw$p1gXZS=c$e8THre{K%V zOgB;G^^-rpo8lAGR`Ps?Fwl$s>d&87JvtnRd{J(Llplmum&xLNcES)3cD8JX_>A&l z&nJ+-CJgjpJpJqR-%1s)GSDZSk1*s*$dA8!&m1r4Uk>kk5e_iyoL#*K{5i&_zh~d2 zj(;4*^i`0tDcbRDj}!BMg6ziU6V@eu19?u6(8n;;U#0S881g4+zQr)?-=zFznAK+( zX8EEZ`@G$5>rlz}vmfL5h~fNCDu33_>irBu{Y5GthM9j8P<@18v*E*|| z13h7WsXhzxvbvh<;-4`8DahvttLj%D1$&adUn?lIe>FSpek$yzr2diPwdfBRhWiedom(Y4o(4mNB)V`myUh-bTND1PY`!;JU^x>9sD`cD_(Kt z?Vl0j6ywld1tsIg1;zb(LA@L0Pngv|Sv$mQq+e;2tNxsJ5#YZND^Kb=`8vlT=#K^EgR_4pmPpRqrSVBn zu9Hm}sZ#~=!TD8`3X`?g&j$G*{VKtWKHo|A0e+x-3B&qPe_D%t+%hKZgm{hoYCWt= z(|mo&`w)bm_?Q_icn&y8YCo+JL;URh4_=G@L!fq$kM#V6;{=+YwbOlU)(-VlY5ZUq z>c6O8tpCD)=~1QgKtVOKcOvta1A8JDHu-rZtKriw`O=VyG=e$b5=uZfPzDVPn zz%bocVi@ujdR{AVz4rE8_Hes0nh@Wp9Wl2DY6pKs zJ=y(1fiQa?Kv1s=Of?ue2-fE+l^xOk9Z>)sLc>hKq4E{=bzQ-_(hx*C-Gkb4Way9mt@(ifQBK?H9eYV%L@C@{qeD4OI zZ|@sn@NHl{ybp);5>|T4@R94oe&zHBd!_c2gX8m$q(J;d`)Q9D=%?`zv-1d{Lr2Y_ zLFOUAZ`9`w!^ebGo~(v=FWrv|gh4-XJi^c){Vi*!`w_f9eP4lL*iYhm+4Gbyvv!Er z=zlu=7jKko(@WHr`garsd{FuN4BmH;<|{%+W1s&nXk1|DeL}~ERc>d!CI9or@jKO> z>*jI9n7w}`Xc+&uWsz65(rMCvjj^+i-pX77@gLW#;X2PK`R5hzH`4u}pyAQ6>QD!L z?yoc=KCU+1b)V%^0%5K{tex)92^u;2W514G0E6NddA`g4t%hqwhcWeO(E+C!Id( z>xRh}LVXYW>sZWtVBAXbJ$>xoxz(NMUpJ5O{+-p6oz8WYyw8XF)_Hl4q~F#9p&p6) z&M?&zh0ZHhP8;VsAM_3T>vl|X*3wD`e`h51SA@YIU_2!Z`48F`VXj}SKfQk@F#Lk} zqdUY>FI4XkyWcM82F>}97FGxAq503=A3N&864=k-dUcks)n>O+^a4?9`)7y|R*db;Gi3tgePl;>Anik(kC_&p!=8QZ&>!v|*0 zZh?4#{9u^*&#o5dY?h8TfqaYlBL;ti^K~7O`!O&p3C5%6moGi7H9!IGN1%RpB~0HR z6BwrN?+9I^Cs^J(6b$tDk*=3v=KlzT|3rV#H6#7f$nB3n|B=64D=zHuRtA5B-vbZ` z3&-&Mnq!t& z(jUpOc%>Itqjvu83-A}H?|L_to3|#5fS>4}^=^Axyy<=j>T&2V^q!1(b$FE{ybp~0 zH0W?}-^-1X`;h-&h^PNxwjUF^PgobL;rNRP3jS-;=M?YVv%ukZTleM2SqALNH|*7)wHiVrGpqy8qA?#?lt$MAg0 zWV21fjeB=^K4cPf@7?M>{lxS>ykK%gbjDjt8T^_0e+tJd${jias zj~EYnk2O>ql6(*Di=w{w_FeFF(T70ruShRpp3nEb<+^+4CCUE^k-vR(%|rcMgLwW- z81k`y+U4ndRiJjRPwaU*58&-|KSSu_z1uzb(k_UPxL;?O?#J?W`ko`lbRU~xct3#X z!SUGr0HII3dRfTFxqLs_=W_l-wd-GCJ;=Yl8}?lbN;)g*PS5uZo~ATAUBvx!-$y&9 zf9Nra-Cq?o%F2Pep^YKc{1@&63M0DK8%T*(0?>{Tt;;80y)mj|0Oj z<3{doX6Fq8VeY>PLq3M`8F*H2*9D79kPl%!hGDuNC=llHW#HeRTSVPPfd7})8wJ9O z*~G8G`lAQ6kNFJ!F`pp}^-IjR2n*+EKEkbI{(TN=l z20zOVOz=>Jd=~p#Xc=rYSr!TBLD=8Iu+Z*NS7UCE7S=A4{r%>1epomxSP?bl0{9zx ze&?}m;jWVR=TV<6c54>3%N+&#C2B_u@rl}VLSysG$FTo#2o|+>Ei>MGg8pKBwD|Q> zm=zfY{*#{nQ|`UBzJ}|=5OKixjLP?rPoaJc_0&&zudoH;r}TVRAPoA5_D>k}8P_-T zclFGtzwbf5Zz6$fvutZ0G)r+Sz?lVOXbk!|#XTXxxuH3;BD0 zDSd=Nf6?AqJH2l&uy*=i4#(5TzgP}jB78dg4eT5Da}3v#ei4TKH_?Or+5LIJ()V%u z{&oJ{K*zM*c1V`HVLlJei-alOKvij^TAWBzBgxv{$7tpV5<>bq6Z&k=dO z0>B@lysYC#zs-8OUYv~Y&kBTF(R~Mo;s5Q(PwV&ZJX|{KgZ`pES^w(3X>b21uHQD| zoFA%5(J(&xSHf_A3-!sSv%|N2YbE~+#r4{FT^zRaZ5OaF%x4)6XU}81(n+!}Y6t!x zJvRHU%6GeT2)rle|AfIFX?|>n^R|C5#24fb>+ekbCCuw>HV30^f7WLIk3PiU4~c%n zTz=Fa{5P#Px6Anx>o0@8(tN*Uhb5J*fd1&;YzWi+WMRY{_qV;y=kfSt8|c#E=*guJ zPtgC5>@vMkDd;ljE3Sty&u2$&i#-uKQ}Vx1NggAkPhH9rU*P-sk?Bg)w)T7m^(x{oVyKs( ze5oDwCulEr%Joy$FWdt4TI8>t)vn;>i-LGP%5LtP;EWgfJbz~RBI%dCuU!9_m;-Q*!{!y!p4h5cC$^HMR5?im&=e)okaK6z!izjyuuZQ;`Fn*2xe14wIy(`?` zIV^9S+@s_?J5v~TCq&<&t3sE=b3SBb~=><;`! z{TcIO%7)-;Q+Pebv7q~<)SQd#yk8ib?^Sb2`3#)*p#K?L80d&|lw_oZne+l-7`aXVK-XFt{8^C^$e}uswApPTgMj1@`I127-BK_l! zyR5PbtOj`?y@bJE(RhXG=F$KCFm!|Z%&QjBWrm$sL<|C$_Gq|uy_ z2K5lsf5H&2kl&Nftc=vl=@0sZ`Z)PKBM zW!&kZ6|8JJOI&}Z`}%3m>{1Bv0Qo@}>McnBbiek7y+^Eo`UmRE^zu)Wx>`u?i=#ZJ zH^!fl=`auK1Ni)mu6;5GJqv{T8$Lf{-I+6Oro@3i!u~S?e+}3-I}_{$$D48Sh<;Ju zC#~8MKL|s;5BocH8y)8D<;va%5}c-lUH_b@1JC35guxzhJf{bvb(XoxfqaHZ`Qy~M zx_a88Gm!t{cr(Z5XwJXo3HcA+i?9R4EBrT6XyHFS)Cs3 z{cY11){E;W4F2n1%<|z`!;X0mRIuUxk1)@VSv#v|&2m`zSE>7Q*nc6tvz+?s^{`6? zdq#R@JxS?5{ip_vhj`9^PJTlVJ3~ArytvyE^YP1}9iN}$X672Y`yR*>_bY_KUv!f4 zi!hw$qkgjX7>4)xwcYTo1oR!(H-|9Gzg=|4``?o}0r@%3@3PRf?{gPZh*!v87q?)| z5SK)_Z-mdgxEKG>PYninq5p8%+pg7W-+{3IrRVn=*u?BO4)sVwDSdN$Z}MrBzsK|C zxt0}T#ncBd9{N9qS-pMksCL({4N2hfmN4iO&d1uBKF?jBy=BGHxjfzw2LFisoBKR} zRj;fx@E2&$bH88uS=71~Tm5@kzsD!Je$IPnUpd54^1dMQ zmoVrbj_)dSXvU|+J#b$N>(j2i=kEwu&=u?v$9MJlc*OG3W$AupP%31$_BUi+mPQ7cG|qiUUUfbAL*Z8*f9A3ukc8pJixjrt@PhX!|;0FB1`IZd$b#P&;0}#)o_ge*q>Hng_lH;q=70)Q}^O7ac z`frX4zAe!I4TYuiESJ=+I@qec>}V-J2*Y~pTVl|+AuTb~Tl89DxKD-rqUS;XP~L=r z8z?U}AFEF-^^NaQ(>)CQ39e`9&eaEMx5)GRbA);PTN*iU)|ly5XCvb`Wb z)Q_e2=9^#dGXnfC`X|DmPdNUv0e`DsOz*|@f7zh&*lKlc&|kFIWq15$fBLBg>%;Xd zD<7xz)ompBcN~9N-5A|Nf-%qUmaE6#Q43N6e~J0*a&6U~ZGvR^dCu|zac`&ouX#LM zUjKXj#nnS$e}MYo)^S1dr#CZUy|~|B)%9|hDvL+pPte{7v+vmps|FrWEca9Zdp4Bv zpD^@C`Lp&&suvOF{))9PC3&n`vGn%9su0N6kw2?e1f++y%7*{RpuZ&y`Q#d$58Hu$ zj9=6a`!nPh!|XoXsxT+_{I1Kve;|KXJ@3Ejkw!bvFI@ksUm4B^whkASFna!Y#80o) zg!~`*v3kPI@}-q+xP7gj==1r_PRaX%NZ;zIgNxU+bq9Xqcx!Z5)});_fq01iaZOma zDePaFD{(H@1$28TPOzz*;Jf0m> zK35CQLvZ~Jv;D-Hii+p<{_i0kp?(qO@nlV%UHQ+6t9U)YUG>qWg$_5NKk~=Dy~&+* zox`~N+%@)mEnhDA+bQzH{jiJ1ugjA23p@`X4El@u%Gz1}y;fwh_jI+5nAyYH9;@5f zE2P5xZs~nqVeMt>c8A6*@$;Q^cMc`59dw)DS6x?O=jpa`4(KcD6JfAFq-VW%P+783 z0jv+(39C9#yGKF7k4^J?z-qG4EBNa6XyQMr|Zr5mn+9WzJ~M= z26_k^duF|g7z6X6KKl%JzGI+qoab*0*RuZD4*PS|ch*ktX9^6n`!zo6FHQU#vY6+G zKAY1Q+#ex%9}e})C&YT<(-&Xi{0Qs6gtO&v;A?xq{7GpB*dxl%*Sqa=b>mQeU){HO z$C;h;t$92r4EBcn-M%l#W4J;H*f+|1d&=x1ie+CRzrgdB?LQ9&>Wvtz{F(G~huonb z6{V8=4CP4}_<_&w=(51-`IA(BA7F=d`yb=y+~@vyhqsxtp1Bp&@38;QxboNLHjBW% zF<)VrzV|EaGWML1`soVfM`&NW2C8n$e>D^G5v*4d2K_^R5$5}+T|svf|GsmB?>iyA zgrPn`IPuYZx1ntmUy?rTYI3m6(-pyZ7%z6~+TRUUZ4ci|!1;CuX*+5b!~uWMAMVba zVzyuQ8~iUD{gGcUi^MH=AA-IiJ${id#(eC!k=MKY{!CeuF;wz?5X#eEOXr@+*nQwH zkRE>ELPywVTupG=ba7s6mqwkFq)^C$kBRYij=dc*$T4#z_b`3~xrzfbsd-%S3!55fPjNgpE*H_(5SkN*>w%Re%| z!TBZj-!uDRa$Fw+s3)R6?O9ViBEwS)=tcSOd2p$7t3b*9J6!*sPir&(YHWabjrP3P zVS!f3%1(TLws%IQ#iLLCAs=B>MFdxcm|D^aQ4~=&5`3S>$s6A+FMCFSPps$$!?MDpugX`UY z%JA6w53K=H|FWhlo1LP0J$C=!Loa99q^4ov<^Lj{t_0{MH!<*UrmqNh7yye0;Rk&|R{Rt}*y#bf9?v6ju zAI|?VUIg4P*S%960r%^u|6`MyJ=biY9*6u4RNrMMKipl+>?u&gAy(U|jLR=@V9d~G zRVADr!hHW3xGwAEf#_tA2ks{bLw%6O&r-Vgz06ML7ujQAO+avp>lDb3(LN7q?l`|P z=^?z&jrw}9f1Ki~qgS{;J9trjTY`BekGF(DpK*M`kbk4RSUWq9I+#4<^x3X8AP;KK ztg79i+J)DTg1WtQA9HCe{O=t3MHtqL;|I;#RKE#BzJ&7yciR;hv#6G@hcL(w`4Mb<@~rxXT)zJez8=zhZQoU3&q!ZzPIuFl z%Da{5{aPVJGqomE`xVb;LN<6@ify9-{u=2$q@FwTz_jU*f6kH8!*D+Be-0fj+I@Aw z8}NUpr5G!p)yflWVZT3d`5ahjp9o?Rm6gRVSYgv?w{lOk7gN% zIo^5-{towV#}-YV@ATcA(|auFhlO=VBN!jYJC^#WT*cXe`;TJF!|<`6JRF z8Tp^Z^&?u4pCW&vREmdhc^wA*(SD+inZy(rw1NE$@-yo3vvq6ohr;`unBNfw`D1&u z+V**Magy^Vd_LOawr!NV3H!d1Kp6Oi^F@b^7iIrc;_)>4OoL~7YOY{H`EpDf)w$M7 zH}HHorh~$!Jl*+lp9uYDjOOIz>Hqt_zYr5@w&dAL53oO^=ZsUWT|>iX$Y(JBK69e* zs;%V{UVkLa{R_jae#`o^`T}9_Z%F@{goV#+tH{)+JOFHJS7bN9r;a|`#ZwCp2zyr z_tS)PZ!T&Te0|H~^|{}lJ6u;B4fz=IFV?j5vqIfLzCR?)<4NqOS;~L*T?YN3{!8sP zk2`&fuP>G`tM?Oz`Vp=t)+gcFU(;fE9`%thjF0k)J>~h}@2lN_ssHVh^@Bf3{?CQ{ zjYZ7w6Q7s0>MirYoA*C&?(oRsuq?;}{nL5pgI+@pO1=+*{3p!$MVR}m^ZRwPW&I@o z`y4N|U&6o-v^R$7{{;fW?7k(#^nYC8e5l^T6SYln{}TBX*LUFk6LWmHzmFR$Tl~`M zB)7*nzn|I9hEIq0>8bz8^(uMqc7wfP{uYNA_7k{YAk6by!VpjC`9kY2moAS7eMJ7o zRT{eA>NcP6M;O*8dBnHP67^L(3HF2jBz|Vw%$eaK++O2j_ngg*nyN5~`X{vhaKX@c zD%c15*Mw<4rNXSYz<)e{APo5g(vz_1>$$#J4&ZN5pA)?1Z)!K_u&4vcJF!ia>=%>H z@cs+ZOPKR3F+07;RkJ_8kCIq_v)=LR131q>eIg9^pHP1;tQhg%cBN?k{DqAH`MYM@ zfj(gW3#qf6UKf`DJxJe$>$isocDWApqrbVhyJOqK`*V5!i+7WLf66(@?ekLC%cXiL z=i&Q`IA79zld6!>9?<_kss0d#{13+`ti@#!TK}*MVOzzUY!|YI(N}men0H$pU1Q7EuV7z zx#k}AzM%IY?$55R9Wuc^QSyI79RHekctBRnDiv4d{nGUiZrw|vPfM&)F6-M8w>FTq z`UfY-ylRPoKI@hk{4egW*?jarQsLV3udRMg-wX9&)Yt1r1lG>>o3|4xCcS9uEcb%;kGG%h8Wq3xF8CXqKV!H-@&)Z9@cuIDAH$wB zKVhhkpufl%dwX0~W&_j%Q2vB@e9Ty~v&WfvL*aWdG(KYP?=r6YWqe4{5qF^TQHFKN zJ~L-{cQHAAljqx+o`-*@jh4KBf%?mKgYj_D}8LpU~bJ zHX!;4^ZF3OEWX}RIh8BwI|A+>pgitOKbf|-NCUoKh3hBG_4`i1TlQf1&jt27iV2LhXD%cGuWoVBg83fqq=?-BZqO z?A}WLe~b1^nA^wQE2?ovIy*x<%9k+Ild#^wFth)At37*q3CfqSOa}4ufraV#){bVNFX+z+!~FPuJ7LH# zaJ~me)z*47599n~nE9s%aT6P6O!k5KkiQRQT}RbDr~-cCdLG6n{rKYKuliVKhLm4~ z!Cz5(-r6w}@AU!uK>L1VJM@HA{Q$ThjPpM_zF_G*odJ-aq5phzqxk2eF;!6C$M(mz z*UwLNng#MgdwA?{BXMJjI@lw%`(NL7)>CrcL^x#2>0#R?-Ra zMi>wE_eG(@3D=|bP=CPrUsONa=UdkR^izMtifn(KJ-D4rK}ozEJAcdm>vHhfRTHJF zWZyZ8@9sU7vw?Vv;}HgZM|yH*Ecuw%y0uCXYY+YsR(m^-zwelH^lV_!?K5ECI6quR1?$^sKtV zzRxMV8vFf_$x3H_{`6{kFOO2?2f$By{(RT+anpA}ev9jSg&5?6{Cur=@TgaB8-9Q7 zwfe@!?|rw+8mJ=pXX64f3D&$`G4V|NObvSFYLhnb%YEZx^kfJ+>3CN98}& z`M7qty$ah8=KuDyTT|l?<6}NW7~&1iPZ;7O&iCGFk4D|DZLnTkKf~;P@%s}Fqt665 zKz$YE{b7VsZO$!IkVm0ZUJSpc`;deo9-uuEhI%UMCu?`4`%i@7`<6%_>wk>&^+WLf z#S1^Jhk6Ri^Fvu#?{Q-^z+WT%1v`{&oI*srzFH8j6!0lq4BtD)^%TS?-IXm~2>U~{ zH-=fhRgh-UnCbTk^o7RD^^EINaEYIX6nxcuXJy}opDz{sKJxfhlN_91puQD)x?ev( za3R=(iIg9NVLUv~CJgq0@uV=m^YKaH4*Wi8Vd{VpDlSgYAL;$rN=C1zrY`Uo`Ta5Q zd7;`9FKGVqmcAba#x_!krI6-?4wO(SeLFu?u8v={_J~h|fqL!|Z*V;)L=A zS@ZSaz68pTumZbJUR=0sgq-?5acB1Yrx$bG-Si;;!0|qHy7@3cua5nnNciN?+-X`I z+$SY}@M%p(^XMg#`!dwubC2qs3kM-TLwY}DAVV7Y({bZbv;RqV<+sLguy|QIs zKZxUhbGXzzB=r%{i{mpKPyGBgxsCsw_BWtjhyL{2&M8e=Vfj3N`BrMICtuc!zaRRo zYRKnJzmnm9<~ToLSU=8J(RyO>`mW<)e~9a?Fz6Y3v17b=c{p@bl{p>Jm}*;82mlqfJKLQWfXzDjHUWtb2eph zp@HOmQlzgo?^{v6!eG!R#C6((+8+WjV#)Wku)b3l^YVM`_ayLV)E_aA->f~4^9nY`oN4Iixo+JW# zQGWHa-*4jmhL(4JEa&^T`lwBz@{1(@Q^foJgkisk_DC4M zFM;x}|5VT^O7!w&eTi?;Vc%2I%wxexZM4`0&3N@(r{HY6pG7_(vG@ z1^LY|tA~D1)%$b0eHyQKHs~K$c>3-<=mYwjhT;C*WPT??JVE*!E~cOFb-@e#502MR zx3cyMtWE~+h70iy!~urgC~zyKRlllHk3Pp{SiF@Ngd|&`3~`m=sh&@ z@!3_)uzng3F?`P-_3g*;Lq)0PGT{I5{D?5b8|r_mf9LUa@i1Rkq#rSihxyqL#E>7O zyc$I>gzSZLfIm2XW7o3t1!E-qB5WFb)nxEvo^LeHEcq+MW%B(@G3{6lK+pQe4A{lzyIl}4D;iCV8Wok z7>^0Vc{#3^^=J8NQ-(pQBr*&0wUW)WL zHDp~(_@f5#3GvS{))r=M9poR8y%Pp|MSJ_{@yx(_`$AX`j{mEZ^NC99LI1-8_MERY z?FaP(T+gp158k=2sfF_~)OW%#Kk75X?0v%KsSe&QvrNFB($DdjDvBotbb}M~R)E{xL{dohH_WdM3*A zkCm2T_uunG>^$V}<35&CZae|~$Nb`N=^B~MZMH+bR@z@IBeEWIyy-pUM^btiX8DC! zX3qW83x~Ea{T0hBADdINQ}X>1>Yp3zc(C{`J5LhJuFF~8tA8Hb--~6V9j+)Bbb)w) z{TXJ@%O+m7p72PLk4oh)mQxoUF)y4A_AEXBWfaQ6F`^WyR&U;UZGE0Me z566>_)EL#aLtmheVGlE}tfQrNGvFP>oTZ)8sy_R zpOAXlB={? zxc+wv;vdehe6yXpW{4%%SCwVi2U2&H0=>8%mAiL7{OA~_m`n0$t*m}&YSSxdM|xU& zRlOOf5_QEFxaPIOAP#w`hV6A`LDFz%`nL89}M)O{?hnh&(e6s`on!UlsC1r^D@>B`hoN_ z`k1^~|E07ZHNEtjffWP69*`eu!}C`6+TIH6ho1M`aBK0p2+$wY2Q|Xc7_Y<()At(1 zYJMksk9+Y2<{yOXCrs!4yq(S`#A*fpnpYbif_+Qlk65j?Vv~i{0G2N@%>5a)1HVxo ztUvRAYK=pd^)WmvIFWv;FESh7LuVWJe{JV#CH#sigy&IT+6K7zJJpIIzr*p`^)R@* zV5U3dC(?KzZWnIu(|@ox?1zv)?NSuyzPahHx`g=O?sGw}F3U<4I+DEF&oDjJciU3X zC-irO!T+PY7^d%oirXhW`D%B=0pySKcTg>Eo0&fxq4{L?ppZ39u>V4Tp;_f& zmo#7_)GN>)w6>Y;dlq*^aUSW5){c9B*4bsV{jXRn?e6c7HJi9SYg@Y=zkjzB^i zD{}IuOIf@Z>wMC)s+>6su=M>%u}=AapF_>#)rR7Enpmgdx@*U5MfQG?xbrkO>pcBJ zh-YYTo#*rot9jB9&gaozc3!3SAm{KyuutTF=bYWQ>dnewy~uyUeE!bG^K4YkJq7)h zp5KWH!~PBRg|(Lxe+aYlb+N8tAHm4*lw2^)M;P)goL_fS^egSC47Q&Z>+Y;N7^JEM z@ecW?d$s+1^;pUO%8>uMCB4!P4*CQ2Pw9S9%rJegoMEU}A$_c!>I32~qkUEmA2&>H zBKh+!rTuJ$99>wy^gfc9Fq}W&d|fZ~(fw#%3g;n64`FtnQ>@ozYT(hx?yWkKKO+qK zfb;8JFgqyz@P_55V!ex%)xUisRmy1ndhcyC<*sai{0#jA!%RQ)O()zA`CSO|h?Dw5 z!l19xd{@lc*Zx0D-)rIRNwgmQ`DWQy)9%3cP;ou_mxdmjx&JzR4+!-`|M`flgNe65 z-Y6ga#xcryQzh>||AT=Ztwzr*(da&=AiVZfTc}4pbLp!d=AaTmHddob>XK;MN z5Wi7B2}8by{)8~+AM4Nb#o%s}*XUeBc77r@_+{H|#K`-QUm|_o)m;tc!!Y9?Vc3r$|BRfsElYkr1^9*I8HKOhdp0eE^VcY{ zs;OqeEjVAo@r+&uy;sXiH;`e>T#=i&e=y#|9;;(dn zDmJkmv!ic^seHXA6Le%&w;Lo!_YcG-skNGsrN4l`()~TdppQ6Tk3sY2UMcPm`47_H z1%qg_{R4$z5Lf@B#w~$KLF|JW9P1QpiLR8M~eHZi#peg zNapdsZ$JB{yp6{pKS2E?4BY((Lq3Z1_8oOA?o6(QJpCU--1mgmaVzKH5Z_Q9ee+wn zHQgKr?_;3;n(A!0_4k5TtHZLMQuz=D`}+6~J|=VOADknzsU?Q>xV6L}kC81g(2xF> z#s_;rd9wLfJTNsqJG`^)2CyHDCxl^tg#2ZA3ay{@r~0|rbgtH{$fal4eOR&Sv3)y1;$| z`PnZmK5zE#Qs6%F-`r)#%`b+7!G2Lc2E4Iyn|b~|>^~3>9MUgtj#i~W^&;`WahMrd z#DjmIUq}3=c6L8Y%=$C`Gw89>(xS3z&=*|);P}G*U3T06`69mw^ZaJ;<;Q{3XQo4Z zMt^5vV>T>w{vNP@{tEr;@Wv{oC`*C8zbUqoo&VWhEO}oG z^B=;XU-&#>kUx%37``Wn{InXV@z;3MSGW&={IHs_#8^qY6X-YQa||ydc{0rQCsxjh z(_YUo0DhvsvAT6Qwd3Gw$oFZyjMXDXPR;;-iu7B(RiEv!ung!${tyOwi5_g{@x{95 zi`q{|4#WFO$ZzW@9_G(lH9>xl^I1oh&Yf2znIFfuzPoH*_kAHeU$qf}%GC~4!}^gP zo9?>Cz8!yo|HbiajMsDsyk-dg7x$+&y(;3p&y9w91kz(OK;v*ysSC6tKM8Ytwy{|= zK4fYfd%sp}GgsLlXcoUOBDQ(|`dDs{E^z;0n$$iRj>7wBtR4I@`b%nuc!~N%7^oro zaXipxT(AZ~5Zgwi$ydH^hW9m)zqU{M9Y}G|5RNkX z5ySsk(f`@Lh;O)Q8Uyuuc2bGz(9nL~LK>sxzF*{Ebn8*)|_#Ng5@v5I>ev|dJjeS}kLH>pFn?$VKBl|d( z@5fD|H+H@J%nR;cQ+u)IkM85e^Qc>^eUje}5_1 zEAo5Bjxmo#Gbobd`i}ig zS1KH@U)#j|05s__W@Dg2=n}E=Cb520#QfRXHtD6{GPf0NyTn^ zFSy^0^v}}mvik17dC(vEGpp)V_;ts_;E&MXnNQqa-l1*4j71E6<<3WGWzgQeAxh^P)2KiBYwbklH>7}qA!TN{= zV!r>i)LlLJ+LOL2SBPJh6M9T^UL^j1Ma=Il%VS!W4X=ZEjP^ws#zTKa81^H$Ue^AA z*2kU?B0SqrwPfq;w5@?e{13tMNDJkNRT$-;;W& zjorZBu>MIH?1%cl3)e`Fx(oY#>_0~(v-|IPtAIZ!&pB=_Bkw(T1pXkND{IJ=!jxySC`EGV7;{sr6TZC&3x zQ(6JmyH28Sgdsnl)fxkT2DHIxs(j_>mofduHE}S6@T9k{oSJYBR9Hk>BH``3Kpg8 zOqGp45BXlDu)kZ9@d<<8LlkRS4I$^6j=`kzt&{XqT^=JlT?Hkbb;p3;W( zA-|TaG^m;#A1PJ9`fs-Nm^^hBd*4#9gfOeuEs6a*th~Yi@++KgY5ifNC$EaZAE3Wl zW*=6oGd-ByM-eP@o|9EE_dB0&+4{X_TyOM;c!2aTi>_SY>L&~PO{8a8c8}aYPO4C! zM0qS%yjJJ^bS&5l&c`s@zb@B0C9175g#8P~)8$K@vnR?fh4)?Q`S5KnbDf-cKD@l# zUB1>c0{SC=R>(M5k5Nzu`f$IvLTgp~qGNC1eJp%_MRV5eBqj0tGKg0?EuNv(V;<-? z%9k*^PbOGd?R{>GttFgiQvdI?W)q>2dNrvi7I$ zM2N4r9;a<4XY~uj-^Zi&G+oO(gH<3O-Y=oYiExLHbv36^s*D2F!ZB4=`kPph!>5}KPt!5VB57D1FFF*F~-MIhNmz~cai{8219rmk8 zzjM)%yE4-+fj>a~UDd&|LuPy#&ktAWD8-DMqy_#7?VB*f1FTOH=Jv<>v-rjETbgf` zOJnLnEd|hL^nVO9eO~2f>pX0{`2TcKKUNidmiu||9J>!EaB*n&CwX|B+BT90VIGfN z0*<;(b`-($$PbsY)5AmFHv+x5Uf1P17e^jB0`)AM-*ruHy?fAPzW;J9ds=hs=LFy< zwIk;CzS_T=s`ZFRU@u7D>Zd2NZyxi8`H+8Zf)`uIHi_@sV*bZ4JI^5u{;O^O1td>u z2l=2rx((hiuw9NZjF0rVt@krBQL}~pB>Drl)YE|`KLWwu;`-b^oqPUMD+TNY^B0Cg ziC=4!-IGrKyCh%Eu+2D~a6bz;&q02zvCXvaJflC1hw+Or)O*{u*V6NA2P7t#?-s#* zYV-$dC+0_XQ;&!JP;ZI;ubr23#Ls6i+;2wu)(uLVu|35E{5k69y6<;xXFh8O_Ji16 z*r@tt;wV@z`ZL0i{}I;9D!F#QmqITZ&waDb^96T|K|hhc4ae1!G|sex{y5);@}Ps) zC&}@AV?)K~O&+&WA)oFgp^q@g6YB{Z9?!eKd5SvtOROIghWZ=smlx z@mal#N`MxxPi}laIzmJH9lw9Fv0;n5uH99zN1_KY#B;O3ewPJU2vT_vsZ|6uxlu3%H(n6g)+UxPiN{%^`({-53gFQpm<8V@n(=QIiZ z)DHU9w>1X-OYV~ks2%c2^iPDLKHFw|@R#VHHWfcG3!H7m^QX=B>#k>dlmI_bKQ~7u zJ3HvkVgJW1*nDBULda=DuwV2~UMdmIuYEnCKd#qn+lI*p^wz?7=r0I!ePfv3e-(J` zn*V*7^En>hyaETt-II%f`ikUxXad5#zT)-DTC^#o2>6ZqN0{F?@oF5XA=~pM$iGR# zAHtA7V11J?%!lhItW?Lwqvu(DZOhOuJ?;(K0_#KmZP~Qg^42aPr+3Tuv8o44O`#pf z+p17^D1K`ioF|}v-`ZoD>h{fkV9)5Uw?-+&_5KtJ^)$4XZ36ElerHsGUgY;Sy{|DN zZ`Of4+hFh))IVmvhy3&XkZ+;?-WKP)Od-Mt>i6hhx4r!GDs)LH@DKM>gh5_y+JT?Q zKWc}31+n)L*#}nAR z4VUUM2cAcL^G)>etctGU^*P_)f{@(ByLdkA`$tAq^xFv5gX{CVUK}5`M0|dX^;d?M z(R>Wk|M3b4^ZnU&?Vl6no2?<MDZNM(h z&s}DA{ZGmNR%H3yuGvFp8Froz|9^t^LKx`7@pktOJ0f_b4Em1p*gfFk9;3qPawl1P z!`W2^eNMr7Cd$`eJ7~%giyyF`L;p<}^b^PPpJ-V$y0MAZ8~mr89ami=wts4W`e?N% zu?pgizQlg~8x;F(E4=~xJDh)yRf_Vusgv3NdkOaBI}VRIHJjVto?@-_-7Y=n`++^p zfp=9N$S5tO@dIQ_mgHV(5BV_q_kdeJMeRzxxc=?!>EhD=t23`B6Nd8zq;Id;*|q&Y z+*X)L_O*9G=_TdR9sIuK-Yr{lD*eRgd#GQ5vY`$O!fygU@w|sH$P@K7uuGowgt;v| zeg%#hvY`FlB&A9zJili66WJTX?@7M{ox45o>r?^bqrC^d(LU=xTl{}hRucXZ2L8@! zjbT31))?fA^<(M}{vQ1+dp?TvoiNxR%7gW1^$UhszOqm5=vZBWHrNZ&M;Pvl6P|iy zUEdI~{q~j6vkx)cPsQ=~%`Y-D-!vG`o6(;z%~8F7=>YlC(;>}dWS z4wIq1?tgSt)=qO5=m*BP1Eb{HUERJOJ zfS<;Ba8fkif$GI0uN~Bc{UGW;VMTghR>0cn`#=n{@0)VW$NT;=e{X3I@VB-SejGpy z@E;a18I4`xTl}{^+MGDgAFaV@_XT(c;Y8v zXh(VvS;!fO6*uyF>7kwLox|1y!}%D><51wihTD0@!YUf?(7x!FV$)NQU!wdD-F#Ji zc(fPPGf=*SxxWgTx>t2UiTHcK*iIPgS2#amkRQ$$@>kzPXM(cSOOhvHg$slak6ORh zwMP8^qnO_jR_sImm@xPEhbx|5$kcEJ`@{H681xV4Km5zqe(W(@sF&b+LMPeIDxLn1 z+gGURzxc$oD#*{#Ul0a=h0llX7%MoIR?Yom=pH}MelLbWJVtqjz6u-2d%=3Jf5f;wQYSv>^Ll@T^`tw=wTYbGh%1`rlXT`o{TB6| zFxRh$kLhc(uO0%7>pe0){J|!heBd|opD?Tk=RY!MNU&=|Cw~5QB;s2@qt7|8UtDkG zM5BZAhD5;gNMGdUikkCB#P3U^ydt9l-OXgh-}A%vC}H&gJNLa1kMVw1R7jYG^sT=j zA8OB;_U)cU4de$%Pt>($jTc!n`TC=(f>#H-c82(k{_m(l>XyNqQei&qf3&~M`hyXQ zJpLcuUtwAOUQ50=t>@@TwSEgne1?3>LSjEhuXVWb_ey_W?>qWAX5;sQVAu~M{n7oZ z3nv5n;gzcwG`_?5gclf$^*%fv;t}Q_|4m+KIs8Mj9Q~iG;J?p>8m28SydHOK zQTeMz`)#tLh<}7d9;9E#$_fJZo*N_+C5!T5*h&iPuY@6fp?;y+=KUz_=OzDez%pC})~-2b!jn0_ALy85G1R58Ry)DOZSAJj+I&hm-l0Zv^{ z9Dl*j7mf%2EzbK^&iRDh9m=DH|a?kSV_5kb^^*Po!>bz_JQ(&*dasCy{-}o+?$@jalh{2zr{hgfB zJ)>*lVXi+XeHunpZ4QKd1??qn>B2)tTHGL>pneeM{wdDc^Z4~a>3~t5ac7MKWP3m6 z_2{@4FM=FTssne>{uyTX6XG2w_fMFj4fQe1zvEwzDb5KON2@j%eWZlxx;+oNt%7@m)WOeO#5+$ZE3xPr3y$si5XXqW*=&S_g`rI`~Cgq+LnVpBfn4e+Eep<`(v;N zY(F*j%e~=Y?jTRB2PMrO;JtlI2(J$%#jidP719p;=`@Kv2?IZHyrjG@H+yQXP{^lv zo>X)s$E%%KAE^ED;jz-E#_{_x$>R^tDs)-^{sHreCl8{SfpQ$r;ZEZnfG4 z@dD*V80@_bhW!COUy_o!bI}#JAAi3)Ch`WBeiv`3CZXFyBA0c6J|)FudP^>t*e%9>Shy_1V)K=7$@fp9lJe`g;0k z--}yg#qZPM`ct|GgzQ!u2KAmn5`GhA|92u_?aNtz<2pOv)t6y?IDg6m9fbv9e(=5o z;xm&2Ke+7nS60IX5|a(1aU$u-`!aV3_5z=QbPkyL2r8_(lDng7Y(m+s1hnfc$9u4+q!vt+V3$ z*K~u(J#prHApb*tr|+yh{9Jl7^hfU)Nz&Kl2^bAewt{sqnTr&LwUW#`iRFPOagsFOGq{1L`4!r-sb z{}bl>C5Gw!egS))#rq2jr>vRRtsLe<`Y-HnDG7NQ%-4S*qjY!JPVx7^kslYH$aiZ# z@(uI{aptyH?f+cs!2Ky<=#S&EcD7&2JR03S=Up^BkNX>jQ^+4M{D1hdP%55W3#CH{ag z*r#@D4Dz7osXsfP%)UAPZp_3w#W<>0X8$hO-gCeNc%PB_BL@0V->Dt)Wn6Dg&zt)< z`0VHPjGW=c3oWw;f&5V4b7n|~)`r~xeZuE2MaC|&6;*P7aj8;&i(hx~_b;ivPDXWk zjSYNn2=Qh80jt~3sOR}P!z_MXp6S0z^~7<=Pq98u7~(nlbHe<*=W_Jt*U!9n!2M*j z=gaY1Z*Fw21b+3A@QX0`8=W?|8yg?{!+8Ymr>Q@@&yMn7&$If$<*$#=OUFn7KX5%) z#<+b@RIdg9i28HoR>v#fy<HO7|!4>fSJI;4C z&+O}JYfO#m#>4xIXs@{|6u+)Kejnl?%9Aj}FO*;IvBgtjMv4C)5dBYX zQT~M!X9U0xHm@i ztUs$i6K4NMA;`0H**+rO6YK@;H_tw*>F(rGsPAJwL>TsWxSqTZ^GBZCd71ls zpZ1Brzl8iJ%=3f1pQ>HL!q&ll0P{z}pr5$@Yui-a{AY{;eqlX|Fw~zg-)ETJhiCoc zX}zqSzV|O64E#iTuN5mDmwqgkFVc6t%cRrC~b zyq3_o59$xp{^McxcJKe)A1p)+`h@crwI8?OoXskbAIgI;yuXR{jH0J&*N^o&3ig8W zg)rww(XZO0W*x@}=>LiZH@Z|${-`(;@(-l{#)^e~_w;-U>&N+S6z$q`rM>ujs?`1< zwrjh!Q$ha7pW;!&errWquwduO13l*FD1!}{?2 zmoVrL-hW^?mF$Ty$P?Gc+E=#4ppVE;*3QnW+4F3FQT#UQv&WN%{Jwbc7ynYtH>QB` z`I`en)g~qUg!LjnZVsPt)X9H4V6^v}Yh@xTwawxGbJ72ljEgPx-0=zW4cz}QO#iPT zC~^2T@S$)Z#6z@K!XPgkzvR?@|1}|E`$Tz`RQ;TLrEEL=|1Yk$RP9LYoy)%R(@Fmr zX7wP#a32BrUphqp&dYH}xID}DzgT-v{UGcoFrJqk+}vT#mi9dVE*I3dzqVp7(1+_U zzhoenpk)pI1?ejvj_cUJby(Me>{$kP<@GrQ2!azSh&#)^!f2;F|x0fcq=lS9- zv$J8^^auTU z#o`5`A$oQyt4W>}O(|*9mTrUfqW#_xjaX3OlK}dJ{JN7+5#n^k1pEckU#WfQYvlaR z{C((3-AGllg=O6TR2u8Pj;R{~-=9T&V)zAnK52c$cBAP3^}n=q+nhIskdNT}cYF7o zr&+#?=ZAN7K36kh98%Jb3t zTerR{Nf-a05$ePJ?f)g|UVH=fY8<~xv%FKc!W@_n?Tawv4`|O-9{Ymxbn`(T=s&Ce zrM}Xg_#4hIaJ&aP4==3s^X2yQVCBX`ZzspevHSQBzATvZe#J{}j}JS9o+t~}CfdZaw>&~vrfkWV8$ z472lh!jS*qdLKD!-)nzxF3^MLw~s1I=BC=b=lWY+sH)=iH-n$Y5a#i=`ewar*PJ@mF~0FU_zUDmO2y_2Rn9u*jrY7UwGX=P>fc8Wf?n~qPp9I~yDf4R= z=r`IU!|Zz?Ps)Z~l^?gA?~kAMC_Ag!oCxs;*Z*{o!-Y<%3!y%a>#ZGo#Yo0R74)$U z27ST#YPSu@wNE_&^1=CPW93f#)xOUCWo^!x6tBi+SpOUezZjlL{2>hf1?5i|zCS?Y z7u>dd_oFjEFQ|PUwD;!GAN>6P+0hR>CU)}%e~jn5grWY{TQVPExF3xEi?y@wF|l@b z|MppK#&-j~@31~x4`KejhvyTmVm@tB2K_>NBFyivK6m-yJA9=p_vg7jnS(sLiPWvcjl9E8Uyboi<%J|9MYy+ZuI_AAjQZtb#R|BChYSBSwL zG2bB!{sZ;lwfgv>h0FH}?1(;)k{f1{QfJ__d5LU zi;NNJ;C~38TC>>VlKB27^6T|2L9FktyIlX@OueTX_QMm_i|culzGCks(*rOb%ImF) z)9G&4^Wb@m|L@Ei$6BucA+V?Y-#dSs_S45X!1@MB^ph|=kN2S%eo6kAVfsI9!TbA4 zwkdr+@%-n5+|PMy4!?nTiSgxwo8dmi&BvgAhV*=>UGdY*=sfJ_ke`G>zmdL=orKj_ z*YuKM`NzitZ>m#28$i7c^CQCWz5&K#!k|A$FJbPl2!lUCezNCF+F}_i(w~oa8~szA zjMO}(i5|qj57e)ZKRbUjA0qZYxSo%{8#g^SS5`A5`s;d+shQ*}RAKk~>rOv89u|00 ziJfoO-Mpjx>_YbZb-!Xf>Br}R9tTaj{NnYU&mmvmX;&(-|1%SO&htFmFC>KP+vktHW#j}} z{C*H&@E&HDoShVuPZHT1wr z;~4O#NdI@!q!Y9Ixr01VpBeTf{(cV|I6bNB3^-p$dtsQp@BTfex}D+ph2XC+KVX=> zzge#|$M)ANCwQX)>902%c{BU%NuUSkZ)o@a!`|y}+5dkF8azzeYZur+JI1euN6!Tl z_oje8B7KB`pSb=;m7vkjXWFS{QhTFz)ub~XAHe>Q-o`mC7u|i&g1%G#;^c%e?H};* z8xhNWCi)0Nd_w&q%-`qzvBP{*QJp9F3mmU$Qleh?-QG|y!}Sp6{B4@jq%X2s4e<}x z-+U$TYKJom;e7zaKX*=@Icc@npX2#3Vc4G`{S34E?$1M(_x^{ujvbEp!goh!X_m=oa!mxhS zch=7Cue409Jv3N-3B)JNA6kwHPHGq^!u|#M)ADoj-}wg|!G2Jl|I{iGV%`X2Z-K+Hde z!JkX$V;KCegg-*5;>Jj&F%uMMzbKTR-2Ji8^gPS&gwhsJs`3=SUnkL5p>)iTey8@G zg8u`M$d6&@FNr@w>5n_!$aEMA`Hn=tgwnq+DxY_p0{NH3-i0!q-Ba)W{t5I-INEr4*)UNaMZ1e#yxG#zPl0(emyHKw1x1!;OJ*v-G|EDj! zj)svTexZUnj^5kNB+qB->6JkeirPfEj~u;XYJomBen+TW6|f~U zyb|_%_`HhQ#1HCs7Qp{0;e09^LzK#g@@Q2F<`vi9g|(zW2;9%ddp0 zwz>g}TMj^fTpz=fFSB-*?+8`b&#pXJkPrI-ONo9kO#V`+cE9||>7rq*elBcxV_wn5 z?x7;uj|$aoeKihl?g!(cei8=z!TAZZ{EYPnexUub{?5c-^%F*+5uX!)zce0VZcptK z4;dc(+z!t3kU#BTJw3nMH44^iE}@^{k9c21NEqnr+`1j)h5FUL?z2y|(RI&^Re}^ww6*UFo{|`s`bsX-nH23Zr*zcpfIu?zp z_x*Vs^dIHjDa+}v!t^O{p8?m`DSw8Yf9W-d7x;Xq-y>SuztV*B&wdhm89qt$X>^da zyOrMw;y;e3;bI?C7#RfmkI!qkI?vC0Pz3orVej!D+jlt2^;P3h_(#XB_3V8wVQ2d^ zjY9`hp}vCh>RjRWM59~>{Ewu5FJw5D*4w!zXM4rzso>v{Uxc}R6Nda5`O~F)r>Fb> z#DcurVECRI#+xoNBNE-iuL1x2OV+EY-oMx=O%3u*TpzTYIJH??izSg*o|Jp4d#O~h;wG7NIw%g$b`j7n8DxD+cStQT$N1;|@eV4Iw z-@$w+->wroeq2#2KF>%0OBn16=^+f#A#C#}KvA^e(Y4XzY=!!D%fRh zBmRH0Ark&~JtsV(5xfleiSq0ErRU%F_pk8ryD5(GIWB7g{ubN2E$fpzN~Fx*HxPD< z9&I62y%O?k)Q|2X)w<0apAY#4#>?(A5B0s|t_=QDQjZf77BGA0zPA6o9~m~R-XM2w}jb#R><&6HXiop`b+KXduPI)kG@Ro zcp(hNL-}dX%)Pa~Q!Lm6>Z`Vg?8OX^O3*i)pD^$P`K?_df5gQ_$o?-*sNM2>%7p{n z!T+HC_CBa<-0^QD9zmOj~pES0|%MXS5f+hM#nC-`fgt@-y z{OWjNpkE@~4@LTQeoq;{>6#s@w+Z{$?{XQvYbvZC^{=nf(*J67rJ)`vd7o9tFx8J3 z=Ki+tmq3HOukU$&(zmIz-XQNqz#pWypMqcH;9X}pKl*(L*rlhv7xa0cgnouuzSRHc z{qM=gZi0TGe`Giu?^6m1^ZccMOKP{^S?-{Z29ogxOgcEC<+u3%E^+_Ba4PvX!k{l0 zj|jv1k^iin?vD%E^HiVV_$|qIfbsIQ!-pS({h_=E{2J3Py`e?fp5!|)+kaLEVK~r- z{%BCz^3mQuvp{~xpFx*>D`m9C!g&ko>!8xI@jq9#o|cKsuu`yav~eaDCb=HF1D^DE(y$wrxR!AT$wj0Z!f>n}ZFdV1u5MDje>W@!GIdeBTTE4?isGanrRB#zTD{-V%~rVsV@6Ct+4^7U~_*AKqj+#ijMPJh!8 z6lA>?+<(XR@4`_AQ%C+3%mIHJBcY!#*aO-ZVOAgI{h9w8WvFFYrYJAFo7Ok#(Tp3{ zz8nI6A^oFgPgrIw5P#3#Q8GSZpifdC5E6!X)ds_Q(SK4q&)3KJ$6Oy=Fb>8;{*T>b z<{z?7C z&l3AZKH$I59tp#Ii1pR-eO-ORU_H2A{cUC%&pv0sdXOIdIK`cX{|q7C^pUKeFzA=$ zK7)`j#B=o5tUZe4s~>-9o6#fj{XUex{;iV90mlZz{HU)6!xs+;8=D6FM*B3FrQ2uu zxy9W75r%g3p9a1`uN0fk!~4L<55inO4R=(ZITh*z^&;d4VQ!Cv+4+pnFg7sqs8vrm zA47d1%=ypS>HZ4q5A{5x-!S88AJec^u)jq98Q!!R=W3S0{WD>nPZ@sgIj6Dc2ESvj9|1&{R^}Ao*E$(k740Y6(dODWXQ-u>^|2&@2btK3S=`qr~ ztBjY@p9#us777iG~ffna|b-zQ!{{KCXnDcjX(}ma38;rR>V0Zx8%M@L?4)KqcgMJ{tr|kJt zl()Al{NEtj+mthl&kYg1gYiuy^bm&qDdq=+K_2vc!=MuVDaMd*A)cx+>`__lUhua# z-c-#k8Sb}7K|YH4HNy$4eaxRO!T*lK`cOZnZfYJj+_szG3*{3Gef2;BQ+gR?=u6xY^ z@PE?SZoE-&w#27S;R4y?boFFohgZu$|IxoqUzEJcyw;4%d-}r-_wzchhI$k7bNcU` z)I;iPc)T>39NKa6;AprHh4L_Qa_p3J=RTZ&qP-IadqICm82EwyhG9Cd5VHPs{>kxM z;s@)WLF+NuU|jE^@DuWFT%U=zo1BJG0Pu>XIM@0|qoe#{q52!~PpAPoA2@rW?& zk5FE$KmC7}(B!X8&8_57Dy+USL+9JB?)Qwq-q5}Y!}%4imoU#i7^e5Pg{(iT$IfW{ zxU0*tYVg;?B=*4Ys$9#AvhS7NlRlV63ObZ+wgG?ETQVQRE~M{-!Tynd49C*?8D{kc!tnhj^iQV03T}qa zGUxSlvv#Y8K0mvd??=r#9~0i}oW|oTVc1WheK1V#9|_HVOLuBNst)uG$2V(PXz#uF zHSizxbEe*}SvRD2@O)_I&gL!KW(i?_)R&pDdUr#+L__|8`aY{mfs#V_d@v3i&wS3U z2OgVtf_>#z%dz5XrvoWbi_!lIXK=I$b(Pe`|w5p2$DTHQuRBvm+qCB6@aLJ}TDf1oYy1ED>{lTZS$!j|+GN{J{0k)@)f; zHuMLqANey|Kea5GNg^UtlbS-y5?m@?g;6IvxWy4*6b0Q*4sSiN7k_4nxz@IOeu)z@LV-mT((F7|Xr1fVc}vuOkQdI+Fx~eRT9@za>ASQ&?7z?-FwF8#>jvkYF&dsQKdxua zp@-uW=31+=^PV{oWrHKe{I8xnC)(EEVfYMguX6{s%=!7&58^BGd)`dz_vsVb!S|3t zB{1CsmDLe`!@`vErIB9bR-r}xQ(^K6^mZMnBgp_1xZ z4BsVxM40oFFuR}4o`>}z|EZnp3wxf`ALjl1<`Hf*6YLlL-TbB6V>J6oLH!K%cYa*p zx27MTxcuk0JYBQQ^)J_Nn+Yr4SKoTg&c}r|o1c2Fdm#RQH>}6mk*(F;q_@4EZqX6KfBm^)8sS zVxQA~@%b^Xf1&Zr?ele9z+Vy0j4Xe%SnO{Q+ifiz{V3@s(1Z44cjWun(zt8j4{&_D za?RX+<99>0PW=hrA^PpAZuDr_Ea3He!mvNU_1Md$ms`zQ0`&=8ue~58^Q%?0^i-0+ zeecwcJ~wp*mlz&!>FcM_li)rs^51^trG9fduT#j!`_w{)ODP^ROz(5>c6Od=U+o{; za(AD^XyCYW;nPpRehb&XXlh?m*MvOSA0d5jSgb8~aPcP{t?^oNT- z#2C*yU%~Ew3mry!mbvt>1pUJP4kJ@{yACkr^>2r**7t5z9|nCz`8gcAt|Q~Q1M(B} zAB5rkskZHRX??7JJDT62RxNZ&ha}(+u7Al0X|I###PtxIf5`~Vk#oPl<@&!=Hc{=| zc=7*dWBW2e-@e^npMd9)KZK#ag6mt>e&9OCHAX-$`uF9dJ>M5Ed%@4wmcRSEtNE%v zJdgXO<=?FB_H7d1Psjc%3SG6WjmJWNtTz#c{2A-dgdso0e3IcP;s@(b?|%qa`b{x8 zo)ygZ+k_z>M0y)Zn~tkOyukH34GXXms2IZe0AYQN z$g$mWRko46IT^PkX!z;!^Die`%?-s}uRuIUdvsbc<-LZ~N6;V1_uPbpIlWG6hT2UW zk_`OrEwK-$XWm1rG)Bv?`xVZ8-hXNDw2!i)ZckX0M}P%2fOX( zwFfJmCVE#5@q1OaRs8-q@?+KYsXN!4kmLE%s;BqVmnD9)ICJ3Xbo(!$g=g<|6nH zq}TOzLBO<$n!s4 z6Ndc@`Zw0Tf%I+dVvn4t#h0MoC%MlhTzlfF^tygWxqYntH}bu{AOiS@`npd3Lb_$O z_H&#Yi2v?}m82 z?6;WhgQtQ0qdz6g^_gK-?^xfxkK@YD8^FJ!{t<@$NY8rh`?*GIb-_Pkd|SWd;bwW? zYkYs;-g%~Mb-OCiXXKB&&DQ&m>yE*ANRRs}=cPdxeIP$U{xTff7Q^=naQ+P)RE!&@ zxxn*i&l_GP&QsQ%3;K@ZZTLKDZR1)m#SW~0Lz4DQ)dJq`q0!^V2ERo1exT4}*yl9a z;4;Wp&>s^9extp5OgpdE?vYsE@%|NIuy<VuLUi0|iYLGv!Z{xGQkE&l8S{_;cLfuy*=BlaMgif7VXl zdl7DO7~&>OvjqQ({M+fPzfoTpX8OC? zFn@-Fc_zpo?Ps&~jT^)D76=B@e4A6eqaU6W|359YXZ%{abnqYeJ_?OjRq@6N?*UfoyX{PkXVDKw!|7Z@Mu^S1kNczh>Qpa<9Q{a;;9Mx^+B1jqAEfByJe zStGlzEcDSlnB+7}2fh!0{?O-EhyNTS$AEp|e!%Bdadu?(T-Z)GE31x7hkO#{@0*%hV|4r==pVIL_PpY&lc>PPFE|h5VZP|sb?4b3`dU1GFihX)7ZT?C0l)7bhq^3yC~r^m`L!&L9{b$` z@*g}eA`JUi)NjJDA3^&i4DlKDZ+l;-G5cN*5&TE?w%ts6R(Fkd${%Qb+n3x48G6@8 z#PYrE&J_+`Wj5@6R^j&b#W5Z39)|ijj=$Ywg-wplGLRRIpL0PcN%uYY7nJ7?&4U_$ zUZwE(yJM#BQjLaN8=87dZd!^NLs9|BBDs@p*sEl;orDm%{!5pZDL8we$DDldAOp z-9rDwLc6H$=iojm%Fn+jeyc%KE$A!i%N~vXyEbl&19{{4d*+@tpZy^N=qK!6z2%Gc z8CXB^W6zlcs~2Bxa{CGpG{+_einzZb4D}rxKVX9FnL?Q~cz+z}4T$JyV&i#RdLf+` z5(fW<`5S9rO7k(y>Zz*hR z21bVT&GeWjx1IRQ@DW;XVAIymIWAQYpOBw~c|B#HLUKa-?g`*;@VuPibfR}(*ROjz z>}r&&CVdNmdyKgYsb5mFQ=90oh+r?YAzTagG9}Kl|l#eSTl8hxt&xgrR@y@rKvVQ z-h5Ehk+zZecZT~&ooJ0g{|C3mJf7{Jc;Qpd$94R?X8&Xj1)V@oh(8z~2*doi|7Y#- zv|iTE&f^$n_lp>2^)dE5v+w=B!>#W<(1!POX+7~X0*gI$d3}0+-NhAZOU?j&nC~7? z)UbM|`2@5V`EkHDy;EJH93Z|IxmKcjcs1-VmR6B7Fzd8z1hex-Y}( zB?nz@e;cP|3G}0XIe17#J~LSSJ}K(MA-V7R{_Uf|K5_m-YR^Z=u8;%&g!MRvS$&dW zc7OBG2Rnm~&IWKErX$gZ5cL^Xot{46_XR_IJ_l#1IfH*deh~(JMt@Hj{0Yh<}q_I*wvVSZmU%y~=WuHSeX@BwjEBz? zhW!ibFJXSaJKV5j-HoDVsIQ~^!zY($g`Uuae1*pI9=1W{M+?+L2wy1PG>xzx%*O1LVkkrCyMYa;`dR7lEmp_PILV^+CDhiZj%Dchx&Ik z-Z(!^;|Df^65nOe+$C@#(rI?l$#CtBl43l*gMLbFq{Ws z{Qoa|T>9JQKQKSi|6k>QY8CtBfqv@WV7Tnaov!~MX7eBGQSv^=eID2+%Hx>-BvG)| zYpAE9{vNA5(y~i+Ki(1?y{RY# z)`RwOqL0BE>BG9b{%~TAx!L}BIoVDmpA!#`4w(Hu3BF&5_Dxu{lKcT-@Rukb!eFmR zFJYLE@Q2kJ7qjcZUXb1sh(X_we=%M5w=XE%3H-FV1+>Saq+d zTwmf$XAU~M@-5V-Fh0hu+jx0KND`a};rbXZCHcpdy*+3*uRqU!3B&i?asBbbbc`<^ zH-__T!g>#<8ICIje&TrXgxUSt_|wkE-i-_f|BL#R&}Vdw{Ydfmrm=s5QGMfthL_;~ zaJ+<>=^M@zDZ%*;=2Ho)(u;JrY*P$k&j;=9B1}pGd7(Wf>OSmnue^oF1HzE6pnMXo z&Hfczr$T)O<&k)8WAq@k?ZOxuFY(beod%D37!URT)adPD>z7a9@;uRA{4uVVVOC!|)$;P%-{^@DFR?yM81`crFA0m- z{mZ1AwvM+BC2{>sYC1KfVEArWAJU)PRWCwy!%E;U){6@kKR%Q{n$;a6QS0;dzvI^7qF*l{Nc-z0&i9*?kCV7ff#3AM6X|o7~c4;lQ#M zo*$eRswyVG-p%Wwr*-3pJRQ{m>;dOLtv~7cK%Il^|6_!wXYcK!_rO{ve6`QHQB@uK@pr`kHd5*NcPSK5_qbX6Byq zW9JqtRMPyZ+S4;Szc~#2#Pz2x8yVR@a3h=tA$_UutVb-J`df~^XDUqnlBd^u-W>23 zXg_Iv?wEZ2A%J*_{x)q)>Wc&MYj}Mw%_M!fcgA3#cbJ4;!eF0h|7rVz;`QKTRxF+| zyo&gFcK)7`>m4doKGS?>eRlM|9O^CgkmPeV&HVR`o0q}f7D&b?4C@`=8iPOT+Xl1u z;n?%^eI+4b&}UrV*#?oePg;pgA@Sq9!f?$S{f+^@(7zED45jrDhVyo`Z^Hcj4c0z~ z=s#~bC_B@`2;_(Jou7HPBI~j}9QV4xyJgC|6)5~h?l6(gu(uCeAdqP_vzkB{^=u^fV}AWAfE{x0&{tNDLv=*(2Ipo zq@nRLWDYF9voZ|y75!g^^VFDVx!r(qz6|GCP4-tB;Q2Nf@_C$}+TngU+D}HroUJx@ zbcC$FkU6kskkXc(5TEh+Osi|l7AF+*_op&*N;_Vu83*gb@iKpx__)5^rtq5lAz^+W zF2)e|2Bk#`Fbwy9_;3zY0mxk z#Rv_lxU=^`KasvHX}8VaUe1U8B;j%Ks--(EL7&jxvc|<1rpbf>eVCsRhUanpSyPP@ zla8MP{r)1MpD@sm`EXWJeDJ;U3ost)Lw3K0dAF+OfILv1*~WV1Q?--f{W_Fawr%E{ zZ|jVCeL8!mn@Z<*p>TeU`bZe+T{K?c=&8mQop?Pd8!@kMW}h3-t5o*_w4?tf4DvyL zpPhdzY4@H|F3;>6{cBV<%E5YZ{W*OLC(W`;CN)$tA7QBfBEMKW zd!L52AEfbeXMI#yJmo0Yhdh0itjK5AAb&)D5r*|6zgRo{e~&QFU}5l#fAY|Oq-1`= zP+vv*@}{4h+v!Lg(BB5L?}Z5S%x_P=KFE;Q|F31vj=4VI2=E`@41-xnc1AU_EMzmb2}$FDnOrMQjjFJTy;#-nz2o_c-Rw&>`Y zs-U0f53WBgTWW9R0rJ8A`RaeK6kd!_VfTacdybn_Q+i9t-fzuccyUX)qbuaENKgLi zafi>jW<&mg^3Q)aH8lTL3*`S;Pb$zq>R2Cn9lpnd^$)_3U*Y-*LwyU^Q?PZ|?TmRv zVE>2<`)J!IA1i`<66q`Iz1pS2;f~;cQ6C6%elt9qo-bM+yV{Y7zpbWOUv7C%odE?Rwk`N&wDk7LODDI({bb~SX?=gs z&DkeF->|)GPP@wvhUwrR&|ebf^=rbwAEdWz(`=~~FBXA4B7e$4s-8~R+ZpVI#yg`b zZ=xZ79~1po+2h~Cx(qdf`Y+=0J6pq6)zpCgqdgPm`chuAz5DTwbCr|j|4Hnbu*wj5 zoR6?lwX}De_Eagi))>}@`49Dn{k2u=cF_#j@!MWtCsR zezE>U81fU$=LkbQNBt+v({r0_78Daju$em3E+wbU|AQ>Nr(-NDogg-zwLO zW)*>NVLqI{>awxs3ylgMzX`*A8l;~v@Q22$wKX1hdl2x0o<|J%5Vk)!xa`Z_Uxy(d zLHRrg$!OpCl|1A_sBaH0?f;wZyBqj}`z694KlHbRLB1HDAJ)hi6#7I0{YcLvlUZ&b zBO`fyd9>%hp4pc>fxaRCs?|C!AKz04zJKf`kvCy@9^(sZcOZMIHs9WCShkg)2Uc&I zULR{G&*fWvQfN2kz7^Qd2pkVF)Mo~^#{B(l>JRw>&G+584Z1uy5o)!z?~L_B!Asbwgb5L4G_wIkwB4&4myT>3PJk z9`qMAJwBF?@E--^qra?~|2%)iWk=u_%C9CmA}7%KDZk%J80x(^f6af6;hhtwf&8#u zPMF8PC;cOQ+bvuU@d?-eWMa1&nIU79KQVmJ^Zvq6alIMGdvZ&^?o(_xZvRge(>-I{ z3}8LIB>W)^`i1)TwBPW$-qGPOACCXjc!huYf8zTFxW1?EsS7$4zl8Nu`$_dNv3-KT z9s?nVge-#m1O3}8O@pQt+pFQeANGGW zYyX?l_U`aKL!9rmR@$+ppA?~9j`s9gchK2R`O`VSUys?k*l?M(D&z0#g#lsuJ>~d) z{MSJZam{M-AYZIk5(a+a{Dk@WJz=09^@;Uo`uDn^v3q>qpS<4w`p)MryJtnKK4bj} zr;~i&IPMNTv3;GQ2IYecv-%LjLuvhQ=eu{9_FfC>NjU%8tQVi2FSyS6`}X~6yOS?n z!5+~+5C(lhei7#O!ti6_-@BtLUOI&3@%;V0;B9teNUW5#0_F#VW#>s_{z@3~-3bzX zBn-=P_W?s;X?=SPj|cS<@WGlMo-t5 z9g^UC0hrGb2K_*KK3p#q$V3@)|MO9O;L9yZ^>E(-^|`M1hJ;1&$3g$_{t97!{$AI& zUc3Bj8R#?hC!9g@s>``NZSW^;*iTNB@Sow2biQ5pbY!a1_MgBHT+ioaLAOJllej~7pUXpcJ7mj_9nCk*vBobU7Qf1`7x9oYBIgn*$YR-=@ zuCYnsg9CUx`jW7^$v^HqocEzV5{C0W!Y!&3KGw{I^&@>>)deGs^xe7qzxK_sS=6UN znSHK$XEdnoC_^EiI}meUD;b^5}3F+LLJ`wzmvA6zeC@JDT)=lWLf*I+8=CjLHF zsbu|xL4Q+PV~Fo#T4SgW_G^vd`;=JUX3w+w2^)VOoBxuHo9FvH(7&GeJYn`eWkdgd zdfRNn;65J8w_(n)^0?4U)qGk{Lq+=+Rxhm}|H1V%y!+*A`}r97AMD>a-)vT|>u+KG z*xuN9Z>Kc8@5}Z-KYA4IKeNtQv5MsTBXrQTes6EXehKCABYdhTeQXlg4?h3nYmi{_ zjbe}&^0TRn;(}cV8M}gS5KoXEhFLuR{q#k6M#&2} zkHPu=q}+~;j*kNVO_k^$Vc^$@))@FTxD9?u^?25w@rN*%?_cAxv*!J3;Ql7+PMaCaUsly`@6r0LBCKwe?N8X(`<2{>ubx@OWke9E#UgtvOBNc8Pht@ zKlCU6y6lYZwr~l&zl8iE4El`ziM6}Z`Wbd4{t<@zZ>aD8ir${x_E<*L$Z%k=+nc=9&;Gb|k3T_*RDG%zy=~cMnFvYeq7V16J{&<7*sk;^|K8O@mkIdg%XU6oK zVemhwpVZFjC;Y$XhlEX6YWNS{XGeZ14*zT|_e~P%_AvMouFQg^eW%_J9^}m7hvC#d_qK6 zdJpYU_-{CTuLb>|O86H4>>qicFUWtDlVf}NYly#h zh5S>UFO@l~pN|af_eH8nV|L9x^APB-lJJk=|D<$UWAHDM_aRw-@aK~H1IOVcPkJ8s zh4ZUvR`?tZ6mWf2OPy#xW>zrVZ$N&i{eFDjZGI&91LQ}$e#&D)(wm_^kI$>i3^EQk zlVbZlk@|p|Sl`d9q27njt54XFl=C8n<cwjg8&_e{uW{vRQFE&g7~LCHv`MpnlHdU?Mz^ z^5|ebsl;>RIJjSr{)l0^UoYyAaNtesudncL-?*NRyM6|3iM0gzBJO0gT2s6C44@zR z(P^oopIVU&oQFvA4^gLkp@mQV;~<_OJsMXp%&K}F1{nKm{Oxn^QKwTNFXUfmsiyh8 zgZD#zB-szZ|2!gQ{*5s3ALnQ7bYDW$S-~SKVyrlS!}T#7ME2BK%b>h>W-i1R)R)dX z7QVV3ybk;)(${%k%JQc@-4)kT|1K##)uuYA3x?qPgCfF^4-Sy%3t@;al6**{Imt$C z_Q+wdpT+eM2K~bEHN%S6ERxHId`5EqAR-L zis)z0)Ay`dJDi6QJ?G}^yc{x#%TqHwDbc!6Pm%ID5n=9c2tz)H_O1Ej(?uum1#ll2 z$J3gz^lqbPC7h2Dwkd4%S)dR859OgnnBMmkb)9|cTtn_ic3(gQe-(TCzP0%MeUxuk zPp5{SxBh{=@Oi>8AK`bm1{{=Rri!}C;jG8&48kPsPZ$V{X`Qj%0ELS$5g%u*_Z z5)v}9Qi-gLR6@gSPzo6t$*Aaep68rxBB-k`YX0?=l)H@reWU#7193RD)D$V zVh>%_mQDxz!SQH1F8wjCgE81A(xW-Ir=&sGB)~|&rdNw*@WGQzKG%R~RzejhjOd3R#A!hR&q|9$4=&bZfGgXK>JeS)pD zmj2Cy_h!)E2=n>0&&JkW6K;$Kd0_i}^6ad%M~4H(_O<+~lN&6wg@4E%2!p<2ds>C2 zuBmt9VSc3grKQJ&FV8`K2FIfvYPCATW1m3-@}219)ukM5xQK0e{qz)#da-N92*gLDo- zJb?a*FvQz9KEiO{PrM%_VD;I0Mt9WBp^`a|;Cu!4ubcl`!sW4Edlnz)R`&g96mSa0 zgZ=ACU!E&dX3yJOy( zU$61!l%5khLHtDh|LGrC^64GhpAzUH2K&JHO+R?L#>oByK^_?25(a;P^F3kk590iS zfYo=R@epR`gIGD2zy7}7cSnuA0_QVPeheQae)X5no)nQ?1OI1^_TRs2rxOd0E(7|I zU;W)rTR26zgFO=VS=pG=GZpra#QVVlgPx~q2N~Vq@t(nmacL&nLtwr`e`FARCRljp zwfsKfhe2^im8Wi-Ieh~Rq{lz#EWz?^f&rc$wV&(!K%OWM!dzbov-2c^f$a~PoU^GD z>d|-x_LjJvnAQmE0i>5O(1+t^waKf*HAI=E4JO+9n%@8ho0qaq5eo8>N{XU9+ z2c9=qp7&AozACmq$a(Ar*Xfn){GMRY_7-z}r4;slwZKrVcBI-*ZFYWEU^uiq*zeCD zC`WrY4CwvdC)rv03DIX*W-(%c@-m3WuzkZu%SQ#Jox%QbJxv(+gZw27{ujr`@X@vy z^tnwr=o89&u=4qi(|f6aKgID9hI}pR@8I5gy)4{j!TVu^Ek2}8Zv6`Whwv(|&FcFD zxV#4=X7`Zli@^mzAJ#WET|fU^farb{ z+Jmu8a-FJi7jBQkzYVotp|TA6!|z9oD?QNv)gzGKT(N&44DvJk7lXX?{>AWp-+wWz zSJ5BQ_h1jG53D`9uO%2^=cO`z;wK@U&lZd*-R4wY=nwmC7(a|C_w8n{R0Z-ue>9?E zlgGNb-k=XyZlW2xYvaVx!JZR#xK4|~XFFbxR@o!wP7~X4V^NUH- ztQYB*S3rB{zedVdS7w!DLw^S1@eqdbpgah}`VRXaxj}YFLDLR-mfsqgJ$KQ>=@HOB zmXF$X@5a*Yrf|Oszb6d+BOV>&(|f+bay~zgK6`fPb;Y@Gp9A%sFvu7AM;P>_Ew*Fr z;rB8TB+oGieq>HtrUmpM|Hhmxd+wIsAlpp(VXAd#p&;ip+&4x3na+55b*EiTPuS80bNLAPo6T?SIQ<4%2w39P*hs9}|Z4InKxI zd)ogMn0~tH{Ma+Fy)D_-*ol@o`d^fxf7I8pmyKq4&-Va%puUg&+CP3!6uciVX(;ZW zFsvuV`zZp3V~8Gx={yB5XY&_pkIu*N^8M7GnM8xa)kWEGKOXI$F!v8;hE~(Ubh<*m zipsrnXJ>hd&Nm}}&9*PC*=#yUmc=s+)BocN7-s7cvt7SeOw;mZ?{5nTgTCVU8K(Qc z0<))oGKS551p9Z$Z*#}pvn2N^vh&IU^U#Jn2NLqYpCEmN*?u@Lwr*L6&4m0EioZ?Ll9# zeA4FPkG9tpY!%zrEyrS^ZTZ zHN&FDf_&)vO@ksNC#!fh7@4=2@kz6A6UK4r7HeT)O-%TT{<1QtoPat3gp z9KR+rZoqPbpOFh?_-z@`u#Qvr! zge6=uist@enq!{Nr?G>${~`?Z;QT@u?*9>v+!FV#b1SSj(SE0QT4~uQa|+~}(H}8< zoanRlzGbO*EEn=K$Zy+EJ>!LAHnaD#1-8E){5?6+R+-L^3TE`UZgO($X|Olk&ms)= zjr<_Y<4eMjufg%#t?n6}pgx4xw~JCeTb>jL@2`};yU((4dg z9@|q;1MxT2&zLm&#;Gwd|6)GZ0WqA1LV5^8d_&)3ImF}GzvJiQFC(75;qmfJ%>}Z1 z-;IO%7(WmO{Tx<4V9sbBWZ*>VcRD}BWFLm0+`^DSYS?j&ErV4q0u zEUnGm`d4)1{&-eY!^A6brhLC<)~~@8>l2LOJOYlFFw6%?FDw5<^g0=I`YG+&0rUs; zoiOajw85aS$RDR6y>F~KzlpuiA|MR$9P-~O?P0n1M$!MbWBu7GzKbs`=nLyL)X&-O zr;p|)6hr)m<<1@NO7}m#3hb+|m>-0}o-sc}n9s+~v&;)^ioC$Sreb}>@=mn=a9$aH z`q^S7kRS5P`CdeMaQ`pBuSl$q82ZC}50!(z5a0h0Fzid~1;Vg?M1B$meZldt^0#Ea z&MgO%r2@2N;w9gR`JGgA+#bW~>&5%|1I7IjhWwQFzZm3&^iw&k zXHdR#Cpj41)qM%;YxD;U)BleM2t)przQ_8o-;MNAImB})|G8JSW|duD1N0&P-SlUi zozn3kr`IiHN5qyTvjF4x-O6COdQSBJ-l+eCA%4L18eu+vxK&SlbZJ#S$PfE-d+oCG z@vH8fUv9PK4Fk7}&ZA)a^Neh>th@8`HG+A^{mO>+{3XAP=$lt^>8+K}i~AqE zqpP6(7BT+_gMKXi7lVI9e@EqDe|TPjVLC4@a6kJ<;C0#?=tKRUziwsk_-?1bA0mAo z5-S9MO4mR>702T-OJerwcu#iUMBuS;Oj_v@(fL>8$AZeI_vV}zg8pIrMHuKsc`RrR zkhuFe8tS8bJ=1%CHhDA%_AgMMykb_QsI5!{{v-Ad9k14~bus+E8_tj3&#h9zXO(jM zT&Q8Qa^*rR?*A8lJv949qd$)~eb?D4Zm>DW*K341KmBY!O&vR6uaNHN3;dQ1bZ<@T z2KI~e5@zqW3;fOu%X}3*mgk@Ra)awnyJ>^|A-#T23p9uByv)~Ii-eV4>-^{N^B066 z|A6|(%EQ}YkO%Uc%K858qPgCA`fxsEH_4MQlv8^?PZp^3O^5st`qM>gS801|ismz% z-xh7TIpXXjDbPQpcTxBae}k_}fFJaIob5x;6om{xY0O{rSiE$Sb_u#qHHUOL^Oq4PAM@!~gv>Km5OP*|uwDP?U@eb8T4D$=do2;Cjmss+CLCxR|vf!^U{viza z+fjcALwtneW#w#rM;P)cNYBy%lhlUvDu?#4{!)h?k5}KbhyOQ0c@hTwZ(CkZ<6XL~ zW51Ref56_T95L84wT~F&i~6uMS$F)9;iC6&ar}f~{e|_HbuZBf?zbH3V?Kp2*f)-s zFsuhq9|%MLNH4=IKSUV#LG8PD_`6s=T$Y{BS+;7#{y|R-VSFgRWiP`%9upjZe73&W zzY*s4PZ;6{tRK+%{L-D@Meir0{|YeH{;VLF2m2}LZy09#(E%$vT^oJc2I6U?Cm?KD zm7kO&-(L(!OM@2(6JdTreg?c~a+hCX2<@ec=^+g3C-ip=&y&#jw;bX_^pEWO64DQb zySHs0_QQ~#6{<2v<|tp`_Q)_hPqbp(nCQXHOCdhO@e&4oM}7njT;^_~Hc=^s;t9eK zuVDN_81x_YA<(LGT__!)jp=RFus`agV<^krqYoi!h_*TQ^&`m?g9QdDDk3gnj%uPS%nx%zB0k8cP= z{EYJhD`)2&R=u5&8`~)j;w>BxVX%K3&uZn;;0c>V`FM=i2($P71*^>qCL2ge@cC-> zjMNj#xmVc#bqQ8CtEe8mz7XCoLjSNvK5t8SHU*t)QD2=*9Ka z+A3qGt08wJ%$)pl{fJsL{|+)dFo;j}o5d z@#^)AK)yZ?&9`fsVQ?SDhwX>nH(iiY*a-b&{q(bUzvGgD}`1&Ohr7J3nn2 zrUC6y{RqXF8@euhy|%vjS~tlbHt>HpXg?cvoRy4p`VRRjKGzYm{v=sb0j- zFNXcre`x!?7s!*^N6h2FO?}@)eYbUn{*XVLBJ3RRwu|BO)n>QKF+0On!+Wr(@0)i8 z4Aki)%HJY?Hb3~G<}=O;`bYiQGI03pgY#11ePnEJ%fw^$^A$w;kM*~lv#Q@8vJdh- zNY9qc`IAe>=R&+j^(&8e^!!r-^1=1x)(Zx|w)Zgre~9(Bg%(f9baRzw@x`{3cH8Zr zh~fimfBU-eyBdGm0DU-LY`@)M{X4^4n6L1A!Z06T{qSD3GL3Vk!9QXD;c$@j# zeuSqy%@S6+@bfj{`R;Lff)`w$A|$GAM8%p4*m^ud_v|*UUhBXg;(9Z}O=spNnJ3Dk zf8c?ifH3GMo+o7GEZ-IpZ8l)r-fATuNzB&}2L57vK^Wvq?PGn2|4|>=_blHOQF#B; z>6TcacQf{nSf1^FQ#sIs{Mccpw@OD_k^AQz+cqhWarp%E8J0)dN(>s_O>`d?^)1rR z^P1V5NbY|l7nvxZ_Ado}!}S_rK3_y06>f4jxWoAwnQLqvq9MvhqW(nYY3g`(jEC`} zJfgbK*f^l^BG;cN>zUKC)`<9z{vhh&%iXJIyoGoO=_Abh+o|94*r{7Ou%1VL?L0C3 zbjN8sfj(@1XX8R^Uo*#AQaq6;%dE!Tg*^(&^|IsF{vG6i~{KoGmv zZd_(J754u@9Mk|sw>G`glKXE7iPEekk$>kGQu-fygLEeAmAN_s1m`H%XMElxnxK}AB z)`riAdnbI3lb8_;`C;Vu-tDI6>NKi>e#{pUhVfy1PZ<0;@`GV|??bTntMVOf>4{uF z_W5Mr%(k)N=MDBHz5HqyF%#(RBi47qJYPwe>-)aH17GZ#x&-VA>EGX5-%P7%zpN(l zZ@*Q<>Z1?8fqz1N?srfeW~{wKhTba?>`yV==2z?k=NYg(UN?5Er<&+}X3Pf>hV=oi z*9i0c8e#BHINtbSPqP>1T;%o?UvhDIL(*KJ56>GX93D|LaiKY!S4RCI%+KEw=JDhK zwJn2AuA2_>LjORR+wTFL^`WzZBYA%4z#5ap!Y4uSo(a-(;L@AG2M*nVpNJC$!Y^xc zC-C_)v16`n$&&-nKJqWI-<`@8CEwY58v?>GpCEq{=iRrDlB$O9hlu4v7~&73Hkiqq z)t}D3_r0=xPvtE3|I30z!oH+miQ$E_wk)v*e&TwDFsyH=e=LXj1pOB)XXiT-FKr+D z`sqSG|0h0q8S}fRGwkQk_umE@F7`VE_KW&_aN)c<%XK3`|4<$Wqv~d#jLU*}2IuF4 zuU=U#v`h#8iS~A=UzeI?t=pk}AFSM$VT0VVabcU_{ckFtG;z9W&-OAiBy_~`O+pO*5dBxuqg!6~mtMj6 zvHv5-FE~{EYEo)p_{EzPO@#}vABg@Ux#O=vhpR1lz9Lz5)KP2SCa^agPx8!7Tb^fW zbA3w=w=}IjYYqB~`k8#Hr}438|K;zJKfEscY&Z<;1;IEc1 zz7hLBDSP&H*w?4PFPv{rc3N)JZ)*gcr^E4_9O!2KEx|zIHnn%sX?TcqP6FJ|r1lW= zcI7+vh|HV zrLexn@e=0pJ7YDj^6_&QurI8CX3=89p0oS&{O8%eE2lRe8xQd(^5dNUNi)9zX;2^O zIk)cY_sFufa6TLPaV}%(ka0O$O0QV`dlo4X{@U`Y66?hFbdInd(Zeu{56;gRtssc- z<@xaQ!RpP{saM(mI|HTg2 zVK|?G@yZ4Nb7#`SMfdx0d>8he{5GpvitFozQ@%}EgX=hd)4C*@ghtrG`U?4z_Hao* zv#$@7Mv*^DD~s*b?C!AG{bhVuWT7o@M&mHl%60_YFYm%ejAV*hhVU>_*I^m4sP)~*MDKREvq=IiD3+B^M^ z8H95EORt;OuW^wjthe#|45fiX&otbF^L;p;4BwwB{aU61f6?D$)JbbhJaz>5fjD!q zz-H5NL>@gqg^!65mI#II}Sg33i*mVx|`9>Vb6 z3)QFcw6^sjKE(D}{m-QT*Nc26`aazY`i(CBNuEBN|7XVI+78&X&B_%dh9wFaZ```ka|oay8~zg+ab2I?s+&sWY7o?^ED-Z@G-TdFiTf4`I%aJKJYh9m&j;qW>!t zFkD9c-APcIvozo)(2wIG4CABrupHtMCQ9l@F=iBbi zKkQjC;uH8++`k|!Ka2Qr_x0>*of+9YUdZj&F>?9)$KcOVKN)sn*u6z?dCzn3Cx&8s z$wdtD0LD**!9QSsto#`H2g3Y(Bw<+ZAir~CLgaRTOojLsQbu6Pk88Q#fNcS zfIifhhf_E!yQ5MN+_MQ;~-pY=Qp@55mI;^8U6)q;o8U5OtIv-2y(7NgJh zPMpB!ui`a{4LeTRLwo372*Y@gKgHLo3{H$34Dv($BMkEmp7$gS^DWZP%Gr9axbRB; zM2|Oozo=x^r1Pzd6`(z|H^R^#VXtWg>*Vk8{8!0(P5qYahkX7b4EtZGKP9LB3=N%C z{$KsE#nrtcBiFI*o=;qMAh2LG3TCd}i3$F7&g?3NXs=S6y-SXu8-x!4Hw zAioL2{adsT!u-6)ldI|KPu+TO|NFF?>c++Qw87qRe1w61)Q6|tbS5;rc7*@`q4E(^ zJ#<5+K|F)wed;$us(ZSx(i6@_DdMXgZlMctvV=ON*efs{XI9IH7sMW1H6xp zZk%ZT zL;E1i`OC^#{1e}q9^D8Djq-39qW(zw4XJ6t z*LCpvDbin7uBWU9^^;m4EdQ=1FON`qy1NU>}%FP zeG2%G%tRL;@71;{&HMaLs)y6DWSM;7B;ql3?ztmv=g2wkU@%0At zG&|rA=0{#u9Dh;bJC^5T2}3-H{CYLw zH?OYN3!75a`Fi42=?LRf%bj@tubP5%TzY(hd=Bb2VR&Bw`>QI>_YY1e=lSreraQ^C zR|fO(RkgN@S=Xh5i`H(;U%Q7Md9Zab#OoNZG0gTSUWYrDtr;E-{sY%Tgn9hNFpIYdbAM7JfAK(mmFPSG z(!;Pj@ux<$-+?=w&cJ+%_D&e`ooFwFLEmuvtUkNXMwq>aFQ|ztu=|-c1m-i$A2RGt z@*)iVVLVS5&SOx2_&wxj(Y|VpuC1Tg)tt|-wUgDu)lKj4{es%a?!!N;4&?LS8;Ria zr*d++za-50^~QC4yIImVL0)K|46}SaVa~rdK8XwE43c<0{O!{9%L7_Y$lfA*dRwiu z*8cumIS++&u{5T)heHi4VH$wFP**L!UvUwIoV_QHzI6u6%S+Hkl+GSaG zKm7gbMIB4Go4|P-l-K*TZr5)|dGqnU|Mljy*BdAB7xX=1u(viC><94&y;GMv^(*B4 ze|WFBLFVOM>CUuXWSHsW$DR&_AESqWzsB!BS*cvMJ?R4HQ<45pD@%ULwR;Zsj^iT? z^FR8NPe=RJhwZx|yPfiB^(H4G>W>^!>_hykkMLh;dgHZ33Gu5ws-peI1CD%t_&nm_ z^JfE6V7%D>7ZsNYc705E`(Mgr-8;V=C|gD6-3UXxjPx)}@4X2K!}%X-@2zriADfQc ze|>4~(7f!~XeB1!ud>Fw_L`lC`3(K(H@(x3(w#-;`OyCo27AHw2t#`)f5O0jNL`@dPiw@;BLN=A+Y|A6|@ zFjc3bNAW0l-xTR-nC7wKW_UgD5A~NY_3`it>FW7n=BX%>DUA8fC2TEDavMk}~JG)DgR|0!R^^|SG=#-_>?Rmcxue}vip zj|vF$^*>?u9*McY7J4FAFj^F?2eIVPi{ZQy1`THZ*pwnMZUEbf1O95+ziAzB~ zNZ-#s#UVyZEQJmik1*Ij%I}w>bEhsB zH^A(T{r`$K*}TU{0PzO$?^pJ#!^sUJxPSiLbHloVnuS0Q*8lx&(yC=WOgX(xl8bh? zQ!fC2f%FoF`2hV(lgyA_Js#hN^9H!yZpt=_X=yIz@eX0|N7#SUqs-E9bw@bwN9`4z z>(PFECd_|0zcmqN_dyA>|F04>FF(`k;h|7?9}nlJmWk8eZwu-J^iCD~OTs+gOBnK( z*ndmzF$ItL|DDJD(`DBy$9F$LemEY&zz^gnD`)2)|12<*`nt9R><#Jvv%g=6#rL#! zimZN;>5Cm99{jz$zs8TwSq$jR*Gqr%UX6ccq$z(wVwjj-hWF9@(mLpZP41Im(0`Oi ztDRHWm>tJ}o(bam3`bD^gu%aJe8Mo>A7(h5^r>~p)}o*@&M-frJ~7PpOIwTF&9co! z@6U?)C6wqtpkT-PCGg&(Sigl5Q)+X@d>;w+M>uGt-odjoAwEScY1J`5<^5%lzqoxN zVVEyjdCB`@y|dVUuu#%zquw5$VxR~6lM)VGq85+?^PAY82^rSK@i7eVkzjjN4)!UQ zA1i0;KZcq938f~uO!j^;gx!y2nE5NAl-I)HdF}dvKFt*In_)PwV*W3N`Lxf!81jK) z|HkSoy<+rXd(58;rLNC!7A)Dp{F_i((PmP)(*&3gaQqBYzC9X)Bd)dQ6^#5pLe z^vXZfAGvtwUhogdFT!lUQpm7f+xif{u|eZoV)eN`QhgW?+7D}w-jieX zfj*?4)o1oET)fdXXtrp*N8cj`dq8;$cPZ;e89f2|2xn{6<$wJN`hof)M9kJRLgCZr zCq_0+0euy(ml+0oM14?{Yp=RS_9D=a^eA@ReegwCD##c4sW`q!*Vd!~=n=<*Lc%aU z@%|0N;7^erDrfg|SUI#$?QOnm>wW(T=r7^q=f)i;iQdO*i)#rhO^_M6GF9|GEBYV8 zY&|1Xs(27F=EWD7zo{HCd(TOzY}~uN0^ zi1nxQFbC~@o}&M^MEQ2nS-d{{%1mx=T@D*wmH$!C`P1dat3a!F&tx`|Kk3^4cz)MS z7BF7)pItxpN(!`)g!L-=50&nrDQhR40so5pRMD)s7c!#{#6Q>{Vc;jqi!jI&`N7KR zeLFpQVJe{%lYu>(FV-WPVSeOe;lO$h!6$EVt1*I4)8b?iQZP_=W8 zS;jEY{WkPZgux#oe+a|+5Bp=7-WwOHS}vAdO(D@N$2><=3Nhr~ikhQLq@G@^2OkuBv_m`6KQ*?9+w0#%W3~Nq>8e@9N($ zr5C)HiuClnBW$^S`vCV}gkiox{`7oWT^OO43jD+Ry;=v}Ix$rAeiF9dTcE9Ax#b1; zTXB3Z?7h}BaQV?J$p2t{wf>cpmY-b@{6l|A80-b@N$pN2l{)oe&@UCS{;NwX9D4F5 zpgrYRh3ZOW>AMwgwd+m&sdsRmd11n9IL{>B9}p4-e~t1{FEXE^ws<@Dhw3l<+#b(e z2Jx_%d!Jy3r%<$71z%YtYkv`VdV=6YcCiya{l@;@^z#Sgh5`|A7QqCBV_f9NnYC7TW3a368+yI*6-V4 zMRwTqEs#$@{q4Ih>8r%NFj$YGdgkis*zQ2F_h^=Q0*qeAgEbOQK z{eExdWs)|MSH=2782S^x@5Rbty^H>UmD78q!hTa@lOprGL%fdt^*cXXcIW5ca9HL!AO0))e|n^!FpL-J(~WkUdh(f({3mKp&tdWn%lXY5}o#zwkN9>-` zcVH*zAL-Z6n>+g5S5f?q^z@%=bzyF~5&WMVj;DXbj2Ek~ZUlZ1&dzbLiCii7hT*F| zp3{w+pgk&o7Wd*qi|GH$w8i}Gj~M)oIKM3<4DlP*H*i>Rw9m4x;9tc1sX~LT7o26= zOY`;KfbnT76pxAauW-Br=2v`+2-TMxO#B%rKP*4MSq9=2l-Iz+ul_XGir&-2_8F%0 z6+*(`A94JI!5^T0Fg%dqcU@I1PG*38Jr|E>AmJQZzY&(QrFfo|=Tm$`7~ao7f5FP9 z(|8!B{WakrnfX^&+<6DL<2zPP z_mO!yoxce>6>4{oEh?3$|}GBmK2m+-Hy%#(xac{ZpZl zgYH+~kSXw1@xo5hYYavDi5*(eZu&gFwlqd6JhwjUu=LME{VD?S~By4h8>? z_A=z|jrj*8@4$On)PCV6`>tbjz~4|gVS0a9IOIW*V%5Iw3iZUFp)$QsYfL}D^9@6n z1@sZFngIHQ{9|}O^*?m|r@W>YKY0JcV!UeOXPxEtM;Q2p^bGs@uG@!kr$L^GjivXm zjCs16*C)*F#aQv~^7S!yU_FNXHtr|8TQk%V>;>sDcCbz!oKy$j_ZQm(Vc;L~%herD!CJf`n`JXW8KhiV&fb6OR zPK%*`!jH1lFEtnO@s04SUN9!C2ly`>4`G%M7mlb_3+rjWNQv^lLX!^DuGH?5hW!ex zZ{jyUDp+PTj0fijlU-pZL%Mpx`6*lvnH(rOxAgjV7#;c#ll$%Mk1wl*_z~kp!q6Vt z|H#9A;}=VmaD5zkKkmxd^2u7l**dCPw|InToX6vI-`kO9f&iK!t zkD9g0#>HO)`osF8oV-)ctu+MwAnfiw;< z1mWm0)5c|V{mRbYa9lw8KKgJ@PVCCTkUtnDrhm*pBg2=Eo`Jn%dtr06-Y1munSX5L9_bm;e$d_6=M z-Zw`6m}?26JaxWHMo6N55Qh83xZY&tcC7v^Esf>Y7O-B$^@urQ;6KhEgq6Hm{cpJ{ zT^?KmdeELMOcw3Cb8!UVu44KvPG-IsIVcbEwb-6z@RtkM>P`o=ByOTT;m737;x{tWMK zi$On79#qcW9}aJ}Kwie;@iCl4`9g+I zQhdU&F40FA_=)^tgSeW8yk+p_|RXBUp%F_`u+#bkMUopt!RHJ6UK|} zO<44D%lPe4GW7rA!U?N14lTYZ%5Nh-CjKeZwmM$~`(qei5r+H*mQQ++thVz{C$RrO z@%RYCd0xMNG59OAS1O13V&uQ&Qcjf5qHcQ~eqA9pyKv^-1=& zo1*`>72kgrP9FX9Ps58o5Z_?DH`%sNe}^Pb@W*JclXpF>&#JNne?3s#KVgtB+Slax zAa@U+Puql7muwVFPsk;X7LJPn6FU3tT!FlW@k|(cbfFux-s+J zfcY)#JfLvu=vVLUJVpOch5ZqhVC&JTJAP}Hx@_h7`>9{YI(Y_{K)#0Rw>UfawCe!& zh4wfVF|2=(KZGH_iFlgQ{SI4(%>#YK`V7sDBL8d01Xf`$fX(2GR2hj<`d<5XUp!x!)Pe=*n_j)&@lJ+#3vA0q##oXelE zY!S)dVN>M2Lst}lUqoNyk&7k`3czprzO}2*=Lr!IU*UY>fEdQ#ww&dg9aHPo!J6 z+}_9I0mthqk0OUgL;Q^THS>1F7WdFqz)z%amPAd~ou#7x3r2Yo7R1u{XBB143Ua5p$-6EXh@!~enHehp!;SM*o2S6sT|vhghVOYGlS zD`vv`Tgp(5^ATa5zhLDqG(KnTyn{NkGeJMFJ?Al2A3Ejb!TCh=AI_0Kw&;h8_S12^ z&Iz-onJy8%AKC^(J__~A`RcJ8%_*N@{fu~yRAQ8ccQWWJ+S45GFc16BzqvlTJdoP> z%^(EY$ML(4*njKnC~bJZ2>pd?&<1sbUb2uM!SNAh=iP*JrN17vD|O)c8aKtn#6TAl zuxDIf&6AxwbNax^T)y+1BW+(f9)a>{V*U~a{lfm{-7c(%jj)38A^+Uldj+~4>J9g2 zu-x7CL)r6={*W)l`GGL#3;JWiFh1lTD`)E|_obGnJ577R<7b9h{@T6F>%-mo*TH|# z_lPfG%8M|Zzs2vp^gC88(!MR5PW8R4zxJxwVg>O6#&3jqdtUnwMBQuG7vcl@ z9&tOm&nWbsd2jpJiKjtcIKG9;!%C72EFiu?eOeg*3jQ9in7zLz^l3leKA}kx=6BS0 z!r&k9dsg0o=qC*R4#(@GGHi;ac%6;uO31GeKHN9$yh{f7FO;7TVpv~b zxo=SHeCIu|pV9~SqX#r{+hEAIBR%Z|hP$&PQS~H$sA&Vc5SxelMFhaYk~+IUdh0JCT!}(PKF17sd~SK_4)` zMi}&gzW+Q_!}YJ|y&YV?1guvXaeZtv=qrvd;DM*{kqet4KZ5>Zx$wC3xH;3gelK77 zF1F!nDoWnPJXW-`ml}As2l%%^V*6p3-tQHzNHvUUG1h|l5&63!J14(` z)f|u)%0JLa(W&O%F&O_%@%My5pETQGZ3&HkG0#^~eTX-4y~Dm=K;vQMY<*4`;%lUb z)o1n)xVUG9weBaN2jv@Bal}1IbvW=B>0N1KcRcjv6z(5a&he`2bK)o0Z^C^3ApBo_ zj~+X9^u~kyFyFRv#omU;l2LH}5&ik9HLGl=Irf757sj6qzb5&v`jk*Ur>Z~qw+tVp z`Eb?Wu!n0rtbsqc9$YPFw)^jy6j=Y^cvh>1T=WsFfqVz{x7sN&VaiEAIKPMbN*Llb z^TcPD#x%qJHS%Y5%XPP(T{RTw|G9)~G?ab2J&OeXp}$+> z_~4JvgNN`v>d%^>jdBJu$6@|MeI(5Fldw!a^}puG_F**#MCT)MJZr8T{QC3JX{e9- zzNRp`ZgSl~kVmLkUkHP};dq0jpUD65m4^5L$H(wE>OV*>B-2IN0OBv?2VvNM#Q83$ z=kWIn4KDEg)u2u0-E;+YF#jU`!5!_U-@dej=cfq6c#%KB;p^W137f<9EBNftQenCm zj0fX`5W~FKs_7%79uvJGF3m+_f1Q-;Oznp(ol`M*<#DiY+|MNp_np!H2}8V${0=!Z zRC96qXP7^b{*bC6&ttcp0r}(j2m`;c{@Q-OPM^8n0OLo0Kp6H%k$%E_ziMq=VV_|) z0{HqjRAbutV8>M;Z`AKl$MHwc#Si876B?zleV+Vt#d^}$_4ck~EZyG8-y(T1%;Jsp z(UU{RuDJ={qr5jLWRBW-$P)O8@*~Xs?*_fCuM#r?+p&D-hMKVSJAIyk{-b}`II1*k z-=x8uo{h^YRva340`v#lBh2n!2?;~|i~M1@gy`9LH#^nxiRiuy@+U0y*x~H^8wAH0 zZd9mCGkpjBp?-w58sBNw7{%$`G;_(i6REx7dyMBdtLij8>N1(z zs_l5bA$*{|&%tO_7&4=$% z-=YwM{$YPRM+F>(CqUu+1lEsMwoN^Bau39N$iL_l8>i`-YVr6vMr}mk>V#BSKVx}} zdhCeU6LBzJ!j32A4VJk(EqXW+2qd&%h3Ho;jX7WKFIWQg!)Ji zVIE(wa&|s~FxN-I?L3KpyWZJ#aJ{$)*5A0FP8jlk)IOGTd))Q=Q+kv1A+R?pZ@T8~ zJm3fL5A*rE5X1Tg=WoJXeuUvX3(9ZzICtL`_cEX#{U5{hKE9AJKQGKM%Lncr-~Wg2 z_g&zB(LUph-m6;O7QMHL^u-094!s&|1@_@4<~PH8B!>QrVZDg*qjKOc#s>`3eOV#H zwxmCCTh8?H40#6q!IBcr>&M-X{*iy?Aoss}l}z?GJ3eRs*Dc%|loD+|^%}&Z=wAp! zeiHSCFxSt$4=o;Nz7Xw4qkim*-g?B!xf85U+{FD627iU}W0>xX3JLS`s{3bEm%x?+ z*fZ+m{@GUyRopJZ{_|vUdxZJ;34?y4d|3G+qL+Pd*A_!Q5ABP}x&E>5yR-h^p4{Dk z=NOo8k)HS|?%VIFq(OWszCSD^4ElrPXXR|Y5bvlpSAW=AnFR80@h%xb*}heRK;mz_ z*A~B;ZB6ih6zKm5bAQS(JC8~j{%@D)$@FQtR3Q)Z8IC8u zgn7Oz{`c@PQ-{5g)+B$N(Cho|bEic2zfj%@Q>EJnj^)x@`*Dfl9WX6(PDlk5i#%+?JqI1Dc#!e4Dbi}l^AnyKCNHkUpN>t!mxpptdxX#`(SCO&w7ZiVbU;VD+XO733R!*cllR{Z{;S3--{ zm+la+qkInTE7v_@X9DvP>IcJYJwO=f#qkm5`KN;!YpM)>>hgI1;I*JT>n1vZKg9kH zX%A>N_c_Yf_lJfzt#I>}g8T=zcj)@Bk(UI|Vf}^jJoM6dL;ck&F#n=F2}68~^$*WB z{`mQP54g`sIH9j#%wZw$3&(S~u&gR#YD#;0e@l4yPt1tMOA~lLonf|rl(gD-ZU-Yl zdky+NDe===nYE(#@sYnr^1_RDUu*>aqCX?d$DeFp6EW(d68IY&Z}O5f`|)@4fM2*i zCk*<8_QNpSza|XwZ~Hx)-;=k6KaD>T!R?=6cK(?#$dkUu`aFMkY;BF8CaD(uJL>bX zc*)$BhCcBBlEcORieWog!NN~S80^RXUkv_D|6dIIW&PUV1C)Pd?aib7D8msnKM)4{ z#`%Kv_qZ*6AaC^VtUkTBDm?DFILAbO4a5hiA1Q&V&znE4;r>3QWcC2tN9I5;uIEy| z)-RCw;{f`I?Vad$vugU*ao~?pUrr33(fwo6W~h(z&xuH#-|;b$aK8h~PtKfe_og9F zW;@CM<`S;}StTjpvQJ{~gzoM~D3EFYy>O2!2As@^%u5ZLqb(o;G+E zt>;*ME9(E$+|$!*Uv3ffU^t|<_XMlUoZeIE^ABv5R098k`g$s>s>{Z`RXjgK81g-+ zAFSM++B+>cwif(9=qs*22*Z4b>kGmVFXH%4@2JU4H}K%+-wA{MQu*(R&5ouC5HDhX zsTxK((*wdlp2*MC37JdP4Mpo|wBOX(A#dAzh~7)0`b$2{ZS128^iw%v?%z`Lbw5jw zx(oeLd%yj1k8O5h@68EQ5lh@Aew?vyIGr7+#_i$Ee79Me1yztw!T!!#eaq3modW%1 zduQ+6%Q6b@!t=3bKbs|XK7N7ww{u3Ol@4+T;Ctlvx!Yv}TdZI6^VR2aXLnV*63YF@ zxtGV}HFpUhUxNB|K7P#7tgi<_ACX@Sv-?lyOVZD(*BQh6?tR7jK^Vr5^s#b!uTFTu zc4M$g!ZMg2P~R>jZd<5+GZx}&oL>lo|G@7reDjDCCTjwH=npRZ4jw;#@F$3ekRNH? z{q;vXs=@zpBE4w?dp!f$UBF&gw8{Sm`VpBY|A{)zB^^x*fhQ&|6q z*?UC7tll$!Pq^6+=tKEsRn4k1du9mVBYj!bE+Heo+5<*}VxW7&qW^1IE;Uemfa65VrSeWe_^l0_mFwhsI zmoV2S!VsU}c(Zf+9Z6p|jK{Cph3oS4)*gfVJV<|b@qqcM+J9kvi}UZ*7qdPb{<#;< zTi|%Fe!P9`L-t>wm&y^#>?i+3<@|i$)lY}D*Bw30*W=fc`kGbwbq9?7T`Sx_b-Qb& z@-S-ey3>p+R}>z@e2e_L9)C3Th4N?iK8^5(b#Ot9(HeL^AMN+XO4CjgmGdC~jq}+} zg>UNhlIi0$80-S*(uDAE6=p})Loy0+YJrs)5_(4XF%+R^{#vU^~UIKG=3oz2bl zbm0Em7O{UO4D;Kde=*RH`B^H5?{U3zGx$0K zyoDIXhx$ht^byB3tnynGjkPpCh{e0_F%$SnKEwjba=0_r=%?0n;G>#{G_jiFNP zKF1xsTM3U$sua3W`*+6HPq#4n0{Io}@2=M6Z`Glq{UxL)w_BoSufs=xKUkhS=FhX< z<68kw74w@gk2e{n_vVF!A^(i@6NY%B4d&;y+4oF-tUfz0NEqy|4Lv-5%AMcWpyRg; zxZg9F2VSdB% zdxe(_zU{jL{s`rtH)D~y@9E(%zaanePCowCAvl4bN6NdecVbgf4$K!wUtY1)V^#Sr z5PzUO<-4U%(Ml4%M~L4S^j5trc~}?h5AC%;4R*B8Q4?EDyE zpbz!);kymPZXO&3{t*59qY;l&jN*^-{T9No--7iYxu5O#ep(sC%Y;*1{V&b42Kz=_ z%l`f^gxfZZ)5Kg8gE9r7xnltgJW#80A&^DPyCHy$Q@uNblo0kyabc z!r}fde*d_BTpzc3z=gxAh)H+J4N9uJo7j|}wrv0IwurwGG-JdVFC|SWGWrSTD52iL^h!>eKtjLc)AKPMF&_tIzUb6=ol; z7fch~zrgWVOo>|?Z6!Ldi1b$Y6_?h?xI#SFDyD}p_-mJcG3c+=zZmkNM*m{qC+=sk z?`Kmy&)R3_rwPOPYScHv{Jb=)&(41^%l;>nk=4JE>@Jb<8T>JRUp45J@r6!*VE#e-tD4y7Vg2-zkiSQHSDjn_N`HVX-#@R) z_sa|^eap|MR6Axa+-&ay`Z-Q4Pr{H7#P12i`hxH_o2*rb-*Ep~y<@#{?B(G0wnR^L zVdB_hODlkXNZ;$52hS?q@PWw+zpv@*;$u6nna2Z!LI0?H{LT&vvtNRKqWo%VeJdVc z-@x}%3B!AD*nX}0ea!`Cr}=u7VRzz3t%XU*lCq-^k79gO8`0rqM%Os*zX`*AF6^)N zh3Vsnin)9}^hUbg@6?xNihaqS5C;E>{_xGjG2=b1Uj=`N^t`dPaeHD_4Duwr&$w6b z1%^Dnev^^udn0i#lw*H{xjwvU=%iNNrJCn|-u7@k(52rbV9MV2V2`MOZv#u6&fJ&)=RJ_WZx6>?I2W~p`(${&{_XbxuP^jE%=>@WSy=4Y zS`7Mt{^8xujRqs{$bdT z=poGGiI0O`$DCO_7yJ#j|MA3W^@UCrFrOp;Kb}dl+*mUY;(5#$e5`Qkc<07WT zxMr$gE%jf2rKINIseRxdk)MS5`hYOV6Y2S^Wi#fbf{^PcVeW4}Z^?i7X1W*8XMB#( z&xn1v1KtzI@qSU?x@@734%iRcGs7&u{l$M`w>g4bo{#+UaQ&}=T@G{q@#W3(6SAeA z5O1UXeYLz|`*_tCSnnc#zq+Izd8v~E`iT8~-5RED)~5{Y5y$s!!uuZkzSZ&k^0!Mt zf0TA~hVv>^{@pz1Vbogik2v0jO+FpQ$^V7(wAy0+HDhEEMH z@78sN{atL2FyuFoUcy}dth^iP|M#X^oxW2`L0&k&HaeM`q~9L|`fDogpD@IG*k9w1 zi5=cc{8BhT>kEbt5`TY4EPgb3Nx8fp@#BYi+RqDa@v#2V6}Lwi~YER&Xo)S7|)Qu~Pc`kKnQ{tyQJM*ja8SFpK8TlD`GD9;~JPF)Yw z)q(zD`Ohb1dsev|;rahxYL;dlC*9`s{W7aJ{`PDSUvK`Jwc_mRo9noJ{F>8iO^x{o zh>r}!{2&bLAzZKha`j6x8Y&O|8RhqD+vkVTW#Qa^{~r5c(wFZapg)}de_!7?^0}fn z(1-d>nCAz7f6}kNr}Bc&pG`BrJ1U%>2fuaJ#vLoAt|n%BJ-K{$hD^*yFP7nk3L?^vBJSrd>ZSjR1Zj zzX|jCra3aY(_GV|ATN|pbMoMvBRO_(e+K(+8NKKCW{o;{4}@^apumHJTOhyFN6haQ z#1Q|WelX1P)h+ooR$WxjgFi=k{3)(qI5TV%Ul07X+SNbZs~+B`#Pbt`A)Y}0%&oh58-Rpy|-`K2=jqhzZE5~MKxL6RRMmB<;Sp)<~v2Hp4akr ztM!8Wj$(c(N)3O%bm7}9mcLe%TGr7=anBL99%cA{TwQlu&)@fN@Ao??g`$j>${sBv zB_fhgDqD#@8Ym-VRazn=q+~{mkeSg!DWR^dbMKem`@iSo-q*e7o_)`~ zuh$#w1J_6GEME~wZE;rnX(`Y42Mj|!1lKQ>(@9xVqYuju1yV&x){%RXSw1F^9=KO3 z<%ccYXTb5L=W5LTw6q)KSNObi#Ll9Kf+nap;CiG_JbD^-Zav6TY~KRH5Rb+Aqd>aw z%w0#>7T7;h|C@_H27gQi`$2ih=v*y1eX9%Xw{Sk0Zq@;pUmpN^#Qs|#vwB-?+;3g5 zA8|e>kjapFYdBj6;*-0`J~-}--veYA<`dVi7zX<({c?^) zW%|Vqz(1T{ZppzvDT74%iu{mUSGBoY*-7}GHO?m&8a!Wnjp+S7T#vkt-g&!m`S3m$ z>Ysf2ujNJqN5g&(^+~=q;mk#sEl{6AdgL2ZyC- zMj|NW(Kv|5C=Z3{`HOD7D1-MW#qYZb81|s?8K(NRKp|RDIb>5`Rrxv6wx^;LmVPxpGWYa^k)h4!sv+;q%xqZH)F$bV%e z>-6bPqVrmOUb(lwiv9GJKrhm-JmmZB>-R!AKb05QMn0<)eQyfoO&IJG<*mGCu;h=& zfh>O)C?8Nub3R`T{(;6PO#4fLO8;Hg+Jk)elhW11Utw<0 zh;_=TaGwhMs}9(kDm&PZy^knRU8r*_X6z2gPmzDBHJjo)o-kzlDS_&ngNHY^U*P_h zVJ5E*k`0{$2Z_#)#PL=@7~(nlqYefGs}JQY2L9ss9ZvOgdUv8D!@sIAvOJ4&);~4-_!0gY`&3 z$3WMD<3iE&NT1O5%^QP*DV_;v9)=#TM2 z-Tv3a4WAM~zEi~dq@LKt!`ejy_AfZThS#0@PTeB}|1rFBs_Sr#I@s^v^BRa@zmDS* z2L2;|H3~m0IaDQzKe)b5%SXSEJ!r)BrPHcnRkM|{VBcu3osJX_5=y^-d>rTRRQd4T zTuXO|*EqiBunzM+ZV!a};5eS9ed9=p;ZGrc5_aCZ_G^_im#-#b_&%R_|1Qv6r)HYk zRSW2|7O$5uoWG#`5QhCP%2zYlYf;7^YsHPE&zi}LGi&Saa{dzr|A6#ro-cVPd+H3! zcLkcInOd(}Yr!7H-(z7I_>KChSr_doch&&(i{?iR`bFz`bUmiS;PYS)gujiA6m%AS zFM*y%4ALY1AZF)@0!_qFpTy_2{Lf!=ny&=>#{5C+{7i}RYo$E@(YlwlNM++lpqKi; zoU$(8b)x+Z{K9Z3#qVZ5a zyD6XfFwyF=d<)Irt(V`{>drgBzc`8Yn=p)z^LN{M*dR?~Ea)flgD{Wp-A)#t?cT)i zuL`>N{GB;#>q^i+jF*I2y;jhDm$a$lhxbq)9w(lUFr1&^dI*EPiQgAx{ed3weR+mq ze(`-*hQS_DKiPQnf3vKe)6d4I`>?DX&g)QryQi+N8+ZFP)L#(mYN$WT^B3LMLwV^2 zdzpvXiQXr~cD)svZ&Sh-@c7ijIXC9`A6FR`AA2r6WWUk!1lSwWN0{CB67(#Yb|CVh z8u(k3Z_nmy`ww`@aevX<$9HM@vwh(I(0+PHZ9e|<_b`YLX#a%S`KLg?XKP&lFV^t9 zxE{watPkZ$?Qnku^-X_dPV&Gf%V9hmUq2vW*9FU5@He<#{m5qrtXi*tzad;8(XMK! z0r3^%n?7MWUl$OD{DQ`R_N`Cew?ANS_`HGOY_7uGRqVV=V6bdS+~YWBZjT1*{S6yO zi2m;w>0y}d-weM0=r#E5Y2ZK3Z)nu_%(jW+*?FnJ&|#}U$#5;qkMl81?~4fxy{=Cx zelZpNS)o|}41lGz83P6Fz6G~&)VBbK8DF2J%#lgNRQDb-&ZwV+JJu;PY46QalM4WU!wi6{!HJDNAGaz z-$PQ0;QYf@r_#)x79m30{@WyK0S-h+^X3L>qYtZS^UWQ)hSu{KWOaV zXRp~sx8W<`|E^GPe`B1?_0LYr$zPofnxp<275vO zV!C$g`?!wlc>ZOYdfIPsKUt^`3=#JyETDRgz)Y{P$Bei8cs@@U@_C$}Fz_44HwzuU zFK@~U&i}r;R~0Rmdw~8Rzxu|V)qOSXD7()q=(nb0v2?is*H^+&A4h*i7|#1~KEiOH z3Hj0QgfJz+N#q~J^%w!e%Sa#k-7h%3w)i;D-w7*rB6|CMm~vkJ$Oxbh?YsYEUqQe$ zHR-P84+z8aINyK~&o<7p*bMbKT+e{1ry^o{bO3&!eiDZBEtKzo`UmH7>++#~g!B)T zld*X@>o&aaj{F*^b5mW#z!vli#~?&Nt{$io(=WN}w-<+rMs>_Z0nKE7Chy;o{Xbe|E~V z_)nPUcY}?)NBDK?&Hc^bktuV0;zo0SI5?oiSTV>3>>u@U$Y2@2wRKwHUvYgyn#0C* z%or}|C}}R%H^K^U@O>!(YiIUH81h%-FJaiP;QEHDxKEULcMRyk@rSAId~SPnD$Ixc z8>ZiSb*-&3ug47Yuj~?UC=Knn{$UxZKTHj7v-?s4bAkE&`b8x$KH4K;kUz@XT&>1F zVP|)+XY}6;Gyg;w_=)tIugy8qkPr&>OysY5L|Dq|ti$j=JQ(v?DtOCnb_g~7+sRDYjzm>bm@ZN@*pg;d$t`AmG1Gesp>JIfy zv{$RxMH9at7u}ykdn63?0gML>CsDq|@J`|vVaRup|Ab}e|HTA^`F@r?AI<37zH+-T z-Jj>9R`+V|hW8Hz{XqM+9$EK!^XAo156AT|JcRgbZIc+kuqg%ZyQ93UV`nMNC^@XS zg7%Nr8SO8_WIKcW48;5=4EB%fWti><3mBfo=ELXVe2nP1F#EEd);!2>(O#?(OI0%b zP`T;Bfmfg(;`2CxHDb`efAP`(*WZ-UPyN|`YPjlEw}~dA^8;KTVX&`%Ft3kNJC7g3 zyLBrYJNY=gzl!!Sd||!ck(4X?q8-lbl*WRa+HDHdlP-gKQJE~S@-zLd(RWRzC6mN@QJ$OIQYLgw3kr}v?k1c z9l-5l)cwdm>-WFq`$dLLY5q}_lSWONp{hvVe-?~t81L3=j)Xj&KL~6Tt-kHaRD*at zK`dXwu>Z#V)@HJN$k8BK$j8tgZ9={mmf7^?@ou!@NBIVIJ+Mz)?`W+*gGViQf&7th z@S&2FYfm9wd5Fg!jTq=he?=Jd3H6^aUq4~Uw{iWW6C^xO21EQ3-`^52 z>_YVp!r(8EeukNS6PBg>CIb5~t-VWD$inycQ66K>{9F%cF9rQ2yhhHsIP(bb3+Wqo zF|WoZz?|ow4y$(;jT)TA?gt7SwyG!jMI^%aIIzD%#x=j0=O1(aIW*2$Yp$_b!IAtw z!|tRX47<_%u1NzrPtWOLdB7I_*zF#IF%;Pm{XZx!OX@zU$`rGmI zj0x!nj%_Gj$n9yu^Ce@mK70iF(O)0OS@@LqCVfi&(a^73B^Kro>L4sm`T~WOf{V8F{?@|7&o$W6P!+ws& zf7!Ekr}Y5vU${P}l^ahSlkFr!_pt?pAs<3}bt>&WCiiOz#AD>oLvfieOCWS+mVh&mi3UpnG{{Kj0_MKgD~j=YMs#p#F{aH>K2Zg^7~r{WToV z<@L-YhY6zhr+SO!O_G zlqLIZ;CzhwUlbH-360^r3D-LnG4LDfw+z=4zZve##;5))pPnZ8lbM}3jNLC0OdFbc zexlj|kO#_(FvK^Uf13ZE`*#O#g8N>CSIYkkUalx~N6$~!$*bI(_ld_Z*D*_$X!RV&?bFrY`PItP z9^k)FKCTC5d}#P70sO`J-6Ur?ExOYgQWJ&#XUv&qClRddB(X_CeWfZJ;~M zkM>QN`_~yK7QLDfJse@+^sKc{A>vR z3Hj$S=jy48*~>wHkzNn)1Z$srcj0~~@{cg|NB!_PB76F4w^p8idsJ`lJOAn{<%JYa z7)~Ym66X5i+2yB{!H1#ny)M)TPb=fR(_U3@-iPtobFx|NIhPX1@34MHSYjK=i!jtf zksi;~^&4OGHG}*G^=YQ@-qJ^*gCPG#e=~FX{?HazE6_iTH-teyQC@^W-ZfuBg-v2QX+XrEIUVML1u;4~$FL}vo&_m?FEv&?Kf}%vH~z-pfAPGVwO2^Y`@0?N+wE@*_C4uu4D{l8B0UfB zU3|Y(K$!bS);^8wpUoFf@+1u3+eP`Z{=3OO2!p<(ele^<@+A!K)1v$sX7&DsMsI71 z)?DQJv@r0H&9on5!M~wBE-WcJ((vmM=ogOfv%XtUs)gwLlH&IZ1wN-QPa8OO7LOl< zLH_u>&(;6>nfz)N(*M~Ce5%d5fBQC;$1lQs|3X-io&Wf>%sXq+m;?Df%6E~*_(OIk zHQ;}6{6%B+55!yk;qx!vdd_#<&Iq6%*Sq+_D!;KkMejQx_MK-Y(IcWK>?icZ^71|I zuWf&MH~14A-}hl~Tezj@d+_Lg2(#~{349-)>$%gaUgZ_*-`r8Tu(Am1J*Z#*bzb2; zwU_9=CE?+z1C8uT;5W@#1MPz_ zr=nl+4EliU3GnNe;FGcx^qcUB z4c*mW`oMl4=?y>(_Kf-yD52()W;+k$gX0BCJ1TTHaDx3h`cuN3e}VcBUuewD>?5C0brAPV>O0Sv5^UI|f+s!Wg5rV$s`j_6Q>$!7bJ&%us z`T6hCY7blg!)g3{Y}q->xr@4r{=WpDU%vOJ&5+S4oS(}RH5&7V-iH6*MSn>c>>2sD zyiOssO#MC7-;sYo0cBhK+q59RM1K=>drQ%4wN#$31T|jV(|g8hc0X1S>~^lCS|$zh z1Jn<~JbzsgV&$eZEr`c+h8evp*Ejd;VJ+nJuG}cQ>dDP0et%%qxI5#!9D2jgvsX>} z@cXl0I=}z3%5!M=l+NS^Pkl*X_2mRTA-g; z?;*_n2WxjG{t$+I2IpJ-$i;f#6dUljs2{6;hDS`Dy8-eKY!A_hoK^I;iszppJ`X-! zuh_!#S)od7KfZRM&%LVf2H+>sM;P)E)StEIYTk7kZK-O-@cq3$ z#*<9B{MRV3(Xru|EIA?Y!8GXKSTP~`EQN>u`LANm&g8uf#2va z)?KRTztLUv|JdkXL$x$dS>Nc$^Rv)XZF>SeWI^7TPZ0*|!|_==y+18r*qO#B4EBcW zW6zf`Tx9ZM%=2zgPeFc!5`N9vZ@8SbT(*&tA^`&MI@DJ+` z5t7%&m;G`9dE)+=F!%$^2MB|_ke>{*`a?tqOYaVbx^SM4`brqqhxA8uv|nUbHVOO@ zJ&zdTDbgR&Cp2BQcmiPLXN1RvQzPvf;rtu>Z#i5%V#o_)cplp$voEbYt+EpI1ILei zcD5$jH4@JAaJ(o~S_-T3(>!)$*=7~&`DOVmW^&G&Nn_jCkNGd@&(s+5*t_bmy7 zKSTaUd1`$$zPAa^({cY9wLjM4?1e&jzm3K#HNO7&kTuuGsPEODZ(WaZdy4v{R`O$0 z9rxeS-L|NC9jJ%=5Z4zybMNZ`N4#KsTu=1+)fPi7dICTH#lAFubZqR|H5)rXzJ~EA z`nY2+m2DlsUj&HllQ7tW;olhi73PD~4*u<*=VAYc>xsUimR3@;ncs(ue)6c@|G!kw zAM{@_I5e?}PM4eA$Rs5jvAu{+#4+GR;X{)hC&CRXQVj;@7#iQ1FuUsh^u1OI{g z6pI+fqxMI!m6vT6!uw*o#QfR1NalJ_KoNZJ1KYP|9~>umA`SGRzHPlN*-gJ=UlpeR zaYd>Y4O2zm|HA%prF&=h>L~jEEUbqR275yKwwK?o__J^t*N^Q@Gn6m%E`;}|kiPA0 z37=1|Gv)bYe6P?v$9r{f9*FhZc!yrCZLc=-`Xgb`C*)uJX4l)#GDYA2Mg5G=oE0EpP4f{3`^WX|P|aC6B2;w$hp_t7KA-zXLVX0~z2obXDeoRODGj9c?5a*~ z88D%l=Nr2f5@lKwMk>?$9D>~|E?@ZGEduUapucC>jOO26Ra|z+M^@I8^m})$*|4Xj z#XvvuGoh>MtZt5dp`L*JOIUYCSF*8)=er3J@0MQ`=yCtTFuU(f7~T&@`(c>Xe-f^J zDw7?e4E#oZCA8!{e!I31){l6P)zS3d+w;MnAV2mvxQ-ra{uT03lo!LSK17(?>)vJE ztL|QT2J*uB33K~rIE~i3&#`vuH@!_fe@~o!XHl1pqW@Dtek9(CikPmG&*hWY(qV6rCp!w7zOr&@=eO{ zw5Zy)8R7}9Hz`{vC4I&h=ErzJnD0-LZ38uizRH93p?xw;{|6{Yj(G1_*_HwIP*1Ua z5r*;f{>E_LgZi7Cv*bnI_z>V9@;|w(El0oickZtV^Zoe&+hVJ)o3*%o9yn$zog8Bb z{6+c+^YtER9N+jz?-JzmXb&kfDy<*sbcTHC9}M*md_HAn%IO7TuL8f3|0%(pE4&h| z;QLI-&y*WOC-ihwQ>h{P51M$6);!(}`ycdQ2Zw7mJ>@+y^Kb}7xF}!{# z?LR;E|Kx(Ba?_2Uygv^7!{-TeeLMQJA+mQxHSi19OBm)u{XFK9W4f6V{- z$Mm1NaNiZzOBm#b@;c`KK+yI_4dNs6=hzj?@AK=Tq5g#YBMk9|`hRJ;zhs>pKOaw3 zU*0k(${y+~IA3a?r5kFS%V2$5#QY%4{b#DBRcL->KluL|96xotw%(TRSApNSp41b% zt%(&MVSTutJ1*R?^P}Zz?(dI}FWqgk=m*?S!ud|@yRG_pzn;*C=uhkLIImc#4&GnE z@zeATdhas&kFO_fvci{}`;uTjTyNUGym0M{%fKE6is>Z`??Yn#L>TND^U1WL><2q9 zABK33{7he{FswbJFT^LDFManii#c~3z@MQ!2t)pW{7XMQZhqH?jo`0weS{&u#`UB> zT^8V@mlzbpOs!!N6P6!7?v(P{dT#XFope%L>wTg!TTUn{(zrSq}Pu^|*}Rz5^zjt^)oJ60e^y=o99ngkd~fFT?D33#h=|oSn!JywbK4G3OWC!KZVbq^tN139p?o8nD7$g zQ!@+0U_V07Z;x81_QOevz854oNtoq7CwFY|d{Yqv@eAiaxv$%}kCHd|_@^}M*9~|y z1mJSh5ehkSe^{G6Tb*UzJvT`?ce{!yk2u^pnP$^m=NwivqyDNn0_@E z#z+2T&l{)Zv*kDZA2#8I+CN75t$=(L^(PxK?DsJ~G0g7!GR*e>+1uVIU+}esc+p2p zKVi@hgTFECH+uYyf&W-Pr~Yt0hyIx`+*iT;g^kb7KiK&6|5*Zt>HjVm275&LW#2nq zQt@>PueT5ed;X^#_FE{AGlE}-27MgN<1xeReE!Vr>nWp07Rs~p5{6SLex5nubW1R_ zuj)uCe4m3b=uc1a`Wb#r`6^+M55{}K?0sJWYkx%k=}gO(-6P!A@$;v%R%w$*9y`zD z$60TkS!xwaAYP!poQme-PN#f8ySVLmk-x%^0$GMHjUvoxD=UD8%$^A`Ex$cnCZ5P0QVEZ}MNUi1F6yf{iNdI|7 zk25|oO>jPh{J0?D6|M1B7xs^+?+ouEd0gl?@>1uay4*is@Si?cX1%X!2(ACZ*_P_} zjaz`kY~8pI(M`yw7r}m!+%TnNEO_zDvt2ZhZ9-}m*k9m!34?#3=RdCBpwg>5lSccf&6EeuY@kRp(lL| z-lxX(T-laA#^>R1cz*-&)t#G1dG_xK`3def34_1D_&}KJD{H6ki3+anOgvb*`J}2j z(R=mIimZu?`|A2IL`*PB1EiL`WNbzoPJr=3eRIZVO}pN9MkqZeyKO)Yq;Me4C7(Ff?-w zyuHQxbW2X!t)Tx?kT13ucTudU)Ep1_HS&ir(1Y|9_dcs@aCSB1Gt`b4;v2PF{<&lJ zaWCmy!4TZo@)DOaNUl!>n4E1FkuS7Ldw*Jv}o-dSG9`i~5 zIz#S0(OcqqMcDQ1FyJRXf7_tT zAL0C^R$H%3EMExgNBb&`dC1C#8M{`jOr{7f#H5du}+_&%13+v;F42fOv}Y-@7t*m8*g( zuMgkvQ0{KiX&l%i>L>hFEi|8&cIR{{U@#QH&4b^*=L z+ILfYVVJ#-e!nE*{#}cCoF5fEzQ`LU+JZh{J%BLJ|0@pvx+<_shWWAHLKyTH^@p{y z_pvHU)5{O;o6YT`;@dij<+H!Q{uTRIYMHNI)a$7dd;hPppVJq;GZ8=!uD^1~w@vo? zL45y9SmrRvyV8Efo}ep(`TGi$`-`@8SRr~}3*}S!Cs$>%askL6=d04a?%3tra(=#1 z)$_XkqC(OCjiCNiP3u||BNZu=NcEDc^-gDB|0nwXE43qrc!}dz%f9Vd?o=+{OLCc* z|AgVbxAWf^>e)m7#xOqa$EiQ(f3=gl;E>}{sJE11f5h;-|KAw$ogRN<&_9$1dp?@h zTbCid<6MJ818@JdTRrBt^Bp!6ZnPetzErf z)NsE7feG0YVIkvBZM5~DD}$f#{HQj~(B!0<2Iqfm^&EL^>;5nv<~wymWX~#G)r9kM zoUd+tOV&_H8@V1dU)^2Fr=6cn2l_DnFnpBslVN7R4@Tr|k8l#b4~6i2u;6?doyq5pfBaHVcmcUfr1`5%@%aPQeghtEft zpEo{ya8BAg;{x}8P3o5~F3&j2>#t42{cgWXi-!FM%BRUOy4RTz4N~kpxGC(KXN;8( z%!lfe!O<0zv;yws9zxe7-s(DNoT3FeBTKWf6?C)=HGvKvTmvRv4CpucevkScp2I2 zlbZDSQ5}jV{w8@fcXqEow@36o8p@wAM4d|f5UJy?Pmx>e~f2@L7)D8p1wCPV9&Gs<=M8kUKWKSe~t01<@~dK3)a4e z{0{YnVRrxTh1%UAR$qNVzPP>@Ew#bwCUWpS5aid37q6Z){#Ab_4D_HryyKk@n3(>q6c8SUrs<@F5-f4{xzkl!G^Z*0p`QDwJko)5J?Qah?T%#@$swcVMK`Eq+E*bCB6n7_Zr z+RqZbtew3-*WPoJh2T&T)W>i=?RN5K_uSRu`brq|mD+bXd5&^SgZ&25+kS1@#gOtj z{JfoEN1}&ec3+J!_t%7ZzRlX%euyxS53HTpNBiC6!&WW*;QbU_|A!Crhh4tB3gQ>a z`=d*(^QgVr=TYB3ozHZszvRQ~+n-N) zZtn9llHboKEUixRAq@8saeRg+(0HHEESqbR`;qI*=UeMjQ$x2Yu=?}oCl@_>P3pt# z^^3oGxRz@J#0&HfUq_uP9=~WY)JxGHd>d*#bo`9Xoc?bcU+6r_YzBLw_5)V8A7qEa z{t@~4ea*G!OEav%U%89zhv77;ZxaT4MgPOv50QLWJG)Q&JuJoIhH{n+`(DNOha;TA z@^8X@cGQm_!EH9%?gYX41?umQ;BR}HU$%n%qJ9ttdXQd*+4;mzg9i!6SIvU@75b~6 zo=zL5tbPjh0vzw>jhn%O{0Th2{WZNXDrx+Cs1M`(zZSOtcrooTkEg%ZdL_h9xdZDP zEM7lh@W)6GYd58Qk}%vSLjOV-;yKo{*z@%NtpdUjZ&6;qcAx6{yK)iu6T(*?f6U9R z;`O*+cWq;jH@@fhD+u#^h_#oJef^F;CU<1TT%{+ZU%%rF!-M6MK>yMH{wO%q&N6a@ z{U@%U@c-IxCC;cGHI>yvg%S>}uPxus0{)2mGYtF@^Os@pKjQI)629MN{0J*z_mPAW zev>X9oAw*{LH!Yf|E2!N?nuRKJj&v!P@-hqU2_u+`Aw{U{n(1bfnjpKxE`UzmyR!2 zR*3Gm;&_q@3Z~4nWp+&7LdnK0*;C&7LA&^TLMZtv$nU|+5m1lB z{!-U=`d;2YUxn_U38no^UT8HGLjH;E((4VrUM(^L|1Oq~P)7LeQg(NLsE6SEGRfMy zUBbsey+|x?q0G1WYorI?X5U{G%1TdeeH=Fv^c|m z&d-DlSD?Kx4D!VJ<<6<3&TGnI?`sIpgl7T^*gaW3FUQjEqg3$;QAnc zX3EG_2SxYUOvLmO2LC6{2Ze-LeMqPvzkOAL{bZnDd>@x#mR|`K6c2jUDt2f2o=~Az z?%w2KXCa@$`4vK%l4^Bp;Qdaq{R;`R`%prK&@ldD-^t2vF-7RH{cI&JfTHHlwav4SU>WQFt3XDvvHc=c{pF8=kMO_?!8GK?vEf=Romp`yHiwu#{Q~AkQN?mLL{dm&-aAMD>j_1)tn3(@zfeZ=}o7~-Wk zz6l9~KePI~9pbO?KiHJy#rn4pe>;rukzCN>4d}Pn{|h_hdn*Tzbq9KIeQLwUp8c&I z4*bFOtBtt2=eBtT$QR|Kb|Kr!ZF>sb2U;MWk1*`7#pg*v!jO-M>lX}zzeN79{vAj@ zgn@r(@9g<#Mi0&h`(d;%)?PxmW5;`%+kLCRo{;{Iqh{!SdbbVkf1rP3xPs{KI8k-k z{99ol52TM_=6?tSz2baH*sBZGO;rmX=4~?MJ z8-Kl$ga4ZspH~VswwKI2+rJ(1bCgFX#Z7^Q!9Q5NTu2!51026o$GSyzS>qs|!SM-$ zKA=20>1&SZWpo?r_tYM5H8d-F2+%|0C&<1$URw$88%`4Qs}o{aFZCy^&E`uz6Y5l> z4)F#3TPMU&-xu$VP#Z+ivqbD}@en!WqxhozlWGbJ$|5e9#GR?Hv5kPqtrjp6-$ zy}vQgFTPJDWaH8I2^j`|fc$0S(|Mv$D`oUAf2~8Tel6^*r}pMl)DG~+(c3tAkXZtT-|4YgNdqIA7jNn2@#6id zuyf_ow-0U%hw}mI|0>x=cIa`~4&#hkv$WJ^`U+ehJ5lL z%>5B-PbPZ1j?ee9*lWP<_XxYLId!~io#;FV^+UUJq@(j~PtZTKAHqEU(C+21`E=bn z7@zthX8T2<_F}hTdkhakzJcr0-uNXhYgq`Zp9{5P%<7L1j{^J0b{(_Q2{(sWLOex# z?lvpCbHD!Mz+S}lE+JviH|*c-#Jq2F2P%WU{)3h2ex|Uy+3I7zK7Rv!!S?R+?+#WT zt;h2L!kiw4S$@O%(|%akeQ~5kS)%Cwg;1ZnFR62}*|-z*1LI|+Mk zZL)e6FW~mmvuM)x;Y!+YA0FxHSyI2!Q#k|v&mQfgm%;r14itIA_q|Yly?g$5arXJo zAYa1zHA9|kP-Nf#5bAqn2Ul!*CfkqZC(PbQ5E{n*JnX$$7V0TTpJ9!=*2lOKkROg` zG{sJDz}rA6HEK6nyK0KO#s}~hxPHQ5pU7{coP7uMf6Y}WAbO21`BRu5{1Km>voIK>uUh4nOS`qXYXV^hbn2UKk%3X7PRI;JgZsI--(q+&&1YKl;Q6`37GTff`+Pz()vJ%^ z4(H$J6Phgzy_4eUpcK)R|-{ zJR*B!_zm&5pOvp~M($p)H=MuUL~DCHB)a;?!@Ia zpy$x_mLKY1KhiFaFNC4KfbpC#^hbWPcDA1yDEO$eci<8}-$2u9zb!V~AbwzcBh2%; zf$K&HJI~IBc!uj47+QO$Tuz_o2Ln?YayNgz1?@=hz-RXZhv{g6extn)nvy1&lerhZ zzlr-{!r&ip|HInvkvv#C%kKs)iCg+?&m_n$aQ;CdLzfM{KbrGr(BX0Wq*6rRM@9W5 z4C_IELKyrH`dh+~52F1NhVyUKN7kS2n+h4G^Bv)!=EY;w#u~8yFBT4VJlt0!?+et+ zkiNkQ5@U+*w*i0A9}Lc&d3yOP3mLkPE*$(pBR1^XE@(%32(#}!3Wpd>UEt}zTrz>$ z8D{mKA=POke~uB|pT_ku%<4siL0?gyhW2=C?%XN^^>xe#2*doieun8jxsWjM1La4U z-5(MTH5+EV|A;a8M_ljFY0f_yzl-iO;eL=Xw`aoaK8$dv=e_22cDLX>1o^|THtFBc zZK>m1hQ#vv!O+X;(>gdUX7zgE(8iw0^GnUx`Jr&w%C;b#3(=78qx}tg)4%(m{`+}+ zB+TlgLi16BPd%(S1o<}hH=pIwZ;<*%&?mGP^Xm-(&znTwBSw9;nB2Q`sN;9opJ2O1 z^CJK8Qfs+Cu+)qjTk|*q__^_muO8RNgTJytD|HF2MS$=KRPcdy3q@F)$ zJgbGF0UcsTasOr&Xi}E%FqHGdTCY~Jlg4PMcc8zpHcEODR5yUVPb9QnVwaS&@H@{( zt+!m-ecz`U@*C7A!q85*QA_jJ*-XgCFu%7(4Dv_&822pM}8x zy&yd{#);)waW_DpQT~M4`$9sSvc>!T?KeU`iS*gDciUim`whqk#yH+H4 zfc~NUMu$jRU5*v;6XnNn4ADC}tN)CaS&86JkY2)|U$`E^?0%onc58{3M#W>G2m3Qz zLgN$W^0SS*`Nr_a7tkN1$2OsEf0eo{yRRxFtYAp<*}flqesK4v;LowYoo?ipZsBg+ zzt|bQZaF9H3-ussA2zzb?xIidzAe&YNB9--)9#jS(zoU|Kbhrq zmFM~Um_L)NN9wMF@lpPSVLV))y;O_IzMT)@{WE>>{DdK&LHn{-{~VNc^90LZN@=Wpnr8K(cY724l_oiEgih5QBMA7P-6=*M=T2la34&V!cb11>>6 zhT{lZ$ibOe#WCt0e||5`OWZd zeE&m8nBCuF803NUvHtXatkAKaN>i0z9oP@f=eV^cab z^*8+&^ZLW2+(Xx21>~u`A^A_br8)7~f_TNV6t5?}E(==k+X(&^{k2oq&okc`Uj_P5 ze+hGc<)jnyOQ*>i_>2D9$v*E`AGIJJ51q!(ky~Cb`hOv6M-1zu@navGCWofNdXS%! zwc-l5db+`S2?wU#jXv`U)`#{mnJ~TICUll?Z*goI2>Oru>^vd->mutbfN{Pl+8M{C z6&=8SQ9e^V)YaUU>8mtL)`|6tu<8uSv43Om|B3(LMO1HM{g;z}WaFi=`EY#p{*jQ{ z`TmeFU+)w@%Z62+5%7Knu6Ig`{|C9{X!pj!x!5)$Sgke8|`s|`M`Dj|H zs?dk>RTqo6medFzQ`*%Qjh$6Y`_UUlZo~PMGJX(-(#|2bJt#-`5qoO3s+~Xz4^QPgkkC2Rik4 z0Q58d|uCS48Cv0F!(cEANA+^XSa)m&#nfn1pkZcb*pJuJmCCENgu-Qaududg0p}= z=R2ySM8-ntU`6^o9Dj2jw>GEd~FA`t70F#b$}_ zAlMIMzRhqaTA#WXh1R-=KfU@7W8cuCFf+gnX0Q19W#Robm$b=^?hC*>N|_7DUhF`Pp3e z12K(uO2A)ye(qQMvx_4&c>EyD?PI>cXG&tuV$dI~*UTRpF!#k=SD+XD_k33asX!-d zsE;7O8FpsvehY7}_AlZ2?gEFaQ{r>ygFaw?!mvNY@fJ+I@78Jb1ehP!Lm24$2SdI~ z&(~+fKkTCi{t)fOd$sHSNt0B;f1$tfJ}6f!{Lu*h7wwlY!~>kqyQstQhmV~&J>GXW z54qtf`hP<_Pw}oX?efgN4EA#<|AnX8bGqq%gL*vjZ(;e}x9I_Gus^{3hcNhWq<7){ z5zCI>uV?=+FJyQ=(eJa^{!QoHDX>2DCq5zjuHF0Q2=Ald^FGxtlJ#Uo`!8JYqRD-R zO_RF~`3KUoxZ&6W&pQdgUtEu`SKgtZ@Ls?Ve4a4h@A&Sym1qA@^!*2X-uL~i#48!< z;2&{4|7q>II4L-d@Av;(xwCD8ZWipfaQ-D`dzO^iTm*gYCDt#7?^FGeFz^%kv1HiQ zDd*GQKz=wE`y*DELGvwfEh%qqcmV#A#y_`6HTm2z@GmH@C5T}^hU;6>TyeBQHUs#J z@s=?AzJt)uIqtg0j62+3{Jf@z4RYHh=t<-Goqm~9-&PCH<9hvag4M5>x59ilzaRXY zV%F+X&>xIPgke3%FMmUA_h=XFEw0EPKS1I|x|^GsY% zfb9zJJ}L`xnz%>4A*$(;6U%|g1{Q-!%e-513@-{tiJm>?`A2|QNm$&` z%5XmZ(j18i*OGq$J;;xxwL89b%AX^%iRf82BuPg9X&;^+FS}}MaT4zH>5zN~L%xdh zE&HjfSyJ#)x)aG`*{|C0D+eY(Jj4A4!)cTcGtACc34^}ic*|u6?-*Ce-!~Ex=KG=L z%V$^|Zs-K>r=vbCFPL<{%JDMyr^~BL1|$rb0QCUm=kms{A8aBo!hH(lcaUP`rnh!p zupdGG2GyAl?Yw(F$RFn?49bAd2ltY-eP8}4L>1(R`W%uHDs#O(1^$l~^96>PKMc9Q**h!1 z3G@foM;P)WoNvwEqxpJo7Rj^y>Y5|5Q92PffFH>JHP==cpF2DX_>c3iRa>36yT-vIb znLOWGzqtA6841z%(~I`jNG>}o~Rj;I1|&*7F2^Lh6D!ynjHuCyJ)^O5kTXJ>BodJO%Mzu|4t_x2fFgm{SORpD*&_tPtl+5KE$ zgvEb7o@p-we}?o%Y}xOht0MYdHO9M$z4PK@^)n%UqI@E*4tCy|b(Q`9sc?&ver@W# zDu@rbo-H4OEOpmJbN>*jweJ4Gy_aD;9V6 z-UIYFi0v^JG2|a8AHwYa1%JD%tx3!q|_s7glZ-<;yhw=i(9PCGP>h(SBnI zH*_hX%q6eG z`#!kdt=n`%EA8XK|D%3xZIvFi$959zZ_$3@hK@EciF*V0PjSAu=oy;7eSP`;O~SCB z#qr|mj%3}sTqNI7Vt{!5ZENDkK3v$!^>5qdZOPZ3J>>G*uHS3=*cf&2C&Q=R4C4pG?EYf>&F+rtIw^p@e!%{Sfq%h&V~EEF|6o&!|MWcMbC|CY zhI%&I3u~wM8-zOwB6ikn$>aOQoizg|hsSFyzN5kAxqt$1muP1bagL-QyB_P_@B^%X80CtCw$X$H97# z{=Kn3I|LbN!hRL^yLZLfp~}W?Y$qQAN#AF=K~C{W9{uGQ4{uxzR!x|?K@G> z!`JXV@E_^fcPgslkcTe#R~&C&`@@HtN{=C)W4tHK*ONG)NA8%7mY^@_?+A1LB+mXi zD9)?5q`c%RF+T~z{uKQiVZL70PVbuvS^I3FhcL(s?JseapR|711E2@(E%BY|l08E+ zVSkAFMi}bjc>gBxyQzw2<{q$rJRfG*m-4CosTap;)=zDr)NkA-{L`?tcRrUTQ)KGNp*Q6UR?BJy5c1dLYCrdVWe5w>LlBA)i9|B)hLxmzZ~upT8yl_fb9X`cqgx z*5i{mch6NYv*i2HH z@Nx3Ss%s+7gqkvj_~a{W0d?KWL|SsC~j^#2EY z7A_q2L{y)^=Lz%r-@&+#59iB`;r{%v?WsRkzb)nQ^zht!b1Y77hWZim=kTTIsvD-F z_>SWruJ734WRNj@uO08_9O+XZ=vx*p$Nb}we&*IQdwqfPJ$(MivXL)zWvk%-P0`*6 z^Z0h;(wmLnt2e>_IpO#Wv-^QZ9?aSt^Vvw5-PbxAvr}T<(oF9Ej~;S6THP%AzdM}o zXnJVw+4BzI|4{#qUR$a$ahomp`+qQxzsKxfb};U>R#B1WKj!}KV$#0dke{P{9NY17 z(79QCAV0?E3B!H`d{_Bhr{C*AU5P#At)9x1@O#%6$KT0>uO00XI$NfS2 z$(%LXPY#2>!1XcA&WqEtGZTZ;dO<#h`7mLK_ZYtjgFYes3_Jddx&KPfo%y+-Gz|8G zxSt}-?T@w3ApgTKJMUtczF#OL4Dku$ONMb|rGxTr$oG(*j3x7YyQH6ic!T~WV`cC* zC0`@hPhtL?IiP%B)}1P_56p)cu8=Sl#}C4Ae+}hL81g0L7wgaJpP4SN^S_^}26$%imF3taz6TS0^5kz=r4T>nYO zOP`_>SMvSO$@c^AjkTQx{sP-i?JipoB!7n6YVANnC>u-`%dlWqI{^gEBOV1LM; zY)9X^t1TZmJ=uwoCtkWg0Dq3-o$lKjp02naac>FR!6Mp6gl zgZwAVP(408k6$^b6fxqbQ&W)^o^!@5~@E556gn{44uX7W=7$ojH4EBQZ zIakD>YP;bQX&r2kSjEGsv>w$zh|Ih2+=(@&J3ci1V9w9@0^Oe?ES*65$J*(8e!@$Z<$4cgHuC-SrD@%Z z1%Dm>70;%v!J?8!^8KgTET~H->!L=pRh)!wT8+&ZKV)v-%%lpcn0rVGTC_93z(^ z>x1Agk>1O7KQCF0I1cqD%>Qz2@(sVw?90z9a+h?mI(FR<pD4pvx=|5{te}GJz(;~yl@9-$Nc&F zmafB`7FvTn;(XU%u3oZX-%7A&jK2&wQ+u9!`KQli zD1Rn@UU>WSSEu23RbES86YCpc*dJ{98-srs^AD!)`wELp&E6ikcwM%P?61hG$~^Hz z8qhOT+@CPegZ_hIBg&T;P9y%Y=b1h+%+BMBLOMuo?kWlNO%soQQ#IPi!*T}9hx&N4 z_d@%mucH5>Kz+N}_x2&#zRS2jyE#e9MB{oS*O!|v#TPqn*a-HA{JrV<$XQ^K4*MUJ z-!0kevz`>k^ZPf&>gnZKHwJKd6k8wDF8pG~^U;!d{^~0(tOol)d6d+($`7(y2k{jB zD`D>6OWH>s?lfxv$P?v77}kUH6K3DH5Z+cz`%t@8p5MPI)jyS}^+|Le4E4R#wlJ?p zk_NQn{+%$$5ACOP_1v73it7KvwSF}-()I&C&|jA#hWLc_GQx1ah4hqlsy^I&C?4`t z$)`aQ0%{9vxn87B_~HyWQ|_P$#Axxi2U zN>C4y$`|wFuA$~v)4Iu!pCCPV`({c7)?5L9Pq-#~zl7HY*gvAa+(iubfcA5@R`Xlq zkpG>h+?y8QtN6+noeES`$oR1Bj)sn_4E?cLzw#m zhMUPhF#MYAhcK@{-4AKGQ>wWI{;wMC>waF3Z*rj@`TnEAdGfVwUMC^n!1hW_w};>Q zw1K}z{btya=x3Pa7lirwZKc`9JqH{szEPPwMh5s~&G3{>MNA@+st3 z^}M@lmu8s3{toG@8FOj&(PDGRk5RvCE;-x}tlrPhvub|0T77UZ;QqAM!qY$5a|GB2 z(qB7q%jKQB!l8bOFjqcj>R^?xX{Le=`AHzo|9x!~7@)L&lvgc!mu5CX&4)le_yAs{}zF;ft zk8u4DCn}664{{d%B>D-1z5Ltm^Z)R78t-A``#H-h4nX|}*Z(l4*}rmF7qD-PSA@ae zM>V4F|w*SwGGZf%^;<&y?ecFubeMI{uj7N_qbv=KmtLXn9 zsJ-#VlJIv;FhA}WA5T8z71GuV_A|)O$BSo8@vle%c_F=zi#qK;F>e>xJGMV@aq{N{b1wtr{sX*55>dbA#fSw8tBV%*cxN6UCTe6p)9yuJJdk7v#H+q{oP2w^?v z#ri@R=6C-a1HZ7o!`h9=Kd|T7`=NwEKFHtZTfdzS#r=l$(({NxU(jBu9ll?Q_Cpx_ zHS(jmv~t4MuA9K0qCGsFK6Iw3Zw}OlmWk;j4E)A=7-3#NBh2ml>GGZB6K?xKeG|uf zHsIIMt)ngY_XD1dP5gX*nU2IgiB|FWgdsj*{!19n|4}}yot>{dyZLdD%>I5r57JK< z;xX#ebG2XZRo_eme}(b*xoz+7QEO^c*!%L&?c==Oy1xYeRfy*&4Edqn-x&M@^6&Z4 zhg)>lc!2)ldY(Tyw{7K@-H>mgezlCrRkH~k0R95oTY_hJb+!A+&m#!K`jB42z%T6o zVnWh`)=iq=ztCSZ%<5e)Hp2ItFYM;`mtGvP2nf(Nf%T$2yzJb4uyFY)kSD&6Nf_w= zx1HsSFL#taNQ#u__Vmhr<*l!+wQ%1P_372?{uR}$g5drbu8%PITO5zIANUu;`5o%l z>!EA5DBi4)WA&Za2~FchE$#~PdLia7VURESAHooyQQm}Me}nR4{n>p*)}Pg%89qkx ze|>WDV$)b@h<~`A*ROP|!)Nw`{RPth`ism|&(JxL&!E45^M71jcU;fk_iyidy(t+f z6-r1VGEyRCHHcD?B(xM7LPoMjD4RkwDT+|pQOHbvLP#MLvO;D2PVaN>{nqdO-}7yESUx#NB8hu+RNUD^MKsC{@4-)~;$4A4)U&xcpnb@%mt4fI8O^s%eTGv|ZVFdxiM z5r+Ff$ls5a(c^Pwu7Lbt8_ebB@{I3$u>R=(;nY}v zZp0r}&ho{qeYQXKDYEX$kCQTB50M|AmcP9Fe3vS$KM1dxonbq15croW>>n}cOI&LV z^xV=KgMPWS!CfWn+F%VjZ}^GY-%R;k!Vq6z{LaeR{TRX!|Ka+Al{5dtzGwMe!tj5F z$Zu9YiS+x^8;R#R5C4;tCjQlT|L@NWwLkEl2+CLel*!WBCkDg$Zv4LfsFe0Z*A{t2 zdshFd$k6%q8n8D8;`tE<-K=)>TH zkpF0d!GGd-zW8X5{Oq+E)~{GjSnVZ^=gY?6IUTRGypM$WO2T|S`DNFS4v}+P_9Ich zzfS49J=ymM=o9MO*O}M1YahGI?KfeFhtM8=&1zcG?t9DoPiTL?b^qd=cgR>#o%|bN zu!kr=gu$NTcv-nKjhA7z|Ng!7#OsjtMch9(XrEkgJ8J{X7wO;7FZ!V7J0s9n)V~JP z#9P|>E&q2#<%mJQkUvz;^S=!P%c5^h%HZpzhUFG#R~5eD`L`dYyMJBs4Fmbb`4Q&+ zfiU!s{ryOEc`TBPgL0hT&tCUd-_=Nm_g`>)guz~8{huqs(ybzEAisv=`&l6g&k0_E z{0ZKN{@MIxR&3g5I3Gjp{n?)OQYN4KuV1dg7JH`MgLnnw3Bo`x zuzBXHeXel(`Rkt1%AUUzLH;I*<(DwfYhY^(@`Ldlm4ket{4mV)qj6Vl^!(~){61%s z&MBuQKHZ@{+GmE@`Cr2P{ez}{+clQVyaxJ#^463tdbeJR!XZgM1>r zSUJnLHl3_Jb)ruV$RpZ|=9N<}uR7cp;&0SX!aU#DoH$fp_t!4I9{rtq@#M!hPO#sP z`%i?Go>RQ_XV^KLF}4Q$`~br&Ui%Z~-cI9~8l0a%{{K02KTR+?0Q^RJ{CU`6(z|2% zV9#*;f9f_*FnP2a@+*X!x^&&u~T2`cV%QD_r7)5h(wHWR2&v zv2)@;UpKb!mtm0asMZ+nBP?ix6Y%^Sub+wjlVOlwi#GNBaeso9gFMpssDD4yS5^-8 zMr^-0rt{{4>S+1{ zeb3ntzl-@HNY(6?Uuir7{{K(RKaM@v_h01Y_2;*|uZ{GRR`!T^nYj_M{{yguRBo%)m4G#h%% z+Y;6rVtE$`!~Q7Fk1)hzNH2Lm>2{vV7T|xx_EnHSn7LrjoM<&#Zwm@(a$oiLR)KxT z_7qOs$!=220ewfTIBsoCw2mEHp9zYUl_P%M*X8t7tQxv1_q`GD5BpOJ3OAI^d;$3+ z{GKq&M+*$oc`HF_;krM+{Z~T!^nKjR0rTAE!2HGbUQoJNqOXO{Zy{gN21C9C<%5;e|2qloGqiI}H2bSwrun!3rT_NE zmS51HINlcsgMNzr3&*s7&M}?G725x?xcIN^JJ??%@%$K`h3E5GIoMy+KPm@*iS~{# z_)D?>WA!24LHe-zl;0E7tw)+&T5k{Xi~J?b_Gbn4fH`+AzdZo*fb>&8tLf-FCWz(d z1ohj>^9?&q1%A-?70;X=J6{L=Lag!7F!q4TM=6S@1dZ3Z^A^ugg7(lJY5aAX;?%_& z^d0MW@JbYYf1wBKM{#^6XpUPL>zMqK>#ydDiE}cVj{^Vj`;JbmEb zdjG+oALt)C-H9*kKl&c@C-%nzVem&dAHrNdI@`zJdYYHV=iB+z-YaoutRbI){O@w; z_wYA`S3!RWXD%7oxG@OI*NFMm1u=^^g)X1gO*@*m9pnk=-{rG=&vZj?=x?;RzLxvT z@>>rF$WtelS16ub(IN==>k>8~NW2F{eMn zblz5AnEp>u==OGqaaF@1kXNLy?ugD-#djvNcu3H-8`O2!%a(j4wojP7uP*4OnK^4{ z8bJ9FF+T{)R8f7s85%2`%Co^gqW#g=@~BTLYB^7fdHa}_Ra3w`;l6S&Df9${e z__|cr%y+;))PKTYACNxXgT{p1$;gKJqCRvl)@eW8uo>!$*9QV&sE_uV;r+y4hUvaM zt1r#;gUY%7v-$hv>`d)BO}y4*4vUw;nQ|*S!dP0`?dA*JJ1NC(}RH!Fdss z_a51mx2FfR_**K^9U7cD;F9cIiTPrF_8?5>|AiiZEA8eiuHyc_XJo?qj4mbcJ+{|# zdFY6|YA406n12x%)*}1bbJJCwH*#vgf9$X49!bS>4qc>o%OgDrOYN7c75C3@h1AkE z_>rXey#RrgPr~=Z7zX-@^VJ-8mGE!uAPvt-#w3mdz zU!eRL_)PX1JTV^fp;+JGxOJTLF*}eKls|)yeg0&wxuBF!^EcFJw94um%g&bxhGCDl z-M(MP?IU5X?}kUsX0K`*0oh+{-!S>j*-E7VuM`eN%X)abn0|!8 zev0>J1j5`N_FiB&N`A|v|Fwsh^|#N*`rNwdGAa?&Uf;zlrKCj@z&>L8 z#s<4>T$erpdBE?Dzm%G7Y{&(D!FZf7@B{5LVX!CkJ=JIQWA!PYF7%U&JCU}u<$M#; zuV1NKNa^$aaDE=g-|wwr;*a4SFkR{#e#5g4=!xSqZ3=e`Sv(x(_f$+jh9{8!BnYCz8udg6S|I+TU!{Wk^TMU*EqcaJO8C8})yK``59)-fSO zhx4B>_n&6xYG!ATZOLC#dk=z_@3ZL!^g}#IfB2Eq9hsny*#Ds3TXJNd%CP-@VbJh5 zU*m4rKsnCW+$j2aOqi2m2bn@Ky%-)u_Lbo-6t6O@PW(0xOgz=Uk2}y0`x_EeH+Yjm z81RR1{I0(r`gR8W!v2Ofb-3o@d;;tr(s$U@w3(vt5ctoo^F{zaIXzS6wgo9_cy!gYncqy%MFhNk1&KM4{^AzVrCiVuV9x z7o#ZNpGD&J`o;2zaJ~ce$Ks-F7w^J2sT!iE#hpjPhv~HJ*CBmJWGo#0cmFQXcX57O zV7Ly?!!Zo{D9-N*BQB4-I80?bymyM@v#dz@Z`j>Juy=$%Tgk-_nhp6X^e>i(LBFs+ z%P${9pO4jnJ;eG})3$vp^J`iEiSuCsVcD5PZ>v@PePrzZ0llbxULTc5U8hOz0u6wl zV1*d;^uhHimBad^OPlij6fdyv%PF2AEH$6#&AzAiMtOguztjF#A3YVNTK;s-3ZF-`ARdZh%` zA2?nc@AlRKi}-mKfnoZ;DZysZg;VDb-GuQXzX?NpLpb-^?T_|a5RW6jY;Mhcxa+_b z&^H4y{RxBq^lXj6zhgYh>eKyWfiRCJZ0=frEOPw-_66;eP5JrTS9WZI_XdzYV-^?d zblJWMxR2#yE{ye-o2SL~Z_LN8nX}u?hxbTP|7`t35A6CI1M(%_9~KBJ9V2?!=FRST zT;(T}BYkWy^{yTHcre^wM}4=G@mXB$Zw&Sx=WlmcGi>1S&k&#DcnGum?E=GezE>E# z*6EyVqc_AG7*CAT)wvq8umii_AdGi+9R6SGdEhVhPngH=gn9mN{8qjFk3ufMc#*&3 zs|@ZHYQGc0C2{>g80d}TCk**kq!+8t@@K4kK9x`S5Wj2Iq;Bjyia;3ROYCprAtlk8 zPOCs4u)T>7QWmKuOLKoV@%5{px}8F~|C;#cTj`;(8sHD`dwausMc2zVbN#R%T|9V~ zS$DulPy3xUaVav&AU`Ny_VHTBR~yX%dx`pDpS3~MH$DU6C*-fg6pQj?^AQjaI*R3u zFx1C<3}LW0*q(#$=^u7Axj+xXF_+eER-Xs<9p~flQv2%i;U7RgkY5fT*7`bYJHvVf z>pPzEu)NsNa{dDO<x?|6tj9rFXHjXRM$7#BtMLX`A3PrCk*j6<|7$SB74c|Gyg`I=i^v;U!n*5{xtD> z>h5o&R8ywHeKDM$%fNND$t7~oKhl>l$Scy*WvS8S8o$Y)4@f_k?PEiJE}1O1f#MmL zk_x+k_xZAHz3M7;Z+SrfUSJQgeOIe~ky~jthdmk0#^jr3-ig%k^m!r-0vHH8?vrF#3MK!550v!51yJs z|Hw}d@Bc>aSyal`8-!)({FUHwJI&X-X0d zg#|!-fb*Na<=H3u=c_%f5AC1k`3m|+d*KqoEoe}2s{dduS% zuVX2ePfKnIv<_IoUpN{jJ^V6bH z*2oIV5zp=RC}rNq(J)?|-&{xgOlj-ks*&{lT#vn%EczF7`!V;)*Pwxa=5hYcecmo$ z;MQOjdY?d;C$-#0KWRVg2Vnd2Lb{wEJ>?_#Hyn?zan+_d`+q>ZisinO`rn^!H3;G> zD$g%}Z*n3M>>HI|)B3J4r4OtJP#$~{^L(=3edP!7rv%tvM*8><-f8;G$^*^|VE%_N zw+H_7C+JwMwF8Xp`DfS9QwqKT@c`8)97p8=bM@j1?Jt6Spu7ca?kwu?$^qhW{664V za?_=&oj^YD`+yoLJ)6~<>^%n|prPHt5o32iIqpXg=J7zFypg~6T0MoG)Lx)w=TECN zzkohqe}V4Tv%P+s!~Q1nH*mU=ijezCay0QP&}+_1laRwQbiYdo^!NQWqr?;91GHxh zC(`7{yPj$EV3d-OQaQ#nM;yTrzzp`p* z#~KljkLG`!qGq{a9^~^-K7(}osK4s^zx|`2xsQ4Z|4#DwB`9*Yet}~a=qvUg{O!59 zp!pZZgY;eSTj6xj(N>F7w2!hj4Ev9>537p;`r>}V z!exWAemiMAPTMn)zSB{;7-m3+WxcWbnTl?k@;){UHqY z2=fjPwkRD!e=I z=_c6kMgD{-9eBaU!^DAUvT+bVST$PSH9&v8f<^1Y#|XNyK2Z$w?&7+62)H25cMpD?#it2Ji)I#}59J_^!zb;Y{{iUl@2eu;K7O0pET z!uyOUFVU;U`pHB(!g&*rTzx2)eMeO{buvT*X z?zIU+LB6p6wPWqqSH>RZ@yXg_?O&$$?#ktBor-~`$%qy5G1UM11?Rg)pLKxoWBc$P z-;LE>BxRLZIbp4~n4K3DSbYPMKf?UH9xK--`mf(%EZaqW0O&9Eck^FSJF^9F{}%1p zdc?qgoDX5Jk4P`Voc;{QQ+pe{tHT#29RvQMd~P_AwCrQ$F!&zr1z{dPZOHPwF@1eC z*efjG=vB5`vHNbI7t()Yl*Wm186H3%?0@6Mt#f|r)p32^Satk)b%!+e{}2LUcHdpt z)bYYf%iCMPf8qC=y!!_aFjRy52aa#kP7@dDRVlFFg7NF77t!mzB1L@vW%JCqB{z&z zW#~SYusNtX)#uST$Y)|cfMFIdZchDjeCfj;JpZ}5I6&dUm9H>d8rAs-%&h%!XO_QKN9BqMKPy$ z1RBaORDQ$S|GCN{qMadMFUS1)H~s9OdtCmv*=q0ZCt1UJ5)u=9BMkH(>QK%SA_JL{%8#LZFX{q1TWY*CVK$K%mm z=Jt0jUgpC6E#yC8&=-{NT~&G=Bl@=N&tmy*%TH5-t3D{R{QK^a!*oA(UIF?$OFSOJ zus%ln&dOPSWcNljm1lo%DNZNdclWoM5IjLI5$5q1!*m~C*z-a;OfkzA_=)ZB z?ez0Xu4&7D2m0f^&Z>Q@Uta?IhVn!h+CzOJ4E#s`wD+L?&UI&vxP968#qN_&XMyL7 z8D{+2U*~l(P)nBQ-wrr0n0WZ?SJ^u>S;G zw>R18F+e}$SHjQf?x~_O;4hA!FvQQ;U&8OM3k|*aeG1`Fx4qfF#P6Bo_k`g-0)BtU z=G*Ic!&=_oM15np0^g?=2*YUf#q!9?S^kjWNyJaWTpk!^`Om|vx*Z$+axs_B!&_Zl z?hlECcmT(9I3@gR%18&`H`3#9{;Rr^W&Aw6a71hVxU>WxIBzvoJRXL>lYS9a4W#i9 z=KktP{~KwevpT^31m>rXB&9s4j%<1V5A`!~uGae3V^;w2F&~(i^RZ*KXgkECNI$|{ z{u1lEhkx7oj>l(-^&d{|2)2Xx3+Y7|;!A2D%XvIQ`-V)L$*>9z9MPmV!&l2;8;mx$ap1k*Wn$nd)5bq&9lK1V*mOIh%{}MRg z+@RPA1D05{eAl7$&io7d_*#0I4_LrO~S%SvR4eBA^$}f{3p&YMYASr|H^*+ zJbTKl#)wmDE${83e<2L>$N8kp`Lg|+FoElD%Erm*7kon@UT_l6k1&iE$HVYRnjc}v z*W-LrYOgp;#2IsbrkZYef3)-r_yeRb!~5G}hzD>yR1Wzz^v|imYRgWBZ-((BJyVxQ zyh^wJ2kS44XBcMrh}6yATb^pK0{y4@-%AE;=~%CPj`~Z>iH~gms}T0LaJ=bL8+*iD z?F90J{iheSOZR+qf%7N*(@>)!q7m>fzf_J`=BUIrF@2~U=-sb1hW3%(RIcDe{38th z4#!8BuP+#OCwq5XG*Rcmrdg77Ur;zcHss;qX|6zDZ2yEq;>9xuzH#|F;pTsCq47Vs zFM{#Wi7JnuPYVBla$tWMgXUin4uwPh1?43p>B5~A2|M6>%#UVvyR7}v_bJZ@G0g0F z<|xJDi1uFa9w+KY=I)JsgKz!f{vq>Pjo*_wt6={h`^zjmqh{eh82-Nl^*Qs2(SVTy zB*0!E|4!OI>=#p93;TV@?~~iiE7ndN&gXNoY)5|9kD(wx*xsq)?}xplUjx5F#q=f& z@{I8(E6=3;cET!C$^SCUt&b>{i8nSF8(*T)2-?7K0L}x z?z5=O(p#q?{=oWqrYp>w!oKtK7J2^ZrpoI+!g#Ph!k}-2A83y?>oN=0@5bW!QkMAR_=hY{|n_wSs6>NLi~#Jzwr6r z?@NP}0b_i9(J=G4^tD9b7nUF3at#nyv=)M)@Z!%g*;) zeED(K_+`DpzEC-0zJ6lm>^#TCrfUlu_qN<8#`OhZm>PkE zx`d;jF~m1$-w8wfgzXXL`pYmoUq+bkhhC~&cgD_f2m5~z;j;UPc#XS#pnatG<)6F4 zGREuj{bj;@y>vxmXr=PPEnsi##qx5c*TdH%V$MsvC3(DJ{ABd*CtJZjApZ$-`*UT+ znJzP?UxM`s_IG93^@rs%XM%oU{*y4b7gyDHr|5;KL%fgtxoTpf{;;nJtPjw>GtACU zTy;vlb--sA!~;}6Qu>l?H)V*IP+zVhX77UvggLzlLw*L=7le7ddTp4z+{#`jfj+3; z*Bni~Y?rs(m%;H9hI|vs8)2Y7&i9)8_Xmv;XQ3R&PZ;hiBR>hl_;CD$c|L<-mJhs^ z(l@XElO^PTaXbZ`1xJf5(jfmx{{joUMGaF*czjc^K&@fHlv>~)*1sNP8#-{+0I;7Z z&)1Xf+7-)p;6z5<2AxCf0SRsJRfjl)Uy$xuX;g$`eOMY4EuLD9#)>r zzQ_9T9vqH`)o1>JFvRP~55i!d3IC__s^R!F7!UII24e1?Zq(Sxs2Qe$eZqX=jhY>E z7m6Oj{BXWEKAny+T+|Hl3-#YrC~}Uz$o=(==AHJNgPee#SYD{MY~=l1UDyx9`4ny+ zc1dn>Kkz3wp2FXIuDq(%h4#_^69)Z6`Vr>qD^||V7Zyoce|M4I#`7&jiWV<=+0T?` z`@uz~vO_*q{Zpg&RD_}t2@jj@4}tXp#&<>2Rfefro`>-w{TZ$&`C^#m#~5b*{pP}B z7y7yRfj;7VZ^pRP#pw)H{zvkB^Fc(@``=d}9;fp1Iy29iMKE8)x1`f1&aE56&&S;| zy9JLaS#o{2HMPTm(~AFb{@e;TD{ikK0rnQ@cdN9{;=E5!c)x(!Lk#kX`g5z!H2!JG zDX_n&AGakXe1@GI%HFpVZaiWM@TuSXR%<>_3X6~#TI^2TC zBXsuC;1Fbwn-9f38@*8Qx9nXTm@~ln+);_v?kb zGfe|-{gH+9062bzO=$ji=VvF}y&(zy8O!e(%Zdszr}6mUp68BPCS5X=={-;3-ae~g zKSvaU{A2z59o(LT{{G*2YlfNp-q&$)wRzt1|K(Kw)w2`xV_x(7sP}6O8`9i{!26S! z4`A4z?AwEi#)QE8%JBaf`29m|?|YlA=Yju2d-rhO+-;sEZji6X_=+&()6pLj27gNR z-#k7&*t0#@Thxyd18I4^i>Zp9R8AP|AI7UCz3qlrRrQp;NBk_Au%vEJmI?d+WT7Oq z^MBGg(jXrwKPB;tOTB`dVLut;6T%RWpg(=2sq&}W_aKN@u|C5rU+~Cn&DCq2o$MCn$BDp<(^!3G;+v7j*^&w#{-;aJQ@I2VRJ=jC~zPY~nesT=R57MtxJtMi{ z))}ae=kW>ic%yXCxr>cwTjCS^zI2t=MPWh$ykCj-taNX`GH>7Q++LUd_vFnF-}m6p za6V-{-YqIH(uVy7q<2}*CO0)vHrOBRzs%@H>WO8qp+9WDY?6+{=-$;}Pw4yT#`>)u zrO-dx%d(x%RDSKg$Mvu5&C1fzw~z6BEyFCI|DT3yuhHL3K)$d&hS`0*|GM7Y*egmC z;tQ0I|IR0*%~6^I@hsZ&|Go~0ko!>r7{^yGTby}1vpdv}73&{ih!1>PW3ZoNTVuH2 z-@P>k`NZ=9^gYNY=KBdtO(Oke*p1|q^~cU*66X6Cgn^z&U-rGI?fBXMF$v`=Hod?2 zl!5<5`&}OM{MGh17s21^;dl{)eBk+BDhGRo^m?q;DctZ`0<0I1K96m}9_TN-D#iML zy!Bp0kl`iZ7uwgy)$5ARb?hb0{K?}_GbR*Fiv@b3d_37Bv0GXVo{^yWKe@91p@r^Z z_I{r5u$yY=y~ z{z3Xw^stlrHmc=5DB9Z!uM^*5f?NDK%1gzDfx7=(A9H!DxVER^(B=%-pU3iNk^v31 zm2)7!Nmz63%dwVAx&A-%h)r^Omk0M(aDLAg78pKs)>e6?Tq+(vVIfp&{yet~_K%TB2LALC&zCUR zFI^@ROj*J3*|Wf+~__$ z{vyod`xmad|K2aW2<;*NUtI0%czFJ5IDdz@vS;e{<*I>@kHh&@_D-E?G1wFAWe@Ru z2t#|A&#WBwP_kFF2p76~o7;pD%^^ z;rUy_Fh3k$RdU|HsqyjL-&Hk!Kb84)6X-Mghw3Rg9TRrUf&WuNc_9q;3F866&_2c& z472-d3^RTb2780^sSe0F)GoN?{V?Qjb@9VrFO2QDKYcATBSlKH2jnv`UU)t6)7}R< zS+L$jdNHg;_U82wCFxl0t$h9aMsef^p?tlZ61C5;G}+HLt2Y##vNz%Rs5e;yw)HYj zl5(Q))yNLJA5p)9`>Pt+CcR@`XTg3Oh~g?=ZD@R2KmGO2}6H`i?99d)9pRH z|B3$SUED7r+wL;RHdb*x&k?AJI&7yAB_^Gg+pQad=Ghx%48;VaVWF%Wi(u>E?`5Ovup zh7kYZ_w^b>_s-lQ0rpu(EN}J3livpoE$95H_xY1>+h?@eY03Urju_T=@reDyk|y^b z4Dl%1ulh|(Gt{>3mOoAMP`_2{kypnX5Fb!^vU`}#x9N%}Xg;6E_1-?<#2CJR@Yz#t z?$rZ`%i=+ zzmE043dcJ=y>XfI<7zZNui)ssF* z@!{9AnUB=tD)|28*X!*|iZb2d|4^vEzk?neT>G5s!?*Ch-Y-Ass<87k-%i$bEU%jZ z_g9cV-(J`j>-w+c{`Gr^+OPiBJ;5I$|9^A}iBK|ak$;poh66}H3B&kNUw_J&j2bBa zit7VmuFpU9ivvZQyMlhEiRZ`gBpUzEp_Bgov(JV4Xy1OWJE}2Wt}~}EVQw#fNgNFC z7qJuK6|@J9LtWf$9b_Ti#Pt+mzW>e2>&Txm{F3O=III7qTZ8q$-lD%~JT>`d&0sS) zUxoB-%$^mm`RugZZIZ9XGfOiI%L5=@!}&LsS)bqcxdWeXsoeRrfmm&x+_G`^;1frl%4wA?4h`8G>`{_5Oo z7qpN0bi(kSGxE22N%+y%60boXa6ZjD8g75<-?G1l?KdZ;hbPRp=KN!r-hUSega5_( zH`j%q)#=)DJ`C}1&l|N1FFyVszO+xmTO|Yh0s8mfh~fMZ_D7hX7bFbp4;=6B*G}tv zK92=`L3;ez@oHAUoebay#+!dGE#5uq&;p*H{nL11^M-9Xa6SU-|D6`?ShLRq;scZ) z!Vu5l`hsD4Z&djE;oF>H+Y@*^`EN#~W&X?my_fMX(x7hI>_o^1iN`0BnCSg=nCW{z^Q5kz~Kf>6d>u%jr?ML?msY-Nol@JJ2^AA7QXZ z^gWit`CqYoiljqVb?&Oxp2Y_u>AjA=i>=(@ePZtx{pZ+EVry#*_Qs$!2L5z!gL@%= z`Sbvdc2DQ9 zd&5h?|B2;MBzx8TahB#_$e-Z&Uw8EzDE2$m`Khze}~!>6_^k9C-+b!ozQ(L z_$RSF5y@{aIlS@lMEDx#E1zp%I9GZ*_&01%!9OJ~#A*rXlh}TX6he;t-mS5O%csKn zL!!ewHbFemQ%qlmDZeXH92fa7^Nud?8^2eI`frBUl0`rd9FOv}G22&Y-h_Awb#5;Qz$= z9*&O@zf}t?OZDLY!YTd{sor0tx5eHb=!N4|t%}RJdoGy8{~|U0I@vi=;qd>5SgsZ? zJ#XjvS29nD--2}anz7~vz%MKpgyy#)Z*~K{RmJocdi5xi96JNnC&*92Tz(0&^L`?c zN%vuaMu}jLk-qKhGDiK}uMhTJ?C(VFib~oAhdqM+yu|GjhW|&U`dAL}Gs+{C1GSJ| z?aJCEO&)gv;yJOs6}2C9dusJ*Wf+fmJ;E^XN1UG!wO^F^_oqxf`#%X$`|M}OPu6|^ zU;Xm_eIriJS~5$It51`Ephc>lf+| z+hhBeBK3F2YKJPz!vCuy{WL6-eq9grgnS(GPs4V{_DcJ5&_5i%#&iX_nSW-3yx@E_ zLOqhZ2gyS|8s$M_W%Ru}a}DACt2llZXDfA$E>YfdBFzghx60iu3H{(ajsk$m3Nem9P*-yuX*Tye_CUpQ!-rH~hZauEo#drkDUd@q5Bt zUIRcnvQ_NI@T=bY_I+IUiG^++d1@~!`|B# z>051cSfb&_<2S-AKO)i}V>aNM`ZP{YhM9fQciVZ}OEHD5KScT)l&bR{Npb(w{ZHl9 z{(B|h{w2<@N0z2z%%KgCpFn%qb7CjePWEHqJ{f1CP1 z55k`Am(6BG!u}x2vk_utx_>0{4mM*bp7Zz zXYh|b#rD=Dt9r|-t`1;dasGrsK9IkxJeF{O^~Z0As`Li>qW+qixsCoc$er5UNB z)9wGj`$y<62y=f*81fA`KGT!i>*NMEL3;+`@eI(sF?7rZDIPx$aBrGxkT(P{_BUWf zP1-cA9rE;kplD#Aee-+G>!9D*-oU--9(zLjLVS<@bYSLur?|6yV7-U_nlOx~4Tk+l zq#vu#;uABaMPtKu%?JM{&KHWzl;6m?$k}lFU^YD0ZPp_@;4k_E!mxhE_RQSx8|fB5 z0)K+zGdp$i#Lz#P;6G8m2!sE{`I+5cBz)M=vYx>22f0i)wMngK=e0zG=G_`#^!E{$ z_rZtnUd)+eD8=HP!NnT3^2V=#p4k52f0v%`G3(0tLztJFFAW{3(dQSOuf_h&HyoaR zRxb+V0qq0BkBFXxxxFK-Nbk9d%)dS8v7>q;(ba+jeRzB}^q)_5__ecqe#0cL zpHeD22K+*K7}oW~znqTYAP*j5d1H7I*=L67JgSH=*T-SHl^S*#8EQi%4Dox!Ab-^U zhC$uE{K8>L6Ad4kB54(~o9nN|m~{h|XK8}J z6Xz>M4DZJMX@+5bxPG8=xbKAeYms$d(Mhp_otG3@>Et!isd>Ml>Q!NhGDR7wjvxH{!72 z`q_EExxXEeyvl#sk)^O6M|(HoM3BXsCEAeR!SNF2@-*U~R6!3n6_xiS{|xI=`<=->t3w;yLt=_+nR7+?uwO{@X?PL6 zM(QQ3m(U(sHNPCUfA4d!f2iLhJ8fJ3ZlMBTtUq$Y#Sbni(V)MGtv!RxQ^Kpcf41J0 zGWO&6DPRw=J?lH!d$YqVp&ac8VUTB>A7S7Rj^FxeO;4|^u`E9;A`IW7JXwDmue|l; zBpy$Vvbo%G%({b+Z^ZG8@{~90+#^fTne=0n=eNgJkL_VRIG<5x6OPpUx&!iv{SgNL zgLw2Uw=J&j&p>{$zRkEovvZLf!CoSNY^JzvU%&G>Wi(ug?@amDSSO>YhIi%y60mAO%G#@r7BE~#PUm6VzSb_)>v|v5{{qMe~trd>F$_zHJZQzVys;9_WvFzez+Gbvdl_x+3fMgTuif9=erdIYDG!hQwv(=K)RlACuux&O2)w|jWXKn}jg`eQ96?zmjL z2lCtogFi+2rE=&W@wnlWA1%_AX8#{48n?V>*<|ZK@ZJlqR|#|bP8jlK*gnH_Ux0nj zy@5g_9;j#N_7`smY=nv;R;f$kY zpI!NUeiPLlz4jdH&ECfm+4sH@-R|IR?*Hw#-#K&Q*CvoB)F1o(3LEZ3>GSnH!}Pv| z$iA{P(AZjw$6NLd8GGLx_|E0uAu4!*?DJ)S(Ox^G#ynYJXAcTCa_QY{> z-rFhb2g7)fo{r~V`KlGFaQPw(@<{b>Kbt38{TJi|`Rn+0{*wM4BOxD!`DDU;|HJ9? z21_@cj=)c}FOx=pOlk0J$;ab(33GcnX|?d_o$(r2UsL(TV^{rDtl>O9=C3AQTl-?~ zr)G$+kw25=%igbQw+HMI)}O3(^G=83DiE)kiuIQ;#5)G9G3a}bHduq~BdZ@z`b`+@ zG5QDAKE3xSV)a?RZ}QkNor(-LLp+D^!sOGZMA;|1!TKNPKlzz$bgtKa@b5@(=T4Q= zi~1~q^UP@foKwE}MfFSJ>rLm!4%b!WMzi-xL{qdCM)$P*2=a{ln6k&Sao~+Va337o zBMkf_{7LF%c;srJKiY>Wh}n5m5n-Hm1jh`_1Bh^9 zv}(=#N&94g-e|wv0*1L(C%d!r7b3T?(BS-g{Qu!aZd+DO4-W4D<3)N9hS6aA?$Vpi zF4sE@?Kg`1Ck*m{@g>9b|Lr1%>AaiBLt3T8Z}@Q-Kk~;zCEvli`8n82X$Z^VHckEq_SMdl{%-o)rVvU%Z^p;~&pPtCWA=c60wUQ(gPu zjh=lVe~a^-`Th1B_e>Y~|5zN4ms`TeJ`qa594z;$ebc;d(IxPoh`r@sR`km~2J}Gv zBn5&NrZq&4KOi}~q|SmL(avDR2} zmsC@0EU{TKtu>aOD!IEgmJ&%$ZH?i?D8@Ie{f83wTbF}93~r4f-!h;z2K(2)HHQD= zK>AaAT>n`6#l%0t@E#TN)B8~FGHu%zupT3vcE#~h`!ZNB6FvUT4-QJX1^x#4`)8T~Ec|9y|;Fkc)GE2sMb zA|GW{(<+y3JYVYLEd8_HL}PB>d}jWuu9+4980{5dZohptT#Ox3t_<>u?fb+(jY<2v z5A>CA(&8g4d%uA5U{YfG&gnT`ZPDgN*dN65xn1tcCdpZXe&T!y!+IL)&mD8Jw$5uR zw|8?r)>lrP`Wg5^-y??kq5YZbStcs_(FOc9l~;sT{&7%+_#VsW$-bDXc4;5zUr+IP z2!lUGdNNGs2}ScpoXl1_dJ^m-l@|`HSa0(j#xn)KM-286*B|o`!~Pw{4}>9JNBR*4 z``Z>zC4a%bpFsWjDvx@Qa%#4!G06|Z8C2i5lkJ&&&mV9<2I=QJGVMv;MHvNWl3(Ba zkL}j(eF^kMdicJZHNL#PJLo&EUkQV~!}$>gc|`l{x6l2riG6#{U%#xq{jQ_?UewxNa@W<%S2!nk^`$Cx87l!FQHW9=0o-4!9K8}yI$My^TzWjJN zu(%$^gZ7g!*jpUGztVG^QU@=HSCBsb#>dru7U=N(ApekAOR5}ZLi?D%A`I>6iTTUQ zGiiN77|zQg|5$x`-$~>jzC>nKeJqz(|6Pv5Eqwoh{X}{8&t81yqwF}4ze(6WVvsN7 zPk>djQiEhR$OqOB2)MP)*Kj?I2mK#m&QHQXZ>k@uJ8k{SG0?uJxcvacT)r7*@*VKU zYTs#%pAcVS{*N%vj|8gE{gypXf$MYNz$q^jzP^We3hfzT7!URzxVLxEn8PW2e1SQU z3p%D9`(OF5%%kTeLco8ae9Si(^fM#5<-Js-=lp}8B-P5IdAvXWS%>RN_Fthtj5mS? zCiN`@zW{y7UTN#PcJ;HBTl5rv&r(Wr6Gzwfi$S!S^`c z1yjaZ`F5WJ>rs@)1*^|XZ?wn;dBgq}Y|Lx^-!k1&h}=@}xq?f%!s zg3FNG#g9v(EX7x;ISx6o?` z4ZmM`3*)Ey|IIjm@6czC!@3;0Q?{Tt_`^YB{b88?uS7%`;tBkoVS2Ar6!!a$oKEt8 zeEk@eid5HELFwm?to3B*@8pXIZcId3^`!{e!y?iw3k&5r>3Aw5>kn5F+?-a}ZwqrMOZ zdSU-7SHvG2U9^L}hc8;$xW492NCe0y&S#bEkbL8w^MRfypR0P-uihHcavu-dBh2HE zRjZ>dCzLmVKgN8^s^VhxY}rbn7oO)J%>5<9%s)hR>9i_0=Lol-gh9Sg-lFVQ1TX3} zjO%xlpLwiSzs`VhK2ec{hTZl?@%2vBcY{lRO0r?R82=E4@uIvl%+9B*zO&x1I_|e% zMf(qg!5*W1V)zyDi?G^DYH#)H5T#8C!{naPdV}F+qF;23uTAEP8nAaLZ_&4XJD2zd z{SW^qKk56=JieY?<1G3yLrxyzb@caZ?(Cg7g^~c(E@@3!j4B`K!k$-EeG9vsTKQ)!r|6E|>w_5=D!u_SS zh#_Bq{38tVhVnp|+gHLM@6P_9l()P51@sT)YvVWT%3}>SU@x$}O+xq!S-0Q3|4rGN zRkj;O@%V1j1qqM&(O-Z**x#nNc43)zn*d|`gh76&z1r*R-lephA3%O=svEv^SHuh+ z|7@;U604u+3icY?+aez?r+mhn%flAc*RFvhrMNz9i8(W4))_01Kh%dU*MEMmXpeSi zJlOj*buFClauCZCVZ}3~e}q9EP@V`wJdX0n%Gvsx;XOoe!r+gQ-aC${=RebH`Ts$} zS@Ao!gnei4^NV8FnPudyEQj;KhT`!s{EFyD81x0@CH9wXvdQOPFkhSxVTjMMeTG>+ zEVfahsl@Fg$Q$yDFtmsCkDHRSe{&}Xu>bgd+`dz@JNwmgeI*S37whkAH&LZ<{8{jy zgyYO(=IVyR`5GM0&dg4QOJWtkKcPL{S@t;e(V*XaeYr~^J<4n0NsuQy@q7tGeawHe z@>fKE!hC$YVimru$#>-TZr9}rKei0D0)0XL?3T%Na&Q{Vj|0Ls_Z<}zA;bJi~D|o_OZQv(}&px z=<7l}g6j>2ovA&-U?0&w?3>qn)ciZQI6e1;JJ&>c==1gGzSTdTIteZR2Z;0AFWvve ztHhPu-yLwNSfYPbh3m(G!%LPe(^<&#SqIJv7epN|!~0Aa-yW#aZy0;*D149eWmtpg zc`!QEvg4R$eqQY0rC0tgItM^s(0&mHdw}ze*R-)b@$>^f9}>UWuqeW{8{|JQ{)kU> zQIbzx2=YYrb4T1+H6{?|gZ?-kF_feH5(a+Yc;hcgO)7QB0R6)L;|pH=)LLEz{Gj@X zVZA}^SElWIbGs9dC*ptgv@x|G3jP-BCn%0NWaJzsAZas~K1l>b9NriW(@l!f-_d&KY_ z0j|%eTxLJn1Hur0Q2+Ejy_YLGd^xoF-_AZLINu2T6B zjVCE+PUnlYE^?)9G3YPaV=9OH4AfqvL(bU@eULZoKWX)vzUjW@-2W%7Zs;^&`)N+E zr2UyS*t;W_MkI3(2%f{W$E$)IpL4Kv!oDZxRXAJ#g zJjrkmiQeM&7|x{iD`B8F+DC?2e9!P#(%;k$xgn?Q7C?Ru>5&?EKBDsUO0XBmpR|E1 zW5YvcL41niNjLpI&(uwh+rMX+`Y&J!HRG zIopq8coNNzFq|Jl`C+*0|HJgYjp)RV-Mf!Eeg=I&`kXi_)y@9(KQ4bK?)P^~^DBb& zE6z7V;i>s}@6BNEu>DNG2UE^2YkB{{Upzm;5U(TuS^56980-zkXRQ9LwwULSsGP@x ztUj}^nE`=~C3@Omk8%8&s}GjI z&>ozeS94)jQZ?k)P<~D+y?yrO)oFhJ@>KWh9lj-2D>Hw3YV`ee!_;%s*#5w&G=+9| zlSIH@)bA{c3bb5x*YmL`|AE8JAM?y1 z-a`MKMVOse$+otQy?<>2_zP^GVYa`Ly~R*dXQu(2hsFM~-xuhP3oQhGPNLK2Zgp8+upHza`#&Qs z6%_aD9bbQ(@fa}U{P;z1-V@imXRZ#F(H&g|@iF?_9Ql(kqIE5Kek5mjUX^=vIpmAb zzAzk0`FFx#pHSZjbAOTJBQf*)y_WmUINzMG`@f{C2E+MDs{h}J4j%D`!9N&@iz4jy+e*gPm#rkm|#F2>m%>o*z0Zlx%Y-vIl*_a)#Y#{%4)D zuJ6n3#q&{TmuqcM*{TKa7oz-}{g&Y~L-#qKAH(x$erJEgR{3j}06mcYgq7+42Su!$ z?a!ant9|d9{~rAD8u5GxbA3M_yW{ecD}6zKF<)>#Q~I;)+$Nw0j-N2dEB2RbdVZV4 zqF6;{Z*n(|JKXFU2KqWc+&*E@zwWIuw1@h}%IW62fd++Zz{2KtEoU6@s9vs%r9`-2NU z>+A9t_mS2leI^X~6`b#dV$EmnwSF)@`o2UZbNY8ZexCTEv6d($L5r7P^r(GqX!{)O zDe~iz#lrS$CN1XnnXt?oqTeOAL-W0B<2k=C%ZC+B-ma+{N%OmG-=X37?@Pcxr1xc? zr`OYy{&%0{^7iG&&TZ=r@`LBG2}65mA6U5`*$-CE^05q`q4^T#`!DQ!dhc4qFguTS zW#CVp9X^_%kG^7gA`J3{_LE^|zX|hr^h)L00@d7Fo=?3hKcu2*@?E~)Mws8nxN7qF z)F8L>&>!;us=bEOGkbNIKk}Plc0cZ#wr-7Sl`-ruBLA*wPg<~c*)=$?iu}2DP4BRGyc8bnu;*AU|!eyd%{wP_c}5xb6h&8{|hpk8*=`?;YTLG}dRB`MZLNpCp#g zG=%${`eOPNfLiFVwd_DZIAh@grf#Ct?4ED@?o}tcd0MPMDvsF5Gk3 z!clPy+>g^0(}OU?`*>P6o_VKw+REOe@f3Ag_gVeYH-7$yFvQnr z4+w)k;P_ZMTQ3k+`cCv`<&{Lgq9r%8PCwiX^Tqqmgu#9wzX(HoOZc{HcGzSSu>Tkz z6d?xtMdg(djV4O-fnUgHl;@tiC3VpJ9WxnCnOJQP0trLT@m)t%K3a5cBlE?=`ij7YoF2FKio+fGNWJYMvw=z zUw5_b+S|Xl%;W33y*kvIb;yJLVk(~~>Duc`I@klG-@Oh;On*tP1p1)<5{CUgV*e>k zeX%#xNBt?Oe`EfCTwQlO*WdTI_jfX_G?b!9R$5dj^*itPIro0+_x|tsxa-`r?z!jQ*M0vtaEroL>Yp&g4``pP{2<|y zt{qo=p4CPEBlTBesMuRl?F6T%q_>y8Tt$h>Wa__UT)_*kOM$T7puZ!`<2P2$zV{;x z@fp%v61(-L%g-m^UkLAW?03}2628|Z+^#UH)aL~3mk~eF_vxSAw>$6;`Ss*dxbpU% z=RrQmkEg=wWsc#kJReJ#`?sgh&c5r@M+Nkc>c1ly)xU5>J-%Zr(2xB+pLY7**OGQvKTy92!+L@Jv2uEk zS%YDge;>m3dGD%6kCkIa}UtFKz5{dqQW3VsO2Py~ujq4w)uSNDl82lyLJHsqK zeCei`85}0y@_spXQ0LB3D`5R{6OTt2%CS9RSiev|Ue4|Kq%KKxzKr7&=I2W7GnAc zgFnRkaIAb9#gnZ35y_7*(1+{ktHgt5A6@qH{TpGpe}VFT^?Y;bo0JH?-+t|xztZGX zSBTHB{PoffAzS+#hx`Cc`>qMADHugY&|^qQfw4dPYozx++b$-vm((7&a4{)EAQpgahJyr}<{ zjM9teC&T}JVfzaCl4*aJ6ezjTtd3zi58~ycLuVFi?Bu;{Sa6SyP`xtLGr$0FT>K5#Gu>ITT zXL245sptNMFprNa`%d&2m=^^4g6jie@NdZ9N|%Q1QCD3d|A6zYbn`hD+y4rzzazx_ zAq@6~`yIl-f3!!!&_D8nVdlT8+_XZx$B5qdLVBy_M|d7=Yj7Tb z`cIh4gD{W3S$%q+RO8*5NAs6o(c<@O-raPsbc_2A{szaZ?$(?o@Yja>e5kM0GtWE? zIVQUAhyJem&gTmEH=lst|6qQfx%%#(yNe6_f!`Ppz3*W&d0u^2@c*bU@B6NklCr(e z_3izz#&rAT)$soYm_H!Q*OT{gUYk$XR&xD)zq`lcSrbL?9XX2mUE{gt$fhexf#1l_ zn)I=|c2BA0>qV`Sb&mj@W8jZaeznuuw-sp0Dt4s#)=qCWDfk@-`z?KOe}o~wj`;z? zaG#IbFG{vrbNeB;pW5h6r=l<9fILw?wFic!bkh~R|BdI9gu(t%UsyT)UzP^L?EMD9 zu>VAP)b)s;x+KN{;vdxSx{=w#(fd(2AHv{YkY0w_eb^6*6;3wFu`pj8@5AU**R={B zze0$eYm-NK=#D@a(SeWgk`d6K8^mz{*zxlp1qH*(KsXK*RadQ zVE;INW4OY|PanhNJF)tRc|6y+r?@=1L>0d0Li=fa<&zO|+ZyS6G{JJR!|+|JQ;-4mD}%Hyln_*l!--_SqWGhrAX z`~MnSI&-pn2KX<`r!c&L=>NL>!|F|^RAGGdkA%Tqs6CeR`~a&@{}-pxG%xSR>W^-a zkHz^lt$ZH!#o-04*Qh^Dx5nfTZPSJSf583-v-ch~n(C6D_TMuT_>cO~^!?C$*BAZ} zKT&^(dH$s7&(-b;XLj@aPqQF!f?MTIe!ke;;brf6k88kxpgah}`i|o_&--+|dgWyB z|5U!?m)FK!1Ni$@&4gM0<6GY};r;>q{}nX8tr%F{2LFNmG0gT4Z7D6aU%!gp+r;xh!mxfI{cYDrj%=Ie4*H4u*mfu6yH1P~=r@kv z_9b$D?bS@KuRm=Y_gcPQ2kQsQk1)hvIR4MtnF+hEiQZpE`}|oScp`F>J?Jlv|MREP zZmaJ}a6c0F3%{b?pQt_B1?pq_U-4FYk}r4j{pYW@T7HAt40(CG`{;_sBkLsPWiVbM zEL9>kQ7m7=3ZW8-e`8qR$Nq!;K!WhoVC~B&9%JptlRmR@_FhT*y1CDUo2&TuSnUsu z-m0Dd5A+%3Lm2W?$j{$nPB*VzA;Y5W;;^>NbSS1>=Z{}V_~ z8@_tM;`7Yj1(HSjd3(1$1OAKcS0MRlTvP7p73}1t-dsU zNy1mK7wlg;;ZgVY3$-$ozY@qqoR-o8cKhl=z;Kp5sL_E!u8|FJ(-pX{BLv-1Fk*?FBn z&d6qCLtqCPdcRE|KR)$CnXKsi2I-Z*EhQZFCkEnoaeN~ntkjeEA^+^=oU*nAke}H9 z2oxeJUO4vb5A+y`=~XygZ(+qmoUgn>~93hzkk>G=g&|$i1&L1Dl(>JFB{hbJ*aOg_oqs{ zXTLG1!;*d|bfVFCcv;4DpZnJb;zM`YqniFbwY(iPsl~A>W1iNA2N$1oD$G=XK)(zojmN^J8qU-tk!fAHl_NK7iw^n-*J2 zdAP!UOuXI-)UV7R`NYH=_=WmNn9oQ3&Z)$7ug`G*9`#SXY*#^~X=k=R3N+lmC@y&M z8QSA`8vgAC#lilPqa=OB@?dzIr2F3(?0M4P7|vtI{f!~N|4(~}&mI0Qhx;SwpQwMB zpZNPw0b$thp#Nv%hmighwL0-=_ypZQKX z&B5=Ju|+=6?4l#}`99LiG`Yek1=i_XOR! z?WYX!50-aOh%4^8`8>Smg!bQI(fs;J-CWrFbb<~W7Nn)`>B81qL8rkxOFG^2W#1bK zI?c`7F!J#bzW#QW`u*W@nIrc%opnAA@>nLiuY~?zOW{Y^71y;;j^k^2Tl|WdCc)Pq zttovH66$}zdLzyc2?)#2AbBtxMDozeyrB7h$w{>$($6kBJMPqu>C4V<1YPuR|GaO% zfREQDI$de?3(@~g*NXLlF!(d?zp(j*bT#r0vg7`to5~P}%0BQ9C&b@wQxc`84SLS!(=Dw*xAaOj=o8Mb+aId@1^^h>MNB*&Lde4T{hxJ>$pJrJ72l*MU z=nwSDeKX=-^6ygwJr~WlxM6C;@==1G(bn@!Z70I|jq>ZcWkcL$jnClkkU#ok${!~e zh|cGczl0&4ARO@Fx~aK5*aMEIj~M7j|DeBmaq85FDwcl`5C;E6{bM=wkL!g&=+d;h z6|$fY$X`Rr_Hk|fMgL!g^$ivMpFN(H3jPzvGwiOZ8{)hY^g+D85fBD`Qn~ktg>gg2 zfj>w8VEEj2LE$55?jH@SCLH+XStltkh5RQB^4AyZ1H);=Z-z@K-XIM6fbj||r}H=g zVM$q{-$?4?*9EIL@%YuKpK&k&dx90+Fh0tocXWqg&r)x~dV%~k^EjE2GSUO$8KlR2?ERar%`#wr7#|Ua_9!31 zpf9+7F>FTu!8}0fT+Fq{a?C%QPdm|hukl$J59u>sXBjFraTvtU=ugb|8~40aX`%d` z;xF@i@ex+1t(3_;&^vov|+=Kj(G_=oi^&0qdr(csJ156hu**FUx~m!D1iA`JYc z{^qo6-+AdR%lwDsX3cYsm;b^RLkEZ-sMGwJn~lXHWC-^hK^6&HBGf02pa)?*N=WhbSlB#4Mteo+e;SSVa zU$aj0ta4j{KJ2gW?BRE5UfkZ^GdJXgoc^BL_cM_#O!9vFf#CqN1Jx@E`eOHE~4RWwm7RXH=fH z-dgbN8Qkxu_C@z3+m@O`eiiAnR__^TG}-{#W4uln>d%@mO9!~SxHl?h$Q14IlJ0;(AGhS=N_n(A8 zKX83>y7Ho9f!jwpwmvu;M`ft)5q%$r@^U^TImNv837?Kg>#JEOlEKzISkk1)&^=_kzRM;QKZ z5BbUJv-NjC?T?ybrXRR7S^!LviZ!u}H1ANO;YW>t-x z3-&ibJU_yqe`rq(=i_;`fYqNx`or)cnlGzQ-%IoQS^sam2I2?R=kX(9?k`z?fuz5z zK7Fsi`se$}fdLX_r}y23^HhfBGCAJko0>FTPnJYF4Sv%t`( zX(iBy;}075_GRXeBe1@wi1|+#)~jLvU=7NDQ90xjaQ`q^{`iFK9zM`N(npx@e+GB+ z+jKPeKcI)ozl=&h+d%>J7vo(I`@F->{xW?3$uNDdDe!RLs^4gCEhnISna4R_o#%hH z0sl}RJ<4kO4m7jl`sH~o_(s&jMDCAJUfH9sNHhHi6 z?Ih9vmm7=aNf_cI%x4k?{Y8Bnmf;)t=iOU5c0Mrd>-p-5evjGza|j4Sf4ClbCmB{* z@A?V+!uo~oH;r#si5DZFqyk4Jp8CwlgZS_b`L|2~FNdNWNv!1?w+nDdX7XOMjp27N&O_}JV!)p%(W ztlxx36?$}6(SZFE(&Mw%yne9K2FPa(Z@Nvq$?h8o{E8B#CtH5x z{+lr9E4ClC?9?GG?Pt8dQQO{4y)ySL%n$XGVY;s*7(HmMs-aFHoX24MF#|?Eh#VU% zeT?DheIz#=Ks7 zI_zN&_}&-sSf^=&wS)^n|B%0gfxp<_*nvS>!;6pb`Hn60au{A@!1*ywcu1{kdKQd_ z>&3XV_A8CA55oR)ir7C8hV`o7Ke&wIQz{4f;&`k+%ioQ=k|P@?>7saq{3Bs*ALDK- zen|e23jD$O5Qg;&{m=NV+vcp%wgh|VFCL#T_$U3pG4KcDWmaxR@egay&O^r6v>eHt zD!PA!^Bw>F#Ea6cPS765o6s+*T4Ho39?wqjxEy@d-XHdtSfAlBtbVMe#DLj8pf5Q8 z33(~Xx3)z=ehlS1(eq(;r13=HAI4V`1EnsmDlX&e;lu?$$KC1C9rQmyJRgP+k-jiY z_frIfVSj}BH*rNsg5@t6IDbO<6XxeXteow)Cnh96exF$`U&GpGyvZ20%mU8Wkp79e z`5nf7cLe^UJxx*y86T11D1tat9&*PT2Qu-IHaa_n`@&P5Y5h zWe@bBf1jduEAHZ(laLR?{pysJKZ5Q)cntN8#QY@;`iAmhnC`C$2*Y_7_CICYht|Co zH{^ya+X!f+_j4k5%R+ z^7v`W^-;}n3Dv+a8V@nV^GLtH^TBPqLee1rdQd!n!eFncZ-gPfH~YIB)>pJA)_yz1 z2dq7d7yYBw&v{Yx81x_Y#Xm7-_Wt+7xjy*+jB^R~6YZDKegYhN+f8;F1oS$I$0H2% z=>3gBe=r_l^;!OwVdh@~mPHTTdsN8dp@6dELyiRJsgB0pN`HN%y4{nu&~fqZd3frx>As*f1HCqjLjKIBf@z)$|5Ul{*QpVqZ>{(TdW z59$YD@K-qh>8V?j1E%VLKSq6@Uhw{X%!*ifQ__c^PNQx*%k)$2P3?pFOtKlWe=)Sj z`h!!8KW+Ht@rE-`i}l`M(n(P@`3L_zi|G9xjhH>bx#lJdzhbJ6IPC;{(@7+ zzdfp5!1s^AM>W4qb9o2)gZ`2*?B8*`;AW*h2L+d_A4jy(+%jdQm_u$`<-wd<-4q^8Fl3-T*5L^4xqW|y2d;nos?@<1Pfj{UkS^c@hZ-(jn9YN@v z(noWX=&^aGwY5YxeaYKDl<^LBCM{XWz<UY^&BHQoHes9_KC2c0e)5FF5 zCM-+u?Fr^+FH9LAw*&kcwx5%wa!O{gI@kx{1MLe=d5Q9`=s)Km=Ib-Vhsiz&L%f9g zIOl@qS*z)XfIhSzhAT+F=J`ytJF4*q?&Dzjyl=nUW0w8o_esJ`{`Bo+(gpm5rI>!g zz)#c*f|GYbfF|3H}YGi-F0PkE31{5&%(==O4{mT1Tyq5g;EFWGZ-?GyGr zk09)Lvt#0zBM|?geh~(Liu5zg^7-LI-e2hUek|Od!Se7|=JTgN*sJo6MLQ`?^AoKPyZ(`i2Udi__I0+d znJ}DR{e$8C9ik^Jb=GCmE8KrCKn(FZ&7Uy+ABkW=v+(JJeUh@l#P5YVoj1MGu>||X z{T9RYeTslE_!IO83r8n)+VeUaFzN?ke!jLa_`$TSw!Qx5&M(ZBU2KyTzriU=( zJ5auh4_myLUf==rqrX^O8hvp8qLutUQ?%XG7XzZh!2cq@qvymNyS~K_^4C~DI`aF| zOcO_-5ABICtmimihUx$61ccSz(EM3BJHL%ymhUEiqYHcgTM(VH(^}SUKg2UQ|LA&i znH+b~d)GLAjFkV=gwLNLod(&>rVQ z7}jIt2VwAs*ne!8!oG?hYe7EPf9%OB(`y;WVEw@Ll`!xZT9^#6n*enNXC4EL9iKGvSTHx&?u{Q~MQVYrV*M7_m=6ebA^=^f=mh;JVqW26@KUOSxXw=YKQ~eb2Yejb4(pldQfd54Pt$4ls#H#1@ z;IDAJ74Py(H_R99w-K*&kJwzZ%Nov8F}@_s_t&hP#akUJrD9h{au;#BkrrR%1zFx1=cv1B&eKWT=!mys<_^V9Kvd(qd2Js8w9X0Ql?7Rcz$p2Mo z2Mc?97O6Xtyb`1pG<8ff!5`>}`JG@gVbh+Ca`1j6wof>q8$8}e4&;IJUv2VZR{4Xs ze7>tM?HN{DZvfwmV*hKVR9Sdbgt6}{1Z%eIZi(6z2>OKnV9oZvW@Dy(2m42VK$xFL zuGOD3WXhr3%)~a~@uNEf(gF^Gnv=G`d+!^u9g% z2f|>_|6*_AZ?e7hfE{y1@6#i{lZ(P;IYj0FMtdR*>pR*{a%oiG-8!)xQ^u$1v+8(f{e7KBP!LHS>Jg!2WMhkm9gvo$Tv4xF3b~Kp4)Kkp7g#R!goFH^O?1 z`S_IMd#3)@4Fvl{`cf{HE6bY4ar;ksm!j!6zXpOOY`?x}`G;nsKpx+(|5O+{V99#8 zuZ;d=ecQC(6>H{#zd(6zyxQK??!rTmFSg&**`@TF-3R!7g|O4gQC;$kz}}I6n-GJ% z{w-(zebXG_fP^s`#`n=h#M@e?Q8=U9kesgn%ob-!VaWEeoZ;Mgo&%XVO zL7qtemXX7M|8|Z8e}VK726`~w+>(0W;4_|AqW#Q3t z`A;k5%I?7b2jYCTy)O^8`5XxJpgwH-qtj@-!4UinmTz|{Gc$g>3FJ%I%i_WukG(Ko z!Z)j(L*^|9{X%`%ju`wI`WM2$FYJFu57(q4q31w<4vF=VFw`IX4{o6No0Ze|j{=6- z_aHlZX-uuJp9Sj)(zC;?=6GJ-U09E3JilFkhHe}Q^F#jZ2wAel`oU68|4!ut0lnkT zLwhXWSs_uad}Aj3Ukk41sp_g*HS%V`d)g?ERE_L~h1Y{&eaHEwb`{S5o|Ovm5ZX(s zclSxbCPCnDQJ)F(`;e*8Wx_5mB*FjSc&X(B&n2v^2Kz<%?vA*+X{C%nY6AJA-O)G3 zOW1hI{UmzQjbav;^m-?+MDtBgw9USeqzCU=;P~m8dhgEf`X-;u@Hh1bi@ip1{m3vI zt+RUVNuH0%=#%?+{o-WU?;yW2#*`d9a#n)JhkLTa<{WwZg2z95&f1*1ua^n=63ox+ zwZ7ABX!3Q~pW=M>*5@oS%RL49jPoZ9{HF3B&q^M5(FOa!^*K|prs{6L3p~Ehv`mdY zgtGr+&^YVB}B(7<+1lN1=*#c zhTBH`&wuPQJZ-hqyN%y3$m#lcq?b+w(2wKg^th<4SMwj-mqC8yjIgl%wEP6$&*$td zC{KSH#_c61uiLtz8zTYZdHT!T+JYGfdyl3kU;0(SIM%3mAUU z_$=5r&hLQHJZG1I|I42ehIod`EgYf~O%0{#`)a{~+-kpY?*NcL`a{D1>%ZXfbEj`< zV2?Q7K?Q~Eel|5gA7SNAS6@$t`|;HOK^vLyiEx$g4(ZRq_SD?Y??vwg;Cu=5{rMrU znSpy8dq8}R`j)#=S-!gCSkO+ihulZ1-Ict0Kt2NR0}%#)i2gsf!gh4PYzK&MaDI6+ z{9E2Q7Vz~ZZ}F)B*$pG%`voe$)gZC(+clsE^)v5H^`l`DS)h*?-w+0WiuOsE-{)ZU z+4mHzKFdeuwGMH-*3lzwsFRAAx{zzWM8n(@Z?#fS;(3 zhnK!F?-naMA3=T{ZVu^@uv8R(;eArV;6HHw3~wjfb<;=e04Nqd`F&NJtj5%>bW!X z!5`p!jxFt=b@saG|5?$#kELI^maF+yfqj2+?0|}-rTGTXf7GYrMhBi>dAS2H);~UA z{m#V^NpK#6`fz;hqJxsYpXY zxJdg7@Du4hnXH+1zMJUvCzL;7xZi>EJz1D`G;MA%{6CC^*xm_)zwYrjhWH=pXZ2Y= zo-oh969)OBez5*ne&y6=^%-OD#q;@}`V=wMxr;aWcchPD79X8z@mytJyA$%^IKR_I zql--C(z(8!-XA&D{fsH-8{TIi4Em1u&j^G6MEY4d%ij}*cpLTUj7n>^aL@#ZXD}W( zbK}49>&%M5-ylB-!~Fg!hxHceJM(Sl=v^=KApXR7_N?Z#4|lyr!vE!Bd~){0fS+%V zv`Cav{j)c>{F&7_m&Xg|d|ekMrym6Wh4s$`efPTNI1&0seL2_UvUA1tFMPc}*E-L2 z$qFB?Zv}>*yOf=N0R9{0TVUzlB|7dFkM9faY(8G|Rs#GJ`iFw{&L*8lh~A$;d7a;S zx=0we5BkUU=XY$6n7#Wn@Dt~E{=_lgIcuC{{aJZo^P`X_jeNgz9x=o>sDFf^f5IgW z%U2(L3;Krr7kb_a%aa%ahB50_8;* z{x1dlyJA(jF*o%D$P>rEk~O-p=ILC%{#-esYdC(=8t_jT-w}rW3&uYTm(ciEe)qnz z;iW#DXJGun@N9f9T)=QJ-De{V_Kf;T818c*{}^Wb>8r+j7FLaa4C@iv&(#My4Ih{L zzE{t@Q;mmnH4|h5mA7?+*#CU+6W+ZTuqkexKmRM)&lx zABXvV{YIfrh=r~y>}T-4#mylPK2O^q5B?-rydDq+{`UL_=Tm-&)z2dNGCYgs!`id^ zJgl6pmkiT;q5{JF{`SqL+%6d!TUC$Hd~cncTC;cjOi)Igf3ZfsL)3L!;2-K+aoTO= zms$t;ey6yq!Rzhu3&20L-`kS~og;6UvG-&Jx97d-A6st){K5Y249H9=w(Jb{jQ;*k zRGHodZ_)c$sQ-7aeC{EyGLgp*ch?+`-Zn=8_PeOBck^YU8a+nBdVuxs8TFFYTU!k8 z@1T6{g+F;PR;LZxN)bRk=C-VD6ZN=^7N@@B|7{uo^TGbhCF}Csdt8Qi2E zCe|m+?;Do;da1=;{3vsm^s{_zV0`HzHGaRe{P+Tuo8Q)feW3p*4Dk)pSN=TthT2OT z(0}BAh1F7R!`;1j{8Taeb;=VvABdlD{EFkzK40#vgZ@3l@*oWHyz$={{4d%Il|z3R zzY~W0HpmawAG5bN`oC}8Qy9Ye|7Oc>jdDA8*iRt6Z?;d`J>cm0|CR4C_cGBcg!qce z_vd%cOSuH=C&nLd_2yqcP-8FOiTKGdy?-gFTsktitNmxVpNH`cVUQ2@SNZs7?ew*( zJbtbkaq8m2u@k_)k)MRQJynGj9*tBJy}yI)tHPtshLbE6!b16!m$3Je!Vl9 z?b5DT1?wZ$e>XEN=9unmZZFjfpLO;q#q<#dd&BncPjnicYp{%; z|GmGndD7sV=c-GnzZyaJ4`zw+e1BS_w?t#>MOm;H^ba-t0~FT`5UsB`eoeCW57p^9 zz%P^sVQw$1oaNIQ?nUcOO>J}OWY0bjUm1w$B@F%w<2P2$?&q*_b{@mZSw4(mW`DIV zxzGD7KMVXv{Ur?aV?4?*`(Co%c$UJTR1esXVtmQ4Df#Pq^SE9;S|31v$dCGz*|9#q z!sK&Ee;M9S`qN-?yJtko749z@5>z^z|6l_9Thy3g_Ff;dRI6qvQB` zMHto-w2y`pel{JamB9YMP0TOCU>_)7!q6V&Lm1{u<2@RtonJN$@`qF(F|0p`KS)hZ zi0N|z&g)P=KbWUS?0=aF<6-;85mv|bJ%0c_=x-XgJzUjY#g*?b8!KYhoVhFdzgenZ zX>rlHdouU~T`|3lh~?^uzaRI^9(S~=MtL&P`|-$4Z?!BFe&6+Dq4CHMne+L2@=5SB z$NEGqtj9S1r_hnn0fv6CKSBB#X7>6ia^vup3eo=^AU{6cd3Hr=R3gvMeR@$p)mq6G z__16}AH(c>e8R9EVLpzPZzg#VhV=>M!!Z4Sv4CNg-(;BnZ-bSy_eU89dq@6#HhqwB zS4;H%EUssttvkPHaJK;ejPv>Y&e3+leNjFW?T;{=4`BN*hT(bd9=3x2#`<3d$8>zx zr4Y`asQkyM~n80LrkCd~KugtTDD z`Fy=GZmV3Z3&can4~BbD{6iSlSDa6i=G_F-_!A(1tWTKlCz^WpKXu{G1kisRk1*d) zH(eZhJ^XPK-%mGH=KeUUB6|N9?YY^z{LJzjE1^H!-!#WhewT4F4*ov}>1|%K?6u8| zIyis9{+nO+c2!8+4)%odYOd}7>C(ofFh26H`TJnq;>qsv^#8_TL`Pe^~AP68MMpzy0_b;ko@I*O%{qdK52B=&V*m?SH7* zXj(fLLA-$aPZ;vA7*GD_mtoR8;ym~R?El9BrHB!qYnAB#o&+tiMGC%Jk%>6~HLD4>~A8vgA(c16P&d$BB!u*k5!V1jaw@wR#nz^yjSl9~r0>Y=B~NMGCV+JnpNPV@MsEq>U&x1Q(u zdm-bH4r#1^q($eoa_U`1LbyZ+Vh|F65twi}}OwHhRC1;b}A< z!XO`9-+n$le_XkFF~kozK4ESjto-i3PGT>=bwRdTHe}-{!bF=C(P~P&x(i5e|EhB z{)zpQP{PKlVduWUdsE7BWslG>(gon)%*e{9sBa}hR;uVHrK2(3_ z72D=rqI>}1^mDzPw5~ut1?MA!n8l+)ncP)Li(Yqz^+>EwLfLzFE;p-`fjq_XW|*x{ zLfNP3{-39;P#Q}7kgfl9dj7M!EMF~@bF6-TOzk81Q*19cXlv7hl}}VZQvY(-Zhe2X zSsnf#0qK#Kn-KW*Q!dMY2;~R(>-n!un!)lpLit}y zb-QJnLVSbu6*|@D7xd}}^T+WOhE|%_NGpRri|t29n9ExsOroyC&Q{3hiPs+?Vc72@ zKNRl#SD77R1@Sy$#W00hEzhGYz7#4RaP5;L`wRY`N4)+r4D^ZpJ;UIyP+zD%%a;fh zZ{5A8d}uM0BmGM1npY2PDw6P_@s#{!>;%rD??;h-rIWIrC)~0nr3owd9{VgZ#Tn#< z@>cd5SDt0l1?DHt_X`PwyitD`ru>&sdDX+#O=o=}9uVixIZh*fu<{c02dtd!uY}5% z;`_}go&)iY*uM*vi!&1ShKu&|h*h+@2bJGTWcDgl*)wE++UV;n{~}b$t$1`$un^)= zoWIJ2b#r2$N&~&(^5f4{_N6^F#Tn-aRx&(rTpo5t_f6%<<5o z>62LeB~&v?P^_6R2mBSUH$t_conLg=yG{8!ji**0c+cmRKj;gNuRbI2)4gp~@Vz+d z8)2|F!mH$?4Pw?ozGsx!pQs~-@u@vx$k(I3P&u?m`DhH9ZK8A51pFE517Wy-{V!(v zOy%4jG#)J*eB`VG=$|-WAS4X_4)u-UJT_jvb!6A?>ChhaN29@_V1{Hi#7jtzpm(T4 z^^HonUuGblkHCCYa@nmVoF4+q(b<;4mfW8RY;zPfe-4HHJ<>}U+EafXg{Mv@r$Bvi zzC|cF>3;b5(OwY$VY#r^f`maogTY_fipL`i`(bf@K*-8N@%)EjxF0P(Ut}2U5$%<= zKScIN81hp%U&3&|8}*+sTOV0}EPp2yPThXWe$EDvAJIEcW0Kn5v%qh{+2@}8yfO&x zyJG*Ei_e@cpS~UPO@tri_4QL;&H1g_ETg+_LcO{z=?`HRuL?Uz%=q?s@^$bB*nbDz z@lmU_CbIib!Vd0kW3}Vg!hR0*uS4+7x&Jx+=JwFx$rf$F=nUu&=hyN6{h;cllfeI= z{&mt83ZB~zQ#(NV*=fbFDV-k$vizyA)8SdCGQLT&_)pl`bz)1V{}))_klzf`{*0A_ zd{O?L6aA(yc{z*gN9Xo}cli-fVDHEet!K;TT`j*P7l8M5g$&RBf8`W!vvPPp1o_dm zQ?u1j?e*~e0O}KAh|h4oT}?Z9G+y2a>kraP81xJ6y{k)D&+r5lh_8E!^^NfVFNgb2 zI3Fr!@sN-(*9V5_d`;N(+}-mQYToQVfv}rVllvRZF>rqt?X%n3kfzN;TOpr@{OIxa_y;T}%;nqN>RHzZf6lP`+rsYsbRLH3wsC*jeb8{9nXi*T zzfj)YqaGW*Z&?NHk$>Gcg_oHHdV_w8<8vY5|BXlGbl%6xS$;v-J=3fE)ss6Rzk~g2 zAC1Wvu-1*`7lhi!o?giMYQfh7hUtF2P`f-pDa`!}U!QaiE^;w^(FOcH%9AjUk951_ zCx4CW1^x{EX^+J-EVjoC0{ch(@6pgbc*#W3_cXY^=$W>vJ>GE%&gcKZY`-mJdKlW71pX=j36!?Ms>}hZ^qf_}gSijQ5`a~G? z1=j;so<;gd7}}#gu<{1dPr{%-*uVb37zGo*6xh$9{_2NjTu&YA3HIeI9*;2FzY7hV zLI&m?I11%x4+ewZpUAPED&3J`&*76M-4eYAjQlZZOc?4?Eu&IT{4{i2svS`B0Pg3a zKQ+Ak!^P>SCi`ARXw-4elHFRO{{usL8QBdj&HMUDk>1M|5@zQSLZdpT&~?gpxj!)a zJXU(tL@$s(^4r+)NMH9o29SRxyy9APt86mlyD|PSMhyN4<;^hV>xIUt+uOIAJ>}~; zVW1ED>!sZ`?$F#zfH6MkWsq@w?Wu{NUxbZ&ZA&nI2KhtecQ5B>ub&ouJC3&3dpm4`1{c&;GdmX{tTa_^^q{# zAIA0HRPElz89Bbt-w<(q!hC&Tn8hQe#-lyLUM>ZBA^%KmkM=e6Z{+e~nD)~`!dzcX z6ViXb^&AQMkNh-ElpO2vMRY#~`E7cr~ia&a9RiXE&goMGLp}#O6B$ZLJ!GQZ4^UG(AZpVFu^Dm^& zV#=ry+Ogc8#QVqbPqb&bJB)!}sNAua9868J_)bIm9QZe^#!2 zv(9xm1sLUPHFnJG?$z7j{s_j$R=JtE>msJG{HM^mM{SP!IYq@eG(T&vZ;yLD4u|~_ zwzm#wzdJqD81w`6(|X45WywyW^T`mgz7PighW_3<_2Aw+haZAHqJCJXpUL_@MFYN< zeTVfCgMD238^e0%{x^nr!{u)b@e}$R>W}4vgbdSrT|(;@_4UeCsdA5q9}M3me%mM? zd2)NEE?*CA?4=#;BbUH>hx8JLco64fv+~)6`A@yneo=c{Ma`C)H@~>P+p34Jc2f`5V zBL4}4f2R81CN$o-{toi($R9i9K98)!RscT-i}^~UG42I`c1xYo}`E45vKe9tQ_na^_l8Jz7O@)?)%t< z`%GhC|Aq6hkM4EV@JTw@C+a(4h`*43_K6?QY@e5|WI_DsXK$G=8~B=i4=L<-s?4@= z<9hBt`<1G{jo&tz$3qS}eNHd1x-3iiVWGqIZchE`9)dmN_zqvZ4|jOc2K>kI91WY> zt2-5eya=1Roiy*Y9riECKS%pPzE3A)v-h2ZjzR1Fof9`VahiOoi!CY?Mn|+x1sqtj}MoKD!c;uGL)C|!TH9|IxT|t zoM^n7t!D;F4(9UeA9H@To?hMQUY!q+2=yD5YIWB;x;m809zSMzwl)!U=%;FDLtpP~OJ4DvyHX5}pYbsZh# zDO(^1`h)uKT6QnqQK^c3Zy|KEx<7a6x&Y`O^@%Whua=iH`luZI2hPuJq1xR!A#-3o zB^*8L@{eRk9-q4Nh7yI{EqS+fEeh-@!f}8^xRw21>#r2@w1G>ryDBi(Rl8w z8VsISFX#Cz_ha49A0BAUeN3d5aKuVpMzBYD|B6Z0=|DGtRwX!;aDB`3tV3Z-7gw= za!WM#FM|W;Tr)1%1oWc*3{Hud6trnC&vy=P?O6Ot-x2Z!s1HMQ8msCDiq0!gzJy`F zkMs`--W0DR^#SxB`AHb&_Ya16f$FamPXF)WYK1zAKZm?1P|pl~4)dk@6>3*ge>-#j z52@}s&S0Yv_+O0QJ%-uYbn$P1co_Thh?so)(ByEw|M$4)kazR+4|pF1<8i_;U!>nt zCdqD#BmZ7m=sC`}*y3O=+!w<6dbVmWn{zCT-QO1u9W_O8QgH*s`zXJm=U=})=y(J2 zH>giuZZZast&Tu^hUH!l^L1WU=qsAx`H_$?=nK+2tV`-%3u$xk|GmWijxg*$a6MwU z1NF!1-~NB?>3mH%Y^+NCSE=#v-Zb)W*!2S@!)$s>(f>sXhyCnq{`uM#_I`oT+peT{ zPk(pLU+?1vy3)OB_q;v99?_a z<$>t`1Cjm_)o!}?w6<`5k6hqjG4T9A&iI3{7 ztQSV5e1A+B;z#74k4`t0ddrD$ekwlS5&9hUx#_3v1^yf5=c~4E*#L`qupdNu69)dH zzO!-zqL-C3|KO|nE`OJ8Gt@_a%rO05jL`Sg;DEf`TA&Z-OBncv^!Z+}uGUYIX5W7a zeH-t6IXNN%^cDN_%hYtAo^(R_8_nPE+qJLHW|naJN3D{y_So(X_Ko}+een9N`|DL< zJrv((7ZL{kitmRp4El-mjPY{F8K`;#?02eIzZjlKcfc=_RlMG_Dni_g1+W0oqu zIkryZ4^SRs4hfb&o#m$*hu^ac8D7HrFU`%X^L_^XWBsvGE$P>j+yLYFV?#Q*SlT+l z`j7G$`&im!+LYp(C(wU@ShgY$Nl4erfPX@LnxL}pK+(m^&>zw_;b?57Uays4&$wTlP&m@1 zTqy&-N5c6`lxci8`eF>s2kD(SU$vt0t>}CJ$0H2u5tdKtm?bS2mj?62{wH-jDV=H8 z6Y?E|`((Op$ax9=8rx4cG|f~SRRa4v@%sb9$%}mL-Cj@P`^m{kv*$du$pm_-{)Wju zeNDc?`ilKc-tp+am05P6pW^org$&bqC&Q3`r1n@}rHwKT``1M`UXj0e{ebrhZWLdm1y2$G=lQ z{Qh_mhRknq1IVEwG^n+n3 zYVYrm<}iN$Rrvmf+822*`fu(oSnp7O{TrjYcZ$3T{6qN!_;sD0snf>g88FHyVW{C{ z?w<&QKH+=_!~J(^|K!e8LDogszac*ZzPY&89k%EDvuVAg4_ ze1DAeO$&2u-x4{B+aF=LKTq|soZasiPHU6!YPxEwbdJ_ThM7MIl-=F+`0xUSpA;_y zD#z_kXiJ3k0_{1_ud->K&wQ94(jPd!zWMsJZm^!?c!66N4t$@R1NK7Yh~fKCj6VX8 zE9_h#Wd-Gg%PJn7srtsxmjheRe!jjpkMnc7(neLq&QF0KXiw8O)un}%iT?i-^_4LA z7aTvR=cFI%x`TLmkpIj@Ta(7|{(_?V3_Ij3`oC9ohqq6f=i|AG2L4e~R`n^UBR7cU!8t{>-eN_(AQi35meP|zmW1N0+(AyY@}`J^a%uZ_y*&KffQU=y7GBfmn{Yj=KAb`|o& z6=HdZoVn>5{9z>DAJ6js{7LSb3%leKg1Le}4ZH2--^@|={i1ArcsH(~Cd=e=9hJAa8J&&P#z z$X(KNWi#ZvkpE%EYc~FVIR@ef^bdqV9?1VNFV~jnnVtFhP?+D8H@9aF2mL_)69)f{ z`VtnIkagOr1ioLP_C=rH2lUn~wgZ;75~JtI4%?S*)k+P@feL+HOi zj-8i;)egKLqM^j^SA^^A&^G*f1=d&eSK+!bW_Px3hxiluA8wpdB(>=b@CW@*_|QE| zbL)4&dPe2LZ(i%OVZ0)JuO$p8Oz)iw!$U`yHWr7%{)Xx!27ST#hHpqyJ03n({WQ@Z zzDwzwyHn!-=(%~?q3+-XSl=VX@(o7}_x(_R=Kqe>8!^!g@@Y8#`G10CJ9KFS{^0y0 zHuO{cvg#<0cOpJ?hz__a@~>DPsR9p1-?}4N!>~cn>-59~iO zrvH$BeOh@wEOL)@*+)HJg+|u?Y~#R1WryMaU&Y_c2qO`z^q~1i7Vn%kTQ>vjhsOV* z{@LN9H;;!G2wV>;MV^%WL*)y`%`;p7PzuIFeIX3`kL?$1wLkLoKLPZI^e(6zdc;ik zj9gd33)S+^oRe?>dExp`80-<{u`q6b@YKf-Kp!!_Tlin(K<|6*ATQKs!f^kT>VKB2 zsWHvx`Nf5w{b%T|Zs+@3!aV=Eu(_mL;zmX>=FB4RCC~z)j(C?pNUvM z3B!Fe+;0;G|Ah9+%ByJoBn>Mf{``I(rhl2ZMv7DgNraNdUVCCvU$Ldfc~{Kj&d z2g$nXNiZJri!j{pK>iTs_raD=o!#3fNfP`K%4_-ImkHJtEj%B+{JQhxNm1)1Q;42; z?M&%TK~-Q+=VQ=u8ED!YlVgt)4voJIojT0b%ZsRvxxWD{=Y^{u$e^Y>_uMGxt_t=dr5> zITl`f^c>$N|8v3d5>~o--6#rB3MYCKJ{tH~YW)ZC6|N7fkG4NM8CnedMEfJm z*K3C9{XXFusp{IpUrvF1G5#V9{tMf$@wGQf+jar$2hSH79!2pBVTi|ZehhCW`V!@) zb{&)0hkdUsB+UJHqH68!jvY0@-{bfU`;om7=J|2L;9rm*gkk+ceId;AuZecq$15+W z@O)Kb$^w^bzuSSIN5u9)nCl;5;1}ux!|XmvV!mf(Y<4!}Td4eI>8JftUa()o`LES| zz2SgW1|M(j;()8oi=KeL#QJL!whWyzM4G*yDNNG%IkI!@H@;s_(yQ4r&+7=R4;Y^j z=IeWs)2;0-r(F4c)})AI*%4FR73w9b#PcBx<8S#JgZ`QSjTPuUF(K9G`w51e%Fzjcj zzpHusbdGf3@mI1$l*h8HDCiI6n{4R%{>bZzluQ7oIR4=8KXM!~PcgPf;}%7;5eWe}(bS zdeb>so)Plw`yt_augVe4#V@%(TR+TlUT3M}@P7tW|8d=uCl330zF^x2E~Nf_jf@dshBC+v@5`o2a;82mftBQ|HbJ?v+j0QBMfHy;Wu zNc(0c`-in}J{|g?#S{E9&TsRdDZcxL4ubr^92_4p#LMU}xAfN<(mczX$J1LTjZ^sK z918I|_P-_4S1W&$I=BC=O1VRuCZ+KFz}7(Dpu15meE+;PBmaYGrUm48aQ)qSNx$Ez zMKUlR@?)FauSFhF3NlZr|7|hfe#L#tg!(9-Z5!isJu*IX|FP}f%$}xu&VxTfeb_!% zbKN)h-Qe$0-rG+)%NBZNfxj2O=O!c!`fDVfFDoBK>kVPhXQYqSXZg4t@fQA)7oNcW z4Ex`)=e$SZbsO%#33Gn!I2xVhT6!1ci}K%bJovHEVEDg8Su64Qgw^w9*8PoD&7=qa zjnzV>BL2oI4dUS?gw$U3u;h@x%OT&e^lz;8hW6KN{8^MAWw;le?+}LjvnUVN{|wTv zolBCu3TErWe9=Gb{IYT3df#2}Jud1)YQ*w5<<2L7->AQ-Til8cBxUh@Qrc?!DYv`C zfc+x>(jKY>r(U@U_JR7C_OMGYwaACSfAkN8`TDmjFem8urM_IgyOJ;7USuPRXRtrQ z?0YTYZhM8xD>9cu|G3^0hW!QlBZl9Qei7#R8p3d21?R`=e`R=}usvj!KKKVJKjH9h zbdTN89{IN$F`N%j`I#3xhpEd#ypQyz+sl24}o)1TO8hdrqSeZzcAM*oWVg-=~!{YQJwm~dU8Esy`7 zhA<=U!@>=&mf&BI-x;NbK10480sdfoNf^$jP=5*Y{r#Sq>nAsj3F7P1p1M`JcV52( z|AX=;4Dv$%wYPV^VFy2R<@H2=rmIx!#p#uNf07yD7AZYW8T!ZlEW?M$9tp#E=nn`3 z{iu(bDHX@!my6D4kUyE(vkPoS9R>f4{voqUdQzmrBli80FiZF3(?i9@u-`&?Wo^E@ zU2&W#=YQ6(-qX%_FNFTFzpOus26C;hVSZE}F^`9{7Y_2z{&)%GjrFq=!aK!>kB9rP z$iIDEuIdd*wgCM=ec0DCS=lmq1h=1kfwr{^=bFNJ=+F0EKYe#tRRWL4_EiqZ_wHT$ ze_Wk+T+iS4z}q{~`;A09lm;>~ij+bL2`MtNDoG`xJ{d`}BH25ml97hYD3y^}8A%jU zDm199_?`FroO{3ez5jbY?(22OIp>~x?s(ldl!x&pG02zltGat?`1P4EA4Ykc3jMV= ztYZks3-wP7^JlCNF+Z~QGW@u$9=4F&4+jc`ztZK zFI7F^hSRrUIlrO*((}krUo4N(!GEKC5}usfGHG=-$P4!aiJ?A*V*kb1l>8Tao}CvU z=IhNYo%K&*-oJ?X`hQ}WbIE!CSs)K=Z{m%!Yu}cKNJ^7_6Tf&wxg<^kdq90B9qv~v zePh4!Oll7?Ki`ma4$D43@?i2kny<((|q@yi^Q znb5zm|1eHw>Cdy8yoZnN`?6Vo;yjTOz`vAi=b z9WTZ2TLJ%1it;+M{J7ERzH+cWLg`Usc68B?lgcMPYt-lKyj|lVzO)tVo0yN6XH692 zu0*H8_>S+N9rbEOf`>2I6Xt)m)MRem7AuHf(7w)DT=}}8LiGPcSif^4KF#gflmYU^ z_s{K9iZqS%g!m8r3uE^E4>4bVI(N`K$y&k+#;ZVa{fPPaMhxX+|6)x4r>f50e?k6> z7{*VGFNpbm;Q2FJTh=>VW&gLWo+5R`Kg#zIw8uzXJ~7x2`ZHqaFX+FCd4FK(to{txZrEL z|Fv@u?$0i4zI9J|Y)A0dsLufu4I4Kj}4Ptg7u)BmZdr+ygwwpXfX{TTgeTIe0U5$Xksu2f#y>hoRWzrF^4fc0lw zP3=p|(0n+0elx6BVf~1?zfH@ZH^pwQ3Dlq7M~3kh?JeWX$D_Zx?}7OxreB=qYu43r z5BL}2O4s<)ao=IRBVMfEi^#Aafa#fAQc#r=?@c}XCDl;@>^w`=t^OF&GD-=(Y~ zZ&|4!@IJPOnD1X*DmLj;=^?}SM=tB9c&|^efcYfW_v&27`PCyd;C>~Hx2^_%>vm$Q z=)4J*e>L6Z^5ZrYUcamFTaMWoxPpH1JP6~hWbed09=uxBX?TpD9M}iSUJkzqU8{o7N!F_XAj;YXwCwpPC)w>(AF^hE?XS&X<&xm@Ah5b+s;6jr3h0-oyN| zBnJl0y3oYqw=CU$|240-hIkt7KWn{D59zH(KtCuSV(6dkn8!<5ZxfUMF53j_8Dqrd zG44q5DKYFhs35GKVd%d_bP)4{mIb(p+s;1M@Ak*BeKC z)eHYx!Tvhd_hz^GQR9<#L;1u$34Xb+o^gHMy#8Hfn)%Xg;!nK%FYg*_TS;l2;F$GrHSd#Bvo4)F}iC$Gq@NMgcjSZ_yp z<`2;Bd#6(L|FD>zKSk&{KlCrG$Bh>2m+@};eu^>Om!wV%>yeZnz7Ok%Xg`z=>nFrZ z7dE@}xe4}$^~+yhy}PORc$q`wZ}PWa+V?Zs_1Zo7xMjH>Dm`bK@+zS!_%XTM>fAM|g;(0;VHyT(0DGIJxi{ol3!J~3p&K^b=5 z@a~7B+odlSL3=SCyx0HcA+N_%l-YT#dzmX2WF5E;>m!(7!9L~wF{>zx{ zCo>Kvd9nA|dhvaq*G6V(vJj7={_i&q|Ckdj`hKp9IR6KKqQ;#ae@|_sWbnTX{o}&F z4CC>be;NEMjtBHU_@8$9!F~zqm(sbu9!|Qu*`U}K?7NRRKVs<5M*lMGhvIld>3qHJ z;qTzMIJqc!Ws>isUf<_6tBc|%l;biY#RYY?H$PeNc%Zo6!r|w^VPNkVpFbTMe{4sD4y5Dr#PB}W=h@)RXFUR3 zAzmWhnfv$3(PSR4JiD7PTKdHi#a&eXvuA-04}OdS!snmQzv|y-g%5lmM7(gIwW)Mp z@R!rY_VFAU+K>AUjEm{~5n~ss@AHUf)}3ptz&>!ji5TRA@*sx%aC~CS_VXFsGaz46 zaeH4NbN!SkKeBSt@d0^a{fYVa{KOE?V}Brq?}f0wC3YKJKHXUb{*ls=K^~M|-&!A% zeSq(GzMLGnA>BL=>gy-24>8y~j<3Z0`>L0DZ?bwcxI+GD@1;uRGPibzfkeZF*&|AQXxw$L8**NiLJ^Oz3vC$tBa&d!IHKJvZxG3hVVpVB`|hR-Q`3GoE3 z$CM&NeK7si(C~)IFK>hXP=3Tjs#fidJRT_X+;wQA_8H|tn?gvk*Xh1xPou6gQzW*R*|F@=IVb*QQqxUD^{4vU-!m2nkBxW(_7t5=#_8TQ* zRL{>d5<_{Y?~2eattBQ)V7^Ds$Muo%wyA^uh4x!<_FT%J0cF6rKUQ()+O`L`Zov49 z_WHJ8sei+`IKF@IHgNm8oX-!zpJMtupE;usng53OvAlQt4~;c_9mvO|3naefW^doy4CIggt4e6o`M97+)!RoE_@F6Ibr_9kRR5+R;zM!aL8cTkHYlYTlZ6(zP^!S z@h&msPtO2LFQon;7EBb`0OE&%d16y=7B>6X#wRtHBuEF^O+)pJ|`9SN} zjFVY@@2d_UnrE*zgx+s7&>K?IHJHn@alp7qlS-^$eu?^RjF0VhB&m&`FJ$aW`4RK^ zK1*loA;b_Lpu8B<{eS9>UrO^%IQN3}5Y$(bnz?bbwH(M3?Wd`u@$#p~yYun0$#SMo zbKD0We}CAG3PPFoo#X!#covCf2uQ>8wMB1GJ%kQ2EFZA7Fi3&J2qv|1MfjLjT&5 zBRAn#CvU!<+w!OWN5RaWeEp(zy627Jo1WnB?uq5anC&kTgMYyM8ME()8M~7HTeF6I z{TT5a>~R z|EeVc=Y#S6pBo#JMw%9L|MfGrXiezM{a`#(#_- zP=3Ge&5FoBDEdD%tpD$L7t_LtFTua!e4bdPjoxR>_Inr~Cwa7W`dsdR?VZAOidWmN z{!o*MI0E{>_WV^nJv-{J7RU?R^Vj^MiAOIdK7S>K`6WFcyYyJYgu75bY~SCSg0BO% z90B_|CDtEfSGsSE80K^O|E7cfF@9v}?0h;g+@~(iUmziWPUrJ~1yG(?{{jiybLPMM zWq>~w*GC|6;N$_#N22es#PVVc{*m4p?VbSZkC;C(Z$B{`e+6>4qb&`5i&*~@$ZKj`x_ZY8>=WxN-@WK`NRkYk$HM&N zCk$K{xZex^cUfOtyR|4K49zDo(=caAuB4$e601n4dWy6t#>i&CdR{gD706l&JW$j zH|=Kkg9(%dP4Rzh=nVFN?NNHVt1{C!55`}t4>9w90%eUeI&QHgY&;SuuX2u(G}i|I zg8f%HSxzr9X%!ov1j?5O$90hT1?h<*f5903uf?_N1}gnZu&_zp=PH#x7Jo$p=DqQMcpBDovAx8q`ectRJ(u$9G^RneUPS}! z7yGw*_k|vl&4$DIi*~HMn#xn3G{3u(aVGdXvi)mL0`MC^HNM-)i4EBfl3&wTVJp3$; zmq*O~fnegBgGC?QVE+*9S#YN`yVdM#DVZY-EW1+vIJcLQ=XJa={RU1J0cXkZY ztCto1e>0ZXIckn=Rj&i^{XEK(u}gb~cpCN5`Eq(`giv(9n0S3#K&-kG*OxfcdNX5g zpX~VstbELmoi`G6{(IC|{;&nagV??Z_|^ zd_ehWrb(@GJh%b$jpb`r{pqqV=qSVs_ke7hHW4z!%sRqi6yr-xRfYVtxESl__$iZPu> z7WCMD?5N9!{xF`S{CnhoHt+UTlbt6QXc=Cxw~*M+;#+~%pd~eNX-DDvIDB5~Se|UZ zog-j97R%Q<89u32_8RnWlpir4ueHvfbvfmp5B^Gg-I8^KfA zeL4c2=xe@JiT9y?$HewV4EE^yFN1#&ujjJoq5q5L^PFkFhBMv&B+ylml73ZDDMRal z0^Ob|qwPM_gFi(1=`Jf;@otts_#?Cr-7SBFvdd4w`W)6@_mt}x6`#KlU$}|uLk#k9 z_?N-H_5WqLN{Ua}`w7&47)z48h*|tD(3`e*?`@en=)WjW#-?OX#IQey_0?Ncx$xH0 zQg)s|pjUn8=&{5X+`sDYJg5^CVhi@HEv_G9T3-&$nkLe}jnVT~8-2mZR@c z1qRWn8)lmP2kpUl(opA4#d*tOxlR=SF;=4b85%Fh4cfB?`~~_SLyr%?^`~Bgcn!x3 zVwlgMyjeQ^KbpWWR880SYB1O%ruURtw=BDKCD<$4A2Hl-iS=R3`eRRJpF7u1iPrN` zemyhyoUfV_$;Z2%S*C)PDlhQ2^nUfMm7}*;K>lc-y~gxvZY((l!W6IX2pDgr@rW4W z3#UB6xLh=3>sK0o9O3*9iShe!S z*X;bYpx32}vdu^0+5RPCcpv*uufH92RMIEG{2le%TVd|uVf`k9zOlUCQJ)%Q?~3-b zu>QngkEkD(PUlAj#Bja=?W=d4Y@fZ02SESC@{F#o>Hnf%EZn!HC$@KDuov-uh=4Ku zKR06@Kd^Ko>JLVFA5BjBWb*!I^nB9$l_Ny|cW;gPBlGym=(j?4MOy@0?-3Y>I({=h zQV-)1>eqNp_}zl_*TH{a`-%DZ-)F32?oq2gY`!mG%o?z!0~Ucmh+Sf06T!R$qG*)YCf|2CHkiSuJx#@*#$J zNcUfc_*Hyg4}ac^#z*$PJI&`AXRz`xe{R2&4&y)CGcmg#N6^pd&>fG}9xAk7A?SB# z_tAxGDnMRnFa7PD7M82JvioiY{jYd68h(xf|Bv#q7`gGd<)3(n9}L9xw;12oEG?`6 z>>bBfVrVbQm!&iR#F)+-2?kVNe7w!NFZgSe@4%h|LbgTKzgQ zsx>6H?}z(c#Os>^#&o`tG1wp0cVL}#MYGZb_?`j#?;!a*ljVbIz~5s3C5HJAwttZK zf5S7IE^>JgbNd+d-sHSZ)O2qDgJqh`{JiYA{~m1oXxE82(S6id-e8kTANyI`Kpvb zy#1D|2d>M~dj;vJk0I)pyJg%cgY_SLe@J-MgXw2AU_TZ62Qlk)i!x!4PDSH|9UoRBqSj4@2O*3F>R;jUVB=KV(2W zhWZ(L&tYcECS4vs4I5t|^gnqD=Huw^hEE@TwRy}{@RwNL@O8mg?9Fzo`crx!+tK+=V@vE(twSMY`$mx=a-Yb!bQ->Kymwtx&DZuy%^s!&LDro z-ly|N0%CTb4P)?MXip<_-Zk$$)|b!ENA}!hwLHy&&re6zb|`zO{S*8j>U-p;J@U1& zFTh@L{>AtR^>1RZU(BBv>=)m+k$F*Zyqm0wG5H@G*8^W%hZ(?n650b}w*Ej2^2hva zBIM`C41Ns#kN8-6#~mBb@%U!cszm~u4+-pipMaQ;XQR?X9Vh#FLw&HkQJJwJo=;R^ zet_{MG0flFr_=Yb0^3PjR=qHhg#PCu)(2+j@_lRV9Wp^!=2;wlP(B==cNZ&zPUxtAl}- z2Rz}vH?-H$z7r)(rA7B2pgj_^^ACd2iSP6yho6vNO6?t;U+OaPkLW(A{o?u)Lw%vPRV(f|2jeeH?q{#*eu*bAEZv&&AG0%G=EeU1 zz`tVs#rgg^A?!Hc`Ed8<06Ab&QfV)`{x43$ft>0-76v9!15i_lCv|aME8MU`Hq>{ zj?LSKcc`H99ZRoA$XR^g>kUqQW<1Q&SqG0#(60w6!} z{iFV(+^sr3zn;`|WXF|0CwRQ! z()-DowLgNu|KfN^4Et9&-(czV|5gHGzTd^t+4_XbxluKNm!)M6QF|s!4BV8~lEnSP zWP^zpmuie*`)}8*7ZaD1-dO=RX9*us?(HW=!|juyh{(Q99Tw z+Pkaj=@(5Zu5f=g%9j}8CDacw-_IiE|*`G6}j$QR{D4C52p+mz*%S1&Ktf%akjrbO)feERDHkiV{2-;CM#N6hyViFrK2 z(&>DSU`p|S(d%m!;Qx2Ay;B+^G8doj1om%=`6Gk>Mt?`?5U;jl1^V7eFx7U}7Hd^o zuqUklG|Rm;zdKt%JcIsk+T?v1WpQR;57?e*^QwC|?G1z}x|Jt!3)DV6GdLQB`t9D$C=XrU0J;mGX z`2{3jR{ma!*BGBAf5w=;muLCG`YX!UJ!n<$h=k727?iJjqtUB=56i)S;C#fxE+}u? zxK@ZC@p+Hp$hVF;+d+Tmzh@+etsn8sNvep_8MEd9r-T^?XPDF1ms-n3~KivAxBT``j95#DIO_^9z^$ijelrVBg0I7AEVrrRbOQ zczKcA?~++F?kUs#27*O_GyQI@%7l0a&o?Z(Z&X$I@geL7ScvOGtn5$w8QxKArn?MP zf%c;Oyf3_QEUp>>@fhmEJ6rzE@(;P}e7C^6`moniUm^T|HtNqua&=PuSSyI9QJy~1 zj)_NxnSuYo`HD|~*XkJ;hw$;1n8%ww(G`fKf{&oGK1NuRI`e|mrS+O7&<`eCi?Y~kwJdf@1b56F_ zJ2x5RjqN3d|GPkWvGn((f4_Oor}`(m^7z1SN#>c(kH^AzI8odlV(9-y?bw6-Axn3q z{zeSrC-z5{AB&Iu1|VEy7bF)-gm{V%xUTp zqggw4VddlV&_B=~+4IFTJ`%%h8|6m~_KO_YYgY81!`JxwXP{^I<7LKYVgDZW9T=pr ztfWaB%E$Hx{#@XDu=7k9FHFSsA!g@U1;p_G@F)*r=$}|#kjL+6mt(V`e2iC#L0{yxVt z^I@$2^08Z_BRAiG_F#U?m)0Hj%dUm_61I26u*;9!Ek*+4^DB~McbLS^hxrZqLt^lc zsDEP67v>jYuxpB4sV8r5h~0o$O+ljg0Nb}xVaYn1y5rEl+cSMnCZKd!uR{A{&zn+x zRw|7Ty%47f{ub-EvPX~CgC#`!sl+3*FICvKf;{N`6r*ireN|xogYsErx@A&Rf|L?{ zZy+G%^MO^vLYCa=Y6I&{nBOY*&DR7K+AyEM_7U^(mzejLRSz46>~H?x`3_>(-^BWa zF5TIy-l-JqXPDT2La%qdv8Ky9*iXa$K+MON(05_(Rip2Lys`g;MQA4W$h`#ij`jOb zCN66q{2$<633qXRjM;j_f7j=}|Dvq`<Z_6JIb^LAMO4K1gB`uHeu z|3VDs$MAV#zJ5i_`*W0IOknk;ZV<0v`=k7uh8~Vq1b>10CFbWth?cHds3S(b!2)Kg=(>vd@>ZHN&`n*yKCfth9eB^k=lkO)allJ&sGoKrQ+g_-mBU=B5ws8z(;k`@r-q>cSNzFaCo5 zF&=09mGr-5R-%cNARppitPe5t*Y-@`Hwq{n>>Jy+wae&@aY6j9L7#ZK(c;#_M;uy)Z7O`p0zh9w{+lE|0Hb>AJaUr<+uD2_Wg!n`-JO#6F&B4_Xh~JuWL)$HdOR|ERMh1OH1nATGoR6 zP@mh&{^V_XQ_J_ai23)CcV+woB(7+t+Ha`*;MgL%VuBOn3+X?}7d#c1w)L zQ4=fhALw6W%a0EKKGO)kw?X+5Ln8Vc##>20?D-?~{?4ryt2aOJ@-5Zdqe%k6|2Q&7khyJNBI%+{==A^7uywC`$sEG3%<|8@ncuw06C8_ zbD_WDct;HVi};@U{uhI8{KMDH4X^Hk@c`Sm>yfUGVg6g#ufX>2s!Me-3)g~ltpDz% z-IOXqpy5hIF+xr5%c-ip45#Ip^v3_etTUc4-eX` z2=NZeXYZMXnx`f-!TB!YYu0~-@snV^0L$OEsC8Yp%Gr<~+ULIW$+Keii_QyUeGfQq z7`nYs1=@@4J1|c&Df&we_!E=|G0X?>ea7kR`6s7h(oAY#eU8#!Nwo#&X0q?01qXhg zX{fdeg?I|%v35A!Q9`fyT1y+-thf{PjC1bs|)!4H!<{QY|o*C>tD3Z z65Y>*_I2py*UX-OJ}d2KTzlxqftt@yAKWiEJg4Yx?&C7Kcq;Gke>tbRTp7m4PsVJ% zcT{OX@39eAVZMd-P7Lx#`5f)JVD+9y*SLKi?bYY9;dUE{-%wt}V2{|oqsKijeQ4bQ z@dNSSvS!U~W?&D!#Qyat@c~-TW=!{y3mDV)OoC%BT~_@ZeHP*s^rysdei8j0aR;`4 zaqPa6!d-r*`Cj0{cLD$8Vap+`pgb{{c}S z#C*LzK7P2$l0C`LIk3I)wb$>S?r;wJ2jz#X=t=neu9)>Gl2On-bI8T3)~FN6GXJ(->d``z(xI`n6~e;MK- zjOXZi&)f#pZ{bqR>M|6}hrk-Sd*xMgqNzZvR}_Ld;@&z)Nr0P!NWH=$SH ztAd?j5Ko}}B{*lPOzGq;txobwsGKWxt=Bp}-%PrZ(soXJ5RYF@_r1SdCfXG21@k-o zdBEmj@3-*zRI=`Zj-4jo0eeSzCRcjhvM<>V=~&(wfl%AVe+rb3_Dl@VqkkiY`8Yj) zYm>wK4>@o?8T-STnt^9OW_?%qO7dY`{r}Qg|2;bp8$473OB z<=pVRL2gs6q5tFfeeP!5?Dcog^Z58&Zt1kj0s6Y&X4{pVzv4%hE3?Xd~z!<$J}c zB%`ZYImC;Y-<7Z=-Rr+P!G0vx@2X{RP}*e~?$3#N`>!tDe)GCiHsp``xEiZJcH*`F ztuJ2F7|`%uO&#nB<$G<(sJP9cqW`nN@~&O3mos1Zil1k>cBS^f)*A-UAJKk^xxc^m zG+KS?h5-=Y;QQC(505w>_?&-#c0GUo=Q&&7!1@M`=UFrJd2(z`nX}2R`l3$A@p}#KPLwNh5e5h)=RMb8*cM%nf!?deWQGC zJn3X+@p>8bXRQBCug3%Wjdq3js2%hEcXLC?L#pNWdAOF~% z->-v6{^%cakhwp;^+_sg<{}^E7K&$b9h5CR48MWBV0&{HJAM1m%Zl%3<=!7tui$RV z?jsQp^Yh@u;7{=VJhlArZffrEKKk>#xD(?oHy6YBfc=fQgE#e;yxjc35AMGJeN#HJ z%v;h|UUA8=!hX0Sm_7Y36`1;PLS;w7v-G%qD{&)TiNjmvp zFUSYqzngpfdPK+}m_K4VG58~t|J@f~RForap?>)MJT#%m#7 z!}x(1*8fqS_okm*as2I9UjKWU5nX0O4wF*wJqyHg>`8D>Rg0IQzYGHqioi88;`$zvo z4Cm>Q?+@!@vR_jP^nv=he{25?^$xE={-}=!`jfNO_ohOAC{M<8|AOGbz%}Q~_h!QW zD3;Hd?I%5ye|J!9&NCDzq9ZGU+*X8;}0>km)<|Cd-22bw=lk8dma^O zKkp`C1M)=sepK{WsY}IO_?{Ex@mQ_DvbX6duxEV#v2n*ywvTnVe}6nWebBG0Vp!kC z@r)Sk5$pH(_7-2alNWfr@We?cGvW6@_J62?Cn?t#33g0}^O2bUll;0dQqu2vJXol4 zD_{3>Dd-3FRcH{Fbo+qlz6X?N;lj`tg)tA|`&>#7Jy4vjD*C@_w5LL3uzwt%8MF0L zV)z~d%P)**>@z3e46GNSy%R(IQ65DK4dZuwFamo=eKThJ4@KSb)<3AJ<@38Dr`YFu zlRAL>P~OCHaa3N>zQEH8k;A!vD{5QR@8PH>SP#ec6))}Z#LGrBf5q{b82l&tYsT!n z7h`tbo4w!EK0oje*xur*mG|~^ae?t1+xOJx$vV9?elUMVeKH+`wNs@vV}LOSZ77|t_cdtVq|={#qP20V}Xzwiin zY<%+@^j}ObStxhEYPyS@CZ(6$(z|)fq$}tTARmI^K)W$Kc3*tpWa#5T=l`9pnoHV{z~~{y21hC^4|MatF6n1 z_yzMXpQ^d`*Pv?95Bjrmcl)v_^>1Lk66I6A@!r^8%YJcxSDrX{$d(aHVZ1{BReq;x zNmlt;#s4!D5X1V4!@ud^k1YRXkUyUHW%;r8 zviI5kAY;0}Qc$rgHM{P|6!7m*m1(i_F) z6GQ!RzkxAZ?;wWyqdeah>lPk<(Z>7Z+h><9CQWz@_ShTqLk4-Fekh&KXWo8jyRk>S43O`cN{`+SAWES)EjvdS_KDF5oz*>VMQj=+2k^;eyK zwm5Eo1oT&|4>4a4sDALwe}>Bnl{56c4Y8^TJ^xW@)f>s@P2j(<{U6`;9vLF|3-*Zl z*GN4}inDqQ{=;0XKVq1VV|!UTn}63V+bNwi<3F$;Y#%YakL|Bra-l=3Pay2);ryXC z%Hy$g{5Y^*%&$&kfXh$!Y*=3>zL>N|%4|Kf59L$WVp{HLdkN+rsBdEa{RlC9Z-)Nm zlcBF&+6f)lpThD#4Xo&=RkIq#b4>p%Vf?Lw*L>K|=_zjCXT{Q{*2*yOSH{RQFEuE~ z>+$~bc}0~_J3w?F63YAY^I`5A3k7h$BaS!3@I2O!SVp5g^Zm>(Hm`oYop}lv$I~x! z+a~EXYry&ezE8~U>&y25!Nhx~z+a)h>Mc$#Tb&*V>j@~Ydf%vdy`PA_$05FasLP7? z8X#Y+Z#^=+kL_=+8!6zsB`rZhoA)jr*I%eG|9L-QfbyWB!e2&fVBhBKp1&?YZ&BPU{{Lnf!bN zG1v$8wHCSv)0+p8}9>R1rW z$FRRLX6w!0Qsh^~O^yCv{>ZTYg7WxwFYS(_%_e9+%9|MMAKTO1slqz`T_cxgv(P-P zriUbNPm5W-=U&IRe0{HFu%t$t;UwSbnSZ z{Wl>)hk`z^y{$i+Cr%F+*)xte#Nc00f8RUU7)cl{;_KVrJN2>a8?gcW3F?oS%kz73 znd15Tkzl_@Vto-q{V-l(>FoS4F<*~j>Fm5TV;`#T4?mMhdk*x5{ILE%l45psf3Xql z58MBIY_AaHPw(d|#h4YIf%PFApWFKV z{(8~f55{YpzZ1jxPRze;v~y95tp&&%_1898t@oWG3D7^vzin4uW?*-F*w3fuiP`-` zZ3SLtP6LeidcvP+1#cgAy$R)Ge`oAM@Bf*8?>YgNB$jp6gTze7sKw>6GYdQI&m275>QB4+;=C;01-T|6p3m#;_t&D~Qo zq@^?XbCloTf}jVd!u~LQ3nfPXRP6V(kgewkCH!>zmp(ee)}MtE@o&16uKo-16zf+g z@nPLW?P1C=Ul!ZDP~z*sog)W2f_%mK3nh(0D-#Z%X6HwQk`w%+B?D%|d_#Qy31iT= zINoOrHOk7D~^%+|w%(k~L7GQXWtZlU_iSRJ3|y8IDapAgDw z_q`dm_XeDY!uBzqNA;7_+-f|c-a~4q)N*n8#8CdCe;MLWaXc?%&lh9-#rYNXZ=sxN z^<~eyzu5YQP_FK{P1J1Bc_Wm!ys@tDqfdumJV1HM_j@o?>Dn4dCqD7hcK4^pF#gi> z$Pk~Qy~uyxb8-LXR@k2spAQxigZ&wc>&tjI$(KDpmF0);!}7eId&f4?qN-s=9NCkDuU#07SvUev=LVptXS0ORf5B00kf5)*yKkPxC*dCRFh~*u_#zFjt?NPOH z?$u)R9r`=gml)y;e4ZHA`>_71fx&xaJB5S4!v3lHcjcG-g-T$5*q#o`Gj~V3i2nah z><@(jJ}A})F{~G_{+D6=T>3A=cq5)q^Y@qGe1S3e2l4q{#;{%_j{g~h zzQpTqj3GY7`cnBY{-V5C{b>D^KTq><&aC}v7rWIB3G;#cQC`GsJQsGHc5qji+*GhX zlvl^|yU(wG@D%im^6B_g`=L+%Zdi{({dBCm)mvJkj*UOUj*Xl1RPI@WJkcKzLw+bv zVzxdY?Bp`+Lebd>wjL_%G_zuHm`o#0C<+f`6Ml%GJmM9bLV2K+w_+OJ^Mpt=n&RA4;< z-xuz#P#&k}3hQrJ-_9d=aZ4UPFyy?EBiRam-u{Fmx-N* zy|q`+XX&$Y{M==VLH^?LU)U9y_b+1Te^`Fk|LU|?+f0V>0>^`{5y8H@{^Y}a6YY~2 zo~QgU9psDeYbaD5Pplpc^Ko%JBxKx!?6sS=mHQ_X(f83<-)`gYclhOWNxl!sr(0Q7 z>Ud>!=_`2}jH9JVf_>isMgVkJCj%oC~zU9&o%PhW$Bg4@>tTc@V?+j{0QjbiRV+2k|A! ztH+3q}8*gYwiu zX7R01E5r74(3<<)|7+d%UHijwKYZ^kUhfiWl_>arJ{HCH`x*28q1D#=Oh89f#p^D-qVyF+cm!;GFO6+;i2kM*B+5B9nlj?09;J%CP4+(XiuZ#{JY6Rz_&_C&R zO=z_}v;_8R(Vlg?)+YsgoB{cv{Sw1|5v7+5b-y&n4CZSsV*TqPgFi-lCI@YLZp%BIoj3*dxq5f#FAm7sN+(7V$C?A7Wg&S30+d=v0&xxVE?HJ0#@zS8R zW^mE(6AJWyxkAI4JyOkw9#yg+efBhXsdnl~Ht+vEw>})WMm8MekNWD>PpW6X9#3Jv z0QFA{{TJ&)4EEcOxxebQ($7P_bQ{EXdZ)6y+(LXV!^($fT>m{d8zugS$34O%+GRo+YaB)&Mh+ka)Wsr~fJgJb<+4{NA z=*`)23l0Rpc!B<&7{)(rFEOkqV)?}EdrG0PyX#_u38MdBMtS$y{C&B8UNGUAz|MS8RJ{~KZo@otS{qZ^nAZw z)Ad4&$ME*{>whRr^*aCm4`IKl=@UJ4F2jC4>aSl!?7XDV z;^eQG?u(be^Jss>D!T0bUk*MmN-u#v&|WQ&LH;OjV(@3}nENaCJbjNPWL!=850IJQ z;MV6W%+FDu112l|`BmDJ%WJ?~N12|Mx!`{(-Ai`YyRRdm{}5k(bSq#?F2pCqB|Qrc zHp)SNM|}_Yn07&Ors)3`u>Qo*KJ?GTFyA1q4L9m7SPSoC{~CY{{u1TGxUfC*_-2rx zgPnVuIhW@k@;-;d0l>3t*hBDJOZJi1BiSis`Y%yE2^$x7(V!Xwe z_FIHQEFCQ0dCmlXhvUl->z2u@-|B!o(H@EUddZMGZB5TJjJZD=^4>N2LhnEDf7jTa zp%OD}_E!$#_Dl@z$NCRd>ugt9`BJ(w$!n<5$;3Wx4p1KUr=k6dN9W9c5B-^*U+SJU z^g#mDkJ9%xKb~JK+Mh&u4_o4Ypj)ga^yhXA?Qh45v_B{uwrR{djg-A0KeT^huxA|4 zhCM$RB$2ih^2d0d80-bxM-1^k%7;DA?3;XW*kH-~T3?)fO_EISV_ z9KN%^Re$q1u%Dsg@rW4Yhw%$br~P~Oyh0J#JEgPx!G*)0|Cx8)b|(CP8@7M=-}B?I zSxSNb!13S8Vu<}|%}<~|>@URNAF(}FRyKv}=KKbIp!}`eJIkz-*aY=65!a6x>PPuu zI*d1%pY;KDOuh_pR9r`oMm%UH>LqcNEAGU|3vv|k)(lOy- z>n$+8()-BJ|LOS#bD1^MWS~53&xkIYUcX%FCOJX!w75RRuzo}7zD;|ERHw218{vqn zqb^VL><;okdm)B+7~4w>_o-li8}at!=;k^0JU$_Y@=?CTF#civM!I#+i?;d+|L;M( zu)#Yc{WZuB?QtYAlLuqgeqtDJ+P}}n=aGqbg$AG3fc$%k+e-}o4d-Jly@u?KF^gx3 zVZBJazAt3yw7$+5^iSnqQFNQp%NYD4%4_6PYbDFh(R{vYGtcYu<>N1*f1$i>ygkke zjBMC?xzHwXp-5tiNq&U|^>yiERH>Q~TiH1#bsQLVd75JIr&A@0~MMmCd&t7Cx7mKg1W#b7K1(lF!bV_c;{iOBio4 zE~We(9_rsqd{PSQk0{SE10L_lxu4C~-^V3oEOdC#%&br3APt~FNf*lq95C9tQ38(h4wry=2^nxEGZ@W{~DoVLR3<} z6w&_;V0#^3oxbd*5(4c(f6v&1#$RGs|Hk~Cl6M#x&HTyEqX?azG@EPv+6(a%mPZWp z5#;e11(}6CmrHv}V*ewC@^ZxXLJa*$ydNfHe3<6rj9GtS@3a2G(sz-(iDCT`=eOg3 zdewS4M}Yld{hdSiADFme2J~mNN9V+se(PHMb9-_wvDa8V#+mm|=Wn|kA9V=^e}(T) zSb8KN=ZvN*TMwJq#lQP(=S;{S?Rlc#ob-|1Gr<1M#qDGKj^@+Ee7%pD{eOv&7^Fw} zW$0GNPrEEvNaar~ZQ1&uzy#*A;`4dJiSMRfY~0=^Py3a^NqRq$XJnVL^NEb%K0wsR zq$zoVB!M-w2kmpx3@z1XQmsnk7=Mj$GVEXh=kc+8mkyib7hcYW_Tl?3hW@kqG^_;s z!Fa$Wb74&vd0ntSv?pR1ztLY1v+wtX?0NbgQ#iTvg5a+Y62V`gd?)u>Yu4$GADpj3 z{Y;*_(bwF_8~Q8Ock;>Zrx*5Z=K3V&@&4q;v3g^YW`qC2`cD3$wsUZ{F2u{2zpKRK z2$_gP&=01&hEB_VwXh2IdnmoYrpn~vIq+w=f98q|?Lq%C<-f3rheG9`{rEgF^iT9( zQ)gv7c^$Y3*1w1ok3W7?AEV0Fd#8T$U0)jV803%TPi?Mt?vyzX);lr3X#tjJvty%S z{|v{sX=~m!Ek7U+&tv)1q87Wxz8nJa63W-jNaKB3cr%Ru_&hP3uR;A0%dq_*_B?$r zE_6Gxx!{V;Q|R9)Ut*9)JBI#@JiSYFt!$sO(0`|h?VIsjDsOsqpEa*WXT$sr+e6If zBkuZ+Aq(;sfc$WMi5SKwl!yDwLlsWadm(?^UtqkK#sl};mM0#6jDY#;C~^73P~Tqv zGW`DuuAfjk%x`hMff(k;81J$7>Hlwq#9SUMozDOAbhiKHF>c1;ta%%xSbXPkDS5&! zD*^Y1Gc4?T+Urc>>ubbZ-!mqb7RukWmtp;P#*$O{4$W%teGf_gAxWGHV(Xb9s5QH*~D6895u`Ba{a* z^dIbR#PB}m&(hg?$?Uiroy`qafd0@PXCDk|3`}bT{b7G$Oy@_1#4z7Sdt~YKy^wHr z#sc+e(u<&fqJ7PNJ-~V1-nHz!t#FRi!`9I@;ZPp-Ct~Q2#A9V`w&)Fo{*LvXgAD!z z^CRZ*+8mER%i~LT!}yNz#hkrG1q%i)f%z^yPkff-Ij6a+X0Yvdi1%@PB8K@Rm51rD zeu3>{>1@774C^0g-*YENC3)3c1pkHd_L5d8DI9wj=3nSPi6u%Xf3Jkk|D7_wu0ZEo zg!3jXQdA%Eg6n&Jd>@;_4Q_D$6YH};OZXzL;V1V`3x4Q0KDRgJ?0q&q`?_YG z(Czsc^oRE1d*|B3qAo8LT}fVkJ95sL%-GM)V+sAf`?s}C8v*rq7W+S9h;MLxWy#oR z`N4tp@`j4L#OcHm35pB;WqAXN&nO-ISNXr`;BOuNW$@3~K9=7uk~cBmKVIUrb!&-% z==)OC#}e191{d3Fe7-}>=SNFY6=iB)Plt5upTsb}p*;LYZ+)&YX$4>J^M7m*yXIJ$ zO0DEJas7yS|M34{Hoa4)2{3=c@`-u+(#F>thkfqG^&ik*)=Ib{>L$vLuZ!-jW;Qk^p=mX~ujJMKyQP5m4+~+wjsA%-+wWeMbme-m z#4Tta<(Fa_SvBSotf!%WSoV77t+%=U(0?#J*dgqxN01NL1Lhxm(z^1i*J_Bj+cDQi z@Kt{q`6eg6AG6%$=nP}HT$H|#5fbzFmrq$IDYz=SzX$6}%-08(ua@4m=*Db5-zA3e z5#_!7P@iTgGav9js9$2RAJp&iQ}Yg-yz~kWx-wNxd1;->* zp?(-I6N7!DzE|woJk0KXI;_7E|9uut^QA;+Fg zwftVg=ZB2hdS%F+pQ9#x4g>#-@(pQ`yQQ#Nj<5Hx+`UXwAlM833fn`>{(nQbDs9g5 za{@nzH?Td7={%-z)#oXZCZnE%yz%`|ZIhIe=Ut)w7!QORoLI1=Qgj~@`isz>1HN|d z;SKR2uBQ`&y%Gb3;#&CYHw>ZE56uy~^>0b}=A?o|T&dH|*)3PAG zoQvtmuzrO4V(H9Y{)>KbW?RBoh+nWj60`f3h2h=$s9A@J?wiB%!_VBCV;d6$^9>xo zR?Dmmx~a&&FA%QLbM4yYuN2rPwr9=ACw~mxG}!%Z!ZmJv!uL)+2lE+xe@%YmhsH^6 zkRQr>O?}hU{zmGGnpECerzaOT6y61WV*eoK`dfSML{Qv@v+^gY{}L;(^8#yA_H=i( zyUgPe#%%mrTlr>qt>!q`PeJ_?gTBxotZgaxRQc|Aw&Dxr9*wtUL&-xb?SDvw{#CVTrXg} zM>0#SZ(@lA$)oM~ute^^4ED6I9lyZ;e-N_#$|>F^mU1C|5kvdh)rXIFto#DfALA{I zM-SIZG0%hZ=cvyJWJ%Tb>0rNTZxQ*mQ{BUx;r>0`PauZ=f$8fNjL+WtvJP&a#`>(E zULJDSxRA$V>!Sz1J38bnoVP^#T3>r+{DHSKLB2-f_7lT+(Jme0N6HVMhxKeK@6#HU ztWm9CkCgtS-<0^uL$Lme_8ckG&~w4cF8q8=WcK;=lGWXzJnVnOF#kaPMZUb#rQ@3! zu%3hcC9*EiI#lO0JdgQBY5Dw~*3k?4BbFDnR=#lkBL`Xf9zaM8<1amr>EK_mzR}9* zl3vn{lCIL&K4O?(uMoGNrSGQmI>a!a)crRd;$6%?dfS*AOO!M|vO5gX8?180-n#$2ghf!=7jHJ~7M>(cd$!ZqGbk+w|jH(*2t&*?q6V&5nIm zRT^h=duPn%ADh$PeCu`1kniVhuGSly`MG`_Nvj|IX7RHwOFt0DHmq?@XCrd!+Ym9s4C~ES|L{&)U!>>3e$f9C%hUJYbXfi@ zz9)wDY>a;rN0?5sYtR9G;`)7}^JXs`=aaXpo>CB+NGeE!DLGs#|v`FR8OJUfrd zn8nwLYwjP}Q!hS`jPgpnY<0q7zZ3X7)c3xjpFM@3RdD|trtgcdc&ZoK%;iT6@d~9M z+|gU+hj@OE`rUUpCwFsPBj_LXweOfpRN~1CoRg;B{yA{RFNpVWJ&hQ~2lV&EN=@Wn zSb8({N0$DH@=to=75KB+Q(Bh#2Sb7!pH)2_VIAuhdl|`32h$qp0i6I`w^LH%0ir#l1hWRIs z$HXvyK>4%hHL3o@uwI4rO^GZW{xRdK%ruJcQ!XbSDBp1w`ZuK$Hgm@fF|8Hs z2jxQy{ub?raRSNnkd06HA~#u;SgG}r{m=ixyIpYi#@p+{z;eOKm!KfwGBZ`Zgm z<*h%=x6mIQvHVXqdb0R@D9Z21%DAb)iS@7_i}rm~$Gh*3^Or!MIDQ?~PkL1UVga-t z{W&qWcVdXouzkdQ{(p4n-nz-7v(7pXc`sS6HW1bt(9#Qc0isg;_o+6esv#$uK2%%{lqI0eWoG9ehA9rSReZnrVb@gU(_ct?8jq%#Lz!c zpU3QV9_O5B%jFxNoXILVHK^*-uL3~ zYZ0p*CjDhLl;6(RNQ3bc+e-}R!BM|ip$=u6e0%fwA?v77T=$Bld_5%V#8!vSL$}CA zl6E&( zaJ`lo`foo;{TWXrc`#<@Y1sc+{-^V_PK#tc;rk;P51zhJwKadX8|VY~_lXrPX#6|V zv6IKWE_Sd!gY`QrsAV517vGnK_HlOLvFAOzy774F?7B()$EezXKgRR?#Go%+KOu(P z&_A)~+4||(t65X82PHuKi}E{r^IKE5cWb3wWNakuC5HU4{>1EiTRP|5vOV>LkuZP2 z|DT(lcJAuIH_(5Hz1lgnn0bIaiH|JOsp#Ma`oQ*`@6__e*Gl~TBx^}|#NeNCKF8A8 z`IPep(dQ5J?+^YA?Tv8~%g@w(z>VzeHnpVh^Fh$iBC!bD<@wv4eF!$RFFsn7vP%E4O)?^eYvaSn6-YFn`DA zFPfgawKY(D-U{`5G2`~Jy7Xq)kHYp{te%yx=+mV7OnQ~1zKqSJal9s0_mejNC%u{G zhm;QUFPtwD!+41H!SeH^^+uM?-uGpEg5rH**#ATSL(I=RUh)rX{Bhm^@<)5Sl-PmtJmj+tFA) zo1ZVvlf5-;&dv?6{(v+VibNqXVztBJAIZQQ4esvh+kNzRg`Sl~~CV9B;6y<-# z#%A6d<$+-TxZX?*`o{5vG4nrH5{8tVo4W(=Esa7{*_c zAEv{7U}#U*UOHL|A5CFCNAgAn`@-i7t){yUESnAXfcm{Y<5Bt|g%HRe?c=)FE6Y2f zbufNm`PUB@#4X!36#OGSf9_7!nzU$c-`Bsq9-|(-S5`#N-%y&Z=MQ z-p$ipiZ)*z2J$qK{GS-Khw}qs1?K;5R@(>G>9&D*6#WG;m)9*#r{t^+q5OQntzHZI z^tdWMe}MLL%kgx^vbc|YJS67xty?$RK3F&3mizBpH@l>D8o3POMbuA`L0-oR1ETr) z=%W6`d%Q12L;s}oNaO7V8#Y1zNBbzs?0jv^hF19g3CgqRUDgqWPvY-;pnQlypTzIw zj!iRK1^y20qqyt(hxMOKz@D-Gj60G)A%^~s{-rpfr{&?nHDFJeALF@He(@=dmMPa) z@bdu0H?l4+Z5H2Wi1oYe@96kJdm;EctpDxMfY6q=+d&@KzT3xAU2C$2fqpQaznwW+ z&{(Mq^D8X>_WM3dyPH|V{VrI3iHy$TE;pvD7&BICzrbGooC5PtCB!VAEOE;mo3gPj z*dzVlD>KI|Tzq~S>sRukvr;!Qcd~%lJR0{KQZ6GV(GuA z{CnMnnHgX9!2AZ~b#H9X1zvGkpg-(ij1$=N3xzo`UyDJ0*uHzAXXiVb%>(;K{Sx!@ z%lF=z?X*of1MxTIhpafB$}5#om^9jZ637STN6hG)Ui%IhC-e^fgA;wQ)R>-qX; zY2BJ@)oaA@Gs?5{w_(?N7qY;gq5TmFmwx^!1ph_lWp-XWaJVUaKN$U41u~r9q4Z19Ej!%raeJw#?5cLa zY#_{!M@z;B#_W9z#_at9V(5RE--9J;(H@ukb9;EO`<9h&zn)MY>hGcJmQETn<6-`R z^?A5JOUkHFpWh!q4E_=GtJE$ESr|0~>=orxIcwwXKm}F!KkB#gnpUHuQ(y4+m>)5$ zpQC?b={ck?#_YZrV(>?3e~j69L9EK&2dsSltg~NCEyU~Cp2}}J557A^!1^ezcM!w) zit!msr|(zjJnGZZp=QHD{{Kf~-pANx$MXL9$YYUh?3JG&545jGnQv;VlWSo-$N2NH zll%A3-@l>15U&}%JO9#dH47TgA0xy4ia6hV9J`@%{8M+3ANrrF5|`qTBjWE@V|$<2 zr%sBn=ilqod6N8j@z<*3d_CexMjy5ERWm?7D1XLmJ@Cnoy!oYb#r_uauU7GhTASP( zq7~Fn_3crQ^S{1?{)^)mG1xE4hnTOw5X1YNSic%w)1J5bZ{+)TH9M93Z~K%%{D|{U z#&qAi4l#_E=pTuBJW;bJ^=^r%0M@s$el@4U+LwK_0(+wJP7e>=)8{<+XY_|P9~15e zwkX2=!KiOykRQswRx$8%_k>B{AF%zkb8mGTWorQQD}288m(yb9cmd|4n18)){(qzH zZG!bLwD0-=t#vOq6u|g_&p$OD@!H{3WSh2>{&ec(+?6)s?=@h1o*vv^>yTpy-&@4| zp62R#HFyeOADG`W#|4ouThzdxV||{@>vwN*ZVaqnVg3zvgNkh%i@`pLhv@B;>e2w? zD?Z<_A$n(<7ISrWUZEjc^RC&nbZ9TitKrSmb*Dedaew#RR5y0~;XCj?Kj!zm+lq@v zmI^%Hd%kvztBj^cd5;bJzkUhN^;yCS=ZZ3?U_RG$~4tUv!5cv^{_*L~qJcc@y`QOFzry)5 zu~IK;-^-CfgNAQV2YJx*>*DjDO)*z!PwjcRYelVk;S?D*9>2Ws?72~aH6QO@R_1uu z7kA_HLt;4XiSlmh_wlEECr3ViCWhxxUQOXgmln+LrSzQ2Z@TYG?Dk@Ur$XX|N<+4{^Yr5}T0 z`nYj>c{S!@n_kM{(7({15OaS<4DG}6h#{UsdA)LLjC_456YPc3XI~l^y7VVsFMX9& zv!t-e3-ZI~n-$(g=j^=;<)gfsM@+e%`{^spKPmmLs+v~7L+GD4-ZUe__=oww?z-VX z-%;uCfAklxKWR8DTik)imv1^QGW^_WFJF&)^_V)3r0=V?_>_^^{D^1>atb$q{QDB$MqLtm>*+2|91P!{hwPq!hS0~U!U?V z`oaqC|63OP&TJW30rM|RZ&@3E|5;@{^oOaE_<)%Ehn9^i^tWFrhV^0#Oh<0R&a+TD z?6+foc&GP8dROB*-hbY06Fq#}@j2|zVf%<79zuD(%U``Z;6*!-C;tDv(v%A&llFrA zCrZjARus{Fek`56@5a)#Ngl)?PqcT&Y`vKM-<8_`zVxHlH<`2i{LK4DuYYu@d=CB- z$Hxzg_7%;jT*l{nA2K>jN>lRV$<7w;TQbFI{B=sc*|A70epAJ=p|8`oT`ijaU zhIEwwXN4~1hCc$KJmT09CFUjnyI4< z3GMf*c9ETNKpCW)O6tSdiO%nQ^$we%sq`PjBlLX4#f;+J&C=HyU#=ak>+ym2k8eve z`pj~E1mnXXNq*mlb=7w{@{6yReLp&3?)q1&Kz{Qv9hr|8Ed2=O|GoHBP2tIY;BQbr z-@jz`3HZ?q><{hXhm6rz*|5b56_n2SHuXow&;Q@^rR0Bp4qEY`^l4WffBy7)(JOxS zUdSKi`!jc;wyi}W*f)+Z#C*K|SsD1Y%aHb<4_pr=27iLVJm{uS1nF~8rgvO&s&T|vIsKYqux9=ttK z3ZBRO|I~+nF>n7C(k1;vkm?-m{7w6XYzN#A7NmxE*zuz{2I4iz^Mcft2r{{&U*@Y@Je|FdBgk$`ySGVO5BvwEKYBKF!{Txle+hD9mmM55_bYFo-0J<7Ha`_$ z{x0#yg52kzc>5(zP+$DNe7m9XUU!x*e9h&TR$0h<`26cMUaoq z37CB8GVAYxLYG+8K*Q0{UWvU3iYlH@-}ajZ|DP$gcg7HZ^!%G)yz2fpgMCQGSN1%d z|B%GHj6oj~f5RB=+e3X&dEnns-b&InBTwBeh4XBZ{vs%~eLCYw#Avo3Ehr`5%PJT( zkj3|mp}tsuN(cE;epQ#=P9M7f+K2X{^!Cz@rbDklUy|`fU`+R2GG^c35R_H!9dVtv z1Ma88_Au`FFEf9@o@e8+pkfpIGSMRo{1uk3GSH{7$ixrqRnk8MmHYj4lgy{Xc=->* zd>GqL>1=+=o|mEXWP)lRf79rfouNNtdsH{{Q<=6S9P9_>ttOv+(9lY}Kac%OO}8Oh zTX!_{Ux|Mb)RiqK7aEO)^$y8;w4g5R^qH!Y&*E1>-6h7f%RBLXji@ii86wLxP6eF{g_|U%`9>>#wmXct+IcY#4t~UYdIb zc-7~B1p7vNCT8)3pjp1vb76H6?0=#Bh}ru-ESe( zyVJfB>|*JH%zeI)S_V_1L2^4hLB;P5~_j>XqP+r(s*PaOuZ`@$JR|G@Hf)G8Zl4=z$# zjPahJ(_U^+)53>rJP>puUo>0aci{G~QyBGbp5t;D&#}J5Y=21*=AU|#-s2g}U(x=A zz>N2zQDfNqb^8z3)<;-CZPG$|h-?Q0zi_l(fsJ%MmTp1Zp=0&uJL@{a{6uoTOJF>M{39{=7i@0_ z7dij@)Kl=iEtGeMf^W++YDRMV?C^MX@qn1MEZz`0DxBD3THDIrFA+K_tD;c`e)E#y zye+c+a_iUE6prxv>F@7d8j(H}>dB3&&q5nPKp?bRa z<{z+MhVtx;%+}|H&O=;{BU7c}dGybWqgZ*E&i#4kn3yQHB(cBRCb0)%SP#JXgqZgq z#&o}|K+M)d8N+yw^*4}R<1=hvHna!xGw3+W_rqCN?vD)m%RG6j=nVdvo=?568C3Rz zt*;3N$j~0_F9sieEr0Pry#I*pH~4m~pH5p@_WpywnAT?mL%pLNOb3b2%cA`f!+IFX zpP0py?0L9v0PADe)jP@RNGk025sy54rpLu}9&Z@tKQ?t5eVXgX@J@sO_ne*@C!{+| zEJI= zUX%{^Us8L1_Q+_bBM<%_|KHU`I;&mJWePv3e|7z>d&8#a6X+A=Ma<5l3&hZ$Fh3*d z8yj!k&;WbK@!Lo?J+US%80?4ArwyxipVI^8H&}loV%lF4jMm(!>AXc%zo z(!u|u{EU-+X5|%?@cw0d)pO*@k*igXQu`REGH$Za=v)~N_KNYJF*3*l^D`OW`N73h z2N=&$J|p!3J!-KrjpS zlh?MYIFqCX`D{a}8?P+zP+d!F7u66d5>OE$Ungad|^gw2S9#kFT@Z(Vfz^$VddfT?EWgj{QJtvH>+%6Jiz*NYjbA6pcF@t|G!N4H3^i? z<56Pn&$_9qy&a;;_Y;I}om}esdWygAgYD}!dvAU8ko{~vD|DNq_wjOI3_G7CbgND_ zZp_{d^JDa97EUI=GtSHae~0a{SXMi-;MfOtK2)$M(ePgTsg%zTEx#G;_U(}g-v`3- zx{vzpU-{=bl#l=K?zucZUU?*}Pf~i7j9zl-Qucn7(EW#reMYSX%s z@h{4^N0{~MWi_slAIhgk)N%!HS0xy4&^~+Iy?WesmpAxp)KAZdFU}uFF9Q3NtVapN z&_6IgmY($Q^E|%mdBrQDq*)8>F;UV#iD5qj=Yzzso{sYoVgwPF+VtAhq^=Z}6(R!?<1>}eGA!3DkDxam(dbVIac98VmE}n`4^+)Rk z^;+I#;{9^0k9Azp*A<>q*m{~^eK+aw(s4rqZAL|qN zVA{Sv4!r;LIT?7#(5D&V0hAXpj3+2B#uKT$J|!`yM)q0`+TX!mu>Qo*AF%#?*ItbbYJUvu4a;Xdmdfv2V7{nquRO0WG3-ZT{cM!&+n?#< z1^HqAHWSTDt!?Ys`xb)DqPEw5p1Y~gg*|_7bkP1Ivml-RUmelaBLWWN5^KR2b<^TV?sKeVU*k43j89-9Q^ zVfp>Pr{qTG%;xzI5PpWPmY<+rKqys}PydspyxB@%rS zgTGt+4^RJ>VLa&dcRKek^ndVg*nY;W{lwh=5VQ4VVZhZuuaxe(uzrC3bD+{XKmW8+ zuK$6n_gO@r91iIyzky-WH4E(ag8Yzew@JGhPErJakMWT0-U)XeSC~M1DgDo;$oDb! z5MLWe>Tin-@f*r>P)5gJvA0h0@y|}qU{8dlJH!iEA3Mv`BJH`w;@MY6G=rgpAAA#-72DAKC{opZ~CQwtg`}Me6Id;{hN~oG&qE z@%4zYYkTY*avtJQY%ej_7cpP|8j(=1ywoo5k7*|v+S zm>C285%U}6`}M{2wr^p)Kzp&5-h5H>op?PP^S9Slnxs8m{C!Q#-+r9i*jr6H;NL7I z@+F4&7v~$q@PD*N_B`DuE)c_dG1?O`^beE|F|6-l{TMef-dL-j`@u$9QJT_`!5>n2 z#B{zGsAZA7##$^Jwbpem#Q!Ki#!E>4V>4_&91Pk3_KW_T z7|usvJT~^S%^$aF@%@b09;dE%t@iCm1^dGMoQ$J792hbO&eKZHa|lkRemnDitcCpr zLy0{*jr^&uyY&s&FWQUKlC=j`bRW*=M@~m)zSsIKp8sI~AO?M5dE+)UB^`(!4)VnM zICuQ>&g75yd&Fq(&VFBOW-EyAzsCHD`T8d@l=si`&|lF0oGQ;JxWr4Vz9>_e>1GFJO9nFK8W!ed)^iA2NQ_FpJKetIDy7^VE6;j7upXoJWv0pbT+@Hbm$K#Z}xvW zzbZ_Si=zsw}^AXa!z`XmPVqkblwXfk%3 zl>+fH)@MS6{^i9_?}Pra{E5R&K0gc?1@m3BZ(_b5HgU^@?asw9ez+zs(B7wS%J!dyN$xiD3a6&Q_=om7X?@#0AMW~qzrz1diXQs2 zm%?LSpGiskj!rKz2Y-(GnY2GFW$EB@V65+?LN$diCztZ^WYU9O`v0ju2LFcbom92q zjnV2DurJJia{Hu*#ci^9JUuzyd7gEc9;}yPev?l)&gxP&6zs)RB2QwlhpvA!_(L2I z+4B=g-|Trh&nHajc-6OugBLpwC`@rmo8|Cn^Zz*Zbx%Pi2hNA%{?!y@uxG44F~nn7 z|0$;rD<=yz@O=~Hsa35flPl)H{dtQd^&^(mk(i5=z|xbX%l}E=Eq(THRyZVm>Tibq zVVi%rl-9pke&yt^h#|g3dm#q>qWu%Y`123L_=fst|DX8(xEx8B@umK{|VPi zrgd@Z2rsZfeb8SqPNDw9nDqz7^u0b|+7ux;WrT`!Bei#0S>cw!GarEe!S)k_e9(TT z$C)MBr`?DCMEr5k=J*lf?`NX@x%Zo?bH=0}*dN9N#Js<`+fH2fduAw%7pPzNDF??4 zTssENi{f~}n61wev-949`}PeN6^eJm{E5mVX6q>)eY-FD`SB3c7yXsTq8?05t5 zEY^oHy}v9lX7R1Z@-*KCeeS?|EVhqWwk_kMUVqM>&sUj2^BE6f=ARjRv*(MS?7n{S zfBOX<$S|Km`Ff7Xm~p%7Ly!+~uH`}Lhl|1g5nt~!^@W`HzH=W*|MElz`J=oTv-P7H z*ZeLuJ2xwTAbXopzv=upv$^1pP~J0VoZ1qW5)1wU*Qbdg9mjKG&>xmRGrC;tZO^Bo`$)Th_(3)6O8?hW$C@)*zqgh#^rs#Yd3qtkehKy${#&@oDxLyLpkh ziArwdKV}ychiN9pNYnQy1@HF9AFfb}Jm-<&aTf4By2gZ&q@e;?)hoeq9m2lns}^ZNN1OxaZN ztCYRpFZg8CdUr7z1o0}$j~Mhv|HpKGo`llDUQvE?J7p><9O?x3fulbrhVrq#a}$SY z-ETh^)+2C!FgM98%`WCYm@i`f#C*MirL*yAUg?%$dNT%s|6C{04>61flJj-~G1MRT z+gSP`ve$WKJKwdhTFmzc=Y7e}*r=Qd`+r!!`4;k{Jzr?H5y;->_nW45W4wz>7}*2k zc~VA_^5;)6U#Tz3hVtnDQ(x5hUHu605!#Dyj4U-v8Oi&@0x{V0SIPg0!T-en z%@DsW{+l7ba`~HKy}hiiI;7mv z(;wm|Y>)55r*CF!j^^hJd_TDCveG&S`oi@ZKf!*J%1?8MfAD$6Y`?)TBKu)+u=svf zv`@ddG0JDZ%;NE>UyY}_lX5fUNB@6QA$6=r7K|^*{&pLO*gmh~`-%P@56)jw*5&cN ze|(=Mg>C{LU;Ov2&T$Uf#^Xu<2JJ`t_B?|9d9=5{enlHSmNOJeGbb)9m52IZ z`vW(4MIE}63jfFQ1GBE3ef8ol?>~&2$({l$E*{sb+6(PRe;Cwj`BSL^HNM^wwBr4Z zdm$@eJj48g=nBU?VVZ}O8cHkdzd?RM}?Fx&detBlyS<3aj#MXRu^}$fszrp91j6eO{ zWBeaEb{=TS-QRJujAY>a9_GKKC1zI48u9px@dL5)1FG-RCFe#QbSQ=PVEu{t`UgvQ z`hV#=seMcL@4wVD>>H0Smwx!KGOe>A_%CcPF&~eKA^ykuEz`;k9e*N^ug@;CC@UQ? zQhdJ!&VPu(UQwRQm+rpt{)-2UpZNdfSHg}coZbQLLtf#l5xD4Z0@NSveZ_s(qlS}A zV10qo>&9FwFOKH+zH(vjrl#Q6uwQ}suRIavb-id6#208!EAKas`_*AD^L6EvWgu^~&yc9slRHe> z2K|MeCuZ|KmQLTZ6he+!M7^0>#@@dYLIkZf*Vu*k6`Bir&jjZUJ2lk5jtv1-MI;$ia z>W}gwhW?H1TfN|1`jXuxATPA9)%P5XJ8X@C@yuE>J`h9yki4HKtgd}h7FZ>IpCc2~ zkzqdq`#+__`yKx>y&up15B(9_!=7j75r`E^sXZ)x>%R=~Ikq>ppc4 z4fxs{;t8xDV>Ta)klE<#DTKm!gYg|P^gpz>2xkkUiXaboKdGCfz7g3zDG^`ZL;dOb z3s<+KG+KcCQGe^Bi=1vGzJ&3cc=y`WIY-As{DAhl{+)4h{A9+PN|kwx`({iZnkIff8RZ*^4DCnxM2_mW&^p$HpQnhN>-u!;>_#3BMaBf5 zIXJ67{2%>oWYfq9>00skNO1fjhWxPnO?ng08J`wGe?)m~>a?<7!)Nh+52Xhgybmi> zQfiW#B9ZSVWbh9?{$`ke;QGg=;jbGlGdUtuBCAN51b=hHhUtBwoanFoyWC+7Qq zJ74!N&FNAB;}fMLbN$Ck@7}H%=EB!oi1~SoSZ&dqX>NO=|DpV1jXw;s>pq(M=h!v5 zt5oib@7F|m$0lhUo$RH_?voW_4<`=U*ybjmzsEij##U!_=jWkzxh6a?J6;0)6~_bO zHY`5eHRWe;fp2#hf3SRF7%#9ryJor=&lqwU$~TnQ4>8y)?q3tb^ElsS>E-1Ab|uYv z+rgp{#0@)CK|i>Dv9GXCz$RO39$)VJ7E=*$R|WbD=9d(0 zeZgt!H05fN2Ql|ANr#&@4op4|^O3HS`VzzZ6WhCg-8J+6IV)A!dhPy`?vtiHzt6|3 z{dH%1Pv4~l<0tl?WV5ho^Uh4;`6u`OV0`0EE7%9hKY6r@;{>DW;Qz6|GiLMcWRH!7 zzdBC^c~E}H5YJ+NI?(0bso!mug1^A@gIaP+y`<*y^{s=8vzA@_t`6}F+QY$Eg-N&8 zu7UYK%Ac6W_blC&{CSG#i200p&!E0oUdnWl>qIL#h(B@vhZyEZI9{>z-DICEJ&x+f zIEvbzvL~)+kem!(FHJdY6l^h|5&Q|t=a9zlEkhi{_n{&mw&*{4(cX@*KSyl;F>Jj{ z8SKwt`wk=X^Hztm6gPCt%Z2xovHu@6o-{_=RiE9rC=kPZ2-|mbZgr#1gjc}WUx;D; zivEWf=8sr@>HuT&F0(aZy_7iOSMS%KBl-A~nz*c+!Sph|-k(}FUh#XE_hA3H-bW1W z#rTP(r~E&DM)G6n?7R#6Kih9->Gb}*K+M;}7+aEl)4JUF*x%Pk~*6GQz_|HpeiyzdfollRBtSFK-n zb3F~`g)zSj>xhzuy*I%h*-830F^@kp)@s!!<>)9CkbE*uH)m_zI|A`M>iXdfr~9c^uh6`z;I{zS~%bK>5^$B#aY2K`bxGM^u0I-ajr{XQ7tL#%&hl+DEI zD?gw;=&v%P3Uu7A#XG zgYyky@DJ!uPP!$BgnZZw-L*O7v9O2 zkbKU(s-1M~y(RB2=h}68XHu;U;|a$5=ccUxwsXx}9)F#SH%&4#wE=zENc2I>d=ljrMjvHQC7ep$f$JmXiD!v;CwC9hSHCmn(wxWt7JSFP*HN?w25bNBbt` z`!g5(_u1$MCqn+{zleFfd?7NkTiWEKFy2vqdz`JGrHlgM5g&>>@n%g5j8`a+3pHaG z$ZHqC_gT?CbNe41zGVJ)zMqmi_@PPp1yztYwkLP^!AT3%U+{P>_qfm@Nx=o`gY&D4 zQ(~XzIjF#V9`n06tEHEx#~AJpE`88n)@P;`oaaXQ{nuuth1A83P+zpq|LXLfeknf- z_cxAppQ81#wly)4-Mp7P`uKkrM-=W~~Bx4VR$vxWP0 zvHZNQ8+Y6((&poFUbi&U+0TvG{eVK=s?RO26U|{hO3$C0IaFrWL>S+3|2z*F;sY!{ zue!N@^TtKsKTv*owf&`cXk3Qz7TbTtC~N#RD@|_SS4NE4(ruN4(lL@>zUj%TpHAZQ zPbg1fkSCT;4DS#9!!ZBE{PXR%o!C+`l)sOepEPCEnVkI~Pt<>Yx}oQwUMG3~%zq~T zxx{E4)EDc2b;4ES_Di%>o-Q6R4h(>X>SSkh4m@W zjZeJd@C4TH&>s-<^~-`@%WA*1jOOuK!6G+}bWJ zDF*xvmRA@Mc{bq5GnoGq7jB(7u;nuM?}hh5EI(x3mhD9LRrn}(oZd+#zFu7T!z511 z`L$A_^jt}Qz1}}wV|}+j+&+on{3FVjFQnK z>0eT^8xHbD`Q4a0_S-ODEp9J2W`*1BF6a*B<9I*}`P1{EIXkB(YeN0|O6q$9nV)C9 zWfJasKf@TxLwVe)dX>7qSs&iVL4R80kmT|+XqwoISsUpCV$M%%qwG_EtC;)$tRVd;`aS$V}#1{ToK>@ zdlXl4*nRK>@CUe`$C%9z7_q89jFy{AU{=Tm! zpOx9A_L&-9F45mgIpA+dL2$RG7l6LRmT{*VFu zyj{%&gEjAcLty@b@?p&CUz0mM#O~WmIA4hVx#rmxV^MYlwBKKnKQYL2)ZfhQx8~Et zxg{F#IW9m`{%^aezdPTujo%%#)}l# zcuuTpK=P=wI|aGOusl zulN~VKcsVet{2SP2SaD*=#rKyonE`ouwlr?PDBA@52*= z{TTn94)wwQKk$gF)5u5|fX7 z{g{~7zro(lTg$ov`WM!}!F~I})J|8q|7h@Tf6;FB7S%T-?}jZ_4aGZN!T+(mhAU@o zyB~dr+PYjqkkU2dskfr(u4`V83|2l+s~6f%2zx zwx34nVE@$q@9Rc%NnXd>^W1d7QOo#BSkK4up0B?5U_JEUL@Yg-?nlo#8+s) zjG4cAQR@4lQtuwjH!%N3jdij?L;rWbQloyJt9R;MkU!?%IIz#Hgqgm)K8=5NjgQE@ z5AiYfua`RvEE1)cf;{p44q}Lhv41mW?P1Te_a}&cU-pHxT`&)0E$ex=vT z`szz3-alR)zkIAoUmPDTlIV{Z{_plT!+O|=f0*v)7n;lOuA1qi1NL}QlKxt{&-#02 zs<7UN`gm=->ccnh7kqqvJ-z=JWwS!KPX+byx^`&KZiVSGgUVd?Dr z(%UJ2BEsHH1o>cjZx5tx7&T=WtY_nR^)@AS`D@iSd^~$w_Fq@^L!ZDNQJ-&{TJJ{> ztd??-9xN%3agvn5-wgJK{ejX!zW*?v@33?hAHMyjs-d@Q1)L|t`nSkmwkT@s4fcfX zC+72^mLta-+>4tazN6>MdPm(dxd-~f_4jwf8(O`>i$UKg|99IbNu63ThwrZwgZ*Rv z?~;qMU#6?V_>KA{2K}MDh@n4Fe)K%MpW@xg4Zf}pseHZl{ftqH|MhVP`^NndVjh3L zkMjv0pt>C55tKhM+!ulN{$W~xjoQL&em@*BpI>|^30ht=Vm2_g|6{mXPD*_c+`o(Z z`q(tbIKX=t^e61UAAkJ1z6`%mLB)!V(-0g)!2EO&+#imEI(?( zc^=g7=VLF%Xazk5`^WhsG50TDI!;fBX_NtZV)_@e)*ZfZ=NEh5obf8k?~8}h+WGoP zkiV70{)xdKi2i1XCs3Z04*PYe->(jxMjk5p4fcxl`&!s3(CEWkdG4j8aHrM4C~sm|f5do&rTde;vGhzT z|Htaah2~P?_g~STi23~Cr?Oq^zE4~Dc=|KaTrgGYuW*LS|5+Yi7QCnp-;ezD-;Ot{ z_PqjmV1B=fbNi$zr$BqLKmDpTZ;f`@4D%z@_pio_2liNXg72?lds=&Rch}oD5Bw!Q z-#Yes#P0>p5bt9DA_o77@?*^Q7Z|hoG_gVvl}8No2P~g4J73m%Vf`q(E#mbytp9Ia zUxkC)Zov0kF&-v{@eK9-JFk72)xJp3H`?>>SMDLUZOZt3ju^&U^gn-M{4yICEQj@d ziT@EvwQU(+(_jhulhj8fH9z_4^UKDtpDU4vNGkf~{RJs)VgC+UT4uwbB_C^GJy!zJ!0Ou7Y@)AkU9zLO8?kE{LZy=IR2uu9fHXGItB<*1g_lHq_nW?iDEvSL- zmmlIe4H-TepGL4R0ZnM)?~3_bS)V|``&cb~lc`ZMUSlf?Z|Bx~Ox ze!`qDFkVXJA(9QZdNAwwK6oDUmyMXxwT}<%XHb1)pRM=)aIXWbpG(FUk?flv`3=VB z*nQg~IctSCI`UJQe-_ED(OfVyxEz`_n|kY`!3p zce<&(-oAy6ZzB0AU#mQ}M1nrBe)1kam%koR$o8{EjOl$X&UC+$NdBqs$1^{6fW4qT z7*jmT(%JYdQV1CA<<~4ePcB*S5Gf|4WTb0PW#h3(F~y{I^fRITSYPF?*-cwio1y<>{gmBePfPtS zQnZkktcQq*K^{hu`Vzx>v7~>qbhh3nQVy-Wxl2C`^h5bY6g;?`w-W3h>#K|m_JQqH z{usVXwrD?FKNTr|`o7b7?K9q9m5KXrZC#TF@rGnP5~;*??P7U22+m(({;F*c!O;z| zJ)u5T$KUsNJFu7SCyN+U{4G+QJo)^~FV2v^B%Twgx^0>|{6s43$Dlk^YgV@pDcK46 zVgFN`xp6y2^Kdw6f@g25D4H@Dm)E_aIkJ%?yGrw8Pj~7rL*{g^M3SKBK5fwHTGXQ%G4=SvxOad$w!5`QYvOd30&c=-qgTE7r!mY=Qky(a!X zkYv2%O!xP4ru}P?=Ih|L&IRK0g%W=*(o%{E8oAz*?Qe;+RPOeA+kP|n3)BZO#JlKk z8PoX1o`?6*P`_Hcs~4XNgIthT zprn6jBeVTK5iuVx+KwI3aA8#@8*fEzOJ2QRzq1h58&H02f5{olm%9i1Lz4Y;5i$6; zo|62DmFRn&Jl&7}ucPLED*eoJ77vJY46F60Zg7V3CF>E4`FNr8{?FR~_SnGw0qTnw z#wXN=V3ak{vqF6S7yZ4k!v9qGTW_vk(Xbfx*LSwVd<~x`hW#^?k0`o!Ze{*fxK9G@ zhxmX0$8^|#qvzw3T}~P{vh^pC2$`J^6NwI}qz69o2Yph0$jbEoj7aob+HHT+|KzJH z^JuS4>q@C>)E^m-rSf#!4eUF@CK}>n$^NT|u?I^xT;U(xDn37m<>?~x@rao1zln4g z9Z=i$ahmcW`Q;LQ5rh0a{$_~xBnIVKS|~bB4V&NY%ej?2jc_AbiaT| zZ(8qOnLWkd3&i^9We;6*^RfxV6KF4br#{|4^F~1_{$B?FPx)gyn;(nxYW}>Gcd_R2 zlwNJb8`-nB+MK56+s`sxE_<^RJdg4t2Kl1Ah`~P4|F#e9mhfubCz*2T;S%{1gS-;{ zX4v1s@qp6h=d%3h|C-dlD4o3@B4YWo{?dN^wjQ<}K7xED@w}-0sdZW-*9`#sLHq8| zdHZYcg^S_+8XT`Wbe|P^T=g0FGn7Y%9!LFcO(NiVN+AlzI3{6en%KzCG$HGG4yvF|A`@fLH%@k-RPQ@8wv8l|LZF> z9o$);4DG@8=?kwb>>FP||3v?&Z=!$MR!JW8hw>%n{z2b*&$sNEjWAz9ed*K8p_T5inFP%RXIuETL3->>v zy&HI(Iv6n64&pV*c>xhIwErJw^DUkpMeU{MK^~OfdZ&0-&t>Wbq(6ff?VjFrc){aw zL%UeTKKjbse;Te0yP0m`tT>$7XLzM+Rm0 z(LTDa8>*$eR37>(>Ys5s*&i|31KOjJ>H7oLio2mcC|@J9^p;X}O^_$n-^e_5X=vRX z7{4eT8PZYTMr*HZUA;w7&4m1kQMA{x;fCV#{zek{GN$|CM2y*diWu61_QH7bzYP8k z+hr~8ma#`XEW zM>mVV_k{LE%>A25_^g4E=tx0`!67uUXTp@KoJBP@g`M{}aP_)9r7D z_M`mR^US{x!+kp_Kl8#rdskQWRZgV%shfBHiJ(uL;r$@&kKF=hcad(`4eCq$N^d-Hxtbycb(du05R+HbjTkge>?rO-Z% z9~rw+eTkv|SUxfDZ;Y9JT1EzD_Pu&R?vRvZKU8EHmHvMF>`~m`Sl%s5OO@7E`;YSL z{`=dK;62@8Jp=P6hVR=U_vq_Vr}Be;?^4tw_(7_!%rE#p8rGK>_IpqsJQx6=ONF-RBQ55fDpMT{ro`W<8Fued(I(sgLOBZm1N z>VuelKZ51VrB4UV#vA(uD?dC4t ztO@=f+s~Nx&qc&w|LFe)RrFPCf880{gKXC(u>DINdG`LA$nNUANpfl(z<$yH*!{9K zG<5Bz#@2@i>z=s1cIR;L4_Myd{--`vCX2sk=_IiaVi*sN{$@Vjv2@yB7Y)uTzj1E- z3HYACD106n;w|gH8SGK=eHr#VtS96ApZ*W?J&Z?)p+8~#Ld?h4!Jo_4T(b&MeI||V zW9*CH=MWKtKc({Ud9YVpKV<1k$e!8%S$}5C;zeTUkLWL1I(?6nl?U}heGC~<-?qAy{_AWtlh8010eT_!tzsIG2=;;P8Ct3y=K1^u zFzSaGaz}d}W_debMacpDBj!JBid*5+DtquR{U!E54F1scZ-)GEKE|GB^Mheue)rwk zst4&Pe`1Jd{$cR%Sl;k)2X{WW*-7a*)pxkZeE(S{E-)To{f1vxu>GP9=l$i-{)u6I z6X)N=aJ~ZPb0dP3U&jx(0ePXljeI<0MBe`SAWxLXs5t{a_wa73)|vYMD8JZ+sTb40 zf9#gDkMU8dg?}@|-#ETeI_zhn{~-o@LH|A~Xls6V3wcF4Z!98)^*pT4sO{1z@$%yH za=89L%+BYESUSBgBpN-a_UygKJHS5CUPiyT7ch0H3?DBY)E!eN|0st1Fn@>j7ai{o z2?P0}{Klv{ceHi>2IB+H55{OXXGbSAX!Iv}jL8n!lcjKu&rcl90`_)qxCH(g{kP+m z+1Gs2!XaM6`Vxb^qCF9Fe@6`Q7S`7>Ht*zr;%hp`%vPnGNqWpmc6`VeCZDPjGMd)uTxq|DnHS>`L(*G0aD>zQmw!)DKIi^93Tt zN&lwv_`|Aa&Rq~bR5?<0sN{C-t6yq_HC7yHjdPrp%LJNrQU@cD^h zDdE8hdC)%e9}}}DCE8tC$@6m=JgL7&fOvl#pC^X?j`rc==y)c?)dTzmrF*^V{WNnE z_%oEB%bj}dU#{b!|6#hTv}e>Tuo`@xaeWk!&SgPqdcZP?dQ9`pAOU)=P%O@o-JrUOKhL` z{B#%F`t$_x{li%Pbf1V%4IT#}9qncMw*C6YN|&j#`RDYKkw4eft%3GZdd1kqZ@T)z zeQ%hbd)IH8HW$R-Hz4k{a$;2HZronoCoOQDY$U$V9Odo4E$Zd>$T@&2SzQ%k!A&G4HvIJ74eeXh>V75F!5F zF7|Ja5Ai{p@A*T#g!T9AT2z~zGzk1Brh8f>JTEJ@27iJ5kFgh(M-2V~%VX?9{m-*P z^YNT{cewm!1PxKX`FJ*G5jCpGb_sA^r@(E zT;5(?Y`RuoOosVc7m2+wruQ2}UfD6RjYfz0dI2%W1KaEM{({crLH;nlBhNM;aZ#zS zYMUgArx_0G#Q6I#hFRY)p&Hk2KdhReE$8_)ID%MfjR#1QJzurl|cC=sef_-mP zL=5*2q5Qma&P><}mw&Q&#k+8C#+3sx@PD+2ImsVZ`1`Db`6ZU;v*@z2i*^o=2Z*76 zqW|+baC+C!z;$46n7>c$kS_++Qs8gV{)wUgpuQRVQ~q<^H|F$TFTVc<|36P;w8z6Y z2*xjbe%^?ir}Q*4A^t%5&5K{uWo)G{oFBmcP7L=8Q+mBqS;y^9cz*K-$cC?c-k$rL z`L3<{H^<3C{jmP?AFYs9FsbJL*H^>3Irh>~@F!^RzM{tl+M1@&K78Ic^k$o|j>e#G zEYCMXMtMSj7xYK;myEq>ydmcH+j9-|rF~%k1=E8+7pgAax|O|OC|clPpEBdlZJ3{;e_l{AEAK+fEqH$v z<+D)B_*ZGZEyS~E4-4D>9=$g@f}v$y z{>A^LBg6cN@@ulM)7dy4>WBYdWVmj|tAu90KC!6Jl=^JhJ0Nd-e$gz=y`P?ag!ux> zYf)<4^LgK9!~R_liN9KGUt#)SQ3})-`_tm!RpB{WL*(iG2+`t|Qa7IL@rM3{h# znAl;CEX*gcy^AXjJ=&opzCQx7(WlTB-$W%kGwdZr2oHfRu=6r1^HP@>bnFP;$e&*mm0c_z4mbr_g_l~ zD;u0MJ^ z&qL*u|KsYq<9hzSe|ymodcP%=CMrqNG)jc57D9-kj6PIm84V(`g@`0=%BB#qSJ6KjlORuw_X#WaC3|4y^nZsMto$>{WBHZB@d>@u*!P??R@f%pO}Nn=@&_D$ zMM_9xpR5V6ABy_8BJ)D3&PQp!o~*c%+h0^#3LrVQu4Ww}tg&_Y*b3 z4Gvu>P;P_wG1xvldi3oaHWG#$`_7}eMZuQlyR3$f7o-^Rttdd3G zA5lM6b=j`Fy!R{keh2#3RVxqQF-RT@`&&p4VTg|j$5bpgo-h{pgZ-}_S3NbaUl!c& z#`&&3U0isn{R!N^!v0scN`Dsgo!Ft7;dZ0^0{5NZzi_ z^N}^`(t4i)KEwWilURQV!}%BTe@!=+ON}w=pzpZsg=f&k8v2y#%DKo4(2C(*s zA^xZS5QF{^zCKtgaO!ZrUl)1c(94>TSXiG>UXjJU)xwI#0{ytYM0K5gypAkmkqA*?A(v^nOHR)72I3dk4G0c{$1>Zlj$=caN?h zKLc@p3@6b3F2g%09wN-%3uqAL`$>espW*!Dc8B!umiiU!3He1B^pEhPpoR$=oq<2N z-ozn>_yyx9!cZUiPnfSaabKgW9Aw<#dj`}VF~m329x?aNRG-_|7Tf$NkHH_c6e9F%I7IA-}fvU36Qwr49Cn@w|;;`o4_@!z>=$>VACOSq;(m z;ZVL?7wj$*jt+wS4d=i0@a~Scy=0a2h`(DK<-TcK%!7Ow`L}JG+%}!tYk5AgEib=v z*Y^)#FW7#&W=5i(lIZ;**5960G^JYNP)A)>-f-O|H+n7Pa`Sjx&6Sp$TdS{+5O)gll%YB+Sd>K2g+wh!QJQ` zGNS(jo-5WT!V(kc{FE@PZ@Aw<_<#LjdsuIXp2uCy6g!x5f4if6ij{|pBHxeP@!POv zPi82$mz^^_Z06_bfqy{x?F=6J%Dr+d_?(Y13 z#<7-NApc2X`U!)+>HdvjJ;wZz$|3&7{&wrAt?DQviVsjeyKU2+n>txS{E751Oz#;q zb~_aLy;|l4{TpKcyMJF#IX;)mXE$Ql|3>~2=J)Ygc^Mmz+Iuj3v0TA-(^I(5hV;gF zA17QjVKe7Pyh*KHMZA+_2ckdTe&asrPNVpG81MA9Fe$ek;!~VoeCyJbhY3mS`&1fx zv|lb7aOw#7PqYVy1IhjvX7k^Z`KYbq4r$O=Gx2=)G@jjWU_FlShZBbN6!}M(`wLc| z<HnrQ2rEpX{`Wn8GkWvV{V+bxC&6rOw4L>2)d5tV5Nf+__H_QeI1R#Ze+21G zIP&J3&AM;EZ}gx0=lN}`g74AN`*e-{d$Z&A#EQNzjq=`~tgq&1VFUW&BIZBC^XWX2 zFvJ7YAJz9Jecb`NkpCSzQjPVL9r}tYLtenLYgn>UOUsle}6Ipwv{t|}$G1LdbATO+c(DX_|iP2-A_a6-O5)L2hv{By~{3Y_| z;G^=d7v9vvdW8O%VRj$-kW|=SlWZw2|3h!)j(%A_SDvk3NmE=J(5z zl9hk#))Rei4C70}a2p8eVda|{&b{ADebq_uPd&x+O+pOo9q#uK26{2ROe%CK{c(LX z{GT%N_i+5%iFb~xNnB^R{#AVI;sp@@p?)QINFD2W-x1;sT+fp=r9WL#6y2Xk`UrzR z!~T;0TkRXQ=mUH&4EdcLmbtR<<4w><{;0bQNpn^liV%@Nbfus6O>(;y7=Q+uor z@!P+coma8;p=6KAxjoahbXM?qnJ~m#)Sk-OdC8G_cL`_b9WWn^H&Qxgzi(2%1MShi zQ=IpXP1HCB`4i4BW$dL2Tc6KBAC+HNXrrng1mE++csYeI)0dQX^&9g?8%jMT|H&|Y z??;1S`oCm`fnMa-QI}`WW;Kcae+cDq^v;5-OPV4f9z%Lkbxz&R?lTz9&ygO&JibYF zm3xyBq095D)cwb_vOm6u{U&2E{|Uo+1^RbZew4-|4E_Q2k1+Ui)Q8mDx?Kl!Z3g|r z`4a|xMt&29`#CtD)OVdXbb7uD=tF*|HcHz5H#rX8-(z`NH=W)?28!NWV*9ji({%QH z&4v68*C)bY@92LBgZ$86ra3CO+^HJF@AIaOK03%wZw1uHc!4n3H?_xd8Fn9y${~NG z{;(YU1M;8BxqnJq*YAGE%}yX6uam zrD&wjuu49%!3gXf=bs+X*6sD0&oXR3gD}J|*nj#Nzx&T+bRqvodeSSmrvCZm0sKOH z%rHNBHK>On_#f;qV~6aL{2nJ@|BT8J1Ama7j4HoNw{zklp2zx`g0eaCKRd$va2zkQ zd;D_uqqZPyDqn9D8Ko%&_JRFnB8GSl^&vB3yVPZsV-TMpeS|^({>5VmXX!W&ZMxqX z zK>kVf5wq`CX=FEM==T|9!TUR=zwZqrINKeO*;Y2->Or}}*r{a+R4Yq>}5o=%!l$Md<|#-Y#hzx@aNLV2Cg z*}Okh)0f9%gyH*V|CGb~Amk6L&*J?PhHu>tOVz=BOr-zB(&bMruNcGnh4y&TtaQku z7v@|(C&M3n{~jhfufX}7Ox50ZH)Wf!%=r zNY6Rpu6NFNhk^cL`*ZJh*e`pU4*nI(&xh@k*d}KR_0iv*|5}^8($xv(hxA|Q6GG1I7NIFyv?GUl~rIc!6QIo)d=s3FIfkY`=$LEt)TD&+bd-4UjwE z{iYA(tElgJ1FW`rf13jHLw@9qeX&fruz~M47YNjeq5TBxNPJ+Q&{h?zf0T4ercFo2AKd`@oYMU$4KSN<$ZJ92(+ z`=k7R!d2DK!hSIdJpR4vC0CaF>I6R@x>|qip|r6E%m?-RTCbfQqV&z-`v(|5T#J8f z+NLxO^bzNOEoEJBj)y8xi}62UkSETUFz^HQfiS;M$lBBQ4K!GNb{=%CeM{!m-yPxm zXJ}uAa}$SIXugMd6y;GEeqHnVk5<0^!rs)Op1UG={C0hjT1}%<57`++?~R|Y+}}J) zgM111e{OcV)6Z@4Hol)p81w=AXPBKI-dtdQYjE~S*gru2+**>Vd1F8*tPg}6Dq|li zse(Vn_3~Ep>CG|4sa)T0_b4(9x@ZRe5&OSgST)+$bq&`K!rWip{y8eyD%S+!bJT}B zcCLr3TuRvYC^YU05(hXmuLFOC{3Z~T78NMS?{w*tCdP!+v7HQxnB64K=|G=>JMRsCaV8% zW8V4r6+eJqn2!<$`^Ef-;RdpIR-c`>K0I{YEmrR!w}*$nXWmY}{u%Ti&sPY8KBGMs z`CfUD(vS-B!ub@tv@C9k_k{fh!t1(K%G-(l&kp@d@u%5}s^u?X{~h(=kx9^|nBps- zuQDQzBwex-UjsSf?eS2*ELN0E5 zy+Rz>$77$pleAJr-$SSJB)yEO-Q_?ZP`-~5^Y!cTS)0(6T}AOry?DJK4Ers*e`6kR zJ^r~w=k=@wAV0MC5{<&1T_*NZ)}!%CET*3@uux?Gr>0RdYi0j$$8SM>wBJ(mIRQ%) zUxIv)zEYd>@H{62_8b1eJboxmd={~ORXg`jrHM^XU)ZLAz9PR$4^MZlyLJWa)mTg~ z!)(8~^n8@rvk$fKe>v3u(~{*wWDmo7jrLU9kaZ--T<|~oezkSqdS*B92g}Pkcx9+P zmxlEN{ax9iLp}j#k~n|Ml63OdzB~i=PvwZ=`%pL@D`)v8VQ$ZafgaS4va5HtTubQ) z<+%UA@NQa<2y=N5hWB(xZ+R#8;86z_^8K9hxtE62YT9%AEB{vMlo=WU@gLI1@FBua z9;me*7yjV)jVctDOj5Ax1p6Zs#r&=4GwsRj_Go^dTrp<*mxh_T%Eu-9VL4*(cPswJ z;E&PYQho3bXrB!4A$?+){*O?DF!+14f5Kp2NI$E8l;&TNucA9Ec^LR#w8x4%?|u6^ zTS0t^@~Qaw%lkzB4Y+SY?FqB}?#kZNUJSVB$K#F4wBwo4En6WU!u|+@{E^?4&pxWz zWE}_LVSi7PryuElS9IUSR6KveFkjSv!oUxzUtDoy%!fwUKi0$gh+%xB_bFmHpThA7 z^Y{N%#^!m&o(ep_tlB<)=V;B}aDIjTKMUbSi8gj^4VwWbqsgf`AO6N!)h>0|NpA-Y|oKRom*zB){s02!+8SwKf++| zC_h%t-dnM9mJbjHexZFoKVQ?KeX1?Dr{^W_qq~N_=KNup#p4WT6ThB6JD7Dv=`Pq4 z&W|wo3!MM+*JmnEeO?Fa4dUvqb4?m!MDG*P9&4l)RV5BT4C@c_zeauO?%IugAl^iI z*6NP`FS*A&pa;)K2t#{wu{;@`Pv_5s;d~DDpOv%yU&4I-s~uD^w6t*~e=k?-ed|(C z#s;|mg7mzw2<_`$>I41&{X1cpA7QV^npVG!u)gB_ULc133~ImK{6KV}==)Gqj+pDy zi(>zPjeW8p-|Qov4`GlG-mfRj&jVh3mohbs7oERhe=jd9CVii@4(<;Uz8zWE;oTd4 zAOGc_`479DEQ0mcNZkLc&W`&o_x6VUP^9nGljkwBz0!bw#IJ2iq!Uz!f&F9rOBnc% z^JSQQZ-p>Fe_%L`25BL8si08|2y~LEi zG4zN2lFDJexE`?j%-_9<4t^h@Z_VxdZA$l~J$CWnFLcHIz0IG##X&J#ri%3col04# zZLH}22+HG~lTSeH?qv`kpuZvv@tmHxJ;U_>G8zoeqWLk*?oSbh_q){pth`m%6QkgL zKJw??iF{qqBt{i zt>}B5=uhgk=cUb<;LZ6}|76G0P}PIb9^+NQJRWD|>^&YUXZKSG!}rS2U(~^X*<@eiH`!L;17vE@W?n!M<_-@_ppq znh%4X^Z11@=g0e9lk{X_5`bUG-}kxUb(_@Ffj-nn!aUz#nAvN?w!J~md<($7@qB?W zzt6|80rlUor;n*>rz}{{klzh^!+*L)4u*IZ<=0R#>a2a+6~6!TK}uuForYFfw*USi zwB_!vg1sOgH!(j5!~Q((KY#4(GxW2dH`oLEAHs0I4)b-we13$%U*Y&4$1c9Vvu&or z1hQ|2S$_FR`o6^dl*ynkSpSnn`TFa_vLW9>d3>7PX-uiz5TMUMOdnysAIdPh&-1A* za{UO6$Natim#9%+CjQjs@$8pfCU2`RCxQRN_3=wt(FbMtuT*zBKP1fWi!^G-Z&{X^ z!~JvPj0Xx2`W@l%+E@26g!_=vANx`)~fb>&VPWEs$ShzVv-|fK_j|!=R6tFEC91m!R?8 zZ%CK39(`o)()iyuY-H*lD z4eOdVsnn7_5(fQ1{r|CKi}@T~4fcPx8ib)gr2of;VG~U^-h=fK_4mg;qve)`DIkv# zVtEsWdCUW7S+e_rXF{;|vz_Mecx zpEpmNtXpsf?t|ib$1po@ZQ1@g{z2Se&_|SiOUBg-t&D~Ie5<8dah;{gM7}=%3fWQL z@4r^=e+k2Uk>9_*k8zjsE0baS;jM#xCOi6=Lp+E4Y;_)XKx=nL&@Z$P!m!`@4+i@2 zy;y75*c-!79|3(q`U&&=i7-F!Z#`~2cl$OU;5Ux+|(Q-><{??2mU~v6;ylz8?RXK2K3^{y?xdfiT|-Z!Tl z=7ak6hwyx|Pr|T1p}i6Yd!zBNKKH+Evij`bvL?_)A<5+dfvtAFPb#>q*-;?XrNXa5-0!ce~>fjWvF=V18o$fYJ>< z7+1Lw_$B6#Kti|FTabJW@&hWLF15hkwgBi6>x)3rZ)KC?k7&rB3`F#DJQ3+-81!3g z&kW1Yq5dT6lRmqRT+Z$v3#5L0b2wb)1O86@zCs`^@oSxwQVe|0LmbaAtZahzCXkV9 zG1p&qS!yTsC)4HW)9AuLh~LHbD3Eap%08|21oRWz6Nd9Mu|BbK*k2U;ABLH~6v%jV z?$UY4DDZb;`Eg9=%M7#oodTJ~iYmF|3fTQxfy`Rzt|J3Q?-9lF;F#hUfy~>7O>e{F zzvXi?>cR3+_jy>X978w-tIo1c7nXI zz1+w%Ndtz@0(s(mU`u8O~pRiPFB;2GwBSCSrLK2Knp% zjUhgx{-{2iAJvC=och1y8t_~)3+~V2{N&4Kty?3h2=;>fAPoG&`U;*33wOOb0{=gS z0Y!}RC91C0FbNO%mxx7=hFOcTBDqxxSP%yOo> zfHOz^Q6A$dv${S3^dH-+sNBo(5{T>*=SP^urvjCuDlIqDbveDN$0ulvTC5EFq1aya zMEK;|ZqBlFUtT~M?l(~Rm4@gE-Q^(P8!y&3Rm3nq6+S7=haP zc_ZZ;MsWUi>hd6QzJ3c&z zgMUSTLzu;90*2{6xj`|sT__aOgbC_5jgkgTV|KOK2 zA6DOk^n)|M&%JAsCq>g?vF6cXYfCm&huD(zW%WK*|?qx zG`iij8al~AQkvwev2n!S3&Yf4zQ}Klv|5|v*>-SW5&0#MY4~cBI1cRF>yaZ=@u2T@C!Tiym2p+$*()CG)^EDd3 z?ZMd{A4LD3gjl#f=v~0iZ*uf~LV@s?p5e(l753g$&`qQLM}>_l)JJ{kwyyh{6F+}K z{DS(dDVtz)cC!Q52hEi=<+sZoaQ)O=v(H*TpaJA5{{D!7FxVTej|?;a!|HFQ@d)$v zqkDk$=iKx<&~M~l_YE0?gYN`z`7+Gr+r7B@cvDRvudg-nvxl=}1l#WsXic8^V&cGK zaK8fi#W3YttQ_J$^jBKX^~WsMd<5|e&c8?8D3e^jh0s5?Ck*}KL{b_f0UflQTV9syt&^2$bM}7i& z#PO?uFz^fM(O&lQ$bgSe;r%woHw@GLJAwALXB$U__=0~ye(GrEH&!ft0{543zB=w3 zW}Q{!?=uBD?s4mSDOW&#g7!)n@?-QLItO(lzbH(A`B3}w2VAJ@ZLyYd>WcSxVUXZgGDnZu;^5r6fknjYBV+Y0dl z&QCuk!9YpIfUhS85{e;Vr^7&=NWVeEo98(>h7d2IKVw*p`Zp-nY#yA{3D#?I{4FqO z4&U9hrGo9p2@EGV{kT56lhP4sso z*DjA;e?b4pAEWValcr2R2lXw*{2>hS1J2iIVc(+oq9(|9uz#a1NAHF>CPBQ6^czbL zY1%10jpa82V?*7>#yWZUKXL5eIAC8?nR`#UQfhBJKOyzqV>wu#kv`+#l#e_7_ejS} zQGbYK{UnEo>7jC1|Kk6_B@!$D!3h$R|HeR{;olhIL)2&L57sx77aL!T{3#o62g!>t zd`}kTXS`AvC0&vN@6Ty|gu4*GjQ8Ihbz$Z;*k7XgR772y)6WU)5B-_(N3HiEP0HN= z7&rG+pDOqa^q{MR0&UXa8UDca59+(F6 zLHp?K_qJ_)$V+a&y+b-%KUylwCCVMnCp{^$|mSj`W$zB|ZCb zdolO}T(1ekeGnYqRCjGuqt{y*mLHg@-t02M>?)tX*`o0QWe-)@_qGLQjUSsY2Btze z^0)5}zoX|1dMPsdGk>)CXxKB+eK+jCpXMp)-fbF^>-k!+1zfzoqlWuNqYd>pRZ3-`P9Y3)aRfeq!Y%`6(Gr zlI(q*z(PJ`{>Qh&!C#^MSWMM1+$%c=@^2iUFvLgV{TzYC!f@B{|AfE~q~Btv&(4S4 ztayHFarkuQs%B&M|GffB31gMm2Xo>60?NZu%e-;MrzFU4kzPx;dkY$7Rzf-UXE|T7 zbFzI;#RaVX;^O!2(FehQq5rTvpU|z*ZUu~o`Z7T7NbtegXShBOP~PvJsjn>APW=rS zEAQ3#I1u6?oX>!{w{6X~7D9f4^JSRjp95k;Uq5^q3jDzM*s9WMe*NQppnn*D5{7(0 ze4k1{7`_(+TP3jH!RnV#KF8|&QhaSyr})r7qBrQHrnvq<`y!vrsiOPLIKP2Q>@~i< zcLjYA?@tQ|!}z%V419j`rTR@#yn^EqhIkb9$GU57ruoBd;Exl<{SyZJ!1{zC{=xW; z;e>xNI}a34IeT9tu%5iMAUtL>jF0>w%=1s{>84$NYhMC>qdXa=^A`cbLXscD%>P?& zpAyqkKONRb)EDb-5x3Oer@?qguZ_gxNQZZ#|9ips!)E=>t24XK=@3ryCk*!uP~JAb zO5Q*F9tiOx@`o_wkEnmPa{2l?%SGSE$Np^9=16w#{2t;pq~G?WZH$h*K40(cPb3{sKPIw1EI{1MvYpm_<`u1wAX z`@#MR1HTE!hP2LEG!5ck>~BzmOMFe^DO@gZ)r>;-$smW3R*it02FJ{&YU6C(~c0 zkm4UlsS_RxXG`*YjA7;v9kt99+N&5Mtw&D_;Zx+FslH)t?#2CUq$&3`&qi;;EDf0-}{N_BMkO{{9?G4 z=ymq_&v2YYDD1~#f6fo1cCK(u<@z#QqPX3=aw5zh`8z!IqV39ir4Wyy|04|k8|{r@ z7LO0l=^FAjQS^W6)V|r=?}AAd+$c) zp}buu*7 zv%4;}pXblxu`#pvS`?-|0{x@@_x9f2+O-RhzsFp)pV9e`ChQL&KgX0mtgn9k9r7#G zr?I}ajm<$PK>p}Y7-snxVesFm?_*z(0 zfcY_Dc3)G#%9%ZTMcC*!?g~_RNb!$X@xpt93XDL0XkUc+{t00?@4)#?RFmC)cIYXI zR$4D6PRQzcJkgr(|4lq~Z>Il=P~aD?2a_BQyb7GMOmzv(XVO}aqW2HqL;TxUY(Ip- ze`0>c%IW)mg2@K1i{}g8cYII&one;0O!kdmGbU#Y@B`_a{Bgbigg*u#Z^A7fZkpWi z275t%dM|xpp%?B6_jAyGyu;p4xU_L7&u1BC`K$NwH7BRN6aD`mwZEUXyt!!roX?~D zr=*+rb+GNs{r!||=QTqgcZd1ldOEeIgTF_eFX%VQmtlJUCLj#;(LSe+9N`nLS_}S2 ze4krDnB5-{Ox^NZLM|>G#zT1#X5U8H1P ze-H+J#{L+l`!j;+7T-?Bj12*M!TC)en&KrTu?74iwSQ8+DKfN5B}DRsSbwG?2K~?f z8^d_ve`BzRC4Xbc-~9i^px>AuvHlE5e;GEV_=GUnE9xu50p!mZrvH}^5a#>c4AcD& zR?hBQ3#R{xQIswUhxHTnYetB%QIK;m>>m-1n*Pys-94C}gP8sqh{67lpEIq(J|{GY z_7lAi-) zch8QXStqaZ{deC3BlO}7D?naoAHMnCgX0c-g8ftU*S<9-7m9yNNF~VL7t>2va<_ED z-&k5p3g<`V67Et&54M+%mrVY+?4TeaHPJ z8Xw|&+}~vMlu*9R%Dw*I{M<+%Sa}WkAJ(45CxqdA0_QtR`}B;(mr5X>M1M7F+KWD! zFS0>CRK7G_YpGl?#6!s6SrOVZ3gR^QdGxFey0)Da*MWYayl3UPha8WV1%E>Q6|J{a zG`8dG`D{gnVS08!a9Ha7RGAxfv($LL>X-I8r?hA~#8(z#`4EQo zx_@JcXOTbtT`U#fE;W&ROzWAyr`q+;-7Db!Fs_IG+j?J^68wnktN%TW4^jK16dK1(~dI*Dlp#0{^G@M^x_6_n=%x?(8 zdWHUxFwl?j)I4Xis|lBC!M~zD%y+WL{uO;0))SO3VOUR4e)DH2yxR9$^t~w@k72s6 zDwscGvg_o{CqX_`zGF(?5r_A&_cMY8U6n>CNqTa9UGTC0vM70xzeoFB@MX=6|4#h} z^ke+AP^SN8ZQp3HH!NS+q0gE{ar+dulROvtyFS@DdH~Q*<;$za^qDpX@;Bs9km-<< zP6clv-$QzWtWIfX{dxiU6wW8ef8MJ-C1E_?3;N=Ia7Zsbm>=rPf8$^IKfmq{^1%KG zcl<;B{Wr0A>E4~@?0vA{Kfm7_hHQ0*@7+`VjlH!VsO*OMnThrBKg1A!|5Fb7i+It4 zr?n1^lYl;?cTv?1Yvb|(T;CQuc7EM;q$B&@s$lU4_mo){13*8pJz;64UyHvs#6&+A z`E!(auwrDZ=BYgJA6P$FIQB=%dL0-a`9WBr{$Jctmto_lQx7aV!|gG6&fC%Xoy~Z> z8N505;cSN2mj@^XiO!QzzRR)#f+jb0 zV&DH4EH``pDCL1J=qL7181x#r9uTCU5*X{Yg0JJMPD>%-Lk_vgQ@P547^#ca;^x zH-o+5cnp7|{=zg4nRT6<0pnr+VLd*cJ(VrWXHZ^Yt7m+hIOPlMPa{2HZ_;9-#<#=% z8~V?%uaXx}A9n(Oj{G6a?oSE`gZ@!}SYOtUjn{6pey+A6@C)@d3^9C<68%lM%Z9MC zosGdC6P|8=+Ag9O_&*#kJhyveSZhaVb)ql)_BChg>m_`A!Z1G4AO6yA@rGnm$Tx7j z@LxF{_xaCJ{7&VoTp|IGROz>h1H?i9fBQBg1-{~ zpNxPokH=SMr*CX}xs%(^>PDriqTfzDe_XRGq2IT%kDw2@9uo%tiSl1_&H7osc`?tY z*OV;2J#_jRIFG>cwI z2m3?*uWb*#ALcWh&zCS?pCeRzpMCLRe#hRVuMs8=r@zPk=Ke2I(0slr>OII8`)8P~ z*M!;kYy^bCKjQe2{njly>f#0SLw^!!dnNv;MJv0HEr@JC*R4!F7uuuzqUKi3Dhe72 z_Xlu(QS(PHc317j_uCj|`EAtKp=!x1pTc_=Y#+Tlz{qFY36LM^Z*+>)pVP}8z@aPKBZg=mXLheNox|W^V)7|HboehS~kIbqX&7H`#3i`C|M<803NV2}6E@=RvI8 zm;B@U-CaUPb+`uK!^iooKa*y-FzFK?Kc>^U%)=p~`wnPdF^=bC;v~0&e&BovgZ?4C zgdyJ}>=x`8`??w}14{-cgH{GrGPRxbyxQK&41|1ZY+o5vn78!)^D;z{&Rn|G~!(3&m!9?>*$d_)-D-w*p6 zL;Q&A2bJ@9oMGl42*Z6h8jt#C@#^N2hniF~hx7YYo1Yyw9vBnDbcqn{Z=!s+ zDB2c=Pn84x$Nsi-wD2@lxe4+ktg7);LVu`A!2iQ+|7?rr;f|GC}H-8ZjN737EK2ir%yE-HKR zmD|g9FVj0e;y*z-`Y*zuA1J@=&%R$gWKhcWaYv89DTDpxA%4RCcLY^*t<^4r_+pe; z-*#-Bywv~QPj3G^ZmGX2&o1ThEn)D#XwQUUeM0%{>=B#tesciCYlMqjq#`}{!}qTK z!9ef7nB9-wWi;=2-By2yx3QcstXD|yu2J1@%{=mmudlm;Ivx`wcyRsO6?sWpPW6)l zJ0IWGKJCp({r<}A{>JWE$zF{btHFOGzZhocmGK6v0;d#qRY}M18wwb%rTt>Upx-EO z!q6YemtmIwvi2uvKJmUU7T&$M9Q-rdQ~ZU@mBP`Y{ePTqd|Ab_+F?q3|1!SGShD^~ zci=zzbHbp{SbvYK{qHvyltCUiKEv$%cu$Xl55LUTf;^qX@+A!MljGkQ_=)iWm4p6b zys^iAw&$#ukzj9lK1vwINB*&L7VqzI+0fZDaT2u0^@d^kzLj9l!VULbuaDvJ@1BB* zw=7o~$SAS?3NOW<^Yn-H7{}kMmbre*lFdBd+Zz>GRebppKd;*Rsn}8W({RX_P~Z10 z^leAdTqd3$VbK2{e`Ao>&c8AE-x+^nSf8x_!KRdNQ-6@(8U9@k`iJ*9*mwtN zJtEBaOBkl_6AM^2wRYhCIw8AFQ0;ad?1jc7oJszSl_!%uB;3DV)%HaK@-6EB(KEs2uMIq2+dsJd z&tnx+*l$4nW0={){xgOr-bEjS^A@Cs;SlQoz`z>M?k(@Yp3r|CunjgCATZ?q`hau% z!(_8T%39R_fhFJnSX<15^$z)aAa%gFn2!4airVi=dS`GgPi}sUf6*1aByA)_CBficsAEylQ3dXC1L0)K2to#Y-A7O4Esi)89#dVhk z`$PIttFNn@C$9&8iTq2m=yLRR;4@giJ;nZlFywpAe`BBz<54Py{6_EZa)^I1|6=X6 zC_iAB{*PY3+OzvugkirK<;&{R_e2C~&V8FzD^`NP#q~dJ%97EizJ$R4+2ek6y25b# z1ouTg;yf!uROBCnIC>xG2f8*m&De(WsD9@~} z0Yxe&R)c=veg|Q&SM*N|v-gDzv-p89_rHWezBC^7fB)a{IRCRORtk*ASAss_e6r?` z)RyXa6V?N?zijEJo&F29;O7h3vd3mAhDFNN(D^9Cg`|HBSI~J3!|XgNTSK~+dUt8L zKID%HgTA7F&UT6M-f{mt_F+| zkbBds@!jhh;6K(s;Se!hJ8cr=^Vr{s@tuqwkE>JiWq8v?zxWN)ltvLg+39e2p~p~Y zkNuytG+b{m1yo_1XR6vs;ovik+K)Us!%F(Q)stn>S%SLjDp~-cR#onC+LGtBmTr-s*q+ zJue*O+TKI-9vl7R`8Cyv>Y4L_zo`G`Hw7sBo)-e9^1bt=U%H-#^$z{xdBiY3Vo{R{)PIUXTSJe1$#w$3G@6UuXF67sn!?yeeyh`qd_wEDUhGydU;s zCBgAteSrU%PY{Oq9_2%r$6I-0^NvI$i|*I!iuq3%zDI%ngfRFk)F)P--6zT0@83GT zV+-tWVgAf8d#_HI#{+q3AH&L9`1gMW3~!?OXWmQ{UL6SYM}9LL zPyEWybvtJ@%L4Qp{b&BwwGPGMlV$2?z88&S(=zs~gLnq{b8*_j?QSNgVZO+Zi;GMQ zT^wp74s#Xc++y|=}9^WwhL<(tNA1pUSF2t$9=|NEL6-{sLj|2Hu| zFCqs2jqyFh?7rv4Pm6{sR`ru(_lGa(W~}Ua^gVxnddcwg?&m$7VST~*69#=m{krt$ z+Ps8TZ_qEoZIklGov?)b9{G3Ky>IX@!4D}G4_t1STcNbm66BBbFEIVpH0hx%GD(rrhEbw}>63L^W4Yz!l0kX zzk<4o?0ZgTus?+QPgv#%(RW2bM|riqKm6YY>idGUOV5ZZTT`w z@UOW4z;FXAuRe0CI#+aFjQlKANIhJV`G@}qfTNq~f#`X9Or(?gY z0{YRv6NdXB*#Gr=TaD^}&4%wIBR$tk;`U?=d&Tpin~E}1TxZC`d4h-7J_tiRjqM35 z()Yy$gk{ET$L4RW@H@YuJ?P0$f*I$NNeoUC3XR+}TiN0ISc0FJDJ_Ub;_H{?`b)4P< zRhSQ9y)C!ieZC3%r>GxyBC2!>qSN5~8};eVri6;9@~^O-;d)OP?(ZQ#7=F$0+xnc1 zwX?wAp}yZ~yOsK-;wsn&>eJo8FXt=T<&+Dk|GVo-Mh>|e3gcsccdt0Ps}633`pDnA z_aogu++PU(4e7nt)5UGJ<~GQWvA=u9o0Jl_OyKb^VgBCmo|W53v)V|RPt^at5bew9 zHy*08_dkT;yaLC&7y5f&r*6L$%^2RKujgeex{rbM-P=50uziXx(1-r*Uhb+LOFPxT z_ad?UzMgE{;-%sIJ?j0bNA5k}*`NEj`xi?tznUPrk3#j!A{R%_E(L#r@xgt>u)bpd z472awFwEWq5Qh8|`+MMaJ0($fJMa_d^B`^F;t>zdLOz4?cyLEvIz(b5jF0}BFyv>* zPlk`P_E?|C3sesN75jUr{!ZTbnCSi~j{mUR<4ZZ8XMsOLe@qzWkNG`esE_(qIKQGq&qE`24`-f)o(on{$YQm4?fFDeVWVtU0I*AayofFAWz)yC>ymmeR}68z}UWArOai8 z%P+78q`zE!&GzQ24`9AH|MKL4`|ntr@%t)-VSj_lo6;X>-sb-gEGS0|`iT8MQNNsC zAr$4a=#LmqrS^ouzft`mwgXlU83Fc$@zIlMHjAAv=EHh{@?w~s4?fv#GDLH*KloRq z=SgbaapSiy`1lp$LWXIKh*V_!uJAULzPrK?QH4JzeEY=RaS|dP01U^i&4#+g08<2l$KfsVvFf6|p%0=12I2@?!__ z|F2>Fr+$0??9==R-ycSLo}Qk2zwp&LnFCb6YI)~-ul65SJWc+EFu(6yb*#5w#N$w) zALU7y+dIQ-zE!s>2Id4V0{?*V*zKu8;f*{K4{S%{W<2mm=`b zD39u1FTUAau7r34{atm2Ta5A4Jm`u_J zrQDuhNPLd#9G)t-llVgz))&-2!rVW+7--{g>Vgqq%VqX9O*ktf$zV+_Pmmju%`{y zUmUMa_~Xi@YyE&e+)rjWk@7LZ-2c~E_DG!-yC32Wql>Rt`1zC3Cb{C`ScF@Fg|{7UVyobNxq8SCZgmFULfoi|?2F8Q}b_or}v3^RVd z30*dS)!a~sS8#m7aDIaGdz0ZB-fZOn`2yY-WB4npkL5i7W996=F=6N*`TeG~qMyx` zQjibgw_3esSU8>qeZ=wJdRQMg)I|pF*P%YYoj88&HS0R?zn0?pGtBn8-Uj^Yt}N9N z{%;)h>+Jp|9#68!%Ve5 zz+ddI!Ex)>mwTMS9}?ad@_40t7LP9)&Ubg{8|uo-KNt@l{`=Dhcz=ZbF}#}O_aSfT z@Es$A!M~userUGX*~=#h_A{~mN2A!*(#Slxua5HlXkV6dbhPMwFyR!zrmZ@Yz`oF5 zdN4yBi}%M)EB~# zzhM7_fm_($=Q6?6i#NuCexUsl2KiBcKV5cjzL5g_#Ql{oCLjMibMXWFMgRE4qx#-B ziCEbG!TEk!Y4YR38Ie4&|3)LFbAwjIK>UpQ**M&ww*BKnSbuT7A`I&%j@OuEf2(~# z0=(}+{(K$rYpAA4B-lUZM}&bsDxY!rbfsS%(2xCp^>h9CYgsz1AEkF%`57kg8xGP z5C(sQ`T_XHx8sN5d-2%5>0(#+>pkCd|Jc;vov~x~Jbs_D*}CnNgUQ>{ym)UPM>%8-8KO9ai!S4 zzmK_A>38KB`<}7j`2QE6GG!uGFzcFFvHcf301&(8@fN?+X_4EZ?HOBmuKr1z&sqg4N!Lts8A&!16l z{?{bVK)iwT|9L3tYVx@j1$O`I=Y?S1idl7#ub}??EcLrk+2+T`YiT-lOs7&A^b6_x z)pOy&{L7>H`bHS|iS2*Au+8mNWexrwq-!~~8rv6&3-PWhf=mPX2 z{jJWkGaHO+an)LJ3L!p0PFevgZ${V&EtG``@mWz8yx} z$h{|eeoyVU>uix5(2Ml{KIZ%D(d5Cfek1-PyQ{;6xgX&C9{c}eG`RPTW(}Yp>G^Zx zf!pZ>cWG&&r%kKd)~oBza{jj^Hfi5VisI)@ZAS<0U4Hp9KmTbfxg(K1p*KHYYuB3W zGyjT_bXV%X-TJz5t&}gnAJHBvd-At;61?BU@!Qh^-u5(o0`k!p>lnCpICnwR;fk( zVVK>Q5y}XC`iwoeAM_FBArrCAtFiYt_8wX&bJ+9hnm}V_e?pljN8_Ycj|KY`uLnX| z=^~FHm#ggkm{4{_rh!ZKB9On>-wS1Pil1ze91rp&Tw`}v_Lw8A-(q_g%C=sY`SNB1 zj3>5dp`5l|?uJc0K>r8_`QAAdwNA<%_iu!9vG!hJ&z5j~l6!lt&k!q9=nwms-?z*E zPRSeCf57(gr(bs%_uQ4`YeEHu)U(Ui_GRmXP(jeEwX(nH|Hn|i3a(#c^7pL%;m( z_;tc&wfa85Z)%Si=0pAen4{RoVK?tzX-(L$374<%`6zv8Tw! zX7BlgDv@&(+umQ~@>i9;lpsG&6)@_*s%{5CQs@k}-U$hVe?|IKdrIFlbk$(%t57v` z{euNxMfanT9@V2Q8|>0=!FdYR|EQ3->80rZ)d>HYc3QTv7rehkeNj_So77T&0QiCB zYMxuqxpfhJPglIZC1jZ1<8tgu@={wgX#NW~f8dY!JW9y0$G_#Up3-<&AL2b4Z)Kn1 za-WeNB(wt^rq{z z@ypAY9Sum)?7^?^UszRX72DXvYWkmRjCtV#X2qCMMx6?WDRo?{l!7tVum zK3&E|)=uduir7w(bV`PQNu_$!Y8g@l2A z^zXu=2!+`iOW1uip=Phr2+a*wpd8z4PCxxTv${lz`9H#JKT@b!thsTH?iPW+!TAw}_DHXm!>UEo zdRepgom%YG?oT~DzfA`H6rZ;W z2}A!#4`I+}?2j<_f2_QL=BF)VwflR!j$ACm=H~8MAxD8e-+(d`L(b{1M8JmD76;p>Dq2y__D!z<=@n5yO0a*R7qQGX~xR)AuliJ-yXcpI_Ey z`M$7c*s`Z3W)s-{l2FgGS5BZ+703tqqi6GaaoaR)*iSp6F|c76B^8XCH&(t4D3OiPYDfH?A1DV?mXL16&f7q zbZl3#=zS;7&)}Q$lDWs8zU}qyn{5-2W- zvs6ZM3$^catC!i=ha5kpF}spCO!i`k?H>F!1lx|1-a(LQT-?mbuIHM{GD3OJv}`CG2reWWc#2=`CX-Yg6L zQ<~oO5zzZDo=^Oya=srhz^GgHr(comJViL5!MMCFY7D!dDzuvX>*bM>80mO{wOGFh zOC=~*{e!DIw)}%jq%Zx0-K4Yr#?oD+kiV>dEs2c3%fWvn{*58t5x-Am^hkN*eR_uB zdqJ3gQ-9zukw2_|`oBq5Uv>oXpUNd~l0LBdHKZ@BKl;BQp;gF$yt#?V&_C*vRfcdy zmuh$LS2P}C?r*6a>cc4eO71#&TH>iGL&ak)667HIIV*Ma2xx3TFzp>mAh3LOA=-Y#Ta6JBBosilC zfA#(@2kpanl8r~-GiLQ6{zv|^@>G&P>(7hk$M6&4H>-d5Ukvde&Y#Mq=>M*SgH@Lu zzN0mg{ojFb@GAE!=U-THc?^zjJ9vC%PxwC}l*i!Dsv|#*xyScwhV*_e=iU7vb$wF_%NzF6PM_WF~fo}&K;L3?s) zc)q;vx-)RzjQTW8HqavYWh2BpXzzqUe&|nz8ScLr&?b6M86=h`VOYOVUc-z(zmKZE z2>BQ4->`GN{)E4q#`S&Jx$kn%AN7FvfX1uu)T64fKikh1I%|1`tKVopwgsFNv;rrv_ z^8z8mL9G0#zsE*5OPL7jZ^R2vKL@MnaK41}yX?jmC`nk&_hxyxQ6Iq?KiXjjEv6(JH7&ciS&(fxEX&vZY0R(AI$kNI{L}>8@B{p|3*iDO%Bi0 zgZ*x_H^Sf#aQ>rrRpt4e@`wBh<7>iTPe?Drwj^IxzZdyqR!;W;goGgq(KDo}{H{7mSo$H%xgMoIj)M7XvL4J;rRGly)MV9AlW31l|f90$O{sHMH z4Dl<~-*&jqkNZ*(A5wXf_PtLXHb8q^U&cxmM6J6Y3i`K3tZxiIqWuWM|HsvJ$MyVu z|AzMZl%n@rQpspa3YnQ1X-Je5DI-x)B%&y?i;R>JQ5qu29#KRkAw^Lcp)#{F((k<{JPIBu|mWkWL9C$2xoN}HoO)}sHLM*DGmakFVj z#Y@Q7P+yL(f4hH-42Au=zF0mCJO96S`rbj?@x5!uMU^i>o-{vV&?jQ2VQ=#v1#E!% zaeqXZ?;i<6J?5YOu)a`!PKnwht~d)J-cb9q(E2^z<=}6TKc~-^H%|{MfbUa~AHuv| z#oF2ambEi~LKx&v&O$(@pJbp9i{Zw2jtvWM!sDMR@G%V`tl@|?Uv)#ihx4#*Gn zGx^|z`Ie{8K)evYU)G*{qC@swqpOhrpuZsu?<;Wq5@zS=S$`g{*z?T45r+L2@;~|K zoX<{Qe8C=&eiy^WY5SIJ2KunwW%lVmMdrD@zQZu9-x7xE2KA3S*Q{X|#?Dh|yWH8S zR`K!{@Q3=IBJuKRda5VThw+54oG;0Dip9+GO$P_^{o0fTzHhqbPXqpO{3)U5zxJ#U z{eKwBYs%(#!cE^r-+Q8c5a#}9%8R2lmIlkfUU5AWhVvyjo~y#KVWXYYARgg(u2$O% zCktb^eYwuk&+YQ~80a74jq9zY*jzf+IrPAX0M!Ts~pN|Q|)84tNXAgo|c z@+A!Rf%8urxYgF@q50niV_YJ!%P`&lpzWCx`fTR$5yk($_EZ@I*<@EOI`Cu-5-$mm$owv4c z6`l7+{m!(tNNBu&66^)-i7>BMGECo_XwM83e%{kK1J(!eYUH~z7TLtdqKP;T)5-U2V*~; zPtSTURqR}S7xDq*ch>g>Nt2I0gZ(n~Z_i%7Y?mD9Uwq$@_AJB@-*7z=27ZxVZ?BgY ziEX-2AI0}2gh5_tAKuYUHAcro-#g>;4EvKjy=x|S$$wr4^#Y7f4AXgNZNlvP0*1j} z(BFHvo;7&?bRXBp?1W08m4Oqlr}}hC(2yGD4EZIlKcCe*Efsgg!}$b!o-miU&+Uhi z=PIv3yg>eZDlI?upC}3SI@G^!$G-c%9yO43kz6UZU&5eo`@b>B2jidbLhszY1!H0V zFc;eizo2>i{cjZATl47!$Q$MBUuEGwG;J`P zFDBgDv%&PrWw0;m-@eycxlIn+{z`H46q`r{9pA52; zO{*0AkyWJn3d8Cok07f}D}N1b=K1yF0}k&i6o!I+kROKGetL23tZF;GEnx3x4~u^V z3B3J$cz(P@wobkLN+Z~JFR?ul27iL_mEmUEKN05hvFA-`e?l0}Poq8!@IJPeE$_9c(+q_ zvJ}Jv^aq52f0Td79Fxn^#_F&?M0pVg`$T#PbNMdSmnzZkE&5(+yjVVj;rj_3k74$H zn=p@;OATbgRQ6fHeunz5DO^(&qzCdx{+1#J|4QvAZ9SegY4Y{A^n#RAT9_fvPnSt# zI@Ox3h4_sAU|Ijw737;&*i!N;N2Xz)UUAqP(EQ(@(V6G`M~-|dc#s>XW2OQ1p7w+7j~kq z>!_$sKo73hu(rT0tJe+ye~tA*!oWY;BVky7h*!vde3Z3Z^#4QR@7=Ts!+e-8GaO9* ziZIwO(!-w5AbwW#*`%~>>O1l`;h|=_S6m;%`B&s8yrR?6+x}m;e#2V_`d{udl70WG zy$b%TJvT@6eGSgHD)DOd#*||2&sL?5Iz4o^gKP!yzp6e?YFS|otOxW@t49sFy7J~J zz^I?q;lBlUerfagxq9{34>#7wa{sq_bJUxqO@(lt66Hx4+Ht%HwcFpjMt=kO;rff1 zIplqDs2`l~#{E~sqKmIKN-Y8XTZ-2cVVDo)8xh#%ka(<+zmJR9waZL%p)I^m!FmB< zuz!?KMBews!>+l(dPaRRJe}GjEq~d5yCnemq5LB=#%k4WoXG3NYm%Hk#hhLM^dkLh z{&Z@N_#}Y$bI9M?UCLb&PI-WTM}I+>?^g)(^%~Xl+4tUOSMd5gVTiBDUzEj}tD%!i z`TM`92>qM0uJna^9rDBQK89-^JvG|r2kmHY(Taz&rISzcd^-9-=)C~7Igo$g_|aAK zL$eoE^7=`1vyPOOUK8+#(uX+*DSy|KVj&P_84OyKPfn67|hpGtnZkwk0QEwbmZ}R zgKTDQkKEZ{zo@?rot#Hl&+$^G|C7?*5Vrk|<#*9}ADnN)4wui7g{tiP5A6+Qq3>h0 zM?k#7`8H~3s($a|2Imn_UK?}wEYIpB`u`sse`9Ih-qe}vc|Nmg;x-#+_j$4#$UZhr zUiW*iq5`jvZrU0c;QVtw$oGbre!^g%(SKvm@5H|`y#F!!8^eAO*B5)fk=8q5&==+# zo3i%xu*n<<`vc@>)7f6n`Y!Y3`Tdr~wHj+qMZxc;_QUNjm1cr(=J zaXiA1pZ$Y*J!Nb4jRv{9&b*$z&2`eYJkJ#Pz6kU8ZNJ+4Tv#CbzbniSV`Z)jtvc@m zeWN|a4tUvX{ASVrUw0St8=I6CQhwkW_aAZnmY%T5X@&cbQ6F)G4^|d`mxccLd|dYB z%cosZVLa3iVek*QUI}x57Wa0VORA>mJ~-rmhg9lBgK1A-|B2%h=JrPz_^1BeL&}t* zCqR9P@J5?Wj|@fsZ$bF%Sue9kqW_aa`r>Ef)MK+5=(u{s-le=)R$<&zK!>-WK^G z4DlQJB@FbTzLGYK&vKcG`j_aiy5{&D{O8}Cot7-tRjapZ4*iHuk0 z_k-X(CCY~|_!sPdU}voD#6x9#eH_S*eSB%*A8tPfZVo(Q@!1dRBY58L;K32oS8dOR z_se)beHuq*6;`|)EyHfe*EP2>ZBK-&NKiPD^{}zmo^dxH~49(vb0qY6*Nw%7{ zNOi?|H}I7k^QpqSbdo={2vn0 zgY)tIA?tsD$p_mNnEyy_E%RC_wGr$S^+g!+1B|E1zdXK`)K&5Imi)_e`HO200HeGP zJsMisX|*2c6Xkt)>dhNL8%6mc+V|nv!vzjLKVW?1k74${|FDm4*M1H|_z2$rX=EL(&gdv{c{3&VmO23}A!2D=`gdrZFeGmrwNB)io|NQu`s-5Sn z4AXt1+DF1|j}4NwRDMa%GtBJyNcskY4EF`#@6ewdJ(#c)~A7fq$gFi=jsL431Ba%uhbIDCsz_g{_GzN^r8Hz9qxlcoF*Th{&CPW zhz}T_2=jcNwLd3)5a#@+4Yqo8LB~gJCDE5=Hz4Fro#_9tQGaQtdaYFHe;hE%EA925 zMu~vFaK9F|A9Js9Q?QEU?*oo4YMkKna6H6o^cTlMm1R%=dJ4oMPB;0g8j~0$Z$$Q& zeqhbbS)Vt+`o{H|VWfO^+TQPyF~ncScjw<@%{K7!Mw!ml5sCWO;e9m9FLU>-@oRl6 z!T+GV2?KvfUuHq})+>saz+V%7xaNApwz(irw8u=uu)cBrEW-wkF*b9-o{(O`uphwZ zvwD0?O25%ZiTPu~FdnrB)o-^}6y0xv<7Yj4mUZ(Jzu#Eb%!sk z)|6)dU!;9J#?WX-@MiD_I38g>{_#U69MdK~fqE^{m+e1xky+kYxz{vbcGSk{Bdv$Q zcxXQ-vfh+rKkp0c0rhv{;fl$<1iN@VJ@HoB-Z#-1{57thlS5P|tnT;$=EMGkfgZw+ zFCC|?Y6AJ9{Bt%fS=aZ`Xkdo$*@7R-PVeXQopKGF*)HG6<(=Dq*3J(~W4Qh0-dJ*~ z%eSXI9-O`>98?^Y0{Q$~u|FgXvtxe8+S&I~c>&tX_w*Yq&(>?++B+})oAR7}535a> z@4pE1{4VcY^`bP_+?=zZ3$}@h7@*(8!Og9gkqwl-G`B1{6ddE(C zl>+n=PCKZ#ZeauD!$|KL#N3`3X5T}e`Q~`h=l(!gzu5nrTy*NFZld>%DDQKfy7s@; z%N+a(>hoOslizmE*Wtchw2yO_D-AZ;cINBz+;3}T>5FozzsVlXUw^S|S*)o3i~2qP z;BeF4=p}so3xe8dvkSZOddr1g{zGfNt>^Z5A?QP3pAad|--Q_MgH?xbc^ zbUueL#82G+6NdPY@r$)*lfS%BQ7~)4bAO1BXwMfr{il2B)Ha|O`MWf%bm5FXWl(P- zJmI!;;gc^AKTuwm2-E$R+Lul=xt`Zby=KyJ_h^?`X`2)X*|OGe0jc>tn}63!Jr?^fAgb1l<7)%14jRp|J&?ij?)Tx zd&=JkcMy`kuTPCkd(v_Y`lCDxERNPJoqPf4L4QP;@0Sb4v~-`Nod^6Gi1kSr>>cSZ zSa`VPt@;+|PtR|S*;4;T^nW=>Poa&5o=ma@oHs%F6t0f9w#XO#-!aB_!hFA1m^r$n z_Jj<`594!T-gY_JtMB-ELc;w0VquAQh<^7t*smZzgcaHT=7!;p9-k5wxqaT8`Df(e zZv8-isGpnBF`K_tK7sj=e!`F+A^kTS#$~#ycjo(*wG z=Zy)2Jzo^dpD^TmXfLck{Xe`m>(Abw6%|{IN$Yn7_8XXgFwDO9yA?96tZVCfh_6QC z@d@*M^wyrCSEUuJfq#rgx7zLs<&<^7-{Ag$FzhdIJ>4D={Ypz>D(DyGcl(sZzInH& zfPcmJZ49&cM3~nTSv%eDtbM!LK3uhJH{_o*UUPfxnTT0%z69;@_7Cg4mGgojzeoCt z^>>UqEQzt1+ZVo`tTj&g)fHQ z6#YLOt_Q+U&%*KUES&i5(Tys2KlcxY`4N}Nom8Lp$BEYi%Ob8_$g6XK^AX5T*@2d3 z#i{&$S?#-ug4w!rRKXvhzV9k+mL1*L4E_+tYl6!9Gzw=W(%{`BSzrviHL z_u2P%sSSSDV8Y`cVW5}#ADS`n-N_YPzW0v=9zWu(2KzbmPlTcVhVv7KdLHVxqF=?Z zj@9eoya4(u!e9^owDbJ9;a1;;8M^4B#K> ztvosA`>026;CtKN;^(W3CK#-ZO@a4M7*DE7MrONQoela#`W{J5td95X4*4L;^O4hT zmxrt7@bCK`d0IIcw0J2Rko+E>RB68b=PKv#@yY)AvvxEpn3KIf&Yh+mX`T%Bi}XBx zJUz$6>?_C*$A4TKeRJQcQpFtnKWuHnkS}1pgD}`Ht}nvi&(YtrcDf&uJrDUct~Y8| zJjLe6`5<24`ludLxU!~T2G6H!RQ75vHS7=VNN-KU(f%3!a`HP#UQax?3^?ld1N;-p z>q*T?53^to&=2-!m_1Jz{5Q_`RAKCLxAP<6{VhKKv}5Xwkg%aJ9^(4Rt=74R--ErPJPCum zkiPoem$K@ER{;O$ZwN#FPR}1q+5hg6E`NVij~L<`J&%~n|C!$LgIiBk%k820o=xgj zd|f*S>QTu5vju(XqCI@!{SmIG=eOs!8Arr`{bK&fFgyRtF#Ugq_VYKXN3xd|fxke0 zUikY;nQH`qe34$lz%Savi`bCKa~hAr|AA2dB$@nzc>}@TQU5OxgS}Au9Sy@BMQcER zINnQ5nHf*YJMsBm3hvwbpVWZh&t^LwN)xh%m5Xk3n{Fn2N zFIZUK0{$80{c_L3Co6(vL4JfY6)bXtMf+QnZ-f59()8^Y`TLZH)o-&l=SND>eM8y} z`#xPaDUJetV7}V0|CdGYile|E<^v3~_wR%u|Do}36{JlvR)qU`Y{mB1fEe;wj8_c5 zCjUYh_M2GmW$lZozDgMO&*)EBfA;>1Fzhc;UaXzH-*}}wI4k$gf80J_sRbv+JJy1I z;CQdB-`Q)bZsq&WSBrjzSXK$yedyY+ZX8v;e|azT$MIh^-a46lJr(++zj*a&uSLG@ z3a}4sf2~#`AF1D;+w<%3ZtY%4(I6jcN6gPpP&=GwLVITY>3(7D*Hi!4#0(z@^HclT ztfT~w`HC_`|Lgp=`ot^WA^*ei-wYpD?ro>R&ojL7)_^}?z5x2i{Nzn=`JS}fZ{+>S zf4|w=o_1al?3bD;HD9A8@@j=|m|M zd))y3k-nzyy*K;RsKb2N-Ylumqx<%e%B)`4d_}dV+(l3DmslTYe(Dx`;rU>Q|G3{J z%>C+xKi&&9k2>CMQEDK1-|ty|q@@G=ACB}=vAq%o|BUnz2LFuq|6z*J;zj4L z^6!s7wB9{+<%AvRr-%4?!muBv{@4!r56Yj~IlZhuvk%rz{|~NB82kh3=c7aNwyx)A zL4JYuOPJ?FA480EmpAwWzbFreSv`@k61%U9FuPw<`{RR&($6oO!g*BmcORcwO>leV z1NjQd|Kq#ZZTnOw!TLacKDONHQ@!gxtY4(>Q^>vA`8kupe;SD8(V`w_xTSLgykEiR zTS{v}7dUj}_R{j?ahz4mX2>Uy-j>GcGAh%ygZ&`>JU9E{6IolxuhAb72KnQ81;QX7 zls9XyBYXXvCG_}hEDz)1{GY!bn^Sx+iu=>gty+~ccP{4bUo3W1DjYlw`vIK)%K+Vv z)pF}V-uV2NgieJ=K8os@xcTHE7HpT}L)(__=SBY?h4T^S=h0f_*GFVG zE|6vW|5n>?o&!dIhxJPRmoL+@+4utZ!}(h4BSItZ_T%3J5r+QQ{-ewDs_zyxusR{y+@!!1eOOttId4NNEKj+4qklwh2>q7{d1~XkS0_)4%IGOojU`u>ViP z+I^oV+=BO`I6h&xKOOb^bG6YG<6%?y`uTY_+<5NPI8NWsN?#r2GjgCGlqX@xw=rM% zH8UVQGja{w&x7Ot%53vFIH4WJ(-Z6acgE=<1?ME-dw6VbGyM{hcl{2p$F%hsq;9mr z4f2!j;{I(b?9a|O3*-4?Tl^L4H?u|iGn8-J-YJHjF)v|0+xypozQq1XAVGKs@+**ZmufMV-OAqY z3#6_`j6U;bl(HVmlVOlAjz{h6dkcZo%^Q0*8u`dovi6saT}-yy!~aK%TCknVHIKJd^pnMw4#^myf#cNtO;59#?Yz3W1cb%XPddLn%Yr2nLp z2x3I{>Gb;>!+u}9pJwe+&KTbrX6Kz4hW|&T@o7AIKf>BUpZ~T~zAor6FXR4|(<&^! z2|D~v^S1f%67o}Ve#bEQH*tIr$k-1YE%)LD_|lKyV(B<2m^m&`xVGu`)z9~cnj-6>~9#BuOa!#7XNv!?<=~$No@ZD z!Yp4F$Sv)>Ss_N0ZzH{O$EVM?Dm?+ui~X5^FvMqZKFKijM}4vWv|kj+Rcx7c!g3$@ zi!ow-FgzXikE|Wm6VgNNEZ*_kngW+YE%0i)-UQu zerjCIPGKVKm(V^HjJo%z+hinrAN{#N!G6nQtB4Wo`!IomL-qDEd*{d&lROoC%BNR5 zW`aLQc@t*!69L2CY`lxwLAOoi;QKq&hXP`t7xk@ZVz}!~uM^-ekbcGJxE0GD6{`&< zdKEujYH~iA4evXUe#M{nlqIqaVE=&nQ0k|Xa?(Fbk?vy@C@((ic58$u)XT8H^38~t zoI_1YR1Xj+zX=uUoSy~p5$%C6>}Qc5!t8y!Kt(fJS$@j}Sbr!lmGIPwHNOQC4~Tx1 z2kx^I(?#b|kRO%iF-vZIxXRA+3RHgjU!C$L3;Zj#tNM9rOBi$q|A6!{O!WwX>SEPw zi_=@Ve^Q&9*Zi^%>qH9{3 zdd%1vUF9`EUdXTdmayNkUM(#D6{yE0s*m0y3+I<{y{H#A>ZQDvfO?Xvm|nubFY?3M zgYo_+0b$sGL;w7<&OgO`g4a3W~A};qy9-}VdR%d;9tf0yMQpP52ROP+Hb4v zy7vI%_!?0^3l^i}xoxdWr1BZ1 zG}4!5aay;_N50Ea{Y#*E?`Qaq&4sZ3sQ=?z&)`m5b{<=xHKD>jq23wd9m-$JJLr1n ziK6-d_U|N7Y4~zjSKeRfXUGRfyeZ+W)9wAB|UMBdPb?{!gr+Jlud z;?`e=_(yn&=czeCwjeK*zwqdXD4jAl6=v^UWc{1dg6D%ikiRZHbEX!>?uB?kcz9Cw z7yU$edS5B%;#_>~Tyq=f3;7`o2D1Br12A$MashW*o;4&0#lm_y$oPIp#AC;Jbm-_@N3vl zi|btioywW6=J(54J%eM~uQLqxhVs(+S~Tv_?oYrk>c4Bd;+^ojyI_8_N8K)0Y#f?? zu=_v-3{NF_5r*?rC_i1-NqOh}jsrco{&f$j2kMwj~rYD?`as>2&{ONh?xH?(b zzeS>kLHY>u`3*Wxb2=+6I`57A z5Qh12K7%=rrl^gc!q>CG;$<=2UsdvWZ4kU%dxLg4kH-cVGUC>*c`CvDZTGI1ymY!0 zLjKZAY#)TBZVjwhD5I?cK=dcbYgMJ5cdG@^Z%f7Kn4)O)0hcNha91wZj(T zhcI71gu&k+y~b7J=F3!9fIQKE8b5a)c_jBZ>^D#!#=izQwvL>rLg$eMCYG{2^wvFu z?|*T9n^?Zp8!|+T)$;@<7dI7k`4A2ALjFwdc>Bqp2m^b?^4_z^2&ur;J!+% z4_FD^2lfd2-~P%f%Ce{-K>_v`NRQP4t#upBJ$OD~^)NEY*Sih;H}YfkZR=Z;h9o(v zj|;4IdzNVR?+EsY&s!VJa_=#?fRAS#mv!Y*`7l_2NWXPaUBrSTcC0=p=wI>bjO4Md z;Qx@{{*_)HFD~2h{qBGTN={!?qBE`mS8cAKi$s+$AuK|O_V%i+%fJuARJ;(D<8b$Cpr-)A`Q zg7!cd=h~ZKDZBJamf1*DkEIEp`Pl$dX zoxKU-A^NwWs`|PIgGAqZp*)9PJ~MCR&>>*YXdeu_{EK1#P0wS0SWo{v&;9Rk(|1+t z_tr!FLi&d9oAx+m(?V{a!!w+tWRo2E`X7GZx-#%%Pv8&zCBr_%KVf)(i}pACOI+kR z{SH7s;a^ItZ}{JUcI1CJVjjDvE8e6&+phlPQUH3`8zdDB4Ga`KK~{dsd!~X-LwOu61J&WgcRWvVr# zpE2z%KlQab6 zNzWsO?;nxBv9&L+1YLRu`)hNtJPAt_V!c#A82km&YbTMiulwuQ;9vg15Py(gYUlQB zx8>H>Q3^I(pM*i))PHMqPoJX2P_H0dIr#9t%moTAR4=sqyzBG+UAe$N=Ck8&T?l)0 zU@Xv!_Bh@oX+W5L9r*t-V)_Y#J)wON26}t{-45}i=ieCO5Bg))pVeatgTF(5+4%H* zjbQws%%omHyV(0d!Fa!v(xr2+zu=z&W{h?1oa>EPZP4wOq$YeBd5i1k@kSrp`!mE!|^9}Guje4%N_hN zVcS!w!Hb83zd-sY60RrxPux*eVfJY+_)A>xgu&n8{1bPlbdoX-0Zii|hWXHbCO+4- z+)?_!cx2!8hI#kBGvNLxj8}wJOlW@lnAEd@+ulOG5XZAWYtd)UA#1Q-Q?Wh>L%cx! z+E-mGZ8LNPedB!gFFG}8?h)N@iu6s|{nAc%mJIk4wC_oKYqAGDFz56!Oz+zS4%ySq zKYL|@{81hbg~J`qv*rRudI>}Q5a)Af)w-nDHU;bn{g-18_iK5^?d<%dfH2%Aj^jCc zZVOyLufNg@u}V89_0b@P1No*d5)9I z#Ov&PdV$l15w^27i|$uI{+;eQYZ?cIaDJRkyO)n2evkWS!n~f~+<&RVlujeL{G97@ zKd**-oY~9d)cFFRH;<*e;P;4v$pufI-2PMt`91nO!b;&J9~TF$fUdqvARj{cxws!y z6O3N~?}w2-mq5QBDJIGgzcBt1=JPY`!uqeOsJXx71msIJ9%BA}z=hf$lDu8kYEF)B zR+H{T^tr^E7d#o2%Httnh!?0&!aUz`Dc##)vHnh&5AA1)O6UFKWJLeZf%H!qbZ*1W zoqp^*kzk6`kG!4=y4>HpI-S_*Yq|!;L;D~M`#a2U2($Bz0@r|}tGf2@%h!|Z)pIQe z1~-F$!FDM5=eKyd8^t#J^pBJ!V66hP}cc1(| zLql~Gw-3UwUeSKtSG8{s{9*m7>nHRzNY|OU^^XI2$TlbL( z6Mf%+{1b-vHAoL(pbzi!!nggyS~vFu zc_2TYgy}qrfMIX4AFrf)-CRdDLOlVW_qtGQeXi~@*c4na!~N0h-%aW=g`)e4@Ohs(W5zp775yI+_V-zN>09G~7+8-u9>a4iTN9pXCxeP|C0VpjY(V~`B>dmPW-Zq=ckT0=Wb zApZQzTLTW{*+G0l{uUaZoNz+fkIRc;I^QW+IIhUket@Vxf%y=_TPS`n46Og`v7rO| z9z?KkaX@6YWh=-J<*{(h?yIfiG+}+9d>5vzHB%4z#^cALzW%+kcjt5a3>aVkN%H(F zkPq?~5U6^hq}K_cmvDmDlK(P0L;ivOB7iWRrxXM#->_V?#X)ip<;#H`V^_8H2YGR}!z?}ou2b9bH2wqk|AD(^?mv}~1@Tn;{f2-r(2wh# zFt48mmXsc~Jk(#on&cDsz`5Me*&Xyr^FJy%?{HHG?(@L&0)dF3enR6BX8t{Bf!v*Y zr$0kH!+brcuvmMnV?D$_)K}2!$F5ncw!r=h<+oU<_Pm>aS6+`>JjqM({aFRTI6h&8 zN}^|R^*Bk-6OjsZ{ztH6nYYxv&EKFu(n}cjFKDkzPRM-CpWX!ZGTfgs%=90u(aGfO zPZi(?pAU8@t0>9{;`wZF`OxP{iKehWM|y*6UU%``v{G6VA{hJx4DY6TA7QW`^p_0N z`7hp|`Gb(2m(^zNl9f}Y^%62LL#0&G3*?RV8ZxM72dDH;@cs?y3-P-xW1LXO^UILM z^MYTbS#tXh2~&JAAmt=qk0FP5D_(VS=lNX731R%<`j6aRLh7=1TPZ()=aE0cJRXI- z`tnr1%oO$~Xn#vnY)eb~Rm!mX4q@*R>D_@J^l!_j55F+>QWNYq(El(0vG;XpdpgJ)`3sX88h`#}IOLn+`&$}348YCrJk`S=ok43`=qz{12WF zV%UY&GsDb2SDca6yLc!V^o#3nMQi^#GVv|&zR6I$UI>Fd>HUqNzJUILwI3k7(jxqP z`uwF}pD6E@gWvX<)(H(ecA#(S8Ky3m@M5W_*njV0`~V81#YhiZJLC?T59q z_0OJX`BwO@;`xQ)rQn~j|Eg6PXTPo4AyG*7Mz})?$#Yd=xkGQWEpjF#?^TUc3o3WL z0QuwdtBubeSh3Fl;wkEP^^~&(jjgvKUQ_$w#J zo)}s6`8L=W>XR^!=aFybehoA@0QHleVtF&1ir#z|OF~frfnj5{7(; z#>aN3SJM25!QKd0R~<-yYYF)l#;3K2VSUi^gqb|39kh-18P)Sp&@9z~kk6w1Mh#JV zc+LJD*el^Py(Gp@$&&a*^F^Ikv+1*QH>_vWZ&X1}`u%J@wbe9Vbho6!xAQ*0{l1}M z{StF@N|>K-%f25GteYIQXTc58 z{e#HQ`aAFKC5NnqdN}eQ)AMnzR?ZLbFKFK}O@*CHBkuEh+lBz$E-GUl0zD`{hS~m+ zFy!|rZ`MxtF$*>-22J?kFa+d{?Hl#apABklgnY55n4gVJQ##Bsc`e8C!%bH0r5n!9 zh4nOD+)fzYN1#7r?QDO++S&Q5O%bNWCI`~NAEG=qrMMP3S?a3M{i=e^79}p)6GZnp zqCIZ*TC?Bk>w+1AVRSZmt=m>>Ns!>r!JFq8MTP+x3q1oe2IL=_3r|qdmtC zup4ot`G57VSbvWmGxXPjzVyWUAPn^*%$H&-cFcaMXv*Ug!)*V?a5K#xR~ahlc*adG ziu4&*S(MtVS@it|+TV7y^T~RfMd#1|!F+$Ueak@Wv}Y-B-Vf!!J+|wgZJXuU`EtSb zyH`49?l%ViiTdAhw&ZvJf~~L~k^dcKJH8M2-VyAXaCM0ChS#F|oc_Ve&ls+qI5#

NK4@7<#rBTZ@0s}4e~$qr-Y$D z^0)I;P{6=th2W1de(WmM+TwOWlwaX^yWUKD{i(k##3Ss#t0g_Qu_Xt_L%iFl%r5id zK=>X2^|8Cv;!`Po15L95&i9~ot$Z-0WtDs}k(StkDj-((tXEd5|V ziv0<5e|k{%(#7oQKV|L^KL<^^FPL({4Dw~9@8H}QeP)&$bN_Sj=w+{Y^KL+W82L|j z7}py0#sln~uzx~Ud+Y}uUy}(l`$%r+`PgYqEBHs07h$MJVZO=mOB(M`pG8|bckK-K zKchVz3bwSHpgtDnNBRzBcboB0V*=lA96BXAC1Hp&=nLsNbaU#t7vtyhd?Lkfe}0hZ z2SvL7R*=SWo}fx1u%2;0OBnLUf7;=EK8=^` zJ=db`0@SCB#r`%GF}xqZ`VYf&f1iM1FE-wjQGQ#07XZEJ-%}BD|CIXCOzC}hW!Ued zy{5TYIXQ+FL3~30l;+;x*ZXB9#ADQ7TFgB2sjVG2KWPVKLk3H{WA~K_(lXBs&(9hJ z^>bVggxP&syq(ooj!jO#u_kK*ujdnH-;W87rE6c++$5?OqkIVS_;oDL?v<^Q==)TR z-^U&Y&DiO-3F_sjzhh0p;?ukILEgwudgp?Rv$cM4|C8RW&!BTQ>mZ*(`4EP7lz+On zU8T3>aJVlI<-;)j-<2SJl|W;%iX41@MB^jo>nT0zKa=u4OCUc*`qNL>$r-1Af_wnS z&p0;6C~)CVm=E)@jQ3r%4Eq*CzGExacV=g;>BmDdAU@;z$n3iBrr+EX3R?7h=1||w z!6$N{KaQX2rukq{z(zPfPxz4iic^x_++Sy&**7)Ta{}i-v)Ssw5}n;}p9YSfHC}g? z)r-M=|C^OFJ3#e>=)5)3msM|A=Ibu{|6m+Ht7(M%c-K9!UQyo1|I3r;Hfkx<|8YFR z&>#6d?*3uGpp!e{`}jUkV z;iLazpamy#Pm%#Zsj9(|?9aqOq8^P`CWLA^PzGd1f z?@2xJx*IZR~ z_umt@!}`X2AUEQXUQ~t)?4OX{+%2>2`&o5i|DP@(4E&(Inb9Knd_K19Kpe!Ges*6PFme^C1pxwVc01+X6+@65&%@|IPyfRUeb z^MY)~-ro!U58KbJIyk^1%1$u}zBq)RfH1p{Rd8N1p{K{M>yYoDe9r413$C_mh59bW zxAUXt+HCXgEzjOJpRcYCNeRw@_=fA_f{bDCX~jr5|AzX!F#S@m8FPzyzDgL*1LF7> zmPZO6$3B&#q=V$Hg{R+dZzI16?h^e8S4UgxSyN1uqQ>ude1?jy! z;`gWY1C!YIzks{uyTSxO{(T`opA;us(3SD{=2sdi-7l z`6oVq<>{#Wqx&|>vGYUuW+#k%-`c)) zdnQ;yevSGrC<=S0zjPyyw*~J@8V)bH2=<8fM3~b@nESKB#?m8$F0bR~ znG1hdulRF63gQ*o>kX61C-#)b0RPA@VV*DFI5tvh^SY^!|D$}1WL4gU4q5>DD*A__ zQIibQJ}u?>ZqZKHp@Ltc?=z@SW_OF4L)7da3)*d@G2kOCQ;`s?feFftw zYcD2#33p)M*Ru9h@)u>hj~6LE+zs+Xe@qzUkM>k{`Ol!H2~S~tp!~|pZZzpF8x8i2 z=XuJ0U8$M2dpFOA?pCXrn+w%}eyqO{hV#zIKVe>fX6@B9A8S8M`YqpZqr~9Y3a}5P zk1*`FkRI0V!umI6D2#9u{r>{W_nw~JyL=sYum`kn!tgxm``(%5C)GxTasP0y^v1zv z$3F_JUUjd|b4@RaOo*o_k9&1l6Kd9Fg8dWz@UgaL+HLT^Xpi^1t!t=08x8Rq?dyJ@ zUHUt$?(+QMe#z-&X0_eneJ0xH1DQ=N=5HE7Uidu2?xddwbGqIaE`9?4pKc)5cg5)B zU)zUR@_J51Oof@+_DtBHpgbz>$671Zg@AuUdwtj;OlW(~4&;I3KlHyK(^;t$)&tH@ z81@IKpN9vE4FwVj5dV<=hh^&d!xy@MzHt1?Mg3!Y-JSvd2iq%yyrz3am4dzW5z|K) z{0G`2!@(4f2!p+${26BRRjE}C+P!W+#0z|1M3~F3%ERZ+rWd07F7bK7z#r

e?KQ z!QEa!{*ClKQc@c;E_jq|9koB2l6w7IzjE#m9z}23C^squ=tcW_^fl1KH^+?o-^a5n z^sFnx74k@akJnA|OZ3c!`)`cJ{60=Oy)yGeDA*^?Up=U(^YNehFdpGChhLuxY3A#x zdi>M7lZO7D9M@9R(>)idpzXPy$>ABglGc`O9-~XdNYeqURU9bE`T8sFrnfvPDqAX=NkAlw=2KnNAPgK73F3Q~v z@fhX%BrnnH;?8Zbe<%FTb>7-%rEotZKL1oDaG=r2K;ReicZOSN{--(4mKW{!Ks!E9 z803NTJ$-K-@brWx%!l;WDs8r(Z7_%18)1IFlQ8TLP=2*Kc4|k4TmyfI_E|fwq@p4- z6#Nn40LhrCAC#beOye&b60usjk;k*z>-SzXKl;h-hhcUewzjz{b#eTEpkI8xZuIVh z)=Jxy*!S*r4#WJ)Tqg7QUU#`HscSdU{{bO=b#K0H-_yR1pO>rq;qdtGqGU+ckpKF| z8Kp8;Z$Laje@PhhhxSMq-nXNDJae&ZZW*Bj@f@Fjw)$(iaECXy*Jo>OGA`~eg8zG? z_AMt}tyc^KehKf~(C7Wur*Iz-^7D-FK9bi9wKnNvK4-!H48`_M81$k45B4K{vUXO_ zWtg46eWBZM!QojGKmYckKE$GNmoxYe)X&SlKX&!g{{{4-J-s|J&+4W-os8tQeR9qDVhpHQIeG@R!LuY@NX-5QeQSv~00;=Y->34b77;&`w2 zDb_mWCBypdE|wp|J7_=gT5HN0%ci^h{qF1I6S^M1y$03`KL0v5^VZ<7TD~89eOaUB z)8+%bzD$^(pLt_iIH8kkAde?+iuW$dxD*NbFzTBy&&L~OOWIr1`YU z&EaaQvf%~55BdYbe80=u+4^ga5O#}-Kp5)3m=6%<@0Z^Vjf;L+91s2!>3iq&VbJptBL9K;+&j0HA>AUTLOaq+ z803xfzw?tWJ9O6*_Gf6%?|vugyq{vn^PBf7HkTB_eZarq`0w>g?pw!ofqEUv=e>#l z*=sG2p&jk>eQ~ZqsI~#*^SFN_4EfS3CLs_WiHldwh12=n$2k&>$tz8r_=k)98SrK{W(=YyZ~QsOmx?dJ1;F8(fAY@jYf_el%B z=!VZ+P^1p`VWEHf;!#q6T-F5qH_GEn{y2}qL+Y>}!~15w?wPkx)%Y0q58uottz5W3 z3FM9U2M~t*8sjfv;1}(cFyvb}KI>mi{CsmO7;rb^t;%3({~lQ<88~k__%Ey<5r+K_ z%JX}BK>0qYiQu15Kdl1iMF9#Te~9@WVeU^`hb(R_iyj2)73J0H@v~0ii5=Jj=68f4 zzN5Se^Y?kIot>{?nC`<85C(Z8f35q!d>yIv3gk!lz^TLU2F>B`*M4*!s-tQ=58^NK z^J7P@?vfaHxbFe^`H`|F&T3^>&?m~1FxUg;Uq714Qrw$WA)euS|MB}kd5hL3s0W~Z z{Akx-l9jPpk)5CUxutx4(0oOZKh8&(=RZF`{x@oyR)fN6s%QMtQ5o{5vJ(6O)`Na+ z%@CeidJE)@{19gMH3|p=eK`NG)Her4NlL=_s6WCWUwR(fVf`UJzv^|RG8@hTzbD1< zi7?kMVX!B9{^g0}{FWrx-y{C*uTmVjd=1zO)}MYq6b?2`xyIjD5QcV~k6}jd?+?HC zHl}BSe@FV;6xw?JGLGf>Oxv0e$G|MD4s8F{wy`QjX!{oWV}3*!>Q(3;3B&$?#!JfR zIG}wQ*yCU^e{F~%{-HhzL;OJf6NY^6U(C*@wVfE)t#O<**gNWrmnkV}I zRGhzE)9u-;AXgOu-VZ8hH+Oa}^B3LkhVp86*S)mXw~6mR3G@06YiHkUwx8J|mr2GU3Str61-o?hhgYk!&fVo;A{IRA(Kp#9sCc@|!iAiompPbg6_ z)L_Fk(S5aIecx645AH(pxczmJc z(Xz|Zrw76Q8ON7=D?NJNjg=rTu{?!@S-vcky0rC_sp<;&{zWV=q13&kh5idp!FV{I z^fbpN^QCv${mw#}J&Fp+b)xf6*e>(#n)aT@PON??lnWfaW2Z)M=C6cuKVF6Hu2=~9 z^IVbs8HV+R^isPlh)`kNpcV_6!LVNu=N}A1{1w|f$C@;sg6m-q#q*;3F2wdP zRM`JJrOna;>hVaAqW^}j#aU_ay*Bczn5Eh_K4=bnUnur3Lc(x<4E4j>-AErw4l}Gm z7WanpTF8&m+!*^OvX@zYD^z-SF;%%t5Asp*`eK;thuYcqudE&TLwzfo z=OI3b{f|&Bb@ zBzPZ1_-t$Bl3gwE{mxXe{?vu@ChjTOFHinSsIFh(*~`#~od*!AFTNX~;ZAO-m^(xaX`Zo@NeDTt?NuY~0^h(GnOJ6p4*i-BL{M`O~u zS*|NDfxkm}Yb=R>o#-DVTR`$54EBrj5eEIy^T$@kcez>0_RqqOraqIF3>^;kiTrl7 zxE#82^8nxn?SU}lulPJ+7Vm`}=k!T`+HwK%8+v|z(XHOmVPKC)U&jMeYqQ7CgnA|F zPt#<>gGF_nS$q^~nmY%Xh93j_M|;s6YNY3&s{raWg;7KMvlKpKyNGjX$9u!N1`8>(tXXe#4IIQ13>2>SSlV zzP8K`^o{*H6%M-@eBcwD2f+TFWkY?cG$w&PA%BEfy-e6y)jv02*muY;P=16V|3LZ( z!+sR`>uj!Bb$ydJ$P?%5Y<(qn%~2cJUs5|_un)o!DYj8La=YI>=V|uTlSuWiC8`Y!Vk$mGu%M> zX1J965n)cRutUh#|MrW{U*Y&&j7E={^h>ngK>agJ`L>W@Iu9=FVsCpz-nRkrBeah$ zZ(Enw@B0Gwh4RqpD>?qu?K2RcdyDDSv7YpJ(S((-KJ@;^d_En=Ox;IURiK`T{!qvB z)wA7euPM@bOQFsxcc*1GUZ7v`{#U4zZ_*>l|0S!R2zB21%1v>24dc;#h(X>oAK`40 z2la>hxsZPLJpF%;Q0IN##bR}7kPq_H^}>)&i(=!!f1$i|J)&>yDm^6SO!16ix{pCf z7|!#ee`M|SzMHj!d~kf-9k2B+cG>fAl2^i66os9~$pbj?~gwF6{mqq2B1wirT6ru)c6T=`}aD-nsA@?mtDWALsBh z=aCDnceDrn7fFZ4byWoYV!MG}S?7L%qWje_o*THH&FcKz3f2eOufa{>+S!@wxPLMD zu+i8mEfM%Zc@u{GgvP^mINyfy?H(C^tR(+GmR}3I$Mt^KI!+7ZgZ`}hwMflJ4a4Mi z6McqV0s_O1^kek}q2ahYUgw_-fqE8>Z#dZ~aEA44hzCfYVf)}#Ba3cOFGTtD&@M^b z>21aRZ4duXe~v!V=ko7S;QG^BmY;VP_S`LTxy(wP=NmmsUsQ!G*MWLI+9zSC_v8G8 zp+C;g+FeQiJ=>?q3>mYHeQzr46>)9r)~B1;`zv9uSYgUwpIIOew3lALO}{Rw{sreX zas1wD%g@zb9^8S>KMH#aX|8s@&!!HthRXA;a1v@7~e=-}Cpp;`ZMA z;%Vn~A2tBJH2(Elud{8XApW6#jFb+aI^K9sP6_L~LZj$NyOBkr@6}MAM%x#+j9t6{ z>_@!+6%vMaT;E1TkFuX>CqX`i@-V86I$YRis%kUMXH=&Uw}0^r$p2B_#+u(0=e-Vt z_=o%(>sws9xS})Amm>BjgrUAF{y#q`u8Q&v!r)Jle%7Dm8>XSLFJylE z!Fr(iGDf+~O4n-GdMpRkIrwg{_Oo1!#v)y{yWK@2*dkxv@dgW#}|F-Ke2j@kTA#t z=VO@e6Be4=$TyicX7GI0eB=<7KEHmz`C#O~&${Pb^P*B<{iD4ShVvA-ek|5r8?^dD zZ-^&2zC})u#=QmRpnt;o13Jk+E9@|V{Jq8JCx;XF!->)Vhw1&5klNXO7Yu_u(Z2iI z&UxUh(FN+ys9%QZJch9EZv920mu7>#h|gm(4Eq(_pHe&cS9%`%gTMY4(|t(%dHUX7 z*f-D9D@j#!o`&eDQ1UsprU~lh=nwjh+`K)o@i)i=*K@xmSEkzRDC{7~+HbF4B+wfH z`bGKmLoDk}^6FRHCX*bK3HBzgKMD!MddK)c80ba)5QhEgKbY@t`@Ouj)I?Quz7pxP za+-N&=NmnqpIY7R+^Mc@2HY=*`m%aI?@4$sCtgpnwip!Jc5w`Q|0%S#UpCMChbPd7 z{9C)^MQ=?T%j1Fd{5{5FM@n$}v;IG>t~{Q~=lk2YLXwtyB`sRCNQH_@N~MG-m6VXs ziilDnMMWh1#3Jhx>*U-A8uNWW3PL8tp%91Q*x+l@wg?!7T&1FWwJnVVwM2w3G`1! zhZD84&n}irk#ZONKf<8z$Zw-#WBL^M2*JN19xZF$uYUbT&@WB#^P|J>JT-b-#Mfh^ zqZ*I4tniRqO!FO`>}HZZT2!CM`HqpftsXem6zIqP2=n^T7{l!$T57JK->4si!QUbM zW9(Ob{cp^4sOR(%kI(P{%I6raB7Z~}^ac4lR^!u}wLR2<-#GqQEx#876AQpUAbn#8 zJ1+>dz6tS_@YG?NR$-GNUgP*Wx9c)|YiK3ilY zr5O&2)cu}#1oQ>vXZka}F4XxqypR56qP^v)n9_DdHr~Xjt=CGtMCTK+|B30dYYuK| zfcG(ePrQ9usrQl}@I4^P-)zN^E9I|3As@l`#jq>Y7YRfC6Xj(Vcxn8?50hbh`RSxpL&ljjmGkxQsy*8K)nO|H($DF?clfous@WK`L?@*IuGgt^Fw}2nHZ6p_U98jUnrQ;mg6Fwl?lpQY&{`%Q1a-UxS}5ay;{%=Rw? zQ*COuY&u*3_Kx&3%<{i!sxBdxSv}eJ5rSzu_evH7=}6fS{T98i$_XPKWg-KXaD8Q%&T9x}9EiTuP!P!LAC~fRwa<5yf;>^b2($11 z1eReMQ{VLv-T#CB*7DknO?d{7;e095XZif@jD{P#z@Ek5-wFuBZRZ%T8NN;WNEq@D zw12`-pFn>}7~(6+m%T4V{F*5k-jt>IlIJ@!h4%LhLZrYxke@S058Kzf>r{xR_&&p| zK0_GziTXElhlGUwJWXDoBMkW<&TnRIWyMR5S z{?7`D$%uQ|1L(*6oG|!9ln-H`5Bp=7zGoK9irYR{Y1=EfUk3R}nAb~Y9UIU=$>9sc zI~>o}WZ5M9395WOYkNUiw*K}P_B4(&jNkH^%KLHc)ozO zgMEn48!!z11ovy`d0wwznEoF@V0ZPf**>MqP#++A5Q9FTep5TQce~qtj@5eGL3~H~ z+r70Mw?4ui#z*~_-F<$*>OJGR|C`-o=5GDE1Iqm*J;eToFwi&WZw&T<`xC7F4XwA> z`3Fd-gn?zY@$|lJj-2RS#ty;^*vZ-P%9+&IElJh~ps!d&BhwwS#@3ya_}8 zi}IM$X8P?dJz&15e}q9kIR7~%FKg#d{14(gzHhHm;H0Uu4Dwfu z2Mjm;i@817YsiNE`RWV(q5j&Rx^~!eiZPED_D>3DE%6<|JmIcs_Ug)f=snim+dg`OnE{3-I6Fs$e4d29!LqyECJd+lim zR~ZeYiFFE2MY9 zwsS7(IhpMKHUYz|o=q6^0sYB>JLU6a6P`f53+-pYmqYH|UTHzS6y?J(%dZ(`^#aG3 zgbPo$ujl@QF#CQ%;P|j9KA`Co?3ZAFgyH-Q(n}cXAIRT@8lSUXC*J~ph4Wje+qT3; z|36r7V7wy?@euh#nAhJIPB5vhtUt!%)xu?$^RGU8ufX<87Wzf0obRay^%Wd{VQUxv z!VLoG59L8vj=t9uERtTOAQRLG{KxSYMN0nGo~EG4@`FXmZ;Q7#E5Q3mzthrryACJs z?r@m+ySOl_TYi8foEOG+XXWvw!7&BwJc+>h#kp6Zr?0^NxS81AUF3)N+gxP|^F{f% zSZUr{W~2xAb)kG*TzUle@Lvb#g^`~wg;^tFJimbcA-`N6Ea{&l{}A*I{S#rh{|fb+ zFyt@jZwbTx9NHgypXJLgPaWIi8%$yTsNXI%RjO+H&am%~1TG&MmJ7GP;{Mt-a8A9) z)z;dfgJq4SBN1qoDqU{3p!w-zBEHerqSV zz<4OnCAmii8oa&4{;yE5zJCxD?d0dP1aAFT z_Wd$K2l$8mxefBlnU^~T=8w<2O^GbqS62b!A-~;L_KEIe^&RfRLixI_%y5@*QRVr+ z+lIEMf-Ggw59+TqL+z95N$}6;kKG9OrTl_0U(YYKb=>-SwudzR|BGPhMiu#+t7FZasEiv1@?fIr0ig)lq+C~$ATt6Kl&EvMK0 z*Gc`JtIu+M_vq&KwqW1@kO$^lgdu-Kes~z~a13e~1@RH(Lm2A2$RCf|kgb#U`vd=R ze2?Y{-PNBN!1@a5^_+IiIy?OgtUqx+o-=hTZG)bHza1d92Zo*LJO#scWUqw5f1`a6 z=KDLIvEz=IJv9Y?hx)fnD0@y}ZY0nDm;KnYPIaLHr*HXdn}liI-t+jhLg7$ZTIWr$ ze#ZA#sKs@0o!ANHi}bIk@So(`&p&8NjBC;csy8Dc}32lC>Hbs>07N(?>_xZ5#*a_ z?+mkicXi3yS@&B%L;i^J@=BSre5R8PV6=CyjGbNehu86V?j5M@cUsFF_7CuR@1m-W zgErg-{Xu>3>8!dZ#_KlZ^G4$N5eED3_YY?IAA6qVL+p7vUn*ejbbgItI6sHuQ#;T1 zebzdLs0qvAd>iVM&!y|WDOqK_{^s*|h=rnTF4uRT#u?Ton??0m)Xz2JrDOj)PyyKn z_P?f~-=aR@>EQ3Mp5W{E-8?$80_KPMMi}BP@|!T|8~Ov*zMS6olaxp>juZXg4)*W2 z>s?Fo)%OrD3E%%1Zr&IQ`Xm(d%kRy$mgJ>F;ru-A4-w}2wpO~KL_)^`@`aJ&=Ly63 zegDP~e{sK@+M)h}>t({QUcmUk-e2=ChWR3WYu8*UF}j`s_JY`7dw}dl9UZ=3;cvR% z*5-5`Kab?UMA<9Qb2qQY`ulk6_{tl?dKmfRAGbN6G$RJ&gZv8!H_f`%PY(PU_RsKf zhGR->CWVRaUq*Xer#9Uo>G>nz2gdJp6SCX)W{S=`;QQ+edK-7IwU)F3j>Att80-uA z!7zO<&fA&2t@~O!a^cYT&_B`}IPKWFku!dPKBGPaW;}jlAh-zUXHY&2)At<$!r(9H z{Q~8V>h{~gp8ARD2}BI?LU{z1s-+FTI2rsi@`JFv4$Wu7^y<9a=Y_D|!TvVb-mJNI z$A;_k2Csxu@9Q4Gc&PsyN*X`Ey*3)?$Nm_OWc^_~KhL$HVp@r1L@ek7+VjS_9d}Kg zq7D87`yM4+61~@PDz66;=KBYP`F`f6=!_oC`Hvw#M0$c0{JZ>7ILPB=kkzZ4kPa!ZKEiy4 zFwl?u3Uc4pGHevLHXnVWX3}MZ@O4sL5Sfz zF3O8A_z(22teyFr0FWo7YaRT;5{?{GT57zxjMyxbiJ&xPL`k%pbyVUi=>n`6k-u z=Jrda68d-G`*V~ZVP1a=?NfMO%e%8&G4&rhW_L-g{~)k8?2j<#H*xQ_IlFy!Z`|65Y_7nQ7B5C2z%?{8^;{NC1aWe57+RzMi& zLH=yLGTCKqSx>N!e=ztvlsC1*_j)-0tv7w@GkWOr^-q|F=7RMG|G{}rd_Jttk*Ia* zz2N*N`kOFk^HDxg#oWHbE=z1#*SHb-?=0qj*w4Bs$7f~`53rs{80-Jyo9T1ee z2l$EoZy#(Jnl1Mk^b7MB!t6do!S)4R3??@gf;^DF+i$!!ayX_7^kO_E4D~qFFTz0o zKN!|4NY4(9SEkj084y4I!I0l0zjmy4zZd`3l->U;Ak5dNJLgN@d7=FhhVu|e zPeg}aUyZg|$aqr!5%KA7z2!UcdP8LQn??o}uem)%nk-C7*)kp0D=5E6N7>V!5!&D% z=8NSMxkz`#V`tI#7Ray2tu}#rpH~7uQD1gC_{z%mo!jv>(Z6$5@E4Eew;&#D7Qasz z)<3v^%i38!%rHBTNto{s@4WG(X=6$sKK?G}WxrJHH>hSvYK!|P4Dy`zHwOPR>2D13 z82vW}`|SG<&Y}E)`h)+6K>iZu`4ekr^<{?Lh(Ej1RL0zxoxt-O2imwEmGFe~ zUeu0Qt~b#i{ceq$oryKf2lXLF{*PhzaW1gF$N3Qk|BLn#v-VrXe-cJ~zbNKF_i^fr z%-DUng1uWKD(uYPL;i#MyLVsF^##w@aDMGg9Cll^ODSJ3?oHRPle;21|Ew*RA7NQ1 z;%A)hqpiDUegpl)@#8K(-s?H08R9M4cifxV5VueHB?e+<(X2FgfoR(X?)vP&*SxhA3kq2otydkEI}%9a&k!--|tPB^mOZOr%PPE37Z_ZXIgdv`Jnt0 z&Sb@%IsO{fOK6{jA%DQ{6BwrZwFC^Wq4_7AP4>Q{e-z|{^dFQm7ijld0{JA)_u%vr zq4dss%0ndc#rz`-{@n9#4Dy)yH&&@5|3c4$eNOnN-9y6gZw&PqjQ8|B#6OJR48LLY zc_o#WuZ-sT_QALd5mUc(=JmOQ@pJM_x;XN9Oqkct55BN{p!y*T_(}8q6rF6NLGGSmMB+RbOh)fc>I> zPc$04%3|71um_|ku}n8@V3kitZL-J2+B%g^d)0WoFtM@cwokgE`(lxQgyrbICIQ1N zza$Lt9_dYdERTm%Y$J{36sAu@N>-H80>S%Ke&R{v+R94 ziVuWgd|b~le2n5n(z1cq+X9?H9=JXy4F5lm{wQhxGhelsV5qMkf07REdHgu!f9F4w zZtl%h51R`5h4~R-ZZCv+yhxU66P(pw0^fTgKayv3}Y8R6tT>n{qM_eL=I5xcHPi|x`$Wwe@oPc3lTK^D+dL-5x2*dk0-f`#LS0DWYBz}I}yubKID0mOIg zFWvN2`R}{;f&bWF`g(;x-$B#)`XIg9Iydo|=>LjQUKwMC*jvc&1^dB#J5!>!<*L4g z?0Z!~=7?S2fA~Ix{Uz)#(`M(Pjv3mpozpu(V{&5dK517^ATFxK+ z6AB*We+YAbnq?tzTYH@7JQl{wtWDwjhW8NNUyAf)#hx=yPfBOs(+aX;3)Q>>Z^C{P z^7B8hX^xA-x`6&*eS|RRKl&rWu)afkVD0pO#{$A&zo?H4v-&K<%$^DJ^+|TWg=qsP z4TSTtE5-aG4CnpOKeP4-IxolY1M)wFA%5U|34^~!{m-7XHT>kk5eoCjKcAL8R;4GA z2mk+z@;yD*ZQ1IgkDQ*gj0wDO&B|0BwS zVY>f9kfW5fX1}NCethH?!z`a94Eu2?AHv)}5Qg&|IKLdtAEh%gME~z0gzY+2w>i?&u?6JvLAU@!JT@GSs#r69c&6>@_V?^}| zw6`+}b&DKbmw|l<#q_IT?V~Nzxc;7L+9AK;qZ7=R#%rCu zMEYn4m3ERxuC19@uk9DXAL9H7gFYaC3Cr6PeYp$w@98S`sCMt&obp7GkOTq{|^eNo#%&V)y=z}Tq(K_1K&T}XY_B0m&5t`^6YlYId}ei z1b*Xu&J8^DNkyeM#3%G`=LT(enSJv&tp72eITt%quqP!M~%v z=Kl;)_@%#5rIz?na3J)2RHXse7s3!P@%{7J?i*)DiOw&he;^F|6FA=aPp0wtru9%y z#Q72C`vFC2`5#Z0Uj}=?=ZluKO1-a(1O59K&n9|`+}ig|R%w9wV*D%encC^f{n0%C zE($)o$z0$sb5P1otZ#(jJb~HY7~&1)Gt>_CJDg8ZTIHaddLJR*NBbiT`3S~qhS_-v z_B^XcFwE+??0LHHL~vnOkBZn%_h7!5Z!`RvR?s9%KH|Gx?d%j%K*E>D`A*5arQ{MQ%rpW(xJKb_$6^b^+d zdBfm*BNl(wwi~uX+gj3%XiM(f_9kt{%QNde-cGh<~^qx%%QmS>EFrus?|X zUF$9T@KnbU;D2_A>Az;^`n54|IjsLtU#{89IOUX!{*M~zxqe!`wQ}_Y@MpMRK^W-4 z{;!{@F&y+dxWgvupJ7(dzJ6or&i>v-;LkCh6NY*p>LXzu4++ccqxoLH@qDkmOt3WD zKfC_UxOC%u571xgk1(shvUc`8=MC$eJy*Gd$z{ieKmaxA-xVV3*Urr+Ar-*NLxi^?Jdc|8^Krj`u5JVJ5}8lU54>+|L;z1)A+7hg`iKU zpC!XLm_Hd40Pz{+QL?FU)AkgRzeIVI9K2X@eUX5#M@r5I`7~wZfq%vE?@Dhe7`@=9 zw5H@~vHS_cdeG$`e2C6}P&@RG@r=FC&Y#`2DD0&D^&s50ivFE2?608yl-gg3ne*QY z&>!RnVc;*u3)ar+hoy(VdW7}Rhjyg5^vu!~cGvgA_{d*|<0;=Nt(bPOe8C#XH!yxM z%<5N!c|0tA=kP0ViRk}G(LPJteWn*YXomkE#QgT2@vxtlisK+3NBZs^d|Q{ju@ApL z;ke`G>UMRnZCCLp#zBz-v;`-uYO_9&_pjBL+51V@qIdsw={1?6d zMnACT(j;D=dNgs!tdvtle0}#Q<@AY{g&t7v#{MgoFAZyVzsvn4VOYOX`?uUx&;4zI ze(b*jG58;BuT(he(JW^U=l2PB91`1_{|ESm`9o!W@9|&S+Tc7%y;#14fqvv) z?k!l{(^Fp#1`hV;=Mk!$F1*_~>?DteRl)m%y$9vO_kTzqVaSJ3 zepL|;s-rc&06)+^pAF46ikUHl^Y@u;+v}h%Uts?b>3x>6Ex((j8qbHSeZSn_-IxUQ zV|(@Hl91=K_ABa=KdRmdT);~DkTIp^Q_d4jn{S-)l?aq}eXL{>Ey@v3o)MxQAQBpC4>sn9Fu2Opd zLEB@V}7ktZ>chNpQ@m-&Hrf9%s{X|EFwtpZ$#_^sTPdQmoc8vRj7fUUNZPVTf_Ji@5VdftR1AWLJ!hC=KMcBkO zRmD-9e=nj+)uV!M!S~tp{GMrvRvo{>e32h75c7KSi=r$2^cVi(_+`)eGA};wkgAe9 zDAs?%kk7pQ8$*1+^)7q<0M+XWLw#_>-_OH*`~Qu>{?Q+?_h*s+XZQj6Pr{JzApNYJ zt(OVIdJ5Mue|lEfcP~<%rC;wf4_e)J5NvT zpl?V&Vet2;f3GeWw7niH1NKAhKO;TLw&ue64ej|AV#vqv`Pb@YJqG8U2Y-h4`o=(g zv}4`_IB!FE8{~!d_^wszu3w?(zAco;`!jpz z2JD*8?eD|b(gyYA3Cew_{|^(S5=O6@0{ldM`lxC4F*LS~pSK_k{KENstcY8X`?`_u zzkix&R=n%H0?+S0S%s)b9gl$Z1@iNg^%BF#w2AyY!l!*#3mOKThxuXt_&F}$#`t*% z@B`xmVOZayza-p&3R-ps%1L-FW_Kf3wGd$j3 zI!s691o_Wz@8*8!_t+isCFF0*jMsPTj#fhdDBqS9t}C>|uY-PJ{kv8B?W^3IHy~fd z`L)*T7Vh`(=nx|@ORVpNVgBZSW8mLl#4lg&*jcs*1mG) zm+JBJ`v2PZ!iMga(=a~rxBbzys_Sx7fnS*KGMq*7BMklq`9m1^iSuFYZ2yE|cD|Eg zcHX7^wTsD0&YoboR2Dy>2E z|M8TKO7Z^y^)Hm?pEZk&hiH5S`x4JjDA7swlirCy_iN=D3%2+J ze-TT|wI4~?(aP>K7fS1%c-}fA1J=7J59z#nP6~&{uzHzLCf)L>!>@G6SH=0KP$tWD zVcoMx$QQ)tO&DhWj$xn&`NN)f#`C7E9poj>Cm9BQi1S&7L4L@8dY}EDkx-@}xKhqy zGkkwd?bn}gRFCk7dak(sFO(sii1AJ+bNledN8Kbr-pF5BjW-ATwpggHqWQ{Bx!EJ5 zT6CWg_9q)v_2{HP^na$v582{QQ>2HRz)8iJGpS)>9 za*<&>_~skgwo)@)v6c*w%{9Ba7=d zLIuqMV~Vz^viqTg3JcGdo}XOK>d8WdtZTlR(;8WRDOA)S*;;Fz5B7rcAq?|Jdn63! zzfd0t!}(;CuhP6LdK!n5SiMQeFztT`mDco_@Mp{}w!UJR-A5=?3jZ`iJ598|fc}6m zoR{n`o-b=}Bz+(Z`XkOy`1|zzno#MS)7KjkO3)wLi_-H67fxCQg1^SaRGL zFk9aUl_#bz>a=bj^QS`P^%n;p&3?lD0mIHjFJV}(Aic_$^EBEqHTV$uDUs1GXVG;3vMk7w&SVJE2}@7DhjeQ$J6EI-1)|Ji?I@Gs)^ z1$!R&Ek0k)Fvvq3?>L@C@}~Y^{e=3?#-saS+4I0poKL6unqCn$!&!Yn*lEpz6&6pQ zLcW9cNf_b}&Q~op@sz9PU~b=Ph1-ri@-+i{Lj6&@m=T}se+u*qpYPo7o`G5Q5dM5; zn{u`Fn>vGjB7Zu&sNeTc=>_o>vHFa!o;Ho5dL+tEea|nOIe&VCf5iUPOH$9IJx*i! ztguV`j+YIeBjJ1uwiAZ_P##^*%wGFUBN+TKwrj|}ztV6&fcpcDxo`d`TCD*2<9Hg5 z!gZqycft41NRP(q{imFQNpgkIY4+u~ zVZl(!+ca4EUhhr8E7A87n5$2vz9R)9aD_UoB9 zH%^u0{1m=$o3ZKMA)t4Vcs#-^pA-szjTmHXF$Ch}C~PN8|Bu4j!G6X20Stpb7q4G9 zPNn$B`lEaw+8e$vxpN!rRlNTu)cpE9ac%HIpbz=oQ|fwz+sEVF{}G0Gi~Q^9H7IZA z2o-i7LD(}^N>=ZOkgYF;J#)I|lnxbrFNpLpTtV@kFz_4WKVi;K_B@?GWBsx7^1_~X zN?!IIRmts7OIW`8#BN#6Z!MFRUAHT5h4bir#r)Iqc;99smXb@;T&(_OfyM<1RSBdgmVu@fLA!v%ck0qYPm_7|(i_zWpzuPdH%oZ@ur& z-ydpO4*o%0e-JW!gz`ti;BPSAu=Y2kZ-hY~P~ZDZ)f#o|cnSCmlt&+%AIE~O2_ZhA z{xN)%^sn#brr=}~eXf6f>&@55n{4I%F-+?lVZYpnyQ%7aKri;+?|qY;w&pkRM<>Mm zWSH)c6%q#jjQ+IW$NnK1pG4gOBde!wsEk2>2l*4#PP9rj~TUv#c|jgx3S z#@1Uxov$+=*q#5*+xtseP4oNJAN(<4ldXB&e+VS~;5@rE02ERdmgjYO$azphE z_-~|tVA1TAg7WqXpm z2M@X1YW?Uc*bBA~_CL~+SJKAg#o(;#Q!n^b!hDhb!4GeCcyY3iH2pu7aLBcyd)Mmg zp?~yOLoXd%rTJ45^b7TA*Z_xWgK?tuGSW*J^pWtO35AZUx54*2*#EGN@29<&sfY1V zzlSA6d#Z2V4C7}v-gLPewyv4-wFokMgc$3AB-?hyF0AcdG0Sq z_zv|y-?KN^AM$s^+03~*vs>W&Daw1Kp=$q8dy*g?A|55^^k3JIIqN{JfbR#XKg94nwi``L zSTysnrkonJ8-;hj=h!0~^a=ILDEHNuX6p;!KYNMwhcM*x;`4t(!eBq>AK3E`h+g)* zCD|8ir}M+?eemZ(VxkEcH}6+dIar-;VP_03K{Os#>3~~ed-@EA8+); zvF^q9J9B=G_O{pj6p#r19-klWn;e(9R+JAQzZjLzV0@JCm_KJaB~@F1{bRm1)=X`6>6*{LZ?vzm%MYGTJ~R&aiT;%^ z=r79G__N#n5R<)dz7_q|xDK87Q`@r~27}kf_-?(7!E><6R!}D`{( zQ#ateCGu-R=k4EIy?=21pD=8g$+k;RdHkA?6?%2^Vr|fG?B8@shUOmA8H$F)UsJyr zC6(d{@I3O1u$&Fe-}LrYttEPft7O59c>gPfAfx;0^YK`3Yg@567G6 zJxHT+qzkOaQJ!WUq$Hd+?u7LxzHer&6>RooD7;TNqElSY{Z4?9|7MB3{=2oxhp%_c za?fn3Y6$20Wp-Ap;dXR2+|P{mK^WwN`3u9AB!9xNKZN{c_z=mDJx}$1p;^(RBHb_l z%g@d3P1!o;n<3~czCTH0O3*Xe-`w9!`W|E+78C^eB(CQPgTA5uG0fr-VVx$krD)PTMre<#=Kz8EH#1m8!Z|C#*p z>0X_p>AZex-reHYtaMSm4Ef3MUebTU5HE3j!m$2CeKGIxXR2$EIqbI+9(-TTY)1gx ze|YpR-ry9s9pQp?S(y_w~t|?7W!JJa2WiL2fbV z7tY80O472KZI)dB%}ZUf9CxmVe3AOQr`Pk%9)0jfy~Y0395Kib>wSdbdDLIlPWKH9 z8J@-HrT*A@eTsil?(ALd-2Y4oOulm{#8xgD&o>GQbNwYOlT7^)27aS|n-aaJ?_$p< zyuLJbRMUZkuw7su$gimr_t%y`n9c2Rs>QK43%Z8FdK=|Q7~%&#pEGgoweCLP@2LH$ z{oWD#)!_S7w7;o8ExndGNW=aA=ntpKSB)RP`Z?%3@^9LNnQgxMmc0IEF~3wMs&x$L zBlb@i#>eL^yp~TgvRTO2SJSOSl>E->!2FQEgrRs3oIFbl`GjEWCD8FB^qgZ&eR{eIL>hUq+$kYScD6K3~Q2xoS$ zySv2YAjk{po9Vvc*u=9pAm2gzXPDXZ%ypT|8nWK=^$f!-pPBi@ZQa&wD&T*RzgFhK zRw>>`V17fy^CQgl-)g#Mg07?$&+n~fE?c{3%_H!Kn2%Y_$s8SW`>-O@KZb?G538M? z@yQQj;s48#KZM!;lM4w0zffLQM?QHbb}9w^AbJqP`VIAk+F^Z<{IqI0d0=U13e-2m z`;$V#pf4C7t-c?AcS-J&!Vg-nTWdCM*|~fav}3%qz8a=s8WV^om=D>!i!r+E+6w3QaXm0gE^$(!*;&{h zMtWx%rVgAOuO-FmPqXZ9=V>=9!+Em1V*V3`{T{4G5C(sM@@DOHUxARd(|Kaytjz|m zJKvQ7`3}YY2p=MOQ9I}p@`o_DSN1-uch1_9p3`@#8rU1rk64QNAJ)$H8)jV_8P{jv z8sI0&i!k>Owpuy2qISwjJtBG7S}P3R7a}@ef$_;UX=qZ%07Zxos4un|*VT2UW4Qlk z*plcW4D_M@wY~K7;kBbhT%NY2PmGQZ*bnPh)GxxY--iCpPA8*_x%qeYe^f%du%cq>I?Hh`t1Ij9?=~84#v|F^PAylnh#-kp8BKb+5QK$gTAAE z6Nde}fBUEJ%Y=4SJ8ew_p%T|vJ7SO@&Y#*L|HJt*Jd5Gim1EX_zYg_B)PK9yp`Ppf z!npsOeba1lcPR(%Ul?ZfbizCzo1^YDd!y}XsPCb_n{&|J#<(q2?jh+HVR#<(ch33z zONYBjKs-VE<}@nyKC*hgDxHTF+Us{rw0BmQoJ9IzZ=qIxq)`jv2kM`Fowf6bH#+P?y1hE&^Qe!6L0^!+^SVyyrM$H__doNt zsyVbyOjaC50D<{UdIFumF8P zc@bvkql61mhd6GVF#+g5Al7%nK!4!h80s}BA8H4C#{G8oJpI2B>kslLoDb{Y_g@U> zd63`K&i=ocy$||~_Pn6tx%1w)pTVBc-W=8E_b%zP58@%d@3`#EiWMvW$kG4P3m5v- zhgVw51AQpJMFWeX%UzD|ZV_M47rhmg$&%7U z?_w)i$yy0rS-SsPxOl$OwDCg{Kt3o>!Z2T?f3fe8(=RK0K|cxa=$W>vIvVbaLw#F} z82EwymN3i@>05lQuhu&AK!{h!Kf>S-X*_J__4UQKVx5%Qt}4*?wnArVm7?_Tt$e@8 zIpl?uO8h#<5GNYvhE(y{ruSO>Ll$aTQ-c_v+MpZ^2s}A zvinqpuAi)B0}ihP|AYK={WeLfONEFi0Wmy z9w7|+f%y<&zCQDik-PJ@$P)A!>GPN%JyA1bD)>8;hev_7|I$gR&>z+p34?z`dOQaO zm#Jn7m3+uvJSW72%|9f%PZsI%bWXlw;p7hUN4#w1?geu?p5XcEveGjiL%M$D`6nAfuibNRA%`u`o_YORX9?X7{} zAJ9Lp9y@RS$NYD|Pn@rp!n_fB4d3|wyH|ht9r>TWLO!D{riU=d5BDbt1AnnU!oUyI z7q1$1a>;C*UO9aSDV#~$cI>^*w==}*tpdH&~Z@?)J-uE>5-e%{XAyIKF7#Pdn- z7^$@Siu2GP_V0agT-XN9y~?^IAMdm%<74~wfPX-FdS^}isxU8$`#&GE;lEN62Z298 zdHPIK$PU}Enb)IyEdJ}NX)y=tg+s;jB@Fc$jHf;>3#<#`2SL4WAhsh0{XqHnM6b6m z_P7ZBQU8ywDEHcX4$d3ke0-k%yxnxYkn8&z6{7$T0~O#G>gSp@i&dsC(t>!1^b_Xx z#W35CSrc47Zf2(xkU#1l!)!m)*J5kA1(z9|0QmSH&Wh5nDVGkYQo^(CZtZOZ4(hx0xHJp-_R#2_!EkJ|bC0z7-K z3Yhd@{~P7E zerxZtN4mqnpWyiGD@&8+)^rDc<9eMi_-~BwffkzSo$~GAJ{#mO!wJ-1;MGp{hXhw4 zA4U7z5UzTs&T#|hFJaI}q-R6;rLC`ujX}SVKN~9Cu7uUaf{%-UcB>OI4A*@G` zo{g7%hxWcX7W^O1XXA6T@m2}B@c*Bg=asI5ofmHusF!SexdA)bj<5|6q+!!u(jpz?@9w*cpIRo?w=@0UF>VD?n ze9%9vhZBbH>Cj$+Vq|ZphIqmG6SN10kN(>Z^rJsy?QDOS;Q}^Zs?O#C@}XeQ^!%+H zfzCkD|3x*3QJ?8~c0YzNsQzr@oUet@j{FOrt+3Y9bOhw{ zsK3GP3L~!=O2YREgimD6Q?K^``$2vLzcR8<@GRl}CPd-<0+)qLdAts($#icS{ut^{ zNdIQrQ^y8%bp-xdi0LB?{2lZ+hI||AZ`2O;ag0aoefobeAz@fwpg#-E8oTiA2y=T6o1E<(zGj-D2FWkXd&->+ zwQ(>XoPXGXLl5fvEQj%M{IHBm4b}Z!p!} z@F&RMu**S%mp_`y&%1>$TWh$f@)fTSga@Ura2?cz^FREskJIg6yV!kS!tngL%TLx< zfa17+@<9G?Ga7r*>rW-GKWz&xAN6DN6`&XAv#nseaJxJ5c@+WfrAPoKo$KU?n zIr(aB(f`|{JrRcd2>r$O+HMy=MC^n72gf4}^rHNBbiA>n+VCr!SHSTILq37?-*M3W z$FYdT;E%CALNQIZ;JX~$uY&zW^f$PAR#pxEuMz2qFfy64`=|v!UrZSCLwbMdw;f%t z*@J!H_z}z3C>`8&7RICgmfy3KPf&n*6XshH2bWt8Z8V4da;!&3ob!}_WVa6VpPql; zOHDcLA`|FkEnf*Y_EaE8C-smh@oCf z{XP9StL%Xscl(cszIdUvN8O_vUG8~t3b%KL>HkKA z49C)Z7-r|I_iUawPD`#6oOeZe?a8*=wXLh@zCxUTbk%unhx2OSU$H&e=_|XxUl>#B-eX|!2hcy%huEok+k7QO_v50y#LiDz{KjhxVDzuC8`2M- zSy%@3EF3TPTt#HgTsfW}#5PS{+DlFgzE4K|->ajTq;+N~m;YYpCV`%XE4yD+xOelp zSHZ(CgTD~px5zNmH;^7`hwK3DXK%iN+d!>hygst`vaQjS{70}~fb_-r0hcSgbdP~YNBLpN2f;rH7LfihZ{p0$XF#BFi7=OLX$AjIaxjpRjSfX`c_D5+A;@7@3NB@M#Ldf6Ip7*_Ye7i1v zE9jS{SYHW4eG>I&->-c`$A6m%@d;lAbp4>VkH;q1VQ!y?qw_Ou z=Db$SCHW<(gqEe=jRk*+>vzK3A2Ce#YY3B68Ul`+w1Pj15c7-SGQ3ZhwL^bMPmt$i`;X9`lFY0NqNera^)rU~^ILw#n57wN7xM0@QQRe^-^d@dn3&21q?I)Oqku@Cph7xefISod3xYGJS#%bq9Mz{W)n;*Z;GV zC(IAeo1YqC6&+C6!q=OpM%cPKRcCPdoH8C#v*K(d#6OJJgdx5lf6}B1^+&yQl~*VJ zrK!#_QvbaN>;vgdv)=sZljdRY2gu(vTeB-Evm-!XkzZ*6hZlB8{RHs|>1EiHwI>(F zJl(w%`bYnsh8XfmlwaEQmh4jB3%vfGuJ`d?^U8BlYBb;U$-$GNBt-Q-d_FzF?86C# z)1XhrVtq=_xM{cau^!k1+EaR=N#Lo_DA?~r`qN()6t6gN6~;q)Gdh%&{7G$x{qv>b z_X&f&nE#D|zxY0Tp6<&OW`y=h{nj!DzNbfeGWK*X%G3@6ehn!q>nJqR|qS8CVzEWdfOL`oz;+kBmW6Q|EN!= zch%l?*H{Sqg{a@BPfj}AT)i0PgZW*~@V5DSJyZC8O^)r}w3b~<`Ff4v2=Zq+i`EK8 z|Ju&?OLP1kZ-)#N-QS7+GgtC^kM*?%pbvz5O?5Xfk_3H5{^cTu`JsQ!b#J=oIk*(= z^TGThH|^lq;=nr!XNX_9Ic_CCPalQ;kbk*V7GDaUIRM7@^X8PN8Aqjne&T%d(hR#A zJ^0`ESb6#0N{UP8!1L6O81{z=pZ_p)QTr)gU&#A;Yj?jNp`Z`Qud`jdUh^BB%KgXL z0au*YtNrhLJ;FSGoZXsMW7*FI`a}K_2L51w=hjukuK%c^2YdU}@b$|1UtR5^|I|W#6zji*Dz%?auZ{G2dgD?xPVh%+}9E&e?gL%kJ=aLKyTL^`$8CUVMP02Jj#GM;Po4+b^t^ zkZszs8{~oXTu2U@+M~?`@>%2$VZI)|@S&(C#Iy?hGv;4}`FsfT`q8ERGKC?k8E{?< z$7h)N=gS@Co=+a*#{O?ecsXi~P*5Ve?;h#7{Au=VGxrI+p3N{@zg>~2a_`^#8uA}Q zu|FdW`83+cmF_`zXUJ=@|N9YMIn?l9rvt%I-^KY~^;%Kl?I2Gt?%%Hms#WazXvo)t*Y|JEQg#-=`T_gDo}Kl0Rfk@1U)*pp zeGEGiKL~@o(Ldd2+qvNB(|Eu*|C>wpUO#Ze>vRwJ2J%7rZ;dQ_ zmoni7yFW^JYhT9+SN+qWzgyz*8P1eQ`x`_51OCBm|C*i$e}?1TdUG@BKeG|QAGD8R z{mZv5c0R=UQGE35@mxO@s6U`R5r*fHzT(CO-y&9PbNLpx?Tzs^zYX;v%>Rr3{M6l7 zss{YR^WC>&w&?D1dI$a!$G`pRwTayHddSz1Uw6D!`WPoEfWG5+g!%fDwKM;DXKm4W z=aaXfzK8Ly#O8Zo(az7j9!QwakF~S;>c(hCF zuMN{H!u?~y zuwRPrmueWsE?G1N=*95}bN-a-tvK&waUA%E@+n;qu)NO-QGFWqk6~BhXX%=1*YWvk zKtJ_=cZqbtdR2(m$nSd_Rm1XTb%%I^_D;A1%P;QBgx}h@=Pp05eg8%O>Vk-DIRW)| z|7}8K*{y2M&ob$KmZK|oKz@t;mnlxuTC}_l>hUPQveAMSv7h9?Ur_r2mB4u8Ccd9n zmUc)Ww?*`Su+(1F+_8Jq7O)4DXW83M-})Ow!ufN=<=zt`^ga|o{*3%A&+R|_HEVnHH^ntKb%8FsqWvfI-xY-E|1pIOv;F;wun#F;FQ&lv!}vWM!-rUZ8B=ej-RKJYA*gQ^pXEj> zR=L3ahW*6!R37qscF*M;#1FKOC&pWs>}?(-TT1eI;%7Kw{>obLAGm&IIF{^zFw|F& zKTo2Ayi_-c>XX>tQ<-f4scNF{Pw+kl!r+;kjZEB&w&3VTyrD+yUSC4f5J2Q(ZiI@nz{U+&FQM^n7xD7y9x94 zFl%S)^JmKiR>nsfsOo) zVTkX9b8}OtD~;y#*L1zQ{FjR8`~~udF!*<@Z?pF3e=+9|YiIQq!eAfBznb3u2B!6M zpg**?nzVvJUJdu4UW4{Y7~(zF>lp4r`4C}PPoqDoRqXiGJu4LQ8RSQ8SooeBL-qqb z*gs*IKed0ln_hVF3ztXTiUy52C4n%1)bF}=<%6W_9?HEY{i)j;>SrHl4E0=;Z@v2X zF}E_R!9Fm*Zdmx`di|_+__s7{Z`f+xetqm?IaW_>_;%9SQ1K|}7wTi9k%d*qEh9m{ zkROe+?KV^gi2i>X=hNtR>seO~KVFY(^jf1WeNGSJn~&H&2m}3?U$S=ke2UKSl~GheAs=- z!k155hFgCV{r@k{_mz}ZR#nGD!1(^FfzKjk1}_KyOn696!r6hwz<+xFt>@}(t(tuO z(5&-nm)j$Ks25@W*StphmGbHNeEmZh;t{^z?6>)g+~ASWj{4X9CSi57fjNASiu`VF zfy=E<m!~WmSQdzKhUkJR9{lE40^H1FT@_+4! zc|J<*++V(}@iK7@X@L9#&+`xl`J?;@^Z58~>xDo=?-x9Nzl*vUualUe@Q&=^UD1}y zA9`!T_Z&#yyBqF1M$S9Q{rS5)ZmV`}D+YVT_)eJj_ufNW{z$eCuV1~7c`@*vuL<{u zgyrdeUg7)G0anj~Md$r69=*Tre?!j3l+Twi#D8k9xHoWwQx)(F$N$i`SE0I{G3YnS z??aOOLhmM3u0J33_SRRI-Q)S_N87J?pZg33{-XU82K)I31AlS6j~f);W@k_3^5BzMSqh2=K~?Jrenf* ze)Ku3V)5;oY206ZKJOi7VKYU(56$gm{%t;%#wQH=@=rVWFYI~7Kf+*-$nS4KOH5Y}*uwLnZ?#cpleTL?K9B41mc^Ts zN7?ytf7Igp;%K|sQCRPwzPGH`pAc+N1O8-^*k2Ro`C`k4L$bw-Q@Q+GuB}@>PsJVN zse{iW27N{UK^meY!Q@h4C!K{3p!M%Mph20ytj#s^KHojMM^sNBY_?%wN9$~rP- z`#%REVfY>Z-~Zv#;q1Y}lTg1!e*6fqi`chC3F0}{D+u%Y*N^b^=_g+l@c9#l^D?M! zKcc0ACVm|U@c{e#X+3Xs$KUB(KY!jC@bkX(M3_H*uky=$sFkr^j>0m@Sn+%b%RQj@ z#_&U$->+TakF2FiKtHhm-#L4Z4t3iN`i1uOr}t7*?>lFts-z>t{SlTH-Jk+LAz{hA zk{BOYdz{4Kf7%@+*8YtlzGFRyo`?FzKN#W*)(fazY8L4S8!wXP!^UIxDKR{U=ErdD zznI$>>yOpT{tUP<=8=}@{|b;Fe=NtY^;vydZZXPNQ)1NUHL2?7K)=NKrlv$xckkvI zj=&AE{52&~-|1`KdD_7d`KKw7HFK=PY|;5&aeoX0f5rYtQ&RW4ZSrc-_swGcU>N+n zSpFQ-ew?PHW8;ii#RTwwIG*I{63cGBr{Me!_4l8|+p7U_;19+AMN_i))5Gbjb>V!B zIR9oC=n>}^98{uRfXxV~T*{?7>cLGLqvrYSq-+l)MS|cFNI<7-^dSYhx=>j{XEN! z=cGmdpC`@-G!?Ea(~Uly3h@x-tMFs>JGrFuH(j-!+*ztU8C z<0|Y0A5VG_y&Y^VYo7J>27XQ#^OG>Fx5VcwH5ooi;}Zt{;QScQ{1S(XZ?#Y#B($1+4AbM0}Qx{Gf z6$ko@@2d!7i~F<<2YbQyRb1wV+!p`87q+Xa&M3Kmq6Yf!E9M_z&}VVH)+7w)$^OAG zU(^THB|FviUW@WS@%md+byr`fs+=^4uj2g&hM^vb{HAuO=l_c{iGS>U+F#LB{d(f( z(pn4HA3}ON4G(;}S@SvUPow@3hVlQwu-}RH(P^DkTbNohv?ISd=h6Ch4$5{ zY+T1j-vw}g0rs!vm0VSl)Cm0lEanGcs9z5J8^d{3^sm$o{uk%No@f4%Fzi<#{|Uo> zFpc+OU`y*xTW;TKUnY1dE!hI=b+pgU0TUJU7rViJExzA5PHAkhr4Go4aFXxIrAl6~ zezq6W*BLR~A7K4AhWuT8K0}k*A)mx}K^X2^5ZB{aJKTRSUN3X}ne>Jt!_nYH*>L*6(yPg{Z{$z)EzUrlqM|kw}gZu;SQT@?#)l=4@@7+-T>aQj#94i;y zpNH>v=_NmNz?ReCum8c^{<`SA-%)A07S30ozIWMEIOx4~62v>yuP$$uzAXC_&d%3q zGR*WWvkf3w8&XZ@XI-(MD$_OM@~`gM-#2PL+O z^TfP_{VNhq5LNpd!+bmb#=!5?zcKg=hrcoKZ~Q;lmi!s@&*Cc{Vc-w)gN<*`@Y`7% z_+GwjzsKu8dRITkUTLuYV*J9e9nFtndVkF8A9UT}u&m&G4E+ybpbzzvFyup#KmFsC z{){>G3CfXw{SU>YIPG(S_yPSfVep4&UxXnZq4roG;;(-&>@QJ2SbtUwzxgtuW`RDO z7ovVB=>@l}b;|?(;`mA~V~bYb91HE22>HpdEACf#gh4*IUJ-_T3(`jz{!gCzD|b4r z=x)dMqdcVs%jfUhdc*k->h}QWz~5&+^@H_VxPRvjxNft#y`=}}GtPfN{q+~8_W8nj z0Ma|qGS_O)%B@h2^Bp)(x=*9A;Jy;-*T7}^Y1M1OU_RKMFzjcM9)>Bu$Qu}bdfT^PkE0=!D+Gog?go&4de@6ZetZS1Pee@ozm(+h#XWov{!EpZ$ z=c7FE#>w*%z1e<_r@UrJaOuJ(cpr@Id9qn1eP(*g4=2p;^-F7Ts}00g*dJf-TZZ<` z?r|dg7+>|zIfC7?A0qFUPFHHZziqTwznAKCFB>sPFGxdXcYJxl#hz; zvE(4p4IKR{rdM2A5B>)JAw4S7PKP`l>IeFZ`brq~f5;!gAb%W>FvuV2VdZT7R`Iy) zYo<31=%xO>ut-&QLo_ss(@S(hQYs}|D*r$o=NdAVfKIRtbcajjA5Xj=7;of{*Kzi`it|^&{tl3|9uJE zS4VkjjQ+gav)2puew3%NbCKD4`3R8LR3UwYA%4ernBi2+?{W3%|8hA@=jA+&lvzhh zCa#5e82L9iu+QYPSxqcI#2b9YutrTim7P!WhPXw)GCd>s9+Qr6e8P|qLw$s=1xS4{ ztpa(WK51%6EIyRK7vg8(`4Nw>6#c&;Pc!s*yySJk_vmqa!Xj4)Yvn!l^iK|l)dlrW z>->P^wm;p$e_;RGdd@%89acfU72^%U-O?#u)OJ}~_x0lkj(%-78*#~)C7?gpA7M^E zwXda?hZy4EWfuj&o2N!VoW@J`jfW6ypt6PVZ@Wteo<}38^;rR7kL{+2M@e?osV?5O(MehI28L4_WT{>YPAEakwtku+^ zNj>F15IrLw6*V3Z8wKxEsQjhzu!F82fZr&ek?k|jt@Ew~eZg{_VJ{kTV)g?4$S=Zh zUmWRUnC{c_bjF92zYorrW%&x7nQe=Ek3S3XKeZ2ZH_ELO-0#Ejbo+*VK9f5GMA|QQTeFk^KVmo)I&ZE=^vGRXV%{771C$8a>PZf{K>RUuQ!*%dW7{y z&zbsKy)_#!(nlEV8^<3#@7dYZmLQ0aP+p_mN-nQ|T+QAe@kR$IJ5((l4E)0W#`JXG zHTJna=nLxW7-gC8a64U?FYcel__v?mJ*Fr46P(YO%a6~!-lh-v2W&q!;KYF*acvOq zZE7~%`8PZ;8Jw10yIYIlpz zJ?`Ejaa<@bhF{|SARb|uzc9bbFz6T3Z{X9`X+3TMCqIMj?e@`gtDzj@>v2Z!!#;H- zfPY2*NEr4z$d7TWMeff0IUC{`!WFeku8vfK{{F$BFQ~ucI`*mbx%&Y8nX!;w!cZUi zGhS-V?j~Q|594_cRVHVi0sc{YCy#vv0n(uVD39?^RZe|s@`U+d z`GovO(r)Xlpgzve$iYb0F-I5Vh3g+-xUYovV&t)T@<*H1KrfCzu`xS!$hw59E#O8)1ldaeP)z-*0F2Ie#*#Wb4{-ukyM5+oXHzj-NSj4&*`Y zAKcW@ZSsfp2Kh0$-;4}XHPAoO_sQncTTi}kfP4m(&rMX7lbpllpC-GB9hf$v6!KL# z-^q6sTx={WfnMQ#HXdP+7y3_DevIM)!jNB}{;@r`-W$*8YZ!a)8RUmhKF0Rq*M_e& zhy4eRXS~)nW8wZ|uzy1PoDz|zbS3Bl#BQOO|W0^AX;Z(pOel8*91sY|5M8 zUMIXh$QF})OtPGBrX=agL{tB!Qc|H)vqQN2o#_OJ9Xok~|G&ciO{ZV(rkna4;%(%o z>8y9U&u&hU+Rn;-b-SIcH4yJj{Y{+_5%RS)65bP_K25cCRNo$;4Ei`oXg^a+-^bit zcoO)F{(&&;S5be>q*sr5x@92TpF@6_neqC4C@TVfQ+e*iYWdxgkbgt_m?k}^_dRsX@=9XR`%)_Lid(XUf5KK5t6y3C=MtRd(R;g~~- z(KWSTzu4b&$;bz{Pke{_hsclVO9!8qJe$bAm%y9uw&>x@YlFf6ApfS9@OG+PT=^fq z6Pq*L@@9!Exp$AXhI|C_hcN7~kl(Y!{Y(y)-U0riKF+f8cqpO09PSU}`3Pao z-e;}IKRvZW7QP>j{=?eCwKl_cIG4{L%*E3Tvv``-r~6VohUq+?XI(Vmr&`EI&=<`2 zSih2!IF_4^;nI*&i5%Y1g&mOBvRuX*w6X!GgLSLJw ztG5HD`c)ZIFVy#uT0;D=85}-s*kQqY4YUuNr$Hm5;QyuVXniNl?QaRg`wHxz;hThQ z?b}DI$Q|Y4N!t_k%Z>IYid7T+bIemduO8VC^bzTqlMu{L*w5$AV;E-pxj6~BS3Zl3 zh5Beu@LE9qtcelm55_};L0`}x%*}`kc1WBA>y3s`pBN6N{UpQee0FX@`Kjv2bDaF` z2QMzQ?`a0{HR_AKcYUzwv&RtMBfa*)Rx`t{+QRt(+5=&*2h>Nx-2R8KL>AFUSeC_~ zgyH)h$WQxF1J`~RCUfzweanc3l;v9NzASnz-Fb#brQp5|(mOwO z^!AP+k6?e~C7eHDP9Nsiyo*|Lx*Yc3=-=l5dN(~fZz;?l<2k}yeTR|#T0gCp1bHKW z9ZV(tKaJZ4`%%K{2Hcg2asz!q{x~FVYPjt34E!I`=WwTwhh|DUXcyH-4EBWj=5VKV z)*z#;J?MM}plu)|Ul|PPgva8i?+r{uqv;@f;QWqED#u zIe+K4X{cXyUuB3l&4m15I7wv6KllmpgO$_$eICQMG@fJW>!gH25Skl$FSq=OF>IcKj-w+1-!~UF-7F1RADuVeVe-?(WFdS(21N^J5kY2*z579po z2L7Nvvic1)AHr~+kNQCv><8_MmD76;9xJaT|4o?7Coa63qH{ZaIjo=5{!!s6ubT_G z^N5A-Rn&ei&jS0v{0(7P4^Y1dbM{J@y~pRV_V%Ptteov{ox@Mu*j3Xm+lTn+T9pJ`wiMa6YZ4gdzUH_Jq0hg<*Qn!(;7zNq#Of(nrji zehA`YJWp}in;X8hIS9TFkM{4XckZr@MpZw#asF$;#N`S58x-Rw}gQn z_yb&j z7*@dd9z4R3&&K^W!_IWx$}oK|oz;i;H~-Mb?)URNb}Ps1eVYyOG{##V2bCjCc9a6W z%aA_Az^~!|VETUq9@PhXM1B+I?A_ycr&-Ftq2OOoUzVp;cY3dk=GMya{A%P&v{gMcro}J)E`f$7Jl-;9pGP)f1XR8s>iB* zg#8BEo9D{DVRi{)K)=zSczREoJ>TXu+!w@nmSOt;Iv&Gpzu~1n|Fg{?_{RXeAIBpM z=Rrsx!z|xU803fZ^;$4=l-lh@k9s6gPofmpnxNN$*zykCe^@T8ukN%dG_a%K`IDz!n zM>Ac0)2qjD9|ZF!3@a1;K2~-M4-7GrrT0ZVpIv(Dw;jhqeg^6B)gLi^ddDn|K3`Wg z^Ei)LupXg)`mT=6P*h(B>nZA^@7Z(5j9)B)^BR-~VYrX*FZLw*S-Ho*?IB)7{`%I~ z{Q01;2lN5^Uu9RhQ(|&E=qHx1iaC=x(Dps(C)(?(#M+0AUlc@YsN7GXIcMzB63{o4 zho8Zp@m^>9Kz(e#dcvZycT<IlHg0dUjKwsYWo^8|o`z&i@gH^$qD| znB`|z7cQ&o@Y)Odi~L>vVCT`B6BmKL;CbO1kPHSXzHaBS!Fj z1*9+V^^?!rlx}hQy>{pf_3h%ekk7*MwYjU)ET;E>{F0%N9>NeGV1Ab{(F2Ka3C7Em#<0=(iot7m&Z} zyw2#HjB$n={;2QkR_AXJHMs)xqx{wd4z%3ALlOQT3-x#1KAlS0RKfc)YL6KBMY!01 znq#CgC-3zurF1Ht12}sRGSh62KJx?iXPQEO5$5bS$lE)+-`o($U!%N&GMaZB6qSbj zJMuf|XMo{%*Zwd*>eGhc%Of8w^_O}|^lsRhy~usF1?VTnhlD|YaXuTGp4DG?cMbFd z+i#TO1%AKQ3EvMy{U;3ig!9?dSv&~LhR)^>d7C+my{MueP zZ$SMHc7N9GjeQxs-@^7G19p#7X|{*;5dAB|EPe~|PBghUP_Umy`a@kh7R_673BC`C z^9?Jk=cbh{ z;nvTH!aOZr&k{vXmq z81g?zFT?EqCt=_>>f`3od6Hot=0JRe^4UE9xW3W*NU$H|@8-|h)io}MAYX>|PZ;R^ z7c+my>a%>rmYx!}Hyl=he~c0Gn=r)Nn13eB*~6AW0a?}uBtbqXuPr9LETy)d+fG0i2AnG<=)p1r=7t* zvHz`0x~5+_B?avfZxh=hzcJGV_(NDr#X7CpoBe+%Z(E(O(YNELVZVm_-Y!>Q7?&Z> z>Hl_H$G52&7uov_-gd7bH-#(Sz)$RNhh5vf@*rKXU*!Le)C(44R}TYu3*SHRc5c$S z?-zBIptpa;Q|F<*wxNo;U1E4+5hhY|f?>y&dpE*>p-$(iH{M7o}YDyr- z-$>2ky21gnu-;=i!%K+1$VdBHZ&VM2^BU|wN_|DC!yW_3-y!``^@sZ`Tk;C@ak)^Q z4Ew_iSNQP=!}$}=FM36~_I@BeYM3S^k?ar+@K1VtJ3hPX&8J`r^lhS5MW==GKS!_2Dni zKF*LG$;wZSukLyJIOrqpZ{iV4UL$@GhWH=*+uLK{(z$PkbN+H~=;-?iGSdIy%zR$k z@n|@Ip!zK`d}UK_;Qzmv-STH?zFoRp~6V&h7nT<@7Nffgb>Mz5&ln*Bi>oMvF zVK{F^ez9_vuSsz8-&y?72K*_m-waz3KMBMBANkKPyUd16klE&aH7JR!b$Wwp$0 zkhc-ihZyt$?TwYcr2Gaz|-+Nv_!4ilUG2YsDKz32PMJM<#cPKb{rz7nA|KCG;qn0tv-97?o9cS+3+BQ8!9qBH!jO-`c%E>N<-}ix;Um@m)Ti%- z@mPQCe2Or4Uq11!(L1ln*FZl$V0*;ik8ypZa^OGpkL5D&X+Eqy+y5li#oNlA732JG z;*I3M`3qst7wUiZr~U(4jsw3@KU3CU{BwG?uQbb# zr=(?{Na zQO6=LF?Jr4iWttTk)G7I5e1EF%;0Krh-y`kdYkTQ={3{;)jVsji~TT#4gHdP0N6+E~H<8~uBF zilI(UqzdGFP=4u;BcHjR`~~`f_K`8#O3Ud}1^j;l=Jyz8_aQTkn@ls_3*HAJ{TXv+ z26V-51^q|e!F`*)-#3xpLH=h-HcEsWc9UW6 z+cH%QO&m1>;QR;U!_0MOtCvs9fp`_^&CIHA(J!|G|B3x&$xR-mnEwankK<=0#5-NC zTL$N8IDS^Y9`phElYKJ!r$TrQ@DKe3Vc1{dd!iqnjpR){Jiqgk~4z;TgLu#l)TgJ+j_zOQ(<|I(ZS50$xmT_h5XA& zGc=gE*%#s=?4K~_Z*xk!PIWZzhWHoxnR`^-{CQS5$OG%=7VW+=bmmn!|3-butx?YX z^mz`P@1uU@-nT2vIc@>n_3 zhupTQy3ghXgFirhCJgy!q(9F#?!<=T0Pv55z52!XwOP;cGw=GM`C~;^!+rwu=XsAr z=SLflg!VYUyoTi;+={=8T1%sUWq2=sub4*|;uE|NMHu9R{+3~uUuEt0kv*_-_TGhI zcHVcydz<)p)3spVD9@ujix~?>t>xmgqqDRE^Y4^`eW3mx_3ojv`O+9sNz#X-uXj%g z(3}qW5Nw}6`P`y5FNXbbS_kVD^7Gh&qK#S_dffVTEWP2r(Tt;#y41d4_88QJhgQtulrEe|I0eN3AcK4{3~croGscJ z1^yoOuW-ks$refN@c%5x@4~0wzL}Vxhxe{H|H3Yjc(a=8uph$y33Kbyafz(>7um-^ zpRxY&$sWDGPc#RAfb%<{;PE8C^)=)>aDT(_QIbEy^#3S4!r(9D%$Fg8e zC`WouBtLC2%8vy8p#BmD`@#7T=HgXW&f<*|Uo)o$Hm(GFKzfS?FLO(~Rm}0TD6*;X zL&Yl4XVllClo4GE$9Qw`d(nluW1nBkK)i+Y7OT8IFmkgRoL3<~il>Zi3bgit{U`26 zibGS)4PIn`KS%lqbN;LNn69aYd>rTx%BQ&2b?7UZGKgnzy=V9s@w2$STEo7j9qb9m zKiNN3FJV9n_($|-CzW3&D*H9Vejev{a$!kE$%p=2zTl+Ctlcsat6;vUe=N zgp1!#?%&c7;CuzH@j2DNZDpmHfV6Ec)FO z>}Rqto-P%Ac&-01!TN>wlS;k#)-7_Ga9)i3F5R`WO|{d9iziC6zt?`#G?sKS?8Nqn zMV?5+{*A?Ui#h*|;r!nGAM8r^38+6#zX`+s1nDOX@RyD~NB@y|BsaPdc(#f)pBN4linl0KDXXer2bYJ&XGe$Q(7=&l(m z3igHT1!349|AQg_i2BLOSCD@p4El-lBMk8=>MJW>Li%vls?|8!T^;(T{s^=4!n0p$ zkB#UI=i;q$rBN0Zg*nha>QlLiyuV-dY)+o#TQ%q9OqGz1r}4^@&%cwX?#ta@JSW+x z=dgP^#E(edxn1rj6DQ?!_IoaF!d%l7Mb1B;@4aTwmFLSqpHcqjEe*S?zSHROoW?)D z)Z>%n#x#%*mEW8^Lh|cs8FlhE=Uf_0s90yulUwEJsmi{@O8-b=Z^t<5&R z1OJQixO6>f;z>P6Zht`-_=EO#dAeL`fND9k$MG(^DW?q!4Tkw)yiFMV3-aUgH=9wv zV_tLmPZ;hW<9JuncfEnTJJS6~-dDa>-Cy~u49+9a-(Qt?oapn}mdj^dT{QXi^BgOP zFR0vqjf3*~X)r$K+pZ#p{R57Fb?=5T#@`lj`h3l9{l~&H9$+6+h5o0a+pr|7L3Q#v zwBA(c%fto-i32~8e-$B9KG?td4gL!IBMkCId#DKg5Yko{4Ers#Kf>I270)s&o9cf< zJd6CR`0O^kb$%@u4_{Azo4xp{4Aj>U(nA>R4adLX-cup`XginRzHuw;`{p_RAm1Uv z`h?;B1Ma^G!~BpQhQHGIHx)L$7%fr^`hfJ@40*6q@0Q^EN$3v=!+s0bqnoiENoMC1 zU_VFYh~d1F%JVi1+V8Oh)+6LcrCCLY${9^~FM|D7`X1b>>Kp{~LwYKMYw98v`*8Pp zDz{{f(DVDk=~rcizq3ohG|(?x-xy~1d2fx9w|3LK0sB|%|JJ)-2M0|r2mM8STjFS3 z>-urfp0MJEhC9#0;l1QPnEhWL?{=d4pO^E`OIDFS->x4pt*FBhX6&oCY&4EBKXV3?i9-I--ckheiZKsegu%4hk-TQvdr|-i=@JHw`s(TmDcz)?OcV1B4H!I$` z{Wr)T=R+9yiTq&YZ2hX<*OX+w{J-~O)m`NWlxH-;c{Td88u_EC!_z;*_^5w1s-~j{ z&ua&JLV4DVefRWt?r(0tQ1iOmm2V#(f;>>ZwQ~mNuE^``F`oQWZE(LMEw^L3(f>*E z2y^yK82kt7L+!=-t+QuXO5P@VYCG3Cs|-H`_JiZ!cez@5Pd{9o51faLdp@M`M+!4z$^ zvW_)yUm5-H1D77_&zg%u{Eg#3IMCrW?)x_I=eU0-4DvvIX65WWQc1k4KQwo^&k1mFq8ko z5ex2nU-$z41N(m%)XU}MMqloH`{CA>Q6ccAnVqjcjH~h)I;uwE7R6@|Yj>FEMRbYo zl^iRihhaz2u)i_bJMx#6ThaPO82E+qc=*Id>wErJPQH)k%JxxBSSrOM|MA%C&4#ka zsURPe|C8IVHf|c23GzjG5eEB1|3H}iKOFB#+v*ATw<*Eu~3B&#e?Vpvi{NdBseJ|six=FgR@s8ZE7TfR{^bh0Dr^Plw3!J>* zeJRrO%+>FnvY`ghgSdW({t7We9!GEeI2r9hk#pcZ9m>0Y=YimJni{ZPAiWJX`!nPV zCAs@54V&FZ_?|7SzOUxu@t1QK6zq+70``Ia^ySZl)xqTxK%Pj?t07%`Clx<~{T%Z5Rr8D8 z$72%UJ|N=P4Ug8p+%bUL54{=u#a@3&D!0DB@#}MTqnZWq8`o39Fh8Q_t9stJ%Gn?vw6Axv@BJ4zXu^GPXvb;~=UBUkYA%B~6YBZZy=z;u^pG|&G8m~-}0)C-C zXeuf{q}aV5cb~s`{VKzp%wS1&U#NM{RMYF?(_wu@`)l6wRU>)rVOSrr{}zRke6#*{ zAbuch9XhWqZ>)?T>2piD%kHN$wLxEy{#O1r6BEZ=_zx z>*#2Mwk5!C9KS8@&4>8Uzd8FS4F9J??en_lPrLRS@?VBReP}B*G&niLiHmeu81 zW*_3tM?cQ?^>`pFAwO93im*Q6?wO)T|HeI5iZ1&HuMw&G8-xE?@DJ7&(f=F6d8yvt z82G97HwO7&yhY=KKgN6oqeqSS$;!`@J`e_bLV0{LouS`n>TOsb3D*v8iJCbI^dJ4f z=Rs!eFEp=%KH+*y7~+4F7sD(*BFyzqn7d!|rJq{K=1yJCUwv^gnv@>+-+iDj-}+tA zpQ3F-TqR(Z|mh7xB#UvKTIYN+_n-w>8!_oKcIu6(Viwy;|U z(ffVafgbUN4`F^t|MzLz>w6>xfd4>!APnF8ChRD3ymnv%%pdjXJ7UP6PKHWSK^FvJHKzcbA4cM;~^C$n;9Z$H+Co(_$? z1NMUa_;E|A?%3k<9KU}&k#!YaIDv~l+IcoUFLe$AeOSNU_`Apc&N}!$KGNU5W{mQ+ ztFix;Cr!z-8ScRCSAUwHHiu7%wuOra%#qK5Fxcz=dQncr#vDUEvTrcDwVW7wMAAEq` zKTtXFW9Z-I;NS6llghdG0>5;AHLctF2=oc*?;Mq7Kjx?4|AEk+I-@$2w*S7(`H#-L z!d0QSa)AG+51kj@)pXj#LH-~8ZD-fdw8s9U;C-H*aD2kxZ_%E*dKc_n(iGv>}Sx)N?YT&1MXhr{=}!+epR-^IPfk^g)#h2H&VyvT?9 zN5cI9UrcwN$EhY2<~49<;NGZKlMA&N)-Hyn}Giu zZo~USe6j6q-E2mB!}%4~7aw`o)UI$l(;vRLq2wmV-0mPhp*$D{dlKp&!)*QKi$9+( zzgg1@_=EIGSjnZQ_fuf<;!AAa@Zfv(VK|?~`4EQnk?O}3FLR6Q#okBqB?!~~XTHR* z;x5b2@4CB6UKh@XF!V2c&%>3su>P^WygJE4@@cE>%(Z=(e)1(db{#R05rOY(AU%Yc zezS7$7eak!80LrkqWT~Y#8PHUHcv?s{2v6)M{16*-u>AzEZ@wRI$7javhpCr3&Qw} zVdzh&&kVzQg8Iwq=d%8=J_EfU`6<=C8d|!F;Y4G=Oc3{($)W$)PLn?O5IY%TnGN3e#^YxIMPF=4)hc2%a+K`sGTVT z@ioqmVLr`Ywr)w=f@lYJe!!P~-`xE6!%2ugaX#JTDnu9fPlNMMLe^>DTb4X8j#IXOs{^j{|lI~{J z!upHj%a`sk5A+@j_dTh+?5%y?S})jtAb;e)=3Q|L>;iv)IFZRD3^8juE`yL;m!c z?l;3k`x(d+`|mSDWur{qPFRnSKYf1h`mQx-A?PF4?>j^#B;9i~=pXjicTTTm1^$Bn zkEQaQ?q4F0SI7*c_Wj((2A*Ch4(l`eH->3H#_zXo<0`pFg8K$IAH{xy4$bo%5A+Dn zWBG)^-jIKalis=o)vkbY9AD8YxIM=wkPk`2Fop7+Dty#>e^hkA1E5TDlSDD~xyf40}?!l6t~8U*ppd zzv29q+&z_)Q?($T$N4CEoO$m(Gz{JwVSh^JCMWCXu8Z;`X+8`y zf2j1MD*VsT9Jt?s_BlXo`tYS;JkVd{$3SVfX`bP8Kp&AG1Izz7H!Rx<>!UDU<`ahV z2&#|e(sX{zmGelSl@(9L986Mx{Ra9+WsUGHD}R=-c#N;?Yv-wbYd!EsnEzoIzSl0? zuQJTu_wtn!`z4E6NyB_`{>sT)irdAGv-4}da!Jn8Y+b?kd9O92Cp?@bV=^^6(H->mg{U2OI^P~E}FVr{IAKjwep37F7+>q%*8vboZeTla`1mRKb3Df z8!N9wga1MQscL+3_u*ypVZNF|dQ?x&+Pc2uHt-kqSxsha$Aq6DTeqB=dZTyRfzcORV=^2A7t1o*eRhJ{5zI2O!v9?gG}e0wh9P_^$`1K z_%qQvXy!WE0S;}TZ@8YRJBVqf-MA}8|Hr{s-!ZGQ{$ef62j{20Ge|Vn?+fQY)n6TR zk$-s?)&ukp8lxJw_jt0Xdn=7cnB5QJYZ%Du_b;gA{Evp^?FEAsuEP3<>m6aB2l=Pb zsnGgt;Tebzh35r)hLgx&FiiV3{@}&hgXT>=2K}Qy8Pb2r@wG>@SbmK^gqIpLYq{XO zALlb<(cn2Vd<$ioN!~+}u6~vd+ynj&`8gy*@7!SbdX^vO52;E>_uRaRlkbo}-|tBK z8o>9BY=rVc_hT7`_)YEa`VdcI z{6O`47W`lT^gRZ?_RnqSUMun-{>AZ!nst-5Ill+&jqpTt>XTqTG|6+RY%^&8TwM;J34Eo3U z5e9nDpAd%gDQb`Pp?{=**tOJ0D`!5ITuAaC-s?!Q?(ue*pSF-+gkgN_k1)Jn!S#eN z_$!njtN(@iXPCv`gkk@K`>)}{qR;I-AUMxOdm+s7BmCiZz1Li^hz0vZ`U%5&fciSz zaonN-N9kK|F}^93fw{UesUk|Ex&w2-<`$BtS<#ayIADOmyMAR8+IA6#1BU@EHMyVbFc_IIFu5Vkl&_Yf60nJ}m;zh+= zJwZH){!5qlIV1Ru5}c1A|8=+a9XZmWisj$>FG4oe{%Z)@d=e9hWb=K zE&K4%ul+&akY9QpGrs5!SOxY?^&@sX>Ti6G+pp?%@$KqTmVv#Yeh}vDN8hqw+Sm)d zp+A%#VbBMxPZ;t=I3D3{w#0w^)j{$b20j7*kM^v;x&76GQgt~EQKXkJ!OkjyTKcd`EHF#|(v>jn2SaQxBc`!C3~9R~fy_>eHnhsrYpmy5;3i!0oTp&>vDrl;hgS6m`#}9MI6ooQyDc5!3$!dmHGJgF;hb76kSFTx;i zl-GohDz0VXm0<74AEROV38&=Nu={6xqll>eK0y;EacO^g6isX>yBUpVTkDpnpi8 zF+cyg_NZ-eUV-*cSYie3hgf+Qp2zbELp~Vwi!ktm@VM4TWsTc8|7yHeRqK2|?tLcT zc#He^_CtdAb2R=PYnf6DADBP-8)L+vpQw+7!5*>xl=$qNrpA}RUz{IdZvG}xqgQGk zXoq+k=R+9Eu|JdbQMMX#eYt##$!6ait%Bv<=zA1=lf(`D5AMD|AKD*bsiQPM!oXjY zk11c{hIQm5@W-eRrY7O0cCOK!y_%Zr+T-(T62zCd-#5M9vFEMPFD`zc>h6Eme%=|d zPwbCj#vikukApl<`*Zst!tg#C=VP{NNM7Gw5#aCig!)4m;vI}1&618ha4pmlc}wvS z!}n=^4F96>&01aeu`Jui}>;BkkVst!UoS(VTMAM9w+hM&Co)_{NenRmGVR)a2 z{)jN}6Ya}~H$G^qAKp1pn8F_DUG+5yzh%;wN)(-au}>nEw4{noNc~ z=TB!u=@hiazk&4w`zH+X5At)y@i(;#_7%&lrt+DFqmy?eM1#KJc!c482Ng_@B`;#vF*oPNg02b59+JMrJENs6&Hg)M0pUF8AbgQ z2K}b?pWl>hk?0QdL;bTr4Em1zupE_BXEL2@K_xD+Qxn)Ez>yPaZ7^eG9tUkBiSVgE@ zZ@QTT{6l_Q-I0lEfy+&Y2+vwuJ2q4KR`+J&*R1b%x86Nc!No(?x{iA&J7o20iEt`h@;y_I%Y=Ev2o1Q9iSe zDD2F6vYhk(HqNQ)O`BXmKX83ucre9d4Ab}g_=G{87_TwhLi8}q{2#+~--mCrwC3r0 zh1JrgtbUa46~4!HE+1u+Y_U&IOb`4C^4I2^d7YKyX}ErPbFp6!ut@Muk8o1 z(&HB|aQVkMI_f%$KDGkCQQzk1?V0!CsT1UrtcCoxTiAC0SpQPkpCbS4a%)3Q+!+D; z6U1}pr%#Yd75qN|@@sDCm*-~nLDDQAZ_igM+-c$n_J{TD^IkkpS2+Xc#aN%PL>Af4 zyxZT``21)C`@s71onDw1jj`s&pMUn8l1s81(1-TrFk|b)K~942IpO>XL;e!`cUWnh zrFZ)PcYfsHEAI0v|AeF;jptByh;Q)-k91KIQUxj@eOuS=%f?-=+%XK^W`-^Lea%gvf}$%OQT&`WwUk1MP$A zL%ss%=XgTaH8i>h$PfJ~Vc0(s{nhK^J{in}co6-YlkWHr>dE$EEM9YRy6~Z`Z#={| z$bYA(LcKRmIb8nTY5&6P-n~VDU#Nc!`x8GGDr^eu7cclfBjoSGtzXB~7wAI%1@&=Z z_PUcHU5mlr;`j@1EZi}v#0vBq%NK>5E_i#jKexUvD(vUqsAkIXZ?Sy)QT?NzA)kTu z2}6D!`&(>yZGPyZxp1Ek$6p+LW%jlRT^MhOkbew6q5TSB@CP`b#W4e?{VeDJW)Uv3 zh#1qp1m0U?|1N!YjrhD*pF4kZad>_Hhh!08)CX7D5$k;C z`A~nCBFvqdPf1-S{<{qd+P&Fh6_*cUn7(hzCk*3bd$++p^A(f?|37Xnq=(@p6n_zh z^$yop!a(mo7~*53->u@puWT_7uvgT7w>x29y7_o;{>0s@UL$v*BDa3HpAGT5awCY- zC-?iS^Hg00_gip1Aq?v?j^{CAP=5DMZS1`b-@`a%ll{X*oIWkH-6?+5=n=>l_s4`m zA5lM-d$-2DTB#2CD#DfKPX-wCz@OlFD>i&Rmm+%+{MT?HKNz;5`V6!E@5(;=AFkk! z1b>d}1;dWyUkSte6C7`4sAseFmpqW4wy^(|U&GCYHzbSvqH@nrk5lVz=Yju0elpC? z13aUeFT`%jfqWDCAJ1~_!&|TKg!34br)Pz&ZSP6GFn=m<%sU?QsSNJ7Q2Cc>Ej^A6 z1bx&Hj_=hYtmlb~!$DqH-)qOx(<^(N1%4p^yqXx9^BJ-46zX*eU;(UDVN>`|=ZR%+Z9DyI7Fwl?j9AWSmD1X9W zKgcg%7cFhxkr!P2Lzs(ieA8YwbtUeXEynw(e1;=ge^egM=s_&rK>YAa(=plAA^08} z>c?vF2!mQ34Q_p0?blacho=tvS>!)qj{mFk4^Nq>Q3LTDwqK)Zk(@4D0{d~Ke~s4Y zh`mz;@9i+3yJoz1Qj?Yp$dl?%&k9;*odo}%MA&j$xRXL17w7}d zFF+!<^LnW`oKKy+cq+~5`JbDxUq^io>|DEh*wi$R{qc|q6NdO2`&--fBlfz?Aeme`zhjubf5cxm zboP@8Qx)KT8uD+Q?^9VPwQNpa>sCcfdepl^DvIX6?$*#9O)7%>P^jPQst5J!vc3lT zg8IMy$uiY#=`VmD+)on*|BL!g81k<;UQqwAi^-SjfL_#>pscBm_m`Q#dkE~GFlP@8 zv-2gwvTVKFz+0~H@uNByKQPSV^9>8<7FA!J4CA3ZH?%%~{Oq$4_%oz`em&TzVRz5__S|`Xu-T1d zG5=Q}kNLv+5Qg;$<4?j6|Ks{V803Zh2PekXtS$e+?O%fLDb=?1HH7}reu7^v*{yc0 z7bhRW>^%!VMDkPVl|FhhRm9(rMLOG@-}}LOi~I;VW~sJx$}nkm|03l2oNEcjUk@#`x}G3Y5s$YY5&RkTfykZ{vp0Wd!ceTpGE&h82lOfqp%$|!yA%hx%fLQ zs{WSjc3l{c$`5{7F=x*nS!Hq5=P<<3J`U+Y4D{mt3o3_vFWNJ!@5#n*S+Az3auw!F z@<7bxN5gs3TrS<(#`z1vP#@(Rz9h18kw`w=Cqn%o4Dkcv2wsk+^G#Qn56(Bj`qQ_| zpERKyK>)M?DqJk1*JW*WVcIPxwBB&&uOT-wAW) zi>yETo)LfZ%<(<9E{+HKkiVPvU7ufac>&B9`AZn$1*DfS`#)_yD=#4Z+_LZF%>x$K z;l3U6n=r@^?T_JN@|T1`A5fpSBq=9V4O4;nBLB8L2--XJhYggYe?ozx+81i4J4}@Vq z^bdyh0Qo`Xu%AYL?08l3rq_!GSrt~^sh)o9Q_PR|DOomH_`z9|!|~aKA@b zj@_qZ<@9|?K5I|!wHXHeM*gz;^uB~HS^gXLix_W2o!XKYqbAAeL)00?@FADqi;7eG zsFses9#_^(MCSFqXOM>+g<-st^*AWK$!1mGh8i%tU%mn*F zenxK%IpLIb0oFV8-_g;tN^FA;!ujMVp*}IZh>f>DC1k36IJaMmKL2$}zn~f5FR;Iu z$xFKSDZPO9$gddp2$#_GnV_#oZ%k;)%0+{}LB50P?@D{M^i?Ue$NhK=V(@RngyRzi zeM0>s4D$Y`y-YOmGv>K^%lqv8u>PWdBn;n=L;Yj;H2Fh@S-iBX_nscSN#3xZ!TP(B z>lEhf+RLryyIPEPH}^LN{^9&$rN0=Ztd@m*4$d!j#qQMG*&5P{w7+M#H_3-Ed*8<= z%+|qGe9kgEbYwU9UJd%2Sj6ys8k|4F9yEW#+1pa=Ca?nY9?hbwt-pBDSuJ!(+q z3)OPaCme6L@2KA|5>CVY6`T)Y&@XIH81_q4f3@TA{ZEI&dVu@eJz_ue=bWF{V>$VM z!qPp6Uczv{8TmsP{O3QI>wizE`~dkrfnZPQkM|sFij3)4Do5{+`0>{7jSgxUarwUZ zu2+XXh?PmE5q*0f{&=lxc?0wt`%e)4`!k+j zbBz__{K@{TGfC$gDnYWT zcn$f_+G`X2iAJ;3DyqDsqlmu@XER)EJF2etNX}jouk_lrd2%$+gZxjtHKfdlIs+QCK%QvJ*caJDN^+2|m>?I|}c7&YPcewwuSvViUFdvMU z2y^~BW%rti5Bdncr-u5Fl3o~^V-ybKqy43v8htT;&mGvGqCTfQ)q1jW3io{=eyYql zlLJ#-*v@8i1(_K|Tffn_l7^(=?`-i$~I5-8bpq+YaW7{iXl$obhqU zVTj*G3+2l&%ZFu{yvrM(y#~H_fb}!xsywc!{{r`IvHuLWH=%C^4F!LX^Cisb8)1l7 zsQ%rQ6E}N42Ki8bzc)IiY`F~l!1W|+VaNUp9ada?lhqLQIz3iUAMKf87B3$>JbaY* z`P*=wgZwynN+vdW{}zaUF#aP9>lL;q4D3IkL@4wP9mA&n;g3d2F`D%06i#=oO$b2 zZF53lJwX2EIQc(xp0*$SAC(jK{6Eaj8*&cbzLwqS&*@iAww-@<=yT9Vq%Wr=K-pDi zu^7AGPne4z2unU=_3t%b4Z4)y{Ro|};>n0BvLPZ-SCGHFW`Da82ZQk9$|=A z&>t|&&I^td%Pbx%HXHbX{{P6;?b&O)WpnH6QLm?)-&xHD`J;Xvt+d>s)aNd&x2TVV zp*`*o2}Ask{AA@U-XaX&qd|K)`m`$1Xh1xd?>YK@ir02$4{p8BAAcpEf5HdO`;fl; z2~T5-_Ibeijs7sdaI*UeZ^3;o^vB2gb~=X{zku~@kkI}KOH~uU7-sWl^;tgon8_ls zBN`(F|%;m2O`gi|%qNW1&Q^+5} zoWCvDDzmV)rW@pYvHya7wJKMX8sPuPklzLS%dN_9j|KlTK{y}6&_DHu<=pyHkou-u z{M(Hnf8T-C4imu@Tr$ zrH~$mnLjvjVw-VC&_0kq#?OSg`+E%EBK<#cwMel|uac8T(WDg{@(l$1KzSEAsB9ed zLK)uUA^(b&D3uvEwn6_WpQ4b9)>EwRa{5^;DgVUf+Bw({^%K&^FgxEN4D_J=7x!1l z81lFR{+|~0wK&ah!K`^ZVST{+9}F*|@rw)9WYszSf8=KQ+KCpCw=@N_CyrvFt@%i+(7<=;X2|kYi~>XP8ic)Q`Ur!5AU{g%)60Gw=n3mNm7kwrmXvRciGa}`pDD`j9eHUMN6(qsn;QpyXb1g9e^Mqru(7ILa9;-bK^XK0=_{KvdEUj{ z*4%yEvU;x+iS}K<56qvRo$D&Mx1Zp9@L2!sAGdDZ{a-_WIDWb9@h#sxYazbI^`_kU zut;UdTNoedEx!|)Xs%iV^|5{VH|x-O+6X@AHA1C;d4;6EO1Y{012_%_9l8eeJSjZFsBa}O4mdO$G!&tg!Er1%U|So;I`CJ(%*}+6JD6MtmF23 z7q{(kvJhPd|7V5k$tCM!3dsx1!GEGZAjdw;s65tX!_d0HkiSKKUXJrwy47G8l%xC! z!+M1F&+t)df7N@GhLp?-$S>jeSHsqgytDZZjF0~A>P`NF7p~8_{oB=NGOdH23*HAI z{|IyI+tqp>JFk-6aGs0%HNp^o;Cgm#&J7iBCvWb3@U_K-$9w+}d`}YX=~~A9$wmz) zKtCS~`OUB+t*;DQ;s3et34{E#{;m)E8MVJLoX=rCnd*Z-#r+;(*smi$D{N0n`AP+I z`TPn;k59_8bRj-Q{#NX;boTH#4euS0pV#}YP|7V@3iK1UG#^nhxE{vC`CJd+i%8aw zgL35W^=sdL@I`|-f6Oquk9Xtnv#BuJ3g5&^rlSW^4)i$ zPWOxReE{;s{_gCmIM=gn2CQF0gz_c~_kmE}gt>T+m3y=H$=Y&{e=EXyIE|lu<6Hd0 zYdtQLzTP?HyC?avJkW#ux^rFczKiXA$oJCth{67-{Oc>f$M)%*{oWlnSM$v%tL|(+ zb~n{E$Z*J0xW9?=z5C^-|CbnjX=dN|mOmrui<cV_E!S^@_@7Na5s4-SXi}+tB7arjvaue#KJ=R$y3|>=d$MLIfUgwp) zV`I7fEMe}vvM%G&yIeIVc+ZUdtUKG5Tt9pcXHN{X`#q2Neiq}t7jX1Fa+Dd-HEAs9 zC(`%0?~Ay-HYQ+C$iK&%44O{c41jXhfG0%JDwclYK9jKYtVr_oa|N!koT56FdB=b^mhkXBt9#W!RS9Z!yfihd>zg75y7w z&Y!UQ3MAiWeS*G6?zjQ+uEzcew}`0!jbS~)^BGp(mDWqbu)o6m{4-nkinOe9_?`&b zQ@z_${{9CB5U-;?*2jw7n0~ZB$eYS9u34>GU=Hyv@~^(hXnAPn8@PW)^%28)9`dLD zd)Ymi>~a_nal@9+gZ*wrixkj&8ZPIp?Wox#x{vN>FwEi~!tno?$e-th!{vL58bf{y z<@@}G+@nz5Q}F-T|BH-XFhljBkAX zdLHN#_Sfj(t75e@j60ug+TN1`SUu#YsR;`b|7EEKO>)OYF*~; zyT8dlSH9G60`LdR-<+HFz)yJs+^@s=zG+kpdHrYwun{qr5{5 z-NTPLT{1U7zi|Afe#16ed>RJhp?(qu{^R(B!9NfVAJTu%;5+}-PZ@1~ zL-sqY=hPoue|jEJB63e;qLBYhgz0-{e8S+rP@aS#-utIL>{kgF&hpulF8E$6`oAW^ zdHB=li#>Doa%8-n5BA5wZ)Fl%++K z7DPoMQnHn-Arg`(D)A{&La8XSL}bZMQIIxu#L;pe;^aamX5QguS(|ntBZue;wo##OL)Y+eP?s-FruXpRB?H$x+^aTHo{9~BD zPo~ZAKI*S7lMtL-7sP8^Heir0oxPBrG`6Bw;2KQi%BaKRYecZ7A#*5ITY&Z{x z^KD#iaW+WZ5&Sjw*BG}T@Ogh1?oS#Uefvt77IOK0lt{fSxzi5LQz3r{!~Q?&3t`9y z2&dPFp0GXu^VJd0?;~QcZ;bDR!M;!*3G@8p}{*mHxb^+q1=KmES8aLn}4P%l7# z^jUZNBa_eFm~ zhM)H5XPwUVe3Zi1i%kzs*X`Z6L0Vl3@7o|O87qnBKUn)di9_P|2?IUT{>89fL4UxW z?@9M}5C;7l@bB|dY=4}!KOlW%_yEbD^+(@_&}QxI{4r~vPWr~$+4+nw%C2+mFW=+* z{bIGhW&SudAqIYa)g)r0?EQ2Wg0AHu)-@I2aIGh(n$v>%2u*z;?3+H$5o zg8Clj^UdeKd6>K^R~bq4H8(Uj{tO-n;~_u3>n-`x(^&NXS>(s}h%R?)wC2Hj3*|)^ z>=o(xej?>=p>u=0KaKyrxOSkXzZ~}ugcaRcdtLq5E9*u3L%L#p{Eis(6YDL6;e0-> z-&y-^qVLD{lMmci*n@w@`TzKAWBt@=D^P>>Oc?wT+9Shk|B*2Gr*`jifAmw}Rn}Q= z2k-yqT9;P8PxnCIaK1nPwmp9xRRs4#ApX_0*T-T05>oTX-~8@UTwbqe#_PeqW7Q@M zJTw&6FUUW_aGnVL)9=*HtAEbg!u7F5V5;;?>muauD36vA-oY1hPH_8ZnK}1|)Vtx5 zQ{Y+=_-PXceMkEs4D{l74BOFs8D{4xTQ+8GnwmOJ?h56;vm%4Ab{KwAuS9 zBu~O%k0?Ke+5dYOX7zwSSM38v&U1qN75PaR>XB$Kf8PI|_R(#e}?wgT5~eft59^`J+}Xy zz9aJUdsSGU;P`(%4ymWtj|O=oe+h$qpgjJ1uE`lW^DyWO>d)VdUyETw6zcDoA23Yc zo75)E^S`zZUVDw5=ED29er@};?c(oE2caH;^bv;mgyR#2^Mqo43nVN?$iIm4(erN{q^CH6{*^_e{{?IHQ}-*%}3l6U^akngm^;7_jp+Yaly1^;4LZ%+Of zgFM9Xn2iVi#Q5KK;HTK%^LF~41jqC}4u(NK;&{bzBHAaz%pWlf=Y^5qj9+wL7i*Vt zAbv~F(A{~Xwi5V@&r7fOem*@kLEZ=RErE2(jDt%OkHdOJEN_AIZBLD>bww<`3Z(Bj z?^)<0s)x|~Plcb%qhw+K3HdGk{mWn7k)r>np?qa5yt|ieQik!w`J8|-t8WNo+;&xN z%kB*M2=a$8+^-ijgH`Hs{;-}C=T97)p#NeR;)i&>Adq>QW+@1>Ve2JeX@_TG-t$oWc5;kY||9IJ|#<)YiNFinLiN7MK<;5P$(r= zj`anBT+4(hUk`19dMNUP;dsLGdSiT7IPmXR3m7(`@d<J2ZKg0eBL%oA=lzpCw=@F23I}G-M^HIch&@beN;_>pzUB|kD ze?|YG_&mmQOnxz2j|&v*2K3l6$^_)+Ew(p?P4K=n)(-ncNIz@OBz+?c=lh5r><{Ek z^bn?cwLtNc?n!gAt3V&>qmt57-KNpK;Jhc&t0dT;VVd6^{G&L&3K*`({DfhMU)aBr z>Ap4b9vKk-P~Vk&0>9cl=?L?qcEnsimEKJ3xMfZn=mXl5@+qAho!t}J{k4J)O*03l z-5Ch-wC7z7&@YZ(0>Usp z@|!TkOT=oy{l8ePiwAne`G7!ed#6FF&N{5VBT)Mlu&mFdX+R&!v!nl}{nFv*($=)(A43W8`q@|DV72^!}=c&d@*3R|7HlbDST;DgT2PP`spe zw!Rl=##UU5X~<{)UlC~L`@VQ56#c&)`9~P?6|`?ST6INlNGi8)tto3aKbW?dod*zT zt$%XfVCO{sK4CbYhx64curo@LJIKDrA?WURqAK-53+%U}J@im0R7=Wq0{au6R}c{9 z{+clOd!&c8(|sp`9$9$?^JaG=D|*pF6VznCv*tL&aP-efYIKSz7lHrp&1 zR(hY?J7JJ7(!(&-?*!USK|RfEjM)E^7>4t%I6v*SIc~vO*<41T?)W)$V?04Y&8GcLS>rC$V zH`Dti+-HUUjWDY>2y|R}*7>-5Kz@ky5{CK$&R6GT<-8;P{5b!5Ngmwk{I?(I7mnY{ z_-$x{%Vl_et$03!K|a3!VyLfUK1%H{zIgvaz@E1!`yJzV@1$iNTz1|vy ztnm+k_=En2FvPQV?d*OLfv(cN#Qj?~0R7_ikU-b`Ri8bH2UvZBVW_tve{~;SIv3aJ z2aJdF*E6W91?SVfoU)oVVd+p)q6{4e%T818pMe(V42(dYZIo*+N$&%m}| zzxt>+9&ZiJwXSrlKg;cfFz5?DZ#dIOW%G~uV4tY33@;-78{Qi<=I8B=@I1En9-MtP z|LPQ&5AuUB#5cl2yZjXnEChM=63eGIVyIUm{e_ik$3LfE$++QugurNS4-@h21$Mr3>bAQF& zr~8ov#v3L5B3}37{=h`8wcpM>~;@*~XsTmRo}k&CW|1AkFp26&q1UP}^v-yZor;Mya_8Jkm}K7jO^ z&N|%^`|LZUf)SocFHhbSaU)JcX1oQs`O>2AoXW%VgL-QFpG44{oDGr=} z1Iu3xJvi7A{IRZBo`m6kJM^av)A!^A42Kba2leSS)!i+a$9smEe;DL$6qu-W3F05} zYtR}4ml7+*4mxDdgLZod-chjS{59{OwA4&N9`pzKNf`Kp@0;6Oyqnc!96XQqK$yn| z!r)I){^rZ)4jsE#0_qQa#q%Q!^=2KtWvgJFH5f3QvIu|2+d?EIc!@E?E0 zg}-H#o9X=_Gxo*&NGj&}CP|QDz4!1TBndAxU zW$fQ#_|oFr?^|JfeBUCZ^M-qeQo#QqeHI6M{E-Nd0DHmqVeb1gjZzvw|4^TY`82=( zGpH-@huW9cSjp@3h5w(Se;QVlQg-1=SFZ2F>XK9jca7!oXZR%3(uvI#+#ZLo7(DDi zu`0x4l;7}X+2WY+6JYO{Z!^sNEyGM-hyOj+KRR4=-VE~>!cdRE{F5-OpU_{hcG?dY zuy(rtLNKE1*t71p9AW=$otS?NyWxEmtR3=M)JN9tMB@{Nc!~5goQV4q?0v8oalMse z52BBrhj@bWVExm5ckFr4XXMuicj1}jId`BQi}D>2amM|?169?ptiAZw;hGA6;5YJT z#OretQt$Zi^)JIzzZWpf>4@b%k?e#n58u)iy-w}rX(Vj-`pQ$ePe%nzt&o6C*76C8=v=c&BF9-?yttz+gQ~t)d!66 ziZJLu+7n?oUyOKyS%;F;LS3K_oe=%8&kW;i|&8N@vUQ{5`RqS4*Wv?S)cJTw*6QH`5pFe<1FVP z9KHhbL7b1xESr*3UdQ455z5zQpWVf_>hmBUe1D?p!skOai{c}`KXLn`7q<(1VLrNI zdz+Xsb7tyn0q8Hr)Ai{V<y`!S|Y({!F@4 zQc!wr2b_<<`PiK?``LHWJGfsL=Svvmi~MHo<-|X`GP9A^OU*&wP(Jn&)iWBqe}Z^r zE}kD@IB$yalVP?WVBck8W6;LIJiZX-`b=0UiRiOm=WOVA%?0Y~NU#0thoK&qU$XsH z!Q_t1zDzqSy001Oog5Hy?X;9S*VoB~PN{RgzEzk>?@#eNB&{+{lpo^rQ(ktgwl9u? z{>1yi0>aAkiTuX=JA$cx_?>V zY|=yOW9KA@56GYC0sZ|V4g|vgSqZ1i^=P{A8qPCde4Jk1bholfluseO(`%-U-ti!c z*E3x@t=?KwKM&6P;rlLjk0!;&7;yb`i78Dwn>HWvbIjjdG8=<+BnCpgf3jGg7^eF! z1%yF=F`lsY<&(8r~-&@X(NMeEw(|{J#<9 z;bE7lJno`5=sV&0+Y7Fx&w=#>+P4Q{E-#N2+F$z>slfThsp9!DOy4UL5Qh0;e#zSB zlKwJG_kRgI8n&&qv#NsgBsiX@ilkMSBflX3ME(7nq+B27iL~ zL74sDOu*V%{PeU}v2e8x=J}K7y4QDBr&#m)17WZ?8tnp;1eao;q=^tS}fA9MZvFU$=VDBiO`5Tun zn_?3H`h@bC|6oXod%z5cx5zJ_)B_ujZ5MrS7yS{#{$!sF(|x4^pCb7KtFGw7`UCaf zSNp#whxgV2zp;PcBhj5E9q0@B4z(kO`Qdzhvx}md;!}8i*>6ZiYr!MY`8=f8@1la+ z=U=%z|Me^VWHV}PJ;)3DTd;dlVqVZhIB$piAq?|H`4NWka6W{gzR?at{R8LE-mfQp zUvT|XC-rBO;C*m}JnNbS!Lw@+H zF09k@v{j(zo=L4SoP*@us+B5u_&=@z>M>?kS|a> zVdn1^&ng=)`@0gp=Y#z%-r1UJ`}`5e2mQg~jGe{3e)+-ox=@~r&nyl%{uBfLNqk?u zVDXtK>67N_us%V4Exx;VpzXR`UY{il^Fex+sLK`SCpYqZYf0Z9Z>)V^aDTVN+A4Ed z2XAgKORnC0QQ~?KfL;u*mbcC$=5=URvIEJ%5-%qHM27Y7wTAJJOepcXpzJI(-T2eJD zzaz*O^W$Yx1K;=jHXPQMC@+Q=(EH1h8%%UHx&r;!-?C@2akn2$;`A-6wz4ZKn92R; zvZe;xb@%gNJe*IEZSBEhS!4M6An5p&FVBZKz=JM(xCsTiVX`HmAaWmJ@b ze$+R@5D#(w%acNlYA+~4zK=M#*B7<@0%@QR{Uu@8|3Ur+FKwIHrr`$dI9~9}y2VeH ze3HGxaBIHs$<%!C?->7r2_GW;CJgjre<3=O&RrLLgn9znS4jB9qSz?W_jfJD{+cl4 zr#kI0%SS@C+BOZCpA63%@@XpU z4`cs?p`M8RVVKS%3kX9z#`zP5{n>VyufJE`99=&zK9H~PS7}c?uH_!1x={L|m>$9) z-#6`WriA^!7~;FtzZm#G`d`fXOZ|brME4<&Y(2R~CSqA$7f-Nne11*y#l2=v*TVb|uN|M}?0rIXejV$1Yp-na zFY`G)1on#jSf?IxAZ*ko&M(4{k5K!3HR+WWv*7>6 z*#Elq%lv+(`hvY#i}i^x_?HQYlP{)E+q0494-sAKPw(&S2ltuc`w{N;Ze8~M0Qn(5 zBBC;Le(1G1#VK z>kj-t|GPoZ^tRD$6pTMnOfO-`_pv_D+Sz_9!)!grp5IRLV0bUlM;QM9kNQEFpV!z> zc>C$|mVsdJIKPd$iBoFMjfL@1z8kIUhE*C*fqsk9M`{-Y`Gxk6~8N-E>;XWofZC{QpTuJpav#6`2;v?;xK+{%^K@_jU3% z$ZClG&CabYzH6Vud@w&D4EBKjlQ8HPy-&|;l6+Y^TQ6>oJJ5T@n%R86f-syD|6 zb(~`5b6w#Pod+Nc{u;+;?bW2;gn=KJ&$0FvqK`1}2l>s~>HkuKEq$YUJHGk`@fP)Q zOT7H{UT4gCez4`zuP$Dbi-2C__m*ba+m=NyV7*JY^><1AxJae*q;HX3!epf{n}L1f zd?GcL%AFB-g1w?VB6W=tO&wx^->4svL54raE02Zs62@!7s?|g_Fv?ij2N{u$@HwYFbba(V>&zKdYnsDdGrPm2C8Zzh&MVOT$5 zy^b)Pw?O%_=h=CjZO39>X}+@ndq@9781gq9pD@S^=f7RHSFaFYC6bfIp=1E3_Lde3roZUewR+wY`ro zU-Jp{VUBqIghAi2UclNj8GZOX#M5@~gMY&Qqq^pwOEv2c{6l>p%;g_7OW|^Dl0SU! zjM|^s`u+XZ1MD658=?r){r!R+J-3GBN?zmox5L$@*>Q|whjj8^I}$H?pS-8b{U2fA zAJVgoe?c=bpP~Qd0AIy>;hN9UtMZ5?((b4E1Y#KHA`|aJ;DnujfVIeOJ>X zQS`k?Q?Y!a-*?wHk{1168tX05A3Mday%x#+V{~)c`Jlgc5N~zydBU^EKTtdPEA;=n zhTN?lKXo$vp9tkm7}hJ8&l84!2jcu0X6N77`wm2Z%#j5eUvxV_d_;SWIb;4f$yjth z6TZK@qt=bYq0{;KyWR6XJ6l?>fqa14*Y@#W{IU)9n~)#7_uF?{_A3?a>AZM8gn|DS z|6;JezW-u~p9bwP{U1m`??b+c>u=US-5(^_oo4&?VfX()|8e|1lA8Y&2ke3UH>7XR zvd7AX%SJ;x`X`2&{_oi(eITcD3CJJyZ%=l3blF%dsE6u_>0x*w?N9D$d!OLz&=us1 z{s7J~&1~)?@>lr&UX}b|o1NZp``#;@)KaFq7S?anUKPFT^H+JWAEb9LVu(-F{w?xp zWTP77b4YKj;P9X0cmIR)9w?vK(b5}N)|K;kxv%reo5RmffbR?8d8~bXr$5%-V*%$` z+F{5)QD0cQ2klQ227N^PVwkNz_N}k|-os=)=r_{0FY(mX>jS4iK7#ZU=K0ya+m>f1 z=y>z}s5nWP*ZKLSaJ~TFk5lFXw&ZLb->RU% z_VePl+Y~ms4FP(P-u;S}YUd>^d)XOmmBZ23F_fU55w#{{vo}{Evna&A%8@E6XyDJXkJw5=8tze zgp#}uk2F`cx=_H^(}!nd>t1LQ-8YQ%9nNYzY#Q1M<0F5QhUu5xb{-)qFS%H3?}Xud zlX?GQ$gkS9!}ufHwX^+7dLQBs>K|c{Z#xY66wa4Dui2g+@GnH)G~ICZ>ED5VdLJ>o zkL}6A*Xbo2=cq9IOtu;}^~mXEygrj$Y~i*2SH0YQ;(to?F}-=!6_7vS`$wAHGG({s zg8xSO9QhU9|LCnDu)l-yO?4NXTw16A`i<+6RPV7*@7lfvjP$4aWe@+jG>PXgshev8 z!?IQYy|_MPnC&kRhVf7z3G;ZJniQ&jc~~*n3(A`?_jgAnmaH1({|WK~Tpu1y-f1^X z^BwRD{r#~X-<~y_N`O8iy~lJTBV$81fPcjK92;-H(=q%A_rL#HdykJlHCApeJ^x>1 z`Pzns^+3P5Sib)~?EPiQQ~_^SPV<;(7m6{HP2 zW%V#|wOl8XUz(l7l{;x`V80I6YlJ}`u|LAR9>Xx(|6uPoQh(_?)h{ZX)rNe?QA{tx z^#52v`jKZIGvh_)y~klYVi*tkm45t57uRu~GEvmuiNI487fvekcuJVB&rd`>$~|47 z1pN&b_eU7UNBd%!?#~sRNRIoKy?T>s8tcE+VMclEMvy1UC&TC3FTI~K5Z{o$8Mh*r zX#TfTCQ5FLxPOKtBxbk6M=0N+cGxd%_dd55YUlcyajz(K-0@eSfB1hR!tgxupJBTH zT0j`$C&mxLV1HnqlV>)~53C7;d=>RO(_*S+Ot2G|XXc8qI|~X$ z_s!t@ggL#L`=!JQ<9HZTVJa9Qrj%>cQ{_QQQ$I* z^^qVyoG)SSPYDBk*nhTdk8HCNHA!XmKH&~De`@FXM0SF;+!py2JlOz?81ee@=^6JYyin=|<0#k01Hc>KyKdE9b)q6yD`2(#~N z3J8OLMgB9qm&Ru}k@%m}7P)Xky(QF7P#(F%9l8cS^5*uCdnDSwTdW$-&vSFf&C9OX z3-Jl%nOj|2B>!b7_fNU6wkzD|cuj%6e<{d)-Kl0>Ru#w>`Frm4nhgEz=3p;KA7LI} z@`j~rnwp5tr(=8G%%`uzEMM{bE-z@xC1crA$j^1f{LXu$E7-kGjq7{9;9I9H=kcY_29qIUllxG+TF-*owB=Zm6#sF zDkd^M|KbiQQv2KCH?V^PKLL9_QwrA~guy>7Y1jTqV#L1~8$;M;;xZrg_)j(Hyu)jIjKVdyK9%9f>^ylZzAGS`|;Q{^w>qqBDK9#BJEf4t< z#^>`6`e&~jdVoEmzMY>tdUzK%Z-`ffQ-U7L*yZzaqEv z)gGN>pk9jeVVM0tv}j&x>Cy`}JpL60>O9F_r49CFA?6QZ@c(-4F#A6awe$bm6y3Ny z%UiWK=r{WRi%YItysaU+j~Dqz803faUc44iA>(!j*2j20@?u-nq~_qRQ13wcFAXr= zbF#+^xc>|JO_=NFr8T{jY-Ue@^SePLVoyzGcmaU!q^}q(mN02_k zz(15%vD&h!&$X>Uekh+}zpnYKEpBjoExzY{Z0oK<@HfbR!Z1I2ztUmT^WJvybRU)A z@>p}<9+vVzFZOr2NGW7xnLhVlm+x;eRGZO(<0}fAOti0c=k=zmQ^z~TG`7I{3Hfn# zf0^^TF86^RBe6WL-cL&L*tm%QAMu*b+0b_yRWKjS53V`d9P9Y}5zGhYd+ngrseyJq zRV!Hgu@SBjH^+fI==qOh$IWp))lT0hJAm}9 zRP)|sZ66`z=NSJ8^Zjjx7tnl5wO@?SO@Z|v=~LfeLOaq&82U$j zBP{o({qwwDST=It>Z6%DFn^RsncuPB&*DV?FG7Ca?zboTO{zWQ3uu40N7Xi+c%IMW zpcJCF3`?)ii?=XIau zU1+?!Z-+jbSXvAJKSF-p`)< z=KH(l8=p;FBx4BoNuj=$-`o9r>cr_%(+J7Y&FAuXqw;Dd(4E9LvKeg9P zx+uC|Z?)KdA0h_*Xx9$>$N4?d*O+zme5hOuwG-z3KbmhR_gqT_);BocN1F`tT5MiJ zJi&aQFz5sJ_jrKB+7C-UK>zssAEJx}+C#k=-92>Ock`=?2&a}2)=p+C%b z2m`+{pJ6zW`hVs=;Jr}kIy{f|@a(eL$?R3LAs%CX{p@{f6E)pAA-llTMtLH}Jjd#lFZ2w7Oq(EEhxdrE@J&<{E{OmBld;(RMZ8;iH@?k3Of z1E@@xJ5{Glp8FHRe0^Sd{)bMt;3wcuP+knP{H5}~+sfa)es<6y|5sVjni&6C4e}|X zr>5hidao+b|8|(i_ZJHC6DJ!bLjHmJ@?ucTo!rxlK%U4yhUXCdFZTZTHAG4s&Z{Fo zUgQsXILWD&$JZAR$~{Mp6Rig@e`MI7#(z0rK`qMvj1bej=%a<_J zQ!zg!4E5A@&-42fUal1$|808#_>1$al3O!>-f2;N8ts8F*Uzd0nIZKT<$1ljDs6u2 zNjX1Ynj2lFGskY8XtVwmk0 zSO4Dg(rI`$ypQ_xYJTW0%NP?`cHZ!{o!Qz2)|)uJZ!A|x|CAQ}KiN>sAHuxeMi}}- zdAx~AAGN;H81&x(pGOS(-?trR^~^U()o~G7qVv6;kWz{)XD6fo94|+aX?K|AZmlA$_c!$&ae74|UdA(u=0QfOvuJb@43$%Qd@#exN?qCHX0R znQ{i~4g0G%eS6~8*h)BWgY}yRgMG!81;Z5|lYAO1rpY|d9|Zb=>(d6yJv;4pI`RMO zHMq|;v@GZY{6u*+6nejVwr>LH2aeyU;QaOD2swyH$gf8G=E^tYMBjIz_N{Y9XBbQJ z_}RGoVVTQ^2HyU$UytF&mBuh0+VdyVKJgX`S0Vqw@fh}@{upNY*QZrAra$ug!ulHZ z<+HtO!Qzl*%9BYxpXWq`-+1&4zQ2O@P8jBk{2~nZ6C%Bzm;JP{EuIelPsI6r4k<2^ z_if|;yU8(mb8OXio-Z{eB^K{D{Rr*o4;em0{+2M;KZaR-uc>6`#OJ>*bAR1*w>4#? z$xfahG0fuEm)SN0Mn9D%M%l7<<^3|6aM>X@s7y@LH_MA+t2-`b~SSSdwt~| z#J_LLuGy=cSA_Kvjz<{I6Cr=UMHtS}3VsFhMtYl#s@}|YT&T$YztcQAEH|uj3+M;6 zPs)3`=CL%)2lctx;r{%7G(J7g{@>BuI7CzLNI29_(OwAi^NNIdKKcENYG0?m4T{YF zFihW568vz@I?(cJDvz%}=F4n9x%)nk4?n^bFRi$l$m@xOVZNA86PAo7{r_>cC~Ncx z(S6}a|Br&aFPGjKfWDyoe*RYXHkHhR{UEfrUm1{(l|a(EXa6=>9;|r(dUx&iqy#!1e3b^%?zt4vz-; z(({D1S%0O^wg+kL0eK=ne-XB)=YMxTv8zC7DfEZ*|Gp(vv`Td~=nvBK`+nzB!;&WP z{m>TUj}NPzw}HPy|J*WZgw{yYa#&yC`z_P=>YnW=y6+#~Z}Ik$uDad<`V-&xDj*E; z4f8R=VBhU9UvIE>rr#~mOFHq5mh$>j#AS`tz@$MTGH;VtICc^ui#P%nY2>U)W@Q@JdA%wqzlP*7?S~z9f|HTYRzO@dZrZgwpSWq%$pVL%c=$ z3A1>|+Mzy=<4J$}q9to?$^P#ql(9Vgpt!FKoxm^bPv&UJs#nU9pnqcjCX{*q_H@M4Y2XjV>ouXQ!szv-4@LVcVtW?KF4J1y z_U^uvE6ta%#7p9@Y=W^;_^&abzu3QQYUaB9?F&KQ#rcR(_VmS7rMp|<|0Bp>hHs&L z3T4kOF%NAtf%6k6FWHA<3ilq~Cv~5&!s>?QQL;WjkGS3_RM_^!YNbF0<|o#7p~C&G zr|f5HyG`VTmGSXb#cu16S#_=5V&+Fz0UIPka=ea*FLBKzxr}Mu1VL#HE6zTgi!p?_o z+--DM1pg^s&od15O&nicy3?6S(+;zEDpVgkL4U&K2w3lwx^?`!AqdYVQpTC&VM}yTT zgc=i;ZX9d8M(Hto-tB$ttgQv$KTy6Jh~a(e&s+6mf!Yh0AB`U^QD1(?2+oHPjvI2K zmrE7sySRQJ)F8Z^wZAFYTTwWJ)r*9h63L$wj?aO3j_+&g3$E4}?F0Qmf5Pxd(s#`n zkDi`rUIy{URBT@iFK5qVJNrMOklJDWLH!qOjsmoHkht;syFctqwa~ z*6-{H`iAq@x>&Y!_bp49KfbT^HtFxD9SdQ8h`R^%w)D=lhk69gmoSU3!tUR@F6nnJ zf&1$oon+0s6^ricM0xbkei1&uA`|inq=#XuhYNcM3vZm!`mK1D{9VtUs~&icwpQ>X zdGxeu{^UmwCY>YZH({A0QrrH;lCe^#|I`lOlbzSDJxapz zUkv;h@Gk~^?)xv6Nx<`+LN>lV=HDFCc{+w!KF=`d6Y_)JXZ3WUQ0?8B(S})SBS?Ni z!%?S{x<>&&P~U_WqqbQW4CVSRd^mWVi^mCwZ)pEI6E~)=u00R?Eyy3jGDnEtI;)?x z&FH%p>;w6)6QUX&~uGFN+vM z{oYGtB8fhRBdCAEY<(~6J2!5-R7Ls+PF@vUL(}~U2(Lu??Y}sdRYc8L$u0a zzStkbv|beIYuXeSjVx#Pg9-HmMxUGe%wG8@&Cft7*>bMeb?6WE%fL3#{+91Cm@oEc z5Zu~1xYJTNuiG9wkpDLb={xCo5&vGI(BOkhV#~$z;NS6i!|t&Hh2kqbe=-~&`7+>I z2gnyOJ{Vq@ZMb2~1*mu7^S!G!t@&1cOl=9#XEeD*bHkplJbyFV<>znG;XBk5G5++i zd7>{V;S2hJ^6nGp&^5}@miy;EPws?&ZnlAZ8T;>3VP)VVwLytAT7iEHpm!uDWsfKDHhf z8vnQ7cQ+KkACWu>gFT`C5(a*?$5E{R)&<%lYA=KQ(Vv+ZT^RBA(LA_62lc~b_LEuB zXD{)5!DRK2WuvC1g8Xnkgjs!2X!5}=vf4!+*2A`9f55O4?!WSOd;C8S!(iW-AJOxW z-(h~#Pkp9xan3i`uSWX&?QSc*wKtU8XTQC!>MLff0gUwbHhFN3J)*TNJ>h;}%+Clz{*C>a&YrixqjNgc8*sft82FF$nUy^5KcPt#_NS1(flo`C z41?Z+ed2h7qDj(BC`^n<9b%qeXal9d^ha5Yc8UWw7ZHM{#YDjj&O8He+c{~_$d5@Ij7CV&@l%EWF_hrm^ z#a!6m$MJ@a{t|8|C&~5MLNP7YC;boD8`=ZI>SS+(p+UpFgFQ6i^N2y8O8&*Fe&p{gupR0xC{My{zd*=v5bHg?SBY|OCCMA!?FzIkNh5P z?j}@NpajpOy$!D$reT_!&dv)7N7&A-$d4(4@g|GsLm2oe-ainInE%?)t0)2d^Kfzd z$lm?0ZlAcA&xbJEe-^TKs`m&-20j@v?y@Mpi1&|#qa5ZXoq0YU#zX#&a{2o7{q&RU zdoIFJL4k{h1$~liBl<^GET}TCI0pUzQy&D!Gpp$Mn8)qL}AHW8d6wY}qQh zZwT{c%dW5gc6+7|_K)Kc275<-TV`hUf7r#BuQx1jty(cI#1ramIDgAqCr;%|e+cqH z|7qD$>waKE1H>!j$2iG#e%h8gkdGq$<20Y13r=)}e7!xU`nz!4W9==;IgV_9NI34( zpcg?2YCPVJFWhSGVl2nkH{-t^pD?b|9j+e})Mm-f-}_CjipHN{8u&WB`~^D?Dr7i= z+O5=Y7C38t1pdqw>jPo17qovXs}m+&=9F;$SS37~(IYt<#zTHtl}}z~<|w)^4CiZA zQ8%`2l_9ThSv5&W>irO%4@7=iuQdLt*h6$*J@#*XA;@i4-T|;bf zc^iZDCo7BffIgJhL`S3Ec?zaHUm^_h#_=b*XRMOfC}!tJg|<`NeB+Yfvnn*6t!vV> zn=`E-Uo#ZX*EUeb?1bD{I4_3&hGF_%kT_B#XJz|iT_&kP?VY*L-W4f<{VbC|^ zKRplr5&NG!PcF@=z#r%#>?`dauwRAygULy)W1HOnzKDUI|E6v8l1+Ob5Bd2{F@G4YC;vzo=)wGeFz7$# zKhqj!-cTG-%IE9YS?`d3W)SGh7;%3Lv;5OB^v&=`{*T%D4I#sm+o7{&d9roB3+hhpi>+xPH3^R(&_P>&e$+uA4?r3HW*m`~mWdF!*a6-*xW~vsVg{ zaQ`dP>)N1}C)g69HkhzmvDR@L`M-R9Fl%b!i`YO(9)D-WH*Ywmcpc=4{F-%ka^ugE zB*?D`=k3erwr(cGBb@&%#N0o)+q6kJHCpg`u6y~VN zZ_H);D?-l;ss>%|j_2{oYux2d@0&M5{$VJdFT+mwe`Xxfb3^V;F4CgIye8RAP zL-~3+evQ7I?*#R3YTt1)*tTgR#2@q*UWgT#{(2of9`jpYlwaWUv+vi>PM3bH7)13P zhF1`M47-zj7+yu=&vBRA(QjTc$Oq|}d!YC9?{gENfARSrAz{#O^xq7#dKJTTA25IZ z4e8t5r-ptz>P6>oaXxd~F5Pf0s|EYU@w_ce#!Q>5&hBdwdWRcF6>d8M`#)H}Ck*)n z#yf`T|5`%ti8R5Lt-p2%PCE$+e5e8lRuf-9p)q z^G5+caD7Xd*Kd5D=9Ffy-3=J^-M2&bIoTgF^0j1tzCE|Oo(h@A^G)BK_I>`WNR#eD z^iPCgy^Q+m`?r3=?Co#id>HS)}s_!$3VZJ!t zg62o1)3_Q$XjL`e7v2}AzduN~ekq4zI_ zr!oJf=fNMK{Mq}OE9wS<8G!RP(QxJ(F1EmHnY@zFo8wykoav@-3F3;nB#m6GK$q#URoLm2pv z@szME{eO!+5BiSw$KGf455nM&P+qLRnu`U5WHu3D9S z1Tf}Dg!y`Hk$FtQd--NwUs<&5W!-Nj(f8|7{}#(%UhJ|#jn~5#mnzR)=^p~Zr>8{_sDO;FdoLEB_|3Wg^de> zctP!mLEgw;*3RnXgkgTjza_=@hTgp>3;!2EegvvEOUd5rr@+=ff&Gde3f0bX{}H(B z+>~>%qWcDs-oWz%b*!AT;r>6I|59~tkCDBCp}voJ+3c{EgjIWZd|&otZ13fF7xQ=% zboaae#lt;ee`286eh4d^Ao`Z~%eLM5V>$Qd!LCYc&;5P}|KGs*1+P3h^4HzhP>;cU zlQ6{Fb{P19{vdd5$1X(%qVv|h#p4CXhV{N-cOKTO#)$t@b{_SvUL}?MU&x5!vg8@_ zARgfRA<;{^J^C&BemRaG@;*(tL8cAj0rDfHPOEN6xafP5Xn%ykzhe7}xHBbd-v0;w z4{_)uWoxGcgJ8cCh;La&|NJlKH(hukZ!5(P5-=oX*HB#7p-@;Xcvi3U|8NvB;%;#1O zD;sC1aS!}6>i;UQfZ4Cp3t@eS{9g6+PMYhgFz|mkzt#P2pIGcr&g-SCgH4VvEIJAL zfci_A`~Niq-9k4=b>#e9bE;z8tvBPq-{SlkX8a(`^S8CVMq2!o5q*CV$6ssMlpXDy z!}E2*u%2z#4*Jy&!+cO4^gPcO*XFG1bTai2$Oq@oFss)P=J{Wk;Bc*G=^pOy2t&Ss z{0y_auJbNB2J{KX3oBGzaXvtFA0@TluU|hRdl=YDAF;f{5Cc7^kAz`8jP@J$E~VSU z&t{~7;q~Sk17k1fE1V*Kygsxw)bE%hJdgZZA3b8*h+kv* zdT{-zH`BE{y@Gg#{90dlYWS9`4S@6Gdd zhO6oQO-EHEdwIMBdqVmN^Yz%~>960<_~6FQD+@QDC?DtlAz0p+69Q7K499c|<@|Q4Qj}nIcChUK!U(lbwV`V$&F#NZ4 zXv;%+uve__Zbc0K3He7D&M)Ekg!%s5wrQQM*LB_i`~TSgw!Ip53iZz5uhD;PyYq13 z0(*Oy54LYlGR?ETs{r>Qp+DSS^jjfdgXsTidSd&H>NmUliKyM&KSen{dKYdr3g(0Q zL73YMVW>|dKce30sLmWG`rOOe8~g^&$Dlvk;c?>P;(3dJf5`70kH0jg%oqLt5y#)@6&{f?NrKyNv`mrD zd$lgG-oW)*boUaM7~dm2Uyt6O@#T_Lq!e2ZM}NNV7T;Axa*EUvF+T`%`)BR3WY4=! zPI%TYP?SHQKOzkN744O^Gk-^z#}mS!A81bu>oJ^V-Ewc{G@dW+LJand^4#@6Z%kRl zaef{s#&DEx!5|y%-($un?@wwg1${yO#_X$gjh$Eq`7r7eVeqfmUrbzpLSFZy>^#3P z=36%hozVt-|9Q7l|MCP+(f1wk`8}rA(UH=k?{A|06NY@aT|49#=>PV-b7|8a+ays- z`au}t0X>iHAV1{C-lYu(CtTYB^dP+qv-RNKn2stZj(+3$$lh4pZJr$$^ZapdM%K9Z zcM|yd$ykXyJ0|%(0D7@M!hF85oepO$P)LIM+6=M$8FnZAV%U@Dja?t7-*j4Z-y7;9 zVHgkj!P?pWJz;(xk+rk)L9v@Q&DWH5RUOXyKTulPRM&y~+t@0l)SWvj!G4fGvGqce zUtOnwe?ooRrxg!hIRC@*4TkrT{0U24ruX;FY<-$7Ez9%aePK;)KS8;ezV1uEspMPU z7yKK_XJ740xm`WRK>mpSDXyQ9pZrxz@K?ysxTM}&yL?XL@pu2^63rNCAGqHJ-;Y-d zGhRB|8RU)j96$J7g=X+ckO$HqZ*6ep+327A{rHp!XNjSC;9roR2h8VpzvX-q-pBC{ zRQGF8ud3zsRKmR8c+hcM*`NuJxIaJm;djifk)rPz=Wg|Fw4IfX7PnE=o`-e@b4@Y&BhntPmrFZkdoP7 zzTXCag*aKzdRwjKks{p(DNIhxsR}-C2Kg(s-*(#e*kP+g3&|t-PVa*=r84*k`CQgN zTQ4Nno*#AZ;9U4#6vi9EGW&_Xl(k7gXY$5y|DIAjYL-v9Irt}}Kjlfz!Z<@$kU#S8 z$mNk?!xde?pQ1h_Wg@lyTPy_E3r zhxT?D;sN2yOS{O_tWxPm_LW-t(7%J73iOZtr9O*Wtsf;?|08`zg(dGL7d62874?@e z)N|2Z2=nu!N9P~5n(h(->m%eBVb0&9mCqKKKfMR>8^=4QKlskDz!=bP?4K~mAMKwo z=uf-nA>N=qvFDGr$9zBOn1k$uv;o!-uTkF_rvJ+bk1Y=~-njYz&(Hs}cz>;ntLS@q z$glqvteVoyQ{e!*{eaD3M;|A8jehkY0_>^xYRU>AAd@!FnKDUqb^Ddph zzAzpT=I^t1wqJTYFmgoSlQjxUNncK^IMDS=Q!e;Vl;4R2v%HC0$s*t2c_cHlSqXTmT(K7VqpOn!&y(_wvp`k5)W*rB$;1Nhqx zL%hTOs2%(VVU6X%;rf~iAE^G4i5TRM_D2}*&%$~fVSfIXwKuZ4I*`CvzxV>jSkzO`sM{h{3P~Wne z_O|wUvH;>U+S{oYKBrpSdVs#Q!#w}ZR{8y{%eNqy5BfjCupY-!o~4VZP{3*z;`vGiTPqqN6R@V6R9|&cdzBUH>cse&T#`g7>Xn?>}9|fcTSh zYQR{HmnXpq%r zum3>&Lwm~AQFZwmvJuw5m`@Of`cS)e`2Qoyk3FBo`p5TGKl~3q!!YbGF08QN=M{3N zd-i>^+X}`*`R96vHd&eqc)ZFD+9>mU{0VN4gn2zG_f!3dlgb@oK12^-L4Irz=4JQJ#ds zo{`@CNsSHNJf=guLirH}`5?dZKR9N}Rd)q{f#)X(gFd7F5C;E&`azg|KSx+#w)Cgz z`d<(qaD0Z@{sm#k50D<#&dviC4Ef_>5g!irjN=u|NltB;Jq^aE{t!bw6X#3qa32NQ z4`IIlK$yoEzdWd}qU#$8 z&`0zKmp!$w7v?E~exZF{4t>2zQu-P23+H<|W@7Z72RoGw*!x*Y%~etPF#mAz{4XPh z`D6Y{7}oR1f7Z_8^W~Q79tBTBA^xKM69#`q&tp5U?@_x#3!?|yVZRaO$=d1u4B-`_ zS54%OMe+vJex-WQnwMW!ga5<%Uo}_ycq!K$=7-}G=Kn`vnC@2<5{CK$(#PJX`%Z*c zeSSFqcsL&NZ?sp!Q13zhm6(Q|?|vi+zDI!hM#+dS5B(;IzBh;C69#)kdu5pEbIF#5 z|IA9Bfxc4v=_x~ZK6wJ`6O>;GVaAV=GfIo+j7x+2L}rTRbA6RZn%cw@z)y_tgyDQW zj(>f_e4B!^hd@6v@Oi{QpZC8Q{FT|i80?GQzc*~L)tgGmEi~WK{~XP#1WEE!>AV7A zz8_P1X;){fyEO`Rr2jVs2WtM?oWtvvH_d&97fHVW|A*^4!l0i>KVkTuANn7{U=JwY zn;~jNZ)c5$dzm8Xjdy?W2W{EjqVF-H{OA$~qp2TjW7{2}@%-6H` ztGcap>U@H)r|*BQG&mV%5Bh-edtkTt{n?IIP>(|WdQfeZuN^)b>=Ebt;Pd5~YdzP( z_$aT3>h4Lq5*9-K+FPuDj}#{f-jrK`zrp?<4a&RLa<~ZIC+yj4>Cb|*Fh0iXM~Fdw zI3L2mPkKH#yGN;HKUiO*zj>^bG-y@y6JD=<9QS`*U3Xm1-}i6tArzXgcZC!pA|ezC z2_-5bDoPZUkgcqYs7T0eNCU~vNPMX56{%22RCXcyo%j2kd%ybq`Fz~_y7!!O&${#V zWsAiI@&BQ){?lIFEN6!nz<8p)K3)B=XJxgH(lb^bQ}Wd&R9qj|*Gmn~E^5>G7xv?N zN$4-VxT@DfK_C1B%D?pLFGV{uf8KuS?c(hT-Bn;dgz_kT`Bb}ppQc6~)qi%VPWxh3 z9*if_Lzv%JfA(Q$QV*pl=+9iz-?NrX=U(++Ab-I2p6^=i7w8%Z{o!~%-))y?DL)?K zDbn-&>U*1E6)GSvw2!j(#c|rdQ~CIn8I)<*TYLqK@*>RlH_Jk{TAr#r$oVPT+}L|) z)@1Of=s(I*iuVju8?40g*RtZ>-y&{!K|Y4#Q}%pB@jdy?eE+iSN2cwe@J=8vZo|9+7&a$)b` z2jToS+VhL-psR6T9&vsNgS=6GFP?2G=o&8mA3_(2d>P)&zQ=N|&*d6Fyj06Qp*{S* zeDr-YgM+id-jQFzKtIMmRz88%|6&pm^u8-!PpL3>z3^uJ81RR~B>fZS{;6WC!M-C( zMSOfJZVlb3raBYo@yGgzA)a9WRL=b`!)!gRQug4N&fo4SeI$D&4E>|N5Qgt@djT6;V!pp#S*#rQU(z6mS6Kh0 zrFDi+(>91lSpVfv(Z%eLnV_#IpO+Pt9gBhv!F&MAU)>#U{oK6?;NzdZ*w<=k!HF^r|Gy-UR z2!p<%KWF9iKPe-I+4^vm!Mja2`;|a`i~3HO`=hFTZ_1@!ICK4~Dl0QwzIYq(i}I?r zKQjB?rrxkVGDR{z413ajVZtz8I6j0y-slgirzhv9Y-+>jYt;b*6S6a^A>TxKSEv8< z>F`-#|FbfxE`1z5#N#$!FLd%dj7V@s=>Zzw&lzmydJzS%NSillakI{C)wJzsrA<){y)N@@vF3?NeH;t>i$zT4CT1 z9ACnqA4ng=OrPps9vGF~{W6R%`m=`7Nje&{2LpXbZ-Y-o z(J7ZFFn;(wVJOG`2}A$ruNwS9@?O;zgMUGNAPn`XyuAAmrP<@)y)n%98r~{a$jE#1 z?>_~^_xQ87p1uEL^l6U9rO})2OYe}LDUkg5e)t&W zL%SgVM)?xv>j7UJ|9i7*+dd_FPt)j2W`e#be+1|k>cf{aaRZXIdqe(${WHwgLkaWo zAk6pAztk=&I6JK$ykCm+d}-M-?s&=oMQ!reUzOx^j=6T>{_LxEsl@`RW|dHi-(QO| zdgi`459I?S@@9B5=_g^Be`EY14C`H}--Ka4iSlRIo$^mspWSyR4D!Nw@=dD$T)pX4 zaGnF{|E4moX|LO09-qIdcP*Q+R{WkM`a8mqkE4DOhWJb0yH4yieEt-Or#Qd;h8X-S zjt^nTr_kSg3)Nj}QgR9MJ(T~qg}y_k_^t;3i}vyD;FV&PZLwecib`ic4Ww~GZYYAod;USWIREuz+3u3HQ7&q^X+!jLZ^eGGRb`y(vR&TFyq z=hQ!8kU#pT?*p~NW3L^Bd;|F*%<~b#kbe+8Sf9@qe<+VSGCF5BKhIAX&Z8s0KL+ko z3!gog+rtmr9tU^b`(M8FWANFZs>8Iwf1&^QG4;&8FVE+5|L|k(%_86LXW{)*?Egow zUAKGfGr``d{e|l7+pg>Z`GDm8I-?(mL7#9u34=W$e}rK@guXvI{^6u>Y4E{r;ITr~9xYpwCE8v#m*S^_$*c zKPazeub~EQE)ItHit=r~V)9yUK=1cz)ueBP z6;num8BQblv@9BN;;P<3uxAOqg7n}J^IrESgS;g4FbwjN&?87MKCB&FGY|ZwM85>- zSE|R2>&5?n$8s6dj`@X8$FThnLB{-ZhS@G_&~I!{X7=yD$25{*{ZPWcAbVM5p8mAm zD)XqEusX$CLH317V$c0klt?~;?EB`(sB^*$LRwn2Qxa)rK;2Y;Vi4EEm&Gy4@3te2H3T_}b4gWoH}%H*4N zsf79x{Sp*at)>2aw`2LCpm=QRJpXI2SiT@AmVJueZfy_xh4c{y`;qt)Uf!PCQwmA< zTK;nz$P?*N+T1x&`u1G#uM+(glx-c{R;iz5>pOz--ihHo-8KNd*gj#Y)N1&$wUkM>^$Us9D%&`i}d(g&3}Q?vSC+Yb31m9ITkZ*=~lqA~HK>Y=i= z!+=ueUj)@>KenViXfN}e_*YxjId%Ho*(|>h2+PrVS3#{|L7?8e?{FRz$5-8YOm5ej z*KpoR67K}{xj#QE-i&4OP*9JWS^UdBkNF=#Lt*cO-H!4=zhpg!Vdzg1zXT0m^F?;= z&VW6kJT&fJI&SiJK49!m(@FPp>+z9q&E|EWBn4d}Z#{^bR^BIOA{vyAuoX$51I#Yr_y)Su<=fPQ~K5uXf`7 zWVGiFrYFN{X5I&klvOUZH*DQ3LHpxMK@<8xUD8G&| zhItQOi1S5kuj6*x4+kvY$U6{yoqDb59{2IDtRCr4C+~~*7rm{3{*Zo#X}we+4D!PE z2($kU37r;i*{BxS2e@Xmj^)=`` zB*$M^|K-cC40!g4P=o2_=CcAYasHhJ%P-!eBp0kN)DZkBaxMVdojtyH6?IXVoXR`WO4(mUtUsSHb z{E5M6QD$U~7Wa<^iE4LlnIysf6xKJ?v`#OQIt=|w=5GSSximh8bAF4i8i~(GW4t%~ zZ)uBm_e6-_=${EgIr48<{d(V}tEJ%YksreBe@24g+k*}2U+dU;Zox=t0Eed1xhjP#fc)z!Q_I2HcqgY+`&$jaxxe7!WuLhTL7%Oo`O z&IAt;=rh%i+#r3%YzL30CJ*ZscgWkb{Vu`eNs4{+4l8aSrsocXH9eRK_GT*aKc+v9 zx9mAl2=_5?JP1QRf#cuVsBPa@y|1(Rm(ba`^L(qe4eWlA(0S_mkfKOOwtppb(QVK# zza@U}6Xnsx{7vH0{6lQMFLc#SRR1$E9q1KF`e&Ht??Ttf>rRg7(gO2IBD`4eXEg9%+d1J`?~+JpZ>`FBlU``p^k0Q9A+gdVd=W|w@|mwKuFJVFK9cnvj@^hKDu?)t_Q>ix z6F+9J6#uq(o#**qx5d(x!Vw$DXRv;^M}s$LZ48I`E9zgj7jYYB*+jAPW`cRhrsa>{ z)pC8XI6Ae{q5Ycjez-m*5Qg<(ls{pR59&vEcZbjLhK0f-JRc`8d=2;CIi~w@96u-e zx?j%O@$ic~_)nA{!ym{$b^r5dSeb6B3Mp8(>FQD4e~?u_m&6aLt?!9g8xN*?tQKLiQTwiz%TMc82H2XtdwW> z7k(5%{K5ESwX!%lKjx9NERB~{!qZfzms6lU^xsywdWPGr#QWLkPYJ{RChEV{tKr`t z_Nj&Xi2L-qn^RZ(3-kx|i7>KNJ zf2i+$^~c{DaoQN{7y0eG*}!cCW7@;6`RLS(ZDaZ zZ@utd;4X9Ve3j}W=JC$@yJ_Nv+ zt@bdW7wPMV82D+8nSS&;_RG*GX&1x`9N&IbVFMa$+VlSV{a&wDb@V9c+g*u06IN`G z|ML_GgS}(EMHuW|vYx`qIX(RiH$NG9d=<~n`_Gj*_b@*e^bh6HKVSZRLA59NQ`DdS zmFl;Q{}aELhW2D5`}o$0)9xTIEVq$+x$ae`xnR$d^DBZ)uYGYNc9y_=&t5_=!zOs& zK(L8!Hgx=J4*49;hita~jSBvB1kU?Q&NB%Ndy_l{WUoq^Dwu%3LHY(X9vt&c^%kH1 z3_PgrP$w&XKMl)m4W?MQ@SmE2s0=tUk1d{)3g%eMe!C z%ZK`GRZ}QOeg;K7YxAztSjc6;5Bfj5k8l{#N*Urk+Vc=aCspT~pJ4Cke}+sv+t_%i8R8G>KVit9 zaD0Z`kh&1@s~yijhH1}RJwm<**f08*VS2?kiw32@dJpnH%uMaZ567)=o(IQc*wV&R zqbvS`zoPO3I*%_;wgmc69>bna{_{C90scoq^$~+TqI{?v{3+6FujXJ=Q1_UvN{KriuS|jrQ!F^72B8kex|v7G0_BMQ4H>RgEc|A+D=4D_MA z937UvpIDm-{FqAo5n=cq`Ev|gx>I?FEabPSpCi?auZ}ydrx_uAMN*$IjGtt`OJL<$ zG~Xu-{bB#CKK&0(7&&yj&gpy|uovu)FxVH;H*&h`v|p9`!9Sq92!s4^d>N+q8HAC) z&X1kBr(8uu@^Nxrs^qi35a>gFbP5>tw~~7e^9h7Of6?Eta@rqZ<&du-Jyg!^ zkJV@E)lM-6JJL2u!Ff;Acf#C0of3VXJ$q#a{7Cj^gi#|CjTKBk!uX=UA`JetRXNx% z&hM!l+LPR0VBdrOBmJzs&7`lay#(T)FpMwCZ`7_gT??;fs4Qjp#-9i7*-v4-k>62> zxqXcm2G8H)FMdxS^J~mqggE_2l*YwJHnuUsIQ~_2dF;Y;RX7D z_BVQ$?5pYbD?tCSztP8@g?MiluMc7SV?0;(Df>E}kKdR|{r3%;JCwpmADo?cc7AI; zN#(%*!}NbmftAz#o8Vl1e`|t!5VVi|jn%pIutQI6kU#2|i{g&4XW38yO_R}Xmz=e4oEtM-+JU9JT| zeZupUGJOZBzv)sPnK+3vM={*X{(&( z#X!8H@81s1D;;RT=W~->em{1Yb_L{#`sOh&__#@PKhPKSPaY+qPZiZ>!+Zhh_jo4n zR@LvF!gI=BJ?&-Zb;*3i^CO1YdKqD!pLm9P2L>h5AT8Vbx&5UNTajXUOk{@x%VT zG`44Y#UF$9JFM?@V%xIm&6C-AcfqSFO?F)TS;$|}-o4(QoHD}p9_+v1`WRt|-?+X< z82l@>kM;R{kIG@bhW5z5r~Avo6!S+K*Bkc2c`TI2)YQ=dBb*<=`VHorQ!`8g8a{W1 z`~5hc-Zl+Zv(qww9@GcIV85-(!JlG#-ciI|d-M&nS>9v%Kycou-@b?Q zU;gqBhWRD-?_1mQ-DlNOkSF%%H_gtjWuXiBFI+$Ni|JDSVqqq?KfjB=Zx4BY7UCW1 zo4;j?cU^NNkFWl{dRfAc@H@}TSRb09C24`HAm`SCBEe&Mw45GY4}2?IY=|Fcn9dk-~O z|HAQ{)n8?jqVGXvmjBO6`P`u>Mtoln<2hl7KPb;xIfd(wT@=4B+X@5y)ZX*0^(m*z zE^g!~4~ZTI|PTUW3*K_Y*`d_5shWm}N*gH@d0K=Vka$%6u6yzu+L@rO@uI1|qI zzXF$DwQ-6W3iZ*R0?&qi?OV4}t`pHa$G0XlHeoxokNObgX8dqss`x!WY%gfZcD2KX zN5DU$KPL?GM0pX0`7`p%@C@Q_uEN-{dA-E{GeUmn=1rN9zU?BkhxO%pE-p7ZL4W)1UGW$*C`!CHAOi%M^>_YN86^YP&ET2_9Sd?5Z{eiob< zw)p$D%Mj17Kf-XnrxoV<7?Koy#l<#2hVD}fA(ss|Bwlla{RpIg{-^97hxU6zd_wvb zjJ6nUQYQW%7RrM#w2$&$Fh1qN$^QLeeoXjwozI*j%Yi-@$@nfn%;Q_A;cNw283V9K zlsCh4Ut0(rVS2wyoC??*(i1weMZIO&7nN%1NJ)EyK_3SFi~0IXXvCYUOH*Tke)Kn? z+hzJ^U(r|8q46dRm5Xwxt@z938FqM=|J19~ zp+D58uoqDiMmd}WY$2hKFvKUcw{QcO@%Mf!vHw#F;fB>~R37{R{lxs6Fz6@hYxu{w zqFD)B!2e;syU;)1Y*NTq7!S;c7oINvyY*UxVw6-@Nq-BkPl|3^B@Ob&@n@LsGYAoe z`#Z&{jspHs{)FK^62@1;+@2#G_snTCbRx8e{)sTeFKjhLbD_a!C+^FQ|FP11}?0Kgk{-0oX3H^j&K8E}<%=Uu_!}#O) zG8{(jFEL5$w%}}g;0OC#;`7^~alk+Yx{oU`T+7NAmh`MieFN*)IDSh`+4d~d9{ZiPtAlzJ#Gaw1=fzUVnaj@3BIu)H(@$4AcE5f#Gt}2Zk$&UWTtxykPhd#Z!i# zlf5(ikmR-W-Iw+wE= z`UT2^VLG2DET8M1kXAVrLl+$H+O_agu zK^e+@sQ*=OMxXK9^^>pfta`ibLULX&ut(%?btm6cnL9^8|4|-m1#>x)q^>^D;TNiEB>x4Z!PQ2Qx=eBL~|3Fn^( z-;vTd`16eXX42O+x}5`h&%4d#vu1{u=cNIk*?CEUVfvr7u;y_md&QY!c>7WPR2oH5 z<)Dvd5`7~K{sa4q8W!-zU~44QM}7!HeZn!<-k zf%y#bA9cOoo!13-`Tk(k$Ls6e8wa!d0z!1#yo&uFufzT_#v_KOQhpu1)?nAYbQ_R2 z&KDVG{)6Gyq<;(xG``VqGHf+&O@{F_m+%|?&i3QOnMUA`cm0bY9w7Z|d#+j0zoG>0 zPouuBwX$^I`E3M@2kP6}<6BZXbnC?Tw+X}i2)|#~b;Y0#3S%H%Aph%nb@)2?{SEMk zXdi^3J#2s7;crI!|K0%k()T9|_x;#m1O6EO_qvv9$1mH@!u&5xLN8&^$7%m!9$#4f zT+%mIpUwBzud=B+*3J^%qeObv@1D5x2HeM__ZWorw>v~UYboRNpAFgctiLfQr;nxY1CS5yuMmd)evFTV z;XDlbV^&W0I|RZidq`dzbCoY-j6JPUWqMD-KVi)*1GFc?Y8i?+Un8vEUE1#7`XEog zR`>($udw>rj9%;y zXA$T-jz7cnKLjCW+2i?&_eMd!jrJIG;XvKcZi68I#CRL?=uh$h(E!kQl;@^4j*ns| ziT}4v*jCo{iK#h^7y6@3j)n1e)Ru$2qdsg(&XxbxHk7Z&Y|2{tcJl4rpdT0?8Fpjs zT`B6h@#QGcZ=`qAvz@&bu6_;i71vKUz56k{bb&tPhd4f)E$2VjZgPjyv-#vY@ACN{ z0i(Tac{s~Rn3@6oA$?oEY%P|$rVH}{^bdp~pU3tH!}=@M-zx7lcSLz9pI>a%cGFJ2 z?+5%*`C@qm+5f)7{1EkXYtF|5t2V^|M*ayyzDhXnRmr*0N8$W5+Gp(g;8(FTYr+2^ zJ%oW?%x_{(NpJEF&6cP4Xoc9SaTh;E`^g)y@9RR&UNATb@-P%a2iqqM z{s8IQZf4xcB+*SdlIk-YO!c=JKYt z`O5Zp9^*f*s#oqw`WQE4PH{oEPkjE$Fq3!OYMYooP1_(JM*SiT@dQ!%40|8*TShb8IUiu!f?I|^=(Jk@~U|iu|O~S zgB>wh1Kn-jf(v0zWmlJO@D`^BxwA$vyo zvHEO2PZ-vFk-lB|o=2a!=)?FSze!RrMd`kdeEyX*r)}^WopgTQHECh*+gld)=JuJC z)a9JZQF+a9>0Ajtguy>w`WM4|efhr_5$Yqg5A>qF5(a%} zg(04x{W5x3d>{<>sZjoe`F=!FWA}L-q<;Z_C_lpN{cK@(K%q^$ipT8zJYo0gtkT{c zSAczBd%No{D^9f;qQLTo6b2`g?|-w@d2(2G)m>-aQ^= zjiMs)|8uCkJaXCCyQPpn;`-kn#E{RT{p`Iv;YquvFL-{o_lZVqVBuFjAKY91MOty2 zkJN9PPwi{3sa_$s6#NI;$G%DBgEkFl2mZ95MBaoU-gf>ML%hR$ft5Q`|N9<=mln;6 zg7qAve}C7mKMq=V0{uk!5r+LP)UW+%mtFEsw}X5K`8yz;HKUKiZ?FgC=YVme#q~}P z!9P>^`bF1@jtCm`{`ZS842?H_^sF#B(El7#@T~2bHV^V0Z10f8 z%<03TdO|!$dJm1sYBFA;4EHCHf5Omz>+*!w7~&0;FZ!~-W`wlVc(Tt!D?h~SjgyA) zLiruqCMuFu)dK&5@;Y>H(ViVwHp3Nsu;`gzUp2KxU zmu+`v%aq9`O2(Hk+;=_lFP8O|UeF5flv@8U2K@;57lZ$t*a}aO8vZZl=WkelZluqI z71??aD|e>#9)>rQeZQ64EB@6M5N z=?Uv+=uZfPd{O?X?Y3Up5Zp(Z-N#6E{_;UTb_w_2sVhd0Ft1Pm`^WK5U9+vMZlyY( z?-B-kY+cUw8&i*`Z}EC+vp_MH}6nLee>Q)nOQPdo1`cT5z_m%2&XBMkbA@tLp!y;mS)boG;hvhEhr|iQeoplP9&SF5~$` zc2!^1l(@S` zcLB&3^MzApCv3*fTgL5!u*`LmSDr>>N3Y<8kdI<}d5#NLJPQth`#H#O-i6U#ldqlU z_Ii4`jfG~_M$j+p@AL|tn|`0vxxJl^S{c~G2Xwb5Uf|Aew_;_=rrTb1GvxgNYWo+SlYW%qIWc6R&m6vfa(+^H>F2r=FdjD~{Sk)z82MqCoo_jR z6wrw*v5om|rm5K=Qj_Fz`R~K7R0i9P)o5{#=K&S&zWJQGYI6 zmu;HA_YU-r<9RXv%!@$>a=>5W{ug1;XB>}d?Ha6JNNzG=Mk57!ir{J8?w`_P{9e_oip>cbIPZKCheq>i5po)!WBoh9-htW-<< z5{7&o>A7@G+RS&n4$x1yEHm|XvOl-iOATgSpBmL_+7Q2&-S(_J>tDv#k1p4J`g%CQ z7UDPZdsW&zInky7^b`H>)d+|9__yN!)#CYE!aROly-}NdDe^DKAN#-hM%q(0#P5IQ zO=Jr_7C1X@^`z+uW$FpEr@1F-wCh`1% zVHRH)ruWQ*g3X=eQ@j7q-U~{m1=xLGFXd|KBcYG5th>yzf3dWi^t@JhhE&&ovBG_d z*Yv$Y3CWW%kuZ<1g!z1lm9u<>m5(8PBCJsR|L{j9pW8*p4HZAZc#ymr zGe#(9@%M9uYyRIJE?Sui>qo{Ceh7npqJLuL%zqX>S6r64S(nGJ!apb4WOYvA`|X4w zpTKx`T{?LB#IU|#uh{?fvH7N_O9$|Hf4w-nuzLr69)E5OE;G9Ppb+9E#t*^}pHaVV z_&hiBh;riR`EIOy5g*Y1lpT3NH{0q{5^YYHXwL?9?f1|zKEDtpFZgPe7 zCe-&^9oxFxY&;11i28oZIB>e|@}4lC$M0`B4?gBmqYe9Kn7BFtWfybo#P2~DqB->@FmW2b{Cq#J_osREN{bnqmzZa*>8~4*B znb$9VI3=dzGY2@YkN%5cWBR^CT5DfH_)%C7#rRaxCeCxy%UxU_O8Q=KQ8~`d+g3ZiK2~yNta66K5BA=?*H#k-amZeB2ADt>fimu=BwU6;^Dj`)+fyGzdbN@ zZPbh34eg=6KbW%S)Zf+bKt33+9xQv+zn_`-f7_@Z54JRUooN#Y`b{|L`@E8i3NT+G z{3_)3PrGnv59RRyG3Yz?|8VJsclCW*K!0)kAI3e){qT4r+-F05d3b)Ech$wse7^O_ zJ$%XHgD7|KOULRNrCp!ULW1Nq_{QhCA5$9K5iF0H0AjkC`bK&+;`E_*$;jy zsL=P1T{43D#V$~IAS06aAHr%?(zw3C${$K){#y?I!>JYiCT0FF26>tNi$Py;zlgPe zi0qRvd+$kL_!QCi1zvuh73S97p;@82lf~r__Jhc8&I9 zVZ8kn97uCp{i*Y^zYkM=+qJ9M><@IuR_i`tVgM2-lFvL&P7glac^t`;WC0p)w1n47{zf!w0Oc?hBtAhu0oFTEzh5DS^9YWT@n?7iwa4%@h9lp|4K`E+`E`@je{CUE=sR`-@Q?JrUa%_T z@zs%VzZ=K%b#AFtgZ9e7e3Z%wv-P>xwQ&>N`%25w|15;6^4#QO zvn-)M)YqyHdQBQN3NT+r|6MJur7x;U2Yo>MBnSm;XES{@T6|+#w#I{S)T% zyLZ!7j;$&f1M@k2e}piPC-3r}7+vqv2K0-*C!9k1L*+cazsnEVF8aFw*1K^$Yl4?u zy=*!|sT;}Ty_1p6KHWbcA1o&f@^6Js5g9}|JonTrbC~(>vlK%rDU1KQ5Yo+rO$akDqmy$8I>f#vbl3V|m@(xOWL( z#qYnMJnHJtC|i$r;Q3Mgpluo+M^PPNJA{MKhm>7UGa#ow1`7(Gfy-T$NN zY~sIRK@L2y@Eh7kei}aRFHEi&1Nj5WlVMMi4`F^DoG?HC#OgEq_|(Ce8_+Wb^+=)vFMUs2x)gZ?8u-$s6)(QsJ&9xAr??bFla;knVUJ~Kh$ z{|E#BNH1ZKKk5fz@JBe_-|v{`XB|%h|AOuR5KZ`FP$PctNRYJ0@KcgE!)$+%Fn_<} zhjCC-bbBAJFF&4ljlG^x$L;4w!^$sxE$rd_BGjKoLDBrhr3Byy`)@oOo3Q-iF0eAzF$Td;xXDgVTg~YUxa1YdT&$v zzz4I!4EX$jFwlqeH-*>#m!(ytoJix*v~ro2yMY(gFI0lKj%7ZP)du0`#%_e2!lOQ`KIoh zRlZjPefa$^vr!j|hH3Kr1oB!|1_J0e)zCwj%JojphSNN!~WI%e=+=D9M>199QN-={aX(7 zcW#9! zy&F9@DnWl#zxKdwNIJjFULj@y z+#jO$USCa*?v>Bx3nCfC*ccuEE1-W^UuIZg$=N<{fj+D+bL>^O4#%~b{fT6XgMS8g z5#L{w*b~EWJ{je~%8Q6U!l0ihA6e}Sqcq~a!g)&kURGH3VB^t~aQ=YG6C0(Hod&8~ zFkCB>Cm(zR%2!DEl|>Bm=fVGC@RySHJrR`yKN9<780;O#L(XV;%f(X6x}H zxui`kM?b%Z^Yaq_B9go9wEbuPRoL&u`tsZSLjSso_tTst{SyZLk*v>%2*Y_AN&H|K z@HJ68|Pr zc#$4;aYvHUG0Z1L3blbZ!?%dw`~Z%h!Z+9c54x+u`;CYdXC=3dczX-tu_XT#DIWix zsX9{^@^2hJrRa9m?_>hl`ld*ETKtc*#i4xsm3R0S|JZKJ*3(6VVZ935W0>~CSvlKp z5-GnMGAQD2B)q?j{HsjS8>;j`ncZI%5oYmLq>?}2t?GxL@IN_}4`H^xAyO&0c3@KY ze9$i(Z^GaYP@h%qMyjuW9|H4J$@;yBF!*1Thss~))o0*;%{y@ZE+WkGSB~j_zYIhE zhxW_9cP4&Rx1^qFYn&ab-Bibw=dOYAM}9Sj zKGfOL{s_z`QGS}|zG`MZ-k}&p@^2%R+qLq+ama@y`H!eg_euRk!=6DrHj&Un82FLQ zH+Xp})z@-LyOMC~Dx1%WwA>AY&h5F#@<)+Y>B;#$57)x?*nV5J@#n*r`LX{Oh!_qc z`LvyN+4@n@R;Z8kwq1T`S?1Q4knf?q+deP(*>8mSyc^21okK>q)4k5H^*>R&s~=A~ z#$A!Cr}1c?RPgM1hRi12kk}Yj8x4~^{X&Hk;F?8VaQie9~h?iF48G- zP##}65BxF8L#JYhy+XiPuusW;zo>(0yh?Lg6U(<4X6t*R4*l;WSIV3Ke~s;T7%(+s znO7I^x7c2X1J!Q1BO}@Sd!i0C;}qSL-#|HzUq_iemiI+lxPR|xmz2D0U@6Qeu|2|k zygNpC+~4_V1DM|aeS zf_U@MKtJ-Yd+Srse|gGmeMO{OJuaioeh(N=Y!BY~G|xTOgXLEuy)GrwqT=Us`_QwG z)2~*x)C{5a^dgq@o;~LV*H68*7i>PgUk3gF{V~IIzF0(<+mBwF-RklQUts?j^+)ff z#+8;$O|aiFS>g`}13jkyVu(M;pI+T6``V?h**7}%bkoxggUBF%?I2CtQBKDF=6$H#D9kZy?K33%@sBE=gu%X0KE}HL4N-c18}tFk$9T%}y&)YR0H$)ppx@Y@ak!3r%$;T)Ka5YAG}qs+ zfc+!<-bAx+WMHpyB`c!W#BcFP?MJ)Wc?glokFUAq3*$i_P+o+&KAHx&ncIwj^TX7? zY2=tO{jR03`);DnJ>UFiHdXxpT$D%W;rSkKjZ;AWm`^bLf!Zew=N+iN<6?#0(&GEN zNN*SQZho7ySMu@c;^c5QMA?t?*X4{)vF_`1&?o%9>)O(puP)5s_R)2N>4@;D>%o4J zAHv}8vA$W4VB4%H@p~VH|2WiFKD-b4FzQFQjbF+}cCP^ci}q@+)n#4Dt>-Y_s1FR& zd2^BZ3a8nkSVOP}Y|p&n*#7GE&*A@eR39<;LoBxt**)rVax2dVEuvPRYL+?2)^kLJ zVf~-#UtN8?|924|kM6b>@=l5tT;APJuATZOHxw}T*S%SHh~vl}Adk)xdnC-(S4BPi zzu7yTRRDjA?e|!C*UtFLG&bK7_1NzJclpazJb&x)-`$NT&+n9Wk@k?Z$1tt8i+a2b zy&x*6g6}aN^{Clg+V9?fpzqjz&qXmO(`QP{8c@9L`Q9Tl#-$17J4mmk@{H9kFBG-!Z6>)e4UlEe8F;^dixo(ma+SA zqFx&3_B9>64D!eJdUbfR!+2;1kRM@>C59%Q*U8ZR6Hzb14@m!e<(YTNv6PcmVfdy& zj76yz(1-Tf>$%$Uc8|sZ#`r>5Ou2n zJ+OZ)w;Gc>*zPRcAC$)L34=W}O8RHzUvNJ_L>SipFkfMq-tS=Lpnt8} zeI5_3#%e^Cjt>BNA%9lx_e0gX?tt?em=6<%c!2U?cmm1S%0p*RATMHzz_D%Fq@y)$j-a<@^?S54;*j8;BQgBHof0OS1jHI_Dkj7 zG2IPcivNd$^bFAN)BV(`tw67>gnz=2KjQZTyFK&QyQZX>B`w*H77+&h&63n74ED0P z6%NDwUtT{0?^kksh~fi%5Aw%+gkd`0%Inj6lnlfC9rF)X-@i51r1u>}1JB0a+nwaf zdn$Kd-MFsw!=9mEUz7)7nBQXiw)5j(RDDSSe~+hmL>vDe7p4NnX6zLgMG1D<} zmpAv9gAMO(eciBvoxczb-s+h%uFo`}zk@{ngdu;B>_@Y5kQa_8l|%lD_BHtQqF4Jm zsDr(l;`fMQJaIjW%E6yW_RmEOv+-iz2NFMni#MFVyzf5Dr;$Iq1JAEH!2d&O|4n39 z`?vh;sBPen(OwC|`~~wL!tmY;(#Pu4ds3nyb9}o6CyL`6wm+n5!_8TPpTc|%{ozop zonE&lT!Zy#jAw-5{~}Z#rZw1LdIZ=5wmJFr{hTG@hT>FZxt-*ggs5f&AF-)-JW_|G)KD`zML9Rus%q*CC%i>_qH&8Sbx;Or5mGt{Xu_GK7_eFv+@trAH#IsLNv}ZJ4r!4g8YtorPW-ORlv?OhzP^{3+3yqv%b^Hrx)4(i$%_E^CvtTG8yEB z_Qx>2_sq&+{)qIka@yZw)BLq64?X{1okpFa$dspK%6;J-UQngLsMYZ`{CjJ2lRv0{z(k zxGYC2-JYA+`+=fy7yin>{O-u}vGMJ1_*{MFz~kX~o#BnI%sjcj7~eN|?TxvmAb*tS z_zA1l+bPb3_bRdd@o{Ft_cuYXUWw%smgU$byP2{3c_PAWe@QeUuVhWmX7T&mNIzlj z4<=mryZD-ZA^3l4?@IFMmG^gnzIBnl$1O^4z9|F|N;p#La8*Ogh%^{sotdsmYC zks`t%U$jStb6R7NANEJ(V86&8Ymeneu7@YtWlgn!^&PD5)@hv0g1SktTZi&@>vrZ? z$kR1&AC$^h?VU0CmiRme(&t8)wdWRdw@vNPNihGw{@nJB%8GrK&(33uCJMo|o)?P1 z{;|D@@q;%fT#JGKGhu%dZ^UlMYWT+Yzufz3g^n>y9{dV|*nH_0eAthW^q2u=;HN zK$!bC_C4DlWA)j3n&;f}O}3(w@E$hOM_A(}ji2YSmMv3+O*|fYW_gX>o1g{vXVKp< z{EPI(OL0R<h96_f*!>@o_tEaRY@hDp_V0aV|A&?ccaT5wq(adyCe;`=Pv-mJ0rH@Xk(2j5e<%WduPeqNBjqC97?S%>Po9>`e(`3cH*R<@Ds>%03Q-$H(85BHWau;Bk|6A^~_Fw!^s&ZdQ>o_SzT z*nfa*@cSK^j(q);Ftm^QA8;`5NY}&-upWv2hcI6cAk6ol0`jM6Xbw5f{+B2UbQ!F; zs^THcM^RpcK_5{*fs2ZEMw@2A{U9p8maCJk)?W+L# zit`)7ARqJxgq1wWzY}Kni$#RN-(Y|2`%|qk*gutL4^Qb)lh5^cPKn9IoyEJ9JV>4l zv-$p<$CHP7Xj#De2IgOL8p;f-JI&|wouG(3^Zcet(7!nndnOF?fyw`3n6GvJ7el^e z)(X@6tRniJ?{5-@^CGBEK`SmhJ(>Cx{13`2C~aR=OtT-XpZZ~Y_x1(kgdXSX$#b8? zjF}zX9`q0AON9CO&aJGM$#(7!<)}}D`TTU=7}L_FP9MSk@O#3b|0oZJ=h62J)A=dU zys+F;PkYC4dnc?hkocJw<9f1Ya#xTS>ifKO&r-hy-yy$3eI^X!hy2g0n$dQ`6mO6} z)(_TmFnh7Z3FL|N2hVGHc%<(IWpgQ9PbMszf%i{EtX!9Uf4=yh?^3Znpne1+hIoVe z8vG=*>$)vLz(3|cAzeN?mURA~KMh&d{cYc}YwUi4C}hR4LusD(;V+|TZy{@E6{hqR z{|^S^7h!&WBV^l@2G8ApL4T3{kc0c@e79WB^?8BRhQr0a#^6tIK1LYqAL(7tP0{g=D3A6t@h!(tF`+eN=jZlvA3_aR>B=Vvy z*gN_M!f?I<>1Q~M#y|A@*P0E!eyTrcycjN^{z9)Eja79C1pk8h4`GFPqCfQR9{)dI z#P?s&KZi*#cbU*t7W5IvJ52BVZd zb7qBj{}kz2SUqHxQoR-At0?~n8Ku3028{;$7fIS9%-0hLgZ^XxtbRu8@7a6hq6qCD zcb*6;AP?*>!gaDj%Z34<|6Qk5k??u>OPkyJ*?{#o-ZuApb^r zELyGCaoct+us76C!aRPmayEZhbb9;erFsdRo<-MN2K%>J59=G$-kpByJ_NSm@nCVp zarZCH1>m1ho`hk3jq+T4>E(vZ{14z?u>ZwZdgKKxNQU@<@*&Lks|a&>6Xx@2!mu8S z@>*in!%50c4gQ~r?JY?yR94q}3i8AJX-Qq1Q{$Gbh4bw=ev!MZ4i|r_h50?=rRwAK zw-wER^(w^6k~({CaXSwAgrh|MgjMMOW+K9ne<8nwVSf(&BP(bAkudl_S@t#9cF`_d(0{b=WzAn}rY=b0{$#n#EnnSS8OWzbNa!UD<7fUa z26>}BQaOwl##@FHC?6pV=dqApR?g%@n6IZT|NY%6$6maCL-i4Z{-Hcq$n9GmeseqA z*C1>*`t8j-Mj9_^yjIMf-WVly74{oY-&b5xkAJXsCio|+UmvBVR;CH$R+>Myzbpf7))fV}AY zgUg(ne~*HE8s)bVF}DZ8Jil6b+tE6~Ui_XU>L+1nkNT@#xM)x0VxHfw{5^C@a?Vbe z|6~8FmX+VzaO5itKK8$Q@%zC;?HBO&R$m&?V_MpB?#~GWe^`Hw_OTP=y&XY*s6T7; zYX=*rEC&9N|25r(4Bh!#`Tp{nPj-dW`lfie~7RWy$8g~A^%5tL?~vwS`G}lnrN@W z&KIujS2BN(n*jL<(oY!H&yjz^V81Bub^7U#)wiAo|D!IkKZe=)1;XHu@%wdlg~N9= zDFQ})TIbZgIWqh=*N1fhIcLfaMk=%Qxpjr#ha@~*qp+FyUstKz`C`Rvo)4|7Qfe^W zlFsvmb=4oj;s@M?{C6DELwG0a4>8wQR$qtsS-&@6gxmvsFVLnOa;6IW74GQ`-qqgh-{Y3r=%llFMAPn)jRekVhXg?cN?UtXY z4TJO1?vnlpgFOyJ+_q(y*UWD`AKhRT@Xlkt2h2~Xy>szp=4#$>eiQY3qhopGu0Kn` z9?+i==Kf*hc6Zv z@QeM&SP2(yC5zv?M|+QnRk>{0HVfv{m=80|^mkMHjIfP8Z^C&q8n<=}f9U&5d-xIai3 z;xp<$D|aXRW##n$5)mt}Bzg$*^*+LU{cwxrp_M|R0Pz|5-!j)~u2o?QAKxwe6Aspt zrGk9Wz6gVU5zd-`II;J2MMFi@^9#efId_CD(&QrHT^-JxZaY082lfVmt5bUFjNi37xgRQ z^OFBg|tzDMkS5MPLGDI^+l1eK8EFl+5g%_J71-`v_Hw; zXBX{kY`XbaPKU?$#QweyOBag&?}hy*7TO&QSY{0KH^R476Z}Ukg!v@4pZLwHJn`X0 zkU#2Ik|-?O{y{d6$4O=vRv&UuR?egPNv_p`&4ZheFCxE5E9NN0*>wht^Ebkf?_xg5 zFq>~B#m@9RJ?|-Bzf3x8W4v*yk-9l+@9dSP)3AfIfF={}f<${~M8dI3>q47Q^^p`962g>}-n+I1h&LVxPOe z%tj+ikU#RfFTmB&Ymhw9gZfUG&o}l3SH-Kyo>8XzUZQ=QhX&aDCBd=c9x%*Xe@6m9vV!M%V#%&!j2`I_#kFMf{#={t}a;;W-KjLYZ1sZk>W z4sGD}e{j?i+fnz&LOy}*69#)idJdKk@C){Gf$x#tgKrm&vN*bs&&LlfjTtm<T@nQ@8d?ji>QAqAOPxW?~HU zXQcl~kHCGa)lY#vV*MkdPMn-{q7&EmBd1AIo9BjQYXK*?Q%X z+HXoFS)q`xA^(Iyzgl6wzMpc>ajSfvy^wEWIbpCTY(G_Y&#}}X2hdlPU#h~CX(Lp; zV17d7oqC(bPWFcHQGZhjGkYKm^iX}*$y17+h4J;2R4=DO;}Ji=UNE0YJ=OKQN$g0F z7wSuzVV}QJKYl>}sNaMkzTo%~=J7tw>|x*A4nskn*k9UM)zSam)92^O(pF9A^WShC zxQ~teq^<3n(bd@o^byA=t?Oy9JpjYcl8{)YZB^Ze2D?>E{i zT2OnLPZB<8$ESmT#PP~}I?nIss;@krWPYtlH{MeM7{AZjXVBvReLB})!mwX}{bijx zllbUp6r9h%_6URjK>8VG>lLg%yKk9optmJEc{lKjd>zmp4V+B7tu z0Dp(|33GpW@=nK9a*n3Tx1A;<_Qk{bEgYZRl8-rsOBLa~5cZ$@L;3Up;TPn0 zSboYhx4Y2{@%kwGn^QegQnn`C2K_*L&6C!y1vb;5b_t4&!u3W$zM-@h4E7PMOAGMVB&<4Lf&gB;UWi95CNr$rt`7O!Y6nY14RC5Xbp*`NOx#1^Yz)65}CZ zzCTD9>>J0IF{tp^{$PJNUxNC~a6Yx4;rX{(eR!p!Gs7!}CQVu_4eK@d{gwYpXZD$J zll#vrW<~bH^MfFMp}elxyxbW3eJ%J)93Nqz2l;j7NI-t_)N*)l0@q8foO*q&aHi;d zE6(4qDt1wcH5d;2xA^^4J(noqx_Nv-;@IC{MH*=e3TZNM)*bC|tVbCA!k1*_yAibH%3JJ^SYJh*m`5wbv zi62=qZokJ^p8|Wr@3U6FT7T;8XqA(sUs;E?jM^{w1k9oGH`PB~junDD@Vs{x;r(=8 zgD}j0us>GL_A9Ps&i-Vs=mYwI_J6HN^Gb-NwbXv8U~#-44Dlu4Ukvi=`!5E6fc;Z_ zpdaV^?0W}VzhQVr`~LWOIV$Jt``2oHI*nfr?Ec zZPLbqePMZaw_6%hn~uW#9sNUgQS(aqsRy7w@-IhCXH@Nun|!^CFyuR^pE+*_uetN; zvg9NwUGaDc!+H{qm*M@CKQqksJ8$kQ9g&{=8vHTZ|IPO<=0#I(1f|E*#9?dq}prbIfz|0z-b?+9a$ zkJ)Mh{245!m*G0nPlkO+AMf~?HGLlkZ~hZ~cWRdT>m0L$`8BqGx8H<5%4#clKFu)8 z5ASYHw%+8hQBs=f-;+?yDE_L?+q-b;G4=|OBh zoQFVu-+LAmepk&K`or};hFQKw7~)a8`g}k3zUQA=x=FhHe8&Bq*|$!94+Z5-xgTFw1CM>^)`pds+mG$Jc zEXWt@KbY9~bH*55h?m&jgV&k~*9SC0K7{fn4C@i7AB1^+{GfKQ)<)A(D5vj#-xL_F zONaP@xIiu^tRc4#*c-+>!XQ8Fzrd{UwQ1})zP?d#^SyQJymH7Vkp6-{(idEBd+>Ph za6r=Jdh=L5|9$8wWB9ve4d^efCp?TfSyPcLFPBX8KCCS)>{xpp);p2@hi!uw^bLP6 zvzPe$$Y75A%(B}&A9xfp)L_riY_J#fw~wMD$E?#_3jP)4^=Q}4LEQ(9;_Io8r4?r> z?9Au;H;?tSwjduK9}laS@d+1#{vtmJ^ZC_d z)9!1cov(wuP`@90)<4h_o`&(HiS3Ut@F(tH4E8^2hnGCa`}R&-LcW9q0VPUn75?Oja59W<&_r*C)OiYvcUm71?@BVfTBf zy{C7F@#6PI4r_DwcHIW^V;p}`n1^xIs8+uIQ1ofgPs34`d_CZ4|LMI3_&D?Or}JhF zIjR-{?|Y)Wp3Pe{E%8eoKVSLmWoNTqPl7oA2=n~ASl9E@L~qgkT+9cG2du0}3`qw4 zMS6<2JQ)#o$${^ul=wz|ne!kB-VewAN>aO*9DUgj@}B`>eiH_Mpu8An_aRH}%O}lw zmjwEX_VHY;V%+Z!+j+kD+`)dr0k!9luc5v@Kbd^?wc#tsKarjn+PD55lC@U-z$y%77wphg1^G@S0<$%8QDX*e!beBESbFY3Y_P~_FnDH z@hIO zdT;;h=4%5=9^Yyv&3w5`c>!O)uc@@uSmkF5{h>c* znBH&K{$S=Ak}Xx{%CijW!zpr%xKaK)2W2`PUVQfeo!AjY-m+m zno$Yz)fU?m!z{li%;P01pF!gx%;n3<*?ms-Jks&A}d`_uWvRKiUkf ziMg^0F!G&?X>jM4<=VPCGHlLC784C7|{Qop(rjpf2f8a05zustq z*|mw&`FSS7AaB&CdiOt*c4WVV?~$JRxij~64a|l4J(bt>>-zR}&YS`I z(0&>eXNIN^{VU&0@*&Lk;~MO?<=vN$lXM|^8dly`n6OwA&Ql`&4GC{t@7@cPW9xGb zck+jIcHRy8j`D8EbBo-u%}QoD;m_j>bWK8xVZ93bCk*#hP#&M-zU?Xdx)9e?Z!})j{b#=A{*NOJub;bHc82mZLJ61lG^ph~y zFSgIh+4*~hBWe7sek|o*jWJiHMn7%<|483wobQzO-)@;16hE3IAGsN31wej}@@$&g z-}6)V6wqH&F@1!=f8+W9!@Eg;nrg-v+*cY7^9OAIOBd(;Lsk3p^FUt)HDqL;aEJTv zR8E+!Cw>{Zx9#&7L-`)m{}-3iB`b7OLH@|^FAIx9&w03kzeoKe%-1&=j$rk#yOwMo zD+T*C-eUT{AclC4{_LysV~d?B@mwFjUJL!<_o4#if%^HiAoWTX!4E_%Hcbcn4#4fbD%J1ub8(?*BxA!sdCjxPO!ZNJ?Z`qN4A4b21 zc;|`bh{3-gJyg!;OD&6QT^>Z7fbpWgBny_QmfrYZC^2MSEa4mhw-A*?Rm>JENN~ymNv7 zXm39q$0yqjoCV`Y`~P_`y*{YT4ETxq`!nIwxSD)ph$pCDgdyLc?^EKRb?aXU{tfAG zHL*wC{UJSVMf$IzjEf{geEwi%b=WiHh`)v%f`2AP*;$*opb>KhFml$UI zIe+0_@L|tXL4UCSzZEh+T95Jfhy)V4t$Wf1&p;o=`Xi9=Gke!RsweFCA(rgWB|NQ6 z^#30N5q|`PAwLqI2Vxk`?~DB#$CYS541+$1?SWyo{=zWWzj*ut$>Dw#y?WgTdldT@ zhS_}|fuzN-QLlV9!G5rKJOW9l=66qDNP;}Y{1iw|_j6ugmIm)n()WaEzk`*t^$vlg z-{te`l0^5%#Qs4bx%c{Z^Q=iywBI3+e5fAw@ZfE>A0?2iDh#}!dK&zRcz=uI7|g#J z2LDa;VSOfVRu1O@XuMyY{_8ybKIBU)k-vz+KZ@;JAc+|A6KapjY5!axC40qQut1)@ zpDmCwuQm5H*bMn2jz`MPxyg6F=zrJZ`GG)ciH~&t`1Nu%Bwwi&lP-jOUI+Fjwg-V! z_L*-l*@aoaR%!oYs#7a&GHV7JIls`zSBM9TU-i3gj-l?&YPc$o3lqa;1JVw|1$7 z^CCE2`4NJNyY?!BzUYbhMHuuO=^@P4PXr9pdN9MF|Hx1FJ+1c&(yd|Os$D^nqeLmCw2lyxSCyE37p5fL@!+g)#y8i(`n))v2s*y7|K0NQJ=h=W2gCG! z5i6HDPWDOVARqJxtUk@(1xkxf*d3Uy!~8AB5kwCwKf!QVWUtu!i@}~yzDhR_{Mp&J z2+rrCekoO)wpx2@1dI>mqoV#ew{Y$z$Oq7#Rr-W|xP5`|cMAx^{~@Wq;QgE~D>4-> z62DXq%BYSjy9em*bmBsFx)4i@39>83+Y#V z5w9OL{V>}P5_H=BT-_&iBIp;=M;P=2>vxKrq5LCmF3Vp8o#I>6)ZgesdpKT(2eA57 zPUqa+P6D~J3T{d*Us7iAU!U0M7W{C6}s^wQj+XF6hSwsyEnq5;~*X) zKf4)jnm6q7S13n&>2~&d$l~!U+4_&5TmB!pMmuGge<1zc``1sDHOPYVS4dCy<@E|Z zJF9|zqds&G&ettdQUZR7^DzNoh}TrU{&#DE-&)weLVf7I`RbU!T_<^b?Oya|*N5>u zpA`^h>%RguxfM%GeCmK7*q+)HyOF}vbrAnizX^kWB7JJx-YB_viq2;v{e&UjAivcW z9TwF|6;eUJa|E!`b~A87yTvBf%4wH;x6*q+89LCuqb&pbXbO#hP*XbihF{&{&2 z!~?32n8z!Pu`a=b6kdS5kRFYV*D{OkFK~U=*b_d<;39-kDoB)$0*MpdL`y(ChM^Oc?f#gMh52GQ-Sk^*k6x*Z>1|je*!=Cusy`k zKlVrEu>XbaX%2e1uCPN6(2M-mY)aCcx*Oi>r}6bv-E`)Wc?!FqBj`Ci{MF*2BVoRa z`qa~-hh^QD9CqJH(6epc%icQteN#a%rNmdRb)xqUvHf1c&$})-lz_fyi|Hc_{ZV<0 zr+!($TgV^Lzw|=P>F@QqP`CKAseCQ@Pr}e1jz??gtJX7yRj_`7?e$h|_MUg;Al%Qu zct*Gborf3nHVjMD9G{^0lE&LR!K^k|-Ie#(`?179*@|9pA4)vm6!dYIyWX(;2JD9- zeS~4Yg#GndZmoSPSoHr_)K|jbzr^{tfH2n|R?h54d$PNRP-8Q@A0g1*=yb#C+(*!N z@%#9)F0uU+N}>VAIQ;qxjL0^&ogh3xs z|8>%fH?&Bt1baYv==Q97^>Olb7(dQWbhS>*n|OVc;#C@tuDj)*-+{Hjzj`sfgdv~6 z_I0l|>C8%fr$FyH3JA0F76RRS%3H&~+yH-p@tiQcUyb}C4Dv?)>b`1T9{TYZ=m%mw zBj=k6vr}n4tX_3~hAz@qQWfC*IE%5Qh1Yg?Rjg zA-~i87eoGr^cjp!j-J`!H{`qG^+18a_wsK9p}0hWrNUXXW%>ENc(skNg_&z59Up^T9m-9H_OTvTx5g$QQ7jFxwvy3^ZB$ zV$VVk(0|m|fvbDWk4ehm^V5OPT*?9!27y0Cdl>lb#yO?`)Zzaj$PdHH;;TX9_CkFe z?_i}{T@q@vK^`ct!AXXj=_9g@%IeVeP4l5tcUp`n@rdrM|ucDyhC{!n zjS2dM;~BcgYL`o=3T|IRzg&JI{iqi1W1;>V4{09mx7r-WgYqW~{KWAR27l15KF^m} z`BNGn!}NZ>z}Ww-;p)@skZ&M8#;e^+5*rVIz8Ql-l>h{;`gL0KV(f7km7E8=&N(Ol$e}}){qO$bXDYic*Ff*HZ z{eHRV{14hcVRpVlV0P}3ZvC8#pdVCzf9@IM?~@>&Abn={@1)sQhw%7kRvi{=5*@_# znK1ibwZLLml)L4{qg04c|b1g4ojH=-{NKDnK9hXL)h| z^zSCIU_Zz|%RHUb>3U;9{w8915Qg~}(n}cTNBF&!OiGbtjG+RHSA@a8Ab+g1yn@%h z@?`7x0;^*NhmuqbfL^o*tA}1LX-DehX?;;(^<~7oWn*u${aS&w^5=_{PBq{^kv{7# zjtS>4#>4p`?B9BFZ0`kEQ@MUy@6T-<+G_#WCyv+pxXu*QpR#Zs0OKcNnD5|t2*Z9z zI}H9C>9_uU?e!IvVov`Ey?s(H9VNhDV>w~CFN5P5u|RWc_yTFrC(Pdnv-ji$BQELp zEc18e@*Gip{Q0Zo09bkm=lG+)=sl8l80-i0 zC!6%QcarinK|hdR3?CwX*j%=#n0xLm@Q1#CEWN1EIswLy^xJ&$J~MqnIJbYo?7oPA zVS5@sVLqOb5e0e5m%T^~L^R@zNAM^{?>j-yTNAa7{lS2NJm3t8X zSvj2-5R4hF8Rh-e9PA10am=H0GTzTx;ru7!v4+74VYfy5)u_K?n=?P(v>vH+mH0PK zb)e(N4f{dAasD?>Ey7&W{66e2V|~Jqf1y0bnO#mxi_-;vi}8^#wz`Yn}&_>2A7&l_-1Cu0h%-(b1@ z=9LXufyyvC?9cw>{ff1gZ{#}CcpcQg4K@$h2KIvajzfPvueh6^z@K1y4o2}tma*v_ zTc|yUBMYlCjgP?lCde;`Pmc9JLek~veNwhIoVeIq8(^9trvD@cj|7eh`LuiTq*ZbiQ3M>AGdn zgh)Lu-^orwO+V*Z+&@ls&Q7eeJqGQeya+>kINr(YP6S__Gz8W&(f>GhG2Axy(i^Z3 zCvpD_(|HyFVXzmp55n+&KeRW(Fh9ZZI$FLi*WW1me;Ufi(KkiEZRch7{*Yiw-_Mg5 z*lmFIgA#Fngn`~=?J)h%nbn8<1?gwsv-O23Pt*)AdWi0y=;QZ@VLuV`DJqBkLZqKC ztVbbz4AXgJ0b#bEC~)fAV^O$UFswJ?_?!|>&J|4XVEg$3r|jKLPqlV~KScVRT1SNM zOuonSi>X%TQyV&p-Vej?r*1TOIHafy`~m7K!?eFGaPF|BHO6WR*B@uk@698uCxL%K zdY!jqnLJu;$-Mny@$f!7n-95W4xYDs|3$D@l$V>MORv4TXW4mFf!l?oq(24cp*`fM+l_+(F=L!S z{@A`-u~STC!y_Iq+^PpZxi`8Af{`=7CLxAL<3Y(AfuvBu)Jq3tY*R}v${{AJjQ=3j(i zyf{9F>HL&{FxUgy7h%3$JR`Vjuba~$#-#~fIxV>a>w!&7( zZ*YBM#=VrRmuBxce;H=-B+S<*XS8m^?jlj>w`bQ{%1O7 zjH?PThj@&5)||AdpEbN7zw9sO55x37R{_IJ-w5;ZxcAKK@_FM!SWn0KEn#+EL_iqw z4W!52s&cn%=^go*v>rm3@0YnB>arrk>w+xX-*eAZ?0n%=FVHuP-?I;0Ieyw>D9^tc zrt=Yk*~g6+omUBi{brOWVXhCe^P3#+sFJXvZ82{&V^t|QT#|`Quf972F zG~e~7x7javnNIj}y5_UZBAy1iwF=)M}^hNU_?2c+_RVu5q0lv=iB4Kkk4WJUKbV^4Qzf4{tD?|D15fc$aWgUAN+oyxzlGm_k1Zj z{~;jE>0js;ULH743bFyL@7?jz`(0BN7I-@Xe=r{=4E1q8nBf%^9|=P|$9TzbO8fS}{;2)L>&JB4 zT!4PWi&lMcFdMR;+vB2e04~-e&C{(F842slQ%@hMCz(k6aN-x#q9j) z@&)t}=Rb?D?G$?4Qv&87f0yXH+UOKWz*Iuh9;BaPHvjg$ce>wQ#SV~f zBR>hldK=Zpa^Ao1*8unT@P9?Re<2{u{heRO1-k;W)w%!i^Uiww{9Q+$-}u#@bxriF z;PZ9Aj|ZkE-#!8Qfa6&{A^6X?SkM3AXg}3|q`0nANEWO|qJ8=!hJ3JHIp?SU`?Oi(9>0-^l&})hvtm@w zTRpTlf&F3pB+T9m6s-7IyV2%(CfvtEdIId$jd6Mu2mHYG6T;kI1vuWx9P9B=x`g-} zu-SD?Pc>(5?*V@j>eM^~ApW7f5N7w41S_Rl(=rEXf&4IDtkm6IocekgU%y(}cUR<~ zEr(z{xSqUn#LKL+zw&^7l;_I8+iUcWh}J8S-j$ciBtNR!!Z1V&`E6tHv&O%&!dS@Q~sWVX#l+_o^k^ z{RgJbh<6Zq}u+AE@OweDn_dxZ4m&b>!0(oLS8Mwr2?O@GJUVqK~PURBz zO6>g*LC}C@*S@d(&GV0-lv{^ikBo$T1N&n*k@^c(E0lkA`vs3D!G;3YvA-TGuzVnR zn7gj!-M_G2i~c$|b)f9mHA%33g7gHxn!NC{(=Hf4(jU^fOR&1c4z8~uT{hjg_V+pD zcYVeB%J3mtZy*fzh4Ny!E6IZ}#B-!Sq`&n0(h;$ckDfCZ2da~G2|!oJz}2EgxvUWX-f8Lo87be?<9E zIp`1i1BU6mreN*;$b`NDmhhe+_P6#+vs(UV3uq6&Undcx6=LoW@deA*HFr|Gkkcr4 zp7^<5wQB9keyc&=*#7!`Ql0Lv9|Q3U`Mv&@_1=&R{#;+zH=Y+p=6{CqPB1sW3$}W zt3dvT`mo{Gk00OvissAM-bS#)WNudtp9+_Or3# zb{25`B5{U@MDUhF{zutrx=AjLQOsRC*=2*C6Y0TZ3dt(sQ(PJ{S}6*XuMlObvjDi9t`mS$G0^*B~`lI z9P|(IwgDS@=9-v;e(H$nWjKK5AA}*FM}64lQD!hNUkc(a@^kx)vHNAe`GSALc(^?} zr}v1qRKA`WVO{Oi%iWTnABhO?U2~tkxzW_)o-yuGgyX|*xae(-P4`2;>X=&{F5QLlsptxgg~KMFg!2zrzSAi1>idWz?7dFG&PlWG z{&(G*=f8wuyx9NFdxBZAuxNAl4i1P4p zfKi^i<6pMaxQ_$>iStduAP*eR?n?o8Ob_Mre26gEGq$(;a=QPwqh+vuf&K5v7&T5O zD~peR&$qKW)fzdFFB*#Vi!ij0`cD}28TUu_`t_4O(s?B4#~5*ahS`2GVc!1UO=*-x$Xx&(~A)VSO0sjq(1a*Q0B<4s&QcG2u&3S~&Rt zKQTWi4E_-L9aCg;>O}ouo=?Zr=k0a15aq{M9xGgU_R_=7z+b{H1IPcC(&YLQdt=s^ z1va*DUI+Ofo7W}&%DkD-zK(djgdu;%{t5H*nXxUy90ufx&eNfM2*dd>9ABK>&mH=$ zQ$XKvd~pH8f=u;9`@!g62t)fwU)-Mo;W4FuU_98~zCQcwcU}~oXL=;2hcL)z(7zb+ zK|CKr<#3)8*DqN86r!In_#3ouhUtAv!M)eJdvM-p+55a z;Ns_D3u~l!K78=ju7nxcqWxp+?~u~M{06P3e0`cQpI;J&d=J|@q_M>2%AHqS-iID0 zD+>B`g7pWK-{G#m1g+~n1HZ8S!$a6ZDw-6Q~ii~2;E^Xr)J!XABoMYH?df@8ae6#P26 z3iylsJXRXJqF`ANKfiJ8z1N}F5j*()*Ri%%l}Y**;2)8n$2HH@ojR2*L;vR%9M_9K zAGCchAD7Bzt~^mX(h?ivr2(KA!7a$2LGzt4%2)5 z0xAc2WBaT=J1?FjFtA%ZqzLkLY(J_0!5gvpb+W&R-lSy)V`|d313gIp3EM%Tn>fewrx+hbTrKDS9=)zKlXR(T<9{rY3d!> zcv6%XT&@W`0{flVeu`@N+R>lG;d{cfe_jymKh^OYwU@G>=-d)n6xHM^XkKu;A_V`3{61sm;WEK3n!U#>I5WP@WnG;k_+K3Fndp+<{_BIdKROe$ zds_NWcg1Gn_nCN!w|Z+Iv-|S`!rUL7dH1*LG8@tPVx;G+=_V7CCG%vCQ~zg&+xGq? zX9xZr=^+gK#CSm%&Ih8toVD8;W!HZhKaY8Ka(*V|2-i8&S|CJyMC}1>=*YV2*Y_p)L+6-ANBQIaaZYn(osBLJg=`%GFsW4+uM2P zP0ufeuZR2{*YnPME&DlYhdbmW=wAuL{xS0F{Lbi3`{TQ@_sIpRG9M zd1t)a+e2{P4efz2tcRliB@F9(nD4RrC#XNdd_I-h@5H61DYiU5rTRoCuU{VixJsgKa->c{6->5FzxwA!=?^p(o}G+Yy$Q^9|rzNGKaYPjzI5bC47r~h)z z>8{!j))&!!E}C}QI7MeI_ZNhLpU7Xrp#PY^vifxYT5$2G+~w>AyTQMrzqwf6RNQ7b z3i?NVfx~M}(WiS!IO)t3`!B+hF`c*li=|^bpueSZsZNsO_Z0<%L7s>Htq=K<{l6IY zV|%s3^nW|{J=aG@Pd@o?h7bKedg=Zx`<}i3#;_E-pU3E9`N^d@9rP}p9tim*%KwsQ zOYWew0c3}LVblqX^Mx*dl75Y%V(J&XT@`FtU)S210tf~d&~#2 zN(ZhB%o5!XA1EFlVQ3HShm|w=WqrOMY1mi=^kIJtv-R9-4joQgJXAd)0bV< zw{n_=I_MXUFDIg}M)z;ckl&y@b58!gFV#N*@_CehPTkBwt`@I=9;~117c}Qwk8|8V z-R#(3d-Gan@E^#Zn|e-019TLDAE=)<@8}%P{d-7Gm+bA<_?*3GzVCwd3+(Ts~FK<`>Hy|)SPmKgaj27Xxliy z`mfu0&2br*(qKI3zit=Rx}FPs2lG*SuSNNZ~B$%YE~49^$tzpd-rr&xYjdRA08~GkKq`yKf;i|pg$oD_KN2X2*Y_Bq?ciP8h`$}1G4jiB|+b@ zK4BPtI}H9F?TMAM{U(OldHVdg9kE|N7=yi|KIW%-x!t%D5Ba09n0~^bulnuqIlBMG z%5_K{gkgSx{)I5`8|9bZc2s@Wf;1RE;sGZv>e`c-J=Tnj`sZElABRb z$_gl_`k!_;rRhHg`D6Z6FmSK)f%qoSH{@4=gI&_6n%?mLFwFl7c4?cJT5W;xpnedB z_Y0{$mc#lC+E>Ak+fK;`&G`KIVb6ksmzf8-JwIBr@#HRpp0K`y-xKEc`snT&zvh_r z+jy@{--zm~tc(KLo`2AzDTj~3v0V9*N6!Soz zQC|piePHFWEGjv%=uUh`exHG1O``8< z=EcD~&%^^iQNDy>zJT-*=JTniMFlcHE}et=IR2+?PS1zl4dnLCFq@AN=JI>yrRzFI zdXTCG_5UnrO`heL1X#bq`BU+x|3VME^Mvz==)a5OUk$!hdK&gyaXiJfb#LacJPQ7% z9ftX9JIvREN{a7DowZYgd=T}ar2b^#)&jMTEWdy5VdvPhXgtqnpL^9*89Yqk_rsq1 zHE4~Bf2EKs8JqaL1M z?}*DaTYMGA>B9dEk$#5vFg)`7@IP+0Jbx@-p!eIZ% zukxh*y?%Tby?2iKKp5J?_*R}a|IMPTN6JfBe=Q4K>$_O;cvg;>%fG_BW~+Ru=)Fax zw<2iCsn4x%&_D9~wSx88-ad!;{`TwSW>sY;(fkSd z|N4UYMB9f)pg#6b80f+NDqR+T(~@xm`$l;%%;wvbb%W~k7p&v^rQY*8y;9scR^w`$wpsTX|X+7c1aK)MfHKPAVA$@Ol{HRPj zp~Ke~-W-q5*q{1a_5tbZo0J1qj#p=aKS285&L~-E_USm}W61xviO(8M=e>dPVSjJ0 ztaFfG(}Vkuw{?%lHyVlFr^E89zVZ%MVUgV4tK6GP?{D_*@QB7=bzonI2iZb6zmED} zmHbj`pL>ne9rk@==fXid4*-9$y>}yITAGyBLjHjKdw1#e%${DF5HIk1hM7Nlm#y>h z#MVUaKi(A|U)}I{0jxix{lC9tbn>ya=zpxppK6QuS-J3jZH$DG*q#Z)d=BlKFvMfj zZ&sh)mlLq^X+&@JmiHRljrHJuFVbIqK4$r%|KdUake}5#2k+{RKMwvC=Uaqf{RPKI zSe5Npu=@1gxuE*{m#bZ(TR|VGK4S1kh->7MD?03)3;Kif*35Y@e?@wl@*o=j2P5BA zk(17||7#0Av}K0`%%7#4b0x%2glkDVJEZ~nLq`2x!S<4UUliHsXO-hVvX^0s4>HRw0`1HzCm zqCaPt<%e}$9?qMo5(4=!(!(%2Kg%#XUtTvkSJ1B^9oB!5-n!S9-c6m{fv<;tlCQp? zws0ZD2Q2?I*zn-VD~sSfJ^CYt4^h7VDWr4$$j5d3zFU3gcP~H2jDh(L^0$7-=B~vv zjG%p-e-H+JLx0T5nLV*`)_;BVjRhTxoxmQDAA~{QaJ+=UzfpTwAMz^*N$?(5{kIKA z^y*V!e-ZV+zV*Sf$J!fV{AjNYQ-o=A?M-bej+*eD9(5$=aFOz)ct2!p=U_gEkDJ^KDnWvIyk9iSic!7r!BK0B^H zAM6MH!B<<;M`OzdK{?j{nwGNJuyCEyX@>Kfw0~-g{uhe;Ywn(9r+RH5`~R7s*?4DG z_4MOl{|ChKAq@7e_b&$fK>xHSgmJ*+2UykYIJ^Ha@>RQ_{Ljs^Otz1=G=DO=3s z^Mz)@^d79BIs3}aFl|}L572*oGg9m?Ei((`i{txd;yu&(a1ykK`r8tEqTX=QIgtUmZJ^ml~8UQr(yX7|T_9P%jYYg`HT zH&DzE!oaUS?J&~^R?htA&m98~4;;6epO5_6d?Y9B3<=+gF(z!nVdeN|90mxQQNRgn6EPY$7M>|7S7+lZqjRYZmWU3 zQJ?;XsQqZZ*bnGK`ymYaj`aTB|FG_9@B`3i)Gxx24owgdC3+8&WBUK0Q1blY_=0Rp#qr2bp;XAJuS0BQ zfF3cu472~kFwE9>gi`UA;jR}eK|VGj`7jLf5&ILN)RFx&O=?8{ixcOY3`0I5)^~>C zJ$bRd2&GPqDmd9In8`yZl^T9QYN!k3S7QDMrCu~txt)5*^jRoXzrn6NyDRuB2kaj) z*h{~EG001^9rnThIkE47zheKwFzgSs$BQuj@p6)nQ0li$!HnPnn71VV5{CQ|>1UYkD#??|xqKL=`GrvWqrK|iLTAWlh)!!*Ut`htB<`N+K2f| zVTUg!E-t#F{Vb~gH|DKD^fx%Kj`}1kv8P*B!XxkxI6m2lZv!Q=MC+kgE;nP%U)#(n zEI${@&APYsN>l&;m3wFHTsGWFCW6(E-0SzvOab&AfB3jm(XZ(;zRTUt#!_xnqmo!hBtvp9mSI|Ahz@?iAiok?aQZ2js89tB!_~J(NJ6 z)PD1BkC-YY@HbelC}SQWzh{zM4YjX0!a!kxZxoyt7w=CB6({+r)-TC~{15x@c+BmI z@BDY*ACW%7?EZ+5F!YD*D>-GJ8y{>Urz0s|j}kI0ln4^r8)492alB*Yzz^(?%Gr9O zQ0aWQpmJ3M{J#zRSE@bvU*(Ai&=l0Mye+5Ei-$`i!&G*1xBmb4xY*9R< z8N&RnP(^uTq>jEEthb5%C&S>MkzXpxrM=I|w!!=W?Ts+_E7UK-;NQjm8otN+Ox~!S=qe@L&YaCE}e++fIOksej^DA&OKvC1LD zABLGdslLtr`ms$1=3`jDQ@HcGZN~dxyk=s46YjW>_|+-u`>r_SJrHlj`InGkdhd{7 z@K5NESvkGO&dS+(vaqwt2Dfaxh1^~{>uq0OrTkIVg!HMiQ(fS&Qzmde0rji%_WGYz ze|0%OJ4Y$mtIC#xzr+3*K1TBCoLe8>^6?(n7s{i{_K{0}j;vz;D-w1|T3ih6|AnSIP6d475=9z{oE;Cp5?c~{{#a*_1*FZ>Z5-B z_qcqkw0<$1KSBNMI#@Yk>630S|08_1O26p%O~`+dzOIO2f1q7C=rh^}m9zKhge3cAL4fQ=V`*_g~$r6Fc-N8N~Jjgxx+=PZ;MI3*{(ZwWV9~?~X74eZYK3 zZFiTM=Z`Odc!TmJ4Dp!ipPv{yWRhrph5Dl|H*&%IBSlhl-cP9RQ8cvVDbF8;>RWDR zzaIA({0G{bhHAfcd8@~O{7~K++XwBkG4zFe4gED?h<`XOSlRvXaG)3Y)%#+i-r4#G zJRj}-FzV*wNBQ9Iu)p3Tn_mSCiuI2Rs>23^{SE#r@ z)8X-5TgGTh-FgF%H}~%Zt*1;FOH8e=r6VZ`PqRtDc$Ah{Z*kruEX7FJN4ncKCCY=8Q(Vd z^?8sd))%a4-LiD6=)64kFLalESNeCSbWh1?VtEpV@f-Y$!C#5jyMFN%Qw$Q+7XxVUQoz*R%F0`sVxr@&)vldKZ4@%`7Ye{!{s< zM;Dj=)PwqHe|m&zeLzT<%`b(03+JwF4gUl42W+ozsnY&lo7aJU;`f9h|3Ug$IlYG? z>^JU7#?{?3L0+a}ei8QXAN!v9C&EA<>JuwZC;jQSFzCnLj7IRU zao8T=DKvj!<-1w?SkBgKg{*u!$(JzrAJiYhkl!Ic`=$15i_`c7_KCQ^{^~`ee1?Mm zL;Ct}h*hiAb_03i_x+R9GWK-Hl-MTyMob^Wbe>d5nA>0f7rUh_t5$$Lp#CvT`&~kY zI}yG8zXq)RSlE}(AM`ssZn!T0P`W$yudi^^`km?&9`E!m-XE~HSPlF_`t{wFS5>9L zlV_~{j!vyVj;@3Mi=#i$zw6pu)M^UvsfyR{ga&i$V?4cEAfG^gW)Sx3h~|_du%3bO z#30@%xovYC#1kC9LC(o@KCWxo`oGYi;;`ydvO5H>|lPF0}P zM)VCheLMe?St!^G>feAYk5?TFuLHd}UnUIlMEY1cz4sv`4DvyG1~h&i-7F>gA3W+W zVLm?_xMAL4E$=mOzX#*Pz~s#3cfOkO`P{%9>D^t{-U53>{tcQpR!5@a4xkVH!=U9V z#}v+3u=_Sb!+Whm>+SY}{q+&cpJ8U7gEc40++GkQ6G{GQaDcFHb;WU5UqgE!%>C=& z{ZF?~pP2yh9s3(Hte1qHPCn=>(qrVkdGE8s6Cq#4@flrPBJFg!4g3|B51nmoytm6i zxKB^`artSDKJswB1o>m!qi)~~>mfXUCJg0R-+0Im37@(B`F!2@dq=}ny*q=xB0VO( zhxKinup0a~%8M}1KTWLeZoIs7K6n?ZzwyS@pBn<;{4tJqm}zrJ_1FqHzl!=dY=UcY zYMvJFf7qfP;cXkdc)l_$G~8Hejs>3|4$IEIy4Sh~_n(A8-*9}xZtwVWrOAZ*PgB!J zie~kVf9)SqeS&ofSg3P4^s zKGS1kVh-(o2JZ`DzRIv9t54=F`O@%E^JC@qzOa9V@)&;S#Nzlz zak6Z_Xr}EJcfdBD?N>t$j70LEn-QR27+(p4eW5=v_gJF6Ab&7h9~GL1St+XdiuR+C ze)Fy7Qw5d|T%XN%%csE)td;dy`ORf1lHH;}erS*8h{2vwzb!_@S`3p?g89l)v3(JS zc!U0lFvMq+55p|qwMcknSzR*%^o8mphVfDTb4%lkdp7WV%;Ji@=QFQGu-}OJ7{iJG z566={EoBb%=o?fH^8t*fmXp`t^$jzJ_&|7up7l)c_cHXJn9y?3#!)&khH^}QESI|l zkDYHXXV2RE6tc4G+D}qN#2?G=I@OA$iJZSy){|A;Uu1xOBY&)-9(uj)8x8V6dI|IO zF{_M(uWrjS;XEwWe<&ZH?ph4`?S`O4fXz= z3FGM}=09PWFW~pAoZcG}S`WXPtG(bC&+n|)CfMD*FQZ8NDMIU;u6?I`2mpOReJ2e0 zBkB{wbl#oSS7!Oy2!~Sbzq(h!UQxeBc+NfCYr81l9xbMiFyt?&?>5o_Rnk7yKo9Dd zjhbGlR?}2I-?FjouW)^`=zIjm7sBB0aC|mv7Q6a|uIBb+b5nbb?)rmJj{LEC(m2g* zs4=Iyzv4q+m z*_iTQ%YkS(zlH6MdVj&=&f;4j9~{4})U}G2iyk3&{PjEBe~#|8qQjBVles;Q{v#5x+hIJ*Y2sKT}I~nz=!~(+)%bDE~2i+8pgSUV!l<|He3$6im!= z0sa&IwDnIH&tPb8kC;DW5cBvvc0%7WrRtXue+A-l!m$2|{*W-lC-j%Bej&+oY*dW! z?}g)FpGXhG>BOILH$0Z!zcz@+qwzg;*LUtJdVdQ2)p)HUhYs(|0i%8phW3#D@%EXP zFC3n7eviNWW>V?N_gr5mOf8@O{`Cg%Px$?Wl;e{Q#Eskd6nq@C&+)ovYm-O2leRp&0cwsPhfitdy+mlMD$Cm z?H>;GPZ0B$Fx(zM{Ui+W0R0myXX9bmp4y+dH>tSunS2;O+B0FUAB4F-o#dTu-o;x1 z_<{6I3N{$%^-}a61&(jh=5-&}s{e-ZA-@Sr#xcA-X?Mq}hY&wdzLU1+DFi4*a(^`` zSHaf1cMz0|-xCy0ez`mMTH*v)FU0mHfAQqTjN?LTps@55>KZ^XBQatXY)yP8NFZGX@^JmIm&GXw6Kgt}C z#`z&(sE_fR;Ta?!!aRRr-?RCP(-y5=+cZS`iP-0VThk7ALlJ2Osn&+iJOp~q6Et$_Bhd|H+KpD!nkpg;7_E(1!02O~u9 zX`?(`yp)nVNo)amw!`30@Ozh~jWxB|R-As9maWfxZ583X5$c0$;G7*6-E_FTTw`Qh zqN2~jd;;lrJ#4VK`l1Y<54wJyy}_?~3}4@H%UPzGtLq2$iT%0Nk6G4Z%5oS#(n}cP z8}f6y-S8hNJ;wq)IDaJ!{-9kseq}N4HYe6 z>tHn&>(A8LwE}WIi1BLH$6B|s-ZJoB60Q%;YU>@T-UkCXb z@{2HEPiE!sX#DQ}8wPB4-3I)m_HLOhHT2pJ{tfx>ju_}gez}(|vl{Oa0P{n2@pu?^ zqWL&suvhfYgh3ueAAS$>3G@%_`@Lj;gxPrr;q3oxo1`CL*m zX|w1&KaO{9!m->_uSEY3))kMJFx(eJe?ger=iCPt!KZiovG-1dbKjJ&R?&RG^Q(Eg zPH&sMO_AIGyqL23J-_zDdpgK3!f+oG`9&DkZ?HdBE=BasJ9q7A zYHc5AAL*ZebV2D0$s~}kyO@54W5_-|y7c-Ztd4~FD~_Kqr_ZCWv6M?`Gw3JIR|(5H zQoiglIqdMpK+*ep$WMlQGQ2R%#Zvv6+HMw^e|k&>Mwcbe#%~yucLl> zAcpxF+ONmS0^jT=SKuf1x1bOF@x`cz{B+V+&ynkN4lirr@!G4yIxpq#k$gSMYeK^} zg=_slKQP}X4EtxuFR$NI26wq@0{uIR=_4%hg4!qCfzFQ!7fO4azF(rw*PjT(dLh~$ zVTcdd{=z}iv>OVCfd57RxzO^ISKRT5Qp~?EJSVA~lo<)@Nhptn-%Cf_FMbH)MgIGY zT(#id+AvtJ!g8N+3b|=7pD1fk`-I^=I^>U!=b(Z+HFJ2p@`=yUc#^6E{6T$Mq!&1T zN82F2pR&lMY<62-6JPIIY@qohct;VO_rUQi_8a@GDzyin4=>L7^+`9j7Wj+uAu_f&D_{#}fatj2<`7fWJk5vt;EL*(*_l;5-42cgc6J zkUL)o1O52Dug9}%hpb2N`8;80ALE_x^}H8J*Mnr(`2)Y9+h5*P4rJ$ng?=XG=QNU) zA)aA*k3?S$MMSw6Cr;=`Ut~#5wD!NQ{C?QFYs5GpA+Wt zCCvVpD_rG0U-SGGfBAT#ch#DNHZ8N2ppQuJYPG(-8V28k`7L3?eaD+0X+Zvk{jH99 z?`_j%mr|7+&VLCjpOc;;)<1>^NSpnOm5xakw!?K2t?jUn#L#v)MWXM&82FFpPgwgp zl+QAH*m*cs&gKiOobHzjSKk`yyCuhk$H&zLUvEdJ37ajT&ug5o=cJ!G$JZCu1o~RrPfmyaR*SzU%-7e0BF!31 zmAAn9KhjSa>>tM)lpXM^H7Y};lKLae*VBUv4qvIg87;M2Dn{HsVbEvfUr@!gQ!j4K z0F3koA6Rg3)}ci3$2k7rHjCPaCC)s*WH^cZNrc_ehPev)_%mKDUoKWP01`zIz51ED_hgW<#f4<|8tuYQ>C z_ck5Qe<1(Y-#Kw-Yef@`pT2+JzjO8HM<8$Nza{#e%3x7`h4E-ZkD`8Erlf+tBmW5V z`TmCe=Z#d#_Jh9T{C49=*$CU9cc9UonQ06@)rT!OkS*md%mzU_MGuH9qcehbFO@bmqIda0LyKiEEDe!d|*-CugWYXy{}K7`*)?ReK> z8t|LyBj)p+@G?DFv(@&nzN{@C&lXM9t9za_^ZnE<-Uk;Cum21F1^5361HI^9w&W#b zMNSI?|AG7?%>4^t?hm&92pafbt?2*JBR3-2w6EhpGg?>huX*Q`T7)!D9LuuEYE7Lc%a!low&nkBB{%DeM1=_Tx}LBbo-qJ&5cD>ko({ zcci^}Rs9au@3H^Lqt{QTS=R$UsQkyQiWO%kasEUi=JrS!^Z~z*l2zP$zPC2mH|9T4 zow^!(eT@QpMSeyNc5A$8v5NbPD9ahElPpF5FGhY6=Ig6FIw`fNMH+y|=zA^3j5B&+8{^&BbOB$(zxj)}I zto&+^g|2+RduO!MjVGtwVSNnS-z8jIXgfz5=*N7UFz_GspOv$Gb63{?k@ekiJ$~>1 z?LCZ0rBL@PEt!c55oMH>k%orsop)yT$c~nVBn>2?WK|?1MPx=ODMVI9iR5>^Ue|Tb zhwtyt=i{vFT>Fgs+@8Uslfc;}~Z9 z4`I<&6WTfC!ToHcpWz-f|8SEf%eHS4e;=hS(f@GUa|+7>EaCfC)X#9gVY}DMuHgPP ze8+c9lZFMb|APJ}{DNigsmBjOzJv1%zoqx8Q9cs<4UQLH863J|wF}>mh8G{_(M!7!8e0h4z*KYM0#`5x%EZ>w5~3dj%XIbc0A z=IEOm&~Nm|2gWR&9BFx%ueT1&T6pTeZ>`{8Fn$tN-bDO}>Jb0s)Z;|pKk_$f{F?E) zuWR^ytf*BrKb$`|fxkfhME8E;d03{1=LgXfdYfvPRq^qnm3jlwEV0SOr*zm)!+6K=QCfe+)o9xI zmt6sUM1RBZeCnSt-%pSGJ}BS5-WKYkzddB-7T58@IDWolV|!1jbW{|_5|3D|kbNrv8AGCFL1JkV}v1?*2@`@UHM-OWzK*SNn(p_1S)5qRIp9 z9*?HM`Wf@p#Ji)ZQ@($ZR8r*7yQ%>8zp;H%?bjJ~b?rgl zaXm#C=tKJ;4EBZojMWb%`Lp_rKMb?|-emoo1NJ8H_ehPB`|fVuIQWNL6!9l{+Vq`e zMecB(gZxb1dC5fY{APaMnp_y0QM1}joqf-fvPS-~h2l;w&y++9)ef>9xj#N?xX&dh z=?&a}#r%_D=l_FUDSx4Im>>FY!hC=B==a;{$>9Nty-7cgb*V8ho&Fp6jrwq`y58!w zp+5LubBVtp4Dkc?>A2fd*)DsJKz@qflcXxo399Yh73>f7gD~hb&Of#D_t;%e)y#O+?khgKa2`C|Ws`TaA(@Vy|l$NI2;i}a`I z#%s>WS;p-<&Gb^HqxBy3D^x#iM3{bnviSWT)R#2(*_Lf@lt@jKyCRt{VcAIO{eNSS zNB-X!?Dy*582VfH5AH10^=~XQf#$>duONR&7}lG}UxwLvK$_2k%Ei?;fFEeTX;;0i zFKF)s{^ESor8k7Fa}mGajQmLNT@YyI{DXbpY?SVE?UG{e10YY7M|$pi=?;;rA>QJ6 z>CZEUc7K(@^RrX3FIx>0`h&khc@YMC!v0Sw1|3ha+6nz(JS5Eh!zs1MbK7=q0(+Fa z7hpsf@@uq5R=$w6$NGGIPUR2}aK5ZPyFWr0?gtWm*q-MTtbewDcWR~8c#p6ps?!<$ z529}d?9qn%`6&NW?@agX=#~fhtfxd?gkk-O_iqV!2W>0NZ;wv zPb2Dg%JKM47|Kx|r{|pg`Yp{9@*Cvu>8C&KhRd&k`wH0pjQr1oy%OVr-zaawsw_V| zB=s z{pz2o|ID>{18P#Y!2TJ|H#66;Q|9c|@Lmx5>&zFfdygbJK)#RkWPbB`omlO~|N~!vG*yB2t$2rf40}USuTC%gT519;~(C~eLL5uvztT<=38ur zd;{m3HA-d9;5ZYI7s@YdzMH|1{6+A;T`DKczE8`F8vEn$xC-DG(w~)_;kvhW7Mx$9 zJ`rZ`AsA(qZE>D?-w^x>^@kYpYvji{^?e8SeD;U)G%P>2Xy?uzi@HHRi}}F0pyV^r zqoQEFjPf`yS3E3j^h}UHwkHhdd;j92G@tVmUp!qZzX9|O*9(Nf|KND%eXJ)Nmj%K4 z8RP%?2ydzK{bM;l&Oc66$T2ME=Vuot>fa1CHs$NX3#Y%Vss649`_;(r3pv3H2Q*qi ze8T=O+`IX8)`tczpNqRD&2#G}eh(7)MHuoUjBghsEb=Y=hJwGq`CM!)`EjxMuH0^^ z?h<=uIFa~sX^W=4e91tlkL@q*e?9pAO7Z(b|6qP!=u*O$K^7IO_6<=@WoZF$EsU&`{3i+L@ zwsxjz_=W(lnuYy)pGZTsD!B_1{xe)F zRr)su`fxo(<>23q|1O8``H(-XobikGNB<6Kz@q#Zw}vVa#YO^-cR}m^Zfkgxc1pA z;FlAR$$oA&T`E~??gRRa^$V^p^czhUvWxBZgT#Dl~Jbl$8HPb2n2d?I`!+cP=M8}`GIz7ogI#b|= zKsawh|8xJi+;%&a3Z7p)7$=uF{%ItPkNkSz>e^=Yt303&_5Fdr$AtQ!`(VDvU&5eo zRK9;w2gUFP_+EwZBbQAj{r-dZ9|>1~k$o`dDC9pl{|8@u?c_aUf!~;4JTljMB)I9Op3+*retQ!6=IU7WpP)ZD9$_fQ`8_$* zBKy#zJ@6a9zb6dqNnDQ;26-cY34^?lUe=!7KQ5IE>tk|N{C`|5C(PcvG-8VvYX?be@?2D7()on!(PjS4mks2j;WJJ&& z`AHb;1^X-W+8`G>Q~bXzly}*QKi4<+{twpgR8E-f50{;Dlj*$50qWy^c3Iw*6?KO` zLI0=^&)eipX+Dw-_tOaL7hAO-I2!JoVLX0blGh{iw0OOZ{3Fcszvmwp-$~P44fcip zm@v?b{C{Dg>hj1;9`q0S^`duAW%*V5P#?#8acrO3+(jp0{{-nL%=ZIdd{{6~yXhQ{ zUoQt=lZ$xSN%=GR_m>GblgCSq zD<>okGZ=W1-#@6F*^;$5VHwO9>sM~vxH|jXM2NrH68k3%^mY3igMUDJsGR59l~F)*fvBY^NRgTcq#x&`-(dV+TNdLU}RF@{MX;9}72W@&Dg! zB=isl|Ip(fOz$HaQ8}MqwdGdRdC>zQ9wUFNOE0%GESCa*iupZZ=nwq?VVEEK=QkUy zEH78=;QOy{;%!e%SYFBV-#72?RZQ*FfyZmYpbyyoZAiOH_ne)OALIB8v+wm8X7LI}0`-$H|K9yw=_&8oE|zK^$R2CvwQcBUk`MgC@oF|_?mBbD9P|&{ zzwdE1S$BgS*azAZVXz0BKVdkpCA?43L`zA0UljG_{iUSeRU!M~z6| zUZB4q4EBQcS$Q18*980;6|_@6^8yha^w z0($Hu{SgLw(Oy1Zn9*;?e=9&g(4P_pdXax$hTZP4V)Q|XA6Wm(loYQQv(Lf)584Z1 zhVK(BBzH*c&!K*?_VoU_ z5n+%Y>N6`pLh~UE{6={-w4c7pw6F}`OG0`ZmQ3kylcfyyi0v6>`A9=^o}){59k5Td z$8U~ny-d{a!2UG0|2Ebwcwoado?j9M`my|b;$=1Id*6Bd{eGs**+O@fR0GMo(ejCl zqJFe;UnxV${0T$;i~MaI)TeWQ^HR`Xq`z@*{0ZB~AAujJFO4DFGg9X!aDPV_{*Q$I zy0L0N*{lBkpkJteO1PP~jrQ?yqQiAhx^lyYA9^-ro!~Bt+U+JbMZ?AOV@r|(jIGQgjXXisL))6NiGSy%_ z9KXf-(xIVW6?nXBsg4cLmA3}^&_A^__ndxa`7PLQK>B~LbnDTxc0TwQbBTNi!+Hn# z%P@P7fMK@2X6^qY{{G%OeUiR=62xzm@9)r#pNhl8-!l)w{t-ib#``){4)%-oK$!bm zhO3BvR-dhRey0SC8{$*|{o{D8;}*>HTmK&P1@)aUtZ)9s?EY)3#|qtVt1c?D^Q%^m z9S?t`waQhJd|JKJ%{%4a;_o#PRyvLR7Np)jc@w-?{Qjt9e1_TmPC;5}Vp8+U?x0T+ zc?;45hZ+ni8V&h5)|X!RNxR@lcLh2>5@d$fIoz323jSN74}whUaL4_&;`fFm`ol2j zheW>_hVx6w`~;bElXXVuOM^a1&L;$!hr_x{^|%E5kjPt*c~x_uzF-nN?_?OtCHWM? zFrGx87-st+g6zP9edMj5!|hCoJ_)jWvp*k6It2BR9y!Blh1-iBfWArg`vk&lJ;pJ~ zk73YPoUdHjf=3r4U#Wc}{>W7q6!a0j0so8qlUH9C=(%L7JiQkv$lJf)rrbF~>KE0Q zcOMdU`js?{kMkuA{*2mVIruZ2pZtvJ!+ZvtL4GFjH-h|wjt9M-ir=R}`U%7O0Ou!P zbIvOU?h5Rn_6oNKwJ%tDm*rmqVHjUxKZ2rthy1L0o525}ycOLBj@UiZhvf%?(re2; z53bCH_<-~&E05V#_w5_Ie=R6?Ztni&Nv1{x(WjhjseSamAD54E>(=!yw~oU3AkJ4s zx^i-?ZwGc?OHh#=zsM;?8T>QySH;RW?gU(sUBIy2!S`Rr9fb3AY_GaIf49&m-d{le zs7ACMpOUbiNriHWKNZyW9SW_em>^e1{izQfeyz1{E%;N^f5Ol|&R2a# zbT_RLuOOet`Dhg0bP1Dw2k}}G4+M=j>HAI_`GNe9Ud?W=EpESb0Q*CFHC>Y|LbC$7 zeP}K|nxk0h1^Y>8FPe8h-;Q|plI<@EZ7fa93=6`6-;(=SLYvPihtn?4fqV(&PnhN3 zyqwN&80P$Ms~h+`+B^dMCF)aK{Rsh5ep%ojCyV{5z_1D4w`CaSFUco3K1<_Meb`?> zezYBQ^l-+_v2498v<-?Vp0sNo$P4Lhd-YFaR9F(MZ+GH&h~a#<$KM$EC0V}+R3Gwf z;qP+D$0h!qm9zW%LfhwUo+U@_0eX@DgyB6a8XwC+AO68?KcBS+exbamJ$vs*XxB}v zP-k`@;Flzx3+??0I3)2u!CL)4#k+xFWnx_lh$0mpB* zPv%cV$`_c=JjwhC!~1K~{=v_sT>i!|Kja^4KaK2(F!)EbPr{r(g!%kgeY#&N5N7$i z(5|pYR-ec;h#yFA`}C)NZr8QIKcoL64E)0J7^d%a1XiEvKf}zQYq`cfnmlX<_$Tb2 zFyzx{k6PEPt4{P(2Yo>O(`pIy+itl-)0XOYPz`?iF}*E}kN&npo3RJm+i!sHt&pA$ zg3FCf`S#qtJ1i^Fe_JyN%MY!A64j>=Xu^lWuL}R>R-FZu%RP1xWRo# zv?uL;dp6{H2+C*izL!8)E&S=%w$w zzO94r_v0=o`wL;ko3`SbchrM$j2L zKiz6m5c|KBpyT}I-duBicHY1+*gM*b&g6C{_l(s5ej$GegT0{qbz=O-Z|MJv+Y@2% zKWN{Cp+BTwSN6(~aStcJejNG-!l19%KPz`<^_8#2H_f~Q{6TtjzgVw7F;o0MJnUch zn_S0!0SCCg=r(Qm7Sqig_=ob;`_J{#a@`oV-VyYYeS`H3lz|>>Pni9mRnTh)8*urC z0-SGQdFS4fn=d@S2lk2afnnyq^;e{JO|lXHUl+>>!}{PK%;N*Af0pK}pZPf4!nYRk zO`N~}*FV}{Wx|1e)GvdsbB9&kuYvs;cZt3*JdOM{Vc>`1-{qh$lKljM%EA6nKUjOZ zzrxFzKc;e?-x>7RKJjPgM&LjCTLYWEADSZufxn^t5wr6H!C?69M@f%NKtE942BFrq zF1^I>bznY07~(hbw`*ErxnWr;@DIzonVw!b?Uy^x=ek)`nw2S3!+RXak8ZP@8`q6B zX8YShw~GefrPVsY`vNHMZkIOI8Sn6h`xoeM2t$5G?Xev673rgLuAhc0z1^GF2SYxO z@r^L2moWFwteniX_F2IA~hORmGFn`ovqqwLZdYfp+7b=tAE1%E2NJw zd(T>6<#fMAFv=Nt>U&0WNs6Q-+{DsCt z4C^7Jr+dc>>D519Yta8Zh3tI0hV4z~Of)Q-(U#jA!}NZYV5T0j{QR3>_&++fH`_91$^hT@ zTpnh}67`;s$TNT!9O8?%@BkB{98`<0R<`t z{l)lTZXtKMVzd^-EA(&XgXbHSSLcJhV}ItkSJii0^Z+dReor6__JRJ2mDBfFtQ`Cs zj&ITahIRk>0<_2ZT8OTFOis8D@eK9T!oGi4)1duOZY1%KgrR@rCt)5R2($e#!J_E; zPygUa&>rPO81i=v32mMozp#2kW{P+(3 z2>I1xPu|$+janctjE_A|WtrLgxkLQG@foJ~-Gv^N1-fIR?7=>%|JS1Ia`Q^?H!XOXi4=bnp7OXzlH_}7poPNs;w_|c%jqH5{q35NpM};<}U~f?p z{t^cL+VD39{aOAGru)yVJ=`zB`B8hmo@SWk8w|62s+UesH&L=8+%H3Vd%X-#E54zk zI+^cken&Ic*dot9|KEn^>u8&>~>vz;Y!hHSOXR}b} zIZXT>H1fMo?HQ}P#c^;y6z!?cm%ugo8G~i$JV@xPSL?R;Z5Djri1qu9cS^E;zYOdf z`QNvxgRk>yE1(beclznH_SZZ4803%fkTAqk^cM_2B>g80_K5xW3$d=ax~z`9=Pp=D z-`!%kOnhGt?afMIe4ph~lOW$gePx*Ly9rip-(_wbJ{;md+84w0{)1qpqrLr|u>t5m z%FC*UmBO1;4W6G`d9;7nKOu$he^`}&Dw$jy4*M@SU#p6i(2)7!|MeM5^nozwKhodd z(E7&aSK{~ak-q*DYTurpx}WC{gt>eO!+i#n7h%|6NBd#*>3UB(eaw@L z&u}Q&2VvkR+7By#Nc<)UAFZ+u-@4*3t^C~+`X_vCucIij1~AUghA@5KFA(PW zmrZf1rnHB6KNaO=+q->GC!hX2e%SU2%{D7*g?t_TFJbup4c8Z}yo%<}%6*Am!Vuq( zKHK5N;|t;&!9J)xV$dhlXDSDOi}Gcd>65KjzvP*=Uceus7ctm3^`Dh}QFxF6^P~PA z)i2M~4S@fJ^pnWbw(9l|VY(yGGvIFw{z>=;(|hj%)rb24L@&07`BVRh!9St?vie?Z z{#dR+?+LR0*!Nk2?fVTkTk?XGdr0@i@e#}I#_wlYIphm8Uo7YPLhWJwiu1SY@=fXK zlAhr2jU@fqb$z?F^9Co-A8c>eZQms??|61USs={!v+PWDBmX?#2KI#OS;Any)c=6r zTa~MR!hNHE@k55EN546t))xF7`Uku83)6=yjezezP=D>R`ppi0?F;fEd};T)v}GAU zAFikEE)TkC>Lq^fp6G3T@Xg}hV|JfW7?i%dXk_eeKL0@lX~~)j^4#AJ`cUP(_Wo+1 zAKMSM4*ivVIwpgSoz9W4bJfYIT|H3thf2e21(yis+ z{|feZR=3%;xEb#IAistxzUpGtD*m1w=^tvGFfIJecgU}CzC%s(RW~lb#`j|wX8asF z&@yMr`4PZB)K|iwU(`RAL;pxGm2>?V`f!7OpRK;!pAB0Z@!op2_i1yLw#yov1V1XF+~AXbcU|I98&P&9J7%t8DGLu%CwXIasvccqeuW@E7SL z4DT=E{2lC{B>nMx3jDh%9m!C`^^HrLLlczkjww$``r(;3zu$Pb54 zB`G_Sr-FTB|HIAK8ix!z!}V#nh0)AeC#Hk8BL9ac=Pg$cXyoS&BkTh&h29e9&&ZDv zD-$2w8C(hdOU}at!m4b&JR)YWqpPkaUoR5|e}VjC_yf&<#J4L=8VYG}-h|^j2F=w; z5bPiy$Nf#h;E#}BteoyU2~Ismb!{K0!Sh9@-jh1Tti1*Hh4q~V^nNn-hIl_5`ybhJ zQ?!BQb9TR97MWJWyXoUrD^RS-AxK3(AjS*MH05 zdorBQ=sK%ca!c9*e=xp|S({wA%lZ%4b05k04AXrFfnhrD6viYzOjz^w9^@-H|1r1H zy(;FNVebtHV;&c7&QRpJxS* z{h)Goe@<|Y$r=_=dmYa2k-yGa8eRSUnn8XjALrt#)7Pg&vhUdh=a#EsB?*7v{0;5P zMebo$-t)8YeZoJO=OZqAWfN5%iI#`#QiOm@CiC;p!)`WwRVeGkTOR!;AC3k(;L{!bjUa7{mpg-X{5 zyQ+@b7?jdRbq2}9b=B-i&ewv0+sI$Suzth&F-+eR3zO_#KVIbW6XFrlKj~S+9*ZT@ z;CocGx5>i;6QlEPfPY2*Kp4)eaQ>71Cf^G@^;yP)<~KRCm#EHm9<0x(ef>DKPv!N% zPs#txgvo^IeSTp|K%(8=)+7ab|3{dTacGda++8<%i zUz8VNun*+-lv3F(lODuz`ymYe2=#Z$r=4Mf!U3L7Ow|&+R-Fh2|AzX=Fw>{0)^DGz z8}tR{hx$Vp>>cMz7}i6`@2P7Peym(o!tG`1j>Wp=Ed^Y^8D{%Ygn2w*+uR(m^CS2Rdx<|J4D{oE3Ss!3 z5BWWgKP+@I$ww(|W{&w{xVSL@yf`=atsQwk?v{lxb}JijY%X{VA3_K)`9 zCEupz$`O0W#|U?Hmh$;IQCXkH_v&J#c2YS6_>1FvZSjacvhEMe59#yzekeNcqCVt9 z)c*VH&#S&EfIP=b`0GX3k>WjJ&@c4Qteo!C3DXyLUsPcjlmF0Ag_8PF%xAKyv)LwD7SzgIz& z-}1*j>sm8lzZLnxFw-YLm(aL2-COzn1HV`)bFG0xKp)XQXLK32qKi*HtiNzRGsYLc zdH>=Uj5klhPr@*NpT9B42l-9qu>aWg?{Zi_Q~%T--ES6HfAk)LFk_3U#lzD(U_MAc zVUP#%gOxLX$;#>bI$=g~&wwc3SM2_;;NN{};ALs?_p8V+|ABpzO^eoo{S)?kmwU@k z9`p&v^Z#$&m+b>R!5*=EX24oQ+fl2zKbp1q%9Q5jO;8{CJ?rh2-8Wv@0{@On=1Umb zkN6vd|HS!m#;NP2piii8bLWHw{D>33 z*KaK0-`wbLO5db2q*7$4J>ep$ng5i>;rqk_)ra}?`nw#)!+6Td>3@E_KHGnsdnSMN z^>kIZe}w#>n`Pa}CP|j>f6kNbw|#i79q1?O$Gl^PG0fuAynT8de0{m}GG;<&7W21Eg=k?2L-z z`G?v2>B52~-XCh~_rm%N<;CzahR<#9b$H(a9#0lrw_6xK>l5Tls2_yEK8Ri_pG^L7 z;p;1|Bi?TY|B2%hhVwBTk1*UvL%hi4t%t_h6Tm;ji%lN%bPDJHGZYB(^QgrmJz@t& z&rv=|`+SpB{- zeZMLMgnO=#9lR3aFOCC^Qm(0;jC?8sp%{{%0mEx2PTZ>@j~YOjsTvy|=Y)ADkZ| zeaoM!>d72G0{i($&x+>*b2dKg2=l>sOBm*Z@>tomvx|*a6ZhvUo$Ks3)!*g!Ss14G z7=)Flx9S`BF9iF*@m5Xi?w4uuT7kZ27gnvZ*z~odI`}J;@9K_rZA*VY2mN%D_z%Lc zp2qVh!oWY|Co2#AKkeE0tUqU(-|BsSJtm#@1A0*2tE=}7*lExL`4PrPhS_><^_wuu zFKM3qKIED(`CC%&5_tO{rDE-)leNKrqW%W;9320;cmywB+xe!$0;hVuUrw0Y(^^qG zQw8Z2ps&dPwHEhE7wZ*D%hLST_UrPnI_Wa(Pa=N^LwrSfthM(TxBJ&c$OqBi5(fYH zPdVrp&X?6cM)6^tNU&RZbAr1Gnp zVG47_`$2dOx^Diti%^d7bKAPIL)`}jLH>*5ZHqZMVN;y=J}K%G!|c3!+eO9A z83*!Ve;4};R(7mND%-Evf$9ghSMNIGx;fY<_7^<=Oxm7mHy987V{loTfm614e+T_l zaBWBL_uWTves5nn&3bIYcaSIYhp-a8*DY*MQPb`b?*Qj@m@jQlnXu!>w}V{&x1YH@ zEb07kzTVjW=tgGGJQKct-d<|b=1-mYdn@GU_FpFPA>AXnzuuwe)PG!uC-D6v&VR?q zZv(21WrDnLzB{I`uJeo8$K%6}S!N>_p4$WY0@AZ{$3lmLw`#ck>^#-7{*wDHkQdqm z!)!llXKr=(t&Uj`AJJbh%+7lW!+rtMyR+eLgXgC_zTZHYp9k;!=GfTreLSpJk=|Vf z-QREYJrDdqeiH_HQMqOGg^=)kuopZJ+l3hTPvzECF`Lu8WZ3=vU9)0;cuiLXextwG zwWWLWpdI4#Y?SvNxv#y;J&gJJ$R6XUw;vXr27aOa>@m52RQaCxdmHS3&($r@ga4ZW z|9e3D+*4C;GeqGvmj_|~{l(sX?t20+ZvlNq{oQ-As*l0q2H5W++>+e=Mw9qHJIXJ_ zN2;+?pG?Rf%_R1~FpFP=!QUc1A!~i~j#NB=`@={tVaOkGe)}v#>OOvw2LF%q-{)LX z`MJ9$*Du1{pY6NQQK|RgH9UUod!iL6gkI+5`#aomjk@oy8btl?@2<4ny!IH(f2f3B z!f+qa;%^N6!}!X|*?N&M@C)^cm4Bi65eE6-eD;^_elpiIhuceN$HZG!gRg-6asHuw z*O{mkjsbs-{Sk)m@p1m4Q{)a_%$f=Mt0tk3;ZDSV!mz%e_Eev($EY0gMWiP*_+kb z$dG@8<(3ltgke7$=f^OUH>*E`=nen0*l_)nM6d_6{|I&IhGCI?RGtw3B7Cx=ZrNOf z`*qk~#6iQW2JZ@BKON^AakPK@2KBj|-w`(>yq?!i<@y%ssMODGM=XpdbBNjO-!Nbk#Jz{}bc&b8mYs z2iPw|{f&wDb1Jr;5B?DO9dr16K~>FR$PWn@T3b!1Kfv$*#Z>N`hfZwTcPvZx9uj-XXH0wkU!FQ(Awmsn-B!wQ{a6d z!myu-;}HgaVE=^SzR^GJA$}9y6L=}lv6km!2Q%ZR)Yh&5`^EVl{5UYTdZze(2;naU zB_0F1vG>Y_gI}k_Sv40yJiz(IY1Y-2-CxJ~8E4`+=xoPez}P14eo#61L*&mPzx%tqv_3%m#Q7bX@k}M+Wg_@Lygxx0=A$R+k1)TV%P`yD zA`JN%@`JT!^JVqv`&WT5+@C~wA6k1Sc4wVCpYNfwv8%^SyvFli!XRJj|Jl3U=c3f% zy*(qO4>8yW?w=f@@?<(cAPn&W&$Ag$Cw{Z~Y=485FC_hmcWVl0U)%=t2lXR9T)u0N znfQM+4wCT+gT7+_gdsluTc6&85aKiAlj2RgzKLIYbpqyx z{+=-3-#9Giw!i4;RM1z{_rn3dPW)284f;no*l~sTqP;wSNm%+TE^VMWk1vF||4P^u zxmTlc8~ff^NH}qI@P38ks+OdG2`$UD7A@Wm@fhPjVLtv56OX+{zEPm>_P{@1H$p(D&6_xlph#jBLLn1TOA{wLm@ zvc&g?D_@@`zBTSVW2*T73z#1!4L&r*^3e$Py{kZ&-w#MyG3(`2JsXfG$|EW3d4cZ7 zDDbD${==bR((5yU-tH28N)Fh1%lVUQ2fdvso( zCwij)?Y|HPdqVjg4c5pH$jAkLpgageeuDHJJuFkUYso?$-;W-t+r9j!3(tp+{yzR@ z;VS+=6yaEp3%SNV5jWck0rtE7@(HKzv8}5C-|+_=LH?IMvdqv-P%_65Ag*Eq6cCu|T{(i~IYh zJMCSaruRwlD2;#GV2MlhMoWkXs2`^tK01{ayFt9be2p;B`%gLhpPazzv-`t@A^$}A zpY|Sl|Kjoj;6KI_!k|BBuMD&NgfN%)nerElpMJjt|9{8%5(auu9vS+70-l%;hW-Dp z68p*M^&wL&V?N}o$ghm4u8CQtJGed&mZA4e1;WrC>2r; z@hkSGP5lk7Z-gOU5`C>6Wu8VYP>%e}%+dHYZ|@hLKW5hdvM^j21o0j9KeH)%i9_FJ zu777celiVRdK1bq9uWqAfc>4d*!$WeX*k4VwC}S6->O{6$$|DLkF!M)Av?y-gZ&cJ z@3X%&dJZ!()?6Qpsz@O*1#D)Bla(V@o>IbBgTh(w(tdd2w!M&_!_*2 zf1jQ8=c1_1R1?sDq>nJqH_r_;=qSMBkb1=5bEPjTVy_i~zrpd&HEs=0ztI5vLwX6r zc>~Vpyx;hlqhl7TjH3CT4>P{mQTjdi=M1y_=0exLizmdF%j(hj)P>j?<9-|1%SaKkCb+#-PPo-fED4 zBhFrG*x>m@yq|&eXNTUd%hWdI^2t8iqJMkkVYwQrpJQ4RJKF(+d z_KxjydxXavmtsI z(1ZLU4Buzs{H_!fPra!oeoq6(%QINpCE?O~u#XWEdh&W%1vhUIzZZc0<@xvZUK1q# zzZT{{dEw8WN~vCg@o>I*X9TS`W-FALK3tV6c%I`~0OyIQ&xD~q@{cg&{uAo4VT-{1J|q zzboo`XsP)Bx5$tDoYV*32af^&hV&AKc!&Ha4Dk`|i`8fRCCvS2ex+={!`bC3B}C7) z@$G^U`YWCzp@p^*rjnc=qce7wV=pU~?I5ukapdE1D zf%mU&7O6(d*jFWs)LRK&o^(hbd(=7 zOq=hw-0V4MR#w|}V9&_!o6E8%dR{yM@eBD^a4BDE#7A?m2jq7_vARLER8JMQKUOH$ zSdx>l2;_(JDSYy$&Fp}B@K+cg3hOVG^;{|bpEUMg_`7I*qJa_Umy2XRgyB4>p9B}V zZkh98yfxS(_E)rQU*fZC%ej9jN-mjpdWD_zO`@l$Y)hX}!^QuDKzR}7_oE1N{bl7c zL{CwrZu;2Hg}-rmw(wjH%E9`v+i^&>rgeq21xvVW1GIA1rE%$G3GkMbi7>p#N5a*FqV zo#Xzu7%{X*e@vL~hu=+>GV0nzn%}R!TYt0Z(}o}1AKcr2yvi}97VHJ(d+*N+Yuh4K78;m)i)!0flf_YE*x^pE!gwG_`QiubEAzkMKYIb>*lKj1g& z;{*NCuP0X~$?6k54<>D%ulT10>>25Oux9(G-GP%K{t-?ro~FHgBtH*(a3;yW@rf1i z3;hjY;4k%G(^+bQ;Y}DH%O6U;_%Pt(5U^*AZ-l`fP+uRaWZ0#hKFGgkBnF%=pHCl)xdrP%v`50+K1(f)>mO}sg8g)? z|8#MIWnI7r&{wSg^q|5tf1OB>7xw@3a*WNyAN%|*_->PXUFRw<$o0aZyfit z2*dnvf1+&d+iT||j)MP;mFPcVuuuHnnlRWS`ait>PHg&gyB3A`Cqmv zXK8R+5zG(ulQ86))IXIwlfINiUM=hzGKsHu34=Z$KUq2ZUbC$F#*<+NWiWr_|MOAf zU1n`HhWqS1*KaTUL@mp1y_52lFUv&DGG zFykL#u8%KAcC3*Jh=ur%`{ys`9`$&?LmKP}`O7fV=a;AT9MWC-gTA7^zbvS||0v)r zU*EiJDmdEU^Nzi5E|go=bg}Dh1?zd#zw!*tt#c;S^82QQ`Tl8nou%I0IPv#VNKb`D z@0YWFrUJh#CHhn`;6jI{qY0qz=-(=AJaTO#hJgP@{UHqd_edXM@IO?4$W!lm*_&kA z68|eU_(`45KL+b<^amCDdPz0yJ_q~7$lr>KMuj=Ar-MI2epFPgPRyAufc|3rR}+tE zPY)O0cf|UyR$4c|4*LQ39Z(*xl0ODV^($iU?F+9e6TGV*=RkkRk5|7;3u1E9U_I4G zGC#tQe+&QMGO{-+2mg-xM;P`Gk-k^ICVC(JcnI=iq^DB5ZQjC*e;^-1`>fouQSak_ zn(RGDp>lWn3*`ag_k58ahFN}5dCPULvGYN&FPu;1#4dslt$0P{n8e>+KLTkf1Tps(2fJL?mv!}G=O_aLrW_#mjXpbYd6^_ejH z->OiPQokiKqCfYK@1^Xog)A5UKLE!g4C`y`@4fx2JqCK$!9SpU2!sCO`iEh59z&R~ zhZs&}{h!jaIkoo)_$TD&`)3;EM=ZtvZ=vxKLwq3ovs`u1^m(v;!|^_-n~xYd#*6dk zgVn-GOr3e!b$cOwT<9+O7RdjmlAkaUQ=f|LqRW14Z zK|hhd3^RZD@v_q+44jAiiMxFM)l7SKEuv zN09z6(UYcL-6YHJ=YAC)ymQF^kLUYe{ex%zcJbx@kuc~x>Ra8J=3v!;La-m~zpnVj z`Ii-4A-(vb%lZu;@6|l~ z3i6hSMekypN!;G+f8I}vh2;&K zbyhxB^X2iX;jmSp*;9Ae4@7^~kX?4)L}?Lk-*D~g>MY=J%t(e$d}A%)SRE4Eq01eXft+W>215xPL6Tl?=vP8 zuWLUN9U z&J{mj4fcWh*nBFvB!568=r6W!&WqcqxaK*`ANkeXl)G0Hu@>~br-Z+Rfq%vl{8R6E zpI3YTcc1*H^@leNFLJ@3qJJR_`8?(ito#u1gJJd_6k+)O9{KTe;OTjnW0v#vDq)}x z`SCNL=w@KGs$3J<_s?*(5ATeZgTA1>|LX4b=5b9a*dyM5CJgI6j4!PGA^DqM+pi3| z6A< z1M1H$sqc(Z@%wr-{z4+dGjf_w|dW0;+{{Jz=y{iQD5VLYVwcf-pad&XS`eMkLh zwf(cT*U~R=p9I^tuFa@RjNJ+PNH{|3$DhC}pg*`iZAA?C+y5TMba~LyA@A#fcQ$~=VEe7b)z6&OXe$*v8)*4 zx?=?J^B>IeDUnRy0}6WSm;C&2{%*fY6I{rGv^id=;Eo|O@d&K)aME^0Lijn@}|A$HRT_kh* zN8+yhWOlyJFw6f$vYq#?>^d|a;yv<5*7%_Fj%9MtzeImUvf~o+POh;AjQp1MXcwaL zH3jrlvK|u=hWwoBV>!ep>W?tp{}IV6JYkS-L@J0{fxy5CcD{ z{L%J(+OK2T`+Fj}oZj-YJnTRpuv}i_g8PoZcS<@88*dphqst=T2ht<&GPA|rRs{Bf z{F0vzzetJ@-=C291Cf0FjXtJXrhGj4CXa;0sl%kkQ@O(26B;ji27`X#cnaG`wid6v z!2E?sAxrbOs?P$*mry?xF1p9nRoOu~j;~O*`_p%eaS;EWO5{x#;wSQxF!V1uKM^tP zjP}hj#bbuqdPJn?u(ztu>kyV-G0eUX;+XOWkz$gbhsP5KX0IZp0bZYPx(*6b_a<6hl%agzKBL2s`(D~g7YH`?`@;Ls86i-*t$^(>Jtv>YJXyo_&r$k z|LRF!s`t2wpnpj`6{)9AlXLVC@6Vt=Aq@OO`7q4%K|L$RwDW()P>%g;w0ryTeb)c< zMWbU&_}F9O_>KJ27$)`W;LsMMXW;zXl-z6_ zt+yEH#s1rTz3($^!xE4m(%a_eo8fCyidcRlYTNtghhUEoC`Wy5JE-{3((6m0f263CQ#V1I32FEEeSod^C%avmpQnD#G4?bLg_UQ&yK{0hfw*ZGHa&f4|xe-4yq zJKGf@-77YL{~&B17X6=3A07|eO?WWr+e#m>Z%MoswM*++@%6YL%;%uQUI;^cb@&I< z|K3=Ah+mTYjA8hHH_ESl=T$Q{mKnnT4srbU-L2dE-r5ZL7|M?@=O1D4w>bayd*d92 zE*%K*8T-@HczEw_aT(N?4dm)2&fj{R=wz({5q7%PVHK! z#nv~X4s|(#%gsF1qcncU!MP6aJZ{K#Absf=5Pz{oyC29K=hJanL#X;$rTd;qkeR`@I9g|d9Umws^3*H`e&f7 zHLMqLeuTL_F--T5MO{xnyg$yv0P=GjziXC|xwwNl_xIh(RW$34xqISW@gM9fHTZ9=D&TpQh_$Ep zP#I?XT@17JuE^-WhA5HIIq>I158>S;FJa79i#-PtVLu1U8K(VVkw`Q@w-wEzOR7tHug(fGFg2-_)FARJ`vz@wZP&!@&7^;vUfh~1 za`YaJ$Ykh)qhmeW0>6;I45u@Ea<*{6&4%3<7MaS-)ekD#%k|Y%D`>V(f;Q}j;rOO= zjGGsmO#^*J`b^*4o)xvfMuEi(GoM!pnQf)GKQ>D+s)-*p67Da44yqo-+#o5yv?fmQEJd?)zv^cfvu26Vy3hB30 zwp*Yv|2F9NKbY+Yh%C*1&iOCmB#e*om@xN8mRpi{zVN*W?F9)v3{N9}L73-*JqYYhSY;zb9250e+)D?z=JmvauKcU$&_4mpy+ff2~)v zluD9}*Khpm_~yQzuwFxc_RD{>*w(QVx1WBGlroyi{Q+Y-7<|;b&RT9W(Py>I&r@T?KIpH9WPHM)KPW#|PVaAvtfEpq9=5H5`Y0c( zLwnN4)TXlc%|uqYkxK{mT+aPLf2r)gSKVWPKbVj7PaeHyaQ}MfAN{kn)Vak?{xJ|g zaJ~a>XN0+X-r@0lz=w9rUN`jueZ=ty^Y}DS`lEAtk36m~ggJc-(|NRL;B1pIzw5ff zek=AjFe&rF@sM-eo(2{)2c0gr0e(vM%S41B9-w?}rp+5-I(UL|1jS>*5Wg}0*#wP0 zRX$Jry$Qx6!V242`%Nm^A1vzFeG-ukVYXjj^P*w2g_Z-%kH#a+{1=sTelVO$^C8Us zcPO&8zSG8G&qv_rR*8HGLq3B1wjJ8m`AJM~?yqdG+rRbpF@^b}|FON%?aFtX3RO>< zFJaDq+lt;Utf-H@o%YzJ|FsQ-44lBcvbFW~zRb}wx!_OE=* z{llRAUb|Z7Rd9by7}noN@1TdqPx8*EgFa!rA`J3E`)2qE$&b}PMfyw_=8N{p>NEW! z%=eENrt?$LppR<3UyO-peqxyAGlYR3INspiyMAwd(+S2$`3`RWU}re8 zf!q6#RpTsw*0{s>-B^D}+3FP|yD7kZH?(hisXvN&O@qK*u-yJwM)KSB;{7Y+|4?;B zC-d(s`TT|sXcVRoO0*QfIyh9SP<_^dwN zZx;=7Qn5~ZZwvHezB=rFpu&z%iJ*U|PYzvEMvhW^0rr9GO^1A){iV0g!F?0-4-9`J zc{_Z2_{v~#gM2aWFN=ov?|XUe_X5aQP@jfR-gS86W<}^9#~VKN`Y%KO7VyugFT

  • D)Y(epmFzm0O|6}F!JveI*{H5`+KW-1hpE&jX zGD^JviToKM*JLCs<;~;E2(Q3hkq=jCo}>1TyE|St*ijDt3h8x>Em_^S*9?tglE%x{n*T8)Q9B-t`o}jT!Em&}&dN$Q$P~=7wz_TVwJ6i&0;lrKRUDkPm?M3-Zf3 z=h8;qd){zg3*)WxHNWhJbAJ>bQG4ef?{zH}=(78VA{VPT^IrbF)kV}F!}L9-Xsn@$ zaiVq+_y-(+>|Sr(Jnx&ZzlioaPAy1gz-)KOpOD^h9`djID}Lhp1B5w!gcZk;J&v1q z!2hh-Zg~F%=^qzvRU;ap1nUdJ2g@$}@CkzbXdHk1mi-p%&zplkLVk`zxj+T_%G3 zalDBR?&%6@;_vg2{}WT6t_m9A1KuC$B@Fo+^20S^(}tJJkHh;M=zk_PEWNNSp#|2L z*dJl2kL?LVeu?vCnEsa`nmlk{*(3!+i2vCCnho=><3_vvsx)5dwYWtxls2Z8wsVeY@C-4}F~O%oq9VxkN|P(5oY?#|Xa*STtFG zAYkN|Ct}b~^v8r1*nB(V0~rr6J$L{L`!BqA+)V_&CJn-Ry)@(*=+}@`GXKpS?T3oZj}a9PB^gc!a?oQGVXt zyTohx6@dSv@=foDI>b4#@5@BqTNWtxpP>!@PjcSNFnkYz`r@6@dT&YUdcHpQz8Iq5 ze{w3{&-T9e*n9nlA?&`O$Vbky|D-CY&?LE%2p($Tzh_~3EUr=Fgm+S4gKl0n@k<_}ND__6(rN*t--)749 zGyT%l7N;KW5AS)Pzh;>3Q-}z|`V{S#VRjzomt`O8A>5I9K=#Hk+u!uNS!%HNj55Sa zvhgo zzx&_wanAdk*Lm$TuRrvU`nB9)vB#|>ZIBPvU;Zj&O#guj;7_T%-tYU;!FRyg&|fV7 z8PRiP)MxH5UAr3^Dm`5f80TNE7W4ayXk8j#dYbrHNr zh2vil@yI5n^LWU&u>BP;Ps{v0cNg+MEMKYG?@{3CiQtd0e3emaUbW^}$ak=O)jF3G zM>~t&D_AS$A7OYuc>cc_@=?q`SDiiRS>}6^y^pK2DqW_b?(qnazX{eSY(Vx!Vw-d^S;`{<6u16;{FK3 zc~+E<+nsN}G8gUS{98Tbf^eFw=>J>s`_(Q#@9eo`3h@WWzq-t2#LSX9$oKGj!hHRf zVU|y>ej}XJdEs~-k5<2l{qsj6i`^g7S=|_9RDEuMLIZ2>&(fI(lM|qQw4c?8*?WyT zghBt19(SR$N^y|__su?P$3cA@@7kxKA%~kXJ6s@tzxGwYoufvg|L4Q+*S;#5Hm}ADM zxHrj{FxUh7GmmbwJ1$L~2lBx9$}r$*`vbyoe;4`bvCdVud0CCzOT7QALm2D{<>B$GpV^PbYoL!<-&5Y>V%lcG|FGdo zrRfhu|Idx%@k9*mp}l%Knhh{bk%RvA#rjB?=ewS6PS!i$-h%T2$Zx_>AII;xYvl@+ z%1+!K*O~aa`pwwI=yOy`LRLp-4V@OwU= zpmNA(P(JK?rvL1FRT__vgnDDqCqp<7f#dUWtbMO*Ap`q2_&viZG+v)<#{iFp)$G2J zj_;lDk5_ete15h;xLof@!yfs;WIuk^HwPU_^aTHo?fK0gd%8a6fE3#g^?RJtb>E87 zAW!lC&FE}gVf3h5=393EQ)lC8`L(8j8+m-$*!-&RJZTHak1<~(4C`-bUkuZGcRK!Z z&7N^LTe$xFpOqeE{Ok|kKVg{OQ_}ITQ=0a1*f;K917hCqa=1H;uZIW3wA?GuYli#? z#}n}AeAg{g`hosnJl~Y;(y#o@AlM&4|F(It<}Y8(&LB_1H?Ak79heB~0qDQB$gXlc zU)2rb3G#nSMa%@ReVf1@Fy1oE{M%OZ%N4x`_k;SVe_LIfyr;Wu_t2 zn=t4X`j?>9EqzY+lz{atq(5k1_q0`8??Zd&Pl8Sxx4eAu0{D;P4Qd&-b;7I+75aZ8 zo$Z=K4k`@(1?R1iKidsmD@^>3NM@d5Qb~VBg#&f8!PaM*AfU z{6l#J`$-%+uRIp$8zZ)_-~;*x)5jd*{0hEzsY=;X3f5Dw{g9ry4>S~{xW0recxx~9 z`Y7nb6!G_jp&a#(FxWTx6IOpc@grolVwh(5aphqouaMmVUc+Ox;Ji7`cS24qRu45U z2LFihCge#&g;M4kum`mN9Z?Zy*QuQ5_Oc^U>4JvOLf|isZ%6)!ah(tJ0e^z}z%Yv! zI|{EYv@b}9_=NHz4E)0HL&pvq+%x?-w1?k^p1j>b#pp5LuM4d$oBiRw=>J@iKVcff zBOhvnfqzGNhFKZBu2Jv>dExhAPS+IGCj934XIR^Zn%beBeE)LS*!c_pQ+NdDV^Ckh zl^<%^Ubh2(g7k&k9#bgpzYFAt?T63HylC}B58B86!yi~l6*pf}94I?gEDyrcE|Qi1 zV$j!|e=&>~&u3A6xSx;u$-Z|c`onAEZ}m2u1?$&D&(A%E!##&`{}zrI><`O#OSyHv z*|Gx8lOTP&7hD?mYjqyvpU98hzVV}M`^mz5h3ap+J36%aaHpI29)r#v6`9$tOPsjB z*<<}=gmu3Qa6U&Urk`Oi@^5=q_#gbRBMtOpCYB=xeMWxm@x9`k_R9(A#qsUgJZGwJ z?qY7ggdyIe{P$$ZZckWg!s*-dGS>b5CU}opas{@J81zB>zL*Y`^Yv(k*?C>U{Jh_u z#(5fX-@n6pC(-xKaiY?i&k$eGUiWtEzTMpC49ExhLm1*U(ziEsM$N>oA7H->_ZJ9r zezEd*tbVtd%R^ZI(-M!DFt>lg zT;BVpo%asCAqnf9Xs`Q+DXz=cu;S}8gh3ui|NapzW(h@&e16O@%aM@L-%dq8`Oc21bud+m5we?xvopHuDadr=?OPcc6r4D_@shx16-U(BVL)YLz- z!QWy1n1-G|SIUo8Wa~Kxs$Z1LD7v!yBsvET1|2s2IbY%i&DRM_IZ}Ke%^!^CaM;QEl zJIvSDSUH>D69)aJ{;@rn{}KM_xOdGL(f%E_cSQ1d=$P-K`;(||M=Td))W-jW?@_-A zv;WJ|VdeB5Hp4s~QaPXB9&xq0yxaLM@Qd0be3JYFm4m(^eMj8)W#3Q~y$_H1E@AKw zXdg$skG#28H4gF}^dCpQ+7?Cb`w#pj$~Vqr&6M+6EpYw>^^-7PZ;RVC+-LobByL}E z-xPH$0>XHFAk6cxxVGSfd-Jw|e?@;r82k&$FW!E|kMhE2JYS6uvg%duZ4LH~j+eH;@MIos#qsU(>^$W0c!&C)&Gj(9#_tpSzdTZmPl5WVAA}+P z;P?}MOkdO?Xco|e=Q$XDMeCJ>VLb`uO&H$eK>cQTar^f8{$Qd@Z70X*N>~p-c{9w; zQzhP%Id?e6hQ}+ye0?YJZqTU4w3U4S=R~J3M$60nAl{)oPLw@PJF&1g_`^VPJR=P6 z%cFc)d3t-yKCCvR1VQ3%6mojbfmI*#a5bsf+2!s65|D`xJ249}b?`!L% zctt$^JL)Lt7t%)<^bh$#7~VTZ{<3oB&r;$JyMKKrI{%IIr=;|s8@6m0&^uVnKf;pM zv>rfM%8~LbR-fMc(qWjbUlEq2_s4WnD&>2~PV)tN(ccpWe~;roJ+kxa_|ersKaPhm z=riG&#t&WZ)qp>v`sX_u>l_iimxwr3WkCnIO{@5RL#pwJ{fnJKpd96qx?rDigG?CD zhf)*9oP4_ADW@m(q-90eo*3|l*k5XD`hW~wk-Z>4Q*#Gitr(QU^V!tO#jY(&|2N+| zv+{(^gB~B@{2Gog&G@sucJ*+GPq>~!82;Z9`JJ{)I7_GbH|%$a{|`%tFx;0wdKqT> z(dpebJvpD`&(D{on_1qkX$*n&s4}s<2!lKm{>5@-5=;NZ;6E3%!@3gA|61o?B`s@%aeI+?G>onIJoI$OmDG^qyhMI8O#g4C z!@g(x5A6FI;xEH=KbO~M`?u#e&E9s@qXqN{_2c~R?>ls+1oHLn^QYF{3fP|Wzw*z8 z0n=8V0RCZqn*j&t9H({%{dg#*pW(^0|3?_UAO3GS*f-9vsT}eJoZk=ze&GC`Fr3Fh z|G>&4C>{`o^$^q-hMh@22t#~CeaUd|GTjm;zRq_;A9u(m|B*Sv|MkVJLty_XZ^H0B;owW=@1NcQ zd%^r7^IT{@)Bd9K|LD&y_!T?vd(#5`1>3(6d26rnrdH5Lq@OVOf5cfm#_mpRxefM@ z@*~XcKg(?P?DMaTx&I;z{-5fnG@&Nc}4V>7X$Yz&GDSU-iy>BEOUs)cQMHB+R_6`+@BK$eZl@O?q2ui$(T^E zS8A{D@3#I0=ixjP>ib2)7g+g^;t$Kmy@Gf^^dJU)QGLX~Uu^G^@#%xHU;H5+OA148`Nic@pd- zRMrN4M0+O;{K9;MFpMA9D;Q?$L%He;v{o3cgZj9iO&Ibglpn+No`z1Y-F}U(U3b9x z8PcD-`g?_;l_s1&L;7-GEE(;i69@SO+Gp#2K-jHu@yyf{ZYoHhV&mXPfIB0!0$S1M={OPMSFXqQe zvG||AxZ_Iqj!mGyIG%jh;Mt|uGQmG$`}wPyA2_7E0Q;hH#N58}|NPMCyRfZeD*2zQ z{fwRau1Ns?WBscGBzH{te1MPVYEnq|gy9$Yc&`?`U)X3eS(fd`Tz#+AU+~@w-k%cR zzt_3uu<5bsBMZpyb;a@|4E_(tcWrIAH+yt9LVQH|5r*;O{NY-3?5pRA*E+l;eYuuw z`6<-c)FLy%U!%Pe27iP75e9$P4s-jx5&j~%d`AX9?{%ZTLgK->t{_ip4>80; z9M6ppA3Qf-{sr?xZrb&%ez1wZr>t``>PQd8 z&%v<%g6$P7eEM~ESs35{xh2<_W-osq+CzB|27iy^W##mqm(HyP6*s=lvy<3H?cJ6P zSy-L91>}wG-|n(=N{s$t@Nexfzi-6Kng686^-iIhmo_WS@ujv0=)&AH&8vKt|$xoM|s{2-!Sc9N74O6?61f_7(z_?vbZ?knN=sT}MX_4%QbqE5R143IyL|KY-y zS(fsClG2n<5|#-ffA_FfS*^BKjpyGF-`rn6Z&4xKho|-$rgikzdIs%dd;ggY z4e=c1@n7t-n=z9_@6}LwPU_#PldJ!S@8nGRxjh2*yRd$#+WbyqPKn+lLjDkj_K^Rj zR%yq(O)CTYMtv=vcSp8QswbB>;g0P5Ua4z~S9L=(zaLg+xG8E!k0|gr*k0K%*91-d z7hq4Q-{nD*TV_Q^!+a0R%VSF8#~2I;dN3a$4El}s&B|w!ei3Hx@#wJnr)fOp=dL%( zrd@*lR~&D}@Bx=Kw&g;6#qn00ni4%aQ;YlGiq~Jf*0`zh^^Ql5E%T=M7ehQlfBR^| z=?ewxz5_k|#qs1(aLs`6A)@~e!S)}W8m^_gVj}qWM_7&+^d0vns2uVU%=ZXGf2dCk zv-|yo!QPNRkDg8);&jLw_LGqQO6B#1RvuEk|H=cp-IJpY6|<;*WwQKz@1COb1604P zslzLc8H#NE`!PIiYBf{z|3(;ZA3x|i|99Igh!@!36aUIt*K6-U{KRs?F#jWb=y36e z3VXTZH2x=uA--aNg!%cEC;2n`UfS`Vz3-#*)H5e6P+>Xv7mOc-LEq4xo^Ds&TqC;~ z=rRvt1=7$^(fX&#Zp$ z8G!f^fx{T;*f-kr{~#ZtaAcZEa#i0xG=KiT~Eg=l_)`cl<(QSiVg+Tf3n z{wi&)bCTIx!QbHc34^~u{i`xit?Zt)6!z!Q9;-|?I+|Upfc5)5V*U^Y`!@d_<0rtD^-huTP^iNgaebe7;?FHv; zs6JwT-|_h<=Mx?mhw^;xxxGQ($}9t}-_MsUlb3$H9`-X(|Em2T6h3=V&C9EU8s~OQ zT@CYp^l#O*?w!*dRA7A(`>SqM&Ns_+`Cqf=+Oc=78ryC@{n-DDY$eNHvA;RJuSTmn9Xx&&{43Uf^~>3{xwq&&e;ohoVNaS* zb(Z4ui`RRcWX|VjfxIzaAq@25dIn+ecc_1ax&E^6+5C;wXZ&WE<%6#?la7}E$mQp~ z3G?y1@yoEtG>e4!3d;9QjLfK+q3^*ykY8_wNe9N2E5iLUEPvPfNqI&23%>qbr@U9; zk(4~pkN%;qyYaAoOMT$HAM&@(*59){{UnUvT5Jytv-1RmVZ8_WMHuoSTs?5}%F{4ELw`V+ua6Lh`wb``hMB(C*JmB5SGWlM;dluH zz1ZJ}3HMdMBqjsDY{c{vhW&bsmxOt|V&yFUewcbFP205^)?=u>g!kpm;ivh0@I&hH z8~U~f_<6|&`LlcdR*By0MS2?a{a2;;Un%pHzHb;Bd3AciS8iVoN!EUW+`x7YNPg1&#Uq?WhEBD_k0xE;V$~b<+&>bAd;q_1s{MTQ=-9J-d`(T};}v(* z0euEy`Ur!6!2Iglx>b)JRlMi<9bqotZ+Ru-qJ7oid<5z{VaRW=Kf(%n6c4`L+a{}M zvQ|PZQ}OveV4h; z)01v+zYY2Oqj6H^khJSyZ%f7FBMkYL-M<*dWB4xydItTAL7y;Qvi4TecnQP)PP_hq z|ERCcdNrQKil1Qqh5Tstk((wpOSHa*`aziMd-E;tnC04{`*rj^VkI^o{uvXn=)=1r z@Gp8|`UnHPcwUcT`u`mrhM7Mm%=P0}uZ;&%b^hb~gTH!REB_f&D|vwI@z);56gicC ze1E^CUz6L4p=WtM-{LFd{4#JS&)*0`zK-_S5_aK+vX?#hV;pa*`U>N19X7%FIV^8Y z3huGhQgogj;~`;g&utpko#)&g4#@eBXQ$*XOn;=NoLSUh{m8Fyx1rfBX)J ztS)^21neF27s9Z7n`V)p(zWT>AxnSxI(f>73{h%4=lm6=i{s-g7 zpVOs_3JK^HJ>Ow3$TB&|6myORlNSlFywb)d*PVoZvu(dpt(ODivHhMY@Zy5v;MH0 zomXMyke`d?BamoQ9<+YsJXk+=6wxb?oOkKO(!{$kUh#MYlE`~ zr9)$n6>Np^B7KCRKddjU_&vYs$pUuXP$1oUHMuC%Uik#({{oqw_7i$&Pm__Hh}a)+ zO!_8}KQ#I1Hp4owCn`tG{G~wQQ?|B>dokyy!tXckpB8SH9Y^#MhWr-kRqQaUPij}u z`2)hE3TFrJzN|p`oj}oI{X<3n8KD2zpJIOQ1IdsSmP{4h zuf_g4zG|wmb#&+TmAl)VQO{h#;-5g-_2{9OhoYFS_m7+KJ zbChqVO)dK;57PvBV*i9;y#nb|QJpz!O6NlGFJgNYs4RP}*LJG~?zf@*RIaDIUVU*9 z(1-mIhI|zHp>q4(Nuv?oaNY;`tMaJ0XnnwEHa`%k)N40g-Pa%Xd$C+~xPnZRk|H0! z>eql%aX%fwKCwU5HczF9qKhDJ#GTD{PyAA8+Q9_lt)O#+d6Ct{Vs<}4(7Clsi$#Sm z%U2kNd=%;H{HOnP>HY&*ybyHBeUQ`JMhWI4$p0>taU*i#9Kc@0{!h@QepzhTpfO69 z==(08YD2H8rLg&xplkT5e$qaRnST{@eSN@j%*1ODU(p|QJC}HT(td52Zy{Fm@1Pp` zK=gmMC_lpNy+r{lf7!l1%U=a*TW{Cxy*&Zqxp=?1zGRO9$OG%E`^O z|AHQ}_uP7&)`fV0^!CVzSs8j*^qxQBo&$7;1Rg16=U)XqzdD!Mwk+rT(CDZ3=6z@u ztOugLYuxq!@5tK>@UQrNFUuzf%unrw{SzE-FT0d+5!L}f58+u8Y_%qDg7(lJdU-zm zoLs5`{sX`7-Tid^Mav7oZF9_Bpm5CFuQgbZXPZHwv_V!EqJwm&)1yp|NtfzeD}u_aG0Xug?m}3$nkZz+SOG z!t8x10by9bLjRy?v~;?rR4v3a)CWx`o65FG(Rv)lLrrIoob#TkaK97zK^XEm93NrG zUr_$6KCSl)Sh)e~FZpnd|E52XUtm1YL=5^)?PsO_`TgH21zK+uXnxaJ^5ci-JT=jW znB_}?zEVfu>&Dx_`Dpx}FvL&vZ+(M4KT6Sa=l;F#m3OY?Lx!;X>;kP$N$Y}ptpfjw z?Q12-+{x^74g4p@Pr_`ySHQ67#-}LW_Y2ds^t&Zs=UoN;eP5oHl$y`xhYYj%2*)=_ zepH{^E5mf(K+r$*+)^8zKOoOMaestCKXv}a;J?J{rK~<%pX8Y4Qw)QDMEzmy)Bhdt z@?|tW?Jidi3paFz^%ShH9hdef$GQmKzefGie!a|U`n$KVpMd<<{{2e6WP2^x2kH-D zS=w(D3>azE<@iiL&@a@N0p8uVs81<@{S0h>K$7~A+NyOhUc@@xHET=0w8D6?eZo+V z{1>R(ZTY?Cgwl6vPY`G~%ii=Cn~w?vyX-G&+y4UjVSS-;XDhYFWAOjKs4ooD`ldjr zlF)DWzNO#~(Z2~dyDyLvsKNieBfYv-Yi7OZrf>Tzv-qg{wa9MgKR2{MOGNv*WY73#^Y)`OS`68tx6iZ)(3tw)JLPF6bN8uWC5tQN4}r z7YGI_eJL(7{s{HO`xOkc^%jOeGE>!N4I!EmtB6+4&2GVg8Q&QMnwQ&*bIw zo`ztc&Ag4Z-6r#RG4RX|n|rh1{R8@bkoF>#M`J!heu4ZOv^L8)e&c=Ef5Y((+G#sm z>hv5qFN6NkX!IFb_Zy{3; zjCTCl)Y+;8?%SgN8inngR=cfOp_ckL+E=$Grq`MOeV-fB@q57%ST9HZ86gILN$nv9 ze}?)(<={W5eJW@6Y*apAbW6M|*C%6}>i*LzFR=Yg!Qk}HUS@+t@898ki7?0u$1^zp znrlF=Kc9~bF3a7&%_j@;N6beEbN?{-lS0bz2rIA;`o8gOUuU^`_`g$XzsbiWDCH!N zw}TNwd&qASnMvzr`o9B=<0B09(H>2RBn`}<*DhF!Yn?*aLu{S5QdKKFd?Sn!9a&%-XtZIB-O z68sa&Z@8l5@Gdgyz?Y`)9N>HR~& z@Qt0f)wzaodmrJk>(cUWw$L8ZM_6h$(Ko`=aaM8cK3E?`c@yUO>4@a|nQOMphxH=N z=SEyD>OP<{1J=h;o~ARdc({Bm=lP~-!FGYI{xgst^4GM=ZK*@SF3A5eUYI%AMPK=r z5AguY&E^H2aC=j)$mWw~>%6aod87hAss8a{hBh(%LB2SCvn)NAp~+)lf0@b&&m#Xf zGNWgh%<5#&7lBxR2y=N7hWLT~k9;R{PpP7?qZW+cW^V>plQ*_U3j$9usdMRvIO@0se7qLH!IXynD zm_AXC_SXd#J3LH;TE6gp80w2fz4eiq($UZ!%HMKWjr7e`N5P+AIm5J`B_IsvRoa!q z__06BDnDhIQS7fKt_{Yq;sZ{?u8~BIgAq?_EdaTrfMqS(R82k_N z%Sy9L+qE@q>^_LVN^9wq^>>Ew^$4rcY0d+Gt!4Wu0;|PaZ)%^p$Nh)Z${TSKO$$Ij zslC|iT^^;s2YbW#H+F{I#)A>(Vf;w%*keQPzVd15^nv{S*tW#AJC)x9y;S};{rQXG z?;#(@_Qp+e{P96kiJcb`jN9>e|2&iRd_FubOuN0BsNv_`$W(h~c zETG=gD|Y;<9H^-6wT3J zI|}55{3NVW(;oBuY(kOupT~V~!}u`1O?Z=ha(bLI&`a&Tb4z}^?JK*FCzv>4LzjTB zmXN<-`NU?|&g~+bOZWuJcL1BR3FP>K7;(Rx#W1# zI;aQ4OSErWMX9+#XTAeH$Zy-UQ&S3UMCX&RzHQsrpwp|ng1j-lFx(sWhXo9GYmZ?* zj{Ku?wm!@1!}=KZH+jyXUK2}1=X3gtae2ZAl)#?JNeA26nOn|4rp9LLX{r_&|O`I40nC*tHOtkKp+1Uah{pYWNuFANe)K zSY_U!e0_Ld9LuMqg-e+ZxB=xDucw@Iv0dk52l8l#;eHj`83zm z6K3m~Q+~Gk*qZvm{W_Gl{rbG=FSRy-e@Fjff8?|8yD~BoIuLg?wNf`1Sy?-(IFU(h{oX1Cpy~oY3|7zg<5Mk1p?|_r@qf33T7thoc}z`TH2=sA(S2I9H%D2o=aVaXsF;&{96M=dn2jpo z@x*a**~IR@6Jfnjyq_dsIGXs+a5&M+uoLM6VRn9peb3&n6HJ@*#QEuw=Y0OcFq>~o zvya;+KPrmn)6))LTEF@2f8gIxU#49s&R^~+ir1)L)4S-_eMu?>{^Izi8$5Sue&P%I zh5VoHbN%q6W&ex!&Qs&n^yrVnBFXZP8^`D;kuXoGS`B%Y= z@%|OJJ4u0mr1IH*+oiG(gT-KfGj{mD=(Fh((1&>DiTQ(;MtefOi1sq`L{50K&Ug0y zq+sS*3#q7H1K55H!`z?Dl9|)FMWzAu1|!yKFzjnO{fYU2K1u5XMa&HEno9UhS~2N)$5P02F~Q`sf0oQke)dfv1$gM zu8@zRJm!o&dLrq*I**@o7Hl3>dP@lL0qJF!+25R#du6t3jD`G^zJGSO?;MXT;1A-t zt1YJ{?@s~x(Lc}K@Kbh2{%Wp2^DN5xjLvpZFrjjW^@u*goS*aT;->pA_X7Hq#r}mb z&sSMF?WYOmEscpBeAJKU3-dm9D(>8^5crStcNe437PlpeFuy>0T_!x%f3JO6(oS-@ zxP8LXm6F1LG1Q;_F9v(FXosEf|8E8KJ@~(2|CU4kKlon^>up32_Rswzeb3%g6}U{6 zY_>jJ`jJz`1s_35PtyuhBvi|Ho}@gDs-PgP2~z;J@hmD?MEU&x`&a743Q1Cxt^FJLK_vbNSq_!tv)iK)ghM zvOGWSuDsMh$QQBx@;b|RZ)86~{)zVDD)0UzKIbr;Zza4y`f;z{D`C9~?a{S*-0d}Y z`hq^7KU^WJx^7nGVmN<~^sH#x?;rlR8^|B=%3|LuJ-;r7_=x?j3N8M;p??kJm#O0M z5Qgz#{>AVsJf9^X4D(CuZ&lN*v4+nN@c8LA`oXmLJxc+jez`3!DP0p2591TxUlh0n zn>yGnf56UH3*7duI$q~=q*E=?=hiaw?YC+6kpBgU>0!9Hgzvu?>IQu_A!D^#6^)tPzfIm2YT^;sPF74HM*pC#Sj}o{K$tXUywYy9aeeXUhsABB| z57=Kp{c&G@wL_w!C?24^++EM@icIwfe@EqB6$1~2{x6?%N6gpL-D5f(9+36F`GxzF z!k=jdE<9ej*KXMvrYbtGgX39a;CyQ9*=Cr}PZW=L&D4I6O*+c+^^G;FCvOSZcn@ncu_s*LJ;Gy>F8|Pk@3q9^ zAq@1R{t*U#w!?fq)g$UhR>5u;xSfjhdnCx$-JWy~^m8q?hZy{k_&rtuD}ROO+ZpEh zAeDo@qdYyDl?N$!iQfN1elX0|M+o!v8P7v&7F^o0m#>$4p3qF+Q8*LMU!eTfZFPO< zp{FkQAJMz6K(Xr4S<(Od;P?o`emnA;Fvthxx$g5?m7-=v(0{5=xErr=WXMnM z&%I`jsTuvf5a!p&AHtxo7!SN=*L!!r8rM;e{OS7T8&rhShuM81!TMWWf6GnF0{XDN zcW2k~tl!V!JTdxjZ-M-TQn#`40;0#qCF0{#i=!Z4q?a({6Ua}(e7@s5VAc5z9mAnM zj>k9W&7c{*B|v^ye}hS?-pbla&Yult*M+BUm4kj_zD*d`htb~=hW;@AvvRu6D%h~y z%}x2T3ydHA(}qjy0=M2=3GoT(-SDl|AmrLnxc`FKZ&Y~oK||5{KGNqme_2|F`!c{N zpN*b_e-v~{>9m6Q>u>r)arW?uJl^xyhxrMPHzfMw*Vupykl!NzLcXYkO_;D1 z#*g&vkeC#sw_lUzuRDYX59T#3gZ#lr+&*F0Z$|wi%+5CpSber$w!>@l+C0m1T%J3E zrJHx^&E@%0sIFRv51yqE50IWP_l^=HTLWP}kL`!mZ(pZ$*p07u?2LaBCh_bM%pb7+ z&My};!$Ib*ei>mOmDANfHT@*DJLyCgPDw(BZ-9~}MDuBzsO z&@+uv^j?}EyyC_6I6ZG3-v|Rg@q1Rz_Vf1`4gG6BNL#Ly#id0(pK!82E$z z?YX?@cWmbo5Ff<%WdwwQ|2W>g_U_%|Om(>Z?^ilJcJaU;V4wJXMBn|^0ew`U9O;Qz zqvKNkE*k6|`595*l%cLG!{=L(^0WIKzElPFh2KZ24m+)3@xSvpk*c+dt4zOg{~xLL z+vBlD8uzb+VZRIei`4kK@A>p#KE6onb@Mg*42J$Oen(E}6Bqh?8;lqEAGtYqa!u71 zZjX^$2JJTX%;W2GQHmkE=SJ>=`eVfUM;QDM#tXu5eggT!Fr7~p5Qcb(^hLRvR-c;D z3i74;h>Gv=#=L7%X{1Gnw(&%N=1=g$Y1 zl>5Y22Y^4t`5MFQe9ghw`6Ww7<^eqzZ(}7&x4&#PhyJkt*a3Yfc3yk{_>2CAFr0^_ za`SPW^YTo9zc`-Q+0q{e*bRpDDQfR%VbZt3v!ERHIre1W#K@hd9b(BpAKJgssoT4r zuwI4bhij_*l(T=bOx|Ciu+)Ych0_G)tbK7L@@#l|CXiWi8!0%yOwZKg`+W(A6L#L()Cl~i z^0FD)dDBGqPw@N1fzA>I*X}D-Q-6uerb@3GD+B%y^OwZpJF>E-#c+QF$9JOt9V5L& zbJ#yZ{+_VDF#bbyB*0O@1pHKc!p*?n}uNoVzvFcnS6Pmw-`>HQj34*a72voG2Etu%o1 zxVWBl5;6CWg!z1om0w`re~?uf;&%c373%lNmM-7Acj^V>!THq5zkOPy4t(VKLXzs= zU%M+i@$|4Dj6J$=(#kWb?HlLozgQQ#;#FM$0eE#LcF z-f%MPw^BJ_w*He;ac;8g(7m89C=bG5UpW4xk8yuKPB{ka{iqLw*?j}SDaXT)4&43? z{73mFPaSwtFaI=;SIKw1PlT3~@%60aA0~Qz4zzOrm@;I?vaYhC`3PmGgX%>cf2`nFmJwShOyr-unH+4O`7xF>E>o@l3&(f7C1p7l-11^yv@sbOLH26l;1j`+;Tecxs*QegitE;tjgHm~lT9M~uBR}zMJ zi}C8rp-sV?(=|ZesNaM^zfhmf{3tkLH|Ye>i}a;Q&h(qzHv{5VKe2uj27aMGAq?>g z`NPWD`C`K053&8Uu6r*Z>QceuciM=V>vwym14j9$IcCi$`)mXIdsKf-M);E(qVuP? zo|lFg^auILFueyOAPo9P^k9AV|8|13T`_JhSDV4V;QX6mJJvsz!+JFGH*I&)rk;-+ zK!2z|#IQbq`bFiyACyS?VAt&X%g}aG3c*NJG_YEO5Tm;GMR_|lto99(yZ z-s8dc&UGAm^jD!Sj34F8FqgDW7PL47$lv1Nhtl9N(& zUq^7xzL(pK{3SfUIJY=CVCG`c|H&i0g!%fxxybCqN#`bmJaK*G+@Ze-t4ljWe8&3c zEspLtnIu{dNBRiEdB^tUb~K*z=hrSh)#)eC?=up2om3Zmfc0^#PZ-vha6GJ>&8IRC zub(+r=PvArWBtr4QPD43-b22M<7N0H(LlT!9SpVT^LuJXR?+T&}$2r4#F}Ba}QyPEP_eEXSulM5q<)WnU_z-1xF8_-?JV(r3evz+_ zU)uRCd-1Z({C>}+1Jl=;b-4)l<50erzPh}fmpTsg7x{mAc-Y+e_piYDXj~s5%-1_u z`FtAhWw(qaA5EWg{UFT!)#WsUm&;#?&bwi}xcu6%)58`m_&)?3-{m(U_j?K|cs@=T z{0H*m^5-|E=JVc2tJD5K_9RpNp5sLJg5}wExe2?Dol;=u^RoRaE_JwHBQ&Bb%f~ zDyP%As{TC}=MB^n4^Al_@N4cQkeMu*&&NQB!QM-4(FVh44 zMt#az;Pg&;lxTe)QUo}^o_popuH0>+|Mx+8<(55qKXJh>h__VUyeD&}+G6nM*nZyV zmQI$RLV13Y=k#!L#Q{g)Uw?6Xd9(A}S4G9cc=7u@PoupvDpo;#`W`XFYosUddfy=l ze)C{`3;Cb-*j+JY<2Ild<(a=$!&%Bw^ncJ;|Ei9E(yn@Wn6D#08D{(8SM5EboHW;R zc`?lPm#=MJ+BG}qJJ08@tKGbzS8y2Cw{iY(eQZ>hO%uL=d@x@l%;#Izv$A(N&VL2p zYm3Lr@MKzVAq?`M_OL#T7wM&PZr_A~UL4=et`a+rMSlT)qCdK67MoMjV9M7|ZknBP zjL%ub^ZT1Yv6Z=h9)SIh7Slr*=x>K1e?fYv9O4P;D`CE$!7!U&vic_(ecR`$KF<)n z_lxqq8Jto*|GfeD7ovBs%ig40k6=F$^N*V+d#Loecb?nV%_}koPHAiL`BK5awI^@t z{O`PE!RAxJm(-JCe5fx4r$TZ+-dO|h`5?Zf>b$CBssW4#_2pK`yW!ivZwLD${8gs^ zjNXQjzvKDoTZGwpX~Ga+kY2)Ye-Y(F81x_Yk1)IcD`4gHK9b4#mujo4WGn}u&_HS2xnLE7xD98)_KVhC<-fsM3m{f9z^M_$}|BEo> zn@C?_|K1i&VJ|_RIQ~MbW9Jw2cmwl89ADvuq!+dZZ$Mty{~fu^%EIMixc%N4+VNf2 zL1)3AVSaOGd&*4pd$w>s6ZPZH+1owlo_YfJ#j*W6KlYO7>r{r3 zeiW_M_wzq^kITC#r$)|o!V|C;lpkSOKScd0dS>c%cTFS68~ZDI)nq)QyXgH?v_FO& ziGIS6e^CEeAJz-nVZNVJ^yxsq6Z`flv{HHT4DZfvPBS1sLH-qAc68PD5&ho)(o7-Wc`SVQVxXUqt(Sh#1;K{ylWD9&8gR0sW)CJlvocs`yKa%lqLo zw^4sxHp2NtYVTQ$@5F=-kPqQ_|FaXs&2skx{X%~J=W=WD!1bM>eZrnM1p$)}!g)XJ z@4sUiGaSo$^7D)T{j8IFozjc1|CZ`GuB;xhA25!u)a-HUxaH-*4;+7~eYBys1^mAT z^-oytKWe}9)r%(omqnmYI9|eBKg+D|-h7^z1O5Z;v260+xXgJ&xIZpiYqi3Dh3Gsg z#^17>2TS^$%z^ot`280_*)2cYRr5yk{R6^qo(TC-o_643c-L-lo*&0sQRGv;WAz5e zPm#YBby=Yv68*XSE57?bzV&tz@C(0xZU`fY=J8|7E&`mlOfO9|*BuE$oo%gWmQaRPdzh}c=K5Dyc0{ljOdS*MsPB*0gFaAuh`B#_{$Cew{gPGO|5lGzoY~^>lb@$znC%x_uF1Sx1J>bMhnVueS|RRBkuPRhWr@i z%kT%HmwnI9Q@xpbY^2B0iD2ItZwa&aVFZL>eG$j|HuU#fN%ahZ#Kw^YPco4fatumd@?F zuGh#`j~-({{>Yy?hl!5BnR)zxTZ@D<2;J zCiP4zMch7NnC~XH!;2(V{ENY#n*WPIA9Vl4V9&yKnEqc%z}mMX|IGS#r2LR!Rq`hc z_aJ&dYzQ~K%Rh$9xcaJYAGiOH`)y67orlAEEXIGrV6Uj3tX!S+nJ`~3{-pSMtWKjT zw1@P3-Xf9dHDfh=jB*_-5A@i=!CvI=r7hM z4E(|Tsqx6Knack6IDZ?fuUC2dT!j9RpM?2&oW_su(k_?vlnJNuFCAyi#e3=lKI&k)B zkT3cp!XSU-4`FB@$N#ln!qm0(DdackuLy&`!1_)7mNgv;>d50y)4~^bzAA)*{^58D z^Yh!^hNVTBFPaDYo!I`j$pwmWJ)L-e-=1ql5{KohDi_=^7 zi2i>W_3!()YYwZbmcaTs=0iU^J|3u8cNO0I!S;VFsx%w4y%Wrz(f$a-_|cybhVfDT zSM{2k>MjEPZen}=ff)1+$HOpt52RVvcJm7_(fSAS^JhP4Jt!kJ<+1 z_&s6RzeD;7bN~BuqvzWH?#A)r1GMq(cg7zrP+FP%fn5#g32PnUT{847~(ndt5w@@W9|#>j`aUGg4P!X zKaD;|f;}NW+NN1pj1Kw>^J(-CZM)yc?zYTPV*B~OW%ekPKGfv){M+bqLc(lc;3w8+ z*ooRB4EZd!&oJ|stiBz|@3;T-{<-^X(04VGHwTLaFX{i^r@`VfmC$YRNVq-@^W|elGSu41>JH^5vNLBb3^GMZK=_Gu+1) z^Is@+B4J#G>z@OLU##|GTli^vjU?^U_^dycf!t{H+`# zA;hy6hxu)fTvThfLCH}+n$P*(cSg9Rm#p#Mm(Y+B*zo0Cd7zhyse z2-TL$QKbAzDEnjUne~Q3*zZC4$SL(0?OY-9hhl#zBnAJKY&*j^cC@ldD`aqm#q zAX_*OkMt2%)~Egz-cH>y#jH29hw@ZZP_r-AGKcTQ_k)FmfnVZ$kYUg-v3)TN@#FH;wB9A`aO?QN__<~< zAIAO&%h3B}!VcdhCe`}%f%Q*pPibLx-uzh6{Yt_cQdII(Gv#WieWgzyqGmXFf<9q; zgkisi>Nnmsf1{+q;+wFe`uHxlALYY*2kGmmp`)tdmJH*=`W;s*)~vm-o!!?K5|*R) zx`Z8lGNN@ZPv`d1@r-ey!jVqEUu;iV&MCIFqz3ql@>O23>W{DrBrFG49>m{wx||{~_`Ct`iz9zJ-TwP>r|Sup z9|=4CckHv(57GHg)K9`7Uu;iBLapVv-yg7l zt(yk*u|2}DeP_=n+?XhvQ;C>5z|J&K9!wb>< zW8_EYh@okk`+KSQQ+ekolgzFWZV<0=JYAkI>U{AJk7 z*lk*Wzpkrv*!r2U+njT~Z+G|&{KxTiTQtY8uR|4_uNH{uBMkBS-M<+8;pTSunS^6I zT!!Z}g{(bQ;x}Q4ujr4u?I_J`ohy281MQt*chWC4qo$mB3+uRjsx7zZQXwUT?@@o$ z0(f-ZYJf%mge{_5F@Wl7Ex zx&I^#_C@uv9P%loSN+r8K)c&wVviaFGt#t7G-a}UjcpGdF9?xymB?thf8 zQhkl|@tRqEW+PY|KbjZCC~ngJARN1{TG9M9{d-BJpRuc_KU)tK_UiPd{7#}8?2qC1 zy&k&!_rdR^v@=KmenP^KpNa3oF%14*y#LQIooUq?vyC&o0jq-G#Td1v>nSLTO7RD!@FEb4O z7VTSm#?>oZBp-7BqJ8d(v4UVbtdEQL$At`^CjM*Z`8B2t-T?ZcCDw1kU|-ZemV^B0 zd&F|3#9yi}NAD*K2gto>>mNNA;up$yfL8L@;vT<&|H!`qjw{dPPE7^-pmM}q{sY2Z z-dyFj7Vh&QKL=#hJNtweLw<|=BMkYMc)v`@F#TT_!@zI!e>!I2Q)~wB5qqahf3dh4Ro!1Z&?zDo&!!Ye< z3w8GQ*gnHE7}`VrFih*^LV-cLvQ$Je@CVBU!Q~NG6h^>$5XJ{V$WZgAV^6_)p!j^G zP!ORO+;T>j?Z*m*ok!lZ@8>SBL;N7j&SMFMMn^8pu-eJ}EN{Yv5&!?fQZBn

    cKt(skK-5K)t&zS zY&iSBMWL`+b4Ky}xsZQQeZ=5T(VlcW4Jznx?k@08N37q3LEfl8x*uW(R`|4V{m}E? zeRh;h6YT$@ztg*?v1Lm20tF^t{c%e^1xen6d==%bzuv{cJ35E$KM4npT-@Qq$Smk@ zw75UQz(3R%!g58_Kf@K&-@wzu?Gn3*_9tgXwO*jwOpg-l*S% zI}C1**?OSRV2fH*_t!e?y#j_IUQzo8#=mKs^a1RF@U@&r!ZZ2cPjLJOh}roNp}~I} z66G^8pnWPw%=4Q;ONKU2*60EBBfW#xM>u*ni{7Kc_(K@%ALTXZaCF1=*}vfaGV+sQ z+8-7gYBV`*bsq=u3CC+VvNYOqrzH3*%%2T^2#XFCZ-V_B@qUreux+;0+0~7FerA-s zq+(US0?;4q-{?+h+->c8*x$i?&8TEego~;^+Q0t6Rhvy_k_V8qP-X&Z2fL~w-NLO$7`Hd)hn;J6X+xI z-}v!<=gZM|V0_r$;9k?pmj50F@<4kZd?R?}u07e1Z6kjNzm;9!axn$+O_T>=h}Wq9 zgWqattg|+O{0G}J(c3ZIORF62n_#(#N!s8L#U!?VCNvou?U!(%2IPtD5eEN+{4yCo z|An7*Fvy>9@Rpk!rY`~h;do6D!~BB!dn!?=xihZQP1YV__WrogmnWeV0{YLI|u`Ps1FR&{-2Q5r~6tQv-u+{ zXa0D|^Y8s1B^(F&qCAG)+o|L;DxS}WhW&I5Zc|ZJqSlua^qA8;Pb3%CySL`k4Ju3z7_YhvYD7s8(GuR{Q=kUbM9~Ex>fcy~4 zM|62*(7SXJ*N+i_tNkTENkM;9{&rs6{yld=U$MUtAGTeoobBe%W|=tF)G=J9M~hQ6?1=@0O~Xm2C4fn6%Ri{1vumKKW*^`co?Kej)0Y`Rdffj6qkye^Ggm?QqBA4jmJuw8i5w zM-1`ap&j;;7}pNRQGB5Kpzj0Qm9L_BMdgrRWBect`i1t%%IW`|goI(g9_7W#*?htL z?RBsIakD}GXm6toJxhvZE`j}_J&!W#Fs$P#(fMq``6=cONBVPnv~WLgH|uzcGVS*W zEmfBtx#ur{_K+WzePv?|PLAODr=|Wk^K$}Y*pI>XEFYN$H7ixJ_alU(WplIp^;P2Q zO{2HH4E5V3gnSR%BMkosgX1C0*Ha0Dzryjb@7ermj8f3W-NF`+% z?_<{2wpN5VLOzf5jkzN0uJ|_s@>{egD__~Jj@1D$e$=0_o*nDb;}5`l$w<%G%||zd zEfc->fbtl7Ga#k;oe9Ki{C@0T^I_)QQrUin(0YPb+XMBX?EbsZ+VMwy+|yS)zFHrf zH}t@20o&gdTA%s8{BmRf@E7T|E`6n-vt%OVD~QL3*E)6nRSWY~j4y;io>ZQ;W%5TY zSFlH!4j1@Q~%pXhVveU#Q2SYH$W-@0&O zYw7Fz4m)6c=zj@=f5GwDME^E?JY^Nnr)`dT*uGff&-=5HmTm26>{qSvlQrVC6i&qH^#@RDZ>V-0w0A z%9jsz8=_r;+X4UC4IpEBY$iWgTF<3C#f&U8@A*EtPi06PVUvuczcc? z*dOw5vi6!YpAM<2{Gs}jwcjob$ujGZ$Z*)>h}zaMP#^8bPND7ZkpXgC-|a?Eyx2`E zm)*Y;GMrBNh~3fL^!T!HK0hSP{e@k&U~|!taNs}E&oG_W6x#jLcrKWB8P==Neh5SS z!+1y-_=n?};y$UhUx?^D49cJ3WEu~{nGEj;D-ABIf%t~}nSvPlYlpc!rqr$Iq7u{y z`4{qc%9l%uTa8D9{UNp=K5R|N0MYxcge?}`=xU$N*Ej5KTwKF+`v5<2zHGnA*2e9u z6?~8Kwl7;8C_AN!otF_3mU1Ni+kZPKuz1lM{{H~$JM=u#SgZL7_%A;HBXmgf`l~Qk z8~hcnH#yv$7m)kf4)g=*arox`ecApl5I=Rq`or*<_T_wjH&r_IwaJ~%;P22L2*Y{` zwl`H#&gHR^kgr!w?f)^lcEMB?3!=|ay+A!?_Dh~GIu6P=`&s(~?z^ErP5V^lwM}Od z*eA;0$systr2-9h|LOm@y7IW1pReDhT__?dB6Y81S5bB%p~Y4y36V zma-HniG)<5l(MA|6(viBLPUh;+gVzPjLL% z0n=XY8RX2~8-{W*=K0RqDS5+6UEN`QM*3!_2iPn~>n}s!L+j7Zsdo+ODFgW-9>U&q&YQpF=;5jF<=dj`@ap65WnX|CI{y z7ux5%A&mwJ?@dAfkRJ@Mruj4cne3Y|_ZNh@KPJrMX;z<|pA&}rd?@dEW9w31?%e?S zJECXmsY#=oGk82Q&#A|Y0kgb;A5?$ki14YOtij(Cy@=)1i68R_>-~#){*RTbvi>d% zs~#bp1pWp2Ij>my%cz#gV4q0Oe3=aGLC3ZL|NgwM2Z59yAhxxcaN z`rY+t&T>g<8qdzLQP^*D1H=m$e>2R^Cm5#t&H9A-`7tYBLF3s4K8;}7YOjq+^2WZ$!>`Nw{9pw~#O|AZl4!+Z*1m>>FQR{oaeYd`F|AkAwA?Dvsg!t8qy zeOB&4`bHS^3H6VaGk;82neMl+_UwBOefzf#&Z?&CLH^j@p~Ef-jf4BSKOzj@2cx`L zxdZXnK|a``;(Z0|S8%_{a985j0<|IqhZA0We@YnSf%@gR=%~xu5Yc;dxIcDsZeOjf zr>Wpb@jqd(cdYN^nt0mz*%ltZIEBf|J@R-D`ik;!dfTOL^`titpW}K-7~(bbudJM% z$1-d~^CJxL8tR)5{yt9QK3AAE)NeLu7_Ng!L5hLd^o_vfXn* zACUfqlY9odt~}1q6Bb51wx7S=2l$Wl5tgU>@%jrdm}WPArH7`$2ti?zhv;POvcRp*nF>A*R9^X5s&Q*1q z&CBEcrrEzzBfhrx_mX*@4Iq7=r8KaV$Bstd-f~^ z{-VDm4DE4!BMkgNdI-aOkiQI{qy86bJ=`%=_aU6Wp?)lORgKIaF$VH=IRC|^F`W{e z0{ME$Fgs6L{4Mdk+0Gd7-w(v{X4po;>jUKf=Hd#7jF5v(KA#4>0nNFxPKasSw8*yKP}TL4V3{ z53(1+JpNne{pRUR4Iv+I`PhD2_a;o_^e(qhjt(#Jg#9?mlQ7sb>c{ehF)Q6-@3_<+rU4eyxd)TCbh4PEyX_*z1_`-+t(0pqW%yDfBg^U`4=h&{vdts1s~nr zUXGSiWBB%(y3d2#;k*FjW%tUvnKrAUL7&imJUTy^5D;ww{vG`*VLl(ius=rstv+|F*ax=%FHQQYVr&_#Z#aK%&9A+UihjWQLD+g-hi$r-A)kiyd57=0GTbyllI?%J zGq%50p86Kv^Fn@m7k>@1c5Q&~buhkQcnOW?^KkL{0sMc z46}SN!{#)9zft;2d%%rxABJa7+YornoUgZj?#0tbt(W8T^9z$W>~zo$><9JD@7RdL z%Tz@9Ym}c~o$>x|I`RH_*?XU3|CSpa@`g;c#XWI0WW#^%UW$3*_eOAu$ zu^W0d2MwE|#m}Dz!~I(9FR-Iz$%ZbvuwJ4)6XyBnz@0fdN54*j_hOLVjf1ByzTev# z{t2kZ&?PZ;cx@Qf=8OFmEM{%7-mR?G0dez3p6^LxTDKH4K;$nRo% zhNEbH472;Sn@8xlzU`0%_vw&7nJc9h% z5;xS}ZD0b(8^{JwN>|C(i%=bho<0UEX9y%BDK665zZ5`)4?g`e%3x z#TVOSozh(GT%do{ukEjdle23D+e;T5Sx$fGA{UFUk+^(C!$i7 zAHw^4NZ+1VkK+~-+&TSw9(h`5?-;=EAMAM)cu(Eu9rTa%?^TSJ+IK|sy%u51J_8TU z8V>%7@O+g(vv6;I9<;Z_vf`tOJpbNdZ|kIUpGFvh|HJq)T(#zm^34FAFAtySsANA_ z^d2|Li!hHj!d+LYo4CbGYj$uK&zG>oDM^dJv2?WL$iFeHmyLg8*bjOBgP-8{&ibtX z7v#?gL;fE5MOc>cgN;w`AL&PE6{fYV61|s+@`(`q2)yr?-O*FRRXiSH<@cn&5f;*K z_pf#ZdqaJWusoObZ0P`g-V+hjYw`5KqW6}uJW{Xu?#03wF8@fQS96|xHsSn_vL0|d zHFgl#i=ueEC`T9jyz>(vzCnK;<$1)RTbL@hmnh%)a;izKkY7T234^{O-tUsN^+l3A z)F-^+z?}yX+xYsle`{HvrcarmA6OnOG5o~UM_zn?8{PNiVeg>-xV{ipqVKEqqwRY< zk$yFuPAc81gkZA6D)_`b`+(^?&;3{yOHkh0r?d z1IP#UFQ#FXOs}kBu-CC-`5s*I_@i6IFz6riON9CPC&TRi1Yzh8$2*wU@22i?OFsU= zX2Uaan(yE~50=MX4>Zy4HU#90=K&0}`0Y6yg)K??YMlY)Y%AaDRK~_s5(KI#II8)IQECWk*~;Z8(p?d|up!)vJ|~ zMgPx?{ET}kb9&T|6L5Zj;~hRZymy;HAwOR@d__LKd&ifcFF2nga<61-)-B}m*^y3z z|AfSR1$m;q9IG(KVI@1Od>Kh!T)&hA4TaryBf-7$x+M+}#f zy&Nf4w>>iPDbI%-Y4rIeXnzXlH)u~sWu;XzGtPj1Vmxwm+3M@l%hVx0#`zxI+Gmql z=^5$AzrZ#LGod`(sj_US&^;fcK!0-eVTWM&zqYDmhYn!aSZh_FvDpIdy+P zpD~|880-n-Nrs=W_E;b8Hy}O7yyb0Hs4azjKKiR;d%o!B_w)dJLU|vHnLO%&%2>Xh z94q``(r3jJSl^Joc%RBm+jn1u_zC-qPnheM{Ovhk4+w)lqVhMpgnr}i0)KvpiEmTL?qEkM?w`aMF;e zT|z;hvA@K`w|6FN&V_gf_uqtJerV5xfuG1P!oY88UlSUf%}Q*kCWa9w^?qkg!mchIV}hncJ6E$d~Zc~`0|D38;9}r>h#E4Yx|cJ!gwgp z(@S=Jh~J+L`iJ^_`egddq65N?hBW@^TyN{To(iCURDSEm{$hV6ZcnG*ANf6M*jg#Z zk2525rTc|SbYS_jGtSG4e@t(J{0okErsSU1w*RiM|996X4C?{f$CZ&asKrhaZF!1YN?7_w>D3Pd9 z^n&`x-wVdt*KM4;f_|aAE_{l=v%S1o?hB27(Y{l9b-z-O2kt)!Lwg+m;vGkQ*I5_g z{{(Qnix0wYO${Ex@55yDuMt`f$$|D*o^d}mrP=E_*snl5Kf-+d%aqeQH{w7s(1ZNR zJo*0d+pSxHA1E)vu>PTavT}BQMi{=A!}&1$ndZyd)Bow|Up8BO_09VNSg(=3%gK5D zzlHScu$1tX9y`t^l?U+ihASrhzpZqB+G&j>`fI}6eh7oTApKX@4ta3hqm1k0)njKf zr&~^g_yhA@gke0SmoVoCtIzbAmEU3gXS+{Y-eDHp*GGG}iWu}0`9&D?0oNzO;NNMy z(mwg$pGm{{GR{A1+LKbdUH{8xWaS)c_v=^5_XpQvGEen5zK?%zf32+PolK=S>_1T+ zgdzSy{$#IcwH+WF%{f@ByAir`9?&mx-I?U-MtisNl zb4H{md0NSW|HJVJL;OqajYrpPZ}kMudF57Yp`? z=O?*mycW-yZp-s$xsC3&X*Tnq9Q(UI?stss+TT2W%jsWH*Xca2aEh84Cg~gFJbOK^P3J0%sqLAuZQ`~?J~0tECqSs_eF#u-+=Z( zn19bvVEjX4Nya+(o*wO^;6LkwZlSjPe5K&|!GYsk65u{4?%!@{4efmL&u_>#;Q13_ z;2*~OgyH@m($C77JZ`PdAD?qV^nXM+AHv|zQ6CsSL;SxLQFH9N!*K9-NFQMskLpu7 z%lEPR%)i}A7+k*ez)z>`s;IppKp5~7j{4?^C z${`-b^^RedA7hyQ??s>W$KrFsU>_Lo6iRlAo6}7W`a}IFRF+UTbbHVDD@7Xn&c@2C zf&F2Au4qxh3-xy)z#r7tqGgvSRjreT{XFuYFzna=!F+#D<^24bFzC-e{jvWS(l5HW zL{%!|3ivNv4++D04*J`o`tIH;ZlZh&(tq10lnL2rP{!!dlB{cMSG0Y$5%diLWn=n6rEVk*ZH@*0%WH60S81nTv zpJKbn{W11WK>ipHGtBOn5SF0#%k>Gv`uI8Am2CDW74!Z>L z9L~RFZCA(qAJ_SQrDUtZ`ynN(V7=r%9p|XPhhx>?`vbyZ(T*PP z%b`8m*B!(_584C6yJj&%f_{lr))b^bq1fq>nJf&p5xklLtS%-q;||*4w-G z!L1GQXJEfzBeoZYZOC2-gMA=93?C+W6Xx;6-S+KWyNsL$=leL`yTlRH@)|V`(YT*5{C5w;}gOlAGB{)pM8JA$}bW>8D{IpgI;}(>94s8^Fe+;$a^|q zK;A+AJx8hjl5%CwL@3Akm(J8&W328A_Y=^bO6{AnFZUMxKO~iVI2Ng1PT}`$O1*-F zOXVlB|0mNgjf^+^v~3{FAIBpM{s8r<^u;N!3qkR4-vaH8VRpZ%^!3Q01s#6y`4Z;- znU%A6y7XPX)6uNgJikbopH~p(<3E&~9osT>G@sAIz?Z3y%%fqwMS9C@_T2Og7roDc z>wVcCr<6gve|0!Y^DjHwn)~^dBdmuwpRy}9LHF-l^Zi^|iN=(5eQdx#qkPLAC&i3% zi3R&ado8Ol`cbcY1m=hKTJ~Z5LwL(r;Rx+t%6DBmk@;SfPe*zfX8XnRyanB7e$@kg z#PJ^mp3BVHS;po0=vws9v4hg!{wm6kF!*Qe@3GbU&P8XR@%aAn9O;^nEfZn>xSl+o zW7t2dizMtHQQnWMHs=kpHRJasE5=qC9vpfN_>27!hWrlFLm2MEWBZC(y58aAWcYry zV&T{o3zpV#|66e^C-SAu2Ut&WeS6xogMZ3#SAPHhncA?IZ>uvfHC!q6W5LFMrW#Tpw$?;#?6l~?zx7+JdW`#n{XmSwZ{58?X6F#GBBV-*Kh>ePI=rn8=KLfK_ot}+Ia7^<1krmP$iM1> zko-+m>ChkYtGY#2P4%uD=jZc5{a39!=nns9f%Ts+Hh*&a_BEIf@{2IU$4JlfQxz>O zyC%Z-NmPy){@)MFUo80I5;rmv)EgS^n*Ym>&;82YJ#J)pmR*-2*2dz0IWI@I6G z@lVHm9VJ>HaDFcrPWK<`DFx#Zelb$(gtR5U?@~ALQm4w{!Th|UZol8GOU38;ey^@+ z?%B(O>cJk+KfF@Z`5^oF8+`wX^b>~tH}?PPTD?bHRxzws$d6a0H?{lT9s}~jc%Lxr zzl37_B@F8=?$=&bBqofJl!o!J|JP#|DcM>_LjNdl!tDKK{nt&~_62AgLwtkdzy5Z2 zNX6FgFdrQMjnpx%84@=+J#Y3U&q@EYg7f=L#yf?o!tSvD!22D9VZVs{X65@yp9sVI z21p-axR3Y`=JC{hI(WIoX9$FdoKRjUC4Jo_)px%F*5k z%d!11VID6x&T*2H(mKc2zeeYB<+*wjB$dfN7*?Y38h0pc>VNAomtSMab0vd*17LjA zhsOKO|NY$gg0C0v3{;otIC_JApg$rkTTb(Pw`_UDh6^wFeBYh3%$BvC!t;Oc1&>x3 z9C-x#H%iP;!oUxFzmZ}3KLvflz+a5--kX+I_^vME>kVOUU+=5FDO|l;BiD`e>qA!9 z_Qn^6;Ga<62m?Pc{v{0div6>47SA#~gZyQaYQkH`gWupjEw*nOaQBzIQK51&&A-XC z^R0y`BVas~cawAD?K8D$OC1HNv z%gUMkwshQ-lQzc;=t21r2LFWi!Z3@+TDnX7E_s>8*Uy$-@B3y3hJwFD{byu_oxO8pq7KA^$e%Ah zUzMBshrxYbobT6RmJ+2^J%K+c&#ya9eKP4b7S5k>ysrha6N7bIIsaP6^=b3BG=TLN z`NJ?fKWa@l;J0hQH?S|XXTsoLsDA$7VUqf$;6HJ^R>V9$Z+-LdX!XY0_TxC8@3kr8Pwbt~?dAJ#hs}SQen9^; z9%Ar!$p5xpLhUK)0pQQDzqV-?$_IxIms2Eq+vW_^J+S2<@E`YsZB<`9EuKA8aU*~B zBLJeKahp?5Fv-$>8TahfVWvt#&v<>z?gN!jY%!QRo|{cJlox$aAX zLI#ch%cf$l&xJLhFG%k%52yCUpFCiEr0-XZj#hwk2d)plE4QMhu4L5uX_J_~3naIuj&`>4 zk?n%|Baqy_v0}FAT1Kxxa_<)7D|$UZzSzIyyPxBI!ybVCi03Pik`ME6TjvP!5$m%+ zs#~u?4?MQ8{D?p*Z08r#pdkubM6a|Uy;gIY3#=#N`3j^5_}-aa(gEVhe=zuGv3&`o zJzpP9dE&|bFHay{r5RUc_#5=kTs$9!&!avFWL!GCoZa06{1x^mv;J+a{oO9WPqBUr zWa5(_yzLPH>t$bYd%`T<6Lc`Ym^)YEj=Vd~SJv&#mO-ZXApXJm%C5Bk8gpLs|Aoj8 z*=tia%$(>A{1V4+0@>QTg3v#r^;f+AU>NM3+P_@V8Z>U1Y$M87Ad8so-vx3G`==kf z@&U#Z>#IO6bZg=CUVcC?%3DFYPrzN1Yiz$LP6Etq1u-Y~T5+PPpv6C^&D&{t2`EfPi5M)*kD__wCdlwWsgt1f9QLa@-lZlHD&7 zbSd+WO(^}U%;eeS)A}*iUq$cbV0+b37wvM^eFyqbpH;)wezEn}W$~V%tKHe~$%+l& zkHq#a=(;UYu-?uN=7;UOzB~J2lxh~NCw;~8APoAC`o_xXzOMvoH7Z|UzaT9-354X4v{1C5i41@lnzEC;r zC;q{}FXW&4r88qf{To2PiT=;c?yc3Y!Jnc1sv~CK+X=c4tLa;(UJ2imqC6O;_)O4! zgnNG*w__lGq?a)0501~unf-L1Jzzlo%^>hsRDV^&$q{d?WNS&Ex+jDkUwdg5(2w-? zkXG>+vf>u#r+9r65QcaI`NuGQKPl+Zu0KOkiQn&G82l5;Ut`du8@V!)u$~FT@+S=C zxE^S%bO{cZaRDs;epjH8|6z}%(`e97asG{A(0|kyR?hgVaVzlk+Js>c-{AZ;zPRt6 zam|p+yXW+l?mwTz!uVKDnB`XlJwvR`en_mA>O%ADnU>RPeR(eMm+I%{SYHZ#!spYo zu)2BQl-Le~S^bAf34;!oK)j3m>sg*9Cu#o+zK=tG^?a%vu5~~ZAB)#>L9cGFJ$`Q* z&CX8+y_UGIoa^EV<6-+=3AKs3xl8%_(d*iLg?t{`f3HtFKUDY4VDC8yG?nkq zj@`R}ua|^bengwBq7t_kE!ogEORe)A>HexftLNAwPxfoF^GSi$ma8AW ztdWBLQQx($2~XQ3g~0lkA=U@Nu-_Kvvjq&(|7|eL_6r;{|E={94s`F2(x;$iGxr{}A!iz|Y;{^%?&?)mZY28dr!zjQVy zmsf{pLHvvUtnavyq4x|;fM3|Y@61W-yR{x;|DP!6>$LTLdH5T6e;DnduWO2;RR1bC zZ$kR|E)(4E<9iVD1=xSzgMXI!>gqu}LG=+s|ERxxGe256YX$*-#rbjpVK~1;eiMfG zyRpB1D%puPI}6!)n4q7hk9oLFJhZ2BpS9;sPjm!7Pw1$kpje1Sgz~6LoV#g z6)4B~>8=^yIY&WszYpu{MmG8@Z#@kB!u5kNJ3kQgw_f#S<=v&+zY=EWZG!$=E60r~ zNCA4#zY~V_4CU2-Tc*;j;pc%K9KZjqH0cRlEBN?&vlV3jSTykXRxd)|CF+AHK1KQH zE0&&}FggO_TclTCPp2f>TJ-$~_NPB0G&mzjs6^)}0)e`fVXFEazJ3cXWT)-k*MsFF z1wyGG>7$%GLH{Tpq1&+EQ@na8U8Men?(Q~=!v})=(4GiGzEGUs5D*=!9Cp??<$-wHj)4a)ve0><`;J&h8JY20%)nowej84` z9=>nMCGZD&V)_WP^J;r*+scg4yvp)nFjlF^lwJ?m*4NnHG}mK`!m|#`Z0NZ5co5~@wSo8 zx(~qLBfUmd-f;%!&w_m+KaBOJE2O$!g!!TT2}3-A_Gj!edaud5bjUA?^ECqFmTT>H zPyYk@Q^fKn4D=`djln;;|AXm18fy>oq5iQy$fx{+S$~;afCc z)LFoO@gL0jN98R4E-*P$8J=sdEOOMGmvNyp)!cV|(IestCF`dVATtW1*`gFgKmzR)!n)Q{pk`CBpga{6a8BV&eprha!KE z{2imX)K}Ph68Fbr9xS}MxkU^3iTob(EZSh4%L#}t(cg|~dT1D>RtNbYEFU+eSx)I* zAK(wtGcMO;(%YvVATQ+CxSGOr^UBAtUSYgTnCDMe`4Z}HyuanzkW4vv4+8l=zWCOR z3hsf1o9e$B`MyN2C+HWhmy<^| zrKTqg0Qxb$nLPi{y8ecWU=K*oATkygRvgW7v-PCWt?%eq;Whoxu`d|ERB% z5yStPAb+O}by(+fWjfqv!FZ4`jF0v@WUvax$^xcGioQ9MEAz<-Q?2!sE{^^Gv(FVG%Y{R>3z)QcNy zor0Iae2`y+LEcFJ)cb)!pPFo8d@4uG{qfYF$>X9gq(Z&{XBFwZ~E`066>zVQm^55{|hVgG~U z&D6}!QCJ%R@<;ue>26~7*k&X6JG4K-AP<}m!)(7aGvbIupONdpK9RqK`T9HaTCS^0 zrM*l%8!!LfxTril zZf{oWRDycU{mu8MR%f#t-cGs={KWZK6_gqLxFdSs6#KI(ld;$M&>iT*`CB!1R&Wdu z-RDJYJ?EUy&wy0WUz{&tu3y%!lMibzy9?!1KP^_?NV^pBMYvzECcGc-mkJ0&e1Q97 z!t8zrFK77!Du;NE`hPaRc>Sh4h=-A1)`aQ&L%=YL-w4C{hy1dB8RD3fBYN)~`C-$4 z_?wl29LOi2ekYKIYz7s$~NG z{exv$KGEjm2fIfL-T=Q)9)y7(NUv?Ttw+o|WyAOPIDgxu;ttbpi}Eu_pY7GB-)77# zg?t_MKSwUJB5|`itS4Ab82k;!Z-jwf9FJkP-p^4`+);EU1olVNpX1Rj58IEyePQI+ zoU^BzKX;Ra`$y=n2*Y_2_4ho_?8`gR_aR8{+(COSBLn~A_B3~Gs>yNh47gu`^P9V4 z%eMP!o}j;2f8I2c{IEr}&>r=JFr0t?Qx5rd!co6Q&%bZa^>JRzn#U6pT4ds^`_D21`iqR=PmCV3&qkQZqzj<_L z(G+>cZ~FxkeZ~fg&J&P6!q6W1VP8@1*|GNs**?@CVVDo{&%t}yJuAUP&L4*u)yDFL zGk844Fv}MaX7_mn4sr1|4PzH_f4|_TPr{e{-mt#m_>P@!4M<(vQ~o{ilVKKrIT~H_ z*;F>0`zuFNUD+k0W4QhihI|t8!|~Lk=&9;!K;MvGjz2o>{4X~E)+a1?^0>3PtZzH4 zr^tW8ATN|RVZPsI7n{QUFPx8amkf6~%N^|hganK1Lxa6S zjKTk)zAj3;F=B?*A|9VFDoya(nyw4{(-X%x3|EqWVYoAEPxaY;hsr^|NWY6h%(>N` zFCl(Hez**r=Hz_vEZ={*>^b*(+0(JWU(_#`1hbz>CHWAqVEx6$S$3O0`~?3`c-4jV zuT}B_Jr~KvXz$%vp1VT zJcQ#dyS{FFkj5#vZ;Jd~_G(K@$fb06&komr!r*`O#q=y+I(Yxk6|MaId%5pdTSfP! za6X6am*30u-*xqi@+*>u+bFjd$FxSCA7AlWJ2L0kbKoE9hr3GTe+~EF!S~E4KX*Z- zk2#v&-BWTF9!X+A)Y^BIR8ZYJg0SVFJ3Sc`onxG zVOY;_J`A(-1JCUjI;cvI;q;>otj=!?U0Dt#0<)Cl4zgT%v_Vu*urcjRi z55lnCpgyd8Hb2zxR}`#Qs1Gau9G=^6nJ7Pi^YhB~Nt){>dQS=I^=hiT8KvaR_gDX| zw|-My;HWg5`19ZPZ(Wx(kCoOTf8pIv$us%#3?6TI``@Y>{YLa2H`42U+GJ6$36DAb z-p`ch+5gV^UpZp159Eh;{lGEtxo6pX^8z1>|MF*M6+(NYk6~sX40omZ_-yW)(Qs}v zdtXT4v!^z+)|>y|EW;pAC@nY{O2v(`AE%8$cf&4Izzp7ZptItn= zIB!RLA`Jc+`OC`bJq*FBszEtt-8+E4!+33Vud=Nde?9^Kg7sHhhi|qxnh*JU?2q9@ z8gKPh=TmcET0ndBXTDvOe!M=N0sKS%LYSY25@z>X1-^qeSO1Vo0sGe#>nCB@Ux?qk z3bW2-@eZ$UmS7g`y0P&%})7G??L=Q{UK)mFCg%H{=+tSr7FLVv?e@Z zLP25+tlvn_TDeb~G}E+zKgh4OX7Ajp-nVf3Wti8e^0TZxV#o(jdtcX&dJih$`znmb z))ICg{bAUS=w)~|YhPLUDBy``zl;1^TVElov-UjLFYa#$bNTvrG#-3rPQBtHs_)-@ z)18xt$HMxJ{?Okn$nRmZIeWiQ;P2ni&Ad+mpRfNmsk<-Z{lVX0yx|`{)4$L>5%!fkWh zhs3Y-4ZrpER{6`)_lSZG!*efQS6eUln8x4WUUjX^S{wHBNY92EDSM&C63*X18OIT( zanpIc8whV_j6a|c@ebAxypncy!tF{uZwr6L#f= z!TkW_&zAU|UEgTF2Kk^ow;b2p)S_Jv{8}frPr_gi{r|ydC|||O>HfEX;RN#kgkgQh z^_*dPznj$udqsMw9P(LcZ>&DcA8sjHx#doQ=)73`{iuN9GBzJ9hxG>SWox&KXJ+JF{Sih0qTm5G{$#gRXd&Kf>G98yHjn)TyFc8mooACFdl+1l#e@G8u zI8Q-+Wti?)3kb9SlMrlMxqN#Vo-W(Hs--Gl74Qj}4%5H$~%`u-y803lj zt)RiPTD}jf0F3^gVfsHmLC}=>`(-Lu!}wHQUllQ8^*Db2D(IJ-j`5-O@--56V*W7v zQ)1pf_#OEtR$lf0Ftgv_(K=!esG^)@t96>w>&do*@hB{>wEz0Qp87 zKg3&jX@S}Yh=(e~^C1lSyWwvP@%GHWF|4;1e`Db9w7)UuqSF<(NB#m7u@K-_ZJzy@g*y z?`5I?-z|M|Zt|C}Fh8V+Fne!Qu-mxnf@6dBze55yg^+ILEZ8Q0O&hS*-I`@s2VLyQS6W;81F!jM1ux}i1pUuK)XAM^= z%%=YKT`REIzr7LipBOI@hWTRqh`zr}-!Iz*{v78UF=LG8r*zTxTIgRRTxMMx8>`6I z(}*Zf4dI0eAWx((BE4?Lg}tKplc;{VX4hjGqW>$U{t?6e59>!-JUgLqc^kiP9C@$( z-S;tDAikvXPtOl(xO?*RvZ%@xtuNQK^8D|9N%cEG%2NVrgm8{c(|BJ@<2h_J8 zYWco_y_YRGFt1;&)*DZ-C#3Iy-QnBY4qXHKv3`tpzQydJ!O$Pl6LX|{>Qvt|(0+i} zzsA&dZqHe4&*S%)THnGpm11a*_8-#}UDem=9M}`~cTn48R_cJ~Jl;E)m+bH;qlm|! z2XE#|d}$HAM~L(g27XZc{9`MwI-cU^)v===By6gi3-?_N#q`A5$)6jwyA1RJ`5C*+ zce>r4bgnN3~cuU!k|BOQn@gDAP3G@6tVc-YOFYZFqkFWwS;1}Ni zWti>v2=jd2;Vv>NyM+y~-$8l~TiIEsB%1Pg?r?O++WGo6lG5Z~kMw`smLoGnX#>&A zFuQ+nWMoI{x+_U=9*z7tV!HBk+rSLSKjZw4*gtCNcj*P}m#94Aib-?lD&QC5qsp63 z&KecQ?eFM?C2u-yE9c)699!Pw)Z)1t`T1OYmxc*b&!2{J|l-5g(*AIikxD&<~_1LB{b;@T-B`-V&x4nUCAqL0XmiOE_)4dvH=H z=mW;H30WDwdDrGD(Dy@vgb&NtSGITI@$K<0@eWsZy#@K8{T&~2dbHY<4#0n;k71UN zJnnr$bx>71UoVfhz2AFzNhaiLke|ofyYFfns|@}U={@0QT6AA$Gprxj-^s3;nQpql z9hm)`bib@WzI-jL=cvyo6Bd?t5MIo-tvIed*>!Q^0vLjfx0mTd)jF*wekB@zuL_d61N$MAFJXQ@Nf`27I6h%G|3dpnv|aS2 zaq%u z&%*JOcA7t!@u@%P6UzJah^oeFhXz>hg2eMD4DmajrxWJ>>GY&XxqWk$K);ZlGsj2l zSYN*xzHh+(2*Z2WNY9y!I^7YW_Mq<=ZxLqia|+HpS=elL!;SmrWNDctE$h{Jype3M zO-mUGdLfHyAu7W!i8J*)oz6IQIv1$;H)SMHxtl5te-l4u#dUh2k_5mZ>dh1 zC)45)*dmpe^!2njYs9|ydrg*-?iG%;V?fM|9oam#;jnC-_2!~BrH=iU_`lJr#J>tot^pHcNj z-QoY`kiX}h-9CO>dk*A-@$7l$w;o3K6?i;&{!DG^+M3}YPpqFVvAMt1#-8BcvHx@k zBtsU@FU*#xG^st6_3D+xz>Hi1>472r);deCt1*u6IhuQ~%f5rYU z7+!f5^?De{1NnbZ(M!vuN%Vi*NZ&=>p{u%joq+MM{>4M9$3;!t1^yi8bMcsCWx)pp zI4{8c$i)VSD?4||!}$o-&zO?*{FLJj#p9As#r8-T#>4$jhG)*cC6*q>nK72bmWSUNcZT0sC2$Z)T26uf%H6|C=CxGViyme)!WF-mgRc zWH!EA-C{2KKTnk3WviYhmHWEz_4cx7`JvUjq98s;{UHqY{14{qF_i;kj1{Ke|(X z7|HKSp;htRuTNop!uefwI5YFgkOdImBR{V?<&QX1ssi?c{JOgQ=C+xN5#W!Jo~t{B z^&M4|;CvtXmDSm##4~s>ystY%EbpwDhR1h$wt;`deC{<_t19X2pTJLSe=X*@-VKvi z;6JecYge6z9G;Q_{6KoL4Z~&4iyA>6aQ$GI-d7Y5=JLuOGF2mAt(m9%|QhsWRHeP)zLjz;FdB%L$-ypJ&7ALOi-_&9Oj8kj%w zCnwIKYRdOl5Km%%x!!Um&t*11{D$+%Ep}|%J6!aCwEe{V$i16xbzobpEYnYh8>#*E z9wDP-yRGB<@#{Kq(z^yN0RN8tUmv{5CC%V7@DJy6eelIE@6-pte31U@)BBfAU-6Oq zqw8)LBQxbX0Dnj5JODi^vaDe&ZczN&4diBip z0{?~b$!p$ZeZ##-s(|Ku!z9JkBHoL=-zT_{C0Ks2-($WW-ncvVOG}I_?58omK^WE> z?2j;yH*PdPuY1(K7S>0!2g0BqNY72J4s$I|{{Vl4^CJxFIr5+3)zm*>$hYEnto$tT z_vXC5Q;y|o0KFLR-VBJF*5~k6_`f;oFYZX&`=TM>ACaD$*NWSH-&KKsr|}7wG5q>~ z+|xz#;eG?Pe`6l?=lebIH+{tVa1$};C$8^=!9QUAe4VK5^CkaI^Usx3Pa=%#q4 z-t7D|3i`+K3Xj+&Yb?`;|Leo?2!lSLz7Xc}ElfU<=&E}QRvlR|509r zf5uE~Em#ZvWBVe76D`HseF5YA2}Aw@<7dJUPa!=Fv-cW`bbANbz$2pczPO-hT=eRZ zshz-oV|+ju^dJ2v!|Z-r(SMU~%H>o8y=YH_K_5`x2+LOz|B7~a*l(BW1^pv`iylcQ zH(w6q-}l{4@vG6;evR8tv5L}c+v!`tUeTV4owROA?i|V2qv8{#Q=J=@DzNjw;!8iI z4qtKS{=WE^&Zs#~w`I#|ypsCiDqRD~nW$89D4&_B{k82Uqg+9h>*TdO+of!9I{a zDu@2iUdjzEw*D66!G0af2?M`y{^i3@)oMp)fc_Cau&(&9-AAQUH2-qMe7@zU$19Gx zD03UMm1F%1 z<-=}6%ya&Sy*8(3mYo27MfxgM-HkonTnPC~^w)%Wev2@V?<&H({?WNI5av(qi$4F1 zHrM9+|BAA^-WOg~0e^A)rxHb9T_%iz_d<}rPvzem2`U`;dFj)M<`nWFAgmH1o=4BuV)r_g0IdK{U0KhKikvI@pAt@u)g7XLYUM4 z?0vx37vk@Q@%)o8#GBN<&AL(0`!e*8>)A8J5O1QttDGFZqs~_JzCPBk3<@xF?EfD> zU#bjAemTpijpy^KEGx=q-cFNZ_EVK~J5ou11N4XdCd~aOVSeABdceW~@6NP?d~v?j zWBO0D?I^k*kM>HK@4u^Oe#yF->B9L{9kK9M-62!B|A6*TeW+%d+QCn9%ZPr4=aGD> z&+qfCI5eK`x2t~#R?TVjhxHog``qM4@(wL;uxG-yNpt(vM8f$c?%$pxhIk0+d+ylX zHdZnh;&YVe^F7X;-3>Yc{r_Oa$29))+!g&gzc>c@Ih^nFCUf^!zyr%9+0>4DY4l{9dF+=>J+E zdOwcpzgNvTeyUvV9^snj=Y5pCjKSW~UoyatgEb`_{>C6b%fB(?6DIwG zZSnu(1T-Gl*U-PqfuG19D(CTU-8ID}-D?#2dR%uWXz_2s|K9(p`}3;(Vd8D>|6eD& zRqt6XdcPCpLm2j#gnzD|t~y``_*dlLn?XPO|2pHq{qLKdo@VD{rt|gpO~Low&+6-V z`?u0z1{KSbp+5FkFG!AYTPM2zi~O(O)HeR<91XbNgZ_;$w^zbYAIGncdb%V2x+knJ z7@yRitUaL}Ao_m~?7u>#I{>4bVzjR6<_ye>T!aRS{cpvTt{Vw76 zbKhyoxk&jY@b`Y+_1mqxaDnJPAjS*t@_IU2+2nG6LKw!w`MfJASMa#wpwNxx^M1~6 zZ}pMe`TPijzryg{#@`VBf%uZ@M|K!}{QD8eKcl=qynOpnyG@ku!S+p(KZ<3y zb>RD{CdVT`9u62O#rCsJA$pQY0jFi25q-^?Z!gA8Tn+6}ADg{Bo-C3De?k2b=I>23 zU+Uc9XX6x*Cyq~;`=gIa!5xmI^aTAw{rWi2ApXv|D?mTe_wk5D>-u3g!QW#1MVOzz ze!RD|thbpqUq3%--H$Nt(G$+UQNKRjQyDX3q94R}=>I=`zG-?iVl>3N>&5c@yxwU3 zzTcmDy!Uzc_SfDs>KKvX#XM*JB?U4UNets@|G%@ht9*CE4J`As5<@eLgP3O`z`N>x(2Kc2l~+869)f`{B3Eq&NRMd3He&o zk1y#Rf-Zdw1AfgE(@z-aM|=J9!pp-n$R7ML^6#tl6z`IuqWu=mztvgdl(y*s$gk^& z+Y^TM1ji=~^TqkK{*qa-VO|6Dhw;a^1rM8xx_^Q3v79jXhu;=d*Z8OY;qm#m9UE*{ zE~|t54$}Xv?yN+-))VLq`T2eD^Q=R%5^x@m^Cisn_j_vE2lX2-;Qec)pD^qfaC}zY z!1}v-$a9A44wxUxuWjg2=l0yeaDQyNc)o38j{W!$atGqIet%w$*G7Acg!$wBt6zx0KcGKlnBB)D4Elup z`gL{q^`%=x`EHc|@AX9nbB%>?K9BVNK0dV1;C)rV50uaEyv_1Yb8d7TC^LYeO#W3?P3`71$JU^jCoXf}Am*+u# zN6bH=WY1Ic&zoKb`mkIwpiqC5MLy(X#rzUVZcDhTx$hwCzr^wtN*VVuogdf@`p5QC zxn^rxCF9tBODJ{cWaiJ)&*Ai zG+fjNYjlJ8;P`}@zY-E={#7V9`)=Wk*E~KG%B=|>6mcsU_9w_6xyF(Wf2v&mSHHa? zx8RHD|A$as@8Ff9_Qc@~$4Cph;N9CSPSV@T!%Z~~>O?1v0VJSLqLVkBTyld6+O@Xj}B0Zf_o}5Y< zz6R`H93Kcf+w_`w(B~z@C*t)|*m=24FY|$hke}`^wg-lNY5dM5{l`onr3LZZTr5Wn zfZ^SUfCrBUF2Yp2PJKyb7eM#XP#Dl0GU8GiSd-yw< z<#U9D+4s@HE&~=FjZ(9O`C$7l%j$9^i+Y3piQ@+$VYu({4~G3Y^0SNkJgM%}$HRQ6 z{XTbv1g|&1zXI|6x*+~v`H6w+H&?X5e5gKRuJ2u1V`XCP;<>yS7LfiEX5W7aRgJrC z894AQ%m?|QI>WBs&nN=)2lY{PZdBv4MjQCP1@%#NMW8{|nL)6B$MMy)s)xM2a~0Mz zoDX5x|De4wOz)Ej)#imuzMbJ)ch_k?+xd@eZ=!84EF<& z9#&5GyM$^DYoBL_K7;){l_LgyL3*hi)_WYU>y@NqKi~Za@i5|UHvXs9pLh=P$M%Fl zpV59U)o_@{0BI7jk>Jp>mC;e%EwXY=rni9G?prX8xpS z;Ks%`-(JgAQU5)EM`|6pZUFf|?7x>`K(faB>wNtq4CfI@KVcS6341xOtNA!9i~HAJ zzjn6N*~NpuNB$Fr{RGZOv%C2tC%0GZKA2E5qw~1zYJPu6sQKbqxJJ}P#bd-ztz8|* zn0*!H*Rj3U!v~vcK3tNGCwjG>G#?cjScAOL-)cL()j!pJK8%m`8K(C;gxaf8lhwy~ zK|Ck^K96DUPqclter#~n27N|(5{7&h>KnuKezTA;d+$W3y*|fy!Ut1!e^IFYbZvHc zzPs!qM$fyi3nMy3v;D8Ix9X))2VVUL_JID9Fvu6j>m536->*&UKtGWGy)PPvPO^^t zKd!DjuIKOjx3@A9LQ+!iR}_h4l*;(XD61$9l#-EDC`uwTk;o{iM8hn}ii{)~QE3oa z30W;$ey8_2_kQ{P`Fz}U?pgQTbMNcE*nNMIw$h*0eYI)utT~oztJiIpyE_H?NBtlS z>pSv8dt+VmV+|{=pW0`hyqGjP9>&A@5@z=!M68_h1sq2b|EV1KgZiv}b?TivSvHWL zM*b28`f+_^nC|b32*Z6Qv~TU}hyPSs4}|)tKZK!w)K9`Z{^)J@?EDX31Hj0y-t%*l z3yXKKe4wcJnlBY977w`p=)GC>u#Vqsh=(yA>YW*EcUY|){44gaqk49ua*Hq9zlaD! zf7m}Or~ND|=lZN;dVWBYLpJCu%0tI{T-cWQ{jfgZdPErP>z{I1A83565Ao|inA@99 z)b$8y{b8`5>@D_B48J3J>m2*&)9`2?$QSvkbL0BuPRsTK|4_b!IsbHhP8!Jfv{f~y z@dyLGs4u$F8}rrVT48-eed-esIHdVg7|@UMAq@1P{jqX7pA!*QrSEGwrhJ*GPlYAvmG2~ZFiihz73sN;Ot}^8tq>=*68l38{%-u=7~)rPzMIttdXV3& zJ>@$@dOq8eO!_B-zajbqO&VSd({I-wzYi4Y5kAh^BZm2-zUciv^xRT&KHsnPJ&^uG z;d~YBpOF8A!TyjReSgTe>!@&6ej&+|VLE>j=^M}1`lccY_J;f+4DB&qWY~q|O_=W= zSUK~Dgn|F4Kl%e&FaD4m4fG>F^ex|ANZhRq_J;OA81|F6{u74%F49jJ^cDLv=wJS% zpW1p@Kaqb1wmtmE4sH9NBH<^D&!M&0`_@i+Yn{s8%9G&D$E^06oA6Uv+6NLGK$ z+;=nf=7K+<_6thG7Umr1{4?5dqTNt=e~1^TzoH4HK_$nzzcNm^J+14|Yf_J;FuoxS z`ml4E)J|YbJ8Ki%JoSfsM9eM0MebInU z&(ECeJPhQC^b=eTY-qhk*ltUX;&(YdNz%HMRYJ^&ianG2qj( z{GO@1*?lh2fX|u(eoNbNd6^jeGHcwn9nKGMe3QK8iXp*n5WkAg-$jI>e;j{MJEyGZ z<-35M;bQ&}hW;?VWtgqcgCZUMcKNpbpC0=kR9{dtXTBbfw+4NG79+Y50r4BI4}>AU z#Q6~B`2|zOVPn(W`+`42eKY+~e&N%uJz&3M#Pkpbd5Q1)i5O=3Y5FtM{!5Bej*?7aZdkhq8lbwyvu z7vOqoW@^^-pXmz)mj5ubNYvdDa|6D|LVlRpjI#}1copV@`cD}6P3^I~T^-R&<#4|l zJr0BkbXsFe;ke+6duwTadL!Dk<-2W&V{oBoYqz0mmwv-N`N z%RL}{BFw%Y7BQSa{2A){eBcG``;h+^e@`eP4C@E#FJZWEhx9Ytljt??5O8tdnzNwK zSZ*GFGjl~N|9^tWJflxW(6(D34=TU&WzMoWiog$TG5zL*Ph);qG|X_A)YDtHVSMDr zFqe$0MH92Yf1^KjKp zANngMbAK@0X@So4yhxxAArwy_}p=eBI4TqhuTL>KVg^;(nlEf1E_z) z*A4g)Ve19_qyCfp&#e$eLi~;N4gcdXYMxgB)JHs`wR~#zw*z2*h(~_yU~}4b7SMKkCTY)$W?1jhUt3=5wZly6DddN!oG{&o6Inhgv1?V4=HrdBdwaxt z(gW~U*#D@FNBS| zo`W5d4&}jlp}v^kR+FySEw|T({W{LyYIne4@2+vCG*DOW{18%Ilx3UfIUH`WGDae1DJDozxx4q>4!RASWis6qy?jJ{Y+Vl1CH+`s&^BsNU+M)e% zg=TMP6D`yYE}kkb^Cqul?DEzOwy<%SdZ16(i0?R9UEj93fbD-r%>yJ7N+!Eke%vxWcj;P|$Mdq*ZO`QLtQg4WLL zH1YeZI3L0wPvkdY9-p)Nr-^=6pYAh?CKyBstE1<@?FEcqCwj-rc<*WZo)-6)lWMdr zmp1r9yo>ZsPWCMSr78pZKUb_jgyH@r&X+K(4=8WKeE(-R#dw}yblZJYEGG>5fa4Q} z^AenoUFy#(H3~K0uc;g{_+#V`m9zhGhzLXciSoDiI%4#4lrQ_=hKS)F)W5x7W6Z$y z-N3&5#PcBx_ALG$PQ>srk{`ote?%Dgjq)JO_s0y=`5W(#?H^ft=3nh2x-K$xZp#PY z{Om7ISZ21q9ngdQPdP8IoKP76>nrkS%H8KrNX7!nVGrW_^r`D>Ay1mu}d%^wa)TSeS{O3Lb{lM`Fv-c!Kgt@#~efqveG)+`E zwTJRg@JHC5Ft`6{{r3;bTC!U46Y0k^n}pwa4sGW#IG<^G#<9P?{V#t$eam#?QAH_y zKQuiup&@YoXjqT>h~-Hb_$fXw6-}>7y!gT?0peBEKf-*!H2p)5mn*yK!2gJFJce03 zIwSp-rQFbTc>fXY!@=O1R@D+E@DDoT@f^$^=)0v(f$>oP9CmizmYkH&?o)^y<$kQZ z((#1kZb{4!5C;7>5VvQz2jxcygTKS|j^QapKf|TOPu8C0n+S7y99Ny1zvpE=kM|j7 z@y5*Bp4)5sw}bKeiRmE>{6u-pa$GqwW$`8U{*h?b^QX>32Y(0o4-nTU4ChZ6AFy(N zqMu>5UJ?d z2Vg#r)t^T37^|O5`2xZqJ={MK2LF!s!phnD%F5~cbCHw7f4v%#CP2Oh?U69w9}xz5 zP=8n-@)7@Hc3$JGz9L5bUL)u~>XWlhd|-$2w*QYIKb)7WzSu6K5b{rmXO9_q_NUWk z7!UIwv%@O2o^@AIXrlfZuA}~D$L5WwofIcU|9=zBE}ZnR_kYgd-;o{{L;I*vzL%ss zlRt79Jjwos>sWcZ{~>a*G?qJ|63X7g6S>TY30R;zjGyPZoV+<==bQ*AM|*QU9{3?O z{0_te*uU%P+}E~6y5L`Mey;Z;Zuwpt0rXQj;{RU`_Dc234CkAly9VcF=r3In%dq?| zVc0)oeK#YaYtf!cMY>-ha+{%8=;W~v@{uTSx2+Z1`p2Jy{*a%9VgG^jxLs{8`|kT= zIM2oP(5+zBJnPjjVEsV*Bn+!Th{%j`x|MffMq$f1eZa zS=Ht9DIV|6?czR3t6K|?FXjf`oFNk&!``D6&Anj%DcZ0D_zSe>d0nzYmpXq3{-8Y& z2L7P^&J#R>?tRsiDj|C3t?wjSteyk(BY)>TOL)CtYcj+G$X}2DPHNwtbrs$t!S){0 zW~vO0d_o$x!*cRAtpgnkXjBoDewh{92IKJ1I^=m{& znt8nLHRVuh;O%%=zfhkTruPLzUWxfnf*jMpevn?Tbf>4UPxoT)r1A9gN^A1{H`&6k_R)@+LSV$DCl+OkILjEjp+TPE3p(pIuu>OL1+wRq= zEK>HMc$hHw58S^jSg^3BeS8D_pO4xj=KAcjV%GWGszC}YU*L0bz+=;fUcg_>5BpUA z-ngRK1@aN7KMN-$Z7^P6#m|Emoh)7Yrh5muIka97hWmmz|HYbSJ&#;$``NP{|XKb=;m7pZ=~9k%#K{G`*B4KnaO7uH{LwfC0a zW|KL8efvGyJpc6(kPq4$VV>XiJ?Zv+ZeA_q+fcuK3+4unJzEa;j{cZocAiZb=tF%V z4E`4NY3VHQ9`o+E2YzGz*U!M);#uTd;0KobJ*@7wd}ayA7xz1UAHEvDU)f7pkNCH& zPwu6FnJrgY#wO^nVx;D`)WqVJ;8<=&4ithx$o(C;9{Qmev;K@$aidgxU82q5!J| zzup~s!~1>%#r`6|d3i)X8Q}mFn{D9VXzPEe`VOXP@~_cp})c6`L9gg`E2~IV#r@$zGmg| zdm16DuEPEo?P29bb)T+E(Xiek4w~&gS7l-~*YBX5AC)D0kMR8jVLqRrYb%>H226tg z1>yZ8hTjrD2t&RA`5W~0N{dTie>jgv9Bgqu=^@t!f`4$mL1s_?z=rvFKvzgzV5UuT*H8s;Ae!%)6jvJbnX}(p_rv3=?@mM)qk3;s3@}70G?fxgyA9D2h zmtSQM;Jz^Ohhch8O%(EA!^HTw9S{#v{Rb`Grls!Z@k|I}(0`nNXnXCEv%5Bee?fZ+ zJ(Q~$KO+g+qkKXyJpb_{PM7mLv??Gq_U9njFJb#NihI}V>m3JqVf!^2Pae5`ZhP+z z>02}QZ0XR6o4_9#iS?5(tpC_QVR>ecgu(xzy%6T-FNFDidrhwWuFldwcs_bf#m4DN zJLST7xZbXL*5SzTm-S$O0XY8mkM%o~ec(M7>L0Np%U`cS4CB*$5cBvkOhQ5OiuYOY z2k5^UX8CBsupVIhus#=_EbVU#{y|SXK4Fjt+9xZg?+-*_TkiJ1>)IXoeGBU&2L0`e zIDfmk?ufSUJE;Hs_@IYfegnq&gdyhZ5n&!*hkee`xY^eX@)sx{!Z1IypS3rypE|i?3IE@&Xq~3r+MCuAVDDJI z&UpBbmxtQkZ%4eoyJ@V}kZSNp$lvvD`!`&C;tBaT!Ye=d`!)1~`sfeVht8e_c1OxxD|A<2lO-oZZa(mh!pE4}Vy6rt8Y)_c4--P-3 z<%XVnv+u_YVc*A#HjJ*VwCy>Y%Xj10KJ$YYS;Br7<+)k!o!uo55!_Eg`U!(SLcB#X zBv<~IJj7Es#PT5w^SAyR!+VP8->4k^M}+g+a;)G=zvfurH{z|GG`FsKeGJwMT>lBf z`4rBdF!&3?dTVPkx7L6@625FN9UdkvDNW-=$|a>Ho9tlU$B7~r)Tn(5@dNwsBc_iq z@K5`14DmS9%jz@#PZ<0O`bXA2fcV8Q%TEvn|BUpp_H2I~nY3qx;p=ITuch*{K__la zJO}eb{%>m^F=%OEY1!0IMsXmrNzJ}^I5BHzdS`6!-`27*l zHpF007%vhA|AO|)F!QH`p?{<=>UibWZu(Q8@Wgn0{V~oL74Avqs^N2K1!Cs{II|1F+JRWZ7GHK`q95d+fA_Ryfz5z1LO1P z1ylWoACLq3a6W`(>3?$~!aSadPKH;+Vc1| z`r_VQ%GN#kdmje0Cb&Tr>06d>9Y) zbLZ0fSbMoqp#N09$@7|3>sNG~gA z>vxP(z+T5I>)<|eomf6GH~L3^PjvzQB7KB`9^@}!um|MVu8xVW>(ktT|JXlaKHpuM zF@vTJu!H$hxw*Z>{TYcoKeCH3yU(#}`Qeif$A1NXg8pz<zqG;# zI8Q_e42w4;Qtq>&xF-{Nq(_C*B#A> zxB%bFqC8@U#jIT$87ujR>c@@_vP|y#K<*XEFLun8pJS9K^Y|y$vn5t{@G`)--V^5W zVeGx@U+-+cDqlzZ+@ridWS?QI6#Xwlw5PAKU)Tt_cJzLRXiwI71D9i};IDDL-Scte zxoaU(;QujSO&Hc+ln-I{UbKiXoS&e+?fIho&7`&k^cCgJuoJCsgkish{AHNsd-uv` zEjw@cp1qeV+PlKTO(JUow>QE-AC9-T(5tgi-fYkpjGy)?WHhvtS3*7&`LkcCGwXFT52CZaP)?S;Wg}iLs5Km(<{lG zw)@byUx~lEeMr~0U*rvmUk5ra`E)dM1otNgQZs6|4LHO7+kumcFTA%IL3{Ln2eKaz zAE;IY{szZqIDqW?z^kY3Hy=boe>mTS-#HHksb@odoFBuCKZN=D@jFTdUOE{3?emKXiV)wRJsf-#RO2pV0ORBSnK0NF^@rtreu?ru0$mMS z<@-qJiv0=0x z2lB)I4w-H_Vs51X{uk}x&|Dv@IFnJ?2gB^V;)rejldI(`czk&z=-0(zX{zvEG>%Ug^3}-S)F_qP$D)66 zf05Qb(|Jbcjj+E&`KQed&w2R#I$wVX!}k!_U)qv%yFKp1L0-sz!t8&>qV)DB78#r! z#r;RRnR=j{Vw?X#eNNAszx?@`yYT%0_LpA$*~a617T5pu))xg%udl%O?YJIgbW&H^ zI?)dLL;huq%Sp&fJj1?E6=nFow=YkOg!kxheuQB>oDX51&pKMYvHshNNf6(m{1~SH z(})N|ehB+J*6wnDmDt|EU(}yt!w&nF%{;>W;jyeg19nsz1IGCr-z{(c{EGHxgdu-`{);f^1IDAQoZSyQVdKAY^UtlY z{)JX^xYxF-43Fh(a$+Y;U zj4qyF|ELdy;s1#!pHqE1Z}MJN4(}ykIbm*3nK7RVwlrqQvGqMOeV_ik(#;URWBaTQ zt=B3m>%gDlddx7pk3|^X>q7doj9-TSR{aC}b=0q{ii&Hol6`o7hA{VkS+AY_7XRr4 z`B$uedSt9gY^W3H2l|WC4!JEJl2^dq^~C%q4EKp}|8Y9%-o%BAO~BtEy{Gp?*~?C! z&G)N>;XWspXS*o8iI2F$?Sn9nzgaoUKV=8?2_M&`?SB<$U)j5Y*QcM}3;KZmhvCB{ zpEI_zZ;qaG5cCn}b7r@->44A)Dla9ci|Ho}@?HBk26~ZytUkS`BqGfBd#s$TcW3Hk z4k#Yifq0YJBL;oL@pGn)(kNDGyYGnlle1*Lr(K8BFdx*voUHzV5~CC$e}ef9!tkC6 z>NjB}c7K;J=>I?M)$-VQ?`_Y&+nE6GhoSxDv>xbFJ6Z+ggYhw8zQ1Fbc15GtnN}&VFFfxc4E`GDdp5>gf8qC!u->BnoQ;pTRPf%7 z$G?O@ACO;X%Xc`RY%Bo(h4s&M9%&;nvK8VL!V6y>z5m1?^sk>-Ugrq!Cw?)^?voJa z@;~>erthjrqg3CL{+(Afx}dh)4CI0QIA1wBBz}=2{Qtm0+&{yv_+E|Zf<)1~KB=iRcHD1Qb+k2?PDOp0e^9;t#_!7=EMc^K)7ptQVui^j=5I*C)czAJIqUr9@A@XsEva z^KAAWqbPsyk3p#hQ@|f1|MJsDT~2y60Q3Xplb?3dV^9})IA22llmBsGOusBwwZRlW z6^wE;RQzu`=qsMT-BeHgHgE7Q@V7YrO}z=FGsX_(@z2d@9qCExr#UX1q+jK{O&8wJ zMExj?J(7I>-a8(z7JfOFowaZ%?C(&1w-ldN#LWBy`2+0#mVMo(o?W^EMtvj9^WV3o z=zWH_ANcxoYlc^KqJ%Wii}SnXJkevUeFvTozO|@PbC-SF`4aVCKl1H>PVK>8;rwqQ zhW!untEf|Jf!nH%;D0cm$8Znw|AcvbTcqLLD`)x|?yriv=JF$yJve!((-f{kfp*`BeoxJ@Cy)`C)d``y+SF=X}_xF&N?#?2j3p5 zWB%@meNVW9W=-x&03!rvI;Cp?d5?HADZ@eI@dB1H^mkUwGl&n5jJ4EK4^ zURZs0-bk3QANQB;zf}8pCt&2~1DmY(VXt;eJyvWI(??ixxBT0`vBXqq^slUbsl?L1 z%fbIG`Wu7)H2DY5kud%n!}{CzZw&h-v^UoO&VMoJ2g-w$&!Y8`;VHxq!f-x;@+1uL zF6swi$d1zd9kjl<@2mlNqrZAkxpmbj^#(X^!TUKSE*{(Gw66!}fbC0em8Lyc=mz#h zxW2f0!)kM7)7 zsx+SJKXg`E^g_~s$H#>EdjD{tg?(1<5?Fumz7oS8tiR~7yASs43+o-)*TX#}x!VS` z@e}9w@Z`HnD;*sLmY*lg_gjQ{yzsD9c(&(-9rxGeON#xjjBk670QHG5Uw>FR{m)rc zzImkN9^X!N;F`0X5b*5v`Gk1(v4$ghe^ zr?$vH7!K==0n&#U%BekK&}XV&5I3Xm`L_EFRF0VMuPURYD*8W+fc7~5%H3-X16S6; z{uA8_{S&?3C*Ca4f%&1nJ$YIYJY8WP z>?e?(Ctunp4m~FW^q~GdmCwAhIQ2icZ;A3E4C_Dg_vyN%?c+M+^L$B7(8{72Ln=Ui z*xxf*orn|poq4?cO!Z!!*T*JBCf{chyHqtdM8JD=RDXB9hphKqsE_vro*@SQq5pYq zYF)0E&>Qp#Pa+44Dia0?=B+DzXy2n zdu07vi>sjjs2?vwZztazQ!d5!^Do~SENH9`=I047Kdn07u3tOlL8NaC)BhJmwZ?;; z-|l$K*O%G_<{_zifs*o)9%6b4gMHw98D{x>hD%AFgcY2KKEe<`ApZ$N{+94jho47= zz5|T@qLwh*55C^BFv88nAI{@(zOSy*4U7fSx%@p;{rRiP_lKk)Uf z?&#`+gMwzl`z*K~)m?2$U68hz$G>mJwJQm2?*Qd!k8frk5KhWCz?Y?i{O0qb{aZjE2!GDM zUvNAH^bh&-9x>#vu{~kXKdk>jT2*cQmtmkkSpUNlzhBxJezNmO9)zJj(*IG%|E8+y zK=5x^|Kt9fcNIoy0{^kUj~QNCiVdR`&rm+{lWNS`ZpQ+-eSIo?%c~4C@oN zZ|IR;@>#;^{1L-!zuhuTH1g@m8jugphcM_b&cEec z^Inxs4ctGsJU{sE6;`X2<7wjL&Am67t^2|?fq-Rz{B}vZU0+B ze@qzoi}Vo&eL?txaRJ*I~1KVk6CNY6LzKmG}sNnmf-|2G5EirhOI;NP&nZ{`WL ziSssqJgL4__cfa@J>>D;55uvF>!N&Me}naZDIHyuvO)>+Pyb+;KVjjG`O_gCfdAOv zuYlCq*Os5;@#e3KA1ZEkYWsej%8Rx?GH|cs=aIh$Z}}Krq73$f>mgyNjs5?&>sLHR zVGFGPn4f02J(ahPdvz`9s1uKWT7Bz-cieMk{|^%p2L57yteoj@>(-0Q#=l(z^x^oe zd*)y7+|8NiLtCG35*E5?!~e6X{pa>Sj^6GoEkp8c{W9~{&;#-O{^=k6M{g}{>tKIk zB)0EA1Kzj0(~!%s!rV4HNZc;Hhv0{najVb zeKdgk4PyQXQU!f_7yNz=`$zG4f*?KA*UMMuC}134df7p{^i#1+{(^L{>hfqtB?bY*7B#x?y}d?m<;b}JQ)uLt`m z7WYROzCRM{FDnOsA+~oxX3Y7N{>tOPzo9&2u1d9^cD5}(7W*54FpQ7$ktzIQ5VNZz zpO36$z=Wl>ZSMhMxopQVMMh=!AwPiq%Spz{)Qch@-oyUnT;A_)9D9bvuY#QGE0dxS zL)gEfdITBylUd?3jCj9+0f=_S}7%0oV+ymsBE z19I-H{?@81WiyYl{H!34n4L!n@`XdEhE1x1e3#h%1O)}j@Sj6%S$>^icuz&_PX&e9 z;nMwIXvwifW1965HKUeJN=z=09QJ*LcK_y-g1_j%V?np!oBb zWv7SgAP=Np@%JhBX!kB~zJyrGY{}~P_lkhO*gs*A=Ra8H5b<9r^S@@BPF;Z>Y_B|a zrR?;d(V!nF9~C`2QCVOYS$YpsP`UShbn?M$_I;S3@}*&6e#B809}4ZJyDf{Ac?R(_ z_SbI5=iC_OnQ$Le>^}s;Z2e;xzGtBN$CT|loHU2^0_kmsn7t<|sLt?R+2Pt@kVhvm ze+YyBM*UHZ>R|VM$O;y}32I&y593OHfIOqb^%O! zv3G6XNr2J52!s4_e1_?JcY!dhhbVuw@Ap3`FCN&A;tQeukTp^H^DVf1+K&>I`#gN2 zA|iY1&~JBb>uEneeh0r3PbQ7gfOrt~yThT{Wf!WhgFit2be!17wZoVQ`2U7@zbO!A z_ko3u+p~RhOiRFiP@WyHWEg&Nz6;}{Kj_r=S^lsOkt|;?bQ;d^hn8mjOVQ%jlYTX4D+j)F_(g;c1aOQpr@B`ZuhI}K^(drm-x~r zt9h#lkmMN%2VrcWUcJ=GZ4R0{puo<4hMrF-;Dg#dU7x7 ziKB{49N9-Nx!NCH;{OBv#QKD}eiH`&fb!^Nnz-9wZXdW$MR;bFzQ6iJX-#}@O6Y}{ z#p6ORx0de)&tG$S_41vnEb2Fc{a;sLn9c)*UIz~BIHx|I{hwComGiB`rmW>4f1Dp- z=pXsn>u$usMHauoevqHqGhNplKCw^Uf$W2@EZtufwBPtw967B4`iuHZ7|wffKCGPK z-dj7*8=2+?{vO9?nBJoidLPbhzudqH*z7gt=Zs4kOd0X1<$D=(F=JH{f z`4_^F??rj_>3b`G&>}||PkbLq=#wzui)!wEI3J+$dvm9Tz4GV&zR!zpopy?RVZA{9 z_WAVq<>qT@(&LC9dL!cwbWC%C|Mg&dy;Bo>W*7A5{#5Tw(^8*VI~1OgJ?mZGeK&WN zo;>AWg}&W_$}&>-E6gPM_Vvw7de+;M>l0z{2RMIyy{}*F_g@Bi|BLDUZ9)H@eYbk; z{SZH*ybMkSADw8w4)`VBe+vfp7R>#A&J^a4^AQ;<^qG6W817T-67!!h_*18U@MHX+ zi$LYzPsQ)MG0gV&4D)zNG-ip-x&3YTXV71W99XGZmD^W@q_sye+)m} z9<1%X1oj_jKmFRzKB8|qRKZ`uT|7UAr%5>egC`O_teoO~;|h^iaNo z+%M?qlvjX1$8yu&F$cOFSPc1OEN7VVS%T@j8GY7ImVo+H9wZg2E>i~QeK>zp#N1z* zHg+EGSKVe07(WbFmcH<1i3I4M_`F*n4E`JCF{G<^UYLT5JlzKshAeGb>>PbqY8Ls2 zA-jh7jCj@&j0@Li!tj0!jz1*-xzV~;qk%r^udb_Ji}_j@PgktpLlA@f#own3gyDM< zTptL7zd(P)Fnymcm^m1h_Z{>K+GDv{h)Rc@r%yvZ!cg2l!wYFWV3_U)3TEjg4-c7~ zgZKvdO_;|6LnYq2N@@>+{&7Bp`F@Eo?0>O6VV2($hTb_dx2JU5_iR-D{Mq!Y9d`r& zkzeK^Cil*%4`bi=3FZ~YcG>mz0)0dMBMkcU4~G0Y%6qt3;qtSuTVcMq-VJv$neMRh zJbdpmN<4qU5U-%VvU19o3xpwmkMs?Hv9IPsfD_l>5!;+JSA=`Qe38E+zQxqnUiIMq zYUHLla|X5V2>Bk=r;*u*J@w9n@b)8{wW4Qy=?oa@w~%qRwDxo1@ur35yPNA(tYE)@ z`e9-4@NC@IQ}BPN)nfVyt7J%u?{5f%;XY5w-{p}1LH|tUaQ_C^1J*v7)^k?wL;F{T z>HTWfKg37KUyCR!ubYlz`Tmt*%0~+p^>tCN!+wA~Xnu%6zQ|9D<{6>-C06WwSFju} zB`kS7iha){Si0vMbkOz!`@sD>VfeoqwrAz^KQh5``O!jO*S7pAj%S%VTEn^05&Rv> zmoU69f%K2^_uJI1Y?=hy&sa@9^(4cxE&qc0M;OM({;Zbhv|H`ncHar*X?5tbvxT+~ z@DuxEn8lxj*?aZ^E2n&|VAbex`udGv@Xyp9G562bBQ8BI4}S~xh4Uv2^Fw>HcF!63 zL0Av`L;bMcW)jhN?J9PEQ?P!ytM+64cX_sc*f@8aa$T4S{%(L+KL~@rM*l(>1cqVs8Revb5y35`Fs zv~Lc4FG_fSN3-{ zy~10P-?*Pu&1Y=4!TO5){cqLHfvztuf;`Y($7h!03<_xb|19=5{+fk;;JnpvzX|Iz zTtoDXZ`wEh#L~ea4+Am(2!lV<`5Qwti0d(x!+lod4`Il!(Rklvo({V{5#CSn!}f?l z{y~3Z=wJJ94E>AmgA3!SKK*})Vc4IezEZi=6gD5K&+-whoZdSYY*j-ac?Nz0{YQUk zYmn;d_+Q)k4AN_xet*o+i2{jSM&G&8o<846DHjE z_j$Z}1I!ocnef4@T0OHF>=Esk@c-&#InOUl9Gi8s2QVv+#wQH+f%-IYLr3qXI(N`l z%nwYw+QVeun&Cjt6!Cls!~3C_?;{NH5z;$pVUuNbYz){3+OM55GjJHUMqnp>|63pJwbLbrB%6UeFyCOGelId&L|gQZ z^Ct}XGaTQ({Bn!v>Mo^3hM!$1cxv7e?mJL>#Nf|R-u8r9d`Os`ZwU-D`?UYkcz4l~ zZ1|px#{2o8db@THSZ`3?_J~2=XitQJA2>h4JpP$tUH9(Q>XoX`Xg@M#V(g$|gX=Ip z_CIz1sJ`8$X90gvzEe{^Pb_^q1o}gLnR?H9&)e|Mkk7&W5W^iwo(!||mT95>9a~Qo zu={GlwAT-3-}$qE@Be1J%X7P!wHD-q{X1xxri>`DfcOXb?I7GZsGc7O`h)u7;PWxl zr|d4+58*rEhvuvt4)VnMj;56xC!c-}{szk(EoS!%Yk9Buk>RybcbilOf&JtB91{XW z9e2dSd%jd3G4zl8a6EWXd;4(>p1+)FH2Fo^qSZ==h~8P=IVHIpOnE#qt02ngLjP!J zkMzv?Oc0HjqJXw;F?|U)ZbhJ>>KCjnx9ZM!zc;t2jhLW0o#7f*3yITbCDlz6KCj`ZV!X; zaR2V+qWSQGa~9-7u)W*eQ-2~H*T8g38XW+eboUeP;(X@$k7Q_1_$nQC}=I!U`#K_fzK}njnct7CC_E1OhW&e}#6)s{~{{x4drbg5g1{lI?*vAz)oe>M>D5~r=3rapu90PSs2 z_`IzVs~3YmM*c0zeR1mR6M3))l>ed^uYE6vyr1*+W=Tq-QvAWq>^%*^x5IVS2_qjvei!|{Zx73`uY)>reI(4@pAi^l z`y1Z}H@f&)w}Sj}{G}Gc<@x%yuzw>wJMSQ{w_TkWHfAZ7GUHT!f7>5#07Y zJ@Pj|LvP^qj2=Kg`ZL1NKiV_HY<&(mbNxi~2wBhvq$g12dgZMN>HIv2u;fPSKXB=8 zgUH)$_ucUPJ8<3N9-m94fgea;;QE>cPJKu6cslUF&e)C_X`Ekym(tJA_*4g&#zV~B zUlEp{S)3hT_=NLk`R7}@0b|E-`K?f__w?C52Ka;P!-}C!4MS~*1N|tE6+8A%I@d0N z+vkca(~s3&{14)F9B-wyLipj=li_|V@_XeQtCCG>Yd~MIKZXq`J|+zFq4roG_=)@u zR;lcoSaA^O!SjM($EaRo)AzvmxW5kGTkbs1!~oV09B-9DpH&)(cDt7K4ETuth^t!Up?1KGGtxbeI@K~b$aVlpU+;fUQvG+ z3=S)m>azFPh1KuwZq~nC0`W82dq|4jgwOd0fFC#>VJ^>*y8J79jQWFq<9tFsJi4+q z-cOOf#}Go5b%%Opy@T=5KZTk(%buAL0{J!^Kh*q4r(0PQpd9rj)JpqPwvR54w?aLw zj(r^83&unGL%p@7HHSV?qW6G>HC;w(_u4TR_QTj8VebFe^c-T^xTL4bN}_K~-02l{ z$MZmcaKAyL<~OK5tfy!n zgke2Lf5^&x{>8vQq6f!^`4Qd~St1#)2lovyz6>Yq&&t!&R2oh$SN%cz*L4PaPkuO7 z1@RQhcb&sDwVR49{JeSH>XUbpXAc7UF`r5p_=Em~FnsTh{9^S#k-iaz`*CO=>#e8f z7Jtrx{2A)Y`qdh%?;KL%`HS`28?V1yG?~jILb=g(uJKx+5A`>~{)l6zc|C#Ogu|8A zDJ)Tj`5TM*8-W=1tLTpi1O3Qv!oY9Lcd&BiZwP~aAwM_N2{~3p2YG&eqk7XSzglz7 z?~N1tTqw=1fp`n~w=qlNd471?{d%NtlkCs;O|PBd{ZGOxb2`5C-2wc={x=gDu9h5cVjAPn}8{M+{WpgB;(m(NKSA*dVIB`M%;v}H zd(!*}Lp+W26Xy23^>D<>4xuYyyaD3z2?KqYZ(-&1K8L`{PmumG%3hn|Ab-xjPz~&Qn~;A$Bz&{qkc1dhwPECOcL>* zl^2n`3B!K<-~JAeJR_A~+ZWobfcOLHi){C3VEd_yARmJBjkGtP|1{VU^cnM6gyFt4 z>dUra3>Fs1Xvk0|L>AAgTUP>%eGGASG|DSI2(AI>Lg+`XKpyj1YFsNYexLvG5gQUQOD z{WHw+NreB`{=k==N|)N+f1v*E-&MB?e+T-2{Ek8l-*cjVM?D#MZ9~;$eqO&_c8%TX z=$p_U?U^w2kNhJH^kDvvF!y&1C)4=b^&Y!d-FgK3EgWzA7!$Qc+rEH3Q+vc4tMoa{`hv!j&Q{h1vLCfx4T=EbHiTDKVaediy?sL!MOJ;&SqdfM!`}4H3WJi!6uGf2-^UQ0X zFNAy-_P*%^Bc>^_4g5av-s4w~`W;UJ{YLus z-Z^&h_~b*-AK~Zfg~r`;LEq6{_P%%fe)0Ty*l$vQh{1nQ{pO+V6NkM8{lxfd-~2mz z@+MtvF@kUNVpBBk*dtjK^OZ@uW+F_Pk;QMmq2g9ihUweD(dK7=}QHZ}~Yx5*( zCCCTkZ^96t;{4)^9$i(}mbW`aN2RS zcpK<9;b0s69l~jlC;A_Fe4;VIryIm4xc_B1mi$}7i<0L#$42q_66W(gDD|b$* z9qpYk_xA_)j5_(fH6QY+$e%=IGwGn6RS-`gzZ1JZcD3(xANF6!Pr`ivm^fDD>E!Ya z@V{mBH;M5JLUhA?+5bp{B#9BC!!0}c`jpgV_~e!t8=x1*OX|5`OZ&I7eE*Wvd$>*S z->x7Z9G@`o5A}tWv-K~@?`6`83-kE=34{Mcdn63`DC+O^(d_3P)zwxJzmw{kJi>K? z;r(eWPkyw~x5TLo&hK%&Lvq@goqPNS|AO*4)ZU^)_2((TPpr={y|*hIx^Z^ev8ZkQ zyn`_KUz~5sYkez?9lidC8$5!Njdz2-VE-v!s*Gp7=*IbTc$kXBml1N@-yO~lYNtPH zB=8gc|B?FGaQW~(upS~kM_TlnvNgNG{b(F7Rr&ns##as8f2H1Xj`h3H_WmLI<22*z ztD3GJQGG`3(@wb#9X)d>)W>*}FptO6RdPL7$qxa3;CSg~?O%viu7~?CxPGQvUpv^v z&kE#^_CXlri~2(t^!wlXEFMk2ta5Xjvm1|3GPv zJFeDA=d;vN9|kE6d~IDzEH+OzWk!u zS*6<{zvGVm6E>uHfy&{FT3oNQB;4d4n;Y@CIAz*DabE#Pdg479L6ON)utd zKzU_3Bv0(!SOV>l-mJ%})^U-)`1v5iOx~xpQ|!OH37}uNKPAlb$JuJmvZFk1N$w$j zW^4KjeI^NzO~CytVVOhZ-x*G#^)B1R!8?6*cUW&xe%TQbCZ2We!QODb*(XebR9f7X zo)G=n4-Q}2XDi9?BW71CxGHa2#pyreH6pG{Kn9!_V}ECkxL@vk;Q-v%!1}InXEcA33ULXWyDr1^xv2ontVyS?`Yz?rte^aq5&zo31xas%QwVO4WBKDA#! z^JneZe(qfF^~pEPOu=4oeIpF{vm(Q=N=od>-}zsx2gQes=6f6OvvA(zdZjm&FPD;A;e?ouh0Kn8}+HNR7IQU zyC6NOS=Y=@UYY#Og|a)p)(2Jbc$6@Vhy4=&awh+av+h*f+p-PL$IxB~ zOU)wsFUEiD{I>5L_THFq@z(I{AWvnupM(6l_^8M6%*E0C{_MpUt_4Q(I)J|6{BxZq z@0r=42=Ow~M;PK|k0fe@b|zC5USTt-C`tOscCg!%e@IcZ9}oz3<jntKIQdcrP3EKTpSeK=<|?+56A}VTGgrmc#!~kiI*O2@cEp+{4QPguO8W*$0zyE z{I&keQ{(!4BV?uMo_kmLz8m|$5hb$NT4N)#pXetnVgE0N{!kxS`7Yw$jp|2RzU*2J z=eKCD1^v!Gw*LMK{2kUWusS?S&+r$>1MRh7V)>G0PZx-n2+y(}FWh#5{1VEeAZ0!z1I{9`D_veMy-`-bOIw)MH@o%l) zWVUkfd00P?e!{RnBfPb8vb4Gb+^<0TZe3V(!0Na;loPIgxN`3GKd^ow|B8ks)JKLC zLp+D=i|nU~uJ)(_{X~A;Hu$KdklYdSrP%(q)t}m>+j>L35BbS3^FItTe{=h6$(@bb z_xXO{c45YvP9uxq{vP&sXTa~;gb!muf6*Tj=J!fDQ(bHHuYm=rCjEDMo2QeS- zZui@d9EbTseh2eacbBh8uC{D@e;oOJH+=8Yk9Ye5@q`Q0i|)*r1NUR_Jm4;3sTktN zy{>&+6_($C_@PO>UK57?#{Z3B|6=wJK1}fqYtPnahUtIl0%27aAF=Yq#4m>FJrCht zl}U`u$WmB8kp6o=!je>_+y38<@*xcC5tbKATse~L+*5Wt*(YI$&yat`dVvR0PUXS( zj3}Stne)QtMK^=Lqw+mx{uIvA0e?dMrM>VNX<5zlh4)9avmE$!1+4#Aet)F#;9HYw zfS#FReh>!#VEH$e*-ZIxD(Cr8hS~QYgk`p{{xg%CEf+oK^1NSiBedjqJ;(>gf8Y`P zsl8SR#EWP@gn2%OFz5@~TS>hB+O+27aK4B6i&7{u$-_Fh6(M-Le3fKhpoOv22jB*Lc_;<9b!DxXmT^+*;UAAwSAB zWj$@rWWxP8?5})q?AVUR(%^rvzjEtyiY`MlKp$}ZEq{Fb)2vsP?7b_YB5;|%Zoi$p zzlx(eeMRAo5TBvHs3;hia;?i8@TbV{%H{EkT%WY%^K8WOCJg=y`NuFje;_P(hv*{= z`(32J@^t9gX-Pj}zDR%NjSlV;Z8E_hV0l$Xlkfk%HsO&wBq#sl;L z`Tr*u4U`=w6xZTWee-{S~x*$ug0AzsDykGI@6-f*Dp|7bYh$7%mMLP>-pKGVR)4>Xn#+PBpbzEuG)=c+XhSSNkF4o0T657=UXgvjU*lz#+EGFu><8yx zlb`zMclHC&U!><*aD_^k!gapCAq@4ge^$=!=M#qY3FpV~1k$%>aTgpHC$+u*Lgn>A zOOmb_!1uI>pIde+sXy2De=gh)K6f73Y!IO;-I_oSEjhyDxmp*Wjh7k?fnQWUUuH{y^jwv9WIwOvq&@_k ztK;@X80-b>zqU%+wdG3(kT>p^Ur(|9?|!%>$Pejz?X8i&%}pKRq5fij^}5(wrD)zO zuD^sK-b48i27SWzb$ettbX0f+{u}*a-GyDbs?yuxeme4}?xIut6p2VUe?xt$dl^xb zAp}A^kNv%gzp4^gma6iK=JV#ryWTb)clmvlw+h{#b*TIS{Kx$bVc0)m`?qn0vRlSj zzzDpauY|G#Ro)4*4t%-Qi@*CC%jF0OF zCOp2S{TcE(IKO(6EU6mLa>%#g{Oadd=;#;;eE(hVS2M7CQ8ApKV7yqrV%pPJPv64+ z68Tquc3^9H_+;68gg?k8-#=D)0{k!b_rd77PeIXDSP!xOhvB)l6;FTh`1ymwm0UsH z1nkX9Jb%Kl{-eKQSe@iU803%s_k+LE+&=l=claN zt%rsLKt2WM`+1S`^N_`Txqf{P*w*p-)T!|P5v~smA0YY~Ru}iVt(y$rry_qEHvI7# z`RxkWH`3pbJI6t5?`YVs4iWQ*Fyt4JKMgPY%2agi3Gp(HPngHkjp5IJEvxGX{KftV z!+lpAuQ6(>b+I4P2j|=D z_1*WGYy`w#I38ix@8kSgIpc5h>qnzXDjZ<`7{4;Si~N6!a?ptEx!>6TF$Kb~{$PKE zx%^uU5;u=XsD}5@k=~X;bB2sg8qM>AEoUEij_#?)rwkz%fjX4qKThh&y{R?wsRZz_g@=*zUv?80sKP$`)&NlX36bVz%S$vVbEXX z=eJ#vJ5Bq=$k$Q+?_0W>t8v~w9#4N)d}J4WaV6xRu>JRW)2#aRcH#HqzVDvzadf;o zx2GTK^K-teNe2Ie@@Du1@sBY0Yt)|~lb+2Rux2&CPx!;7FtY4-r2_jtc?TgPsG2bpYL=nKMUF;KYsaNAEmNR z0^(bo|L=jXd*1jM3i8A9-;;U|Gch;|80q^x-8l1*ZaiS@k1*{2P~L=Le~bM2eeLOR z+ozVWzr_3+Vc1_%e>Y|hdgAHM-*@_b+fiYuPW`On|)I{)bLCY0ydJO7>55N zk@U|nJ5M1<&-m|MvY8>+yJUZvW4f=I<2cNB49nAcwjg~#CU`~tW{4M({3J*}YA-wL zf<5zBLFRtYincdCgTF}ZL6E(6ZP3=WSKvI6Bp!2|%i5o8vKi#mkI7GvMa=t?8~Xi3 zf_Fz)FGYFC1%8~ESK_7m68%|_D@c$UU_T7@PbKpghS_=v!(eape%<2UBVE(vUJ?EB zf6LAlY(E3_2DU3`B~MzgHQS&FMMCo%y)ay z7V-R9vc4h^hV>nZzX*!MRd=shzkuZ%K{2TBOrJn$=Kq4?u1gUS3L7B)Qh$g+->462 zhxkO}zX-4w%zjG3}Qz4EjU+WBt+hXRMvo zi-MA|VY7U%c$m*o|AcGV`{Sp}JLlQ6?@0xvi5JJKTe`seNWZd0&d?vJPB7m<{U~pG zdT`aYtuVfognq*CJlY4thOM86`|Vr3&(_lfFA30a;C>y`d zR(YiI6gZ!b@2ewJbB1O(OMC{ zw~(wq3Yr(4O^uF3LHt5`HQy|DF2D2z_5;u#HJe}8ZtLI({vwH|LL1T2b7M_rg8Z<* zHe>sLfh?%FH_En|Noe9+1r#SPAkA)aeOUR zyTNO|H3JTo=$|m?2kF-`kUIO*#$I(T(Wm9JC*96fmVFN?XuTS__5Pl3pg;6?t-ozw zTBj`p`C$L;WM3U@%=LtJ^tX0ub|TG5LxF#!moVrP-)|>qhp$$d3H2!Q*KX|9s*Rre z6*3vlTwpSK$VYa*OlXG~>Q5T4An#)KEhC6msLytYAz!0D+ueJfHMN%!{GX+hgx_{= zjOHpQ41jtQ^~o@;HwoI>K3$uu`a%7P@*oWTV}IHcQXLnp^5FJO7`}%=dbAx=EuFjz zfgi$Qcb}~4YRkTt6trvFYmT&PVC#PjbAEK@7c9J?_5+?resp|gnj3=_!+Z_pqqBeL zFg^K=AW!rkofoOq?W#_~d>O}Ue{PaN=f?)%57^$px$BdR;#)i(c9<9cYvBjsKe_0Cth4SurD`CT+Bc|Y=)E{CVzjWnvy6rJ?hWZEngW*bgpD^r?A-}pi zwJxT~u7vy5O(gmy%=RaQPQz4tz3i>V>TjV_+})ddb(_FGF&+?x{Y<2{v#jtXc79)w zmt;OJFiiVl98>+vFt=xVo}GUaIuAZBS~KQ8d{2h*>FoC?UO_Guo|mlG352IOdD_g2Pb|57D3W2wx)k=oJ^$Z+C3~dqI8(L;pxm zm(}&Z=T+5md+)N%&R9LKg2(eN+dEu&*W)|r2mQIr{Q}*skHq^oSf6y=*rYOYQ6CjL zpDuJgv~gL7^{;rm>sq4TzTt|6EUlLb`kU`XTpKU`9v=0t|98)dA1N;&9`=yvkKqi8 z_k?*oWbO2SmjYq7e#SAa4>8Q^GlLE*nwRbp=TD4B2A!UE)C@ig_KNZ#4Ckj?VQ!xW z%f4mXEFTNB=FbA2g~_ucyr z3EYqo$nI|wx-WHk-r>+U;8(K$!7#5EyQf|_C#9hW=ReT@U~SGf*2!7Al;d^TeymkI{^m4TA3^_Om_JYLtlsS*(y$nJ zdW^y|ibo8;!Sz3Z;c~KXhAYWF7`{vV_ZaD`rLa?jt*;3^=IH+D^xYTsSCGCQH!2#A zPcvZmaSMdOpQ-(wMd6kXzOcT9`s~r-w06RP-yjdfJtwMl&-kuB8Kx1^gd$PKSKHS8nkj%=TGZky%_zkcmKXmcgyUC^AGrZ z?~|iCn(SW6))xgq*Lq9urd7Z{@*_M@I~8aa1U!wKLQ^M9ZJHf}v&w4OiTx4W$9 zFfiO`(v2)1BAX+R$7kj+d)1=efH~@ zBYSbhU^rik{?Ko!$DST*=7axXKJMqEtE~0LO@Z;(Z&_&X*b7I%{!pI%0z_{keZRx^ zH28jh_m7)q)!9NmA^dcJty**m*c(3IpD>+A5c+>>ckA~QWq2O#qyP7LTDn?3@I3|A zCk)g1a$!JcoyNkv7_euY&k~0GFWIjV2KYHEILaQAnNRNz__HiFA?6y$6Zs(w@fGF6 zFx_V*n6CUDa_w6H@Q?JHjhZl|X|E#BCuZ3?{?3=I73n;=V0QIk>cqw3`vTBD&Hf%7 z7TzZg=s|uNru|f5psMNg`vb(^gJS;!`^xUoKkfniqrM44Jx1-j3*S$4oB{o#y$>wh zW&CPfDXf=Z|Acw|F;|lNbY+1Vm%sU1jY&rw>;V@^?1M1ShvPBK)>jy&{VKsc?Bx#G zyYFFq^e^-C9m9`ywFdbhzk_z0T8X3wf`6gD1|^o9{JEeb)R!plK?T32W_*$3`J7?e zZxV(KvAX#r{GP&Xs>g;zxcQa%=(GEmg(1y{)zIuYkWVmQ58bp%5WDfHJ0^ZuwE_V>_UEV_L1{&KP)CBPl`yWwkutaP3GoTmc zJK~Xb^2qnoHR!yHFiLA^#hk*GU|(3zFihX8@OIk25Js!zK9q}Zi+#1F%rX}mF( z%4_o{iT_UyisE?=ED3E{fjWWFH{&)uC!#InHua*qP!Vq^JBu`4=5jonLmtq z-LIe}a6b4i+W(l}88SZ{#P@fhya@C4Pr`gX%esqGq>c4B$iKM$%P^ha5UjT}j<$^z zKtITj_5QBw&oo{HjPZXInvKCou3xQh8l*iNG^l?js1;{ zaJ(|E#)Pkjjm;WVzN+CU*cY`I$KDyNpak}b_3Bu}eEoUc?9~awl|RAz$p5%^ga5o; zsmAMr@rn-Bj}ME#$3p)dubG`}GS`!x4;030Ufv+<`4ITS{LFABaNiU1Gr=?C$)KO7;e7*%y%UE09IU4aL%hWN!JhYL{p0(f zFN_xxV&C*E8yccHjQE-G;N#mPuTvntp?)XYKS;=%@eSfV@;lK_J=VCio}CX7CaLAt zg*dO`^{36WpN{E52arGZZ?o*my`Y}r`y%jt!oVN$Ym@0cGsSNnHD*3-U&6D>xg(Tq}V1gZ&_F+41UWRSopK!kct_Kr_ z@6C`u!f<}373T9-YUleY4AXf!!FH*ccByha&`aYdZGE4xbT8a@jr>er`#LCBTA$m) z6qBm>8OxkxBZ&Sffu=XEgbW1zW4$v~@$iQ^OQfKFNB*WdU8`59d(7fg>m&t_bUlgwSxuU&#)hEUbS?a%JUE$hueW8i*Oj5iE7 zQ-2K8_cOw@!Si3PKUUAjn`W6e{YLs@SRX|Cr|mB7Ugmud{0Hf=&mAIN>=_5=0SqPb zXPB)Q+n=7Y>TLVJ?EVMA!O%1NW7QmJ+6AEDeeI@-72K&MI z&hT!E9}F{latJmZb!>0}mH5Bw&*P8tsKqyB3y7Mq0j0*vj`2fuBf zw*&rfPdY=wA7RLE(XFr{-X|+iJM6~{`nMh85z2?!Vg8Kv$NCfDc|`s`v#;r!Hb(Ti za~J4Ef1G~d&$;-8qoDpmey0D3kv)^&2e9P4lt38bG3Ix|P`_Y3z@BIIk5m7XCP|aF zar<%dZ>ia@c%7Zk6`b~DDNOCx3Hn3%I30COd$c?Y@)z2dQ{{$nHx$Cy_u|5gRij&a zMLNTJF6w_qqIUG;7Y=;A(%CqFw_orKK7V&k^R^aEzQOKS5}eN+%0BgXH1Lc5O_;|& z!hF4I=6_$VtI9u+u_JnB+C7||8&w7Sp{T!^u8$}Da=#1wq5sV+SeoCv!UZt;>&$|H z^QSXzC=2ZU>o-Q)->d|Fkv|tXonGU*r~`jEe_?nL*&D-jznI`+zVy$AYhQRhMi}a0 z9M9#*A$!DPKB&B1)0||3Gk)zG~IEdoauwEF|_v82o9#znHIYQ#;rXj_;;aHCKQC zZFas#Ak5AW32tVURa-(LpuUluPZHe5D^8xVtu`Lg>$`4!*CrNH<|zk7)4 zx?4Kem6kIc-Oc`p5XR>_^V&*H_&ew%+>e6(IB(1QqJsl3g8p#6L73fNB+NV2{4_AB1^5FyGMcSLu=kAWvL}WIS0s} zgv(Dn4Dbv9eYV2vyuaXq?GPW4KaZ~qMh8^Ab6hycyE(ePPcbizB9RJ`3@}LfL)c?c0O@;rI(%0`-Di?m#=*!=h#0 zH=ir@hxJZ;eo^pO`z>zAd3;~A`NI#5Q6^j;i|#jRe;@Rl{hyDpSUdN_k_0>OkJ%FW zFq}d0pD@&mXs-;@c_(49Wk%5X(G#G5w4cRkUUSx-vQsM{dKSOR`5CSr!|R77J5RcK z)Xw4i@k`?DuXm{xpBKUWuq3DD#?qOKK>sM8B`qSgSh?|F--Q3pn7P_83FME@FI7F4 zb1`HbO3t)J)f%cWb5WG`wARc7`3(s~)6wU>8-zR@2EgS{hvKB~=` z_q@twrc!<)4C~QIk5Ax$mSQ_!;1~6?tmC)M`u9!wd~KOt$4<+VZYvj1K3(Q{ddI~* z-?;vltN*Fn6uce$3HeuwGgIWs|LD(@j1f_jP*uQt`bx@Q?Y0FvL^L z*S<$Cecr4!1LB9FL_UOJ{{;CV4C@7ii`FIfD1Ht0gY}RvVjf?8OS98IEzt-0B7J_{ zj!4JdYJ&J>E9swM`W{zcn7#)P{H&MOh-!AhdIkE6-@S{@F-s~y|2V$C$s+5gKc~X{ z5AE51REtZNn>)`B{ZG`-CY;Bw z6{!cyjKakA1m+*YJYTLTOJAo}WCiELQQj+_$sKLm{g2#C%FinmLLZtBmR8t7@t@&X zvImBv$sSimNkztgRR#M-`L8k=?B35hoSmN(R*jQ8|FCMjav#zM!)$$W)xw9WFHUw- zVe8cavo^F-vdHK2*MQw4>ib%hL4HL0BMk8h;|F2jw-tu{YvhmG`T2=}lKB~fKaGd_ z1?3-5Sr#mKbl~U30^NGdYw^4T@dE87a6_$EzMUc13(7k%wVy^_rZSHofqAaN)Hd=w zUaj%fnwR}9AM!QIf6aEq!fpQI`|FW@!Z80te;^F}p!^8K{vD3To~QdKgf;oAH7(Z^ zKz)hy5th10ILIS)R?sx@{x|j)6h7P~=};!vFWNI?{;677~k6VQ*lrX$`^hmWYbAevT{X;@9Vu)ubPlnn0U-0h4o{wJFLVZpB9k)#j z(KrS10r5JG?C4wbCi8lH-A=!j(1rmZU*vyX;hLe>^acY)`qy2*t&ue$fY%4>el9wg zB0ZP;d&s_}A?=5pfP9GlA9Cl6mxEp3B#;jSUJ?cFg?ZEzIBPfKh{fOee8Q?lwF1OO{6ExHq+kHYAg4Lu!qK1ELt)_ zzVQs#SkqL$iv-#07`@&(E}qKEF@4<2*D zpYeIZKo7MK-z@l<%m(|%@gv55Ja0Mf2h_t@&qeINtn{Jw5XcwxPZ;72>LcRd=5+hp zyOh}cHsZxShYs@=aC;)m{f98SuSnQ5p&)Q+#R!yB8kk_8BQO>J<%Z$Lj&Y z5HFDb$Z@{wM()@Q^()#3!}R@|Kp5&9)L&%SO3UxP5+T2!JQ!x{$C3LE->T{%UQb2) ziE6u7-PdM2_ur^def#Z9Dua4rmV|zWk4p{w7sL7*`V+OY`%VP*JUdSk^(}JX3%RX) zJuX`AVQrGbUAX@n?JxR8$JtZ%4FLHe-twQWLE-71fYDzF^ZD5pd#%bVzkK<6^Ok$7 zYReziD$@6`0>c|99&D9Xd!(YW4dN;Gzjab-;9cTDm*bThyM?+{wIl z8`wYE&(?xROGWijQp3kGu3xP ze#ZV|6a#Xz?2W+x(7$5pD+U~LyTIqOv7a{nc<1WD^U3y0$Lc@dN{96ee4jA8UsTvJ z{Pz>@M1DV`up{izvv*d*K)+}&gn9fW%*Cxk|J^LT5pY@U04`I+J_Qx=* zw;87U!iAkFIzuaW^oIRL>hE-L#=`ma?7lN$=iRVH*5}e-zK!z@!oUyK3xpwF;`_Vi zXXiI*DrHRdhY2jabh3eqN8 zB!j;3`Mom^R(vfL|34J+w|8&6#fNj>c|6^lbJu3+o;zG0gdxAs^VrV!5BC|DF4fNH z%j5gL9w8Qi+g3uog3s>@J~mixR}92g$@kC#VW=;V9>Uzd_GNiKHk%j)@sZv~%=zEf za_Uz7$!K=}ix6kq81d%qL&$f%CHmX1S@b#W%5HAI``bw?c(|+rd&77@80-u4>wc5A zGTRFJ!G1o@p9sr1ll%$8`WogF!d$-lPo0?jBP5pl`~EXkgO^X(1p3714=mS+h?=De z`3e1%VRrtD;UJR7ffJA8i*LN<_40w=JKirF77g(l{gvUW|A*QB>A|%Xx=!n6LwrVi zKa||*V8o?CaJ~uUedt-;P=m<|e13N5d*t;s(Puy(NFT$j-XqNJmk{FTs<@qsZGn0X z4bsKkWUR3`bA?PjAWvxZfD~KlB<3{)6-p=JjBb{j#tJ9Sqq2V+cu}#=(8`7sGlM_Lo!^<~&MI9FOUJ z#M~c~Zoja85NHDOq4wtWb6#6z!1*hzN0Y;UX@z;m@cqK%%;eIz`(Cg=g#9N!IUIDi zO1;Q214dheW{rN-com~RP# zzR|u}J3GI@+HHuw)X||G&Lny8{6-k^Bhr@|@zPH}yFXuFNzG}_ckvqs_KW_IT6?nj z(23VP{vFX@{MI1xJ>(0N2VuA`5cNrz&o7S{nSN-u=P2}#;~m-W)$Fcn#N*?U_ex(g z57==1rb!*m+qJF{;xo!OZTS6_0awKTPmK8??a|h+;(klqve_UgYYFF-yeTw|{GFxVgL4fDwf z#Nh8Z9>Z;@zZ~^azo#!dLOjCwOBnnepC`=Mw{unv2wppM9QXtJN6vFW^#Pm;+$;djE;cOz6nG8!~RYOjgixV+kaWTb2|R@ z_x#=Bc!T|&{_5IUtxE>%f161BCr{z;7CYaMnICov&i7;dXIKaCyA=pS ze8KUH!v@9sobd{A*CT_6eX5?SU|#uUtq{PgGeL4bP)}UF`4Y^q{Jj{0)-d z#X1+Qs!10h9%1}1k?yei=Aduz|JsWs`X#KED2?j{gkk;Z)xYf!pBnzfupUtVFNXQe zzJD>uXK*X*NA(RG-;m~eYABO3^BY`k{zlriF+22b=Z=DjvAGDW}#-m3>Ge>d% zCk*if^-CC@$9QsS&JgoidSUQAAihtS%bzgcZ@L`*WMH2Z8D3wM4x8cQ-2Df9UyJom zsl&X+n6U29j_1h;1OKRh!rUJSD>Ht|I-mRQcusu&1NB?h{qryNv!{7HW|*xXl*Q@^ zgWAuMdP4mZhIozqv36Dul$FSp$=wwH{~g*_*)^9PyDIjAKOp^O4K}vJEslcx`b+f1 zunqA;n6KXx=KJ5Qot;NvIF-?Z{quZrW%}oRzZyh*{(5DminiJ>HHaTb|J4wkm$^Qt zczn2;Tb`oo90BW1D4+5UYgHFWe**gPdk(@7uh2fqt*Xx4su17Tjq)!KE()3W-39og z_G?3y*>sWS`$N|zM*EFcbYu6q2o>_{`U{K2>pl2Fvwzuz&VMBERd1!T!Sk#b94v|6;}IQbYd5ARj!R#NMa-$_2tapEDds_DdM% zvqYbpyj7Tv`2Um9{;!9b8pZrFfcv9R-`A^W#XXX{$LBXU45tr`itZ2l?HF%wPF$3~ z`fxJX3;M^+?cMaQ3~mSZjQ!o*Tj6nGf&;`ytj7pL{%GC)ob-9iByLXsy(>Xq*nVq@ zL$LWHe^`IO{RqPFf1udkt;AQ!6OAXxccFN8DdDJiaeY^hnKJN9>UxM* z$WOJ0x09dccW6ids6Jfx#V_RuuYU=1dI@XPvgc3w^glDMKj@SCyL?J@L$-K72-lyg z3A6QC!k}-=Z-jZguD)c5Z^~|D$UFi0p*>V1=IfRB=jXg^iTn)qfX_dO z?xiv1qA{2ML#Htom66+kejM*%bJV^INc#G-6$mRe6Mv89&AwUc zlgz(YeiWK+dENUdoL9#6YQiuc%9}9A1LcsHtlVn zcQ)|72=-TVSU>(`r&RD?T)!g>^HGeSgdv`z{vNCRS2QK+EcgS;|FNF(*Gp#OA%0-{ zldB3TjU__?8%pepFvuV2eRBKNmltj`9q$=U1$!Y}(MH#ztQzKn zh-+o7ZUb9p`V!aUS#*zAkEzJFnv zwg38_Y5e=w7vtA$xHEnZ=o{&M5o473;mu{R59H^?KHH8d`;wu4Mf-hG^``S9gADLL zdcMBRNB{0;p3?3EmW7+$Mv1Ys=pXC1mYd~ zbNw2HH~JSpsIdLn`pqUT`~Qmu`C&al80-HEwp$*b2L7#Y@hA`M8&KC*8``G`h>Nb z9l3z7|GwHYDY2=u7sN|yzq(iM&$Dq5|4<&U^FI6CH7Vljjf7!86y^Q;nUb|jnE~Vr zl=qvsaTY(1`f`5XdhB-CVmFMhSG?U>wQ^*ip^EcKK7_%(F#o+hKDhcqnhUR&8t@Y~Mfj-Wqk zM-1^A{qMbXl6AA`E?&>RxBC-hJ^2dQ8|v%*hK!`@$5~*HDF64-d%fKMo6PgY``T~T@wRH51@c4wn=-e)w7swz+L7L-KRJ7rC4ZA{Abvip&WV~(m=5#3 zOOkj_80Leq|6+|4Y4iv7e1_D4f7>BG4f_`Z{YI_uA^M(*-iQ3zsz0z#jCZVmc3%X; z?E7`XkiStLpLK2Adn$X&MKgZJzAUMoei-~8{i|7{VSLx1?qDDIJYjB6&56ZZ)>d`` z`=<8f7r#dw>k0D#w3lYY+`gKBR{UP4c^v$oo=42@Blt3MmD95&aeO}W#c6-hmON9C z5AKf;hVjt98K(bF7ufS`ef&$}nGPFspK$y7Qf%(G`srklAKKH`J~tliTt6K6MSXwu z-?!wXR&I~t>Tz4L94`pux99o3hReSGhEI^57mm!F3u z%-6ra`=*|Gw0su7zvhS5<=s+s^3Wg31WzKtIw)82k(U zsbySI)W~i=5N|Mkv^+>XqV+9^*NcBv412icg%m$;@TVrOY>{a+_n*Jgw(SmX`U>?q z)+-Djqx|}}bGyxY_pihFI3Fhr{(<@+4E^Ewgke1v{pIiA#Ca1IEm7*m`tvw>YvqL` zUhn)x4Dkc``Mbr?w|BrR(094S{t1J=-T%c94`%#}K^{2YrsrWl0_#K8pCRQd*565z zCt=u6Y(2gQ+5g|Y%az|wi(vJINGhUT&XPZWpgxg2FOoX7X@`TxX3(F+UKj>@k?_wj ztA9AA^*xc)*c_`jyzHNOtvyO>MddfxSuQn+!v~mFzEwWRDaU1oWH+ z`A}l73`2c|@5_yn_J97V9{yibG9MJlB{pwd;w0XWLVo1(r(Ws(sS|v^hxE!DjM%=q z*Kn{uq=zufm$5(jxjPJE4eqh|iAdf(#l%akE7U`h_`@))_fmh@&h;U`z~G$Rbn*S9 zs6WCmo}|7M$sf<@dv-zzJD(tuKh@xRdc!)9ujKp>$MpZb41+#U{_J`BKM~f>;v2`D zAMBs)?~CLg)*imIcMQ}6lKd)CNNh-O(h&O(@~>#Fl_+X6QL!8PuShXz)BHWBq@g}S z`%yfuoVjzPGMv{%eJECIJ}@&F%HoYk@y%9^M@^GJ{wN=%iFM0*Rn!9g_`cG#TOyIS z2FMG?Q`&jvVtZjc$Q$*g+@^hpGqMjLe_%VqNetV4i_X$g2m8hTl^tWQggQq-|EN#G z-2Rnkgq}#5T?qLA$5%dme_RLUi>zJ{sVKL^89pdw`=cDwexFEXWn;L-HCvz;{Xr#T z@Q|KuWz^nEcN5185n<5xj(;)e1MQhTPxXmN|yyqL>T0Y`XLPTw0a)s zM|;wUSucIU@;t;_v{!~{KSZRFJn8O?tr4*QZy=EuVX#N^cfxEvM5J+hvFyR8)8IT7 z@}u#tdrq<85r`*}?}0=N)B1!+Q#rN8P5Tn$V|-rINY-P$&2spD4(ZqI|GK_$^h20m zQ@gjJ^U0tTcwUnKMVg2qej$IFr{;h1%~a$1(LDXoHt-Qop z%c?7F49wuXnI!*;w8rR9>~o_I>J79vEuXe!7w=fJ{ZSENI3I@m5{C23C_nANuRs5I z*BRmk>PvgXqi(+=YuNW>BJE8hH>z!14)uP0b!_q&>mQO8Vmgm=w%IlA&&Wwih#wZ_MyJtEcQ+43~P4Ic$g_leF#od7V0Od;<=Es3JUnE!PVv+sFCgu%XAJh| zBEsO`$RAyrxechm>NbpM&CtJ$&eJGCnyJ{n2J>*|map;E9A=tF<+ znv>h#Gj<}EXV>yy4s!e3LA~ON&m#u;N#-9SYUlZfJzq}tN*K=PAierhGu^Ty^dTRi zeDqy)j+T_ShxK~255f>nsJ){6xzR*xINyQxuYW)L^F!B95RVWW$XV$PrYyY4^zxdP}%eRpq{c3f%uMyLmo9z%Jn&`E8(vh^;JVb#&O0sj*Kh?`lMZ4hwYBLj^g%5SXzzr*W-Mrc}l~=!Jp6{2!lM(-g^9U zpL9aHNZ~NiOBm#X`t13ioonF9Zom)H*Hd3JRjQZx{1D2gXCJMu>()6bE|3b9$dj;K z66vd_b^bEvrU&pn`6X;e4C^yf|HUxg`d1VT3xawG_1DYlx^=u+J@^mG ztJjoa58J3l|CNJ31 z$m=h{?0lF= zFJZb|9MLbzGBdcXEB?RI;rKjanE!SA7ehSg_%DX~2lYws%Pb*%GEDp7BEqnLf%0OQ z>6b9r2l4apwb{aE@%ND^9}_$KzB8Quvh!9Vlf(}h`|kTeKEZl{F!Yb|HF@;*nd_l- zus@HukCM^Q-WHd^-mxC*;}$!0tZsKWAByp*&o32+1G*=ny^n-H!axt!Q+;L5U!A=5 zGw2)rsqdnacYR#qAif~IeM6@oE4VmCmF~wD^<5vMAO0y7?19=}RPBpiA->Na`R~`y zR7tO8Gt?_s9}@=sA-}Ah&R>c8dH6h=|G|UX2jTzqw{)dYQ+f*YgZl5cynS6w_YN@M zLH_$yd~@tQOuQe5{4vbdm-;=C9_iXGU3!;Hv4nrZ5Wh-W;W#P(R``*W!@pR157`U7 z5B6*DZ##^y|1XAmwH1c>x^AoX?KD4R{kf7p7^eGgL=3ZdMHuu){3Czt{{Th(os8AT zzp|EL?fn;?HCyF0PlfisME&o5zVyQ30nB%MNa!I9`#qR%34?#3zWRUj(tpz5Md2>l z$AD_rLw9qf!Jn|*w7c4;jfdJm{6Tv&wV#%ArT#Pc5B5hG=tcWr?JR$r&W%{BUvQnB zPZpV;JG}3eX(reU#xKGU?~q@@e7%D(w-?j*@@gxNuZH+1E#c2>?9sCQZEwQ)1+-VQ z=0oP?;r*dLK>s2P_JI8lj0)M%HTDpE56}vOJkUP|#`aQPJ!Lkxe{( z;&rJIzp=j|J+z-Yr;ddEeU$f*LB_ul$82Z&1)?EiR>jPBHG}nP^p_#iEKAy0?Ern@ z_(Sf+y!+C72d8hSv|M^lKYu=d9a_3KHRX>Kd{2q;8)h(Iu36JZnTHI!MFpumRfF{a zq-Xemr2VTZe?tGL@8Oo`;s?cu{|_0*8y>k$_0Rb>AU~A<@E84O$gG|N^~NrVeh9;S z&gfqZ@eSiKwL?6@c*5Ri@tL(J62HSgm~2=w(+unf#~Ts%DC=9uLLOg6#C`cV=;|}T z)PB>V@NdOluAdQzfgj|5#ODaPrj;{+Ud#s!vwTMw>ILL?#1GM(b3c0WdTHeJIR_qi ziT`i2zl1-+5Z_UL472z;vhIATNr5)k*Qk+KE!CvtAYb6~qkDIV%wPIhwms>8^q^u< z!X$T|Uq)Mhm+CNVKKLWr&*)Mkhc?s2^)}jzWshg_omIs9$tNZBSk@iWeo}t|{(w2$*N6R$nVjuYoBtHfOW=6c9cP{{wGy9aMtTWD ze#ZW-2iC|p$$7*7YZ9KnSjwu+In6Q}&-!V-Q_=VZATMkmYxnMGr?pGj`E=3P4UIl( ziHdxEckE`TTeI{Z0>tpLJ>TzkEkDt$!v&sYL?;ky3NflXJ)G`1pDbH(H~)` zCo%uqw0InHoU>Aq@-zC!%@=3LXK88i4pQ#tWl)c_E4){fWrdFt`=&l_P`3(Cf%>9=z zpWoQEJyGf3d=%)x{5s8l&eiv0>H(uaO{+hjS~qqj&vy*7dfr}szWdtSB6dH%$lk8~ z)j$>ge=#EajY*5@caCG<`->dpe{}iXs0HWIalP5WtTbh(^?Z;o+PlNB{m$jX*F!wV zc1It_CEweWO54kRlkiU%;#bYT82HWk7lVGh{>5NTV_M-<+V7$Mz#g$4BMkDw{R1}s zTw1>)4EBWjV(-&^S0eWQL5eqy7q;j08Iz*ajpDQ8^+T@fIz3Zxmzsz4Acp**|1XB` z<4_*cMan^=8>N6B)aUdNgXe{_m#dqQJx<^H`C-7Y0I28C|EIrI>G0;;dWc_WuhYL> z+Ws5D?~8J>jqcZdjseVG0GJoJz2W30WJ*3%h&O8Jgq`d*jyCzVC( z8`KW*8{>_Wk6zJ=d@t}1q=#X)zu~m8;g6+}3B()ZpD^%;^#WmD&#~v(e9)=pd2G&* zH?Y2r@|dxDa=^mIOR)Zl@}03}Ov^L#&MFDCe(9{VprBLbC79pg^MqkN51)6A+&|Z> z=M`9=L;G|-_UP{6wg21iof*8yWm(*8*nh_N8Qw?nVP;vP8%Z$kUF5C7&{=@ZSm$d%^eC8hk|3rNg2LAE=S=t@88j9X2 z*$}<6h9<9D6R8LB1L>dDtaotQ>nX6_hyA+_4;__o%1n7N!>&Izow@#j_vgCDtjVaS zJdfvY8gADNrCr&1DiL9z2m5!MXjT=mDgyL{^$=l@7uG|BA>YyS^X-pqjLZUgqd&PJ z26-btgrVNW{Oxw`%lgd$b$mZ=w)OK}Cv4il`W`+%`|5d}7?U#SAM2qx!_~rN&aDG_ zFy9b{^=iW7EJF3QL&2Y0;{`jGQ z<0kK&>?ght809fHSAX%Lk#X>U1t{;i*Bj(7_w$5$2(kP6gPGly>vR3NSFDel@KpeP zAiwkGd5zoPdmQ2`_D2}v1L1&eZZ@67|Br?Gnb#~Fy{_v6`lk00Lp_83I^Q})XPl|E zVmlgt{*0KMgxoW{-tutnd8j;Q4Cn*GkmFc3|!Py%5i_{vZtb8pmVUp5d)q z-j06N3F>8xHy#IrPTw_*0Qq2k^SJiXD(&Vkh|kpj%S8`X%@qG%IohKKVfw#U5n-tB z>HV*d0`HxuQ!XR$wSzpc9$?SYc|;Lm_`U-9_3S=*wAAGs z@Gp$7g!%axhS_|KFsw(>`=So7E;nbv{0jB&W!cGEF>gB9FWRHmj;hkyh5vzm(Z2}u z_(hm~e=K6pv-;ONN^7k_>|@9exZX<`U&2tYqQ4LZ`Vjj_ zb-QGgc9HMD`80=|XvqoY=OvbP)2VSA>;~gw{2~nUMR_f&3s&&cYv%cRxl^~yAzE#@ z|1EcO?wBy8iR*v)-DU2919G^0mcKEashwB>=M9j5UyuKK58G!1-#a0{zJbezYz$KZ z{ZM;wi?8z3MmSG^^!Pp)(QM+m9oBy^zWF^p{la)iZ(d*dn>KacI$K3@^TZ2lE6 zzUcOX+pu0t^aObRJtwu-3F;rr9|0)~x_`gv0``jb81T7^nsvk&=pXB`z^;!y^Eb{= z`9;q&{D8&}+?DcNTmJ{-Z?w0-c!zE&T2o;E5cv(vu60j8?+EvUpgaO^`ZwtWiSPHr z@mDL~f3oa$EyPc3U){F3`9#rkZcnTGJHA$3_6Y8`q31`~FWo(TC)hjkzeYW|y5qa| zU|;zDn$D-b+(@tnf2Q^^ed}C@dIJAQ-x|bV-$)-}_I(-rm!af&?vHEMe=X_|dJg7$ zSbwcaud1J2;tlmS)~`Xwzd!yxZ#&on$}i~UJ_osE@%I`?Pf-2EP8#hpL7q5Y4Em*- zf5;#d=t2Dke|`4hedH*JCle+1N|?_t2}Ave^9jNb|FQpdAvw2nI*9j|kw3y*o`m6j zl*hWax3b^An+VZJM=~B^$WPcFBDZp}j;9aUhoz*QFx-bV>|YG^HRcm)hxJLUXW9Gu zBp>#E5b?{N_agdPJ39|XSo1u|lQ85DlyAt;0SAuQxx@N?cccd~*e|Y!P&?QM#v6uN z{0bS~|IG+d4~07^yt#^`Q7eeIn2$E< zqk%HI(RN@O;1V$mi|S6U6_2jsCT< z(d>t9hCj>)F&~8W^L_hMb`->GwEr-Vx=o86yR+|SMPYGDV{*26gFRFG!Luv&>`H|Fq?-Qo`J{zhM0u!T(2w#V4D(GKe@pKVx6Lg($jhT?I&_A}^czUR(>r=iyLKyxJ8~fY3c;<*cJumY3xb>5){x8L8us@6X z*kTwf5ZGo80-oCi!k(u{?6L9i64gP|4>D-XTIDRaM=RtbCgHy&1lsh zySMQ8w_PLi{)ax|`=C*t+f7xjze$f&G9-K4K1ND8`nGs}f%+iK<+J^W-iK3#V|YB@ zey;r!zq)2=`oC<^_A;XzLRmWaKlZ<4#ix7TwN-$T9)?-GBMkWf{c}gmtic}B2lDeV zJ4b)=X$qYK@eljk>9#OV7`YR^Uqt=wJhZ`hc>7{*uRG7AoPIF>Fh9S!ORjl>#+$Vo zwG_VygFmDEcTJbFJC!K@f4c~Ye-Q@z!ucv;Snt4keb=^$TkDLPK|UA{cU4`uU3WB_ z=fB;$!E?-GCxgEuy@X-Dg8c0sb0Z*6%?aK|dF)=NsWbmvA*X+jnYWM2uFp_kWBZ91#8h9@YbKeVZ`cPlNWer#el4d(B|5Po!_p>j%%~m-Gkw#rU~b z%4YqauY-Yq>~HV3va7RKbW_?dZ7kuRFvuVKBMk8q?U69(6XO?qp7Fz;XXif|X6JkN zDZ6jD{pk;nulq(CnC_hRzw8tNRk_ON{@7VLp!bPMFgdH*fm$N zFvcIkd_2N@fBwLl&^PDap5Xfd2M*@9q&a!R{0{Bwpinnz|J4qlU(`3liKK6a={_IP z!J%=*ligime5|htYrH0ZWSGs54ldX5KQ`(J*b~x!X!klF8C&svyr@sYaGo6Pi7?0? z{WHFO2lq@BBd~X@_X&f&V?2x(x}WR4*N&ejj(4gppS1cu?C)W`Pw242_RXyK3haBf zgju7u?zwKt^GiZz*S9yq>R^17$6<}Ur=L1iLi|K~IQ;za&XhF+VSb4EO4Rkr8)owv zFg~AXrrX2PBNXbb{u2Er+GktNmT8h>@jh{xujl!~ZjdjL|HRbxKYK~NfOv-SE3vxo z@`-=%^7Wp?C$7#FE5!HT;`2$q!81j6X&?`bA4ze-)#r~Ffjn{iq`beoJLn&Uc!K_& z-1g6ls?FcIeYbgE01phezE_Qx9?(Zn&0Q=VN#{P{b$kU9lVe2soVSObepdV_Js5k26~YG z)Y9+T8^)i2^9+cO3^EUs$#}r?$q@(BQ%!U8fgfsbsokReUBvlGGrIUFBBLJSDb^cl zo^gv!Gbcj+KzXJGMajnITLXPaPg-)jy(?C{gZdWvO}i2o@~~sM${XrGz3q$T`Ih4Q z;&8n5xh*HdZEa*7NWSU2JAIdxv*YqkPt@Gk(>$8p*CI-PlkWfRwRpW4<;yTTzn%eS zO>57-kS&`v7QRt7CHZE?A2E}&i-CBA^k){GtM>N#$=6>p@4D}t6aNzGJDg7v z2Kk`Buy$rI#|(Cz=wdkmy9~4W3}JRZwkWH7>*uzz(_uXi{UcjSIo&(K8|)L~ zJz>5cl)Ze1)aDCvAWx(>`#}9!;~{wpjU?afl$zTE%^RQ{*GmY4y<&V}n9WDBUk;a# zy0;3}H)wpsAg@*!^o{a9VR`0E``R1q`)ARK?bdmFI@iOwY;brZwBvZWaYL@9jQ$Pv5BgW`0o#b8 zCI34gpL;y(aGLES;2-13DeY?x&o`|Ge?a>@6}iOJ|HMqlr}+Nqs1)fPuR{6$+37@; zFRu>!a{p%dEsakY_y;dq_<4~tW;6e6Yj^_j9O*yv)jQ!@$!L%_+CO2aPZ8&C11Q(s%yw0}#(pzWMr2yQcQCQuJZZn=Jl#xkP;5Kl*1rV(<^7m*L-}Pr~3&I9`G1 z?~+LtGCV#N%zfNEGk!DZ8^=B%eZ6^LIW<2UP2c|H7$0{bpIu0Qn=mg|l^h>v}HZ`!$8` zokm`&3WM*7k)FaW2I|tn6uv%Dm^429v7`9^Gpr@{&F~^RKTH_x8U2+o)L*DC!ceau z{|ujG{9GT|bo0k;9={5I?mfHVUKqq*tTz~D^(JASKZjJKCdL<<2Uhr z!_;2#BXWwN_&zy|C+BZe`@7Hj!Q&&t?o>Y#hWZraC1Ics<-wk3=U)heep>g>)=SSn zf3JOP$Vtfm7|$7YXZ&J27QlfZ- zJ-_FgSN7`O+&_x%1e`w9+y%~;qdyP^e@6KgzyEmeMp6x&uW*pqBVovg`28PiKS=gN z7}iHxy$|~@m=CBO*3*&R3z{3Z6*hMQ{Ubkw`F!v~X!N=gyU#G+L3v$BK6B}2#by3I zRf%PI{KjctfL`R6F#mqNWZ%xD{66JS-=Tk$9GN~STSL4)hV+%x*!@-e(F@jVFg{;O zI&slHItu1XI9_SrmbG3pj>GvMq_=d?_d|#O{*Ytmhe}HW&tKO)0P;qED7~_1VL03m z$?{>D<+OWeI^R<6P3?r?d?(7I?DU5x9XGZBJ-GgTrK}|@*Zv0N3mpGyU8kGgtJ-sW zEN_#0^!I=aUN4vXU$y_!HyX~9VEnx{N_OVob-Td6k)CUtLJkd@^Be3J>90@>3z<5< zE99GQ5`7Yec!2d6YtJBiW9=-TG0fKA*z;`uTXEL*#kNUz;5;1qXT{eGZhv>TDBF{M z7+y;JReV!-xw^8i#vaoD^%-^fpX{c>`DEn(x`(6bvn%5NBknDsmoTr#8Lnc_f3te1 zJZ3-W8}s>%DHX-NjFRAcaOD4n_l0eh?^g5pbF;&+^KZK^m$4*!xS12$Fmd`G9xraz z-HUx7T?q0UAQ_)9_+OuYF~l33U$W=f_qyzPwjM{Ae;>e}&n5oZ^DO@}%)TeTHKx(z zVL+`yCGpGf8-~XZuQ9U<2l|lTTa$f~i?j0KK3|OQx7;qvWDdLl`bK^T!}>YaM}(D^ zwtgP&2Sop5&ktqeVSlh6isMxVIGXH@&xHIQERhdkkRSRRVc1Vc{Z?*!88gd&pz>3O zPu>oAyK$?uqBQEe5;4>tC~v~N{$!Z#=Q7Opiz}ZjnA4>Fho29--Meh^&o9flf8KT- z`@M9*C-7gSpD^STj0d;Z?C~sqIS%MY{t1J8(SI3c`ng>+f0t2KFs!$sKUNJmt~;Sz zPg<7VuUdQVL|ezMKo7<%hUx$2M0XV3s(;zPRqZZ~`Jb@HbE!KLc@hTu#Ptc*&gOS_ zMlBf_9Ha~J0{OXXy}Va*v^B(E9FH)czuyhH`)=ae7T^!{akoKc+3NMKe1GNM-O)jc z*&>Bbq`!Ohi*!uezvS|}_j_S#-T^(%Z}pIr`P;J+VSbAGt{z|0vMVD9;t|TPIzU69)cp{(C=i@RC~FAjlV}kNYV@ zx9%8sT7`XI{9xXu^vX!_{{f&p9{gC^zVg5pUjIJQzPv+0-BiVw_PV1GR&@+S=I*BGw}%dq?;w3OHVL5%8^rsegl{$`8FtEne1`l!?pdg6@ ze%^^!{5&CH`Pno+VeVfHw`<)F`5WnF@3ZqYgn@q4C&LGcpU0n;O>Qi-XaAoqdQ$wy zV&ctNT;5OqZnVg?-Ujg<`FU!XHqCU30N>XVwvKYTkd({q@98W*!|o}GyquW0=(=gn53hlP^8zX!r~2Hy4S$5Qg}I^b>}Bf%0LvndqxiQ%$WLz8Uu4P~UY! zj=L|pZx8b=q_56D<;;PkFrXjpqpoP&+9isIVf_~CH^SWBSi9Z-adq8sJ%8W7y$3=` zl1lsiP8ktpL`Jd_vKk_lv?)RoQ5j`qB&jsbWXnoM6d@zK$S6d7LdoyE-{;)>)$je^ z^KtL{-gD2o=bk%WtpC#Y;m^~IAwO7;^dW}xU>M)kAO`+oyi|KiP@!um3-Mm0xISSx z&w=qNVfg+J`j_4D?sB^b%EE^K7 zq)+^KH_3HvnzJ9w1@%7$E)%(5&*VcplvHg#C`m9@bsYUq&>EFlKjaU9o{Rs4+ zetmp%Y5M|gRfxYZKK%H0l*70`rr-~eUxdNmBfskNKjrivXbAZyj3*do@gKwNJ`7>d z7vu+F;2+v+ebqJX9=~qEe9;c``=|}ZHGOBLCQ59OX%p)wVUQ2DM;P=M`OoUJd^5va zsQm`V{u1RuJ9s{{VO;3ItuZNZzK;HXCsAJTErG`q4X+!=ZL-wl`uxc)s9B?GKkyIh zf8MCoH=xI6;J1;OzR!D~Zw%QR4)Gt3=ZnoaHS0s7@3o=5Fq}y7`oc?OrV1&x|Iqj*&UlPT4Dbj0 z|JvKdapz`j;2-M8*R%`1<()b~J_FlhnBKFrAk5D*eLXyW>DomvAfL2QJYI&`eb%q1 z^@dBXs|0<)@q8Qj<5O5^Ebtri-3+O_KU6yu`l>7gd7*#!Q4sj|c$tg(Q0c{D z`U%7Rubu61EuDX4)0f_>`FiJPljjdF8zaz1Z10!GR5i0_iohT2|Ce#H?~@At zy&((2upUMI`8Bcf?y(j#Xb<`QYeAQBw=MiY|B#+v6@C&<@uKgWVEezF6Vm7R)CBv# zCgv|;$oEY87XyEc+Tj$k52_FJ;(C|;pPiTZ?Y7*1=+3kJ{O9lW?g#eoj^+0HJJWR3 z+^SVPerj3Y`E~q>0WcnHk1*sjkY2+4ykkq9yk|lmHE0jZTRU91edXLNn7=ST$1r_= zz@l~TjNW1Ef5CkVpxjv1vLLKY((@k ztW3B~!umpbvpk=_+XTx)D~{Db|7gE$A+xLY&*;a`FSM=A8=tQ%I=_beBh1gIv~5z# zEK=SI`itiQ7_KLKCk+2bdt>FbL_cAW59%i?&u8>v`>Gqr{#pG1($}`awK1;Mnvg$0 z`ymYHAJBgg277LY!C#?#SvlL^ZY!R5v2Bkn*e8znuk!i6o#%A``tkn^d(r>@YESU! z)p-)|1O3zAF-sjPI%&XsjQN$nPJP`>haQIfFUC&{=d<>xob4Y{Ina;%_?u{CxJ-RC zyqAmi`uF{Q5BK;Q$WNmFGtADn5C-|8Ju^)9Es(h2k>z!9v5YpB3nXO&x7r`EhkT2; zzChBjOmV2pEqI?)JbrI_ovaLp(l#l*Jc|XsbeY-dG?tI^wUjjWWz{;_)#I=amTGYzX>N zA=J39!r}>mbjKyp{o+5de1SlEqL+>0I~nkg3&ivjhWdv8Vpva!<;&_r zypH^k-a2z^t6?zHcY$<`eSva+Mx zAa^cNe)J6|uurjl2;?3dN%{R#be^30f3J74yQwT-Dn|_S4bm?^J3gj+iaO}4*gggF zxxc2D9SQ>Z;&>Ed4q3lb>J0kkAm%?|m@oUc!<5exDE6A(?|iWp@CW~|_+rSal1}r0 zK5U;b=s(g&n0;?epd{_w*vau3+z-IW7KpdeKdATxKN;Y;1==UPrD;*0^}_%ozf};! zeKoW%)$k|E!a4Sk{}9hN0@d`jLscC8IDM++qdw}qFNJ)7czzWS275&NA`I&_alVw7 zCli0!|Cv7{4ElrgshJlf#}$4D|A^yNi$B!YZGA5V=D*aA&fR40l?L%H@|!T5F9m9? z8<#%X_6F#|@u-^#rlb|`1$m3tV*+*SteUctxQ8{8(O^aXrMxR9>@vP47`>_;}P?7suq)*nmD8iuIA<&Ujv1Kp5hG z@%mKIF)QHR@8B~qK9qmQnv}qk$sggog?K+uKp6BN^|jL)quz1)9l(F$_&V*5lid{~ zI=_efBh1#bf==m^jsGNs0DsWF2($N`1f8nWuWra2#^zIoLH^jD#@X%tU8l#wd3gLk zVbF(m<=nnlIg_`>-Ef6lZ&q^tYc!16Hgv2ltdCHh4Dk9`e8Q{0#TrJ>y}$kMwkof9gBLc0bTV^@|6`R!ry&=P8iCo&U2~zS1Qc z_=V%?()sJEBfjOZ{zHB2vOG6w-gHrZO&l)@2($Az472<046}R_!z>@iFz5&N-z9c< z+|qH;ieaq%JvrTP7qx=_!2Y{-9{1cl?Lx7rFju zdA|?bsW%wjGeLT^HkNP93>ydc2@rQ%5~=1pzMju7-BLVDd?T`8K0*8IzB9b0!+<1nvwP~%C!sLzC9J&yG2#7Mo1`C7@_)7kmrokhtgl?Lixr|7g# zY?ex0*dzsTqJg!m8bUFZJStR)JikY7T6 zFx;K&tH%n(+QDC4+5JyJkHS^D12&{fZigP>$1u=~@?zyP>HoU@Bu-4rC@M|U^nRm5Mtzypvf~?UB(3g_+QkAUf-j>RVX%qJ)ryugT5j*=v}<%nYA+PkD)#hX88_*!4#7h&XwAV zZ>WER1B>6d?j8;NMgM6~bx>=9AGTEAB*ERR(_v7^}R8lKa6d!)IKge z2KI&R8&Bv}@1L3t`A2Ne`0^ps5!aGnJ`m?01%%oDF2^o3eiMoKeRd5V5RV~0Oa?`6 zoE4W2??YjGCU(g`X1}n5_<_pZJzk$2I}i4g348Z@RWjZi=+P7FiwR=rANfZZ;s>-3 zR!-kz7O--9uR>sQ;$~&gni3cDXODo8`*|rornDS(T0j{S&YE7>4noKc{kt zcac8Rb$y2G?u>)=GU2m5c3xfn3G^GsXZrB6p0&Jay@dUl&D(hBM8bWb7wIPq^>IEj zi?}&gxiN{|KNAq<@q<}u#KR|xE`j`Tyo7;&*q>Q_-r_AK9btY$do%leaDerb2XKB1 z+c&o#@XO|{Bk+^(nuq=7KivfOg7jF7D}HHZEs%92dMze3+<0ku7Vp9~vP{6-kO z8R`pRzW%e=Gxt<@(S06YT4Wo~Q78(5{b!`l;{0(boBNC4JqB?;M8L2=#e;-_UgV!Z z%gS-?l0lpwg2g*0Z<8_N{!kFL(04DlNBi!gf+L|}P#a;3#2 zo(~rEnb6j%I7N=nXML8vtp9N71FSERUsjtuds{7k0_7OL5{CA0JcMEXLjP-(`DfSK z{8wzhRbX{kt3+a&p~6>I|K#ee(-zHx`4H)~dKR+XrTcO4AK0Jug_F0R7JcXTM;P*R zsBhL!TRxAgngZj){urkFrvk!|e?b2ARgayTIzp6hMtb{(?)M(|r3w5q>QBF&6;7UHB)x;@!1qi)^Yo@0nT?LeFN85mw2v*cw2Fo*dGv9sh4qRhij#AJ;%y3 z@cTLfhVyCsg!z0)80JUhKdVpYZ3Kf>KQkFKyp-(^2nJoy*L1se4(P}6+J;>GknCaz z@t%>G9>Ng6VS9vS*m}!0D$>m(T(loW|3B!HwNUF9&o>Mna7w};GKZaC6AZpJL+g_; z6zU`Y2ETKvd#HH>Fs`2n!+eST4cYbTp40Fiz;Bc%Vb~9$^5VTZ&7q?A%25A?lq@fi zuMvHZ8}(zz6SJzjzjr`B5&eT*_HD;5SKmVWgr7;4&Z-y;@8=^ucCU}DGWsC^|Bdb2 zH9!0`t8H(sLxu#quQ#=Yt3Ti{bmrX8&UFU%lF4`u?hb z{?FrA!Z5#}JXkrsFTm=9J>mF=Wp^+796S@wdm+6H(|Iq!aGNvhB}ZR^`2^`7ex|=_ z)4fMLej1^ea4p{JG>^|mShOxR{P0lW0m*a3;XCX6UsXv;Q-32)RfeQJ9RmDE{UFTO za}3k>Ccy_J3cuVzq=`a>Ax zLHM)Ojv{a{6gS>_XT(FGANzOu;I#6P zt10+v>~Fl0{3gFaM%n^cjQK8Bx4>~4pX@%?fEmBV^a{60Cuz)$gh3B%z3F@9w2vHS_clgSnx+iUDFYx!MUlW9>*WLAcfd55#O{lzlVyf;skPqtbMEU-0w}fB0 zy-l>g*XxZANweU@LFVznmPM(YMU?;&s*Vc9nG@LI@EV11YHj%KooKe@iREcv=m zrt%cb2X5l=6NdP!_rDnS>oC5fau`33m*M*~K9|k

    ?SnK|eA6a@n73x?-v^@N*)z zhZy2R*OVN2f0b!V*sQpD{zkZoqk*i|u zh5q(?65I;xPZWQg#7kaVFxPBxI{s{TQ%IW?Hs}J)z(nsZx-)V;-|AzF_24P(PyqcR_-7ETXd!N_+TalA_5bS55Jm=|LxKi57 zo%3^^?_Le{r=D5nREYK(fdP&V*U^YeZ&1M!XO{y7h%vJlrO7K=lKN-hW%~zni@yT2E!ApSxB%`n|>7cAK37ojQ9U2P%F_dYWX70z5(3-c?EXW`-r$Bf_k@qFXL za2x+=c|Bo&3H4=RWdEGZ-|x8pS-3Llvhu1I&>GGUg!%lkaDT9shs<(Wy00Tx*tj6N zx@EUw7|G9f@QMQ-yH`Sf1LsS^zz@vd5C;B<-**rYX7BAV4D_J?_Z?dQRdvIC(0BCz zgu!2+JusX`{P7L=9JSN?x4bH&2QiO-ea{*s++R0?>xb{PfzwYuUd8>l?<=|7w-1hk zz9GK}bN}k6+xVjY*?9K;k-$&5#r^nqbC~~eJcPmjiSh{2SplE6#7Qz76?us=q1d zm{e*$>_6dryy(}|iSHi9fqYOu0<<9Ws`be5S#{0~%}7Sb(9j^_^o7r&XV@~j5* z3;9hL?5iCH{X+X>^$#)}s9W);`$#!@pHdLGev8vHi7tG;3Ea@3-}a_EpkJt;f!juh zyDwe@82uSx$nPM%feoj}s3@m6+Mu@mqc=L5n(KhhKYYGI4rs1@K}aJ<1^ql*Kt?@`Dj{}iG&wsOe6Lh%1s z9-?iml-N%d`~&_!WQ1emrZoznPdNS%|J4JdPPaih_8+n%wsU&?DENL7$|vNc*{DI! zMDOt zn|GaezEq+6)Pk@PkA`0Bcm(_d(i@(B??K&_KawoJ6MnMo-GJjeVSSAM55H<2(q)h< zj34D4{;=%Djja2y{=)U&k~uopb}x4YexkeyL;R2JFZraJmy%P<*JDd9-sM}5>%`ta z7A!q@_{-pgY-rC(Y_AOOAp0c@`DgU+gh8J$K4IlG#9zXYze0Lh{W9V=!wDqMrNwWK zIkc2Rz61FiFKCie_O}Sbc_5@W(pYZB>n)=Dj`aVD4#k=kOX2-TD*w^NI=sty@Lwp; zNW|b@vHfK-i-tPe&jEQN|CXtSFYZvF3HE^hUv|Sw;Y_^fy)tZnxzd&unrB`D|Ava? zO&I(K@`Et=7v%5qo+tI|RywGBqW%d3zp=mNeFkYZta``yQ*JX^v0=EoPlw)ygFSCUdI*1%@ckEq z{d@k4AwM+bUo2Ni>!T?AKa`sMTMqe1^oLZ=*Xs;-rum!wpT*xRG+cJq?k|V&dWqXx z(X-N2C@sbFVJot{Y6H94a{jLPqqxfS)&!p4Aq@Tq$4eOEVZwzgA5c^m&+JPw?O3`v3yMFrVZ3BZlew2fW;Z{vW+`wezdjmB3w;XLO8) zr@%$@y#nk%dWULWg~ol@pQm!f5TCWf@IE%mZ?&nxfr-YMu>Vci?~}sku+@D1yZX6m zg8K6qh_^7FTiuYYx}(1}_^WnUx(m(kR1W9kvAvj0oA0i$UnuYY|L`=Tca6`1{J^(U zAwPopx8{JF+Li7Pc)mH-biMlWE2TXD89U&|48e>+N;TA8?4%hprgtjUf|6*8Ahqc4LwEsl)!Crf{E3YMeW9{dYy|ViAN!|t!uD+5+JWe^9Ny&5Au6$W765%zmI}FpnqEXr|(Y969Xkx z$^Wb~?cHtoE_q2=Dqol7mQv}m8uS_c4PltC&|j|m`t0E6aDE?I5Z8BQNyD%0F#Czm z=Q9lUi~Of@n2+%PaRat3kC5sB@l!j@^XYMovTYuY5R zUY{+!{+hWXoUg+62*dqT)c^G@9fs}d`xo@tRxCflkUztG>4qg$d)2b4V7$nmcvID9 z+TFGJ`I2~xlEp8)ck}g7{A}U=Z`}(azk~T0!hAks81NCU% z3};jP!Egfck1*I5@-tzgP%|&%JJ=)69|=qU+?#OaE4+V;<4sr@ckXtwXul8VtAyC! zQ4tsI0OR-);v?10pMDPaS*iXnlR>Jp()fIyfEfD2^28kT%l(6MKz>Mn;=^z9X9Bcf ze#i2SKEqC&i5UR@NBTD2=(}%?)Etlxo(E&t5AVYZ2!p+uisiv@K8>GYx_`v#!~LXo z?ZbMw9ftdMD1Z7toIgT(3B&rIaLZM**&9y6_mL29s=j(BEI=0Y1>4*7>2SgPL!Y2M zTJ=c@#%a-yz_iwaLg!vH5le7=z ztNQl_e&TwPVK!eT8Kw_9=&=g+SCO8i1>-9EDmn7@lOAreoS>iazxL{Mo8C@b!Q+!; zwZFj{^LFz2I@w(RiP>v8z8+0>b?p+hVI`j*k^|HCy6=?+dXc`Zh6OjS&G7{NLiuh} zIPLOhb_cM3^atB!+34Fv3BjI(V)<=bwQo`3oJDd6S$)J1|Iq*M1$bRP^c?6xyxnq7 zwq3f(|FB!j$kRE`C0eNe?SXe5-VHSc|Bd>)J@kjV!4?H?i5z7a?s%hw2$LY>04&w7i!Dp-q+x~CDz{s_uY;io5Q}}Ct#S~>)@E3|JoILT2aD#2K0yR?TWN4d#O4O z#zXCWZ4PU5S;+3233eNe?|vsT0LFv#?6&AKO7*Ti&@X-uLa=-GH_ro7qWup1|L**w zOS&bmhxG!kH}_aJo%wx3bYBhspBnMO`+TAm#EZCoNZl+Q*5YLc_JsURees{Cz1uM0 zKh;O9z~Un+hxIm=?|qu~;IjRA&<`9BVOSru!+d>|HsR*L$rhsXAlP5pqrJ~NZDRS1(ify`3UXdc+>0W$NX-71^h$*MVRkLq<=j%cdqtv zuy3rte^BG|__Lz(=cvzw`FfZz%*WUsVThNIzWolf-S*td1%9Fa>|YkBnWXz4tiRCT z?f(|^UB>*SlpEPwhU^fnpBuBme_;I#n-$i!13bBYWlStOIWzM(_a_;i8;yf|%R@XG zE7oU*vq_%`^YbHw;eIfVFT*dcMs4O{_&x^px963_U+MYa@7rO%zmkFFJU_rNy=NxK zs1_(rn7EMBn<+hexO%qe{eIM+%uzX)9gbE)Irg79u5DA^ZzZ^YMCBJBPpepB0_!Q% zhb*P?2Y2j_@O(hlv^`hC12t4kiN37tH-|mfZin_TemP)vzu*4T<@|ohfzs78Yz7_& zd%*Ux`)&)poI4)YhuDAi(BmKbuL*^GB#xIbj2HDa+a)3N`EJqu8>*kas9%p<(fg4o z?`*_;{Ye<|87Tkka-~wcYhU62*niHr$wn%ZKJ)oKC)s+E{KpRPeU*1&`4Q&pDZ)@6 z^@WwQ^W8anWzxP+o&evc!}V+KVTD|iou@!PNMBwz$AI6{C4oPP^HeifpgjLx6h@!lS9|nilK>O%_i+=8GG1IMv_cYLcPK?_BEw!p2*Z&jy zuJ^pXP8a4w)W;J|^2^H00zkj<|0n*t=NUQbBCKa|{3l0xdZ!#a3**D~PK7IVuA6QM z^27Y$sWchaPmgCq`|U9B2kqt5dBdCwf-)X2o%+;oXkFLske@<+ot}6+D)Nd6?0;i_ zryHEZ{a01N`D1L4FpMAhNm%XW|EtgTtIzE9PJR?HK}Lz_J#(-^QmXe+IRAk0IbrY* z$X~)RpAfF?^CH82I?somX_h{=b$KG#5Ay5m*vE;V%)=lbMtFiu@u3s`GG+Atvuh_6 zZ(sBrk=rxwR-8}*?weZ=-dSfyUt@Lvr61N~F6WcsVb(9sHR zL|?Jxn$XY{-}!zDVbCX(Px0}{KS0BvE&(HI;l6wj5V}AM~Vwk^CUoSScT)sRdfXCkqv;6oanL~!( z?Bi4ls6E1}Y<+pjviSWT?K3<+ykxs2p(0=o#7oG3hFwVhgh8K>Uc#V{$X|wcu>NAg z-nvVtfqZbhmnWXTIXGw=j&C% zd_E@(^CQxKb>QF~`-%S7JXkG%dZ*dCvUjCnXd=02~)dOkNgbZ$Hn#0 zwPBH$zG(IUdZ_-ITg&}>-sSP|^(nW9ebCwq@3&+5_2BUHOTKu5e30Jj`|j0_F8Rds zG1oIReHJ_2RC`7BZ%7r^G|l@@k;U6LRxb>b4}S^s5B7gkD|MJ4_B=m7Ls+Vg{K3rw zNw*v{CxQNA{^RDg3yTf9u4dmW7TmlyF{ZP$=JKL4NJZVg5n;q;eh)-EFKg zoj62ve-rsr>HhV$?oB5+Pl5Xfl_h)kkVx0UJsua(dOg%{{MZ8d-r@F%?5kL z^7{@$e-BKS0eX<$`xO(Gel2z8>x&1|$L@b`ZUppT{RfM0HoXog;PgKT8h?F-u?t_X zR;eA?&_`_=OO+sr#^CByuK{HvO;`2CtrE{q5DuPS=@*SxIH+}~FnsjNBJ76tJY)&DhU zf^x+b&^NS~hc;7ZC|_*^exv_qnBCWUILP`^+WBPJa^la!HBMF4^Si=(r1<|wdJ(}} z5(2=VqrN_}nJ?GWwh8hbNYA4=Bg?N^>;e9wJrIWd8v6g2L^Bob9KL_~Si9F-Q`be{ zPq6;u?Y>HRk_X^DQ;Y`)bASKDuzFzR;$~QHbcb<$1kSn3~oeA6JkHDXz{0PJP9pe?kkiTh%LH|+yR1W7gP(CjbeEXCh+Y0)G<0lO3 zH}p5G+=BFvVYdJD;?v?k-d-i#o?ec~lDnGG0nT?Lzg~X56&rSJEYOSb&MT*3XRUjg zbN}^fwt-H0o@jo-`Sn%i2=!FYn?N7Z&u~|2?^VefCA(tL{UGG$>t44r4m?hV?}y>| zURx&jU*h5n@fP;?dO~yOyN3UPJ)?gn4DmL~r$+b5#!aTWid6U=uwXps~dTLki%388&2hfut?vLSlbY7j|P~ul@k@hW?_m9m z{*N#}Klk=TTbs+IGKfEs-*2yesk||xlIvHU-<2hkRXRvNr1tBc#+=($J`m;)96w=L zZz8|nh4$Yq-2RxK&w5u})UnS?XP8fMJcPl2;Qanx#rySgs}nr_eBY^RM3k$Nd{^Qp zVV&a_=Tu!2F5w ztM8-sVTY3|=nIaoLHXhugK5vf{~*1DxxXjO-oW>Z zQJ)%Otddvfr1J4LB!v5x?_3V+4JuE$7^Ux|CU=wg`N={;V)pmBz%S(Qr^`#eO!vxy z`3dFu=~nW0r>aK47*BlG>wVeb#ao{5CJga0l`j|{(Q2B+<@@=Ot>L|vr7&Njzxw=M z*t52iH@|=TCFNpE<&#RVN3{3GKJS)|sgnl&B0Y_1Yx*>QJqPyO9<%&s|h(nD8) zKf(SR8*W;=8rMTSgZA)sK)0JGZ^lAAga7}!%)Zy-+oJdDksn_x8cSTphVlKQZ>vW= z3E6GK`}>yamX=o?1o1Ea|J(cT%cV?3-%raF+dEAQ@)1% zKmY&X40?ZwmDkh$D#Lo@FIju@$$lArNAhF!*?uZvkT>cdD`)oy7-sqQCY8E}Pq%0) zex~s^b$A?6Fzo~I$3#3n!Vq5>w!`B|-mILy2O}WN&l9lrSUmVWaA`$d=6JAg)Ca;K zPvrmijV49Hc?Gb4N%)=GudC{bu-}IE_5G8Q%kR9;Tt9zwC=%|u*d5lJs1HBJr_3!{ z;|TKd5YtN-5;#LfnR8E|E0V(m}VRc>k*{)ze@jun*@;%AE13T%Ma;zbXut5 zm-d+Z)8_sv9ot&QL3=1~!Z3cqhq@S-+si@!IG$$2pbx0Ozq?mI^mu&IqGK~BA!;}1GmfvtR9C_z))3|c9AC@8 z_}S_gVwC@*@wKd)vwxLG8R!$$-#@Xxlb7gwCOF>KaobH=7e{dVTQ^49)GYP^dU1Yb z*p0^5`b2iGcgbtuKbHR)Gk0u&^lRx()c&8x>vc36mc#$CzqY!hRa^r|op_ z?+#M;xP7#J+w~-2PAwnb--p_Fq`HiN{T`GLVXz-;?{D?3hwpRxv3#&lLjHhn;>W`< z9x=a#5^L+74OWWw)5P<)P~uGI^v^n@6^^2PFbwmRc>WSf4#}D5v0n84sF)udQ~V;7 zoRvE0?DnDX{WYT+-RofltQ3`prY!pWMsR>xC+p;QPeFb~vBLBlpYa#GRx>;5W)gKHfd#XGjz1 zzt|rN34^~yc`$sqJ%)H5`+6DYeJIv*!@M_w^GW$kF#t+3=7qoM4 zNWuTb@rjTy)W`oTZknI=EG_};6ZK#5(e@7gRi8pW2KlY{%H{Zz3>!Fqh4d=r)<-U! zGaA01DfUl7rAyYW2gf}Jd&2Q6eIGg8%=0~q=Y+}zuMZ6DcpAow^_6W`RQ2lq2{6`I zez0+M$egpVei5&yg$%op{0X!511o3t&GBBMkLrW}M}1Y%y1YMEbr*~m^-0A!+Ad?u zQg(h+s4^kEB{<<8r&ndhqD~I7p^*O*`$wTlw8^70-@1VQA%6(Nc`c-$Fno^+$ER|j zzjE_$Z!T|@(iQdxem&;)u4>j<#=^K2>3t|6+S$<#G;p&)9OCp^>A5b10*C_T_@>2u$_jiizhcJt;goJ^A*k8w- z?xpT>MerUR`WM1%eJ5nNmd4Yu;-lB9x^nK%I>}ub*0sz>Y5vTGoc%_FW!F@ zcC!1TUOnD~+e4?Q{&MTz%mMyU{Q{Rh2{Dy$pK6_$-cE=?Up)TB@V(aY|6of<>fS< z&M~TYbaS-0{t^a$;dr}rG)lZ<(+2YqVf~*k4*ZzH_Ird~5VQNs!Y-TrYJc3)2l=9X z6XyP;tLDt)4avV?J%jq(b=l>z0p6rb4Ec2c+bq#x8O{i&Ew=OYl66j;1n4g+HF&Qqxlkh&2IA1B$%q%}@)fB|;s|d9U z|C4#O&jS35`1}>eGfCgO6a0R16{^=b`;|SMqbd*V2WpZ-w1Y zT9^HKxgF$z{#8eF>&EHw9w3j2;_(rN_{H*H4E8|v^`9*KF=a8tFDMV4H;=#R>6`=p zBfUL_-_b1|nFIPJzOO1I4DlQ4A7R)(M0pSfeZ}@zeY)?(|4;8_343^69&J+n2;OT! z`S!>OUz)0SOr=(Sp_pF6>W8HL{>7^ECEx#xRWc+WwZp!WQ~t&3VUh#d;Ub9}|6<^W zZ#$e%_DKDMzM=nO_zTAOLPnn(*&kt8UlBiOJSL1Eh(X@OU&OHAgz{(Y)A@DQKCGA8 zm9zZ2P`9}A{=viN$!#V5&~3gHqw{es$RF$L{vH13M`Qw=7e#t{+AXr(`D8H6f2dDA zi+it1(%Q`Ka|#)z^Cb*JJ^|aKa)Qzb)SWD@&Cbj0JKN_ zzT^HDWc&gD*$#96OXWP?(eIl-`tOsqY=26qzwXx5|AxGV{d@F3gh9WNKMd3N?S=aL z4KJ%IZie{?^@A{P-=ORHwm1FCfnJ>74O%1&y6!9;%NR+CzDm$Q_xb_@^A?h5ehT)$G$X5}l7jd7Jcol2Q9Z73M#xPngc*2u%_c z);n7GL4EXZgkgS1d6=A^e|Kw06bKXBH#J>#>9*Pl$p0aKOx+gA{WR#o<0;eN0h^C# zX##!X^K3$fDSyT=oOh-6us++*5}GD07bbm*jUl0<8 z^Qb6)!cZT_%j(m9tk6tugKXv9Q|vuop_$w9fF5=yVSYh~Ld)@4*z;5X7|woch= zx~T_`AI-LYI94}H8rFMMzwGY{;rBTpZ>(>=`-Pe37{g!&;+U+dZZYhUQ!Ky1GZ z=hFBE!!FGFb!`UlV+@ufhVP@IeN#D%59Li5_quXt?wsVeS2tbB_7*9>g|`J#O=O!u#Zgh4(?KVgXH2`BCO zsRj03MfzlQ*mk_}IB!_*qkdR@+hj6JRsr-8`NuHre+wCA>uJKEU)a8N(s~I4k1&uw z;a5M-?prVVJ`dVY-^mHZTF&ob{|Ws8!}R@KVP7BB@}MWueEuQK`PX-e=cH3}ZT>&z z{q-%laK+<+q)a05r(e*^c{e`Efxq+->lb0rFV}Y1UjpMRR-f{>LRO#7$1}|1bt(t> zpgh?BeTjdB*?TI&e!C~Fn>xCH+fTpheF~E0qI{JF(u0_t9~Aa`6<}`Dpa<`J`C&O? zK7K0a{+D4EKM{ufH1fZ{#D~von>9e*sL%ZkmUzqFwuJYZQQrOMealsxI2+=9^tb(e zmP}q~yA%8=%Cmpiv^5Un;2r;~|@&8B?5I^aG6Z z5nKkF0-%%fIA`5@?E(w5qnmGR~Bn17mx??&-ReEL)DdJ*gwSfZLdAof3~U~#)tnO zJmAq%dzlR|pCJDS=Z*L2(kBe`9mg~HkkR+~hx+h%XNbas3&ro(vilOkAtQRb`+sN! z{XzK*Syk##vcJ39Z~DKTT#rN3{#=6hvM^q=GuK}qBXu75h4l$Te@LI5<@O-|ziUAr z$bY+>ZDS`FZv_6}d~bKK%RS}Fku2XWwBK^-Z1|-(Xb<&$*r*-m5emJaKFViUc((E^ z$6Sd2aJ&pBQ-8y@zQ3^~$qn8^NB#~w(K|`ARGa1Bg$&dEM&YoFB}omR2f=ueU&D=O zcL+6>hWlvP{_uWhlv}R*aDO*^kkRJRO(hWT<9LSOlZx0Hm=F8QC?AGh=>H>PpFFpT zv<7})`G~CtItsg#f<24R8wed_Wc^IScY%MwatE^)YhOcraR@AWJGXlR@DKU#uq5dApCxZ0KZx@+VbCv(2OVMuohrQ^15}YqbI;?g&QaK#HAByrH zxl^g@th*0DUfBM~^0M)Nb*8|0k$;3izmflhVZDI*I_mii)zJ(0a)0eO`|;dr`FrfV zkI>Qc)z+_f6Ttr<{~Rl>sU^JG#^(dar(K5(Sv*Jn8Tp6NEzLb$x?F{L^qSb;5r*~F zrgqp9?;8oJ9P)#P|CU3%)$3mj^BKyM>cf1G`bt=4C#`>3dvyPnw?CQmh5eu9N5@EB zsa#Yy9ma#>BMj>u)K9{4ABkUt;d~bIkJaBs@)$ECQ@f<(D%ca+2Vu}Bl-HQg*Wdr1 zvla4VC?AG(NPdL5J&g4_`Ex}lIiLsW8ymB%`|vgo&>z$f!hHQn7{-J09{Wjl>DuL2 z!M~z@jN9ihx6jejP+xq$Oh_2`i~gEn`re4pNnrT**QoK}FHFVqAPn;-w(sQbT{xq> z2iFIugqMnQ2Z+8WkNr8-3bgxt@qzo>=#QMfIrO%BE&84=%9Aj}r#PPRdQ#f`3Zh}W z$glCWuMT$6`vv(O@qVq4FxVr;mxSRw3AV?|$CEw~hW#j%*ZAKudwyJ7%I?<*otHoO zq;|*-xw??QSfZ`r$T z<+4_Po%x_5Vlv^Wec30d1|AXyKX;x|Nxy2Or7pOhN z+&{VO)syPJ`7C^&8UH_Z*!Ht>)o08oAjSI$(eBfKlRw-69GGPRL;?Orrv$q zwkdcFx9_QMGb$QKPK5iO7|#%f`5Ngb%-eHaY&80N;!V)EK4SeK%)T!zWaV@}UFaHp z*||wsi`^d-x~{$db4Hsv^pF1Cb)(KsQ^^D#A23|Y%8&OQn}7Zi?7!joTp#UTVkc({ z_dRj^(}X=L1jF3He$oC2bNeIA*Z?t`K<~PJ{GhNK4TD;=%wOeS18@5f6U=L`|Gj)B} zrSy-6_qWh~X6kRBGdWK5{Uy|I!mu7i`<*G!dhBx`8O|plJu{bi)^+N&8P@yA|C#C0 zDaR_las4F>^Ec{0!*st)I5RV|+5et8jGy|y+15DocM3aiB%Ia3?4J9^A$)$ErK_;) z-5dvYe@!@R%*V|F+dh1~IBW6YLy2$W!T;m@MHuW4^?$a;7gwLTLf{YK83Eou_wn~P zg|qJ`jjs+8eg6#QHT!}6kpjaG;9vE``Z@c9xmCoSYVa?pA9L*VgmX*WA)kZvGfd}c zgmc2yl*w(n%-7ot2atRS1HVz8bCzWO^gQ?r_=opzs&+@gn(pTG44|AXTr ztYA&!C(QSg-48^CX_x#5`AY2Hy;iSk@t5iFy)OJeVfOt$p~ps_`BRD_;XF0QUxY#5 zkv_tZU%>VVv-bmpp4MI`4qB~)?`a{uo`c7f+VAPc_ooQ+`OedAU7u4clVLo_Z_hcY zsjKs>cs||pYfDMh(|q6uuD`r&`o8OMXb@k|5(axi`4fit1Nlc7><#Jln&oD6VwC9p zS1J$6@fgp<^XN`aOsF73pJ`<*&W{Z`*EcDd+1`?>ood zsui@b`?NyuHk&7>{R`y|(*Ng6c3AoT{&BG1USfI)!~Qk4Ki|yVJ9oi&b$ahdI6vZd zr=QalAU;6(&0p6mY~Kw3!k+;myaxb2>u@1_lc_+_cl-u zR1We)`TJZ>-?-CG8R$2{_Me(hxw*}f&rb^_-#e?#3jledzWK_g*kzQ8r+a9y~P(t6pK7~at=fQtq|9(@-vKP$z4fNxDOc?wr z^2={|Np+VnEBGD@j@Pf{QsS1&XSn_NTWPKFtk-7e3x$NCJ(R~HsoAf7m>vXuM*0@H z9lN;p(jEDC62{{3E%LhA(`)rQm@oDJ#jt-u^}X*|6vm6r(_;UN5QF@X--N+GQGdRD zZ`7G@0VFR%yH_n^|CSg$Gp+$TZ)2lp7!CY*(MXcf{(ewYD#Z`Go41MH`Q}Q3m73@rFb_uI)P^ zALbL}Uuf`+Wg9z8kyoa8AoRWejSam-_d#)dp&!icrJH6zJc08CVTc#d-ohk~S)7>E z71~Gsgjrov^~#;e?&}M~HXjdsl&uc)3GzSeLCOZ@B`-n#*gj#9KaQ6$=nK-%%C}K} z;VWvM3~7kv_8gvcZ)eXJ)o@=3#}|I-^`eHJ=h*plVfeL&nnw-RLjO44@JIP`N+*im zCmJP|H(?%66NdMvuzyxw%l`kmcI>eqH^4vPc)}5byimWF^slKOp`;7zYt&bU%ZR?E zy=C`yJo5_rM|zh|-KO(a`2=A6|5En_mC9p#!+bz^VRy-GyLSP9vAv}Y7qd=>W&{7k z_f>?1!N0UCm)lSDvGN4sFJZ0^gymSiI6~9vt+H+|_(PO;gkX5c^-iZi|B-(Y!XOI? z`?=t67l`>s7|zF_e<#fI34|dUKz_1vmLH7p@xIr=F&gZb%416}tnPFV?7Kat^X9^c z&v|)w%tYT`!tq8*Mt!;1!2$Fc{Z(YYL^p{V8?X=5&&aI7InC}zz+Yi}K^XQwkpGbf ztBT7F4{_l~z5ssfQy#I^s zNBuoqKXI@Wj1SviaqC;_g9(%QdS|8a9nT-FTOgl+^;a1*z51;GQ0_6qwp&w7R?b!0 z&+ucVm^OnGV87U2v|^&gnJCfwJE)Hg*OI?sn8h;;=aarizo?k)BYuAx>5qPOuO&=7 zAMR_m$Fr&b)s8WayVmJKd_7#uZ^B^DC@;dGpO~*%9e=xLqP6Jzgt(p|4CT1KA}m`# z^sIjH=HY?ti4eaaKUV*8?ihUW1J=zQBt*|_{-#WFOD=&h+BK@(B%9quieC6{IVO2BoH?d<@ z-CnTifLx_Sl6d?Kf293rhS`2MVV+MQ4E_k^7dv;_)$)t_@ZK2V2&GRcs#n0jA^&3$ z1AXZ4Vher3&aCSR{4>D*36CfFQ#tS(=L?4S(*M`0Cohh>^1t|Z?VupPV}4ISKe0Yx zzCL2*^+ey=z(vP*rY{73qyJbNHd*T7o{ut_B=5Cx1;t11NppX=F1-J(#*YW&?vee) z4fPC+Pp*Ub3)epz-W?lgR^9~mhxv#NUtOk8{wcaoiSmixFvz88fiB!nL4OusnSUp| z&>Y%F{v@ol9Y65mIXM4B_*y{Sd5dR|&&2pP;r*y)CD#JJ9!&T(azb9xDZbyAX!3T$ zsq$m+-oaQgKN+4PVciZp5x=P%@(H*;B@Fh9`jJBlqu#ds<8j_l0pposq8cd`JjFztynQF)h7h>1J}cZLI2Sn2=jdJ*8Lg_z3m)fJXpT9 z)Y;0wz(ppN^l4l7>bmzgqPTu-n=s(^O_Q-yW9l-60 zFy9Yid&k1<4ugAk4Do^XF#g+dT|YubQ5W{-7K-(2$H&aVXZ*m1(9`l-M#tiR{vqZs!yZtVLOK6&(9JDej)$%4jvXzZ@!O@Z|}kld7b4OAU?wKw9dKf1FkQG z{5|@2!Z1E6*NjttR5u3Jo2VaYh=E=zpV-%b@7xqAZ(7f#ExVfX`9=ifYYE3)3?+ zuf~111${+-LKygu<0TC9BaVmRP{RAi8mJ!~YYX;`{yM|u_>1Gu3;`oQ81|?6HY2Lb zOXY{>Azy~)1vBnHPn;N63FlwX-(^ZjRR-@)gm@17&+Hbqd7F!eTrY}e2?PId{Di?j z(EqVMj34=zDfn?ddq5G_-^>vs_I#i9l;@{2Bb554XH|lHs6E6GZ&Lq=<>INmtW^t) zr2@`O;ZIpZJ{}wL0fz^dQAl(w`gyH{IKP2Ecrd{xipL>%>z}MC%ijSI(I} zVSg1I_O!rHLxmo|UWyH!u zeYDTqn@tf`4(FvF5Iwp7mCxQOBLndhwwGt~r(r-*KJWwSAi;Qxl-TP{)*vHM(?ZeKMOKt zxcwiMKB?zr76JX?dXX^CzYvD_632T~5U_Ppmp3q8j0Xt=KhRzY!~O@ZFOJ%GYZ#-s z7Vg`k{EiOu@Dkj+2mOn`|0yI4F~;Q9Dt z_O>INtc@XF#Qq7x{tEv8*i7%H+TvBP9>)CVvCXbY7Z=|H`$zp_ID!2?Q_J??-6q(N z#r6t^@2!3z(-+pqIR4`wd_Eote9ZklVer?ef5*QkuRFig9rgzi7ikS}U9(dP=35i7 zy%Y%=q#S>$!+TRmU(tXjowVbA@l z|LG2EhpG+-`60bU4euxAPn!<+DNz4TjQhB%DXlMi|4VqnEo*kqC9$x6!S)#5Pvbk` z(J1V@W4B5k`JWU1heCQs7C}5g?L~h39{TaG9KDAtJaN=%Wyq-Mu>XPOC!-4etF=Yz zE#%k9RnhjHpQM7nLVgnle}(cq`L!gg_e0TraHQw7-l{J$yIKI_|4+|utn3fqH5Jw$d6O~^TkpolDgbpPXA|r&A_-pu2$lwnBNS)k-&UBVW=AF+70{~+=VVDn59%pyBkN>gd4YZH+pObu5lI(BI=gV{M zTF!y%g@7^MV3_5L&&%#QV!5~$^bOZ@gxULnLc(w!6#32SeEZasqW6W+9LTvYu` z*#)F87rJ^~@1r*w#up^!KVhhk{AcC#K9P{HiYw(W8K(E{SUKd|kRDcEPvd9pv3wL^ zpdabG5OYqUHC~46=S5Zfpo-t)l%5m6E;3H=>mm~T;E z8Qx9fyYkS>%)WzYzt%`BFTx-%)IY+o--Po+$)eHM^+$`&CnLQjK_5rS_x9rJ|B_?Z z(#=mN%9W7+zdAP4Z*$;s_&<)fRIS+N^!6#>kCDHn^HbAiX4P|jy0);{s=T=o#*gh^ zi#Y1>vWFI6)c0#iW4lkPZ-xDSq>nJzd%JQzzp?uCy&vJV^ulNUQJ498@!Ec;$9^eY z6q!C;*B-n{x$_M0*VzAc!)P;~9qv5eaiiD&adqW!H9p_JecvQx32ma%y@W^+k)>oy zv`DmQp-3T#lC6~RiLw-xLJCD9dv@6hA%tW}i#0{)ckVrB=BwZR@BNy2X3m^_&dhxt z$pgo4#_;@)Ft6v{m}cEY+pqxq6Z&Jqz+d!tHv)b*ZEzn1@@cN;bj z@+})N{iTROUvR(9a45wy!hFBRus`WHVc75C__zP77!vlp5BCRmlKh?~7mDifm_HJR z{1EMzwX^-}U8yYN<5#*ve8KhJpFQx#>X&-lzu$j6Wm(OQJM8^kW@U%Uiy|&o13%H; z2($MonU($6d!XUgah~6lwaWe(a&aY$hx{uSe$7hlUj_fC>m%j|VSZjq81{46|3P!O zj@HK@h*yXona2mZovwiYbK?H&QS37-X^m2-e;_{|?Ju#;{4g2l!+i14*HqVW*G9tm zi>`P+hF=lC8D{>P;jhFG!rVS8EY1$L>U0|P7wM_E=Tn)q^BcUs3HkSUZdl-~Zp+#G z#LS-b{BQFFuRox_sP9k4Pt5Sy`x7ue|MX?siaF5HR(qwH&k~f1kE(sJQ!c z3Sb-_?0U*rK_cR@%mq7id!#*168W;C6|f$ z!|*4Hw}iny`u*Du`2gxK>u*Z+2g2|@YMLL%=j(eWpKR82;S%JZD6eOZ9jBB81%W@q zc=F66c;k!ZqW5)S{CRfdbl3yWELcDGe-XL9u9x~4*e?){3Od~N)EU^H;`(0@)}r+i zhW!WiFG|h7Dm@#{Ly*5!12#wIt~UpNhxsvK&?lsyFs~;Q2L2*Hs~qkngmy}T^K2T= z=hm7F=5KhuS@q)AwoETA@K-qh%ORWnpIH8Z`~jaQ%;Vq7xWd!@;(x;K7~5avH+$Mt z+y#Gw`u^%_SmhThUwA(#>eK5kwm16>901=(!2Yj|KIw;7T;}IL3^RQr%-)Y@Mi~Ad zf%FlE{D|Vb5<0 zz#r6K!k|wmk2jA$EAIHM0QG2$UkvNhdfzlO{;==)0OB1zj~M)aJIwW;^=JB2{9;lrJdgDO!eC!W-}|5g%WFK|fq%pGzTf_F$2`FT9zWifb?76E zYWZI~V)*_7_W$r?f!%l8PTZf@YUqAnqVf*(1;?+Qsre=B>{qZqj3zxM7BYGj`u6-!t0NpY&iq;AwTMp!|ipZ zcINqC-HB{3g9)PVq0{(;S-xNQ-b>+j!DC)8t!vw79`eZ&_!%Si*9~fCKAxU52J{2@ z*)XLzJHxyI@(~=bVRqsLN9S>zz6M`kQ~OA5kRQ_1ki0fcJ^c#Q2hg4gbNU*7Htm`_ z_%4t4jm}p?W^A{H=W)KqC6DT&cG>WJukmXCOzEWw^81PZpL(u1CKa+#={422Kh3*# zeYK=J*bnmev+2cNBV>~K`M~E)$FB2+m$UbwntgsSe{=EK#eBZczl^GT$XbBE#r)@s zj=%f_m)<=7eF;9=;g4h;d`|+`|K;YZ6~W)Gf&5UPzpAeu-zD>;TsK<(SDRy2mOXbv zeFgRN>tyQ>>4CCfFUXItwXr%@i(Z!jP7 zhp@5-;qMx|UycfPg#Ot6JydmL>|i(eKO5=~VfkdD_xph+^}}%uJU{zhJ<$K?G0}M> z(n}cRi}9n$;{MDH#Ii+)fzsUcV(4BhgKZk+8AiO$%Rn|K>xG#YGX-SD&&%Q?tcS8I?eiH_LLj57E_J-E;vs}Tnc~2qaYZy-n1HHIj!aRRqn7&_Q_A4Oj zNO@-+@YgsWVc;jOpRf$eAATJiv*Szuxv)O;pTEwPRH^KYg!N$m)}BLJjxVYM|AhXZ zF!)cTpS2s1|6uLRKQT<-V>fFxwbvhEA^N@r^1s!3<95d<4Uq5l7VArE(*5X8#tXnd zqW@^k9kH)Sb1kpuGVDVBq4jFWun|`u!+r_1iPyH~^_#Z88S!;*r@{Ma#PkUy1TvGYgSxLh?Momr+i}vg z2GRc|#rtoDAs?XiVLRmiV*c=UKK`$&o*PytuzH6;Qfcmr6yITxZ;SaYkQ}pp^Zj^F z(5FFSeh_Bo7kS5N7oXhFQImVL1Pw@n$Nk4S!Py^>XokS0Ig8 z?G?#~Fr43r^_RDQZT~#mUkaoT8*ixD^ceiL*uDhPH|8F$U`l;cX4UkhY=4$@6lbY}J{kd3=ueL18E#zXxf3~yV( z^~k=MwR?rd3$P!QFJZ_}QC@^uelB2mI-9>f!@SV;5cp%HR~9j=XA9)UO)Lwr9|ZP> z{E(NAD{_7Q4CuxF@{VCk4n7jVd7Y71K7{|*K7IV{qqkaMy~rPV#E>tD^CN-0$G))b zE*+ph(kp+V_IsU%Ip_n8|9#_Fy{((r_Z0;S33`gJ;Ie=t$zP#)|E!s%i&;HbK$v~s zO`teH;E}(*5#~qxA`Jcl*P}RW+Cm-uo#1bfpNb=Ve>CZjh4Bf8v{>2nlmdC6Ju4!H z_=4+E43{)$@qGpKjuWq+VOM5I7zOX<^=K7&?T1UX1 zkUvU;_B``2c?kA|@>jAvrqEbDAL5BP-xVm?n8}n3N(6m07SB%@){FGAcKZJy?@#xU z1WImlH}6SpR-yfYKxw|N+T~&?&^NSCrKp)U=EtwF{9B-uydbp4nNKX93zVKXZYch0 zCq?@mfpVw3m`;Oa;d$h*^8V#JB6rCG|8V^(N@>gOc5Q(C5$RW1Qu?%6PZgd=dr*nK z+T(em=zW{i|A2RBRpNTU*k4svsyyJzeLg>7xPOK6Pz@+t-#=>##3#gRf)vZ;amS#) zI6oHS99JGQ9E@D{9hUMQO)yumR`8%J`U=unom(_ut4;G?RFUM zqapojztYrJS0zg()AQ;^9h9T&yRq-}3J60z3;hFOxc`Uqshi|xeOPuE>dWGMMxcJZ z^UC16e_6gJP`{;;GOi>UA+ri<0+RmIJ;5XW@ zW_@>W`}<8mKR(}a(7^SpYHq-OEMBbtgyDTQL)&5czqWw2Clmc0r;HxALH!-nzr^>w z1cc$d8{xZTR*F^90Mfy5TSUPUX zNprYgf%?+v%aKj{Vy3bBo}ja2N`d->WcWWm(%V_qWy0WIk70ZquXESou3Pi2!~bEB z|DCUujmYaJdOsQUuh@{YcEUl>M~pXJe)YJ}YS#n&6}D^lv035mtOfSHPRxIXDc=+j zhVgMdgdtwzcns5ig7t^^jrz*QWBRV$zbLoY$~gG{Khmph_2=t+czata8xJw7X9%=! zr95AiZwUV8!G*&rlo#_4CNPoAME#A2!Q(664&|Sg5HK?yU_eb65Eu0a4cBe`W z_3x1s5p`3g1Gldp2P?J(Jq%&{J%Nt$tF)+qI5@9C{_2F)_Fo|oML)u)RCks3Yhe3z zfzG+i87E#J;r6F?OEsfl~1DswLpKw_ZOW!bk9*B?Pe10Y0r@DdzgO(+mzu_JB&8+A`)fh( z9&VYl2-BYFsPf6`k&!n^a%N5F5?_ugBo7D~4+h5ZN8qwCgqwEwQ#;NJ-c|6bPm zL%{Ca2y_v1`gIfbAH4Kzp88zk;sz}Ig8#48-XZ(;DeUqQXW zA0R*bUcOM@O=B3;8^rY%0mHpXK7?UB)EC0=ecyJNy}yz@5Bh@k(l7LT|CR6Ep+15A z`<3;%B;0fa=*RqpF!)=vSHeIK>IY$X9@k@RC0V!jtSOJ*#>*F{=PPvr|Afz*MEoi+ z3+V&;h3hr>Z;S7%Q+izfCNHg%ZX5~b{4$;X%lE#khW#-x zA%gyMZrkrNI>Gn5{Wr#BIQ+T``i%VVA2QfEgh$7I zs=VnqP;BoEXGmdw&#=El-M{US4<2cUPe?@mi$Pz4+Tl9z(C}mPf&PyA7lZwY&x2Sy z?BCkW5B{VbhIo$pO7uZI!+1*=^d0pA&sZ z?{R(94(E3$AHqOC&3Ed1N@ZIkd_M&J?SL;EZD-}lLVlr-;~|E84%f@t>3mzjuojI! zP-fsv#XMi0KMw5ur{P-X>%f1U&wN;Ve3rN9ybO4Elld4;zpj?$uHBeNE&iVOS5gTRQLV_ojI# z%!hcmZCu>=x<;tiqWp$`oqRZO#2vUFgwI=icNFB={YN2Xo9v~{j8yMHAZdFk_k%GNoM zAK-X|dHz1~mO)-kMH8$Cz80;DQkBX^iiEx-Mg*Hc0{I2cQ4jy~J~;Rb#0Ru@!tgxG zhqbeK1lQO4ti4jjzSkfaoe-bDvAz`gyNK6I81x7I3By{XPlS2Bm0`O7A+Q~}PstlD zN0~~Zya@yUeZ}Lm_9GHr?XVB|TWSY>qx>0u(;l<>KATU4)wfuGIzJPPnOfh;dDwlp zpNjk&Q+IKu{CsyfKSTM9?HqdfLWeY7-yM5Xx*+^po2nt{t6fj8hKlUvV2>zoyAex{ zOf(cIH&J}Ivx%O3dHGz}uOq#7V~c_&OkXTV?^_Zu{FXiMJyv0`Z6vSf+NFM1Um5HR z`i}X6-R;Ka4}Z@<{S*0T_g29_cZ3Ag_Yseaj@ zT;Inpyz=l_gcaB$jz2!`_$$@Dn_zy-hbL_I&1^MkRnR8>Oh~@(vaZw`-amu-H_@)R z^|i$Th`*?B6IW@Nn?!ts@sXbs??#^f<8lM;FB5+EzIu$5JJ_H2d`d78F}G*Jpnu3u z!YaKrJq#kPOsu*8 zpX%7x+qNi==etu2M|ryZ(1Y_Ve17_Ly;+%=qVG*2eS~?uonAcep7RkoeqKQsSI_hk`2P~MBZmAM>2sF6 zRxx2i9E^wh?c7ys;L=r5;6IR`&i+yAH@=?%dE@g8)BRV0bCO+irx|8IFSY01jh*Qi zslfQ_eAT|TM#F;J|4b?G`%OFgK>S2`&s1OOVB>rV_CGk^%&?UwY->J&yq*<`3Kk^>35Ut%3S4(&y%UzsM)MBiJkEgM>l9aentX5}rCcieNv1 z^SLkTWSu##5%@>#AuX%C&ffxlQ~Sz&)}F7lK)%Qy_stJ9&7*SU%1IyG_r8!$w33v6 zPx?AL!o2^W>H+XP>hJ8=!q}}o5x@_OUxY#5aeTsjKRKswiS5W++qu7;6X||@$*fOM zpF(~ThV>Cn*b;tCe+rC;`-?e)ehG|^^UwKKwEbC|5y&6&**QNd zOoi6hf&bKwnD1w(9pV+*gXdTY>*W z`4R^H;qzWIlxE~h^7rcr7!IWMd#&yAW6Ad(z<(R@c;5RT_q02{82E?dc^?a0+Hw6{ zI1fSn^S-Qq@{@1@jE~sIWsOhks8rBjT(3`2pLZU$5|AI@`h2b)`aDNd^nZQA*M&3E z)V{;}{*gYPR_oCfmpj1s0ulR4mbe5SQ+7oX49LSxSBN!pOFyNc;$ zIEU(Kgdv`wd{BMt!u=#0xe>Oj2*#F{seMgx-h%l0c`+I~#UGnD^o`w4% zXg|J$nf^1(@|F3krKhy%z%e7y=Qqiqr0S-)*+ZjIHCLzKr%ynDf_vyxGJzhIur+XJ`ed3t~VfXe((~V&9ML6 zA?6>$EZzjJKQySf;TFE12|VDk{++xlyN@DRkljtM)%7RvALYHEvSMDZZu6iXfp}qn zy#G#*L69FH{}(PyJNtWN67V1SwJ^l7_N9b0=rhu@@TQW+mVichp9S^5-E*hqC?U_! zgNhUyLld0f|4`!lHUh%1f5Yb)-cIrhIxSzUYLm$GjiA!fHc^5f!)7TwG=z3jvHmf=KpHRiDn6H7~Ab-U5hxU3F&?wvm^2harPDu%pJKYoX1)mQauJG2V;5M)K zgq=6c{5wp8j~`Z>W|^rgqduJV|1#8ORGJX}e~-^EwUWQGHq8_Me}(fA26-S})@iij zx4?2Z|3bW6O)$aF$s6no{m1fWW8B9jd-C`h?%cz8ox=vu4<|9d2m}8xUmy(p!tn_6 ze1P?5`Am4!a?dxl^WeM_^*Q`rykiIV0;tFI#_2^<2}qz{Xc%bH0t?M zh;JzW75S_0j~V^H`$>d(zPjR3cbA(hCW3#!^$~{okpC+_&KMGFVgmUG(!Zj?qGvCk zB5t1%_m*Fk_E@(Ub~FpP)vvHr}TF#L)5Lm19;Q6D0YkBu6YzXsmti2A$A z`^Gz;3ekQV{Rd$Q<_}i+`F-gTyad*Z&#yXn@?^R5QK`PvzAdsMY>K-A{W;J?EE#hgFX&i5}--*kIDxE}!j zSNe?o34bK{M@v~(KR>imB|sAM5r#kF{YwGE?0htOxcSd-*{{JKP#)3q2YH3+z5{=b z{Egn=;}yJF8}e85CxpQs(4R!_KiN4#e~jcz_B>*E9|(>2;@aDgtB=9|;{GZ6^K#`2 z%T#!Mb4{7w@@^X~x&6j;xxZZQ+Yg?>#moehu{r(@}egf*#x@U?ux{Fr8_Y4Ww)~LkF`~?5! zE|%{)#6Ta`I|ze4Vm`7yxZi`Ps&644ApINSuHO~ZErIV1qkeA4??0fjuLtNiuAeaY zE3|*YJU$bK`;SP^h7#FpvidS`Ujz618}1!d{4OhcpAoiiv>!UL{OVm85Ba~*>qW2C zb2P!fQ~R$F`wue3uwJA;R^9lp#@;=^KRll#4EB%o#%iWcUUy~>&%a_1Z#OyqR&?Hp z_8GTBUZuZj8ps#@0bw3L2=n+6_wcz@K+%4{=&uRG^SBnBQ02WEGNW_)s6d z*M#fYlpYf^qvkZvUpM8Bb~f&@mivcI7}ZTWUukv z<{#a!+fUkw_!mFS#i+>L1=frG<3~JlH-6g)_K)X_ghBsNe(_i5W#2tl3H+!2h#@~i z{Y+T**ZppF9gn{W`BCEo7TSY8q5UTOEKW?(2?P7Y`qyS@qZ^fz(!sxBJlm}Nuv=o* zBYvM`vwLk`Z(Y&<@ll?e<749zr;daC1nYx@c|DXc$Q$ERqFQ5N_Z^QRe?s~acgIck zo2&-!Lqq;1R(N&r{$0WMe}rMZ?b^Zrw8Q-TJ@Hp;de^Rp`1!{cgYEu5TekxLu>Y2R zGwhY79EShbpgwJxUotCwl<58ISf3!w>oHpvCjERfM*{R6>EE(3`s8lO_wc?Ge12=k z!gq)5yt%*LYV3HZ)}l-X-m@jP->r57cbxlB0rv&aUJ1i^Xs_E;Og`@kj|YBY|7}|b z*b8-E@bkxQTi>tP5R=FI|JSeCTrReR=M(=0_Z}KOeX?SIdj7wRQnSv-dvbmF?~rZh zE!`%Ae39NH)!ycPj=2HG{5@$&=Qc@AN8k_YPtui|^Rh3jcs(SkT(G)2rv&QZsBeUM zy?`+2H`1T*e0z8){RMdH?>P{Ao;NV^nYx@p3R-C zG-NAyK9VLUvEMQ<2G)c0?~NR_!^1?#>-qcU%pE*i%GzB?{+Z?; z2PRr5sIz)@rsu}^0aHca3&!~}<{&suv{U-3&#z8wEI1;_wPpx{tn06-?X*#&0aaEU*P;%X46OM z7_Z>|GHd&;wR@MR!~PKUDJ$jP>T8w{*!SZES>HFm+M=T&!_Kd>np(pRM`*+PF#kOe zoaVn&%LMd&o0y-3VLvbU7sL1N^bju!9r5|_ACM37_W)wp&)|9woOZM+@H)ct*8_E? zNgn+k!+h9&aQEtE;SyDfinN|X=1IQQv%7-6U_3gsu5ic<|3&cr4CGgi!uW@FS3=?Z z0O!jwu14=a7IKXjEDB0gP7mvI9zjFK{vmE>wj*CSL>pWitfkY_=I`> zma9KtyhFiKh?mrUOd;Tsv=ihbIA3nlsYWT)+X}7}F9-wwuz#NAQ-jlc??HcDUtX#C zN6R1UV11|$gn?f;Uf%O#C2JPPD!-%Wk7#QB91tc1dNCdmhWr}&eZ*q;(A=y0;eO*3 zv3v?m;A|*AVPrj51YB#8}@@J|6`vbJbsuj zVBaef)~L7pw>MA-_TY&xo)xUOy;U=yRd9 zW)#R9K$zV>;+4&M- zejac_sppIb)AmblCVzBdvUW{|wLS0;_kV;ze#lS4u-`yj=(a{N{gUW=45 z4`0B31@TFR!CfcW&4zZ&p9!dot92aK6*`SJ?OMzZ>#zbFsb2z7+3is@zzyp6d%?e!g1# z>e>3CHAkTyNc|CmJkdUizf7)vo0J6iG4cK%VOSsLdxRmsL4U#e)Bl?VXB4!z1zdOs z@;Ug^Jo#>cy$_SNg&Iv3zS=DUP>K1~?-h5Wr>?yE5G z$wIDQ7bZw%4V&i0@5@~{^kjiUnmYJPTOp6d?&2kn7j_J2LXyq#Iy5i?LX4;wnejauuR#~n? zWge^-^9{maU#Oo~?tk?ex<(%CAMN|f?>8O47Il|#rTMR#v^W^LyTN%e(sR{%wW~?2 zB;<#L!}U5UT5be;L;hY(G+8|`@BqjQ$G`e&%CoG;R?v?9ujTKmc;|8w&V#XD#c&$= z2g2|^LewY1z%P2fs`0}r)fTC(wBGBlJYwY}g~`0|(%KBGPlywnVvklqReX z^PQU>QCf@hqTzlO@`K?=B=4K?UxJ;ycR)Uj_HeVh_oBONdVqXz{9Ci9udQF|2pG>_ z2*Y_R`Xj<1zxFtX{3&}ri{@j`H~hcx*?q`TxxVL|2Av0cLVlHY34Ss8?nT&t5$>h> zCeKS`KSJ z3;PkYuiJ=WzIN?Ae%{_Pu-_Jqe11NDMuD;EG-g=o{Me-7Z6hEpe2RD{qfse&i=>XZNY@ z#%OumkCKP=;`;7pJj&WL`3CR<^8v#AJb^IR7uL@5XToy!q@RR&{JUrLpnG7o==-2J z-#vkC+^TbnrEQ7d_bfL2=hd?e_UC5ectRNRX{>h>=J^6^r|;be?oAouHYM{n_qb_pK4vyan z@c`$m&|Pz~|AQ|efAj|x!%uvviTuX>VTIR>%;R}~VZTu)<~L#3A7g$%80H(?uKfY& z2Ya5~S7*;pC3;!=Y~mlo?EfVd6^nW%&#U0|_=?ZzuRdiwh53;F$3u1hGY;PY^dkL) zLB8$UK|Uzo$CDOb%_(z*|8pU|g!%an!>qpX*lFy-U+2Gqe$jZ%#m;3tlOUd9e0cox z?TMlS(f_~DUq3N9x%_fwKPgs!coKE?dqk-t+&4%4czSm8m$^0#KriYmVW1D~lQ55e zPcK(hsrG^YN7DR+`F^f)>+UZ_YvX}_9KZ5}wAb9>YvBDdsISlD>a!Yei@tx6=hUt4^g6Dk?T-j$o9rOkL4Pnmj=f94RNSGv)XYXft zad=WxOSU}EPhR}GP+vWBmjcVDt7N0n5<1TY`#}B@27aLa66X8is*u#}-5Wl_dH5jl zdI-bw=uZg)|LFPs7pivJZQ}B)DlciAzSA1?8RvWHWY;+`T^8EUipL`i`Jmyy82n%F zb~u~r`P3im6ZL^G*eC8M*!ZsPG5nt!^^vtR|Mc?6#cdy+O@MfT{+r<}@;9%NQg2@> zy$bw6`d_734p#qk3D&DGrjIb}&oSN;hW$vlf7{jQ{Y(P(Jlnsp=UKg*J(m z#r&bB%2#jZFbS1poY*H&)I34wTq^VfPGxijAKHP|<{*ZNjSg#PUf&!c~ZHL+a!|NnoKL{No zx<7;T*WE8L{_58i@+Fi{-J4yJ3Qhm>=k*;IY z{PVk$`zG=I2Vw3%>sO^7zch3ruV2=``&~5Q;}VDm$e;T6_I6LT)+#c8&u|dwcYV{z zmMh<;0{>C}8n&6A*t#`D;Q{%dhO_lwC%UZS@4INYy`lNqOjmy2zftbBjs3#iT;ChN zAG%Pk^bzy{?WeJISVNB^-yz;1{-ltyZCJNx;2+ZWsmqs%9>QNd{(ahD7+$%g7mxR! z&p%sK=atX%uaPd&GH{kmE<(IqNw6I5T9~kK)tYAd=tD@TAirV*3pTzOLYASto zSicPH4fTOA)Z;K-5$615{ptJD0>WUwNIz?5{QJ87^w$pEMei>~`Fw3Ee(d+3iDDzs z^DR6hBJrss?8kBbZyN$WFWNpvh2^K;;-_BtdA$|BH;UsE=KoLpmX)#fPTqFlAFlVi z>87o5mS6e#Nz>m!8r5?z!+k4kXPDhD{NWP+ajAtPuMhoL=(T>Xk^=At`AZn$C)&r4 z6ZxMPJ-r0{Kz~FSZe&H3@w^r-NWslwR zpx%e{5C-~jzSes_N7s#53Go%@`<-!o<-DJ}AYR~l|0t*19lI_G`iAuW5uEihTD~9Z z!}$E);;CIy^F{;z^~L&382V#A#W1tSwoX$|>G$0S^ks|t6IR_#`4Gbfl&>x;g>66(S_qt`o9%vWahfvni@IaQ`Jg`TcUp8UclgXE-vHL;p?q1@34=L00uSbdjark_Ij z-k-i_Ty&I)C;H`Gcg=3Tl?L|-kza&WO=v!Ouc;~4T7{r*VtW+IFTB67tyuJaKa`h( zy2p?qoq`~~h|gn$3R%-MqB=#weIS$%!*stzs5qtI<&R~-aNkp0Utt)OU2IQ6#RED{ z_Gynne%50C5QcoH_rDnSuShSoL%eT?Sv`Y~NA-B2lHw`5<R(l~|KzmfScRl5JL6!M4q4F8)>5=Ph$QzQrGEC>CLX{5DqlU+b-baP{ zpkj9V{L&m7SU=KB80-Q0tE$u`d-tz5V6Uj}sv7%NPw8C^^HF>4jhuIGRkBsYf7PG< zvb**dg8kw6YI;gp#YLj`JK^(c6Ak?pek6cCi0gGiHHWUH560ex_)G0G<{fknJk8F- zglgXA9o2NA;65{rcTys()*%?^LweN^!+kfDKVjH^QvZv&_Y=2?>aEm%Z>+Y*wo0G} z?O8p{ca!X}<={_{zv|1<^CNfZaDSm*d?~Z;nhMN^;}Hh_5-wXe%&pN3#-A_N2X(~2 zAGB}65D$@FhUq?^P-FMh`rw12`|e1e#%EKFQiB?(hhl%iEZz$>O}E8Od9e{V&6Tq>mlHCEV%}Gz|EM@?iS>~%yg#(hzZm?p!M_;dk2s$bQh)IOs85}{m0tLe-cv@2 z=;<=it9N>=6z~t*yLc~Jka;Tz^q=rKizXDToCR*>0E<7@X!a<^++$M#D?ZQrCX3NPhYKFKh=uM+*Ec1Fhl zxf#W9z9Y_Og@nPsqP=M!58Au-+9y>5NnJ5N2m`;-Kd^Q>?-XhmhUGflv0(KShIxKK z?cgs_|Fj>pdUg!D3ge0E9YTiRV7|vOy)T609HPIg?1rCbrfSJMW4>3$s_4#mT@OP-M-KI&+PVBaj)mMbwR(^C?@S+;-C*%0t zt)|FDm$g8AdLyQvFzgrH|HUAGn}0E!_aZ;2KjeGuF!+P^{t1a3mY@3Dkd`O>gWhhl~b)g7KxNYGXV zMVC|eEj8Hrv{3h6c#lh0s$jo^^y;a~n7pXI4*D@gJU?OZp6K883}(OY*`x#h8|6b7 z_>1z;8=*EPX~_(Tmq?%9=Z~Ic^}+0Yh(djtNvF(yrGvg;e|`HOU8jW~;rgyW>-!^v zyK1anF4TA5=o38QE6+dliw2JIzA&Ag7YZ3pCI4XP-K2Ws?iZ-XxQXd!IF$BphM{k_ zs^qSK{1N48xHff{Sw;bIaF_p1^;?&k8NaE`Q4IZwigx zbS?fHp9Jf{_I~Q06|5^K0{@Vo{Sr3XnmSv7Kg9V6!+0ofV`Fuif|WK2XNx2OIpw?c|%odW&G_Ws^~m9BLP z0{uq$5(fW*^Y!1BtWnf759EdXAk6)NnQ@=kJ1^G2eG!a@W)mkp>+qxi^bz};eK`?X z*DVC-F%-*>FuT7ZBnA{}d{5qeU(WeEKrprY!Nk`RRWu%9kSF>B!ZO-K?*Qk`8xyLZgS>G4 z0}g0j4V5ZVai{qQ_D_jD>ob78&qzoZ;t7s7Fy!{fh6kI#p4wxke*^2M4cASohWn9y z#Qb2G-Ulfp4EBcWW0>w+@phI^u=ZS{*Sz=J_X8>?LVXMAH$P`_Y^Bq0;0NXhgxUQb z;UJf%hDQeO0e^+`4q9qq}EX!`@TfcR~&zeafu9$@$=QfCs+HwU}?+ASHoZ@_`Jy>rHnpl!JOT+K0te$EQC= zh`tAn^jXxDN7ui-3i&(Yp;mjg2UKQ3{($2R9l6VSRDK=UFVa8M#@J+4l&#!r!j=+> z_rCZ^fxY2+ERAAT`Ge z68$!X%;ozRtJS4Xw%U(^d@M?=?}VkMNz7=6%V|AU>xK;T$x?;yHzEC2+aHH*oENCP zis)z9ov`)9k&pE!yoY=p=_d^Q#OJMD|7-bsLrr}Ojc*;@FxlA1ipK-%^X8FDm*j)I z^u_d8mvo-AuWAad-N+X7C5duaWc0&Wv7oRgK>FDTet1%-g;W4a-#zzeC z1lKci^W}l(<3i#8c$lvchViJqB=hpMK^x^*ycl_7aQB$~ZQQdJ)7&8s@3F8rA zsDI;pgn2w>{aO68@m#v+yr4hu2lIWx@V*_K-{y4akf|MeE1vj&IF;5nDlq)Uz=`HE zY<+~eJ`;xe8S-G4Dk#56NdU2>WAIL8Fy|B zumXRB^Nlk)zvau>hmbELf5$n$FCMx~lnrvHlx#}{5KY4eK#eq+3z&?U%X=78zoU&Z$wgoHsq+F{6# zkYCiUm`C=-o~Q47vFBlbi}I&-;0E$z!mJ&~8?=mpUc$4dRDF2c6X-!a@$IRtLl+A< z|LtuY+;voL^ZeF+#fYm1=I;RhV1N6<#K%Kt&IkKP|7G9u>EZ+*Z}1PO9}a^a|1o$e z`d%;gcPRJRRG5$m_peZ1lQt|GE_+b4-^2csj<#xPLi=&;Ner$GLO;{Jp|e>(k(A)i3{Sv!kQj#0k-qE`ol zu#kSoJlnUoPHp7%CdX4!Ij>$MDzJLNWQ7L?f4BZ&?^_g39JPfog41+6#64S zr&?aMJl^p)@DJxB4El)tn>sehslseJ$bYnWe8SL<`7dkNBK;-|`ib+i{>&duEziqa zJnsO=kJ=w*UG+6N2l*$>hggBmTZPlqKZmV-rz}hNorKdghFl!6cp&I^KQTRoA^!IH z7el^@@@4Ha$X*Ha^AdHqmU1^VEZK@eIdLUF_~q1^mN!HSKK6hr8D| z@qBFh7Tbbecf7d&Aq@J1=LZZgq5OjN_b2)Y!+mVz59?3&MTM+CI}c+0=M#O?GrP{+ zcC#4t8}qU0rzWf2))@=@LjOltT8H>O{b$E{X$j?!U!i_D&ADsYcEcaOe}nRHS~`4* z+@qZk4+y9B>AxvN5%dq~b4nf3Jn;Qt`E1gs8C65e{;Y8aeM0^@PmorAJR%v z3};Eq`xk@1pVkhW;`b1Qtp5_KFA`Rv_eHUGz8|M{s5jF5UaB?@ic;`@XI$UR5xvJw z9Fz+3!1h^@MQUHdE^+&ul~x>Fxx<~^zZJSnIe5Wj^)HCu1H|+Z27ihEfwi;!Eo-Om zC9vmVbvU1kYxsF@{k6Ov<0{ib*>Cn#@Zac9TnEhEms6h!`j7Fz)qizn%Pe)UXMEnx z_;%Yc|J!{3;3j&(7SEp#t=(0P>OVDRTiA7SW^`%%JN|5$&v-*InI zy>(~kbBKp%pR=9bkB%BQ4D=K84Z^^$_U-I^b$067zXd7&VDIAlp+ds&Jo+QTa6cLC zlQ7sj@|UnoJn8T31EXJO6!81Q!r8BXHWgPK0)C->dzk#$-pS=5%x55$zlV*kl5?Lf zVE@$aAeVgQTruz)`R}pUbJd_ZPk^7;K1W9H@S@40`_L$lIXy3~GA_9b^%2>N`&^PM8e}6?%-&gGa zS;D!5*?Ich7q2Q7?EVDzQ80g*Cvm^`sPWoxo{9cxURw6(N{hcxkHqojU9|1$9Xv!y zkMwKap92@?d-LxZ2)+J}k_&h`4DXx|3L`57(LvU7L;G7r*SR?>;}TbN%wW zHs-zFqHu^GXb*&WeZlWzSzT(C4Ub2D^$&jy)l`LeiTO2Q$p5e&M_4(6@(aS?-_ifD z=jnZvLVxof4;H>FhVwh5-+yU&^NRUTKwr>){F}W)-;WY~e-rr?VEVGpai_UJANCIj zD<5MctO0s(e!{>H)EC0sz5`M&97rn`eNT|uZ&mdb{1?yn#{qVcbU}N?5j;T3dU%0*nCYMxy z4&>k06Ee*9rweXr_St;+C&csNVt+;$=*RIFyx4Q!Wl9Ig2aq2Neof6^dAkPuJ?h^= zDXp3E+lxUys1Jmpe>)8R0p+t$Fs3<1Tl79h9B<*gi^8*`ME`F^el3g+?=vPV2HMTV z^ejAH>*4+I67U=SBVmPsY<_H4=tuUpup!mk&dVM8BmF_ntKtH*H^Tc2`iRFP4ErDC z4{Lu-&j+nkaQ_=_4Eh+3{Rz9`|5b#neJ<%|P;|$T+u@?`y`#Mc#g7>0o0kaw1=mX$ z+fl9U&g$c#9MMj%vL#UVRYJ zM_B1QYrnK2&-UI6SRc|KB4_A&ODh)q3yv4kdG2oui41rjD(XW>Ps_I{U9>>n7>^0V z|3lEeLiEla)Zf_`^auSZ!_5DMSbwPMZxGMx{UOm)UACI91^b}q^SUOqEsX;G!2CG` zF~nn}Z^@;P?{AM;0s4gWh0c}M=``?(yb19mG}3X#!`MXdr&xapO`cG_WyB_~kD)i@ z;yc#QhWin?9)_7e4%?NV5n*)~`Xl{eA6ymdhaH0XQQwx1T^*w9UCY-`80-Q0&Dz<1 zcIozvBfGEs2jfxu!I{eU2OWWUi0fT?!NJz_s}$VNK>taYuXpLyoyAY;7J~iZ{L4n{ zO|=W`Dyu{KxGchV(Aq(H%5RAu%YCHY40|yX{2i{JFl6I6|MF#T1gV#gD<%^T*Bd|j z#`%7{ULU^Hw{Uut2GE1~S$OJ{m?sgZ6;BZV8Qx3tuXt;>{a39z)Dux2D}HyF|9ejr z*S`qOZMEJ-A0Xer`6K2>HtTI)4)%%ucIAv2n&C}B?EblMWlXhRMVt}$mn*ky@ky-a z-*XnOyyw$4So#$35ABcPCB)B_k2{b5_HilSk4DbeS9ay=2#^=fA9?$JpnX{%$iL9v ztkO+hHs77Uk6yUSO8SPO^E=Qll*ek*N9$8Iy2AZ;?9Z?l$z%1w0R>w!Mc+%I_T!De zU;e$$^Yzu$j$b66=Rz_>?T9&jtKW

    ~>J}ej`1xe_)v9uY`I0j~cY9n`Y#1RXwtg zD338i^si3=e}?>zicfZPR$2t>L-{dG@6!+x26-U=qMizNcU(LJ{0HH>o&8M8HGyAP zABaK>@e%cvVYc6AnAKMa^LkFS&G{UO>{j-EH(~VpqiXquUi^F@dP~s48EaKxeQ4j& zJMX9&!|sRGccUwP%w*^2a(}p{=U_uc{W-8+l;@g@^5*-8zlZ!4{d3GL-4Zv?B;G$J zeC?=_7S6ZU;^3}m$=&??VXb@6 z3dunJe{|uxSP!T3?}`*Xh`;NSr7cF-gu#9Q>$`+uJ?QV&cYN6}wr?2l1M|7{u_j%- z7IfhLV?%F;jp@HS!~96^MoGDq-+h)Vg%FM%`MmSH+qLrEM1Smm^1nU5B!PaSy~UoD z-?_qYIsD%Q*B4vaRy?)d1^hMU>v6N%x}EHy&;E}hjC1QTM!9tm(1-VVm+euncA2K~bI#FrR<${+WV`y;~eJxa8f_#cyR4z0h#>lXds`NVO6K~&Ka`Wu>ie|v5j|{W( zt;9hG;;+?51OKs|u=>&V7|x4uz0?l$VSHfy+4(@?g$N^sXMJah|UF0ZZH)}G@HHiA7My<2@U%G0EzBsNLciS>hFd&w*9@HDvb2|wXB zbNjZ+++6n!VsUu?-vj>E{4^Bn)6VF9*X%;PfIq13g!%leJ&^dbbHm^VZ}ZOZe1b5yf7VX_2NDwI^}n4> z>xUKJyrszMtGguhrwNY^Xb&nE+^e4?B)6R-o2eqmgG1B{YW3fET7qX zT_RMagDU6;w(m2#EUP-AX!hP1i zZE`&%VST9I`__34ywhU2a%$ui|_e zA%jcPgACxl1;*cuKQ_`G*Cxux(0(^l+kTf$P&&|${3Q(j3FVPFDPeCxoGHi;?LRYP zLycvNIrwYj=l%|hj)e7%gm&cD{=5@=x=Koee(H(WLm1?Z^sshz-b)ztjmG;4jjjeRHn+>FkBD|D*P2{xd$mu?2rOP`sXO#5`XlEW_gU0a+{Isgk*n zpW%21dhYg={i*=x1L%(k!}}GG{sUo>|AoHFg!_Q#9}c{DwC#oRK^PzBKd5T@qFTv@ zp9d2L{cqRK=R4S6PQ^vB6!ImUpJ8^N_26i$snP!LV1DH1!K#ntVZ~kG{w4N5)b;-I zFA8fR|Hkz)%=Yhu71({FLoqIrAA5EH{-VC*bROML+CT{TCCW3$!?Wy9^E|-lA9FVE z3EI0O3;ZAI_hDVB&W_W=3%r z>s^xc2EchEj-RXAY$!RzgZop4>H8PL+@*;t^)?!UG*F*&S02kO`02>?C-;S2K=pAC zu3xz=hJmHD0{?;jfG|J*K5BdYMPs*6Df-@y z@Yus5jY)MiFh2G_R$IQOd)!#iZ`?2CcfWTv?cQk~PxGh!C$zer2Jc5ic@yUR&5vuS z9I7%*UWwWZ%nA~{r{#jb!~TS!ev9j6?d-lnK|-MXx#acWuTWkE``2#lp6L(gRp@^U z_NOUW825qriTXj9>sLXJWoqVjIlw4ShMB)TuI|5HbE!4d4{^NX$@|My*H7X8{`jj1 z3Arw^aNiB>fnjU$~0TcYoU z4iVcgVYp9#`2u0^qwo!Re+w&O|T)?S4F_n~|Wx5)Uv@qf(YYhm&BQ#k@@>2Aay z!XRJd=gF~#KH0vPKz|6YzE_a#lg`hJPbRPas#~xS^cnYS472+y3phQ|8-actzew|aucHm}a6WDdmmKx}q3w2?|Hva5(TDQTgkeJ`O+L<=dcl#-BkDk7DXB$Y~wC{gdZ_netu z-uvJ8GxN-xIs2TM`#k7>8D{4p3^V_9$>hEJq?LQ1en{gxTv{PmItBC{_4m?>1Oth( zsUTm%SN!f>zuO)33)g??mdy4yTkAky5nuLDoL8$hK#JA#F9%E>eW$e-?|*sac9px< z-yvS%ecj6|&-(;^TLAtK?K7*xr0nTKl;OM=>B$<_GR{589_$6zlNIsd(32OkT)tTw z7qrv}%;9d9nlRsAU2!jY z_V@;Wf8KyAJ2Jndmnnk$alWf2og&|E*a!SK67!#7ww|j_b}3QW*T5dAe^En!#k3&E z50GEk)(-c&KIj4bMtjeGW8Jmx?p(MJgZ53B=bwamy`N$FUe6y|mshweZAIg9{ z?>k|oGXr3~_&i}=Z_JBWYSz?zl#fRk{6F>IyziTvgXlaG`JH!2#%)l+M34{iJMV5g zjUub#uzuW6<#!pgG;REU=kQi~U^i*EoNH zpnLM^(koD(!1XcA?rRmiII!^d$3Pel{ZqmB%enJ6e1&`w*H4(oubWG@5B%8Y82D4% z4-*D{qkm@YEZ@8(eZX}33RTX(TjwTgj_n=;{6+n_t!xqYsqY!chmpUx_l&jaHctTh zgZ#aHw5ZB7{WHW5T+f~H=I|=Sm0({Oe+cvQSi)SMcMiD33eu86-}{RBM;Pcq{xQtX zyIFr$|GTR^Kqpw=neSiks@C?bY|MxKFRq_q7BBAVwomA)X9V#Z>AU+Y(L;Hx=zY@2 z|9b|PeoNHrz%X`E<$~qQoIzjk|9kgtZ^}6A91i-rRZKr&xXNCe+Y-&FyH#N0_Y=rseG+vekAA{;zHHOe>bO%0REu9 z7RE+gRU178#zX!WX3P!^821SFcetLy+zCruYrFFMI)u4@EQ&LK{rJUg&_~o?!azUr zpD_4O9RGpt&TF-wdw_kRKYtK0#eROkI&QxYb`6)a(lO%aaSsv=u6x~e=k?MDXN%*) zoWFs8H5Bvb!CU>4Lp$d{Jj3}IX6KKDA)lf7sXyD_JY3$*&Dq2b>=W(lVfnf6tkUK1 ze=_9H!w=Vt=Y~W;{6PD86fyH*uIo@ZA0vEsQRbDqV}SoSesN;s*Ml*t{QpnI_s^X2 z8@>qct788Wh3hkfeT{(MSRX5~3w|ph_y+op@+o;%RG@#eN?w!f^Rd#jdC$*!0R3oB zgke99{3FcoLoi%R^bm&sr{egJo0Yn*nROfX7wC@&1OJh}QdiULWfxUJUU=V?;Yq}g z(%HufdVd{X(%_U{w<{-;bb$!L$@C)dxiBNrYXHO+_pEY`=% zY94#2<_?4U7uw5{AhoK!TK}C7JV}n**EOq@=NE(_zN3B;=KGN+@8k7!{Nlm>aD9Zi zJ(T~H?`u150q76P_o>;IN#2SV;CbZd(;>rLw2q1PH^{H2z7^$RYOlfnpuH1@^G0f~ zY!_u=IT*fAg!{>-O^Sh|$EooB__J<%6xQq<&-M42`N7tU`=&!X>dQ0li9Uy?h`#TE z^AiU8P@f4yet`2c%rN~X6`2R-< z^LX?8*o{slJET-T(E2J?xwwwW$^iMHf30{|uj$cYBDd!k?swL8E^P*RBR?5t{|Bxd z=h8C0piwTL=x3Pa^Oe<~EUcBnVLy%fLzw5Ygh5}B-!J9={2ji#lU%VR=3_4veEs4- zUIc%J`tb6c|EIJs)09|!<7Gv4$j5lm_luCmwst5PjxA@)av)lW&T`4_7kkwkr@ zcKH50){hwODbez8fAD9;|6#qdH3JfW4`CP|{b9|bW4-4Ul*0ZA zpC`=!A4nMXqo_YMq0R?hX?y;MQ;z-kmF5lmC4ByE_3pBk%7gI!zOmx@-qxffKTzGp z^W9p{x{#2!>p-6{Uerdanm#)!sz;#x5{CUG+ACqOZ`7ySJ=a(FxzNb-t=iOCQ_6ys zpVeGN!Y?X8NG+L#ky|0uuO;&vli&rODSh5A?f?Dq19%lotUxea*N ztufbSXbtqo_IKeQ@`t4L2KsQk_ZB`mDuH`|e;35-BMkHzx4|WJKbzXYKlJ{$9r7>K zXV%_@*8Be6)#P!1<#_(^zGUHs{RTV0|Iz&4HkE953F7;w_rDKUrJYcQd;s}fCo}fR zWp8hpM59##SQZCe`fS2gke8{`dha!ahv+I zy&!K_@p=f$Y^8jxZky+3N5?UIfALXzUgu?I6M%mxpO5`No~?g9QC^M4|2Qi0b8{bc z@UJ-E$9(_5L)#8ZvwF#=@yFt{;|*Z_s1Ki3z4NG(HimrSsd#?E5Wg{guy%HyL>TgC z9G@_pAGE=0Z%N*)Kf9kp7~((b!>8(;IrdY>Kt77kf0o$4=eGVU&`0FoXRA&JCkYpT zzrp^WCprIZ8tn!C8TI?Ke+*nNF9v?l^Jm?n&AKT9M*e>OV;Ej%p~UZF)_1yBb;a0@ z>vR3GNkdl`p5o^N^%;_}w_JqqwgP;PsUU)Dc_^p`Nm8`nb^{4dhOo@eozVfsG%fG_g{U$m^< z2KIyWe#z=Nd*A-8kk8GZ^#({Xyf4CoP7%&hY%d>Bg(ZL*Cw&lf{&Ud*2b`*pP6=6g=< z{ft)d{p#fj;7Vt#iBX z|2?V;v=gqqW;iqR0_Z2&^B-;5TLA-)!1sD_{y%oPXXIKx1ASA(`brq;V?F-Ga6W7mFD2nD<%Q!R27e(w4-!ZqhIm5bA%^pHvAlUZotFwEl0zz1+|h@81KTAP&dqAc zt6~2?5=aWAt)=3g0sjYx=OYaICAJUN4(k#7V}_Z%GYs_)q@RsP{uJ6DWVhd}4fcxj zOUdZJY%EEE`LMrKr}~B6R+WSPi}NXg)VbY{c6J&L=R0C~38Y#z=RB|8%KWWBdYj6R z6rV_D9|GyDYPmHFWg)&}f9Veo*6KeDhWn}wXtkJ zCXg|DE&HpZHSizlm3f@v65LIS(LeS~3u zgZz+74z4oJYk={^`IkW6#A{!5PO|J-iJ270)0{x>$6g- zvv+;MdC(^uUn#ZVjYO*^R6gHIbzG4N z{u`fH)zCOLyL6R&EzzsGuyxK8|0VGL9^|j;rR_=iBqfmduuphzk)ntZeT^rtm z-G>km2KsQlYMQQ>;-!|e`(FYz`_-;<-^Rgu(O%RoPOqM%JcRj20b#g5i~2#B<2G5H=-IRQBT)B$VKVn=I;*z|)Zec-qpP+E{3X&$7|x?{JsSDbuDw1idcT1R&r8r~c!r_p$pvf_A;rN6wl19_(Kn&jszG7A)-%|=g7#7)_XZh;fqtQXCk*<9>tmR{|Hk^W z@3RWp_oMRR%x!}^gv!k~Y+KEkYiCg{*?XEVL<4di1ee=Qx~V>##b zfS=<3Zws`{%?f**4}tr)=nu7)W=}mBzZ~{YNH4=wzZYn|(LPn3=?M0Y<7q2TKeA+g zPaZ!BLw~{?Iqp0uN6~-?I=O(S8YozO})yUqJqM^#878>m%H~51^2PP*biA}ZI9nxgaEl0f&)?*^p zXTtFICbT!5-B!1M^|%WBLjLGvTK+ZrGX?wyu1DwE;+wCp>;?WHKXk4oAG;fH8rDa+ z#%gNa>f?}~h|ik^I)po5zQr)S9}4Bsse^UO)t^GHZ=DRL#pEUqk)wLOpwpm?r;9(W z1$#$%bXq3=_i{)9*Z)o>cVBEPS7Q4q0bv=s4=T`&YT2}_Zyl@`*QZ*8X762xf1VY$ayi%&&eyG@+v?d(o#1^*=)b#7y!bq>@f6TY z?cPzQI`z*Xo}fIto975hi&f!%Gp>g)>}PO2db-h-ALTdm_2~~?vq$rlH^e&}k1)&s z1^N#kC7j=Jljlc-AztHrJ@RARceWG#KNj`RVBou5db2lye&PHEk0uwle7dLpht}KE z>$g=>r}0pK#P#=FY*?XRa|in4{DgUa(sOTap6k))K(9C-7xb+5oswkX&E78}=oMtE z?K!V6$P?-5b^6zs(t@F~^nO@DuNqmun%iOU{VSZW_t^Hmk4K5#FNg7@_Z;PZrUOLx z3s63Wb~l`sKm7vwg8VXkB-?GK9{;|y!0@Hr!#;UCxIP*6HdPsOUxD{G>XUY9{!Y>N z&2T+NGX^=>oxKeH7wI!v^v7vw`6u8P@`o_gJ8*uZ^??PJAHP97#eAZVrzaD9F4w7>PdTL<*ue0}qGyq=h`3;a9I*Kf?2-V1I&WA#Nr zzp?p`-rZdY^=Djfzo3=NLiXH-=aK$?k=NcTY_Wm(hx*qqVUyv*Qc-=M#zPGK5u0cp zJvi)X1gu}YUlW+l(tFw>D|+7<+B0FO|0BH&(|NVPbpPD>{)?30JOt-Aef%IleAFIR zKM|N#b@VEpu>{8JE%r}@L4Fu77>=g(_wO)gUwTj=_&N>eIj`RxhEi1DEY{5Q}UxeBBdIf@qG0utZoxz@PJmJ*! zi{3fh1NouTBcc5ehI(Hc4D!bLSo;x@htNOhO!}REa`%Wn;j(V+^mdtW z{~_GcVfcaOsi5!pyji<>MN4C+LH>sH5r+4np}v@PN^`q9ODO52=q2Va!+Rz6{)-{s z?DsE*d|Q0JE1>?MPbhD~VDFe;vvwwb)=uwB;?Gk(mSJ{(fngpG=y}Olw!R(#=?0G7 zmGs$qW~sDKm?yfggZgB)^;zbg3*EurpghfPZFD`+eH_Ri^A)q&Rr)>0#6dnu{6Wm+ zZEkKgXST8#*e{M}ZgoddQ+5FN$L8rhuWxrwQLCf%nwMwqm{xrX=0kr&7~WTe^0!Dn z{@~B*-SSgtJd0Xc@AET1a{C%6Q+If*X=jM1D4&5IRSU`vl=1 z6ZZ6!@?qy)0?XgS*4$Puf$>p4EnBQ&H6mJgzE7C_pH47XzE}SIlD|+-M1B)io=Wtv zcDk=G7;Io=AD$Ei^P~O{hW#t%d#rsT+0$UllCn^bk6=H@-@%a@s|x}aNt6?Pgcaz0 zodSkk$$o}(GM_2==`!q3aJ@rvpBR}8|I6)VsJU`nun5ckiOXDjc;`_xexgo+P_WR%%No)<3PVKzZuav!}Q}z3mH0Z5{wA@`F&aE z*APEYA4bHRZ0n+D4d;g#UkO9}LH|k^){pWb%<8p*5f48kJuVo<^>L)?*oBTZ+0Y;D zlVMhmBMkgQeIIE#BWuvwd+d9{f|0{xlP<|zg!&Bn1HycNH}bgG??&Sam=Ec*joGNX z|H@aeZ`3Ekz)xJCZEBAqUu75YXVjlC^S7*>?JsPf>@r;MGaLLR#vj`{x3C*U6Tlzi zdTjp`e%$Qu2=PPwe?o!XRQJy-F2zB;80od!rS+lxJSko;vJZIbvLZtV@&)w&_E~9{ z&Ody`{x2l3|8mY@^07khe@C4j(BHiHJ=i zSpF#4$LOBX&38^@!TAiCk*)#>if7&uBWbhIm3Pc>2>JP zecP(7m$`f#F7!{W@fZEy8S^oR+pl*VFIoimchDXk)6B2j9Jw6Mt5II#+h3DcDBHvR zFT>Gz-Yy^v`5f|>VMm&uFq~f^Jx)4%lb#>2}3;t*W+ZNGj3&n(f9L^9>P4n zI=Kc<^nuG5k4V0R`TmtK$OGwjnj2{B5k8E^8>g_x`eRbJ|2O{XKT}uhr*r@4gqWS@ z3m9hg<_V^@{VLoavhyRsME4o*s*m=QdPeJ;7$|ppyipnWGhENa%M!Y_Tl zPmvhP{m-O!ecb#1o&){|?QPOn^B!}aCjfoOALrgD$E9vQ5Atyq`&(zLnfLQIi0+$W zeV8!cPdGCxY+ty) zf#Xl;Qod%$P4Qygu&k;zgYhxWKUD3`0Xg}e+Kx4_BG{?{ATOs!R)@b zV5;fxcE4i6fF9Ie!XSU7mtlIJv|wtr=fRr62J(I~wqkh@26@i?7ejpZYJ)pa{zCmh zKhZxi{G9w5VQ$}qVSkJKndbU<_M&U!VLiy7X>s$G&WaX&j|=_R424hDS;B45j`lWV zxZU^NN+saWus>nAuZ7sf{HOl14QjAoYl9(wNBOvT4B2GkbB*2q7r2^5Z|Lo*5BfDt zygtGpAMyD(YX^PC`Y-F>lh#LAEtckE?JT~rcDBEC-Lt@Exycr|pNQ*mJ*h3_?Wzy= z8Id1uo@alCq({j)Q2s!e+b_ec{_3`{q~v0HFsvW_rCYR3gXyXa?qA$$TF$0EmjZu+ z?K725HdGar@crsc>xuHqw0A+gLVnHkw9<~K)loP}^f7#a;blRdH|9@~awC4uJeTGKcapzO!qYetUt3C!aV>TOXG^@u|De3xH<~}_^W*|QpK&j+wM(2E&-INkdw+nyqx%>yx4ay9-!4Ay z(Gqf~d}h7!5*pug=QGXCp+P)85(fQ7{(2q@Yk6AU6Z{4GC&HjlXs@1WQd*{)qk#W7 zKEtd&<#{6_^j6s?9xpxLcolk$^HuYw{Lo8N$ymD6OW4ogdcEegNEbgbQ9G)7MXbMs zm5#`4{1*c~ciZ685-DwPE#B`Du<`s!{|Q6Bf%PiZ{+|3bVYm;0@?d!0|6zLH1RtOI zTQ(lcR|$iCAb-5Bbehuqav$&)*Xtb|QP>hI1b+4s)6XzF-}TN@i?)`j{jWb_;5R*g zdyMOv@)%eT%ESA?Y0K6#RZ!1B`UyjS^p}L;`|l`U*3RVR{WPR*Nv0X!U-}HM>89t| z1ka;A`HT_mK&-!*i#yNd6#0TW>?0y^7 zFV3@M_i+TX^QxP-4-ox74f!|6w%qN`-;V#`V1>8F<=+(P{gEgW5@^_ROx3g<4>}N4QAm$T@(!Zjr^D!8L%#6#ci&ign7L<`f10^c3Z)Jv>~dO{lv^%Gn_wL`o|9OPbb)j)n6_m4qemNnI!+N73G@|kyjujkTr z$#A}c`ZHhs&?!}~i$EXNBM5`MkU#TxCYOcA81VWzVR)x_{q(e}r4Psx`MuCM(&(IYB-jJ$3*rCT_n7sVYCjLoLvj5JlRo|U z`(5-tam)u6N$D=NySojZ?^|vLz@V1LLD!tDJaf@Qx4)D)Qp!uOLf7{q0{1si zUSYXag_AxNgZz;HgxUQ!LD+kTjIv{*@4M3Th(W(`zU46jwXKu>JHJ|?VW;r+PCd8( z6yc{BWt?3pmc6O<2Yr~j7_P*KkM^}%ce_={v2d^_tS=LmsHOanFxWfJzq-i2;I!o=?jP24w8}CY zB)|1h zCntS5)g8W{i}GE+S>m+m_x<2+=y}Bd&4(DyTd05T_x8$b`$9YF!}{uEPrVmgAb$1| z>mS4PzG4Ak$am462m`-xeXO0nepk%INdE@+2dBD}iQeal_Os#CtR{u^ z0pM?Oe!{%oNto}C34=V5{tcO1@8;Brz9)$KM3~37je>=NKKAk;Kjg>8{cFz6I{yje zh4FRc(O&bkB+kfPB>55sexQ6e7WR^tmp;zt+Z5a9>HRSeA^$;oH$9(y``+TGeE+%G zEc%M{v-glcVEg6`M;Q4d(TnEkiW|O0A0c{g*AJf|pCHYkB^#<@-6q$3YvR zzJc^^RqB89u4zB6&s+OTCRcpw!}XOg*b~yfHQ+!>gnxg~uhn9C5(fH~|BGQiVfrry zeZ_cB{h^*t^W%7sA0z*_o*(()$TJ&I1)2hP9q%i~>%Ka#n9?y@>LqjK~V z@Q>J^FytSEz1OTLw%N($xeGC`m+$%#;-*#lUp<&G_-B;&uHTKPa(jrrKZf(~YB{^& z_4;h^&p7_>=#7Cg-!4LZ)LzUl!azShzx&M*rR61YaQ`0pO&IRKAwPEi?kdom)C}^# z_3!C-EazQ=E#L{_@d$%|$9#%mcK>8gVfeur<)ZJ+&d2_UVZB(7W9=oRe}o}_L;Yho zhUksfew$GDyAJ#j=6BJZdUzIL4) z9`pNbF|TSmq*{LC@gk-)>h8VCDTTpwYGm&h-|{QeKa%pV?{d+XuQ^a41~q~~9pJfL~E74#3|=|RL0udu$u zaKQgzdY`#~wX^-gA$`qBvwjYT`{YRfAy*yswO?x>-r;=lCa-mN-u%n+jd+(?3OS|e zV6UkE@k>|VQ#pE;uRnfmQeb1a=za(46Jdzw$bZ((>Z$SX%;v1puYvm~m@g3q{XqE> zhWLi`9L|$%t+}2D@f62P7*=eXenSuZ9p)2+dA%j!%qV`8c({mh|a5# z|A|W)cjvDd0QnrQKk?SeN6#A6xPBg)pn9`xOBCn}^7lym-~Ewcb>I)tzZ^N$@0F}W z0mR3?V*f!H_=V#i`Fz#1$ajZA3hfV*I_K0g*{2KhZgZO#EAYYSz zG2}Of|6<5*(0{S#S-q2CCf}re5q3I1E;&~M{6Kjh%c(D2dOwo;*W=oc zOE>NpeJ^H~m_LMJ{+?|x`~L~GgM78xw6pV!<9+YWJz(`gf&Nb^VAzHH$?;Xcq7zon zwlE=leNzy zex*DyJT*y90qkcR&W9M*hxrS&tN9cE7-r|Ogkisj@+Hjohpa!lPoFA1YyQQ`DSZ8e z!GEItFihXG6Qqtj9I$Bh9@xL*_^Hk1&H0yh1AVA3slW5vr&sP)v>^RF=_L8X?0Yqj zHz)o6Bz_Z|1b*T3C&S%SWqQAY`3aw28y)^@9qmNh>WOypk!}_!TN1YmM+*0{&g)+V0NpR}n%i`d6 zX6*Y}f>ULKgrf#OhkO|Mak^`--Lqab!2Sf|*J-z56KANLQa()UJH2GGdHJ7b{Cw;5 z(&aO*hP0Dz&-#}%6e~mxhy6J6Bi%csUsjUnec7AD>n9BU)8=2y{R?Z4C;cG|{Ka@k znAh*pPxKud^ZpR{dz|l#`dTODdLu=8AC=%t#{!S7G50}!)V}t>gpg&u`Tff?M?IcC zt~vwujpLvBduy3;!btF+XzvWO{Vidhzn=BJR@j`Et)fTvMi}%R{UgKl{V@Sys81ok z+4JnaKEv#M{A|+AuwCw6kWZk#oon~itm52iUf*FjkhOP78edp$4g5g=at<-<@6rAV z!}{7{N1}(d)AvsV=gep4=-L!PK8ExXhWbD9^PJnjsc}9-z&{gS>CvtKVN-}tNbh-z z{q|c-EaCkm7>@}n)B76)=l5Tjes$Jr9{r4Vrt^=reu(~miqBu#y5;nUsjtEMT*dsnbfV#1QGhGd zZ*e@r+@D>#<=nVt<1cuA9QH>H_JixYRGxKxQF}|Z6SSVo$71$HJ-h?^XXNMQmX+J( zCd}ihEz0rEw8*>9gVWg&oDlYm)Ec3VMmo1$WKv!^Mt+nS4oHP{3dVWFSYHL`|$iI&+n(> z=FRD_A3%EZwr(Bt&;!m(Y5u$hwOi?fVgTd#`3gT?N4rdb^8~`(Z|YUc<;mPNxk72CSsD1-dKP&{6Nd%p8Xryr27;Cc$8 zGaF85`a?Yl`Co8S@V+0YOz2}_d4ZHK(C5Bfxbd<9~D5a##G zZl4%=^4y3uz%Lx{j#l6ZIrS=NC)~B~=_Lg^@c(`EXLks9Y1_`vFYnkNyc*we66go+ z7w<$}@7t)S2KIpbxO1`~?^Sa@xZjTT6o%P-nLF9;>b*Sk;QtKBAHtBIAwLMi{ZFDV zuhRtWS|wipy7MGjCh>O#@Ehm5o3OS~W%UNISEPq9)LYuLL%kixzk4oueAq%$Ue6*7 z?^i+nx|@4>^W`9Gcs~{Pzt=0Ibl&Tnj}sJGK6-zx zg@sPUBFI1R`TKh;15!&Df&Jim?qAPX%;x>>K-0_o=Fu`d}5gGmkGoD5Y)dy zBZJM8yL-d)xW2-{r=7dB*uZ^JYM-UD-9bTget`2A&Y5~|^_X99KT!O>LjhqpuR?hf zhJ2dF!~X33?yNu91M;UZ(A~}K3vuB_AbLd|FtJ>UbfL?Dd-EX=ix;UFGr8b++RM@4;qu67XTQ?d*sp- zx~%sS;5X9$DC(=`_dD@WUosZk+oSC>6UPU}aeIDL6|&;VmD>>i>G>c1)t9_*=I67I zT6KFEDtCeTvAtNyvZ!&|Yx!E@M{)ZX?PtGS0{p=GH^ZzRR2;Nc_@P%2_(P0b-+6Z4T0hYuB@m7?##_Y~7l81g@qXNk|> zdB-<;Kz|&+B=o1bwNWVS=V|<9E^ddzocMZ6o)4JolHLpCOXIg1Idwbs9Ns6<7BhQ# zyk*gq>9g+e{n+E9lNaAEdj$1er1$YP>9SY0bKra&^LN5v|H!Y$jSEcgMUCLNR9^aY zw^66LzLrV4K`<=2h--_JXxqQF)r2EK)ksEt)d6ahMykoW<(1+_G4DlKHMHs#>fc$xC-mSds)Ig}$5wN&U{WSIGr=W05;zEvHD_2PWbjhgDGJ?yK%{KfN|PvsmUd_kUf z#quN!`h)lB2!niaeAb_xpHvw1Z|{=e#Pz9SX^z7jw^^`WTtB>juyBHr==3QtW|L;+8Y=PR);U#kGSbJ%jweR$J z$j320yiiQjPb@kL>qCCN=)U3V+j5bABRo<|uU}I)$mcQsy&xPy_n#T2@6QVe!~PW4 zM_6qz@%P15yT3pCw?MqZ_DZ*jN4Krns`{Dqu`*=DsWqP!!T;latMd2&jj!=KP!Gra z=;i%4-I5PGaDPP@>Z$1OUQK(yJMoL?|EAI0}?RV4*BF51(%e!mV^ z*P9e_hZVaOmwK$d6E-ubal%gcce>zKZ7y3^RKs%>B*lKTcmO7pigpU+r|c z@6j9WAzotsN?4xdAJsc&&iow1-@hlQK5@8<`H5iguejdolPMa7>#o3hE{gS;Fvx%K zzxcoLu|KRA*H8Wbn-AMzzf9xbv>MRh+(DZCzvNA{{rPdJir~MHzcq5pDm1nH6t~fpK6z% z+h!S;0{lVw*Va{MbXQ*p{uJ%~T_4@v!5z~ezryzSD!B`PX=p-!9PhpHDgCh%_bGXk z{NGQkbv7`shy6FopD-W){X+GhU8nj$y$b0gEO(LY<^2om(Yc{Vl=cyS2!lPMzxrUO zyJXP0IIe#m)=X;p)yI@ zghJSY9Ej(b9}ouqp}!yu`8PeEJ7~1|yG^{lTvzG+e52+MDf+&!;G=s|`=pimGIxm| zA8+ekyYFWJ>qU7JhWi{i-Y2>JwGCRQAs(W9KlLx@IcU^o*k7W45$5%*PrkZ`wJdJJ z`7rfI4D_OWKC4s>nOCN&%Ic*IhtqtYAAAot)2xDci}CPtNnKCn%zE(8^nCMmYqjv6 zuwKOV%m0`}T2}$TQJ(cHyAP^YeE|7B(pUes#52=)A^0O)&zIe2rd;o!5B?kRSNm(n zz4U7N{eW*BuYEYTc^KFq>K|e77uf&X?(b8hZj1g8jrliWE-%8Mzc~N5-yecH89tWp zP5Sg*>+GXh+Ya*k@ZVGRW>;^Eh4_Nwf3K1;&hpb%h$es1pfo&t^wUG&50Re@i)!zC zkK7FLl<s=Gr8;=J~+y0Mj*xo;33FtKYR={(0L| z!5?G1CJg=>`NP`j{jvhq&g{MA_m44e1D`=X5B+zm+Jyn*g4?Nun* z_rq-8-6~+eV)}%VweK<`5{vRODcZD)% zL#Ndx>O;OE)<2=FobF<|UT;)QXg)dFt9pLxG9f;T>*Yc@%YDi*o>PF|IKJHID;wqo zI79uar%3;Vgn^&p{W`;-Z{mE4V>+J|%55!rwE3q7{J&Z(520L)P}Om?G<$!8P%f@l z?8fuc+5HQKWxLRN_&PDXTQe3~%vk1>1*AcKjaXb_% zcR8%RZubVZe-SF%EWhz4BAw}nP~B#Xs)2id+UAJfSC8veJ-2Gn&H+KoYpA& zQU7+&M|>C__5uKMmU;8b8 zLxCP@C(QJ@y~&4w+J|?!yxQlyu6%B|8^%X^J4kPcXdIOb^%R_6OJPi8@6uTKe;r|= ztL%8?Sr8A9KU&of@5^2k-G37MPa$E**Qh_XgMY{V+5@HQN8AwAC&d0qs6AoSpLOqU zLOlfO?>JDdUS2~~Pr?3#IlTiTDF$>0m+O1|`bH{%|0m%KIrJ*Z#Ztd_s2-1QyoqnFrz34?v<{foi>i{FPY zWc}&?dmK}JQP?eXn%nixqVHQEz1@#BFK?$T`ko5Xt2aDmb#j<2=nwLrFnb@7P;a63 zmIrIn*#F6d`f6#f9m6%0=zHrNv-RjtZkXTkVJp?`4KInfxm4r?SF*5YWnY7ZD}k!8^0GM>^)r}*~Cv@ z=?eLW-plf5k55>{frT?(ziLk`V7far3J03evXU{`^hxWndWATz`t&+`Z4 zZQZx*Ix&HRO?I%C%laT8VVX#M(Z{NZ>yM}oh@O-CVwCClqe?Nf#LwOSh zd0{@xa54F3lP)i;9vhp1{vtgl22IayKUR?14-o)u)9hMpN9Ph3y`q~9N-CtJez=h|TIp9MxOjhBp0aQi0A z>Qh37seUXJ^bdZwVqziaC(b9Z&Ik;Nh5M?KEn@l!ga5(#2t&Ri-v0?%{}XL7&nKuI z{0I6k!6t|L^z;%|9}^0)4(xfoM*;RvC_iDBg5S{yB>2W4Mm=m9QFpuUsfxWV7dN#!#Ri=`|ZW_@}Xr=>NIm`iGD(_ZNgAK2!fV zj~A}ap^CZ`Pt49LpH?^_;QThX*dXz%^^oE%;*a^T5}#4+enNb}^_bha{Q9v|gWH>V zsMYfJy-&dVzA)aHpSM!j@^BV>uS$HLFC+}-yJ%nLSFWo(j@kwLO_Yy$wP&ZCFhBWP zqR;%d{(!OZ_j&$kadPe41D6+r{vf{ygFWMT7L^_+WG!caK2iIxkIr>X25^51{gDOX zxkTT;2z&EdL*@nqXzOXFc5i#C(G= z=r7vyVD+5Td0E$`I6dCop7!0nna9(?gjqdd$mDO6hE=TO_CIvcv`rFjL*Tp+*%`s^Q*JrDcJ)cKQHULKYtS(L4SZj2h z?_aIEjyq-JRt@%w{=<5_+0(rn6hVJ+zTrKWc=dIuh3Ao9!{={|^EoG!Eu?mvQrX9= zT}9_Z*x%;Y=+iFOD|!Ak;*n#7

    4HA2FXC@yU3tqD~;J57#@QwMUYZ|1wy=_`D)dRAXOzZL8k)#KF6>(jZc{8ql6(|BmJzMzTYJrGoky|Ekkr8m|~6mokU_c!<3>?exST13Bt{YR_7UJ3Fl z3{MGl*7j@wd76mlcR&pF36!rx!s)^5%Zk*~iQj~I{Bv~O-MGeaIM9#sCJg$D&pU4G z+HHfv5#R^P-|?BDlIXe z5B+gI!r*<|Vpfl!cBnt0zBo7uw3n$+O+ipFdvHO(539epF`yw+yzDUo+ zb~|k=29$t3BK;HHV)7lOoPob+UlS9Q^)Gff#p|6D)60eqPn-|?PwI~t{0ohT80u?? zCs`&Q_n46h=VRD^Qc8ftHq{z-o+Wf%CO2ZDFazX^{hbef8oYh5703tmb@Idw2`i>N zg!~)*4PoAY%Ar%wo>e))`tkWGN7TG*moH)OgAfvyOQiOxCI;n|+13ybaD7v4f0k_O zc7nY>Ryfse;wyo~aQOZcjyHAsmu*=^a-csLpQeS()ZDVWRQU(BPdj?wpMTuKOqeEf&7?0-Z1px2Q}a~K0kft<+8pOS0Emu{1~S5 zbm8=Gu9Mz&8wBqU!~QdtZOcu#R0#EDw6_^6q#AX`YeBrAcEnuXGcJGA>ablB{1?to z80e$^*v`&(g){Q*&6+N)%kx_oqt=9OpQJ%waKFs(X}q5(BnkGdeXx2Y$QS#&DOB%&?zWKgk1({O|8z52c{^jO5#(poKfupM-hGuy zohI)0+z_h|mrE7m{si#pc_Vm-BL?=spCs$3|MM z^KyWA-3D`gnkj47Iz}l4?n~f)jWEPBv_IB9g!oCA=f^XLjp#Q}u!!sb%(1UqZ(23O z`y|1d_njOd?P5!QK$AOhrz`oi#5k~d+vzmD=J%=h=Ko$a@0 zzWiA+dP^qv*Y2f8I$;)~`|4Od+c-$R9*UteJ@Ao@$zSQirxwE*Z91roW>hz$xQI~C?8K> z`3Iq!UxNOK&zFUSLBCO-3B&s7`PrITi!+9Sze4&wE5cpogr0!;G5!*U^&!7Jn-zcA zmWuw*fX{oWhM(WvG=$fqy#CJc`>bd!r$qEH+>Yk=?!LP0l5miMF2yHr_gc4}`-*ry z-}{(ZoI{c>@E7Y*ghBquZ^EFTSTA9i< zFdokDdtvhKx$Cd8|62%s^N#CYuSjI?M-%$y|GI7=I0624l-Rx*4xxOSVHeU5!tB11 z(6_L&uF4E4@Sj8vVyF+`dZ-=vhx+OJ{EW@w1&0Bn{QcZ#wXRF;p`b(k{Wg!vKh|@- z49oZYj*e>>+${ypm->q7o23vrad5LW_(#lN2}3@K`ob{XR}{`tjJH_zL&(p+X5Bj; zaqqAU=hy6>Cr@Z=h~D>)^v^EtHOIH5zj7ndJG-X$*{WA2a9)Y@&T(je%`T#f>(3mA zxf{zf{lVX(e$Gie4xQ8FuC(;*?c2{|~s}`&;QOqyG5T7u= zBn-Dl@qCG})TIBz^nGk0YiIRi!r-5AeQZ4DALeR#4N8lA2L1r;KXBHp`!>>PP_H7q zXxdi$8$UolupSbK7~)AA4DlKBNowc%LYVtMhUx#E!ob^&S%z2Z!2VF*2!s70zXIR+ z#VsrE0ro)jd>uHhXJ-?j2lXeY>qE&0))G)}?kVOUVbCw!9}x!r;`l+6zHc67Fo}JC zRyc3drI%YO?s0vemm09S@b5sLZ_j&^z0z%fI?#vn&#O&5>b5I|=Ogn?&Ek!`5|qP9 zU*<=QZ0J3xKa7X{=QlmKd}5&k=gX*1^IMh$8TIpq`~m4%pmXbBw-$N0UySVwpGfP- zW_hyrkqQ^-l?=8?9SZu6<1M-|XQ1`DQ24(9J|C?5Zf(MpILLod-w4C|?@+&jyZktu zvfCB*o46ld?35E0e=(Bl^WtxF9}PMB0P20H9}Lf?`9jP?+uMd%%hUf`g@n034;ihg zp;=f7_JHyy4E`DECCvE|Qkid5IH3mO4eB#t;5YSuZ+HoPk^6ejm;sI%oa!gX-^L|Au(kpdpnCS}#CfFh3y- z`j7G<4E_P>S+;df(%>WWK|fGlVMaY0Guq98`>WU<=KRgJp-&0CPa5MxSkO+Z6`CL6 z{|zXwu=O>HORpVM_#iP}tp9|;e#P&*5fTRbHfYn%_Jh>U_jl}hRxb=YW&6W8@jI`_ zgguD4cYH_^)OT>b%Psr^k86$v{Xu>%pFP>EBKJJchnL6R+NQp<0{l7hV}-i;{Hqt^ zz_@XJEBqR4@{DfCzM%0|>>6X(^=ChL9`$KOeDb<0%Jp1-Ry^;L;?@$x-d84E>HX-2 zP%TQ*Nzz`tKEga-U%6p!z2sWac^vX<)$n!stEOiGJ;?7>i6(hvHhV!HZ7@GiTa~x^ zw91hHcplfc>W=BE#;R^0ZWDrMTY9^2|GuXGyQTh4ANhWmFyB9~nR>X7gw|7_5A}sG z*c1AD!m{%ye`oz!J&W~c^|du&?c5fuTn_6&{;jFI(eBpfK49NSU!;s+jEO`sKYt+% z`84)tn8l|^r$hUkT4n)#MCu&~m&$AX+;XVk;H)_9| z`Ls~c`>%06!mvJ+Cu{eo^+nydw%}d=O|ZXq5U+pJl|3|^FZ;mwxZd?M7L0vTXbty~P`}q7G+A$~p1}9N>(6AEt()iu_urA8 z^*6ppeeF3N>>d5X`d@oZ3de2%ejq9PZcT4pBHo_Y+Z1V?+?o%K?H>8Et);Kr( zhb!u|>o1r}$5Q^kahQGZqmhPiUj^-FV{O*&w7^){pW=9%ELuFL)QbL}h~sVA@%@~A zVK-S-($7tYC)NkQS`6_T*Rv^g>WRU>a)4fem_LMpe`vp(&EH>s?N<)=jQX=VVc!Fj zqaEQsv7Wg9=ByRZeEj!9f23zi#P<#6@6W*dkC2`%2|ve_Op9m#cNA`a8FEK&Lq|A| z#QAp&oEH7De=7IagyH)k=nq&svq!@4|01-v9l>#yz1`)2e!|NOmDhji5C5M*yz|_# z;;GTMK>u*OoiA7JDUHj6_=Wr-%>CuAfu4t33VXtOa6iv*3CWi*-_PuNV&O6CTrvB< zo^V%%llipQOQAlE=RXV|AblbX^Wpr2c|OK)AkDX1ZOW@A{Ri-VGSn}I_c5HdWcQV@ zV9;;m_wMW&dbyKgrP>kRBl{v^_|Vfl-`Ha~c8*rl3-I@7j|@Mj{U%}Xzo`F&!9H;O z=*fLFr*%Kd`4#;(a(CHgJH>kHPZ;7S@_(jRT}?&9$$ z&QlmWbIDtN-bEPXiR+I`%2io-{X6Ir&cAPl^V}z=yUHXIzxHj?D7t#-9M~`B2m8(j z+*se)p66@(E(t%KnD89*3+dZ0o4a7Bik%A&&J{CkR8WbX$SDo?1|ouNSAqZA%Ued_C~ zu>kB7`G0UwvZLRfC9prictIHAK@YJ%APoKu_bUufrurOvek#>#7=B6qjrDgVf5I@U zXAx%q7Z4JL^EUJ+gt5f{pG))+hW$6v%Wx{~my_l4vx06W^YegY4adbVUYLVDAU(+% zhdd&blKJ^o^72W=n^bzrRg?cnzG&D#D&!H5w}j#Sp2)AG`kzO4e|rPkael%eUmX9a z&yt_2`L&#%472_G(H-M0lIKcuePo#3zab3zh~phQpw)HlD!(bsFp*296xPw@}6%Aay)(#hWZrszjyO+fMxA};~|FiBK>L4wr>36w-oM6VLUxG z>VEfu^Onie|M`TcoFlq9txJV?i~4mcCML@D<|`Nv>tPH}CVxm6`eQwtwL6l%ohtwO z$4thU>wmh2=J>yoCGdW3q&I!czPEi$Q^0;l8J#6pxAO!p+*00VCUZ9~G)ynPtj9a9!{A?4bzvBFa zA$}n~+pY8ap6~jx?|TW)S|sOIU%w0a1GT4a(aykvP_M`O5W{oZVmMDh`@7KFqEexuC+v@rzZdJqep;>n8uBs38Rv|@ z-3xlg^(EslmH>19t(zIf4$-R^|D1 zKU4q5)pf^n{e6FAXC!G6iYP_p^=_adibSC#qe!AC4M|8tQITk9poMm6(D<~4C=IkE zEkz|-S}N7=yx-^C`_1qD-}7)vzEy62ud-kVy!9hO}~<2x&}@Ak13@rw1t4~E}S z|7WKhD4!xb4f2sl&)J~ea$lVKEAOUwB#Qn>;Keq;yUHJt57Uf5n$FmHx z{4B%t{*(Fnk+$cDrz(Q}p?uG;o@v(HS%%LK7gcT=HfHSu`5?W7Wvj_PFLqpCdwWy` z%+L7!#nHPAPk%cA=g(VVnBUN!UL4&LWiML@^97b)vi@;Wq1*xDLoB~^&8Xdq3|H{S zXb*%ze_EA8{Dt(ea+d$OEEBoph2L$MkC7jjhweS!M)Z#BGhx1ec)7?SYf{s5_`h}Z zH<#brCyj~=0DfYB`QwE+iz;Wxe_((4p7-Mln&!g(8@5jv?&q~C=kYl!e?;x)pD}%Y zqE`Zx_m?{bSTW z!oV;39?RufKK;sswX??dv4!_^(T;@z!ym`}0&VzbiEa zG_`k9&m`>^BUa6knv6J3eoucx8(5#>dbt=ee2?=fVeqHu-wE^l6RXeiX~m~PK3NRk zq}19{?juFacxE;fI!GK+_6wI59Mu=bm1{Di?i z(f$bY{2RmUe9`rT+J{o>inzWLhWGzaf3DXom_4%2fX9QS16(!?RTe>h1nsBP$L2)N zieRvBykANf{2TI%FxSV@X@3V_on6QCMWsm{R_o6G3-Jc_SGw=Vi?#z4z#dQ@rEjcd z4n6D4^9wh6ok`nhzfQg@^?zgj5vy#4A)wzVj~gFs9n&MbL%tvNi7>3+vAvtJrW2l7 z{^Ik^&Cz2GxBmDdJx(T8!f(QS{YMz|6Y0Ad*YARL{1MP+)SsLGX&xUjsVDbux6~T1 zjM%mmzDNGtY8UG7*ZY`k64k$D=Ci+Do*~S?*xv1K83q>&#s3e5>#5t_@7=lOW(M@* zc>uz&{zrKdhWZ%)uyT5T#{71b_o~NNx^R6g-&s0$$EhR0e{7#H$OqeFn5~xxLw*_g z#W3^#NSuz0clA7%$$ZBMkb2@dsfTFSbV*zHfzjew>vv|9PjQ z@y)eY+Q5Dx%HxiU?VHLM24Fvgcc;mA%IE^|D(csrGfo>`m0NTDxl=l~-N0Mo_Z4uy zzdIs+(T5^C*=!o`y|zm3Mtg5SInr}4;_UCyU2_2=KknU^iS|{mm+JIwebDd2cG4@|EX($e@6RxuqL#t&*DX3e^ehak2k0s;tS-@gH+YA^{H0! z%$^_Ii99hYq#Mu2RgS!Uu30xru?N+!9N!%Au<(IA%STlD9WAZMHR1fJ^k1PpQ)d~R zCqaF$49^@E)o~DS4^p7Q6O`!2Z$yJ=`92pt-1!>-WQ-X_o%>r$B!+=sq{Y8^(kF^U3J%G6#42!u*BudU90SeXV8)tVdD5pBnsp z7cfzzYAB8I24SE-TS5WPPaEO%GzZm?5`M+3gCdGHGJ$moXoG|R4A$_cz{(qj8 zgZ`oZu>RS4jNuj<4`IGP%*t7O_|!d3OVRUx^X)UyxOQJ+OX2^HQ2(Eg?%nR-tgGz( zDf8z6)BB8t_dl7uYuXhpc$oD7@|!3x!hFA=#%OBHo^(aff26l&_5O+pby`xX^0=Qy zSlU^7sDwWZdrPA~A>3w)H0~cWJW;Cb-};b`Nc4D_P@vhOSDydLY%pU&G8 zmZ$$8H)r*qQT)To?~{HIhWs(=OU*`Sm9Q^+pg){XYO=b|HX7X*)=R{n+xmKgwkd=C z;QUfUn5_>8L%d1#Kdic~pe^3-!}edaAF%MrQ%`bXWb8qH@JyCma zYv1Kebx=wr`fL3<2*37>+*3Uo#}}`(zRlV>@f7$I^uMos z1Kaxy?*!vPe@PhpFUCs@r_=mJ7~(VZ#|*Raze=^8_kFr}KTu!7UxwLyOBnXc=zFT~ zM&qG!;0KQ9RaWMxZ*i-EUi4S59zXvR8ZCYg2=VLTH{||I)P?g>IA6Z@_ed&vr^@FC zh8sveuTOVq=`t-8_<{0${cPrnsb4N}`4fiyNc0DU;eB!HkLt7g)UWH!23pS)-(Nv{ zuix}@{JhIiJidL~oEfv`#Z2HA>UYE7xkfka+@L=4w_*Am&9`6L^Yv{*X_M!sp zx%)x<-Vy4BIzq($hRZESUI!zPhW<%(O7bs$B%^JJ{i*6WL|qM z)nyo*S3-YD82Bl9589lSXHz^z82E$sN*G#0|HE(v=~I(cn_DC7K7f59f15^hFTG#u z0R9>MWmAyfg_9vO`1=%1aYxU z(L7Up{|51wxRkArehFOPzihS~8}{?C{5|5=mlo6fw5GkVe~bM1TF~Wva#;n)1LI&nh`pq(TGk(2>@!a+W^ zgdtu-eQwS^-SBJnTG)T-F5xF(@CP`4!u&kK4|SW8gRgo5KQSI5%-5ekY}{U)$##%k zN&NaTPG|mk!*|?%f23HJYI`bzKH~U)T&>SN@O}Zb*IUy6kLOd)8h1^H^#+#zY;&|@ zu3sHLPxy2Aj&0Mm#OL9VzF&?z``3%g`1#OZlMX!2eYpefBcVMI27aM`YMGG}TN>XF z=tX(A+`LyeRd9v(r?5U@SdU`=EqC8qFPL5k`hfWN;J^Agw`%!(`Frk*q(@uD`34IK z{l9m-4p1ImF5^c0Ck*^V`}kv5*6Cf)|IQEp$$k`YzehhP*Oz=xnD2-Gxqdr$TF3tI z{tMDeSpF@I=TCh^?&+u7z<(h>{wmH3b1)hQ>uVhE-+`e$b#9qM{DR;AZ5)03k=bnM z56APjDdF8>H#vwuB;|sXZq5ACWP6xz3GbAe_Q@m@l4Cd@#g}{6X5)nWWExl3DbFDh9UmP`ZDS- zjfTa{1O8(FGJZcg#9D=ceGraYU)a6zF|02n@rodW80t&rQ$gmw;lhdsSAl+szh{{3 zCkt(K+&2tUh*UcvBZ-e02KnN6s2tjt$d8r7|8Ge6$1t;Rj%ht5wCP(|^WoS8*=@wn zHY@(RX^c1w=eLmlHm8nftXT69=tF+DxibFC={K9;Jg+35E68e1N?7zj{C|TzB>W}} z^ho@VAlqx2eb_xaun$RoR**9s^>EOEx$yo5(kCY*ZCZY|0QSpq{0!51C_ygP@5X|d zTPz6482=ZamS4Elyu>bcJ;{5l~KkF z@qG@-`dd&S98T>MX8W;%Vn|7-Q9^AjW%ug^_0XML?hfC}{IAe%xZ(_(x^7axh<=Ukm()5qe}VDf_Zp(d zodJo`u||(4Frw<4&_bow*-G7iMNIJ%1X!d zeO_^WZQuQ+-jSR>+};SY_Y(w$>HLq--qiQQX8Xr*p9}53eR$U3%Dw$rd@i)le(s=T z;tKLX{b+x_Y1TrU#ju}+_S^pUGsTLIrt)+?ThLU0CY`kzejcmBUg#5_u9j=Wl8ySESI-%wvVI!{Y3 zdbNa|4-q=nM=Ng|BEJ8I{k&#Q_|H_#E?iA6x|05v>&J&>h5N7|sD0I4_w`x&` zOprI)N9WNM{YU*4+b`Nj=V_+PZQi9rxsilFgt0Ou~aXuvs z{sO;e<#hi_APoKi^}XwepFex;E`s$E)hA5r5rN9VzEJ-ObN%e;i?VaT`Od_m>FPon4Yj#v>zvoEppQTUwL!W@Y*74@DFJ3I#OmfhHZbqd)U~Xj@j=T+orLy6mJVU zA!jbtk$sQlEI$DCKlB@AQ_uGMIHvy>6m+)tj2G4SQNv zTD0q|%trNB5`7^I=Sx=qi>01oeo&xt=udJ#oMBl1dH!1;#*6bK)d%@vyvF)VC;edM z6yLJ;Am4`iOyw}%Rv7e+@R^0dEh}T;|3`?w=RX;&e9;B+8&qBuymE%u=eB!kzUpSY zfAzWQS|!Sd3Ek#(sNT^-9qwP@_qvuJ8t+#AX8RQa!<2s%bX~kodiYId@vop8cEQ!N z;V}4%?vn8nhWs?z6JdzIP~HqP`gPZ|?K9iV8rC03ukM;X-TvEO1o08-pYG|4c2aY* z;Qv3cTu)j{KX#;ezh1I`Am~|4FNybx0RMsZqqqO;7Q6ZTfZtRfG0b0R4|+#5R7(S# zSw2P3%a_~yct|$rE7sT7`h9hT_AeM8%1hrPF@MJZar}b(Aq@Tl?O)&5_G7>bfAFVh zkNPPp2MTXF!+L?*%kYj4%DxBwNAez=ppO{Z!}ydiV3_`Yp4Dgf!x(1!#SF9k zKtcaQhN*6e6Re+cyxq4PPdMqh5at)8zk9LYswEHVV7^8E_7I$37swyv`edMU>e$Eh zk!r8-Je5EgPN13PnZbu!uAdQw;kZ`5UGbIK9f_{|7Gg>=WE( zZPXE#Z)KRBw_{j|^2I{Wr%E)xI0Jko2VH0W_s&nnoz43*duVaQ*i{tyQJMtx!B z6No;-O0<6^5SHD}+E-0#{NANAjL!($M-1~Z+N%*_?hgp7A0vJk9q2apv2+Aq4;WvO zx9?XK2K1x86NdjI#PRg*KYx>&Ml7sXaXw_2@wa#O3BjdqCB##xUwt-?_kVHzlzdnE zzE9fn=Zj5);l6>1gkFX>V!lTp4D&70-&f)KiIer_5Wk{5_HDQ6&FdkC5N`%bz9$Ul zlTh9aXOn*PwH!OhM`}6vKh)p8p3_ao9dUtt75ekOULnQZI~`PbjrX|(!t6a5hM_;y zkG_G)9%a2x!+I3?)Az1!Sk0Xr@W)hM6C&L>L7X2!eKQr!-*a=Z_`V#*M})!t@O#tk zshWd+cYyhlaP={hRaGltzHEg-zi|Af_4Q*ntyJauW%_GFlHx^8&`+#y=Dff=z(DLj zQC?==#;;GjmI8aVlkkf$luPy>1y)|&8iPMZ`l%f9L)1RCNAHpH@9F;#1T&wuD{aHQ z*?xdvHmzsK5QoPw-ywg@0$m=sY>4CWsM(vku)WcbA^(W_(ogT=wLVWA6;IN5`^}2i zv&hhZ^Oc4Y`WdEtv(T^h^~-aE?!)>R>FxL7-AY4ERV6dr4;K2%x=-45PXp`$`O#nX zu3oOuHJE>ppZx>7y;(kb9y`Az^#7wVDzQfV-ZtvX0F^Ueixj3o{D%I9F!&#A&)k0V z&AARS?EJA{K1QQWi1KY{Z-RtgbGPBQOg0PyeWCh`+j;cUnh*08@>A$&F!g+r5v+&I zB=rT$tp|JW9|!s(c`rj?nBJq{_&NKY>eKr_f>2RjJOAEN`9fCyN58$^jwZ-wVSl2v z=4wlZkAU%^JVfhWRMd-f;JyZ~=Ly65iRx21TQ3ak7_E`MxF_g`WWQD*4EBNiVVK^Z z6$bU)r5ckt3|6l={y}>ipH${0^7w%;&j%0&e}?r3OA8_6_8evBjfKHx^UsVsvYXwH z6o&N4Z~sNHikRz5!whVwJnA7O|-5LjbIKl*k>KyJJr){|~Ko9h9y+l6I=jB zsDHw8Y<)r)_=EHi=Hs*SuXm`pei-~E%HJw}i2wT2;`bA&Kg8TW4-Jg74O4W5d==Wu z(2%^yh~)uXoWE4^~e9KOzu@cpvFu_33>AR?hP!!^W*oYMizU;z8_h_v~OpH?hl3?H$>OWzK&!~KDX3V22cVYjL$`Ql&gpc3tFs(cr_>1*z(k?De zE%adLg#?@ZXT$9`UIhM9`Q?O18=m%rd^hsP=3QaiXzd8F547hIeWa>1d*sO`(fCG$ zT(A6Zd<;-;B+(zjpiekovhsZtKQdg(+N1B+lD>>6Xsapw_zdw1_CMm?uCVs5nlK*8 zeQLq>>=o&V;LC6x4D%1RmtSk@MT^&$NWWdb-^PxjA8Lir?_@@XFKqp)Za(hgP!XD zi|6bRbN@SX)1TZk$>RHsI39-C`fOD9zwNHPTMGUTI~8-!6Ae|K&34h4Cmz1UkGomboV9ma?K69#)mez0;n43~!-$l`!nTqW>c-L;o)+u=+YguY>)K*tADcz(1lV$Z6G& zE`h+Wh1fr0h!;>_9S8@r{t?4`f&6la-Tc?*gemA7^24FfW%!;WXW9KYVRXM~3v(N; z!uZhsM{g}o?l|_W5{oxRpXgH8tT!C|ujD+LKp5h|R+#g9bknI%8{ONn{Z(Ofv%%sm z>z%oOaO~D*?}fX`&>zNsgn{2UUPtpw?LKO+fb|IaS4UUdBUkR+h3}DmN1v#Lhxc7l z5*Xg1pJ|;>%OUnHf+n*E0+|l{2`C&1Subf72b#1bOJFX%5NP!M|aDE^9XI%PE-2;|Z7jRkP>+p2Xupmm3S_SP$7Ke~0wP zr9Nn_j!hpP|G4(NSve{?f%_9z*X|xx+EOqcv|qwtAFVLxPiyQ?^tdhvD0yM)1M)_F zb7oeXw>a_#2cTVemKD{`iAGa?*T$0)KHm%&;3Puhy|M+K~kLXVjPRgz5c2 zVM06QgL`6|AwI|P5Qg&$h~0%}MMIkp!FfOI&)rA;{R6*R;2+u(Vdx+2!+qsb!|~qt zVZBQAtBUGgIb>!Ei=A?`d4iz9TowRr(n}cZ8R_+Id3Sl#sWW_j@EPXVxU12X`wxa$yzFB;C1_x3 z9q?E3UZ~(Rd(~_gJ6+%x_U9A5=YV5l2kyUpRvP`O?0HRYI>j$OiM{SN+b&Sgksd0M zCt)~GjO!`FKwrzh@ zOy{o!hUt6};K8{H7yiKb(SQ5o&O3Le+jI8+bAnIfz0IrqS3o?1@}6utDt{50nFy7oj1;%kh*2m^mmKm0m9Idb%653nbcub*{= zTJysUIX{YD7~VzYQ!O-)z4Ql$mx2m0G-*~ydj%J+ah zVf)h#=)SSNrw99S$e#e?;l`!2yMceh@e_u46zK~{f3|*T_)HA_Aq`Y|t_oKoVy=S6V5LHWxybiTF)`fxo-7~&}$Z_wjWq7(j(++PxA?Y+cRZ>IL`c9B+nA-=)+hA_-$s1K~1ogX3$^C!~B%IW`^g_+hF zYtJW`1AVZ5woz`*tpL1X@C@;cl&#AwV`c(M?JLI50Y=747w+8C#zJR`> zeGrCxKk{qVzLn{(IKXcEmhy7RN2Vt-u)@R z#OEpTya&T9==8+l1+qnLnT{F7V0L8`NFVH`SZWwat&=&FkyI_67TpppXKWf^D z#Qp^NF{kUDyC?S~Li;GsIYC!%B)zx``=8w<@+J)YL3t1c`D6Qpq5W1^k>xMvTo^Px zx>qo}?<36l@c5H@S9Mr_VSjTwC%ie??<(*E$2&K;xJbJ=iR;7MbTjMy=hgdv%;x@j-frpc#}?Iqz9T*J zRWsr(bzZ@JV&vESj(_i|h#rEyp}rD^cn9S{nEUUr!5*tW+MNS=B7efhbt%}Zd=Tsz z^G6Ja()hwW^~0mmRiJ%rFYMA$(dQt2h-a`r!oVN&mxS5-C&B{N?Pu%NKk@yD1&P6j zV)m!P`4N;~xcO*(uf&bu&rrX^M}-E@iChiwH1c<$>8G^a>%{+8i}Wt^8mws9c9$$W zAFyz(!d$=V1XxdC{7D$*N2G@^AOFJieVfu|y@T}>+9P4`Z^%!=Fh2Y~V)b&5z~AEk zuR(euZrbhbH1#yZPnaJd4D%oQPr{(@$S+pT=I@Bx@d-B%K4bsqClF@$gBa%ideOzh z8}n}8WcSyFNaa^oJ6<`W=tcIigFT`=qDI{edb{vF@CW4;wSQ(>qm;I^g7h89cnHJ# z0R0ccZe-sKv;9Hm2I!hC*@y4SU3?oV5uUy7=_^ifCC4bG!b{~uH?3detge&GBY z-A(K5J;fK`-%+0#eo6XH80L56PxP#^wy&PGh4>r&cl7-JgBHX-f%^hD{^+Hr{`!oo zhW0UjAPoK<`LQ_VM33l zVIDtGefIwuLTr!u4=bO#s>V?Nv7-m9vkO#&@ks8A2(i9_{WoMTh4~!mi}f4yRrxJZehrq`17V22kl(C)AMuBkv-vFc=z$&+?aqV#BR>g)|3G=iR{LoV zusaX=K(yBtYWr5?%akjfr2bdd)#*#0v1a!Hgq0uqX!S^23gbn6Bh2%kaq{||d&wUJ z{aYuYmoVh3CHF}M!r;$m{aX(9FS-A~%3*wXo{zOh?|ZOv@ONl0acY5gOCJZp{cPk{ zT)>Pq-a<6^E5z|utA=Py-U8=GaD0Rz-avlG54Fuvia!ABb=05u^{={rIW9iWi~J%C z`hfb!us-!qn9H9q@Ppbv^TE#N+$VV7j&O;~kv>z}!FY+jYfpzR^9qIaZ!7#i`mmhq zZ~Vt+Uo_s=aeG|l`ob&qi7#OMepRttNW1JYkUzumtlqljS5E#ppbzbpFtmsILzu5$ z84f0T8K(RH!kS>GeH|VRh4~ugzh+hXfc7rp_q?#bHSa={e!pA_@f)sx6S~bXxG`cM z+}}fgmas^aZ7^jO*gMuI4EZwTPeOEb#Id`{us%cj5;BUD8V(GH`UVnxNysTUKj6YT zeqJo$iMAjk)t-+(@j|@a@Qa@SqkgQtllZ3K-BtN|8vok&*FqmZ=mY1=kzYy4r)>5U*1%EN(KWRc7allD#@^ z=`vIU{5Q6jyteu64FzMBcMRv7%eLEDC}Tt4C*OWLW>rZd^oRPza8m1X@DJ49iw*LB zzfS{ai8w_zWcKy~B^WQ#lj7R)T4|Ugdp}P|Nltn^QP~{UXULC~XI+nITEBz!0`fcM z-S{aV?zC`ute49h-0^`5=m)k>nBBJ#)+_H>6LhH=)<4+a`h~SpL9>FuAEJE`=IhJ# zk*Ahk*N6KU)ZYeWPnT&YdIJBj{|!_Bj$V2^k;mT~qFv+m{tN+sh3#$h+SxHHej%Sv zHXd{Cq!KKCPkW_A9~kzMn)xpV`X%?P1XfP(O)?Djh4#HMuk_?^Ek%$Q+6Q6w-m^d$ z>>2sDv9zja-aKutuNxnHdcG=mC(Pf-4~E%!w@o*7w)Xx|2l)`}FLle7LhsJ=_;^y! zylB(AYyzxTa6U*anwojCgB8y=rG9lh;n1}YKfkhBwRBO$`AJ}JSf4QH584aENz~tF z{dtND&TN&oBYAEf(eH(J!4t?&ApbY-s7mn;jRbxn{hN12g>}&pzyFBx-?Dmy?uY;0 z@%uYl?!B+{PkYJNXInjGd?N1r zfOs4AeOvIMX^p|sFdxm8$d54iZ?}Ijtbfp-u<{NxUiLk^ACtCt(S#??HlQCUFTxN% z;ds+-=xq39I2PKYa>Ss27=NUc9&|gF= z98UQRRzHvOc?`4s24T=g}!A(-c_!JmSap^2sun8v|j!Kz{6SP%2MP%7*zF^C5)cy%&@hVeXH1Oz%{7v+@{> zUvl43Ak6u_W9~`)JC%E&JVZhtVW8ij6>gw-jFkt|`8I~x{wZtk7|EY7$P4wK;RNy@ z4AXlW0%4f%P#;-2{L5!5^SJ z2=nz_X3(e4pEQhNK0tnCUUS$yygm%p2gt81`}526YVY#(2Vu^itWfK9p+}V9{4Lri zVc-Y$m$g`svDL{2{$u+L(|c1w*4;SixUO4(pUx8g5eE8DzgW39*#j%5_gDG%YEB!-KL3dGFT-nFV;&#undCNQsb?vy zkEp%UJBI%AI)VM6{PuPzmixTK9r`Ey(ekC6rWx=T<+D%gxOx1BOECWtUNg>ja_M94 zZ}+X+7q7Z?2lzjvZ(ml~)m`H)6xn{Gl8sYd zrh$J)ejc8EP2;z8N1zAWKb+R{;=Os&ps%R!NA^3L*3{32^Ilm0$eGF;KVCcod7=Fi z27Siy69)f)^d0$SH@tL$2jAa3+VQv7+-*m|KbuO%e{_R#U24Kg9zPQ1{^97o(9ZEU zL@-|T&x9d=i1Zvwxpk%<_LC!Me8&!aS*xLQ6!aD8KW?}vx$|3DSbvO@^hX%RkMt4- z`$zpd9zAZo`DP8-o76tTHLN`CKu*~;b)XOR|M)H`^F;~0K;O|n5eEIB{>wKN-hDcn z>-X`R#N3!(?l9lr_a~<6M&y~ER_I9dFl&!Q4^w;NXa8E~c^2jujV5n{^xF9owNEv0=L)PpGk(AcQyb&QQz~r^*=ptg!unYkl%UxZ;zZ*RRZ^+ zu)n->Gn@DM<-z~E8%gNRd-c7~)Gd=iU(nu8D&!q_-Qg(A|AZ6X>NtNA=lk&clPB&z zRsGrw80k5gcd>d~*Um5=s!y2hub#Z^;%#*1CHOa_hcJ)t3IDG>tPlR3`g^GT`pbgN zP;Mik_atKQKdA2~Yjq#)R~gCe^Hkue@uPD81ARe$oF2I1O2`ib$fsd@r)||<=MGAQ z__mj%J;GoQI38C1g5eFvZT?ctvOKCXp>R0ZJIdqIp0IVnAJQP7 zjPzgnROwXmGD_(@>Br@TJKT@0b5fg0<%D_s#4yWWu=?zL-sM;`neA0hd_KN>!YAAK z*)h1kgZyQfo#!VE@fhl3{_2i{9uF1&zch}AFz^fW|AcwIfMIstH~*5kc9*i>Fn;8B ze$}VDJ&e6UUO4{}=J5tAXXn!xX6IqAjGwth$Ep{+e~tXRl2|CS=DkRk@$*W4fv*3h zTF^(d&nq|XDhl03fxe)82!nm%_^vd4v7L8&Bwz1eX?eS=(s>TV(-;pIbhZtvTJQnn zi~SJ>`BJ%=!oHGQvTX;Fd)Rd1iR}L`pSKzP)JNDqW*x=F)Ab{i3WZV~cIvz`x^oit;U=^cvU!;uUPK z=+ExN`emtLFWBBy<(C6p&)fn2BR{V8%}LoX$qeid??+u7{$i1PoIBUgtAQnZKlhG= z`5X0-Fr4?n@n5|XSod-2ZRnrcyF0xw=loUh{}`WKts6Hd#_tmN8$XGCGTcD>J%nMr z)IZe^rtz|J`u{J1;gkQb{VbaQS^Mlf{?+E>D6>w7Kz@C&f5adUTz|6iiEKPr4)VnD z6%Xsuwq@uO&>!Sq@r*Hp%dEzM|3!aSeDS)$#IIW1f0fLc(DR5=F&|IKlT{|CUde<1 zK>l0{{d9Tnw<7LuudS3fwdh(1`h@fSwLN8{CP-O=Jz#utJ*;?j_zVk>2j=$)13yvU zN_7TSmh|ro@ehuVFsw&#zl@c$^Q(kG-_f73a{50FfiTQBs6VA7eNo z?blxB=gS$M%<8Yc`djat0nmf?R9d~|yyxs@&`0EF>7UJGMBab-e1GFf;`Q&D4?%yh z{H9TV_vsCOkS{?0a`T0T#SHgZ@cugDTdG%Qwo8rX-xCIY;`g@#TOK}mnFRKW@*)iU zpz_@}6_1yT*IQVATYF){QJ=1SJ$HNQCfD3CdQwdOw^I_QhUMhLcu?Mi`F`&0vnfj! z7mMEq!uXRg#2aWYWt(ItPss3r_sfy~vV+E{V_oLK>b{>u9|?m#qP>)B-decWVyluF z@vq$fdr#-zkkm#vroeCo+rw)Le6St^8tI%Pr@TI zwrqd;7UYZlS4P#SE{=dZixY6hJ&Ujp$nmJ^0@ zZ0~NxulEk}ZGnEY4~A!v|04|Tqr3=1J_*~q*W>VM$GZLyFQPu&8^89INyA>SU$lq& zBONq6l1*TL1M5FH7IW~;tdnie5WgOrtXlo7rwNbe9(;ZFJ^FeP#1r^^rGEJ$-^Q0< zpV&Xc^naQH!z@0p93AXC;nM52EFQ0Px7(Nf-zk3IxN?cEZh*RYKN#t$+?ny#WVJo$ z1KNM(E&uOrlS_eq9M8k0P4mhQw+D>+{V+eaO6!ojEd77F@UVJFfuX^6;17QPuw|;A zm1a+P{|x<8)za-A%fGt=ztJBt%<_p0XOTWL%<`{QnO$cd5;nklA-JDU803ZY6NdYu zNFOU_>z}I3MSI&G8N=T*s=A;Xobl{7dnPZt}hgE{e9d%M*gou6=1ZN$FZZ5 z7U?X6`^VVdldYGw?boa2{@_WIfz=$xRUm)V2f{FZ2*devq?ciO z-%wzf-REQ9v;DuPx%CTA%rAoR;`uqkFkZA5h7S?H2}3>v$Mdws`#(*ezEB_Od)D@% z#l_`$&>q?sVHiKkk1%ilnac6WuE8sLKK|LY>9abkw!nOe<0A~`C2)KUv-8Byo~7yS zaG$GcLj670|NeSb^)=uZ(oY!XPvkdY*zZC5Svh-e?74B=#h?BkVf{+qXKf8WqH6&2 z1=9b#W|rvw@U^f%gYzlFOIi6llN;>aj zR(^omt9f5J<>qW%h@X-E7naTTd5<>nc;H2Hpkm^ydpy1-%=3qYIX_-jC+S^THxV$N z4<`)vY$&0RFvtVt$Lh2DiVTO7JP3n-MEYvG1+C9lGzR&jKGYU}{rMxxgwNlE`FLut zXRhA$H) zL3<(0_ZtYqc#*zWmIb<|EBC>99>TE}<63&Pga4C2dA~LZS0SFkZs5|87`PewoYX%|f+72^OW`pOIg07Nt+wZdC&9 zp}xP#u-`pJ+YvD82Vt(y^+6TpzjIEseMR)v@BAuQ3tD{q^|zMm9i1f&^F8)oe|N^| z$nYb4zqtO5yJ*fd@q3II|JOGkXz#1>66AsYfZ=e8PY8p)Ab$vR`M#~VwOuuC7@QBs z@&=;`7jnv6R`8{A|4Q)W_k;TgaEAd^`GGY(vNp#6Bl;WSq%I~eh~)#A%EX{*w`tA#zFr$e-Q?MiTq^c z!6aXX>Hk3l!koYFV`YS@7qxspmN3MtXb%j#68-OY&JEOkqt4G;zb~okrJeL0>=DQJ zzRBC}_4{jlydR<-JRI$}hvScKE-4NX6F^_^{1aiwha$f|{$Bm|+5|nQpCa)Wgdv{6 z{YZw{eiC7xPx`b!`D9Xo_8{#NYKs26u@y;$ zp758_>1U^U!}$c%w`Sk*YnMCifcGhIJxUn#5B&#W=)YBc@R!&g`<}huKp5-`{atg) zJu@dAdFT)E568E5k?tE5I}^P>j?C`j5_gWD2m4XpcEmh~-4H+Gdi=+W&t3;i&wxJR z_Z6DJJ_J-#Je|kOr&{Q)M#*6m#^TuvrmPakfBVM9!gu#EJ zzhLFeU$Sy`KbT?W?+HWx0p-W=V}_f0PPq6`4(_L6`7f!6;+&(ZGVFb~Uvr|ySRB-X zcm~f`5e9jo{b`$sDve3zRyy#I#n{c%4f9dO!+ z&!>M%Cl~(K(uepG`S+(HSd?xQ4&~?{|1?xB8qh0|E+iy0l>Xy5(zSf>B=q zA5NNKG8OJGNc2}Et#u?(b=X7TpTz$$4Ey<#@r$JG^@1Pl9xnA7`6H4Zw{)w zB9hL?J3Dx>`2Pwd;}^*c>RQ;&PW=BQ68VT^hU9(_EQhf3mkj@}e9nY+v)y7LUyt<5 z5T^5FB8JI7iDXVkSi^C{O`Fn;V`UiWtP@s5UaM%2E1kE-K(4+9{d zCDBKbyjgK(>^W_iAF+SJ;15wg@>gS?xHvv${#+zqzT9D^^mWi59It|W`POz@T_K*3 z=&y+328N>=8a6iHhy8yXuR{FXP3t!uh5ZA<=Q~`>i4ey>*q@@C+tanTOhDd*7cL#J ze7Xg*Cz0aL+-*B{#<2CTNbzv+>A*&7g(OzLy85WT_e?H-B^5W_=m1k_59w91HtV`@ znVr-P=|HhPhzNszNZ#vW81BoUzEZh-1@VjFx2-W-Kd|rF{324aOCBG*Xc_o#lm}s$ zk5HaUE;lav?m7eZO642pH))Iz|NlDmj~Mb(tbA{V?}8#|zZK^4S1NvUv*w-&_**Kk ziay{XXoGyHJ;WeyFS<;4HriuDOYJSv$V zMQtC(bzAz>2I@=lk0MnmyE{*YmxF%e_o~`24mn3%f$op1s?O*& z_(HE{_`g5YPu0X8m)kG65B^pX--!rIxstvT27aLas(yC(n*DV*(2L_&bJ7~CE?O;9 zE!zr%KJAgvL*>w(#J`JJea3HAexJspcDy?Di(&!TC-Ot>$?~rv!q6V}*RHV3iWZftY&{_& z4EBTkX63X#7HK%z-fEvT5As3SzsAI}a`oI9ppV#|Mz(ajCHITCeG`Uw4ee9oz@wx0 zQ#EAnN=xPo5yRC|(GvbKoGvx#Ukv`i=wA%$3rW1mzK49XvpnE7G`aJ>b8ow>bUnS9G+$IB_eB2SkLSedJgB15v8$E(L-7kRO_3wk4+< zsw=*ua?Qi-K6<%t27N*O>7Z&5)uCMMpYZz*;V1+?Vm942mLj}^xmt8Fw76AkDXT5%E*L9ws}DPcgji# zI33ji^haMJUxwNIK^XiG(#y&zJ{5H;Nmnu&YRukW5Or#@ZFl&W6wrtKAq?Zg?>k$0 z?$=5YSUyKYnETt#yL!~lw!94aA@n~C(|ggP&iidv)(l$+{s_lInEQt=Hp-KO|MY_M z$H))DU@s`2F7EwTZ+ESR{5a}Imw5wrI1iEreL?#r4E(0=u^i-2^%Kvvap}+x^oQ`V z>2D7mN#^>~HPPy`wZ`K2zHvO=JoCR#IyWEqjr!KD z%5T2tbRVVdBSG5qbj}UB_a&@ zIh;=zo=N=DKa}o}CO4VSe+*OpT11%TM@9ON&aR3Leh>ZQ_zA=PPUJsfkRQ@dn9rB& zduFeM;XE7aGb^WjvZ%Z6IO{nBbd~77x2XHvX{p&UA&{R#essTn?7aVt^W2_$^xIPE z?5(6m`#mCqq@HP8`(Eb$$6(hywLxKzKz`UCVVHjj7xWQS#y*C83d+Y&*S`1AglS4A zN#6~Jd@P!_A_??8SfWo1SL69<5yRe#cyp4*~l_{p?jgFSgr6 zMHmn2Z?7*=0XFT$@g4G~_waV7H~hE`^h?&iqTX3+yL8&O8tfgvH<63#+rHy}kPkrl z5oY`4B9lGUZLg&}!TJ^bgUQtbJ>92$c>GD2<(ow&*S?k9-2E2v_1M43^H0ZvW*&xo z8R4&^B4%&74Cl3sCHmLr+}IiU?@qG&u_A`qeBI~Mq#q3j8sIo3%`u#hcOpu!34e~+#>+iFpyUk$nd)KJ%17_CRO|KX$L+7JK z1Lh6U=w@vR_3`@w8`~C4oRk6cIqHXbylvv76jwM;jPwf06@wqhdIEnio)=l~I3DUb zp37SlaL;?r70p#RD)ZnQ*t29mMI`zj@-f)glj|2@KEDy>_9|*_Qxf*c59q`G zMSla^t6Cgr8$}w&n!1plpkN#uO)%M$?hbMx3B>6HCVZPpE<+NYQ%UL`;SZb4p zS>G*O-v_TYsfd|t3+pAcC&KK!orsk?5x*Fw_nSn66E9Wt3?0yBiu@Caelom8?&H5$ zdb8}0R@h%=*uNO;r*(aAsrUbu!}+jX|6=erqgr7%sgeI;Sg#uVi{U*x>W{R9zVus=!uo?#wOTaMLAzPzdztS@oAmO)md z{EkP0{$qPq9@m}gb(OjO6NdE`@{g4>{bJ?x|3M@f zd+TBSjQksVZuXo`>&5@~jpG~IbST*Gq%L2d5B<5oEpPp6J|7SUda?asHl{EBUK_1K z{|_q~?mk*Etf~(7YtcV3Oy?nZIir7gK$-d(zZZPIv`!gP(V!Xv^Ci+}{aE9@^#)y* ze->HS+}c)WBn9VNa6Yh^?;5b<%M9)xZI*{@j%~9L=)?G!Fvtu2r_I}^BIP;{(C?iR zeI2p;re(x}?c6>`WVt1)qxFSaKpw3(83AJ&J+Pur8xmpw8Apd7~s|Ge$v zn(icDLFIPsx|^+^V+j5l`AZniQzE|@X8Ak)9xA`E<8b$^ZIJ(`_OIGR z8yJiK4+-^aq|{xDxSO9r|4|kw zcFDdn^GuK@%41Y{=*J(v6M=pz|J;{AB}lzVv%><`NsZX$WvpUpMOJ0l12KaQVawmxz=I?$)VdI79Qk)IAHDzhs^!=OEs z_vqfDS#4ISLOi}vqA!G@|Ed3Cm|q6A!VNT^Q+=>EoX-ivc#yxWeP%DL{U)N9eNX#S zqR}(+mE*L6<(wFOQD0bn#!u%(s@or(Q|0r6^Tw$` zQ{pPYU!eYtb)2N8lIfy)ne=t+DY-vuzWo4uag^|5?B@fDS5>CK{sHRCxT|MZ4k;fD z{KNiSdbwH_v}~5YLHgyg%Vg{ypCb^jp#Hn$7q7m(unO+u;`c69^Ng2n75_gg&PT3C zyWKc4^pjd4)h7)0N#%LXa;N$x!F+-G?TQ%m7u#o;tw&t%UZ1^4>ksS)p#O3^(~{n= zKo;bM@+J)Qqkkd{@iDGPSh*Y7yW86rot@snztT~EJ+MSKDQ43l)a} zy(mww-|=g9hKtt|NT0Xjc02WuL5lS>9-lc2@=8qQf&W|ye5%_@`pIWYfVdxRmMjd)6r5BEo1j^^tlUyZX-iwX)L-bDQ;4EYPJ?>p>A zL#~lM_z&c-?;Km*N#Dc4zEFRBcPn@9t>Odz0`<{PyE5-|`^S*4Lx1j9(qr|ZznfsZ zNUz_YVKzrE{Z?lFcj}M}FSBlr=K4R?qOK%-v5RsheLr=4RgdcBg8D)l|J3y80GT;| z`1q&3*rn1wC?DjF?fX0KOU#1*&tvhd|IF$`E2PE#1LtG^d8%8>AMAv99QBnj%pdeU zmP7o4{Ps_g`dYjumam8Xk5B4*PFL)mU+ne_K%c1y(19<*EAmCxp zR(0|J(IYmoV{r zgZdJB2t#~;{9xrQzGmfg{+4|Y_J#Vy%IQ3uD6nTkZPr#>$PXaD0$+^jZ)^|(`7-1e zVentA%MFNrD(CCnplLNtOGl07@omtG=i7d^%ZK%dsf2#QFkkfe7ejss`Ag+sKe+!z z7~;)V80I6iry0pszb1!yf`2rYw8t>Z=Mn~cLw%d^@bR~wIo`0opzjew{EXw9IcIre zj&e`PN8tEpmL|)MzvT_*rLjC%MaRf-NgB)tI6pDW; zAn}7R%;%_ogdyI+@y@zatLe3`8svlgnccO_V#?_s@*3pdXFCNn6qlu`GW`k7ykhlb z>u0V%p(o}Ky>-nB^atmI(3{Kh^!o_xy)@Art-YZ_4^P$EMDHBys~6PYU4r~8%8M{N zeD?eaXI9{zh>p2v^j&_2eKgkkYk()ku zd$qk3{3G(8FwBqWPad|Lk_1?a){7^d^^qQw>yJ!)sX;r+)L zUnqFAXCC+0F=Hdu3$0SPKE{Of@m8O-i2J{o%)TX?`(Nhv5>po%eZW3Nmc`$M;s2I! ze5^c^@DjyU*(c6?<@u{6N~ae6oLHs6{QVNG7R3oh*6Q?LjfgNmAGRda^Hsu+WqiFB z+s;-q-&z;iL;HvwHfU|Pip#KmLw$+$c{6&bbbruC&D}eLepC73t;vsdt^AC_=+iYnS-yxd0(VI{<-S6-+nhC9zc6p zr4#wt_h|sEKM=1jh%t^7S(CW$O88te zum{w?gifDts5j@s_^^IL&ja%ZNIl~Dr-apAW50H#Y=V=1wwt)r^L*oHovC*g?Iz)k1*IX(!W-?{J5LOYOo)ypQI53=c%<| ze!~8fR^-kY-l-S7uZZ*}`*us&6nBEpSIK@mO6^0pfWI}6=o`Z2E zkK}Wq{-@qe0DZysQ+mBVW1uz+{b@v_-O55vsA5LP-y`nd6(-fE9CcI^Ir#n+3;eAC*3BL)${XAT+5Qg@!eTMzXUQ=C{ zBrNTI8Qy0(vAoyg1KA}9e=s8ymboJ)^+hXN!+2)Tj#AC?sE#oQ=W=>TDeqjGw=6|p%J=m7# zcL*!7{r)Yx=dZLl76$XBAQ>;iJ88UxA)cZBu|CKb>D%(aHtxKalv*?Ow>39y+p3@E zl(QHaoIhz1 zcl({+wUYh6pD1nRz2U|8Pjhh!=qzhzo`G| z7xky?sVIZ_q!otsG3rNpZ9+q;|3}b&LkYcvfuFb^Nm#0YeUJ5_eH;&!!+e7B$k?c% z<6D)${aME4Mb94R$$^7f2jT&g-_8q{dK}HpP+np*2#G7 zsqVx5-7e+-rgNcT!1vJ=|uvWJLBsO-v8vhP`=lr547B_um3 zMTkiFD4~#@-@ALx%$MK&@BNy2X3m^_&dl@N)+x_tor3*Qd}WMyO8O<*#eE>rF7Ctc zG4Q{WaOMs6S6x)|3oPzq?lH6<@-6X^j1PO-R<7Q1ONGACdiK~AH2PZpPR9Q|vo}>g zG$;l2AJPxT(%u=P{zB{76aD_xy6dlTUx@gz=h(h6VL5lPAEEsXW8@E{Uwe`opPSO^ zjM@+8_nw@)23p;;v7g}Q9|yE(VSg6#aVF!b-A{?I?BC$Ha^75Cktzl8T{ z+l)QXa+2IX?^TXSoZx#D{)ptiw@>f+Ifd6T9<6upuYLZR?yZ5z-$j~KO$>SS2=-0= zBWtf2xU$J<_yeL(VE+D?ZKQRBwk89E#QPVv`;OzXRLn-~Cn-qCWdW?Ynwp8g0W5h>lKcLpx;^`(! z*dy`xKwITvz0C2ThucTi>DnOK3iib9hjjc>&02w2u4i}SLBmPu0! z+wGP5d~j0ADz$TKP){U&F^0b*{Wv)Nu3DRGXV9PMVT}4I<84hxW!K&y^Sy&-mbZM> z?*sB{lE1*>{OXW-mBY1~R{?*>pD~u_$BbqD@sN3qg!q&%`uzP=+e5L}`VM?HOWNDv zX=7$i*ir}iE9uYSv_+pT`^`YTwuNf_jIrNs@;65PoALqCpZ|~0R`fr>`odW57es$? zo-Eo$zHzu%=gg`%Zt$O^pNt{@e{llySG0@wJq~|1S4*s4@qeY{AC9y=f9&|S%kqB6 z5#Qz`X1mse{u2EH7qh=&jQL4EN9KpOo1S^v*n#m;r_0@ZU6+Gj)P8i>+WU8YO~U?@ zEk3l=OW31np^w8Ge|L^f!L@yP{{S zUSWSm_9n2%SL65ZsFSp<8tk2(KVf{e`NA&KFdxl-V*ZPshb{~Ty`+C9e#FGjsA35J zMfQ_0bFS4;r)%(^jMw~J(P6ELw7-Pg8wxjtoCN>YspQQV_CfW(lV%1hU;3;;{l-z% z&KUY<@i)f#E9Dp54*jP6i0FTS^;?X$f%$*3@BU2=V}Hv1#mQr#=hxP|0DnpAIe9i^ z!qlE+n4i|m81_v1!5H6%p#F)?M=aK8_g>$J$4^|THfN6KX#76_@h@=$4uC%&llfiZ zgOdig2E8--#Plb=o8L0?VW#;1OxsfztW$jkT$A{;W|I>k*8{O1A%32&R=;rBysuh2 zdHy7e@(Ztjoq&9ao}|`RHJY4W0(p==2rTq1DPdHj&&4BkvUoj7cYgIaFiAk0ZFxL-J%S^P4knSsJ#^760c$ z{A3J$Bl^#Hof_(6eggkj!tGNXl?hum!vAr5+W5{B4xKd;`gyL(>yAZF#^QX5^!uE- zRYuvJiu=jdD*Dg;D1H~`Vk^&olIt1tsMMz)DICwd=+vAnM=`fuR&j1Bq!6KpR&eiPp)-U|MN_;c}DST`4| z^v;#|Q`s2@U-u#OziTANC*GVou@U!B+GRg0Ttf%r-JSo-QJ3%AB(V>~)vxw5ip znbC>euz%`*wV}zFlfKc&_h`LWt!B&!_%Ke!hpS_5PuX#;0p=rlFou3p{wuIJzq=YR z$4_m!pN^<6Ud?>h=BLpe!~-7xb$)6{8#VBY)_1j3U-M{2Jm@3-T>b6a=;YIy2EVxf zwFX~}FPtcXJy8E^9)tRBI=c+^O!PB`JpRSv{Q+)A{Nm?Ff4mqz!A9ms*FIEgn;QL1 z<}25iJXw{#<1yAt{jYDgZ)58B8};?$D*e2^W82f9k1q0kl^dniY}aTng8k9@7-RoI z^xRZWKC$cC?Em4X{|%dI@&W#o`rm5m5t!k;4f!Ma*V~N(zWr!ugZCLoez#{oYw9!K zMdqKkkCq;a&DWIY2eibev1A%Vtjs{zpr6?H?6Q`=!!G?tGGS0!RPbK8&v!sA>|913!ECb9C(iNQ##Mf z%o?3if8ZU^NBWXk(!t*&!(N_m3mn7aWtlx%(bu#c#v^-VEcqv}sPATVNV4`i>W+E> z(Vun6AZo%~W9(l@zFD~!+?!l@DEI4GFTw)f%+y9Z@$23-2UUZl#{`H#VB0KK&oO8y*rrTOJScT=EY#Q~S4nw3_?h z?M7SG`u>Awu|0_KUjIKljq_*G?#1~8W7JQGKa35%SwBR7aXxsjJTPQs(-P^gvz_j) zxOMX(_7jv33cQQ;i81Vz>@WMy?%{oQ*+IX^UKwkN_lI&?4=LReoTjeH_Lbw!Wi-*{S|l|%bzj)H|bkWxZMZM4&L&7CFk(2&HfJ-;rqj+ zpE-}0teG_8yxi~KckGhb%gz$|NA%yHbvDmo&Pdn`HEWiiD9|7t>Euyy^qYcIq1#ogY{DUeAIq@(VHUN zKVx|_M*WuhKkm}oFh1db?^i!|Yc+6_W5xgfHB-^Y81f)~GsgQ)s+4NKi{rsrvu zKPKIS;&6UX{CsL}++x|>V#H&5{^^Ufr@4dLgCDfs{MwBSVy9Wa|Iz+{G5A5x3(WtQ zW6N0WGS8RaV!4k|ZExrw=?`ORp8|{faH7A^4}o{FzUOyt6{Sp{f$!}xeW6p%TeP2r zc-L5^FZqPQPm(`lnLh|D^no$_H_0nM{8oGwoyE{sUSG0fwTyKQbwoWY|3Z|>-a*My zUeDSFB_7f04}GKh(DRU=1_cIA&^MAVWAOJMjQ!g`81vJ5#PcE_c)s(8@$PBXhUU0| zi=QoHj`G{>JbZ-hX54FPi*~;lC)K74wPvWQ@Uorl08( z`Jm`8@__=cDSx!>+DrdbkomJuoepoIpTzGM+E1tJwR|Y+`;5^}J$??Q)DHn$gr z;CaSnbxp@@4wC0lFLiC7u4^(1?Ie$vHKrF>wOtE;Mf$*4-v4>oqa-v|eG~SlG~Uae zV}mDTd0@Xy^S|7@Q#WnG9u4t+-pdrHz6-J{@?(3|dKiO#9-rFfeS(*l_MMpia|YH! z{9r8iQ!g*~e!0*#75YW=zFKr?_2w4CKtIj@DtUBT2n#p|k^_1DC zvZ^OS-qinf+Smim$Okv^e6Qbr-Wza39rjNC{J$2Z=I?dFaQ;o}eY2qBz_uDIATk>R48W>VfoyB{_iQZGt=-=)~hJK$Z|bmV804=~oB%jXS@rF{r2 z@_)wCzZds){MFuWKkS{>TfEf0Mt4&u@b4e2!QUUUEe;v`t5`z|{GfPRyx-OKv`a7K zzf=z>KA1ko<5L&#kMxVNv~R}n2R#10d%J_QOE4eze_uJ+-r4~B3F7bD#vyi_c1*+h zJJlB%qaH*2WQ=@~}T+b)Ybxk>jm_b>5&+B~SOt<3*R z7WIseYBS;Awe2TXJM*B`XX0{Z!kM)H{RU`}xD($bXi6Yh$POLn-y; zo&Kyl*7>`zpQia4W531tJG@nSBWTPvXA$KabJS?E3ml#{Qi}(rb-L+**uN7$8N)uw9vMq}Vl3Yu7wzKwy0nj(UyZ_n;2-%Xfki$l@HD2k^hh6@ z+D)qAeI4#k82Ur{&Fwn;eLmaLqu18BSNSdNwKRWE`KPxII{jEaWmOl>D_pII{D;pmHF#H*<_cLMSCuBe6v0JZsO>oiL$@2U%CFXO@tpjntf%NIi7Tfqw z;R9j6B%iN+ZjX50H5dG(dI@8+)A|{!W%Bc)oxi_s`%TyT_03IH<@eA8zQy!0))V>L zw;CtwRVw`he@66t%e^&X=!ClP-(=t4wS%;*@7I7lDSmx7@SOET%MbQV`>7vw_4QMa z--bV+_8(U!9(>YqGVGb;`=g|O=XHmkz+aKR{p|8%$>5YD7?1RuG5im;|EfCYU`Fg| z%unsV4&3-)@vsi`h4}ls*0RQ)sY6k3WjyMf)3mQ^q5nkBZ$I;IY0kai|G1qnE$U+mwZ5He?zDdheyZfJQ1kHHm#kd~eya3Gq26%+%#S91hD8Do z{Ib4iQ&q$R)%q0bgvEVjg}T>lt=;RKK;P^Ndk`4*p^6^@V}4b978v%g(r1D3|1Y#Y z^-Wv%SnS%0{j&v)$N1jA?c#kug@&2V?S=klAWx!C!@FZ>K)Nf|N6%}l?e+BFsxXYF zijN9`xgIYuzwaxtE6a!btGO_L8RLAD_^0tau3axPFYsR_Uxj8#opwu?jh6H<7WFoT zmU>X({kj{VU#(T^(`rAd=lZXEM7>v`HTc!m_vcf!!g)PfixcK|KVBXEi9d{yAJclZ z`z^h3`pA0h-$|der!>yBJk&wIKGVY(=i@}5cI-$?pI?Encan#8*0t8ltSj!%s_b7O z@NTkyg^t0E(Kfr!VSbgqD|Da*M<>j}_?9Yu=sbGf$ziOCs2?eGO13^WviSl``mIx% zw)jc5CG3UxuWPcm)8tXDAn)F)=NaRD0n#tV;(Ln3aRvfo||eM8EzTqp#f? z&O*L4NJT$mgJ`B-;ASj8{ZrR1AE!+f{!GDG#8ZKh|B^lH7dIK-cV)%l2?kf$nNR#YM^>ZuBY z9@z^f?Hz&r1?eAS#2ezTz(T(nqn<(Z7>q2@*A2LV^^?9c7Uwq#gO|tW-5az9{)*ZS zJ32neJiSBIZxx1q&Xs@9xdMMg;~9Qfu-fW*#s1bw#ec@AzN+ev3enE@O%;_JT$=T| zpe6K$^wFqeX!?hJnvg%uXB6uA=E&SN8dU{ef2rf2CjXPSv4ic;Lyg9Y`-2K&7rS>W zs_TmSy~4O)`QrA875}eE`ob9dZNgQahTr@>x)}CAxN4}y<3;WdkzW%37)yRtyD_^% zbifypPb;eTJN!7*@(A`Ds`xIj)NgKwzo7M1_s$M$GP2_Pl%%iK6S{wVGB*~^gw|XA zzL)QsLqj2dqNn=fF-OnD0lUWKh*J=GujOZ3(rabe+@GZpW9(|T)PkN7%ce#QQt z+Utxi(k%J44gE=97$ZJ$d*FPHb0aFgXF$)_iP0GB>{V69gF4rXyjOm{jq!<|x^0rR zp8FIT<#YeKZL`OBkB^hoiAm?K&?h7gE z>3?5*G-4_8akAHXCgm5#l*#{}Qq1f*7y9lYKQ%N*iRRgeK5v;lj4PF zpFrnF3W0mFd;}iN>#M)0PTQKs75^u%+W#o(M=ZM^wmSv>kN9tDdT`;UhxmS~dS}&q zjMaAGjXV4ljIrLX|KKh3{YKedgXt0d2T{F3w2S(Xz|cqHzo}L3>D#5&@JHmo8H@dl z!ql$shKKfZU|+-^Q^(PBDqlE{ctHF#U45yJ$E|+i{7qr{!MIA-t|o{Fs`CSh`M$cM zK{Jyo{aW^g{~&u|41FMd740HlY@qb$;@-5kj6VYN|CuWq9MPI$w0Z~jhveTFWBf4 zEP=z1JXpH6G1gDxH6$$aJ%Ratmx3|YPvbZ06jx=?x?-F+5&s3wM8uMrAi+eBR?d5H_m_4_RYthQoovv>hSGR@LJ?wG`_$h zA8PWvS7+-`8{|vGk0#$-+TUAK@%~I3)%Z&v$QC!?f83*x!?U&CKRZP1*fiy#J|SjC`HuGYiz~ zswjO3{UG@=#(6ODPqdq{{WP2Sed5)C?>d`UUz)`PBo7(hLgwSmqmr`BT4jJ=w7%x? z&&P}%R&hU-^qDd2h3FOS{Cyuq3j?!8b@OM6`$UQsj|%4Q{`N^XhR!n-=JgZTPQ3OX zk7w=%z2tvd{%KpgTV9G@8q3?##&cHA)o4*a zQ&{dDeyH--PNE(pFzUfHzhz>lpr0Kd$o$JPIjfKL$cp>ds`~{B#{a(^{N(4UKm66d z_%-8J{-1U!`geqXB>&!O>7x+y&_RfYq@S(Unk6T9Sf%M9`p3QSwfS_j@;#PUE5e|M zwx_3uu5Kxp`VTZ##j&Om*~&;*A>Xg9U7MvjXy^qcr^+hy?kxVE3f`Hh0HPA1bQaL&K|b)GXlwkwV6E!00H?w2ZT zW5+j7@aiVcdn8`P>rr$z7*QBg@qRO{PtnuoR9cs4?ZEFo^Y2ic$9;tQ7JF7$;y(s*{EOFitZhC;q1AI8XsxIeWcza)L`P|I}70(S@a|E4Pa z?9j95Xk7UU$cyZsG4z+l6Yc!IjiSSYxIqqeL-noHp3(D!abJ$|Y0+-U^LHprj>)ZD z@jjLh^(Tz;4U50A)K~ktKU?f|h(epAPRjG}QHd4tu5k9V=PQUmQ|V&m?(t z^ewC(U(!$Re>$#txkTIQhDJ4R@8s*e)o*1S)=STKZqO>ec1{NTr|Nws1!LGZ@k`)+ z94|$G{y!nvpZ|YN;W({(H;u^;V1G2erx|b$=EeI$PXE}_Yb{#XcyK?{Or=-bHU^vqr`cU zqRZhd&*jDYow}#XXA$U%#Yo#PoKx{c5sfdVNX1)Bd-X16GzJ zza{=VeXo9WVdiPj-$bP!jFHc)&i@sRwfTOAqMP~l#qRMo@b8o_GDiMG{<+)5JqgcN zeiQ$1py=NC>F0XK?U0XAdw1^v_h%g$j_(1}^WB#%OgZ^F0qY_A>7Fz0&ED0kr2TaN z-pFOKu}$5kdgCB};=l8; z;3^J_tu%7Dzw?8vW;ZO#abJ&~?_cALS7&_uMfkh^0Rh%qy$s~|{XbV(b<@BJ`Y=Pq z-vRaZ6l^rwiTlA6j|cSGv~q}99?qAEz5(%rh6ZSuLtcz?LTYI>)k3@^dIk_izDM&9 z_>?+k;E*htZw$0L66Uaf7uu=+KwmZc86N6JZ?wj$<`+0YGwyF}d{SL?UsJ*Dh_Cnl zX|H(07C+IB^ON@fU@x`@ejfUwy8j^hLx0I1igs_df5y;1;)lTeeM<4XJpbT!$cOZY zvC%V@w|HLUr;NqH@O>sMl=yQ#8`Znm^Gx%Tf z7p_@bBYZT5qFzV-l(Ezo*MidE;UT)9pZtki^HUSFS2%!Q)L-DKtY2=+rm0z}M z^#H~)J_*eCQxpR8`!5Q&owc+kxOIoWC3!FgziGX0yGJ+c`r$P8=d>Po&qmvFs%pve zA@{)hTTFxPG+dY-_neU0-;35`eKa0pNxz3lKVR3A>Bv{8ow2OndRU!MzApF#{U!bP z@LN##w{lyUTbgsMGao9iQqeF&oZ&30(9r1$Nhh!9|d5^2Gf8sx5#5=O@p?ezI4aYA3LGR*M)Qd^JjL}Z(WsG_+jmH@4W9+srGW>ak zym-8Qk@HtRROpI)YPd&V_3NhVWIi=wWUaJmFP?&a;`fL{r@KBqH4yVtJ!fRi$T67% zD!#8n?Tlr^FH-8pfmb zcsBkKzHjY0@qVDfvq?d-J%a`!zK}gK2LEV$fyH>9z3sw}^-n;&;Mc z@8t#;w;Yz|3!{?KgZ=9ru5^y=n=$UU68}b}l?{0|qvHD)MDM7w^|ebbKa=^{Xua@F zJ&v{q{p9}`>C0$`J?Ff~+ROUW7@bpLDy+VHL7`_x3w zlzFSQ@@MYF`8BP7%HFDLPxPy$E9wPP?#Fa?w)=_i1=9SCWqoq0;|kpoC*I)u@if1W z|H^FBDr%CSK6AbnemLC+{*3g)C-SlX!chZ}4|4xw;pet^f3Iv!_umvg38SBRTs@C` zg8LJe`I=AR+(*l-3Ne0H)p~q>bm{PGSWD!0q)&`-zl!J;Se&m;JNjeoOrs z%k$f5h3i6#r^d^8FkQV_?Ti2Y7Vi%$rn?%nQ65W#zasjlAE}dnc1sleBk^x~qIny; zn4Qw!PrtgS=jG46b%UATzP8ybw=_0_J~va*&lvT6@^8Mc>b|L#^;mDH=+9W}uV(s= zp1#whBm6zZubEqw#)g{P@%?$4-*3dj-(h#}BVQo>71*EkmofB@_`|r;-hZE$=SzO; z$NRZC*~|3^Jf8c{8uIS?`>L6c2l2zd^)}myakI371unhde7EQp^pDzS8}~S^nUyW~ zlZ>T&XPZyfFxk{b{~eD%Cpb*2$H~cvuSD-$*W{`#b2Oy=&h>mza{i|q^o8`9u^eyi zsL6I+n!iCi`D20k|7R6*XJ7YkQ+WXVH}P-o{X5S;=3PVnMEwIi`}#Js8;Sgh+8M*Y z(0T$UZd+m8;*?$<&mZ8Y+~Iz#m-wEfA|R=|wp;Wfz!q;#+8aK=`8SOpxO!w) z<&&YX58BT&#{QP{U$pc0KNJGb664YHQvbLe^AWv_@jXMLmoefc;UL!s79G4d$n)Qz z(0OZ8)(t>BKG}_)2@s{zM;}bQv=fJ;EJ!~Oi=ok4D#>lTpz5=_8`KZ6l-xt1B&Mxer zgYl^Uq5yl%0Mp@;|BDWHzF4I5RJ=c=Sd=*NXw<-;@OPvijFFGfdKRVb8xT7qT<(V! zcle^&;?EZ2IKB_Y82Z~-<$o9>9+3P*JAXe^u{iZvX!UJFuwSQqj4|wm=w%H4G5*pX8Pv*g2Fg`vrz2(%pvi`Hw=wMQ{b|a)eS!%a7 zPQ5fk?gy48&G#N%&j9h6>NQKh2cPb7doJP~=~J-%;Eb}6ivJg+cpW@^>hgStmB^1M z-(?K`aQm}0S8E&mg8dTzf=mB&dDXI!W<8c?NO0Z;{wXACj&iX}#rv)_U&w<_ z*}d9Vd~c1`!&utCz5%Mtm#O?OFxSvb&EmPaGJumSn{58pQnU8Dc+NRfWzlYnG zPM?=!Z;g5{jlb-$hC}D{HQ4{qer(zO$1SdB)rLNh{xZgXjqF3T-w@Ape{o(Q`iuP$ zW0}t^*LmZ2^=mRe7(<^)J_0vle;A%- zHK$K;2<(&RBaHtCCwfJ@Gy6AzMLrpRwe7mI{S095H2!LXNrzrm(L}yU{1Vui`Ljmr zO0>1lWYlZPKG)1wY#8uxIs6yRwjB2rS~sn$rs%ov&#l|EKX8OMa|* z*yO?bqI~IZ8B71eSo){6E$bH_OLWG5o9vyj^sj3tg)bYH zrk%2dK9at!OJ6YJ{*_6fkMRe+mb#Hk;J-+J)^D0H{;Yd0Ftu-}w6DLl%YErDH;gO! zxX$wd-Up(5a>K6oBM)RRLjFbcY^?Ov!#`_j2Y`v@qb4| z@5Wt!dUsym1NX7WzBV47ac|$j1v>7`kBxWEx2iX>;{AAvzndyO>JqZy5Bw*|Z&S0U z#il7wkxw^M`2)s~AJMZZ=IX-L-7}>B+!WX3u%~)3=;8KDV?I9cxhVBvvr~5Of-}!C z9_i!eF$aDmxOD?RDBop_`szRJh#xc_w82(^+ZCzX6CjMD{?Dt9EwrMA&CH&qf z{!do1{pyZUTYj%c{UA!kFUE)`bbnXi4Qj4`ww>QoF$XeHsO0 z)a!}AJCg_9*?9dW@JNM)7I4 zOXiefrzUc~-I-@5F78oN)5hXBD&ChRc}2B4b$;q> zcVHSX%B%7K?awoypCqrSZL7n=-foli_Nc?tHa=N<;eXE)7T-TmL>nocYvs(teJ8Tt zXwxa(-0v;c_2BgiJdybo-F<|~yJ>}}Z%}?2Js^F8|K#fM|0J*INlDA9J|6;kGY((; ze9X+II8P>iADCA6wqn;Wogb_(2hQ4dP+rSGzD)YT82V54BJdGjufRfo#q;7mwZQy6 zD23?H-+NFTc=qx2$5dy?OZ7gr!0O$Y-k3%s;{rMc%J>>Hp@ysSWoH>rWBlC>eU%mW z&1t{G*su}vLtt^9%NYKi)*tJ!Hg2ZdE*<{=5Jl|l(;J_a+{SpcUdEV@`fw=laO(2QHQ^6htL%v}^oQgn+T++BMZ3sf1^$2IVSn?_`0(FE|Dm;k zMRk8of28Ebapx-Ev!Na!z|~Q-1zvjQi-~9McVp@Aoxa=9|YF&0Jff=W*zprHX%yk?&djjbSgU?_DTFdq1}KV`laD zzi3|{>nDGHEH2>Txz`oncc%3)#(Ej2T&X?nR%^(M)_;sJ@>gzubE8shPH%bt^B7^& zPl*4=Z61GdyHfH0QN(}7&`;8r<2|a*sqLD8{Da#GOaII5&?g>mKd(&lvNQzf5pxGScQt#rMn1Rq|kre1r5;;8rXT(Lb8UXN>O^(|Qwz-1@Yv zegWRcCi(^5%kv9-M&Nh7jbo{D}pH@9(U4Lp(mJS`TCB>-xX3tWSyl;(i)q?3XFti08$9 z%*1zLvn-oeg+HPBPPujNb#Ci;$eZ|iYN$i>&w+iVzdto}%!>Kfw?aROpQq+ky6ZJY zAMt|tb9zq9?PLA*pnnukPT#bP2%8j!{DRvFBYrY23J=@&Z3^t4=u4VYOXJtsrjReS zCq)e0H_`qW@&(FAl6LgJ;HI-%<|_gVex0c{-KAsui?Y6RrlXx*NHas^XSBXEJ6i9E zs?rkqAnDJUD`oA#+WAKOK5o39ujxq8v8t?oPqh9JQb#Nb@ z;>Gz>wQIebx?A2yIe)74s=XznP zOxkCvp{JLvPfJOE>fsr)y02L--=9wXV;Ex^JWbXwE^72z`J!ipRvxeClHt<9LE1eK zUnxE@#{6V|j4?mad&%Lt(bHb)$XBRdz!?6N_#@gyeN?oI{l=xUX7@Ap-h(`NJi^ky zaXaEG*(YQ0mvGv0t*DPJ^RXWzexzk@^VF-c0`@}VrFVF~IC;EMQ=9!&dh~*Mid=2f ze~7?oJOJfbGyoTz!>q9^iN>%zW(h+{f^hx?GV05g3o` zjWO~?vbWo>Y}&L+`>MW%`E#d7^Z4xgtKlC=-|nPZRGPA{67+@oXE?Za30X7%i*Kh| zKV$d<$}a>S#PczR|0DSbT!r&r#xlPZ&-4F(C`9{a=68m(>&?j02-rXQ1A&EoGsgPK zeluqJKXbSI-~KCOw| z!=#@Ai}z=;!mBiR-Eo=B=k9gwa*nqRbw`tQB};(DeowUz73R^IT-Jy}t|AbVyE`=Iqz!QTf&~X-F*FlMBPRhpT@g?;?KG*o==hQwpHot{imDD z!dHfi?_DbHKX28fPvrsl|2wkR2eaNjtF4j9ga7j& z{^vH(>6+er0qmRjo9i4?+J2-x^6jar`55EAJ^8QP4OJeLeD;&_&wW1ZN#umpa(|Os zWL16UeILX>s#h|GJ=)QD)DHTn{>tsBUlM(cvA>~wQnWYv7vnw+(?jFIo`|0h=h!ZE za>>Aaw7!R7uhqIP?h5^({*2}OIs%LR5o7R!pFdF=aID$@_+ygKBeiRLY8A&r-^rgn zYV8sJ$Z3iAKNSUI>|eRv_P+DY-lf=YlfQj5yv?09Ct5%rjHhk%EQxuJ{SuGArm1hs zdJ)iPZomA#32uaHi1+&*J@l#{(#He(O#bR|--Iy_%1?uzq%VwRedY1|Yd`v@IwJnk zem$>Q66!t*&@uY6|Y^NSs(tkd2K5+E?*L~nG=>uaK51zPg zFS|ND5Bwu}KMC`C;MeK2(KB8@E2tBm&pX#8gfb5{;C8x8+O@_Cl}&Ub!n#s9}s`}6z+kJv+6IIm>3SrA))q`r2tthW`MJE&bNLQm$;j3E!=FJnD% z9{6IfM}%W$BY8gZqTF`;vC5mEf3#m>41J;cuE4{X-;A-}BYF!vw-_D&DiQWg{3<-r zS-nNg) z(yMuNu9T0!{5@3#WALBGV~qTR`0-z-17;n*9>jit#{Vy(r$yAcCAu{^UlN%Ae?!3- z{+q^QEd5E*(6m)cW)8vmI*li=_#Q%0W{n^1vSQ$$N&dxFMUktYWy<#*izgiWnP&JH z^+S?JabaqX*A+ENXG45BAeu@5Z%rC~UFXErTWlYb9#KU7lA1{YJ5d9xYF4|nU@Ogsb1= z`b)2@>+mD^Al|>DcqH&E9wJ7pX^<< zi+be8q3O5&JGscPSlvw(FBzl1>igsh(Qd9b{_l41%jIv3|Cet5H^%;x_Gcd#-t2Sn z#(0e9OYMa5JjsjO!5`Ak&oxXlH&{+be`^0c;`N@8sz+d7#E;LxKkv2f))L<{Vf;N| z$`+3p#0Rp+^4Z&BEB8Ai^U?Apk9{&X+M}KL!5H>P^7=BvOh0tj9^_9X->*g;6=fNb z@OMpB^fH$BDHtPvCw&(E`Fny2#)!v6&(}5v**ot1g8yPXD%EUB`6uL~gugZQb`S2N z5B(+m_|~t-mVtGn5P!Mdt)4}{R`U^@slN2>&D|5rx|qV=$iIFo^19Nb`Di2Yeh_2u zkH-7nrrlNJ_1AHKiPrmledPM`=EdTBs)`?Wv--BReT007`v36#(dR>#pYr*ildNO> z@PB0|x&3FfyNBX@1pF7pQ-MYP%vk0RKXW^~b>0<@_pxby#_-3)zn?`113UDtBhRaT z>CWB!BKZ&aPyXar+wmQrv>&G7#{S?}zoxqz9jeH`iQZrLr*72ne2M2tzKjt+NPk4T zE6>MRrxE8nzjFVZH?+xS)W2!G-yvh3bn2?qA0=>n%9-hZyy3q{KYu5N8}7N0E9(Ql zFYN1*-n`=fJNWrG`!5`wwH@_Ln*TRpbn~w^d;fayo9u%zzRyhZ{^NGn+F$bm z@+0y;0*m{tjA1{b|JwsEb4E#h`;(v;IqP9%?AM4M#-NY;pIfrftKn(vFK9h~E;z2< zWbgy}si@F*rJ6-(k5cVHz$*I}Si}d3`F&G?MZPL9@fukdd2%EM6X6v>&@xGuMmG!=lx2J!`t^=zt;=(NEJUN=6qeLaq82jMYC;meMNiG zC9_$5`a!={_Mp^kyrZZ7i(L4p7ApQTM!u@DchN5H(+G_EEAfN-!ygj=G*2}1yQe-I z3b~IMZHR?wXb-<1fw|^PodO<)lCj#eSKB)GnVoeSjbbWWaq@U z(`unVJ+JNd*lN91UE~KezxEWPZ@ad&f&S9^1ojv0pZ&@%DKEl*5&yLbBYvvO@R^bi9XTJ?+4&RNH1T#?;3%8 zSmkd7hJFzJx&eD1e#lRNJ`;V6MZ8h!wO%wYq1tV6-%_b(A7VB-;uh$$Rq>NC?z^bs zuV@E7q%V3dJ?o5nrGxoMzx0Otx-U-*LVucHZ_JgS>#h3;|Dn`7)KI(6(05`#Bd{Ky zM=SLkH%o|F>jnQn^XYf(=JGp!gt#B0)DP;i`NzRFT6KAT{isb}_lJEF{#2s`W6&`c?U~Qegg`kHEMOM*3N)RsREqHgTYr#;asCIWQ~Z zn%KW98AG2)KBArL9m-0coBe9{4aNMl9>$2@Jl@B`=WPewKs+LB&~Vf8M@if8{xRu` zLF=c(M{C)Mc%(G&kDY$0aIDxrD-D)ATRm6H(Vx!G8`hcmp=U@p>?c+JSIHRpH?4=U z7M~A^cGP2Nes0$uC~(rPVl%tuXs7iVzMcOnzh6z{8zleA&N{cfJ4J~6URimPZPA3r zf1q#F-^jG@h4gL-@HdPt2e+}>7=!&K`A4Hw&F0#!H$%R~?dQC&{xGcg{}o!lQEtH0 z=o8cNy?oMdqaS{cE`J;i`H?;w_i8n%~S?Wn)NJu6w-U-j&I=?8wVL4We^j77aeDezQYfAv?ETlCKu zY1ZU;QNwcFD?jsLqQ0T55#7Y3+4+6o5BcL7|Fw^aIKDuW@24qij#$3Ck8Z{Ha7cbN zz3jQqDr=cMK# zMHT14#9x!%2WoX4ZHe!tk$wuikL6c;M|0o()v|G(tg0U>YhQZ4=w!PbJWuki)7^aF z+EQmxk5Muf`zwLve0AnjeXH2r3jTrSuM^Y3>3e~nxKFOE+v34E``&HE_xF|cntP9W z9x@v5yHfx9bqnjg0*WYy_ImpEu;}d<15r2q2)4slK6uKVprz9`aFWU}X>y-@q z<#xj0AC2F@DB@#wzvfvSRJN0kU_i*fsa}%X~H3`^U+~9h1nIAU!nUi3g^cDFdt*5EJn~Cvh zU9lfhHqC84^WMET&{rDIOzqX-voG8rAL56Zrs0&udi(Kze~f!LRz3fr9r#7|Yc@c) z`RrO>#QT6sv*oSdU!9u{dT2hzuotpVv;9{F#qLaie2AZB8Mj>nKb*jPwBBY7hqXW1 zwjIt3h=0v&S35_ndoAO0vupKwO*!w5@yWk6e_F?UujeuN6IK07$r$|n2V=b?f6+db z*V{rn|GZDH>BvVZA8ZjH6l~tDCB84CI&V-i#(GI#%+p&R)tMCmdGu5H1IFMt$wy$J zKNe;hox;YOi}Qb_h3AVinh!dGAH+|KMf2`-A0LK%k^DPjQJ+&3F%`?x1>$=S5%kw)N=Y!pYgh{@qK9GFJnAU z{Vjw4)SocW2L6EY?m7i?ov(mC)p?TAvh3@Jv^oWb{Jy2Kl~twBJ@39mJRttIx~kT{ z#$5&Y*-XWsR{0T~f4JXdN9#%-MZ79RU7^weGJ`|i}>Gq z!8}vVm1~gSP&;GrpXO_0>G%HA>*biA#&0uZW<+^FHrB`OqXLtLwpa%Hq37G|tZtIh zQz7aj$~G4r1GmKt!+gX)8%-OnTG2s92|S*SwyyGS-CfXEqKC2AFDq@wK7Xe+v@iS# zwcEz-Of6Vu4tbEiGM4e$_EN_~vF-!l-$@^B--Xu>-!>D^o2&TE80#bZWsLtXC4Mo+ z{_h_w^DoiP`+cRr8+iSSZS$tt4;+m9CoNU;DUGTxsOQmGYdq5YFFp^!#@VP$S25O2<*@C*RFSJ%!fA(b!&;|6AlkKv)~5CC;wna z82l%CJA5fNURnKr`LMm(nA}ls?qI(``okFY3&wrN#BBaqaXwDZ+b4Hbu6Hs;zC+l- zGSWA5xvk`X$Agz97QPw<|3~)580Tv=UdOBfPy93;aX+oSivNsJuT<6dm5k+ni81b% z5x+Wl{dnCp-4psl<1sek?{g|U_sjmcZu1x1cO?2c`~7!rv)>8$Gs;&OBcCSv1m^FR zDLe0*m6CG5H?)uRxpVr3{y}g1!Qaz-j#@h2zx=<;{L%5qNtdu^SMdM2G@s+qf~4}~ zit{Da_s^A##ruXz$Me2LtESqC`n%Hc$wi;zQQZ+A`1!K`QnHR+fj=Vp90`Mdia%Wf z4zz1LexZ!VU8jGGA6WJb{33e0&P*Tur)m)FhjH;wE2V}K`3w02r{*(8x81W{obM=| z6paf^!{qn2lumbBZY;i9@%|Fc*R6~Cvw%LYrM@$k`6^?hXFPuQ;qTkem^nn&Bf8%y z*tPqv681p(slYWj-(ZaWCgmTZeGA)n_k#3sPtP|H-#bwD80~w1>h{CXH}Y4EF(1iC z-~&v5k15?QCr56>eKg_+V_C0atdq#`zQ>WW2L;ufaQ~nD6Jy+$;qj?muCK>U)3<2{ zb-*9eFUC^87=vFte{QVXx}712e9bS+5tI!v2Bg@4Y?3Qen9W z{HF1GKiJf0ali&q|5f&Br!l90!;^TQlGei*_Ds+BxiHq=v&wmykM;R)kZH~RQI#ID z`~?2N^6T?<&qaeeAy^+jU;1Ks|7TaB-$ZZUy^oxA2M?9`V&D9JPJLgRL!ZfiF^0Yq zJpzwof4~^~UmlO1m;2>@O;;|j)B6(ine@xKYTq&YY+a=PWeokGe9yU7;Bk%IGsrK9 zUgt?&eXkqnf_~Bm=kRMTm&`ZAA9FileNo?VPCek!dc+XKPu2I`lmhSOdI@9jkJiH& z^pSrP?R=gkpBMWxZkO_M&UW~{Ebu(!P5RJ(`=p2EQ*in{Z>aAKl>9# z{N?syPwyc|??N8*`~b%p`EQbL<9#^Bql;I)e|$sKyOjgH>I{E>t_AW%lIMV_!G5z$ zvT(jY`GCMN;`t4O)91o9JB<4@}fA|gCE4TlTANNGq*{8V5gky_fzds<_QGeq3=y|M{@tkY(Ji;sf z@0H@E>xOZmOTL6cf63lmzo{LFY%>GTAyrKCR<32X6m$6PJ)9b!$ z{YOTcb$LC54n`Kd>tl(0gy}p# zGhC-@ig-J8^42>$jxT|KAp07+v!0jz_8*96H2=^`+3Bxx^{~HE-DglT#(Id~qFu!2 zVY@8bwL4Vt|336QW9T!{KkTykPus)8v411}47Y6EF{rpe?hl7A{nBWXWq+A33_p<& zp7AzI);mThYjs~T_=1$jh!5$NoPAcycrLKWuSZ(Gj-QgV7W9z5GM4^_v3TD^IdV?_ zN^dKll>8c5U}J0<(pfi(>GgCBs58HI#s4MIe#o=S;JL?V1j>A#G5ja3Pv8XBFVB|` z7L705jr~07`>5*Oy^rlmmG(KR#-%!8y%oqWNFPUeB=^$I%0oSy#v8S(d}fbx3lYy5 zU)f>2v+W33?-*5b<>&C+JaOMoImW@`n$N(S@Tb&&Y!x57?IA0{Px7yfWxN|(Z`QC(b%5ps!?aV+q3^N#Dj=hG?!2J`DbnK8)=i>~gzdDfE@+>$lr_%j;sP zzhga8=k2mmLf=V0#;%#%K>t%~=qs&vY;KjPpqE2&{$j22PmFONhxXHB|HPNscoe~Z zkv@&FLCvcIUBwq~`^G%=*q4_DcFcZd+i~=*=H79zUPw zKfcqhMp8e=>%D!_ZDyvo9V>fIblayjlgk@0^e=-Y-&mdG~O2O6&puO8En0 zSx;q*`>n(u(JuJqHS@(*T}La_%eeiC-_!`#G{~Fu+3VfRspczJ;s0`po{0wGntyUn zLjDy01s3&U#&Unc81obT6UW9*-`hVJ{G<5H81)b04`bN-KmBFBMLh4!^iDi-Ea-Q_ zc=3On%89o>&NYvG0R1I-OnklX^TE0^;I9Hy`okFdN9Q+;QD3KgNc6wQ`okFe7t(jp zpYPi!MSuQ(J>{gXRZblL_5kuCc`ydQNS_$X{WD|mi}Zcc_~}np7cT_;#P3NHt4_Kz zC6^YdGjkAL(_?tdmN`;r#3rzy@Kh+mUl7=Q57@&rG*KVex9oor)Ny-996#0zR? zjQbTd|KuKTOKx{)0sAHUVJ!Xa z0`vEim5h;(l0RWA>&1*^eDFS8b(HbUCUQRS^0GD!?H)Xq(i=lL@ZD&L*1+YbC7 z`OkQ~VuQxX*3#Z)l$XX@)mZ}jp!S*ehPqoDKSVxA^v+zF7JGJ19qjk1-LLu#-H(gY z;V-D(<=19P?6jmvdEVjIdCswv2NmDjCw}Gk;Vv~Z+7dgj|*2< zd=G}^n>{vZX2$C$lAhTU8`@a>=@0wk=LuuI+&|T$(&kHPkk&qx{>&x}e?a>W#yAfl z`WQ=k=FEvZ7_Ze&+W*`|S^D3@R^WT-BoD@*kN7)xaa@PRMqQ*onfo&QN{7u4q0iJm zKuu>(U@LRfKgk~kG`9V1^g2nNe=ru`+f@cwtnGN*Mqi^U^CRHJ%j*;3oNyjb^ac)p zv^1mTBCLK&wy0!MQ`BCx1W27aG6^i!A{E9P@tYSXn`7q?us{4gX#^67# zXTjD+&8_Y7LyGk1`ScLU*|01K!Z~Zdl{(F(>i+#qgD!#Wu&oA^pd?UZWOWmmqohVk1oCv)}s54q2m9_ zl#9PNKR81p4Eo+nr4Is+rSIR1cI3y6|8560#6QvBndxVY`#}^B8Ka&|`n{z6gAeu( zChNUrdY3HTay9eHSiNDa4@*`wQ@qwJmG$f;r+>w~3uq?wVaeS*_bxT6gI-$y(spsd z@3qpfUdDrt&54e!`2Q%9-_lL@MyIxJFYDDyOB3q!t9%dgA^L(VMRi;|qNDL_&L4w4 zD^2d(_?J#Lj~ARebadM`?XbTm{sv$FP;zFHt(G`X4F0}0_Tt95*sqa%Lagka_VyWv z{S@Pgqq1MlH-f$rJt2gp{6e;vThCchOV(FHB1R~NR7wKBC_h-{{~~MPoQm)Lkvx}A zof}xM!vU?8%i*+`LB1aqQ?xzdU<@td_P;cvRa_d`p)I@JZNQo&F#zLZi0T=-!n$Mq48Fl zYwu{47y^Gx>thUg()cU)KlTWn6$pDH{aN{6rT=2TeM9}2=ofejw}+bEJ0Cx75A2`h z73#RX%w6lQ+>e9~iF7ya;%+=o%~hq(q5ExLJxxC&`5&4-VY{X8MEGa&hm7Gb$lnSq z)*Dtmc=VW$E0M3z{xr;F)Eix854=A{^oKb#I{Mi2hs<|Zjog%GJ$WB6t(P(U0nxi^ zeVYb1qw7OnjPuu&b>EN){t>^zZEn4uuDiw9j@!das+)YCP!9h>@g)5Bnp@uu7aBY8 z_^Ye_w(vYZ6#7cfuTCv6F7MdMuvoj3YW<9Hp78W9{_xqfC zzxuuZdp_>#b?>=n-*fNlzFEFT7|x^NeD^)@UisR)k>_9gUhWz4xzGgc5&6mRD$=+8 zzUs<;8%A>fyT5Rd`tcKU`TP&KhF@Jje=)2-Q9lm^4|D$&e3yOSV{_oj;_l;DC_z1f z+7W~Nkbl(9zK>zgL;t8xtex(cusM)nmpJ6(Y`EV7=W{SYw|V}nq1^u-OgFbrG#C9} z^inau2t)kE`4NWyFGhVK4D=v<2aEUBAGsJSdxZ3b;X@=ZhS_<&LqivQyY-(3=rj6{ zLyI&`72>afzTx~1Ei&B}X1NL4k={e$cPw&-RrC7Rp~TEpmCcU)yuzV(joL3FGT{FN zQU4B)ylq>P?*R6Q`b!x4!}%PZrv2veMA84fV*iKt2bKtIQnGfXf||I~0iNBdpR(`b#@}Udr`fth!1P`A^R)CrBFq+Ya`V&<^*d z_|KlF`<89kcuOSo{(T4P7aP~gb3sJvV|MYzcYlrX2ke{sGq&?>A z)ngu;b9yZe>$qBWvzQ)+lj*z+VX#MBFEG4>#wQH&K>K2tzPGYrnC;iF_ZO19j;#-D z?qSi5$E#yWTInXA;s3HF&mcXBf!~hpa5U|&(euE6%=g**ezbp282E|#A!}##7KRs- zy&Y?bcX4}k0{kP|-|@f6g44gN`2H4QUf(=nQ*okaeKzFpD325VaqClCI`jB>GA1DX zZ?{gc9!35z%<|=kzDM*X^?3vH$9PN_>MiIm2t#~F{f;<3cG#rAX6T=Av{|t2E-S8*OZ$9*6Xtj$CwKHCh_{5$fORj00UV?&$IJ zX;GI)R4<7OVc*BuMC;tHO4&33;wSF+5(a*tz7dA=XV`yCpZxEoL89~Rgq`h-^bU#s zZ(^fZKVlF=yhMK#bL#QphSB>WpT>AX7~&!F_l(}?&Xr$9^$?`@jQgFaffMHN^BA!! z-2WcS{LJZzbAH<^Hq=1ghsKZFY$@AOXR<2ur*Q`p#=ZHa5Ah7?JFC6I_|f!75O0wG zXHU+munKtlKU^?6roQeG(1+`}vws{6&E^ZhpQ8SqbKF~yJ>DJa1Nc5+CAJvkyA7ttOFLw-m7V>_Qedwv|F2iw6v6Mcx` zK5671Jj9i!{Ls<46Yf0Z`9S<1fiS0!wX^Tr63?%j zoiQOr;uqO#(wXl`dlVmoeqlaB82UqdPI_{sTIr|g|Mt)x2=nu$$x745l#ja(`3#B(5(62{;e<`&Of;+QvGGdHTb_?ixI4_m_SN6Q<|F7}=^F3?=do#@df+F z_SA_VX3kQ#hx{GuH>vJlj(^dyDOvVU`c4Zg%S?O!9~EQ9n~p z`Y)5QwSec5{?usYWp%=6sh3jo@qNV7VU*vn_Tv(5|F(nt+dU8UBaeUEK_6$f!>8 z4ejsJQ-Q_dF_r8-Mw?4Dn=X9ZCCk^>my;xN@6X>2^k9FNuX!&}SoRe1@%EV2|F5i6 z9BiPe3hiirS8n*&HXMrQ=dsd!Z_K`=s|)&p@@AOr=cWA~KOx|B8rT1;3d2X=?zouO zqpqsFUU1mP1?a=^ugRDwzO}mw@z{&u#QgsH)J>y;%tZBk%pVEEc}=tj!oY7FkF~S&de_qrwLEv}#`nw9doH{d ztosT4HS#}w*r>)$Rg?Jn#PqLL($lr7Ie#)ToswU8rb51i{(~@_M?wF=+FgjAOv@Mb zZ&VM#c~P8irmI5u$)3f~AKFKzkILY!uKU6NpnYVnO#0G#+Z@&>$PdDB-h^;#wC>Cm z{JtfdES)hasUAo9dOEAG-l3NxdjdbvUl8W{Kp5f&`eXL|5}JS3FjtTJz90DdDl5>n z;gy*S$PeY2RcG9_QDZkhZeX8WdG z8ozc7;rwq*lC?UU>?*5B{AO5<^dm=m%mK^K zSKxdb(vvIs)?2#e1g{_D4xH)Om@ysplaM~bkpE%-g!z6cVaVr@UpLkC%f{P_&f_Az zH$C6Jn{@n_YOIvM*k3SwN($|lu*!MhIQ(oF?u+-|GYs;Z)UN%b#ISa_p8O+wzn6sJ zzwO{paK6+I`B^)x8czJAc36)ge{b#-yzm@b4E_V>PZ;6_>f_CCDqZgw>%w_8#CZ~D zw3b9w@%mq$%+Pq-@t!g3jaVP9DSOw5V2+z2vVSx-Hu1D$g$qG-FPg*yqCgs2_yk|Kw5M3q~~0 zxu=^0=S#s-wR@UIgOdP1>}$OyDO2Ie(w4~zTUVy|Jche@2!E~xW7Y~`%~6_nD}=$u)~

    %_LGKx)J0zR6Kve;O}sLgke0?-@-kmel6#h^ZpC> z8oQp-S_u9MlEII29-V@G0{bTn{UiTaJ3Aluz(aTcoy84c-`L-S zz^v!#E$+b2!D4y|!+03~2*dqs7;g!K{ZRk-KJXv)`N3}^oxP1y!Ji|)icIr9CdMt2 zGbjBla@d%;yYnD;9_L^5(dU-5%yiIioNuv(+IEGyj@_ZWYRvmL!X2mJ4Q;1a2KyK>ItLVXVDE76?hpd`PS^QUCaqN<#vBp46v zmEkEQU&1gR(pQom7E|}_6~qtpS0z7mG(5+ThVv3gA7P09NFT$V)L*H=lc2m){kgm! z&RDS{Wz{&?FGu~?4I{18#S9{VQ@ z`2o`N`1G~uRRK4lUPtYXOGZ!Wd=Acw;e4O0`e?Y_)m8NiwLhtB`sO<46~UicU^`-vH$9J- z>+{psUn(|B2lD-#r_G7UO$X&=3W*=j9FA10To8i1QJ)C|Kasv?->WA4u&a_YApR4E z{&2i!ZMSaS`5Xn$BfnqVel)V*roKSEftbD*Mc;n+_-g?3MSi_hR+um(=qga5$s2y=aTdHjfi_mniq2k7}%j>l%K z?f~^@#IGvL>+HSEAikh~d{xu=YWkxV=nv_6^~204*Vq>1ZziUfFz9!8F@CKWKc#S1 z8{}8m-|O>hs)xJ10{y}F%e8)F*Bw?r2n9o(pEG?F| z5Z$MM`4wT1FVb7t@uqFZQ+K(%2m^oGwZnNO?7!0VQ}~Vx8+m)xsKe^Q`=5FKU3LGk z{Qd$J&_}c;=3SV?MCWwiFZv(Cyk1copkpZ9@eufh z?X_E<=pQ~b5d01DtM-(HpTgWvkYD0_YHJTGm6e=>`XB0lZR65Nr^kNqy$9;U8?~r_ z*;b_Uv@Vl(X6*-JPQI>+hwstkSLp>Pt3BusdkUsW2 zyDx)bRxhv9KNA+DAo~Au>K`$jk3)K>oqz9HH+%hDgYTihUz|@}XfLaeGfwmGv+Kgn zj_>2!3FJ@xRV;|=a#D2u5%sTLB6abFALA5ykUZ)&zdC7Jy@&pg-g;M6hmvLHJYOda z^-Pp6Veoe-|N3K-KXo|*bgn>Uu4{LY-e|T|w%=Md|hwryA z9=siUeUIui(f=1Cy>G`W`S+F81dRQ^jjI`Vu&x{A3#e~zFYldvShFub@B8j@^>Fjq zlfb@EKM3>u_+4e*(0O{6Fn{z@#GeMG zoyIjzE}+kN-hnXK56Yh~%pdcOhE5wJ2OPKz_R$W5y`%m$OwF!QyS^UygZ9-B*^r|( zA^_}*+RsG(^c?j8=+zVZ?*_!MpM(1mjk@7ust=d*_}gf!S$<@y4v&|OHy-?V>!Pki z3dxT!@Bf3dm;B~Y-68+R@tUMQ4inxz!udlO{rM<}*gjuTMvMl$!U~2l?Xs2!njl-kR4H%6TpS#r<{j z_8gaM(H^khgZke5b6@SYUB|$`qJ9wO^$6C^;@fBGJ2!_#wt+n%{h#HvVmgK2f_g5F z|9S7mNz1oi2mWIJgrQ#5uASFcK1WWE)VH1v=QWW3pHniloTs(G|0U~-=l3PjvE`D~ zWY8ac|I3fUn*Uac_9qa3?RsVXRNI@-j`;#%J|4sDdtvrG%a^`-OdS|&upjgV_5G`t zo%4~HEO}$1|LaYU4&|FB!FmAokubz7jJFI|6aNUq{BS-kcIHuOj#K&fjxCv zm8{90z8xC8uQpqB9v}Jj-E#7#)<2?r2j%g7YQVIO{SU(a63+MgJfU@udl@``V3_`2 z)aHBUl40*wZ{_<*-ybK`e%LtSfBm<{ICO=}B-#0fANsGA%OC4Q{*UATa2lI_RmBeC z5Bj4Y!NZi4{gr@zYDdiZ|Km={uXUPc!2AhMO?cI7`U-_4nt$u8y`htK%!c`+KWe={ zZeM`IAfOlR<)?IEbC11yxc&SLjSZKaycgQhehGvABR_vWpZTt-lPToGIKQ92pLBeF zaRB%?#J@hqBn}u93-Ji;sm=Ywy&KH~q27e^{jHO=u2%5`ufG!J`2t}WAIJM`>K^rs(@K_YrSnD-irGZNI0f;RlB$x{G*tDhQa@e#}`PfJUq`~=K!z=v40duY`pJ0w!97e zhdAFCNaPN<-j?{D>4QL`HS_N3*=f)}z5l0Ep|SY?X0d-s(>ayJokZs!+F`ceFOW<< z|Gr0o7x;IvelrZ`Ly=y|EMI%IE%gvD#rcOo@{{8QGtDZPub96Kv+qv@l0Tj}mOnlO z@et{e>gHDzY<&gj!}&;mbl6a?@PNr*ATxX8i->ihoSqJ9ZOu8sQyD)69UP-(eKS$# z{OmBpxl@r{Hnih>WKY%(>bhn+@Du5gjs9N$rn9u-X&PUy{~kkIE7A8CV*e{34D~jg zuiTJ5bGPO!Vg5`Yx5WOb*GNaG*C73J_oqs|b^QS6NyPc2fH3$YvAzrBN=yA8Sp0oF4}()@1F?>L;R)ju$|>oyq)gf7RW2;_S?NwbbpFipE#y^g+P8@?qS`U zH*EbNkY9Z_wVReR^e6V041+$4>x~RUyhZxxdA2_*kl$p}yL9Io7XLV=dL+l1=zkez z{!JjCq$X`+d6b>+5XgUg+30y*68MGVDVU7-wBuDY%jX3OgOd3wy5U2#ba9ZlWmz`%9s5Cjq zb#uD|{ULt|L;S}1sg4-2daso�&BHQ-SJQw_XZgWneudj#mQJosHfq8?S;s;PV~L z4_>+5xCy=&!ufYRc2mB~sz2bLsU0zV|AF)A_-w86iHBc-UU57V5SF0tbr=TyL;iGH zl(^$w>Nco{VSk-oPdf#a+93=e!%c8=xW0`c;1!$5yy?gQ}x<)xLKBwe?@0Q$rC2}3@C z{!9C~@##2?y-*JrE#@C#h+pWR7^eRt6%c0YL56`J;`I{4;O~*&+Vu(wPu;xX`%9d! z_Alk5gKXV-yy!Mk{aRL;2aivLWscJPyIr54P<%5NG z>geBb^HUiN{6_xi3|xKv;kyrTJ^|jm#*%HQFF37K|K=Xr5kE^)c)QY(0`mCVL7^=R?xlEhCO8$yJ~ zNznanvfF>ENno!ypYFdcGnS9{0RCWqJ-W;Zt*==R`%UdItA`4D4Bqs?xugQ@744%( zVx7(XhuZ9Z6hV(Np;^k|72q#1{xVGaC4wFwn+O%ic^K3egV&=|O8)GXqw{kDL&c)Z z)suZe{>V?mOGWkyf4f3`6z9{c;^vXmrK0bc3$)ve=>I93%TsRMa_Qmk5|A*aXm*sSe5?INziY2*{ZmR&#?X!uiqJl_c1=nwgAIWl&~qo#+DU!ecAoD}W9^yhPshj_g$Ak6K{GF>?9#ZyZ~ z+V2urmeoIb)>i}U3H`lg-SMM}8hY&eegR>2pM}6m>1zFUr=O7DBR{QDPFy*Adnng; ztLI;I7Y(ukdqMlLs+lCw_i<0?AMM$y{)tz_^-nzC=mO%!QV&e6+d|XJHS!K;LY3; zs5c-#2O6E0)mD21`8m#i;INuAf${m<&(%Hye}M8L z%;hz(a>>lXoz;MQiS6Awc=H^Or>>xHI3Md{hNn~?slj{+pEmsJa%T(pQykwqv#==X z$9{-c)c#s)gz@}j*?BacjZU)a^F9@j&smH6x0$V$6@RK5*I%2DRoT-QDZur zVW(er&kp*|^I@UU7RM*0*TKHfzY3=)lm}Yxg!qB-v7HursQ;`Vz<-Q44DZ2ur@;2G z%=^3WUqT_IFAOvJ+lCFBcWaY9#5?LQHlb7Ri`S*-ehR^$rOa}c%c@4IRE#6*M3-tCE z&zCUp8}*B|hmikf?M&YZ!}(gIcd-AD{q?6d^Y!bHC2I}R7KgC?B*Bp1AERx&N3i;; zVCamv#bYYg$!7BzSJo*Frjq6Xs++H1`{>a?fupRUj?QfXz zn>}VG_6p`C|6v|cSKszH0P%;~i(ag@HG2W?BY%dyX?c==;S9I$;R)|O^oxyod>{<+ zLVgXek$vOunGE!!{D=Pt+Gwl3L244UI~uxPJ2z_#ypQ=5VRn8;;MiYsW}}=PjED6s zN0)I1AtT^#HAtTwlO5)KR=fcEPw&4U>~MW(2UzdodSOItuf#f+MxM`)$luoIo8?uA z|ERwslMWdU4)g^6q5X~OFwrD$R3YT27=Ib2?~?_iRux;m?-C33dz{~>gpf>|S@BSB zKzWWzFNME&_W*x}^L3I~82NnULw3Gd;H2O$y+3pZtZxR0^@lLzzeqn}$PaOR_B`#E z2%J8>+*z(P1>}SBV3^Ji2}Wy0*gWgs2KI&Hk3Qh+ULP}wuRlf~%~ub|Z-w;(<{yMX zUr^siCm&0FdhZ+9FV1IlX3k-qqLtj9M;BKcsWuIR^_+M=LNK}}%6>_g88Clb?-B<4 zKz~CR=s|sA?c<1khD(Y6WBdzmSw9%Z^?A(oCWWA3qW{lYD&`l%r4oz&#nAtxe=+FK zkbg1QXYYS8_zUrQ2?6y7`iJ^L80-`2W#io=d5@_tx1Lir9q2*+j2%+8yHK;7o#zmY zb-(njd*3Ti??L?-n`rzYc+K< zsJn395dAx0i1*k(Yd`e=Ftayj!%K%Rzw!in@%iyt266j()c}7{KI30}%Njbcgy%~W zw7)8Eof^&UWkPA?(C0T#!+tU9+r%Dw{1={>3-T7b&2kmRp3XRCp$(8W^6Vfx;=&1ZL#rCt|LX~+Zu6h|P$;TTBfV2^J9MnvErfi@T&!QN!)?Qq&d&t> zLVG3*?Kqz6)Eh&bPyff)d#?U*EoRB@KpvL({>F^_!5db>ddA{k4EegjzZl-9{%_q> z-(`4-=NE3H+S+q!=sXFwyZ0F$mvX=pFv`+xPR}#^nZ}zHkWy)9 zB>H|0=RfP(*&liJ51_t}{WHw+ky+VKt~tn^hyL+-582O^{$*<5&yju)<-iwanKj)0 zJ!akfc(N%~fzE#mW;=$A`e>;M_KMHX4jNtizNs1XgK)0p+1O59I6brP3~5@HVZ-ZB zbG9C>cK@6P>j|WfFwd{&L`2^fj1>L9GWN$X%Ma$fSY6$e)&lxQ?TC4PIj6a`K;@{H zYz6rnhVv*NV3_W^7tHNwwsqJx(RoeOzq#G>YEOEqga1YP2!lPKzRtDiB5UHm3*raL zf9~*Gm4cXoAa9i4+~b{euC^`%jPa5%&rjwJ7&YeML`%qb&^`%6eI4^z!f^f-{WoEt z5Bp>9v-Krwr}HWT!tno)NH4>#42RFm9=6;J`a}88d%es!-*^eS0B-Q`5S zCHEhMAs@l{dYX0l^klswuLgU- z^*F9mc<{md2X~_xFSdSzO_K5k1PqyOgQKq8%0+Bxqv-N?m zbId;dvA4i}ke|LO*%PPs+$Tf#Eem{`uJ$kOSO)P3{oA6#`(Hn&Idc77tXZotJL53$ z3;Da)>Cf@|#p}QyB7KV|Z{G1#-VgG*(PDWJ27SQw9AQ|GAbo^kzX0i3y!*eHIh~Hd zc<9gnd%gax{Hs*B4+Ph%grVMz@>+W4Oy3ecU7!cYU#4ueaFusFVC-*MC;Mp)mac#e z#q+dUdW**wa( z7-s%rdB;DGmu*-A=dqEV<+g*}_V?H0@of2u?a^bF*uZ?zpR5SlS*){8L5cn^QLy6J zef`tZuh<8rlVmzw15A)Jo%ua5^k>yOA!65PZ!^q z9(RPlzxr{khI`pskPq(X6PBg(Qv$-={uu5={9*62`seCK3Gb&4n}B~v&+6}$yU%Yp z$G*=H5Qg}G_DGo54+9Jm*GK&6CjW)}XTZq)+NuimP;Wu~B@F$y$85bHFxvgl&3ifU z{T0R&h9gP80|Fv^O4VXvJ&*o*jn3!&Yi@1@{X%-yWOxO{Y={N^puVhWz89Ahs1EvJ zCzc;!*xy3?Ck*$2;CSqL_x2e2L;kY&Sw6rps~58OnSQMK+~=*sEk&RY{r%dG^Y+Pi zO=0()2-fOeyP@Y*1M)_Guf25ahxEO_aK9S*gLU@V@5bf60)K(+>o)7$XnoX~%ZD)Z zkMm{iTBKj=EzgXXag|oqqwxvDc|hbpYiIV)Fx|f*V7Qw4Ck*uk)L+6%98dfD*eCuP z+}DEitUvV2>GqK`y#BpG?xJ_#Pi=O;hhT&0t@-_@4F>xZ|Njfakgp(p)XwAW#?>F9 z@~(D`a&4SLw*qk`$vBjSn2c2y`yM#;fF@feP#{WZcM zf81{)%!-@y8({^))R!ItJ8(LT4#p?{+1Yf$gtOb_r^s4rU(1AkF|Th$bGbwBxV zeb`#i|M$2VA7Ooh^b&^k5k9|7c5>qe^;~uyRufDL~ z2jihW1jiRC9$VT+&!2b7yrxr{oFM@gv;=NX{!l&<92mD5P?46x=ZP0*l`2QKq@An=LK39>~2l!9z zxs@vmVp2O+5P$aml$ri*?_bbAYA5`KN99%#K8y+m~X1NOgvz?Z@A!*8k3_pE~bA<3is+|Tp# zbo;|j?z9NZfqEd$Z~xm8&u%kgVSL=LW%xYxPndmAC^(>fZlUd(I`9|h9}gG`%kDVU z0e^A)154GeTF#mW`i}Zfn9GM@CeH)c#*BTZxr5ic4pba5p6bvE>dEvzVyItH|G!?j zm)+Yf`-bfEpxTty@{UrfgGl}djZC&2@l4|D(S!f_G{x6C^YsN`uAc{k=eV0ZO$Che zAq?>V<#F)fnz@sLr-QvBzYb>KEl+t^4*m`4VVLDN3^V_7uyEn0(9p9|3&=koGQ86E z%UX1Q7`}g4?(_$n#zq(q$0y9=)8X9;n;sq&od?C|kLb+a`J_G?{0;8EAK5!U_+6+r z$OrY2Ft1lJ%+AY%4A*WOyuYO54Vqub$+z)gRquGcD&*cSUtRrQfYH7~C;y38i`xbL zp?!s}?HF&SDcVm%dKhN=*`djaVZ#%CfImTc2rJY5go4oKYfo0q*#h|nz27F4es`qk z-{*1uVJ;a1i{4L#dI{=x*wRgRrH>YJ`wDl-=upx(9rPdlGhwi2>@U2whs5bUU%32_ z4%p!}G^`%pNBWPt^m82PxElC}@$zWehv4r9XW;+ZsQsg|y4wn6Sid4Y#|+{}dfI#Q z_;GC9{r6`iw{w4T>~Yw!#NY41e$XEg2K~VPj`s;T80P(k>(lWy-nZoQSHpZ!zm5la z_qg-%1n8%M*xwR{^)K$v5QgWme}-=n{l^P(PfFM;Ks?3qPW%@o$f$DX`xz&KEgr7@ zqYnQsh4MTR;kGp6NG9-)p1&|-%dI#ys9zvGC&%PWu}^V<@z5Wi^jbD?g7E@4ABNAL zjP1X%Wkv(9KM)4{Y}XF?5aE)Fwmo*DdO6xpgigeY9uIs#Uf52UuOA|Y+1=iI=Pb9+ zh{BZS()by0-UapPRD7VZb6z9RkL$Bjna967=T-Cd=Ba0G)h)e6-@Bkb5C(amyd(Rc z?0LshbUz)=H*%bs=7aaSaDEVvnpC0XY^ujYZKZNn`^!w6vo(H4BpWygW)`Bhf`zXMEBg!Xg z?yQKtdq>0g_HKcU`F&+qtt!OrnB@DuqFwg2rY)2&u8U(DwTbN)uXagDJb z<_+sB)aPisD(fbnXW&n;zvzP_N8Op1$@h0+I$U^h%kMX@zr`3xRm>cJiTiiLJl@3k zE&V-sjDjlNr!OE3`}N2#!myr3{>JR{>RUA?2J{EzA5*<`Oze;E+`brYBl^zx$t`R$ zR|Wp!`hYO(FJXLOnC^=a#2)VapI1y9@MnwIo(My{>fH|aqI{RyVLoVIgkinV9w!k0 zSbuE4AU3r0#pA%`@IKNLr(*fvQMo$MN7VPTGxD~iYHWe~46yy|g22Gb0Xg8`QQm~X zKOjHO9&ISFe3-+&*B6{ED7iOntx<<@v>qZ1^GEs!L%kjOd#=yW^FdKJxW79W9Obnu zPjr41^@U*;zZvdD^CJxMK>Z-BtVcNBI5G2liZA~jgfQ#}A^n7*-iq(XPw(`2gwVw~;>HBa&l5auI%{~6y|0gZB93@=58R|>){NCkhi$=77{4o9|A?Eoe&K!(VW1cFk70KHoG`4Pu>WMkt@^>?L&08-i1|kt>=VyZu=dZiUqTqhv-Fy*K1hZyaCFdoK}3l|?N*vdWt`$l`baLqflXZbOR ze>nbytaCH8dL_ep2KjN(;7Hr0yM^H2P@gY4-2G~^`K2s7kA89dv`;Qt3!uJ)?-Pc0 z#K|TmEVK`;XMCj*pTQ+ zRkG6F*4P*B1IO`FyR9s1TJeal7gGl+9`Us}FVFmaYK8flzrocYZ+advoY%$iFZsTE zx#qkc+@FE|`qD9zThmr*!vDRXJT7I+P4PND2=03){ILIx8#Y;xpCG;*7g@6P%WtSp zBY!Vvk1eQQJ5p&O)$<6$el+gSGi-w2*9#bC_DLA*5BtAjJli!m=N9CD*ngUyn?;eV z49^GB`p6!5wdWU?f10gvNN7n%?*G$XVlL2J$)VKW+WF+7*lU z@crDh*e9p`CS)q=lYU(_+4Wzn(hm5Z0p&>;>=F5S_3a+F?^f2}zp4FCFK^b|4pl2{1_D>kT-=hAoo!2v| zT|S=Xo8B{MQr#_4Jq7hSJz7!n;W^RwLr8ymvRvSHt^WYy{t;o&4;(N3=1Ip@;}t<3 z$Unk-ei<{mM3((L2=ySe$BZS_M|_;d!T0JYuZ+MY5pnh^e0`pAp;&3l_My_g)PKf1 z^Vh}~MfauQd@}#k6>IdXh54XAB@FS)MC?CV`yx6|$#5*?Uxa}^oL{!`Ag|sM8GOBx zZN7HKwpU+aJoFEQA)erTv-j;a?Rx7X@DKTw9hM{c-A03dZ<&2z%iOmMl;C>?tp5`R z{Y3h+)9ofY+$`hzaKqQmyLXlyd~ZBcOh3a{DBrsgA<=Rp$)B%Z8D{JA8=3cF{IAFG z`t6PUws~W0Gx_(ugrVMy^11Qh?V-m$5n#{gFLR8C=~ilIaetIEWAUt@*iSrv%DL$I zTUhVI`JYqb|E{CO5dOVS?&0c5{XY(e@o>GB8?N7}(o&h-H!R3)>gDv+T6BLrj(;+^($|zS=SN#8;+mnys7Go+e(RF3}3qXar4-rpg*XOd5HP< z3b$5Y_19^bk&HDi9^W0=nbvAhU_e|7j51OL!oSUZc)gt>pcRaGltX6^^; zUF08O$ahdagdtwF!?6BB{@hL*q7<9F9qM^#Uw7a(X1$sRKwmF0J$JMw7F`%&s?6#G zcdVyv=^nou;tj^LI{}Y}#SE>0^%3$XzsHz^J5|@g{szh;|MDD{xEYI~euw*GC_-ilIS>!X6NGS^JT9Ax)73GPl!ib=b&ALNbvzPtGP z)Z0&bgTE7s=_L&FHToCBdIa-BYKQCw=g;2PB>GtU9-7bHojM_D19G81%zqf(OZ>j) ze9*s2_Z8Gjkbn24eX@A*?1CKAk9!_1_dWdAfPcX8?rmIfGhHhb^a=N034?w17Sl@@ zS;iyvw<+j|1`JulnoOB_x^SYkEe~jmZW$v-|b(%lNetFL83xyTdzaC3E zf;}RC3g1*n-rlnT=t222%+4DY{tZibH}5#aPmEs=q#jKa#O{(aqx$TFfo`_xYi;Bc zN&XL3F1PxX^#bTeei4RxE9%FC)uwV+E^o@s^5`(nMd;sbvS2tBby;Lw`*e_Umzc z!n~eXl=5j{PdJ>in%*y#i`u`^;3DMH*njbD?j`orGWWH`F)=k|qJ5dToW%Kp4JZ_VEZ z`@N{Yk6UwRHf(Ey^$qIB6Gtnf-2J`T{gi?yS6}us+`9$ZaXn5L=0ne8JFMR&#q)XE zDR5av&vhU#^aoG%A>^VPGor<)Go`t&@|L+-^+OW8g&pXbMV`*)u!3HQTce=l+k4Sk!|%V|(MVP$sS z^2M{)Hbq};z`vmUUi@{)Q)@a8@uwZ;>&=(DhuvIWbf4Sb%Z!2me`^b{=VfAk5C;Fz z>t77=Mf#~7*8e#Fm#>4K1%ICo;}foxH0__6$@f=Z*-Xk&`q~xZ0ovcIZ`)@r{{92{ z!{=Z9(V98s}^6e^}pQ zcrW>9!mz)J`50lCAIg)p*SGJFpYLPOYZ1MKVg9J!73H3`HG)MD-*J8w<)we_@0|et z73Ehc;eO?(%50u5RmxS*8XK+%@t@i|ZoHccG}qJ9wO`v*0_x8pA@nhxjRQ2sTSJGYK{*8${D z{XIRquHw5Htk01@H7zPr8|p;ogR#9J9E2UK z;`%|D``b5(8w9Zyt8TkrYkHL; z_+#w9Ztv{oQ4=O|dI2XzK-;VFw`GWKUn)J(ucPXR_5sq8V&v) z$9wzv-qw59262D>ZqI`V<2@Z=eyBeU+EE=ZcE1e%5#vL{^reY&Yu>{C5AwGmNWI^x zWgTEWi}P)W)&1ta_9)~psBaCg>-(tri~gS$-~S+WAY=05BcM;H4lP`EsQtAd~v)FWj(${yfotemoVfT*xpq7e#1laYB(Q__@j&9 zQpEs!S*Cv<_w}vle_#>#6KYQyIBv@0G2n0Uy!uDPuzo`NKQ@eb{o!O9pwl!&ahUzOyhr9<*R=BV+j9V;>&%- z%R+$~oM%FP`SRWF;SMtcsP`I*=_kz3E3kG?)*n6(>o4RdwS)bleK1V_pCn+Iea}G{ z{x1jVCk*#FVSM^(Q+}oYE-BDA%jV0M{3HziALY&3+4nSGKgey~ zcIp=FcHw%cW!QkpR+EL$AL+NbiaWuHOy*5a0hZ;lDv6p7?@)#rRJc_=EOISca{C z|130~EVFzSUq3R;zQ_CXy0IX9);`F8(7zA{|A_ql+bJ$CqEjiC$6xJYkNIamDKP)| zciB_dU`;FVk7E53N(gs7l@IyC_$!pyd0>d};wxBRi0y@8g)8kbt3N<{<&uCqA&@VL z^+hOg_~+(lZ_a@Jis@q*o)^!TV>*AsFw;Mw#QmwgM+^>z@x}ZTN_uSB^>v3KoKMI8 zrJUy2Y6{eVUU7aalv;Q!u}C);;^SD6zhoHn&FWta`YVCy4crVV0i>WmMExd|UMg)_-Do z2xSIp^e~z!!~B;}#`a!uaF`6_H`I<8_Iq%CGS6n0JlTB)@?CMf5_S+?T|30_659`A z81xD0=`h4~?&TiEpl^M}^JQ2Q{jrcR*uOa6VVKL8+F?C|^X;%+f3kExCE%ZUeJ&&n z_9%`o472?gVTa@COH2NafD9bzmtB|lsPn72vPr~G`P8GbwQIi0)Ay`G1=VunO{u;e z*AxE~I%_Waee^8bUlS^%#a*_r{Rr|!{ZkY^Jn2~X683kIUyA;bIXnD^L%j_3L-E^% zN^`5O4%Y`N&)I1sB& zO0hk$GDP`3y|22!^mq5W&*A(X(%Vsc<3L}*Otv2=>^N86e8h&o{QZt0;W4|c;~+mk z`FFg1XVIL5RyA7RKhaekeo!!|5FU<>{M$M4iv^P2nFZVH`gyiQFrf8e+l=bu`y z6l3QP>p=cUkJ^F1-7|!TS$#mL_SbrSn6x{Wm%7w6VQIlGh;Qgm7$*NLBnnpOi2v$Sx-HoI`8L=y(yM;r;ic_k$4Jq63!(a{@dvN3JIKy=0ABAO zcr8%oB=J){>2J*)tqs6GoWJ_*DQ_|itJ(jr2{mjML@erP#NvZcW6*3>?^S_d@A$mN ze-dYZ!Tv0r*A{A=oYH@H%xkXi8rKqxbzVn;y`%qOnEua2$S}oEhC!cDUYZ^D4SFE7km9(;w0QPoe+Pb{c$pm{mT^ zAN$jeNztsc+YJ4qyt`H898FlG3hNP!PlQ$2e02K1E4tkKJ3No{>I57t{Mi@^{h`0m zS!Wyl>c348Pq9DUg!891Dh9*(0(`#vq><{G0eiq+vAxIOr8Tu@{A9Kezk0fLQL<7M z{T~57-!m?)!+naA9O7=WrE>FFlTm7S)*ML4C{e;N1DGmEUg9kG|pc?|Ex@v{Woqd?$(Z z!JyBSjDzEcg8#<%4Q?l%_~!Nj>A6?}P--{!E z4evSzUzm2D)q91#Y)3YJGb#rEjqmpw+C^sCtYDxQ-|zKi=Fs29_Htb)9vQ9B4$`U< zecy`xF--S)2#uO2<)|4i0DnGN%pZnbC_f+!^%C*=jXe+ai`VZAL;PrmA)gV~yIDJ| z*HIqSALM6GtFx8`kgh5_7f5P(aG{4@(1uG&~ zi1yQ{|9YE(X%3?ES~&mSh+)3SFTxVfXnf;0iE)}5PCUMu$jF{HdvF}&hy9t{dY7LU zEr9;9Ka+0|A5UP)-`-1>XRWzqMu_`a!!zx}Dr-MIal1|(=^ z4j=o!_K>*!Hlc^49@F@yh`BsXb2Lj&=mx3g;rdT#`nD{8{K^t3y3b5#+IIS6+Dku9 zzuA`kuS2?h0sBS$G&^Ii{`2Wz$ahV}@@JU7?-4TGK=LFE`X*j)3j0bHmvjkQ3i&Sf z*SGVd)zagQ*nXdoFr4>6du8os+GDm}6!taR@$=#G?V#Vt@4ipmv&>)Bf;^C4<~<7b zlpN~8`D5<#`bt&)DwrSYkGb#6zsvs<-A9V!nIF9^u<6?aF!pDD`RvaWYdfG1`?FAt zm)qf-%*P|l*DDtG*A=sth~$Oxw3t(4^6A@Ws1IPiM;O+JIKG9~C;hZd6XAR;^`CMv zYs>K$;7@yr`D;Pg1@{Al7TG1cbsijsdKW(5@6-_O!e8Cw>HLF`Fz^rct6%)Hh^XD& zf!~Dd>bB0Pz7Fvh{ZIe5tJ6Eg41oL_=T8{)72`i)wq6$w@b9qHy6Gy+AL$?P(y8Z+ zA}Odp;d}?qZPW46hQD;c`>%wALH>r~`4DF7Z{B{H`Wv`p#QZx(Zy{em{UH3m=c%2= zKWgXs6MLV&9~4^qsW|-#$%g%9oS$G-QfUxZOaCk zqZZiA?{fj_1-4>(2m}B7{fj|g#Or_dJm@#t8+(5S(Z}AW`mS)$_|f0ZZ>n?t4w@=7 z8fUfua#N1!8cDnCUNLXnW$r7L-MnpJvWVn^$yw_ z!#WgC2}6F3_CT1`tAs<9ysGUz2dTE<{dmHmF_r@t4Oj&Bh4LBt_{Rlz^+<>hs8599 zygy=xK6?*04l9H8FX6lyMOmuT<+~BR!!{T;X=&s_{)Y4p3mu^xIKhqgH|*MrA!f3< zeEm+Cov#oMOK)BKxgwh9m&2_uU6#8ygvX!Z@8gTS{ww7E&rw?U$L8K%;GdA55rg*l zUu!A`{YCvJ4Dv+%VeRz)i9&{bNj`+Rd`GMv*yn0hHOL3$G2)wL{5pd&7$3(QDW#+4 zZS@NBGt8GpRvw9)t}VKs8vO-fc3x6AYP^?TtyB}(hqzwKFkerPnsDRwDv2(zKZ*J> zD(2&H`zci*PwbB{_%HNtqf$OiZ;=my{a)nvs0wR^y(1RF_^986;d?BUuak;$)Tuqw zIsHzmnsVP?4+VKryS`rx)?}_W*Lc%~l@^{>; zpx)Z2W#M}sNDQHZ7|R; zKF=T|4E_%LpYq|G>NeeUcE6I)#s86Y{thCNL+V7~4Xcit31Kp z_3-(+RZg`Q`k+53PZz{6-*%YSL#Z9&1@dRA;)P+04e!DK9}phu>0Gf+^!+N1H??SF zqOP4eUq4T6Gm-xK{1W(6tOpVX{X%&YX8T=2_B@?86S_JVwGRCwy8i?FcirmhzHL)6 zU|jFIUNzD`vAF{32}qAyuZK$}Nvu)&#_&wjeL<2&aKA136Sq|+4e{5Ufq$4Ex!s99 z*7cSQyDvdF&HaJwIP<$~zg0MGZcnMczIGsAUE3@9_|rA_ zb(U%Q0Q|uD66X3jeZUBr)%_O&{V1>LmFx0NHO9m9NWc5}!(GCD)${oh26>@9xVI$R z)>+w0`cVCvVLC4+Bn~BU7$En|BPQ(BC5Eh(NOI#rOKb8QoKFmN2-rK4j4rz}e z9%Fo?=h=RZkTCdfq;JNP%UW6q{Qnb#Gb&uVKZtt*{KEW>FvK^sXTrc=l<&+Aqw7qD z>9F(m!kPN{=UhrxC`RM|V=xT<1LZMu<_?KhA16V4z<9&(J+il%Rf}d-E|cW_&zknj z)O1V)J5ME?wLB#D*4YG}@69?lbm}Locc7n0k4NX%J1vrIL4Je>xedA9nho}W{>Otb ztM_}1{Sq#4Y~<@5k0aX@#ygdAf8%krX+&h_lXAT%elToE`37OWp7nUX?ajpoQGEmB zt4G`8m)}~i$T0h!ZQZ*=XmB8}2hENfv2%j@JJ83)VtEqg@oRQ^TY}07J&3QUe{(ut zk-e#|4D-eLFwE*HbG#h}mMK{BcrfQp)~k6_hQNGK-g8=J9e?bu%I$aVgWcn;I<$bk zqQ1>@dzPdzU=`d~i2R#ZTOF~n={?lbaD2kBe@*z?=c?Y9g)o1lXC7kkA1H6ayq@P- z=P$FN=^MM>K{$WBM`>l3=U_iL{`_@~c5f%AgTCPS^Glpv%{Ghv&kOMa$5SH>?!rF= z()bI;8FkYQehdB-=SLXijr}c%{n=d9sb|NblJmvo`%FDK0F$*i6BONFeR ztuGcvZ5^fgT@{{3ek^S5Dfj5jKHw+H-%Gyp>&Sr*VZDI#d6f;B8(Xdd^;(>d_lzdB zpS^Rz-U#p6mu3CuF`S3M{Vs3B(2o5R=Jw#7vsQa_+%oXrI3Mq)cKt1H%5neUGt1|x z0}?6ZJ;8SRrWypQ<`VaV6oV;28> z8)i?ryyhL;?~mgxGJf{5C_r@oAK^>Cy{A1Y=k~gYF!M)*`F`r6cZm-Y+LU2E;v$wG zVXzPJ{~-!ldtb6o)=u{wv38&z`NN*4@3Dl7rK99W8V=_CU##6Jr*FeVsGlG|7CTJO zC>VH=`~Uwwtox%CzK6%xC7t_j%MGyS`$J3Yf@Qy`D#Csa=9^3AzI;D%cpvZw*xyp4 z6E(YwecAa9=%T_K1{XzLGdv{BE^opM#9~^Jl z=eygbqL)Ga6YYDsN2x{XkWau*>~DF=+4-wmZDGF<;|0TXKeUkH2=+cc59dLsKg8_3 z40|5QD=;!DrRK)gc!ty-zPb8FvSJfB;&R#*Sw(EaeeBhtfgEcu63C(kdrURMSF zAMKy;|N1K&n{scUHmrZB|A&j5uSd_~^Yz>6ceU&0?Vz97zu&g}tR-GQd41mRVC4s` zw&74ONBRkazS8s5&itic;kquL`X$2o+i_xk5Qcom;$IB@6a5owKTrDNSAQk-$=F(+ zU;6$0a`F6X8PGq}H-F{uY3U}j;rmS-f3?LO$L5(1z+ap{VeTJR4=_=hKcfQdALqY% zS|42>X_F4@yu<1r4VPO=f*}7u{bQKbg95z%vy9jg1p93`f5K32X^&sg_|y*kMS22! zl?SbJ4*`FP`43@U&kCp+r{P~bUA2<*d5z?W+U{Elc|N`--+K8Gi(~Qz`2S_XHJ^8_ zI(>Bo$P4>lyVmZOtM*>tC$2XL1OL!ISo=HTA7StZXdmo(wjaozr~l6su9F(nyrAE5 zKA&|y&zCn(iv<6T@2?BK7^VH|F5mxHciN~lt7{m1ABXl&7}jGbKf<7&?J)F@{G@j9 z7dXFlXHIVS4%7hu;w;u5!mwY{A92C|QFY~UIX_Rl(tS!q6djI2xuTv&xk`l!r4p4+ zm5?L8j@*=}9F+)NBv+wAa^IpHB_c=YAVf-zq~AQx%sXe$&1TBbpYgz`b8M{h5EFiPiaYjwCMkzu)hsfM&0W51n@ob zV`F!z3Ed+6pgy+0$=J1ierg<#7dPD>qqf8H9mIQ?V)+n;e8$9fn8j;U&f^)vpx@Zv zrlz*v&+m)g+t$bL5rh8WdX&mReyCrY{$!M|wlaWxFRouByz|4qZ#WI@BmX1TTVdx#-|(d#kl#VPMf#QH$e-@=B@8Q!?7PCJ6!?Yq zVhdv6FYx?z9n$v(d;oil>x-C-`GeAWZ)Eq&&115bmvrlL9Oy%P zwJoNvpx+L$54M5eof~q z7-sTe-%lcbZ1>-*GF!PT*hAE>9e%M_9^cCcd9}lQe($*Sd}~SAExz8{@!oV)?c)TH zKgPE^$K1@0%Q*@5ANjNM=*gtyp1(m~P@aV0ycW(!!aTl=lNfHN)Q|-B80EzW>htCO0tbGHHiQQzVZ?H(Uyu^Zw?)Tj9DiT*A{6TsggKL~UC z%gX7!B=ZEV7Y>8R9)tJ_>n8-HEzrCmdS49N+hyJL;?K9;*nMX6UHg-AN(#RN{ir{L zC9aV@Pt+*rmuoAOOCoWOG4gk}@}kLxp6;@n$zBo$dxiSCdsN6-tt2Dh zC)VH7W7BEJxA!^!_bg4mt8C;A<3W2%814%qy?YMkSK3EQz^!(&2WAFwZ2 zKdEd`hZCb;NU{Ctr1u_^^9GB~XW;jH2Mzeovh4xiFWsly-@x^Rvy?i~voCp(#o z2t#y^_4iN7zM3>Jm))l`-(T9MRQ}$a=j->s_)r=(VJ??{vSZ*!JKN5DJ(%oPaHWfs z=)F?pcXFn})eCRUczz`Le8!Vq3q|kKQF-wmw-Gh_LBBA*N=6L+1MP8&f%CBe!(wG- z6MZQTwh#L@{ontm6x;u8EWHQqp?yzvGD;{H<^%sx|578(zdd^=4d>Tzelu*`z8v~T zdQu-=Y~8&h6!=HqKX?C95)uXTALW_);-!E1%}|(MNMGu!ij7^snA=l%nsmmRPxU={ zJelTJd@N1L6W+VP^I~ahR<+%3Jqi54{?ax!7gr_?hy60d=@(T`JJ;@2e#LN0cAw!3 zWx$@I{-q-Z{^NW(AoaywAvr>R2HqbqXPDkUGe4kU?wKGF2K1qP52)J4J&w!;{$PIx z_7`*tIhG3dg$N&ecvI0X9^wnack}1Gh?xuW$L|kz&4^8|68S6S&%yg2%1T$J0T$n1 zFwf9!R`}Xt#n-EZfnUhK43n9kogcH8^?tqQ~o z*xw<^PV-HcyYcyasClK%&x9FJj`o-^&%b6mw(NXYA$pGp?Lp?=Q=<(^2y^*ozAJM*Zo3iApP;-CyIKAB@lp(rCl9aqdv&tLF|Y^dKM%+MC*^s~ zoyQ|b^vgHKwSED5ar{So&d%-8Ndx$c<6)SsM+rlGiS!*g_e)`k*|-0H|8;6(P}l}2 zM}8gcS{JQtpUmqYy>eZ@Y{v$ezv!O>9qhsR^j+}yKo3A|5?{H^z~?rd9$z!}Z z*N-!O&S;s*hJie=y)*r8YCVz=o&P}nJG-On(s516P#??lCFkrmU9pt=i+qJS4voV- zxqr&fePr?YmIcHENIzj1FX}`7tHDDaEPAZ;o%nT5HYa}d{z-726W5arv-Rz{VOIxV zdH)&o6~}XKcCAm~qxCR;dBNl9^G+^G>+dh;_VB!u+s2p^#qb^k z+LQA~yo9fYYQXxNzCYK`XMNB6?EPKy^RIog+dglFd;soG5{CJX{+E@r{T9LyzhHY8 z`sE*y3QL4|1@)bNzJYzk_6Y+&aQuY1y}ht&&CxrX zMf-2aj|-;)M=xE`7uG9g;`u-r{2AuM34=XAc@l>BhUmrb`TY|r=kXZB`>DT+3ZwG` z9Yya`;`bLdZRR^xdP4q(@bNP}cfA?{_MY(VbM8wcMdv$^-b>4_O!4VH7Ve{=K3ti& zukKlzE?-|?*=lvO_Qoe3A6*^oH2t^}+ybWdu5Aza^L9!M(2MO~J2-P_*F!E6Y&~;b zrqn@iNFnGO_IJJex3M8o7iDyazt^38Y?_?s1AnOe-KoHelnk|zlKNu)-B{8w%F^sH zSazTHxm&wr|E!R2@Bc(z^UV80I9(nrPp6PBuwT=Or6`nVs>>UXB|N34FSM8ALQ zL;e}pq(&yWDn@3bFehKS$!{4dUrJBt&u$IIk`eqw&BP~Fp{<@_7)=UBgR z$m5PhPxIiuH2T9rn~)(V&g+7Hq5d#@nAOj`^!9|+EPkG=@W|59Q@qt+ejz<~cU>>8 z3{wR8VgGjvkE#}g_JaHXwtvs`=vJ@gQoR3rw&nK5f4*{g-rM7IV}aLmueab7~0qS7X!aBzNK>b zKOu~l+4sTZPYA<)CGv-rv-K&%?0#d>uNzAR8%A^eES|LGL`$CzF#k}08U9A}5{CLH z|Kiv0=G@+{$KKO3FK(WycUk{7&mR!x{{8;wojJlTH(-9^_zA0=p!V*&+FV<-(FFL1 z{3OiR%l8YlS55xa1mB}Qd(dUsijsv@5KrTLd|*(0eZ!1=xlTm?gDrE*w)b%W`+@yE zIP}tUo!18Vp6XXNfA*@}2;;^0;=!jEMJ5aN`F{C>HW~FhHDM6H;P($B9|SGb`Ni$o z!waT$4=p-KCKA1bAwIzNSvgy8KGHNU56syI_7~%~M~+?IRCegpp*zXzk^9}O8}qVY zzXbbx6sL5rRW3)_k@W3RzOCTE5hgG`Tn`cke~A1p9rrV_#wiuP$Nowm-s{x1 zOpoVN9(QmYch+k!m)B$cuqS;-kAV0a>p$KdT`l`f2(&zK3eEZVDQ+7Uv`HbU# z{-mI&woP;&2_=Laq{JinY zKiL!R$DW1w75jVn=dJIu6IGy(*#0Z2PF3^lM}s|RhxvI7Dp%=4{38tZ68Xt+F17z^ z?VPI%hj#>dA^!=(c^2d+VTgy(AH1qI8*;VhPl#`jf3Le-a+gY-DV;>^zwVVTSvElQ z|D)L6>wB>=EqN6@fAP9(j$BaxG~RyY?)O8x|89_)N&UUi-T3#sb_2*8`)4?p+JEy% z!h2|#=sh0npD;gP{kGetmM+`Q!Fl;fVtsk57pnFy(-ZtH^6Ra~C8@}+$M}9fVaV4| zdFy=N@hYpq{~*8K8IQa0qkbRHN4+zi+No-E0qi$Wc}V5AgVuq-Kf+6XC>;1Edfx=) z`!2OY$K^*j?BAiiAq@IL^|742-(p@>SMN;#*mrbgYo zxLOj%kL9&P$}$o|?4Ul%r`Fjy@uyQa;6Kt=yC7!j^97+?ziYn_3VL!l5bOihCrs~e znZGyBk$je`!|8n=bY<-3(fRV~l+Py2?d6A#2}`@Ki&G7fa1hIvu&l3y#lINzNB>_8 z{tffv?E7z&4`aBJrKnug=$&y{$hFv13#MDVRqk)%3;1Dy@WyDxE^KYl@#v~ z27ibAB@FtD`ur(par5#$T|hrE{w2)q7b|zBc#|;LPxL3OeiCaR+XH>V@qV80pKI`} zYVa4xkIysjue1mV1p9^liD7zA+?-*yUi_S1us`^>AJB{R6XyQn^R0=__p(kyzMT52 zSo!nB_OUP@s6JulPd>lM)pk9mFF&2p^Ecp9XQ`k6rw=i_Z-eyKKZx8iz}ErnC(fTQ zWA-k-wJD3|`@hU7=n&sik?+rZ9cw@J#i|gX?}Auuf*}N_F4Xr;V>FMVeo%Q@7Eo76Hh&gg!M7n=dVR4(iC->7aR{^ z&~L2&&1h`FmdIQ<4}|*o&BkOxC$)JzzWA2ZNyWdS6yig)AB}dUGeTnraC^|W;8%2K z$0BZj8`meC?sPazA&=T`+%RPJm6?k`9@t;w#?l0@yj_wBQa0l867Jw4iT5E`xjoH4 zR_-Zr^WXa5Z&UxpFdy)K3)KhxH~+UB;_YGWursY+Sp7q^USa*Q^VW@bZ~e3kcIW<% zFxU_D7md}^Ca=#C{a+LAcQRZ-@dv|ff3`_`dA?>r3+N;26Jg*FwnrHB5&6|LJNDb; zYHg4o>eKfw6OUY$mw@#omVfV-+hUp9qGCYy;QQ=8*|9rnuTMmg9Q*jqd)&q(nYx4?kQl@ zmmeQ9hs=2I0sO%65a#}#FuyPSv)|_$@8iE={5am97o$HERw@C1F&|49>}k7lu0KCt zzwNi^b})~x2*dYC4=ZQ)nSOq)(6*Q$dM^R(C1L0v?aR*}y5>ikITx3>Oi934{F59x-gszAtl|t9SSt*n6DsZKJi9 zcG3-m@ghIk<_&mwF1!x>2lh{x)62?Pyxx|(-YCvwHIFyjew96lshkD-C8#fiA-^VW zUm&3qxvTheHH(KBX7)%R(Ik1_?z1n!dJpSMZme5jTU!V1i}hJR82qo89~{&AKp+`qyQi$rb~rzU?Mo?C+-}_w zCwGS0m)h)*zq4`*=#SW+3K*vMd>CfyU4hiTS5gIrOW?f(q^E;t^6$>U3m_iG_B({_ z42s!P2mB_S({v#7yDXf~!tqF}=1;q`zyt2#bQ-5Hr>6jY z$WMj&UbDCBZDR42fH2FqGtB%2!|;F5sLu)sFHbFR61@k9@+8dG`vStS-bQ{YR0g|u z4S5gxF3t}M6zZ?7)nqH&>Mjfo4h7XpT9e^sEEG}yzybOy|Ss*f1*^Ms#Q zr8 z{sDc!_6fuJG}LdkEbpA;h1;P&s{iX}2U!C%wtpt**jYE}^U~9D8;GABNA;9B+dK#C z59&w9;3cx>Hf#g^CcN;-RcZMQ=6?kpYbW?zzLf#~6X!c&;3xLSFzqk1`rzMiyj0HZ znfkcLY1-2IpfBQhTtFE3D~`Ve>W-n=GJ1|&AJs#zHXJ+K2l5lBZ|aMNWx3DI1Ad78 zr$Bw}ll4EIBtSle%J&HiOl(cK|5DH2V%l@d0q_qZJu}sYQ+cPt8{v+62`t_aXsBxYPVzT_{ad6*qvyF_UyWN~exg0r zxW4uFAgA-7pH%+7i$}?q&R`D+H!d3Ry>S40KT6Qqw#|2Rl925`2s%%Qx9HSgbiNq* z+j&*o5c%^9VEC}`9FI= zeYB5+!9QUCnqN1LI5<0*#ghWfW{;5SFLNOOgYxM*f8bcXV_(>Qsi2!qU%|wyLZC;y zAH*=Uhy0>)u&;y-dYpHXyASr9a9FQpyY#AnKEi8yjCD3KRhdfkbR+CX^mp6pczWaF zm7rhZ^^AaFXIyVE4F3;`{;gZ;UI*VhMX=vN?Gx@oSj+I%mAg-8!25A1e}*Z(7Z7Iq zivlep?bu_T&nnUTF#;{;vj^Tdc*1`+Arzmf&D$in# zDWdlw`iS*`Fsz^O`|ein=HKm{3;K@o>OM)W`QY`(uztb$)I({^U%{HQz%RnqTZ*PT z^@4a5{Y{VZH3zS1y#sv}ug3(0x&P|%PAToo{>6}A#Qu7Gjr21*ycFauK93+E%=MEn z#4pHC!hF1h*?D<^w(Z5oU0-H_J;C<1!ycC|o8k-mX-J>;TJPgsM_q$>)LA@!!l3^+ zUhRX~{mVQ8Vg4Y$2m^mmKN)8BTKlxwV4a;yAU}@tgD}`bY){8l(#Xir5$rjRk1%_m zM?e_XL)bnmr}JzA9hcBCBkt{i{Uj<+aPMsrGY8~{^P#8A@NM_z2Px9~d4isbZ}lq& zgn<7-`4EP95b5dJtIY9r=q%7D!eef(y>hLY`=6dC&JF$e+6VYA-ro`sX8#u{=ry6O z?Z=$wY=2A8%W3^lg{nw-+J6%Cdc4ZHtd~GCmiVt5*E1}{V5n>v!}%Ruf;0AmeG#9x z6X+radx8AZy;Qzz;;>nK{uAc*gs=j$hq?`~ruSD;Vfjx1!}NZ*K+o3L?pNJOZXfjy z+pJAYpAG!O@#|~ejJR{w1LQ-v$HB1IdB&h$sK5Gznf?&w@eX02m%cYO`MO1-E9f7_ z`}&AMKT&@PE2h$T33Gp_KQqti>klEUXHkCoD;Jl>o@wLbHyAMI>c!jPT)!D+^S}2A zvuUyLmNtv;2!s7Y{po$V_vRN1_CkNC-+eYJex2cM2<2!sE{ z@i0vH6ZrRwX}+=V={+Y_4*HJ#>T3|3^4dhCZ`fYnl=>4I?+tl;LYV72VX*(G|9x-j zmj#cGmVQp->-)}2bMQcUuy@G6zHKV*M<>Rz{V+j4&uCYPz)!G#*&v?(gu!2+KC*Ip zZ;RE3^$NxV{pOzdyCOFd_+^0K6ZWP4sT}M9@|!T%kAADV&ho6k0P_?5pJ4}woMH(_ zus>*@3`ZM1_?S1C-8T>zde1mfSgpkUtKp%q*7M`TApe5)%}8?K^!Zi%Jput?;3x9e zNKUSG@$x7>UyY_uaQ*yYKFdc5jJ6g|dpvtA)EA!zVwmMO82*2MSfA^^QA%_1X_H9U zkHr4^>)1;ao$SrmON2pw$Pb3;zKVd=ccJkR26*2LWNV6SQ6+tgI{HFP0Bsh-bb2#bBQ?zGUC$Vg8@B2kUKIj~VL(>DkGt%G3Lu z0^@;K*5*H%3jPlHZ#-htgfAmS=abuEE-&L%Q=78f?EzyvWxTV?%2meU;2%-n3B!Cv zeKsx?c&8i@y$^u%)A(EG?GtKT;QkEiA7QrNA|MR&6Zy;P)BE}Y6FZmtOVw8M^`A-R zi&nE=ySY6yx#$vIYHW`$sp;Fw>>X=f&Sw7 z2dP?keA64x$1|wEPqnUeKgh=+eS@aKG^%;%$Ns)PNMwXuACLKx^n zelX0|tELBwGsfBnNFN~oWP0VHPLG`v*!dKJ>C>vtyYKym_E0|wLp;|G13lROaHak$ zl4C{h6(N1Y^=B1VcWeQBgYq5Td(YIdh4SD}yv6(>4DuD9M-(uuOZJj5U!O88Xx|>s z&#>|gM$crMz?P+1a;}V?n8YztA5I5*P4pb}?b%Rd&G|L_d(Q5q#krv0m>(FidP=Hk zYcKFOSl?{xDWmQgD`7p3^P4cdCx-D1EBB-R&C2aw_(G|XKp5gPtS{)+X^8*3Jm4?d6M<1$_q)a=e0~Vh z?9Rn}`UUe5(?wbN?~&)$h-< zcP4`Tal9ixc;+os&fxycqTjkzsn5PZyp8tU!t0uo;f4g*uf+B&k_`7Ly{?D(jrNc* z_#f1Ni|@Me35Op6MtUrp);hnBUnx~D0Jz{g6Dw!wNB<1>amDE~#6$7`b}{(jT{nj5!A43|=Wqo-M)u2(IB z{T!s9Fpt+p`7x&e<8p7dmo&jWM#A9r!c~^3!PV7-sR+ z78^4BQeu_Jc6C4U^(VH(MIY_Mvr$*)3) zpN@*>8^fI?=C;Gy5}yBJuwR%@qWZ8N!u1Tp745NH0HX){D-ejN? z#Cs@zt5<55bq~9Meqww_Sh|Slv#PC_eN0jGejoN{J!g%2=h8~xFWNK0&_BwHFz}n| z-#MKf7?Z){Yiq=yFI4}HTW-XA3-})MmDY%Xek>o~^OohymFax`jejP!S8K*P*gwGe zGXCqQj&-Ro)kYHkZRVb?S*xT5{K4-Dv-`XPn`O%LRcE}DrTu<^P2+)S$?KY6e*^Wy z*5c|*Db)a2-=lumE{eE6xmvWI!1+cP@?q^TJO3rH4J$aIsNcl(&o=((p9MR9L;ENn z+a%pS1JA7D`7FY){zrNV^L#18^d7T-Fvtt}OIS9I;fHSyO4bx8sZ)P;!ILUa_tNC? zgI(2ruaySB!JeSKn4mfJNx-Nou78BNf1J?Gw4=+fagaY0?|%yjL;j|pSpNxwJjMU# z&dNdmQ9r1h?_W)bifB97^d8~^_ENcpTi#&MclL0Qzx05eEB?_K%g* z{-%I1mk+~R+qVbfLwP$y4H$bzXB?kjj^R%hdZoO9{146_$1`Q8|8#y1{vGWR!{3Nr z!Vpg&y$sX;Q3+W6#nhi;xt!@5JAIy?nk=#NbkhJQ;2(ZJ`G9VO?!lMb{!cFOk390E z1mbfnpQ0q2-BmXg^sOC+{}00POj%|$q3hxAFrEQoeIg9}M|~p9_g|-MUio77jhBFN zeoh_G_TlWBV{l)V@Xb1H#YKsnKTb|(eaAH|;`vSIo|Oka=-q<&3F|vgY4*>*oDSy! zP#>IwDi-dTCV=;DP=B3&`W$tNk_3H1`kj9+j&V0#1m|}#KAkoveB5g5D!#rU4E1q* z({AgQTXuQO>6unJp?2ebFRuSC!(LTnj9mry&#=DBwBbdjJ-xub;eHcgrEsFx#p_<; zjw_=5bE@yxs=Cp3H+%m|;IiK0kHR_uxBo85&)@gc7QlK6$LsP`=6XL((R*?@UYB=i zqxYts=JwJxN8#!pD?P}^<9u;_ccY8{;6L(gKDz0fKHPoYwnJwrj6Vs(`zuvq`4I;B z>;8*jJ%RR>eb4e!Zo&Yg)SP(EAGZLtodbId*nITzq!Ad z`DCEWQjb#L2e#*-ldC#o|1LNmBR>BtAPoA5`sSf~rE%GYyWsE8UNB7ep9F+~-_)Lw z^xvm9S|A>#?-468f8t?ja=vc83ycr>=dpTpY{^O+sE_>eDAG#rB{u}*&82{N37rF~k=bAF=O0O4zk4uOwWnCyDwoDpA&}rFw{Sm zgS^{eu+N0A6h+`4Il|H1j;=TR|e ze!S>C5bD2WZr!S}>X2W+_WdQC((XJhf_TkFOb=n$AIACt4l7@N5QKt$V0;miWzUK0J^F51(8_j)p(JtSfMt1E7wFpLlL>9Yd@Oy!(K`{&r- z?45PjER_eqdJ_FPVW1!Bot|?@#(@ZA!>-q)aQ!EdR-ZAFcnclF!i|g;e z!jjLs3berfp+5+k7qxFrbF=bi;#W}geEGBXV<10B<(CdNt}qqdzr*!la4)Mwqkbp& z{0P=vW8jtX6Y{aR{tq7U(euzHEd@3og8fWfpFPv${w;WU#s!-*G52S4`=6EiD<2Q`9P<-%YZou>>0k%rLH(Im>XNQ9?=sjkl-Io4X_X3I z0@%+*f5Px2(jUS+UrCtTr+KvroBHd_hW1e(3B&pX^`GH%)<4!~|JNm;a(F)t?ImG| z*BE`+KJ%BXJ^DWh!F=JQnyrBaJfAQ>q-I3vWOJ}b_SVN9d3Ldfw3*4dbQnTXM#ZzV8J76y>|1-|O?OJ^BBg z2o~78kC~NthWoz-zttbFH5L7T1=@#&TFV;8&U?e#Tll_Le#{?vkT3efMSb;DiyB{p z{BZs;yo>lrn7vOZSls>di6nPJxF3u3Egthu!FjC5ZS#qpXaG8uHyoZJSUQ%5mD2$2(eqs4i?JFv6!*}rbpD_2oOJ{kd zzTZ6va;KWMf;aX&wuxK9C9xi4*m%3(|F3YOU~-l{P`bUz67XW12{=xB4%|3xBRZrJ&XpyD&w z8`S^hhBuvl3pas(MSUU6^Am)*KVaodf7$nR-&L?YBu`!GoF3%saXia&G&1)JPJ{e# z{kQyi;&(Y|(f@_w_*ZPON}4Y02=9HP{;k-!u2HLM3*Qe~5m7VU-Xad>3$Eu@q%{V_ zgt)+atCPh1Wq2m((~7Lwe+EDB1AmJCkTAU8gZ-^E3D4A+EDifX*dJlOep|V~TV}|V zZy+Bm5BDEtnbLF`_=Egf6*6?A`OhApU%21HF#R8nVAcF*i(-@Jc=)k?`Ka39Ps=ei|poCA#WWmVIp(<@IE@O;W@m9HxIFROBU zNf_2&*xqW@p&u7{h~ize7psLq2?>=pvX7|!)nCT?WOhHGz}D-l|7N7F(^BU4dQHyM zcNdj=%f?ZAYX{|?@(vdLp9!w_81Br<-3C>CUYrZ^!uhgxi`sdEq{X1GNYC2n@JeIl zBYb_oHo56e!L2|TAM%&5)Js;s{O2dr-*dp8AwSmH`hC7$*bm}qtj{pZuMvjxRM_9T zJ#B$6RCj_tqka_Q;9ypeEw~y ztkmgyu!!5EjbjWPOMT@)d(nPwoY|7?c~%qFw}1BCS9Eu-&!-^bN-w8KF4)+NyG?9i;z}Tb`b@emI`{pU7kNGCxyv zpgy)2dFG4mk>+2Z9~hrSHmLM1+P0FP@7bLAS4MG_4d@%Tzd5P*s{>{Heu!Z6nekV< zb)3NUee;9-O+M$FVf}{V+1$1!YN+XR0mvdKwKA^qc zS{T7mg>|AT89aT0*uv``*}O zflBx`e%?9SscrQdfv4JE{C@yJblsI#e*3QS^F|D_cp*lANqncZ#yr1481nfz-k4$D zIwi>gFn;6@VHi(4%=e#Sqs~SYsEf|Spgm_en&^#vazron!VZ}4!^Hd}4C_IZXKd9v zg|ecd(EbQ4M-1@*#&=W>^8x$cHdQAnJ*Xb$58(s%^!)-P;d`WiyQGg{V{AM)cht}A zK~pk3jvNAg#r;#l5Rc;i17T&@q-=ga*(tUX6OE9~5ahawA#1lGV`gcuo9G85{xP!K&Q#;&QLijI+`H%Wd^a$(NNMApK_LEZ?~+<6?sUy+Q@HUPv@roqhIZB*YsiUxr!!B+*2r zxOti}@B{U4_rP1tHX}s0ol)L){XR^K1iOQ?@~e2(6-zI}_wi+k3|G=7OxqaiS-Hd^ASmxZ+6}Ma|+K#Cf(^#y7|u$h_8_UNi7YPejUtVKA=AD?Yd#b zgi)7xe6x4MjMJOqTY+A*uY31C_;j|*Vc;LilQ7IT)CY#y`Ab%x-pdf|8@B6;#+Ghy zUk?4n7<}ip? zu|2{tpV7ZF%+7};FEveaI3B_0bIOn_rVUb^x&0*!`5EL-N=EMjiQ2Ic&mny&Crz)) z-mR5l`QMZaaX;)Hi~er|?HOU1e^ejKVZNcfshqE;Qk||=ovY{p@e0a6)wkcY=lVa@ zvLu&^^_4L2!~0(h_SCH%PR92%1gw4l*?WewDSl^|{!fb4=laIV=MlXO_a^;MoxAZ% zrTRs99~9?L>hU|DKm8V+2Sk3Qo{<_@^7=UN1IM3wE9Lvx;SI3AgZhys`)b|JxEiki zX{LwH>?ze}_xA;93oqT7W3UC}hx|xONa^-N_bp!^q-7n;v+A}5?q}h8B&{MKBF|U! z|DZVE2!s7ZeNJm|%d1uC0QXyZi}^(u#&r>mP%>u|8qYckGWa#5)+z zGR*9E`Zibl|IB28ew;6a<@|}C=`YUQugqo3AEUi8lg&o}A|_n(J&9{HQ0J|^pmdKR>g z{L7fTx!i8hV2~G%k1*HIj5ld2(p@jYd!$Iup=E03ncinWKe7EoJ6e&F}V1c8&~7DWI*vHfEfyC%C_ zJI?nb3G@8RG0XKY)RY#3zd?N@%=0O%JcP9u(MxGa{eAGaRKL7*eT&6j@Q)Y|AGdwI z=D7K3?mv#_UcWtL(*n4UjPgJJWo6cyrDagxU#yRWp+2@pnA;~-PVW;4vO1d;T$>lo z^*_sY{k?f%A&?J5`DR6gJuYy(4)X=apS8QL`i8q6^oROH82k&)FT!BoaJ~`-d9?c; z=t26k3csm@j@`)Rm#rINaV<@h|Hkrcy9K#Z40VCu7;h7X`Hk{9F>9!6;-Wq5y&A#E zZAmU#(xU&*K>J3R=l@P-r3@45UVwNE_3_kzL<7YfW$4C4DkcnN5XJF3FVg;t7G3gP!IaUd_7@UkGCs_cnkYy_38f=1bKTe_iFmt3iM$A zrz3vv);MR(rbl*=pTYR^?5Fhal;;#mK$zY=eQKg0Gfj^BAw*d0TiEI*}bHB$2-w|Ol<$EZqK{N6UT6VT^;&9wIX&u=q=JTB}*jtnjVQ!Du_bi`xWBd8s z@ZdPuU&8r%V_&C@YaIjN{x<68ja!w`>2~+IKHYR{l)Ey|3+TuCHxKnK9{b@r{J${P zzco_Btik z59A-I{*M6J&kjBikD$KZLJa!}?aFz)bz8MD?DU#8xWA3`-PU_N#CyFK?3bheCCu$D zVX&vj|J(MfTqg|L%;SgK-a#EZ)jNZJ;&^UvT&O;7P$2Ld`G5P?Fk8O^`LJJw^xT>4 z(k=dAA9!y9>)*K)8+ysehsPI$VgCj7{mzG?qy-&9;5-C=UpP+JXwlWTF#l1%2t#~_ z<7e2O)emV%@0IEySIf#T^>9wn^oRHe_3N&_K}(*@OOPLq@2*4E;LkNZc)WPmEz>D> zh7n-&|AhJa<8G8N+bM52(2w#W%=PhZ%6yHr3#>qYalC|~ocb?(zWmd)4B!{ydxrP= z)vH&5y#Eu=7s4=JZ2w+}RlI?vKIALV{t<@ukYD%K9ejD*3`Z<`b$NuyKjC;v5QDu&`%D<(?{*mYi}aVopV+0i{)`O$U!I`k zlgVKVMLDj2gdu*#@s}zVKWbH$m0rj2ia~uRzMBr^*xqA}cLBox7DGM-<^5RGGyj&! zB^VFkwCUpj zPuTmJf+yn~d`bk?FkT!#VYt75{30yR_9LHK^;nei^fK579M98)(Tnyz{RHPf3IA#- z-_^qt{+}KDFPHz^y7AW(pcm~`xviJm%9NGdUzArD4EZ?q3zXyc&)nqC$!zokdx-pa zHr;Z~tQmz6Z?(g)UT%+B{`FbL{oF~n`hou7c%D^Sm`56{f%CUW&vT8rGk+dPfcO{t zd+x0D=IFM25D%h!D|#!}rS>=C`|}k+@2WEEw*i0fd%}Fazwp`S>}9?gv=ixhaeu_7 znFqpoeE;HYz0ca^oB914!mxfo{t}j%MBl$0F(&_e^k|r0I3EZ@J_r3F!`fu87-sf^ zVYVJ-*rk2@;2&|myqsnKLGo)F`#(VeVbw-f9+W@AzABB+_m_m(e#FbB;;>~Cw7I^& z5-hw@JE~D`2=VK+!w=7-?iR3KM1EK5CpqRkeF*a(?Pul0!&MXIgQ0!Y&&rAQ*VFrn z-lxL(TRAD>=(5c+T;7%Tg1Xrax!iwLZdf0cw0;-J3&-=Ok9%2tbQSO)`9~PqNBOey zsT2<|%nb-LVgMDC1J2v zDDQWxZuVPvxft$)qP|r9@%ygUaVPjUj8Ce&Ege#Cr~>&x#5G-?-)K26dJlxK&X}ir z-%Nu3a6B~w_VgK3n*#n5`CBv4@#MEF!P0lBznX!;(ej%6m03Jd)0#9?IyM~cC!#(R z=KHgRAwPxm5$5q?t?|A|623mrKhCe(9iM(Qn>Rx|hV^Styi5La!~^czBE9dOj-R`m zRS4xMU&0^{z2W(_50R^--keY5{_8{jtKyMgv$;Oi zIZe4`6E_>;MdW|ojPKDJdpE;=DYjR4QNzD=maT-7B<`mY2KzZhOwY&h*QfQ|?90z1 z5$5*w<1)FqZPsU?Ka|(U5Bc6-Cj`U%K>mN~KSCr!d{Jw4G z^XJQ4{r*zZZ-Kre{a@}`)wOJS3*-4H<`-euuW@XL-_iSJtUQ>`I}(O?t?$3}VZ6vc zR-fh5zN%HGBwoD*`%5_fuK`sjOUAoEd`LJaQuf%Dn-C9|irf2&7}kHr|6=f0djDdO zFWMtkpPdJ2=pQ_?zjjZE|8Tqwu6Jv?csT=qQ63G+#S(w#&jkO3{Ws+5HjElS9nOam zE;ER}6cone?}k5SCMWla*7G>tZ&|L>O{#+--bH)HupiB*Z|7aR+lE-ec`uw#-(E*8 zI_~oq;#ai4jlI|Ro_;eA{15imxNgWf&7WEGo=0zLykM7pB?;t(?R_70 z)UHqDZz#Vf<}YFJr?|hu@P4u{gkgT-_s#M;idRS20LK0ZbNy~s+ZA{3nIzCp<%q$) z;P{#!R_#)-u!a2w%tsIgd82(I4Af!$A9oaP4;=Ir)|c4cPnpzvYvulfcmVlL81xy~^{ZuXgN$vrGr%v@pO({~th{9(@%^xt`cpHuN>AbT;7{a-)G1HL zb9?ybQ{TFK6?;K`XkS`w*8kN}I|%lH@S?Tr#+&K!_^lN&kFQ%-to)<4#u)Nb=zm&2 zK6kRy7zOhe=O@Dz6mR`?pRYe|nCLz$&WFG58EN4%T0kGl`|tc?C&M}`!uyiQ@4rhb ze%t@J0R9fg_ctNn{*lJl{65>?ySrnn)J6dP_#QW(&3G*74UrR;z3B>&gC2X|zSReO?`6s4d zC^0AV{_A&? z?*aYgqVY2f{h7DJ?{L4Fmm3m&^gYD0V*Ad@fxlvYFbwaZAw5(d&XXhkQtHQ2c5lvv z{>AbZ5(fT>?I*+F->5yRPxFnJ(|Ky4l%-H^T`yNSPbao#9MgV|P%8JS^ueA{%$^FR zex&Q_cFBSHj{NDcEkG~JZxQT&iS>mS1`o@E&Lf%Hm88a+P~ zT>$wtvHucEpV}8{+gX#@PoYegS>L+%>kI#1iu{%_kE*xqQ2^&t#Pd-|82mfRk1(wN zk>3n6e#`dQIHs|Dn&KWBk8Ggt8qe$A@P97IFS(ihq+}!qf&5V3avO8sKQ|o$^Bu=8 zcXE5>sf0$*ZqVxSYUipWU626}m-PgzQ5a#1m zkc=OD^}!psZ-o3MEPs;ZM;OMB-z(^8FT7fP;Q!y-N32tHc*yocgbHN~7E64|fp`l0 zSNQniWT%+(pfC8nqSCCRVW*-%K7`+gR7_gu3*$%rDIx}WB0rRV&Ds-?{~R#ZR~~UG z(KUZL_$P7xM#wPPD~4G#73A@>JBdt!SkRIa&i65i_pj0gKC z{Qv%%Q!X7XOM`q7_OCK=dPLJm(fx1n`7R-0-X1IWMf=RkVSc0ju=>gEG31|7-c-)@ zOXcvLZVx6U!u&*js(h}Q8Y8dA^+i?l#jA(QgP}g^v+DRq`!1;`Kt37yr`nqNreK&2 z+&2}UXAlwwecB|RZ-l|WZ}=C({1fk|vHGBIsP9yt#V4#Be+slu<=Mwp)G1y9d9=eUJ{GEG1ceb^r* zda1us8gG|WD{pUqX-;pKTw9-maV>0rMM#*JYtD~VeqJuk@}ok{n!559txI69kiVJ@ zDet=&eby8-HB zd);R>ZoMi$67&c8+1-0v`Lv@axqa>)xaL>z#87x20_T7C3tKvl9`4KSPxmWRHpCj# zzO55%cTI63 ztoQqhu|bDh7Lu^brPoN##D$`zdklYI^|2h{ z4W!rTL1>}w$u^d65%%}DJu+j?B>4X&EbpJVXQh4QFL@SE_1~S9+Gn65@DJrdSfQTA z*Z<_Kp-=BS0>6>I0oyFB%v#^We8%w)xNR49MB*j*D=IJZ4*GfOAk0_sdl|w3uM@5x zOP&taY^az&gryIV{UQwZ2<_{D`dpo?JtNtASvYWUi;L~fNO&&@?eoBOM&|V~FzQySe;K?sm(v8F>f#M}7_}Zt?u7(F*Hhq<`?> zKE8)O>OeV;pD@f1kPfH1_@*#6+aZAW#4;gByu zeI*R^p?x9@?^#g$OJ{Y`-zxflw|1E2i-m*JN>1xdi~;@ZE0zagi03eVBMkF}`p5dP z-pBC`IqY_1tgR$F4EUjPvPBwj9tF#Xue16zQ74?+Gs2MnL4FM1 zz5Z{Z)&{U=;{6#RVW1Y*%M2gF^N75BE742k@c-0EKVk5v?J&#_q@R^*6F-KZkNL7W zY`(%1Dj%U0>c6}o8tjiyEKi1msXd0-dTqqen?W)UO4)s5Az|P*j&DR&T~v1OGb*cz zALdfsEoO!80)L0|$z0Hs9{isXUr(FIw4N9i_Yl5EeKx;YbGt`I5!i2}pD_2|=C7Vy z5D3d)yvT3!Mq|0YJ|opES^XBls3X09g8jqq1v+ujF8%$vJtYkL8~8n8wm&Bn#5_)| z96bW`oyy-|XjWACE8|I6*g4RC!ooIKf8cn8Iu57SxE+Cf1o{Wz!8h^8vvlCR5|)qL zc=kiztq#Cnln-H`2kEnrwcNfnTNB2I<0lOB0qa|6TlRO(+XeoX@ba(oSA6OT?*Zcc zwb(s))gJXV@SYR)XK}Fl-Y$bl&>qrHnEMCI>y|Z(bz{K3p}i&y@jS}U^7YK)Z)SD_ z`QZ1X2CkbHu5uUV7v>`fLq4pVSYHT3J`Vl&s2>kITI6?=N|F}mABBWF?2^Lq5ti65 zc?!SB`VxmEgWF*z$pQajkayO<7}h&!|6*7Vq5ow4J!SL~JyXd(vU2VAn8yR7T26Q_ zv>yld6Xi2TCDo_;Pc87Du;r6hAJwNIKjhb#nTl50KDv-^vlG+9aG1o%e=+1+`}~W+ z{-HdnKF=2rhV?z#uQ6+aKVDYSQ=<2ig<~?S&Mi8&59}4u^IfgOqycw$JT}&>Eb&)u zG54p0VSgRz9cL)BNX}ykyB{SS=UrzhHD?6adn)${xYtD`8`dYNALG{B=>45D8s=|% zO#jCzWaX6a7LLmiq>T9VfBQTxUvp9)yFw}EzpSJMqq@J);_;=Gj&7XN`8RO>75ldu z5IuM3iE!{wI6f$%fj)Qt-UeZ&3<1Hal~;5X7^y+CI2&)}UrKDS

    U^EsC+jD3r%6jchW#0w&(`(N@9RAm<)?A{<4t1R@w zuEA%seZhZW{qZ%*17fXD!Td!2*+|d-Z8B{?%uoE@X2HCMVX8AAJ|UbOV%TY=t#Ys= z&KDcRpnm~k{t*UyfbkY#@b5SuS@}`Q_b{AJ{3Q(fj_W7F?Eja9HV?BW$X9Fxdx`Ye z_Otn2a?*k4FKj19Cu$8>1^$i@(?eMPlZ5WS7}lrsJ=SOE6NI)i&x}hx`Hb_=cFwpV z<`V;WJa2pUKzyP~SI{4npPkGNHydXkwjUw1Gd`y}TO*g-XS+d_9XcC3%9hZ0>|71K zFExnn+u(d4%>9*}ySdSc6&s-(*H?C1t7R=b&A>jPeC!f)$NT&k#`ZUa6CPYFEWKdI zmZGsg~uVjqW%!We4+Lb!~CG{5kovlIL+U&=B+#EBhoXebFrKJ zzJ0KNi1M-DJnh5$eKoS`RNp>!Lg`?AeMNmLcQ6Y#e_rm&?UBR0kr9GVFS)&P>@(GJ zNB91G{ph%GxR=FiZD`*{JU)i~h+fCTb3JCbJ_LSX|Bg4^N=Bdk4gM78|Ky=_mtE5u z1pdCi_T|HpWnVLHDoBnKDd%x3_vF_r`H~ zPL0~RG_z43&J$ofGPT?*Y@Yc@(0}p$79nAv57#GzdH#YhU(Y+qkGgEQ`6=)lg!KPQkV#io<4c{ct)w*!gr`D)f)_oh9o= z7`M7fcA)V%hjt#cxB4lJ57)2Lf~!tOcUOY-C)!sR4VxP?ayo*&!+bAcum?CE!oW|Q zf2^F&I|&)4_qG{k=Y<%C^Z3YL)*hV~6T0LkxJDOr0QykAE^lN`W=3QIe=!~+4Dkc% z3t^bAs2>c|{-@AY^49b}t)}o^753+PnBA;=Uzj5NZ<4+ zk*{=y)Wi8mY=3&t@PStTpLzW3E~#qp?ZZ*9M_BG|FgvtM`8OW_&lqk!&)}6U_;)Oy zA?W{5GbtL{NBx=cC`*_x6hgd+{F^!6+Q)XxCTJh~C(PH6GgsKG=sBd9VyeV!F})0* zqw&r>81(sjz3Bfiu|JQMCsNGrYQuZK*uF=eevhqBc7Q&hJ`v{e1Yyo^kMrHLUzhwp zpHEmphx+sM+&jwT+c}Uo>Z50{(%ofSpF;o0f6q0S=V%D}DxRnD5{CV9DnFAX@A@YR z;sexAPr{Fge$Uq7HQ8+$oPV=A9dDd0ud3ul<+F_34E`Qm%=u54kAK$Mh5Lm`Hn6{e z@h4$qkITMyo3CnRh<2w zQx7S29zf_V*D&c)#~nO=^bTI0dTjAIc3)NK{bbmi3k{Rm`^`e1r4gl_x1I<2qrUnS zdVN!$EXwa<|Gv}KWW7|~1^x{6$9M0fZ^QDhDA0LVp>Ng?rMSQxK7K!qasFekJ%)G& z+w=2VwRc>=T8KZ9|9<|jqb5BMX7}ra{-NuV)VrpGFmXKo2i<2Ut~KE8`R70C>SZ&4 ze;;7osqg-7BY|G@Cjm1br4K$JC;+Qja{$#~b93KK#$k&anPKeh`N9P{=>RJikO3_(|pdDPsyEI)PN6=n}or=>ChhXk1*t0a6G}w3NJUTl!5lqe-H+HkN%%9IB2|8aHQaW#Mczi3ZV2_dDVl2xR8B|?RwA|oF}GAmI^ zLfH+Yj7U-vC54bs(V!wCTNxpd(vX$)d)@nbo%7Z2{`Y*G_1fok#`|2@Pe6Sw9W^vA zd0IEvAGQ_yA7SwKf&XH#2VB2UIiEk4CT>|_ykVirJF+jr5RZ_5z_Ah*qWQoS`$G)3 z2a$g&mty|Av@GQQ&pnBd?^Aokpih(^m2-J73ycZrI^_k}3+jh3w})l9E8YtKir$yO z@s^eC*mXNSk+1ibrw>1F-Nk^Hd(CPa*mc1=X?lO!((A1Myu7(nA%DYsg)s1k@scpm zgZ+Ce9ZeYRS0zRF&nyXp{~`T^dA{MTe89BhbxF`K+K>0d4Rv39VEAo z%kvc<8Po44(gHeakUjW}Tbo}Le-q9VvAxe`W1X*~n;@Qw?`vB6gv%_?>8u6*j`Hz2 z_;B}_>kc4ajAuTXkLDbU`d|EBA<;G4>+N!>NSdEke13M#b!8&=N8kNTw+A+e{;wVF z(KjPeXTa*7z#oq9oB23AaFsj6N0f)}e_sKN<$k+A?dt6EA7G4cgh3zZfBs!gw8acGfp~=Z7Gc;wM*R>5|HJY9 z?Q$JsQvUM&D1X1yp@Pe&cz)%-+NbxcRo7vDMf&}dUZ%U$l!3mHzSXAnGdJxT1nU#@ z2g0B)9FO7J|A!y8$K2jn{W9u5VDQw$3jvRSUmQO$CNxOuPaTZcU+h1GVLrroPMEJh zS$%fC7+4#&Ix<`Ielqpf=sI0FyczmK`L2;3mY26^J>2g^{?=$LX>~Cv2Kz+$uF-O^ zDLdy4@6Vw966W!XFszTT|24f=2Mm7j4CS#}1B?1O5!e{HzH*{`Bkh z^B_NLAJlcBd2rqp7<`tvoG|DI;}yfxsK1~gd57nW6MfHz{RdslOq;%X9IStEe8Lb9 zke{F;yLlz`gE&1wm2Dg6`bk56iS^f-47R9#)D6}b=V%)S?}dx+LAFuZ}8DI8y7aK!+r|(7ku@$Vcq#~us@Xly0HiJbe#Js zJf-p1m0#&Dxi|^z5wAHex-gRj&*eK%fS`r3*p?*THR$K2JF@)dmV0aRhhj#59F*)V?t$$nZ`C$frF%PWld|^25~M#ss(3 z6D8uoe#VLAL73ks*!a}S!=rd9+$TZ#66WJ?im@ok`tls)h4xGs^o{nvsdnbuVNs_g z=sh>f&H9oHo<)1`c(_@3C~d{6_uzkMKU+!{k4cs;;qhe4yY*x8_rBxv!=X67^{30@ehT?A6;!^>!s1x`wwrJt0Quh*da7~1!%$dHpuZ4?`3vLEwoNqyC2LGz z{=j%o80G^UZ`=MyIY;!bfc+Cre(G8z+XMEq&_1^z27M#_gu&i0er#7<-TlInHpqu? zyzOCOKQC|I&f{B{%)I`?2G~J-!~VlNW~={NVhY@$J{V@}^KeK1C~aXHKfei|F>Unj z^hXeXkza;c{u3S*`8w6c9nNbozBA0^6P_bK$|mh3$P?)gzy9l6&(Hx7e-KCLO(}by z`J2ZV!r<>zJ|i@ym)fS!P!Cq0GJGN%YU$Rl)>mR~!9}xN9k=T%FQ7Br!;CMSn1#7oH zJ}IL^n@zXmXlAN@M7w)(Rh*b~Z&uoV42i6twi@3|NT{*eDY%YOL;%)A8h z#{T!5?JlvRax;$~d)j6h&Y#zX$Adk;*F5p=R|fG%SM1LWAEx-fH`{96!SkZ`W|97V zC$@J8N>GCKcs@@U_(S^lD|J<$c6vGY@BKTvs{J?j7`NB`6(hpF-OK0mYs{Vp)6U30 zm!D1a#xy&xd;9Kx_el;|-l#496VCJT1Bdi8H!li?_sfyr14#;I`p=(o{U7Yx|M;42 zgSb5s=J~q#heSosPEWIyfc|>Pa((9K}kU!x3Kp5ypdRaNkH;?G)eOM&<6X-#EKT;pi z^t<>A*vAa9z7zVjg~g{Hq&!T-K zu03=|@^d8Q7uY_r#Oi}{)km(sqn0Ka!b|hOKCu4L>1P}a$BOI|=_d^Jk=~>J#j?>- zzo9=|{}Bd$&_4)+yl^~LPT%iZvT}BQ&aeydlXR~lYQ=)xFh2H280KH3hcM&|IDZ{e zSh3gHdq3pQsLx{uC;Vsnt~2D9Sf6kQkM@}B``F8;SDaUP!ukg1r(~%O8?I)W!~BKq zla;Ibc`uj)^-(^_b9S41CBKAx8plfxR6Xl5pc>*Q&WFiupT20_*a`BW_K4xU4C^0X z@=&>R%L*PJj>kQ{V{lp|e{6reU{{1;hBEjwj(7aeEsYLyBNXVpW6KjVc253%M$25F z^990i9~8$U4Dk!?_k?greFxd=uwHT(+ZSQ5kCFdk(5HSo98LG1SbJx(Z^G<76U!6x zPn;f@ehdB&4*5F~b;+y0;uzo`MLdZqpI2=rof+$cs#-&PpqF} z@3yTnx{Q6FWSO$8_HXpxkFXv_`%4L~FX=jE0*@~YFC+P-q-Fm(mRAM;uYmGM$?N>k z{_tWxpQKLO^e*m;9_&A0IblAZq|VU$e0hrK|HqM@)bdhQk7h;KZ^V3(Fu(tJa+FJN z7w0IxK0bL)e$(BqqW6`MUcz9XsE;&@D`xta4#D`C4-f`^P~T~@^7<6cNQQD8pJBEh zPkZ%rUBKGqAU`ZmAAH92eOfKV2f~R;kzeM>LOj*}?2m`;UKf-+e zNWUGR`eBzXoX27R8OFaKY_rwl=Q9~kK7P`=lLhug<%r?D9Qn<7k$z`t#Z>Sg)Hh*> zZ@8a981}0%eiDZDKH3Yb&(6bH`H}Yh^Yy`LO|5<714Q#9(sO$D_S1jAH^X`d={cPe zec|g-S9o6!`8|EA>~HDG&wRc=U2$#01~pIaf2ZHgGd<}#7Rm>T!6TT@@I2>CgkE2#VGS@I<~L_P>xK2!^oDqV^qn=( z7-iD91mutLH1odwzSon?ARao2=^+gD9sb3Tzw7;r+4p#snRWKVRg^~ZeEQtQEpw91 z)SZ)8n>yF4Mj6zD;D zWo=%WGfek1k0%#>O0p*Q5`7t!kVR;G~TbHz-{bk3QdP>%AtlA^cdxA7*JpO9aM zPq6Y=8~ZQ2u#o-Vx8;?ug9psJbr{wU$Zw9CYTbI@b9{Z5W4l#buYYeIA9Gye z9r@2ob($wRu>kIqq5Si*eEv*Rl7st`$nVtvDf!38?t_0}{i|Wcm)i8UfV~OD{=qQY zPb3Wgk3{v)4iLWG{SoFb&Jqg#V3mL6O7jkFC+f0Ki_k&S#Xc9mv2}V#*|kUgFKO*8{=YU?3tq-QQ68L!qWnueZ3j#ox&ZV` zIQq|k=NAuheUzRH%9^k+0pyMHEd8E3cjcrYsE_u2Q_thSP$gfuuZR8LG*eFA7!(2d z4(jKohs@ZB(Tn*0CBrN~yy>&2yk`9pm_M<#_3|y}gZKK}{SW*f?fF)~ zrv2AWKZ1CR_C}bG$1r_AZ+UCWhVRd(FNgUK`!6%wImu;EPnge*-vG)}% z2}6Cf7go;lUsg`4v{L6lS$l2fan8)MWJ8Yf?d=CWrkp4R^gEn2* zZOP}m@;)o$4oyu2|HJa~ge|KsM^*8B|E@{uEg#*{e7?9lwBycKnOk9gL;oiX_q#B@ z66X0bVLo3G2K&JA?g}6E3e`^n`$T^4dIa14N^1uB;`sn!$meN1Dt}D!r*c>iwQJAy z&C1#LO?T5Dz90W7L-Gb2|Ju6cdY%)MjmduQ9lAG9VaZRW-z3j_cfF?9FB$>gyP&@A zJ&4U69;pNOm!^sRlQ8(7&A%AtbG+Zr>K~``EyCd6djHmkd<(x%VCCAxA8XJ2nU%Be zCo2XWT9mKh5BsSo&kDQcF~>qg=iz8?70*nTOzbce^pE~^Kgc>?=EyI&uZI3|KXmxk z)QL;@{eTBrwl?n-_rZIT*x!Sv{W^6WvXjq$4}KI)n33xY{)zVXP-E=rHvu=`|0S@$ zhyAT2Br3YW{yysC;qop0bPpVb`q>2@vz$3t{)D- z{DJg8u54M*&~^j%D~-kSA`I~W?@tnj`3?2M@O{EhqEr?CwlqOJM*Aczt55V1=KJ4I zu0;s9^x^+6XZdtP#k8CUXW;%U_W$&Xw4-}NIH&jNud99kz6}HUp#B(U?-@L^P~7p~ z^E;5gp}d|2Mh038w&MQ!?0eZDvsds@C&{leHgd_0{5-y%uFUZmt~~G{@Q3p+VYnZP z@~-@?G4GF@Xnfqyt1>Y!Ir_B{>>ukB26^H9z{=TqE@7}=?5`?6rRBsb(S8o%=eg1; z4<^ip`MW({M*O@`wfqy>_8jgPVSIiOsIj(SKp^mk`h4;J`t^-wXCZ&a_Ak4HSd1>O zh5d4r$IC@pj=`EeAs<5fe7R$ytKH%Ls#!E&y{uoq$T~j^>=)O^)w*MUhonE{@*&LU zi|TRuKd*Ld0Ag^wYCF4q<5UIE-dk)xgyB9M?hg|Ne{EM^b|J%Ciyh*(?}hw02HPWs z_`T&{4DxpQ7lVFqeO!(8LB6OT!hHU$KGttmc6|-RYm`^@8O5QM*<-jpRF|1arhV%u z&+hwFzi60rR(3ta54@lB+E!b)=I1*euV3#-(DVv%>B#n-?6D(4OiaIe0Rm+k5^!(VHhO>($P8g#8}W-jD`dddGbrQW-j{14K|Kq5$qhs0s z!CAhI`>Z;-*EeX7_Wt&2i1f&%ok3q1U*A5Sw>sQ^8pKz$&l(G7S1+HLAa85&_zbi8 zy++_W?Bc3p+#YIzR5rX^cmezu`L8+WZt`qE5`4ed2isp)&PVf$wqF^)zw&OCiB0STS%@FV&%4mmy+&q@fcS*#eZqXbPnf+wW=XhX7qXXk zDH*5bh3Y^r%Ku&c95?e6S6NNMwdPM7Lc<~e%m9_JF1gQJ{l&AM? zEo+zjS3Jj5gYR$GuAVjI+Q;Yc|5?cYd-ZYeidUt;{Eqn#VZLAXevnDQ&4h`N@8Njw z{U2Mco~ps~srM%j=R4?(h4l&g^ZN_l!Cw2X!Fmqu`TfWHZ(CeM?<=A|d~jH7nr5m1 z`X{{gPS0gYPawYNh~@tQG1wdO&oKLb=0oFud1XHgAif~|b#mP{O)KlJY)bvr8A%1~ zJv1El!%!b}rpI*q%Vu(as&mpxH+T>X>mlT~E^~eOs@R*LALNg)3|sHi%gmLmhC6 z^d1%Jr*+PUwz*p@;XX0p&;w69br-;RIDRW)X?p+L@=O1vN+XT*`F!?eTAvro@BRRL z#CSs({15YE!oUyG%P{+1oV7nm!pA)aA-hL^O*kdL6fuyXo;Ys>Eo%!4``cIN)@-Ty$3kD9x=eh9;Qh1ze|NnWv_ zfZNyib0hsj5{7}ike?sc*Mjq-WZ=F%(oY!p!T9iFX|tf%W~x*o#e*O51uC}gsU3Te zzJ5Gj*;v=s73$-DK-)N(l8Uy6fYHC&+}|COPBw@5iTt*$36I-3b~M-vj^7sVw^le} zAJB*S*Ut;Zn#0!`gFm5v5C;8GdF7NBdAW&@-=V$!T6KAA_sOI9dkeoRzU7QM(Fpfl zkpJI{o8N4;3W4`DaQxrCyE7BBMBm?F|Gz)IxjaAd5uAs#!#uuIIbSdQF<7~Frp`0? zehcM880HgI&Pmm z{(^H7{U-~VLgpg)s;%OO69?TeSw|7S3)I)&s({el0WdJiHF_7tdb|!+93+Pvv|(>5xp-KZ&Cu zz9GGY!Jbk6gxUUwKze)W>D!yEp}jaB3ZxG#O*LNp0`ecUPw9e%>oYcdgK`{CX5jCQ zBi1G;FDHIvR;pjps6NQnZvw*bUN6>{jV%1}X2Nfn@0-Q^GEC=<0@>1L-=JH;3Ur<- zkZpaYxcNdO?5ARTIjgOe-cdF(iDX~$#)G%mRkgwT0Qr-*&`KYesSW;*^vZkZox2ri z2l^MsPl0@5kVU5FR+t~q9^^0V@ll%?2J+i1riZYKC999+?EF!npnUE9`3uQFKhmQR zI3XhX`4-6U&|es)^EQFPHJ`r2&e+3#De7CHz+c|4Ea#^f9nH( z;(VQz!+R>ozta2QpAiFA!1{;i{jg&4N^?ud&rmcRnSwOtP{#4X6a*k(|gZ|N9RN{N>lltZe@d)FG%Got73-J-{NmYO2rca!LQDQ zzZ;PYdtR*16 zQ~i%|&#%~T1$*z0<0A%tM}9gHX7xLtF_c<$$Qm>E#5|pF=Yveu*O@9;!`~wS zsZ?LHV;}4JCw;j*3A6n(y*Sy@w-Qj zQVH%Ony;xmZ^&co*TqWozJs89S!l3)^If>FOZ5>$JZXp7dRox^qv6}A;N>h;c1OAZy9tV4LG3?bK*zcxn! zy~uBmkJI0{7R-bFKa^K5^X%+%q?t}FLjz<{c6UwJoxz5_I#`>T?@%m2C`&4n- zk$bYz{?vc(s-b=UE;WYp2#jYso!cJRUp0gFCSv&$275&NAq?>Z>0_A9m#jYRp9>hK z{a}urh+my9S~6ZQMBhuI|Lf>PSInuK1o4cpU3B)O4{o3z8vnmhG5LxDi0`ORor0^H z4vjM*UW)fe1%zQg591ACY1j7kAzwuKQ90ZHVC`Z4Liyy~|AZkQC3#>u_)j~`?!yWCIIQeHcT@nxe;mKh48Ne71PRE$uzsJwxaEsFnLvC% z{t0t`?z2UskFnAmus@VXpGcWpnZ8~ye^LFz^>z`XGuizgL7yaz5$g6AK)z@neLi$L zn|nwC;t`F9nCH{Fnn5$%%1)~MqW*M?r{>F^SO)ft^y)s@J!;Uhl`!8S{|wW9w?Oyx zf&-qXr1^ZMS1LEzxI zn8%C0P6lH~k8punQ5d!@Q zV*{V<7rh67^3$L6Vv2+35;-mPm`Tl`%S>;e1NFWBj9m32IXa_*V5_Rz02JH4afYf&JNuH_JZvVtNqvP`mZ<7C;NAb zSTO&T0mKhovA+{$_Zb9)A%8@FW95<5A1kNte^`C+FQlh`&xxa>WVL}FY9Ab9^CYD^ z%onJi{)j=JNMHY^n&&nxrQCjuX2cINmstSu4)xD4?Y|0)ybGhIU8(J)J%P#Z+;sywXF~po@s(k= zz8~;tnbi4S72xmK-+&*RE@Y2ZgZ&Y-57RUDSHgXZ!5@mm`XLPQ1mihjWiM(!(7Hm` z$w%~lJMup;ZhK#)^mDSBga;38INRds$>+bpBNN{&JDd&k1CGZqy>BHT%=3%Ej<*k- zh)v=1-{1h37VACXAa9H(gCo6;sOJ>3`>BE<+IxDIO$t-gr}2kGL@zh$WeNNu{S2QY zeK7pFeSL@*D4!uaoQ66cae?~*h=)q$s}&DvgYnV6hI&oW+){7P&btIdL(ez--r5N7 z7uk#DN0{9YX60Z%NI$Dj=QFGv?1#p~{=gmxSIqT!-hFfj`u|9Q*%+&U`y)-IHW599 zB|DORneF~=IQ>Wj>>uHH=Ef(-=LSxJ@zFlb$B#U;^xZ*)7UJLh;H4j}=83RhjrugN zs_yaOV=~z9STR3@!QOB^ZeHye624MT{sQZt@F}9#{8RXv`wF7}vqAcY4e$O%qx?L? z5A1)K#cjWL_pfv(f4uk z_*9S&#mPfCz*0(tX{GdK9 zt218?8ru`j+pt`)e8#@wy>`kblG$SZ8P1Sg^e={Zv8f$q`!B3MTMrWE_9a+d)3fMK zF8BworwH?WgfPqpC@)rC#^}TLuznnWjW^^-jk4t%{T zG|&F)yZIn|uZZ>_oFb8;?N~2YNAY8%(SVSr%T)P%GBU`xZJSaR*bmBkWW*Y;>PTal z&oSPN-1$l=FRc;cZ95G1jPj*&?mr_xCw=|6^bz!j{8?GsY>HhfdjB5dgO%;=FIpj~ zJlM#o?js3C?XHrY z+hPmjiTC>jqmG@rcgb6m?XL<(owS+~T^kGQHSzg^VARtYYZmLhhxm>5L>Ss5e}wt` zHL6Md*|(^ZY`XDhw!{hUmt%eFUUg@!?|8!ekNh*t@-gcTkHgM1z2@?>j_j_l z?C=Ww8S?|{USc{$QU znCCNN$IY@a2yWr|#<+10->u)@1oB1yBnf3%>4tWvDU;7wwfW z$QS9i_1cblxYH#nLruH{f2IgPn*M8NQ8T%Li1^>YD34{IPc=m@r&e2sV z19@Wq_LpCd?mJTs_QMfRh;`o|*-4Vy?}Q5rLL9u0!udb$KN5!i(SKO^Yl;sO*L@7T zxIy&ZG>$hhv9a7fu>dgkKgrnrY3+g(&J@h{>j5MP2;%;%W z^nH%NDZJyyj>kpkF0`DgvJeM;Jy;(`_9`; zR=IAu%;(6p_`h9nhAK`C49VOJd!1@c% z3tR}hw8t=iVLnFXupU8vUD~oLl3sR!co8i2C&D1l5&vSiU)iocj}NTA3(-4OWvsfk zn;Fl4r)uwf8gt?)?4P5&r!Iokd`!hnX+9rJ z_YRwV;6x>}59acj86LVI zZ*L{+Ct-Y_8Evaoy|obHGxj$#c57vI=O=I<7x|f`X;q$R8ZK8$^%=fH@}AZI>6Po- zyMw)AzDF416R!UWLq382#;_B^!zwQgKC*(xH@De`PY>K&3H+je5C-|6eYj=)wJA7! z5&ka^?Ps=CzgjEh1#o_j@|?XrLgoDz(fvytZ+6=I-mah5Ks+}P`^W5`mSrq3yx11^xqBxy+{u$Hz7PnbyCiJ zn=t9y5`D$v&lx>(SNPseTwim($Obr??B)BNbN+7e{At?@@?VV4gux$CUvrJ%A4zvV z1$kll+|bz@&nc(E`5e+a_mJ5;1)EDiAJQ{7#rCP?)X(sJDDp>`?}yHlZYwcAIUV}L z_VWy!4Hh5&0{I;BH?Lf%mYnSc{($onVII%i^%mE>-rB(R=N|BCukZR`E)VwuPi+V6 z61`tvFXo@&B@(OJ;gfh@NkHY0zugesYefXPvG%sK~uh-{!|C)xe|B9@+1uN=k|Xw%opST#h`zie=)4baetlK!}?Q zrq|Cv@`v*BIFOOkcDV)Qhw|{q{ZsC#(;N1uP<{*Dl;)oLJCx`D3wH%aXRCRUSB1!v|UlZ5BdJW?rVeT)ioUPXuP1QyYrsDGi2L*IQF7?K)e(4a1oLgepkI`)_oyug9Y>r1`^E8m94F78 zbj%3+4f|iA{6pVwWw_!6inl9{_x$0qX&J}|+poBAs^g@N-C#b!`#8Sx-W49@Zm?fy zBOaeH`1_cDG1N!>_#XeGG~i2ihgiu4SdJL-9rR~b9xYMyZ#n1}{k z?eJlV;q9<9&DX3wyFb7%+wWoHJCVLt3Ko8z-|++Y|CKi#;$>c_f;=!^APoB-m=CPH zwSQTZ=9;L1KCnGuSbt;uVfZ-t zBVpjbU3-Y1IG$gpsdJXDh?Ar5M+JT-KV=NRHHXi4{!9BQj-D0*`3~xH_3J@fml+Bm z-^cq80ZN++x_03I&nXC4`)x*kmjH+_I3E+{>#u-q9VQR>q5}4e^aRAdEjs_@CBM%S zaMo)`zH1eGpFaQ_R?er!Q^nvrknlqcy!)$_pKP(UGCGS~1Y#sNoLA(Z319{!ly2?#ByQe{4Oz zzT>qCb(6h8UKn52J1^@xA-77lmg435Z0nl0@uK^;D8Kd1y@w~>HG=s7@rKCMk0<`l zgZmXI?+ukbUpzk&$n#Hz+4_|*`@bB)hNfSsgJcIle{N#_2t)pf^93va&>lm4ZC4KK zU81MuOLC?A9lpK_iMSseKkGQyBieh&)u6?@j`!vE8uCpcf9zAy_wLv}q|GR{e)D3; zC(s^4HEh;uMESw`59ilV1BE(8{c`Ce)L-cON2U2`liBybg3$e{HF)MvmTN5^N#N?)Pk|50FaPq6_au(0KKm-j(}gNwNDW+tixQuU@x@uO|q@|0Ur5 z*0yo4?;oBQ2=M~tv&|v(bYZw1Q?{>#YP#fXvHl2y{_*|;!}NcF0>V7s zVVLdTY}=fWb!AEm%x^Sab!_F@f~#CV+eg`t_}sc2;uFTh?J?_}_bqxUF|p%C@%Rio zOXU5FW&29tegu`n`QYMz%VGVe^Dl;c4fA`d58q>>Ke7JHD1Rah{(<=%!}LAAfG~S+ zf??P%LHnX|K0j>FQJ%FX?}AJz$#?rVJ;e*3+#$a~{|Zx@+^^zHKZs|j|FG`8zJ;6& zh4~ug6{dF}d|inSkH29xHE!LyI)c3Mz5`*fFJm#kto$SSKViPVOc>sKKzhTCCUpCD z*9Go3pne%XO#T?2I7cP0_%qlO+8beruNYqlga5X}U@yo|gyAnKHKj2y-x0Q*B->;! z$=8pOww2Y&2}!^&>W?tUbAXs1!f>8~`XUVehW^Vi{Xdp~Fr3fed`TGef%1$DT-~+f zq(M?QX}%{6=W`f;BG)NteIB0*_KEaHKDl%6@|VXpi!sa?mH{|Exa!pD}OG?&q=k86>|Q%?5^=ktg9k0P2^p!XdI(!Z04u z-?rk>>N0|LzCA>vB z!6{@_Hjj6^odz_2dhf^Ha}(@7yH{hz9d91bqt0s|$O&2t@c`o=VX!a4Z3PFjdOET9 znFY~uv+qvS-vRWX{-ZnJ7%-{kJJ>(Q*Jzyt;Q-%mkWV6g(Zl;Z2~{xS`2%5?-%{d#t|?UXo|Jm&1IB^4#0JFzgQ^ zefzX7oj$7V3h@#1wSD&AlU4FW=OakZzM20$mY=u_{0rsJunG0QFMiVN*kI9p)yZOd z2=n}qFzgRee^?*lSv#yUg6Q9O!Q=4usqx^AMBj(olPoqELI3D4`*ZA*b0_)n^Q!%? zhi~W~|C8%8Mt{`0I|>`Yzj1$^F!&R;Ck*)$>Wh`L{T^1%@(03vKktB<^nI6zAh18A z@8HO+`fnMb5I<2q472srLAMpT$uB(Meguwx&}TvXwgdiPZx~Mx?kIK-Z3qGSF}}nO z36|0uzXA61kUoYZ7`8I*lwMx|^2PZq7BTE+;d~G~=7QopBRx2OL;eZ#e2;&>a`4WcyQNDz^J;%>jk@a7dit;~tB3`?%!UxDVL&fod zFnrI5^^e||u>W+_P1p}H!*ay1e!%{z9Q+0Ci!eXWPO|JX=HkxT5HGaF?HQg#>s`XI zpMm#*2!r<`|4G8mQ$N?fh4~ZxkucZ`j+f-|{YK}riy(fZJd%D6R*W<;f^wvfFwAe* z-!ZAA>Z+=j5Dze4WH=h%4;2uG_I<_l5(a<5^LvKb_aKCUex&c1$+^QDtF++zW%P$* zPcM6fdY1EeeeBoPP4~)GAYNm9N_LY^dU$NEV6vn!(2x2(9%|{^)Zh>K9?FMdb&}ulb6b~acHY4AEr!{8^MvW6 z=Z>kO`#d=QiJ_V|wX5@#GbB--gke4p6w8a@kN6&zfYmpVFmG3Wl=RK&FCl+s_1XOn z!eH-ck0)F@C(jtV6XZ+Sf1=X9ucH5tB^-Qb=Zur8U=O&Tasn~LU(A0`glsOoCtD2b zCE};Ja(2_OLy*s+yi&XaJ*y5mKzrQ(N(nU?l-4S`Z-Mnw9$P$U==}=v6M!U)@(6<>n19e-Q$IdQb~M-K`b}-y8TE4X%?|Y5wBTfL z57!38We{JHzmw1I-}vDs5B7`lVwm1%5Twc6nms5i5aJQmPm>LF4IFV0{GV`7$)5X1 zpXK`>X+=fWb6wLQU%>uO4O#SkR@4e!|I~FSASTxb9FQ52m3pfb$8W= zIcvGU5Qh8=`8}2Q-a^CL1lm*ms^-EmJKE%3$RE;!zs_&&Df&Je>!&B|{+n1ikMCEc zKdO2&bnG7``oAnehD_R6+mCJhJUl}=Vs4L~E?_^{e}=lNd}hBM&>#9+#?)SQZ+Bb) zevtl*!|x~8|9uGgIMu)Fzc%zw2#=qqZ%@4arecX)KceUK&m9Bu9cRIQDEb>=zJGaU zLwL`GThrma3AF#SiqAH0zFiLIO{ibOU~g#uX9a2lM`~7p{E(ir8%iYYU9EWjbT+i+ zZi-hX_%pT7m+LfQ^Lwa|@$~HHq6-(-t&*enE(DosQfU{zIDvg5znP17JxX7o$>n!$ z$uk|BiALam$nUviX{{`M2gq-6zCV|}{IB|e(I6kpzs|cY(hGZXQmLB!?|hYwagOve zkSFFl=UP{h5Ppmvv|WWyKk3mTRboR{SJ_qr8u54 zJd5Vn?98UFlMI%y_jm*hpCfuM?VY&zd8>-72FdeMyuR#yB|mQem$hVT!k@bG`!x)+ zcy@V6u*V@uGtf8c<8qbThlwY5$QzM-uBdLwp!aV;Y4Dv;LXXU5cW4@kY z_1XSk&dL(|sezUd-_hT44p&NyGOd91G>v~bw5*R*HRO{>Zw_I$KF#eVEDt>Q3+Tc5 zgD~tzU_QXG7s)HvHMubMvk~||%9AiZPt9G}TOwUv9nSl3yxd<=byE8$u=o4~c{9_U zx&>Cj{yWC6yp^>dpUXXh_oUJO@U0bOniZ_ITU$j@kFrQ=pguy;AeiWQ9?0wN~1z*1v)CiM5Ev^UsB0mMS z1s0+6e?xplTqtcge~q0K_wPbs%dUd=1+c$`^cBvz`R#zUJkD_z4)EMfo1X^!_g^hy5Jv zzi7vs4@RFv|Hp>>7kxh#bhKy!#GXpb`G)Q>#OS-{xNpi!yq1`{BG!8E4pc3 zE5*(~Z>;Om(R4!z{C_&iqxg-lPrS@2kPq5piD{_cL21$Z=r~@ExJ(RmTLtKh+OhX`LLl9OR4sR!Uf#=qruc)8)rx zP3RBj%UiY&o|;z2^8EGI?9||?8YB67yiC`jyGed6%wNW0c@mcDM(xWCGqf+vuLA!? z`IJoz3{j7@27XWTvp?r5*emAWgkk=}{#p4<;+J6-Kkl~Xt?xA21@1%O{s3Xf_ozLV zgFT}DsT{^bd~a!fR@>8)P@izF|LimOn&rFDcomc6)=s!2g!K%{|Ni)O8IkI<;Cu+@ zi~Ani2M&7p73>Sw$M++xl={Ds;{7q)m-Kr-XCEAu?3ZEr#skTtJ9UB*c|QE0XQi&@ zs7A=&k)8(!zW0t^e3#!Re$aej@T6e5QhCtw68~c7uByE zi00pOKbm_^Z>FgV#B-DnVX#NE_eUEe=0scmg8dS-uSXf5Dkr$5{?Xo9eYSpnEIDQLe}$s;9FG53CV#5?ZAtJyl>g)1 z&NKC;UjV)NV*4fx`3lOPFyzyiud;Ibe;C2zqWOgvwQayZFdh+xXxJXJ_j?|f@B8LH z_paPQM$dx=t6uxw^7#4~G5?-`FxS@;-OQW&uWaM-{fXl&o#Wkq!2TreS3WsnJ6^Nv z1Rmd?j=$nv+J89INBKP69D674+d7!vF#jM7_J;C#`f||7g)>J0M)^FGOL#o^>OOwI z^_kf&=fA<8d_H<6EO?gGI1&0s`8+#i^wT;!1I`byzsdtUR~6K&0zKGYHC2mEGNwE^OfeCI?ePy|HJ+LkFEQn279tt|d0SGu&6ec=5_>=m?+4yD&eXJYHqbSXQ3Dhue4cFAeXLJ#~5h_1b*l z@JTOMK>T+S`zv9ER{DO8FxW5J_v>4o7Tg^_8Rk1&KM)50ME)6O=Nqq^ba%h)ast{< z!2S`#dSuYQ8069CUkvdX=L>2t$JUFiKlXmho3DYk>$Um&k^;hDPk26081iqlCsv=G zS1`=pe;^F}pnl#eT18Irp9}E}<^NW7yY&>UbZ)OTvOQ`aPrS|Z;hMFEW_#*u?;@6N(puN_v zob)xLUi5$RgkNnqHBtQ>*dOYv7BQ^9&|Vp4-$%Sx$c-LT=mh5j*#5n0^aW?R@nEl* zue={S|K#%(qWA2meDa)v)qn0l{6~L$Uu?F1w{$414-kK_aIBF{+s5Vd!6kXq#FwwQ zJ%0!<=uj#@68sPChcJwX?dt|VT&|nm0QQLTt26I*-Q(17$Y+rs!io!7{eZoX+AfLq zKTtn)i23~-!axtwUl-CjS|!O7{0Z%~t|Tk#)F9FSFQWf2%+60fD)-RIb`IhC_-Nax z5O0_U^|Ad&yY%gKE9@Zu!0|u&W+{Dqv;*{y_C^@|4dW?cuzzZg_2K)I_L%L5)(ejH zYb<*R`39cX5C(Z7y{w$&1N8y-)E$QDf;^C4hS~Qe^~ZJ0e^d{F_>TD;Vfa56w6FS? zbFkVU(S0bi|4&&}_ab*{!~BWym@wQoMfrbfRF!@2ehA(N#r_&6{V)ph64@7) zGtBI@F?8X`e*Y~6`@sGi6TdCHdS?g3->zbM8-FJ`gs&Iy7v2oMf4PbpvxYwzIoKbCZjK9xDGtPD$dkXHWWBbo#A$rcQzk|L}exI94 zBYrFpop(}u#C-kLI^0|~YwlCXuh5=bM|m#u(~aiqrPdF-KbL5W&eKsotxX1Jj5T(E zyr}-K@XMd49G0sfd9)%1`$zc@hVSce{BL!2>Op&Nu>W%rd@sq^_GkSD$j?!Jg!%oK zAL?)NoX%^)eRVvK{ZamVSfRuecpn=3`_Za|P3dPloZZ?Mhhd zovc?KSp4~U;DLwXZey8hs?RX}pO4^|hMZta%zDUAvAUs(hZl|E_icV}Tom?Maxdt&pV*!WL;OMeVVL1SUoHdvV*3|LU3%2bNjnql3+qdpuRmBe z#U1P&%cb20j$A1h&~Y0pPs{E-WQjZE<0wDrb2aB$rkE3R zCa6F8g%QKMyWWTRjr0?S`3dE(U>)e&zq2O96D(JlyIfnPMj7NeP;3thUssxajd=q0 zhV&2ydl%0SLc%Z~qdhCyhs%uKdzt-zo=|b_b+aYN%f5* z)E*xYz5hq`<31T(o7N5TMe+P9R3@xW<0-ezd$;ZDN6Yqx3 z+5V2OQ(Vl?xlZcPp2`d6N5_5N$@U9`orkO{{n2v~oIfBxgke8M9M6TFt$O$_?jd^L z0O{#`cm4d=EBEmJ)F$s;RoL|x(1ZP})m(Wb`SU)k_r&p6*v0C?$dFtKkRRF;VURD@ z?-F2hu=Uew_J63tF8SlnOg(yx&7Z<9)dN2WGR8yx1pi|L@r&U-L{FEG1)6tEbm2X4 zq)*-Oap&5LeoAQ!8%+qB-&rs`{uq^oRN<4EYPnPeXQeWXljWh)*aF!jK=KyfqH}o^+(@3cG(K z)JVPOxJB;{=U<~Jw{ydX0Prt;G5>_Yo~b`9=k`VAAaAr6R-f{BA?uIw6^?5eKQtcW zPg8A^dCEC=86A?R=7fHlvy@%n{0!;WoPI+8-9mOHm)1`&%}L9xYoQ+L#RXDPCU+yPhwI)o*Ko|HD9iYt1=sH*ND2uAgqj z4}*iO-+(`j7SltRo$m;{PjuVx)=d}UCHi~!DR<_))%XheG~qhorIkaU!+XRiuO4&O z7oFMJ2>QeEdX%bKWM5bc=NVYPN7cPleZ9pHAFy2eXeX`9o%aH@SWdVD-M1BLUoSg; zqirGBi?NtK!f^f|-fv~)z%SY_t55I6341!}xg4`s1%EIUwwfhKJYU}+@3J(pCSFdJHX#1FDroke!`t(FSu`?4Cl>+``b?#d&Yy^FA(;g zmJoepcO%3*@qR7Gi!mP;_ICf;Y9v(y{*3zOjH+)D&tmu78#C@zM|Ir_x#Qxt#s4F{XPI^l*+s_p0DmO1be5+LU z9nq_+K5g~x_*ETfe@CdN8{~H@Z8`Wa#uJ9=d_kx;WX?P1ZuyXZi}!+K`v*9G z5r+Ijy#5gq=J}Yxf$u8E6Ml1j8k|V%>8_j&->cyG29?LZYA%b z%m3HLu8SaEBOai0so==KIFR=^v3(PU{1N?ymB-+IhLDv<1w&Lc*}$Bi{e!n9fgxgDPKVOVvDr^GUSNL7#S{T{%<>`4jd( zxYyp)kOygeejF^kv;XYFID@ zP2=q!-q*Ic8P-1-&j+9AF0d*om+8#P^J7*=6(58A2I~)zEp_u6Ka`!P3WxMcHmMJM z4)HZmOwSPA!pF~ViOwUjzafXuHr&(F0(+$P*RSgi^mT)Bl<$zY8zT>1U93p&X$glO z$vUpp_8-hI=r2R>E_Hw7-~jSK{SN&x(!b0v5c-=c9*;2C8!Mlea=z0{*xyC@n)zLR z_|Zl5ekPWik6E#AdY3%DzA@ipxn`lK5}XepedhUnzsMKz|DP5T=JqhG!=szdIiF>= zQ~hC@rtgLtsljdplQ;0H4desj{UIS?m=BSE!fby=Xmv^RUa8+h#jj+~R`+^`PyLj}?VVwk zZxROj(f+OK46iD7+AMXD_!%X+bX=*D29)D`K1%zvivF>gFuz%g<-@QEeorSP4Dkv1 zW0=18W#u3rv}Y;@eIY-i_PmxnrFBroo$Q6-`J^vvy_5W3+MK4 zePEEX+9c8UCTOpOrP%%gVOU?Ie=|(?J%xl}J&yWhnEnqzXq}V2=&Ifc9$yIa_%OOd z@Ufm9b@~3s=&@qUkB;1x%We73Fs5~ z8|NOlbYE*R*q8XdO(9{(SH$Pd311qq|us)$RrVMg9mw{34v-~>v_T$Yu|8sm54aydReU{TC^+MQhNBZmy^q)WO^A6;P z@q{qD4FE0A>y>bye5ROR!f-zk`c~D}nSX~lA!qDF$F~1Doqxpg1y7n04PyPK}dO*#w2hX>s zAO?Ft`8b(1F7#BBhVv5i7boGxSQ*8WU|(oIPBt?FFHIN${9}Jki(Ma%iuB?3?o|GH zqWzc^szX_SA2*vAmV|=6V}H)YT07>d>GAUbmosW5E=iIwKIZF$VZK0p5SH0Py4ce9S8QUi@Yb?Yea5fX=Cexds5+D{(dj^+M1HRFY@ zQeh6K_y4%M^0*qG@86zQA{C*m6_q6-x>uV$X(5#*YqBM>C2d5aP$)`T5Gg4ilr=jg zDHWl#%bqOB62EirIWu4V?tkys%rkT5>~m(G=T3h=(?R~A==*0#&y3+t7slU7WarW5 zGkkPiQk+ElOB`=TrhUGIs#U_N^M>d~%L@ugH#s~OkAl3)M;Ge|judE%$Lw_>!#qy|S zJ*>IEbdgT&FyqA%?oVCR_JuY}7DGGE$1r{G!rW!yhNW_SRS^9>XVzc=C)_&W8pjk^@T9lJM!1f_s8;2 zt9+q;MtJ{2Rmc1ZP;Wr_xRut=_;GO($P34xwdSkt+jpYxui^N!l^-_9>UcuEo3LHL zh%0fad_OgN#p+cD&K~6T`PsWy-EaJ{5A++yo3kk_v@-hy=s)s@FvK^ccW#i!a5J_?IT8e}3P_s$ne$x%}tvHddV`{gTI%1y{p|)Yh4Ryzu#jVObk8 z%0>ULi2Pfm)bM-ItS!J#^q+*`eh%6LVP4N*{n>flqMqAjmUM{+`J+7%27iG1v1n>p z#@^HW!QL?bE%NY4N}nM59x#nxRGqqPeGKH2YsBkW)X=#q_fQM0ALUON@;e-Fap$hR z2drsi_r1**&%1X0$vXo$pF@2o4E)CRE{+NBoM`t0^dI$a@r7^4zfBv;x7_#A zxU}9M!TxAI#Gntj{uN&HJ4<|;3+u!Ez>3>b{omdU1b=|}7h(ASMzlx5AP>|p!X2vF zc=$ZbhvTnQ+?cn1*(mTgsK11PKPc~&YT?g|*2DV?G#+8-kNjOZroTs_-Fk@cxE_Y5 z5WQXtItNX<91H)4f%JQAm;YVV>jm%^`Qi1#Fkbdf8u$}jKVh&Bq;FN~XRWf_2sp38 ze1Fx&FzKwM6wn83_g3>!OVFMS>qY%14E9fWP~s`i!0#{~uE*O-HK%j!0iYk}^NtwR zwl?n##8af-`^lIe8q>bOc(^{oTz-UMe6;7)21ZAY`do+c#rG}E2}6E>>mv-`!^H7d zPucIX?MEQ{|48#S>cX#sdP{J5G5jArPng}eFkdq+No(f?Q+D5#VLAH0aE96Y<_z=v zZq1}_iH7s{f&LhX{S9GQAM(ei^Dw1ytrYGre9Y1#s-jo1?=zYEtlPGy_VFR`56J(u zN9Ki=43CEXYsKRchIoqh&)S{ZW5^GXAFQ3#8wvA#eQmC3LD&5`@ct&vhnUyr)}0fK zUnZ0S{lWPNbN{#ABWF}izgnOd+t;6;sL(_C9lVb;N=)ziU-rKqUfvJ>4aeUw_;;Ap z7}5VXqQ4;w{KDs1JAEI?oG{ok>eGg!4RK>Tt^#@C{)#ZyC&KVOUDTfq_swKBd#8hc zLi^oNEH`CCg1r0_8gHYVbJ5s!?oeOG{u{^c{;s=ER4+mL2=n!BoN8s-mQV@xGV~9G zd3|G}Z}8K7R`-FwC~v}GoT#rG&sGjUG*0yY5aRC>m~Z^z^uk;A71%fCj||iOI^Ld7 z^!lznVlqj7JggVT^L;emK6b-11-j2_zUkKL5cBFBp1%+V{v!WaJN>_u`KCJ;Q+3vF z;`bB$)PDK}S5E}`P+orONvgA2%6Puu_r!ki9XAPR$N4uaZ%+2tSOxsT@i+Gslw6%s z4f`+T_vWz~G8Rv(RQgHceu^-Bj}QGhVVM7nSYH@EB@z8E27k1z9rmRC5F3x)_cdqF z)BRe8;d~d@-a2mD zu896yzJ!b3U4~8EmuL1rbJ%oXN)Nh9A zeLC~4RUOPaIrN3+u{~s9_Q9!UqI^*xmLFk|w@Eu(NAaE7;rk&NUs!*Z9}|XpJIXV} z?c&I(^LoSjkv_ugeL8d2ZcFkc4Cm1pFGK#jVXBp*0Q^FEguHGz8~OJ==sW7ew$Z#peg zEV!P~puaPpYXm|*i}DGL>v?8ssXXkzkl%!X9;7$)#O#@CpGT^mB!2A(X#P4sG6VR7 z{MvD5M^&EH2-qKBK13Mw3&$tS^G(8X18MvnEw;aRtg(jwn@0U54CCYcVLbv2*A5vB zxQD^FQ4Gp251isqlZuxZd#mtgA6g{b0X^^n^cdO4Y0|0R2OL zN377e62IdioTs2X2!lSNKa22+dO3LAb-urji2Ga@J~Rl<8*%*+S?Ari=KtjRNJMTY zi>QvSu;0M-MdV)8)LQKa^DPwfHzH3Vd12{P9&aKFFK)hR9SHBc(|9e{OE0L-mhQ^% zAL)@=R#G4@q<^)-(!x~3AuH*YF!tlKd zq<44zg3=-VYeAmq-w4C|RWu*A^Zc9I!Tyl`J$jc1d}(!4Xd!v-aoH7;_qivmAN8N% z<22tMH<>l+g||UpaQ;1W9`Al7Xn}ec%7@`dlII@(NqR}u2jIRD@?%d@w3Crm7QBy! z&+omoZ1K@0JE5M6^z3~glXU3(M}FTeQaw%o>BdVyFZPezc(urJ^aO}UDDTMow^Rh( z3?QE2_>slI^`Y`^u%AL4<@2$o#7PD84fT~Udq2&5U-#Nij|W9SJV*K&X8T>jFh7pR za0$_~&$p^=h|OxaKOnxZZ_aQm)w2jgen#VCe|F#Bd|%Q_L#dOUxqa=st8r<^sw%L5 zTu(t7a{Sa6`%76co#9uR3tbu&QLafh(!G2Tz z#ZVua*bW=geF4^ApY)3`#8b=<3G;lH^=Ib+ghBo&U)H{q^ke@K#S48*wnF}c{3Xo& z`TlJAr3asygMUMQ92l>?KPE%;eFv2Pf$-#Ykr_h3L&fwH26>@BJy7}f$oTcAAs!*U z(aXIw1aiMSjHBnHU!HN=u44xEAk2RVgTCPS(M@)7R#Bq+#VEfRso7=+cep69`*|^H zv-4-wOoIF!{cnt+?Zj6*-f{bnSGv@KQ5Kp@?|HI|U zJDqxcf&B{BlMYI3_&joJ46i>Nlx^&`aa?Ea9}aeMi@*CK80;0tKWMlk{f6CH;2*C4 z;9&15zV<`8JshmNqOrrW1^ff9@6eAvIVZXlL%jq2Z>+w|^f{?f{CqQZc>k7lp*MlQ zIDV{k*VO(i3}rM(A7Y&r9PHD46y7($`3OV4j{cdo)B98A3^$N}VfZZ@|M!_HZs6x}Z9}#KKd}GdeqEn@y>y@Zm%~er z=O?O*z6XHvJbZt`a=8=Vl^SUNc#md}H0Kg{9~;*j?^DQF*0wV-J^S!c^6i zH5ZS<{Su@nAvTiN zmy&#nb>G^F-q%HaC(QF9!kk}8m6NZxtw`ecr3u6S0QsF%wWw3=-}T@xP`{F@_bptJ zFb3XtLir`D8U!26RtJ5<`!C7YtI~H35Pk0+`A-<;M}JS4zYlVB^Ve^4e*OY^qrM*t zG>e%WS_A9D_nR zL;0SX;4yvt6bpX-aB7xy?*WIOfxkz2pK>1`l;7H!-xnYZ`2^B`D(}_PKijHd|AFJB z$ts-dbLI`tkJAFxTxFJR=l(x!%NMDD%WL8OGd`bo-%@wEgug0%pVK_;ndO9Uku`GX z$v+c@_0#wtbDD}j6#zziPuE*zqotwHk=>U}AMyUz)YY4~zfHdwcVn>sJh;z>{5maj zdT8y`9Y7zBce<0^=CW_1`x{0!;INY>lyHSs#Hr)E5~xO==!3HF0155gc{obQb5$g0=*_FNwbgTCN+ zgu!1?f6uiyP6p(0de5vYjnTef%j@Tv(soZLj*Wov2Z{XyVHgkN9bwo%BR^Pw_C5e% z?jJHW`z_rkJpkenu0M0%hkaWbKJ$E;Fpu9^7AaQNrd_~)qW@ud39Tn<^6r?UN{4v< zbT+imdyRD$`NibV&!$W|`uSBE?00a!bJi1eyZ716$3K@CW_Z(QIIIutmtj^PW|*Dt z5r+LO^6%Vtr-HD{A3)!bzvs1EQ)Ru^ga5+&u7tTgoL^(K=560#USB#N9I0Lv^#J6B z{5yYlsk3!S6Wp&seZC;27g>KLkk=pU*bkd;NV| zgyJmnCk%VidKhN+J+eohno<&Zi`!rJ=IgnNvK2rN`gev|eJJ~I!p7C=8^GUSzMB17 zbB@Qxt1v&VC%g6H&8F?H++XE%8n?DvT3>kIALWtLdHysPlLO#?(BI_@NN$n5D+BtD z@+QpBw{zwU&~^^A=l9EVR)4&rKR6opPpI#NdHs!Hc0Qit|D=C#2mXKS=7hPwVwlN? zFuyOE)38DJTI64_Polq3!Y^yfab91#II!C`xtEWDf5`ufVIxim%Ynh0zXi`7hCUa2zF3|c#QZ`;N3xuQ%}S9+Yn!N=sfxL&_ysG z#y`T4uOmMQ!+8z$ulpWgU(*Nfn`8Tx{_#Eg9Ws)XmqvRa4E`PK#|+0({>ShO+FuZc zd^i<}D3E)2wU-gY@)>XR8_4k_M z3yIPP+hKewv40~B&!fM&)@|`@#hf`@zpfdEHU(b#qj-$ub8S+o{iUnJpdO9mUrP@Q z9G^HsnZ<)^ukzxJ=U)T;M*Yq0+x?Y?hv@$>(cW?=8Sm+MHWua!70*u?>Uo3z#gLyG z{EML;f%|XPzmDX?#tWzYAH%GkOqk!lWbJOWp4{{`QO3_i=Rc@_xsR0_j;+fFdqVkN z_wlfElfDP>4)f*fDVoy;s9JLUynb@lsQpC+?0b#ogk@MfBMjLl`V+#iKR|w5&pUJN z(a~(hTH@#R#=$yGmrWtwpnl!Z9@j9wcnHXkux+Wk&9FPbAJqRFjt2jnJ$qk6X3iY>A88W>s_tsop}5t%;W8? zl}nR$>-~ZKG@kd|%GW8a%rb_26#e<_aVEv;y+q$@L;l^-T6<*5-4+@8K7;w)G|v!a zo3UW;*iIPY3+~_V=ISnbJFF4T-;kcWm3o5?rK>?aL3<_){sr6bDcV)X81;krut%&f zgkgTH&l3iJH~8On;NQT1G59w;&tcTxO z&Xcqq?t9yr=c9SuGh|%r`^dc|`tnRdFF&-q1M?w$d5a}KY#$5%A42@iyKC~~{xS=R z+hosq1uK`-JrSLUAioI1c?S9ehUd2L5Al}9ue-ZHw^bj;NB@wA7~Vf=*ADe%v=?dz ze}eMP`;zXR;QvUWig5l24XL`qFgSlgeav4aF|Y6Q89-k@v3&E3B{y~Pm<;#(kbn8r z7OOJPNAh|@{%5^WA9nA7{y6>vS=$RCe?{>3nR|D#ar)lTbgk09T| z{G!m|{Nm%+Jwg9*KEiN5+#a)fYvGdbrE7cDaDPD<@(-kkFyEgSrhMya=bNVZgpG$7 z>L=76F{}@9(U?y9Q|ER8|BC*uDD&#%bFb8ZpSb>FgZ?e~0`j)%_w zZe0(4l!pGuuTsRI&*<+6gMFhtvv#&$FI{%9)0IqLXs7uQ!}@4G!fb!X`m^)LQtz6i zxH~h!|DnHOnB50vn7(goUV7qfeDJ%ekl!J{OG|z&pWR(_9|h?vTk84B)I1jENB%I( z^oe2Sf68(qXL~OD0`U*~KRH$Bc415a?5|K>Pt6oZ&#=w_|BCwdG`f$|Y3qD`AOGnE z-DAO1MD-Em=hMRZhezB!0^gHC`9FQ-GjjCDt>C{=e+Wap0O>F9ryid)x*q$OGj^82ks0 z_x$LLS_g8UQL^WwI`oB@~jD<%@Z zUwqM+Q8BIyzb{lV(?oHR|5fm3*uUarh*o~D6nI}2<;^fV->Q_&E4wlECin+jPvyan z!|%HMh51l^FS`}D#N@q(_<-_#S*R&nCA}T|5Ay$I)55p&zklKUtqL4FDPiy}o^MrK zIu}WVn8En~+Dr9XqdzNd?&toeI=QaCQfUd~BdE{S=ZDSnZT$n!qkRzO^$3R9{l4l; zExLu{zkt8f70ajk#f;%!WkmmJn>VNTaPSA1PY~w*jkPoXL>Tys z_E=ZD<@@h*JD{G4xW2c-qM+~Fp}s}f-l)FU;yJK>^yl@6!T!*n5{7t&>#GlcxMXPI zUOrw!U)3FnjSHlsrO@68OE^j{5zCJ-tiSbN4EpHsF9v_o9(N*nvgb>PKMlgdgwJQz z!}?I48a8Yz>!Cdr^aJT@h}rwBEKUvl1^T;&$M3snzRd=CB7Yk`XY8@gcnA3%uAeZ- z6Y(qmhcWe1Zy??vZVb9|G4{iS|Pn>f2FhBqLFyNF~ti=aD9{jn(;mJoUz#kwzAO5RZ@vwdd#7mt2!wUtSuq&efQ^Nd% zFweg}uFuuTcw-OzNBwA;W+9n$j;Z1z6pYI-g(^pCX^abhrTsufrqsSZLE6z_C zzHdnQM{vyyYki2{=#M}DS|rmq>j3CC&i_TiqjlVLea??B#>VOvt2IFX@cA!;$A)bW zF^Bg}`iSj`;aNoQm+2dyKKdEV>-k?+%?>!ec?sv=mosIz+A0n!B$B;+y=%Y7#9UNw zLirGedI+xPo0r**m2v(s{{iuQ3@^w3r!yxE_wDumZHIV_^s)ZuD894)^#2{~d9X+1 zH?_lk@phQYm)fD;iu@zY>v^o5-Cy}uZ>4)=+zD=<--}z>ux4!K6|h&7@AnD2idK86L%xIY^t)4T7s-fJ&d=|8->XLIEC+kS^E1M*A3}fs z{bRzrceRb&9=^BUZhX;qAjBsezcu(#r@)gb{JzT%^=zNkXK|oUm@g6L`_CVrjgvN5 zUV`Uw{XZp|Mh((irNrJJ{wdq{+hm7)_`e(+|7TFgX>r0hpcnP)SI03Eq}Htk`$7Bu z<>=b8z|)R>kJ$XzOttYwKaYUCv0gzK_=W2u%>ECD^@scOC@*T~`&+_rK8f`FI_T^- zaM*Q-Z>V3tvab&~m?65)g!=b;NvZCV&t2fW2lf5;rVZb!?56=e8^roW81!ptJG@w8 z-oF^?H%|Xz;6JX1jps_|1%yGrkpABZLF2-|itdjgeZOB!J-Gkb7JfeT`6FnO zoXGzW2L7UdXYK61KVg3U&ib?Z9BXIqgA?Za&$irk$~Ws4!1zdC+x0(Q$xhYaKX5+e-@SHP$Ly{_J%IXWxUGts>kjl7iuwB&G3aCOe=(OQwe$G(xAuswoSr1# z&;I@Ew?${ZF9@%=i1v~+3lu~nk~tHS=$Hde1wX0)>ND}nTyp@Pl}dx5;D z{aom)ILRJxUWN0?^pSCKvb2Tquw7=ft+Gj==)MZIuPaXP*6+LOZ(6?$VY-heAk6HS zVX%L({27M-PeOjm_#f}E;y?n7N9~9qUJ~A+c{J{s1FJ6yWDh>>8<#73{}tP1za)0D zx>gMST%3;z-gVgxh}U9!;<%RhPwh%eh~IL%=1w*+Gz0%D_GbdQ@>_L*^=Co9 z#QvIL(8u=e^ga)7w=(D$GO9kR|Zwj2B!{1fUIVeoILpA1ue zFHq=EyMEEhaOjWvMi}JP4m1DC`U5@4Z-s^KQ@ocy2mTw2=^+gMM(l3|iv2_MqdMPa z_a_C4(OGrrg?<15uZ%zKq1`W^++qdait zf5OTbpcnZ?81xaJSDyFw%rWOumCeL2$V+26y#p2YD}KvJDD^M8p(Xl10PL@# zF-O%~u?6%A<)spQ)3@R{gkgV+ z>mdyLZ*ja7FnqlI^RPc`Hy+3b`NR6ZVL0LT+q1u&K%PW@rb_1M9=F;1?t(4?cb|~I zqd5Nw%Tv8W(8aY^$>od(Y=6TrU^+5-E?%&-H#wWbGw{))3N8m5guZ|eLuY&St z_&Mo^`jJ(p1G3-4{+gbD_&m`%P#@?KpXUhF3DbQUL01odg>*Afyu$Ii`lrck-gXoG zy`ESe3@79FK?H=s-ypvkHl+D91`l1?`E)Sse^6gFR=lZH)o=%XBG%lYeWSaky9DL; z0?n&FmD7}kaGs3oBh3ASX4xF$KI^wYeFXWfwe9Y)EmHeIUyxp{{oRyx<(i;ACjMTD zfH34YxPGmo-90bp|Kahl+u{$I#bHgrUz9gt7$52D=BM>b>0B%1GbsOVNi)kLKhA;Y zvAw%Xo!kuY#3vk|Fq{{nez5lA?J?*-`ZLzf;zh4HucFue)`0gjaJ@PQ z`vxR!w*mR$d^#6rHNLXFAlHEVC4o-GpOZahKk<01yYy+Zj^9kMH>5{*&%}$3#b<%v zNRMt?k+D4>;dx$!YX|jzFVySF-3Gg1?lapq#|6pd>ddKukZBZ zmIGpMKs-Zv_w@{)QXu!3=c|1Wl}l;o{{Z=*zwEcxUCGSFv%_0jU%&s>u3Y$hGpDcr zLVcyZS54sjNL+sr3~;`vwrcK2Sl@cFz7U4|WyQZ3;4@cf2Xd1GgT{-C_|gy|P{6<>q*;ns=QLm28amj7blFWMvP--$i%7$2%&G*%{< zP5N$V?kzF0K=eIq@qS!D80f`#!`hw5 z9~s(NE(&=nst=;Q7|xr~W80G1;BRm~!;NDlZR%$Le{em9@wwf%>=51OL;quVKVZ)3 zexm#x7^b1H7>bqn5CL;eol zy40@LS@i!XgiG|Y+$M)8wU9jyk-B`Zb>=X+om+=mYruZJ-3+x=fG=Rp35+M&LP`pNpU^$=$DeSt}j z=shK4YUCdheI^S=C4Qg!9O5JTH748m_4gHDrjw(8&uOl|~A9%yb zT&X*aKO#1~r=+C=jF0&XVW6+0m>+~8KH~aWJL3n#^!-5r!}Psbf$4}TBhw!R!}`(R zn%a!~+;yPn{cZG*BQ@*~MDMHt|BU$qVJ_d1&eDe_8|uM+1Nk>{Zt04{54Ul98Ku_e z%-dCCpq_#HU{)w)kX-Q^o=1L;UL$$R;Iakq2kmwAmH*m8clU*Q5{^e0;wR2e80w4Y zpBXk|ezSHKzZs_Q9SFws9sR@W$Yh9LXpdutT()kV>kst^q<73CySSUarm!At zH}5}hPjc}mpx;i+f5MROV*X56xsB*04D|?l-XY$7@0dPNe?xsS_uHqgq@2#;!We<`V887=z6!HOJ9SXJ3HQ}-ys-+YWj_{ZK|KTcGd4zEI?H1|A8+h6 z<)W}V4iK+U|HeKvFxHwd7~&hQkKtm%76a1H>~+}){6_ys82F9)WwGyNi0k`E@OLOb zi|1KGw|KTfyg+$a&NSLIF!L+BKOnH&d+SPIb}G+rEwlP9mODHFJLcL@kXeu(ss_Z>PeD4`GdW7NM1l8u(nUWEX_{Vc;&j};IGeaG=9 zOjxCJac4Hz3(_;;tEJ4`z4O36M~dlTIF{r&ahkz($CP-W7v(=m_sEl8Dx&{?LitVV zGhkAu<%7Y$;P{gtU0R$b*9!SRjz9VJyCZ`wPlA0Qp0dKU(_fbaNoDFk#cSI9r@?I? zf0Q3#hzFS85e9ok{u2iOiu_>hRF4--xlx|ES-*+ZV+FSTCq55qKEdwSGR)(f?I?Tm z)Je-=J{-?>|Ei%)8BuWlg8K!+T%LCGmfj6@D*^fAdhM2t{WWO)9H5_Y+|$n!inj9c zr_KMmUHxV@)K{^-!*DvyM;P``IRCT@Jp=>WK63d^YxbW!-dOa#Gvwd2zkl|2RU8cO z=b`@E4=SH_%tr|JhWVxanE2X+k;5QJZ;m}W3;Y|-=cuAMDSqn%;7@zZ_WzDO4~LHoujlf0Gffq+W z{Q>pc>FJ;|hDZNGeI5BReX&p5U7dZfzr^tg^Zb0ek6?JfNKepr@p+P9dgIuBYacI_ zDkb}zu`W5;pdn43zP}@w5xGY1zj!-1&p~-G>`LhJ$?$p8EwVYr`&&%1WB zTwmsC%M7*YsNZfKMwc(|`h?q~+vVIV z8y)L`K3t#M({*L70}pWhc58kUP-L?S?u%pltZlZs!6`E#|3`bA6)|l6P2D?C??U~X z)u4BG-3$ZBCy_t1Z5MuM6n=yELGgLQ?EFkH`^D0E%jdmOekXZH>^}*294m?OkTAsC zwg0w*y@#pBYXjc@pOOHn(Qtx5Nef`#=Ks z4)HZ1w-dp?VE*C0WcV##D^dLm*UK<{KStob#JQ?X#RuBaUKwWb)IIW0*Sgu`c>Hxw zYqYfMr2_sR^FfALeoPqlBQzfM=kphC^9Y_S`aU7@#~m@m1ELQx#Anpkc>xZMCq`$= zH!{5S$hhMkT|oa(U*^@DpN%f^1$t0_8D{lN!tlNWjz7O!o|$*K=sW|*pD(-WffS2bXU zIj>iFJUQ@fdd~%Le;C)hWWa*7af!}Q@5lZOGykL}Y@Oe-FWJ%*k`9MGVU&7#DP(M9igbpbDeVXT^o^RAHt@z=^?(YbeO7Dw0 zUC|8uL4QM-)4z1A&zG#a8ITX-`j_t0vJ~`Gf&Qp(ORqTC4K-f@^z;_%6T>XuA`JCk zTn}rf^K-${ikDlPf91mSH2>#_@mgwr5YNT;y#>oslW$o)*98BL{9cy1pe(#d7xG7( zf4NS`k|Pe8Tz)J12h5FcmH_{T^sbm&=QX;&=zG*ypC%0P8TmyR_6zO$gFnRhvC?&M z)`xY{JfB=SD@-lLQwHu6K!F z$Eh8$${FI1*Pd-IMN98;d-VGKHp^FW0LT;dmtl7PPZ;tYU+>j%{ zFFgNUwMlk+$J?UspP>E_27in6d%I4Nc7kL;oBY3bv{z=!M=f42^v-#{HgK^D^hf(7 z4D_PDt(N?Jq1O9<=XtBUW);kOWDD^XGd z(^D56hx#U-AFLf;{^GU%35X9!&pL^!hEZdTA-_ca5a#}H-Qt}eCY9Ae{T;_!chdiM z+MDH|zl5uH53M*W1Mg4u5!=H$#5|r6=Jc%hnl>aq?Ti>ys@51{lR{beumk3Az{czkzO`Fy$>f~?W~^3FugA!*ziR8!K}3tc)m}V zecws2;r;G=x5kV9A0G8%W3Qs-<)@!kKWB;IK!5OKi zFG9S*{z17V`tDy$*!M*RL3OnzR>#~y-?08j81@6GU%{r&?k{$-1bdq=<`-d@Z|J`m z^dJ2nYiIdj@Z|l^mCSRLSv(1L8Jpely+6B*=kNBpqcWp6H^BY~*S9@*`^~C0E#NQW&_43+ zO}h(t{0f~uzkJgrLx^9fKZGG)p#JW2Ee*SVf_xIsgF;vO2S{seR5;Aqw@6jjc2MX3 zG4#@YmtB)zf&QYrcZ|$DwmslbM=#>vj(Hme-qSDe{CLNjSAEajdn7-c_!p)&Noli& z=)NA#A7-7ka!~0jm>=aAcBryQIzR>dDatqO#IKOAeP{7_A6C`FCw{O8X<^S>v~0&7Bk?^>(XYs2UvAV1U}!mxhAdyd;S*d2rY zJ+61x{WUHt%NBEg5N(gC(oesZ`wMQZJuK&z>;1|kskLUg7-pTcReS5afOP5&U z4gACP?%8f&-NP}S)4%8T<=s_wt9d@V=i#1jJF2>Y{BgX!@(E@hxk11mT;JZ_ORFdA zj0Ad+Uc!)1B7gT*j0l|6zl+L1;?LgJcNPnDPILbr`R!o!;c=3n57<9ypiy?>h1bAu zq%UgI-YwS}uR#8U@?{8HR`&PVU5RGpcmTO8RfuxcTn<{c({pgPf^Zf0=?^zDTnGXCu5Mii)qdz08G?(Zh ztoV$LhtGq);CiB`OZ~_x)PeuQ+$dfTVfY?7@|U%<`)v%<{|O0L|3S2#=xguh^c}en z>U}hR*_qhM3Fja`Kz|{;<&U^c`fTz|~?IGeU1qIgTVXmp$UuLZzA)aRJ$wt*vt z%gdi2{W>)FlV{F|AKbqmT58_yd-oK`myq5=;bn4eX>Z{DNaSbiR&ATLtG0r@V0&y_ zddZt(-=IE=^u?zA=TTd`7f;ev1nj0Ov)bRT)abXYgxzW>AT2OLhHuC#jaRCpfgJ^bv} zxXpcHAm2j%9e!4-I$B{K#4lVQVc2h>|6!QbR}Qy)Pf7SL`u|GmPng};jCbyIGw-wq z(2x7q_zkv_E3*!A{}t~yVWM$)HQ%4a$HeFaI{I+`cf?G4Lh>|u_&yKHE5TVWJ97R- z$X8LG3C_;)2dX^yela2MaOZaiMgI?p{S*7vje33kfh;>uBndK0o-H4EK;jqq$D@`fuEc%X3hPIH9Zl@AddamTu%ASKz_2>4pD@gi@;jQ<@@~Y{ ziC|yozmCah_fr1AzfUV54E_T9A2Ucj(Cc6<x8|e(um{JK%c3- z$~8|;H6QXPq~`=;@Q*03lU-b0j-2xXeMWjtT7AE-v|AGB!}<$h@PGLH$)(fhzHAhI z{}abQd0?{Kkg12jA5i~<{^z>QF9&`j|4$xYJ~V#b6@LHy7s?;Jq1c2iix8mMtj`)@nkkHYh9_Pi6xhxMoL zISB~!^|JO(wBD@63#)8@i~gSo?IkPa@|F94MBitz!ub$`zr%P!?V!IzFSY}}@IF7a zLwyzb%P_m&!Jcnq^F7lWRd?kc*bDV1%<{XltCtO0wMK!<|7=A0FTK~Fxc;5}yySWx z{~i#pP(S~(FE$x5#Gap*{g>}z;5<}xeu3kk8)K7{|49k_FUGHP$7CY!o)>*z74?-c z=nwLPFzl~TKhFKRG1e(gR4+z+{;I@-&*qomejw&U=O1~#J|4CL?!%+MIRDIi#)hfg zA>I;hdoVY`MRec4znH)05ko$O{*mEx?fXMLpxyIu9!B%i^J(P&E{tkA@TY5K$5F(O z3%_1lTvOc3^^Y*bbL2<1v~|kQPFoe2|IOA2%hZ211n$qEycs@0{wh1TNb+XXJ6J#Z z+w5?K|BSsIKwogY9Obj4PriHpKdhTQD=Ro2?k6F=IW{LZFY~a3^Cs%Q>**i|CljEL z+Ru;ZeD;M6yswAvPvszn{UO?OPX3ap>vtu8{(rK5##9N#VQQxj|Z>kNEthImZ*m=7oTMqrP2!JieP;=W2-(iU(KRZFJK|g@eCA zeZ4v>^y?JejqttQHDdiC4Dk=^GYr3@dNS(|M~?sY2Yw+xsU7mmc36S_FHUf^`rA5Z z*>Ui`Ce{ISd%w4*73>!^^Tj}Ztv>cQv>1~?iU$m=iP+C{%}1v4O3UktQ*DS`Aw6)<+Y|; zz#eeETT5Q7m;12>)`#)^*5y0BdRCfs%qDxe^~0$`-qDwzXWj1pC{nZK2Yf#T_4&4Y zkjHovUC;+S5566HTQx0Nn%B2(*T@Aej*IVjhVU&<~`CVS2w@ zKv=#j$>Yv~g->=DZiM$UQNQj^>hdEj?>p=lF}@H6ej@+wI!{ly_I?J)gYf5vPweG9 zc>UroV(uUB+24BgwBI(FtwaxDNojiiUgR0&)k{j0*!yPp+IDU^`%LtI>1h9i;rjyZ zF}v?f?Qs5q`bik{uN{WjkRQ|z^#HU#!VrH^zHB@#lGlBsb%P7fjezx_{@!00eMGNH zLF%!DwOBtHc9g*TQTIaw7G0B>3i?I;5raQKe|bM?-d58Aj!@sn`R+eeUs;}Woa7ySbbUiz6BY;KODb!c;xZPj%9rR_V|`_+iv$P zxIcjX34?wh{|NK=QnF^`^=`>1VV4E_S+P3biW zkITz6;l8t;Sf9%V&hPDcA{Xez=NV@E2f~n_BEJap`_g3|w?tKpe*R>RLde%GIiR1IuMq}*pnM7Q z{R->P;u~S`r)d9ALM&DW$$kTSLH<5DsBL%Y+ZmZ~Hh=CT4TZmFVLwIvtIr26-xdn; zKzn{_wC2jr_c!=`R)$%;cp7rC_1yLYpx;Oz!}Nb@f~Q62hcXPlqJqb+=Xkzdo@&*k)H@mUi~65>dPe)5=>Ozu#PTgi z4EYGgi}Dv^kFC#o1@$iKPnf-rQvULp`fmRUIG>~Tuh&Y_CffnOQGcI}OM5#cW+{*7 z&-~{13W}c1{pIuCilI}De{=uwJYa}n#$-L-|M^9CwSy;aK)!?HzqlQHC-vb7IRC?Z zjxg6J!rY!1X7?#x+?RQ7)z225$9$(k{aW#dpesNR>QhCE)6>bmC7@p@&x$WHVIMXq zK)!?VpD?#?)~-$TRrc)G)F8Yj#m@69`~QA)b;LA&Kd92rcGT#!@(u>9|6WJ?OvnGd z?_2rwR@R`ko;+VA4Byv4`YJy)_$H;_=JI|yY=eZ+P&0nt_+{C8hl)05$aj!l!n_{I z+Go)GgkinNU&69%KSLPu5wvH950HMp{PASjp(rQtm-u{D=VxVGPDQ}?4ot-QM3~zT z!)!lSWoqqWbf7EnAN9Y=dWc1U%P^P^{aaP+z^gl2?Vz4A1jj=R^=tG8)DHYWd#|dj z(|mJZ0mj36OZ7VMd&b6{0V93Y+e0g)j;;dzCj4t()t4I4{}&*xF~}L_>Npep1I}OL zqBlKmY??wBT7S(!KeZM861jfXu2&j6sJkehp?qpDJ}VnFLKWnV?8s`i3DIAY5mp@?`pV|vwufA=54D12N;i zwclN3fd44J`oY8A?|Qrt^cT;k>lbC6t*Ms-Ozq3=Jt|lC0gU6-Z*u>2Bb@&~x}d@B zPu=4Rc^;1%el!Lh4B5!fPhQ=wdQ$)L1I&-{moVQiziNPhz1*v0zL_Z91) z9qR*)!s7mSI#=@hYK?^jACr@{!Jbeaua$>vpLR6`-uFWJzPA3ImsGF@=0kgZJz;j7 z>$aCr&qDw3dclS$rEar$e)_ujZj=3Jk-njR5(fWGhp<}eE;+gF`P%D{N5kkm;ATj z9?!qtSIqKNN%{!!0QG@kb{_vxCL>ePVFcg*e4L>=%Ragj$QSkX8iLQTuzl0AA^qyp+3;7S~)5j8ZL8WFYUvHCSk1k^@mdPBX{RG48 zJhDl4yUwL1V~C$<9}KhoHDOpE($~~$!yvb2KVH9V+B?Tq)u$7`4?-CH2hzjv5?XIl zjFeHW+g^x=$Zx{D-r98PmUEtr0Q@V)x278{YTBKW_RnC*-T9xq2y^@VH0tT1 z;lo#xOhIY7Y4mruFJR=s(iiTnL`3 zYzpWL>QD3YHkG?~r^5aKRF%8M}Ak zh_|4x7*ATA=lUs19hal;Cka|tzc|p3^SIGBtSfwP3+W*Y`8U$vTDnfbMc@tcM*g)v8*$capcC*9_qT+h9sMg|zCU7^ zeQ$+f79R)$|8c$_vYro)q-8_>1^4rWVLtSKti6u-Ll~Y%{<8iH+GEI9aD6`p7A!sY zAq>vrXufp=tb%Vw^Z4~MDA&!u>u{*Y;e3Rl-i!SFxp%$m4asyKpMO63Jw&i&sKRC9 z&#xQ(yjncxb*K=h+Y$o8K>uNJzCal45Az4spM8IcFx*E#`Lh0}$ltK`l|(;b&cENo zK1!K=wg&y_C!UWm*dwl=F!--_n9KWj^3B@?=k{`c`TJ$~aOXQwe1G%1ZujL=ZUU%p zpuV*!uCEE3Zo&1bO|A6V;`IZ;o{_(8_b(KcR)vE;qA~`<>=1h3B!s19DBazhuxl)10a5h`6rZ=9sET#zB{Z} zoF8*M2kBv0BDg(`BaTp>(6x z)elGW*?mr-Oho0S?=27Dd(+rorb1!Uo7ICkeS}#(S|}^M>uOF#g5pK$FY6+sIoEeJ zwBz`)b9#>4|0NyvUt)O)Wn&JlnjZWf>0b=~(CS|d{2TNy2740Ur{d33e#bD|Uo)&g=kE-&{h&~; zDzNp+`w>vTA$pqzPMuO62KVW4z48xE9K87cDD)TmAEAQ6yqWtmlvKu0e}!gcrAu`m z+4m@g3T=%m)E8fa^`g8KO{7D9KU)spt3v(|hI$Ilr)a10`;f*XxXq0Eq3Csg-IGD0 z_ZR8;U4|dX+xv(A^F~13ef3y4-L;Y*)zZl}puzxX} zw-5LigZ|=tY<$W$g$%zV{a~2hj}R(9nYZ-2i3>Xq5~}o5mY5X(p07_uuzq@M=ngn< z5a%;O)qbkyw?`>KeuDa@S`j?MVbl)rf5@+n3cL4yH|P!YVtYrGtbmJi27x}Id^*A} z$G3p_b79ARO)kmBqUTW_9Y^NenVkQV(?eLUl#TEBz-g^uEZ7(7PeVB;`_?RSNpER=pcn5Hb#K;w6^o!aZS z;e5V6!fgL4B+T+JVW*94G26#Jf_TzLERRm-`=u<#l^>x$j;}t+V1cktPlzA5K6QsDw=4TS;QZ|x{5GsE&l&U`>F;`| z{_?J)uOR*)JzZO;Zr)X;3;H3hHwX#C{tL&~7-|$(i?aQHMC-F#LoXh`~P?{)@q0kv@&5kKfAujfH#x?U69- z5Bp+&YS)s`ZHGINf200TUnP36KerFff%m&E(Z3D$f$>xGM9P`abbppl2sP{17>r2r z0e+&t)co*vV_5H+4!3AMnk^S+g%wYP_pkAJEjhPUPezIE z^=Tc`FpRr#liQD0s$*qH-x*+!$S=b3bU#+8b?3l}-CZ=ees-H=`F_W}K&bci7O$T$ z+>a2~KZJyV|LCu}cQbXF6r{!OI|#cQ#iVM5i|%_Py@Vm3LHfD}U$tCXrw{fc5RXq7 z#zT1#27aP_bZf+p*e6mNZ@}Nt^ABqly*54w`&q<2oRf}jI#dbg<=CGv#G7{Q zY`-b&;iEpP<&Nlk*EoNV54r~(XB>xiTz}7@`bv#WA3z_(`v+mqoPetd9`_-BV}HWH zAGEigU%Sovd@qjGZ-hO+Zt{5f)&a)H@p|>hwdy`N9Q28>(V=A{PVoAuu$QZO#+7k4 z;J=XmUPt;CG~E&XzXj?SVURCAuQSH2=xO0@pcm~)XVOU9%5{klKdAj^!K@o!s^EQP zv`-zvblxY_$qxJdy*UcxkM!&I@PBo2zngp`J+IpkyFhZLB={E`pD>*7;P|Ya@@HXh z$6=B|o9m?Ld!oYL>!)^?Upp4`8~NX--(CADX<1TMw4Od0pQQ8?CAd8MI?lBV4qpiR zh4T^S@o9ju_Y&T{LGYX$;;P~Q59RrMboGQhsY-?I@ChV>yo^lNTp z&AJx=_GK)#7lv8>XrOtebF%&bxNnB`ZQxLGeMi7ZZVv{2ZTmYrCMtiBxGH|$;B7|q zV5K)u-$wZiQXjfacAF;T!^odOHcvEHym`UuSHeNzkG@(Zrg3{F%<3~jco(4Z@!>%5 z|2Y4kcR7a-9skAk-B5SaHqG@&=dtX#&cpz}ny{nJeeF=`~ev#0y zPI#%twi4_E`9ql1dwDz6=Y>X{x{P=HGoI(KMuYZM>&Y(yc_4j8)4soqSE^EA`z0gi znw=Lc+rZwaebwWRYknW%`H%7NF!RsON-!SkyRl>GQzqoVC#L5C-T$y%l5OY6Wrl^59Mv#I%RxFq&KH$uvz9Xh56%PK75`q?C){>!83lW zkr;d&`lEghetvUTWW!tj{1A!D_Z?d$<>~!v;gEg44?{qDj`aLc$r+~Z>URO-_(KPj zge#qU4OqP26%q#jf%;7t@)M+gs8yVLn8qqt55}vZN4mIfdeaT+cjEgoLc$%-5PgJU zKZN{ZnCdC4Ki7|;IXMOWyq$Qw8dhzabo$m^pa<7$qT{Vr_?~}nL1+?~k|#f80jwYC zHEEjkNIxS9^a1%xn7!{S9Nr_a&O9Oy&ZAJ@hg&&n1^(8S( z{2k%FHGhNEGq5k5k6~9@55o(Hz7hMsUU_r2C*)J;p9q6LLj7g!^uCX9M2c7K_Ow>G zuYmF}?QlN4ZP<0-AJS{Ou!H)c7FWLiG)?KEtZp`x)qjN}Zxk&ZyQB^Df1cQXFx&&b zAI{o=f8z59hJpWT?fTPwZr)DyF5#$7I!4;rl02Uq718Kd(odhgFCZM1-t4*Ry%q2W z={4)pd}YJYK=}S1>WA5ek{usr)l1zW{T}V3vS;+RBG`YUzK;&wt>AX1E33Zb6HAN`;e-m;2jbW(YqW-aVmcJ4P zeL(pT2LFfjnd=ly2w46V^c~yHt%iihE!+tCKGI_zrI@E@Z3O2f*k90pVY9;amtddv zV*U~ad+z@)2K_*Ks2%(p+An+l#s9-}9w}tw(fi^;ft#iO=ge~OcSw)G%PU~+;D=DZ zZ57WaTzufYqUK?sALnD3`BP!JgJCDTXuh8y4E_Yy%i7ugcI=onD+OT|++U52TxXVE zsSfsy>mOT|+i=fd2iP0oH@BXjT9m@-;X;e$Ir^_1_kw>x`C9zUJ{D>#`oBh;&(i(O zpli?mm!DdmsaR2UE)L|0_RKKV!-Wjf{aK-9^FgWQ2Zq7_iDUlDFl)DxdQ=;jBl^Dp zv`@l3URkZRIe*yajBFwC)9T5AG1d|Hq}0ftS$BF>YP$Uw=%=2Tzl4GRm@isi=#pmo zpc3*=9G@`w7o^8#%zh=c_oDm=?cK&RyLDxmF09{BJRV`t2i(sR2K&eSp7k#yc{1Ec z`#08~-X9kdhWOlWKG>flzghnmv|ffgkw3IquRg$KGXK9dq0PQxlgwFtcz$7%nlxhm z5mV3~8Xqypi^fL`^=Q-wn-^XYFPn}6ztG=EPX1nE4#E+sp_{}I-8t@`}I9`2iA{|R}L`%3qiNFI>S5bG0R zX?01|Pr|UCssFaaeFxKaIEvyOdp^2727N^SvGM48aYEL=2l+3;z%S(AM6IKJ1M-$Y zy%OW?#FU4v|D}uSJJf!;G`P|$8Zhe5M8q&3@@LZ0DK9VArow$Mln-HEZ<-XQ^TkiE z4Ezi7W728;lGg>69emjHPvR;ZPmWe%^{7cdmR$d=CjO#d?z*!NmuplP!T?zbZS zgyH-Vwm)I?=W!vE8ex9=4~F&$?`}~I&vu3QOZbRdcR@)e%)c=IoDipSY@_K&S>`V$ zd_JG_^!65*uary1OBnWJvHywv{+Jn+I>LGo%5&nA<%@0BC&PLY%41TuL2KF__Xhr9 zf0L$`#}>672L9oC!laPQJ4%0E@$pPLwBojP_eE^~TEH+{ub8Z=-E+kq8C64SZ}P}q z8}}?-ArnUZO}5qe9d33L`p5PeX6xgGd44@PaLy1@kvrQz5=@S(-elDr1pGkxOwle| z;$e8OA{Q`9mhfbjpK35^>Q8ZGo9@(3LFcc^g5v+p1+|!P8VF(s%mtH z{SEAYy8XsJK4$eizD#$zKIP8M2GDQhCt;8$eZRiaCR|3Gzo7k0M-2HVuCFr8zsGXe zZ$Nsd`^_p%e?N||Z%x0ZZQv9!4#tQ36@(%GFqX)hFq~gUeIU&D4;i*+^u0T>`mxPw zo_{&1Jsf1*DTC*KPMsWlzSV|sf9&LuIU(iVMmbk0jHiUb9#CFRCr%7FcJ?CBV=AGC zFubRL<0s7C+Yk^2dq@7U@9qD^kS`)XW-NXuWeK;7=>D-_#*3nxNe>*jJZ6;idE(}M z2k6E6GXvkPxIU>C^b`H>%=k}7u6FDN{Skh7sQ=fq;`IRRe`ba8oI&}mz;7Inv%!^s zg?Hp3e?xnBw)$OVmE8jCizq+B(EmRe=9^UC-DBd0E#m)?5k7M;cB1MTsE_?SKl&K^ z%wR8+qrDL3>)+0=rs(I-X;G*m{<$1?`tjfDSdbUSXTt3KiohkV(m{1zHOK?obGfwF z%JN4u)W`A68fp3Se}r#T0}0@ZK-B z=lY-7gFF6}+}>O#X5QC(>;dD!@wqyA`ECra0sW!+{{3IbU-<#{hW>u`h_To2B`N~H zF<&DL{6>43J!enl&R3Ca|6DLTC+$MTon<_KbPL+`R=P+4=U;F>M;QDo((86gRjZS% zq5NC2Z?|}Trya_n>^(Yx+qLNGd~J1z$4K8C;p>d<){Es9(D(`Sct;rOqrYI7`Oi7u z&ut3N^aS}~K1CShkK<#Q?KitC-?Er@xeolp2#I|VhI|6^d&1Bkeoq+UBaV;NpH2LB z*EAj(@w*n*6OkY84%eLz#*5#3M)|sD-Q0L`!zi!^^p_svRLZVD%jNpuF@E#>c73iW zs8M~7rHkDnR+_H*2f4J4l>@g={@KV(&tg`GD;^eguU+| zm}~QF`oQ$#&>!Y^b7Q;OlzBzN{22K^Z&l>R+ot6(KScYP7k=-C#bs0AANmWzu)ag} zOSMe3RQdnB1@niG==)}aE!^k9{^y51b)TOT#O{{}=0C};U*2Ie#kPNUu=JV)!Z+kQNJO-LjN(p<>aB}?>-Q3u)gOQyW9(Pi#b0%4~-x7 zW7!&b{~zmnzLDP0)#o*je}s9yOBm!&?bX~aRJt}7>Z5&l5@!3!gn7JN(4km5S6IO3 z(+hM*6nBkX&G*w6c-eI9uegbwFA^}!&RYTiF&_692yr=B;3mHCNB@FbT{1(|&KAycV4CafdPm5B9y(?=joacNVlSqwz0ZwpC_O;(Le(sNajXR&+ZbrLIc%F$9ax7{uw^Uj_3?)W5}V6sCE! zQ~mnoaCcvE2n`5>-$5QcK(_cC1r-AP7A zAzwiL5(fRC?+5PP<`x{w^M_@QJD!@nGKKwKv|qyDPmwUB40dF<9bHy{{%m zz4+C@{hN2Oq51e_zqq}4f6KVkr|}R!kK|o{GUZF~BxoPU=M&RwW6Z>7fN_3B803rn z`6Rtpo%ksZ$|di`2?#^HLw#9sc3xYY{V_$lk1SY`nqsTa)soLQR(5upv9K-z;uZS4 zl@1G@dg~g1f57%v&KR(8=d_D}(f_aX?r7~2X$b3!IQ~`LaQ~Sy{lU1 z1lO-sqA0&tKD)WUU3J4@`7pf{&|hqyFwl?KSLf1E6Hx`|7h&DXmQnLfVf`KT$M;mH zi5Pf$Ns&+DaeCch8&kE_?V`?<#c?WB7*SJpLxdYm_HNd{)b_Dk5s_w z$CG^4FS$8bv1cK>&mmZU*!SV&re+xLR0)3wgTEX1H-`D0{@)nl2kvjM`s}mrIQ!JnH;`uEelzAdy%3y+_EB`@46 ztM0M;=K{ZPgX*i?6d=AJ|NL6BR|X$_0``sm)PLxQW!hU(xxD->G@F(DrU6EK_P3h) zRx@=Y>{sCT{y%?TY~1dsK9uO$Al;_1wnqZYKXLzZgU0;9u`f6Ac(B28&FvodMk}!O zl?^kKPOQ5q$LZN{@#oO8ljV@Vp+9Aqt=DgO`qfW0W-z|H#ixpJ4$~Lj>nD5eK-R>A0rXI`)2; zU~|{pt6f{2`TE-CVe_UQf#d0i$lq_i{JnWlejM;y^1nm@VaNwieuQB^2K8<8%Zt_5 zQo|M4dh(Xx9ZTNW`oVrN(!1sE{fAxj&A>llKFKh>7cO9!?l%gy&MdpS=8h@oKk|Fq zoLd25QWIgmgY*yvd&l_4%Gr61ZQkw|b$?z5`Q!KlhvjzaKdLw6A4qTD3P)Gb6JJ;_ zLwybW_Vvi! za)?J5uXa3tKGQmS9pvYWCH6`f^7CQ;;7gQ`Q8~mDjOT>G-{Ab0wa4a1tUR8^Lm2!y z>Mtv2=Tkzq1^<`tcZ;7t4GAgIEs2!l;}1DwAKZSH9*@t2As@o=6XxqbAt|wulYjmM zexd$^8k=ub-}Aro5urOQ1iBx(gFmHm!i%UqDu?fpUc#Wy$p6q&MV|xnIw>%F3XS#- zJodmtjqN9dev~=&#QX~1AKRr9eWuSM@%jt4w`*wij0v~hK_79xx7#ID<@4p;5MTRC z_)nPIC&QtnkGoH=9&AX9>b+#wJoDrXY!}7iJjDy>9F9XK>V6X3v_~zp8 z5Kqwl2t$5L^`nlPsP0`0`61G~Z@Kc6_MY=(Pf_`PnQKp7j2$6AKzkw#@dVprnB|ZA zJ8xQAJM@H{HPN@bCOqidKVdZq6 zT0j`)Qz(DJ;LngB2hI$1{rSL#&rc6jAA2#QpbGd&<(~)UI4h3euOjr2#H>vHLCKYh>_lz&80(gu$~a!`)`Gt$B6_)ytr zijCA?q-WD0L6akUpH&bU>aYCij~)E40O^Umwqn`Q}NZ*8^e)tEyI!y`0>8^lF6F48HzM80;VE zJsB1rzv$*O7(d$A$?(p9T7Bosu=SynU$3i~8Wh0&GK`OeVf_*5BMkTDkY9v(K6c6} z>dd?jOW-^i#sk7&zo-v{Azom6tel-!Jgw!OP*!aP{shZUPg@bRQNIi@>euPS?8h!w z?|}zGdp!MAYfVi~cXt0u5IuBomeH^aP#^anqiyDP*1LWP&X-_)!eGD1k7)0_@vbMt z?{82!VxEshZyMg*d6)P-M%1t9>xV)$|0{*}Jqf2LcbJ;6i2H|V#O!|%g6NMAwg|Lh zAig2LqrXiuj-BZY?|tI>>Y4Ysx!Z?62mgfQJ^SD4PNU?#VSb7E!PymeJ}-;71o*+Dst!^dnzC(OM zdSgD?|BQb7ne!*s>0!a>Dlb?M#qVQhxE&3=a**dUgu%Yi-WjI%6a}%XWkdHJn+E<8 z{S9H54^eyhCnsAEoX+_Xix`N(@i5Hx8_#u=d;0X34$z0?gn52?&Q)o0-`c}Uvq)dh z&2t|+=&=)D-#Qm*7Avp&AKa(2mDnp`kmtRBumRoIp>l{nqyH(7r+kpgVSG6MB&@{p z1NJ>zUn30qf&Ph=dl5e0+-;8Ii^1UkuslxI(CCEC9{DB2uegbJDz^k73J*zt<4&Aj z7tp^M{5{pbb8^avr?bFcqdvtEX7pU>ra64-n-M&IUKlA{duWWiY5?iWg;0M()d%U2 zpXy7-d#SJRQL<(SuJ4!Z4L_al`@i|sC7%tKeCk)j`7`W~Fke5sbo!;Ja6|}8ZTjPpR7LpA6yV0@X}*eU>MjB(i4CE+Yrxh zJ)uA3PkdT-p>;(rthe`-^iLSxuS0ud<@8>SfH3%Lq(4C_LV8n$`2S=dB;PYU0sp5c zAPoL`;@{;EAIAKHr&7K~^`U*t=Lp04I`V@s(2L_??bG|EtUq|qg6P{i+eBTe73^aW z_Jdmh5G2Pl6zZu4QQXl{Y!G+_9N%b5#L`z|C%f? z+nx3_5bEQ2l6RRGOn4(cpO5~9F!*bfXL9D}U!&Kn!g>?pl$5o-)EtgMd`ADCl6A|& za&mWQAKSaCB_njzZUcT`{j2tJ4?+c@;6E{b5Qgumeq~(kx-MJ6-(vq)3A6Q8!f?Kf z+G|~Kz$Ul{taoC(yw?3fyjPyB^cX6?X4EtGOV?}AKFaf&W!LPx+Irys(VtyQS>za; zc?a?tT+b#9`iAr|Jb`_W_4)q#b=Tjsw_MBse~$EA4;^Ebm{0Ap*G3jUmPU*L>TD9`7kR#K>Ewd>3w#=jc2Lm26q!-zX17p zqjE{z@ge=8ztNKR2!nt5ryTSV^Epzn0I}Q*SBav>(I!W7I!lnD3x`Za=RYcrVx$>`M>nAzVZLhRQ)c zs9y}T`Td=N_itZ5Fof^#-MQu*(%0!dk z{wMnHw4RL_^&M-t{ig{mRR)!nKs>OeCX~5>jTJt!cZUWH7)O#jOA}f;5X`5 zTH%@Xp+Vw!iSoI-Tk$`C<7(JH!~X9%hTLBow+QSL`zOr(<-Pf(yLWbtfcB~Wf>DEy z7L11dPqgQIh~d5tmZwiznU=gIyZue_|LHN#aA#9|KLGnrFK{)iZ+s2(BYpRK&c4tm zy9eZV$gc;wk?|gK;h?Xmj}Jo5`N~w!QNBjsKX~Y&xi2CQ+N1g{as9{q?7{6l8zVEa73 z%zE2NcV^$K5dU%hM;PYwxL?Gu1NmdZoZqaRou?rT{sr}wFys@cFONnhWWosqC`bJz z4El)jWtiDJ!)$;5k(XN1w|6m+FH?JwsiQ-LtGWF=mP*k-&|whd*I548A*9i-VGFm< z$HDy;gt>Vru=(cWLoc!-3p~Kyklx2n8b)@TA$}j!N5WsiaJ~fN4`IHZN?3v2=OYZ~ zGpK)TkKf0oa`>Mv+DEo1XU|W$=RDqIw+;W4lkE@u#rT(_pprgcSNt9t*3VIx-0wm! zxS!Jw^EJYt4+au?34?rby@xR959VjAKD$rAFq@wdhWL*9&dS;SnjC%eellwZs(fPf zc*VW$|EDKkpU*iTHLbv4KI9XazcIXuwTI;pFKIj%9$ZOKQV07&{^lU&_K*`_xM9lG z+aN!xe`}Q2kEzNaFQTt>oZxKEVa}f?n)izGizc)8mIY5bPiwN-u?zT#@_1q;_fmKH zAbvjJNt?mgEwRavFQI=T%8(Ws5HJ`)W^ha(+EgHG}(2D4(YzqCI|ZmzT>WdwA-4>w4QtJ+-~)(UShsR-@|(k)IYV)?su^MSiE5M z>3uE%>z~~ZC(QHPr$r9Fb+)pQzaYQzR9)BZNy(C<_ZkIxMxyQ3wojoP?LTi#%Lnfl zZ`w2a%-cUZCQN?~=mYv!hUvXSLEgQA%7yYi^3RChdH2%ydJa`mik4m{882aIALlF2 zOvVh&92&^=;aP;k-d1(-dIjcJgdzXL_{++xi9Uue(s&4i{$RX#KI_$(Uzy_ghWm|# zxxPL3y>LHqaXY@=`MfOgd3cH;$P>q(Z}Lvde`P(;i~5rPu;-cNEp}DH!my8_9>X5PcyRoMC%ZgO zs~rpajo%kdU0e{{<1AmFFDg5Iw8^cnf+_X?Qt|$+6QPaVzFz)XTH7*34)R$Xf3f=K z=IGCz;QS_zw^& zAM!sBEN$WWX^F{&Lyt~=0Q*IMQsRF9rKa8w$p3IZoiNac>p={&^Du8-JKdeund|q8@s(+-e%H!{=f{kgiGBKdPSpHgO&(G*~Tfo2V zm$dh~!-xgy9SVScT(2Pv{5JTzobTVV@?+Hh>s>)l9o9Ss{Y3e_-Yqlo#+*rz4cD0q{-5Qg`5&_6Rgo$T@T@48y|CK317gyDP*wqNStrnl}% zKhOspU+FH_v$1zx!FW)fZ=6lb{Fgt6{Wij`m)3=*o#guaruoIFt5d}P&%^J_G~_Oo zO4)#YqI?O1{E**e#>Ykv$vq4E;n;uKStsGjm4>jNi}qYru=D%(tr3u~VSDB0RqyOR zPz3x${*lUr#J#VDDSr)pEit3c2YV?{Z|<8 zH-7Hd%;SB9`?KbbTEl@p?61OOY}h{SIN&$(lVP?#LYVi*%C%`ctem~)QL!SYx!$rK z^bP4J4Ef_fnD6JXa%a}wy8eE{tqMVZk)M^$r`DhL4Fdfm>~f>Y{>&m+A4K{q5yO2Q zU+?A0EX#(OaWoO-ce<8 zp&-^Rhud$}=PxTWG=f3@QU5+FEPCspavSUo`yw9^z(p(zv$7Q9W zm!G2Gd*si@_37)+)Gq=5kM{cUMeuBm*x7u&<72CT_ol2IrAmq)gu(uhKh={)gpRTo z-v>ka6NdQ$%AYXb4`aB3=poG4H>zjo+k5^z1M?dkZ}nVVGvW9K;4kV+bx_yuE=5CO zf1JusD>tT6K?l8}#hhpG79_IU>FSnDmoTmljM|wUNM%tZ>y8`(Mj{nPd z<;QodUV%Phdtc{V>C~g?9oRGS<7<8N6SG%?A>Y@N=nr8SFY=$2myta%Oz*)8Sp7)W zKD9^hRSIf*#AT-sQsDI0j@i2Ba$z{g8^=={6W`ui^%R#sVTf<&A8KD+c=F~$M+IdX zUu|9T?21`7swUEo5_%cFME;?+ZG-=o%2pUJ#-G|hT|T_@k^zkEed{*=_%?e1@EgZR zn8%}Un~M!Ihq=Q180q`=@ZI#cm(98S>bjpSol=kvVAr_K5A*&F-+g z--#*U|4_bl@yU)IY=?tCMO;6rub$_`g|J_Q`D(p$?APrRbYZ;@`>Rjru*oLzJ+w#l zYwG(B^f(0m3+4A+O@3YH{sB;q{+BR}2j$Po>HkFn!u-6z_u1YSN;6|X{@8wl$v6~fOw1JCk*gn@}g*!1s5W z@}t5=Hr4Tb_lMK=ybka8!h8<(k72f-(7dlv<44(L)lH<|&5w%y`_JtTe2?unKkgS< zxg(9Y-~25iYOQ}c{4Wss(K73!^Zvk8kT;I6CCu<#zM?+pAK|wp16~Kcf%P@)zvY9# zO#n~Wu=nDAZpz(n;U5F}8}jq#i5H;_6&*o8P@f3%{g$84HH-YasBnMRs&r`fYGW

    XmRR;wjOxepr8d?7UYeXw279oU=r>{TpU7{9+4+0I zpl`^Zwn;0zCfnRMR%4)}re{pwSEG)zvK>lN={$sx`s7-sh`34=ez{(t)^tQgExu-GYzk~(91Fy-uLH_I`))%1^ zV&In~Utt*fldMm19E1AAF|Fq^%;Kj|>aAsQqN_KvC!w^WQiH^4EiC-ABECa7mQx|!<6M?Lg~~=f99rEL4J<>km)o3$F{E5 zn7s;RA|7sU2~cAGQ7ChxxRaZwGn~hj@LMSBU9>tzB^K%;hz%l6WI*zg<1!*#kfJUV^aw;hpMFT=#H!E6E8AC(VAx{DDxZhg{T z^izL`!9M=MEItXTKKNrWY0!VA^S}JlYCpsG$Pb3o+4oou=TWFV#1NlReo9F_hJIZ# z2F4?a7ed0|e+kz&YrJ$7`)B$dG2|=sJz_Y2g#1_Td7$H{)iN-jljH|N<>5!)Z3y2C z^rJkK-QRzVdjA~s3+)B6!Z<*KF*uh(~l`4*O|$X}`P>r@K<2*;;lc(BENs~y;{#NP^4 zY)Whb7xagG3H6aM*aMDN#r@Tx_x}~c_>do}Q(~r-4(JW>1NDP2oF~Wr2m^nxJ%%Yh z2nnd=B%z-$wD0scZa+Xuvi~Kda-c`D|HZIuG>xCiWp@$( zS^IQ;UZ}Ba+Yq~I1-9QT)X1MGXgJvb`i=Ud(Rg&mpXoQ$%NTB6Q!;F*_&y}spT?i! zAkR0(&_BwTVcP!^c9iwf$lR32?Y*P%o2JM)3qfD7K4Dp!4+=H66!|5`jOY5OnY>yn zZdWkpmuB*7?ckPW+`nty*8Fk1qyXw;d!43rT%dfu2hfA|)A_$Y`wJA||ESV;CHx}{ z{>boe4E_h@P35qkBw0Td5(a*tez5N;Ut#5t528FfPfv1nd0GSh5BbAzGSNpE><9U) zHG9K)hdbi;IuUp2w>8gWrjbGw`3u4j|8YEBrha?iXVeV(NcD^Ncpfzx0^=wA_EX}r zpnDu^D|gjDs{8@gmykZ~>Elam*R0|Bl(x%0m5fnCU_OT5Yd>m>w}ktxbRI&eook}u)Wd_OD- z4X-G8SDFR%p}uqze0sYjL4N8sx%C>>dJ4`TV}Cunh#u{3d&>FK^YDS(s3St4-&Uf( zgkiiU|6qDQPsr-m(D(_fHITny_yh5uVLHDh)U)`}(f)iQ+y52nZFap<=o889P4CVY zo5YfZupf;4APn>(KMAw*yF!Lp`}&EV+xi?3|1SyUub&YiwdL_J@Q43k;1}XvL#}R^ zU+Mz(iS75Y=%m}aY%kBBdrh#<>#?K`;^PnrKL~^TCHvDt!Z4pfePH$JJqBSf&+~x^ zvf}q=F`f}-`}4xyXWM@h?W=`&h50yPsE_fSFrR<)ex_AdvCo*TX9;_MY6+9wA^yLX zWc`U@@K=~`vGOA%AHvW->I=iP-^jj)d=&N1!1P9dwZ0PfM2X(G+L7ZqgYNei8JA1AmYo3?Cr+ z3G;lwa7M64z~+f?9uwthxb8%`=dEQ*y-1%3!+YE~euinjE;LNrEj??*R-gy%hcNU{ z^{JfYS5yxCNBc5-yJ>-?VIrTO8QG6YH28X-+q=;OqnO3H{$OvYe@1chd(OLB!tP55 zjT#@8_cY9c{;|BT!R?ZPwi~$o`%atTI)241uosLkeGkvC^tqM}@eJ*yZ&uqb+0D!O z_x+Y$j$V*E64sYcUj3G@pSDv)4(LPv7%xzc>6CsJaJ~uYBh2<7Kcv^RF#E8~$mehy1@S=R#cTcRsv#dj|31*9%&T{p z4~!4vA7RjM{y-;40LuGa=+71=nvx$VWmRWzUz+T{Y}L8htR&v z+)IpR2Ygj4Cx1m4;urFtm9zN|!}UZzVRnB^XtpcyTHH5R_`d_@FJ{Nbnw?Yb2K}Kv z5oYUqLc%cLMShqy>0MNj7XQBs$7?PdIn-=S8_0{W@qo~$UHo8tb0z-695LiyXbpz9d6trl3gWcMi4%VBh=&^FIwlUXyU12>(vfm~gjF^viNN+Q{GFKUx|092f z^gS4J&s7oh7wvJ#MddFu*X)7w+&I5rcqXfl<#65%{nL=k_tzF?slxsc>ch|ubK9)- zFRG5j{eR)m9)sJ4Oc%eOK;=W8kMIl~+>Y7PFx8HpnH#=B{6T&X3l+^TRvroSX{2vh z>^C#}`F^mTj`+WRm66@Uo4LRK??pqTZ(}>Yo;3XYdhO8xXP`ffhr_={zj@#qCQJW^ z6OKr&{ctrWhMgA{j>xsqv0NI=1mBw# z5(fETe}sAbX7#m5KBMej_I@fI4El=x!!kGG$KE+*d_9CPJHI6qXecWj>a!H)YuLYF z@S64ty1QXN3+W>a=lPJoLajxD9SP#|Ors?BK^WHaa6OGM*cbNC%IW@$P#7I&w<4sx z-G1s%_|Bn7XU0iBKM;9+T(R6%kLRyeBM*&R6V(j-MSZaHnbJ+y*&NohQJz-EHZM~A zITq?89=&MT>8IN=Z9*D$hM(=s_0c9h=I$QrSD@dhPc~Uv7Y=@{Q{_0%yXC%r0OyxYZHBDd zxj zg8F1z{B)%24L#r&>N{buSLB~vc38xTq0?dg=^xDg=OwgzrJwxdh&jx!uziM^KOzkC z8659;n=Vr?)&9rzZ@f*FRoPh?@Fy6b3B&pm(!dHJ z4g-Bh`t0wYJFw#duK@B1U0YNZo})~z7NtfL6FdEYrpvrkMR2m z-bISvzeU4(7wQvX$mgm2{QEDK(_TP1wl~Srs?o8ZGUzYzbJDJgI^$~b|CNzG!q7hU zH|floS>xrta(Pe6%{b?3BVNCy_6kBy@2TAh^rQSHAqM-#^2t7}QCnY%*SoMkhL2JE zlcW2$dHC}C1i~pAGA|t4O#%KQ{Zn$5JFPQ%z~k?f_sXxc+LrKqWlHsg%~JZK+tGVI z!l??+HT|C^w@;w)Obux$zBcO>&-bRLU2N-^5eD=lJ=6NRravv@e|fa_bzJQQ@PxlXm4*l|cAI7CX zJi_@dVOYOLeJ9N4`wnJX=4kmTfxkog92W2UyrOq3_$QPnVV)m4Y@HBs{(KjX9X*#M zmIb{8dEAaN3_;J2l0V`){Xv)t;egj$FT;9y-rHw^|GO zM}2pCxL~<%hB3rjv|p!BHC^S6i@80`2poB0;@XONzmUHVzvjMr^X=c$AY+7b4%(SDqdTlKQM*G*oB{J)E4hFa468fh6ScNuc;n)BU9;GeL4 z7q{;9Q)-t$yhnZ$2KoPkfquege`jR_*!|IP9k-FyA?3a|$p z@2pjK^zY7D5BqQU{j7rU&{*#IU}k_csQ8 z!TB=PhwpJdMHue85PkSPtgoPaS-CdR=PGx1hRKlKpdW)J?Yr7ds|i|k4Du(8_k_XU zp!^7P{t<@wg7R?n4cjF9Cz-EL5te^W{GUDBvu4P-Dp)T-dCacVEAxNYrdZ8z{fO2| z^&6mH$WOP9{l;ayeGc+K{dKdn|8socb9gV{AI#&A+c=v~X)P);Iz*3~U&5MgM?XQl zLU|B|c#QINOAe}2crgU#XVe~IZa;2sQadE-*}?n-*PrIBKi%ik+b?|mlrUe9ob&Cd z+G&tCEW)6rfD zbN}yYUZOBk)=%mI_3t^l^yYd0eO#YCt*tlDJZH(y6A1}(`FT!JFzu(^2Js&G=XpHL zH8@KAJ|K=~!LXLDicSk*{|@=LV29KXx9okY%zrL8_1^r+>;ibdALY5ABxjb6ZwRap z-{(eu!!X-FV3_Xz3%xA0cm8pH1;&T;cts!9ZV4*{ z`l!8p{f0$d>$pEzG&AFq(%ohr9~bTF=o|mIMyZ16U3Awx@#!@?(64?HePx*LuLueA z_{Q)A;uou*PxLGvrhX%AZci8=@^kTCjXsK2Q@KA_oMbn?>#OAu52+lnvJTO+xH9H` z#{msozn645EU#aE1>zglU-ELb-j-tVdt^A?C7*)24}tfDF5&-^g@i%As4s+}f6S*@ zd0+BJtb7&mpJBRR!rPW+|Gc!T&iTQy-~WeWLZ=$t z`~vwF>etdsFEgUPf0x}w{V$ELS+=kKE40^3B9EnM=l@tn$O9hu4`%V5$|0XYdIo1?>KR#?$ixksO@9_sZnamacp9jkcL;Lu>_p;x^6#69teYhUrlk@Jt-oxLa z9Qn0!hlN)8pa1QLtkN7aFE8B&^b_e_b>#cOIot2GXXjCT9oy@M9oGT-M1MsX@<-GU zhA&e4zFCKlx6OM4>qSW4>QSeUjkbkV4{s%2w?KNpd7v;I~Z>3jABgwCGW?u{()Y}eJ+M!{zl_R`e1&5_CoZ*{ssCY!eIXxk61a2Kdjt=_`ODD z{$RB)=Iv9cf5K8#)E;5^6q3i9gr-@k+iwC!ey*v`xvW}w67&z{wf1;j-^n4aaK0V+ zyKa2^X)pIvkY5`}#=9=Tez}kN0-z7|X!hF8A z{`{)PQ&nt1pYZ$jA1Yru+eLu7jDC&w~DJb6qu{cX(`!p=En!F~YJ z%kUEC`seO2r5tz3V%Kk%Fwd}j~%SEPUY&+^aV z{Xaqei|y~wJCqV}G+bVT_`758Sor^A2cQS#vm;hU2%}CBu3h`oECwQyc*(>#xYaooQ>Qx$0>1^AtPFjt9J| z%Y^#_SU)ty;8FXt;`0hPUcy{IcgbGUm$mkS_<-fRJPPEqJ5&Mx&_6M}gq8b@Ypk~! z4*LVx{%*sxzQSpxKtJ+-x5=c=-zz47KATDOn_&lhFIh+!>>d3-VVIBo^F80+-)-ko znzpwuoR^~VIZK|Jy^ewYsQL6&M7^|$wf-8>nC zZeZWYkA0m3uZ=VRz|Xtx8@^Lzmh4loC)7{E;BT-$!d#vVyHNZ4jly)^oc^ldMEw(n zdyez0;DFOSwYo!m9) zJiHHt>rKbjri6dIQxE%5*#EIxrE?3`%fWgk>N{bszsK@cEf2l-9r%axIBt7A)agY> zh$q9*<5oCl>}JIe~w`@>84p-c@RFg!v7&f9mq$q`BuVg1o5w z*{2Z)(&Zo?qP?9$4C^=lmNR`k^~Te9MpXsGTP#1_HKEUqXmLItE#U`Y@E|kHh!=N;3!g`$+mD4D#>&HwJ&J`wyN#^K+`t_dgguMDl0td;E(b zA42-imSxC~Y(C5FJw~g;ubP=juzrE#joH-Z>G~oE&W|8}Vp{DgE3(GIeNcgfo>(32 zkO2K3+&*J1imtftJpkvU@cY=qTbB%b_Z|3;<0lO91?}zJ#D%+^l1}sc4d)yJ?pkYz z<2A+~!r+gw|8oJ3N8c>p1@xl+oWJ4LAwRns^atBJe}B%29{mj^xPRd*0y`)6VcdF^(@TFw|9lKq}ai9`;9=-q#ae*m@}_(sMhEANhHq z=&4Jk)ps~=i2S&iST)S75BzUdYM$hKh8?8-`x}FPAw8^|t-oAM9XIX4xH`~B+*cY}XG`Yuhpw(&%uINlJ2w~R*C?NaW8wCr&VA+bOL!c3Cf(@)w1@d&Lhb7>WBoSs{5)~ow;FJtc;3X}YNoVOfU593GuObQ-3u5{Kf z7!UF8>FiW)X?|9&-Q*Vv6(3Q&&uAz?Tl zh5C9mq0`4H4mJ?~{=xFkiQiNX^q~G+eRM!|<0U(2kNSVrJ2_+2Sg@Zf5`DXh816%$ ze{-S&d!~5j_V4m+>PnnVZVapAO z9~f_L1mw9q4Vn(|0Oft-)S^G44#gmU9RH0|g?;Q3kAuI%^?@7D)@-xgkk93Pqj>gh zg?8&64 zJrU`-GxK{>L zxm)7>zit=aW^gkgXVHoc}-@|?gj^}~#Aa9SCp5RZYd`9|?&!@!qu~AlEx9MIO9Q6<5X(4{KgbyV$X6!J0sIlRM_87fch0a2e_!2f0r3j`Rfa>BhEJd? z_h%XR?+)zud=I=2hWyC1j=Z;|*%8_!yi4!lqyc5XFKj;(G4K=d!?R~~C)?Zx{UMx@ z^IXMo70;(0=7)Q~*(b;6^Mv{S#KWe>qQ)1U+n*r*XWh0~aeJi;=;r~6ei8Hjwd zd85C0bWp9!8MWWAK8O1A=%8t?nu`TL-~H%G7lUVQ4>*4wXTQ?8JMcM=U)jF%KC6Ad zFU$6W7~Vzv&klIG&85~%=_HLW`?AgJJ6}72f585;D_%O~d5PcG$MI+X@|+&_WFlXG z$VsRi@%8l$cn=EsnR7cf|JKgas`;c3IkkTxGAvdAJ^1|-yBk^e?8WPy*naLn%hhK8 zjRyU|?{hsZmv2AR4&ot>mti(v&D~zFXybB>>n~wGzkRAOa^9Q6c6@%EH?1u9c|-!| z2Vw57@&XPG7-Opf{bPQVcQeJ>TTPA2JFk3l&p)Bpz@H&K&!pd~Rr)r9ywG0~hI|yq z_e`a3USNP3=nszPS$$=1hx;{rz3|!3cas*EEr9=ZVEyMk;*Qq;iBV+xGtWb7tsk^I z!S(0)hd)REn2X<|#`XxqdMDwUU;WQaYT^Doe}v4=BbNri`UTRPza!T5R&E8@Kl<1F zgwDRF9*hKg#s2e~M}8ZjwjS&q@e7Ry+C5z#0>98-5{CY;J;HGQ=wBR9^t?FI&T*xY zD)0yGyP%WFkdB$pz`voq34?s_d%|2lSUKB|D46cB?L+4)Jl|n>0?}KrcKn?`GhTsy zQhP}!3loMUw*SiddtG?&=+!ZxZz$h_59W`feU`%gB;-dy+cix;g>7I@R8E-fU$Jtw zzD5}Mh5Tpb9awvRW;D5I1cQBJd7<={lehD}fPcaM3K!oItQ2 zyl+)B^VzyzFdo8_$Pd8rtn>%P;}^MEiI- z_2smlX}+*Ns4wwvFWrrDiv~YxA1Q_R@g~*g(v3?%{`h@y)?C@B7!~+mAo9Do`cR?yR6W%`tQ;}$ z2gh5oSMx^6%{jmy#IHsV+^;^w8s_hq-@n>Zl6zt0e?0!Ydi~zo{#Y^0k42L45e9w7 z^#H;!e?t3s)e>^K{L3y_ucG!5^Zk?8rCU1hEVqLF`-zhF2*dgU&Zk+q3+XdqzP`#Z zi)W<=9S4;QZ^Qa8_V>n2VY%M=M+#L8Uv{)@zimm8BW?r*V0eZ^?e4 zxiACxh3%C$=9KE>r~|){zl5P2_4BPyUfjXAqhNffZ-lvg-@efd5%{bHe~T8|WYPrQ+fr{a32T zfj*R9WrvSvp4+s8^*H1gVJOG?m19p%VVryX(B6 zG}sH;!+X~n)yHS0`TF(yB|(;XJ;nbcLHgfkG+j(?Ukdh){QdCX;QO;5i}z!Z-Vga{ zC37Y#L%hNEtMsk28}{zz^j6uHCEBg3hxHZA#|VReLw>Mwb{_R(=*kOmOV{vt@iDD% z^f9MyFrUNktF0eQdZptfHHGBMus!+H>Wqa!+w0cKbR+(Knl$To7mpr5FMj{&R?GMD zx0ZZ8vc~X5#bv!m?EOb!&GAVMA`f49Zve;h*)p+VV`L)uQylN-$@P{o?)?8(!q1CL z4A)+~1M!;5w}-s;o8S)qjqrsNxO)yhR_$I%qkR(wec2$9FT*bQKN2Bf$p8BOT@Lv}@4qqZ|0Dld z`)s~Xn9pBWc|MKjOV2aQyU%om^*p5i%l3m8KlvrX{~K_;U-g$teLC<6=*Rq>;lt#w zzoxrcsO=uh_bb1C>uo{?UR3*L_u~PPv7kQ~f4}va(CNKm1L!;QgD^io{>@vnL+=BAFdnR5 zrx?|2dAguD@UU@bT{K{~*G;F(vPP+U`KSqx!2y^xl&h$Mf;JwVg+e`}%|L zf7FHBZ3yl)8S+JHuR7T=xA7K?7xk|WF}Jt+B|~MJ9VT%4>g(b>dLQhnm`L%T;R`f= zhS~YQ@53sFJxY{^d<*S?Fyv#{|M$)J+UL9cf%88||M!UN&YI=(L7&n78?v{u2iJk-rU%ErI>Rp2Pc3*j}T$Zq-?EPVZ^FjT+$r zQ8k8&Y`>$iqu~94#cA+8`twGojhl3JmjOol8v{#SK3>rU`^EMf!}^P&rxoycN*MMp zF<&6e&-XSSo4w}Xwruc!^!>%h4Si?)hWQ)O_v5bThSQ3W@1i^!5ySVWk4;^#b-A0D z4*g+y(?Gw@^L)hb%V2v=!+o`!4_B#=Bz`uHbuyc+`vCGmDxdPx__o&`kO%U=Y0r$o zA0y^LeoF0MpR+u!LHzm`wcj+qX2~2suoo=<;hd`E5*XK>?N9$GSvLD*w_e~calM2v z#4nUr^QZ@Z`fJug``BLdr-X~X5sTpe3)o(ZZ_)^_Ia7dsbGVZ6vshS_~{)*hRGFwExnEfHsboR6Fa=Ls+$Ck*rvy;L4W z{B3!?_F3BgNU&GrXG?44qMjDpK%awE zJLE@ex1je`IDaqY^Dkw?RC`{RzS_e&jD<9uHebU#?s&6u&1&<*tqXl}`m= zFSvfwiWuZY{SjvCMO4o9rPcG6UijB=$QMz*gyre|QX#_{r2mA$-x2+btTz8>H<5$&BYpYOC87`q$Qi{CH7 z@&3~2Ir_(>*We#-Wbk<>K{-F^#YSpFxHF3d|>GouCW8%o9_lCIgF;T$!d&Bp+L>0xPV3iAVr{fOEf zGBsBA?#cFNMD333xzK*pET}K>MNOpJqqDz{FuwNn32a)U^Bfl@5w}F08`?rOsD#C_Cu)_Xj zn={o`pB6%V#B#ZjjY7-DMwZ`+^lk`4_`%ekGF2A7W`Bm;muvG9O?V;v4dZ zmDBpUNM7nnV^ZHV&hch@q4I9zmjmn=x#rz!TPMkUPXjK zJ`(@QFw18|O3u06PHHItKXANCvGwMO(Z--ZNT1SABa;Iw2EqIV=~K4c6uoZV5V&th zIB8+j%%E$KKVf}k#IT=>^s5Z?s5NRo2;_a@0rFdD0dd zQG-~%EK=PzV$72tau9EZh~te&^J!TKPMU%gXfcrP7Okk4Srco^=D@AHWWgM3hb33K}*4E_Y=$Lb%V@v9qU z9~$)8p80PPVa|W`Q{}xnjC#i23l*tfb~Y^^m<9Ysc@l>B`Y+BWePHGE9;HbAmcu^Os?!clT z$e$(gLPQw+E7}9Y@vQ#$E$?Jx^B_Lr_Zn*T>xL+;fbpXKYIHvMC3I&m^-HpECHy9= z8jttiMTFH>Nn8D04*uZS-x%my{|_D@HT-W3^cwt)A^(u<$MW{C;QWeX`u{S+@ZKNF zo6+aV#)I^Oe@6Y%ur{1Ov70@_e;VJ^wd1|=G}-@nL>hSu9?G772>eF*b+oD(C48v~ z{s{H2op?6;O}reteo;UQKzL3o*q9R5BV(eqtm8wORo<}g!emfyq(^h8MvcS1^g+} z+gUZPDZpqu=m*kA80II0M^pycu5$wWAbe%7v_tFwwtgt;j2P@4{YmF!r^gpQUxW9O zsr~fAO2H2C`2@sT_I@iTiQL%x93rhRcAwU03V?rx5`7^I@{r8GSvlyR>fhzC9)RO# z-_v<&QJ2o$_I2u;z~$Lx%+|z8^RaMW9pyn7-gCk6X!k5{zVt4g`wzm9Z&JBPQ&CE0 zFpLlB*G3HbjQXcNN$T_Y^j&PdTckZ}WBMY|2d)p=K60ui!-v6sU_S}{+5wNvhaDZm z@^z7R*wl4zb~yn5seQz3{w30W_roHs#IfCTlArdsU74pR*8x2S*dAiY2l4x^x+4s2 zTPMT#6C~w?f!=9dTd#Om?+!b8yzdrWU7Dnv z4)mh@x_4RVZCPK!<}0G^|LK|<+x3Qg7U}OE?>jtoT?be{!~VMG%7hQ-oeBN}+b7KB z)uUfqV#oLcvf)&}M@Cfe#-rl@k4VmciU>n~gX8Vd7*gu^GZ%s<=68f4|3LjGEH{w+ zJz@5LD-pxApU*H`k7gL=*Ek-k&-0lczs#3xt((K`pD>S?x`Ue!jB#{Tqx}ex?gHs< zit}#6{8O@?#xU1sR!-*)csZ@_iFC6kRvcI{9kdbkO}Ad-QPo2w?jL$~w01n}xd!+p zS^pOGobd6T!Il1So*wzHr+8InO@x;&}SVpFYvUxi|0^<0)ab9w+Ey@a{ya+y_2i z>oa(NLFz0QcK%z?XXJ=uarah%y{{3|Lm18@`2CGxKcvs!81gyfSKl!rHAc>a;)EPOL~z(-A&m4 zM}JNj_=on~FXdoaVzuagBlg$tn@x1V&AGsDv{#*ku|wD2%LIC{T<7YJAM2Z&0aN*h zi*H+VU$FN{1v-fN{Dv^x2gC1mJyJ{WeJzCb8vI^&`N7?0dvu}vyOOOg+l_=;d_jqgrR?IzrUsPv3KFGfxoCv`segIY--vF z`he{XFs_$*pyDM-`*VT;_Ja(Yh6*76Kz$!@cY>tn#;e@l69)Uk_6JnN2TUBh7UpZ1 zzZ$3jqkWXTJ2I=8aOW= z_F2J$z8{zsGu`Q~p_t!<>;>ogTF(14A1mksBtw2@)`7JMm?S%y*f!z2aK;qOJ~U>bkTtG)<~aGR^^QBG1I`lvA(g?N7M0cEpVO({R6|aekw4Q zIc@ja%@*W|@si;x@_!8PqwyJg&+mB~ZtpwO_z8plKnRkM5EviZko|nC==?F#Z+x;_ z$mrV9?7aek@j2^ok2~7j9*tkiMW0&w1mutO5Aw7*G;F+yd`D4cbG0PZ;7c>I1_pzBA17fx$s_U)nV1vHd{-!%Y7NA9DL< zIP46ZSMMtxA7RjM1Ez8y8S z>qMXj={4D&8EsaWAxrN!3QTf_$5$55gLsMMrmFYzKO5)5_>q3Xa2^Qt$26ey`1Khd z!T(`AFb#=L?)NDj{591lO!svJ!;g2G1tctLCIsD1o-mxmyt0y!_S=g0PkU7dm|6EJ99{?9lTeJ^o_g|>ZLi_ z9PYnT`NQd>$7?;{_C4}l@dk@=QQY5}d3ZW(AAcJ9!|%<0HTGW8XA(QFCNQ_(ZKr%& z7UYZiMHt>sMg9_&qWk><^XY2IxpVJ9K8Wp&3bIIan;j4KB)%^uAPo9|{36Wth1IA3 zYZ8oFQ?`4C-x4UN_R=#B9S#w_e~;rERg)d~%WS%W2GKX#a$MT2U7J82Sbwx<#@ntz zeE&u;dc__uk9uo}Pv{>;-%hC;B=`;MO*p>M)y?Y!;Wg|$lweGcC0gqP%%OkumxMt- zu>Ubb9Q&@0_{8ZSvuVTILU$L?Z`5}S$?K=i3(rCRf%I6&Nljb)F+{eS_$P2{S1LbW z^nbY6zaUU;p>1<3gr#p|6<)67 z@pVFW)RtwPS9AYsD?d8S&GtIG-zl(7|K{}dy*1be_HTQtzq_mQSvZf6^xB@3BMkWu^2`4C!u&{c705Ty|Jc8gebSI>%>50+^qz-cQu`3^X>WajKGgR~22s;( zR^`Eb4e2Kg_X9ECB@Fh2{S)T=nPk?je8x)e|H=`A{BS%}4(ll>55lm1g7i;nZQk7Z zdm`r-VQy~@x2vH&SnE<+89Z~`U$qjFv|}aX6rwMVZ9Og=WN+(|J`FY?5ChS zoZYR~HLv*7t}l(x+2_#qpS=u0-;w{$CHben-RcSX_gFDK4AcMD37qTvjpGk{^Z5nC zbl!`VgFL7|tk3grst^7U`QhBOu{zPv4*VC^cTv%~5~3qI4}kXNqSkIiMd}k7y00y8 znKHJ=yO^Vw@n>jXj>*fz8&4a6-*uaVS~+7 zJ-Jfi_p}_%+@db$U_LZNJbs3I5I?8gKVL3g5CZy){GBd0PS5Xw2k;By?Q|2hjykJ8 zaQ{ab-XleQBFyd|38p)yBs_c?3iA!LFTy-NOb<|3nbCX(?#to$7=ALWd_YF769BVrVpKXcVNeQJ?%S3aL~?VtbR?V37$E ze&SoP75GooM|Xp);>*8wgMH$D2w})KP+ti1@wji6N}sp)8vLIU^3(l^NfjpK5x}WF3*`N4wn05TDU)$*>_*~S;ui; zpD4eX8=d7(#y@X+X1LxH`%|<$=rh_YVLspW+xUES{1i_G18UE&_~!lO zQPF%p>-SJ`*F&uU@MqY+-^;p=Mb6TEe`S_*(Z{e?HL$;i^biL6|G}_+g8qieVf`8X z>8#;PeL6G+gS=5+W{sM2vg-aluy?8-AFk8B_fMEVp*&_?^GUYsaT@NABR#Y2tSy@q zc5;78SmGJ=KWE;C*C(R7v-4sCf9FJ>@cAPlK4W|SZo4kW5AVnG1Hv$$Li*+&cv2Vn zwixVttk}NhJ{)!IN9Q5Hf7CC+O0$Sw!oY8Af8L$^2$=zq>^zu&FpL++7iglM**Wb! z@EhBkuW`!#=i-BqZ({%RbKfm4x3}Q&YyPFf9ar9xgZ6R#a{hxRf9Dnbr8On5iRmK@ z{CN5|2KkBKa}cols>Hwf@8uKXURZ(tBfax~Sf714vK-h(DxeqX3sPTg zv@`z`(1-jd%=aIICRQ)VFq;AKf$F!U86GkHZ+(4%&)o4bt}m5#()bqa9lQPEqIlpZ z+Vg@3`PDf^8GOB-Fz4rjM;kJ>XdD53$Nm@2_E~d7Ms)sJOFUk};E&MW7T!v={N&ln z?u!b7<#i7>9rz9Qf%yW%bbm+?Y`-D7;PYA7U&HYSZ!vE-`(k(KAKP0b;kti-?sPbR zfcm{?TG(rEvq_MTVf{tP%>kdg1oC*hDDAC4Lj9;b-R}_)=Kdw5U8`Rw>k6_vWC|MTRJ&Qv-Q2@oqj35`tcRMM|zhp4V+!DcZ<>wS|3_r{o~xB zq&}dp$nO=^Uo2Pdng{xY{9M^%$$SU55ZDjHe4a4mUnswomK}rAVnpw=;P_Ws4=x<> z<~aBt)aRA9$HMahqj)@7xzZvx-gXeX&mdU2yJlhSiQizaxIROe%Xj7JqQDS|Me>Z_ zt1?C!hV6I(^A)6bwf4fjOQXYppGXg3o`0>Lu&QyT$4b85%y0nFx7v4>^^YN<^FF9g ztJf!MFPhdD=I_)#VYa_V@m($C7-`p9~nxDj^a-$T4WeiP>YgD}tE7^e4#1?#;W-!6_482Yw?zH?FX)bQrz>^5s8b{bSfk;_KfS*7q0xjlo~^`x}FNa6O#9hxrcr zuZ^2mY~P->7tZIPK5pFCyTcUctH3|B$BmEGk9%C|2lj#Xze%m-NWStXpdZJx$;7(L zjO-A=9^(E8!~bEL{*57@LVelf6qP(@dkXhQo6=2tlvw@&eW&)SVId@0@oYj2 zz}N)%V|?uWAVKmBxb@_UF)Esa$p{;mtO0F0AS4 z2=Pn&e}4kPK>t4&@3fx`Y`_)^f#6}NB)4-XZyu5gLg*Ui5md-H}kPRVp%^4 zqrb8IY_bPdKR^QamkEQupgj}j`4z+Ld|%AW_2cIWhk?9NpJGz_S6lyi2j@%Cf5+tC zXf;^+iqAiGtnn__R!{){g5%#2FW)72$2y3|D9;^dyr+EdcjxDY2!lVy@>n&GF5R;> z!Fn`&+ql0Yyr+xy7PmUWbynFD zzJ47)FW4@AatzGpuspu9Eo;Zcu8+jso^HHn@VU_B1M-*-~&!tE}5_u1QX{l>D54UwYy z*xvrlN@HX6f+O*KEywiXF}yCpMjc-xqT6a@nQdo%2yTMZx{U^D~>0z!>^fI+ePmopu7^7`;Rd? za+>d-CMFD0x)gqv+e_lnms9$Dxe4vj_lVj1G=ju?YAF|w#=!b>SFyi2(79gED$@t_ z8~J;nTXnFWnL5N5r00NoFK>k$Bbd(;cKFfm-BT6#zXYs*@Sd*5Ave+cSlHj8!K$q{ z-}*y7h5S7<)Lwmx#uVT$_D7h#4yl<=cmH6U^LWrGOuJo`EpmpFVVZ>BCo( zLuKwz|A)gDCU%uO0Q8`LKO!jExHQf2D?dp7;pp(tAAOFxf<54TmoT?)!jQjVdkiyweDvVyGwHPhKz``oj#g=B+YOt- z?cwP6)h*Kv2g3VZ$p2&Q&26tWJHhw}D_5O(xo0B0AAcSe_>+cuT-A#j4gLZ9BMklw^)tyMwDtT>(RoDtK3OSe^0tMQT%VI2rFIzj-i7%$ z@-unSn!JmvYC(UHf63dz>PlVmK)-Q+h%o4bzF6NF_NIK6)o14w34?rb{=&-H{E>an z^qZBl^F_%yZ+|@P{RHwEw9gdlp+Q>qNuYm7Z;H#DviePB!0*vwdI)p-Pw{dKI@u>r z#h>Jx;%D+UV7|3XG;41`PNS!_AJ`Z2CuQ%^(T1l*_dQV_DF@AJC2Bu&`%Agjwn5cj zWUpBNc=z}If?)@_y&Ru9%6~_1t@ba8f5)5rpG=;0o6mnzB{~iFzNrrDODHeGpl_&8 zg!%e!YKPk;U#5?Sc!~6+8urt-2%ih`#_^|GL|%>d2my@oEj2(z-S=1_ViVDvX>W8V)N9QOG^8~Js15rLflY5x8Z zmn7AJ9;#0`l=?rRs4=?sd;p9`{JxKXFz5s3Qzr&?opwJ!^u7@Ge^RbtX4n0O{JiJM zFu_Yaen zKOx_h_<73IR%Uo~7npw_KQekW9edvT7VOJRtp9|8zc~LU4E#m@FiiiKDIm<(`!imr z7|rNe2j8Q9Wcr+IfB%{2emBxb7~X$E`Z7agx?IQ=y{}32kLkp@?)nB8`I-5wr@7CV z8fi85ee(#NyABOp{->3;8JmWc!+MmJnEunoTkp&rq{#PIPY-_C@-|NN|1a48=~=0z zvClSw|L-rZpEXpq!pl%}e;nnTwQApp4tMW@y&^ql!h0u8YtDrE9qRL$U73AK&QIp! zIkPvc{_^1CKo5@Rtm@9s8h-m>zX|8_gdyHP7WYRO#y8<_4EFX9hI|wEFQ`7yhyIDR z_eDbQ@9%*goKLa#50L$``lm>r8D{H;X9sRGkXWn<=MPc82!lQ&zs}lhbQ-0e2<_AO z3O0T2ZM2%}_t^@k+|c0Eb{eElg!%gC*&nLU(+}5yeh))>5kvmlPmIrLuc+vwa}VsJ z&)*ovi~2|9&_Bj!!jO-my%Xm1K~|rwH!ysX^y%Ehn!|6lujcD7=R$R+#7I8l`Np}J zC*Kw+rb?Ab8X`S}t0bEL!TTh9|G`d-KCBP<1m-u?9{6LlAHpzSL4U{kizWFGmZkTc z1nhhIKOe!l+KzV?r2BzBV?IL|_=EaN81xP0mEHGDR#V}5J|E9EZM@x8?>np~WBqJr znSo6c-h;fUK4G^1m>t^Vn??32o*xm0`6+#WW1jmx14Zzc7+=qK4qWevoXJJU&AcRlKGZM5z<;zaR!;wCEXY}AJWFxZ2q?$+Mi}NtNH4?8Kj*F( zacTGUll*>n?#f3WukX46{u=4cO%Ab~+HF0LPq{BVjCS_l$@fn$n5Q+|*)ty2N0FWj zt2!@xF>^Hd3-p&4cFg?gsQ4JpZ{qqL!@fk{g=+;(-s*4VCX)RThWimX-n@=R>I1Wm zaQ~I3d;HR?<0Aio{L6Eyo*Gwq7v2ZP@#TH@aeo+o2F8Q*T9O`F`@nIEkcb{ky|?W~#q;(53s9vM@fvZzjIC^lF5B z3CDYpFulhqAk6P~Fih`-L;1Eb%U+4@o1s6+x4fG2pxK$n`+U2z(ht@&Lpk=Bf9-MM z+F>1GevJL)-<{CAu-9SmkI1k5pIe%5)!IXSx4(mV2Kf*F> zesi@+HubV>49FYhQ!stpoW2mT>FgyB3eet%84tT+kw zUtMT@jA6zf!V)pm-nEdn<14M5_E@1s7- zeTkkMJwMOBB_RckWBHBoXD&1t42AdWvAr9&ee$D+De!#$Cd|DwJPUyzxc*0&uV3A) z7?Nu|L59cQTheu3-*3%__=@e_(w{!9>(C|OzmdLM1J{jjw`nHW8|v3BkE-F%y2rqJ z9_s6@eSe1PE^~zbkiJ`|EML~FddcTAMGGx9DahUC{vQ$8d-BoreX;Dk;6e72 zK;NLfYgn_&Nl!LrcepC+gcfuBaUAw$$ zfc;a{mlCJ?m2-ZahVut#uO+kRo!H*C5!N4Y{3WN%5`(=}xPLFn&z35@>;d|P{7&VuAig92 zOMSb{F8neF&L_XLUdmS`AZn|9r;z3TNSbGQZ?7Nhr<>mR{he3c#Qf_803xZ zJxq;>y6!Oz&eP-fgh78$o~)dmr+@gk@k@i+c!=LrpD;V`UheVEaq_#KJbx$;$_sv! zF&g{<_E&!P$}Nl8pTYkSzHvk8QEe2zzfht2$~0rF=)N|}yTaP(=yJBiKren@ zF-iXH!%uk-f6?9ugFpTU^L(%($5TbNX%gg%IKD@EWkaPG{^9oZNZ-17TZ`zt0O}WE z@VD6iqxtS-1BZy@f%1RUdh*-l-oN2|Jkmp$`{&29a*_8PX2E!|zsG|*$GbI%{$C#3 zd+efgZu~6?;1_=XcuV<~pg_@kT8JwZ{4P40Y`?O3 zuG6n7(SAPePZNgqEaV3(XZO{sa;)1KY<$k?sk&BZ6K~Lg+gnx5Hmz=L8z4W%{;Qg2 zqy{FRhx|oLtj`SF5x<@WdwMc28YK(IQ*izS<@>CIiQMZk$9Oy> z4Dl1k|IF;P)z6S*9^ao?2Y!mERR;fn{XcW}&`&6P$n%4m1;-p_VT^#@&575RLHupGN@ zO&I(K@}s7rSW`YGxMVerSe9!?nKiTk|_hfqGt>Zg%^W##@v@AJ5Izsm-0fbWrh!eFn+ z-{)m^O8JdazGv$N zRL8_@z1p)6>;cF7#>jE;)rHD3^nVY6H|CEkls9bweZhD|n7^m>#=-65 zJYzfV&)?3yop+-3BKTY6Ct=VZe;72ccKK*`$LYe=f%Y6U% zeQdx^KiNAlKK%Z})T!sEOB9O4JLg*j$pD@H*YX8;;U*(wn z5btpOpBs)CS=%}C{=dj|YkwxL4)Rl6UuBry7Zxzg&La@!{3OiZpZH?4{bucpOOW4T ze}thv`j;=2W8VBOspaKgcS*(CN$mms!F=UwyvfBb?Y!Z<6n_8p>YQG7Wh?o5)weB` zA5K3h;_C(9en&|KyV|q&mIdGbe4ZkeSq$+8zi-&wa7ZvL9M0nr-ce${IbHM~AoAzC z>~mY2K3-hEz8kC0)`~3veZczPZGB~jpKyTu1m|}@d|HY>XiebuNf^%mqdosvH1T-j zd|k-5u>BuJH`iTlcLBzS{*f@~JK7^*uwT@trgq&zO!heufZ zWAXY~W1u~hf0N0mgi9H+;IB|Wnx^c268X4@=c7&T!ZnlDoACXirnEaN%68^~|3v-$ zIW8ce-ew1^Z|RBqCk*kn``;M+AKC+}??d!3%=DXmPyb&b__;%Kl5EW#9@*BMT~C(nWT z8qS9a1AmYot?g~JXFf28avSk@7|V)-vWy^9eR>$v^?s;~9YAEyTUGw3e}^YseC zFkaNhHqE^^UyaQMeL;S;jq%^;@4p)S8@A6do4>au#KqlE7z+Lw&pQ$ZexSZFO#inn zXnSA~cfwvD;tRI_+ud{h zkTB$vL;l7x`_SH4IjoOjf6~DtoaSV-W9u72>DZt5evimhm`3f(O5Cy!Uv?e*hqkyq z!eH;>^-dvSIFBi|M~+jdec2vr)hF~t|35C~uaGdv2kDoMk{Vih<1)lIal94EZf$y| zY|_f)Bb3b_>F=zm0r7#pM-2WLzn9Z9kw5G|lKDfS+<~79x(*ZmSAJ{hb%R1}$alp0 zA(TT5`YK+3V3?gxU>NLI?Ei)B4xC$5ZfgkRMSc-x`86wt{Z6D$!D!!DX&(XC7lpBo z1=1nUAwR|M6@Klm$_lgw|Bv+*U57grPyA7{h*o7g^u z%3BAdR9TG&|B3unKJ0gTaDfHL53$PUO({~1r-5Fv{}vMF{2>he<9Jy)oxc-y7-_sI z*FkjuR6L&&cDSH(z23D4?B`+o9WDFiB}q<%@uNNw?l79{rDM|k9)`<)L;vFS9wA|6 zLyX4^!~22Ak526tO5SZZAMyv3XD7W#(G)XfL(pFCLQ9dA%2e-zDN0XrgDm>Lc&1bzvZ-k&&%n2 zv#`r(6^r57r(yjc`|EP}r{4RFz0g1ELzg>yjHDh+1^dPE5r+BBC^0>R!Qb}#8-qUf z{2Rmm>pz&ymxc5__yd$DVL1PY{j1JdrhjYCS9V@Ts2UVj;q)^R^bhN+9)6y%M*M$5 zRR2g}eC(8E5I<4BRS|Q4tD0FiQ+C>0=+9V8A7P*e?T;|`7pgDv7h8;f0P#b7zC}nF z>`|P5aZLHMQ1$E8QMLw~!2h9tQBzdA^{{mt^oRCJ7}`gEtE~+<(c{T<&<`pnO!Gq_ zm9u7qm{r?H_t6P;I zR(9iemQM@2J=N=___~UZmoVpVx7NU&9WLAjjPZftlhmGi*OCu$Nd^!vF&?R3=&^5c z&=Am1lt*{f?$!<)9KksIi22Ph-475FhV>t$uX}k-Ctv;F!0&!oAF&MmU!ai6+4*FK zVLpNWgv!}@B32IZ0O`@VS$(zf@qXYR<_8+jy{8#ID2Df9=Xvx1jc*uc%L&N9@|J9_t4038B6a zX8Qp`!Yuz1YNnZcRP|m5_JjJPd3J`qaBT&gPeS^7I`(giR+VFw=)#*Y5Yr-}YE}6}8uU!q5(PHa=tdp^&ir zXBuzsJfn}H)??UwNT}6idhW*W#c-Y<{h5}n%vAG`H{gGfUM-*DV=}(Afc~L=5C(e? z=i5TUFy4RabN!)m;5Voc-)gBm+h`SppR4^G31x1@7lwIyA^26 z1Ny&-`9m1;MW4Shj7PkmB&2fi-zI;T13&ct#vl*057r*@U+jB&ADp*G_q!Q}c!2hy zeg0c+TU`bBH`*7fyD#w@3;HPD9}^M=dQl%(c>o*VCoPxAj2yUMg7H`zF?=sx?-LRR z`o-&O4D)=H%Gvv(!hTOR%e|hx0sTdPOPKRl$8ATDKdY;1AJ$bylk^d_7$n^cnR*r@`FIts$1(#~12K6g9@V42J%( zJzeKl?S=&>fj<~2mWOU+fW^f|C*Gg#{)6S0X1T-tP2{icSG&8jgGK)zj`pG3yyUst zB6%g2uM%eKlR~{ICkK=%XmbChcYer2TOD6^UQDQ$zj*kp+E^8TYG1EPbHUPuTj2di zq_4mG@bQ+qF>L)r*nizJ$pb!Hxc%r4nZ0{))@JZ`kz)D@!*~Y&jbT24`lTOu)ARWd z(f=VMzx2bG{<^j5D35RYx72dv*DeA5K>gSMW^_S)tFyc%o(B{%>?fgx?Nj+=sy{#~ z-nF|~8_cip`vG3xUD6J@^LRrT^a1-H;Pb71!p`N8e_(xsxjoHI%?f~i9KS(?!Tz!n zT|r*xKMXd!aqDZ83iM&VOc?A9^@lKwk8u4?t*3(wz<<;Ch{2ywe^gHUb3y~ee10@A zJNK6`qchNp-w(W>+NET{3hs{$6$dsX?z#r=Pl?wfgoMFgVEYWyda}?^ZNd80(NnqxLKAP)`7m*iuucMEyIwR4I;Uf$&THN?&3$qwgaSbxFxhw4O_4!08B z-^Bh2v-NA?&`m{e&h{4l9~H`P*p;^F9=9q$A8>v~7~;`C<=mf`m|4G*_T8*N{|6;B zRlWUceAIj?x?e0bH6MB*u!C(oI&UO2oiCwOaXTCI1NGVToSMYc1#U2ZL4FbLkU{;K z-kBC%pM9CVA1NFjK5}BjLQMrWe;a;J(AU7~Bp=_1VM*$nw>ZK45$PQc_^oV8c5)qJb{X3%$x z7b8l9FK+LA3i$-`d&H*;^T#Uh%vv^~ED*xHaVf%m{wcKCDoBKMdrF{SgLwuziMU ze_uG}*wnsn^wfYqNH4=|{e>``w?q3Gb1fy^XRsa6gZUm|@W03(i=-X?{YQ@hd%$>O z@o|Udn{FGS9QA=P_#32$VWWRB_#bRfpl|U=N>Uf{4~*Z0+4)EzVW0=;6O7mw`ms3`3?3zPX14lT2L+cd*s(R_nfRr`nj+^g5~4& zO~Ph(_zM03`7_>O&?E2XD!^})&-ep>vW#r3*n5;hhFShT{?ttmnNy?q_zA=M2=-^A zcQ35|V?XwuuW&-gRrhmkCjh-zK4HkGnWHM>fgk8EY)?p=7490v%WcmsQ6F)y3gQda zpJ-zl_WgPytS=$Ggkiime!^Uy6W825zq5W9tk{?587t?Ni1+ zF~2zv>=FF|VeStn8SkoI+WR7`&tdzMUa9Dqwrx>RBYGW{?$#UdTl8K!(&upTXnDar z1BjnE9!Har>!&8_as6^ke>-f94 zKE|*X(L`@V8js#mFl` zZut+`f5iC{Vc<8;PY8p3qW@=@t)~zM{h;=-J+99#P901xIfU~0F=5b89IwkhTa9~d zqVuZAZBNEM>wC_pDgeF>gfs5ehA8U%HgK71~;$6`Uc{un*JW&9nM33 zj`Eq>b4AIi4gTC7rf!~@Qt%}f{5{s6*0o)@>TfStzeW0|^)cu)Ds(sZFNE3ttZ>@! z)h9n^z5xBke2p;VYxF&q13z$ltUep>w9$oKE)5w4{HOlCuTM}H7=V0G-qYf@soIr^ z=JTkZ(+*CqyU|d{-WwE7ce*0eV(9?!2J=zE?evL%3=g64PtSD9d9SX?2D13!~Bx!^L%^y=Yfv4i6bE2!~GD#@ZK`=hm|MMe2Fmh zhyI0?)A?wjt6pZF%RqaGC&*9N(HcLF+!vicM16G)-R8bw@m!D(^3QeEhD1l9o~#nJ z=lWp9O;d{-AfE|h`Wbe`^JhZB;4g4}mEpOhZw#mX+aA~>^^fht_))*yB$^EJroZ6x z8@F*MJccc5&*^mw{B|^S>r1Zxgdty{?_;HdOOlMxG)MFywZ*UKdj7-ek3g?3-iuuEER|$*1G1w34 zBb9@HLi;2P?O}iJ+xvX??bw<9ACAyN&E9C~BQ>y3)PE1Z@QNujMemuRJUzBnt@Vnt zYy2VJZ4lE#ScM;d-{_J=nsyMFz74l17U8j z4EG@UvG3{sgM@^^|Ks|@j4^J{eEVBLd#E3TdHkL+Hu_ZSf(cx{o`w-CFO{4I|AYGB zDLj6Dmid43_dKShG_7|#c>e_Ho7t)1l9!oieHrV|>}gT?w);8mk7t_L-0FvOdF*gw_>c~N_aVLj=e_P{<+-d-P!&P{(& z37GhWnEMxR8PEHRGqO7@mYgSUpD?#y@180%Wy@k=y$AX0ZU3ZKm(oKh5p!DK`+#H{kgF2CZxQ@?9V75$W~I&TDKL`jhXU5r+LgJ36!H+L6zJzbOB?$F+uc zIkQBD?l%bM-gEd7B-je$Lw_}IhH2+U$!#4>h#&KocQbb=Tg>M#^Y$5DJ{l+i<3oE3 z&|Yi)Enz*-hxQh5V%vb333{*}g5wSN*}XR7{V?$7F5>Yqe2V7dgrPl@2g4t!e}<2c zeg@hU?ex%C4*em211DcUTxcH!*izg+Vc<8?$MBJVF<+kuoa$8kz+p4=kNghwX*<+? z;U-CCl2735nyk`0YgK;Hc;*|eO3q84&GjK@$ku7WeyQyLAA~{6hRnkov%UNL?UhV?icFRLHR`rA14hFrm%4ntXggom;6BNKJ= zv(_nA(D)Xe?pbtNR+PVBeoGj}gZ9MApR@0?4k}KNeGBJN`XRlDLH_hTVYdDm(mN@C z%;JTxo`L)b8SE^1*J2y+lkm&aw_bYAfbrw_LJ+g_^TIHtglf|qQ^@zRoG|ylVV%xa z>1#!UK4W`f8r_Bs*NXZNTNnQvTRlmM?lTC(9D=9+EHs07hxSbv{59gmV^@59@lG4! z?QQY+7-sX&#h#8^78ay{zMy_AzV_bYk)#~=w}jbym%?!6j3S#ALwWoS?{$7#h*_}Q zE21}iw8gE4!<}G$j`|V)E<|TobqMeS#}i(+>qWzXS-kxv(h3U3`?6qv3iXXJ%uoNp zkRKv_OWNQ3J#={mHjW;OTy1PmX#d` zdqsU;@^u?UTC7ObsZ<_`hteg+zR!LE@d)*O`Qn9>T(_PF`B;kOLm2!i>K`jt zC;z{q^TtTEPTgSsX&|mo7}h(q5cfCl@@mW-n13VxR%{kebPJphqViiaziBp4fp~!OT)i@~cT2T4muG}fsaNa*Z?Fd( z4`GN0n2#{b7 zmd6^z@ZKE8XTp$gVtf?IL7`^C=a$Nt`yG(jFYT8t357mm^bNG43s6htTidseYfl!`N zOKZZ8kFf>%P(KL6c~|T&s&%3I=$&_gUW{)W<+_az^LPdF(iiI=VUQ27DyN;qzmL*?Ra^=e6E39p=hiqx#$Wv=o~h58(E^P4B9FM^z)>w~m+}gdrXy zeS~5CnDFaM4lY{vc|6?qVPD21#b+Q7^cUN^d`?}rZY=QkUwnkte^@zN@7X@%ihU;! zQND=nZ=covOSG}*{4L?FV|3h)h|VV=zqdcTTHlr`dOsd%1*V7ng{*y4|FDS1a+9#W21KLCX;`?Gk!r=cf{;+aa z@?Q)GP<&wZSw6eNA@N4k?yW$tp_t!Io z*`Y4`?u!0z7yTn)uqT|Kvht2>JXD|M2XWUw%-mVC65cqehz~fWC;e3NI=nLvQD-R|534^@w`#pMYby>r`Azl+6-p#wkuLknHpJIL3gBY^W zr+;HOkK*7~T`X z{tsJ!7%r(PdJhu&C(Pq3Vekj2ABRKM#C05^59@1a4~KtgOsUyEMeYiHe?ZRU%;QBJsyo! zS$ZW%G~cH7uFJ%=d;16CDe~u7=hGHmI^Tgl!j8w3H5QBRhoF3tWDYrI?$m_)nCRaK z^YxjeU78o7%A27*v|qw2wc&Dp*{}HiUeeu9wi(|tZ+Qro4JsTaq< zcm-nnBMj$FP#($F=@Bi*j6mOUJSqB{PP{tS1N05^jg+*ud0qY#@bMn+5cgqLznS1a zkbZ{Qe1tHU|MApa);Sq-q*(rZyijt|gAyUkA5lM3CpMjU*kKdM2l2AIxTU1AHD?YUxdYZ)hKS`!82mf>b5>qO>oW|;QhX;2>uV@qR!;wCD3p${;kwiq!%&x+lBvNH_9hYVL8l~ zQNIYY|7#Lv=!Ps02|5k?iD*xR!5?9N8T!%|ii@`afAIT^8DTw2uWo_&+#hDV*YMf<{3O^v`oqkLE54|{vf%L{)7Q<_wobGkjQtS?`mn#u zumSTARkXtTCdNO)kRRaujWFa7xL%Q&^WCLV;Q;tQ{QmU7#_zqC9RUA<^b+Rz$mwmu z7FP`o*zZ97IemGyZQhk%++MS0c^$}jkjVERvX&niP}XL|^P{ZF15u+x5eWg zEA+moLcXjkmJeYl)cyyvcueJRUl;ZHj74hx9__KE>PX(%MgjJ{ zJ?BHb!~O{K^CZ~`8Q#hFQWeE^ip48)w83@bNW6<*JAaM>>@rN$uV=Nf8+NH*0a$5 z2*Y^kdo1VUp>l{1sDFg{d7Yd<--qXntsws5eh=Yx^#2w@!uw1BSy4?I3?c{kUlR#=3vpJJSFNXR!)-wDI`30HP$_~APZ+DCo8 zd`{QUw_YE|53lL)O;Jh zxl!~!InsM|@d>LVUY_88aXeQS*M0G?6P=gF@n7Bcd}oYbC-6U1|9B@ig<}>Ff3dtk z@yeYqsUa|*MtZMJK6UGmZw6m4FI3ntAX9N6x35CGx{d8`&E)a1uyK)-Y~z3D18yj9 zKAdS%$K`cn{&7$aAN8a7xZ0uXtw5Ft8>ks|`*E8=Ps}@Kpi2k1%+q?TiLltbPzq_Aw zH#W&nhI|Rv7YMWehZf$m_@JX`agY0tdw-^BZw%TA_4UO3BMklP{*56XV*gYQ2as(Ybm_fg8X@yV9{IoWF_b)l^1#5-4SvT^a=H^ zT&mW z=N+yu6|wWzpVHLe^V5nii!&zuxykeYil(OI>gsdwz9ag#M?U*qZI?Xd>*0if9@KBb zAWx)^)o1J9tUjAhF?^Qf&%USkV1*37CH@oU>no2gznzhDs2u1=dmyY3MDlxd_sEFM zy)(dmP=1d)O24!o zL8;l$KGv^%aAxE&`T3w9=-&u~exZI62K_?)XZ2&*_pLAUbS{eCqowu`1Ah=#6+Tu{ zc{Tyw10h`c_0^~jRqd+ier^?F$cK<$gdyMfw?6&9k??7|u*6<#K1000@jvaJoi}96 z`v0)TvqcXFi~iphzkfO)KPCF1O}il^@23Ux0<}6e1HVyUo<5rRI<~E+ydT*EVUQnw zUoGSH+VETg@C)sydfdd;Yh})0Kgb`32NHh>1OHKegh5~b!QcbQt4-3b>%f1c|JkBe z&3vmP;7kagR6p{^cM#Yowcm6y(N0Mp@`1r(|M?6tte@%pgCEiPF)D}nhW*uq#;iKw zvK78Z{t$-qg2->e5MOcpH5VGXKk8!*@<4vqJpX;q`N|4dZ@_$*Fy!Y{zfHsGK}#X< z7wbQtA30{#L8PyCy^*Kf`UY4pMgK?`#*gjQCO&IjVwnZ^4Uu23?5!@lToL2(&SfuZrd62uO{#h6=&L7?_{T8Fw z{t);VY>#33KMEmXh=17ryO!VC^RLc>?{WO^M@@8``+I+f#j-`>@eqdig6BC2gTKW5 zpOw!efAxOSi7!DenV|1T55sIfgYn~h?EUeO{uL>r^&q5&;Q*57`-=~n zo(&cK{|U8sV|VrFJ`2HLq5M8L3eOLj{aA6ogqE0IhL4fHGn`BO`w+j^bknV+T)#g~ zlb-dcI2YC@P+tfG{m4JUFdsqwe9Zf1+uK4C%26LbnLT;iM?v)e21x&>ogLEmz3;~P z`{|LVy4*Ks@Q0|MbtZ=#z5Q2n`>eA$xWV$~MDEY(Dy{UV748Om#QdVJI?d~yPZ_M= zqr5-Mw`uG->ICrs`}?dBv!dXd3Y@P%dm{|_8QS~j(7q$%TGB zBkt!@IpmLM?}WkLQ2wm^4#|VC0-H||2K_^S#_GRi^dE?S!RU5 zY&vLx{LsF>9=^Cc&M zO8O<_ewZSwOXueq?n(S448q0v4`Im9kly+wI(5CqDT02Y{Oj*eZQi8NAJ$WmU-ciA z`t{E+h4G<1)PFO!v`{z+<44?}?I11lQH_tk!OKK4th)o~7xJ?q@NtLYV>|i!WW(Y| zU%OoW!P{?WP%-3L~`?9k}!cIVC5_yV&&|7BVito8lCqIjlSL$`bYT^{*S&{k3I*^{_p;6 zW6<&)mU?P3Yl(l2`THNsY4idAO5Y>?k3Pa|zSCGRGJITb{{LD+!kj;i4QW$)PaFm7 zzbK!^pQ`0n%S^$Z8P<+}v~mrf-!}EGyZbEjIrr~Pi)yxR9gzd=%@Er^!}S03Lc)B! zgyB9N>f_IZ4XR$w#*jZ_e?PypC8?T~@byfF+5L6GJYQ&*)okbTT^9CN^u_%*YrI%C z;&u~{2hEy;pPh~K=K9-gP?{H_vIovjVSml$FMGu9-wW{&?WcLdo)PhrdnwH#`)N+m zbML#xMWU5(i(5BqrG29LAM(Ftnege>%6i~G>Pt)F%HCi9C;|PbPb~#c=fo7>SZ_4A?d&S62DA` z)@z5Gz<9C!U*l%mdJT93?csRz9uRE`XN112w zc-JOlQ@N)2Fzj#R`W#{KmuT;-oZZJ@En?>QX&+|SW2ua?>J%j2zcL^@ave(IVU^F(E6yQ1Y#JUSY8}E5|*?Y zbw8?Fm(71HB_qwAD|e~}eq(=<@r}!l9^Vh^7laSzkL(ul8RRea-WlzekXptpLiU@^odd|J) z%=~!nfA81KXXeb==FFMpo__N5*XboJ-zJcXZ!k}fJHYm91=50s8S1l~VE;rc4}tVN ztwc?Um(ad=zGfKaQ!4k9kF6VB2>W;9cugQpct6Gm48wdY);ESBe<0=;!;laD2gCe; ztppe^YI{1MOB41+)V2ZKI~?VXhaKmNfG&*FHfJ(mAx_2K<< zV`T@9{D~k9huM82ks;SBU%SWF67)zxs%weUz`lotsJq_eA+z)Q=9fdsm<7bPxXD zS~NTf0by9L_WuVzB6(9eP>=lU5bia1M}WygT5iZ3B&#*(nA>Jjr0=t z9omah@dx`w`=h};&=(w!@}e^NK&xpio)aiP*sylZ zWPizas;| zt3goJYn#PDFUq&;giZ4vmYH=jBKz!`Zla~0Bs#x{-*-J{XtLdCALM(mzpmf40xwpS zvHf>}dYrE1d7DJopBf?NFT=E65vZrGYPsc>4&%Z8)PEG)4Bu?d^5KGR-a6_#16{a2 zcRRPGa9Q>%;2-LjMrUL7E$3En{U!|l8T~ISr+7iY%9%gW=(Vf6L*OaMXW@7>`W%j( zy1fwMEAjj;APo9|@?_=oevClF>!5^FnG9QB2sD<;_jUYz1kMvtd)qR84bc|euR(p% zC|DS9x@Zd6Kb0evr1hgfqjLRcdyUI59^|KH2bCjslR_b1jq)Q5@_FUv8nMmzvb=`b1;>lyS zA0Qyi_5&E^_N!%HEN9;y1MwKjLtEEr_Umv@Wh>&RcE2|Vhi~$R_!jBWwtd{az-Bj> zug#Q|1`qt>n&Vvbb>MDGDnSS8^Go%8K(1`0^P9iwvf)oATKQMVXeQYX1VD9{lw>M1%x60 zBF=v>Ecfc)`fPn9=rR49=O+I)$S+cR!Ji#(+)Dxe{EI1{A?VTYWroenUl70GeB9&D zfYFN^OTeF+iN{Zv#~ZAi&I1V;X8xGr{iOfwds@E=dUk8O{lW`2m}9d{Ca8A7B$6707iZj26>{q_0A~YJe|G{^b6%n82lOP z7h#D_q>p+xqvw~5H->ls%X^Khu}G5jh5QQYYp(^30bwCml$%+3qW6Gr!f^^`8NPeB z|JJ%VuD`vW)O)pS9tVGc_SIW=z;KOE3EaQ*Ub5-_Yt11rABoqa0*2G@d^W@2Uork* z<+Ojw%GvsZVa`uhpYC(=a^}yd9Q-wouXp&9vt~aP6@Jrr^sQodu57-pFioPbSRM@1 z``H5h2V*A>J}(LL8Tw=W_LX(Eo%g`_aJ&ZE_r`C#vlQ}o$WMb|eliZRqWjC(pTW%F z7hQTqu=St70FFoZZCSMA!v@qpVaV5Fe|=m-6oP&& z?nLi<3HnU`{qnu=H~16uSACKW#(F>V2Y#Tw^{HDNxPC>4j$X2J#N%gpro?wK?knl< zxXdwvonICZ2Ia*5`l_m_*6o=G`!zV<^$lAVY4=i3W;4l`u%tBcr|<5_CF3nGL;uLH zeuKNDMg$ar|3-Qkru*0e!vCx9R&!3GX+HRC{N89xfMJ798{|`QeluG5`Fn1yEWD?U z`efYu&7{Lw=3u`lFJmvipVx}Mv-gDr#t(L!ZPDt*_20N@_v||9a)>{1JSL|urp^0U z4C^86&!p;BTI*HO{EzgS)CJDJv1=2=|5)B%P54VKCIjpn?UgXhzgT~OAXs`pa1pnU z0h=tRG@ty;_B#awI~30BZk7f5gY^fx@4a1q?gzV{FBllKZ_$X@e(;_S@_*pB>Gv9a z62L#=`h#J5Z(Tqb_>2CFVam@5Of^4l*t@tBTki`@bM6}{&h-F#(f^s&9^L$Tg+4o9 zCot2feK*DHD?1+}Fbf{NW?;Q&eT?HbOT92%ao!Q2AHO#rcu#3-*dAD4W4ZarUe3?V z6`()VcZRE2`RpTSGG3j4@#6T*w^$7$75c+r7C-EHRLa_ zeGB>d3++Qcf;^Ca7Ky4_p3%#=dx1hgBFJbncm%!5SfXnJfML;jM zM;PRf^jU6APaUHq3F8%?9}`%{`@N6*y^!~3`TJAS!Dovl7gGC!G`giXZ;#>q56T~R z=FIV-JiZw8s`HT3e}Z6rj^i2Z+GTYj{68(@@8Fq#OzpaAfWD(X51!pqwpBx&$Jc{P z6mHadZG`nQ(mO=q)YTPDk08H*>!%^pY%32*PvGmFAt5I|2kMLNU*h-P_)|HlweIm9109>NemqP-Ia zd&cn-2K_;KF&s(rE2~fEqXfg8`>U$F7rpO5-}`iLd5|Z{|Izn}R}I2qi(q|>{2zvx z>%*{=&12unbyB4BW`f}XyWN(ib>Zd1S0&xizPpjHR|&KC?gYc@f0>oNsN(sb5oWEI z55BB~`P@&;55f?CiuaQQ4C_<;LKygi>urYV|590f@aO2Cs2sSD_DGoJXLr@`hTjWW36B^Ix zp&pNJR-XfX#PZP_tX93+G>84)s9^M+W5&IIy7KXjuAY^Cp?eI>CshCYrw%%iXL$S8 zI}D_A+Pkv-b%FJPveoY06CfXf`ffAm+raLj3#8TY{ItNvMRNK=l?B{CkLeiHC;q~E z_lg?6kL6UMfX{(@mWk_TaU z{~hgxmDBw#fn7?Y+NY9npszR{!rVWNd%HEZ_caAR9{Z`|y-$x5-QPz2VwmoK2ncii z8t+%smOI1+;v=l@U>EdqWU)TjAI1xgl7lpwRGpN~sDH6xIvPuXqS zO!og#f(hxZlS`tf$?383y0nVy@;DxEPb}U3{@QO-&|j1v!z|z6B=N0p)U6yo9w+t1 z!QLJ|z+a@tY4x0}MX!6pe1rWvhW26t|$Zw}x%}#!sCh&N~sXTA0tG#G{2<1f> z#)spb=nPv;#3uKhL_*$j~de}&_9b&9;!FSvoPR|$i^NBZ2x>iQHm&xQC( zd_GLzwr1Y%E~CyveewNJhCzNfpRjTr@<)Ur|AqSNwsu@{aW7klr_ukp)z=O97RTQg z7cflk5i`u=8FwAa#Y)H5@O*>2(Y*Yqrr`?9$$t}u{SV}i`vCcf`7dw5dvz!;_jzr( zwI1c%f4L{z3U2%Lp6wqCrX;&guBq9|&W8)86b}mPbpHgO|E6|nzv$iJDexc1Gj(^% z<9wZEU~f48Pd(rfl%&zb*PDbT?vVZvhV>`v6RYq3FNXE(KkdQ!3hEEr2Y#b|u=XD@ z-0ZyV_V}Iyb;BM> z*nhz9JwjI&QwL~7euLb^2d>=+IW6(qE{&VbrKN$ZI z2K_{NvvRiI!7#n2D41z+OY*>u*$^L~KFzdU7#3ogBeR|2!u){AAMVu4@So_Ay6!&l#oVg85`%a1VlL)?EP%=2@EVZKIwvGNzh?|G9YGPhQL zfbnC0g!%kBZ~2YDGubQPy;JOeUif{t>j~{3PaHqPY&}jG_(S#2Zf@VyIRoNB!j&#% zU)}eEe9_;}Yk06$7?=t1AM$tpbbIxjfrG%`BK8^3+NIZjd7%IJy^o8T!mP2ofnL-X z!Z6?bgJJzm-&1|IAM8^Qc=yPfvz)#KH3u_O7cB$+qP-G^^9aZ(c?SE)xE|r8`d{SzwfrsZT%)XfjqE3-`3F!8a&_d^#Eb; z_gH_CiN9~RK5JC6r4EbbO&IL)&EFW-|NH;OFdrEFjp6?=a6X~$fnLlP5SH&s@?`DP z`8)xuPwzQ!%knBQPey5jLN%;FWoFrQ$2^(u*IYdJ^40gIL`?*B{l-nx^xKf<8DsGk8X1BbLtkAQdu`M1h8MUhB`_AwI?NEDhLx_;_$!hXKTorCStZboJbMzJxHG*F$=i?l!SmC1(fz z4&z6{|LZTc$Lh9*C!lZC|M@YPqF&*dHDc4+G$KXaIG zkbexb{e+-%7gHCdK9G9M=({*+r=|Z3@E^E72tv%)8$lH_^Rw$+xxK713hM2k`2^0d zBfkl=_wWU)=9)FMrXC0Xi2bkHyQ_!#Kq2@?)W6l82h?qnJq7!#Xg{m%>lK$BRfqP) z=e-1kL0-7NAPn+Beh>zGMg3phQXX9;xgPeH^~L-pEJyDP2^g-R@iNTD&u|Ip*P0&% zjrOZO`1y`CE&d}19(IQPHXP4dlTo{;SI>ZaChGs%se?|Jm@d_ui&_ORX1cs`2y@ecwe*e zqWQJlUKwWdVepCKu48(9g7pXTH#q;@oM`_G;2#M;xbb@acO}qoe=)y;2`|F`%Mmbq z7~lJ482kaQ?}9&>Ug_)asj`mvxqiLTsJjM}73lu2VEyCbw}ZF-QE8;|kn!Oqfip$< zALLJn=g*(^*4i*1BY!qX`3aqsMEAi_z8iXYSl(J(qg+e%H<%61-m&I8=qK9K2CE55 z&+o`7|DySxF!wKn`Tq5WmG5f4ADsv1O;KMq9QZbB*t5ytpHN>2LwtkuZB&?Z{*1dZ z`0vqT{t)Kt^Not?pQo)X0{ar59~3am_V+i=_$_7bGaTYipkwelo!Jx9_W;=CzIcuZ>ZW@t4l2vGdh}O~cGm6H6;#d^o=mX6L~Lo94{?(%>RG zkAU{LDJ#9ZhEx=%chjYLnuYIHu=A_}!XQr^@1~bOr%(DKI=^frriU;;53}jdfaqZ9 zuiXC==J8|bh<&*mRXcz_V*d>PX4pq9W53ZuXb6TC5Hb|E4e+jmX&o(Mw+!OQ*?PrUt-;&@f zWB7TLEf-6&O}4Ir`}L?FVe4GCg>@B`30mue0pM!s3D^J1V~SWU17`=A9aX-usq`E!XaD6G(tX_ z$`J#9vAu{3chp=Wnn3?hzX)@F5e9pq_6oxTujk0|_1(5*W;vE|Kly&yw#dUx+aFX& zCQ|)vZ_WZwv=JQEUZkq7(4}@hW(fA3o`yv8{<4Hb|6PGzY zk6Z}%-6MeY5t4y+vyv)-GZO*j5^>cX=Sz^ z_=)n0y4~|)`_@!GA4YvWrJFv_tpmN+BG{oh`uybeqWjU<-;T)v(u2J=%CYmXJG@8q z8El{h{6hZk*!AIvFtvu;*N)$Z%#Zdz5Ay@|7j5P$dCcBfZWoP*;aK`U+N*l9lrevw zRIqb-&L6F8KadydD`76Lok??Z44Wf(K8i5t1IjaI#iF?Le{M;6(DyOxM&DNR``>tD zZhf>gJ|hq7OQb(;+v(-q7q>zDf%7|I;1{l!2t&Mq@mt)dPBseD=W+Xr`~AZq`>p`u zMbz(IYL6r$#~lRzq5R@i4`sXcdIROi&-hJiZ|nbVg!vKu31P5L{GOHTGo0$NeErK+ zJii+MVTXp3ljuDI9B+L60O9<-Z+X1HFumU(NRZjq)y?QNkKYKx`0)D#mF}Ub-M0XJ zNN>X6HplXA7eGId{|RX?d-@k1R?uSQ>DD^4=DYKJZo(;rE6Vxp{Jdtuv+|^Y_g4XZ z)E;8U|KRv{Ta{0{ZtxV=SBMjx#}E3}Igs0D;>Lic`&I|RU*PB8RM73?XB9pWOh9Oe(CXYYVEV_{Y*?5|)xVDH$tn(lAY z`FX^>6Wg6iU-g0c5A}gC_wR&xJi^Meh@X4c9MTMs_2ld8y&pZS$|jBl{-eGnYbpqn zBKEWUeu8AbN$;!o?}q&sD&I11mrg+>=p)Ye$wzv(+g7x|e1`f#nDaOJQLbKIM{Dp$ zsIU8yo2HG>4u<-epCJtN{)1sW82?i_{9iWqzwcXg)2hiSATPuzLwCt-3T=n;>8LL$ z<7GE#{#Xb0Pk61>no%F$Li^}%Q$Baw9B(%i=tKQUX?yG+?=nwm0Lgp5f1Q=o?)Q9t zBnY?U0M!{>w4fxjlz8ApOY!2SqBJc;_1 z>N3Ie)hcO_H;yOO=j8J#{ztfcQg?LS@pf+|>`x-U8K(CH1gVG89P`ih2YW~TA&yNl;UhI!>N0v`H=>O)y%3Xe3ho5dVVOIm5yiolqzzz^gPVNOrl&*kqO zlXba$5Qh9V(t9W*Z0gf~QedAr{zH$0Rmv9xgS>FOhpHFUJ->RK`-^nd?OIck8zr6O z?ug?7!a%RvKe&?OX;!|M^1 zH@3@{AENhtkiLvaOWP~SC16iD-i)(%enc-<0)Js3?w>H+55W98VOU=yzcTJ?yHBu^ zg8T*YH{)T=-kIJZ?EhB<8UO7Z@yEG^>-Q1QDRXxA?Fals{Xeqd>|m1<-@#vD|3}Bl z4E!!P8S0~c9d%kUp!w@F;1|-Hsp~g=g7FUCKVk4+|CY1!iJAT7gAy~cp+BTAGj#FF z5;f6zdgMn|x57Er&W=2u$;z;rvPNP(|1NrX11!F1CL>IJJDvct2SG5c^oIq_8*RC?(J}Y*<0uj{r~ai-_qXqw!(cdl+W>RWHIL-% zDA9-YKk_Tv=v;F|TTif09B=lbS}l{_LBM}(FMGd|Os-A>+y_N@5r+HzD6j0)iG_ER z?#nk4KeL}J{aPut1M~&kKjD97mP4xO|8~&dp4e$>xNqQg@Ym>1b0)6X-T(DyF5jG& zTEeYeTi|>$j-Rj;{eP$6uC#OuGXKi|X1kRh_ z{>dpf??HMq(qKF&55mwtu8#?W{UQGtj-&Ci`fPo2sw(!$k9(s3pT+SI=JtI$pgG`> z*9pj1<9N>8UpwsX@TZ*?5kJnn@S7MgF@*aIhL4dv&dy%8Cs$Dq^aICtHcId%rr{6h zAGUXPZ((TruzjGuN>yLf9iugP~K;6dHQX5HH`a%++~g?T6^k1K3G3@bBLCY zgAM2h>UVC!=nEU<%l}tSnC*Y$Ne!8|Dc}OEZ}7ZT-Xptd7q(l0Kfw0#C0t8R)g(fH zxcy1)&YxpIn&keE;35BV0Zg3KqreGJ6mCF_iy>mlmNH?2F}8>HCX|e8PLa zSBLx%+Set`sud$73}L)zzn8}M3hHM$9NI&A3A6W51%x3UM1Oc`#=Z!TMSH;?qJ3Q2 zpQ?1NraSNh_3P4wO8-7mX0Tt5`Rz*=T2BY6N^p5ycGer0;Tz7^AD7qKs$HEH3;7b1 z@0Iw;(HfqH(4K=>9)!VO#{7+We&tF|pFX{n<^%ooedXeadY7)yAL?VF+_IRR-~M<0 zq;Q>`%Ey}N_#w7Ev}KGuLdP=1By^TYF0J@|U4u;!(ct;_}$D^^|`I&PegE8KrD z7SmIR7~UsG{t<@u(EkVzugET`xE^8UbEtj7;2)5FhUxtc z!L>DA8Z{OKzN?wPbyt2?Ax;}?~C3mL3!Nh?N>7@ zF@x*-jp`LI9*;N<_eF92b948gm5Hu03@fkD-Q1)tM_-&mh8$OruaVeoHMf9F?^hP-opz4ZVw zm+wQ*rNfu*5rV!TJr7sUYHc(s2Yn>`!YDhw?1qeAC-A+{AD zPo(Ej?S!1i#uq_;NDpD2uOSTcC(55N@EhrU)VTZFh0Af!KKB1up>AgPgfO7DpIBam z!5^Uh5(fYKPknyB?s1QOW{0PDg#0MB|5z}7$68;}d2Xto5pq!(@~JF7e2kc{Z=Y%{ zKAm*@t-QWuFLD128%Wq7c9VW0A$Jqb!=gWWO4yj}uUzZg^!ujMxIUMc-@jU`8!stM z{3@^Md^A~SCde20TcN4)Fi!UYU$0k;KBU;?Od`k|>8-HMQh(-l2J{X2T~XNOgL1YO zkB6VR-bgd)`~~J$yw64$^a<^QFz^rg&+4=D&(D?=1`W2Q z@cXxydf!}k7TzPE_TMQyPtl9eg?tG1M;O{e`dIl_`u<&<>86<}FX8{gu>5^o-bbY6|VN6h^bl|#PipZXv_^miZoUf%Yi*$M8eAw3^=Dykpd z@&Woo`825K4evC%9PAI}*)VGR1V!^spf6L!_D&e=#rz+zk>d)GmE4f3#GtS4@tFw9qI-%Z-LEVk{Ff&BxdpD>)4#PK#c zeTdjnbQ1F2$e%B}9+b^B_>cRWuUZox-qFwH_Cy%?iQ{LOoe%svaZqFav%V_Uk~U&` z2*dm>em_;fFnb?`FkkO~y?kh?+n`p67m>cNC9qu)avARPpuQ7^d?%HcZf@8=^E=ot z(*G4P_%AB2HF|VeMFZ$1{JX@&s5F4@Z#PR{IlXO28RQp`pUp~d9iEOhg!9NK|K`+* zYwjF*!1b&7NyF9Aw>-f=VSC>^O6n!+WnsO6{QdT5hU>TNYmm>w^6wV=?L001aD5@n z?VT|2hw58ZY`b{sF^mW0_uXbxe*T*+++Td3Z|x_@TFm7^nD6iZ7!=(*r)dc6r(t_P z##l<24(ki&v5|j2GM_p3h@A`e`VZ#wHo>N{Z=Kk}cI z$Fu(Nd+wiEc_fv$YTnPUkl_T!sB_{Qj5vZIw)IE#N2m_g~&mj}BNe zfai~YD_GcF(3`5Vj`;C=`TOzCk>QX}M*I3*eB0}+^nRWn{ZD$~kMWa!1Ai>U_VwS$ zo3EZ(Xux}&D9``qC`VWtzK~$&$^J{R6Yl*T#opT#w7GuVX5=^>^aty=ZJ%^~=2i{x zSLkmDga1MP6NdR8$HVHoF)t3Cx4X+ zjgxFX6H4Sf{Jzgm0>&@4Uxt}I2_>UqOFr!Dr*I7E6-vpjIymF-PB)=E ze-P)NLgtBwSGrchdQog2LWLWCDI;bzfW71R34=WGd%_@ZX3iKI^>F;2WUv)#?0`7Amy^1zFHrf~_0lkD5+}$F5p%Bh@5Z;(6 zllbf{tWOYkR9`g5?fwABUyJQmNEq}N`zH+Z9pSm(_U5nG0RKlgQ#s{ff+f^96w}l3 z`sd@XQoeBhbS%p^>sBBQ=YNnNowUY0j`Plg{a$fCUf3zP?-=a^_Y_@7zd9Z2EBnnn z8}u3JBh1bp2|FDiKhrm9q#Ap#Qm8aF)F5qX zl_KRk80Pvx|3pH3|SUzzfSHU>61!HhJ*jo zo@_o6c2@g%aFaFP&lYy>e_iQG|A{aj@qEcJ_(!Ct^Uz(<3wL^geo*Lc32<1E%6e$W1ooRvd7i1tA3aeX1o;s;)z{I{^P$I!&p z6BK|Ras0}08t(rv4E|1h-jiX7FVLT`@9FJ|vHTv_SB58G{3h(O#H#7}l}3p7&>wZ#nW0j* z_Bf0Oao5f!=J5Ik^pE;P819=Qzq*bxICab?6xNGWju`frP<~yb4u4wLVK=l#_^PR* zPWVdDU-9`8p}NOY<)Mc5Fn?oz>Ipi1CgmQ2c!%&~!IIz}9^5~uH(h^S_PPZ08T->% zWz}HOdnJo6gc>_<{TCM!)q(EQ2sJYM6?#srgZ#0+SYHUk{UC8X%gRCj(BHB8^ganI zhy4iDe<}z6gyYwAvTb`fdNRxpg!dnFS9C1q{z&uBw*?LtFTs2uKCdAp4Ez+|zhD^n zL*HY4&=+xhE$ps3e`)ORYb^gN>^`vem8I+0HieGVj0hFV@F#LhO*EZ6b=l=0Cj0fv$m#?TU zarz@GB>mM{edLpu{7dkE$REPs9|)(FPMZFH7Oam6S0;I8c#7WtCj7qtsIr^7Y&|Q~ zomgsICMmjqj^(;jt8NOsH5N@8=;`MB>3Z1VM>MIm^X}8_v@rHhn+yA9>xz6=Zf8zwHs>`cD zAMktqj~hH6eXE51E%E-ekT8r_oUan&uKp}+6bxiEQkS9g%Nq1Yb#sF`PuAD0UD zg!)Ao`p5SB6pzSnn<&b+pndd>+Ouo3p(fCS_4^*~vG4W7OJINE{U0G=@Gs)^48y=r zar`dq`$BQ~gwa31pQHT~{$Kkq-RfuP6hVFt?Wf;t&#^_r^^GYscvaK57c zp>^b^(Zw$XyB9^k{wkImf0w^p_dpN$kK-fE<9CzJ3nDsJ?&JDpaxeV#uT~?@pZ=Zg ze(nn|Rbc+NzxP;mjp?HE!=YmO3G?}BfTCuh@#lfky42r*;S%b8MWX#o?4K~a-$;0w zd~~XZKKM(*5f`8RjO)(UXTkyJ1AA#@hRLgwz72Twz3c7IxsXpmePVb&jh`^Y6KG!p z)jti{HcVu1=pP1}U!AWRT>|&#vA=;QwY=YqY2o@t82l&d_rPoSPoL=}$`7NzGF_1C zGg_e^tPij~)8)$PNo6--d^kUt9$x%DC__d5Db+U%?fqh|`#Oj((Lb8qvmW`lcOuKz z2+d8C&*_Da=JsrU%r)$D`c%*d?2lo3zei|(;_ObR!f2oe*IO1nCuEGexdr||4C`Cy zZ@oXZPaKpZeHJ5UcssZp;r`s>^VlEd7Nsy=qDdmnu1_K1kvr@=oUzXrdrZ_OII3G5B&8)BI{ ztJ%>T<`?8YVTdRHEoc67==E3MOlGWr{UvN~Xtm$jFP%jBEz}Rf%GanphW{h_hkm@O z{qcni$QQ>m^jAURk2=x+Ln9uxcDY>fv11UQARd0Dq;_qOVK83oZ+LsYbmpILFrOp6 zBZ3W5XMQjSej>diwvQi@``v@jPb0Deye>pXLpj>Rh;MGXtsY+N|C)qWeG~6xzS_j) zZ58w&ePByDpTDhY&h5#2Gz`uUpg$V9_|3hRC*#=uop5B>(5k^(%AkFWKM6zsNIzj% zpCJ7sn^QKLUGD?$>mt3Q9WowFJz~K9#ppMoN3LXv-lxLvtz{MWDSS(X_}g9VudF9u zI`~QZ4wtv}nu70fd8c9h+Z)RXAENo+I@a9g(#~>19yo?vX?Q0S-xe={I4Nn_aDsmvswQz zUn4)MKIjATlQ6soPV^(a>^y={xGL?dNt*?a$Azb6^leTTz2{5c-+1cr=hrQ;H^T3R z_X;+K{6Dp4>pXGUS)E^UQTX14kYT#-BDD2At+;cyB+TC!uMh@*jqxJG%s<%fs`zT} z`UdP1`9m1K$MKIeKncwU(ei$iH!aHapC&*X91kzGqi6(=9t8e#Z9fM?88IvqG8sJNq9I zlPj}C`32Oc@%IzPE4W+&d7wPUzdP~BdZIVX_t?I}J<|iP7K`FX^v{m1I`h)H>cRR9 zzn`Ghnsd{&8}Og7j)J^l`x($~{C)=1Ae7KKLO>+p`H$eI(Or6rdE?Z2=XZyWEr`IL>23U09{G7C@ z?z%{ipNFefxG^ zOlR*i3!Ot3zBQjUiO*lo3CgO~Ejb_`)IaAhCninqDhcleBK^+aUac@viRS!q89FZT zx`qeL2S^WLJ|DPjDY^M6b{FuA%1d8Qxqq&d&nIq?!#y>>#QWz$ z_epVY`@Yx)>p9d9!fby>=pLv1CZ%^S%$FEnOfj{vi7ShO@uB}?nB~`}SZCVYvE2dm z;e1XQ`bYgH%;i62>2Sf`lL>&4|5Glh1}uK=#n(4erEL1-&y#}lQaIkJ77Km5C)e|M zW2*h`JK;W~zYYjYJ>f1S6Vf~8yW0=K*gtvE)J24j%t|{wgS|G7-J!iuUQHYX132P%Y>`+OL9yojpzO~Hv7J%T0*`R`86lU^_lUDRouP^gS?Snb1zIO$#D^#H^cVl zejDlebXF+v8_T_IyS3kwf%kWaK5utrJEJfIh_|Txl~dT6BwZ-S@8^x^<&^5J3Hc@* z&wTm#RZF5o@6jSX3`bIZ!rZ^jUw9}n&EJRTdwh!DAL;+F4EE!&KcDJTHP6P>fd8E& zwlANTjdBr{r(u3WeiP>T)CH@3AG-{l$nLWU7lhA!GG%H#(2Mp!nBAulE_lF5eOi(=q4>2~Blt&@2Vr=R0O=(R`4ZGO|H-Xt?p80j zJp8?HnS}qA2YRtT!Z078Kk|>9sI{j=6fdFwBMkIWdsNQ!-~ZgsT|1J#0e?{c14amn zaw=~Cz35K@td7;XHuUD}zkn&Xu8ioD4DY2Py@X-D!1h`B3mWfIi@se_J>q$My)+`; z@6`MvkQc7^3Cqy`JqwrKZkwAsUmDs&dszDV?W~3KVu5~?-_p8RLx-{uh~F?iAPn>& zy@a_umnqlXuWx?`{ULqJRtMRv*Y5@OQGW?TypQb@=Kg8frW^X1UIpMEsr>1wJ<1KD z^FoB{_N@tS3ITp04%GWO^vGpHurHKPpzCg}g0Z6iXQlEPFRr<$CbIuu76$Gx6~?@B z1byx;wgaHxLkS0 zT=R1eA%B4TG0PVwUwnJ&0q_(1Bh2%K4AXg0;qoPSc5gKl{a*?4V}+^f;g+}EA-+fX zu9*G0$J_TF3d=}eRxDY+_KA!P#D7%(oAO?dJzf5|Yj5BB{X8qX?ai|hC7-opM5+7n^$57^(TF4dM<=T>n2U8TPDWA4shFux){ zR!uv0cFvi%eEwdQ_s7v_o&fA0`A3-j|DJI5hr!!d8HwIINB*yFjJ8Y4-^RaRqh2g4 zr`5*!zh?f7A7-bQ!2I7!tdDCB8qOLWRmkVZH5XN5cXbr47m=Pdw~C&JbRWv&yESF! zsvlaoK!50;)_l9-^-xii|3iPc)~#x%vc=gJ|SKR*B z#TIM0R_*|O$Nqvf7Z2ThQuKe`xWCNsYs!xhhWH2h5&U^-UD0RO(#P>1FkqeXYMg=CgCsInZz1 z|6Kp!O>#}AD?C0V4E(_FLsS;6Gs}zN^M6S9)V2>T^5Boqe}}A)tW~+g-#ZtE9QtTq z*F9W{m2cRrw_wql;=jBl?A%rXTtpjEZ?|ct6gfvChk8shI@3)Jn9YlhVt5&@I13%Q48<~ z^=0F+Iq|1=y7KvfFyzPoDTnx(@UzM(o)7xLc@^sKjceuRl|A`>IN_1$0#vB2*Z4;|2GEy;QE%z`TiHfbRSB{ z+WSiMvU0}H%}T?ZZ`*#BfLCC|?GpxnWBNCS^%%;Bm9zPSFxU^qHw-g<+=dp!hqb}D3&u#r{0S>mA9KLK?`>I#>k|fj!}bY7{D<^yd*oR2Xw+S( zkMlEO$WP+@LKxyFxjiX%lHa;| zzCI-k{KNjYH!buZXC72Gc+4Em4#vvPV*O32EYesBM7x1*>(ypJy>K5r=`4Db7W z5RacQ#BVr$hS_?A)o1NRY9`Imu5bi?p?{4uR&mf#ssa9^{3543H!`g9;r2@y{1>(# z>FLvwU8@86Da28SCANpxZIIO^yhA6*TDJ3gxF3Q1+p);}*frJlaDEc)VMm%|S;`k7 z^fyyXKViQA%Wxd&&yKV1%O?#U4EBriBh2kFI>l|~Ct)%8Yt&c5GMW@`5a#)2!tfpo z`m5;uE;lASo5KDNjwkwTQQP7)NoWuEy9t9lG2hC{S-vE?WX6-I$FY3AC(PrA=;tj9 zjwOrokI0XmMnPq=np;3$(BCjj_n(D?+4))F&cVA|!evGOuZ{Y&bJVEHS*LyieMtY# zNq_WAN4|t|YJc1JCc}N(Kp)Uvb|%g4+6kU8O(y@x@E-R4=OcL|4vh!@hw_iH?{Ic# zK{Sj9`4O`x$Z^(pEq)$1=1+2qdym23zmWdeZbLLxujqq+!1}S{d$wdLD?ogV^u{`k zeR<732J{`{Wx}w&pzo=i=_i$gz2f-dwBM~X(f9)MA?hn(zCMXNkfhY{*;I(PvH!T1 zSplYpu5?PL{&&gTQ{24kCd^mZ-Y(S+ZyXA)0{@U-yLvu+5_DrYtS`_W8Q%LZhWO{7 z`s}?u;Vv7M?y|$0fZtS3nEwBXm2>&C`g9(hm4p9A{!=-eA3**w%=T9Z^Y!hnsKpnq z+|P#gaeVQ8PhT7+Tn+rg`6+&i#?a#E0+Gv{|gVp6@tjBw!JezE-$2L1*8jUgXD>~9S52-**;Pw!C* z34=Z%{S4E4B&?k82PLE~PuGdr1pGq%VYnZy4|bof%X;tY5B7}oCtf@`@1FNB@W064 zB&o>t$~ETT&+z;bVbFK$KS^~< zng%2s275yJ?wR*pM(^uIo)04o^ApzJvt+uRWW@%Uf3d$k)wyFkG={McH%zUshl+@DAexR4Px@-yUjke=k|8yEi!R0scz_MDt+-hY&N z9{4Yew+Vwi<9Rf~&>r$D`AVjIdh!ey55}K_!9NZV>m$Qo8GTrv+YgmPJb>ffXJLHN zxP1foxBlYq8D{IF6z%S{T?eIde?pkOA1Wlw^Bt@{JFl0L^>x>wm$IOb=pPBg{xQar zgu%ZcfA&w`pj$jzjr+&_Gm59Ys29B_jr`qTds13`{SE1-G=HToTxA|+@(BK~2lXX2 z;-%DzrK10T#Qb7v=A5fm0k>d%i{nkrx*!~Ae+F!KCZE|jYC&CdVfxMP)AdB(F6l%59=SaX)*hMcJCgp^>dIwU zucEyX2LFQmCd}jWLqi+}ZrJe(=tKS``|;XT3kAAT48zXO(M^t_fSIq9cD@`zTkJ`+~SmK^&xhW0R?qH>@Q z>0#f~eM%u=i03>0{XOKvQQxSX%ZIhc=CcgTu=)kfec?SeZh%!eE`?`dg#tOodp z`gSz(fvoE)(fvT|pD?$l%z*9LJ!TvS{-M9h%yE)dT_Dfsi^|!4(y{vV7e+!i#qmVX@eHjIQ!GPaJupSguWVI+)wnA~U?1pD2}8Ww=kIdR zcWj@P)BFEI_WcCXFNT@@W$$oFw~@Nd*TdQGF3hAM_RZb;7=B z`1P=tKo8;V74yBfMuESk`k67VuG8|kJ)Ai6+hKR;A2^SN^>bupoIPWQg1#WXa{72a zJOA4ff-C$!C;Uyfwf)EQ_4CPv9j`1IFIr!tJrRcUw5Sh+`F`xl?d4%=%~9O{oGexH z`?LEttVgl_scy$~6O(KqUO{?J8JyM1eQyTzV19+L6y3iUo_g67IBiWAD98Gzb1scs z(rYXDJEZ?~ee%-Ki`RJhnSM&O!`llXUx4;>W<>k?%5RnMo(JmZnN+uBw`}i0eu&Bo zch<;x`+@#rduI>>|Ng}+o;hc*`aabh*lkNi4=80-Pd&%XbnDadOFej-0|2Ugz^Y6K#Ifa25BVat}PtIMQ{b=)?+mH_={48_M7ps#JSLyq6 zh!vZu{qvnxH}3g$7WzYfe17;XpBt}!zApS-FM3|qyB+S=u472+|7eZv$>XtP@edHfuu5TB1`z$ko^Al`6bg_?j zqiIMR#1mMbF#Ep*;YFXT-^aE0WI_KJ zpIn+U#%)x9A-C5{>tbrnd+Gx{`2D3*`UQdBqWeh5?@Q;7CMQiv;rwHm`JYRV$Bj>k zy$ACZeUF&?e=6tk)#bhu51yNPO45Mr=W@RRiHQx`U@s`Y%XhlGxSll!;y>~IVIg7A zcl7U9Oa|Ru`8G^?Kk?^^->I*SGOZA=p}ky5kyo=1IKlPzO8Tdjs+l)HA5mWlH7~_& z^c@EJkN&UFNTaGm<0On17q^{H~jOJ>Gt{FX$8U=epPPPjZs!F#ixv)K{JMY#q1H>uFtVJ1-~)jPc&} zs!Ix!9SwN=dcAsQp_SoXC{GpBOPI%>g!y`wF!Yb|xUt4~;Hn-O?Ej~PH?s20A5?z^ z{Xzdl82FF$5e9!sIB!_U$^3hKy>bIF#6u`w!Z3efKI6uXfY>klrhq(<|2G@1cH5*r z4Cq69C(Orx^Y?I9#i6GmKF9g^R{FTu$3Ir_{iR#aT6+0)@Z{@(TR$4YA6wRP`zFl& z|LwUSe~%4tf%oB&{@VpHJ(GJXLVwtQiMB-if}(YxA85~nK|VO15)-q_?;G+vHIlxT z47~ezMcM_3=diuI4&x_kX*KY8;%@%H|0EN(0=-B-VLsn5O#d${ynAik{%HSdkcYik zo(!ju{@wkmqZgjjnfw3J4&6HJT{Z#Y5!C-uhpcNoHrB#;k>910Iv%?+R+K-)@s*ZI z`j3&A46AiKPeK^RkMRgA&mj9J4Dvzx2}68|_QLAZd$q#SXHhT5eCZ7S1N$petF?P_ zWGG;yk1)hjDE~6;w7jD(vHW~|*+`Wi2YUs9{HPo;&)1fD&pKZ}+n1kjBMkP7<1O1b zL@A|mIX_QRmb)pe|H>|kPf4E%Lw#x=%X$8c%0ZrJANOSYI-14?^YfF0A$~=9-&+_` zV4Kwj=cCYHGrXVTW5TeWK>Z;M^27dFIa?n;a83EpDBKS6!2Tahn|#VA=FBWxZz#& zrdhqgAJg}{?iFcUiO$DR`Eb&4Dl!WcZQ$S_k$-~`p2jGQjdTww??8 z!~UMl8*Dn^#c1x2pM|yBKl}6Re|VQ%$v!)Oh-WY!c!n7AXE=VsP#@`iZqVcYqp>$3 zKQLYFzZiZ-^fCO6?Dcv2Ma@#H9^fAgu|DD5lpkZ|EPp_lug3^O{DS(xFpEc6edh0< zS03qKalRSk(I5LGOz*o1sT}+_&eyCy{a+y~m!bDi8HRi<^1pI&_+V$-Tfkq!aZ-nu zESv-Ohx${Q()jpO>UHp^xL-&Z)>r?OLp~n$r!xD*_oAv2kT;c|Gal*^FqY4cmCea} zin8lLA5nh^L%xveV>v(HQQhhJ)*G)y|3^4nJbs2NDWAjeUW#W3L%tc~Glp$xeANaQ zYQtM+K)iwT17RMYR7dVTl0JDH(C>)-AqM%O{!uyCx9XNQZuaUkt?p_ zKtE6(411D35{B>ptp{HTd|(sI*s7w9j>yEW0O=Gs5vz`jv`YYHST9_g$P z?IHhPsH+Y6tdhs`S%e{wvnj{_s8OL+zn4>wXt& zga5_ym!{8sRod0q`}IPGeW?Dc1&7^s>K_3Ah4o*>CBBZms>=Q8YolK(?r%=YmJlTjsS}8gY zh2Il~^$g1E?S*-TJ;umDeire&juWm=PJIvUBYp4o43qxw$V(=YzJFJFJ7RT>IqavP zJ-_=p@yqS+fj}Sn+xHU72USZqLH-N*`(AI&@X@n1A>PLJ-Zvcbj@stU`SZT5b(fBd zfjskvAJ!Nd`Zg!Q{5w!=kAz|VK>7)T{o(jNWY4*687F#Q65Ib!K6_Q@H%~s_eWui`Q^-w}6?yp|{?z)j33l$ou{rW*_&V5db{(leKuXh~l z_^#Imo-eJx{nYtq&QyM$g|I{g$)ocPfF(+)sY_n@1 zA1W_;l;3u(0PGdx`;UluexEQOKPzYVqdpev^uAkc58tD|W0;-yZjkPO(8ReJ^bPsf zV0gW&7{-J8^yx`>tieBF`%N-`uA2wiL3=nJhS_}EWctS< zV`U=jH)FoK>8}2cyB|gGoufT|G1(T@p;q+12I|X~iHEbIEJf!(ksiW)KjLe*6N~z3 zD#Ljhr2p%sqG{5(M@i5&A=tl#Se}Hz|6x9sVfKE_52;_>4t1{ueM5SG7^^l9 z_i5z&r$3^Fi7~=ZkROi!M{4_=qSTqdeDp62v-22)VZDIz_)#mP``B0X9uBtOqVOl< zk)8qMM=<_l*oWdRhS_^-EhC+@+g!Foyo}=`4CmFb{gwciYg2j{0)J87Ef3A^pUjQ` zeo%ky5*D7v47mNYnwkeaoc0j>EBedUnJ4U5esbmfZC$W0GR*Rad^c*3VKr*6HT_g= zRdtlK7WLnHeVotx6Dpt&D9@kW^xsc8xEkyY>H9g(qO;iuXV51qA3tV<=FD~&KhpOT zG2GuFJWZfF-B696_xrhDYI}0$xBtT}9}E-+9O3@r_x6H`The;Kd%`$=!chJX2Kga9 zzpviu^nYAkcRbbK|F>79B1wuQn+i!uK6I~$NJg}zg%TxcproOpMJWx1656S>calU} zq?A%gR4Ur|z3zRz&iU5w{`Y*G^FHTwUi-|On{prY5A$`xGD)QGgn2yuef{a#SqaA= zf5i6w3_RK?A=d-)8^W%Oj&=4s4C6)m{~+e;nS>!fpz=Aki?pK0^L+KsX{oKzADVeS z@#k6D5BVQ%z)z(2PjyY$4Wq+w{sHCxr^!^=rSoIhZ^ZUmEzDhOLq+d(WBpe56_xY% zi_T-C|0N9iNcEe4{VDh~8`f{of3yjT3VU?=%HvmCP~FEsE7AX<;P~3sTyD6b^ac2j z{-f=ymX^#09X@|;KO5R$rCtZ)L4LNsxYQQ=xfkRQVtNG35Mma_lRy z^=}OR*yV2w{fpzJK*Hj6d#^yz{Y|ld5=gw6r#r*$1ms8J@d_j-w8t6vtFZTn1(FM5 z4YR(rfqcd5^$df560bin4E|cY9?3Ao6LGv@7+S~vs6B`eVteQ1#b`eqmm|Lfl1swQ zHya!Te=O#|KuRsTqnq<*cpnJqmD)MsS&4IJ$bZH5Ct#S~(_xs+PZ@^&D*FDHRj;F` zXM??p*P{f|@`3i}`=-dNQU45gMR^OP)kke;=^YC38^4z>bnX!JIt=ntu|5c7>b1Mo ztX#q5Es*(eU z%J1oW*~^YOnPXg8d=SXqGaXSh@F?6z$M)oG{4BKf`m%glAa~Pfeb3l=AYbIa+|A(= zPHGK;`M$eYUkIxPu<}YHS(#Hhpl@RR70A_BCs!qmd=Jg%|z zG=coAHTeT_b3ot4{z@RfyC5rb;S9DvBapwIsvnf`nfVir>AeSm{0GAw=`9N&{)qEA zhQZ#%`6|cbNPbiw^bhrcFwDQi@rKoh`7hCf?Zf-cI6kT`NAqie!iXEX1{*@YO8e6EIBvOQ7&$QmScQ8|Z_Hm|uiJ9^&(6tQ_oJod0nA z2<@L?n9oyx*dEaT4~F-aP~M6mXPf-IPC$Mw_D2H6HJy~YK68TgCMv)2)2DmH4p{%f z@hT#Qa?~%yTdroQe(|s$PW2J9`Gi1eVDWt0Pb)xPs6PzTdu_a&@_B|~K7;Kk#jk15 z>d+)f=eq`asDMx4%@mrZRbVcKhm!}r={35>ND^Q^@Cx$?=4W# z3XxFn^O5Vn%C3t_OQ#-Y@m-*DNkz5O99Q5E%9Ako8}WRfmp7CDV)g00Xjabo&C34} zzdCM}Y+JSO4Xn=~|2kH6{kUb>K)BC^^6U6>mvYdreK20scU7bPh8mg@-2bR<-Ep~M zm8RTv;$J5z(tQ-4(4ne0q{|(r=!h_|%g3ccH zReA5HfxaSt2}68D`a0(vH&)b}@jv{~yo2lG<-k8Ge|UF%a?EeGpDO5L@6s01PgTy1 z^q=9$L{ArCd&RUhiY&hu5a#}(OZcf{?^{LZ(~$lyRVN3{E?Fz{lHs=o#!4MF!T3=A zU7CCJ(32@(`J152@1y2{(!nd`VIPdEj`|>z-MUOj2Y2-!32w`iTCGmDBnME9ddBt5oNJGMhOtex$!^-M&1N zuWx}r*uI8NL(3V-MJ#_3X!uCQhg!M7_%QwxhVdZ3G@{(p)K4FU`~%0Q@jT_)_Q=5y zuf^x11cYI~NqkAPnc5 zkbZ{OvG4a+Z*R`eSLsXr^*DEbT9R}Sx2GOIVLF)| zhV^KahxYQ|Ex|qqVE%*SB@FgK^*>zL)BpPbSg%8RdiLA%W7~ivZqGe!Qe9Ph$pAl) zzdhRmm%HvWgZyK?*nSv3jQ2wXgdrY?^Jj)3f5m)&)sLe5lhvpHA7=Hzf1o|G`g9(T zm9zKUIG#=Xqx#%`5N79B1ihpxHrY!5N4e~$PYLp*i*2Q&Xh--A4G{Dgsjs1FR+ zk^ETwZKPie)B2r&;dyL4NDn*z%gWjQBf~u3=#>%~zc+du@Ei51*Q1yo#lj%ScMiFBQwH?`cONOC7+5?q?yip#6A^${sVC8haNubjb zBN(a@2J0ufV*cqyNZwj+=??aW{#p0ti(lh>I(KC8S@*TR&dh*G%CufA=smX8yROGP zp3msXSD!cU+L8Njy%$}s{4oy$exrR5hV{LFFk2rLu=;h>zg|NCu;1AGV`ba9h zU-ml$&M)D3`UrnsJ=9|tTR#%?S&*qUYwQN__sGva+hg z>Aetvexm*Ls2Q)=c`89)@3z8;GNSXgIKIAdR)^P}59jvR_ijr|*tL_u4{Xms;Xvd- z&Dr38vA%)2u6M|=Tfl$R2g1N#l&3+p-S@4>{9ru@={0y~&`_%q2=wCjhBrMAt*G?i z{5AYI_?D@^B)ktt<==+x*7@=f@(;vDs&5x1cc=yZ!}%{^;3t(&AJ;c{vnS8LjXiQ? zTNLdfULt+QPwO8B#Y}*F5XZxC-oF^`t7Cgq&f_<$&+>5-t83fG8oz`51m~ZG;XDSm zZ!)?jWn*>~r{8p-&%$2g?O;C@`C}R=+}O4(l$~D^n68+S6+QJZyN@C;^B<%3R{9l> zPi8aU%^dM_4~!qz8yKEN{2&bSL;B5@em&5tISAGlus^e%zW#mh_5=ALeS{%?Qhh83 z`y_m-Qx`>{1S_-LqE8^T1-E` z_k-gt@E15Av)DLG^5Ufupa=bbY3{~@eE>zM+=P#?$Bzt;f`ox*C)55k~d zR32#Rd1K6B*dN33^q)7jaP8ca@IE2V9|-gLeg6%IB}(f0Kzu}d>VNK?)g;#m;13D^ z?$cE;U$lRN^S=Sc?`D0~61`uF{S7#KXUdKgPvAG&H(?kLem~%mhqh{XXP)m{Y7aiW zQt2LG@%pcTFvMTfSB4vipOyw^OK0p+0sl|sJJQ2K@|{3_m|t5W2I8o^WZS!GkLB5Y zae>v~{hw9( z^QjM-AAo$Ze}>t7(&~i8mOCp(Lwthc&)Tq>K%^8>c+3>_cLINf`D&#QU29hUtA|hG9Jv^_7+L_KYpE&di+7 z^R0o1A>Tmx4~*W@Q^W8(^oRTy`0>~b6M+`!1C_T&1SBPvDE1_M8;F?aXACocNSN!B zO+sYL=YtDCpU^&R9#@@q^}NIN)uyV@$a`TttS@2zHs5N-D%UB&{UaQY&Cg*&!)NaT zd&crX){pcq4miU7z3mp~N6vC-@Ln+5hwY=dV&{TXwqGW&eOYcfQhy)Vlc|`Wg#Y(F zmDBpZz_umq>i(((7$3@a@b=03>JG)heg*PlaAvown+*qmKgIP?#o#zPI`ZZG_ z-$wq}J@D7fU4Mo9tD(cH7{31pgFKLaDu?{$AI$S1)*g$;!_50_E3c?w@81Z9*$?x}Ig!iGs|bcIO@3P| z6up0k{>#C^DigLp!5haX7xOuxCjY#6Q$eho^$sE#8*EKh$@J=Tb8>Y&t42fApV!L4xC= z6yOim|8GfCnEtsT?7e-#e=qKSy?Es=FL%_bJ)7d*8T<#XZxe=m3)^Q{m;AG%!^b^E zohl*U!u2MG_mR9DNA=wiYbClrhy6Rwsyp+0uQJcK2y=hnxH7@;q0cX%NBkavfH1^E zl$YbmOy}W>k6?cU?ZxR=&#B#0M{xcQm+kiC_SOL~-$wZp27iy=5APfl`os2zTV3*)^578YD}7&fc~h)j8H@+xlVGvrtiFq{!gw&BCk*}J_k!~ZH469Y zpgq)gp~Swzw@Pc_z67=>bnD#9x4#O=5Az}6^116$3_@Xl3HjwL@!x3A*mSP1gn4{& zE=io{CqD)9rDUEVc*gutnK4Cm(-_!oGz`1&OQ^1uyoZllpb+a8Bz75tp zkX{$5KWj(q*$ep$VVm63R|?mu+LL~}OmC_m6Mhf)gZYk2*u%Q8d?C<-`tOo>ZFSK@ zHCQi1{<)k{+!6nKH^^Un9zo#pso~RjA4T9Fj-N2(i|8L*{YPY-H8Tc&U^!t}ZzBAn zykPo|@o*j$+jB(>`it@y*;(#ckB7N%VjAfgIq=TYE*Exy{vtgi-)eqQY~Bt27Ujt> zov#;+e4o-(Fm3?I3+==w zqp~j0hvV~@Bz5i3kxP)z;rAX7?i7A)=I0#+gyFma_UAb$ZNAOG`SNT%$kT59pv#wY zA%0_fox9JJ%iOAp4(|*d?H05!B=B0doeulK@JuK8Guiin5 z$>pN+zNn90b4L_=bgTsWv45}q$DM6WjX~f4#Sf@|uV?-D=?7@Z_a%Q!7}guH{+P*4 z*Sf1rhW^oCd&}-hfAq8(^ix;N55l0I=wDem^9SCelV{Hva*5q{6)?=!hrJ`szZx0! z27Vzwe5@xboY8Ut`QUmI!-MfWtAH?!7uQ#P?6%7YUrvJYqW=5%`Y3AjE(CcYJ%l0t zp#8FPwtvdX>Aal4C;Z|LHKjE0&(z-05xq=CERm!C9~1bTFlwAzUclZb75G%GAAB`e zbl(Z-_wD(@#bE9y_&)%QU%my~QtmI%1%Hb2^nI-7th~Yt{*M;*iD9;W!*CoIjEMU!#CwIzP!U$P@L2 zmHUx>_+4CbYtmPdJ|X>tfuA@&R?gy?U+MYh3spTpzi@p1xVLa&1{k@8tPhX!2`h@NKFR5>;&MoKk`Twa{TlTaC{0-7enA?BA zdc$5?x}x_!u>XLM9vfG@o(ubhxPBV&tEZr6%TyQ-&ez9D-hH^sLz?GP5%SXQzy)U;} zY#)Rn{u%y*nf*{X*gx`{eVl*!L`c2S&{5utsAuoUcIn5$5?^U~Ss7$KSQ!JPNgs81&;G4C^2CJ(dG~)IZ@Z zq(7`ZmXA-C^L=@_RP;Ux=FgLJ&OTe~J%GKxAeel%e)6MxX>i^b#ATekp!GO{ZR2(|S6L7x^`<`PxkPLBHYr0+vr7vHMrVF)zpmQGce-o~1BhNs?S= zh7XVS$#Izu^Jy%f(XV=r=ZBFHZ}9sW!+c-FkBSBQQJynqyin~Q$IpWaW}Hz?Hk_;h z`8moz*gm)*php(Od!#>jmHgqUD#4&1XrIB&KFzxh>vmxIQi#gRIo@`^Vf@%%$jZkW z1|{RbAK>}~!&9hz!VvF~Um<@adR?>(<@2Y|zUeQzc@2U2F}4@FIy06#9gLec^b+x~-`)sIG(l&_5CeeL?$XnE6YFS^S@UQR%t# z=K=74AxKZSO2}dzpV@Gp9rN|@&aYG#mG0|6=kWyLUDboDV_IbmNZ$za`CxdnPTw+0DVV!%(3Yt`+2r#{*Ud=DKT2uGW_3I=qw1OI^Z5(fW68%cC=jFBxR2%Jru9qu<6H zREe-sjh4J4_HTq?{c7#s7}g^U{>BjR(B7y%pWiG9@91N4dj?>%AHv{2F@Cdh`acH& zVc4I<@v!=Nq#p~CQYSnp&E)e%!oY8o_kzp~52g&&g!^3R&lZ}8O*lDaCh!mE&xFB0 zW4=!q#)ti}a<-np%GrF9Fqiitle?D!8!8pM68{#BJ8OJ@=xd0Ns2__m^p0)sY6tXT zJRl753HiS$cX8jh68t?2!J?vlBmc<#0{J05i@sPETPh9X^T$QsjEf}QCvpF^xJPkX z=V|fauW-H@)9vu{mmg9ff5!F+gFU1E#F%Z0oUO4CFqNCV>(h0WEzF0h+}cj}n6Z%C zSIp@tYdU-t-IvGuv5KSL7|aa@eL{Z_J9FcVwEp8EKI8YXi}%`Fs(+TcN%Rv2eMf%8 zo^X3s_^B2AAGLQzBIvBob%{+R-#D3ky+|iR$R{zsk244um@>Tr@;PijZrq;D)_vks z*!n@-qG7+XFZ6@)qWt5^>PHT(HsSUj*A)A2N1`1Uh~TDV;;m)Y@gxK z|5wiRDP9mRqq%S*ynmuEwkN`Ty_PUv&x!vKUT*unFX*ox)^D>M6|p4{{tpZFB_1)< zNB%O*nRCSEk-_kb_L>V zptygArx1S&kUwI)VC5_yS{|RQHDt^iINyQeCk*;bI3vRO z#f@tAew<*%<@a5syZNyDpMn*|*@AwR$6>rE?-ix}J2~Ca27V#^D+kUC{Oaik@c{F; zmG`0_zRx%T`hxsl`BpK+qLb)-ZS-%erX^M{DUpHs6Vkux^0R~)r;T|&Mwr_JD`)$! ziAyD|7dD-hdMb(YAHu*7V=@034x;%nVTsY?ZwQ0^;rI!|dLQD|qvH(H<{E+jK>8Wp z_HQ}FSCr41f%-a%1FJh;C;z#|ZIoBhA!qOhRPNOf^Zi5|!~^8d+IoeQLk_;+?{Gdw z81w<v>2IVW0=+H|tW|ZHL6ohxs42pLEDMrF(CAuve^~bXq}u^H@EI zFQ{+p7s@=^v?CGd@euQeFvt`AFJV{@#P8RyIPCf&-IeRd`p=HbrjK6@^kMmiZX4fh zol?i+_XgAGiEgH%_gbmk?9<9lGAp1zl<$VQp~K@&Ho|#j)EC0wZ>c=4!~MZU<2urN z34#rT+5YN=uZOI%F5ZLv1Z;m}*np5LZle7%(1r7xyy$= zBT_%XeGA+#VwjzO+#I-Se({>CupWu>N?u{{X+Y*fpm&g19)v;PF+LLpdU5{A>NEXk z^;y23d_HRYl=*Rxk0bqrAwD913G?#~DKcvImLB(^f21d+*1EL1Q!iNm$N6?jZFyZx zeK+uT_-P3?B7 z(bD4kMgqdzziyrBsBhNe2S2~DwMJrgyN43+cafMsgrPq2m*H9(FJbWiC?8gyN8{Vt zkd^S#LlWlu=)V|d`5s}O52SX@`C}{i4*9UFxPOMbkbfZz`3CZbm8+0`rs_Rgz1cV! z=tp}`%~Ue@Jp3&16Zw()`tW1#Yd>JUjLH#n`=WBtca+bz6%9+YZhZ#-js0yq81Z`8 zm^jc6^atA-cNUH6+6Mj$+hdsS#|gHpS_h5S_yY34`4(Zmeo7eH!}b|IO5&JSVzof+%aS}K_Xzk7?@Ck*6r&iu>HqtTXgs>(s% zaQ?STqbf}^{wcJN^z5>kFvh<{^nc1o&#oI0u49iKhxbL1-@9s0t=+KU2hR_8y?-!5 z+9Mk7n`8Oz)H(fz4A}$m2=#e)*5xI!FC6*!cQ?B{vmQ_n{sj9=pH+M5>e}aEf5@No ztX;p`S6z@{`FQ&NKl2t&xvnrv3is<79z*ep;nB1no?ccsw!GynKTphXFwwWitAB^! z{|vc3?Hw*%_gW(X;vMQMVaNxOzP&!{?k*2q2=D(PeS7z~Yu4?4_P_5DgMH!n_m-UN z;c>Ez=P!F3UWBwh+z0%i@?Wz&cB)JVe}??e7;SrH0_@&BBK^*oGsbiG&tT5qjQ4Qk zbgVwSuZ#XEb3;I{0^_w{uNa>*_ZI5(>iwAKLxiCm?IrW%`;E?WUT|L($CKs#?Q`mr zouFT+KUquSp2!{7W$%XwvhupNJFQkWIc0XYM*JUG9J{^MfD~yNPdgW&Q z5352xiu7ftxvD!!N`d^4o&(C6ww>aSK{?9nfKKEJ;|tf}{}zxx2L_xzyz1k2?k^7r zKJW4x@fgN~_CuJ<^T1Y>z%J_*cs@xO=%N1Zd30}GwwlkU4m8{xuk*tj;wjR5;H%X& z-|n{{Uq=6)6L?Q0qmu!|bNoJMc9V+v=_!yeQ+c#ONY|=mkY6G{atfC!Jnp<5^aaP8 z^Yyi+>}7qR7xjT*c3wH>+nW&zDN6FnE9)N>r(6g zo16*zU)0{qDJEmBe?oqZ@;T(JZ}vr?&Hek~J-s?KN<@G?VtvBEf7G8N=UU7Xi#E!> zVfc2^hECV~Rbz;MM=Dn*UOzt?{4suibaRV(`jeX=-w|SdGrV8I@NW$KGx!IaQ9NPw znS2O?d{AD5`FZ!FpU00mG4BKD2ljt##mZAIc0>62tYg3KukKQ-&F81b&pK4*AA2sd zgY@r2u*WbdB{@`c|UhDuZb|4^Uv$1XfE zy0kB!Pvj@`e51B+8RQqp@BDK&XLaiD&*%Fmo%Wpxb#sUN6*!)gr8%KJ+&TgOQNK?% zOD5_p3xfB-P=8N0N6ma~mjUHyFQ-Oa)_K13DZIyq^q%g%WXmLfFYuSBzo$d%;t#Lh z$=9n0gT3PS1*#6k(lv_8Y(KD|Yl3jZa#;_JRB?=yAT&>SxlR|JXiZr7y&v zf^Eufo)!IJ{T}^)L9N$^_fk5*AKd>f`0nvARqH+Q1NnJoNco1liuN%7LHf^l+zY<& z)Pc{R&zjCkZ}V~k|AG1P*;S)P{+N{j>yt>&+3EwYb~;^w{0sSiE+I&}+wGU&pO9bY z^?!GLGvEoV@8EpuyzkiQ_b07`a^&y%V%3Z!FAY9_yI}Cx>iMTPuwRS*{(@`whoLuX z+5Kz5g~Jm{Gtx)EdIpY1vPni3&3q>BqXD=NCexN=OhW4ob2gkv6+q-R!DW0eCUK%jo{buV!I4_Oy|B|2c9=$G0pgmi${SfB-B@Fh0{J!)_uf}ZG zVD`R(;Iic${X0HhkdI^e72VFx<1$7`k0<$F8KgN#_W4h_DYV~782kYE4?Yw8#ih^*yzjm$qXkV>vo1xrX z%s;|h{}?_*{j>V4e}-B9e!XM$@-6Ng6xsgt^)bU%RM|%J{Z5A2ee&y%U*4Od_L9f{ z8^X*l1-|!SeHF)hW0LXj0amNQK2X1JR88)4;rb%5f8_s-w$kB;PbY%@qy8|=&IjIH zVLNYDm#;iOy}7zuOXJ-oz%S%?;X%!J8`9@O{)68amK@jf`xFlLfbt;>`t&bm^PR$) zNyqg*U4;9fsL!`tc4R1&f9C7oMOs^rAG0{BMDKYCifqTcT&dd%_JI0U6dTqU`BAhV zkNXQnado8^Z)eNyVdcqrUuC}J!vDRYJ`@%Fw(LIa2(*v#JHQXL=CqDWr=eCyL2P#&wS=A!k2mS!*Ene*~ z;n;U|@ZZR<;^ZSnvA24{`2yr;@kx8lt5$<#>HQ`_@uxNGTSu8f{K4<<^m#JGGkPA# z3-b?#+5KgPS-wFS)-SO?R?f~V-f?|8adNd6TxVMbDG_AHv*z?<)T>{@|4b^dP-=yWT3;QuB@9 zk7AhJpT6r+o>TpEGSG|TC(O?q6NdY)NdMiLzxsF;b^`vR|G&HQ-tQ9s5!@b1b$aHz zPOjnSolA9!t|WvWhxRcZl)h_Q{3^2s;t}$zY~|#uePfg0{vq~Xwmv)X#ymTSH$t&L zVVL!#5L`}sIuyl3c>AnRoc`>kl-472tAd*!yF{Y-~M0{g-7-M_ji zRC>!f@E@oz_aD3nw2w}Oa+L4=TJP%_(+0tO4f}gwtM;O0`C`bgu>J$jLz+V;#X)_v z*9QTG$D8-|27iO?KRA2-`_uV7f&VC<2RA-+I+>o#&sRUFo+x*<#sL1$3)_FF)8Bg1 z?>vx4g_wTA5RY{K#*pt|JbJiJ<*dfZXcZlj&%?(~eFO(@aQk@V)otDWb|qL(!1|9~ zINa-MyOsM3!Z2UJ{vX>ge!h5A2PR==SNkD;d`WyFsz6CgTY_nc%Le5FX*|Y80H^@A4Hy3+r5_i z@24O1PA-(qg7IO0&peJLf9)d!>kU}{S)T^3SyA2r*%17lT5_Vay8-QP^pVbd{MoF&- z;`=MrA1{`U-zob4b<`KapdbHY7T;b3Y^=TW#}D)$>3fl~NW;qa0pE`z%=5LH;K(Yk zaCiF^Po@YA6~vV{jj_|4c>=8C)R($@IC71E2BT! z7oyj|c~0aX!~2PzSGS&rn$Ee)=WDO-TShJHsm$qp)l&Q5tcDh!-`46}Ec4R~Xh`wp)Im$yxFe9rev-%Pu8-YCxn-p9uAzge%PeX_6&#)JOj%^t;%$DHm! ze8G6lFk6ox4CmG8d#n%f>mLmALI3gQVEv86y$eA8dSZSMhIoMW-*z-~*nTaU?>D_2 zzU4%nSrN)C^0)C-9-%FMY4=h~_{KfAHgTF!g-fOBG?J9r3_c!0q zpDF0<{}t#%`4I+wp*}SD*p6vb|IPD3!q6Y)YYemVu?#bLHB8@M>{C+-{vGFggdsj4 zy$vlJ+8+#v=Ki`-^P8Dk9ETDg+?}Ozq<4Mh;^YKXE2ivow_srZ3 z{6PMG@cB?a=tm>>A0LPNKijvi8`vk7fAm`Q$mPm7xXpn4_|!G(+r!1nq!US>KV?Uc z7+Piu?7D^Re>U zcUi~}P#+1)8<4#<%}*Tv@<2V0uT87fApH*e-}i5xU#(Ua^7G=KJHP)gztUJzn%e)Y zWvRPz{cXPf_Idak=M=@!z#m+%BMkCI`WR;Gjh`p3SsA}a1M(TP|1ZOpD`!ur;^Y64 zlvVhnK{P+d@i$ky)*W#8#n(TYnT!xD#P1*d60=Q5C%}1TZ12bLR;9+1 z@jx%?=MR_s*6te(q`Q#4{>V=ong8$u#2c*tvs?V-i)FsRPt5-qX8b1%{uuokVa~sw z$qRjtUNYzRBYtLGmwVdH75Y~b^Mf#t*S~D`oR8_03h@@(`*k$cB){z#$nPHv`iJ!Y zR=oGDILVT|?d&l~PnB*OLAfrLueY>TNKWGM z=TDyflx{sm_ob2Ft##F!YV9{*y%KSo!)b-gF0CpSBrn3CKgj>KlxnAyF;U>(k$;5w z{gSrl;ig@N^#cETTiickKE8Ipb4RvZ|H{`3+TRRby6MOq(5Eiq`V761{xbI01vlhQ$c;_(Y57QM*v zbuni7kWgZ^)99w80f5E+gJC9rp~S_e^o)96m3>q$sd_Ch|FRJNk5+6yLdm=keV4r- zfdAtBLnv9GJ#yGQJCG03D>W+2-u~b{7LSEe3koj1ezFnt2k9Zq&QA-aKHUGc=u83p z{~^*NZM%BisI2*L-%zYCLYc^MN4BZE0l%<6!ZNfU%gagr37VC>p)=JCS zKk*nlA1Rb=l-QhAFqql9P`2g$Qj=fVu)ag}zrT0)Hc;pMk<&@-CvhQ&t&a=k=E$w8 z*N}#IiuA~BRr`JF>RYfE{9dl6^rMQ|KF~K~k$wpYL%c=)6K49%%9*_~4E`JWEid=1 zZe^w)qJ^B9u3KcfT%b$$$<@&79@cB^7Qqg<`<*Dd)|K+thRajpU z`!^wB*pJ5X6Nddnq*rlavVPUf`OqHflhR(}ObbB>*T)VfmmXOSx&idyc$E8G4ES}k z8}ujkcS43KUl%Hmc@A+DHDX4E$*rv&jFh3UNN7!HIH(wXk zyodfJ%f$M|a4r5nt&rh7iIM-5XX5#5Ru1}s~^@rZ9|1zYERvNLR#mEqV+)JKVhH`^+A2p!80eV zHM#z(*M6{j?z0Q@VS<=HgrR?Nz9v+E+x@)4`dLtp^mcWRGW{~aQX!w(@4BS)WFh1) zv|c9cS}JFq6err>Mfqq9TT^4=sKL%#3N=FgBbRL34(AD}JTAZ|=d}-;F9eW8q>#;v6akyKx+ zcc}Cjqi5V-Y7J{Nm)1B7{z`nFN~q=dy}QO1AIQ(e`8~&Uf0ALAuX9ZQ-zU_Xs(50x zTqw++kUp)MOC9V3?tnfMj`guwS>Ocm6aAMKVpTixM_Nmk?vgRN3H}fLQxDB&*S1wR zKz@)TmPe1?9o+T3bm4pj%CkqBVh6h*(fy~PSdJL<3;9Lm5Py*$J?>4up*YhU&RbLa zZ)BXpT)uIA)Al)$a3eJi^na?jJ;ESQtWOy93CE)ir}y@BuIKu%z4AxF4XID^lwS+A z6H`{(PIZU*G3rat8#|tT9B&BuAJRt{;;VQ*C+rna(nl?QFYp)Z_gWgg+$8E3mshWn z((W$zwn4eIm_EX=o`~{dnC6>8!eB4hzD~&WWmOj+D;rb)I$vVm=$`R``4P&4u-qx~ zFN8sVas0Z$mlP`2e1`ENKXu<+`}SR5^j^^%F+GIA{~7#)Guii8ALc(eK31RBuZ6t> ztP=kO9pw7mr|?Rz-SGnGALXszw5ma7@;T@a`KSMR(6*+ydML;7_no(Ib4;D+{}a$( z_D%m1pt8~x@+)02Jq(Y-{X!wb%zyN~Q0371dmpymDC}F6`AMj7up23>?L0Sr( zA>SD!ZqHzE_Umj9(R-e#4~Ax*8E1=AUH1j z8LJ#5DbDAGgkgS<@-^DoWmTt2(R`b}M-29a*jURkW%2RF(7$;9Q%D%-MR^cr_cd8L zj34E1;`Q7>&h0knxA?xJ&?MhYu>YeZ9?tQ^c%y* z9`OHtPGbHO27iX*F`co*!~V-^6$A3;3?HFT2;z ziOpcY$S<>n-S1T0?+xoshT`!N27Y6FA`I=LezE#=KVL{#iq2Ou4EZVcXYRB*tLMs7 zT%Rmdf1e+E!v*%AP+u%&wm6nqIl+8Syq+WM*QL|eBNKAL{*bA9_BkJU(3e06-LThJioU5oMdpcPW0X;#!tdvZ#W)?lgSy0Q6R{ntKx3aIg66|>t*0->})t|bb7V&wqa%6wjN$>i;I%N#{f$|{?@Qyv8;4B#hZ^#gD{hhbPh()+s{`bYoC+N&jdA`Jg$fc#+i1M!cwPwyYH z_T}h&BEyi6q5e{RrM(Of-E3R>R0;G2Ac)tbxmCcoykuCZ@U=K*2 z&DGM!lj0;H-^1|^vis;_J7yH|C-0!ta_ga`8E1`!oYv*|G(xed0mYH_J1EjN7<|{dxCqyd2FQL zNyqHPr@mjnKCwS1hwIK(W30j7q5mVy_1Wo3H9** zt(pk`w~g_eVY&|?6uj=TFikrOF(_gsF2xxaP3qNVK9;R)~;`RDx1GVOs-oy5~i~aBlxD zk~*uRDoP+e;P-@izC;-6qr6?7**92d4gh{(yl^!f5bQLf1L!l_7h!f@RmjTe{wT-H z-??7Uzo%g;x(|W+K^We{BYbUMw;hgoAWs~>>!Ysy=huhB{SF+D>$_F; zQZem67gcl64=f*<878~)#}BsNFC2NIQ}v3EFJZmojac3c=TQ3$)A?-S$cA?@hm6O9 zzZ0L=;h6Tf80PB-ZgvaWLyz}^_R&7wwr=?@?I;WUGZXhm80-PZ<5tl#-)pq!{wrel z?yD!dzDol8!SCI_eab$k;RO5N$Zv+lpc)t$i>+#wDLe)4U_pz>cz16x>oh2rV`Rg^cW$((~Phfo!_1Wu1Qc{Uz9~BmFylMxW z7aU6E`sCGqvH8)Ok^gHCG3YTUH9v(;ap&a=&#y4a_Rajq6|CsFaBP0@M!u~4i z-POKf<6dxc*6)=bNm2 z9`S>HPv;wiJ`Wq+W6CPw{XL}D=W$wOk>+MtPoe%QdkgE5_rrQ5#!DZ>uwRJ$WSHeE zgxP%uAuIpG`ls*n{~rz^{`*Sw9(}1q^#7SCKi}@c>vq=nmETjo>leM}GOG4QhU`E;?_Icx<08Eh%QA`8Lu!c65EzrZ2zwe3xPNJz!Co<6XIP*3OBmuM+B++!`+GuGPWKCh z{vG$7S-Yi$uLt}4&0gNJeItw)_0>P+OY+aKMIHLm`22SnH4fkL9nSyZeA$23&0ebp ze1ZEA=pO={8Vz@vwt@X)JZ6~AX9@{J{($WVtUM805-WNS0_`DS)f&m?#iIEM@-twQ zdZbpx2JW8%ax~gg7K{PBO3WX^Ag@t>W5`eK{>BjhE&j$pAN7ar@%dT6B_}7xe0_)q zsIP>fJ(SP5nje+Qo_b)vh{wCHe%L5=0?u-nSMKR%#}Dm?W`Hdzn)fx3|Df-@}Gny36yWz&?5Ih1K)8y#yYs zKVUFZq_60o0#A2}yK=if=oi{o;Ek%dMQbg%y-rrBF^);mg70y@IeD&Ekn!3y#R)|3 zF6mYzRK_9Ta$ydW>tKSTU_>28bzBPYxVE;~_AINXQ5bvozm9u<0sE1pZ zb2)dxf1~{djdTn#@LK}$3EK-wIw-O7+cwxgL3<($@d5p1(D~u=V{Uxs>kUCyCu*#@ zTn+Y%`bZe`iSRw|)??m@;BRm|L4@f(xiIM2r#1JT_VRc=#dLr~dM9~^2T1=E)9T3N zjR$}qn7=Vh?-vNC*w4S%B)@N~d{XV2EX)w>PrnFadJ*n9W`46@~Rq4sT zPYy4+y%UD{I{JsHHx*(g4m$<)(VtCI^xRp{*bd{z{Fh<2e=%+Bklx`36FB|TlBc=9 zI&cK!h4wsM+U$*XrD(qn$M&pS%2xVf^Cz%|ce5hxacy4ki9j zImiR;fiQayp4A8cjN_la$n$ut-U)WUTR5YKVf4e}Bl-M=VYYrfLuXa@*Mi+(pW^qp zgoI&z65|75&=-^!tIyVJSUJ6KDx4Aa?q0VqGnMK8!Gtps$`z%0zW{%Q^v!5od3~|> zVemhwf5FZf!?aU`a`gVSFxYcm>W;ah_o{Hb!58Fmd+jvm{v$+B_4Af{xxjzqA7OT$ zSQrv^?4w;nJ;)os5Bd3I;JxquAaB&)Q1dsnmkmYlx#RvBVcDr9&zVLY)UwJ;x&NLS z)IaX>tu@^KW}ZJZ+VSNm$Tu-w5$5^MtWm?}nZ>Ace=*DJ;yPc|29S3@vHS^x{-Qr7 z4E#a;ndR+J>lODF?)MxaeZoKK3F)p4ezlem4t zpf9M;v$dBFe7QNb!vX4Vwqab_qe5+&$Hb4>CNi$wdK?6QXe0if;ghsJK^W*4zyBj- znB~`mVZ12M*)z2^Hqw)bGeG%_FL~i_*0Qn`- zH>X>iN%M+9Krhla$JH!pR>wzhKZ9_1f4d$J3t)ah^_PyxZB3m9^C{GqIkl4>Rpys+ z|1{^*6W5Fi-_PYw5lNN)|-_+}Uz9yIK;se~y&goYiHuko)Jz>r$^9#vkGN z!@MH>^e)#Pu=7>ID93#=zpcN5zM;P(%>7x^h-J(7YOV$S!~UZ@*LKd@_?y!o6?}By z#KvUcKk_3gGy z+)o(tHwJ%$>mgJQ@x}JInc|AhL<+GqJ6!)_%1`P=LF6b1K(^%Ru< z{5w}V-g$W&&V%Fk4DTlTqYXoKFCO;<{lf7?FB*5I`>nx{PhmWXe!Et(RQaYH+rM5A z98e&9{t)~N>cfIB6E2h|2ZDdX{ucJTpw+w4g0DXl27Si*3j<~s?OBw;&L;~OZupuN z_N0;P%fj>aExsoL;C>C(U(~BnF57{>A0S+mTW!#~L$p4D@>%r3Ix+6~47i_-^b-bt z;rEL}o`&k$TJU^xaaj4OJ#+Z|eBt6bmb;4{egXNQ|0fLlb2uJWu1@_ej*;snxD^lj zM(rP%UQuP1z~`?qTKZiq&R2sz-s2cc4aZ9u^abS=+xg(j1y8?%{Wy#DhcLt=tj{ppUy1F~ zV{~`@RK7nM+jVW3ZI(aJZwSM9(7!Mo!0`CS!fT_AVSbGKh)uUz5}LaUF#7MYl;c7Iv8bo;mYp_U$e{=M|c zhKSg+OWAt}Lc)A~Bwli(_9d5a*uTR5E+v(v zqWK+;e_8Urjdr&h!2YQJmUE9ztXjeIy#%YdB_2r)?0&v5!Mo|+^46u$AJ%8so%&0N ztesZ8a69NH?vE@_=rQi)^|3G>tiPh`jEdgxMDM8~KUSRIvLo#Ea?p454=bK;nVh5% z2=$S^mC@_I*2PYN{(6h`mtl8`7la|+;{G2Z-=)(Rb_LmqnwC;Rp5YHc1dj-YS`@}+i z>mvT1FvM%j_X#WPpz$-z=Bw=cFT}6aF}3e@kM0NOMUbDXH$@mvDEgeXUKcS>D(05xlR9{9ju*F}XNf1>}L_Sz9t~vfZtb z@c#lBuNkKIB!q;)AE3O~mL-^9RR0a%W4u`>-MmIgW+U(e{q;J_=NenA13Vj`hRU9!=bc)M;P)&w0Blc_lJ4?JhC@de>U-hVR|o@)o1T5Fbw%G>SK~$@xX0u zRuFFtaXf@mDIcJ6Sg%9*GR)4~Bqh{eH@Z{+{6u-Jmr!@x<1&`#n}oUlU9WK9z@oM0 zFkeG|!Egxim*E_uZ+-rb-zxhffd6Rkgk|V{fp9~|O6i&b5zrrwXM_Kp&QA_?gLr`Q z+K{zvSoUbq`zTnxaol%_K*clQ-%x)D^L%RKp{XgEPs>1maJ(CDcZ`X?U%~Z@F!)>i zev?Me%BMkYa6TXPWs~XM$wxD9@cl!=JYU+h#U?E!S);=eqHoi^O0B`Y?t(s{ycwqZ z%tD6gyJ*$W#QDS_H#9=}qOhKzcx<_-H5$nTUt@0K^a--7o+P@Y>fciP>Q zOy}o2w`eV|nPTD%@dM?{Fui9c+|t8u?a6DR`(yOIx3RQRsUp2}Art zdbUn)7-ZCFC3lG7Sf5Tg(W{^w$Fns-vVD!sSI_}OjMvk7ezr~C=#SO7w~(Kr{I+$L4juY23fe<@2y_3l&AocicqJ9? zAGYl}ZFEKDIq(n9!!S($rzvEZ@qhbAlbqb3>3lyW?Y~XqwY%Mf@u7SP!~6&JCoO96 zDDUqZA^$-734?y%_|tN3*Dg1i2lh(kh=G2T*N!VqU#Cxs;rg{x{ZM&>Vgsy4;rBbc zr*`}0cZ$8ADcmX8Vm9DTIlRYfEVd7Z&50ko6prYh?s604jr|b@|Ap~tm(k|-Gcrvu z9&CS?)nnf=+h)OjE1vh*bt*Dr+{|w>jCNhON;wOyodQemZxtBD7`+!5Aq@8=N`FF6Z~Dx zfquf%R_*HGY6JJTk^VgiZJzKg_(_*WlP2Q;6?KPiDi6zK@@mg1(xG;CiO=S}u&orswKx{%9b|JItJQtP{d zextnh@7im#Ic5{+*FTug@2MQtlaT-W>z*h@b<|`3XC>U<`bf2O#bnSIEYH@SG`6u- z8}_%+zc8HgZ#mc#)%QM={Hi?^N8>XzM7Dgv-QX9;+~dMSBvgXp?zgP zsFv^Ik_j01a|naKq5iNO{2}V|foU&yKlpYZ;scf+xS6%&x#L;I@eDU#DA4pi1NMRb z{s3a2592Lipr5{{`me~JC5e(tL1dYg6muE-BlyA zV@ze}y=Wm}D98GFzHtvGecb*(?4S1e#lm2acVDqR`ViCR~k${1?AJ-81FGuZ`WH zeU#s6y^{P?JJEaVRIYzt|MSt89siJho{p7zVL7)8Kd*XviFU8GDeB;#s6JxIzmUIF z4)Yaie^W%nIHLv_FZ$2Zh`GNyy<6ea$V6?<|I^nhEObt3aDROI{&33$Q*J?ig82|( zc;5%@iQ$Q4Ppm#WAI~t`zb6d&E$Tn}p8kJ8$S^x^!oE);eiZoiUlHGI1?xFD-h#Nj z>RC4o`Tjvcy26v5`F~(P2IWz3C-rG?*rdq=*-K@cyUx zeL5jwK7V25Y`yl(4$aCc$9=$$v0{5<*q!_hVHh9ozcHNsF9!Lbe_`cp{pM_c_dj)x zqahw(Im5N2pJ&JE`uu>ljZr?x!2Zm-ECdj`%pr{ z?EgoE=OrrrXSSLEKQO;MFIQsp$uSf33H>8s@b@UM^IO(G@{dRceaHNQFytdtezx^c z^3+apx}={MrbWGU%op8XKz?6{|8rl>QW@+G_4mS|s~z`_E`|7m@sKd|hy7ou{blVG zydUQ4SpVV(l?@^L^>}Ria*>t1vckdyt;HCZ*qC&CWV9K z?=E-$l|FOZeHahM%gfd)t!C`_1p0vVULJg9%E3WekPi{wni#Tdh7|Az?dvjP&n>pHBQ{BhC$L?auYBNTM;kF;5TlANwmBKJ&b+XDhtVj`~5E z`=6r2jeAY=R)GEu7W0oVHp@0472r{+vb7yM^1@V z+`{_v+ZY~yClbbs`fwXD(2wzfFkeq*jsnPM2*3Uv z;;^YdkDtY!BWD%w_z3kaZZ`IM4D^rdv4lY%u>TUp%WX5#hQs|uY_H^E zeEQNoL%6<`w2taMfAnqk|24w9gA@Jadl-U$LH!{N>+k44?mqt!y<|)o*Pqgny}l{s z8A1HP@szo`XoghjgTKN42m^g6|1$qvvw~@B6f9XeV(?#7KXF~<1c4Lmf8+S>8T*%B zwl;uxhVmlJ=Vyd@|M!NjbXqD~C^MJnxi{@wX_HI}KTpIkTc5di-gf*5(?8swmM{K! zV8!AG;NMZd%a?B3-A}#@&d)oG0EaIR5*BZJnAt75R7{^iSS!X_q5! z|3OGdw%qS3Xdl0SaKGu~9eGFKC(`rK)G;*as5O@#VV?gI=K1x*t4(3EhS`I?Vtgdb z&!Z3qd82$E7JDzBKg)}Up72rcQ{A)I-cUU(h4~_3IM1{|%s;}w z-_ieI`oB{4J;(?3o9grZOomy0%GziAWSG4N@#y5*VEd?LFki>^9*^j2Br&uZ^cD5* zalGt;rQe5uJ)yiFAN}a{%RCjvNBH^IsaN!;Lq6F@OmBr{P@CV{F3=vvKf)j%)NjI4 zUetbt)g!gUqf#r3d zv!(CXE(U*v`DsPYlA=LpdcgdZ+D8oj5B0sGKpZ?V);SFYC!qr+kwz$QS3stelVQpO@_#4bm3B&yeoR2VEN%5R8&$kJK|3>|O9x=i%V*6x}2gVn|Kri}JhS~kA z=i4@xww-wi`6Q0_g@R*l^rRd7eCZ1%sSEeFbcOjL`kxmGPLqOnW+B8fgyNaT0!J!j_2@Ba6G%{((_&OT@6d2akh z&_`@1%)SRcnPGMx?``BK-!PvWu)o0fBi_C+*&4cbHPpM&A2H1KH?`)qGrWe3hk6*U zr*?ee$)Jbka32((Ck*z2@r5wRAN9Z1_s-ZIhWoj{uHE)RrE$c2@OQ|M+T(uOv&OFN z#PqxNS=hNy9Sh(u`sa5N#b2sx4Z&W~-U;*juY@_j-Z}V7FI3ve>$UHqehlzYd;|Mq z@%I5IzdHsWd>SBnUysInGh@*PIZg0CxW4zwPey8Gz2Nmf!hC=5-eTJEAztdRKSufq z!~U9{UpZ)|srE@8f8U?aS9`qJn4jm@Ne_44_}v`xPn^F_u42cQ5=~y8sB{05u&-wd zj%V;f8hKd+NPbhk2VK>j}+@4VVM8l_M_x4>YWpPouBuHd;{fEe{jR-|AgPb zUtv9oVfK9!!oV-ohx!JOhPM{wFg`y2@yJ}qseh#4d<*F#4EYb*)5p(;Z`~HTDWTB!eB^nFdF?~~o|tV7d9-w#82KAk!cv9jl8I8Q_U_>{Fu z>+98*+#h_(&K`HH_BPlH^>586FwYQuFA@8H_LLc?<*W2Y%rEpPT-Z zI^NP3=t2L_FuNbYFw3VKg?ghZuO9||M}7Dr(0(&u-U_(SiTwFucfq%%q#fSh{09R+ z2z&Q5?4;eOaERi`7sL?Xkbexb^K-&HUnUIuM;x!IQ)#TprwGtLly_6$)f*d*t^@vI z{A#L+@LO=r1lp0_ulbUzQo|d;eo=l5uOa?7r^jU#L^?w}!SS1~YYzYN-*edicssw zVc5T-zB9a)=41WY{gu`!!YTua*YLg^%D>g&rnbUz7k|IfEeE`L>$ zQGQMGB+TveXZ@d^@)@FfFV5E{v$}i!yD3l)Kz_AN9X;1nO7uP|j@NcB|LN^I6QCFQ z^Q+g>pq9qlFdp{*HQHvK=D1#~^t_SwP4tv_>ke%BuOJ?`e{`JkPc&l2YP%`iI;WSHIWXpcV~p0ZB#{xAAV!X4;) zy_4Gy%^SUC<`U2+7Z5472-ye}>(Q32*4f_3h6Z%d!3mW1(J$^8Isq!=q19t3ltz^9dw! zf#mB8W%D05fxi{g%P{jN0?F3#x8J75vHg%h%CKl?oW}}?S7P}Kq-+hd zx?Q>sz_bo zVP5Km5ou807t2>5bNGp;@}@s9pIHAGhWn^uePI~nkK=bpyz(N+b|%PEynX>;82=v( z=c9ygEwEJB;0)`H5Xnc-0Ws*i=0BL~6}+APACO^)PhxxJnC_o34EY+am&S*B6RwwG zdY@Gw+hbjIuTxeXGig1tBW!ZLXUBj&;`oGtANV|Bi05K`7s%$VsTkAPk@K4{@DtnR zv|g8=K3xR*h|d!Se^2e>LvJMpRqd=a7H$y~clu zkM#n6iT5J{!r%}7ZJ$TucXU3tRyX81=s(JjFzBz?o&r)*6aM}D6 zU62RbtK#_Y8Kbj%Kz&4<9|{PAK8nu|8D{UhFwEX37btb^GHLi+SFms7pVF$ID)ndL zKt8B1O3_If#cqedK2SfEHeXP2nC}hxi1Jd3iyvOAo(}mN%9k+Y|A>|Qn07agyaN7e ztXO{tL%xpoN*MAH>Tfyknc}Wvpr5E8%9B1@fAAS5w;l6O0b$vBG{17(QuXv_qaj`) z|CO7YQ}=3#-j~4fRCe_{;e9?3=qG&m+yeOm(f6DPr;Y6Y^5#s4pJ-nyh=D)I57oX^ zomxtD+4n~Us%|EZ^@U^D|5I@6Li4M7FV|5xF1r7N{36WqYXM>Szi*tMFxVUVW7WWU z`3@(JK|DZvQ{AU{WwuEojEC}6ZEyIxJKh)akI!O$5{7E6xZWjT_$lUt41+%~`nx~K zOY?6G{tD$y&%^!^`Oh%by9Awk9P~->J6^3Q+h0e^(+XZ;rt|J1gB`x2sL2JgF| z{-`B+FWj05-{WKWw3}XTt?2*Lqj5cmp&j*G4Ker64AcKR2)aA`smNKT3Gp1q@BUgc zK6jBc?575c$0H2#(EJ;NK8oK55>Pwnmw3O(aXhV$+S&P$poe4mi0X7Z_J2Nt9>v#> zk1dRYdI`$2#|yRc0@wSnA4dO37{*8c+H=X;Ewct};PJTU$NN1OmEHpSaDIlFKj_(D z-D`TvT=@S%TwgC=c-G8E1?(0+Omru#?& zhG{<{P!F*(_ctyF`o#CsI6g)C$l95{5e9unePfuu-ziYv`9&|O`~f&8oL@a7uhk_< zALvE@s9sv|Us3%y&^K)F-G9{wOAnv_;bA9ltST1SKdz^@t@ACl-dkb+OxRZ`@$gnv z9(=kxu3O^j$hzd>aj z$y0OG&kc8UmhgC~`LV#c-;*lvA6jC05QcmJ<*(W5trMK~8sv}k5e9jpe?jOwa zN%lOmM~10hFJPGNyD$v$1r>$;g_haR)u%f+!2GyAtqJDR!=0RO)ofqbp%E8pXHpBV*4GPIZi>NEWMy!Gg(X@Vc-|er;~K2 z;rCB?Uz+F{sF|4S(9{B0e4k4|81x(IC(QFZ!rY&5%$-e@}p1gmo=adn12xlc~X1)A z?4R0?^&Ng!*FgRO<>$JHLH{uSXPEwvTEK7s=`Ue^ z0^^5jz+c?o7)5-`nRKFs-DeOOMLRq^d2}1-C+4e!;k*dxH9B%=!KUM)dKuC)!o+@7 zk7w;*-x!Za6zi-UR#^%8Kgw&Q+0E4|`(wDj7-@CASG3$m&Vu5gRKXQQR-P3Fbq78hiKo{PD#Xut#w{UqBf6hx8iz9Gtm*<|B4r zSYUj9VfM5~R=^)>N6gN@1;#J^%zO;fRF+aaGg-1Dqjn3|Ctg|$>p_1+ z81xi{? z6DG_8exUt~S>wBT^OkF%FUSwVu>VAR8WXKFv;8Dt z_J1h?!cgBp{*9gaGN4@QX$N}$STHWWXZKyd5~VeUd=UE|!cs5PegDRidpfxMjinN# zAN-A_yGda_!N!Z1{Qgh7hh*a4SZapk+<$O|P6= zh)p&8<$Hu)hWrZkg)rC;%HPyLO{S@L4Bx*JhWLv1XDaAB+3~(1$P4#7gyFsd+Am?g zpJSNqXH3(hPkoQR3F|}qGtFK-$s#cc_=*07Fz6TRgV`-PrImYDgMA@?3B&#opEs9k zjA(xG6zE6#%*T#*`LH#I-9HnUPu|vaEXNW2BkH^P-pg+^ymNVd&iq(k`LNX6@V#=J z&-};ogJZ2O!uaUF8K(Ek1caeJgX3A~ZCCQ?Jp=3s?SnAzo7%$#3qKduK|J~wvwXxN zb>%>hNjH`H(R#-Bzuh_Y{eH*~aed>h-cH;a=qGPP&ySxKf9sszarV6weD+ zdHkEOrgzt>uLPANH5oM*foZ@5$)Fc6dJ<`Dd9mKFeEXH{=uO-wDI~=npJ!@2vdt zU%hMvqyNKLN2$ABa9;=ePjstG((M<+tB!d6-V5|%yLGgC z^O~_s74nIH)@cuZj=oS0^;nD_gh8LF|Lsp>GE1@{zM%iIMhyO!+Up-ZG;S09KNi-{ zr$qfW^M2M9&XZ7|2!p*M{|H08LwhF-@z{hJd6Hm zCi?#Xw6AF)5Bj)w(1&^=>L+0(`W~@h+O84rlDl*ReqevQ^T#Hn7=Pma!0vhOPs@#V zuwO@dr(0FF*l+h>-v<-S*dCQJq$V5g%VPVCl3QkPOv+(>$PfEtWusO<)`R$f?GC!L z;xDw`1AmG1I!sEoR?u&U`LVx4%!J-5M|Z;i)noseV`t1?|7wsCH3`;B z?Nt`#Rapx`erUgr!*$K)NZ(@j0R)bBEM}dnk%Q-vpM-fm$|batrGW&z|&24ekYn4OO@O!u1vg!y_|JF7oACtN+84!()*D+!zvt`9vs zagZ#_x1CetV!XEYh4(u#-V+9WKzdxZuJO?seTI^y*b z2LF!xRfg&Njsn6!56Y80&+0*LiA_uT^?DEV(fDtS<9hTy1?PK+-38mjrk&dj>qC2T z|2lb&L$*KoU-VCeLB1%TS&B&kcKhA9yl0JAQPpjG1n2|m_pBMm5+x3tgm!;1{j)YM z*)1_n64rzMlwrni!mvK%&#cp1O$VC?LVc6^=g)h6Ib8I9EUwSPW@Jr)lBm9j{R#8> zh=*UtET6IS*?nt)$JQw!kDgzL@6n+=JP!U`-WqHM_Js5jhWpNF&xGOpoyMpBV@bZ$ z4*me;?NO9_-1pT?_`W#d=esT!gzN@-kY65z>3*)jQ^8JaQP;8X{yW-}=V;vrcOAm` zc?n^t*Wr2zgFnIXJq5F;4)OGW`T)}BIbADlc!!ao&zL_G27im^BMdYDK$zECJ=f;D zD_>s--@ieA6NdSaKZHTP7%x1JcudmIaD(}1{-Wy(G-BSv|Fa>zv)$VNtc)^e_aOyd z{qLykxs(Ry6WH!GW`na*P(IY3@p-TK389g0rhGiF1iS5mogUy1aJ^n>L-*}m`-8pT zD)1`UWH+W~f4+bADh#sTpEeZoTZ}J+!M~xr3B!0OU&1gS(Sy%}f5Q2^T`#<=?y&~^ z2ln@l*r!)}zYBaX1?_?1ArvpX?{wR}M`;}BJM!DdBGEH$-2#4o?z2+$Sjh3?kdGsO zeRghLrxqppUMila5eECjc;{PltT98Pf%}^|L544qgw62(ut+b%to}3S@QvX9H|rpu zNBZWJ7Yko3vjO>2|K{7?RyCsUbD+KZNiLN=VzC_T2iNPTx6W{nQx()p^u_i{82E$v z8*AT9@?x0jpPzrz&#}9^!+9XiN0|E?zoYs;eheKiw~glWpAfVp?wII)DB6d=!*5ep zsMlPh@#mU#YkgAK2=+5oOb=nmcaeW{>m{r24>p4Q6!{mRaXdf6@c`%-`fI{4KaS7Z z+4*?D;Kd8=G7kVhklp}qv+2u+2syt3*2!FZ?K}tU3+*%D+*R$`<_Ewp^pAwu{a-;~ zz@w5Ab@RX<;CzHZ-l*S!JM<4teb2vdC*A>AgJ`j*gHI;ra-} z_$cpr{k*5V`R^w1pYW0KbLVvO1pe8J`8^LYoWF?gn+piT`wQ5AzNvhEcKs9JAL`ru zrK;A#$`Y_Qq>nJ)Kh3{0bFI!BL-6OgzJ+FMAFR060P8{iE)4B**2cRP=Ew0EX7XCt zetv`dpa*b&3)i#A(00Q6d)K-CE}AfV(^01jkWb)w8)5Ko=nn|P{si+6!jQkCy)x`T z{*LwUN&IE)>^>D?*sl{kI6v$UaQ)QI_sfgU?r-^^@&^9ThvqBT7Nd1u2I$AOJ`_3cz`P|~r`EUG}i{AG@{a<`+%$${)D-|Ui>1@c57Q5 zAD>}X4_i`@8u`WFi|ZF*(09y#8BQR1Evf#`pk_rl*f-7>(scBx#-FV`-wo~YHe|zt zFn+%-biTc0uTdpnPgoxd-8jL1L*`-b&q8-xdGXNN6rM+YAPo5u>Q`uD()Z8BUmzYL ze?o7s%046W0Q@oGr*fB7k2%5f$nT|F2gtqnn!?9lnr~3kC?5#?!SM<6@fpsf`NC%J z>bF5dMw;#?3&Mg89{K8a;{GcvBwAqE*9!C%=MUSXHt#@r-2d8J7PTxM^AzF-#+xw2 zkiX)3!hSi0ew(rd@@d4&`ks7ZR$31BGf!-9gu#AB|Bd1Q3J3j-A-?JTjbZq7Z z;m+EDno$3x@r%-mrxwiQ`NFct^>Pn#<-xwNeR<5;_@^0L*!SKAE6#UYtnbgimoHdx zQLp05BT;<^ygp7C_($`3WF{ZHZ*Xz8?-hYZ>=__;a}~?D?|YH(tK^1MsK{ScyVGdyuX6}bN$&Q;n{3c@OPSGelR?P_E&^KACZ36zMIy^+Ufrb1sjYm{q{XC z4fNxD8#cdG2;Zy$-*d$HNf_)A;}Kz~Z{YZ>e{ULp!oGH35U3!+1BrWj0g0sW!puS^QtWzrAwZwE2|HV3@$S#-G;?5Y3X82E?z z7`21FVtz{))`#(!VK?%hY`oVr-{$7k=Y|$JK|KS{m$s-L_*w6&3jRr3JRe~mZy0u? z{DSpo@p_9|jKvz=cfe1ae@pj%nN!k#a{JvfNl&4=Z5h{}Ew}2my>EFbR+D@PtI+!{ z0>Y4wq5QYW4;r}Ou)TB_nt$84vHm>4B zm_EV~uW)}r81@tY^yl{zV!pX{mC+do>%shIXRxWs4`b2$VEe@55r+MS(LZ z{2%HgVaUHR|6!QES14fP(f_Y74Brny|HsB-_m5eB`u>Vwmu(L@E0=0mFUn`v;~k5u zA3p;65bqX59NhIJ2=oR0%Wg-%yR|mfJihJDogo`(g#3%M1K`q*ZW1r`$V80^XoV@d#|lCx+t>y=5f8| z#6G?&1J9$r#YJiz`P4L(+dsqfzKnn{=pT)j`104OE28fg(esxgb%rKcceqRbbI+87 zrFoH0;C(sdAH%b#|DLyJtBPOgz1?eKG%o%+_dnr zz0;unfaC3znO$RfN%TJc4>5g&!M`v18-u;${*Kz=d&2)>cK?x$w~f}nH}GALi)IVq z|1>c^?K7IFpRiu^|9)ssguyzo4(t#4w{M&Kmt$)^K;G0p-Oq7%Vj9@j zKN$80)W70X%u<{F+iZs-2!!X+e)d1SvH8E!qtGAqEkSyuT(|4_kYAzwB>3;D zwpg42{J{J_q2A;~{?mDoZ{qU@bepL~2!sDY`%4-X9i%j?64p;Rd4vDJ z!j-V!$NtHxP1-x8mVi8v|A%^KjUL;42mJdM@pufg`-KcAP<}xe&U2AJtex2lVX!Zx zpS836khOOs{t@oL&W8{A^bHR9WC!%4J`(2n8DWJ(?D+!&zvf0MK>Y&uhldbD{)71> zVQ#Ms)BAk_!oW||-$PmVOg0|h&{3c0Pm#8d&RDmfpKqnO4~Q~adlK{=<;k!s@sqGJ zeIHDa5?C-=1B!9xNe?$2Y27O0;Ih-54e$?=8u%E;A9j@1q zQGMzO`iTDK@K==+OWrth`5x(Mtl_k=1^$l^={d4=UFqTr3ZVZ;|B)Yam$t$kWBOi= zAhmB;f!4K1@W&X>Q-#(`vb)^p{+%#;A6$@n^v7Dap&LLSaQxJ>o(kL))uUfUd%*YVkv~Uk6cRN;vcW&%`U!*laQyTG2bG6*IQl&q<3P-9u#01H|JK=KIs* zM|Cf(@mb6Bo#Q2`_Q{eie0?Wg58R;@yBOjD(x1`&XP3!U-xXN>l`!Ztt|udB%<0i> z6>vWoai)69O@&h_(2o8i)28p2L3dv9{Rv^%pX2zMe$#U=4mbq$81!$M=cezh-&YLw zi0eJ68nj`Drs(@_xW1D%=^lwQME~!J^PODR{%sn~4o&aS^~h522Pl8S;O_|E zug@G75(48P&N9+5d$%K8k>xX4M%PO#UoVtzpn5A|pdZK2y53p0|KO|qyz}&8ZN)D~ z?BzPqc&ASXZuzL{4f|gl|8()hzW0O+f&XYPr$6>=&3=(0??Uo8(|u(R-`xgKFGu;D zS!jQ9%eejUemeTIGa>Wj#|{_$KNrq_=7O4$?Ge%UlaZfi9<9A>yjdCcc4SLkIr#)tjCv*7Ie z(gN)o(f3P`e}wt_8o8Q{YkE1V@Oo+P!qjW$etv*_9Q_Hyv;M_k@Bg&(ctrhSy~y9( zRUY$Y_XxN@%e^RR__;&2tUh}lG2|b}@7#MH=`NCu{5+bejyKNtEcbNJAO z;P0^ixw7-67mj$se7L^6Vcq)mHXjcD1pPH(IFCSj^A?7tJJkM>eL(h@m!AJbT4^f3 zKXJaBYEG}MpMYL`{=DJE3iH4Bz6v*Y*A3Va>+{;GV%&xZ=O$=Y5_ zZUBFQ^B4YH^=0eW8z2v?cMt~sLVsHnmF9H7VLIp+@~3F0gkFEMaj;)U{VU2`)XjEl z0Ke~3bYD$(s`F}~pZb??uF+mQ1?(UBQG}T1cSY5G?20-Sae9hAx17#t*dyH2=k;_tJk~5&i!q=G%l}J(#awa{kk*Xi>!d>7{VrYdtg% zfxkfdi-m&v{1GFdz7{B^hcM8K^E1ru2NWM&8`<<`8b41gt}Q#CJi`V0qr8eg6ec|T zZL4yQ#xGIXqj4lRmfr^~DY~_M)SI24-#X&?E_dAM)IaMj{NDu9bJ_M&_<+l2U_6Wm zgn4|r?6$Qa%*_<`lPDj;aQ=k!5(fRjct;rYpT@`MA)cZ9F9$y#{k{4C>{qZ}L>Tyq z_Il;Rs=ZgDTH*aBT;H{s*H-+NmF$T@@7JQi1u{t(*D6M{wA;CzK2iF3ZG+LMjY^+sywbLx$-A>e^>Oq+g!z518{OyZxt4nu z;y3c|hUNJ!+XV}t9)teiMxmF&ro>5LpVUs6{y$f6qiDO%hFPNT-6Q=s6*u~aoKA!F zVE>z6Zv~#~ZUg5Xh;Ie-pB416jQj6fDH)Mf+rz=%<9cr8EqpS*ujqCt;@chGJ>Hul z%kM+pe)am2nX?Vor#s#k7a9s)K)k{E34{Mb`dND>jd$ma<%%YSYgPSb zfL|4X3&1}SUcEiFrq>GK57KiFF~l=m-@QjiYj3;F0{zGR7{f2fUl0cQpuZx_?T7Ve z_oK@Px!67k=?wfuev}W<8N57RndcYfGZr4OwrT@^hxrM^^nZwg@^8gOyEH`gV~ih! zL7#E`gkgRfzfC_(bL&}&Hsap{<9nY~VQ*?r_QG%+@$12hk86j8g>ij(P;+YH?y1A! z`*vtQ73yO~b<&cC^8@5hh3%0Ibso34K2*%!uzuXG8Ne?qvA-e={uKQyVXz03C+pAN zU#r-YrIk1{h37vNbtkT-E}qZnsc7gWbvo!H$Q$MNP=2RQUTrGq2ing=6~h}+`vf3A zYLAo%d~LZN=p%gfjw+mg;(A{E>LIhN z{}3+E%4vFQz3#mQ`_mHZD`CioFdh-hms@H-TX#6Z>yv~bzMwyPnLDxTlqm)L`!6p`8&^6tck0CI z-LDo0^t!QQBHxd^O8b0vN2uukFOfg5p4wRtX=;P@;e4-tsHjf!nho}Y^t|@b+CAr$ zHm@hYp8x8<#=SehUa)_aYr^#6!7o+9`eOb?Sg}UwoS0t>f0P{h4?axiSFHU6=`UgM ze>i{DvVC51UA^G{TTnl%&Nn{2U!=nG=c>Y3#py=!o!I+g)$(2RdZeYn{u7_C_VK-9 z)cuVz+wZ=)pfux1UNPLq!S%nn6!XQ@suk)ds9$d$H)zLn`~mul`^%bf(z8mkkHYt- zalD#IGnInMPQw15aPjQGlu`45pGaQ~V!q$0DNd-?GE;;5SvcNXy_vdGv#tQY@%gur z{kqq+DFKScYYnc!AGF;#Lhc4-tEJgKyYDWzDHQ}fIgnhF5ga1Z< zRM#tLuE9Ee&?n?C!z>>p%)j5jFteAssp~q$IQQW1!`EGi4fjj=-}~@&jeDyt))w-7 z<-_eKoeg!Ad453{_>1eWm+;67_)!7!zgyFstuD4-%{^+M&H^crL^|fJd=C=i}lfi#r zeE)Rw#~1C5Dd2z2#s1*)QkmPOW*=aGi2jr?k3WQ={*Cl}J}fBgmAx6{hw+6l;l=@Wx;yLPnqvxU< zqnGHx`jCH(ONaEbR(KBjhR-)voZI&5)il0;_%G)6#zAUf5bt%w>-{e`G{ooKS4la^ z+ka!&-(Y;9cF2!#y#GpGln>v~o972#CLLG2`rMDdU(pn<8f3UCQf3|LYtwGWxkHlV zc|2)4b4qh~?^>WA>23OI*`>nc4A?v2UtYJm?`sBqMENu!hW#tb^J|ATr3trRNL3O) zzxLiHA?uO`^2g`D3e$b=UbrUplH-;;CRwf0x+Jf!>pMLEs#^>BCFZ|hD@<}6j~;-0 z4E^EP)@2Xo@2-ULaJ^sKjpt1k&VqaZ>G}G{YT<|*RX`ugzgcQ?PQepVzJvXnI~trk zpeFiWJ<6w9X}e9%uo3Y87f3(D$*g}^U4!l1{t{P-U(JXm_p<)f&gxOkSxzfX-F?pK zYtdfx?Of&&nQhd+Wt>GoNo6$D6L9{Pbsl$TFO&fOqdm72j(DFk`3$^&fb_Op@499A zqoaI3MworyQP9#dz;MTKM=l@2O7#CKf|lRv?-CPRCiOP;$*ei>z6$c^+l-{# z>dG@v|3i8hX7>ZW`OIFrtlMme7uf#2^U%@#hu@T8_bI-YMKsz31*AXpQ#>N2=SiqZs|Dt4^~n$NdB#RrZoMWznJT1YpQB)KS3z$XYf8U!&6B< ztxr-syu0oMe}L=#+4@eB>I2dy7B%;atZXu_(>T2AJRt{>e+;A(=C!lC$Rqu5VTM4BD7svmzR@-r#f<3gOJ`;xZBmIAJHfeNS zt}m^I^a~{<&4w!t>Bsz+P-3KoZ_wCr?0i8e;Ujf1tZWUmi^pRa@`+ow<}V&Y)qHCy0*gm^td z>7kC<8RI*${f|&Owe0Q>TR(`$;`qieyMMtj@Ef0(@tGQveeMf<&l2gAS?hl}d$>p+ z#qt!&+%S{-JVNyU@?w4nJ2)P`J9m!gJ`DDkooRor{l+)wkL!{Bz57aDX)(OdgY?QB zj{f30sU6No#QD3BFsqLX<(}pk?u@+;_JH%rtIGbk-M(i1I0Skw0J< z`cMA{!=IY`jUhimdgytkKm2)mpN?ay$1)7|hV&?OmLFZ(Vgvld^(z=n-qY#vAK5o} zKSoFx^3U<&`3Zyk#NW4K?U3Jy{U^hqk2s!UPtA#C7o(tFh4U%K_t^W@r-a1^p2DjS$KNf{Ld>uAE-ZKh$pDe%2PEz z>a^V8`c4?)J<_M_ar?;mXU>oxp?)a`XAgPXTny*EIG&2)qpIKeGN6ChpD_F0oKR)9 zWv1t&j7``sK2TY zRU(vDA7Xzm?DD{V`Q4`* z;d~Ou@A9hhmQj=F|8)>|9j5rOyxEPfw`)|v8OM*8z(1gTyB0PsmGt%KNdIpw>}Gj! zYCwNqcpm5PX4Cz*?d9Vj59Dt*zYQsVJG|v5OH2^!3&WJZ3%kuzS~j$LBE0XWhwX%i zkUn+`KH1%=`ZIgqL)h(z)Xoyk40fI(?DpTaXWRM}vi-ZT+pkG|+^hV6Ke!$>gV^Dc zDpT41MyO^UvE`aa58x;AM=e18{V#7(J${3De!|>d2m^n``!gZKbia*bs#gisqQ5@w zuC<=!J3_TOhr=z0qS$^=*xk@#n?_tN_z&bK!#`=ggu&jC{_ZQUN41}vA-4|iqX>H> zm-YTnxEAOO5YtN-_Aj=7W00TC-x%VT`2XhE^N|0G??*EX>qmOnc(2JH5@z)y)*tdG zq>s_Fjd0K5gXcXc+Xb_uz4TnzqA}FnTJAlqujkq$^#g_NK)?8Yhp=a2O6#-hVG#c? z{t#yQwy@{-$`XrXhCDto{DQ{sm2IOryQ}E?LE`fyAz{d;a6H2BJnARIRNrO&A)erR z)Qx>FHthNX;}Q08IMt>9LXbbwtBx4jQ6C6{d{N)kxB9=5-6eWo4d+uozwA%a3|){n zJ&zdtC&n8M*@ldXHDkeEa6ZDU-Y?WpJLA}UE?m;4@d$%FQGYcAOJ;X_5CZunJ?~e4 z-`^*X$Jai6rE5=shFPp$DeTwdRL3ua*FgLc=hqBFK7{@I8Lf-;Hd+t+XB@wuXL8Pz z)n9-=$gh5LvuyK+27y07eeJg_``OQ3_u>0f_`K#cKl7a(O<;dOc;B9h0jos&QN&uE zt<1M4H*Mf2A{AL@tJ9M8FWf{m^sHdU)v<@trb~2zF$SI1Nk{1Mcc#Mq!r>R>c@cJHS>S{v4Q#q(yyZw z@NIjI4(KoT*I8sT%0ojL;w$#o2{wB0w(T^RkItU(Td_H_>6 zod*kb-VAUE8C(hb3DgIMx6<zoWS3sehn%;*l}>420QN%4*KBi-!(Y^{3-U=uPrV+k+oQw+3Vo0Lu9J* z;-KD(?SnN9p0@7n1@Ds}zXy-s*it>Zg2#8lP;W&3GtB%KVQ%lNo$Bkt!4p;8*SWrg z|Ifko41Q6uzO*ri=d%W`C(rbpehu<{)E9$*Up8k_-GF~MpFz0)p+#Ta;Qu;sy#_}m z)jH3;%<~t6UyF9xExrTmMfn)~7T!H3d6xTQgZ4|4Zg@{;?@J1Y*p2$N{)#!+r@mNU z8K(1F)(-v#>7{m7{}c{cIc$Cxud6CyQU&-tVvxVM-pJa)KZxrC9Mk_B2#1uUCCl6k z0eRzk2?PDOzM7-M=Ep#P@p&WH*{c6V*|YOo;fOi0 zkp`hrVDBj35vxv)jN6?9{J{Prim%k4oV}LY+lX&DH;nA2u=}jSk%qpJMg2Ci^K{`z zm#&W|9Owl34URW*(E;h|mOOUfP&jh0Ox<{|GN2drdt}q+g>OU4WMf%>!u0=iLgS&j z-PSjzu>n|{ndsjBbOY{B(D!78CL`CW#~%}&m!dpOEEab@Bw?m> ziS*H=F>Q-tgAd39^=VXzh59&+LN2e-l5TGMe+&bDi0doD(Xx-VPOXgw|Bv=bn8)|g zv;NalKjaGbf%-l=^yT&mg|&RYJbJ_1$PbHqa{D0+{6+qZKA}=_Ij=L^M{^PDFJZ{< zO#a3ozoCC)s6XI-lKR8>JNh%i5T9uLtb70MO_|$q2(5SYow4cPl|J+QcFcy7;Axk? z@_cX1*4i;aV=KXbi0>;389qVrj$wKqh_&upPzWFHA`78 zo&5EIVdTfPyKh8hy@|TFdlU~63FkTa8^?%{Gx@v`p5$bS12ji)!rqh`8`~W!L zLj5t-T<$;jzZ#Gi%GY#OvXtwt2#8)UWDO!j3I$ShQ8ZVIEgYT~j3Cq{x|3NYg z^+L=KEcdMX6>d??^GSwTJ~`1kxUj4;1MY(${|R&cvv#^)FPxaFC7bun71odZpLp*_ zXTv={V1M}hB+HPrUuT!{{A+UT!aW@vLZLtMXYxm_sKeJ*gMUT&2xMKh*Prp|ARzt= zo~#R%Sg{}8N5gzlxL8HktUtjkrdqarR`0hN zjw4s5n}yj_#pXrTiM1R zz9Wajej547Fw2h^ru&&f!jOL>{|JM95Z0Nt&^`SYj|aByUcZbp`awI5?{ndEW$`hn z2NIrVbG7{U45;VedTdXrStJ?l0((ULo;K{|S&JV69)G3<=iECf83Oi!>zlUfw0-^i zx3a4xbj9mqnB~XQKCcNr(7XWpV?49#we);K%ft?IBz?vG3B&iZH~fu(A0Gc;<}au} ztOw&MVThmN?+*&?bgcV0>we|_&u+#v{T*9&$fc4#*u`#q$VE#ZDH}eRp2z#seOkbeK5bg6#Qv{Z=wSZt-HEObxqUb+{qbyT>@)8F3G@1* z!}>8guDg=Bz0b5Mn3Hs0g4g$EUe0Qh3V6cvX~I07&Ag{+kbAHa{tpD{Wq2#;H^Xtn zPsiculd~gDWOow3ojk^e#Xhx!dOyY+rxT7pY@bc#^f{fC7`yS(2Xv z_=)p5)nD6GWEBkgH}cn6U$#CjMgj5(TkU!=xgdzT5 z{fjWHeJ;s0W9Qabf<7Vr zE-B9z%yY_x`Vi`$%kOO4nu7PrRaDO;tnh~Qr*>BFadm#3w61$Q$a}Tgow9Sg-`tQE6EMeh?NubZjKZfbPj?n#p!`S(5@lgLke@7Vf8~INd z^a1(ho@DFgB%J{A(-Zq6hUxo(Lc%~V%}4#|eGQ>|X7G|24bk~2u6Nde*f8hJkdA$c z-?LWs9B|M=RKG!b2t&S#^Uul}Bq(X<1NAH%pD>I^?b(93-rqOz`ot{6e1GhrGN-WZ z(L@RQo`%pvHL>r*@U38jIIc;#G=>J%7{T}OuhdMXtgZ?1DJvQW2ooQPF z-?O3dv)`ImTiQbY=_Tg32V%&F#rJK6472kGkM^q_yyXr8eK@}7iep9585@8fv&7F6 z27ATxNQN_Mze$+epJ&d=r(O1l?k^!dp0BUIAM{Oh-wWxT-BoG0<02(q5175;-iJfR zy&?W!|Jm#AInA`X1na~7^6b>L3kKWYg8T&e($-C#(&;VGgZ4)l@*9+gckki{ zS+Dl6`!GUpqpQoddv}KKMWOyM>`C)^pQwJfaZ|1IV~SrsJv!Cr^k2dAIiGQ>0>=jS z1%BZ8K6c+sJ|~FkH8`G+kNxYax;Idd!}Tys-(wK^T(SC=`}75TKZp9)+h07`e+k5s zIbwPFAntgQ{4Zg+Pl5RzVbE7xFJag}(tI=?eNS3Q?Xt{X8D{4PzM8lDRH|h2_~h#~ z@9fMrHON=Q_iu!RK_78^!f>Al<;~jZd)cf%*aO;=@5;tcojgB5{K575CjPRs>E8+V z+bCb(?C_nk(~F?~fbn6@maHEx0p5@=;PZ2es_$6vCo(1=#2p`mbe^To*)CUM>s{7tjbB1_^{PI74sjzZ$2KNVZM-J64-xtg7`w0U+ zHMaNv+LhhE69#4ge;M~9^L7omU0;5K`$xhMZ*V>Hk`L}b zHESQ(H$G1o;vdp8f2jJbp|v_NKk}C_*eA6gUOnba`CVS0oPTtF$GqL1pdUEi{NKs% z@B9b?{^0(dFpP)KFObzeIe3#T*dO*^pfXs-?`Jc_4_q%{exAJ`aQXaOJr?qOcESAm zw*5hcpx@|^7Q|fbJSy0L``-oGO9Cb5_5|gl@d&ee?SgWrF3Ityz#mZiuaf--hLnN7 zLHR5Unc{EVsTTbI46!{gGJdksKkzZsAJKjm`7HhR>0k#~5At(St5wQxOO4mh$rF9gn{fG%mqQ=w!TCJ;gJ8l#X}rZ+GkqNH4}f@% z`5Ix^&*FZVFnm7(<;B|B`NQIo_5FGjKIG>Oi_Hf$Z??D&^q_q%ZhdE+Q?ARtXD3{; zYv!=mcW;6HB0Wp?7Ajiw+XnX=aD5?aibE!t+~@f>VV*yP7(_0q|7rpJL;6A{6#99X zZsz;D5Z9^?FK$ebiKO+1oLCWH_RJ3Un>2owX0PcAci_G-=5rx=!K&wFG(kU*Um-=- z<(rJ9K)j&A)jl<}CO- zq-WXJ6<58-jfeH2|04|gg!2)G{1fS2eyCrmp0zvFOOnOwQ%qzac!Uxa@kZ z2PhY=Z>3RHwv75qMf!fcaMg`bL&N8Z{vQbGTh)-Y&C+ZY&nLor{?59PuG8T)(MK5K z3+gvv$S;weaN)8JvR7mvpCjyf)imzKW-h<*^XtCVq<&)WHweQ&e<<5BYz4Gqy?(W% z*S1lGhRSR|yjrb8qf?p}_~-w`{3Q(jG~{m#^27Q7wSzy^`lsE4{2v>S?n4R*ONEiX zGEDEU@^-pkE?lkgx_jk@m0aH#X7x_Oy#BR%L)oV6Vc375{MTfp7?0V$6fo)^VV*Co9k(d@VebPn>Ll;A&goZc>W)MG1LupFoHX+B zta^wS@5TIJ*g#_T-x%^)i@!0{6Y%~5^@sB;Jbz=))Bh0)8GcXnMKoHioxHIdoOdC; z5x>WriB=Y!KjHc!bwYJF{|Es3Q9lWTKA^ov&VM?n}Rd@ zxjr?5dLhz7nAg9fCG8@9rJ8~N#q~t@vDttA;cLEsWSH$wqxE*?jX#>m;~!yuUnSbP z=KkF1D)86nzZquv5n&#Gqc;}B1}eIM{h<5^bN@j2fApO+*c6(Z#q-V0O7<82+a0Z> zP4sUb=-DT}Xe8usxSq`}L0^5kl*4@z!pn{>^j|s+==%rrd~owBFOwC268_g7`O8=F zdjaeZFdlDCm+T&~c@=yg3H5_8*Z0juPkK)`t^#{S`yvef2l-D}={?QAWlG-Lb!(C! zz9KzarkY$j-**bE5A|`&)Ix##RV$zm^Sdqa=LYmFEeCz2{)OkqZyn|i@+W-%d56=F zwnIEYes1}1Pd|0%yPaZbzqaLj;X31RX`m1HZ-m+R7=&AUeQ>bTIRW3N#QC>s?|K>Y zsw2dET+cS;y0O33Uj=!geQn!6A?MGhZ9E=rS6N<^(`PF`|7Dof_X+d-oG`x+v3>rL z@~$2Baeue{_$0MsAnp6C?WYOD{s-l|!y$8Iw!9N$znVBcVmRN!de4q< z$H+WcLs$>)w+O?28S`1faK29Kr~d4I?v9FK-y~qQ>^{hjrw=N&ht)uQ!~QY7OQ-HJ zN$c2$^gG64{fU!#(r_Mu`WW->W{lwSVz@7Z{ddmIj0thc1baaJ*?DTjv+^g|T%UHn zvhZ&`qz(Fk{dej5&X@Htg8eJTABNfU45!h2yY$OX87~?I^1}Id4Vk;=ZN?R#pT=`& zu-ugK3G|8DZyYHaWHO)Eqhl4WRNURP6YwN4KV$pGKhy1hS2BS3O_-+7 zed74BP0J#JPC0@ z_`9cJUiqqP2f^NP{CKJU=_jI%;rnU-V1C~-UZ&*oz{hdWAN^zeDl3;hGyPzHH$}`p z!Vu5U9tp$yTtuZVG ztvjOi?Lj`sFNWFvG4XHN^ps#3OiT8WXUjK3mWx)L zS-#&qxPIN&M}2~MeseH={I9pxju5|*KS_?AZ4apwa{eVf%o|;%b{yUxMtYNz>VCSp zP5}Ri_)xL>Ouz5H*#F-MQ)W5Z<$6B>e~RrX3j(hix156Yp!^tS`A$lR+{NKPKk@xT zO0>JLx9dHyf0SoR)e5_T`+C879pPG2_2=Veb9*~%zB0{9aX7>azv221+rPSV zCT%SA*B0w9Vep4&?+p8qya@w8kzUr$-cKOR`N?ny>Cchnu}j+n+hMXH7+g==&ka zzqE6Myp}3E@cbh^;KYeBmlHwWxIZJz-tN!p_c@OB1^QRwr8h^3BA;_O_pLbR_}({dD&*rR|6_wbz24GsAn*(I`Ph`tV=n0F!1x%?kIl2|8Iri4-yc49 z(JbEjk?6iL(nA>R8|OQ&yU)^j&2)Gk{oC=xobN6BuJHJDJjrcn7grC6Ke*oGh0{%j z_Wlm>m+&jOl*w# z6Z9SVM;QDKu9qsYAn^np$7;dTN&PZUf^X-C=$_FJX8#*$-hpUe@GQJy*WcfcSv)W$p7@ zr9OQq_;XwzVa`w1&hn3}OONBOxeVm>z^tbU^HfIL^ZM&)-^jYj`>wO^*9lLr{Ni{$ zbQ;7Pj3=k#O7`^3Q~~`%e?S=ae}wniM(gxyh53=crxAm^>3PK9KmWnt&u~3wBqrtC zr&sd&^BILNu7~Tlfj^;kRk^v-PX+$39Wm7Z&>qfQc=+Fp*jFHLvnH zf#07x)1cGoL+5kQj`GP~-MjNKWf`Cs>CY}p3w&m12W?gRBy^v?{t61};n zGJVaa>p(pK?Jf6I?wgK53i1z#|GBRQZd#almA}7muJ3oF54XE;|B*M~Y++o&G}!;( ze0gE62ilKM2mMF=$Xi``;*#$p&|hjNJd@_n+hx-Br+5V9Ybfu$S3j!icD#mojQIQt zquvK^CqVrjpJ$luZ}U5EeUst&686W)FT#9(nr|reT<3Xre*Z21NaKMQGwMNJIDUT7 z(5k3}0MG~2pZt4$>X&_NVc&}p7EEx~|C2BJJ|VUj?3q(>_-O{zS5V#sH)g+5(zwL^ zPr>cvDdzLLfPcdLr%)={`X5O#)j!r9{5P)m(hI+y7w_l8{AdrC-nuOc$q>a$)W=H=$NHJ3zU2B&SoQ%M z58L^9)1@Zm2PunmV1Gr=BZl!Xzhv#qKNk1xw#5FPG~eG9hiKe=>USO9CqVj&?`h18 zQyT>QM13g!eRus3A2Z+|%DbeKq2}(`z3@F&oR4ApzeHh)X6Wqkb+6z)P=J^}gyDT} ztcMZ?`_lcp9sDWUE470^MftGjnYj7*B#IG_x+Kbk&*@pkp?MITGHbE zZjw|;B#}tNXh~@yT9P77lo9zvLmJvjX(-962r2EQkl%T~&$;)T-}}Gk0|8qhpB^xJY32C@5$zR|2X@spL6A3(E6?q-+aaYeLm2K z`82~UzaI?m}G#CwcCHx%=~QJ zT)%H_9$;~7o9O$fsK12S|ApHShV`I)Zyu<1X{rn4^AQI7ME$)bCtPEl)eX*%aXiAD zpSQke_J8+s0q7&HpW%L_PYiq0`Uyimg!~{3_jTK0Zcn%UO|~ppdlKS1(tA70=ck$G zNM294qx{pY|KLvC-`vs6yOTU*3&hiDV*O(H1l<=P4C}}J8EZdH@?!WNt%u=An*WaZ zkRagnS42d)F>c_SD)x zVBfgDyPkJG29K+T_>B5bE!_Vc75B^Q@hnx3G40zxIBc*3y=7$qDQo_wx+X{}b5|2KrF{2}3@J`a+oJ z-wzUF`t}S`1^Fy-raz5CmZhdb2Ef4i}C? zzrgt(W)7FW>vm7Bp5oP`nZ>dBhYR`pf{$)5`tQS5Pq23!?{R-iyE4fL@DG@u6NdL+ zaQw$coi-(mgPdY?4+8oNemKG2Kv73*HR>NUs|@@2v^*JVtr z-4D(dpD*6L^2y;|hoQcP@+mF|{_@()9(f~N1ly@_>25~=4$>RGbKTKGs7!%6mP3G!T3n;vj@X$b)_%C z^LXC+?A_cs^Q(tKe8qgDMD^X-84LBfe=adt_%W(>E8kC)_&TocvRCx~2uOcPXyK*@ zTc$()jrv+rFA-}e~Gt&VNB$h!~uIr`snyOnR3Rqf~)OzSUq zK4Udx?N!hZ9IwLphfJsaT_7G2Ue|k=?qe0m$1omOe7X?u#zFz)f$OjMJzDnXqd8z- zNMB`_y()Y3d%<`}PgQS?>+Y7bL7(yYD(iDcTOKWhb|bO=66XG)YFT5XMqMS(PphJ> zR?iGy0Q^V!RQ;S4c+1F`?_UW6|Ik0bJZk6@x+xR*h5GVJ`FzXV_|N>j^40xiNlUkl z0QuwkUXQx6U_gTa;^QJQJ%mBN*8gIt_u%_(tbaE7N5Zh5LVaSG)kj(X2I2?9$qYNZ z?)reIAvaPT8sc?NK4EsUkKf~<%B-InH%O}Qp@$-smzvjihEymy|QqXtLX>eC(={1Pt~`w%VDs8 zjE{u5ebpRRE_&qW3;K`az44Z8eI9xo?vwTt>kGr|{YApy4^Tf@dm7mbVc0LC{Sb!t zIoglU-d~`0sGp*|-fS&Bl_lc{{KoS#!u);_VaPYJf9)p4=^a(y!vEtSKWi^f$eTY> z56%+=V)_Y#KIyc>Qz-vs?e~b^gdu;S@hejt=5*Kv_JjPa{n2`9N_rZMhwG`6$dKEy z|1IB7)_J+b^&WhQ`~SMVYJ+MrMuC5`5zkK;&iB!O5e9#O`3A%6ec!r=gWWnz-Uae9 z#OD!%ePTXD?H~`#=NYE|7qB4={6l|JZyZ14#Fp{gUK)BzZE*eXJn#$SKVcsK8pd|o zUfStCodsrk(fvMgRYd{TXKU z-p_$Qbk54XhVjt9d|rL&)~mb0T)#h8pH$KsqXrn|`$cV^jnuRk5N{*I@+1uL3+ZL; zDKtM}h@TiAzw}9yPPtPo9mU#5bu-n;?FRaa{QPobX4g&fBL76=-F`m2;(9LZ=W%^s zYO_{$_nQawBL3P#x;4iL^VW0np+5Jaq=lAyrgS{aA zUw3uuT=vES_5(=o*S9Lc-K}+i-$YN_*JEmv>)`$j;&0LtN>Akfa()s9{l)RV^?Ma$ zw^0E0HcZS^?@1L|AGmOjsyX^L>x(!CKf57#9cmH~&dq@=c6QqY>w*UAZ z5^%;p`w;MFf_Qww5HAM(iy=S6{TAzA%*LnZmy*1wo!8I4rxY*Uru`B4f%5u(e?^#U ze=UBWm*HI2UMnM2vn&z(KkDbtS^3)Gk%LcsV&I4Kd zQsO_utls@|?(Qxdwa0jgxK7#c8^4@H3m9?4I+X?gf7Gcmw)F;B=&(QvxYEJK( zKdF;ajkK+pzl2pYB#~aiK>zG^?EzF@V9$F~ykht`-S1%I<pt6) zdpZvx4Dkr*Ck*#jas3Rl?{od0KIVsuU?J4=P+$LOmuMbQ%>#di`u*qV%znd42Jn2e zS#8x(*WT(%)zseXmb6NzSQG3I$8U~EoY#Gj8|+tb|IwUr$i?0(6wb$Sze5=G0qY?Q zpQ8MbVfMZ!Vel`gf2^Iof75*RzlmKQC&PV5oWDh4sE+oMo!~!kKEnL`w8c>3&Mg14 z@V*JIujP2#{-Mg*u%B&*Az#M%sGZw4>rel;X~XbW(vMb!5yH70>iK=rR*lP@Tk?V+ z{vds=nq7SSE^h#P!ueV~#%$WZSyR!OwXZUC^vty3?<=)t^q93~*h$%D*8lOZHBaFG z98QtHZ$%9L3;hFO{{GTm>7A=qyNKQ&#&}Mc*UMNtlOJnm?uZZCzir~4!SmC$u<}9>LlM5$megnbFcEV zL1&2X$d9&y;}@HHO_p?$MEMa0c`X*}KVk59qyEJ(Kdz7UXWxfvs|rqb9XcQU5&BcY zOkV{Oy#`J%(|7qFPRVXQ_30|?SH%89AaUt)qV0l{ATP0fGtB&jKysmROvIQ%s1Jzw zFOZD#&Wk#}6WYc4Baqy)@tUFAI(A+nkc9K12EQ=4KP%>!K&sP`kAmt5@K0iUWtg3} z2&C4UY?9gL1m~w>`UO(W@ss?Y*#iG@{0`&0FkA{~(Yq+dpM>spxxXV)+PU!sa|&S$GKa z0sAvd-&YmL90?wiYnu)77t2E+b2R(omt|w&d8AL~cvRSx8E;wsB9Qs)5w4o2mBmGSxHsy@_r z9(D`Xhy0dT53|oQ4rb?*0(q;N^8DV_tez*37g~K(@*E1!Q-9Zr=}&^w+5JX=LYQNS zcd0t?8|6(H@+0i8ka~KsNt^-HkC6WgHG@7*9Owf1z(kS03J62|>?_8Krz7^Zt#APP z#Qs;Hcs^}G1?#{cXLesxpxh}xKI7t9$REY|s6g4ge)5j2 zKd|4%@stl&3$EIuM%3>e^Bf|R!!M}+2Ujo$zhu4?-ZI^jK^LN_*YiQM+Bd}i7&rZ8f z#f=hJ!uQ`1t4U;*sW#^^e=kr|2vsm$k*Lzb+6hzq;O%sOhvUVx9<|}MadCr7fnL-X zwXrYiHk4I@y(0Z;Ri8X2-JQVhKM2%nMoKCMTETt}`P;ciR8c>}!QgMj^%w!eMkEiy z5TDV$I_q}(7Amxc_>c1MJW{`Cg5Dj_2l4(+(Al#2_*%_;_}($fw{x`WE}sR}uzR5A zzqIvvzIzPF7xk@k^GfyFWgppn2|<^ciNoS1cI-&!8-gykj?=7w$FwDL$%rTvZ3A)Axgv&*X-e*Ai8D{p}HRshd z<(YS3KOx=^2pFdKO9fqe(gGk^-U zKA=7JTro_L_E!M=4b&IHa6WHq!&nmXmZySVI!_2YUq4Z7}jPW0mRXbu*P z{F$W68dmzfj)^v;Ct$^Kep4L)lG;7vl3)h9MrI zKcRN;x8n0V)(-hlJIw7*OSW?5fgO8+-^d@W^M6<0G5ZSi;d-(LM-sf56)5d`Cc-$7}7;C(iC}z6$v)J%4V*3$GRTxqs3wzBjbzg;Jmo>D8|I z5ql$95$xAkY!8G%A8~!XKh$c!9Uct&i~fgUX8$_N=B{+SG#~Oqjr`MyAhFx@{B=&DC+&w6&6)o%p4f`dBsZ6bTZ`E}F1s^^|h0ewXO%rM>W z7U)gtKRQ6EE4yDL(DPH77G;tT{KWox0ljKZb^QbDMSAoOsh=J@PIR9WaUYZVN$!Qi z{)cl*Cq&GYTb2oHr?_!_GAR9g{LkZIFh1%7!_lliwnO~|>FwM7SVNaX zn*pP~5Qg(d9KWyD`t(H4Jn*l&VtEo~^%DVWXZqZCVTU(G=S2UnhyJCnm!;#RR?+zx z&Sz*;l@yY&1orPZzTuS2>Iq+-!}lhreU{gjgZnNiQoUPXm?}4~|DOW*z9IFmlmLU*u1J z>#*fh?lo|KIzV^$&^OkK5dV=M3{!nwFyPnVgTuCugXd8n7^eR#V(m~*#Q6s*P0;mt zB@g#&kp6)YJ@4!HNmi<*e2p;VJ2)Q0Mx-BvL4VpmpVl7Bf1vdb{Mp5F&>GSIeIkF1 zhPYf%+tZ2fPmJyioAN74^gSjVk72qWB`~_HRK2P1Q1Czays_&Q$KGCP@I66XkFmGc zr=GPxz@He1^?@+d50PJlp?=&B!+7-kuFKnhY*&Qm3Fp4b?b@L`ypM(S7+>t{AChzo z>=)%l81iG37h!f^TVVXl^zo|o_0q4|^N7Je(s*sE3!l!(0sTh*Y)qKyg#wcSv+Z(P z-opMJ+f8OHHZ<)V4evAH^Cq{Y=10G-2mMEShr|_LdwI5;=M$!ihpt$iS_A)Yj`=sk zPL$7?jySF@eEkUQ0mn0aKJ8|$(ki%bjq72U`Fqp%LC?ecpN0A!uAkv*;^)xG`v&wH zq6Nvdo|yk;>2Fe&r7Z<{YVhNXCIh4_T_ zLYUQ41?KVY8y4B!0)LC^H9vj9rRe)GsP|y}BMkWgj!&3<&qQFJ*K_{$7uujNNYAkQ zzVWhQGLZkHzZ>>&vD({b69D7>V0id+9VZXb_vx@dVbFKfzu|F}{>j7AxISAr{5%?{ zF(32^^C`lxKSq8M2LFKTW0>Vjgn>UezC~Q6&8u!k@c%rRZxL2JO7swh{2Tj^=%ce~ z-0M2`1_+{XLPFBD_T<-{Xi~H|&{os8AdfwA2*)vLX{)YS= z@z!>}ZCVEzx-Tsl@y%&Y@FWwkSLDx#rV6`l1@B=#>i_p}_cYf^7!T(kIYanXqF$TT z;{+qGIs~3Cp9KC8^H0JM&yl`Sib>DTYZ)rK(fFg3j5U_Lx(fD&_B!f@g127()nL!q zf3)<->)lS8O40kEg3)_!?Reo*!{f&oy*=xuW*Bh&8DqTd=IC3G!T;g&W4s4EEHd^6 zeMkN>O!pfEV~(nS_o`_Geqet~hpx9)&31x%C+aI<;0MxYxo*&V$Ma#_-&8>M9se>vh@UwAILUnBNP~RnPk6wJK6e&Bgz=ES;}Ao=i`qxb zsC9p^g0E*BV(|Yc&v8?J#q2#CDZ%{dxc6sY2FzIs`3|;^S9p9z=ImwAceEG6%6(|Q z33i#EDvzncc(^{o>^w>^A-cn!OP7and!0D-+5*!bK5%~<^=snE#HAfC>4ARY_=G`U zsQvn+xdnB5fm9_N@xwFRpjeSAU&wPtp4)!^HlDFzi>& z|HYtx2LEF4hkE~F7$4 zO2?lJKdp}GuYVEpC(Jjk2`97mZytlzZ;9dcAZx_HUtGWScV(4lgIXaTBEM|51ms<) zT?O`w@(^^i)-8`M0{Mx*k0TIRJec&P&sA2RXBdnX`Ah9^9*g4(?4G|2tve6-1&+@! z^G|}a!z7jFhD)({C@8l5@OgtKV3dbYa^^8F=NUXd5ZY+SPYQnt^1}HhZ!qnua+-gy zTrl~#zSoXEB?^%=-{j}X+NYcks*a-l17XEHqHoIf#_sMuv*0`r=bMtWV(Y#b(f7g6 zh~-Hb{OkCCG2DkX`WHj}1@(dYgZ&`C2tzy*zYil|?I$SzXX9&8J(uBFipLB)w5Jc= zA4dL8Iob2$+i*2_{{{Im<`5 z(!gJg?}WjBqQ1>IaB;|^?=Cz(5a#*rjN&D09j0X|(f`j2W>gO{A7N+@`nycLK89=X z{ZrP?^@rNQ9*}<4pRI>5kH5D4M_xHIVI%kxq|er*x!3m{Lty`f`eM6!-Fd}dae$GZ zwr}2SEJ&z@d`DSKkL}l>;pwuW5N~n)c80T+=P#WH>&N)buoKZk81f6GkF~S;7`CVJ zX6|~v_WZ=55RWka+b*y@uq<38??0Kc0Q__pXShDLj9h-4_2nYI!Yt-(5hM z$3MdCd;P2(@?(@Q>(BDHIeuPV-N#BxGx^QgVBF(_uMp@*e$0)sw|ctn4)_PmpBb*E zc1O*V9pkpC^Lm8iYKKo}a_wM0h4VR{)IVLXTFCPw$JV@(k}etYjr6=zkAs@W=2mcd zJDC*!S@cyIW@>>qv)8&r+IvGx_qhlRDM^<4%FY- z!nvE*pmW?looB4{Ri7ON{tNl*d_GCb((0XzE3I#yv1MT6*9CANs=t_i!eGBxpCHWh zmw7`ErN3Aj3GoZ_i+MT0W9Pyrir9JCytgT8tE_DyU&Hk2(?ZT6#%oY6ne$JP# z7o6{5yl{0HU^4!xJJ5&z#x4{Xdm8AHv8Cf%*1n=-V_r%H=cgND@K@BoC@yH5LjXSyaC^QnNAARD z#qVtX*B>I?LtemoaeWI$Ofnt%9Akr-jIN`OR)ZWkr$eU zqW5=k{qBf4KM5U}o$tpMck6sP@aSNW2d;my>DqyXIrgA`=wBA! z^(puz3ZZK^&tRMR? znSD(%x$Gjhk0mh=J@kf-2mg)ncgdM$+X~9N13hRDgrPsu=i{KP+Hp-9e9sQ$?US@S zZ?3{Fcpmk`r{c`rd3o{RZ*V-{Uc0_cpS%_JyQts3dx93NuwBUOoxUkXp1bdD=lZa; z{8nLi&)r-egrObhTiOtF-lKPuLQfjc&(G@AQJGB0R|bpu?bl#!->BI5Fq{veJQ-%^*~^0#FYfT)BWZS?&2R$oWBKM#q3qt{;J=XGalI=F`_FxKKM(eAnBT4Ra+{`=YYq1;uzh8OzLLWl8Mx1f@?x0jxBvLG zcYj0I1HZ7p|IUO<+J{29e+y7I-<0spmHnTmfH2qt(ibpwke!)j2Dit61*>Q7s~n=r z>RSx6`wju&(v?g6FY@|8K&0X2tYtP5GbQJW^^b6eSV>$jVc4&nYuC>5CDvby>IJMn z+aI&`m&Ct-#PyM@R35^83iJ;FkL*i5PyYw^Gf-a%!+gk(Ksl>7Gap`t^E{MyVAl&u zA2vROcuwtZ25)u`J_wlFeQ$ou)8^j~6$B!N^K9f7VbDL+hrnw?U26N)DHTB`7Y~E-+N*GLH~(993SQ<`f0v?M9(U}sd{o}GiB-i zs9=rJR=J}ttDA^GvL_6dz`<)Q|@}tneW8yJ@}g5`WG!jK_2K2g1@hhYEBW|4?=mZcXhOQ`P>Th z3HR6QcO*E!+9&$nE!Hau^YduJkPqYfS$`()_0JBU4f3DI?`wqg@ETcAF;w{@^$#hr zo!+moMOKUAQOKM5Azpzu+5LDyNS)+_`Y8T?4jeOk+o09vdiLFKzTetl`NQNvmI1^= z^#6n*9$>wLVfsH)0qcK){2RkFX@AW6)A!3*e>guud9eO0eiMfM2J(Yprr#T8&y&$r zFNOUA%9k+Ylc>)doQE1T%-#k1hxWSRxUTA~Mq7xVn9nk7PyUuL&;K?iohvX6tc3ok z&l|7J$_(hVgU7Sbfy>_I4e1T{ZIC{~&>!ayT@Ze==(r5{SM=whHFQjYCsH(lKj)0Qz6^cVfX<{`^h9UG_s{c$~;oi3kyzhNNA3+-ofww0aV zI??+jIR6&Orgi($-$Ooy{M}-wF~_Jnknb+c+@S)?6-`c{0q-i^F~i zjW)Zcf`3JN2}69u@xo8$z1wTq!sA`|rM}L;=Nyw~_dO$wA61UD6#ZW&`tJyrUV9%{ z9pU_sIJtd~%0z3>KdgTfhVvQpZxN}-ygy#u3F9MwBK~H7|L@Zy_A+z7-bEL|e$c)db|-yhnAID%w;D+e@OT9MaX!L8FRnLIf9M8n z1(AG^ACYTiM>M;6%g0dv$aDQQLbX-^e{sGj{lA92K4-%EQ65pVHze6CG=lX8iS>

    &U4Y;Q??A^{%qH^n`wQzwBK>rgh+j{;+^1z8S4* zI9+(X80v*MUi7m3QT6ZsfW4r9Bn(WjzaktjwqL{Y`{P`|-y(gn^QH|+yy(Zi-!6#t@f>g| zS`FyK@%N80m~r}4&kiN@{DCEc8+GYdz#eeD2co^>wQ4WJc@Wx1oaV=%%U5e4|Htv; zf-b+mxH5e2Y(z!5Z4-eTm-zr(%EcPu?) z3->K?{fEaCEX{t{2=T>LyuQN=HaV@VU(fHC9rh8{$+STEn^A#hVnW5-RkA=386fHKhjU{ zLF%n$@ULhegn518$O5gCqop>&{TqD#h`)jCf`CulevUjzeHXlEDd;QO=TY5EW4HV` z@ORk%Xy4y<;d!F>L8yJ4b+^UIfB1g*=y!>f#?n0C7v`_WdXLxr}Z!Q_#lWs_00k6xgamJ$E1!McTfMC#^29L zjyLjnwf_S5&&em$gPdMv!+P*}!mu9XS8~PPSIy;DAwHu%pV;_pVc!);B|B1o!u&qT zN!|MwY%*7H|8;U+eQ1Pf8u%O3-;)uY{!E&w1N7r~C-ZakKgvh)_)VDae@;H~^BewA zUSS@sH^pJb+r!tt0Kd>a34=c2cnq`rIOWZB?_}dv9zRn)7Y#a+I~e>6t~Yh>N_U&O zt^E14`4=-v#?JwJL;exw^;^O`Urk$N+pR`77xF3eA8Ex6e#>IwdA>>*#z%cg`(n~^ z_UdHFPq5xf80;1KLs*fWPqOwLqBq?qyRWgdCe(9rJi_CCJg)ceHWo$M7143=50LC;4Afn z=*jGO+v3Th^Zb5V=7>XMZLQ7#y{K=QQw~aefX(eY@(-Ew-(@};_Y>>|*OTeBY(na~ zvyh*ozGa3Cs?eF4%Jo0<+}FDSs~o}JvH$5c!>&&B+zIxA@;H4YUnW9$9^QY%=TBd$ zA5oDkx*w1E6JcIoCJg?9`u~3Lsm7~FbrkV0%f4~$;->?^Pib^XZ@tm%b+iqk7Z9gZFc&X zEz}24KeA`_xTg9{3+xH?FFXH0toPhCus_222}6A!*PmU#@2pnP52XKWVsK21m9gqr$)95TA`Jcu-^XD%jm}FLrvGab5C;80 zezJD@z8`Cc{bRfNKp)#-&==(2*%v*gDy_W&_w(?)pD^ef`e(u*AAJ7Ym)D2-sqcVx zod0}}ihYUWpgsi=1%3j;z@Jm?aJBc%6yU98@4^H9(SqW4?svCI$0K%Wp_=-@t4c2*MTGxoo* zH|6-;ixq60#s$@&f7SqeHKmPxO zfH3%HYLAr3c%bVE@f7)+OPJ*Ygu$Lre;8)(pAm-q6!ncT>_3s-+<5tcftFn$A8CiV zKfX9_?TpLw-h%wlUh?X5b1$hp2Kn|E(|<|oeUty~Ovt~HKZLn|Aq?xm@h=Gz9!_0R z2Js*Hb7_a>r*B7Y{I5N8UT9(1cz&LHdGwSg#d8jUywM&BLwSD|upbzx&l89xwX;S=5*74<$;oHcjX8 z@cQrWN8EpH0e^?`yit?>q0XzXBFndKwEm~H{ks(Vexl%Jzs=ut+>>DaD8HLK)RX^a zi1ynUe{W`cUkIK38}5tXc(=Uf6dk&u!1L!@&DTRy-BOjAeckSBF?sM)`wkkC1I7F$ z4F03#UkviW{V(h9Liq{n&)yHXz5Tjxa{tM|50w9%F-QBE{#p+2&*J*;OmYYo*7$OJ zzcV%R&&G-;l3^t8g7HTM8L!`fd{F)c8}2V@415jz!g?TK_`e!lFT+zv9)#h(Db7zA z@)N?FyRKONayaN0%B$dz>zsA=H@LnR9C@{EjC2Fo56zDl^bhGT$TrXJVk`RI0Oret zp+CxlFt^u&<^}srK2Lyni~fc%(2x2?nCCBdLuO#=a1Ck-WBK`Mt zN`}{HsBn8G%b**_EOo$R|;s@0&~>8T487eFRG}y@Y{Yv`4~Hnz(_n(HnG^rGQe*pE9 zFyt4wo(DlbHu{-uV81wCk>p&xx)E=<{EO6_8gi4?fPY5$5Qh0to<-V!XI(qK8uSudi>q(3i^WlDRS+5{fYTQh^Ons>n9BVkB0OWHM@^? zOqmJ!4el=jf${*U4&rvCS;3*2WxdLKIn zdv`G@1N}hzd+b_&(thDue&6KrYo%o)eyc#e7WL(EANlY%F=!dEO>YzFUp zqCOOBt`1jEDO6zR(S#v?Kzl6?h?O#!o5jx$iUT`)O&81se~9s|c;Djc%FT6<&mw;a zD<%@ZpKks$=I!I-updHxG2Dmp3Bs^`j7Nk)-;keA8$#k@Ya5{*<2_-B2e`gxIxT+! zV~&D8;Ci0z3OzRJM!oD=!X-(kFOAzcqJz4mtyo@!K|h24#c;m_>8EzcZ;-!)xj!t) zw)HMpw_oxW^@o$+<8Fx#;9qcl!rWh!_Ex)jwYMgW*GD`bVW1!LRfg?peT2c^qQ5J( zFbR2dwiMQf>n$BK>f8b6c<=|*PWTYXtMqF|k9jLk$sd%QiSr?b{r#PG*hnJeUkv%B ze>?1r-_sG$cp!hYN5Zf^avZ3k)r$cXzzr96X$)7JaM7WV%& zf-0vg=PQq%m#-vxs_v(E3IBZ#4&#A9{bTJ+F-&mg~ z4E_}Dkzsw}KVk5v=-&y0{vy8_X6G%hPdNG)8JUBnPK)m zKy~uBB898~cpmkQVRn96U0-$2Z?>acJ?$q5gFT|Y*2oLT4cyWI_p8ue8D`@#%=V)- z{uX)?+8;qb&>jdw{iBPR|AfImpgyv8N1~5mmao>F`*m!SPzCIf=qZ z4Pxm;;?EnkUTurs`$0TJeSKr4s&h!~Iln*7a184|(RTar^V9hL@Xe%i^Y@kXg!^3d zeBg`PWqT@Me~kX*O|WiLmx({QeZ0B0xNFrQN2OMxzgB0=nE1{&A)i8ht~Hu}Cgag` zUSFy8{?JhIBwC5RFJ0%fb7tW1QJ@bvex0-YqOg3?|DmD02!lRje63p(Kc>ePIq=`e zKf>UzQJ+{l+t09ecHf{b_o&|EnnIY3o<|J&kNl-}urKrzz^JC5r%l# z_uqElALgU1|9jF;hP{bi!eE~m&j>?)gX?YR_PF=lV}@XlNNI(5lR4&oQ~f48dAaQ^mBz;7Jy{i@#2j4MV!KEFszFJX{B?w<+6{u%QH)<2fy z&)V-X{BUfhqmaMhdcXNRZ1{FY2>inJecK)0+G(OOs6~A%jILZ+8Q5=66X7mar zg>ECGF8`E$%=!n7*Dhawh4DuynK}66Q?;pJKjQrY!=O*9B6%|m`7Y8&{aL=v+S&eu zVTdS-Z+BM(^zoc{QuAu5);)s=9ctFX%5mFJn7Z;@r3=Tz)cXr^>o~-vs;=>$i|$+7An5m0|_@+o!SnLPFUs zp@!GO?}Gl~__A$_yS{394D%zF8`?YQwJ-$q7xjrS%eRGc9{2Wr8TAX~kMt0Rd;|F< z7xAF~i6LPS&u~2q)B6KL!jKOmf8_p-mYVb}8{!jUh2>+T?qBnO_=V#sgv=ecw($e# ze>)8ND2@+8h2y^8Mn|eZ{*3ezX8SRrLZ!=pM>@ztJqr1wXc)KcrPFLU|Hb(ftq!Ku zyRU@jaXo}teO5>q>aoZlhUt68Ld7ZfT7-W;!}`VfkWew`;pudDcQ|iEdKF_Qol*@C z2KyA(_l1gSHrmJc_J?>qP^^!HVgHBpvv%4Kv;MIEr}^=D=HFR6=nKtVXzm}2Zot{VVLfB3stuGhZ?1A z0e&ODRH`~2Z|E|bo#zTwrA=-q%FBShqdW<7|D&o+c6Q<&xsL34_tfJ`y7NIFQJ>WAnf^*BQiAV4BEQut$IicdPaf7M z{(h&BVftP>!*IVxoG&m8{sr}o`onoR+7Dsi2h!77+4rdP1Uuj_@~^XU;@KacMBjtP z`8%JVe*dfO4aHpQ-(}V31D;pD!}w@#UDhP_w;7Pd@;M=4P!4>)%eu!&D+gAwd_dS` z!@8={3!?u&qW1D0cUN=>fbqofUZ|ehNBDDK9oPfX+x4}+*F?Pypzq@Pu292j*RGWL z)*v6$2Zouy*6=qoFKs&u@dMY_?bVLD>-|T=ePUc+w^s*VKMqTP_>cP6z3YL?dA*bQ z`n&6VGnd%E7S{4=3!=N3!2bhfrCn?+bhQrgZ85w-Dro z@su!}2Z`$$tR3u0ygy(VT-zu8%O(?@&IPUSsvLRIb5%gb!?;JG{Rc z$RGKwiI}}#CDcqhY4E&zFuXrbQ0Qcq7y&t?oI}8odoTy;`BB4h2t}c>bZa z`}~_1MW)=JYh992)BN=W^byzB%dql@M(%OR{lu?cCe3}9Zb*dw+G6`B4E{@8uM-l6 zd(yppKuYq`o>(l-+_vNX=2+#+V55x4m zLm^?vPq2UQeI7X;4L+b>$gke%w$~&g%UFFt*!z52xa3lM&>yr<9ob!Z4^O&-JqyJ2 z6K3^Pp^i#)L}}1(c)ky|BL;tt`lI7N@w{578Qhm5T)tyP)dN)A!7T)Xx0@!*pLksGEIerTY6-Q2$2%rTgI7e|w>NO5cAL>g}2A zu_pXG=o8YT_tR4L{B-{PQDL70m0Nr-RdIgzsokAFw>(>65YfZ%0OFs1M8v*T`sVCB zTxg(VoK!MK^u8t97h$fC2Gds8)PI!*d80fGT)$oGty96ye}x7c{Hk1M6~O)%`EQUG z-D0(pcep=^^fFA}I}`Su<)Xjv;yti0q^IxB{;i7~*Fk=W{53Q#a@kca`hO~v zr(v+iJ;O$Ao=+Jb7ybx(rU>%H^%|Cimp%UTOiqdX8(|&~`xV)4A2nzpmw$i9BFUUT zN}z9OfBi36_c%H^3j90LGhk7)L&p#Q$#o`r2AnZY&*-)t_S3kY0oU}7pBR=6@@j|W zng1I&`S`@D$HTaPA86ZrwfBfN9)AV~w%YBBJq7gv^d|%NTfX(3-vs)A>m7JX|JzKT zv+TZ|aA4kebBS*j;4hJ0!Z1Je$9CWk@?&7$!fz*k7eGB1=_C9<`d--R)OD7H@lf9f zB8Get^}(p$oIN~=nu|6 zNXpYWeN{0$kN$Dc?p#lYK{sLjBgOi~FuhM9BnNenIQVD@fCt*=vdB&fEMd`zX(o+`VF{+|l|1AlJuAd%veE2K4PlxjjeP8}Y(MJaI zf9!Ae;`^icLo>kNqrA+!7})l|6Rbmkbmim z*EekH=smKDvD`lotGwD;cH57AUsX8V=1D@-(NB&v_+;>SIbp+-U-wzX7Y`VAYsNfao57K9`r`l;{!CM|*EN*L*g|vNx_=5an znBGSe5(fK0{j(_Cb^UwYU4<&bBeuJw6e_lI`4Z;-Y{d3`wpPz(DGwxmjM#r{p1ao@ z@W0645rtc}Y|`NO8HFP%m3K%UvG!54%P6I-tk>D`CFhw!F4Z`Kg{Xyd+2xmYY+J) z&42J*TDNXjfIl>Us^G($_mkjzPG~Py+Tm6!}dfkVTh0P{3oe58n<3Tf6ON*jC?URLG=)<59gmS z?~==cvv7Z!^l!rHa+y2hMDJ5$K1vwsg-AbP_CAtu!edFh*86rm-ZD)0p;$Y&hlx_t ztj^B-%JY|rCIfa=%WeYyfb>jEsP5_K{))%9NtSz>b=jv zZU`3-=_?&Y*m~g0Ee`(hNjIK_=oyo({x2$rPoJZpA)z)7^~FrI=2_WiX&R~! z2KlLbOQ{k4lN&2Noy-QoeJSMM5BFdI#&r_&&9#Q^c5+El^KEeoURc6dFhtuhQ zt$==94`I+JoZq%w81+kOBh*W9e7mHdpT?b4hxO=)*Jt-s`C@%q9q23iYr;@(#PMg! z#6R2fDFOBa*go@^+x;8APC)#}@n>ecd%kfk;q=YC-_`E%yhCz6L_c8|57%Qad(b)7 zbTs%Ytn3YttNN`nT4>;be z=N*)D-EZ;yh+#T^7dlwRO8xq{67I9%dI^I*qr3=%KHzu`+mceJ>okM?i|6KJ%zBIzR+6PhuhoI1cIf z(0|nt;1BZ8aqGOERiitBKH~FEiV^EeUTop|=+qpzrq{Ydpg*W@&VGekbxY%UJaY~U zGYt(^Qc9C@6w9A5+<(^<<9R~e#ToVe*!yn6c`nU&Pdq;i^+lZDMML$TpSC90Kd#S3 z_sVCV1D3E}oX=(C?bPKCdw~B~Uvdd<+br3$2Ixn6UDlVXD>>hSc#ZLaFz^TMfiUD} zINtp3IiX8Kr}BJ_Fub3O<1x(SH{W?uvy6x6eRf=rYiC92-;S-Yex%n`^U5WUxsyO& zvED=&`~&(=*F5uzdkdC8JjDKPL&vwyJ#kZt?eE;8?&VB1+YRvp=XXmF@0Q%+#`S-J zP2t-%-JQS>fta6!A%3ENV(skwWx=$n@f$~20KNLyA2HY)=J(VtJAmjV4EX`_XMvm5 z0yQhq|E(dt3p_96U-te5@}v0>LwyYOliGPbYrzcz%R;wE_&)_)kGq`TJc-k$++Vs+ z?b0=TV>pbD&%56%iuiS)3NZEm`_;Q~%z1dQ=x?iG%Q?Lg0he=+1YIG%@epBYo6R)Ia@ z^B&d{Rl>ENDke(*5cekx@)-9o=Jic#hkOG0x2Vs#yzUKGL0_ke`xA!yWT-EMdAwrn z^!)`P!>k_S*}?bS2#F@eqoiL9)BD3hhFN{v(=`43>ANS``$Iy{xx?%O6Pmz(BYmDb z-}+`pYyx?r|MNT-aC$`5E_qgu@@$*4H)?tX(2w@ywRzupzf+ZPo`(GLO8oRLV}~QW zEr#~&Rqt)~V`_J4cK+nmWMlIE?^KW<&bN4DfU?ek@9h0>;o|VQ1DpPa13fsNw`5pe zd|3ojRrRv+L$&gVT>uj`}a2VhTxS7?QW91l_rkTetX+Z!?X1KW1E zM#8EcrvHZ(dWT#(H0HkOeQ5)1M=VY6-wBs&>eqRI!T|8^I3HnpENCwLBNdN}IK zQtQ?3Yd5dv{$y$T=7A@AxIsRT`L17&aMM*MT!Ejc&kRS=_38Gf*9SIj{5*;+Gi3!2!ni)Kg-&w1hDhx14lIW`Z0PGFv z3-I+(@@?`0extq-27Siy1FrU;zo)G~#A{q{z;*w=Up|av?}rEj!!%zUbh3u$QJ;c3 zWRIHt?FM|G6rT@reK6{E;9CWj@2}FZEl{p(fcMRDf3a$T)tSJL$v`jCvwHAs&o?$d zd495bqJq}%+HzPwj<B_=q8Y?DH=Md%=8%`a}MY^)$lp zJ`kSI5{CGS{3Q(e8sYTm@2s~R2Y-$7S-WV#fu3g~z#pJ~tUc0mQ~3cK_#OuGbM4N>`v#o3_H^En+{%7 z@^3x_<70dw4Dk!++mw{6YVv6@y5S7eXZnf9Ck*rHw8H_EuTVS41IK62 zvw9Y5XZ0aAUJmI4VV-|)zK}3qr@4^F|IN9_#$I@N2<#F0x8+u`$$Ony|HCy$gBuoR zLVQL3Y#nPk?XKev9?!S#&I{UO=m+nIVEeX3haFYF4F>;?`a_u4Ls>hE@7tnOGXp-0 z{!ekfc>RPSKSq5D>(i@#ScT|)RY`GsnAei$YlA|eKk|bx#9QQV*x}q2*9=AVG2GvT zk2h6c-nAU$i~Yl!o?MyrVg#@EL>SLnZc-__uZ;eJFzh#x{)k!Ynma#}0so2m5)myw zTGB`t>Q!iOgq0j<{j8nkI}yigm%lkJ0sa8_OBn1E>1B8-d%mdu^RgQsfF7C;G2j1g z_lYj^E4&8nNZ+{NMfZrJ3BF9$GSa@Fz_WRgB@2{T=Mb(Vhu& zen&;8EpR=v9?m0heNp>&SX>ObC(Z0>M^5j;L2fhQd;;g+@%p#9LA2<5AvoVoui}2$ z9<#w;ir*Iz5(a*vKVezYFxb1nzZk|teW7;lKcavB+S_?YDLhZ@hOTM4J%%<8MLQ%{QZNS)OPIY z5Bx^?GF(IaVVJ)6F5K_1`(EbLNANuA&;E-#F4aoW@I3^K#|MJKbLSp;4*bRT1E&ss z=(SaYpI^u6nAOCei3II zPaz}>@tKGGcgE7E%~-!k~P|9`xm zdhk|Bwpq_UFh0_opi$IaSM~?^C+wdP6CQaZKbEgI;k@tf(08K$FT(K??&zg8r@F&= zEb9BA;d3V1G{wVuaD9hrFXf*eu$sryL*KS^8!bByFg|~HpwEA0w<7rciX+{W$DdX@ z2lU|lN6wtNP-(my{5RsGBTVn*C~gIQ;`2xMAHUpJdWtf;FLU(Boa|}m4uXHAcEa?1 z1mV#aD;Iv!=mg(~q;|w$e;9wMo%=7spnoVI!rcEHlRkRMxZnqu&#@CHWVItpc)jD; zi&xuLUC99cp}#-wlhZ|Ta|!#tk??q(meJtZo58=~`Vw=`y&5@d8hrm4^(FCl(24P? zQr!P1{@L>7+8Q73pOf^?{C+6s$?MBW{j>ID_+)c`leEZq^)96?+`f|nzC`r%AHm~A zQd<4A)Ybby-sr!QjeV7$j?V*rpgtuJ@z;Mk>>bDp*PlH8>8rJWf`LC6FBxti`jcZ8 zy}qHk-F zzk=cYLcHHX80-n{=j7wACST6(0R6%BpDYheGB~yy{4GA8GNAkPPEtA`Pwb!K|My&U zpblS8O3|)>8BI$#PF>uVUTL_D=Yy%+?@NyPwSeb~gke0SmoUGN%-UH#NmxOP^d)VW z?+V@6r*PkAr8s^NR(U0{@L$a9$7zptW*chxgMK0Xg!%g;X>aobq^64GiSkZ2$x{A5 zvc5bn$LIUIP5XjGY0)B5A+oP!@4h93EJ;Y42t_GGL`l|4N{LiNA(CtnNg+a!J`@p3 zvQ)OpbME_`nXi7&pYPYqHFM_dvtB1wsl$2@>K9=i|5$k)@#oZ>Lmn^x$no_thS~l* zVHhv!`>8dz&Z|a>{=bI!bib#L9*Uy#b=d#u@k2Hn?yQ0MNab4xF8kV=&Hdx)vwC5D zk9URmF^jGqG90 z{WHV#{{)*14TF__JqE&g0;DfPtKR37MHi_9B+m?wnErlAkHJ6V{uW{Im$=`QaWnAY z$ycKNHTu5jy@OhOG|WFy-!c$`e<0kpxLL6+i`PGM;Gjg__G^$Y;dswZEq{5zGZXX~ z=|5+tGNi}g5xoAnGz0h8`onxZ=Ui6XMEU)e5dX0M%$}po>>ZA9dnXL%QP5vyn&tG= z>gvbWS2LGw{1jN~3GzVt2=jb6^PGRnwn5$benw`N$J6hp@9^~^!d#x2S5CIxb9aIG zPVHU0cC^W(h|`~$>w9u#a_ax+yZ6(}Ku%J&6WMpOb2xvpx9zs8@X+A)ntkWN+1+iffN?yRRAn-{mis_|n2!?X`4VBiAI9pl{f$dQ zR4m5cD}(iWYA>>r+33G#p?&mEmk`5x9hT>qZM#u(R1M^X<0B07N#rMCn4eO8w?l>l zP4oDAXHL)s-!0kN>^`YYPOPc-6Wg==eB5PkE1jyI4WMt>|K)eCXI)$*p+6iSVb1?6 ziWf3;om2Vz@XBVlT9v|MU@yo|!m!_t{Jv6g>r4IhCGb7kD`CjDP+zb1kExuvG6DL> z@mvkLy)Waf$lme$t2a|#ODaTw{$u>Q=6~vYSH~%Q{f98Gf34y9`0Q>op+DqDZrGhE z<@ciGYpH$0+~3|9p*>L6GevAvt&Lzm7?{0p-kz4%=csRg5L$t{MHS=$MNM=*5;p^{}JX}D6d;HHw3zruIB6aw`NtzKJym6 zmxA?g!H-Ezo{wPnS8WLMcynvZ!iYt#9;CG2?IZHeVXAC(qF>h-;tk$!GE^H&^pS8%K7;j z!rULR@7aD0VQxRSum1WL^F)*97x|JC4_E31g8kwC4Pl@c^_`Wo{nPxR{X*w_^ydCI z|CMx(@QmobJf44LIG*&4;cyx+VXn^%SCT#xmN`uQ-*Nr@@P?r#tY;%VclLUu9gH5w z?@tztRqbwD-vj&$%BSGm2~C@*elR|i_g$&0Yv-Jw4C`+g4;b!A>lcK%ezS5G{|G~S z7(WPue{F{$z94;fJ2*+ZMO482i^`qf#`n#$g#M}gYN6zE?KIFYr1$PK_xz6IBOo6| zdnU}+y9y;|sXeNVg!cike&MLAUG@(?#p7e4^~P17z4G9GChBjYgU(|YIRiNVj`mp8 z@!Fs_v!4L{D4%r2>P>C|}*%MT3&d%}FV zG(b{vocKI0j<+;??(Y4aCWC%c{fLi;mdbpE^ET};ocF^1O0gX71K{{dCZ77+B*?ux%o*%!s;@r4$`g3R>$6qlrr2pWvgCKuF`>q&WGh6ql zCm&zMxU&A8vlautti|*&{E_?+a1&-Tk$eU`to`mu~2SKHxlmM;K( zNB&g=c^2-H|KIvRMToga?p)FQmgxO&Nxp)sDBtXl^dW|Pmini1cE8|1>x$H9%jhTJXKwm&+oHXwBC*T1+ORe)~Qx==lkQYldZi6=8Xscjq&kyLqWv; z-sOPN9^ROLEbO^U59q`8-aLKyXwYt5;6M5k!aQD8-wd8HYW^ko|0b4Kw<=D}oc$O0 zWgzAk!#Z>xi7@1I?drq)3CH_(Ny3;mXGMrlnD4#QO9~9Tp9byW{>r;e)(LSpe?vZm z^u62ksA!(tJy>r*`+XPg8+9b~H_(sv^e(^kn4>~5_qR0@QolVZ9t`{)BBqZpoZrFu z(|fhJw1O_?@IBJ^-qNf!(Qp>zTbQrDPk3U~FsK{&7cBpvQ0n#}%?IR*^n4hhmJ_6# z&Eo@MSbxFseK_tlTw~2fSYM&~X~S&8kL~8`!5{a!94H8U!S(OsncGVD_gldDv3~8+ zmsQVY;`w?>o#O6B<6HN^*pQyODMw#Lju{K`L4Ghy@AcUb2Kzz#tcxfZ8E;d-_ebio z>pUa`vtfQg-xp+r=W2cf|AFm)lG>X-u1FjBf&PIo%=b`#KHYX+7~bU?Utg;CD=ghr zHbKdS#$Ug2go(q<3g8dg2gC2FzxrdczgljGasJjP4Q|_c@HzNys?Z(7HrW}4)IJ!AXdj-(EKJ6ZzvQ_#PEU)C^e-tPpy|NXr-Dm6;l0pyMH z{od5<>!5xD-q%8YHJVtg)egPL&lfdLI2YRJ@IvlA?FSQ9Fem$MoV4~#<=W}+|3=gw z!jMm(J~n!me6Q##dXFCcJz>x%s*mNsf8-yPgFfMS7-sin8sF;%hQFu>|B3#ZFvK4m z4=ZQq=Lz%qV^cR3?U1}o@E_k1JC^+XRCC{`8E-N~ z?<1i9Xco?}EW8j2`54mwLtDFlwTTJWm!Dny0}U?NfP7G%gdv~8`h-E>u)m+XR2J*x z_J{ip7|(wxoteEr&kf3Pyo4b>qkm(#p7iOL;6vT1>7KA&hVmy2^J~;M!Z3d1@2~ZC zwT|bf^6~y&-L&*&NRX5jmH)1-4UVZF3;Kfe|Nb>Vab}zv*e~iI!zW0df2x-4cUOAM z{Y%SajS{oLGJJfkK{*3%-*WKfvmMKV9ErW8Tr}e~X?=YF;++Vg{$X(a{W-Fgh zv>Aui?io?T=kINg^`Z`>yYl$jR$0;Qh}B@YKacqjVZOdf81|Qu->jUySMyhL`tgsK zD2scHcCtE@$)$B)iMH{+ciV#xK?nfn;L0zP6_lC8hDa7sE1Jsej2khRd|-C&?T| z{tG1QdweexCILUUisB*1^#4$SBG!-G$KA}4(W z|0~u{L5F8rVY^hUApb!utD!tp&te+TgYuHqv<)quXbSg_2s_<*IAUi9nc397Y=zGD zE!Cp;kx-s;&gFIu8{9h`I;}Gue>w3 zz9{%f%pR^C4EZLt7h5pJu3;_6i~2_l`5Bd0G{%1`i~@ck{fgsnc{FX?2J|BTl@epp zg^4|(f8?K1iSoT86`9O`36$zhb=9S3@$o1t&q%u(P|x*MS#bGY)jC&ruS#rx0>Tgv z#QuWg_oT0^oauvdX!m%l!Y?pBvHub%pWIOFllmU~4f0R<^{yka9WR5wM*0bZ{$RO^ z{GP{h*=4Zah~E~Bz-;486fyx3K-7vdcu5T&Poh4_W-sZMdUiZu8N^BwG8^;lm1hu0wxFU0Fn0>UsJ@%n~9_0;qCPv)6& z{Z-An6#Y6(h2=j2HH~fVGgCz8$57sc*?ycrZT5|rx{+hx{Tdvd4ko?pmJe3UQ$^!icVt+{({5|Rq!}i2)R-fiK0`+@6mS3|T&*GIp{nyjC3im|k zoy7OU8HW4><<&*Kp=|YwX0QkJuY^ILP=5$3xiNgiTSlgn8`P)oPdcnls=p8U2kKv! z90Pxu*0&%JDn|_d7RxoJe9JHQQh@(UBR@1|35uuW=sy-iT2cZAx zdNpX$JFS->4{^RHV3_8^f^Pln6eP0et7J%t^FxNg-(C~TgO!_u1&iVtVaT6mwZk6x z-ZC#ghWGIp27aM_vhV3UFDnQ8!SQr!8}-xc-V1m?7Ui$mH)qG6iTmOIzBoS30ds}d zZqI@C2p3JX8l!Fo@M&s{cxOlM4^o6>%QaCkUbFs=pXf^d+UwMZ$GN3^dhY7o7cPMxkw*z zJlbVx3DHBBLH^TS%rC++NqF8sz{(eszak9r1mgk2%%2hl|Jbg5&_5iXj%L!}#woJU zKl)R`pl?X8PX93@Cly43KSloOq{t6A*(rss#|d;&Y-gM}S_13A;`0y;!}%=aCzZqa z(S8W?c%<{i-M^w!CSa6@u8NwT;?H9|p6M?6x$M}_L=`jQziye+e1YvMZeN7qdmIld zr}wM`y5Gty-Wwi+d>P{zVbE6`kDjE@*;`?U+5U|{PfF)dMwB_czk>A{K2H5JO!r9y zdd6DjrQPM=y*ac$z2sy|n4O0euyWduVpwf7@q@~F z{9^Sz$RF#+sfXO#E8z4PO!;}vIno#8h4}-+%ZVQh)A?TkVOSqQ|88){f9KLu!y#Wl zc^Jkh-%sv68qN=6xzQlA*Xna!z+SQ3$gyEWKl{&+-=Mu4d2YR@2d~D``kjC<=a12b z?SJ;Bb%67l=+78VCH@;7de^v8A{62i+FMV(>|Z<5RY6`TpPu849<8>thyE}g69)R* zVbDjUhswb}p+5GUud#Q_spIVaj(}lpvRA^Ozc{|0_k^i)r)+?DfbAK3Iy_eO(uVa5 z?9cd=n{A8JF0fauZ+!Ru`bj@T|FcK^Bh1!!1;!;WuRB*iW$Ob16hR1LR-tx7~`&%@*_cWwKPFsluTXTaOl)Z2Hyp!ne_UK4uc#edyZjK2RU&>$7IW z!nopn;D1cS{*W+?5B1-48Mr6&=lZW$3XwMAO`9{~67G5(m=zUsEnE)whs`C~TMDcyO1HJ=ZfeL5Gi;!QQ| z=i~Uzhu?M5N)_EtNBNr<|K8;-br$%G@s%+2NA>H*u6bj2US%Z7yYCp6dgHVcP>%XY z82mTdGht{C^_kVD`L2MKv-xV@yN2}|8B&msiPt{_eM`zaObV-n^9eZKetps&e)Ag7 z^}XN2QBis??}9xbKl}Z%j;T?*0{le!`xjMut&Pi4d`ac~Yn-2r*sz4H{|NfG)*O+y z>JRrbQGOO)4+capP=fn_*xvxz@UxXKuS-nF``!Y=Kp)DN;VAN-gkgOh^_wunFZ7SB z{z2k5E2s4(!GML`4i(04E_S;HE?uSBO|;0pwC!7@PN&l zY?mmgkNhCa^?l$&!-uf=(NHy>m?Uyj@uVa17h%l`wj+)&6 z4f3(t>671woj(^0+THuktC}+C590}8cz+1xPZ;tQ^p}H9RxWj#z8~xb=^d>4Sbl<{ zFANYXyxE4AO`hqsL{TMzs?T?`Up=83yMGA1o0UA z8=4`sPK>Jq{b4li78{L1?i_%EtobFE~H@)3wPh({coupnY;GrM0P z7?CO5^{h<^)~hj}Aq@T+{Rv@qUX9h~{%yq1t~SEmcOV~Bo?e0xc0OUNh0_frL964q{$Jv2I%GKCzUJvJYP~XNLXz@CEaTlD& z$MKIn>zZ#}vya;oVTjLEUgq_vm%bOs7xlyH@UcH92mLQ!vF>KlX;S^i8I{15VX+|!O5&RGuveq#PZ82E?!JnloD?Zu~Z z?0%1cFz5sFpJ5@N#r7x6^XeHg`4^l|$My)r`Z)4);utx{m9LF~pC}K)px;=Z zFz7$p>%=z|Lv8G`!Je@FiJukyo}MXy^)0MF>Gq3D)mLQ|t`MF)MQN$Vt`eXR?P`=2t}Z)M!lJkU?HKf*9yLwZ;_%ZCYrze9Q$X7)GbwEEbeal>Fe2II$+ zH%)%lo^zl+_4hfUtK1+Z$d`P?`acCR@XPRD4DqC0eUK+&8~w-U=SAxAavP(5``2v} z-FL$A+Zf-eh%WET`?DFd+w-UMJg}eH;`RwceuMsjFz64`OBnPM<;lJeCw*s_*&AW5 zPc~a7_q7uK;QmCgFn__%ftK*TCDJcgy}quC-DY_oiYLO|Q&cVF212|>`Aki7H*8*f z4Ez_$cj{M{;wvW>g8xVU*h)v7)iV<+GkCJ8gjfRT7@nysB2E2K*=LlO19DUyXn;oae;$34^_(KC$}m8TRXOWpa); zUk|gpzIDR;qo+B&c7>jHYumnoyfOYyms+dQB|Dm(R}xH*?`UYWM|2-qydTRjyH6*W zUOm)O`N4DE-t@1#2N_?|0(-;p%;&W6uQlgTqy2 z>Ae`ijFz&j&6bd3bc2I>HfQbFvuUjpVg^PzOITT@E6B7>(r%yRrzlrKA`*vv-chZv(meJ zb?(s_*1xeo!rVS)HJ;dgKv{G?3+<0EnO|VVIyUarV2iay^E$Qwv z`f&T4ckS7NR#O?^AJRLo;`XM1j-H%<^S;?PtzNN+uTRdmbZL5f*%ii*{S)T)MfiX9 z?S>W!}pJi-^cm6pw|+U?8@J2mc-8m%lxzCbFWF$`#ORJb=}_uA2$bo zjr<}E`j7Ooa+YrrX7@D(3x2)6X?mg)*eCiM!k~}T9+ty=2<7QGv1ic|!*bAn93Nru zC#Vk#WsY^$ioFQ=HI8TD<{hNsk_yjpA+(U{^j(sCAhNh8kql~emni}Qu%S!N`4;UMP?g%{AhK7`-n*2BEjpd zaodEjUWxj-$n9o}d}s!=kKtWYL^&n5&PazEZJ2-w;PX9X< z5SD$-`or&GJeYq`Iq-w%$8x^DL*?u|gkZ^!*xR=TT7teCh~p{4Jtg%2#lUY|?_4^= zWb2EPNXTz6-Vz4=NBv;sb=3b-2g|dHFQ$S&#qlsq=Ya(b)A>)q((40fWzJE6_oz|- zT>AYv-QwZL<>3+(+h{s}0E`d)iA#t?Nk)1+$S*AwRJ!3?wfnlSh)YVS(7 zR-gK-3ify(PvC|a{13{PF!)pCAHzhdLVkOH^$T0rqnWSIGtAcC z8D{Z!RhQ=`eO>F}{1&#iN_X6zN#QTyd!&~z#2?iERRcE3?cV7M^9R)5RlaRYJGAll zJq4>m#~o=*y9e?VpRW|Gx@e+0QfCX;Gq%6_VC>D=iFSaI-qmF?y)Bo^!1;H=m9tJo zy^iAR0c*U}k~TS4f;_N%P5Q-OM`!5(|B=2m#Zmq)ReeC7NRLnFJ*9m-*6{XyW`BFR zX0a03GxF2Nsd-DIX_5S6;-}BEiEblQ7QlHBDzB5)x}@+x_9?!1An-v9<3al&tiaZX zd<@S#*g*ax(2yOHhO^n#qkp6_PRDPp=r{| zb>Oeie%3w<8tSMe3FTD3$#k>ndv)+Ph}Y?zaxSy(3F`sa{<`SsXG<&Bb)fT=0>XTK zU|qf1DEnDiATN}s-}vnZZoD=DeIsn!FSk18Akas+I(u)Ao7W+~L4Nrm=JXQg`s(jo zR+f8AwBLpF`-gO{Is4Ox$6NoMf7dU+QLnU#{EvS@=Le%JW^(&vxQ_JQ|9i)M`}=nV zdU3pjf&b{g);orcDct=*sh`9+ar`38>0{-VG#3wVgVel{5e_)F6ZI-YG_QP}N5bsAJi(@4_SMbl{*vQ~zd_SnS3K>0 z9sDiwJ80kQuoM?NIM0FpgRtCx)ITey_g(}+Elr_4tZevvZ}XXVtIs8<0zKH?7CH66 zCFwSBUI_i^maZQ0{oW@*zJ~sL%j(m{X(|ihf1FgGFgq``<*}T`V~tRdKaMY0V{?4h zJRMk%!TJpQw8uPu5BAD5x2W#N&UXuf!)i3{8jb>ezyk!UTFZ6$eLH|%c2m}96zS|ZpR}Jjy3+3of2!lRh|Aax` za6GI&8xN~b_b&t?QfZ$JHcal|Li)=v^UooVUpOdLe1-WB=I?}Iyh#5J`E&Dr>>bGM zbH`%)$@UwkgFT|W8D{e>!Vv$F{|vMFWE{F$^BM9N)X$w6^)}az*rpbkr|_o#_;*w-aVrdl+MRPe8%?oR#o(`wY28?y>EK4psM^kKhMT6-Dec+?_^zM za94Cb6#2LR+{f6mjQNm1Abi^9_|*>ANxW%?t0j)L!yXd*{>8vAmwz$H6XiqwgFH}v3@>hv;XM>AKhR%!lm;E><9Jh0Ai^b?aO8L$=^^p ztRJHPANMt-jTVb zuP;n{4D)U5KT7Y>lhdZtVSb7EBg2cy{t5H-Xogw*j>=DXIdq8`?C)ZKgn7J)dVXTN zd4&PQThz~}2HQ!ybX`DSk>An!er@rG!yz9)eT&{5;9Agd0PGjzVf4u<<&RCXxIGZ& z>zfBBOZzWyKMnisnC}t>eqw)wAzq?=5{CI0j{o2^y|9fH?|3|n>2Yb|v^EtO4}MP= z^b6@D4Cgyg{tVOmh=Q1&y&Yo;O!@jlOz&*p)r-^=SpE{z$Nf>>_200*gx?>s$Q)$m zwgc=N={Y1!i#}p|fbaJn3Mf>{H#Cqv!0Hob>(7Ta{5H?b>;?WG=_L&3L8$#l(~jMi zYXkp}`g8~}*I&Y%-b0U8PI&dG1?&y!iCz6@VfKd{$bSjnNa zU*Cz-&3<*E!VdB=#+M@g2SV-?}V9lR$C{z9P1;7@nL+Ua<1R;NvmeA^;ZIaiS)+5NPZ}Jyb8`M5Pqrk zEUI)m#Ot2o_TmwPJ)phCH|otZkc)-<2mK{s@ZV@pgyFsv_MdR#{hP2?tsoE7XNK8) zIiY29+kXSkgMHw70bw|Ahx8ng{gV3n#CA>}VOY;Wc^>Jc``U5U2AD5lzH(&D+^a!G zLEQcb!+JQ?|2{_dQ{r)$FJb<11TpMSqx=cOc-mnupG5PK3xAx;VfRx7iK7kHd#`T+ zd&T^Q;i;4_5{CQ}^_k&lqLs2kY_v0&-1WydjE;F z5B7!pNStR7x!^%2_zRRDVX$u;KVh&hYX6M<)?-;CK>oO%oQN3sL-lVw$~Q=W|GATY zPejbWKPtD>_MNRax7VXx@-FobumO5dKaS3Py{~U`SFSHdA3H^LjSB~R!2Is$E3fFC ztrE~a;$si2&TSuF0R9>KKUOozYG=Y-nZq=`B#FU#CN}H9KjV0lCioU!s2&ON5x-A5 zy1M_CJ8dxkrSiWgl?q-L$g%z9gyqUu{T9o%XrqzfKlR1-c^on1 zt7xBu`Thi9pdZJ}%2|Gq>^{4};+_eVBYlM7eN5CphFSa}%;`;D84(?+_Zjr1kC-09 zFu%g}uN3cro%~Na%h7#aK}v+}&%mFpJfBX9`abh;m^bHdO4%^;HJ15+Q6Ey88vML6 zoca7QbtsXc!#OMX`N8>XziUC-kDm{!U+x9}j`Ai9{tWH&)POMU zx+Vt&Yx@3_<>bbBi|+vckUqlTFOeUoHV;aVT$l+M`FAQm#bVs-1khh9M-29g^qf|? zr55c!n(uF)?sVnX+lH~QevaRto*wFZWz%EM-_t9t5?952=j$D(BLug#RR4f~8!FZp z!eIZ%Uslfcvj}tg2}8bw{5_qZ|6!k*3(QY3KPJr2XRva1-i0vtm#jX$zb#;x`Nwo+ zFr%wFMSSFzutmmtsLGg?*~E1Glpjd#W&TWm-8}X` zIG=~*=k@N@l=QHL`?KvZ(2Mk+pXMb0;Y}aVPqdfw*;0i=c259%a}kf9Fz^TUhhe(^ zDj*E=W90w&2mLFa4+w$%DjXlfj@15z4f7-ltT*uW1H!QXj{bs`C$ReWH;f-BJzeEE z(VwLrJb19+8^lMUm_CLpB&`3%K!4AFG58ClpXx(?f$=QMq>p{iRVO$t;JFxRN7Y&!j4r}<#{o}P9cyJE1LH+{a)uX9(>!d=*I#m0NSKW1=poDIBRS{0 z`xaZDMOxd%^k<`YXb){)O~h-uNU! z?QJG|&rNV;s`t1v!$0!*)RkAqZrGF=!+I9RlPirWT_3DShWQ!BBf>CWZC4Kd3;VyS zZ=X^b~QBwKMbC0T>GI&0J^~c7Hl$HLnmDJv~{)>mW zEsg?tV*P9DO(LphPnMJ>e?nMhEBWv1(mIg?Uk`xu#yH;V*6|^Kp6-YEf%3lYW>Z^Z zyPeNJu3x$yH>J!>k==j2-fYx+uj4t;FZ92JVSb79=SpPH(!5#;@ete3HT3ZL(OaMI z=jS>(#c!xM1p0#g-I#a&S#$T#e13g%;HyZPRkvaN8Ov{tx=|vuoCEm-^6%D?k)HWk z`$2!u{t5H_0m3{!-#YMk&%~rlD)0*jv3=gU(*4$vsOJ!mu>ITSxf&BkTS9!m^4nI8 z^B$E=l@o#%~miRbywi}QRr7SN99Dg9P>|wNx=)RuT_C~h5oI`+`9kR$2y#! zMVl-xE7d7V%_Ms(s&s104N?Po&|V0`{yydxgkgS*_H%D^TA+!E8t5D9_q}Tm-FG~W z2Y-zI@pB|tkFfmVwGSN< zKF@&lcZ@fL<0 zN!MNt|9ivs9-GYiu<^zh?w=nA-TScOZ>VyuWPkDa81|Hyf%u5Z@P*p^{U5;-<1?9G zZyIs_J=ynV*tJEMcz*SC#FUU%p4wm!IG(4jDpPM=mf6(x2^+_3_}~5A(w<&F z`+mIx@eAvhZXU9vrSlnxCrEGUfoo$VUAn{iB*x>iF+F!>+3Ub~QGR7xs)pTtb(_aS z!rWe;nYuOSyU2k4Vf%!^KOldejeWSL=ZncaK0dR5I%vYMWatdrf3DC=r_DDU7m1zaHaru} z53u|{ncd&_$bRGbFJZ7p9PfX46`cZ2nKs{doyX^F8{AYa7(UK*-Aa0)xD)WmSQ zU(5%0D`+406JH{R^)6hGA`JH14s-pda%dm>C(P&fuVnYlJ>eb*>n~XTYPZgYNd@O& zyl9VvdH((C@_7GC)3$)WL4Wb;^Ixx5vKt^D!S5?|!@uPI=m7iqIKIjO3+DZOZ3yfA zR4&}OGVDIt>l{C4H3XMb)lcp=wSDN?Ne4EMtSNedV@Y>&ZT5B#@2 z?7!oEIjRryEgTQ~zB9>>FvNGXkIE-4L#~co3gbups_N&Z*Y`pr_$QQi)%>5P7cB3? z_;EZ{i;}$JwLU6as{d({^Zt-# z1$IB7swH*B`P1_uej>kKnrfzf=7+fznqFOo#Cyf8L}94>3zT#^d{& z7rNV8x0}eY`^eRUt4n8I(c|q`2aPn>w=3oLULCcs+OI_)zQ=e@SSFUv=Me^a&|kCq zY`wcW|HYLxGjpXXB=yAdCk*~2;9m^>ulK(g@&`N*!0JyWei8=zM|rbywx3k}Gcs+L z!x7;BW^4~J*c0X-R1Whsls92Me`4RW^YW}bjr56q?@980t6;d!+#v<>b8L^{r&Rx~ zeZwIAVOD%S8WrFT`8~>)FxRh|sY6oA zJ1MKy(0Vw->^y4C=1Rq;b5r>#W}gR5d0kaTQhOgh?tgeV=NR}?j2|C94>H);cM{*c_h zr@(urnE%xqm=1e$>KOP7q_^HK?_!35F08*Jzv>-kw)EID1o(&YsZS{QG0gf4&+k4f zp6!xquo&_OEdRXp``3V_%0MsbTf^ZF)@K&j^7zv5;k8L$Cpl^Mp3N7#kdL1NfAaYG z<<$Qm$QFqm~4Cf2{d`P425v#GKk9a=SIH~jO zLBTyh|IoiTI*+PeJ>o2%PZ0+FMgBErZ#r-$>k-Hg{Q<-DUa^2M=m*lz%Gvy*$<=Jw zr&~RxJCHs#d2Gyx>tN02S54vNGvZfWfcSv@H6`RNyW;Ky^97VwQ%%Y4{OgZkJUE|Z znEBV{z9$L}%D2M#1MI)q!XWo@fdudm^{3hGhOzgWsUT0Z=VrgQw$8o0dH&q|Nk*}# zL7MaThpl_+hL~vB&q4bo4EYDrM;Ppt@NajCWGj=lJN;%8j8t(xQu zpbzW+8YF$QyZ%fWHr`)}oh?!?yajth`hOkmlxaBM0_H17?{CA1sS#V3zmSJLxAU&QSTB?gw< zxi`83=67QLGYs=LG5>`U0jG{T>``I)s!*cjtKrHgt3W=~A7Zcvv47y@bvWN-8007R z7Yu{{7TcFlQfZ;pHjA0Cz9Qz2P;zcms_%R|#y_Ft;Y}tV=AD52KrBy&VgCuoL*>lh z3Z;fw=pU{Uy?=@0lbWEvT29&-)~Ch(UC8hP8n4uh|CDbm31#=Qgi`Z!`+j>S`kx%~ zL+ZT2#6R^Z(q%MW=_eWqak;KAejJaCRKUdj%d6{r^X--$I$4>vuV(+kw21o(?PZi{eJF0sbJr zI&6D0;gN6)oGybWd)?y4he4;(S^t`~6nNjjC6mugG7ym;l`_O#sGi*Z%QR zW$RHK)BY>N@SX&HkM$*YQ2X+Iy0*P(GiCERq5Sku-A~F$NzKFkAci4d!SPZ#_$TC- zeCS*EgIB^~{h7)UGkX=vzq6TUd{qbHA=X!zadbiAipk&)ksgI*0a`y&g1|nIzY2$L z8cm(-591+xGHHmb&L(!=K&U9K8Wes<0Qx4jXQ85*THC3xI+!n`Jt&U7@V)-cOpqti zqqx4uf$p)nfKi@=fj*>1$xr60$>2@QzX_Fsa!w!G5d-rxD!+4Uh~t1{h3@pdQt=7Z zH*pi-d$cFQknf1&fsinp&kL11oT<&J7yZu&=~edpmGHuB0q8T1PuVwFXUhf$z4m<03N_L$yR5wh}QL@&d1K9rR+f5|XgFA^#T6&=uV)Rm$4`-RF$ zXH&KHKEQb{^hYX>e|4-{V!_U@2vs+C8L;r=0Ty3{s?q&*4t)z`>%&6Tm#e;87v6{U zD&!x-9yDGxTZ#WR*e+rJe;2A%_4^gskOTP+%8M}Q3-+(}bJg4(`|BZopuTjRUSfPM zWC85&qCFF4`LwXpl*I!a%58x@v_HbI9w?5Vtel;XV;JH$>JO`5LiWmV3h|#|n*Xxz zfgY4+Cyx{B5`Kq5K8f<`bhmkaazqpObJV|1CHj-{4U!=r5yux{XN8<=HakDV`D5f) z=Y{Wl%X-}e{YL*w7~(0m-#PiFhm4yV$WxrJ3p-~O?D`X@2>nrcY5m{pSI&d}AXeAj z99I0&f#qjHb*CoDADboF`6i+Ix}$5leb!Yr>3&|Ue}vW2*aguZX#Sl;0eGm3K?B842`f#V`!K&ieNz8^y`XQ(FW@)o3t_e%ChX$bFu!E!8Q>?zGYyX=55mS| zfPSOC5{CO=gcIeBB0~2|9wd6YPST9rAa@-61?mICl%EN^u9ch}5#bH}qdpJ@`#^o^ z8j?7=Xi-OY-&ELj`>UYs>L0m(?Rrt)&bbGFuSMAPi()|c+P>VMcGI{qvbk0p=*RJD z+Ll$GTdWWHXD>0o34^~9&$onxL0^$xhUtH8yqwk_g_N5-eDYi5Zj${A{0I}*Ck*G!(S8Yo zzeIgtnDzsN-A~Or`S9HgSYJVUbTmS;4Zn{7`$2!AW3iLw(Up+v(o#tR*|&CDi-vdSpc5KHxvwj9X+&_5A| z`8V2+!MLtBN@l8qeC&mYZemaTufiQee z^|74CbE7TF=8mZ&pgzjmXy;AGvw~-Aejzl9xW51EgN`uYLirK~{v$saX8LKAtKaX4 zjuxE1K!0TPy>sNe$|r1nP}sBKZm2?^U$Fmx^z{6yt5NXl8IQNda{j;T#z+GHYsK_4 zO!qT{#xnygyGc7KGXHM8<6^JOcPi{Yv5>Gl(_iDAE!Io6bq0GweKL;zu%Jhx6VPXj z?H7-Kwo&~B{GS2s#rW^Y8M*3*cs|mrXx(F*)_kxp@qUhwFxUgqPZ<0gw%=PpyZ^47 zFY?`qpS_14>E%_vg8P@=Q|ENK7#0Tp8NctnFj%wMQS@FY<~zOb+4!$L=*ZqH5}J&< zuqo+<=>1r1-(+6dJg?o0fL};2VfMa+&}7@Ssl(<@0DTnCmpNwn7AvRo(!xIdd=`HE zyG)MW4-ocwq5Jo&mJ;Oen6LHuZ`sXlSNFktKjvb75e9#O^b>}B5$WsGJUQ=1k9F*R zt&lLxUobwi@};CdrpZ43a|>VdcxyH;q&%mtBj^i`&&;83e9JK>&R??wJD1rPKZE(0 zczs!D7H_*n$L$F_Pb@U=Q!2cdcm=#6>MLQ$SCC%wS+nzHR`-DRs2nl3A9Kg#FHU%nuIe}MnM{s!Fq6}Nbp7pzB$*N=n)%0A9{*YToi73s&oYw`=H zwd4VP7;gxJKgaI}eu#b9_sk9c&;s<64D4&K9Thj~1=EV<>N zk{Kz%=EsD=zEB?q*@kXO$|(i@;e2w?45jri9+(3E&^`(C{F^Y;M|xR(I&UN#7P``qYnhg@*>?GiOdk4_?Xr?-=)4?r+uQ+5WI_Oz75i|Ha6H{iA%xq?Z2n*(!wm1IIh& z_NUxObDwa3GN$ywoiQbM<>!;WF+7*-Ypm%WSG(IAK%Y<_2*ddYw7;>tJbfZt`$B$* z{1|(`U)cRbX<3&4kNr6KSNbkPum|-2gh8H|@3C@wn(wmmXYDb}CsCfPKJ5nzS^e3p zf9j9+yMthFh3^@`-`X_ zR>_sKNA)(4rStDXYp>C{uF)G|{RGPigMJ{t#w|)vo?4p0-nSEubHCQXs6-m{H%P2M zgdu-G{a`rb|KOf9J}T$-Pnf-TCL9;oulkXJ=si=E-?+QB%32@(bZ{a4APnWGFXPpl zbuw?r@b<<}IQe3ae-r2*(!(&F_ZE(S6f?O*>jC$V6MQZo8!jIO_J;a6Vbdl5TM{k6 zPi%j}UWH4gFGG1gIidMusOCmL?k@=Qe0Sol5fgn3t>OFz>f^+_AK$w)edPJ?q_Js7 zm(^GD`R$}->3jbC%7FY0^CO1o{b}K(6F1FoC#_`rKf+11f`>N+mw`T%&*Xz$epdPO z^P|Gag_-wO+}8klQJ$0EDM=TO{NMa@ifyCz^vT`8-thY=7ZtZ>+|_`50^`k;|7sKU zo!!75FyFALI#M9@z7Nok@(@hzbl}jIA7G!zA3bi5@!85; zDX-M-$o0W?@?3ZVemU0%+qEb3W8GaO7fXrH#|RmoFXOxH{#0oDr_o`b_IytNw84_6l9x4tKB9c= zlJ*5Q&s_oj0Oe`-=wQK(CsurXcCR8_dMy&gH!PoC*K##@m^Bc4u!Tgv0z5$1^i8(R0R%t1$n^{t3f+BkJGG!V`}| z0*=D}$dF$%zjz(}xY`Q%iP+xE{raeN&%wX7$MpWO(B9c~`rpe(_D&q6MS!0^^l$=fH{3Hze zjrC_8&0F0t?F{%Q9N(;r%PXSnEMPv0_A#q0f2WeJCCH!3zyC?-I`ut|m$N$+Pi#Cd zTF*d!5@!2t!r2k-`?4Nv2L7Ra5(fW@!ZW8v)T>gHgo#tj_hrCVS5G4=fvl4goNRK8Lm&vop?}U@>Xl` ze>ncR(*`xn+bY^$Ks-;Q$At9XK`=fOvHlPS|Ah8T7}`Vs$?CK9n0fXeNBvh;%=Y7j z^JV6hq}=@v;yaFSzD~?R*Q&|TUpvh6mH7!aR}WS+bg(6ToS%4lxB1I1AP?m4f*Wm@ z-VgPI`6A(BYfTNu0`P~HVtN-KhW$KTzak9wjPp@e{*mS{gu%a|d>Cf>z2N(0-@|UD z@Lmh@$5G-@%b$0m|Iwm8I1b4>{b_s)-L`y>QvV71j_oZhST{B8@I<~o!>}eRulBw()afzk3(~W&B~l~2s1V+t zK>Kx)K5%1J(0R6>Ep+O4ywrYVe?H%G3bbEv#OMsqZ=A}0E7beB!TU+{{i{g=m&36< z{yHIs_qLHfr!VU+-*~4D{PyZ| zut(&NbBE7eRGlk;e}pwZs}Jq&4f`)R-*GOTurvLwI+UY55(fLh{+D#HGxKuz$nFyh zm&kXjS#ftdj2FkVMCDf2yN7{ro(bDuVp0sh%M$%B5Zhm}CsxNvV=w4Cl}850oz`^* zd!p~Nj{h9KGy(h#;-!(#LvP;;hxZ?mo~1{g?%ib9k-Z-vWcV$~$Hj4BQAtfF9xq%T zu3Vnt?FsP#`LRr{`dG|jN4}oKFzaubcB0JE<;S`IS>|(a^LNu*;JS%f9ONj5-pR0t+ooNI2^YsDO&Q;ANJN$t@%%5C`TX)nn3*z!} zEeo!FYB8Mq2RF0pJ(Y4d!1&Q0xDA>6;_#?I;CF?%f44)6)2_9-K|Du$ax0rtm_NuL z@?*4D_Z*WZ$5)#`KahWfx&QK*XW3{yLA3ucN8BD^$X9Xyi(yBS2Vp+n^^_ZEAM!K+ z@-397r+(5I1xx<^q|noI@{gyX4$vRk&vMD>%CU)yVZ8{)zg*{ji`EuVd_;aN&-~`E z;Cv4Bh3a3DPntGN^gce}n|XG{A67s=_GxN=UQ! zZiU{T??>)T|I7C?ynnVXEX($T@ge^RL%hKG2E+9JxRBMS|G#j|_ET5oA5I>yJ5ENC z__3<6dFq?y6|yBn|7z23e-`>yDc4D&{1~pL{UgF457aMKPWKOltDpD28a3$~(2M#` znEMk}&gKgY(|IA`>OZENToOJ&eIKzr34{KiJP1QRi}pj9>;D?{$2Y&7oecVi^%iQhhQrjdbdgMr^w;&O)Ry)U895UImg zG@=zEsXw3Sq}0}rqWFmV>Z^6({iMW=5YLbv-~KOi*8l1Z`5E@_J2c-%tNJ7N*S;6K z4ICD+0`dj455hctt~FitY3YW6Ko81i?Epm&@7IM~zt?)~2rE^;EN4jltu1{vH}lkCnFa*egq(-_9jH%!<5Gly z-7j$cCd}it-;7Tqv!r}M|B#=4?hotsExick^gUswFaCY)d-i&=PL9dnKY3NSX?!5} z|NiAm);%(cjs;J;cWy$mq6zy4?snb@h9=D^cr?+_anDi6*U-NbX7}-g3@;)1FwEo=@Z0cyRi7O0e*$|qEGpT% z7U)C$4_s6gCsERwum2O~=RE?KJV`J1`V994kiNjMF~{%Rc8Bw5gyZKsMf;xS@(V=F z*Yg9@PN*vAMniw7&w&MhZN>+mhxs1nmxMuHxPQsY-;=*%<;N&KFwEi;!}=sY!e9^R zKLX!re1DLA4*V15^9+}gJOXQ*t(1S+1OHLKH^^Knw)l1d_K%T28+v}!yc;We9~$Mk z!Lm~6TiH6Ee{59r^K!T83iRXmgkk=H<7MS+y>O#P@u@RO7kT{K70Kr@Vywn8M7A-#lQ{)YO+F!SHR3Rf4Iby0=+qo=t2V6B$O zziZdP`X1^-@RqQb^&bX8@=5KVuDq4|dH}SKcx&ey^Bvyr=IhJbCU*F8`HN^j2Ftf? z57z27L3E!N<-;(&$0lT$t=AI<|Be2QFyzDSFpsxX4)SZ)AFQV${j8kL_gQ=N|2pBe zkM?__z8!@2(4Gl{{7}DGIo$^khG>oVZpwNO`iJrknS4z)YS?dC79R<7dk9(5I#%{W z6JXT;kpJ9+TRu+X`A^9ExL&t6nt;7x|J(OyUJWW2y|;t;&i3Sw%C{$b^ZlqD>eohk z?y%zexnr{K--{iTIsbQLcS=4hoXE~g3wM0Ze0O=%57>W2dPDn3`%f?m1bae%7TRyv ziA9r7K>NtAP*449qqBGM^Esh!rmk@->!@~yl_OTLCw~++cEI==&tb6sgZ3O2UK%2O zbu`b%!~SID54<@O_LH&yo!uYD$uEAv?Q^GrbX}h*9U%WR5$hje&>zhISUJ<@oxL9Q zNe;k-ZfaT%JmnGz%YRcL$JkmbNYTU=@&)8SVbDixpD^DaCk*3l_dVoSgj+u^Juqt<%x_V?5fa85 zuX#j(zeWE}81x(MgW)>rk70J6g)q-2B4(XyxjB6+%qMYv%P^Zy?#{J;xgth%{|wg$ z34?y1KOhYAAG9CBFh1lTVTg~2_n66~O}#7$`5m68+7tP)qT44c@CUd*x99tt$IiQF z@%&(~ewy?r&uG5iyEi6ujr5`!++XgknPY6w^9t|>>Dd?k>|E;ZK=^*BSRV+3KSFyX z4Et}$Uxr!y*_S$}mq%(jtiMtDe;u@Y@0!8azxKbmH7nfe4A>Xa8`(uOHlbh!$P4v1 za$%RjgXJ=0*nU=2(JZgObDLrR3G>sap9j}o>D`yhH|o#%#K&PvU_OcSOV~7YD%kmK<^aguy=|{|G}q)(!)|QC_V6 zJmN=eR>8YlU7b6y{^L6KDd>9Z9h?_Hdms$)4D}(dpXcKK1FnL8AU%X3A4YsQcZl#= zf#^OP;&{s+E1vYx1j-N2kUlUyY5~UmZK>t{N zq~qU@o(Ws|dM07Whfux@v-2`X9=R7^+RzowTTppx{UP^S9gq*Um)JjUt6TXq&<9-4 zNjx0ryG^!&^Pk}}G@hfjZK`J8RZx!pnJ|nW<$H9sPJEvGeu%H=ua2hdHLm+I6!aJ6 zee~f*DTiUA_a_h^`){hd552R4^_}X*~F294}$;-}rsA`@@d@ckIS@Ny>b#!tJ+@Dn=Zg$8`ci5Zgq-`1b>h8W!+oR zq07zvU@yquY`v*TPA5#*_tOs9uDVEgQt13yPy?g#y2`|LH2PcJp+u=h|L zviEFG7-Rbi`or^Z!hC;`-4Zxw+X_WEAHn$&hWH-oB`iVjO*s$-exN=u%~?FXyJj@A}ObLBH_)hgmy~O@mIot0N27N?&k1Z%1u}?!9^4aL` zj_rKblKcJ|@Dugtc)VGz_+v9^`}kCd|)=2*Y}U@;(01*2!Sr3h>{! zei4T8Q6CBaul*;rHM<+Dxj#Hk_yOs|@t<~P6HP_`M@#e}hIjzwMdjRooKOrsHGab= z&)ekq7Jx%R%6|N@qAKaO*kGbC8wz)kqg!f!f|4x>y8}=lz7t9~qpPIdC z(2egMAfJl#pUND&=JBh$V82w3SfZNvOXa-(Q>`7XpFfD^`w7DQ{5(%$V&T{6Bf$Tl zd>E$h_Z;#R*IyL)WP&}Q{pG1|59(y%0Q|-I=NVksqqs2$`~#Jb&x+r_`3m?0lt*6H ziQAQ97X!c0-!RPL8;05WFJXQ@pI6u%Srk&n+k#(!eiJU5Bq5X(!1{voIbESQwjg~wtl!9= zGb%?~^i@(J9>Vf7lfSPW_+cg7Z$x?IyY`J4oMOTAD}*6Gg#5_g5M|$~%NV|1c%GdA{QO#DywT-3wv9$S;QJeM<+z++Q-x_OA@ndo~W| zuX=6!(M6l*N6uG$Oh5T0-#%bY8G|9jc}K&SdtC#DeCW)v$m)5dR&3|pnM2}e?f`mNVe_THlW80x=3-}l6AFD<+zP*6dFHI-sA*%O3^)P8tLHgz~x(a82@RP8{Uh(f{Ar({bzTzy`2?)HlM4`>DU1 zx_*{JCiGEa=f#Bi_%~hGWxNmG1o2Nl@%#xx{DkX0VVFP0Qw+2H`pu@R&#aM<}L z>QAw55*S9teZ}{#(xWyTuOmI-{SufW1?B*2Z_&ss}>;5a&~Tt$)a8KM9Zr z&i8K5JCho&xpRBH8+K)%f^!M@U(_GMa_s!^ZbaXRzU`v_7sCDH-R1Z0C-|KO{lWR% zd-bB@&G&^+j{LsYFuJqAYcZeCz1Evklh5)0({?E7_D& zsF>e`x%>#T|BrDf*&8-4+0_f~8=(A4F4S(<{2CAEmpK2D${mtcJ>T*BDx! z0QcEY9{1&kWkncBDUYP~472Zj?{`~RUnh~y;c7}Ko`@f&`O!aANA;=Hu zzrVxx&icbY`2Onty^V^Cy4t}04f%7w-N)tidNZEiEFBv%zxNr@_kie+34?smUQ4G{ zpKE-h2mTJ{M;P=0`zyV@P}gTz?@lo!Uxt@4+@{R?Ry4;JQs-hUxpaoZ@~LYgkgN@kLuI^0XUTRwjE(Q?;YI7!ukyN zr~V1c`VxKRBmBR8TKyC31?N}pF|T}meE?ry%flA#TiqDT_mhMb+4@nwb?WF0Gaty0 z(RgJmhRZI^2l=AEE`K*_wQ9Ep@P8<8hKmV5m>Td}J##krYs^OxhWk3${z37N;OZW` zCE|$Qhg}WNUT7GlJeB10aKH>_$El)x3&x*>!GECqSULM1i|3`g#ENd;*Ir2U14>5jt+%5C?@8D#)VDc}IHx4%1K27xhh}i$*s&Q>k z<>SE~u>KR7)C@DP0-k?+;=l5R-0>a2Z@druB*8p8S6vz2XFz*=vhK)7-=GwbH?_Z| zyLNthU&zPDiS_vjVrY;4jWBz!*@0n}|9q+@ zU$wsRq-(+1Rs7kU^g!hBHPHM0t}4zBY6 z{-8W+R@J=hnmGpKhwB4jh$pcBnrBxF(_t%K?}!CnW6`Arz~591HQ5Rah!vij`%vKNa&T5=Qf`1f=#GTykT&MJWY1=90U zvushTLNUw-=SLXs6C%G}4m2pMf2kmo&hYR`hm%n!Kwdb%mx$p!4E6ctDCJ3OGbDh& zNYBe+&zhgN2f%)r#zPG2F^yN_vCei_lSxfA48+DU9z7$fEnVfeoD$v?OZGI;QFVC8r5eMXKeB((l6hkPQ+ zht+>c^LryPA>_WbH27Q8mp8qQ*DRQ%0{p{x<&AU8@_yli71;Mnbw;l~XXtDJc_Dx5 zmaGjb9Jd6%=SvljS9f~dl(!c|{>uDs4El=wQ#tG>kROCO{}`tC{2l5pTE=F=RM>sI zx?nce=+{8k0|ZY)crlbuU((+nE1k@lD!w_ zP=9Ed+GEph3M}3t4Ellny*0C5@Tz7eKW`@t<74?d-x)&=#;3sgJxn~`4@&*hTEFy! z^&jU)n8)WIMpvKMuvp|@P@f0`zoX zSw9Q%1$V^rW4J$X0DcaH!C#I08w36Q|G@{zzNtRg7wQ*l&(6bG|LnYjFu(8fQF46A zzONJcdHSc&QQ?(GzrlKq^nThuW`|Y%JCGmxuTTH^)*fGV2l$KgZyeZvoNV>yj)xd7 zHMhIhXD{%lrbpVSPvbf4NiqpqH^4#HZ*l2*Y@UOOI-`j$Fk3 z)0a2e46OPL-KGSV3tOw{%e;|f(Tz`Km z&Dv*GyN%}~e~w;~tp=yJsX8wmT_&=nNl|LZ-TXO8r9$(X>yAeNr2YaQS|I`Nhg7*3QU`Cc^ zR)tI$(bML>Ub|Gw1lBX8hhcVp)wbru-7TftWFJ%iZTG6`jC|Mf^O3gaQb!Lwn8x>C ze-@j}+vUC;-XFv9+BNn2rRMSf({yMLXgQbVGK1@D`>|0LhwnQ|jYIwmB%~*|^r^cK z`Y)cJK*G*EH(Zd%_#=>r7_fDOb20ccasL8|%Skhh%O`?=7R!TSurD#c8HV^ttX~3& z+7VA2j6~lDV7X)uR};tM_rSl2F%qS6-loJe<$9LFbwy9k$!2t#+^lh zvmpN@)@OnAki+SFy+!+XDj%P=w{xu$i!TK-TT4^=$cesR#QGg%{hVwj1cAK8-_Hmb zrudR!xX*|D=&*E5ch${j*nJ6stl9bw3xY-8m*RM`qh~IT+MUAeK_HvEz@%p%djkLt7hw?Hmp%HUOvKOkO0{>%M|I%@Z_3cgRl z`4DFBcM0VCg)O#u6b|--@{^CsDm5_r0RG!k|e&Sx2B@q<7?=Dp--?Fz`hp?npTRRlSgMekvuJ}CGW8jpxt2=OG96K48M z?I#6_iZy%*s zkNTVx z%`oT}@|)GC`=_j&?Ozy%{oTLy>3c>&N1qWJ7Y?k1^&91_G<@038(n@vJczhcpY)d& zZ7*27Eg%f}8RSQ&NRNbTLH%Jp!u|<^zr^`>DpqZ}86pe%Ciee=PH$X|XPLZ%{WbD~ zF!&$D%2Hk54!bG(e~XD?eIX3`Yx_3_ev9)N0xF076Y`5;reDgDN4;`KT?6|^dXx+A z_P^FN58`#CSNV!sdZYYx@J}>;$yK?#db+@WD!+fH(!OU9^iSpQmw9~ZX9@J;e3U=h zg{VyseQ%BWt0M25d~oGewmu3})C+=-4fxFGr=s~HZ?^p;@E6#>im8UyyV0WmcR+rt zIE*T3|9J%7o5%4~p7cF$=r>7zDA}v3+Q67ID}6v8#Q7M3s;18kx8FlRzj1uR?EfHH zIruXiPu0Gqn?U|5#3RTrhELJ>steB;-O)CId;#{dM^uVf^QaCis8! zM}&d@SgzLnZvXNJ{Xlp)o|@Obhi{5iU_R(S2*dhE^&?XcXOEl<{sPBWLk#wab)iwCQE^BE~{u%pM4>{L%ZqN)Fy5BD77V7IiJ4*EbvdAyOZ2!Q@xxG<2 zr>EPJrQOnYw8H)p$M2RM6*T>Oh@v*`X9V4IByH1mtK@gl{Cjjhrh6%J48&8&j~-DP zBOaC=Bg;+&ji=QUyfi2hh(&5QOi-pkl~2?EWL0k@J~mvH`TI$Hhi6JiSbh4d5V z`lwlOMyU>x`Oj!QBnfNN%q~_@PMbu zz$Yv}EFcX23FpJgDW4|jJtnvKiF6bAXI%dYbNlV>k{7R&DS-XiETk7P=+A_|G4L1t z5!DC%#r21^r~4%WhUx$N7-r|$g5G(AYAPoA3{AT5}KNIxbZeD-drV;Xe;(VE) zZ^4eqik5#szmR^d1Xq`##~*<`qCe5@dB-o>?ZW@Cwv>WNl_|&v>uawH$~PaV4CM}D z`UtcCzZ4K=`(J_f`VNC)KfHzg3+k7SnrY^$ZtXl?($W6i=ayXwe9wd9>x33WN(4;+ z{XuyVX7>jKgh3xs|8!b27pqO?-?Iw(Ne*OL0#wK78notNf`XyzvV2R>R-9H{JmQ{$PfF|wfEWd_}ez%KiacyQlpuywI=u% z^xq5%h<|zpgA+D9c+L5#XBZOXm>D3qnEE3O_aTrT!Vqu%gF&DF!SH`gC?CBY?|zqb z=>qXQ%1=Le*t?z^{;>U$V8F5kMb7TOWgkk67wZdQuy65s8!HF=C)OVPFWR%gw8^GgRnwsy=`n~2jXPI%7Un-n+#g|x50RgQL7S;P*5~oDVb^0< zdkuUA`XoNj5ExE;vB7Z64IXb8PVQx7+&qA%RnD5sHewfq!&(TKiF9`$vs2@gpPFJKg3_!n7pN+0G zHv5<#1%4s@MvZIlJEnc%_G{eLwoGr65AYlLVeGlD^6SPjuFuAImh@Bb{RR4k?M-xU zzTMw;T88e+3QX*xFZ;c2VdwDzlZB7!2E=*;J?Nha^LWnW+Cm?%!>?ffA-*pyV0b&} zCt<#S9V9(%LutY|pbzzzFz65J8)29q&VNwVj}1>NGLU?qP&whXB+sGokrC6!#zKB%f>_^%mP-5Ga%_+}K=T{=K+|FP57GatVf$e{ zzt?}-R|WK;J~B-2r3r@hd-lBZ>8`M!rE zjrzi{GwToQ!~H{?-?00`^yL41;_;=ayTr1o*|7>oCH%$x5r+HYxF019@x(`ik;nxSaT9`ov<`t!7PlUk>fTY@v(y+f6Fm9?Y@=CBDa`E7xGYPhfUz zNan)0I*?POJ!=ZnakNL~C^%gA=?EM+R@R3t$Zrl|4Z=BEY3fWiE7oLH!dQ*4e}G% zzlE>=!FAUK@P8*bzJ;G>l>7NJFdpH(A&TywZ9%^TVtH90hW;!NpO9ER@#6%@N8tP{ z>Xd(mT5o6hM!~4iZCmF)`UU*K{ziolcRKc^8ZgdhRE$^Jr`27+9??D-X8Rq&5I z+Pw`PTi%2JydfTc6k^CLFyuGU9}wpLkkx1Ls^y@D((t^A+&?f(-xmuk zgOa22dL0J(b;aY4w#m8~bo>?AH_|^=R%id-;Btr$klwMIpA~3a){&^E^=It!vR>vF zG@%^pj~jS+!pSOY*sr5J2*dsj`8jUt>|i$yH;^~VZ``54hu>dK1bsq&TIqRT54igV z+T;F#Fv#nla;~4OoaMKy#x7U|A8$iB>WkIo=1_gFIOregvwC@!UB9()^AiwS2 z2Fy~AoCorx{#zGEwrRZN`ZZDI@V30CqW`Bsc}>(dNja#a0P!T+@L&I6p5K^wTJCFwN-E3`{T*T87wQ`;&-)j{dlJYmRvtn8 zu(t~zZhWhSo%ad|ga5$(?9WPhO2Pa8bbcbRzjfmN56NEgM~FWAw=*l+Y}&wIBE6Hm ztTZ3T|A6_3&yxg`qIacg2K0pWO#FQ(!?1q-gCSl({!@LB5Av5V?9Whs4(4))=6Lo5 zej|Mjftwff&(h@kXNUP|eQPR~fxV)<9M(x*3fW=;@<;o2s5tEE4d;D3$UX!&UVT-! z9RT}J>`yquNb$@yNu@wZv?qq&m={k(L5%V@s8ax|*X=#{ma`(MI59(Nr1IlL}g^qvpK zUyfd?<%-AG@%Y&>TXT`ujw;UYDP4?JR;)<||BvHM>7A(cP$6GAPg3f4=(DY4vL!|GRXy8lmr94)Q~P zP8jSJ`Ngm=jpwq{s>*TZRqZOpk(MRl2=zl3c&-@T$x4fJDv!;LWA7Zxzg;uAOT zYMEm`b)9rbzHU2x8e1D?!F^Qp$8MijS}qW{!1of^|J2x@UmTz6ceqFNO-+wT{+JmJ z|E7WdY3haZYj%3h1AmPCAk5Cw1yi5RZq8e33HFQpnP!oHIHpkaeloV7<`7x&>r(*d z=d|Y!dnxKp1O8)w)9tq@O#Sqj@6V=ZeRd1(Sqf%p^qpK)n)hnOqM3MSOwjL-9L z6!!lGKf(I$C+g;= z7Ea^mgYGx#jnD1x3H(8NJc1v5b9Pqb`rvV;a*JV1J+w#qJf8JBura9)zNex3f1=CR z!2c<*c-2$7SZ-PeJMcd^9%1nB*xs|Zv~lkxzI=b`IXlOH=T$AvU(eG&(@*TRg!;N- z{t||K6t0h~oSnbTR6RQEMx^NfO|k!(J(Au$dVI0tcZO$LCFaSefj(1t@Z_M+hNAZg zkiMCfYc8ai`9XV}&n%-4D-??C!2e@?hS_{)rJFl#fBh5IKeVS=XIwtsPZ$RL!Ts5+ zl48w%?^XamvAx&jfb|O{BSAkge@GbOW7I#wT>gY1KZ5PO`%iyxL|L1!2j1QZiqV0a zJI1i`h)vx(hH1e6>rnla*C)OQH^X}Q4~BdJ&d+C<(=WM!vY?-+uRgQVUTe1a@%)0% zhb2$lwuZrd9Bl6^9GcWz`~&2J{);gD{~Xd!n78-!&|gsdHHEJ~gkk;PIzl znz?aN<$aYXDa?;BOz$}e2=jcg-#+W5I^X+)KS2LBdxgX6syF>W|54uvgZ?3Xg!z1C zAF|#R__Q1F2j@4t($nU@qi^9no9Z{tzJ2f2V(_0>?jIKzUV5h&Y+i6a{+staIh^eV z{KEQ#`FY=*zV}?VXeDxgG3R*ET(gyz;C)nVKj)QKT9+-4_<81B^&g*9h9rXhpg$zc zRPx`XRVZ6Th~7LOk&mvBXG?KRK`EDzMRaDTD82k;N= zg)qcVD6hafrveTH{Q-U5i|rA^dX4%=<#7Is{A8HEUls&DICs=Rx{}B9^S3%?K34k* z^y2vQPrQ`Bv|98YBiajLm_L>O5E!olg-4dXc}Z{Q18a{0Gs$XJ*LAF73cS!p976%Bsf8 zvV23Z!i~&}26MT*LI=la?=X~+iKF@qr!zceN%+QY2Jrn1@+(Yvp3lC{SGfNVQ}>O! zqLc;vMtOzh%nGebQ~~?J{1d}0KS3Dyhw^8b#TTqTn-9bEJ+C0_Sc%aXkD1CZX#Qc% z4WoTCTw%WGUkLw?J}P%1dknw0WY7xZUXV{fdc&_3-O9Ub4ec?1v(TtSD&P1b=nL|D zq1)BZKMsoC=Odiy+t?!^L*)nQ*TTGB<_*6@_v6tX2*Z9F`;Sm_2}}DVy3dd8BZ3dU zx|+Th&aY8FBhvR}jnq?t_(MxuenMNZ zvI(a*;@LwDr|S1W4~`$%Gd$I;g9W$$$Ud9ue>~_5{*}t%uLgH7eZsyc6-4e@cHVrt z=>K@pUoiZU^da*4s&C3A-@!j3|Dw!(?uih;&yMqt8ouhW@7y6gzKxo7`j6eR?+|ZO zIpJQ!kEp~np}wgu{NDx2GiqyftU;D6tatmx{2>hfE$D9y>)+IWunX%S+k<>*Ji?40 zQM)I1d$ZdI`a}Oj80w?GGtB$TkB%~I9|-pm{BS(P;2%8x#eKu50@j}s$&WD12j$5yi+7`EKNT)@JplHP z@`{cN&^;65&-F8U=YgrtPhH^qRODCmMaK!7d^Z7q(cebj7GA8*n+Nj5`z?gIe7hNvTQH$FM?T3lyM;QD8>N~^iJ{4imPo#&Hv-7`2MQ8M`r@rCm z|BLRcT~E4G0q3>y82F3wC(PrM#S52TJXR(0cj&(f z!+MJIS+e|7;O<&GuwUd4!_5CKRa|{!jEfiK50T$X^$*MnKYbqPLH%0#z96oAVlwzk zq<86$O|{Oq-*R~@b2l!~@EQ;N^bylf82E?!!0>#s7sBA*u)k$N`R5a}MgMn*<1Z^# z++1Pu0rr>3&*edhry8S$Ko8Dm`SmQzaCy;qxSkOP`fz>>vv_RzgM*F6stqbLBr#qh z4DvvJ5r%vX`VUs0zGo4zayEa4+4+0S-0Z+8`<*<#AAhk!8GABJ;S`}6CgbGAG4{ZP!adne3V z%)oweJ~3bP4ZcUg5=;DEq1PN_*|812zry*i@H8|D@-7Dcqdy}I`)`y_tmNWS)1Vme zA1IGltDZ$woxdwzBYljW{I=_gJ(D56pmM_WeV2gB`F*L_z?!p79k0t}(0UiUa+Y?& zUjBdCf;e-HyQj7`aC+h__9RXHIRf_QNMD?-aq;wiT43)u9${E7kY2)IFUa4x3st$p z9i^duKe2uihIk+6PZ-uSOkN>-faDu@ z*K14XneK2NAB^<0pZj2-)erm&&M$t`!#w{zk2|pYe1xHYoL~HtTTd6;I>LN${}JD& z{w1}n8SXz|`N~n9p1!FZE!#lzUzymxbmaw8e6x!acAr#ED&;S1xv_;qiZB z?`*a8Gez$sqQ6=_e&g}jR3C}8lDMBB4EK%EUl0a;!2Vc$Ha@GroA}4DD#>s4lyTkr z_w$1PqeuN(?X<&Z+$eKJcUJCJmDql*4B`!3FV>hecUh~@3G!n&9%0ZgwD&c$MqmB> z{BQ^QzEZFz-r};_(-g?RqCODj@#NZzWl700Ixt_1PuG?ncC@^A1^AD6-DQV}Z%3j* z-l)IpPmKy`Y`M(sg)pqYsGsX^oD?ilNre0?;tdKO%9BdHARb5hHbg|6b02L6_KWlr z=J|sS7oV4Si1R@hPZI`zr7hNP!b)1i55mwN%8Qi;kUnknY-tYnSP0*v<9HkAXj~XM zu@1gp$NC%V)Lz|nGJ*SNNZ+O?vvVG6BqhpezMHL-791Qro9~Y{J9J9?eR>t_udzMD zET6e~Y2;x86D#)Kv0!uanpw>^%y~X{^Pk;QPJfet^#}LETbxI}xOt$K+YiGmK4qA# z7h6pyCLXCa26>@8w(bu}Q`o)~?k^xc4DX})Zqv)t@8#*m?Pc4AO;Phbj>3HiY@ej- z6rA}+PGtniJIN@_?p9a}>^D(g2y=g%6nwS&f=!2DJ)&~NJl{p-5I>;&lXkiY+#DBz z|3dp_nEnq>kd(PlX4vQzaNbYlFJ~l-E|G)x;*q}Xhr7C*y0%TahUT;VYQ@!I`=?2) zr~2D(%^B);#~Snv?PvQFb=8U_(fdO<{`N0r&nKrDfN;^j?NI%BbkDJJe!q7Iq}4hd ztpk67^Vy*j82h>BSco_9yo@mPPvtk8J5T=n5Xvzhx1-o1_On+TtS?A^a?b(FW^Fjb z`IX#z=CENA?%=*UN)`d{2H0!DpJZn-SAr+aCK z5?W7ob~pE3qcI1fJCrwJut%KlPV>h%X8w$W^&9V35(arAy{w#_ho|Uue_Q_YBl!P* zV*5(bFPNMjoB-qF{8J`%INrnhx%@nm2VvMRAiqX^Zo1|p=0}`QPB{eV*5Q)^Loy79t8I{P`-PXE7j~8Qo#N5o&@#mZu%F% zKcGJCNt$3i{&ccj74d)1p|HDUpG3@{{t8_B9vXHE=s|r->m0Ok`jx@Je=H{q{SzMN zxXnp11?WNjO+(DrE5fk;pgj}j`x{oD-ETi@tq3%Ab0q}YBht)|-W z;H6@q5Bu9|SDvU+(^HAwZxHNtRT-P{;x*)Fv3#HPvtu%6=ng)q>A{j>5k(r3c_`lcR0^N z`#-oh502Iv!G2JG(uYTQuPV-m_e+e${SyXy(7&bI#BQ@$@}Cluce>kMPnALX;E$00 z^nFY3MrhB6{TSL``nNE*)ymB(e;97xd$73K9O6S9FT;LexVg79*wa6l=YulhUMnwk zF@g6ckRKUY`S(?#Pr!bJ>L2wxXf{#wJ|W@zUp1Wj+41~O#@iu>4(c_7z9RjH2J{XK z*yaQCMSdPyG9>bR`!CRMDsP(dHhHE5VC?Td*BMez6C&V!Tf%D=W+ojs0s4)^{Q0lA z`=ak*Hz1zI`5$(aEO2u1=I3z?(|Zbn!&^UQ^*6fB={=lXl5`{U2&^YK{^4AYpqt&~ zp&aSUluFw2)MY2c+c^KsK8`DVot{CwjrSoLHX?l^4D-kMj$xKB&2&vWmOn%r&LfcC zBU60_>=`!+^aIB`lF~WrSO?MlSe);Xq6p3BPRr%kd0o~3LnnnKJGfts^kjvY`^gV~ z0`VRCYlgF^|E%U3fAtu7I1fO3$R4yH@3B$7d4=6RZe7v@AKAn(k|RUnfA_k+ z{~alW_z1^mn0>!hApi99&F-=Ct(2c(_yx5ua0_|%YMv?2&lGH08o6}gZEimWso!QT z`lAKeG9*0>XU#I2Ww$n!M#2*emk;-0PG%xBi>}>%x2s zVc35oz2_rB(;D-&p*`~NeAMg)tw*B&%S8SYhIkzLeLnjA+2{8|z<(Nw={>)(SAE;4 zLogod*ZHK8{jQ~f5|Y2Z(7U$B?w0=idzp)hDRxt;27r8Vyo(z7fge9NLjKK8+#g{W z-{fx$@ei(Fto}io4`J{pm~Ufv{l6IGh4W$MW&aO9Ci+?V9pcYL?asGk63_Ga@}fhH z)%6*o`@*P?7q>^51*8w*>mOlhmS4O0vA`z2uM&@sFLgAj>l5t<@9E)sa7o8v--J&_ z?7bAhr7gLotySfqAE>{Vk~+rBkdf#4s7ptqYdi}p+5g1}F5TTMml)Fk_dQUamtG!u zlVg4x)_Xi(VAzQA3xq*Gk)M~163MP8FPpVf5rutXjES8T; z%jM?_SFIy&DGWaX`#JQFSN+e(B}%^O;34^+SU;|Q&X~|y!3gXF_37Fg2dP~hz2%=% zf7hcHx%C^Q5BiPtTt8wSv?Fvf_;Z}k_4_5&!_JAmUq$`Cp`&_tn^GFc3-yU%_WkIM z?-p%+Tx7u?Vt<4|UPvEdeqZrs=XH65yXgSGvHs1a0io-6dICm$Bn<6w{9CaS@lo3f z`F%*juwO@dZ|%P{EZIPp{ol5L;Ut>>ZL0#AZCcI{A0a<(KbRS|CRd8z&%ND#c!l(k zoghyvFB*PlMu7Dl7$5sDn*R9o+p2B+{FN}bAHpC%jK^3xJ0E1_ET3F-r*~ztN_X%N zINv+<*B%Yd{|WL$eiSSBwfOo@j^FPpcI&V>YQ}KjKk9$+?0okzI;-X1lRqO2{tWq5 zynF1R(Gn?qy)Hi0B`9p%ILH@JIbyIMln*PPPxCE){Zlh;$z(2X!ay(DC&TRi7GWMw z7JvWp<$8__k00(T$PEju%9hWj{_l2~l)35kG|*26vA!~_N%lw>^bg}Z!Z1IyKf*xY zKN#!->0|BLeJH~GJ{v1%{^9POszZymi0+S~{O>lHC{z~m_tOM~xxU^rKdZib=6Q&x z@x1fivfU9c6`Up5_r>?t+YItsD#~}E{*)LW@GDR{4gS$vJYT|~Zx~+_2K%7;3CpIp zDyu`hi}aN2-1jEcz8ADd{kT7Hc8RHhBhZWM8NlKE|r=2wdX;8hRPAkzNYcY z?g+>2K3T)_HDwhkQj3lxg1+E<$~}8zuhbFc?@-^$A8t%8E4ShC*8{Z)-oEjpVSJqL zgF({2kA-E(q|^KeL;QmJOBl{;(H*cf--G=z`ilz0T%Lr%UXdS_hjh1Zk{12HG16OE zqGzX<-wyj9pi8~#P7t5MTv;5REPuttw`fua+v!5;7`{hok=>Kkzzl7QQ zXM(DP38x06PJ#Fh%L#*g2p=CG>+^ab#A}3$rL<<9ehl+Pda4kEe?9N<^23A`_Y?n~Ypw6xIc+WH|8vvw^w14oAbvvrJl_zK*Kz4*zMd22 z`tUqgPt~?)BJdaKsg?@XUpo8`l%u{AhW6MWVVFPRh27r9y%pULz<8kZ3{lj3r z!TxIA%gwy_VI9~T%9AkPf4$I1_;sO!=)EW8*Nd&Ku9ol4D6sgPFxUgOfAQ}48TsEK za;Iqg7cEmd?7N@~=S9fhmy+iWRd==l{lM`FL;Q>Vzf|^Y4Rz=V_KNwmm%}a|I~H6F z@ffwwcl0#Yi-Gx|KdzOvz4vF71n?KMD(^1+@IG*`mY$jXDXL(?TJ90k^fmk zIqG-q*;_Z2)>}e;4e5EcRI%n)SUL=j{3Q(ge=1*Bw8?647R(3t$FB%SP(G9}B^i%EZfp{Jnsa#p@Aa@OSqA;Jw5TR?hBc5(fLm@fpq{ ze!uovaa%^Eg!|XmS)=tWQVd}|M}EEub^SU=b_eWlQ9f@nCVti%FY=d|PbCcdV=BKm z?OfjCP<}q~rfA!-{~SgC*M#zX(>OyWP1cI*J7Lgg9Iwu8)|jaMqW24t-nwN8!)~^= zgS?QRbFuT86uT#;|Ct4rYf9$Vbr(yrp4`#5w5w^>&UA!-u?;qo%|q=d(-9zVl>ghD5o;Ex$MWyF-ky@Xl&^M)e_#4; z{O#QLZST3id3VXd(8=a4x2Jb^Ma4zTzmVY=|C(+a32bXWd3WGkUuPXyR zXs-=-W)?(Vb_0GRe;U5$otU3_0@gch|8cl-=bb8R_s0?_-P*JBzrg%3e)zPtV6s5YmB(8Q zmyo`Fmj0DI$7D6nzkEK{!Rkuo|ML5d10r|tj^D@EH^SUMG+M|T=8x_G^FjS>6nu&A zo0ACiB0XPRZLaIr2l4g(%bex+1ryal9;lCBYTcbHC&hxkp?-fIdL%F=_b|^le+}9p z$cY{W{6u^C`rpotcl>0aKkT0{&_nHy&fB0f_BoWJJieCSQ2zO3A7J!5hUbv{o8s>IOdfF${0Z`#FxR)H^vlgw z>Rb4Im8NWq^zL4Zp?^FNB`mE?=h1{=J;C`g%;GIppY2BoOI#;^$Lh2DBu!_}Cr;9B z1$t0EO_y%{lxnwwd<^xE81l)8o2B|4$vYd& zSvfl&VeMJ`z_2gT%jz?K^W9qijK$l%+`kc4(js|&k5;NQ%F>h5rTKin^!%vT-6n|V zkpAy)OxiTQh`t|1d4K<^r8E242&pP+|1;M}O0)L_h)2Zl$qQQKXUXdqj)C|e{UKra zEZ zZvXF;>och&(w|=qjZ4mMTEOG=R=cTvlI9h{dtNB7*5#d^cpMV>FWf&82K&$!%Y!iJ zGsY*Zob9h#YeptN((D8G8IV5=m$Uv`Vdm02pIh@XFYdigFsrVI9k{2&bUpg(2hEM6e2*h>BVai6WHV6P>&f%TU((q&+a zG0Y$N^(SeG|Gcjyu%4rTX;+XOJO1cb_&+}^Z|^^RT6oZT_}-eZsa4m|(qh;z61MN> zKGOFa+*kPr^LVg5&NFoW?FtyrP|PpFV4pgOzaHAN)0 zC*~K!u-=IEM<~%ayJx!nDOkV6{z)j&qO;}e*QYSPSYAR&gYjSIZdPaX2qn#B?YB5a zL41kzB`3XD7yHv2;!AP7C?pK$uVVXR81e%+9;;91m#iG}Rbu^T801UiWB-ufMJ&~E zUG1bcdx%f5KPi*C9M)*_z1m8Nv>h0{4WUu?qP_pKMg-4ULB{A%4LA zWtZ>!of!0h`F|l{E+5(CtN%UuFc$Oy`6<_Ph+giwJrExw|Kuub!fte&2l1L%Uxaei zPnMJ}I|ca)?4M!!zX+k+YlBbMtw%vVPORTTd5NegKh=A&{Dx3|dDUm#Wlk&}5-KFR zsp%EgvHb_bpnph@!VxErO`f|UKY`;Z{3>-gBXtbsC(d696;G|+@!RkctT!khhUtAs zVaG*=dp|6?2=;^YbWHn}_)gg$@<%wIjt@(2FY0&+?sp=82}ArKzV9L=%;FPa$9G*W zcAXT>;!UB__7PVu&;JPbE5-g_s8qDq?^V+b&>yisXPEO->7lOPucDYvmuNmpRi1D9 zKI^CwC21noN5bHLs6CdmcuA=AHYN1MtCz4oAwQIU99JLLQxf=t`qpV)_WJhU-ywcL z{&fm3Fp&DvSDNl03zg?j8sSk^0_W#AU*%ozBwwx@!s2tG^8FeEqg%S1-zt)hUlJNx zng0^1bckD-xuY2TH;%8e#cM+6L#!GBQ}Ka@jI)U4qVg2N%;ld{}2)ed7(TAvwXO)bC;69LggmrAB9~4{VKxu zOI3Fqp`J(=) z1%2;53c>YE2sQE$8=Q z69)f@^6e_sI7;q%-%du7VdC)#gMSj=2NDtneGspQ48!>%>I;=~eiDZF%5Xf^{vFAy zYo{Kb=d0g3Q!0N@5dSjDmgV<^ z-77}#XwZ&=`*27fVYzymU-uuyrQIz$aQo;Xv)1C=rib$MeS@$^*q^lZFHf?3tFXt- z&SP_aR?1R5DD0W^Fs`a$4%`0-d!~4e*V7CH`6E4qVf{tOzf2Nn=u#Z6QC2^VO(vy;E}gP)A+jZ?DM- ztwsIfxqbKYsXK1BVmDv!dd+Q%|4}GrLX+&l>6f%DZg%FT+3&xZg1K>2A7 z|03UGiVN@?`J*|@$$yaIJNW(`>DQcd_SOA0mmz)-?-zxd7x(Gk4?GX!p+5Ci{_ZuZ z>;*?OyT|@##en_T3G$C$^v=mi1|$z z{E7H{UPu_^hw%}s&(>>JpZ>2?*r#1*@Vo#Quy?e#zH-k@GE!wB9zp-ycj`yG5o#xZ zf5;EQU{6?I%j{@i;-WY3eUFxy9_<6OR@kjQ4D=yCbu^Tw2JLtY@fEJ8I+ZoS?wcL} zzp=l5zU77EBP@7))bDDm#L4RUkRL+&33t*Ze)X4MeJ9S*3gk0IJRV`7ANwN={ULu@ zIo-z;_Fqvyc#8Knuur6?f8wKk-SX|gzaW46uic*9d5%7OABy7>hH{*5|D1u&vBT8m z>H97rVTgzREvNmSP&clt%%p~e5T77F7^d?uq3+h!GaG+C1%HFzwvMEe7#|q?xzS18aL_+q6hPM($LfPQv8Nq5Pu;(hTG-jRhR4s|AF&m znBMmn4s`e4xu_}+;zOLzz$h*G-pgJBeP~Zc)836z82=XHLF~_HoqY0{M04)12t#~< z<;J?PRmD-wV4sA|U1MY-+u8jSp>g_g{q2K4fj@aD)-Q&WC2s$XL4P;?jp6>7_&ykG z59=Am@6;aRzke|B1Lffle+iGwnGnwn5c7jD z#INZ82}A$?VCWCyjX^sWSZQw%z1M~P4_10=XMgS%+;2wx9K2|)bxh6+Sig{8gh5_Z zAIl;BLH!?Gp=tU3p&!T>?P>6f;#c$ImV>^ayoX$VbM*TeHMlQ=?T3zTZwr(RfcfD3 zhrOLIYvJGt`i}f2%-)|9vU2)AI-zMu(nibIwlKdL;`tMX`HAx-tQ_)JR{xY|;rSCU zkD&E}wWs^Ayqxl740Cz1`g9*gXu96su4uwI_WhR7^lU&%=`PX#dE$HtgMK4FOdq~f z(!R13^4Z8g)4EmB3O|KlpJ>?quCM*T8-&~Q6UONqxX z<{$hfWjD(Mzj3_bO646x?Z&}+f%?I)Cyh7Ue2ZK9hTgzGq-Xe#K@*=ZYT@li$QO>= zuBi?5KNa(jFzgS-_cetKZ^QFFh9RGW`*qe{Kn7{b^kJShNh4W$kIg$Rc_8VwE zgkf}~cZBZYnp4kP;d>?I7sJfojxf@iL z-q%Hbk0|Za>1BBk@Ply8&%u+DtiZl${FV=1DqSvv{}$h`6OJIv@-HLf(!%2^??L_z z{q@L;9y_b8WnsQZ@5qv&EwQIOLH-zTStuO!5$KnJJ)rz7)=VDS@%0{{AMKGa&zD#n zk&N!OXeeJlEY9_<&6=_sv>)ju4E9U7G;FbxawO!haD0oZkE-!{cK;i%&Mq~3#3AnQ zED+1)kiLxa>@#0^TPXM6qvrQaJ$8OIZ$E1L`)*6p`@wpF@+1uQjQ+zi{@#;V*D}E3 z`vpS6uzyDWF-+%eLd(`=Tg!#c;IEP2qa~|kbc~`P-ba3n9#o#W_54lAcH-A)zh27S z+V$c4SBx*lEJ&|3KlKj$4bFeeiaSfQx_*Rs7x_D;s7dvUdL+yT<8Ov{5P!xh%PjnG zTovYr;}Hh_V*g|JC|!RveIm$He4Zd=nC=@g4E1sTR1W?U=@}>6XL{SPH_#sEH_lY6 zqGY5Wu(9<~~ zvn1r41Gl&F{$qz;*!UR6pCtAlgxPtPaQxY2x4okG!}k&B|Ht1jv0QyX4&pr=fBe$| z6_25vfgbUBjF2$TZ%x?eqkMQ-FSu`j`fL*w|6!T01^5G$kIlO6qnF;*g!K{Wv)Qj- zyCI?%%m@1?4DWRz|7@NpC$_Y!aDBGzHKQPD!54@pu)Xd2n+F|S#>4z@JliWvw(OcS z9p;DYoo!2a`-(#&dH%;vqQ7BPi4W}G(Y^`8e6c;lEMG>L$K!U(9OqdZ#woIVgk4kH zih~2q1hs*r!9@ZhBYND|E>@3uc3ZWIjmo}zh(7n$lno`+)4ULnA4widR1o9p$rjIZ?9~TOzI;$*6S^)Q>kUzrbhmT(DAOrkG{t*U$j`~0t^o#1( z`VD=!-woCuDknUPm4A#bGz?tF{o`bv)u-LlX9GX|#q>;eQ}$EVz6tNcV>~$dk5X^H z1)}qJ%x4e=d&cn`yDgd!H}*c*1CGZq^Y4z+v$Usuab@=}gpQYucegJ%0{Vmb#VIpx zR?FXxlyH{P6OT_A=nMZFL%bIBH-`2j|Hj}S2mgaz{>8vQ%#Tq2a6XFmNEq%1VZ1;X zf+zbo5AA|!aTpkFulJl zbdG;M=-_QFuuntre4Go1T2x8-0)MH$->T_mFT&ybG+duuTu=8j5lBP)fcogN%6a#C z-#$Da@AB!H?J2opi08%Me+UWl^8&))Z&99vVZVadHMr$%n}!#cuWQ&OUyDvdJ2=pK z;`-{*ZO;=^Azz8|cm0^~&2FVX_rHXB{+VHR{^r{LbZF_Dr4a9-zaR|jE%xVTeDQqn zdnM=(<1@nCzTB!#hIhImdS3hnw8mrDbx5slREOaZB4hlwkcv z`7+#<_&06vCgqS79YH?EV*XEiReX2;pgBsfq?`W1A0#mzpmK;O_5Ushe)j(d8`1eC z>o0)hN0{AT5E6#<8uf|c{*3+~Zw=4<6n+1Q^iQ9B`CW6*c=kP&aC(aMw}wxOQZvY3 z%;QD`X~AR z#QnL`DCMSaFh0`fp|ZhWCGG{-1JdK6t(IzSsS5cpb&6W*U z2Y-e9nn{?Q2M}iOg9&H#pP3mQ)eG*gRg3kFVQ->$R$T94b?|2%%zw;!n*aNBhClEV z$D37KxOALl1kjK98NwiMj2Brsy$>ezs@ju$ODhWK!*cIFr{|>C+yZ$af4sE<3Ju=b zgTKW7y=?@)b{iJK`hxz%`}nu{rOzJ0eiZrbGu7|IvgiH~pJ9EUu#Pi6xXzRAM*hI3 zdQMyQ)o;olC_eL5oW1^D=nJra-u#2%{W_el|KW3IAZ{^9ukpJz|*etAFihw%wv zsE_e5VTjkLKdjI9smarjODtLp~GpCk(Uw2w@oipZZ)M<}SLI-ZRe^ z{EMAfK7?WY9ribd_!#M>aIU~)_Bj+9H88yV_IIK_9A7U;~DhK*d9)#h(3Gy#sT=SsW zI=8s~5r*{v*E@z;K9<#|_dtXJTdf<1O~?U%h5A7l{Ovy&7)cNTGihh#ye?!HWWXCY!oKJcsfP-YwPR(4B$c&k1L{d{f;R3-JZ&S1@AG z51dbkZ}3W6k6hq4_D5KW?iUIP!~H<)FQh2s@;XTuus@_Pq_k0cN|-nFhw=^8ap<gii6$Kl)3;a6ba=jWF0R z@{cg&e{g=R{O-S)`y(m`dE$J+ySh!hC_ND7kNq>em)1|hd_8C7Uy0su|Ec9Mqdj20 z$iMLLmEEg`sKNS0{qMBcmAv~X@CWfiw+GMjzn1a!X<_JK-)&(Uuzn!_7-r`y3zrN! zbliJ1%oq8+aAW)8!9G>&e!p;G^|xjPk8JpVEb71Jb*0UO-#mX7nOu3{T<9?v-$-mv zgu(ydd|CMhl2_#AkZDU_FXR3qYFWp=o?qP|zQX>aZf=eYzkU|>Tex3}y6q{Pv}p*B zZ=*^Q>cd=aL%fglMyp#cFmM2}tza`@iFS1rW1^gDjUnV3B`i}a_Fq1FC zbibL^hxi2PTT;2@rM*OLr_t1Ysm)mx?J3caA4hpCi%4B@t8@s&1BBO)HJE3!3;2if zUWORHKSO^>n8%NVL0@q^hFN^LTq|zXqL0&H{lxtRVV-Yg~Ks%Uvg7Gq8xbK1V zta#`(;a%}|$e*D;tf)|lovX1!<|Xkfw#!UO_dL=6r6RqtL(LxB8H)ZN1?L~@=D5@9 z>_>=~s65*(L8JK*$QS94y*#7brGx1H1@b?(%xeDW)qB7{Q2PgQQYj`Mc)S`{YdNa8 zs2b{HdEAeM3uS}a;Qy5|-iz1Rk`ku+2=cdB9zS8#u7L^#&>zkx-u6F<9uJPe`iJ%v z?^OMJY(Nn||Bjy>s{Y=64D^roMwt8al_857+_!&)_yOrpu#`J`dU*wxS3=O)3zbt! zC7dM<#r}rj|M34ZgoGiVhVdlBUCIBj`t;rts}K1u_Ji5(fSteS{(ZfafDw{r8kVX65rJ{$}O$9*8qx_J8-zTW`fU&v{?2c$oYR zVbDLEFIo9flIPY}zPq0MCk_4*$G5F<*O_0w6Z!e8utX-~G*ogj5 z9qWf3{FesXZU{9#;;i_LB z2J1&d|EMp7xj!Tf=NnNz;YZ|$RK92ceZl%W#vMNX^mY@-2m9Mm?$u?G;c!^5T8R12 z@G{~jVaVUKtIyY?R1W9yP`-p={f_-dC~dUf+bIbAAC5m_dzZzbp))(wFdW&abo0~y z&Ra$7A7yvhx-*ZTcUqo~I-BUu_xlL5_Z6K9bNkylGCs^<@=G{xh4!`c=IEnNtG`2h zhWR~)qiOxXFv~~o>Mb9Adf8N%kMVoLFn{3qc8&QHzhY_<yY^2#zhz1e*bnN< zuBU^4`A659{v^`#tjG)Wcw(IA8BRx?;2be_Gr=c0a2;oAy|p zpC8&YOx3VY;TF)B{bKnr97Fa&80f?Cv2rbv*Ph*neHOpSRb0t%vX)y|oE4mZME@VT z(>P0V#!HB2k-oh)=Q=6nZ-Msg#r+Y6cop{#8K(a`ab}qA`!mefmsAe#Ut)iIeWrZq z`%v_Mo)};5^T=I#>*ON7UfH*0ZeefFGaZ%?y-^X*x7Yiw2LFxxk2>uFz znlPU)34?vKtIzc@s^IC=jIQfoe;Lc8r8KtZhkl0m4CO%>_>KOSm9uy{+MxfIYbN{I zdtuJeYtOGwiw>2$NAne7;4kV=bZzUJHM&dKd(zG^-4i;?3@U>B2KFEG?VO?Hr6nML zv`@l3-+Ewk&GP$GS8#niP-!v!O!6~HWr_7-`5ZhySF!F+0Pqvzn}atqrq$a12Kk}A z9{h4T*T^k~&sT?x|LRVxE9m%+@;QeN?vJsLYXbj+{)J(7zUWY6oc)~lofJM$dxu)r z_Ax#7Lo$r?C045DWX_iJa-Q@(VZOeL_58X-d0H><7pPyci#nv-Tksk5ANkAhPF5Z! zbi4l73;Y%GC(dTsh_(y+VSI#pwVnvH*Wvl+IK=Ed5$CvRYBm*%Jz>7U{S(5_Kk}C_ z_#>1LtIy6O$AyfNymodB_#31zE?Q7}gjJq{CRjiE)5F?Djk}f7;ruN2PZ;_~ z`VMbREH3Y%0rcT`4`;?jw1pbOe24mQxXN%){QB)MKCFLatX4=$#xU^jNY9Zy6206s zFT!{UzyEXO-GwD8^nV`CM>Vo)DnH%g`gC;3ue{MV2|Rv3X5tZK8uNqa>yAyiW@~EM z2=94feu^-BkMkp8uz&Oq#{wgIsSY|TcS3TcSicDay(|C4+#gdp@E7@Wtf9VGy{)U< zTk^+*fq&E=mD77Y&a6KDUkk^#h`$NS_H~l8bHINgzYwA{-VB|+@RW7X{qRbJIXsz_m*yKur{B+6GQHI+difm_($c<9i6`)KL+ndqr8*l z_W0PANpcGpjdu{!5%&T#bA%a{>AV; z`ZM-DTTim@={;KK(>unTbdg`c`Ez>r=ULBYiS9@D#P$&Ld2!tazwrNNIKLBy_#DTdI`i+S`O?Q={HR~4bGp{fvk;wE z!TFdlKOd0#MNRWz|5ZGHl=`c8jOP|ZKL4i~1SGC~<_+~x{%JOnrsE3&K;QBF0mJlO zoO4=JYr^0(6K?^=+hpnTKaJ@+a7w-oYwNIzj%uT%NcF~dqcyppJJy;6}!Qn(Y~|f zcK%v1=L-BE6OM;4I5*^XmbP;4y>C|`p2zkH^Zp2f{p)*D$C<})A2ZH4n@=-(M; z`HQTPvPCDCZ({G?J7=AqIV<5_AlM)E*PM4!FXAZY?**Mebt|WSFg~RB!m2X$Ftsv> zztJCGh$vkntFad3iS%3wc=)WOdnD`!5MJ@~hTUAz`EAs%OBLUijZxaq_qVbiTxk3= zem%tFNH4=|Kk@Rc-{mEbW5FMwdA(D+^sk$lM<9Me`Q`L= zv61fM%Kcl;-j6-2^XEhU6~E89nIpMfKLhj+`zOrz2Xm?#b7gaMKtHhjiel@}uq!=4 z-)zPDO&I($>KDT-KDwgz>8_OGZl2G$Qdr(0@ud#@e?8JmSn3hs+-RNjIS&JXUZg)a zDYn`A-g+L75C;3l{&KUN@|{yY^8MM|V%e9T{r|UqyBgFuGwIY7_#WdG!oWY|=hfSa zBX1WJgM8Xy&{yOSE7u|Yz4~s>Ud4=Y&>zx&?d7_kK4I>#zQOr`;m-dLv;A@^XaCph z%rO1GA;U2LpuMniwjV^8z4zmMT{79ZB}d5Vy*}Z*dSmcku>VzJ`4EQn36Af&PwWMsaZbvY=fOXau5YwDYI6y?WoJh!%}xCrbD z;r}BrpL*-0+nQv*lVESy{;e#NyqbVKi0^)h$440GJJk-;`$*1I4)I>!cI5%IKS1T+ zPca@Q%DuA*=86%lVaD zD#W|UuRO#s9`t8<;eFPWW~In9(foRQOG$RrpRJ1Q{9C^1)CzxZCpgcD{LPQET^s5x z`oCA5KHNMH@*|FA#8Jl?q+_1`7wS(b-;~e_`_tGS zVZJ^g4E-U03TKbHB%63wh5nzyxiDbgI`bCM`*S#+!jtZR~%nS)|XXRR#iiMGg!=DhCkB&NXZq=0XT zW|;mj%b75rUkS7K>sUGXYn1c#vBLfc#}NOi9P}OeS2{6xsZvKNKK~I0 ze}nCn#w58^ZpxM(!|G?O)H&Mm0=Li77t@U^cf1CS<1dq*y8YVkP`JO3@+ccp+qK`A z09khaxy)cBJKfb|TI31fKa~^CB>!5LF~jZ4Jb%ca zBYkBL&JOc_U;zBZ^-Nh?;D8fDZgctx^Y!mTXQgZN#;U@873x1>*e}NZA1SBI>X}~- z{J{PRb9;NFe|wKq;s5fBk4BypNNsE6`NKz(vpgr4?}hVRI3GS*@vb@7O#|XBY9BG= zuc&=0XYW@$%3S*PzU@5Fe=08?`^Y!`u}THC_t+&}MlLo7_=EcugyqU8pH7&^YlQjw zhcN8tqW(V)^@LiDO$jJn06Ta5#h_JBerhc5Bt4nZ%+_|eYV5UKg##%&2YQz_T%9E5BB%; zN%`zut-&3RQM^PL;sabCvvT_XQfI@e#ZV8-b?WX!&zh>&)j=9>uT-> z|Fu?Zug~t)UhH630`n!d$1sb}2t)pt%Ad_H6igWb<3W0!+mE&m$-1l5K;t0{{KfG- zpBp?r*5?@LM|*sp_*qeUZ%?y+Hmu)pJ|oQYt%TwJJMy0}@EhZw7s4Wo+&jtg4K%(N zu2HiGpEd%0q4Kpab#vAo0eivzUmRXm7&FHe_(eF;XHK45FtmsLzaY%k@0B(CQ;x;< zhj_+U%rC-FAN>ts6+fb{O8eI$mFIHYo~pXM&0Ux%fcXLGC(Qj#m6>!)zH1KT4^aQA z`ky}{G1!lkBTVH%x^0vj}I{MeOUK3-5cQ zys9o`=}%a92gZ;7o-o)a`iH8PQJZw0RX{wA^{XeuRK~x_h4JLb0c2NrcQ zuaW|O;do!aPjfN2s?PmWU8gh4&it1J@p`lzLH|3;Y4e}p@-^HZ!ov)}rXmg}oOT!!)D{T9N&Z#oNMBMkF9_D>k} z5AmBBMfW08x`O$VOO2_ep~Z41@DC`zk~fzdx&{{jmlws$X~)> zpD5qv823@8=NEu{Y{c?vJ|_3lUa=0^SNs=q`8QvDSahw~Ql^gNLzw%k=6e+*PR)JQ z@impVEW1~!Z{!8?Lw*njeZl@)wg;YbIiAAh(efg8*9N07g|o!ZmNx~{-f7#xeiV+c zRW)JI?2#I5t;|I&J){%W#}9K2_M`q_GYL)^~GYM{@?*gs;3Pw~7Lm4p98e@YngbwodX&*lqO zpPheU?X&rTFu$+$Nl!&`jLu;tU*hj4t0$(uasnQof4bj6t4$Bi6H&g1FzgTG{Y}E) z?@&H%U0iC^N;i%h{`<^JnO933LBS7~(19PuoaKt+NB1 z!JcsbA`IUnKUg_Cze*VPhv|D^^}tTI=7GPzAm(oyVwnG8|HYtBxISRz7K~o3&-Xj2 z9L}dv`_syve-Dp<_!IT9ZAPd0mZKcOpQAr$bBow+kP6+ALzyY2?Kv|d|zDd?;2yYi0`)(=JVB; z{f7RfqXYTy==-k@9@2NF+~x7k*C~-R=EzO}dqsWuy5q=C#h%LW|BZw%?pmT} z7SHF;udmHds@?Vm|A*z@j1)eO^lIb!!Z6#v_!i_eYvZED&_0g$+xa@lrZ?(*|K+=N z$-(TEqW2DPyx+&U99wy=1m3^L`~YE)2hKl)f&XaFto$(fH^M+K^6Q84H9c+b@!)S! z|9@y%WTxhc)~`4pGtABp5$5@vAO7QYHJjade}rNEgY+`Y^ySCGp|hkeMk!8Z{qLE( zI{WYum0PU-E5pPI`7zKQ>dQ~dzXb&*OF>()y`MJYop(^0CD{&xzAq5l*H0`5{$oCu;rFC}grR++=d|e%ov_1l zKmQ+Q?=}7EC{g`jTMXzg*8i2P<1F#So1eG*b@!cSy(-S~nP`%1-xWE6^9J zkC@MAzu!)dT&=DO^2hZBVc<8;AB6dO>(87kLwYutz+z3&;l||D>xo zPO$V%RJOu=oIu8;@5ygFWLW-OAT#Dm$FEzZn12w+WLL`Ce}4%2hWsGR)|adtg@l z4bItJj%tvB~Cstacb79AGAdIO`CCugnfttD7(Tfu$VLt@vSG$+_efR!XpwHs-R06`lFL8dIVd%eI zeU|?gs4Mj}Y*}6n^q@Wy2K_^OAPoG$@v!>zei8qk&aVj6N2vWyTK^5^6VxBVkPjmq ze5|T)VJ(aY<)@)r{-w6E1=<(K(*lj@MQ=ZB6#d@~@>}ETr&rbIlfd6$|DELxm*mZQ z5B_eD*k2Qd`BgkW3p%UH87~_&oAax)$I+>s1>3p(c5caEy{KD%sE_<5EKlcM1e%WX z%^c*G!1@EnuNkeeX#a^Tij+?mXkIEYoBUun=r4{(^FeinkIz2XZ$SOiEKTWCo4*(Q z5&B2Xs=T`aQ})C8LUBAPAPnQd@e}6ys@1WkpE+f^~URIwA`XG*{1cV`fi1ZT% z|A+e6_dP%KIlL3bPxTQ)Jdfk;^2S>8;RMnDZKHg2N7rwNF1iil z$NqKa8C$eH`6zpz+SlFpu60q_DxkNUSiXc|e;@fn815Tjf2@2F@k{q&=AQLSek;)V z7lH20EWb1#C3e06Y|k%U=6b&<~Vf_sQqG z-QHvj{*Z8zU{q~mDA0%e?*6IgsANAoc3)Ote1Gb+-|sE~zp&i+nR|dj{wA=06EVLT zoVtk; z{aX(5wD=c;y<+^s+MC-RgMUQ(H`V(xZRolA+`pPeXG#<-T?qU$6Sqeg@{#CISovhq zN5a4#94{;1*B0UL-^yWZ$-=q}@J@uEuNoCo5Xt9L ztCkI|*V8PxzqdYNX}>Z=^uDV2zMjDPyZ$x1gnN9wVxx35cjfnOAWx*vX5=YZuU9#6 zeph^dL(tQ>HXwMKBlM5<(zCJOr|*MIAbvuA6Xxr^Ug{I8l|n`LF|fRskHq3BO5LCw z;~j=+KS0py*r3CoUcF)KdqJ=IE6Qfx*MJ}B{|STsqQCFeShl(Z{^6Ik-#evfM`Ohg zh@X%?!tA{+LGOo>Pv**p!+IIz)n}2B&ewUnSpG}U=i2l^`TIoYH^uo+hS_-*hI#x< z_4)ionC+Lc`YfL-u=Oz4`(|iA%FUv>fd|U$WeSg z?k`X{Z8{(Y`~~XM0F%kHg2!61`xb%$j_=JBW1?Vvi2j3N+TRfjn0n`}O;|zpGVb3QX6r%1V6SLT z1D{4j+8K8OdE~>{DSQb{osn`x}Lrolg`HhW$#^uhH4_6x>%>%PUcPqbq(HJ4_ViYtf&M(Xq4K zQ7*dwfcih?b@!FVnWdnw#^Ui2hWrDz$I6|EzpR|jhX}@ee>r+#)D>tS=O4l#e;kj! z!+QVk5tq6C*{?}0>~i@Sj0fAde;ZV+Jt$tqkND59C<6>X0mHutkJGeu)tq}C+CzB} z27Y6I<6?T<-*eO!;zgAAc%#YBhgMhd_-y=!rJ)C+^nrg^fBgNdWgbtugS{cY$2S@G z{k+^2)}u%t!?a%`82|lnS)kk+*bl(^6S_Qa?BlT(*8ixVgdsnJ?X&XB3{SCeY*JeX z`45aoCuBq)E_h!B{*KzaGFgyl^nM~V4E7~U>MBjt_iGJ$u9-|jAkLM<2zt1ZTjD&nX#s`Gq{}1qc2diGg?9Z6< zd>momKg!dg{&I@6r!Uy!6fwPofqopn!?)CfYyap$e<)u^nZb%RaqnQgit=>S+_G%d zxNk~644WQ5cg&&z?1$OolnCLsPC@#C6&u4@|AF13g z$ZA{E8;}S3lZk{2slACyUpLtA_zCx=aJ&=GJ$;z=NCGg@H}Sc2tNxg73Nwiwr{}d^ zLazZ5KdHX+xH)Q74)NT-5e9w3{+$o(4jmD480JSKF@Ffd`WDASSk{BpFBDFS)~y8p zjQu-*TE3uRMiabui1sc>H5mQPLUi8*^_ehVUlQj2MsPECn(cmfST7(yg<4lC94CqH z&*6B5dMmf2^zj3I!TyA^E=tEX58&~K@KeW6Edvr&GKt-S*!pVZ#e&FhPu zG)4Pi=ua7D{)aHw3+fADpsyW<`I~Tb?fLW*qW5l*{;ByH=80Rfc>Ffae2>@A!>!;? zu|LAVFZ`Y`*UxG9{YDE_a$r6b-wzNFhI}Z_PlUn0B0pRP#)dx1zXtZ6E#?PdZtt#9 z3&M+HMEOpXx9jmq_wQd9z1M;IOPI&gu4S9jKR*=ZC$atMF0Z8gbS*)iXs?99yCD73 zv!7jC^Z7gQ6Y&gZjnjRvoPzVE`2CC}%BgBAo~bkve`Zwr-5B^-bUzXGpDU2S&jJ_w#?uQE8t$#eW(dFlJ1nxUFO6uI02lDDJriU=xSHb?>FF1T#Ipz@0 z9}wp9biXnB>uRNVMN5(&Vc0LB?;8}I7l)X@e1h_u<>atc|NSuq7EjJ{nZLfL{R!X? z=0^xaeh$B%wWeaj$8nCJ4>(^D=JU(!Vu7*7A5&-_?QxF6nQ~raZV>Y z!-EIUKzxDi&2j7A{N}_Y&@ZY#E6X`lY7MLpkls1rY8TZ{C3646F!PUdqTG)Lsn@gn zL4rBQhm|+vSMc$Abo8}Mx$zS04dqQ3+CzQ!IB`}sJlGiWIoO}aucu)T6*IZMdKx}D z>{HN<&mW#Hv*N15U&=)hy`HWe947281o@->5e9q2@p$g7u(Oi)gmR2m=2~A8e04tu z_G==R_uK);`UU1igFnaq=Zww*jS;vB?Z zDF1neV>?Y!+W_<dej0s+Q1msKQ%7lxH%hD})eR8Hqh1ztz`Tzlq`%;!&r+5G8s$1t;CYaQq->L+3Fr|4h2 z?gnYu*Oq}kpnvzOQ~fA0{4DU7`bP}g^)-7x4g4G0zt7ThHbnv9;4i5D z_UsEEvw8r={(TU0ee%h4`f)GG3;a9w@00cSbkd*B5I-S*8K(a?5%}CbW)gjLm9h=x zR~Tmc=u>%M<-78qzz_PKFw-wzh4jJ)JL6!!#&Tc1{`CunOb2=5{7V@04egC#>;G4u z?SJ`Rn3ZzJe!sFF@zb{@*~`ID6hCA8e!8a|UZv&y507$pOc`|&_t>}-5N{*)SD#WK2n&JwxW7Xf z{2AtpSUJ5%AYkQeK49f^UPj>GYsj|RD`AlTNBQ~NJ>2(8(U$v5|H;KqXSB{{_p=24 zhr8VQ;rbTrDOv0f2!s5^=jmBF@B`ynDhGdr`7-uB-G}G(={_36aQ+hcMfKtQ2H}sx zFDBd%kt!qpE$A^lUr$}M|A+d{Fv~A3a9*t#I$)Q=PdvXPV3@_v4AXllyqw-w6fBrp zx4C(8Hs~wb>cBg1z*d{cE`Pi`=G{R{sgQE`=(M} z0OvEz{>6N~81SrP_?%&!~A~# zUkv%W=zlT14>7qNF2wti0@hvx$&0lYL+5u``C-yGhUxzx+4qnS6rYb`81x7I#llSc zAEh~~VE!Qb5rcgo{}x^^e-d*ck=;KOEWCYlRHfq=7%%d3VfE~S1XTwZAAY~ce@~L_ zPaV#G!q7h2Q=s&jNuS?})@SH%0#~p58?ew5><#rJFeXO5mz1JHBiU1sT&D_a$E!dO z#-l;oLJW>3?gEVc2R&WY_GE-5_%oz8=ymFrhbofLKek60{1Nsa^!}t($}b&wZwkK; z9?yD#(&2KaBj6AE z_mvgzt}P#y1^y1@vnumVhwYXV6z8SR=X2M?|2HDP2urc}b&bw7r(b8^ zga4)aDH-;s`itJD>>(cinqn`f(_iIae-h`9wYt-<%~$^j^x=F-nEO}45KrLv*SZaV z=CIHS^ab^2?fJ!CsSbr84~$m`^L+Z+r@FU`j;(#v_EENzMI#p6lB?7erv`YNA=ON$r5c&L6;%%t@f zmMgp^`&^G0^bgB7begn(-}gH({~!)=oO#~);TTv?68@2~Xx~>I@UOU@3PCJG?*|A% zejV)lz_$SO2kG6Y<2b?mwdg$w{GQM9MAr*L9nS`P=$-petuqPlUH+V za=$mAA85au%Kt9+J^ujo59Li5_>KCrxrb3%N$?NYpT+(|U36b>oFjTqALE^^vvf6Y zb`OF2NYBq3IrG3*ncQ{1-Z<9WAWtd8yB3r)` z2K_*PL>Tyo-*0mtTr)FGjmK--=Dm3Idb%iof%I%!`D{(VWZw=aByGg{NEpg-Jw+Jy zvj{&Z4bO8O3;aO(w-HVweukNZHA*=6Kz<&}8K(cs77&K@0`ilU(|cxuu>54Z!b#mg ze#lS4+};R-J>&P=&y7vroV%IlYr?hDkKU^go!7}D_@@6I^6ocrHKfd52&+O?~6irkv5ARoe49W-Pb$Mf;;F?f^` zXea~ktD*e&I1CoXd1|xw6a{;Pxh?O5-Jm|sj|{W?TV#iQGmjYD26|B5gu&j>zYvCa z1LxDojy??<_k~a&#~WF_yWDxu9@vjW{_h?6Y;A~8MYachzjyBR@A(Vf0e`UneL8+U z|J?Y(*N6K|sujY9MZ^6_D&OH+IpJC=UoY)@(k;+x>Oy!=8U1;b?E4ihV{;(BLwQ6g z>~?)Ry&Uud`4iP8^g+;sRIV>k0lR;%O8W`%4%Ls=u-$uLDdcO>A4U;o`PiuUJwgt| zx`90YiuHvsv^VZw4CjGR{;a+m#SaY6qxg(4w?|eUK=kaNzdGc<*$qGs%5Q%_vj45a z0en1!xqc7^dqI8^2K~qJ?O(oCQnJ%P_#Wj$82m5QUoqp^o$e2L{&auH1pCO=ZLl7p z@3(gSCbuaX;yJ>HO5bgJ)Suh`e#AU~7=8V8LFZe6d_S2m#1Gg%VLtyx*KJVg=lDAM^q3^+2zK z!WoZ6=U=e@0|P!?I&=9M-;XEE?|KK~pnbUL{% z#0K;S&w~*LdqVmSSp|6h-IWURLi;)7^tP$xXAAgS$bi$xtXg{ocF6A#+c`Nl#81%P&d-Ps}AWq$~ z>lwT2z(1rvZsh1Dcg69*Kdeuf-7gjphW?S>IHC2&<>xm;d@sJADu`QcHDbU#Z5ei6 zF)sXar6IIlMDZ12xmOhL5a#>qgt`A=*opWZmlB}%ctjwaFU9f48%t^i_}qs5TBJAL zeWj!GY+vw?sNeBff139z`*Hh?&)fdiV{0^@5943-m?vL-5X#a1kMz*3cr&RNx0fR` zT)Kyq^n?8ojL#T8Lj4_GRT-F&y;|-T`NyN1-D);}^MLo&P(O~IK6A0?zf7P9+drB; z)A_9KOjyq#eT4b?@^H^_ehVpAiOq!1j+tY;KKl-OcBlW7k*LmSw)? z?IkGw+}P*lDHz{kaeIV8-=?<13uwNka_~>6pA4t8$DqGB9@gFwvQNSg-=aJiX6HRw zdn_Nr%Gvp4R?gP933|nDSKJH0eyG1!=JFPc^5Og`@-LyTR~M`KdttxRLOh=18t3LN z>=@1Cf#bm{CmIXaa(*1&mon@9wcQ{O++QTj=jY=MVXHP7FM<6DUu=)?d>YRQ3!l|` zAJ0gs5j`hm{La{JvV!(7e@K|0UpX1CyD8Q2IX@qIGQ+-Tg4zu39|`mGS0@WEsV$10 z3H!q+-^8cdS(8^C<@%fWK`=NfU>fXKAwQC2?Pi#5Y65#i|Hd#o-yhd+m z75o8?moU(a@ewO$_sv*2+b{o5YX9i3zeMXd9N&L(i_CK7CV@TTc|yXFf9xjaFT?D- zC1Hr4+kFrEgZyCaWfDKw_j5_U|7mS#SfRWb_G57T|9P+SDv*hR{7rZ44>8ya$~(n) zn3__AGt5WWA7P&VPO-GvHOpOx`!mAa-cpjEDj3?^@cn|2O=plo#o5dXZAu3c+mPAC{k89HH@}ayMVEXKX6I zB4s_7ug3}V`6%PquDfMseqiq?kBoPwA5xC2f%QDfGowl3i1~+4pkLVjxdPw7%X!=6 z`%rztFkhg)ocr5j$j~3%dHqZ&$C#P!qHHjJpV|3d_=B@%p#Rukrq->TFdqx>w-~Qw z&ir#EcI<-xeIIyWsaoTCpbz~?W?J*=n2Ez+{-X9WV}or1tU%sqFXtT%yzC-dKz~qP zgt>lYNvC8BeG_2)i2Y}+F!}r;c^v33;fikYu3taGc(A=J#GD_5fqv{itH$cDeq+-`yT8WzrWbU(XHmgEgp|vY)RdH zDl&w}UzZFTA9Z{c4EokrY!8H?K8}wt*c<9At55&OB4C*QpGt6PY;>x}+6s989s9o& zVC7vTbrbwE>Pxom^O9lb${{|$^6ZZa`ri9nRa2!-iTfw4>@8*VFIIRih5fVo0TOfn zErz8}ZR@G0o;{N*bcF9?OdK$1EMt)pAndN$Syc0j4aQSTgV1?bE;C(%$hcMTd9L2|) zk4s#*{pMJl`D(Im9KTPe{*|plWSxy$>+o;&>UR_v!?Mp?!=82($NE zSUL9}SN5%mYYEEd=d-V*Ug$mFdlb(H66Whs!ay(TcW&3z5#xI+^7VA?(JxY}zY3s# zw7=ZrD{k!QF`m6=D9AmlpESmxJC6r*o7x&bJr(_54CcQG!+BNA|1&&~)?0+3e_UU% z?^!;Y;S{o0!aV+C*Tt=! zfxpPF+vasWE?>@r{0-XM?KSbsCpcY!^)i(s27iP6zI`Bfn#Gxt$)m@M>?- zel6j@PyZWoWHG$|gY(&K#PV8%^MiZ#o;6+{*6T=5{-NnU>pp%3{l)(Cb2kOld<@~| zA?{4svk@>=XMV%;Wbv)hWyJT14kT(f{9RTRE}+yHMaawtqM7 zuI8!WM35i)e}>&ip9zD0VEcr*KCt@i{5UIT`M0}QFS$$$S`GS$`cmLr_FDh_Nr)fN zehQ}T2~``Y4EloY7dnmc+U?}d_ge~IuUxS(SQX+C9Bys;qLQBzj`d$k+mN=qp!Xw_Jrrj2}8V$<7JrTyIK46e=)3mm_LYKqzBe-sNeVXS_CeV zcVT?k-u+o8HtDJvfIhj1=^+f~3yl87Kz%z5`iAz%>a+brhC8)yANYmxx$n~^RTKCU z-cLpQC^l>QRe=~d%l75sMz0wgpyO`S8G9@$j=9rSwozZ=Yu{_ zd*3$>iMG1{^CRj@sf?rSb6EwjKcufz&hGqi3128j{V$dCUG}cE2J-dTf2plb#r@(^ z@V_XJ(y{lOuf6>S^2PC#Iz@Zm`1OF#&!ukzzs#zw1pP<*EB$1=qT^dxuy5)Q@&Ecq z%J@I>IEAAqt^|+Lk{kQd@1td(N9JDi;-sBzdi1)r%|;qlIKSsXSaPW*W3&C;4aoj zh7S<`pA5*Z9W{9*3 z{nOa~z5bSDK|F%(qA@{5<^gdC@BBsvqDy0@A}U zYybIzdFiL#byxaK@~KcAE$6#nB;<#2JcQxC1oEdMIHmPZd>7CUTrV*k!M^|cqT1qF z6rYbOzPCy4n6nDxh2K|pju9^Zu@meW^`UZ5lfl)mGJO4BIbm}v3BTVnp38vh->6c zOq(*F19#D%)C_T-G%|D#+;5=r0857}ms;Wc9`di|j#hLh$-H z%D?t{ven%ywd}n@LG3#YE3IKKKpvPcsr|lUk4*X#Xdm_UwfuzCi^KK!d`y_nPp^l{ zNIbrKlh0qTN0=)7XVwMs#Yq2a!Csp*?HZ*y49{28%lUf{{2S(DUn2&4MSCX<=i87U zb$Y|=!VLDo`5>gH&S$<~N(VM4d@g0 zN0{q>{gh3o+*MWKeQD$`!}Q*+fH2RW)`u+qvB>>4%zypG`b!w>8|{_hRz@$@hyHPV z^`}jx>}1Y>e34&-VSZ|lS^QL=9hje0SH%58!-SB~9xFxvuZ#3HOpS@%tegh^0^GG38DHpHDukCJpertOx!Q`A-<+i~fOOmj5IS^EtNv zx&IqKiD!FZKM?Kr^Yrqmuk6d<|3awTC#m2{TRf}>seQ!oUI+5yGh%)|hA_{!em4>#m&lLLUr(4PmWu8>A^!;T_aMHsoVmO9$2K@`j`TBJNdB8J=s&ji;bMGh5&f9+Vk~Pdwagi&a`h@xX#c(Vu-xFo9`Q&3bUq$U9hV#^jzl94P z26Y+5{lmB234MYqrFp*Z+cC}aDdU%LfB!8ZY4g3J|GkIsJup{eow+QR&-bNM-J8r} zfj`*(_k+qqYrnqh$l{6bCp0(zUb>IRk3S?0>io6hz`jr)7=Fm`uJPI{NoTqqd|p>Vr^v z>|oa&>DSo(OriAoZksGul<@YY3pU9PKk5njW29eZM%4N7#RhOb2eE9=8CCTGH<-T^ z%9d@+cKsoGA6T596Ur&g{54Xbqu@mK8K!taC}$M7J!qgj$WuIDG7R)0Kjch%t=V_9 z7xIZ=N(Q^MJo<%#eTd^vp;Ef=kF}f%VB~+t-5>55=!G)-6n5O(t=s3rL*>n=y^h6K z9&ft8ykigIm$LMwtx{>C_kG0Y;e>=?e8_)R&c;I+_=WmH7}jSGPP_2V4^{2Ue%e5N|rb7N0?VB*y zZ-%F``YD&)`#2SVJdi({h#^0P{3Z3Ek%^CAC&`mMb$v1r5TcOb99V*f-K&NqqA8wy$ZO!DUpI}yJLbN@jY z;vJ+<`?f@2U6}!wzs}tyiRn!jA)du@od%Z=v$Rs7f5ctPMnqQIjFk_i@pma5q_TNn z2_GNBwEh$7Zs;9$+OCD|j|p`T^t6#tZesU|gt|AT4YSONgz+FhbZ^!-K9QOR@gvHU zFv~9syDs~$^iNJAthdl#Fno%>@4C(Jvg58ucHTiqn9rAb>hChN+jGLLV4>a&XL{ls1NL~p?wmD^&0YrFpHOj`e!B#T(jT;`#%h! z{xhdnopv1s`#}BIZ_qfH;n)oM804qHUPHl82hsnzqW%+xcmv}BhUx#7ga#>#&HSF* z!F%*n|NfJbsJQoV{ub#qXq3r!vq^&d0hKqK3_9WS3+x%~-QZJNhby6VO7S!v!|o$5 z==(>2JdhqET`x0Dhcu8E`ZvNbKID(ldHGY>UCm&AM*TCoJFU;=?)mWk1M8pNj zRb7GKSl&&e-<>ZDYG6H$_Swx)R(FfdQHam6ez#teK6Pt52Kv|@zbAUTIqQ{4nj3R_ z?&cei-S=@BocBh02t)i!-`A}^qBHnCtS{03b&oPX6nbS2#5+ijv0>)HV8wM{Z^$2p zYluGMZZCB=d(Y1Es z4Eog$!}&mL-(>A~i>#;&$fu!xm{h+n`q^Ee+(hN3+Kbn8%{t5WH-x5re)ijF-U9hm z{N8l_f~uaI7ehW4`!|i#)v~^;3-JrmXL_kfF8X6vD983qU-*B!H;3Qn6qcBpb-{yJ;Uj8u*g7^gE1BU5- zxR5Z6zkPk$Kjq~=h<@{NerJ2n3W5I{LirPx|9`ln5z%A5LuYdTLCN5+sXk(`SM&!| z4)#L*V>!ep?QtyWi}}uVQ;&KKgZTvGL-SuBltS)p=lW?eEcu-OzEE~PNJyC5Bg6FG zp3ow4z@VLvpYZic56K_$3(pN;=Qo8tF5h$g?lY46w;p+Y6MAQwa(?wF2;JLz>0Wl; zN!a7%3eUWCJl`s`+z`3*sL5^cM@TPWpbzEGFujK+wA@m&eQn1Iww@AN9-WpEwRb7# zFY2e|X#=e>wLQUqq5KK+_{_>CXI8PVC?6r-uM`pn`!*HNw+zSPc{yIbkLaUv*bl}2 zSpACjSn>eLm(`z5`pfE5K7q9l@<)1EeHJe%C|k}vV9%P zZwY&^Jf}TyL<0C9TyGNQ{WHw$qj#Kw!*lCwn2*ta^^wi7ELf`y_hAY5JKA?p^E$ZC zv`EaKK7@bb{)3R=Ph|fL*O2}*O#9KoJ|`ngDt-Qde?fjQoK55F^I~-6$<2ANzDNDA z)%tsG=={0t{TZR{z-2czf2{y}u@uuo81x_GAHoXs-U+J@{6K$WJ9qxircpN_o+li6 zrFBn#(fLfIr>{iWK!pW^p?&n%eJx}1EQWRf{X_ouJt$BdFyZXagYhy6dJaPW=; z2OTFVDxN3)4Bl6CW?YjhJ6|Lu4DlNBWAMHw6SPl^QK0iLP>%RH`3J&4Kh76}57aGw z{Ntw_%Wn*kdO161@eybb}l3Za zo}iEDKN+U?e^@!UuMu%;z8%;jx}S~XBh2Hekth54PpH)a`$PIhZ5lW#zxM+6e|*AG zC&E7^4$1|8iTX9_mS&F(ndOR`ss8AuX>sxKA+UewCH5B#Q+`)C#`JN=%kHP3f3%0O z@*(?Q$+y9Jxx2VNVFg{{2VqVhVXn_(6}uJ%h8luDrS{gRW?a}K4f}7X-}aMcWLw-H z%=QC><6?z>{EpXv|HATdUz>_NgH&OCg8qpxpAW{HPx&9 z{F@LNrj;{S6#pW>Cfu4}FvjIF%ul#paaa(hGd2I1N;S3b7EXQ_qa@e&4o z5uXne5{7uK*T3cRtMR-DD~I_G`OoUd62AyT|EPb2;r(eGA7Q@UcYIbf<>~Y7s_8Vo zi5<^>52||(`70dH#6H54YwqfS{t!+YIA~gPF<*~3P0y?KdNY&jr_;*Whf6(IfW7P% z(@z-WhyICSdOt!)80LGNzX`MZ6GErfVDG*{XW%c|x3it#M#APPJOqci3Z@6BLgThW!uZ2Vou`3xp$H%MLK({$3zlYGEJv491W2GEDCk2nqA} zOA!B2CBWq{_&d}G;d3MH`kINbej)sFSjP01=V5(@{GSw3_sqOk3-_OsC9T%gRX9U^ z)R)N$8pq0pKjZp6x#{!O|27nH|4vw@knDZRiXm@SHLv0G@@{W~#tJ)_zcJn+4E(};F)NRy{#kiG>7UED zevw1=cLo0?ey>qTn9sMaJ#^ip7FU9P4i)PMVc;M7FNWv-KkP*MPUW2ct|R=$Wp4H1 z>qA%P7mW{d4}pH-cwA?$JeXzMkNZ2pkNh8=V#P$h8|EQlc3~ujP(X<)lX)GS!4C`l?;>)ipR+IkCxR4N?=`8v` za`E|e;f!C(V;^L|{30d3ugx&%_e%U8%OM^!`WHjK3-yJ*hw}1dy@CoQL>4UZ@~85ul*dBnJ;>u-Al|r!qEPde=)Q_{9g>EX#Z3n=tFxU4Dnby z4E`F&$I4?^{|$fiwZfl3eH`B`BRgkrsgFP}eoq+2gYo9f`r>VSYyc$uRqV?xMbiW!85US-yMjipOhejTXXug7TYN z*SkmI!fY5X;RgNNCUR1IKA)#`;8?<$s&zz=h= zdBI=8muF2Tuka64}c-8h>8*)l? zJ{#pj803%iczxLZsw_91>#KL|Zhwnw3qYSyUOs2*vWM>vhW3#^K0nu%zv^kW`etd?f`Nxn5J?l-6{gz=;Q@KXpMr>x=5^EG~*-^J{oa0T=O z`R8}pC}v&7c|PCz-P?Hj_|6EvpF$Y?8IITAFd`!KoGpxxuyND~%V&*ze)8Y)Tj9!- zFgZ_FzN2ua_VuYi5BBGOtZL6z?^Dj6)64`G!B zk|-aBmrAT|SAIldP1k^ux3rw!rgOLTV4<1GI0#zz^gv>(7tm$?98^KVz8b zE5l4b+4q?wkA>+MX16@}#r?}7pZiv3<#T}_XfK38-;lqHZbv@1J9m}yJ8(v|;YZC^ zfRUep-+st8k5l3}XnEdmN1r_~U!uJStqw^|s_g;#wq87bh8sxV2`dKDc!JjEMfl$9 z4E_o2g)q-=2kqM2*JNEdJFh7WdK~8Iw4{O0_rbdNj628b1OIWpCJg__gZ@9*vow5C znmouG=?_ky75s6*W~D&FixnPhoAtC5;%&4C!rcBAFS+z&NvSXF-%J;eXL0&r(@nS4 zVf<)ci}O^Dn%=hreMI_~SXmVOA6M5MSM&G(+j~$}WkjVSr9PC%h>(%)Ekssk5m{N0 zA`}fPq_T=s3Rz7F8L2d+GLn&~$Vf)Q?{)9%bHfAD{5k3$)rbA=b{O&*{kHYtyb<$%s?YAnI5PZ*A=HP!Y z{~-+V0{KB0?3M5b!)V=G@3{S}-TwGwx6Utlyj+`FuV%VR1M*Acm-iOese6iE1AW-u z`{MhBx`uI}U%Fy?3G?-Zcfs}Esnrdj|C6yCG2|o0?Qk;PAE5dW&r!b!!~51W9<}#o zxYS)Peex5yABXZ^chc&Ev!4dsM?(7|4El!stt*^+qp!jTzF)lFWn070Yg^g-)s7n` z-A=j}V+`jjSbu}tn!#75p9Oy5`6OZR-)KJ@7Cck=7>B<=<>wmEZ|u(}^2UzD0b8Xa;UD1P=SW!Mn9T3CSo*NEupRCsCBCo6 z>&Ho9{?7V4Acgr1>(5DIcH8!#-+FB^ty{Hd}-=)hxXW@e%p6xwv_8qxm3+XH@?Bp|Jb(E>MnmOP|xi_jj#0 zzZquo*kTYOS7+7@_)ql_bNli2khGILtpNL7;_ojU33Gk&ZBb|_pK1yB|8RZ1Rld)c zf$--ohiE;?Fgu^!nt0&P%*VZWy!JCp`qn(T5bO=*>o+#9hnMg($RG22zsn{{mj%xu zUqgHFyPO=ac_|&@^>{J=8FrO0ZHqxZ81MYM_jnueUo7Y^>YKkw(fXM-8(}=c>(4k( zFnZr%FH!pz6OA`0M+m0|kcg3-&qcV?LTYpM_TrBGj3|0{?e0bBFTYNT(0exm&l27N^S69#)m z{ssi+MJ>`upBwp9|>3F>uuR9?tI=nv@&T2fp&;F;+EUobuq=JE|%F57=dX*U=T`4O~UNA}6d z6`&u4?_~GcvsVe`kMTSRF|3!VKg2v=49YWp<-YWz(rX%j_iDk*cPfkd`eFAaYilhf zE582NWBkW)e7Xn71NpJXI(PMOU{kt9U8RG!_W0D^pE|8$+`LVay<#(?;wA|wtW7$+U)}95AuUBKmR8T_ZhK& z!aUxG9jG~=Hc7PKf#+ikzoB>%R?BgZ_%YUveZ2|G$L#zjx!Ke=o;R;qh6%cP&1`1^!>1{$J8@fBcgzKQ`$>d#r!p=gq;n7AbHZg6pG$ zJw~`s?j|esnD|Q=_>b}m*L@jTrMwu{KgiGUh(oIcM|S`}u)jn9^^$P1J_GN|qCFmR zo^$+k@hz^OhvpS3zcdt`4`Ta6ZaGoXE_-F^y#q(WJik8_bYZbduNex=UmUt^HZQHa z==(yX=kTdrsdY}0a95DL-h&M`^Aot zbq2u+D{q2-))V(n7}}%05eEN){3HzX!+eI7zaf4w%+=9nD0hixhIvA z_XXyI@`|4Ld$+_zH~HDr{+PV%m7BfJ@%V5|xpK~J3v)FO(#PYnzgG5%wgGz3zZ_qY zy#8~%3i!KrnCsJV-@QUxD_fapDnHRHEb_%CGxq(h?QIE47cuq)w{R=Qt~cIXNH;rvbx-BXq-%!c`(ya)q-aXiAX9zgv+xy7pV zNk7P@XXjf!)r|{|)Oo zlow&}N9{0-kL_cpP4#MM7!CcSzQ?ZY5@+}22gDmHN36{9)!5>Y4im~e<>);FN5YV= zU_6NZmXedWrX#dRe{$OV!FgCHKFzMqlU(DRLUDP)s4pEJoT7OorB1MU~#_;FhK9j7`^f%UNXdqYRUoL_`t z{Y~{p6u#G-UIa%pNj7LQ2m`H={B!iVE%-kS|9Lt@`d#o z(iitWC#CT;0N}9)-=R%+zLPVeum23Zatpf-G!fj#~c23-LZBj ze6NM_jGv(Y=#}~;_C3C1d~lDWE{lC(e`bc*Ul4|TrC&Q7N%4!73u*tFVS3+&_s8y+ zu>M(mX7#(#eBhx4xijxo7Mm)=dKdlWxeTHI@R7P<&bZ(6$;Frk^+>E1_XA3|0AOEq(x6F)>ZQRut|l_RU22k z!~PHYCx&N{e@XiIXUMNvJGlOwmpofKebgQJ{}0sv^EE%1>Ub;bWs=L3-a&MnOnVH z|54%V>&vp8(vkyHVZDR)cG)wi=lkbna6bd<6NdZp*#Bkk>=z4yqCvlLJx3VsN8)}P zVaO*jUJ?fTNBd^w2iSN;-ZthgR_yy!$17ud`_A$gy^n(9T?xMT=i1y!+`n86>OZSY zHWc>nP@fp4_fs7SgMY&IS1+3<*w%i9_Y@FcldI4>R#gY@<>LIV_3<75&vPi$$Mq6n zh^J@|gkimo^1N0aD%<~QI^-j0Ki9q=Q8&6c4(x}@Tkie7zT6w)GnS|7b@}4_?g#Xb z`$2?ZJ%Rj4?O(XYcY!sRM{4b-NRQE~Fh1IUYUB6AhmNPHT&DgB^Zh|qoQ+Y?G$JT`2y~@5eEH4eq?wa={j5@p5LF%*m&yo=cSoo zzsL`UA29r~_^9qHb8b(WMm^KARv%KaFZ!Y@+_JZSOZBl!_ zNiq`rE%GaCU!zR4*FuPoIDXde>}MyxtpIw^9M#3Rc-nl&bD&?izR$ifwa57)S@!+CWA?X+!!Pe|g!LuncQ+>A*btrm zAJB*6-kkqf4jY=X-NG1;ou*TpA26n`f_zWh6Lr8NSD+6a?ShotR1`q{2|IOH(Rx` za_3%<7s@;LZ>Y(J{Ixuvy5sFwI;UGYZJaFH-$s7j^{-QQ?6?==J?cAQ zx!W}UJ;~;~zWXFW-nd_PPgly=Grb?si~4qN*p?DiJ7w74Bb?j#*u)_U@@*XNzGiCr z`TWsPAL-4L_jA$DD+2pKe&h|jxI^0PFYpiB=LHRraX#4{{1fUAVHlt4V>#GIyZYdt zk^gzsQw#rIiBkDP^yf9%O&8vff%Q1bJMZ5>os#X2;NPe}#Nf}c{R1tz$u7dpaGwp! z3wEs0k=6YN`7gFF$O!#rHF_yOFDQ69V@}7ZR}@*iET~&~y>?JJ=ri)S&_Tc7kLbsI zy;A7#Jw`!g2)}P$xOj8o_E(zn8st9-!+k#FA7R)p!0`)%=VWHwsD$-6^0P2DENlCH zBhV+5A7S=hf@5L*%Br3zqVsm52Qlyy?X9peYT#J&E!;#H{ zm+Q6g`$$Ede(hY{w^hEJ_+K>mi{<#!cldqUB4Nsw@oVmK`zrGNQ?krE8uZmjY`=sd zAII^FTBS;B`W3+!s5rl3kFfa)R!ux#D-OHTIjMUn=mW<4;>W@|_1=%5KaAIe`TD9v zBEU)CO7uM(mJ{ajwZv{&)9JOM?~71>N)|RQUE{l)+cRM}9i#FCTPu&2%fon>FP1dT zdi1Z{pYM;Bv_{u;z5E~S9~p}0M;N|;M|)=F$4QkrQ>Y)0a-Sva?0NwBNBvi%J62kW-fu^H zDbo$?d12NLo}WBcJy)i;PfL!)&&LV9FD&+11K-bM{qi37zP`LBg!2H*x5`~x%l0J+ zxjf5vpSUe4bO(BHyoy2A83uxIkT3G5V$k`I3(v&z`v?{Lx=j9gDG~gcvv__CACs8S z7Q=jSJSvCyfb=lT?o+Y$%)hbn3gTx)ti*!j2j;>2kzW;;|D-z??1p?C*MEfJyc_w) z@VE9D?nBW0uswY5Lbz(>;W%goK8$=7A7Ibdqfe@4{Mzt#ixfK_erkHv{L-bd++Pp|e}VjdYCrpNuYJ2f zUfADLH_xb5Lo7kwsPBYfy@U0iskz(tH+TRT>p$x;@#>t~K+r$r|Ff%&?qTuofIghh zv#%Ca6MyGIet`UXt~0iKz->LgK6sv_SrStv`X0SrEKkDF-;K5y@>T4gmA@ujB`>+H z_w;MvKarlQ>7T8;T}lA?;rN94`B>GwKNTJC&Vli$+(#v%zP<|bC2IeCe2?EfnjwF{ zcvXcM^cDSgRds)-K0c!N5wZP?!>eBZto_dUQEgCYKjel5yb_0b*~ zruUf~3CqNizOr&A|LXdJo%jFvfORAPUv56XUF-7-;1BA@%L@BBBaXjTVf%|OzZvAE zt=$0nHCN0(!Z3cnwix1>L0b&*8uKq!pPe@`O#k=e$ogmNd%|FU$PdCmFVTneaC?5` ze`3>_L5m-4v^!{h|O zZ`7wZ<}=RK{x*R18|nvPSYIH&-fYzC;~L)x`j7b?Verq?9?KzrLixYhIp;sGUIHk` z`49$sq5AuS`*-bd2k;;<|K1>mc#iyIcmc`t&81A)-!V!MZ?V6cMUmUa`GkQzpgu6n z^81?gmriPFuZ8*H{A+?o8P=*D2l|meH4jZLTzzN7^P8G)BZE3fx3wTE^3~lFlYw7&KZ!8tKkDn-OVhQ(&1QprV*W{(&;M;% z-<7pi$uJ($SL@iPW9o5v9*=8X4&2r;a|Zd^ipQ(nx@(1NTpu0}-)(5d?*^Rvf=SKD1kh>0P0Jl=u4&G5hDv z90}`3q_58E^4`E0efVAj$E%y&V()iy9_SP5OWph(r?wwd;PzElu&~?0{Q2NN9L4k# z2K~VOD2ADTBnj?8zpvg!b>fv%A>4i%yy^=& zN+odpZwTJs>&^iotp9O-4afe3dUWfmmQV9(c<3-=;-TkY{}09VH?)kg3-ff~_DLA@ z2lbJ#3_CAvX!Z7#^@`%>mmd;ZI*$8#4)h!K|3i|#_Tv?15U-HmA6^yDsz0?F><#%# z81fa=pN|s7pDSNf!+Ve@Kf;jj6IL7*G2L?ne_!aMV$M(7gUf*5=pR0+xo-6zAleT` zdOr^Bm!G)&H?1C4!44^&I-}GfrX_e6)z^EVJWZo52^j8D>Liv3& zoOU*TSLXl9$1n3Q7My^5h3W^^1|D?PhI|hF%{RhqKa()$cXRonlr28_P#?$t-lL=P zRQroOzJBk2^LVAgc*rks{O{Y$UFtq`fqWe2^Zj^-^af{7cu$6KvU01Gb}xu;$lvc* zotj_GTnGLD=_4#d?>RdX270J}tPkfMs6XG!)>=s1^5FX?-#_Z+Ri3j4exUvk=JDi5 zzr1fvLBtel-6vhry}-;Y7h7b}jt3HpuvW0?Mr&hdwh<)ZA=VxW)u zLk#g4`A6k^zN|j`e)Pw}EY;D29Qb=GKh`{$U{V)f}gOGj3|kI{$yfxWaFkFOtC`#ChfpM5*a9{Vp?!ISv?b6xP9 zvcgrR@rf6J(#omz=H($$hj#PcBx`f#%ycE$fs zaHMi*-=|$U`~Hc_;r;~PZ)f${ega|82c)-ULH98}$IO&^lRmc`otCifz#R7fYL0~E zPSAW>iYs)7mHzL1;yMt!+96-ztwBRHWSkV zxZjQZZVi>5ofOPe|j~x>>j5F`h@-cas9FQ zmz*T{W7Idokk25!472?@hMB+l6S8m5uHlWKuQ=YHGo5y=@>mA<@sPehFFJOteRdM^ zALP$plLUh)2cIe!lm7gTbd%l`IvU2q{E{%|7h!ns82tfZo)7)KEB8UyZ8yvp*O&kL z&bhBr8_50Bzgg>UdiBkQ??1%;O(0=0KV4VtxuFH}4dT3zlR1 zQv%7rQ_`=}MgKP__9p_#*T;izTTFxbiTNdv(lqmRx7`i#6X}sU5?nbc{u=y$ka)fV zsp6JLdM^1eA1eR$!sV~NXn$OMo*|Gz4EbZba+V(mq$kcYu6wBg`=MAaeKfj9@N3cf zP3*q~G8Q(U`fnBeKNr#`v*y3l+x5-RKaMZ6E_93Z>@T2?$REP&K7fEQ%eMqFDOYBt zXg-B}5&0qWZp{*xh;SHBe7{3L82ZEc%Y3~sMnh6Zp5D6=$V!&VzvU~KL+#_=c5$x z=Jxy7V_-iQ$5T2w@5{-!_h666Z>87~e^q~;VflrCFuW&0^>565|7XlU@b@@BrP57L zN;IS3|6izmwa$f^Pqzboqs8wN)Xc3#3T(2MPr6)FPzR*T*@6R(#9%4!>S zx}I3b@)v=!QzwrF-U65p(xbfeZNIbI7P0Sd1j@d7<3=tNz2ArQsm!Z5*yW=H+aDFE zWM)QIUpIyKsIY&A={-wU4*DtfPp}YvS`pqaR<%Ekr&>|*d*7~0Fur(wCs1?SKCW!& zaZaz=`B9%zG9}n~ia_mUVU%#N=>H~>9<@f7PERE)LBGW7NdaMqmna{?ARpw1dbiIS z6FVt@z7U>&+b zJG@rnR9g)B{I<3j{IhvGY=qy#3#dQHf6$%?gFTA`pU-lVDmwGV10x9Vg1p2 zsH{Evevx4~zo7Y550Z=5G6R2vxWj-Q&1YmvfFH=O4%4TG+9w&X^Cdw?$IMF)>r>eN zj-aD^lJUKQfna~)e34^Xe+V=Nx^4G;s15y#Z zTmbw)|4114hxBN=8Ep=Zxeoln{s=>Tv}cCt`&|LU^#2+HO%Gv6*2W4xU(K`_^Cv}~ z3g?J_o!*X3{Vd-b{GUK9FT!xXh~p84^IFt5!Ytnvbe8_-5Pt|4`c3WGxuwRGr(tdJmf70eVu>QmOcJDFM*HK$^ ze-ZsDVaP|@VK`qF@9zj$`5RnsF%0&D`bOpKJcO4s|I&SStWU7rZ`jZ3FP<-9$gjlr zsRazz5&sDTeW+ioobFQzy01DMZuxl;=sVhL_fW&x5pjNOeI@9=f7Zv0ZCYSoRDNdQ z{Iesh6luR(&|{&M$Kn(oEKvIo_g{12@5X(J;=YF1`mcf z#g+p7?J&$A<8x0z-1)sD|E@xfdK*gVL{Iev{-QnhUTT&tJh+SP&kK6* z+;ZknvnW5t`S;!*`}>u!fb+BWIs0f`<2;Zb^?$BpyKkcC|EQ6ly|bdmw&)5W-XcAH zZ2k`J^kWR?cb}=6i4K_+us??S$uR9l3;Hbb*?D?&Z`hy4@%ya(;m|*D3cN3k{3ZqfPZ=@wE5o#& z7Z7IWhXTC@^BIZ>t3f_EU;QByD~`=x3;UC3Px_%ldl+>w;QZ4sjB2n-D?BF3kQ{=W_L3&T@OC(mpg2lQBq?bonEcTMT^FR&ko;}Zt|j{O_f?>>6h zCm8e_=Vz3@{N4Ad=@8$rzR~TmnHS~!cz$K{eQeBy9a);=sNA^kx8yxeYA`?Sub+q7 zZHLG;N+%iiUl6G3><|4>dB8l|ZsyZKo~Td#PN+nlkFEm!KzZ~_ANa;|Ydz>2<`ey% zDBqntcOUFupuG`h=O2Rpz1H`&9Nz)<2M3Gi+y8Nl(&m#w;2+M%WWWPsrxqoJI_jS= z#Al2@CXo+%{x~eUZ;$!i0M{#D=Q{P`_A(&YcC}PyRO3X*_c1;YhW&o*-|Xq;bJCqB!g&bNWA>{wW#Wz7@V+_Df8ep^0I#dJ zrAo;^5e9i6zs-AYO;~b&2*?-p&wN1U$Kgxgu>ao_m=Ce5ZP^UAz~7*L{CD;1nvElOKsoa7zmo7H zkNRy<8%Fg9&B{5q^65^s0mnCI7njy0AC&oc!5LHY*WSRK`4zUcqeaQs0J z){Ja=dj#&+V)@|r&#&y9D0&YL`Dv-`Y$|bgI$$if9J^|DahB-51eK4ic+@>J3;YF@ zPqB(y_3gfD9O|7G|c@sBY0f8+;Yo(~RDA8@ilAOrCX=Rd?SZgocdMc^0O(-6CV zGlvQ~as6hP#rGkr({(>KFJ$}qf+02eS-ozXLcB)$toxMKOZEzc_r#EX>lMz6zb+7h zy&}DYLB3SqcTwz<b{nl6XH*V12Zw%ZT|_JU_QCF34~>eG~K>^vh{;< z&usSpRDz)wo$Um}MfY=%U&AE)o%;0c$=7=f)Bd(#*rM5mSx=;3JdA(C!VFd=`Fw@@ zpXl$09og~w*BJqnqdgBRbRX6tvm4$!!umFQI&E{_EPAgN?Sn96vp7G(u>X(pWaS0_ z4^JX_P&uscQ9i6b-G3L@95z>8f3l4GU&8RcH_FQ<-lEmL@G7?tn_pAhFBypbkDTa1 z4E#p>7`{BKyR6v>sS<`)Bzg_p>%#4OIAXA0q@OT+uY>dr_xYZDV)%HT4-#hQL4x78 z4YXTqc5!_i{;%IUn=PH8KlFDaY!BytjyF?Or2a-Y&p43x&KL9p#~b0MnNdCBKBtE; z%!kU)x75_x>}2ov3PvD?^EaF?!%Y7OL;onxk<}OHZ~ZPhZ$SMT`Jv2P;rT6~5A#jJ zuz!r@qfCb{|McY-tUqx6qgJP^HH*lHc-0=W{l8HM2S#5!Pz3%Q*SDj-YCWk_>CVmv z1*4^Q?Jn;o`hQ~VfAq{t$BX=ys1GOlM$ezxbKsLvawV+XbKd0C>n-elieU76tIFzJ zHQ+bOe~d%b);*z9VZDO%*bU76?~#Q9mk+}%f3vf2owD_!tqgt7BCs2NB)8v7IcaIu zet1RYlcd`U-6Rf({iB`mrc2P*#jU?KaJ&-B55`(sg&beE z0_KDB9Xsh%q|Tdp@ckpolQ26!7K|+jis;;+3Hd@FG5rkF{V!I|_czB$HQOh@jN$Qf z+}N%E0vGHBeM5eZkGgqxxw97dOT-hD=LbKo34r|&9DjnjV3fCi9jw35z9vjOdB|X- z7WjMg4}|%8pOv%yzzI$h<`+J?1NEu@dyP7;T8d!(ivDH-V)>86pNVEGS1OfV1b>JA zYT}8;sM$yVC+~?*x{s;ftIhrOB;kxh4w*B7Ues@fnLabj_&e$Nw_El9GGV_E*V~hd zgO7d9+yegCRLoDp;B9ey!XST~FRM@gpDCF9Kt|(u{C2QsoZsYs8P{h$>I3{o?9e&s z!};*OJpMS0GTPs_wFUGC?U`Y=UrLy-KOAOcbr|{k1LSKs{*;N0`#zTs27AVMFvWR` zut<2rQTM>x+S zTw~a$hp|1+7X^)qiB5BWgFcKG^I!P(#M}Lc)xaLmUI@c{u{|qi`Gb>zy{DbtBbYDN zC(O2zGB(PT*n=nwhj^gUqSB?-}abZ_zagn^%E?+h=a^(bMm z7wpe@s^N}XlXYP~6!n=f^pE^?o>6+tslpoaRg{8#%9Uu1teq#Sqx7^iFdmy3WLGz#LXHa%|=_#-esNNf_?iBfW&-JQ3-e zHa|LR?Zy^Z@8bNXh1FYnO_Pv#EG54GCSbTg!bHqphVzNPgke30`pq!C-^kkY{BYWj zYnF4jir(Ku{<3Trx6f_d>8q_%IQ7;D~J7LoR71HbOrPk=RY%Ivi-!@`*^-MGxo@+Gedhz_n`h= zS2|v4+AR8iHOAHsw5Pj>k0#^c*;pKJ}=Nse-*_XwbY1>Z~JeCK3r^R9iSA+QhT>=b5F>1umE}B{0W0TBLCd}lqKs2ubk`NJ^FR~csK(F;DDYUpS^4c_m^{ulO0^I82<0_+9(xp13< zyHBn@tj96GUNq^lwfeP6z{nrMVDE$v{wcldXTkl)qF-h{dcD2DKG6RY=K1vEUQKJ? zE`6XrjQG1avvZiI#xHgsOh6dsgY+!EvBhg=%q$*12*Y_W>gN*cgVr`FGa+Bl74vt= z+^o2r`)_7uE-f&IBl>xZ0}-ooe0Fx~GJxa&4Qd9qF(yc_b9FvL&P z7x(dZ^&gGbi2gqu?;{X~a*SVu;rkLCZ|Pav*n_Wrf&Qbs zmsU-iY;)ieKaXaZ?e7uh=O0V!owA~{#)3b<{cyrOKU${U>D=~32~t9$k1+5L`AwMT zlgsADUVQpc^qw^G(=#pZw~d_)?{E30;UlYEyMex8JR}VIfc#n>RynVFt^<58N%-*F zy)T9aD$@7sg5~M1N#5NSK>mXIKp4(9FyCgFz84d$7?G+p$odG#6aD#$aW2OwXh&+BLYeW#Fx z+~0WpJv=TwV*&g>0*<$GR7K{OdGi(4;`e=ml?hc7Oh+fd|AkQbh2B1oly1R!Ch~vP z@KEKIaYJE!f%Fgt`LxF@pI&t~eMA>4D;N*;Yt@Y*&A#SOVLrGYO&I2b_eThWzT@x2m3(&vvPW0MX*7tY|JsCsC|F2 zKO+qKYtR;Rd!usL-$HvJ%S4#MArWf3bXHgonw8KnGaQqP#b$ zd#LC9R)+bYer$^G@oz_MHel?3Q@LvS_vOW~-;Ms+M@xT5`p!?>zx!w_OqA1Cg8c>Y zeMQ;>HP=)MrIFdi_>?!RpbP26~~>rcKu-tunaAUWk?$d|Bx!r(t~zFV4wugzvh z@%{NNf11?v*6)S$9Q3EY{|#NU_o9HkHze>~X1CbIM;rK!{Pc}T^zs_>Qg#XP-?!q~ znrp6OAV0wIww}nZ?WmCr@eJj&^=j*s)yW&-`&lgabB*2cxZ57+596I*fbq@`zV`gS zm%m2kK!wRNz;CoC!jLZz9%robNYNA4ODOMc>ek`wAz59j`;km^*Sqr|UgCUr*TxMid)C75tL&L5cPm!mHv8UEuxIUs$eLnx9^d!uUJSPb z=Rtml^51iBc>0%VL->B`o~qp${&@xv-v^5MLm2XDls7A1!P;YerK3deo{xQ38vc#~ z`JjG=^z-=CylXw&hem#cjFl{!op=%AH{oMxo2BIE!2L$lmykH2r%dq%h;L)X;}eGS zfAp_};k*L#CBk5z=${y7`8%u6&M!l1jD_iPJ)r)7*gs+VKWzb(gTKW5gJJqV6jl!U zMdM+6h~Fqrst@#`{e@m!J>0ipA3u*|nC;hwW(_tlO1ljDg7y}s{W|&coh^{RV}3~( z?#EI24a@wmu2OJ*hVl!0|5s;Vsv^WA^uL7RJ_YJW*r%F5wO_V?|D*bdVgBf!!hW3X zdAgT3?3W_Fdu3E!sjhhj`eh{M4`EoZp?vm^67IG3Vw!z8||kMk?RxmIusllDL1uJbn?DcclIZgMY*Mu=-5@Svkwk_n#m8-c)O{ z;uVPi?4NMBgnnBr@s8xT|HdE1Pu)$yUm}0^{~70IZ{yGJ+aBn9;MpaUOvvZZA2B=` zzdsNV27Vy_2}6I#Z&n^o{U4a|Xl~J=Mu~mI{{x8zuD55shy5bt=RvbIP6q4NfIr6e zg!%q5!}Q*UfYoQ`*9QmrbZ@n50RM^nI%t10=Cz~f{&hRd^HVAZe}nT6H`VU{qi#Or zcj$k@ZEX7K8?>#7WLWQ#>$%4u-s1gXhLg$O2`fYr{|Uo>CDO<6W#T8R&(;ToA$}u2j^y>M ze!24qhg@Kca8u?dzc~VE>rE z5C(rk^|2i4WB(D`Z`K}Ye8Kr25o$F=cgqu4A0WSuzFTtk!u6TZ9`%bb=x;mB&(9;Z zzGj9zoecg7{Sje^H^|ROoe2_2|9L@v*dDX}rO4q!7GE1M3-Sr1H*$uZS?22v>K7P3 z?w`@4qv*XyYJdK!@1$j-`~&3~d3|c9N3qoquhHKV=H~?rd(-?QbKD~DnpZ=AxE>+Q z=Svvk3GypSZ%5I?pG&|#2v2{nT-Ow!YRT}b`!@L*??7KrUQvOM z`)e3aPpsdB!5<<&3G?w;IlZ4Eh_?7>8sA|Q&$pxJ$zQJSZU**(;}M4SEYcUf$Rc9I z&R0C&iay!eNjh8&{0-HwPPX!KNCp4V8|gs|`h)z7rgFC4XPEwA5#>pBv@NFk8Q!(D8eAr>-maCxm%EcfvCI)T4>xxqhA)G2vi{{2GWS zI6h%$Pk8>PjRCuFDW9eF`3c03f1o`P27aS`FwFcn!}LC^fH3eM=Xc_IO|YD%C(MuL zbHgO_$PpX$zr>#tcPy@5yE&_`h@+REO~Lw zLfI7PL;rJXfz7?HTSfnugzZo53D>Uvbrtr*u>Pq-`BtAchr;~D->(Y@gMOgASUEfI zI+d|zsDjf{o{z<>$WJ@nVH5aEwAa`UQkk>Yp96ii6zdaVuovWCtjAO@l`3<-o;vMs zzU_|Aa&FJ3cXhQatk42~jr=+@$EnY=Mr+Vd++QRN_JR2nE1yjCp1Bk@@2bT{_W!|x zxX}hxWuwmT>3+BpA6vzQTaeikXUvgI-J00l3e3dZh3+mt5%HoazA&xK~Dkn_; z$1I?7&?nS~cx%CbTVHmD{cg0sc$=4Hw%?wz_gw_>Beo5XR~!Z7V|hZC8_$)b-obqr z!pl3YDk|8(?Ip46Q$?L0rTjcF(IKOA|5qP5zY@LG*5CgX0p|e*Vty0m^biJlqI_66 zeg7(8cpC8|(f59(V4BkZ`u8`?IWF}A;w}2~M8fC)A7=Z>R1W?Z`I}fd$Dy0M8~cA4 z!MQ0JdRrc=a(!U<0rf{1_OFoMbEp36FkG(zs&z3kV!Sy?- zznsJ2=HGB%2iqsh?ogAETmbw=c_zy>ja5j!1^bz3@5wct9vCKG2K`5UJ8!Ul+@UfJ z;1||EKiJU3{OVS2U+3**O@v*9z+bBGG$>(i{}9Md(caF#QP3&U83*OKze$+yS6z^* zevzOO0Qm>b=YqzFQA;zg!uaU_3Cqy?7Xrfk{u!&!{O<+b3#oq%ukrlzLV5LrU1!&E zeqWUOG{iV|7u**>{l920e<5^r7q0&o;};xtOB@L6FDfU@&eN$J@(rwtp z7}meYzZC5yLnVT~^7U?tY0j8Vn?(P=i2NrE@f-aIVaRWA{lzfL_fpDhH+FpZ7wjG9 zoAUl|=Ej0=d_8(eV(?J!kS$;j=zlJ0zIBUt(E*I}A1zuTuo`#nhC)tDE)txD_oe(KdnudXQih`z7J_;B^>xTLA(`}zIftF4<>?^?D5 z^naFE9)x8VNepd^!GGd>s2uo*`gBcMc&l@>IhWV9u4^+(qDA|$NYAyMnkzr(6@fk= zzpw3k@Fv-|1n9x_6JfANv=73ZU#y(*i!j(X^%pOB(qf2ss!xmJ+7 zYID^|*bhW{Qf*t0hpf8_`6}9f>O8-+yBT%hf3Ux_9%Xi260P}qCavd|Z891y;IFZL z+Vqv-bIZfwds5^_+Gc~9F@L+m{vXOS?bOCiT^wy-y@K;eJ8ihEt5>f4J68T>P^bI* zMc->Xi20j_nCGAAG5@A4xqctY(f_39g!~)7yOrnr42M(y3|A6;gyH@N(v$u)F|)ql zF5eGNfB$;oE_q8XpNw3?4+R#px&CG}e0;Tc(PPN}alV;auYA|$OaXgEob^nySY@;5 zy*->CVfKG1g6kb`8F>flgS{Aw=SP_PpX;lRtyfgfkSeAAuGe)nG~4nA&fCylvo#WT zZrZ*E{1@)GWdCaHldYQrY}ZHa>bMg#8UXk01>Bxv6-3!r-qk-(}?s zh(E0SBk?K_bW-&x@JA@0oVBVJ9X}o8@hRt2_+FLG_aPrd z{@?6+!01fb2!22AX4R~|dAZ#M!}d=gqAHc>a@%nESWfh8L?h<$MBvi1`{} zC`bM=%=YK+DE-p@D7y~y3-i}I(`SB)efSOX8?^5`=Ui=F3wNCCsbs?Wae|ztyRP8Id9UxzN z_SGuv`|kUP2L4xjGYsT~RZpx>zfd0UeoJ-^xn^kclr zySZn?^3hY+dm)0n$0b91U0ewM2kFmyv7_i~e2pqwFXX*6o^B=S0rrOUK9KFC;;WI* z{Q+UfU(sJaur^elcxJmAqvwIo*ah9p7Qy~8@;ARj!nP!3V^vccFMnCAwt4zQDbWrh z`~-wS9%tKPke7E`4Dki^gSC&O{D8H0C4a!myU~6yVTcbXe}-8;%<3N?eiG*XmoV)2 z;(YTX@9ZxOX@>J9^dI>R{r^iHqYvlnG+)GEf2f}YQ|{WIcw!IpLHQ8|c~W`Q`kE4x zWnfQep9P2^exUvlmSW!n6g-#Qvb}jT=o`wv;8oU0qw2Q`?EJFe&rhSndm~^yi2WDJ z9Q>%@x)S2?2r)kyo=NsjSdHBmBMkdfs2_y+_XvdHyaUH)csA*Cp=!YDd3%O}KGOJz z!G97q%uRk9EBf9Y`B#V-&ihb*AG#gQeOd1Y_tCNchdy$HPE0od`$l>gX7YQu`+1p+ zb}P4MhMh@X4})ti7|r_3_fH-^v)*j_)F1xe2latrWj5aX%U#^-Meo02{#c~h@?T6z z5X5hkZ;`WN$gbo9I1fboC`vuzc6plU{2R|7ijQ2WG;!|$_B=q$Z-zZ7e6zv7&%Oi!5wpf9Mu#h>ol z7Y!?e|C2{~lq?=%o$}%@ji;r1Hm|Crn!YPLA*AJU%&mMR0yR z-~VQq`S0>A(K+uYrpTtAr#|@sS&-aVVKPc7~d^-;Ih4LlL`BkAA`nf@S800Hx ze+;wxoeVSo#xT3@S<$EW{#s23z81UYU%M&on&a<9nmelC1IHkOm)_V-QQ$E4)LN?yNU8`THi|#+;eWGWG zL7#Cx&($UjKDU_v|Eb{l8qI3;CnF%AKzg4aFHv=#_#E1!|E-!eYq|9;7sc)*kE(|{ zHbVzjL4Om)_DUH3&lU4U!f^hH?+38@Yl*)M)BiOI2=jdJg?yv&hSHP3fAkkG3_5JD z8+8oUGdAM!2m^o7AH7JJ_2;ge4){l$U$wgA)xG8;;d=qpN5YWr;(V&t7aW#W34;AY z)UWDWX6b&RqW`}o{3@?8$?iJWhw4u?D_+eP?MLDMA7O~+$S=a+k5C_~;q}FTu9skc z1^as`wb^u%Z<+i%`aXg%(1-FN4EliceJQ=}j{aQ>zTf+D;R~k-1%Wfy|`ysE~8Y6WyMgQN9{C~A< zlybE}3g{!+)2s6v4rnZY&-W)@+btU>m$3u*f%1R7tkdJT2l9M<|2nTZxEm{KqL|3)0|?bIuAm06ds{|E#BkRNrcHa5J{EP?lLaQwP#?UDDqMDHD=JPE^k1N*PvsuN%g z|A#40^Q(Ur5Hap=E+ni}W?z^Kk63cp2~;{S9H*Z^ZElLw?u}^ZSw? zrrTKWStQBtmwcSCM(g|bW{KaF?|gJSZC^7jfw%v-RxfMW-`=oZNB(_Go7H3V&_zCBYIy5$8Yvql01LPB#37R#p4s^`>D{aF97IMON<{1@sAVZQ(IW9y6^SEjFn zd<*>pVc6e8e@+ZWH-LPQ-k-U-vn0E?!~YK;JwHG8{grjK5VBpY|4Vjr#r5DNklzvRrjWcNKLhLw z{ok*cRVAZLQ{a0B?2lpkzdixO!PLIx%dwHJ@}mDg#`!VK^1qh9e+FNF@&ocO)W6^3 zXZBsNJPqOp#+%=38@z+k3Shqq_xA_`|4@FcoXLlkv-|SD!?R}`ydm13MSJ}Ha=wTD zJqwT*(%`$OpO2($O)1%&x|IAIdQXS<&tx{aUAByKIB+S-FLaCvp-7Q?2As?ms`CYaQopDmF zh1DnAg!~jrcX;kxdY-@MCzRIM`_*>h6_#HMr8gaT*wnI#&5vQQSEN@ucel$Vxd4zC z(j#MBc-&^_IGC@P-$KF=U&Qt(lsS~P*E={L@>OxX5z1WleU}*@s^&rUWvAL2<@C{m z_F{PpWoKFU=`3>({Ehhhnqlx?V*O;8`AebfZizi1ZnHt3#QG|fJtT3>eWvLDl#o8z zClSB<8$5^n5&M&${&A#b@2PM<5c`vN+m@y7d5^94h4P#9i>~ZfW9KVE`BR@1YfmYG ze-Zmjp@R8Cn?u{4vF~dbX8DCsVX0N`gnZHaQb>=&z0~>p!~d}RmqJDF*wp=cOF>_7 zd?lmbyOV6r!~Bt7N?Xp_Melh5@)qwu2?+!LjYR&OV~W2V)A=38bRN$z#82ce>z~$F zLS@a_p`WfS1b>12Qr52S@o9Up6y4_)5{C9Df0Y47)7Kw40{7L$_bY^i;XDNCCk+0& z9R~Zv`Lg!3|H#|7()g^u%S5k=>!)qAhmHV$FZPc@m2*-tF#|;Z*NFY8u63yT?rbCT zoXSi|LFA51myb|Z%41@lP{XfGH zf5q{SVOS3!J!(`ZZchE1gAwZ$rLBv-e?4HD1WV&I2UTMYTAZCecd*K3O*-lIO# zc;NrU@j}S3F3C?lrKhj|bJ2VB$WQg`MD>Rn55S&~|LPAWC8ZwS1OA=nLzv=?kjhzp zE9|h|E=%@{q1;>IUxy7-F2-yslA-mbkTC40p}uvl<4oc;<}>0d@<}-VSgR>hJ;*c9>@Kc#^m55@6L+;uLSAW z5FWl{Kgk9BG0KxL=pT-!5ncAoB5RWBX;%N#vu?YUt04bDerVLV$xQ3C3fkj%nj;sS z-1t3&>x1TGeLaoCqWhnyZ-hbLaD2_Rw^j5GDMC5+r+L)*sXL^t%BC)q zp#5E8r=e4AG+%9p_b<@D5mx@r>IW>FCp0Po`$YM5DlxurYNtEs1CB?S#W!JRsaB82 znN#KI{SRShM`hK0Gv0H45r+BT{0M{pB-}V7aLAqjpdan0Gh&EW;(SinWu01x&KoBf z591|a=pXBMsXN!TZ}v?1-T>v@b?@HZLEmg49-}|(da767qw*#&KJuq)$>qJHr#eFZ zf&PZ!voybMG1uZItRKntUxeKfeJ)LRjfVcPeYcyBCx?v}^(Q`$77}Lp0LQdG6>3Sw zc1`Y_&HcZYf{WP-OE<7S^aon1q0QeqivB+o;~`;~ALh78< z(lsY~3%8DL*HU&1gx^;h$B_G!HxuwP2$h~a(#&Zoze zxytejF2j9Otl#5`WX)d_MfGG!@%Lpy!a$#+*#9vcL;6G*_9yzaEeHC=`8I10`y*&y ztUY}{%F5Y#gke}O5`FLQ|A~p81N&Rq%?QLK$L@#0bK0(-1SFrv|`eArK6!nGS zCB*-peX^6ZI*jA|VwmzqS2sJbH;g9?(|LuEVLERX_8Q}B*Lh$u@EhmbD|_&y zI1kZ#1<0RX_0ncOSIiU#5Z2w8r0b{_CY=LHy{`!CB5O`YP}P^`9{Ne>!0wyXE#$dJouns<4my+m2^^ z44^+8pD_5lb{O;<`Q68_x7#IeGuUrM|410(H`;HX#Er7GpQ}}GPqV~(|lO}-D&;?Y8wVjf850OCxr&u!>S)O#sIxYKVfcP z2D-7YCWIxj^}f(x;f7i2f7d~MWJ&SJ!Vf$w$Z29;<`qEQY8HRU-_pZe2Z=nHV$oJ9T^|g{RK4m;vfxcG}_N~mW zS-hcpwOs1=KigoHIP4Je@3-6$M+0SgZ&@W4`U7O z>nF-HVSMc0SbtFWMu)SI|F**r?~z_(2c@X|Z6%;jsNcrr)7}kQd|Re~mDgTZDZM*E zTAP)>zaR8;q9N!T*6-)>uR>OJA^iV4_SbK-?&UGlMf>AOPd`7aUO#?k!}q6+04?8l-}Cms z{Y|u=0ne{lTkrLdE5ZFqA;YgE#P?%4rtcFueoOfV)dzjV^$KfWK>Qu>BdyyoMbY{i z>EtDu?_X z=V$6Y;gJ)(pTOj6`X?zw%WN~`11Mj!LC=mq*FFQ|iT5Xkgt@&FhJ1(W4^wPZ=iTS zgrPUg|5^EDk~d-bkHjxl{{i(su;bVzt0f=ucr{Stj%{U?1h=1o`nFlh6McbR^iKmP zot_YUBnbQ`>OW!5zk$nk8vHG|FWni>UxWiMSv}li^a<<>^_eiYKa1hXxyH?M5RZ`` z76}K3eXK2o{E_ghRLL>7{gkJXKe0f}?u!d8{^pEYp}UCh2mH6#Wxs*12Vm3(!tDR$ zgoJtgBMkDw{Pw>?{d@0I`3&z@qW}7@-1+xnv+q3L95mpE$Mf&Gz#pVOj{IWfv_CCm z?dkrQaByAW^p0ICApgMrEbnT`?4D-8`E6P3kUnd_GmN)MtS^M&JW#yfE@b!(?vFAI z{u1+1)?P^Y5n-?o)K9{|k9L@S-y*d9)a$ldq8yJORyz}C*e|LD{$PEp8;To$8XQwT zNcu8l-J>J2+aJMxH1c;y(8Vj=T*kqAULdBQFnoWY-xkC7Fz9cn9P$_R7Yuuny$?Ah zX?<#q=zJ9Y;gGv;C8iJ0hxI1P%ewP*cbDt#pzp|k!k`~iK5LlmIRAfYFUg*)5wrKC zh1QEw9@K@bg8T^O!7$w~5n7)nJ<2RQ!F zfh(>_t6v0qFkdCCW=;CT%4z>!$jaG%*|47G8-Aqj2mguu9d@8=ZFl3x5U;TRVONEN zZ1=8Kr27Lx8_5Z`tBO9ud~iIQu7fNivP@wA0_nH0A2UsB<3V;mL1?pmYu1HdDm;I* zNq1e@@?QnSBh+u3R}ZDmCF}zKhU3}%2}lY5HJ#@ZBRYCt@8A71(1Y}i(7yBRQuIC4;UrtJ(}*bhSeW>}Bbe}qAw zaefR>B6>z1dvrYY$z<-oMyA{}@1Agi=f5Mfg(RbQtR?!`2I1&Y&~bIeNK4w^aij`l$Wir-oR9)JYONq?SHh~g16?kwZLCtzA}2UQrfY_8sPu1ztNj&{0D5; z;rT9M=pW0+SZ8WZO)7--0P=Ip3YnXog6=_ng7X`b*wp+%`Z~LxC>-<4_viUEe|Y~* z{5=uF&|Z8V#4)pPJG0!O-z=ISU&H?GEW)-oI?PjG`-OJ)qiz~~R+82sdhFcomZenp z2Y-nAV&~toX0zHLkQcT8Kd!DjAm{Jvp(U2%nT1v?JWVdARm8{=+o^$T~>eqj-?)!c3xo6*V@B2O}zlUv`D!ShX>9Z&| z%>L$-4eiL^DRa*FDyWyic~tZ_Q`~!R$vj*G@gDP&DVqnbjJHq+eMNsTrTpmpQ2Fg} z{{i+l<%@|{RR7mY?+D`Gb|~l@5hXt5s;f zUSJiv)}qdKKdc9_p3N|;r&(3q+f$G;2>c_?mtj^fuy%?3>$FXm=kwO*_gROjSHgIx zAJdF1Z)6N90)LMBNErMj(l^b@{BftbdqJOYe8O=4j^4K(9NMLBg317fvpUpjt3CsJ zr}tmpN!8Qs4Cl}Ki0yM4Vz3XC=X8fEDaWTXxxG(+npCx8-9(T-^2|!1D*fu-ZWW+FyI{ zR7FCcecvW{fzI=_7+^R)ZYp92*Lqpl7c>(^KOJ z9gt77cs_(-y@KmE!axtk1J)kT#>e+zK1d&HXX``4K!3aOKtBklKU1wL*~k5_<8_mq zJV{e_9#23R;s-td{fxnhF^O=$0LsT{+=_-{ft%EWi5{m74_4fKb&1D6r}Qfdb2FEN zzd`+(V{et8D@=j-it?Frr0LYWkCQ>Z)LysaP5qO5VDH%f-2MsrpZc$W?{Tnw?!hgA zBc8ah?;`}x`9am%{Tx8QkUkeZs~_E8i`GB*zRS1=hfW0k26`}_yUZUKZRq322WC^JPy^m}M%udb1LE#96UkpJR* zU3ZKPoe}m3<~vl}KVhh!qW-v^xbO6+v@e|BM*qifcZM53%i3QSecy@tJ+Iq!>rX51 z0Kbqw^ZGwsu3#YAe?$JwOUj=;K0 zW$(|G&~Mj1o$_UB2Y-+IVXS}pJr@CCc7B;-I{(WstWR+MY&@2avi|6NAAg>{*A*-X zs<*swrYra-obQ6&ferZ^zbKrc{ydDP-In~eklTyL(LVzHRfb@nxF6+le4|Wr;%S&a z>K9?|Pdv_!Zj4H(m)9bFB`oVn zSu*iwIwn@E7I1G@wD_>6I}sADr*f zpjmgG-P!`**JAy_r^AJJFMd9Rd=2R%4Elin#iwqyUznXa*dw(!P8reS)&%rm`!d6? z!pe#mkPqtjvXNdk8Zi}6ugCSwGS}5|3EO2Pg*c&^N$V8ALZw}EUKl;j~2Lp3F-Is zbKRQ!S=5g6^G)lV?{T58(s_p8*FRb{K2wqHw=8!O#L73{19>CA3G?`|eD9n^X@;Wx zWAr!6v;SO>Iv&N>dxYVL0^&US7a3dw)gX zq9>~bqWfXc-!jbNC&M<>|B6j--rw7p$=9zdGHWkC&)&iJ>sEaHd|+7mF^C^H{>o)t zojO+g0>6>omA@}qoWEPZ?ynN8^4XOAWA_kfNB$D#^*x4JzOiauQFXd}HJ|UQO_qWm zwhcT#Ty^TQqX*oV#NxSMLx4xmV}=T^NM3#|UWW%(?FN0r{UO4jk7$ppC!~Dp>nJ*( zG(fCht0$c7|08H1%m?kqzq|2%D?QP9YMhV%qQK>&F2+cCQvd$Ne@>Yla)cjImKf>Hz7`{#YvFDk8UK5i3_rHbPKp#-PYnmKC%RY#ZX&@ZX_g(BK&q}^O z95864`ptj<1t#BsR*fig-QlqRfc6`x+4)D;ac1!SA@&!zB+F{}DA9Tj{b``j?B>Ft z5?Fs5iRVw4%ZD)3dr^N0^Y|W^aB9jgDUrXxe1!42^$ zoS#9{s|%tg=&<{c1VP~ry;R5KL;iyN4$9s#bN=D};Gc0mL67VdhB(CY{t3hPH1s^S z!+L_o`=0xH-(4Z_AN_4m+ei1I4$k1u@%go?pYQaZum$`T>H}fO4^Vzpm!dQhZycV8PyJ-AbHaBV6QYEd>-lr$UkaV(PiUPfAqbxAXo-| z?^?Gf=nK+ESca_!g8Rr?-R~C#@pD;f9pAEkI{U`OL`XzMro-5GCKuVQ};)Ayr-knWnRhRyE;`iJy{6zknz()gU~ zYv`mqLv!{Ufd9b$L+5x%T%9!%>;?H1>if-kw7Cr3CP|!OBUY8_z`-q*mqQV zAHKfXSY2*$#Y&Rb!#37*Y?%8n2r&BRP5QZO1V6gN{wj{Q$=G;qYVJ|)UpI$eTy{#w z9KILE`D~7!Rxx~@Qp@UVfd_JZQ(~!y{Ji=oy#5>lxwOpRak?@g!fLhVPZn zlHXDe`6sTo8D{%U;ZKgddM0%m=)?66VbDLEFKcJ@x2>v|d@Tc9*m-=xR`o>}){Tk; z`Z0go+ADH|w2eE&8>Ejg^oR4``pT-CUe*(^2b^C-%NsO6V(TB{A~+8XDp8?!O9Tgm< zQtK50zh8~{7Q=JMKB8s47LK|T2k{f-yWOOswX;J4=o{vLgdtv|zA-Fl|2+6x)c+m& zvjY@7M87|X{MfNCqiVYRJkTe!?;WR)9^TcU3++S1`bQY}f%#BOmn9P~w26L?2Kf=Q zQAQwH?+VN$T(BVjUX~%Z_n41Gap7>=Nj2rigdu+6e0H|A4BKCK2+o_e!@xh(uUN?+ z>birpAsc8YKKr2~j7RMWlc#=sr3?8CwdebFU$EyF)CbYO#n!uz8*ncf@@cg9 z*!LISK77}g>+`O%Css2?oCW!e5zm+5c!~c1VqQO@cHj^4i{aZ0H?+8)?jr-|36Y-N z9eg@p(%lR4!u*=y65`kHGuyg99JUGe8&Q67dYi20jqC~fi2E@NzozF2L;S({5a#vD zxa+5iE)JRn`7F+#Fwl?wi(z&io-n(QKoHm1^m{||I?PC_alY}{M)7HSqI?bc6aOdqL%MAQcPlQ!kmBm78~DivmFQgqIT~)J8lNMsXc9v!Jbgw`+R=H>6;Yt_)8eR zcc=NBdf4(c+y?v$@?#%iwth&QlzcJhg9g|CBom7(()n{?e;eOtn60lFX6HAPVv?`) zu5E+&(Vry!)T}u)VFQo9`_C_rS~fU>*K?8|6ql$QzUSW~92ooX>1Dmcu-?V_9&miu ztKW4y9)AybhSffkKFjXo6A*@a9Ln#&x~txrJ|EfdCkPJ2eHd7}*@AzsLzu5e4&>=I zG>z)d*E576KSX{WRMhOCxge77mmIPzewpg99^&m*vAz<9_woA!*6vFB$uQFg!k|xR zZ-=J$`_x?X9rh=X{zCz^O~K7&ynb;g;ndW&Yjq$`zl(h8!{}Dx3S;55*+EX@ub8)(S0;X&yfKO-z^VH2L9uGjs$Nn z+_TOY{1MtSVbD*c_sHGrCr4Tj1^(0XZC$1pd>IYxy~X@LLYT#yqncMM?MLT={o;6p z!9SorGR)?G)UETLY0k}{uQ*@AFdx*v)NbnTp4yY(J}DeOwN+-0-}e8V?@#^XsS+~$ z5BLw<&m#=}64$SUL7z}QY5m4tUv&5v_-~|-VWz)nC!eM!#{6%;H0{eP$)Tn9z(3;n z$GzQ3&mDLK^1=R&uRSE_Ztkm?OY}3G%<#>iU&`yX!9U@A((QNW+wT$c%CP`$5481Iuvdn!OO8dx`l?nCB;ip?-<>!mumDLwn4NchCiYM(tjeg&{p2 z^7`)y#GvmOuNh|f6k+Z^2=n^SiR$C?Hk-bN_mLkb_qfg&7#9NP+p)isDduBm)!M=D zOXB=bHmI*k`l~3DMC}jwT6>C0G=4j0-a@%@~PVD+Y(6QaOAG5!#S@i1O9 zO!tuq2t&L@dNOj~S8M#Z4)tHuXTm(bFwDMJJk|ZAcUi(%SWlpSGu)TnKQ&o(Q&pF3 zJpL1g`$Z@;VLZ>A`P**g4blES`p?Yub@zK{p96g+oVMFjK4mH7gE-$z#K3Rt@3hLc zv<^*iJij>I?evs|hC9HY4<9P@N)=JNdb^yNR2dPy!2FVJ6{uDcWXGPWDLe_3$G?%J?>Tc>mW zo(Zi}nD^&7@B{gIrp?RC&`SdHHPqKE`OWipy4~mX`79mh!PY+p!~PP=Crhtzo?%*| z;wE}O%dY1&OL-5F{}l233B!I4`UBRUN&bW|UoSDt{9D%IktH+D@)Ube|JgA%<)4PF z2mL|+pPj8W%E|Ep{Jt8}pM7PPqxH9PpdbBHPLG=IKJueMUu?zn5C-~C{|SS>qr6!= z%b#+VjL^5y-U9qVea;CVKRUNq6`sd@jWGBpD2>_0a+Dq~;g zP3-qY1i70$_P)G50_?w!m_CLF6Tb)pf6yPWc2(8(sRYYV%F*&(GQAx~A`|Q_o}V-qm$mv~Ae^ zXoCDDV||R4xj;US{**9355aH;dY>@ZFX{t(zp*_Ad7yvD4{^J>L^T2O3)GkVXVYd) z9OS^)--KbkgY@VBsoZ1NyC2Ul&-*M}?9h-e#m-}#-_bnl^KA>TKlI0h;XDM=bH41j zvC6RJynaiV*Z&KAq^5-K5!Kt!ehEYTX@}wW!I0n74(AP#zJicr7S`*+)s{%V66+IT z^;6Pj|6K4brv^cT1GIwh(f%@NO+F!+DuA7PL`%KMU~P)S$sHN>BO_k}3F#pW_KyCfMBhMX%dS$;Kb&95kmdQkEJWvl@%a*$ zJqDW}hVb=KNsg7#HpypdUgRH39%%R&YfOguW4((o@CV<&QZvL=+2jYDA4hshl{@sG z_4G2-PjI}_9U--kn>$1O1NS2d1AQ1j8D{4V+4BoXKT6{R@1|@D;p@@Tzhh#h`-MZi zMExo2ki7BLx;64G@E`aSl=a!|uFzTZ`<2*#naiudqwnnD{4esO%r`!8)DRiSw~!vf zQ2)mKnK0-B&X+w;zo#WA`?_$(oao#9{4rs;uN3D`nD0N7YpYL;8ssZKknF8|^}>TP z7ZyVN!RHyK`+x)tGk;OO-lWsrjTPX}&|Vp4_2Tk^#^@R6_wn^wg>tuF*(UFKJ-8x# z{ff|FJ#V3b%;9s*XmZ3ihc&{KEbT!~OH9pH*HfD{hpD z?%ziGtNhD*jhkl;@k>ukKf~-ieN}M9rK3{Qz&|5Bgdrco{;oaInbtObG1v$8SJNw4 z@%}?meudB1ED~P*oE-({8L*yQb6n=MbILOC|M>iM8K>2@{ypJ)5A+v=fga3vukS1Q zv)p_x+&6GSOdrFqCGP!;VZP|^s2%plP@dOM<~gNJKMDGd`gi?|L3mrI)v$k0?N>@o zBOVO{eIs0@@!s}E6ki`-C(P<)grQ!B^CJxVJIIe4-ox|qCztX4*Bik{x8F3K2>izW zZ)6|V_SRhl{6zT>hIoejVC{2Re+{eDJQSDneCP&ZxW5<2yE$gX(rd4l^7_op9XDj} zJyQVwBmW5VdO@wh+bBt$#oYhbp7Yn5@;#69n_;?-PH;>2tZeY)-=Oc9{}G1uGS;IB zgTF+2ZjDM^_Vn~1UN5<|Q|HC0PZcm8^6OUO_&yE}6O?`uKW<&>eYu(OlXNKAL--N-wuzpV%=tFt1=X1%Q5(fW<`opj{ zo6nDrg?GQ)g7cv0e{cO-(^ydMBeS2{Z#S*_JgYhd)<4LfJCo&m6%EUScGUMfr;Lx^ zj!Nak@Gu5LOo%ic>aW;{xRTR4E`4F zf!byEw#Ohp)JN7|2hzX0XAkZe{Ja?EL+yD(C4_fB!ubZI_nt<+k>kySF#cKbcnl}f z_eKn}`(X&nx{*Gzb^*~tn8*8j-3mXHY&*c$Xa8*)V?BNIXdb`+3y;0$_bnTqM}Gd7 zekc2gLZH-c;x}Rb{Yl-mwR_?>y@UNSeExp*fVmqtngBl!iRovU?q?Pd26>@A5Qfuj zC|~wG`~HqF3@(Lp`)w16xJuWz9bCKBmW+>mHbvx{3}oQoeLi7PPuZq_y@=rQu zKM3>ui!jt{uz%JbN&ORs^#Rhu+OM_8yq@;ZTX#!IrY^)Q8t<;-xKA@h-*4dj9#ucR zAAhStMvLBmJmr(_r^lDMzkhsiSm&y0U--Q~v@gP{dSpLOW=ymy-sTMT5v&J1S?hXa zlA1B!AA7RRHN*1mA~;Wg^gcyG> zQ;W`u(w9Z|EucRl4EZe5^E7(i%(O!}pf8xOK8^8;tJ&HL@1s2G*T(E!6YLAPpID#j z6Y8g(iWPu8AUzEVeKvo(DjJV)7yIypS5ol%n1tg-_?7e#oo~VO4Gj$@D+F85!}=WQ zX_V58PnS1@^JGYW<4m1i8|;=syhnLAre$55u4M=GVSi0sBB4<7_V*}YT^0(>6a-aH| zN?1Q2Jz(HR)=LkR*$DhWc`|H6{XNq8w{ zkI#&%SADfKf_fB=_iSoj@5K(Axj%chL|ta&$dT}S<0!8dX{C84L9QS_^dE$w{)+9- z?>SWjZY}5Q!54O}dk6ik;rlZ$s&($h+n$mTO05>lld$9-NsMoV!Co={A`J7x`T%QZ z^=a0wLG&=pzE5D!v;DLeEl195Q;LQ937#i-@nyKy9=%pLFN^$qdGypFvv(!Znxqde zGo~MxIiU>e6ReNFyx(i@c+<~(ey`;GU!D3OvQO0CSDn zZxB8vnL1=)1l<2c_^a}a?!jYV{fYRsM&yj^FK5I06XpFnvi{F_6aIVMg4a)qE9GxH zf&QR;--HGh>SxhdA^H?-R>$ay8jL3K^WG*XwUDvDRdt*XfO9q@0Z&>DXQqk>$`;cd9n9#Cwcig!z3zg!%U=3}?{%KYT6g z^UKZ%;wj4W;}p$f6Uv1OuPMHK6lU(f-R&;O1Lym3rNyN5;}2lIgm>*tpK)$7*Y8ge zhaPpZ`3w7J$luTMZCR(+&*JOH&wcwXHw%^E-|K!3@r;-_A`#XP`23gNv#lq`)c}9d zzP^lp+;v&NIG8WeM;P)2wadduzki?31Fxhe}_zDVDfommsF4SWgtIX?e& zT&~}@^L}!-sK2janRd@~tl@kW%KvNmBl-RhZ}9rxw*mEj0T)NYco?6)Pf|{9i42DM zW4=b1*Y60!`#7KPTcSQKeJaEGLm1X8I38ih2a!JZJll`?9<8)dwsiv3Yx{`ppD^$T z_3L}$x8}QP2f03c&rR{D*si2_kmkp5GV$Ykfs^6olSYbkKegcd>-55hr(P-SqxCGq z=``O~t-?4z^DeM{LH@T|U$uN8)Q9^v(f|LL(x7|aOtgO&A*PQotPhs{i^1N9A-0-W zA2>h?>NjcsVxZseUkvi3_vv}|eeDm#ppSSSo#ABKuOSTiBkm^>2Kzw&&7P;nJk(>*f3+>j^`EvtwBE%2+fF$y zOXx3(H+bHNFyud|&uuwzq4Ofjz#kw#e}eMEYH)pfhA8zMSSMfm#}g~hiNL4T0`-@Riy zUHZA6*OPv4xU=n#Z#vJne@C_)AJgj=tT!>AAk6*U?|scm&euyI-Xi_KtK|F6`?`Sp zhu`<-s0M!vg!rc`mM6oV+4z6QS^Q~y4eJG@?@#*2b=Ta60R0By=l|T9f`@vpL1fnR+auP6O=Y<#e_Z#MjXsknckgrRB04X0Mfx5WNY zC~@)mSHlGsG9G9@LW#1`A7Y1XWc(CLs{Ci>|GNbIv6#O?$>UKAcc|@!@x}5MN;bq) zZ1o9;d{u0}46}G8lzd&~-%5^^s8KZ1VH1OI}M+d=<)0Ea-CWZ5`8hp=^kEMqT%j@O2NqFPk;A*WcdL zKt9Mn*}TlH%Pd6aiE;k27di(xoX&vyInGbEVnjknODN1A=_3sEi1P;_!&N9xj!B;w zX8EB|wx-eL+_Jr3KS+<9$^97J?mZPw5(yHMWX zn`&Z2y!1V4m%nIp#{Aw(_`X7{PeS=uHh<*W`onM{ji)kyl!jgCBtXi0fTKwbQ+Zmbvot5JGh`*L$C|hd_N8pI4uno9 z!2UXx`n>z4I0^Vm&m#tZjP~4Vua$eSPy_T;y#5n*N=zLvN!k{^{};ytVQ1A(5oRgN zksiVzf0SS6YN?CLbB98`0O!Z>VAlRHXZmm_Nsuqn)A@^E z*@cig?q3+Dd{9W3?Z*f;>?))Gi~0roJ2*d$@T0$q8e@T9IG)DgU%#tu(jnhY64T4@ ze9}k4U@tg6!^y-CjdJIE`a@hpbEW^pEl)4ExbYPnQLUug@6E?=KK`X)#|W7j+E$8R{otw*M^b z8a8Ts+KUt5|4_fWmUui0YvcFL3A?+zcUyLI5VT`F>i$7r>ejRx7{8yGpFPGHj``wa z2^ie{N{U&Q-SLc%~F@|U$!y`8nQ^&i7fZ>Roja|6bHPJr_g^gd#C{$1EJ zP3x3I*djPjhy3VyJ>|r9hb^%Gi~Q`>P5W%jId`bUQYSJ>Z4@xwLY z{4MggSN4;mQSa`6KOp?-l^{%UJ-07i<1-dBUWoXiC!RmU_QW5;Z2cwF-7saH!@LI2 zA6MXEfrH|14}|)XIR6&*Lk#f|+x2>(h4l^QAA0AD z3%bsBg#9FZp5f!fPyLar`yEc1#_~y_zF+qGD-M$&exN=RhW$v?FT&toa6J7`ga1-u zZv%hYVUR!SpMGMc-iaQ6ApY2i^?_jl=DR||;9pQatUZzJQ@g3UBa6XdyN6h0z zf8{B2ew&+sz2p1+2OcY`a{3SAtGFI2B&)6*nl1OXv9#!?a&7G|;d4GF|I0$QR{j;M5>zSEvF04f$cP zBG$u7dl1`S6B-B$Rb{k6b_2r=$KYJ28*0*VNzO zM{D)-&p($*!Sj8>!H-f?f{KQKKf>__e>~lz;&UCySG-;o4vFkMM*c-9Ur!hga`T!t zU_8hR=`}QsA9hXn9O%J(!tlwF19M6S!hR>pW2ooe+0(il;`zzYWd|>9(LKxaYr@>W z46PX9-YM@L$eZ53H~;h~)ytBziN0Yy3>u1(_Q3pb{9&`AuS>)4Gt+rG;jm2OX4~VZ z!G9oshh4fj({yMh)bkM=Nn7o1)!GaDML1uh(4QC1ZylsML^4s#Kf(~dF`gUkaFX1d z>kIM{pDz*;=K8>JCfN^R&M(%!jP>_i=0y0Uc|86a5oYoqUgv(}ea&PTPyBt2kTCG0 zpO`+vkT0P>V9&Go!Z2Gu5eE6<{8>AlFA$DUH0x1j;sp1r;(SNs2fF%dOalLtDjtt8 z@C)^eFyuSq+O>CYkHMb~Z`ZCt@s;(zi`J8@KOwDmS-XJZ2VwU8fpEkpkBrkltH2-Q z{70IYUkDA#Qy)q492qrx;iVVvc>Xi;$cmOj`Hir@kNE^)_WgozuTP15lqw*Z;NET)$q9*_-jhO^qMM^#pmK{h26fY#g%Wjv}3Z6Pj36Z0`NU z8}bEQUl9g>C;lFhwF7uWrSMP%F6VX4JgeaVT==2Ko4d+Xk`)7vP zdXX^HKasvMCdzF$kMw5uZwVQu?}ZtLd<^?%?Nnc4?XcfX{rNnW@8wnr^F?~cb{P{B z_h76XeNQSJTk4jVsjx)BiR8zy&Hux5$v?4nKi1z3;|nq?J-~j@{>Q%m-9;|b59|@^ z4}`&g;P|F$gVM%Jt3v$>={FtXZu__~0sJYxPZ<0U>c8pg(JDd4+K?}xyvOx#P1>1| z1oFV=#~Dj$Jgx4^_>Bj1x4TpR*>J)x(8^L4GtIwKIOP zcD9}xFD=umUq2b*73v>hE^pS()?4ET%l6HfQ~=*oWB=ptSVpui?+f!q|3Mh+7xj@a zA;?~a#)c!A@az0NrP(rF3Q zqmZ8yu4{#Ub?gD_9dq$`gn^$U+Tm!*r>ULW1H*Tz{|S$CHjXQblw<32hUvVRkTB>o z>IY%qKkBc!^5^P5D?MPoNUynF@rWd#vk~8sZ(t-TOC(hF#U&Q!5>B!ZPTZy9kH<8}SW=12UyQZkj{S0 zdY7;w?Z2@16@{SLcrD)WqCrzKtu_6vDE*s^tL~bK>uidA3MjJ zR0Y6%ksnjs(_~D%s@&^??3HW{y{n?bQ6LgNI&X(Io?UoAHXH5BK1N=bw zSq7iDzc^<%*eli}3B&pa`=2_hx$<7k7oZ3Gn>xk%jp39!ST9ifj6Jn2@B4r}soiU! zX269G@cj_#=hT}|-j;TegnR|{&$@4qnFogCfPNvp)>Fpbwg2D&>sPcFYo{%GLHk9& zj)eMRy=-WBd5b8)b*jfP63>PbW?M8U*f*Q_o>KF zo2-kyHjJx+dM(kL_si;;`ccq7l)p{!v+71|Q_u(07n=tY-ez=7=kl2m{L25TehBcl zuXsL$;eG6HMwWft4gICiJ{a2(L%c=(pmwll@p%a$VHgkfi?y@*2y5R(^b?jl+aAO3 zyCMBET7DbeFMI&&8(bd}2LFunpQ*aWa^j9lAWw{+GxaV>{E+Dm^iX@ETI~d%3)0lV!iRU6|Cmz&>oL@S+ZK%~X>SG4pWb467)~XBP8jSH{X1(v zK>9`)`osS1dTlh>Vc&z@KP$Amxqp4PFV}efVAptZ^UablI3I@jFJahkL;Dg;Uf?yd z+YYb~)F;Ax{VLor-`BR;8pcEZ3qy;an`QceJ|VvdL;VT;6=C2%(kG1F;Tbc+0_+Xz zD}=${P=6_Xj;Mc%gz?e83bXVU<~-UA{uJ$9SZdhoXMH@(2l+u5&JUvhBn|Xy^~;XCJ3^v2F2%|KZcd%Cn=_s?&X6LI;`g-_N!dLjPzV4lZrgT~{T-_eIDL z2cPSGrmj8?`3TC7F!&1`-(h7ZWBuuy71{dGAw=<6op}ZHhvU!EzLjxuq#B&3!TtzC zf5;z(={_{!tg&kkNBg8eK1A2$7!_Nq~k_sKt4#nlWneZH=hrHQ67ZBUXULQv-*)! z{#bn_i?{GRwIi0N^C?27!ec}IcYTBPA^!<~ zZoI&F``EL5zH_hj-ZWIoUHK@{>#Q^Dk@xlQ(2n#v>$Escsks9A0qVE2Uh3epB_kl8 zZij(BjGxpF^&pg&^T4ZWo+f|5zazh#ea~Gv?dr_yk{GiY|TR!UUsVm^$>G=Zp_bI{06%85v z|9$$h)o3%X2RS2#_>1#%IaOty+hY%$m&W&9O1Bo>T6_ikHOk-Rah$+SvWEL_R|n~N z9S+_IBUUbt6Rgha$h+ z)t?kaM+QUwhx+aAxIa;0`Y{*}>2de&DxD%VjO&kkxt6crwg|A7(PDqha6HvF34_1G z`LTBT-dE`UV1UnAtM3r6sQu5!heMt`2mg(Deq_?KsM}Y#JA%*RFN2g!~uz;kjqV-^sb6-^UT3=M)m=`IzUe zyFJ!*^Z|W2Bc_)y#4F5y34=YNJu%GW?OAugzhH1Y+;@ul#c(deueaYGe=nJRPbple ze7;!FrziLi^tTIDY`5uEyn*p?ehUMv9zVVPny*h5X};Y4bV_H1mn1)i-!iQIqTj&< z{os5juCEpmb|HEfnPygLjtqqTa@6ldkF&Cdx#~jxg?O>D)0@S6(!rm!!@Rz+SVOPC zNPQMR&qJ8o*J876Qw|PQ;`+NdqO{(4?ri7}^=4lW_AZbg1;2-h z<1u`U^xHeH?OM3STJA5si!9a#PYH+pZlu?{(qQ3>G0i|9`fKl(PY>LWZ29J3f633>;4NXhKp)ZG2rGSI?_;~tW8%ls z&gLJ3wzu*9u%(#+!E^pQ3ilr(KL~?;A^&{TmA72ZzXBl7QlK6=SvvY>p0(K2Gv&kZjX~6LeCS1`wFo?*4~L> zQ?2s;RV^TYYEMd^acrs_@CW&^tn8WL$EEi0{V}%tD&E_Zb8fp5TMznP^flcuWfrd= z6NdX4&|U~b{?ZP^_XgO%@3-*^%X{ZTelbLB-wfMReU31!CsE%BgFnIil0DDrLxiE8 zhx}si$1(bGJa(V5aJhW%ukKEn5dYAB5a#PG!k}MB?{Y=qw39lUfIrBO<-HR-^^|jw zRAqQnQtEz9YxsRZl*jTJ+xtl$?E?0L`oORadp_r*`|l4r;7?E=mY?l)|6I}`h^IKe z72Wjij&(~hxHhqk0Z?YcM0?J39Q|ok+hb$$Szxe#Aa8;+FUS+{K;6IUn zs}{9%lF3$vd=B}uDt2^v#Hk3GXyV_h*bA!+1~~Kmb;6+EXdkQY>MonTyffqvIDf*h zzC`_5)jW7h)PSGxJkFOe*e}xSH%G7dj6^Sf{?N~V!uaf9IA0<8U94XW`_cNDFvL5Q zuis6t+7oj_VSYFt!Vqs!K7M!CX_)m}Bk>b77XE~ULB1G|7-sqT>XDnZw*8*S*O#kn zg&CjC{zyubKCk|&TA=geG2|1-FaOSeWxIUTfbnpC472);zgKP4GtHq2>FoIkf1eXZ zlI(tbq5pZkM&0Al(2nuj|5yL(2lU?Y__apz;g_aXAMi)mKg0C>u#m9APvZ9)1&_7c zwPpc*D4#V^5*usvPlEqNde^)OF?TJQ#r;Qs{Mn0Wq1pc7>g0v4t?8+Gi>rK>m!aRQp(wC`TIC(AfPtO}& z>NfOX0>mT2i==*cH(1NpOF@xu>Mty~4E#a;3o5$(X1A#u$Pe`?s5)U>%C3zdf7IW# zvb_$xm2m?5!v5Bd2%RtYR~GCQ-zN<99Hfu6Gk>$z`FX-ehbMe}7u+LhS*x`##8;F@ zaLC9%oL@V&F4SUwCJP(6+?@M~zh_SfX^ zsU7kY@%eWlVaTu1AF%h?{w`s-FBtjB-v87dgTHLo&h35u=X>E>^14BN9rbHNC%IiK zSBwIG+fPj2hW_I&9qzsw*8e!)4R$>(Hu`@9{l)$^L|ea-GLMAcPegs)a9R25-^vLv zKYTu9%Z!&UNApUEHJDrNya7(X{Ej~>}#C%S(I>!pOjp0OUva1+&g2*dk0U-mw$ zpD@hMLv8FXR6bXl4A0|yHif0Fy0iI%3jO||aMKZE$Btv9!M>3`!jQjU|C?UT(irjd zHTZMHo5yS4tH~<|Z;SfGFxxNQ?E5Z%#<+FzMx_4?Ym)wM&hGrQbDSt1pnWjR_P@fE z)m$H)90I?ugz^fr_YmB+&F15W?Fm{f^>hH_TlhX046$L_y96Z)g~5%YXKtY!C?@t*_venwcU#j-WNKFTbgBn;zWe_OT|>bW-# zUv~q-_I#g7k)~ z#yTvJ9W3Wg@?m&2(G%{!blcEx^57p({^6VKH3G*6fxct?k}%{WI6h&>$J%4I-?~-% zw@Qg*wCqgUe&;eg7w9nAJnJ-fQ|hUnsi29sO6tjM{gdlGe+!dUnL3`sAbC zCxAajenu))+8XX_^ByJ-I)M_Hti!U%m^s=jd&w zZ~lDj1O5)>8-2Y0m)PPx|7%Cg?PvSCCo5;&oX+)i`}uph;R{9I<0AjI-`F6hHryNd zgZ_pv#1lM^NEpV$=Xc0P$IHvYH~Qr78D{l;!oWY&C&G{qqC9tuRm&OnV<*@X+Am@7 zC)EFJr@i_EFGD`!Aok}w5VP;!goJtg+ELMI?GcHU+}?LIU$eU8kpuNQ8t+#|VXN{E zi0>FLVkVa_&bIyz_Ji~hhI|I;iJ8{ZR6$X6A00jKJ#*K&XwmP5w2JA8K@9#R{a+0E z|Neh5==VD0q1tB^485BU>Qv?lNMs*b$g7W2C6tdcczxj)`H zqWjWqddJ~=N8B$Z4EZJc=ba{IS1ck$`55-MbA9+pi;;<-4_MD7%+E{g{F>}^GGQmQ zBY$FZ3wlbtwdVDP*y?%3S$`IA`R>X#5Nuf0!sE%V;`>fTCchw_;`|Bo^9F?3_lZLG zJln5}(@9-AODTfOi!eWb9k*kHO8-Yya&(`Okg%E;*+*R5oKiho(eL5R63c_I)H0fX z+|_N9FRwVF)S2`luCd>j_dC1r{p~$t{U>Rjz6A5d`NzAz8}VVKEYO4YL74L+q4UnE zNd;rk60x7wb_8k%KnaRrTcl zDdEf!x4i@U^ZHIg(IZ8}DaNqANBvJIepK*do(_$6L;Km=$0Dj;EsM)%@B9VV>h;coe?xuS`_OK>+PnVHj{bjN{>;@e z_Hces@~(J%!eF14?XU*kHzH*1@#LQfgZ;JZkLTa4oxaBv?kl=7zvpT{m@o2U-Z9j9jJb@?>pRRt@9rCLyU2J#IPR0{u6Dzd|sAag7ZM=9}_btKiFJ!67mJKpTw8C z$DiI4#jEx>n)sD8I_ay@p<2lI@qM`Z(f*?OUyv{AQ<95(_?_dey#Ai#cG)>f;tTk1 ztZDy}_z4eB$<-=u^{%d$Kzh<`YKQgNP-e*P8E2lQV_KQq&HEJkqp_K)hX z^0D$EUw`Z$|6Xt_TmtTANB-=Oy*|zAb0X*~_Lp4YVzW&94CFV64~*0>_HU>H`^E7O z>{xuOahwe7k6}K0Anr)2nZ;<>KcnZ<9}T%3x)bC@&u7^s_ScYs-#bBkP-66~ZfRbi z&&UtL@I2B(82ls7=b-Hqms6F)LBFv7gNw%%y6C@#^Q43mON&%u+CbmX-yB2?`iZ8HJ7oLZuZyK6_$#zm!eD>cKWk_C)1h}qi;sPB1${t$ zA^Jl{zv z`EX+LL;jvH z?#~%!_2eT>FV&Fi4{_FX#Ask^cekFGq;uqR`+C7K6T?9qYj`JtX<1=fIBl#ZFUllg$Vgrni`g=_9 zdAOqCe7>J@Y{7u?Cn2{%o|tbR+n6@uYRysbzo<{gqQj~lx@$uH2lee(*|n!CPX3Y! zG@oP5rn(vf_kjOKejblmTUp$stH}6w{JMA7mgFJ8Z=7$sUAR+|%u2Q6L|^)^H_p%3 zmqC7o^&Y|y|1dr2@b7(c?g1^A=Gsl!KcFHhU`Az)FEYUaLuRc*(kK~(KvhM0= zV*`k1$dAm&L7q?JpQy3=MP{2|tlhyBm=DhHwDeU;=lTG}T!zOjw)}c$5kD_|dhwn& zDJnJ~KcwgMH5K>2KRa=Me)@rQx7m$zfgd;?VVDoflQ7&*hxm-==%#*WIzfF4`#Y0% zr)g1tQT~MQXKCrR8QETe{!m}DgvW+-PQ42HhxIpxyOF*T=J7IXVVSw%6?MMeBFz15 zR_T4$q}IVaU&v}$o1wV<5a)lkTK^usZcX9(o!v1@Z+G)*xc?RD&mJDRuEjcAax2v{ z2*deU^fwI0Q9L0G{s8C4+Ufp6VYXdN%0z`Z;Q!EnX9wz?+HzJF;t$rp7~VzkK1ZqY z_I)kU?}wxO2=ns-4EvG3=jiSeIGuV3`5*E#r*HCuyuZnOJ(DwSjmwTgWvHiMf4L(Z zx6e~s0sO)Fz9O8bcsJ_JIuZ6ts&&`i!jfRSo>U> zFKcJtU!OHKkx}3K9_qtL55p{8o}IQk%fwjpdm$)~v-Zx9x3s82K8O4}d)lUI*-%xe zH&OfJ@zdnWUVy(toHr)BDIoG0#1oVUVdxL_kuX0`mFHPsGW_Wd_WSL^ysXdCb3U%+ z`jhwYiG5OkV~F4AkMq8LyK>;#9v+X*?RIs0aa(l1D2{h7UTW%`H=p2rq?h4n8voq4 zJfZ5FZG3$}815%V`Uvy$wE4X*R%a*KLB53j6Xx{iPfhC;*P*ZcbCQ34s@scGoqEE0 z2lsawX8CY_vsU_p+BZ_Sh`#d&tA@n>8KU-!^noypkMWH#^oR0d&%Y#k8D{cenC@c~ zp3n8l%9(2@Ys=oRx-!7xXe-z&^5^{f;m_mZ>mdIN6Z_{2!_OqEnoB{v#Q9zj9@wiq zzzgC5^5?>hmz7Qy*6=*iQy|rP@s(gI)N9dy7ToaC9k(%<$D_hwW_EWc`@#AV^XbBL zgL!Quw}Jn``4NV8eE;GcRh?ls&ym)Y0#fvaeJq_u(c-(2Lu454R zSHc$yH`f_x!+po7j~5@_`>Cd%5BUeS7pebTym7}$n4gune}-$RzDJnvpBCNNQ8jwa z9(W)7D|&h(^}5kg=P_e$--P*o$(2*v*8iRu!To>f zu!f6WzPo|^Q9nwToHiXl;Un+^xPEY0X=}#|(+QIr6{deVo zr}KSkC-8c5<)u0|Q+-9q7x26q!$}f-#QH}V=8yj3s=9BC+2q^&dxxuAzZKq6)l)nu ziS>PklZoF~&u@xI8Bh-XALH58x^;IAcjN;-i=JmO&^@~@0O*Djj81?V! z=U#({dN;#;Va@sU$s$06`N z4cgcB=C$7s?o{LP?Z)zW`Clq6{QI{XQOcw3m;1B8A zUpp$ns?cf&9d~Xf9rY(vd6$nVjg5C(m3hk3n- zwI>rl?hW>>NHnsB{2cB1-nHsi%|8pkU)&PwA7StpQ~$-FuP9IUd>Ya7pMPoWg1+6k zeG`WGhy3_2v?}L*@;)99{(F$0I_HNj-1kN8t zzEA=DM|staGr1O1`v&e$M}E~=IUd^=8V2*h^Og)Vf5C7f**C*%|DZ0Y@t*(2b+Eog z{UZ$blc2w6?W`U^82E+u&7Q9!`tHvuvft(q0pEWhefI;^yZbLZ$L?1Y-p`!hf?|I(|4BP?v8S>*nmmERfoEWI*5MHrZ z>*?7`&>!;i;qkU^9luWG`brqi7vS@(eJR6Pw^z&!pUe069|f;93`m&@^h*nGX+2+`*S~GiPiq$4pMdluwnn&sPT$Dc)hzJC*sAKhYiZ- z*!a)R&Am}`6Z8e=-za4|aOs&X@I20^QTw*y^~G=Hnk1aX^Cb-Y#rd#y`h6T>3#Uyb^wcEcSL0N>ga1JMeC#>> zptyCAe<8mKbN(^R>ebIDjPwst+zk9jdY=35J=*>2NWjS7=iBAY&O|?l`J(roumSu5>d(tT_u}Fd+!PDw{g;*xBHBJRfPAt4 zm)rgxH}sZ<^XYgI99>Ck*^Y`rdl33L5`z2G}R^`>k)L{w33m3af~|x97Z+ilRC~zJl|6 zTcD{msYnXs(+)$tp#HEO;sw(GuJgL^6TUJ^`)K|4&h7jL<`cd!FrQerOnHGSMLj>;d;5KDt+l){sj7mPnV}gpC}6l z|2|vn9|*&G1p8y&E3^H^R*k>iUi-cVe~I?cYSi3uuXcCHzfnJ1 zo%KSFy&VAdtSjbEt4l)t@Wdt_FI!^-(xJAYe1G*vr%(ON1KfcgwAUX4x)t_1w*m4a z?ElA>r8Z3gOL%;5Q#typ>!Y*q`?$#8wmFZ-wLNg>{;KWK7}>bMd*I(u9~gd3{rx<$ zX2J(`(f5hi{>$d3guqz_dJ3H@}4S3bsqG zSIQ|rBDxQTaAM-I{$Zl~Kj(|+x0gf={fXEA3`0I7UN18Y{z0r?41+z1{RhKPUl!{R z!;sI3?Z;j+S^rYb*9-7GjepJ8!E?v}rmyx=>!%7X|8N0%#pg{J270hRYG>zPSv!*l z;G|L`r&c)sBGw;!sZzfY_RfP?d}WyVdwXfi8#gK5? zQ>l80kJ!J$!M$1i0w%)xjqsC-`J*4+0e^t}RCukFU_Y%{)|2L|D5)If+c6aQEA}t; zii1>NRh+pB{Bsq{moOinFzmmJ{SSK{;<4D??G*>l9#4zF{tyOxK>cBuzIU-#SwHp5sK}o1JkD3;*x7f5c@omy@b~8JReRhmJbd1r z)2Eu)^ZMw%x!`|Me^s9q54&mhUHKW&qvo3U=4Pi8U?0eD!jPX4_BonYtXQQ!p5~*L z^=VYmh`#LiBJI_xiu-;3)}YAzfx4-(m2%8Fs2?GJ2t)k?=dbR4=RwknISS6ye+Mm@ zrrtVt6qvp)v^KlaBk?eE)n-dt?Fa(_qgC-nT`sjg){qTlzX{_;HZ4^8YrD?X3H@d>ggYG?b|yq)eZWEk`t^-II-xS55YGsGLDN5dmH z>4=FZ*dL9*{%~*E+oJQrI3Eqf^2)4zr;+`B!$ZJN>aTb}f$?Zr7EkOo5Oe>eQP;(% zP%#+pOQZe~gMH%rnmro2b#$Ep^>36PVfcMRd|uOKd_cr7PvE~ef3_zK^or}l_L}ZX z69-R@1^pK1C-$1>*ZB>aWDFST*SvVtVq?uai1*_4gFRu`k3#(+4D}S$Pxid-|9hY6 z^Y&UAz2x+i=dk!}uQj4yszJZ%|6%(FMxi$>;j{?$r-hjN1Hup=aDG~gw-t?Uv*qzm zt8&<-<+~-77LYw?8@O&uyl2SrIeTrB>xrW+OCjE&f7JGub&^?<4E{l1tgqV96$3If z`$ByJ?OVGdC8oaB6Z9GRq5buOt;5t`AWy_PN|qk6Rc4SMiT7vhbvn+tdFj#~un+8? zFz6T3tE26Gd}Pvi&R?Avt3wO-i@rBO{u2g%pnP>cENOm!s*%sHi`0$F%Z_-%e6YVR z1Nz?e&b`gnfA(Eg-}MqNeHg|-+Q<3rn&2|*U;PGZ;_wfdXJmkW%~?H zf4AN~L;YPZfIdtS%ZD)JpO~K!hIoqpi?#Q|`l~%_f6eZH`xs5z z=gfTh-T&UNnP;9eXP-0k%+)TwwZ$od$3OLHk9~(GCc=Esz6b-q|HUjmQak7i#xK^N z<$vn&p`*tXl(O$R1?s7q9-3;#Fh8^hjUhACrwoh(`62%_%#4~M?e{}H8ueGhx_-wW z*Q+28!kd%hDlW;f^CJR{eG_k3blwR0JGCD$uI{0n4E=F_eY)&FvFpTVS-Kxw&}a6D z*4wt;pl_%zgkk=ee=2h1-CgFT==5N7x93N#xg>H5u51bfB) zT0Jf-Ti-ed{4>(4HNYWh-JWPJZ>=d`z5BF_?kh(AYSl$`^$I@B?Mdr-=Kc)l&pe)K zebFqvuKkVAx4+Wj{xw(SxxD-P-JE)}MGyQT+FSoMi$^c4o)7*P`AwL|SAqP`VMu-->~W0?N`NWd`Fy9C@a6iT zUAyakA6*?*-x27jcX^YrNEP;XP(C^~rq@Hh)j&MMcuW}Pi}NGQ&Kn3Aru)@6X7NI2 zVNQJen>JW4o&RjWbe91b}C%IvJ&jcQ|!+O!+C1`zcI*H>u(JCi+I07 z!1`y>{MmSPUXHc1`V+_WeTHCwc8*w)Z*bcmP# zVikr*m~=UiG6U=Z=c`v^5H|A5UchK?df!GZP*1-J^GEp*2Kmx>*v|Hg1%np2KHD={ z2>Orx3CrIkeHwIR(9=;rOW?d9%4^Vxw7k{tY`H!UI^WIQIb=*{+AkFh*3InY_GK1d ze+)M1)0Vcb56|ZagFT7&=L8JX_w)>dKB4^B^K^e3Z>Rks!Qd&y{+7pOZMpvn z^b_ML!r>=EVOXyqzx2Ijy2!ot1pd?W%RP>K6ZC@f*+}0I{qM_M zjw^#bVZJ(~x~Y8r`y=qZCq6$k;6S9=bRo2(yoc`SIkTUYH0(!;zwZ+ehVL2B{u!q8 z0j!<93Hw1vkKu+AADfP^;C+OX)1Ai!e~7fme=%`gCd zWBeP282k;=KkRw9WObqr$P4wuxQ~9t(zClDKf&>h2izF9RsAQ}FUpHB=r6S!hYk2L z|C)>z(Pup8O2N;46JY&^@-bfJSy=V?1@~XZ8|Su2l#P>9WzQ34_D1czo??7?ft>WV zP>?5$_wBlw)-EN`52E+ag{-2DqWx2}HtZ9+i`z5e3#|KukS*^AL@$v$#50v4`J{h7(WPuKL3Nc z{j&aXq+cTj$Jga=90c(d=^qg`&E;wD`5+&R&m%r9pT51ZvuqiS$8aU-6T>w$ABJDk zd`3<%aB(ya1%1T%jT$&S_-B+S{2vtQ` zg#8!PKhyN#KUMZ!0{Nppo1ScF49Inpq4R)9|o_Gx2M5 zyYzgM07)*dF#`>&wFeqQ{SoIsX5_e0zh=H>=eGoAuQIOn%32EfJigD|IdgZnhX-MN zq}RM@*NASa8l1m`f&VCf3*}G#os!>3n1DaS@y42k zNvOSE5BVnQ*Vuhd{xc&_fd4>$K^WwN_Asuiro+c@O?mo17QwjDTbh0jo&o1?(7zLg z?>A8&7_OxEjq`eLtMpERWw39Y zpXL0=3#Yt=i$`cY%e@9k-{!3W`@s2FJ{_8=IP)m*gP#AQGdI4;7M@3Wj@MR5`%|mK z^NI0+VG^-7J-GbG|5}%9K5icL$N5h1Jz(`Y^bFV&+RubQf%TAvD{vnK<`aa$o{(P* z(|Je%!*t&%!`z=!JIn{^BMkWm+QWo)&jThGKk|5QHDL6K8pn|!e_S6~8C9?9b$>E^ zKY;wP8fCJ~z)^Ib0OxNl)5o?wTaN3Cb*J559Ridgo>RL{r`}~c%i(+*zR%hqa-z1I~#A}h}$7Q!+XHdNT=WGZAe~9`;81gmbA7Pju;a(g2 z>AU>|dXQg}H2jNXcW;OD`P9CCxPNoFGrO-!Fln3rsI5+UP_OPU_UDr#3Wtta;K%iC zQls?+-Q!N6ALzeqeIf^Sd#?`j$N3Nje}UuMK7L|-_(fM(4MJN&bX+J~BD3cUa*nex61!xuwG^_hs5ZKl)d~?7lg{lrzaa zm&FEi{y20Cva8QdRT@hCaOiVud3)1XUT<-jdf;P!;eXH{?U69-*W!E#gS>FQ4$I7x zZx$p&eL}n+EFjFjUlBM&r#yT2HURjA{B}5E)T`+HPhM{%49_D!2}AvnaD~jr?$?Jw zy@YUe{n3^_#^B%3KRF-V?Va5+9Pe-%2FUq(+Id8Cb4P7SMpFn+eK6IwDOx{FTkD)%hj3`## z^Q08`kK?(F+4!!mD3#lj%ly*sV_#kXe`hP!FPAbyPfg#c++Vp=XN`1vT>|+Ku1^Vr zKf-+5_2Ig6k4vqgeUA8f!k~Z1U)JtI@^^hzEi4HXtsgzHKVq;qoxibcGVM=Me^^hU zy)*of;tyeVpNN39SCV`PLq3W8VC_<*Ujp;@JKM7xx&8?zWDh=XA*z=nKLv~SY*^4nsD1szK&4Zr?0mOCP&?2lnL1KOq26>@=5(asp zd>Cf=FvE0TzQAqA;)-eg++>s3^O^f9E0Qn3d_r-2#O(jT1yd_#xeeK_BSYU`GtBpA zSUcOVAq?_Id!PDrMts_M(fmi>-dCXjxq^~}&ocpJlu?CjE@03G4NBx?4)cAw)f^f+Hke->R1Bw>R6X^%i zKg+0t+PhBeyk0T8)5&Dr;lIIu;rg0k`hPY7VHh9ZKU+t5XkttN@B_!6ZJqIXb?+?5 z&k4s==Isu3?M(k)Etrj%#|OeZf1KU&WP-oKGue}r4-f`>$9O~-{1>j5Sbru@)}Phi z<_vq~c|B|()Z37rIaAgyU*D$+@=>IJ&bhvaKL^+WzfqqE!+nXUKOQ+RFD)*!;``Yi z-+DZ}6m^8%w}d1Ne*aZ0>{hneP;yfc}cVCl(L}{Xu>Z2L7NvGwezBZW(W2PT?5}W^wI?2P@XwjT>6t(OkjC1@VbZJ~F+Xj)vC6K^@P4ch6XyAc*Vyvi zFW+Z#dcAzo!$z%|%ID*?K4a$m=YHJ(d(}^0IAY`z$ggm|-nx%E4>)TK`yTe4N^;4hLuZG8~ zg`tb}^v?{x`xk?Kpnmx* z>bq&`pY~4lJ*>dzPC=8Fhv@%tF<&7J|5uItB>cbkQ~yP5ychc}9BKa!&x_B$3492D zAbVXjKEz?Agb~;e(z|H7S+&FF1fGvA@)&;Lx2;2mJM_LqrEf;(JI?|B3B>$m*oErh z3@6b3GhwhVj5iF^{}&1fgTJEpmq)3u>N*(SKLE!^%_C%@9ICP z5brP_@O4$(=Ck|&+_!@M+|OzFt<*I&@PBp4KZaR7m@xOpe(`CDPqnDaY`rM=2K)&C#^z?YcB-0kKZj;g83m~s3+ritUZ$Si($GSP_X>|gjHwT z6QI6^_P+ePvYX&n4czB|^Ix&y@{8Y}N5c9I`MV-G!E5ml(S2>GPlSR0NDpDopB2e- zM?PBBSJH~c3+U&+|D?OHK*Q)~aG>SgNj_BM%^al;Lbv5{!&Hn#E5VY`Qh+67sSTEyz zg7$p*U?RK-`i${6=+x})8P~o-K7jKNx}4TGt6ieQ%syB@CoB~sl_QoHVK{H<@eh7X z^>%6pdNF@s&$D^~YiH-Lg32RZUuV6AdWraZJON?Y4@da~RYZTheOUqg6X7RK1DE&e z3GsyH^Rj5}pTa&|KZ6=arz>iR>SNR&F+7j+TiMImB6{p+uorxOrE%^vq3SD$uh@U( z@TvAc%~fE1yHq?s!f+l5*73A6Lkf;Hv|-_Gn*W&ckpSkshSuCQPz)N4@QYpuKM9V?mu&m&%EQ}kiU z2nFz;g#EXsSC0Gx_KfpchggyAr>>mh%{`qR4Y2ezM{r3Ln=Bc2~&h#$CL zMHu|0!r$$@p0F-0@r|3b3*VnuSL*xaVct&AXXNkt(AMP7W^dU2;ez$4^3q1P0$}|= zPCOpNG34(FgFd6bW!RPMoiL1#{%!r)#Ps@ml~A8S`WW6#_PxO_>-oz88DLLH&xW;A z{y2{M4H)&2FsyIUzBU|-aQzxK5zZ%I{z(}80pg9H^7PL3bprp0;{`96)8p>-LGb^v z$nW5gas^ko(D@sNqsU(qhW~@Xe48-556|N;oJRRKd!C)A zAPnnoqMztt`3~#P;z?-e{hR}XB6z(f^!G&T8r{R4-VuKZb9>vgP4A=bAVpqZ-E?1T z=GfPwdN9Us!r;G9e+cvZl(mD`NN03J8P!<9LL@e*eWR|7Xv$de>H+yieE8ES9D3 zPX$|D)ZQ|t8|)kD-Cj^LX2_o1a32P~Z~NOR+xs|80s0HX_CXlV521X* z^$d2;kjaJpJmg=vNvhSIi>H9UgpUq;zEABl%n#=i{w&lZv;8%UhwD*>+4>{Gb-|Jo zbtj>|h3mv_KbYsQk!g!I$v-WI`QiJbx)d5Y`uOto zS=7QFjz1@6OEG_wSzmgecAJbvK8~t6hwAZlM<$HktguNWr+*%b6{T;>pjLy4O_37vt z@JHycqCc%I+W*=B=7au&Fw~WYdJR*6jb61iOl@ zCT|`g$?J!^cj%YjKG_N4|6nmagh4*I-X#q5{Db*qZ-H?e>-_D2U zQT{O*`a?I(xD3T@TTIlLeBjbY{wVsF(=JLkU-{{IB~ z?-|#z*GI`>Ua#3R+uH1V+-{H`@^{bA@&R3USHu6)WB0^Iq?m z))kJT`!SKey*`#sdRGSnM*8 zD*kK@Jtw?AJ) zvGsrBA%_0ApRjNF=GpC*@!+0Ch>g`KSV+Nf_BOAOFD9X#9z;iy;sNoFGjFm=E>%Rp2kv7 zX#V@P9LI%}D?&bw`$L4G9*_D?80bO$*zY&?cW?WN@cksUBj)~W|GGiBxgW;Ecu4R5 zM8gHyuWo|>ME{l${>!|7)h(WHCd3~eysGUJ#3SsVaN|?+(C({&e<&ZqkPp)H*v|cB z!lTobdxn%kK7{=b>>f7u>4%+go*VgjAZ0UrOFWX-gAOXL_R`w^Tb{m`798p#qjxp> z2lxZj-$OHGOC@iqaD6*eeZykO;lm(be1D>>)uyuM9=x8N80TU(&N>US7nFBm>Et+p@!HWFR`gZPE>Is8a%L%~gZ zF7G2cx7}Y{-30Lu^MxbBf9Yfg`N4TnqHM-(f@Pdc!c?S zG0CneLVCRgoXEJK$eaWGjp7W1?=I23DMy!A97m*151;2kH4CABz5r*{u&X+L! ze>~1FEpdEXpZuWlF9PZ;#q=5Gw~W8~i$^i}5{Tt)W4#-snI77zyeK>AZYlvEs( zTLtwJq$hQL^4JAuFY@y<472rRYV@jO>s2>{{@{EF^Yt5H$VYKLsj+dfkrO6@|Dyhg zfj_8^sTn~Bcj&(X`J(<127N~Q(sJEK&px?PDTdZBgu!0%`LxDU%?BgTKs>_t9qVSU zbYK)=Uk~Jm z>qEkFAKCNR&iTvQ?=yN@QtvG+UJUX^ex)Bz)_<2GI{$?95$5Lu(qHWgdS7-Q>;cz% zCnDN^g!xVfe~tM&VVFPKBg3q|aALQxpO)}`%pdu2 zqW){TXWn)AUIO!z6V2n-sLcxl`$Bo0)P4DDaKszfk45@VPO*E`RC<(uA9hMIyi>Y& z2KUdWQcmX1f8GxIh4RU~cg49TYa2KV953_Xx5x7WyMg?WKUw-$c7$9~0RM;mvnHz9 z2$PP%`Ud-Fr8+lB8YV>5)pby~xkiIi9zvYWY`pDKYd~8l_TT2e`1Lt!FG4K=p zWwwl0@cXcSkbj_kWOpgC$tn57{{K~wJ+H9!+ZsEbpArUsB7NB_MoQNCyL11VouL1A zQ^jPUkJ=wPw#R6_;`W)NpAx%n(RA4F!1kO;Ynwt>OauRg^yN$|^FDLxfBYuQ<6n+n z)uOZ^i7+10pA#r$@_2G6`+pBXPQ$xv-9C!$lg0U*O`BD%a-}<8pPW;7+cc!&E64}m zM;P)!?0-&s+yFU=JkWpChjTIaa1pi9US2zdfnh)dpa=zR6 z@o{Pkcs_T2wCNnjZ$+Tb*#EqP^}MfcQec0m@8?|t8+;u_^-i?^^TLv}k1}4;J^ml= z!*H7Nf~_f2VE#zYg;}jP<#x;i?YSWK=Y(Osf$JHfQDJ z?F{EjkRN$^aWM(QlR$nLfAdDCo-8O3{r@G(C(lkR;p=o!eoa_-!}&mP2-pYut31Ro zKJq&+V`$EXC0ab+z8GUat}S~P)HARiMHuMA{EoG=_4>t!4NdWm1ED|GzZquj1%Vgm zExouM#vdl;e?eT&bF!QD`TPsl?Ma#LmIBY?d<*a7%#c}c0q5xme_!ud`(P`qH&C8M zV;ZMD$x7t;MNyn<g+fs_v9o5(+gHwg!qOau7&cfQ-l~7MW`UnGkXs@iDeXmpU=aXWL zhBvqOYhBdeMofPX@*7B3l#?#3?=gN{+ZXvXVTwGoBYoGePoC=7;LiOm!z`b= z{v&_;%%gIgA2)T~8%+zILcIaUzd0t#ChoH|_+MN<6NdT;(t9&_+^bzz{#OsbHC^Gl zWMT=-2cN&~=FuckxEk~k`9WBg?RVdvoAPt>Ss#d(D4*LGez=b2@PA^+zw%xaN6QOO!+pazUipMP!L9wFd_7h^ zy?IKUq3HiQslU&a_mL|cAityj|21~DZS4T^Kz^1JX5YsXhV>)zhcM_T(!((Q-?5;= zrNP#9ejWHHw7-h8n!k|w`PnC?b*QdqTpni$^Q>AxF*Dwmu^a@rUSn zfBI;(Sx-49qQ81VNzxj)Ov{h#i7@1M*uUD|s6|fUJlH$RlQ8HX+8<$9PoREOFFf~7 z{o``TPY8!R8dN(j6vijqxSp*>4F1|wJYT|az614vFuWh*2kXziH(>qQ zc@NfJM)cPR4YY<9?gf5oi^s27R%Ou8v4Q)u`x>5+-K%@Re2|~_7fgxRR8k-ra;dIc5k zSq=Jv_VM7l(Js@2??GQN{uAc=6@+;{{-C1uRIg}DIB$sjeekS$eW!;(FdpU$gyDTi z|HG`Cl10~j;XEb2k1)Is+aHZj9^jfNy006@tJTyfjVe0J^MP8&ADxt!9^&z$)=lmC zN`XDtFV?FF1HHJusNH+B^RDqjAimOgx76R{)Qaj8IRDz}I}-1{YqI;v1dscNEOFc} z+8;oA9v?ao*WU1**B1!$`sU*t#kYUz@<5+b#PVfWL&E=W4C~n?e`C-G*S|6NH>_{a z^RQk({;=`b`v38p;^O&tLwJ4U@h=ODRr&R>-+}h=uP~4vRqkkNa8j4Q{*RM;1|Y| zI@2CYb=M8z_C}cZugkr6xB0f{K4GMnFweK@ZfXV=W<>%0sDBKz?|&I)`2=AuFT#9% z&H6VGKk91M4B7ASnBVVE_p8j{eQ*-IALaej{&`jFe@8j}PZv%x)H#;O&o4av;S&~H zHJ9(-JpI|cw_Cb9#8a$aFdRVnP<`*mU2|T$!}<*En=rSh`g6aB7!6N``;74Y&w8u2 z#l4Az^HnInXH!->9oje_{24y~+;q+KehI6gK7{^+Fyu?PKf&7Reog_yGyZ*^?*~6O ze>l=`X%^Tg+AG7iDZVny&Jz)4|KB5co)>;FZSMu}mq9E^A@Z{y#CgZCEY8}A+!Ul z*Eal@F{HyM(S7PT-?!<*uMg|C3j71EcL{@kL3-XP?wegu)P;}t&dwtLfnEvEuivdm z3AJ@?ms$xYs^BLe%=16O;J@&F@7BoqPjzht|Az8<-(7Q^R-fCl&UAi)Fyz}9PYHwl zV7wy?`4`HAwX^fWgu%X19;|;By`S}e$FTjK!OQlA!FgL6uXXL895-Y5ehlCDL95%4 zj8hvRe?oqI2s`!r-IN}1egO6H!`@{_vaTI~d=2XzjbYB8yG5*qd=L9Keor|z=T;o7 zXK?->D_?YJIVS<~!}m4K@g6Dvays}Ed|%V9YnRr&D(R$2&wm>1WP4j9N}19BY02!{ zTf6D-{OVKau*i6oS)9M0UcDK7@zFK#59l8WLwrYlAq@J2`5J5gLi$M<>=F4#80bOz zn|m8YcPOm|`U&^9`TlIC9^_+##PV-O4C`T(FJbVX$gk$K;{lUuy}@3PU(M$i=0#@v zLjFkjPI*bvskwRy+RmkTso_y&u`iWp#4a5uV|K)s# zDR-9rW-z{~vT5aDYc)r~7 zBjR$R>>2Q)+Ae=FMd^(0}?f9%h&fZq2_wRlAE;W+NU z2=n~#+Y~*QDSm;lKE&^jzU_3iSZ%YM=eLBpy%UD@8_wt3NtL?WH(X$ReE;{|9zO>U zyb1XhwiD+22|p6XhTl{E3iWQ}7h%Xh2aqVUtUr;SA6F8tx?bMH?dwNH=;{gc z?!bM|_`aXvyPsB0+6?xM@B3Nx%J8?UZs%t--p?l4nSNFdu)m7+4~E(PGQ%vNCCuyb z3}^g19$%lc=ckiCw<%s4sq%aQ=nvXc+q@65GwNiyeA_ZNWzP3p2kkiDwrc&Xnptk} ze^^NWFP&6<+aAw(KK*O;$stEyo5T4MYG0obC3$oO#AAH^caX)Xy8D`-zu5k}b>esH zUe=&LSbzL8J|a>tMzkLJ2LpeQf7A~3ihnTJFOJWiXa4U`(&w(D?q`AjL4QIR{0qLH zwX=FmyQ`Cwhe1!CU$(n{?>6*O1kdN%uX+n?n{wFtP$(g}L|eXS2GB1aPbkqbNf_K^ zo($zX3`4uvUWF3r%9GFe+-LSJlsL0+_R9TppdR2S@`nt=d6=>P;6r$RgSCTxiQ^r^ z3XwQ}hGl5KMksOp(6zMT-+^CZ{s<)=%~mzC90dM}=>0K$uC#o2uorBX?A3qYxK0Pa zzY^9g841<692ZMhX%TFkov`9m+NE-A>?2m<#-xg=yaK8cb z#rI1cQT>%3=?LxOcqSyw{0GDEJps}qb*C{o+V239hfum)&VPT0GN4DSzYGI^#rnZ8 z^S>N_A$nvw=1+bT5DxJN>63Y_bauW`5j%e&>@cQoMxR8{|DTHUF<}S0qlZkc^n&ql z{0?90Jl}Xv1bxNl<rh&iz@tY!u<=_U(V9=WvA#HoPTo1x65^? zGJ^Fc@=IR%TH&<{GdQm;_9sI5Vaic+v@|(=^25sKZORngmx<%a`^<4bJ_UzY!`8I&iDx_5`**5h@K1^DYh2g#9XfUg+WtmJOVK4d$)>I{lqh(dNj(j z+XtniJ!%Tr`5Ym`^nJdtyN3PNZ(UtMzqQ5lC(QB}VfSgrzCB9a3g4%pJ$K(4P#Hd( z`$HjN?!UUH_9)xE!wl#}dI*C)qCGQA`&mN5Y`;sWa`yeV(@r%|-$wtUQgQtF_oM}2 z-zZ;|=e_rNttwL(Ri({S44+Ma?;((1stP~v`t14v{vGvK)g!8+LDv@IU4eLh zgu%ZdeGE@0`yveYv*UaTv-6Ka)}Q_lN2ppTTlHaLS@y0=tR5vK4D&(z zQT_a_-_+)IsE3O4X(3_IFQNzA;r|x?!7x7RFZGA@6w1Gca_GX*zaGK;w1kH*dR#qP z3hWu@-vcqLM+gbSd~m!TrlIGa>=_ICkMr%Z{lx5!1)}?zklvo|cLHAYI>hy%XGpZP zdE9T1FOJ`{RAA}9SdZI#&sRc?Q|EevywP6~27aJ@5Qgm8w5-Sezpjh&@6Bu9$nM;PYs^*09o4fq=ae>MNcz&~+)n~ewSD~!Kve7e7k zwL?CP`b6zAp~Mf?pY9_O_EJi5?a;{(_$}TqV3^ORSC6rm-`|dacJyxy&m;a2X8$iO zB+T+_VQ<5wq1(-@*m_CW+wuL`vj03_eTnp`&-&2g%Wctl9h4VguxI42ddN>bdkrCv zx9Z!i%v5rgvh}!7Jtn{8X!0hx6s#{X4E_S;MeUFupnhmLcN_LW_X5v%G}a%NR9@i& z{6%^QOGXnt8k=Tre0R?Q=1fCDaI$v|VoN3H1aT@A5Fq6M?mm zk0U)A*Vh}qZE6F3!ue`EpLOV0*8r%OAb$yiKA`>)27RUHu|M076!uxyY?PMa2l<6~ zJtypQ%Fbz8(nsJY`X7cVzZUlOZ5fdZ_aD=FEMeab^%gfjR)KwBf5MP|<9rFj_&6Vi z>3)CqJk%R-KJ0nQ*I7G%Uq98Zo@dt>AtGou)l}T_wyVuFyKIt9Mgw> z3mXd$ckBcC1oeM!I>NP8bY2XxX0PVL(Vye|Xfk5b@$;{6dJVX!}x7hyR6hVg?ir=Q^|es-#O;_c+euDUj@)}rQVx(z20Q@nIuV-^B+^AU~ zOZ66^-rjw;x5!)oe}et>l7D=D@@gLFJHB5prM&yE?zu2O9G@`U*M{+zFvyR_Kc410 zZ_*sdr%+ych(Z3yFTEn|X#3d%;64HL$9k`4D&4>P3+xf!H^_MCWbIrfCHh`bIM{ZS zMw)JK9&ZN6+SOX+EM@0og@cdR^~|d-g!K;6Klq-pw@U1Guy=evVYYuMWbIMZUth!N zyD&8k=+_g+2Zra7{SxN`zr^)Up*~_B|MZ7BeH{^8$o`K-s2?-w zmfN2#pkGL@{vOxC<(E^z-wwt1BL;ry{Ea(N{Z2SUE^A2Vel}pg=-&v#{Te8rp`qnP zOZ3vXe;>L%=%SX*K)4?e+YS1Cs9t;Q0SA1-| zmD{J`iTe`*$GilL&l~=-Ufgn2wBAB&)Zuv9=HH_C`Io z_l%a}`4I;Hh5E$Wr;)uF{nuf*{n|))9`j+s+`kMPEuWUY`vyDTAsm*qYGg$1M&Pe_ ze_S}M;l?1vSHW^oH2-0r)_N>SJqr4S`brq`ZKU5=b;CV_0u?SlU z`TEp&;>Za7ZjrElnJu0VVTh;he`CzAtlGiNn zfV|LN7^eFcgoJrKH!1H}*N|2Q_JRF}kJyql{gnjF59d3)prd?TYRUibjVRw~zn=5> zJ^W$Bz&mYgp&jWNA$P89x_1`n5AtJ#zf0?ZW1|1>#_ij}#Jy`=gNlk$Gk{dlu+{|HJo<>O1}H zx?0hBckzCXkT9%=Fux-V`ik*m)Wi-0_Su;$QhiuBYEt+y-Rb{CHQ&exC8qj~_*XX+XuEJS4Q13wf9i#1beyODB{}RwY zjTvK{VzsLT)+?z0V;pAv33^g4*Mr_SCM33JRen$I-^Ogwarctr_ZJGs6r3%%^(+(e z33|TuR^@B0Wgs7v$Cz);kF^fl0DTyL%=*9T6R7$c*4MaRHJh1OH1A6S*ayzfY^R4x z>zt|V|73+`M+PNHJ(vda!}$>A{@ScO`jW%QHf|q;p+Ak+_G^Z-geyBwAT;mx?Zo3> zW98_4fzZ5f_TFnpa#+1oXukc_h}kD~Vf~2fA;Q2flqYLv@z?x;RoH)#y`df7XCcwz zaBB2Pm@oFXklfvPcBm`J8|}v;N%zgWQH3B6low&{4+(RBW^qiAEnP4i{5$g3qP+Li z5e;hKe^EciUeG@8*j@+uG3wtqL2Un&Ske6z$bZ7{K79YU4W4>K_2prF9B*9V<|Vg+ zPk_Brf5KEB6^^^I`{N_YJMeyd-csdE;*H=^&VS2WPi3oX`@ncO-|+)Ht%65e@qBH( z^-tB_wv{|yj&HTt9r;89{4LIZg8gO>!6kmaP&nay+i97kkuvf0J}XTtW!FO|V7-d` zwHh#S(;l@V`IEH1wHh@#dBHh5;0MxYHD%H474JNN|7c%U2Zv0TeX$$Y?^%(F|d|pFH81w=8Wqqliwa$*C zTpz4!%eGu`IoU~1@(a?381xbCm)iMy()#m3=oV0@JCM4JTLc(x<0q0Mc zudgTi$nO-`?F9YC`Py{tmGrvHF4$j2{UFTaD`6?RFGpw-G3nNv@6$jZP+tkdd}+L5 zy%Bk`B~VX8d$lRO>GAsI05~6RES^7Mh@a?RZ9aBiX4s|+^x=FN9zyvWVR#?v3&V6@ ziExsSgGIW!A?P3KBVo2*C!F+fu1=Sm(cJ${`ZH;FUZX*$LDb(?;=ll%G&!(OeBM^a z@Jr^bNSF^{{eJ88{xbpnKzp-A%$cJ*yD%K;@5moJ zw@x*aohE@j;Cu-4`mWuY^b7h|M*}^mZ+3;phNlz%2!lUEeP@`h*IfEP z+;A@JDDW5MM;QDQ&evtu`KNlCUm+hudI=L8myl34a@XypgS>8nIfCwG zmFStOrkm1r>>i%KOdZ!SCQLS#ua^n4^EE=kpl`^JsUB;JJE|Q9eL?!CE_-ga;;a$a z2j){#cWEyVHhBa2IJUcQRvsPsK^w+HdI`h(kzV)5T|YlpaO3vl{&<*_cCcu@iu&f> zw5RFdYf(Of{*o}Se@^q=TUQYNOTLxHo3>%XrJkd`LBCOdrorc7N-e{A{xRLfPUqFD zGVbqYB)+{-!DpOBt8?UG6f6IMVx3>NDbVVM8Wf3OOT zPwh|-!S@m7^-K@B!9fy3HiEy$_Y;Qmc*rl0U4eh3!%ip}NNy63PZ;tUo4+y0!{Tqu z>$@HeVI2dXT;uu2+=W)wJ<{^w{tBGW+$(NVY&va#`Q!UMyZm=0QO^?2H(wK zgL6Qi2^UC}noZ~d=S!)7%c1c#3-|Ho=Z#Cvti5*-_=EaAFQl-wA=XQ=j`q6Yy1f2hyH%v54G5Bu~Yf}&wL}NBzfgYknib;=g;sd zykAjB82Ewu%Wx*mhcJwX^JAFFYyRFBmE+$Q!2OtLk6!ARjC6-5LcWXk=(V@-*48`i zpl|rR*X;+j*PA=T{0RRUf4cOS=ss4Ij~8NiAI3X|>3o2YFyx2G5AU9N1Fc^qvGemn z@1e0%kGmfPe}L;f?xC|FX#AiUriuar{MtH%ol>dJ6i6{);fg1Jut&mN^}x z^fRCykM_4HKB>!ko9$fR3B&wwJl~Gt)pLD^K>SAjFswoJ`>HHhRr`Gi=p*vmSNr44 zkn&kPAM(wsIBN2#5Y`Wv?-GXkqMmrZzSl-xi)gizXZzp2cgmKmTeN`h=lE&3n}2=x z6~;$?5$5@*pXJ($kIk1MzM{VQ?P_pv^@{-ihV=U#|FBS|M-|uy=I4tScQ`btZUpEz zj<+~a$w+@dge0?<#TgfVM_W{I`y$M~&k`;!%}s3?w@E>LAL%D7N8i^7mmW5;7;S0K z^Mj?yl^d;$hr@kp)W2on7DVszxlWp^Jhh>ojPqT7qE6w&+%Omq-?u^|YH?2I6%gN1J}c7evxjw9 z3;u4WcznW;{|Ehz!Ctlg#^A3pzEFS2Uuk?AkL5!v+Af^bG`-6C889O0UETK#m_O1N zFn){9$E?$wo&XQGJNfdPKt4D>hG($;@v7P}qx4`t=)VIH^Zho$aGyNNFR)wa4W}&8 z|3x5ufyaAZ$Zxv<@fFvT4Ab|L!od74z2~{FgZu#d2ZaWw&j}vF>rX*Z@%dfmY4ZFc zsIuXSZXb0e1EOzbZ|S}thdzb)j{3sz9-?REjy%taeMSG5j`Lp`J@n)a(^&A|xPDq$ zHG9R_!Ad|M%72!^J|=A zH6p@2z&_A_5e9ys|02xS0}N{r|JO`goOpHcDIRav_>bu6J9#hg1K&rO*WcD;3hzof zPKA0cy}vj+!M>{r_%HN#YbR$f+co14oQFX9taaSo#q^vl_;>W@Yxmk1ZBu^=_Ji?o z?U5f2%gU~S|E2y}_DbCs%7Fb5e%_|i?-2i>l?_U$)dpz{V>!y9QySZX0d_RNlTX)UvxBW{A@P~-k&knwu9`O~%7vKLS zB+TuBFvL&f$9liU|8g1!@OVxb@~eN^`TqX~rL?b>j^!{vY$wd~zYXdSHD;-%fjqH( z!?1wlO&HdX$WOvBUz7*yKjU8v^P%_Q_}~xz!Qj79{u^=!CJXu`Ks}w>-=_SYlz$WU zJJ5bMAO?L!dnU~D&yDBX76t|wf<7TXH&!0pKla>O?r%4K{khZSWdh6>?J4+*?q0v_ z&0PP2?{s&|k?{b1K>G<9XY6-sw@v-P@tw^5%7%d>o9>*ZI&ZYYS(Q{w!$ z-uoU^bTx#ZpW4>D+4O6i==(Bk-&S{H_m?DH_+B4zn6>(`xjN@z{}=6tFt4X?-`)H6 ziP3F5AKLyk*L<2soe~a@c4EBia5#4hu$}XOQ z`{(fe5$e{v2ZRv~Z4XuZ%1g2HF_C)F?Inwo zApVN)D-{w3`xbwH#xVDP)XwWG472@xhW8Ntkq!Zc=KHonK8yB681DB%{fZ2FJtjZq z9n2s7Ghwg?oNr|Ps>3RiWfkcDLt#|l@Ai!kPfE1W^HC8psqR}8KtFK2sQpj6j??N0 z`3TnQ2t&Sr{9>4`zjpL+INjd4k@JgTx_?nf81w_>wL|AnL3F6-|67p09WztMbUq#- zOaFf*+~Lz~@6g;G_>1vj$I{XP3+02j{qAVICwqUEzJdwyW9OXHwUbU~@p!b;Cvww= zo~d#@Ai}^;$nXHtFTxNX@%^m58`mI4<3F{ZaVU}{gDs9>KQocx$tf-U`3L+LzHg89z)ZFI zJz%|q{)%B%e;^F@iS!fZ=j9n@=Z*Kk^~9r+x&pt@UKwWf_dUhVNsrX8gT9Or%X3fr zoXOV(c5uD``|p)`^f7LpDd-302ZZ4~8Ri=dv;D2T#f_g*!w>TH7GdsR;)ExktTmhr z7{`yh*UREoj33v(xc`L9yOiAr`$c=%r?SCpkLrEMF9wO}V|Y68hcG|SMVPO*_F0-6 zEpZCw{(WD{h`I+|wZVTNzvJb{_I)7C1N}n#j@M57uSC9%`^WfEuO7whPvHJH-Zu2C zwv!O}h4CZaGgmhGeY6BS&lJCJ@-lOc-=N=UkMUnWM1OKmfP5S0Lm2!Oz5l-v*|Q}r zK;MwR@rYr3%*MchAN+9Lc2DS$&Z7w*D&DfCPwFm+NBDeVpOM% z--+7N1B1?s{%?%>+ilx8q)7CClPHhG+27hi)W&lElDNOK#^giKfqohfF~lR}7qvrv zNaJBUub(AWjJUDrTUS^gV*kU+(Oy&U+VXnB;RN}Q?>Za<`jOv9W~;yUITx)!|JNow z@^Gli9W@`Y52PUlg)@k_j`-PR2HgZ)ziK99Gr-plu| z2y=cD=J{euUiGL!#)EmiJf)^;zWJ<;l8(|kVtF&n&W96*@z5Wnc32#=&*>BJ2l+*q z$B$I`qDK|qE4e>Uy%;oQ$vP9*pF;kn{W-8vVL~|jKMWyZ@P{~`V;SD(0y++Y^*;6| z4BvzN+s@+W@j0O*mtIl>`^WfB7~(C;N9kU!z&3RWkT55WA9p7eB|Y2~{TVE+*3lYZve z%;1a+u1|!yd{{dh?}XQeOX;#kpigLjC)VCnlxg||=i4wop4hb{ZNS`4uztevPh5)K z+*RNOr4!Cw#K~$|29NC zK4Gv=9FH)>SEPrv)BUr;OsCJED-wq)o6`I<*OkXDR=WrGg8E7r{*R8H$95inGJ}s; zMh+0be0A~th(Vu_zpS0^YY`F#dqerMcBa3XA#?gg=ve^$D38p-H*x(hcZKye#y7&? zukid4VHgkd7lxUA5$-_$=OZKx{*T80Giy!I!UoW1lwX$2rWr~p4NxCKf0K24T!^G@ z6U-0wIjde_)|~C?V86H?B@E-?egbP(qj*Ue#>e>*X8)HUJiY1U@~^);^Zm)wNvCIw zYM2c2#QvviqGw%<7S($Qf9*42wTuAl2l1K3+Ha!YbOd|B`p=pDDS`vRqWcR`f6rV} zaw$7DjK^n&nZG2=*P~}%-`;JnlnDBd^3Imsc4cQ zCxQIX9<%HAT#A&LpfHr^&l$7Z{C;yI#Bby`VeVgZ%&tZ6)qMufV?94-u7~WYvR>dX zP=5)7Kfw9soS$nNH@Yi4kNTQZSgvw#MR(9AYQOc;OF@1HKVOuC81|?BY3K1Y=jC|A zRV^7%|3>MvpV9thVf ztUs$?v39qA+qwUycJNQcAEcM(vur#T|IT)k-u$3c6X?VFoqdw%mz3(m_aDx^>#Q{6 z_iL~xJTF9;@5d7ceZl4R9Y4`j-pC4c~8EdLHVhg!c}4 zQC7bS^a1&wJL>C#b@83Kz2@2;tSnyr5bO#0$1tlWBDzmp9RQ>=Ef+Fh0sFZ{A#m zk_R0?zUbc>ru#I6c`NS(rwvmD`$B!ri=EzE-=Pxjzb4$!f3BWiH>lTP{*#B8&-dcY z*0-5Q>bSmMT-RFb5+eG)UGzT}FLaGA94yV_OTMkZux#7~SpT5DLrDr1L|*{A1*(L{9RFx7Y->qw{iXzU9C;|Wgr3b#rYJyaPgh4XbbgDeE%ht z=F_*&UF7-kCH0D4$5tePJ)!;(2K`6=viA8j-lb_?vxghJ0ewJ!d+G4R|87;bf&L;t z3G?`N>AX*Sa^ZUTz7*wGJouVjPn)k6$@+clJ9EX{aV4 zKd#ED>O?jtg8kumg!%W&?-w4BfCg@*SJ39}| z+UGESWShslc8Z7fKJn+8*8YIAhG0Kv-&YaCc|epOVaN|qK35z2haEq&3C`1_e=pH8 z>023P2>OirS>hIy@F8g(&yPy3p0kX(Ar1PE^p-TlKGVMR8~hoLPZ;zU$G@hj+55n< zK=5bSPMG_feo3nF)St+@b!C^xo{{J2L2G z6zC(i-`p2eUG2OE=%@Cl58_83>j~!<@qM@Y_jFCD>cs0Kw_>`e>)QW@`B6JzKa$U_ zjQ1hi2OQz+?_1|*|JpX-K0J@(-@4hWF)sFiOfB*2wyB}r?{lhP59mK`k8$g`W^t3U z8SR&sDr&`EJM$9i2`K+kwW-k#Wno~C7>`SB+svkS67A<;ydezhQmv-a^KFFT zzA+lF)_b|9p(XI2@Mq!P^Deh}zERe9V&=vDBK`g$)(3_?B}V*>Azwg$$JzyyKM)4` zkv`Twh5QL&$fr>M7^eTf5;Dx}hcNetWx_671Eb!3 zkNCbjD;(uh*B<2cr8~#NTnl?H=HnBF_<{Vr^X`&V;8At3zw2WD5eE6=dhTuqdtZ}v z3n0J1e3~$~XTng=M0>d#=O3w9)5gy~-aWY5yX(FgaDE8+%`n@qDj!%B94ZLs`c-~w zPI^(;1%5w3d4p8(-7yFG{#wOk&-mEq@eq%Y{)#n;x7K8f*8hkr-E2N;@6C`_Wq9%0 zIfi;>V2_wzS0aXbKJuSoRxhvI@lkMMv;xF?8gJ**q(QUqDxZ?n7xSkQF+7j!5yD_! zsBf%&3HejjeuDftVen@tKf?c`AIArIq5N6@v&7%Zq#)Oz08@}3J&zdfn@4=FTgORd zlVw2P2x|w#Nu})o`JsI7h538#-X90`7aady_R{y8Jdc9C5zalTH@dC_=)?F^HQl0D zcv&RWA29zW4EY86H^Mw$WLS;HBh1f3RLy@J8X8v({tx+EwLUjZdP57GmqvQ4_HSvD zc`VKIYr^n8q^~Nu_}D&+R5-7I_4ukZzt)zN9MD%9FSl`ygRUu@pF{ap-MTz{OQ`63 zHo{-ipYExd0``ags#@_u-4@RP@V{8^Aq?MdAir2U`<| z1;8)D8#n$cEjESwa?swZBM!%QS-cCJG0w00^0$4RjZ8s4c;1gN=s)$Rc9w5dKkQ?A zw#WzgOYQY1RNWR1=ld@;OKKWlx<7^IvHn09zCRx+)>p#dkI_HYERzn7u)D?MTTNk? zZ5cWFP|w5hYg#;Ie{8u8@euh#nCHLuH>lisbK@h7hyI2zjEDTaA2W9E2bZH@uc#jn z!lv}=_`W~*Bh(+lkdLB%v3B--1YxLGVf=oW_@kfMo#^E{(_VFwmI8W^zS_hz&ALljP)|bsGR(f$WthdE+PZmG zSBJWC|MR%-8nyNVF<^hFua5^FKl%{$9ic$9cSZ zn(`x0_jwV}hx4tsy4~G3RF$vS>*pRy2?%b7{-~dXxj!Wg{6&4LUv%5qzeciyHqdq^IeEUjtvpw9`j_uD1j@>Uht_WY7Vf~J<6gv;h+S&JU&ng$p*#7V< ze1C%UGW?3(|Li}jh4BkQq27q|f6+5YK5V-YeD8w#^I~ku%DLm+_<5-pfpbpxx+02a zXy1gvJ~6%$hWrlY!P?n+jJ31#*9^1z$cv(TiHpvN>OIJx7k64J4F70x|Nf$;`BGiP zJuWZ8+&{l~9x>qepy}M7zwEZ@!Q8X}@CW_H{)jM-FN8rJ=zm!|yC3PLeazC8{;NB) z{ot2Qcjqs-*#hwl_2Z>~bz}0_SlCZSdwrR(xoO6$bs#^?R|vy;6zB8uU@!H;(C%R0 z$nTfA^-)^~?dRWDzdELR_>fu)@E7Iv#<2ZcajWS5vSDKS34=bN{St=rsK|f9{QNz8 zei7y4Z-y1j9W>}N(2M%@Cb~xtQ)La{_dl5L=e}uH@vBJ`-FJlaH;m|Ro&S3j&rcc_ znkOuee+%_XoDX5(FZJKB%zlkWCD_c8Jp5ks?ZNko-R(o+ye&TeHtqfF z5B)v3KOhYJpy#ihPju)p0rD%tpN=W6o*pNCpY-)z#M!d7*KR|6M0pYh|Ag`2-I=Ds zhC2c9e&p}F?2Y3L+(i4AsPBY3X)>HwS7GEfANWJZ}WiL0Dp{zyMz9{)ZZziwDj zTL<(bzdmHCxX%AA$>aBjFENg~shP4}DIa85k^Eny<@~|o(4>9ly z{aGVo$S*Kn69)f={*N%6k4FE(Fgp+PG5GG8|6Y%S`Jp`$hWZck`{RZ98*}#N@bknU zD;B88hV_Dc4d>U?{b=~NjPFVtY5b=7pESe2?11$n+DB8w+IG2=MDW)*pQb0Bl-}js z1NkBTr1GP@%+0hpv-XlHDx$~70cZ`F40R2hx z)v*rSJ12wwBL3Wazmj?0Z?Jb9|MRf)x${lcczy9pkDWTR@{++nV!i3h&qYI*e!s%c zn-J#v3xv78wcH(k?@o>k#B0>g)|&<2H&&QIzJvTG4EY$&hqbfy$=5S$G7f5s>aFBZ8Zua08*5|;l+_CXlrf%JZTF}`8TSkZnO^8cH~McZ#Xx4`#w_`dH-5Bt|j zjrc#Vt~;LV@B16sp`o2fX3`)@DMTeSl-HX?gF>QG+DegzQmI74XctNfB}EDK2@%>+ zQfco+=y%@lbMF1t@6YGszFzm9ea;=P`vQAG|N7anUB`+(9YDXB&k3tNC3!I%K=wzN zulN5v7%_bEhgtkS7{VZLv?szqAM*3dG3SQcMRV|Xl>aY}8)r0bRP*}dSEAR$OAb4D zJ=D1L!}$8mp)lV-`4I;BAU}j*e+Bz*e0@Bk;nPTXA90hEPvCYNE9f8jZR$G0d;aH@ z;2$`ClXkoPQU*^U|0Dl|!C%nd2*dNp55qHPe8O=466qlf>k7ut=yk_qSK zi9S33>fH8akiQWBKG7oj{Pr}QAII^3H`m+7tP((<8v&uz$jQeW>}fZ9v;mncxp7Z^GaYD6i(0;n^>|#Q(2G{#yFp zT^G^jlhSjFFD)Lrfk`(M_gJ}HrFG{r(uUem{H=okE1ot^0KdtYad=@Ug!M{If z{W7>IZp$s{IFiqwu78G}ZhwTI7x{B?!IH2Sg^)ia{0dTCW={1xsi7K*@(`pvGq+B4 z@P_jo5_&kE&z{G2rVl~NuX>?(_%+#{vTw!wFbwjD{|6`F`8?JR`Ck9;c37X1+M8v4HXuq;j7`G;|GM^?)E%b29htbSI!sVh;>M{E)-ijtWW)^jHKH|kd@y?(IJq5$=+WWPXAUX;J~M%yy3Z^B?N z*gwNGzYvty&8QPS3}*3IP)=D=cJZe8{07>i^3NehA9>rc`b<#qxHZpzUozDDl6WGh zq>r+0m~#N;3rLU3-MZ1+7KryFQNOB-=9J7RjtBbD9#of3I@_>ly!nq&MJM5`8jUkLRHThH3u7G2L$< zba+~wzSj5(tOp?f9S{1LWzYS_>Ib3Yec_$VTO{)p zfiTDy?NMXDmZm6RAxF_w z*%BN5UZ$*m6FN;1t~SN|g!d)$5sq~!UQs*98}-YuA<3U%y8n;APxB#$+4&Wr)714> zvdT6?zLw127>4+S@}YLNJ}Gp1lwrFlB@6r;_1(GSvgx+I3t>G3<0)aN=TN_04r=v} zJM75T=Y%fD&bYg}c|klwf9UGf|8&TJc;E;1({1D_RZa5`aJ~`gVYmnBr<=E@^0=nk zpl=+%+x0iu!!2g8^W#GI$d4nx2#?u*me9Sar)fyc54oPi4`Hc78o!5}+w2A(Z;1bB z-wgL;?d?N$)m4v&`3R2Jqx;f9?@s1}evrQ&78{Z+gWf^COznlO=T+@>AihfKA)%-G zyOmAODr~)8=sEO6|2#K6h)4K7!!#cidM;hD%)4?0*em)EVIEHi^Ze5@KBMAMtr}bZ z7kW0Vui9)nncX)jXd10rHA7p6?XL-%qa7V<9v_Byi}KeDocPe$Esn=S&5$!jON~^a zf3z>cT;7_`*4$ioW(%xeO6oy@VOp--{KLh)m6W zwt;{5m-sVbm_Hi+jaj|Lo`>_e)E~azR`?gQ`44*@>>u^f`}F7(yIZ5!{7um5_Nygg zd@au(I&;Ia=PpPBePaJQg-hSNo)v!|fb!8Pwj38f{0P*WC{LY=xz&a#`5+IBM>^jf zifi{9@b*4NzZH7ayi;WL3&V8Zw?G)|1;=BUzE=_Yd_D8~p}P1!J@kLw<3oP?mrY>x zuAsMW@_l)W*H9l}{3Fcc7h(4OvY@xY=A!P0ec)eMPv~Ver`S(e#m+MedgUWWEJ-qe z@sJ+9M+cs*R_O`zSJXdY?hghE0nz18-UI*WkA$H=jBkW_eQBUE++l2Ej!Y4aZ!o-5 zzLCEY&-Vs)llBHL{lUK15)76WuMZM*z&^2_BMjpqJ%nNYM&sf0kPlE_)DGVdqy7!{ z$Ne7iY&!5q`1s10$`hKCKP!z_S2UnMj1Pnr zY5h>>YZwuq_FGq_fcon@-DT0xb6V{GkV4<+U-p(4+QIm!4`X%h*jcZv;CxV(#Ge?} zklOk;hWdWaKR7`O^DTRR57l3U;eQJlp9sVJQnEiLu=bn8A7PlEqP&eKzDQp)Ee_-_ z*-sIS3v9Zs9_!n-UV0afPx!4=#NQa?Az5Ew&ns!-`Y6K?A0+34Ii~$b!T3x5>;3uV zz(4AzUvN>l_sDCIFVQ~wEn6^iY<7QWCw#a@-@TtFoWI8W*smz1bd0VG*gyI=VNQR) zDlf|?v9*BleG|n60n5L;0=>wuiRYYto^O*uA80RxA)g^VCiB9oHs8O>=JNt!hzIz5 zf2q;7J*RYH=Ocywn$u1kQ$5i}na1lM)?3Id)`aoD!@%Bg{DCGXhsZT(Lp~*Zp>sk1rQ2b>c#@>QfrR_veH#K{h}URe ztUZYG0b$r*K>7!1|6bPI7z6%^@ry9nJJK`AbkCe{`)QD$=y|XIPQ98~2=x#8`=G3j zzC#|mv;Tz&gYstY=pwZX#;4~Ix25}l1=DWz_U?Ob^Zre>7acJRbbx${^&VlUUr=9W zsz=&RP5xgzFsqi$UT>8P^1=4O%hn$IY2OU`BwX3!kcoXD$Xib$pTUU1{!xB}dHy%w zU=(lgJ(sPQ2hl?Hozq^X?-8&Mj34HRdA&Hq z;;gexV=T~%?+=L@GPhfK39MgXerA}>2M9y_M}CIX4xZ-Hf4qE*H2OQkTgg8ervHly z7E@xhkG6>hec}5SA#!n#KgvKpMSC0CNy^{6ay#e;>9w?a4ed!1{Sb!!?f=G5 zPfN~E2-FVtit(Mj&&Fdoh{hYfEw}B)E@n`_BmY)XGi=SAd%<~ye=ztr(r49A^sRd2 zFVI)EWPHM49~eKawmG!)%9+9K*Xnz=9&&43k)Hi;rJup)w>#m_=EjROU57hLBr2%eRrtGQ6JU{ z4nC)2Rbjmv-?yF>S^PCse4Y&L*=EwR=zN(C%HycMAPn;xq{qh9;%(KECA_|}$(H$( zq_zd#$N3z?-ZZ};4D%1P55nwxj9~MA)6Sf24m_UPZr=YZ$##32{lu^B*$)qM&Wr!A zh2t~4o9HJD?<4)A)-5!&stX2wk-t&*CJhWxHd44JHC!SO!cZ?@K4SPNd;YzG^^=Es zP@mxZbrfRgAL}i`GA zw95(Gw|lEGtcRfe*cCRMSy1PrYE1I5YrXyPlUghAkNnwpEBuyj=>_8v-fEDhzPlUj zAK?4;rKz7@Rkh{qqsOe<-DJ^`%VYGU*Adm4A31-cXFV+LH*z@GJK6`sv>zgj4*cRH z)xMmaM-xWRckXbvRS(veP`{&tTly>(MMFJ+`XUVZ59u4d-{yARVRLTZW0dsncm4JO z^o#muxPVRYY3$v+QI*Gkf`6hvjC~#2^W`@~h>w`R3IFf?KRwqq?OUq+h4^tW ztoR=AryHzKqI?O1{*YgX6PMPj2PbfQ7J8d||>%no2 zw%Iaa&v`y{bO{W7)mp^$=_J?bV9jeQzJBOrSE%Ie77g}_`GPRa=W#s3Z2w9i4Ck$o zf2YOWa^h3(zirrf@94dVZOX-oWrFyuGX$3&fJFQ;33fqfu76O+sBPk1Fj z{6~3CtkJLNpkB(?YbHM5o_cHSNO?A2nD}GN*Q8NfVE&5qO>Eh{Ys~92pnt@Z{Faw& ztUm?y3DP$y=jwv{R^RyglS{yYE0zP~RCbYmT%J#o)Y-E?Q{Vc)d zb-#)$As-?BVE>cHrD;92`3&_D>U*-E>6#!>U!Wh~pPXvq7P;hr%fAn|4?EDpL=k`JE;2$V&!F6WA^444I`yxTukz`w+KOf>1+P_Guu&wN&8>)Jw zf6=HTKl^5`0sldNB+TQZX!WXtl>-|=f5^Yvm9o4^6Q08S1D|)hvDSFNOYwP8)USJ2 zji}T4R}~tl-Fd6+5BT=vfxkjJYv}2M*cib zbzacfN34K-h{)DH?s!yk190U8ocET_p#{NA| zt&AS~OFSRM_)Qp|M|m@RpX}dj(9n6!9>Kgy3VoTtI@W{zDS_cq%c>H(D3%=OYIydpnAenb7t ztRGSC8LrFc!?UzT^n8850PGLf!w5tCLisVw{EaZ=bL3~1RZ+R;lv}WV(@&x=@7+=} zpKNU4>)AeSjeks%S_S+feLmW**|rW1a9$DL_vzQ))n)oYsHae$b2=I9JUdhuTg3M%BKBW3wIwR?JlG%V*FW;cGLtvr`3K6wKk{wribgA5fBGl4 z%y?gI1pY`8K4CgPECl{Ix*_1~DfWMCA+Ysr)6LeSFh50qVwnCHCj<@L5$mLM z68gvf2t)iseFgpMcI3p2@iJ_`e7>6K`>)hA_M=xmtFf~d1N{01MP2q+`*9si7GsvEoc||?Rb}ZnEzn^3(dF5#dcQV z_Pa1R;LuX%VNh?NJuD12IhIiC0rExp5C;E4dsw)B>koCmn<}2f55p{eEIjkJ{g=Qr zcpvo_JT}}~w#RB1pYY;B+Z%-!ABMwI~(?cc=0dZL;4M_`H(hgfB^hr`y#)@ zwXaXqznJz8(|?+XW+Zuu)amuYt3S<)H8B) z|BMha!}3|Ui}?I7`cKH}LbcyFzd`&)dkHBvUi{8!8N_#b|6ZDF&J_w)rQ4N*_7?qs ze1-9VFvtVnCk*;R`7Aq^*{}O34V6_4pC5JOcBejYo)h)6EJx|`_PJ}7d(->N@+WU} zx~>QQi}eCwIIn=uFF!Q8c214>e{2{Jm#4h2UKdji|C2#`ThXP>xb*2B3Ur@`uwq&A zD6jdgGLKn%?B#wfvs-w)Ua_yA=?FhNo%#wKp5!9cug4m2l->q(|teedC2EzFRKp}M_M|! z@crf0X|{(qcC2RqgBDh2*6eLx*BRet+C)w z$nP4>62;uI3ROB^E--9D{I9Wi`k-ITSje9k9~frwpJBFNux9?gvhnl9`>Qzqn%!p- zlHHqO{g&{{HGxm{JA%Jqy}jm5=xf6wC+HvJFJV4^3~PV)_vJG2{~)nFZ0WjHYKvST zfBu7ceMIeY^nH#HcB=6~^YTQHKaRInsrtf1br~LS*V@||cgT(c{ULp8*P3SEcs!YX zpDV0Ad3Af2oh!J!*5=BnZ*C*r&qDiM*Qrd~r%HU@9PMS@)V`zV57?VV0%QP;ac767I6Lz+avYUw;$XW z2H#8J{GDO89vyi+Z;Vyu2i{*~uI|dzZ1H_}IR1u$mA!ivg~RyB|3;lx?=1tr0KeG( z#^I;(XUuI2`4{5_VZJ^`xD8v+-ndjF{B7hb$bTsBjh7-Wgw5Or`bPRU-um=zl zgPbApC&JL~gg97DK59fY(1+tiA%^)s;qW#`AB5#X{zdsl%S4uT(7wv~k6xy|`e3oW z{56ty^xEswow^?ad7^(sSLj5@Jv<8Uqkj^H^BUNHbkm5y@s*|gyz#cxdY#wGj{*C} zd_oxZOA&9^5X__g3y1q62zT>T{5j$doZmuw*^U_E1;!)7ATJzmNBb*lwljKhQo{JKb+75C(lw`|pdruWJ0{`6@;uCB)!p z80`O}y~K3SP`LhWAJ`N6L(KRrjT`GLA)Zq^Vz39oZeJ4Cuj~x=i1rjSt?p!Znc#zU=P2W~onF?%`gXWPzJ!4u z%fB($GuA7ty^82z?>`~=vvwDxzCB0R71S&L??oZ7aM%f5`7H^D3$bOYeW_X5e3Rfcxiet-?=zHd{&iQ~T~kb$g=q ziy$7M|LoqCR&5CXhh9qj5Qh2$`(v2xpTrJaI^ax04x9(T_!2vz+VG)LCd{w!`Pk*l zPDgdoh4o+TKQ?*Xr5Lpha6bXHAKImwu*(hd={SjeV_ycBxDI;2{UP>ewg2UBcj5aB ztREO=^-b)rukBAo`t$m2kHP}g!`=<>zP_YC!pZ|Ff3bE}kM0@kcy9OXCH(x%p6$9$ zzke-*`83iO*QfuuUzt5Q|8apMz<#+hz$$Nn{`K zT6I24b$3BL#dttiWgEqtc(d2zAM92G{iFZyH4MmHbh{Dmt3|wT@GF_o*PinBeHL5p ze3*V4=I7Kt|NG$Ov92H=)c=0_9loP`E`<1k^z8SWGBj?MBk03TA`ik4AMt&{5MSv1 zUx`n2zCU-sxsSW4!30?U$9mvEhRj$Kt3f=!CpaFG%Y6_C`b7B=2Ki$D z2^$k1)$CS;_>K0EP?BRa`EdorQ}pMA+UCM+3q{}u{W;OtyLP&T7yEu%APn&e=}!zb zJe40-5B`Y#Cx)(?*Zo)o{9lINZ&Ezs`)&?je@#RT@eJFO>K5B7E%b(Xh4d1J^3OjHBfA#0r$ld3bLy|bqRxDOB6+a9|K2hs`I*wVKEZGZeQ&_9H{~;i=i&dNh2$Zt zXRD~4;ph93BO+fPo_iGd!TArvY`={##3Q8tV8?)w&nDM_y<>hR4Dv>K5(fFAybhXO z{q6eVAk;U=-@(AL9-m8WA$}N0?1M1mE9xKHdA?`u?ELPbHrCf;FD!-lg8d)LdS9sj zdIYyu!tlKXj(4bJ_f(zpEnuIRZx5C4OlZAm$g7~F-v1GMnXHPTsn9=;f5f*-q(yTw&`&sPaIQ?d0U!_L=SWfS%BUh z`~~ZcqlDRcPr|Ujgz_iM{r{L+je54zc<>kW2g2;WHsP4Zx&p(>%@E&^-eac@toK;{ z2IPVH@VM4+uk%v5;Q!eF@q^ZrTolFs$H98zc&16QL7%rgzaOu@ck@x74Dd&^*Aw&d zyH8jf3Hru(PZ;)#(SA;x%r1VmJ^|K?5T6W|Rc&Lb&FjOHkx8STekkYl+{t9uxPpcK zfIp;%FvK5v|I)B2p8h8lS^beREN8<_gH|{XjP)yF$iMhL!*sucKp5(Elz)n~tirI& z%McI$!TkI|%AyH&KIdY2{gWy>t9_?%JoqoxgQ-Ef|FwUk0r48?OI`PAl8TcF#Jd3! zdn3%_6~k=(f-ux)s2{>0UzC4p#?bFc+YI4*G2|!ptmy--u6==C^nb!2Kh!_N%)e8! z=H7AJ)5yP{NG&zbtA(^ zT9x7WN6&N@i0>=F^^Vho+5Tp_N?r&cCMiE@vl$e2|}vT(h-_H%ma?I3B|{iJr4Fqt+jrlf?7k*)m5j=YeCC`qTTFr(R#* zx_k@I7n!AL*WdkG&Cj!D)&_qbCBG2-RZn7HnN4+}4Lzo*vF|0a!gnjo`1%au3C2gl zeE!AS+5Q4+r~6=qtQM0^#|ElEeTMqVHhFb9sFN+1XZAF$+AhAU72Qd{*^wiUjJ-Tn zIfwYmzU$pSI?Ei^*HHf1PlrTwxv2~C)|b#rnENwfz8-R3E@}Oj-ufV)Ig;lY_QwBr z3WP!aC||O%dLWZGzs4ypWrfZsvWGyp+3)lIWhHhl^Mi8j2Gwsj4qq! z-$@-l5tKZCL2r=t(pv_w{)qN|VYFu0YPGh?Y`%FRC+@AqncZA}7w*^vFTb!1{0Z&- z!Z)usUV}q{AN1b~O^W+7WKXjD2nE6rA5lIzas|GfD$GD0Xzw}87k5d}I1cMy*dN0J z^_LSh&2OBGC&&~1k1)?yIaT^WqE`OD6CvkSSh&@2f8ZbGb+P}o!osVe+#W6t-MeXv z@@t4cXfGF?o~4`>W`O^rJzrepxvQjy_Hp*cVfKAJ!w^5w z9;hAkf%4AnG&;7|j`#dLSFYb#d5`9$u-=0F>cI7Fgwqao4Cr@-SivG zkMQ|Rs!cW*^aH`((7rCs-7e>p;}7*4+7DsyXQbz{y6wjc51pWWn1o-#aQ@5WZw&DY z?SZv>k-ZXz`UA&fn62*;hJ1+pGEDzx5D3HmF49jJ;yGdWyRol~b@+TaZ}g1S!Eoe} z@sl_CN6`A{aERyleBKn5D~E@4g7}By5r+7T{*>SI!tMMEdb~Yf`|dck$#-G@8=ub) zbX*quu#VS<`8hAYeF$3!{9%1e82CYcS-UgYA8X%9^yJ?ktJ{8IGq=Yp$?vaBi51^( zkM%iW;0N`4wX^r~S(b$mPq3c3s;%?#li3FFf28lK%ep*cnFzQq68XKl;=dmwI`m@q za|u@?L(SY2u7LhA9$$U0m^b$45{O60f5F1B_s2Fqgm&z&pl0azS3MU(zDEBp_&mVL z`B^%zzpjmm3e$;DgnWwrN*L@H?T2BuzQ&$s`XCJUi~V0)bVcFk*%@#i^8E8Sh4&buipy0Ufc5X37p@j{tJ)GEHpYM{=cS<#GVN& zCsY4~`F?egUjGQSW4&QMfa4dLck0mNsxx0dEwb2=(6ufxm(GgZ(I*6dSbfW_Mj%jJJd(<=C^^OE?Q8J zqy7m)e8BgMZ>_SEw|C_Ae({|hQ@0LU1^$frqxkpvSMNj5aQ$94b=&WiArI$0u>b2e zTdWmsrNZ~tgcmT-J_4i+GTld0bM~L@GFJWGf{`Y;qg3hIFAaA7S zX4TCQ4QcWHQiOk~zDjPp3BI4k@k(6m9~l)ahVzM)68#c}{&0N45bseRtew>pgt>i| zOn!I5&hsJczhk~E**j;2XVDaSZHD(<+vf4W1^B~wSlVfKb*}7Jn4gT5jL$IL7c3Bl z_>b}=%T|;E{zc)|X^SJhZ$46D`{9J4f8?j!pz(&`swXg?Lw{kI z?xz*XM}In`*lrnL{~;_loAg;e{nKU9;mhC;)ZgmUFH&C)hJ1tkR>;jfepu}wuiqG^ z{|O2ep6T)ZUdn^LVE(T-d7=H+2jcG`&|WIij;x9QZ!14vRZ(2#Et}g0;y?Q9?fHA# z%?Vrz-$UZ~x9{z^I9GN#tf!#wBr0v-`}1s(BM$C1iDn?=|rGswYw&u?~+F-_UqfAI_ZD@2>>;1lK*7L4P6)_JaP#Fx`(Yu=kzF-tJhmzrS&XIn;y5|DCWN z>rA&Tls6*z-`T&T{cjZq@GsQIohsihIu8_JJj{oLK^{myYp46Eg*#6(On*%^1bWau z?$jkGkDvFM&rb+*eGvwEp#JVoEl-Rn5ZedJ@9ybi?}h$npg$a+Fw}#{KWnG^n1#Ff zDZP$Fnt;DyfA_Ye{V?9=-}X82doSKU7XSLt(=U)O2*0^AQ6_UV|K9o@ zVRn9)a9ehsgSC5;{_eG8?Q+>E2lXlTcfV8D*wl=jkpDMH^hX%%*Zyy;bc*(Gs2%u6 z|0N9mhWxU2c7Ba880C)DN{oyh435%=YK*&pIM9 z$o1v*{r!mkKk7Di<@1jR+Q%|hj{6VlH{|!h=rfhS`yYkxi_pFvOjgz?8hVS*{~rj8 z9^d*g2lPqpv#K8@*Tr2Z`cn(`y|Zs1z}!~66W)(8r>%)7H7x9`49A8!aV-f*zK8cvhFJ6dz2T$ ztlq3yl~m$;q#4FT`PC#}%#B{I2mRyv8e#BP>L1(TdDJ(1-izc{lkxLgR{<>Bj9+o3)1QyBrW9rR=dSi^_|}m$QRiD zr1LeCD`zM2`M?vSJ1OdiB0%1#uP1X(MwX0fD=kO#JvljYV{BhnIPZb>PZ;Xof3YR; z_axW~hr=7Bzup68l{?UYV-g7L9F zAPn}0{!WAAXs6CoJ`{3XeB0TR$fBiZ_P%h55cArT58x znG0b38vU1HR-e7PKe$q6;03J;r?exE2;q|~DTeAy4g8iYq zUi-+~56T?D*KgjG?YZ5!#0%mR+S8lYa)mi7dh`9dw{5@VxlX>x_5If3s8^3$C2H4b z{hKhz6Yb^g%v08PSGR(`QT}hwrzeF@EaUqfZ@*mgYg}Rh>$_-w44)!?-t}}-irL@- z@e}R&owirQ_1)s{tNy_-9%0AGdm#lsVLpZN=N)2*#~6PYX5Tvy=KC9jfq$g;o!hzm z-J^Fa1(H18d1l&1x%vYCINtlwnFAcUMge~)FTzkyU_5-E)9QaUYZTZwj?eI1vNwj= z_kkZ&I^OTvxfuS(f%^I2Z@zNRT0gKC!mH)RTuHkD`bB&FQ1o;7tq$UNhV37P-aq|f znqhsCa8mhRBUvM;N6{ZYB8K&Uv=_qQ@8}PN;XVtbm$kEe$=+x4_mBUXR#n}&1K*Dz z|Ab}Od9F{x#)sW`wHW*l<@IUbr0FZSn(+Md>CyEupZ63(en5Nq^e#Q1Ax#?m2l@N- z+2g}*ssGKl3G@A#&+=Zc2NlT4r;)rr4_w#rd8+unGK_DZU8Jw8f4#@g(=+^@#{0aZ z+q=f;bCupx{P}!aBf8D4gCI{F|4Y&{!{?IyLX_7x(~%?JJY53*W+;hA3_qgvU559O zJrf3dLVd9Io#g-DOxGCMymSP8qP=}fe&lA*BL2P{<@N39+HuRxb9j7XnC+i^xAv}2 zaO}Y6Bi|S0+^?>8k!Sl6Ke|5rbFlC^$P4FZKjz4p7GL}V_KNcUu}DVP^SBR>k3S*~ zBvc%*<@OJkA)grQQV;fr`u*8;yN9piJXL+7@2A;B{qrN2@qGT%!Enfgtll6W6Jms%BCSDVRhQj;!JsV-j&$!=4 znCEZ8kPlIwgt@)3=XVqRzv9xjr>qR*^-beEp8zGZZGg)p`XvnU8^>quRkWT$81Bc# z`j|cMLGogl{=XnJCUrC3y!;;6C-UEzQgN%yAp-P`^fsOiizW*4E}MEx>+oBW9|$PfEtn5_>rFIX;j``1=QQ<7(M!vx)pAsL{rdI^1m!G2L+ zgdsknf3fysL=S6c-)pmWc7I~?m*C^Q(qec%Y4J^*9IEvj>MiWQ<&O6KE$7p=Q~7F&y_=hd-nnPNa88OkS`?m&N1z$ilp8YKj=4lCCC@Ylh*ZF+(X(J z{6}J6BI#l3Ke9?bLH?J-1CA*kiKGLpH*{Wf6ykxz9~fryX@+6Hg!;cG@3+V(LygX_ ziDdeROipWc2mX*g!Vv%Qd6}t`6wdcC0r_G7GE@I+J~QS8+z%;TpQGcODvLENE z!g@U6jq-MnvaUe?5`PrQAclBI{Uv`q8P!(2{*3aLmGvp=>@2>I#!RALhH3v$B-`t7 zrG1+x5dX11*@!6DLCg2B|9y$%WWOZ;H)1B7Kf(UxdL6kJn;NQ=N%knGB|GQ5T`JTU zlJ7-CgjxN?Fw|d2KedBBP=5!9_D#`C<@%Ppr53q3+YIs<+B?IvJ|mKAk=c@cIGOD) zh~zt5x-xT5J?vkhyyYz&r=*R}2Kz;R8Vsd@<^9jGGI5uZ#LuaSMp5xb_(06ZWsN zV0L?x#!g^wXupKHya|IoQC|$x`ld)_@mZ_TKgyh5m50~8w`m*(ec}oyPk$B%}RGe~35Q5`Cy5hJ1tiCk*irpI2LP&e`l`KExBW2et6_%99p~ z^C`+#EhG8bv;0KW{e;znjJ9n~v1|KYs*j|9^)(|rF7#1j=MhANS^XkX&o<2+v-YRV zPPu*fJYwnCHcS7;QjcV|{*57?di{-I{*3XM`U87JdnF9~qdp0<{LaRQ@AZ%$_464f z7t_W;zC?c8S%to<8*_!n=k^2E3X8&XVLt`!p}pG`^;g}+^A)6zFzgpe?&}dT+z-!d zF%0u*$^3$0$Y-cu)*t=vPSl~p&C6GWPjY3XkB&E^OZqkzfPF~nD-mJ#eFej8eNd!f zuV8-k2~UeEuKI=9i+*(w}1VO%Aa8Aw-?GEeT&xIThrI{dN9WubFzn49;f} zZr=BOm|hn+Z;$ra#q>oNADiv){T}*9*TKaXCNxRI{v(dpb^S@BipyFs9_p)W_4&FX zJMP1N6vmfsE>_FNwmAm-<@kO#mlCbFuGRwxf;5SMXn~PkLx>cTlDLWV90gkV^ ztk2bL<-R}<@arc=8_pKoRn(x{q?$#eG9mn2p*4#C=yAkk@?Y-1a zt83n!1NMmH_cHvweaU`9IhK!mO?&C^=YkHzhrSa3BMj#m|G_Z6WPU7S?NqNa4D%(V zw^!rj_nkYJ!2N)TwbrF~Kih1`>QRx_ncMp}bp8zS3Hc?=?MLfe{^>if#zFo<{~^rz z(Yos1EIYdv=%@Fa(xf_842O7u{AnSEc<~Pg`}+q2KWLBac{+b8((b(FXt-S__z%iY zyW)1>#R;1sUr5%IMB1?7&{b&>)bITy@*>RUudJQNTkV$$nKK`b;_bcriT=DB(i7@6 zq^Gypv>{$K$+E6^{zF7qrkeQcz0}9}@TvarKWXH*ca7bMJu&fMPbgmxSqL)rE9`$$M+^KbnBCJ25zH|vsC;D}3i>Hr%qX_u}^+6c!=fZeF znB6Za(sNieF4=wdMR3#FJ_g(_r<6W z{j(MC2QM5A_J;D)ubo>tXRCd)=vhhj)^5Jt9br0 zsJQkfIAOAU7RlS7s&z$f2l0KL7@rM&!{c60Ee3x;`VBAU9K77C2I>K{FQZ{bH^24~ z|8E7KHyXc5b*rKs*RRo>g6~tKGZpE6CXrFjn*N5DkFo!GFwDL$5EcQ5Fd%^q%$AfIA<8PE`G z(*4B*@PG8rf!?uaorA=7cJngINqSVz@G<7Z-abM z-h;mF8T4XeK93isO4qw9_D_cSIp!bJkj67-`c$*^Es^QYZ>It_E`s_V^=;<8sOQP` z#qj+Pj&GLHS5M_cA4MY?-|Xw~uWby6!hL6Y68RB^@3GN72Rod*SLtB`^&s*y*irbY zo)*LBAA^1GO;7ci2K5p0GuW@t^w5+AkbmfT!nFS?8oYD%$NuxnpguwW754q)R|3pNXk7vHw!aexHYKXVU&ye*KZhW@d2=d1MEQT*}I(V%J^nv4B zBz%!A-QxuM$LB4+&ly_Vx{l8;2!sD%`_NVC$?mFV@V{3bi985{ze(;J5)lS^(7qU^ z|3R>JsFzTm)Xx6DB^nwRr|J0YDV+DB_6yU-Jjs)R`-iAM!q3UREJc^(w2!@F_ic(S zA3w<3cYP!5FJe7l`B{JR^I!cSo?(B(I+SW&-;u`d!xs%RzgX-1W+AU9hn-3IGkUWl zoc}<6huzy8s}cVI>R-aox0jgbiND`Q{SPC|)?cg?96sMteF^rA?N(j)p0()v5&RA3 zCxoHCLH}Tw)mwzYf6$+-1`n<&NJ)bE3yyD9?%!j`R9%=qpgum1pEo@&(^_b;QWA9aGoFO zw>=tG_4eWeUO(HOdNE>Y#ya2+`585Cdt2vK-R0AW|54u0%y&;~X!}+g;~T?=q>Lr@ zNf^e*e8<{Ts6HbM|06(suy$Gx7ctD{8>7lK<6AGR;_-3R*Lm_CoXw&B#(Kw2dvUCJ zk2X*bA^&#sgC5K*kA(UP^+i~Q)iZY6OTyZPH-J2lKf+)?7~kye2j2g&?+K4z_BZtI zH|frT_=Wt~H$)@}YwBQrfbz3%YBTt3@JhH}0`X|KQ~5h@&s8?1{znHD?75OK4!)nm z_A!wchDV2Lf)Pz%`W@R@fxg{v9?uF{BI(PHuQ{`u*?{Pb>xpX!^4g0A$e;b$Z#%tD2 zZ^$qBykl>fdq)}%@bv>nuV4F$_v9+{k@1k&7h$>C(p&z<5MLMljX@qZe`8p$)czYo ze#3l4{eeB8|1nJGmqmnO{|5cXalcOR*vUE&Z~w*gzgv;x8Hc$kOXJvnu*mUNTms_U&}h;n0dNJ^B2~slrINcBc*G3(T*C z!C%n6SbH4N%i7s`r_=kyp)<}@!uL7IkMoKqy{``@!Fj8HFz5%zr*@DB>WeVYgZ|@u zbMMVz?JWQIeC^DnEiFMXe@6QlueIuNW?d4GH{+e22v)Pk!TcD<8y{U@e=pq!{Fk2J zw$nPu;sN^}Ks5g5sMe&8*C8HL`soPjaI<; z=nsS;Kj8ZlwOZ|5B4^E;{Wqus4umw7&!)D$jz-Z+QncNfKh%I}ZF@ci$h8Upt(i1(MU ze-~Yk#(CziA)lbVxD1`#+W4^?;t%=XCiyaoaU8 zf5PWoXH~Su$cq0Df%LkrO}M-G#$t$1lKXl^gkgRmIj_Pn)c@#T?0LFRTjct_r09L^ zGrs=e+EQ@IymC75i}Du2ehm5(6bSphI38iJ-+$ZbK3$P;D!jwYu!9gkF~12}H96KL zTD*Uu#M$c2vn+TYK1c{#zlhzdS}cpKo664C^7- z?s4qIu5$aWN^Jd$F!xuFPu=1MrLE=bnI4~m25QDj^Llk!|M}7lK?YFoWk~2D4DlA_ zPnex|5fO&(P0;^YJ6qqMHq4;6)2dMr-_d^w^ZhJON6!fx_T_=T(7rtVoVOfps)c+n z*>4tk1|Ez5rFI(T=jg8t*O5Fug9oj7x>*M1*VsS9J|qv%#a--jJ-dKCqx=a&eEbJP z{6>4AcG#~*d-Ytd5?>u^2j2%1UUBQz&GlN~k615zZc7eyNVI7~-`(zvtj zi3;35AlaW55r+QI{urk7uA&)JK8P+3sN?oanAguU7WT}(Tyhk~M|x%?84F9pMu2@I z|1&LKrWl4F1pmc)WTr!uVuz4&pab9xzPbXNhKd#9jE*c!cvyn6I}HhVyYW z-oE_-NtO9<{{zZn*5{_(`kjD#$RNA9a0q4$04+ZP-#Nr3o@^7jc-eLT3m zJII4@S)%Ro!;RdYX1Dv=!6@33=l|K0JSIlm*~`~2XU`b_>Febnpda@)7@kY?6NdPM z{1b-nrI7yFtwWrj%-YNA&pEkUM!pCM=h)Y&!_*~)Sup>?_`+~Mnx8YQOZGw-=t21r z=Jh9Qr~l)Ld|!0xQg?h7*bnNTFg%a>!%y*=`dGuyaNZo{Pnhf9&waEB`6?K{1%Dk)L_{(~w$94qsN zhfzNM!`B*~T)!Lq4daLZswC;5q2l}Akskk(I&;<>wubL-Fy0X6`yqs(-az@Y_8`_j zz7PB(ef~GY7k+*r5B#9~2y=N7hW^lh2*Z9Z(lgiGvBBa}5j>Cn!!X_7DI(1MmoSWv z{ITbmzY_*}P#$xwjgNNnX@>e7g&|%;mi=K>zf7UOzi? z+ueY1J~)pso396U-s;!QHkf@cB?_{d@@Lc#RrWoqC@5a)aoC98eE&Hpwf0N)+4~Uh zk=~%!Ze|O6_X7DKfAf2WtoXF%9bg=PerTUKqcrjNkQhJb$1d6M{)!sU7Yws{b3qTO zp+zB@3i=cu7&f8t77V&RPqD4|J~zw{3+yVR3`(s)emLHOLqp$va2EfM74^NK>9I=Q z(vNUIEk3`{eN>j~kUu>BFD!D}zD@Hc{C^SoS@^nW#mq|ny|^fN!ko^>R1fm=9Kjwx zW*8l)QK0+YM8V6f_Q({i1AXK8!6`>>x_|l({)O>oQQC%KxwgysdgG$sw|~8z)(!se zjpHruI(u+q%1qclK>8M&dv}@L_#X6y`DO92Bjan@_W_LZWti3Xi)WV1(#;d!kBjxe z;>h3WjbFt7pFw+Fd?#C9CD0u16T|UBdZazNlQ0hCkN(JTER9DP>IJkH!hC;PeUhLh`$)0LSnRxH?BVq_KW@-lKy+jsiJPY-d-ZB{k5mcF*yH#`dZT4 z)<q)4;6%W2vmv=E}vz6qtGU`#_^tl(=`FYXG#4Yu%IzH_G^9)0L!~R0| zrt~hV>;m};=_SnlC3OEt$BK&X;4jD@VUQ2%EA&vZYTD1Ga2^QllQ5?@wEV35f3L4X zzDIqp*3{Zp9c%#c{H<}jt@I($zHNYvYE)qjHV;d8_rh zvlDJUX$E~G{p-h0Teo_Lc)uI_TmQ0a(9=(AA-`gK?7H6Oz<+ownQM)g0W%AuAUv8MX4QC= z!usECol&}73BEsjBB}p25T^TJL>s<*eeC|#3GUlQf7tN-azc+qGvNF>^0(38na7#~ zPk|n^&y81>J?nBpe7_I1-<%lJE;FSq+aKBZGJc^*w@#k^XD8ZZk$V31pq@M*Z<_l2 zdR#^X%%?0R^f0`R?1kZj#P8<$g0*>!F8Bl18=IH=PF=BM1+3>FJ)2Knx>g#O!_QA` zzE-VX|6UgAF|0ob!+H$zN0`?On`_-aDQ}Ks_xXsT+@Bu{yJiLRPwbyC)R%<)LXxL# z)`Wcj59agBE$>_lM8m&9{6qb2Z5Q;x=D(S|z9r1_^VYF8L;Gpy06)mz){BSUKJf{I z{D}IFHWr;ZD!&}gzajn6HbK3w{Y>Qk86EKU#;CAU5Z_QAgkk=T_7@#)X0&XL2kb{8 zJ<A}U!lC&^K8Di zZQhKLdC9YQKG?Q*VZJQt&{!!l44)Klfxk;Yu zpVagCw5@WO_8YT)5D!pZgyH)~1^&9iKc69#nEg)ZYg54-bm>5FwfDX`yy^zVGBo?I{@6yhi1 zT{6?_+wRPV`UC0NWifkpVzGzXQ_2s!rX++8xbDd3x4VS$scONFAYaTMyWGEs5{y5A z|DZkZihK2QaNiZ|elgLmRR7A_=v{4nh~8cK>R*-`2S9%`es$K&;Ir=F&xm(-5ad>8 zFNJyq=MTHP%$oV=Mkg2#^+TB3%Wlt3Ws5AWz#nc(;tgTo57&EkAB_(k*)|^5rzH2M zi3o%JA-#k_zbNnB6~-qoj~vY7O{{nBbF;7WA->@HUhLk}jW%azwbhoIA{mdcS~JBv z!m$2k{!e?r|9hY9kFfXI{FpGe=h!noexpU+GA`slgn50G}^)YXdm&$BWEa; zZ-;st`-{&?{h=M?1K&%ayyIIVNB7T)nfoW27#L3Sz1dQeZ}ddLC4mPf-!?1%L(w6_B*ix!wRsY5-8^)q33AMNKrZoQ@M zi@rR6B@913F=?e7eE*N{Cxn-m?wYom$KQnL6aGSkBHW*W_K=Wt>BjH*$6);n;}c=< zKa@|x_bKhIa}s18DNc~+m*Jh#cmKxF|A)UZtUsRq8^e5O;Xinvl-+F}0)<152--++kG=fe0$`XOJVyx8+BJ|?+$BBRr`26OuX1%`%+Xo$RFjGSQ2LZ-`hy`J+UZh_^kyW`=vpDD9_~C%kpN{ zT!Hmdw4daaVbSq(7J|K@e-j4(M0-h&^@|!Q?+^Bj{S$`s4oF|}c@;0s`pFPavA=_7 zWp@p1E50uh?c%Avsz5$dCGum~na(c~hWQ7^SJuwq6W13QX6FG8 zeLknr^xstWe>M?e?w^PIR(AXLPK(c94;Qoz7v-1o`9H%~zj zhtHQ%`A+t5ywlL!?+wG@{s{w#ya>bm5a-*3LEkvPJz?mJL z5BWct)=+Pl*}~_8C!aUS-VS`s=}$SJDAPGYe0~9+PdRRLy@zs7=pW^qQr|6k&$Po} zZ|HxiHj9_%nZ+q(((|d?Tzf~IFX#0HVTiwI-)WJWr>zvH!1@sS7h&*E>@V%5!hg@& zl*?CAf2X7hPKB(`hVgLxQzshR+E|wYJxJfFGjqNrtUJo%->Fw;hxuAhgZd2nI~^F= zI-peiJvokl`o-O~$=|lYekj^6VaWIYV7{M_9yfk-zx7(M{%k9eKVgW^M*rYM{N7tc z?XaGT@t!cmKhy`q^#3vTJmeRoFFm=-(m63w+@I4A*5(a)RtohJ@_(kyE;(r(@&Bf^ zCF2u@_fZ}hE*(Th4hKN~7+*7l4L#a?xh5Y;{(RQ(@_Wz5^AJBVJ`slc2>UXZxf_&3oLJ!02d^2HQf1mqM8DOdY5Y8v5 z;q$*gC5K+y4g6w%nKJo9E3Wkg{?J~s5(3uEQkli;jjWfM8xLJxulRuYAizXvGI-G2@8 z74?r8;v4$U`RN4%stmor{&2kW2Yl0KIF>F#L}Z?TxT} zHPxFJp49)e>^2|fJE+f`X?g>r0$xFUK!3=&vR8kIMHKiq`g6{QNl_z*K85-L`M;>` zJTd7?GLKIeC+~7=bnsR^Ei+icKVjex>s7)q|HXQiFw8g5e;H0Bei>%#4;Q0<&3!*H zAM6F?aWUbSQC#9qm_H(axx+f9D7W*6dK>ctVUQQn&)V61ov`8=l3#AjaZ{J7YM!5R zPeel#&;P1%KWu+biHCz;+{=)Xlj+f?HJbMiKz!6YsK@mJ`#QjL;ZpFLYU9D8K(P_ zM0qcU`q_LO)W)6koA<|g_u>0}AzmRp472q+!jS)Q{Cu^aGuNyWuh*kI^6iDA^DP{K zKEgLgtn!&Sjn{Yil^y)w%&>s;tYS~BGo_m_gh7N6Z^)xrK2OYDc?w*j}OKa^Zm?gOEN4TbO_?}{X#{XqP-`@`vEB5LS4_T zZPM~Vo@h^nx>a3@G`jJ4R#>OGez)#w7!TWv+E=ExyQ&836@)b|zF(5<$K!v|nLb_4 z9vTGxj{O%K^*uFY%VJm`B|N(5aaEfU(2nu*y7Y;6mfjs9Um!n(Vf_UAzuv1TR`sSn z$aj!LeuN?ZqW>`5j`AmAuve59d!LI>h7$Sxw|Z6bC*QZgFFt=W!#^_gRUX*4our*GjECzdgrR=w_jfzQJ6zA9cF+gT z_ZVjSCk*E;kp7$Jf0z8ww1;?)`RHa|u$+AUL7)fg3&PNj&zG1Ud{|>LlX3Y&oos zp}m$OhWL;9o?-UATbV^?bJHJTz+bjR-h|=%3e&$aocF{0N9~Yrk=`<|_z5->7sL4g z!sp+w9A9q<@d4>6L(KCrVaR95|E z*lq)T;(9n?nE&JY1jDTUVwmL%hS_>OVekg@huat4Pw(lG&+D5?L!-C%>)y*eB>pSo z73{<8#rLaV{HRh?wG@4M&;6~+tlyK3J$CVURW;n{`}qLz{{S)m69#=?Jx>_y8RbtH z>=EV7+S&QFD(AM-raGv=cqq@R*`-IOd#XV`CVJ|c{){nB27RJ_tG=8(Jv=^$f4^S6 zzGVLAHcx?BY_CpHj8*ut8pg-*s%!s`tLu)d`TPIvMI{wUM5z=?N|_~+Ei~>$N<%3# zMe2iy%pxr%p(LY3r7}YZ*{kem6Opnaey@99uXDcq?tjn6Iq!2`=e5tggFC;O8{UEK z?>sKPqQB(kW{A%yU&0U{Fn*RB=rt~SyczsImX}YGl6hhB9_T}Pm6!QASC7bs`99XK zSXi#!R@njaSsd>Z#Vy09#xH~QWUT*WG$sgFCiY(0-pPZxC0p5%XA zrW>{QG^$N8IsGm72Tw0}>8{S$E8mgmAq@P-_Mcvz{Y_x}3Pw-3cF;2Y@&-8HY#_Fu zr-a%0ny2rRMlSp_80bO$eEP-Q;rG-K7!UI6x!lMxErkPlynOC`wbD$Z7BI@^#rV+3 zj}z;`UU9sHJFxxY7jwKGPW>+m^cn5_g@??O6r~;TJ>d-v^H)YD!TuoX%L~Myf7D*i z>32VDY=PgHf4x8q@dDQyUap$F|65rhf6w7%sj_i75v~Otc=3{k?H|J8y-YEXWV(d$S=Bt zk-t?36Mw6}^zivuz8cmCuzpRba#+CSQuhBXt_-t$q$Y0EoBp3t!5>+%mJ zf0jD}{h|EpP6l1{`qCBTLHOC)_fg96pl>_H{Ha3>`?vc4;8@aED(CBQ3}=!(FwD-6 z5(fK0`s{WQ zyome1rZq9E4=Y)KGGY5opYIRd+M)saf%G@EY{*n-Uk&z#Prc$>1}z~JMVXajN(aF{(WHlc$vPC zA7cFaa^aX`p5JN6Cwhy=OPKphhM9eTxfbrx-Ynqj?_bKRZtZP9!sGXsny%}vwu=6r z9OLg-BUQI8Hp*cCNZ;3kL4RgcY=eA$l(;{_aDETxt@l zE0mj|J>>7#d#=KZrOQFzP@ld{FbGc0wdMDfzN=(@DH=Q!&aYtm-!~gvuitSR{=Wvl z|Ndc3^RF+W_pVW&zJC{<>6AMa_+cZamoWG@jHf@W6K}@#?8f88kDV`_LuR^xyE7_{EO<#)d2eduCmD26qB(QgCk1#ub_;ca<2O-WW&_3GFFUR6b{*`Nh zzXI|22}3#N&#ZhV$@kZih#ut;y?|eMpN=r-7uCmda+EcU#|@lca3}q z^Bd$3VX5g9PkvQ}+&We|6XGT6^RExn%f>BT0rLkOAHz{ZUwhZ{-unao_nuVy@t$6T zjrn`>uI)EBXxNV##_f+V*f;Xyx80Bfn_t!_yqAa*^Mf$NFX7)9=$Y_02LCkTZw&DZ z5#QB0iVw-b~Q-vYuo0vZWiF400;)Xv5{S}W-Aldb7jKTQbAU`pE0?AK9 zH}uTbg72|?hG~6EASLso;i6I>xNq4CK+at{MPayScRrUR~ zH7b{h9%%_D1)20F$TyIFX_HIapRQO7?Th`BK*l`brta(Ee7rIy)?Rqib`g!ZvN#V->MH7iQ6^&f$f+Tm+iy%uqKD@{LT(lxDt#d`r^ zHeY8L^cg}h$Xn?|M=OVtLGrX;Cg>pHJHN(O68r^@x5GLuPu1&vp+A&Ihof4J*ACu- z^FUX{-xCJ^@J~7TE3v){Sp8tqhYt653D%|haQ*K%e!JZL2RZEgfPi5-AIvbckMwkm zyc2R)eT3X*hPP{|N4yLG`BHg&^U&;5S&HR;di>rF8^wUok%kvwU4Z82E|&Ww@U7nJ|nW`OUtk{GNZ`htbz! z@wINX8ss;o*dJmzk2v6O4EdIL{aT=k=JTIrz#$6W)(V5%<^WX_WuY1Nor8;&?0|4CnihpPjx~pK1HU&*(D>^z8|^Rz!lx9@aN z9!~y3y=1`e0ri(4U%~b@yd{6OG~SReB>UI6SJcTNEerUI{b~HZvMi?`-_H|h_B5UK z>+@E~=W+a+V;8#pPHScN`2>X7{StxZnVYA&4AcgHfcl_Wdi}P>@$p=Lx-48PwSMhe z;Foy*E+EY5@3O9P!R77w(4P2yy?|lb4;FMuIl6oIv^;1J<3X3YC_Rm>hHSnq=&CkB z^1r&_EMF0H?H!-HPTL#S-^Keo95esl)yUmzrh{nzQ@kH3=sIbn_B)RSU>`W%t^vt5 z<@rk?evTK*lQ6{3e*a*~?*v^J1tv#F<%2x&d#w@IhwF_w#`Q;QsZGD0^F;TL(SEd+ zJIos2TN(Tp@?R@N@M2R&IoOk)xP6BEkiHQHeL{avnC;&P7-sQFd)XyRg=oHCEa;wF z*sarh7cTGaXEeX6ym#mJsv})GDyqo~=tp{VoJvRA)qjBagY@b|ZJ*Y9D-!lg#QXUI zhWnGebSfuhXD#f^$KRvl#lz0K5A*hW>_01?RI3a8#P)jJ_kI|aI)t5f7xa{R`fE$V zNcO(Jpl83;m2v%YA-}--J$Fc?5;DVhAqWe(D@17qH{f_Q;3FdpqABMC4 zUpc*3CSc`}G+x~l+q7+aS3&&6@#{WU39{Oh5A=GAWUQ2LF`Pej+P} z{6(B!G7R|?#&h}}_IEM=V7P+fBWs`5KiT*4%-`uYdo&k~&;WU$z4g+1*Rasc!-PWBa{g6&?0ZKMwkXfjuBUd#81gdAsf# zo1X}JU;XxaW>80nm)M`4+k}ezg)70|qJPl~`(ZfPK$Oqp_xdAZ-;^|p_G1YPgOhe$ z&69gT_NyP(Jyy2;68IOCum1U?oe%ptu=%|}|60%7c-uQN>&ai~*Xzi2ZJiGL`_$gA zU*k$lI|D!P`#y8ms1GquVdv!peU=>yT|QHu%|`?V5^H2-J3oc@IC1<28Z)!PLLY%V z?ZxtAnC?#r7^e627>4-|=1)`(^8FX5{y&^a@}&AaUoq&qc20Yz3WaGj9)rnWLsM$g zL7%BT!Yn^9m?M|H>EU?L&t6C`VmObE@?+)R#9xExJtZ~=S9SQx+COf+e9TGF{pa5J zJz~fgF@H0l@&&Aa#Bg5_?a6S+(RGufo4|h|{|(bqtn8cGtY3 zgzq2^)L+6}zX?PBg7#(-8*_F1+hGbcKNj@M$}QN_tv~GN;rE1jeC~IB^X}7X7GVFV zPyL5g_8sn50{0V<-u|I7d4+ug;Q#GVp9r(__yWS*-}XPEFk3H6^u7tUH^A!fpSSWa+^D!ADYIs6j<4> z19?(8Vz{4#?VBE){>-&cNBI694EBiqnLeE8=RIW-_g|)s_wWB~R)%vx1lkNCVrS{awJVd}ob9)vHKpO?)p-U?mf_<;K2=;2%(b zth}W{2V@-reu(!^1cbr=WB$v^S-c<&`7`=6R$qhYWA)2e`!QE@rjP2u{fX6~%P*!( zZH4?5^Jl`458!yLjw;>0+Ib}CEBZgH+^D8`eB?aONP8ALi>rPFy>>)jBSJk0Cw5OqNQq#(G z^dzMjUZCH>>C7HjufcdQbg$;RFpW*{zAf7S(C6p&-FS2zv^eH@+S=O9QzyA^GZd(m!9w*DC!$wnOf54 zVQp7#T9nCld`0pf-fidjPuuzX=z`%sH%3YxJ0shJ+8eQMQOJe6Wst8SeIp8%$#wLZ z1@?ga8Bu7ysO#`+DzC{tMrvi;kn_yt>p_G;U$Fj2vttSZ%U6uq~pFSakj;LmWpc4xPJiH#Dizf8t*#E_qN`x|#`CwWqRxIcsb*6!Cx zjq7C*p#MnkXuY^A5hH#9zfiuTZJi$83vPgTVkmBpFpN*{Zw&e%-d_{2`VVP7L>T-b zwKx6iDy8$IAikjd#>~^HAEK`g@fyc7X5psyA5-7T(f*WR%uP>@~l#0O=u7O z!Pt0*Q%$QPfq(e@*wYaPI(-Jd z^ZA>@`b`jC4I6iSUEIr}aZtzJT}iN6%09_4I>`~c-K z$tL9V{-SH(?+DL2a!P7$Eu3%0`jf8o3wyY^1@s^FXY#--joV?O_hPYpa_)G!>-+Q| ze&P2FM^X8d-Vd(%ORfX@oyGhm4D%7xpD8=nwvDxv1$uCNQ+A#hr2ah&?vrEtQ=T`h z9_lm;_%%TM{nTzjomPyx3-*KZA`JY){--u6U3y@o!t-^<@p^Lflq zX2hBt+w*)k&u3zvYYg?pkwU#Py1>TKx~r7(XZoFX?~>4pc$5BqmT%>A)zPOR>6y;EGiu65=G zch2U4eqy{K%;hH-UDjtpa2LKFE+{{I@8XFP_&*htmr(WerMkt%kS`#A34?r)9$~M} zgU*Z+t(POe3B!Ds%16%X`Xm1n#4FSn;i9%Hcb{8!+}GA@{v@FW{KRtiMyG@DfD*_9gQd2)c zj_nV7)Q^&?J-i?If%84W5HB%bAPnX@W1@XQ+}oP4V!GpzmOlEDVK&kUt|Ez4egOIUw`mC-Cq6s(o`ur zZzk~4{d8A$^hE9tymm}`G)#Lc#2;+W>uR)n*SBxjd!zzya}(b_i(PnsgdxAd`mCJg zU*0Zx>YWAYJU=DO=WE_`C#+fibSLl&^HqjjBzlSUg)s0J^DV*9^1y@@t-nnR&p` z&rl!pJHqnwNPhFyM9<&*qn^{}YqEZRM~hSJyrh6(b{>E*te;~1Aq@6~{Sj7R`<<+u z&Wj0r`|YbeKYkC$1LG}W;5YKmclK1B{+}Ba8Gn6!-%i%(dKBo#@%e6YG+k=x3;rGZ z^GiBvcv{U5=tuuIU*-06rPX~vzpy^T?EJ?3F@Mz88M}hMQu!X|L0_=F`3L9j z^Ixsb{nz}r-3OQ_Xv%1lJ36PVV;lsC;mJ%Kcj}P*9Odb zZ~ZKRe)K1cAI}%+S-1nn@iIK?UkvNXNZ;b>v^%GKKSQ>K@?TtcGk>C2hN21ew?toQ zO#Pr~5?2^L-B$MP-Al+fu>R7yL*~35dx*!srK=7d6FMr(D^dG|As;|`18064?y*`C z^cU$3JZ2m@v-5G7&mg}8PajQlJ+>9z$He$T80-`0zkv_c8yd7+WM5MKWqJ8;C5kVy z^Q(d&vy_MfC!fLm3GJ0(`oC9J4*G%eqH^Fr_Rla|4+++?IA-)a9^~;(EHA>~Un2j; zkWX&-8-smge5LxZ{@?HKa_CQdUr7+0J=jMjWjOE;`5F8mw=8SuYiJ+kz1-%Evh|It zU=K*|^4ldbMZrsX{zw?;L;6=3WjG{Q^@IBO{R-z5_YOsS!F^-o|BBeW)a0H4kT3j$ z`FwmuobrvbA!c$W5(CBb5|;I$c)6ls&B>YjwE6ma$Yir|8JV)YzmR}ucbeu+R2)q7 zh6If;O3H|X^D!uIhS~a0NU+>{xm$yIybH;FV6iYQnXlKb4A-8!L#_qZBQT#N4C@zt z#q<#d`f&b27|uiW`nw$T>mLmM2JM5juR;7{-_!X^0mCf6Vwla>LW9SfA01f^{6~I= zZhf3t@z(2q__o88<=-vAUa>sPBzy6}b|IYiM}HPp+}~cyn9pJT z|Ca75mD8UB@<#a+2K_?&Wti#9s(!u+{tc2~U#JhOoV|99Yfl1yfcfXDIi?ehhn92y zyDFt}MHUv3}xJB*LvguST0@X*`Q4)gZG zd17im@$mVbQlj%KsL$cW&bgs|M#<6tu?fN-jLJXZxfkYRsDEomNLrt*kp=nS{FgA; zuaQ_^2!s6@{EdPCxIV|~)B6$vR-eg(umX#hYs*fVyfSj+`+@7^B~IBEZiDtwp6f=O z|GMds7Tgy=eIN|y-ElmGA)XK(`#j{!r7rr~K^Sc)2Q>fqTo>V=K ze3}aOfbv@R<q;^o`ojDW^KHVQ4=5jowTS-_ zlh3axdlW5K$=dT)ORR|g2JMOOqX;6l%09JLeGc-W?-7H(Q~!wh{4U}_+5D&d65)F) zM-2QzyuRnE_$h}gq}X~PVQxR`k4=n{`Y;aq!||@aGW=k?`F-wRH}oyBKNHl30{v72;<#2ut`NzIz>yI0D$R^r99?#{u z;k{o~dkh|BLdAbo9NGRxu6o_g>=u2*Y@B{z4e+3;7f2lz*_W zn`nNH@{APr$kbYT2HxMG^1zrMj|{K!{3kN$O>u+aYeoKjtEH=<-)gw8gyY#L(fyBJ zjp+YSP~SFsk2JcfI1I**_PO!<6rE`Ylw{Tu|2AD}-Zm`b9OxVNzva>Bh^;^;T2}l0|zU4F5M7 zE&iS`?5CLjjUnEd{EgxNQjtDZe+Kyz);`@w;QdV|{ffF;`SV&!FW?vITU3Qz;Iosj zI~b6>qvaZNtgpNQ{lW6+ZX>l*AC!WAA%CLhD{WUAe;4+L(BDVDAEweXISATA{zm^C zmk~MY7Q{C!-yUi4ah;X}@CV!5Vb$EE=)VWf2crED2KgYrcBC&=coef0_5;yB#&lMe zbpAaL>}i>J{Di??(SI{c|F0`xxDVxzgkir2=l6s`f04eJBSZV!<+*_UBK^))u- zQs~##X5N47g{>3iua@!hxUol;-n23Yf2AiLKVcXT@+U6h@vBo!T_C=oy~XVwTQ;oY zLb#8M}?=~v=me}|N<-9Ud)UkUT` zvb$s+y!&zR0_16y!uO|@Z=i^e39axeYdKmnX zq*%XF^Q8V1_3gv;HMK1+WoAn!;2+x8Udf)0!J*Aij{aq@=8{O^4r#!+A5R#@gZ$jL zJgn&a*k-<7wC`o9_NVl1e7=&dt`PCVRrFpL(w}a&;O3Qk|2waqZdoB4tKWgI52r7G zV|2)%C-@`mpD^e*(x1Mvb&q^O7Mw>wf0ACh;cKf>Kc26p-<&(s&~hHcSL83lEWb|w znK}E#;69*VxW7mk=Fb>U2!s7o|5TslQ&bM^qyDD3{BFkSh_JSf6Zraj z#<^3^&PF_j)=_>L&*#gk{E!2BFdrcd`4{R7VTd=_{=p78m%2zq0Kbu+2b)wh7AWX*o7;+lSH)^#3vf!X10j_nE67e0RzU0(-&s8D{HSnMs?n9(9q0d=%-+JZgGr z-zCxhDE6QE;ln{wX#JQt4^_zb%>_=jMhZbxPJA7XBUKGmXP}}tUfO8u_etP2m34?v1y)xWN`bHSy8@A8N zvuXT<6^_t&2}3-`@e}6$=kToJaINUo?7qC<@WrLKHy;tbw}tc_>9p0ckJ324e{rNH z;^wEFDSZFv=!nUNUtdk<{)aHwGmiJ@t_v!LTaAIg*nd{+{VD81$9e z8$Q9NOaF9kFWFO46n!1P06)>+5C(psyb1GshcLIl?3J2weV5t8`aO;>J0bp9N7p5C z1tg#B7smUq8VErD(H~@2YEOzBb)5Y_gy2}p@4Wt#hd@4${*N&56Xk!bPHDMW2Nn1p z>CY+rxqr`+u~7aGhWQBL+AL3vie%s)(sO+1(@e=(!JtoiV*O&6?cXwdkoqSK^F5r8 z5{C63^jEB$-3MglY(0r#dXGzR{A%xM+eTf1{U)NPBDZmc@nguRkl)7znUN6$_Ke}MLrxADlj zWx+8#ei7#Db$M}D?BDqs7X@4AE+-#x(fFRyt} zY(R1kcuxuEcZ6ZR72^|OuK)Q)3zzrSjpp{5|J_9YhC;0rTVFZp;r8g-v^nrzFWS?| zS6ltHKK28BAY60)>%#thz7bvPxIT?Xw`SDRZ}HD)1Zi zp`iYbW$C&MzJ67>(lYVCPLuff3p3{ijZ#QfIZX8nYje(jmhT4dkE8w-+1IZN50r-S z;`j*j^^hVj`{M1&3E-blKZ=%>c_j(c_<7@^9ahuY7(WY2254Ac8c0>Yp_*xuQI2g#>e z??{wM;{8v;;P0M_>0#wFB;5bOPw2b~E1yRDXADmw|3et~h4Lp1{s;MSHg~}p)tEVu zAEP|Z=KeQtR-5SmV9`F#78Lf7zxtWIUoSX&^Yt}NIc?xCj-N2JN8eYz(md4l9{5M} ze`mjJPrWs58TcE_N6z(Hsa3E|628arpBrFuYTvnZet()Ul%u|!%ZLiRuPgdL38eSj ztLw#VwT`R)14>-$WU6=6RO={tWs z|8rr}5%%7RpjgJK(?`c-$e*!4hUx!{1jW5W@2S1@;{LICQOTxr(hqrlQ@rG%T>I@@ z;4hA^IH()BL(bxwtrpX8KdyTVm;Uk=2L`0e^5Sz`T6XU$SrLZi+1_qW3kC z{wwD9K1?5E3;e+R?Mh4ixob^2;2+Q*GR)2=T%9?5dVZBM*ca9>9rY=3K;RviKVbia zVf-kM(q*C73S&k2BFew?VrW!nm;Rt{=r0Jv_|d+uNnUbV8u1<)M}4^FTp^|M_#+=5 zVSavwVS0~Wa4oyKc-}M7{u}c5dM8QG`l&T40n#_b{3ooOBkA!E?k|b)j>qo~L$ak>(X4aS)3Z~^UWyG(Wr7F>j`kw`Rp>o7LK2tfjN5cI4*UdVo-oI4?VSa}C zaI5={s)Lrjpgx{=APn|^^xit5SU$m4O?5f#x816mnEplm64b}FddpS~;cHan?ZG~Ymby8GX62jk)EK_3W5UKC6!+zyK8f_+&292eJ*o)vdn(U+pM28K4CIIBbM7Jrd7=Ff z=KD>ooZi0{+>?7W{o2uGe7}+~=Qm-_uY2R39k}P|uE_4s+&kE6sT+_1^y7XdVfY^X z4Pnq19PhpC4qdiRJ_h_j{knJ0)V^QEIi645t2u9Hw9c+WFy*87N7k?z<{#rCIPZt@y5D>>f5T5T zpaBFXrEbVLuhye^9D4I(oY?*EhmEe|u;+e?p2sDcL*V}=(EnE)IlTXl#|rSLL&g4waK{?TM=DB+<~{5+ z3HnEUBn;K3tvAc%=P1`SB0{7rx|?x{^^P18OQ$A zgZyy3PwPAXcFlXm<@;PuscWN4F3%sHJGq~>n(qYkV*dC%CNOBk^yhqi^m)Y%|Ce(M z;e0gmgY>_+pziOnCY{Uo#a)BVqh05NeWAU)XiS)GGdv2;s~~+Zhne&q5Z?jzr*S;5 z2H&&Wk~fa?>($=+inau2_&-FfU#Z_{q4D`0*bDkYhS`2SVUQ2iKXkZDvf>7w|GmCG z{LQKIcaXm#J+I$bACuAY1^q?(-}uMtg#0#ycKAeD+KP34O2Kz^Ps`~9I+7unY<5yM8AiG8jY)A@$dy0b z-_~5rZup+84CBG^5(fDbJr9o``jR7hj|BZ;t;NO9dlH;s{*UpFFt@MTW1G*}$kfAl zQT}zB_D5bi>w-Pucd*uM~l@sIl(!}%5DKb73oB>y!$vce`}0USSmc3XqTvoFm* zrrShz0DXKW)_=laPpJP4v-e^cX7|Uw_E@{LA=(`L56bJSN0G3sdM(%!()YEf{>LoTfi5$rJ8*yd?Y`_Kfomx22VnaQGk^Sj z^6~Ypmqqgll+X9A*G8u{iq<~}?@RW&dC3#zm-zjUiR**<+%N}z&lHchZLRvPiK=}d zKS6)imTX zXnFlBw1@5g8fXwYGi5)VKSF-|a(`tp^@8ZV4UC_^Qo4OruM)s|FUC)X^(i0w_4P!O z=dxS;zFNEF{w>}{9P8A@aK5G>-X?5oe9N9`F!g4{O&$F<{v>{ zaD2b#n|_NLc@F#+e*Zf#!aAbV5xz%ye-~807<(-m&PyTxf0vFc_3$_#!_MdYagRB! zlqGtf0P8bM{#YnsGsLw<=MC(Ki2Gw0^j}NLA?C&_H_f;5X{#__5EumNO z?gXsoVEeK|E}nxo@8CTf!l8R}$J`zT{KWQT5ySd0%18Dyo<)=b0eCqS)qdLu6>)=7ec;=<%C&&EL3n+ z^_^hdC>KZcDa@2aN8!t+=)m@Nwtgp69Q*m|j;*mB-AG-1YloJP z<6qkJ>-ZM^iI6a?=ZNRC48wd6^?}Mce>%=CRW5#Z3)a8I`H`^W`kTwQ*@@o!Kz>cUYTV-@PD zJ%(RXd8hckoz4^*f;`0YMPa9e5p_N9A7k-Q*eQR)g^3A{knbTqoxWVqPY?VG_Ja1_ zd5X=WK{M_E#_@H&z1-e+_YSas@%p8Zusj=&y79w#23_AnJ}u7Igz7JP{d)gg6ZDU8 zgH}Vz$S)9ICW_^yju_rAMtKuv`Ik^b;k}B}kbD(39>Tys9KU9#;B%*KZ$N#*y`v5~ zJi72dyeZfGNB?LTFVe5M#b4)1Mi4u{AnekiO0#yBJLFUNeV3r`lOC>4XX_Edu1-Fk zmwrrz_E4T$3U37dPSYShpuTF^&6Xaje}m;iLamfZU&C&80)H;v4-jfy7@qgXun&u` zLahcLwXiW`+5AA*ZN>bIo7cj)|L?YWSwe_O4aghi(e0q^67$zlknf}XyH($-5*&8} zdazs@?&90*n+g5_^;!Gf!;!je!9Wj=w|mTY`B7?**m{$&d-8CbEUA4UZ&NYVEqsK*D;NhoLD7#-yQ4gn7y65z3%{)uM2e! zP3wDQw&=ZPw2vN{|D9?Y+|2R=VUP9?Is@BJL;K=4AXfJAz?Uwiu4nPct`k=td;3p(R;_pzn(7? z!WK-t1^h;=J7dYd6YdLG{wQRa{*P6t8>d@maK8@tjq)JO{k?96dWiFt&1}9P)Xk9= zI^TK8{jqLUi$~0JcaS&g7sK@b%0k_5Nh4bi*n|8~UwbQmsW&Jtf&S3GdpoY#6E*80 zr?+>AdVO|F0br{CqJO#SJ!Q~0#Ci$}ce^<}VebP7^(N)2sW?vO@lS70SC4X?6v&6g z>#IV-F#o6TA1ki$yC~ZKKz{2XX7d@L-pdo8)+>w7DOn zFxMx2lbBzd;w*rF$bWqs$0LIucLx2!{`J>=n={7IkIjdL`Z;GdOB@V`@u0ugFILZa zbjJ+hDe7;ZUG^L2o&E#yAN8ltE0tLVM&m%gkRFC<{aI+BcjKYpc?8fe-ald(>>1-3 zmBai4{UyV6o{QCI`x`=o{u1+pCTT)GkK;A4^vOF`D-HY;uYU*$^L)d=+0(N!O7tEL z^*1kJf~Mbs|J6qf^C#qwp~=DHZEtr&eZ)p`$JVCo6TL@*{?{lcFt2gH4j|MQ!jLZ^ ze+WbTLVs*@yi=oH8~n=#@yn<}zsYE5XP#g8Ra3h?Ib0U>3CG`8=jI#Dw3ont{JyVO z`pq4+{QvTV4AXmw!oDRk?rUazhx%xLeIF%6s3d#?dXYcIJzUgIxK{!Huzh2Pde2*4 zQ@FknhVu;gz46WN<|_iO!+I%>-?%#KpCp{zLA*GIKWoe~9h%AASA0$&g_{ALh4&AwG)F zzX%C~|G@DO27CDj!+ZzFPvzX7_g{G@ZMIbj(2w#W4E#cR3A6Kj!U2+}Zy26Az|Q|N z4E`4RHK2p%p4%^@As!)r2=jP3V8n#ZZ&bZO-;qATkk8@x2aI*l9{j}<@^Q4s0p%wj z^|J2@hIdi>1GRg8nHN(5 z`CK0{eFLrP_X^~1@%S<@N5}K_+wNTd29|~j`p8Br()?9OnCrv9yDjdg>u14ukspNF zc^;wp_~4zb8?)qTf0ALaSCp@LoKmLFvQW0)CN%$P9a(gsKgbu`8+6g6r+)24CHj9C z;h-N6rJTpD;QXHoTBa2`S>g@`OeVuy9fG$@@1ITyM&fnpXV(6_6+8`;{894S$<|Y zdz$$sb$xEHmh%cvEIM=@=C??%W$>ZBHa||X^-1Ai{cj=Kwntz+8T+%^r+cEa-Y-61 zuqurDx%X2iuAkQ9G`0+O8PC?+gw`QJ3tW8FAby}fXPC}2@p9T<5L$2Ar5;+|#`f=o z)=!q+i%ic1|A+D+%=LT7XrsW`#Z$pwO%?0UkV(UP`Og#CJJuiKlxmi+rWpJc+Sic4 zTi&{we}H}}M-2WSTn*-6Lba1Oh#BxIP@mxM!Qr>--5 zGZNw>_BZsu-SUUEa=;&A`$N|+*fe|NeRiKk$S|X4XpC>;1^2$({}AT!lrZGOD375@ z!ZXPqMF01J?GKyd?Yd^CKKM7ni>IrHyTrkMp?E(`IBcuo$V>N)K;O_lhi#L7_G?rV zjF;*oX6K`X!#gfpn_}R|#<73CZcELUa9T{J=7(G2p& z?`;E04CQ8s{$CRH&-TCi8J{zQp+3sP_U5ev8yn`!yR!O(>Abekwx#99)D@!q0pri8 zEagsq>ivQLNWb046I;(e(*gctzCu`HhSU%-{|HNKNa1{fVI4{F`yN78{|Wg6R-Q=o zvT`~P%<6Og*@bN?o*4K7;yaGl?wt4P9KAH)58;x{4g2?x= zv3*!VRA|d_`6z1Ne#5l!33uj!JTZRSCyaPJV}j_tEbNak&mRa&(fd9^`oKI7^#6yxF!`rBThlHr0wBtu$ zeu4B5=Ib{O4L?_>CTsBd!?^M3u_rbThy4ced1xWSw7&Zl5`q5KK6`wPNJ z3wDL}XgeUs=7W=BD~8^YT*K*|RQROUa%LvGKO&s;HtO7+sByp#j1Po?f7t%y!^s!5 zmUw~ukzbRGCk%;wHUsVtBR?j;4sY3UxE|s);wfvg3v7;0jgL;f&O<& ze7jwJr5~UFPPzK+_LAY{U=P^elu}8Z;c15zqDfwaVZRsoIkiuB8@rSM$j2~#G0gTW z2!sE^_886~`ltG**Qwo1RAlp=sgJxXPksH!_NRn|x&1iy3VF4;T>$Tiqdqt~%~&9r zHG{`P$A!l&=5Ia^`%frO$MkxkkIM#l-yP!>VRqg?$ja$G1EJ&5$>#-&k4h#;8i?(S z;aN0Z!rWgF2LFZpcC1U+?los2(1UoIO}~togQEB6kY9xP`snnf&Ij(8PXYd6eTM1( zi-gnvEHizk|C7h>88#nwxtm-BeL{W`=J9$)_#o|RUzVuMr~U}T{0-|nJ^ZHoq(WWU zgyDKuDQWF?;5XWfv!eNMgByK2R!fD8$4?mS@#;VLn8c~SG3fuczcJ|Z;=eK6-}(o` z`tjg@${X=MxsdgLl-9pk|1(K`gkgOe4)=fi_%;n|ca5wC7^+j%9E>4&A-zY&<>zzfm3xv-y#0){q+Cx`E(7P@i1$ZC`7zbpwC#FK(pq zP&v?t{>-&7t^Uk05xuByu8-HbZ%ayn{1)v+FsA#T^3!cFzefK+n6LK|hWLr!3xuHs zs^|AXzJ~n^lea~+dgQWj|KmX^DlNIYh>m1Aj4JA`JH>P(KKB`WRkB{9~BS?`AJ^zWZyW3+Oxc=Qih0o3h$b zJ|4GInJccgH-h|de&be=H@8DTH{chJZ%({+mUoZWKrfcNd#T(Qp?8SgR}i{~4b8OJ z`~>0`m7l2B>9S5A=*Rh;dvToFn(`3vPgw5JDcAT-KyNO84-@xieaqLv`_SmW2`d

    ^{6?w@pp9<=qJ)gSS6eEftAyJQlZB;rQ&b5qd?!09*-ZRE{(q4 z3i^TiHdnjqh@Rmxp6|@<7kSgiYb#&>n>*?Cyrdi>$agVcnCsV1Ls)kh=4vvy2vAb&p!zB ze8Fd$y7un{ilCop-#$wxHnx`4!h49QKR)FxTl`1*!2BP_Lm1YF&_5D}^&6B2Vc-tR zpW##*?>yO0S`}V>`21m>{LR;1ZZl!M1m(prn?KKU+7uEvt{bdZ<9O!H^y+)0^LmxN zk~Ly}69)U-`47&)^D;szhx`}UAKCZWly4D+c!}%Hto$I+PnfS)&)YOM#8WL3{2|I? z-j?XtMH1h+e)%fi)+-IIh5Q-kZwyZ+`7q4pr-b?ZlQ68OqC9-oI|q2ladm#0#YKVZCAs9I2P)LI|%A;O(p=Z^00&-uS-xWdvX zf6;kFl;5Ip3OBA+sj~aM!bJ-f5AKqx0rrFOh%m?-*KY}fexd!b`t+WRt{sg~g<;-6# zdF?*#qT3VjCn&!qRYkKNu1^4a!uYpTcAMe0|I~orkHq##7}`VrvvPmp*HZc7Bd&3l zaGoFK$#4+$zjWo|fM-={e11omk9TR@nWl_n1L%+XFD+|uu|E#$6G(rcvW92W;T~{) z9`&8!HAGKf-#XKQDf?jj*ni;GUR#}{ROKF%{xJNG=ndSyLvwiASy|1uZq`5vGWB%E1F(CGOGi7K>ZKe(>?Xv%b5^wQ9i-;O$M6& zKJfn;DDPmW3)v4N;-Nh%UuE)g&U4XyRkXL|#xEXq-8cctvHtQ?%SX<;`VG$WVg2Rb zWheA-`Xf*8Hwp&UN#>vwzonnXzyjE3W#@v zd)aol@<9jUJ@&r>F+abv!eMgIZpRLAf1ApMdIMLyYXyHnICN@}^X7A~UQF$U?_YiN zkLZ0cD!;6=D5oG6#!KZ5&)zH_uLS*}{fCS!Uh1561LT4AL*~02s%yFn=iyO*LSk#i z8b0OsrG$jxy>ir_kT3CpIbovz3&H%FFvuJI17V&It<*VEr?&SM(1-FR%;U|g^aJS&4SPPpbCw$4F9}U@aaMM6|+ zC+aV3fp?$cvI@|D@qH>G!)!f1?1_PnN>L7s2jeBfi->>!$=&&Is!8V40P?`N$_)JO=Ktj+!Lst>wD75B=)dKZp&b?|fhQ+-r` zAGlsa80Mc?zUJn0x2Gq&zsx2*3^nNVr%R1S? zqp$sHRJlz2TX*-%<^^S+*n22K!q7kRH=<+3sQB}Hp+D5uh|%*KkIeAm>yr^vZiPEu zb%l6^^hT^%E!Fw3=zU0(Z^XWrE82Fr^gG3mM@+&{s5 zc>VW9V}DK!;p;COyl)l-M9h+5`RRsLi^qtDrKJ)C}V-VyU*k5FoW}%>YHQW!y@{Nj3+EFvS!QT=(sH}0G> zam=+fFh4;3+N3+}{Dx<`knbb^HuZ75Z1Vg+*xyBZHrZ>PNPhnxDhF>MDufxl^`#yzxlqb%bdw$;e0l>zeVfB*yx|h@^wW2mW(i|g1R&q-&wJI8Fr`s zx3sO$$@?%G)(6pkwhpQs)gkYm>?9h`*0C+l!nfBzf3d%BqMb$uclLzke{xm#G}qlaN0<4R>BT(Zh(x!<_>gFWc!~1${w#*!khl z`%n#MIPXUF3A6LfR1V`odByhJpKVvt8~h#mFT&6t>I=i{ymPEwpP^CREMUD9`5Egx z$63L+75={j`-@%GP&2pc2Iw>9R}8cH9bt)A#Lw7z6(cpbR^WGU@%Upu^}FJ;vkB${ zK8SxjcT?Ow8|HV|ew^d|?sMZmvHMlRxUj05=FN3npW>1$F3;>T2JY+h5`Rw^#)Ib- z;tqe<EabH3HNH1aF2kL7=&g#!@L5E@d#^Ui22K_^QNobvWefA~M`9PF+qUY6$ z>y@7+e$sdnpX@HP&yeH(XqSbtqRwUwurJh~U3p=-Q=5A6^%sWO`NkxtnGu~o#DIT9 zdms$sL4LAw=8u#1%cw**TEqMs=}S5}Qqs@28^{OwnN&U^arrK5pcnNa>Bn@_vZMFl zJz*Swvca$~{pV^+ZYTP7N83E_H^CI-hyACRT`o8}zmfAR#m0JWg|Gn1kzXnHm%LTf zTEM?ydwVozbZXLz1ph*KvH!d9gN6`)Mu_>j2QiO#gdx5mfA(yv95rVCLKqLy%P^aN z5$5^bo`W-DUd9cFc!=~6=JuLun6~FeKubrqKAk#h*_GVEANhDvH!S-(<&2BeefmE2 zvu9#vZ$qFD$G=zll+)&^Cfr{34l9VzZ+*$>+v^^2@8j|Y;5X8{_n`h;LI3>_kI^3z z27N;M7-sqAzVi{a((}S$zZ%ECUw^}Y_0vS}IibAw3r!@g*RJ6HbpKp02m4cJq5TVD zelk3V@)g3sZs}={p_&5&q%N)NaOz#Z~shqFpGh9jIBMk8x^=*ILy4Lm2 z2l4zoZHw3Wr?2WDUgLPu;-kJystkqx(B9Lh&0ThR*jiZ6#C)GHj1SjS2t)hGKf-)H zGd-x=)#@pJJfBa${oPboCJW*(j+Zds4`GhfPc8ZO&IhA$ImcZe?E9<)&a9qZa^Q-7YRc?faf;|gMOp_FwF7^R-f6|!6L=^ zy;oI$Fpb3e!0;>@&%u(*=P#U(0((YzW)9o#=Hb1a?|)}rvJ=j+|H{{E4h>G5v9WF$ z_-9=IJ~aA$MbY^yAm9Gt_6fsyQQm|>-_TziN_xCw^U!C!zr!<4gW`Sffd4~z9Faep zzUFODzTSJ}+J$k)_Buj)KH~NXgTKc0EyB=0##e^#lm8|R`iS~`q}Kb{wwP|fKOFB- z|8bT#dWqiG!Tyh)yL9MeulrJLew1}*rDfnqFCLGwv)yC83-8dNFPm1MB82I7$4{oISIxDC5nS>0p`$f6?rwrS8ZZ-HLln-G(e<94}lY2O5 z!G2X)@TW*mp3<;;+blow^N@KXZ2i8ixWMj%3iCp$RFv; z&nx<2o_}0!8r46!>e9kwVGhU(?d#;VF0Kzg4ukbJZ2#n~n#(%P!Lsc9KtbnylV_ed z4f4kLM;P9ZLjP8f`Cs>syDOFSsJ()+H;=!o7Qucm)kh5HyU-s~xfI)PBMj@&I39-C z{Howl^7~_v$3Xt5Plcn8U9++73-JKQM;OM7-xtoe{OL6Hjmj_Lcj3`rQ(S-7!T0F@ z2=nWK_n0zr}o?;T-b6gkgUd>1CL$ z?-e~89jCe~PM+?o3yXgK*fyxt1M)GX|5Ojp2h&!I_BU{Rrg+UT%kK?KMf$4eOWiOQSW17GXNLizu3b=`42 zf8W2o2brNLX^^B4A(VuQ66*aHvXfNyDjG&sDMd@!n@?m@NKtkwNs5&Aphf2Iyx-^C z`{nok@A!g8V1UuwXPb3;;{z`pSN)X>ynva8Hs zKN4}8qS@7uCyyXLNB%KfP4Z9cP}BM)axl+l6XyP%FrN?8GHSA%&x-yJoZ8QH4<0je z1CJNeUR}*J6^hO`AV2PQ)|L&mDT4VM`El2@F1lgsNyx9^d`=kb7wKi?|FQ4q^++G~ zyAAd?Fdn#zn9s+ALI3IdfR7(W$%lbFs6JvC503Y4eAw(Q=Z?U8mV^(hs9RqB!1;Uk z>nx)W3wOc%i2S9%EP2<%58f9`ue*fr^r=sq5fKfSB;#dpg$!2S&S zv-B?xeJ?dm=KA#DS^nBdf)>91%a|Mz7Z{Na_J#VCk=nbwwdSxvsc1= zfc-tRs+7w7FB;+tY@aa9PlVUoC*OD|IuC;5eTW$Hm)PFJ3xPK~&ivo`JcgP6Jvwf1 zv+?*w_MW@jqsz`4)vW`;|MU~{kKv0n9}ot6MEfGF!tP@;%=Tj#X6q5cpijuZEW>gO zeTQ+}9))5EX}txpJpe02UU=kla-KEJa1>^v=D@HeQRkJZj@Pir!fS0;Hp zw%QoDug4sCKbFex#&)q)>Y!Fc@%7^jv!SmSB!Ir4ydQt-5jOdj8jok5nAWYaYS;nv zT@{ayF!)cE0cF`tSXF%&r3ei03Z}Lw&TDryE00 z4RYTO%8&Nhd_1C-=`OhW;k~D2l`N-p61?{&p$edy+`Zzw5V_3{+`-kuP9H# z%1LZI%{fKMKRkdwr2m;jr0#Lo9GGuVUeBJs4-b5{8uo_?zwVwGJ$xbbuPdhSSwq*X zdAGA5enk47>n(}@UHKi#aXx)MZouNHmGc0j{y%REk_^$XhWQG|^TPe`Q#t*9U>`Vt z66X6SFYeDd{64^r$5SubBYiw8(x5)_Dz&>`0$3qzW7tS|?!5+{aSviZ> zUuw+DnzZ3Ctl z4E_!IMeV_U6z0nqK8f!!xv~B_|Jy&zXEZ+SAM(q{Pxd|A|72M5|CQ&Ed|vK+|HB`NU#$EG>39CRbgTH^HlXhV#quEx^AV2! zwf4d-v9X=Oeo-F@gFYa=gn7P{VU~}3J;-#~FUvs?&!fCvhj?C=YfFZFE85rVT|;sY zhc^Q~IG+`it~1cPt_JZ5>gOAm1Fqv`)WDx%eTLcn*Ebs%$ezs*y?>AVds7VA+h66t zFREX1-}cPj&S1YWV*1`7=JD{Gwn)hu)wxg~=`GaGG)mv74e=VD=O7H{6VU&#a(4cq z&^jW#dgv9%|6+fHsRz|gyB5_ z?61^s=DKe$9KgOYzr-**Z&JEK=s=-&u~KS6)R z%Fh!nQ)uwJT02mpjM^(ZW~%FV=OnlPvU-*BfPU_vk7zGtzncr^U3LNbk)Eo?&-XNWJ5|K+b*Mm+a@0smKz^p)3}-YdRx z7Wjkm{G@ZiOD>`Z{55--z}}FbmCet>&-NGnA0^6*Fnmw-v7E=_RVK!7t?Xa( z^-k5eJ5$o6hk(Dp`c?C)3e)@-0spam!piKtLDd@76L(K`f&3nhw_1P5rMfYae1D~S zaM6c|H=_S5#dxB6dD3sqDT+WZj;}hbJ@Aq9CBUf9gkgMWf2^F|S9N3M>^?ceZ2z+Q z)3t7`YkRllL^ScZ)|4{F1zI^_pZgNLx z{$n_T+H2TrI^W{ZdVYSUA*NwV?+SO7dXhI`?k^fjVq{I$>F|7iqqQ)7vUV8wC)5wZ ze0+`jGvxX=Oos0IbX%uHP@xXC1LTJ`-L_{WE-)_(7QGqdxE1^z1gKN##6`N6*D?ftgcy`jmT`=jR7*L#h6w2J4;8D{H;=9D*S z!-idkd=QSOMgMq-v&R_VFV0sCv+=b|ez4B)m$`fwl240pO2wk$rD`8&{4JsVX9T8N z$yZXop(VL);mNWQkpDn^Ak6a_t=9cd+&dl4*SoE?2ekIx9|+?``r1tDJ1>=8!}F7E zdroy66xbcsGpHYJ1upA5sK|l7A%6%1zv+7{hj@(YSG?8onDPSUQ zhWSYEZ_Lj(Q90;8()%r3YC*bT8>jzUzWM7NpEF@Sg7gvQ=dr&v?KS&qk`3}j`L#>j zIcuYv$m8Yqr3+PB_xOQ-oFwj_F!+D-zcH-eFuq~+*?SFyf&b{w7=BFjw{KZG4*otB z&L5!s+Arp(E^k@{<3;^scsKE{y+O|;YNY7>2Rt7|80-c81!1sfZ0~!w`3u**ZGrqT z^833(^xBy{=R-OAC&HjVXrJF*Tx@DfUAX+eN2>mjy3!q1!?>SCn6LM~Khks6&A6#V z@9(?)nDPFuZ{;C1c0T7vovcEZ!F2Y1tlLkkZt)k@1^_>Bd_VoAD{i&b!F^5~-_LjM zkDeV@f_M@2<(KvOUY+hfhx49_Vt)T}(OKL5tSFyG<>5aoJhbM5Kf~{Tdpz`6{m6p* z>p${=r-M)SR@_bU{nP1FZMTc}B@dE3{F$!|eZ58D{=bAnD`vv7^)p7XJt&qkJA*tvCbz zO{|Xs$rgoUXK!wX_)ol^Vwjy57Dy$ScFc6?0Q!LS34^|h`NPUtd?t|k{-E&wn`00^ ziT#N{dV9pgr4OEiJjC`RkUsa`=(mO~ldnKJYr4^@1**Vrq*uCev8UV{0ec@uAXAuK z=Jvx7^ktYxJ`BV9TYTP>V`I!GGYs+)+XKU}ABXMB{AmoRu08|)?O#m!QGx9Fl7~Gn zhJb$%+cU#p|6=_Y$Y#`)Wb2CF8$f=@_5IJH(yk-q8^rfz1ad~>-E8Fj<&Tp*nmYCM|sO-k4|acRRI1O`6K^gc69B$Gayf~eF_*pMEoSo;zM3e z|7R^wkRILdvOy}$M`C+p81_FHP_~|Bw7tAlypjiieL`J!(Dy@gMS2 z@pGue(cA|x9_(Lf_EHyN#XGhh6%YpbV|z*gS%-gCc!K^866*tD7{Ay*3J8P$!SBSa&j<)Z{EOpJ zJ>*-xsLfRPdY;yaB#PeiDX!A=STKRgg1nHk8wN5QDuVR@0S#xN7lLupg|i z=Ju>)*4JxbpHz;R?KcXj9L^IXJ?eg6j*Kpx5ACD95$67c;TfcFge4C$oNRE!cWNo* zzp1^4Pt+zongR097V}#jG1T7m4}L7M?r+TIX93lR^PXb=&M^3E)JG}@eGu<=v2r-? zgYexLfo($#K9>b4` zK8;B`EyOS`2)Z2TyF%j5R6c)oxj*99yt{9eK9YWQ>+BeNF?t#7 zH;Us~LH8-0hZ*gO2YW;R+}&5NcBM@u=r7W%nR4Mu*rf$9KcM_ITmO51e*aOB7tS|5 zMtwZ@%hL<&2j$fx+q%`nNEY-9`A-=5i|zIJGNLMM!2+dN;x}RFAHVOZG^c~TjOct3 z+Cxv_#TA1__XK^w{t0vc+;dU+$e~4{P#^izvmtq$Q_C){U%iUQCS6yp27X}sy}rFD zD!Y4&y$>%S4E1c7*PE;M0pmr1R`UIMced_a4ecY=HtlM#ag#qEpZ2oy(YqWCS-xAKeYpAh`8)p` zzxG?B`&Vy{g87ubM=Ve8i3ob9m8Z+f9%1<`K_5*=!{nkM)xJc3p9w9tRjJpM*cp$SROq&HcHK;vO=tY0Qa1+T_M`Oit$rx8f6Wm`F zFx;Qw7afaVTUrNyXYsi}XXb$yNBjK({-eAJ!+85@BH=s{^K3hN-#*6-V@a_065{R$B_dUa&p={ms%@m3LVFNTC0^b&779=sjT^uYN<9McTK0;XF6; zL%+?zuXU*<=m)lEAbDKd(6^rZBLhu`qt6yTgZKsGZ-c=)mwUcG2>Af2pJzNM=gC1B zuQ)#`FhC6V53$_PC23~D=@{TwUok%jgMY*Ml$F!}4+#txx%6nsddlw02@KoJHt8q- z1pcEw8;xqsvp(bt^9hchFyxo8Kf(|XApaPSCjJ>Mut}4b)dPM_6_1B7*bk16Fw74+ zf0x5~7@VJ3Ia`kq2Kga>SUK%42ncg|6NdQ+#w}b)y1GzeXYz- zasPy&eVi}*FYC7HNLUoKhxGTa-|havu1!^w`tRR3uzlOrcm>Lj3;O?EFRY3%2mgojJz<#N z&^`us5(ErdGy&`j=M$5urcyJMFR=X&fk{vYy{voJEmDDe0_xA;zVb2h~Rm^1$}Zj#)h0blnT+ zLwjJ@h1L%Y3yD93WoUmuVAc@0aIZvz)N-QN+&C}k$%0;rU8p|8=EUzI9lvbek&_Df zAk?2B%TF&iNEW@%kN$Ru?}JtQ6%(XqlKh5*DP5R8V+G4M3WgkrSUziRAjlKtJLFP* z@S>T1V9!Y3kY^DZ6a1#Z`GZYj{t^cIg8#-4FWdi(!Czr~NcF*<`~6)G>o1ItS^M;! zhJY~m8`Phn5>3*!yXNur@le0(k2n9k3H}`QVQ5}lZpr2i@IDfbcUaPa%SGezp?#F! zu!8$N>?eBj`on5lT%$FA@%V1o_mTzKi^4&8*q+7hPj4(fJE|Fy{S$_G9or)e`4y}` ze88VGLG?v^y+jzskN#)4dFH#Gaqqx>aQ!&q)bQC#aXrBP@%s@47U3&DXMnuK`#Azj z`R1Zvy_w2%o>E{r@@D${!f)X3u)gK|(|bB){swx`e_B3RQQ^P(1^92If27{$O@+ca zARml)L!^`;d4tBz^Gp%V`6troAn&x zFRG6i@`2PJV#tr6J&aNx`Qks_>7d`pzfl8>Y=eWVp%Cj6X6Kg$qlTAF6D}SF=K;{4 zjvCke@PSGU*caxD2m}Ab`9%R?@XyE(!tA`7V3g;@&C<8eK>O4`V%UGC{*TObw7azi z^d0k0qwXE{{+9a+^37O2+UdOh`UQu1JUKdEKXKgc(=ZAMz6gZ+r}tAf!D z+0zCb;QOBp!)gZkY1J>wd1&ro9v@n5&kU|yqRivhF~XI-hUbg&<=FpN&102$=A!qp z2#*ixVFp?%cfaTC{MMJ*GZFGhJ2hVv!V9+oRavG(@;7dyCG$;CO5g8vfWY>KW*} zk9a(UL4GK2!VvGHJZ$gl4jXEc&gDPBJ!1ZQWeMnCPy9W@0^$$DY`rxhD!`)C#!-Ac z6VC0<-JkLw*gxvOU2LzF%@_X@} z7(U-lYIS$tr577J#=rv_vqgUgZ?6( zvcg>L(oILO7wmsZ+@JoPt)k?oQvXx3I={VNZMsegX8Oe5c-0>wN5sDE>qGroPyA!}7sVkT3FM z>U-VW{z0iS@l@Z*?u5jI1P4iJnm?SH?5+<<6TPp4^_{1c3|w-zl6EJb$&D5 zBIETBZr{`N8Htn)Ij1T2U80bOzW{&q+92>oY zoo5g*O#82bnTvMhx_a(}^(*Q#VIJ=ihW!s}FIJF#K{^iN36#gobgK=m+qbEWkPwRH zMHup{NFQO4H^zg6l@1fX*!L+U&zX6De(vb#0P`ox*VVAdKqbo={4Lr$!)*VGFz5&J zhcK+~aD1-wZ3TX6n_&J${t$-s8S0~}|ER~Sn>PXfP@f6Ic#$6r(|v6LVX$A6w`=Gz zY0GkTc>e(N1BAK#xT&8UxZU^+_;-w72y=hq)@ga(j9}6K8)18H9)*h6au0I;yRADJ z{k6|IuK$F&{tHGff4Nyw5Bxd$6XEXJ`DZ(q!TgT&Gu)Z@IZL72Mt`{)kROi6-Kt2V zXs0H-KO=CT+utbjQyuUJ`A-1yd&gEwkkk{C}hoFegCtUrW7e^EZOkDIM{4)56fkBFxSU2na*|2cUGv|wJ^wIT;E6TY6F z_a>uN^~D9A427N(#77UMAu;z9I=sW7u0^8Mt^mKKAUnoDqFn?10No&h; zRusbfoTxAGQkPcoU^DjrB7%jQ`>J+_EQRr*{SfBs*@eDcUtM`%2mK*^i?sXuFCBXd z#*ghU^0;5=zEle4ADr(NZH%8fVPFB+tEHHJ!cZUeW6=@W_%9LlU{5IjMMoYh%f-mT z{wwB#2*Y|0=^+gK{TH+S=|yc`DR+0h2YQe`hF4Sji)~C-d3qjF=t%NgqU7kdyH9tZ z59wL5@$>u1={hi8Y=6ng8Ov=gCBfd19}Kg6uxFs`o-4`wfZs^}(mr9Y4_zzf@#oUj zX387F?b-Qy!P2YGo)+o*fq%jNycBl)w5vJA^?_l!UoIfb^W|O&6){>9MEOM2zh&v) z->NEVbN}kC@!;3mutoAwRPODt{;u1=eXu@3{(3L+E$=jC80WY5VvQY|tu-(n^e5iS ztG>rt9b)I51l~874LDr81p34EHDOqfqI|t`O&5>3cbl&l2!sDd`Uop(6JB1X*L&if z1Sz`jFCfhAla;gm{^b=iQqAdpk}5>c^7h)NIz~&u-m!h3o-02jb=86Q5|IBs1Ac{c zQ@g|Y@3WwH<<=KlApeB)`#veMPTXD#{1TtP6%YphkMp_j^QSeo2`S*O{KWc782k#qUduY-Q0zWBXver+02%>5x@-rkCS2V1KWgxsI5 zSfeiYdjtP}Y{81$zDs_NT?XUD{#F_#M=bs-8Xx)(!q6VlztYU{zR6f$@W)6GVW^Ms z31JuywTJa#K1P00IbYwdJT|p(=JvHbU$`=R`mLsC8$n;u->l40NKSt*y03utvdXr5 zlu^ejg*+P1stuRNj;J{Y^AXzfs*C-V)rWNg`5=E*+uiZV*mjKDH(|Jcfa6*HrSr$3 zmQVS7y+%I&aA~^eJPFcE82TsNJNxnD_nkohP~K~7p6Sg=9mUJnhDgef`soMzuh{w)Sb?0-A^xIv>=cjd<5(U%83SfVZ>X(j7IVK_c|14~8 zefO#ownz8g|bj(ct%4*7I!Z^QeW0r$Q=W9RJzgh3wvmect=!NyLWo9mP2fjqH%qhDNu z;l!)3e@=MieW}2$nQ*@Y$Fp%?VbpW;>u^4v%I{s#{WPQj<}bvXT$K9%ELjivC(OSx z%<6A?Gk$%COPUZrV155_OCP=4Bf7ms*iLn9*=Ofb=oU@{yaP z-&dW8ng{xT<0lOKK>2RIe%e-Twg=45)E{Dq573@Be{_F0ZQl*}e`f4|i}KS*1^7Qv zy3Z#F>}V0;R94I5$G~;Yi5{iFpdZ*?V2HGuZev%NFOc3KRjH1hT8{JiI!NEVd|<{J zSihn^1kIflcjB_28XHfrLb}oNmm~T77(DuR?;o-2U_FoZgPomnT_g&){S#Jr#mYUb z8)nb`0s4#i-eAIqh@RlU?xr5+?P2{!?IDK$(?xoNBL{`0q)w7~O5+bc?fs>`*ns=b z5cQ3BER>k=HwOP`{5OXAqu<{c_Uq6dwyrhU{9fxU+?T-lfUvqR zjh`^^6Xmz{;n))j<3#t(kRRL3zZXe$^5W~MZ68L~_;eM$XEI3KA7O}>Fdkr-{@+nR z80HVuM}~{2|LuMHWWJ3khW1cjwl7&Va^;Z%sE_>JzSch7Cfpe80pmr&F#n@I?~r(S z+gvjW>=*mracKGNCK=KHe<3}g8bhW&*dho2XM*j8UcdHW*^E>09;L2${GpYXI@UD0 zL;Q#R@0{qNes^>S@Ly%gN4aK!g!U6Zy9*(j;PR zWRtQ#zAq>s4E^DFb`Shz=-tIwn%=7u>^{``?aYTD$r&`BJ+TYNUtU@)#mswwt8~sy(FJM!Vb?Y zj(jr$%8}l%6TO1^54Yy?Pgt^<)3)|P@K4Bp!d#wV*LNN~6Z8rE5%MqGardx2leFOe z3(6;aZ@cZTBxA1c;g`GI$XcJw^=qH@7PBF$Z$X|0VtEh-|AOb$2!np3KC}94zlh1o$o=KdzCB17(=Q7GJ}!SzkFs@_M7BNKQ&G`hEs%Kc8K`T5mo zm%w%%zaP?FNI#teTdi5c^FNpSYpzPbFdixrl zA3Heyblu45U*$d${Rb!c&+D;Z6X+Z2-@$1=ovZf+fxp9i7GaPl>K7|#=b;a-ubk7f zzLyN$Zx|yJHlO1sN?}2mHYLF>#+J z$OKPU9Z2Jg?Y`O7F?TVgVtpkH@c`-v!^R{}!XO{??{Uk`UrhF{1AmJ86L&^ozS5O#@c-S&pSbh# zDi4n7z)UfjpaJ< zM^rv-n)c4xk6a((lg%DU58Vy^6vxZ(GWtH@ruD&&M-+H`O_=AC60*{JTa}Loe~J2< z@VYhG=IIhxub{pY2K_>PXPCva3^REpl&$f++wnc<8@6|-OH1jdG4h}RhNFQOC@BhIdU+VwA*sa})yg(jkPl*}Zj<@|e z&-t5VUN-uC`Z0b!Dd|d4Ck2-mJfDA9cK4L#u!qnd`s>3AnVnC}d9FT^+COZU>3I5( zw;KJwyMQp{15iH?@3xgW>2C$};CL8j`{_serX7lx2;lrXVjeoUeNhGQ8~Jf`!Vc|= zmi7=2h~IY<5a#yG$~#kkN2AIdmhJrv>qGj!{;*-wg8K?TsQ+V~KlKevGX;L2zA#Mh z>k5tyvPjqpK>l>8--!h2wTV$D|MX z1oB-Xwr|1;MHD{~hWQiabKKqa^q=e3xxO6tzik{EIuJ10%ki4tix=+Xy4RO(r$?mm z^E#)swiTD({R8KzkUqkEemH${o!X?qu6%uT#;SHlgU$gc$NGd}{3wqzF4Km5aTf6P z_?f_ygVhGj2YH}<5QhH)!tpZ9@(*WD9SL1ubPVKy`c4?uBd9Ng)mZ+T)u;cD5D*6a zKzW|Yn|{E%?{ttK_1`+->g~0n_u()eIfEGZi}E83_Ko}|4Dky3Yr@>#S$&qTX60_2cjq7Yg_gRtNvl4#$dc5t;^B-puR~mn7KLqsPc+XiL`|Us28S{RdP)I<^i@sB{}JZ;aDGgK#q91n z;BT;fhP{YC=N(Jmc2J+g?$Zm-Pd6$~OPdMuJ1eG#Ft>lg;GeMn3nR2{$;dRod3Q%~ z{R{q9ErlQT*nKs@gNhedorbdDx$1p)^}01s-bc)T!VsU~e0Zf#uj5auQ$fG5|0_zPsvZI4QPdEN}m6==a;XddDE&hw{0ao&9TZ zo+Nxv^>Zh?YIk|4!2HQI$&=-$rhW(e!ujXgZk2WC&zix0Eb7a(gjG`QeeMDM*xt3{ z!wy{iq6YIL)o)X-9{cbE`+o$%HN?Pwr1$#5-Cg!gF5&a>_3%K6hDy=@8R2+t7?&1n z$6SE>+F1XlQ~ytAgC>H0WB)hZZJHHaGl1V%eoJ#%pWh?af;|$RWUJM|e-r2j`ny}N zK8DIV-Bu_k{kZM%yDdCvE%8k}Rus@P|mx?ZvsLg4@>e{4-(j-~W`ue1QGk z-aaeh$~jLSpWm@enmEF|PLcUPhJEP!JBQO=TG&^@`y4nQ-T809yqHbqFdkfA+<6fi z9$}p*VJ{gY)<43q9^3sl27WvLjlo}!{~H6pb^pe&UcvkkYkxP%i!k_iC zo-kD|WBT)@OfaX-@`aw^eV1^Fq{L)vBIhud{$29qf;AH0jS> z#e2RoPtSvXVEwy#soge5w#c)5=G~!}JAcYr#P`?lxpY*hm@5h686a+tFz5fhm`(1_ zHOiqJ+q>_udUaj!NSH4PPah`lT;CVs3!H!MpSOq^R9yu2j`BFI6_@fP+^n8){-mliLo>uCx0 zjQ%&XC?aRGXEoRp;)klWIjeqV!F+@M<)K6WJ4d(5aQYrPO|jN465UTjc|KB`?h_>3 z1npt`M;O)*RNh@zbLb5x@J~3NN3+|$f6M6(^^L{!XBp`Xdc7nF?muJvlht1{@=u-U z|DLgaR_W?v+F=KwKJq*3+tmr>rBdKuQ9juQ>jnqZ_Tc5&4yyx3ED@bIM|ov$`t`o| z&PJ{;*?YXFjMFyZ`k5Vh#cGX~=)EJPKl}9CgI^^?`EBg~@uLcd&kEtBw zjrPm%d*UZyi8rJVgu&m?c&UAQ-&DZr+f)BfhW=`duCs*r2#`@0!&VHCR(Sx7ACCvFjnCHu${Zh;+OAx)sjQachw|Ctu)87!^ zVSg`n93So!7z_Rc`SIfR$z8wVpThr<2aENCFw75b|KOuEJ}T$)EvwJgcQ2p$)h~QF z5aI#UFT$V?|6uS(IKG?!&FFmrqW4|@#mt^w$>$zadY%XQV6?wiAr3BW<{d#lP(KO7 zc#*zWd++b-w=tFdzm?$CQJJKYm&5t`DYs{C`O5H*z+e16caibz>Z^}|+vr~j!+eeF z6NVi~AM%t(ZYj(f3;r7Al{e^Xd|pad9*+^`{w*)s`o5!bHH;VaG4D|7jP3EolJb)7 zV*V0_{H)nOIF9aHvGO8XFB0bQX}($1M2lw~!5(ovN*K=bp*;|0@52aKc~{b3!aN_! z>a+PU-~Yp0$=$smABp}Y|L8f}$ekyoI+Fh6KN~x|&wK+O|Gk#Tn_k>D8O|^C6VpQ& z#*6zIto$+YpD^s#p*&c9c7BG{XXnLV&or?aGR6nuPqdHM=cFE}Ylp}8w&mw%-YB{~-C}f)>(iU~VY?jXi2MiglQ8fPzb6d* z#{SuQ{1TQIN(+8Cu2%+qNBtoT@iFRm z;kMMD`*(!1_gn;o+52;X!dd__|%Jno(JXYb<(iVnL@ocy)`_=Eb(FuR{slq2Ef zqpQc)*F`0&a~vxYVgDKZ2gB^X*E{3>-539-4f8$j4-f`^A-@TOy&`|!S&xWW(qA9^ z368H=c2@s&wO@cf^k0M_zQ^wg^YwFy{{+>5swJ@hg8rz)e^bTw40ky1iu``x*|IFt zVG#I#^uO=>%-vPdbra|-_W%C*^Ua49`f~kx|LM*8mE*ocIp&KP&Lw#f=If&md4qBm zj{XhuMSoM;Va=nS>ULbeOG5-TPQSMC^<`tD?B%^&waSPcJh1p0{M`FMQ#`qR^o^8Lb(AL@sOs;uSlVOij! zonD!_pzp}Pvd_C7f0lU){6PMcwI{We9(&F8`IFh5fT+S%Fn^+dA6?sM*@Z3B8x{-1pG{r9;?!1+P!zd~;Gt>mcXpg&k%;kPTG>E>6k zUyR2HgZ@x`EQk0I>8V(eHPyeLImi?Bhhh5va{MzCYnean9 z%)h8V6@=OOCc@A^(pPCPsm^EVNWLDa+_}7LaF1-hpHlfw?vjJSX0Q*mpQ?e~rMJqO zgZ|?9s{$K6b+>MW`wfIo_Vd5lVGqPJ*nZXfjFU0p(w< zdaa-4B{g_Y2<@TTE%)jl$IT#r?4K}?e;B6sJ_XgWrumO`u7JF#zxyNH^Ot?)^i;PD zzSI3j4&;Ndy&7|;Z_-8g70jr9%}V7fURJf-Kh^|TtQ_xi3s#@#p9n+y=znSo9)Eoz zjOF@W)0RIfag+x?Z(pnHoS?Y>5ZIfp*k2Nc@u0kGZ9^*@y-tFELH|LR>woRB``M01 zhQs;=?qIJte!}2?k>0xRZ@dQe(dF@E{o?gy)eGyv9u39)GaO0!K^Xc+ zdKhN+E$a7Pj93<<0rMByPkrSB^G;oUgFT^sHAHN`*x~L8*zdyeHJs@5?#{(Tp06Ry z&pS1GkCM|*xd{4z^&2lGk8_(i4)}@kZ>-ZDyTfl7Q zi}ML9XZFEx2jUOIZ2#=D>5vkGl$ku={nyIx(114YC(FE}+)+Y@1hWh`-LFP%P)#t$e|H1se%$E{{l#)}~{QOkYsJfTM zTVsJANPpA1eRsMp5uG>0_M3vMXCysVhyQEG_L}y{rWI^6(q9^yCEwLF+P0t-+ zKY;3&c!lkI7Y6bmT(N78@0KQLudkTi7Q`Sw%y$t6{$hMZ803ZaNSMpBbw%|S8EaX% zKY;enFnjN*^}Ou7!0_ki)^dWSIB zAI6u2L4Qy`2!nnhzuE+Eo1!;STQ7gRgA)rte)v6MkRST*Z~YVJ95X59`xD=s6Sq}ulZN>m`zH+Z zBkDtYciDoxL{U74{_DGv+ql6Ut$`jK|99gw)$_VjW!QO;@1~udJfr)<{DI$px4Gmr z@s}olpNe6&pZ+~2XU^`HB;X&~{|}QN###g7_LzlQiq>qMsV{KT*2THb9vbwHn~95M8d_)kAYQ=Pgs{5WG^ET&&5 z8M1qf-h{z0--!DcO77V@LTgb6z+!(Qlv@0C-%>MOcrRDXf1%XAEvkxlMDLXoj);(4 zd}{*uKdMid;(wtOV$e@)pJ94mjFkgD)ZS0|xSvJ^;6Jgx^kYrQ=+jBCzQpm$cyE6- zqHqJdPcLMceJ@jG@Lu}e5GEg?tg>v{$yGY+e2`EsJZRpIv)dp(!S?0e>}&UQj|O_g z^M_FGTfihc$z^Ol5Xw*3>k?LA0{&U-PdKLiS%%sAhGFoJNDqC__G5+etKPoYx+xao z39^cMDLFBLEXX7F@Ptke{`&Wvef2{7j zDBq0ws;p>v=5pvd0}l@WtITmOy0{>As_Svh=<{ZV}u5At%l zkHs;s<$>|o~& zIA-=tv+)E?J&hG{)3)bMq@`1MLY=nLArhX0-B1?wk*e?NPa?7X|M=ckF+xPR%~>VEOF^mO1i+G7_l$tWY8B(ASrqCS|XFWAQQ zvuk>lw-;IEM0t`*8B6I4X&eewJzWSI8zgkAq=IrUi<3*$llcT+D?+F-9GF-=mu z9ug7;f0Zw`Pr@+2ZuuJnKc@VR!QV~%8_QEX!`cIV#QBQ#7e)Ld4C~i_`iK2#aeT$T zhxifw8ygRuFXZL)-oLP$?HK3O2@hDlOxSIT>zvAly+AMWv)lDs14bJe!~5-oQ#XV< zsBQ%QqW*Lr({M4xK8D2`!tQY{GW+v0S$rw%elxYvf7urn{|GhL2z|A>ON0KQ{t^ax zpu9CB_Gn*J$Ykpip=PnV)yUikkheHK7WQzdaJe$I3+MydSC7yQvD>>If_M$b(^Ffz z*2>J6`>&p^=iltO)K|HU_|;QTzPopX5$tcEza%V?OYO08+W!^yTrISYOP>Swf%SWJ zI;EyO;Q-K&`b-$&9~=+EbpJuv>&6a;+VFFd(j*@(g-=f>yEKD*QU3^oJ|KU!wCntP zOvr-#DcUn(uD@DqUT;=BFS>t?{b_An(QmAV5ubmw&IGTn?)3!p4gIBd&(n4F%TnOI z3G7cha{QUwNBcwm1o^Ff@%vV@8zl;ERNmYEzkSXZ4}w0T{t@Q#>@5f^v7NFT^b7Tu zF!a|)tj`R);QByF80bU$V&x8m`wUvK>+aDtY`rNY%=NF&kLWMK3jJWcjQXwP>RUI) z>Lt*F#OhQr(1-e`mlU`?D&mD=50VeV^nY1Gy{n-n zCk3MOpeS#>T$e3ZpP0z)CwleDtA^Y9e}VZI`|sx*{CS15=sjHIXTQ>?Q%m~BaQ~{G z_os`ciz%!(vA%wNx$6pZGwyE<5+`IjUKs)3W4S@%cDKwG*MJ=Y`rNo zo|oJ2$+0lD-z79&JmX2UNe9U1AwLIpEw4RS;0gW)`x`j)S#p-5kb!({doL-P-m~)zCK%Ee;w&(*q;2^pxqjl_j){r`M^|6Kf`qXNJyCL zr|IAhKD~athJ2|wA0TA77sWS(VSgOQYufm+s_pT1^^v3xg9pxeyu8g3{2|8wgdv_m z{V>zMo8b1rM~d=MLbHJdQX+F)orW8>9bi8n`!lOqcCkG7H;fP4 zXZQf|gD}`HeUJ6Q{t36(`sACRg7pW=&x~*ptq;t8IF87<@S68;o?4u}&Mg}5+hPCa zAKq+hPOaqg;}F#)J=E-10)5#2P>DMcw!4(U{&9XAYW1LWcG7x9%8v+#PHAkMv!Vg= z1-Sko4Cf25{h`N)D4jn3AAJ8027cmrhd%xys5YGg{S(fAsWl=l5d0nL!!Sif=Y8F- z!Tf>!TRe}JKfkaY^bzs!ejWPEdU6};<9LUUbo-{TFOmC?;VVwds=ZHy`2hPLv3XN^ za%qhWTHIh}hD%!T5+nHmom)iuH{!j90wBDkKc~W0W7mmH%QG z57NWFpHK8!<_?Kj(>MqI4+qCT%Ej=bM{*P&&!|~>Yn!i51bUIb4A)Y7gyB3aj(1d6 ze*1tw4qzWRKaSQ5_IjvQCG(d08+}Uu;oCNK7!Uei!a$EWUnCrT`q_*I>usRF82^th znjk-SofO+&5E2G{V}Edx{ObC;M!+M*{2>ha0GtmALw@BS4Ew)GuhrI=xQEIiFn^*w zS*6737+*R9=dq~$%J?v?r0GBp^4E$mix~J@tMXytj(_ICesPYLid3{6T7O?Bw;4ubwRc zdEodNru!4ZvF^Vt_Jv5Y{Tbod`F&eD|5D@nId)Iu6VKkd;4iTKaXpJ|W_+6t@7>_| z$61{=l6l*#O8WuAaq}Nfu3DQ3@}zL*=Z@T5B4fKVu_1B9HyQt+4%L>LL4)%l ze*6c6ePMf!GB$~k)(SjdkV_|gXR3;G+vJU`+z|Jgaia&yQBAU_yp`60qEejE>B zzW#UGKVWBM2UrG=Xb&o-y*$)IeiS%{TQKh!u{UEx()&TMSEhH?&Gs^kQa`R z%0b@$VDOjdFPx7oJo)OQ8t4a&ul4TwVqIq*Urv+X_n>Z>29NKi9Vj)-d3XfkS>*q; z1ozJuZ^U!|G_9z<-s9>-pa=EE#ZGeE*Mq~ke}TV$l4^?FETco;y9hT~bzAod)@wMQ z5C(n1@wmkLwG4Q+4g3rC$1t6*7ZQf`E%Mvt=YnCy!Kb-=UH)7Q9y#Y2yw8W_(?|Vy z)Hh3XUK!h;9(%c`Mu-`^e<7Uy+b#Cn8C&2N)}Nv1UcJJn5ir`*4AT(D_S|l8zMsku zX=j}sSHe={Gc<~ek>g!~5f&oG^z5fWzac`^+7 zVC3h_`eA;bq*FmZQC|pyKc@DuoZE}5-0BuHQx(wPeq#US+WXdb!SqjX-vjA!?H^S8 z?b$Kd-&u&|h#_B#`bFh1e&j!4K0bz7yu#|!|IG?rO&*oo_c4KZ9PP)|bfikR9Xjm% zhtSphg5Kv7ufgBr_}$uC%q|R+0r{Xl2oy&;r0pz){*A@sBMkb~=Wh)9g7!+~GCTj@ z_bgw|zNhzNgo2S$jWQKM;J?RUdx$}Q(0@}otUvz6xn#erJd)-s!tg#h(nA>HQ`8s2 zY(Jaz5AhVrgOy)p*!%np4S!QuuOj~hdDa>(*`s0qj&Mbe{D~3yT;4*Xx9wZh26BB9 zjyy20&x)(SU#w3U{4L5;xNK%`rAwmoZ#du1Y8vYoGT$EV!=Zm54C@6PpSyRS&7l{f z{UyQ;HkS9ijzav8?ahAbsP!&34aP&b$$7T-kNG@bFh{~IZ2qhz;GfYS5$5^0IS*!D znk22n=dU@LFUsEO6v6+)V}EnL>jo_tG6V9Jxc;3hSMh#ET$tPwvX8kM^)I_zSi=3$ z+&^3TKe^S;{fS3cjYWNQeIP%D{O}m19=o_#2463GER-2z>u>_}5Bu{dewY!cG?(*t zo@!!Lcd)-g(78 zd`)+W-kU;up08SI=Jmk=zDN6;KYyHYKgmY0U$lS1U_aRY{Nz`K74@R~16aO5I&*C8 z%oJE`VS9vu-&lWv)vDpe<94WelYTBZ_4{+c(G-vm@?$}s#jr_FMEj?>UR$VAyCz8D z4Cp87^TO~$MZb!qpns&7VU|x@_|;taMN*UVcafyu@@1d*!+fJJwl9Vc(E5)s*caww z7+y~DW%cQOOd%`JrSUKv$FM@?t($V|fS)+NMb|n`Q<;+t@*9i&BZl&SFz_4w4b^Aw zO9=^szeamlbffzapYR6oXVgAoK0hofy708(QM=3@HlE*x=NEg-1pZ?E#gh-_4^3$1 z_PN+`YsQvDH;9*UzF0i#<%SDF6R9}K1LE-#hJ4J%zcKXh{10}<_s)e>ANVakFUBy$ zcWB>K4(nr-C&MiNNtoT=5H2yP4^sYJ4eL?#uS-VytSmk8kiEw&Tq5jqwdRg4_yg28 z!m`DrZ-hZVQU8|2Wi%+J>;-!e-!Bpp27V)dmpuG_xJYIu^oQdk%;UQyPpb{?+6@8w z!S*~)MkN^z7%s0t`npug=lZ=H-GD#nUzY0bwO`~}1ohEAmR{=hX#V0YYIMFy=%vzl z$uPzd;vXD8!z`cXwQ#f7%wdC}JshvsQlUwR#aDJ;S-5P>pVO}D!+CtS?5s)Whdmd7 zd}oN|Lzw%YWoN^FrZ}vF_bSo889qV!N0|GEW!2IL)8M^AwjT4I)~ehmU36Y$fVh3{ zS)UHB(P@E!}w%X`)6oU%%J zSnvLW*?R&)@3jYxg`EE1ewz0=!)+;_dqMsh?ZNxc#L}7_Iqdyx;qvaDdG*<%{bQ8> za`#;+%WBntp99785r+Oy9~q|m*g}Ts{{R>U{X%_VTEx#PJY@cogl8FyxO=9~pKgezWiC z{5xwO?3en-{-8I)d3MLOW^V$2gZUI6!Vawb-9Bw~GkGPpUi6h#2yLzF3HpcmX~Gbn zqrV{x>kYII!oV-WW?iGC{R{bgK=b`i^yFvt(TXXSL>S4fzzM+igy0{OLaOTzM?^l^N@V&%T5p_3CF0b{;jw{VH6}=aL{%Fm>{}h``Zu0%aH3^jk z&xbF7`3m)&Fz^fWy$sX;EeHvN|N6I_?We7I@SVRoNPNEq}P+h_IZys2=VRuzib1v|kk3MUUEe-`+!x7rkl)4lcf?FarNRd)-;@|vXY*|(=m*;8rV8y(5pNXu`38S0 zg^Q7?qVp>_fB28NaIUveDbE)WhWHKnI9^_WoXwzZ)%h6 zXm1SXl0Fayd0@Q9zNh~O5fbM41XfP(TM7ftTzYL5A z|{rVuZnJrU;qfiRCZHye4xS-h8l{2tP`+1~r}!l4Vm-ypv?H|&g4I?x~Z ziTvKOexb&d08PNyA7Rixls{qc&&c1vkynBWvcJOnlulxP1%}ytLxj(lexAXi-(AQTV%xoI?dLwwH zw}0O;{{cOye+W`81@fVN~9{SU8`C z{0JGRJH@GX7x){hKf^{gXT>>q4-Cg2f|%QHh^y3_QQ`kPuM^VZecSkBKG+|&zjbTP z7x#n|1!n(S(>J=#x0}lCb6f8eO|=6nKwnXxw^>O|d24(J=)>`Bo7t@VXy;dUzE`*{ z>}83si8t6Aj&J*n2mNO$I`jE*yLb4C#^AA_PdHw}od1NuKmAh<^rF1C-^fURmA3)p zkN%M`$cM_m4V2L@SOMk8{~eu=OPY3B$N9UX>$NdnH(ql7h4xGu9AfSV^x^lReV5HL z)7T90DAGrmua6mK`p+=SZ--u4I%AsRO{h=b-{GRsm=K8fU@PM}83I>#4oM!`^p&Wn>r9_j|pr?vmDX z;`+XK<-+Zwo%#U(aXf@UpRm8ZcW>RW3%6CN#sAk85(fGoiv0s&&`;yPG5mi>-@h^V zXN)hYzEV8No3%&xQCR!j-?4I*Zz2rq2aNy1x+nLR{I!qA=V7ir)It|~D!NlV5te^! z#g93n{Vn8YSpLHlMae*Zo-(}uEA3iOUH1N(Fx;UeRzm&)@Y6^O_k>qV^!XcuexSWleORxcJu%GkH-!0l zqkR+Kjq+WU2K3m{ow1?|F0o68XG3W%Ulx|JNe__UjIo2>3h^-qXPT_B&mFQfrn1=ZjIE z`@O>6$K2ll@OH z;e1{Ievg>PTT~AGL3#+wB#?ebEleHXZG?w#Ux+VoJw_PfC*%iV z*e@d-sC9ek;ya*^VPg8C5yO0j`bQYvzeIn)%Gr6Q=xa-o%PzeDeZcrF`kh3F^1G`+ z|8TqqHV7qi-cE*mAKJ%(gQ<=A$@3xqj`*OfibGnmmki4v9h}>x_jdSyjMc3Cah7KC z_AOlB4mK(jxY~7vd=Gvfqjg}&wB_CSc@u`&{!+}cNo-y8yQ)~!HXtam<73C4Pz36%NI%mj- zVS91cBvb2_e&qWxaUZtXcv!0N^Fa*L`;|h5nZIF}oll6Xo45Jmm@M_XWZ&_VB;SR2 z4utar=uhMQy1tnnEf4V@$~VEiZ^WpQZam&44EcE~U-3f1c#u2TBYvN-Y4u(I3qhc- z=syy6MP8av_gv;N(Q~Nlm%Zb6%>{ovOsp@2!QL@mBFyJQ!l1v%pF^jvx=YPB<@3Rz z6w7`Yy|zMs=uZzd7;VUi4utuZ>Lcds*Te~9L@4~G3E)sCM$#jyqGL40`BX78^#KOw$B z|8v;-+_UO$AO4T4>yGRB`~D5>DKjILHmOuJgo-4DQ0e_HLP8NrLNc)vzEzT@?J%dmRl_+s}u+nE=De`>$XZQI%M zXsAcAJ~>X9zK`Q|eETaa2bVh_Y~<&7n(_9~5B~hT>Ue#@phHa#;2u4?ghOXUA#^-Q-lLwyna~8_(m@sRhvrT_vBx{E3bj;v4dN zYQMJnb$csVzhQr;jugk9aXBF_N%8blTT)19yd&5P+Q(_%8}GJ$g>lOB*z@mZX;p-d0R3TqX9h>U_}bY1Jv`*+%us_r z7rX!C`SZ-g!>ZSwyYhPLOhhlo%j!BRfvo-c)BP%(PC$S3eEO3TucVvYKF&&Qm>X2A z0_#aVk^K?||HOF0=y7B}jLy#I3A68~dlBaKIbrVqXWgDA&N`XO>#?&Dl3ju$`|^7B zY}}^iaR*O=Jkh?-shi$iz5fTqC(Nhk8oF7oJnhcw<3#oO>(9XVAP-PIMHu`O=bJck zW4OR15$22bpJ*R+`<|-_$P@Q-2=nzXVea3F9#ZiKv@(DnO_6*E%Pk`PBu43!bc?No z`T+Hnc;e8YoEO#n{6DeE^I7D@K8ma!OOkvz^JeiDUJss^Pk$#qSxJWNcb=EOld8OA z4bPwF`}I6H?qefhtS`?W+b}CuQUm6%FXD$`wjMm6*I==2SUit!$>YC2zxlup_Al{# zn=m|&@*yl;K>m_^xxc6Qd=nn8lD`@V|33c1{r6(u!ESa-eLT4974gKN$ zIKm(ge7}leR?l2C3p>#wB?)!2F%nhh_QQs+o7e-kvdu7TgAEf+I{q1f1m)BFN8$S5xbbbf*1;&fi ztIBeRZVMp);PVW#^)X?7UVLTE_cIeWzk>LO&tJJE|51DJ09h8luA08sQ2j0j-gid& z)$HcAtK4$Hp3(o)reE=15ZC_yjoU@~Bn0kZH?dD(k|`a|HAr;Fw~dW zKVkNNDA0bTjPBT0^Cpuy{e0)xJeOgLky@>Xf-skp{Pv*N|zt}|7KVgW6+W*DiZpvHuK12H^%=fDpJ%Gl)_Rn;cwq^q859?pTzz^Ev^+7#DW>)}_vP&iDcG2-|1eaEt6LUk&v)wf~qk;c@xo zPV|58UYUJ%o*sN>8sD$U-1uR7_17dEj_i7aj)gKUW3*g84ElwfeQ<5Ggp{!sl-cmjCwb*k2xB zZk*JVxNUq8F!F!ndyH~qzm=NlpQlwelqoc(|geCZ%g~~_0`RT@rD;8f#;Dw!hC&tvmo-uUBd-1Uu=JCrb4mu==Vyt{<=i~O_p?EcNIN2+Hg$Sei@;`)&=#4of5MrZfG2*dc)U+X@% zu_HoZeU97G0^#83HTHG^PSUW?+wPwPeCGoCJgaT@4uLRFUO0~=TrZ8b(BqSwUxnnEY{x) z_ow;Zo%lcy5+)1!!};Bv+}wHF3@yl4$nV{)PbU?m1wuTs5RFF|@(JcE!r%||Jhf-` za`&c~qeF`f*Z19go6RxP+IYUq_xSvvN5WOGFVuhj+KU4DZ`tkE+hQnz-`9(iA_K@8I>tBBnzYMF<`5t9Ir2|9-EPS7xdu1IB!I-}+bKnSzC~+O$5oKTPMSdF*OFzx!kSzAjQ- z2=ABUeF(x}PdLB(%W`fE49!k-$tNwY9wU=Y-EjyhqC8R#5=v>{`XKNz|C*xVUQ=r zC&F;vgz{%}`rf10!!@ei`e*iq^EkBkhpGK1r`OJec#q>h%GwiMzE~R8dl(-cFB^Bq z&A$D8Cp-@$4E~Av@^RjeitQ3#mO~?oS2gX(znz9pn3< z1)~#weI)2h0!kQz-xR?Tjj0z*r9z&g^@kwzd8LBeB22wc{O> zZ#P5zfcdv@V}hc#<}TRpq2~#+^(mt>c@&l(Pc$u=#Oss7H`4xdZjXie;QRgCi$lDDRi%Eh(L|8zCRz`u^our($)9 zO4y&r{$KjM3GtG>#pBV-&EGF6@B0e#qy8!KnZh@+Xd0WHmu~wY&@0SCO?`$i8>&{}+t=cSUh(GxzLBfc`Q66lIz8KRRF#ESA3?^=f#$TlHaS`2Qr=M$R_@H> zQR%7q(dL1ZAU=z}SLQ_+;;rcaBN+z&!FWY<9{);jyX87RybJo#7tNP2tS3>w472^x z(ke}dIdAu~|1b9{Z7TQ?5-TnJlH@@c`a}7Yot%4YlxzF#Mpi1;N8`M)Ebt#`{`v=nRT_T=Y<6(-Sg zqXuQkUZVahLT?OFPd^U%1mkzby54zxqnp4!F}_sZowx7F%n{%Z=wFq!e-`IGjRlPM zNEproaK5jH^}3iop&I6g{1AryY<&Lpbg}AD5q=O)iGFBnn5k*|{Y#Y3Ys9dBg7!oh z;wkdO==A+=FGiOjdA?5k=<_G@F02pGUf$duVC?qHiSOUNHGD5#EpH0nr$T<-`kQFH ze31?NBN)#ZX79hg&DuUbG5!?nKV$nUpQui&LRZ6T7WG%P`c3tzs7KI0&i|dXMVHs# z!g+oBPBH%HeWwVBub8h1Lwv>f^UiLVbCO#$`2S>)J_+;vbHe;Q^4-y2x1{!M275w# zey^XJpKm`OFzVy|f%S7LuDXN%kiYlYTiT|&EQI^lxITJc*r(*W_70FQ;_7vZZ3Xcq zATNBLu<{#{AEUGV#TmN4DnD38$=(l~1`-x`0{`+8^ zGw%NTp|Czc{yuo_n%_37L^(wq`y&kgjQS=F@fG>|P+hP{dQ*FR#_t8x$SBDLwC>>V zr`M=el%G8Rn(zPD1j{x?Z@2Rk=ke#`gz2}gep#r(zK`%RV)NMARXU&# z)DK~<&yOF6))e%$0Qq9PtktQuoKv!t(`$#;JC83>1N~yXQ0uw1T#AB>NLA%3F12t$2`_FtD}KFuV( z0pcU-ukKz_ao{%<@NdkIghBr(U&7#j7!T^c-YdM@JO$*5@~SU%?jNLm81#YtfAYN{ zRy+D9#FKE5zkFIaef=hDZ5ao;UrQMJ$9%{z{lAVEVThM#e~ixd3qPIEEts*qE5sX= z2Vw9p)EA?_q~|}&Yc+b7j)Lz8BEO$UZ*(i&)_$IW^Z6X{=*HV>IoQuf{y*>a|2ySq z`~5k{)w?H_Y}J={jpI#1Hf@!r*VzewoL8qXX^n8RyfG zcqRVi0#(I#vY{gRFnmJnV+TB6Y{q{v*vF&}_zIohvgZ@&dmRkdlYJ5fd&T`J!Z3f_ zesr~;jP<{>Hj~OI->O($6c{fgf z{_D<^-EjVc>jQ?TlYJ6~e1!Jc=v`p&In)K@iSlpsUvhhNevbGqs&5*PiXA#FehTD| z`J?gd^WfYqli_|hw*T7C*1GCRCAWXV&>rX`U{4*eEVEzs zJi8yx+OzM;F}#rRdwrwaq{&Bl{QYK^P|$g4BVe4*xA;S|uFO0N{Gfck-OxI2*fImw zGw45rdA&s#);IY4_xSFm(?3Q*JjV8fq5egE6Ndc??Eiaf!HM9h5!~N?sNNQwRj7ph zLDcULvm|}@71O|9(I0*+tt(8LUCI8x#p_3cT~gBz1Bl<)|BqWyo5%iel? z(GBo@1JuvYP~*O9m-pfG{kcEWZ|~~4V2^0eKhM8)4VT`=*C&J_p5gdEuP=+rRQSj3 z>1UR$XTXmBFkd`B{blO$J@{J{tfz7PP8jS1>mf#G>z`i}5%f2MdBOqz53~65+d%81nd<;v&os?my(TQX{d>U3Z&UE{vp+Pgz`xLc2?HJDJz+Ti zL46U1^EuRKQ<+(>mt_q+UN?Q-VA8l+9OQ-hu&HI~x2wHlq?msH1c%SmOU(s-u>a=X z7TfA;PeOaN-)83z$;MR+V10uA*gW;}068C71%J|Cv;W8;CYSy}{YrGgtX^)886mg% z^#9hA%}G)Tc`_v+Z{)W*eWl-7l?{;paQ@B3l@Gc;cZT_5yd@0Z8|pxpVf8!Fc|2zlV)|ByP@xdI;^4Fkip?Jr-!W>FF3=ul>C~^|;xr;SirNp8V5ReiY@@ zpnR6>pD^Tix_WUm@O1y5Z3zz@DOAl3ztJ=TUhWa85{)qYgU+WgJ zLH)Xdzaf7uy|2#?-`N}N58D%l_XBbME!yMX*MIH>`!P6vOK$%zF}*%Q{z3f_27S=; zL}%-LMrZpo46}INI?6x&aIhiY4{05{Z|U)?x21d0c&*beP z@QeJl#)nRPBwh#e$NWzi_`~?onwEXvH~kUhC)977V`rC_+p@Sk+ooT5^J?Z?kQd6M z?d%heK+PhEH(0;4UH(#n9}H)#7%W<1-v3tP_##3ZlPgjGBOd5Y{&AQpYtyRxqi z`#)iU*uAY&FF2;beuIdAfmp54n|V#Upgt7w&oHb%JJ2DXi1Z~8_f!h7oYw^Rb4B*S z@jjHdK-|}S>wJ^Jz(4jUe$lw{TD=U|=jir)As`I)t@&Tf?1RzadmN(p$1vm%k$o`? z@t*MYCox{d8)dpYcUR%BlS!jK<2V6ac>58JbN zB9I=?c4%1-L%D7=f9b(rCQLfge%}G-CmrGSNu}Vrv=)sgeX?zd$>3+~{d<9Qovh}0 zqe_;41u|X%JMVZ3z}`@vgh9S&KQepY%(mA_0e?gN$-G#leo84C_#rxC*k9~`;d{Xy z+tc}nfSzafLj*Ff_pkJvpau7F@p;*my`oO)nuC6D{&E*q{_$;TzmJFg$t$iNeCn7T zyRR;gAL&#o`OXI3PeAz*mdT*!<@fituFeVq|3~>N$cEiEGVTuVTjG2b=FB@VQgtEh zU!eRHj;^^=(=-s|kN&G@&?UxG?+A-;0){m)|1%8FBmay}@1Joxt zEc^w?lg2wy|M!8!Rkj~4P&~Q3?>y_%Ts}$*dPo|KvW5Lc98c-g-C?#L)g?Mpe@fRZ zRV>f;0RFLmrM6L_gKbB1|0WFU2b8b!^xey|bUs4;BFfJK!jKQ~dF3sIJ(LVyLVOj) zcL8CxKgKZEm&)P%s12{%>lx%v|yeB zF4S+>URBBKK$+z|@E6pd>Y}$Eru!U$j{K``-g$lAhIEMcs6W-Tw=2xj<^VtRd_&Z{ zuomoV^;^6&BRnX%KTtDrwoy(u6pTTAvvnB`|dPwg4|$Bx^`*5iVnZtuJ8 zOtXdlFn$vTdqREmTo_a#(?b#ZM}7%I{fPSOxk_tb`s_G}-$X~u<=^wHmh-49TVVd! zzq)zgUk6Vh3HGhpGrD$6yk}A$X@yk$e1$8`vc?y?61$1g%Q&YTYx{5SKs;Pd-STwfOwAd zzEL`Ei8C{#$C14H{>)jBRI|8~JoT@kp)&i~=UrU>gn9fV4Dk*7({NVX_qDq`$cOOM zyU#lJUJUZZ_|s40!pyu_3!cyV`JGLDH2gZ`E3}_}Wx=-l7T8Le(DRxu2U^aTK7scs zaQ>QtOW%6eT!eb8Bc|__3N+`0eK9z5ira%$=NkXm@~Q0pia={(hU6H_%McIodBTwY zP(E6}Dx*EO1;c)wXn#&X80sbTcf#;KFY?RU)Auo0d$2e3FZR42^{?G!%&GN*+yB1{ z^+%X}|3{!5^}ZxsVI9nu=x@F+)9QPK{ol2qzs|~&M*IIjeTwoW4DlT8y}zyM)Z|}@ zpf93-_wJ%_a0aX=k*;HF@2*kn1n<{j|AayQ$gj?3&B6LHiJ&i>A7OT%Ucl(%sXtxC zJ{o(&+`#`)p1O9;={FAVWB2z3x-SuV()*nK#G!S9I+ z*2nyV@v(k4v~er6T=Eq5Yf%1%%a^Y>dT$C_{|OAYM)r98{X4f`!@Y(ETl~Bs9-ur7 zZ!M6%((f$Hm!5yLyTQ1+{r_VLH~G#vc{`cCzb-Huxqj_#%Q~Kaj4~P$D>8y$e-!;~ zpsc;~W#K=_f1>r0fG}@AaK$=lJ&oRMy)PiF!1y5y2JBQUnJ*A4tVhJ9~RVC*n++P)R_Ab)y({)7cR zhrfn;1MSgx+uEC%FS>(0AwPs+ekgzAw2vy%PcUiT+_~v^~qs zwEcUQ*xqza?u^E=i4d=RFrqkxqE;F-3Jy78NWkt zHH3eERWL*lWsy<-2<#8-V@Q1OYu!qgaeE&+LS^TJHLImuiEed7{}dF+($tE8J}S}Z z=H-^7G8HwczhU{(`}eHM7NAj)?`Cfq!hn@ezanZ1^t* ze;M5Y52X5vJ)c7MNmyQ!@pEhZr46!s;d^zckKxq@)|*-_VSSAC#E8igk8RQq;r=@! zXY8z1CHp~sqVssch-ZP9uKYa1?&k?cygoAYP+ShgN1X3S^Q+}yCflHXLHi~Q`tLx8 z{V`*ev1Oce~dTwNA)ziyt)g|qy0O0w7m^D z6DmI&@8bv@-o|bJJ?I`^Updt0jQFAc5c~)8Ct>hEj2Dgy!z{AF*}zlri2-CUaae!KwW zi}G-q{Ak@7o6As7h|XUGPHsj|R2AC)k5cshCC6<4g6MGGOV3ZsiWqHO1@c4vIU$Di zB>Iz+pPpx@x@({>(f7v$g!z7k)8Yf~v)_2Y_&6WJP!FK|7-sbVVW`(o|IY5si4VS2 z@_6H%uXV;bM zq(8Cyg$#rIP~YRa|aoSRhBDP&p8S9i2RPv)V`5lG7sW4%6EL$V=+gm_V0^yzThT~6^ne)Op#hu4@!hHXYVYYsos1h~P|HwzMKNrz_2*duq zWe2PyX7*nU@dfvXsXd$ziOvHBgkgPx_RVl5`5$XPjpjeGPyX+_IXl6g&>tt-HmGSW zGKP47@|n1@zRa<6Ptd36{6a9v{D|31_gv+p;w>V62*Z8Am;c3}&*T5apr61F__Ub* ze=+RWV7*2CLH&gMGfdwTVB3hKNE7 z&Tm??^5CM-Zm>Q^|8yVabnZafU0A~9o#g}f^&>}IQ_^MU*#g2m zzI(*&zn?Nj2I4c0?{TKK>y#_)?|0*TJs$0y{lMZi)VpZ!o^$Q12Ux9y{aM0aLfw)E z_h9$q1k=3_R$lJv2KvYNKRtZ;)&NpZ7fqa4E5r%k2_`X^90ZIFz9>exCSKq4&I@11siYULC8TE$(oc{6im6>0Z z67Ly~hj@k0&-{1pNn=qb9$$RT8st`FkAV3hKZL=aaX!AI4QIDzp9cNm^S&N>H9zh+ zi@S=8zHcQU4D+MsiO$Y9h|cr3uiwQlmvp*vdnXM1;Cy`7k4xX1Eg><7^3yEq@8@0_ zX0!j>6wGn@Q?8}ItUU(LWBm0~`|Y~R<|pjGV0}nfCV=**8FnZA6Xxp$ zMrZ2zf2{BPmh`YYec6GpNBp)|_em7Y1UmW`Vem)P2Vwabk{_e9{OXrI zz-6E5ONj5de@+aO7Gr&-x2-OKcx4(F&d6wU&z1z!7iR#pC|JE z{a^JyDY+EBrzRdF${&OwJ`eAJ%kVyyfYIsu)C_~Ypu8CU1sf0hhx!KXkI`BEH&61K z*RQW5_aqb$Eyc?3W<_^R+Kqc^w)8UpBAYo| zA7_l`=ZTBlr%mrV3G_q$wCG0IPV?g%dAtouoBlWB&SCa`xFG0;wf3jd%P=3zXM|xq z)X(DZbN2Hz>fn3``60~rrx|AT_u?;wQ$qGl1^dGGOL}!qw!ZGc^+lMkpO@$z-CaEI zg~|x1NZ}_S49~CXfZvflG5QIrzZjgVfKE6fYDj~A37x6Wb3EvkpD5CGtACkLU(tPy*qytydR04f=@)uK2X5RD$dq#PL8Q#?o_3Fvvf7p;G>5T)gLOp`^8#X)a*>1&m5RdS@jA8nI zvVbt;SJVe#nTcc%VU2sQ{~3|V&s$c6oAmLRf0Wl#EB1FDve3L5#z+2E{LS0D=3F1Z zSdS3q_1nr3A>W3FMZ^9d%9r8OVwxg(5e9i;z9J0gn^?~g2KjctpdaLa<)rVe67NRy z{ID{&Ejr^uANGEOU}aIHx=D@(`~H|_vIk0$$`fFQCg=lr$YRNx2mKVgtJ`Uk`N>G=)AulVJcwtsIC^|fKT{_!yy z_rafVybUuR&ifR475GDbH>8!&fIzz_Cv)-i1e`mF{~dQ{)@r>4gZV5 z-f@1^9@cL-f5Kqj$S<{96 zHmcO$oRafgv5w@ivDcm1n%BjkTEzV#!cfm*d?hTcN%?><=nw6OwP*WnjQ*PSZ|-rb zYV8?V577A0{o95*XF~iyd2jr(`K^AJ1n_6n4`FT(472sarYVk>-l_iq|H0=sZBemq z7PkA>Fp>NTLp^};iZHAvvHwjMW+do~RdM-kx-~`P>Hd#=e~{tr#P6mTbB`Ud*~`z@ zHrqUsyr(-9{1f}zJZ9S~?KAE6h4S8fGwza2<0^=!L@z8f*L`XX^%dIdX2jfn3B!I0 z#y`R!Uz{In&+4VkC4u8Mes_gx0_!n`r_g)}gM8867@h9(3kY+4Y|-CiHEYy5@K-I7 z{1|5EhlF829p^{56U+ZwW=jn-HZO(x4E4JuWRH(ak{{H!IR7m>cBlm283zCFjCgBI zTZO}g_V|JG+xl(1hUUNSJRfc|9PU2s$pJWj!S>sZ{Jzi}QUvnC{hX zu4lK;I3Vr&=M!LTzkTD^wtl0AunPXte{=YK+MNp5og0?uO4m~S-|3*OJ|yHR$X`<=f5LE|6YXK=IK%2Sa!nB5 z(BF1W*z4A>a521Zi}Kq!rC;0L`b{#a#Q)COdOI2qNW=W8{jOWP+?j0JgPej*J1fq2)TKkAP<4d(U2E_)4q=U0_r-?-mE zSZ)Bt55mwN@bhfxqH>cE5~T_F-Khw~yW5)@HY!^@0A--u5Ui z{VAs$uc%4$W0>8CB@FQv_08}+nlEcl_u&P524?>YD8B;l+f)DVpU+&TpL3-b|S$Y0bR>9Bu={6sC7x^6+U1wY@5dZgJB zcijW>A=3Aqirlp@D;emhzkTQZ6^1VF1p95cpS=I0+qANc?eP-ze?Y=>`@Tp?kUzFR zkYYONtfv9gb4WiJDYv0+QfFRoMk}ajzm}4aVfz=+hn#H;%16R{u88b|Fx&^n`kmoe z(g$l#|6d_snE4}Nh)>85VYokq^NUX3rxT(r3Gox-Ibo}yr1Mr81gI1 zH@d33_oY5V`2Cebdu+z8O>TtwScv9B81}zK@2?3M{SD2BFr3GreIF{8?_S?DhUcRg zU4>zd0lKi?hxt5aQF@DlVJfVzQNA(HyO#L6rgQ&{^>C2Z>EZ+Sg>=Gv{YaSCi-h@k zO|0kJhw6t{f&6fOv4@sU9n$iI{U59#wxmZvl4%RPuZHz;Y}M}~{m;E6%E^9Xe`>s# zy|VrLp%^a?Kf3qnNls^|M@>cYIC8xH&eocCI{F)7kY`8C_Lq-T$En>Cm_htT{l%^N zw_rt-Gw2WJ7ne6KZ)smE*pEehAGK=^lnA>9@*6A~k1*K30peM@7d%`pLw~5>qt`CP z9f&F5^F21u>QAnQ5#L`wHr8vowZ=dmZ;x%8;TfpjkMF+{hWL;2Iu`BLtN$Kv&^OMX zF!&Slf9&3uJ%hjQh3C=UjvI+xxwpFgJ`p~D+-kn{(~)gpKiK~G`ter{OCq6OAbRb>uMu?Zl zFJWF^oLIWJcDqFuzfXMPbI(T#(-k;>C&i2xg-L`!yu*5p;Y9K;!hAhQ7@kM|7-r|M zCpYdd8of$JUW@3bRJ*J&yf+;9$Mrs8_?`~t3&OxJ?q@N&7wMNh&*~vYr|&Zg7-sjC z2t&Pu@;~)#{>E^zz94VHRSh@&_Pzvpp}(G%XwA--J)>gF@NCBr<$mqwV?F-0(7us)vs>+F9^CrRm3CbtIvB|EY?mL$sVR?2Q zL74kTg3qOF+e;(i`~T>l2`yVqHwNm!dKdG>nT;E4J`XB{{Vp8utYq^Mcdgz$Uz{7> zr|H&-%a9LozUNkW8q{drhV?tPPwd^+Rr=mU*q=oH5=Zzwl{eZC`2+noam}5z`_)G9 z{s;qq)c%#<{eWx@kPr5kB=$Gcz~%|a6Zs>|?KP=q~WTF?$ zpXe+1DC_oV|DNOpQM|i|82ZEdjxgvG+g}%_ZP{Z=xGreYkze16ZFD9(JbtD*u(-UQ<0+e7x05fuBdE&d)aU`??+M6Ypaa zhJ1}lrkmCOM^CnYdS;F$ z^oR5`S-H*UdT#@aeC-KRVFKgNUff}k_Y9xvhbfBNs2 zh5Eu1e16w*WzKEiJ{0DU&tGdYnL7jCzkf&jnb(h=9P(8q7S7}JMfOfu#+~Gm5kJf! z+f|&~1H)`TBO~FNTw_~%y@dT|WXffzW~9S?*#J?0nbQUZWlwd3_c>7BnJZ3D>ff{t z;t$pzgyH@R(c}018n@;h_yfkb%;ztcY4!65`$qp@_zpdv)ib8r?X)?Z&*1okp&r2a znl+&$X3gNAJl_%qdqaI^O>3Q)vBwekLH%a!p5k+(q#opf{A8U|+NAff9_$I%7g^6M zw=bW5hQB|V_3B-%i|l;h7xUeXhg%)K)}4a;e&`Q=XZpKFLn z{)EBbFh3B6`Q!ON!|eQ@wGSqFGR)pbW$oF0;ajI$CtqsKhWwBG+$zcls@u2#&TCN~ zg!y`(Fn_;*(dqqa0b!6|hyFkxgg?KJdS-kW@(tqKb5c_uUeuS_P5NV)0o`a@ExDwcyXVJ|wJcL;T*UdmHg+a+pM!xUtB-2*dae9dK9LPh#y~bi_O! z-7RolmQhs4zGor0`#bjXVXup@o z_86WQecw(%7`~5&@_IDR?#f@CMLZrqO1NHTx$YRhkNPNCX2r>>89>MS{{rbl$ON@kzMff&TJD=hVvEEgs;n$RA-opC{&b?462w@%tc8 z@-O@|YB7WMdLn&2TeC36F?#`z56|AtnIUI+L3#(}g9112fg`LY0e`r^TCg!|^&R;Q za32)w2f`9BiJyXm2Q|*K+P`;<`YAa3slX#s5#;$qG#+8FrvV*s8S5Y0Lq0@%q4wN9 z2!p+2K4kRQBrn2HAESH<{@nd@ZA}f=_j8A=0JTm-`1UFI53B!2^>VwhQ{RqO~FDS3V_~ZAoeEZ9Kk-rsYZj)( z(KXXY^JaQNd(>Ca!`pYx8nxfQ!gxd&>M`o?`G!d@f+{#K!}%2v&ZBtt%Cf>Hu*MPe zjrQcN`#a37kU_4=%**{@; z9`##3FLhU&-Dr?M%Denpg^bf;Ti_q_Mft!+ytx4w&5!V9$Hgd>QUa>nrv=+dpOWgJdriyM>n?_49}OUC3X>?j*GvpZd!O z(|Woh;a|T|SGNK`xZbEJ{PMHFt%1v{a!8x?+aBg1FSNhPagv|+ZfXC%J;sa5C=H`s zJA8RPTeewkgpF#Xb`BgqU>}mhq6YK%)r}BBV zf$+&1xbK1agJD*Gzuw>5Ln*Qx;y?2H`r`D#E?v`P{Qe(i@&EM$tMNr+K0*9N{k@r& zKVf|FD8B#p)??E_Z?z>-PspF%<`%vdI?aZ975RBvuuIO{^DpPO%IWC>y&Z}Cy!4%1 zyuWE#7}y)?``!I_J^MdwuP@Mk-#t3<%2RhN2-zk5sW8xs)r-5_5h z|1~{lm3?~i0pby^_iE-X*85P`{{A4+Yo&#sG75$8J_gFKcK+E#zmIMK`$zjG%<~7s zUD@-ISFAr?HUs{!o~!-cXTzrnN5DR)f5cpWb?e92#ykz;{MY4(tI7R51nU=Ee-H+K zaX$4^-5M6$sfT!gbiz@Lxbf=PwXXvA$%O?T>w`$cZoZ6av5KZ=V-S_OJ0TP_(T}=kMd`D2g8DE+t%&A z!OwphB`iKT6uE&vBfpKpf$LN1G+_S$@5ePB?zZ~QhG|?rji)7Mt@bp9^%VC1Rl?Nr z&)9X6Y`m|QTfDx91cE=KeSh`p@$0MqG1yCI?M(62@BdWsF1GpT0QE1< z@2BN%gVrNcz(0}SpVuBKICZ%P^1}HL2KylTov)^c4^Dvnf5M*y4!;!6!F~^}4}SGs zRw*~~fA_V2dF`E;eS9qUKf?UJ6k%9TqkeuJ_uufVzarny`;}&Hty8lS>L1kqZ|k-g zwK^%~@6`TxfR;=rJ2kL>tdAM?W$ls9?U(4>9)B;^UZIj}40N0?VbCY?^ZTaS{67ip z-#642>6F}rMd8%SH)ZgC-y^2DGG>C^-5B!a}&{;iUDddMy zBKZ*p`^5JV82u>iS2E1*i?a47=zbr=tez(f`5x<6MrYqcV_1{;|99w>-M$mS((lMW z2+OeVpZvS9p!?;o!7zX1zeOxf*jG0Y`bT*ZhWLi|*b?HKxidt?&G7pJAIxb zxjE(~)SF0`3Q{<-sqP)<1N$cobWwZ}5{B=;B7ah6Uhe4J)Q{~y38iIyr~T>c2ljyN zrL7Ha);34M_lQO7BcXI|QKA2rZ7g03Wx91SnQ&Z_tw)72LGRVa-PD2eW1O$-)>{GA z76U;3I38gb5B)<CyK{HxkUpCXQmwl z`J?^I9V*Coy!IXRD{PN{Lc(nSQ7ErC`@^rpOIUst$|qfJ8!x9Rl|=HBzb5~2_kvk$ zeJGUAbsm;gHyX~Dk$?HT0}b{~UqPOT6{7w`2L&t!eW3p;?zw*1$}_^b|Eqj_@vm1< z10PSNUd;K1*aPq#U+E3KC*`;j79Px4D&;KBnm3FD(Y2($edVV7c=hQq!o;NRH3tNi_pWiRE}{)e#Z=w3>t z8)A68>^iw9BL9sq=*UhvsUMs=fg=54^SV3+5Hru zy3>eWMa^aGKBZ87L)4W$qXg{x5JL3~g|LC|ilLst`7zA;S1)Y3@vAA7%TK*ob$GVe z|MEjG>&q(rENWyw6Mwzzt1oKke1`A$p*{#henxrpT9_fZZ|n%T|AO-&%|$xDOq-Ft`2vC>*a( zrqAyKZy!KCit&Rm+&>fT2M8H1qx?%4{6loVgV9-iC+zdu<5$Shk77A&yqcx&Hd~DY z`!o~js}JE9xPA~a9EG2p(rp6R6WS|b z*zZI6_1#u~Rq?n9te>epV$c`b2cwrVy!XPEWp9dsUzAVZxE1vQ-wL6gL;KN?T$g6L z%U@{#(KQr&dRfJ&KzzpWHMVd1_wKMb$QSw7$OtjFbW>;REulu6#NdOQd%*cNwMVQ# z-;>~U`W}R^-@=^t7FsHBpA`G+_fKoKn|CMhN1UIgu3=u*vU9wC(G0%%vfzj>@PqcH znf&Bo`RrWqA8Mc698+p_2J8px0nIz!N@c4Wc>d8WKV+e**O%uX?GwH38~^ZAm_YK= zPC2c!WNkjL=NLXq{r8`d_UBg|zfUXdf7ViP^g{xi525_}zw+MFRq+SN2j{QTHM%VG zP$;a&Q9nAmn|^jz*rfD@`qN43KV{6dp`dTk`%OZ^+#dUfwV3e{r2*eTw?hmwS_U;gT!tKN0S~BDze*66BBZQQua4 zvq`!y`yPl;e{byH$(P&jkE8zdFP6mhA9fnnvpBx~orIm5ch>Xz$v`ahQ2MTQ3PB_< z1MR{eZHYAyPf*_m{z~EFeWt>EkUxW!VFM*Twtt_qP~?w7pjsBg%7tn39iW{7twI zh58>jGiKqOuZy5Q5S+S35@gjZ+1HA)=`q%lt zbf~{^KGYugq5fhe3U8c_fP9PcHBO#e+r_dH><#N{`VN6R}qxlP<4;{_uIiQZpD`*lL;bEsot^6Ph4~`yj}l ziSPGtS2ul-C*hMBix-&GNz?b^g(igGvi=Acu=XFfYQHJ6+P z2}6B>^C!&X6{FLBsL(WbeXc@;0oXhGlbMRHa)J3Q_W!0r!tj5W*dJlYPlU%0mAtLz zD(O!CU`Duz>Lar-jo@Q5mO{Kk|1ewMF!|-rAF#eh`3;_zJGo8#348xWICxoQh)zQa zUtbXh`$qp6T>Er)TvY(X2edbH#WUA0y&ePpC%R86WcUi%pZW8?WM&KZn-n;{SDXVeE_sGm{3gh4+YFz65UX_1mWO5;~ocpsGL<(q77OR92vvXt-| zsPHWs><{H>>8|XQ+9Oj&o1V8kQxkN*Mj-Q&=0_Ojhw;MlvC8p%%f7*VB%D8CE`Q4> zJ92-hWkS6zIv*A?Oz+n-49_FKj86a8D735>l!`mV@O(8SWPjZJQSNXb0>>i^@dckB z@~U}ZY0FOV2cjc}c!2y89rV?qJ^S8`aLDWI6_LJ4VtMrZ&|VL2oI7t1`a}C*n9fUu zL;Fm#va1R@zd&$u}j)M{(h^_TIE+Cg9kpKf1IDSZ=hz~-?ebRAM0PjQrgs? zjiIWv|Km+cfixeR*}L<++E&ATAso*pCP%+j`ZoOkFRl-5S6z0!=O@kMAz`prl%H+F zvtf}gBLYw>en zA84Npv-JaEzCIxg{)^)e`?@1~+?FAHzirqbv4pwXT|j;`UUSja^;)g4z7pNH5Dr5O z`*kQUJLkd0@xn)3e+;vHMwsV+J5LWa%Lz|le^hjyBeV~n7+p;vj@uw`JIVE5q(2&ygOTKc@*t@b%lsgRgrYTnkM{quZ%_|*-XR=Wsiae@ z^N-i>_7Y`XbH4n7_>275E6z{!7|?#dUR#t;?YBz096NT8+q*;8e8Y!nBiQ>ELWkiw z*WL~v4s^6!s zJplN@`onSZ$ZbaVZ$kfQe~zoZPpepRjr*(Pu3@{j);@&zhx&0$vHBL;&;PRlQ!hkzk&Tcl;7x6ZmYVA_lEw^KAi?Tbe^ML4fPEAA7S7J`*%9~wJ`dfC9KC$ z-%hClpE>Ep@c-$^pHs>C+O=V0czry^Q|)j3gIpLN>4c#^!+14jfwxw4PZhqt7<0zg zc|+_%s2`B--0i~soGM=)|D3(@U9L#4RH6I4Lg(lMegTJj^8Uw)on3wXPB+m zCmfs=Tons{OtA!i!1|rxJ~Y1TZpot94fA-ubB*nB*6e49bSa~M+F1QX zc@y`)iT%p+wK8KM|Diokyb=-RG<7MrzlklbV}lHQ;XV)g*TgoJtDXC-0(l@mgh4+@ zpX7URNsRm)l~8fCU&1h7qTiZazG&GBxc@}-hcUleTW-L3DBnq+jDGIFaU9|g>T|M8 zRm2nRpHSamKA+t4mE55+JE+GyVtOA^NOT^LCVTfi>${{C_=^_VFJXuuC_ln{K8#N1 z-$KG%{*z0!G#>o^#@F+NxqrJktXvx5z6R<6v|qwp-)`qejkhriWaq)cDQe#rMkjZM z^(@MRVOEb%IZ>4G?~xq0=P6e;YVKKj!S^K4-litFoGU-S3eK-lep72cXX$qm<#5F=<``NeO*`Sel)&7_if(wIcLECQJ#chzSRDQ@OkIMRj_}eC7PdrFxx*9sy^=D zZ*Use6WWirxl8hn=$EiQG8VNb4F5-h^_jQJA+swxhx7da?<3O=AE=!K@}uYDq%7tx z_yzo6{Pcbru+*=uFYFJZzj;4b7_-c|{r`M$e%|HE8Yj>DLw$+z^ilcfIcR_x+&>`f zoM)sky#4!(fg*l<5X1a*|BK=Mdz7cohF#~g&bR-+Hs*K2U?0dIVX#-ir-N!$6KbG- z!TQ(-G1x2Cn}oq$Q9p#?zF`N<*Vn8)-H#Nq_Mb^Vgke7z_2rXr;#N(z1;jJdmrwc( zL9DzV_&?e+VK~nrc@Ul6PZqNFY`@0m`Yi?LhlwD6jK?#Us+JmV=)&v08Lw{kaIH^( z`V`k+Gs8marF(ye{d|-MVc-w3@7coR8cWT=zENMkX?|tJZq*WWA4WLKuW3rwn14_& zVtqSXzGPX$gMJ`yY(M+!c2z|?d9WuupPr*0x3o@X5y&6ua~Azf${SV+^*+jDPH4Za z0|y<4_=xkJ^Ux!@w0IfZf53W-Fzm0Py!^WSavA7(8P4}pMfTulb5ZZdh?O8u?BDNA z+}TeqU3q;lchI1XUaJSg{RMn}?&QJ+hsN&Z_4wSio)6x?SC*si?+fQ{%A9rgY9ZVo zL;q$thWej-T>4a=l>)?fl-Jyo*g26qIAI{(Z^e0o{HeZmp=zC8>hP}ui8K(P7jLy#!{Tr7abF%XVf5G|B(@W6s zF%N@$kM$H`=pXrIbb8-RNEqrHln-H;AK|?ROD2v=m8JKwh4Y^1t4>qQf_RJanOAXZ zq-_(NPm;dpAIvS*ZH$BZ5cNkG@-Ox`zx6v?v7LZ$*1rWN5drcJyY& z7V^(UM*hc6*i^y$z$pJk(`qHOD=)(RJM`a0k!QtTuWvt3!Fai7dum2)us+x$#^*%| zvtPFK83lBVM~l*ioyj|24;baMDEG_*lQChi-;2)&%|B;%e@G3)FXSg^sojZ>)023< zTfE|9@vnQWkWY{whUxyMkYRTI!!SD!UphQa-7(0U@1HG=*1K?1?+;EaCfLh(mkCtQ=dhm!H28274yDZDQOB zlNt~X&Oa0}e18$`hhbJP5r+SdL;Z$&I~6tO@c(BLhKA3!xn5)p>wW64B4bjKe;9x>e4qVdZAu5zeY1pY?P zzjNHB*~cC77y9EW#kcz<#WVQ&W7YkwK6dthAb#QV;kx;rix=xcy+YV=+LMx}8$o}% zqVd8B)B6L$hznZbMRpf~KlGo7vJBIppMN0#qCG{l?0vI7?l9;Z;~inxzoPa?hx0MC zhc(KRT6;A}@O-xB#kk^m!NuG@)>^gvh@IpE`?V-ln=bx0Qo#n%LJh@BqDe_+>ww<@L-4Q2uU$@lo)e-^^Zn9Y zyC1dOwlL=YmoT6ISUJ;w!rVXap0Mv&<;WR8AM$7S(vcfyA0ETr_jK9qb2?M~`ZkES zk)GWvAH1?%zXj$a@p~~Ygt?t^CQPVjHo9%1-@ZPdSgrqdgO>tAsF+c!oaVfj1~^i@mDKf)j{ zw8wpMdJe)a)406^$Vv||8uE3G;j`Vean<1HX{IAm?-E z?XCqV9B1uis^mDFR)O_4_7^-Oa((5*Q?P!<@dmGsxjk$1Yq0MTV*c%4GhqLUj4rbD z|70%v<5Sk?tO$X41L@nJD6u%kq(A&08S2meM=djId@B?^7_OQ+DDm3Ej?Dk;|8L&8 zN1wldzt_O_5ySc%>7jDIzaA21did%3|DZQ4KX7%zLc2|Yz<=!TK;8^($HrRl&!|5K zJ~+(OdHh^XjmC4(V$e40gu_r@N8BI7!T*-ay!aPGJ_YTC>O=g3{WHwY`w<3vLH#%= zd~j{D@C*1K)K|jbUy)vhnS2i}`nF6ZY!G~p{^nqCxp3N?HW&}`_t3cc-QRw_#Mh&Q zAwENT4sCuqcfrM2;3u|!C{cgvO8W~u|8^*2uS?_J{@h*Gp zT0DUJ=lFf7ZNVR#4H2M^*neo6b8M`;pL_$2?{Lb#tI4rZvh2LV;fIy>XLfsm{b0Pz zF!N7GqK!ZOIFb(fi0u&u{Uw|z_e9QXJonc}D%@sTO6-u=B6%KprZG6HI2HU4>L+1t zAK@-$My0~zeEi`HGJbE~YR~x>?xxu3j*95LS{z^aj@AQZi@agHXdmHwPE1jD@P+-= zWU+n_27iY6H^QJlxSnE|-t%=K%-)A{2~VExRrUuiSkd^xpG)u0UH%5>$MHrO_nPo( z+Z^t%BD{iT%^D_(pQ$|Re9)XnMezS-NN>c=X^)RI_{02$^9NywPcZ*O82E|$%Ied5 zOfH0Z{_5z)lRk=9^mzPs^r+#BXk96;Pe*^M%vyVHBFF>#kJMi(Q~Oqj-&Y_E{u}9y zG`={|v-b#)FV(j;T;4k`$)tfFU)@thV=ycGr};x;(X5PGkan6>3+To;g0Nn zMWjof(9Ssy2o}HeeR3*C`%=CjZF2}Bfa_o;`x^L(bv%~8QB&SOjh~>$!lO*~}!qSzJhyN~@2$Nj;5000d z^f#8ABWd(E27f#4Zw&FH_F z*tTThUUdnuPxSvu_JuAvWib#xqkbeE9lt~ANILh|$uk@`mA^g!-=jVzXTEv(srWX? z8|x<*D-BCmI{@~L`jMjSwfI)kb{=mM2K&Q!Cq?=65E=7ei8hi)N{^H8v|hCG{gxE# zpa_K*FJXTU+fSK%p^tmd9z0%7aoHhnd@UE|7b^FN`O|#O5adHRdwiwA-E^=Y^iL@b zSJI+-itZC&|7UHw<*q4O!pj+sB6*&zk~$MK#}Md2{-kPW+Zwo5@q7kh7!S%nHEGL$ zEUj~(EXbd8pK@PZI1|PBLm2b}=}VhE%Jz7(=)F*^pSCO2chihUnC~$k#_(XgKk7ml z_&ZRnU#$Eb#T%@A4f!*|;Q!IS(`p)aza6rZ{U3r$`iSW>^9Bur^&k41^bxzK*Ei*Z zKA`@jpTBo`wQU^CXUIRoppXAx@V_{o3~m3*iOUV-*nUce&g#Y@S5N2<`IBKFtyRTDHgYw7-Q~iEuynx4>88;qDN5y>y|AqX?sM}Mp!0QtC*9_D9EiQz?o^U)F zzt9p6s9xea=|EgZK*lL3Yj5yq2|BKpv=H3^RUb zzgL}P@So_ss*tX!)ue19Wvth;Y?%|QA2RGw$9z39j27iYAZ7sC^3G*S^FT+nszw(!+3eFdr!Td|*`+Jvf zK5-24*SJ2-C(PEv`EkP!-1vMJ@<&K-e$lAVuJ%uPJ~02G*9F(c6W}jUfASxj{QBav z71oz1@9T>P4j*WC7~&}$|Ml(J`aSvz!JneMZb+TV?6>R+*Y6uP$DQn2PJ({n_zO(t zzkeJfdT$ilE0|=bXEjM3<_9XjeNJXftvS@k_6urz7#RQ84)GAuLm1YF*dJkD|7KRc zx9X@?;3w)cVLrbThW%e`k1)^Y5msR1Bh2MTnER)jkBkoMyDBI>Cw>y<`fy9-%G2QV zFutC=%@8JAIEzuqWI~2?HtfwobPU()K0I`N(15J_z3g$>TUD-lG_hO@A={P zw>R9FlR5CUBHNF;eJIRo<-}tk54>+m80g3L2=n-Wup+x3c)P}PzJ2XY*pEd15$5*B z%Gr98m9z7`w;NqYAIlQun^1mt29EpLH+wMf7xnGV#s4l==&S^J;(EPMVdq0D%_pEQ z=x++s!`AlRw*&4Yq5c<*9ek(NK@{I(dqq2gtWL|d^7y={I_KI4S5>}Wa<|*JP0LCf zpuL4+e?}Pih5q<%zuF+B@6mkyb=P@wT=C6t2o}G8Pn<_OV zJIWsHpZcp@{$NJnTEIyEUBob-qyCr7wQRpVy$JG6X#XYtH%gqs=7Ie1`;r}!y?l$S z6xjYoNw(9Je%?zyR)J<~W6{@)PWyXWC*JJxohd^7QzVS3-&g<+=OrE$Ha zf)?E3`HlPC1CzUXCb9Q^T<&jK+yC8~Vz4ii&;76Y+U|2cL;Q{ME3+xn8PPX}$6IA< z1cl#hfAjO~Wyf!Ke-zmQ{sqTZmLIg-^;ZDQUnt)PGfbS1%oLp;!SxJbkQdfxP_X(2M%^F#ASkbNWQk2ehw;1s?5I$xr@QUhP>F z^>j4sH=}&YRnkj#T<8Y!!1l_A=m*I@Sjqia`43b5GAYq}@mT-Sx`5b#(TzMG{V4TE zqT4-fuxGsQ!Z7{+s|&+So(!||Di!YYvW^VA3;c8t>o3FQ#D9jP{>2bq;Cw^npr1J2 z#~tK)&h%Nw{o`Z(M@v#`eEItN@x_KMaX&7DzM(uGzgC!ADcu$P6~;RZv-3xlu4A{< zC(q*cS6S?{sCteWe2ns_eBU8mexoP!hx1Y8=j4dlIYA&_^tXf|enbATa&{lLs>ih7 zGYV$#__j*h^*XGMl{v%HRHYd+XODMHhVU(dC)W$>V2_RPyAsa&2Fn`ncm$r>8d3qD#5A;88$H&*LPWcJ*xsI6Mgn>V3UvFngq>V_;z4fw+byzh|VKnewZ-# z4}{tO7rK0?@z!W}nhWFA74y5HUzhIJ>mR~=hy69^zSOQ$c7pp(NFQOi&x7M7%;iZK z&O0JK4IY0!rPQ`_`Wqf>Js}Yzde4vAt5FPz`z`vvP~^wQut2lx83kNlKbCBmH(=i( zu74k^s$_od{0;Vq{S)Trml)Rhw;cG3^nB{!WV&8580f+M5W?V(F`i?Xy%+Rp!nGM~ zLwq5gM*2QYR=Ykd)fMbs|6zXY6XO51hnT;|_Gw|oxAm!_|7$`1e%k%u z^z&ZQaDNZS!!TQKd`g@9<(tA=*bl?`;Zqj;Thv8uINwb5>kod-T0L8G0`c=x!;4w6 zO%wR~;$+wZIDvisiziWgjpc3QOJ;2b|A*sgZ0>BJ`==7@4fUg`-#M!# z6TKC`GrV%_F@xXpVg0HjwvQ&nKtJvu5(fW*`?-X{|NetPpK-r~eeXu}v+tu=f9v}O zZ;bs4^9j+D*5-aDEP=;YO^CTYf9+s-a8u@Me&6D2<-ul^&?G3w^J0WS|IvRD2LFNl zVdZRp^6Q)ZZ+ui|f0=2_KFU(-%DtLcR$5`~Ky1>z{!-;13Z0 zFiG*sxIY~*+QW}qu{~4ednrAaSR`(b;iaSxgu&jB->iJezu!YX2**R^JfGQeyHRlG zPb}~Q{ZC7kqWewR|M|<7A2a72g4<4PekaW1$Dd{+Ll(TYg!l{Rqo32w%~vHhL;eQm z)1R?x!p^Rrt@MoK`SarZ~D zZ|Qew@1{%J%cQ!Je*A75qH*NUAZQ=;?e{N(t;@cvK)zUC+}|ImlOu*!w?I6G^87Qd zym$7RG|)Hf@6W8g-H%vmf_@;qgux$+`5}-9G%dUSVK?lLiTy3dbU%k-W!*m1(N>iA5X4G z1pUYU34{EQKFRb0&LNX0u>A;ucCSAG>>s@S5`sz{{Wvwaf zyn#SwSj^hvC0D_I#PK=9Ab+ecb12-<;Dcy?SIjQ~VbFiEy$EDZ46ZScR|n=&Ibz8F zB7GeWn`c>FjD-1HtlxqTWj(H}cG|}BJ%SDuT24w;;q1JhKvpB_-ktns@ctFHC#x4T z$kF})=$BX@1+r5XjhDE%8~9D-h=HHTA1Y_-0al;o-vqKVdKUJus)BqUeUF%(e-X&q zoeI8Lcbu)K1hOvs3f7&`g7(G!pJCwtKbXbWyqx}@Ng%todhaOZFYJDUKsIBvWud_< zc0L8L|J%7MH?#SkVR(NY`7767cT#brKIBtT9&&SssK_YY=JYVU4((qcm!K~de^QqD z2Z7wxqs!B(Cc^(mBY))H-##QY#f{TL81xP0Bd;59#7}l1%V!A)v;9edyv5?rt2~UM zfARTjhM_&=r~Jg=Ns238gS-qy_9q|=`|rpv`46|l!1R^z}6VTkvrz4%aF^So|A9O1msY=5~I|D*Rtje7LxQ-D#v3iV3ohUOdu{)_#&K=JVx z#W2$_@aKeUUyc9cu^Q@Qd!1Hgh0Dpq*D_<}2_t>@=^bz^fRr__P_1h1y|057|ojvi1AVeN8j=yWBM6-I)XSV(p zs3@kin49a#(0n6MIrZx4=9UAT{%%{Q_WnKiIQUo82g02H-S#e;{-U2Q)JOUWbNwX@ z`h?@{c6v{}+iKDKYvOoCz%ZSkV3_597>0ZY%A;F)#`g0K7BGL}_`5Gm5KfHg#r}Uz z(0zs9?X{0Y_fwHx)u{FArnjEJd2Fn&8ueN6SN>C=U!3n3sOH~LH#WTq`H|6L{u2g& zWbhB3gZn3}KFnw0`$Y`1d_KnxI3F_%_J#as?K6EP%+BWvR4X$dt5({AJ`laF+Od0G z2g3Rd{h=yi7T*d8ceE$|sP%ZR>2z>1$X82DznXsVy5R9i?7o^nZKLYkoV&xopCCVb zL=4Z!G9Cl+`v>#+wMW|iE^)=LU_I|9ZjUg?&-owhi~pA;VD)MLl4HtOF%0cff7E_5 zjkm|kfYXa+6aoLy-w_7;M}G8tojSX;N(byby#h_w$Vwj z2dv-gx9pt4#09W^Li^~gd@Um*(iQk8UOxyJo=@^24Ea;!ckglLMZe#*a{lzTD0w`+ zcr?7fg8dN&`$YZj?esosYj70MkK^mpduRRW=o{RA`#2w2y>XEO=nv`xVJ;uS;NP+R zK1ucgJ$$tw9{UHweDV(lc@n;E=CyL%7Vz)l_)^eUE6~kjdK=`IkRN@=SoJiHKLYxX z_R-hdswTQEy`u}+V?VRA27yOK{|_l%p9%@-}z z3i`#rvrkSM*Letyzh8Rz!ke?5ApSvq^t)xP-s%_&@<#p<2L9mq)FWmGOxZ7bPXWu- zkDmN*a5rhtcPg*6m}|E09?O3VG@j==mp?3k^A9*)!rY&0ypK%}`)$JVj{?G6UkG#l zYAT-W6E$!X(1-d*nB}Vknw>VhY#2Ek^abhB^jp*xY3wBXfX1h}@nWo^^2%eTy`L)3-hVYQ=4fwNk4+NWKVkSD+anD8 zqVHcAp3xt~sKyA=%jf&QN`yB{miUq3~op-VW77u(kl9{OPR!ZDn``r!j={LDt)ws^_e)oBOna-ozY+E|1gQ&wfZ{rhy2uUoAYOU z{iM!x9z`%PXVlz{{Y39^VSfXgddVLA6yIeewQn%_$+_S+S>O**9}RAp)zgT^0j4@N@SS5gytfj%Ms3B&x1@-f=6D|unP=>O``Um7Ll z?wi}vne*GIphw}WYv&;zLir5K9klm~szt}X#J}O2hn@P*V-eUtj&FF_-JBw~1leGQ zKYnhuR~Nk>f&GmzQt;H>f`hGk%R#w9t8=`V^E^eBMSdc1iQ=DZ8>Ee!>36?)X_M%<9GM zmoV^`+Q)Kkk5ta~GX!QvAr^xo3P8RnFEfj^Yu;&2fbrt@W~(j+edwwH_0hi*2K~bM z&+NuenUG~d*+7yH!$--!%qqupxpTD(j1T2Un72PJ+WFx0j2fU9+anD0VE^M{ivv1! z(+2v{UyVBx(X+3*4AjT=2!no5eJtnWW99V!-U7nV9`bLz+V{(Iooab|<3F9!N%I&4 z{KWM$VV3_Em`~}t@Y3F37(cG32}3#3W4@t%=p30;zCJg95HWno^x0rvSZ5l=$P?#7hCh>jGR)>PE8p_kB`z;vy@&c?mHTad zTKXBT&sOgaJ7rdE1Nox;FiiUc0>Y5rL4Hrrc-^mD+Zgl}+nca^q0J0v1yimAVen)eE;uY7`hGnK!1^F4W6I*%77sknABUM1RZMEWMhw=cI| zHwgHF>u^LzwNi3mEQ6`c9bh!=_Ktp@urq|B0eJZ2DCD zZ~gQG@~3E@4AXv%z-D;XJYWBEZtpf@6Z%aoIt=*AJS*s$(5q_me8LQ z=JECPgPpT{9@c?>ME^3QyZy?e8EG)z;rukyI&Si<>b{^K!^Qea7~(192VwB}X zXPnAYc0NyFr%-#!&0UmF)De$|FpL-Jx9j|2&88G9kPr4}H%jAe`lQV;-ylEjE-0SP zS}fX+MtRxQ#+G0EXb$;ajGqaEe&BkNFz5sN1A9}e{6*8d1HT9#Z2LIVuMFaQl&?Kv zh-Xl~guz~r9>Q=QguXwbsee_=l+VBR$CtK^R5}Ctg8U;4{6cyOL%xB&$NI3|B>Zdk zejm+#U>|7T4rMa(=C?8xG->>Et@?M3*s=roh4wYq!TM0PzbfoUV!nFrKK%!1>`a=E|4J#Y-fQNO_CpO&IiP%|E!W zgvsAnYBt65R3G?<_Q5dI7Z>MukKN{1!hRRp2g47@9tlIdjr?~>lniw%sNwq?F0C?) zr`2y}@2d#}Lmj)s^nS+fH!%$BU6cnaXYvxbAJ#LI`VH%GoF4=W1y!-1dxF10e;`<0 zV&CEXY*`J4UzjRKe(_Xd`8~nsQJedm^N0FKpWt_Y|68-2KwnY5!l^g?4^)4Yq4Sdh zVf4WnW+wg+KVf}gLh}3)hyK8S)K9`-4@j@D`1`xjDWd=TrS|TPUv{bZ3-}Ylzqcul zEy#g#l)tOAh2|!SQpi_e`-H)t{9Df2bG`F!LSSZQCq`3~0~w^F%Xk~UpC+#~wjJxfp5TsQ^o;e5j|-DedL z275<+W#x2!fR%$iAU&*{?t=&xS~o?@%WvW9>4lS;_s+gE4(P%8!=uZu^=DfRWDnE$ zJ$iQc8)UQq&YPfo34^?Fd>(5vb!Nn@2mgWnc^sJ+7B}=ew-=9?o5|Df_W+FJ@i?>l zv301iWCZ2o8K(P80*{Aw8AHc3^8Fx>YTX#eD0#lW>G9pvq`meo_#2e}A|3UX7<+FX zZ!^s7eUYJ-?cTSyc|K~<_kxcepLfFd;{AL9VeStW{aPTk@$)_?NB>G#%7^&j+3jnf z%Yo6rFC4$;z#%F&D|KPLkNjIKUGKRfs14!+v=72SKgx?Rm;Yk9kg7u;W^(!$t96T* zyy!mg6ZLg*xXs~}50`NHEK$30Ugv}=_jgNtvfkg6JP+@$qW%+x|Mx=uU9$0|Pr~y; z_@2s-nJjdDwG8HOq<=|Wd{nWE=>OKSzL!CojNJD!cHThXCG>ILyl*hb!%6I~2!s8j zzb6dxMSsOG+yC$i%(>XEvI62))DN$x!%8eKorn1m`}g{sFzBQ1WYBly-%@#>TU#wQ z0sm0n2zSz;`h=C*iC%{3eLKO@GdgV*WpKYm@~oI%!jR9z{UE{+zv6!E(%g)=H?vbA zzl{1xn6DR>-aqIh93|RMLV0-WoU2J*-30u?c!DsTPsj3Q4#%$^IB^rsSK|1VZGXR4 zC#)IxgX3G49GzsHvz_O|mNoYNc%gYS$OGd;!q6YeV|h>K>X%E};C>ypx7>S;@Yb+3 zojbAe)X5WkkLtqwLiI0BdhdD1x3aV(ZEbV9 zEaU&G1xpPh6IvxZ5WiL>el^x^(B<*PYRwrt)7>nAzewNe0biS^8H|Q}DDr2G&7q#k z1zu2prdWRn!~B8sHDQ=9QU0u4oAhq7T$*V2K(Evwbyrr1*(t_NB$9p zd@hwAGB_IUTgvk{8=9qd)jb{o{u%wLpLxFkqi(tE{++D{KO2RFd|6CAH!Yk07l zf)%%)je~L{9xc8B_KxKnM`TH_8z?%zhx{fC<%Bo=3NSD@2=goYgN=xRAE@6OBLffg z(i6Rphx+0#TPu{_YOTc9|NahUqx$?-2K`6=FiiL31pZq(mHs?2AM73T2ZUjMLj5KT z>n+03{+G6ojez&^alh0bG3YCfhcJ)N{qMG#Hl29J$M4@F>+t1AGUzY*L&D%67Kr7` z%IW-=V3TH&&zn=lFyHHo%Lzli2L17-**CYOofYXDj*l?t1M*{&Pv1UgT4SMql;@@u z{_?|oW^?`Dl;L%J)3sC>Klou>=g$|7!>~k6nDRQt$)bXF&hAxxDwb z3wO`Uza#&_a1+t9W#gya4*hGu-=MxT97XgK26X#G!TVg}|O}>2_-rvCS zZHW&$uQPl&_y@w36^VmKiq1^x;&wAcc#mBePD)Ii|z|lNj z-Zl8Uwa>#Vpbtpju9@~liL%OkKY7>j4s*BlY65>l-G1ED?a`Z6uUHq0LQ zi}EE5^di4^{hWQ+dvF`9zi@p^81l7G#QMz2=SbZ98$&$o_YV%0nDaLVeL;I=?J;?? z_UJt`0b#hmiu@tW_YZcrM_Rc%RKxix9M2xvy=S((KBSOM{(R4XqQ}57L+P1&sV9%;%ecnN?@vO(Vg7VEsVYA`n2!zrE(d+V zd>Sif{*Ex%2g-|;v;8lI+4?i^vB5)!*JWT|NN>sl8)1_)m;C_is6N_U-i_JYTYZ*Y4^@_l`WC+@GG| zS2yMq?8l;fL)3#(CU=N~`3m_PvLvQ$*_>gpUO;(;fx2?fWmdrW@%sZo+Y$@BcLGNHI%x2+yR_L% zpclt;@V|AQH=O?G&kniS+on8O3-t$!<-;(`7aj77O}cJc2jw`vL)q2MkJ5el{&lE+ z^00G-t6{#!`Iq7Olz$=&=TR^p#md?GE!6mf-)bdw_P)7*FvLGNpN5*|PF8ArC2^Db zCoCE9FXs8pP;cjHw};e%y;6Ux9o|SD^Mn0uq7O0T*N`8fh}nA;0>bb;$}e<}Wycvm zB=~wV^mOr0kE!WAo;bYB)lw_hkFO67ugV>B>B?BpFXaE>X1(a7#r%G^AS`l{^_Xrq zl?sUdu$m)BzFEG8cmwMb=JQur>qXfqK2{JfVg8XY?B}BX5a#j^@2IvoH2O2o4@Gnh z+ppWRg6n(4nCfb43w@X`aQ}%g#6Q@7gqg3j-OH}fANq5`AV1^>Vd#(W^_L|f&f~xz zqy9xyUSIlWkm&q0>dVn%-8QXXX9@pTh2=+cKYE7kivxd2_~8c_DP>2HbNUBMqAKNx25?(yQOD=&^40r4W1 zM|agdaOdko*l$DnqE$~A9`g$Xd&KyaFsv`oKSbXc)&HoH44h}d`8)cX(wY7$6;O`! z6NddCY%gY;PLkf~?cnc`pA6IebV00Qx$Lbat^B-u?3l7e5@zp#U+C{**ZLkB7n2I~ zV0$N&3a)?sHbH5r43-my_nxnb?Uj|Uq4S6gFQNH_u;OAGKVhCPV3^IHCtS94=sXAB z<0JY{<9AyH)d&d$9gR{a{#`;wQq8|3LnowAF~r+~)-PhU2Vw9B z=jKwjaPheWV{T%y(#S@q?FddT>5b_95Oc z62zMoyPW^;7}y8ucl^)&0kx5y{5*L=m+X&zjaKmge>&p!2*Y_fG^k~T}kROgeu~*x~+|QZd@3Ftchk-^x zX}zI7;-u60O-Wk=XXIPK;pFAu!xZkAVaQ+1KGx<*4n0?A|ynlwL5j`mi`+kRQ zSO)PJuI~whzeN5J=JHADxAEJZZ(q4TPSG9W+#Z+%_Jj1L*iZd=`nV*}i{nkH|I=n1 zpCiTguT#Eh89L@(=kdT<)rvpajelVNMt&0J@iQxD>otby|9J&x`*$Buzgo1vgZw;e zFe^3V^A%V>ApK{jj4l5j7RuKvsU{um`>q@Z>m8gQQ^yb6H|R)GCpRg~Pci%fW>EME z2!s93{Rg{CSp1E7f2k95N93+7`ZiWV?Gp?uP3txVdITLSXK`8K^M_2H}0%Ao()UWVuNw`1K5fuBfk#;WxLx6Dcb zdeHtDruP{H86}Uk^RG5Qd)Qyb^I`oHV-CT2LX`jc*mW;vdlUhEgm2WGh+00B-KP~? zkWJClo7Rixhc6iYS-PoyKg176&xNs-mXd)9axC9@VP2f}ybc#ZU-A4K!%?)JVE8G~ zOBnQv+I!Vp;&Au`#G4o|T|f-eMfy{IE?%sVaR9UcrU!|cDwECZoZ$EsUCGr zsaOU0kK@gJ*5ieY{0zA7g#BlJ)pP%ta7J>DG|m@k!Fh!IMFMkiUdszYh7q@Iz|v;-c~&3njn7d3EgXVt{AhfWe}C3bkMV zF-^GjB*YhJ-ierB!FtiYvik43eaBvO{t>^=8Zs|!jMst= zdJHf9wfSYWEYF{0h1-AGzND&SZ=x?N<9LIUWeT6av$C8{Iu82|_KNuw!XR&?H~Z96 zTb1d5cs?@w@nWr{z6;@g8jd%o^SL}heI1Mk?Tav9&*vx$6CGwPg!Koum(!>7t51jK z%cqmR<($#E^TolaQ=HT$vHS^l9!&eqgkeX%_3!dd$&!Qq#;|_e`8Njn*!_cJBy9e{ zYbc(k_95Ov{b2O4d?ds49D)4H)lT)vVamM>!PAaeP;I9{kv`uM6CtMtjfgGoyN^We>AiAU1hctefcs8%D3B%fnWH2zRcN{C7VR&VF;^@H~JhX!ShA=(=4{T%81VU zP|?yXJ(6 z?jKS)VxS+(ud8+ZHG26rc;5i!bv@@e!XSV2k9U0E#omxG;Q60B8@NsIJ|EZLghAhNy~E1cdCNja^Qj*{ zM?n4z+b?vs8&^2C1=>gc6h@Q{owYj&>>K%CcyaOXQ+d`9&yAqP44ZIB6|N0 z_3Lhev;GJh(S8m3Tf(4!IDUp%e0R58GT+j18}Jv~Ck*}tamg+-WxJeL+<%sQ%sN>9 zRuqq;y_d9Cq~vb60_!*A=RHexuPKi!z<;3r5a#Qxdv}h$8X>;Ff%<;0_LsOlJqDh-7FF%S)GzyV6}d3)VY0-qIjpSv7K zt+wGM=mWNQe_`B*WeTGG6{Mdq%um?f{r8Wpv`&fsUj^rz`|UL&$9+lU>!tgD#+rRs z90=w3ec5zVpQOR%Ab*T!%KTl!-!}PyJ>&dMn6G!rid3eTIFFQP_bJNmI!FmzMfQO7 zJ{TMLB4)#9*l)o033K^An7gO!h@R;G9MB`|a<7}k$SKPzYX6NcG+Wmccvw|Efw z=hfFo<2bz!QhuA?Fscjmskb)29*E9 zoencc*(LG)w1;1HezeIg0e!^v0K@D)Xn9ipsiqT}V9yxum!F^Dn%sE;=s(J@yy}`_ z%7AI$57E9Jb$@8^ajrVZ7y0$5m+|hWqrU}`r*gwOuge&?_uHIqi1oUA46=}``ZY3J>eCXr!#Gyk6 zuI2Pp9+b%3pOFjtgY8u|f17H$I0NL1@jqc0KaQ_T?$?qU&sm`V*nXAg;y1=>qW5Oe zKC2R+T$LTX9P;lt-fBJNAis_48HVY7 zY(aH(@}O0o6TrSM2YI7@GEDEUvi3p#=$}}55Y2B4 zvwRA}Y`!7P{Uu@92gHx+52bPA_Ljr=k$=^{{-mFOB;fJYlOua<6%O_S{^EQ`n8yoG z5=NZ(^I5cCjQoA_OY?`4?JIdllGoD}!@Rx*NkV=Y<@NN!eaB^bu4{Fw=)ZRM%0{lI; z$1t-8!X4OtU(MQ{!D;P>pg-JiVwj!ZtXbbtVS(RN&_}cf!Z4pxfA7tXsqJtE`ViNi zD+_b?jD-5gkJ|FiRm(LDLEllnwU6E!tGHg^`Tg2f|FaqAzR7m+84`Lb;lymwF7Wax&wSyw^6nBS@+%Q>5) z?YVv{%ug8K)NSoBCI82E(0?k=(NZ+Ol*;oLb#Jz6uR4 zpS{Tc`ucLqXP^(qUq9>g&p(R2|A&_v=N!B%%2y-*>#rU(9Fch${43J;GWf_o4}5CHil|kbfs!@yX+RkEc9e^%}99 zDr>LWw^45Yaj>tkV*7uM81mm}Z~sZ>b`L6j4fOwmLBEmyH8w@QNS;=E-%|Nqu1(7+;E8Rk#q|J!XX zmIlLKL;i#6@2OP%b2b3RkN)oM;jxn{mV?z`&Cqaxy?IZjG!}%ha1Y&o~(_| zgL33|!&CEqHa4~(FSL(_XBxdz2f4$1it}s3^B3krm*s#y;CKmh`8B*SQU{hmJWlNq zX8CMZ&hm2~9aA^<)|uO}FV%H1GfOz?0^Y^Ao||k)I4#QTv1;KZoP{e8747fDdcI-(r7XCJeJrsoV+UL;4AW zzN0>UIdD_4%b`E8{>Sw+!wYG?_;SIzdXHBNKhMypbwac6G|~A|lt-hHim9r@Rqn4F zx1L&fWrr-t59w*Fm~T+?G8pDFlviVoclRd0!?4~$|I9Fxe^a-_9(PB52K}-Z+b?0* zzrgh+VSb*CFz7qB-!y)g%!17?xIb&MF&Nu6dnfF#;rN?s+>Q3lI|lN{@qe|@O_=ba zCyXES(S-SZE{558_^*YNwgv~6u=gq9@$bH_72an6Bfp!al*X@8?+5yLTTDO0LnJH^ z%d9u0?dL9?;DKvo zSw8i9N3E+3$FtzRGv;5vD`d*tO+3@-BiaA=ZWWs?8t=n=g#CXv&CQ)sPzvYmkpJH| z4v8>%t_k{$>zVKQw_=wBZvcLyzxttZPp;52S3ZgClVP?#`e8dk!K>1b%kRhc!Ck7a zY=?X}_Se#D+Z~<9rEnes{Y%T_<%)CPWWszpP0armZ;dHO^rM0QNDpC{pHO}bv-g5p z&bRkJvFD|PEy?4jbxMghZR>=5y-v6@%Lo0;K5;bb)Eb~4 z*B69A|InUVt+)41|0aa^8Tr%dp;vcd%O(DvN2^bdkc|f4pd9IMUEfpJLrRLr+pV=L zs@DxP1%4tw7-sg~rueY^$jae7zty&5yxGj2qW{0f@wZi0nyWo@g!ln*d#}&Z=TahM z*?EKZp&=@vHT}T8P@mcb5|_XAJk8(JYd^29e`&-K;3xL~YwHfz%J-qX{;ykSOrs?U!cRDL+g_xI@o|0xq> zl?>}kw8uYVd6h7Sq9h5e_I``sMReCJ&)hcu)5`HCn(w@%+j#%&*wKv{_@@w&$Y% z_Y#j!DDCkwd4&BR{=Iatt#SC{5AeNMzl4M#o)*(9lu;ix>_AFSIG-z?|AjJx`hQe7 zEV}T!>GR9vM5!0eRkOEdCVAgr{CzYg;1S4dp46 zNk23~t8hEegX5LC=KTD?PtkiO)c@m8v#oulnEnZ65X1Pe{SJox<3n2K!Tf{t5eEM# z))ygR*w3Q+&brp+5gK6s;&@%yVa1pwr!)pY{!YBU5q3ClduPk1449w9_Q){IkK*+S z$6n}<7>4sL;`J2A^#6PegZ-hrWV?MhJ2<2h$V03@LfMJALwY1{gZ&8Pr|hP(!v)W! zL4R@lvf(cV9{7JmrkM``^yK70q4r+n#a zp~5X2yOOUXA^x?%{s=4M`8-}eoA^!jf!nAr3RO#1{!mE){X_Z{UAyJHjfn>NiSvI# z#g)JOtCSxwf50&K1028NF;f{U^+6zCuui!uZf%c6;=t&2h2ly<7A@-M){EURD|c=TVT}?kb8g59O?& zKGM^D%<0t!VbA;s{@<67FxdAHvA!|fm-t0kCW`ElmD79c?0euB%Ad;N{xFV@VY;6! z>>jdIRbuVC&RfVIc0Y8#oBo#WARnx+s$_p_`LTg~{!&f%t-Kk0qf-i=mlCSxT|N8r z+GbdPpnTL8#p`cfs;QJnFrsvGC}LBEv!EXS504gNq7_P523&BS>OIL*yQAq^iw}>>4uE_al`mOd>9MP#BlGXQ>OXy0 z?->X7gyZks$L7uAS39}A^w!k(Dy(*Z`5C|OJ>#=Oada8zAK^+RTm8$T|NqAR`UIV> z-XHlH>SKF-!aJ5<>=Fy}FUo^3$OrYUPmb~Gw|Dz<|JAqaht=y+G67?G-)D0ks4=5kP&>r^R*E7Gn?HLv5PrSYsGEDc!g#Bc)tE9UtLHvXE*w3JR zM4D$nGb$gE*lLC8|UlpqF(Mi~m_nocBg#GW%|FA_P3-kl&>3{#g z#hsyjWwz7z3?F6X_5GXFz7AyTD`Eeyqa@ed(}4Us>Vrns;r1(+qBwsDLwtnoYcy&b znl2c~;$@+x!@j-s(U(C!=x-UO^EX1x_^YX>XH>{OB>rkC_Z|D-el+i2tFf(Cb!-fr zA4U0T7s(w6PEUgQQk;(x5(a%8D%Mw4?uPH>@$v@}8vm5j{yi_Je49|mf23RIrswQD zj8G>b@7nl%9x&P9_;d=S9ItLDm81LPLfy`HmKl8rR1{LVZtsd?=k65B?4^B?NlfDeO;UbQH8 zWd4<5+TRiC>)l`C=(j7Ty&jL^>E@^HQs<6Hd+PiKa0$^rdC`_P{;d&u@@(V+iG zkG}KT{ikOQWBZ@Nf!&iXcHE=}_E{#D2VvMh9sf55eL?@l%IQ2f`<~CIRL<>t;MK&k znD|;a4}<(Ri2QZ5@%%Zij||g$ltP9XzYQA3-0AGQ0NTU(jWE!M{)J(-K4SIbN#27b z7AG9H65a1deHoPB+t|G2EwqR8Az?WkYH#ppldcu(8$q7p`!_>_hIS+k$;zdxSw>k)K8&=wVCW7$m8K{$cy07sqt>k{Ac;eWYh}WZ~^> ze`hG)Dz^m@Cq;G7jwv$oD zTaXX>qp{a4RR-0XfjuMt%v4gkZZ?_+@r93=9>UPR*WVcQefZxP^5I&4V~MK&*B<>p zv(W5DLd&}gG7!(8eG_K+C*inG%a?~=R0aQx^o=_zH?wr}|Kg8viRyUjC=JH_WEFLjG z8(BT9=SuMRNWb|F>317rMgxCQf6U7j)cVi61^y8I4Pmes)HjCdeLSK0OOxocaDRp6 zb1WqHzuIUs4%)-`l`!}hORmH7Dlw_-BJ)KBn@*@+ZbeAMkwCH0iA3Ds%hMPA^GF zdXyT?^=tZ%$5Y&8j>x4^dowoX*37KehxHuxHzVmm_M>_)$UhP;s?)f9`j+B%sy|a} zY1jWGB0#^ee5Q7zUZ~$nurKsCGpi^2^)cZ8mn@t$FWG)|e`|K1NjNKZM_sn}4!%B^ zbw=PmVCW6dAB?XE!~P%6Cxjv1M13I)=W|g%Y?BY{-<&4;zYCNn!}R|ULfh>1BRULn z1${yNC9E`>=w;<^ZAg<`Ff1izd-!3y?Zzh- z6}UawtN6TrYuOF-4aaY9@0j=GYYgZkj-O%LKNAvW_gjVb^G=M-_sxOxU&w#^;2xe9 zi(91Feu8~t<9ewB*${t<&z}higTKZ44pW>4Ihq*2c(6YQrv)Za<7**bP37LDTjpl^ za``$S2K}M()2|AAzITK38R*X(2&>|GL!rZy0i&&R!eD&Z{@jj7&&TZ?2K+^N%=H|9 z_M>|!toLz!LKxOFR3FPBzCr#_IrkrPH(d-b?0*mZ4f1=Q%y%P=%&u%dSvYT=*{oyk z_Rt^d^Spx3!7(2BFkWoWG30n!z{U|!j(C2qp!T&}1GJCxDZ}*MosclZfB)3y^AnXr zJc#-^|9bwlKgBVep821w?{|n7PaRbG)Q&Jq5j~XQJgA{)^`$ozr}N zbX?Sh`wQo*_Gyx%)Y*GvLg$J;#~S8&!uQBe7lom*+wNY2`3mz*guxzBJ`5XD|1P=r zC;C1Tofk#<5(fLB_9`E1?;9tCa+HS)VkpP)30zA3ZWW92!Gup% z#J2+dST1~@v)p!f5sVM@(beVU>4rAZdkWb8g4@pH*0eN%JaIpbFvuI}Aq@6{^F3i$ zA7gt9o_e+S%JhSH*+A?+8D{Y^VV)m!>+7SS*6kViXOzF&bRYSry=_5$*q+@ zJQJPQM|m$adH8>1eR*8X&-Z_&eX~>uC0a$PBt-PKgd#~=sO}Y!EmX3FvKCp(mc58} zOIa#gh$uvsl29mZ5($-l=iYN>K74=ozvp9KubDGvpEGmkb!upC68CSj>n_-TuThj% zp!hb&TD$yH!a^y!|HXUGl8sw}pJ(%W{G8Y;V}sTQtI+vzZ{KldTR;5S3i&nW6NJIO zP@cXHDPO*s9pV1Y_vu)Vtv?K5e3Ykeap`m-gEt9hd){s z3HyaOpSg9LlkcR6&KKhR=RKEyVRdg2*su8fl{aB74?lB_ClP}r!9Sur{X#YKx8&K& z`I3G3ZM1S2QMCZ}-%&n(4SVZXB~*gHL;4tI`a6H*QJ2uUYJ9(Ye)E#w)$SV5Kfb?U z(5@`=;4|RA@qNPFe=TsI;Pc^U9@mEjf!mv2d~yPQV7-+v$P42mVID78JAF^ud*P5> zTh}G_=Jka|eyuNBcj~BqBmOMfGjsWhuOmSoNZ;boyXpgs_i|6Byms82D}ZHwODO`x}G*#q$sB z{bRIWPZ<0I+AnMGMe9%2&i021^ZM1w`JV=TJZZ$|vvQMN?0%Q$u%1HuS(zkr=D`OQ zm>=?U<@a$Xt4jL7emKULRjQRiXC|rxz35*Vo<;LtWz-=wLB|@-Qz1VXo=y6*YJ6K909)r*`yT@f+)LP)MkUwVG++t$y{F0v4>Fdrcd`55{e!k}NspLGKg z&kmc_2L2QIyKZN3rq-Ec=`zB@Z^H1wHOpF@fR}T8tPpn^rAs_4e52pKF zz1Npn#Q$*I0{V*j9XhV_jp3;oQYAFs(8cQ(fABN{{Y3c?mYGZQ3EQ%NZ_kfMA%8`F zgq?YJBd|FO#zTIFrI=qIk#raQ8Lnp;E+Kgk27aP_66X0`*e!`&*WJc~{ZoI4dA_tk zV{P)U-O+sgyJ6eq*}Y0c=YNp@8_m26O^v(BCNmt6-7>z5Kg2Vf&ql&*e|zJqkL~-7 z9Kl~JwYuNS3?1IRpQ&zD1b(zb&;58D+X(>YXyD7_X+d*7sH9f&xk?iJGGeZ zhJ0wbcz%Sze%=1YAW!GNG33jbPqODbk$y8w_w#y3xY5};c{!gce z{Sm&(`uo%QuCitb)W1;P+xqIHR5uAg9)u@Iy|U}<2KIyYvMtBAvUt`t?$5TrNwU&1 z6y5)a?UB8fj_dw14B|QJE5pp+FdR$z9{EOSz2ciFf5G}|1FM7AA$EyhX>U?ZcPM#hx)s7QRUm{tkq(Xh_8(yDa znB|XA3tk5#D>+EyOXBCvL|!RRjugFT`B5r+CL`WwPfUqN{@e31IzS2yjMgV&((I) zg!Mo2hcJ&%2b?Ug?A|Z>e>V1aFg^b8JR=v-e~c#wt9omes85#ZMf4u5$~8&6U)pgH zJ%7kRP5sQ_o$UX&-iLAw23{SupRZ?Q6fF!!vp;|Da*Bi?tW*$I$z~-g_&^7RdJ?eLHNtL+BcD4*Ub!`{Co`C$`#sf%|Za#r!4= z{@?X)4E3Uk|KK=^zwG&=RNo{F`hxsn?W{gX81f&~M}}E`ak#-IF0JA^?AIXu46}H8 zL_OrugNRJ_JxcE*gKZk4yX*n};eNppVWeV{*A%{fJhIPxM4#TJkUwI+ais9th>(W| zKpzH*=X11!?y(LPw-i}D_?X2fuclN#zJ55q^u+2L;XObeDBlx;6-{^Br@{J#u-}Xk zu9AD7nXG=uh)G;OPwu%X*>BG&@b4(^lgW#}%v@&==Od6G zCu=$DHr(K;BKTVzh{s8s&^uv(O(YgAduV@dai`0r#T3VrghWtET zRTp*Fdq3pkh~p1x{hXC&59_hMV)>mB%-vo!VH@xt`FUo2w{we^Sb)DE95eI0;>S6# zpNacZXAna>+9zR%56ExAKp*-$*6v6AV(;sbKCyQCo{RTcr8w8!A>MF)4(E6FdC!)! zM|wj%KzhzL{czZN>ph%z#(a@5@SC3h@ujDXq%z0@^Ov)TAs<105{CH_{`J#)%73H5 z|D${oRJUgrmWuZKaJ+;`WqFFBRgj+{{}M8Xwk&m<4)FoUOK4o5tiG$7`;)}UvHco+ zMBi&ddm#+#eWaH#-`^q(`iSEv9{0xNm;U-x%IUd!y$;-spb_L;g?wHyIhXsGkG-K>j8o z=K7jsd8^N5^WBioA-@O%KX86YTQ+RIKmHz%=SjPVHxx0YUG*k;;zB&@Agh>+B__+(U;pBVen@--g)JcA2(M=!2Ae@#WeT* zatQKa@%;zh=Mh6bg#M2(x5tY!rHY3pb>{ib#l@4`x-{JY|BLcZS6T5zX!8{OJ?aZ# zpcm!M+F5==7}n=V4`JC4tUvV?k#GEtK>Y*rhjhY)Bp-%ZKAGMvzIRK54Cn{)hcL(o z{YCnScxer*G}*Jn&-6XLi(C(j{{M>Y84{WcwYwjL{TQ_Gj4_K|z7$S``YY0x5nSNv zI&C=IUx@R~Na;F%P;3J~pK)1k*E=OG(f7LX`OBu4_dV-;T*a8=f7$EU;GvJN!Fmwo zNf_jT_IG)1$KG%IJqG>6|Gy9h`q7`T_Rlmw!Z2UdFV^13#^1N(T+vbusApjRSIl>v zNeU4CUj^yAa!4tr(SA34FN@kQZCpR%pf=F|pV%I*Acpm=>E9Ua0rNZ7&dzf%e39nI zFv~BlD$TC6S?&Y*5Ayq}{mcBCQ zpHbdfX7fE3PQD8JHTXQ--{xJB%)bZhO_<#;%RvbHAUakGZ)XFFkg={%@8Z zF_zpXSuduC;TcpfAq@Yw?fZ8-%oop>Q9JMx?UOz4OY>#zY(L>f_*tvRgHFSK2>Op3 z1!op^8|el91nDOX`h@(t@#XWD;rA0|pA!8y)mzJogOwrvBL8nLcbt=u;miHe&F|Bu z8N^Kjdhq>QL*vp8-5LP=C0z1s&yGVWz%R7NTZGy9om(Gv)o8>QLj1$^9bwqN#PM?a zAD+K|bK$kp8=0 zZ=Q@ldJxVd6K<)yYSn2ztVePFxji(zT(>t%vHUN0X19fkuNFgoiTa%D{e4(!zA@M* zJ-<`gt|W9Q_b0jE-8NQ-z5)M@{ol*K_HNVlZ4i&~{d><=%zLMt!S&}}d9_@OUq1L- z?C<`-@T}qC-cn(6OUJtkEMLkCGp`a# z>T!RbcS-6()uvH!9tia}ucU|C3WHo8fAe0y-7np+0QU2+zXyvI`&?hW3)X*_e-H+L zjr2S?H-Eq7@(I8XJpb{~PP6}F*D`n>=lAf+V3*z7W%>Lc-ZFQ7?&}KkNBZ;Ce)#Uy z$btEzKPL?N81|pPv)8jRb`yDiMHuuG>B~R$rg^P-C&)LczlS@me2Y$jy`Vl9%+Ly3 z?JmXr3t=D*pD$Qy7j(|^8^jabUuO6i`ESB7KCUMU*7wvJbVQc(r{JKGZLY<4o(~or zYZ&HJX#wp>e?djRnze^~fxl=U1;5G$hre0`{bBo~`IDSlwwFV`i1C79xp%gPZ;=%{^oJ@oKpvvit=TY-{ZQR?;UL)^ZltO z!@UlCy;cMKLi;Y%h;A;KY!3bj=`D1BWq#J8tBMKHTe$9B(MgvS)%opX$Fgwr3Fk3$p27AZxSUY`R&imQJ zBXz00MDjSRuT~iJGL;HGFF#gzR(-O$VP*B8EiyxD&`=oivg3isb`dTapx9NSAveYaN}nhy0=Y=1L6Wogt6A?OdT4+w+( zAb(gp-IwLfFgqVk803NaU8Zz0HRhq{d+bOrq$?5!y0t?*!1Xv`;2*}rvZzt#hfmqZ z>+xl|b&c&0vOu0l@7sl=mfYJN1?QJ7#rjIPV;b>~Fw`4yK5tjAxbHt}1&lf-DpJ(4g@MiC`dM10`m(lklBMxux8jGK@cXeb+&>V8`_oZ=A5^-Q z_V!MO{1)d+SYZWgZ!+_|_frSti}U*^YZ1StQgojq_Wv=k&|~|=An><1{>S|bnv=TR zhj!!-Vfeo%^84fOog>x#<$1ne*=g#?rH+*lZ?M10-^xF3>W1?Abd{X69#{R`CIMk6vvz+ zdO$z&v(CkBlH%5<@c$F^-*xWG^|CeX;Cv9~bA-WO{%yBm@6UBFdEUzq^aJJY)Q|cF z@vidrqVs-)TT_Fwf2{$Gd)i9xl`wyN|I6mzRSk`I zz&|5BUy33=nK&GS@v*((P{vLTCuQl4|6<7w^n63p`Y&JmxP$*ge+i$r-PW~YF~mcZ zAH(eb^r+MmSz`^KF^#?6m-1^SBPH|~BO5S=*?;#Zc~9}@=qq4xThZDpGF zu%1MDHWFt4$NM&D`KV=eqWdnf{aclL>g+|f?E50#--lo9TzAI^#zTI5-()t`w~LW{ zHR=EN3$JyW<63xr!7!_be80N)l*|NM=pXH+>F9)e{{A{JAMCH`+Sh4@o%i#2|D*r3 zg;@*xOH`0P{;>8uR6l(IU*GjbGiDK|X}^wFYQi8ecI2{?CEqx9+Ol*x_dj%pdvL zy0`b>6BCwzzeoPH#%Q*09ncH%H}t=)*$IwchIa&dvA;HX`CX-10bu`x&BGO@4ZO$4 zZ(G-}PC2X&+HpL>Tp!vtbWdHi@dmFyGtA~oSW<=jGizu2BZPVVhqW_)w4FPeY@{;; z`~&)T!rXod%U>XSBFyW>ZFyEcy%X*Ny*U3rie42;xBeGT|JXEqv3a=|`bYl#Sr~9O zWJgcX56mYB^Zc1%RsBnJ%iH)7KWkw_SSASk5y?K0D zR6oJ`G-1f+P+u5k^(eypK8Zg+pH@Xhm&-pTdus2XJN&NlSI|$aFA@fONBbkp?WH~F zq@{C|JLm`MS9{Y1uU?67`25;iA8Z?aXDE}eKq9xn^BvqyN8cZ2Sf1)@0*T5=`TLp! zA>S4ECy+Ec@UZREA{H+NlE&2*0_B`7=QWS@(Hb zA?sj2RqP)*9)|iS=pfjvZ1?pRyf2Rb9Mk#z1 zy66a~CyDJvKp4g&ygAxjD?xN0x3efd38W(?nHj9P%i@JVX40h~!K+)4&jpFw8P>)6 zr9dWC(YyFp5v#Kk;_*=1m5y%Zr?{=Zplf^TET;eF-Rr$3n zKNZNOr)jG8(*u1){>VMO|0-f$e~_2hUkeCB{wuZ*hS~Z}AXgopcJ1{>={Q`kaZKki z1o9dmypA0B0QD(xd}5fzD~5re$Upg2ZM{GHbpd|qiRVWc@@?^YP(T>+1F=7682rJ% z@23;LfVuDHsn6c7x_(?)e{5^Cz3rV&Jp

    WBE|t~vJP+EjKcz&4W3u@(!Jd)dN?FDu8fw&lpZ{R6AEaODRtE*+p^dP=Pwx|^ z{TYF>{AfL)pgZ^%v~OkAZ97a}gaAKrd}Vu`w;Kw*;XFU~r#wy5^4rH=|7+jxcJiFv zL5R;tzcOOBUJ)=%=M5MJdXXM#hwl-gz7Pg_2)}7q{^#aB7*AY}5hx>O{!*Y^H=}D( z>2_|leePC3ODA@)lSR5m38)KYCwvh+M$BA6q;!AaN;M|wLt#r<3;eH7ve&Yxkb7YGP*eebySeR#(9HugP4K_{KTnKD0JfnPXY zrztVr!b*j(of3($2)mzK&{^iboA1+& zus?|HogF-G&%F~3`SB<*KNx<7^;!X8$VbHM369k0O-^ijJit><}rBk^0!WO}uN!2_^Y^f!cI zy^8*oF!(p@k73&X7N{MlpDpNK&~XjvliJz!?u)yN{{M>lqxRKKuEK2<#8aeS?PsIy z_*JrC|I}Z5h@auX#U0c;tPt~04KesX-M=y9r{erXK<(ha#rZYIQluZOy^!pgFz_Gs zOI`Ww;193)eWwETO+%k_aT4v`)O3m72r3~gBbXU?HX=PF6$Kf z@O(&PTUSk&E=5p3!+6kjlfvkc&W|8|p+D;yvuT#v>pI{k+BaeFpV(j5)Qg&apY_;& zj-c!FQUjZaaHyXmzqlH4)UO!*PhX(e5`=#)GExpC^gQTAF{eIyfLm2!S`X`2&KhlohHm-Gq==&(BAKLlmWit-cL%hWC zd!OI&%i1Rb>K!N#ov8|fgZCbQKgRKN3P<+c*C|?x<%fhJAN{wT_74R*&nI2ivaPj$63C^j%paFB>g7kAU>+PSH=f z@kNy16P|YM-R|rjU=P^8-fI8jg{9Ykf2fc8k_SdiZ43whi2NihOaJE)=y%gMA09k` zt+xdFnjQMb-EM<=D*7YBKo8DWU)$l_nyd48{MGlLU2T1DC;R`bK>uur|Jzy7P)|X9 z)W09}Ci{1H@Fz$wVV++R2KgcV`UMxxT~!*u^96(McHzZExeza~-JoBeTT(u%pigL@ zgn=JOui;>;^mE7C;eFHx!aUzK^j@M>p?(U!*MjlfaI4PVN2ff29+bb4YevbFI#GQS z$1}=$=k>Dg0sB9`!05y5#a%yr=Kg>%(2xA-r|^2q<9VNfADG_|hW)L7FxUsiXZHL< z;#a>OZ=O%d*XRDPpVj*RvMnWG{?z}>Ql-5k)uG-<_~+^-YwIHJkNP3z@-klRAMsT+ zpXZmx{!`!SUW9rqy>GlU^;n$UE8rK(%lN|fLe<^DaGwLpi!kh0VtfC~%4x+9UW0z) zdi5`gqBm&T$-3XN8F;^xfH3$+9FH)Ux5>mSQntg>p+1T7GgbRCrpM_d zzCIz$$2ZjrIB7a?5!9z}eAAE}mmXctm!lbQx5s8_qRbV@K^nr~g`i;sx}F^bZq+6ffRB z9P$ICZ`j&eUn>WBSRWJKzeHlP+G(%{!kObHyoqXqc!}$gVVSSC%+e9vw@m#tZrr(W zY&Q2N)<)MCcsZAY|HAn&%+|MrA--V$!+WPTnh#h3{ulG3;V~(_?B#r5K4|~LOXg?R z>c8OpAK{q$t@`3J@W0qTqO>;fp3gJxk8QN?nqRa$0ORBQZ3Z`W?wu^UZyKMsStM0l zy7DyiFaH0bfH0ir7Vk%JOyApN80ux{Pi!_t3EWIY_umuV{cY}$@qIcDXZ@#NtGe1R zp2uUG&xcw9if1S_QTs@}n$F%|ET#L9zZq$D>UHfyOIWXo&$kIiuI;l;N2-R`lNg>s z@qA?Ut5?6bi~g@VMl5f_kWbM2*beI#)W?xcS06W>afJ0auBQkCeb_!KME?A8+glL- z2Z{S54D-|d8-u?`eo{N+lmEQW^EcK`_Z107?byF+kVG8p_tW!xPNuvx{s!-h>*<0~ zh-IJti@{%@eo;Hye`e1EJ;?u2%~}2Iu2d=~5Vjq>QEq1OG~iE!n0~^*ADw?N?T-pr zJAFTfV>+)TupRsRm}lt@(0`=IwsBj{+wiNP|I{C1cK%6V`|alnxgJ@to;DDV_uuR$ z{Vvk-aDM^5|6lpR;QqM>;eA7FM-1x?jHlEN`8@KAFx$@-5Qcn)`m0`@+PFpK?KdHaH$)&_`VFP&=-)ZAC#6)7r-^uc!XQ8NKMb>ckZ=bL8gJZ~ zX-;RlSMYj)U5BV@^%D5M6}1!Q`JkPW)SRQfFMuC7{&>qcFhu>C55Lxf88e_hoepG5s}cwK+vT!<9cuSvbGz24xN%z&Q}XPDKG3A6Kaf+@c`rF+ht5B?7I!AZ^FSYq*c7$4{7 zq_!aT(da6LX?Wg2z_3608-~5v`>q97+O|n>`*jMB3Gce;8Ta>2Rc)_s9~r~-cdFEj zlIXpn^Hw;&smjYjbIP)1S$vap`q0_TlOjqI}@!ubjG7lfgng87E?UghkXYSH&R=8E-~uyhRR8*86N@t0xx zo~U4&?!!Dc1qsgoX~8E3tL&Kt`iA~^+Lp1VFV;Wh`Ny=+{uu@jt6_YcuZwD!^Mcx= z9bS;WyV%IsOKf?s(3Roa(U$I3nR1adUzb-CPi^w`1A5WET&lb4CtTPA=ebb+46}OH z^dXJ$=H>UHUW5B73?CzXV>p@SN0{p?Yp3%l0@lvzldkfCOD7yIgY^;GCt=tRM|xZ@ z9w-=Rl?e8T_Uw8)rA<&E`hF3$6K45}o7MgEh4&Ui{KomYEqmLertTQ%6V@l)vIDLp z_uLHU+ps_PqjvY6YJP+MaeTrM@34QuJRZ8|yY zu)f7G%cmJ;`3l3V{z@418U43=+q1q$R;GcyqP#si*9!s+W`h62`4NWo8R5`(<667P zgT5gB9$Q+12lRRZ^r3xvgnKSnrT6ww$x9P=(NU(RpF1`xpgY##Y?UxBvP7#UsLC-!wk; zPv?0ALi@DLqQwHRFX}JT_))X3sD3Iw&n^%mhWY~Pr|`qYBkR9dOP5goI&0(JJ^Mas zfj>rlofYZv;bf#HkB_tVK07^QX%(CY#rFxr`9{>=S%sHXWx?*_~gBOQ}j?&uf*{Q^ZNhn zQCc>M##ey9$e-DMc4O5vekeuJ`2)gW-^d@r;LlMXSUa<~+4+{y7he=|dS;gfuc>Xl z4D!PM=a{|mI$bmu@)vx6&VdutqTZd9C?x$M4C_sN-gliKZ}M0l;0M-g=PElN?H_Rh z*SWjndT2)XW9PR7^Ijb7+E0)G`5(^T@7>lu89_GSU(mlYe2n5H zVc_?_&(r_&1+1No&)z>x_UQLM+|R*FR1ZM<=J!05`aMMk>bvG*eI^X|Q(%70a6Hk& za3RHah98iBCJg=u<1K4HO8Q3_>OnOAlCGi4XO_V8{cwE5us?$KJs&aTdcNfq<%zp{< z{FE@S?=kE{@?Y3hF!#t^(f0|lKEJS^dVHsVtzd7ckBjUxPA{FZ3;YqDmmv)P7oTVC z^u03y!*qU_VNUNN&#=0HpzaV)P(K%?IQ)EC_8F89`MD@}c{dj`(SAO)e>obquul=U z@5L&MQhYo5bNyfJX*0latPJF*7_a^9HLBHSO@(&UZ~rwzTy2+%?#m~9(K=h%sfx!x zf5d!!u*727b>Y_;{QV_|$CWI9S;76ml1G`#UiqH`deHwf%<36SpP!bJ?rRP480(Eo zYn)V7BF01fM|l$l`$GL>wJ4{I_iQRW22>5Q|U+1a;^VJdS7h%vx%x4*<^T+IY zUQeWU?w?;Dgh`BayiJ8aFtcI`;}aHANd#5 zOXgYqnHONcs6PzT|AhrX*XQ0ZYT3Z+0YL>%d%HG#g8y@)J_UU{`7s!UawmrX{-Fl;v#Qfp%G?#u6R7G=P~~x%*S6bUgb{g#72mxsE;e0 zZ3}EOBY8Yo5wo%ARHz=TcaUF%VLue}&lOo~w7#U?fbo$ZE1o=`{$ZgEr+=lviy~#k zN~o`6e!*~0n$N1qQIh^QV>rF5HtF9@)|CN%V}Gj-Z(gJN;26jU{mtrenYt=IFH{31 z(Y^>nJlQGMXTqT0v;M~5A4mU&Y%OD{gUcZIKKS0AgHH~FPB(2w>^nCBO( zuaB7WDEb}WUs|(p!#H*A0GL0@YfWHYqR#WPFdx*fHNj?HmK(c3zJ>Y}q8Rc~^X4P) zFKC}3>i_*%zeEN66TVMaf#r{Dmw(*sU$GecE%Il*rs?k)-#&xAqdu(H>5}FnUj+3# z9FJl8f2Dvh=+nQ?)Bkg!ec*@|1x?@=j=x^0@jxm_0QU_by`dc>u6-JN2>c)RA39mX zYgcR;)F1FX3Sp>cqyDh=Y2+V5Cr=1%&TZ%V8#cWD_m%x$AiiRMVG|oXYG;iC`mtUS zwqWDzoIw+zzDfA-)0uNttW?$^`oa*i?8~R-R?b9$E>Rsad69t69A6ts`o3-zw z^I(J_K4Ct>Fx|(`-=9wNWBt*6*Q}lIw{KYgBJ}%If4;xFVWZ8(1sm3bJyZY5r*Din z)gAm{U!(^y#9!pk2E?GBG{5$vEy3HyfIXwX*g$vy`7grYA5i~TJ3CLv+Ub5D0mCf5 zvga%R9S`V1ec7ltF4N2BD|`|7`sF>9O7FW9DlykgH8{N0MJLoo8zoI&f9n$>>cy>&F7!~l96(N{_*|I z8HK({4$Im9{RH9Kk9B$!yyEA>!h`E2gz1vpo(V&~hW)elXGCB4jhMQDA@3ocV>}6e zUh`F}MD#sHq(4Hq(|W*`KkR$of^BnKl**=cg8DYr^9l2Kv0XP@!KtkT^d0Se`_St- ziVYdC9>IK*FkfFrT90gNOM3(I$9P4UpBIg^4>L8_I}QE<{R?5v@5rnOpN8L}{WGLD z^7^yG>6aqFf1!R7hVMb4Ka6}9t#7>ICa-5iz8aLYs%tQehxvA7<<>nB2K`h_N!|?W z6aRM<&n+K5ZZG8j$gdrLe9oTJG6MQ>{GC~`xfjMR0Qe^7%cfdp=Rtjd+7WYo+g1I> zeZQ3~)YtUH_DLAdYwP}vL0%ZIsGY~_-O~@v?5^eq^#-J8ci<>1r-{Mb9}ot9qdazB zD+#y$Wef79=YP8HsorxI@(q;dZp08D{=qPRoDa2g|F~yBK)+ePWZ?ci>Kdv zMwse%uK)WSd#}t{E2_Vtf7%x^u>WG~YY?CMh~>>Nt7kFnLH^}H$cZgV{!hT)U_J9d z(wi+)As(`N3d78wAGrB+ZgYh_teu^&IQnq${VT6VaCzc2u1AmG7d%}C_?&}vt^$Nr%!zP9AouAC}-&natPD4}ggTKW1 z6nk8L`ks#lyua9@{priR6hMCXe%$PSrDrw&Ks(YCw`+H3dtf?@hx3cem>Z`$N(S}^ z==q$GU;o`1E}Km4r;STTR#%Ob(`Pu|y=nd9Z@iv;rknZ2tOG*OC!GJ8ev9*T&-Ma+ zwh+scFvt(*%P>0+bS6z(PfBA6)PFFZF}#=j3&YG_8K(R01%%=JBhKf{!^-&|qkXu) zBn$9rwe~;`)V}p=IX?+=dpnzJyDa3&YRE^hzq2iGyVZO$ zgXht|Bn(e8$_{gpaPII)Jb%KlKDqig27ikA9BWr6dt~p&lfPu`^#6AO!|eY#?0NeB z7;k?|^GTTcQX|6C0OBpqFCj?TZ%{!2)CZ7XiB>mWFSug?`4IYN!jSLc^NEgWH8JU>`9j1=TD@k(Xb50F|6s5$d_QT8N_qOkYFV}(PwrauYN^^fh~LP+ zW zM0DO1=a(|mYl>^F8uyPWJ2T8nlfnRFy@@c`7xlM)(%vo^AzVLF%6s+P+i(Z=*OA`T zX9s@d7>ejcdr5s|dAGhw3;2Wfn6^>k(6X9KaK8Zdmv&`{SN|!2T))x^1(SD7Jr3~= z`E_o0&aC$jUEq8P(tGa050l`ox8SMmAtQv**053ZBUrTB6_>aP6M ziK6ev;QJT4B~_ZN6w!n9UNDF<4(dEhA(`xn;SAO;RKMQ&jx;~tZ~-yr?}fPz33FeF zz9%z9tiOaoK6u`PFw6(@0mA%zAA5c~qYwK7dq979Va@P|21eEpFNyxL-+zWq7M=G) z{#`U2d~5l_QSASgf{Ra*F4iSG@%VJ{wZbTwWuJIGjxgjm*x$uZ3Z*;p-*A0M@3gJE zLoL5AN|4_7vE>2dN?z|tKl~_m`0%~lKc*+{$X>Hc3H%x6uY@6=!gx&>{2S^6!-+(H z`t#l`mDfe}E96glgZaoAGnRAu2&=OFF~Tq&&Of7LUhh{PLZ~O=d@@GTKh~r&8q`B?P^c=7U!sTfNFVd}mA4u<&0;k!k8Y4Tn692D` z{up;>vWOp;e-Q?K#QcCT==;CeiRif+vi+AhIMY zsjrsR-5|c}iS6U+>;CK3tCT=~z3hTvG%3iTaW?Y4$DsDLMZeZ;q$Aq4Qi` zKggcla!JG>_4u2*i2gh8KizmVZ{njc}sVm98phMmTSfjs`)Qd_bucX%?K=R{C)ALKhwJf9pV(|+r^ zu7mqNQD1IH-5NA%j1l<1e=y_|=x=YQ4Qsfrag6i-PDs1U#5N)55Ay3y`?lc`JG`r zwC}r-W>SL^j)Z3dDTudNpSoLZ`nj^^Gth(QV+ezMFupO&;z6#$q6wzq z2O$2VzUQu=d~s{1V^Dv=^wHRGd^x4 z_+y+OVUQ=%^YH4y`|Urd;M?j?+HWysNV&Cb%xLOJmvAE;AzdxzM zg1yh|n=r%^8vobu>2Z}xU@sUy3lPKkIMiptP(Q_ZPni36hS~XzNB%~ouLgR+dJXIK zk1C409a!cG{o{J^QETs5lTW@-&&T|mFsyHpU#y+g?+Jr^Q6B7h=5HTsluub|ZO_*q zkM;M(UNO?+@*)iU$N4@sUJ-rL$BxUFFpuAl$3?X--dqCxp?*J3co(dcB)U%u^@}jr z5BjgijZ?!0Mu^sH=pP>c>ezBe-k9s_lP)6$-nnSN^T{WstA0BSsRVlPd4}2k+mk7c zN+T>q-}6EHBh2%oCvB@FFN|4qv^4ZCU;jPr z6w*B4n&^HNgo&B*hHc8%s;v-?mFR*{YppR(ZteyGm z7xDL#eN08)yTtjt)O+Ijc!d(^6Y9guv_%oSEV}Ug=+)VWU!225-yg*1i~n;odivlE z=V!6I*^tcc+xY!3#fgKfXEg2y`J+6FlR5@kYk!0F67sY7{Agj)!eUr|`iuER81`@N z{=p7({(?QPPV!{W)As`f3^RQ!&K=!$H7^I`gX5QU`|YkhBLnIwgcr_#W9xVa*i4(2n|AY8u|DuZ|Mz=c0cqUEZ?V=|UCw6XZ|n$8S>~#o9qUrRVFbw*Pr>kgqpO zTeItat#Fi|MB~4awq26ZV#n?4&HG=ug04|KKOhYG0QUE$Ub^$}8h79a`uj4ypV}p} zMBit`_A=L-Pv59r1^qyMDhr(6{Y-&1U;mZuIP*Z#;Sa=DdLOZDInh&g-Rb?{>|;8-?5G6|2BAE@U>OWus=cXBZm4Y>gU_MtR=Y% zOt?M1v!3(Q&|@vohxEMf?`|a9k`4Nc`R)6~tp^Ol4nTbh`+I-j&Q8hGqWk60J_z&r z)%(j|E9M>U1sKPB-x_=3kIxkDKP%+Tx7iq|E3)}jbe1&esGA7%V7^*0V77YR+ruDV z)Q<|&qxs1z6Tx4(i1mvw@SC2eb`}pS-tDoAA1XSpfbAbTR7H)+-viHMe;=g>-nJKi zpV(5|A7LJ!7-stmA1yC$j*}F9zZ~`J<4}`jm30BIUhaqQBj*16<7$_Z*|PfZJjQRr zyk7Y6L$3#i!bd~Ci~2$M|7+h%{+rtQd5%wm#;TZi%>sXp{QorR@sg?W!+>8XABJ@a zSIu2@WKvTBuNPE3>A7=ltQOP8lQ3xUBcsQy>rOKUYaP|AZ#Y z2l-V~|6%5by1@V8=A{~=zl*-Vh4xU}Z;Z>cnWFoY@cr7A3agH^ssKj*)TSDYGp^{v z*Wa}nL-s1%(Fcs<*FJpR-~VI?4N&VH=?1)zg4hDYXdgY7EW6cY5GbAf%{4bgjdG(XB_<5Tz2V+}y%h&OG+LvFZ z`+I(}J&3jg_9mss^?Ky(TzbL!FJ*O-t@C z8ws=gyz$4pJ_6}O;2$twWq3aQKanup_lWyHgdyHwKHJ!`D0_wF0pJJf(>Jxl4~ZCg?x7KBHSj*l``dJt)jCfiRnmw*-=^={T2yB$&+cdV zcFM+Mip&b|H>i(8`41zXSEL*(zmL^VT%5SLA=Q|M7yjEw12i&>s_q_>c1^4Dko; ziQ$DrZ}ZC5!CxLt1p4XyE4MB-2^zTlHNP>N=WTvQI*j#KG3d7D&y{eW57P6qv-eWF z!<*rG%#R7f_~M2lsWl4F7+?`L;~Irkg4K9O4zVFAW*9 zXU!ClKeZzUfBA1aJAc!1BXj30^L3z~NKb2@erje@T;cw9)VEf117DL)hxz~UTBnST z-KqW__J^_m*03L5cg~3F=h#2PtUlQK^4z_so}&L7Q+tI{Ra9aw&wtxwhqVvS*Ma}@ zBfs0$8bxQiZsz$pVeYS3`*-$y`lA2hb(g^R=8>MZZ<9{xFPaYirb?`jgn>ULe`BCG z=Wh)8pZDKbK8EDW`ZFSa{ORMmbW>U_$QSuV7}gs||DS~=gB6!Ffxkj~Bn;~zv>(>a z;t|92eFedv@6OqmuCxO^_Ko7W zODNG_(6Gh22^DE4BxQL0`oFP$;qbjL|&7HQs177-sc8p=4@Ifz3?OeSG5lRVZ0i+<0^9dbl56tRF%t7!VUtf)!%<8fd9eyFiht`Sv#xe2s@;hE!=4JU53%u;n{;DWAZXt{wwTIU-c$P zS(JZaf6_XI)+%rK`9+~jl)2fC`l&3R5z18N#MN(=X7y{K?Aw9QV&0`F(EneAa{U8b zeAkG+-zBcEG7S4gC@192@;*pfSi-?9YXSS$-;%tLQ0b;4+WXOPKv1Qz-W} z{oSOTO}t&c%hX*3uRnpjP#*HSA3G0e+6wfe{Nx=^oKoy@3!WF(Uxo7SnXCG%hr;*c zP#%OqU+H~nr~elS<@c`NxNln?{2!d2uL(Z=teY+9Kgv(R?&?gJl*{bAfKXw5hN{DT zNAMrW4~FS`AFQ3-k0?~s%X;S0H&XsKjZYZv2gLprM?LJ5XqgA`1LdW-Z1@{<=hEm_O31G{CauLA?ghi~6NB-0aaD9SiyHr2k4z zv#xq|b%*(j{hg37*c*;V820O^KYSkM`wwR4+t~XcPo!VT=Y3Se$EWc9P#QmS%2(T$ z=M?DthfsO&mcE-kpTPPC`%|7bs-KkRdATkmFT#pfsXyi8Sr58cDnPtN|Dk;6rH!_; zInbvg@@GPZ_mTb)hV?q~i!k_KaeNf2Jh1%ry74ZHXF^qZJAv@wR=A;9oUbwr^%dj~ zwL`v%^fIhY^J92A(W`1C*)BEZJiFgss5)rht&_D9z;D!lhUt7FYlr@kf7A~4g!-)N zksH0Qz>e#?>f8y^!edF`A8`Jv(aPGFw0$@~33L5cy?v-l*7?^E?@-@6_K`c{q;iba zV}u=zdXya34wO8A@rq&2Kh{p?y;wWw1NDdR13!`ej{R4KUN~6*{fpN>LWUbjUkO9L zM(?|CUD!}J2+psfK6gaS;*qf9g>=(L<{8SLDZX?%);48_Q~}5z<jQhhbzb$*$7R=-FCJgq3^s4FFNA5X1faSkJHJ{s$A5Z9$s)8fD% z;{4TbD9y~Y>9 z$K2-O5dXyatB^33GF(UY(JiLT<<5pl zd_LVWd+%6qZXxI=^1r*p@=4Cm*Mt0!{_Y$4SA1~xl)WuEK-@pW53!yiWcV4`clS>} zr=1cu1AkEeH8*Vf`m@;!)@#@wVa{*OO4+8c`j4z0CG4@@`D;#aG3Y1eAB4dkF#h*E zw&R>IX%F~o0ek+EFW?s0P9M59gy5za!N3{Y3D`gm3DH`u=c)^&HMe3o%=73blI; z3@(kam9Hj$sXhJMOTUj#VE-8PL;J?Mki(a5fjrQk_wGMYQ}2@Kd!2{H^b&^ngZ_=- z8XAvbI!`Gi4EHx;e>zIl9jk24a{JY}GhR0;=O(Mq2z9>hn`1ljE?|^jpN{{zUa-0X z_Akzlg?%y?%smm<1LlMM^=;a7@b$aBKriYeVTecnV9p=iAM&32e!d0$MgLD2{44T{ zFz5@uuQ%+c>yo{4?EmUQy>!d@Hxs&py&=E!r4z0Hn2h22rQfOR=ph^R;QyHzU-f;P z29!GOg!|*LKYc&X!c>4x;(nsy8eq`Sa)BOYN zd1W2a2iDH~n_<@ymD2a3^Vg^^gkiml^D#94;OpV}ipL+r(Ar2l?JS^|+AoEtjvvz* z+7TOR-^jHJSO))}86?&Z!jS(Wy@c8M79nAn??3OWwlZvTA>B*QR%H>xf;RWs=Z&B* zm~R>po<;m34Dk#7htcf%p+5%hg7e?v{UxE%r-So!OtfKriToza7($Z$axOf6Y3YkZZy7$g_lmua~J71 z?0JWw6A$Wbhx`rcHF=sha*S3C&~G5_pD_2ACT~-(PrI-f{4qU`n4K>dnyO6n`(oDy z{u$+C+GpuxPoFnD{+ae)xqr~g9&CLpWSI5?Ii~;r2u*LC^k{$T0s4pfMHu9Z{2$ms zI{)|Q^`I}}dYzCk=m+ZCz_v~&ZnO>qeqg*H4Dl7^VJ1Cg%+S}z6--FpW@~~Luaz@| z{LVr=f3x-NN_(}Xtgn2wRJ0n&1>b3#Mhx&U|pW0~u2K*Pw!#sX-ZmM(_z^G5= z8L|q;S4@R`4&ygr;3qxb8h810ZZA2i{|haaJ-NL%UUa`8@^es`KY8OvU09EriTQ1{J?>_z;W$_?qr9vlXZ6^2P8;}({2S6o>FPN%HTgqC-;n-m zMi$rofc}u)p-S=pl|*DJ)HCc{5T0_p4CICL8y3`mbLiO!`4;M*;di7@!`^j|`cM=A z`6SNQy5ISwotx*v`4iOl;VWyi|6BD*<`MC4M0vkO13ZqweYQBC5x;F;tx`6Wr~8P6 zHhOO+Xl_3w&-iWQxp8Ub;7;IAFuvIc&QAW;<0bGD`DGK9vOII_VaR82J~q+m0l$x1 z!+jn|Kf_GFY>Gd7joV@JzxUtT_;p^j0OAKeKk}x-vucUE(BD)se+k3$=)Vbry^7C! z2^pS-^>BuPUd$J%9r78>2S(OQ<}7OKC*w)-86{D-Ini+n_#@P>QA-Lt`%3fgHwbN2 z&qaQ_)+jZT=4X3cJxpz7CHOO(ukDA>7i(^G0qG;mz2NyB*G3iO&nNcHlSaBkQm5Ukv-f$nSAo9L!EU%jNYI!n{5;E+=+Ymph%< zeGI~JU!p=2$3#JVMt{Wce44-Aj2#aRN?vpOvD@kFH+I-6@DJ#334=ezc*EN1d)z|1 zWDDh$cZWke(r1@u)$w)v8PF#j&n|1Ak=faGP!BX1TCr7~g0_|&j-WJt!;dkLY z1jdi?@9vG&-nt&{8}JeHpD@t-?Qab9r2LKHyycm{F|5C5|BWFZ@%kG>y|(W^IQ3r) z`i%7t8Xx>I>K~(z<$Du?kBxD^&Ho=HB+UKagp9|fipdpVKj<$fRpYrFzVxjopM zxlS@TIuZDf{9rhR>b-=)AEEs*Jb?63k>;sagw(Fs2)2L*nWm^l40`G*Q-SPh5BN75a#uR z$#a|>2DNO0`J%o|zE{@u+K+tT59;IOw;I-u-pu0sp8RfL=(o$AfM3-9!D!_ErNyv+ zh}d!MfSg)e0~IO(ePX+dOxxwlZWH1Ah}fUY(q#%pAKjpTjF&C}ZKgSuU12{2 z=jXE8cAsg&N!afud@|8>?UBV$pF#U@IWuV0j|D?uKG;6pL#6b}jE#`LV}A@Y`Uyk) zL;uMz-H$1pzIVp8Z_~@bUXkAE54z-^Y;^|u(LYUpQPth)$4V}LSG8ejMvuI?e{vl< zGQmXq6qmoNyH9Rf-E!4;^gdzmmuQcyozBY$3G;Z(+S&Teb)A%R{_5dyo)q=TO}YBS z++M!0-oW|0XJDe3B&HOOj-XP}W3B2_=$fv!zH9N+~6jNTuvbC`GnV_TRbpoSAQa_rLdR z=FXfs`<$8Qd4BQ!&YGsxXAG}$dm+s2&v|0ol+H6NAfLs2gfPel*W+wE)MRAVLdch? zeOX`k-M9O}eFr>`a$dI6EBS#2d@m8#=e!~)+S@W0b$kuKcYlXYW%` zU^wyi#BtG`VE=&fbwLdAkNP(xACX?>3j1@6fAa_RX_(w7`aUMEcm7~gf8Ea)VZGRY z{;i)7q!jP}wcnd@|U`;T#cL8m3Jrz<6bej7xGy; zGrhqdAisnwx@~)1@_^Ulg?U~#Z5{ecs?h%zTFltoXrKVk2ckR|Mqb|LTX_f0=W)D+ z_uk3+cIg52X`GK?c7C$3a_5L~3h+F=tX*_r+OD* zUawx{blo*cf3~6)(X%KjC23obJCC=7L4T0mMNI}ZG6{-`=7imijOxM$^pZ}(`=M?O zdlJ9hR~b88^m)qnv+fxQhkRBIgZ&1M=U)EV(4f-@_?|1`#ZsN8*eZ>JcuQC-ui)rm zIe0%L%5(83dkMQ}b@<*P^2_NkmLFk=PdGnoXZux#57PXe;pJU}1aW-- z?)mv!bJc@mpik&emzr$87ysrh?5B|4rIuYsyEPhvzsGvo(&>{veLxPEWTqcP`9TRPD52X5YL zbB1*fO#pv~`wfPVQ+y>1>qYr8%+}+5%q;I-^97&>?a{le$1n%UUEKdHA1CRu^P(T@ zhmar3^YqIXX`6w+MEV(K=VQx@TnlC%X=2~&aa*b3e^Y;35a8nMaDCJc z@<9F)2LFWfuk>|~ylMXt?za)%e05e!7t!}mas4Y1!+kUwZ~L#CQd#;%@Rm*l!Xp)7X1Na}DHM$j{Y2Gu*w#ioSP% z`my@t;bjG9CP4i92g7*~{(sFXkI`Mfj#U&&*oyUg&DsekV!Sfpegf7z*2Fw}aWyd+ z{44(7w_{P0VX^4_CCG1IpW?7%T|B{lP+ti{f27~{`X43JTzMD|`RDuVjpOkjrr^Ku z|7#^aZcZ+FCpDAwi(ytzAq@F1(z~{=lkIz%8^BMLA7LI3*DiW$+V%Vn$aj(6wT;=q z`>G6qKD2+rpg+j3b@L7k-t_1tn9BU3CCxc?%TQ%X7_CwhW#YY$Hwy{de>!{ zmu^TE)kkps>nCTeU#9+-+w=NqmqT79U*!I7eQ=KaB$YbwpGYsmo7w+&XBqVqUg!F^ z{%k{dp!!K}@9QhP6qL4%^-L534NsUAuXH>}R5C z@A}@F=Tn5)eSSB>Jm2)Q?%WzPKO5o)@|Q5km&TtpvLxHV81h^6w|)t`yNsKvq|DAk z{8hEWFU|`A`mjG?&M(%^>Q5W`7>+Gks}1^u`9EQ({~^CO*q8Pk5EKvmMR{&mKIQn# z^nQ>}AU`&|b(9)x*#hU;sE-@RByUPzq|NSYxe?~_W9>1-M2R7`TaI; zo#U%~MejSp^=!K_;I~HEd06j1nAc+iC(N(z>FmVov4QKizVB$53i~(g&oGN$gt@!| zw?Fx&y2YHYk1)?q12YTsy5&xV`V`X3FspwB<}15cy^;cbL;tXS-YbR0B@w*dvHi<$ z;ex_8h&R~2V@c4XzC#`XKQP|zxNK_YGh{H&AA%GmuYRv-hWah?pD?T!=MS16VfAiy z8^k-T-v=%4mwvc=y)xS`2mL8a-SGK3jF0-U)8Nk+)4j{Vev8EVMi}Drn)VpvY0@5p zeWLzQf8ZC&kB!InXTcUnYu4n=h3{LT{RMlT9GO|{&f|ITy1P-K(rMtYFuxD}+<$b3 z)%HLio(~dc&m*~o49%%guKfW0kzXO}*M?5}x`xM-ko*3PiyL);9+YoLQ(OJ8$-jYr z$gf>8nXSU?RiIC}{#|ptUq|-x0DFoMua7X~>&ERd=#No*4EaF6_88(Zo>#N+==ohY zhQr97*!b*z7i)JQ{t)K(L3YJxCfGQMo;Sqx?7Di`Zmqp4tX~i3M+{GcVg4Jc{^rN% zw}l`tj31%HPetl1KLz~6|A+dW7#!~3f#1grjm@<^pL&YlMH;5`JDK_tSz<&@bfgo{9P` zZF<2xUha*S%DmJz8!)bK-)d!7g=I59zZQ$>BMkYcd3y}@fc&L)h?i*3`>rcUm)Km9 zijb_v{)oZf;rSc2gZ_)Z|KUa$bZhU$TRkUc#_H#qkJ(|3m&TO!w{G2=n+H;TH8H zNVWp*zo5J$*QYsX+?&JmgUFIP?aOf;fgc$E87`;!2*Y}CK8D%(Dq+69{efGnyD!@h z^*{7SgyDS-=r0(i=eOMUAFZ%YTl5>gH-zio|Ks4mq_O<{7gt1?=9vpVX${x|A7f3tR&-o zczy7|+KQw*o94s+k^Td}_5bwVQ4jRscn7EDOE)DB=ll6+!@<#=9OC);Ui8L_vf06}`4`J|sC@V0{Q1@H&!T@0@#{fSM!7?PiS9rPLXDYi&M@IuLwJ@4ff`{(lD zUvYhg@|LC9*W-s)Yf_@>N zG@QEcsL*21E4js4zchI5e-7dS{y)yI$B-&N17J4N6L;Et;em4lxc$YQ*|Y3cw-m0= zaUVOKd*fII{6_i5cSx!D$w`;KE;AC1 zhx46WXLzmOX@BrnNDpD~x77d9d|~$Ua(F-Z9n)e(yScweUK22(`CqmfuD(?O z_C);=!~5*9{ruSL)ent!LjHy0pP#RMt4IG$uzx2Ur*l5_{0E>H_5XZXnU32gYrdal znECIFXp6^I%haJ>IYzub!eEcX+heG=WBriY;dvkQ_k^MTjr3-u3<$aGRmJ@=VTjL2 zU&duWm67#jGIweH8Gp9-?720B>(>R1-bKMLA98X1wjQP$L$v?a7e$V6ew=0vpWpd3Q^7FVWS-X#X zRT#wApR>4eytUr|m=D*R<1Ja=$#gl7k2$qgdL0jl-j9y-Q?(!-0|7(h!GkeQ^g!Q9;zn1z-snm0u0z0p`cF%c{j@e=^|7)#-b&q`< z3;QFC_XYBnr6Wrh0l$%6hDXr&gdyIdz7)i?_(|uEW#6}PW0=)v3a-?CT>WVeJU@-k z?-dlEd3H$U6Ra2YfiTz~+DqY}b01FXwetOB;nLZYJkC9Uc!2X22CE((+WP|cCxwUl z9a_Cc^u0UeS7D`e*`Aa&ydHO5CpK#NA<^@XIR16#VPn#M_(OcdeEqtM<;9Y}O~5Z) z|Mfjb<&)xXsd$t834=YNe6FAJojmLAP2dmON71>CPVq~O;rk?LpGAe$9ZG}e@aLUw z81}F_W&V`=>l?;lJu2*qA%3BL-AMm&czB2NP=7&w-_+ZDH@f*8j6X`OUxdM4Fdt#< z7id327~(zJ2gCGz9XE#QeX?#h2dJt}n!XJ9hwCQ{{G<8jC>8jYTmt<Hk)Op&GseXHJ`DUuc^4m+vTfNH2l|8j zEWWwTPC}^y^d0x-472-z#otanNuB!?_Tvp=elUCn-#_fe@DVm2_U}+b^p|vQEgV-m z4(J!ZKgo?SudkQ5S2kW*Uj+UpMm#>@|FxegwUX*r4EZ4HS4mb6BZ@6W4QlcB}1~bzbm1CF&bt@XyHK+bdI+n@>yxjQ)l&-%qmkS8Ti(nNbFhx5*u& z_1tcmQ+KqB8q|kq{GU!M?_Vzfe*S|YpGWzXYEM?GH~$9wNBT;AY(AzG%7T6&ze^MD zPMehTRl$VxxwQJg(Aefk=#TW4zH^T#>HiAGNBJ_$;vZq|F9`GeuJotM_TdZSLB2E| zVu&Az?@T)~rQZFK_Z^FJ8umvFJ`<=ojpkgwo+?tZhoa_MXt%#ZPj zFpQ7>kF_)VEYlA9U@we^`xL1Egdu+5cx5qO!(Dg4ePWUi!|XhiFyxbH?}R~qXb-HN z<(FlJ(#7RVMepy&`W|8MH#q;jRUZ3d-6SA?L4Mr3yuY93`2jFL(sQpQdg!nRJD@*~ zPnh%LUiIBQEmnoh3I>q`2UJK%T)IbjDdQP z`28<#3^RW~82mS`zvAg`vq`;TfWL?p0+l&!gX$6ub+|S^@h79RI$$+r^@H znh+0gefM`Pk(CJbjn_Y`d%l_W*I5SMhcrS=A7NN8%D-BF#&3CHcks7_>oy8Uc`8eGAb;`T z?C&v&z2v!nc-Y~C(}(ar;9qe5hwHvS-xib3SSk1*_ikzWiyCwUR( z_QEi`zw>CMPKvWvKhPiakB>I^^jvtqRkekUce7@~-65j;Eja$;w4GiNTi(F)^4R~0 z?t-_IM&1B@MEiR>#LnGY+X?ECgri1YDr=MleMJ5}%e0svche8z0rKPd*vpDJy*_b& z_}s;$xOMIbeqQ{1&!CDL#{O8w8B7_-}X6!<@+=Q&}||A*Or_<3Q z{W0Gl49_d#dSCRi>aA-3m)GN7?D@Xrv&(bvPq_XUwRN6k=Zx7J=bNM+J=2z1j!WAQ}^V_fF-i~t5WPw8!&?+8J4t2Vs@7 zl4)XnBn;0F;C_U)>q-364*ZX5-yiBfL)&AJ|A6)w_}S|p>`wN@=40nY3}=u(B@FpG z`a{BSzZLoSa$K=T(k@pxUqku6bY7KmL@0XR4fDyD9tR8(cCM8>PWt_7YM%a*SPi(} zgYqEE?djF52|ZUjH1hiLtK5e!izEzqzWS=@MM2l|2|WLQo#OlRe&s7(Um^_uNByWb zdh%=6l8yX)rM|TBOZZ4FwV_0B{k=c8mKNlK{-D2W(7kSW{>U=$pM=dFk}m42K|7vT zH4tX`55r7<8@vWySpLo${*U_8kUR3(lFS3Z4CL3F59?<|f9MAL739~O)}?zV57dSF z1M-(J*gxtUVR#<@9}M^ZaD9zCZ!})&+y?m_;k@$-wL0}s-^To*5i!)KF+U>=^W%6; zeQpklS|QE(-!x-};)?kq`&uT}7s8OQPic?gymWAT4FA__kHP<8Jfr`E{$T#X#?K)B zGR*2*Y(7>mA`I~Y?S-{}ApWuc*V6i%7U{cBZGFP?k0yV~;P>^3Jl;25{PMsq{yEee zF#a(78I(*6{WzeZWGhG>@7~*=HrpYpFXR2-=JDMpABac?{YCx!5IdZ-L0m~r%qrdwoJGo)oh!ddysNWy;7rxD(^hNm<_5T=T7L(J`0rDx# zPY8qlp#FYL*(_;lS)h=~#v{zmKR!u+^3L2SsxRRGKkaDiYIA-y#50`l)6K(=w9ZEG z`@Nrge$1*^A$mVMj{kXX)T#wHJz)P%xNdN3#S%SeNBOl_rn!zA^#}I1n6I>KSkd|6 zsgqzYXumD*JKkA&R71|5`1Qpy(*J0RJYPRy9-qD}jxOIg?i)X!{c7>*c-EF*@csmx z|Lcm0^}Fk%V1D%XUw3s;wB8c~`vKhF5$5}`Z=SyM0+K$!eaSvzdu!Fy-=I`=NxYTaYug=&7E zs?A!{xBj>X)XOpc5eEIn|F?PMDq26TQvJc&>qB*2mCQjOP=CM6S&ueH~lAePlllT>A3(>_>h+MHsvr#;YGkrC-me-39VSeJ2e1h4cNW zHuCFUq6ha8kbc6je&pBBu*K6p9jO6&(f|E23C&Erz~Are_RDej=o_f&*m=kXV^-CJkkFC?Ek!>@8c=JZ`9vEHJ&Rian4+cfQ7dN*HHF@yS*czuEnL$8cn*s_$_pP<7< zy{h_$t!7$t} z7RMuoLBEJTqzCc`To2I$`NKaL;-gsK1=2yG1|d&eKpqA-KVtAt;{1uV1Ama8GQ+%| zP5dRgzbn2EBp}S?Ntor|yq(@BAds2Z|MY(jyJf40UYUs@O}3wJK|ZV|o}V!IU!0%e zRFXgIPtTXYc;f#}&8?=tWd2Jam*6}6@dwfSVvrwl6?YBtYI-Ur zV!RL#hWU}dgkiso{AHNwxBQyKqWzJH(uXBo#Pkyed7^v?!+uqquLxK>)mIsY{VLL< zpmsdbQY8}PiSi~aOZlomq36c9x{>A(|BxO9m)D*4I>)JvCVf@7D6vk~SoHlnvHuh( z6wTX{_@yW0^J0G}P#kRIG-AI6JdcXxbg4`~^+jn^i%XZ;0Wcq~Pib_`mu~TU+5SqPRGN3|!<^+x zbRNwx=r68U>2CG%bABJCok;(cRk|Iu4xh)zBMkK!yx7*{s%Mb3~R4V=Ywys+U{tfM2Rcb)M_ur$yzv6mS zdz^MDP`$|MAjOnjN4<_zliS-3)C)HM@r?V!}$i%uU7WS=w0Mz zcK<;@81~!Z_$g5Pc+;v^|0^uN5~%B4Qob$e1oZ;+FY3jb3oBM{>+6_S_UyMC|6YlpV~xh+=74J8hj@R$Fyw3E{EB0G{!7qlr;gpj_>S_<6fZl~ zOLZ)&_XB;>6R%f8N@DQ$(c3_OaeWNa_sRqsjyK9jf2orWqxLRd)1#i0|A74q_U}5p z2x?oBkiYa5k4G5%J;rCk?EZv+^*>GirR#*TC+fOefW4x>>FS=ec0!*>&<~V<*YNO} z$EKIc__FyBgFiv}cRl0lbYQLk^acF~VXiM--?Y^(pKA{H8<3uE9w&A#@XF=!yZie3 zw4KwmKwcQHyC3VKGi=8gc0W(RFuh+=(7iR~q}I7u_B@n8Yt4$lVKd#O9uYsaLc;u= zPxgfREyf?hkbfh;v`%etvmPRPUpv~n*0&D($9$@W{6)Oq5Dh%ZGgaI~DX5 z$J0(slNjWk#OjLz?c!69Gf#TJ`$JHldPpT1{qA-N;wz5dW3gUotg9O2*BEaJgR&yO zdmKME_HaWwJ0BACNKRID2pG!h34$Kar+mzD>&@*~M>VB;+nZv@Z&9ChG%c%-$Nk67 zF9bTeh1b-M`apjiUnej+IQ!upkO$JEla#;pPns^PR|^QsmJ@#%ru~^f=Vo)*neUYl zPjSAUlBr8)Rk#5^ar~Y$J2%PoS`7A&`p|Pp(f81q3NSy)lQ7r^^+ zbbBw!o;y_Z{#$IYqq2;s3QCUe`CG!j9$Ff?h56XaBeUCzogMPX5-mJ4N3I!SM(~ zK0r9EzA`U%wsI4V-#hNp0J&gScHdb*7}i7mbAI|CHnMiqpT_pr4mIWb6NBzO8bT99 z-#Jc$*4NuC-yg#Jvch-r!4nBhKj>R z4UL%z>%(|%IJ4#9*I%LR{9Qnp)xQLWv6Y6q)|)_o9N$Rs)D&&mJ}~}3@p>7i`_cj< zwTm5lFE9c64X_Y={q3J=@owqd zn|wdSa2IMHFuecPl$ePSzs37`0mJiHyLEl9aXO>mdyh!p0K#;CTQDF%`i`XfOyD2N z&)DKo$eVL1Jbn>o^=pCgE^A#olhsha!tn-bK1kNIivxW^eiLT(0>Quy+If;GN5H-@ zA0Q0;`WJ_ieo{N+>qrm#Ka1~#q5eSaxn0~OE_Va_NB#{YO!W`Jz@omp!kaF^exQ$- z-we}z4#B{ed(N|@WUs!Wx)45aD0=F+2g-1`U3ueuxWI9K-3HN{ziex zi0xM*Koc; z4?|0`x9UQ?$Mq2A{>)r6-`(lbG-$UG^P4cl5Al6J0b%GbuJ;SfXYPAtlzau~!F*zH zcb}Y+eWmbyE0pJu(Yepl&kBZw<@6czZ3XN%as5Ls ztexf9Wgpkap}nGuqzcn{{yWt2a^QBK!*G6p>lxIS|l z)Z38WVU@x6L*HEE@)^FQZQID4TFA$cK8ET2+JfN)mg*}j$~$x+ehj~57b0_97xWqZ zC1Jk*9bx-&kHqBdP|v`4%P@f{@^~|-$i+k?wu~xeb@}H zPoqC)x3(pmB0t8> z2x*dS5tA3wtQmXxjN{amPT<5!)VJt)c*_9Mvu39{$a z>)jJUe~`WjZ5IzrsXqq#hyS;T9yx39Tha3gh$kLj73N(d3;7xHV`A1BySD>fS^Zcr zvAT3}?8(zm@4@*9!}Fm?pXH&K-7SYr0C^HlENWBHxXtz5^0d{_v6~Fo`%MK_i!$PO zG#JBrkiXWm{+ll4qXO$edaaA}YYybe%dH@NBn*o~{jizbBkDtoDZ<952!o^H? z$e(e%$*P@34*VU(?z;&Hv*)J-lgIBGd?INU+^59#PhOXQqD#YO$QMyQlS{^3ZtJN7 z&mT?@`y+-O$sQSA%>Ix4LB2SiZJ!l!qfQxfe_?B$`)iNe1KN4(ILb|AaiT|Irs(az|K^4%B@|c!= z^uXBuA3;7V#rz-)@#hUmXDHtpgIfy!9MIwXo@rFtTjuCHh|k!6W`Uma$0x^OJ{)gm z!=Nq4=dXc!Hu9e^_fIn$;K`tLbI8YVKQK%G$E59M{dj$T*04Q$@(sEIKT*E3Nsdo8&tVH!C!Y7O0+Yh+_`iB3XU0bkB_V!hfC$|45(HwZ}lQ-x0e-l4+ zs99tL^rQU$oAa`9Q3qe}M;IRot1kJs9ll?J@}zdiS8+X#k`r4F$xj3QL;gAr+q3-3 z^a8G5j)LK(ldMO9|3Q8`9<)dOwPQFngc5V6J_)d1li_K)!cKU*a za`Zk$!Q6#6XFZ$U6Y3Mxe)Re9u(T?8KPvKLZrjai=0-c%`$GlJa_@R5%_@X^2KT!R zdy+j9hI|PB@0^z;dGDP!&p(~3^uLeZ{lEIW^Y2#WMY)mi{221jMakWBOUPXCKPW#J zvpY%75Epgy>adFk}|$vUt%q}S!yDPP~zX>!%9y&-3Wrb;60FJFo6)dexEe@=T0 z`X#>4EuePrZS6+Hu5kZ7KX7Hs0^c{FzbK#ik=IsyUf#s_ ztMika_WgLf0^$wQ@7l3j{yrxyc7H|fAdLhtOxy}+u+j~A6IVzeZ}z^ru(V_H`~C#_cr%oe~0=ah%VDQd90kD z=Lj`NmD}FG!`CCUn5Mq*?IOrWkiWt!#mfTMcmlsMUmy(r>tFo%-~QZQgb&*0O9sCI zeaHGBVbC9pkF4E`_$&OASig688GC=efH2I5{8-ds`kIh_Rj_}-^(@j5o*LPZ%qy$FI}1S`_JLP~q zVm{As1L+IH%$^AI{RwMl`ybDoKItk`lAvBo1S-0lj8o`)2q!)$<91{7~P#lkT`ry)XsjgZp{HkiXz~%eP3S z8i&7^u_Ak1Uf{o=+noo%Uuu6^n=l|uRqBb<0P%dw3CBoW{RhvK!1Ehwhxr!$(_RTz z3*aYU?Njmng$zUd5a0J;81_FH|5^VqvOmI5|3P~s4El`mlCVq<^3SY4J@3!Phx`HM zLGA4MDAq1Dm+=GF3r~Nby{wSe7`xZk1>}$ZbA`s(h*eEhvh=)!fH1uO1LeD7s9fbP zg;@{}2``;};>e3p?0F)=iYLMc6?=5RpVIg*lHR?%WCHQyh?rk15QBe2{bQJ&53e*> zqbJwt4d@5z3t<=!{p(7Tv(I*$!~2vV;)?jsFnu3fu(CmSZCD>uSP#y>szZ*g+4jk> z|3Ut&>Rh6#c{GBb*RJZbMDt3W=zS5W->dpwnUhjd#lDv#Se3o~a@Q&|DY`!=@aa@4 zy*2S7KJuqJZHFqGwI$*r|Rajzc@H$9M4R zttOgwkRR?7&qo;KJET2^d=B~LdwZ-fAm%%}zb05K>pu2P%5{i0xZbtXCeC_0Yc=Gb zNZ;CZ>jMsa><0AVeqim(YrzocPUX%F_Ym} zX3O9AE?A#$Yr8qh66y)4PYgRS{5twws`L=)r;_$!{;Wp~_PpyKJcax@wM#!Ce@+5W{1yKR z{&lclLV5{v{u1W;vPsYE)HJJzwfc~LBB@F9D|IRRd&r?8H&X4%Z{!j1UXYG8woAa_wCf?JO6%s$T zf%VBPPxsAm|CA2zFGG5^{Pf-2SN<^Y7uU13$D|Kg(RQGZ$iJ<#)OK!J zR1fFbhy(h}f6@{x`Gi6K=3sG zj{B2s8e@~f=8E3Gg!-`UP=QkREYb6lIN!FUD;w{dc2cGL&4O*uoIiIop2P2Z5C(sa z>m|(N?Y5WRUh&nlKtHIx;Y_-RO9a>FKy{strw^}CVEWDQa?-cJE{gy4Ez5!ZAM%4R z(2w*58U)r!O1k}j%>8@dj;(jBdKUZ-*A&{9#6`gRFdhdYhWr%i+pctD(1Ol;z~0e+ zZubu!*t6pU*#F~xX?xVlXXWEspdINU4CgsW4`HxB)SvCeUc%OiUm>2O{q9&8Vpu=q z9OTpZ{~fWfUkvV;%l*TSEXR%IkE*!+?)ankr82<`>Z3SbP{Pw(-Oi<;4`?3@v-7;5 z4|@uwKNx{L@&4A%eU?|J?9k`@*;#Nxx5C1Y$FJb2U-h@wh@J;P`hx$P`?o{R4%Kvg z9z?(}+dl_KNZ6MvpO!5lePOtX^2Lw=HwJCBU%>7g3kZXLBK;xLrhOhDF$bb|AF)3T znLqYNx2y!dKM2Y6In?Q66W@>T8ol(Dl0_-(w~$}EoT}HCG<}Ern8@$YDJRz3PZ`MV zBlPUxzdJXI-dBq946SatvHO%O$P4{f*p<~b$wO~LJVN=0)ok`iHvJ*}g2p4v^VhI< z_G$N9MBit{`F01+ayM1H$-WmL2sb>i*!V>l@DJw;A1qyOHB%1s3+E#Y_j_>t;VxRK z-CK;f{KJ>+j!L~I1^XH5e|>LgM!D#Hh&bM!E>{|k#^05t`~8AFF;SJ8A$LHZaJ;?K zLRNp$83*70c`W89VX(Ic?J?Nnq4pT)+u9z>*GfRr4*3)t?=3!`#xUeFm@iX1#1A}= zBn;;-$WQkF7Sbn%pZ<#>pU3sF_IGSO3u`m9Uq|u#FnbZh`$v)gdp%2h#^;RV`n&ho z=IGj!mtcM3=RpJvAE*5)VVIBT!~VRU%=$MH|0CA;m~RhQ%l&^u=!hNaUwZ&Q(LN%6 zUUjnjZV38-^heJ6&upDVKTc2N&*_(b8Vv=1gZ`Z`Y^D(J|Da}id}t(KlwXu`#^G*~ zPe9)2U!q2rPTDZ66WkWS^)g&S^c`^Z30B+|1?$E299Uf0I=cBO*f-L1VCnBu2g{V$ z`>+HDI~=*3o&KKti*A@D%#Z##*0%7*%JpY>J?_YgeStR`J41ef z{3Hzd5zolGHuph?uxOs|-tq;aQK8fpP znALL$gMUJLArth2ghsK5Pg3#s2Y= z!?NV9&cgFFDF67g3Z9FN8$sTfFEdQa37kJc_E6ObC(-veuzo@q-tUI=69)VE2g@>jPTW0vnXh~k`xGXaQ@>{hvb}nzJ+}sLU4RVpFc_FTX_BRc=Q0rs@?-Z-*EjW2CW@q zJ>Ck=%W%FE!e@7^&UFC(;CKwP{D(03OZq?cXZ0!8&dw80c;DIn-{?;Nn=em25E16N5WoVcPC#EeXj(^Kj|&kqP$BD^q=sCZ3#ODs>1WEgu~)DJzsoA zmE~`zbWW(|_7}Zh0NYPlMY|N+mx4S9+b)hVuHDY#)2UBpSzG2zgZrGgUr(Or7AJH2 z4af)WBiZ#*Y=Ke>oPVIak{8c;QvId?>_Pl|pnx#+NB$88|AhMyhFQMN`m_6@$=(+y z)hy@>_iJ$d$!WjxZZ28Lp05;~?q}$2{&e#*XIEg%g32IWJT`xDlF zoc(`+^6lL{(q!5BYswPsxeKx)p&p9#mP4DzP-^J|*^-V@!&oFwLN z3SwA4+DFR6L6%SE_viUq>e%WZ%_q-rf0lYNBTRZgGUx}!8^WL;sE=o|?{2u$;>-DQ zwoR#Y!}E=hKbwl@OM9VM{Pg(*-k$a{Q!^%HDPZJh+Sk9r0HKkjCE@hwMQXw~9`JwU zPx{64DkoO=QrkfDotN~y|10te{2$}*`8^*x^ozU%_XBV}=i6qEwp|ep=UY?6^Jh#j zICXfRJNQqepJ8^tA!Gi~m5)z~&f`#?8J^1{?`N3u_)M7lBi4S9=(`|cnln32bYBJa z^FnCPTRScv1pZ^a{zCFq$+GjxpwCDjVXl9yo#mITo!&1jxNzae=uRVRV0^3(GVH*{ z!*-}|LP`VqW2T0%!GE4T`#zr_Gj@@a{nq=6bz~2jH*Y-Dcs-cQ<6@W7CtKtfK>mUB zG0gT)7soYqO57RD>uH3+-y^>+Nk(#7ji}-yc6bu`jU4t@V?=Ncl}XyKf>Vu zaQu8ZwG!RWyP!Uc=Us&1JOKHT-y`(G9?xzNzfj-u4cm?lYB>+`Cv2YMk_W>qo)YHutNh)PARr*1kJLw~gQg0{{@u2*yv9EpE~pK|dyZ_GDY{}Z%6*4~5WXZXOsWyUTA{rU%k zeWLuR9qbw9cdI)2WFR1CypD!$loZyhQ(HZm=*IV*n z$L_!BUE%%@^5?eZ`r1N))&Q;#g|yUYZCkK^BYab>69$@l!c?(X1~*R*$x=lL^X_&<(! zcm1C#U!S!+KPl6SdZ>G40`L>hE6Vg2e^y)kzx;+U#6z5~%{O;b-8`J>QTwQ?XmJ{Nn9`czq>?j z`*x6r!#`LLzYio}{k>^_$L7nB=+(YI#3S6lvG%3(yc)yweKs~8><5v5)DG{LL46<$ z`+w9g!aP2fuP&UV@_YfrvmxU788)W9CDI{7?O;62ZwZ6_;(UZ* zev}8pEMI2-XYrL`R*$F{HgLz^C8GKw{=dTVX;$sF4ZvR;v`Q$>*8 zf8md{pg-mpmFe?Mu3vrz^*{8-gkgV<|7Y#2{#cnFowCopR*sz~-_O)&NO>dy`i}jp zdY0bqdOcf~J =o}nhbcp-6s#g^!Y^UDf^i{oGv2>=K=y?yMzv{yvy+4O*A-^ z1O3B#I$_w~Aiacvzvz!ye|EoswXY_7dw6u`_j?6HVZVm@`KV)8C-vqE*nc8D472-s zkM<;AZ&}ZQNd-d!7l~ml+7_$LCWSX7`f`OH~p7Sv!0F==u7?MI#ocLOer# ztaxi-*X1h1#p#Ht1+ZtDmB1Nm1|c-L>;QPKPKMvDDG?YQDhI~mdU zMe+Z&bIcbEd85PYd9}r}rcUq?ecvk<`y&Q_;?o|(d{}Rx{vaRR4-kfUgY_xGpkK&e z)<2Q#g1YuNwk{a6Bq+4EYge+J2ewX^#JwJ(0hOAYG5?Wgub_?L&d6=1K%?s13uX?`|J+FiOeX&sQjiF8k)NfHgUToEu>^%2>_hkw5 z`~NQvk4VgVq6hmke^1svk%-LGRCRSLp)f_&-!h~fQr zH2$eO&bIb5VZTQIN6hWFUbnY`&5f~KpX>V-UiZph2mHYQ*N>|IzDS}o-w)RBU-SEj z$!G=UUmChJJ{^5*DEuG&17TPX=3@7sQ$Af(!{SAqA zb8dXs0e^(_5{CR1<55FZ_dk84mvj4hW4fwY;ZOlTUn9()mwL0aZJ2)AO71V-G!$mP zQa1qqkK?~-Xs&G``^YOQ{?pztytquC4 zy}aw^YA!4u1o>P)vHmeUi}Zys=qu(^472mMclQ1kD^ENId&2nhZugNNj(@@-zr^)4 zJC+omp5X}hKT)5Xn+^RJT6rJ|BYkh5E@bi{BqVJam3@x(w(?efl)W-ge;e9k6~}?`P#}^7rp* zaR2|gWQoBYo#oJu{adUj?LM9}AN&>CSBp)|e+$F2AReMV5QguYQvcAcEVZ@ZDP(QpS=09QBUt@iUFz64)Gs19R zzkmDwus=8a2ba_SoBf~OFDPL60m-YSCFAY4o@r9-KF6110YA+Wc5r|8<;!uCHNusk zAGjXEVE^cEzUubXN*g2r>p^*bHR|lERG9$&7UlER;o_yc<3;yD@&8|!rWSR2aGb}N zuLZ95^+Qa(*37@+IVchDkvbHcxSX?N;6{yOLz`d`8@KlUdK@rJOG^U*~& ze}FyX`hFAkBL4n%_Vrt2p9b|1@CHFfR52+EoZ$?b7P%?2!xlnnaLK=-PH723#zEYjgRBO{#tDB z!VbTrCFO@`Li|Pgq~}dZ$=)Cj`3|;A?+br3rlc$QD{(#}l>YH(&2W<-IR6vdhft=o zRKrK}Q1*P5P-g1qYcevuAYVcG$z*z*9`K|P>XAsF%$1sXNtYG?zo|X{ad3)81s`8F zxKHbqfNNm?IG=2m{0IBkaln7EehLY*e4bAZ-IGd{Hlsff%H4KIQMj}N{1Ng?UV7QHk3IXreoA~_ zL@2Me>-t~c5s+U~d-tJn5lbT2`*?)%Mw6${Ikgzhn{j-3qfCE6{4Vv{NFT)1QQmD7!d<;{*C?w44{X#`~gCK|CH4rb69>VZG6P#bs&c&(NB3mYm_^A}r zS8voMDc~=*D{K7;lzF-y?$_b}3A6J~p>mJg()%p;!+wqWBL?~ikMW%1rP&Di0?JR> za>Vqs-S(`WB2<2CX5{oV8tT0`zDnN@Gh4cC0Q*P&GEDdXgerp-zV+Li59g!EFO{*C zyRWN$1bXTJh+%!y?wW70|ALU)yUGKpx5L9mvHG1*<-w10YY!($QG6Auywke$!^Rr; zjsI6QT)O6|-PTgB*z|Qs}P; zLp)w7_HPWw;Pc`_!VoXS^>BtEK8foo48#5x=VSk$iSeDa!+lKT7qzqeMX0vTVv0<* z9J`OfFw}Q(ebf&6_z&jtSBqC`v$-$`_=W3N@B6zZHo+IO&XisRVri{SfDW zLUjviZH?B|oZsq>hTClNjKTiVUe&j4Yc@0SW#8iwb_|xXdvr+w){pY*c-eo}n0nFo z%dmgP%cUoB3Wq}erZ46nVYrWg^mLMSF39+%%ih-_)X?lBxxCY2(6342{)EAQi1!Dq z9q2*+Qajk2IG^F|RL>A<)R_J~KkF3aJLoS7gT5nugxT|7tUv5;P#)CI^_}%UO8jOx zgVxho|KuLyw7IY!#Q4y~d-~qhilN+pcR8Ww^C{9B=tY0f)nM$~zK6Smej@+6&eA@l z6C?UQC(hsX+1`qr?vFvA#)$br82E?!N*MAH?BC7&#K>8LCO|%q`p|8*zOG|mWsoP1 z-_6~`KIpCv+fNF+ohtJVw7UuRU?U!1bFx;CkVr##Um5n-eARJu%cgS3kHq(-gbdU7 zG#Q5c7uTybva{ULugAb2;`$h7{#0wc@Y=4(4E8+^p;p42H%|KvBzF@3w6e2wJHN=4 ze=1omriU=(C(-RO*mvLd80vYb&(xpCfA)X+KAMm)$QReg+BY-&>HK#zhZVb==dQ5+@LvcVHydPzlm>$A#|G>CC2KsRQ)Xwvf z9?d^3L)Q4IexdPo9xZe8lvGtPA^*?tU~2Cf+Vv#7+hd3yZtbyZE%8scXY7G{^MheMsNcH1kIp}2GZyxzgbQ*TO6Ok(`#}5F zy;Trs_v{tq3&?-Mz%N`s!x6L|-P%6sn~$X_3#q+VZ>`;t9h-rl$p2pPTRZLdv*q^G zE4L;uW41lyL)8A`W~Tbg1FECRpY~Qg@bg>W7M@S^es})r?qhSnzLDNOWT43n1LF%}h=({{zaHaub)Mk^ z`7Y{DKga&*R(U7Ef1y41TX1pYqm38X{!`fR{dmn-dnxW8`?cCM#x@5k#*_T?r+;*m zl~)FP#q}5rdwPFv+#WeE(qF=`e?|Kw4Elrdne}%h`V1yL8ouG-Yk0oFU967`)AI&G zhH3xIF+Hy$G|0A1^xAZT)mwxH%||XvKIsSXOuRqknC=S;4ZFL2^efMX^`U(eX8V1i zq0MZ?HIYNXpNP+Q83uoZ>!o&X&xG0YRzgEh%SMMjNpgCm4}{_Q29$^4k>lENC$7T# z#&A5N&`*gvo2__0VDxiaakb1~?mzl>8G5woNe+BJ2kGr^F+=};{{XOWjJFIk`Ur!* z;e7pbDkdH3)d2FP|9|e%+eyI*;vKdRFwt3)H`5m0_lEQgcp_odaaaiCD=06*kiQ{6 zjV&5ATH}iO{>wPV^!@EuNuXat#quM}^990?PhmVASpDDq(eJByemt;s_Ve|2wZJc= z&t#tEjBv|8;6Hka$0H2#L3=AzquadGU{BPaFpIx~ z_Q-vc?s|~j_Z1F0-@JR&A8GJ+C=bH$K3>!x^R5Ti$qjMl>o?!ByZq`<9gq*M&-}tX zXUEOPkZ)rDA@es%^`2J^{n1|$=J_APES?S7ccu4;Uj5m5rEutiKSPrbzJ>f;eE&i? zY<0?yfalGy9?aKtjn+^7x{i- zRK~RD&y(lFeOL4cqx)s&8c*=!{&BR2zIXhS0;pG`{f-$wy)k9rE}#eXW6XU0rVyP7 zpa&u{3D^o+H*aDJWl1a{sl9BZ#~=y!Hs$WPFp zFwFcB!-+IM!}R_>_J6)#8yoklKCI>x&xgl;l9>8_#A)!aXs?99AD}*r>$R@ar!r~K zPh8(P%VEQU3K|ublfIAF+ti#HDhd7+{l$0(rReJ3ySP6YFPwe;>?;edU*m5E7*B~` z#Or$#B<{J4-S-pp$5`y&7^eGuLc;Jp36uw6&|jo)LWY8s*I6TwAK{Xxr+4`5;rd`P zLoQ`O_ypKbpu8-O?W!)`SqAIH{uUSePJO@92K*<|PngF)i#L>m0a_=EJ?L{7<7TD%hK4Y(egB>6gt#AK*%V!UR!h2(E@{;=!Zo-ZK&Aw83p z?>GGUWIe>MLE`lh27lG7J%;@|>ObpG-%}A1hWjgM?}TChkMywqsU)9C_dQ2CS$2_S z^|Q%+A9S@dsQ|AFaD6dI(6($DHJrDYCDCQ5t^t};p z!f^i|_0geMhJ=mtFyJT3lQ8hJJ@#Y$$0!=~9M=NxyCZ!Li244RVppV8w4ElleP&@m-m^bV1NBngx{u)6Y6sa1)??W9U6o=&bBdv z!dyP=dA2`i?acp98CTW$u3I1OZ>P*CZP6Djm57tY?;`^`P(K^Koy&u>Zv83B&%A`VSwu`y#xFi`lp%dM}F6T6n#Gs^=anEH)&JX zC<48>J~yq)TeJEZ0>5xPH=(Lx>ow8;7m$88;m^^pCU%AR*;8zPZmZ7tbRVLxP)Fmr zYwjDIu;zv|eSgKLdmNVBGV1#0@Sw1;0(D6g`wQAsxg_ytdHdK}A?Ct?r zd|$wu;W%0!VQyax)B9@P^Dd;zk9>L#_<`%2S07UPvtEw9Z|E)P+BvFHS{L#+wD(Rf=Jhne_x)F0V_t*2P`?PPzNP-cyVJ(XDLvx* zbKxJG!RIcUvil6)^QG49SXGn`^2O%~!+1E~dut4*bUabHU`R zB|i6OgMMTG1#=Fo^xba@{v6l0;CzX{TcoJoO6_0A?<$SA>TrVOyWqdcCP#jILH>mK z6k#~;Lj71MeZ9P|o9O@V`24~p9m>{9MezKMFvM%5Z{cZE^)TK2kbj{*`1qXLS+;2b z)I+d7=CkoKv><{(Nr^d4XnV}AlAEW*)+O8TVX?dCZlf|R@ z?fYH03i{*zn=t&}4Eq!2^|i(2w@3I~68--O>0kU`^O4quEWUqTGH}q1P0Mfa{nwJ& zmHNxv9ihKKte*^<Sx8vyq)O~my1+A7^Dk{8`qLH_#&-PaxeQ5XCX zj^`U(8PK=Z64tjL`y+;W=e~b2oZn$SMg74)W4=Tf_=)j^wX^d)-&3#aQjfg>`?SaL z5X1ZLnBP%5+_ymfGtBOj5a#RmtyCVfsjDx@8|CR|n5BEeJAj{e66W$`?Qh8*{EQTq z4z~FN`9AWW;gtV_n}}c34*L_DZ@<(uNPmrHWS57tB<5i}RM(bfXiR@!(<;IPt zWeY+6HsbXYhWLT`24NnL34?z?ez5i>H2<=c`b}EWwd_8V_p){ZhnL zYxGuTXdash_JaO+je~)fp6&ygE%f}FPm8|P`MN>Aiv8DCFRVHs=neLY`ngVb_UoXk z7SJEUdRLc~TWtn;I)~{^NSqO{&}2vMnCsC(^$zU{ji*{{!&X zxSt^m{s8kMhR>7!u>S16)4D{JITf2HL%c%%tjqcoy>+b_>>tqn3G;k*-7{Mkm&ea| zK0{cU)yLKwby^YUq`}WC*4rPJ&-(cn_Pd@Yq);GaNiNf+aNRV!LgSq{65nLb1_7hcM8G`au}# zx5!WSJk#gRs#y*zjLm@`*nhKA|M(9BqQL%fJzFN3WQ0|U?kC~?YKvFr(GiBC_Xlyj zt$G(y&pM2Q{0HT~U2r(=MM-aqwfE$82kRavo**GfXZh2s+j`4B!^eN8n~ z8T>ur7iO_Vo2SEikiR<(^VYr${{ZzI)W@B{E^{}Fzi*H85$5|t)}BiCvNNr-#I&po zuoqJ?y@WfalD!k=^4yuR{%Y*r$5JlDFNWFq*Um4Ng69vOLi|8^GaNLSFixWX+r5|DaD34vWw|iV({RsGr>)$PP>fW_?V_|%3-#vcgnvwP! zpx%V-dnQJk-tOrI`iS zP|w5X2}8W0=dnNVvpr6x_3f43X7u8H4A}QvF+caZ>%4T>8^!Yt!r*_A{=MZtL*4(j zLHt60K^Wo*@{hH%`#ywag(UC2KRd1HnmG>i4eg&Wzuy|N#?1QcR1e@U#+Q&xrJMU6 z{(*dg@KtqyfKTx0cjV{V7yYJ2Ki|ngR*sV3!g}uMy9V#=qtBd_^;1}v!s9@?_ zg{UI%_lWnKyVRXOI3CV32-oG0zH`lj$KwMtW!%?yAFt>^?FW{3j6Ikq3;6-^^T4VL zxie1$!+s3&{R1by$f`|Mgy)f82g+rx*O|A%e2Bv||4d%<+XnO(*Aw2Tw{^XT0QiC9 zMf7~@FtRKS;;orj9ucF;g&%vkfPNu;5h;5v)CfPp`6Sv)#HG{3mM zHHZ0eyhyVj(nt10!TtjEBeHZ^{(d+t>5pD?tMe5#(fvr)W_l-GBn%U|7iT{jc%d*XVcTehoJ+|-BoiQ^v%m?)RxEUI_leImj@5AOE} zL%xIZW&K$^KJ?`2^TqoG@O=dwKSs7>^o7Pm*q;*)JU?(x=|rwCF^IXn5a#v8n8-zs zjb`2je}e0c`M6~Gi=aWkk6U7WAq@0m{hu(L595B9wI3#b$=ca|moV(l(Y_8J$O{tm zF68qct{-djd|wg7YivIvc)Qr#UK8?jT>p{OAMslo>LLHc^~EYR#1F3O3hN`>=}F?C z3ln)gJr*(Kf4H959d%R3Et?Jcj`dE${QM~P!tVn&eh!249Q1#&@4jEHwi10`6!kk! zLRxBgjy=4;h4PD+t#Unk_y^C2;`7u_qW-zv)vJEwwv z;P`}LJf#1al#A8x++AFMj_vE`((TP0m>=mS%*Q`={JN|~xDH^XkFfkHn*X@V)IJKw zHgSJ@{945#^P>v(f#W5F&vl!so&wJ!{}P8@E9`q9pU30G zNn^ghuM6k*krMs#wDxGEa(**>iRel6H#PgdY`n}%nlEw9g};aPrGq`9yc2`R7;Fvq zgZm)JuM^Wdl*cx8f%T#Np4eTyEkPrb``Z%{b3ztB^oIG6ef3Ef?wv zzK6hlbCd^RSPzbOQYuy6*h*e5gPteMj2+hp1v^in8s5DzTZ3j-|6tjmCdj|r0+~jaPxTAb&8SgG1vbyhwTQ$T$^y>Z6Twgf{@;_$?GkX>xG1Y-)PT-VLiBB*8g#P4BxkC->$}RjG}O~+!bDrOD4?jgD}kMo5`tjtpi7X z<@M#{rwO`2Ny&h5{mCtUk%=AWfjm%O&d!z9XslBK`#^r3-Co`8-EslM3#8{f_`@)LU(WmdQ98Zd{eLOje1`973>qoOOskx8}~yB)`#*+ z>p0%1I>8n68`nda>uXwL$1zS8_1yl`CzSTM0^e(mr1>u>zUr!$pAY^9_5DH@>$zL= zJh*=%4DlH0y>RZN9Yvs+m?{Rz1s2lL9OD`$ze=bY>wAkl%1^glALznd|E6Zjth4r95U$&hv zO5)C2;IFq>ehkl{{Ul+KFZu(*AYaT!2t&L={bZQkXS_T;Ebsl3c?vPapUd;sl}y=K z0Q!phmf3yD$fG}3$#*6HpSf`A=|hc*a2|#H%v{v##H5ubKp&2udA66n!Q>I#-)GkR z=RW?84cyPIa(~ z2R(mnNMpubFI8yA=dUet>%75e4e$@+!?lD3Crh4+{@+3EC$Ccch;%k4HCcub;b_XaN2S^Vgfxdp)Xt z){)1zEagqcY2$R@d>`#0t6x^lzXUft?iFrXhAJ18& zb8X1@B-l?O|8pWto$p^!1^Q86a?Zr0zO~8*|AqX_c_y=Q#mguBJSErX-r!ctt8iX~ z&KdkrV-dB{stBMeP-vHNFV0!i3pvDV4|0x*KvFb(4cxC#(ulKE$$+2;BMd!)*{H;WZ zwuBG!;QuTre}-9op>XgOy}_eJ-#fth3+FAcT`w*Ao(R%g_@nr$WS9Zy7e0S`%g{&p z{kOsWYOHtPPFc|R*tywKw}`&mZ>yv41Rmk*Ck*>Hr2qDpqyeMSI)c2g-cK0zZ^&Q5 z{QfrUuSWjk&IR-4U!Rm<|AqA3m3!Gm(P=K|2hztdZ=dBpZSyzL_Zm^2cM*fX!1?YL zq;xqcWefI-`b+r#Yp3sjd9!v_k13k5^t_t=C*_~S@1jNH=L{aU8sY_xU$iD;i^|KP z;9uKg`aX(x(UH8CfYHA|o~Yl1L0@n^4Ab{Ryo+weom$i24fcuhD*AjULT%H#;b3z%n9BRbJQ=wyxw)MFg`g+va1~1pAiQ8z~_rc1V?>1R}J^^aX(Z%_WZo+!tYRzMf!`K zc5V##wFvw(uAgC64=wgx`%*(Qf!9xq6PlJ9*GvL=p#1LJTd&Cf*$?JJ`tDD%?bIz$ zjmPi%>*}t3XdDaj!u*?I`d^jz{c_V^FMP9Q63O2`n7zop@3D~(pK<&L!4^-`R^A19 z;PVecJ~l^uPzHMOynM{P*QX~d7sW+by@7aw{C%?Ruj(tSA5h<0Dz*=XuTnjL;bX-AC#e#XV{cwoK27sI zH8oBQ^xVe%|I_ps6UFokkl$hcO&H=2*0)%D0_Bf{p`MHM6NdXO?JcZtQz4>|E+``Bb{%7{^I;EE7h-h2m1p3DDPJzG~O?+(N##I@fg1J ze=vRD#JgNCMHsfBGt@hAyz*g!pU09S`F^bYeV3LgZ{d5hQs!cL6IMD#{*f^3FEQU{ zIEB{BFgss*Guz|dg<104e%@p&%2nOn2=NK&Ck*RDe!Y2gsNe4yqVKUHe+l#ZP!(0( zoV)sufp+BI+rH8X%WsPQ=ZMe0Ez}LL8et9V!}fQpPI#GGOau90J7HdLeLv+|_|mgG zp&k2IN_KcM|Aj7$kNaD~AP=-}hQGD%&+CKK4(IJSU!_vG{cZ&hPXC8de zVf(awPTj}C_qlNV54$EMnmlg;|AX{=s8{chw7LZ1E9wJbpa=Q$p3oa&gS;`{ zVdJy+hgkbJqOWSf#F(3j{!p(NgyZ@5it}&%3*Xy7{rjYF`AJ8&t(@LZb9Uu^$leI~ zW0<%f4_lY7m~-P<0jhMGDQEIM}7G8-!<3S;~l}jV?3$$%5IcbG34iS3^V^$ zeb6w(sp12ipW*X_!Cp|_)v=k6)z3`l{;T>ymjT=5G{C=Oen=Re$MrGH?pw3|?EWrm zXXgpk@2bz;sCf(iqpz61gn^&ZP0`QiSWVU`aO=J_SV^nEvP)}Q4|)s=e& zTq!H#@ubGI+k1OMQ+{4nGw{}u&;5>be^Qe#H?~OQKHR56{xZz!=Y-+?PV~n$&EKk2 zoQ}c$DdgwpQ5)sLZYe>2kNp08aza`BqYTdf&$kjk>6>o^dqRE?R((tTYqeEB^}3Y; z@<4qf%;PD;?7XLTu2GMD>kjezg|z{Jk0+NOf#)$k)*cVIYdmiyKcA}W*{x;ftYvUN z4C$|Pil44tqz>^B^|LPJm__r#PCy^}x4IiwG<=R1f`0E4%a1VJKONW(mr#De`nym* z!1_OB3offPXRgC&Pa+_+Rv&G(N-&)Ca=wy+5R%VRl|!?<=X+U=+mTbN$x$J#uD` zgnSV7qyA-)#qFI&{QQJ4*aOCghC4mBozs)!`=f@3A4?}KUJCnJYJXCAT-JUetPjU) z^ty87*a|!L|3>fc9eQ}2)2@Yhf&P|ZmOp*(-}d@Sn;z8TQNO(I;1=05daXiAXer*5gmNIMLBwk-U30!)YOYkc6KXva=EL>3bdI^U%5@Le2l|iS`p5U& zUUpV8O7e|ZKM6~POZxqbVL!9_Ukv((@smA2jr7HAq@Tj>HW_~SL335B~2 z@&33~I;Q^#hWj?CZ-2Jh5B}s*4)Q|();4GJ*|B*&KwohG+?KyGHp{L6^b4OS%=N1+ z|G(($AU$mlJ!EF&-s0!kZ9jjgA8UOL_bZVfe*+Cvs_ZX;J>qzOgUhyNA6dZi zS%HK~{PV>4V5qN&S0ctgiy;4q^6t2imj! zff0jQYg~c_XH<`nf)K|jbue|dG`G-0rdxeh5TdVhY*(ax3PCD zPhs!R2nd6JKzXos`hFj8Cx0!F)Aq0|?{-49ANnJPVLyoSkh82Ax7@{(?LP%_!;-V= z-iqGG7T3E3a!x|iWoJd-b3^{fZHjO9xfjp;k3jB#Oz#=L8^Qlk`_W$s_Yc&=`5W4Y z9AdB+Tt8uUejt#$@j6B7%qgx9an9i_-`}z31ysJZL%g6&@-^d^Nwp~LkR*T-x z68m2PVYZ(aC~WQb!~5!c1=sjyz;hthe4^^eb1v;0E9 z@OL)eDtqc-Yj3Wl)#k3eOjgSw!#JM;enm86MH8^%qBc!K>qn9Qv(?0JNJ|5?yswA2Z= zi>n|%#`Sh^?fY)TT+#QF2n!N>1jWAtdhvNxJFA6m7s9zdss_B(@^wg2_(J_v0KtExVBU7cdQrUeeK}YwhQJ)9yiJ}FQ$ zyzVyafe*|#S_6y#ju|c=Lf7mUY*uwpH{jy8|KIL zGEDC?3J62KjQZax;^U=mVWRU@@%}+T7}nQE%wNLrz7ob8*8dXjk9dE5qL)2S@0YN4 zReGOB&?!c1mdeBPVE?$j&K>{zR^IfCeg8?&dA~~++1H}~5s332j#<3#95Kf@E_goI z&o0ZQP2V*INxUI{-{n##r@?QI%4yR0T}n%ges*32{KEBic^NKodz&-hapLt62K__- zM;QDY`VS2Wqu`h)Yr(&X@9zl+!}pqTJi_cejkQZTlfTi}`|06So5#SdFX^L&D} z)A#=cgdrZGyt_)B@Eh=_3H~pL{*N%bPaq%+@dxdz>z=iC1CGbBdV-*9LErR3g^?g{ z27woYJ#mE{Qnf!*WGEn<%`w(;rsw`4@tvViCWS9V$^5Ctez?85u8);?Xwxk zAJ?O)bNRE4^cj#3%8y}|Ul9g*;&_@SAsTi6`GG%d6|a{t#0&9$OTe%Lt)F3*4-tm* zGh8oWIeI^mJrDjD(w3BTzxX1;*VvCa!H;E&5*!KCgX5D|UI*M4qo{UwU+8*1A1Bp6D2) zD))R}3i&(ALuYYGbl$neFn&7>_K4%@tS`6kB7Yd@C!ASu&qnhD#24g;Zl6epxCM&x z&**vGVV0@q-*i{?A^GU8y4q?y{EuXm)IqWQ2t#}q*NX+LeH!^Q!f?K+|8IYgkNEtD z^#}Q*f2018f1v+izfvzxoJPB zgSldg_<6z#FJ+$mi&albPy83Fm`Hv67k4->dH7!p|5p>V!~R%r7SQ+*AC3QQhx`cn z$J*(B3+oT@7WqN#D*B|~tUujH6zB(j2ddy`2NXYh;6~O7goSu zv>$^>J`#K9C-Hoy=jt!J)o$+ue~A92XPC~z5-k(pH_ET)-Gqq7HL^TE?RnqoReoL) z~-!$=#S4y~U#{e}mR z8_W)k0e!>u8`ex{8C;MC^#P>E@SAGMw+(*mKAXTu?f5F^Sv?^i!2X04So|go{6P5| z^^`2Im?Q(=kHztf7EEh;_`HtCOQY=OVTx@#JNUA8#40t!-(C`)#wUhEa{KQksnTQV zOEtcKAQ#rj4VzE6+-k}&MI zaejvBeuThu&=2MHx4%d@(|D%d?_$3{FM@m#$2T)`Xs*2algDSXNAjwknRVblvHs9! z=$FtBeMIud{)C}_drb9AK_6%9BgyGI+56stK9QaS{hfVbKY{WxA9Q7@>)d$|-;saj zQGvqZ{;ur&TVQ_TfJ=9EEvP?=>o*L8{i8lmJLHq}e45WS>7*Ax549r(dA4t7`K0+> zufydJO~Jn-KP_~G1qm9*;r(ZnkHx~sTGdXX|DWM_7QuDdg)c<+7jV56tsV{Ie#yc4 zA@=WkersEPP&%AeVY}s|d3muvMc-FIeYD(p^3F)_=@1`qJj=5e#(c1u&GpSP|MjZW z@xHKrdLA)+Zx!jcygNe2e}*pHSH|)BZ8{QF=JyBqhyD9yNaeh~zK^}{E9jSBJn8L% zq1<0s^_iJsxi}o=L;WBO_X%-4tL61Z*FR5!`VqCS=>2O{^IX8FzgC3leuBX2z$Z@= zMbY=NP@er&Mr{e)cpUN-%-0Aj(EmFHgn=HUmtnfU$J$xFSF|we)D8B(8TTVQ7-y<1K`yqzu zK8=7d$e-r>99X0_b36A(0}%84VxZL1=sB$+kS`&B2A=tSW$Gnat{(&6JI&L{+N8|# zduy$Ga&E_0@_fYF?5xLC(-~l&=)bKS!k%aj{SNKOk3n6!T#tLL!}nK%9zWbt(Qps) zUz~4H%d5hG+dY-$QN3)i-UhXi-|S?KX}yC@UoEyRG=cX|jl}XG4E#LzFNXb|upN%3 z{Uz(q{1IWkA7brvA4o7{`>U|P_u0IjHZ)j!%!?JHK)-N(Ha_aBZ+{p7_J;9qm_^0$ zd8_XNzfhlt+1`2TDSsRE6Xi8*`qG*KOD6$8ip2C027SW(mti{J6)?>7ci0Xa%P#$A zfV|M(4!c~`)mkeX=*RlvaMQ+~XS&XSd=BM3e5Csv$1yrQKOA0=+TrD58+bn(=^y^P zJ~8^91-pMQAPn@NJ&lM~?p(iZAMEdOJ%nLBh(~6OD-VAmdVdA?tAt^F;`0;%VbE_} z|H$&A29u&i-;1ERHUs%?k0`@`#RD~3{k+fnl!BTVLjz2ftPdAzXovy~WW zJ`B#QaJ{xCPIh#DQ4jn;`)8Q#S8T7g-E_I{1oaCsTzJJi25-{j|G(f1m0J)^YBmnKB~f_gGx1Fg(Q<7yzkLHb6oin%R&{l4lM zdVchtp7syB-s1W-x^?CJ1-2nF+en}6beuec_XmLg!}07~f4(W3eggQ9{*bT&y^koc z%P;OKBPTj9L;CFArN>Pm>~9r|~KuD;nuMm817D1a?h>_FF#EfP4w*wO5YQ zEKWHG`8viI`*~K|j@=f$4~qIj82knG-)fYyrdtEVL$vpCBT{ZO56tBK$1OkY7_#;Y zV4Qzk+SQ}m#|UBl`24uCFZ}?U<=Y0YUlJ$zB$%gwRi}pXG%YhwVQ9+gMT#@(@z-oGss_t z>HjSP)<2o}&DvQ$$lB?DLxL&EXSSVcF@W=4tj|rkyR>fPcRx5!5#JvXOnH}B*1R_o z=o8r*dY#G#30>sY~27Xw!!(B+e)Xw*_Gt=%RX%zki z`|OSV5ktO(^s;t#UNWe!9TTEHvC#s{%0U3&X75<#u+?;m2CP zL7$NSgdrNDeGmrupgb9-|L+OhPv-wNFx<($*TXR9w|hk=m+<^bUeBCu*)#Lyq-9`# zINt0{J5pyv_T&07`~DCanV%IB|Iz#&-IZ%*cPW8<3i;t-o|NQQk}MxW&wDtZj*Q#Y zoA19FrvEVuJo2k=rlvfC`T_a_kNd^8+ehYgOr`S^!r(7@iRDKa?z7W;*q{3!kLvn| zJrZ>x|Dtxn?&G7n1b>0gdoACU zxkk{`A(iq&uV9S^-J|j!T2R;P?#F_n`#dp&jnnCH#c%@ngIZ435a$5pf>u8R-)YzFBSmvKPd69G@`f zr(n^JN5_ue0eRv0f~6WSPo|l|`e;1=SBvJ(>InG=jTd7tF)3{b(1ZR~@L1s$X{^0 zh3e_&clNVo_jv>hbtH~-TGk5ZSGYdHyxvb3_8&;!!l^;0yQHs^45jfG3PQ$Bx={uG zoyHGy{bF-S^!-A@SAV`5zOV$wM}96u{J-%K^LW3ovV5!Tu`J*Z&gawTLdZzh&ESu5 z{XV1T?;Kh>mFKfQ2{(sZMFw=ZN&eC&BR#wB;bD+3J^%j1#_uCV--p5c%?B~p*F_57 z);W&Ihx`-wJA}FZGR*QH!r%V|AjtRoiv0~?IKQCrupRPA^uLQ*{4SRK zI>+^aVS3+2uz1a<1(t(E_vdlFi#P9(99ts#KP$>-N$`RF0VyXS9uf}Klo+BH2mTnx zUy`FVQ-A+g=#TzsNv-FC@dt;1ej@*U=UDsLh8V(r5B(=$(3f@?;xn$#cl(YmR$Ci+ z{gyEJXKGKD`gJKP1?WY7`+hfn{X)SN?pxt_er^eNu^*DSzww)wJ$aT%8rZ-1zMFtB z@Dta|Fum_4@LOG;(Zwqj@*!$R4Eloe`Gx#$Q~7oUp2vKRFvt(r%i8IE5CLmXCi<6l zwKx#CI~wu_w3nsLx!ug8Ca9bx{w{4>FMU-;^gVN&Z<%_yci_ud=#Ttg)^}O`?2w_E&~t{UZ$X_52sZ{vXeWSbr0e55u)I{)+stUVlsm zvG*GUE9K_C`>7)O9t-L-VO~EV4CCW^R*nqNR9@B0^RbnubK>m>^?`Ve^sh|bl{I8X zA;dq_55hbjB@FXpzDF3or$gi8^WYB<`wNHlt?Vfc`8D<@%>BQAwf07Th2P*mv44P% z_KQ8cMgAW79ncmyefY1gU@u7DstI4V{rC_7=Os8E!)$%4KFPmu&=ZY^@?O=}b4gk5 z5x6gc&j%{SYgWF>2L5Av;1V~DTFX4BzoWjdHgQr)`Xl-twt-kagke95{TU7?`Ur#n zLi$&aS+ek_&rk5DC{Mz0{~Py1gyFma^FzWA|B>Ge$I<#2j%4%U_~4(BKhzHYt8Itj ze4;(3?=uLfKb$WkKUSZqZn;155y+z*=Kg+Ye!$Kddd*+?aUX3;YxAAJ#spIXioz5b`6ee=uA^^RNB*+C8JS1MG*fzD5}I z7tco+_NMg_275*Sz;H6*bqh5;w++_rX}f zczjtuVvdij%VVf#;q&WLK3bW3Z|CtZ$Yr+cJ8hBwpD5NBhFN_yXv1-LgH3*%A3+x* z;>VAb2YS%|ZRmHoSmNPmp6_oM6*Y6&=#Mh7M9+q;e_}`e)#|{;+i>!JlAx~#*eAvh zhL_NKH)Jg>kK1a-&*L}bhIC)n@B;D|T<^vnBUdk-ssr^IswsDcSz~7=i6NdT&_Gg&oyPK6y zxYamL0DDDw69#)g{U8kI4Y*#`9@id2{K5J#>mN?~#4xKTZSJf$dZm;R@E_N|d9e8^ zIqw@h9&Da!GipJ3Dc6@R(hXlWlpY6tK>tb@;wwH+82l&d_m=R>JtI$uzK4zV7Qzaj z$etOd_g4fAe9PM;p=uK z`X8oXTUf>Ler{o)k67Oz4Bvl1`49&CYKLJww0~+>WcI$T>`8G~?|R@b-WMPY^(?eU z!VvFKp9#bJbC~aJS2z7sBYB?JhqrgqGf)Wp4fO=cH}x$D3KD<&$OC4Ld+=XHd^zHxm!F5G#M+e=;L zGs$!3{frZPTYK^O2=o4g!9LOccWqsHcyI9)m>>0-Fwd`d<<~rHnr_JR*IgB7|4tdY z3Fyc9cN^ENb5owh{=Xw&_$ZCHC-2UmzJs%6*nWFY-N&=9kBh#Cf%6dte~S7S>?_gN zbN({$_efvx>Lt}LcCUo}0rHP9(2M#+SdP9AB?#V{m9IE=FUWI~*nbg*{%C)!o&G<- z`YY5DJ;8@BoRL%C3+qGr_NutLct1{se21`cvX6VezMzkUmoG`uJs8dFAA4i6U&rfC zks3nl2~k<(dSt5%kM|)fHZIP2<^}!?*B7!n;QrFxQ{LV-i3fLkM zW4j&!GKv|rz5`SCJnzxGmfH_u$gfbJ8D{4*VTQ9l|K76|{13`I+~A^TZImUy&k|lZ zF~V+zALt9NCqnmrO3s4ra9;q|AJKn%$%E=CkiTF&A`JYZ{@Bj*U)Ij*hY>Tj=pR+A z0)4{xLzvfFSo;!^2Vou$So- z{Q+Un7oz|06_e7q|6o6j{Eiap-hZam2>AxeD=NKg|Gt~nyuKfG!S7Z@Xc~-%?FT38w#M5m+d(tGf>=eoN&#?X%W|G`%?-_~sweV+;WbMSl4>qW~t z0>5c|#K0e1fAoSSxuG2kKwq&xVaT^|J<*$Y41F9gE5D5O50(AVJTIU7=ji8MZ@O=A zfP9zwBL;oL`KTS_hw~khG1XhR=NtGNjHid{=BSwd7zg9w`eF=BO0V9`g?bF;S20s# z;uaQmhW#JfLySj4O<92^_+y+eW=>1==I&CE-yuI@N)P8n_E-t;YoR{Glugesy)^(Z z&VSfugPzOl#qhlnr0;OHeL=>6G|&&iP5nwQK8uC@AmSrumW2slCj!4vzhk>J_i-5Z zBmc)RJD+3t6Rjt9z~SDr){6dTei!FQ4EBWeOKJ!INbALRzQ2fdxocOf9Sr({{EzkY zP>p?h74k>apV;-Gww)FRb9;*obF8(sN``od`%A)*pVRZ$&g~gc<%l|`TrDDQa1 zchl=$BtSlf`C+`0aDd;jIG(@6zx{sv#$?g=)=;0~o2|S18BgT*Cyt)UbMJlQ3akg^ ze@xMB{MMeL@6jSY9=c@0v8MmUf5MzT!oV-;pL<{FZ}Sw8Kk7$<(YR+5&m0GOkY5R2 z@1NUk-vax0TwlWS%YP$Yz2x@6F!R3&8}|0A3faf&8;K!06U_ThfHw5fl&|I#ebf28l^NJBl#{bSkpiUcQDo1C4J_E_OF(R)fwPU{dl8E8~8hV{+RN+EnC;X zeg*LvH9Nh1VY~VL)H8t!zMmJ~>p`=}4ex{|dSBlN+4qdbzw>+W^e-Ut4Q z@WRG6)8u1NUnjgh)?%#dLFkY9OLF>&Y1Ox1LOllKH(~Cd&Kg8LF?xOszK`fEmKR}o zUjXfcVW#g4v-9z@htD<0%yx!2D=GDX)_bZrHsM z&i7FMDQ`Rku@>%N-^kx{-D|XFh4%pcXoo>Rke}y%2R%KK^a=bu?)T286uVWqHA4P^ z?Wr#HE;`xk!G956_Vmkwy)KY%;drTmFK^skmL$XKrKus75hdei!u;4jP4e-XWw*P+ z^T@BX@jLqZmbCEt0%70}^?#ZnBOLe))`$9%_Dx@alA`K4gHrF?}hcEKhB6BoRm1OvkcoGUe@^->3%F1=)?Y(XXH)^Dm(%4 z1LHqosHfummpx*W-HA8H``$Uj{0*Y?P1o7T4nH0 zh_9Od=-%nP1>CPfdm;?`d8GepjA#0GuQgm=SD#<{bpNR{{NDrVyIOZF{l%iGvO=Qg znvwJT{aJM~O#iP9SNkz-=o)Dan(vzZOq)GPg8Nga?6&Ualo;?*ddqd*VJzf815(I zdT%V%K4LpT4&oQJBj)j(wKM(`X5SAL+*CCU`YCI|{T*TWK0NBzP4(WYzsEd>d=Bs9 z5C(ape%$oP{*&uc5B><{bJNE*Q|?y*#DApk=CV0LcOQRPFUmV>O!=N=4y(YQVtzmv z>bYpYtbH2!_pH71y69+LhIp$l_J4$7KZf*VC1eZ=x>XMPiu}q-eiuBh&t34Jg#Qe4 z%hMgp<7KvP;(@EfHgf)FZ(b3v^dEaRZ|~{3`oZ;z@SS|IeDexa z&9~Ybf`37M%3rf7yhDU4_=}$6c81yc3d1b^6zKNK^{x`E-(p)AGTce{1qMYhDjWY8~+ z--P-8JMSyC;Btiu1)eG4D%yBg+IpaZF&(3_K)M;?(psX)~n%4&uISJcQ1}r zJiZI$h5qVJxVcH&Cei;sP~L>${x;Hg=ltK#k0-|g|4^R@gFayU-R;hSe^Y+|zpy?< z80JU)Ww@5;zgshT*SN6+G@1s2w z&!7MK(yFI$euDA5c(ILD-%f!*Kh9sgE-*6Q{50r4>TmHDw-tJe&hh#{@zyB=bJd+; z`~oq3gh778{>5-#1MP*i7cu(qdC+H~_kG&{s~)kiUc!xY2dQ*h&-JMoF^rGx_uY)7 zvkyvefBIlV7yWMbjXWP>*pb#t82mM^??F)C_z{Mp_t%gg4`R;swf=h->cObrgdrZF zJ`jd@+zx~Pqw$W*8GI3hLp($O`v5V>1LMtu9F^A6-j7uDiJuRJk!v*6D`3l-^q zeFDPle~N-fuC}Injx!a_*z=njf_s^WzPEzol~|oLl;11*pA_=D#PQqO@?*~+A3%F9 zRVel=%Sh+<$4j06IED_L#PfyHs}qiz$94w!;q#A2-|n!e$_wuM;rsdwv-5L?+4(KQ z^nEnJKTj|@L2|3n!40opHNe&6!RkFx9|%Njbe_umMEzd-pvHQbeR zHs=W3$3TBd81ftRPfwTs3T^#8ST2D0_4GreRnV_=u(vT{dm;?u;rgB_4>!AETLbhU zf1lZh`o8(}8`eiSyLHleEpO0Qck%PjDy{v-9vBGz5a}n(6e z@x8?35e9!V;9m^&D~o?IB0DDZw#}1t?Z%d&R4UnAim=Mk}&8OKL2vM;^o*`I@~b?} za#UHb`!F81zm}Z&(&&;s+*cqx`fL8fR0BnpAG}5k`h)R?FwYO(IQ*V}_fZ(H#}QW4 zq4D0#D%yGIM|a3iaQ=#|op)*8xxw>M!ay&suOeDKyYtnyj)Bs+KEhxhI6uQIKY4pV z#$}MgAvkYD{=FM*8tpv13FZRG2F74A!5 z{zh0Tg6!u*H_gbf#r*$vf)AtT$-R3&7T*6v`F*fgs@QpNKGf?_URB-ZdUaeWs<$A& zs;q@&d!5fgaz{AaV&m@m^-ym@{i{leS}=6bDDaOc&#EhTzqn=RcN{_S{FCAMH2ERh zAfLqfJ}v!oOQw02Tq(mJ#>OpvWeE8g=8x55mP-aanFjykM*FGu4_+ABzZCLYjQ@lo z|HJ&4wKIRm+LLMg>fQT6x=P=QhIq6QsYUShH@~$lZK@Ra4>>vHy)L>?e?)HIFlUj5#*TBT$6r+B)7yfMBI2K`2RAk5=oZRM40w-;%U&!E0B>_YK~ zVRl|z*L`T+hQ`fxBS+Tg3b(%=4$Zv~v{} zS0=%F?6DmHF#G58#EnKecmzQ?Db{r%Y-a z-@nvvtsI~E-52r+{0*3hK;*e`54=oi}SS7kL- z!(FAIk2wF=qD__cYJb7_aD88&91J=*<2uA6ls{pfzcea8c@VwxE}ZY+_>Fa~eeAl6 z{!chTyk5ev-$8vO4Dq@>X8HOz3$vG@1t-}5W(40}9(}i>_@F$ypZ0t1LHfUkN*ZVs%7T0_|M=eU zkc=#TnDn8(ki zy*qVhbrO9q4f)%2IxMHLvIp$f+GF;9*N>P5_rKcg0sF&znPGO{;7824zg^tJ-ZlN(+#o4u zl2^05*0-rj^Vt8!1j|-^2SPgt`AA%-7R$ zF!*K3&ds2|INoooHPNQW^bm&p5aSDBh>!F<_UH7n{w)9b z{keP0XO$yRzd-pAhWsDx@jqR?k4Y+uT>k%g%)NHT{|7%$Y(2W|@Oztw@c%K47k~Da z8hy|T19>Aq|C~8}boqPH|C&&qZG#0RVGmMa|BmAm2K`5SW|-A$S$}rFv2Atl-a9V; zf%T*QGJKMazy3kzQ`hWye&4qFYi(|n9nS~a($Y2dd2Lo@_qp0`TiLx$*ah<3;`X%TejrZ32zvyKuAb*@s1~J4pd|oyt%&bX5ANVP@A0c6A7u&B; zHWd!6^xyO6<$W%t6dza&^%!iIKiA#*_nVW@AL%6w4M-VQS=tSgv57Ao7-E~)z?`roD4K84B=Lu*gY zQeyXUgetwI{d&z=2>-_t-~Zq^g631{f97&a<05t*AXM>7y)o|iBakoZk4m7TwfBvi zT%IcHCV!bjZ>nFqEseZu3FBjXM~}3* zvkm@&J)(YgT%=gv;j0BakL&B0&>%VKi8WwxJQb?-eDtat-UaKC1nR^l3Eqmh~k1)is+90tWiC_#jkY-lTO& z(HZJz;{A!R)0P(hPW@Wh{$AKw&Sw2U^I}*Z&fnQIaLId>Za^=}t8=X9+kNp<+5H+} z=cf5aQ{P5IJL)@O7$5mZn7z-<`a`@xd9rrOS9v?-R~%PR|1J~!G8%6Lga1Q$c3FKg zDX(=4(2M>FGKtIeUkq8Q1@=+b&t;UJ2*=*iF7;?|UQX zL%c(M?bh*Br>dT!@4+4w>lb0jFVO!IX7vBJkLceCgZxpx3{$0aucjzc^}{&kO-w(G2|CDa>xi|OfMFmi@UrvY4_dQ52uTwZR< z?V-n#^GQajQrzG72#qr|8PFg2iT;W(M6g7T$yh?ls2!k|xR4-C`$OG3?F*^_KWMM!pF{XL#& zRd_uC{Snurg_?6*x-5Sg1@ogm6K44cYlr*8~p!M`H^w5xLR6!t!Y zdI0)I?FPj+>5?LSM0smBZI6|Sk74q(G~ve z@aWK7uqV_n-9yjjExa@Y@;zL?ZsOaNx{pf0k8pe*G5BNWe=*cghyII!|7fqeU;Tr} zx?X|vcwCR(komf4cMrq<0riJrs?Q43vOF+L-fAnuYJ3jCJa20*54+;rGJV1I4 z)F+lohluV+qI?W`@BJ|}Y9;t19N%ETg9k=WD&V{p9+Fq~hY{;_tJPY{OlH(W1a_I{|)K|dKC!#&~39E@6w|P0( z3)*9!gJBQ){P((JfF#-%VW^)x726wOcz>M6!~Vc;lxLskGp0(~2)RErw;mq4ck2`7 zpG3d;%&)7x24#c(;CjqG#?6^iV*&dM!qJ6}(}y2|cp<*;BQ!@0{6c;(O!qT{eS6tI zKY4p1oG&8%mOI9m4w$Y6`3bJivcc)?^X>&a-Vp|UMt=2En{@qHa3auy{Ry*rgpe@X zUkm%q_j&f_^kHfG9yG(?UyJQx%Z6MVm=F19 z<(%*Cxk#1OcZF6$pSDW>uZn|cJgcylJCX%GrOHV^tiBlss-AA*`fc^yJ3#%OFZ}-r z`A-<`t0F)9ZyGyxoa8r%pQvB`_jO!aJ6N0N$Nj^+m#V!#2l|Hop#Py4kD`}8g?ccq zr+-brmF35ut5iy2d}P=}!bhwRgh77Z|6-U=d_O_R`q$!p5r$#@!Tm2qtkJN$qh5Q)UtQaug zrIPzk!d!mVJAS-RyXg-89QzYy=WRmkcTXk-ZBBsvg4(OqYSLdhf&W7L9yH(L@5i?H zpkMdI>mv;D7U^f0{zofhn9kFLgM!9-R`)#&^x^sjU3&CjhLt_HZ^FPIY#%Jq>&AD} z0^mQ6Pnf-rFB~kpFC|oaeEwm+%)U^=^GF)aeWNa z|4oGq>l43+C`F7hYvKR15)K&@8(VKQ6ZnDlG-PnB=8OF&*nN8;VHh9hAL8=&qvusk z&QFHf{(s2o;4|e<^}&8n|Ay>at$f|DipzgUL2dEG+p&z;e=cpK+6sbm+*aQ++L8Gqo=+gkZ3qK{#=-Z7CIbZox;N|hSY zZk0l_oDUZf2K_~Tv2sW1pD@T9`yX@ok4CXx1@Mb-+1?{7@e{4nG3E5(8h*$cH?Uyjf6YZNYk5|k_b~>mz z(hd9_@|!UDHyp2-;qZd5_URxGY>zO+hbRxTh_~ZYj;#XyruvVx)9Q`8gFJD3W{rB* zo?Fhs{W+x1+$28q%dwsERrI~Nt(vl$s}sSO%Uj-scv+n9 z6qzID`5D4IzA;bj^l@&&2KawU`u>F0*v*}u!+m^|zd2$0{|gae*dL<$RllZKN<9a8 zqP?2`RQS5~_kFg1E3)VqJ$~+KQ^=Pfy@cWaaF8Dsom@T{PCX6$#`Y|HwHxIk(|CM6 zZexd}V$osXulW3zh+#S($}s2~wnybWo+k|Zv)KN)-xf)A3qFHA7>MOf80-P(55f?C zBfYGg_Paz3(|)jMd}pifZlfk}`H#=DcS%xz1O5X2iKWNA4Z;f(`C8H^OK%;|n!f=s z|6uzJ$CEu;`h@3I+#aWvBh^n#A7P+J{Qn#xhG~C+VR#<`^@qxV9vly0$d6Ee_a5aB z954sgZ*#DH#616DN#!3H{m)CM{I}>4k5?>T>#h3Zco+DE{GMQ_vsB*a9?w@z$eq>S zL$5uI5B-akT*ZXc&I-V9tZ!wze}vxPZeUMHkJX9~6AKSq0r^w;>HJf_Cl`bK370Go zwobhX{bBuyYFY-<`_1I>{X~tgdQ;}dLA;9fC;CJUAN{sH+>b(inV9>zgLi7GY9F#U zYn|5)?KS%We^9>(gFR#WtenmpizZ3w^h~-V1OMNS{AHNl$6)2`ej3AIZ#aIc59<%4 zZ_@BFkJYqCLGaZEv-4CUDu?wy>Z^_1Xs0i?SAsvl`Zh(Q9MdY+0>4ncggHM6b9-my z%s<;yI)s<+X??#J+q0E<;`nQ>1^5pfziqoXjZ^AL&_Aw!33Ge2JwI?@Z_8weACZ5y zABLn~J~y1t2eyB_b>#mX1^$Zv4@N{7=1cMU7>?QchRR_*g#025`bhL)dwf2#Gdf|d z_O%N9HJ00%sEv&6Yrxmvgh9WlJjVLog^*;nzbvw=d@`i&=WK|dkiYgef23yEe2`4& z{ab7gge9iQoBxZYp2$3IgX5%{|HabtB>n!yQqB}Vv-W38{B2WSF7dGqPLeqOFNXD| zONid=<_=R1W&3^KUt$i|?4FiiLJ zSpV#N3d8I?tjOL&H}O{S3CI_qJP31tV1MTBx!Qt2cE3bq|K#iMTC2ZMj`EpYu-D4y zhzHD<*#G3~VUtBCwb=O;(Uhfy?ZU1|^L#kNEZ&^5-6VF%87+8UANzNReduxF{%cr2 z629tSwK?w`&+kng+GWwh+SdIowD)PM`wX(Izk$C&dZzW=Y-F774)%cbOlw-!P3V>Y zvIEARnny~zd~5`KPjBA2}6Di?b|VJOVa3YOTHd( zJo6xZ(?JzDuZQcm=`uR!mFh-Ayp8)Kgu&jBp6PYfe@e7pbNh8_r{)kePg1@EjmK%( z%=&K9`CzX&9>VN=hsY_Q#V1Yo6Z=0kkyF^S`+-y6gMCu{$Ri0WefGe7hx9ukhW#S6 zXTqF*r-mw%`xmvieLDSBo|&~YU0zqJLadJr>q$)h7jyqcrhDH*3H%50b7t__axFe)f@umfm5TKwkL$?AoBRTUFQP_OtRglTK?4v4MD3e4b4-8!`BEQ!)L7;r#@( zr#Xu>gzy6|AYMRv33Gjzvv$j!^}W}z|Hl)}d3tDwXNoe9m*#e{lT{ol!{`6GcHK8? z1iXa!0O^}6?7x^~tPS%8#@BNbs;)O|+6>&q@yyNL=1?GtW$!_V<~9Y4gHrBq=KlJ% zdE!WE9`DRs_|~-jXk)%!n0M@W^ZO(do-dl0dGuGW=TeIF9=nJz#NRmHdAHwRSC9V) z`6FCk5r*{@uEz*NeWZV0%dDK6m-YC3H(#qD@ZpWt``}1FVaPUM{rMH2I`otlAU}uk zH(^zlpK?*^>zbHb&;2W5uD>o_H)YQ=ozCL{7wt(U2WtNVeZl?+bNRcB?{cW?RsOz^ z$Ytthn{7G$_L2l*`YC$0~h{vNv8 z4C_&}7s6manD1ic3)tiDo!8c{=jYDW#{0jt^c=(<8jMgKH04O6DX(t z5rcgpKSWX`P9EEOLOJ?N*nocZ!NDBnV;sM`j?x>a-ko?p*nOo@R3}e!;D?@=K8F3s z9tgvF66XuT;NPgd(_1s+wW`6tjKuH1MK7K;@B!F^_`IIT9WmGg&ZmSSo;Gdv(1+vqAiR*3FK}G8BEJ*FH>e*Th(SKc4~Ch& zG5nBy->5Rs@u)HQR~(P$=vlJsB5c6_;dnjGd^OM24Cedmp0i|s?zQ+0^AYAt34=dC zdOeR%K2mZ|0pdfn&qbr$LMH1-fWJb2vuM4!|MpucknbX#5OQO5aYvpnScI7S!^KGv z3dh=MLH-f>$#5clPZ;7){P1$KxT^NGC&-t|3A213m2>~+74iAraiiArLMR`?AaCTi zSHT;pI-l2|zvv$srt{t+hS_@Ft8ke2@W^tY2mOQB{X;7x(*nT$i2irwb0>Lz<@99na_uzj=#=4liN)ES!TXgXK<&9N;=fuvN+3L4THwD%apn+whzK8X_8g{ zVwf*I{>5OwmTmB1@-Or~kMEYxoDvajJRIUbl*e+>?qSa}3qYUHpArUr!tpFWqd&WT zPYv(~^>g{PQPnqHd$%(oee%`X>-%kB>-})7?`yf$&Ld*4;y|kJyL@of!{k`dNBrJ5 zTJW-~|H=KYZ+6-tZ^OfUzry#)ZrM!}e}Vp^dvr0&&# z(ci5sJ-tBkX%En+eqwqFgTFz0APnszKN+U?oJ9T|=3UWm*uwSO-ymqm)2wQUN3s4Y z^&N*oY;FR-aXqoh_TnY^#%!=J96!S>A4HhXFRR>g1MJ)7!FW(UgyH-d@_$uuq+&n&Wi)qkk7;R19Z!$b?g?xL32scq@9pYMtuxObo^E?n*--XsDH#@--uT$uFkTMwgY{``l}~J z+8OCeLi~aJ34E$t5~6UB$BRLduFogjv||4cEDC-Ybh*fLBG8BY4gTbFOHD%w>Z82Y zDtL)T!h5!CzlSiycc_1BRoCs`KcV%0g|1lMgrPn3SA@ZTVEb!RZUvgw-v@t$^VQlv zOMFfotB3b3aDHE>eqq7rRs8>hM1&!KgySO&<0IU0;TgSG0pL#vTSYr1bt{7ShVbWL z-(J_GLEhN^I>ZXc2(KR*d3Sc#9X#G#@BZSXe}N6?FWM(znE&wmkl{u%HiQ`S^$cOi z*I|DQv-u}vMU>+A-m>67usw!ZycV+7HmF1Ay0P48jdf5^P1TIhTY}OYn58h z$Km)wJ1jr`*CK<*FQG2mRi%xjLB4&(@+S=Z#_@z+u{_=sT>$E9^b(#czQ3&fk) z-o}6{%?}1z0soP{jbRtwyh{4cENIzn**KuudIinxT!Ji`k+4puN@9?R=3MsQBMI{>w!g(>M1kl;AnflU{af}bNf^6X z!uk%&BQypzm<`AUd7yjRKoYjFT$YTxL-*a#*6U*E2sM%BEk|Ze@mFhTalXvch~D) z%+J3@Ej_nk_24k*?>{lUgyFmn>K9>%|BzmW+5Qj1WyHUzQ<>xBdfRe-MKum>r)_&3 z;$M{CR-ZS&2DRvL{%l=&IlIS&5QTfJ{JeooqezweyJ+Q!0cYJ5fgaSaXlO9QwATNl!1iNQBDLL5 zK7#%U4|2}`YcT77c+$+mO)H*5Jb~khK@8{LsQ%)lFNZaYVSH4+s$zZRoP6*vRQ}X0 z`0g43#)I=o3}TrOqK`1&|Bv}op#(0p`r~AtyRxZ%^S$SGp4DvvGj*E!ed2ROp&L_rY=o%aiUcvL# zac^>d?$&mI^B(A*xAzE`7W6X({OuqyecQ*XE~{9X3-LVaFT-@7P_*6MIc@KdY>*fB zxBXDEbx?`|=l}LIrkBm)-opQuGB9;eX zum{v9R!;X7MGUj^;0(VZ{t@Q;i97cMrW!Srb9#4$ox0o2vj^<|p}p_gTYo!MMON)9 z!-aeDgH&7pZwkkkq<>2^|4r-tG^9USVfv|aWm{oBAgt_QHZ!z@um6+hp0BF2X;k|v zjrL0z-jh8k9v@+q{*pfbVvwIz8|*AG{$C9Gg6A{Y_piwR5{CT=@p}g%!f@UJ=L5np zUX%x6;CCAg_Ko~V-ZRu>yp z?@Tw391y_sgL|jCg>MNr0{Ngl>^<%;_u~5r|5VQRp9u4KftBx|_V#zY6wo}+3*vdS z_x)DoBf2W)^Zm&E_8Gf9CrpC)7~_Wn(IFi)G9bT0_IV&h-TX$!R*dpE@YK2U)CtEy z|8V_zFl*!F5ow>*G9=fE=_L&9MgEJye;|JkUf7iWT4xjF+tA(_X7?Kozqx)X*zBa- zQz|D6>uLP{h?LnkousAU?{L06qT~Nj!Q(X0hx$(#>>2sXFuOlPSm7sYFT`o1d-F25 z4~^{~9d>ue)WvI6S^ns#&32_czihCF0P%PTgMCx|Ie}Nl2fhIMkiSO}!~HCj7h#ZR z8_ezZsGt7z(7o$me!%e@{ouOcbJq=EU&!C14a>_0C@V1K9| zgu&mT{Mh%;X?%p?{5+1A)o1w|hUxt*5v#wC^eeU5(c4ef9^{GgOZ_%pfAYp zW4^&h7OoS?vHM%c4jNvo9xxHks~~-Z!T(_YY0_U_Ea=$!f2*j!Y1(~1o0fIv{yEL+ z)Ogp42jvr~{WLe9&3^4&`2Cl(0=KK{zD4l-8(~gQT0upJ2{71K#P9UHmSfkaw!RmL z^rqj?Q|NO;0Q*D#o_IG^onBn$f8uJ^ zXWS9E?|}X!y;`^VX7e-fS2%wXhW$<)UxxgymA4|Vga1VNW~>YAa;Lr*_iq^+j%3@< z*Z}fGdNRUP)i!w^l+>g3T*ke;bZ4bfzJAQ?HAEO^*ZSTQ%7bC%&k2LSLwz93^9Pv| z&d;}0iIAH_^kqI+tJ&rKP>=`Gm!)%XmhkL8r!UL6=d;dEq2NC-Ka~}tF<`oE7Vwkm zXDSrks)~kq67g}B=tp5&a=ASox2Tly-eW4m&Px%NV(0mfTOQ7>>3Z~k_47JfWQVTe z`y0m#f3L|m`_9*Q+1{N>w4L1H`~&uv9b9ar^k5Op2Plv1^~>h|PB;Mej{MIKJri=k zG>e~a%1$4lJNVNFmG{J-?Cjk6^6{^L9@Gzp={-A9cK)<4m1&s}Pa{7GgT0|X5a#^K zz7w$cfZ`eJ2 z!Z3fMJuuA9qcBYWCoDQyY;Y~mwt}yxPAz`tl9u(G@Bf{ORrY-4cOCQ(*Q12NpP)Vw z=I1wAIg4jcoxd5BX0{OcgZh42yF_E5!&iu>k-w)$ri99jh=%Jd~GfsFJV|8<9-*zJIG(K@29f%u{}P&Q#qgCS$%r{S#;XrS%6jiC+HvT`Sj5d zt_%CG;_+0j#b}kCyPH9NeZ=(SHeRyPdU6%?fAYT=^bNm1W34}-;CTm#&rqIcCf#+b zIIaQtA=KBi!J{AQSo~2s$8b`m$5-J6=mXBb=Q?~j+xxhiQdb(!xxOFjN(OpMvHSYx zY^_J@zifT)8T&hT;C!zYA1A|ngZ-T=uvP2g&;Q?EbguFD(YH=spr0rYhNn^eyv2Io z!X5^}ehJc-mu}E~U+i>fAKS~zn|R7cng3sm==^`h|7}vTh4>KlC^@0Uz|?~ga5_;34?v0zOr)qzXTCs_C71aV85s@=YLPXtfkci^DokOK_UNJ zZB`NR5B2LpkMsqlZiB&}9uv!lFz7Fp-yV20|L#?=FZ4ebzBkB@zw}zxitIUmzF-l# za46UJi}F7gJ)P4Y{3r68FuV_f-(T#Nx$>&U5jg)s|&t^)~7QVbCx1Hw?4<9bups`B9)* zJ7)U}N9YgbS+MS+>CBt0`+tO^PW6xtr~&;&c@*4!;B_KtKlo#$x8UX2Q9lA(-}}J+ zE)Pp`(C;Dz)z|Ahbd{abIXkar`1UPG}wFCzy3g#5qKx$dd{rBLvXNH1X? zKU}fjTeN3cI`|Ll|Elp0hY1tAviB-QS0~M!{^`Hg|Lev6uWmb7{otS>tS?YrS8v%D zsVSI)Kf?7IVer?uA43@850n>Sh-Z-BtbQfyzdrwR@1jZIZ?(naxhD1C`n)hTg-7Ji zt|go{?sk3$FbC-=9MCepW?Vh+3*%YBe1EWT?b$Q0&OBEfPVHY;w_a7L_#VcO^$BzR zzwUAO#99B7Fu$3I`zH+Z2ga*}A)k!nAq?wJq=#X4{)5$L`P}P1GPd{PyFz`G2g7WC zgRlxa-+z61a=XPR3V|M!&-DXi$0Rgz(35F z66Wz6tIzTateowK6el~o`L)Y~cn9e(zV__cCfkSLuMn5$2;MPn{yZO1GNxdktxXR2 z1EjCS;-mgoxhB}ZMSCi_?tN5!7=O=5R8pxmH~mHnx5tu~eP0_Te}?=z)&D+w?Ea!K zuK%|kk8S;3ITY*(g5rShSNe!Fys`3U!?2*Z1GsL!RH z#&^;FI0Wu%;dn}Q19#=7%E0;({Zr}i2?H{BCBXceC#Hwt1FStNPa}Uo<=lT0=JF`@ zlZ`5=)sSNOkkYJ%@qUB4!F~#kuS_y^PRCx4c)qYqXZLpBPjRq5P89dgupOPxW7v`Q z7YIWoJ}!Uw!>Y!V-P(uh?ICRN>gzfl+WC0ox}G{6+bfC&rBOoM;IC5#s~G@^8qV34?x6 ze^mb^!x!${Uw0`V*2vx_`YX2WT@<%J68tyHuOil`U36$N*bCBAk(c;a z|8;jBUsv2pcYE415Bxv+`%1O$s}rjF@pz~*rvBuUnA;#P?5{Ha!>BF;7x49KW!0WB zuMds_`{*l{55s=6pG6qfTgYF+pwGy!`@_fNjvAi?@eA_j{^*yX7gkT0Q@f5?(ZNCToMf&frU+$$1_s!Y*nPIlSasOifa;e5!5I-Zo z2*Y@hpAXk>Z6}>y$NkyEH@cyZG%UG4dieRc|Dl#Uus%ckdib@g*T^{=;d`8~AN?mW zeXdD0@EgbbXjt!C36m2Q8i~F~&Xye(`z(g|4f`hyhzzvLd3l3Ne3ghA^~;Y*668;oKzk^!XBPd|Hf+8m zDNXb~v#Q^pck?~WUr7J61uci$9e)b(8MP;r$ZJhn1?^KgVwnG_JZ;a(I~(7_e1Z1# zton_@d&O?BABXlv80ypaSkCWLR$J;;o^i^Bd;^ZJ+O|1TYW`@L?{R$9C)VlL_K<_| zi9()2>HY;_@Sk`egJCD) z|MLg3yPGtvx%>#jdm=a|8wx_;VU(8J`Vlci>V{pt?m>C z`iArp=J)>?X6vgLg^P~(>KL>CqY=HFp+0V2{Yid4=w)ixG3ENZLH|%+UY@s_J><_E zuy<^qVaETOHM`eZoGyd-XPB5jgrR@^e=&TI^8>5T?z`25z1`VKzY^-By)jJxS0buO zQMf-LD-iyl4fW%->XJ#}k2K(X3Z5@u_%W?tU+drS+#UNA_A`)PhWE1XZv}3Q0Aoy` zcPutpF31-4I^=dWuItceV$YmLXL{M_bF zpCww?L#SW1f0p;jYWGu)-M@IVd}`Dn&t3fefH#5FYPy|kxj%ZV@0~n#!bPAD=L5ou zk)$tg_gNShwNr=oF`x6cM&eb=KqK%6D8F}W+K>MAS{}Yf{eQRZsdwh_V9+PDC&EyU z`o}PPU+vv*nG=UU2C1qL|K9&MV)m$Am*v?0!}|%Ren?gfkDDfPb~k~eW7&wxA!5QC%om) z{Rb7l+pH|mDzk&uiox#Xnz6pAMZaChX3T&Kk%vUI{hP#83 zV>DBFeAVzc+o{`y<-iZ*U!#lE)xteNJb&D{E3anR*{N_p6u)o$EGzGEem~d)<|mpu zpU{tr%Y*$8ly_5)Eu+d8j#8|q^AvdMq{c8|dRP(Fm=|CN!y&8KFKTzIARJTkW5eEZ(KsY|1P-}HU;qPT?> zIqd&GMBm1oOIc#nAI6XMzXx`Rt(Y1F^q_ux4{0~A-)9?`uQ5MNn9JvTe%;RKfMGCR z^lv}ZO%Lg=Z@o{A^!(`4Q@u~#V7OmN*iEa}Ep0yB4?=$Y$lZ81eX%pF=aK(}As#?_ ze^f;nXFjNccn<5gs8%SRx;~$;_gYMj&sG1@`hNphzojZ*?Xd-Fa;`*w%iq_p)~|jE z^D}*q80-h}PtD*L{bFN5|8TrNyUh>zy>*GCywo$XJ`x7|MSElTNm~r<;rLiN{eQNI zwI@sbW##mL7p$DGPkt`2{IV}P80KH1=VVNT&XRC`-{2==IG=>_V%UxFFPkoP>VXR& zzmD+~Vc0Li_~(}psWZRdSczxEFTxNXp*<0X`3w91ZR&b(kl{7(2iV{5dDHX8xNd^? zF$llh-7cc(8u)XR-|v^jGe-ur{+|<;|0%ORX--z=If<%s#Rq4xE&@b`&f@AW>g2btzk*n_v zXXh&fiSJEoI%G|U_e9103zD-(Y*v&sRCtH~SHm#qcmGy-3z9i=8efMh!uMi%3R0Rr zJ+6;l$^4ZdZKW|gphpbsmx=wMAT4y85v*AV^DVY7?dPGOoKXz<1@U+U>ClP4hSyqw zeTnr=klEx^**{8|z0V}b>{l4RELeuc>w;`{)SA6FOWFMhLH5jV!JE zbUhC9l~_K4oWgY9b75-W&&2CjhJpX$_=92g{(&H8`l%&qNGBFg3v%`$^RCHvl&ABS zg4`ed+}n=@$nW6z6roJM|mr%_x1et={cMq+9RfiFs%Q? z`D=ldd$q;TpU%JaLEn1+i@~2E|LA+Tk0sV;L2;vQMF;mG;J;D6ioY6vbnoyVe2@H5 zN($Y3WN-%XTWnu~(&3stN#`?xUK}rB@MkD5rIVZ7?>C%)`g6to69)N-<86U3tnaCP ztk3c_tQ_Kzf zz_26HPZ;_~`zH+k9{XqY z>HMNVnC*89YLW4;PPD87dq94wHTdqFyvC6GgLb~xH~d}s1Nbe@p9+LQKha+@ypZI@ z>VF`8Xm_xs>X57g$RG8iUHy^@Q;FN)&ru)RwaneMFz7RkPrP0f)Z0It(bdU<&HsYB ztx?K~hpqpYf$|~@=P6Mh>H*~=v_3aO{sG%l5B2tY{;meb(@(7bgyDM}A7Rih`X1}E z_+4Q2>3j&oa32QSZ!aG`df}{kdrwoVggZQcEwo=%Rk+vmFy!By#r+e8`BuFC zV&$-Zg#2LTbRJLW5D>4r=0&+e9hG-Dek@ldGYaNQ{GKr6laZbdPfD6cmv0CEi{l{- z{A^PW@)pNWLdW(7BfKpWp&a$4qswVOeP{LlyC-Jsh5Z@icju084{0^4v-7z^=Zg()ljLQ9pIELj*=He6Y5wPv>hf-9|x)_>-XjhiA{DIKLXM$Q|xF5@R3SF+& zs3!Ju0)0dNcWKxsYWJ}9el7OjbwKErvY(q_enWnBwRml{L3$soA7aG%LKxmBp!y5P zUQud1z~|$x`_=7T4W2$i> zHYKTiBzn86xKt(X7zXrVd)?P&hcrkUvUpn1>Xz&EDG|Z&2Ats)EB~>AG!v6{hjMt^LyAHVaPur zeR`uy^F}xPgmTn(Jx7CYujU_s|NFx6>dm{pBVp1Ps7>|vX$v0l-=IG#&zd$gzw2nw ze~ef45cB>BgZ%0HOY-l_8e0F4fa)XW<$av|A6GW@`5!(#%zNaYCb{m!pFTymCK^W6 zLH`&}5r+EM9%1kwsNbxd=||t;LTN+GbycR{eNE%$&wDly^r5#{|N1W8Hs!3r6+T}O zhWP^Rl`!;=zLhUd9$3^HzW2iZ z5QF`R?-#LhnE%?;2YVK;-&r}#S2#Xu59HYfv-3+rzh{dQ9YRfE{=ss>@c(Z}KVh(M z!mo1td*no_{UUwoKU^~Wl)4tsgZe`l);HK*|4F}$R~9sK{t$-z1?oqC+qg3_oBzoB zvhRxzzIOF&ecvDTtv_O=`&2%l{V%^gGdnT9?nkn6 z*dIoD{kQM0U%1f$pbxQu`sE}~ElrqDCyMDI4E#cSG3eZ*o$;zt_&*h@Z(}B-)$SU2 z6O^yP?5kxjcnJf)al8zd(;Y|F44m4Oz8w!mM|>&_3bP4NpR54*-9H^V5)Kt>vRMd$IfF z!q5)i7sTJK1o}{3L$_X;Gvv-($Oj@lLt{7obWUFi@yH1=KM6yAtlz(w?Jo#a4*4t8 zr=hV2<2Db^=KgV*appm71xwH;^q<2PxcA(A;}^vLNbj(WG51CvYlQd^n)t z2hBS}z69wR>Cthq!zX2ypA|+P$Xn2K-jT;^BUAgYO*+vUuTp)&EMGG6hM7*)`}sUy zV<=zYbFKa|+y}t=hM~5jS03^K`5}FV1?vsE770Kl+x$nAXZ{*aHw`bPWHo0q38 zXYXGLMor3-y*~^A{$lwksU(f|et)<sECtu6aV*3|@iQ#;u%+x{{5Bhh)Y`;n{DcEr<36`gteg!y`9Z2ZvI z^MzGBo*Vl)G2yYSJ*?OJi|Ho}>jRv>$2J-1?DgBN@Lp2<9-BZI^z}E^$8zXz(!W@N z^3kk5mk)gp@Asm8FiiJ*1v42B)ljJw@R}vc$E=69^|39hx&E6K6)X+@*0m$QQ@Muov;mA~$t?lZ7|XE6#Tdgux$RyveXP`~LmG zFJ5c1q^A=-;|7n*FT6My^a=HC+|cL=jwjW4eso;nm4XrKjj;Z}{>PQn*=(QCO-Y;N zGp@SuUfP+B5Rc;b|rR(>E`5x;NX8Vi6`06KSV|TRv-zeG-VbDL+AHtx2`2B=I ziJeT1&Vv1+K1}%Nb-W}q1or!|KPySOD@C5|Iek{0Cd3t7Jqq@Z{3guT`wTPx!s^ri z-w0O63YC7jWWjzN+7Dr%2mO^*`GXx($GP$O#9A)lK}@tKw`c2~M|%}XhQWA{erwl9 z>*hxJ13yNJ^@lLTqv-Ffmt5N1d%{IfeyZ=gtKzrfTJUE`zjerTlfgbSpg!t{b<(+# zqU%$^f97C&h#}vC^EZ{ldLHe8)o1awb#nWCkC(NF{3x}LSWcVxX}!l#&$c-l@*hMG zVxBLU)N5Svk#pW~z60myNfuxFE`D+iFv^oKmnXyJ)V@vc!!dQ`-`ReYU}LdoMt=A4 zd_J?OICE+F`5}D%vb7jkBY$umtS``i5r+63>1UYsHwD`RZ)diDR0Z(@#w-O?zSu1&zY-Q!3-dMdpD@oi+I>`Cv~f{6$RF*AFpLl5Yr^1PP#%PN{A2gqaqPmP zH?SX!{n__8y!TA{Ey!;pKPL~3m~_;*HC{sb5SAQI_B`3nben9kzg#zlQ?3UpSGAt^ z!1g912K__+Prl*hvF}kww*M+j*-)R~przstU-_uU1;;O~$hgxUTaD_8R*`W=iWIz&zF&ffDB9Bd4=ir!>_ zKScX>2+h#D*JTCR3+C4y9^Mb{uF)Ip8RrLwrU^k3VK%CL$-hlKr%*lOP#@qgeoq+m zANe))+SP|cQWg39GWDr(*tGZ*@IO@k;^FoFwJ$ln(^7A!D7}n_{`AG;pVpl1_0mRP z{td~`F)(mMcwa*)XNK1}DR?d0$LAx*EeWN$GKWB)uzkm^w^c38$Fch>f@5k$jYQ!) z*iWMJlh(Fd-%N-26UXOR@p4+&j-Tyr(D)pmOn>4aHxTp}iTR{If{}AT!@$~Z+Kd*FFg83cCJN@gb^4onLbN)Fg{jKvz+{fc3 zrw-#6e^Xh){ee@zEtwkWR)8_SBMkkcJ+pGQU*QzI+GhMF8JItjKBpLe(c98X?T(ZG za5{BC$<*H(@(-xLPH(bLFAu#1=ZS`k`N{A?-0v1|@U z(7tCZ>Dxc9;}ux16HZ#*uJKI*=pVK}12KG$^vt-F`_Z;bCy1wTy+@d@CmE*qBZQd> zHKvQ&PlNLW;`7lAgZ*NER1W+=dzfi&wK?9Q_5USNe`e0s40E~s3;IL;5oY`E!pz5x zu}=>TgZm8P{eFgFeTCzl)yHSbVWTF9XRyCndsgcoJLClGO_cYnV~6iso$kl(TMDx( zO9$;-6$AQ!zWGUg)hv_dSK#?`MfZx;%jSAIs+qJ>p&e#vaCx zd z{Ev$#Ex=!+{9F)o`*C$q{_j_oG&}DsxIVbn;xuj{yr+QjV7P(kCCt~;gyDPSC##=B z{ViCW;n8FLVDRraA2Lk;|0)m${X%{$NL#x8+npC&zZYDo_<3HgOo7f%3kz*FT-mqr zDy-j;KMSwqBs*x@a{Ao{?p|B#^NYQ|D!3Jn$v>WOg!^;1XXj`NeqEAzY7 zdMB>$qT*2v1~W3je`EWi>a_bYH%x$EI6lIBe@N(RS2FtVZoa-1bo#3VMD_-I#rndi z@*Ms4Q$gR;#QuQccVu6L;l3W)8)5Em2=n|OtDj8r7E+6UtX^IZ^dr5(iGs-$Re8Wa zY|mX`LT25-2|VBBZdp~WZ_|1fJKeBQyvImBDP<-S$yZ3=o1siTpo`Dg**Nk?-_;Gxm`&A6rPn!q+ z5$8L?>^zU)Sru0#y0Db5e-=f4P-s!{XYV}=i?)@$44Y#Q@hZxfVW$6!XV_U6CAWEI8kf{9fXpQ#tkC|KgV=YsS@oblwg6h5ao#*7xGH>VA^+ z{(`XN;_1A~1WoQw3G@7&ccqlfeEDv`Ka3~5YqXT-cv--H7sjK6!QQZa!aP3rZrq=p ze4+KdFXaEyL1kNJOxKnOA^HgeedsTjn(PSF+&CHRo$4c&DkOeVIkbo4W%Zrfeh=fJ z_I3}L5VX7u*25@|r4NSPFtqWIoX)=gHQ{EzZp9_@47zM{pS-)gty(T$kNQpfkYrV64CiNXybLq?{X*Xd zS+AL`_=(!{+Zr>*X7V7Q2jxK+?n_~RE0ulMZu%R**B>jx-#=XKG#Bo-A^%s_YR$Lr zTg~Si!r+hT`?sBL#~L4n_6dI**3a(2CD4ET-d`nfvyW&a><9M~>x=)uwRd9876Ctz z9>So{$bW|EK8@gSFEUS=rv&FOE zZR1a_Pl4ToBxT<<13xkTCCuk*!vC*6i_Zd2X%<)Zae(u7IG&&y-|JJ~^8Y6j*2w98 zYyY=|`?obV@{tDd$KXBJ8DjYm2L4U@7sGsN-3GJsckKK3G(N)M?{K^fI}tr=BG>HE zy=cetWowRw_Pm(9jQh7WpKMA8csRiPg!vl6FyG*OLKy4~?Ss|#Yl|V?L4Ql-Fn^;y zFr2~Y!Tw-9g!94LC*wDy^7FP#bTFy;pcgT5lY>x{-N+~;)#FrJqq4E_n%7lffb)E~m&Z_z&1d1`&{ z_4uINt4^oI@*pgkpuFr~EEOl0)&?g*Mge{T)tBxh*Y{s6_fo3vUo0_A65|zCUrQ3# zn}i|1m*1xT5z0ri`a2|C+my5X5-X?sm5d&CAB|zi|Dpb}`gHzTShwwNTI20M;Gd}c z()`Vrovwnt5PuK@KdHRPao)2vH)P!zKYtY(l`ne^`i=UuUMl9rmXEZ(6{)I63 z3)H8Or*;+xWC!wiZo^zxzYd{;U_TSfH+cU^EO3p5^%~N@p|)3ANt7e(@8b9vruTn^ z&~~1NK@-O-4Wjul)Fiapv-An*7tY6o!QN5-L(Q&L=^e~b)FS%|ooBcpr|>cG1N#qk z^9u9pw2}Ke!aSbYIIrhx?H60*>Ah58ArTb;$HG^Vf*r?-ip(Ld?2pp2}6D4KPzYF!3axhPJ&YX2-a5Bi1U3E%zU z%a!fxA$~&pC(PGV;o1FPs2C3A=iS3E1oitlbQ{mFZjul3otTgS@ioe4Q)jjCD~q&1 z9)!CM)$Q(g2iBvwp4fyK><{&0lb*Wz9EbgUyqo@$KmOk+C-5KWKM8|AWBg4RaU>jvHC2ZMi}y+C=bFgpSHn}FGT&{H1O0P3)eod9;5az4pHkH9 z%^GHViy~Y9ZxQWr^J}y5fo4i@p8&sS_$ZBc%WywgnV!St?-Reb7)F&Y_+G6_|9>VB zR!JxMY?(AsPv!k=$Pb~swm1$Aes4O(w$p> zrGWgfJi_nlxKRDp`?ffqh>y1)e%tsR_>J@v=K4XHuXiIF<6Vc_%;x?fqWPR!K|&Mv z2a)ss-kwtV5%`VtMxGhtcV_Dwn4eMqBCD-~J~ub=_M`ITji(jm@b9A@)lVNh${+Lz z^<%5rOIHK=gUYoeudP$;y1)Gs4*Edl5hLE4`?j7hM)^gzo9q`qrU}-kgv}-;?`rUX z@jVjrD;hD#6Z7+gfgaRPhEI`wv-)&@SYY@S&5wln`4z%&UIfR>>a+7n(Jp?L_m0el zcme5;b~DOS%$NuIkN%D@_%GC-=s*e6N55?N`aSx`2%FyqihTawHb{Sd&9JAyKS%NS z2tz&`o)b&flZ{GtAD<69)cJ`OxtEoGe2=e{Y+xtWxXdH{d_YmtmIw+%|v0 zx#6*vJpZ(9?aG_qMSZxuw}lN6w%;DX^VQqpP5!Jn-})X3`X9nDA0dCXo%>kUY1Mgd zkK11VwOui)3#`{R;dl`Pe^7o@&iB`1h90_-eYrd2-!Wc^Ijfy~SN0XW7m4;j81w`C zBMj?D)SuWPOLc;NWWxM|@QK8e_($F`-_j7`FEP^C>Rf}$Ks=& z@36UJ0sa-~i;q5Va@*h5`$ah3_-i*@dh}}j|2_KtzRcj2Udv&9gZ?AFvD>t2{k=TD zzC(H9+|O=iV4s7;@*)iOiTcTKF||h+*3-zZ9nKe{lDb@h^LvD!)JEHy`AGaEdJ?U- z)~&0v0%75Nk+?r(@#!;5A^x%#_s8%PI*&&f^bhwhSvlJ;WaVrd-hP*6tD;M=eutIcsy@O1^+%NwrF6oT@2U*)=$dWU_EI}2CR2bK1nC7 zHLi`h2JhFQz7UpU>-S`NqYLg@THw#o{*pU~j_NeD^?V)HPhKngU{tn|Jd3ZAZ`utT zJZISd%J0va6EoZ%{1xsWCnJV<2>C;ppBEtv{vF%j?WU|5la&GYg9*PZD37z>3;Kxj z{cgly&)6Qr?0jd+h_3Fb)~)~Vg8G@_c*A8@R6XqXV*Qj0IaQtd$-w-H_MY*pJkZde-#L`_Y{OZ?&AX2?EV1! zp!U|fL}Whu2IIl;?KSmCRa|oi`a}8bjj$N=aNY}u7m)t_@5|4qw7V@)M)-j2?W&gV z7hv^+@;%T~yJ2Zb>wPNx{=lh)!w-$UCek}1N%ReG*<4r zd3(6uh5R}6dd}t9DS--1{)gVE>+9IShcv% zLEsnCb7bnaKW87iaDR1Vo3=r}!4lvvaC}E^$9XHb$AN#s@uaRc4ryGRuQ->=Q?J&I ztWWag`OefEn>6(N^I$%r`iLQ3#r~-r=3nfeVRm2S*lZUgl}-+@p2hJJ2Kul)hM9bh zZIxFU)&4iXpLOhnLEz%BPOyJ~->2=)>ls}69r!^wW%|zK>U}(4l9sl8J-@2$(Is(7({A+s5j;D|2E{AxV+PiC9=~HR~<3WC+shvCPOC-VLnG5IDkJu zdI)pJwBAoZdQOG8FFa~8lgD?b?!Rt-w%H!|f#W$H)xPV!`{rP87(WpP z`jLNx!Tykcr++>COWWRq3htVyP(f#zqxjPId-c90AswI zJI^h_EOI-n_mQ4lx5)>(21c;|PZM$z1_cQPcR)W-{<#fHTL%AZ{r_gHe`b38^YDU~ zJpauw<6oZjvcL{SySV?)6Fy!)qPY*g$Mf;$?KM6u948C$2ipJn_3w5*NckdTL-v0D z$mKUSGS^}LM*X_5M`BaRbOo4Skw1jN{?Yyj13joe4AXlELcZ6Vj~kU{$RtyFes#k_ z`$?fd4~{SYRS(~pPA1CC-YzN`&o2t<3i^ie_{E*M-OD$q!hC|`zohfJV8^2NJpXkm z%eB!@_ZW}gE}d8_G1cQ5Uym@%)*A(#5(^h~*((=8<0-I7I%XU%&Ew~SV2c6DM~D6o zS3X#M@cKuHA8>pHe^PYfz9}kvB>55sezqy+`CuyN`L4?g*DsZg+5qta@|Q5g3#iYm zoc`ZhVCBqzUS26b;>?*mINy%>{wwy|H<=dB0cVZ+e`RiSk1fS(fPd)!ul(72;L=}T zSpVSu@m0M?)zjTZ^7SNPuxI4&)eVLI35jw%9=KX6wfLGsE5A`*g*UgV?oQdF#O^N@ z*7+7FEI0!3J1b=oQ^G5x>k>3n}}-2dYJn>#*Pp6Vq9`2ig7&79EU zy2m59y%Fa6M3|pnx_Mst{mpC@&{rJq&HS>;eczH{zZT_nv;L3r;y6ow9;MjaQl-#p z5BM`IC#=lwGZnYEcN($fF#MmQo;aRhxHHMGq^Humuy(Uy{77#}^c#!nPha3Y6P#Zd zK1BZEmdMLJ{KXj%<@;#p)ZyT&rI3HfX-p3aR^YPuD zvMSPNrYg^e-M+f3B|xSc;t%xackGv(FjAZW@0X!`?mqZ)=!;$Jd2^(AsImftG7y&+zDq7s}(Fciz{ z-on#E>?f>(`DX3E7~+%BZLk)t$EiNVtGJ&;82FF=gD}LuNH4?eeG2wHTYud-yx|AcvdwLCf2(rR=s*sn(ZmERomX$<^d5?hZm%<}ma=2u24 zW_<(s;QU-MSuW#-$_t*)CJgZ_^1mW_)IEq>2mQkO_jk$^CS+Cs|It4&%;t;xY0{O4lMi$MKp6Z3`o9PI z>x(|eIk5ki5gyz*wrW~rH1HGk=fPt+rBkwhp+6k|gC~h4qt=cDej>jf>NSPzpZS~n zzlX-(E(K~l;Q0=Q*?qT1yU!j?4E5#mcvKuyoow3r|C-p|Z3O=-1n z>v;V8WbA2Qca!4`VVZQ!+V(IU(ReB1@AL9|iJl{na)<4K!Rvu6C zW8d2my$rMSFIBxP^H#pf1%BZ7gyq@!>8khjH%_k~2>Tgmzfbq<|4>qTg#90fKp4h{ z{C}G2R`V?+j_+3x=JI)VS$=cJx`6V6BBd{yms zZQ9-&y8L_rVW1cLtFCRI-aEPVy+FjzgwXIMXAzVd~%y=Qjh z5}2>B{tKOWt*+^<|6krm>^}%YJcjyAn6HOkjM>n*>G5FjZ^$pg{Ji*!lj}7u4=m>U zYcH-lSCqcf;Pd&*_D9QW6rX}We=P2g;WWwzF?@j56NI@wvvS72m-$z;D@H8l@!TuL z&>ybXdqRF2{lP1p-?L8VtcCHR{t$-s1&;q!Qbl@ybv>9rP`)))6Lr4LeFXBt?`xhN z{=QTO?i_py@fXJP zueXO^+Y(q082xkYu+9%RD#>tvR_n2A{fCV;|HA>t%@>qr!29oL|Fwwud|G?jQFt=v zFORq1$hjr2k{=H9$uO}z2m?QH{BL?*=`;R)GQ@M3?|+kAPe zzfgbQHh<~1SzjIYt8hK}&e`vmZgnNkU%i`arL;1mHNTDgc=zh~_=EM+C8cRTdLR8c zf5ZS!pa=VZ|KfE)=#SQT0NeYZy*JpQhlJ98lHZ2~$A1^~Y7gVb@qRS-_?oi$HN1a~ z^8I+Sv^jH+4g3E$;bZxlb0eoJgFnIcKGvu1-13LNXC{37?ponqG!6VO(pRSwza!@S zc^=;qmaCxtSoulnuP$kP$bgo!^4qBWPkI|3yuY@W$J3vcn^!xH%mIBy`o7Ahj`Kl7@2`t>IzIt<;`a?R zWxN7ye!{xqEE^r%;gEASt2qvk@Hm$zm4d_WlPXJLB`&!+LP z`s&nw&C)l)uSHTTGQIDBgBdtj))&95@{A62;y{6YDAoA0Es zBship-*5hFd`?a6z~?{0?EgB2?}N9hW;n0p_Wr$PVdtdtU**~Ux?k*iK01Mq=TFFe8M*yqfWH_o5(fETdw+Xf zPaUz|9oCx|PZQ?z5i4isN&Zeabv6854ah@0K6eTE-tl=mjsiXIt^Su`uxGLTG7SDx zJU=lE{z%L}cZu1CXYMs@2YZ`{-xKy?-xH?$U#vdUKX-|j@jJ)mZ87M- zm|wg+3FXN!%fB)#<&FGtmw3?o>p=AyC0B_NNMFn6-y_n8F!{Jkx(Yhr8rv z%YqR*1(*+X#q}i*rM_q!77piM#q+PbRQuGFs5Pzeidf$6Qp08)`>q=f^Q~AO?o#*b zeD8G7hV_nE-`u4wdOvcP?ZWieUE1CzL*DWX$ZwUneZtV5_`DG-hkS`x9~p-IDC9TQ zSK3GY5mv}XdvKSY?xt&ZFc8`o=K~p57(nz>Ig2mcWyWs)-no58@b4&J!k|Cczf5X_ z_W-p+EMMYI803ZHm3bW)*YDmy@Lwn&!cdO869)Se+poLq+T=Nh zBQ~-4$6fZ}pbyLEKLmauJ#rcuL9Utipgw*tr@3y*kZt+weLQ!$5k9s}XXGG0#Qq3F ze2?wRm2Lm8`cyo`v(#SY^2aB9TmNqW`6<6_OZW7Q*7JAxy?jvQt6K%jb{G-^vxGSkDX7+XK%JvuCl^iU4bw3;f{6KmcX6-A@F}kYM{1^NM(oY!l z0mn-i><{Iq6l-IfWugK9mx=T#HB@dpH$0A=7jakCZMq(0m<06T_sUC^C-+Z@W#?(# zl|P?}4;nD`^`Y8!^6=j0-tvm@jkNZG6X#0|!~O)ym!4<&xuCOb zk5kvOMc*@s*BcCj{!kv&4)%%Tcb@Czp(=U{I?p#3$sRFvQb;+Mz$> zzw<%qef`$S$r+LS2}3-g{;?hSNBinr_H5V{+4E4J!}q()+8W$h&;;_u`P$_~#rNWp zp(;yN+{F4P4DtQJKllwq2>1zDd#c2`e=zMo3DmoTid>Sg-sI{2|IybO#e6}d_3kw#)2}dpSBdFm*Z|kd0>WU=7!Nch6y48{ zc?R-F`ZQ$@PW(1ebe}o$Lm1Y#)V_Mh{Hl^@&=2ZgGbS(Ga#<={?+G;1xhq>~tQ9r8)>d2x${NecBCM8H83z!4_p?!3l9QyrJun~O!f$w))_|r18Jr~-=^-n>! zn-@Fx_|dbYKjjAuv-v<6<~zOr{Epp!_61PCG!xU?4Y4eJFDoF-<0Hd#o>Yec9*;2S1L^5rlBMkS%@EcbXn)-s z{=@{F+p9wVA1csl35p4{>I42>yj~RaFnd2dsh@sF`adT@kDN`bvqtU&d1Agp81#kt z5^JaPlk9mOZ`ku}KCN2il;VhDZ$!Vteg z|HiPMo%}b3csKlS4E8zbAH1LRLH&V$M)|S+>3c~w9?Tc?H;kS};-5XA&G?NHY>B$- z1NMdUt>+q7?`zLGfjVxRtbOUF_-0U%it!D+gaWiAIweqRBWSFe}Jt3$ql{OUGs-0XfbjQc0upZV%iAvKVnAbonOf2OwF ze5(AD_+yx@2lf0rta^LU65=89uNS&?f8tat=nwTz80?eUcW*m-<(mNF4bB(6I_p^Gr3>8~hW9Q<_^ z@Q3k7|F_=#Kd+U59_-IR+p2v^%N@QxF>tpyd1a?0j~510GQIY8&*k~E!Ai%U&T37p z{wFXvdO>ldqY&aN+MhvoM`eS{`@vq2AA@Ug?s@A@vHeYfVb{2qS^iIX{$LoUKQwO5 ze;t{>HB41&8=co`YFoCc$Sh@(Ka`TXK3HX%M+y9J{*Ah zMqly#CJgkT{TZ)XvGDHB9^4-pAGs}eI==<>H_@JqFP5w9JJ<>GH}vPmm6xA1gzRSj zFE1br@<4u!{|qTp88MEpmk7iEV`00AO7VuEhJ270;Xd7M)|eLp@faUX5VP;E1q@Fm zeh9<-#rZ&(&j*u3GrlbxC))o;{s}|AfbrSn#*pP1V?O|WG=7=mzHPe=!9I~c6U2~T zVY}&^U&6dBZ*IS)*YB+9s?(Ew?;$X4X&>htC%TUS*V}#iUh*7yx*zxVeTJ48j133} zda%DfN8Iw}Pl)C5z0V)D)+gByz}}I*zUFyJ=~JZSUJ?C-!QcGTE^(jw>pQ)zqkg6Y z^pE=N>lN7T%ei~7zal>0D(LICOwq7|3(Pm1zl3FGl706L^EkfwO;0#4i1yxhTf(?P zg9*?d&ab}v*L(P{Im_dJ-(!g{l^QenddN&=bI#5?>)HLO0yBYpYS!6kSbrhCX7S1+ zZ~DxI_=)+a+3$_h<^^p5{&9Zy8#*{&!fg`B7vOdWd?r@$8*J~EP9ts3=mT>#E)G+HXVkiH8LSSij z!Rm~aJ*&40ECp--ytT;W^WXC1bJeg5m9QU&;}eE>iQ_X&=MM#hAs<5fW0?NmMqrui zweJ($hr!kl1GGjJNBhkJdOgMR9`K~*xw>Qlj|T&4x7_RYYd);M(4R5P?8ADR;l*zu zW1v5jmvxw;iQ+_ih<`|*b)5g8m!>A*kHqKU1=iUcE}U0d0QDVuK1X_w>03uuuNPRq zit;}()(i4q%x4*PCH@KXd}3fH)o7R2H14k%Hlg{?Fx}527&vg*f;*}gpgo(%X*+^m{=Z!!T$~T8^iuR>Vw+(`g`EK3e7LWRe3#R;8FMWmizhv zzw~@v*Wxad1n-6P+w@A@wEdMS z@Q3zF82r({?JU0ABn-FyId3BHgY?^6Y*!atnab{86)@bF{JE`Jnt{iG6KwxlU^^&r z?B(zq;Qx?b+p(Ws51uvy^o{zl-B6|6_&Ww!^NAdl`d#uzmQwPfIt&?*e); zUfAh-Ub~*q3-piiz)s(1xkX=hc79es80-!CA~{EKO;SM$-NY+QZ2xL zpuLZ<7HW6Qse*bV&i@g^dl#0ESqAhYJtLz0oU^m^;d>mUhcMhnPx!@H+ZF|9c%I=| zF}eZYxIK*cJU95^n3LSU+Pn2KQ{JBp_JRG|Pg(!;)2KN-|8Ov^p4mOT3(t2LX8Dvu zbe2wu#Tm#KkY9%vLr&UVmVx<){168J^iR7?CXMItJAYGp)>G->gh!q=ZoW2bBjkrD zpOJO_^M#=$e0;~Qj~AsZQ3Uy-eK{Izm@wY*67c&E275yON6D<-FMo3z*dN;Gs6jak zwmMyb^$GGj>iEZE3n-N_`(!wt+DEHidKz9MI&Y2r6NdSX{EW7qFzMNJfB3$h+7Wa4 zjdnd+*Wc_WukVeX(SPPtV}Gaz)BBr?Tn3n)=lU3Z- z=1^f~nUV^~UsvqU$NKeKI?D)djg|=h8-x6&{*A#NFu$Yc`TA>Y!HNMrx4wq{sQvn9 zNvRh$ATRWp7?ICr%$ue*yht zemc%XcEZfaV%U$z`8{sH%=p1BT0H)Z6FO!zq%MZ_8p>x}n(Ld5-YrnSKzWYKH#yaI zsUGgrCHyAK_vfUUz%M@UtT6j+)`J#UzhS$xk$1;2pJ#%9LHeBUee&?}yeBo8@*U?d z0c$p1c>v?n^MslH#>aHgdN84o=Lh5O6%;?KTEpvaF5&5O*KhvG*Xt7!Up?LTM|7V) z%5%aK-HYkJ`oj7S^j5-bWj{0_wP&$2LSR9Op>oLM0U#u??2Kvw+xMu}V)h-j=e}?j( zGAM9G`By3KAE(%T^*r4^5Y9v5e4MiBX4v`za_oK$!IZX|8{rW%`TAk1#oUFRh9p7# z3gt%_;sL%-SbiCe&)Vt#g9K9}ZNBezbmja{O|efJJMIC<8|T-wA!Bz<&JgXdpg*5B zRyJ_SeHGvzV&KaKt6xAN!x4-LvxiM{BVE z@#6VL7}mQe{}~3Sk9cZ}&JUx!X9Oh8dbC&ceNdM8dBS`@ZpLeiWFPZ+Ko5@R(PhZ{ zYi5_^{-gIj`X5*m({2mz~T$Gr<0!S!Y!KeQLm z0cCABz8-_`L(v`?rt`D{!f?J9`}4GNzjjqYbU!<;Hwg3k9${FYpnZ8J3LK=bO@#S{ z`XkKO*Iw&9FWkKKOCgN-W0>x15qNDc4)#B=AM6L;Ck*z1@*vFXL0*Z2?wCCv0`Us% zpD@@n=0}8izC2UW-Ra5`9r=F5-^?4^7gXAAgzq;{UW9>P)bA|K^cOu!E8zP$dHyxGao3q~A#d3E8-aJgyT)mgdcpn^(&rtP zoo2W63+M;qh4+fD`P;4tARj^bdViQ`V5HIr{u{B6{*&sL11)(z=VP|==gsRkA)caq zeJ*Bb%1)1hc!l!uDNj@0px6cMf$;6c!>W!IK)k^DIxiq4_i2Yxm|sTX`NeROgu&k! z);p*#YKQd_+84ttpJ(s0^A@a~)dS}(n|t0hZ7j$W^))Xxut4(nRNxooF)uzg_l5Na zi1!$O34?y5E`>GvyF>>rv_&;`(7h#^S`1ZKbEkbGs*i(s^ zKf>T2#vwKyH+1)X(R~d#AAAu*y%6U!VTgZd53HTOHx>{Ed851tgT7EdzK$*>r2`6~ zzC!dN=J~$whE@BvW|zYJpy$ubTeEzw=>P1nUg3)v>J5a8o3DPE{SoeSK>y@tm(VHs zp()4{?a9ynZFa))bckO_KVe>~Q8`$Op81nCQIZ69%)+oN#1UjD7KeR+Hqmc6~c z@}VEs4`Dvvg>Ral34=dC|0pm2EAFZlD=xD8N(6*KKS)o2Ttm8sgEr9DN32i6Fh0)D z00s9~`ggj4zoq9rLN4j8UC+K}7X)m-KHg@#=sY~ilQ8$+gh9S2kHA4aD^*sR1HDLJ zps&+(iO7-QZ>SwHypQ7rwp3+IG>BvO0Sba7u6dsNd|!4G*%QM%NPa=3t8#;veuQ|5 z^aMSU-F)?F6pzRA2Nzet*Y`aCnLp?26`f7fA->@F^W#d4c1+y@{*iEbgW@^UE|8z1 zeJ@Z<(sdit3igNX3l`RmHiT;!@^pEqGwbS?P0)|)!F|ohPspQ}v*NR#cA8J)FLa6C(o^pv_*+$+zYBdbH-FRF!F;}lewi2KW9uZ%{B`KBfI_vZEg)Z%7h#Cc)E~Bkf5Q1i z?I3UDCu~sDm$?DG;QbL|`wyGi^3>qzNT^q1J(e)ktC3!Y4^w}H!JeqU^W}o2B|D)0 zg8pRDgGKflMFYVek)FjJi+f*ns)zIIgq3plS3Xz;`4Gx~akn9Pk9MAe{dAP?;w5?4 z-w&~b{UMAWgrOda^ekSVIc%Dd1J5rPZ$4o+yh|sjzaqbjw>ib!SgZ*0Kzk$%{u}kb z_-C1ozi%b1=WxCghWUW>FBy~)>*TqIuiuvVTDVUya)5kSS1d2WaGnGGD`6N9{W)v* zA$k~Q^_nG3qcRf$=J0%Ssn?#{!{0=JeWH9AP9pg%lQ=(Va?U$guVMeoM&5RD_i1O} zdk6?aevbMe%b7_<{T`&snzfwv)E>UV49p#83Abg-3uMv_HbUKFu)8 zw^kfD`JsNmFv#ano+~mIub&ya2mBTCPZ;bQ_0KTfmnB$nWA&4+JO1PQ$t$Xxhv%f+ z1bQ)FSh-HQdFq%wu)gmro*#rkUuX|2kDQ6=E7OCouU6)run5=s1>a-fe2*H?GQzI% z55(JJ;`a$dJofk-^YbrJUa}<;u0gQALwchM_Uw0^8q58E)Ya$j+Ggo0*V24m<=S__ zm0jv^pCt0XD#$!dzGE@OUyN^rp+1EASv^8RdqA@z)Z@|K*VsO;AAMa^&%k_c%^3Y# z8!r#!>!&pnKlE)~7X#zt{9Lo%UatQY(R~R>-;yy<c^GO{LlLq05T( zcpl|R81{!~JbWMc$M_Hzm^Ncoc`F}3Zb{CkQ5QPFemIWL@MC&EZd+2fdd(HkKeZ$7 zn9Tay9vty|(;BEBqx|9!v+tJ$an%Pdorc58J&3-z`qNcwEVsk`LTGPsKhq!dK05>C zjs9qTP>p?RqYcO#`5_GbQG30swqM#t;0MQBPnex=VwjzuAl#`xy}#k;TD@b%PhdT< zPHZ29;e0akM;P)Sl;1|1$@i8{f5r8&acS}V++0&w-yuC4uPtxcH2yo}Q}}*-pIKK^ zK1Oi=6hEw|a?^{IFkdj=Aq?{c`6CSWf&M0b)aunY*Tunl3iFxx=@puJ^S<%*Z2Y;F zw;vs3U_Rma@s)FfG@Y&Cyc~|dshfMIo1`E3H%l>poBn&6*J*<2dqm6^2t&Oa?Uyjr zv(aBO%=p>#-eqEuVH?no{&Lf=ZM*V2sBr(E@U*9QV}ak4!n=^VcWHfTDnK}LjHvGZ@V+x#r~M+ z{|%7-Z4Vnqq>fd9^(xxKww4(OH)Lvpe?xyp82U&3Zu|Bj)yA|dyDwj`eR28P7gk>( zo+CXBv-RHg`tfH@xGnccUpSZucW0GC{zA~*bv+RHL3!+GZ*noTS+2y+rzdK)Po8|{cSlyg zNz^_s_h!>$&>zxI80v3Gf8wz1TXqTi0e!e$BFz0E!}R~Tg2cdrW6NLJ!TJT|nHVEX z5x!1_{0;S+*c=*~G_?@&O|;jY_RI64N;krJ5NzK$C$UHI6p?>GdKjkrbObvuDEBT- zsFDsK{q20a{!W);f#5H(za&-HsG8C!uFoX(lf@?g`~N0E(&U19V>-ISd>ky6chdHB zSG&+p5Wi5KNogO8pSX{Pd<^TWN#9m&{XKsVum9~*9OonxF$Urv)`NFx*UjwH z_O)w~veksK*TG)U-gd?BRxN*gP5BzbTbdMx?|jVbE4vVb{OS3|z)?4(s{o_D??TM& zdAIr`l?jH+fPU2PZtFRIYd=hYd>)_QeJij14UvBBXfb|>NQ*u_JWyVF(|KFm2N&ccXYxfZ!_?`#lx2HtaL#OB+_+PZw zJ@0DEr*5zWe}eX$VwAjezM-hThVn}pXI(Qp#RBFh+F#0><$HU7-VXUc`rEy}lY_G? zU&z)=4;0Ib;RY$puL;BdyEOdW4*quO-x&JCct_8JKSF-k`)vP?wbTCr30OO;m+aka z?0INkCd?1aPZ@qg`PbenvqFD|eFOO*Kl`*wPF?GN1?(I7-={b3N61Pc%nxkeZ`R+% z`qN3sPtg7uUc~Sw^Qv`*DROkbwqXB@lsX;T|M>d{B7@RzI3+>-6XkhelXlxy2}#K3 z(H;pye8KS#v`Y;cxw#(bM|~aipVsSOxE$yM_z^8 zF!y%{pLFqU-hB+}N6611tKuxX71{8Au;}j@t|fUf{DbIaxP|CtnB^CT);4dwb2%LJ ziToaVl%V52^e&wLLV2bh+_P8Xy)^6>A%BMlUGMIayH@%h^>_Hg+`9qK-}C%8O=al# z??o?oK2I3pFTS5<_xzRQSx?AMP@aSp*nT-{-~a!f|HSZ|F&&2%JOgk>g$+woz~dbny@~`_;_5?+pbHyGv5z9KCp9(!O_k< z|2;l=#LySZE`fZIpX2`Nl|8<90RLew=7%uEo8Et8kpI8WtNuT{hvp-DpRMm)a`{_ZKI6mF^n|3U4D;d?yvAICrBba$~& zhyNeMcyavarz7t=t?XDsIKyJzr9mTlbNOY2>i6A0NA&;1C{M!Rudu(2m2$ytvG1%Pw{}K>EoH`>vU0BoFq8_Lntm(!f1s&Ak4e6?QunC8lUp9vT1>mb*Yl?wcdu)RGygZPd8pE=OE<=mVU=nw7rtm?NtM|(a6e}do75a#O}!cb4a_(~Y+ zx7Z)UEFT~Y^7yxZw*P&0>cl(oI$a>2+Ag;DZ2jlEEi4+L-iQ7odsF`Yg#PkSA4U4J zx73~W{wcbThwz>phqS5P;QSKSr?Nk+t5E7N0_F?K>s;Bkf;|<}A%3E~bL@*P6`Hl6 z9=$+3UXIVJKPppa!T6XDvKg|HJ3cZz$}sHA-|J2j+|CYd;pu^GlKILh*($_kRpCeGumU ziZJ*)ILxx+jIM!t2Q^y1Nq?ixellE45s?B`$+`3lXNymU9*MBh3jF$@~22%gdrZGJ+SB5 z_a(WfyJe(Ssla*#fopzeuj1JdgJ!i|gCq{&JLm z-i9}W)y*9{zWx_O{KWV3?t07FX|>2+qxi{iCB>f${ocDgow)}7KMw7YFvLgf|3c__ zrS5&J0VBT`mLA{bH>{1%C&FBRtex!_T==H{wD`hXpdafQgrVMr@+Qo`_rEx{Bspg3 zZ=fIJ>qWO%SKHY#5RXv5ggbhYJzos%*XwOTFQ5ryxmgX0tKxQMj}DEvBYc@_9U`^dLTRcssY z1@?mL1;QYof7-!65gvI^@7F?8m@hb9zMIv<9j{a2z9r1h2*Y{<<&*FBU(bm-qWfIX zA2Dpg-j9pTo%5;!AzB_kWF97j;Gl<`b?r^AQ6*$Uk9-9~dtRlrQ$T z53lC-&M-UATAS`BQtX+ZLCyRlpz0=W1)?u#1&Zio=ON!k{12-!;>PmCwR&fPC=zYyC|;K80jM zK7{^_Fs!#xp4WCrH&m&M>fiMIS;Zq-Wg)O0L0r6OaB6S)F1(&re6-U=@8$N=dx^f{ zTf^s0wAcdUV}HeMqt-7^O@R4}^k3I7E;;ns5Bwqacing3cdMERkO$$t^IYq??*n^5 z`fki$z4v#@WNx1~5*}V25W52OgY)f1>e`F%S5M*geB(=z#KOdfQrjeO{lYN&zKvm4 zANenT*SoQwf?zz%e+WZ7ME#biTW*?DRKfQjO7cxcs#!aMJ)-@Vv>#Da6^i7G@-EeI zuv*vsg%Yc;l=iFrSmtsKDfGFy(-tI9^5@;xzJbe{;u7s8NVp#7Guw0ydxs1L+%oKJ*#JY?{A)ag^$R!$#bK3{L{ooQ=uvl{qCd6XYZN(!9g1O5o18(8+EfIQsltCaK7HU z*R=ZF#(S{7LHi^O{Qc9eJe2sYFp<;BI{O~yavMUwH%IQXQH?7QN%Y@5d3<&cli`-FW7-!5n~dsix&FJ)qW2?PIFA0`aO!Df0`&BpW#G`e|J74IW4uH#P376JL8WN<%#Z<0)Y{uZa314D_J>?`7yn3?Eqp=iAU;3G?$0_u3B(OflIB>k+iK`#SG_ z^{|!(|79TN|NgA@H9L~$@b&xsW43+gTrQDg=NIok-n!Uu&uMm_rQm^)SMcKQ>p;KQ z-^0}*8;3}X>OIKM!!0tWZcGy0H-z$enC$!Loud-uhiDHEUv=AKnfeOWYe?_I)`}!; z%a78V$X`6_?Cxr_F$3O5e@K|G9~ox;@X@q(N5`1iwf9qj^*82UkFo-0 zT=X#D@_O|2!Lp9Bbr6qq#r!kO>dAy*e+T(_++EQxKd%|+L4FCt`V9T;<6fORB`hm~ zdM!PV81zZl`FxB_ny>m@gPlDxaiSP1#xw^ih9^dA*~`x$E)7oF}kfjsCSN+ABpSCII{)%D*b*g-ha_ z=U~5nVtEh-`tbe-*1n(gQFZ@?)sGp@@^l}qfH1@t9RG=0gH`Ar(f@;C|Ae8wfbw{< zGa}k~K|9z#JzrWg?A@`Yaz>K>VnYcRF+ESP9r!{2Lm2dl@r<>z^BPY+Zn^g6b~umM z)r+Mqd##xW&*S{6ZqM(1=3Rd&cHV<9(2MjDhUXF2j21MmR(l2U0pDl%9MNCnxg;mE zx*6gv=GTOQUbMfOHvjn4PE{~pP+!lwI}R=%D8c8~^PB3L<74f)zh#*2a~C{+`)b1! z`&-}-&_CApb2L7Alm8#Rptix<{Cc+!;7>7subUA0?&R?W{JcQjd6W7H=e0Qhgn>TH z*Xph|zBsl17x0h#)zzp5HyjszKZLkmAn)6LgyH|baD4W>I@K!} zPWrb$7$4_Py>avWk4H{&`PcV9vO={Bh#kKd}FR`N}KBK3xfl3z%R3V6Z3T zzj5`XgH4CK!}n=89>ZUVpT^pjy-De5;Lq&E^Px#Y-!o&C=)5?N-_+eVf1h?a_ye3j zO_qxiR&_YX>#t42-`%`C$&8QRlpK&8JK_(-1Ei-Zxy2}=tq$Z#IQNgd@cV9_&os-| z&7J!~62`;+n{D!)hAe#x-*4gb&C^;}*IzgR^9|{Lt@*L_xWp3}5AFT6+oUHmOb5zz zqUT@79Wwp7$Bz5I*PqR|oAnexJ;OoF-y5Bnvq6TU?=`SL!cc!fe&0-w{go{k0{J=0 zn=qW$K>FT9`2HNeQ3}4lq3741uJybvx=#!3;|*e-zrD$>7;q=#9bcckDYd@;1==BjnpiA7Q>8V(mxR^E0*U4(oq{d>iX+Er`KBjl}#C zhW!Ba&x9r8D4r39^NTbdz0c}zteu_bXZ^AB>V!LJFnacPPPMp~&DW=Ir;W_8-6pDM zBY$rf=8m4JF4`Z*_0YRC?ddDyMfG5m@4HOj-Ql-4fxPhfchB$M>TR}zpKp6_B=Mju ztVW?bwZBiiH@$g!9j}+XKis;#eBn>)jdV1L_xi#|o#qZE{D*-!jbBvmdi&D$Y7Dx{n>{|9IibypE;Ec|P)Ko|0to zAp^*V!o~Vv_zm5+Lm2jBF#fQ1b{>W>%xBD3+4D>v472YW7#>di5{C2O$p5DXPtC2z z8X!Is{=7~%U}XnbKcT<jEl&hBmbXMqvsu{H@?}iV z_YMhF@I4Fm_hoUQrPtClXvg_L81#w$=*yj99*ZJ7!+oh|ePidq;X(m-MZ$n|2rGV}EQ%4D!c(k=kKA%(oc!A^r&i zy~tndulci=sEgtO`kSwILz|QZ+0Y;Q2g0Clv}e}N_OHGkY&rB~Y=oQ!x^Exz zxAyxzlz8|i8Xt31| z{59rd3@4HN2}3-_@fp5P;}HgZ;P^jQ8!C3FOeU@e7}@1=mX`$p8xdk`+WWO`(emR~&K3^ztxl=*U&o5&? zzYMeU1wyF-(fca(WZ)K!@gsob(eNXYtj4CZExeh9&Ld8giu~GQ&KhkySG3!L~K7ohH1VE zWxg+3*O=YKHVe&tIW@&YTEk zuX|uWIKF~!<+ujJn=l{6@k+?BJH}^*x%^l=`B&D?^`|Idk$Bx#be}Vhr`Yv}k!L#G zpCJ`2@=rp-ApigV#;{*8?r#kBqp|3jskozh9Z zL=VJov`@kyKhzhapXxtC#hs=tDdXE=y@v8uyy2yP;r&XmZ^TN*JM=y*ysEf}^rK|^ zRrTlZlb~;E-`MA+md{e~C*t*{Q0e$r4Xx5r<}Vlq`f>bDUyO!LeLD*1L47NGO!&R> zp`+{%qE~sz;g#R7p91+|{|r+;B2?boA;DVCkN2-)*CRjmNQpuXJ+BgWB_nv8Iruw# zUnMF0g21g6)<@#}NT^cNc~!hmEBs%UI36<$>v4MiYp-Vu2O4(J!+0iCK`eck=pzjF zjr^#3ELq?2fhpvx$iLdKySjE?&cpo1{t2`CuaIHd|6>^PP3%u?_Jg}28ok)}ctW+f zf^m6G2bq86nDM8!+418oM@K$C)k;1F1YeX?Jiz+9x!L^X(%0<&z=UduS$#;T_M~`7 zSfAyrzQ(Z93(OCMohPoHVWd_C`N(gv{W47PP1reQyvEz7^^jlT{Of$|tm*2t{%pM@ z?0oz6&Hf5mpf7R$z%W~{F%0rTd!^?gzM*{(hJ1wj$NnI{L49?(X7_f`+|Qj1B{zua zW7te${Xh65=66DBhw}vD{ElI;U-W;}4(Bt(@tL;=;(CZ-$j4E??D=9PF z4)Q~y?`27F>7a+;KhXcFcecB*?Cw^G2iQMhR$mqp=JQp3RjP8w_+juq+K2kN?{(g* zMBfXbd)d9HiI@;#xZv3*=ZhzrbT?4Mz}uSux6{cV;0nhp>@#r12BX+Ml% z=nv(md3W5nG0#m|{vqt@C>dyEdQgsy-*sL{o}RNTj|W||Uvzymyp4VDA?)_6n{%@A zG4N+dzm~>B%`($j@IKO~Wjrt-AfW?04=mJLekQ^H!817jj`pWj>^^_p?VYms==~mj zrtLjjAj|EshiCcxT~FRfP6Ua=Pe_>Mk3#LP+Dm?`6>xoO55K6;wdZ8;C&-`nsFJ+d zs_{y7G+s|h%P(c?*YSAOQ)$?|uq=5l-=1347cN??hSAX8dako^Hgk`M^%&tDX&p8M z-IrCPe4-~|1=ha5xpdOTa;Vqf_&v`b7lz)v1Lu{+`Mj`~%CdeMy)T2jG5+;By6aPX zmgu}L+Jla;$H>p|`?-JB*&R6P<+wPO?+SH?H^?^Bj)(dPKF=_tSJz!CV)LA3V9(<9 zoRDFv4>QdDz3!4{S2VXSVe2EI?k%6d@7FH^eW*{}`;J%7C@8}GLVgIt{vy)P+L=D} z#@}C_Bx%d_r#ErAUWofr*v~+F(3duGeDum2>P4u3{V~txCZFF4`7!dNAC#@#`FRM; z4;)|rq}R*o*Dgam!twNr+$@!YMF0PX`3PZF{}D2rLHZyJ`7h32{d@Me4_QS*K8yVu z6peEd8jXT{6zMaZII$$r+LQZp!|7eKE;d{N`^Ws3Fg%a?BnF6A>0m( z^crRO`B!E7a{2WhsMq;jp%2f`dtY9cGkg9OsDGh-_5S*{GC^IR=fB2g`DfJvwIQBi z|Ag6or;sq0x3PosAlLd~9ZlKugsC1OGh&v@I1=PM62mh`I*bmKgK7M-aq^`dX%&J zq|n4o$xH7)E3kJ{@q8x?^AYWZwRig$gS}9DK%ee<=1*kikvvTjuXS@c_mb<=w zf6TYcBKxP`@3~Aqk>a=6cJ;}UyQ&mhNxo(mPlT^kJ;n1)!oUy8-|XR-)o)VFC*!tY^l)r{$$tmuy7^d?# zLd&Z?#@QPNgZ@w+1LCwE-l~2F{sH+JP<^-c-SZ_7pOOCotW^W%|5i9i?dF=!y3Syq zINqR%9VXOge1Q9V>HXzvPnBdo=kavVMzvjY_qTw&s6FdaX_9LQoTo+k4JxXS9l!M% zw4;6o-7SB3IkpSr3)FvAVr1v#yK9j}#JS z`-2Qa|JdK)2dchrw)BJlo5S&jRDKz&@Uj`^E9!gb7-x<1YcIikL;D@-87*Hrvk?3( z`fI{q&nUm4^OwA`TkgZ-&Cq?JUN`Q?Lw`8lFuC3J22p8Bro=ztj&wd-IBfQU{4pQj z!})$3k1*uFNFQOCpVVLQsXU)kqW>?z_4+WxFrSeg!aScQ%=5QlJ9I3TXNb-N(esFT zy~w7A<+6RY?<6}=y~n0d(W++IQaDfJB9^yJnT_d?RigW_#{7d-+4I!yM*fqY=kd_y zVen*$b(gq&Y?V)xU;H!?=)rhldvcp+la|O{kUqjNKhb^&!~M8~udDnx?JYXrkNUH{ zGcI~jxAEYwuzmQjw(%1`{bBWO;qVc`L8C14Aiu(TmYvl`ou8e1vU;!3&L;NB>I~8U z<)S_a^L*1Txz9xJu8lC?uz$NNcSkp?%;5gqt||SlMvfcQ$B=%)pbymFh{q%S!|ttT z-@^&*I~L@aEu7Eo$KE_&tK<4!u)f9lVQ*`k8CLfiY|Az6C;WrdN2}6EB{o(sO z-*Rx!8}_2@3B(s%Z#sA{81*QX--ji1Sa3D0bNmg62h_gX{F%-7yRcrv`0CK)pZVc# zDCC3GKVmM=k@dz>leYVD{zty8m{Ozb1?MqQ9wUDr`J68A5A_f9&xB!pjO~uG3tt>7 z=m++N_Tjke;Yf$&`m(J4>XT}euE|Jp3OJO{WSA>BcHNO z{iSfUqfO4fG7r9<9J4XA*ZE}8|Mj9jVwmt5ZnG(+3qx^JRh`9S!E+%?@m~iWD%p#0q(~|`<_s9{I>7UD^PF4 z@g|KmOi)#k0RMpgg)rD7%41T6`ReaaRd{|rsolA~%M2f$pSo(!-y7wv0{X=M7-s7S zSNq)|!%NJ-U!ncEMGA*`ue~g}~h zqWUl92ZZ_l1Yur(acf-Y9onrsJ8vqStmc3EStZ^w4DlTG zG5MXooO9M)hz}Uw8P;awV>^%ElRuYFsys0fsqreFzq+rOmp0&09{4|M zFFB&sYTSkWf4y)@;O+F{)0*I4k)EmE1%7p_Q@MQ;=Kgr)BDC`kPkZ_-%&LK&bzreNDU4?!Kl@7yh3W$D4M)_0jliRzNSc zzm$)O>3UU>{trVq4KetWf7-#{;(TN6^(61<3L}5q8GZxwjr>mUFE`pqZywk;jyHYk zRMXJ(KfL}vefDa9qhWzCA4iDoVTQ(aBT4Vc;LlM0GnT)7{8UyK>;dhAFpQ7-@-S)B z-`PP@hRt_|S^nW+HQLwL_=Czo@^>B%TPOJDK7;qsK0LBtR%v`4%g$>EJubc;xhpY; z^G6ugo5+vH8<|$?AM-(8$iJsw4~@rKKjHif^5>cM=Xp=xX}tbJnAeM0JIgOU(+A5J zYk5L`Oz&45)~K&Yh59y*=XK3%YRB?MnD00r7-s(2>zA$hu3!PgOSFfX=C_o-4*CW5 zg!M(jyk0Xi+ooo{)H=`)&i|PW-MV|*4u*E*hcNi#e=yh^%8T0h{=saukAcnRp-}(8 z@fc?N9kT~tiaZgV(z zKSq0){e7_Yk3$zBUqSlj?D*pIO0XR2RfKOGjmwu4{XaFzWA3~QSM%O?XXlHB-lOJA zcB>A8`Gx%W^ji0||Fr&ao*Vt8&j>~H?sacq{6Mii5(a;b_CIe&yV0^sPEemme&!uN zdi3XZbI8AOJm0RNueZy8^Jzhw$wB$cpvrc z_t`gADbO3%=NO*}bNUIx{wGCuMw6L(0pN-N^3*q9J9RRXS}T^15HZ-(n!hpF z>*~KT*r)zKnC<7$`!L_I9!ePeDe9jv(1-eG&+9UJi5|ayG30ARZ}#o^uA^eX|DwMT zo*yw*{nHBtJ<_MY^^Y&UdAqrO3B!Ip>YFf}r}_s&Jpkn&Ak}JH;CKl9^HMQ?gh3wv zVDO)zf42ia;`nR*RsPE_=nWj}RKQW&o4DHxoQ2&Th=d=0nKGGAk z+u_^okv(Dlq5TG3^4%ABCI|dI+6Q6Kj-yx}tX-Y*dxqJ5>wMMI;Xz;WVZLJj^C$Fd z7=36V#0wmM{+u_P2jrcA`GfXF7}l4#ewZIza@26H=)4flxA|Lgt#;YJR;XhAeK@l$ zcXSrqZ;1Kwe8ez+kpBf!RX45n`vB($(4H2gw@*9%W-<6nlm}tRr;t9v(uavY)=vN5 zA|%ZBYZsh<Vc? z$+-jm0sY0oTBpxaCue{^#(25#_v`8LC*>q%h~Ch>l5ceuMR5IumId8%4f5do)1l8) zzW=v(JM1^(`(dg>^HX(GV0`2^Y}4XlIs4P#JT%g`s6+g0o320j{9M#qrpVRu8`PUI zUM+G~8*}O2P4H)^??s?hHp=*z}CU$OL&bpqs@$j{=>*^6x-4dd}-$r*u; z+8)t)MSOqh7h>7>k;0`@C)?V43u^t(z9iC&JsTY$bY!LVW`5XBlDo9!40haWyJn>|5^7!cD$y z*V9@K`3lx63G?|v7}f_kUkJMk>>NFv5tlo4U5c-G>|K`A9ogohh+iAaA6HFz5^8Bg3p79_gyyYfor6 zpHGqQQ>UHk*8uWB{StgWzxJpwOsyrSYYCAe*R;*-7H6+JTE?9mN)BI zT^?)$`76@5Lj8oi_J?xt@3f0$no=J`Ki;0MQF^P^UM zQq(bSuY`I1fiRB;Yb^`juTNR4^qS(&+S?foUnW22=kEyf^}*T?d3RK!o4Nh0ZU22_ zhVA)d z2>PbyPk9}yhIoYYVf`ZC zj3pHlc)qrN@ton`YopkGn8FQx&%TT)*WmGe!!4`63yV7df7l;kPX9*T=Mk4q&4T|& zLH-HDeht#QvA24pV`~ZcL*!?p>7wKNCM$yf!T7fE$n>oS_m6|VsJ-FDuEvC5&_BvM zUdbM79bHV1c4GJ23*)DZUtpF|2=%nXV)-!KgZ6_7 z1ApTCoY?aq?|(4tr&IsfANT{5U;OdCE9T|Z@cBuY`@{HarJI}M(&79n`os9Ie;(SO zP3HcSFs~nN+M#IG7~U??Nc!LOJ#YLu-$k-7Xg(2!^S3CU1l@|mpXH{5{h@ploX+n` z=`|Pl$NYsb)H`wf1Rp=OefP}4e$2%3V7Q+6NeKMjS~YMg_#fOqBn@#YYJF&;3? z{MWY8^@8PVHt_t7FhAe3O;CDv%NrrYQ`GOaZ5Q1(%*Ik*KTfZ>QMj2`9~P+6ZzRb?#`n3Kd&a%hAAo+ef5Ln| zZ!f%1{$`FU%vX9JG34X){?{(8?$_PHzOa4AkAY6-A*X;tOkFD`b%t! zF}-o9Kacl2_gpw%k#dl)rwJ=Ff0#6Nz?r(kSLNCIB&nh)-gd-rp1&rwe$x+&a)t4b zp51+`$EfWQf_FF1d8$LkzkdtxWdZ#`TSz-+bJI-4ErHy@5w#n4cjA6LOlb=Pd12)$$|6U?7VxjyGQ%W za$~Ruq@OUvcX}V&VLa3qwZr-s`QM{s6xOx!7T+J*Q#CjXP?nK6a?dY^`T z9`%v3y5!B)Rf#Y@#^aQ{%pKu!iBRvN=L;6c6sEO+{BZmf#C-p6Z=b$H{a5FMeHe-5 zK^W{E{RzYDdkAJ_g z&*IOeLkG73fB61BoAjUa=GVab6ZzfuE@I{F_n}~a)Q%YZGwOT4&Q!VWcHZDG(cTzl z`N)3Vg}U<|r-6N=ehGs-@cjclE3G^ROauRh`Z>_=nakiEQj#6$`2#}x(9pOnuooQv zKxFZU*v2K&d)fO3_G%n;7Tw2!?FY3sL|V7c;PHUr`(z&n2V3Vqk>0`m7sGUakdQF= z3$&+$SAT@>Z|yF}>SG6Qq}=JDyBz9yG+y=QxU&!P`Fi<~gumpiF`vL5(cV+_zDv4f zp5g1!)Y2vHw!&<<&ja~Ayl&#))^G8U4-zixQdzOk3H%HC-@}NxJ_vJrP1E;!y?4cH zp8ps^F-zRa*E^>_4w)klBp zRq#IYd(7U+>Ash!9*FVhSYY?E$+b~D{vAti+4(hH3hWR46=AR!r0-b4nNPmPJ-NR* zF7r~iYi1EVkNV5dyl%99!9Cdj!TvL*`d6OTz6Rr?J!Z^Z>g3*S7LN}Z2kWX&{hkf- zqW5#U{%USYhkOgi&p^!23uel{YHalA0QD9p^(QH!qATL&77L>Ur3G{ z_*_lCi*4VQfW4#qGb@^lCY+uL^1}5FVLo582G$Rm-}(~x zMSilDrTlcw^a6RK|I11|`XIFbA}-Gp&6kY!8=r*rILi0LpMuseyM3XahyH^wk9Q|s zrXDM49tQUZpnM2}JtBQ4g*zihNu7lJ0{K0;enQ!3AJP4J=pRpJT|d~=3GR!PEEUU- z;WrY=e`8obA-&WN^di6PdAdJZNErA>|8g?lTel|PlKY2KhT*%i0xkl*NFQO&Hh z6Q%KU-!proUlzrTg!?{_ zzcU9^Z*T8(fXn}Etfj-3Tn%pjXPYlAxlmaK>tnRfY^k=S^rkGnKFoIV8hc&62e%Kx z(2o8g`{YqYo!jdC`;K$|4a0O6ErI+8^>=RLpNfK+`=NiFZ|5!y8olTDFW&#T8^cCA z7M_CjCECZip9;-2H`I9kNEqTbzMtbf|8=|P|KfYjB6FLEA7;qTW$lDnJuYY2$4w@i z-4)n*qMRqvwQ0w*VZDX)ozI?^8U0Rl9v#rY$w@P)>| zurTDgZes|{U!?EC`~4%f&U(n_$Hf&n<656g0R3V6rPH%*)>ef1#DP7wik=PZ<0O+V|ze@auORGGTneyBgJv)<%Fm zqdqTZZ{7K(a5T(El<(!YdY$)c9)RIf4_B~v_oJ{@N+1_wJ1k#ru)981+ZWqvt?-S#FEg<`81^Lo3B&wB z{Sua&MDv?4z^?AH>9sH?8>FH4^rX01mR^T9y%(X z;`>2`h~a*Tf7<1I+4$HF`84XkaEppns`7ZyKgz%GKbGzHJQ$LUX9R|e>&0|;seGHhFLx7YDMp7o8SK6_06k4U9MVe5Pi>z{{Nb~ zONd{v0>l&iUV~wlPhR_!viORUCge|;j}^;aE&ERx1o}jKF77=3Uc>9DGXZ)`59r4^EOq(7K498{)-8-dMIJ=->8q`wB$SMpTCBD0-wLG zZsIUSZwtr|=NrTHfA>PdeEq_(56PD>um2GS`QUih@BDZ1uz?Ev9~G{L2t)pi`oG@N zes71*8jv5#TqSyLt=8K2;ajuB58~(6hlTGN=lR2W z7@x1O36@CwT?FfU9Is-6M2YocP56Ea<2%Ew9#GMe95cbMjqC5WLc7C-z5?h^e7~}g zu*@8K|4y&GkrQT^!2hXZ{!Wo(uou=jmLVXGIk2{loo0d(80{cPv+}Sca)@WQW z@PDX}I|YqHWz7EY{P@nx*TyGL4Tt!F`vZg_zsL9Q4m{9gH6a@OCDvmYrvC#F5(av4 zelkq=+p%_DU!it(zrOIUK*~&I)IOjO{ncIn1Ib0xd_jNIA7Y44NIz?5>;JpwCme~k zISTZn{O@(_p%#9)6W9mFn|muJ8!Fy>2KRAce}vinH^K*+hEM$6b>RC|?Eis|!!5ZP zjy!%7=JV^p{aK64N8X3^EZXbCNdv#Gn`H{~9p&|K_p(^8d*ish5{CGV_ClDicOG69 z4781JfciJ;k74$G#3PlH-%pqif_Q-AJu+>0{WWSPulEw})Q|kbqp@=D>g~J1{HEtq zeD-<#d97kY^gZsD=&Nkg2=+5X?EeS@e|Y|$FytTT9|!}zNFQrw^})yG34JC`7M)*2 z`4Q&(%a6a_J(z2I2;N8j3B!4Hq_5H;<#5}jMLd70>ZDk)Ja{ws7xY(EqbpKhr|JR5 z`Bde#V|1gh8P9jCmfzpKDOCvk;P`}LJhZ2(6xFl4){6dL8{3~eQ8y2(Re=2|1A0b4)7dJg%oUTO6B(bCEA zeFxfS^{x0HM`K;VUNF8^SDWbG)(ruE==s-&K8EH*K)n*>RsAi@b;vCr@L$;e)VIf& z@pU`-`t50T%!xx?4srW``q5&`LyKDw5Apq)LA}n*nX3oitK<7M6^r&{-^qY@hw>l{ z{t)NWv+}PNzHuIqU*Y@Dvw8{L1dpJ;i}HMa-)-vN+}9v)jK>VuQ-8JFrH$sRPvh~j zwz4QH_KFR=zeQO4MJrdjrvjW`KzY27In=B4$TyG&#%IEiKjCi**y@a7Yi25T8^()LD2!s95`zJm>d0?@I@5jF^4(i=)nVa%=_C8{m zpXe`GJG&2nF!&dg=gUVQ%`OWbbv#b`dZjJb@uQ;v=*9f)mGkk_Pol&4e(EdlWTzoD zHgFyV?e$f5`p(8PyJ0^W`)hQI+Ed$gH0wFKoF~e`_@7 zr#VSZTC->)k4McX4-IvQEKZnZPcvi@od#h9lvV{ zSAgGC{$T94%0P?$fg|Gd=J$B&#QGSHEKdauTX1POYEzAew zC&Ju6GR*ed)#3M6orwGb_pQ+%RPSE5@p+sh=oji!&CaVq3)edW{Ww3u&>yZRHODI- znW(t(d~;1>+9~tKPJofVT9wo_$GUb^`A+oLZrtGU=x+~@H=P1sFg%&=I}(Qclc;4m!~>G|3B6f;NBnhy9@r3@M*gxiyZGj{EhZl*Y(`#pXDNczF22G{?YJl z6Z!qCx@jfb?SeK#egXTh^DJ$erxXYFGFrmFy496-PkJnY`||w}rx?C|;gA6LZ_q#2 zA%=Jp{Vic-mXG<-dB8u@Jul$@HnE)H6Exlr^L=#(_6Ng#EFAyGwjv$P>d!phAPoKi z%YXJL`C;T;2)USHSUp?X~*4C|dkJ8P@-GRn=pYT`J!XG0fh7sP8%8+wCiF z!QODZ`uREE?^h**{h~h9*Xcf7C%pplGicw0A-{$8(_mv1TGjRhw8!#>g%e!2Zpngt zgtgkk@Q@@`o5@<#BRbFluSe;^F!tw?V}zDu@kS9#dqO8$?+n=tr4+^?|mDDqDY z_ZCU_{AUd77qF7uDwX8V(>Y^ml}Tzo-v?)rNUxr&e(N{Hu1cgNolYU#VzS61U&K_H#Z~+!23ogZfDr@+Z_j>|RLiz3w0%ywOaZ21@P zAE-Z#b4HFbSX~VM2I*;hvs{!GFckC$^}n&Q{_~n8A3G{zXy;A0-s(-vIg~ z@)Aj%Z?>#0*aZBQ#Frc=Q@QjX_t=IPp%9-)?n{XXgFQ<4$uRggiF_DVp!c;ortj%R zGVNjxC7p4A{T0$9)BAbg&*m#E-V+gK`YMtUExI^L{~kM^70Coeo?fv}hJF7el36Dk zZ87;atX~rS5y?E6IexOV2>310ACb&E^VGf@&A~n;@)F7XbGbUPXMd2FL_b8b!cdc< zwkj&iq>RM!63K?{A7vQt%+^1K6(WeAvVRlGD(6;#Js|(&eA=$l?`#I+AwT4e9@`w# z`^DlJk^JbknoEk;vG>hH@=v8A;+NR4^+2Q`TRU&W)H5JY?2jUV;0wX1x;uB7ZG9DAL0B7gFYaCSbe(RD^f_yP*0lk8tfnSP2q>v zgGHH7fPcCY{tyQK(fC*n`p~LA*dxwIan`U=(ehnj{lWT#;r>*sa_ArFSKO^%dUMAI z$S+a(i^Fky3<7|^l6K4GhY7& z!hQ<*t)kld`vv8$5N{J+^2BJ2R4(%$B9$l`kFg2UKz@?-gJGC2j<517a6NdR?|7yh#7JeQ(1lCWSA7SvfC@;ctbYD%RRu;BEuo3^i zG}5cy(QMc8!NXwvBRtySQ@52PK!31*^%Z_&za{-*`vsAD&FXaPqI|ITQi=XC950pI z5`({#T6enXRqmMr@h7e)S~bJ$?kFzd{zR*J=AoV1 z0skKZ|B>DfZJ*gp^-BZ)j`Vbx6ZI*-A`JYwB;F7a2KnOngyH@T>Qjep_hP$wzf(_@ zE|kcdFzCz6mKgfq*Al~g?ONeP{C`0awFmt|{b2nGWFKriinmyOuvg@F2e^=9-E@QN zM~9q8Vbcap1bv;9lgMq>8fgbb+ z9dED5TXTLMi{C_q+5TMA@nb>V=d@p7k2s#T_S`(JZB9TB@{cg*A1i12sXaYXRdj0# z)w(u+XC}Xkk}Jp zkQdq)D|g284ptx9qkXaRg+woFPv;k+9^3rWyUyzi_KN)NaXj$$;!~#3zhwU=>QO!+ zTkF^YkO$6JcbLXQ>HQDc`Hx6<&7OZMCm%pOgYzfM*Ed#9`xlY!wx9>=H(SDdFkWQ% z9P1y;!Qat%xmlMoWv;@066w<$qZ67x@*Oxsv^Tv4XHu`Z9Dx7x!}^5T{!OIk8)Pw| z*KOF3qy6i}7Y{wJA^txd9G@_pmtp_<%5Sp`o6RAgA~~NF>9K7}g`+XvY>HoeM26-a=teo7jC< zpKwOMX&=sK!h31RubzbqKHcjg0DV;c_`w2WZ9A6#67~H4K{np54D=tz>ox6f$8qj2 z!QPNxy*`{z_pA2>{Y3p|nDM{Y*QFmEi+or2AIsFlnpd zzGB7&&=)K>X?rd?!u~xw&lZ`qE1mI9M-%>!1N%48iyC|0&Ia}`$UhUqfqP<=#oxo? z`b`-2OH?1r+5T3<${9T-bB;$iO_&D$7yS)kzF%UP{vSzXvb%d-Ra^wbr__Jae+vp! zKErtd>Z3{K?nkTI$iRCPdJ=sl4EtNjeGn009)Fm;8d0%$oj>HGa6YDs<7K~jxpMxQ zZn@w#_2e2gU78jREwHsVR+ zmdq~T-!Yytdw3~7yt^^1-^fpfnLZH)e}?iR4Dl7pn=qVzQvcW=%lC>{efqvY)O$w3 zBGbL?AwI?Rg)r!^Bp=4h>Hn%22Kz$(_l}e8u(DDPKBf3ZDbwa;X~gu%Yip8L3Uj2U4m{$3QZ`RpRU8w-c<{fT+Ty90(H%Ya_gAHrZS z*gs*gC*+6uZS#Q1*AMgf-29Ddr%oMwAwP%x_s#6TYwr*Xh$oSseIJY;*k*1e?0-7-!mc3{5i-U=hJ^D0||CSaWZ z;GkC)CcEB&dVTh?~;d-!(_UvDiNJRkpitjGTUN;G6$Z_{2LmtnoY`a>6FsXG5Q zfP6$N%<|VFD(Cs9p}}W522B>fpN#Zawdu6wpQeUvM}|#~YwjuE0P$y;Wd2r!4eSfgec!h>Z&Vb4Q5J$sa*iDQe-!$=kw#fVPkt6>B_hywq@OT+%|-a3)P;45`t0G1wC2E2_B0b}Rt5%)vewh1UdO8E@Y^ZC;TF(2wgCVURb@XZ+M5uVr&O!2SyT%lNssqK!`%vHQ59@u$W(Tr`Y@ z^?>RV{?i)s{m+C&T~ahpzXbn|<4<_9yy(!Co$P!_M3}E%6CLC>KG@R-=8yF!E=c^5 z+A9qBh2u@!dBFY2pdlb{EO@Z<^e|ivQzu+Uc1E++GBk?W6zxKjsqZ{it?}< zXQLyUx)$y~V)^7Y;jZEH1_3{CJi>f^nA~nj#)+vZN^Jbe2Co(`$+zJ7mB~|Yrd^mj z8010iKP^4A)4jzp=f2n?{F1X-z&K`+>AJ} zf1Izq^`!=f5h3h8n#lgAUv*TEc6_~>Vy-b$TE7E3uNF-SPq!a7${zeJ#&1*hy(-wX zHHNQWQxYy0bQm!m+G9LGnA1ZTlClcD4pM7Iy!WYgFF&7f zDEaE)ud)r|ALJ*)g~UHcoyup|n{&CpBFw%w5;@KqxjJ-=Dva+akr!d0e?m(P^Xu6X zgFZ;^Z?g8Vo?$+N^>>KukuZE;i}bN_5$PivkM4J{{@DA448!`1@^Cz|BBS=lEuIfx znC?@F9Ph-P9x?m^?2l3Z9UHesE!(vb_T#2VKVr~V$^8@&mGk_`jAP4`*9P(X_M#cd z8D`raivJ%N{pXAyHx~~N)`a_G=x=7WId;k{*Z{tdK>B9ZbW-tJ_!shvC@-hSyN@mL zX;yhJJy0?}Vc_SXmKfGIv}Y=Z{0jER>i?ki(Wy$$`_YJGem>^(tMimg#af_`=)atr zJ#Tk7@&?uqY(LxbecKfsYr#LDJfh5_TU9V0>d$$?*f(!}+=Klw^27OPN$2JcQL1ZLdHtbn zA=xv*zEECs`eqBq!pp$_B0Y0_K7Kiq>H_n_@#aL$Z#-~B7V_yhpE>cdCCZjBWdfyi zCHy1|@e#_GFsy$V{}Bdx(sS4c`yA9uANSY3u>_CDA_-27iU}A`J3Ge!7;{n63URe*YHb zHFs-JV9&Gmz%Q&n_viX+Pow(C(0jh3d2Kcrygj*#`!m9jU%>gy(|&V)bir-~mXBmO zg!nygw0f>Ww^-PZ43qGiFx*#?+@}!{27aSIAS@S!_fvT}{r`q&-rCyUZBmv%{u$>p z@BOp74I7TYdWG{L4Eq_RZ@%7{Aj9Tua9)7(BMklv^%U{f@wx78lA>S$I^HU9ISQ~uTaoQq4zl}Wq6I&0o%r%voNd5(*X{B2@D;XQA%4OA=nm*=${y7@^epj_%kH!fBOsf zcb(%d-!@fOBYt|wmZ|nJngi=K_U~ck=jTz{5Aw&zZ_nfnNB8%5&h^)`&f%%US#kV; z{?BXfRn_VPDPaF*5`AEp?#GJ=1Anl8uh%D{cF2AKeM5P9+XgBPQFQ10^4=M`deZF| zP~JzGW!PsyzkDQ9nf^JYVX^jE4SnCG-;J`9je=>*IC*&5=Dw^oXL4r_?7T zgFd4_5T)7e-?eZb^rw&Q5d*zw|5OhC2G93deMiz)!aP49n6FwVT5F}w_|I@38lN!i zN05FY^O5&}c6K~|^^s}bvFi73xZj5S^645l^ib?*kT>$v$5zU!LvJGdY$DE@y@!gEdY3Q9VFKBIp5 zA_o0O{q}vazwMdYm#`io{|G}ogY@~$-7?(vjt%%nl&@dp%K& z<9NQv?|W3>rGl}L53!T*pD@S={Q+Uf7oxvm<&1v+e#_;bydMPgA-#mbo{&DmJbw0f zSs7DW^9uMwKkFuN9=FOjv3_! zPMsmXL3)=IRcoq_9?bb2U}5?z@6=m}N3c9#@?eMZ?NzWo6P|T+op0SQxL-~9yGyf9 z#4Lyh(BB0RcBk={>CK&WVfqurA5?#tX`J)0>JDIE*nXMa@LO~L_<+8nJeEy+yU-$L zDELbq34a)7^C1lOgz{vV<>MJ<>)$dLn{CE11E9ZT?2m9)se>&s*dy|5S>Q+Sx!nf? zzmdM>rsnk>yUtSV0~!WD5yKs&3|rxLq%W-8kmw@}>l4av`4We`l@<4t>HjlDD=bv~ zBE#L;_a&l0%{iX;oID`jMR^4d@B86M&PR|ho<9+Wc#z7QJ>)7)6(Qe+=VyV4fuDGu zNEq}T^AoH*hUQBc^aIydhFQLZVYXhcoVuaONWGN%Tf#se&Tr-MK}Uw2z75}Vp#BpE ze}w*L<*jyI9)?FleH@Q4`@a{_Dru*e?N=KE|IvS}S~;Rlt7h*1@Z*LaQqE_fJ;sZx z*VwIc?Ck^lE0h;ujbv7SD5XQYQSE>~XfHwIbC>Mfw2z<91^M?qBfMHN)c@e!8<*ahvL5Ime9E$H?(^Qme}-Zgo8i6z8m$bZ5-{s^7DY47SMfB%OQ%{0cWD}eYL^)vLzQqO=+39z0LuI;o%FI^SngZdTPP@iJ&AppknHp1}#ysgUleqxzooX_0DVYL*wuy*tc7na&`Vl^IN%r@HiQv7Fe!{RmQhWQ`3Y)GB;rromhf_~4CS2z74xd;5 zrb~hb`~MLUVLt!x;_^l3*FS)GpZb51vGagTInaah-5k11`&`r!*%-XvFCr}ST-sJL ze^%aA>TpX8{&;Ik4E}z2OAPd5Jk8p_rhEwNe>&;^=Ip1RT=Ii>zHM`UmxO(5oca04 z=AX*KIv*|e{+x&~_&1zSM69Q$-><3QPf;JY*qut#TIwa^fZq>^wsx^_Q;paQ`iTB@ z>&qJl>RyT855o0e>l@oy74|j259D{G_Mxv?`6J*w8`r1Er7zvy4d|n8M*T;gjh)+6 zGE<4&hlqTeY#JA2&izs3-)k@PFYJJL4)r5Sn7-tC(mU=SqyEW$IWcfDoIm!L@M~N9 zJ6rqpiG=ZS{Ui+W7`A7a?PnNf=cU_TDf>ORe2<@>M)xl0pQIH6@ecAQdgJJq$08O3 zKe4~)OEDLZ=A7X2C#-Hx{2&bDWBct=ri*3|xCinj?7P^eV50%Z3;DU-H|g2YtKJ}Q z+cA&F)`Wy6!uT8FvO!s50!&{BL8Sd`Rr~dH+@Ow z2JlDd-wDI|gZe-i=t24jga1VOSbG+4>~;^oe4*VFg<`U&-398R6(@Fqej)w4n{8tP z8jN7SkL~wtvzS(DU(DyT=giKL4}PrX@zS14n>tkw^5^;0J#V)xNYqz{cm~&(y+ixU zHC4&Oeh>TGo44re&*|d#yitE*+7HbMZ`#8Beaxjh9jD~9hxG~1uLy(uF}{f@nEIvp zRXNB9`5W`i`&OSZM>S7NqyJ^tSt>xHuY@5!v22N9KW@+x!+5$aG3XQK$60%Je=DY8 z)#msP0>9rvnC}l`8lw~^6&-^2S#Z9wlZ(oB-hIjQ6@@b) z>S(hK^ktKTo>;=n-eZrw4ZPAlg!3!*UtG_Pdj5PrvTto^)~~}wa2|&IB`m|v$M&U6 zGnub&gXf#$H1B39dqjY~#Yo0u*q6?m3B!H{xSeYq9gh|O|8f3t^*K2+4^M~lI>h_8JMR6_HV*#(8RMS=I=%WCmG_19 z5cPpD&krByBsXYI(HFiR9T1Z298|`@c{AGIfdJ(+^GBcH{0sH{z{)qiPw&dZ`8VOs zXQcFo zzdwQf$4?miQDJQ`@EiM!Us0}9I9-O@fBf;`QXfO=VDZO%HDQo9@{3`1pOG-n53=^m z-dH)i&q7!(isZrS)AydD|JwijFyeO|C^<@Cm_9q!5>lk5}Bkq z(H9{8MEy)e4EBxtHHO*#gW);E-y=R=8W+ch!2JN!AHsaUdgM}y)crR-c>eoH?&}E= zw=VMd^r%HZ(R$}n7!U1}Fzio}A4jLnsb8-80PF?%Nf^$LP`<4E5W`O61NY6Vfp`r4 z-%-Ti4^bZ(enC87A5&f{fSyHeoqelL(<}3hg=;i zVST0k*PiJ6th^uhFG-1?8M={~sd4;ID}u8gDqmpD$hsSow>+Cn8GvqTfDQULM}RMtx(L*-uhqlc9T# z8|O!|?5f;pcf|VzlxOnruMGhYM`+YBe7<6c-`~q{Uei-DpJc?qAJkXE@*XrF!aP1p ze!nj6ys($w_f7sA_v&?44E*0V%HxF8D3_`S{QXhU3C+&>!P~Upd>Q#cn4dqMh@QCL zi*edmxe$*kM^0;E&5g3kQnf<$iI|HcWwL17eahQc;VhJ z7cU0G`h@o}Qc{8}h7H$(^#;dhn4K4%RGPkjX6M7~Jyg+29ZMsrE$89<7wzw)zvCeI=KCuT}(H$i>~?d{};75yKib%pf~&#M_`>+i|NjXk^UNQL>JJWgq^>g5_Y zo9o|c!|H>#&Aae;?DP)zdi_OO;LlLrr<0Ce?4J6a-!C|Q{hM6k6c5mE>@QU@-l)>v z7vfEvf2xkJ$f7_G{28uy472@kT4&EU@(16;{IGsn$|}WU3VXqx37@Qdonu)J^F@D} z_SENfMcYk)F<(R&^a1y?gdyHQei4TC2l+)9-Z!ECtN#}HSx3S9IN0CWSl2O9Mvf3) zpuErCwH}lE&l&E+BY)HTuZ*>yx(M7RM<-Wbw*u6_NLoTMCh&k61MT%XmG z2A@5|_xI=SciY=G?XN;U@i$Yx>iUElEm?LSEmQH;j1FgfKtFK4nYvjc`rMia`4sGr zFz5r7_uKr;`|v>-XPQrD_$F<8*Fe5M$~@gh*4X3(U#~K+zFaFK`vKW7olQ5@;m4BuB*#_UvC0__txkUafyH~e)%aXG_Fe@vL?ld_ZI-7l}Ohws^u-t3yXu8|p9pzpYTGtAb@ zi;Mq^>D^uY{wtPW4BWKCdQ=hne-hEf{QYD0oyg_)i7v;hNx66SZgEy zB0sLqPtEp}`T_nL?d$60q?TJ32Zh5*m=7Tg`uk3zpM>GQy_;8f>}Wj97yU`DrJiADeG;h$ScQs{e!N1{p zKp5g@>@UyB+^GN5NWTBcOT3%?EZ>U9LwTn+&py)kkm4uO$Nb$*K|jXU0{@WT`FFi! zH6Pi6yimXL?|bNd|0n+c)>ateAzVMMzxL?urqT!ahwX2e+3TL%Q3vA_woJ{vs@YMV z)lOLt639&j#W{#4A_oA`CTQZLh^lDOr{Xg=9Fysf3{#%N_x5_72g8xDKZ}l#WNM2e6^T+lD zT}mc3PhQIJ&)iPQY&SLVGRzOl34^_%zOZt3UQ+04d}%8n% zW8D(NdXD~p_2)qMKL~?=#rZP4pW;WtU@th|yAxt+lLubo@$22Ifo`L!W&=ihytgoP zk@u3V;IB+1;}eGX)VL)EeKBf@Vf{w=P<`-+t@~s7*?VbePY%8v&GU(bdHis%bk@+L z>xMx*i19DOY(GL6{0GY8zJ~g;RS6-`9{GR&zs{SI^f`-a^WV5cZ{qs(AkZ!1 zWL6jMj|lU4=XGznD37m zX8CkhpWc@eJ$@VXPdm_8`6$s}Dl^w-rR;04Z=6r*pwELYHx~2#BVj(@(x|GC*j4Zk z&O~2n(aNg2Dbk?dNbi%CI=>h7=*aH_J$d*qKXLmGpcmtbvMZjaZRWoK{-ZvZy)m`1 zc2a@;BkJ>0m4@uJlq~L_pKAD+I}AL{{lU|`hw~#ZI6{1d{C+n3wEZi09k6$#|CyiR ztpro?|F5FId$!ND?c>5AZlBNfw_jdhm7(@k`ng0N3@1vRYlX#MNWo9U%2OZ%+yVo? zaX-Pz1&XH$gS;@mMi{=w!}&5?L;i%-Pb2=Zawb2*5D(z|2m`;-{+{n%JaApY0T>VY z|NP4A-qLZi`2B(BPpmCRZ2kw|=b*h2miJ)vP&vEbMCIIG8JWxS@5Q?r_dN?$xW2s9FTHDX_YBAn z;~&D{uhAX}gS}(>m+m7*1>6YZ`t|bYfs=069Jsx|9;`4lw{0W)zbVn1@y~j=YL>zN z8TG3?^jok`R3YSN@ce=>=zFVjm`^Lr=`H`J|KN>?JUM= zKKBIwi1U9NF=$k~^S7Zt%xAtW8gS4hC=C1`t|x@yJtJz5<>0@u{kvWlWAi>V0RQkj zk}wD#+rL|TB<|U{V2!iVb0zvo80-i6N0{3)tIyt(V&&|7kucn^NBeoVYo*k+4x>T8 zhG74Qfgc#pQ91OF`al@`IqEwrPoedMFxWHB_gz)+yXy45z(1Vt`wxRN1_xOvpQHUJ zVaV6xcprR1G^Po^KtE7l2!pj^ewZ-m6Ruw$N;=O7E!_?L$NNPeUOu1rG_wPIZ-Vtd zjym^A`D`DkkN%Wl=I=i`mfbr&J0Idbr0?Ur0oTsH+Y001c{gF$PviUvD?DcPPfowN zaB6 zcoFr1Fz_44XZRTLpVepj$;#RNiBC_hHawWI4(5;TD-3qbvgK;?}|T* zA^(T;f5|t>wSBT1{?8Zb`I_=J+HSb``x~rJ7~%oc*UD&hmus(*;64WGH({6`wy(UM z>R7vb9oQenbA%yZf%aHg^5?#1Lln?U_3O8WDGn|N`$2oI(ik>7_`z(bkMplG>h)oR zoB00#v3`~D;bFIItAYP}B=$%c;-gh9F?_A*+X^42?`>Fn=5Ja1T@()y2K`2Q8D{>s zD$U*HxK=#BpHV&G%#iiIL2&-#CmFB$-M()g(_h2l{5L&xR2_8Z0jk$ zzp3?4D{+4$eqR{*QF}Z1r?Raw*gN`T!u-6y_N$(g_piP3?$rM`pD(q~+9@eKB>a8Q z^Qu>N;`hdpf8XbgZr`Qu2VnFE-=j?YWwV~i-zE8ePxi~2Tlt>?y>~A9p8UZ0_H7;D z2ep4S=KJrvL9pK7eCpaen2y>X0P!-G!}FkX)qdUudQra^X6IFPW^a!FC&T~0Nko{h zCv~o$rYEb3|IZ5jZ=GP$*6!^*7$5g1gkgO^dn63@i~9MaeW%UO{l@Y6{_vRL*D)cM zuZKVPy&jQ}?xs2;~!a+U`e?QIjzc4|Q{Xd-OUx$wA zPL)?cel8MwV3@7q_G}`VA7S7Z=6?tSzi_|8>g$re5$5mHv2tUQA7Or`V~g+vL7ddKc@2EotM3vb&l;<1nKDyUld;(!Sb^VgMLW- zhaep?Pov&v36m$oV1HB|+p+oj1M&ZjB9<|D(@nciGOVwX^+%8yxHR(Kh{-HpBgnY6 z4?k<(AJ#hwzXX|xZjNhQVnLpgct?<_|2gjaX7T-Hq*tc#t=8|%)$D$%AZuRv-=7+Xt@wK3kX5eLB)CB$o`J>o=;=}Dj#p{J+{T3Lee6*nGT5YuW)G>&csD7Hw z(6;wS0ml9n5rcl9d=+1Kyzb%a0R8or(8KT?;wND_y8j|5{xb4;kh+w`D}s`e^Pj*_ zJBVL#{z|H2f4*E=2>nU?xj-2Fx5S?cO3`&e%R`5<_<&(`#&4yV85L?b+H(C*gyM<%-{jlkDdO&EwgJBQgg-e>h*w42Lx*j)sB%_m|MaFufltXqNfv zKTEjG<M+}Fwleg%*yHfjFrRrJMx3dm9`OmZMJQB-zH=O@E7g5 z&6%E0>Xb`?Uaa4??25bY;y>Ji7!Uc`u3x29|B7Gi|J{UkGoQaOjFpvE zW#vcHUKHeRlcE3f722iyrMTy81bw0Q)zvZw?+gO_!tvT6hW9&=p7!JJ76i^11m9C( zdHX%1C(Z0DzAuII)sick^|P-mVDyJtOFKN>rx^+U8F2@x_MLkS?#l89LWd1s&dRRe z2l|Wh>u3-?v{vV#GVKS2j?>htK31>c^Xur4-u1YfI=9!3UZuHX>*hi^%CqC~OCtuP zx99q&ZK!j7N9JL9SF%rSqsLCpR+r&?6Y1CX+-_0Qq|Uy-5VVCwb(YN!6zKbWK|AeN z-ig0SP>%f3zI5Nayp#AoJL(_9&&gjC=KN%stuNZOxrdr+4Iw{8<0DqnZH=Klm4EBn z!y)Yh$Xj2ckJ^agdwKMqIx1f~d45P|`6EGRqTT4#D`VA7aX%>Ntlylw@sD`FkMij> z_nF;pmznTd58-7_yL4;C|Hnu8)q?|Fj9ocDIw6MrG1Ald_tVn5>f-NPuzr^*n-|X3 z`v&?cdGAUf4Ea~IC&D0Klz*3pJuNGi90QF0k}#~7tuWYstNP%-30E&z(QJ?l_J{Oz z^%|JbX~I_+59QPK+0IkNW^>s7Q0S(-Ys826e271>yjxG(-6iLH@pz$IsOr)0YlGSM z7(%yj5ACVxe_%Y+cfxSLlG;!zGMIIB=pG3&sNa64fz}z@7aEJw~KBd4?S#8_!#EvgdX)4bEa>64Eo;>%MpXU zOZGdg9QF?=AKeamp_Xkf0R0#*>2`6SHD-hq{hoW-CEWae^nhm~r z@=Ln18S$Gi+aC$Kiyi-t+2sWLee~~y!M~tB5{CE-{g3WR=kxbGEV#ecoAC0Q;Y}%s z|8ac%NmGob{E~r%PtlUi`@8HT^Ts+TOTs1^R^XgZ{09Wo3c=AihC)8jL-5 z;=WEV(0AmgLHUBXT~FS^c@~b}v&?$aKH+q3${EFo#Cf{5am zUW#ryecxQ=^!8HU)c?wf_b`9tZ?9q7_Ues30q>O~y}dSUFPQM9Lhc!j-)s9zx3gMC z+&}lKk52h}Elru;KNk#@51HC)sX;u6^cz~{O?zy%gs%sNp8si%cN?krk@_=SU_4 ze5BV1F~|?~hcM8K@*>Rc_X&i7UX%wbr+l|y6zmh@VY&_c)ga0IjpC~n{f|2E{*BMn zDHnQ{g1z>VloN*az@Q}teM5VsaiG$8XgNaHk{~(ww zD0?A0Qy216*xuA=SaGk2M(7XgGfek!1k>@W*B)4T7V@i9f3j1~WvzuUAHsfL+m~eR zhy4b|>t=)8J57z02Yri`&`%iXw{C?gzbCMAI=|wWzLyrvtc6hjqm#iOApgy*cbI&8 zehBXGAioK7|JeJsVTTM&@%bRq*ZW^hnRR9hrdWj^U>}lvnLrrgSF|7VxgC!wH7|to2Rq4p3B!He zeJwHE&y(Z>1#_>PCi(lG!FeODuY^JVNWZzCuE~&$-{3!}|CO3fQ`~pK`a$JkW%iSV z9^elo=eL46;W@N^5r+5QP@f4yevSJ3S+M4(lOK-<%?Z>0qY8vMfBJ?E)A+ih8TgC+ z_1&|g$M~Te;eH14t8Ymchx>13VgHQw%`n|x6Z#EmpQj}43iHAG{p_}nQce#C`$PZO z&t-hAbDQH3590j#?Kj;z`;n^xy+%sYCm}WB1d9f$?7-Rpg#!@0$n%A6$^Vcx<2QFRDLSS+C?x$2joMm>(G2 z{XdNWmFHaF34?z_`Yq&U_|ywaVg14J3B!6r<-MmLaak?R_0eMJ{^Zyj;e5YuF{}S! zTP0~&ztMgO!~O#4C(QR}teojL!%SZ-Tn}0N3L6akM}I*W>=)N(R!;ZB1y)YyO@hU3 zZ};jF@%QO8AH=dV2wM(#FS2|&pRXsDaVtHgmWfY?CFfxR!;us(S)PbLToO^o{gdT` zcFR9RoCbe{@s#D~wTI^niR1B+WqqfcW4~pw^L$~*gnkAI;ln`xke(q6!i%;@hd_Rc zaPZ?LSwRX)bRR+(@~-&QlZSU9ensK~AVmS8)Lyc3qW`?!{ z`64|-1Ff^&y6FJ_s6Jvo-=U!^7x%C3%>A#GmAr1`_B5Cu`fsaYop%lFE(`Gl`ctcX z(}R~@?gRd#Jgp6eE!Ij9*n15E!z{l-nCGvo148ory~XcS;C!v~-qnPJ?*jfI9;RRH zwshTIsE_(X82l5;n=sIa@fKmwN2G_p_(#I9zK&~&;k>(d zOAPrA{Z`nK{2jH2^&ZC`KJe-07m3~Yes6eKu+A4tFUaSie1|93Pj^>83F{Z~b9nCM z^&N}-`6XHpE}Te0-a=Znf9EY{8#U{iw^e z>%A>uJwSc6d7V`nylN)*=Qa%%se}7o=lVE$!l*rq@15lB$7pE!NcDFCc}l)l7YK8I zHD=UbJ?C}le0?4hFf_fWcQvPHY{KrPm-3G)J)-%IEs{?g-ZdTMkMd)f<%bEwdV%zh zvrqdKaC#MtkL#zcn%|w(pN@imMgH3^w!5aIs0s4I{upNYz43|@kN@%92JNwY{NOK7 zA2x~KmqL9QANBCb>IpTlpGEzjU=`foZO0<$56cMyy-3f5ZdB){-c_9Pe|`?Gs(+bgNlWIp~RwdnQJ`XAx(*QEA){_Ct;1^Wf; zZ<2X;+pXmaGSeB3Iv@S6TLQfIfbyJlu4A8%5vqK@IqA}cee=xr0{?OR$vtdK-)Ln6 zeK3vjTviak@x~sj|d517LCHi_} z8+%UwB6@y3Hs164E z>?*NG!d!o+_UKT)$8tT-KTjR}eUkha0qhgk!>RU9cI($~fcn(mH0w|9Mv)NzqyL+V znCs`%_fIzrs4fQoF&4)|4C~FvmKf{{_uo_>?9;SWIel*|OcP{^6D~G${UWUPmgF_< zORRzHbZ;0R>6;!s;j`k*0yy87e6J%A2Kz;R5eEH6eoudvp_g;xC(H-+*TJxJlA~Lm zay-Mydf5t7G?W4eJ37ZoOWU1<_!sNX7#eIdZ~1ht4>RU!P0`vC2IEorx*8!&Yahr9 zL*)Jm6 zgnPeN`9b|V8^zDc&Z~y+6On#rtI*!3{>4H(iS#;)c4|a+(1Z0C$9MKE_;y9{A?OpX z?+mm3mUGCS1iAKZiU!io5`AL0C&j~rxj%P4(|-G_{nxmEWLTHv;apf45Vo-g#KSh& zU-7hW8aFGsf19&cOWSq(eC{viT)Dq9Ypfi%FBh$J!_3V&a6c61!!XN-GEDF53WPy_ zQ6E@&A@Q3qyDuTQ%C0;yCG`<|-&An*>VHT2Z!XLa`8l`i(HM_*;`fDce8NCK%5Uz} z333yiUx2+Lf9K71ncZAH5c~z^59dW(uQm&x4g5!am{&A^=g#B-P>%bZ`8peG0%E>F zf7t*0m0tIMc6XGHCHm*D6MUxDG;n^;->i4#kwy=&cdEa4_sHN2zu|in)Sm^Thb_D@ zKaua}7K9#XOo|czKLy5vZgPJddZYx)_ic?K{zCfPwiVqU;QWN^-@?$>(RXac?;T_R z3!fcwdSSVY$4l;Q3)cqL><0gd`(eTg#iTEUfq%$P!Z6=fSb^o6shry@!(YjM-MhMm zxvrc9{6>1*?WJ_qC&h7lBMj>SmU~Eb)zaz3-;WhMRFoD6hZHKdXXUQ)$xUM>$+n~U zd-(ne5B_BZ@5>@TJQn{h-`8*n_=oWgVaS)^{*Yn%UO*ts<>@KBuuk_J%HI1Byj<=q z4AM#f{losf9<{k_vQ~V)h5E!Wi^sinQVtc?Jmd24K9nGzf58O$H<8#AVc;+3_q|W_ zeX=;K3i`+Rkl}~KKkp3nk4w@9a(_t}^a<%9%+Ei(@A?mZx7M58FBe1+U4}Gibb|4* zzNl8gMAb7F_A`bOdKf-U`3=Ibe?j{o%+J?YefoY!5d8|7H6|wn_>K7kVM90d>c(`~ zU*q~m81jAElJN+0|IF&M_)sV{^6GkX0hb5EEdKS`sFo?8+XMU|>I-3*58(?x=j7k| z4E#cS^C3*{@e4jxk&j0iir;U>^@XsqKh2jg$OrrLU2*&G)gSJp z(O>zVzh0iav=;iqd?;bqFQ7aL^Zxv#-j9sxPz&oX(&yLjV*R+iAJ}{N0%0DX`1QN~ z;fc*yXpi*z*?w&I^xkszeU0E3BpP(?N*$Erev2^pE2Nh&yPqj6l4^>x>9Qa4&nREQ z{QQS7&mZ|K_09RaZ$ICE`R|O7**)n2yl;s9(*NX_Vnw;t8uUK3z%c!PwcvlnW7$^o z?~vce`7TbI_R*tuD|;VNAPo1OH$2N)nF??ETb1UpDW!n-1|4{w`R>|8t*L?d)px@{pmMP!AvZ>}1%e<#-yj`9T@h*MfpDht! zuT+kh`=eE1d*&^V_mQLTfrQmoM^o(-9`O7hVURbDw|ZpWRmWc+puK^FKEjYs!uW_V z*h4GK??0`6ZI&~*`W(=Q^9gb~`|Qo+_Ygl`k@QCx^vSd(2KnNCg4L)0hZ7j4?|m5N z=M7X2=M5;&pf#bPNk8nR=zC!yc#yZ^_2NZ959)95isq8zMgQY3Vfg+N=?#8mwQ2CO zesG?T_19?W-ELCO(ySu?v*x>}$>jFMV9&@e!t6epu(o9JmsJUKluW68sP2Unrw+X! z-jRIoD-Z^LpnVeteQt&Mdd=GJr1&V*@5z)4{>AFnL~rP|A;X_LP>4JR$n*4srdKZPy8|>fn_;^D> zPruWSfBAZ`p+&0cm9=8NNnC3qTpy-}9$O8g8vmoa3u z(--)@6XTnWh8eethez}KXB&qcu-Lhx0^*aIlKB$``$l_U_#KV6acs;__iHy`y+(cz z=K9LY+5NqZXY5|395@R8h3X>)|AX{yaxy!1=k8sV!&JU$xur$iN2J$3qJfll@zm0r-i5#}FG5=CBtWUT;L=MmO z_x(8s`osAVmU_k7&$k_F+S>r+jq{6&e6JTXLXrEssN~7}lfFbiJcIZD2t)it^|2h@ zdm;Sdsmz0UF(7|jPq$4U@L?7_{##1=MwrJN+YU`Wvef4z_y60{-UnS&J;39yZBNup zm-iE&A0hqGHnQK>juFROIREG=YHsnHzbW>Vmb`~1Fl-=={38tBNAmv^tQ_nKTmExx^o^@)Z2PHeTON%BWSjKQ*s}kwFm!+ z@g^J3nf9x!KJ&MP!Jd%6tp1?ZnD6hm&vAY`!E+Ai1NxioyKW9X`!)*r{R-(t4Ei^^ zC5HSB>Ic<_cmn0ILuPn+?$vo9UzEoV=Qe)JXTH=7rtx=f3fsIW?E?EgS=hNn`^OZG z5YRW|_s*DuxmSnmQOu(CXy+@7<4fia=JCufsV>nM%3VOdSbx{dorfy7!eZM5^8)q6d-^WOnolnJ$Ox~XOtrq+% z@-HrA+Sa9Sx`KXTerW%)Pgg3UCICSG5r+H?%4dJ%&DE-Dui^V9Rl`z-`=95_Y zOp*`7>^@BV$lM5@9*6k;E(=cwQRX%+U~7~}-{iTwEQ zNZGEQIX&UNW0-`#gy|cCD&6cs{wN>9-2M;ubcx6qyGYZT_;Gkii1zxz9KN0$P6=I; zbhHfoC-NszI_mq>(vNUI1IJGs_bzOFxuG&UA58o&VoUvx9QM7CkeFSO5i)TQx3|RW zMluF9H^AQ`y+>p>ov7ZL0sUiqL>TU?;Cgdpk@vm@HJjo79o~l_4EdIxlKHXn*TjFq z%H1d*!pa$aM>cwSEz153^Y4xA3BP0GBL@FU^dN@&>qyVh?D@4Z>$E}NFvDEq zB;mfx=Bo(vd|Ha3R@)1A65u`>)i;cYR?sPj{ROV~DTLiw zx$p9!3$30h#Yrbf_?<%d1kE?ae?xhj`tR($J|X2o%{trN((s-+^7G_)Key%=)gaGS zn8)WQU52E$Fa8PqL3=pqI_K$`h2iXbWZ~4zMLVW-Zo}z6wf3gT!r}6uFSwqZiZs9C zRDBTi4f%QMl5xjIH9L5(3-y6vb|36?XF}HHf#5T?_-gk)W;@qO%309{FhqV%{Noo1N^BPj`w}t z*WsgX!FVYDwB;^se9kw*ejeAGwC&c>_M653-;VPk4Cl>Q|ICtJM{=IDK*V9~U ztyaPPT-2X4Z~JJ4=}v_GfvIFX!ay(1moV&aasN*k@})>W!#1rk#BVtM*-@c=PmSNC z+=u8R4D&^MB@F%--;(k2%Q^JK|hHfubg8kxr(kr5}wl5LiM@9Z; z$aVQv+UYH~-wYe;)J(I!5U*nUjL0XR_A*jDADywSS84Mq@%_>b68af-!|$5~!r-6v zT9(86J{Vt9ImEZ99}LIS{8@XppU)_NnHjcx1o$_!AHpy`(N_^DScTd^JVX5vrtcMn z48#x*Bmd4hdry(xy%6S0IPla&lQoHek)P*w?p0s-LY99oa4zZj&6&5hfj%Su&fV#~ z(&+JXet()U#0yxS8RNUdzIrLtM|oz}IIVWxEY8;X zdV$#IW<5&2I)EfZ*6@>hL<4UvCM&7@kb}Mi~4V#*2hO-;f`KK|fpd2mTTD;nKp7xvql( zfSL4!-$|L}}?mSOGs za{I`Ma$BFIFAeR{9td-Pm$OZN^`X>wz$l+AFzJQNd;$C^mgjyL zm)7BtF_hzZT;53g{r?V3hWrT1FK=8#bnv7^p3lomJimBFwH??C@{=&k5BZmO_5KIH zh5f-kFdxbA5t0vK*w0Y?>%~K-PG1Z03(}KUnkx0gI1%>0i1Up;Hica~!v0S~xIR8p zziQ2R7$4hT&j`1Ou#5)#x0LXgFz9>tmKfq|MctJ+N=5KKSX*sR;w-2tVa<8!g|Bv&( zonW|gpvw&4FUsro#a9D^&Y1K07CMZIUz5Kd?qgzk;mOLU+BLIy{*W-lV^p3$+e}@h z6Yz)djsCmdug?Sh!1%NfF~mz4e-MUvANj+||B*cshVS{2UxeBJQwpp;ljj}vdtR0K z+F*Y;{vC&UbE#KK>V0UwcQy`?|2@F~{0Wv9wL5h!`H{KQBeI90D7UMFrlf&WOtr5Eg{k)L<2u}rLH<5}UX}3Z&p)sSq@Q7SUxQ(G-;Lo| zqUZVV4S#Kuk3+r9M(lqWeoyx?2!njlz6rzr4eg;o>$UweeK#)e0vn%kIX2!PUz87F zXvg&zL>alf_3Z-kLVgkE`&ZV^_*bx3dq!Z+Q1I{ce52y&DE})kKI%)MovBB2z$C~I zu)WYzZ(^TgUwOTNF#8^if8j>cdAh2i_dijein2G#-)X6Y_=);J815q=e~W5r|636$ z`ra7frqbXtIa#n@T>lFb%Qea_s`C4!zlr%r80`0CJ8Ucw))qs(2hSI%KdcAy8^Yk9 zP@W9a|Cji`cw>_Npm_)QL*!ran1aVgw$#G<2~V$H21i1$zIGV&4f#`iSMB=6l^L*~ z#`V5*?w%^s={1jsgtx;Gp29p(SB)cirC*Gh;_$d6aUw;A1dyN1jE)vC)^ zbRIW?ypX@IZf6+&yrwM|$MA>o3q8&`!uS~PUlC^QC6a-e(pQyWJd|%q?~k9fMu@)e zi~g1{KaXUXy-!}U#XNn`9XY-~D9M%>P-ik2o=190ijSQeKfD(Bi~J~^nYE^H?h3fS zh5Gth)p6m%A2(%sF}!|GNz4p?@HfcMH%3#+gPIF?ed*2W{OM06b-}(-UW9>u%%>S< z_kYUdtFl+cJ%oG{>lcJ!KZWs@F!*PDo-ojl^pZ`d$F)4`F_uKp5-^`B!H7 z{Nm~XB7Wlf%cc#QHgEq$@UKX3*&KtgJp&8idk`qka>a3Zn_nCPeM0|U-f(HB{Ffx& z{?_7^e!f9I%!lVY3~NxnLm2L>p?wgB{V(b_VR(NE>0y}N$7Go0_k>|TgY>a>7XJx@ zJgD7v_q{x`l}aB;zu(@eypS@?8R8rAuflj(it_MceqW`+@l?thZ_)dCNKeJ&&Oaw7 z9tVu{R&0$4?LA!dJw|Fr%>94GAzz1|;bkBXY=37Y{PoD_EAZPuZ0`&UDc>gy`4!q9 zYp4I;@MoC*FN9&Jub_TXJC9G5RRc|9r>b!OS=r#0@Hi(0_>beiANBNXzmf0we&oZk zm@}*Y?FIjc<9%qcxwCZhFIXS)=VN|g{N}Zy`XcJb$FJo#Mo8(veF=T>dI*F6#`RWd zUwG+n>?TkDci>+&aov&Kxslxd2}6Ac^{L7uq_Xy&6pWAdR5f?`P1UzIA-|3kk53rl zy;fTc{KR~f+Ic?4`m^`Z*m&%HgHLu}oL$r?T-syg_wtfed7M%Gh%*!@ADf8vt`AxkiVe6APn^~ejM-1otHy{23CUoqyMP3=({RiO7wq%s4vx< zFWx=jwv6Y?U*G@EcxI>t^rO8KhW!BY>znUZgY)}$@_KL0(E6Ll_uGIzVt>NGPn@r2 ztff|5I{&_!e@*GhIR7MjsF$HV5{CIvK7{%A6~1d-?^ATGk<<5G`{d5zjGmz1$lvd) zo~Wg$?&9_6?`c{(>lZmHePHeP&02@}e}MP*k^Ud!$`;vceg}Vz^AQI9Xx9$*hWz<4 zugSl4MJVLk)V|C$oq^Os}@%~p5ylYvu2Ka*2Hue59g~@ZJN;~$r$nnw69vz@|-W7;`x4uFvNQtzt-_X zxzd3gxPNUg)_1~OKWe8a`Hs3}3I8{X^{86+1s$K(it0BQkLt{u@<-V6|G)CDTR6pQ zY0p2Z<~05&}1gyEtn?K8x%BRrqkg;~|QmuSn0Y`m0t_ts}Yr zsh7L#G)w9ue18D>SFdDs{e53^sK;V|hUx#Q{Oi~M-rMJO2A6OB$^6#w?xVRqHFWpx z+cRJ(n}R-dTL|9&D(ObMCZZC&&G^(`44tnf_xt5Ypm0HoPOy#*qgC< zJ%qvk;`=RxVgHH#i7G1EN9b|?L>S(GK>hgLaJ!`YzbL35*Vp$YLY+2{AflD^FMEkAwQek4twDL zm-efqJ-x39qZQ68=Lu6`Q0VS&;ivWM13@7#iBr}O$^>$_Yv zlkN$;9{G2|))!JU9)o@1^MAwoeRqlXg!4+|_dl(=mAOAg!F~hV|0Vy(Iurek^P4a~ zulV=o#)SFD%s`)_#rz};?=R18hxb!_X6@|#ZNeaLyr00@t4TjuJF8!_cKW`cKVkSD z8PSjQ$g+Iw-}iI&cZSc0^Pnc+!rC zo@O1I1^E!tLm2vt?NK0o_v7O&hL1pAV*UuE|JV)tyX%jvHqB2M@?)f5X3E2l{x|=? z_}E`2wxZ9emwu3c;rKF5&(FH`Q3ZdC?Hzh^w$ZvV?K0%Mu(gEZ1@@IC|s>Vb>e$WoX{K!xF zuiezYU8@6sBhDWL@?R}&2R4QR7VoDR2LB?i4>Jt$TO7YQruw}=p{BRi$V;xkZ=6rb zSf)~cis=9B#P%X!IF{&D8Z%&G-7yu&pQ!)h$||LI)?i;KKjr1W6Hjbd3gVPSI)zD1rS*0CQa*i{ObpN?KF<&^Oy9HSn8}0M!9Gxb zI{gcBei3*}@e-}Sv+|=k*EX#JeN7gxmtm$agu&iXA387UcxIe|6x3UAeVw-%{CC|= z55CVe0G}tUhu;GbP&?FL`nPR|`>W#f0@e=tivEF(m(?Caz9p_l2s$TP%~(9Oh5Lgp zjuU>o+SniLPaMAlU7{4z^vgV;Kgx?Rw4?rXxwm48VqXcU*CRi=%Gce!;Cv1I5w53e zXiB#$NBMm9KGdfea&Fmn^OMJc~APoC$9FH)| z{{?E3q_1r66UFW)3DlfJIz2420)H-kzd)cCBxRm3Gza_z>SMPdgRMfFjaa-A5Qcmj z^|#xam)^@9e!~7moUaQQruUTv-SQRYR|DIsK z$e-@NZTc?vxy$wwf*!LJ7dTy#Vewng!#yr~>jT3=k}qMNKT z`Nf{6??JM5c)uR$rFM3ImbJtE2Be?bK|cvs=KM-KCGPla!xXrGSMNP9 zcE#iU;15yX2y_0ZC+v{+(4WNWB?7|S-?H{{qEEx;{NPyv(fu}@pJ95xO`x$`f6r1` zAD9oiTu+<4Eofr zo%2KU^t9vi#>TM!yAu!wdQrZb57oAO>b{8cr;p9I$oCuVxc}@kL*qlTp6GrU&evz# zvS)WqyRh?4LEnJ4IoS_I-y_EO(YM@Yh2VE2`+ll`FptlD>vO;MX)WgVPZ;udlo!MF z{+2-NP~*=IcCDb#Xuk}zd_r5L$gIY`pA_xC1=`EKA31dig?OPQ)>rMdmmQ{9`GEdn zJR}VMM!cUF5a#)Zc5Lcce~kd;FGLT+0$QKW?9tk*OXfp8a*}v_!ZM{aA7S7Z+5=$) zx*sRdIsWaQ%RFtEANi^4@>}<`LoQ&Hx1QRJ*YU}VWD6PIsx#%>rB&cRP+oe3>HQ6X zURvFmpYC-sEZ*uj?YOM2uL1rF^|9Xr%MG>-4Uiw>eEsTQA6s7E2pHQ9ZvPVwks9c~fvt z@KzCHt_7`H=K=m1>Fpn7yXS1tM;K3AtPlNPum9Nfkm$ZG z_5ZZV|4ow*jF0jipzf%7=A9S!2Lt+;3@>f^3FG5*s3eyYIu#vj4-Ud;1>d$Nmgc{Xk&8%6Xxu?iE?8Cko7KjgOzUu2-p*ydkz9!m62)rfo6E zV@z8N{t)+P)F1pe?nfA=_gmTcz<;y{HvT!12Vvj`@}IS{c+SS7^Du#V^XQg)Rz+|> z5cxaI;r@|Stv8@Q7@r73JpkoxA+`Gc^d*aVe6zT?YEXukInU>YOJ;t&nmG~f+v5IU z_?GneQIACTNl{)Sc23EUxVeJo&xFB$VEf2}vNvzMYk>Y3-$p*!;k#)`N7x;p{#f=4 z>T;m;49FklVcEZ=bExTh*q`9@mX5}a%I=<^KZHF3hQ>VTB=HC9p90I>xuH`JO$K{G z{#l-h3myIZu3`t;4-f`|fepo)1}JJNv&Hfz_p2rJ=7B6+&2l#H=1Kuxc^*5}mS|@4pFy ze&c!xbAFEs@4GZU)fLu@`ZOwIYSF>Yw;L!O@2ubTU)uXzZ}88!{?W2-R%5H3rCzniFh0t6w1#Df zvP>=1Gf{sC!+DJOJX$~)-haaV4q?zA^q->_N|mhlt>pfKFyBAeX#DHiXY@w6KZW{b zGp4D_sjjnR(n)?c^M^hN)9wxOLU|IFXZtCeo#$G#gj2vCa6N=sy;;C8i#LQJ-k^MJ zQq

    mUajGCw#-Q%TkX$l9Q#Di~WHOV&JD%J51k`6^seJn>lFQH!kln$2;HKHE1Kq z!$I7iFz`dCEe3hx{*>B*zo_2~)BkA+#_pP=;?QLnkB@|bUhF^4cXz3;`aYhok4vh| zFRTs)e}npAYw}`L;u=lv4{R;A-f~XOh5a4s+j#AFE2B2JDW=i-$Lm;_NZd<qcxm&V1L3=R8JQ$%9HtfC+Y0#@%G>UGZL6o@^Nxea|Jgm$9V$?*;ql1cD!p8gYXs{-`s_oNU3=hX z1NjW$wSnFABo70g#8}QH*w(UqE0g`Kp&Cc6F1#n z(OEME6oHL=tq3B&pGxOVt3`I9M1RuAOf zy@LHX@@LAhrRIwlYyf-2`KQeK7BoZYDdhV|@02BRnW}3VfF9)Ul+yPWFuo3sd^A&37`Dy+0o2D-K3HpKdGtGSKjNvTzQ^#RsH$HA8;Ot{GPF6|3-zh&(Mzio3UHcw@2DL;6Jq!7LxpD zBuS1RYM2lH0r@}k{+~HjJ2QZPgdZKnJ@3(m)$XZwX&J6jXiDRkuPomKwU!~IAS`(B`6*00oXf44OF z{tC+1EhRSU?EumKpYUh9i(eC@z&>#O?i23>dQ>EXzeoLduN*8~lvNMyXwU9-_5ra` z&0N12o<#J{)*BFA++ zyT4q+XDN)2>m|(dU61wkLkd;bK)#OoB4Ku4Nx<39aD1|6RE>MX36+TVo3ANY#yw+s@`?@9O&#hbZ*^R`cq9|ry$?PK0L#eN_6 z#Pay>rQTPi{*(pWUqk+T=?h0j?JVq=CHq@E9>c~me(kWHWKCNP-&;7_4p&MBw!_sD z``Y1SP~m}}fX0XT<=hr?etKV;i z1BSu>;rRo#1O2E!gh9XCVW_8}yji;*(aSK)XT5z^e29r21N$@d7v5X$>u4?;3jD%+ zf-syvqdu^9x<4WC&eCpHbm#X`1@rs7wYb~z9`pyFpYJE@_Tc?B@F&Qx1^)XZ&30^s z@B5(tCk*zF<1dJ@UHnOJF65Jh&(3^4H+BN}AHw$(j$3cO5Bf&qRll3|NMaiM{~y7B zW`|mq|M>;?qp|(Jux?UgKDfx!|H%p%eoo{0D0P45d@L05LzFjR@b^eRYiIoPQSbG2 zV}uUW z+a`&}BMj$f)IL_Gd3#MX*fa9Ocfzz;1?8K;pP+wYnALv>ga4=JS1i+B*lG^^!}a>+ zI_9RuT>yWE`6po>p9zD$(eu=w-scdo=UIGX{ptG-tX(CM(TmSR{SxW-i|Se&@lX`M zP+opdg14>9DCPdvuP*Ai*6L4Cj~3sj5%|l!xHNCZZ6443XRM3VZk!4J6a5ci&^M&l zfBu8111|?b{R{Qme`iaGPg)O%pD16#U_Us&K(Dv_jrYCbd9*h{uJfCcb?5l`xG?Xz z@`C9nA^zcb0rO_(#l0)x^as3Hd;IsIwLD)A_%Xo7Vo97lJ5OJD`A6z3+urPclwe`? z5|S)<{vHA57s_~_Cu_l-uDwM zo@s6WQBCy!3b?+-SKJ4>g)HRuxH#9jZu+k#&_CoaVc73td}ZydKF`{jycgfA42Zwq z0Q!XTTp~B*sgtf0_!FFOiNOzRwJS@2--O35_i1=<0QP`*>9m5W$3{5wc(nAI$LgDd z6`>vVIZ(YuVUtA+oIjy_1MO}b&+pe4_KP@Q;M@8o`fn3K|54t74dL@E$7I9)9rc+o z(1ZCWVJ>fm*?D`Aq}_uw-&A-W=?m&n`Y+S13FgP=3B&WKKZLs%EgMy3c3&+C_>c52%U{vFW!hg@Kc43hhW#eCFJB!0+BC-x`lCK9e=zFP zn1dtX{spdg`Adnx1NTKKv;DyG#tZvjOsE5YiR&jU`=07Ygt`0)ga1W+4(>gpZ_m#^ zA^sVP^^4&Vc>hsA7~&E7Z^AtOu>NOBp9#bJo=7k2&+3K2E=zq6u9+`K_xA+B9}QD3 z`yFNPlQGQY6{7d~smX`Goc|%mq-s}Jh6BIRenKv}?|!&&FMIz~5Nf%?y~Dmw5KnM^ z!rWe2J3DU=oi%XymtOlI|JM?)pW$^RkI+S%r6PZ?;`v|b?zxv2-f`pgrqE~Ald4ay zhV~KoJYvvil;;Y^jMs~GrYo@h0~*qW;y-CHKAF0_#Qk zS4#i86S7uaVK(X8%3kG5Cy(0&@l(B$VW}&u z59tfDx4s;Ft_05S(H_F)jtIW8avR^D5C(sO^M|Fa&ii{-7si_<<`2Vc{}Fa=?Kdyq z-r$e0|LUHuUAmkv0{U?LHHz};Y9W`{{bB*bY`?e0%{(@xC4lcA*7$v2ynlx}#0Rto zhFLvi&56p9Rti7CUU0tf=|%f2!$kjIi~J!B`8@K6Fh5@j-+8O{yn_bl3-X6B#0%<= z?Z7P>A2G-a?JYd>$dqdB;}G9bf7gzfcT~@@5af^a5{CO3`21RHqbG4szQO*D`XlD` z;I$i0r|(yX|MMey*2aA`4$>M8@mzdgSwI-{5$hXklRH{BJ5@kE0@q9UfAk#NKj6oG z(fg+;?{zP~w{%SOgZP8buOB%;oVO_Jpg40yh<-ruzIE4$agU-akeFDGZL zvykNbt@U@RE#F7K+KbkiF%Tc{e2OsSyU2gS5D$>wgtar_MHG4TM3TQ6HmZ9#ve* z>($X8LWi!_&gbVT8;3o995YmOe-P>4xM9odWuHa=r$P9M#cp9z9IOX%%=$PV#U5(# zJo=ZIqRM2w@zde{64D#f+{bt6<_$c)Yzpm{JX=|mFCe{}j=b6VXrZ#wAmZnyQ{P7| z`7;9YAAFuLJdfkYN>yI$wxuWRS5V&w%YLEp2!p@J@fl|MRa~adzGOEk*>q};pOQBJ zdgT((f7Bm_ClNjIepiFu9@Kz#tREAG|3AU~6=C-Nuz)b|2lGdUd$z~muW^0U&i7la zKhxjM*0lp}ZIDx9_t`dA=_M7bZsY6Ql3A%8&swN2gZ->`r_VE<#q^fJ7R{3l`1 z7nBFXdx;*xus@>laXhHEx5w;0A?r`yvlI{pd&Ky&ZN286LL&j>uP9%J*?y2P@Ei4Y z+kw(+f$H1ge2M0JmK8MWat*&YBzaP)b34?z|c@u{H1+ITj$5*?9Ji@?!QNQ<0YEG|; zeJ-<)DPHFm*IJ8ceB@9_hJXcAM{UqnxX@I_RNFx64dv-+oBi03lsAB_Fi5Ij9)I`QMW=i_IT_v` z^B3D6VOidP_MP5e6OMxaL3)$yE1wt_iM}U_^CulN9V>BLly4$G2utLWe3PB*@^$B? z@%mEo)R!kR-skc9TJomYYww;827AK#e)4WZ^U}Pl;BQb~gke6EPjY(Vy;+jyVgE@u zw|Gx+PyYRSL5kV@-f1s_K>zW+I$=1^$NnjkWsT+PRJcB;xVTBJPLAOIHD&efuQub# zA%Da55eEH5eNB}+Q+U3z4}5K z{cjvUwIK48sZ%P*7xg<$cFgnr7V|-0(Ep|x$z5Ij%o^5%^QSF}ZrxoX`o1vMpBdgy z_jL$^J{yYVNf`Kt{3HzLmoz?(2mTBB!`lBN`qHHrKb+n_S%KYmPVYQkCFHqRbDeJ1QjkY7gymZ@v}ogp7UeK@+KUs3(+w-BF^A4hlE^=;C<2l_+p zuZ`cO96uzrjr8m2uRC9y-KACQCk*WD=c!kNd~v=LI}&Cn3mrioNZ*Nq>Va+>UqF1p=QGvMoJx740sA@B@2rV8 zHx&+F5B84jS(8Jr-L~lt`i1f%%>84Q@5xUWs+{0{0n$ep;t|F#!VvFK|4yo$cpjb; z$Jc){@6I}_?J*!vobTkTx-r>#Hv!}M;K}9`V?WuU@O~Sv=hT499TexM^Z8Gu1kRVp zSq}D#`uLt#KJ}KM(0YJ=n!#*R^rLAA7O>5Qh6W?b<(!azUr^K^#E^(Diafq&>P2m^iX+IfBH^x5(QHin}A z%hN*o5Q9G<`VfQsY5wA;2~#_DfcI5Uzfb?zR5B`Y7046unb~UwTZGJj`xiJrVcosS7-ni9ywTmo$|3knqtJj`2I467J?-+*;DTy&7IpH|Ap?Ri(PKT!1+726NdHUd>3v{zfttS7U-e&yubOY=Pm&G z`H1Ct0WtVbx3(Dk9mZdGP+o+2{2>hX zi}YO9bak6D{2|XLE`RwPRy;02YOl&J@p=eLCMY(w#nKub*0jTFQd`<$iK$YyZL!pL zDVh(*mq?bJ)3zP*)vUG{?!Rqni$UK5+G2>WMr|>y7tf1`UZ`&&{|NK@goHtUXs?9f zyax5@irk>E*1~1%eQW_?h(}2OmEI4oN*8~JcuM^ZBZoZwSq}R%w7;vvuRl81n9B3R zoc=Pao-5pi{Q$NT27iOk=Zv4dQp)}q-|yzk4zE5lc^~LA?jLhfr!DU5dXe7`$~hF+ zxof`Y|J_hOb1oOYU*G8m)C(|PTr(XqRc^4z-y^-(j&E|y3-aXk-|Nfgc;D(1qo_^( z_}&S}KFtSxM*X^R^_kP^PnwWlA-<{6 z;fvLTXHf4$c@Tzr04Ea5de``pltFNvf#6#-8Gu+xMvm-b0q_^cyJH!b=X1jh;u-e8v;3gRrKj_N9`rYaxxXOH&y!excAk;fr8NCa zd( zMExTS`&s1Ay$eQ5D<(fuJV*DL7-sdq`%4B_uH7wqKM(1*bJb!sGWWIaAVE+AK!Gi_wyFQA3!uJCYGIDww ztrP-3QQsfV%D!^YI0yWNop^l=&&ThL3J62JAM+X3?)m@l8d~qe(mthn4^z3n$(MaG zrR1M1=o9Ks{;4n7K_&8F|2TjCwU#p~ek0(#9`z@`Iq>hQe}f>OKz=-u(zGfu=nMS8 z_D3f2rQUmf$;2@{(|N=SsR58LQU5uM#}5^x^ZfS_VxE6Knp2S?h#3v`f%1Li*?rQ0 z-EV-OsIQNz`cD`$YB=x*`TbbAR$)YgB(EP42Ktbm$Ldw8CA*bjebj%#O2w50Hk{v& z=R}+j%{J%t^~V`0Ed>dcy#D_9T2j=Y!2{(65I-J2eEGin$b^nHgrAsPx~ltD7vdeR zk1(h2$&{Sb>7%V-eMtY4sC!FB?Kq~u-oJTjH2>wyDpSa>@je~H8RXxd&Ws74zxgTn zNAyR8VZVa%VePE`@YJixd+)xB{QUQ6fcd%!<~8s=0E}l0E0TUN+?9e_ivnmQMtGM*DddvhncIp}Ro-7!L_^|N4CP8!NZ&Ex-?4 ze}U3V%XywZV1I)0D46v5{<+A0V4t|Y0%z?hJ(>OL3``BS*ddFO`7HC&$yE0udqZOG>PkD`D$ z01-=XO({NFb6 zzj$`gBAvh_Xvg|Y@w(4y5ankgp*{EOL>H|nGVSe7pFguTW z6_#b$|Nh>N0rdQ??W3mU<&g%KBoxaZ~C@EfTE|Ba7`i}FJrdFLYE4;|{tF+Mi zQ?0@QE}z!}KUl0(y9D=xas97HX&tf&mInPLJiXJ992*1B2b9m7fo=_UdKt=5}m$}joSIhKoi#zH`e{F}W;EQbV6VP}n z0!f{=7|usZ+G2?RXWL?BE&P8t_B`ZQdTra`dkt7mW%Pch{TW;DNy<-HJKOINhVu=S z{~OPQ)5+EW;BQes-W)dl{PO-b&yjzFK0z4v^Qb@NcXa$cr?&EVS6*oxHLl_@&z~zKXAeB?cmnb%Pci=p zgTA2tuy%IdP@%gt;nCM#+`m@zGw)w`LKn`zk=}~=okz-e74Z1~PV3V}J?%A+Uts$? z{~3iVae9+#j6i0{Zzl(tL6{M$1^RU#t!W#JhO2SUAsaLH>0Y6dys=Qi` z+}-sF>@Jq};FVF3#I_HL}<*G`kA7lTot}k|cJ2?vM4f*|bu5Yg8!xjAe z?rYAjnu`8=R7Xn&iS?DRN{}S#4`JBPY--yM`LbnO4Cf#`S&kxOJycMW5^Yw<;Bt9Wg5K{vhV#H9CqvCTH!0deUhzJ%m9& z54Odie@H*;Z%q3c!r-3&@2D})S$gS9B*?=F$3qPF z7cl>%cF3nuzJx)Zs6T{dix?i>)$s9X85qwB$3x8PAvJ_q{f;oibCiFL`x3jL)Hs#1 z``5lkNFy5$Y+tiKNi>o zdtb2R{){lxACcZ4pSpRSostRpAwA!CV8HL;9(@1x12Nv?sBIR?SM0$@GJue#zFmrcTVLVaSZSRRCdzj19b)WgEt;ge(^tUtSd zNEqag{AJ^_^BvZoou4tx&i@F*_ij*M3G?%mUmb1E$z4j|{QhMY?mHn#^!-BY|4XPH zb@z%F=mX{h^{HR%d);({{S?|8VbFK9@A|)rPao?%;Q4BUj7!tOnzcNiYZ#x|b^PSn zVDGpd!Z3e3%;OoggMUW;GR*GVvFGXktpp9uVO|y!g|qu ze#_?B^mYt_?;Q>i%m4Qr*~6Dq2SR_3c9`w=fB!dqgX&*%xQ~PJ`1j$UEv}<4tN4*T z7-sjeemAf0{VwgOYBtHQ+2&n}RH{q{QwO-_JMy9e>i|s1(qT{_>B1L&s@LLwNh2L!(aj2rPwq zGtSqdICT7dr}Gg1(Y{+UFKE=negXavzNb)j`rBu)7rfuqf*AZ8%7@_s(l^3<|4JC{ zf6;v9Nn2j*?+W{Klt&9Pzu4u5YcAgidQO9Rz)&_Lchoc~s~CMty2U z4Er4%pD@HL>VNLCLd97>MIBmCYiZU@85e!95A6SU{?ORVpEJN8V!f6yjEDB~_im3R z$Er>MMtvvD$Nx9za=?wt=OO<>>{U2V7R!TSDf&NGq4b>nf2_VG06jRq^xRvc4~^IZ@q4VuzJ!D!-xBki zVOD=*82mG?hx)VlE0hkH_3NqYdx;`8{)Q8AvQt8(==~F+G~)l!iR_3{BlkgjDi;zK|8Kj?ulU1jL*psPsQ~#Az{#G2eEt@o`m;{c)J(+ONJp|64zfC zhWtvrA7U8zjq+vl(fxMT4)IN_?+mkgCC5xY^gQ_YcJxDhqxCh9)=o~Wf%`S$_m_oo zgz5jC7zTbJJ@V4d<0Jo6bx5V>LLG8OZO zwO32%w#86y(r$<8J_maq>>2q(&qF;I^@(92={p;r?)wN8I?EI%rAI)#&=-%-FmE@1 zwfTFWL!fWSPle@k7Tvfc`oB%&mqML<7yZ7oAim@J7-s%M(Z{2|R>odn4e+!i_MaR97`3w9P?~gbxApN6um|q-!c>8vYmmJgnfMKYIpg-$4KEpgEQ48z` z{Yl3MU8l-fI>35Se;KYM`|0?s?&jRB#@t?1PU`IU`FafQhoHO&bN{IFVV=sVIMM%q zB7aov1`Kq5UIY9W$8#ZJ@MkC=!tgxOqw2m~sD4ItpX9Vyz6=*g%x{Y!o}&IyJJ_!{ z-U|r>f5rJA!w|pGAF%OU7(F;2+~30Wu<_{oef)X)ev43bf#h7jU5nv+2&lgdr?T;= zo$4Dx)y9`bpSC2!`f&VCRw0kBU0(t54*5YC_>1fB6y`YX)b?LcA0iy>YvpvYEARvR zcfRmeVrP^Qj|W}GoSYCGdxiUhF6)<_O%E9h`vuhZE-BwFWAkkx{-M2hIa}6pVZbb~ zUmUN?t@Rbz3DaOdBED}WBnO;3~@%B+4RCs(N%=UxA zZf@_MKisGb`SEb^eBI~eomsH!Hqe9dr~428Tb+y6vV1~FnCoxP^eZN3pLgQ^wr6#Z zzfT7phIowh^iq{B^4em^`AeAHZxQxdzVY=ci{Fs1A^#Yre4MpIyrJFe8dssbK*z3;PE>1z`;5?MZ`xHC-+S^4e9~Sl=|FqNj`4S*6e7<+Az_{wm z1+XW3@%jnF{#soB7BcKg_SbvATx+074_H6?A9drQws!qHgFiz3&~S6AnfP=lv>S@Y z(+HfIr~D#7*ZxNuE$YMExfW`EI**sCOgQHfk^n9sG#vv$ogMDKF2u zb9re0CzY7?VgvYN>c3*l;MuQNv-I@gY4EFSc z_>bf1I1SzteAtomTX+27D-9RwL0>Q)5C(n6^)gKF`wDekE04GA*$@5$?MrvjG?UG* z4)gWshFTQoZWI0A70Oq4*NtB@T=V&QbgymwrrT+T>Tse*FD}sED*#_|o^~JzGS0yLH9M*&F28V)gjd^4U`y1qk!O0UNAAU0f z|0X`a6B?@hbl?4>pX@_=-Y~}BOfb4X(2LI-=12_aR=x)G#a*mlgkisl>m>~Ki~WsE zT<=9s6WxCqAns3?+nWfgVnP2<-;9;+B)Khd zHd{);LIHVbv;DiFSiq~pD_F%5XSd`@0U$|uL}qD@%lTd z>@}R1BK?CV3H|I^4PZUudW&$-iLWg^&Se9?`-#UR4ElriF{p0Rd*AD#@24O=gZ@2s z?)KaU@@;H48F$D#F?XNB46+YXmAZf(8bef=yiFGwA2e?`1ot74KGWs8uGS8rz>l@! z`3OV(G^{O#csH;ertc96sXweA<28H!9UFhm375>sc_1GHd>%2_C(Vx-|{RNr2KrhN`@Sz(OpR7*7|9#+igRcdy`Fk`P&a0^%G3*~v zzs-hLr>mRJ1OJWVndMnMKiIo3#6xN?J!K_$-U;M^_F;yY?e~R*S-q8GdOu7!#NW!W zVrKy45BU6$l{t4S2RK0d)e^6tFsGj|=xe+FV2?=OklPkTn~J{64J3Ub4D%zsLt3l7 z9gN_^izBuAtVg?i1{30pbzztFz^HCGdCZYz359MI}Z>N=J~Su`hGJ~ zCH_JFfa@U)`i0|}-&6ED|4p>NLVlQki}|Cjcc0axg@nQWsXw;Eejei=YoA1T*b1Lm zwO`?&Pna(ghWr-&4dD)SA4_OqQJDI8+9JqLaDKutAFj{BsbAS1`;9z)Sf6WxSERZh z-VN~#{m01vcHb8yK8Ji9^RJPD7mX{wi{4*skK>46BhRg~wp$Vh@+ZT zdg7mDugFQ2`y$}`>L`Cp>lHe;ukQkXjq_V3&-|Fu%M-VS$b5755a|3&fcjLYwA> zKgl;Qf&aq&D`Bv2Jvj+<#yAc0z{h^O*E^kH@a+4gQ7N zGtXCA{1xq$F!)CtpS9Ef)e9M>_mvrD_hA@@^L6C6tzpiCKOYVOf6?A-Lv<<@ zewJ|mXS=6$ed*Mbpl?X;_++D%a_Ya7f+SPL@rmI%RPP`R?~|asSv!5NK{)>Meq9rJ zU!Gsu-B$Q-Pw*hVAG3QcH!gbmR-gx;w^!1>cXUoB#1ov~exQDll0z5JZRvV`^y_ifj&(1du5`p$4Qdpo5S~e>3PIFf2Ve+*C2fkcD+wsIz0r| zkNKX%vBgU2XWqd16Z%8K>^`>8aY0RWuQ<{Bdngab{Xx0K-B!!9{k>zO<-a>wyFtE~ ze@;}`{$X3srJ(P~uZd+fiw}N15B%#V<|kp8AL(V7&WDApKb?;;4EZnG-=u?c-R7KX zfcF)U9>VOrPB`gd)}w#@^JKTtdY!risCs5j=Kh;7)GP3L!Vn*kKTgKiEUHW_;C{&z zF})1Wq5PiVHSBqpYrj1f+Qa^+6ZS{U^Cc%=i_oOj(JFpqe@?4FAK_~t%wId*+%>s- z_!783itBUwwfWt^y$x`m4(XdL+%i~e&`F3V$WOvN|DAkqS!Xk&B-pPb{gW#foH0@v z2Kt2KIcqI8pKI$3@g2u=9@XR9ryIxMycYez6sLLfT3Sbdf5-aAlp_uI#_c&IOYdt7 zr`&k5y+fA|5Fd2J>vPess40(_3Ey`?|KYN-u6d+JU+y2L_WEj~k*5m#>k;Dqgu$M0 ze%4-0`O?%C<2Kg!?gILa^tj5!+;}3B1mAnX{;shXkFR)gMTMO=P0NXVexh;<*PrQn zA%|ARp5gU^8C|`nbdB8&82trd?w<(*|55)~f0qBv2#+7$--4J|k5==Z=Bz z3*h)OE&e=Jex(KZ3i5|A_-mB+%w?NujUL6o{tNYE<||>@lTSZ*J~V4!&q*15yg`3( zyjkx1yfRmMviH%2vtkmho{e3__g`+Wo067IS_J!FoX_pOX~V!fRZtH_c@pOSgD~(H z$7lUnJY$&E``r5uTGMIEZ?I47?{0EkN8NRlswK(Web~pB{Td5+J;8mUP4t(u3;6k` z`_C>X>tb8LzuAiQi?GT!@;|e?R{ZekJPzyu`AwMb=Vq%{%uYG!qRh_!W@q<_H!+E3-V+_Qk3oDv`ydSZj`Mpc_z$g@ zkOcpa^6}`lW%OAoGr;(~M}ShtM=GN4&r|;|lDlrZU4!;<;`MnT=KEid?*k^~I>teN zeBLuX_SM5-LZuxHXIu6SG`R`%PhIX~`BvK&h<~`=xro94(0q+2mHb{^Oql z^2e-wBGJzJKe`*?Oea-`G;+D?k>UiWAm0rpL!~-3%8|lee){UuJ2bS zkaD5=AYrKI;QGA!{hG9_Q33K_k}y&=2JIe7IOXqVq>y51k*Elyxc)o{gUG|<5eVKVrNEq}F>m7cMeZOy7-Wlu}>Gw;#G)+G?mGgrz-@g*( z`&+*~cIrc>=R<##pI@@_Zma4bIN!kiH({PX5oYf<3jLDrRBS5B0sn~kre99k{{iPzCxbwe*%i* z%?`Z0$MeC3vm+Lcdy~NP&4mwipB~Y_4*m)0T`cK&P4#d#&&L-}`Y`UTuIN4l#>>UK zeFp7WFZ%x@>VKeMS^WfE&+Y>4&JZE{C4RApKaA4&HO$`;GowI!Ya}C5b*iHtcoYvhh@1v1-@CdURp(T zpAzW}>UYb|X5I++UI6wF8WUEkp*}!i5c$6#cRfd$MlHA>gZdZbet1dB@0qgCNghGL zj*kn+*28*eys!=7c9P?`{|F*X@5>4qX7z8vU?1o&2t&LkdSaZvs!w;~_1d5v3TNZ@ z=kfjGvabu`f13Kjd8w^f{|STqasSNlb~>+GRy)eB-&`qv{6GVnbPq&K)*;0RgOO_1-Re;^F{jsAx) zd;dhpFst_lXBC{S@KA;Q9ol2?+0Q4omG+UL_XUK6LEn(Sg!z30hUq@4F!;s@&&e*A zfqvv)h^CzWw$4F3zX`GYxv0`Cn4i~&ELg8{bG{S!KO8^gdhg3hMVlaBL;49rJJJ`r z^pDgstJ^SMu$Ui&!9U^p34?#c{U%}9AJOy6gR1(ss&o27pP#A!aXE(9UskxK-u5hr zgm{JbdkFLOuSoU$(6hN0_zTRpR*tNGdvoC#WwzgEnAOWxj#<7zb5FCf7V%@{A36Ex z(=y!Oto)a6`*T_h$PfJqVeT(h^~mye`8X9Ywyzrd^v&mW_VE1;jDM@fHLL2DAA;v` zeT0F2b#J^N1c)I^A1$Unlcf1~!Jqfa{TSPlAs?y2J{WbTl3O$u<6XF zAV1XC@F8Y{ZfzBv@8Wpj6Jo-yW$Xq0$NYjY_#^bkgn4`oUz9A7G`tz&6|QfsxA8@D z`>9->gu#BP{Y;XNcHjTtdGrr!&wnf*HoQMzl*ihS2h>MK{%`-f_EYP`iw<5~p9zCJ zkp6Xj>IzK*L*#>KeT2FHUw3-US^K9Z5U)`m)*D)8Nngm~^sUd`cs)${CX9#vnK0j9 zt}i>};+7}_{BRfBE5qzQ7h&KJ>cjfa{;Lmkj)wS$I706Az8=qBg8Xp(5nk%XsWYWJ zz9#x3d>4K6w(0`)P~?9^Vuf^LS|9FjBF@LfUVGmS_=EW-VW=PBewMKEbdo>oPya_L zWbN$yE~2*n$oED0uzuuUq)JXdy;Zy5yd32bX>cc?W~bpXr$?)Lp2D>I4b8yohY9b#{j(Xl`E-|$V>z^UmD@4umbUf7re%RoN3-l%Td zMs>~9mwiC=M4j1ZV4-^p?g!!gQTcQ4E`8Jt|L27Kiz?Hz^G$sL@<4khtf0x-Yfn4A z9Q+;PE9z@hy~$BCZBxikaK99-Gt2Ssv23e*_jf3tro~_V?e2AV;kytbIYdSxl z*?3PWDy86!RH+u8mlBqkD%UF3Kf;m;vQOJ$>2k^aZLw5=q<>p1?Ex!B26q%RE9`(eV3 z1y|~eg0_MEApc`*58u~6zYESIP+wyL?f!ato#*}_Chy9&E%wb|PpGdkrDfI5zso^> zsPCJid{gwLr%Csw@islKUo0QC1L(o_*l3q;H;QZ@+m*&*D?ug{Q@Sb38#`asBafb2Y=e z21CAv^u%}fxp(B?6IkDW;_>72zJGMSV-EU)^u#|ncYNz^(f1nAzT$tKv%GP91p8i$ zaPz-@7v(xk0RN2rw_TeiBaTI3%L>qq_(hV>&o+xpzK-|J8V`iTBu z+uSV&#~k*9^HJ=-E$Mb&!Mgy^?nz?$2*dfMR$C194tgH@gTA)Ia30+bv;W%@ZfkM6 zKWvFK*em+q?aQ*mllRSo_)a)7ZOD@4qW^w-@okW zk+tHa*#L$9v|fh05x;iyah` z8rF~Yyt~(m&~tLb;5-2Nv)iJd-L>c)qk}i2kt6`QzFDXAAed+j^;b>~6jv->aQw ze$q4(zVC_lvNv!`-l%V)^LiX_@2Zf0Zx{N5J|R7O4_tK?glmGn;{1D$4_rGscRuhF z^>g3AhyUUSjDhtK&azcqw|W-v1MlPPLk#`V{u!<&eIyL}f#b7wc3#ce+5R#~`Do+w zX*)V*N!p3^l`xDyr!9v3!m%v|d$w(d_tXA?J?~HQW0;*c5(a%lc@gIMYEozaw`(<` zxxOTMDK-ArHxlGQ{r7ikDEVXn^CN#!tiP0*Z{7>}D)Kkw+KUsxg1_+pTG*d3k~>mHF=gKR-zOHO(V4P)GSIJ)c$|9d)wo3gnx}-~H*S!Hx5(Vq94a24DvyK9Cm0Pyyr$a)KlsCO{WY6ZcF%i;o;wv zk|iceu)oLtNB*dP%+Njv`GBsN-wf0DmW70&K91`l4DYw0z7Pg~g7N6+#^E3HPntu1 zj_pU!_MJMQuM6aRNYByisps5V|L}bCSa7dg30)yS-#b<@vF2#6eZWskF+GHVpGYrj zr~ele9{aKD^Aq`zaGr+pA`JG3`4nqs_lpU0|IYf;`y*G_3jP#qmlmO8p@k) z=7oX1BmKv>{MXyMPzCe@<0E0vA8OB4la@LofO-|m_c&r`M|qvF8eM5vmdI|T*a6ZBv>H8DH6aGH;yEvIZJqPzcgxU9egeM*dOYHZUaetAilXc+p&Iqt? zq$f*eYT}nu63|DIAFYL zNi$!6oP8xV_w^N5xUYfqo;US(aWlFhQ$y{~o331Y{=B5}bdtw;zeQu?A}nD(Xm1R+ zQUB*>*_@Gf`@!!ooxj&KXYi77pg%|t!}NY(@cEyHSFWfZfqVn^tIoIFUidY5yz(rf zCnL!`e#D<`{C-Ks;q{T>Pu>83Fn`NP>zbO~(UQm8i^DwAwS^w=9vjZ*qO(!=q3Q$q zeZ-3!Cf?17*M$9z;bMIt%;U?&t<461x{rhU`dCgllJuL(LB2SD!r(7(eheQYelX1V zdok&Hli=ta9xpGxu`#K*;ihyD|F1Tf;XR}e7i+y97e(xa@z7r|Y|8q_a_)~a$J!rJ zw)6phAU&DW%+`IgssVj77SD$;bD)5 z>$pB;-tsy6e2OXP1KMZi&u*`BOVVNgo%$!t@`bE^KYi=YNOFIab?;S(#0w8Fb{sEz z^0sG>yj5X7*xx0k^7m&KDs%sIsmH1n>KpdJ_jJgA!mysg`Lc5Med?uw#_e6NAB6aT z^j~^nESu0;rfx~}5r+F0INs$>MM625VwexoPZ;J)<&KK0*5BDH&%T$reBi;Zm`E4+ zzjPd*;p415mV>_H_*aHmE=UaS2lQaPxH6)p;j^C=+?PQAdBu0cDMz0IzJGEhdf}gG zp}KH?f$D$GdUx=_JSaz;quy6pJ4&6eXL9uOg!u!Hg1unANf`Vq+6!TRe>-PkTJW~G zaPY6_Z*vx>z52dxlG1lp|8%zBk_lF#=zrTY=7l?fX{{8ZlmG; zAlAPg7T9bWatrc(oG-&He%-JRNWDJp0Y8ttG2`C)<_?xBRiw{1E$%yyO{?Jhr8n)L zS&mxP4)Gi3cQfMalIsDcKtGOm^Xl$;`9=JFrr?_|l%^+-902PeWji0yW{j$xo_x=Fq z$tGg{<=ge2+f}-jpEu+$yzr$hxE0QKu>br`U%Y3$Sk3)k{(q`}jB`Z$-zfiE-9Lw$ zwj6=?9g*H!78lNK-5w=7i{dH6Z2$X~U8d2~`dc7h}^MIVHZ@-GNa8+JjM4*zF}^xxi9 z)1mIs7s&6#@0$b@2L0$Q<_}@WuWhO-#y>!GCE!Jc>a1Xy5}~7gdtFl{JocSIKWR+0OzgfPwo{| zdiQ><3I31DpB^gfdGtJtPyPMq*YaU*ckpNEKkgxh`Jg`|%=hPt2WEGEbY(F6zkuN4 zDm(|9(Gq|C7M%CGdZ` zo5lJ^81%vLZw&f?{JCG1b^iQ@QHt!m@P6yYb2hPKpgz)DDmgXln4Rc*IOKQPutSgg z%)SieXfI{+XU;rvK9JK_CQO~DJl7xS$N80A(l~zf=^&*`to`Ld8gF_Xhx-LoPMDql zmwnETJMpprzPH2j2TuE%Ts<$teh`lTuv7T3-BlKlU-T8vhcNIH^K-&r?^J*K*sLv~ z@t}WbzYjyJ{$#tn<>v$C)WyzU9-N=sXW=2K_^N2t#~C{+4IWy|s9P zzI+MI_pyps(b(b@Fdp_#81i%E$K!6ouVY{N@%-fR(1k&}@2>-SVE>OJ@BX~EeImpM z!i%;X{BOx2DPM|5j}e1>(EbU7{Qki_zkOU}nxHtQ5BO`O=Si>hBZ>d*g8L?ze>|D< z`A27^1)xtj9$^Lgf2m-?aNdCQKdHGp?%*j;pdbAkVX$9p|5PdUNO_UydwZ<^G_t4n z*gejC zdUk(bx=G3g9`B#se^vZOS@eB2%I8_VW$eNB*|0vq`9JSJc2Y*mXNb?pujhZ3mOXRv z8tVR6|{OJKc^<5e`6ud3>P2mA-dPlj23NEr6FaK0~`hB|9) z```Vc7m+iMN3A)g_L|0jvDe{R!dOe$9#p?lW^{h`p?=(dR*uL^?5m^?`3urR82E$p zAq?>u^}90YhUCGxRM_uA`Mg|Yn$>ClZlD+2zs#}kaye-m?0@}>+4=n|&AJUWp*p#=Dk_Z=9%NAa*qf3|OW^=W>8qiWQ4!#`1<_qYnXuzj^_k7e&uFTnqSp#E2f+e!{tqYwTc%WHi4I?T$`=JC2_u6%1%|6=z4&cQYN zq~GPqHNbu@>Qha*ZT#8|C-{B#n%0-OOU5fhd!+B3Ork`S`U$=t^3EhLW0QsGJ)0h4 z|NhPt%55inNg!%gT-G}1+_gks~V?OoXI_KL2pC@3?xPSG2PKA1?w>FH2 z`bAiI&c7J+9qsjfwtH;Dye~ix)~_E^;A?69k=uKHu$D@A=MLcSasRA-@yhPX>(2kL z{@O!B@;mhB--|S?mYQX-{xR?e`Pr~NWp9P+H+~<0Fq|i${xQtrK|}p&Ew8T=Vf}#T zYlOLd6Xxrg5942-m+l?J^YagBE^-~JOMw44pO3~{mF|1Lh549^`AwMn2Zq`CCSe#K z<@<5e!F2&)W#E62-j545s4Tf+4((BYK3*zn`aSwHk7pk**Q#ytEC=~e{o4<=T6)ES z|3!K}^?ocH6qw8Nu}>b0EZ;@;;qmX&r1OSp*LursBYPwa<01bUK1}h6FzgSbJ}}JU z_vf(d-K~3!<@5cV)n(~{21&ku_W5J`h4!m;e1G|i)bp#ALF-`u1L-9U_l0r347-s2 zd~t94G3&(y*q_Al3B&xUJ(k0M8QQ~_)fI<>*Qu*D5P!Z}y_o#O$)Z}fhkvhV&Aet)!auF2{TmtA4~g#0JW zzu##5e(X!7+)>~+mVcAAK7Ij`H%~g>`xf(T#w(+raK91vBfsrm-D^R69qiwufB$x- z!8}JQNTr_cOMSZ)ac{z+v!HLN@82FymG5^+4e|w~_j}K46W`xRgzdz4)F^4$I697?+=AzX-l^(;QoOy*ayz%$D|>@OPq`0`+MZ~ma9NPa9@+HjY zf1c<);`9BnkZ<7n<>y_Gm!W1=d_RG(;$oW5uMRU$^a?8ie}VKc98BZ=>f-&W&--IC zFKE8Mj0QPng~+L=%lL@rLs(7pk1g;EX5}*^ZvKsdU;h8#lk|N*)dzou=kct4B*h=X za6XRmA`JUin7^_1?E3+R50gAu{g3|-)BBdezXlh{Iv*E;zM(vSg(kNh`jG|n5)wg8-J8eDnS1j51Yf&!yvnSuX9`Uu1R1=8PoKmK&TJzji0LKyNZDzCKndZ$wY-FaDKlBUb0I+I+vdh z|K1qWt>>vSu5Z7OpZ#j+Y7FZ;+&?7D*B6B0eQO&3%+XOh>r~)82l@LOG3VDGxq;bF zek6gvMf)Jk&nF4<^$IIz`twI)zuGmeUEn`)yg$~J2d-VQ<>!fiVs?Hz*Yh>ZkIFaQ zzTTzU7`|6P{{N|#Jvn?%D)f)^5oYT>fy7#gElFSZv-t}o=fCqbYBPiNf><5`$p-iT z;%a)b_W=ZwKP8%u?LQ0k#r+AS9C{y-_}U%xOU!?Pl)vtSUk60*1Bv-9kUFTbppT4b z|5Hq#KJG#lF^#J?D_R>;rR*z=afqse4(*%U! zzKhtO3ZzFnU+fqY4p^OhOzz#rr{VKsV>g_SD@5xojy-j;0JF&Fd|`%{RmDr(;P z0lxN_B=TnhhCL-F{*A$3IsJ`+AL92uczqYlHyH+bBL7)`wErbgi1&@~cNz=w?T7s# z2K(yuH->yb?;lM6Uo23ZWfida-fgb0gh9VizKTn}z4pnjk-LcTR-ky*`@^j98a7UU>k2vA&Y}-O~3fr@{E*^`U?;4aa*m_i;(jjuojA|X&&q4XC7>seaZLmkBo%o~jU-!5h>wkkkKzXZbDZiO& z@)_>uq%t+V!;J0tgV`&2tEr}({# z0o-4)67!QVtT&JzwYN*{S1()#^-&)PGyf`3?-jJc!J_=T1RDAimFIXkgMEwFj|_voisJ*v9wc9?5Ap&R3HGM3!}h=CF1`?d z#QOmZ!+jQ%CzV5fj{ZsG#^gP*7w3ciqkd}Kc-WY}Nsrq~F+CY3nerb-Zb%+|52KIpS)qJAxE!4UbG5Pkxc`a$cdcC|pKf@P?NsO@M4 z-0nc`i5};ay}u+KaBd-taz!`?nsW-|runI~e>m z&bNotw6s-OqVKZ^yG&ZR_>vv`e;wLOkAgeKdyna`^_GAzw}&1N-e>G|cnj+TlJ~{Fhil@-OVgN6zH4_hz?x+l;z_BolJwWnXit* z_XDV3I;F}@Ywteh^JAF#lb-j@52=+LVfS4GgxUI(<6|`cp6w@sOJ`LBe^I}6HI9F` z+_)9;eH@RltmD5JYNI~tcDZF@QFn;P7hUb&z6OFt3iZSvU85%&Y5CWI|Hv=hnCo}e zpG#8ghwBl6?!n(3kKOwQ>lN|&9>>+BZ&VKZgESu22mPl04yR5vGI;{_(_hSgUBn<>%rHI;gfVgKIor& zeH~Q)+1LpD9rCBQOYDI;Jtn~ZV{h?zy|-I=zVGD1^{tP!;hW-WUHCs_4{i1=pPAl`_SJp?Ms4_KfEu4_M+dgYGQAHcljD81(tuC2rIr_^7{|wkMx@CvJa?9eFFX%=^+gKLjIZ*tKM!2 z`!3-r=`7|iVaPWyA0-U_0OLQazk}?HmDBrK0>W~4iC&Yo{vk2P4#0XG<=b!C>Y3f| zmx4ZoipL`i`Y`n$Oy_w5R!-+B3`2g8^!E!r;E)<-CSObA^;=z(;{QPt=oO!L2pHZ; z`al@uMeVUZw+GV;;W}GRP6v9>-puAKYKRSK0)5ALMHu`G#zV7p_V%&LC%}F%e)aEo z_V&_cJwabkUW7saP~ZCNsQZ6Du@?G6eeG}6;d@cXUqCO?!!W(KAn0#p2>&0t0_+L- z*FSdmgxr+hZ2wt6nEQ9a?EZsbz*H@hAo=@1k9dEEVW1cN@qny3*T*az!2SKeZj-Yg z1+Ierk-mXF6lxa^@`C+Jw5Nd<3R~u9-e%`L0`oQPy>{GD0)5B&=84ijtgn^AeuutT zo(%7#e2_4FPlEF?&+H{seKelE=PWR<-@T*TqBh_U@`ErtzYz@T9_iLH=nu%pTiick z$VV|h7?d+~N!KoVJpUSWOSRNeSj+Z<1QyD*l_`-z@Q)}D%MZqTEiWGA@*&LEvsRmj zKi?dg4fZ}vJRV`-H}Zqw4AKv)y3mEoGD~3os2|o+3w*kteFOO+=EDqEkbM${{d?3G z!q7jpcd0P!Pb?XK5~CKG+~B}w)Q31zeoKVx>tYqlr@b~+lfEJ)-Pz<@%5%! z3+eN)J6oNH4M_+6MSj^VdA>HfDiGv}{?BHA#GhU zY^(lf=&k^*r`JJpG=~NG}ldPrM&3APo0gF`pz1@euh*nDdt~-`^Tu z`*d)5{Xn(XH2)Dw5>3Mc$Fc9b1cV{~!0|_{)QFvv)Q#Ksh@HM)x66t4XV;7Mg)qz) z{R_jVDW74O&Wi+ufgh;ftUQS1JEE>&sKbyH@OL<$5zXB+!rH39-=O?Qrmo+#e$aDR zpP|0k4g9dY&3OnrpBLB-F5jH7wg&72>)S;-{Mw5w9Ts#{TUd_SjYz zUjzOH?UOL*E6T_2-HL1R9}YwRRG%DxI{?I-Mv;A_x zsFi20C%o9j*H5Fa#H?4b5q;l{;82kyYpICdA zKePID-&NqCwRq#Q$0s1(V17Xu#>4&?X7VEp>si!C2b;a=Im^a@^ilsEKJ@Co&Mytd zNBKE+bC@}K!0bC2l%F{s>k z%C)brTOj_TzB*629dhe*+yBZVeda#$+p3yQ{1~ISrX~5SHp~zEW4MgyVVLoA%+Omm zXE=p|z9N6d_HkSmJEsihhxCu#^m4G7mNff+Z^5{O&Fy!}zVY&LM=Y(~;95Iro2V7OIzL28Dorp+37E_5ZN# zL|3p6PjPHl;DZWZfCrgv}x|AG2Kn0-$maQoS+ z?0Zs^%a1VVFVg3(I(6)QcX!Y)Z0~NVlj55G6zXHVbU&s&P;F~3c77*tzaXV^Q)(8h zmyy4OA-)p6=Db+f={NWP?ua2CVLTzs*DDhS?lZ3%V$Ju{C+zdGHRz=Q`3cH{F!YD( ztqH%}{a4M`0sBCEVVJ&e7I;LJ4{cMD1a9Me2*Z8>%FAQffYuu(k)W@HcXl?A7b}$I9tF3W3+l z0gCU6Q~7?Q*P9dRW9F%I{q$;>wIjRc7}yWm({JibUZG@DttDq9|nuZCk*)z&d*!p1FsB?H>|`d=d9w7(Pw@lVSS) zN&>GggyrN=rm6Rxj5&HcAL_@u<{F9{|)JZ?z&HJYzCCr>TS z(5jyZ@--9FKY8&(+1(w#0>*eknCFkaqZ(ey_?vNmOPJ?>zAsj^s)inc{X_I;g!%e( z%FyiUX|wJDy%?XSB!^3-R|uu({X)T%C(}*uwCX{8$N5dw=-W+KYYqE;MldzvL|S#o zV8}mF|E4Z=j9K#WCA^P}`aU&o-py|6YCN7z{bF1(;?5Z!FQ(a9#p_;K4gMYVY1*F3 zYN-S6;LngA!r&iq{AtHzra-EGa$i~9lpP#)8# z1=u7@F5v5l=^@!686D!_`zh3q=}BwOOBlL#Y-x}_yH6nSpZhuWzgNoaeR+X@u({*YvVNeiNRR&-N$C(lffPIc@!vC} z#{X$3&u0Uyb_{cQuEhN{Vc3sD`U2Xfq`96x2Kg}36X@AcczoSmo-YTUIUe|Cb0YVr zf$yh8Mqe2W^x^n392czhTw4YH3gt(b=ZiB0<#)RmYJk7c6YC>kkO$@ygtalA5(^ZJERKp&NVo2|Q9QuKdt zIRBZGd+SafWC8aJalDzc8ttPCta<&Jt3qxiyWE2Bjj;X9c$1(G&&xsns2_wuepG(K zaYUn!D1StHXLY|HDU+xK^dmilRrF|mGs|r4;BBMlLH>&RKFfCfozXt~fWKN|`e%8c z{bJlv!0zJ-2*Y?t|EwZemv!$&_fN5XkZ|mD)4&B#j^hVi&xl&w@Cp1c`YXaPf8;;I zEMH~y>Hnt$v(G-vev>*M>>uSznA_(ZgTr_7vqb;biu@xC>p#@zIo1{PewdHp`OKV& zcFkFOi=cj>uL|VbC9(FJU+z#re+hpL+4Wz6SW8HtcW1 zs~hKET?2WceC9kmtdjZs67Uz}17W_uHK*D4;mOBtu)ae2=bFTH_xU2p{r_C6?~}9E zdUN^Cb^7@$I%q1)2m70QtA5O9%h^0XVVLcI%yahmToo+JpV9vimY+rR&#Ru<)8?=N z=pV|Lup)1d<)9BZpZS}r{d+GA<@?>ix|4Jly}Sti5AQ1whW%HpA3SB@%$P(=&}ZZy zVFe>r{=mWhv6Ld0XE0*OCs4kE-lNQJJTzwaK?Q>L@0y)_ofI$9{Dr}fM)j?j%l(7! zVcRN=s;8h2#$tI8hWR7E7~V+ZFVM>V_{*Y%+tY%XzGD(*_ki^d=0}A2c?x03*KmFd zW=18N3O;~-=!?fA4C`;4FJbUUR6lO=$$`24;IB}B7G!7-nN+t7q2|IppS@AS;@WO**SOx4r#7Qnw= zV)+pUdFuU*As?mwu|C8PoG;Y}eM5P&{$7$iSbuCi5Z);D-avW+@B`%$Vg6y-uwR{I z)=>Y1C8epqNS)c!FD&(h{XCR!iz+SlpbyB;g;}`)jf12V*!l4y`S7A!Pr`uT*#DxNtI{uRi~@g)^e>i;FA-E% z!+6NQsBYHsPg3e2UqXIIO-Y#5{A`LM%XgvzOt)IsI)Xjp{FWSac06rc0PzOfFS+Hb znpGpZUx@uj2Pw*>B<=!vB7I9G&UDpx{wCd->M!lk(sK6O;weSaeQQwx@ zFL>2|gbzPYTc+7>XXe#s5dX0MWx5-#^`9ON<750_*p&P&VIKdNT^XPD zR%~TZ6_x}RIGVFd6VSayw zFvt(-jWJTpfB9PUo*w$Im?R0!aqp!in174Ov7Qz*GEH8S_(K@t3Cf?98xs8t!xQjg zdtY6kvRT_#BoE~G>O!aN+pgu1kK=q-KU(>-XUula@715HpBzt6;Q9KR%XXDZ?HiyR z+pl>bTNPck1LTkQK^Q(v=NAmmlQ0sG&u{~sR}zN(E!>}6`&oOaOW8|KU+h4m?V0|= z!2hB>#LikjrrW}YaDNv43t`|t@-KEl_nfLFv0y(2;_(<}`C#nHDldlvny@~i{_eI; z_3ZXsqLt!7Y|&3A=}cqxeW4)EZ_|oXF?!HH>RViJkI#D}`a`_L@fnsRe#Gq>vE4;B z0`!CGUmk3DYVl6>bjcrLdg2hndw0QqW3ZQyzcIAO`vO!S@{@6Ym&1Ak^G{a(mhwr$ zV6S){!Ei148^Y{0`F~t}%aIbv@gQH+2f`5V|H0h9t@{-5{*a95eR$;m`i~N| z?iVk?{aB2r3?Cre#A^LW#H zSpOrx<9GJ0fBAJY&o4J9x!OkgE#UED!}+0?rp5P%d<5-vL;chj(mO@_QAl5cis6XC zXCA`)bU2@cUGn>UJvM=V!1$PO^jB7ksx|N*^&{a}(^=uNcRc=VZ230Zap`jKSJ?k1 z*@!ibJA2E~eRRPlqa}H@yE^mnHZAH~Um4d2@)h(Cg!%e{Fw7V2bJJz-l>NO#_uX*5 ziTWM4FYluZ{UN=HA>S&bW_JG9O?3<}mPs@F%r-!p2AZJYtLNs`w4<4sf1? z?YGREv98#vpZX%1M`C?qIGyef69#?5`veRd6a9oCKS6&(nEQLe>LE0rEn)G~rN$iO z`xRS__S%j0YzO(^{I+`ax+|-u4DA?`HdGzka17Q%IG^nYz6`y& z#}4L$^WR}})AYKnGkiaR{M)fkenh6V8T5zr?}%4lZkMA6^2PF7s&JR-H2g6)E{C_|L*s*RV_jiROvlML6WD|NYhp$sE_<5 z4DutK*V)Kx_z1oqk%X9^FC6=eb?D4M(?0(B0^NdfAJPpBL zpndKcQJZ&cb9a#Uc`<(ogTD3q8^d}C^D$PRzPAw&hV?6szvsh&JhP#pKo9!&|70!7 zeN6p${A8Hk3lZ$?RI}lu)LW1b%46@gHYna%e<_9bpjFqNGN>t`(Am#p3^ zx#_if7Ws>P8M{xF>Z^l%sk}gK_u&wKc;5%<+gEPxqBwFd?Emx&K#Vf!QTPm~u2Ed>2Vc@XCQoiNx3`uii>HCk-qJ>Y$J zs-JrARnW3EaK3``J%SkY5BKAbG*^v!H^>zHyRlfFgn2wY+V8@%P)~hXZKCIB>`B4y z$D;So(VmXxPca_)R`mWm(tAwlz_Ph2itt_xj(2Rp!0Bg`o^pS1%zw~Ffpjv|M|m8J z+*4R#wS~7&QJrz`n%q9V9!}XK&^1d40RM>cC(O@}QubLcDwlZ0*Ow_L{nf7LKj!!K zQ=WKj+3j-=>=E<%w`Ium_y~$wkSl=UN^DdE$Ie zCOz>z@2||>4-pWC^(U3L>5eJinalT|(lpkDRaKq<`mw*XgY8SEr%wa^;(GLy1qEk(k1OWPzX|@-Ol%Jf&m?*Y!+HMB@1GY4>lx(7nNRr{%gipo{u9ps?4UUf`%g>)d7^!u-DWW<(a;e1i}rB#()@@u z={MoL0p)%6dclCSb^qJ%JSX$5XUc;Xum_aKx!LQT@=TUO{KfIlo&Mxz9p?k@8R7lG zb9qavSpP!7#=!qFUqL)VdM-Q-@6a~?F4vz6-}47+PS^(e zgY(JgG5ov6u8rJ3W|+H&>e=bbl@b34gS{iaGdvDjTi1!+*G7D?i!ep&S~lcIINys# zQ(T{?7rac@%v)oU9*oBv$=o2 z_$n%ET82Hy(@v}(gdzXK`DMDEaoVFU1NMUBXZqSWPrG*&^dIRX%;Rb1Zh5EZSzkc@ zSe~WfnvnJ4Fs#o}-dR1flqZ$I{b^Q?80?GcC;Pgc_38}zhx(IsTPsm2;0b&`f$|{C z_uI02efvGDJsS2S(Eb_jL-8hi#iY)`5qE(;?4Pjmahe}tZhwS9o)|x}58Sy}VV%U~ zd#NZfy5`JAzTa`#N!?mLqBr!9@#ymS3u7V$AAp~@pG{cNkH)+FO>#q7;Yj%YYL}Sb zSLEic|7M%O{lS${6DOB_SPArCyd(_!2grX`9!c{d4Cm`8uPc7{bmi_O06m1?X&Xg< z9|`iteBcUV$Y)RjaxN0}PF5-;n{{~TCuWtEfGFSf$Uq4(; z@_(gtwjYd7{e-#xT_3+N;*)$-L-f?W*LfG%a@pJVfrNa;O=jTdHl^k(xY=to)O3s^)J8e&`B6|}z58oG0=K7vn#vNNYrlX$NY8E0h3SuXcIN8=!hAhY zD8Kgm&3-39zUU7KgM2Yw5{COMXwM8!B7I<(-G3wu^yB!23d!g8eTxA4{=pz`oL}LX zg3!z_Tj0Ey$|t;a2);9puZIc|bAA;DHg~)8qc_AGY=6gf?C`z0{Qu|#cl;chdhUG0 z@AutVW_&+0W*@|R)R#LOzgRuWu7~$OalAVxdX`O0Q-pjG@!g5DkG`BF2k{p5@$STQ zyRW&%;J0nPX*OF1jspLJ z@-F)C+=BTjvanu7e^~TkoW06bXE=|*_Vhn@srhmL;N5N z@d@pNFuX5@`cgdd-GOJY=xT#MBOe~$YHC7W{Ygm{Sd zAF=H=rUSg^gz<#1+FbH4gn2%7|MHJM(@h(=|0m4-)%}X>=tVxKK;I0+@?!WH$%ioL zC*~Inv;F?korCVTjy?nTm2rNh4?I#_7X?E+L3=IhCb=Un(+2bbU;dqa{ zwx%SNKV|Px3Lg0w-s*b)xeEQ?py1KsJ&{e3qhUOx_tDRW;_#`W|N9}_e8A~d692zO zLHVA=DtkX}fcc|75{7t+^p`($8gi{_GPK9?$ByM+H`%nq`U&Urq^_yHWupzJ_o-Ci z`Qs%UVEu^x;+dDHnq#grPs||Jh~txV~DV`-*5k&z{*9 zbUM`s^p(ng3@@}PFIUT>^QdQt;eHMBi(z`tU+{e3yT~=KlHtBI%9k+cFX{`!?0&-Y ziQS4IBFG*RzBn{v&@0^YiJ7 zPJ4G~-4%Tgh3zW_tVqvsO$Psi<5esjJ*{fodC5eE4@xg+%D)EmVEq@rqzxaT1@DG4gaH`_QGHbMNy@fc?OtXzL2x%0!l zKo9c2a`y}SYMs-dA2{Ai%ebF{ap6Ee%Il?fx$1#UL-~Ezm+cWBYMR$@{d|=))h|$9 z^xi%CQ^Mds&^}%r-(%iz!vgNFp+3FJm}>NP&nF(=U){9nP<-78&ew51uO9X(n$t8J z{OP}#-KThMmtXax-&&rZS7l65n`EI6{sQ^;#<%^$&B1Tr|C;{6;BRm~Z~Rs}=5=_% z^Zz%~C7Sd-mDIk``6ywfJ;ZOqz%TUQgh4*Y-?t;@70fd+hxs7AZ$n+=F71_v^BB~} zw^!41#xxkhdgot!f#`et{Nl;iS`(l@q?a(?ZzatA_1mU{q0)nzxO}Q*N9xUZp~>DW z6jZC;%?;Bt;O9?-Vf}#g5(axgepGMN$m)M8T#BuKYX-U}G`9BueM5R{9=Q%KzVQ(J z0p7T2FCc$Fc`?lPFWa`49$w;`KL%{HXum80;VSd#S#ZFZp}I{CtOD_8ti9pMBrN+HYg@BR!xmC{HR^ zVE&r*$Ij1K`wry)J_O7de=emH>}NZQ=_Rbd-p}~3u-oEi4))w1eaK(jZ?$d~?0=xY z`8Y6I-?H;#p3f47_lD5Fel#ERb=srezz^i#$C-=w1mExj{-Hj78tUDDjo}%XKgO?5 z_UZa6U7e&}Q2(EN9x7C-tO5I{`d7LtnVv5NeaH3ar@J+Qm9Mp+Ka}5R`7fP1JWYoE zFVqjh{C?_Zos;9OJQhQHlm}rRk3MfvZ?PU92mQH=`9T=`ht)s0g1$##<^R$BTEehi z!T8HCyMM?qyMM&mZ=?CK@^k+WGx>e~s5Gi;niuR(puhaGws*zulQUp_NjT};+^%cq zgS{gEzf@?SIx%kok9S|b&N*}6Yyq5iB0s+t&mWTV=Dl1i+27X&w}tEGj%5GOE@wbFiig!D5@A0D-f~!m$5@^7ye(alPF- z6WHIO@}d zx$OejAL`4mqZ4yi^u8j??zcA?USB_B_GXwr_SfXxw=%f90lYVY{Sk)#aQ;n|cCD|j z#6tYX{uyTXhnlTl8=ZL62Kg$EM;PRV@uN9(_R`^~`b@mtQ1R+sUPdMgHk|HSbaX6Hw( zVNPe_e_Qf=lQ7?JZ9Q#y(nUKQ;?GdAy)b-__(2%fhp0bq)Zxv6)!NFMlw{P=zH+;!7o)x7`Th4KkW`&*$us$WvI(|FbqXm2VW z?>Az;-}t-k=tw_Eh{xxc z_U9P}`HJZmN~&2`2WY;4d{9h}P;$6iNoMS2z+!t6O5RSqu9Lj;fB3mz=i=h=z;7&< zQmu-Z*LjnICh|u}nE4N(RQ4;?x*x`%A7Xzhlxo|)R^7djop&<~>r3oUdVZOD$J}W! zpHU)y2noagli>WMH=TadcZM(I8&rRvLQP=@(R;08`3R*ELw`6PVRqgsl)j?4!Nk}L z_+x?nKQ#aFbezcl;{2r%E71SL31#jnw)eWD3jPZDMVRe}2xUG^y|PL27R(pvk@;0p zx#`SZkS~redu5f{h-dO3e|zzGgyB3(>|cb0AwR(JWeaB6S_!?t-x0oDHqot@8q5#J zm#r#p9ICsKy{90Q>o2#-Y2ieWhd7@R%7w*A7QQNj_sEbQx#b~F{gpODzJmH7x1skL zorcjszt|rL8Fpp$pUAY>4_*T6e{3&5P&W1Kp53q?%5eL6OLx)#D-iZlKA+aM9=<;~ zC7z!=V)i|kP=3mZGcTRb$kY3u41+%s+dIQR56(}1k&A8Cg#gIs2tTskwl^?ExsT+0 z>>n}6E9h?w{GaeQ27NL68-qQG*C#@GY|r+?8HV_X{GoD)7s!8xDgWU0gNQzb&K@=^ z#|Xf`V||5TtEJ?#zd(MKC?20M%y;tN81zG&4+vQ~y|>S?2j&9|%lc!yW|+PI!7%U( z?L#5Z@jBI;FAvLN81{!^&v|4qgIR!Erbk1`DM`KLa}2j$7?*OLAy2DW}Q>3>C~L2|5^KMWt1*!~Yb zN%CanZ}EF9Az@fwi}QbmVLb7AkYSL&IN#xT-oKcAuf)nBzMy_9&TZXSwjd7jdvW|1 zDkjbSDd)AA-6s_)W?tI&{ZNH$Z&v@~t4BM|h~A^Y`6@YlO3W>AgyabIODVc$V}?~% z7LSBVWhxEY+eN2?IG(bB*Yl&H1>Bz~`%Q8X4Cuw~qY9N5e%*K1cOJCI{*+7l3@@D| zgnS(BU%BFkb>}(v!M~zDs00Rkct)i{yu$hn)A@psFv}N&DqFQ*U+6Rs#z%c-nDPsu zN}8MV6un5Yj39ef)j!^PQDHatm#P+%ohBPSVfTlHsv&hVe%^}) z|AzBbU1q75QZpU=BkGGlmK$N#@kNEr50uz$j^zkvOzd#%+suiU}@??aNf`V!_TS-GeaRd18SH&xp+=u(>qQr(fxk#UVTd+|g6z;DzS&Dcnpg#Fc^UuZ9c;s0BxK9y6xEY!Ss*fqb%1_BwlmG6B81hB* zU!8pRUP{sG&-JNO!srWbnY-D3gRoPELPP4VWRQnAKNoho)8}xXFUQz^Bg5R@I**;3 zXn1pxdZZ-!ONM7iREqr(VeoGw{>IQB(nIBtpWu85v;B8r=i^7x8UpS^JVt(WF7K#c zI$ROXOHiJK;r(iqf0v$PZ@r272>ikNT|&M(-F9CH>uKztFxNk=$XesGCAzYeRA1{( z+zo%X!N4!9PZ;zI`_uX(JXidu8v4WWyY{}SKi2pb=p&Bb)!#%dQ|c1i9}sq(zxesy zoAvB`McDPyrF|!rCh`2P>*LH@F6!rbK1G<@SJ&tF#`iqa4*rSyZ%=I5Be4VS+ltrY z!mfxxACaDJlZun76U;!qUBvt*4D!PGLm1YZXm5le9^iZ#7BcJ?SA989N4^V<-)*J4 z>XywbV0^6Ky~BmX`IBCPz7p5!jx|CySqKe7PE zM|!k_qC2j9BB^dg_NHC`6qH zBHgDE>bfbLCAhue`L&+b!LnWrU)X++P*2C&-lMh+_<`}T*M`iyN#T;9&%MR;^x9+g z;K<^e+<)~d+SIioM*;YShyGvRVZEo1eVD2lmFw@xsvQ(7!R}KE^>*|Kyo?zJ$U4 z&i#$m+9Zl7FwBSg!*Y-p&fjRu@S=ULBX~R` z%{K2j`Kf|AayRasH+`xr>vOeStriFA#?Kf%%_l?p-yh*+yU=qs971 z82ksub5>6O4Dd(j{0zb&SZ;Yf*#e`CnU`}~bzy@~WtefIxdtUn(AsGR#3 z!tDDzVSi=q9bM0jg!QU;zm;LwufhJQ9KKIR`Uyimi}GOY>3*BAzssL9uUz86|Dk^M zzp%VkwZnOZTGpO$D{D`f<#YYtEQ zVqix5l~oo)d44+ZcfY*~qi)MQCw($cmd}`0f1kZaBs9PF$t=e}bl+jMSU!Z|{Z6C5 zF^q5cH-_(1kshkg^MOIKS1lDU{ZZ5*{UHqPaXuEKwWIPg{b4-hk45mOmq&M%!uL*? z&sqGp$vsBw8(j#UAJ8u{0+u; zOO2CT@1FPu`4RdD%P~#U#~THkBdl95(uz_-Vlgxd%&xQRD_WaMtw`vyf2mK3S zp1%%WVG-kSZHC%hlGot#6YhDbZioJG{2}I>ZKpl(hkO?O(GZtAhtns!z7sGlT<;CjjlfNVk z>*;^`hxfyfUMh$E0>bMXzC>i5fc(G`$3qPJFTMZ9;4jgi45j-2QM@G#_x;fS4jb<+ zz0|u8*fZ+)u$|+t%{1Bp>mk$+o5<`qKT`w9S1?}NJWZ-e^%}wbkFBJMalytb>^`z^ z_^|D#+&}U6ycuTq!G$B9O^A+~dK~Nx=R2~4i7>f;3G62?5z}v{a&>uPeGI$rD75Ql zesJUX3osv~hv9vs4-C`!8mkZU!}(A-@CW&47piajTD>d8L)0(3W#9ULKhX^Kfcc5t z!64Jgd#{1LV*61Nx7&v~3&>>8^yTDbnXxAWhL6(T14-`BEJdC&Z72&xxchm zuvN&HYzKWqeYSU*dh1bH4Ce=7$S;sTgn2x%zj`q5_xi`MenNRTC{!-#;4v34)^`}0 zUahY*0Q3|2<>1-!e!`d`Kp(~nhm{2$2QE$I`tA^GAGh}25W5>$ zvL)9t7D7IZ?HwJ*O;de12-Xugo})|no~ItCxP3Xg{IS@3DoVDP{DtF#Pbw299D@7{ z`R`aI=W$pe6)>)+9Gk8?%cN<;c=}@b69#{V{2>hULH>^({!QPkO7wmy(lh$V_$7IM z%OGFC`c6is7LNwq1b>3^b22W{Y*w2E-&5oGPF|kLR!-rtK1BMRCVkkJo<3CWC#ydt zGs$_aG>nJqJ14|IANJ?0d{vOK&XMm2J5T+dR9XH3?$cp^&VIdXI<|Q8{cPvUtGp8I zuYv!<@tvP84slbiA$ff_(!boA~pWV)h*lj{9P;!HC`mlhx;VR zUzh01^FHj0g6~!T!JxnBA6-&5T{P2AlepVA>#QE zhWr5IBVq6#m~XOjb{^x}ElNHu|2*&qBEnZ9wT2`Wf;}O2Q;k(vJzg8?<9LK&zY6E;_HLm` z)%6&5-Y1-}EoFknuqPlN6Y=~eG-kWK^GKE4DV6mPo+63yiOL~=M)|V(fu#Qov-1YR zkpCfl4AcAFLXR7l+{^=>DS44Td3?2Kx%(?d_JG7n@%V&cK6C%Zvipf%Du?|x-0x?& z;{Rc~KPIGdm@nEZtG|up!OGcwKf}BKrH|V`YtQx%Sbh4x2BD|DMv>bP(f`L_{_eRn zY=@S97cOtl-0Pd}u8RWy)lED<&-SMqe|8kzzsLF$dzAN-+IXD%7s9}Qw7-c)n?nw) z?Fsoi)z3KSWH|p8d_Rc%o|u_3IHGoGRr8bt|t{wyVppBSb!VsT&|BazN@|V?T{);e=UtXtH-G0$+ z1n>v#+pDy@opd(^m_O1#X;Alm11~+}{$-NS?6$D!9tu0iAA2i|NPH=M1m=VG=RL_* zZGiS<@K56VhC+s!{dmVtx*2SGg|A<{8}`~1n$M8lPyF-#Ve)n5#MgX%;Qd?EH7xxF zjF0p8*)_trUrIH!$NBkO>>1lQtyJa+#Y>;>%ldD-=fwF%80;PSKY4km+`3(tfq!_O zMi|bAa6Qe+?^3)X4D!M8S$P7UFpPf0^bJc!@ zG^+3WYENair@tZpLVBi{FCViu-UrSX2)q0j`M$=G%VP>+IN!zorqsr#%`5iicLNoVynv*#L%Yw#!}=cA4-A(PKN+U?t%QVu-#8w_o&FzY{xqQN z$o09(%OGFCcpkVw&(&kO==%iJpTJf7&t?tW$Mt1~&r21*k)rn>kiHqu-d$EV2mpIQ ze@Pg|M}Nq0Cz|g}7x&$AXI{bj5cOx~f3YTmB(*_a$iJDFO@fzM>cV?zs4p`MJC3PS z7rh6C^O@OxZtH-QHL#vQJWF%b<Lofv$PD45#ufb>a&UJ=-f%>1Bb}4qA7vEo*wb`%B#HE|TpCP?Lqkc_nxmgbOjq(dR{8n-D zCp&)sBaoX11X`Jd|x_JiwoLw81-qsOTQa&UqtW!627={rDXIr zvJ00yEV}QF;|aQ+kuo~@3I0zJ>kF)mCQQ6%3ioMnegdza^IelJL3}{@2vW{FXe`|i z`7*Uf%;N!-bN?@BSg5-{F$VaD`8Hw5FEG9{%+7}dpT>XpsJYDJg;4AANLz0$u1|zv zJk*~BavE}>##ewo!e+Z#ZtF(Dey_P$UJDRIyhC~kL%g8+jypy zKI7##D?1O!zmY!+3P=6kygLv43&z_8B@bmbIP?JfL49F3nEV05zGSZ<6J_czMUDq~ zpno6?{6hLzIkTq_AD{m+1}1|&P!BG0tZIy~PGbCo&LZMGTM2bEuyQ;jYZ z^@sWyh8XfKUIzIfzr!b4 zmB#o~bNeOC&jZ3^&P_jLz6$tF_0#XvFB=dF`;n-x;b*V34GCB#mq+|(n8oV|{V1gb zV}IU%gi(2Fa`FGxGZBLy1(|Cb!1@IHi}3Rto$LA%^l`aZp9q70#Q88hk@&;vvwW9f zW?zJX-$;MNmTgj-4_pHKAbd5)rSx1b*eCKkB0uWq>It90zZ>HCgeTJZ5|zV#E#@zT z!5{sDK|VAeYR~TbP<>br;rNkCHisKuPXu}3_={vR_S>o_1AhqzuemLAI)k6zExPo4 zNJCr+oPS~bTRhFqVt&+WSpQ*sT0C!q@Z|srSid=m=_d^FF#m51>;34zG1!OKKe&SO zE7sp`3B7;HJ;=YX{c#rd;@_qPzk&xBDOZOuQLw+#e@A@#mzW-o) z|BJPU{15ek+JpZ_c`rV(ZF-9LA^5*@v}eL#@2KAlv->a%v;BF(d_57Re6;r9j_Yt= z2>XxnoBgb8|7X}Q!uS!jBi5sjQh)GIsE<+iBEvo}a|C`<{nEKh3XApOy%iik3NhF# z>faJcUkCa92jOcXjJHe1>22_yD0)8{`&%;MkgrnW7#I)t7nV$I34Q*+70&An#r$D7 zmFQWrR?4P4ytjm>BJLj(mfR`%8S7&?@LT*nfso39-+2F&wNIgVMi~4j=I^XN{htJH zKZ(&xe!yWDc&#?(_LJRe-{tD51iF&6Gap#2i&@pXA%_sr+P zOTiwIzsu*#-0%8Y6Yf*tc*_^wm?&j)80JgkA(o=|mxNRf@e=iY`6^?h$`dc(zAeg^ zFz5s7$MS@Dne}srb9pa+UKzV9do=e)D~v~$RgW*^`!_2BDZZYya>YYch5MmiZzXvTUyd@CWk+hUx$8 zf(XO;63)l)M}`O7I^i$9489*h?UNgW99F0Bc)XS{%hwrZ_oLS)b?LNWixS)iLwON~ z=aIg3-DRJ|r_BI=f%LEI+xyC@lwXjaV}HW%z5?=(F#A4K(7M++FrU+Z(uFkMpmesC%ON zr>K67^&Y~Y|Jc4EP4SJokw4_C1I6mdyL5qci`ga1H#kA8DL`bL}sV3dFK@27RQ2CasC3ZLIJ zI5N9qsuAp0kp4~M-N%>vC&T^&>E9I9O=80LNU%Tjr-WhuK+o?Tu%Wf6mgl>hG745K zE%D*!0Wm}N7pZ=K4)kJvN*L;EIDU-heZSP*fnc9VFT*UqjG4Spbzjo~I6vwmmKR~r zf4pDL@B-o&!_0mdX8Ci>(pvrD=Z1j4#`O?}{U6bD#7$ks?Jd+#kzX;FJ(f0HOn~*G zyke!*I#>nS@%>4x)&MyxRcrVj1@@11`(&$PF_HVf*r{imjB3`wejDW(8?4u;4{>I5Tm5mGwgZfxc@%jmKdyhL)KK+wig4_~%KJH>ne(tF~ zN?C-rEYutPZ1Q$kAI?XZ-~VBl-Nz-&{pXgQSE@~i7D4<)`NV6gD^E6A#pjPt8rXH= zyG4*M;QHggDuje@tp$6)e1|am9!wBnzJE%XG5pcIMf<^@ApZ$-{wB;_?sYIO7vdx8 zcS6KljfvAO+4sDH65^siAN=xK`67G1eCYHtjTJl|C$!ipv^lU&n z!Y^OFuhp0W@fpWYB+TB|VVLDViGOAqe5kKh{X_b&HTYWmzJW7fJhX?cE0#=O)b*ok z4vn`p*1AWpPvx*)96u?#o2SJ=(f8&Ef2#eE(Kj9ZHR{*4{!gPPFB-$+{k9CNfmba$ zaQjGhxmHl6k<05T$!)_a5WlIt_IL2r=qjFnq)J_o^ej^3_3+ew z?k`L(bq4*!`BUHT%Q_(WP+EiZY1e>pVaK(1bA8+uo-nJ+>wK=yyN#*pUU z_1!IW)ie)~57M)H(77LR^Z&s8*!Gy+&!u*-SM)EtWAd(MI=uz`MEZCCmAPV}xfs@m z{yt4EW3}I!MZgc#hcu%iJ}mw87wAWN z_wRpw$|9#uiq-%27pVAt4zUJ*hW2@&ho*{^vz@d$^*<06vmwK>6!P(Wu|6|=AKy<5 zA`JPy;lJ&$zsLN8^>1e5?>LccU*gL1j|2Pr%Imm|gnS$2OBm#X{63J`J+h$NOjtjz zhcK@{9@I;{-Zn)B_=(RG=HnBF@o@bI<9vTU)V&P;5amIbpWhIM{Rz%@@X{$+`?^%P zKaBkk9kX7vbBZCiFNRq@b67Gv$NrH5jF0>8!+~RaMC1wieZ_RGm6kQ~>pEy29%qe2)zE z?TA^w@oA3XP`^X^kJzRkyC0_q`h@&BGH>hd^V8LM{p!g4Cr5_9D3Wia{PM_xaD~3E zpJZ6Q^hj}o{*KF6xxOBGB(bJqix1?7C?AH|dEAkgo@(}0JNSL7%&CP3ml~{+XYnI5 z_|wqo%|pQck)N3>7X=H_?g9N6k262~8Xg>V4)#Bo?;h>2LvDS|2RU<^@2Glb=`UTD zfxhB;2m^h{zoV7zRsoA;A>YG%?wHCmEAt;?ARZwkUaqCa_>jpgSp z4Ab|nf{vAMPRwcjB>jl?SI2&7+0Nd&AI9?+>-(`kAu%VOmxDZUJz3p44)~-$7W_NT zPZ;u9J~fG$Xb$&>s2wrSZ?gQ)EO39N0_#EgvjTT5-}+<_*fXv_D|tZa zx2X;gPtiYQRjeE^`)Ggg2YzDu2t&OEpFh5%<*Y|&EBG6n?|AmBd553>?|o5*S$;|w z#zX!dfBVu|ZR04Y7h(K4(cSK>M${0<-*EgB2AeC-UWx>JMgK(@){ss0AYxS$Pd=e_Ir8zyIG$yS*cV{`kZ&}%kaUSt^+?%UMDS+dK>kPO`{V|t2NSiT`F+rQ^W$ra<{X3jmdKy{UNdv-6Lvzrf%=x8@GZED z>tU|n`A4M}_>F9Z{SCEWA2z8@{R=;z$^VtL|HzN=kSrkmr?m}VeZCU|`)`!T>D5Vc zqjN>~H;`V!JpVggl-NBZO;jJE{;#*3u^jdW@;k(5)EeH%>*zqfhU1_4vSY)83V*Oy zgah&F72be?xr) z^Ph7L&9-+IujTje&uyuG+BUr}oQI-5o~!s2_Q7i{tOw~k_qSDTq<$gz8>GLW)5noo zpKeIg{}luk7~V-~>$Bm=3*Mj)xSuBs>xjh#;ov)A|-llMv_+RKU=l+;orTl%=!qAT4yIXv?KQ9bx zy_D}D2N?Zl;p1d~bNK~8AM)?K)bME+Q%~^o@$*^_u2cu7|F1oA)%{iGUfjOUAG|SZ zU-$jsZ;(HPRp|Q$LFd0dc=vUp3#aFT&j_33st^3UlVRpB2!nsZ@d)$twF`@zZCpBw zzSoKJBrK=HaP+$~j(BSq{?LDs zn7@SKyutQg49_F|CG(4i-f@fueMb5T!}@VP!XO{CPu6~r?1Mee>W{2{G8_Ne*NU%~ zME8x+UP}? zL`Lu|`2GN{r>u*1e;xC3r8b7=rP<#8`3CYG9KY;-Y*3G5E5ZH^#PTeAknJ<&z3BaU zr1xgW0Xsf@z6tRW``_%NF5_~r6zmDdzj^<{FBe4#pwC47JYkRz?w<+s^N*V!EL3Ob zWpjDl{N2AbD$fMyL477H=|=o3w>-XURB$@*3-@n?dAueJ^(~~Y{LSd)hawz!yuB6m zAg8loB)^|jp(He!-P#A@71CcZ*zvVj;VH>4$81Uj+5zPQ7NI z3o}Ij=Z*B=?fT|bw}!2}-bNVsi~2|y{3YrGVSYcJFz7SNk1+6y@UW_K+udg1U(ny( zMXY2%>t~qRGs8^&gdrbC{@tDL{?R1Qk?-g4u25VX<^Ph`j~Hh0gD~g^J-@T6ZA1PX zsAtgn-^`kswA4i973t4i#8Cf4`4j#hf3O|$v3Adc|3m)XZS9okT|O1okMrG&?c2Cz z|4z_9!YOsv1k4`^7u`d^Ru$Ut&H~xez5%MnAcM( zFaNx>Znq@t7f`<{FaQ3ny#BkgfcihM+WmBvUMuJm>N8=`Khzh(Kp(F6!N37Vp;M&6 zo>3nj4SZzN5?Tc7#r8)FD_+}WFN1uC@R~E}!moQFKXw$``y;~i{}n-xwp=#*yL150 z*B|#;=`gwS8P8`P=dL<<@`>pGYsLRh9mMc4svi>O{)e?MAbzrTRvpcslTZkeGhLe1At6z88YeKS}uHS9aRb|%vAJ1H~@_XzU4(lPDym|e%Z!7qHo9Fw&DmNs&hx{7X`(onnEs2#1Qq__T zVtFu}B$3k&@1pPXP&>>wyIs3Bo&Qlgk&Wj=`6t7bbpL=b_;bt$86H9Q#rm^) zK5J+Gy-#-|xIwr}o0*c{Idpw7(bIuUt1RZ~}cmdA+Ea zl07%ElH32w8O!_Cl=p`J_rZLH;UKclS6!^amu)Kn`Q!7i3S%x7ulV2j>uZHJi7)o* zTt2VW@7?+7Hy88)-)A7q^@p{y{lx19d)p)@iq3?J zWP4q@d;bpb3;jP~SReZ18comCfjReiy|iXtbkP~Q=j-+!uE z7Ia^DY8mVg(0*&y^)xoRn*jQX{I0o_GH7bobohP>o_D-8ZkgF|P;{RP>3JJu_-Tco z9M~J$Z>@|*ujLijL0`v-^_4KhAJm6h^Vt3omTs^<>c9To;iS%E!9P(uV$ctyr#8bP zWb@AnaQ_T-HuJ4^=s_EQk z$&insyxxto_X!k={?Dn0n0~@QFXnfwoz>Icjdyi7)!Gg8qW%!(_x0Z`p7~?YqZR!7 z7Vq}fXP(j#y{|&^71=HvbLJ1!8&O~1A%^qbb{PB#^1Dvz$ByIYFTs3Be_ij}zh4g9 z^*=o7bbrbB86Y1VzivU>&J!-8_kYo!)}69%thg`0?Sy>e?c00qpm1|3etgPtd+U zoGbKqD2o7jV?6&*Gi0l3{ytK3G_p87gxU8^gX(85TyXZr zONbY!FZFXrgf$tL!TQi1>KFU?ou7ORo=5qAeDywlc*hX<{wuEk(--;2@|6+%e5XM} z@bTNhQDC1aZ^FEu$S{j{472?UVVDp3-!L-RIMqc||HShY!jK;!KNx29CBi&kYS?)9 zrMXLutR(qE!ayI&hcNU}Vr%I~i?DRiuI4uJYM@}Dr+1M-vMN*cc@sllr}(1iQ9ru3O-=6t&a=MTu=rc8sFK|4hE@j#A=l{IRa=5KR50D4W|M`N}#Z}H%;5-5Iv(HUS=6;_2 z67mb==jX4p%F04T`xC@pWKJ3cb&lrs0m868od1i%hsxN2i+O(aCFtbVpC29I{s-zG zVX$x1hcBD=DmVr`2Y-e9{BrbUxLuwOv?INQAwJOj=UN?xYnOI>$M8L;v~D5I@Vx-+ z|5ay0*sv|G{CxYX_nK#WzU2XZ`25$S9%^gUMDOq5eGS4;FF^Yu4DkW$Nrd5h^Jve6 zL4LR%_B@MU3@0;s%A0Es44VY!lStn;o%zWJDsuVvW4?_mG0_;&3;Ze4_bue1OaFZu zpubojY3}HHeRAYq&|lFmZh?oYn^ z#x7a$%@h0^((^t1X~jdxM!ls5i~TQQxZgPMUo4d*Y4$IcPLV|YqyFH3O53$}kvQ}( zhV}RR7sL1A`~HhNR7)8Di$Py7f2Z*wUZQ*$y<^E=Fr3jI!+sm}nc5{4+pib=Y5VoF z`;~0Ga*_vODfYhP_t&?^b;|pp+D7`?68!wl(%dS(pZQ_1D`3TYKX`uz{S9HT7xW)L z^4}*8zPSYChxYg5{-lJt5w%M6e<(pe6-LIb%4&u2@cEz08`nNtd5O|G4EBlk^lNxWxhe}A7$5cZSBPYR(PSy8Z{vKwmYkLD6nmJT$Nl zeJ2d(4R{}eVfMX4!muAj{;_tpU;o`LC^k7VgrB$k4w&lpZTn)L&;3r06kb>~h@amQ zR%s=E|IUnFmspVu_KNHIU3gw9#4#7%UucKHKF}Uo)q;J@>kk0N_SWSg2PdBN1KK$vi`1p&kTF?h;vA+MYGCgv;tLXnLk>7;DpQHQxFIp z+Pk_Z;(;FV^9(cpDUi7JB&+Fj9ptCt`2><3e1i8Hb(HOm`YDi{_T}%N)v~ak7t2E+ z8Jbx6z1|r1uQ)!#*$khakzQKbOXe2pr$CbMJ!+R)w5ZK5??0eNtiJ-nEWQe);-r5W zCDpl+cG_eI)a7QY14 z&f>j5TF>XnvO&WkUW@k&41>SI`K9fWjT7}9*nJcM!}Ps5j_EvDARU#N?U*0~^#Ph6 zG5a2sK>CpSNY^d>fj+VS5J(?Y?Ozi=8UEiEK7I- z1s#&?uI!L$hW!)DtHYn|&S_=iIei_Q8|A-Ri@w(+_U8hbxk1S{-hX8IzCd=t-~Ew! zw_v}4?Sz5<$WPW@gZj?;Gkathgaric`Tt;3psq^#S{T zG4R9qUkv)#4zv23Kt6R%hkXs(pnin>Vc47GBcG>yWb%Yp%)SH+)A@)%{;KR=jTf&# zUr~PZn+7u7|FiT7yVb~um_!onJ#r3gvx*soK&og^q z?R5WEpfErFN|yajpjT|a0)>s`$De=b1NzV&(|vM*Li}^N8MU*)|6#kLb^YOG_eJ{y zq?a(u7X*rDB9E=;Gm_iC(qQ(%VwQrsXojw=O?wp_-IcmC)B@A z2v>l7SG+$HsH!<-Z&H;|?m_maI(_K;ef_3GyEr}yR5xCjsPIf=pJ-32Td&Ev51OTV zhSuN7A@_yHf9mn=(f=-q1qzunD%E;6FogR4Z)0pnf;+de+^9ex{ z?Nr(My`a;l-bHhEUx4-EcxqY)*G*Ty591@h)yAt2m;5~y#;5jx!oZ}`Cg#rtY7gFh zRtOml_aD$cJKLFDyCY18_rt~USU?!+tGFJ9rD%M@?EftUombVHx6O$Gd5Yr)!(boc zc*XHC(ht_3_P4AZ^dIR_U$Er$0_hV#56(|m;vUVFTim!1=lu>E zHQDUu4*D;S{|vMJ7{eWQ692WQNyhoF6rJ}Y|FlnAU$(q|9Q4UZOfO-m$6@><4EOVB z{(?)1{r7Hx^@!^Q0&T>werm5-^Zn(bC2*dI`l5}P{Xc+!;Q-<%VaSirUUl^KYc@!H zQlS5v5)cM|g5whg`BMK$YZngN-V9iLUr?Zf7~(n3uQThVT~xgd><6j;xqQPn>+gVm zA^kdtS-vkI4D|){0|2gv)xJT|5gRMgjxLW+Hp>CpO01$zi|AnUV}R8=w9x??3Xa; z59)Wpi0H`-%&OaFD}-?_1R zihwZqL!6&s#=q{4d(yq;c7gfPUv}TyHO)Tk0Ob4PdZU0ajNh&u^a=Sx?cClNrt@+3 zJoq29H$B-dCZUJNga33D>nCC0H_A_Mr2ONs+(5`zQQm~XJ~4i=cIJNwLq3D?lrZEI zG~Y(WT9-R@us$E04>9cT4ccM){-{6?+u?ciCxpR1k-vm_KEW{U7X|vW3xhN>?BM^z zF+LH7{0j9=f7!dHkzbr)|K=>7pD@HHv26@~P&rcZSC%(TZVD0I6f0tp9xA;C2 z$4uW0O>~ns4UA^{Pl2K1pOJ;y)jVG{oH5|?s}+Z2jYxkCgSv&R((KRUrD4S3xqi7y zP>(`;H;kS7ZuGD1VDGpd!f>9^4zu?Y1%`JIRUcY>0QOhdZWJKXsbJ1+&QGIrm+xHF z?*sl3^HajGew3%tZ>T?C61|TQC*}uX=#TM=Fz7$>(^%i&zk^MF;BS!s#{GNu^civ& z^abt9IKBGL!{>#-U1~=R?{i_hiOy})#jc%MeP3YW`{71*Rsh(irFeeAV85pSVs_t< z^=IeD9JBanBAB`1cP}5o9=oXSTLk(;IPQY$v8%E?pYMSf><{Pbv2|YKQ(slc_t1YZT*sb2n(%vu zAQsM}kY7FirfCXi<#wR@rohx&XWqvp%YZ(d&vfMe>CgUK3i{JaOt0zaWsP?O4@-9? zeK7SaIg(hs5afscqo?HNZ4n=~0!DixEKBuA0by3p7xe79FVkdkAv;eH^mM#ZRBL+` z@@HI6&lIWZ*Q<|9(RrkxXS&0lDZWR+UXlKuW$PCW2~~ylqkl3}-k%j;B>FxB(r>nD z#==J(=EMC&lmjhW8ced1`0+$NKxydd>akuQzL{1bLx75C(ps z{+h?={%Up)0(x+Mi|}eEbDjUdKj8S5S|JyvoECi_2iq-sgp7PT;yU<0T#scy*S&4C zdO&@W+E1E1neyU2*gx{Omx_zJr-qA?0lr@^Ak5w$V;K00_DAh1^J#vD(}{kD+5U(y zOrvJ}i{b4=GANG78!^w++PPhG4ruvP*3NhFV@|!TkTYA1|>D>_{ z&O^LgBi3gt#E|bB|BE62#`Rj2mhFA0WXAVPRCV=&?xF5es;Lh&52y9lUN*Zj_f%t{| zAPoK%ZqrThjd9-(4W?y!nN?==} z)TWwi2KtKpuzm09@c6|as2|~Yy?b1mezTzn_=oyN82ouV4Et-GkM(Equ=k-erG|E_eYSwgyDP^^KUz~aZkD|xvHE)^V@A4Ul}G)Wc71_{fNJBa$9^s zzGx5j!S`Z@PCdr+5BmsT35|k2?EFGN814(;`s`z*^yAMy1b>e7+aFa_F1xw}{6CFX zoVaY$3d8@6hZy1yuFoDZI}aDwzpJZPS!lrdXWuwy*7Ss8@CPV=!ccF;`TMx8(CBG? zo7G1JeTM1O`bVfh{R!z|nC_dib~sO==Yy=SXqIsxGou~1Z>z!}NV&!GP5zeV(WshIX8fF!&e51Jwpwb^WRa@3-T68J!2`D49>FvuJA*YTI1(tk36upZ1O3G;lCFy!ONPbYcF zSGj7fJU?_YZ{8enH510i^*Ox>+x9|cAjl8<51LSym1!#aem~Mr80>*?-X$CBWGTQ{ z{}|Nb`{c8AF8CA7pBdI9emM)9l@wO5;r_!ptY=jxLwBGT=Oe5ziNsmw+(n1M0i;1I?T<_wt}Vg!2t{Ovrk7CLHvK@WQ=IQtS#L zo)AuTT@ZarpUZ#ni>sfyk6+C08wlXtfH=p&=V1LfKVje}@`tt4_bmi2K5@5B_LG8k z9N%SM;Oqy{jPrIGy9H`0RD^b#|Q`m|4^UYmhLt5(@uc>P`ub42+P#q|4Rx8 z!~S97zwKbJX8&S{A4dOT*xwrdi-Dg8h;IvnlRwUedKB8v(A*C$Gky=_{&(n2J=^Yf z=Rp2QAH#G%M=Jz`(p5SzQ6KtHro9~u$BEEyTIf8 z^yAs@a$)^QpU2b9C3EyV!QWv$gD~hDuAeaEQ#ik;;=oh!@x|UirXh)u5X^7;=F@=rb9c{ZwSNw2G_^hnSb#b^Sbrc;Y^?(&yxtl zegO5?YsdHv^*bsdej~kJIivUZ_3(xH2wzcNnC#S<+m9Dw9uK|l-@CO;!xp~BX(^Tu z!v*a5ui@77wfaH+kNQ4bS^wIWlW~A?{NY1X#+ObJeV-5M8SWeYMB<$+tPinw=fe+= zwyos#Chtw5v)}z}mz3 zVerQo|3+TfC{V0`L-tcQ&6TYuRG*8k723ZoZ`z~5oK7=@Ux zf3&90!;NO=pk9RjV)XLQw|=VRL;VETKYGpT50xQS?0&GoN6EQt@5EjpU)1lh$_pc& zglDt&9Ry?bx92*n8wl$|{Tkc1$@#C=b?{%v55lnjHWTxQFxU@`cegds*?0o12jw%i zIe2lU!X0=&s~uKl`Zo55^c9I$&fMRRZOgH6FdPB)i~2D3&mn2+SM}V#`p*40;@QEy zzzx~?0v z80bO!99Ogdeb>>pAU_(fwTtjzgXsM{e15#TO1AW2Y2Y{7BVoADgZ&Bf^V0DK#TRBq zUx)mFo*&UR`C{`oSTD{$A-hmDZTSGmPaVYTAq?xqdI`h%G(N-h{;Pm6)You)!ccEV zeVS-({CmJ7Wtbo7o9Lxjxn;{bm>=n%nDnZodHZ!(FVZvdoAX{Txz3<3Mq+vh!}IOh zA^#-Y(sPY={Ybb^gZei~`s@f}n;{S%2peQ*D(DmgJxJdq#IQc3Z&LK@zqM+j^D|s8 zVbDL!KUq8df0Tf=v-96czt352RdM3`m&sZ|{?GJ(z<{BNVTcb{zab3#r}3~q$Q%6! zd!F7W5wPcXwI3h&-)=tGpP_&7)0p9tZ(qXC`~3RJu5lZ`3*srxM;P|!_`F|oz~k8Y z#~~i${8JZf+;@J35aJ2uzf<#iU)~(`jO)|XlczP)!bShrh|f=x$v<~7w^4Ej@nc%> zT&>!8N%nrNVA=&~1kQ*zeSk2Ghx#?Ee^$&_ zYc=RkcwfThjBjROANc(2SPR>LxWf>iFdoc4RKDlptrHMmk-u~L?1}zjw2S-KIenW7 z5-)Xz^G%fJT%*1!3WGF3KT&>jtCO=<&7aEiCx+SnZte?}!IRhZ;qhZ$w@+^-Cgs8T zBhoW(YV98RvKFv^q?a(<2WW@EzR(}fi|f{utQG+N1Ka2OjrgYSDB3S!`}`#N_bLXW z_dN->NT(d_q{;oy0+sM(+GU+#Ka2D)m}b27xpxQPC-x`Iz85H1@WnV++uTdhpZYH} zijj@%V+#2@=5Gs)K3b?rtpWYU@fPm?=p8mo0oG?M_J4#Szi!tK@ek=|{powyfr`CIf zBNghg=&yqoZ1Bv!a0>Jh#}5+hwd}D>kMExuruWeWL65GExpqwSf5SMwz-N|jdWtjL z2Nd7O6fi8H{R6}P6n_ZA{sH+(82kzPCxPD-rQ4ykQuKf20zvtw)Ud}wpjS^UAHwkd zEIu#PF^DyIv7g(M&^=kU+AJUH-_(v6;uF#SBU(1Y}b3|MIOwPqpsOPnuczWJfn;T$%gZ34^q}ZcP#{%e~_OLW(yFtr=Q|NPzdHpRCWCyC{)pYZ7w=pwdjApoN2LFK>zeUihMiYL zog(_4DCQRt=M*yUyJi8s^nAbU!%d_TZ2+s{Nkuv>N_;FHQX zTF){yOZU1~PoM|aM;P`axE{h#ugCFOf0j=!ALl#4OZ_3lGaIpeuTYRLe4o1z^cB~$ zVuH5+!fr#jeXclG^4V+Yc%E+)=I2c-PSgVIRrW z|6&-w@?Q++@9i+;dq>)}S4u4Z7lVA!|IvIPPxF7&2*dyLVSSpgq!QT&VaR9Ezq98bw#R%w$ey1<{)J(BUrexa%+!WarLmx|C||<7 zzPa+KLT%~YN_gK3^=akjw~=cc?m<3__PergRSJUePEFr%^|3nz(r~VBGW?2QALp=`b32PAZ`v-(&EXY3A`kH!l>a!8@OPqh* z$zOkuTD*h(C(^s_+e5wCG6kSdh@;xxjf~0E27ciD40j>=*3Yh1`t=~6`NK|v1;Gh_hkg@)1};RjVXooAioJiK1R6E4olAoGLX>Y|n(@zRBKyG1vq86KV(fx&7M?{+ukvxW{_e_~qy$WEDK2R+Hw5Y0!{TBw+BFeP5rODiyr?&gWoTYEsIYvHoXn;2+mF6~wG-Bl)iqt)V8!2`#z;$ORVjG&5zBwzuR)X zdrkS}TA6$Fe7tnjE60dvId(oCAKVx}?O`{d7w3!L=KE8qKOFL1)PIIs+4I!Cgyv7^ zaHYy)S_0hnM|(~1KBG9;<0IG$+GoOlw~{5zg`mIfFwoZyga1VNCU%QDx_hCho`U>N zbm<%Ho)QfC8m>3dGrO*6+9$q$OXoUVz~AEhiMs}^+~8CW^2hp1;+c{wV~2-v zc_hAZ)Vi)VgX_;$mA3)C#woGy{K}J>n@lN=}FQ&w7$}|2F`bppGn#ezy18#8}^UL@1%*YPe1f(g7u>R zNt&_$$LUK$;QkKb%IpVmk{@9Ig8Gw$82pF$eKP@JsNW#}l3GlQO$Cmy9^~(~ISJcr z-mV9F(BE$hUHPb^O$5AujPz_fJTmm=deQevFn(++^>@!-R{`;d+CQ%87hrJ}?muFD z-bR@1kGFlDdQ(}wFXSV*-sFx+^F}Fuf_#Rs<%Xh==cx*hXuZjUjh%8QR>J-r=}GqV zD%o~>FvtVfn>@#8eTi8InK$hD1rklmgFeZz`e}0NcwMD+PTYP8bAO*)6mRTt?+N$6 z$u;W&hYR|Hz2JJb>zsJsq+7-Bw`|v+9kV9k3(Sx7ZnsRDaX`TvvMpTi_TJ6$TUVqh zTM>V^&uy&gXR(~ifBTAtZXYMyhWoupe~MLy8p|Ui_dj4a%!gSWY`~}eG}&S zPin|VkLz~>d3;FC3owX$Gzjj4qkgBh&fWPic&BPB@o(4qJwr#8eF1tge`T2dA4b41 zi$}ZSFWB5Mv;%*H^fAothwnP#b>+ET4Db)-v+I0~;lt)PpwEbR_b42{{EH0im+|@C z=Nq=$$-Rc}hfw?H{cSPF7jk~4X%ruDIw!ghZ!Grzgq7%fLxQxyuG`EJ_5$1ckrCV8Y?ni%jt>=M`CJ#s^$lS1e5_`65x+^A5sOCTTA=RLtG z$97As;QB=v@+tHWd%wg_9C>*X-{0;t?J@1u!GV0gv(K(B^TXIeexG-r-?5Up6OMs> zp?>WP${2NEhp4`V{MaXS{-t>KBYck!?PuT4sdh4zN)X>se*3C+WYrwM!|RLtO_epa z6rP57h|d!SeL{W^27gC5;Y{o}tv!&R;QIDo8&`nIxY%8{~oOJ#@O+)~8)I8@=i$Fpl2*Ox=zFI3JRT?YDz^rz2rHomho66A~d6=ALq>Bns)uBER7 z`jDOsiT&qq8~M(Wm61^;{PDXU?2Vo;sW89W!%uRQl%<$|8Hgd@M}0cd zGi%zfT|ect>G>mls~)~OE_$CApC=6T5+306-n(JCYM3O-{|I8p7ic`E%*fw8%lQ57 zBP*vjO*tn0zwrU;$99bEsBJlQy@vM%7yH;Cya4D0XpFIJgP`*YSl zlk|}=#0T`JY&;W+kF1@(2QSF%aVh$ZehANhGN-hSHmWE9`5`@->px4sDCy1pf977P zjUCK7^YdYbZ;`w+?>ea}=8Wb0m(1U*EreC$xjtq7@wmJ{PYC?~Dqau6yCkyP;UwCx zu=Z+ve^@{m>>u+LhP%-FM}%Sjiu!d_!)As<^8=_qp#2^V?L5jh#fbaIW3wjAx3ty< zf8ZdVpD^S<=>G|Wed2fwGkswFS^Q<~^nF;tvDp0bqOyVD?=hYc27ie5M;N}>j`R`c z_tlQ&G;FTgRR{B9d?O6?DxwG5;XWumPyJc^IdlL-##LQ@4rv*NumK0qr&0Xo1w1x{b>8JzGKc!l=0HOQllVi2m%|QOo;{uz}}M z9yx}ql8onl1O3M5a}M--Y>^@Qem<@@r%2`g<71oQydLF|^XjG9d2@5HXY8M=yT|#I zYdxIrWB=UPzLLXssKfV@s6F}QxS1c8f;}OBauEZ6alH()^XxpW$W!5KhjIUz=M*{M z;->?UAEG`H2K_?+Lm2kgI3L3qWY4U>FUc# z_|7oPhY0igIC&XY?6oAmasQE5xiI)ap%*-l{^X?LxZ9Shi-13k3Zh&8pZK zGZ@xO?T-!(s#KT+@;7F<3W%Qp#Gn_6aFIkR135tfAc$RwM|rC#qA}(tML1l z!*y_;gYwTeI&yRUg)N{zxSss8C5|4O>Uh04|EpfHaI-(y3(ij%{15V*;a()K(^a{y z|IK~?`HqR$U!8t8XR@BfAJCr>|6+JQ8})kaya^cGI4G3(>87xWMDd6UFcZ}S0)VRT>Q{0R96b^iAyx5J9z zCm<|U4IcR)ENd)v|6dIC`OE)ekYCKd81kW2?Qja+XQc6EO(aJB+b-op@5fO)*t5aE z?NC3*{EgA;OXrb{UTs=G;SQV0zF2?uKIC~H@5C!3-vfQfj|co%y2KVXV#z94~m^Ss-IbW5A4ZV%nybG@cTsq!m!^$`4a|xC;I4l=0A%C(m!_k zM1nq0{|B-w@+&S&jG_J)RsTr!NE-qE1nuwQ1oo=s!Ns+IP|Z<;pJ2D`lsrb!egWmKa+ay;uJN z`@2>#KM6xV+3+t0c`f-D13!Y>;cUu3*?1o)|0E3cB-B^J5bx37v-Wumn{7C^FrYv8 zFD1iuGY@uJ4(siK^C9N@3D(Z)jV1GTPMfe*737WlD%p~;C-vGDh!+OZz7_YChK`mgogbwL=i5%d%J ze=WjokGiKO*B`?2!)d&0E6&%O=(s_Cfckaa>cN7rWYPc0qds1@>o{|G@leQTkYCrw zpPwZibrHrNDP9j@&`0%uG30;f->DtyujqeSf3_bX4Ck3NAB`W%a8k?E!kkBtU*dYM z-&meIdBJyHZy*f*3;9EspJ!fw6*9UY^$z5pG(KXGKaN*szIk5%A*uYlt*p1d&#_iO*f4|{<= zAw4$=evPSaI}7@N^xwF*_@VOlz5Ko>VfcO(w%_a&bXF z`ZfP(4`_!H0K|`*ftS?Fjas4Jg!2*R`_Y@5($8=8ui^Wrn;(z%9aK6&b^`I|=6Bbv z2VBd*o^k$iwV>tuvpgUlNB)(&Z5r~x+lrqLm3vMzi5n^Ue;ZtX`Hx?10x2_opYWE# z?wLQDuJQWTt=LAv0Mi6H79VfD&U&gNYXJTR$G_cC`(kBeH!iQ+wwotR@S4i~*KPZ5 z&#wE5zQ2zC>-JLf=B(N;swg<&V=YZStDb}4@||+-}&(0 z_u=}Y`vs^EgdtvF|GOhjCk_5=4fS}`=X>YUcfNmJ!ufHpRco$i`b}QXxgW0B^?IzR zet`ORfAwOmx~V5Y|8aj>IqY`5b=`CDe>h)dLrSiyT5qrijJFSTwbHg)Plot}&p$9p zHx9@=2KtZvAGpcKPFZFT`ZrokKVi718g}=>A4~#%;P?+c7dP(vIRW$;_2pqy zr*E2(&3u3KaOVW6qVIB?ACHQ{e_mQt0rEh7APo9|>t~qV4|;Sr^+rI)_gw!TcfWbW z-ReEqA3jf*?{^+AIdj@-r~v#W%7ZZETd1Fe!5`p!kMDXZ7>yVU{uJM5A`Jh>h5RB6 z^rOB!)w+K}`NBTPMsdAQ9rULxdKeD+hW(#T*^_W4T=f1m>eJITBfjgs&gA~)Y5l?a zG0CrBKaBmW!uKUvF7*Zd!26w5Mg40Iwm8XK(D>CF-sy{s6=6N7|JC7R1aH1ME1V~K zsz1mdwux_o{1@AwsadzmtrYdg^*!^@y=%Bg^#55%|1)nBuj_I>Ab+Ix**-q|o7aQ< z+hNcbT;DTn2YDgA&r-rnHby*y`vg8>eSD!5|GQdwv1~f&%Zp0^$IJTLg1<-od8zg! zGj4Y@+?N|D?*B4g@_xW2koYokjeQ(-@h^bv;pjhMd>hI#<o% zXQva3z~7<&A`JN|#vj6v|Izr5`Zg_FZU^}l(p&e<`^lw?s$4$rGr|it{=5YD`S5wd z@P7}eFYhx7UQCQBhIoPNdtZF=d-~T}SihB+|Ab+Fq@OU)zu#Z&Yt?gm5$Ffn=`aT$sPfXGmoxdT!2m^gcKWk_8rVpbUerO#0 z0sa>C<-^?KNeg{2jyWe)or~k2TY;#=-okul1e& z8=b$YE360eWy0XE(O=d(BzX1m6WxDCe$@ZAopkN$OvuNu9zYoU1+Is+C(-&p%1qie z-6jO`A>=>9-$-5`9a_8BMeTz318}_zyOTbATyjdP=b-uAoR^8Tbe zZ&%0~(fJ+f8)5MO*xsP?YwT$0R}i02-x{o1Coho_{ofw73o>%_=V-xtO~w3eAk5Ae z7-siZ2}6CF#>4)Q54RhS*Do42J>JvSF9POA{xZzY4;!}mJiMbQ`ra^&cfZK>(Ztz` z?EXN*bY^4tCd`eh%b;_R?s6D*OGI2VgI#zl0$_LVIMG)l(X0%@`UJ zDf<2^%B!*Lzr|WRjG(@Q^EW;|_Ob4Hr5xMeHti3vgTJeQ`Siv7Aq@Tp>&*-wB>ofT z`5j^IUsyZKmz(NFU7j%hAk@Q9{-4#}6y*hq-e*94{%rZ+jrIB=%9iAxKabk_eA~b} zh$qPJFWnxy9Luc({YU!0%(9vIq2@f~SH@y`3G@8;i@pP_z@_VO)yrqt0M2O+;g{(dV=-hC@5i^m_rpik5v+reIN z{O10<9*vy%2;S!+98%?$mfaV=H;?_B5ySm+luz@j(M`q!W56HadYen^e#Vawoo^9- zu=QHPGhf9}if7Fa?lvj(G~@ea!k~{d-zT9@r>Fn%{nYm^dj7g|p8)^S-oIa&7t!g_ zO4-gt&-YfD6UsZ2z@AXQ2=n)?{+p{MG0S5))I*S-|B}DWQJwmc>vN08ciqOJ8nFMs z^|g$Q$r+;CkKcbH%qmVd4EYT5 zgD~h1<|DsCK7M;0Qx5Z?{C{Q5pCFxI1Nk)d&x?+9&btZoWBcy_%OicBd2@f)+V9TI z?hnSm{b2Nm472qT2K_{T-nQC5Y{|lb;GgD+?ST|F??k`J1*x zep(v;zXZYG=Z`l=WZZ}RMywA)iS2!pqWAIpb3#dXMuT4l54(yig_ds{-O+>yPG#T{nn&qC=A8P4?=vz z`K3+2`+lA_4c05xccJtGdmSUoB>4YM@p^^QQ4<0$_nX1=Q7C<8=%Iz{JF)XEq4dT7 z`mA;oD0rcM3Z-9s9XsyVT-iDrzeC5l`}f^YWA-TQpsMN_JH86+2j}l_;qR^5fkp~+ ze^=O{ETE!rTp#v*R$+%vAx*2j2SInjwhRcWMuuRF%XZ$_9&E_`A0juY9iRX*xrP4hlb>;rYOMpV*M4$ zeJ%Lf$FDcM|7Rew2ZrJPpSV8CF!SF+`N=IOR4+^ge~Qn`7u|@GI;si&8s}q}>LWt= zY9)_gw^2Yp_E%6jWL}|E1ox@L_9#>c@mta9TQJn`sr{II|5DihQoTs1@GZr(pV3lg z??Od`-J>4|>wrH%{wl_tt&84v7_h&Xeul%)9)(J2Ll$kwCNh<%hcIi8Cj%{9CBfF+qF6uxjv^ zV*kl7Uk|lIeN$|oLX~~%gCswk1^!JC(@z-qkLzcc-hX2KnSW=P?FWS_Ro&wx*L-8| z#|c&ai%Y`VQXpR+DjuIO*r)hDKWhhl68l4rDSzUa>ia^~$ce8PW=hB~eNfF*IXJu5 zIf=0ykK*`N}dag%3tgLsAW zt9c7OPp_EI;=54o>CK!}y(q}{dSZXVlnf($Yy$ld@5dNs`It~6bi~QF@q<-f;rCQHrvH~=81x&* z*NDA;-GA6Mum{2yI-T{aQitzFBR!f6W8b}>VbAWv2{jWYI(mJd3iW4Pzvk&c?<*@Z z;d}}8pD>q~X5E&!tx4a&{?NX)x|^9_Y*B;z$KrfmNErMb+81HAUlM9f8yXunQS^U! zNFQNt?}WL1F!)_aES?Lg zoz-7Bru{6#kpCk;bk5)VU~HbxDf!Mu_h?zD`{~_w&P&;k*L*s~f)ldzas5U%p!e@eJcjS4+Wgw{p>aY-*1$bB;MI$|sQ@U7I{U4Nt7${OC4TBdV~g zH_K0ighAhtzl0T7Jm@yXT4q{F9{WEgVRtp5Wgn@lFut2ue+h$rBK?F}JyO_xjh)l> zgdC6$`d7k056;&;xwX`4yA_?&y{T<=|-wyr(`y0EAAMo+U9PU4ihiJs73=)0s3GKu9)}6zjRW;>(Ngs`$ zdCXV&Z#J}x>j6T-U@u6&iT(ullOe5;FJe4p*q!2mNsekjFNW}R_{!qIN zeUF_#PxT^(A%8{t>(Mv#heKH~@Q=nr%>6}=8yEO?<=A{_B5WMB=^cxj_$(<3A6fzuxHOe?-LG5uwHz= zr`5QhH;LirPh{0jL^nDd9VdlP-Eo#ju2Az!2UA~#!Fj8%j4Z^9*e z;)<&Kg1pgR^h6BxXv`M~L%b93mxY9-d>DPyzmoD9_B_ic2!lK@KV{Erx5rSwM*CpT z)BlCD`Pln249n1Yp3tmYML(U2Td@Ddcx>i8RTv#B4gMbW-z=>2w-d{+!~7^8hN+$* zG^@P0VB(V+&{yP#x!DOLpJjWYzKr9UkBEBt>-t;xULfXg=5vNTTHbpH*eB|@dGg@i zq1E?cK3pGR*#F@C=2fqEpYb^W`iIz}xV3iLjYOWmT6`O&HEz%}cs~X8pD_0igdu-M zeYOnn=^cADoX2O&_-A9R+Js!633Gp8dGNrSAXi(6qab;=`BdhdpI!p+0I=kHl8 z`;2feHUGoLx5j|JAw9j^mN=;OEC&CM{(xcnzeHiL1Id4igQ_4uL;m$TcD$Eg@@}wi z)Yo3QM{OhI0$@I*-^$QI?c1ZDP>;s`R!O1z&Z?(y`(~K!N3H&>(CYknFXy+7T502% z?Jwax3hB48fBSMx>u{*gV?Ilm)enWN-JpGcpaY{Rz|iib5O2z`u6=!CrCwwi7n(UR;=~+MnpL4V?6= zU#GW94P;-otA1{unHmW9QE+{Pp?-k+!!XNVZBs4Ub{M}^wqWCbO^Dm*x920^Fe;~J~yCSy@w{8w-7Gcr(PLW%l%((#ISxn zqz^IFzcBx#cGy1>z4SbtFA96twp0(eYsB~Ky_`s^3Y?fBsET6W$gwExkkVdN7p z_h56C`34{Hi{y7X)F)p0#4j7+z7&~R}{Qb7zKMBu$`bMy-9`a}0e>xDR`k}C| zvQD6m^Eg;9(%<*)_i=Nz^FV(vz7S^hQz2nEA4mBRhW$6>rvhVcCW7bF?BxZ z58{DiX6FZNo5lB!17|;+?(}&gJdfiuOz#5-2QED{@%gMbV85rt`pocli39&)(C5wn zV$esVhx)_(s88&9y6?@#2Y%4}G#}MVSv#w*a?J8;8V~##%6H(~luedlXSlr%{1w=8 z>Y3>OzR|xD=JvtxN764xMJM&>_&U%ZjGu&gJpawoiN*9JNEee;AMVy z?tdMFc1BIMk>UB5Kx5gCg0rM}X8SieX&J@+tO~mpcEJxq36FSXKQZXnrh4&G~=a~$HePI4X z?eIMEk1(tc^@%X>2kqS{qVM3BX&1TwcUtc_V218CxNnW}b&5H?qGwR+ zFYS+g=Yl;WzZu?4`sysX=)ZszU%0=5^gG)x-m`eIJ?ID0=e*TMVxv?G{C@`KPtFCw zYrd`S4daQw|0iVFm-VOiDWtE1C1(!TX%Wc_*EhI}uFd+Bg@AE9m+f1=+<#x)f#tt0 zDK8|a==R|Ci6OS*3KD$!N=no7L(W|u6Y=XT_qRi?>O}uB5Zw>J@rE>78;|bR2kaf` zcU2mzQPt@kUyo~4=4j2O6|kQ`eRPexG0eHh7S1z}KDW)HhdcsIJO-s7D|_+<(^G$u1uW z@eS!?IECW1hp(sUuV30wugCd3VkDkKF4g7!)Z?|;xZXCR?`7ipJwC|C8r5k+euVbm zbzF9M$C$-%zKQXlFw|R7pS!OKOTz3vfRN$o?fb+21?OYW)BoGB{;(fG zdc7LMau0s?2Yo^Q4ew@c`EaNb)GyILc*{(&(r_FD`wtwCFywpqy!VLzTEqU2t1FMk z>iPcmHB{Qk)`l!0?R%fnu4p5rlopBS2}!6(X;nffm5@S3Dru97qD4s7L?TIxw5rta zJkL2Z-}?Ree$CvuXU;xn=FYv>2=haJO^?mqRr9br=o7U+p0@Ap!U(R9(-DI|$M?j zPBwZ0`$NdDnKmztw|4Xg{X%&YhWXR;Pd;4O8T}^j4`Ddph4jq7VwlmrTO-^b(od`p3}2z~7idkseQ=@| z-=A8z=}YWj?@5xHWPgO=|JX<$!}0X~g?p8y-DV7g=Z(bU69)apdI4duXS7ekApd_b z*azA>8;`BG7FM0Sva$3q`(DI-;hX$O!%-PZONk!4{*zmeUp@r>2Ip%xx+bvSP)S&i zpuFwQsQm0a#}3YiW4rzQ_kqGeUR8@7nVk$p5ha;@1POYfR?od7vQ9Yg8|4HX6YB zQGA{-Uq3F>?A)uuI)&SllivQBAA~tdSBO5suwR1nXYC0L``kZZAz{e(^PK_%o4>yk z#W&=y)7eiIF{xhijl?gf@9l#xD~s+AL4GX1B4=)$=??2p9G@`c189%SpUB5d9bFIl zg7(NTtG_W!=hfU9K1A{aQRZ=&x(q*JA_v@!1o$Ruk)Z@ zrWQr|u)aZhoP`@AFL~`$t)>3X89r&+F=ap>@|Q3le`V)g@H4Y7fN?)-<=|)W-^O19 z`C@;qq$$27VGf*dNZ%(D?NHZQ{quy%sy7=E`yXTzP)S&cOUBVDChK zvHB^mTgyA>Q2w$KF~}3+0b$5*>3!JFd&!g?6F9$CUAlh$ z$dd%{ANami4fXqTW#+*CJJP#)#^En7*U5vuPW^;X9 zGxyc}cfLaKPdMHh_tM1GHQ#_ANH1aFAL_#zA73N49g*NqF~44O)^Nb%K4Bmq^iPB# zU!wLmciq+;`os0XWx4O*?X6e9eN55SG{KDs5QxrQA_d@Veb~ zKDQoRlDk9vT^C(>b7D~g*XMO_bEG?VUjqC@dAbd_uy0;y2er}E-|e>Qkafdnfj*;r z+{%CaI#v7~_CGP+5(a;Y{)aG}H$-_e%<5lm-~5y3hv;#A66`dP$a``W>OWp$c@PGB z7Ju*LPMFsd2!nkiKLn><4xRk6isy?$q1yTamuS#;q*wT1-|lK(BZwE``zzcD^Lq07 zC&o8x9=db?zW(X`=1XmvJf5xpbKmFk2_LXWGckRH!QbP0#M7cIH*0A){O=9@vF9AW z2~FSqApW8KcphCh+_tn0zSl#2_Way>Fs@|i>Pxfew<@KVCmh=1QOml+g4aMUT2L2$w z2?IZI{EcHa{XCLW%*f0Bl)-XVSQ zi$CvktU(F-BV5PYza7dxzN#MdTUX3) zzc$x5It%;4_b~Xpf46mMpZk3QeMbKKPcUy+>^lVfH@@G0XM&a2w(0PGoG)R>5752| zgS}(Dm9;w)J^uGU{TXD_4*ltUMdOBOZ(67Lp5doQ^i<%7m~4H%x!1iY>*F_IJbeFV ztBVr9*3aVW|IL27w|%eZLH!QnDPi#EXrHXzmh^Fp>TWOTc+vfjsGnPg=x8mAe9ryl z7C})^LaONhT1em40bK?S5AcEbhx*SjTVHOqeN&J*t^xFi+6j9Q|EL}I*N~sAe-j%& zv7gi8WnDpkQ9rk)Oghso@;;1*{(@mv@7S7oZI4}HHmpZ6z6F@x7%wOv0ncOpLm1Zc z$ghATN!y@)AAo+;2g1C*6>wv&#gVN2pubqp2>3Pq#J#LG?r#I9osbCinaRG7b>F6H zp7mWe2i7k*-Zlf(8Ovw7!Tj)j4AXsg?%NI&9Q`#XmghqZGx={jG`?Gb!DCo2pggv{ zSGk|M#{l#l<6qF(f+IOorT~3}+c#L7eQAYwit`OZ4ChVo`RzTgH9Q$~pXWo{^#|S_ zG5IIx8}gqptZxaAc&}FJ?f~%{<+sC5F@ILaseJx~xqa=}KdfWuSrzU-f`>KjxiCr% z;uq#)grS~}{9%}#CkY7Go!BfJmeD`D7A!~J2_&h~qPow5&3coPTtTeA4NBw90={^W|hR=|E2t)ir{SIES&OO~(w10;B7JM@)sd&#|s1IWOm|;({=bhu8 zOu3vsMxv4UPZ-WiqCW1NJ@mE9fj~Gci<<@L+uHdk=rsRF``v^-Ml^pmFPQ?2} z+^HSrKl$%=m{0$IF#Ru)^@sH-y`SDk_tCrWmhpA}FLyPZ7s7fgVSfH;w}Dqb@4U(2 zpE2LqJ!C?~g~)C2e$-#W{5&_q^nJbi?l*&zL!?V#Je=>I0R#J}T7&^VkpG0aeKXAJ zLwo#&`ppW|gZtc3{(Ej;yS3Ed8SMX|J?zQLzw78b2JRa`d)qs)p}ziOF^rG;ymxZo z?!JRZfIXnUAPoFM`uEzTjosO6C)6*nUdS-3&+Oga?WM_ZE#M#OE5nSx46}L&VVDoS zKf-#&gl(e~-VwcfV+RDhKiMF~>Op%;R=F?j)sfS)FSJ_j|M)^jJEY$8W-Xe_;Rh zMD@>a3cw$sy!PjBbnP%j^#3@V55p|J5e9q5{s+3s2!Hl;hVK_pUI$#}d5+zChs*20 z<(j;1OYHgjCA5Q7<}WQN9=}7oz3XNv{0i?!`GndyPEalW1ovNKKF=_#FNB61{Aj-2 z3hL$P4?<5)SNwRmQjV=RLJK_NF6sAz^)==Xgdu;W@vxoO+o&DZU&!x+owAy~G?hR- z9rf*??(;uYegWVukiLV4s?x74)nPoG|3UBR(lesG!M{=ehzb{Xq3Awk94{=pd%e!u zL*TEF-mroZr(H&F=JnRFC(@0I6Yb!6^k;;DzqsCE?Q!J)34?#c_px^RU!*%>F7L3a zrkc;=O(0&OJrIWc2+JW2n7tTe=5oL{){J(XW=*CD^e{E0Bw6Y4|w5Vv@%5grgP zF&+`-^~LaI!#&h9dnz-35FXm`k848~_!HERh<^K)Od5R~)?fJkh;iTim2MB@@{TyR zv?^^%6wIIcBj))|M7nan-FG%Zy$<~oVen6AABX0>?RRldyL=0;!j$hsRzm#}*|KO9jF0g%vPizO&VnPLPea81n=tqzv}eMwAA|mz^=J7J!*u_s zd*mCht6k-*`23;1N?oCr<`-otS5O!xx*r?kf0XOZ*3*XLfgXGxVR)X}Tl_lkN6uJcz67gJ-ga@m?F_`et8qtY>}UA|ode&G26!tnh(($6s4k3MR+^V@dm zOQ3H!{?Ty{?968t@p=zo@ZZ$#rTJAI{*T4t>(TEcXV|`82K#ZSzsKBuy)~K{1mofS zj>YR0&p-GA^a1Vr*yUP{{T6TFyb0crYpTp%>L1&G+?Wp~U%@{Zi0y&l1jd$k%a^n&<~`o=KbSK>~X=O2W5Js_?%JG-Lc0{fqXd%W`FMMs?* zfPR!u{IHsdR*Tng{u5THX6+}sgeeafeb0sT#-E&>Gd_P1uTKz$b{el?bC;2Ks`&ad z!QEo4n`0t>KH;%o%H7(tP!GfTC45OLng3K1+A;q)DfM-9Sy%^{Pam;72=o0whK~|G z3{R(ccT%a>y}o{_;9qFG>RBHn4~ouDkH_%{+fqC_i5SL5eJ2d@74;=iwU6QK+<5q& z8}$>Gqu+*akq3F=d=uxTUMY~g4fPYmr@AYu2b~n5#VK6F~y759G(`U-k*EvC3fosP9SrKOR#V{S5pIj-M2yvdSUm8r1JFz9(J% z@$l=&emtK^x^eN%*dLYfy*%}QujCdOCkx}F{F3!GXFp9{4D=#>4AXrT?hG?~N{$ka zI`wECtf#Smig|pCPQ4lEJLc~xHi4EWM)!mD8uB~Et;N7a?JUe6?I9&NI(eR}0RE?h z_MURgw#YTQDDd-HPT!%KOw`>#Z4`JXR`b)x~?>HaAkpIy0QSw_lY!uzUiTIqY)uL-396&xe z-&A@1iS4qnkWZkzQfF*gKI@wm*gMk0F#G;1by2zI^-;6o{WxCgmNi8$?WTY}Aiq*e zoX2#&8v^TXhSxPNd!Y>U{ewaOaQ>+;=lLfZYXJXI|I*IbgjKx}eXqS!JYT|)kKpqR zvw93+@Fysb^Va>(y?*Zs&*OZ~pIadvTVe+CL;j!t`E!M1PzYcR@%V({e|K?eK_(wqLkb4zfG ztwghwg?PLRQgh|PGF5qeydXPe!1|8wVZDg`FD#j>HuRUD;zc@-cX4k_NXO)Zpbt9Y z=Lz%t{o*&ttjn9vKz-#uY)1_1ZT!BF+QGkIen1$;L;GNu<@bcae@p=gTv$9(p=%c^cejLhau_ZfxnH0Q!XVUp7Cs$@20XzW+#= z({p+3?*7B4ru+{_T)*}xJyT*fjhCrz(mWu4HIJ8>^Tw1J#Y?dJpxiT8rM=d6E$8th zGqdZ~lFOFxeO9}e--M;ABoqF|U=JaGW3Z>O|KP(^kEQ1!AI5xx;Ta?^hHWVyXYXU@ z@iSX*FR-v21o;N?=gQ1$gU)R^4(GFxKUe0i?tfs+Jhk5>pDO`|^GCXNlX=McM@V&d zlTC#D1pUX=?g1~}tO3Ck62Y{WW2(AJ<0;?{)ZL3h@W^>3Xxi)d6{Rs1M+Jfw0OE zqVL8t-TQW~2Ro!t|Ey}0-M==y1pUY7vlk z%+{NP;k*>a8^WM(xSnL~mBjCx5g&iteJ=XHJNmbqIsM&L)>eQ$p?}Ce9U53SZXcgt z_NBY_eU%6D`a|~RNbg-QPH_K!YjjZ2wAnv+ec+b$WRCzqQ<$J7SN2|G@zv#~i z!+g-bZs&|pRw|pw{p0Po6Epig-J?kNeY)R%_uW`)x*3x9s%Ra9aoDn zzLL*j{|V)vW2d~bHAE5OIm(YP_%obePRRA10Tv(O{&1XsPI%Ms9Z|R8d?V@$VV(~% ztV!eNRzwea>a+ybmngs7nkW7(DN(S0iq8{<_>J$&{V?=wd$*0SAA|JWRdI|u9qkSL zLw`pY{4?_7ZXXk$*5?}kAA`N%`|b`-oM83f1z%6x6&^dF7d3+Wv%A5ynTjXv;C?!K zU$nGJZz<9LBvIe*mg=UCTXz!rqdnbiEMJ?T-3aHqkRSItr|iuPcn{aJ|aL$y?$7A-KPDuXW*x-!XpYPu9Cq`amA!gZ_mu)O&Eg`Db#EpIkT#;xFU7s0-9{Kp0Z>+7SwK)!_Sj|XWhs3=8o`+hugY{2H4KcLT%Vt+&!=tKGm zL%xaj{do30-i^IMi}y4 zeEv!NKuhZ{r-2{n&k2Knp!W9lb&2{XfZsU366r2;BX%tZdmJE^7h$-64fl&!dmPcj za5LFs$+F1BlH>RB^*CYR56-Wo)v;^*#a&Qe!1+I&`eE3!&h^r)zWmf_)C+aT82Lu( z|Mc6=UE?ES;r;{ak61~E=q+6_eo4HsKEy}V-_li~lM6GH!Czqi()cBID{qBge=g_)(pT1LeckS8W$-`9kFqU8UMQ^gfcypdRTf}*czL*v zy!yYG=U-)SHJ@$VCc5ty{SjfMSQ@YV&>_F3dsCp^kK>n@9(NF&cmn_PLwzF5?z?j@ z|JZ1@b&KeKd?*jXz+XJ?Mi}<*&>ypQmcKL1&ZAd2PP=X;A==-?_g8GRnEBQ57TiCB z{+%$KM?rld4Dk`|v*JRH-wu-!m@m@H@I~TB#qUM-E$(SN->sBCEB#{lLe9_1VQ(## z%!-BeD%N8vD7pUK}(*X*_c;sxr* zGxJebztrC6`uoh*-|0Z81z$fBhV$3-yg)C@B)E;w@7a#CW%Z+T0AqZr?lr+T@n|lu zk5~699y}m+KhHO+Z@o&%GuaLE!SSjq)E58VSi!%qeg2>O%}UJu_a6zxx=zCRBXUf$)s8R9qL6Au!rEyn}@aQ@E`^ZS-+w6{N(Ve&hV6g7(C-}E zspD?gub}o}n+39$PC!0@^t}+g@G%(MS1FqOsP{Mm5p8BZR7S+hZxqA^nB|b%VAw&+5LO&FEz^c&pXuxzSltc66X7r zFHO74XABeFw}k$PFyEhHn4RAt%>CKR9iK1Q9RCmGgZBRN&gyl)(##+}U_5%6;~`mo z;Dy3RvY(faFFU5?r$T?6Prc-+>(yI_ar>yhvD$pQ>O0U!YQL*6VQ%v>emqYZ>(`Q4~R)-_t4^ZD2 zwxj3Ym~J_5?WMu*k9qT7orKLkPrl#x=5Xtf;UOFN`hYOxE9k!ogZ}=D+5YvL8w2cL zIrilF#hdJy^i@$C6&e|RZTD;R`*ekPi2C2$xn}>mLS67jsPE0XLyKc}>Vv%@{msYb zlt;Y#1@vIPM;P9Z@?`Cd|IMvO_k>n7!uKcm{M*+(2aKQUz~j?9)26iVozSFP}@?~EL%H|vV?8HQOsjxg9KzK<}h$8bKZoqb=+@DtL9_Xb&) z6x{yz{lfd9f$LR1bO8U3)=KksZ{Xe6-TUT;<5Qgsu zP(Fk~e{j4HX1~^6%lHEKb0YsgyvovW9v%VtF!F<8MsJJC#Q3oq*1&&!o-p^{E&p|v z)^>OZ`it^t*>X$e%HCEfw*G55H}TtDqo0tEqW-sbwQP;~a2fIw9Iv%O$~)Rk2l$8W zpPnecn>#iX_LETmKL@z2u3Q?+{oUtX)+MTSzxn?4=Yvy2dOo@V^27Ojjx#&!d1Erf zbM!Y~3<6_XPMqh@e;L)j%C)oT{yg+&Uw#{YO7KeO?O%&qR(Nkd0^d_0J>M*M#T@B% z57sZppKt%=49f71Ly#e#{Z+Gg}zT6?YzkuG4803ZX{q|W|Y1`~3;3w+Gw_lqNCvEHx>s##q{qwfQ zx1D!Ogv&*X^_MWv_xo=Q@uTH$4E#XmX7@PA0`|NG9=KC>fNL%xLhCt)}* zi~RW$V=8U>G#KbxD&{9)pl|Zu82laPAt@YP^ zk~+M=^UNIUU_Qq%fHiK^&W|P559u@0O^(7Eb-x*_AAJ*#QsbmS$D%^UuL}AL*%zW^0Po8r_vDQ zi~Xfmr8xUe-vZzNisdDcN?EJcH%uG+i+Fv)Fn_;P>*Y%)#&m|~#ri6c?w$E5)@>xq zp9Rt*9j}?584u@M#Pv^(tMI%A!z^Ah4EYnjpPq;P5V3v;r0qsUyn8YY_ABXqkF)LF z0zyFkV*3%u%B1b8+$sg@7vz_$&C8r`<3rf@a01z;udh!h&V>2`@|!TkH?jT;3zw|<|lWKQs_kU zk^AP+WS`WL*_%M#pr+=n^D{V4i2PvKjpir6B3;pG$Z(i1>Z|;jg_mw8UFZ6#5Pb9b z-bMPb{=xSXX7x9L!j1B;%N%>bd{F+1N=e7Bj8F&r6x)+Pad~-$>8tH*{UcC3weWm* zr8V$@l&9>L9K6O z-Zqs!M6a68yay7Slc0Vg-k%VtS#LPsCoGTc|8h*{xdk1UOzzm*ZW!D*g!FgnvSz5A zl<59T!dGq#+-6`2_JaD+=}J*e;qc9nAI=xs7sK}WJ+Oc<=#My`;h4^YGR)3@3p$nN zuWvhD2mTx1*SV{DUz2g7`vy?IJ9ppay7rthjEDT_e0lw@!_8fwKgyFZTMr33R|tKa z^?hM~hQ>n-@dD{*?azo`>Z;1CLmdx8eGT=UF!+0Xzq-ei{<+KBIKS1io_-Q+71cXX zf7J8#^eA6`67Dxf`qWE|ueoX4NUG5DU0UMjIQdNj`^5fT&Fk;&iV@YOWx~4++D3klr3fzb|x@zYp{veLXUF*xhmW1Aj`-BL@9MdV72r{b9)WL-0Kc_U|ck zpodAqCx}-#UQg39^9j9mz<-MCAp(Y*DV`BlF=5ZUclR7I*`4K2f}W|uud~$PBM9=} zgyp-DJPAX67~kJ(RQHwrc3cB~puBrotDlc_^p~akzyu7_`7%MTMLv={uB6NFrTJ)h zTzOt)lc;u?NNt*4gF4NY>?*s?!CxE_vnuYQ18L{ z_dffq?#c5=F5lioElueS5wN~R{nJv*@EJQMi0w}cwAQ#SIW5s9@e}JQ98>*Gpyl1V z`IO%hSU+MupyhW>Yes<+J6|DS_yNsFD}1Nt&yV9l-%vlaYWh0Hm1u*1LiuUE-V$kP zvKs6O`K7(_%mjJ=WbiN8pJCe15om`E-qpQlldLKJkCI`?r^Wj>0`0ifVIjc{V2?Py z_HToY=f3O(`#`L-$aU+m?cVUc5XN^M->cy}bW?eLplkD>*U=C;&{w2K&un*0k+B4v zN5T9>&!_(7t7bdkC(@^Pq|fp4tmmA+eU{g**AM!vc2)|NJ&4c82&g}dhyH<$H;4Qc!z>@{7d27$iSbX^k3f6v z-(_oS*xPZC4@`au0%mS2l0{iC>t_|YFRoOeNc>hJdF%Gaxh zx&HJ|h}^GxJR8>Es4x2SLI*#y_J;mu;`!(=Jv81W=MwM}^@}j%E9kEX%l9LHV4!lu z%In&HU>_(C1B<@jrfI(e|AP8qaI$H~qXqYsH`DWkVSS4J+b}t>otLq_WG8R?HwTAWBfOoI`-Yi?^|F#I6tE;r-uk#2D0^;z$oF({3VwvARj|| zjBPwLI=^s%^*Z_ohFN}XoH+8%m-7GMd2zi~!0-&>uZhAg-8m~BLw<|;%rKn~6ELh# z_G_|NBKOnJN9_ESz$8U@M)&ws$QO{`gtt2{$Hw8a|S7D5kCew`VQW<=Oe5~kbi?# zH`*R_=>Xpc;P`}jK0nCC?)17By}5h_9n)B8b*&WY4al!S?Vl971)hO;hWbeu;wR># zgh5`&f7YM&KLvyS*yW^OZsF@aGcS4f%_FsWK5XXO->mpZ8R#q0XST2R)TTNC@DJx} z7V43!Yc~(<1M?HYJijrE7~Q+Y;4t_%^nd0C(Y@^_50VL>=gs%tOR>A#2M+iLwRh7h%v}YTsqhUfJ;%$P@WF7%@9(euYt|MiPGRTw1eV7e zWe@!RPktcr)AIbOH}=slVgG>MhnV{VYG>yk1VhFQDtsiD!TsBiDdP@ZTil!b;~~o? zrhQnj5A+M|oiMAP2^gmHG7Pix8G<1jI_RXA6u^8@K0~(ZfA3*A3-lB1cgPDr&)Bbp zke?&JhP-`O+dr=>kDo*PoHlWJ9|-kEv@eF2Q2(K$2EH2Q)+9mqwF-tklx~LK=g9Yw z#(bYJ#DimEe@YnQg~{I-;seGD*3R;OHr@)Nceq2u)c#Lhz(1k<2!nq{{tVA38sk^* z!0LU1;m^&N&z?91=7ah(Vswpe`@88t58-9Eb+ud1aeEtas{4jO^WF++tUYUV zO8%c=+Mf_G>_qg8+^+t?uUK^7B(BE^bAQS3G1A9T_m7vDB*s8J5$%^S#G`*O#23V) zm%ZpwS5g4uqrMaF!2Ip#TZyl&9d;$CkjyHDisNdDPWBB{V4LxKx zUQSexLi-x$KD*qoSaiPtK0hw}(!TRcy36U(_~ZXGtup$Z3(gM58}F1I=;67S=j#m9 z{)k}0LYsL}rYayG9FH)JkMf%k*fYtly)R&l*ArTvj~{Zr8`KL>KN#*q^%cUPANYQT zX}?J@(Zo5}M7I{?hw>y0^?DqiF!*H)&AVE;&g1g4nxNC3ux32yANIEjo>H5h zb(`A{VIEJd&K174n_L3+f%HxB^1M2s?h}s>Q=Il-`g!FnHIm_OFjrnO(nGB1w? zdq8@pOT0RkoLIr_ak}i%tcUB}z~5s1gfPS-lpkTB7wKW`OdqCO)=ubCdIr{`)PM5O z{o#2su%C?i@N~jWR39V^{ut*&n6H1PCw}yp`K~+E6OcbMlzscot=uI?=Qjm2x~lqA zyHCU(fiy%H@{IH&VbLNFs(f%3o z+d9BCzkN>)=$ENDUNPKE<1@_ay|aVv9Uo=00M1{cf14d)mS(e|73yX9zS#+DQq-;U z*!Nw6*_R(CS0*~B^p)}wkI(Qq$)>+C=;z75G31|)e`By8-M=y9cPMWf5B5WFy~4(4 z>ytT4UQX>~-xKTu?P<=kN%v2O76C?i&N=q;kL4I!&~K#QrfaTO^sfIPe?k5d=Jsc^ z?D)~3d`WVIKb$Y`Jps^}8WZzd`yIT#zw1JimqeuLW6~ z-W3!n1Ano7VT$IwiDjo?e9Xre*8Ulx?Jhdcfbv@S>B^FG-B-Z)sPA^_=Sp7bMS;IX zc@YNxjPkIXk~zImMwa_KJCA(H%ibS2zwA6cTn@h&!S@3Q^L*4^P5bkjlw_!nBYpOo zUuqXV+rZ9K3G90htX-9z5B7)rvAko_aE^eOGeGI#QT(Ib&&wZ^<4Y0n&@f{TX2aN0?knT+Rxr26G@k8r& z&^OdahxbonUM=zB{+lqYH~(n|eM7vY_0)$BbNh4tJI0M_d3JLk8BCcefO=9;a2$t?NlC;iG2LFoVFRkkTUH8x-h^NRu!k~Zu zw1YoHysWc9w`y6<6l9{vCFy1Q|6)kricF0U57Gtzzfs?u z{oi+MF&Y5&h3(Fd^k*pKi1v>O7j=ng>)uO(#p9K}i*+`y`V8?L`LXiFaI+yU{@ngo z4G665Cz}QI;P|W7G`KjW<#K*8yobhLl~{e`c#;aNfAD>)ss_59YL5s1g!5h9f91TO z9ip$PuzmI2vkNVP+aP}7`&WN0-S;SHBiGk8JuCVxO}Y#54EwK{Dv?z-ZY0h zIqKt@H>JXYA^W)eTzZvQM<$8>zlYDe=x?4O?Pdl0arizL--BDOT26)P;S{la34{J2 zy@VkjNBdvbgI#53k#id3ms#C*+^hzTeVk)&tS^S%jl^9ou%rpXVp* z2-A6a0bzFjL$L0wid6fAgDN-4p4^t-7!=oW2Jj2l?}Q;fA-~-o+;ZK!vmV-Uer~lh zbI&cdg7@S4)m_T(g5UH^$iL8^Gfd~F1Ps&pO^(_AmAlHaf)2)s;9pQ)?gQJ7Za!xV z`iAQXk$%EpFW6t0ToUgx!;zgQ5(u-6J}b=H#qCG z9O(MT4eBdM--hx#MarXdfxl=E472qkVLm@^b*}^43Tow7;C)8|!d%|ox+_O*?7o@T zm%JzH_1NX?4)%%Td(R)=|Jkis;2*{3HwA=2e^LJkgS?R6tp5z6*W2k;_LW&PAb-OA zgfKjh{>pp1{_FPnqVt}}AMaL;q1|%RBtq_8~Aw52}4T;ZUy`Vq(t4&&y z>KxXFsnGc!!KTSJ&*F#d;`Zs=|H79WUiKg#l%MZ-YnL&O^C12sKYgoP?l=vf2J%69 z`t5&UUZTZ^zT)*2!oVLKe@kTF zS*I3sgLr2l_D6()KJc88P<=$7x%5!_)_C7G>(eO5QU!x!>ZH3V? z!ya&+1Lqsmx~ONphNxbQ{NJupw$Xjb6VNa8Z#$x*U9ud9@O*7Y?VmK8Gb@1}?7!o+ z`LL+#Y2XjU_X!CILw<|=X6~_TQ~kG_Ta6Gt3Y5Z+AeivNwZQbN=s6G9Ib>b2{wzVgEe_ z|J`vI=F9D6kJ0mK8H;SeU!Xn^275<(_juGAjazM}R7d0Q37YhM#@#-!Ka2d>^T0Fs z$mW$m559kIukL^T_zwpCLV4_+HuAXq?-FJD-;iMM%;g8Z}4|{feg&21Kmo=Y94EUJNx2y2$Nk ze^KA?!13Dvqy7`-@?@B;Hwi;Ng8Fhm{jS3-hu$4@=zI%du-`sndm^m7is~t>e=_+$ z)_*nSJFK1Umme5%{hRNw0B&Cg#;fR>O;O|fV+X=@0}pC<0r{XmAk;+ z{4Ug3O1CEMBj)7xbf;dkO$U#2rKp``dE82>pv@eM0&+EHA|9D=xf!G>MRw| zcRW8w81x6_N0{9oB{(?8_Tvt9H~78^+YcVx9pC4eF3^keI~cjw`%a$~Tz?Oqk}SWJ z`kCk7VTUtiH(B=q`$YW-t6%gn$f7$KKk8e!>@t(f5eZzr;p59*D-4{+^OJ~4dUhL6 zcyjxSh@M-1<5?(Qe?}y>cJi`(td>giXPD&=gdx5oy%C>OtJ78Gczy6t-x=HU?2ohW zg#?F2YPU?dE`a?c+)q9<;rjalttzno#{D*iS^eqIp~hZDkF$9`awzI()AF97vW}Dw z66X9O%=58Gsi)?TZGXUhcgWvJjjZ3ZWFvSyiClQfSBP?rY&VE^b{ zg|mi^DF=Up`NUyQg|G9pMfWvhJ7LJDkspV{C-1ts;w0!NwIc?9$gsc0on7m}f1rOm zvNlA^XS66jpuG_0^ssiepL^usYL}XvN5F4fzZ`jf>(TME_uzar=1VbV(~CC=GJt;r z#r%(1ZaAeqH5TF()<+40Jn?zLyxz*%>HM|es7-8s-%KgU?~z|e*XL!uiN3||n-mb{ z=V^}a*r4F|wm0YBF}DS`)cSse@5yn#gt@;s7WDbrmC;E&o*sMKJov(SCE(w9G5v%= zo>(tsIGO4jtiQ*<80rb)?`s9De;nxxVW`JqK1vw&=TW|FybJ#iGylxSWA)kNGgajT zKX<@-2l>fx9nF_8@DJ^oF!%@5m*dw28~4I#_i)NDVuzIb-tJ?gVkDU@o6lvZXmpzo{AB6e-_=zt=pBhM9U{(DLoq%P2LFKkBMkKz)PKUKL~@o zuz%uIW$ADa9ln2-xNWfch;M;BekF!HEp?ke1^gkdhY9oiEAh*@o(eAKV1CG-QzLf1 zShA)N=)w09hIX9KDO*R6N7r<~9^J+ABMkcRPdmg1l-H>%hd*~6QUL2M)K9{|f2;=* z=KMR=rrks4$a!eT`JE2BE7%!SDR+tJIep~zs(p#0d45Qk^E+v3PH4w>+o8UM^d#A7 zm%jMb4&Rd#u6ShIY3O12zZ=dssi{|o*pDM&KGgng>rt8A3#I3hKTAR^RYLuf<;o}D z%qar>MENny@_WLdpXd(>^LkkF=`H(=yKaT}jPFaX&g~{YOmzP=;dcw-x0q@`K8)*$ zAAZdV1EwvHzoLG<9Fp0;2+NKjJ=k8*9#?(zo9(OtUGaR z+_8y}Ul2|^Go$9*EvO&hdi2c4`8F2Di99}?J(l2Hb7C5|x3f(>AKdBr4f^AHkuaRs zLHf@b9rBf~TnqGK{pj4-2}eSl_JIE3`v^n6NBw6h*O=vm!1@pAKUe5|)->#(YAxwc zs!_)5Wp$$aF!1@*WhbrOZdQUn(Glw(VaV^09>P$s!1uHMb|eqN5Fb&$QiHWtEH;mW zc!=^M4D=xXQtxbzx$;#5=8yKz@B@-hYW~+R$Lw_Ac^a>>!pvqwHmt`9x72-Iy>kbg zheG<(M)iMKS@|E-a}34wGaQHaX9*Ziru}`w5bv>`!`jzSzQi!gp9zCKV7-$)&(;fR z58j+KuUO9OujeO!f2#b#1>zIRBR$wU|Kzr<(xnV142?+C{|^2g>Azr_HNw79iQC%+ zzb&B>Dc!k$xDdSVLCmj7pr4q3T?o}IE54B>6-My${5A3` zW1ME+`W~YHJEFWYTw_+fNN56kM|v+?1Xdp_ssw+B`b?Pn@5}a$jZ+mw|3Ad}UOv9d z*-rd_6nefcx$M)txez}li|M;e_@%_?fAAXo->`tSH`9JGVeY>P!}+Oy#^>=mvxC;P znZ=7G5~VQS5SFx;3=zMNwTDaM`7hQ!LlWx+gdyKJ`FDT0Hxj{rV_3gqy_NMZ!~0DI zgyo7TKW6QV$vzoAMDd;Ve?j_0SO%_W`{#XkNk3Wtha@k;z<-n^=%XX5^n3*L|Y>Wz?_ClXbe2{a^BUK^VTLLw*wm|3v*CIiH*GJrmZunEz%X z27M>`5ktO2^dJWP!||@f+ovQ8_kw<5JRuD6568c%r<4%oGXvI#`25wQr8_FJEI?n; zUauB<+^IN}$o2P{-ut%tc^d(vK3*GIyKwQAY=~zlU&1_JWB3Wtb3M)?WVHS`?ym^* z_2~8L)S|nRK5+jy(!=m^dj5v_#1j%{-t&Cx#x&(yG1>5qKJnwm>cxeluRiDd+c&m9 z3y-`L!u9*c$;}DT66)L^WGx>v{nvrbaO3Agu|5#)kSsar z5b_PoFB#rT@s}{1mqh*-7w~)u z!}L9~fH2qRZ086~%ip5=7EvFwS3h~RsVEroPaH4%^FZbBv^|iYV0^yS-N3ZF?-Tg{ z1kV3f_pbpmpGE(x$NYgX=nvtwzoOTby#)J2`?!Ue{U1nhD<)8Q=CKyk^HHB~Z}*l| zIUEG*f8;-59zSlUmX35CHw*NsuUKBUFKQn@@bfrS!;s!PD+`8iKd1`!hBznS^{wK( zeQ;kG;q3{g$zkqrz8>@G9K!7TqnwK&S#r0QK|X}}5yN!flYrqhBu|F*iGISc9!7rU z8mH+LUU&iZ3Cu5Y6CWIzQskMT|BOz$q=0_Y z^M&J$^JRqvQ-peKCE6VLti);BYqHkKxnis$YhB0rE2+ zF~}eJMVR~3`_b}`zXpizH%Iyi^Zmm6r8~yS{u13khWhhBW6{c0qki&w`h$xngX}LI zgZPa6c#yTi=F_C>yuS6Yb8!CK6eW;1zWy^R!4(+$lq16+0== z4}4#-k%aw-^6fl+69#>t=K~z>yzkx*~9SJKf-*U zwX^eo44L-o<^W>T}Am2rQSTeP8jzN(eUtc_3q(8s^ z&0x5{7yaAQfc`JriYvhX;CX4n+&?{Sf0A&ZPP8A4?=Mx$_D{c&3Hvvwf2IFP__`l` z#r3f?CZRap`USiHR#1BDW|HMM(f^0=`Lc1}zr0`J0QmyicUfW2G^zVtAzwm&!Z2IU zGVIBo|NT;0dwmV}Pi2TeL(t%%?Lgxh0PU;o~@ z|21=eK$y>`%2G?}uGBK{R~QcogT10W2m}8Jx2wF_IYtZiqftMr2p=YY^vtw&{N%5q z?@=+{6Xx_h+xq*{{8K9O2{hkl57+G-ar+0ur;Tlb`bV^t^wpbDNtl+{cLXVVIq7c>em*X1PDhcs;0QLHAuN zW`CCNM*OZhIVZXF?nU4a(o<7$Y}@>v??E3>zX>a_?=frIT}B;UBPGqAuPw1`JUwkY z#6x_ZFxQV4JtJew61Ri=Y{mZK#b(3tpQcO%|AgZchV>=pZ-l|0qQ7UD=|5o@AL9jU zXZ8ITM^6>LJ}C01D8IV-i_Qkk*{)3gBM{VWU0yOh#}wp?{I1*4a&v?89k3r9uP*HS zwmYVx`xoi?JoALBWh(4G9>L2xg^My1)j_|I-wd;Q{L9x(gCFe^{qGw2Q9r{mwDL?J z#Te>e|KetgK}9aFw>9)SmA+%LE98$@k0uQHEWW?tb;Xpq>q=q1NN>aUopUvoePRC# z5xna1=SEKLQ;1jC|5dk;^t-OA5HF3y{3Z9*ODK5ncSlBTYq$nL}X`1M^ck2Vmj&}s7dHW~#q-f>Z%iMo{@|e21!o?NtE5!8^!wK}hPlHYL})*t^ILXMsq zv5@E6g!%Jd%DYBSKN}AAhyIr^*ciovzQq|UeeJXq_Ulofzdb*acHMS>49jo6_x&A^akmqXFKtQ#(_>{s z-&bP)HmjxEwr?NB>2F)$GFMS!JlGqxBj)EbsGXnJWBvCMy=^}gl1hFEc|HBdg0Q&P z4|YPnh~xc8`P{Eu!$ywj?~i+9W!jIHfIN}EKNTiTt~0s-{yR);FN8tg(Vr3q|3Lj` z&$>5wraR~#=KDVp^Y6ERZuxn(SS}v;LH%QuI>|V#0)3$Vh@t+5@#5$CXK6i(`aphy z^#1DlrMrYmE{`XKfj>CjudxXc0U1v4{#{~v3B&l)|G~#-{Y35HzcD{&{XJ-Ygh4;i z{#k#PA2H0%qp<$$JnFC6QhN#(+=BVw{C;J9Gk#JypPz3f%-3t}+Ajufo&FH$$Na1P zhO^Vo;XCYQAeZ1o(;kB@FWuKQEN9SbigKSa()G7fMW@5l8A zRNL5nLqaK)K>3*8{n&a-C^fF4?W8nOpSYL&Np?*W{R(~EpFBl8_7V}3a{h+r0!sZ8{Ux;NS*FUSb91Hsk*k7jq z2(zm-%Ajvz{t0CUuD?<$9|ruu{<6JG_XX{r0QXB_f7u0ZHK%NMW%;I1Hm_dC3I5+j z>rnosN$PWe6nE84Krn2>pP@yJq zpVqkFkk8?K6zA?A)h9Gpt%mw59;~gI6>tFfBVLaS2?IZn|BB(0U)hh+nAB%F9O|JZO9p{5AGhPWq7~8|ba5hwEvf@{chl=e4dg|H?4iUt$>i9gRo* z>HLSVgIfEG6;DO~^Tzpg@O>@u;kY?qoKJ_qua@@}%HjQJA1a;x1SNT1VfA>S$`b3d zMNihl{IOkCV#gibZEIkE0{O?V3CUMg>(P2+>wa7xRJ8|BF}ffD`X;Uq2vtpcmg%j0 z2jio>2!p;L{e&SNBfY9e^i~W~Rt5V+{ZYN7Y1ez@T!=r^ju_$rjo(`Rb<~_l$hXDu zR;c>t!d0~+UBTY5znb!^EuGp9fIW%hqmVGHm+<`z)A>B1+L)q(gr*EuzZ9yCpLTA& z>;QP4`hPUMK4xSjx0jA1`ZlL4xI?~!;}eGc1C&2&r~3ayx-V^d#4Jr3znUs|bY=cEMmpubaJp<(79{s{7I>QA@}jZf{s zPkbN4l)nqRq?Ighu+WC*aeTtyA5h+1(yEib$4hd3?CR^HKj}{(%m?+Q>*bjr93=f& z{Y=JA1(Pxs*l>R;O%z<%)k-SbYzE1bK+ z_D6+1H2$o=@lqY))nqaMdkoy4dn7Fc^8MNWVEP_R$l9Zc-#x~eyxm!S1lCVDpPrKr zr#pT9#m-X;d;05K`%x;oFA3$-%Th^Fx+xI+3)&}P@Elm)Z0IoXPNg*6H!JKN{6i_ ze0KeR-4^tM`O$bKFH*O}_JnvlN=&~lVxV7qK0wH@=D!%|L4U4W@076em;>9-5E5qj zBg5=}R6^a~>!X&Q4F>%a*K-(V=P5a+{Ys9flYI1K6sD{=Qwa9wAf{K(>7{+sK+*jH zm>=l*{E&=l9>((l!mQpUBnYF1`@B@vT{kBV=po$frzR6O0rD-BXWyQRhaby|{^yDO z@4I2$OY5b@z)z&7@7;<|^LkDP`6KS9G0@E3;waQdaJ+t7HMhoZ8zC#C=llBwtsYuG zhrfTo%#VF{{%Qq(hvN@$jrx3Q?K<$ks2>A-^1QVrWCx9|v8dZQ1N0I7iT*5& zYZ+crD*fnv`Uhg1ucaigd|pTx;wz4?|21i7!R}TmmfsLo8Ohq)PBa~lkA!@g-iH|c zEj^DI=KBw3^#h^7g7O7#@OC+3xfV{NXFH zeh`LyLA>4)GHgrvC1D;<2uscRf8#OwSbr7|S${f@C^YnYWgThtr^77vd`Q0I?cU>{ zeu?}wym-yEEhPc+E0nKc!G-M3Is-soasC4xcV&O=6A$uPEvBC^oOk@UeZ;>Q>Z8o+Q9|RVBXe9o zXhVDy*H<{E^N|cgeu4B+f3VMgF!*nz*SJ+i&HLImz&L;7pISMguNz>$1oee5tfx`` z2*Z5-!8{)|(J)qC>XZrm!TFn5rt~;H^evBt{_hwpW!~l57RDcW>5OW!T7iyG7VhVeB_G+Jdg7+Z5p|3+x1IeAE@7hBzE1; zaS4F$d2xP&&Yg}srSAa!`-%0#OmXMK>Hn1j{rG;fTk-py4^LqA2qD8P|1|q?;qih~ zV>mwu!}l@xe)Ap44NFHzb9&6L?u!n0+|Jj#=0(m9KL(9~^8g0o_Y;Qo9mZ!1o!e>Z z7JA@sQ2rLf>yAY(7y=me!=h^K;4q_~pdZNJ!IC9UG};G&eImBBZm3@+kbv`J_`Kz& z=M{$8N8vsY!r3>1SAFOU_kSS0Lnf@bl@MbI`i=gXFuQM0NSMcWhFLx^BzRA+q*{@G z#P<)`DHyqQ{A;iW!dZD$ren{-ecUL|A=z3R#u|$5$0c0$^yHfIIM6@rKh$u=*#G0| z%HwK$zJL3wLWuH7Dul?M7L`h(k}RbXDWXK(du7d%U6CaeAxlaTWyz9A2^AuxQnZjQ zOG0GpckVrB=F9K?_kPVhGiS~|XXbhC#Eni~Kd+n0Gf?P5gcvwIhc52I_}t^vhVCoMvDq z^+(L^I|*1joi_u<*1opU#plO?yuM2K$#5g(>(+4&1^rVm zf_zaPHltR3lsTmf_DwiVwP=FX6WGt7{B0gixKJK_3F0%_GhsLn$Nr-`o$B`Da3s)= z?W48(9GB`I1mlmF%ug8N|LA`(t4B~f*O$>|rB9@;Ho^1A&(W5TrYlAr=Jq@KZb^^P zF@>-n!u1n|^EI?T+x8W+k4oKz_<+w72Ktd+!a&czIPm{r`acVSt=8VVc}?RXe&Kw! z#_`e1REl`~A*VwN$?m14f9DS2kS|kv+fkL^qK%+W=as`qL9 z1M9*0#}00&^1N9B|2K}$6K3zr2*yUX2Bl~haR23~d+yqVd9Pvoo)UgJ`V6h@dT=q+ zQ*b=Tgy+UlJ&YkA#q~Hon&xL>{F41YfxxlG-{g0mG?(uY&>;=1w}#*PIT=q!x4$*Pn5Gr_zWI<18Iidl7cFTR7%Q z-UC<<>LX#;?;yR-n|+5!pHByWgZk*QprWs8S|t1*1&-$uX}sRur4Fc>FX5-lC)+>n z#X9hQ7xHt$wv0>8p1t5c3ED4VUcYATGGy-zOaF^yW&Rxx&Tnyk>d(HPD439-5nVNC zB)8`Yi9o2UG)%#s*GPO4JumgH%J+=9+udgqI{)i_o8P`SnYZKh>LVq^# z!`ReqZk2Gpg!B>S&l6_v(+S*`e2DvE5(D`X+JoBzJxjA*a&TUU>z~xct1d3XhCe^a zaqe34)dzX~o-pV?@@LY*Ec2u33E&?vA0rI!C!l>326-UACtEzqT%9^zk?xBNCWp`a zPkNCw_#c$lpWS13f??Kqdrqv$oeL=zG@~9i$CZ0TBn4&Xs@|`5{_X3dLQ~K@C znX#)2eD4+cHKo?fZPiFuULT)2JhxCzPW*oyxE{jndzON!meRfj7RB5jOf8Wzd3A3D z@DtZV7~&N@Pwn%`UrhadzuP*)gTN2;AMTw68rF-C0!IG2Z_asG+QS9*r}#W!;6Kvu ze#y}7N9Y1}KS$uvZ-2awTsNQ}$McvxF!$WaP9T5ezeo9__{dA$`TotL?x3GX*+gz% zgkiso{P1`aJ>GlXeI8Gy={@W8r#c7d!S-oJ3&!VGJcD+^Lw9u-v~~k|pngxA{C@a? z?h(L$oS!h%2T-3pT>|8fK6Fwl!T%Q$5Qh8)^`9{0r~hE!C;C6n#m_e>^;!!2!tp&1 z8O2P#w;rlT$S=bD{DLs}1EkMuul>hAZ3lo}tZx%$?=K0wrJuMNT^Ik~3-a5$L&K_9 zs|LdN*l~XEK_ic3&Y7mHN%MJI`1L6rT@La``FT$&*^@kK6VQuz`p2IiXWa|p`*WX8 zZog&W{E*cv3Cm9)e@>Y1hZtt{0iR{V66UG2Kzu{~5C;CDJ+O9`zxiBA`4MKknai6n z_(Rl}88Q885{{~XKf-vzFnzy6Fr&obNB+K^a`b&8!Hkdp{fN#xsq~KKn;wADhw)IqXAO?5ANRnG%a1UZKVf(t=VR@xzBlXDL&Kj5a>4r+vxiO%>7+(kjfARU*$2Y`}9({;N%i z)m!H#cD_`QxC-)F^hfiCM!&KP(q#8d1@kWMC@!kp0{H{#!@S}teY&fA!uYrz!Z1Is zKXA~f;S28Hf_#+ly0<^_wH82rLU{eDlkfHkLEcDj;JNLu<{S$J{!n}Uw+B8Qo`QX& zzX(JO{s`v}lCml9+L*!hH)z$CwLMdobNw+w5C(n3^%4g9kROD>UI;rqPd!yBg7u=mS?HiTZm!P_sk_p6Ubpb( zl*pPv;`3kZzp$)_rth_RT%SX}=HECilL++)tRE8Q@tQE4XXEpsGV4UWCa3cGLuK`{ z59Nrz7l7*z9aR>xuiX^B-q674T7%RD5YJH`2y^)mX5VKM2y`AxuiZ2T}> z5|*d;d0Bs6FBJMt$-3|S9Q*<5gRnTN{j)KrKwr@x30t~Ln-w>}{u1dS%=agRfnTWa z!r#|F^eO%T82KZbmHRcY=@iHd#}}oUrryhZ@IPGMxt~gI7S}fsVyG7&{|NJV5;kny z>95iGGM?nW!%7~Vvev6pr1w1qVQ=S-Sv*3lAL!r1-cMd8GbkJU4cafmUZhWifj_7} zgxULq0@k0^n-|-@RP)#^{=P8sV{umSr+YVAKt8zs#btGK%Dnnwvo^xtFy~`0 zjTH>v>rl1TM?snXA5XAuMR?-&A~~qPqrRyd})@rw!TbUre?tWZ%mX zY_!}O;;*Qq&hCQ{hIohLZ`yvoD(|oW^b`5JX>UVpqsm(4e$>8srIvh?Zw1V^N+KV^ zFdyC@*_^uQ+?EDMh_|SZo1gTmEZ;syioS0x*wXIR5Yu)&z@CdG&l3j!;rKTO{TTQU zeuUp!W6y)X$MZva9`=Wrudwm&62Dn{6~#l=UPk;U4EGT+-Vug)hVp0qUlG3vL%xIj zA`JRZSbcs@eAQZ54~^IB)84fKcliEe%c>R?uMYYAe!`XqgI@<~{Kxr47@kLai|p-a z>uB-6d^d8;?2R58;`2q+pU9Ynt2_rRkUK{7MGaKE^k0x8=qu766??l|fm1ZZtA8-i z^AG0!ck95&oNmv)fxcn;*3s1&7oKObFvLI92g3Y50qf89kAxw=MSe!>Enc_Tathct#+PWbky8rwrYbAbdbba; zwo@LF3H}`Ial6Zci{lTj;{4v8JgwTOO$7BWTn}MrM|!t^eUcuTHBqXH=-vLuD&dTF z5xhTz`oCje=;w@K+aZ6#_`c&#{X`}EIN%4)x6|~=3xoV4FdoW-Fg%a+?<_Rm(cVBF z7b^{4mm z1iM#+O>Z6N3-ZD7cdramEHzpL@d@R*`^WuL$IgFKWc%4Y9v5s3^&JW0VZVU( zxUb!r>A9+Dyxzah&UCBu{ZBl8?7O@%R(q{C(l<%e#U3F?FWB} z@gRPb!XQ2Pzbclm#9O7>W0<^Bf(v=zJ1^9N6txwejM$K%1b?eEi0}O+`bk(Np6F#b@!$S% ze+B)?v9$%73yZ(Q^Eh6jd2qM0^)Bt8m~nb(Q zzNFqu8y$E30s7JY2?PDepQL_|8*HB!^8Hbg&+#DXlU+f-QQwk6AFbX|Aby_}*PFEE z?KZQWzn~sK?TC54m{fc(u6oxz?ym`Rdrf*2*(2aqfMS25KUui-Ldw}2d_Bo4|E!)l zEFA6^p?^%i9sFX-VDb48u9q;_8{w9s$nE-Xp=o-}DIIOj85He@@o_%F@H}C|Ae90B(r{jd{75l> zbtK7j2%N8@{8Ai-bWOFCf&1^6|ED-vu87Fa0e)cq!SF1SN6N}yx6a(V&G#=U#m1hl zsyeWK94}RN@`aX>|EtfW`tSDJl&=Z?8SCK;uOj_oIGE@=d0O#Bp9lPVa)OiRUuG3J z#_;o$llgId>(+hd@$rpLmc zdp76;jz^f+chdE%!pBU$4EZ1G8^fE4Kk1>#JNs7L;`b@j4<6TETXcildwN>G1cgvX zu0QEb^Ov0oF$I1geHooxtIpi*5AsBQXRNy(_O3~q>wm`8tNWgqEd+nDU&2qqU_WF2 z#^68A|HhDi<9>oY&+1bdKVO{>J~E5nA2_?I^Pk-+`*Uu%BhZKXMHsvx z@|Q5gE3_xV{Qkz-^xwCR1w|_Ru<_nGt=hN92qURa+N=K`rti@U z&VC&}>{3rn;3wJ#VYnZT_IXaWW%Yu=?UdJ2`?>Qsk2kbJh%mx2~<6n4rE#S&j51A5%e~DsTv`mzzkiBJ&@_Sq` zP!s$k@{=%sA1l+!&d>1qW#FHuL|zQL(f)(sN2G6rdH$3+@yngkTQU56J9FOdqSIsM zLi|I2bg}PFnWgvVLj4i>&G0PZCt;W$`NuFjPrJDP#I;VBM)3V5VaRWBJ(q?q&cFGp zkjJ;n|EYJD!oFy$M|!}0a2)^2!MrC4D&qg=ME+f=JuxCP;v>`-aJ;Ok z!avF-ui<;;DF3Sid%m(Mxdr(ju7}|_47=1AYC-;r@s2RWBN}ht znBB|Uj_~^0)k_nPUA!`g-zU8K?oyZ!{oOT3{d2yrhXMa_e!`$n z$WPYJ_UDB8{`^|tLC1HUheLiM`QEtTT1IBJY+5$sllOZ^WG z51h*VS&r3-g~7W@g$0sxPQGdYh>4okl}Ej8R@wZ5L$U%)|2PIH#VKKpP~{B_Jsca#@4J(#*-}|Uq$}h z$lB;X^TiDQKG%(sO#hPh*ZBT5*VQZpO z8D{s1^GfP>JUM=n-^ae`^!(wwwP{cfLH|b>>S?$h!XQ7iAHs0{f%3fRV|g?|?iH*T z>C5*oI6B={0Q!N?6XyOUf7vz1MG+S4|GNeGi7NFo+7E{P1JcXz3*vu%&Zu%vp9{Pm zK^W{A=fBm_d%lLw3-BiflJzs}Mf4Kp`#;vs-VeIfw{M=gQzFo>htCf@q&P9Y4d}=C zek)Hi(tq)Jxd_sq+d99u#8qF0?@6M55Qcc6FL|CYykCp$ccw1i^(XEX_)Cnxcfuwn z`!)>+`QdsQrtf(R2!p-T^Vpy3^PTw0|1KXk2YtZ%a)d!&uz$h84}Kvp`2QgZ3QR?c z)>WZu`edI4QAKN9K8WKP%BRpkKjd9zBfh2}%@?LQ6X{;1I9 zy?L$D0-y)&y>QoOL9&?<_veM@-W?sZ^S6ctkfrL zJi-2Vb8K?4S9-UXWk+ z?CLh>)b<8@LU|G9`N+KqOIB@jJ`4T?{oB1;T9?$uKj80M-PfI?(b2q|$Nyp%_542% zhRQq9c*X12AMCyG5wxSfD?T`P;4Mv6n2+$)=quXW;$i=W_Fjw_;w#FBFyxnL&&7YV zf?A@+K|YSpKj^h~@4TtNef;9ciE;qt{ zn4VAdu1wVxzt4l~fA~W2l+9}K`-{l0lJ-3>UG4HgX&Ut}=^AoxY^VbGYqa;00j5$z z`+S7^Ak_cr!b!(XePvjEtfV>MvFo|n8jGd7OXT^;Yfi{9v)@p!!~Tz!##)bGFqr3W zg!z8*(XEhYi)Mv^eqp?Q^!CRQ=`d@E2Z&3R-|6j;lYw@$ztRC6dY9dxVeKtGfjJ8PfN7SohCAXB`KBg#087 z`%jbyVaQjIe~&HHZ|u1AoagJ0T^gPkEcp!k5A0uFZU4j6qZH^x{#O_}_uTrp9`Y5G zH(_`l=dYO4eb=<8-_RfP1;U^oxPHPw&p-X)dtd)z7N088E_y_)ZGd>`B9RAS;1}8( zYiI9+Gu(;lEftU6Z`N3kJn?X zI;IbczW)~dJJMUNFz~|gf#LA}FZL%4`heqCckwjU*;oehC%o{4+TNO(e7x#q3WCQi z+WdXJr<&bE2i)iY`iT1WbawcD-}*DKUcx2or9Irjcs>4U{fVW&2N-}q#`b4NRz12j z&>8A!D9>l7_U(2pD1!PT>eI99({2W+i|ffqe~tFgds_NE;CvL<&+vPqwsxV?ym?-ZzBE^27AHv*Q(tyNzphD@e=8&)$$U!JZcC0MtL#J z?yuAi$*_4Bmka(J>8<^2_^fp@N&~;8CHh<+rXkhw>mi8uIDUOp>Wn92k3zi_*HeGat$RWFd#E4L^KFq=8t;q0 z*Npz*d1-!6=k4z~e_yn2Tef-Y8+9|HzrkPRp?;zhr>7yz#Yb=GL%u(LX;u;bW>S`4&y3i+3@gb>u2G2JbX7%*fvBrV&`^Dck!2E$Q&`Zx_JH$`q|Lev|xnRLb z$VZSLZ&vEBDjYBf{0FwbIrG)#uB!Ncx8!?df;TTj`qGER|IdK!Z~ya69;CDq{1@h5 zgn_@P?{9;q%!oen9psDrd@FEPE+798`V+pib5zFjV9-C*kGF_ne?rewJ39|}`%891 zVA*<3e`D|Txuts?_+Trb0He!>vXkY3jQk?f(_C8M*m z+cuB~j!ziqq477KGdp-~9FI@Uub!EFEqDp?#{QqJbwsT@Z6Uuw`ykBz|4Hz9#kxPw zYk%>4=JWouQ~ZU8c|Gm(-O6)iKD*fe%?rNhcHDgFnFH7hj{n8$ertWgO2}va!RqY& zKx*gy{!64*(Nf_f=J6vDrSn+)BtHFH# z&z4tseE-^iiEmj~Yejbd{p%vvSECnNf&UpI(LchFpJ2Qt4E#g+5r*~9e5pPTtIll# ze?j=9`4d!=Jl^{-&bEb=Y5RF$L}-jl?Qor2mM8R zAPn^v9PfMX=P!RAT5$SWji&0pcAW$KMgK$?>K`~?>*miN;sVXVpCEr)qZdv;so4np zM*L&*$Itt_&I9|yc<|F`?VcW%qxkvePge(7gUDfEf5^X|AqyS`ztV>LPPpD*I(2V< zeBa3Z<*%W63VY8S;`^mve!-`?KGnXRJM( zK0$s#?HfX$Q~5r!YW6JU#y+&2mdr$ zKhiLB275*RwyA|wRTO)``@qPrwywU8a?P(`J*dxZL%!#iW!A#~Ya&0|W_N6EGI8ST zZCm?OX4aM$;NQ{z5Qh8CNKadA`x=|Lso+0RUkF3~O7l}Y)!&6u1760z-7*^PlSt?h zO3m>7x^6)t%g2P$+M{~rjun9alg!63%rBWwC~dfIWc#0efq#<7D_LPS$%Pn z4d{=A|3c~A{lZ=^+%Fr;oGP=7*xDIB}e;mH$qSf3={6DmCG_;jFV zIrHa2g&zj?&Mz97zZNPgosFx^3Q?X;^eHM|88>}>Z_sa~pD;V`6DqzNCwg9a80rU- z`)EQX^{nvxXNmAVQ=DJP;lc;4*fY$2gi4bVs(a>6W%?>q^3dP&<=qsPUop(;aYCi@ zLqrZskFt0pR5m%=J12cGHTdXVbBkhxAKLb>o&)oh5QWrtBmcE zenZm(>QA^Hl>;4SS>(Gzd_n#*Ttxh2cp}=DQ004@l>O>=Y`-s5O*rO0eOWk+FR>4y z>iNRSv1xN)zap_mp=!>`6H8w{0)K|{sTQmV_?Ru;A0loy@_^;waW1ewMESKd+xW4i z%7%}xCha`n>b7PmAHZyr0#@+YDCjtzms?6u(k*Cg>s zsD4DZpslYr=yPAm{OZ@MCkStfzdt6)KZS(B-%@{UhwqO|?4P$&{v*^-N-N3>kLC1g zxLO*PzL>)GS0m_K-p7boKE6iQ#qL|9-9bN5|1@$=Zj)2J3hjv7Yi;=GH*O~LSHcc* z-42g9uLSi)NxsH0)yIV$R6e*nXhehmK>iVC?=P@+@HZ&W4n1}Se@)YY{WtQ9Fq{`q zyVv656W>}xJr(Kc@Nv1B=MgLQ&(y!8if8r&X-!s-6LvJ~@!dN7D#X7D5`Gc}{YCxi zcp*XPHS#~WkBs)+@#)Q55kKy*d`ZY~A+>9EJG=F$qCK}q&A|r8Kl!+Uy&%1WS^O1t za$7a{1>%{w%jih)`R19UaB=Pc&_;S@CK6g5{9=eP=6SnNc`+v zQfObT>HzXZd+%KFY0$(0mOu~kw@Z%=%Oa}9_1xZ)@d(3yLUNx~$Z#i$AFMz9|BJ9o z!IH-oZs*wjKcSXlLX$BkGLMK#>nEYbIwEk0quoh+W!i>cKUDG zD#!cnmQw$&W_250do1Adb+xMPcPfGiEI4 zBer)72;ZCCc#FLsE9{nkQ^{(N573M9?)G_&P0R^*uy3>%!YqFkYFn3BzQ3fSen@(d zL>`18-`w>NHkNY!8-st9)FavR@V+4WTQ(lu$KdU?#7{Op-QO2#&$_yQM{f(DM^fMB zcs}`m9W&1fr@c2p{*3XAFx%e?8K(Lg$BT$xI$NcOw@jJ~{gGcfsZ)%d&6h&F#`sMb z_7^Bmopif{17d#x|8Tv8S^g^2xjV1oL+8y3Eu`Pw)o0|7yqKt}MeF--T=?iOcg_I4 zINyIqtxnC@YXbQ<&i7x+;)Y9lYM@`Z9>Opm=1Z)d-ft8B_oJibh~@47*N&LySJckq z3B&aN8bV#0`k)ryFR*@$rwsd%ed~^vuC`g3#?EVmgu%Zd{e-1%GQ7z!RQ_TocHcm# zd#&R6q{0m_KCX{2tRMXcYxg60=;o*&wh9x!e~HSLfJloF;^@jK_?kj&m!HMY63(6|VnKnq#oz~NH zyw%S|8OvC`PN=UoxY3}!`2G>DUq32jXqAWfeL2)W{WSOOS~^eF+R^j+=iQsn3>Lr7 zjq=dHe(C2YfENV1`PoHK>09C^$4NiX}gkS zJ$1-`(Ek(W@z(Igw~F4+yF&hi`be0M-)m%oO>I|kK7h|NO!Ww1uZc>+eD@rXFVfR% z!RW}k-uFR&5chGGtF50euSnlh5cZk#z-RvG9l&3-H^T7!qJOYFy^qEEv-^+2KHE$( z(sX`J%pQ+D*DQwo0QH|R#24ycyTPFO z(KUz%xIUwP4Rv9w#rYdy%iN1^vQz=1y%{Y!y79AeF6cYPE5g8E9G@`o563t9b=`a3 zf*bIEKYb+nLKvRM{(U>lo|U%S74}=$zpvh;srwemK>R}7?@)r%OUoDReyFg&-RbMo zYli{9vAw^C%kS>Xs@Z)^VSmpPBMuiW0{x`+!`r)GQxtz+68%Si#Nh8Ro*H*hx-&<0 zBjn#`@5Yf)qIRdm`6J>1!Q+&V%_!#i0AYw<$PdDNe>OmP#PsT{=|Df~?|{Swrk~bV zwR=zYF)%}^znoz(&nE_67*$ppssQr9@l1xEu^Tm3e7_j&$;77iUCXUaoF68FXR<&0 zzJYou%Ex5Qoy!%n(X5^=H2J!>MDEgN@ZXa96~nMz>_2Fz{jAuR&ww8|K4Cff-l1?% z&iBe2(OrSR)W1OG^ry1nzzbgQry< z?KJH;y#J2;WSGvwgoCRW%`AVa2>T11Z^$qO1-BE*@cj!MZ^)NJyAMa0gFLAnu|f&y z&rnT;duz5OK)pv&{}vKv_icnj&#aVNSabpYpC0vX*y!^%*(UO^e@6O;c?})7>-sLP zAB5q&2IWB*?t9^S2*dXX3HyFEy!W39I}Z~Mn^!g3$M+8KAL$(?h%{JZtHJGO*vfEe zvyDgQ8cEm3_gB9 z^;4l~r=A%P<=*rCyXl%S7p@g%LVXL@Yr5C|Ouk+%*puWuTxfdp&-XRsPV)MV>0>2n zrR(EBKajtspMK@ev2o?}jqG)1UHB3O&@ZHa(YHJ&?C8@DK`5we@PhX(L?{nkWc=Dfu6yCx5N87z5d2v ze@G7-kN*EvXxX@B+UJWGRfNRPQT{3ZjoPSa#l+A1-!mw^>lB$7i;@My$|_s^)V&<=dud$*BCztgFKMGgn507 zVfx;Oko9NzoK^GKVS!7>g8iaBTl+P7?|(E7FwSS4(sNn%e13miXnpxgk0$}~;4g4K zn_&Hv--te}_bUujeO<^fz3(U-oigKA_m^R?9}bnsi!k^Pte3EMs+Y3IzJNHZd5rKwC^(CZ`%#@mfIUt0Q91K3B&sfxE{N-w0Us}Qm|el2|a`%zTtk4 zFvLUTpM9UYWPw^G_%F$Q0U=>-zxMOP?%Z4F4*41Kk1)62F;-2!lg8D9|3rHp!-@W&G+^bv;s{r<*KzrpoUJLFp!f7tUZzjO%B zac{Ed#r4zS`H7HXO;y0i4~N$_Hjs=vR3j1W9qnc8`{DwfGu5y^!}U6<^{t?~coB4#`DMgZ@aL=iPI?xwvAGc-1wHFO0Q18O^jr;QLvu*lr$mfv1 zgyDHy?|8+F=RDfF%CUTAyiS12jxbB`FF4-#D1$g(mt}mt#cq& zpzj!uoOj%~y>@~uobTd%E;`9mwv4KS^Y$po^Ms+@_#aI7FN7|=D@7x&*Mhwv|6Shg z_w-tFRb3=qjQtVAd=`IWpdbA?^;f+}_CLYEdC2MWgP?wn^h|KexNi^tFUazt2|FVF zH=GU!exW>E&&l-M^~M?UOUZew(Dlxqei@aE;s1h=9)?*xgJD0Cx9gJ*uMSq_0X=B1 z6T|K|Uli1UYvcf!1$I4QN$ zgrh;@Asz9055 zuhRNzdW6@H3A68m30XVKe>^Pvk8E%q4Dv^P^+@b*w$J+|od5lURbvQGE1b8bhx~q! zC+-KPHDo8vPWk}Gh5YvHC_QIQmro!MCy6`=!}|qDujiQOrd3WlJYVs2PkHkC!%zA9 z#2?SNt_SkAPXl|#`8|t`ns@b519{W<50oxsOh|_O2FLRX-5{-_I~D3(*zUF3HTA&ciUw%gXQyqK3wl~rOwAz89PJ# zME#q7CUd?kt&XalaFFyu?9--Nk+v;OpbDIsBaKOg<~%#)W) zLyW_~|KfbUo$U0S&pZNtpuhHYnYp!F^BKr@a6X3VevQy~)+Vp_7l*+7_`IK%%Ua#N z!??cq8J1n>;T8cH>GSjHceJym`22dLME-<9o|5~=Lc);GVt&u?ev%(ySU<)uhUxz} z`17oO>9^)Y=I8B$lnxVr{R#)X-ST^$>O%bg8zEuHcTrzhdl*~K2brjgzHTb49_#n} zdep52x1m4sWA^aP9e!u;gm{Yk6~bW8=wAr)`r~Zt)OR_K$6UP%%++!b|GziZs|dsQ0I)w{dHVi@aL$2;`Hqh-fxRJr<|Hc* z&RpaP^;o1g;DU6f{ozWmf5daUgwALb{f7C>B=R5(`&E=b!*u^aNSN0<=5{}|=>3kp zAYbGkVc5^0KF^)nt2JfvNYHmZ9G@^dpP9R~=x%ej7Kq1_u^lnwgGfKMv-?Ow!cadz zePhql|JMoUo;Mrj^C<-KUCf{64Rwokl=T4n93dH>;d08C2}8XW=_kzVae<_4bmMy9 z=2K3fUr674wfGs%sxuYYerCR2KmXDv{kVP4A9QT@rZOMskNE&$7$3)*KV#Y$*>me) ze3bwEkOu*IB4v;_(odM@mv-`cR>FYY=1gqM0_~AA0`a;oNK#c!vomQp#LQd@tfwucJQ~j zK57U4qdlKCFlJ;C^etiYxcCT`s}>4&={*Eh}yEri#x)P#+eg zv}?EQ&~DHN)MvtS^uDif;i<2lbt>ygl)QjaN?VB`ibV zGiT4k`3kLfMd;gpWnDo3k)J}u5I@i!gvEbi5AAN_^&jEaEb?FXQ^oCN@dcl64$DfxzK~x_y!&5VGDKW&cbCYYFw|d=zl5Pb(odN4 zhhdg)FG)82S$@hL)`#>i?YmfE;!R`tej3VyFxT&;E6+a3E*ql6^3P>G8hhyunXhn! z;>WVrX4Zq+N5W!pyyey=_xD^g0e&O>%a6xyn%Zip_=@lfDZ{5VMJ_-u_Fr+jC0uQ7 zE$3gjy{<*-*vGJc!1aY+-4T*iUI*i${f6f@F5cDWIrvwhgdc<b zNzeaM`5dNg2m8}~lJ&15>_qiBhS~mfwc}-Tzr+x@pM=j7=J~?vM+XyL+*RTF7BTpO z?X4Rl6{wHvM($OMwwegfqd!=;!t2!KlXtm2uUq-&{mc{M`$MSzgkgR7 z{Q99YZ`O4=2>082OZdewy$>YZ&^>U%|P0eXXpYi-SH<+}nuaQz#yWvVv>Ojn@q(F-@a2pkQa#OLLxAB3U)j{IPFH^b{LSv_4k0M>*0 zu<_N&GyipL0{@TtN*MeVj<@OCuLrB^1_FPOp3U)I)qOgrK|Atib4^NQ%3D7vW)GWd zH;(C->)sVSMDzR?h`m{v&U~{u;;M8gpAU zH9HmZb!sm-d{?_}Cg>00mopQ)zp~)tZPRj){c0!vJ_pK!Fyy1CZ>*i&_uLloQ89mG z7w{iQFJagpAwQze%^GA_|C#+?w=lY5$iU!`T%J!xf4Z3_Ewvr|@o))$2!lT9{f)t1 zu^vqAppQsD!|Xm#^yhg_O&za8K8@?&u6xB{lEycn2m9~vZg|sExB=n?(nq*m9mBJ~ z`|OPue?J}da|dFGw`gBG&dgNQ`mYZ1JLJ!f3oDaFJ9NPRHc04YnEoGHNEq}N;~~SI zY&?3N#j726f2;b;KLO__NdHcKqa}$MEg&D@0nudgG}0eX@BHdIO(di`hqO6}hWrQfX@=?liG>Wi(R?vdE|X3)?}PdP zt~bUwytL}!1E3%0iwW3d)9+&x*eA8mo2?(+^E3EUq&H^kq2A>W!{ELr`iGdECcCD* zu4CVm5boAq7Q1p#707Frgg=B~eO`ZKI8Q}-sU7qg*SFgxderR`+u?i$=i40+diAF2 zQP4l6XZPW;9cF}uL4NfQhW#4hI}@;cU8K+R-92-h*Bi`|gY}J*te3D7i`RsC zKC>re^py&Y2ySnCT0VSvDYXpFqmdtb2Y38t-Oh%`!@Z+>jauL(uD3Zz#%H)%%J6Rt z<6}NU?Vzt1fA-q#yfh|oEzoN&=^r~_UFWdv%VB&Rk1)Rv6g%DA@3j0n*dHK2W1E-f zM=fvR{D~W5ciup=BiG+JcZG2C+PQEZhxQ-mW$@5vm<>NaXPCvKIG_K#O}b}8zJmLG z!cr0BA6R=0*%M)T6Y{5VOS(?}y*&!<52Jq}4E_Z5Ic{b7YumIqjWhUtG$F(1>Ao;w z*pH(=vvzjBFYc@U`#1Ii*pH(=5{C11^nd#{ed^`#I7P-rYJh~F`>q=5_e~OjJ)l1z z%;OJXc)u3uBh2@w`|er#?{S?4`%koQhUtA+Az_Gr$X|w|NIv_85A~bR+z0=T@*)iK z#rgJE{3`NKsF3YU?eU{eEPtT#5%goOgnq)1U(Nm-L%n?J-x%y=?B5vX>-RT?{V&pY zU|M)>kkMnfkAnMKhL6$x0)~$ezYfkDdHT3vF4uR$kbfh;4_(puJuLhO?JUR0$a;Z4!1W*AyJLld>n@1bI6q++tfz!thFSfXVOBprA~Oa4?4b$b zH_GFP;qY}8r;|WF=x>f>CIo2>Q-%0}=k-AQ7xC?|FTeDkG(3XsH@Hh|fbL{5ggg=tcPwhV{^R*beg} zzgd5F|0i+Slbn}fiy;0ZJ&86lU$3O}g7L9`;`l`2xnDsLZ_&OIgB4wD*Zcy1FOtkp z81|pIUWVCy@#8o43<}*K{y$M1FRA0i-}|!efWG2K9WLP~VVLjc-x$_w|2GDH82yc* zo{9T8Hr^xh$Am$CXdfxRmXy6umj-#@dQz`8&R90K4%!VR{CPYv&G(KT?F0?SWN6B*onG}@;ptL%r-kMt%=g!)b9Sw*(O3-kJ&>L==Bk5q5~px|KI3s| z?C0V)5O0vbXFLx*PyZu;^K#4&(nEVkolUTV`x(gZ^oPN-lbscK{WW8*dQ!+tIru&n zj-Qd$PWiX(RG#l;Jay|dT69&3-scpaowK^?wXY$}hw@>V#jA4;EtAcs4hH_9ew~{( zbMSLz3-G__-w1>LV*WuG>;d^n80-P*WthI#Cp?$9XJ1q96WCv4`}whXSM1*TaeX=O zmwi^X_9?s{gZ_swm+$$QQJIT2?}q2me$O9RbzS87MWrX{*ZJbWSDVX6@_hb$&CSN> zN&)B#(sv>2PyIHli$E{(J5x60&fw%{T%R&SOI#N=xWoM*Cy722hV!Ul|KLtk-=}ss z55xKeVc375{Mhr|NuLQr{)_t~_WVOe56%zuSCmiYn&Bqf97Y4b(S9=XJ_J;65r2<> z=&!$dzje4d*q=VqhZx#1K4l{2@g}oj-PWIv#Qz6O&m#tXrTGZ6`wp3n-v%l4TcVsr z^2&T)y6N?`{-E!;A0-UuMd&{W!+5AKtexH$77}LPZxCLTR*x>+B7T1y-@hRY`vs)u zQhoA-1r__jzoWif)~ea}EBFD>kL{O#JnS(~lnNN1Ck+0L`eQrP$55ZCoqf+-cxCL4 zrY`&cgZ&upR~V-MV-sG9>zQ=OCI`-|O(guy8mzbR`~5(Lqa?p9vp>1jK~j(}Aw5^; zh-$tZDdX|)>YWK+TE|S{`p>fGOW9@ z>Ufni+>fR9g$(1C z=O&q&+aO=;pJOCjoBnPx@CVnQ<6ziicoqQ=U_$v|;@i&u;WoTR+v}H2a>R@P^x= zc#EQEP%p%M;6|#|pZaCu_^?&7e!@JS-6-5FRU&&8{3Wh0H}GcswEK6#KO;YLj|N%T zH@|@AsXh6|J^7zTTz-;wCE(h@j^)WxVL3B4@59klllb`y*dTi@P&_8OwG<1)4p)cf@ z$nX5C3j^Q#?f{JR=0C_CHF!v87>~wB4Cin7{4KXRRs+1&@c4Pl-`l--n>xJjiu4i& z{^0Ys&TcMDe`F5&g7UsSz-CeU=C0g75a#vw+pA@Yvs6{UeyIPJiH&Wm2ZQ{OzS~<4 zj(N905%inzfiBnDOReDgej72I=V1GtJ?r+G+;af`KsdJPN!Pg_V0{?h?jYv-?K^cn zBE6PefcLp^J$Js@$B(rZ|34Q!|2ykSWZoR`=cu1|5Cea4y$rMaFa>IhcB=R8!t1>S zIw|L5Tw;NL`z89ta2m;@V32C})W&EfXX1B(`O^;33s)FolXw27pF<@k*>n|5lbaWfPteCWKlsBmC*3wPS`76_v=72kY(Gk< z5Bf;+;dl@qaKA$BpnvFJ?kf2=>rX3`>qh!R7}kU9yX%~unextI8pX}sHUjHJ@ zypQ`o5&_!OqDMzYl6j<&wTXJf>h6x}!7X2gt97$MnV)G^BEW@hI=b zhjFUKFy06WzXPpolqOa6Q zR9I#f%DxvXES+;sQ0Ltpvt*NO;upC0{jS^M=J$H;sKe}VnWCKl(txh7sO>VMhHZkx`+ zKN7L;V-V)@EL(VB`{_U0a32imEsNCOCG4#M@q@<8X_`OLOPBY5JTKz?@KwJ+eyG2X z7ixC#jaLMHLjDqlc!Tto8y36&{GbN(&`0eX`aJdMtqAc1@86UohWjlTzX|jE zErg+-Mb964sJQN~`2A0`uX4m-@2Ee7VSj<^DbMU@J>v6epcna5-cT9;?YIt)hZPy! zW14CoL%kjOQE{{Pq1UHB@_10$X;7ovy`%hnJ%-;BJ(a$#1Mitm1^Ce zu#H5Y2?IYdUnLCuM0qpJ>VH*=pMM`PS;g-!RVk$7>TYE{<@tE^g~T`dE=G_qV7^2c>;d^t z82kmwyZS}1D|em*!FY(DYDg{3zo-KBCR`80e#FnGf*ZcmKY7D^NYB$tKU@l{#rOFz zUmy(ji{m|OvHQ~bY%tJ+`%l8~JnB2cZZtl_?EV*Fpcna5qqMb`U(XKQpV#bH?()zy z4!*B|`#Xl|`;0<{Sv|U@y5`HZ3VEKN)x5kMsrul8dM)W|?Z)BWubw5t`8(EA8D{5s zwUMo3bW{3)e(Oo}fiQR{Tt8vHzpstY@SZ-qKj=HggW4Qvy}_HB!G9rt>iTFVbS?-` zV)j(m_rZ_2b#ahSqkYtkuUK;O_cQPp$nUy+`l=p6@%cji% zhpWtk^Ezy=e`#&Y=Mjb1bko%F(IM2ZKyi~5+;~YMM-@kZi(!RUR@8in<5r1BeHY&T^QV9G* z`+vD&Pg+f^GWc`!--LO7$}l_cBh2;fWo*g5tbK>uy&!sC+38%FsoRCur(U^f9V#g^ zg7u+%UPpW{_szZp{sQrvv%^>E4_gQ4w&?(nlEX zSK;~z^ZildoIJ-KKM#Zd!1l)S^_$LCT!;1H_>Euh7hG?=2Kx&f@7;vMSr1YMLA=HO z?_8&L>AU_ew_n11e@htrHS+siR6$ic8x$ce>mu$2}6AX+drJx?UT})1N=jO_aXIxhcsXSl& z|1X654p?uvP@CW1Y%;c&^;)b3>qUB+Y+ie8G~5jH{e$^_x5;m{;`gUtl|>}aPrdDS zFF4-H<=<>4J;K1i1LTMEHBW2H+1Y-GTp`(a^YohH$oJy!aiKmChI%jBfAj3%@ylX2 zDSlwjM>Omjdmxk7bD9zJ`tWD-yT3P16F`20>;E#rV8cF79XPK-etmHd2+)l0raG6k z6P`}Ex>>C^d!8`6ANA$QQtjTxD&Q|spT5*R zf41b}Ch&(uUrYOsqU>J~KM=Plzfqo?a2e+R2lM=@MRQ8T#C&IXew0KX3G@09VHgkn zRf}G|-N39(JifJzS#jZK?rESO_bV+8BH@H49mOf6Z{HTIa4;KxNtxNtw~FVcPd&Or zy%_oT?QP@6vN9FE{_nHXPK1V4!}!?#ecAkA+tROG{)GAW&c0u5`Ee`k4m^+c@cp4z z2c1{q|EJTJtcNf>kNp1L*hT(+_c`!B9gY8|y4*W%Az#mr(`!E!-5dh`7wwZUyg!BY zUBaLrIN#4+J;ST^S@HWDKYvVLpj#vM&p6+&-BxR_JNfhd(65vt(SM2J_oJ!3!KQAZ z$2B<5{0DP-eqlT0qe$FgB|Hhqu_o7-hU+w{KWi)Fsz@($Ns=Cv@h1q z?uWM>Pe`0*5(@1DCGsE)<6*u+80;U%YkO&ua^}J>X*FE0NUBHWhoz#??EBRssibW$ z%GZj&HzBcak@WnnkzLot!u=P?^CIc!xSx7k&dKWFen2FhU3jwZ`UK#ggnp5%!P?AT zHCNzyN&S~$@E;O>h-7E38rUm(FYL!9`LRg$TJe{&!#jh%Qu`~X{0BXPA^*eqYAC+}_q_|#0 z;~#kZX3OPXz;B7Yi{x&MJ8)vBFYE{D`Ns$M)?fC3Y)hgaB6&>*GvldCARbBL6~mxU zIG()LvMq_)li@r?vfmNO>y{J;3eJH2AV1|T3bQudlY{SV;P~=0$A9p@xgGL3!Uu*A zthrtd`)8W3F}d$cr*_OfMe>MQJy0b7_2Z`t?fbI)fMcq6ixiyNy*KE*9iEru(;PRG zyr>=cA=&?k6r5demGu&TKjWl?--IC^NWNFk+CiUieG0pFw?BO77CV0sDN0rK+cK&_ zaX!(nXt1~1G`SnQeXxrV;?<@orjszYYZ@)Exfj`OMdIxJjhsif2a zTyi z{3Q(h!1Z-BP2L=;(gyODTM``AZo5HOjBkwVHW7s&k+ogYmO2ws*eTDB3q=J&cF#UAiUrv%R-LneJ1Fx;)8$6%ic*^q_wt4Eu59ua?;g zhYhQel$m{K`JLNs+NKKYL-}j1oTa_1VYPHD&8L;p?W@(MRFD_Wua#;LAJ7a)}1QlN|nS9hUx#;L|x0OWPRGrWBD$}Y`xt^ zJ^6EP+h(|*hU0e&$&%XI(G~8e;ra=Kzs2=+%h=Ku+b4|cQ@4_54i$UlpPS_T>nu+ zKMt3+WB6=J!@Gft+R^_DivFv(d1u`a@%;tVKf-XHhW5bPsU9KH9WkNbbp?*?3d*4~4H>zlqaac!| z&x!QHN><25et`Pb5Xt<6!M@PG8D{wb>)%N7)=NEWo@4w&u@|F{Fq1E}b9>Z#HL^4& z(SqkkJ!MzO#R=_TKIDh~e}==u6xstlD1XA-f9o$EwQ@tV0jv)7TmO){<$I|kFutCI ze!_5{2jc}{$e(C@>QCP@6B)G2ZB1I)9^{Mhn&EO9-@wJZY1005xSxskVz55rKv$=G zVE>Z(u81(iw|_BxUz4>%evA4;{ULus{u;VR$~~8s;m;F>`?1)cwbS=iMGU7BJ%++{ z{vA_;)aMbshKtkA>=|mxzW*gMT&r`OkLa9WuM@376 z!o3kv84(fMAtYo}D& zVIDsRs`eY9ZWO}f*}&fA@>k#cg1oW*z>|5ioi!~WpG5x}_*VPjE7%`q@l$7UhR^T6 zHW0r}#PTQ1_5%g1{3+>E$93i$hv*Q2R$4*Iu{s)WcAq@G`fPXRAi}<{TfYo>SfA}!b zN9C{{jrwBk(RmK`J@A9{=sE|5Eu6vMvlZxGbzRt@)*kv3pJx#0zMqsiXow^`KPb@s z;czJD%2-%0LwncjwsxbFydvB$L4Nft9nF7C6uoDAT1-D-koSpyG4Sj7FNX61$S>6g z`xeiK1?+ozZ%m+fKu&RQ>kP0L)Q8@e!-{25CSb3q??JlRjY>1*q*%T+D7;nsoK+py z|DeOg=DuHg0zb(Apd+&skGR=^ypbRM)jPj_U%Z)}#}epAIR&0@kB4}U^#^+|FAA?Z z3hQlHfAD|x7MoI@!}sXFgkiix`4g67<2fs*|C181@7Z`~U@mlQ{E#G1?*|DC);kaQ zGjkR@e=aac=^psJVl4L;gYS12D!kYS{E63x1%{!fv%=4a&MTlk44<4IBa^!T=5G#S zc{7}V`=;M$sCU)<^Du{;_;W|7nJs z_g1s}mx3X7yZjn_TS0&5e?wv~{Mx$gv-Ah*k1+J#t{mRWM|n^=yH6-E4)`_W)b{;c z9>#fRF7NY-2mPabjLVW7(`Bn*e8lm4Xr~ONeo=kEzHmGk+HJ=66;fwmzgAnUAHooC z#rw$uhP`mVoMBkM#r%ZI;r|qo-=U2%im%R@%ZAW+I&A4{tHTN5FrJ%<+b0b99oj3y zY(6sV!VZ&&>FMB~=wHJX9yOer9t`}TJP7mo%kbb@K}tgq=pXen!eCq7m4WwU+!-FF zT6iS?BKtoD!3g_q-F3Qlfc+P$ACuTkZP-T82inI7!gPLGFd}tMnr8hz=&!$+eun9N z177}=_@{EPUzGodxBHY$)~CUGDb9~a?wF!FdGb6se}MfF2K}Kv7^eMR!Kj%X0ygzF z27ki#MpbtBbvh-V=bxk1I~V>i`3&8#|jPRM?OsOCk@6jFz1HGtU z!eD>x>cjYh{ERi4Q{K0_BWS>@6kWT1x$0Z7$JH;4C{{z^PUmaw*oNAXZ(z=Zw~zx{eL;GFAxTPu)Xmf zO-jB}161k0w16=0fBfZhL0`Y$QWHv6itT|g5P&wo;Xnzc| z{Dief=P6lzw!gwL?XL^QKM&JPTk(~x2MQ)QJ+aQdB3kc4e`lE1GX)dYPZ;X{BLLnz zG7!_pa01DjVJ5E$XO~M%TxSaVOQ??t4-Wn?H7N)FP+o*#eT;DHu;{@fCUE^s3<%3v zwOkGMKk@sCRoW$^lOBQpi}zy%gn@qi-c+$eaKQO;h(G#b`Upcg#v_KkY5k8dj8Eua ztbAd64Dv_&Fg1UCsl(@)TwbPAE`|sqMC%pe^FRVqt3~_v$qj_{cC;VUn%OWb9MJg#t@&dJ;JiI-zqRa=(<)=qz3JyJk1-|sJ>J?2>hY^7~W0% zOrECR_PaHnod*&S=JAySHPV=+y#?_RI3 zpf8NC7Cx#|^fgQ+ezNjdbBF1D|3W^F^jO?aE$Rl&@aYwhGVF`X&xnAI{)1d>&Zy}w3z+ncMI(yUZFf0ZX|vPL%c-# z2}67a6NB~lX;m31K|9@eJh1W@SG#w}dp@38tIz&1M@Iq1W9*M%mcLm$A08NDGaTX* zwr^eaa_}!>Tb>WwbQ_eJ?$I6IJ3)Eb+`MQV`{sZ7^Yle#axw~$Jibj2{Nq*CUG$zT z`or{x*3Tt!+F(Bx^)vlNL`mPvqW2KcUkO9J!TxP$m|ctYT*vl*1h%st2Iud3z|K1e zY}YEM>1Doz{RHISHoDI;!^8-XKelI^Is4D`Mcvu{pTPF<>aG1YT;lV6+e)9`{eATL z`mF7*jMqE;&O^LGea{Hf@GTki0@kT9O^u7DlEqVudc9?lG|zwNzn1>hax z?+LT_(gX~%^}?Aq6n#TGIDkK6|8^aXUwoJ+2k{o|jbS$4*-d_xJgZAM(2Mf5TX>_X zz`y|HgYy-_Fn_}Nvt8AOj$Y+=fqqjlJq*7me`lEfKUl!9C&|~YHmvAbSJD4NA-}V( zW~QsvyTbY&+Rv;Cg8{WeG$7wb`y@2H)(r66BL`4EQj0P`2Z?EIjBVK#oT@0tJ4^M77BZpC+yFRl*~ zhW;_%AE~8e!iZ$ujd9B&v3n(F!%rY zcc(0TdRB(V+xZ`lXI1y@&h3q1JF-8*Fy0{lgkk=N@?YT4>^Oa@E98&3UPBo4gY+`Y z;xEH=enPOIx^h%6)4yP!NdJOn1*48_eqdkJK4ORu=>H2f(q}pz2!-(l>o1&r(Nj_D ziK>?j`V(Qbg_76A{z4eqi~1LXzQy~|0#^Q>=2Hx_{CDAD|DzL+KY@G;=~=WRrpdDN zb%>W}-;2@&smBK8g8w2tiy8_Z%X#$U@o2H+nvi3Uzd^o$-!JYO8QgekHej^(#ae|n z5v2+L!#!P2EVvWG_d6F4-!`XP?IdpRizoNFD!*bptcRdH7O!>?Ea@fs|1z{!!f;-# z9ftWU^^f(zo{`=qdj$#o7K+XjVtWqVr(5|PKMvy))_2H`>Gq{}8?4u1eTUY5eH&wc zu>14^$NATM+^el2UZOl4-SlVfp8Oi@i*U#<(>BlRaDTlW2Kz_;9kCqri~1uB`w4_w zM$~u~ewFM%^f<}9Z>!hr0rEk5oD!bCeWDJAV z(p#FD9X;itKGL^rxU#;=g$}Yki2h|)3pHk`{s;Dg@^GH8ymMwpUmo9_J*xvcX=y@! zgz|S@8~)a5^fsXPsF**(;D0z?5r+7H;|;^5Bwy!UkAp+@m2iC%hVy$!pYwz8+O--- z`S|NxF+!-H7svJE{4rCncz&}|3v0ijf3Li!A0+7fu)w)7xNlgnjGQL*=OQ!EZce@& z@Q3pw7rh7_pCk`h?-QT@6foSM+9M3~p*^^G$mTcsivHgK<>RtN(EO*sL-9SuGs2K> zv@7TNj!VhPEm65+AiqcZcX^|Au63p=oIgQ+U8lU(O0?ey{xCo+PlkJvJ_+;nIKq;# zqz{Hw{$G1+eZ@88dF#)l0KQ)DW~irI=z0X~1@-AR^SjsMoFx#CkRG>h!G#VR3fcK> zfqO(l-`1H&;Jmkmm_EW_4;ar0!~F&1pD?TkVm`&nyAk&2(Nn$CuOQeD#_^pn+J{U z->^L&N!4VVd9~8J$-aGb)%33WpM(7@9RCT!XoUMstelOfJ{~n;1|CPiey}}X#g-oW zcjoZ`mV@%*K<|st3aSdRTxwk)GA=^2*bU z_d)E84F>+PqJ7@@)4Z##}Y-mKtA{4wl9-wSdVnOu462>L~P6htUGz0 z&+mlxo2!mJ902sAJcX|N(^RLFfjkK>Pw#PESw}{P+7m`Zet$Br3!Den6WfRI=pkQ~ z`|p7sj3{d zEbzZq_dwCY6Y^)I-@kRzBkAu7e7$A8!idE;RJOo*9qe!Ypt%3~tIv_Oq5A8m^fuWo zp8)zteXMucAKdkfvvd;4XZ^QDIhTL^h4a~{AHsb7c!PBPxT0aA|4&4D1W0A9&bhn+ z)}K+n0a`|#5@d^DzX-o44E~4o1WYp9SD=0aEFGdC&6+_z(Iw!*@v^gn2%+>E_@O?+5>Yc!l~3TzjZy zlCu}cm+;*!vzJ-^VefGXf-I7)dc8}MVf&Lo>%%;UhgLv-iuS~C4Dm-8^pE@pwZ8LR z@LzX050C8!572i!_n$kAXUK2xxS&z`&wGOWQ69l1%5R76$Y$?{3pO87&vM@Sk=^%z z=W3(m+_l_ce*pU@4EBrmw)y3?#=RFlD6sQgTcl3praljZ`~c;@)v{Fow7$O48FNj}>rw!A3W(+cqf<*_{}WWngXKX6_d?TcYL z-!9m3XPeGO!yLIP>Tkz4pFjE5*I<7N^%bf%&HwYC5}41RzC#VawD{~7%}0^mok_J? zio32UeWdzf{kQ$h*q#UTN0eV!%$4jU-&Im9{_h^qU+qpnD7?>!`rI9)Z0wb*#qD?Z zl@qcmZleDi!v1%E3K{$Q@)n-|?^)O_u1884*eB|9kML>S?eY8Iyg15hPhdmVuWOlL z?}QKMTs^(^Ec{B-Z7h#C6SU&TP8E+Qgu$Q9|HVKbu4l3O4J1!i zpYE3k2y=OapBLUT*rut#^4aj~*)f}rHbK5e{1B%1X9TRA`Tt(Eex0T&z2@t4C4Wgw}fH5L4C0L6(k?R;6K#g(b5_H{U*Tq zG-?kq#1lO4xEC?lE5=j85bue;lWWJU*|HGii~8Jm%rrc4O%HzFZNK;3)84->!+UR7 zfB&_O2Osyo2kV*G|NeI_&on9vVZROeizsgW_Ef%^-FFp476nc`c`$~LCy|df^fxz- z0*w4I%+4ytd5M<=vtMmUPzPe6L2-`xMz@pCWs zzKtMe!9mBaHg8~k4d?%afnRK&FpO7dKZLn_*!L_R#f1I%^X+n@(h=$}rc^UJZh{uj zi~bzj*FMqm;z*c3V0>Vh2x1*4o35<#1^!U~gn>Sk4`Dd3&<=yY zBENCQ`Ln|-3SqoJ`Nt)7vguno2*y98CtiMdnrT)#UvG$4ES&ALrX1vt`2b-)UnZ>T zLH5t;H;}woIlW&dVBfR-gZSX=FX?}?L7vEe{PAm671;?qe~K?yRs2_TuKW|Srvp9w zR!K}2y`O^T%Lqe0HAw7Vtb97nR~TMK@*oWUhw>o|^D)#XVHmH`eh>5$w2tZ31pYzT zG&Az*`8=4vqWlja26_q4liZeDkO|`n`p1F$`jw|@k3)Q*_FLt8xqcrfMfWKM2enhy zA3Z7hze$WA2NSII?0bpMXQRFj-ncN!{D^4%j&Skj?|0p$AReH+4kG6H?jikF`IQ-w zkZ+@Y3B&k`^dB0##eMJ0o)BO5h~-5X><8zMguyx4z4dxvWIz<7i5O;{84I7H_Y+($tBN_aBYp|$A%*YDws*vJEa zrFr~2d{1cpz2c5+CDlLt%3xB`mrt@kDIOgzJ8vKv>A=q?9CA{*TQc)lpcL&hBpuj%{cv@X#^>`NBL2GK0i5@ zA9Z4%=@3{CL-{jI|DPow4Dkl-G07k_XW-0_@ZJfw$M9l?NBFFs6`KwIhvQX}_od49 zk$ZUm$H#T3nE!o0+;>F&3B!C6KFQ_@?sG%VgFhgDgdu;z_L5!yt2pBQ5bPPtPjy{sp;PGxkB(A5y#f584vJ^RmU%Y`(aKb)#NxO3`7X)fPW-?F|b z++PXz38?<}!k496?}7cHzn`9FklbZo4ve>0e%ku{I?08r|A&iQ3hUF8A)X?=XVj%O zZ@=vZ^2L1Q%(nNHuRrVX`x$5cglPwr`SbCUVIj4DR%)Qq-j!DHJ@$Wg>w}V%x3+x! z`D}*6HI>er_<9{-9uLlD)ayLHt_=JmJ!e0TU6zOGsnm>B1eggNY@O~d*kT1p?hQnz5NV(f<$08REh`-2B>Llxt&HF^} z>0|v=2l)HxwOU|rI6f1G_=5DNrmR|G^7%2uH{>TZ$LN*+pV6@26(II!!ay&6pSHWe zaJ2g|zFwGi=5@18iv6A2b0zh3<$1n- za_+{N@P}1r_;`}uJKC*a*&M}2ijV1z<08WvMfd4Zp6Q#Lq9^v0h5pf>(+ifr)K8rW z{A2s+@3J1RS^9*JH-x!=W-R{mpoeN1tQX?<472+~=Pl&EEv@r|d>!roeDT2n$wi@j z{p5U`^~?2Db-aJVd_J3%Qe|n>=Oyru<4;!g9;ZE?61=^vza5VL{o)AYCGwL!bhOmQ zhNlYpq`wP`%_DqJ7VCpB*f+)_!m$2;?GuLgVvyboK0d*@3ZtPu%HzVmHT{i$ zU4;J&qH@F_PbxoP?0;i;Fvt(-xo{@2e2elTn7>l_x6)g=N@*&|WPks)-E^|r_X*+$ zo@XP>=Px<_4G&jKMF78;ALj(z_gvR^9jAvdpU>o+z9DNNI|$Z;P#-yMM&V`R_Y;tw zT(i9VE1lLs{)PTQ803rgOc>4wA%BEn{73)D%~taN+V~Lkh5Y2U*1O%A!3le(u zUTMhv4jP#?#Gi}&xPjT!wF#z!Zyz8UUB<3C|;--P*o$HgY+-SN}j0mgiS zFz|=+yyQILobLTa|HIoZuGG(%4*r4iy%cV+=z_8(=wq_Df5JdtyK>MU;X|gUGDH7& zALmlbIZszBQ;7E{-^GLN(eqRfc85Fl&8Qwdg_A38ODUrGe^FO5b+OMISGahz@`5EH;UV8m1SaLE`78>HB&?ydnJG>Kv6b2f-c(i0!2S zF^pdrp9sTvkM(b?zTdbsW*^8G`@fO)Zc*n$J%N9$&u|vW@5YyuS$_Q=!ue2?Ct>bC zg!%sF&8-KnH7|S!{Gh+yeEdamfQKWz7l!!)VTcFl4}?KJNFS@u_8)I`4l}VB*b(dz z+q;#q!1vl$4~TC#zq)nH@kw$+8|-gmd?_?tx=Xhx65N1ck1h8onxu-bcjsAj07PNH1X?j|*R4A3oB!3j7z_zpa{SY}2_KZM9Qli=5I*Poms|R{pwnHK3Qb7<=Mc>zOded@+-2rv47)i1JD=pTNHG7 zR!zJtpWhYj_PgBi-bN`qvX7!z{Y=Sx{(n`1qU1i$S_+gvUXfyXGR)S`2y^)mhWsA& zQ*_z;jM`X3IG;-NAO?C-pHvR^fbrt4!)TT8PY1ytQJ#03yNtehcRKf$WX7}sT- zKg1I}|Mn0uC{C?zHW0^U@4CI0K_~<}pryj#=fIlj~qjxS&;s?y%bM$Suj7w?;qO?zwpOe0p=@6KVg2JjIe|q$?Nf&w-c8Q=mh?b`3GS>zCO_m zj4K|g0rX=0dg31UMltg@=ok5Wk~Z$q*G}`nAE^9JWzA5Je26EgkEfl!g)Y!lgZ41K zGwee3hAF1Mc!n6(3)_|R`QNii&RZKcw1B^${+~VD6f-_`JIEjDDVg&! z>3ZJ?kQdIk2*Y|f%9k+Dr&u{VPhN6B_qTI}BB$s17zMc_Geqa<&_13gzV+GnZY0DT zlm}t(mv-f#@Ah~%@l)EhOKf@IRES?_pQXzl3tn%Mg!w+w_d;E%Z$Q_0pntH~KL`W8 zsDHwI|Bx{7kMer4^Q?QfcNTK&yv>VjU;DJLH-SDXzgg(p7~;itxq$I~O(beD8JrwUXD1ME{4^Uo1bu zQnScD3B!C0<;5_)Un^jk{y$Ri#xJ{CuG~wOtzW-Y+NylIOF8HV{r%lobN|zqQ{nwI zly8~E=3%Y7Me&=kfBzSm^+R}kDMJkFRXE<1ts#r)m7QTYP=8qH@jV z3*T*FJjVJJzh27QmKX#5cs`jh_z#x9PwH;dwd)Hg$N2I-dGDldQKj%c63XNKDcg-F zhS_j>-rrKFYtlK!^WXO$58UwhGaBpzzpq^S_hSF9qWceMZe3hmG}}yWbRmJP0SnJ*f!uwgq(mcD;n^#8nsPui6K-l)R)`S^5dw;tYEd_1W#IC|e; zcrjq?zbarw+%nrxS!PdFpO?KpvGNPpAGTNBH|kmJYSDRDtY5t_Wr6dT5ioy8eO3EO z{!kA*0Oc4zs&lT!e7M!DK<_yVsxLcQ_p?|F{*UpOFpMu$AIo`uU!A}DO}_M7c+UdI zf5ISNlsCgHAE_=H8~DXzBiJj(8^SREB>J!%;sw$F%p_#>6-TglJkMH<7~&_+?-^$M zLxf?xB6(2#0j#~}9#eH}qPYI5-v;#XnUw_jBG#{woYEy>)kaw>{J&-a!z_N)43ZmR z{UTj@E74msrSGxxJr2WuD1ARO-Rs=kdWg^C#qpwsF#W%PfZU~;_Q^22aJpQDcne=!~Z-ve@eiP>VfuBsKdfXiPnBVvK^y`(euKp$9 z7vmXW-ajj6_j_46yI)Qi><#U^ZidpmnbTi_y`%ltC6CP7-n0kSr%|4SVLt@@>2puZ z=^qtZA)ml_N0^TXpUs|h-#WSi;x*rbI zx!D*fgnS(RyhJ^`z}*p@sHsn)ZSO=VUtYtqToI^w*OVD^8=;f>-c$#uOH)+4X!u9ejk=M4m|U$ z+-$xy+rK6Z@f`VS^jy>Vzb=jtKXH6&^m(Atf4Rut{l)%57}o1>|D7<7@AfPb1KW`4hv>Y5jxY81hHLpl_6S^CeT+q*#6V0-~?^dhD@?DPb@_ z`YYy-VHU3lL;OK`G0e{EwX7BVtxTu_ea#SmPZ<0k_1QX3p^sgOD#RDG|5o?h%a3Y% z@cBgR>6=F1jx2@vi1f8yJJR>U?~5?LqW!cMYshwxny>67sV8oq;aZYM>z8i*GkT_g z{Lo(r!}yE--qt5mFT14~@*j*}ZL=ifocp=(`C;2Em!p0Ds>67L^tO2g1-1S*1$)H) z2!p*KeS{%jNBY`|C*1!PCi?$fAumbzsNoqF8hDw?EWz;7Z5)`4L#1qC^qqY z;pgko>WxzNu-=6BOqk~*zofpDX7}6+_Ji~ghWP}__m|s+J_f6+A>JbYgdx6Se*Qbi zH&_JtC2OC&$4 zNwfPXLWzTWcK82$1?)k*zsfM1uL&hRe&!5(CdJ~nP%>uyuQQ%*Y<*2Ad9-4&(xEj> zpF*jABd_bni0;RT^DTy1KFzT=(L?n?KVp3grF7%<`^*>7FU}_!273_8k73Ra)o1e= zq13)08?}==K|aVYVURDi|3sn3`LiFGeF>!yga3;4A(Sd@HcFfv0`p1yzQeA>pSz<6 z^7_&v@*CIAo(AtnV0(mB={%NDCgF0}32k+?5k#*{@~7h1>fua3Lc$<#>`x|ZW$@YL z$-w_`k^c*2?$lQ_u3XCIM?#t3GBSe<-*xCg^vDiwzT5TCDYm{RBn6O!5(kp0%5AR>jD9QS^@B){Q+=`%}L3eLKIo02q^k|UeZIHLvpM`Q~ zUv9Z6Xkqp%l)IeyNXsgY-7go)6?VKB_#zMZL47Io`|t9KJ6+g(Qm8OE?m(+eIXkZ^ zRI~{W`cPd4+kon2Ag5M1nF0PpkfjA_ig-k57rM*o(!uKe}v&a73xQ2PEd=fQy$BY zgsPj%hno#FW&3qPHJQ%Wa+OV?$UtCNe-$DM=Hm~r_%6JO)pd+?V zwTL06DLIcj$WZ?bGk+rt_J{nb#Y_k{am|7G2+C8f%)QyQa zX5>1zLcB)%QNPq}!G)dv5YJFQ>Q{2^Hg&ZFOywU-Hn~oXh53*;J`2?mb9>O}u-w~G z<0J4R9-o97eUEp3;W-NQJx|O(VaRvH<2x&d`baO8Lw<|;APoH@e}rX=i9Uuu6F(aB zjC!PMo`?7(-oFrP9LVaKd(|HP4;<}@Fx)>v{xv0Kj4k`lQ#wKV(j4!&*ggI{#8>23 za|S%uI$sa?BfR0$D1$ws_vX-^G!s5d+@2!`@<4t&s^1%3mM91NU0A>4i{`rqDVfr= zJ}T_^M`mN6OZjj=5BX!biRkI1oLCiVq`~qHVW+_=a&yZsDTERKomNRiOzC%?t$zy% zbNV_R?ES%Qn2vl6*%!lf-b2Xn3)WuFmf-Ju@}WPJN2iO&dsn->C^)gS}W_=Vqhk@PAPCgy^_Bknq+$Ef*#O5wZ|+6!UGpHbgk*S36c z(CY>95B1Y6c#6ZWxcOi&;`~k6?TFU5+SdgTU$MV#iDp%{%S(Y@Y`?q7(y~Q4;VhpP zcHfcT<=~jt@ZKTX3t_lV(hftsK>m7|Zr_;kbQzn^3VYaYT4;VyipQ@WX(96NkKX`) zSYJ!u=;W0aEm%Lr_OyIXO&O{D9`b3_r`DyF9batg4C6yLvAy>+o>D9yvw_p!^F-Oo z$dG<~yy^MT;8m6XWSEcO_k`K~O<}L0snJfm^WlCY^54t!l|jj(A@Du+-^=MuWcej) zz-aG;`S{zrpP_5XeK)v&f%NwtRr_>uiRe55;rgkw_i0oq##8^j5ySf!DBnJsg{_IV z%)q|I>&ZgGz%SCnFv}kbmuAg9gOR%m#a>^3aDaK`P}Ce-ZcXux4Vs zlO^`v~gv@*GH{jn$e?Ng;WAb5RSg+9&+Y@0J|1p2< zC%kx2dm6v*C+t6TjX_lMarS>N!v62B?2$J7&DI-*1IEwK_Q<>n_K5T_Oy^;Q19qrA zFdmx-`7rWBSh}3-i!j7%lm{!P^RdE#H?_$Q|Zs#i3J@VSK{=baby)RISeg zeV}}F4z)ThTz*}$1IbgTW%>Pt1RcdJiU&GBlzc*xcBll>_qrpL$F-=eW9NT_x~5BO z=j)2zm&W+3yXw`-mO;Ouf0Un|+!>1>?vj9!Uc&I6B-)=|&j;$$)OSO?NBZ=2*ddU#DjHi^pzi6CNr7%8LU&N9Jc(E+Bo{&AT?&4 z@8XYay*|0zFfY2WS0tipHyfxpw3RC%@*d*C?BIs$L{AC#zXwW{DWbZZxV)l z8|gPHy>lz`U;!VW2*drGcIDvD)c*ThHYP!j`TS+bMK{?{?JMwqGbk^@JRc{_xM5`VC(<|1RX~;`JJ#@$fAYF3GvjzIgu3Fz5^Ig~~x+ zXpe+pK85YG@9F($p|M#~WV6463X5OH79J+$DFM(P+7n?|pQP{i|JZcGy^N11#yNR* zM`sUHbRqc|w+$IK>We+tAIfX!{*y|YtxjNHD9>TRr{|atcjVs>J9VX~{(%A9kE8Mj z7Ln_ePs-X!Vmugz7~;n(vHcQ;c(tq@9w0IHUo1Nd*Pnz`AM_iw;Aut)T-F&BCo9M^rV zP)_uZ`M!VX7>WOQJ}_3pLZ(CV43H=4Z|w8cBXqZfDb6B&jMI7(SFm_6&kx4+wan-l z)dA*1SbtpqrnUA8ay-6|+Zj-IDM?kH?t2Kw<;46@)Ex%=;CMc+%3^iHDbe{jl;`-l zz6}N@Hehc^@Ay@}I$tpC4(o?#597C%EGTun2JK^f9lx`@M^Snk(2w#QAGbMH`iecb zj|qM5=WJa%MNXN@CuGfV+SlzhAD<`o`gCg5B+-3#q<^A)!@4i8FG4)R_9uEgs2_7j z^nb!A|B2Pl|BHMrvLB?^RQ<`6$@$KZuVH*54EZp|Cst1Tu|mR^`iAqC8BaKYa?A;Q{dk{f{vBFT(8nkI?k4vT;E55w?HFFxV%x zhvn?OFrjI!hV+#UcO_>_?i9xt!q8t+JA43M(1jnbKV9NbJG@L{|GyaGF|HR;dor&0 zo-F$w>__L{`XJ8%?QjC+GxR--59rT?+5QDFJ|ik*BS5q3I2}b4`IkhQC?m7CAz;h zSWGWrKHnhB=O<>*hTQ+<`hn9s>EWUE$!((Z|47fI#wQ*Ne-D83VHV={2!nja|BLzj zn#w`{NS}FixP8AJyV&}+kTCFv_G|v#FuZL*Psks!{$$q`B_1c3XAf_fHt)srxSmdE@+z zmDBr{LW|e)HcYIX1NMRPwy0S&b@#6&zz@o6nq_oLY0@evCmbm2vAVGkFvhcKscV+( zNj}Zvt5v_r75=5lpbyOVtWy5&-!NPBf09_=T5)b);bRNH$gg$RKCASMdqIAU?c4M? zSy$yPdaobxbg96Lrk?c()ij@I2_e4%p0kpCh-RL=8phS_?C?Jh%|^<8A3 zf8=k5$)V@RKI`!Dd4_jX+(Sb>7%$M?2?M``FLbD_x;q5sUns8`FRpy>*rf*jTZ#2a z80ZtfZzLoP@k@OFML6SkNyvET?NSY7e=~0x)?d;Pz3+?qwHsm>aryEkh!+^2?8XQR z^Z#q&@!4*7f7=%)MfnPj7j}E*f1f{G9^Ml``4Hyw0lQfBRa*D&fj-f`33Gq8d$Ts+ zOTMBU<8PL3dY4;Hv!Q*o?^$Ez9*n&45ctRSj9Jy1Hp<$$Tz`bY-%vjG{$EQa6c6$J z1^bKhR;)S}rCLDcvn2y|uPwR6=TEZ@15ftYbXn>R(La00sInOKQSe?D@-y2(UujYB zNa+S^Cx)ZiV^}{%{j=|PGo0xhQE7Apb7!CKnYZ~Wx9_lGDu{;?b zK=Fz&_#gT=!{hKE{9QCP z>+8mu)4=}FUKVZqY_%ZZ4fH2IKQ1K9{d3V?n>Qv>EpWa9^|9DpJvKk&0_02B-{P;! zy^&Xfk}3VR8pWLle@1x_hIoeK+mdCbg1;R1(kz;QG4cQlLl<)2=YaFIXHh<(s(fq z)&r1#!eEc+PY$c+Rph0ef%-(>o`zm;YlA@^7#|!vZZI}HGa2-Q^&JZ=9FK&G=*Rfy zr21ar?2Xy5|BLa{scXX6Zk=8DeuR@{(XP_LqVxV#KHD~BX!ZxQj4$N- zQ%-RY_iplRgYgdig<*Q%PUuuT-zvP{DR%x@xYRkWyK|H1d=b*S^vv6gZ&p({|I4yM zz79|fW#@B*%PL|n9lmS^_J#Z|`_}#D*OPIY+ zFC@(83(jX3CVuEL9QeikDCdIWrNa`ZK{@v4{I+s%=(e$HCd9vstbA&o%64$d8t>?0p@fYl^}d_45@FZ;@WtSBllH zBSrU<(VpBC^-{K*ui^QWThCvk_x>(`@mGBQL`az3-(VQ*AN9%V)BiiMa+x7yUv7hn zf>S0R=kj#3lAo=-Kuek4TNJt-i8IpZ-vQ<~NT1tByCAh&$h$tK7erfjP<&% zuR1_Ewoe%3f&DLkcX@{W>lCmD#2!NitCZKR;r`@d@wlN^ya3`a(&H(+Zco+JMEP2Z zkDj9^9PzJ?<@0Ax^SfK(v;86e!TvlK7s+?>)`RgL>GO0tHSzx1`|>|Y9-f8ERJ2Og z^ZBV~+3^y?la(MJ^k=VLzP2wni}IQNVteo!aBZ!F<`sC~9^3aa`Y3o8p9%3D+xMDZ za42_ECDb>-`h@AdaiMocf!eQKEnNQIZ!{7GQ$_FPqJI*G_>1ik2K^!btUlYXTp`iZ zb+Mtf>JKVkp*UuVyLAlc59wbq__*x1=Xcj!q6Z3FT-qo znK1Vc!m4b2j@7682Er8uckPs&bHP4v{94(6;Im(uOCcVkyjFTFGCo-UOoh&C3s+`` zyc=h%!rqf$80Ldizi4sm>8fQA?-Bb57TnUgu@3Z4ING%6?B2g%A1E)M+yd`~&%?O9 z2=n!M-^tor-{*`4{b2s(8(!#oV{aRrr^ogPL;i&F^4&N2;$~;j|H~6Dcu*4fv;Nhrto?Wfu@ z+R^UR0coneyoXud)(lK(o}o)OEG%wT?o?Gxtl ziCv%hzjX4)hzZ z2mGTv*888?aIVK)$Tv{_>oewr%6g9H>pSafR`oL9T>|+o(!1g9vun{~B0xX*Jz+jS z-Pm#Ft(J$W;Ez~N81#ev6Nd4HuytMMPU)v%{6l$dJg`bdp(+5zN1V?QhV`y?nCEvJ z%Xcc?p1K<1F}3$=+oy)Kr4a8B2P_zHLwi>x!muBR;|F1g*Qj5@KuZ#HYb4f%F19pqTTi>3an(f8sNjA;FYFueDL^4Q{)w&dOI9}0BdT)5>#&9YL7Z<%%;y*;&Zt14H zJAC{OF&{}AuxyZg^_0r?`oAzL>YE_omY@<;g+hW=0= zA(7oZuJ4cqdqw_3B2xzUw7AFZFXXx9R_C^Z?EI{7yX29Vs%;}7U&eU6-6iNs=z=RS z{^IxBSN58GM%onq&lmUi2t#|Q&+Q-b-VV8H!{_rmW==_W&pHD8yJ#;vBDZX@a_R{2 z3i;V_#QKt)>M7s{>EF@vWt7d|t$cpFCBcO5Uh5bkvm+C%y5%C49svx2`TB@ElO z*>BP&fkHjWH|&V}rp{x9Krgl*cHi!2#?cEf9^-t2FzkOJe}rY}zL${IpHBNddj?#o z5>`gZE+hW;*k@jjs{R7{L;m(G``cz?HVon&+HZLOMK8lXM$2xZ{e|$$ws#hfeb3M1 zgx_+$I8)D#&$kG}`6g_SFyzlbGVE`J-x;#=^sZvCk1_vZus@uiQ#r_&`p5b(Uqk+= z9P*iVn7wz&+UMhcc*E`s3tG%U{!||^%=b{9;olpbrlbyrcuD;u275*O-uHMwX!MA! zFdpIe4Ac94Lc;t!G{Y>O5(a)y9{XCal`0i?hWRh{$M8AUK9;ld@Ior*=Lz-?ODudi zT@}VN%y0Jx4lZ06tq=0V_V;ggcy{^zL*N(NCk*2)^1DA`r^+Dto!}p6zY%hGK0V$h z;NM3W*Sn3KOS-V`@{WihNqMLM0`-5R#O}U@}u?$(|t8z#J9w>V(P!uDgvzO0Ps+z9Qp!#w^{IoL1q7i0eNlvHXX z=#%O@tO>1)JHqq3n4I2ImUVE2{2A$q`E0VP&+`TtAE-XzEGm!Hf3ogM>`FfV#YStt zR4@C@^QYM65bsk}q1^uB)(CYYilZTa#`#Fx-8t*#ewKs%2ej|_X>T_78JGb5A-(Z) z{R@}KpMiWC?UUg&8b27O`#nO!Tpon^`ZB|8{gc(F`-H;yg_bYV0`~&FxSv57&YvLv z@d*YWw3L$}KSB8%2pK!6o7@yQ|BCbp?i)EyLySoyF&-n3d}sh;Cv&FKM8$Q z<^}7E_ODQ$2?quRN=gid{xJR?`QW|9H0Bv!4?7xDH*AyN4JgO&6RjJg8taz8eR;xn zwdbF-?Fs&f_?XMr#ycZ>D(BLA(XqJLK64s;+53^gW3>+_c==3%d>!RQ80-ykQs<^Y z*9sk_*!pIY!+fc&vpYaMMtLT=Ec_{E`rZJ)=D_{Iq?2 z;D^5VUAOApO?SRNnG|)*(r%k1*bC7UzoqKhn9e+ZOgg?|%-v3+`8SoHO`AW)Cm+rm zQhQa}u0snoLB8mp$5qB(*xcO{#!HM3$E`mcemph+;xm4K+~smX*MLCj?xc_7>lR1u zl`jN-aQ=Hdq1(9C)=BLBRN?UxKVGQ1iO%O@ygMQ5`a)Z(3*0|NdpyxYb+h~aWzawN zcVa`{#O4tJ`hZICZKz@k$wA7;9*T-ZaUngw%>}u@twa{Le*d9(JhIrAw z+=KLWIy-c9|Ap7(n@K*WAGH1n>)_4L=Md)O`RVG8VI=}Dh*y};5Qg&s0DZ{cS(TD+bMK7<{?Q)KI!Nz(Y$^KxQq(`gk6C>z2mMn0kLgNF#`OdLp!%N_ zPVPB50pc;XpCWTQ&e+zMuUDk(e&Q!{@-_G?&gW91QvBbzi1u62{s{v;^gWitd=LAh za)`%-t6xdo={OPOhx36H#9;48Ps%s@o`>sdVZ240sx&wGaH43vaE@4Bgu&kI{>2b~ z^!~*VZ!zDX`e5(aAN!u&XJX|E#1AX)N%}|)*WC6~rys}{?Uyjni~g5-;`oiY=JiSe zjNar?7Nbt=P$S+|&f6FjG*F(bm3FHrG4}^LA$`Isk{`JQe z`p0-pnD75&M0gCZjLwGsaeW~p&$(2wH38n|=_l4FVSYX(^TPIxp3^hHesDd9FmR9g z0>eerA7NPkL4FAH{d~gwJWFPsZI0c$`#?X|KR;nt%A+ygVSGS+osZWU@px(~#1Hh> z^M99W3LkG*=}-MV{v;7=SgU{!^y0^qj}SqriIe?h@T5l zv%7cs+Xv|HkM&CeECy+h27RG^FCYf_BR&6FPANY2dIgVPgdtv`{Quke?Y})QJ^A?$ z!k|yIM^-+Y#;Y6$zhlF)4I%%+{Vc*j4~|cS!5&dQgdyG{JvpB;hCXSwlw$LRoUd1= z^q!Rn@fqzq=l8x1x1>XXAFQ7{FDh-*l~EvnwC~)k#_$yp84&NVzuc0s>$C1p0Q<)A zG|#Fj)x1db-XDIS=cF*O_*SLbNRnsX@>%%`9YyE$vHYUm`tK!vYasri{4P3IIxHAz z$LHf0w=bPO^s6-Fb6#S3U(C%vtSlq?|3Ug5G31lj|HU`nKI5|DK)xs+!jP|_|1f-y z__?I;AW1oV7_^7>aY<9-@1N{Lifljc(x$fc^Rl)>dsJR@d6Cf&(fc!~zssIBFP{EL z;_-_xA0ICJYHaK?F;40x^>;-jbV+z}802^O{T0pX0}4H6gFZ1|W|*A^A*SbDhK1%a8ACCxgc@pOKdd+rH z{0ip`KL5E^a_h|4g>QkL2yy>}fqwCO3_^xKQG6o|^kP26%IW`vS$)16>$G+!aDC*vOYBoqF9iQb{Sb!ufc}%8mh|H1rH}G!7|w9k9`e-}<`)=$^AQ8T z+G2hPLw-cx7rZmfaq0;2ME}S~4C~!!uh+};(_}(QVZ1`z^$ zgWnV8`zbebp0&Qw2;}qETT(%3TDJy)f1>~1niioe*(^Fwf&M@k{2lG_*3zR^7e_g9 zd%M+YJ*jNgInGa^np)}JaW3HhxZX<`_{Vs|Fx$@~4D0R4Poc>)_0G~+u-}0FG0f&i zg=W2PPCaJ?@rLR9N#iz8?5MFKzR# zGczIooG+FKVX)tU|6=eD^k*uE_OQPP69?@s4IIbsD?He}Nd2DqFmCS;5^r9$fl|HZPdGbsW+wPM>W46#H$?v@4Dl5G@A0{> znnSO5fbkCf^YNd@61`(x*!z*fCv)q3b-UC9|JWa4X}11AnD0M7xgERgro0K{1GryC z7{&{fH(}WnvIkZkLGmID@dE9WFt=C25dV<=rx6`qNDdwh^B=U=;t9iaJ#Ksk|1lHG zn=s5*&|i!9o!FY2S}Pw#-xt>o-SBhg4}M>oVV18Kw`Dh|>=nJgitRsBdUfK{y{qi~ zJmIrx2Uct9l>e_hs?F=TWE#X*q`zc9=sPQ^82-KjVHmHF{*rP}d&T3T^W#|mxy6)e5lJ0b+Uy^ZN=fR%>3iT5^Ny>*eTe_dT!fhw&Hlb;8QpWS^|ujr8?$x?jbx zAtPaYMtdL(_JH&e=Id223u{LA^|AnaM*DmDqkg(ZqZ9bQwU|D_eE*d&$Q#>#HGWiK zuW9yR4}-<^3G@AN!rY!%IlFK4YVKaI>@CrJe)L+#I`Cx9R>)_t{nwr3&Bo841?}T{ z*XvnzGZH^5Kzu`eyx#Y2gZ24F*#ATR-pCgi&06?LZa3M_n*^KrYL`F2_t@T>V_}!m z?^eV3jq(0Xn{`3ovcI4YQ!)L7`T7fC9zO^}euw?NwVB#wtfD5o4~Ff%UEOrQs>TlZ zMf-jG@qMyO4|xb)RQ`M2liB`DfM1Mv?`Di~Yq|3sRRY?IH6PSSo=8Dg+M zoR637+ofX_b_wi{=s^trK;OsOf6z)^4)o!8Q1-R$+a?7KWwt+3ZfJMe&3GlOKVba| z$y;^RS~V~pV0#tPm)>{NSOxI|_sa-_K5>1jVr*mAIISc;f2x@1{p`{!(fiG)Z-#d> zyyUZQpO{PBUMr$3yF_UZ0{T(^6?d(+e0zMK+u!@Re$%>*8w7Z?SRaHT9;1B|hW=3h zteo9Pe}CEMWlCa;Y&MOz@4v2e{t)_z{U3>tVI!iiQeEQ0>3M&6dknMrXQlAfX%oNh z5dV>X!myr!`72@Y2b5>!eqW2K^ZH<4Xup-|7mD1{R6##TZ{_z^hn%`~z#pFHCJg=K zdAtv5&JSOiZ-o63Z0|$g1x5{ik&rK-J_tiThxa=OgM6v}#b(#qQY~2TMty#GoBn%? z-VVqQsJwQ}`l)kzLj1%1lMjU1{xD(4m(kxo${fqK@2Cai{|&J|2m}9a|6+*udhPI2 zl0W-?WqS<#qrH5bdpgKUE>p&p;U%5pT8{qW^N)`k??ny_917zH(*H5!V6gr)2ek`C zUzNp;QeR9Fdk$4APnOr+DG-?$xCxyC@Lh-cv>Cx^W@S` zKOmpPe6Tuk#m?SZO|Tw>@~*zF{IFAh(fiBDZ;j=sn_6BGl2xS7n#GgNi~_qTv-2o~ z`TdQW<(HSu4f9dCO8!z4)^nl8tP}rh@94aX=@Zhy9+2Of%#ud0*b=^eTytmC{NE=; z|F?+yV>Lf++V(zf0r#=cUu!$>en0471H=dXzIJ6zq-By0kB7BkjmK;(g^=H2{ZC!* z$@EZlhx`KVjbQ_#k1)s!`TaB~Tc%B|wnL2k60!UVOTFswz8yXw^{gF!Dk=OILp;6l zFP54marIve@g%1meuw`zC#3$sKBxR!4)L$wzZlM!qkO17*f07wqnGVh5a#k>_1zi2 zSBA|TGrTYOH_G!9V(!m%hX=$MwVnfgpgceOo$1}tT}d)pa*miD!jMnmdLk>2rTq_9 z{)*Oj7(PJb31OIT;d&J-pGEe|a0Kzk>a+OEFgt(8Fw2)1X6IWOX5-!GBk%Nk7fk|w zF<+@)lxU&Zu@}TkjBoXx7t2nibb)fDk1$_WP|O-r0V4~6y#2ek$Cl(B_)OgN+}X5yR~fYCl15QBXXF8H)*$F#!`4^e*&4@{2N zD*xr{Z(oLoYY!>v!N-R$8*i!w{ch&#mxLjIMgG6)|Nd4L@CWXXV0&K;EO#upU;*<< zEN{{e_vmj>%lCtug!jDjTI9IBG(G5Ncr*47tS4YRZu&Jq`PO04`Z&g$Z{>SxLOWJ* z|8E|r^Yr$T3eI1%&AOWP>to@2>(uVm_a0x$S#zl$r|H7vcZW z^Wa?7;J65Q-xJ$!6}+u@bMGzGN8I**TwQlu&)@fNFHw@DLM2Hevmz-gB`uj{CZi%s zuQx(6N>(M6$fyVz4YER1%E)MtGCm=rkdc{^-+8~!x%bQO&*$T=bI(2No_k;ShIPkhx2%`siVa!{ZtK^9VCxUdgE_SNj2sCZ#vV) zCnReHtQYp*^l;RKK&Ou2Pf%W(>Tmb!TM(tf?yLXGD9MxFo~-bM%76WdDmBoHhVhW! z%^I_>A3u7V-@k3{9(LP)srdUxjE5Lz_J%OT|7b6oi;`|cIM>2?6#AnUl?!i_)$3t@ zg!Hv|jo9A%bsT)3h4Cq2_#O`V-BR`8X7-M`z%Sg-5eEB;^bzLY7ck83_p|!+zpCKh zn!4)S7xm}oH@`PVWHt9%uDqV&tKT&fXLw9F3Hd4HSF3jCmG1_(1Np=CX&q89Y3w*B z`1&8|VK|QF+bT3U4xYG{=MP)MWh&ehzsj-wPHXH9=Q~T1K)%twwC;1;H>HcGQUe?B zz%4JiJ!jzmc*x&B+gxKEvx|8?_fMRr`s{(7fFCHogdx5_`u;pRyJ^exmmp6_|DTt2 z+kOV_;r#sb`)rZBwHM{L1sxKWhN#@zC-R!(yV3_2eVaR`B|I$HCIakh!-={+Q2m`+) z@sA+A>S2x4oyU;xr}|Oxbx+#7fcfBjWqKdG{pjLth{q)IDG-MB!TK`pTA9J~#rll( zWqm_5aypfP|CPwMKp5zIS)1Jw z-hy1mqJyK<7s6{g$Zt8D@6H)Jnqhw_(LX_M!RR)tL!wwbF32U`N^N5x!|byluaM|> zJV(qQq?a(C4=bm5NswQD!}9*xG+1AWJTuJBR~Ux*OYDIlzr#JTV4C><2$Fmc!|c3} zVK^Vg`BQy}Z?L_>^R51A5i;<74)RaYZN`$SgE=6N68|D7dKvbalvl^jLj}cR(+#8L zGhqLO{7{lt`B7-TgRi&Jn6jo#8&^a8C)uwHgrOYAQ%bxSV|8LOv!?=K*#F>qE5CZV z^;UiW^WTDUvuSNYS3UUt8_QLMkzb`&>jOU}_n!sA;QuA@1j8&|XBgsDY_Hl@*lXF@ z4g5FKuR8RPMNPFj@DJxpnDbjT_?cABOkJSYNF1LDsu4Bq>br^e-&FtPneX|hJ>k3# z`PcT$ikx}{{(lOgZMCjf_N*~1z7X2g*Y$mMeId(F32Gg5qBiWB1o5jRzrZlaFZQSA z`AESaPz-#V~2C{OKY{Vqz~cMI$@ z;n%TWZ~dGE{Ym!oLVLnS|CTE<`>LVWr+aYSDbOFJSHtL>a;EHSIM2uVY6MpgnfyHn z?xUf+XhilssiS=s^ubI*pT_GOgy`Z);cgM1>zUv zpRU>L6$%y8LH^JlF|0}B5$5p}VU{lvbO+AV7j+5Y{z%uei^FZzw@}|+vR;HCzkvRf z;m3GBEig>)`w6;hA01!T;t%%C0NW$x{)5WF-{N|)`n10kbYDg`c~oxT_4UTwm$lEY zQq-XOdS@dnMt!q`co6kV@3o%StyRC}=>2MeFyu#(|9T%^xZIfQ0Pou&zq_>8+!QrD z7yKJxyZC+SiS}S`aecaYZ>(OX^$zS8%0FSS4@hs9*FEZ2C9v30h0eExZi_X3Zrrn;-6s&by>~lu?d&f0-nY>0 zqn*XITmx8doDX5(57OW5XVsC+a4o4!k_Ua~BW|O%v_gD<@}Xbaag^PKXOO?c`UYLj zwwKka0sm1WSs%g>Z%FPN2!tU%KzbQAqw!h&6aV(d{kOq|c3Fwim0+KdKL(X$Le!0c zAn!=OVY?2tDrQf?zoUE`YKF@nn?3;66ZvnrYHI$}3V+yNBfW-evkx`4epd8nxcApHwfR+X5>Zm z6#WHZ?!O3g{WNY|UK6Mk3-XNp8Gr3lVZL(H|H=_Vd*nBjt0YtXo_f1d%tt+k@4t}V zo=eX>$lEms{0ojxSk9N`+w;VOhsm!Bz<%TWd)^u0@NjE8h##nZWna5qqrQPWVZ7H9 zG32+zs<_o`4`9Z{~CrN9>DdY{vbbu{4vpLVCB7et^Y3Nar;}g!c9@Ukd_W)! z{ss9#7{(`DlKI2+s1MjP?5|gaQ-IQ}*&uJY{-zfP4_cG(SY-hDbHeS0P<_*DQwQYL zMMM2D5_uvF_scMzA`GWbNMCP@cCLX>wLo7a=T`z@i2rarhFN^b>NES_+qrMO{tzk9 zACw2ez%T0G-FIN}t2LniIKSQr`92C+kN;Pm+;i4V$oA8FVM6cQ_G_k@4CelHHJg1U z!_rAt#gNwD%*S9{@O~M-|25mc|3&`NCvw|Z`$Ol)ZjhXZ;do{@Yc@GeSO@xp{ABnI z`7g5#T~+;I#z)`p#2@N_*Kf1 zeFGsLBE0vUz2U0satCRC1B#VQWuJaw_jiSXvL`F1+C{b`5yx=!QWC8nkeThC1hV?;y5a#)rfdx8#n~%D~`4078 zIH`}Nb(Uf!jX&7n+Ly@k1JEAlGuZyXa^F-ru>UBpgI8S_T+W_g`9opwv9F4~<8Ar= zVep6M^F!_=!u<^7pM~lC?xzj?*?F2k7~&J0uf>LqKC_13hyOE4?q3TG)A!zj#U;hw zC!+IVe5zkqF0Zbt1?Q8fua@p_Z2P~HR$%*U%aWi~gU%O2{b3S*5Qg=@{Dx)qftE?D zV?e%;KFe=Ue~udU4$gP6e=AwX#NvtO?Ebz$n7zj?SdAVkGA^j&`7|rn!%EU>hOizz zCF2o>^+J9z%;dw$+f8SER*RZ7E8jHkWzF5^5Fhox_K1PMxZk%z%<_K%VRm1JVW5ZT zr}q9dKdbX2>ymo4@_4}Nevq4XT^sPXXpb1C?}r4dR^3mHJCs5GvA-cRcPFOpE&zLo z`ZgpXBx?O6Pk9!P4>gkC`s=}To?o-}3Y=)Ze6TW$$E>}tx_!PSzAuUE#W1~RCRi`+ zwdc|1Jv?7%y~0NNzFZ*4GujL57|WPx>D6F=j3oRa4DyNlQ^F8GBfZuSEq}Ie`5@`!lTKq_$%m1u9Y&p<}^w@+Q zd}Bf%Z^S60D@%Q!#?|A;vrastXW9m0Pzu|Kx{#tWJ2i{k~@rG|S z@m{h>3g)*>GC#sF{-D1x#0&q_hkOF+ukB#rzzstaSWmR~w)HnB+b>xS{K5KmO2+a# ziiSadIA6O|&xT%aAA`L@`M1j&oBS~T8`wjf--rRL9q+dv4p?#?E)WKO;r^MGvv`&; z*hjQCBkqT}?R^mo^^v|2-!iskNbh0iEds-IKS3DT)49}VVlSwS@)6H2*gL)U5OJbUq-A95^|!M!BY3QHFXnObR(CaGnKS{Dagu(t{e`7vp z8OeThS8yb3ues-Pzo}(#-x=4#UOPs3nKKgB1Nm(~$oh4Lr#$3WsC?8}eZBpY;QMW) z#~v}eKPV99>uaBPE5m5A`2V5QU#)rb(aFKkKlV3PwQB zWR~BN2apdU`{R6k`#YDzieR5nA6%|ad3MpL2;y0kC&EyU{SoH*NLTgmN1NiFad~z% zZJ+Sif3DhwHQJn#$C1O5*p?OeFG380-ng`wX*u zkZZA4xBuj_V104EZic)3Zp|qJ`_fO+p5gKM{f0mo_<{UmnBF50-0ozzTWCLzy@w;X z4=H&%=;9Ohe>#Stf8-x4_a}b2-*9(cbx9NaBkI=#tGkLHQzpay2I~_Be&Kpg7 z9}nqGS(?V;_ZzU>!$kY_nPtuFy$-=+v4g7NXeBrgLi#+GmyJ5IWdztCY(G&UGT}g< zN^Tz~st=63|Gu9>xRjlQ--O|QKH7IyzLV&isQ#q4bG`U|FqEH(8*^{(__P)FzsR47 z3G081|Dz4}?{WM|ZmVZ~kQTphg!E3Ti_3pll?Lw#B0nbE`K|bMOMIUb>6`4f&P7%8 z5#$pI&%W<}GHxp5e=(k#j2QF-`=7i}e)anyQy`v4{t*UwLU|<&@`?1aa;A@y-?=%2 zTDRf(v&lby=uY?;1?NRL{*-{mQ8HU zcTkbuPY|ZAp1$DS?qhuXsT(wtx~zP|?d#Mt@fFq$;{O%ne5N^c-(I>${2mF~3&LPu zaQtbz7Atr}ZfRFT{G4{T!R+oe9gr`aKVhIB=g-RNeK5hZ<1m|;5zf#*#xo4ld(^BP z-0Dur=AJ( zL;0E>(M?6);wND2fBG%GoBQX1{7PedK^XLLg+%@teoXmMhASvPLm1>0^8Hm#E{?I1N%S)iI*nV!nBGVOzcY!~``Ob|{KWcjSJn#qkKle%0+TLl}Z4GI^I``9V z11}c?*zaJu&+!2hZmWOc_Sh%qs$w@60sJ5K&+vZo=RS|-O5bo82=OYmpSMtB+MJEz z_kwYK=asnyua)fx>yPc{PriO+_tMkAKX(cL<~N4Dz3)>B@dnyU!aQDOnB|iRgZ;(+ z7IY0S`9<8GwfsKI!X2@jHqFWfee=ft2#?46p#qgde2nKmgrR@5Uxc~8 zW;l+GkNxrcCagWvAKxX5N8Q}40{#N&^$k;bw^-AN+jGJ&Uo7|QYUt9sYXgrb{32qj zM_u0x@`d>s!q6Ym$1r{GDG&zzKz{i}>rakw-vjm#;}^ofPmCWJPNn=LtIy&Czf6<=bo&(yxRZc&A0rUa) ze}vipj)Z{epFZ1I`ha~$eO;n3^Vi04$$Wpc^zh6N(R+Tuejeu=7_|Ft)4=Y)FDJ=* z2FB&J{pqX0`4@Qn`?4z&yYPHK;KMV`uJkMO#W=^GBRUWke2lM!A*^Kxe9Rl}3eaZc6 zVcCKYuMCr1lwMK)%bIO==~u6W`-M1u@cFqfPJKGf#}ndzZL7K*4*4IHFX71TQaF9%kM=UDW|9xlf%(rh;){WP%-=9f|Kk)0w`2Pq(ZQD=jc2q~>_PUNVRpVH zDk|xBP^t*_*O-rExRLm={9x1An4BZVC15a=_Ohsek-FJ9RX@|nm#!rUH&sI=6!tr!0v2iG%XsAEXH>>0%kWdB0^N56Zd zE50v-_KYy(Gm&1x+&(f)@7)Q6!Tu3FTkhv-9RI@Oy;VXdql51SkbjilRgX1%z8>Dk z{qgFq@20-o`;MQ7uC_n0_9_&k|NQD5ZY+uRp9m z`d7k0Khn3Rmu|t*i;*gONnS#C-!N;Mdk?e;<#lbpz;mY^B`sv*jKDi816s)gL%BazUST>Eg${^c|(4!H@iN&hw3kd_C(Km z`^1bpU6P?cl(+Shhn-5ist)pp@d05dM}1`FEFZVN-rP3#f`|NMe6LR+4EYhHpOsH! z{bPOZuUWZ3>%C!$SMJ9ovUz+5d>Xx)SDx^NEluDGZCd3Hg5PFG97t z=Al|W?02wz#FC~?Dpx{zJP@(Z`S{QG;`{5!AHwXuv=C8s)ypu#8~hdKZz8_V4175( z5$qMlFPjFet*$$|6XIPwFDA_8kucX^!rXprTBzQ=o1L??Jn?f=MTw^7>nK=nq&HGE z|GxZNaefxXU@8VL}kNu13{YzoX zCRy9~=q?I$zhBt8;O@-atVYPMBE4H1I+`V&jRE_C^lkm-;G}FB4e`C?eG-8%@E7eh zD`)Y_wmV53yDWMO^r1d)S96_MyKON0KbSz6=j&McF_H&{*?r>ewvXeyGMo5*YWwV$ zmWM8CgM6X>ZZFJPW)gG|^5>|p472@6)N1Qw-Prv+{)vic8G3!KBfl>hmA%wts_|vu zKh8huS%|C2QwLdH;$PH@jc?x+6hi!r@)O;5XFH|jOz;m_Kc<33pA7%0pFsYA$|1jx{AKM~{*aZ|kUSBF z_!ifbFpu{M%dvbitG|`zA2a&Qpi;-BeE$@)MWv%(XCFAfq5gKObQ^oX4ERs{s0wMF zbXk0V7UeJIS$Z#>3;O^g{|K}9_Jo*kW=?tq;_o}Kza5I!d;8uN=ciG=VqXuvvRVHo z+=s;S*te>>rX6;GzcrKaXQ!z{>1ic%$d_UHP8XdGjeBlEdz24`8GSpye|8wR>j&s3 z%1hk9xOXiJ9btY*f1Gnv2d{79@5`~jc-arRh41(CcpzT++pf`F^x!>8oFBu77#{Rc zb8KB1_y?SCJYwJv`rr86G0U&N+zb8}?Q25koEjSsalRDkNifhn-eq?#=o^lo5E3>a zQp*MW>0rrx8FrU4{~N=71LPN#Lp*@~kJXR;w?BTKuuJ~;@I9uzfF7iGmr3~X;!IVD zr;&fV2Howr5=ZQ6SJH0|*n6Zuaa3mJM0X?5 zcjQ;%ePg4Si9Psw@3xMV8nJF6*nh0Qd)K%hj~29Y`@Oqrobt#4{a}BL<$L6x&EENk zzyBlbS>OKE;VEZ%{wYZ&Fgec04(5;gm}FvQW!Fpm{~jDa$;!61Mez>E59$xYUgV#X zoJR&0gf5X|`MbRX)^z9;yAt*j*naPv1yV8t#Q#G;diGv%pZs;tW*%?tEr~9v7%%?+ z9*)1ScmBN|`I-EF$G$_Gx7U3V|KA$dd*4Ut-^xa*z<=Z?VIEKI`<5J8JNF~Z57&b* ztT&EN7~ZQv`Ur!4_y>dh;QH;i{_pKA_Q-`+oOhkcUN1n~dZ-vO<@4J)pR-*-d$ z7^e3b1j3LH!}%TPb#BJP{{O-H;r@m&_-nkcN0`%dAooz=>>xcZe+Ql=j_Ryr2J4OV zCL5dyjcyzT^Fw-*O`?@w^wZ_`f-u+<9G~GhR)74~4s%sb!hEQ``_E9UE+vsl$@dN4`Yd`*94EYe$2P%j2JX}A* zFn{DX8;|9eS$P7{pE9dmz?b!3xICqNs4sux_Xgf$MENDm6d$ zhRS^lg!2nr&s5DH=kC7M0{z8!>!5=0u5w0K_`VPI|KN%cwLj|JxIH|$(`?QLDM#QJ z#wUb9ACSKcv-?^Hi`UIHx~RhWeeiatPZ=R{AP+d-gWorFU8$GO@6R#J@`H!Q8hS3c z9->%D{io@6{k^w(vl2VsOPg4rJ#_y$*dJm(gfQIC!Tt%ue)Jy<_Y;s_)}HY<&8O|6 z{T^q)zN5V)%0#80SCgrOYiW0=MF#|QOR zFmiNNF<|Ahwjb8Zo6GkT#}NblIR5eFdu%!;z5sbgePGy#_)i%212~`Kr_44fov;IY zfckb~`n!^}BYS~AsGo$nJvwQ*&urG0RIXnc<1a^CoGSj_49Cxy_vBdCohEoM9OWzH zKtq?61~cJ*O;moU)2?GiD}g`AkBp*4`9Ckbf%&67%=qSbP|eL4ncIK0-4^M*6dp=k}}}_Y3%s>z|$a~oi1 zo+$p`DC#?5@E53$teo8^IyL8tmdRA{|CMq4(?-u)1_qzu@^N~&O@FPFuModbxt(Z1 z%e^V^{R#5pG-B}QNYCk!lP4uLEMf242!!E&8;;K~%V!Yg^2W;P`)J{`_tA)7RR=MmYuk6a;`%{dU2t&M$?FobZMtMDZ z`uw*UC%%I}r1DEPFP7T$0gU`TH#A3ag+n&vH;_KUJil{p?5lZKPkn@ZBkq40X7?W$ zrvC*B3@6h1oZE9iM|*`jk7v)_RnM+y4Ul8!spn@;Nq-o11oQ#rn=pI-Rk$!NEn$G) zOGPcR2ZW(Mu0LV0pSWHZiUy7iA25;YWA0D2%&_~tfPS3+r9Q3OKh(>^ev@!v`H(=Z zuP|S1f2p|7*{drzfczpogh5`Z{K?BUx9d8|(EmDwOCJVWOR0Z={51A=d10ruwnwvJ zzUZF`gFQugWSGU9tUil>2t)o3$Ir{s@*n*@m&XfNdUcrlB`N{*1IN4KTyN@{*@@fJ zE6=yA9@pnG@CVn6FvMS&?a?@OZm5C(rh&w^660j8_&2s zEZFq;!GpUgz+Wsc?BD5Y=xlfJ&nW+elOnaxsa;emr}(;X{jj1chYtMyMPaxopkvf7EAGrTzUChkEUgG&3 zVZMK0nBIpGii2Hm?El`GuV-;w-Lv8MJ8^v@4CSa##g*N@=qerM`da)srm;%O8p=_A zu8)k>Uzu=-&*%D>Lc>YZ)`9#QNcc|}^b`3_82ly5H>=O~udF_M58(QQk`F2)`oek* z$NmW4V*Me8`_DuVVa65r%SH?-Kb#OBQPE1^q$#N`~5|?!V^^{f&|IM;QDQ%2&ylThGgX zh`%Q$yg~NRg)!H`-l05|>`Yg9IlT>h|4KN;ph0t4v}{i{-kGtR6iYTie@IUWV))*l z`lE7p@?Rz8dwvIw;{Oj3ZYy4y;9l#m`cB$ZLLXtE=U?nk^PzGsudKZZ^?zG$=Wvae zPJDlU+gPJz`o1j4=ivA4w^Tz;18(&;uiNj%dcR67f9&4hZyKZ|3Dbl%l_|jpx@*lY)0|_J)wD0 zfqNq4w@{w$?QDD-a(g>qq_f7PRBcM1%HR_%lq`Y9IZZ^=NHQRn(Q0hO$GEH<)?h;i~8EC4&45i4~uC? z+<6A%6X!#ipI0$_g50Y9k!{km83KK}>(p?xk-UTfYl zD-FJPNBYYfj&&?NJQU*ne=yJIRCM`eB6_?E>;azFFih_a350pPUlCg8@8>PP&yMt0 z?40xRc#AIVztEmnoGx#(O?NEhr;z^@m#c4$J~j*Zjr#XM^`rc|qb-pC#`cv`cajH; z7ytj7@Id`-M$Nv^Kk~OS#5SeWs}S;aIKRqG5$Ds3I>CI%chcTAPGS2Y549>s$)95=s4MX5QGvdc8{}qQxTZ6vf`aK@LG}Tzf zneQhE!~Cg!Q*~L9!$NAFTj6de^1{ZkjdG$66nYE zsPS+pUKzR=>@CIUuZ_T1|nU;;U@VzGLKViN;HA2><-mAp_i>3N&ZJ-<6F>kQ}*+Q;Xu-us4x|APDA*gs*A51h}75$*RF#fbOgxc_-E@^bBy z6^<|-uJ;S!M$F#E2srN|d~R~W5ieCPk1sw)?wobrg~uDUI{7_EJ!=E@3F)mh6hfy) zi~m=E^wgexdPjZ!cKP{4KVh))_-G=KePw0_0*lCJFJ5K zkzcRPN*i8Y*Z}?ke}?JyqNk9S?iJJ*cx=J};} zJ%+z}+ujiPh2y>ZZ28CTmLljg#w+hNPFQs>6n~$J{CPiqn<&+N7vH-z@6*-S^dIG!9SpW5C;2(^J}QkZXPdJ#r+Gz?0ad#oZp1` z{^EmLr+G_5#ovPkYj6l14abMT)?A7R)}ApWS6CZDm) z2JYuz{f{I4EiTPm&iC6Nm-xon-A{+}8Qc#O=IizGgGPh$X)~Y)?fECW5F6XB=O7-z z{y&`@+9M-96!MdZKL_=Emv$fq&YuXc?|M4bT$S(VKO=_vI6uOw?0YZ5Kp(aL-E!y1 z-u8SxjdKs`occC{$0LnN%Qg#VJ>3R7SvlK}f7P4X;pgLl@P8zf zkFOq!pU&+qaQ%bFvKA!m-k|7D{)OSm)Zf>d#-cH1sXQM4rrJ6s%54ke<4|4+bAA2R zqo?f1ez{<;(B2aUdw}xrZF<@Oive#zpU|Iu+wioky^b5K2g={K>?yml^j|7}Aba!e zW}sBi>o-u2`bYSG{Wlx>Mm=+f_qDM9@8))GVoxf-_n-(r7Fk88ui$|~XeVw``|_eI(FW?bj_jbHK;uDma8 z5Au)x;Fs{@;zzC>*X0~VPmr*%jYy}wOuwV=NjzK@VuNb zw};IejrOG-JKXLI@uxXr<{gU*FX4Z?*ne}`^t#V3wji&lUxdLPVZOCx#JYkDSH<}Y z9KYqj;eCOHV?qB$OXQm{zx^YCkm%Kph#qe~B4_lYp z{B-fr1N}k!*_yt1)B&?RkUulYd%)4qTb0Hp;&?}Of^(Z5Av>Ke>N%|8>g(OYcyy+>d50!6B z3F$TM3fOyzJrYSZA5IwCBL4q1)|Wp0RpamxJFv%CpD@@{D*vLr>*fV}IRB8ygGl5-IvF(@)5YV)ywOmiM9gDTex*I6HKN^~C-ZPrfuvSJVN0LVhSV`1vR; zRsnsI*iVs?a;4nzc2=O@68j=jGBQB~p3l zYIwIpM`qteZMsa!j4$5?@f@~qv)sSFStDOA68)Ko;dSUAL~T|_1sIyWhjB z`w>O!A<1Wa^G98l&Jo4X(FZ>(xD@7M*~28tGM6 zR1jPvJz)Kjzv>R#hP9EG2Y+iXp@-pV_hsM~#X{q;5fqX)O3?=dph{ z{QU^!L1U45^E=fGEI%q@n7#)UX=K_(9ho;5#*^#^MH&sC`t4u89O#wAj|{{90PO>n zgZ)GOC(Qh-NaNGPWpdNS`4JqygUq0yMHSbWJr@y%^Hj7C9o$ui4f&A+{uJr&P_oFz z=Svm)eqGez)6l_5p6y}2Xg@WJY!0Xl-pumfBEp~_*k1E?+U-%7#NQ90{&!Se`}x}+ zO|?v-hhaKj5OwVG?qqqZiqTE(3pYyiOlNvsS!32m1-^pD@@1>`zXXjFEn6Wb?juQM>q+k8$Z=pXfmFvv5?gU+0722lY+6v~KR zo!|;T+Y`6h|4>D`wj0ChLd=y;QUAItyuY{25w?$e40 z13kDNgt>pzJChY0`8b8st5;Grc+AIakO$;HVetQipGa5!TzCzvzky_YJ;dOjCGnq# zFwiH-hcc|7PyT|H)A#(W9M%uzp^NIBbsMXsWaecgIAIBrUf0DFS`=;l(g&2alL@V`{<`7k?maSnU$QPi!ugO=M;@%xUb z5Bh6IPb)J%!Pis&{M64gj(>#vGN|wRpJXOy_zhZP>`)#5gmD~5! zc@;sthW5EfeNfa8HxtD^GANIPVZN6o{9)xAlZ#<~C{KjB|Lb|Q&#*BbL2zFi z`9m1w0p-IaqWz$A+q<#+polQ=ANw=;n&!J<)jWt7aJ?C({kN!Bv1smQ%|~z^g7liM z$T+xfL|bJ#Ulf@}MMSi(d;#NOd(%r77Ccz@8}biWzxViBsnSgG_sEFNI=*sR)9nsl zUo*=$^LFTp|Nn>jXjWR_5OOgP_7~`1&FXz?cf7yM?&pa5c-l_On-$3R<#rN z#DG3x|9zFuTxk8$iPO`!-8|z#W+hxc`gXP}8u7dg;v1y5?|^9=np#&ueQJ*w#wUDs zokQA4aX$4Q%=bU$$K8Ss)Qj`A$j|-@S`{u|oXP$_E*fCnHnqBQ0m!$rL_P?EJ;VA8 z>(P3#`nO142gDhthi;OEd<4=vP_|aZ>UAzVKNk%gcFL{V=_d4t{9{;?_(vGVNBRd| zopF*0LVzCJuUM2nxHeqp5B#qk?YYG}KVQF9E4jQ_ zs<;OZ^{WPcVY%g!J$IX*q=SD!{u1W^>kDN%UBs zRrpi>`2>8Qhw*{+Bc*Da4jFPuGG-F`2usJy^!^*eec#o8V~|hpzcJi*$Nk+f%~TT) zb06^6gC*sJ6+2M8H7wDnlhmaNaQ=h*WthHq7Y$2X@bc{#XNae9J%$}Wd_7>qFu4?p zH*K_guHBh%i`z$=F=0pTEX3dEBY$i}FNas_SMzwDFz|!Q*B)+G^Rxtc#{P$!u5vnB zFbVQc=>Hf#M*7Jx-Io_JY(o7FUtY2C&g(mH-j4Eb+iCd?nYOxMuTj5k2WO2ikWYa5 z5WX){+qlY|(_`DX=9TCAi6H;Do_2EUN`9_b!}6UXyV!-3z2io*^9hk%nyzX3H4W~c z8D{?3?%J#6#&Z|J{u}-K2{XOV6+Bb&jd|otKRk}?2nmLaLN3RWc`kp_5=MzTn*9b6KlJ);Fw>P7+ z6}IgWDZ_f;`i)uqxN7JzH{dspN0_hAnAN?{On)N&UK{NzVTcEi-wf0JbP-{QpHbdf z`$mR;`tQA9JO|_%=W9PWYLGC3zrQT9cZ<2Z>GC!3S4f}zg1)V7x3s|he!|;+MaiBU z1@;oKaMV~AIA|1)-Tw8>{R7l@Crzp)q8W>tq(2TZBl|wDRR?*;`VKMWpO!1ug8x8%IJzn+>{HGFc|-afeNSxI zxkd#30O#xY;arW6f-c1WSUzq`o~PlaBEBBuV%y6mU6Y0TxX8b82X)R55#@nCp}dSc zHq;RMjp7j{D&gF=Pw$+YJ_g`iyl0F7{7ICwVCu& zz8@L?q3TdhyH?OAoIhb$Kja@_pqFrKhRovJCXhd*$9d{%r#EZ90Y>{y81BPjeZpKG zoG%?U4(L7!;y1~8oQN>cgZ_pv*lW~pR?gy47d5HRdHZc){gIz85yq?UCS|~R3i6LI z=ohXJVepqokL&XEuXDBx=lgxa+#eGL`N#RW)}$Zu{~n{b4Zoiixvi9%xOdzp$k*a{ zZfhGFdKYzvdD9oeOc)dSno86 z{!T*7_mh*-yO!5Pw*h~K_Gt3Zo#}ZgM}c099|`mQ5n<^~ME~R^g~R5T?S=RR>7Bge z&7!bBDLj59%>B)jG#AnKD;t1cDF0I)7A>3FH6P}O^iFved&|E^x^x?oPr_io(4Mk# zRcb#~UiZNKJ-y}V{*7p=`Nlz`Ty4OAA%CV?YAn0Cq!RYW$nU8RpUzp!7y-Yqzo`Yy zt@b-dbNQSWzWSN3&ThERjPsdxWXQ_>ryL-^f%3`l9_ruId$jJ=p*kRs1`_@fhV{Yz z8D{!G7~~P@Aq@Tr^}{nHJJ{x{8N}l#kDmK-N9PX;27N$&dG5dYe#(G8?7T}vnC~aN z6ubC*yqO92teM!=z(3^I%q?;k%JT!+{ZP@&{a;Hv z>aM3&rT(|=p6BT(~|qeBEqm=!SQ|e zj!^V|{SEv9>Z4C_P<_$Yqo5BXB>G1f?jzuM^B%m~Up@E-^pEy=zV6UjvxoXY{Dbt) z9~vb4C{BR>(7zGp{&s%sF>Q6*Sv;RQ|I!ABlvjtKKH8TBMr&m+JQd$pLVHOV;tQm2 z!5@eE^x1cKJhag2%>2o*m-%`u^opoE@Jf822IXgAZR?kb&kK3~zA|$v*N+mvw}|pf z7}^syP`R&XlF#!=z9T2*Jgyo8_8#qp??w4fbzRIM-WVm}4`Glm+^-OZ{07ob82khB z+qbCod2+iqz+aS4KZ}4wHB0gTg9%SqsdX-W3Xg~Ua=N5?Ej=OaqL3jOk1)uWJ{e~B3j$WDjq^RK4)G7pKVX&Pam%zMdFGD-?o4gdqU{RuMeXnXdX=>M zIs6X@&R?nY*?QmJE;A1@pV z|8GZoveaqlkaCf(az`3}X_Q%N$>=2R@0K1lc3t3m7S7XXf8K(DRMS&@Ay(fKjlP;$50*?;spm=;U(A!-?PmtE@)5jhRga1Je`+%8&csV4I9XHA?=xeegsL=kXB}6&}!f1*ZmFnEv@K_jiQh zdtS63LR+i_PTT(Aw5n(Q7dH16*I>^5^>RIlUBgNS;Mohov1c`wIRN z=Od~t@2=p&?`Mma_epwq?%r4UzZ%NV^0Cf`e)YHu^rAgjKH=FLr%xr^zbs$z>xIpV z|DDgQ=xZZ)Tls(Xbw$9dek-3RLVgI_6XyA?6+2)3G0>d?{~xAu#4ul^Z)M>98}%9E zxxB6XQ|j#8t`6)U+H=AnpNK=`iY~NkyAI-Il#dX#o+q1iMghGBlJzI796<6FVlaMx zrH%%~muO!@tfy#~d3^zSMEM9A=G>~-C8F(OqK7ctZ>IXAwk)|FkPh@9ze3`)O(PEt zhW!fCvr0#^J~zBO#M|f}2y^?k%I;j+HPJelANIG(Yv?M|0arMG33GWN%=a6sPG&9M zIbngUrZnzH2t&T(qGZ0TJV9#e-x%zZ+us=ON8@~1eYQVi{n7jQqSXUOJ9v0^0(r;v z3N=}zl6?CG_&bar3G@6&X!(GI-?PN`lW~5bO#z_;E?0xT;dq4M{1ENWTFn%HWA(jo zzJdC`w)ftRE+xZYeX;)9@tM-kn`bK5P=9M(zK?humIVC7{?}$4AEVquAM69lPgqLi z)mc*8Azw-O$kCJLPbYwW?3TSI{bj2QJ!`+2;(PSf>D@TA!=KFZI!ftHr(Tg2a2qx`IkKQZTtvG~1I$^AtU zVSc_#81$LiV|{+ULghSPN0{3))*s8Sue4tXGgvtEMWQxzbaJ|-sn9>>cOz69Oe&)1vG+Pe5vJR&Y?yKv))VEIFz7$>i!h9b^s#bx8lNyf zpN^O+-$_F;gU=^o&ZIY^wmblg>l-oGdDzPoZCD?|@f-K<8Pfp%4%Z_BF{}@bN0{+< zlid9FjSD+LJ`URx=KG~cE!$`J>UTi=hVzX)s8VqY_Qx!KiF|Og$$1M?y=! z7J_}D{x_Hn5A^)V^B-HDR}{I5ZiBry#Qq4UQvQjRGyBUhJHI0g^rF0NeRA>nbF+7R zeF-boll*TRdTn#tPrAVWpOWzi!~8A&#*mNDM?7}3R&1tZ|!}TQ0@0Ui~8%iw;58&}(^y~!9C!g)43W&bw#jRWO z`+oucB0YqmKH6`>5D%cgWH|L-%>7mLcAex&ZH7WV1^r+2fo_YNwugiLqxOVZJRW^^ zecP4yzROn9{G(gEr;lH~R4$R^H%4tv_+BsZ|D$mJF|m6GcFx}c_mz-ev2D^`^y@bi z&VSKf6XyEG%5PDBg!%bcT14E(|MBn<0|^zJNm+Om90XIM{^&p55<=c&%_+&;v$>`EI| zBEBDt?FmDBq$gg{{`%Ag0qVO-^o20kQ?#E9yV3j!gM6bsi|=1J;>C?f@aNcn{JJY0 z@6GoH{-V8#&#|dA?^Fu%jr?Yq-9IG^@eS3#V*e$u#2xH0=6B)|!~PHBNy1>?Fdj&_ z;ot3De0$I*96zD7$C}ag-N8Siyzf%anRZmk0?L<3=Erb_)Y5_?F(@T$PTb{2V%-17P*V3`$)hNh^<9v1-xBlpxQV;yX_1JCe*tAVq zoy$96xPOl8y?gYui&d}oLwt(k?{-vbe1%1Jtcond7G*HymEKZ>IuoJO3**G zuO7WUJwgvK-WS=87~~z#X9z?5jqTA*q+hqe@jRE<=_-OCYORJ0j zGXjk9!QSD|U%1bS2>=wVgm8k>35?!h>=LS%7>YJ^O7-_QZuwg8dHCzdy>r zZI*E|oG0LT`}e!fcj?;5_4|NE4>bpa3Xpe{C&GOHb6}qJwI8*b;7@S80~OO7-}(1v z|HBp?xUagr&DZ^~pF@5pTZUgt&!|yh_m7fa4bsk-r4IAK`6t)M&y;_5AMS@@f5~6g zZZ8}=8uAmU@5xQ7dEsO8Al^)o$P-~Wze0Wz27ik4N!em~SQPyl>^tf=VbFK%KPCE= z^8T~Wf&NfQe}q*kX*|NPU&Z+oX78Pg82r@na)7r6X+K87&(7b^dwxbo(jWo->$umUH`lNO5WBH=Xq1dur_e(Du>e9MeC6zT^B4y}k3~TNe|MXI!r|wfUaW zuVaCJb3gG~e{6qP zZu`T7N^U&=cKF5K_w9AgfjnaQk^aScExW|}i~K%fb7O74<31n{NZ*kZxs{hMgmZgy zRJdN65BZgDmAvSYzYpxs(4P^8{RhrJJ?Pm~mvjrRKj}p_Q?`a(f%&046Nd8> zr01AIM9RZ;6M6poSns3)3&pQIem=IY->s9Tm9W0Z&tn?~1h>pjfc_=_YY`pWbnv&= zT=DxcNZ+v&c3G-^k=#BU`(tZ!+*Q2)MEZ_9?P)H4UI`fG`Gj%5VcWDe!FnP+Cvpbf z*Qkkv`6GW$wz+ht>BL>WpFL@!+xO&+0v>OiwDleI-+(pTew?fvSF$o$oG-@t5(fW) z{x0LZRdi#w^Dw^Tdw3CHzJFkN9?`?<)BhDknb&7N{9dl6R7ms9tjiph)T;#Ecf|fP zn*!TTl(mEN44f}v7!UcE<@$MYyy7O1KP=C3|E1b~%T)Lt0r&e^s}4NSoFmKSDeFo{ zOCOhR;IA>?Lzw6D2!sDXeq~)ZsoCuOLdlKRCwo$|Q-|6ru>WYE3G@3;gh8H>p6uXL zqekf0fW1R`%-%U}miMAckT3A9J71lo!+jXh*z+#AR(SDpcJvYWN!3XvSRR8(V z|E^{}1$!}8GXFD(VLdS(A`JNyj2{@DMEcBd4aG-AhGHD`)Zg zS$oBAo!!gfJ{t0mFu(srnBPYx4EZvgKf}TQVz4i`eyn`}@#E~r+h?qPFM#_e*#6v< z-xn=vH-f#v`sW(+dLOUJhWG)?&s)@7kzZ9L!}5FQYvZEwPmO~AuVVcRM#`J=eKSCQ z&_7&AKhdv1m<9PETM54j1HbWm8^R#JMt_&f9VGs$H8E#KRKeM0&#->%qqJo+u1har80;eA%bc|(@Oy#BKQ?&qVu%NvsDwP%Y9{Eryr zGtYinN8Jf2{Cx9@a#N?xi#)jfBn|6}-E6OinZqKjkHyAc9 zw*r5J_T_57ha2S#{sVi4<6k{(b!XhA#qj+$uHV(%)5Fe&4}$m_<>Bh(joG{JM)CY# zzFhp%_=2;b4=6wRpJQ$ocGlqjr6BLn*OBeM0!DfY{yQ|YJnXSj9F1S-Fi-Y$P6po} z6vnxxS5}DM<41lLKAcwE{X#ap_lNT>tiBlV`M93~i$@B7hPnjX2>knuYnpXklh&?+ z`5`~9Ma~O1NS+Jwg7djncP!6s*A&=~;(Uwb3bqEAro#C$(pS{uc8GuTeUKO2|1n%k z^1^T`=^MlJUXF+`$P8yUYLbd=A(*X#O7 zouW`p>)Lh9ckdtu>6MZ$AJES#QzJ#{%$ls{+-&UJH*Gx z?;EW?=EF}agFV9fHwTX>`eNe-_73NBYuxjl{Q?(o|9orqy?Iye42O8mRHCnhfgb$+ zoRuG@c!MzL2j*K@eNS2+!mz%m&#ZhrtuJ9X-@^4L4EpmAhWLZ$}Bv7URLbqP&!-_w}7~Ui>~YVdveoRS70M9xF-c|M=PZaeO^W5@kzACU52WiIQio z^Un|d&EtvN7N>gnrJvyO?VSPE2HOryg8!S~eC~{BjM1Os3H>2I?^?Db{#Rki`G0p~ z{PoiP3BYfp_wMt_Qq@EHLw(E_5{CU2mfuq`e$Y2b9m;V%OWS_4bxR)t`vsgo!}K1k zsMLGtZBNlNkUw1C(!JwS+TV+Wd>z^c!Vs^Z{+8yvd643E8|)+YUuJl4W{)Cm&<|Wc z!r&j!e-Y;KSXuXmuFi6?P#@=87Esyk-Q^JQS18|Q+rrGhy#EUE71C4wBP!tc!LzWQ z81E7WeUiNAAR;V3i~JA6EPqk)DSXk|%@2V8IG_9OrY-~96a#(8uLoYct!4anfc_A! z$a6BAJX0x){L=%(JfBAx^b_Y_Ib*q5(WY@+o+^v9jk`@h3;6@2|DkE@*AdF^A%4LA zAG&|J=BmC3>;v-i;nX(Q2hE!U{u1X;nA_W`4qBh?3QK`MSf4PzuTV9jBI_+xet^dIHD`rMiR+8tE6y(7%!)J<7x5zGvc^!)^jSNFQN-zk^}+Ju<`W ze*WX;UHL2Ts6xDf{Cpbt%5h9+2beF))6=w~4r@viL4MOD_J=U=6XR*Z;6HJ`gn|FK zUQZv*GWM2j;r8)Ahc#z!Ig7vdM*U%!y^rzV{=pyR?{ooru)M~~Lg&Vx<(z*t{&z}> z@_s-(i{ldpdBpgI;Ri%NVYp9={2>hSDALR7A0~Nb<;>pI2p=!HeOCniAbJS1c!0{m zKjM6APFx+_xpfHG7wSK^Fmqb>2=+dV=-KeM@ zC?OfqAPFfIGDAg3l8oMOMUu=iQXvrvMLtQ&C@sk*3YA%k(m+-y{LcG*&b?p#-v2!x zcb$9IJ@?%Ex^KeVo(Ze!lRPRfd7mj-sm|krs_d~!bHd$0-q?TD^#!BHE2)FO#raj; z8g$*x;i&vOqUVkLf-eJad<1eDL>TD7^LfH>euw;f+pVfwvcnF(-+Vi3Xw9J( zWvO>$kA%7Y6NdE??fdPrq(j$?RiS^BA7So4-~FmTVzgaff$e{5^?LW1DcMK<1M$Ch zPNmuvZ#Up4>SOKU>-EQM2l4p3w*GdB`Lu7Kk7y4Jv-4`gU@z1j>jS+g-#V4mizhst z$K_S0XL{Sw^920g6VhL&@BS^~+yS5$ke-CaK(Qq_;;kY zu5!*Oi7Q=Uz33$_fA8lmHEM;Xyavht{qr?8TTh>W_!jk0iBJmsbPNIlz7b$E&X&6Y}irc8HHn#p4kM{X+T~X7|e*CSM$qFxD3A6~}8> zsq=hAUt7+fhL6_|k9cxTj^5i0Xe>G^P*`^Y@)xTuNx8b^{26|=!eYZZE$}T?XM}KU#0r= zKj3e%ebc%0H?4DTNF9>Gc!99Q5y=%|eh`Ly%GY+di$v(Z7}kf`|6i!OMtzhe6ambe){_AATQ+Cmk$rz-sBtte~JF!Yo1lu!1I=H zo`dI|Uq7xfwp9Ab_mf}$Sgl_zeFXB^NFQO~7uqMo>^$S!e!Yn26TLydkspNN{~C~< z?{oiq_*_*L-V;ZE(IW44{rj^)+~2g=L?lM3ZUBt*wwz9N{20;%{t@YIIX9?tMS(WN ze}vzaR<7=P7uFA~|HEO`-Ikb0sE_*rhJ8tXKO)~uHSQvMA8MwU{|vMJ>yHEB4Mj(1 zg1m5kghAdIul;y4y&){rmoq8 z&#dM1{Wa4o=AKJ8SWl4tR-6?e4V)-XlhPX#3#my}ItH>>xHiVu)vu zzrRO9^76g2S~AV|cfj7Amint9UxW1iz7aggQrn*AtA3Z~m=`IW1^eW8W5ozKi+IFz8cn5&szm{S@mT!w|oU`NJ^m7sd9+ zFq~%~ma#9mmZkd_>|3lq0$Hm$WqU36!+gd1&M^1~?2pRX|8WUqUE<7E2}JRsSl$BJ zcrB&kb)xs0#Qu@vb2LBMcRkylb=L&?#Q9Qz?2ibEEoys}f`}h-lPvnS6*jW{oIoyl z*qW%8IM5#)U*6Rq@1gD^ke^t-0>Th);`s8y80+x(xp3Y^^%1lCmjWsWeL(&b2K^TM zSAqPldrj8s7D2uOdK8nBJhY0H2*?k9r zQlGAwcFo5ien)zgh9>T^^hyE#qx=Z7cukoQ0vP*OdVD!> z%rvb2s#d{VPweagwd^1^yDwa@&!hs>$Ljfihy4AM#K6(}DvD_KQHD za6T%5dOP}D8wLKhpIBcB%hP*30>WHB2{ZpAP}$?Mp-EN|;&rqSm7|LVVUwN$ePaJE zAPoAC`k=c1o7~Y9MXnF34-^7DRvLjl<9yY;-wK?L*nxjVd8u8hde=WHo$V(CYOP`W zyPe+8?mG+A!=D%btWt#f*j{~)d2sy_Qz<%M5U9t_%=Ji5VEa*l`tM+&hDj6T=WzZV zdMq=0Uo;-{0r}Hm)&V0Mo0IVWf7o9K-(J%%R{a9|ek|q>VVDoKr*b;q6R`UG+Lwbo zsK4`WRnGQm@&?4O4q1QIrr65@J*XdqfnMYnVYWXNuyXp|kYR}bsQ>!0Is=zTfIRKR z^meqK6#t?3R=_BaPBQ1r@&oPQ`x3&6Vsff z#K+?MjDpTH-UVKr_?!Ea&iTXU_;#5C`xlgd=jJxY^NR+8{TvjJ&oI58CFnBY{@aR> z%WxkB^|i|pr>w?;N}0{XuP(<->pKj$fp`e{tI?;=fJa6<-C@PqzM}mc;Z?C0uUXZz??nZgdx~29sWY9?J306&nPt`ZGbOP1V#^&aKXHTX=w zsZvM4pCUb7uMH?vzpBISw`=QDzXztG_W+O{ttmZLb#syeda=Eh)2yNPsj>2!qz{B4 zzlY-yX8RcdVes$NpYsIQY7f!-9>{O4wBm15bq_#%LOB26`uC#y zKhCGyi}lm=r^my2FX5Nv6BP@qxPR}~_eiDZD zOPrq&uyT6OU(jRkh+N%SLm?lA^!B(gz+=L3(f`e$zv$7ryvvK)Ebf1MUb-&1cF1#( zFY=Et_n$p)pQ&7V*%Ri6@c?0{kM^#k)%9-vxb0xiNWade(7}mGfe`Ove>w-g+`Hp@ z9M;dCV)_|o_Mj6#!EI~75zrsxm#*JU#oINa|4YL5x?j$9OwZ82T;mz{^aK62w&cBcu^F?(z!)Mc9&zdgBtGFA6RX9SQ3<(yQmvobk)x z1H{)jzTV=c4%U;SxjpEuw(V!=HwyTN_MrDv-$H-P09elli|0ca=5N>zAClZAVlb{iNVGkgrh7btJSpnp_;)GD(^ zHedb)`QzSs`W-eWi0)Hkd_b7{4}F(o@!C7afW08SgyFsi@|!TU$N3WeU;C7@G5*=B zKt9NC{r^(TZYb^K{MRqMDEK0)3hM*%lQ8fL=coT{yTy)l(R;=;9%2{|n-E!i@}GN%8|q6!5*+bgI3f265r*xzwSFSGymo>(f3PO z-gjKt;L!t9*?vmU_vqDQzLGZ->Hly9{gi{tpTEDr^`)O$uaEbV#wm8D__d$bw4N_k z9f0{@Jj*cMe-toG_Y(#ErVqP)FIn`yD)O`6vjrYcWkv5Pi}Sq#hT~cJ3v07yStekA zD8GJ)LBEing!%g1@2$=oDR0b4#l zF!A~W@i&$aXfT_w&E6Q~i~32J%bzfphmrqex2{h%gM6{QQA|@}u>^ddC58PHhIs3w zSpNw_eBkvj2L9Q!!wwQ-|HUw0@qG~iYyTSa1q?%eq}_O6pXiTReOHnW^G}OF!OKq7X`cH=AB^HY1K^WwV_C}b`XPB+Qh>w!b zKwps`!+eJt2d)1J`ZE{XSG>@VGB<-8_7?X?82Bf?uOuMM&btJ|Pk0W_c`{qZpS4E}^QZBy8?TFA zJQeC=|09eQKE9eZ9LB@-X2gO+O9n|Mfj>olj@VW<DVzeagmtazMq-Dw~EI~LM!@p?kP7pd^70mTo5xj(S@nj?2u$DYR* zmL~s2PgjoP^0#!p(U9KFf!m+uv=(A-yojH`B_D7H2t`IrkoPP1vg6a%JzW%p*~n4 zX7>dIR)t?X5A`1l_J!@O$2eXwzmo;@qP91HP$H45^7$X~+1JnYZ9JbvS;`yU`b zjr1@~=S6}swu;R&M$MJDPX325$Pd>e!r%|uVQD?0hswD>98){`j+Wm|uz%E_u^rdG z^O#)4?R)I)Pu)xxKjHDVjdqUCKE zTFuwXaWYzmO_O7|eiMfE4DEYd56g2OBb{Ksiv5inry?!!qA$b?7=Mm?^z(P$$)jMu zgYq8t<3)kYiltDF{IwnS)_Tv`X!X(5-gd%k{~|jJzQ4DPnfcP~T$@@UE8pLt%gzt} zaNh{`XSRqzUMN4?Q_ZDC52g8fVcQtiVWH(l*gvBDY`-{coRSp}?_DAP>^dKczvelH z-Cq(AhW>DVcH^!;m^UbgorekRDt4LO>e`v_NA0SIj_KmDfv<-Xs?-k4h7aWaZsM@d z4GRJ-!JcruiE}+$hjmYSMPv*V*AN6 z&!=7K62|q{VWEwKUm(3xWH#*{@npCh{XdLg%7nJ_&9=c@ z{!^xxep+z9Cwm`SFlCnD%ocYa7@yj2k&0Tboyhk`PJs>k?ap5TeZzRp>GPJ5EZY@) ze5W5y)At>Y;`s~b-iEuEq-jGw5#`A+%TGJc-W)&2`wY*oItN)~xJ}v!{1tyMAs`I< z8)~29W8^n37yb_ip2!Sti)H$rEZ zvGa3*>+HvgY9*zLEdTFXG(d1Ra|hfHMgF)}O?s{VT6CXJe4Z^}nBLc57{32QeWh|9 zug{Q_x!rlO9js5|#r!1<`I$lgVvzs9e=*3r-@h32PyGF%fVHRlh=LiKxtmU3SOoG! zdz&$2!l7(!Np{{Xm@zphXNln_uzz#x4>9nE#>+I1cF0`_-_s-iXJn0^`=P0n=VKU7 z{(t3cy`Aw;Bl+0c0G>~r@mc4^lHPf$hO}N1hVyfj$IL+%=ajm?0ewY%Cd|%{1v58{ zPHTAah<#trFuZ3&?Zfj^Po!%?Jcs^wCSsm%Bn{<^^#%w z-dn&h-PdNAonJD{_yh8tM_*j|OcFJ$H1Ke|oyQT}Ck zANB(@Uf~Tdm!YEfD$xGjNZT?&C3Hpfqo*&tNW3j*=>=)@F4C^=Q z7b|DyWehX_Mp%aK(+cK4x}EHQpo+_P!Nl`#J}xQ(`$BpN13f6;1@?{Ur~VV=w{ZLg z>Ej+M1a<|C_Ojriqm`@X2&Gu!=YkJ@6^9G1@bTQ$3xkWbT!Ej+U&7#Dk^k;%%T^4Q zH{tP$`>UFQu_sOgJy`BxEc5ck$#t;)Vmw6{>SMl*mDBf)0>bS6BEzu$AiW-bF{Pio zYJfc;|2#Ii=nT_Y2L1!%ACDcS=7xWM0>7z$#1P-0|Dkf254CT*JL22MiLk#$dOb&_ zIGf))0rrUWGEDbP1%&zeC@W{@yPkgfvhI2vVE)K|&o4hU4ouVG_U-xo*Gq@+63(B6 z5`Ug$#Ep@o_bUYp2Y0^it)~z4Bfl5!3y6QT=N^wo79J1V+~P43><8&xm^k}z#D?+m z(^-AQpdanZ!Ji>sBwKrG>|JAMkLx*M9&aoAV#W4L}jle5#c1?4( z8P|8O!&-A+Y>$Ec4fR(Ns24E*wG`7IuQwJKBAqO_eG&$K;`|p+kXWfVb_kq*5DraS zQ<%97{3G_a_^Q2)Oy4ZErIgUCqt;TrJQ;_sCOgu$LL zf9JE{R*ylcqW{N2efIJHY4R)NE0iPsK0$9anvLVw`+)+&upgrG?LVz{>iz!Tcrokz zCSOiq_r(N0v1jLZU-lUEXM}jYAPoA0`&XZ9y>zPmgZTb=dFSOlZzo;`{XzPd2fWQ} zR*GZaHw%`ptCo1O>IlzQEf2i7tN-q#|J6s#`M3Py(#cECya#!p|L~QYVH#<$AI3-i zGtBbSgyq@&jTO?fhm90W=Kf%X+RY*JI(!9r>xt*Xus-R}iqUf_&AN-?JJct_e1EmV zZq17Ew_D+R8RYkh>o0F=D!GIHd18Nv6)K6|6}OaD>h`tf>$#tbZu5A7H`qJM&o8X# z$&p?@eEx)C{@A}?Wd73C3FUlzzrUYDx5ZzB_g_%IR}S`5-&-<_@4x&js>=yTTtMw)y_<89!&nK;(ze?>-+9r8T>TmV_4Vyh|E4X}CSI(RBt*rs# z4UCrw!+MYWXPDkI5)g*_GN>P{oZh!$<YtnF}c}aE3PP>W93hz`x;rsT!VtK43TtogZpzA|l zn^0}`{)Ql6`N}Rq*^gDKCEdjJ39I&jj0^mDd4t5Fe=(1rSbbx>-^}YL(D^NuLw*Y2d==5{dN_QSl z3!B`AH9QraXQIDcXSLLL*^5hHuQ=az3#3X8B#HhXwH=1}q5e=g&$q98HCL`A%|%*+ z^6d=M{Y=5Szt!)wr9|&t(|CwsJ!psdc~;=oSv`Ea%!Bvy!^He#_#VZ74BsXHNSNm% z15;hD99#Jj`~$|rfe*sFPL5HB`|W5iL8~=)4!se~*H^-P{z2J!`dW)TVZV(2YrVF4 zzHnEb++~Kn3xwhR7@i-na{50F0mCPWKEiO{8T~zB9$&AY z(I?^I>J_R3NuL;I`IGf4znut(l7;mJ<+VQ7e*dYS-hBVe@Icl-mcw~1>eu?}g^gV_ z1dyLYyul}{b;jYV;O}sM6s*)T>9XM|*gxWYgF{9r++P_3{A!2gBS`;(^KQgna;*mY zK=~4e{&9YUxj$v~>HAc{MtzOvuV%_98<79r*pUC9)U_ss)e@7$`oJ*#|CN9+yibJk zCd~7-8(Y_%k}lH*{locf{8J>eW$a z7Q@@A|4kmz>-?(v@c3j?h+yx7A@`N&eP%(Z@a~BlWpkk%%Ri0CB@=NUL&m}+D6msZjD zBJD897yAnvHSD}i`A@JXwBN9pl69`n7K3v{d2jLg6w|pdmDk^Lz_ECFrV#o^d2LBk zje4s67yPUE`&R*Bh&OS+L>T-Z^;hPUo7^FX=NGmPkWQ$&CZY>ajCCNxxd(XKk;lI>sheAA-@==|IZMFyOa$Hd!`2T8i@6qVIR8BL>TM^ z=_3sB8IB)5Prdr=TnV24Aq@8!P(KLscsx9O%AN4HUE%!_JnttA@h8T2gh9U4Ki22@ zh43t)UH0h+$Zw*&!mpV;HvY5*=*Rg*95#2k*tQntkNzzpql5D&S9kbc0r?&ASYqe4 z<~-PsQ2if*5f?7yKzls@h#>4k?RPDl89egQbhxjC^4PUU@o(3~y+NP*iupwt=8N$X zVUREKi!j&++81H)Z#ci*3O|j0{CyAcC(eg3kH>d+uJKIWehTstIR0+qtgao_+XF`X z+C8n4cF1~Hh$nDzohV$P$-}}vn zPp7zi_8yIXZ73NhsY3Plp4akup_~Txhy2`II;VGzyDP-wxSt>l{bB!+<4paeuWg6< zBfXLKcJ@0C1}U(7F=2k6GIGb-@=>|AJpPYNjeC2@!d>Mo(HB`ZQ!BN0CB*mC-)n=O zUCzD$d7;0FL=5(a{){k;-wuPlqJL-QeHgt>Z<}^5pTq5O-?9a71yhVcf3W?&fN5nP zyFCPq^4Yg-j9pXKVtyXMuq~_qV~U!K?qiS-wMPv3Wt2~p*U`so*Of!GkLyd+wJtVY z?mmU_?Zx^;80Lrft5|s-i6Q@%!~3kLU#z^A^ouaRFUc^wzZP{vu|@X%ANYSw1Z$J=z zb@YMrCOP0QaQ@L%PdiPX>H_g0wXff064bG$suA%oMlmM+=>iL`|1m?i3{1Q%dfyT0 zjT!%~x8u27;8#1Wwu<_TS^3NyGE$D1rH4|NBc-uNn{X4moWTaIO->1INw5hVwmMu7#6+g1wX+-r^WeN*LQ$_M*l+?=*Rnl z40}>MOc>T@q@OVSKMd+Ct55G&v;M(8k$x%%e}*_#ZsS4M+@s(h(H;qd|3P^$96{s7 zu2Brp4o>3vx7Zj-!K&4Pz)$M$RS!9{J@>(0aejwXa~?GHJOKV4%L#LSA6n@+Zt=#? zaDIsA2XQl9Gje@GL7rHjFpu}*f)sy@(ip+#6L zB^tHM&ck>pkHbnw-nJ;+2YQjd!!FNC4n150>l2Q5#IjfOPrLV=z9aX)WmO$KAVcrD z2;w_#zVGs(R;595omhShd((YP!a&c$f6GChC?8h-xjhDbM*WG`tn@#z?iTPL=^+f~ z3rH_vi2vJR$OjSLC3V$C!W!Za#78|oE%Vqjh@bBr>k*%$J5C7eDe~jk0P7)#XHNkC zf#V%Bd6p2}D;@SrL&fwn{DRIa34?r4UkP)05Qh6OIR3HAd4i>bP2ju$=XYGE@!8{J zzQBJR|M(jBaXoswaQ~kmJ!i)Um#=ekn;2RC=y~_ea2|p20%0C+pNu$IdMRr;*XNVJC)jP$ z$cFq6%I}nZl>f@Lst~UuzmhzAejA!3dLIzWlQI`|=aZE0Dsjxx2;_m|5r+L5 z)h`);cGcSm@E6n{VxHegHhZvXg|iN~x8!+WDrQD&LVS<=?c^g)_jg#NbNMmM?nfq9 z|A`3m^5y>P^z-3s2ge$~`i1;TQ3`Sz_1cAf?=DDDDeAd-lb#~Gzn9{XI_-YC=>KtX z{Y)vG9@tM)^nY4Ne@a8=UlSBR@%#K|J9kO0nk;(neXLl22m^h%UJ!=(7ySz>ccK2y zKAm-?Pf}m*&r{8QU9kN%3+x&7DfPm^`v-M~1Aj4}MVQYo^~q9Gm)2R_AEZ{yUKROH ziGTljPI}m;IZ9ulfAklGAs%XvS^RNM$y2WQ#45gjI@j}82elrT!JaYSMHu9V=Ti)` z`*MWAUn9TH^)|RuYdHbrV3V7UA*{yh%oGbaK7h`eeOHwX#D`yHf@)%Rj}zv*5b=flt++EZr5ww_(*M=HIP=r5+9F!%%1 zH^Lx4jQ!o1Br|6)X6C28P-F<4eJx z#~d1S6xIVA|5B`paIST>{8QrRrKiRje!FTwo~X~4y9Vh`9M=KnkNmzIHgIS}ixKE6 z#{ZYI-#c#ksgpQ@{6^n|IZU#N$WK2@}g{rFVVjf27iP8iecto2!sDYeaP~6 zpD@T`H^jfl|7_`l!o&SkmEJHsB<#O=*O!3)jug*78!_BhL46|({u=E$d+xD(DHmt; z|K!JDeZoG{yZ^;-Uq0?%ta3&&;9m^;vGRX0tgk!%#lTPe-hsx0{TS*i8-ESO`>gyV z?blg(2H6u~$X6o&Sov(?A1i0yBQxwv{38tSE7SZ}CViP~Vg&vO^(*^j)-KcG8K6JN z@2g&gvrhSn-rq!d<~V6@dv7xz><{BLUjKhw%rM^ZU!WgRYiYrsYDsh4xJt^aJgIFzg?Y9){WX)45*n+rFF( zg8AV3P8jS5^*wj(d82v9!ukFu_sq45tm%iLf21e(P8XBtFHZ1(YJ`igl~;{<2l|fu z%57fh{^k62cyE&Mk3UJ()~{eZq8BmPJGReDG;Mz1b5rdL*?+<4sHHw_clr8U5E(SS z<)azs6Z(gOhlXYWW^FwFy%tvx(QlUM`!Td1!axt&$F+*1ndOVz<^5MyU{agv-BcGp6|Tj@9;A5f|F9B<`yx1gh8HD|HYth;`f6ER1W>2{j>H= zKWDf~LJ;coksTM=jk|Do<{JH7=G~=Mw23RkV-#1q)Mc+E= z!OsH-^Y!y)&;vo^xoz-%0_yM0Hh29O;U>@??TIkd$MRcyj~tMlGGDeQ@$*({>B4!z z;BQHv2*Z3(|8DCqAG%R#g%rK_Be-qTqeE3xHTWBp#~q9C>g)2az+YkgJGM&wHKuHV z_Gs^S)|~G%Tu=%3ud)2DLGaFJhu^_?s6TftD+X)qtAX<;DleEGV3ze1%5BB`zDwAL z^#7jfr@XztuYf*ceTGMqJnsc2Xik+G0OdyF_Jkq7kN$`-@B`^%^?g`>A)kIXei6lg zxSzfk{^RMAO}SiO?qyrw%K9pL-;TyFwkW;X$qMRYfA^PbdX6g+z2}Jhxqn_}a{(~8kpI@|^!g(K#_h9L+ z!q4jmbN(0WtACmD!GzZ@?qmKkdh%_aPbeNbtj>5!8P7)+FIzm+$>b`mN7!Gn;DP!t z%X@IY8s$ZppC=IJ_jQU-p2{%2eGB3Ns((sY{WRpNY96ik4^vH~R14bRdv(;uN8ML6 z`51`w9qT``%7|aQ?HA-12}hki=I3&U?|&WYqZxA#Be_Vttn3Ey2Kr~hJU)1`Ecnr<_(Pz77(YBYaAfi|AAQgVs$aIO>E0!C zu5V9jXM{^WOagz6<3F9d@b!e5Z4j>=7TXVD&>!D_F`Q@4`xit0zu&(Y><{A+Y7grV z#(RXp-?qa%{%7Uv`wzlAzw>m(>|T-Q%)xmRyz93=WK|I)dOr{KvwTWcsABXn?%yg5Z#ydmZRPq}VX^(M z(&DcWAK`ws;z4A-qO>K9kMpZ&Ni$verW)2i9PgRLD&1=*{h>Yf|194pZt%?{7!Tu5 z!XO{aU$XLk6t55l{!xF}9@g)6nCru{Yfd8`ESjj!zHfRy^>spi0+FaKVO<29@f&U z6ux&tdwJ<1yK?HyI`Ahrf5JTfMi}BfYCq%3(i<0Naewm?G0*3{bRXpO^-E`nzmVTA zSE~L^)z$*~(B58#om;VbKqkE3g!6s5bGlilRij}3Xzwqh-4%_;Wk|FVJ+Bm;eUHQY zVrwWLK^Wp8v}cCdeNl!Rh~8H&haBQlzX1PG{|N&UqQdIeO0fU zW$}4?L0{0{RJkiB?pV+Z>;d^*<=qfAt$RmBdaq7E81gk3KM@9bqkm@QuUY@tUgiVM zpUT01p?*~rj{DWqe<0-hXuL{Ei$y6fK_8L-Z&dVdDr<|*hi8lVK^Xj-!M~Wj?NaURbWRk#w}SJpYfK(v^M1SXFv9QseH~Z!b%pb5?5|#8)`8Zs<=j8jcWU^ioA(DW zwy(e1<(^fx1Lzm(M}4g@ZEt58zMj_ChetZy@dAH>5AXi!eBp<|6-tT`M((U z1AYI+us`h64wsRCq5i;s;C_~kcZ&QK8;|98SbY}Hv2tb~tUWt#V3>XXL>T-5@`tsL zApSK;YJRv|cUq-C!&AB&)O*&0{-HfL?eiLS`C<@n-}JeI#;pHzLBH`lgs|Kr;y1(f zq+cIQey`7t)rS2P%HzWUsVQgYJM;bFhwn8*`^q+)b{YUwK z?3v?T{4ogRhw;-#Bb(=C4P{^-RBoEO#s5$>+}}le|A-j;G1|w+K#8@+6{#xki9a8c zqvv_7SBHETwMPu`Hq}3C-8EJ{o7>+<#K144?_={s{Y`lV;15xsKXvK8IVEa0_%pQU zPo|^a9;llE-#=sjpCUFrdcHdd?1^xZ{k){TouPm1uUYzOk5L`^z^{P08DEp`PHmvyC?CS0 z-)QfjJ!r=PxS?DTi9;_>}YzfF6)JbMK6VLU?^@(Vb>pSy1l>1f-B`?H@X8$&wV zsPK4=FpvL!tuL;aduSfei~MJptzW;k`aD*WNPzLM|6i55&L6{ z#H2H=g2jGpJrznUuPr@1;3DiF#r7|h)Ef9yMY09HS8s>a>HSn*PUjg6!+EB7e4%7r zuW$2Z3n5>K<4d)^jVpdUg4vf)+B>o&Z&EDmKg994P`Yr)c6swK@NZ&$;F$LRLg~AY zOa{az!2HDaEtFB;^<(ZYLl&P1WgJ%N?HVu&^g*nj41@k*f2^GLXRI9dV`6!8O!2f( zW^Km|#Z${czG8U`Wlnj&i`6g!e~10a>dTjO`S=F>r&zv1!c5|sbe1`my>t(ZZ&WbCb4}^yu89cxBEa;~=za^B5R(xt%SOETCtbane+R+~@ z{Xet!E`;*k%oHjM&cOV{>odc^U-ABwVTdQi{)A(S_l5H7ga3xjeE>FeVp))p3a0GineId;J zkB~5*kCM8j?$!E%P#^iP)bYIJvCv~I-WDoNcpq{hZ@Hqz7@xh48#2kloyo)|52Y*=2lp1 zXxYR4Xq3OokI#*6{yRY)$Pd+JQ~mDu_zmM>xoU=izH5sld=F(Oo{ySAnCtLMDN<7< z#vq;~~V zJ9wS{ncX!9^bh;*P+T21vT%Wt9?hp?*Tr{+92yJyA-HPf&H#TdUJrzw4md9>%Y6v(0P?5P!xiQeY>xxK&|h{LKV|UXOQ#@S!}2b< zT}wQ6dBXP%E@J*_3=8&c?UDuhgYwbXts8v8c_yqcgrlZ5p1Kjv_J=}^TbI9|o%j&+ z3+JQR>$`malik5TBfShCBKy!hrJ2xEqY?Ov{b^o#(&>eX=>NT_ebKQlx7OQ&KScU8 zOBTl|`K$o>iSz5iuAL31&K+(H=T|s?!r*_fz19{P`HGg`zz>v{*4}*sPWLT`cn$rR zR`v#6=YAt#ekkv5osW%gGMUfochh*Vwk=s5E2IY zA^ohJ-lt{dz)zfS_Z7X==GydzcnkU8ee2(0x`VreK2E~%_k>KBX>eijhOm3l9{ZTl zx!m7ttNYK5Ff3vFeW7;BGOKaZJ%B&x-ykSO;5(|trCVQ%lNoc6oI9{+v+ z^C0OR+;2gC^|*X6I5NbJoo@cZY$2auX<8x;~e&YO;P}eOp>HaX$ehKHJyKU#wT_1*kzefK{ z81mEDo-oVz2wDAp#9!U)KUv?5B4B)!r*7kwxl!&9VLXg42tz)hT{-wa9KV-w_C~$g zm)ZBJ!d@x18&37u4drMbz1}Cqb$jgy`b_m3+Gbt*Uc>!`o<^VK+O7P(H=&;2>RxI? zPr~>(o?fouDTSQH|HE(3)W>9xlcMjng?gVd4D&L!^Yuorc}nwwrrR(dw71^=8F%#4 z_ww<3$7lT-;9be(+xvLHh0uZNu$~!;^_4Kl3;9PF_R}~YR-g7K!rnKoRHuzrh5R+r ztDk0m!RehZoQL9k^)s_BZvXlc>>vF#VRl|1B+T_eKfCbz(N41Lyj<8vH70v}u?Nf_ z=hNq=&F|rvzL3un=SPHu!9I{a!mvINuE@Ppym1ZKC(_rarRe1$D?@gkB{Zr212 z8pguMDvI=dzp&r0Z#$i0Cc${vUw@l}R#&$7g?JL@*Wb;%+N)MwCXV>sKUdqRVDVD$ zCrDraA3Z+jA3P58!TAk1b$QLR%R9jTiubodqZwJsj~pjJz6AR>@{zGU?k@WOajb8& zu|a=bbpSj65E?zvD=#a{27cmtM;N{r$Mu3R*bmCX*lz0HK&7`(ALAK@DgP%NsFi7Z zs4N5M@f7Rhzzp@g5vxXneweny^!eGF4p~-+whRfns!~Ai46Js+o>Fr}d z9_=vOF9}V?7Zkh+>kIaY{9>5iHx!y2aBr?j&jfu$ewdv8ns4^=3+SJ>m_EYbkNf|N zVgG^a8I^@0$n-b9)=K=4G91ur;h#xPCF5O8W)Ez;8wI{21;>^bSh1dOhKexeWdPqHwUP z&${p}qWg}>ufbYZ2Pt3u`#-$M{Km6O?|`4^ZwGtz?=|AockT}cFaA5a=aOqu&sh7k zGrI%6%}}eP@dhJi=kY?q;J;A5Lj-d_o?h1|txf)nF!vWjK0O@@uNi~CMEMYg@sZvk zf8YJ`uGQiD8&lb5C;pBM=kc29{3+)pLUuv?i}91GS8?vN>v=NAi9XZ40Wqo?JNWu- zdUSD1ik$(EABIjazw-8k=zcxg-_VSm-?Kek;QLPWzYHHEd77YasuI{SQy}pL=D~LN1>XBNKLq zmmG)u0{TOSS^Pa>noN3awlTXuD;#-7F|~j9EwKKIzh7h+{0;U$@`994)g;mT{p~Q= zJJM_3t<5)~bq~;w{@Z-;;-e)YLhu);?}Q=#!1m_j$GQbw_TctxZWo$qRb#EPko9-w z%d-8QPAh&S`x(_iey!%TW|$wgA7vqo*f;9~=quqs<}bXn=koy$mydW9{dg|6k$^*bg8*)~9vK$25CGd+g6T z-z?vFaio+B*$-jxhrPu1L>TV3pgu8tgyLORpZ*_CNEq@lI6qdO{@;_8v;V_l80bU( zu=z?u`8KQc3%T+W{42&kV~3{Mep6T>agFMaO>(dPyG)dy#r+Op&>y6Sm9uz` zu;L2h&)C~nmJi!?71nR$7hx`+v45U=Zt1SU?oSGB!h|l3$x;w+ApJJShmFf><=;yR zZT>s=_i|&6{34>yCUs|8)bCnY?=b&llfKW=@{&lN*xuH3*FlM?QgvGjrxvFKfxcFiRDcg z&Ua8h#(R8PFnYe|z9iu-=N=2+|AO-YjBo4=KPYQuodkb?`fq2{^Fpbv5A;uX>Y(!t z>qaZ}CVREpJ}`DfqX#>W723sSXeOIag7pylx63e&Qhz-W=%Mya-vggJ9*6t`u8($z z!JpxNXhL84Eh9c2;qlA_&#$X4dKbWZR@mRf+Mze+Sf7LV4ee=?rdQ?Gx2wUvkpGi3 z|I?7leWLuG_&G^1-Q??=4UkVpdDzRfn4X=u4!+kWY~qbrYa|?YfP9fYht1ueR8}kk++QpY!l1wC?-*wL zQ-%)^eT2C`bBLL;)U;LptglEv!*sqRbS&^{DcgAr_Lo$S81lKOUsMkAXoq=x z=U9`w;G6#w;0M|}VRk=I=vepQd1mpRJI z*l+lFKK$P!%Ew7_^<w&7+-Y^zMn<z^i4gpW{GsVC-@)K55n9Z5@!EDB%IpdUVmqD3gm~8Khw^d z-E?qJQlR^V!s!YvW+QT4VLXgC2}3>x*Gs~Xk3oOK%IW_^S$o(|Ab(jo(~s#h+!fdS z@K+QN{nH~4->R&);PqWqB|fca8Up(*Z11Y${WGP91>~=B{;s8y^`0LO1$#jLxt2P6 zEG!Y_BT=6S^YaGR^49GaD>Z;#Y(GQVSTcUtO!z(m`88w5HXZ$k$uM8!$4upe>%Y5o z1&s04%#kgg3ZAN5UuVAhGkw%YF2YHR3GK*ARyKs86$Q z&sn|O_%7HJ;@MWqt`*JN0^e)md}mL;_TxodJ;Z}(pRqlpo?CH$q!7$xV5-yz8=%;z8nfrgjaGs9i6NdQ`_P)5>Tl+HTtG-x%3la1D z)}pDd4KojVNR<$O7P)QI-SqAWyFVmc9?CX>^kT=rrb$&vK?}9f#FUpTF-;aA$ zR;pcS-Nx>V2pMMjwKz8+p(Vf@);H9jC8uq_Mrswq{7{}to&`IeNWTI80LNSM`}NPf z)15({81F6B(~eMi-wf?>e8R9l#P&;#+~>@=E6P`4`=#HGlAm$gt2@?73 z@EM9{S-Cf@mxN(Ih3h55Ybd^F^&3dvSvm8Ugn9fz81%gzePFLdKhn$3gS>ycY6f%> z%^&S|nUbtR_2(`8ywGQl!LT1GqWfRCeh>zKg!O%`|9e09@&<@M2`|=t^Vhf&%m?+` z_v?V~y`2JKe6)YxufM`ghn$E0vHprPd0Vxnxq|;d`uzN+Ri}0SqZ&;0{Sp&i>&8yv z@sVG~jmjyiwU8gi`w4_0zl#0&U0!c{RO1zoC;du#ecji+fUhThRaR2EON`-u68aCq z;7`yWtn~Z1LM0;s)(_MN!oVM_PZ<0=@^@wQ3A=!$hhTmfU-)a34O(ej0rrFC{+2JR-?7bf0npvGKf=(0yeSO6GNf^#YP~Qo| z_YX)v!z{jC^VWCb&sX(aU)I!TpO2IdhX1p}`fHy=oJrTpw@fvkS>oN;cjAHeYhrdRg`j`;xeAQtv^YCAH%LisJpPk8va&VfoDpa=Jx z>zsO|jMo&x`i1gYm#lHZdyOdGBYao4%q`*~?ANfrbyado=Nv@u7hri{54-J!=A!Ru zQ9lAF?S1<>Z#S1u;3Ks`35$ckza#yDHNBkPKC)u(aR>>+|2d#PW92=GpRAm%FM(|z z993*3AiqT8A?E8@P(*$0;C*Sp50pnx)}GcyiHa~E96zWs!m`5&(fw$g&w8JZkqdTS zh4mWC*KfM{R>JWYufJi|DZ4)RE^>ZunCDzzF+&CH4cl+8)!)VN^ZsthC7x1a2yfgKDl1&L8`gKMzwxwW&rN>bFn_eS5XJm;Y3BSsq%cHF z)B5LdMb3{9s~%Nv9@;CdqV^1X(tJXkZ9`tf=)(ORTwfVBA^8!8`vJ&L!jMlPd}!*! zvvzaX{dr-?(MXHr)obCtHqsk%bE=u~ev!SReT6()>zOvS66A~g3i-Xecwk^5yq7@p zLCpO-m2-XA)cfVV^?e)J_l3eu{Q|1>A6Uz<`w^S|Q!=aj@(kpS<8AtSv+es2H}LN` zKf++oC||%CK79`=4Aph?c$lXQ?NOgYSA4SadMgX-8~Rg*>HfDcH1K(zwao%p zA8`E%J<=&^-I#&kf3g42w_6Otd>M9D zoX>wVVjj;Qnsw$b-A~>5A?Hp}e;)xv4t;dja?# z!mHYJb>9RlJSY0Lp0;Xv-@p8SSh09h-T0{RRKf*lTXXSKXRk;1u zi6eE}61jcv=zc7s%ibiuo-xegryY-0m$y!w1^hw(yyLt1gk2}6LwwgBv-}s8%R7<2 z?({Xd{n$bD-i%PpAHqQIs&?3$)^AqcK=NRi?H?GX@4JPBL7r$Ign9h5v&?qGA6Zpc zPf>pfL%fRe-TAXqM%a#rDm648!ay(8$8yM@V*PNXP2&n`6yf|3^_ejI|2gu5;Xb6# z;XTyMTX*L|ee5sXDB^B}Q<%ID$vb?wwBtA9YY^X2`G|zNc>f?!9+YP|VYWVnyM#?W zrj-HrX^Ece>iz89@9}(hc*$k^`A-Gx{%fR)z+@AIgD>5=v*#P!~@hM?Ae?xyl814_F z{<8YaKkOU+DeB@72cBPwS~k&k<>9xWk9hvgFpI|-X6sed3HkAAt+h&Vk~U)b69#(P zVaUgzeo#5^ALU1w=Yt7Dz8B@q>YpS2uyVHkMa#qM%_e`8n7u~N>U(Kau_#{YC8mck z$PdrI2+Kvb$8g?;_q|#BQ^ZfgaK8%qNf^$s93VT!Z?kZ~LbOs2z~B0C`jWjX60R z>^JcBaewjpNekB8gLnk>@qq3Avo)cKz+bF?pge!@&mX;D|AO=q275*N2t)iy^}lUZ zPER}v{txLnsM7mmo%t1rFL3?``{V>ATfBn!n931De}p$L|J2a84D1d2i&Z~pUL5Pj zW8J^IR1Y5k@jCj0*yA0FvZl%N^SIdR zn-BX8Q~-LZ95L*V&>rLbyfX9l`@((^qhw?aF@whbCeKyF4%0Fa(-@PjY>LWjoEH|&8Xk`KZ1?f4G@#62~Dt)L= zxbXgulrbWIhw(><#7nn|R?v<6iTR zfxhDS@jqo;%B8co|34b^CGhZVWf&j(C#+2G8w!s$O#a(3_Yj<4VEbc=i}fE>tO5Uk z^^fh=F3(q z`Oc(&gdu*!@s2;)-r_MQMvd9y@lVhCrXKf%_y@}qHeDEh$4UtNLj6kkQChj+YZ2d% zB=)&?;o@{h&X2@?Q`Wgg9Dw~c=ED<1<=l_tUV`t*uzli3?UPRxwn6-Y@h!vjf5E~N ze#MtBw7J9gekkt~Z4w~>3SFs`%k+3OGPnYDa2bSkEDh=op%PUpl^5{O&IJI z{R3f;5A~1rVZF!xk|%YS6dv6PH9fh^6IkE56XvO{XqLX9T^)dIchiG51hW6 z^;qe96`Vg|f2S+QOI$F?kbgn)B`oJo{5~_SrXlM^E5vWuUy6I~S(O)K!QN0_DdD#Av{|?={ zu484-^(9rhYFuKTrX0(crjFP&*=|?D~T6nAM<=d z+TrVOAD=Jh=K*Oq9@%Dgv*G%dK5<0ZnS$})FOeVVo~G}v?MZ?74fQEKA)@!)E6K2a zB0UV#|8)w}U-kHw(|;f6zn)m12!nq?dKhN+mlOWxx z`hPj$h0!D5?_9P3_=EDjuwZu9!cVtk=zD76h2->F14Ty|ALobOr7-~359IfibGapwW3nLrM18n&HSlWJ9Bn!Fy~LHOAxE}s6ulpS^Cc`%OZBr1 zl43mN?nzvy@v;ncOsZP`cRz_RjF0_iS)W?&+kKGKBa$CsuvgSihFN@*6_`4tdA{iX zNT~gVJBNB~7v(3Ao~)17>4hr&6xjEE*)q3ljG~8v{h`0SYAKnjQ-6os&($$u>TTBZ zK_5|{u1;-E@wrsb^FvoJG+3;j)e-a!$Gch@dg;`|6rYPWqu6pk4aID-m)r*jq~9&s$jfuNOJqhz1y3EX+zDJ&Y-;`ICBYRU~0>m$Pe}FL1kM!iVG~4CR&WHXG=l5vZEngW1 z81;iN@B{6YFtkU0<{LMeeGWPe{v79@Kl0wq4zl!M>9!4`;f;c@*mFwRs&JwmFr- z`9IQgt?FrL%Aq3QKYkBL7_14)3-3Ai4Y@EK=7aJseA#8}D~pS=y=lDbZ67=u{*S9G zkEina{`OrGN;{H>Rz$QYN}}yUkydReLS?x(BBdx=R0yR+3MuXTUJ}wuma^Z z>WA3>t$XJTO6%;vpK!f;JF{V2`i&t<6*S)M{O8%lMb#i*^zVWx+7IlnHo$yOcv_p0 z`p7t_hakTNh(R9zV6cDWzu;lJoQ2tXkT=Tfj){Mm%anNb|2-jhMiy)l1g8M~xL-~f z_Kz@L68_)wqk2^CtX~WL<9K(zEIOtAWC390uh7!;u+=*QZhwS%J+N@Y%mY%_I?5># zJ%z7!-Iplv;`PwNw~Zb5l|A6=kGm2v-SUjjLwzgIy)WYr;nZ&7SKo0C^()cM!TtyR^L#SZU#T7HJGfpW%-7TGefGUs z$?=VXEGrz+6 z8^^zY%AkI*Vl3Df#`F7U$0rWW8431?{6CNyyglQ@RenC|LC>$7Utd|HqC?LU=JA*? z@jDGmxxOD={9>}@QX<$B z^8eUn#+{)fMc*Iee8=!ihTl1#y_4z6_tzh{2QU3~SMfn zRJ+~XAYVa!Jvltr(K}3ZpE*8XrZ%PU^OX{y5BVz_S!H>mtutUlv3(PUe1M)0yt3iK zbZ zo9VEALHZeH^F`%O9l3Q@ioh?*i!l7Z2;qc+(JM#%=K8Kg{J-Z<{I@LRkUrESk)O&N z?UAu_H>!VNPHiSU1LI>it6d^Xi<3B!Db`3S@8d^lmXk)%J?-bnsP znBR9m81#kmt4e6~*etgWFxqdmaa@{F(+R#ls4f|2(D~O<8CL&$cHCB1CG;(vS4Mv) z4E~D!J-Z_PrDClSpHH9F`K}v3^cg>o{Oq-Am!Gpnu=`^}p0}Qj7_=l9Paq862b=xf z4)rTM&r0neAIygsHYEEd4EZVAbIlLujvL!V-%p@D5$4}N*7k53oAz9t?+?_rZ3|Gj zxs}}q6;fxJoI1SsemH-D_Ei@uco=@-F8AlUHEH{v_q`13Noudm|MoKZ0^C1?f)?P*5`!bwN`5|Gbx1j$rO#inSLKyNbj6Z}SKK+AXenWey z@BaOT^Sa^ud`SHQH`#MjO+X$iD5+M#A}A)bES3on;f<0@Qw!eG`WGhVQ?0v1H7DeuFmF&4Aj$6 zUN1e?=JdaE0QQp*zcL@>GCRs0S2}3+VepowO&%B!VB62&dzF58G z)y8-q?UnO*KJ+T#NLXT@74q!+g;!}x9jl(40sc{buTBK7{*@>IeyRWB(Lp17xk9|9 z@!LF#6HnK{_=JBCZ>uvu3-JK?Y3P1_ns)UdkO$#WvlAX)ZGrg(`)hDZDfm$E4(2<| z2OCx$T=cvkfbSnN%<7Yb!GGv|dVU$hVIxmh+b2T(i26I~q@43|I*%WX53558r>F7n z{Te^%`+Tuk2l)Z|BVmXyMq+zq?fR7e69)dVeo4547md#_t1rHmdFeD{sSDp@%q%)=7~Yka6TL5MHuW8<@@^5-m)*%-h6+QFt2A4hW#m& z&+D7|&%2*i=K0tgSq;s#(`Lf>m~XwYd!sQ;`2SG!Kf-+eBn9x8K#=wtXb!>81S{1NDI`)D%!>bL%oKdh&azNYb3r#lt)2YsTx-cFC6XXYpY z_KNLq-Ac@x)ROu4^MrwZl*ij$U7uUNiUj@_i|Ho}^!5E4gMM(ojkVMLt09EJzR})U ze{BAFXE*AAeRokk1Lx0o6K2na({9|~2y^|t+oZT9R<0848=rr#Xg>P#dHDY%DP1u= z45#D&UxqO3P4zayz#rCA8K(bF;Lo%31FW5WPe7Q@pM=5xP+spf58bmJ-3`9?!T7>3 z`+lD=uZO&!+UxY0=)Jt&!Z6)`9P&QGJJaWkDwoImq`mKp!aDsAXT&Wvn7R+@#WX%* zzJ6`iib>rwc{SJ{+I#b5{cCG)TXK1RcztB{w!1GC6>0wcDBsb)V&_SaFV2r26_i$v zoFWVFqr5+!-RW#SViEAaNi1)|&>rsve%f(ncTeANh`{*%rw2pq6)vv<`$T#PbN_A8cQy`ppQW;Z^2?T} zy2#+}fxJH55?`xX^GyTtNwg=zkZGyI7B{j;9borLXD{5;X;nbHdfSnYuLg8Y46bENOa!ylkti}ZYs?aRB7E z=--54{f7SbMg5qz?$*)#``j;!CGT$Ea*@ZoFTc0k(7xK2uSdRiY0c^LpC8bR{eSJ= zZ>+L(JH!hd|7%Iu(K{`TAkTj=@9*pHb!h|J`$9YBbA+KC^Lf_J&I1r;|ECnvs@QS< zBj-BsPs|5e4W);>WcG*sW}NQ{^YskF?7o=R^gR`e=N58#wH7{HW*yiEzIQ@fn=6Uy4$g2HXjHi zt82>EO7z^9g~}y|b~7%lw&r3Z$x?GgMoS!+Hk$lWKftll4h- zzZ+udzB7~(Z1iCNg7EB_pQDW%L0)2e5lH(bjbAAlBS-6Zf%NVl?Olq`ga6X=56ucc z?Ys%|fw;aekVXvsBR_(9q0pb$z65gi%XB)a&SCqP0{Jm@b|+kGSpLi~s|RtMN#iTrkk@>D z&j;v7eifd1bv{0_Qi+X681yZ+Z-L^*iyn(dbcg+7aXc0%wVzq&7u5~w|M@xw6PHz8m+o#d^iUK0B#=^NNP+OOKcj~|q0TxaKr1!`vQvb`4$2Y(UQ`xyp% z70-_h!+IU{r&jY}jL($u?EJH!W8!!dJzf5Pm4c21rSGoHehTpt`RiEIp;L+MRu)eL z>iyGIuD@ype?j@H4^aM@^I4tSoBD+M=^egahV?Mon|jca&q{+D0ORwWx|bf(?)n7m z8RbP7=tX<%bS2-*SGbecg~cLRH!BbFy&kT2Q;!#dPI!<4TGG>n(K1`O%L z=39Zr!2Wma*WU*JM1LU+_9M`ehgFm7HDkA?Y=;M13RxE&`9uq)pbiC)Mv!?Z-#+C)F-vG{T_jq zlEc?HWp$_*q5QOZUFlmf<1*+2;{jo|e<9g`o5bSIJ+#fi-o*KZfH1TpeS~4Z2JNGpY`~-FB{!hHL3r-Z%XtkF z+@HFAp6PdUu3Cp&N$L+V_>a9~6Pv<`c-L-zJ>2wg$kNtN)^fh~|&tkT} zEg;P2C&CafkiYJQ14g<07%IW&B@Fc+w7>4-HqAgC>VfqBHJS1C+xh=r2zqImH~eW2$s4?=W5q z^dnxs2?#^JCtmLh^is_p)~NYQQTZW4u5< zmi)DklAQl3iEXgn#`&O6r_e9yuAhNk^q)TFKbEQJ4gqmO>s|75Xz3B!Cx&tp5t6Z@lf;Fs`$ zLvOR396S6Xdio|mFIoBcHPpkz^>0Dnm)#vI24}6!qhUr_*I zUYiZ;F~VPxCDz9d26>>p8UI#Uvihz*_&@p+VR#?qWul;A6FT2r{s?}LEFcW}$No(I zn?Co!hF)yHPGE95Ti>0QNw&j%sJ~PDdq;hF zgGG>E+llpKLO7TFi{VVlk4!$sy67A@1^bJb?+nQH+ok`#53A=023#u~v~}!g@E4?K zpwIBZ^1VOu^}@iGxAP8OUIFMMf5Nykl#8jkUNY)D_5y=#ILVgA7RgkhF%4H;P^@ybvc;=7)h-ywF- zCk}h!4EBKbL>TgQl-H1PJ3J!KYC!xPfzKm`^#JBa)DHfK^b&^sEA%hc?oIwQWSPCr ziLDp-{5iBkr@k#oqIwU?W9VdoQ2(0)_$$V%p;y`+RBJkOeulo59QtN|2Gs9SzNW*6 znZ$2>1N5W65{C5z(r@}--;pa$8u9fpVbC{@XX@;%+oOCG+%JswWf~E8C|NBT^o9AW z>GxYpL(jSJ_-$qw^Z4BpZ=e_33G?}yFsoM!%%)j&_Kmp%@eK1@hFgd}v$^-Lo!wE( z^HGLbyfJ&fSbwgOJ=DvQA9LlKy$7wZlKScuE-T9qq-^ zyEryp;}YDLOZff7+MtK)ARk0}tSnZnpZNYP*fYw@%CG;4edjD>7m@u~mFh~>>nrnk zVBPuQ2dQWSh*xM|gh5{@57z#OUX+jx`L&f;9)w~3#{7e|(|t685s`^$ z1xH6hzJ}v7O!qkoMm*eM7P?4}$G;J8E!HGHj#g-*_%u?ZOWDh~^B^C5f23yM^M-39 zAf6(hw>uK?VYtx zqwxsC`k3A?9~)?AdmZvWdcX2emGPzJF#de8JVp_oiTl+8!VnL!K0p}g$N0ydr+U6% z)SHA6UnK9r{SIg^qiwg=tTohS$K1ji=~<0E~e@9fj*IX@EiA8`I5 z%;TSpRn4~W^l(1k*-U+tw)*HEc791w`!+=ew44R%IV{h<3-<}ApL}S{I?ys@kryB44(hlriC_4o>K|;*Wmkh&%5dw z=Y3<}g9*l2kK8`gq7CGW^o~1{kpC?tjn5C`EpIBW%HPB1oAJv(-RWqo1pHus_S5qB zsg{Jo{5@FA55rF6kAz`9M|$lek9Si!bQWeq!o`*&F5PbFU`_hBFOR!4`&t!zkA&?L zx;KBF-}oNZ7pT7p6S`@BidBMmAU@9{APoCAE5zdy2LE*X8w0)0e`Das=5Gx0!+6j7 z&!&8W^`}qy0UK{6&3}a9{3y{k+2H>D_apiGV?y@jx8HvJ;qhWZ&alS3#mz7t@rRh( zkHgxG1^weyp&jF;Lu}>%$HAieHqbu^E1J^#gxUAzf{98?TeDwvhWmlh|0b&YKGPgs z1^tWn7X^-e_cczNJ`mQ&7%v?s=k1-`F8aSmv`@#<@Y9y(9s#}B?xa4bM*GG|UT<@{ z|K^e~Ky;rOwog*^wkr56`oCA?XVOId#b$UO+b28zGRuf>fcXOL zXUeqvsn2$*1HEW}gu(uh{webg&Nw%w9QKEBy-gV6JIaGFkJp5iSp9fPK(60rlZ}vX zVE#2F$9&fgqn|2t-=1LVz+PR)e%lB3iT*$J;^|4&MbW?y_CK|)Dy_pA0bd_7oJ#ym z(^;{$%s(9JbEvOrrk|gtmagLY&$Q!@PG(meRq&$ul3_akBp?jqW4t8{>kG^;So>X) z&wn=A=LTNLf%Ch#zWy)zN|O2co_u}l(sTPaEBAUeOVW=^ugs!D@&o1Q`zV3SjP}%D zl64RtMvCp9Ft3NZ%vm{oj?8MPccVUB=5EdptZ3!+3zvm=N)G5-!ukdCV}^UO@j_*^ zD%84ge|1S+wXAt$E%+zKGs0jG)IYZKeA(q}<*~p~=fS^`Kf>U@=wF24eYBtH+k&1K zRYN^ptX>HLVUR!C=M1O&F}}}MDLo_k6Nd57o)|t!`XmhByQ2Ng*f^u1dfHQ{PvLko zj?{kJT4>15s|Z}pbQ*K}ca_^u@4KFok#1NzW@Tz~0RM~-m?dqw*v%;yugjZ5Q> zmA8VwqdeSlCmD@dKOEMtIKJDhb0NpO9Rc|xKMd1(7=hcpZ!RGZPpK`F$`R|6;Z^uO zIco=bPWrnY#PU@vH&Y&_auXXAmt68+Eqo1Sm2%h!W$ z4WUu+c@fwLw$D^7E3$}C1A9gJ%>3_k+qGjoKtCuy!rcC59#~U9eOPy%AG<%!njP4* zS>=UNmY5&HYDZ+h{f$)@ODFw}RlKG4{)5w{&>z_Qt0WEnZin^6i@!0*E9Gwt_8|Bh z1HBG^V>mB@`;pW?%s*JaAq?_H{WARiU(DBEj6O4x7h%ZX(SBxGsb5T+YYzDp#&d?5 zKM)4`QQosAWZ1+zYryzOA7O}p7|&*pR4_?e@dfM!>6^VrRcCL?QK&Z%&Q;T!e69$* zkMPAaHNtU^AwHnL&Kd04#lu=;-&oHg4C`qepD@_dKN$8u&_3q8)XdEGKcGne&nqAd z=f{!1c~7o?T)tr!{O;*6sd>u79l&3h*xm_4yW`&& z@)zWfJx}MS1fJ`33&S#_LH<}zBMk8hkDia!ww6<$!1?teOy~Cmgn=HEw^!1% zzTFiD!FV&p{1WEz+Uum2=W&%ua32))f8&G586WYOwK56CA_K7?heiQlE8cI9-77u|o0@>+WF=G`8v zA45Dq`UrD*`3xU7u0z&3sVd22F@FqCqxeS{^24crw}XD{{>EUxWBN9cejyC`A?6!|q27-E$T0nXu7KeLk|$waU-X%C_vnBkcfLOMNfq`R9=;mrMf>!5 zG&n$7xe)vv;}v1h??3H|Y(I+HA>N@p+54=1;G2KEZuRhZZV$fi1JjFAC3$_<@4=)e z3s#lFej>i__pp54nm!>Qe;m*6b^nQFZyo_X*zWJ-FG$zy0Qno*17VnNQGfnZP1AmB z7R#yA`~EJ|wtP5m4)@*B`-pjb^bhW@FuKPXum_ZubW`KR6y?@PG8T6c`Ug*GE;s`*{9eM*yk+gIzre|*F1hnUfnFS+;d-*?K(~}PYf_Z>e8MoD9}^IU|Kr5?6d1U2 zz_peE5N}W(L7ILxOTS)|)|AW@`y;~%66gNL;IHEIqylP(@i1RuIGN%XVaeOXA8Yre z@q?^yo)}hTA-M}GobVG6hI$L`Ck9PuZ@72(mC`=;e3j#-jT7?W`(LCtxMs4JwEQ3# zANdKnext4|IvMI~s4szV;ld??d+dH3fgpaWUWd(2V6WrE;}M4VivG-SABr!8;r=4D zf5H%7aQ-C>@fh{T+Ua|DHXhXDkUpWXPwj!`9a3z*SZ#dHx$vz&_!q|a)gFsh7dZXq z_0QFD!-pOHGL!G0hiYCQUU}>>#B=12FnrI6^bqFsu;=N%c0p**8+sj853>6t1fec- zJGA?sh4E0Hp`K0mWG`%idJxhRdc<&6&mN-hd9Xcf?lQSGLtgXsN?5>MVX>#^`v$bf zuswZ;#Vs188pfW#<`&b#&4|a7FvQRw`u7@j+p{M9toeMiX2TMXra000IBMVjeb8YC z6Uc{qiuJXIFgp)HnAZ;p^Z6=V_VWRU&&`l8p?<>cn+$Xdo`PkY{644{mW~y zQNh!XSoYot?eu=;G0E~ud5|CKYr|-p37h8J;q?NB>Ha^#h6xMLbv(8op2zsX@Ehun zFyC+3@KQ1Htj}Q{?>Ab18~fDgHuww5gE06vj!zi$h4G!W&mn#`IwsAq93}ccUGzu7 z+@CfEq3L~gCccyvh&b_m<_uQt@qTGA4|_OyoA;#F^@((w=J)L`3C9Vv}pNQzqy;a zzBl(B#j~pD-UA{*A%jaem(X zCu-u0({CX@W4wrU`nah^;wGFwKzm}C`D1KkzF)$U$6&u`e+(NEe{l-Zb5=C}@4Q=_ z>pHUmDWZHC>5Z#Qj#=vazw--m-xrVFe0&njUO4`iu;*qk1nLl<(ViG)=Vu5*K7{_T z<&W&vhm8p;zX@-Zi0e1|V1P0^Pq5Xl^+m>~V+w44dh0laWua5HLVk(wZ~gC4th@9% zkPpg_Fyw=%Pr^JNv3B}DIlfsj#oe*%5U4jQd#fVH=rNFRnz`#6%K&;8trSl<+0cZ z88trs_Q>Or>0z3{59)J!)rKyohKkO|+lc95*qPRcgu(xizIbV^PS-cwf%CiAf4shz z)v1gV@ILkzZxHM={_+^GXMJ&hgu%Z0ARasOKt=Ko$S=@d;#WFO`0}Wk%QJrCBuQ0^ zSco6UPkedD&J*@5JxTdD z%YwdbhIozkvwQ698RMK3+4mlT6pOo0w zx+NZ8K))yt!rWd7!+H(rNy&X>q4VGX%pcT$p5f-EK?*=W$~)y$z)bgGZ?IQ-{^I+l zF}v)+KdAkF{?;>tOC)dpi{X1SYQH{X^{jr7Pf~v;+?(p{)u2DDKkc!evZAz?DXfQ(zCHH))_>gi0{jW%1!2%H z_Q%@U{7#tXH+y2`)Z324OWvaVaPKDl`FFNW2Kz$!?9E>~@#>*R+@JTBNxWR2v;*$f z!tvAO&L3P2r%_owCT-4wfV*BLkiQ~-X$y^v4$Qp^^E39BmKK~Bq$}E=Lj4m4c~JYI z#e-yPV}Tz%vHa2y!~Qrvzpvk?eT`;@U{A;&!*sv3fH2Rm_U%a@)#hLf@rFXD?M|&a+{(<9X<&RmZ7bf~%4&TqZ zvS-24#y`B?aj0$9;rLxX(2n{%EFpi@d#VuP?LQde1L3J*Yy5pz!TbHi{2oRO@SXNs1L$Czaq@@*PK|} zPEs%P;QI#TFXxEg@?VCweE&UH>H3lBj&*Pz2K&o3o)TZD63gw0Fh4(?>-@#X;=>D= zkC4CIn|W6iR*ZuEezdnEi4RsaN%w^O2K9I3vdb8yAu{m)yZC&bLdX3o>rx>8;q!Ts z_X3hXtb*}SAA})(BENb2ziY%6zXW^E6U&b}Lb{IK~UY zyxvckf1kkGzYskPpCEi<*O3^>GwXPL;-tLAJPYfA9ok4=C+`Ivp5VmK1JZrnR%Ve%I_WF{y`Yx6WRk|@DH?4 z)~@;g-hcEjhWvo~kNH~owG{r(UeZr&e`gSbeTeTT5HOrc@slvbpMT$H^$BWc-y;jo zq<$By*{H(haVGuNkS^QpAYUSWFMZL@)&8UKhV1hUVOC!{b3I-&`=03kqf!26&p1BY zS9=udoA~}Y>y(zh>$ZZupnaa7CN=X`_*0&*oljaFTY6{?KfilE=WzcPZ_)QAD8KWM zt79}82eA911Q#@ym#OV?Rz5@aO&I21l<$Sr??bPg3+3yl3tP7)`+kpvdJNKY;pBwg zZELi6{3Z*o+gxl*gsXrE})Bn(}(kWrIrnn9 zgkk>y>APY-b@CNENr-1KB|<&$ii_0(3y-}JPjEbjXA*sc!CufFuDB*%)meWJ@_*_t zZO@5oL2*#;!hHA&;S3u8sz#yF%e|-LG@5Gb!5uf;ZnX6a!{{C}xEX+69|J7%; zMxDmygZ!{Qc1_Rgz@P0+T;A7Q7kY-fYyth_`jufPnlA~%e2MXf;ds^`z3)!^vG$G> zZ?BIl{BXs%wHx23vTrze;{T=zgxg+0yuG>VA2io7wo1YpB`kse; z3g?Gg^0GgrG8#aBXzzrfUXJe*hIokMG0f^|w=_&L>pm$eFnQeSrlOT$y$t3fdLA*) z&u;(sVL@hX7SBI#M`R!HS)2mRwp2#9FlLr@LOlc?l=whP$;%v!l0j!zcJJcEdRzp zKiVgIpY5kIO#jy|V3_XTWtiv71vAvg-|Um6u#)Vrz;j~#HD4okKa`*#VRy@e4l?-%pb!=L_c93zY0$t5Uf(@4EYbnx4RMU zJx2Xk#{Mr|P?R)jX@`}f|MSD~in1!)2A5bUu=r6_6ZtLsSt_Tm=yiOQs^L3$UPnAW zVOTGqJrwu3{v-WTmST6wzT)=cDFuFli$QQ67VWQihs3Rm#=W?`7v~wA9x=?D$3w#0 zKZ|dTZZE#>4)mixmKa10$@cSy^%&;QgkioU9JMH6USuBJzl!!!k~lBFO41zYLw_pC zpW*P|09UYgBQbr1;eDi!Vfud!LCHyvz|(_e`1+VIr`~#mS4DTa<_Y<1G1@3nPd7%B>PkivJ(?hW1WzwCx$D59vuI%Ptl*s@SQM!B7IMclU?R-RfG8($9rOF+JE&(!X${=*68 zJM?eDzz^C-`Nlt;e(89@|Gl8R%YO~-eJ-mB;vM$?G*(h+k^OVEqr^X9etxe)t=kC| zLO7E*po7~(nV zmti))FwFKRD;6$S|8L_^?w=LMEFZZ?4h4PKBRz;=e#Y@CJs0b@by*1fp?oTr>Muz> zzaIP*^HASzbcQl-&x#sHLTwVpIp|jde3_vZ!2#fk67tl2>hUY33Gd^ z3YJc9d0@@gdsW+uzt&zBLjO2FRF!92mdl#J{Ehh}VOU=webp|ebFJ>zDX{Yg)iV>u?zPq9h|F41auG@chyLZ=niYF!3iuFkt z=411}G2CZt`ZtF81L>r7e(L8szxL>ToPU2*pDKz+Y5 zclo_~YAwV^?Els9qM^;&lVHCSDn=39)%jsBw_=BB^p`f7~n*SX_56^OTJzl6EJH|~*-dD&|QqpF*l1%g zCd-EFk1(&FH2#Rm&+^>?`6!P6di$~MLo9vx{QV}$u9LFQM_3Dhxz>b zR;oEoI^+`AJD$g8nC?#&Fiiiaz%b9p-YR?;-L%#S>uxFg;sL}X^k>45Um`tU z=UiNLWN9L-e~|yy!Dm;MT&v^tkk(P>3h%cahj@$hFwEAkt+VzetFKJp^@DHnu1>8H zC*gU_CkR8ni0=~ydeI&T!~PGB|IL4q^5$C6|FhtFjIgXD(N7rUgYx_Cuzhxr-6eP) z`T0I&bhOT-WFBt_gM8`v8G)Ir+Jm^fz9Z)QMc?y$Rw(>g%>CtigXV}%3iiDJANmD5 zZf-uy_j7(MKK8DnN%Vhtcz%mv#t&ie2jq`1_&?I~WB<+jhkqaQt7A>#pRSjn-i-G3Yq)#IdvL!at3Uo4Q6F3NxI3)B(Y}9`PEecZAOrr3 z{r#4H==5UG4)%Xug5M@t!_4;Hh4lc^^ZWVtM;Qt4px%Q0w>xS4>3$&#>=pNW+5@dD z?7E$X`2qWDzpQs^$EPa3erRvC4En6s4(nTb|7Va%W=kvN=V)(#bo)#*b!>(BjN|?B z+g(vGCY8rihToFC{E2$^{_guSnE$4T=NpD!NDTcO1N|7!s2%(X$0rQ)-9H%k!F-Ih zCy>1p=Ib}sUp&e4&$dU)oy}XpKau}GN3KoS-ntazYk~A2hV{Id9-+kavHo+EgP>g; z{}^WTmr$ZOsp!$iaZ2Z~KcS>T_3Ke%`ZN6tCHM3k@KM$eu-JbXX7w_LVf`hhM<|&y zV$5x~FAxvK_Q)~am(MW76EXh`!}%DoJ{V^HE0i*nl>BL!3HlN1k7GmhcZPvJv3wbZ zc!B-X`z&8#?aaS~Qp@u87f8GWdd2ZZC>5=iu-mL$)fn>^hE;MfUlz(3A1U%O2!{Mz zY~MneE4nQ;@1}yiisxg7;d~|1L+!AB`Uf+A5X#E$4thGO0_+$0m)%(qUo&Gp@FR}L zLfMkNauP`ls4AATOj(ex%o{SwF3yev0-W zzi4sNx)=74U!uJc273N!|KI!c{4&Tmf!Uk*c0}rWH(9M*{&m7PYIQr z3tjGo-DUZwP)S&};ptb=|LKb73!&19h%}ioqIv-KuXIW!@j{}KR5j77tR$BbwN3PY zrYJwcTtCVNE{6{d8VKL(qCAyjI@^TaYJ&a=CmKBoog=!R66sSuoH?X4NDJy6XkW_b zcM4l>Edu*Ndr|3lOvfDyAN;QeS2O{e4C8OsKL|<4n6ibY2wuQ}vPWEmg7@ z+A*G~3J(|!@~Hn``}UXXG8o)d3DIRSXPo;1mh!C8+vx=u-k{>{t)y}!Vqt$-7f9C zkz^z6XQ4dR2-i~oYV(wbpKurm^kaM@4D$ohr#64w_vv;Xsvjha#PT2v>ut23j$tE> z*D6or`tEpWf!E>4Fz)Xi3+okEv^|0SI_!^OIv*}nmx%U0rf&lNh4iWq9aH~1Wea~_ z-CeHBdc{2WzYu)Clblg#Rns@ve@A`@^Z2bXe9!~$fg52w)DL0c51-eV*5Q+et0@0R z{~^rseW6ByNw(C($M8Kn(xcH(vobi)7W{pHn16=pJd=w`S{h{q!g@dW#4?JOQ@8Gf_&jgpm}h4*_4 z3B&($8{qq~TD#IN|A6}ek$ z;~RUvj`YFsUE-HLznSRMo;_u4d)s|>o>{0pzkPmgb0p+9NWb>Ao2reTQ$WASFJY)R zQG1)fcAjiC+?Of7&q1h-81hf#r|a>DTcvI%v-7~ht}phT3O;Jf?jII*{rG42r6-F) ze`sF}FQfOnJ=WOd`@S8{gJ6H%J2XA7&-exQDXt#~8D{)+AD*`&(o!DId!l^1+l^OS z>*fg0W4vOR)~`asY&|IKVUd)v$>t;EqZrS6EZh*j@h;2&4UdACojeZl3FkA0X+K@q^T*scrFqjpzepd$l+O!$N#A!!bG!ilg#7o~ zwe3o~!3D_I&^`!*y`laYrt@^d-qJTlYd2}bdJ3OsnCkVy-VWAE!l74Te;VUe?-iqt zNyHaG{6YSDXWjl)>}uJnt?fm+6V{?s)cP`-KFB?+o03kkFJn^1R}_LAxaaG#{)DY5+% z2KnFn8-skq{=rM}|5w=i@cq4bJ<2f1591Z}2kRZQ7v1O+t)>m4`?FA9gyB3tVm(#; z6(!}O?<>$B^ahU)9`&+>zpuBm>1a^mY*?Sr^N88{UP$fmKFUXL-}`XIdp`i9eDn^s zI#t}#Rn?bD5c9*ZiKO^Ei;ys!f7Sn|J&*DMY6tnFJ{exh=)wM>UP1I_&CkCYc@Mrv zMtb^8`xGg6<^#{y2?Kp-fBIQ*DGwV{fnR)|Fk9aX_3wWDUKdgi@dV{f7~&_&yRYg; zlUDys$am1*`)Zg5IQM!1^2Pr9I=?f}(UW8KDPiCFKBe_>W7z($&|qa&Hzj{9ZlC?M zYfWzKTL}LrfboDZeBX=w^c%5bOw}PTn7?+3-RT?{EyzJ=V^aWNY6vIhV=Dw zb`OwpX$F6Rlos+CL)#gTgJs`>|KWIs(J{UEm}%Xw}pe7}wMWw`TBv&!4~ z?7W81@XCt2Z+`pn^%r5DFB&}$@w*yU0`nKj&!~2*@rW7i5RWmRH)@^%1mB~BC9tMEOe_5pn;p8@8l zO=k?g3-)FpmM>w@AIg6~jo&@jt?ywxdLJ?DZ&Q2oo$CLzzW%QrF{=*=2TFx~n?CkG zsay0u!?Ye34(gh4Y4OZbuxIRVklWdihv}R7`f^aqll_f#ujJ`IHR0eTiWlvIa=E?- zpWnV;t?wJS{|V_Ea`nQ`IlGi09_WhsArqqvzW4QNMfGu{k1*ID%HPz|PSxRM0?e0~ zpAiQ7(EbR6KjL_Vxx5*s^9n-K1)Z`^7TLjkDz29aP4}s29y7^e`(Z+}4m}HncHhAt zkbkq@9|o?!#P^4UW_tSuX}tA;|NosLmLFm8hsl3qc~!D!YG?IDp_$F1=N;uw6mKm~s`y3>%LaL&{aMt_*emo|2KG1z-$%^- z(b7Kn=Lx0tK(DwyE+ov(mop6a>7u+W*S}ajEA=waFRlj)3B!3;w13OZc31kj{ZKnf z^07Sj%(QRq3y5#XzhzD7+jI9WDrl3uEPsyv?y)=^>U&0F`WUAAzK}4`OYi^st&o{% z3i8(%KR?_+^T|D_0GMykK8LSZrqN!_&yx#>e^5PpF3*bV!^$ByCt~$Hz8H7oW$ey{!$_%fAypevwaNiB#B@L}90sQ~6g(GjQYaF@48Ri$Hf0T3clk>aI zu=>4ll;_Y##ZyyZ{}{&`wIQai(*tk5ej2s^Y2b(a`7!~l{bPFmnfmTBu{7T3aoJ0& z4wgYaj`WZAn3F&8&|Y{S=^5=iyL4UFFz_E7-^Qp}$E8{Y>eDzL!)$$Ovrj1fHC_$u z7uRXRP3KVE1zajW;Kr%JHD zuOsH4FvtVfuY{p~jO%N{Ko81;Jx|}Gu>L@wIR3bBr_e1s6_sC6{1~@+Nb&QJUx7aH z{*91fww@pi^22yTnCG|Sb|sI0V%in-jq)VS_EUu8ikG~fb#4luf5)|H?6q8M$n(qb zYihP-^*815fBa^jlH>Yuhtam zQ5FjMBgQlP&a%RK-+1^w4)FwCC2ix+Rs8)4o};Fy?8@ZzkqL1p)aGrQ0s2IHoY1KJ z`o%$YXh(V+3>ImBIy(vM7uy}434LXw%i()x#1n@!A8oaM!}IHjo=-YT_BUyZ+0>GiqW>2_dM71x3O=J?E;EtnnRH^L z^yFwI8MeNgtZY8?VD|~^|8j+s2Sr-1GP)1%qdX?hm6JU*rzhAa+B?H6{~^rt6T&=S zoa|S7$a&Dg|Ft6qc_V$34`_Y+=3NQ$M*o^zxT?y~Nc4XJC{Mx=|LJ*b=k>kGZ_XL) z+~v#eGZRh`#8oVe>A~~oDfjHgoZmN0rjq14~rduC>{ z#whXlG_5h!^T+!quwRPp|BbD;ygFz*pU?mEw+a~@JQMIlG5v(Wo^d?Fe0}%dgV5-q z5>vtcsQruZ>ydlA_1ciFdovwo@f5(Jkid=y*>r%?bM#w zOK*(2ANV)&>!N5?d3=r~?0<;ArxFqdef`r8=UXuTv*+pi1EEWY@~81SqV)?sKjMq+ z7TcvfpK)<$kdiR?0{r8A=HjZ+Y4f^0d_Cgg8S?q)A2<0E6hEd*%EbAEwn4od;|as7 z$Umodb`OfXAsP?)nckzZP(#S?j~7lK>C`d9Kaa2frXODMVg5p)QVQ8CVX$v{AKStH zX}sf+4Y{+{0{w_*covkNw+iIr%~)k<;&WQGo=D;n z?sMN7MJPW5{_*))k!fCfp&7srt}hA0{X?jK!tgxC2g0y_fb`DpaAsM!ryH-=%vSGJ zub|$}`=9OSvvBb3Ac!wGpAzQ&$l8|?e}o}EA%Co$)z4?IS$KWc0MY;D(fBPF)R%>u z%RMB1=BjI4%)TIi`4#z_+so~0c;ra1AIyj5zN^%nefT5TBl0u1CBmbRM+LXhTguSht5VzQGXup)!tpEYl1wm{{^m!A67sou^zRc zd3M&*7&+b_VaRvr`Op6;tLLnO{1N$IXtzD%s;R#`-H#_+xWw6DOnff;K2EqWz1V%r zyAa67aK2ph{=L)D_3QZlDZ^}kYVo!m^4kURuwKOHmq?w|6}tYf{FyKSO2 z0)aN84GZxZJ5eVMoIzJ%}dV17Y;`^=9OWJ><# z{QBH@e9=cI59r77e2wMveyq=e`~~&pJI8dT0Ebxqfil~bVJhVowCE$q?N zphfKd8{zUH`o}^tPJq24y~~p`p2UUk0{ZCreRetHt42UP!FE5*>-XLcUdQK4zX3Bx zc?62S->3F~K5G6;3)uh13H>%5i^ynr%j2)#A?xiQbZX)M3+egW-P?9M`~Z8NB$mG) zVptC#e}tiah4S#|eQkwYpue176-t)D5CTl0m>L&r#QOhQ7 z68#?)>My|hMu*;iezNa*g@onT5q$xHAKVg_w1Gd35z|K))=O9~XPD*l4DTU-BMkK{ z|E zWFp1$z)AnTFsc>Rv(erH-Htw2TRsc!ha#Ne6fE)XBh;6Wp1^B`x=B{;5T_V9sPACeIyAiXKV`b7T*uqH>mv3egm*Cq)!lSa_geEEY!R3dBLttJ5Fuzga4yN zdlQrn^Dh{`nER73GOKE6k{92v7M`pfyz=mVkiYnTWFcW#?_zu<4D!eR2=jQmdUB^v zuRStBzQe@!L>T5Pe1Elv=0L@zKluLr>XkKbuA61>{p8iVb_||%r#qYnM1EH9n|14D zO(Mi2oNo#9c*NSBNFRjx{$pt4oV|C)y=3R}gkc>Q1r#dh13x-q`oeO(1-PhHPp`bdk91Q3+;n2yB|QfCO|{} z?Lj4ocesDFX2W2U;U{i_eTnba7ZT?A31M!}ghAiffB1;97l(I7f;`b)!W~|^{=8HL z`zOdxM0!C{%t_Jz8KV71oHeM6I+zOM4-xZ282ZQkg|)-te~w!C8R7@Nzc%S-FN?kX zdH%<+GiyH)`C;3~La-mqZ`LA)^OPumhUZZJMHu=+dnF9(Tcm&OtDAuZPKzO*M14h0 z2tDKZqYLnd{ut>}JjPzxLB5gvC$h-s(0TYjWLE!NH)LU6O3ri0SCHRzzj8PD#J9uz zi1tSq><#1F`l-+7oZB}S><7nN@6l^>bl^7V5A)Ua>$;WB)`;NqRg}vj?@E^=9cqc5 zsFinGJ56r|dExsTEK=yt3l=aIe*<8KQ>g3{&L`KAqv&i9*{7Ai&O zgM}MTja+FTnFr3H6{x)vw9@6@s=>J|Y-f#Swk~e93IM0Wp9i0Na zSG2=^5Xw7xSN*)2DG7YPAm&!($=|t75Z|!BO&zx?xHk=edMG~6Fw2h#L%c?N*%Y*M z;#ya8urGQ)>Zsc7pD|#6NY7?ljRR2!tzi9(=WiIM`JB%qKP<3Aw${+CYw-?}+W8E+wq@3xS}oB=lPpuT|e+ZOwFdURMK=mX#1 zzSvl=>8>%azimHUv0dSc4WBQ!Hx-;exvB!{>G*v7bj@CJ1;tRGL;Vuw`EC3>&l4+V zPn1n1{^G;J(kpI?zURUBcl7N3R3U3SUw`b_a3Spbm3){VQ64)s&NL|8B*E*+I~RV^ zUDquI&d=ieJHw-97oXlyB08f!@LMYGFKlo-jO*_L)?>)z_*@lik-L+^ydK;}?(ha32}IPZ;W# zXivK>_q;h8C<*Hy^rzh`ZJUajb{D1f2MBO?;tV966^={M;PRZ_MTcjMkS?7CSNb4ew(fL zN$n5BXPhqxbN}Acw=&i6T@A!P)aRbyp_YB7=K{w5_B``Fv-^(+%m=uhCJg?I?=<%Tw^HD`C*vtw-e^{?cd?q=gB z5Aw4=X?otOQOn?aM656F|ET}wihl-QpX~p9)BAOFE4+{LNcY-xYUtPd;6Iqp5r+H| z^-UQ3jj*>~ZIFFE>_=m~N)J7+7Sz5J>ea|!`s=AnFRz>i{2@M|{OR*kcQ1(Fs1Jr& zz2`vI!wt@*jo_~+j{{``pAC7E2lZ9LFIG8hIeL@tM`fr_Zy8tm73>Z9CCufUvHsm` zsf!!=dLyI7ackNsQT)&o+k2+E-ikl*KVbgE_X*265`CG*?G_so-IUn(5Sg{>yT&hB z1o;c{OBm*JDAxxd?CKI`{42Ki(Br01c3j0dd0JT^X#2mXotW|z(wCn38S;tTo%VaOjap0jrP ze?}o;*pL6`eOOPTJ!V%(eSdgO1MC~uQ-mS^#(aw5c-B8Y59>43FST=h5(a-meX({H z?{n01JcaL4U_Qn8oReWSV&U*Ccpmjd80aB0``XOd1^Hs>Mc_t zUgG$9uB)7+cOL+IM)@+#&My)M{h>SwL;NFrFiPEb#S_3NkG#9*7k`g-;`v!#<h;+@!D7#@K4{|O00Jc##hgm*7R--99jC&T;9IMhY- zf5jO8PaZqc)vzEzUSW8>qY$$ zL;leoziW@dKOwzY`mze6opwNd6zwBRzeD=U1~=F*BR{g5VzWl5yQsdV=d-?z9Flza zERP2l{69yfFB8Ik82ew;I*|EYcOmFM&VO-8{5AW)TmNexY2}`3J_PE)D6fltCF`dB z=m7quJzm6~Ut*lKY(gcRm!bc=7(dtcy`kv57x{6iqBSBeunWXnY$we1=h9DueumPG zJRV)X9-p!8-Bq{`hx1*&Svc&fSuf7t%f%ZiuEu-9>m})})g5wkB{{71F zDTDv?vp}udih9R>{@RDdFSiC~u8P%xGrsLr3I{ z^;z~h^iqd!_&u74oN;UNaxWePe~R+T@ll@U**F{SZ@P%}m*M@S&xFCh4g0s9--n=f zF29_zQEyCcXemr3{mv=h-~C{^I`9kE!!VOq&VxMzeNR;@P9y$b)qWA{A@iN<^HuXV z>yG7VgFJBkxtmqby?Qwk;u+!WkA`wH;vwFk{I2N*oLgVsU*SFR`&#qX)wk<~ppSUJ z<=UU0L$vJH@cqV(qLrb;uSEd=@p;1VegVphwKIFT>6QDrTlekYKT$t#CYof_)gA=> z94O`wVWo$3K0_GRgX0tC^*7ee_A`WeeSt8@3;qAi!lvyxa@pVyaQ{dc^aJA+YxgJn zBMj%asGqDqvwy;T|Ihj_A^zTcGI8_y1krvD`F*Ryrqlkw`#yNS!tf|I{?|~wd*?55d&ut@e)+*{HC~U&cYWBi z_s&i{{u2iOg!JV{mle%19SZe*Tn}N`&l5hr=kBm8^}sKrC;!tlw*(o{`4&C@)p$Yp z=rqs=Tu*_c!7#J32R#2J4D;c5gdx8s9JzkXkSc24`}ARjg@u^xT3Q;7`#1 z6`T2fS-Y^9udjH)tGD^nx^erzGkQgfO~V*C561cLEG-<@*M1oEC%k)|)bAV=6pW|T zF6B=15r+B!&VP5PW$L-dKK%ao-N23gcTOG!@d5dD@1|UL(?POazwWCqp06`oPWB#+ zU((AB>aAlHSiQDnZC6n{BRI<+Z z)GlXU&n=Z+a@w>)0sNV>czq1h_bVe94x#Y~L;V`*FO}JNc3Y-szm5DaO}8#vlRg&o z4{@2-lPbI9?I3TIZ@Gl2aq$#iIR8QZ5r*fH{&J_>m3O@cD;$#;BBqBh+!w_2hw{+2 zkIxkHz`pT(i!hwup#LQd_Kx&1JeK@DVW@wg|1SSpZ~1Pn=>ErHoDVVh&jszUFPoqG z`x8ItdGMDsAGX7JGR7Bb=l5R-^Lj&ttX@Nxbw9X0R`he~Y+EYYUm$-f?47DLzJ!7P zV0^1MFaIc^RSWzT@~h&?38}2$LeOVpF}(~|P<@4A`o2a4VUP#Pr?TVsS%2dEcs^ID zXI}Us>VV`_%%52MIHH#@_%rk$texc>gh3wE?!BVU za@SOd7w9i43A6ium2nGJ&Z^3T_<`%MEVi7oV}LH~S5Tgn?=x0~Us})o{euCE3NH3< z;QsBw4BPli_xiwo8`u9Je8ki=qhVlQD6a=Q&TU!MSw@Q0yB^A4`K9|_^gUvX=MOvW zepP*42=pPngt@i?1}S z7WIv=6n)P<;$fQMD!pmtaNid7<b$P zg6C;`#K1q~$78w3!c9R7KwnYbkGH*!cN%>V{3q@&tKBn$6tAq}^Hs0fDC5|7I`l_= zRi~E6_mQ3s?S#|E{WWU|hxMR7R3ip|iR-Wa+AuLfxCZnK*Hd$K?0*k6?ZE$Fy|;F8 zUA&6=6;3Z1Wu3 z=w;)vc*HQvXKPPhKKkpx0f?VQI6h)nKh|TZ9qw15Ju}Sg?@8vXwn=k;g1^Cf31L_d z>IZ9Q_eG!lnegg@OrYE?TL05C3B6>#+=Trw^7m=go4YbQYhgUBHxY(-fb&0_yisA< zhvQK1#`O~B?{h!P{`O_PSsKU}&*KThdNBSyAD;5@&G37$|3LY@&>g4!=>BB5|A6v% z(S3;B@+ms}e1c(i|A{cgTM_k%T}M{E@rL>Z+7n^$k2qib#fs2( zWo!8RF!eXr<;#6s0{o=$i!Ymxub%_@jq<5S4E_$~K^XjJdtBT8d2Wx?pZ$M1qW<%? zBGuZlU{A8w5+%Ho* z=$B2q_C)+YSOm4hego}~jh96AJ;Gprc;3!%EXkj+411r7Fw{5E-?9E|Kk}-$`_nC6 z6L~)HdiK$qC@DyY{Ye;Xcj?KvqYNJW?A-SAHN_lF59)NF|#Zw%z5 zW#zv>KI1H2A7PM}<-Zu_L-|rW#H)6g--mmXJa9|&iF?35od31-{Kk0wrrI!0r>T|iN8h|26uR^89q>0ee&f-&lnXCRlm?LgH6Gio8m29}e^2d= z%BLdT(zri&LbLKyTD?eCq&f>X!3Wx{?4?{B=DF+{U^$yT2K zz6%kicD3_@_278#!}`y52o3`NpnoFF`@cW-xQnICJ@`Hh^*`lsQYI}+`XTAdhk0Jt z&n+Iu&*wip{jT%Z(hcmfk650B!M>0l!r;&FJdI&9S`Wi)ze||!A3ypY{=L#=i(CS& zw`t&K8}E7-kSE^9XtHsCG^XAjF!HBq{E{kV8BLHE(%;nT|2wLAE%-C!cT?-nE)Qas zg1w^td@@i|+WTcT>_6ILwjceRX1_3YnCN>bcz>2K#AEcYg!%JdjHe`&9TJ_l;doz? z?iKvHItlz8((@&G_38@)?BIM9>1i1#9g?bhL-7Q)w^%)V>U-)w%!l$N4EtsDFD=1m z>b4$S4faFrYXm7}E!I%KMSu0xwmeYcTny9;(7zG}e&T$Dd41`t`)f~S-5D@GwJ%#6 z(m_KH^ugu%b!dRRN#uQJT;H-8IX>u_b0=>K-e&u@9V#umEya{OJ*)!~_`Cd4zO=llL- z{|9D$q{@gt-*fw`R0lr5N~mPtxwggHch)P-;?TF40j;=|0%P4sZwlL;4k{$pKgU` z3;*l`dT{(`#@=T7ZcEY(E*uV)Qw z|EsV6@wE&!e_{mj2>J2n$_|U>^Hy-5ANloHdicnuW?NpLBh2lYFxxK*B;<56Wj89S zn4o+ZX6GvmLp@wfFT)Uj#QYLSD9pc^{>6ypdko9YWaEW9ru>;01MOmd3nXrb=Z~L# zhUJR_iTug--$%s5c;fw$K+?qfL9YRg@cnY}`UH|o2OhlgDiritY###2LyjjtnKm+i zB9PL~?UPZxPOSj_n?Sn99;vh$qWZj8J`96D#QCY6uV311&!9ygO2HrFe9~h(7wCMd z0DTkNvq1Xgu;AUZ$20pBNH@#;NN#C`_>KK#WDe!@T(B473G#zsiXQ@*q{OotUF2AP zC6Lv+sE~hUB%Ftc{UyVYKOnu-4)%%bW&J5X6v*lo{~DR(1M9=}$aPVB^ZCtqh(A+B z{z5<)>_Z&i83uha{Mjb8cfQDyZgfn1p7rO(MlkZ*|nBge+9|MG>NeV2zR1rtBz ziifS4e?6MTYk_>*a9iuP|N;`I=Qc!T_4n9jpke~=%_M}ElMuNfy+OGnfE@{{|9 z*BpNf@t4}Co|fys;y-x*N$hV0@`z!*xE{jn`&a^b;oF__ruu_^i}xoCgMQ<93RX$8 zkI7z9r1xC~3M(^$8kP=b`HDbMd3C|Jg+0{5;fnzx`4I;D6W8k*X7Np+Xu4wUlIj9j zFUm{tyj_Ax&0ye%c>gO&oPN4pLiRrKn zm5Ov9nqjan8V}o9J}%I3?`YcL?RJR2*skF*dBl%m(f9a}9>O3$q+esY>+HPUx4?d= z|J=u4&V4Im`MW?9)=#P16TSbtC4&od15YSb@H>mO`wovxHLxy4hfc#+XNu<9W*ZwkJ+V2<4 zhxXiY!?A>JJ*RN}>l}M;#)_(J7Ow@`*B%=-pAQCpAis4w9d>ItCd%K?f9jaKRBTh} z!tw_JVW=PBdI__7JZo3fBl>g#HUAq}9t80N?Mo-l_F80MCs;4i*QM&?@DH!HgMSd` zrvkz-Kl)F?kl&y@yF6)I&@lcd#2Z|Hmsf?SLxf)P3y8m6{@l-WE3#ty8$nl{s248^ zf53WiJzeV-jJCk)TydRRO2x80}J z?GBM^;QHOYqUGXBB@d9VxV|LNSNf#bVZ=c=4;P>3F%0@A&VM+bO#IU~)|IRA?F8`? z{e^x|^M>0gfl&X!cuE+&Y5VpEw0>&m@mqgw=-fMp;vnC{_376un&1Al5%x>C9s{!k zyVs4zaGwdsH+Y;?I7njzyuXF*hJ#n?tO^*Q;7Q{f4ztW&I(IX?Pl)m{EHgCyH0L1b z1JYw8Ej8fVrLkbI*lslKlEBmF4bWpCwqL?9AM)QQ@$%;b+d6|iAwL*q{*Yn1pC&L$ z{LttWDFyFy(D-+K$L$WtR;2o}pvO?z6Ux~JpkHV&Ju;p)S>~mJ|3rUJ80-bt$1r_Q zS75y7bmo+0De!+<)JNloM$7A;#z4M~{(vy(1L`|rh*$0ULp=lS$3!#M{#{XTWjb#Y znDm~U9vdjBluG>xL;i{DF*&L-XOmqn@Plx3nSzCBG1wEz&jc~p3$BMS+usO!nw4ve zd~FQ$;PX9)riTu#wS;(w_TBUFBM+mnIS@ao9WmSQ3#gsjZ_j%-CY3$72Kf%Ir)T57 zb4M@dvGY-Z>7f$2wq-X#{y3iLwfphcEpuVL*xyXqwbQch5unfLU(M_W>AyPF3i3dG zF>|`-+u{0au0Mo_Of*zIl&0l|S2z z!Je_dxnp!#WzlP}AC!mr_O0oA4SPa7q;|yMFHyhDi-(0)WhMNtKVrT2uM4g%I+o%}yx*uSE^5@z=`S$|na zw%$t(mj(_?;PKI-)alyW&#!sDVyU$6KjrZq*!@a@rG@|Z=`Y8EeIdUrt)BH;vSK1U zkM?63)nBd8kT7mvgt>n9Q@QvqR%K^`~kmp zZ$CWpMR5!1`#`-sqtCmuV0@G>VR#<-$1vTe5HOrU;|(<0a{IZFA>^MJ4+yjKUjf7P z|8IsNej`1D3~Y{tcn^d9AkH_)B7AG^$7Hw(^!_5+zjgPl z%EGhzAbh*r zU#;q|t969?OY4u@qPvC3g8m@AgSYosF|b2Z7ck7?8DWSYNFT$#v_8V{J|V7` zwKI9zc*|}LtKSX&75xEWm>>HO>3QXT<*RY*{aC?}sL3t^<@8kP{XxNhXDa%PD|yWQ zwXNyi4>R|61pcEuY?tlcIQWw2dkjcFVc<9JXBnpYvVbte$9B&HzX(Un%)fiT0q%2( z>&XIJ#9&WoKejtoY*h6a5Ah*WEKkBPUypw=$kX6o4C7a1$DE``($1h8M(gW-X z=^d(mbjpizWmq5P6GPqVY%YEg)$1_65Qh6#ggwnQY6=A4AJLx-4P4em=K503ub~Ok zyo-|dbN?_jeQw#LbsOOS?a2S3H~maiI@?2kTpwXx-(a{K#iL;hJj3RHbA$Jb@cH51 zQ8M0Rf|cGgyywB7hDp=mehlUp!!ws94c{E6(wp>c_yup-V8w&H-ZT8xrx!6NMc+fl z@$6>S1-RRUfW4!=5{7&T*EeErWsG#P=>8n)pz`7#Fbah#7Z)XT8HgT^wsHTfox-{AZX8t2{m4GmN=m)s?mFJTyO zR6A^j-ysKhbOaSJlD2D{f+t~hIaHfterpqp~mr4ud}QkEEqYjXkb*Ko!nibk1+Tj zS6yrue5+(%%4U+9d^8F&|;V$=^3?Ydu-2`D}d2{ zMqN5tQf>4N#zXxZy=di3!=^TfS6D9~4El-lvvwB0MlX%7(wFsBw5IiqPTXsBsQe!6 zZ*jiSd!&-0Zz#e2K%{5%^DWIuH!jPuc;%?-xbL|^7Sw-G-yF5{Kk9Urhy2Y#tS^Mw z`+)+6BZ&Ww4&mGFCo9P}5dDs~iVnYxItA;)^*D7lN;tiFg|Y$3$EkD1x5w*;fIc8S zPJOd3G^JX@c^le~)0A%GJFgO**CRbn$?*}XK}Uc;XfIAjCl+ttmk;(w?TF>dS$mep z*3l8_5Z_QgoMp8?xsC1u_Kx%rhWJeFmdCya>lpF;&NL7luzvCTJOb9P zPWcGK?v&pUhSj709wV8));ID3+|O@^;rtT$J7&(fL9Vk>A%DjFXpG-P%jNr~LOeuy zj9J{=A@$P-s2`yI5QhH9FPEE|89o#GDbamL!C396v@S&>;dvaNFt7g*=JmX>=KmG^ zP`d>37oU#`#@g*$Ugr5)(SpVw8yTo6nDU982MfmDb)37xG!6KL@r&UKvLA-&e?Wq< z_ZvEOPyWX9Rl<<(;(7>6(ffabagjb=RW`{WuMuK-5C(aoeG>+I6yJYj{gqNkA6Pqm zUrR79^<3cI7mHzjLmcmu_wVy{)}UXguj6;RDcTI02=Q$Sx z6YK~3Pnh&3_?|}t)GN@x5r+CE`hyAgJJ&va{Da3USLKu!wjUM&{iyG*7Lx;hUaaK) z#r5#t1QWpyZlA7ABS(2|x~ABh_5Z6_+}gSu_<{U(Ma<>tHs`}Mo5X4C{VIW5Wyr}H zSJx{2q~{4kK85RZ``)sCkH%`QKknKtM_lbZ;Qkx#-#pgd%J3-|&h3dX)C17oJvKQk z&3`cj_=*0~qr@$HbM6SZe~bQ+Fz9Q$cK9DG%A4Bxe%LcnXp(+>8PJ3L@l2ZH_aUs1 z^T%t#$Cz<S{uAprlN3k$pB}Ore zD=!)rzJU4*uGjni@Sl@{%fQ}{zdnllugdm$$?JlL1R#r6UDBmaDMuT|@j_DFde z>tC{NRp^8(@I0>12QlPJNDpDK*LE28`A_W%<0#%u8Mb4b{gwvEhjG1A;wBW` zwzv%Xjrqlt&B{@AH%(waO!O3t`qQ_^F!1k$A6se-_Q>o&-!~9U9qE#;nCAxjFC1^` zgqWD0fqvW{5{C0zOIK6Y5L8q#CQ+Q16Gs@3c zPg=a8=crDa?{C;GlL`X|Etd|{T`BV*s0F6_RBVAk%2;2~W^|1&}TA`Jcp*FU?j<&l8q zMPRRI#QZ0$NZ&^m5a#tx)<5z8Jx~8P5X=^C&stSc1NChhAF)g^;W;|TkMf%7A| z;tW*NX}oz|C%Lwb_yh7p`sS6bc(^?KBg7AsH^V2%p5{GQ=yz+@DagN&9>Tycw72=j z=T?Mi@8|V{`9IPk2aj3`^*W@NFt0B!jQ-WxP1!)IM$t(uKf)3o3b;QaEV)w#?Tz(M zl79Ygf63WWtJ>jl5_awI6p7*gVug34Pc$Cno5(LV{{zau*nF&B&M?bg*z@#%TmfNz z{?Gcm6TcS4M+Q#HH-P`MVLrg{bJo5~^6dO;Zoq%!?;^xte<;62cQoE9lv+T28ts8F z>@P8YBMkgSc@pOPW#38tFUYB6fj>Zb_@-x#9Nv6}+pBNu%bFg!gh6a8aAKmCC4KegZwF<&PP`{DNO%%8IUtbRq9+cRrt^{W6si?Yj_ zW?+A~o`BN#!8cC!g7}2~FL2bC{+5&Y_d^ANfxANj(tbmH$Nqtd@lUq}x`2EzzX;4! zDxG-O1>`~PZxdHp1oh|h2O0cKF&_N^=EL|I6q~HIZbXD^XVRCTt7?j|0}FWm6qG+* zQue6?@DIl$4Bt~n{w`HnrF6(95b{^lm!-+u8ln!R^Y|F-+_}Hiz$&;;hVeZ(-eq_B zgN3|)9Q-NWR_SOajF0jo%;Qf;PtE3aMGwJw;QS%Z$rEJKCn~(6^)lQ*^M`Cqy`C8` z9_$16M}%R2i}n;!e<<@;%_8ofLk(8%F*Gj%d%^yMK_Adw7)~I069#{P>t*e1zd;z* zkLw8?@laOk)k3g0ln-Hke<5_7rbfqcMUcOmi1nQ?zYjwg>Ql(?(39SmyQeH;?*|IP zOcq8wVeyj0KbucVe_p9ehCzPj|=rHY|GQZS8wm* z@gi*B`wElEJ0McZ&xw+0}pKMi#Z{x)4TVDP5m5+3;L>{eY#nTTb`zPOn{1NFP4EBxkA`I~w z?Tz(k{9WRuKd65UGyfA|^d#tT%2n>K zB0@7;E#ijo_!SXz&b_TmIj>g=EYx%=CK`f#aeTq3{M@cyPr<&B-@?chR%6UvxqS-H zUm1~KYYhLp$Ns|lsb7meG{SumTpwZXj|qc5BL7x;t((|lI2rcG=x+&w{^9w>D*a^v zGwTx}AHw`?)x*mji`*4pJ;<*}-BFV#*1Cbcn~C{P82F9j6XyF1hUtAmL1h0gmI1kT z;16+qkw<$+FVWb?{e5J%r@(85G5g-7V0ETSs>gkE;2-M$>hHZ*`|Awi{$S0ZBP%2a zz2N(`H32vN3{lU3d>G|V81h-9k74?LtRQNLd}!T+3b5a?;`I=Q`w2$>Vwex_k3_l5 zeSTw`GJLNB?JsKXs+hek$ALeXk3^k)?Vmnr1G~>Gh|2%b5+->b@)Mjts=U~wHWu!K zN&4aVh#|g=X@~1bKGYxf11Mki{4nAlYp3@M1yMC)e^)4$gS{Ys*KRf&Uo+E~-+x@2 z+Bjy8q5{Yt{n6SNtvYkpe*pVLeOf<$Uh3qTqVKV75z|8$?AiKX4D#ypFNXOH{>2~< z^ndic601M5@!5Ta^$Q=ZI@w?a^-#=534=6{o(=OgQ#1aY0DVFEZ+O@BT5rQ7m=E_m z(K2!8tG#AG{TuzoMwNsUH81z_`z0H@T00InH$vW(wHx27@~d6W_p=*&jvBdYMiZR3 zp}uT%{$x}#+XL=%BY!sfsw*tNa}oCA{lx1d4DxQ*4*ml5VPm|^m40_N0Dq7^!VrI` zKemIsiC)A!o^Jg5=Er=KFpP)%VVK>o+|<`I-Zl3V z&zClx%AeVBUo`kb++T0HcH8lXjT`qjn;MS&*wQTu=Iv!!;kf)2doiO+-)EB~hy@Vm3M}HJM z-ly2=v997rhNrwZB6(>&$OriuOLz&JZ*7cnx~wI{N3@67_ZgkXO+5zVqdgG@dXV3Q z<+8}%#q|m3sob0b`6)h682FF;CM?g+r{V-})R)Y?1noFpTydgb-R76z9O(I$T-U_+ z7hrzmXB=WUpThRd`by^(dR2q}M1F1FvgME4P+y=Q*T2PnXUBz-ry!rh{#zw{wvF1g z6!?q&d8^JAIroVFI6Yg3e7DGJJ_Yn3f3`-rFFK+d59d$xeD(Im%aV5RJkqoE+p0&a zXDo;MAj+RGoEKrdVC}3Pz}lHU6Xy4?wvDcga{O==>;c!aEqiv8|%>d}=35-zO66PAWKEx~D7nM;w25+jFVC?o&a3EX4N4FuU(a7}ksW$}o#p zg!%qxk6LZFGMhC#AK9aA)$h9PZm8d3KD5WYJgkUx!w?c6_5JLDgz4@uttjk|Xt0M4grzWZbU_B&|K&+C(_ z7B1ZPpd0KD(I4-%u6!Kh+%ygKlWui4)J_t#p4xW{=Nlah|jqG zeYMX5b<-qa{pc_Dy^HF8*iQ7nSIqAiP9ptbnBAA%_xrlF|A2l_zr=iIf3oy}lHCfB zPvLlkfgYT1fA#H7W`U>q`8;8%9rXNxo^CzlWoCi>;rxW*JP7Umz~+;CKdse+cGTws z2Np+u3($pp4aYx_H+8ko(>q`fxSu}o#&r6ikPg5fY)|$N?eeJJmHUU}_+h&{Zyv+% z*C)5?+}rj_^uGaPF@IA+2TV3y9S`>#aXy9*(E3ugEkFHZnK{@a+E2=jx&e#Vnu9)? z>IK2wld^DxIV(%pB+5j$y#}pFP!(G zzatF)|3dpE4E_<<&oHaM5$60pR8Y8gUY4msIn96AF3isPMk2%ue4a4aJIaeN*Pp}g zcaKvAv}qd6BO@e1Vh)$uGU_ zu-dlHncy!_p2uW!1+kM;m|Gx<`B9ndy4tYU7f%3@6Jn1%c`6AFK#K+CQUs-FL1@Vn=b4AAcHP69c zpuangnCE*8v;8t*h_CIQ=l<)2Ppt2ax1#T-B7aW!TIu-Cv9{FTE`8Kk(1^ z{D~|rBiqww!9J1SCm!3y)qd^{^1}OngdyJ1c)ypy-fJTC$Nj(w#5_MF%KNuhRnYs4w$kyxIpg+=+85i&HXr&i?Uk=YV3B!H}{S9Hz9~$rV zg0BP57V~@~6EWXEWH!(Cd9py1Uts@}t4_S{yVex^AIkgW*4(3idyBs3MeX~G_hk0z z&&NM`>EVTr@uK@SXfK4JK1TiP>wZ_In1DY(`cF0=$-n(#Bk%|FBf{|hB=$e0B~Z-u zxC!*&dQK}Iakt;({y!XUk*&H{Qoe!Yar$Y{`8NL$Wp;jg`ctbz>I+f5747d#n8&X- z5<}%uNnV6`J>|@yw$3siUjsd;UuW&@?(2RZ3G<;ooUOWAIYq)3FxHm|^Zbipc0Y_T zydR6}IcJ@rTDM3I_>b|HFt7KWD{srVGy0(NJITRf`(!vn!m}N&!|xdgSo=Y$9}otA ziR&fI^HtWL)icfy=oakLF%asHNZ{uvI-~SU32Iq_VkhM2^ zd|}aSkQY6FWYxTmZ(JaLwZmNhF7z(>eB3FF*Pk!kwtML_R`mT=e=)xZL%bG$??S-Z zD%55fKs>A8Hv`&f>8 zU;aL3c4%(URF4RV*G6J~5{7t({*f^Ff3)xHRn<*Vsu$!RQa+P?$$H734-5hpCJtV zK>x%rdmkpJEx&kfq%!0KX#Wfwx5vO=%ulEtKkFOf25Z% z*ay;+Co_1*{t0rNKY8kPfn{H$0b~EX5%*_@_MXD;E93>KOT@3QhWY~f|Gcxy1iyag z@_Z`qYWd}};(Rt6!aj`&8{P>^E_~f(4J`Bs%SZ{^nx(7!G0MVLRjt=s&0({0-_S!%Tk* z_AS*?6NvuzNAn@({-w~O>lxFHV<11p`3tW{pJ_QY7xGc;U-(HjsI);J){Ey6MKbQz zU+VhE(Encrgn7I!nq>RSsQe1wZxqEX5gb^!nb%8-a_8^=^iu==zt>;9K89D4|6zC* z$%|q3{#vn|X8igAe!w4GZ?RUu-bpQukZ<=9kH;`OKP1fMdB^7Bj-NJ@c>Z|DWA8jc zz!-i%@y^~dsjE{&-y^~G-^u9Vr}o7c^atx{cUs@Q&-gh4><9f7Vc0Jt|5!UaZ@4S@ zZ1PI&KfInn82mrl|6N0^xbW;0p05*z`OrS^4zemp`a6UBN5b4c-W~EG_~@Wq;0N`e zHU4bOYti@Z(7x^>27N*L?q1Y$?VWi5@-v3xA6x3Zhxd62Ki+Y_xUv$SM||(KL|xx^ z6Tp9=z7bYr_s8!q?*6c8YpFsnvY(Q?_`Yr0v2Z?u^e}vo;o2jWu^V&b>HFn^k~Ys5 z9?3`HdvD0kQhlo#mEi?oPbl9~gM0Vh)ujW!Fg_6m|BUuWn6Iz&#Oah@($##wR$4W3 z&(9FieL$qY%*s1cML&q&=PKL(>HVg~R*z(uozF1r%jm=LV84v(D{J%eo3ir} zuV0kMhi-H#k&wGf{3OiJTgvYaa-G;=s1n=nR|L$=O6a%=_V>7+$|;ji#`bH1`^I>_ zRCz2R|Hx1ikQcQh=K4hKT;CqdcCBBp^$Pfj`8r{qPe07K8JU$NI*&m4KRnUUM`MgV z-wzSy<3GIal)rbFPe3p7lVSS5h~QD|&jXP^u0p<#_oE(NDLUFI=^Q>2F6GJRn5OWX7qJ^IFCSmBdo&ivs8sB{0=WK z2mgumR;?Ri6)|!HKM$=c2~O?u#tty%n}qp!H^XJb-)e*UT*3D!_?`m#lj;!<20DZc z;r3fS&M0BZ#vi;sSiQL}U{{&~uh&-BTulC?l)>NUt$`OVpR{d<=W%|*pnoV2!XQty z7uKKt?<*h-_KEzj2^^5p%{L5)Lw{1MTP*L88VUSEc@T#G$y58$!ncb{s(C(COZYJH zyY})KdlegZkOw`F80-`6@ku9nbLror|3l$;PabIxy?ALj*H6N*KSKFEc@;8r*6F2k zw}_ulJ8f1=^H>Y<4)ynG&qD*Ig)Rd9!u1e_?RXdeu}rSV@{4BS4vY_NkU^IZsz|d64aY5SFakA&)?^%w_6wOaMT^@$GD$ixRLaUFyBAa&wte5Gkq%5 zuaRG`RtNs_7&RN_M}P4uY5X+nqP^fhke*lBnr|v19zuSA^t`@Q`d?ezPml-NXM=WW zbZvFEf+@8(%#)h8-mwJq74@Sb-^y~p%`$GkgrPo+&%YVjAv5E{683)!0b%}qf;a1R zR8QGQfW9HUZ?=DP2{+jLOY{!%QC-X7#=|wa?R|H{1n% zL;1a_pLt8z>o)KM<=@z8&7UC2KYTyXICspooilHOKSq0POg?r!Icgc?YsjC*%DHNj zy}ChuhW?W<*T2Rl*A>eN?UcL2I);ra@hy7nu@IKY7 z_Vnx-;9pQa@87l-UtduQ`3myygPhl>y-(x#`adY>_Uop$lHX7Jpe`5owj>MsBmX{F zMYp`Jo(kU&K>hm=yTh(lW*5)DKFTht%w0N<->>>O@6@#x*AF1C9^&F(7a zi=&D_57PH}MvnWDrz4;p=_AbdL!Sj-{yW-v8MLFm5(fW@{38tgQU5+4iCRBsnj!dO zod5GHr_!9;b0HpMeUC8Q=fn8;W$2SX$5K4_dC8ZRoBG~b76kT>^bm&oP^fP$_K(*0 zmK1%D8pr=S?`FYl`~4u#rDA>&2Kx#67lVD`dcRi1ZpO zzICg*GVNd=_+JsO?_2IW9kczS?}ZSq-J#&@+Er!`;qNm_POb}D1MKh}PL*89C7`?QJnV8~~1KS>zQqiB9=-_CIBwDRn0 zb76mg?LUmN<|NqIOSv;VJl#n$sv7d~fnt9BAbf!8|AfIFv3^My)`#cateyT}CLj#{ z5%U|?pY5lAe3y?_OZ@`he|N|E5X1f&`TyguZcPmumLr};Y# zudY*lPV#J<#ymGxlv|Y;64rVn=tqT%wGtD{;V)2$uf;+)LkC-1qiA=pPGdn%@ z{yM`@e-hgt!z@2!SlNJ$_ptAvI@dkG4{<$QD1jLGh0jZR_O)-`{)Fv6gp&Rp-q+j; zhV_a4xll6rP`LW~PH?`6^hs{cDm*;wDAbGbc`5t*-Q_yR!}qzw@)t@?cz*QV!41%k z{iOodr>1RP3FC?FQAim0E9SRQ`bb}kWQAdX#rh|dzOYt%z?hw&4`Tl$l>XEjsX6Nm z$RDvx4?C&f3f;i}Vt<+bcg`Mr_giH<=C4A+pr7J=mSaEs-ZjUIh#uDeGx~Sd&gu&c zga5(xviazHKdha_E1}GYjb;@Ny`kPA_SZt0ah(U-9QTCx5s@FVgCalahunep9mVlR zD0|*}U(=_P^7KBWQ1*dWNbZ_>knd6d$5X26tNSv4E0jgd&I^QcOO9Q!i|xtsGojoz z;TrW1(I9WsAGyo_-QSn?9`+03{7WeJ>H6hE*`2{3hKlTgVR&8~9~fr#CzO|3X5I9> z7u?Uq^~-mdpLf*lpnL++CvTlPbbn?Nr%&EvP_nMaYS{mX^Ccl+_CIo=eA(h@>hE1) z|A6u&4E90eQ#<`nj`at5AU_nWy-r`S_X2vw_9RpYs<3fN@>ID<`k=6;`{AA&)W=ySSLFG@_wkWl)m@#|?U%>` zejz^yLwrQ~)%p&MTWfF{&NGe0{2>hVqkb|>_s@i^Ki&Tks@Y5)z4X91sGrQh=MjVa zkss8~&Rd0QDc_!Hrgi{*MEcaN=4-?_rL%Z0R9`Z1MDZ1EuFvZGbVust{NVbl{(RHE z9SM7ZUub_C=|!9B=5^=t(J0yc;nP_w$QRJxXp~JLo%= z&mEn1jL!pmK>Z*L{1<;8fVD&XX@}u{gg75(?Qs7bp&cS4XA1m9|IjI>A#wAUuaKYN zdOKz8lum37R_?|6m-p_e_v9$759QnGWyY*2;D3>R!mxiudbE4hjqXx0h2@h% zZK30e2gPa7AJ?P3Eml|e1h0PzwKKF%X0I#-e}vELXpj2TkhDu>G0m@Ibba#MdzrAm z6zAhYol(J=PdqXuPSN~22OZbm{V4iA4ARrZYSA)<5^uQAhWzYe`(XYVr$?$GQlG{0 zBMkJU{fj~Wh3#+?e*Z^E{UN`n@uND_n>~8~=L3Y3k7jACYli#&$p0>vv=6u_4Fvv* z_anlt!!mA|{o2Xu9m1~Lo@qvGxdZl#&vzT8vVQhFXV7=Ta|=B4H^zd#p?~P+Z&RS6 za}E3-=2L`0J}5udPW3e*!}PywhQWT&KB%4Bf457jO~v^(kZ+;C>h^bxY4fB9Fdxc8 z*W%||AN41yU+8(=(K!$NBul{G_Ym`oF!)>XenrTzM|%wZ3H6KGVSj-Bi!jt%aDLWK z=fP||$RCkEY68KbiT0uA7cEoV z769@`{UXfj!$Q5qs(lVPq{-~2`SlJ>n?Ce&F4%LHc>N4dk%;;igMYXD7lZ%D^;3Tt z7B2`(RJ9+Uo!1HVuIazK<1hyF3D>Vz>*U)j$P?yAed{jwXVw6Tx8Q#WJ3nX`Hs%;R z4-s~EGx%&fQdF-&{u1W#vwQ656H;rk;rkRQ@9ybchpt%{2lheu>6u?2-#I|Og#KP% z!lKvquS(K8$)5G&Dz2(z9_RV2{=V7gp17*L0W=Z>iU zf%F;JbbT9>d=@ayZ*awa&r~}NnSFSkBP0yxL#WS2^KQ($xVQlH3CB08Jl%N1G9T89 z{3guvj~@M%2VJ@?!TocOCBaj*#ten^BL8}vwSKH^`wHH-L;LDcQ!=(@Svl-~k)9qu zHNSm*e-!K!=QEZ~Ytz%O2K~qW#+}=GE`2!-+A;q#zIM)PU5Yo@8`5hsaKPOU&vhXl z5?+7E@uq(;x{1M-u6*3%( z^+=)FWwWju_PWD*(BGQfaH@3Pq6hvC=QI168L;vL|Gty3m(B$3{qw6pUf9ksv-e(4 zSHEnY`wR3F^{uzTU>Ug<56GX%e)V2*-Ar%F0mw&iKifNgT2#cX!C=3r9}Ls`Dnf?oJY3lOXI=QS9bZ}f zQ`qOugH@_aC&K+YjHe7wBKtA-f85-0(F+NdANN&y^z+iFbD%$lV)+vW{X+fg+cC1{ z-i9W4zYgOmVc4IdKJ^`Sv~Pc@?;tPquMD4W-_FjLgncJ0v^x1f$n%N5@nbB;YQ-uX zr})J%-KQ2Ze2mRc{ptS~tex-Y`kqv+pYo$S)OS&yeanW-a-Q%B@)6V*!m^g653HT; z+Y9@az5Mxlb}+TcCaq=M}9L*{|6BgX7AH*oY4Mx_Pr<84*nC@)6XfZSpAwcdmmlcZ}G?rEek6l zUqbyR4Dv>Puy(2+v;N>OP+$75xIC_+h`%2q?0@)L-usnhT1@6bu{GTFy*Y7t5e&BkoW(FQp-7EUP z;eX=!34{Mbe@htjUwmIcNEp_S_RlcYV|hE>uVNV9PeJ~$@#%a0tR2>a@?_)D_Y;Ly z3+)@8U26n>61|AIK3YBX9~qq<4)OOA(vO(e7pNWl70z$1)NA$Jpx&(BDkKc+$N8=G zPHY ze@&R(7ZX}P@o&ER*9Ghc^I^h}f1y7o%+4cufBIgHaPWX^r|?1QaDIvUJ$PfB#!02W zT;B#C$PbgeH3IS>YEQ2eK3X$FHktHq@WskkPxG%p{)g+g$;|p-bMp!8&(R;-oa&`; z-zpWJNB%KP@9PK|X8vHv_|Indf>d}uKV;3&Su*Mh@PB30_y1Hkw(8EahWab==Rf-i zgRP<$!g(^z|6i*8)ued^?0puY?eaxmQ>G4pdN)3A`}V84v7C(RfB64kAz|P*(repl zw`Y#5JkX2d4R!V&^}4(0`?07$!xa0e^gEoZK>q_05(fF=_`~)*GT0tt0QGK^C*l9K zznpG$%Rm|QjoJybdcyF&U!6N8i%KVtf<`D=IH zgnR+#XPC}2goHsJ$S-@fYON5XY=}q54~K)w5exUMgYm`pGlhg9-lIM^+&R=C)bS|T zC+e5O<4(Ccv)=&!@%fQQEN;nV*Fe0-@kbU0_o>+<3I7WmCblQS;BWAG!f<|r{AKOT zUlIoU#`y_D{fWk}x?@myax2&y;!zG`ZkxZ~0QV=b|LC#lqc%sr26+&ku2wtN-G{v| zAary|YFo8b^nFb{FK~)?dOqOcHQ*oC!w5tC!Sy)@xMaAg4Uu!B@toJ5FDV;#SCQTa z5;{NiSGFqZ4E0N-XUv_ohfhkTNVU=PE()F8f87v$uM73lrL#xSGP#i;599}7p1%_Y z{X+T)1HVz;E^+tg`Xqkf^`)^IcUF4k=*ah>`NxLFe-mywq<9L?cZ7u5_t}MGSG-za zn|TxD<06(1VUP#v7i+H}JWk4D?4wCL!CxXhgxP%);kXlf8}C}a<^GFdmS2u5aZS`W zOyTkxZ%{nqW?C<9Z{wrYUH9G=y}!~+Ob=o9|8?Q`%~yY!EPM|B8~r6=ReE2DwSzp- zUdFe~o?M<(3El_kozVa5%A1A%@%rxs&!z9izg;0k->()u8JeRrlcj zu~ZN7`UnF*oZ4X)Z>b&DgZThqSbw|mAfG^eb4^UCa=+jV`ik@s=KBjb2`AY^)otL< zkX|>rm0wnM+XwlS_2QdfA`gfsnRjBP!FO0Pm}+;s9y(rLi#;=hn>%yQ497+INW*p&cbT&2S|^{ zmGTigFMWpR3D+L&IyHMB?Ela{J?hRX4-NSX{Kw}#U#>gZ`-Lq34~BnH~Is@QuIAz)*tGT$Pd<^ z?k@=^1qzcg(*{7iLViq29<)*AP8OU`;(7>!e@Ffh=J})dh5@G%>sLcPV~%(|3};aO zNEqT3`ZLx}-(wdtY)0b~=KD|YJU<Jbpdfm@OgFPX? z2=n~cXUSog*P8v+Y>2;vL7%a|&oaq!Q@1FnCyCGhg$$>%{#m7dUT0Uzn-D*I2-Ev^ zLZ2(cPkynQDLaAa@hSAH7`^*1In5z zoPRQ6sDB}zVo>mQm{cy`FHdn(IiWJu8|I_-iKT9vBA4)ZIpw^1%Fb&o&>!a~4EaJk z4Dk=wGv!{>_lkvq;NOuSg!%apYk$Z3|NUCAd|Wa350uZ;L8H!CPDq6DF`i8ws;gA1 z{#oWDjW=~`_(#jlf4M)LCYhY&8&d%5#r%&j?6;9W(_S_k?KIPYd=BZGKIFG?%~#R+ zAg*`1Ytazt-#0*?3BPyVFv|ZrtQYw?Lw>Zwr$73Dv3pT|IaLHcI;doO(HEBZeV=0`Kbz~T=J%%f&p1?4x&oS)I z=zI7(Qggp2tPkm(C2!y|?@1QqcPKBy;6IUHvrJtNCAt*Aehc+s)|+E1O!|0AJf-?5 z!}Prn~R( zLVkzz%`v}LS{622&5E9%Gh&^Ym*Pa8ug{q#d>(qy8~BO)55mAdtZ&TmUw3f-ywgx$ zM0+F*^kBX`SJU=D_Lq~~-sg@v{VCgUAl%<^5c@}l{pkFcF!(Fv$K2q|9ai=`c)fIP ziiP!>$Xg(9T>spR^_@mu?FjRsKb@zysqoLld*Banee>@1NUJzz1^XA|&-~6!8Asa+ z;d`W5-y#h00Od2^(EUYv%N(w6^Ub4LZQbt!KahX(XXxCj)D4kYOY<){pydRbko)qq+~bdMo{s!n(7Y{0%H0C;9n{Z-KjfTJqI4iWVtss(cBeUGCOC8d zE`WOGBFIzT@w1f8@kbjG%M;vK+v!3ra7KdzpBNwt0^a1&~_}c#B zv7SZnJrEp!$)vEBj%|Ix-q8LTK0@O!377JJkbQ&ix0W21Ft@lB3HFZhW=UO8r|&+A z{QeMOzP}6TON5;dLVk$%X9z<+g8qwP z`u?skNORG|4$=>SpQtZEx(0*$&EVg&5(W*_INsH^kjJ|q2dyx5yG*c0q&H|{w~6~r zp74BeEJKSI?UVjG^l1N}pK2*Y_A&PSN%C!zD#-|ii?i~FC@m)_S$yX}E`1nOI8%f_Ac z6OTZALHZeH@hbFtox;^;Gk81-({LW0x@#D`uaEPEX}nc3RY`+cPtDGPdcE~*ai5B_QWtdZwQNblRrN8KkmQ75(b|AoaqAoj`|}8`$YP~ z_Id2n-Sq?VUGzVMdA?5=Nw9aXiF)zew$nZ=!yOk6Y@eIlYGGr{U|?PnejH z1o!7qf0muo*ZY`T1^v;!RtRUlKeJE|;v?qg46C$nhxa4!`4t)Z+k^qN5RY-a5kCIk zo9?ay`mjABVR~Htl`z1_--!J13)cOWIlm*Gk4z{@&fxnUf!c%XrK*i^K7{%x@S0$0 z(s%&mhx``YXj!*YvlHaMxIV$t`oaO{BNbV_NH}bkq?4m6ujdHQ3|e)0zUcdxIRDD? zrCm1bB*Fd;>*FggHx7E&I}!8=?R!ij ztcJr1?}@(EZ>@i1N<4!2gzalg&lIe1?E?M|`Mt(DX4L7%TQDBZM;Pi+xV|-0&s9`7 zOoH=W)Q>esdtWw@`2_hf^)Fm$9e7O&=*RJ+l=1>c%FN>DUs1+A${J*Lg1^A~Qc?f) zjoG?#Fx)3W{zQ$DYVA`iEnh;c@NM^=zwZH_CYC2*;Qy3=F~m=lH)}sh_dD402gzR$ z2K~l*AH#lBe_)uMXA_3_fbv+ksqOhLtq^|SX+^gn58Z`r3h#>x`n zGx8%^WnN0;URTAw)IWMdMClnOy7SNGECpY6K=ekk#WO3nA5xQN7iupmoq@VNFT#2{%umt8Smetj-P)q{F2tU z$x`v9PE7+N!zGAMH2BxS+*W&4=gzgkgT_kL@rX&KEQ9p?{y5 zf50BFenlAK4f2Dvv-(HO@*CS0q`%?*EVi#l;bVi&kT0UXFg%yWkDc-7O0HEQ?BB7T z#&8YU4`HAO<|3Mh?Ej$ll?TM6sviAM$ zG3W>C3+w-k=waAP7HlGqK=)%5-D%=|5pwpr36y$G2FJhkmZ%qlbQL2%G zcyS%+MGX0d=n|+!~Om>L=M7`x8DOG4x*y_4PjOusQ8t z+4G-Ce+WZW8@l%dT*K2nL{`?d8IhIJy+TH0MRuVGMNt$9iHIbmj6xcOPn48I^?Tj>dY$v-cmI1n z&U&5KKI45Z)!*VjeqXpQ-2b5d5W{^7q<3$OTlmc$54rwE33IbvAD;#BWt@2agkgUa z``gzu(!Y6JKCHiV#pU}|HrMtlE`aY7k>C5{zB?IP^>+~J6!KlIm{3BpVepgH3-9gJo1~B z>-;+($al~lS%0;J4{AR&mtK4e&Yw_!4hG&>-06NU_ooL1TO2#tp5^}dV3Lcx%vxD~ zzC)Pj`v)`1Z)*?i2mS-;Iasphcv^J{kEe(FO--#G&==&5{`2s=rZ=&}ud@Gx3O%wi zUVrz}+n}F)#r!1<`Mv(%81_F=UPt$yYb#a%3hP0f-!YH+&YmYFp+1gJ7}n!d{%K&e z*_SGa_sGvxJWqZ4WZL z-v@ee{wF%@U-qe^=>IH{-V+uN$JC_#Pu?enc9Ql!Xw28MCnjZ8@BQ`y{4egu5r+LB z9Ph+l4Q(IG!|**I+V_b!I&-SCEx_O4cqdf@TMa8Gg8mYAdNAmo;U3t}B7ErO%aIk* z?7hLzlZUrV|K8&Y=oiW-Zf5aWDWx>S(o}hA&FYaFv27N*OVVM4pJCxx>(vPId*1DQL&%xg$VE>3A|C;a* zrtj55sXq80nm^Wu`Jg@}{kW?-@Z<=f7tgy1!+Hz%`v~*(Wzui|zdz( z{yqI0gMVK0H-`QA*?(h&T8f_+=3Tk$URDI}+tB#09zW<8)(HLu*W1ZP@o)0BPX>KK z{YwrmDA4&aTWKHZYx1tT?1q~%+}|eev2!fdzbVD?+vEdbiX)24dAv!^GJ5A-G6v*} z_RTOm-%8Q*&oVU>l&ZrKJ)cg8{btlZ!jNAheHXiV|4~yA z{oex0^WxUWm-pEI26>{rT>PbF(*o!7@}ysc`F`i6E^n?Ijk?eCiA$cn>I4(zz+ak* z`N!~a(r3cpUr^qJ!T+FqFYVpuJ;}u${4bSfy_0tko`d@UNKfjyvV@H$WsvU>{;#;+ z^5_AWAM!tKilfK(tUTC{Li1M|p%*G&N^}2881xy(zdUk9mEMJ^&_C9{;&EEI zPvR;3{}}2I!|c8o!|Z#VD<^YK>?~D*^AXIC(sd>_g@j#!{!xDE>Gz+UPWuJ#A>j8W z472>4;l(t+4AW6#C7wTl^&Z9#!jKPRew?xRTB^TRG~~Ca4;k@?8m04efqwKygn>Ue zKEv$3PR51XPOIN!!upTeUyhnQM4<`ni*RLSXo%7kuKyX0CZYY7{|0}7{au}^x@Xzv zo$&v0SpTZW&|~&@PlCRneqY^sfBECF);zzvdZ|nNa}^s{{~!~CHMY~B@!fe{Eg+}L8IXp%KCG_|EK2o zA?4##4(D;WKhEmMkp2+n_fc5+4)ULwiK`-ikFo=ML3_x&J#6rw73JXXkzWk=B7D71 zk#t!=q|64A*Y%Mdn#@0i@%7O4sb>$4^puD79?I|f92>3qTh@afdW!W|jPL2N@gTn8 zc`F;gJNY|?oya~IE@JaR`oVsXKdhYHCm}2`jrhsR>AjiI>scQTZ+*3rpRZmoyz5a| zlnwX)FrE{J{1(@54AXljp$t!E{QtDOOj%PJ^b_qV%W%8BbJ;u|kFwUJj9fkc0oZe@ zm_LNUo^23ce{a&)NwmL?^T|RC|L=?Tm{r~<&&>J}NCWjFt75gq)+%M`84Q0|Fk|nW z0FXEO<1E7Lz87JBU-8DS*y34?z``fgT@2>s@1AjRyRFxWHNC&N#PU#vd6-*ihk_viio z%M_nbIbptjyrr)GpNs86e&3ETr{~tNXDUrDzj^*n81hS$&#mDB3ddFXdz_)Sg7tG# z5v;2Tzc3&i?^wkuXw@vU~4$kLJiuV{{_hk^T28i{SFzBz*-x&CX`bg#A&(I$c z=I8H(;XD!PBMkl&=g%;`HyC=S*0@i4l@{EupM~QQK0)%it0_DAWNtgi6XVg{jf-4j zJgp(W!+6bbGOfP|!}m8BukJ<%Oul!-3iJiXzk4-x?uC>X$llRE+|6?|*1By9_g#=) z!kquPst3<>TGt2iZHym;K|k%p^b!XB!tYrbruR5Q3G@5Vteo8kXPDg=C(QRJav#>6 z$*3Iy@<96U-EfTc>$xBDdF02vf}Nc+HEqGZsk}Wo`J3`>$p3LZ_YgyWR39Ghx+sT(1f}Fdr)hnIiSNjr6%IXL#^gt{U2rmKQUermUu+`Aq@F2j{k7}F-f~l zqd@-1&xa{J#x5O}!u?^sN^p7Vayjm=9@#mJbSPf|`h)y=GTy%FNplCb##9$ z|K7Ra)R24cj~jw~EX4Xw82knGkL7&7s^F7J*^`eJ5I<4h3VxYqO>Gvv?}Yp&4EBQK zKMvoi-`j4!B>P_f@ebqAPD3hTzXbb#-11HGle7uXw+ba+AJ4aUhyQ29_*1A;zMqFRZa%-72JPfcmVOgaKyQ{r4>^kzUhnSLm2u){Ui+e^uL&W|H0aSC;C}^ zec~@+uAhY?yLIU~V-jRn=${L39kueVFM#)_P+m_Tb(fl7u|m2B&G%X7B;))2ME9YQ zKhF$HzJ@pShkOI&O_;B5pA8Mti7=eZ?c>>xhOn>KGr)eZ|01nIMOV4^{C-!_1&QS` z#}`4qg!))?vvfwsU5j9U4eLL5Qf`(_DTi#C@I1E_cjEPV|IfF)+iu<0o9p}Yh&-wC z{P8?rD%PES@YD%^<UmXjSq)GA8|g#8S4vr^wah;O)lBFyP8S(v5f zvEu^hKhj&$ZgKa+*XzI!#4n`0vSXJSg8Y%*m*e*yu@3Wu_)K_ea^TVbiWD!?_%9Lv zuRdasH`RCFKeWGn4a^Vwe~FmuD`Aii)epXLL*v+Vhzs2yAJY4JQsMPE zPX2KIf&IVEJfiTTXCcso{AZY*7rwroT)1?~L%v`4y5x1_x@Y#VUx4;iDphuV-T@1^ z&oDx4FATH&CWgIeywU+S(#3v_M3Au_s;H%2l*mD-j47W{wMhx@^_@4Vfz2e(6{GR zUDLMtf&9>a5Qg&vKS|&g zJas1D-+S-m_sMSA3pfu!`UyikNBRi!_v#2Mu>D-Z&>!;WecY|0yXE7-K2V?DUz}EW z+r_cNM%Lf$H8bZ8QRn+z6}=znzp_$+_g}Dm#f6R+G(u7#-lP8|%=tkW@<*hXl{0=+ z+NlmknWB6otKU|z@W{bHxIcmUTLs}5qOa29xbu~|8!%t=Ck!)v zCEQ^Q&5tnHKhi@O-m5IGA60$3Z3@_S3GzkcZ?#K`Rq}+D+`m=3TQ0o+ zIv?bR{QEFqfK1t~t+0QN{SyZMVEYgC-pyJ|lX-skp=DN5m3%GCAIJY_vE^I6ndtwt zaXy5V-x7a5jx4VnJof^emm@zIK0yBUqn(`orv0U$uhiehi<&As?*c}B{)o6khkr51 z3+va&-Wui5ti;|+46RYV89vjc4c6CaKQ+B1B3B>!!{4K+86Ek@z^Gd48SPKh1PTXs z^ScW6jO!hSzfiu;us_*LO|X+o?(-lXe?AQvGN5Ly59FI@KZHR($iGj5NVR^iKY@KC ze+hH{{we;__n1fK66|{i!XOW7pW4}JRRqW^or z_O3}=XZ#nj=m5kU%pV9t zzK!-z80;P8$#Ca?G3fU{S%n)uw<}*r02)ci)oG?+3@|ou~?r7 z1OHK<34{MdeIpG18~qb2e?;^V2LFuw`*GScy0$e5=%w*~=iU#<9R=Sb%C?FKWnU0ySDmLCI6nJsYBI-PD9e*JO<^}WIJzIfzkq4eSHsQNF(pb`Q5SvxW09q=zuihkn(*-K-m5&;3_R=g6T&xrK5p z-n69k>n+(sANZ{=mj7=H<;cLK(Qsae{r{excgt*?XulK3|I;hP>~!8v@IS~O!r*Uk z{67|>*Uet65B?D4*(y0j@AY0sXpj6M%*#mugUiuUP5~s@BBlvg^|jT?;!tL@5$Hpt?dQtcN+hvNod3^b+9K~ zpSKdG{~HV?tXj_6Q#s48+H|smm*ua7_<;QrX8$i4+BRa_Xx(G?Wde!5wvkhPzBo(; zdQm^y>JHT{+qP25iQaD^4C{5&FNWjEKQerh_18W-By#&cKL2(}>EXS1dx3o*|J!?+ z)= zpJo{1k(l2CiHo+%s)AP7KN8QMVW=;jpFq;2D8H_6Aozc=eKHL4qw>(;TsyC>Og{vY zdybeNy)p{yQ7j+87q4WFv;u!2_TLPHypVn=kFtavD>eLkeC z_PCjyp9rLWyX1})N&)}H@jxKGZqG@j6+L17hxMgjOuAV5sRZ65Mt;Z`=7$)S&+B+W zW~`V#!f=0a&fggHYs=pl=vn;_PL^2t57w6$^*09oiSq{m>!0E^$7wWw8S5EOXWI3H z_<;P73Es4~b!a`rH?ckmWNtlLpEy%7>NH{V{>; z(9ID8s#bL{rT%5#m+Z;t*8uv9{mXu?80wX70P;t96NddzESJ-{Q|i#-2lQe8a=IzA zUMy1reV}rW*IpBPTv5s({>nX?=`=HXBlvUieyV_B`hOUP+52Y#`QSTxGZGrv`>O)^ zl2a2p=XK~n_uT~w(`7ys)SqSkRiF@XsAc(6InZyEw?h06ODB^!&_Cp#!lU06Uk)1q zM*UG7@JhxgX0L)P(W_W;r2g%iYY<;>K1zq|o(#_mg!Mn_zjCiL4sUmjmF`0PR^I$- z!pw+mEdLWI@89yDPiQpgD~_ik-+uM_i?=L)7pQ#Q;N1Iu9KOM|I}W1({kF&Qm{uX z?-c!T&&wzWwqGykbRajyZM2GVv-Fd^-1DBm41pPmm|tTj$2> zK@kf@_ZP6di^9ynhl+!-u@@NzQ@%Q=GpD zy1Q&o)hNn?^#G37{m_`_9iv3=aUuPheHV3GuBim?g%b90Hway4!1licnuuAxBGB~j z=C<^U1IUN!H)@AIT)KVI#cz>E<(08P- zm(1a97k*3!eMNog^`r_(uDP$GIyPrSYs5C;9n z`RlFTU^J{Pf#t^ny$xZvB@{zfnES;*epCGb6g_bXs@*`vReUw1| z@kH-|deKmh{M3IT7jxc4^xhKE(^s;^yKjEJR4&b@uV(Din~ML-*ZRf^+Pucc0>7}m zftT7Tjf5G{9_86@#J0!Fw0|km_eO$#iyOzCG&%|X7xkmxS=l9beQvPzn!xZ_w8NCf zEcX41!0@ipCXYyE=nwsc;nP79xigGmzYF=>fA!2>r)RH(^9&uaya|Ioi|-2y7-sof z|IF}Cc2^I&$dSHJtb=T**s!jRt~e+PWq z@$vnM1yGLljT4s_FBxM6>uW>t{2A_!=l24JOaH~N|AYF)%GJoe2}8bt`a+n;XXDE^ z+&+1W-XBDIjPH2c7eovM|AYJ>%+|*OlaQ7kRv!C!d@;R+Z$o-Z&^8={|d}rTrI9icL9E{$M%R}Kf>s5 z4C`BzzuBiDU!PoC2lp?KpXNjLPFN=>Kt722X6~@<_0up(p1+z0{%Mi02mpR#d-J4w zQ_j6Hhxmg2i!kJuIA8NWpQ_VM^?}{1FUrH>e#nkK8KV3e`?vU#H${2YDzI8y)%7381cZOnZ64b|X%aN@u zK~uFM-@`*n)~SkJ%o9M1RA9}$NAB9zzQJk@?TpGfd{J>S7i5@z>{1jD!1n46xt5B5&wh(SM5-ouYpNu}3~ zfb%D$k6}+5Z-i{g>wR>_)`N&Njv!KmHCAD32{@b%fK z`pBw1TIYa2$ZuVRlXhPL4Nxt40o1by~cJVufoix93ofYkG{Al6ykJFm#XV^WG=PTpfCg}Fr z^i)z_%1=x$VaSh-{=rd{?@~G3k3;`P80;18hn3U&xdMhANM7Tv>r01t83O-Jv46y1 z&$zyza?m&AKf}f(AHr;ZUBJrO`ha1&e!^S}Oj1^ht&F<$6< zb=ML-?tjLA$QUVkY5-qP*%^Ku{(e;e)JOZVn`oNqtoH%*9oyT5NO+7_^M(66gdgNe z%qss4=TB50G33+#meYG&0=w3*4l5$ZgFfT_)&%(#d7o^@fImWi&oF(zE+EYIp9K?K zr|67#{{;8-al8o`wQ>#$n;;)R{hIJjbDH5w1@^w7V8RFO_SefxU_Pk-6IxCBsVV-3 z{0{YvFz|!M$8ykTlrO6vLwKTek4-AtIlVP@gpQx!Z*;-8w;uqCN4D&;OF|lW3;KWTm6z;J0TF=6t z1UqwoFcC42hZA)zCzd`<C~ol=nwaw z2}6Gve^@!aPaq)7^DkEaAn6ywd_3$Q=t2Im_KAe;I|UV%ZyC$(s|)M}=Jzxr7r}eG zVdD7_hV`WQ|9n|F#6#q-eOg3SR?z^-LYlAr`vdCJzrO-|8;b1_Lw}h6P&w%TfWOP( z`~vq|sT{cT4+eja`cCCM{~*l$fy1ByOSQ^_!5(qG4pViT#(GFYK8*Vjgn_?EKVhhk z@^IKWwsMo9=zAcPpTn0x-6s!4?@wa+?`lm#xom;r!fBEf{YJe>sJqz)7>hb+b>hA{d{Tjl2eLb~! z(s;}KcCatx=hPn-1GSrO!Fvs;uTz`WjqBGrjpsLxJA0=dJoQBB80n|ug)b@3PgTKt zb2?)AGi*Zs$}zoqbBE;{LEoIPoNy`LhZ9ga=o98kgh4+rzOnZ7|5L0!Ums4BeRkCC zQW(T{^p8&Jt+@fW4)F69CyQg6{nvB>jQn$&x_p>@VynsklE-vg$YGRRjj9yu!(*VOIk&+bbIoOLX|cuT3Mn6UB%eLt9$+=qM>{k1b<*e^wS5(axk z|3(<(f%?GevwV-0v-1_!{yga`tIy)ObIdqjFS!|fKY}p)e;CFmh7;I$cb;53eWxSO zx1DP%qZjteX5U8$2=nte=cc-fq5ele{z&f(=|hKl2~L2$5uQ2lTT#Ds7$5mNV}WJG zj;W8qe$gIgM4xaK z-NVcOUh^REf5<=g`4Bp;Vq(T;{BM8D{kFj; z$)~q@{9yPr8}HMRR+YFY$S06~k5NUlZnx}_yhr)Dhm+&nnTMm<{WF2bf~7q(m7nqb z2anU45`8CFg1u4uFCP|uu>J$_3-!+fG58167tc;ZEz-;4Iyh52WjKK5Lm23x`Zay6 zAC4IZ{s-sli5TvKAiumi_6VpKWI}!PuY}>f7vzVRL4LeXwUS}q&UaWru{tx51 zSN)C&1`cxYJp;;vFyy~D{v7j|N19(vpgm!WU+!0T)Wdxd%x~uq)~E3aL%hZQ2!sBk z|DCh1NHzM9==)~WA8#eAFx|VuK;Lmb-fCWUzq@d$%G|BH)=e%~&88Z&;B z!u?L1kMH@{mK&$(a(dk*6>ghBqO&#Zhgjpz5?{x4Jvd1SR>GkYIfu&}Fw zZRg?$@aH&xe>JPpt9MR8dz`Pomi?{xxjo=L5^V3E^>D}TOLJj=4)wvmJfpa*%?Q@h zC@=rIe3d&jmfSuT4KnoJuyY5`hZY?ixTlw%70kDMsKX}L!~42fg++Xagr+P%qm_5=7Gj{PBK_rC>;$MqQ=d(Q##U-b8cVgCW`l`!~E z)E~l-|NVo3KI8{$??n7qyl9o&iRIa_o}vB_!~H;NzuMmSy{pG1dRM!`f5+Qvce>&Pq?}N&94(}Rr(SRm{?k7an?%ln#3Y8KN-F(VUE~cJ3Hpy zJ{TYQ8Gsn<4e1M5@N3Qb{d*yvQ#oQdU&HYNmRNaQGusRMOH^O5Zq^O|$8es7{9UGS zNd3?+JD?BkWm%^eO`GTC0{>CJ2m?RSzYzxikNq#R?*01G+ZRxd`a~Gk2T0Gd+%I-P z3ZnC0#LEp#X2-+9X&;$Gc;8n* zSne~?$I9vc7B7EK_7!;6%DQ}(=>Hng-U6>&tr=p|n|;qNAPno1LSUa(Y(y z8D?DFQV;$F_lpR_{s8(LRz8g8&u|*?n=s^isDG@z4)K%KXYrBMXZNF4T$kx92+E5vr+=k!>A`(LZlI4S|CM8o$a@V{Q9aA> z35Ds$i+6E*TKQu3Dxp`)|N8%IH2AyRFTUTjO6KU<$g7XxekS&}YVzY5D;&1M{shW@ zmGJo4BVTrcd{KT3(|Z8|!t8r0j%U(*Ry~amc<}fO=o89g)u(q$>>WEu>r(k@*CmIp zb_fM~M|rOPUeqx}ZZ+5s@?%Zxs~X+d!7yK4vHcK+@1e0j!r(7apVuVsoUFUpny>fP zTyN^1Wf}+A5ZfaL`Qv(<%Aq~3?^u09@(-+>zV8sQ@Hm%^{*_kUEi<*_=oZdDz&}iu9pt4E>{i6NdcvUrgWI2v|8=pRN7! z-tSrucYZ#-_P><&hOP_2|BLV23mB&VqYwm7@_9Gwk`k;Zkbi_BA4UEVR$a)jyZo^g zqqc*6E)mZs7%|9e+TR%V)5Py738)9v=OcSIbzN7sU27Xid`~SLM zEu750ZxIMow~t?Q?J|sq^a!TrCv4iCEOV0LlOWbv>e<#mkT2tUODM5HIZR1|eXl7X z4F4~M?S;yB;WF?7V#d^E!k`cTV7R|T?H8u(EpGn|`c37nD%0Qk zD8qUH=d*ru?r_HdA;c#v4|BcwY|97(SRbMPW0>9FW0>w&3kdV`w6G(_uHz5)2Ybiy z!(un;|GX;8*P9zwq?G)=VGj3o(4IEjeCt;~Li8Rg%4@?n=W@;bD||h-QElC7izqwb zC(fTRKM&j3>%RS}4AJ*sI38iJcfw{ri?{U7g#8=B(`MC0sSO8x!uf6_Oy6@0Ha2^_ zR#)u_|G$IvH_6Q(?z;3o-yhhdIDK^aA#3hWHmM$YW`2$TpQvDyns=?`Xk*|fwf8-x zS)V*l@i6Jvrsv!Ht#mrT{a^TOhu%Ak)8PN4v3~frV;Rn|1Hiu^eVf&4qiPRngFFdq z-?~(v*cIkGR&0-(5ySo{?za*Ke`4@=Im{pZJC%dK!t*rNzB}myVL5tlM8Nu^_d*$# zD<*oWoS&z#`o*O0o3lHH#|0V7x-RQS%Mba;%qNwg-`M}w{zF169793>QC@_BU+6Ch!}~U9j||iQ=?EB}Oyd*&U;m*e zEH}*3g7}5}+P2-*w{_eN&@c3Ngu%Zd{e=EfD4C@orS5{8%R|yF7^Mf6ud%ZtiIhX6>jt!D4=052R`h)SGF!YD> z+i~LU$E*w&m=Dfx#}h5>&le7WyfNM~%<_#L6$@tW-mVGzC)EC9(yIG=${{`?{gGW3 zWJ!FmfP8}RnUY1q54Qkg{hb|E{CcJ+Lw<_>eW&xYq?cQ|0DrOm&b9RyJ!K98KXJZ< z;rkGzkCoH+)&jzi&!aq8IlZSS*m*>-LUQqLzF)CxoO!OBZ8GHZ*x#-hQ|^sy+yLcz zVtw7MK7LTSc2}@ZjNg04>^WO{$Q0re_P@t*&!hI4Xdf~+_JH}JKPL?P8#teR$Dfbx6TAu5 z&q&|Cmk(a-96b&62mKLYF3d)it{u3E<-aH8gdqMqTn7(fl5Qcmo*N=pu zJ<6A1mf!Dhc)cQ8Arbh2^biL7MtY-9SQ?GK8LjY!;W&qlPc_#W_kRg<|98;2 z#3dxA2-@R#hx`|e)(KVO`=N*8Yigsj&4FLo|DlhI&3j${0{I)_!`Uk)oof`mpM&x{ zTw5_>P=JA~7WH>TX7JI|54B*vSboH8zTfznE})O-|Bg7_vmYhl3;r4VJF?=_peBoR zz%SINBgcFSZ|+*a^Q9vXUrv0R(;fC#(VrYu|Nh0$=sAp!`gzp5?#`~|qW5)hKF1dC z9Q@Yvb4OFsr(>l@;>^>JLpjQqFsJ`m-Jd|?Z<3(@D9@N~4pH}XKEwGI>SK(>%Ai8K zLWnOopO~TRweG##pve4dOz@k;qRkq7Jr;8=sv^C{g8Q#n-^WrGRpa>nYOMeAeL2~! z;P0^i*sDHDV>7n>58r7H`#vxh=)?WeSiArbGz~3Q0K7Xgo?oOj1zr^_-UwzX=CrAzWZz|R|!m$5__DUG|gYlHrXZMR(IlC`- zJTKgD?w&Nrm#BS{&Y`aRGkCsuqPPB-FvnehQGO>om1LdlfAi};pYws=s9$l3mrw1#Q3dfH z>l23gA^+oJ8$z;XZG(7^{E06J`5fjmALNJn8vlFXqh(|4!9R%K=MtP6WU%S?$nW4! zk$T3Vgtb-I&h$~E%>SRWuggdv_FJ*R&TUpLC- z2)uWT{7%qZ^*o`U4d?@wCm5;Sexf1={6P69_&i%T%f%o3Bh}w@O5s}0F0fxbuS-A- z?U7!>;6HJE!hC-xA-~6-g^Sn1{4jo=={!d3@+2ehFUTLlzz?M7jBm;W`y+#3y@m8J z%+}w8LEotULTe|B+A&-|&z$&qG-#GT(2M%ca3bjs!(V8AXRe>{i`jb=*7rnDp1kQa zlg%(cyiaikF~1LZ=ED%ZbFQyJzBvBb{l8UOA}7jgkbV&6@!{-|ZKl1|RJeYfy&P@# zde=pG?+)j8wkTG%SGF&_cY*qPu4G$IL8C6*uf_foJ38n7S$75K!E(YNFDf_f>1E|R zOu>-W$B7L&1rFw+AV2IsNyV}8^n?H1e@}9?&%3ttAjCH+-*@zqoxcM79~}D2B*d`3 zLVZsve)@Qvh8y=sNwt1QeppT5`$y-uef7n?1`PZ{Lf!>SbKlvYdC*H ze|jOy`2B#`Ebh;ePwn`A+DQKYV~{V>N99~UlFvCjaoI46#}kIXQ2vzCdz#O~iw70i zeae)@yXNQlzLD3X@l(zp%R0L=8t6lQrd*9$6wx#s>>Ky52*Z3)pHs@*)_on>!0%sQ z^zcY1IG6yhn_~IJ_@pzV6Fy1gkUd;19dt6p^ctN1pnNX%y<<~8P4s;y*1vRpZfQVj zI*fJI!qXqt&nk1gv(?|~t|(!z~0LpO;2-x2ZU{v9rx??1rfJHwI0&&zp}RTiwRhWr5S z_j1ii`!#agV7}P?N`I}#Goa^Hichg7b zpH{82Rv$secrrYjoH3wxjm>xIE$`K9;kQ=xY%w*$-1(^u9-yfYMi&x!3b ze2=_)cP5PQ$7L*gpxrgZ2G&F9ZwbSC1nFg%#ixvYN8|M0Hb_dd{w`Ub&e+rh^rC%T z>ofNC#Ln*_K4ZLOnE4OF;IENi*CssZtybm*`54BhOoKP$l|I^n{$qQF8U2}K2MspX zw*~&9yfYm~Wm*QSK)gkNOBmuK%KN&a?mLg05s7=ypS5V>r<9*hVLgES&01EM zsM-_@-+K~%F@3@FDAE7rBE4C!mih*F>88rQSGqCtXOm{lG4LKZU&64S!TL8A4d}Jf zq(Wr?!_VUjb(FQ?dsC$M=DO29r`B(V_^&6HKVgV>$PdEcA2EJ1%+6m~d$wOs7}h&D z{;h##I#YJHbANtorg=B*#jbolx7HhcuFbN7`z+W$VR#=1*B7ju-M1jj<(I7<8RF4$ z2Ii0BWsjHf_mWlv`^Nm3Fyx2GPr|VNBph*QPOP%%dmxlY_MxP1Ml0Vbu>GOz>_uCr zKU>P)0~QeG_I+FT>&FFot3Y3IJw_PzYf;{WVL$I*%=RB{4>Hwl91tnFmGtZOwv{J4 zZf@lFPYA<&k-nTM39Z46@8G=v)c>3V#(OI26Cj>YdF@ZB6#Mtw-`|m(7Vv3F9qgB* zeh>zKh3y$;^SvV*bwXOUj{Cu$oDte5k&W#UPmxys=YSFY8- z`z^S?kZU6|*E~@4z7p=o5$5tH4Elxi#BS|{GNSe#;dMb;IDDKd;i`3X771S;Udv+2 z_+RAz1C8ZtGW1(PKA4|A7&*4GBrF%=Gx}q~aK9S)L72<)f&HQHe->;4|3l@3*?#nc zZI6~;S}+&JM}2uX{m;ukFE&AYw6}**l@>i>s(}Agju_;F^M9B=Way1>CpmhLQ;^^1 z%akD(mvZ^!n@44*JdNY$Gx@F~Rvf7ot)H=d{@njQTYGHd_lfd%>VE6H;~PIe%s-#| zCuZnk*dIjw&VP2l(AlgN_=)sA+9IWD7TpT|jqsl*B{FUPu%C;#Kw`rb-`qJ69|9uEHbAA+V96e|6WC^&>h4ej{w#v^bVjIwp^gT&B*tdB5R+ul9-)-J0 zd*%hdZ}Ftc%g#f?9Lll&)5aZds(LSm@i6}*4DuZ zW*eD?PkaRSfaf2CfxlE9{%TK)p)KrR;dwz3;TVc{gkgPz{*9IIC;epQ^j?~vXxqgr zzSCaOIto(J@&l~n12u}}m_?o4_{aeX~8U?TY+d=+FPf0{} z!N3uw@O>}ROBlW%!~RS59%z!U*a`1VWBnHzE1s6U8mp2*^b+Rw_`;`55Hxm+EX%iF z+FlNJ#I&N%Z|9(*JVzkNN$>MemQGyk7NIT_5$P57b9` z2=o2sSHa7c8Vvfu_s0pd|8Et%`sS6V>#GX+3;L(mPSrkVw|?RITj_M?zCE>?z+ZZc z?Wr_R=Ysu}j-U@H|FX#%no?84|f^KT^a`Ir4vU;X*sJBU9>-y7rby@jJR zK)!@WOgpyM@C?LH?C(vI+>;1RU zu?uJQF$R0W_HRo^{P~?N$%BwAO;ZNBZA=+-RZdZVmZ7(nA<}W91h% zv~79@<%r9b{HorU7eaoE^~-(zvm~kwWi-kE69)Z4dA*O)Fi8C+kZ0#}6{f$I#XC2E zeV~6M4EBZdW%vNir^01eu*jMp!Q)Jr(zp3?6Tn z2YFL}->-k#c&3p1<4R-82O)v`c|0M^_cs`3`>&OPn5KYh+a+ab{*_r#Nqri+^8Lli zr!%e(3mXmR@%WxqmACWp-Ia^Mzazh@!nTI4{LdHiS)`BQFAVQX4wWsf<@#TR82k~n zk5N2j`&*a$qpHN8j$?jZhV?u4SKT4aVNTc&m=F59>T@$~N9_43SS1SH_`t&<9Hum8r_U=UJdq( zxW=S3^7ZGtJigX=O7zha{Esl?mzbZ{ zR2r0qw|9c`U#gE-?mU%$GS2F8=jIlWH|B$%e&sb5Hg1q-{)OQZ(x1;CL&JJXzu@=r z34?ti{a-Af>>oW(w0_3%z6@?HoqS~}|Ni2?1=BX174(GjL)2G>7gPWL-3cljxkC}+ zJLUrnv;F7)?teJtF#Q9>Kctso#=rl5FRcrhslx5CcGnV(HF3{@pU98ehV50FE=}+r zB98ynLhW+f^>v_cwqpJ=>_qXLVRjx%80;74$1w9hU#;Ty{O)=Y;u-4O*V8#&uf{Kw zEnwqiuXG(_wgc9SG=5%l*sgUCVSfer_f5BHOrrG^@NcM3gn578=3EU}KI)uj{WBbo9~D4s5+ux8O#I+_R_P?=YXNI~K5F!^njY|4?5Db9pg5kNT@0 zJ$OoxYNVVt!}i186dsp{{!pLm5ySou@`Ets+vq>*cd0)#U2z)L8%SUM;X6H_1UbX` zkfE60_4oEKSl}=p>;>b;_dauMC$HB7dT{>VXS8n4HdwEEhuVM7_^N3TYy#t9f8VpW z{&Bdn7QXL5`F{TuG&}H^=sXAMY0xZ=?@{@``#TM$;p0Z9>q0z3`Wp7=pP6(sgU`R= zx8Ckm&qeAifxj}7I9LyqV}zKG-h z$hmrZ|M)39KWLnI=i;jyAstg_J=VBBR`dLW1mGu**LdN->ibQ1VLgib6AX7DeQD~X ztE+cB0q8^iG<7rSGrDvi=sWVGX;g^k<=*qT|8H8YvPykwJJ>hgXCw^k8>Fx4Q1Y0{ zJK+$&Q6HN=m@J#`YY+4y{&`w%Ncv7wSP!5*Hg|fs*XOk8ein|`Jhf0-RWlV%bpFMD z#NXywJrBFj3juq<{+c~!UL9{($KJaXwCKNGTzhH{$P?w!GQ#nwdb{X-ZS1ebWlG46 zK^-`KEvsKl8@re%2OVITb9=YXweg0cYkna)i2m76{-@>|r0*4kcjnJ=D#{h&Uy&HBD8LuM%O z3+LCir~3|l>p-5LwIw`SXk93J|82T>euN>O;rgU4UCLm-(2$@169#=n{u74zBK>VY zQrBthwgLL7Jz|L0Xs=Wb`4i@2gdrb6`rDN*kG++g3F|A=*LFYmteb_R|7%43YxfIU z*XrI1^TGZJ^YwW98soaU;)YU%HLNdI zi|Hi{^@$!Vhw+eJIqkAMU(MYhPqF?9<%WfvHXgSZ>s}v{#J@t_cONaKBQ2gGU2s#?M8SHPV7H9K1}r$YR*rRo*2#L z+2NqovBK0$m@oF%A#Urg^4RsD@7TV>`%JH6KAph-BR>>F-EKG3o4|NTKVfK(@>JaF zY;Kxi#Ozh581L$-{~{0Q#r_mC6V5rbi`I{IV*U^Y??dgeoZZ(JQaR+)s9%aN?gVVk z=l|a(RMNf{m*DIV=jTYj(vQgRcY~h6{V=h=6EaNSe=^MSWro>(4~8LM#PO7Vdw1C& z{y$snU-|n<)rX5e!1`b8?}RE!)ot_2`}6s$m`E;mFA7&q!t+X@N=>=p=6VlUKOw&e z!+6-gYL{Eh^_C-`J(d$@`&B~1T>n&O_++~6m;m}u?FrNQzmUqgKC51BY1BBZ2L2xT z%P_6?gsPca+y-1<1NNaWmIq;IFODC=j>-@Gq@}j9{eNLc?W;q3y4(VNFc8=8nA`1a zZN*lupBu3Fq#i8)^0JiURz0W%RS#RKdKXE)45{CLHAN486y0}|JaDSriePPIx zjxsPl%1iz1<>zg7t6)6w`GAlx6QAv&}QMlhHB&?uE`c4?;OZB(P^r`NV3F|q;o%M#Qz3ylY`#(6p&YRQijYGe) z?|FosuPJ05d;N>$hr-SU62mJi!ex%pe7g*p;v;6L)GYlzn_ z_xjmjZ#e(1aS@L?C3t|niT9g@T~9@|-@XtI`Yz5dIHvzgW*F#4`nuLj8>N3r2YsRO z5JSF&xLfB{vWnYhvi)gcw-G^2-Agw>JP@xRgxze9pDS9^5zddq>r-L3iLRZxJ3j~g z7Vj@G%;LGQTYg_3|BQ27f4i$MyW`g40`VQk>%M4!Uu297l%xE+Z=XFox9fU#pF`L^ zHOExi^1WOI(cdFt=%;0aH$gl_f7G+n)<>ErO<{g$e}v&Y6X)A&gx|!DN|7DBMkFH z`g;$kxnyx73-TRtJ|*lOrM&!U`yCZy$ROayFvRbuzp=t=if>dO{H?{`<*@(U=Wh)A zRmcyj5B?AJjg3e5?b&$1PxKG0|8h3JqtE_apOFjWq5OL{9SdA%WyQ{$guVY5>|WF4 z0^if%{InArB!63N1%9LcX{Tj04h<;>{Y3d|*A&mwZYbgTgpQf*=c&mnAzq`rbW*y0 z=)Yza_wPEHb4t@ko#gRJ&)s(E^?BQ&f8@X3%N6TV#!mu$7VoDE8K&>MIi~$gVV~yd z&WClnfc;>5{gsbXGkFwjf&3D2YYhN|s$7MV}Dzc8FtwbAxTCFnoW zW9UA8?}nG6`{UyEqmW@1FATR<`b_<$0`?)^Zxa#*eWUh!=ch$$J4?~}SZJ7ZMz}n= zf!#M1_V3bf%+}Xt>^`}$|G{ZPzCVWd@yTBjhW^nX5C(sY{9)y^UK94O^xu0|HW~K+ zas2*u&A)^jO@V%DkC@vxm9y`?goJ^9l&?|RZ|y&RJ7GT#^_4K3PocdKhV|k<^;KJl zzf=zNqI?)$$#7A9Q^ga$-z+rx7@v}7AbKAj{m+1)HoK+*U+zx^q&3H6_b7*Wh4LT_ z>v7a46^cLe_)Qr2hx{^rqjSNkelzd~+Y<(U<9H?k51VECeS-BL_Gc2>IPXhB z37j8d{y`Y{iTpKH|2gJ*yC1A~3A^ibac{cM?cWqJtiP~7)5B|ewjTKe^dr9r!~Bpw z)7x58le_Cw@Z!jb{7jLbDYk?EO-wL4EX}gkk-S z@@JUdKV|hHpGEr2LKLN?BkN@1$$rdgC8xJ*BmzHid~>}S*#ouIAzw%O%*QE?$Z*RA zd!%y2;Gd{`p+`ma>jsF2IKKJo1CeLVdPBUx`C90Y|M{`34gUWT$F~SNZq)W70r-RV zYH@Z{FtZ<4&emHD(|b3l2*Mz%z<>RxdDw{U6j9ON%!hQ}*tG z{29wF2XB6qoi+~a3F#vY`h?|!szQ_}RLwxAxp#hqUBKFP_}U^?&HTJ3F8Ce+u@| zDxN=K&@Z${hMBz#^U~UwZtlkR`-Q{y9aEPGz0J-$gu^QCj2i6_%EucXKFG8EKiv-W zJ(Z9!w+F&Jez9`qUxvr-b(d}x{r?Z@-|+e^m)`H$1K)!n9uesiC3V{#{0HjK$neSU zr|*Bn*MB3o8#>EwEe8Iey)#Vbx5AO}!+O;$3WxZB{2F=p_n<#(wC^3Hs!}$U3rw|5y;(CZ-dT&%nnA0~Zrh7~KLOHk}i}Z|o^XJeFRWI=OIR2=& zQ-;64;laMw6pm^$aer6!9_owF=Qyr}3?F_B!~Nkg|6rC6TAQU#s^0Pe{%>KlxZFA? zesJ7uTXsKP$S{3hCbW4vI{$=MBb@)Cz1TD_IU5%~LaCAXJ$mh{+~+y>;QePTA04~g zT_f9#ueZjiK^5!o|gzTRP&{tr&bFzt5>$3AZRxTHK%x(m&3Z1af0%U8&N zJ!3vbn6J;r6<9^Lv<%_#d0bWSI@8pv@cuFCi>*(tAZGg{&~K!dFwd{Xk2cATJtGVH zgZ0NBjJf}*%mLO9=#L14y`X;Bol8~RpwUl)zK0OnUF~E&Cv`jQKVttA5(Bao5`IAZ zLVK7{`Ta_}#(O?KVTdot?}=J<>lX#A0{bECKVO)+)d%8>kyu_65rh38Jq$Zgd}Ns3 z2Ng0*-wQDe>qDI1#KyB(ftQjL7P9dW1HD*2X>-mo|Akq=Pt*^>KtJIu)u}_{rTF|N z-P~}h|AW5Zf3dy2|04g}!$Uz{gewPkzUX*{eLpC)|D-f{O!HALPr~4DsD9ha!&&(o z|JNQd$P1PTU|$ZqOE+A8o6P++!z`b6_&j&bJKG+xpMdmEc9dDy@YV+WqxgLf;pAQF z>Fv?|L0?fmQ_cEixVhWOGkH#3@Fsiy_$=T*@|!U1&!9h;8W&q%Vd)9}8R?z+UPrg4 z^EB9xCtTCTTdAe4qm5*+nBJ*~fj|0xW7uEDe4mxG{Tqh;N#7Z!?`MRL9e=gESKoyF ze$*GoJ`&Fot5re1NT1_`3)jt0xAOeZ@yPHlN$OP{186Xrg^F{tSb;)h6 zHXFp_i&NCfOxGYC_W$uh!t8#I(CON5r->RlU>_Lo8D{wcVNTz4x%`uwd@mhX>}z+a$!&*-&8`k7TcFPZGMuTz;7ns0{CM;QU>ik7RbfG8*Co(mPu+ zG_3vS44x0qmJYai+O2`FM+gHyu)dq@q|W8qRb0Q^x@``Y?NG(;s|wu)tJpmG?$7tL z+_KgO$4}6N_NYH@SylIw_C``Y=fXEuG1>ugzj1-vn_kIHUi1d5r zr5lYNxdN;g*Hd1By`(gE>&UZw-z!|D~y?FVqLZz#p6sVdx+E!Rk-`f0(V0S^fQtUhJRUuM>J#mOoJ1 z^oq}a?%aa4uUdQZ{ABJ`!_LzkT;Y2J)ZcksOzvs4yjQ(L{F-O@CbV;PCg?BHN0{9g z5zd?BJ?z*yKPX3e&Rc!U!7<;1=kq=jPPnwme}wpm{rlWoe5}n$2C`9{A7RMfP+o*# zKMm#O^F+ZnRkJ6=d*l~k=#R>urd%9qyAASP?9W$v>+n}Ksc;_x<>PDE{j|Po8P^}* zOa0B1td~Rl#_@c!o6ZT>OqAP8c>erT>1{*3;QL7I-*2zwnZ|&rpiely->G?>THF`% z`0AGsaX@C7phGdWU!ZmJgxvG_Fdp{5!1Ru_k-Ikd8}t{1xjiko81&p?n-c7=EEU@m zVc-w$Hxh>U-RTOk=)v|}o>b1yYy6dz0)s;pRrDnt#QigzEMfOI=JAb{(|viNzv;r}_vy``AINY2 z9ll*nUw{Qa2x$F!=vHTwgC9|0}?u=puZ7gZi~N zx|iK|$7om|Vfm7mI!Q(L8+m_A$CsyX{QMjIC62drUgF)J4o`tz$GOpbz5{Vc2h?^0IM1u72@@^)}`+s|mC7^EI>UG6R!l^88>;?0^Fv_77oy1IJra z*e&jQmMr8KXwPd0P1n1eeGKdo=R=t1r)$F}zv<`{%l+Tl4-$WkwWGj3kw5FIUMG4E zmH_@CeZCF~c5OE>uO&eGi(9nLpAG#=~;IE^V6Y6*Yh#lf?Q- z7}je@FT>0q`Ar&O^DWTPLwlsxe@Bz%Rh0+a-vq3QJRDYICEtbQLs*f% z&k70f&A%`czK6X};|J_*aXEHD1~B?#!jL~8J%kn5c|yS9j7@zs-$6N!A8;(*^yv?H z(gpt?Dugi5kNevJm0IeKE~=1^V*T|RMj@KXv$=k)7hWv7@~{*5C**%a<_d5B3*S_#zK%6(zo%|-3|H2L%@EJ zpA0j9y|F5*t=P#K{1Meh+|iD3h;sQhmr0`Y7c381C{!*!qzLg8A#k4!2){ zbjN7doy$Q#P(A|LO`&(w9DyImf1&cV1SR=Q&OhOhPJ2=>?BxDb=$-gG_QW*k5Bnz! z@?-xq*A;QT|MZ(p{;+ZoP>kRHOIA2{F8%JJU}rVi%% zv`K#Cj+8N?_cu}B2=n={a{3-8WYa|Tnyp(z@eAoA%+Hq@ruRofHWfwvUh>fj{FnIq zErx*}yiY;pa33AlqlCFVvU0Zny6MXYFN4<-FkkfVn_6^tMt-=@a<`8U;k~cOm1r4l*jF5 z^C!z3?Jv_5={{%(!`{Syh8Ix&w8cr{gZd{=;4kX?mH?fVTAgRYdn&jevt`@dd#V44 zzMsYYjxfVFzyIv_1o}|EVb?D1mbo1c@eT3TK_TjOYYlij+`4gAWa6~5;Gc}d{)jN2 z-!>(cOa4Wlx&Cicx$~`?!c~wT=6Bn4OE;{qD*<_6{9%~gm)PdJdB!;NT~eh)KVkU( z0_oY7Hmk=|&lsLBgsW`dr{mKf>=*SnJiu?~Nm$&me3>xt1KWo`UswOa^9bC3#r==) z|8k~iZD|GmAbkukCH`#p?KdL%g&yp;Vfpp|`;Sp3=Qw|M+^kcW=9r=Ih5Fxd_u<$# zJK`bVv=Q@%Fr26K{}+S3itp=(?6~IJ8ar%a1vuhMs z{EJ9Q44k+7fBRVxj|&s#tgvI>3x(`bGFTDTC^~OJdUh$5+7{QBf;`b)cg= z0fy|>acS!5=mYab`gV_fW`1|L1LQYo-@CnfM?Y_Q0{177p53RP)fx?pg8ggsKZHTw zs6CeR^~LVT&xfl%Y=C%${MobMM6Z+k5}-czzh_-S@5ePgKz_J?Lm1|V{wvByAw{#H z7REz;APq)syT-=y_#5?hw6(JDGPqBLOBfA5cQopYMQ;C>GF zx6e?pLC*gs>?dOVeX$j1vmPJd_g(g-cjq3=k9OL*M)NIZ+~oaR8g#GKalY2KYz7+m+*Y$fZqK#+g+=9d^!*oICN1TTh5;Y zFM_7J-Tn;wo5(N19o`WAF}-98GP~Y``pEy7S+^zyZ|$XAC5ibFVVM6wvA(eK;}lOB zX7?uugTF(6#medZosgJEpY?~-%;58n`8+w#(=ZkEH3$1g4Dk@xldRl@_R9%FDc&Dp zI1{{o_+{x&-PCUv+uW9IehPh{5}{wDW!F{5|_sz_x?Rk%BQR+=pSRBzlTiy7w{M5A6wUuenoj5 zmtUN(PO0-%br>J@k1*I1>R(*IlD9*YBH{ij#;>?-hM#{tI|TU-$}{d*pQxHG4L~3E zA6H#6tTlM?|H={b{3)(Bqp8Ce(f`G*7R!S$tWWy>i$R}peNN>tKRj<`^^a5hWaVij zFNR|nJvbhmry;+o9QJ=`enbzu-+K6j+MbFYpI|+Y@gUxI)%1jlD$eitq;lPx-|vHc z>=e_>aJ&crf8kYF@1gx2jdz&d?5iZVh?QsmteutloZo*q zTH_*dIO`42gZ6T?Y02H|DWd-i#{P~4ob)}5$5a1W95fEBBqQ3d&2g|zNP#= zUD_A=$9$1tCVz(6`P{MZ1A{$1r6C_i`4Wcsj`==e;0M}k!kD9x(K73SUZgJ}sG-F6 z#v`B??Ioc=<4C&iOUQ@N-j8>7fJ>j}fYemIYus77V6R)%WRu2=s=Zy59cw4CFDy@-(x+(i1bdJd z;kxd>OB;Xic#t&W*Ege87eRk;K1p-N_Q@D@1M*GmFKMr*+{aLV*iY3F>l&uLc< z{u%j`^jy2hDnt$LL*RHxA4aBHDt_eq-$|e9l*-LS9y&B>Tj!&51FG?;8lF~i&oZqiuxF_*H`Hf}v z>V=2lzA*ZC!eCEGKf^;v{wI~oJ&s!Bf&8b4=TDe@9~g2{aPZR)XIr2b?djwj&*bOR zhlBm1eGmqJh5etbv6=Gu_)l2B`eT2DT_jxo#V|iS52N~0&J@oW-b?z%`kO=cK^XJ{ z?S(M-TcQWYOSPaq@+ZaLc6N}AC||+#Pl`ZrEof~E zw5Rge)+s)FMDGdV{(cH#m@n#2%Bjlj14o6!e9#_KZqGQqPDu&mf%*vEBWZN_LmvNA zO(RbR8kvKCK>cEv(L)&Q1IH%}{u0-xsbNm5f`@$s`=aulUjA2qj)w7YeyKUD){9)O2v-`6poo_WjwZU5-!QueF7I9`*B7@~b@mw0N#>r@Qz`4Bk4I=M#is zJRF~4`aimm(`N#GD>t2h_n}S2`b8M>cchOn%pdjlbawFJo{lMSpPkB|9KOD>qZX_u zsT?u<9|iLBbX`T?(>H4PeoWeYmC4&Z{z86)?bBB2B^o}K2LFxprBw@0uS*-m<(b~E z%~A3Ed5DL)V)_V!e?fV&a(2HeedrOL{vC4R`xfjkJtOt$SixTCANfTX^a1@DVQzov z*Yzj87c2vNNB^E)`fc6s!&gDyFux!S@ek#d{!VVX>39{+|1-v^ks0=~;17`>XJQOB zed_rCPlcSRn(V#V@jHA!hVv&3`6JSsq3BTib=OWsdOs>8IPl?7W@O^A?AmKVg9%u&C1ItA7tev zB)?1pgKu@wdx0Ow@66eoUavpaS+WD`zopODu+ynvPsp#VvBR^^?-IQ~gZ7@~_S4%x zWi!M-q&I7qN2*ivI`Cgq|K;9O(*EIaUk3e8R*RO?ziB60U$4EDRe9X=;9{a+0E;P8Jje)&Lr#g#!%=?;bNykMzV8mnmYqIl++?5 z*BpWUk`^)jgjL!8EMfk==lR&|fniM^+-h)7Vahl(y`}I=ned>@)PTGY-x}4(q(Iw}MU5$(Ofj`0emwZdY zPOcRF9}M!7VK34j!u))UFkcT`dVWnHF~p6>o1EHVRqkunaDRF^W?q$_+ggYxn7Aty_p5SMmIa&{pAGA?wPN`ZhH{iQD`)%h zgt@-tc0S=?ZF&s$qmaM3R$Yh0OxgkSr}lm+XO?|V0R2S&nVYU$)v2#&e;DPPn=}7Q z{;4)6($#HOCxgH3gY+Q={X~1Da>(D1|5tQ%e#A)5lk=tZ8N-Vx{tyQJ z$Nb`|Qh33RVN!sRpI0Ns&vsvY5BQ7Y6Xx>GGaNN-?aW~C2RL4yyW~xsxULZYti<#Y z=KF1gCCX{OdHb|4M>@%Y{_A0V#9Uvl&DZ_&GwM43-YGv&fBas9X0SixSN@@dX_})4 z$Q-2ocfzpW(NEkTVR`nwVE$3pBRw)i|KEc1$^ZHG+n15mu)ae2^Z%1B_@J~+?i1<9 zjcZ{`=TEob`PNO_a?Q`vYv6tW+SAR;*@Mi_2ZB8yJ-3`+jNE#`8}3UY{|d~WJRM%U zTa|tPSJ0AT8et>g{-)4iaO}vqzA#^GUpRJwQ^4Y(%7)}03q3NXZR{o||BUD>JhXTF zsBUTe`((m!UV`)&KKXu9Qq5S&pXe{Fx9!;=qs{l13%@zpUbEW(_fc@X+k^A1odD*!Hzk`F4kL8*86hVxKy}8O~4eJmMZ==pX&neW{GN9VvhL`r-cIt9Ev;=L3B>-u1O=0ai@K@+B?q|N-v#sC&zu!q%(TMo@pzn+BFA84*f3W_8wHYxDgY6`y$)<|w zC#>+9_TvbHzr*uf!myr1dt;d0&nL|9BM^r54a)05ZLxgLQ~|f&2VWfDJ<~9N`!Tq` z{BV-uk+g%BppRIeFpobE;}-r3I^YTIQGXu3upCvuo9r`e=Nt z&)(Y&VeOx^A0Pe?5cQ*2YH(P|>1^^9$k;)_)Rk`^8k%7>MtvuM8ij{S(6AkL<<#APo5i+8bf;_h`R_;d=n&4`J|M zIG-oAPd3;#4*~z;i2Wgk_>TUX$|1fYE;Ze0{YXNze}VLt?wyvi|8W~%Kb2M+XIqRC zy%&t*Kb5w*nsYx0@|*tR{s}|=h5AJp{Da27<={Wi{+=#B=lW>yAO5`#!)*Qk^wMH2 z>j6h${fYkPY14VfB%Nz88yX)mUmrjHuA#fX)EzMDGhvViuJ@kxQQ9!+bQ<^%^pDTS zTVJoOxC!$`e@hth6Vwle*?#JC&tr~NZpVP17~h^(ntPPX266xTqSKfSa?Xy>AC6BL z>>uUx!fNu7q1~0`ng4q^Fa7e)x9L3IygYff$>`orpbz;&7}_H}FE7`PGA=iQa>5^< zDzDYBA_`VGFvuyL`D?yR>Kwr?`5{CQENDpDK zf26-``_k7py(>XKkUwS77Kg8_?8@U)S=z#8!>N8iAB~3?^bh-cEj>gt_s3fP{q<|@ zN%fzdME|FQ^uONPy7HjIIKVjGo8i+3T?{IL{;|AV-&MNswCKGVlow$r$9P2;@?&gY z9`Y?&$F&0bLwd_!eT$m;dQ!(BtUh8cpYrb)A`Z?n=Jy-Rf5f-0n$ZCJCpdnE@htOo zT^k|4$NnnT7ws5)(iz6X^2)x7HrXHNaQ|C5=)YxkxgH(9kvuDHx|RKN%a37)IQm|ZfW`quup1#f3Bb1 zR&Cf%ZihjCss0o1m+M^5$fXg#YBXlcNF^Tzc^Zo8B`jA(_Cc82SIx@P8H??z;Jgm! zU$g&7`S2;n;Qw~8|C)?dCYL(+fP7INHTUbx-km%O<+y)QtNn72`iZZQ-{O2~2c;`~ z_bcJ+-`ZtyIVSN<++J$8w%tz~R0H;l`_qI$UvYfG5MSD1@P}xBR1We&`(W+a{l41g z>D34Hiosq{z8{7h?3%PomD}Hk(BD(P==_HENbiTpB$<83zVP#_k9&m0-)hxieSq`* zn49y)a^_En&*+~%U8;YPTvg8VfloJ%e_NKR3;K-u@afZzhMgK|p#S<}{xjTz&VLER z{Ur2fgrPmomzA^p{YXQGZ^)l|sbx8F!%l;~pAe77unV=XmkqzTbhbUeuTtOH zd&XPZ&Ri@=YM_l(x9Mai=jT+FJZnv(jZg6=V_OV{Jv*{db8Io zHCymU*k6NX;*Z~@)1iNyPeawpp}O5-xPNTwEwk(FBuTzrZ|d#S>uRtw+<(RPO>2Gc zEdBHm{+|l%t7&WLe;fYFK!50OnoeCimUT^Zzktf~rHcbSI)Xk@d&FG7z8H+Y`{ivU zzhCp^@{Y!Lr`AI}ME-v@b2o`UpAPvP^5+ z{BuvFQTL7Wz~1qD6^85R{QhUgBVY3rXQ)s8U$r@LdFCM)ANBbs;djIz!Z04%|9^%h z&y&-v;d^GB-+w_TlSb+G=ke&jZM~Ft&*}-|qdgFY`v^GRf2FrNA6(Ft^YhoLAsaYE;S$`Z z#rY71`za{z-(Qymx;jTdzJ$2NHuJLj>}_11T7s2K<2tW}{d>%>2?M=YztukQzl+<( zf_-AX*E%}4>fGwtod2!va_i?DIsnRs`EaZ6a;r$4M6SQB2Vbr2@ZmdrPrFj=ZwSMD zr~iv#{ebgjkKp_s<@sm0 z&zYw#c|2Y+%{GlS%rMA99Pb#0{Q|K)Fbw_sSyyUa z9_Y{hzeONfq+Yo!KO6o}K}^3uO10aV^yJPge-ub{m)UJ~_A=xXVtEOq^gg|t)EEQ) z#aK+Al-D+ita?k>@5J$>@~5o(v1A{t2dO?{i2q`LBA{~6PpV(&_qltg?NDxj{UHW> z=-&=E(tM?`9ONU`R{>%04`Tacn7wzwF#Nwf&Y$Wl(EW9R)cczwt?N3$dPpp9j%h!i zVOWn5y;Ps}D+SVfUDtQhFJ}IYV>)jU$Y`zb=-FL#zXQjYF-?`XQaK3vg!IbTlz+(T za1Y|WI9>>37I%0WoYGO%hSfi{>s_+9=zIy~EkoG(|6w}65l}hwhV-)fl&=e99=fyy zUsPoIia_SC;(RZ^IClQdG3Cn)b9qsHwmuce4)Zy&O(KH%4~F4;EOESH82k;+m+Hg) zX|aD}d;3|7?&skAs3}C_P0LZ5vQvKhJ z!!^g{0spaFNv*u~LenA84@dEQ34^~7`)>im$f?3Gnc>8jUJ9p(n9vVihwZ0V{v{WQ0`RvaJR`^@W04EhH3pQ zQ1Q0!^4>KXj1T3h66Q1OvxY0sPdLZ#!P0kPX7$5zCTF1y%#bvT^UX1crGYXol z;wyyw9raz!Wv1PZZaylMe+$&+e;(F-;0?BaB2e?%vhi1_=>2}w54HW{_BOtg26~X+ zYAFNqBL-*#KaoDd@SYCV?<{+B$;r&aVZX52e`k zTe1$;Z`hyu*IQ#oEXV|Zf%?rby*DgiScCf4(8$#D4(rGh!aZBXr`)+|o zzyv$_Q<310#rYY>`!OG77|!odpQ%3VKVW}ddbzK4GO`5wBfP!gg|x{Qm_PEfOZAVq zMvcS3KcrvN;>(z^whHY2i$KfFXH9mn2l!v)pVq;0$B7qQA)mu|$S{2$E+7p43FA9q z@bA<KgmVTd(h6_`eXe z->$C?KWW>0Jy6?Q2=NN-f#EXDp9O@$ zpQC&Uga1YTYM=P(JnBjll%qVfZ`ZGU7Bms`0q3v%a+JkDBQ5ZkW5xDFnC%w|2!lSL zJXn3Yk1go#rDAID5eegAe?9a!j7{4w7^d?MK~LwG2akpvRG|Mm7WDMUO*t*m z1^g?v@3}X=zRmYA{Qn{9L$8@-QN0uIs zH#i!}^-*VO+AuVB4{^>t!gUMvj`2Yp6<=v?#vk^VAIelzvoSKVq;`hzCm7xK5S zwr#)S!RBxtj`>wTMbnMK{ktH4oh+6QVOSqyK1mq*$MO30^Lm~4QgmL7XJ7JPnu;l_U%aLHUUVa$ zk8Z`SwSQ{zVf~Es>1m%-4et;N@dfGE^Z8uYw|X-86XcKH&k5QVopyu%VtxINmc#Rm z4Y>c+SIZfq9nz?3&dR&~SNJj~6!<0nK185T*cbP28HV)+>I*BU_hfKj@Hfg;9t;Q33LB#AX8FoIoCy*mpoL&c|T( zsOyfFuOS|xJsaGa67e!U0_2bOVo>~c%Eu$}d_7~Rpk>1Y&L&dif=yZRgJDfnSE6`B7|th=UZX8D z9u>PjfbVIM9}Ii5_L;%U3d<)uaev(!PKkzTWbHi}jcx4`!esDBKv zBl^u|PFa1;^NmUfwKtpZrIu#b2KtBjl-Y~Pd){nV3Hp!vZEp5j_j^Mr$fF&G`5-^c zbL7^I`0EJ#!T4uhml-oCI#-3>^A}hsq-WSWedOys3)M57@=H_UeG#OOF!&?n2gA%? z66X64teojLVZQ#d@Jv;cANwEo_Z9&)Pvbqj{x^O|e2nju8StJj>aWFNCHp6nnjs%T z{UHqbBb65oaFksj3GWG^{#qdB@pGWY!F8$=T_GM|`+<(bcaE0~g8dtm$G{nSi5~@P zL0^2u{+%%76WG7y{AtbVcVa+)kspNF`HaAF{r)a#Lp0$&rTG2^!yq4|$1>*Aq67DA zfdB0<_z&bKm2>?j4CABxEOV=~%j|wY|3uH9%V)KAhC}&yF};?AtH{4GOy?~EhCOJ$ zgkk-H`f25$?mem00_KDC5a#kA4E2#7s|TLyDYLSHzvA;@0b%gZ$WMmp`zKz$myK8Q zd4#oAFxyWTSd}~Oc(p=`-M14AT5@p9m@T6J55WGcwfzq0MCJp=`4fhCh4c`H{W+Wu zD`)wjwcdVB@2mUZe4hFv%+~YP121m>HA4gBLG7o$96xHUKa6K3=C3tk;5YJzFweiO zLza{*DN$zUtpe*a#{1uY&w}*@+9P4GU+mu|?C<%Kg`)pc#rfEd7?!w6nZK7M7&>N9 zn}u0_$S0BBq0`?)^tc%V?J<53=K4K!X~fbUZ{|qcqW%cO`UU$Rw#dJ*El>2`0qWnd z@_zP7p~nG>&r=12L4HUtVHgkdCp!g41w+|Th==B4eh`NJAoM4!T$k*NFxMx$#9j9A zAD&?UNRM4x_|{jQzQOt(v3=ja`|r0ngZ%}H`?rs=-d6HA3H;a4e=+9=l|%o?Px~jW zjmMg5pnv4oaIYChHdQW!`Cg$NdN_Lyrdjo`Hxy(~E#_#r-jU>Nir`9tL(Z{)`qA03BLI}SrWi1dv)c6|JUzTNox zdd!WzJzjO&1Nx8pNf_os?LX&skJ|kT@=e^o7=u{hE6H!H)c8kzZght6QJ!O`ygHqc zyBXpu+V|K5qqp;C+kt#>e_?F$kc0;_dVqY8pM<%;9%o;)>VD2>8Kz(3#td7THR~79 zgZvriwzRFQz3BTW9B+Kr9f_ALliB&1VEoU{#Xn=8fj(gWgn9lup>J#S+gW8$ANfHT z&L^=*TmFxVf~cj#l99DF_t^auNQxI1q` z%#hWs(%cJLKQQ;Ts#0RylG1MHu*t@|qau zKI8tBG!x^1lb10U&xQihYm~#{rHpT+mka__&taG zavkXpVX!yk_vB0059d1kFJGK|v)`YprOQFzaQ;(bElU%0BH{m-Q2(Y%2ofqE$^gCC zo?(`sObt6~nx!?1@6S)&)j7ZV_AprAV1H8&3|rPIGY`(w(f$bY^MI-E>U)p1o(}Zk z{HOjrR}__c5cCi8O~Rm`XwS}i{f91^c^=Ml37^r=?{;RV)IMrIt!GcGo7%>}kCkHn z5$5}6tUR9h&&uikwSbk=eI1T>()_6$;w$oh+Tg`yi*Ege_<{O0?eqR|vchjbKhj5- z`y&^#vYW>QcVNEAAD4CC#(!;HE2T#5U6Km?yELn)y0h{#cB3NnBH(^D#>?s5s*b$> zRKVlM^r~guuK8{O`CxuIy~Rj*Nl_p>-xSOk`+PxiOg|{s6Z3;GU!O9}&W~7qCf^yW zDh_>KX~^X>Q)Z9y&YlB-pC})O={}QSrdj0yYngH2FHv7+j(K&Uut4;^JH|u8AWtfX zCg=NmH{UVJ(>=RK68Kb|$=K;61E*SJ5N zRqpjR<yBe13!>9-w?(Tke|+FIR$npnlF7 z{;bp9Y1QDrk={9vS~gu;a#p&B%snxG2?M=<{>8vAJYS`9(9Z$w$~9=c$jaj>KC=E< zyk>Yl&4=L`{}0psO9AVzs6D-~Ux4~I*YM*`^UtGTeTe>QuGgHhSoL0TevbM?80LfX zXE=iTn;W<`(eCM4IRC+XY_4F}LmMeAc&{A!GdHtowqN}kSpOqG=iYM)|D>76;~!yI z-yuEo3_Dbqc%}gVas5sh;w|diyrs#iQx5cI_gw|^ErVok96%Zb}85+<`?rvcKy4cWii-KI}G~|NZ}a~tbxu9cj|fA39B*MpY>M#fDzFFS$HM#@ck?a|f%9&R|AduT zyd%u_4;Kx7_TtB8Gmsa`f6>fEidT*fkY@YEiwX`ZU5Fnb%j}&n$P@WP81|!3zKd#| z=S#0qf_#noLk#h<9p>?DiI!)<*eE~P-@yKsj9**bHFXBa1MPWf58V#mBF_OoFkUSU z(ltLEn#KL=((4IbbPX1P{$YECm?lLy4j$UVUQwOgFx;}P9^ zvirdT!k~{hAGcJE^RLFV!uk~X>z3^JW8oOdfTV|@uSg$Zpr6`PIlX5q zpmNBssQv2Won*&WNKK=B!ei|UiLM{~VZM0YLKx0tQQm|h{!#y1T&)EAGl z`?Dl{+@L>=Jsu---e^(>a(9PWD_ z_IJ>K5(a;U<9W99@LZDNuXvRD_tI4FfB&u`=nMK!!l3VHpM)V^V*d=Y{c5j83Em%P z%mw~AiseZd)_3hN=v&`^%i;U!b{P1h^KUuW59VvsALt9NKUx25|C=!AKha0@EFt}+ za^MH*w^u~%n@_t|LA*x)>Xp*a@%Hoc?E6H)D!;7w;u|x#KlKiJ7Ik5u4%ct*$0c89 zM2OzI!tn@8(f6eShS`3PkLEJTmW$otzNo%N7xJs6Jwte>)8Jg#KZ5eP5R8E-1%e6w; z@mE_<1Z%=gTnLKU=?} z;pzB}1KIt5!TQK?FUG!q0OKS5>(ehRdm&j3{s;a2`um^URn?tAKH~em0)~&%`43^9 zFEGsZV+ezO;QU#84@Q4k#F=?JU&HuRUX%N2cS|aK3?aJ6HHT zCPmKKVhcdK{6JfV)S3Ze9=D#txNN)?K%kNhx7%-s~*uQngjHqeFT;CACe!m zKvt9TdBR|CsNaMkpTYSCHER`WCQj$)$A>y}e;#uaSLHspTWk@0xoY@2>F16xIe;hp91eYu<{6^FL>6dE@_v|A-_U> z4sLvJATjqC-~Zg`;4o)-V?LZu;CLIKH}?$msfF)nasCX`d!_=0nLh~W5*VBC$$`D+ zDF_)<&|&JtoBaGT#AQ$FF^Qk>{VwVYVentb{}4}$RZS+Xzz^JiAq@J0S* zAaC67Aq@OSehExgNN)VG7uLfl4?)p14YR3MJYESNdd~XgWb?mr#NcnJJ(c^?e1+?F z+D1Q1=IdEupnCK7A9n2jMg+o*QAfYO3IzEeKZWU938!9|a{ob?ecvMxRuuOy*%2%$ zP4*+K@p`a$s5Iyc<_m;je&|mKL%c!zX7$;AW2k*=uJeVR+@FT}Ec-G)!v^+;QGS~Y z8*6JN-Jl%f-6q?(JdI6Ze0{Mgs%PxSYp-EEArO+iy1AG2H*)Qm!AH z-~7GoX3!hXk5L|kVSf+lW4IsjV~g4N4v$A0^YOyW?IlZpZ{hTY4eb71PbHDtN7$;7 zC(k~d!Q;$ZF;f*?4=#%>xHc`uA^nTujJ<` z+f-&2uFdEP@^&={~z4e9XK}JAXBTyinf>bNe9-@75mVONLd# z_jEYl@MHQ?gAyF&BUt@UohPjRV-NJAK7}I&|4Q`x;>?4QdNUC z=im0shV6=>17W_|Vtx^Z_>TE7EB{L8NrZvl`t9mB(s>7~&+dy62K_;L3B!9v?Jz%Y zr*f{(+kXsruyal$-!Ftu$yeA{Dd?9EzCA7QTV z472lShFSi#%TROUIEnpm{(hY_}BMkDz{T5cv*896+%9hEygn>Te z`47YYubiK!QaSX8^hau%ylL592l)`nGtyT6jcG<6`#&B*>H z{s_bR73m|)&u{mP+J7_j*HBn5VEa9OfoTtVyYc%>dycEUajm%v@etQTg!z4IR?hC5 zG0g7k?MXCSvtU9Y`@T*og1CFY^CD=XuBNR918TAE>-O z^FVEXK7Nepc3F$h(V*|xUyR*g>FM{5$)yqfF5E+(;t*yk$=k<9c?2%#X$bp=R310VXw4;ih%fCieNQfk z>u~8s)rbnP7qtI4jVC)ZV_t&3p*<1?d%<|eFuM;OH%3GIq+ce?2mK9UsE_kwnC&OW z)p@3Nl|3z&K=d3|(*NjlWgh4Qj(_+<+X~~{gJ5sS&%-wh%CBbz!}<&LC%)}=fODfZ z_-iaD%Foo6-o9e{ zWjGz*8xjx(eZhQ_m1neX5BW{I{(zo#803lbW&N@B#c>U}(FcCSD_2Qv5RXq7_G1UO z!wV$(w8J5!4^$uizXAI{zA>{%EAk}7C(O4_=q9;se7_Vh(sN?KD~T4j(cC^y%v!xr z(jgV(hx)}Z^B*T_*IJ#iodNL`^&_!!a(35|qW^!w{t^xHCY`ochx}!vm_EYb&u~AO zFudPF?WsQdevZ{=@?)6YMxjtHa zwy_4rLw+T#x#exsX9DEcn4b^^`@#MQ^YewIvmJHvGVORiLRfM%%`drofYp1SNpg>= zf5Kc|$;0kFs9PGS(3Sd6zHKZqqp=d!H>m$7y$7})-5@%TNBRf@|B#-Oj{?sw@2((M zO*rMY%FLD>Q{a0=tWTJ)_fwBfUR<+aFywdG|EUfe1O<~k*#9{QPIX*4QNk?~*6V0* zr=kXx{j^*J=OgI92*dgY<;Tk7S^X;sL8iOqp?@l`zWl?#K=l3%;?unngRFaOQ}vWw zD%LNCk4Oaliy=NvZHMXoE&;2bME;jB_+!*Z!u&kp^Z?mGIxpkG30Uu<|2gd|)Nz{WhJA@2472?a!r*_9 z-ZN%hdnxY9gLsJJpNUnwZ!RInafXunh{7``;64z>W5SScB7GSuWol{7PoO`HUxYzl z+GBPfjLJd2)c$vKxUeA~{0sWy48&mn$Unkd-_J(<+S8cl4E#WQIvcM(>!@?I!bgfv z3^V_b>2!QWqL+niUz%UmrWN6nPDj9bDcWn+!6|<4_PqxGg!-OUJXWH!_cHK*$e*m{ z*V(dp5j=jMGk%sZYeF}m7wJ2f|2%!6?M0vm_ooPhzTo@`L%c$I&lNoI*UyXreL#6; zOKIGx*fRs-uen&i2m`-yy+#=P2lAh=+*``WS@~j`AH(eYkzsmoL_iqwGvt5vlKuXT z?wz?m%-*`vq$O=LyxxZUiP?vi*=}EO8p@F$3^V?m*SVe;=z9V3L7eaT#o3;5pEV(W zMtwSep!k5q&BJhhjrL2J`wPO#eTYBj4-S;vlVk|@jnIFbFMR7hJTsB+e-H+Lf%IRn zb29OG-9vsO4_DSseLL`MF4RYTVc3`WcO}a5Tfd_TKrhaZVRoP8O1Z+_{FEX- z9$|=ANZ(ZhpJPT{e!~45Q!&37X7^jJ&bn|kL3byd2issd;tt0p`u~eTe^4J;{mS+j z)^Er!D(Cu@H`Z^YeRqtouA5s3-Pt*F3@c+>$-|J~X-90wVgYyEUFJHFg!`fLF`1(2D z_Gr(rsjK<-^ZDD>WJ|4yhj@kj%a458q1<_->Jhl{20sB|g%(M)AHp5eB~gD_d8I_c zzx82$c%O=u*HJ!C80-P#FJXu;y8pI^_=ou?l|#Hi|H%6L+@4;(f5OVY5kFY_GbB$| z&hoz-($CVvo_A8XN&VeW8$5Dh<#^Cnl=qGP=CSvUvbg=+@V#lT5-iHs(EkvI{1)|} zFzm0P{8;__L=R!UzP|CtV%Cwu8$2G~%o$XbcySYqkNR=*>A;JbFQ0*ZqC9VYk18_} zEQNT3_iq_qNA%np{!6ndUzx9WZXKR}!7=JA{9i1_FT&72%9k+2L!1w*&+c2^y5R7z zr@~Uce!KNt-fd9YWXWwbU&0XIQ2z+?`#}sxv+{<~)g#yXK|Dr%E9h_}Qa5QjUw;(n zWKO;_dL#S)1VO=et7HDFa-l!mKOzkA0LLrb?qnIhXffCC!UryrUneY5K27%-39GR4 zlfugRubZY!gZ8Mux96SQZQd91YmygX;1Bxy+wb(QNVe6=*Rt}@ALi7D_J#O@4&T2a4El=pddJKw*SqF0_!HEpJMQ^T_NrsxeloVdt7g2dG~N*OANg^2_^9#r z%Qh)g68#Lf(0&!eZ2inI+rKaB?{dajzgg}DjbAjn`_>IfM|u1#8s`vja+w8>4@KKA zJsOzuSxJx92SpdZ2b4&N-k(AGi{2GHIqE8UUkKNCgdrXx{Y9TDjrzRY0R17pCw0A6 zubUC@1O4Z{?ZtJ2hYIB0(fkR6f5iC`=J!MHC0}1Q-a+*J9NG_I@YmS?{eIUw4S9N< zpSRx+pVxiO2|a#4fH24t>pz(A)VcIqI{UvE!Gp*vDDlRofwsObAh z~iZ;rTRNxx|SU{g4c!TFcOcN^wE(wfK1lG2yixfSm~ z-%vh;x&L|GWtrB=UW!nzFOC<4K^_=i34{IO{w}Le@4pEMgFMi`vT~N6KJJwgb78bH z=m+{o!rWi6@+UMO!r=c=-yYknauQlbLA*!(Wte@x@py-3&etD~kgrkw=+(owJYEa- zhVk`@%!~NZf3qNeM}P6;;IS{iWsiV6&2{ldVPn_k#Y6Fr5Fj!`!|~L+b86o8-X#;ZwO4n#FPMu$~?v<~L!m zZ=HWJk0(?P`7O?$FwlqcC(Q5vvHsFXAD*rr(q>n_2>6foz_2sTkKtIFKVgWs7$2W* zY3!u6p&PVE|4x|u8^YXPpB9cjHZLNK@9#gYDes;fP$S3oub;`plxv%v_zz;!|Xm{+4$FWUn^$=KXLwLb&A9NjFe$McwSBz^b_eJ%=fQe7aVTT*-*;YyKmgG z6d$Bi!~D>m7^eTz6ArRI%^%tY$1V$bc5n?thTJ}%NaX}EL<68>KFz28rnZ$ zXpi(W%-+j*Yt!)Gn#gksr-^@Wm+4+GZc&2s5aj3E70#jV->ZOr^ha-Z-`wNsJ_`6l z<>>|Q7PS_DePRD^n>+4Wx~B{HFQot7XqS>}B{~pKu>HFTov^%+67J6kgM3gP?+Pa< zHvicS^rOEd4E-U$-&KY8uUvi|^bhM-4d|)nD7g#b1@gOU=ZSBt3)Eo01?yMkKD-(> zd<(2caJ@ko>7i-V*9ahfvo2!2QF-vnh&HcxFsizG?>{U2@?>!2X zy4Eg){S4&K`@#_c4oU&8%IcP%}%74Glge5?OnUOeTd z0l&{w<8(^G+gkwogYsbbJGCba<01bE!}lBQF!&4Xzb5PX%TX7DVEv2wQ*-<7cxwJKMsUblEWuIqeloAmkD za6bX#FT?$ae{~}wl^e5?x%}(Aiv~?hh~fT%FqiM=kh5+FciYJABYrR(#qchzL$L-u zpg;57nS6}8gNTTR0=mW~P z{@2siiPw$c`+MXsVX!}xH(@yM!Sw+vuONG2&82E?w*`RuGz?W-BIe!}L z%U#|ml>z;z?}Q<~w!`2rP(K^StL9tn5$#t~x&H#`gEi71FPu-qd4n}-Pds=$Y~0rK zK}qNx8FrttG5qlE;{0Sd@51_xEzvDWLwiGg5Je;~}`N0a%A zvqvv|0eeAzLm2!w(${pf@5+5I7xMdggt@9{8aA4`n&gZ>Pgcqz8~83Kqh1Avq93GSvg|9-_=w-#q{#CFZ_GZFOm^b=|gPc zyb#CxvSn57^zlL9f05oV-|G6VbQ}lwt+D*8?6K*iVrPT=QQrxJ{v!XrI!&?hFLMTY zpgw*ZnArTjS{43p1^p3W&@b$dVYdGK7L$;nTWQuIo5uh4+UmdlrRAU>)Zd3OzwSmD zL%hWH-<|HxZuO6cd^T3>9|%Lffci@q){nUVP8jqD>G_`EGH6Y~O@1Hhds@i0h!6?r zAIJOt^M_=x?Hl+%H5~6p@9w?&*dK&))Q=xIt9D+`=?41H4s(5^a@gOZ_H}#Xi5_*FBqZ}l+I|2-pp zzx5|&^-xrY_h(UGS~^{FU%&Yote>%d%W$h{@4_|!ztG+Z^ZQ*bqZUrxTXK}!JHzb0 zVasao*jHY+K%N+{33GdHsqxk5xo1AVe?b`HKhZ^?9nXYZ*n%{bZQ!-w_7=Yd0SFN0e{t z$!{-1&kyJRt2HyiU0%wJ-*0NY(r=gFNHhLD3&TfQe|Ni&zC3$7mw%ho*e?DuFd zWcz7ET1{lxh*%+`a1VLuA( zv#p1eRol&jU|)pSta_K)aSQk}oPV2d?SMV!j6wdGk1@>7HyCE;HEqZDbm-H1p079C z@{W}?4YuL&t*t_*ZQ(F8et+wamg^s%PaQ#jaXx>>%XpnV{000Gj{oQ9{oqA|MDGbB zeSdy0R++uJ0{lPvSHk@J#J`HuR3>bD0sf{?%n!oQ9^*A(I4{TkSUFpN5{C6Y((|{I z=C7T1u7Q1{{tyQLhWh%~FtOryzkU$k(r`S)Fki=iF~|%3E!Btb^U;0?L-vCD^*1A{ z@xY}%kU!!4|2~S2sNT02PlrVNuG8^$8&TGZ|5K7$DeWzzVTJ>U{(l+2g;E-0 zW*POWhW$vfe1%ebwOoo@)+y5W!$PU!x6OadO9KCk{FJU8r__JRQa-*+r-jLy7e)Gx z{FK$-dh775>nuJBWpj&ncTV(!_G0~D81gv>F@LBW{Plo#*aQ6?uTSeShS`3qQ1(r? z#YZcoSbP=AIVNSRj~T-Dn}l*}gloROo&owSj)x4h`y@iS2X9T>yXV09JkC$9a%)z{ zqRlM63FQ@SbB^EDV)0ifALTJQ-|c_=kUzd`s(b&AFn`ns`9D*dUsx)^dzWH;7b?6s zn>gq0VdxM0SG527wt8z0_!lf^nBD^vD*l?YZT0#Aa2_jO?{ZA}u24yTQfx)eT;`93 zN?s{TYOjgDM-CP9PdU0|q@{-^V6nXjl|M?>b?7r0_gt@*jO!=fxweyTOg|^zN z^{oAo?-d8`q$pMp|5PuB&Ydis1M?UAA0c6-4e0+EX88-pl>ajf{txA$TD-hti>o@& zgZimj6JT~a>?ACnkp7NUqpk-&*#!NG_uGYpp+54TF!(>TU&0_yq>r_y`&FzxyN(w7k1J;oOo`VxvU$t@AO08RaGGm>`5GNgbdU7YC<)cheHeEf?@rI^HB@ETkGn% z1?-*hgQ#OuhJAqhGUEJ0sMeB{`l_Od?Z0qL`I@lv%`XRcZF~s#F~sM!!p@Jr<&N4T zdLI+{p}uWU#lR(!&_B|zo~%-{)2{^s@S14DbCtxi+8x_8)LOjq`bG--e3bOGN!64C@6d2Y36)<0SYCLmZDV zeNQUXKn(W>s6Aokzq)jLnD#mUDEK>^PnR=Y8&fnh;XOg*r>6d;Ne3^8@@sLvDI^U0 zA!tv8+5VtV^X>H`1v4MO`?ttHt&`7;ySF&N`jhZ;yPofiMenPL%tM+B@DFWr&E7j17of9*Z1P`?V9G_Wu^2w9*?xUmP|0*7{T6` z5E2IdB0mT#Q9NhmEPv*h@)3r)f7R||?%Gv14(5aQplv#2?9l#6U>|5N-DM_*oJ&0k z-)G?bx~qKD8b9|L_+ykG!`ZAnH1Sg6e=*$OcHd%A)*7`H)#Td04A>3$WjPwx>5 zdtG&_&PqN2^F{i4J=qldqT4BmAL9Re6*BCC=XVT4ek(p7c=L4vJ zy^X9!Cbp{oe+>O0|9TJe(GFjb0P%?MRF_KAs-0jT=-+xHhWr@$!!UhsC}f!4mlgJ& zHSn!Uk~-vTRDV@j+IqK3Fki%diUQ*tHV*)Qf%NtHD0MP=RX&e5I;k@PJHA^1`{k%F zI&b3pT)w*>^j&-&AY?cL&&L=Bd&GE3<**-s{2m^~oxQVxo zHV44>66o(4o=f_sD_Nu0CG|7gPY@CY{X=?m-OTkrf0zaPIpX&*gt{m9RL^^E$@xbZ z_Jfcf!aTpxEt>6acpJ{|r7XqzOBm!o;a?2)Gf<56X2&c4@r#9W^j{3e6TcW{^4ELi zv^)RsV3HfDbC+$%Iw(Fo%hSo`y)c5I>qEiuYa)nZbD%fRHf!zX|#W<0?0W(6*;=A8Dd^e8Qj~`u}2( zAIh7`!Jnf3FziA0W^%<{_D+ir8qTmek&b-pXgr($anTR=U5Ey>tOo=ZHJv%eJtnsG1Uit;`nCX z^A##`G~xd^&_57{{W2Oa$-p_b$0wi<`C)b|%=uL3M&K8gn`<68wMN+l=)w7!YvpxO zbaj(SAo|U9PZ)Gto}zG;+M5Ti(0KD=HRvCXZ~pqjrAMl-V80dnx6u4=j=7dd-%%bG zg)7b&{VC=CVxXaav(s)3h=1by972W442Ra{g&2C78`6Impzd3IG zdH z=09PnSm{;&Vnt&~lYcS9lf(aF$Y*`q;pgr92Yo?)Q~%(9kp4lM9@Zwi{J^P57sttJfthSzmNIK;1xga{P=Vn*1yQl!F%mD9UcD^>=pHKaQ5cy z+5^Ud|HAe|_WX=(3!cE&BSR|grRg-jU)H-;I1ZLjVe z_pY`D=8ycfy?b`_`uU>wr4SEY_P(&{)c^7g=;Y5|Ymab$Yc|;;z2HtZ z_(#-lhME2_Oz$%Z%tYUB)_OeQ{>E(UgPE(8Cn&8TdKva$^qsS;{aPq~4;0sTX7A#+ z#>SV+(Rm1gxn|hiEvk>D_fmcHg!Z|31d@;eyF$BT|RI`_9(`mZRd~5zg{_^dpLbl-ACH}yxoE8 z@6=`Emwmrl2JNH$F--g0f~gz(gl74Q=R?$osZrss7glY9^)I$REy(Jb()wjEzoGwQ z_#4?HVeofIKVk5vI3E+{@hAJ9`PXS@_V}iRy;2!M`pz)Dhb5SnwNv)ml%tTZ#rCJ` zPxQN!bD#5Tx}Sqf+3{vLPmldgZ|bw*{O$=5A0hvy|8RR3xy)0#E0xdKZ|xu1=nwqC z@eqdfBDPPMf%;aAQhiCFH+wezl1;JF(KRh|foa!5<*MZFMIfk?m~9?&At<2f6vLt~m<+1miv1 z#XHmQs(JG9+8*8|6(D_r?f(kwWLEbW@og^XH}b=-mdmn@K4eGDmtP>rhKjgxE zit{mH&QJTPrKvg{ZvGE%SZn(xUi@A;#-H|xfqrb?KI}<*+!}WXS&&LH{mKX8)mN3_62ct2o4~2B( z`4tC?jiWA!wzKoU0>bP*p}-+Q%B3i>Kdd)UpB(nS>i+al4)_b?ze8U5Dcya2!QY~O zI?EpCtTKEru(A+YrO|ihJ-(it zD|2%0tI@UKAF%%1v4vj)moz}UhWb1=`18^(8nH^oB>%a)SO1D16b$-+{&McyM*Y)z z8{}BNd!Ay#efuqy;4kp|d0IC=ITZB;{YU>xSk9c`J_VshbH)F^jrufi=bW-*ZxVRC z>a22EH?&rYod*#(uQAr1QTGhq$HMxAVSg9(*?H5?jaqy3;64cU?;JkwhewL|ecs6u zc@c*B635Fhi$9zb!%asl%7%CZ^Ks4%x`m57v87*VTh;Ee-MWAS12D=|0Ci5W_7RcQPT?R59Bw)bpBiL-@(IO!qQ%XJn;MfO57TX zW7mLpL4LSM7wgS<9t`v&y@X*tNB$9p^FD1co8MiO4KID})r2cklnYg$2QLx7o68RAZ`Goz8!9Lyo#h}l#+F<&BYXN-^^9j<=+M7r5 z1j8)8A`J5-j*l>(?-y*1-yC(~uR;TrFW8zmUE~=L=lQYzg7c4N|950Jk1rUuCV4HW zJ#u!q$1RAzQGRYlLtS1RJ_`DZ<9GY1+e5e00FWoPx3Gia^f~&9e7(D{tMs7utWh_8 zsAQn%M)WUQ=O(i;Z!(mhmC!>N=12E`G4OMI8%*!*3RrzQzadz(^F&zf=`i3I+ONC8 zLSg@r-+6wUFsILbxUI(Hn6;pPXb-=_`&D!u*W> zf-sMV2*Z4b-+RvA?dTPi3j0OKAJ0v*JZD&cZ-0~e_q=ny@o@WiXbJW;GwDlMzjBZ_wTBq=8RfH-Fx~eOEUnlUmEt=P=3`th5C(an{w)32 z@+sg(t!!s%&+Bm7$G`Ief&bW_*ZEOX=ZzP!`#u8i0aELmmZpI}MfrGJ7;0^>+z0%X zoVO7W=KAJcwaoZUgbVk7%d~F{JM2~u^2G0#nOFS0CraY_$}rvU7c85X@gl%|mpr{c zB=G5=Vr;ol{Qfb`2}{*fOHGyX9AgvPhrENaK*y=S?8Ex&w5 z@$lwk<$B`J^4}5r)3dH}eyo_U=l=BPedr(gvtsWg#j^S0_jj@$-tRXCxCm6lhKiE6bPxO2vdVME+8f|f7Dm(8j@Qp}rIqYu_{utLogn?hEKfa$1S=Q?h z;QHX_ZguTgkPp;H|I4rj*#}{m?~q@tobK}o{JciD43QH+d#K-j2bLI$BwJ!tRjvGvFV7PnfUY{k~V^OpA6IgM+q1{ zM)^a+V6W6aeh=r*+F<3Lq>oge-7gUMm&7b<*;fklHS&uvyf23O5l|G=tJ*#T;sumP zz&9`d6DOB*eg+!$wM;RH0Dfb9MHu*t`Ax!n{s|n{Zs6&UGJL(rFq>}!12-q1s#*Z_ zp#20EI9$E4c`)}U3^RX280sUvfkl0f#2-(PQzv?Z+MAY*DGCPrLw*PKyKr1Ttp@f3 zaK0rB`$y=17{1pQ!}=8YN##IK8w~yj`wuejHX*L=9rQ=#IR_7ze(lb`UpcZ;MQ6+$ zzCK=Q;d(9W(LC-ySJrmh(j{v#oWH^GuabG7+tuPd*T+@%|9Q2X8qM<&tK5e5udLe& z{o(wuYPsWrr3O2B|Emh$YJU401onjTAq@Tw<;gIeFBhzO*K0?Y+4bOWk$#31seZ6x zL`zD`ZSY?>-Zd(oA;mh!VgJ%vqOXL(Ut&IkVYdH7n4R|&uyVG(S~KyQ($jV2aNZH= zTQe=vB)29G_=EF5;dal7KMb?=)0(}zJ8q1K=KgTa(aYy;0+T`i@cWQ~onNUxFNgI2 zwojPHYazyOw7S}P!TueNKV*T*sdumcg8%C)86RQQKkWN2|BV|z;T_lmm48*&{$Q;H z@i={tnA`VS(G}xvZq^_l-XF1yj+>h*BcDeeN4gnio`>vO?^TB*x&l9!!G(4q_{q9 zkajs9AvX#3*N|U?!G9pX2tz)Gu;C)#>e2rEeA0$7z4TLU@4)|;qdsnMK4&Vwz9-BF zxPIR-f86JFHDiI_n6D!Y^q~LQ@ZkHa$c|lMywpEppbzbL!;d2$Bb&tUyN;BMpD_3z zTrY&W#_GAxbYb_M1cV`eMSh3w%eiNhmj?Q~O7cC!Gim)u81xtCFNRsZjn!xC6^0X8 z|JXjzhxCT#n|pgmcY*%U9}?#NgD{U@1b*Xo-Md%_3djjBR#CWWh4*6Jl+nUI6Kp{>90}~ z(G%|HrByI{4f{WJ!RGnSW1RyM;Qli9x4CR{oywoiJiod5Q@rN1A K@>*uYh zs;l?x72gL%{zNH0JW}+?0rGR`4;Y?7>q)}kFVLScO!s#Mgu&jie^$=UFGUTi9p{$& z1ndj>M;QEF8w~n}^hPcG;nSj|Bg^7rhS_+c(j3(KOzQ;s9;_d&^Px_0P%7{X&}s4}^Jsl$FzcKtc4HDXVqns6c)U^(}gnt8C}i^N?T1 z^FIt9YFiHWjPj1L_MK|#`JDT6!aTnpv)%vQNV_LM57HlV&&%cDC{5W#)Lu-DkMG$T zbv%A14DI3gSUKa*HWk^OG6OY1e^8!;!5^VKwwYgR)Y$67?$-&neM&3+4d=1xJ$J$O zF6I?wny+F0!|%6G>{3^0Bm?@4@+QpB9}(u~<5)S955x4{tYG_`A(h<|?D+a?yUXyV zl$LX#uV_Ep1x?ePrH*j_y**Mfc3{0X*bC~%_9l4outo&+kzYGz8M~(he3yMqXs4QCvrv5i%-`7l&LXe+V*%p(e%RiwMQ799;`hUP z2l=r}G}7;DQU%Bd>+d!)Y1-ne0R9B$v)xW(*Zed~h4loEFIFpT@dB;I?Ejqvu{z**kSE3y3^V%T-Z>piNJ&>>`31tDkEkE<-6pB+^LYyE8PwnSlt*Stwr}7*2=*VJ zuQ^NZb`6{#!uc}3{$%TzKXc&yW7L;~2%9pCkHSK6FVNV&uv}-`=!WF!kpiUvvu^FpJzk-jQ$|eP2ov+2fyF)$xcdx-h|CM#$5Oc>}# zdiL)L6vS+cfc;3sDIIRw{pxv+`;(MKy(ehZ7jyehS(;{d4gS2WAJLO4tJ!scktJWB z5C(Z6{e<~`c8QaWz!|>Qdq$iOA)M7a>Bpfw#Uzs7ku_D0?fQz}3rBvX%ch5nGFRsDM!H4I zuKv@+=dIB`2*Y_Dn=CdWB2U^ z$7Qem*jb|m{J`&zEC1cM;&mwa2dsbmWWYj`S2i+>sr-a-onh7G3vgco%TM^V)a z^TelBO^w=LT?qTZD6cchS3^1-mxcT->f@Q5pdxzA4|2TgU=K7P_yHZpc`H9EJnFr_8AU^B$$bH`jNw_cjIRiwk2y>K1|gk)K)WUZy_#1Ed_KR!Zbe81e(o|6ZNHT3VX9 zcFWTYV0}b5ZB5F7q2lwz=udBSeU=^_eGdE~wtqwG;`4hy`@s4a<(+%bE&o;UBfg%@ z{r!4^Z>I~OU&yaKnFWRQEkgPJG`_rzf5(OBt^j*MeaJVxCN(RhJ@_MRKYzw3KYyh! za6X@~n`XfHy35jgslEIaIpq(tuY!Ie|8Dl*)$idb@q3@x-p%1dHe0%Ffd29Oo9?$d zNcD6E|BL58Ztkee?BiYu-%~kZ7GF>~_wP4<7Dq1Y^1uDQTY~qCygwcX`$GQQs(jtW z+He{8E2QW4B!f&B-huTZW*#b93s#2;9nVU|xI4Db1%y%o;UT#?gZ2E@~7FNJ=k zeT<%o-;coY5Qgz!e}!>NmgKG9$m2)CT)y`Py$>0evxxg^!aN?jH)g6@Nv9v6Ke%4F zH@n}|ZuOb`JOp8|7wnH=77yGXbz)}B=PZct(O&OA+ZS`GG=RsW4~7@$B>#E``Bvl~ zVbB+p2P=1{@jn=QTG&0tm#-flnCwc8uFwbnfc-z%vaefslK|pv!q){;4z={)>!AlF zn(ChY!$7{sZ^E!1M}D$$7T-Mh8m_PRR{VdKSpSi#V75cY6e$bR|3@Yco6_Hl|6dXN zdt`ob+qXaB|JOlzJera*-A(iy)~6`HN7hRQPSGm^eq($?81$3s2R!Tku2_xdGaey^ z`K4`nAZxF#bx%sgJFtJ`-y_1-L~oJ#*ukbXst_;uO6Ci~%2hPpqRBB{B{h9uenP4Ba+$4BWrN@~6{n z*ZME40DiW?V2?=u(+wYO>asS&_)(uqJmgHy)!D)SF(LgW!Ku$t@A#_|t}zz@Qn z_aE(f-jCb+%N(^m_ovu$`d?OhXnr2+!t<%GG+a|(7Boti(s*8_b-K9k&n%w*e|1uO zhqJ?4zTT*?@kq|-{tEbs{Z$-0pFDKjNfd>Y*>AE-i?*tBmJnH(6rz|$}%3$5(a;X@@3`h zK38Sdg^HIao`e1%|6X?+?>x=S1@1#*eEqt&x%bEGIS@~x{=J^1+f!7$m(O3XH}(7+ z@Fg4WZ=*kaUC~hM`(PE=Blh=Z%562B2V=p1;&|TppZ3|fsuTDx)bBTqgVmjs<6*u* zdwuh#e%Rq78C;*KC>w9zA6s_$!=mYIQ;u`78+n{$TwNhGw0ml5aq~fc<@NERRo=R#p8<^nBR$LdNRL zb6C%!J$#&KJ3>ul4e=`G6A6R8p?%c3EMC|AOb+;m?bmIHxwYzz4BXG`C(&QR{Jn#^ zlLdK3y|Q5aj{VmaF0l_YxXjld^+VMiddSAW`VZH`4YJuI2GS zgP+t*-7X)wemC5*^Le7D0qYBt4`CQT^7E6GUf-veCvpCM*6}KqDYb*~WBt$8*XFnl z8O7gQ`Mlz9szT8#Sie#Ee%Io&F+Y{umHJD@_ZhMBF)4?CF~ql5{>7j#)7s#ZWFPcB z_ZNhfHjqDIn9mYx58k# zth_#OUI^#QZ!cxfo+-2B^$A1%0{Qc;JkCyiRT9`E;_rP@*M77<&F$&?G?&<00h2)A z(4T+z_#8Z2`Y`xw4~hI3cBlETNxj(dzT#Jik8pfV<2DsppP2>vg7(woG04yTLKo0a z)E~lNpV)p=w8f_l*9U`tLVB8xkBf;vVy91HwMA_iRk&TsqaDM-aP(qLJa$DD4!n+6N7Yf-t+a=j|mmR z+|Hpq{v{0bVtYS!jp+0xCj<7Ikp5cTRROlMUqif#{AvD`dUacB1JuWS3}N`c8RQpXum^1Kr@oRycBUD~oAB_z zZ+oBm!Q=0rh(SM)A3wwUT5oh64)yy<oUs3|te?)sD z%-1u&mDPr4AN1ho?+Jr_WBaUpa9hmv^LLJmbX@Fmcz*!<`!l`z+sGc`^G;|#f9?fk zi}Ynx#uGnU`Z!yR&=B8OMgFvyzB#jb=oT0s)+Y@92IGa6)CRTaEDhN_;y1%AAKy~Y zGOMd%H}LnE-)t%L*;trr59f7JJ}uApElinO1oA=p7%rmm{MCAYX_L+u;5U~4owl-c z|0VJNPxqF{i!jf({atgiL;P3;i0@Dy472>;-%G{xY0M z_Wbu*l-xTXcWXl$dA^@@{Dtne?oj9(RX1x=M2TQLn@_9(B6gZ7ML}r&OQtKjS~3_+ehs4 zy0miuoAHP}&@{#xpq4bbs<@SCy(EmcQych=klE zWkRAVp5#4Y?-L4T4%_}t=zAOPk4xrXq0Et4Lv2-$fj&y&8==g%NoCD(fy|!@WnKE5 zX&0pq`Yo|Hp=`{B$$4&%VLgZR$evm2_+i2xI1h>a6NdPj>c8&n93}MU^vG8G_1Q7V z4)`I_f1zycy1R2XeFgtGK*C?bFn_ec(7#0gd42NN9KU1zV|!fw)E?Lq(Szln|A^(r z-f%s2OabBr)CW12B{fne{rGt0PRvsndHO$~ccg?q!Z1Hd=2IbInFYiTx$MC!pO1`% z{ItaX2<1MF=%+F!hS`@;zIVBmxBG4u|1%8hS>&I5U0Rvn266vwaS+j~F#VqQ!UuI= zA1Hr?nCrR5nWMnovA#mW)||T!-@yKysf1pIufd+4+sDEAR4i8lJkv1 z!oUxdhtdl)A!RQB{T%8Ka) z`ik@^=Z)U??bvbVuZ7C*8uLQ*WMDp*_)CUCK1iR6&hdQ-TW@gtRJqxq>A&A+fIdk) zAyg^N=(qUnMD|{*P^BTEqVJ0VKrhNubOA z0sn3w;ZMipsN=EamW$R&Kr=g{HXYSqw^27Ezt#E7SdLohKdxf30 zhCG2}8N@UAednR$!lQi^fIsLD2*Z94@|WR(G+wo#tqGPE3&5VReKjl1v+pZyA)kT# zP;+>1_+WnmyhniiReKQ^RZjSK>uIfMHK+PUlpG)R%p?aT)+EE9#m)TzU5e@ZG9=hKwZl=%f4)kETp8Bbd*>QH@|4`ov zE7SchAz`@xh2ta4{XMHs>rYl6_UqfWpG@P?+n`w`UD3?#RZrxyV!ZzY@b{=6dNG#% zD>KFKq0f}q8)2|N{Wka`*)J=9OZr1t$+K;HEZ!ATIjoU?7Wq* z`-|~;FQtRQf8zMNSGd1A7kHV|+aq+k$ZBf>pKp4E-OP?ZeT~PTJ$uPb9~Zor?dJ#y z!~Id@e^0y3A+Jv8v-2#%p3Wf;LzfyryiVntFP6Fb$^-w=o_d8Wu|4^?9gH92S;Fl9 zuY|os@4R$1ec1X?*lX|FY3j=g+x@2T_Bz!#=h*W#?0&kiS53HM?s`S(BwUX&4EG0+ zA5;$SJ0SlFbN%cscR;5qN&x41k-pyAH{Byv4p7i0`g`lH4t$@~fybAU$86q5KS_9u`?@r9-|E%MIdNH{aFFms6tt`kHjEmiv$k=ND0*4CVXSY?-c1$~>MV4D$`P z*MH{XUt_y^gFT}^?H?30XY3F0`%!40{Z}YtJ??1AE5r2b70R-ck7l;x(jyz;EHlH)*HfK0V5RpyRLe z(oG9hPLaF@uAJG^*>@msZ{WJEFCN(q1OJZlBnt9H6LKa1sqUE=PCH|4Q>qmVE=uOl3MwZka`NAY=K$$m7$Y`>3VdJjN2 z_nY(hZgj^g87p2I>_Pq+mn!}!rYh8+#}-yS{&>{0T5jgTa+N8WQuPb6&GzTl_G1pGOUZSL_J!JkumA0J;TD%OVaWB+3;P8+W3tplc^w|=&Unm?K6TIudN)hl2`yZQa zdFO3TJ?zI}f8&Py2(!`Z3H(6%jg`AQms!jP{v&^lb>FtC-wy@)3EQ}M+Ry3=?*m|a z#;$e2-aSXK`xZju4Wp$rqbud!5&gzLoByQO-hltB#QG*ZR<0TxQUv>9=)X-uwZQhc{ubh%m>*2B=4m0 z=6`BnJgCo;_9lH6+&ahhCxw%KjFOM`ybJVTeY597>gD|G;k-P`%lu;T*oLr;Jf1Xf zGSXVs+zRmr`cuLxbRI=$AvM%v#P|Q%tHtbd1GYTc#q#??i{1IxM9zAAJ!Fwz5+i5+ z3-kx+v#536rIoq?)_cgG$-$kwdub?wzryiOPV5;IUThBZE|kcdFpSUWUkvk+WIta> z<={`zpELZH<|o1s&!9Y6Ih}{$-!pw<<#c{RXz4R=(1a~|Z2v)MdGG4FSops>W`CB& z#@&YKeuw-Vj>pPsq}8ff;`klMV-?U~_}|BgQ&X=y2c(PhpIAP%MZsdoAOm=x6WgD* z_mNZODL;q@v3&Z&<(4{+x+|tq`3%o0hrVlnKzt|J&lM5|{-VES_~ie?ET6=_XZdi# zY(G>uBTL7lyY3Wd9sNIH$VZ|6v2r?(DV%XlYKpMWs-Jr?+yLExyMQPD`;1}}4CVl-=|KvvQ-)+wS_PGA)HkX%O`|#zv z{)qoC75QbSn*T!J^p?xdZfe+>zPgEAzwHhVeI6Mjg8#3;_U#@XwOrEqKHEkFqk$gu*AAWEUFbPv9IUrdehkz9*9slfT+gfYH-z~Q*EbBa z{Fy_4IhVyb;`bepK8K@=cAxQRfcB9d$Ih(}rn#8{e{udJ4C_w{TwTm4fJ4pv)0b4eDK3S z_5;y7>ua+^pX@>|f2UQsAOHMr1$kop?zHou#+TnVz;Db45tdG)_6T$O7^e3>g@j>z z7(Y0@-|Z(}0qh6)H%EC$eV3P|VE-sThS`4A zoSPlu-LN0rJQ3 zI4do$`TbY?f3oP`2}A!VZ|5~(jw)T_AYMRwbv{y1`XKf$tWPnYNf_3*NDpDI@6J~h zt=_(04*5fjf1R6ia_aIMAzy>z`|r}~O4(=jARna1#YtUd`SB9qAM)R2*#fT`le>I9 z>LTcS-EX8L=nKlvC1Uv35zD*qe38qpvl-nhGZk6>$K}XF^UB6)V87Vje77UbQm22x zdII%{FsFC^=VN!inXH5NHE_JH12p!}sh$V?!TD{$aj%GHb(z4AHW>JY`c38BUo1FN z*X?A(X!$%=PPmHbcatur2MtapmnHuWNB!|CV%3I(INs zn)~x5YnCT@mzje<#P*i#kR3H!dj;HQM15LPuG7`1f!{|HE@^I5EjJ&`*QcJN4%w}U zP2uf(?z?cLm)3ZY2lB_W+B8MAUQ;!l+F$D7*r-tL2J3f>CkU(bC3_;w-X9ba26-TT ztUmoegwSi~&OHx>=OF)r{Pdb|J9*+h@&8w%eiDZKEsn>luu}aC{5!}D(g&~NKHZkz zoX_q{3%%zp@abcdA)Q40_FnLMPj?wNcE3&N?b~8?@@q4+hx$aAuTQvGeiZ62VVONNT{iK~kw?Db{262C*pmQQtVG|uRi&+M^%&`l9Hi( zzt5xnO3@p|?*n7J;Zt+zMtk#qKo9yOhUxtUAz^lYQ0P;;`O|KbF`PfkbxSkf!|644 zUSql5YPa^k#P`23o+AwB$5EbyA>WDoUfxsn;;oitKriao@>|s^U*mFsKJ@=9v`5s> z9qudto9eHad*$G`XBs>ou_AV>_xq5!;D7LYUscnA0S^_yUeTWu=K4k$;&bfZcZlar zCwDWLKdAm#eFMv%;`Jr+(|65%50@^Z{#U;FkjB*18(>ePB=+cgxI_50k>dM6)PJ*# z_uV&nkRL#Q=%>1RW<TY-^E=% zN5C5+eSUko{5rDn7sMZJFr0Tod+%%1i2q055BcGbPRq8RN&NG-E9|@{A8Hk z^Aj?>mDNufmw)v32gq;H_wRoUX#Zln9Lq-qeO`GqSjz?C1N0{h(|uRr$}SVGKUVs{ z=c|>2N~MPF{{ZnJ@{2I|2OR&(w?XPx%k|}ElYCc=_EOGUq{r8Dt4#Ad&B_mg{zpjo zMHt41@#3nboji_rSK{`ys`|9kD1m^-->W{Ha51Xu0Q!LXNf_ci^nZjw-bi2YjX3EK zjXqpogP)|!biA$&<3W1}ZVC!+)yjbR0r^ds@4qq3;?>o%l_3r9w7~zMKCOIY$IP>{z-Q^K_ zH9NWiJt#lI?0%YX{rZqqQ@xtOpCG>pgFnOe)^8qDJ9~ALY%dzm`qI#kJJyNgY2^2Y zGsgGgV}Ag@kiQ!Wvd6#wGamdo>QCs{gE!u78UXr&?GfhZ6+@#Q92_@698aS@2^5AD z?N}2A^B>BaFz^HEXXWqOVp#uU`&7>JmkhJ>2ZA+0$|l9)^FT3r#ZnRwZwoH0FAOFUzm;QD0BEg=pzc3&Bw3lN#0ext1VFCKtljj-1 z_}XBI$8mgN7pE+Uco?ZNSgMyqzZuTJ_bG*&bj~g<*d;!Hg5QUmwXVOHW&`mk@;`j< zf$a`o8i5|yzH*(fDXN&mF80`YgV)u6TEgZuIQfz8J)OI73YAl}69 zH&@QtH`LGq=*RpGVc&RNANr{t4?x zTw829r06@Wud*fMV^|;GM-UPQeZ~GGb*_<6Xko+U|}I$H7dL{vNP^exBh!M@%|_(2%* z_b7kDa2^ELm#lmzuVq2kJXvets{id4u`Q)g$E^NPf}R zmLBiy_Z;|z^`q}CocQ+n4fr1IkudmEly}T11EU3FR|Eese@__vDaxOf)BjHiSvfl| z!pc9=_z1&zkUufuai?r9A7Ss!31hMj$~&whlF8&jOx#wBA@$rEXW(z zXFCqRcltDafXob{XJ-$SbHT)+@PDYE z37G>QuUqE^{KWAjRJ>Uh`Lz!89r?c}V!Qt4+i#Q>6HXkP^`?2kPuM>|{v}T9o%>v) z5bOc%Ju&D|d8OTDnBS0J4AcEOVdB*VGIPFdhIr3Pq8|*G;r%044(n<3C#-xY(MuTC ze@I{Aht!zpgSk*2`%jWryMEY-zjq-d4Dkx;f6~Cb*veJg;5-hl9|?1M34^}l_*gl; zFCrui^DXj^)u;Cjgh_jL%RQ?X|9>Uw)80-a&-%NG-;+ds?9E(yJg-t!;XBd4&pJAI z=m%@4kNFkC;6Jf_!aP67%GvsV-=d(&#=%`co;be{27aLaCU=aL^;~HT`hoN$CoJ-- zb#?^%MS1U6a`pDi(C6#%{lR6Ut6t6L^XvW(lk3lnECT&NePWp9t5fcLjCK8!$>-aY zs$rTzR)4{NVf|FCzxwi}Vtey78uLg7B_Mu~n9mWn6+ zW;lxE!|JpA31J16Ph<6MX}p9%-e?c0uVU+Veou$>%604yG1%MLe=*c|_!qZ3Me{p- z5Bef`&sfOX)1~=@m9zMrFsvt0A6b2NK96CR4>-{Ag&UI(;Iy?&J31N%h% zIItz^s(n_7Y!UH;Fx1EK9XN9S)&3_&Fg~;w!Y~@N7go;BQy$10_9ATTW$-WfeVS#$ z&8|HRz+a<15a#oH+Ln_ayd<2aOWvgRuRB$w>;ivuA-mVELhmtId}`SisqUJWlI|i^{hvU!C(Yn|()dJS<_&s4LNBboV`5~kyL+8ZC!z<>3 zd@(*D4Et5cuZ*6_emhN0^Zk(w)AMidE)&16MBmSl-B!QC5Y|KJ|1;eD&&0%}!{DgD zs9>El+jaQ-n~^wOIQ_#fp6|^#zH3i}zdesn7-s9WjQrV)Qs$;X{EGH>vVH5Zvdi&c z@7O+Jz8^}M=NC?n%2(ZaNW6cH>u18yKk|z(_tz(v*qw@=CO&UATH-%W3SR18{IQGk z^W?_glN`4F2lhDw%Mru;kNG7k=laZW6zSI~v$B0tV5^|xSHbgBXRHLt+g`4KcpCNf%!_;LuGojee1YRRQ#oLey`T+IeZ0yq&8t*p#um2-` z3f5i?f%Avx|IXG=%(b4l0oG?2|1lg$ICIw1#fzMN!2E>r&b&5so{@(o=sW5oVUQ2@ zM;Q1|xcL5z`8Ug8{|)Ws-0URN%>^6ze#`lORp(zW(SY`lf9JF9u6(ra$>Sl0*?FMz zS7*hTOlju!mZfVkc;z!0IKPbY%9@sQ(6q7&=I;d({t$-xxSnC<%>D?&{Dkt#+Lxvl zWU`B|kFqY0yK*A?Hq7V9uM6XAk_Y(q2K~eSE{HTmZ`X~1^*-T(+3~g>X6*kTh1qjX z=Fhtz{(oC+pJA52$lm%~r{;+n@B`yrhUx!Hg@ol<{70Dk|BDxDUP_gT?+>AT2*Y@g z-#Oto-=x&f2LFKm`BJBnMF)da`FwH7AvN!FbvJl_1nDCT{t3r>X{*xq_F9TyuPDz; zsgcz^>+`vOT~3gF6uDyx_;Wl@#_&Fxzc0U6aT0|L<@3!I>8S?8$IgTHkzZFdjNTl5 ze*yFh+rN_exI=?gEyQ~`o~xaGg}p47^7E8er|xfksvR{HtV;1S>wTVWqtuC36UqJe= zoz78hINA@+hhclyF3)MFzVRune~|yzK0oUJBfqB{iyyBmO1&|;@)*_=Sf4PQS89Vn z|8YLLuCH*hIb@UE5^C>yZsz>z@}q|`hkBkljuKT z&}a0AgrPqA3&Iee_WZX#=oiM*to$VTgBzL7(TUBS;r=0x|Hg+?pPcIZs8*7^a-}Vm z8k@af{=o6%%Emp~vt&7spK`z5)bVe+2ljyehGBMpfnl~^pVv8|n|;M=kPqr--pt9@ z-y9q)|Apo^h948Z@^vd)1cHH}Z>Ycd`=T8BPaFySM13O6^YJ%3PM(?^{+O>{Z!S&9 zDgQ12{$TxE10UIbx_uY+%L$LnY_iDQ2K+?%+#a^OLsR~7*uOx2+#bJTTUIBHcJD|& zx1FZWv`#z+{KfU=ZP#O#7o%5!f5Q2lVRk--FwADy-|dC{++zF-VEk0Sbo_}21AKV= zb7xrQhaoZ*kPkuoCJg6Yk^gtLthare?tAd zt6Vtf*neSwkzaS`sD!Nwkb?dQZ#h%qzg+x(z(`+VCta;&6R&Z7Db$N7jy>0h$Mc23 z4^kgbJ_YTWNc5L5k3Se@>y^R-t#3x!Tf%x4=`DPjAHMGKV9*!BauR zt-Plup098`g^l^fW$G@lzC!-obNmr-LdAuz7a3;p(LJXwnmrv`pnV+QJ%7KQ89$QY zz7hI+!Z1Hmdx;Z{UH`it?q6Yl_Xx9m^u2fYX4b9x2J=0&hZy2_)R+54J8q5X+6DGA zFkej=@^#oBVOW3T_xG=;&K;;10{VpGe~_O0T4!A;_s5nkv6OdlQz#rsa@r{FT&g)<1_EKDty}It^B+&w@9Q?GdNB95gdv{A_Meujdze&CgZuf|UWr~~J2jiX zkdH?COB~$O)XJZ7eJ$BGZFI%RWneG(eaZ3qQ*(`9^LVr5_4>b8el7%mh4ef#`($Dg z84C7mO1v2sZaV zlMxF3630sz=s|re?JK>o^?`W50mn~Ro}HI1bsxH6?ke&B1>k(aa3QOoxAf}$81Z>- z%$JoShWtJHn=+Gz-Ni?nA-{RY*zt;QwMEPxd4+%Xl5qHdxn)xq=`3U7l_?Aw#?B)yl)%Y$WGyXbZSe}VPO50C1gnbH^ZyDeTu z<1Mes?KFJd9+;m{9Gok6`~;Ug6bgSclJ2{Cr%+nir+PYmz}fklz)lYY)6j41@YO{}AqYis&T_ z{HFFkuf1PT*J@Qt z<*Gdd{-J)=4jxkw(LDs{!|^lB_HSy#E#6dHE{FLJ{ZU9n+3*yA9HJ}~S^`Fg?-PhkAcF#Z3X zkkx1R$LqX=z08}fc>GbXkl1h}SPlFs#s~G=??3VT^#|5h$lv-Tm9E}zdvN=%KdNi( zb9Ec+*CK!FPndt%F>p2b2V8$J97OX?{T1gK!AA`sUPO5`C`398IrR$SGi<+M_|}k* zN#TkqG~R{-=a~rS@v7x>uG-fzU@TWrniYOKI8{s@Hfc6?+tfi>Q|44cn`mC(g`~B z>U<%L7vojJ;6L&ErrE(4=531qAD)-A`&W1%j0gGCl;`|-SATuz59w`s5Fx@HK(JpbZ?+sVZg&LiZ@0lPzYslG4)G!4AG@oiyC)6;|A6!nhW&f={|vM9 z{e-!{VCC#S&5sN>wY`en`FnPR`FgcE!EnN*h)vKx#!JmVb`QVlD*iutw4a{~?%DKS ze-ZeP`bQY#iTonmemRYgVHSV=6v=A(wus-u#rA(@*LWSAR}J$AeUF&OYg7*ML4N%F zC0Bjm<06Q!F`v&cTc7@#JnWwD$RePrur~NM3anK)*_s{(J@}nYSzTP3s*9U*x13#~mna|_rKWpXO2d=vg z{u<{ahOKG*gkk>y?d4CSo69-n0l*)$$Clv-?xY2b0{I}nS|;w*&eWO(`i$or34=Xi z`>dS)pIk^7><8yZ!Z6>qZErX6rzOm^)h|I8-hV-UwLCJ;wjKNe#*g&1G`ub@&@zMZ zqCT`VwYxgtRHPi+&-<$!I57ObVIV*BH-teykbi_he^CDkw|hnH|LqeuXy}u{U{Bcp z-=V_${Z+*O7e;ver@9n<@q1f1-oJA{=r!gZh4-VV{qjRk2NY$1{-S;UeJ34JzNI^- zw{@I>#s1}QVYM%&tmp3lIqv@ z#vJ)0%>Ee$`<3vMVesD){)nXFmK&y6e*k$(<{O4#JZ&)Se@NyFRu11w{1w9xPfNxx zlFB{c>K7pe??Dj$@={}4uS94M`)fb?_V5X##Q)cV+h#@S+o12*K4CVWi)1giSbtBQ z#rZ4S-0MfPRxZ$k@*)iD6N$cx2($TGBsWhjcgL#~sE_=R+d28u5SuL3UnD>Iv9%*p zzZ*k5CGoE!d6xjc-5&fB>iSj+N#BE_`Mz1O=)fj`Fn6fYj0n*R9}*h?D> z{iD7s-d6h9=qu#%_)vMVSnhJ*#1O>S$ru{ z_W4@nP?Q1rM9F-|u$(W+S9!yy=1%QQpnn{Xa(v>clCmhN4(-NB+EYGg*Dp;|yx!{f zFJ|$Dh|0k~(f3t3!RZO@!5^VKRK4cbKlnOFF^%EdGjyhPpUdJMk!tn!rB}8N2l=4B zsn-9uMIE!OP2H{^hx&RFdOA(Jx1m)njK$-kPBs-C_IJos{y_T0 zFvUxvPU{1^dQ9{X~1w{CcpP+CVSvuL!gJiHKqP{~(cOi$hkK_BvRv zOY&=?Zj*j+7AJsyqdqbGhWghYq1k<(vNFg6 z<)dvTo%+MI7%+Wr*Q@EFRyJGjh_vVTJv;HWBAkbjtoKFQ8;5(|?0kpIgD^V}B+@>2 z-Pcre4cHs%qxO~l@5XKjfcXRMpD^Sru|J*u!(A3zb%uN;(yN?voE3i6V~Ya+t1 zo~H8R!uK0Ti0{MdOZcNV!mdl-J)gn;aXflvEy~kfenUPD<*DcJaKX4CogkjW{`J=9 zOii{+lo==2)Ki{tCLV~&#M|B-dw zaXo+EUwcRyp(vC}$ZnWX$f#6GQi>8PDh;V5dcTdL6hc;rjAUk%C?i>AR%oCU5~9o` zzw>^dbML3VzxRL7$6e>1b=0J?c4QfT@LaW z-zQ-0;l366W2z7Kit-`M;(LKs&#vd&E$RjFJIY%t;?T51#~WbvMf$YPD!2uGNoC&$ z2>SM3qo$T6`ko8t-?#VneZ^Tn!G2M`gu#AL|NG8by3J%w7qI_XVtNTfzGYNv4D%J| zM+8(3{UQHZ`&gofVJ82+H>(pD`22wL6QsBA{a?x5R_^5frf*5nF(ZpPKo8m%VbCA( z{ZIj6$VVW5bPPfwLKHi|`@}du-Scl{j;HPdeqy{qn4LEZ7^Zx=KyO@DNte29u>VGW z=-E7Xm9R*L{SV>vZU&)dW!zut)y%0gH0-TZOZ4kC{;gg!M-ljgx!=Rv(Kl1dz~3N$2=o0xzrVk{<-X?u zzi~W$#paR&0e@jV#{Tq;)tjrDkHUMp$RGXbAKdcJy=3nj3-qm$4ivu;y|;to5e9kU zc>41iVqNo}L;sm#c{6NB@fTr`SHCvpyJ`Q!>dzs2CJf`X>7V5%1gt(=kMy_ewRFs> z;_A=<|FOP7`iBa&<^u4a;`0vyVThNE#PcN#@ecYoR-ev$ zS$){AB7dnI-n&Km2DPvC%$D5@{u}p;gGP<4KG69T%(tt!f5M=DsK2b-isBK5>HejF zFuU&~7*r5x`E}tpm>=5Xpywfveyj_G^{ox&@!MdjPdhK39tHjr^=C-C*RQ>lU-I>1 z$VjVkm;M>U_ln~4JHe0%I<^6`MEAXrUqc?OHX1bQGVIULUWWeb6j0}_2>Ty>@q7rg ze4T)m)AwS6VZkGYPgGZi_nvY5VR7GQC0~02_Ko&3+*){N-a$K94{*HU?%BF__4hjr zqVm5mfsQ>McR~% zTsxWTuhE8TJ^dzrUru0jF=CbW2MeGNM&t$jC{RKLU zA)dkU33L9B)PB%=DUU9 zJnP&P@SDdwqrcBr)KAHP`+;aL4Ab|30>XU%JEo(}bNPOwz+Yi~!f>9_2D5ydfYqn_ z`GPT8uJwUO)`7gy-w_6Rqx}#D`U#sT%sk-H2=c@EjzP@c6A+BCbUan;JNm!z9g@Z> zyPt>mKXCqI+=ETWdG_P+%$SvX*9LtxgY}lmlT_D7IL(9g0Od0#YohmwDMHu}(s;Q> zr*pLufnR9vV-U0VWdwv_zUUvu&hfrg7qweUH#_xyy9ga74kL}-1X7K+5 z6Kll&j&KK^fw$XW1MOq2u~J$$%QpCp>ex28P8t0P^`~-DVN&bz4yWXsT4QA&>9eh| zlDDL78?4{%T5AmZ`NeJU5z4o)`Sij2lma#%U;I9k<9F@)v}s>Y`zzMoo%|c4|1{|n zVP!AIzv9jphD^=|e~SDbCzW$8VV^bl8)TU^_o%<-Z!4s0`+>j5e9bt-us$Gv8GcIiG0g1Ebn2@sTkB84`iJo@VX$}H zzcc)l=FjRolfPl*M~EKNT~3ikzmC9tWNJ^iGsU;8yc@*_guy=|KUldQ@y|4Cm)3#) zc|2c081f@%zvCxg?=oX<2Uss{#PVYJB(2Zmz2BCOSo4ql-@0IY?55^|rWCl3F&*n8 zhVvHW-vqPEMU5-B!+6Nw3D!0Gi)Y>fexN-O27iG2ZHC>6e!}3Nk-iB&Z--geN`d?d z-;p$ntR4gM#r0qUVpxyS-pqQsqz#EMg!~6#?fiq09)<81D5wu+eVZePo8IUAFiY~Z zn6Nb;=o8<65fBFYQ2vDBJb>CiReLZiFcs__=`kyDX-dX%cl8;)!ejCRl4Ea>--(po@WS*WD@r`JsHL#0QxU89fd7f%Z%o_=)@@ z4Eq~upK4~IqwtHLA51|E`%7F82*Z6gYw|ur~kZBP>%gun@x>2I~oPwb0dEl&LVoO<1ds{daA>GGsOBu7{*`Q8iW5H z(*~=y8{Ha1yw$%Art?Sv^#}4m`m7>{+x56XGkP@BPw`ju%(4^IO3TZQb?$^`i3_ ztUu%S)rwnJM#B72A7}hL^S?rFj@I`g^-GFUo$Iro;acWB&}(|6d4Z_C7l5wcdEpPt-5M;Lp*X zW)8hy-}S}@_J%^2G}=_H*;yk&q~co*dI}Q#O!{MfXZP$ zNYBjN{W6w1>L72V-@f06+`%5%%Jkluz`lRjw~T~%_WrWKe!R<$k_^%JIhb#-w|l5K zV@D>u=ZyW?2T3?qo3H2gYhP}!t9x_-%m>RIgxSs;#(2T|3&?+m8z1Fn-MIzlKW(sV zCF#ekX|ujwd@uUG4(Xd!wy-H|P%XU2jrQdzCsF+Q^BHchj-&6nYjzm{`DGl>(dK&U zz7o;@r(t|SSpEg+i(`SH#A8z#tZ&%=Y?mzmUn}(BJP_$|QZRqx6_yY2HO|+`B<|j5 z$sU~lPSyu>50*^@`^E8`=E|&}+G`5rTTq@((YIz~FG+&_P=B0G%AC^m75#s!wpf1& z!}>(^shsWqsGP?KtbR3(H)l{)n%4+TIbD)BVURbDM;Q7?`WUVz{>|AoVb!N5Us?DI z9Wgy~u5Z=}ywDNs1Nq^6{M)88r$zZ0U2(Z{`pruY=PKa+brEbQAl&Xb@sluLpIwv$ z#y8<{1GXP=F%Q}}{oyd4e|O4JYUEk;CjQb_y1tVZ#PE+*QPtec)s4vOMck?-lF^mjz3TTd)7I@dY+$|ckSb^rb`Jypjr=6c;|GT6|HlRM z7c~xw6WW145Q^y`4D~U-BMkgN{>?x4Now)G$DBTf*?GeJdryq_jWvV)1Il}Twf~I% z`|m?MgzeqWj_VcqJdpbfkFf3ovrmZ5|B?S50?Y7%rEWYwvOqCv*7?{aa32lJ7u@rx zo~ot_>l^ML84jj+jxhLR9B)D4!$Ro_J;+BO_Ea#~_cJyF^a<(nH0#|obf!PV)7Zaf z#L-dPZ4Q9`5sq0fXU~K;FrK5BKc2^beo*PC3jd!((}dnVjhLVa1Rcx9UgkFsUWr}}{3pC`#t?mf70B<76VJyB zF~4u(bz#BApx_M1NA$&V!X8AQSKi}A^T(ay{?Xev>HCo+f3QdNpWd4{Px?_Z74|Q9 zUgUjb&5D2^Nsur4AHv|Tkw4xS4u-bVUdYcMy_@b_ow}kD`bU2F__p*oJ7x*+59|A^ zdwIa3vJUo3gfpAg43obH?a^MBys{YB_uUP!chvu-$~renJbuA_4UBh|>g>LA=AAX< zGmu`wKtKA!rMh0XZ_k1x#jzoc5?K8vI4)2e|--2+|Ji8zavqX3NOwA`^EnKYVTM6 zyzvhBiTonW?a#kc<;;QaxA6GT|HPV2Ze0%m#_{|gnr?sQ>CgKk%-3W8Kkk1`rmqA2 zL3t5|`p7?qgNZ+cL0%{iR(_uFvhH^0>vguleh~S)Y?gIWn(|ZV59wdFqOS3`{vhBN zm2X*B)F4sJk{aryop2^JF&$WSn zhsFBNFw5@|hW!lkGqCuPUd*G>Kp(C@gn7P#Fz5%)FG$znTFTi=Kp)Z{G$EsT&e|^Q zds{(JXwrbUJ(W5Prv8KSN6ZD4&pt@zsr|;^6<~QU5~h+Yd;F{muwh zKG*cT%G;yBKh(z%#N1v&QUgkLP5J`8$X~)>4>(^|&hEp7oLIf~vBg;Ue+b+!hh%Q= z-0y(sKBBgm|AfJRBE5w9`8li4&fi%%-8UA5Njdx6_`=r32-l|9FSeWU$`NlrMH(Itq-Ct*EQ$8U4$%l&8A@&mmueXIoi z=_KY?Sm?Tam#@v>=O1C^=c7OWD1!Yc=D)&z6#9KDe-89ud_tK0e~y4K&-a8IzdCOJ zTmsH}EX4gY%hgaDuy^^Y+0hxQYpw0nZacm+Pc2<7|P(;tc6!$o_I5Li5} zwY~`YjQy>0Nm_pRmq`Cn9;;&Jj*OKx<@uLY=a#QulWzd)9r^=?={|^legV!e zGOpJ_jRE}suLP0zPY(GhEC+ewerUC^{(?htXMldJzxtw+`rWyDu)bjbtMhd?tJGFO zJ_vD?p+bDiWl0qevLC{rFDP$T&g9R^+4)G6(Y@iZwn=Hq{|HpRH=?WR^Lr2vpnL_0p&ac&&@%GD z(DU;kzmNW!Fy!B`y|DB2<)f-Mb)fg?1j3q zKH9A@+z&v1&DuARKVki|`yzyu`VhT@;d?!#UpV^b!9U;iVErO`54tIT9Ad=dS7G6J zNxQys5TBy{uT>Aaom5Z+?*X8`tQ}FXeOpEo#EXOt9}gZ-8xHps2nQ7$?X%9Soh|jh z_Tucb)gwG0p26|g-dDG;TRuUK*(bwFto_%;YRM_e@P9@q@3nu%YDR1`kc}pJu9Nch zY1*R%`i=g5-S7hzFRyw)Jc8q|+gY`xuW2OYt5N^gpBOIaBKeW$%hsR%^KD1)c79)L z!+^t@-3^OC-?9CMl_C1^7UpnXhVtL=EpNR4lppfvs6U3;`FC{DfCtjmkNEl+{pab3 zK=)+e59&uu$G5eWiuK^naQ-p=y8f%3&dI%_{T5-!cj0)1dHyNpp-hrN4=cXk-55P@ z!19PD?jJYadD?6K?vKC^l;_5Z!#BOm7lS;Je;aF#%&4r&hWl%HA8}*dz_p6^0;OYV zzMIzE^SkzB8|2Heeypihqesww*@KiHV0a7lPZ<0y@{3_+&#|$SH+GIV2L6)zBh2Ed zIJMhFExSJge{jD^82FF$$63sYu<{iBUl_KJTl!u4ty~6=KjSty9NMC1!|zwcB_>Z< zJV91^4bc<#_VTd3uik;YQT}mte@^O^mq0v+{$R7rZ^uniyV(Dk2{tPl^wQoY+ApBI zHV-oO{v#a7{r%?fD<5vWO_FjTdN!Y`dvS2#6W~9t=Y%=^n|~X*o|2dg>kZD2F!#Ul zo%O@&x7bT|BKqP@hCDEPC(2hMKjSS*9uF9L9_DW%wtvEq-@y4We2@6WFw1um=Kei? zWzM!k!zFpXKmPKA8%w^|LOh7^3SoXeoS+zC9MkI|%m?|!FunILNHDPsbRJg&<;X9> zJpY<7AtmgNM>gzNk=}&)F}trAy@vQ4}78Q&68M#BCY;}wQkerk*Ci3R668*zCt z%<_#}CV#TJy)_K-aoGQsEx(N>zBC7V%*Fg74F0oiIm>6Ta&{kf>w=xuLkBg({c7}g z+Xh9Sz79_|I*~lKndoi`GJXc-D4%U}e0r({Z-)31^)peki%j)oYZxEP33rI#xM*eJ zF46rrUom}&nqmy=1;+D)A%BDZot3B1`b!x2i}4D>^gf<|)%PZSAl!leZ%~kEGIf~y ztJm!R0|eW10~43oi1N)y|Bg|UlI%J~@$)#sa2|^GxMRKlM?#OaJ_uM-e z=tp`P_NM(l!_0p&%=CpYy!S`rV}HOO8V@np5At)TeZZt=|5U;LQ6CAz`y5z*=c?d} z(CAQ!?GjhT{3Q(jQ>zW8{~H!iIoLPaFJZ7h)Mr+1NBm~}vHc7yXXoiV4-DGg!A$g? z1?D>lL;jZN`*V8cz?FyL{xa%U(#hQX?9bt#FL`462t&M*)EWbS6Ix@4&+z<(wXdUm z4PiJ>LHQ5{eQAUF{+rc*NA$7!>^=-(@K{Np!yr*TY>SZY(-F{ucOil=rU3zdy*|^M`yG%6qqC zb&y8k9Ei`6pS$NM*DW5C1M3grOAmdXu38HDE!3yoIl&2=gQ8$Rg!V!h;sKn`o~l>2 zS5zAye~)Vy*?>dn?ig*_{S~<-Dx>+p8@IHH|Az+i@5{OZzc!# zGxpt{!uP*~`T1<}=_w;m?bU&D)VJiC?X@eLUxI%6i1|kt{58spFu(7}uq4fw;m1UO z^4nAWpDkMr@i*!hVV;jl{!;n$VCO`*pNaJEzjd$3HdhMt3H5z{S!#)*)dk>}i&Ns7MrM|uu44qs|i zQxE!z@ejjG{s+_hFM{c>oHK_Bouot2kSzLPNI6HxyM^Zd}k zs=AU7Ti?U^oDTMfnCtJsTCctt8Y6f-mjV~C>u0&ccxWFf7N)m{SXqKUA0ci}80=H8 z4X&g9S^auiKUjTsp22V$=?lYby(Y}}uPN^BgeL3GOSAoAO30C&lBf5}ULboW4C@E- zJ7u-{;~6K*!9U=7PZ<0Y?k5Sue34&-A%B4S#4tM_NI7kB%dVRTtoJCtluFI4?fbsN zdVuys82knGhvm>8^6$_dt0>27(V*Yh{?PZ^Z?Bw42LF%w9KxXA*dHr@O8Unzy?-qr z4Elxoc363&+NaWm(poe=VUQn{-wTs5?SE2%wkbvI@J9*sc<1D>nJU?`5 z=KcuBukE<9aM9Wi}`As)s37h$judXP5MKae-FUw)BoWL&NPLr+ImCu z|I5h#vkpT7FFw1${mogoL!G}wHSqoY*^4&@HCCzv?pI zMema%&QQ9$;+W=jkRQ^Qv3HosigN&|f?rVZOh=5ag$5ovhC9%Uz7A{aUv65!6R{TpA!h zV}W%G=-VW5`%BMjDvO&6;e9&HcM^vGAH?{TFx*!_dm#+@%{G|5k0i)k|5@7I%?Q3n z!tn^he9#^<(}$@luIvxvBR?}w-t9Kb`6Ada`oGM})3bkH)B*oM?GZzKLiMkeFI)4V zFZj1LV)`=?bN@&f=%ewdem&7k<=h?^HlzNtB+S!-{_O+#;(E()ZCecU#r~-r;ydI= zmYUg!A%_xRKZpFxnt9RmvA-yvPvs5~ud8oPk&bD1QcQmqVvrx&D`AkAcI$FzFMc0F z!0NwgCw|Y5Vd;%zAFMsSm&M8o=_AEN#-tik%bSeIga?E%OS z`F}a=l2YDE6NsM>XG@*llc3gFZXnGsd-~74BcyNh{ZY2?lJ(eI>iqksD-ww-LVB$Q zeMWvk|JM+o!#9}Mpxe|hD}$I_y1D}i6w{_5bGEk-e`rJhM({*W-l4@1TL zBh0_QVCC%moG|y-R~HGs&yW2C`h)Yk>ZchI;a&v(5!cVF$2$rRX!U^pF+V^U{6F%K zFz74#W5WNhJ+lWYhx_lSPgip%jSs9@3i&M5Kf>HU=NL~kUoZduKfKIv(h=`&e1DUJ znEhX}ASeIBqHE8C;QkTHKj(u|xa0N=Nl%(zuJWMT7@a0q|B;`$Blk(GFPjDNn46e? zgdyL6^fAohh1_vpa(=r^RsKZrV(z#fBctJi9v_O23B!IA?SYjyP<+J7+4~OH)-SVr z7QF@di~jZc_?i@pzvo~*LjGU3esRw_@er&>IG^iwFArT#eg*z{v6x=M;18%imh<(9 z$|2sz`Lg;fe{p^0_#RW5Ci3;_dhnR;dS{NneKe|{tQ=tyqyqe*{xffv*PAA)v=Be9 zU%70!$gL-jr*62c9~FC8q#y~wX>sU_Z0a43D*z8|Izn)k4!@3A|8L` zN%wc{QTCMQpYsfNM6TM?Aj$SqdG=`+{Q4Nd`hfP8_wkpsrEWR*M|t&M$AsKi2l|Qh z-11+w+iX%itiOa;ZGF08?iRj3&hPdqvD|#3${3nYep*1tRF@D%7M~IZ`cOXkX&bd_ z`ga3);r#M*k1v^hcqZJx!Tn!;#o!6@0iyTPaDBc#*BPH%y&tYF#WdtkqK-bNVo8}~be z;r%k~kJV@Xr=V)wug$7IK;Foo!k$w;PkSf&|45uKVel_)Fz6T3L*=l4ZPT8|C#;;E zhZI^ilzoBM2a8#MC#Olt?@E$Qr1lRCZ|bZM`vd+9`+pGY>6(2b3ht|*e|m83zCn)- z*SNhBhWpSszlU18^mS&(bAR%1&<}I}ecPmxX?=e<=84Ci89iaWL-`X1exm*m=Jxim zI(WvkEAwDKjq-e?x!_)P(Ra8%f&2AG)4F)n+oS@&aQsI}cbY5B>xF z1z{K;+ZU;-E_;)w2=ropj4;?gj!zimf&3s0_Y(+D(mn9jIm^eDTuxo3YAW(aSf4QHyZC)$0V}to@t^y9hgC1o z=lq3;9JD;zz3A(kTCOraj05%gf}Q zd=<|9cYa@{FY_(ZF`4_zGS9Dda+?k*u=9qp7n35Sjyr*TvA?qK*ENbVj6hyUKVk46 zDF5=IccvDPO#pv|<>keOx)$^2$*}ul6$%e~|F|j%^q_yKaB}oIG`I_2PbwCc+T{$n z1pGw(u1E-*QM3Cf*bnMk#g+0ntJljxAJLu(L;Qf_RlMJKp`@GW`~>q`72hfvj>`Vv z^Lv@F^3Q^=mm&*Je)r9wgU3N_FVTu%t|_=RC!zrWP| z3p)dNez_7c?5Ad=_r};%$$D--W$jI?@oXJQaoTfl%sw!oI&)y z`=y*?SGolJ1JYkRz_9%HnPTW4^HsI!cMs=0UJvrc`Fxn5qZ1(gu)_ed*AG^A4mszH zh5QQohYv5BEL%#y@b_m3gFd5v)XBKNZipAX$4%IH(ANpwH!9zx@#`kmZaukwqihY) zPni3oI(L;pOItdDe?Wgxx4T;NlgD-_$N7JZSn9t1o;tiQfc<|=`}p;hb|UykftUqke{%=a~$=7$1>xI6so})c|O3GGzukFFV_hfh= zEB`vTtJCP)vZX}NrzY9Cv)x4hUybyBYH`-=yD3JxlD%i_~ zaQ$k~-MZo1q;e{dd%&fpaqW^6eoqzSHZyL~#?FsYzO+%!#i`>UQN(*Sd z4at|ybId++dK><|>TS_Eiv7Qapwa3<`y`_%{XO1B~woLw*GFovfVQzhLE7)E_Hn z=c7O3N0n|C=E8W?f42MHD(E-UgLNSv+q|}efIv%uUY5+{k&!b{#HjUFNWFu z;a{&q-K{-iV0}e-{qB`KYUBMDm=Dtb`$UUM_}#~lPZ%I>|GR$c&)U~RCE53Vzkf@{ z>~k9p@ig+gNh+@8&6Kx*aXwA@K?NO?w{Uu!Mixy!eWjY)Q`5+I1MUyL!`HW_qw8x` zhpmKo8TmyR;)OPtzlZfl>)nQry3U~QxW8ezj`Zn||A3+C69Ra=@yCC-uu9t;^a1Bf zSiX$r`)BR*nzFwsV4ui;!VoXuddbS!`u*pOn&9)yW|$w+_viK+rBLnrFdoW>FxUg~ zla=%KzkW|Q@h*b*L(%^?Pk!@4^5+k@AB^-hM?CQ9w5o~QPxD$Ovsht0@R!O7v-vc~ z<>)V<*>Uni89XZ|xS*Nfd>5=t!Yy?Xzh!)!ejN?b^sU=x%B@2AWX_fNRp z5ee~pSvjnC;`3aNQ*eLEFw9pRFLRuT`pz)RcQX7RJ(o=X+LTFwy@>fGl=O(7V(F_V zMfVYek_$hiC+}^B{WsDh>DQp@V`IVgyF$r4nbZ#NmH|J+{zxdbwQpk8j9Na2?*)5)uabhqW#T{Xuz9Im}1wKZLUCzpP(= zy8`PC^&eq7)Z)*6@DE6ztgwEfsp?iZFBjX3P&Qp7chFQ1=pXe_w)SgULhl@q7xG&! z;Czpfvg>7EQ8~j;sJ-0QSlPF7A+SG2{>bgUms{$%g4wfB?&$g;m&tD-zm4*eJ3Tig zZo?&@5673g)u`y-{TbJ1x%}TruRF9rz61%m03pM4{wP#jKjme=o1*=71JZf9bX{I$D=$613$69_KQMBRQ1(o_w9u3gB6eW&bP>`83n!e(|pC2aro=;){gE^L1yZ2v>uaH+~1&_~oyrOy4fWm|~ulOjKrOpQh; zz0iX58U^E@G8c0XOHRJXuYGw=bNkD!Tj;EiX@K?w=8pXoo>ld zK3}Lj)N4t~@ki|cjfBb$%B9&?yn#PBAHrPT%6?x~tarG4aIlV;-m zrjW4Gn*jx4`y<@JK*hZ^R!UK7ZiDL-#OEihJ-pXr-ljZFUVMJU%NI)fwJz_VBURlR zEBi>?YmJq>CDyjV`t2gyV0ZE#jQ&1tF`SM#+OxXFcnbO}*o!kE)`n$}GzB|xsB=~Qnr^}NWzaNj2fcx6W zKh=Pa9c8zQ^8Ywr)x;#pvBJF&kBamCLWY-MewAUC{}QV1eLnVI8GoNgs9LPJ+R^JG z@2{&z*s6+aqW220f5PC8QNDy>y+Zryn%B{yq)Bui5amS}?6VDq`J#Vh^>?!VusvTt zs2uhO)c@ap?-tdn@%X1}%Ze$-S1o|}8vR$dj_ZfLJ@^IaNB(p(vb9zV$pe3m?Yr4F zKWsSD3H%L}AHMhG>v%_~PvsvMnyQAc1A39)-3ZhFcMH|dyB<0k9RvKp`KZfHsqia{ z;qBFZ`i1=|Jr3~z(xV={^3Q>|RL~F92la?P1`3^HKt9;NdeR^Rx5*=bU$`C+2K`3< z5C(dX-|Ba(y$=u1=IgoopBE=bYP5jA$Nqbc7`)D|HVfWM#rgFdQ_`{E@Mp!t3{M%p zVso7w*dNZfXWWR3*KT}(^~+jp4-7N;5$5ZYM(4g!eHT4~@7s`G4UIynVVa`ChGFTyOJAk-*7`QcbqS1u3DJ~g|C zR|~m(HT~|`|5Fit|AG9`^zS)&YqBTgN0C0l@ct{>A7So~G%L@9ENZU+^Aq1k7c%^q z=q0Q$g62mU$mujE(jiT@S(0}!L*k|WLM<2-VB0YVct(~B&mjUPT;{1-VPuU{3 z`0c}B{YHPHWzud(kCaM~2hyW;XLn)47Y)!qvsQFjM> z$N6hdDSsC@Xb`kV{nehkph3!VJmhnzoG|6@gxcXNwe>f4;O%vcdrdcvKC8Hk=+POe znbjB^0^hHoJ?gkUo46-2ANYy=>lD4LT&D3_j`E{IU8V4g8%B2r{$hRIZd<3NMTyos zl!xw&Cx$oImcn?*Z(ZT7u1cq~fj@*#4E7jx#-8tobRSz(xnyg>|MTJcO&ILKPHb-s z>$jWG8bf@B>o+S;!+eR5VR!Q9gdsnK_RlcwcUgV#&qN>6!}1TT9P|zS5o@1L{AQTW z!-Tr;f;|qmR|5Y*{UPS|s{206?qanI@C)NZy%)D^7e-8k^%UcChWik`4AXnMLWb%6 zaE5^&$bY@Y-4#HBaY!}R?W z!+gDz`x4D!JF5{CUc>N{a}zgEcFv-N=0 zXXEvE3@qJ#ZW7D~?XQ1m`~DI+&T!t2@g&2{zcZXh{2&bXt!R8~&*P8&n*;W3vkry( z7AUU)cRo2DZJG`9?67MF|9s_ay%gBxb>6A}h}62JGsFz6%ld*H(J2ZpKJ zg1nJF!l3`?F9!ymyJLCfHebI8!+io8@5Hp0Ev0v0{Vtx~b^_%Krx$^7(!OTAmc@^*WQ9lj*A4u~`)O*AmtbhJN$-GQhV7yWcMy=A5wh_c2|NFV1(^LYJJ+)BdpUJ%z*k z>qn0DP6YlVy$sX$1HxeqhEJyGSaW)Z{WSj9qBnDXnw;dl1RC2Vnr z^EuSV5$zJqrx#uXdQpEyO!_(R;YwG~FVsK6P>%X;IMy$~p(GL36Qtkp)DgL|6OEw1 zh>f~r?E3dl)E|y-Bz*c=a@Jmnchue}v9Iasw_$Q!Sb1~w{C0H(@ZLSPH(n5QCi`=q zybkfxc=5f&#;Ft7_b)=ie7|qJEidq5;!N-d)V^?lk?^?{>^~5jbjqt7;UaqN59v2i zKX!fPf|I~s)DIKinv;RIMDOe1d`*rt{O!_5!1rGx7hcSG{@Iu3Lq|UNXjBRJC0Kkm zO6REQLc2)5evBH@H@0WmaVW=pFkv2_jyB0WBmb`y?oZ)*P8jG%{TV%TVOY{7(fKaY zJKEJLbM4A{&@Y_N=;eo-L+(j}zM%X@Cm5eK+AR7%#5P!g?I%ZH>G3Etb`JcXF_w>! zpZ-}*@QV9ShUt3_;n+|Ozt3(-KtIwmw)kCEbW?YT*N`5Dng1B4Hd(J@+G$SjxSlb7 zBOd(*{log>yf$bRWi0@GL3<<2zSk6v%dy;*vwJ>!4@PL}7B+C4i3#i%^u+#w;e8aJ z5(fLh`7liXSIXO4()g^L?XMWtp!u0DT6RHIcPq#j{XJn=Uon0r4Eq6$cUXPq4+uj( zfat;gAl`0+;XVY)&on++?T2+NoX-)im~iM!vjf*3(_imy*roeId$b>h>3*q@FvMrb z-|=>tH+O5=gTF<6BMkl;<0ZnNFBsnwhV=;dL##dB2M{uRp7p;rOTT#LVpxB0KI03! zMNe532Khg<7lxVrjsM^}ctK+w%&(7FeuP2aFg_gLFmuiO%>zK*IDa#R-qjBR0>EDk z7S}hsk#zQ|kG&GzXA=_U>xtRd%9u}|hbz!~gF^FeKfLahcjWm;^VJ8OwiO0|JduA4 zGyP_mzONNdv>7uaLSZ%cClhxHZ~T=K@e}Er)T!or{-mK`56JJy23v|&c1VMK1KP)A zL23I15vTb1$K*XV@zb|Pv;Qj-PTn7*awk#<_Dk&#MSt@d^O^nsh;Z_m58pQ&QUv=! z|2z59)ypQaid_DLVLoU-7M5R?Hixc<^%v)7;ZYGgttO4{A1z)Q7R?A1eLslwS=5g+ z%yKZ1m`L-PvMqh7=Ni#_4Jgkk+m#bWT57|3i2iWOuen?PWpC#5ow{oJfejBoLHvvL z8K&>cg;Q&%&W*Yt&Hd}N{*k?&1c~ysNZ+*MX9Axl&gJ{1>EXSPZaCVT_di|O`S|S% zr=h<1exQ(H`ksMdupiX7>4{eDb(g=B>P-Bceq5>h{g`tHduIhQ-(L`C47A4RC*S3H%H4$LjC9)U;kB!GEB?Aq@6{ z@u9WFw~oD3njkvG`ZJE5x;g!m5cCt{1DjbH8+O{%!}&Jqt4*Qf*j`b_&>s0^^LB)a zf`laBuiMJ?*P6RBh24)3+Qv+HzA67Z+%LrbY`+I~f96{Y^-n+2vRG;B? zM8AVm$59`SKZ5lM`*(143|>6lALNhyJ3LHqG+!_V{3*)A;rBDc$LAKv)A#VgSzTkQ zUL9Plc%I5W4WmLJe}w*I zHe!emQ2%G=YHck)Ejmvp{ItW^F`ve9`kZ<^dhspPh})A>zdF^?4yhnd%ttxR2wgGf z!9N~9In55Vx)rzz{1?ubFz7$(m(zWP_bl5blch>11Wo$k{+MD!^Fwe(2 zFN)RPpd^wP%GWu-ZqxO#uV8*h#QIAZ)(brUAq@6L<70h(KEc{=BLC_vOjwpa=qL1t z@^j8jFLwVoMdhTNFZNH^L*jXB4D0#9))?f!sWk@wysR~b{Ab(#g7LiwA&m$Aj_9ZH z*m}>(*?B)<_Wgj+rCYG)BY!zA9~Zq;9l7_jL7z~*E@xh+PU^9W=O0|krhD4XS_t+{ z<%C&2f3EG{z2oNjNwWBS?t-k;?m@5M{utJuyGFsaRQosN_fTKwZrE74=t(-r7wviO zsmJQUDnareiT{K_9;m;r{s+(b8>K=%0^7Up@*83BA_3%!`sbQ{s;FDI9_Sa!n=tf` zts>B5bbSVj*h{{!=nFRM*W*FH8y;_ z-xr_<`zI_--xmno`_0`vzqyX#e!{0MV@=y9rANB_Jz z`#%Ap$9b<{_5wy_S`j ze}rWpQ+!Dn;tAv@tN)bNBZiBq|HZw}og355m#?Q@{xhbgXvly+#_<^bK>YJc`rTuR zgS7NUvN!KY$+){0>m_E$#fj-*csrf<5{7)CPU~{u2lAWBA--vg>H7&GYwt?>$}ruJ zV&xJ$i9S}&?t`%YS$>dVb{^-weTDI@Ki;7KXm38loZjyIy@1DqgyjwszkFu@2|j<( zR<;+>vqaxv$m)l`z~7)f5$5M1O9q%6PW)FVv6MJ`urng-lQ zMg8=(*qW5^_7>y^u)go?g)#lso>5})fbZewht%^#_m|MVeDA9z9^X5f+q<96_nqDS zoWMU|dq2Y)?^9aL`1zQh%ecQ2n_lz$s9)L3?OuMB;Lp+i{L1T>@7}Ki{sjFqVaOk& zy)sPyS1)AsegCIDeNQL!@2%cv%)D+8PfZf*7h#w`>Kntcw0`?vY@h9KFM1yy?aRM5 zC}f<^IanXjUoy=0|Nb8u)&D#+;PUWqUS~bV;|$;bENlO;=I`3BfYE<0(;YVJigiCF zX8+3!JC&R2xI%sq`Oh%hZ!CNHOnuU#0N^*q^Mtv7TUNXNRJR+>AYa_?2I#do7@H3S zjQk9kpPsd|_9O5ga!1VTRL4UJTQFQ^J7MKHD2@#smM69|1=uJj|GP zh5O%t(<`mat~`Nwl*S{>@(TesHhLVm+!g3YeF!KFFFbHT!1qIeUC-a1Zl47A>#_g9 zL2)~Bv(!YuRKM?&@@GjlaTFExxztNt9^GoNAkFS9BNL#EQ!G)WxJAXb2@e;NF8Isps z?*-gX$Nra(%Ttd`cHsM&<#u^Veqr`tKPcbjk)N*HWrl-2pgfoF)rsC5xF5#H{+53@ zm2ll`a&4^h4in``l-9;O(xg(70cc^ zIQQ(p^V=)de8@T0{}J?$`FVz)lKreGeDHhd7ZZhEMBj?4;TfMT9AP~4@1gCigO0R} z2Y#V{Aq@T#=Nme_+tAAON4S3p9Y1R0%T1#DD>%QH}ezKei9+)HAqb?^>{b!uymA)sANd`Q80f+HBfO^X zyVJGZc|L|=mXBI#+p@R+8cV2;{2&bR9rnL6_H~1d^I~|v0>@u@VM(pciqo*ZQu)`( z&ijikA-YF?MOY8mS913SyT2`r*ce*(HQ^AvUy1vzh`4Nx(#0;|?`DYk!|-#m$B0|2 zZ#9=B!+r$miTIh|V6c4=(2wJ-QqkLZ_JKRd59hneXa4UuF~{J%9P2ZD^ndVWRzG#o zwDCuhU_XrXMrv*z&__4|;w#+W6NdjY#Qr149@CV5DFgTC3D32Bd^Aq=&?nwNi`Bu#WQ~--7nCTDyF)!U{{ieyzTDGI+Cd z31BQ=Bawe>Oz}?eKiD6`3y2?U`mLUH?xyH_Y?KdSkRP>ox}K-Da4GN)$6w>}{8eM- zTka2{MmpTO-|r^)UtF&Vv-cf@ghBtXebl@s9prB}DrV96Q3qE%GEL9n{D`{ad!p`v z2e)s+u%ANu2m?K+pHUCPBJ9&e@7*Im1w%Vb@8xs_zBfaCAq@Tj=TBIX<&OjlF6%k% z(1d&t(l5L-t}4&Ik;mu4pR=Bh)?ESiog>yahU=(*!ra~ogT3N>*LDl3&A1uF&rjDn zsF<7R>p*?f$F-4{ir4;-0ez?X>2irqDPv(i$p5vs46|qCjf3{$?>B^Nn~I+{AGQMi zpuQ3YdqV%i%ISS8;kpqzQ9q>Z*#B({*WD@jlbRn2`)eGZVYYu;_c=^pp&$q2WBGcO zJo%?;N!(u74|J$-EmHZf+{iFb_2(j>AM*k05ktI(@e5(T9J3J)rpHEf9VDD21H+1yAd1;3;-yd%1EOU0lQ$NmM!jS(%`ZkQZ*Y)5KkFWFOK|=8CdY4;!HfqYp7UX2*dYHsE>rfU$&{w<0Dqi{6|cHrjJSXXuh8y z4E)6T#hWU8ZAJfN;15=aU$6SZ?3dduZ#RnTb z&z89fuR?r@;}PccZ4^{>nOJ2E^F@AcT0PvaAbth-C&FdV5_8gDK|F@?iS5`WY2&-G zlJxzQkYRfNQ5dH%VRe`8{U9E~@d$%HAbkuo{}rcj(tp0kKkmQc6#ai4H1wXO@ft-DXPrC1{t@R(7|uhm zeSFyGbWO8x*R=x{FN!zXTl(_?QO6set#^aa@eogw=Re5<(SqO*2__?G0>0a zbF953(aXl8_aj*Ua32uozs)xzq)z7ooX->9^YqH)H#VT(gs&+W9FjZ$`rQG?Lk#Uv zU$+rv_y4v%^0ey}C3=4d+b0^m`q?dC3eK}pUlPqdlZ$-(;C?r@PxNb&OKzxx{&78E znBJ=u66X0w!u&jTyP-_~#uuBxU*r8f!r%|A#PqWA;CB65W3X?uhwUz}%Y&p>f_#u3 z!jP}P^=SKi{fe%g48dRG`nCOhY*obRsi1GV*dJopKjQf_mBV|AIN$9pDtaqoF7tc= zVW1EB!^#=IcBsyFJhaA9VH36A5gD5L)4~AaN$hXOvqI0IN;4qdL%h@P?Ay3&_3S-9 z;m$2D`x_5f&-1-IlgxrkkIVr6;(Q46cx2~|x(Vu1SK<9a^xsKc7D;|8xB~Z)k-nsD z2RfBjTY|sbB%UwB>^^zY$&#*zmTSU(8vPAn;8zk<>%O@u(1ZI+hOu5honEO-03NMMjyMA~SEIE3Le{aFCJsXe8 zS^T-%(=>ebrf=Xs(SPm!;yVAvu8I7<*d8_Mi0?1#fS)+OJ?VS587|lh@~HTa^_M*t z8Gydnh~-TfzMscVQ!xc z)AzMPR-f(fSUK}&`*cTdPChIR=lRHwea@lzVV-W_ACSNM+#A*uo=KHp=jr?Y)UFz> zX~XY369#{Z{763Qb5ipC7s!845%YsEe6NH3?VqwwIZNp<+>b>6u>XNBE z1NO!x!PlYyBYzHT8GHT4HB0!O9r=0iczLIq7#Hc!BwxZHPwf9--po(ADx&|NMVvAq zINoiW5BLwX=ak_MYK7&|uz$h%rg&}|>b&J5tRILEb*zbSx}OZ=qdgze46r>?CeoKc z@q7q_eWHIS4CgV_9_zFB>x5Je{p0)&xgG6X+xIH0mt(O%#GpSoUn&RssQzvhU+K$A zVBg5ELm55c4?Pu?-bnPv_J~0r!dqj|2fx-B?00G#e4f@r)}J@!hX{kd4QyQ>);Fy- zIF0VJviiP^exirPJ5;V>$oPrnu>TEkudJVnr5AiqpKfkx`+PXwG1;K3l&i)N zZ=(Jk>)kKIakne?pU1R^>y=uTga5?-kEQmHEWSHX#*@ZBR-3uxwZ=51O49G+o%ill zmHx!rANS~Clf8EZkGGFkD&_W->o5C+#y|eibGo_lN6;6f=lFM*$hULXKz;OwY11rb zmHrzD-?QU<(`;Ao+S+rn^g)UzPMEYm+k8Goc0QG#7nUp7e=^MS6DKaH_Sf2YB)6Sf97vzQU=XvSV?VJr3L;fH4ALpmO zD>kq?&h7Pll=_zBfh)Ou&%cv1czE$LVC&6T6Wz!g^zdXzN+;PDQ~$F;$NnULdw+$GvFVtH-tgo(EqSyb)q~W(7}bS#U-Y{7=8u81xI}L*<|!I9}FSN6C_v1K|I5P=5*Y z{cTp>X(#8g#=2eMdvfH@Wi=C*CZ87e-l>pb zH{!=-VffE63q|h@A%8Ewl}Nv+Gz$j7~azs!+8JKsK8`>w8^ZWC+w=8x1 zqWlly0kognPqhCeZ#%)~dq>HmgW>y9C`bO@(Y|E4;rn5b7xs5&!m(fKF=}u=j^p2n zPN-@2S`7DnaeTrO8yLPn<$#2O0oXVC$2*AO{Y>h=aL=8F)IN|8M0wn`@NyUvwhz`9 z?Cknw~{8zz+=RE`E8u|AM zh3Q9@6;_(V|9@luh2_h0mj%o6__(lk?7BgATcAG5yRdQcq~2~mz)zg-1FQL?P1Q$$ ze)kc}n=tST?Vm85r=k2=Ia_}oe45;|ugyP@AI9$whs)$_^_Nkh|K}7wv~749wecDF zZ*2c?MW~9B%vARNoA6l5yGA5V`9 zQutE^{tnki!u&ohVTfO_Jz=R+9c z9n9|%=KE`g>AhFs6T7eLwYrXf5i4h!);7@FFOh6r>Or7)B8ulqJ=>{$L=4lvXbUobn30@xgd3TKNa<% z=xY6t-hFz)_a76){2~nT0s2#h+5HDre-zD^Fyw=fA4O&1*J`vH`2Cb(!`hxv8DC-k zD8J&6p=JuQ`=vA_SBS@Bc!%WV)>yI(cChdhQaSMZX=@DnzPvRC`?6?*?P$KN|5xNs z7=G549$4>?pT!sT0|Qo@f_@->2)AEI^JC>Kzg41av|2H{0pw#M9>1i|^%u$03c+8X z|7CbF^X_`u?%0?;4SmuGq@jZyo%^ZWON!TyoHXKwLN=j*J3 z`QrNdY>k%0zsK4TuVee?%8z53_w3;7EnyxHKR51U<`mNi`FQjnFAk1Bek|cN`+rGc z=|HzncOyjaWrm99Lm1Yx39T{ohvQQ@?4QuSSbcVXn)S!l>(bysadm@c!+1FV((oC3 z<=2YNcl5D;#IQeTQx5m(P=87fzewI|6wLi^Y1u2+q+1i%`=7$n4|CiH%P7dEv--^% z`?@!Z&P#E=WpN+V9__ym{F^5pk1+7xv<)sGezNl7wixsg<9pU0i@(aYs79AA%7Aj* zf0f-%l%C{1J^; z{Zu1hpcnsspaL;pFJCI(*7jVS2J0EpOPJp;Aq?`v^@f$R`!_E?EU#`HE63&kO6%%G z-=k?TU*!KQyM)Xg_Wj|$B+~QhN6(9I)pWrA5m&A`U_GGcH&`D~K9$LHZY}6I4EU)d zoJ0G;=C5l@ zpB}N_p#}2C@jj?k6?)m)z<7iwNUzPG;m^Mx`QY{S!L)hL;Cm31_lH%VyF_ix;_=9b zCs(`QuqfsCk?Tec8P&u2K8%O@MVQa8?q>VYz)EO6ragO9r79NK9w z2Yo<#KF%l}n;P>K^atnjae0%J#_KD5zJ&RH`}6D^@1uza!5*>w=Q5>`i39d>d;a|9 z(@Xar$v{7qH|(gm;U^3IVSH1cqOnZpm<_Z?`o1WBlh>#)fc^R;F+T~ze228gVDI=n zKdbLU_bVB0B!5a6)+3Y$VHgkhJFI>a(L)&Wb*N8Yx+eci%3TfjH_(5636qg1-)YSA zVGOhT0AFsD$6E~T4f4SGerfE#KED16(2Mi?s$;J6YIZ%`Pr~xA;X`^&U4IbP11c{X zWZr&&6YwADYfuce4V$0M{e44W!822x9PmFV?}pDleHR=nfcuhE|Cf1zU6`Bva9W=l z5CgraPlWmT9xG?(OO0-^FOJ1)g8kusnK0NJ#y^BXpOHU=A-+I;Y4pE5E9vHXh!=5w zjbZ+ACD-#}zW;Ch98;qCviE=ZM{cP_LM-qP>HpTbX!G|z{=grM_rLYb zKJ|ZGU3Xl~-~X?qJrp4sMIvNnC6SEmkc1M+tc1wND&$^-kP$K(WRoN^63VLVy+=lf z60-Aq-urr;^W}H{dp^#2pYuAeeO~9>_xt#8H=Oryd+qqouXJ00|1|#Rr4FyQKdyj$ zhTHe_-xxJMU5meWwBYl;&RulM9zY+d{mV?}mwV4$Mz%`){c>vKj^yM*$cJ#5;Wv-3 zE*BBMDE>1BKS)0qi}&F!5dB5{vaIH#y^$q1kbhDAhcWn3U#;JaF&^ayj8T80{7m$Z zdnEt= zEo@Ym9VIWYexmnV_=oL_%jQ5|X}oVsVon6iABy{+R8RP}{>_8l&l(s!;`Z4I^ML2wY1#i7M{xZ6wcg*`IV1}Fp!NTXU;d(O(`|Gef(+HT0kGpQyyG?rX!r zKU)8v!r!+RHJS-~qv!vWO_^YGNE`W=nm&BEtH7=rKK}NQ{HsFa@q$>lYgyordOZrw zRFCRWUX9^z)#EEPPn)i^+7t!*XZ&r{nrUOog?toRHT}DGx_BP+spnH@DT=iFwOA+W zEs6?myKB^W^;yVUV8~CcUy2IugRed5m?8X$z`{RD%=e)c6~5oNJZ@YZ_^;-dz~Xx} z3hg9!oeS}vpiiC83XJ?$%^!iGA4ISAndSv;eyQGfdQN5U3dR`U?{AFwpx$qYcIc1V z9t8gX;|YJMsOaE2zx81^AwNaMVP`bA?^Hm))bUoK z^g5<3FK*`t{h;ymc6FO^aPT3>gZRrB`)zJNHYl^s^VQftkv{0%jeEX7H_PxP*|S2w zmg|@wma#bRApYvNId8saoGtX3^iN>EAERK5`WB7H82dGTzHfssJHD5IUVfgi7Qatl zp-)(xzez0kso$^L_~*-8N&XwG9-9(8_BZsK)?;w3)|&~FhUgSgyi^!G&{IxYw+;SN z?Vl8e23KY^+1^6hhvAkfKgwqP68=?Tc*bt7(W@CEUs4!;vdZbMqdH$Fc?vA%GyJm3 zV#v5~=ohV*u^i9HXi85{3k|fZ>vamoh({zp(a!%b67A3zn$HNHYF~#_*dH-&{$r@k z9AB-UJfD$Qg2lD@u87yPexupv{SJOwiT*^7(YN+my&E(Dru7@U-nHG*>kRaV^qn#2 zqw$T;PD{yIs*n0iE495CUkgqC9pd%B=YN>%tq7@(e3s@jX%%{Z_T$TP{iZqrL2YhZ ziTI;1wXyAxeX1$)6`J34)}Be4POADR>9^^YEz6z#Y{dDI!t~ylDz{8`VEr_HrSz@i ziq8B7R;cM=4E<2&OA3MceU$=>{foq##dsMn*K}(01^goZRJu`hVE3TP@K1!zwAK`L zF?a(^^P7$C;*xf(DdIWlui5IHdgcQbfgbh$jTB}%BV#8&yM*T*{y@jDttub6qNblQ{J-zt z82X^zKPW{1;XIz`f8+mQj^DCB$4iNyuso{Pe$k_u!zP>`kUmwd_sn(P&&M*JRn1=F z);sbC{8@XVhcM_<=XVNjN46c~1uny5W z+jZ<2*XVG5c396#IGM)zx-LrxUbMa%`cmbtXmN- zYcL>@o+81sAngOixw+#k=Y^H&99@SpTSjOW7i z*7azcs8lJ6pTTi`aZ3|uxH8#xLw8<#wPrKJw@GB!G5EI`^$J+_ne>Gx1^sY ziNxq_gDa(s7@)hEr zXy^Oo3dT5JCjF{6tL-7%9@|#k8xHMuQRZ{DORk)_ux_Z> zPbqA78kHT(JOF=4{I$IoHYqbB1o5W1ntsL@pZLod`bz$iG4zMlBcA8`;|hU!KPRxL z-zw^#vN>??-5dNLl;*Gh!`-d>+zF}YE@1SiV=uiAjfQ>@zZhda(jWWO=s&UjHp1R${fz_qyJgRE0Dnoojic{< ztI?>gs23<0i+Y5j$@seY^D8Vt{HO64V?RdzqRI4L4tG1L;vuc4$?})+Iyoc2A6h?S z%t!vA$>9XUUKTN;-lu4CuIbKz;VVEd(c@s)x>~)3mg0O;!C3B>94fUjYn$$)--Pae zDHtO@)A$YpUe7w;%oXEPJ}fZ5FHhl+?5RKey6SuB)W50jQVn}+cjO0zn?*UTuh?Q3 z>gkMcpZff&#Y6Ci*3;~*$5*GVs{8EJ-n`b)MS7o&MSWb+yj52IC~Ys$OY&~M!{Ty_ zXR7-})W5|_?JwtVdtpC8{1f;s%d=%OpS4H#-UdHOzAaln82o(j1@MEOXAJ+w__E%( z!ggu;gSo%s@=BJy+cm}g3DO6Fx!$R8d^BoB%``vgCq3`@WbFyPE=^#sL=R)EkMxBx z?3?5(`iuOUG2##T2gmPeb&n3%hw~rO7sl|f#6QO3{=0%P{41@ul|^Okm{ljV`Tqin zR#qLZY+A5H-1in(yboE?s?CfumapQl9)5mw@Y9l)AE0l9TUV@f>ha3$;3uuOwePAO zeQYiMhsRXb`(hM<=Sg2$6Gpt{{#%Z=86Wynd#k_?e0&|+o`*hgdvU?b*)?j&dO({= z3tjg4(64pH(3+-;Yr^Id$vmnfDm}i|oTmp=-a) zxsTB?p5JNnpuif9hKut8h0_*mw+oAo8aIBEpNuyuU`HK$7!7X8)LkE ze`Dz9z`rr@xjruF!+96w58RIUO!^?`74b(r-<$n) zhqmtrHJ|SSeW(2jV?5uG=%IG_XUa#p9rYoyH-T62{*EzLOZ6$yF7#1gzK^QtFuL`& zVTT5QpX6UUlm%f7Ge*71ITEmmvQmdOHPt zxHa_l1i8Or4ErPd?zCj#@|c8;xZg(Wca1vH*Q~zk{eQ$S*FPVN%|3sJz0-W1^)9Wx za@JU!H!3=Rx>oL*(F5_0#&fH@ZuC*z1l;c+dvmLO_GU}VRGjy$R`Z83^p*5i;9>Os zA%*B)pke=af5?yYncKmC(jUf<5AoA&d|am|zDE)NiGH`3e(|g0_8@;GdApsxv+G3# zN9bcC8lN!uOa7PJp+A)03oPW#82*I(g}@@8=+f);h@NhaTgRPB8;N|A=IhpF^Vq`VN1&JF#TfpY4$X6M!h+3rKWGwglJs!<5DOvO#`bGN982Ux)>E&9nwZ2C<_``Vmw9UVFEc#!2 z(umZA76VbwCHi{pjBVy`QV#9@2WyM{Z?D%|U)=dLN5=2odm?+KxxYkxgZlSrq&qw$ z+e+rw0*m~x&z#@A78!Js@vP5=LlKImXQhAZvt{epW2t_ikL;n(6}!OL399o7qQ7tJ zT|+B`#6kZkA7Bi9r})Vj{3Cr5?R>vT(KoVHBkM(5Azz}m@79qA?j1OZ`?IuvV+?=8 z^F6l-9X#}w%%}Tx>%4iXt&RR6_80y9!jBeyRK1Uauhl2E=^$82CIx>aVBftgwpam1Mo& zGw{W8r&0ZJf1T*}oUNNb*?uVKA^+=ndzQ1`5Ho`W#)J0hCRlX{!+xFOA!GPw>dzSU z3!;BenMad1J@w&#NWNaKOAbxHsQSJt&Bqw}#qEQ&b38}(tsv@&Ucvsqipw8ky^YlJ zV~lz~jqf$9b!V6MJ54)P$f0(^Xea;6?VyMBQS^5a^HYCWKNtP^K8b=c>QPJ|^+$aA z7xVjAM1Ltiud|A6G5M+L#RvDNN&kj+ zo3PO=_B;Fw)pHp``)Iw4VK20Q5V#Nff5z}1L_cG3KCfUb?z1X}2Kf4Wz6!wk2hTq# zWo+*DlkiuhPeTbqpUIwvuKV%DaeWW?mvFUy4Bep9@llZKeW(2Vy(=F53wvRF(x+jm zSKKPZUx9z1_F)HidWAPg$N0pLVefsX%)UMW^(V4tANLcx`tDbKAB^$DIT?=|$ARDE zPkdIE-&<|-3-dEx)1p!D&}hT@Os~(;-pPw@Z9#rbW#!N#xfrI%{}`t{n|{7M)Na< zKG1sna(ZYTcT~L}pWAb5-}!jc0quJ!UIq3_`5t5O{w2l8ahFXRx37%&P5d7@Vbsu{7ka>-(D?;p=o`^1a1iH1 zqCdY+Pr(@ZD~~s`+nKe|owb(J~kMl>Sk1^lJQ;a<9*lGP2)%Pk% zKK`TP^p39HplibUnSaP6^Zwbj@I7j>cgC{5!5H)tKNuT}c;mlN)6Q;R4LonBmN(=7 zwZFLJ+ABIro>%%427hS0Q6}>>z6`wu{UHA@@B@xl0*iX6z@q*(s`6&{rk1N<9~9q4 z4VwP;Zr`7J2gLYD(UJ(iZz0;xA+A55|1`cHzmH;i#X|_+u+8ZdO{b z5&oX?VaC$_#-r>3m#6uc?oTi@b_z4{lFKN7SMjah~n(u%= z303o-F~;lh4<1F|*Hv&k_(A&-f%*TwqFv@YqFvNK1s3P`$Uh3q_n8#q+tgh(zwkcf zL;in!+>PH2;?E);J}s{20FKX}BV(DKGs zuovQYaH{j~Y8JhvKMH<$#M<2^Ql1|Ke>ZPEtLz^B&qnkFm*2kq$6SHeJN9*UWtK$2OG~dK4>uUCIig?BJOe}iyF0Jo1xxWjs44z|rdjs@`@_`Vm zYG(0!RR6!G`9hk{cwC`wJm{l*g0a-U5YO|PCbjhC`a&{uha8-;0QET1&q*^S2gaA46uKQ7OU%#=I`u!3L#+qw2C#vUTjQyPT-x%jFq)$_p zel!oYY=n9q>Hn0geIE`#v>y2>$uG20{b1$&_j13$82l!E3vJ{0CA93hJl_pf_*NmG`0^xVQ;__{^TOUmd#;%8 z$O5f>`+FOTd~EvKv>uzQ&64y^Pnmk^`=VNi=S2VX^l{da5jAB#JN^1V{Ty8r_*0_) zKWBw;X^QH;7V)34+#iW{;jbA>e=P7+o^M9yV>6yujMvE)ctJ^(iwE3556w5@^3oLr zRh}ZAQ+;Qqi@~)AoN4K={Jnz9D*Hr7Tz+yeKy7usmkHh;>c)vRP zWV5ku&Bo$r0?HPyoL*vg4 zyx9I*nHK(kO!*jN>`$qEp2f26BQI~p^W?AQ4Tyf6WT$#xBI(P#)pIMRMJOJV(Tl^%PIelB#iy*KN$NbqL*UyJpNG4}5ij~L7IO40wCp!ebGyS1-G zK)%GkNW$PZ$vg75_fX^5ZlIU)l?A394jQ$LM?ISKXF-D}QGR2mg1@AX3;bX1+4ORm z>;8C;Mmv_@!j(Jf{nB-WzvKRdQQso}&h3U}JpQ6;JKr`un1FgT$$yc} zl21d^Cu04K2kAN2xEhRlInlEy@J!b;?L)PCi1vc(Z}aU`_c`f4>*Bh$aqjyRkT2QS z;?Tt=F#)RoOVRU-&!%^1-TsU2Yu-;sb>H{=)%hIENAeN457W;W_p?dfQNi9fEY@er z_!9N@O~X2Ee^szxdst$3a&5EtBAl<&`WZvNNS_6+&h#u9b$aljeIAIXMBkEQL6u^z zPm=qUr3+$~4Q^?P_ZgGDE!}%Op`=n4?qhdT%bzjiZ%??mwBO`HD_K8UX0H|MzP?22 zD`V(0+2gWSjsg11%CzS*zm_du{YgBY zclP(Z`SSgRis(_%;kR!)BR+EbdjBEYKkWmaqvlUEVe$SCMf8P?=p*0f;r$!jzv$7( zQoEnH59dSu2_wH4^fyMnMgAa~+eJKFZW8q(aZ?b^$4LImJMNF@Hf#jy>!gp%ch~Iw zr92t+RC=DV%+~}K`)7gq`^$7P)bN4yON66o<%5>N6Bs8!;rk9f ztPg!5dsscrJor&yU(83(uO7Fsyqcw`sUq{}5Tc5P|hJRiI_%~Yb`m2?$hQ2RF{NVZSg<38;H&goi z^@U^S+HN}|^REpir>`BE*B9}f?0rL>WBJ*}^we)BDZdgCj%UI@9 zn^rnrIr4cv_(A$0a1hIL)9;GV)M_gY0KLTLOw}!j`tbVV-QJCV)Z)H8?}=aHHp%bVXz33H7XDvgem{{S z{_&A94Zgm_|Le5wa|6MacGM%^|PPe(pQ?MaCd ziyEh??!%IQPD)SB9)HFk{(|z~q*ppEyuB+UzSHwt2c+&z8C(c@X#TCsMn!ZPZ6MDB zw;AcY%J1F}<9Vv>fidz2$}a>K|Bu+#t)$h*Ui~m0#lLOt6T4ciSG_-!=3^}RyKQ9K zJN=Gb!Fb$G80#VZ;danV_P|*3Z`-D3Ii_=0$^3EK*Z0Y>hi1b6(Rj&GrOEeiX~91c zf0B1Ka=8)i2Tbx~jCjxOX`fOmPCBkNkp261jj;zKoL)kI$UYcj|4IDZUe)M&y}^@B zKJoKAwhVbYdDS+=KZ>V}W&L(X;r>>J!jl=r1~S9+71w`d6DbxbWUfrUQp9+jfiBl89F zC8Ce9-a^hVb_e&2yt867i?c9Mz3c2WXO8lo^$hmxmTDi z{V`+sKjPP3qbXrdD@!q+y_!D8=uh=2#+YCIehh`^U%>HKw2S*sjG<3N-`+lR`;~X@ z2h8&g3Yl;-z!#X}_1^Vuw{ElEj`wMB|C9eI{|rq*JIQ0e$?suHTU>&@kh~cqpCo?l zf6`m|(0e=TVbniGsh!$NV>tLt^<#lWJ@P=t(XR=`H=u9ipBYR3q-qS)c6J^D|3mv_ z#?UXS52WtWxK-Hkv((?zoKfM&h9ts&6a5GO>t}yz+&btJ(R*-nOpVebTj5Wrz9+D# zw;oLO+cG{o7W)CxAI4x7t&g$x)_*bRqxByA5!Sq9yDrXy2&XNY_@>II_wW}qA7g2s zX^YBgZ@xbt^pk%{i+bg{ctf$=pQT-}Yh_=x4e|qSzq}!=>)?-|pZsastwC$|pMNCl z_lL|@WR0pe2;&V?>knh-7wHRQz5C1$(Jt->9jei?cYp7}7?14#&{pk$`(CQ=!w^3Y zJ*und(Dn-Kw-=4iSll<}cD%oi_EU^u4-{Vn7WaeGwbnmtdFTz+*FilVW4w=y_?TA&6f@PlluKME7zx!vOXV8J+4?Ja@7&>UrcZ zGP+&7(J#vu`b*<6hW{e^GWpiMfI`h$zF|aQh|ESTQ-GK?J_d$^U zF^0Uk-T1~Vk4$TV=T`%kN0v-zH}u?p6?xBKE6U?@+HWJ;?ePaW0ub=(nh_D z)_#^gG|AH%Fh_%eg)0P82@La@lQ?(7~xSc9ODx|PR=x~wW7;R zRmy)u^hWX|BXsa9?+k2y&hs5uk%yEalPP>WKkUr%Ur$5Sfb->#Y ziGPfxz6o5J`7Qd3dWUEi`9;q6PF2nBbeAEiQNJa6 z&R(%<-!kwl;wi;*#)vOOkHCGHA7?+eRlL?}WL%%=XN>b8(l628l=*Y+U0l1zSH3_W z$RC_HI`j30by0rM zFY+(Bvq$d^da?lfVX{xg@_amZ<ueG_2Mq+hu=?I(3IGLieE+{b&nwBPTD_(SwE z#(f?hpW8(}AkTP_S3$v6=mYUDZ<5i$kcigUU()*XW^3o~t8xzdO8m=<=#g>sP>hVf zd3W-6)ormv>fuwIha<&Q>{zs&O1cVPZ8hJI4}mGPSX z(MP&qexm=%l5t_`Fw#f_jf1kT?Kn0e%*OId}P*~QBptdHv9Bv!wYv= zzqs3~WklE0*Nootcz4~WdOwM6EBymw`G1VNgWmOi<8T4vkv%h(^13_4ztPa9b7ekr zH?MBqz75?`zb5~3ucJoG<((~|@1&pidf4h}`00Xw)PBFY@10vKo1&fgf8XQzJg<)v zWPH6pyxxfG`}Hxux0=6L6zn*n3X(#>l!;@8}ukF?d>!JA`-hWZWv~eHs zkMx}}&Ob>%9yNH<#JzYe;tQ?!(Z&a%-!*OU{~n4*kK!YKUQJsHc@lk(3fFH+j9DiA z)#DkvrqzD^6Zs$c5619!v>$yOex#}G$*<^7`59yAJDooZEbfB~EcD??!rEQgP5Tizk1${*S({6(<>uc18e2Cts;al9|n)rerq;F4)JtDVU zTdH-I`#&?DU|!=<9^xDEi!t~`^NIF`tUu3Mo1Tw-{6((+*>KyKf`I9;7aITB+=XL2 z8Y$6E`2l0l!{gsCY!$Zi8OA4ipX*&{=;Kp>`#ePN^E#g=mIwVteB<`PjvLM&`7Q17 z`KNw|W?sL9@hG2X4Ea+&&KUZ{&;R*U!|a3V`*kG$=Zuq?K7mDkRiGWb`?yX!&`W7xhTep8~%I5ocbl!+k)azaV|qy*UA4sCP0x*{$Kcsmsw$ z{aohAoZV(fZyJmj0MA#{Z|kte?ESmU}C;P<38R^S%2KxvtHRx|$VOzl$o}ic0jf z!1pHU`Jy$AhX*Zf5Bg~R@9qBEwdaHr@_C~FeZaT#u2};R4{5v)6-RmPt`h=!D4+OH z!(^V$y5Eowt%otrySYELBOj&tK1{t38`ktD@-J@R9n){ygHEtddcJtWDVvi++UePH zJS{%kdPIoUBbkpE-|VrwC`R>uuO4dsVvKqU#b3sdAK9~L7x7)R4`co^#(g2mM~d&2 zwx|%@1@{4nA0>5L$LyaP1b<5ROBn0CttJtJ2m9e3@ZR*jtUrFy z3M!e9^9=bv+2faP^_OQ_tKR2H{1SK>kN;)&Ww)?pAMyP>ny<{(asB51W=s7n>shcT z;aHx&$WP0rM7xDVM@arKmik_nRUChRY>=L~4^np4c1l5UW&EF?*8A1xPvZHAwa`z} zhp&G=#XtLWUE2G%yBD?`K7RrJis<=Xe&yUU(+=Pt@td(ckNPpO(ukI>%aCtS{~w7{ zk5Ah^Q=Sj~G#PW;qG%8N5!uVn)<0LbtCfNJ7>&nR?l*s~owlWwMt#&bxc%zymYus? zgS`>`KN*Yt8)Nu)n*Wz()BJZcO~4PbpI^00T6EN{h5LCl9%GrG|8i=&(4@yG=}&)k zNgUnPDqq^`uQlE3=$Rgp@#EJe9CT%Nh>TNmgj`CoxQaXwf6+vKIzjwX;7t@lshx;xu18$kXfpFb&= zccoQ22mVw3C-5@n$DeOy^G6p2VSlT(f2BrBP~^tJuYs*q>z8;toxcf;^H8-u3#`NU z*9AuWQQNP?{QV+<@%@?)3j>k&PIv?_;g?~r< zSL>s|&=-1Mb9SH0&wuwueS-1o1B%!v)%S4K`lr-<-Q?+;1x12C0)s!?pW1~zDYZ1G z=G4t^jPquiPs{rL-R;WX6)zM2lv>g0D}9$Ip`OU?gvI+em0Aa;EV!On3HnXrYvs7V z(SP+H)}yvZrB;rw%a^j_kf&NcO0D7(eb;DPiu_Djp|sW9!N!@U&ip)MypM+ZYnywH z9hB`Y>`AHJHh#^YTV2I@ic)(;$s{ezl^+#ep&z6|qPb4tp#p7?w^3U7lhWqR4 z{kyW_%rJLHoxylNDCvhz#jN#tnyUW`FgE=Zc)%%AzcKS$XZkPauQgQvhotdzcKD`r zYwC&bRT4jRKg3>2AEXEVk$&j4nwnhtb+WKOrCykmtE28%VCrv>Ip>wlbPL?K9;4Pr z#`vBx&2MOSyl%qjzT$jFX_#>FMsNRNkT1#KF!Aw`W;eUR->L6YD2-<9h#nDV34K%V z=aj~lKQvM@yMbOB&v@X?^|J@2;(hRp{l9JK<@!$JHOt?4Ly7L36|cZwlE3klHk+P1 zKEU}0(Q7gws^v_bjZ*$5fn~RB0`kRqlhV{&uby8-E4e;X+wsG;I}gPF_2_xi#JUBM z7YBe|qQBCa2SwE%#$bO-?Uiop%~ZB77xhbJr4P<8`rJH@`AFVoUS{pSy|EGbgVM}D zeYpSo2*``Z6LUg27>``mg zlpkjy9~!T+pFy7TdXRpte=+h?(uc|mJQtK$soqDtNX;L{i09=_(rf&8Stnjeg@egCXP(*NpPrsR)bHbly=`aNHzVVjfUyjy8$y~Zuk z?uYb$0`vQ3l$PzU&gf`igYjs5%LAq{Wgm;NKOuftUYL3LYHnYQNA_U(;&rR%Z*IZ< ziGIrxhoo#)$Q6tZ?q}~{WQMS8=n^? zwF?oSseer~t)TM3XSMi!%gUNnu2|*xFTi;u(Z?9o6$zFY&JFFw`JKSf51yaeW&R@ib3IB~`_AOa!5hP5e5?Jw>d%i&&9Gk~e$;Wh zYY^h`T%0c|8KWM-?Ov1q%Pv;Eub1ql4r42U2Uj|M_&+7;pCq3;f#3ShJ6A{41C({{ zY#zE$Cmr?s|**|BH9lo9b7JTM~l(KlxLegwf-sw%>~VJjsu-%wOs*OW$j- zJR1C@`RXS3)6DGqP})nq$bg}zd%i`zfaF&%wqk?uVLxG?q_2$e|2G=H-kE}*Ssmvf zJ`=7#chH@U_wV3&#!H^)M9oWu{ONf+tIf_!H>tjtO8l|waCfd*x$1j7)St1)&y{w* zcP=Jo}V%L)A|~DbxCL#pNxEf@zGnwXVYJa?_Vh!ool~G)4#fuPvb^|lBcApzRyYh z8@qUQ=&|2j)K8U-d+sqf-R}?dk@zX_7M4F_&`z31yR0p?ljr zxGVijlS19OV>+$VE9LmY82JY2pF{tV*5!vZQ7<6=IE+ZC`Jze~+T%qj{|PeqD=sT6{lQ+5G6cz_D{O@V+f>FW(q#Vy!ygP}iT8 zElgg$wwvy#^^o(W7HzH#NP4gf?Zp2UAN&Kfhws4uF)80+EbXIZ=LJ)S%}Nmek5RUK z>i05#raW&`wtN#jyxz;li2u#i`q1+I<`|cpQQ(jIKCF^4?hjKw%edlTmUqh!!83Zs zmm@!+^)iP1NZ(q13UhB*L3RI~bXkBpoivfqcz~t{0%n|U+MWa zJ&Wh;jA|?DJxa#Nr-&ZLxc|k^$E>>AVd_Ka|JuZU?ChC05&BB&VT}Dg=|5x8$Kz3d z{C|w+XDs4vn>$In?JS=sK@ zy{}_;N5cL|Uj(kg{Buh1dF{1r2lmUvAE%;Yoku)&#D19g)7~lMeaW{0;6Lq07(*Y) zf3%N&>NLEUll}{qcl*tsI@xP2fqy3ZW{iA*{Htge`o&oKoAyTxtL^yR8~bIFud`ji z%`?v}MZH|<95j5$p+?hCuTa;ImCgq&@(tp=pntS}#u$(2?_l1h;;!#^^xyM%9om=9 zX{|qA#)l4v9~{=wm<4-iqvkhb&Ou#^49(Lx*GAj^DqFZv@l#HDSmyPko+AU>0pwslx1{0jS z!5@)47-K$?hiK>fBg#&*b>=)PRh|D@tNFng_Cx$&jQB(1-f9jOq^LXO3C7_@CKPz2${%||cPxQL3f0+^*)*S5=Z(Z+w+p)aQSonM5uj|A5 z?@IQ+hrZBy8O!+K`gw`&!S^=MKhj6Wpr3GO+wjxDci&?_K=gH<5@l4Q$!FA4)c5_B zjPX5T?tf<5?3h`NQI8`3)S0oMM_~T{tkSJpVfD9lc2^k0&$|U53BT@f1^E)`pW8WS zn|fg-s3+6-Za2C&Ix`~#=ZUnwF4h}TT4;VS9LMbfi~3!c@f$;Zw14S|dRCYH!)KHh zpM*X)P|Jrg_QSM)W(m0^xiiN<4$`VNi9 z82*>>(THO0UrVIF?RM5VF44jR^5^zBFC}p>@6(fC} ztr4H7{>E6YpE2x%BP3eHx0FJw}f2akKtnoWFAWk`~j}pV9|^X+1qIwyn}-c0A5! z2={E+rbc4FBIKXczo%DNNQ*aTVBb`)VT}Lll015j9WXlkz7G5u(Zd+~C7QqI)g^6P zn4QG_jMmQ>`pe@}JN!NOe`lLmMX?z1jqJUbZv1ZJCv$Kgg8UU@d@qpfvzPz%F(Lb0 zK`+tY>qeZ9!_Yq1FVXmn@qR_p&tAW#_}R@lB>f*_@R$4>W7PZT`QAIzM!uUi4)ha! zy|4E_GigJtj8DD4ydPY$WFF!H_3z{89<05tkE|#3=}_ClDWfLxZQ>7OxnJ$G{-(d9 zQwjJ>>+QSsRp#KLDpEduKOEGkr}T!rY5u<7Mm#F6)fhNNZC{MxZ`Jn=l#HQIv|nV5 z@rYldzu2FNb`g&mqkcr|>F4?Wm%~OgnJ@MmGN)CGoBp7e{CU4G)%LYreMHjhv36SE zIj5gEoF)D6D2ll&-8mt_sq&GZ!Ny|9nH zhI%FO!>j4TI|n0+^{q5NsO8HT_1!*yWAMA_-x%MUR=;0IDf$<1d}ECJ(nOzESlQ!K z!Fu?=49z!qckM2~mf^RdrPYKr$GD!rQpUd%}70e*7(tXV-FZm*O6(0ga; z%bcV#@Q?UEr0IZ_rq`Vi?`V91A2J@=bfxx$<4Ua<){mjtb2gkidjR@H&kudLphx2$ zH?^m5`>;S`FQY>*4D0DwtJljI{22KU_UHUfwDbK{C1dCx(a%`cs~F?|@-)BbAH>+l zLU;0q`v$l_PVGLflTz=@>?`%(XJzjP^TJj4IY?i9c8qGKoD&cEkpBA|&8RTiN=Jk5 zmnnTtjQ`O6h&=}Ds-~YY;w!~p(a!%55dBe4CVlnQ?{NLa5OcZTV=VoHui>Mo=8gfV z$Iy7bkwexv2YBj>`k`;+ggOQLsv}<{e>2>#&tboCP5497PsY#(TF>y2^=jH%n;KcO z{1}V(4Jd~%)I8Q@=oaKt-2YGOS3y^L!CuKQH#`J1Bby&(6 zS&w53eI@>kNf~IpZgVx{Z|eJ{O2)7+8lN%ri|83U>w|$!W*u4o9XI68@oBrC!XC(f zGe$fjc`(NN7l|Im$cMbdKr` z(-@-WzraH@-2TCR=)R{?wDbROl;baqv%hRQUG7IFSlIi`O5QK)j}xjjc@k^32SkT)Z&Q4dhxM^a8;+>qBdp=3qPH-5U(KLi?` z-!-yUCe};O2YR@!{1p3C?=9K`=b)Zxm#8cF{Z zG;hX%!axULvS)!sekicGuMiaXP~&N68~7U@579f{#s=|&kFU!UQ=GsrvfmI5x5LI8Pa$3r{UJB^c$6Kh zkNlAQp}_pU0_CKTVfqzMj)(oz{&3P%uc=uXPqBX>eoUGgu{ql@3-|MAzDc*LXMXFs zMb^tEYhTMcW2O3@2DMMFGSlGYl8P9Q_`z7#vnFQ+wQ_kG1ph?)U4cb?Yx3=ZHKx~3 z!+ytF%^${CFVW8!^8ObWv;K+aOWB_?7T>p1iuN>K-;}IvhDl|r_h%6Oq0aTR9yISO zzK^L4O}<#|W!h`Bll_IB__;I~C45ijZ|Kv|?i-cy$X`ewrjEZ}Gt<^3$TgI}cI;(3veOx?9**MpOvz%L&E z%9z^SyY!a(kEx9L|MtqMkE8BuGzgOC3sb)a?KL0S0{N~Z%}*HqkMb#Qhy4+M80#J4 z`KDFP59?;oQ|kA$9)({0Vq&%V{TIqGljS-?zO9hwDPgUvpLW@-dfzII7dCau@R?IQ zVPB+gVT-q~&*@o+`Dwjj$*l{5tG<%{CoJpEvx^z;Wqux(9a?{3<6{`lR!u)+g}Z8Gt$lKJ#K6U z`pEufeyEbSZ*wyIDUHuq)+1)cRp=eIq)7U&Sx5TzYHsX{`xGR z_kWe)Ce;_j=*G+Shp&J6!S?GI#1Ha60ykuSGM4oZ(Jt=W2rSO;B5WSjDy$xY`Y7=; zqWuX)m236n{j`WV_Z!Pz!>?$q5Jr21YC$#-7X)ThTAyaWICs`XFcAdOLfW6G4=yY--+ff z^_mTbzhwFdBVKa*{gWR@FH6CCC_c<5jCjobxm}LO?czSg{P*?#+^*mPeW&$BR^1*n zZ)2RS=R}UoxN=W(1nz^8enu`Iead|Qcf=R67sk^57(-sf|H#z!e=e4Hmg|YUxOZID zMz_$P>|?=1{R35>Zi4-jJQrM_8MEtB6(f6IpTfg)(~pEY$e$=*QuNPBePSPrcd*cl@k7{6!`$zlj6p{d&{e7Bi|?fDv#zD z$G$j%^-w*WG5j;FUwO~KH~w4*^7mfq`58k$9R9}OC)tDYLBW76kGo0zS$OzK!StGM zW&X5iZBbr8uYAc5f%*HR%0-9c)^3?F8TD!6*Wx=ig_@U5QE&JM%lj{ji$ZVpvK$C~ zru9U%v`uYiXbSsayk!4D$M72Rd?YI7!`0&PeeiuJ(x0dYTgQLBI6>Nf)a&bAFCV!H zd6N7X%lwY9l>d@*T1#rKd4l~Y@ryD1BhAkk@?`vL;DoA2RQFj(-IKd_a^)c(a#wB2^xP{cE-|l&xVKyq@U6K z9L6NKIH+Hn`$x~VZs1ZHg!}SD?{d@Zh#q$r>W6Uu<+E3u9N1_G_(Ak7-#ltl+CV?t zzo7A!Z;eufH%^rK`0^vijE~ztMSLgyWi0*w3d0e5zdV!Q_f)QEH2=?+sg1DTA%7~c zs6VZ&S$6fq?zym6+7GTAV^lx2XO@h2F^}urm~t&z?+veKRU7}xLx$KPzoGrpsyUa= zIB$yq|7btT82qnmgMlkx%4F7CGpEbf~!7T*_EGRA#R;x}WRbmq^h%m=1zix=Vl zUX(8hEY9m0%lv26i=pF_eOjSE$z#>mBV9&nK7sxbUR`8sd;Q%FnZK=>*1f{26Lod# z^7_}5%zqa$#Wjn#YaKR6#{e7fJ~Fqfy$H}aor38Q|&?FFX>d5XUDkiUkB^0Vfz+XoM$jbf1)?`?x~$kjJiS}h(CPwQkPypxkk)_eE0wb?fd8E<00Q*2~vzX!|(t!6w8vqK~n(FUF|% z(|Xry;pH2xa&>Zfy!EvXKkIY9J)S4~T<>7}D1Xx==p)U)KJ&QE=b2j2KeF!)^-mdm zzwizBo$0)rG4z${)uR0t?_U_h-w}PH|8<^kgKtpI<<17!Uy*-ijQ(^Vn=$N_=-V)T z$~_O)=a47k^({35>?i4rVtO|u*{;9nl!E+^_{~`QBgUxb6F)cX?d>H)+n&+#jEV{D-_cqg$G;#MIhoG5yB0o-= zZQih+&v5MDh`&jDORUx&RQ=nW>^temvkFB=`-A_aZ(DQLr$^mfj&_P)j1ezsy<1CT zV;n9i^nyfx!qQ&0*`FzDQBif?R!{9886#d&{=^vdO4c;0&9rTmFCNGZ6Uv_;r_(AnA#@L@y{>m8s zn)olUxQ{Hb$ZwN3=Iv^=q6Ggpq5TPC?ElFg8Kd4u{7Ak$r^3LG|BEllH@(i!O)x`# zPW)pGec=B0tWW*!G6?5i6z`J>ga4FYFqZLmdxd-7eP^q_7eeyc?lWossD1lnzP5dQ z%!dZ$^8H-O?e7|Y=o&v7_e044ZvVc(*5J!)seb~C`tr-vC!!hi4D8B4C(KPeq{JHv`yuO{*gZsTnx+nKbJJaH7{5Pyjj<@rh^CQ37 zxfqZ5v8!hDgA;N?rTlhv9Ol1l`g`Pu+}^9|f?$VY%?bjKSmM{%vnlL_+czDkIoRbg z@@LwA>>>>QlDrwqdLd)*kL;7Ntlu)$<@X0Fch|EpIdkAV^ppHCW9U2OLyRFGqGwOV zVM))o55{>r$!CvFYO=Q3T&$1ueb1&3^$t{3eUF~>XK#a%Aq8$%u^y7o-s~zLzbp2@ zpVD}H3)(k7x~4PoC(`eI-DXX`>|9&g3uDkj{r5%XRefL|jPXgo_HBxduNCr5`j374 zy4J`o*aLf3zrR7b-?8q-nG3ohpQrKnch7PibZ`OYtE;wOfn%AUjI}26`UMvIA<6*B+<&8d zF=bN+MHRQR{~Pb+fr6D~D*Yt-4=CQ5PJVP0_e=l5I6otPq#71HSx|XuMPHT=W2~R} zmpam@U+qWnIFBKDF@}6;ywoipFOIJohW|5@d{a{!EKQpDQ`R3+AMWcr*xwxa2aR_y z?wNZZ+pBUvdhlL#y}E_&*uPM`V2treUl}8w(0ro5h)0a&d3ailE`d{Luf+a>o=5^!1SU;~5XL4X_^K@1b#>VjC{)BlmBIB2%5uMycxgoz>$r#{Izhe`CC# zoapCv+!rMKU<~`D{7XFlOw4!Ys!pWW28>Vl84nRgKF0JtEs2?(lrQx^-86i5M(PIK zAE5El2V75Vtr>;qP1W=;mh~Nh`FrBZbl>R{jgHon_MX0~>IwJOCiwpu@i%>I(%olo zf5U!=ABTgM>=|OavEn0M-{DWaEcV7`!+xm$5wn`l@cJU- z8x|{?N5Q`6{E#umCwelHJI(ym_lVrjWgN~KJjOm3`bP0l;53fEj6n}S&;7;yvy5vG zoq7%)D*1WT#r28*vp&dQXnjZT_*4&jJRI|ry)Z^TN&H~^zvrpH%-@b_9M~A~>b~UP zvDe<`=IqYYea-uY)-9*Z|vU~`;E2#;D*e99uM~o z$zB+PAOFlR-d~~Qc3JOb41J;ao9VOL*X;2Tt z=d%WN-&J^SIqI2|pEAb&j`*GBryFh8YdrD^8b9k){44#e339)1s?PR0`>yXqe4+7A zx!$&^dp;iVoa}+IHvfNL$yny+r+Q~}GW80;{Wap>sj#Q(mYNhv|8Z)1`;PN2H-bEf zKc^zgdVScLhW#SZcWUK0->O-I^&OeMQ~S0QFAXZjeu?Ng-MP~Ac%Pl{f3)7yk3T;B zFr$IY56)PP89HEQQ}_d#pRx8P=Kq=1!yFz&RKfjpT0djRi{?L5{Qdrlud4rllm9+b z)~{{RzVqN0&6llx`E>ImvtSR@&RE`OU@ZR+lzm`x#(|lqp)Zu5GnV;c_Q8bNYbs2~ z`!i_%oO-KsLWgvd`}Lf-Ru;*JLUCV{>?7w}`XrxAE{I3u4;jP1l75|Cyv6_9i8j!G z8t-iK>&bUV4oCh*`zgjazozvIEdEc=82KkXe=c{-)d^iYVsMhzxu^9?H(s>H{Vd|| z`3hU7IksL1e?tAwH(B3kdRY(fkL1Nz`oHswCZ#%Gx+nJ!7pi=yaQVt2#7i3QLZ54A z6Z4(WpZqyv=r4_TA@gw7zW)Eq=Pz7r*eWl+NdDjK!u=5w+*ucf3+;~u7WH_>k{@~XOZVTcxkARvyglY+b4~>!zbAjoSo-h046mK@b(c&3o_E2f zu=|bL+WJgSek+UT$DN|!AB@%hBENH+vKmYLk?)ZF@>f{wblzYDe@yh{U;J_Cs<#Ku z1BgHQ&mN}yA6M5M&-M5H?M)?3ijpWKqNQO}l2Ou9G$@pY(b7Pv_nW39q@|M3pd<|q z^l3^`WR$3Ar)VhB@4VmV-23JC{_pv?_jT{t_uO;u>-7%$o(cLx{BTC$-q@kOFdy3A z!{n@zKgmvzucLelH48S_m5Kg87W)$h`$c^f>b^3IZ3%{Wj`5c;><0#k>0_9k4-tlV z*#3EzFBY!6zWc_@Qn;^(@_FPblk%Uh6XZu|-;aWC7acskgWrE6%=5=b=e?hNjdlV5 zMgAY%JUe?^*kpcx^U-}-t6{-#1mZR5$bsu zUl?9M`XbEpzsF-*UCrY>z#cGuJhrZuEXjW;JAv%uaagb86|Mu|{w>P?@uzy}rr;A` zpU7{qdf$(ZJvHUkY5w8~3(`DGTVcIHeGmqJMSms?^tH#V9#dQwbmhf6Wylw(y-`Oi zVM{B>AML3aG3;NEUxwLw@kDlm)`LFHuwEm5gn52O80rsb|4)KEzDE7`zxwmjj{XV} zqq_2Z=xIS}L{fb(cpnz$D;cQ~IqAe$@CSUpM5y*vFRD_F-RCQbd$DC#j_Cb6lvl}B z$qqjTYyf%T^QFUocJ(ak2k`;90sSaH!mwVUeY18CHXinedMVOZ z_O;$Yt4tB%CE9zrT6Bf(a}NbK(r3BN`MCdHrSSK;%2P%Mx=oaY{1fRR%;i(De9xDE zrYb!CRMh=Gq}Fq!G}}*9N^5_4ks1g4N2I?pHe+S4ZeRKNS>=t3PP$c2u%4p7R8~l< zsath}{m6cCydVtmXJcCo_dPeX#jswwwZ-6%wrw%^Bg%)ygYPS#ya|K+Q9jRCT$50I z{X}*i(fhnWC$M>19OQ#2?-#BUXKTrczUPAae36`9d}Lv&sxgiCqW(*_$PE|x`ctK$ z_qF0;xTGpQUzM!u{lK9G>ccpH)s6b+HNZ*?$@iu9%7UZmB@jQcoiJbDUk>;gvH628 z&);6Y+IF+nPZRWy{`m4k<*s`@9bmmddaEVXdiQ(h3Hro(NwwmO0gAiJK%U5Nb@vwq zE2IPX`47YF{iJH^PV;+j4uyOUb!X{OodV z^FPQ3+hNF$aJ^yeX(SKAz(2~nMq=G}9m`IT{h)km{PWeKzrE-Caa53WfC%pMM>; zOK>CqH1Lo1NErO3kJ$cLyDRNK7({TrkPxx_t#8>%auzpkjcPDC&zqEk*1h&^&-zlxQ z-vs_l*rDsQeX#*IuB z{&wyBe$~722Hi7k7V-T1-GU=)i_J86KJ_l^jCalm8yFAid0(IE`c0;kug4$M{YU?6 z-pS|xus&@|i?R=#KcoCUo>IQl#mpY^5uE?iN{e2<IZ#x8kNr$PRO^8EbD zyi7arid;VR|1xOr?y(YKFh1H7!_3~l9G_>i7_u1duilu_XU*^1W?~oT5OUIQ}=^BeI_= z6M;X(4K*DyS~^Pc^`x<5&wvfSqVM;i{2Dd&nk<+2!Skpu!Vu4J|JS&{W7Ub*FJvY$ zyf$vpytn&h7qaIO!+rwi`+onhf6E1TuqTw)50$S+x?Ow=_KNfU7#w>2r;iudQ#%a) z&<^wZ@DG=~<`Bah%1&foKVDk8$w;n%^%L#?=a-nRPjt@n^W~qvRRg+6T?78n9)HQ+ zSaYj29M->nVto_l`RFfY1B0OQWXR{xo_|f4b+r3JMVKG+S;DY>6BZcvoU}w#Z%6z3 zg&6ojeGz8gpWWIdb+gm$tqm|ANl->8W4bVWnh*m>!1R@c;I<5(a&)Y}*e0FtII${S4Y0d)|-a%bsWT2*Myg zlow&XA7uSANgu2~-M17-1e)cgogE14o!EaF27eakPYgr8D)v`~*?Pw?_=8v<0*TPqDu+4D~W`{9_o#6VuNy>`%nJH&7W(tRzmR{)yYHgbTFe0b;qy`^_wTG*beXM}0x5G1{ZUH{!CsL+Dc@Dg zf9@g=Jdxc|Y!fyimRh*L){SW{UPRC?CS0f3bfG6jlEonRciS@?+$m zFgqU*D4N*3&hxkc{G+@S%~~yLW=?_kL2!JxV!|e^!fmuhkGQP@YQbyJhGPjbQaCfs%0RP~9ocu-``cDJ9Ox zzfr*7hZ87w9{F?JeE$C(0%fNwmv2Xl{tp8ENqMf1Vo=Hs$luVO2($lt5-4Aci;(zh z1@TdwA2ST~d!$FXHusX&hcm!GKCjYKBT~ul8PumyA1d=bFZ8dx2IsNZUnRDSto0_* z|2a|nZ6$yCkat`js#-B_b`x)beW5&5jV#y9^m+vSaeUQf@9L(`S_1!XgZ!$VKQQFL z`%W;wsVH6v7(RjVieZIHT>ltm`K3U$c-^*9R=Hpws6RD@(N*&w<%9j<_-Zb8_az5M zLH!f;PZ;V!XdevI`^*B?pX#Fwv;7Ifkgw4ATQ(LgwFqJPlAxneWyAePSHXXf|Bh?J z%bgbd1p7hxb&`C$Aal^(6rhvkC;b^YCmu9N!0{ZH}w&v7;R6Kkh@ zOQ4>*LTB2EFsQ%dd<--DQ$IUwZ_}XFJpK@tqx*>h^}8F3_GR0Ee#H5kptIq8jZUqa zus4b^+(|!wXt9?7=JWU zr==g%@&bQA`E`+56cKBou3Ss}blIs`qjt|D>9>>*cUtLw{lT1ZzK7_Vci#==*ADpWO&keNWKsL)yf51ux+HAjnU52kEfU zUbDfTaQyBut0wF99}oEf+E@1{dq;&IzM`<7^(TCi=2H;;$Z105OekYFC zvs-%7Z{rf6AMLBB)|Il)V;q4#!j`%>?@t>A>odwnvwKAS7I)G84}4y8RL+W~=fB{- zGV-H2O?LRbOmnz@K<)WI%a*1b0(-`Isnz}ar{URZ9q4^)ftFTMQ${a+mVYt~@doG9 zvOm}`^6x?ReRVI;DgDas1xZ+gnx$Uhw|Co4*B3>-!esJwC5py=AWUGtqr2 z^jDo@`Hfxf*F%1R^z@m#*V=aJOZL4LK_Ab$$^f~&u-_Nw&w@U?RXkgh!(qL_@%lt- z_%9n{&+1KrzAuktW=E}s^%ut@4EB!l)9n&DbeT;ftA`47b*;Qo-sgdQaXj7G9xmZ) zMgMPs>z(c`$sV_oCWF3F|GGtA9&P@qR8J!t8uZ(C_BTMYV5w!hJXKc_zc~y%^LVwe$73-k3@eV4EjWR46?_+eKg@Y%#ZQMAoufhyH1s`pT+fU!06yKz38{_ zek{^Ez)Swji|__um@*x6H^=P$;yW4{+B9|C%)f8&qb*02MrEM6M_n)h4j#uaEED7LRb zqXj`BFN);fQvX4(FW(O7`2_B(i|eg|LBG@=>|VD9`r~?P(mU(NMG1FSj~AGD{x!Q9 zb4A)oTQ1A1`luGTRX7!~B*o{GS5mCxk&h$p4U?&pX}dX$$nDyv+M# zdFCxz0P+;y4;GkDwm;m%yC3*3^3O1RKTTl1DM!LE-hl5n2=n#Md|&#U5pH@=-^cmP zk6TvgoLj=qBLwCpWd@!#IdFdjxkzg z4D|+a{f@Om{)PKBYUlK@{)|6{>3eH}p;>9;wpM3Il#qOfK6ZHaS-J=N{)u2{MQPX! zeJdDG{QVBWFgZcE=fjzxfAs%he@bGG=%s+ZQ2xWiW^eea{0Z!zaNJ?J$3iXeZ^F69 z{3~4Ng8!pDhZ7DWdm#+*6ZJj3)G7Yxsp-&Pd_PM-81jX6VtFw9QDRP84Dr^b9X7&x z7<(S{FFsFV81fnPKN=76E3{uWKiglj`PhD8#Ech~r{=`)_%>qKBIgRPe0Cp5Fw)|l z(}O|*tY0{u<$!=CI|4p{KcPPpX6La2!aP1&<}ORT*k6^MrwB&rgj;3J8xQ(GdmXjd z(0uvJV?5s&Z7^(j)qc_b7vtyXxf%tER}$Izi(vG+E~Vwq*TMb(^+6c=BYk6rD7 zdqIC}A2af%f5P7tV6WrE@+1uL1LTyP=_UUQU0=N6|jUCe|co6<9((iS$}6O!-;1 z!HAs)3J60z3+W{c{I=^4@d3wY&$E2hs@Q8l)C3ohH}(I0=+?e_sbGJY|5=}^D_8aN zhx!WIvyJwSr3rh^f`8z6Hue)DBCD6nC=$OmrxaY)?A`$RD7D{uVNlU;1FYxte9fI^ zEj?FgNB(TbI5i*I{|4qmc@gIH+m26*xjLvL&u?w*RbumWgc8XRQQ;?G_>e?hTMY53 ze>{4m}VhW!l6 zleN?L0tDm6S%{@)))l)0Om6Iu7vztBH%j3&n@L!ZKVTgaIpNT_Dej=R*!}U7C~n`$N8m z{5U4Kbkp2)2J9QxJHjgTzOBHqM!i5&yEFF(ry;_)j6F`RKHzm+g;A)`9$@#r{GV)~7w~u&c!Qwixt>@rn8az37h& z$B=xdtu*SmH!KtEi~1vmdJW2N`c!3=WqZ%S{Zq8(8BveDKFb?{{iFP5`cEm!>F5Ue zBl^qCJtGfo*tLe;PZJP^@u~lz2}^E9Z&hIRy;;3ut{+U*WAAGTW*OG{xvy9b^;7IW zYtosrP{*~PJd~eXH=Qimm)qnzk$&8^r}>UPYR30ZZo6Dho~qj2;f&;Ku{;Q?yp|N- z_ZBexQ6i{qJLFUI+hWK!#3i`=U0o*%htqn1zgJHqh)*XYj-&n5qvJ)v&g zhK=*Uo>AYkgO{CcR4xbmZ--T!N#4{B{*U@6%+Eh&Z*kBF-V(yk6K3yHD_yTNT7CxU zXZ9b7ml>ATJU^S`d+BOilIVUO+Si<|wkAuJ(!icDUJ>T?$2m!Fm8aB+?&l!?gu#E% zpWVm#Ne_}a5B%VG?!nFm&#PQ`eaZciX{7bO-tavO^k?@M_E!y7v_d|E{4z}U!37>R zdlpzNU%~6^9`gsO_JdGr!~GUFs+2!hQ2m2R{w_b&1u6}maaQ=hw#;ftk zAfu)(ynalW$5)0~{=RT}%e%X&=OG_PdI^L4aD2irAM(rkv;D(DpK&Fs%6lO{!TP|$ z^6rAqZ_e|4mtl53u}EX^`B`z#c|PFnY_?(i9?|=8s4wrS2egfQ@%vf=!XQu7pZ7MW zw^L#p&w%gJLPfu7Juq^`I~AT@I%jk&s%@v+$xX{>Sr-xSRXJxEZN);z1aUW)EmV2 zqXZ1o_ud3cvWs>aejCT*&64l8X2qv`f%{UZU%zg#cYHs+1^dJO4Pn^NV!S2{@d@Jt zVbE_o4C@1~PpqBZ-xBzZsGPUv&N1*`wEv~|LjNA|nG5!a@?82$-#sZ}6ZhBUUWbmE z&hwIgOXCv;`Jg-qgMH(Cgn=KFFJXwEIN$O=Z|l6SiN3dq`N#5q3!3}*Zh`M(V*84d zby9`ehqynl_#W*iooy<|&i_~ZIy3vhIVq4o`k%jL;d-Ohk&vGw4(M9)Yrz-|cpmdH zhM9i_7@4mwb`!l{I8kh$gh5`&4`IF^Wtg3B1x%^en>VQ#=0|=5HaMJYtxN>@BmDtU zhgU1q-U53htPs>qwoBF2*a$tOc?wPpJ$k@A3?V3ea4+Chj@$p6NdUA+8b+U`%l7L zUxZ=(MEM47P4P|+ZUTBRUIxKg`}E{X^4_HXpt{33&+MOreo#IujmLK0Tr(T?TUak6 z4CAByuN*dY+#6G4uuqilDw|5z(GliczN?&9jtrFR&hICzaz1eNLhgU;d!B+-nFp5k z@D=@E59)JOwz8G8^Gm2#<9MrIB-&p4VF~*YTyF?Neu(}<7}isyca7V|K>OV{!QK%E z4>-SCYsCNjC)ikGYLA%3y#7X*+efg|{$ShM-Ee+I&mU2no@pf=CQ?z^Q6^@ z-r%CyHcNkZhWrTSLm2E4_0KRne+w>qoN)ZiRPK+2+4~!Ub#e`xPV4w7B@+MZ7I)5- zKJOs=ko<)(uMe-gZ}@8Kr=Pr@yzZkx|K_JAK(D9RUkHP|P+x>W{wQz4u-`{}VEx(o z?0T({du+Q_^Yh2`p$)c^{^db_jQkM>`@r!wb_vdNb901v-%mV0Vel{9UlWG&MD#b- zewN}TYd_W=!~F@gUup+`!T7uX4hefi8LPw)>MFI0Wl z=awtUFhAjJubu~GME6T^y$|c)=ziTd5bPc8d6Q<1`-FdmkndnT*tGX##^2Q$P>;ap zHx&-ccy<4_d^l^bSQ0y|&ux$|wr_T6(36=_0P;b3ZJuk>G4`}J&$kJ~dQJVY{eRD| z9i}xVd+=N5HHNX$jOBn1Cm%k@ zgyDT0>VG!<&77|L*nMfimeWTzjLv@v`54M`%dcUpt5?T@e9^uLv+qR-2($lt5NvfH zzx(owK!rw%7Yws}m*G!DKVf!_9 zc-M2CQu$?eA66h78+&rC<_YMJ&qt_qn|V)F$n7mc*Kk)QfKpY$k%ZH zMwtEoiy&gj{6^D}?|3~e;;ekLh5cZ7KLFza!v#c7q~g7nI@cTA-y^T}=(a_AF~oo5 zcbieP(rJt1uphzsw@r17e{Yrq^Hclg+dT|41)xt4v3+bq4EK%4w#8sin2%9A_$S&M zVfH;b!FItcC&S5cFdmM-J?%tk$lZ}V9ufw5B0bwbUr6}8*rtOy>tAnq{^HNS(k!3a zPPhy8-=VUxX4L>wF3%kvdv6(*9ftf7=OZjvLi!*K`4i4ZnA_)$RU`k?%gX|N(erP& z4Or14dLJF_V+UgJ7t}9d*uT?w*beVwqJ8X?`e@^m@(AKPj<<8Kx!i%T`aC}E{HHgm z_Qqm}7dZZI{T?SGPCp0x!TwS5-2yjx$@2YU)P}Hz*31z=AI=w*G%ci|+>+}zmFpz4Ee?vv3?1Iy&P+cAs$U=hmGj`g!TW3 z-~V9aLH>vNHEXBuy|Z?;YNCHnVy2G&vL?>Yo{!pZgB(`!`dIXc*O&jhcuaN%$tQYR zrIpu=Rj_|Xdm{|?h5iuz^hnUzWgDShiTc^wv%+U=MGn+wP`-NyFTQlw^Qu(kSd4#! zB^M~374yg1qvgWeVu`7;C{NaZwzN^(cDTQCye)=&sIn~v`+nFCyGTT|!)_Ad?>7k8 z_>TC#9>d^YBii-{`!#8cAz#9JGCj}jjqyYOzsAOsm_qX3D@^@be7B0PKQTkCm+jr? z1@?#b8#C|hZ$Ik~a;d|%)P^9zRQeG&m-p8v$OmMzxb?GE`d+Vj3Gf8zI- z{sR9&dI`h)m_HJR^$o{o{pr5DfH1`8_T#bh%YDU1Pul%TgYUN^{jnO-YqtLx4)%cY zDt2L|eA4qr;D0!NY;oXHf!1@dcl3|g*MHr=83%$tq5a0bS(%n_K7y~mu^(O54^gZJ zd(#ukpD@H5%r6OpzK|c*&g30ue`vU^|$j2R_kzkIut$3aK+Of5FfDrVb$I>))}Jn2*gL6y=6^J zCIJ07{*i>F8twkdP%lFNB@FF2{*kLQzGbGbhw%yDZ+f$P%_^{el;;t|kgw2qPu+AB zH5=vV|5OEuGO^94t0E!3qP!C)8%)|-xP;T2IHmWt4hem^d=f*Jr0+JZ27AE#n6Sco zibsSYe@1!;bAFEMZwZsNuaRN&9KAOAooh$Y{u%i{Hq^!ZRO>;I2hw|N;?)b;QN5r( zhWa_yF!65v7*YO4?M*x9SC_p7dAGwn-#G3eaq6az=zI6remu~zsPDLuJYPBfw8cD7 z^$dHTUO*V`r(^%5j&te~`aJ@AaQ-Cwh0`7%6#f4Z@|U!!f55+%OYr}HxPM97b#;x} z8hiG=alr|-?NipZ_67biUY{7USGHpZS-xHp=Iga21zVa`C?I{v|J9y+rw+ z?6^Kb(%}`vFU-#w&THQ;#qN`ytcw4T_T>@ZkEBRCH(5kVfc!BYq$q6uuxidgpcnIN z!f+mdIJH;Unb*am!M-v7OI;$_TibI#+}A>TPu=WOsI@nY>yI$}p9|_I^;D?e#@nl4 ze&jc8`qGP|jbov{f$eENDc?>V*#Pkm^_RA_)6}<%-gAE<4A0|yX@Un&8f>=0{aTbq z+WSHM1CRLgcu5%Kh4Y=-JuQ5j-&mjz`6UeYkIysA&N~Rh{u}8#b-hPL_KTrB9-aCV ze4t@yHpDY*KW#ap(|}ctpkItw@+k}A0qXaxyz~NtzAyRuN0`^E&JKBEk~B^9eO2V=Y{G%j-?hF= z%1bU2$A7|*Z{KT&qv<{>wJQWs{g(Alp!W+H?oR6sVJ>fmSv@7)qF~+p=1pLqc)yBa zb{@^}ed3=m&$rVpO@2il%LaX+Jkp&eJ+L$i;qfYcfkOU$7dyzWkl*y3VM8;fj)(Y& z_K|-0o4Lc2KyGgtlHU)^w$$Y983vB?49lj2y!wgdK^XLl^3Is9JFsb$GsF|rCt>#g zeu9j^{yw^LJyi{fzKj%|*G-Q%!hT2_$3qPCB0bd3?`soQVdpP|VSj`6ka6Ya&|pmy zzMf_L?z(NE+XKEII9J!(>Fy0_sITGp=iTSp-J3X(-+wwUcsVNPjveR+<#RsUZA|H_ zF~EM${rs1uii?}=cs_Cd*U0er$jzWnoG-Jxbl)mD(f@O`!~DE0 zQ(MDqiBX7RSMrZc!?9kkQr9RMP5oPtFKuJsvNzRw?f2k|hE04e8C=-&gvL z^;|BWtSkPPg6y)me-Vay5zhURh>(=^oFQE}Gm?m|QU% z{{I5)_hL?;-~F!c=li#8CGE=WfG!X}ar|thja>)yyTj)v%pDY>`ibcC^ncJxA3! z8$^J;VE-%HnJL45R73rR@QkNk<OAAY~G?hDkju|LD?yoNBZhcnFb+3SV_wRJR8;Qf1~_qx+%$Co-% zVDBie>(e)mzB@<(-k-+#t|$EYv1DK<9JqWfJ37xH1`=azHyj`OF3_``&e<6chr#n@Ezv6iRo%nQk`O~@JFN8C6TBY|MymkAF1oo%hGGRjfe1INx3S zkK<17)&zRce(t6hUUpTy#^rf8!*ojIq+K99w7dCNMPC2BSNU($pH33MKkm;71AoZRz0coA&ENEh$N&5L!hIA<-}8L)er*1q zKO;_nJO_yFl`zCZ+|Mz*i0p+h*c_a$J7Kn8dGM`i=78v)KtI+i3XBfFo_D$)kRQpPb^QuARko(?V$vV{6MF2$h@CJV(o;Ce zq?7OGWS}4S7lljGdP%LT=lNWr--&|m9m+vo*#FTt!|N#<*K&I*n!iI~hIbCg8~H6t zpL{EI+iVyg=_3sHKk)gY551JTTgYo2v zo}GMI?^d|qLO8O}W9nNI1y&z_YAn&!`uSg;4?MN0eVr>Qx{reMJv}bSjeq_P=)v6W%&0+tD{FjbR{bhIl!T;KYoeQSe37{T= z@u>9M_q#a_A#h&|>3NnY{C%Ql5|`hzG!M|fKKJKmcf(qGC+I>xg8F8d{(n*M?1P8> z&4K+uK1g4=?zhMFO|$~|H}Y4$;y|=!=R-Vxl?OY# zh=>;1FFn7m$$Huf(f^&G{>l+U{T$b)@`4*)%l7P1bR~Occ=`XsbJ=*sN4GE6d?&e! zaD~DR9ql!C@V-9QV=87o{McA73H2_VzrrWQbnFxhpdaIB#SY6N&q;1zzv!=oA%5U` zLRjfL@kbc)c^t2D+{1-;mAqg*Z-+sCsE_ALF|VTg2f}#{`X|GWNxsjmo<#=sJPqps z(#voH>rd_UeKx`KSK1}l9y!4Jhx5JYrt-eeanb$|>(ehr?wK@sqv$>l+7H9*eUK{S zLk8D0a$r8BhcNWV@v7{L)4Q6hN^8iYJ_$p6g*aXk2K(vX7K1-veogHl54<16#(PHm zvF9CVJ!I|ENnTa+cG{mh)2up(z0Tj1hVw*}@5`PaCogsIfcg~L(@Vpl zwVCxpV1GmHBfpvr>6iuUIr94wG1wpS_i|h>gReEuz#a%YXYVktR)zlPUoQ!>^GL${ z`RXnwn|C_h?%*el_Cr|Zm?YlcW$h~^>c#RR4E`~!Er$JFzjoMw?&GlW7SsAl7}gWy zhp@5_>6?wu_E!vNl73l#cal$a*M~{1J@X~*6aUr2f22Jc=ON#PwYN;^c<|R`$i~q= zY6R;C=4;i1{?R{bj!*kI_w;&LFYx{lVTgy~@8<{zgFT>p2*Y}V^s{zm?}Xue2>X}r&htCMupdQx zc{O0=tB2u7z(3HQUI_*aUfb|Pk^XN-@Y?c4ZPB$*h|icGyk7M9@Mp7*kiTR9*Ne@E zC?D#|z8@`kyfLyl51(h4 ztw)3*ezWJr{b4+$r>^vU$I$nceE<4Z{o}o1lSSWKM0&M$S z$~&&M=7K$-yar-w!T#4V;6HtGU2gVOJ-UZsfvhmW|W7w}^ z{=@pOr1g+6oS)-0b|c!2i&>4AOc zeFwY9F?;i=X8(tMxw7xa8vx|-Yf7uyqaqi(oLC8%8%%bT#oAw}D^SUOfF zwH?-w8QB&~Bufk1VyS4!?`<*67t3#TMYFmtWOX$Vp1S@i$<@2aCa#hiop zad3TMnB_lTN9YwlTzW{6?I*uY?5tweu|M3eLH@qQpIf|CVl#jLrXl8Qrxj*b`T0y^ z&)A8F_lLu5XfKVu=iFFpuBOzP{J+sKr$TmVG{_(031RSWjOTx0-{AXdgyFmg^FfAPN#6{!`(=cIKIE4$ z&wswl1h@_}IL-6(9~SSs>a_NT_=fA{kHpCx-t?Tv^O>K)X_u@g902=6`hT8TwKFC% zPVpe==jXd8+m}g;_TR|Q&(<~GslR`4fBV%r&L)3CHRuodAq@BPP+o-je80j{2i$r- z4(LProBHQ;cXd~TdMoyC8aHLom0TmR57bYSo5a&&FGTly(O#MsNfbXja}4S&$WPPL ze@oB$X3FbP|KEdWj5*TF9rmO6{O?ImX59#00PzIr|6OGxKgYQm>RYJ4KYA;_E{ZrO z!_F)J3_9jGX7+5DAN&8=dE)hmUPj=*gwL23ZPr}G_uGHUdGV#rU>{|UqUowyzm=Jy?0JKJBe=UKdM zxwA|2m*Zkh$f?_)R|1Y6@KmBfzQv2lT`^5~i_$HL^e@Er#o8g>4`N@vW zOOxfZ7lRFIt=KeZtb;sesBFk--2^+8XV zy$KcK%Wr@672Quj{VDvkTHj-w6wA+qgxUF;P*Fnieemij5Fc?o#n&snEW!rJ98?m= z3n5|HFT4`@AHyJDlpnRjYTXXA^+c#NY2P)?jlmFa#rqqf((L<>`aUd`)4}{ns3dfk zw{+hI@)!GqP$?oiro%f4&Y!Zpv)$?dssG`v^QN23tN{6<{*@7fzEB@3_fFb*>WKc| z4f$u7?yCtIrtifv4DZ|0^Y^E$zBF~b;vk|&g)r^+glbYD-CRzWuzI~vZAy#Vkd}k6 zzd?G`BDA|qTh|xj6ON~LY_;Rt?d3o};nLemy#j9nMt;>0bAML*RWsg4xi`ckZ12$X zN0nKsFYt%Bqfy^Fxv!64zk~Ab=r>`c=^S?!KZTt%|9jHo>`$9l4E+`P1yOIhf&Go$t)iiY7F0TEwbATN237gb zAl?lU)7x$RgK3ZaMezgW({114bKkFMz>DqXQ#veo8f%j6TXkMkm>;IgSg%#Bn7O{LDW-$E88O z*xs{~PsGBOWT01^p9=}Yd8;^IWmv8l^BG~!Vb;rCCpbgCg7XuGdU|_2o3N&(!TzkJ z|Fb{M%CA-Z9G=1RC=bn7$+0cF#h{rE2%U}EE=*2<)BhJT#S`*yY zx@UKS{TDt@81#elvv#Uy2(^}XDAVb;ipO)U$lzgna@8T&Zff z>HjJjX7^nfX6L~StI+)yq1NAXGZhE+fcengdW~8%w0!3#(2s@K-U!2fV@O*J_Gr=$ zyJ3A&$odn;ELK%oqpzHEO?q(K+OjBzwPJsGWD+G$!n=S{=z>`~D`G#`-PXK6N^8Ys@Yx zfcos)FX(8#*KdfggbnxT9$k;g7fJ8h|_!tn@0yd=EnN8jMqACM2BeDsbBetGT89_D zfOhon{;HwDcW;Qk$Bh2lKkP@k%-&->zV*Kxk$=H`2CUCWU;kqBBKdjJJYOUX{)O}P zFVhOs-8x2=t;hNvg$YrCeE)BajW7{1qv{14dQ^_NSsHs}}W9gy6pCbub#k2i3{%*sT!!C)Wa^A_R2>DoJE zKX(NAA$v0{%r~Zi9_osx0MsAI| z7r%gip#BKMc-Y@?utCJRxmTgyjPZmp*gMW=_{nqYn*8bVZ;2lxo6F@rp5;S*59u`u zk)BoZSV5s!GC>?)7=AC2))s?&UD{%ZPvZT%&?sx8aq>9P_n}Z;Mwi3Aj|>l4~1 zVV=JdhIm8$f6qDEFWjBy8^%iYpT9KshVyRZ&v?j?U6y@oRO$YX(0Hi&oq2LEJFHX) z5Yt0gB~AKITin4->OfnpP$7AtEmjMXv~G)`9%;}H8xX&2{KZ(mV)KLk#QRr`jq3K%VFygA85;4D~7m`J;XZjqKVr zKz~Aqbke_xto4IV<()ylC_j_QJ68W1;tTa`9M43s=0)nSIk3N^_O$4evu?@p_-j%( z?LeQw$~=D=eDL7gopP6yS5kk|jhT)6w?@Nw;``A;hUt6U9CxSugtfa6eGIdF)3kPB zpv(2YJl>i%OmDGUY{&BxvvD)4CTe_w{SneXWau}`?xB+KJ#*xLi0etmHE|Dk{yZdL zY`A>+N64?K{dkGRLQ@ympW*Z763-6>J{Q#|P@d+Ng9R~uk0JhHJTU*5a@5501GiTT zqm~14+q`+avT$0nq&jkmY=81c!XPh{r$y%S)b)-67!T*O$m%sO?~@CUZ$ni!^iVpX z1@xl74t2;7JT^WK@fhVfbk2FDzaE(~0Yv}MP5q)e#xLdjv7z}7j+&o(3iRN7gu&i$ zzG0d#9<5TG2>U@?--a!c`!L`3H>@9+KN5y^e15oXW1n3NSL6VAsro7waI#PEvz zrHd9;%F%reAz`2w;lqW{)G1m%B~$pE3^~t-SNcR=kqxk!GLc$O~P=17gf3$yw3rPN~Ki%&Vj`p{)9^bPS z;yLCIqgS4*kvFe{_=)lyeNb(b!;9C@j`WT`F<{`pQ7ge-(LTmVr5@3VoC*Gd_An;z ziow`=HC|sB(>QFV_dN@+AJi9NXvgshL%xQ1tbxSJ-aEIj_jQD0N3Ff|!O#uXL!8gb zCcf|M<_Nz26NdaA{f{un7qPYVHhs04X*^z7+l|-T_kAz$gZ4of)*qaoFsxTNpY@8f zBPL31hWagymwaUGn@gsAe`uZdX~eL@NBMq>FpP)!3Sr3SFy7j@ZJ%J6wiBL5dE2DF z=+G2D3G{{W!sdRg)<}=8V6RAzt+LVTpzTwEUR+NJ!+M4KVAzl7wcY&w==+ADkgwo; zwvTrI8||&Y{g*JjkA(aahWZxbab^ySyd8VNc@yRbgxUGOkTBdQ!2D+1$9ZwG3vcrM z3}NnX<39f$RCQFJ=a1vfQa-Mexy;T3g%h^qzMT4B2>287LzvfpS$h!iXV-VljQM-x zfgkK|r#EXvQF8;2S9Sw$Y|zM_3-lmA48LahNadFuZ!Q7-Xs>pNVSS+f)V`gKpV*;S zfc6)N_ZT1S5X1X?Xb*O$?mj$wEEVh@>6uu)%6VsPHqayf-kXpx$P?v7SmIXu{@}l; zZ~J&Be>>aX(0`yf-q>F&e5hhj1o0H-n>5SZWyP0~V9%q)?Sy$g$}n3`2!s8!d!G9X z>rd}P2?>M$p#4uuUcI2;wh71w?RC=Q19|ss;($IJ&*6}o_i@SRP_IP(9e&PCk+Xjc z--E+;#~$%#&K@%a|3&^Br_LR!zdR7`M-q);P5>v<@9A6KgJvVYT z#0!kqgymTNPZ+-6jPp5LF7Nj7=?%~q(&Oy(O*PG6DbKH**F2v1rZO7nNB*2oYGqul z(B<)A@~&9NjCae}eN*9-@l}1~D~EwSqy7kUc}@wRxIHPd7{M>w z0^kqp8H9l!jNc4v5x;~Xzr=Xy;%xSO!n$|h&p5uz=H6$L1+Gx9!upp>R7S?gxUQT;naA~AG`JZfPR$M)GudD zZw=hdpLccqUDC6QJH#WThcM);IKJyD>yu*!NJ9S7Ppn_Uus_54C}GH-FkZ5D7t$YL z@TYd;fxO#cIA2HlT-V((md(4x^EcPfuaX}mVr2S|y-nLPu;9;{bl9)peA9%_r=GWK zhWZpfKP@{i{9wXGh#x2~!n~ftuqWwvy0t=9wdP@%567D>82M1jSb^tL(|6Z~_(jZw z`ZL<&jP82_zD@2ZsY3J32=18ac55x)KQm0aqJ+x~FePDc;wPEcB zP1AJt{R`o&s_tLBr?~=u$iG`mZjo$%7l@xIFT#Ah*#jaBRm{)YZD+gb0M%s*N1 zXVlLe-5(x#(N(a&z~|?<+I5t2+6?}P>XrdYs5Q9hf3|KOE=xcrCHA@RS$Se-O`gIqCl@;wz6QbAK@zqP#rQ#wZ?mvI^vd z>l?$Y{@@j^9&o0r2b?!!JR%JF3+9sy8&Uit4EYYmCx+R2OBm{HI3IhS?YF%?s96qr zUIFz!jHh0|Ywb?u_Tu_qIKd!qdDS4EKP-}q`Dr2X3-VF4w?zlvXHEVTp!}1tx2f(P z$!Cvwz1cgVdym7!0WkWZt$ye}%O?LPk|pU?Zh$)iT! z2m*T0-U#!2g<-b7de{0rj2wFq{0Z}QAB9)e@^gY9-sp+_lVMiRBFyV~ghBqOf1fj| zkI!sP275$*B@FW;e?HYibaO{FKs^-c_o?%1u2S9r_KfrS4pSOv;w}2V1U~OOFpo?VVxzzY?LZ``O0%DanfNWN*HK+p5ON9svJF|MI=L zO(rjN1Jv-uC!|(^@*T=j7LkdcS`mS>jC!>sJ(LLp!nX7@{C_U z&pn?W_0^Ltr1|}VA0Lq#>jVCV&-;BF8gjPpT#zTyw@l)}`ekXe!TyoIW&Kt+Otl#g z{*3%Ddoknrs#m>veQMdOqMbv(FMxQ9`)9&n?%*MKBf$P~et(rob%(o$@c8CGQbQ-kL{EZmS3igiU`5)`6Q4%{8-Y-G^{I6b2Of8?t^CSOjI$is0a)~KXf;YcJ*cVafJR~`aWI0tqb?}fFY5$$BdrK>*<6c-$DKYtU616 ze=`&AbD=#3tY0!CF!K(qXViY8)#utcA&++fwJNpoI~w3T5%YV7b%|cWaDIp51uhsl z$Ts;F*Kc6p*fQzZO<-@xA7QXx)JNcMsmh9%l^}n#XTtEl4viN*;n6IGG~f^8MUd4x zX|qXi-=5?fG39m54MAL=V8WKm(S2}Au7*HhMhn(TY^t6m*lGUvekHMA$fu%4kl2*Y}d z{;XCIh|) ziupRj-ei9a`;mUv+`W49`x(*u{6x>o2j^uY%Q^jP5CgwR&sv*$`8%3P@I6fIzjoH8 zQcvYNh?nTU4C}J~*v|8>wI9x?4<8<+%<9|0s>63)pR$7MGg#y7u&fhae0>ZSI60pT zdIS1Ie_C&;sXFVF71$g4_xck8bS=J-Cy{tMzp=0v^oLg6EO`^-Wq6 z4lLRU@<#jKaBl7O{m1zCbA%g*tCe)zzl)#$Z+tu9mT*rg)I0Hc!jKOk4hfuQ_&KdJ zjED9dvdPhJm4OrxgZn?ike{PHhn(qrr)hi<(1-RAaxqnE<<&a&KDaQ{d4ue|V})R^ zsK3w~E~PQQ#`F9vOy{S5=M$p;o5J`NW@;^Lb_wU_4PnD7p2dy-&G`>o64GpCP|4m0 z6ox&PFaGj92kZy!H>~BR{{g8-5I=Bz+cakNiS(oAAwIOje0`#Jhz~gbCfftn$G$g% zzaYParQAq9o8r%2P?#b5zA&y=o2`18G!4=Le?a@$?44-r9$yXhVZtkatcsf^IzL8z zhbImEsyOH+*I#&x$LL(+F|c32@wUw9V)f|b5q^HLB{9MHc2N!Vr}hUE#_W2&j^~?O zCso#*zaIhZsIRRKrq2Q%^#c1u`U$h|p9vYJ@1+X2&hMJLKcPG56US$m{=bE_bNO#g zXqpzQJ{{`+XfJ{UuY#tE@1S3tpD@sa_96Is+dX;yD89cG>JKpa?kETEGo!qP=3`f- z2JPqhv2fnS@wWnRf&WpvU#RJ?e{CcHgH(i~Eg&d>Q4p{oT8o@bD;}AMLO?9r?2Kui80DTX8&Q zIECilvBveb)-Wr$e~I+&)KieYAL0n{fN;h9LluFuLEcE;t`Ot-l0MIQeA^|IUDGHx z0OBe3-<6oJ^wD5Qh8#;{##Yh3)(Ec(&{6h=#&(dF=bW!rc}F3bd78!TcBx z8D{r`2($ay!rjw<`=^Xr0_WiHPplwo;McDmoUg5{XJ?;1MMp+JpPXNw7&{${}6S=WAM_?qWw6^JL-PD)bPp%uwUedFtj5-teu^w zMSXQ%lXF^|x9{oRk|`g22I3QrM;QJe1?_py7#-y!7t`VUlX_zM2}3@C>p5YFUt`<0 zgM7@|V(=e>cG!>hNAx_zH>979zl`W74Dlc3!P?KZ$FP2)zSwvy|KH{kySOR;h6gGn?pyh2YbZ+ z`}%|hPd(v>(Fv@(~{1jd>8HK(8lWt(Ic$D-*LXfa@Rf1-qMn1``^PAg~#1j-U0hT zc^`h|d1}UlKJYy9dqgYD{`&Sh*bgI4R0!yLFYxM6Z6@Vg%Quo z9**VxQ|y#aDy@IT>kTRP+lC!VJ`C#}+E>b?v^O`uh`!&1_Mb8<^y-g&OQC*`>s88J z6(>iFs}S#zKf(|%k-n6hmrl;COXuqeVbB-0r*_!1XGFgaP@l*7Qj^Lq7uV)MeIE5m z82Cm0Qd1x18O>Y4^Oe+xR&R6OeBk%_)0CWx_IELp)1vXxx^KOg^f^TCG2OpPGu`pR zWSb$JXQDr*`NYc=Mge?!rcB@ zJBz2MKTa9fu~P-?&yb$e-#(vS)MO0t0qrT>GXCrx; z2*dt{+Sg9o9c`n^<6k;q7Jt%j4KJuS?g{G;>OUhlT_D|A^u8~~lXF^g_5FT-1O1~s z&KaFn+!S#K)_>&xoPDm>sHgf6-w5wrkn<|VLgqMo9x?ZqbMe=uhlI4idW!lW%;kCR zNWxG19eIGU{rtDUB{~h7pg$ZxQ)TVCq_kXV8R9Rq=Z@)14L(A?iTyKU6XpMuEoI+F z7G|afCHj}B1O52?h3G;>#rs1co}#@lTuI|)DeF|fo_v7k2U+?LQr4~Y<@9E)bm`pW zupagUDBrBDD~6dV1%kc^AI%*SWO9J(JBu)j9~TFjA2{?!1N4pZzF4$j%$(u;`-Z}7 z%|ff8UV*TG#r+y#zFuVOTr%+O-3^nFp`CH3!axM{%Z*nG`z2k( z>kVP>m&I+dLV|>QTMY5fwJnDHR;Mk7{Xgo9#^d!*Hhw1Qi(ytDx!hqxev|V@uxHdK zVR(O*@K~MEo_C)poTBkBztB`!X5Wd|9|(gzBLA0P2Tz={e-rnQEAF!OPr?R4JIbFh zUoQ#s`|?+Zypvl$brZMWoWWhzjyb&-;v4!)&iOg+dxneNM?`t%+)^?#-KWLvBj>Hh zqE-4)kRRcG=~~C`NXO{f&1Hyb$QFoZ2Lfc3!lHK5g5PfU@XK}l`az~jqp6QhwicjaMy zLH*voJ$iIXbPv8?y8UOulV2aSpYf!e{oX?$#l_>KB!?JS?X`_OTh zWuGM2zu@}GFk2r81OG_hJ)i&M>bm2x{=T?9G8;r1B&k#qDKx00LVL+*&>&i*%$D*z zR*EDcO{pkKqP=%Xl!nkQijYyt?>x^r_kQd5=lgZ<=iYPAzVmanW~rka=r6W+=Sa7m zp-0tWK11ct-#D2|c<}kn9mK#7)Wl=cj5B7D`hX7c|D!)j}iuXVS9ITSE>}~ z>4Seq{@;D-)4%G?a;T5x_ktcQSBaYl@dW9)clPnJTY=^5{pRp{UlQMG?pXr!6YT%K z;EQ9GjRN;q4>~*^)m$77>qmHBj4<#E=Vz?^9qB(|*bhZ}d|)-nzTKGKkk27K5BzR_ z`P3jfFNpmS2Ktdc!k`a0o`;%!9>)G&4j9V`!}tjI(RaSy`x?Xps!!N~`g^$RQvMyo zT3DY!eSWm}a8vSxbMRgb`qRR$RSzcY3kLopeT4(M{oXW21N_5gu|5$7`Qmv3hAYUQ z6^0LScg*|)@fr1*Fq}t3`U-1fKMZpFz}NE#1HZAq#~beHw@yz3exrYWd`1vgP@4(+ z*~lM;>3`ATgyDPir$sK+y(bmKK|I0n6>Ty$n?EfG<}cVDVQ3%yQ&Illj&{3axIZtR z-y<k=nAuYuz&uDSljv~oN5 z2PJ1tb~9S(1^yeyTk=HmPQvw2XpeBqe4YIc$6);#>3?dRK0`yxN0qH-K8?62r$68i z{7)0xe|qnVbfb?Fj0f%a*@$78+Ip?9zK!yKW_vY#L1!J%57gIZ>({n4v_1fPLw$VK zFmr4#OHRef=R`62R`Fyxp2VDA5@oabw$!pz!(X9s{k zMtVx$ce}i0kq@5_Jl{L^-n*CCpl?|I;%xYo@Od|QIbom=%U{~P-}qx{KAiW$@xNTw zGthG2TTotH&m#=|!PJD<$T+5PL6&wq`dwyPcZLuwDP1UtX^vhLjJB1Zw_2PltM zbH5E8vhoVhgYtSce}?H9*H7|F^!=*^b_bsu>wrEOitUAAwm(f6_=oZ$EbBr3v`n=& zXJ?q`{cG&6Y*gAxi@J$0KOj79rTw?ec-a5I{H+Wz{I3Y*QC57{tup%<_z%p#%bwQU znj_Pq@SO4yhUGE`lpBOI*^Y~Dqw(9wzDAE6c(f?FRkIJ7gED7uZ;}^sCDIOAr_W_W9 ztlXaDQJHKQbw+ax=p&UQhIoklqjJzMs`txS_FqcouF2nsy)Q>ljQ)&ih*8~6Xd?>>UDPAzVjO0le?nk5kzS)1c z_X|%WI3GamJ;@$F+AJE@JBXg&m3|#RujczJZ#!2^kaZml`spOrKf*Bnv43OGciiu$ za`+zk!|ErIyb1ID28P*rPKMd~%iB>?-4+|Fg1+MV&D)h)JG|8WVZM(1d3$#7mZ_2P zARiph+luw?Tt>F={F!04fAG$1)qy$M!I0nJdAN7es*S%)j8X9>`Mp~Z)a_$?(R-Ju zU+?aCdATIlaeIAN>JZvR;wJC|`+wiwaD3X6u0S8k_kE$IK|{4Jlp{aizwS0oexxYB zr~2i0-VD9)Lt2yi`=AlJ|9IDvAWzKaKj@6DTHbCQod3e{d>GdK(e<9)Ulv3sxa=WO-?Mt}Qhx_@gwA8i;f_Wvn1s95*va`r#6@K49v z$L&*!AocmKH6!FmGP!{^lJ zRck+a^ZiW1z#shni;bsyrw%!={)4z`O0LrBZg~)2kbhN6b2RRhU*Y+4)epa~i(+#4 z{DUy)AAVmgv3qsNwK-t_sDFgP|DZgpEmv!FI_C=KGtnNZiwnZMHopRSBYy}>`A~ab zM=9$&M$QNSg5_U*yf)o976I`Vzb6d*M*l#V`?GJ|=6 zhV>xSpKtqBc5mFe9^yU9k1+3_m9zcrZ|8g~-rqP5`hxl5w^!QsF~(EiybjtUVW~Kx zzh=$kv+4%zC923j)I`iVSwG+x=pXX0w!5rnedpT{FOa_48B*sHW@)HekUVOW78}9y z?R-A>-E(j4j-X=pzHj*VKc^f96)uN-0_9iNc_*0?>+lP3DD@@V1n~y_HviztlcqdS5BL?naXFt~dODOW}1@o###{5&e%0;~Qc5jtn>EjA^^r z2Js?5{V8GauNaT(=S@%D*V&EhQ~eF&;ZrgKAwR|SfcnxJBdN;e z@I8*N;poz${GKDXx&ITIpM$iQ$JoT zeW=x=4)g=tZ|r@=N9g*H?>7?W@t!b0Z`9P`&~3{OOF+J;?@iG*5qFgm`FX3RTBUQh zG9u(ROX!OE(QGt+_|G9BD(wDw^MpDtpP~f7D8J^-yB)_`Yd}7Z_D&e`ALM`YR@GTM zTnZt7{};3SCsYpc2*<-P+utV)>nq6L=ENOS_9c#k@e@9|xbw=IuP|P;zZPYM>aZ1c z+@BKW^C`mMpU@s!dX%l-pmLg@S0N1f0hNa}NsP^F2KsUS(?Yl_$%`<^AN>(4XX7LM zUwZ=o_YVj0|F4Drob=4RF`xnH!S4x!ejz^@uA=e&Oj~R)^^YUeM}87k7)<4@;dO^) zdUOJL;CVd4e0`r`wtv%_JicvX-axKTzh#a!Tv1L0|Bmwgt$n?>PG>2|e+lcGDcMhv z1N}jH{WkCAvuEBksUqtC_h`!#`*m&keWc%|V+L#pQic0JC?CRnKJjPZRfW@v*TMhd z`UqiIPsaY*)bi4f-QN!J3cn`|@dov`ZDiNC_M=7by&?bFY}&GVuP}#rh5FGJ=#cwG z?l9CR94~q1n~&)II`q$N>Gpcz2Ib7Z3nVOR-49t*!+xr`zCdDJ%R?Yh z(zK`cy%6Gq*k1`GTE{&wByDPLWUQZE7M$M~jzF-IbM9eRNj?tb^m#T;}fu(z72rlqxsC`G;pB z`(zmAe+~cOEc_oQD+m8m`FA<^-3FZhW$W)kRQ_32_I&CYY*}j$7g{|PtW5{CKo^+ zST3{5Me9mPFSdRzV3^(?WtinF48#0btZxEY$+9z@)|`O#f5JUJy(}#>lYdJ5k{wp2 zXkhXi{?3W=lHCwfcqpYkn@&%#u(?Mn$BY1fE%r|WxtPTg&26#3FR^`aO#Xx8D)bi|Gk(h5>2ml@zdNvA zMD0IybS-ea2jfR9zgtdW;pi5~U&Z;AKtcLw>ExUu zSI>2IEhizr75gs%VdifH3T+i1rXLWk=OX_U)m)@c1xZ8u*dJjSKiZF?y`p)*5-Gqq zenp>8CN>ZKnEw|j9=>?Mq2w0KSFyi#S`u$oK6nlGh~sOwJ@qX~XU|q5Px7+eN zLsjbt#0!)!VV2Jd+U>}a={$BQ%-5;Bx^$q<;)`$|klIHK@c`wcq}zQ)yDg6(e&BeN zJ~&AZ8#WZ|5wUW+vtIE;rV(^&){vkdK;bXdkv7 z%`n(Ewx^QmZxFjch2?Vsm6z8CP3m}^t=|b$m8YJw(jE!%2bsK6Nl&@PN%X1cZT~V*f8tEAKL`YGXGAT8|Q_+iblu zeTV41LTpccVneHoc@&%<&=<>>FzA;!J_^)BW8JdeTnBovKlME$57_Ov5Ag@-RnNMp zvH6M#i^l@>f4dn9!Su^Zt=74r=9^lC|`yniN214a}hzIR_wf&fZ@fYKb`JBIuUu)o~`EzGzO1p zC@~ENdluhs7HEv@Kf5;S3+Io9$28fZL@A&T$4?mSiEy4=(U$tfU@tgcjgO=JwjZ%# z`Itacz2UJ}+kLPH@%))#nBOA*H1#|!4nHg5@k`VHp2gZOnxM~UznXF0$`Ot;xIJs8 zEJwp>PYAR( z%(nMy`4B-D zn}WH`11(e=h`(KqKWe{Yi|D*0j;G6Ib?eKL-=IC@x6Wbt>op(w|EvT$dFC!7XRlG9 z^BRJ#hQB6S+cbcFp#5|+|EknHdotKN;_eoM6}w$5g7}K<_wewkm^DJQ|BLPSxcxMF z$C}@8KLy95H(+kRho4>H{TXq7EFcW}A)Ze$%=KMwX1C7Wj&uZlL;etE^Fx8&hW=}8 zf-XY7DPCXWSfBCJMRd|5c#3X-7ftY$xD{IKN{U@(Yv?m9zB?fu5kSvM6*R zj8B|@G7R=d^)Fu;0ZO{OnuN|I)Dko`YXJc=~$= z?q7ShMoyS&@I#sID+=`WWM<5%S;*s^{)FX+&Qw*x{cvnwzb&~;*;)(q3GJ;{_acSR zZEL`OP#(Pozr0y(xtHeyy(&Iw?O7!He+qt2nEO|QafgD>bd;2uO7b-*IDXh}d8V`m z$+~(c62z)AJ&i^(>FDcn8`U*6EV zZJfZ~mlX6V9Q7^J;~MN=BR~2)-eQ(eeVUKI&#Qu=4-zxD|0E3g2Fk1NgpPG`heY>} z2`4{TGO#Qa@_VGO@6RB=hbmj(|A)v=Bd2e3wAG~8{;q&9mxobUir18ON!&jeMW3Cn zy7@ck2h!I+EX1ZEvN!xc1@)aUtY=dB^$YS*g`)Eh;`KYh0J&$MQtFkt{tf7PqWMQs zJX=o{40t!#`}(S*5*vx$fqM$x#&&Px{=hig{l=}AqWcWkzVYvATh25Y@$nCulQOYz z>vf(l4f;0c%=10Q%5=V3U~){~>1=2)%qK8^Ck*z2@oVt#qa*Hq)|M+F{+Mpu^<&Jq z(XfAx^-UwfQ&-uBfPBU0YXpSBzKzB4moVhF1OCQfKbY^Z`bYo8pzqkfX?pA9q`8aQ zO4Pe|WTyTQgSxnq?- z)A)wQ4(wWWUlzuT;~!erv3N@S3W!fg|1i6A&0!r^!uc5S`jmh$oM%LS66W#A;_TB8 zgT2e(y#)N;qHx8amh(X%Z*1SPqq?g^?gAJuVW&?`ojdqJImTzp(?zK-RwzI`?j;@% z!{y|E8K(b}2nd6{q5mNa^7<8&%^&QCHvG$mK5QhCD)CX377sHo+%q-os z82n#vF}+sZP7Z6XSAy|iydw-4k8rQwU=s)TZZ_!=|!}$Z`m(`7@ zN33Qo;_+j+Y3{S*gOVZMVZ0rl(I!>1>maO8V7wZkQnc^rpLgKj(VsEQ;>8Hd?)v^l zFBQL$evFuQ!=~?H{(k`hVTEWaAE|ZG<@$+8w*Md?%=6ii%gQ#C?6uPQo)v=K8qdcvhTudw4%9ZK-w!pe! zd0O;`%k2D?z((HEDSyQ?DY`!{uyI(oK=*(>J0Bsi32gq@-$V321>~pAhMabn-fjc= zqCOMm`fRiPl9$I$(ftebzYNp=Rs;;!kUt^}^L3OTVK{$*@sO3X`6I)0e-PTM>8N1q z0P_i=FL$MW;Km8C{zdrKX2mq8kr4lp-qHKk`%BM$2KCWDGVJ+pIUg@8r}H0z(GSXJ zyf&T(<3;~4y4Wwhv++jIXIy_6b5`$ILVP^fBlbV0dD6(=3Rdl&lD-j!_VN3%jW^QA z-Vptt9_!nx%=tdirxia@5jwc@^y9* z?H6Ib#xULY6%YpgqJE9rnKX4{E?>(Y|z^U)foYdu*JO z1N5UmuygGzr_psP_!Fdmyz?+cg@I>em8kvk``tRFo=t=Gbmaf|X3hNlr>4XH8MZ&M zLv!+xstu5@pg*(kZEtMcXu$blKdbNgB&B+=Z;U7QK@Yox9o7JUF;2`6!r`g`4`&LB!!H(sXMK~|6qPdnEUfdYRfv#byMc+ zv6FPZjdQp$My`>@Gil(cH@8g#pnV+wq$z!`P72qD@op3IpW$T^hJRy-*J%G#&es=N zeJ8R%!XQ7icZTV`Ujf5(eoHW^yeiJRi|G9ajNgQzeVo5CO#7v*K3~6L}O*Asmrn~h6TAnycFN>6A%Xf{%`r4 ze=+C-j&EvgK-e0igMiVVr`Gqae$rEeoi`RtJ2^cz{rXXMK9=L@RDb%OvCYGRwt;@4 zy%J{oUjo7~pF(=3p9x89>V5;_-E=WO2!lSOelr|N{$l!#z^;q(?G;v0Je*;=CM#>! zcgTOSy&2mBE{%_G&;8qsB*meRD)vBrE52VVAPnO}|3Mh~LwOShdeA=D_w>FR`<};( z8GHL}nx5Vh><8sN<7k5PR(Ap1N2c}&Gk(rE@g%UO&uFNR_CXl(BkGUJmk~c%eJ8>* zr==ZP@}MJMza-4%H7jX;{0-wGg)bz}IZ}&V8~jA;>1e-%!Jbh*gh5|1-Z4z)2?T_} z-y(k*X6u`CwtosZG0cd^t2wVyC;r~E4(j9hog`kKdpX1a#*6yoq*^oPcc*h89~{5a zsQl%_<79yU=pPBg`APa7%Xz-#uR3aMI*N~pM&sHt{6J`VP0M{1@gS>J4gn2&btoCMq>EN^MzKg)w{fMbr zcW2m7K>j(0=bjuQHwoUSL49);bk_ZIVKuZrR%}0ndAxT%ZxoohyHUCu(c@x!bw^#} zCZHGlC(P%=F7J*^%w44e{6=}WPG3BI_v0ThUd*ptSGnx>^X|;o16*THEool*70yTF zcnS0T&Gm5OxZLN9A^u^0@A{%4%%?{^$OFgY)_dzUrZh^&mcA{rOUzGShEO0{un(Bn0M2LDqarOO31pjdwxeN`39y z7SKQPhcNVy?Jv~MyXm=Y0>}gTNf`74+h5qb)8`Xe%b`AwhcNID^_5|^pS5uEpBb%l zJi-6d_gly5=neFe_{DH+m9a@dZ-`G+{!A)RZM`q7ha>$9-ws@$eDNO44-va7IOm_W z+TAXV>brYYPX1sP0r?Ed%l*XIrv=L!KtGTk_x#h29-&)dzZ|iL)(;i?4V_f_(f1y) zp*JTiyCIb%IZUjNgrWYazcI|$rv8Id@c(iGR==yn_`l1cf9t<7=h7 zL53HQzAaf9?Xcr~5by)z+ft1`UoT|r1%9DEES)0T_`Gxr_zRTZQrGNfa{V*q+4>Q~ zv#7r3c~AehYt10uCyMz?82B^iZw&K=p?_oWA6jDUrK>Yh_q-9zU(kPgIjdwgY0{ad z%LLw&bKU(yUcq>=Kf>I<5oY&M1>Q~14{S~dg!M@5&u6rw{@(Sw;d{dKYwk2g%Yc0o z7O0%CTe21Qw~?PdI~<0NS$LkkuPX4l^=p&f;|4fSB)%`eFxVsNBb9Ui#c&Pj7h%vR zYX5E6^{lTBFyF=ef4SDzp-v^eV1A12F--3v2pFdOkb)Jf%PwfF{{Z~!DV7Ie&}Y;i zhUvW(!HUox>ukShvG(KvK!C;{azm%*#2M;@B`xuVX!}J-|w@Tqe=Q5;NL&^zw$rB1Ntd@z3AZy_KETfhc z4eJpo@4!C0E3{{ikd2}K0*wx3{j3-P^64eEkHEpVJ*Hin&h0O7+;XqMC1*gtFkd1J z_Ko>p;G_xjmaN?k{vGKLn!RXx(i_qL7O=mddA?1C-?X89lyA_h$jhD9mves~d_L4f zc~>Ls&tZA+?{jCJULOH|pnVgD`5g8a;%KLOdh%@0hecv~LtLd}Z~3Hf`4a|zjr4@9 zIJJISLIBkF#`=h1{blms82az|4^E}{LEl3>!+64QIq`#Gx=$hq2^d;B?TH-3d-PX? zxxXR|@d@P_a?ox4*=GX29}#l#mHYPqUpViJ`WWi^@XCYZLt(!Z`5C%<(N*irY?#j@ zze2yYie3(SZ|+u{(fKz@E`rf`kCis>{ofheJcEZ{nafe#~e8b{siOS`d@A_ zmfv5%_>o@1ARnZU;km?5!kpjhf6Ldk_RZw{*&rWnuWfV-)&o#q7^eHHf(@%(y@F@$ zfcS#+5{CA$Kf>I8S$%rXf`3o%EeJNGn0rj`=To!RmNBAmdgKKt4PiL;V(HW=quF~* zg3WgVAKLz23HdC_CrrK2S^G~U{BINK4?8s0C#=v9>>ue3YkIig=YuBj7kFNU;Ubdv z7XAH4O5Te8=Yag)VtIA&@7PD+A27e&;t(hA_GLbw&uno!KVpJZInYn_i?^Ay{IZ4m zeZ}^%)hzs7zxq<}_t^hd`$f8?sr^9SnC~!LMf>{K=2`b z=X{y8eHovh3Nw=(&xrp=gYt^de{M9lvKsEk5T2p5D6~KV{3psUa(Zy?l-HL*pHMzg z6DB0S?ym^^!u>JAJl|!Q-fIyM27SZ!qE>jq+I|-B1IHKbG_|nSK{TJm{FyM=E81tY zle28Ug`)E;XkUb3eAr%e)Tv_!I)`)rAH8khftT}=`1)M*&hK(3P49qz$MHp{PWzl? zdR0Y8`W1bqSH+3pWipWxX<~j7hW#e=Co#kAA|Kpb2mS=Vk7;|_@m6q?jJAZXxc;^Y z_qDgkedqbYwiUMz%h3Hp!S)$n zWrn6d1%H9^Bh1IU{gChdRUc17`>20AB-FnDJlqH9MSkwEdz0J$us5uaAiX>0WL!Bo za3GI2af^K8x@7->{Z1^8mwKo1Y{o~`ucY7cdKSm+?$^WjNMHOQQ~&e#mqUGw2ZTYM zIKFthSJk(a`Tslxgdu*SzQoV_+N1QA6~sfdpZKVGSv?gq`T9}(>BDRL+&kNj&41$` zp4=;EsR8_={t?6YvAvz zYf#c!71ucMzsN7baGnwU->x}lu2$FIf$yt`Z24`TzcI}6=DaTJp>uQ)Uv^zP=2Ya?mvis77Y2Gp_o4m zv-~}E%lL7Y{gQdUv)5>z^fZ@`FrUQr5yCKELw`>g&Szr0WaZ0fe5{<^M_}djKMTR$ zotAQSr3KI*`UAq;f9y?~(r@NDQM^I^?0vj-wSru!q7liHF!#4S5rSAXE~c;C#h zXR}Qs)c#O=`>xl9^h*@oH$i#tYuz`}exMe&55n9&_AgqtcR-jP#4qIM0j;WOEd>Gm z`vcSB)-N1zmG5^RSTe0)_pYZhOx_1_8@+42C-C+UPH6u9^UoUiUSBM4!tB1A;NZrw zCQ8G`@%;e8P#^W>V9HIM%X8FVJq5>qFe7Jb)T$0JU&Q!z@Z@-FNxOKMpW^rq-W=o_ zZ)3sjH|2(ifqd4W$R)zDh{(#?Sl=t```&zV~h4`px*!Por8o)mj_C0Si z&A9^jkNiAJ_#V-Fv@$=|_Rn<~59<4|z7-PAOV9H4k7I{aE_4j)Au&zzgP0$L!9StA z7@kY|NEq@He<;wM1Iq4E#pFegxqHRql1Fm1k`;1vXUpb2V)8iIW_9v18 zK;M!7nR17u6HeE|dJpn9Q~mUrOgRG{-!kX#@bN8k1OA{qGZ!|muR9P8{6=~*+Ya?P z^lBC7f0o{)oz=ZX{}aUck~Mhk!3x_4TtBm>RH^%?NP<2fKeLv+4;(k#8vH-uJRgh6 z;fMJCPge8oW2vh~fc&xigv)%ziS2|yAL5f4iC+!-Y=QY9(wA*epIlVt1M#k#n7@QU z9_XJK?n?6!!Vteup4n#=KczQigTF@o$UX}%TD%gyXNlt>%=2@?U?2a~hxN>VFpLN3 z&C%S@Sa;k7#*6xqvvgYdjq-lV?EF&B%}pv6zoPkgPc^UHzWMZ7kRRr|r`@7+-0n{V zeZhQ;VF!v2x!rr)mJ~>VJh1=V5l!lGyG8d`kw3ZHgJu>F$%puc@q{qcNBOgI`v0*Y z_jU8-^(%F_yw8MbB##wbh4okLpD@Hf9N(GNzyy=ML6Bb|zX-#81LgFKMlyy(3xI_);Vd8gEyludy8*neJi`FqpIr!b$4!S;Ukl?dyn#@7qZT79W;S1|$qhxS33%j4|0-(^86 zYakvXKhOGZ8$K~dh1<*7c-4h%Tf-qgK>6lNzui+`B08Uk`b8M}LwfRMB{u~KwE6ll zVW>~#6D)&|_K*Yn!SUul$u5-pQy}%2=HrAxAJ85druTmY`Nb9T*Sd59d!+VWm$X^l zl!g2U=`YxDBY){b2ktKlVpHP0`^3R`u|8qGA5f5XVeiqChG1`~KZN;wr{Imn2gOuH zZodUT&5yh=eGmIj$d7YAd0ibk_k{S5?VsB)T{&dyfA{Ckor?B63d&FKas}$8N$kM zrOf^=2m5{WH->n1`fm*OKl>lt>t77^h5LEbzG?;e8`dAaza}{E?s`dcz#Z`4Xg}u{ z-|y+vCr*Ab!@f5ZycY#<`JaCr)1!WH4$RMxKZL=5(D;kbSjVpxy|0JzIsdsZ+HOn% zUmv{CbHk>!@0>b~bALXR6cXNBVPk{7Z*xtUe)nO03SAg$wQ;VYo8NY6#7W6eID;`n;XMa9@=b7TI0F~P-^ogUk-Edly*ycbu;OkUV| z7@r?p+*hc-*PtW3FGA({--NM){lR`PKfH(-);H0f8D{aB;b$~H!aV*F=JWGQ62C1Bf2P@IDRtlgp-Z`suTp z*?Xk|!rVVH%;u|?*LvTdq7(!Af$^Cz(2MJrth|QuJyyP-{4*3X6fAZ{*?=M1y;yDNQEW-dw}1M_vH|B7wbW4+%fKt6!_dBtCEk5a!`;Qw%akubE6 z=YbKqsKp)1NYnk@n7v~R9a3cM>cHVUN=*R@H zKh($T7Hf|EoL2|)5tQfkF}G$XKAH;lhu;(C`N;L#_$`#Anv)#(#KG7~MkdOcVQ1ghD zY8tSAkN)g_vH$y@Pc}*3;{V$bJm~hL{e(M1;rtHDpJ8^t_d&>m4Le3e9eeeBb2C0P%-9b*4MSYn!V+TU2}rR2)LvE*FI$$w+8hi!jj zupi97s6FssnEw$5exZJ{a+c4q{@HoyhXGfe)_!P$d=dHgFl7JQTYYsvUy*+gw+Rel zwavl58DRf}mr}f=a#(Ntr#{3#!nbCQ(9G!u@fqoRq}Vv<$H8I1AJo@J4z)EMQs(gW z-A8GcvK5Z*1^FZY9_3kfIM%KN-UGz;3MU>tUw2?2tXJar3TGOx_1zT3?-vxte7>?o zelzz+kBx6O?Fmi?eL#Qzc-TX$>mCYx{#KN^K(D^Z6Z99yUvy#9wkYEn+@1*oz1V-z z>-X!8TOWe|MEZ(;UP(Qe4gb5K_Me=TN~^4%2lf5M{2~nfqr4bq@u2uj>?=X249`yq zLw#(&_`VF&7uFxV^7PngH&;+u{RFLcfS!%eNbZG6}9{GjChq^%iU zo^$;n%;&#^A%8`Fmox{h4cjbwzYFc5q|M~jgf&T!FJS+K;l3L3>*@RqKig}b&_4PD z!Vr(KJ}YPY#jKp2cYC_z@O%5_3$UJv{XN}K=``x~dEhVF>(d?mY=XKfLcGWJpLLl3 zbl1S%z)#dK!u)*TGq;Lkmu=jDA4uP`IFCrbK`JnRLV8LK0^7fN<_qh=s4u1Od&L^w zT>$dH^5@2%M}92mz}~kK5a#;B%2__ma254On8*9)_LJ|x3=Ym8qP(AbM2|?=6eQQ4 z`hOnkCM`MB4%)}@Jl~q#@BH{UxhHg<^LeE6jOXhV;C+77FT!vi68S-x$6La%-$VVy zoys&jCc*jf{99Xn)pyZ(Sme(Or%y)pI-B_V%!}|_ITpuWaR2b)yZ^y~wZnM6`f{<$ z5!pSW_k2-b2y_0uQk?POr*k3r1LWr`mtkL@nC^xDUt)i+g4dlJ+D%nZ>VfKCG&#zhs%7kT_bj6fj#5+%hoO^a|(Cj^SQEh8U8KC8sLwRAB4f5 zVSfytB7G_gc%obFF;L!!=qrnUu6SP%0`yY-6T9A3ght5F|IP(vh`BwKoz!hRGqY6T ztAwuD{t3hTDwuDTm1u-{ZfFAkh3%Cq1@{a)D0)8-rV@JLo@TTg*VPWG3un*+No5r^W8c!?v z{PnGyY^R;Qyucse{w%}nJ|AI-ALt(lgFX`ubWfe-p9Av5@xMh3{sifJH)8sN_%Daq z{}cu99^Uo86&5A;hV+>*!BjZ_(G9T(W?lcz%LmPvRHDZ2Szf{QiTs z+~U;qr@$|q|9@Dur0A)|749EDJlZkcTuwBfL-~AEDLwOOaVW$~xP6FdyHSuiYI!9!voLi}I_Ij(WO2 ztRv{>0P**Pf!`S43B&vi+hgVNG@hzn+Lgzodcb-z^0UfNBhjq&1^CD9*dE~`nm<+b z4_}@f-=q>k@v~~C={dz~QDC1qUnR`#fnj!^h+!7bs{B8WNU~@E|3v-2IWJ|aE&87* z^1JF|Ps>417r=XCC@+TDdB5sKZidgo!hxSSzUrJ!Ryk`^*n4$?uh-Sxf=;c0`3d^# zub+2ZUg8+4T0#90=K1_L!~5x#UJc+Mus*}=eATy+JC$r5qTzi|^cUa8Cp~pMJ%sDq zw_7zb6T1!seL{M^H9YrT^;{m-Gf<8jT9g)=7V zbOw7zdm{|@HIN@Q6Zd}kcIh|IXKNPZXPJ5rg!LrkU(HgFw77(s@csq%PnhT9gu(u) zKdjH^Q#Dx=Husn!`adm}*Gl|M>^JZm?4M%$wR+F=U8WTB{Jd76zh~#~{vdxUe_`3f zy-M^y7R28tFPod@Ig7{lx}mSf-99Y``=i)CVfKFvLEW-3udDn;|Bpv`*FC=^J$zCw zzb{*FBx{|tW;=`@^{w97bYHluGmNLRSYHW4K85Ww%;ppIZ6)=us)}KJ=nonc?XUN~ zzC+?I=`&$i|3H2>3>x$ThxF#cO?|71?`D z4TRbGf`+Iq5f8WAg8bV|JRXLh(0(MtEPo{o^di3q!~6%w&oFzBhJDZ0FMi1WaQ@&| z1^SBe`k|h8*nfKmxZgs!qqRfY$dSNbT#x)Qcfqk2?Utw*vGRGkCnkNp5B7)p{lo8g zex!3g?B8JjKaQ0zp7>go)AQrOy~d1iZN9$TXq5G-#_R<@Kg_Tn@vCvI_Rq$K}hVN0|n)7@vT#ixz|Bd$B{2@m9*5}Kh?>Iife0{V< zbx6grgW3Fjk)IM7z)^7aO}e}(z%&sEP%>oR>If57&C4f&=qH^U#~ zhx}oTj#&sjg9X6Zw8nYrjdq%+6b}{|yOR!{y{RtBc-y!}Yb+ zm(3HbJR9L_?C*E#qP5ed1GvBZW2BvUZ?!Fq5Bnz!`iK1Zv$kZb&3;?(AGn^#a01ys zVYvT*@?@Ca7ZniZ>pcv!`{1m;J@J>7v;E?>GSe}7ktwQ6G2ex4vu1nwVI4qU#qt+Q z4AFbGOXUE_OME|-Vc0Jb-;ZM$@?)|8;F#!R81~=9{9zd8$6|R4B}Q5g*t2OM+{d8) zVjtOb?lBA6r}CG(l5Ec`1bd?I3DbN;DDioL?ASIFuotm?3MHxsnq2&m1NMpaC6#`) z-q(l+eHQauC}}eL$c*57?0@k>NvH6(ZKV~UFK!}zW*EjR&i@&Pd{&$fF%0oSY_ALh z{|T?_Wk1oq6z13B`L|F~;Q!i6trp}<^lW=Pv+x#we@iI&adJl97=5{4G=8bA+b1@? z8U*@^?J-R2EkbFjmoxX~NI`qO#q<&edd2>Wl>@(#f6}(;&H2~bn12>Zdkhvlwps?~ zy$$et#NdC#{(zN(zM?!>ecCVJ<+T35aTMB*P&%|Iw6{=np9%RbUFdV{%)M&x7lc2Q zCD=B!!u}-TALF|kORj|T%Q#+{@H4yLbxwuz4}`1rgB1p*v3y1-XBm+@&eRz40kORb z<-97+>u%%!LleraGpx!CS_%0b@>}l1Lff#{nehK`91mfT7k)1vn4&Q`Wk1AUv3&~V zTd$SRyY>Y5FZL%wh4w%64j6dB`AU?h!p#10D(*L7e;N6!u-xluooQ##PaKcJhn=bF z$wS$Dc0$E&>n2C`90~aYmMcz?Qi!Y8VCNNtgh4)3zIL90O>ZlunMA*0c*VNx<9|S& zXkUuaJqv^G-+}!M9G~LrSv^)8-i7sq!D4w5R?H>+WjLAWSF981lDFMq9grXLqun08tNylk;XD(LSE*-V#LA7=m_HXP&68Kq*=_*yODcbV zu%~0dCAOX*RI0tXrEPF4_-~|F+1)XFM}95DTeMf@rEZNDZdq`CMI29rgdyHheJqD~ zfc#Mo3OcN$(Z=#2Az_xUF%0|FR6nfJ`hArw$dlS@9#j$_`3v43LaZV@amU+TwBLy1 zRkgF0Q#O0Y@;RZZV4%=&=x-Lkg{lwCe($(&1mc0GnBRm!{w9B8s88*EjH&FMe1Odt zglevp{#Ul&WA70$%;E#Xz<=bYdTem&;+fys`l669mzVnPNFV*w2#|-Kxc~MBo<>3& z(RokwSA^Mmfw28Nb5n)%vn(GHwqG=1VnE?#7LSDOYu|iGy0K329Py`po1#x!Y+uL+ zkzWiCB>D&g|B&7e2Y-BC)ZPf@Z{m0*?C7_$=jTs%*nMGPCx!Ik8y|@7U!i~1u-$m= z%=WjSKiIzJz>Q|hq#px+QGS}v%PlOwTx92ygqk^fAMYN&jNNAwYJS+TGpBGU#A^fb z_!;&jeJ9N02g5Yq5q7qS2rjj?hy6oC@%NpFr{+6Y@%MLyo!w2pRi75!Z$kgk`KLr) zV{ruRFCu+fhKBz4CVN5qI9@HYkIv)O{S`hFKeWaKr-l653i^utAq@IJ-@8o6{n8o? z^AnVpwsekX zq5boq9KY{oGgghBr?J`jfaJ?cyM9dkxnn)^UJAbi0$C)L1|=Of+A{S_-xMf*EQUys32&n8$e z=kcP4mCTbOxqUnzAk6tm81xC{!>}jCw;r3DyWiO52j8PV(tRK_(``Hh?`>m!!obg| zV*O|MvxL>(82sswzcI+a*WVb{YsLG|LiT+s<%fiMJY_hG^n=x>|8w#0nf|f*v|hr> z!5?A#)?4vXO>KK1c0``?*+IC+{uz z6Y+Y7kTA55_D7iex1KxYFYY-cI!}W9)7K~v&YETo>(ki3{ze03wI03@|HSimp?=t_ zknJxAC@dv@5Qcme`zOrpOMjnxzC=t9C>PHMguT30^t+oqRFU?7guTuWb?#s-&EtcC zs(1ELxj43-AT$sL+aCDi4*59hn?dFbE%}}KTwe@sj!7RfMRb1>={0!QrNAPx6O0Gx zAq@72`qKNE@!USILcpIPKYD*rRi1k(lk2ac!5Bq}E7{OKes379s{e7g7F$mg8XgYl zT>DxI_<`T|kyUd1D7OdJ2hczC(TYA_v-A+eTl6P=%oUdz7S-oCDfTKn3~QuCAi zCDv!c;Ey-{je#DozcGwgJRcTPeXs|Yzstd1M*oe09*e&*=-WRS^ljKb<*8(Eto^T) z9}xz7L;f*(`;dOKaylO+?CVqRTGT4~Un|u|4D_OYP&u53CjRW|+RfN*G>jMhTVKQw z-%y_!ru#NR!mz%M`ob`+rwRL(yj9=vun(Kh3;X#u=Ra2o2YnbX9xq{79}~}~h5h2z zwY;;E0siBBrr*9qdB=HsVE+y2>(}gcc~Q3LeCa=!t&a$e+P&HTUSSCMd$f1LaGneG z$H;e&_ZTP9dNSc~>kxCR;b3nVPmT8LT~b(g8^(|NVRUEAI7x$<;7?G0``etfk+grt z$1_0c(|}V4Mem^@KL=>9e&d{$0Q92&88Fvuc)_-JkiVn97_k1+z>2)}u)jw2Gwxr= z-R=hR!0`+~%+6a12VDA+Yo{q-`<=o8&z~HYz2O4!9_tTWw8Zt+(;sYqN=O*;DU`>+ zlurtyqxkxX(74;pZByr_a(`g#AC#_tEgJL*=`{{Z?sH_sNSGfYe~e4wGG<>8{a+X9 z9VDo``7R(AnL<-suRX9x+y`&rmOE2sYz3I|JCB>vLuz}8ba)~EV|f3Jwr1UcZo)v-#wZuWxT(9P}3S73FR2 zJ#<^?qe<|;Yi!T_eYf@A*$q?St=c2?+y#QT~J#w5UH;{*l@z4D0jQ-!PMf7WwmQVgCvF!7!UI4XZwp zrnA)-=%MnT33oPyzlZuLZ;PHL0r9XxGKu_$MIXJ7w(H*VeAr@KaN4quhoBtw$0D%o zefSx3;0N|^Q8GKFQZ^Fgh3#8>c6$?{GggM#tEK6P6$Mq?O+^{xV5M*`@<^(n#-Ptjf(K1$;o9+7%)c55Cx49$+#k0!|9SnO{Iv-cK+temY^jIxqRUNGe%d;dl_s^P%tZ71%6K8nwC2(4x7F5Vop zpX-;knNzROm-9e>(SKPF_lei`E{1#$`Dr~i#N*iEyF4GYUO&QES)x1m1I+)e!!!Fv z&%Z7A7~i83GF(FT%kUSExBX}Bin7uw(Gi_fGt%}xP+A%8}fZgLoVc`eTu#;od56EpQROpVhv5xlIS+EA~J3 z<+%RGgqpBE<|x)DhW#Y;|Hd#M6`xlSQaQvk%m-P0I)BW|>AZ~4w)jbIkC_UfZ^#eA zz+W8iIMumI!|Fx%ACaDMjiZmZz=6=C2P)&J7XGosd(+v_;Q zuzp7EBj)RuRLe0wcGpR=^eG%a-Z=%P2qUsf`HG(_G%}nzww)n z6`SVTfPSL>P4NAuZrSnz)`OOc`9&D^FL3@%82kn9&#-d(AB&JMd!LVC@W)6$`<~u& z6i#@TmfBT11NedRo$#&FylGG_$Pf9&FpKvSJMS+r9P$L{MSe|;-Dxws_jBME;aeFJ z$Hz;6JTab5L=5qj${XB_5--h%{RqVNkq@2+>%Is7g!W(`r?+@fzB-(LLw`b;?N19C zru}+`Vf_>NZGTYZNYc{1pbs8m{t*U!!F-i4drv^f>a+ZqF!x8S{&7Yxwa@Y=2bX6j zmV6i47v?*J`TDTKIzd4G$2)v}<2dEfq0}>F5Py)rgrPr_k7MKjnfPNXIDZ^37OSTX zYX*JB@i|`ESkg4R6!?wvH^QI~$WMkDe+h&9QNEMLy|T&;kpli;dy`U=@7c;<1pPw) zIO*~o#*E?%7s>!ZKAzhAN(KIpFU{GXeX8Hz;EQ&^rWsb_0x&~WBCmIJkReh z-oXAmu4giwP5x{~@5aLsX8n17MHuF{*#C_0uZ44d9)Wm^{){j?4=kL~8b2pTjk}-PQT}?jRrW`5NKOg;}19N~S~mi^cR427lJ~Zw&b)<{wnf{Q<-Do{?~tSwgzv z@lg2QN&G#-3uyg}VLD&T>I1zfA66bk`b`+_E8%zvL;i&PWA&$#yl3Sk5105A4gTmc z_Kz6+jrcucA(cb^X!dtG*bDNXeNX>?V)bFZi~fkpK|e4*B@Fw;sK2u_3M?n(nSy?y z{?9H}-IKTJ8uX9xX?EFx)sZUC`FQ5oZhvT6cmgo$>zqwXH}%Uk0)55r=NvrM+LE^w z^uNEDUc%rX(S8YY`)Bppdf1%PHGPL$egS<$|2XHKYQ2BsVRl|Z=rnrJ%5x)Rd3h5|p3|Ag6nejzJo`2=Cm2mF5S*0~P{wXbFW zzZN?8toYQ?To?RZs(5^aVSL_yV;-+r`Ek+*!tLn1uF$!+U(2Jlu}~lR>1<;A`9=9@ zh-ZXnbnvsE_YLHM_UIgX#coz&4XnQhV1I~VJqGg+=cG3$l;ze+y<*=#ywbn+^JT~f za6B%CnRAj$L6fRmmu5hGGZ6Pr z82lUR3t>M0bGh=cP~v@i@Hf=|_nGcy>o3Fkt-1JpQ_1~)TRQRiuxr<`-W?7c2Y#S^ zxf&J*tL+q>Ps8tBM7jnDOp zjcn`qbY)$Ji&J(C+j@$}Yd2}7RTYmW0lz1U=_AbbpD@=Cx2_q*Z?1~|H-hxe>$qsR zn$sg#zeRfI#YRb9wLSy$JJjcSb?}QK#nrOLB%k@cYuC)FxCQ%D_&s5s&&?lXSGaqN zI>;O4Gk;Es&@FQn&p!#n{2KdXnBMCa&R=9W=+MR}&cFGd=gJg%CG-4efl}j`9J`(1 z|3{0*%Wx*;s|(uO-^=bcpPg3|5{BM&LM7G-#i=>J(B0=%F+2kp~sfpxmLbza9(O1u2*L(>2 zjQ(cn^Ky%@u5Ga1hxSDn#*6yL%Gvsmr}5kph0Y5kcacBwJgn0_c93ZQ9@jIxOs=Yz zq(6c0F~21Y{s;Bd>vX-m{pLvSU%X0tJgjcZ;r$Wj>la=vE~hT#kLLTigxftO|G2DX z>mbwadsNwavUiB_9rq>MA>QG9lrYan7q>u1_?Rj+{ zUa`&|=FjLKSNbkK@6*+h&+k@gxCGv8w;JXj*#By`alUn_mv}x(nCHuc;k+B_2VscE z^nH}Yj5(cEp+1gx^-j}w2QKP?{vmy<_ql2m$Zjjh zld=I)<01ay{Dv@}-!RP1*RlHaKD>}&c7Dn4%Zy{z?bky4Xdi33`u5Wwu?FG;`V)qa zQa(i(?z_W4DIRFy@noGsOBXC{^`&;L| zB-nQUGKi1({koIdLnE^_;s48M@9RD!2FVV#g7s1H`EFr==kxBb9*fokdy4%RVer?; zzW~pQx;mFWus(zI2UJIPO1n}A`iA-x@Y6xcMBNA0zp;J7VBe@ugt>nR)EWQs_s}#2 zmTxh9gy;_xcF#ScwVAK?1fJZfA86|b`%x(W!0$s&#s+!FBvbw1eh;_wvG#%aHkJol z%h}CuOa^_`7LO-*X`#Z2jcs7h$e-ZP_iF>Qr9dBX|D9oWo-U;4*@@SSf@Ql=ddC<@}@3a2P_k#W6c-Q+R6dxXT2lNx?6B{;! zR_5<(g!qK~-zaZ*&fTpY=oiMPjiWqMDyPKq{C(r-jQtvk_WXPyVa~6OzZCpEf_WnY8zZ4a`3=J~K@JV-aqCckq=`*F``dwil-Bt1cH=4*HDz z3v&xC`g+C;zQ=eHw#Fmx+@;Rk--c~A3AtqK4fV1Au$0`AkkSN*XK0UvAzz^Ov7GPc zggvYHbLzo#9v=w9dJ5Lx+OL;#cJXppk41X6&b*^J_i#4IlklF=?Wg~eD7W=Z zUeWF}*<1JvwK!e3Cvd(T`62K-@MBsR2jCZePne%?6>Khv{=Og&=2IiY@*xcKiJt%9 z9jra95Ag-%!@g(hXM&Vpd7bTh@%0Ab9P1;U-V6YLFihMYVc@6f-x%T-%8S*1LjI93 z_#-@TDa=q^F{W@*yMr{|2$k5F=xfWNeH>rJrX@~We(G?0i@2n7W$^b{m>;4)inu40 zdwilX?5|V(634!6eMW%2qdi2tIr*o!S!53=kBGMhnvP}zoS8(DDTM0 zAs0bvg~^B$)=$YZ*aYWFs$dGeMNp+XOxj7`u_*oFJX`ewjb60;Ay{tZ9osw z8|7#|v3jBv$RFv6+BiXCeY+Gm4@&q*<-A841_~d^UqunFAbv9Z>;LN4lm13sygta} zV}E{LCHj_b>uS%1u)mJ+i7?QM{AZZyJ7MrYNKf>`aE_LA}{|JMAp}r7?d=SSQ zUHQQM^^;cM5BdYbpbsdI81v{MlEPE)J@PxoIW5ZS^=QyJw(lFBDbd${3zpf(Vb_)d2lM9r{~tqrCk*d#puQ94?Gxtt=&lzY zZ*{jn1pPt!cDUgXscq~%9AV9gK?-IRC0 z9~|$Vull<>_HqS``jsqu!c)~_2Auc9@?_un9lG6^#QygqOg=AXYc;T?T}QHy7_iuy--Q$u~z zYeMn?BfnCU{uD)qZG`itNdMk;wfR2X6ZrYoy+>s}6(!e!e6YVXlj@e2r;mcaMfowD zPv57RzcjW_5xw__@i1-FwDU7J$3lLD{iPkX?mj)d*5YZAsAf^o4*n0vpPsXj9Te?u7jS^vK=mj^4KOZGq*^a1so zFz^TEO_=XDvG3{qXkms$U$vwc9r=7WV@d2@H4A-CUxr`Q#H6~d5RcKn9qpdHx6Y=N z$DgBm`>kd<-UoVdJV$*u{_Jxk2KYxf@8p zh~z;S*6&gNgeAlO{T}jv)JH1k@slvv5BihLO9sb>Z+8IyiSo@Fa;0VTfrT(W^dAg6 zP=;JljZRuYp&l4)p5PSUt@n+ISxACmac>NK)7}Exsc%h?oVYQ27AQv6WxY9 z99kwiuYmT-Fx#IzVcK>5nv)L|8i-#f((EZyay7M@PZf%P?{FK5l$@zMu7bN@(~k2mK@ zc+t%*&N94y^*p!#QFYz%Sbtw!WM)T0LQxthDHW+y8X7VhLTUQ8MMIQ~NY9f}8L2e1 z_aZH1l!izs$p~qY)grlSe34bMhxS`!o z`H>;NKX&I0zn6ZaFNDeurSWcDt%x!oSi{#RH@t%#F zy|)Lg){_pn0snV_^bwZoO#C1W^dmo6`z(^r?LFs;OlrUL{rB6YOKUnFZ~%VO^R50$ zBmCFE{uA>5&Y+7cgB-hoHR1g3EPCPjc1#kxk6HoG^JNFNFR!DuHUnTl~ zH|jsRY)oLH1Yd97dEMK&eN{BjkN)TGP+8aY-9}07C;8u98!Vx>K7gM$y!)oHcI%^8 zVBaX8d)+jSTiJ-}o2UF}#TCkqkSN|02xpKiNqb>L=*m2*Y}x=)?ZO-f2EG z9$P=M_t|>xUZv@BYYQ7WZ|X1kwrik-(OA$wtgj`1andT?R|EEn{iT@9{GM(U&GX}w z!IdNA20noKpgt4k>%){OTV>C_OosfN-v94w|I{vBq~nO*l)aB8`1-x&{*W;2ucQA> z`4!UR#QregKhBphxA&Ab(|4(pdvJYC?LP2D(HwhdNB@#KMNfa~f*_y|^*z{gaM7XGtQejTr}uI2>$|WDo=5v3%>7lmt$h9Kd})YhD4+EAN^7HZ ze|2Q}e0qEN{qS+oT)u=MKI8l{G|YbV(bxv|hWec$c>O}c^A_a4NY4YU1Lr1%tblw6 z+aIKbCp`%s4E)A?nBfGP|AS{vl3AZ3A-_R-7-sp|gCA?_O51kBeJwct!w$|v8#{~s zuNC`$*w6Uluj_{Vyxqg0Uf(a8O@r|;e4e?<3~&dbmB}dYP9c z_yZabF`TzXdwsY!V8RTUpP=v5-y5SSaBD8OsnBMXD_inFC-uK*!+8vYV`h-_t&RNBwp>C!J*bl)QC z&oi}~l08i4^79GL3ggxlUCM&}8XP}IrjN-l=Q`eBPOrA($%pDX&L#fjIGlO3FRUK; zgY|yGP;W+mMHuo!96!g+`uoVo>A-*FZ%$Az<#q!pu3tGVSwoXdcf$TQKA$_{b*xF4 z=zCmzKKE7K^ug@Bj# z;UF*6@8{*mt8cBH4&O7O{0MV@lc!gi7jm!!=7;?=oKN)Td3;&!*EdX_(VrI*WBxVq zKlndsoKIf->Uh&!0~inI`(mKK&gj&cS2L-`jf?aHjLjRXBeeJ<=bXxP?R zHL!2Op{GxzZ~G1L8^+eg)%`K6yzr*<+^tUft)P0;6 z)x&)7{a5P)R_ca`>Ipc%SC>81>pl(z`JlXC)#YC_G1>$19QCQlrp#P>RuaTltY;R* zhcDiqeTdhqUibMhJ-Yj6uz$?=UJuvX|8bHizeM_9FPLNeevcBwJHqP@-zl=a1oaq{ z$7{r}ULYK5R{V3m8rP>{vyspGtrguji271orKI9fFS?%}*JFf1A29wiO#ctGlRZ!O z=P?ZY!1=M~S$QnItw>qQo2Vp$q&zlQNroYQ*0D0ql-n^akI3geu z{1x*1O?BAHk)hpyUc$}Suk1Ui2lXDDUrG154UZNo^Y~2|>PcvyB>|ErvJQUa-y@Xl zS+hTA&UWB0*1HIUJ|jO$jz!-8k}l8rQ&JsYx#R0_&Lh~ zmAwqTcSpGtLD!r*_9zZJbhBnF&F0{J5UDrP$$(!449e;cH?VqcY;teHK}=PJsl=gx6H2j63% zKdF?w)NRIO16VI$K1!I^<10IjOxD{r8vF^4SE;&b-k-idI@XaqDto>=YNU}0`itXL z_VeCibm=SSZ{?a(TaLI+fcQT|>|Y6keWJavc2*y#^c*`x^{VLp1e70PUf-*XjjMbd zV*&g`eIN|>MC0Ec(XKmt2k0BM=l96!Zej=Pf0S31O244lscHQCp(4z<%-h zs=`@&?wX43Z^Zdl{qks@rSS#m!TK~|=_RDk?@S&`YaLzJk;$`KH!8PTL;I;V zuZbEyED_eD*gwN;zmZ{fezE$)eOC!nW#BjZ>*|J+i|tPxgZns;p7%p4hYWD}4Ev|3 z4hqw-@3g)(*f)Y_nR4xBmR7rcFVov zH39S!`S;lcWB`}3))=Xw`E zL;geWKe#k))5Av~f7F*6*L%&AAEvHzk1`QHZdcnq(g^Q(m6 zeT%=_!G6)-Q9JPCA1wEq=wtn{`$=k|PJ~V$*%Q8pK>BJ2UX=`JeG2-I@*oWNVIhAA z^LlOVal_DWEn|87uD$7$QZF%*^Y6>%sR@l5GXUfJg!%sVmw?St(|ninc=<(`6=u2p zIn=ArKM+=6@+A!Vf&3!Ozei#?f%yOB;E4U9q32+K59RSC<=9${wp93k2Apr*%#6C0 zyds{T)TOU@Rh%-N%d=jyX2NNQr9eMEUqAA8k#x1_dvhGW-tAdrOLjp=TZa96+_qXS zx^El(UHvtMBjcA>^L(rR)9{G2exBgJ=zYX6KH5)%@{7arjRw44-!Rr)u%|Rvst1kV z;B)0-hRHs#?-^qGGh9XI4;YT8^(n(_zkp$upAd%gZaBY&op0th#~cHHg!a>L=Rxe@ zL(yEm4KMvB?mYaS-%rCZtFJdo{aT;dRwDnM_}#dCV;61bD9CS-|BZ(aXKkM(T0f#b zG`?Mu+Y&tv{3Xu6N$U2k&dpsRf5i4C`IlGEO^yKlM*C)%?KcqydqH}ewmiG0ds_hY zam=Tic6D>xJA;2mdcSJ)l;69m8U7!c zu-)c0Q70pL{pG9M9M7I#Mf^efzuq`JX0PT@$QQ64Nf_>r#du8^&fnpBj4;qg{p0(P zzu|noZNApB)2NxplW*B}Er&l}g!v);-)hD-#4Qn>U;Y;}`B6LA6Uz6yO_=-7l+ir@ zBnmOmLPZ<7G3m;QZ)$ZvQ{btr|Y; zP=ovn$N#Z;yLnvP8jwHA`$t@}&$f;uA)i2d`nkIN<$bLhh<7NjU+UUj7QR(hxJ~?O zHpo0v^=k;XujW3c7hdF5!G1c9-)yvCP0@v4P~Sp+5$5%#W~;ZiCq34b*JkY-Zn<}f z-VgPCdOzy^``xOd^X`OO?iJ47z6tVQj8`qs$36|}FRDjk|G(Fjsj6*PfqE~}-`f4v zg7^=GV82Lz>+;|B$K}U^zrpxK803rVMZ%z;n7$4f(e!gxU#{1NJ3YvAYy`g{6;{D@w}d_Rxc`F>vO3+sUk#?Ax%$M@SbGNM!) ze}cXszuL40Jvs1jrNUk6ugzhY{4dQJJl|_`x~08*$YPa^9q@Y`!u&oN!d!nDX7xmd znf?+6eL()VZPs6#cltc|Z=~nX)Sgp+syyKLm;Bird)Kj_FW4LEAHzrJeZsIGhyAs8 zotyTjk22^lKHomQ@3MwJ2f?0^pY3z3FE3Big8T-@YrkP`wtC@X&_A?)hFN||82khJ zzxFz}-YOTrGW!%rOzgSIO6xT2?}`15Kw{b&w;Wq3*bfuSM_aE_?uc6Vt~qt7i*3Se>~#d6nos3~cY<^y{na zqwDhJ)L(})QIi%FR(W3u%6Z;#1+?k05s$cnjkwEU| z+c~S3*~559FJV3(`E)4@lhfC^{>m2}F=(o50s9c=zXHPCe&pM9r!G0|4C`I&k1*ID z>brcq!eNIg?>K)I`j}?UI~@%9D$=JAeLK72tOuO$L;fq|mp23_{$TM$Kp4iu_D=GP zPHzh%@rXvpdZ+Or_4~@kS9`*KcIefdT^zC$^-}S z-{SZoAPnN|d9aK-wKGirZy->94hKR|w|egE90%3+)jsP(P~`FL-yH>yP@&xHGMBSHb@Ki2V=42JC%ohy88T57u5! z^Cb-a0O!LneSafhnATqmbN{1WHhX^bwjQAWs9%IZKTtlMhYWsO{U=hvg!=F7@ak6N z*C6n(IDdvIe-RL7=LHys_=NV*`OVA1FL8CiUu*GvHGdw(WY50G5NNiP?9sly3f5n!A6+z?HwA4~2YW$(MHt2>ymH6L-S3`3 zeE{k2a<9hgX1r+slW^NUpXGtqz+Wbb>FYw6*>_ikBTup~T!wrO`9&DU!}ke8eESE3 zzr*pns-`SD=nY@maW;gxuQg- zTw^C@_K;JhCdKl+l+Z9~Q{WW2D9_7*FiltRq%WcSqaDLiG zx8tsOyn%WT>Vx)%fcG7yhRK=|J=y^U2X_t+h5xsw=j#iCy_LhI>Aa{w8!^~3@}S?%Y50)YtEzH2#pn4QlT>%Tn51NfyRO`{?;Jy5XmGJdd9}f9;qc`_mNsH`1dc zsWx5K_A2C07_SKP_@mSD*SFf9Eub#}Vt(sr*fbRGehB-|S$|{TNATYm-XHKc27aUe zqW8i7i0hdG)*t;}HN)T^aK1WS7P<~J?yq7={y^uFwV^;i7wQ!#Pu<;?TPp)@fP9gE zx{rTE3V*HvefN)DeRA777u&bRy17imB8ZzVVFP4r&onp&S^8z|7{|@ zy`8t8DjTzx-47zr*NIZsdt%Slrvm+Hw=dn_@E)GW_w|?Vw3;q>0pDw)e(Gtxt3LHQ77>mvcfyKue4Fs#RMzSPe3&Csb^hN7(^oHxb%-f&_0 zd23&3R$mer242%}H~7r+C&T^Q<%0Hpm!bbJ5*Q|ixxH)J%j$6g!@}u)*Pk^2Jvg6! z)<^x#luUU%?&oz%x5+~Z{DZ!jU;VCU_IWwwmJEG=F6cio`lfr|zTjVxzx^l8-85xX zrUYA0^sjr~ukYUP%FN#n&~a!zc;1KAI|T#29hHxt<_Ysbeh&shoVUaL*T`$7%uvM$9xoWqr}2$$xNhjbuMpNxs6T|^K0>r7hH1Z8V5}Tpt0I^J z_K43D2K&H#iQ#&Zhw-JwH-6+C<@#@Ybz4kIjp+YCkv@j|5kF1*O&4pniT-a9`D0S! zHQl;UWIy8dv4Al6f7Cz1Fh7*Xpzbl7t}Ha+@n*2L+mE0ML(ad!d!Qi^(lUE-zgXjB-DSUdPPv|rZF^q;VN4CTkBlGj&X z4mtq&CeGJ1A@I?UkVK#t`9Gw~lMavL_JVy84k`6~G{h0+C*B_s47s&dZ)%`_u>I<$>=b271w7u=XRgK4SPA$&cZSq|avipQ}rB+70>F zVC)Yu_`6thV@?p=@eLMofe7(Z(G~y4#bU!eA9{eHl-|SK1{a0V*pdNzyG<0y+ z#;VP2pszR{VOTF9zlS-j{pk~%4D-k5hpnhS+fh%npZ5<2extpbJIj74=-8S2TXX-E zQ5}r;L;isCB@Fu|7~cqkzd(Ir&$IO$d!D`z7ZC1voaSS`ul{>NV+R-?4A-#t@p*2~ z!|P{$v(e23{TBcKj$p*I%S|omWzdfN8Ij}ZoOwueKOBxfa^j%D7N>MT-+GJXPZ-+8 z^?Cte$Y1}#5Kl3`8Tn}a)3e64pbxY0eZ(*yw0~*`efk&E|2qmSB-$POYSn=J(f$~w z{ceH9sIn1X4-ErEo-pPK;Vb?Jd=Ph@C)^iFzn|e|1DD-3nrR`0)KG+qo#T*pG($( z^G_&Gs|C3&X{CeU`+V%*Dztp_6KiXTfA~JbY&~uD@$H@YR_ah6&=d2E;TpV;Pe2&- z7yS=wXYwZu`5BFe{lWLJL{I(1qAf=!b=*bmqwUulJ~@7n=S!oP&hI$gPKU3DM|%Zz z`CZr-o=1Hh9cRA5Zj1?h&y4+zKI7msX~Z>HkDc*t5ICN-lhx&QXOv<89LFOJ{r`huKG+|%L;V){ zOPJl?C9s|~sax9j0U&RT-`3Zb>K~u(0_$hwhjrTHt-;%e$X%fR#!X+>(?BSI{08MQ zuJBmlD4!cJe;ki6m(O^O6N9{$9R&HIKN)XTFTJLJ4YZ^GnlRbq?Zr|H7$51Mu<=l3 z(Dq#Lzl2XsNNiWZtsZ+Xp0w$BklrT@{s_k>4E~$2 zfnU|elcM|{=VN2C!&>Q7B>O&DVB_Jpu5s8$*dIcDwmCRGQ`YAu*elw%P0G^~Zb7%8 zen9URWNvSh90>I%^e-oVu=X4OV%Q%-{hnl^ zzwZ24S2$&3}fj`D}TeW%b+GkAU>kr%2Tds${xe5LZ$FnUdNLlg83E~|-Kh4mou8DWy{{UZwL?9b+LO+lJh#LG>v?tq z0>}Rzlf~D=Gc)cNE&Xpj_*J(cd{9wLAOs_7L!|u44Ul z{5(qIzRi7Dui$)~`gWh`IY0sENBbr$J%i*y80ba+!!TRl5a#=DPG=l?t^Se7^~EWn zzMsT4E!j>~4`x`M=yxi;x^!&2G|ZR!Cp@3gN7#e(Y1XJtkH@rbg8gWupJ7%HoV8gq zu(JCBicKAKA!kN80;VA!P@D3nt(9K1LaFt zWhTSPeW(6>;4eq#^98eQmO6IYQO~|#7tHp5(Zek;0P;tCfA+3{6F%Egw*DL)HM#PYC9u&Y4hA+7F@`%8y|o;kn1hg$UO<@_NzS zr{{9JZ2iXdX>Q}uRgMX_dHvj3`rV}gC%?jcF+U~@@fO!3tX-SxF$`;vzOv_?Y5ok; z`G0}4OxCl8TcZ7LJ0he2RzE&i)TfFwfcO)tM>t`TpxX@0GS2Mt6t&5cP>L+I?d3HP%8r#`x%B91xLpxsv-M7i$a6-?!xCSiRB3w#SxghZj7a zyY4UzIn~jG$A8x+Au00*zXN-~{E;x|JL;d?EW2Nlf&}0P(l>wIpJFGe67J6zESay; zXJkL%C+3q2g8j-}dW-gx(f$@>A3t_Bz8UNb`&;lX?6{4i6!#B=A%DaE-6OOwx0^}A z|6?19`AZniYhZtbxxFwvmHKCx)h8Kd>kq=9U&v4Q2bMpIUHrhFFkUdcoaz+})Awrv zhFN{wy>_VC>wQhYKh&p%x01&89k0W_mk|(#_>1%}EV+JdQ~XW7f50%EUlJ@*%XjhH zxlNJ2Cl@U8`m8+T#W=|Ku>ZyGGks%P-NC+*KZGGZqWvw-d$;A&b$N)t81EQn{8{|j zxoFG!iNJsK_e-X$cHbtx9}D|m64dVRU}^*P8~E>X0GCR$SV{UnTEWuL zr^lj>_X7E1e!Ohr#StAgXtMKE0YLM9$~OItS2+PlKdlko}H&)cs1!GVc7qt@f+)w zeL8keN{Q%S)zj_Xi&4En|4hX6tXg(vRIa2y_$Qp-s;Hc-xa(`co^bxFQYY7%Z@&-m z9PN2kb!YdCk?P7{Nk3Pcu04{PA^M&b^JT)|Pq9CS>3qLn_54fAJ!@|OKT)3vgM8@u zlgef%H_F2Ix72=RRE5qw(S7CAUMMXwbFUBB2l9W7%gWNlJ4E-fVLM?sABpo{6JURN z!qqfhpIwuwRAKA3AL>=eU&0^{obTG8x^}@BbMRkie}v_G{@c#(FBEuQ8mr-Qdn4?R z;rO2S7fi}C-3tB~>G#b0ptAGCT<|AI&$<(BOE-=z1be`IoiO-&^w)&>`j9ZhGo;VU zZA{Jf^V>jPgb)14@z)mpU*A6%^attjiud~PXi5}cPZEanib#)Fv9bQ|y!PhpL1$jTGB1Dqv%pThYTln29X|7v5{tKJuGMnL@; zpWkFVZ1s*MTOj_SKizb-M4^Y@Be?{sH#2;d>~&K{Yv_}CZLnX7{M+=cOfMTS4R#qd=2KDP6GVe?|Avnw921pkNqGc3yJ;3wF;D*L70k8{eFMBnDkNiq|ibs+wu z{5A(GO>oz2g#9_Be{*KvhHSw=us6b0+n-GsT?qPx^lol`l&#pa66TBJ`HtE6wB5f* zp1zL}_y&*Mkg>oM^b?==z4!fg%|UZ_I%lrL08uIlI>07`!(-wzF<b! z6|awM{~)nEMmL=APls%tlX!E8kk2oq+4Q4(j5X*N&M#CxYrDe4R=&R-Y7@S5cXw!tE7afV{cT&CdN_MPKKw$=k5I%Q&j){F;Ma-2F~oQD zXY@Syd(=W6!gCQRwA4mPT$R;6KrS5eEN`{)4qM`z8$j7wvDy=8sE$ zcN!1;#QE;nR$Du0{U2T*B@FbTJ?{vYA6~Ur8vFz5(~idznpSdmH z2jU@)9~NOgQpTkdV%pVwL{ze$8)9&KGfX9nnhIPrF zCJ`!QB-e@MLm2d9%|H0Og#JIciu@;gKK@?}^2Pb@D*WbZ-0~CVgZjJc?FajB+k8Pk zk>2qBFMpfZdGYmixbfMHij^)fesA%33^V$}&HYOQy-3@PfSF z^KRT^{}&+$|E51ud(#lEPlRE;h5RMV&-d&emzB4#q!{Fb?Yk!(Q9oO31@?vX?vC2y zxkl1aHiz_KcWvO;(9j6juf_3q|8Ch3aQOxJTf}=pB^uR#9RPhmeT!IdP}`t%A=IO= z|A<{5?9X~X=lM)T@jx$Omkyv0^gLpSU#Nc(l~cSF;~(<;Jfi*MJpaS%c>Qj#`?KU8 zrjz)3VDH`)I@k4@c|6-2)z#8X`2+9+=R=r%zb4pwHG1*tt{>riFw(d8wZwp@{(C`w z`20TGfaw-rmcsbB|4x|KQ&~Hsf1gXZam68fun&~~zKu5{tUvjJeqjIm&hE|K`FR1< zYf)ba!+Ia*&oJGeCm_uI|GtXs3+vUr;k+e1k62+5(YxPm($htExDANGeib`BkN6#OsY z-5Wa854r^B`%ypkBL;g$`R?CyS$47WCeUxR@BNqCzDs-*)sN|Y#9%Kt-$?0)$#Xux zfcgp6OCn{v#a~WZ$@M!@+o9`!mhWIcXPkJxkvi5N-Tcd>?P>p$;nl={!aSa{c6OdQ z(l;i5$g8d3|Ic85giquDn+T{Kj~7?IEnIx%m=UWv6XJ zVE+R7c}zNJ{_+WfAb&u95$5{~$7YSw8^662{x1gkd(2g6+h-cTA5w7a#~}666B|IE zaD71-_=)yR81@@cKaS6PDm7837M{oT(Q)Cvv6Bxv!T9JOj-T3p_s*UJu>L~&j%O!5 zUt?Vi-{%l6x|dLT_5jEm_3JodzW#}qb38Kn)K|X#jNhB%YxcGU;t|T1FvJ_ewUJRn zzeVzVM7;S8@fP!+6A4x&wnKA)e&p|otcI2^{bnj> zF#N`2mHxJ$Fkd|Xe$r&}rmoRvx&58=eA_$0RUh;X`9~Q1ANEIBhMj*ndF!z3sHQhy9=Kbibu()im(es6S^m z2<9jn#_{$3*-7=rZ<2n4KSljG8}c>9OL7kI_a6-P3ha;Cfj|FX@PF9<*#z$qg##DE zZY$PL&MDlft=6lA`!`S?=e)joUh<3uc_2RsbAQ1w(+`GO{p_4?%)TYF`a!)N$3MUD z_KW+`=HM@I{PWw6h3-^8!1H0kydHl+$#ReMB6;pV7-sdH3-g_}?Xh-&`~c;Du`Jki z_(>V?|Nmf+CysYXZ^G+t=gT{OBzhPwAbDLfwvsR2^dHO@<#*}OkKAht>WZJ(^GB_f zrA#KkeRF7kmoDGm+%01v_#?EhOE+f@FFAUV%kQ$Qy5YOS{WP_QS$ zChlWzJrdR9&>vlS7ryGZUMuJ~+UJ#8r4OA>O_gEa&s=q{ep7q&Bg8K}|93UovdMYP zMyS_e{gN>71O36(H#@vdUY~;bVt-fPc|>WJD?$G_pKHpmI%kZCfb#}~^%joKnDK$P zUsu&zomGB{`~T}J<91KKoxtmX*Vk&RjNMwu>l1{*|DZlzf3_ps`k5!YFGN6?=ZA!0 z{ekkkA${(G%Y_GEZ^$3Qke^VyjOw|K7vI41xPNs6G0=zSaTs3tF9v#X{?rckfc}Xv z^pE_%F>{XY6*x@7_6Kh4c;H^FI!Ti4e<$>*c&@bUz4900SAx%f1K#Il0RM2kmT=Z4 z#GwB*&aZ^RP^kgJ*%0qhzX^kXLV6OrJ%}4->60C&To8 zz97*o>6^VyMaS-x&m}@_+2NQbKc7mN?=K~KUH=^aXdcf86VHc46`I$=_ms%r#Gi)O zw5E6G_0PoCnpYbKoR&8s{@iqYbyvElrQ{pwAaOoMSXN*1_20Ndlw{oB80HuIH-`SV z{f(ji=Y1otH-C0Bwtqbw z>>F{Cw%?C=GXg;WF#jgZ>xB%{{p$k4V9z*SlGV8XR(c$V^)BiY!)(2qG<)r%)XM2x zf0E|-rj$u_0s7D$lYHBCoGcGWFCqO)$_kEb(-fUwL3>MTl4^VRR1x|||410d$N49H zU)rku=P=Z-F&-0!`Zdvm?XcfSK=X&?gD+n{ERTS|GTrpHJzS>!+s0eKf`Q4>~4I3lX{!KtTN5_?umY}dVzCg=zb&t z!*oA6!;s(O`1jU1l~1&chWLd2-@C3hY*BU?(1ZND_xOmTQR}>pPZ(|pudbV82KRYl zK9Ou#KE&g#v|>#MJTJg-mBdCde;AIJSn>}(Pv?(V`*P9;!f>Am(nlEhhw^8b<>SfY zuUIs;^Z&yT5N7{3C`cBrvJ5_d80s&mkIC5v>t=2l3-JW|Pch1mT77iAq%-MXifz8_ ztg`NqU*UMEmif*mU;ke}Nww{p`#xtg#7~T;gdtzYc#vwl@Xt7P(f_|A|5B4e|GYmw z1N<3|$1pp;bAQMP=jPD+@I3k>!hHRicFBH8NVW;s7xtf)xI%UKG%wk{)PK5ye&ArE zyP%IaUV5*L2}j?E{;wD5Pw%th(JYsGupb;h-E;S!{)y9|-hlCe@c*9|o~-c991s2l z^&$Py*z;3=n!@@8?KS?z zJ`ddTv&UU(CK=&5~4)NO+RQ^Vux zn|)K_@?Kbfp?y5DU8-1de>UjnIWc{NK_5{c7-ruu5e9ukdmzmHJ!?Ng_VDC^WAHcc z3s4V4elt9k{L53r*Oy{DiN1eAerI?0+5f~!9p;Pk%htbNZJwbF80DEgLnpgnjz8$9 zmY80K>HmlXgrS~{@*)iSLHPKh^*JB4lmPR=C#gpLKRfouU$IwCC;C4d zLC&nqtg(*!VEm)v@d$%_&Hl!){z83Z&$Io}oFlHQst)vl`U&zoC-Z7u^2JlYZ+adv z_#@g`BRUN?{Jxi^3F^D=o`Px}o{cH;YC zgkgUa=bIPw!RtrG6&WV)yvydMKjcsG^X@NnYipMlD1yJj{GBk^1Fkm-gZ&`AFGg(H z5L00S^rAfBuG!&V@85^}cX7OY&k>*B$I0+|VSd?E^;^qI`FbM1>HEEPwuXGYRM6#! z#3Okt?oSKWEi#jiz76um{tAu8cRlf4^nC&5V}(OUPCFE)4)qC)_k{WRwZa)&QZ0wv zkanf`Kp6hd8R;$D&|~TpjhXy=&%%2jPaaz~AM%eeVtEnfN7~fJ% zA7P#!ztkVs>G}IMiAoFKcsk$V*kG71&i|EPW8<&f3m^~d|5c;qdcm?z&>kqJk1(vK z(LWFd`CvZ5o~Qc*1x1Q`G?nuat^f%eks^f ze++vOe;B6!%MrY8GV74Htb*6Wio0A_(N`C(*D&4`cP~5neNrf7Q^u|N^@`yUMJ zQ`B#22mg+^%+O|w)~S9lALKt_&=2HaS>)96^B3=TV)q9T=J{XQU5Va3ZA^JRzU+l@ z)wiX=Jbsi_e3%k^>j=~vus*=>0NQ^e4Chs7JbWJJ`w!;%QQ61MkL}L?|9ouu^i;)F z6J4C}r&$m}DRMWBYjE4Av`c>KVU`J#^8ORguwMr(%JL7p3=sVIw z82k;+w`$tS**6^*L;NLtOyM4V51!rD0pc$`|Jls$U7I(| zANBQ}_NT@fL5pELT%R+{>bdWx2Nrt_9Rbgyzak9vL8Ol`?%x)?vp0+R zS)s<`<-5)9!-ZZO0OR}B0qwTI{XDq7zn6$Em49B+L5k>qFV_^kMDq*SFV5%vNQK__ z^>@n;ApXB!_TRufy$kTY9Ol38y|2!z)5%w?C4PL+>UAwE&zs%vC-~qMzB8sh5cCiG z`#9yfd%v%de82qT&a4ru4xHrn^htWMP&H5p&!fCP6~DFiyWb?EK>Ymlu61H*n&*L4QtPki3^2T`i*{-=~+_cAX?7aHt1kLECx)9*!SaEz|*qib< zhFQIwFt2Yh%+9ZWZpz(wXwO7NJ(_=w>Bc1$MuWf~q5mNa)S*7q*bnRWT(1uPZvpka zX6^FKgR4eC{)GOf=Jk(_>vT=IJrd^nUh_7t!BRI0;w{=EVTkW&Z>*i}GZoZ)*BzT%B>JMQ3h5V~s*y*kNCpq9Rp2s2#_Jr}WcJYp`W8++T zzEit&q+`q=FVH9Kk1&^KtzW0&g1jQ|7u0`{or?2^hmcR8zSo{M(i#|k8{!A*=NGM} zJ=!@LoSr&04bO7@ojiWj9r!78@oYStKg9mvuKg%SyUp^BG=6=X!Hbi{>R_+fUxV_* zAD>{o&gyxMsaH=P&KV`UjGk|N?0c(|1ZS;nKgxFD{J?E!p!C++Q_cC{oB) zN(Ol$JVf};eH$PPl__!nu_<`~w4EB$>WwdFBb4n5*548UlhdK98IG2I_ zE*1M9hHJZ6w1Nqsiw!L4$zz~=pKHu6saM`#~{h*$R z@w+vxd*PMP2jJgO{%!IZ|MhNM2kkgsn^~vmfKIyHUfYH$glA`+h5u{E{@cF4Quui; zjQzixfH3eM=hN1z`>C|uo#Q_{7p*Yf^cm!d?-SHaT&|X3<&X02>jUM& zael%M4u%IS3nJjWkXSy#4)b)39(aoG)5HEdY|Zx_v3VcVuMkVx*{dGR5S6^N*nK)E=O9z~Ihn$T!9ICzK?thx`>vJ%72)s!$&GpYZvPYP~CcO$UR15w;uT z(#h3~t>1(ly;j=mByIhXs=LNTx_~_C`5>*V1J7E(o(V^^^;b##1N7tkJ0b@A z!uO?n>|8W_+ECC}u|5bHX7o$36^% z;`|6hJx3f5c{{CVh4Nux@%mAYAWx)U{>G$>mKVZcK1h%JgYlj7$MpdI)BCT#DqWo} zT2J>C`4^%5w<$mD&GKP>V*6tl;sN%jAQQjm;;Y%9|6>0kR8VeM6Vy2w;tSHRkT%J_ zuSvGT6p~-3Fz*Gn(Fd775)x+qQm8oKzlW7Sa-kjjSDbt8R{Hw=3Z?WuVc_8tKWFnpP2*oDSTf^=463ysSo%&vHc5`rY1ez5ReJ}0QpB4%){r}q17U}BB?yD54>s;->>P(9a(`WUA^PW$ne5?O($&C+^V94=}%8;`tMX^Ju7V8Yfjk(^j~Fe&YN! zF5jpeC+*rP3BO+!YUKGX-kBu}_S;ANzNTht=AXK9&=>K3s8BO#lJ~jjW{3yapXL#n zu8nS9AP?k!ms9-)?0Odp_9D*rgzB>xfWWtEPZoO~%y+2|L@fi8v zZNu^69l|PB4;FR{p5&wb@&&ACQNOw!OjhopdJOCX?YG}fu6t2rSZAZo?EJB?``g!Fw5~q@{$YPwLz{y_JIF$O6Q6ex5(axie?l0(e?)$0 zt;wI$@vRBahxBUwsn)5& zgyB33(yu*8wl?wN60lFyZ|zY@fo9)V!g*-qhj!H1p`#=A!g(B=zjpkfC7uQ6K!2(I zp~ihbw-umo$bW6bp#StdVmNPv^s{!_KNe~?)s$Tb4dDJp`+NNb%^M{hX@5f4)8ftB z*CB0uzCCXox_3Gwh4Vv4u1Bei-WFK@B0V~GeTy74n?c?DPJUpqmpZIyEtm%;Qjk{9%e8x~n_)+`aA= ztmp83-Mc3gqw9Xd`5@%4ZtMGAN1StEJ%|2BFWSTN_rwOao)zj{9Y0WG(m|FV3ia+^ z7_(8K8~a{NsF!XsTFGZE%m@4HwK>f-RI(209T>lQWxV@oG|?C6L;dO1*!b|(^kcwJ zq^I|&8|4xQf5ZBW@Wh1VR&&vP95|oew(l!8*cmCUp?3Y*-5sL)z5#o}_@lo+b*Q|V z=>C4}pD>*N!T$7PKgE|vFNFAs{pqJ<-tvgg2l*p?gdzT-KI>P+&YY@v1oAO_-#~p) zm1Y9c4qg`Q`a`P)9%=Y&Yd-2?fE>uEy5uz!#8?;H6vJz;zu{Qn~QS3^_Ziy3@wIb?y=D2^Cb-Sg!40W`aRmn@FA-=2o2}ETaSsI&&~%44L2nXYcf9y@e}P#ddrYu@;=a zp4h(=2K_{RBrH9M?4LbP_lpVH^G8TN{UxhcTlMeG_S1#^cP6bLv$r1TLH%I3AJIpc z$BX_6wmz>9=5hNPFj+gb>z)~qzu6fAK7}AVQyd4&h5*1=lR9IujTRl z-}vc;#O{swcN6lXaRloqA}o`iRiPZ-?(`O-1l`*q=#8ECj4@;3vwTFkg={ z%>0YVOEYD8WmUKj2FDw8GXJA#*MlH0v=742AND^ed2H3mb_-75ptQG2rWck0f2lp& zW4BsZA-qrhA!h%_ARL^WJgK}n7rvLq=S}U;rEP3%=Id$G=uH~C3PkteqQ4;w^*Q9v z5Us|lsaq~Xd?TzMwyGnfl(#gKNIHb&!NShXI40l1pkBnjbW<)3x_GFkKLo*8R`@0pN9=Td%0Sw5d1CL zJ7I|b)Na~b66F`pgJdR_J-@JVLwXDO^!$L{E#sGzZmk1wKM%Wy5z_Np+afAr;#R zM*&6f6H+_m!>B)mAs(SW84*3%_sjqUF{SyZIaXy53J!xcOL+PQe z`LKRMeH{66>NNKgEl_{f$M?Vc{jxYc51c*PtA(od>Il0%a@}b@7Tq4&|A@AO{2S@B z2$eZwrN1BI1I8c1?E6chMbfztPo-`UFHqhVjd$gH9WsG@XuWtm!XO{<`CTEy`K&*B zp6*L#?edz89&87BqrO=*ce?xhjv3Tf5L=E26I^&6Aj|4!mSZCqY|e>+^JqxF$cb6O|WjX~c~U#wr-^}7?Zp4UeRv+r$%<3@M3J9qUR*ek{h z!oXjoZ`>@6;rWW$kdNVf2!p;OKgV~Fz7#M$O`$jCXX7njY7HHp4f=`t#W3A(A|wp; zHyn>)wjN-Z{_m4L&+9Scryn&)-Qx%LCqDlr9B=Ql|EXg+#7CrO!UONFcUJcX`cPgr z120`Uk@y(&4d-L?RR7wz+e$zmK2KPN#c!LB2lCckY=iwDl&?+OLtnS8J0bp|dox43Fyvn--$}~7-t51Y z!2SDVwa;n>+eX0n*gpBO-lrW7ZSZ{$zCWeoriQ6P{{OhbDMNZL$aL0G&LH}x?Ag2c z`RP0C{GgC9&)240IUW0{H4Ne(^2^pCNX_wx=>J8K{;A!^N@6VzwBo@1@cWlzBR0q1YG-|o|m5(PfK-Qj5- zyR|3D(D!jdyRQK=p7%9|d>Z97(8Hu`S9>`E0rm`G0La!t<|zJ{;faxP-gbh2;=G#P^E|ov!N1HLT17dqw#>-N=t@P`?W6d6chHb(hRz z6Kla=;CQpfwukC|*a-hGg!(hfA>(+!gaU3)vsU{osn}!*_dR1go3;7a+`toI?EVAc ztfckLyVGNU{}`_b!+HbhpOxns{Kq~C^a=gLte1gZq?1G#$D1v8WwgFW9G}nZ)j2Np z#zL4s(m(s`)u$<$88APb@9guJ6=eE~>TTFQr~m%OyON#Zd6e&*IXm|Kdbx$$C&Mfr zIy?8Se|vZd?2n=UB@EAFJR=PL1?5Q?@&lX?VW_X+`0V{@#81L7ALOrdpsUQwx)q>r zD1U}`(R}8OQ{1KEb_>>9I6uNXzn-_hFu9M}Ca`ZDk74@1P~p7P%PoUKMgQlE@}2i% zvqN4*7oNYnNc7gOOKxZXzbSO-`O-o`|13O@_DLAl*C-E{<+`q;*QW6G3d3waz*VaG zWJpSH`MZ?AxyIQ|?i4v6_=)`yhWXAKNi%@)|ohL ztI8JQ_k!jzQct%T!TtocyGtLN6xAUV{4>haz26#>wZF>bO^9CiNhZ?yGa429(|p~3 znBFs2+sgNw7HZCmoGWODdLGid@KW~q=9@OK{~|sQA|x!QMg1*oGk349*X8*(!*qU0 zxJcIIN1xM`KtJ+h(SltKI$5H4i1Cjw_*0~pwSOXiyV&l2Q+C;OPzHQ|u~YHy?5J4q zf2hxk@7+HjdAA(uMX0X~Gx-qa^IKecYiohe8-5;O@y8Pn5}rNf>z5_dwxo@77z+Ln z`(F}xkjf^ooOg2>bU?)ZKMRAQ zK7>C-rdpX@e%EFMR%{9e!7O-pRQPOP;Q?0RK@R zR<<8D4m~j$o=1Bj%>B=*;Y;Vg3jGB87s!uQF70xI`V}MH#3cpgall^}_nY6|WmS%whe3 z@>+j-n7{wMzR*9~=LY!}b+4}8yuQDo*U8AuJ1imIV}Bd^y7zu^G6}vv#qkJp`D~b> zSsIc3o9Fu*mfpQJsfM375^mU{A9H@oNSSKVU&4?NpgnCkw&Hfi*9m+*xKX-;{8ohp z+&^!$S9s8Hq?P-FjY8R(vD02a{6YI;nAOi2X8RSJdS-VEpB~Khb(3)8(!?#sJRjJU z9n;75kt_Efn_lheZzy*R=7;q8cywKK+ebVti8Ui0{V_~weANn3p8gEPVT`?{;-7zd8) zuVw9k^(cjbpT^%B^KjX*Eb@2|flTh&+s)@`=-QLV_keVt$IFGH?*ozkfYxIc zotF*k#P+)al^Qp!G?xPVMSl^v`u5n7!&1Rsv46r)pGJ8E9&(mW+^)#&l`uSy;|FG5 ziR`w1H?*TZ5>}-9%!I6+z7G@zKHBJeR(R?E?-!~*3NxJu`HT3z5Mdx;x}QcESl=^u_cM275sLVePkwAB5p~v@h15)dxbaTryTWFZw@DYQL(p zy01^7`g(ePyZM6*i(}K-`x+736G!fia?*l$gY<=MdNNA;>0!8Efb!VUPna0rrv&(q zeF(Q3_^H<< zYxrIS>T~!MtIJmHPa&S-`opK4Se4=#1oA_9g)en37~3v-9}V?AyvDCt_0lpJ4ee*= zY{lZnd3Kzhov9`>wDze$eE`Rg=sEK7jMPsMZ*YBt;XH@6k7{jBeWA$q{}I;4sS`eJ zfqWVLMZ}WL`5W>A;XDWDC(Q3d5tfN&{nr>r4(~Dn{F^75t#s|W{Po!6%T~yH{?I^!LA=qgrZ*qAVzfVON`~&hwa8PP|ap`@? zSJA!%MM)}|d7^v|=O+yIjPnx)e*M#*y)PNT+Sz>#;qbJN{zs!=eK?}BINH1ZT*EIef_syvt7mnxtdaq{AyqWR6c>LeH()9e%I}xD&INrYb z@uN-(jR7M)`-d$0+?uzS-Jg!wzeB!Y_~UBOKh%f)`%Zpv8R`J>wwGAG`)_ua{W$Ro zjF0QxfAicOfx77Zeq8VV$J4SaUz`K^;qwRjmQAQsnFhvy^B)-G>#%Bd1ib%+{SVv- zRd_M^F35x02~Q>Z4z!LP_Dr`k&o>U{4qe_gM;-Ww;~#8xIhdcV#@82V5%9ib^)4k= zUyqzwS|()#Ooof976L&bqHG2FRTsp9qA(s^7t3i_p2kK zJY*-Wtq|SMNBtrU_JsV2I;(MKm0b+j2l|Jo9NmdeGe3g<{Day5-$hV6jEC}O{aHTC zFst`RU6gP#+;xG ze~bw25?e1jpY$!|GQdHx2sw>aHJ?gjIo@cn08#@scz z>E5uvK>dr4UAFzx@mR1w!tuJ@mppD(?1SHHh=@nb{V8GKH_9{qW#g-XR$;vUpCE7A zB|fnV?q4B)60DUz>IL@zh%~0P+>2FLj8-iS`9yN+~pd z>Wo!p>&IL2{b}l)O7E|C2f}_1<2hllcch4@QddYq3i++V}~8GgMBUaY?i_Kg0TFpQ7>K4bOE8Oy3f_W@A<4E)PZ=JDxQxp*cUyI?Ythz+C4~~472l_L>~ z-#BN{`#vbI%+!Wm1veDoz7n;c94D7?tTWgD%-jj1H+(t-`&0A}Czsa$+1K-b?-!hG zc;S0^&==e6X!h51p4E8v$ngfc=%`yWAu-N`Tdowdx>VQ4iDhI+z_$8FnJMZG3E{6RA`d7jbe~Er-XZO3Z-lQ2=#`}YR#Pw%e?Rqz0OBCe$ zD4*;n_Q`wKPv`#e)aCs4l_X6H$#r+mm*ss(N%xs09TZr+KYirkjG;yAVSSs#>n9BPHrg-4^ge0?Vc-|8kKyWn zG5bD5#OdrdlRobr!S_LMzj#JxuvX6UWl%pr|9!?e^lh?*NFUI?&-_^*t-4+g{0-LY z&UX2t(Omcy`~~v+?8xbQ_X{S#{)geC%P$#da{W5HvnE(DZVJR_qAufpeZ2E^`JRCEvCe?WQV z41G4U@p=aMS3EBu%=3?&IpYju0yaT?5BWtH@&lxgVRrtWYvVlOUff-t@8mklEFRO~ z0rhyCKQ~~-;@dN)0Y4C*SK7G$T|aHeKT%!`)BoE>oDVOGPI)#R?uX!f472+fc^Z9Q zo_V7U{KxU~^b&QXw2pCo&olfut!COYh!=~+`au}vgZ?{j;^1_dZldo6pgi&x2RPlV zTLtuE`-NXpev0cKL3~7v$J^J$^#gw3_(kTW4fEAU!gy%k3?KNnosVDS-_2iX=_jtwMT`0$a#a!4mvB8r zZw*cBRke70xhzb4R*@MB_F*XI7h%v>od5DQqk)SgFG4&<{uEnU_g)uw13$dtMSzZzA28vn}t#vkPhi(x*rmy(gDb@vu( zLVk$(cuAD!8inMaa&t+a2?M`ye!@UMj$e{1+tI4f5bTlgLx+t=k8ObOEug-XJeqT7 z)A}lfjznL{=kwOy6B8v`*?3?4(vGNC!+LQ1(mpPaGB!?y`~>y4)ckbS&^pog3sJvI z*N*g2?3xYzvEIcnyU$(PqNWw(oXGvv)y*R-?Uvg^{(%0EFy9YceIR%l6zBl`k^k3* z{=Vh&+yLI!LH}6RTXkl1|2c5JkLxSTUfj^ZuoAwHjr3mEE~=WgH3ZuK!Cb$t+hs00 zQhK(lf#TWB(h$ZsAD-j>7&3<#FSn+%Wlk(f1gTo*OBj?Q_=z!g$Ef zn^V&s_gmGEkAHLBwuH^Plc1iA)4GALUCJ@;l@w!;?rp zH`~ihcUSM=`b8M(gSh_k1wZsGI=qB@6Xz>GWqwazISleI)W7nNxmIqs10cUce@Gbe zPmE8uWk;=Zi`&f4KN)84L)=zY(UwWD1^vSH-yV>8B|v^Y*aOaYJ7jsx@W(HqK7#zZ z9sNVEU-VJf4e-MWH2(G7M=Qj0z zRVP9JkUqko@7P|cvA1@1k{W*>pwh(rqeM(G=s)(a9Fis*rz84*Oq5^cIO#<}Wuy3g z{mR%`$AZ=WcYaryB6Z%fO^(<1DzCon|6#Z2eQBKU&Zy2cpSnF(A4c-IGbvehMO8J( z5A~lg>_1SxRU1Y`OziOi_-`uqUxdNGB7X^keE-2*pQ@6#mp+;y(pOy1-5HnX{krN6 z^2PBOX8S$D;GfVR5a#}u_4gq9?|S@}+t;ChpNHS;KgPrFtMkTFsg};w!`h@%MKk2*dn%K28|k zPr&^c>(Amn!z?~NP`#O#vNMdw7sA~CJSfc@{!}AQj@_?$P;>f8x#kP*e;)Q9d^maA zO&)(Ax-{riOz6t*dpvZ@QL%jS9psPp`AGAOSz?vw`>a^sCk**K%I8tcZDoB$IX>Q_ z;)1qw`ttC+u~^>-gTF!k5r+K+J&*lC{wUu^w_Q)1u_*w3MgRHe^TZ#ID-J`w6mhks z!J^PkMNn@*`l=uFJ>8Vt3-(JW&nK#x@JVVZSTE)Sgh5}h{}YF^%7J_GL0*LCM`>4` zNe2BvT%#d1tJYHp^Y;?dU!z;Rp!2l`D$7$Y0l4?^gAS&;k2G{t*U$jPtQ}c0OG< zt$fEA!$^paG+t=%<;VVW;r~~#|5JtYp3lnUq56#bb%t4f{dDnz;Dp(|L4Sk9{2&be z0rv-l!GELuG0e{E3B!IL>1FLxY5r#}pB|)kS_J$k-VO*vzPL` zbrAF$`#-;BX1lFhq+&nf?+b-Raq*?=<=&A$V)!}D&oH}h^upU|vQt4ns7Fi_ulL2- zIVbxn?SlJf=r0LFeva|;MMFuz@rADNeh})$NCBGm0dhdd9v3lj857_?JOn3bCk`kboaPFAV z2}gZ-e*d;)Y37*|t}q|w1B7`!?QPYP&x)PHc)WajuQqAkl<%Mq$gj6`?*_jem#OxH zjsK@otu$`~zrSCv@YKr3zX$k37qL7DLp=cJV>pidSN+=PIrIL+fd9e#uYUJ-!Pxs1 z@;xP^@p;4$Utax9cK$?|`w!Ni-S>Vse4I1_mtlj-tX3o|cuwQClA~m7>?G)G#ApP&_e}%u-d;{ZQ ze0cvMI(uRF^)Nr;53>7?Z4w5-c@ydfVNTx%jZx_Xz0R`#dy4olWkynBR2#&Tf6Fla9}=IBzDF7HVb{;zp_^J&18KaE1D$&*^ce&8 ziSdar)U$9sAN{9oUadA4?%U)1ANLPDHupc#|JkDa8Z9rJQ!<9LLjUW5E#n7xnwX~WIiFPg)Z+5N;Oo0BVU#;gMW zfcn%l=EA4q?aM*FIDgaf@oAd|c87NK_k?+UvT4WYeJg_A!+g~LP@T@wL4Ejrsiw*s zcE$GBczvHR_#33Z>0bJ=-<=6N1X;Pqg_pdTpD zFN^nTnbnHwT{!-i&{;)q#?%7;(H_2YG2)xnHIGY~sr>s5-*((zuXI!a{Jp!_{s=>UhW7m3_*4(4 z6?wpaobUVQiJjiB*a+u!NbmOp^B;IWmIC=>Jo$cH&iI|rLw+CX`;~3OuXLIM`>Foo z@fmKR^LN6q|1LC8{x<(5RSWiq?F_q;zWsDD z-&)~#9L7Wa`(=OMwq791-_QEx-OnS#F%9$y^A*C}o_|F}*c!KHj?atz-AS-u!%^^?=NE zkMkn^r2Z+zHxu%H^7XY=6}B#%KLz@ud>Cf$2ep0=KV!6`H{{c3-)#e&cMmoA2=iSh^`pEPX8a-y{KoaSFOEpqGez|O3g~YcK1BN7zHj%ZG|g7NKVz8Pmmm!LPn`cx ze~%7F^uEA;5#{qIw&-bIhUou2sU0zoH-FA$OYi+8%J-07!cfnk=YMSUH<#MO>LUUP zL&HgPazy`+A#N8)c6HM6uDB2K6YH-)a%p9^vFjGWcw&1MNah^95VL;(fdgD+S=VEbQz)c5dX1K*4COYAT0bxpsmUnz?}0_nLgr{CQo z`o1L2M;P=|EFabm@)qkm!|ean1k#75KfSc5Bk%{;Bb_wqOX~^&@SE_B(cj8Pe1UwF z#z)NZ9f34rm`^NEfy}z3qAPNe@I2B>81hSMuRgcwo1;3=D}LWVAk#3pdEdw%?0a7V znRm|?|CyMe+6Uz&kZGK~bDK;7)MJr9gyH)^IKJ%C8vPb!Pw*#V`3hu%_0mu76MZj< zaHHqvd#A@SeH6&KyxOs-YZ9yPaeSB7E4Sgb)A>bZARlpj5Xe=0t)AqU4*nMTA@6!1 zX}@gxdKD%~d%h?+$^4f<;qV5B!8)SzLUBI9@l4VW zYKQ$R@{2I|cN*_vy3h2L*Fj$5{j@;QDe-sS>=fAlAU~9>;s%ts%maGF{#Br~@_JUk zaYc~7;(C-mKaa5aa@mip~ zFG1^0!U?4qlD~4}o$k8o<3N5$uZm;j_ubt^|3`xJsqAyU?&h-v#wUEa=YaZ>UXY)N z^LK&Db*a;*jCz5-V!P_Oy!?U#kzl{L9@YG~LA4g5|MwB+#{$A|-xlX14E~ayFRtBJ zwXPrVhj2r|&D^R}Kp)zhDq)Hz0>V(wqw%Pn;-^5(J$n5{5;Tu^3za&FH>KrGS&)4XxaM z2(x@bpb;=ds&csyzE_3vCd}y}4Dpx7$NrrE8cR;3y*YOh-e*F7YJ4dzy&Rt|9VyvE zlz#{aL;v4@W7vV!1~kvRiHIHV17@xEkHlgr>*&FQ!2JkuekJI9W%0YQ_um44us>noANuRg)#r5;5@q4M z5cOHdsPP{&bBZ*&xL7&kdG0glK!<0V> zbj~06lX&DP%!l+6hI$y%r}L^|eNB2_)h@&zogcs6eA~HRn(m_tx|};?_2*&*@DuZa zE|)ar-k4lcT0#8ka_8cIV{|0IpBstkCCv8U0>bb-^0&*q^!%Cw{XicOckL>ietC8P z&_~$*$hFW@?;!s{`FH)Ox3|OXK%O6UQ>~PJ=+z4QL*#e&@>A=2JdXnYp+C{>*vs@) zjsl$Tp?&C%|E?HjBjom~yXfX6hm(2GzqgoPhUtEVfH1573v};&&puGt4)VqE^|tRh zpQzso=WnR5dM(7(;xRyy6Dbo_I|HGf78^hD+a%Y`a8;B zf73JfLr=V5{kR_e9hrqa_OFqv!T+BV=;tSGvmZ2GF`xLMU;Osln-AzLt=gO9YtYh?5vg*V$9scc`oDfeNC1D3--gOF z>z$h3@%U;uWn|AS-*&)xBGN~g-S-q2E?s_WdCOv;KU2(4!Z5ygKgrr5pTl@Y?Z97L zzhO}A1KCLrV18VW(fE$iCI)w4Jd__{cplr03kQ$5y?!D)e-#+t_RIA3z6|z;;}Hgb zg8fY_^a4AmD?LZwbTu4*y{AFDP$n=k`gM`%}|K-=}+n^1(mh zd}dN5i+^0W!u7*!sGb)5qbSr%4aNL13(@dPiT8x{A-~N|&+azk!B`j{={I}kq=(vJe}VEaYgx2U(P|W@x3_!VSmmNHc3vwW%--i`n4SL%`Y4R?@R3S} z_b+ffhUxyYpw9%UQ&ay80Dbcl(@z-u1Jc`P&%obXyGMiTC>g!mvK{Z-n7{x5y8M1w^m8neo!XahJfKV17#& z>YL*Gaxk8_9r7jd`4q!&UV`zg@7zGcI?FMjueg4O+5V&No;|f!W7mVcklwzvg9gp0 zGlYB)<YBlSBR>X>f6=VgWg^#y!B(BSG`cQ@b{uc8Fnr5axdNac`wu?h*hhFlWG{#a*9zWJ!ISuxN@nYy}b*rDdDivmsJ`anJtJnTn6W zUQi#bZ~t0#^UtPZLq^agD_Ae;qs=0P$!{zyz+TW_FuaK5OBl`v(7tWL1FL>p z_Wa*?j}?Bdp7@j9_Y>IEygcQ*B!|wN?@Dm(C?Me6<81IgYA#3D@Sx1SiMxha2)Bsoyp?9PoF<# z?*j^=taUEJT={rTef(j^4!5A9`)ZTQa94s+P~pI!B{IMe)N-njjEqVO2rZ$oT7zCE@g+GD^@4X_vNKThdaw~(WYU_RvMIExu=drtE2hX}^2SiSWP41xF6 zvH$pIfBbmAxVuk2sOJ)W<2{R_nkK)Id`t5?bdMapCV38g&janpVM*#H zx$`#gJdWpZu%+7B(H-u;qr4feA$xIXUAO$$XH#ykj<%oIXy4up&!c}L4EOVp9!JMv zyEd5jhW;2Y2=o1gXH)V4}X{flpssfnMatMEyjA2WNM1{!er)=zTiMQ(++KH(?$>S-TnWgSFHDT?!_` zU5U>IvT(kN<4=-ZH&QS{l;0!&CfO_+_UiR*;3wu^4Ac9*0*2ZCbyB+35-qbl@Ymw| zB?7{bFW`CzgZydys>Yl5IvPN5K>L{V`1U5#?hAl^YX9jgBjL4}#|tM1VcOn#LxDcz zKf_rJdpf4=3A)AiZ%&Be{X`tkDcpS8#}}$lzr}dsw70XcP3j=jN1Vj^$8bF9GsCe& zpVMByefujX@Oq%r&z*j2Vk{uP#PKIjb=y`te$vPk6`U z=j4k^EibJTF{zg??sI?YZ2e+{LZ%n^M;zaIUSN(|-&yc|1@za>i_)g|);$mU z`45KgsUf{nrN%DvFVK;nhTo?XOr5Q{H1k3l&j$#Dy`n#zx?{;`IjJ`G|1yH9yWFF8 z_WuL&ME!H=eI-phFp2BC%S6SG4TisfUZjsOdmm5W;=OMB);Q7k7qA}9Fx^)YxGX%- z^lkPO_`i)|Vtx{ad;#U-Qeavi8l1!J$yMk5!Tj`JaDIUKifgZrcWZX|asIe^-#z(i zR*1B>9O@5Y$%B$n;_(T~2qaDZ#_)ftz5m9rKCEw2f4Cq1?|5`ST)^7jl0GtgfaFUU z&M#2jgrS~*{B+GL@EoI=1K&Hs^-SA8EURf#9rst$vWDw=ACBPspZ2i$cu1X;sv+K& z6c7ge!+gbUu+;JsLGwXhQ66sI_2!p<|AG21^3!cihx(qo>r_K%ez!e|8RbLm`Tp4L zu*JG<=3m+OsReGOKa6ffYI1)%-E+mN3Fj*y{-b_PKNoY$_~9s>Z_G5f!C!Ayk}4<8r~0(m2UX0CXhmeOM* zuOAVHd>Gq3%$(MK|FlMd<)a=6#ogEr zIyw>dvmf&MvZr;lZ);gQ=qs+z)5mDA<>*WBJ!G8E%Winsf%n_NzliVO2?#^}gzNY6 zvM3HT>Baqp*Q|4qxw{90e_kloFNP0E`2K^RP<@@XPi5oN^Q?a16*l@wxNs)u1LntG zkH4LLFiainANA9#Vamug_w7{sGJ4ySS6>e?hVQxIdcB8E_})L~t8!;rpLcrn+D?H- zd4A=6;^y5Y!mE(Kb^XGoZCHj<2}7ZhLh~6Z&JjU!05eJ-4YmzR%bB)o{ybIJ7&9^>O~tc$puE_i+21 zANO+BMi*J|4@m#~vX7>vUp=^f%>VU6`09YwM$K<{RHbz|BoeL)zD19^{YqxcJP@__cdiL%jpXU*hebsWHPrwUO4h`-x13}gZ&{tR^-dCh}*GHp@HJ}N}T|& z>lPQlpW^r{CpM{ElhOov|AYB{mfGQdG1}WokNk#S3R0jC=pP8P_n`!YrS`M_+m}us zP~`;njQg*Zgz0^7!OHO8V^wyHg#X_`eynWBnzL!=ZoYq7`MWS6Hca%sG}0H;<#JVy zoCEk1q=zt%=Rt$A4xMy9#=dtU2pTch-qmsz=nL8dVOTFc@1u|y>fr?P2^Z^k5MtQh zBRxTkW>&zP*#-a7k(QeBR9clT}6cn~>kZp9YvN-0cJQhWuD-*%bZ7=aPJ1 z$-QEJGpsG~;BO4~mk$1o<&9~7#`<@p{FyND1J|>5N7)UWR@$8(^_dq|!Z-(hUw_rn-%aG{$mmqI!|4;JpsxOC{!5(mZ{~g<|^z29vs7E0V zsnRpl^X$RxW24gm^R~}ZpuUd!PFPx#`V)ry3;ow7EE&=CO^StH$QJ72ftpuT}J`+_xiSEN8J)yxiol{y*!1{3f&^pI1$284Azfs?|cXFBVypMqI zFSl70b{!lxt7w6kvX_0C&*qZy-?e|`2l#PE4{+`-@ zuO7SJ>KfFW(Ehd~hImc$6JAOB8)kfb*3dY0;5YI!%-rwJ`N0m{-w=lNa{E@e~DxSyJu$GrK6|Wz| zcv(0;VueFw57Z9v8P`Xc@2?4iek1)mIyyv#IlKV*qkis~{VT+Ikpi3t{)2fwv?DCE zWx`rN@DKF-&2A60PN;#tq5bc;*EdJXH2~f(LjOt_^bPm3gt>kY27iqD#MsMr>dEL3Wod?&mS00qj*3V z){EoqY%-i((P<8>2kD9El(Z#K?k3mw2(xpyVx3ZeA1Ln#&!JPU)ft0-L3@ulz9adl zQ6E?@@;@T?-L~qzKEN-uN5Q1vZF5FN0Y-mE80-!E6NdHu(;xB!T%W+FHZ<*lwE79j zCb9epgMJ?W8-xCh`v;$-{R8!f^F)*fVTezt?+nxT*#v@espLbK#){jiAE zxb0Anq4}G7bzCqj1?&s!@w*X&{?Pb{LBElI)Xw#Bk7I1=L~T>3H=uvs(_*lp{Z=D9 zkL%s59C-OarWv=ty%WL$#u;4Y`T72lpVLnbwFmu2diF1B>^w633(!M2^ib_aZ6%N| zj<=sMJD=E}-J$dT?!hoV+QdN5%Z5QujeqlkL-c4%se(9KF`mG_CLKk zvT(q9&|lQQ1D(RZhtK!}{u${z5bB#zrYritC7l1j-o2mKC5!}mP@fJ|Xip#D^%eRf z{Rf&-Y!z#qxxYK8oZ~gd=L+mD@cDzIMpQjB6#d^k%9}9U*FgClv>R`@-d}Xz1m#T_ z#z%c)?Q@B~gRXTp?tcydebk>Yt8X7%BDY88xi-WHwC_mic{Sr_6oPy)pCJtLLi!`a zI_y3F_!*y{VRpYhGO~N~=e6o^K0y8N7q0BOa0fr1izLj>(+GpU;QFJS>+fGZt^o4G zctjZL8+hJG803Tc#xTnVq7uFZIYjh<@3o`9i@H&(I_gas&xfL3=Wpv*e-Zp8$}hV7 z%rh;^Aim#=eqOpNd~q|_Gx9t7XSc~o7w7SM2*a!%MOcpBClkaB*tC7niZ?vph>1TN z{VIGK=pU{xCTmR3n;jOx`jGxZGquhpr)Kkd*rBRlE@d$_oW4U(ZImmTwgP`JKOhYB zA^nG!OkL(9!~YLka5$_aXZ}rf&wRV*5Ib7~%u^ha*Yt6G!i^0D5shLzthZGfdyB5yW*Fa(sTF z=zbmYC(h(cneK#v%KlV;CJgZl*Aq8jd{ni>Jiyeybe5XOy=mNk#v5#LuJl#s`AGco zcYRVVA|ak2eGJq4p@R6&De8(x8$kYOuL*KD60;jmK|DZvN!TM}ROvoSg}z5GNXSWh zmu)nh*J~1LjYD%?rJ(+f`o=Je4~f~^2k$?5AM6XqBMj&3NPl8MQHziJCKdYrs31vY zL(Pp7KY(9IPm;0HOPw<*V86Kjq&dkx{XDvYJ)yl4R%hp%gh8Kh{G^q0l`mZD0r8KX zU$wU}ro9KWqr8*W4S(YQb06#vQNBrWyR)1>KLY(heM`FYM0x%E960}__UhFoCT>D* z&&eak?SAF%5BIHc{NxcY&u{+m1;+metFirVa#GDx$#;1Q{~xy!y~))to;%F%0{Jb@ zM;P{pxSr&fhJWrHZ%>2#OXaDU7dnSBtjO@`u@2-&qrUi~B3H`+@^`?%qI@3+hCr1c(; zGz`!ksssKGpU>2nx_>%xlnQ;HLXc@!skdN3Fs~nEwtZKW?EhGDvMlN|!v`hCiq}IJ z>=*aTghBpjFAUTB{sM-llK*0u-6th18AauPSY&#$PCqAFu=|G54+jH1|5jM^@l~SzX=KeR8%{=Cb(_oHPZyk8yz%t#m$P~NI2FI? zjcK>pkbmO*r><%_c03#m^dNsuhYf!38lS}X^{X8RIbs)Uo0`PxG-|boOP7)`l%cP{u%d! zgdtwzc`a*a_tDRW%$S%{e+BFj={+0q-(AN`vXW!yKE~MugDRV07JUA*1%sMT72JaI=T~hMr-MI6eisO*%;~$u4(uQEUBa;c!2J)yto~E5JHQ}oMH#>EeQ~N& z*~8D)e7=h_>wCZR6@9N5>A9GiX4|)+4`8&Piw}ddV!y2C`QXLRk)eKNUjbwOaA~{K zIHx0lFhA<^rE>!uA3c}}-vg(1#E@U3{0sH(9$cXr%DxXEC>&xjS7VbS_eX`+j>8IG zi1H)k3#=O82Ewt17ThtAk5#VVVIq_u>OpmBA-)bL(aIueKEB6qV)?lOiBF? z_KNgemOK`i_DYr8^W_2elJ`{YhW8baf5p=kc*v)}%va@M7>U)UGAidMn2a z=tKI85d-}g|B8Fgx}msoG@M`c7u!d%hyRQfI$3kFSEQIx=e<+oUoc?XU8t@C{O<0xXqow(Cuf6tagZWXP2=nvf(gzjy4{M3O z$4Ad22K%7?h@oDI^iqG&Z{%m`Tj|y#8+L)T(7vuZR=CUEcn|&n*K@5`?zyYc9r*r* zFwd{cwCDHCaA^kn#Pc-5Fh0)5@LPtRHG8PO=??h}zAsW1CKoc=>$eNcZmZ>RR>OS~Q**w6FpGQ^-CNbhymBHIrpoB4VP!+rwkxxPlB`bJ+_ zhzDrzH$2s@q<(UM^`bm(geUgd**6sE`v*h*fckv%MvtFI?$szT|4kV9P3`yl-+pWD z2>OHb-BNGgH+q9FuTR|4)}Gq`tT)&1TmN<4kn8h^*LQA3tX&*3&lU8Qo-gps(R7vm zAHEi&`z|+@%cFdpQoTL({tli@t}C>%CohVX{VHAk2sIx&7GO^wZB^ zm=FCOVVDosLm2XZdcI+u)$+!Ts{QEsivHW0;_s>ee{ek&4ugV@b{PcY5e_jbF24Rq zwGTaCff(W|&R?-FZSloC(c1||V*6(}mFf|MA-_a_!P+B;AB3go`)dM*+5HOE{|1}y z%Z{f#k2XWS8R@I+_Uh<|56N5~DxETF;&w?(Pa}HoXi6M%xwH)OE7ZR`XM4(SzZB2o z$DKkmsi$||%iWQ%71LkU!y;eJY6<8Q_9x8aQPqUVZm9t&5YLBVf5dP<5$n^`&ix}{ zet(59-+!_GY`?%TtAAE)OX=j{nE>)fepekRZjW8Q8vGB+_imt`P{p$!cd?}r?A@%@;qIE%F>do&&# zC9)Ule@A=5rRbkf4?}wHKi_QN<5kbUM{xhAWoxik2KWcGhX>t8G+mXu59gKG|AFc0 zkvGnZ?&stB9(W!%DUz84=e6j+34^~vc@XC3kAxxrrtzv{C(LqC=lTA_SqnR64=IIs zi235fR=>-?lYMwT_^8K#KRq6a?nC2zgh4;hKR@a{*Sa)mIm8=dvAhYx_XW`Z6NdNY zkspMi9!k$!8Ha={)`9&9()TD#W>@=(Aa37}E^G}kQyB*F73<4{!G4h+k1uacj>zr^ z>qq}h7~22AP%p=NVD;g&pXx7PK|DbE7-sM9GJKNgt-e^UaBsU4#1r&igdtxw9dc#a%<3M%>M`jKhgiNc2;j??RROuC(T1TTiw>?@v5fZ-GS+^dqI3K74x^& z%If`9xNXexo!a`2hRsUTdA?Ss;C-pNya3`e=1+vdUm?A9cDKx5ylex0AiZ_FqxSf| zu7>kCY=5dIAF!x+CG0PdUcw+>?Eln6JL|K*3A8gjf9z~`cXBIJr?+Pr!r)I(AD$h)H1=eyEx-T$ENRS+46`#5?EMu;~4CYA+mH?i_rP%lmmzNhNvlWfATWmqq&UBY{)05|F*!@HzUJ&KJxNbkM>#nUHN_QSF0MM zo3w_&`f$HP7|zd8UkJl}Mx5_e=yTPG_zU1)a6kO&LVl+O`&@zl=uZesl+gUI-$fcU zzIO$ELw$TBy`pf+V*$tm>3g%UgZ+u{KOhhEmv0g#>Y3+c^Ys!2`p{nAx(;qJ-?y0W z|KHBkGn+O&hQBXfzeXu^#fT0tKK8EwAB{UZuKO z1J;lHeE)k;R;TUZKo9x@!f>A+`T1da@2vE>E5QF_{}1cjZBEP?q`q2egxEeAJ|S`X zZ_LjpK19cVRklfm`RVy&-RHmF<&0(r3>1%T0mjalWSP%~kg|J>mN?!Z088 z$94s_Uv0V(`+c27JH!_pzuDXF?%+OlP+!A%MHu*j_SAeP{9D59WAHt2orW7`T@Q->?Yz?{mCh*M!79;1AKBKiBu%qF=HF@^M2k{e;23aXqa43(@~2 zS1ver<^SFn{?b_4$@`BA$j?^%Ji`H$&oca;&Z`(^`2xckv>w91UtG^u&EiEpAAN>+ z)=xY>Vg9}VYrjkD`Cod=>Ti+y2>?u2uZU_4nI#?HS#gG9g~$ zdEK|lpop7cePxbN|L+QyrFO6E4EYAigD~hTj`w|mYX7z$Kj1uo@X7qj7gdjxU(@{G zvt-*}t#DUZN&Na=;vZL16vOxDKa@J3*)v=k_=(T|FflUL5sZiL*CKy^3{SHevPRAIjtBgYt7_dt20=Q9S%vvr+cTjy&*phsE+G4EYL<|LbGD$v&N1KtIm^>u1cz zON}-lA4_rnU+ulZFC?y3FeKcXzGH58`CSS+5>?`M!fK|J?-GXlWXSK-Y9alXdL_<+rl-g6y#CTJvRQ(0ISU{ILqn z*}(ZhSau%qt9_LEz{Ybu`F))B$xY{O4~&;(--jd2pKteCTf4Jr0nabmkIPQ({^K+7 z3;j7^9uM2!87w<+Y!2ub@{=%}pP;_~88y%6g2pqb*P%ZCu|2ZkXSObkkMZJ<+w?g@ zm-~Uei1{g$koxvKLQh6o8~Y0-Iu`Y`l1PF2gP4Cpi7DMC4%X-<8TJ3L0R4kd!qdt8 zqk5t&-NzM5%S-wFxVHiOImf! zEv+#DdExw$j!Oe0R7C$DMfk-K``P8M;Cz_+BWCvzgp!DPf2n@;=NyNQ1p5}tS11+O zVV{k+=zE1oAH(#2Q>>lOFV%kWW$xs!P#+cRqflC{uhHm=9WXvVFKuV`#l%4L{|-ox z^o(y)Cpo=>cI2=0it&Df6(c~ussEP2hHk!FK_0js>4Mjf4HkY^?LzcPzctN2d?uRJ zlY}zE&$MndKf>aJP-c|O*VegPAb%F;Z$cTnuCx8ODnY!!`DLmTY^OtqMh!Fq`Iw08RY(}}8}a=Zp==Mkk2cFY!+lz@z6oWchHl9* z9uE2;-am63N&KO9_!M^Bu><{ro9KVF}JMIryFk+w@I1&slqX`2g2ce2G^^k<1d@* zIUnp3^+jo5{PCkfKNab|x=?BD)<)&TLF_)BP-)NoKNaOp5I@BE9mC*{(0-|1nb{Lz zc7K}pr+6k*O4e?V+Bt^pw}ndY?v77evL5PbC{N|g-%Uo3y2JX#=l4Q}>3c&$YCIRntdD?z^^tkFTbjxyC}R5$px|MVRFWLbc0prc9J6h4IDynqiPH`U|yU z%?lZc&n1}r)t;w>T-iE{)jx!UL7qszdhlLng=h)LuTkF^ruvzXFwl$qXYKU<6>Del zfMM{jXdmi({`iJ`lmB0P%IUXr?tWzTIHCHp6H)W$iSCn%3deJo$ZeqR(VD8WBn=q3p?b`H~kd46Z|9cx5J}qJCk*Ft_`IfKag$7OPpB`U{%D#kzo?=*7~%`+ z17VOS@?UfMPW#Ed53zcgP;*6G*oWhnq>s>eogB0?m&UwPtR?@|X-?-u8>5Xt9{43gzz|* zq)U6tAbyGSC7~8#ZtsLa-l*T&3c1TqrObo*(4MsS3zy`4?g#hnaJc7A+dghBquKb@k>QX@kWx&PC-ZGPeM#;y?0@cAzK*@8*G{dv4* znC{C6yNubfCSR%&_=)kQ%cMnm<#k2iPjJ0mTsEF>`#F-`#}js$_k4nCTNIo};`$k; z^FG!N^U?FzpY11vT^5w2p6R@n`_nFqr-kKvc3}4}gk72&S_W!#h59b~=k6QV);Js0 zg8Wc_b#*+GX5}sf{Y8DyOUb|3R&Ny=+WmI8Bdmk?g#0z!rIOUg zZZOb?_G9=|;hLeUoie>oAT)d(>ZZP?7t7xn=KYPN4Q8&~coP0!64z%Gc_!h>t5Dcq zB7H_juK{pYNHWR3`f_RCxofuUFr$ zA%@EbLwlIsKkpJf~=SQzn@$1G8}b z#$Ur1-*0>c^k9Dz>FT*NZhi*&VLM@-f13<3e)?Q#1<&tHrU~u0bd6#44WX&@5zn3W zE#Oa)epAaKR=OA8fW2V+APn^bTt8uMFQ(QOKYu$|!wCXCKQY+*eu5D40m4~Ldh=Y3 zl-HBIOz$c652+KqUx@i9!*stE~)&8M=QZG)pTOqLaD0^q&qsR4*d^S)DEb~8%A|(;znL#K`zOQu+T!m;3;WnrA96A1 z$n%FjjpAqV*EDm%iV1gXJC@ zLOjCt^lkmtHA(j*J6{v_JAAS4!zr6VA5h-?&Q`46@VX521#y4%XUFC~D&+YxVaV_Q zX_tFW{OhmxaX@DMT^=v{n?0*Y?Bfmo1o_*4#M4Q`K8xx_$RCCm(R%vd{XBlD(^olW z5B=-hKD1ZB`#&__fc}2%b4<-aJ~;mX`^p4~lb?WJ|6rgW=Npi{AS~Q}C+uHvKEmug zR7e=~5udk+9HKO1ZyV4@xVd539YHtPPhotsAk6HIFvN4@@4yMxg)7#Kh4TQMpJDpG zk8t3N-kIg!)ZzQ+*nf~)h|>Ik$)FENA7L(^LC50fU+_Hu_K)%&EYt97&4Wr+eWGvh z+=2J>^S{7-8;t*!-8I`QrMrMXLHaE%I$aMR=gIRG!rZ@F4&3acsi+V0qrNdr^)I32 zFx#Z(-TXnnaDGecPorMOHbDFn*As-6vjh98YAy%<(er-tCQE{Lu=_DW%foZuFB{ew z`~k*a!tgw<-}2Sfxyq%PAP=N>$bef?$J3_CpP}|4Z{kuu+V)hUdW~>Mqr|nvx}y7# zI3HoCU*LE{l>_U)q`n3JM|e`N-;=ICgM1F@ABq^{iS#f`-yakXU3A@X)pc7qUz;Gd zPlj3iA`JNwjlb@{dujTeApb)74eRMTQ!%7XwwBg2Y}CRC->C0EFRpJ`&Z`3@E~5X3 zM*a=Ea<-50)ih`qpJxjRgFe%E*be-``KTT2pK#6ieNQV=`F_euYH=rjt+g_Z#2+hl z-Tkp@ZSXz->Z8?&Sbg7CKZy6pzu`G=JJotR!+gk(;SYkeI+Wan_|!|h{^50@LB@%q z+l|y8G2B1F^$h=GYZz8F8T<`mYny%TOAgH9`+Mt^wIlcFN$~u_dX=4G^rvF*ztq1_ z$Hr@N4a5f=e}tJuz{1W}e7`gzL*l|ul?h<~=-&xLyhV93Oy83f66W~}!}Pv|a71;U z^*zsVu;0Y_M;_jDPVdze;6LV1grVMp^o+cf&_BDctK=@?_sAA$odJ1zJbv1&e|5)D zxfj?g%EKmH{&4h2FQ6CkDD&fGOSD7P+8FL{GH^kFzaqUaDIE2)SNVY(ZlJ%&|Iz9* zeuh{zKz`*Z=09QXUq*LYH2t*SJ>WO;gD}_U(T{T$lwCLl^AE@83A6n+?4T{Xl!8{&2o1J|E@tXZ?#I|HFKWjc-cvfH3g$pY?Eg*>%tDV0X`-omUC%2KPLt zxyJ*(7l87%Tkxfu`mo_3Pt-TUFdp)6Omg3;`+H?@eX<`mB6HXEnXrCrw;w70MAu+C z_-B0HeqD*u_`D(>&+WseKPuRM9o~PY_N4udZ`7Z2Ox8ADAEgg@f(S%EL+zr0M%8LWiUw6U@#>0)NH#Lm7tiNsRZ@4*N5d zm*eAot*I+M^6?!TcLZwO5qw_gK&sK10k zUdS(o>3)XLX;4PktcNGyd0a1H&VQ$o!lo0lH(@*+fAaRa-=m_7V7=IX@{SJApF2zN z{mA5(b^YR}RP+3E%E7~3cXrKz0RY%d@D=8 zpy)&WotIC0WclJU*Z-*=5#@acZk9Hn{!^m<)`!axo6kwibkto}wA;w6oT{S__}c3173 zGCgt==(mY@z3v@Pxm}*Oir04tLp=|lcb{-*;%bv6P@h2gxv%cnG1;V=>!cheUgX&-^Ax_5w6#MDN}moT53>F=O(u=5F?&&^!lzP^L6 zC9D_uNf`Kv`YHkjQJY1 z^YaqczmCy^<3qlO{GoQZk4(6>@$KEEzPvu=z28Y*$6iG-pXBA8oKm_x_bSAHl%IFW z;cDYYqW^!!=e^qlWs=Swg!?mS&xBQakUu2M^MhHRBMVR8{6Dh3J1*z%{l8t>HVr97 zJ47OsnHeD@t4Jv%4MkB#k-BfPN6AW*j8KH6B1J|SNrlRr$V^JA-*w;DbHl6>IoJb^zceK-ylk-O{Yca|!r-5f-%E>|-Cqd; zRfiFF-{5*7*;ono@3Gwdc~kt%vkxJDiod^!VK{~ON0{sHvgLIzv)Vq(GXJrxJiKU> zWGU$90x`XW;XbVXzZl{###1VX_}31DzF>Ys<#4`%^m$C_>lYk2gU3UU1LKl<A5PbgyT60^V|$OErZop*hw%MDPrrT{X2MHAKiV^4_I^%`XYRV_hcG6s0cQ2n^Xy12@3;1u;SHjRA?zb(^O!z&o-V4qPQU1%H)&^OPQkUsT`{{&1 zo;bdjy#IH@6u5s!^72xxxFPXlEAS8X)oYlgr1SSHu$~fs4;;fVec#V8{zX;3G`w%hSF81T*KlBHEM1FaPSHAZt+yMD9`Uk@D%EVv7;9rs74DY4+ zt(eo+x_(b*us@VPVeX#^gMUDItk~f*(9CWMtdG$?R(9yOQ03r8@b4(^RlnzkxTGxy z`^NqV!~c(CxsTNVMbChEkRP`9*>1P9XrB}C1LHMe&~K!dVYWVJ_1XRyVUSO|{*>u^ zfEXX4kx@Tw0mSbzG5-lexkWq7{3n$wCb0gnJ@_M{ztYP&^-_1}564@*?X-$?jyLR= zBY#%kdS?HkT=cyMmiyX8-i;p>1pBvyCtG!sG}i)tWBl+%4DlQ1>zn#xOZ1ltSpNyG(&L-@XF=P27s!{8-wgBeEA9s`Ht&b~npl60bk~5X_f_HjXry<|pgs48 zR5$Yd2EyP!slM&9yvws6@c6#QZdc!+fTv)uIG;6R^)~HDJHzAa8mInSE3TSDIqKt@ zstpTttRJh={mPg%^&z^pyEQ=?XkUI>nv<4P7J@$G{2BHm{r1zD+nRU92j-9T_zjv8 zr?lZM^sgu8kDuS~61^PJc{avp!Vu5V|NBeV<*$1^6Z8q^>#v?uvVG%G@E6#h|BQ~S z*Vk6Uel5zwKYYvEdo{Ztf5LbW(96+JX_gQ0hwz%BS(Da@zF&$Jj~{>-&d0DlVHgkR zN0{eNgw@W|_<_B0(>lI;!~IvF-o5YU@h+erXy1VYtj&y6y7Kdwz=Z11s*RKQ{iC&W zJe?0OtAYEaD37&^gB-%9^YR}6?sW0uSE3;^ZoB&i60GX?AJklkMkuA{UJTU3CrSCZ9a6+CjDGD`c$0N z(s@d|ssD9L2G8xNFZ#bFtiLW@y?4)29cYjKfH3F>#y7&Senov>-))}fuZwb^e}pxn zcb)xW0r!`&zxCGP;iV0Y;Gc}e@?zMP^oKCSfAqhE!T;g-tUlcrjalz7dx`szTkO5X zn2?Ca7bg5#spbziuHnb9vMXeS|6o{u)cuRWesO)k+PmTZ39$BRgNQ#Nw*=BkP9wp7 zaDE}5x<5X*WIp(FluyVvnSy{p8W4Z5Jaj{7(S*WZ;Ga;w8#?c4eQH`L#m)ma?BDuS zp;YvJXn!$1gh8I-@8Mz?ru)MTL;ObjWaVr;!XSSfpJBQ`&D!(xcq-@Xu?>lGl6QwD zf&F2=K^XKM<+mYm;XH@n5QuLy{;xyQ!+v#w^#JPYM(K(>bFPZ^b8viy>3x@&jam!k zhkbbt`!7^Jan$eNxlefi8yg!N-`Ny_y`#S(4Dkv18>aUz|>D;OW=6W(R=vfx_LeOaVulU3jruN7xh zPf4y9%Y)%~iK2fo@b_LjY>NMP7sKlNQ9e!>@;}sPhX14dhA@w>tbN-5p=UqQ%gX8d zO*S5v-{$a_8J8-rDEB6QY~IzSX6s`okO%T-bDFE3Uv;t?i~pN1pIKE`nFjZ_ksn*6 z8uLEpp9gzK{%`5>*+0}PoyV6gEz<0ge1Kb~NZS1}x!Osr-A(ls&_OQOc`x>0rp#P4zZjsYwc?9S)6!V+m zd6a(=hIozi5{C5~`oDG|kJ?KX}4E-U$BK}NG(0H!G z^)piA#78sV!*ITa^f5ez_z^i>&DtSG^jbViYXtra>5B>qNY;~Wga3a*`9?*)y&pB#3-$->#q%c&^2hZVVOYQ5{U27IO8$^A z(1Y@3<@)V0jNfiN_}&5afwgD%cUb%XNZwHojBN}Cu7vd;+ACqce%hhi{vGK<-XH~kpJNLgt`COkr3BkXPrU^Q{q2iC`W!X%CgJq_=7VE=@nKFT}h^2A)T zLyDl^NN>zro3Jf@x4>SpTrfDAY4WIN?36K>krF$|H2V2rIEE|kRRZ9!m_x*m#l`u{VKFK!tgy} zyK>39gm)S)9b)p|570NHXXl7ce^gBS!2Cyu^^q{_&mq59`99Vj>%)Cw?4Ol);dtxl z{BNS~L#ceN?3m+a$ANzICp&-TC)R!~2K%M{5rcoA`iQ}QA>K99rQa;ME#Oa3-*@fH zgGFmP=ojI_ih()1^&z{#`mtKh5rS;_cW?6etohM{4tKVx7VWGXP;|9zK8rK%BnEGp8Ik~{v8ssm2-yr6| zK!b6=o_&ysCjZ6o5%Q;m6>6!!11IOo`gxy$d;$AAaC7dH#<>6Zekx&*7tZJ4vvJ z6s?V!z7>$4qdXX9`7U9(r^K%#KKD&}?(CtOMD!B|dq;l8Wlwe}S`q{LkMzVlmN$Iu zWX0F}@%baHEmvD8HPCoRtuph>6D(joh~pn!xZ${Tqyx~4?T;=|3JRS63G@Z`=Z`M$ zeBIU2o9A0cw`i4qzOqP0gXkeF_m1c}y6vLv(6gPme>j>l%B*MjW}p}ObM$SRQr;pd zSg+xD2~s7qBg3x3_()H}=oPtz_33IhbiXm-L)}y*O(Q-Z!f;-N^FO9JW{TVC;~-DM zy>HeIZM*~hVZMKiF!O)MBJzX2Tz(1k;dsYRHU#TTI|26{+hGN^|8(rzpx{l76Tn{4 zUmR=Ezt@mp$=8R3;e7|3&vAE&QL`mKf&at!LKyrb>ca`S^Iz)9tU+IKeMA`O$NdDt zU=Ns&Fr3EPPa9?IzNsAeLH#99{1`QB0(@_c=hr9BpR8+gnGfqzw5JobO|cdSME9AH zKPT!IZmEAq{qK5sssL>u4Av4>3{U%~k% zZVFO-?pX)?!ucd7+}rlXp@E;@5|&~61E)1JKV&)Ihw}=ofBI1E?8IxMAYaGv7>*-) z2}As*`lm-ODqr&&{LMA7zdMZ>^e^^b4D`DFi(x%C@Lvq^1oe%zH>LcXFz^@ei!gka z@>Pa=lRh%czE@zF?WYn3e~vpGo~EOD#-)lr7rtLHkZtmZ-gW?k3z% zj1=>SFsxTFelX1LuMmdy2-3^S+5N+02gAvk1-A0fSpSG2-=z9s5zpR@+yVWgKTSpq z`A)lX$S2T0Cf~ny?w4Um2evB*aeYA;=7;+$472lb zhM9jqrGr7`9xnrVqW>cd`>W``S@{pL zH^O}Xi`8fO0xM_yz3}tpqc-ns&_BGdLm2c6 zYM&_k+fP70Fy39e_(Q(0u!XNj2!np0ysmxf)H!ASD1IN~`s?Ppvh7Aujz{YA7O~+ zC{I?O`KQd}g+*i4JHh=5$ho^D>dP8?%pWwC@SkGg9!f<|s^S$x> z?}?;?ML;jgmoVrz%9oY1_{lK+pF_+|{jIXeOFVe~e`{!y-HN6h@E6$sE&C5oRR@g+ z{u7?3B`~P%2Ks{j^cLYh#9zYDAL{Qdft^C&wg^}sQv3K}d&ZtKfb%=t&$<=A&ayUo zHqW1L{Tgy=`uhfc|KoO+OV=^dE}&l+pKrg*sv6r^5BiP$We>jdahP{F%oq8Wz4?oV zVA^aLpUO{O*IqS8AN)Dq2gyFOATRj0BVWJV*=}?3p!{F3XRM#2XeimI%R3lvfLNY{ z<=&D!2}=}Hd|>6Z#P6IXp;y~Xf3p8$iplwF^2hV*boPH>3@fqxC8y>4rDbsQCLizzcpgI-=5H#dkCn6hmfRfG7A^P4J<(=1h<6eBn zIKIDhcSzdHuY)hbeu|NpKMb#;cyM>;AXTHhoe&TDV0o6_=hEdqU_aR3-Fum;_p`G* zd?9~!_rbs~U3|uJ|8h?&w~w#q8L&^x_wEh3zw5u}=V3nu+uw6NzHdXm=>HATpAqKg z)r28lpuf3yUb5#<_`iwEMBlyF5o5nj{098Q_(d4vJ@Sh%Uq9wAo-yh7Qw#XNJhXR) z=h65KPa*l|uQ-3qLhc912kFgUzpD57Div-I`H|A&wF*S<80A;+ z)#~}~2md<{Eu6H>rE2UC*bhVb7dlo3)NK^~|2pA?+5@cbrNI6hj#rrc#-s7!a`1mR z|H3EM!?(m-=j*k?s&_l%tyFlvK^Wo@_V-YsqxTS%w_N`o&Ki;1`;zEBKb4=9-SaF) z4eSN|#lz1{gPMzbOR@8_qAtBA8jb(M&u5B;S(V#v4&?sgk>aq!+JOnmwZw0R*?oye z78fp>)QR4MM0q^2yDn3|Vk*CnLim6ERTloX4>bn+MtynorJ*ENE{=Z>^!Un%*sm$h zkbhu*PxOs~;U8Hbo(GBbli}l}4}`&kar7s}DZgX2-Y3bh`?bY&BRb7^6wmd6uzVejS2A=!;{BHyuwFoUmCS$S zeS5O#{dlCOr1)0GB)_$=e?$25h>>Xyvq9epHzs#-su&FRgYzpv4E#rZdZv(mVz<$J zc{8g2EP2v`j%PxpyE1&UdgLRcW1v4czh^c6okkC-1^!@vgeCJxf1cH=DaF0|&FBAo z^|=AH^Ibrnk)G$jtZXVBwD^2pcr_o`dp{ZC4dxq!VZDy|5ySNV@-Ymv^Whiy{$;1v zYjS_{qBYOM@zqAqZ)%Sikb5rh8W{9Yzn9q3e<4Elt))NlrS>4GH}~o~YliowmuYHh2QSMX7kHh2H>5#7>f6GVvf3Tb{y5Elc zD-Ro?r)MC;*C*vo;q#|i{O0{tSZf$}))7E`9KXU=%FuGz1<(glBq`$Ir^;R>x;jsUS>si7uKip4X<-EShiMELOqWk{H z@5=LE-lW`G%;QyM>G&D?A3gYfN9F6JC3h>T`Tp{oNuv$UtP!n8u>D)PfI){eT;YCd zJIwh@FhnmP5a+OiVt0r~ybreo2|`c-^BZv+0E>LuR4#`99bU{5H2hS~Wc!|Xm5 zVSaz%?S9*EO*k#p-yto%AbuK%hoTj{x2qmuq3W!OXUp}#5|1S_z z9rkysS$!+W2gk2|(-glbPV`UZ_G(WeJ~_yzY}a6hE__x;S$7HPQOi1}E}C<&9V zn!gm7|9d~jBf)m)2kyV#UxBJk50M{)xxNsF{SAyC|Mh-<`<|aE_+#{MghAeD z|NlKM`XV)JBG2zXSdJW@GO-5w!+h<-cC9ylNBRGW#eDdCYW6l42k-~D|HSYVqK7b# zSA@Ynar}=dBYw3Hm^q7(T?>Q+>8yM&+=cL4EqN_RGwO;H7-NUwwjR4shKJ z{%4T5f5Nbzjrz?nyFWn~){nUVKp5g7>NCSEKPC+R3&;Puwr}!)q3KfeUT@6T?4!H1 zy6P*G5kJ4?fBn3@Q%~-1ze#=ca@n#3{(Tnh@!Rn7Y?nnHfPRcW-*WuxeD>RMef;(` zGDP980Q?!s=ljgA8&jsYD$FE%V0a4oo9_qwv^#p`!FWhNVea3*ADpQ=#xk4dBj0ai z@9+xi59fpEuYN4m^Kbg<3F{YJ|Nl5Jtd~^ICdhY@Ucx{h((~h?{d}8rbLb!U$A7eS zIFWL4DDWHm`?)%}sP<(G#4F72e(pGXccs->m@nG%&%Gs%dD9nxzoT-*&_CL9{h*oo zDoS_YelhxI!mu7dc@gIM^DoaI3s$aA1^vSOk70Jdi!h9j^C1lSL|C|`Wa3*3?k|7s zv_0xk^cLttdH;GCw9ohRE?AGDzBk1Gy!^b=J}$3@(xs;5y)Hohfb$~^=Yv@Pw|BAXpdl3e1Jc`=+dXyvNs<3Xei3Hx6~{E@PrZKXda%M9nt$W#8H;0oioUPK`b|kY zD@(?u@_hY|{5IFc%_rgh7?%GT8+q&AtZm?*kv_ug|88UcoIK%RYvu|2skom;7@QN@ z&!40WE4c$hc|Owo(yQw5;3}0BH2=Rnh7M8@TEO`&&hPJX&j(#Mc7gdIe_Es#=Xby7 z4jAA2Ayy>f`t=DOroJ{RjYlqQ12LmCRjRHHe>Qw5b_;W?J8d z{W|ogZEDS*=36HNf5iS$AaOdsRXy!J__Mzw0!cT$onCwPgMNtR#WB5CBaqy1%(L?wPtXS{M-2HbjxW_bByoL> zC**4;BL69n&e(hN>@jy(zvFn)k3zfOyr$0bNr80TS_TmL^CP4vk8cWU>87*W1; zPTZfYLH_GP+gW^mvOf#`)mk*5y;$A?xl!M9$}WlC&t@3<6Z^~#DO2uX!1{57-`!53JInxh(FSUX75|$HY z=Rd5ReV-;!E}nGhyzMDYzl!PmG3R#k`(px?v2h=w_FMt~EA~GOgM6`nm8IiWZywI? zQwUUcoNEmEo-Zkl{#~GQDsH06-09%Y#P%dmNsLds6l})wZGp=D6qi#K>Tup5-XCO` z?LP=qrO(&uZrU%Yg!U>>)wz5-V(lQ7e+g8*Pp?+EwN#$ovlXayy4q9Q;x6R7$Zx`+ zzhZyS%Hh5-&WDxHB>g2UL+ejgAM!ucZ?)|XHory;gYOMd9)!96tL-mstLqU8{HOBs z#fv5;N3;8T0yV@ykJ$eR)TQ>GU#OA?@f-VBS4ucA%OFtxJ+2o8>c-`oipG<`A0xlj zCo6Q-UwD9hec9G_ z+0&EHOlR>_pq?6)yGe2}#0PPF=D3;s4=bnpS_1XY2?eWu>BId6q`#xe!*>H!;^F=Q z%CqAvm*rvSo8bS_(SLP}Y;M>+P6+cC=eGjFu>L@LI^K3Wcv~hD;y?OJ!jLZ@KM8aH z)A3#8jrgb&us)>vh@pR~|I>c3&b0O5Khb}6L=5XuoF8Ep?*xRoy%6T|?Q~scRn)0o zu%C+Kb^0E0^N8_fD98Rf58B-+ywDBw8|P0L{tp=E$I88k9}LrdUqR=Yj*1zj<&cjd z{hgiKo-J3n3HL+A@lMd$<#NIh|6Xz>c)x*Rh!-?|SdFym;>U0whuUv@_d(w*0m@N6 zos-6BZZhiv_t&Vr#Qbb%-deVwFX*Bzmm50qF!&!V@1kRCJ*uDx=t2GKlC-UBM(iPF zS4k>I4EfY%v45v>(5L?YVmKc)`xk@0P=7gkdCM)Ufd4qZE{K6%v|qxI@6dQy4*j>o zJYIEmh+n;K^nK7D@qKzh*Ll96}U)NKio+F}rfWH^#vx2UT z+XjTEm$2_w1l^P(60`b`hw+fUZVm%|-X2;gv6J}O&Dn6Q_GWW-e@D>mNJ&&T#jD)E zcehizGi1j_wZY{7x{ohY{IF?~9PRfBy0`d7?3Zd#?oIsY(Ror?{f1)hZ+bYX>NUw( zLw<|?i!kUn@{eKW?-{1`m!OAp&og^ZO@#TP{CnKf9)3YN8{S){_9gC9osD+0{8G^4 z#ej?Tt}(E`O!ZrKu3j@P6Xb*P?1320w^5%7^L(Y}fQT-qzNK^j)^lvS#KjjnkT2qR z8q&^Y-87$a`DygssJ^*R3_HINXlz<>Dp}14{(oJ(U&b)EXN}XlyXXdNP^>5UGfejl z1%zS$3+dN*RNXwlEeP(PpuT7>b=>=8wG7M`%Qd}573Nxc!TAo_vu4EbSN{d?0{g-F zX(r2FH`FSFctrJcUu_)uY$V(V!2Cm#a2&~pFvyGAQ~4g&KVpb??fPTqM*`MgBI%3f zv!O5AzF30&pg+;N+;OY@y@3#qaXwmqt-WkovtT_a{{Brs81z?9Y;W3~d--_%j)i#C z4uicS{ZtO;)!08_STCZ#X64>QkM_Vv&-3cv$)9B9h#?*$J=*^JEHoE%;rR+-?r(an zw8&q5SMDT=c_1og_b-{OcG&64M;&>-(no35p6=XObS9K~KRpiIsPZBW9;xA!#|AUpo`yDuc{dx8K zgMF?-yukGaVc-|$3xvUcwX4tWy9)Gggx5GP$%Oqz@%w8W7clz%{LWq7b1AzoE-;Yv zx{~}z9rkCpiuHjo=-a%1G0KZBIrN_`iUa{Dnz-|A_*&ja=gFn${p z?7mlXJQenfss7XO?C@66|Jfn#o9y?aM};JekM`X+Q{it?$Xmq(8oyuU=pN=9Zu9)F zU;3S`$FxQ7MPq$K8PC$!^Tz`JP(FsC`Z-o(3ls*DJ{oSwe_XqG3B0$5`eJx+`sUWXnzc+ z(fAfRd;WB~o&fh9ksgc5!^=Y7{|EjRsNzi`_J znuD^vlt{I& zU%s84ZwV}|!u#hG?g08R|F#TGzaDU)KkT<*d&?7M&nJy72mgciNEqTh;XBhGe9TM$ z`=a_~2k(uE)|LvS@M=7;(~82k>ton!OAJX5fP~y@ZuvetVdYjGA(0l9QeG8uCEanKLs$It;Iy*k+~g?NGd9O}2W zRN~K8kU#4G(1RTlRqKu6J$=GAt~gCd6#X9>?w1Tj4ErTmK5XlmdslurLq3N3HEerr zKz7*`S-QU|APnb`IA0t2#l}j8;h;arUxwNEHkL+Sw}v#rdI$Tr*;q2*+QYG+zeul5 zw8=?*>1|R+Xgr&n+NGA&ZG3*iJHI%6-ddpYh1UPWCwGo?+SVJ+gOR@B`407_-uHmN zgg-VEeI7oF-4_y!koG+^CD9G;yW)5w23^pu-ue>wBR-E45Qg(1@%;scVf}&gp>pnz z2=o1c5d~F?KJQwn^o#a)M*K=#n-HZ z$UkP1`8P!GTVlMj-9O{+Gmp7I56;i_TCV{EcGp5V^56DzLDT%Tl?wF!hQMxE_RD^U zr66Cz{_LiX)ju3A`aded`?f1gekID!(O&J6RyPg1vWV}0jCyE4SEj_A$G6dMUspOf zZIwAJiTOBTIKM^y5N79Hg0Zr5Yxg)G2Yp0)A`Jc+>$7r4k_Tb#&slx8pUCRdc`NUq z-tXd=?k{mn-!BNp+IE>csihe71M|VLlMF7YYl`kq;{3SU({D$E{k^-_JOW`{QxtwYwXNC&{w?rt$uQ`{OSRgYnQl#~*iF zoo18)`he^E@gJUr{cP9@^1$)!O`DfYsEq=DhU44Yv<>1b z>aTsmYiprK5|7XJZJNRklT7&j62qpX9}~Pbe!g?IC-_rrKT%dI%2-Pk+N1pw26>}= z7-sp#M3X%cTjJ)xd*IYQcEE*hIjcbbaQ!;*`dqVN%Jz`oQ#oRYN64>cOSssv3!c@HnUYd zn|S=6a{19||CO%5FYJ#n$Q$J| zYO&1cs*6T2KE_kRe7|JsuUiQk0bbBQ(&L~qWGW>w_pD@sm{CCJrpBfXZ3HFEbCk*_<@u$hfewK@T*n!2XX&YJ$ z9`o8j_&yu?GksqFcZa)#a{Hg&nAIoXY#huF=j*t0 zVAhU{mcVbU?|8ELTIKA)?0jF~SafqhQZW%1v%Vta^H@GB z-07o~X9C!FAMtpEAztG8kCoH?3<1M*KaFE{p1|6(csXnH{O~@8mqFebj|hW(A-#lQ z{|EC6h93|=XMH}{^U}^5m>DYde4VCB;La?`Usx7hiD*J$Z!t zH^MSCB;UEm9Ye>P-hzA!>7RQ$;mE*6c@Qs9UkP*lpIba&l>FUfett|?t(Dq4Pwp3g z?4@Ww3geTrpULGvPoyDUBK`B!E;(zBGX{DvUmy(r1pV*4up_@6mh6W0tN43v0b#yh zKkvq7;{m3LJRh0&>2Bv&*L{G0sBbPkwa=y8D2M$M+`nR&zE2h~O#gSm@pAGPE|V?n zV@`|S!$y9%cuE{LI3z0*PWI$-)@NI)TR0!zrEHOsT<~~)o;ZKd{qof958?a~?PtDQ zj?A1|(fu~;Z~n@KRe73WaNdmkB@FVT`dH5H%Lu6afBoN_R5sPk6xJ^|-}yg|rxg5t z2k%oMUX-NnVD78I<+Zq%fA+EWYhiy8`M>zZR}E8zEAags`VZHRi{g94eFb?UJ%r)@ z2h!teA-~IRQ6cbSxY%A?*GtI$7QB!-!s_oh(s*a24e%T1=ZcuyqwDwG3P;l-!T({o z+kp3O#%|R>ALbW?Vf}{mEt&jCC;W`)|8{XcOLn)de6wI3=s&h!l9(~-eNR_tkN${Z zwx6)ne4KLlgD*UPTWWLjdEfKHfqxhemd;=7Id4Tg#4`)=dm^@KU%LhJQ%SpB%xz zPZBJT-+kiR=~IxO_7U@+Fz^HYi`Vxv+Ge{Bf&OBD-lNqm`fZKj{?0p6X3_3Z@t|+! z;`W4LKNS53!|Z(0J9}Zpj&qWHed_(_=b>TGe!+Mc4_6$CSY&Uw5&9#XwAnu0TlAhU z>hFsCt;U@nya#`X`oA*cnwQnCLeV{(KfgJu%1JG@##Nbc5JL@zY_afEz?=2 zQ=|vGUnW>>^3XHug%sp}NdM|<^W!h%_Tl^_4EBiomxSTH1*DhZ3)H`_%=}B;vbXbi z?JILhxN_HV&JSOcVQ)vtoRjZL@yd7B%@5C7MCW-ZZ{KB(`RO^0Kriygw>bU37fC+= zBYnQ_Z=UcS)(rZBc#Ua6)~l{gpbt2|H6xF#tAD2iM8LfaON20ih(P5ei69JR&|7}35U) zo8TdvsBZlmrFpOk>7;DKchVo=J%giIo&rF1lLv<9&i)A zKZyBeaO<&eTl>so_umEUEb7z0bsGZfC6v#)^&f9YcIyx0WBgm+x$7ygUbw%7{8+!> z>tX3+Gw2WfZO9(=_@+89xnimx@^SBo;}a@Ce~}-AAs$lwhD7h9N3O$tK;&l#V)lKR zAXKlapdmY%`-f0#bH|3pgJ2(6KXhbT^SV6(o*#vdi;tgJ76j)fNMESiLdAn#PN1JS zK4FRJG{4XUhoElRv%w!y`BNA7=2^wC9>MvB5@z|GaycvVfvr|`Z2!|c8T!)$#N z_I+T`*L*|JAN0TBN?CpHdVb>eOBmK8$UlbJekEaOkNV2mvwSza$1_ETss5n97sURC zVfz0J0b$?=%6C)8%0II;kHh^k@%w)Q!k`bj;`W5Oe`Vz?-`TX<{nL{I0oWtbv+2a^ zxw*C>@|%gjn=&H5sC*Q~3*&06|4IuGu^{87G}4Ylr9?6c2lZjATK&rs_W|Hv zke;o(>;^u%Y5@KNf66TKiiWu8Riy#Q8*? z+$eS1Y%TX++kA58nq-OI55@Uydyp*D{pAPz#`@d)BwRYb8NO!%i-n(nFqETy5QhA# zU45PpP&v0>*4~lm+wPaG8P>&Fh&j(wJDW`KV|`R#BtxtToLm*4l? zu^=$}#!+2DG`_Fm3%O1gbJMusFyvnk; zEIFu;`8HwD?{*mUoBG50JpYU>-)7f4xVzjH@(;1~M*f9cOo2YEzuWVX#h$ijknf=U zcHii4vekbXUvKQb|9wwTi)NH|MLJ{->TxjpI~y<>CxgMY+)XHRDF_wH^x_gV4*OpO8k!ujnRzs4f7b}!tA!0{Po_kS36qWb$Sep-!P-3;*>+wT`ROGwym0{W5O z{a1H+IbT)c`ws_tMLueLm;(BP{5!B&uyV-3i|~C9+UtP>R-VJ0BVd0V`#UHGM3~=)V&$nc-l3c%og;Ha>uFrC5{CUz8n4y&^Ut37u%ChX z+mXqNp}Qt#NU`&fBMTeq@*+m^_;qC6-f_!5+roU1|3{AeEv$?D%JZEgm9eLXml<&V zjML3A^l-{y-=7QO`s#<+jXc8bBW~pzt9PwU;J@_5{*f@q3-e7@&dw_cgT5j^DlrMgJzXnPFwwkwBx1Nj@TC@)NGSit4auqoA#pEFi|_p5NYkB8&M zug|YImYW0l8{w3w(|>iRaQ#2(u6ln(_iH?!FwF9oqhTv&yfPQUd@U%!~qVK)Xza7^;pVa+h1o$tc|F~7wbgK>1xW71VT^n#T zZUML76Je$+-&LEz{BZuK40G1SxxJHn%JA|imy63f0YF!YD#afHGDqW@#{=h1!wVYpw1^C1lP8QbG(nh$Hw_N$UQDsMAU zz7O;uzmu+nY?R$M9ri=f-jc4aE#0VP&hx3Hn?);9ZI;9R3!?vZ*MYI8=7W4`ye79B z3*3r8KA4Xr5uQo$_>5`BxX}S_Ab<3qXYA62UQMF?LG16$_>>#he_Z4IJF}v2hTJUC zd(TMUnIlmNF<(UgXKy6t7h!nc75xRnZzw-w_$SGOVV3Wn)%U;ZaBC>!7f3&0*dHP6 zd^7IB-09%Yas0D8j<5dZf0g@-vp;pm^cx_W?+`IPgu!1J|BFGMxc@@sU_U5NR=HAzmF*(4DlNI$;ua#zNHR7s~su3lCOVK9V)LXCeP>l^MqkOsDFfE z{zPA7lR?<-GeAFBNac@@L--l5>4*ZH@8<@vH)c@6UClAG_G$RPrWT+)X$xjy}>p9OLM zn5Mfbd~En5h<6w-)1ni;oSWm#&wPAiZ!o>!g>(paoPIrWu58vFh1(n<)Qs% z{*qn``8DbbVJOG`SvkF@Cb*(}Dz3TY7x-7)-z5zBGqz{=2iYfK$VX8B2=o1zD|#dD zopApN_YKe+j!LB!B`FsiU zeBf$U=nr2lD}I0HYTcIUwvMl0e~tS87T<4q(;?^|*Q;0m$bIVYN|NWJ=_BqsZ5$I0 z>rJem?*04R))&)ZeAJ(G|A*W9Y>|pUR`o zWrke!52ZNqfxqgRXb_BR6N}V92+y{`J0%ashLy`Fi&H2(##GcQ=DQqdc!q z=%;mjPYl<;>!A_84=(+M^&yo%J#tl9{5>ni&&>V>Lq3LWkYf2=W?r8=A9HTO{sZ2Z zAk68{{4;o5-{Lhq9^KfO>8#{8i{F=EN9!^}TsjZIkiY)}@+2jxi^;wRF3 zTj5Cl=I7mD{fGK-`~c#Qt{PWX?Z zCNF!!c?r@(80-`2CCu-05@zp>2y&ck1J^hkvH#N(<^*bCB|6DZm7Y)&D> zW8??J^d5tNFppO`KY9e$^iKu*M*AcT|2K*Dm%CX0&Bs@HJRi;V`5Nt3Cb|z!<*#-q z*ZIW2d=ckKE*x2Vav1Or=g+V!`9s2>Zz#{awj;A;EMJ2@nTz?$a1xc@y|ubzPQB>8 zOw2b3gFRz=R?gPXtXzutefP&k|1CX)Ko8P)w;>_-?&wJ%f8_tYVS|$ls}#Uqkbn0M zm6rQgXejn3eZO}xJtIFX9{d}Qm+zKQe?qSs_UBPv`GJ;4nm6|G|aG&GJ6`fnLHnCyXlwi{5KN z{yq4+FJ^HM9lm~kD81&~wZefA-%#HlDu<0Zrz`sY5$iwPbfW6sVkgLdP<{_9*MF+c z8pQLZqGL@>4-;kr#`zWHER5;sGEja$(MMR#n*1kWIKROD9*rD*vUsTIdpz_PkFJlM zV0mga_;<{w2*do5-wf0HPXbn-{{K|)s62ae{GgtY{~9{X zyF=vIe(d98QO)D!F2Q*x)_!gZzAw=(*x4DTg> zKp6a$?!V>W-*A6|%K82fYft}ICSaKDPq6;j_Y5VnQa$Vwy+Hqv-z7al=B;-Ty}yj~ zKC=z*tb4N@_T$^*kN*d=`&G}ij{h#oGY0!yFQ%6;GD8e<9P+<>o~@$WKte zUxeDcj#=u@_4h?owxNV|tvvnzli*LH5Ag;7Y!~{mS(3(E_)(Fn?_S zD$T+uMZbdQo3FB3lE%#u{XY)+!?KX~HpOAnK|fGFgdrZIJP6CM^Te{yB(L+kMeog^ ze=OTreKA?b8`k&K{+q)!=TiQEq=MIZp&JX9-sAaHdEYT}b6V8E9+5xgexJUa4V0Hx zr2L5CuEdY>f@xXjrit!5V*eFN^L9kuexktc!&FTBV)*qyXIM`lKL~UASCsg?S?OH@ z`h)gZso?qR(s@VtUIph@+4bDAO3iZ+Pq6<=-&7wB%RPL(Qn_iyn5Lx$;2)^|jva-1 z>VY!s{fJ7$d_RognKZx32W8_!zBcpuSGJCLc0fH-x{LH0vAqz6`BnalVgD)iUkv9V z2LEEn4>13r_Anai4`GN;XfJF$C(4%y^YeUG&f?3Pw(xo9dX>WZ9QpB9{^yv8^~b>< zVmx7(-B*1(x6@zk7ixTc@HQeV!lqjo?0-@FBil2&SX6=jx5M1t-xdZod~BHp`$4D= z@4`~g6*xyF|VCD3G7J}+thi0yHTLt_;`B(dONvoQB1u)e|%-0vyx1G-%Q0c|v zO^s#0qcujWVSSAAC(QTLS-C#Nn;P4QZMr+kfIg&`Fz64pcTu#ztMZHAAFc^_(l=n@ zGRR-495L))AiXt*znpt7(;w^s<6F(slOMh{zUKK?&GU@BXSbU8_b4?loP0uU^yJum z3x*eyeBSqre|OSQ^gSZZ|NUsoLdQwppnv4|`$@g$C``N!>j}(f-#e90XwqH=<$7ZM zB@FpL<^%5^?F*SPTT+4LgYUoJwy2U>1OM-b^#7;u%>0@{G@LhKJpOO_b*BjvpTK=R zDo4!sgQy(jf%QKuRXQ-?K^?>!)UOW_+4su(pWy!Blt8>f z{?}UNl*t9J0{-B6e(l+SZ{=GvEdA58Xzi;;`e^km7i3w1S{`b?bvx_^< z{{Zn7*PEXgbz3uM-fzeUuz!ZxeXP%4`!)HkxB~BG;Ciu6?^DLw@D&gbuzsCu(pAGU zU!HH*`Mo!?K4`BLK>TNT70s70-#@E6erUvkb>7e(`9~P^6Zun@YMgd)iWS%=%7-ww z-!FkvYJX{6gZo=p|4Wen-Hze)FdyviYsl=4t4}0De8TdtJ0;8`7p8#xsr*CNt(Vn* z$+P=*Uq1zO*D7$7b?JllOIRva>XBGq2*dg_~wU^C%`^&{BMf! zckaE|3i&Gf$8SNU!m_aisyVDYb%NxM*&~2H)aP%Ac|P%7G4jNv>D6FQ*q$)NJM^#L zd%rR5e&sjl7tZhd=Jr1P`)1f@jBFLseLcL zU-skELHBXeuTihR*Cu}-*9q(m>1nY1 zSY-F=54^X8<2TH{l{{JD3)ct2JRfRs|8uP=Y@|dp@w*{*O^46cv3&oKFz6@hd&8dS zo)Jn~a*8ychI6gkj1KpKc#ZysF!&Q1AIm|1asI!n+$Y>#AbP*rKs8nQa$jj4UKMC#s zkEPtR3g4NKPa=JUx&QsMtE~I5gkWwT%~o?SOc6|%V*At0BPu02DSE?sBDQb#c2^z{ zk_r9^=SP_Px8~0e6XrKJ1HGuvf7MR!-k+WZ@xsXO(biJ`E#UFC#n93>-@p&} zjq+--3FsQUV5aOMqNm07=at(DrTjdr#c7vrq^c(WeywGx;fW1XYvtJc0}R*F{986A zM%WFGh3_$tA1&d}jjnbd4D?|9VYry`Z^C>%M3}EnTJ~?+v$S}O)FHX|VtrxQQ4-@P z!?6;f|CYmgX!5@p`m_HRgZ_*Ee?-9A_n`Ab!XQ7Q7srSA*={_bw;hJ}QqVrBJ?MWs z4EBohX5+E%@mYQL9t*=e82{3vh8}au1A0-vTNRY6!pC%m{0jA>b=-w_u@*`^e{9=v zYPzq)T3BD~70;J2#8<0-G3d*{e=)3Q#s7CFp!(q7(f>2dzE@@av-b`dj-&ap`q4x$ zVV=*ka%Qiryprsxt>NUg9V#`<9}6YsXXgg(v1H$K3MH3ro0+}213MoON=ELyQQ9F< z<}k{OVaU(L@j)ngX~d2-*G2E`iuF+_tq||z|H6jZBg2sIi0xS@-MMvb(~(omzX+v! z_G$X++ZX(SIA0J-FVDESGpz{X4b}H`Zur>N3j7w^lTf!I$-*oXpik@%gfd3D$GUy{ z3*WDZ{iRT5nx^oeoi60#RDas00sqb00^^Ss$s5YW82qJp|AXTxxSz%_+wWr-^b6-B zQ)D@7nvJRaQP%&<<4=1P$FlrFD7!QyXVdLSw*C^zsicq1`ql-$w->M1IZh$|v2uD( zQ7E@!@)5}&&hoQyJ7#Bb!UTz;ux z=}KpXr^G+PkWZt02?M_g7tg#qJnb0xe{3&r{N-dsm_bIC}mFTb{G z+KYjrc-3FbfBE1p*G_K_=loKzn=s_>H_>~}sILkKn&&>WPY3-$eNnjd+0gufpaZS9 zg$kb(9aU7$LH>>NAbf5(gZq=%UiolN z-?hbZkgtjTtx&n#$HIBRMtDC&9Pbzg`@{ZO`4gHS!!<;&a^;DN-Q7j+$y5LDvj=q_ zo%(+<%LjzY^?Q=To8BtaQGJy@h0m3GoCkX_5X+M=><{342+NTF6RLbtyEMsLU-25X zSC#PmTJNFE{{K~|>fzdpBoTP_J& zZIcS}6~`MPVen^YAL^0j3(8B~V1F6;Lm22sdKsqo-Gzi|-hmce4@?PWZk zYpij9Q>ZM<``6U18R6va2K>kPK^V%#`H7HWfAZg~KK=hLD~Itg-fB7>pESC_4f0nU zUrTx4#ikjDLEn*oT3tsbPFdFn^h3NKE7UTIsS>We0ra6gX)V{>cj!d{mxtCTk6{rH zGhx36^;26;;X>D4b+G@5`mgQKRV72Z8}I|$Yu|A9U-3b7e@mRd3kgGhF5Vvz_EPy{ z`665No{9K=jNz&O!wo2y+g-WD$X)z=l#Oo`ycdk ziM$2l>tTO{)9`#zsJm~+@`sNTJ9H&}=w_st{daK_#8>3M?#-2ZZ!fY2e~A7}ugAKb zIzGu@FX$ijLbsla36cW+LVoGJXzTId@n6V4#OEtQ!jMml5syz8&RcB$#gKpY{TG8i zp}bjtv_571!S@?9-UnUdom+g_`dg@n81}=^-ukS*G}THs81x7AxzC!WY^Nw?w%;Yx zSJjqmc=4UxZxQO7ZJSuB^Z~vv!ucBLFA%y~Zw38D`5M^nFS_?_3dDcZH-nWL8m_bR z!5(ltgWB+^ha-&Ctcbq8gX*2+UVR4sVEexFR9?Qjt)!Aj{)RBSpCn{Bp5#lIt)GQ` zi`Mr~o%oUcznRc*oX*qSO``oS?B8(zIqf%hrows$`D0jEYduo<3htNS{0-}U-v+I2 z;QoU!!XxN-3^I$^@taq?~Bc1o7mA>2t|Ah8qWcaweY~o6YPdI<03-23N z1%-iqVt#G(d9BTbjrCBD_HNYTymfe69?$2DT8^re%zULl@9_wYwY?Vq?fMkn55)eB z$4}SpSm^-gX-J>(#%H1T9M5xp8b59c9ntY2#4D7SiDKFats&#!K4m)$`ik_K{QwPUc9(Kuc9jU(QJoms5omsHH#r9^Sr9Cd|D}ukm z`eu%fJ_!>lf&a)~!l3UsUxrzHGg~X)rk*$%=*Rxddp`G<+~@-s>zg-82p4Je1A5SZ z6Nda6?QK9-ag$w2IK&s^$AHq%S0NUaDk0Q8 z;0LxJSYQ0$_o6exOIxeqnqZ^!Z`Q??BP}w8(G5z<;Wb<;wKEk#Ml) z^T<~c58*ry%L#M)8Em|*c88_tdt!|5gU7eEcq$Zgc@YNrpgs&<7G#pMU^mc1c*8sE zH5#*kzo=h>5wra(;oz`?dLAS6*!v5@!58eV7LCe>@lihqUzO-*`&|pxN7$d0#Pw}w zBNbr%g8EDt@;NGBHhg7dusp;E=D!+en*7TZE zcK=8?Og{4LyM5vCUOATA42x*XT$0BAzd<-6G;^K9pQAk9k0|@s<8BAf>XlD&?MD=06yV-5Zp{prYa#=o-5G~s?3 z%4_7i!79mKkJx=gAz`ow?27N|(F--gU zLe`${GYai)J-J(OEse+1Q3{nStumI&L{s}wi#rVOcDjn|->6+niYL720rv3!xVrAR zn!o>FX-kQ$mL_FHWA=z zzFy~iKmG21&&N6Mb6)$r&b&ykP3wX+e}_iFdIn8g=c!w<9GKYk12De9LnA1`e;M!(iuauoE7`mxP3H2drm z&evzg{kyxawD~l9zg{pte){W@9#8prI=;|#hx=bs(4VJ7|KlGFJ<@y2Yu>({h4;{c z>v!0D4g$M}sopz3Z2-`yGObecKB@ z|2o3w_k>~okMf-8_2c}#nvRg4B7YM%{OVHet^?32Ml|Y{Y*S= zWBR<8rp!au-l^l~?E>RLpXl!spTF#99pV7~AbBrCK$z`+a7_D~0{cM`&ccc;kbkg* z9>Q?n0O_?49#I}A`M(8h-@akrvD+Qh_;}+mabNU>r@4^7qr4nubn83EvJvbTzjuiK zu&aK|D9{he+fgNT!;8n8fnHoMaSXNUyT|c0Ute%c+_fsZXb$)j_BY8WUhZFU9Q23$ z5Qh7qC|_27u5Ep=cbuLn3OXaH%&gj_c3FS!txQUKm%x`8Jft6sv*` z-@cuP{*eDE4xPVUN(oj?q4uV%9ar|GcMilus-JwyOD*OX-+piS3mQ;G()X(MqHe;O1<1WLsV1Eq#YsSgEH+MrXfPG{B$1od@2($BC z0*2Z8DyvWLd9iYsZzKIP^4>L`nP01pjzN38;=J~eU`=HDndL3ZBnfgP_ z#}g`N`$+=#b_%{r$41K2|0ggE{*L;fa`qmIz}bB4z+&jSgFQ>mXA21PeA#o>U#K4{ z2mPbH%syLUyg8>m*gwX9!q7g-clMJJ%DWWZd49$)o#zqEu2oDv*lhvG#}?&*80f|E z*GIWqmxx`ST;7C1AK1T-hn>dUmj2Kmu1EW9>=bypRvfR;AAK_36rE`7#`Axli!r}n z>fDC&U-bQhyQ*c|%D_HQe?Ex0zxc+vCZzwdg!u)IC%%{7)Wq(|;`ZyORI`8IqB_V& z@OwWayJ0TVM{s-aTamWLefUy%{|Dvim-?gj&bwfk-%$OQK_jl11i<)>^CN$iz*T*8 z+(8~_kN(c%ri|NC4gPN+kq^UkUP!<&n@{)$g`9L>_5%9H`8#14k5C^Bv+=}#m8Hg( ztQ2@}73uL8b~RnvAq(V>`t~miS!^@Z2i7~Nygc$t?=HQ;zOlWzJr5Rylpk0AO#IE= z@bK4*l>J;^a}Q_tdMW!8@?o^!c{2Xgupo2jp_Xqy z*?T#H1wY&-ho74a_0e7y_L1F{FnuAcU!r~%4xTXdqUa9fC#b)LIrT1)S$Elad_jPo z_X*>#_qqKCOqwb4`EWLuZ@~5%%L#Ii`S=rXz-VcYvk40I@k;HM;PKC=D&f*Ed&?#t^;~-d}Nr-ZwZ5cV>}CT4%}oh z$qCv+|0WFWA-{y#ePjWv&&HD=x8hpG%bOsdker7R5Qgtjzd`@JD|eps1AUdH{kI!#AS8Q>%WgdeB37SPlk8n`F;VzuEamXEME_q*J=CNY0DtK zqy7l<_!Bb!jJefEJ2;+rz_H(Jf^!xf3bFaaBrpW)2v#Tyik6RA*g#N#z?6=d08MR6W7_RaA zS~gY@>SOs*?K80++pocWPPCt;J?lEOu2`h-kMy7=b3=f{z8{Fy8g(L z=k$e^4jFZ{X)xUPlH7L|guZr7^a#m-{1^B83B&nxtiLx-In~Q+p*_^+GQHl} z8>K^F{KM}VruV1?gdzT-ewX#x^Ssm7z93Jee_3SYmOq!jf_)5-=!-D4hxWbfR^_Li z_OC!*^nK}q-*sQk2;#^aEGQ2U61f80Ny za)|fn--KcQhw+JQDuQ*jXo6)a2BxlX#}f>Cv+OV$R6wu+b7KRzxq&}aZ$gG z+&>8eKiGbRTF9-Yt=C}wkNGHJI3GggI`{4!Reb>Vf%1+p?{-Ub+hEYgB8fZ*v-AG~ zR?hZ+B4UOGKNY$_efmBjU+=^Y5%;%N!WZb9TkS}1o zimb2=H?b{*{a&2EL^k_by_o$K^oQTC-#GO4!l@nM|8lVZ^;zFi=I;Lt{!ZnHVf?}N zHjG=|aOBGz?oS)GO}h~@Nf+dY-)|6J-jXsZ5cG}yO&IJE;}0u8M*hVxTOTJ3{(}9p za=M==V7QX(eM7=7mze(BL0{N^)X;uOo%?QQ?@0)vJO>0dpO^saW7uAlD8?|+>J!w* z@s=<@ufQ-{Z;ZP2cCm@a`v28O4E~4mpmO&ApaQ~tePQF-o%t9Y=+1Wfqn3HH`#^%|$k}_X<#M4v^snejHSc>#FChLPe=)LK^{t0?g84eyQ_S9! zr~i(~L;NtIy^$tenkP+4pRJH|B-P#3>)l;s0K=kRHTfe@Oo(Ih&)O{lxQ8jNh9k z{eEm~y&wDy<+Ew=mr&1FW-wk7zIEr-?D;CZd~+A$SuuOW|KEh;_2$&X!Kt6Z`FOB7 zebMAecNT;F?VEdj)%K~dUWEFOHJhlO!h3;cU}KaOEl7C+*qB`vYP69@F8zitiMJT2*lBh1%OA6xH5 zMprcr0DVz8Vu%;0k8LMfzN*=^2m8SC?J6M`jgqFq_|jLxA7S}7NK}M z;jP<;1Y4efe6W4Os&v0wAbc{lLL;RMoCiez5XnuL7S!Pz?9ZWmMVGpUzAhKPM~Ll< zUgYf4a2*coO&G6s_83Wa4*~0p3*#j+Of5= zYmBNE8_=lMvy`d&X_FHt*9 zk{@B{ALSPx_HWjh_y^!WNMHP;>9e$YEQbARw2xiR_fOuvl?mfN;XR{mTO8NPOr!R8 z5vKe7g5BFIttNiVf%t^=3G@7cFyBvQD`@JJSXB( z3B1pP^4^`kDrNCXJMO;>XHfZ`MIYSDn(qU@IGzxOc#8hLr{Yqa)HP$UPr`M#CT~*h zq8LE_w+Atgw}g3o*sF6TB6JeWH_?6xbN?m`{)YAU?Xzu2KJgyn2igZ=pb!0#VY+W4VD;Jl^uFX*j~^Ib zhVcsXTZWTqe}v(MG`E4IhV*?E=(hg2=c z!NZ_Gw3mdnM%uwEUc&oyIG;(_a!|YZyD`Kc`W`X64=JE>uqUK1;c#%?tv;?W9<{;$ zD?b}JCtgY*)y(K?d86x+oygY<4+Mm*4bQ3o`$PR59N#`->Y*K=U+n+j1dos}E5-R2 zwtsM<&g@woS1B=nJm_q2RUu#m^pE@>JaH=9$zOcm8~HhSt$JivOH;nTe5hYq=)Wor zKE52X?6PjVqxii|Tz@&VdP2OiK@4E@uS1`9$u88F28{G1&Is-2dh;xghlv|pCyAEK z28{hD#`w*4o3fd&|0h1l>-l)51JBnJpH8pp^YtO{kM_?nTW?OR*BAQEdBx|Khhr1R z%E~!_JkUQ0L;OQ|FwF9+!@_5W!lRP8{~Rti?eM--ALbWmFNdqlzfD_v5ynH5cTyMW zB-ih|VE+mIi(zN7x1{7P`wtJ^3I2opCmmf7)hFZ&=u7e*ihwZigY*%Ge3#nGxO_J7 z=sGx`jP{%CV7XfFR4>TCk^bb3Mj|KW_Rt>MWAfp-uVz@b!g?u=XAHCR&&jVhThDhK z1@guAk7Nc-eC2!){!bUbKhk{dpzZptiXWu#yg6a82OLk1$$m|{v{{?S4~FTzb^&47 z4?_A_IlWKA%3=K#<#+tevAf<`uV6gD{!f@bY1s9+6WXGv(XaLa(MyAdhlM{2~ne9r-VY`Ht~_F~nmW@2Nh>7xl$3 zy(c7KIJj+p5Wi5qCp+sru~u-BR*=E*oiNxF+84w0-i3fLpKmeD_H$W%dVgMUa*e_K z15bWHK8NyUScBw8nEjunAaz#ZjJS!-{QN}PLeG}Ofenh!$bQlSly6Q9(g%A*`U&&( zfV8;fx^gemKp$xDX{nm#Hc8_BKJ5S0i0aVRt`#6J{QgvL>kz+%We+39#RU`c5xi8RPUORV9s;-}&<=T}Ax=bm$N1Z{=ryc2VZ*ap^yX7l)nH zhVurv-^(x?zX`Wz_Lrd%)-veIGiVR{%NRQ7Vs|P2|8;_li!XN?T&dyt8euq}MfD3s zGIQ=m0Y8W{*NnB=eQXuKkC-X!u&l*b8rD~kzs%C8xvd?4LVe5^v!*=$e0ui^9#2o} zTC^KDUFo_X#%q-4nW6HEBNc2Et0*3yag7+!yH0%ng34Rp z>~wo&WZ)XQ^Wyu)~Q&LmlMx2hYQ2gCAnhs=-9?_k2) zJD2sgtW!rbz^LB~qdpDI%)1KnbBwna*4#OFY?S!@R`ibxan~CcY&T->u?Q|4_nIH! zZVmcId%5uOpzofgTD<*>3Ks4+%*`R*VfjV-F%ge{$eG!KB z29)Qeb%uA|%-_Jr!%I1n69X%^fRH(`jM zm_M>|cE6D@`#%Oj&Y*_K842S5mq+>J40)4Pa$2CG*A|05k)E7MmiEmmN`MU{{N$XO zUHH%_4Em#T#4x`?dt&7*e9y{64t8q&>p?e)84nbyck=#OskLud5#F zQ%AfI0R7ni)xSr*#yIPMy<&OpQmw|y%w%|90Og;%!CkKP+i~!B%%`rYr_0-wgweLxx*N@%8l^m&QdqJst`6f%e5Pv+o<<_YUb_QN!2Q3p%eexG5lO z-!~*g3hWDUp;Xbs*Rcxl{ulC7=oK!N+-DkC8`4)e*HBw0)(rA*lqX@3HZc>PUrh6w;g61$<>R`uVeeS58EUT>AR8Vi$y9kD;C<1hx=jJU(r}4v)0qtS@C_1aY>iWF-e1DHHl%sr#)w}ho4fv;&P3;#CJLj#W zy;S82E4LUgQ=TA#_kJ;-FGdXfqCFMwoM94d7Xto+`yGUp*!Wp|L}A~se;q+z$Y1gC zBT6&;^?ANte0${U$1_7>n@K^CB2GjYsNi-^U|nq zhMB(-2LHtGOJ-e|6S(2A6#ZYTpk$?LjaFar{y3Gd9(lp_UpAjl-+3GCC>M|i|0j&{ zzB}>nwWO+Nu)l@$-7Wm!wfcmgY%!JJ8^3DQmfunGkEp$SyRCfR2p&Q{i}Ovw(tD`< zzH6UjrK9$OeWCr`_jf#@X_p23;rUO(V9(h9{dIl;-IknIVfS6{Z&Qyo^%lR^gzM3S z!T*uI`{(C`^tWvf>!)KS{zI6rmpz!cW|&W$pRyk5_rbaDb+hFr!1#goQmV4P(EN0J zpa@y!N(;`qTZizknAUrZhGyprb+WgBb~yf1sf{1)SL+2MW#%{m;$C10bJ4d6z%2${xS!IplNL zKf{b(!tno;RR2RmaO};YaK0PmQI43;rwF%SP5hPDEl$l|_g6JkW`@Mx2*Y{2C;!DT z9$|c7^#jO17^e5(1m%riKDV2x$MYG&kk1l-SkCj;Ct5*n=j6rzcQ;YeA7QXJ9B&Cj zJiz%2!^zY?tIzTohC``8R-f&!JQ?==m3p;2%=eI{Tsqa| zm_`fZ*cf#Dh z2y=fU4DF-6KGU=6V!h}e^xt11FTx6QsXf9lzeal@4E~As_$(vIM9%&vte0W_&M-S4 zLKx^l`YUz_-X+9WLA*fws<<`Me1WGi>|dZiRy3@LYT4Zj=93sN34^>)KCGOrzg2ec zS0{;We#djOn_pk% zPlNFq=ktVNK7sZ`SoR3%gW%-1lkyfA&w8vM242o`E6u|$}p}t;Ogq;fb z*Bj11qkag(`X2JjFk62h4C_Z|zl1^F)IPSy_Y0{U^h5o5udUrM$bzqzzgm8#`|iA2 zIKP7Bua9N)9y<9Xk2kL`HeEw`mvOUA|f`qfYt3+tP3Qk6wAl&l|t9QW?JA5{_-+T}Sv@AN*`!*towKj2?j zUem{|#31F4%3JC668#Z|_-)Y!XHYy~^*_@77^~0Lj|oFOM*FQ9Wolsc{TQqVVEnEb zXKXk+vy}5+bL7dRV|$(W`9+4ilKg5D&wIJ6?ErZqe;*8D*H}ib0Q(_qIVD)x>Lc7| zM_jjcV2=i~Py9WnkJcLoY?3|$@f7*}n00PP`r~GW_9Sn@5dYhh^YQ;Sfr@T1dC9|rlLKEGHf$N2fWaeMf(^thYUp;sVJJ&8UDgFoQ>h?UQzct`mE ze-HB|l+RcBz2~N+Mgo0EKVg1e>+5tKxzfCTV9#ieUpM8COY60kuje$3v#QRR^aA`F zkW9mh%k&Vxc<-ZF4~`CnBFH85a#18VOT#ze!lm+ zF1+A(AL236^F95k|90VVXdnIe`|aWPQZ&;cKA=B+Z;EqXy6hu-Z!V#aFw9qQKZP*( z8_I{(pT+va@A-ZUD`)398?7=D|E|<*A42^zJeT~vF}}l#rtP|*A45t1jk$*Px2}hS zd{Li`Ep{uiMux+ANsQk=qz2l4c^(b?pgw-+K3F(ePD7!F-rpgt#PY2lABGl{uieGh zM}PJ=zIx=wEB0Qe;HO*pkaJ^u0KX`opKGFaZ^>5X@*@oPhULF{b$>m|cMBg6ehq&d zVwvX#@6#hazYf2s-m^oI$Ezl@fNcc8B||cGtxhz8#FoKbkgu`rtoO zygq~aY)TuXvSPB>{@Y;o-mai2W8$aZLzRI()OS3qG3Fz`>`-+X5%bvYZ} zBf3k(>p>G`FdYVyKlFL4Big&ca%@d)FCBBv%f<8)tB@~82l0AL(A%% z?iFkDz}~REmY?VKYoQskZON zCHxYG^JAEA5r+7J{z@3~7mUBGd`DXh`47_n&v={r-K(Fao+3R$sdKAURO>`QuY`V~ zw8DvDc2PIk_$`#45dZeiF=Ke&QW6gsR_u-KG0g6R3#G%|PX}N40{@31;ZG=IY~!U> zIY);6uR$ndxopFrX|k|hi2ccgsy;uTxDDcy#6E>Ght5dN_+|Vsf ze!d6(39k^!$o~2b^rAfE5W{$c2Er<4)a(T(0bkSKAx*g)B zBz_7BLq1I3r`yJgWRm57()SAEJ}7T@XkhQ(3l-c41TTA(!Tt|TsIcupAFGrPkZCYKslh}W%bY4){ewe+2tM6-WZ|!#&3FGFLvHeY<%9tzh59>#Q zf1tgp*!C11-uf2iI}(2ss>CTb*qc_s{1oX|xi)IZhnESEzewVPkTB4P^r+PD|K_1M zMYe+MuY+*(qyF{^aKA}1e-(E4V6*agg!unzCHbCEHA!7(iscfv9w$`&`=F+_Q(NuI_ zGY$4nQ9gtrp3(OotJZyg_X9?ENqiG_L=66pSbc>4K$ne*z#sZ2VQ3G(Ck*im^`RcW zaLj;#?b&%=q58G=w>0;?P`gI_su#v=jMhYFg= z3+2_R#Y^q?_nQ#k4J7_Z82nGN9wH<-zD)_sL^$&uiyPAkl!G`gkiiv`Ur!4V}BamdiI`v%o)ail!r#TnZ4J% zJJ8>B3B4K>tA+;u?gRFP{!N(8XM|n4RdwC)?=jeyn8pubmn7XQMo)Fv{+Y1L`S2xIoObf~)um8&XLgt8(z~Q3>s>;^;Ezuv z^b-d92LBgByftcr>3vG}J;V=5e#kIL1O1!z=S=>{+Nbl)tUg;05_Vk@*7wO&Wwu@` z>?*o3be3-b*gM)s*MCMQHA+{3JW#&f#$WI=SMI|0^M&1}9~pM|=|_2bzfsuDW6`lA zA*FJO^nEv>%^gd}VeEdmkT7q*+t=B#9wnF9{+6)2hLdiM+YK1Mt=9{+LPpINTqu&i0TB~^9G6giDhGXF|Ae_cXDb!2kMHuccV7w;` z^howwSbfM>CHXePpkK6aR{t&8H^U1lz7ST+B>Av%7GDUn|I1_TgZ&e~NH53(R1W&> z`78e2{rF`NpRrs|@88aAhw~wSNBI-x@kuY@--E$9=V3pG%GXH;76n(b`LR%6bHoVK zz+JH4i19%GPiFh8{_o&>lqX?`$2h*Qa$3I<5|(!&eG!KHA{cKCx;_hxnP~#|Ioe=| zkEm}}PXCuIB+U6WxN%D{A^8Bbhx8lj47-13z$e9h3>%L-5|?fQ;}gaM!$|`pj}FlU z`jKA3JfAUAzc#V);T(u(*uRloAEhCc6<|LoPotGt{r7GRgZxOc-YR5x63)jMhIl90 z?_(JJ3G-7{e=FsugdrZI|1dm@?2}f-*|jkoPR?-_jhCaE7RZ2bB6gJ^4qJxw($6!MwriFKGOTZ!jTHu z`#Aq5qyNUHE;5Gxu)fK{8zb-4YeRdOPZ0+Gkv@iBvif0rVxCH8#zFQ~6R_A85jElp6- zBmd~Lb(3rTF8=>Q!oH(?GJBm_1K*=P^quYZJLA?BZvTCwOb2Eg^_6Z%{PaDL?snTc z5ylgwx1YL#c3JmR5U<`y{EslKPo%cNl~SYH;Qb_Ds?YN~!g3QxUj2;f9~upw0`oVN zcfWz!w+p2`fPdt#-{F$OlZROG{Jvk3Oz4GPeSm)Chp?0r(a$iww{t;&T=R&iH6RV>p34kBer&+VH;`kQv`BTYyfsin?kMW%_pHB?X?Ns5~{XvJL z^!)(Gx2v|#y3N*$gaf8}3~(u)ta^j;#Q_)QRV5Ywl`o@sO_;s!A|wp`BfkUwP3RVF zQ4RAq!~=s2^o841Vf`2BHP1`5G1uV#7b!HaANWvZ$wlxlDn|_bw!vVZ*xsNZt-*5l zqo5q)0bv;Lu|6xO^SMHX*?f}KXZA7Z=SDlQJ;g-$6MV#+5`3@3BQ^fZfrY- z=Qo3zKis%nAigguSx*u&%;rCX+qp-cF`NSBn7+PZwI1}h4 z{JQsf-GUUJPYn4TX)f)(4EzK0_n~V?m)5Ing?NPW8~UwXYR^z57#}en4(oX5eCKYr zWtWgVhRum-TA^zM_Kor<4D_HsG3-J9&+5w%J;Ubz=^n6d2iP0ZH>}P+`|{;96*eCn z_Ny@a;XxnZhuT97{)6#^%3*v%{S1GnS2D<9BIJLP^8!M`Fh9Y3gE06zeoq+I@7jD1 z`_m}j;lHvUDNWrB?NNQid_HF}_Q#o-J{>`Rs6UIauG?a_UV!&!us@3x3uUexZiaY? z{Ef(3yxcLS4CV*epQU!>!(NxI+5V-_vgS+ooV#;iKL_if&B4skWTr_b7+V)_M6qIlZG!`YcF#69M*x{g1vk zS6|*YO0E~~_Xru*A$uka$r92}7~&h!H~RO7evS!a!QYG|@!HDu_m`8N#!7C~zLoz9 zThWPKVBc8ZYE{-_y>mej-%!3*QRaJ(20R1(494#f%O0WlVwLeV?9w^|kRS4Ib#1fd z_9!*^B(hhl+RV$=CtvgVrqvf;yI0rWfxfW*n75aWCLD=?^^g&g_8Cs6e1b5nzhHf9 z4Pkjvb28Wij^_*)v+{8#1UX7y!Jlxw%^ES-?*K{r3|G?n2*dj+KVg{8I}5ERob5Q& zU>qNRt%KG#?{4P?>-VT1>%yHQOkDTD`Z>za`tO3xW6k2=ygTOCgxPwukTA@*QNA`I zgM3#uuLSvHeoYwkh5XvAci1M=UY4Ct651U56FstrdAlyGJloAq+f|*se{Kw{Q z3{wum7fp+DLl2`~r|%!Bj#7>{jh z)*c0=Ii9}DzL9|iTx9X{s#UR zL%f#U#}l%0I{(Em+rJRn|N7MF@{2QY9~}92(5{j9F#HDmY zIO@;A%4E4^LkZ{;=c^7GUO|K0dbDdt_T%uev2xqEt1up;JQ-&BH(@xRK z#P-*P4z2Fjg9rWM{_1ERur@5T803TcCd}7c9sigg+n}W-N9X&5lSY5dIkxGfR5Q^( zsVFwG?BGQ{f1mWsc2KpF2;_O=oHD#S%#TriQ$9TF8J8>mKYNT9Q>~xB-0W!q@fpYesTrZCXK(2b80~Xv zmUikX{W`F3?2oV-{oj+2mDBqS!l|DUHDgab2m3^QIO+QPrm3F>dq?>ahI}6RbJ}kA zu>A~E=nwN(hL^GLu^i$X`XiO|e3&rE595W?)xYYaPIUu}^DU>hRdU+y9iczm?;s50 z1=2Uo*Y9~&(i^!KMBlWvk*}xUTLkum@|v#DJ7u3jKdujF72Ro;!PV^lyoAmJhQFP1 z)CAVwkUwYl`!++bE`a_~zRoYF{O!2$0@xpxyO?xrIkQ#`#v7Ek%fLMy^iI#^%5r%k*;~Qa^58!$zVHmG5{;}`x(0r1WzhwPm`*6O5 z=s^tjLG%)yMEtne+*&eW$!O3g`lpM%>`$HEuV8#adm#+*0QKQAcig?yYy0{9$R#&# zUFI;ceWCtc8fv_1!?yGI;<~^r#vow@#52tQ2*dgp%F{K}ZGz?NUNHV5o?)yPbaCcD znJ+Zn&FCe!xVZZ*@GszV^*3wKx1~hh zgyDQ3+CO1--dxBqTW@lkWa0QgzmEH(+v7U_4v|d6O=s|xW4ExtO-n070$o>iQ@qjS+6UHyXu%3bb z#meb@2_gHQ<=ccI9uWQd!|Ud_4FLN?eYyJ#o7CuF&G#eReM&Q1hp5ATJJsJ+AEf41 z#PbFBgQL1cSssRb5AB;U`0F_2AIo8ULiw|DwqC+8ofi=@%=Q!A-a#`UL}MxEO~Q}qFVM19SSiXPN`%}LM~?w`yoNPE-IEe$a0%cK1d z=RIUOI;boH#Zs~lS-JcVB5T^H+7>0O;{@^KhL*!WBlgD4epfBW~ zm7gPddK!v=Iu@$mh#pVh9H(1K;`|xopQnGP zgJ%mZfqvA#=gE5CC4<93{+J(lKG=7mHn)+T*Asfy$6Bb?-2nb2=W7@S{b9VMa*$_R zOz*b|y~Ztg*P|?r=c``p&3a1R>Cf{mucYRPA*1VI{*C<3k`B5!I!gue1*DHK_zUtk z>$6sI+2DJiFRbr9{q3OU&~cETV!8L#8Rqj(#_{oXwrlUQ(pia8= zUg$qs!C~{6$v}^RM1F+9{xP00yt^%i_RxN)9PGUf27U-{3Jy#;AOihT|IbTR&onM< z|C8iDS8ukL^Ab0hpP_!{n%w9d>uwDEVLX`Ecjd_rDLRl(;rH`AV++i>CP8~h-#owf zmxef<=IasjuJ-Zo)$Tl(@4PPt3U{+=r5@4u^9Q;)u2~{}zYpaz-@~m@_uFbXuZjAe zAH8q+K6xz|FEL*t4DlZG3BsTs?4L0Ee=OkwKj}3A|5{=E!|`ZA!TkOmu65@7PYYV! zyY<@g9r#1}EWA53e&Txr7>^ML>~hSVKEM&iBguI}A;a`u55qja3Y6-$KGW+0_zTJ_ zaKYI9^}-=M|0c}W2LcPfkKHilH^>j|KWIvQBcp32%qO&Wn=jJB0!Bo!hNTN4n*N5ho<_)ku zi}}(b1MhjVf5IVt<9wDd%%@PEteoDb5fX;{2<>ChnG;{vf7{FF`-?t#l=L*Y2IuQh zUktkwJ&Sw9Pd=X-3im%z{)>AJYJO7-@1>DF5a#(AVXzOXKV|Wg>dxWp{+e)!no*wJ zm22{)M9-2zK4FVaAAtE3<||9mhNj%xdKlVAdY5EIefD^itU7}DTRJsveT+>$*azC< zQrCmt(}m*q<*~n|eja1qHyr|D4U_mQVeap&+=JK8-#)-a^uO`|lWudCmO=bOe_M(e z+DH8n=J^^cr}sXEONG|X`;Xk_g*s2m4hcEGE4Nw-+m%iLeNZ`Ke!gjC zo@egh%dX(xxPMF->>0;L!XR(@{?QkM#58HpAJV@PG0;QhRVz*hkB|a>P#)pEuRq(j zXE^u+`hWPO$6HG#Y=V3mzb6d*p*@6qS6O;~7SrP>u{XjHFHj%h*MGP@QWX0O`d9dy z4uhUw(}wsFjP(g;Q2s#W5U+8*wCeBkpxK%0!QPSHh)IF_|17fM`CEjKRoaVXV`04m z>51^q|5-A04dh1~CGD@7rj{aK>I(TK^0Ov?@#%-<6+C}hYqLqFCS3g9EAq!Mo4>F1 zI-4>rW)G}iBmHYQ;tKquy{wH+9Q5_ZU_Rek`+4nynOcJ&-^czKHYEDj^_;w{ zOVd~256c;*^V>qgz#r;kU8tqs&l^X%zeUb`yf?^wi{lt>sC*UI zcM#Yg?#Hf24Dk@-^@a`uqW$MTf%uR1uwit`VMmh@;E%=<{Sb!y8s)noqNnSx3^SMy zVLackeed_=yS`w*sQ(RlT{exiP3Q50Fwl$TQBxOIw@%&+>*s_|tM_~Ocs}?$%6ns= z^#B*EQE=ZF^Y@MM`$TRvvG6^PZ-l`=sD8i2hrKWWb=nLh`Fx|Hk zZq|P+{jC2UzJ9#f|3rxX-b3K;RDZi|?xhv;cz(6{)6BA%Ud22=jJ2MW9@w)1?&B-=8~>&K@5#lSDFx3KToc^dZpGK!C^JeB0h%IW{3gshyMM*TNcj`diXaS?)RX6w(K-@8hrCC_&3(y67Ms-m-=h2Z-!ZXXPAxuapC7RTIVLI z-XMRC+gS1ZSU)qRzSQ4V>ya~Z`UrqN%ufjOd~xg3i-~hXXYu`pZ2=cU&KXVt|3-SY zB^C=!JN|<62uSaCf75?A*L~;X6=BdX`afarUktPJSlizuxmpafgzu?7Vz4KS--0t5 zcYmhp^ZZw+9{XhJ)Xm)fgc?0x%s(%FUkv3b>@oC#MoLw?-O{)o%CLr1hQz)I13!z} z;73xE+u)9PA6m%1*OnTMW(ZJsGN7?;^`~mqD741q;xvmZJK>3PlJ-0{9t>^x^qy5Yi|5nwo z_bh}vOmr_LC7Xf2p+6CZ^;wJ;472m?gkf~Yc(fxdZ|{-R{{ zj)YB5KC7PO=dX4&uc_>$`W@tl>nVi6evrSN8;0%L>6!xNxc(HsaG?2=0v*MfB(M1O zi6##duC%B7GQvGWoc-R*bb$2=9AEZq?;Lj7%op^J^y~}0rT;M55afgH?~iwxsdVlZ z@;qFgt$)eHo6Mb2R8x1=thrk0v38c!KgydVi_l z&gV+5|75v(_bWMiaK8opHF@xzx_h72!Tl?|ACNrmXyoF@Pa(fS`$+z7rg&Zy5B`Pp z9+~s6Xr-(J#B-$Q$ku=Lqg+cNp5gex@G<)SNUDn6>$26*9@_6w-=1>PCxtNHNbVO3 z34?v(cyzSd{%~5_KdI?5&m{UKEHjPO$8wMd_Q&cw62F9D{6c?cnC;&j+w(4aK#%*7 z4px{{x^rjyLqG&bLyA{2cB5`0o(^ z+?6F@KiJ-h;Ps-ak|f0h=@}CG34?ra{e>{_i}@X4?q4bG4-d}n^HrJtPfVDy_k;HD zL+7DB>XR_ce=**%au#1wjtXAgzEuwEfjAzdoQW-K-ZugK3*~Xr^IxBWkVN<1Gp)nUK_J3aCH2Pp4Tn%j0d`9Fj4MNcBX zQ-fWLqi@;p^8=@*Uvx>HT6MVHm&h z`*fYir_GDDwrBA#y_dAijiu@^KSX~e%+HIan|E%BAF`6Kr>9#DGTHbd0RA5h^^<;L z=w5wSaemWVLO)?RpV+1x{tue^KV{f*^qVW^KV#x=Q}0QN5I@jA2*Y@Z{y`Y*8~rK6 z>rU1ryRKj#*j~nlxNEcid4j*AJTiN4oOa&*F~9Fa7|Kx}gke1p^_giC<+Pyatx`78 zn|VUrp)xxJ>SO#Q4E~G#XBI`7caaH&{*hjWeQEtMvr$(oOjf+Uj{cH0d(NHN(x2dd z0rsDDQMJi*(MK4s+F*YFAS<^_`pDD<7*9}sg!%c~tfs0`&u#Ls{)F-1^z*1Cd$#2A z^@=kZyLR6DprhJI?VtIk=;%L`{~xyS?9LD0TzU?J^N=Xtvq$&rF>f5m=^@O&KYO9} z{>C0DpfB{NvyY^WGWYiA(1+xAF6?K0kmp+97uP=s!~78agE06z>gQax$)m0twLpHz zKVh&>s*mOTywkbshc4&;JI3id*XSGF@9RmhH`E8iY<=YXIOVeTU$cQ;)bGU;$3>Gi z^7n~_mwH_CbWjxke;(3vN&idy^?61xpTqty%ikE4;U%Y7NAe*I@(?p-dC>QW zIek}hI(e8Byi&<#_1`DO$WA#A{9}B*LfE4%hWrHi$yVv~JT_z(#1o`H`~8G<<*l`l z|KR#S_UB_`oz2#OzL1}s-dDTFXDE{~7k^Mh-> zyG9I~D}JvV^?fbtmh%~pA3UDtb-z1k@LvI+Kjb+*^LzL=hsTG!EBiDL&sxsUYh7=j zx1&MH2HMB<1%@+d|CunvQ|#}$PW%AFyTidg(ViG)@*)iJ2IX-pmv^(#c;d1ad)K~t^gVMd9 zmHxXupKHy%+S|l{Lx6QO$zt7X*&G>a+0<&wmRRZ`1aj|Neh?Y3}RIg&$?B zh~9$R3zvRZG6sJ}`4R^H&^}rDN0R5wwZ+5q#+`=vi1Fv<{tYj3_RQw~LYVLG-+U$O z5!^AJuTK@mtUNb;@G|fhHN9HrYLW*2iR~9_ zI=p=x8^hik5fTRZBfZ6eIs1${>MFAQnPIlxQ@pyr$StlF_(S_DKK*NMb^dVh7o0y6 z279CSz8!JtRXHEp$MxxA!t|cHkTCcY>Yp&gk2V_I`A~^W z^{WWcThIsYk1@>h5r$d*$uQfmDbYARE5mgce2@7Z!x@w>5r**@^B0EM`fZ8zjI8pI zYv5lhssR`=^GI_V52p z@eVVMf%h{pzj!d{jr07ez2w+@lHp+D=fTiT-9D6*D88fq9=y)Gkh!K0Umqw<8kP9t z;XdFG`6mqV8{=(hy~pQQ`ul-Cr01cG^xK%#k6`@_luXE`{}|* zeS%U89F#zR7>@{pJz;x~hK=3tGp4Ilfz%`ke}v(^IOLBo&2l&JB>d~A?{g0vTz`nL4J&0j{0rmH2?wyN&!)#&xiu!xB zu-ZBJr}(@HmEW2@TT^6Y#-S+t69PVGC`PseV75gr5ZQmW@ z|9A;~gdv~D`&bNrr2SS_|C|)gPY6SPiSs4Gs`dX5H^PQn4hD4 zl}|M}{i50n><8sdnCA;mWTg~?F2sPbqWqs2I4HZ6_UHM{ll%^A4Gs#G`cV5%6%#d= z>Du%0>#5!^U(?)CJYRVFW%&D^8shuL7~h{ZM6UmFWHzh^qrEV^oA5KW&Q30IDUU;UeqJ7@sh|3`bML=5o)$M32*4e3Bt2kff6pT(nKrBP_e_P) ze;v9}qVos%$MJ<>Hh*K7y`S8*l%%5xq+2!lQ0_pkRqY4snV4*X*O zuV36>Rq12`{$(tY2Vt-`h8Mbf#)y4_=NlthVd8MukJs>LpE;# zbJL($E^>Z5-U27Xb#wLzm`1uIHXo%*XS zA5nAZau?X2qW0?kyjEIVC~Zsf_;ATCzPEWU*c*Od=X~sZ-0x7(*I0>s2*Y@f_Q=Y2 zQT|((YhbgbMwZ`KCJg+ceCpn&7H1o}vG>=6A6ND~+puj7*azl=A2V;hU7o!j@*6!# ze;>1ke$hDIo!igHY@6v{?&b3MPnfUwezIDw^6AzGuveu2lhvQ`(=YvReesj0``zoa z)d1p1=(^Oh{tTRI%>ClN0FJ4Co= z3H(1h((~Es^~XP&KjA%X!ZxGjbEeJW`SWMQz(4Zy*(uk}=$H6CNUFc7rT3qec@SSP zpZ<&(;tAR}Vc;MAW3YD}ng|mVZ4rprdwVAlPpoiM|O#Jiz`4L%hQH#xVU~rSR+5y@xh$oel95 z+iRF$d9L-%Mt+{R!Ty8Cm-#KAFOGR=r4pJUSWTPxxar4OkCP*SPuS% z?SIRE-|_k7{d~Sg81}!=e!u&duRJ*NF6bNe_x(tn++rsc@L!ZK!~6dqo<{V2|6Mfs zyC@m*1*DHKjGs6^VdZSUk1#)<$I97xzwdu6Cyv)1!Pj4ZOm_G_Rnu06jSoKpSI$3` zb`$oyu)iPCzBP4rtN41&kK>1C&aSb9{UeOWKYr;KesQ=B{h_@xtWEw#SiX+Aid*VX$Y^7sG7- z|L4wr6FV-J<@pt1$Y0Sue*SS+HGii9_rnqYnq6PCy=*VoC;CIv^t>@kPalK%54O)R zyYJdGXGz2Ua0jp#obM5a{1n&onif2g8$Lh_`ls&^!}=G-a+V0teoBdX65YuE@3!7j{0Hs*?wPhi_-e7|8jXeZ&7{mYk&7CDr~>MMNMH}bYhJZ zTkmhtvRSlN*9PL9vBcg8!~Q7hkFZQI**n8*J)Gf3L{E#(nzY&L!XO_;`7_MsH!Zs( z&kaAb6vk7ur@xvD^X?t?fbkLQ{~f&cPM=TW_gPUNgkgL@e*Xp-6#Uw^3*r^ZuXXyY zCI1}v@O+{*EPcc4ym+2Zv~H<=>8@ML+iyL7WAviPS{}bzbDWmNSZ)XV#`UY#2N4xM zD-HO20RN=+jm+Bm4c1HXd_G~YN372<-R}@d`3=c<`0FZ+KazMTlG;?;ZO!!?j318a z|CmHlIiCwZJl&yEhy018YPD^fSH6P#f%N_N(A$r?zkz?lmdHaSg_xa3UT&hruQhu;&1@lPU8k&OBGV`qNt2K`Iq$uJvFL^3Nq-22~G zV*BkPne~^?)X5K4%Vgi*yWFW)R0}(wBWkB?sySRr{Qp?kUOTtfyLN3|FI$cAQA8N@ zFVVNCUErL+Wf2`<|F#Wg@krEe?}-C9A9RCwLgm+Edw5#qvGo~IJH((bi9LyAL!@WS z>@gAineb{+w(Z=7Y&;UlrdJf1m}WsfCCQH%2K^$vRIa*!_>*r}wd{ko2;zw(UWnwk z*=-+`{Y>sIE8l<3b6DD0mQRc1D^~fKcJB`3jl@0}hWr8PXXW&MfJhpF#ZVsi@~4$+u)B<{oCM$cpikc2k})BZ$%1AP6kD*90Yn$-wIb>d>oZ^68xLW z5raLTJXkr!ClO)Lr)0chn60mf6wN00@KVZG`6!L;GfekYSUId$p**M@upBguzEN@xDqo4h^<^Gnpfvet$0 z))lpE{1P$jOW!Nomt{E~KMnC8{f#i}-(ma8jzhA0&gcp6?-7m|F*rDP8;tizpE6>| z|LA)vXa1qQ!!$x_dM)rTiPs{+knc(IBZeWq5xrQSolj!r5I<30?KkhuNU0USZ;kdq z81#+bt8~-aov$bj{)hgdvi|SvMQ`P4N**;LlXP zc#qeKugidc{9bjxT|`f%IItfo&lyoS|9Ky^A*{UKChlVXa>zfB9yQMyA`6QjF#Z!> zq2E41>m$S$)Q1{kh+o*A+G}@(;^@8*Z?JyHVbW>eWgkO+K{%`Pw{8hhARqi*UAaqo zhRi3J-=V(LCyrlRsICe7^;lm$Ryt^>uPN9gwy(ZZr+B9GNQj3x9;g>KmwING!~QkZ ze|#@wcV|OxkLoXi*Kh7@0`z1`^g$T@|4_1iCnC(|>l{=5#xc#G7>4yEq^EOdsob-t zj)8p9zd9$CRCLQ+&DIx0oljRB@8oX)>%B;C=US~AsV`mHB~pCp{I}hFpY}h1K5DO3 z7;roK8LTHFKN`KXHF`dFV(T#?4VQgoXB}GE`iMxw|J<)mB|pJFCF?T`v-zV)BWP7+ z=>0Gl@2I^kVGBbZtp(gqA`gv%fL_+ZEnqKb9}It?c*HOpPrJzVkeYjSG1vp@tIM3> ziyulWLw}O_f~d=KtJk(#aXh|uS*L1Ro#YMUA;z~Z=Y~&SI>HC`YmwhBW%e`W^Tg{H z*ngL*0ek<36vBRwB%c)#=JBp;l2^i$Qav``6m?VhvBZ19S9tFQ+wa~<$079i1Nc8i z4eOXY~UefO|Q3o6#|h4-7oB=Ta|3;&-) z#PC{tk6P5@%mnATk5burGEt9rgQggFj0Jnd@wdmfMUI<#i1$x19%x?e9FyE9jN6OW zM&G196F0E;Yed@GqgMJXwBz=soj87XkH=RaKB52Uco!W0cF6$lTcG{v__q5$uC6<- z=kNQsCk;{=X=xWB4Hc0U4IzZcPQy%QcF|D1-|r8hkXcGZMrCKO1}ZBmWM);$D8KW5 zpL6e5zxRL7$Gxw6&pqp&d+vBof2QgK`4lQoA2srfbS;lB^s?^^-Z8ie;xF`PdIhe} zyet}lKPZpxZu67vj{Hxb3B!Dg^mm`C;x=iO3(z}2!Vkh+zq)TNxUXz=neBfGy4RdP zBx*N>%U3@_R35lh{2na!XE4J;zarEY$_c-iqPDm40@x$+$AB=iN5hdJAqJKF{-(fi zw8@OVMV>6aW>|SD$=@(jII8Pl8SXy~Pt6(ovN@97XB8Me@Nzbrd=5_QCf?z_KKcnceI`$D zB-KW51bUD@lfR-gv%;6`{-nTk(tO`n`5{0b_D>k%6Rd9*^6}u2+G9|T{>bdqWsM{H zt6@H*^6I^JhHmo)c_2T`RkVJE-+KYyqkkdH&Lay5gFiz4n5%w>61t|r`Fqqa^RTN! z?fVK@{zqV5J-KLOgDltw^26er-lD7@iQq4=zGa`o`L=Q0L0)LjmLrB89d9~~>#yaK zBKNB@xB2`*n8!R&8*_|03K@51p}BIfg{gEP6FROjOhTA*c1pCAB5QhHIeysAOblZhKgZkJ% zVYrWk?OV$Pt*Q32hj`atVqb*8{_Ow7;7^SH#SrgE)~5nipT+MCQ@);;)A@CQwc<7V zW4`L}-apb~t)JbmealLi573_zhIoYN8=O6)wRSg;53P4zx_-0gP<3aLr}gFfds75O z?LU(~SpRL3=_+#_-m}N?+sIm9a|&1v<45}@4C_NG9~!LH^qjvxEUe9#|^ z$8Elky4dduydNslQ!;+SV1KCZgh8LEeX39Q4+N~7^79F+Ho_t+>;A^Lks zT~8XMEe-w=+v^pvQF&gZ47XR?j)G;suVjHfBmZo5r`9eF%Yb;K4F>tO!8|^*9q!#> z`@tt*Z)gv;_4{9LFS^S8Ct)66*|r>39Az?>kVge;>Qlh|*cHpkI>nF#^J%zi5wy zSw5AObN|cAnLhU!b8pm2Jxf^6BRzeVcR01`+%9Fx#|ipMP5pQx&K=e#Q4)C)2LI&w zFNX8}sQ*+B`9s@(%OO8%{x630spLKYYajL>Fy3R||3~s94E_u4m6ey0{QE90S+hVC z&g0*{=Nl6rclieN;dt!awpZnB+z9$Wc;?$_Uq{5ieRPz!9pe9$CtPj6YY0CNF0f0l zx?aC_F84=vSKLN7n#MqVvOW!dN2o7^xxebyr+$c&(+(JT9WY(tK68j4Sih#zF>VhI1-;h!JrCyo*imj@Q`3<%V4uhz$DLaP zW{oj~{6Es?SU$!txQF<>6V4}24r`14%J@UR1?v-5t0H;zUwGXjYF8?+-#_Ei_05OH z@3kR4&i&4Y4d*bg!K&4=X!q6_%OBaoZp0De8^ANzc(%wm8Sf!95Lk2@%sUtE9zw2#z6mAf53n> zCnvuU$2UmN0N;J-e0G8x?1%%oC5Qh2s!tMQ-fh*L+?~T*_Y=@7Bh| zLOdzi9~3a`iTP88K^~HPD#x^+!Z7GB>cg-f6LtpAjRE=e<-*jkuMN|GFj7 zPlkP^%-Ucfp4SjiIoL1elL&*pV?52u50kwT27N_-5QhCC9G{ok`-+r99f2SCJz?NC z(&uG*K=3Zb1@sZ;Gq0UBCOUbaAfCbYy!PDd7kT_B_$Ra{hFSdMRWbNg)ze&_uOkfm z+0@>fmbrnkr9cn1=dEnJuKI=u;uoAByj`qsZNIPs78gj5_kd^L9q!zNcn|6Ko-}jq z`wa2>nrKhn8G19{>V5?JFuw9`iBrj!34-|v+xJNvGbO)zGsHJYuTQ}zLmzwb`|{YH zPm!vVD4o9-6?WBGb{Bu}zgB0}gInA`jYSOp2l+{u?avBWIlX5m7<((V z`?%~H*$%9J-K)lRUU$L&;`qib3wGRZSkA{c?t z;P@wOR^95>Dqg=Xl<lxWgZ*~om%qBqkmH#ipikJJ|JYL(&M7qmzi>YB zKPk0v_^>zN|Ed0sJ`a744pW^;{ZGp6UHAfY!v@ql9QReJC}@;^ZR^@|hw8^J%}cmt*_%ylx2hVofhA2Ha| zh&K3{l<~hSObTJqij?9)O* zKVk5{hW}!|KSAZtAM!J>UE`{5?{5Qt2zRYM6Vme@$Peec=`XTMru+1V`2zK8hMG)M zO`!PyPTF7|-_4l6&fO&_0P>G$FEeU0I#{Q51b>J8A`JeN${WsAnfK5E|A*_H8Hk}A z>6zL0$qS|Do{&#OdCuzX{PV`03GDyv1cV`fg#L0?arpB4Ene_F@@Lkc-=ihmxBf`b(EHq<&-M-ZU}YG` z*O!EOerI-8;)=&Do8Y`3j&H8p;}N|-6tnj+1VMUs`evE$VgD5A3+gp)*|wR-c)S|q zJO0)D3>^0Ab;$CURUn|pUp2}J|etoyT`XPCv?g!%d^M6-4G&rAokKSVEK_J0_H&>@9)^==0%Eg^kjn9f@WLbHT# z=Pk8l_caBfKdaxW1ewXP{5ZoKX*^+j6sjE6M0|Y{c3a=VHp7zhC#+_tamEBwpbzCu zn9~>bX>vxN{^I`|K>o}hKfb(MZUdh$<~PQ!?Ot`8@9!*-e!jGE#yrp;l>dU!*2S-n zDuRBZyack%Bl%|8w{!+HSqX^EW9q%^+}nEwc?q;0shR|n=7q;H93ga{%~*^oHAW2D zC0?Im{}IYxL;?N&K>UUNF=FJMM;i}|-*3k8FOyHRoO;5M&u4^TzDE66maaEO`$wG2 z7%5W;e;Iy2@x-z>^Mj3#J_CA9upBXbjr~zMoIk?(lhtSTL>Tf>89|^~|QmRkmuJ1XpKaBJF z%9g;Fqu%N8`EON^#P3(vi~xN@{;rx)ZxvWC5AhG?9|?oMLw#lCbpB1S>X4naY=#^7 z4`T_x8K(PBteor5>Sv1YH9M&B`6@DSb*60dQNDhOjPee3YCo3GcWb{bU6y@qF9-wa zTh}X1A-}X4=3gA|x`0AQYxmudk3s&gJM;T--_rejy|})1xOKm!?YMth-`pqLv(s}p zUxfVK@Vol_k}UE6E1|qM_HWhqdg=uj{lUh)YvfB4ZvwxteZt`X@cWIA+)k8~zJ&3g zl8m1)jAt3*m-Qp$4FjcRS^dUmv15}qv=1eH-=ybTI!37<$P3#i%=;${@etCp$vviN z*j*2>AMAfqpi70nl`+Ia$PdCm50yvhX`Y-vnftp<`{(r8Z<5!pnw4LA|3Rvm|G%>! z%Bz!VV$>4wSEyf6+uVAD1?qr)V*k^pi?_|*GX z_Hut5J+7#ezhZY_E{-oc%EYR2j5uDV_F|&a1D>@2y=^e?8~cw=-1Fbo5)<&xsK10E zzliGx!l2*iU!wQSD%f$l6ZmVwX-fssjg@@9iavg)N8CzpzMhIMpVIEzt#904ZPs#_ zGI`-VwO_=a%`2vV|Mlz|*aNn=dBxl~!EQaUe;bK>2?Kx4{>9+W(BHFicD{}<@CW6? z+GF{(&GGVkcQlLFyEy*MJ0p~=)>!cM$d>-ESJryo1^!?>N*MTu_Oa#s)BIUc>X6TM zkkCVz$KPB2nwa{n94SrjD+^*QYobp?WJ7yMPmGJ<#|`Jx)v6fYHb^so8Q8tez@ z*=qD;nXmINr68)mb=&$f|KA&dACmjf0>V%q^@)|Uc!8DE`>eeFA>ucctFry4tv@p~ zJFlyO@#A_jLEn7Bmm_uD-zW6AHD_9V#efz;?FL?Z%DEsHY{iqr~{=^;U_Jk`Ag83QcM;Puyx5bQKtennM3li@MKldv8 z0R9T~E3w4o)VXv`SPvurlV*p=8m9~eeZ}&mZ_#BVq+_`MPWqAede)Z&r3ciXz~;c} z#?mC7ZxGDw<+MsO2Ka&cBA92qs47#5=hp?9L!XxKH3faa_65IIEN)!nq8=eVN}}I{ zfxnJza3;<7tb9M|7sKqlg3$Z*{I{7AJU=PCGWGbPd6#)UfiU|glZ{!~(Ff!sct zUquEJbLMCy@%?VmhO9KFy0^x{u}j|FvQ2`?^rp#Zy^vJ)wVcPw*%H+*q^B6 za<1u#Pv9>RZ}XWMvTgEv;FpnPyxZoK8q~d4hkP>X`}WQ?d((B7LVgDIXZw8Z3zpY& zVLgQMBFy~{!|XiU_H8vg1|Av4{XufKExo3%=mG8F_sLd%y?$i1m+waOB-`X>I!#sJ z{7Np~+@r2*9>~{MLLXu94+j5Y&`*q~s2tWy)INUC?&}Mv9P%NkugSI5_Z8=e&->zd z3B!63`IG$auFP(iJ=~w~h`gYAJ5hWe74>V!+b2K2W|s2x=}seMuW_b!@IAJ_GthPM ztB{A_A21$en4O2-xo*?&_tP7AK7Z$)UimBBN>$S6`(2w`*Om=yfOscZGG4-vk2U-k z^L!txPw&|X2tz!MQ2zEa@bg<#kR=5v{`oCvx z%Z=F1@}ST7{oaXgh32i|`3J|JX0_zcG@q3a?_mCrF!z59d$RgH5AGj86}w)@8tZ3Do{kncnti#p{2t8ec!}A5~d!wv#K=$9RA+=s)sv|AOs?2WPm#_sGxv z=|iFdv`>Nk;CKl`eH_mLy_od)q8iAbpuQ63=VK4(oxXak!%xo71GW!ZXYW4%@5v*7 z4-D>J*8bLN7!Q44;!$-)Pkdj2+Hc9VmbzpC@r34!HC6MtX^Te)gCUIKPbY%-EV2lI$SO=f{kU!;v3V zN+G|B-ycbIGO^k%-HzqQkBF9NdnGq2@b${vk>1OM-W@lED}K~V}BTAbd@@RO&z#)|VX*nj5weZNngI|KP^{64E|zds`{ zT;cp6xLP%d2=Iy=F3z}IaUf<#P zkN@p5=Uuq?eSXxhoOZ>-bKke{@e&4qhVU6I#LM9a3Mz|6w7&3B&w?<2w<0S*6PoA?OS8m-Pht-$?ZF1Y+nP`ywVC$IT9JaQ51H;yki zxYOfjTfMlx=Prt_-_u70=tKVHUN82|IPph`<>OBIt@>GF(H`~>P+q6?cV4ehx(@yx z$8$Q@MIJ@ik6dH(6_va~V%9mc@^Fw#dD z-fO|{^PJx9vo}5l^9kl_3G;kko=f%gW4hbneHrXOZ-dvg=RM6}zQOkL1m3-7HKo9M z8~K}eM>#Qlx%l5Wkp8?f^V%bPCRo1^%G@=jTnleIe0<=MM^cDrS6| zVb1NPV61fW(EK{ce_?!2803fjG0fHj1s~?xdMgiu^CVb)Zc&%J3A^ifzJ@TL56(-S zpZ#aIBeaM1M;P|saeU`x-@P0in8*FodG(It|BMx%m!SINJGa~NwL8Sy$j|elzLy^- zwsL*D&|PS~uCqJ;o-n)5EV#I=yqh5I3dj%nb#eV1`7r0LiY6pa!eGx>en~CiVbFms zz#r8AONNsUt-3H<-iYWW%-)w1TUgQs9zFxQz z-06;-ruhGSkza+KJL|_52Y^4r@fG$j8uB0HLsL`Q{@yrz zB2~j&Tlo~(!;QN`^it<9=JUyow@qHN^6FrGSpSyQV=c9u9PVFkO$z(?C_#Mw2l;nv z`uU@O7u*1TTS~^u@H|@IF--4E2ncie-ntuVvv1HNh_|u5+a2~^9#r=e@>4w|?J<0q z@>_(#A0a;()*^pJ81^?&AKCZxUb2AIe@Xmdn4RCeJ!kh4-y;qDJo@dRqBZZ$Ux0r^ ze|Y=ATAzK(O2M8{9=DJ6eDLG?7qD04{~f)HroEmkLp+B3yW`+zG1sLQ{0-K>6RS3G z=p-AU&q*>q!eDPb|HY8+LHlFnW7}fzPq;ry<|6Loda>h z8W+uH@B0bv+BO)KbzKDV$9RM=|DKhz`>l7w8=H6aSBLxx`VYdepNamKFkkQ7ZAxA4 zvP+-OhlHUVqFLp@;`mwzDy2_p58?yO)SN!rs>Lsb)-2XC6@6`%Q6!R}EZ0*X| z(y(nk^KGSn!vh{#6-#fE#`%Kb>G*%;0>aR~m4rVG8&m#c|PW0gthAB3QMWqG@eJ@MvZk? za$Jq&cOS)0*?wm7|K{^Y-%=(H9&}Kioj)r}R%-PaIt2c|4DFv`b{>c@Kc8E6wQ6!e zz#1N}GfeMQ2+DhubT=MZ&h@d}G(P;x7%iU9Dc`i(G{N!#*e~XX7-svc<$`meg@YII zd~f+4<6foLixfmOzVh5$mGGnD|0BTsD#I+_$MAmA&+;>(5!=_>Li~a9FMkmB=D-8- zd$)w2t^Sp7Dg)=k&>xi}hV!w=Z-(jr=mZsVmb!hX2-tgdf{L-fJ$6fbK|G4~QgOR% z+57Pyz&^44ipM)kL@(WVJWm+piTd|gNh@fmLcB7IhZvqu-#@k)o+m$0#Mcv#{Z~vG zl~Dob*|Gh{H;0{S?HzC`jJGSDKZdM~?+4>YepLD;hhNHH z0``XTsJt@qN8kD#5Pwj4VZnsMZcZ?M9Pf(}%}%RC$GN_~2u-!s|9O(PBlD@c8AW?&vjE?RLQYi2j=}zc2hUZKtKj#7BHRQ8n?IS>$OanKBw*)s$&tem@uQ zr{Q?3gayg7_xuF#y28vGaGFP#GI?pVV54EgygXj(?! zzWsT=;MEDA$mgqT)IO4bd2Oehrq=i>#`H_klg5{k~tTSvw@T9{dT$>+kp6 z8aS=EfybAGA>PIB8D{zR_a_IM#20Lm{!8+Ee`-+ki#YN9Y_zuzJ`Se~#$4d`^wEBM zS&e=g#5>5}PbS$`7v4OE`@`7&rvYldx?TGKeHedzI(&A?FBPfwXNlfV4khbTJ;^9hDJOfX`}n8u{8{n)TxegPHH`IIG-Mz@i2C-~(Qk>u zxRa1CNBIzj{5rPJFpI|s^Z4;|RADFAai3s($p6nrWcPnJnFaYLYX9Z=#!btogT3Q@ zzRxuUz1rEjf<7TVUs6Ahel$@0|Ho}G$P@YZ<+ewHvduy8UpT)K=JrdN$4g&IyMd{^rY@$J!bN;{S)h^#x&AzoEPc!+MNx zy<>P<`5D+RKz@E5YtUu+3^j)Y0p+vR8Y z`s`cDo{|OLFZujO81{dV|KH`}J3AJM|L+s^>wBne?_&KLxUY!(`@V6?tK@Iu{2|^C zsGmIZ!L31_;GeL(ex}pT6%p&XzSn0pYFtnj!2M0+4`CjE*VhIlRhRohePao~8~!_d zc|q2F9^W*2j;WL_Z{_(k!g3>t-p1;hM^WkG_eYW5AF>zj>Gb&w^DoYSKU{A&&(dx$ zHKyZ2N&AFlw=25;i>0^8Wd4g~p2?tmS$!?|M{oEE2t)o@*aknO^*t-sAo(%O_Hzlt z{V&qn|K;V*O^Lie#Hs@p*N$r)Ia%=+}A=WwlxP z@_mcGT~UPjo9b`2aS!j`6Z|9L8=X2{Nc0DLwvh0r88P^4^p}LeKcl}O4BxlG@O}^K z6Dz0xqZ2fj3_7-8R4-`H0NY0l{vF3h<*>dc`l+1lUs5^95Bd31_g(LsbJBsI`29~m zkNbD}`GY# z=e4MON0%-wl~(NiSHbTyp?aet6(PRB`Rexvg<{3q=lFXhzyCUU?$JyEeZ%qp*`wyv z&nl6hCuwnSIh1A51pL7ETM{NdS*=>3)S3Ek**$o`;lTNjk3|2*F#SKIpyk$^syE-4 z!1qXRtD@T%-&hTZ2arFl^9C(5Y?%rAgZyiapL%+eQ4z>@jzr#sfxmU?1quSou@p2P+RD|J-_Z*U{&y z!Qd}xyoljE72>}-Q4{TUOkn>iZ>38gv& zeTj5VVDIq>r4D6%(T1su)+a)#pRdO+4weJ`a~AW9V^3V)G7Q|7%m;`)MNHXktz z=QkztVi@Enp-(8SbNF^t=o{HiR4$!nd(UvXA1gN2cSx-@(1A z!T#`jnR$!kCu+Y`{><=_+m&(!y6k;Oq0I6VQ}lXt19?gGLnyN+vEptAxQ{Nq1KUF^ z7cbTCUkvlTWWCGkgZ@b5$1w0mGM_Tc^iL>r>aw$_K%e-X-_ORCWsD^i-r$_dkZV?x<0vy?^{ zhsO$^0plU!7ytW&LQdXZ)Tp=ri^wpL8^{_3#zgPm$P%P=437 zXAOhJ_y3V!@_Rd8ES}PZ#g{_)EZ23N-Eu+xlK7rsuy4tH%P?DyFwE?eVXkk~9_+86 z{1p5bYP$^_5A>ma5{CR6(yOrBaA=~H~d9FZ=#j+xF#R z8D5tacwFNYtnVc6M+y}Y^YJiD@q$qCbxPF0g==AcM*UE%6{&bHwwF#Oekg7B?!L}! zA`Ax0m5!%ALR$v zJKvEtkr_knsiw%gsKlqFSR6e1bspKZJ*h_^mMC?)HQ0a{ez>=r!CsX=4+vvN?+0Z z0d_E-V*6^FH2iy8+k-t}`wY|h453=W#OK}DFM<7Aq+ji-)PG0MZ&RlC6ou;2IWk%^ z-T*z=9$`2?kL{`J?_Dso;0v4=CTwrEt*>KySf5MIOA6H^zap$m?_aTUK0Yc3|A+K2Oz{b; z&+_X+4d?oT+;Q6hOV%?CbN$pOwACi0svv^O)%ISRr zp~knJgRfSL_b2K5#+f1cap@oi)ECXi8Z+Ep?ql(gQ1f%szHJ5?EFKhg7^Zlm`gjrW z&rqVTgke6x@epS54yzCJqd({{?pc=#voxR&{cneZF^PvqZGriI2)2iqtzU&5u6!>G zSImO;kiUeXKa?L~g?O^>jxrxCU!;oZLwoON;MB0BsW<3bu%vy4$6$V4NEqTrv^Q2h z3g1Iv<-l*`50yhc9{VTE&Tk4kt{(D?AJpDVpOLeDWr4rw zFSHTE{D%D2o}K!3Mu0Tf8-A}FJF97IpdZlhDd9h1@V}D%2O(jwCyZZMeY!8h%lFg# z$;#>f-dH)<6WS|lKbYvzeQfe!@UY)-x)T6uF=uY^eYBMkn}F z|HzNgtAKv$A2G!Hs1KcA-f^1vrMu!`(yuNCD!v`J{Dl1*ly{dMaxII8)vwr~ zVAze{W4S&O27QvOXN81ef04e&`fR^K*i~___c>Elc3w-^bx7|t-)W@~-=TcEmi+BH zS~QgV>ux>D1{yjo0{QfojGr+03zQFG9xrtp)=P82-H9+>lt;JWuYcb<_6zdUgrBFW z$(Y`S_!zNX@NAv_vu}X@qyFf{=%pA|);p{xGkTAC&eZ`QOuGd;1 z9+9jEg$6o72^#{R0DU+fgW;pcX%`s+ztA2G{Ix!+cqxE?MgAC$ODOSN`4;4b{53o> z)Oz(5d+^U#->A#hrVIDed3__xZM{dY6@b3s_>G44?WMn`54=BnSi&EM_e;I}7eoI8 z{>5N#7=KWG;FoQi@_A&RR1W%v{+eO>KRqE~b{~^rkROiUNVsU)70oda&!9dUH8q?& zCm#m#Kz%W`$-I)L(Hr(Nu-v$@tn5+#D;U3}gq|KtMh|kX@#6lh$F|K{dcVfOc#wZ4 z{@vBLt@#Z85cy%U_v7k^KW?-A7@nA-=O>n!}^cf!}>7)5`NjR z^gvUr%mW&~$=9CYVc%`J{t@Q$17VhL7qW6TKM@9gAb(hW#xGOZhWM`sYk(g}A7RiB ztZ(W$D`~2J3}644Mknu*k9r5^{g7VM0@wDvCij8)2>EOJ)xv)5skfk?Mw0QHHg;D@ zIdY2S=Y$MXevac&tUanv`|m2js-`{6?~?N*LNmlLeOM5>G0RsA&9|kWTWviA?2r2UakTnb$19393NaFSniJNR!TblqrqXCn zgkk+K;othePs|^%`W?vMF>FNsjIb2#7YYeOyoB+H#Spzy@fAD4zHodNt3$_bxpSPy zgACJqtneDMq#Wdd^0b`zx~^8M2RpwfB+UIaEAK)6!Sd|Ipy-6V?0lGzFvth{w=A$6 zP}O5G((!< zI|2Gb^~Ysg?$}QV{b74nf+OuLwYpuTtpx5YM4E{`VenUw0 zAwI%*h~Z$e2Zr~MeGvwKj{0hqQ!sw}FY$Rbq{mw6n78ND5Wwi)3B&t|29o|6wx;-s zF!Yc1M;P*TsNaO){0j1e)&JfW!+e1JvDQAA7c=m`x-@&8#3 z_D%dl%N6cVRqW<9%dds#guzhogjE z!azUr&t_uFeean6V1A?T3Dfxkp-rge$MpWT;7@UWBMkgP`U%5$sXeMs@AdKTUy}Xw z9B?<#EVT*FUts;7b6$V8&5D5hCHCL5Wb)=w$8uo4p>o7LAJg+!MM7e~aF`#ley{z_ zW9HgE2mKx;86U&eBrn1cUtvChFmI1xI=>}k_&xb!!k~XBAKS`=p?M2;!~BN+y0_E^ zADsYycAibxyZgYW<@ZYhLzL#W?^s9uCTJwE$}`D_TT&HyVM6) zCxJgec@S1KV&xA4gEbRO!_=)l&4Eb@wsn-rBI@^MNpuXB6=JM>P zGU%4N`5wT??|!Zm4OTXM0{uey^mE-6b!I~~ID4e8-@cKH_TH@n{X%;u4Ekaykq^V3 zWdDT0K5)Kf-}C;kJ&2d7Kg2v=$?CKGqW$=k{zW|u;JyaZV;_C?;Vicp#aVzA7~X%`Ua1d_ zcR=mhPPTdZfU!Tq+#e3?am&jsXOL0@jd$SGUBx{`uh@Q{(9Pn}ro*khK^{oIo10RD z-yb9B58HFwkmc+A_9=URK{&{zY0G)%QDEOV{y}pao@kf4@%7K3)h{>q7v(W1 z>YcW}_kI{Jwl}Ei**)7S{Jl{jVIDsZYU%oHhSq-2XLE@?FiiK6goGh}L3<#~?jH&V zyPy1<+}lZ+_Ctk(4`167mZ<{cLHQ0ob3;2?fN{aRKMj%Y8#}=~Mk$N(@k1A6zR;?z1O8)vW$4<$cJH5T zRbcbm(ApOhHXIHDej)#cy-YNI{!2lL?#Bp+ht0Z}_;wV}uMvjvA^jsdoK}fQn#kqL zFrD8Lj_6P=7dmb&m)D3vTSh+r&j9vs(Z6{py-4fmrw;PN{E3Ig(D0pV;`d~z-1w4X znXdRgQX95u)XP5K6GQr+ZUZV)J z`Nvadt;fh%DV|UAv^aezB14Mnx96}br=Xva+`oB-)w?8U2q6E7?RnOhhI9-c2l7LC zczGoBcS$wi{PwC-@rZWzkZw=(cz-+^quRS3^cnq)&o~vWL(Z`Wz5{M8usPoW{2|Jh;a%kK7^eMiq3`@#Dv2vDDbsxcq3@lQgJOnB zsk9J%W9}RICVsjE{uswMR^DR8_3pp;{5>{yv)ggC1(1)$_?a-wcj*5ZX8BQuX@6fh zc7JR8s%>68ej^OyNB=x7*<)m#{(8P19GAR7w!i%>Xdn4CuFn4c6+KtbceGExN#}P} z+%x6zm0wj#%PzA45N{&C$ICCT4(pu4?Pt7-%%j*cQyy3|oA|JZ90(RcD-zQF$c$6eVpxnltQe+}}3Fz^S*<3Ijy!0AFGST7Bg z*qi^9xVqmxPr`Xj%zye%E9g;S5UlWq{3F9A4I@q8e|Y<{1t`7~hHsRYnJ9N*-zDO2nkgTa3h{xP*rbINe;KPMvwej@!-=DU0z zW>Lxeo06Jzv+EskzL3g)>nV3%auWE9@|}Vh*89l+0L6II%^q6dpV0pk=K8@f%P#~N zc64~Wej(UD(ihPC_nWuB=7T>*c@PGFi2VoHEqQuujVah4mH+Unf1r5*;yaYbv<~^7 z-%oeu`!j@jzGIr*e{v5}d%}4mD~WsvgFnLc5@9$mit;8bpHBS|hVf(n4AcE5;WVeO zK0a&Qc>ZGA&V5xvU)Sm!kd<2K~kH&R&@?**EJZpMPg3t*!jg{yNwv)!%n4 zOxB`^`}5gHT;t_G*?~TxdTXDH#8J+3f%FC;27N<*2UYp4ADS)&`hxtOH{`&aFxhF4pT+ok-nLAsc4iA9 zUxwe$dvY||?CcpNkP2esGa zoA&KqD##DVABGt6N7(*+!}a#rzg%Je2jxjv>MhYn82ZQY%i{INodKWDJTwYWaru3;T=Kg&_+Qvhj$2RlvE*x5Bs4?;x&!;b3 zR6jM#`ZVwl^5#LW( zoOtQ@;!h5sPuSk#qbuHe4_w9bhlIJj7eAWwGW1eESPvop7Qa6CKIh7A#ZI(-Ck**I zlrLe>FZ4%CemIm(oFcwohu?=+sTm#jl7{&P>oZLE*@WQ@`bGwK=kWa0(rc<#FQRI} z-myKx;BRoegdsnLzU)h$;lbzgWz#k-h$@N)<-z`zJE_@jTWhTNmgc|Z zkDVu!42**FBS`P^w>SR|z1a%+9;*Lk+R^v9-rT>fFe-`=)|}$=$%>Ebiw%Z`HKipm;C#ZO>UK9xSfcfXhbyHUr@BIPi#d9S7m@x1c^O+2@{Wn&h zokwBiEPfyi>u;Pd7-sungu#Cjy>X8eGweqLf6$*s7B{&$*_{XeVfh;C>2H%mn<2l0 z^C@A7zfj)^^YfK!Y;U@+e`wDA`I_Wj(^?Aj*!$taHRX%CZaaGz`~&(M!cZUa+5xZb zs>^%AeiQb;*30AK{#66v{xkA_ZOEs0OEdL=K35692*dns*#?^vy{vp5=|5qxf3yd} z+F_GSN1DE}G zE^juB7x_yV&Tr%R)@>fJ{qEFjGA!O<_yP65?)}Be92@cf4u}Wm_9hr#8_eUc4T&a2b?y#uUJ<|Fkm0+l-*F}I7kHkR z;c((7VV*B0%>BjL>`Y=2XHRm|D!T`=DuzXIfHHb6gF`G7Ihl_4Q{$2&u2w7mQPsX@>=;c^%w2v zl=t9^0mQoo68&H}p7;^HD`?&N;ab37^w)%Wej<8Lhg#=A@%ybBe*2_r$=F2*Ndf4BD_ypy@W!uhs%Tq(4Kg>@M=JDQ^ z-OG$-EtH1wPLj||82q7e8_ec|ErpK78y&^*J?iI{XFn3k^6$cYiTbkT%YQp^71}|2 zxF5;zVTy+c1HH&!!Z1G}j*&mNJL|_d&==IV81)Crs}H-w__4p3IMYDgKKy>0FxFnQ zvD3^Qpl?{8FxV^l|JY5by0zoP{||xuiOrksSESpI-Cq(ChVkJ19{YH2{f(~KKtJkF zoZ9GpqsRF1{mHoA?@naeb>jX#F63^_zUmR&p5xXC7X7}{2jU^5CoXGI)R(#se7=i& z`s|fK%@v3r@H`n|m~U`=gdu;A^b-dAM*8AyS^^q7FXa2@@uG>{?~mLE>wA>%)-ev> zrb}DF`DyfTTT^!a_er-5?!(}Cw(fo)8}WM*j34bSp>uJ4r`vUk2T4B(^YJAFREMb* zoP&5C=^@Pb{|LkTf7o9_NWW$x{mi7=(6^z7(ji}h^b4$& zZXbGT1MverSW)`$0lMRBF@SzSBUzk-tLi@nh%ReFXY~;}dE>s+p#8 zAI^gj&an<(T^z&nal&tNyVb8Ohj;_q7nODBHmys0@Hc2*gu$PpJrf3fYFnSJM_4(F zpG4&)zh3nr*L!VsULy#8}ej+U7=9lpo%|HkCE ze=Atp?kDl_-orF!TXuD?RoxY`!J{1&-E3deble*L2*ACw7&y?2rrnq zIBA}?B0K-MJ@J&Q>6liikM=>B`}gfPN>}x8HG}WbA8dcNpegU%N%sFBLc);$M*eKC zJTs`d-b(Q;>#wD{Tgl<05bxmm-{dJXYqkuE0sf+V2=n=AhpVmmMC(nUe`sGjlHaQ- z4H3r^DDNFvUoVa_odo(EAn}KU!Cztfto%Rn*M#}~23DV~FL##p4~XiXz~kMWf47(9 zb~p?9H{72m4EZzkr>xwGuY`Oo;2ty>PO1q$b*Gedz7}a@82lTNk0D* z-V?y~cK>(Ix2Vr)h%YdILm2W`$Ujz2@0|(vJRFxSzx^ZMzu4Qc)?r|MN01lxzc;Uw z{+IL+;5X)f)077}IHweXJsC*&pEl|4>mA`w;r#@(=d^jYS37O(3G|~sB@E+5c@l>E zEri#XrPqAx5B1Mrdx$~5P~XxJbNwO=`S&*8^L%OAHm&a7Zwp|3fcl(vc|-5rb>j2T zi1!6PKc^qGgy-}2l^6M~i29`#ES(|gpD^g>kAE@n!~S0k?IS;_KJWwOyI;ZeUeXpB z&iK=915&#tyX>n1 zdq;U6@Gx7V<2W787Z47Zy6|{INAM3w&jG|dUw&ZI;G{r35yZc!AA~vo4r>3orFdMK z>n~v#5Ayq9uT}pIdmIk@!2SsT?|auFhqF(v1OKHh;n%@gX<;X3YC?Uqr-KiF-MSSQ z#_j)5#K1$X&n_v3kiSTuwW9r1w+NWeuzkW1pAcU1+|gtHSr|X^E1fXQ=cX69pV>Wi zB42N%U)a-N*GGyK4PE;^H)^P{XMJC_Op*To!+nGH4x^iYw2E$w2=4&;hvUthK4eQ@j}=^g znMX|q4BF`g@<9D04E#g>5{COrZ7}#NYVYQ*`&a9=As#|~%~FmCPM8}D_8lkbpD@%% zeIN|{rus8GZ7wzxp9e&KXYGEbx3tFyuvct9>(qoM&13B#K12U^)Ok<#52G9&4`#35 z-h3#jke8(_5uasRrzj)n$E85$TypB!k zSnO^50M<8llJO9R^?i?jG1wE1kIEsQL4L9NQ`@!&_JZSM^=B|#xOVeei!nT2%h~Gs zv~KBVZr?cxj=@1fCqCcgRO{X7ue1&94cj}R7~~f@<^b^Hi-bPHu)Y}I2Jez``4w}tUl8h)*k);iIA1k`*6Y&)Ahea&Atcp<9vG} z`pKbhriqY0rtuZ5RNv5h2I#8^(vKMQ8TZ3ZAcplO>eq=k_cB+Rjfe9}Xul_A-+giH zRH^od=shV{^&>W_P=V!ZPx{7t#xI@6`FV2Vup{R)7sGl1_37l!{NBIc590d=C-<9% z_ zR1>|YvTVD`o5X`Y;doD75M8xcKY`~@PU~Ggt+hEy^#}3m^yx+0Iyepl|AgZ`{i#|| zd%*_yhx|XIc)qH_?mhH}@;;;axL5PS3*i5-{A}N3Igg+aeje}a$9ww^Up^1}siTC_Li)%!?epcIC%NkSCVsrR=$<+`*LFXTFZ8Rdr87I}0k$*Uh?e{N_TKuW&s1 zz3p~x?{VmV^@pCC`yuk2>~`5=iT>szmKq~{{9i1iA>H#|4E8zkUkv+inEztm@1}T* z;W&zS7-sPyVK|?U{9)zvevmMKxJiyfdA*_qn&b!oWQmH&uGT`Wo-&Tqt(=?HYGc;V89t(Lj)TOR$Lh$BULpE`~vG`1+jT zJET7sC!8uB{#KsH=Y(ahv+`vERnyW=5RajLU%Vl6a`~p~Fn=IDmptF4o$%_f#_nfc z%J98w{#G62jrK(t>f`s9uFWd^wox7OUC2Me5RW21F8w||!Ms>bnf~uWc)8=&HCvZi zLp~DoPlUmrpguFq&X*8|^N-j*`<}_`^2ny(Pg~ZiV-bwvmK9u{$<&O{W59z)9 z=2!6tn^`cw;drmeI5+R~`vvr%{Sk)wtPKYGa6DHkqdfaer~rSC@-5VpcWRv?zVC(Y z73!O=F^k&8^M8b4{etZk4nK0Y_0$otXY_xCOT6ZvAFT-MIrQ&^`zr^|jvoW_Gmf|L zD((D$cO%x>;J#_g~0c}#s`mjE7r5(avZ-m5Y$1;X2R!JlD!S6jC%a9;Ts z)?Y~fwUK3?C-?l$`@0qtD{u700p9;nqX$jDe?Om_xld|8- z6YK-~yWyiV__kC7?62W?ZWL<13K(w9^^GvkN8fn#)zxtbcR&({8!NIB=>lgIr zH?JSl4CrLW{q4=NgtEkv9I$8n{+5M9=fvbF@LwqJTT|Xu-@R@H`hfj0%+CAV?wz|R z^Lt+zmhZbg(9@&k%_*4wP~UIg&fZ#E`U&2zLj5Gn<#}i3k1tt@7J#vwFkdg-S$Q*S ztJMpTCzjuxt+Bd?O$O)(%H#f={_~z~p91t@e?=bY*W6yMg!vHVQ#3na{d=vaFkbwg zFwZ9zPYRTtloZGHt@wC;aVo_o3AUFVbJSHs8nl>^%4$>3Ja2VQ0{$eD1Fw__eo7 z>a`E}jq4+Z>Ho)sgn?fuPr{(z*#85e?$>j3$8mp081i-0-zSC7!VCRi{1y`aJwOcp z4*kKyx%y2P`YUjLK0KwNYk1BM>}9(< zR5U=mhv#=0-cI=}hUtAQAz{dGBK-`r`JLf7;{T&ZKV?!n-hq59+TWvRAG=og--G-; z^7~P>&Bo=^cfov%{(&&WcSJ9iL%y~xX6r$!5B7%qBCL`^<7egUJT`0JiP4Ac!+b^j z_~x!Uc}pq0pN9M^^VxI9Ci?)y*QlRmf%k2LGu^G^gh0jFkerxa&~^ReCMw3UQfPq`ztR?O<58t_rLm&4}`8;*^SR% z<%mJv$j|bs|3WLW^?)AKmx=+FF5{Nw@%f};i&{gUi{ke=P(LavZLbto9{_n${g*CQ z%QqzP``Q()Z{wogw*WoJ&&RVXo~}q%e{ zzSff29?1RIv)Q%=12Z!KWBq3bzDcjx*bnRr?f<#M7R6F;H8>B8{V`1cw;_DKNNJ&R zs|ezMj4vxqw5=j)KC7-FdMfKHwptCjz~}cD3ZZq0_r?ELfbxEED4}XgvA6sX(w7%M z-#!fVcmnY=@{=&XU-HtqSK9C&2|zEFS6v)w^5=~{=pVLMJ?!_KCK>VnrQm#8qn|l_ z;4y zH?mbf4d*p_O7#0xLrrASka+cNR^N~HpOk)m+8sOSpXm9!$*<;DE8l;5LzwN?*J_lF>@n2@^b^NZd%A36 z*sEk1?^Ox?guxzhz97u?nXu|q>hG=kZp9<|ogx0m_6Wm#)dq9>dVBxoxtMFF&>xi} zX8%VleCOCD=v49_c%KOMo#FQkdqzb6ic{n3k#~sY+5Mq+zB!94t}B6jaDE^R`)}yq z-{sVv2_OCf^w~o)-ghk{-aJ2X3H&XVe~2@2^OFzZ^8O%rsh-wNe7*T(V_8QH5U;92{G35JD9~ukhnOMDC0PQ1xe{_-l z-SFuRlMT;XRmb)?%V|NJ;pb!o8G%$k^K+i3kg3& zV5V{+^ZqdZN&JOK%3)}TwQnwrU&3#ZRN!U{QQy9d9+C9yzqL2kKLq|t<`0J1`zQ=U ze1+{xzrQYDd_{a79NQxd<8O;8pCV%QDgNg8Zrk>NpOW#jayXyU21EadWwc&S3i`Ym z{F%f*iDbU6{!tZj4df}|w@B8;WZCfV>!7~Genhen&brwzjzfHdSWa-G)~{Lw>wAel zhzNsxCHl-T^H&T*e-e3%m#`+ z*x$tQE2g~qcvn}7?Z1f#!+IR$rQFVB(XpsA;2#Lb8}1gkCBywZNj^-Zd~Nt>nRFQ$ z%BPA{biW^pv_H!1SESOj)o|v8B(^`oFwl?uR2lKXgf+IXdtCUbyZVzGKZ!pSsqc089Dh&= z{0a7_etGVPO_l`^kMtG$GZA5h2N+K=4E#m?WaV@}Q=}2us{bNjl*&%x4`H}Jfb?k; zoZqLqLojW`z@l zr}n{m8|9^m7}_ViE9ddw<25Wk5otcOny7x|EYOSm=-9!h?~fe;pwC#pqr=2kjzfk) zKAXxBLp~hkOXaZMKzk$%=OIwvwWM0(9F>CD{)b3w)6bLN3OvCXVR!%>w=j29SY@q|d*&^_>;p7?wh@WvJ*odrwQGTNZQSW0Nh!BUs+~Y`ce3R$FlY)J3JqO1kb5*e}x4 z#j@wgUoJ~nd?_OQzw(VUyaK=YL;fj3!rv~4+4&bym%N_01FneYYxGxLiqwqHRn~)k zVgFs8TRFBf=<~n!2-EohQCIJZxhJ=V!Tf~sV3^MP@N%aAR1WhAw%>JX!jUVJ-opJN zlm}smC(vG4IrBeV7tFksA5#J6fpNYetW5Ekh+*3Q;F!)Mi@Ihl&z7Dgz8{44)2-9S zXZ_VQAwEIV7}(tcSvIu-_gM{t{;A zm03B9e>kT7Q<47QuiYBgltBFBDfyo8|8aHQ@mzo3-^$idS`Do2}3@C{9~B%Wr6n5@cg=nQLw)d=d%ohzd-w9?K(6+VIHrw z%U(Dd7<_>FXne%ne)HLeg)BcoUh^I)e-YeBKZC69N z{xafvqd?!v`f1jORXkqkJFOpaAoL}>-yqQ6m$%^jk9eqOV7|sM)yG*o+rKc(@_B)N ztNx?NJ@N9+AOZMs>_YOVcBn^SykWS3@>v6w;dirVc82qJv?l}Oq|fpbwgA77-v(1! zI{0tf0`kK38N{mPzj2pi^>Ts1&KDC6ytUze0_v|pN_1~0)3H!bMm$K@u{K@f3A~So z{(~^^3-y6vmj4WjTTr;Dt0mX3L2-$;0g_+9f6{ml>W`1lwg&ys6|Z*?VrWNu8&tXK ze1^+-*uRSFVFJSJexblnBU$cahUov`aJ`1+15cN)c?$M#ARdn})YHV@dl0a8I?rVo z{NX>(v-25&(b)F}Ia3zE_(-pjM!We2fu9C9(cxp?>~k}ekz=!xEbsZ z_bWqsXY`$|83p4Z|A$Q6+_dt`Hu+>pbMbl!gTC+k2cMFNY>&aex&MQ`By8Jb*bj*B zhX`oAj&)?u4Ab}bSUZ;|Yp3&A!H|_#_A6;P!+rw!Gh|(E|4q_!*!i_!NMu6h`q9m- z-p4T94?zA>JLH$hf5KqjsJ}zb?{QKdE&6|FgQ7o^$uL0@$YRrv)+AX^+18i2uZE&F11p& zG@i+1vj^G+YOp?(x5>=Mx4nXs*#F@POx+8t>%x=ayb1lM>4xS9`V(Y9UO3;-iQmnV zVimyuB7X>jx1jdB{r?-MaSrSk+lSq_`)HQ-CCJwYiPujU=o8-;6R`HjByYm-Jo+!z z|0u1`?9P6V9OXrz-`GwV>XoS9to;c21H$aQLNHu<)3U&)qW9GYis>2NE6mzePjtTs z`8|BN%=BkYc_1I;Ct;8$;at0$gI$-w^Rw}J#E}1^e;QTeRlD|EnWEM~rdt{pGIR$%5z^ zVH=q`X0s&ZzgE~EG3XP<6KaR}h2xKu9=lQgrXtXbKSte!{SS!g#>i*?6N~j8iq+T_-=1=oww0{(Z3SUdWelzR}+jwjNs65!QqG7h&)( zXfK3${I%M!Z<}wQ1w39`MbD3&rRoRq4f$)8)Zlc->j(EAR*ycfn&fpA^bzN?YVJ8B z-~TJzC&T{M7E_kk_cwxgE-`|g!6gfM> zJCdE33C2uo9dqhHxZDx4SBB~Ty98r$zE7ETo3ca`y( zpwAee34=XiyN$b!cFgb|GA#eK?fx>y=+q0izmEEA>zKdbXZl}=Z-iZkT=9Lx?+*)X zD_oMKbwWXY7_S-jq4@~2`^y5`kMY;+u@C14+4Km5_d}5WvDIxWJcfzBXM^;OZN3?$B^13ck9gd)sK2=zHnaC>1>+oc z`mM5ZVdv9=aiK2Xm+!L$|A6{6ZkI{S;Nxrfc;l{F?(S`RkKJDs*!4FUU!U`e*V_m~ zJI-e}Xndvq8#&m2BYk$?-Gk1YP2~9sVOT%*AHUi#BEM%Qyx)xTk8fH1cVci1pMQeN zXtPl$KOf( znhW}g{G1e>u=!V15!92=9}tH8?H|nbm9^9Rb%IIz$q#Ft6rk`_RDbsy!fxT+i^n!>& z@L%Hhn-~WFh5V#;sMjFB?KA2Z&t5zi^bPa7sd0CrCZ*=VeAqtql;s!gL*3Z@7s1qO zjag3?)Uxvp!8BEu(5ZU<&>#KNH1(UG?l-Js_YDMu!9U}8)0ZEK+q=R>mia%2F1K73 zKZ{}iCna#uoHy~U_6MK`?SIBQ)oVSr{;$3}^NZt! z9X6eXx8Np z0bf@|aDL3Xx=ebeMG@p9C@;c_`)Pf%9^ZV~Im{K}(+{yeFq|Y2(jH6A!1G=KwS#{~ z|Hg1N`AdeGelX1Hk%U2i(cch;@6q6TXVp4HH(N{ueVQene~zMy`>ncsxSx#tB@FQi z`N1%&cQefPt8+33Tr4m!h~KXh5C(pW-xpvQ^2L$j`B{77|HBm$ zTJ786z9Gh6>JR%Pln-HcKbMUU`ib_!#%Jd>PA84mZ~bfw`h@&&s+WK7p>_i5ZCKwR z4EBQl$$6Xdc&Y8ppx?+3=W@xtUrPRfe6YUZV*H}uowE|;$CJeL5(a)?J(;y1r1~an zcP4*880w3dZ?OLKy<&ljkKX2pcWttCJ|}RwZt;21+-8;Kq;K=ozLxxW*$VcI{$$>& zn%U>&A1ShYectnAizWVxdHsW7y5A#kof%uzqL2>uhx~9|IX@(BXAZ;{v`^Pui6TMp z5?BwemoUUL%-0C>{Mxlq>2hD6TaX_h|L0FFEgaU{3ihk|V*bqk0-r~^?#bA=oAs(PT5Qcggj_0kz}^5n*oc3)gPedyv@( z`7-L?!u97ytQ}j<>$Qt|zBNgmBLICxelF5Ttb2c3^gU~&chR)9%}#?Ka{sz$W!!8x zlWpw#GlE4|2V9i=_EoA2J->L?f?-piI`eqA_>)mVTZd(`HRNBHDCOB%enOvXg|A0JU_!>ME}yc zUM;!1MBnQ~`7e$C@MGSY_fXG8`WQ|ke?S=WDdaC}@6N{Cwm3!jcsV?e`nI%aYS{qW z#jt-tc`q$@>pVbkAM_vj=h^e^rBS6l`Tp3mtjfIM`hCzJT`|23GymjSX<(viTMGFu z?gy52KiF4dcO9HRiQlIc5C(n3^)K6J+V-_;4%c5VRX2I3fivNIgcy&#dRrDBin#&) z3h8B-)x*5DE0=!%r~~ps`4a~DBfq@YjhnDi>Ja#I^f!bd-$D5?%mDkP?bQj! zL;uRK7V(oX$RFwVj?cajFSiTivrNnn!jSJx{|BFt7}6et|3Usyf6yPycL>Ay=wDg; z5k@b~NB@^0VEtLVWSGS}A4!D`Tcbti@u&}kdHr>{>)9yZ;MLq7m#?i5mM4dRypW&E z(@&iDJ5~((iuSVncXVwZD+SOG#J&Np#XX};fZI5}pW0UAjdLWpJp6R~JUnOM$NryK z;5W}zLGh>PeQO-w@8pXQW89p%fAqWT(x|3g2J*&sf0>QbFFls#=TH8cBNt^i7J&c6 z{W!z(NFM&9KkF87x@*C=X~T+ zpF*%V!XNf-pVyQE_YV*Uj^82WxX2OoLr+XUVbBk(7ZHYfHjdBwvw98d&+0FMPTdDI z4E+r8Z~%@+*qQ8++Cg8@pD?UP`p+t z#J`yHm-T1$zn~j;4nKD63FD!@27Ot3^xk+Ci0A092*dsc=L^>G3hcFWFXU6$9<1N8 zZ0(w49{+>goS(D~PJ!|8JRvyq`;RlbEelT1{SOZreN*5Icsk$ zFlOJM6ol&Ow`~t_;pY*d2GOlMZYy$s6(dN7)A|@*Me$?3 zjG4Z74`rAS<-dMbo#8N@`QY!79}Ls`M}qaAj@!;0z7g_gDHVE$r6Z4BO(1-Ci zyocVgG2=S3_wfaUVSJ<~e8tT8PI*7TKMTdr69#@De+aYh=?KDCYpB{?xDE0^`Ur!* zqrV9M_GAYa1%8)ryY&OP3P z>%+#`b0(W_{0i|I`LWS&^OFzXD`5RN|Hjja->=Fwfj`w2^FLDk<+YI z#kRAdo{st%`5_`L*kd>F6Xg^6drhmlw>PXG`4x42d-nKu7Es^7^+!E*I95FG8}!F~ zjqv~4-}q%V#NCB_1noVl^=Ru@)qOxe@;BP%%ihUen>l}@@AZ>Qi?ZSVWwVRQ`1n90 z$XAdahS`2}^UC+3m%O66y%Xm5D>m<4cI$xQPT&vHw>kCR)W4f3M-UR}{IdHn$DOSt}+k+~gWA0+X5Ud)!rX*IvfxIc>>V(P3EcYx*H|-lgoVGhI08bOz)Qn;%3_C>EHg}{vpm~r`59j3NF96 zMR$Ypos!u1zy$G*=QAJW+=cTRoG(7`+}ziOli)mvaO{SGCoFLUoP^Gls%`2FKrS z`P$rDM;-J-{Qk9Id&sr?O5JNfFWNU@zF*tnu*A_dV-4IlM1JpBBlC3V8Y!+nJ9bz; zJgTq4?Qh4$q?FH1D`9-pPr|@YtPc?eeZ=+bs7SBTu{MSCcZ_d@VZVa1b^pQc0!T8p?(sE^!p9db_p z+`JI#r>Jj)VSN~{7-sb?hEI{a+4C&l*_jlZ7&NI3>=*sx&O@K>Z%xSq`=j|^{aBZN z^d0B}&5s!D75TOEr+V+P`fZ?ph?DdqZ0;{Jg8T~glQ66w?SZwk`*VcB|I_pH;>$`c z2S}@v{wICOFrPEm8=@=HM;PRf`m@VlU>G$@UAc+mzbojpFn5g~?AOHKj}Z{&@s=>0 zC*XQ^h1@DIJhKz*nZ`p5{+-$n2i_{|^uP0sU1!F3tZz6B{tfBf^`x@yOWaC`KlJ=_ zz1k4FBjAtm`Q6t%Qm3ix;OD`+uNzG=AFj*&*Y0mOWM@=c@#pvS)b*=06@C8{O)H3i_?R*W$^r)Fy~iF?bDi?yN_YN zg!V%i>Xj&e!eGzn5BAF2t$6Dy`W_kfCk*vFq?a&{pZmtyuhSd*0`vj>BVphV`ZK~Z zTWCDOyuL&j>OIKMeI8FvJI(e1e}(iB27N_&?mO{ePuJKupbv4Xb$89I+!B}{=}TSQ z|6oGzDDYp%pVSP$eySvK$dH=n$QXg0!^6TJ?mojA&Mfc5+-h;RAX+JvW2mD6+AkoZGrzxdtf=pb&UbX+ya(lT?8y&_ufk{Y$?|sM^$~{k zKNREROSZ;utNj7|LjE7m%buc9J{{&q`j7wKo%w6~4HWq=Pb_S? z@_dE38Q=5&SlM$gxbFs<8J2=N&C zaRM>;lYcPK_iz9I_dL*x`NfH6@&2}9SHYf;e<$95t1t__2Ks{XOAl3vKlx4c|ArV( z2?Kv|z3DrnOjf5gfqirn^M^3_EA&T%L7tcov36F^Oy8R#tjXBK?K%Cj@mQn&%N5SD z`3ckaR0ZiJ9iQLWRmk<@q+QkxwT4Ep5A;_VCNd>KOXfj7=P#y*Fz64~uUR|u7ldIv zTu(;g^q0=N)`0&*{$-Rm`0YIf92U7GgE;dD9_BmDXXG`t6=|%>&*-~clWC^e}7t#xn@PaYQtBE z&lr!g?9YG6y`Rbb@0sQ;k^emry&sSElx@5?=h-LG|9fIRi7?QQ@+S=Xg#2Rd|NV<0 z{-FL*JFM^D@$DHlsk$Atb1±`gxy*@T%r5{B~|a9YexK8mmG>)ChW#Gq7w7gl8VDD7fjuI>&b74anT!+N*FgFSgT5pG&iBdo{L{;t z+uQk2m$j=de&G8%!jMm*eV&i>=rVP(Bj^wMcf#=eII+GGhWIj~JqG`3+8)FF7!RmF ztPkbIo;RfRvhlMSK6jzVtqXQ?4~gIB^EXCJo|;YQHZRB1M&C5+J5gthb#g6p!OXd3w4|PWHpFi7yi4mYmk~Ix2Fp?57>Dg zIK=Jg!lR8J7hHJ*1%;wP%F;eLxS-;Wc9`!xUbhx!82pW}baSn-MI``&0j zIYPsCr{*mJ`Slm`k1)`K{L1+#)6M;L9?wT})x1)>w0MKQqCV#O?e_mRZ6LSL+?cb0 zl`hLb-*LUU={C;S|DNFS^kPEmlb@QmAs<3{U)(pe{PhIU_sNmoi#fl$Ub<@`^-z-9 z5yN`1{!Z=u{(GKhsfEITk?3Ct^LlCi-=QbZg~Wk>#r8|G zF&lQKR&#y5WYX#LnBC?Q4Rn5U>45Ul4P6gF{)^*ZRycWJ*P}(yANAp~?tbIa?N#tS z1LW^z%eedVr1wL5C;9j{QzNzSLoj^XP9*VFR>c-cbK0LhVv0O91q)p-$v~*@E7;n?0H8< zKaFQk_CxKUk0>9);GYTqHa?SZRCFH(`E_NZlJ2aN0qX-BCzp;OT>JTZt zzHYES!V5a&4wxXS_n>_g1eR1Dw%N?}p&;#ba^R2d@I8B!Ut!0*llg1j^81E`R~NoW z=r#)EgY*&R`f$~G$kv+qWuV_^Pgeyq8h;L}fb%|_|LV8AqNqA;pa;jlHZ;EAQCcO` zhmoFZ!*BQX9B~HnN7R>VOHGsGmL>4_ZdfF`---V18e*6q>AOCCZ{FU*a*((9 z`-}p@Fdo+X3G@Bo^>s&b0?O<=u=iVU*j3+9j_L*V&h27-Aq@Tl&udtFH~hbO0b$60 zuztyKHQj$D46Dce8GHU2@%zT)J6rm6l85syTn}NW2crHk%<79b!mdBv?OUSA?o%;L z|6eA!Y39@UlG=BvCnUd{I}Wb&u`Yo4f#coGIel5fca;=^uH~VyHBIx%t@%#+$ zCx230^7N^DgF58vsISGJl+Q+2S3ZCiDzs+9#!h!HA6ffVW{UVZ;!!Wpuc48pGiK1As<0`u<=;EhP9s{`tEMf zH=1jA2I4RJ=exPN8$u4<<@@cDX$S8K%KF26nBNfwd%^V)=Js9^ZPumXoD6*L1m`cg zvh%*7Zz1Gks6T|k-=jY!4EY!KFWox-XSWf4yuL&j`lEf8ZcD5P=@<+8i1QN$e@8g6 z?*)C+J)r+6-%`Tte5W+O;QOEAgW&(rzY&&a^;U*IlRWRw-sYP>?Gp6Y5%Zrg_#32` zVfwzPfMNQ+t>Augpk#uVE9_U1zWWDe8n&!>3;qNBWtsH)J2Lg2{Cuy>tXZdCJrevC z>LX#WA6$Rg^tfLu`gI0-m@1}+u1RZjGj z3oJ?&&nr}*?^6jF_9On3U(ii*sS(wSkY5#=Zp9O~q=3IcdI+=slN40MIh(z2-pli; z3c>f`)9!W$eL;E{&L;UkFiccfzFPEtJ&yk%w`XMs;XpYfqVK^SZR4?DCPTi0`ts1R z>B-h>4m@5woYU#`?y)Uk-xyCGuJPItkuUoG1oHP`;`sT0pGx!n%fov8xqTiO0DTz0 z9~t@I-ul6U`-ey4Zb_snJm@r%=6^IbsIYoWPk6rx<@e}_iTQ?Qr{MiVwD(6JjeUR3 z@RVpHemwfRDB?xm9sGX(W2Kaf6MBSzKg9b63_qs*2VsfZq)&uFez=~;hR>ESoY)7} zi~2@b(S+uEyz|7He9tai-yf%DT{P>)zpp5$)ZBb&zhW@wUzKUO=E2&nQ2#;sRau|g zxH!xS>Nhw(VQyc9`F%>lJb!s2@3uoP@)7V8M_XgYQ2QMwsUg1ysK@Ny;$u(9{AZ`tp9{TA2EL=4EN2^ zUlEpK_gh$hR-YgY{73z(_73i}OJ}^|3x@Ob%T*?AkbFz}RE-$?BkEW6ZU5`r`+7n? zg#087`vDxU#w>GYK#T;O|DnFrgvv^X%=ZEQpnPlM$D1vTl7{EeKh`u04eQMIfc)|K zr}4v#hbM~e|Ks~Gg!y?kVc-Y#&v|<>@91FA2gJ1<1bz*^MSOo%yHb9_*9&2CgUG+s zCO55mu(b{HUzE=?TaUTg*~RiMv_EX@i^WG1K%}D75_p4E!guyDYqzKMGtBM-5$5$3!rb3IxBIQ~`NTAdqcYEt zKEivYN4Ce(-6XNTOZ`Fr|LG6;PHy}DuzKzG7`_io^yBzof9MZsJdi)~pD^V67(W=M z?}ZBp!+r$y@p;LbcPUdv=YRP83#*F>W3D)Xd{I6xR_wMP*)Iz8liEWJ9}g+X0(-~t zU%a(-9g(5bk?qf4Dl{AI+AZ3@pgz4cUoDibe-Hal%%5MH3&-3WbQbEbXrF}Tx{|*j z4DpaXkNw&AS6)`F_x-eN7uUB}okzca^L+}}$5#$Y1;umiczu;Hv=8b=9M z=lhR0%bO2t&6y4SL3zD(J8v1&I~?SP{Cs;MWA=HkyI@Z^-@8%fJ+I6f4dY|~cNb&t z9+2t+_40*c`M-~@FfZ-43eE$t{e8Oanyh0_zTB4)(dx9+v?0%6{kY!7g&vj~ z>n1@vKHnH~<@ZEs6YkF&x6j*?J4N(;57dvwL(?~=b=;*~PyL%@)k~V2)giye=bM63 zu07h*D)WKX-*nvVc&&3E@TW*mbLu6%=tR-~ouGbylzFbE65L6)H?8+$Z_f#ha2u(T z=>2FFa=EI}9^`@Je{`$X-Idz2<1V8AV`{8y==PN$U(DZIMh)~lQ(FN0Q9RFYX2Xmp7}a$)uW{{zK!z`wGY( z!r;%)J_v*T;(8gT{}UB_?|(x}R>2bT18R?NF6-@Zfa}Zm-4lGG?uCNBqkRzO@3Rr+ z_cgvJZ{2RY;U-{|&kqmB?I~Mc1HV!K2*Z93B^JU`S%HaT6Yp8m-L4FmY8oc%=S}1AI#V_R9|#HgzIlxX4;|lNEP@$lt06( zh#rR7eZ{s9u6Gv<&j)&N{$J+PXG|J$9P)j%$6qPYSq5&8VSkDG`71wbTH{L5`7pI3 z2LF%i`BnQo{qSbd|M%efe>JZ(8hAn<_~$210cw9&d+(*Lm7Q#^9MSlG8RUeVH z$rkL3aJk^xmpl6)pFn>9?d9cpa9S?ZH?f{e80bZL{#DPm`L3)6`3sIu82EwfBh3Eq zQ1G{J^>=ei(f6gOef;SNy=MZ*e`&l)7aQVV?t=Xu;eA(y=WhH0|Ah5`zliz$(7zYn zIR(_&@ObdI$i>oqUd{jL|5-ewd3OPihkpsXpuPwtB*J2c)g%JFV*Ozl-nS9+Lnv|V z!K1xZBL6Suhfw0C=Y+};JDGnGN_Gm7yjMFHo)^o5Vc>^Yzl4(ArabGk@*A^vq2x*B z#-;meAiu@&B`fsQ516%qJaBxeDQ;8FY5#%ouw5!O%J@gcC!nA3?YrBb>&#-`>lI3? zjXZIA_C2^ih4f4Jby!xFx)Jo#U8K)K!cbon%a38O4{^T2FguTD80-z#L(jASN9OGm z--Xfx*6g1V)r-?B9egHe{fau6Uu=Iu>5v<{BA>Uh`VYep&u~4`yJ~yRy7Lz9zfk|z zepSl?M}dBehKP&w$TqbcnwT;a{x1;u!!Z3HfKX1_>_c+sLZ(j)v+o@V z<*d_39vI5MZzhyGyD7N8!uR2DJ@Os&69)zAvHhP=-eqcj%Ao*O zPZ7%B%z4n^-4ksxP_GcU)MSsmO=)2f{Iev!z znPG|3#2=cE#b2S~aLLS$1I^(69rBYf$nPHv^%ufU%6TiD#(_PF?OCWef3#P>szC4u z)E?aQXkmA08LBS|6@MIk;$g52_#>__Fbw_0`*DuxJc(m3%)dFNdLhG5f5Z8d)IA^n zQg(;&P~ViSYEQl}Im7Ln;R>=(rDgr^{aLphgopZ~s$@?aKMx@qS;kEmu8(U#S0`48Qa|_*!(oANkYCdF|l}L(%t3P(Ga^awLrG?BIJa zgli&Z4vy{v@ksnWnXnUL$X~?yhp=<+th$y?nsB~}{X1(-nKa|_Be0ioVtx= zJ~{yUqka%(^(&$3kDJqWd`*IQEv_Fi4Em1oM)gnjIvWomtIrAVt;XNASCGxZTt=a=8LpCU%kiqp5Rxy-9|3z57TJnXM-wZ#I6xSn!gn{0l z?c2eB3~Y}fzKQP-u>PQ*s6X^P0_xC0JXZ`8_^n^X8OjLHcItuhboKFjT zUVCD{b#zy#|De2jmOVN3;kGBdZ!6vp3JHV0;C#I@uce)Z_Z`mS{S_f$P7lL$J|^s~ z-)V2n-K#u)_4W%t++pq@?oWHi`^4Q=7huoGUxpn?-+EtMQ8eo7 zTc981(YxWno=1B}gFnZ7hA>|bVebFbI}BEv6W$%_J^jV}CJghTzah;1Bg6DPDIsCl zKcPQX@7G~ysGy8}e?h2jW))yKq6zdJ=~Lf(w%^^nTVNlk|LS*KQo0&_1bavRYnaTj zb91-?`9AVr!#ehPW7cG_UsExCgdxA~*B%4^a6HyukNBlA#w+tcqd)iq)JMWR{~-+P zNBT5A?XEc1EV}=K`Ba~d?0- zPr={ec$#;+uh_3x0savA$uNsAn(y8;eDKX;`z4{4!Kj?aW-*X&dW+Xb81k28|6qHG ziS04059wvkCz5_LJcIb7^>CktAg2cYF9P+MVY+W6WSG7m%yAg4huURXeC;>>{OX}Q z1L1xJ%D-EhsIN6+F8CK5pD^$X#~-lrT7As5p5T9}9kH?& z(aYNDeG}n;SH@PJ!$tpRgX`A z18Q4A-%G{g5e9#c`pep>9wlU$zCR{3P+A){-AoqxW4tz)w=K_by67|;c83&)~*!tL#0#kbj|nW7w1IgW)jZ4`Fy7{n4PQ>6b$7V}SpJuT<|IV{XCscZS-! zuSSm&-4{oC2+Q=N{DHM65nq!_6AyR3+oY z^fGLO-_sEihVR)Re}< z48zRd5@zRVLemYs=8ussf_RPg!!X;wnI0LQ@-*8O_>258O>_NbW_t|yf&QOis_zL2 zL;ghlk4tCs1&)oysP6HLYGJHTO=k?D3pcnK1VT9>> zNy1^rj?Xw*l??TBw0ATAq?kVA_JM!G@y#+?_VilWC{auLYSt9pC+v77U*B*Ux!F&w zpUB>!{Wrt(JtrZ<*T`Qm{DAl~T-M^9+><<>uMD4K@odE7ksxo(4+*pTY{KFHm2B9T zFah#Kq|f}o%kMoSKJ)#F`GxNus}|OQK8nv*g@ob!jrwCdt5*sw`Y6_{eiO#(r$UQe zd6T9Z_ksI4s1FvYcM9WU>cL)7o)+bL8=8V|Kt0$%Y+r=od{cb?SjgJ@P&~KnsdGYc z;5mpV_`K!dGo5egNJ4*`Q|;XEJns}ZAuY+^EepuT|lCt;8`+UtmIce?&L zzMbpO$iaElI-Mf8zaF{I!gpHo5QwK*V)_`S`$@u49gk{G>r<;Rm-su%K+^Q;(s#gb z{(6>9bUxDY* zen;!+r53^e8Pa`e;pp*ujTgS@0sKIJLYUp37ml8jc=^nqE|7oV{*5qQDFM`SWys&M?%2kl&+UX6?zF-V^kN#zzeHiR)$UtUf{*@+*4&U7rA_+$-=r%40NP zR?o50s(PNDz83h2{Iarm>3(bk)q*LAnSesO+lDUT_0n>xb&ALV83s4{zYS_;Sm>qUe+nbH1^wbT0^Lc*MW zh8u{VtUrq{gyH>Gnt$$)jk@EUIKQmd6lt_`&!G? z%K>A(WK8F6I>!tOJB?=Ty=P?HT=R*?=P`3yu3cDv6Y?8epG}uJ12;u`fd4~&*(^RX zcJ_-_g+BDW&9V*y4{R_7eoheUBVoudksgNWJXlB=^bgl#vwm{fg)gx{AB|t?RR6+% zE}ZY6d~FCb{jt^9{N={Pd64hn^S0(zzaBh`g!!>QVUWi^80xwI^oRAKf48+=>yn|; z1pQH;33L5m?JVCJYvo$qd)ODqr_mn9CSLIJKIa7aJ&rd{{nEBA+jL>Sg#0HA=OH-% zIMZ6+>j#6tUr@W{)&Yv=vq7GO=Z2j1J~@Whi^m~`{WgtX-k>wI&JFgbIRCiU_qE2I z2m$$EJ%KQ+m&U_(@L!1S6ddlI?-D25kK|*wqxY4cIwAZ#!0xY^{G&Y~;tw`@Fdsd??#4{_hi8F5xc>3CG={7mTn*>9 z)Lwiw`{mm*o-a)3-Ox9&|9Y6uNvuzV!9U^tY=YH2$?+xkV7(ZhCRisN{_^-Sd~X5A zpWx~>H8WOpUkl^Mgz~;`o_e(LdecOgmxY?is5L^KKM}AGx*!Z0S5&^nc|z|D@pC)0{q^h4_H>&#)ua za|y%xFkd6g&rb+L{qUdhfF7iO^3;WEkJ@|$e~a=U4D+KtPZn&k*nLc~LkZz25jBgK z|ap+4Ab{_g!ai@C;pN) z0sf+X*;n@c>F~WX=pT(&6XARy?FI0g+G~T;HeNr)?Rn~;(4ngocd+}N!l{NaKV5BG zVLsFc!mvNX@uu3TJGb>z27N?-%`nTKr$wgTtbR2a)`Rm+w~~v@UvUKZkMbf6`5fU$ zm$wV1L;x1w_ZChk%=kTh+px<@b_o#QkpI&Qrw-GTErs|LF18QCuwI|`80H_>9>epv zA7jtc_rZh=dog-&e4g)7JDflLGe5h3!k&loKw59{jpRVTHn?Ak{T({(KjiY!6xNUJ z4#RU7NVl8@|A_kGU}vgP_4z%oj}nId$ZvoupeXe9QqSpm9yx+_IA)0w5Pd{HF(_x&1hq#1540ZOHehPNuyaf?8)N>|*_G7VX{j;uiQ1l%LbY2a1gW3UI#| z`QtQu@7R?21LfO@KMdEAzhk(O3DP8oWQ^ghbtFJV|euGi___ucnPV?aNUK4ub!~Wm zmqdv%>J5`R9wUA-Oz(dQT|VaN%@20u{GS*6^+(}XI~X73K^XQoIN!X`%Af=9in#vF zyX_g!x~-neXI_PM{QeiB`&}rHc|TnSUn$?o*F*S!{jr_L8&~()r`7!X!Y5F1e%DKH zzrLD%2J{E*&9!V#+NLCRkT23R-*KGdHNOjx?;wBX7aTR$mS_Weyd~CO!jL~8Jqyn2 zwh0qN`8Gc9X6l)`aDRc)S%$5DJ@2tf^gPb*<}NT0goeU=!^GnehW`)4{WxJ5AN}#d z;MWR<{+ppc(z`Gr=k8#GL7<-)FBb~ZzH1&dgm$cFE-bK&A5`fF=cVHJe}xOLdgOL^ zQ3v&5^cM?@i!7?tZou&Y-j+98&O!cx^eh?QR=!=S9O^e{pM=@{KOtf6 zPnR6+_TPEA<8Xe2^ey?G^nJ>aH_|Ff*vwruUm zMyQwLcwQ=oS`Ck_cs}aYH6UxrY|;Lo+7UxOf%^w9BX7xLcOF1|M|<-cyW9B4g-%>Q zz0z)M(EoI=lLLDmG4x0Jyqc#qy(*0Ze=tC7PlVxl+|RRidVfYp803%VM+~!iE5j@v zcxz5G`zCc7^cm^%9xkPAb*G-kPw$yOhRhGX0{o@+D9gd+Wo2-m2-oYqc|xkqt|wf7 zy>q2Mudjav&m;ZbwadFtJks<({O()UdxxKryXbizxp=)ig=To482L?@=i`L={?n)9 z=$m2FdP98-^~q=8RrQI*i9jF9&nG#kBxLU z6@Y(0e)#(bX{Z%`=lQsQg8j}cpIFF`ael(UPt;%kBXvi;mWuKNoX`Kp#xBh-(!igg zJ_N`gZ}=@~2J_+ggn9iipi|1RK8<0#-VxAs&1&C#W$u3iW@g$~PcH>|BfSCXpS9zE zb>Qc10ojj?zKrd_&qo7(@3>SHeU|et&{(UfU}Fx*3-vK@@ruW~N}})e3=#8-FvM51 zf5H&|slSI!rkmRmdFKBEUwFhUzR?@}i}*gUkm0*TAH&b-`IS9&b=TXda(_Y?_<{0R zS)_F{c-b$&ct3BI&GFwMLA!x|oPTv`$bfJDE|71by%OgBBuM_5@2fFGp+E9F=;)q| zsd}9`KZB}n?GNf(0sKV%69)O={J|rV%mlfauphzsf*mdmY3*eP{u=j(gu$LL-wZBO z-|sTi5za^O`H(*vRh#qdAwNd>5a#}sFh7r8V|Fq2YvV!4hX#xJzsA!*_59;7s3#)- z3G?$E!tj0@>K|dS2b_P+$^J$DorlXDBK=!)YnGq;2*B{pN z4+j5@>sfo_MBkhD`ar&f@>*LVwY{ib^nao>KVe78AE=%0*F(3wlQvvE1@;3te(3$# z>&jLQh4&4$#p`2uAdSDS^P7G{B$e3rkA&-1Uh!Ib(VyGTy7gs0kE?#<_OpIOvhPH# z8K5s{|LX&*Z_ZH~3;&;u^R3_L@VQ#~G`nvu3|kiKnEU=WA1^F)Vb^`FqWv_kFD&+* z`F#Iw;J=K-^brPo!SjPKfz+$yq9~|8B7efW<$Ovw)ClXr{3(1%ah}%L_X>k){_xX{ zqxZdTWB&&x41b(sxXkhs-_M1&BxN?#?UbYcKNoK3;}AA)is=3p>i>o@A;Y}B_viB3 zuz7?=Lrzb)4}ki~umkC1M3~o@^L;Px1FZ!>@HZA3xj2Zm?OjOT`0}E6qgZ<)p5Mkgi zu8(2*KAw;;tRMA}wX=F5VR%0t-|tWa_DM#9$TVzj(ez81x(GXYK5~X_HOkf-4IY;eBjsM-2HdjfWWg z1M+WE;WFRQ6c_OK)c=pgrNzr^!9QU8X5quh`NjPEwZhH&-#i}K#~Snv^_4L9pPLVD zewNd^9O%b*5+jpgTC45@{u%8lX7Z7U`T>hT-!Xq7EPI#yE8z}GL@(=4|4%NA**xk? zz>#@8UdQa+d&9;f5%Ocy*Vvjx=Vk>hh4`>nZ0`)OqI{Jw_ygRJ5C(Z-e!<$={SCrU z|3`krzCQmkQ&AfDh4G6p-(L}i`X`Nt{ds+v^`B4rMObPEt(QGd--i;$_1pID$+Z~} zzj1wW109ycIEnlv>Py_n!I8?NhJpT~eB*p(xWq+9K)nt1JudyAp4;pUXeWHh^3m@( z|AGHOdBh0^yJLEyrGq+*PyIirDJ?wb0rfD9S8<4;9oHA{@LX$@sV9%8Tatgf z_-U<#b{vl|zfa0=Gts|w?EJ3D2m0~z!mU9=Ep$V|;QLy*o~;oPEpr4Lc|NnXY;n{c z<)xtiD35Kbx*>h?7jyr=tu7~_ASHp<1GaZRXShr;0O&#e-hR)epHFuqo*(Xz(-O|q zdc^CeJG!Xp&Gm|wqVLTJci89Vd_8>#@>R@FcKCE|UOiHmpZ_O}SW@+$`d6@b@O5Z`me`cCa&Z;9mp&k|AS!Z4+4`bUqzeg)fiI)%2LDc;QYBS~f& z-2}6~0l#p(q=j+9v4iKp`90yQ@m6z(O_0-OxMkGH-MdF|e~^Tjzkfp*=0|!7^LUi> z<^1S-%8jtziDG#$?1TR|DJZ(?jz9i@c%c+U&8!-BG%5%-&i}-&)u)a%9oq<1o@*r z5r+K%>Mz5rezWJiq>84eNMA61?zwtp(n~1=$PaOSdu~=&nn|m{`&Jn5{~N#DHC^#A zPE`J3+iY!XVF4?J>k_{eLk1AF7Z&Pv3WB82E+y zO6{O;sQ<~amaFe=(dYg>IZ^Q6R?R@3-==6!b+bA;7VNN-Al+5nF( z>tX$bQ<73leiuQ0g!-F;80-h?gT9+BN0#;5+SC!agLN#*>v9L_D9t2bNJ4Sd(R+W!u1^t z2(R66v$^9hhQmU&w)`3j{v7k)gNR}Oi}^HR;5XL48D{wsVbB+pA7QR92X|R$s1K6q z;7;;BBwsqK^BGx)PsqeNykEoqALVms!qStIx4(w{6t*AURi%=ibD8J!ho6LO z-s;^$?k$aXxNW`j?J`AvpZG|ZB}*pf>cM^v_3Ow-y;46r8CW0M8(~-v>eJC-!S0!- zmcsuv{exjXl+V$|Pa!!;pLo3?ZJL3zz`~2?-)S-X1_m_bbgZNC8D2^JXPDj(7BbBC zXKC3{CYcxJfc#KiX}LpGSFDbJ_%={%uY{pqg8U`S`NuH*Kah~&6SRK9d_Te3>Hm_1 zY4xj|qxyd1{5a;67<4c6CXZjoB9E>88Tw3xoev#9KD%FdXg;hL`Fmn~;yc-^5^z5c z=_lM_2=VWPhevsN`Wm2@`Y%^Vt%`XL`4!>SBfnj`F^9b$EKCm>*RkoPD)=|tKN1Fe zK>4MI?3`@xVFl+C_vZ!8;{**A(8!;Z8Ts^`j zFXI{bdjs+Fgk>Mnc_Cr2H`ITI>Hn{UC;xlnJTgC-?}twA_fJ*-IgrceWSVL3Yg(D` zen0Bd$ycS(t@F(lmXm&G*l4awvk>Lm*iIPoU&8Ly%g+_|gZv~(OkW0K@SkWOgt@#j zd?j~UKOf2Sal()fpnekudeOgR+^%0g?r#~KZy-Mj%QAnJQ8T{r^|Wh{U!i?we44u| zaFpo(>oGo`QvYTicclsTKS&S5-Dtj3lTw$BU$KSfbEh>6_0whacs_i(E@j^S5!rxI zzcaPMeRoWr0_R;J;`I_%$iV-r7ZQg2dSv@{xSxpfq;?n&<2hltkBamXhI;-#^MQZ- z2lILi_2>SCjVDF^Gt;25e#ME4U|)EjhA_wz`9+x9SEgx?(t=LIAwM8`LU%|WS)mX9 zWD2eaG3@t=e#Bs3L?5*;`WM6g66KdkQSG?YMX7HmCk0&38 z{&=5_FxV&RCt=tRz&~Ppwp#vn^#N(1zqr0^yZn)k zS|*^MsE>r<{?$Ji@>}#*)DHGQc)4d?QlL5T3+Kx|IMq{i)O*16JYtX+^`~}r-|wty zte1OyF^}hGEz=_2kNE)OqrA_KJv8*Bdr#08%nt|yJ^!}T_oIcZKidzV>+BuTQr;2X zXS^+zA7StZHtjL^N3;jlzJ=%~4D{pr7-ruKI2RU^8Gc~|_>aFh9%9H>?zP8|FYjuP z!M=UlW7zMbKCtn;XuX8x*?lY4&i03dA)iJ5GTcn^KKH{X{8!XM&>u^j4>7C<>oL?0 z>qq+`4E`SVn=sGM&;2z|+wPMN_a%@Y=dIrCl<++S{ZZcMo&I#oS!ECYo7$_^7roo7 z4DkT{=Y>swUKUPX2KI{mb9(r`f3oHwv`32RW0<{P!SD&<2g6!4K4BiOS-Tg_M_7rz z-y+O0`Sxw}m>}Rk+CO3L?{liVov*z<0pcmzM^4ksw$eLW;XW1OT;r_Oeb$M-Z-)9u zSXqnW9m6bN%XM>~Ix24f*e5;j_27sPerZv9N zkU!w_7uWqsi5sR0`*D2!Vvh1tx0#~vVPL(9FxWTBFHhmu(!y!6FyBNme+fgq8uf)R z#9tgQZ$roId3P6sKi0+mh{1p0{Q1wWAMT_wn(M=5m4VxSgqZSpM;Pn@<$KxLF7J4> z4ES@xE~mCyD0c&SA^$ILGTJF|O!Ph*j(>T}-cL!+O5op6KM6y;M*SoV_KfQz4EBui zgSE5waalX_=a;LMCkZe90eWe^rwf*!Q~m?~7Wdzm3A6gw!NWvINB zOy?Sfy_8=u%+5ouWXN3jvPu)yi{oF(l6J5A{Rs34^}j&j_T(NlCn3Ma^)t-s*9Gc5 z`VZ}`&Erpjfq&nXQ#65I1!K0#rlb}!dM6QCXYUzJ(Azh314uPSseI-4G~ge$6Xx}+>k=a_++XsaB0ImkzU1<>Q!1r!UkUj`Sf1U7y#8oi z{tV+t$aj(dH#+y-yK{gq=pV}G#?(!%&sF*VQwVSDb&EZ(_Fb_9t?x#5*Qxdm`yt!F z^%4esr17vF^aJDTje5x++8e$@eG>cMyxKA~by^g+mzx#0*3A33LLraZZ&_Y+FLw8b z`ZLmVD^0PadeJ5D&-nbUKesx(8muYtlEyFUTt8cJ>^{j|)W4{^`5w*APhox7zo_@d zFSiOh!g$EfqJiX05S+?MBsU0!AuYl_*Hk>$ffSfPHU$n2{mXpu& zc6WyT6z21{9TkJ$FTMfxivHtvv%BQ#OVg$3{{@71iy;6Hxy`d%Q3AD!SA6_i+E4u(9cp-dCc5 ze&px<+3tg08I?-35xw_4O?En12SGh!keGjj!Jp%KH^V3XANHd2B5H^FD*7AN{~+lP zVL1On{@nMEQ9s+-gY%Ox@Q2zHaes*bm|d!{5J=EV=>b zCn)a+7G`1EF~{J3BH@`A2X3u>3-*ZXfADv4+tbuy;190np=W`b(ofO*>3F~LkwNcb z&);{zez5-|AFGWU%lbe&#^*<0w>;0-*Tm!3W9x6RZ!|>z&x-Xj!oVM#pS837$>R@o zGRl{avj1-u5(fW|^RagN9+|K*y#K+*ka1j|m7CPRnn(|a`vlm(^2Nzbi)toAJNgsC z;17`As?iH?f2el`e}efF!^g;9G0f^yRrZ5g?&OB^{Zox$WY@hW1GvAfnKjEwXlDif z75PON{X5kEx=)*8US5pn^FJTgX+zFE1&}w6 z_oCxP*+~0+a*t?zFXe+feOXlw{sjHaOOr(_K3!1a_W5$8s@A^WPr;wtiup|#{0r_! z2}3?UtbIH12k+0b=Y2?@2!nl~KVX>c=U&c{+oUfS&DZ;K`=Z}}qI992Z;az3Ry@q; zMGX3Y`oj9N^Nd$LCQJ$2lEU9VdDZ{H!Hz|nK);Zmuf`-GNBC5J}-kx7h*FzZm<-eHKt64j{&-V6J+c&4hxv<|ydf$0mxw|}Z zE$AcC`|eJkB>!G#;rr{z|M%{Z5_?99{vQ?TuU9BjfA>@a^aJ(3zRM)fL7|`ddh1p1 z9Igo63i$)di{WINuimuhmie2^;5-%Qs}HbVyk27=)HjfR!q86RV>{R*=5O^oWTSUU zCc^%(pIE+xLH~%p3yHxc7aO3Sh5FR6xWQRItrzeM{Sjfv&rrV^X6KU)Yc}2qyHX7H zi1anAdo7t?`%9M9Hwc6O!u7HCayB3K=lOV}EZoeWCt{x&Af&*W_zm=m7FVc{a9acRx6FA?#04f11LM znD5^88|t&To~DhC3hy?V^Y2Fz=K9+dfAF%eR3;zq!_J>`wQq;OegNlZ*pT?gF#Ddw zho8TVMlP8I`3Krhb3cvkw>>sP{Tcl+Vc6f`c!YU9gJBjAo3{*X?6-V0x0jE--u&Et zHwEkk$4P1%HY35(fQ1eiK&Q&*ndvr{cYK5!B;QzdjOX-ydu-3|pjjZ86l3alRI#H>L%C zZk+!ut7fJ(RP6`-MtdO4{Xt9i$R)DlxAT06Fz5ryn=s_pXuqu*t=%0=9KnC$e63Rh zo^={3I!`D3cXG_ITqB5Yh(B4z9=fGm!0UH}VgHHx^J!k`wvt`CT)zqPeD>4M^O}W! zU-9=#KBYft@I9&m`h@#G!Vu4pKdhbcAfDoUpN(QBCy(=xVE4N|kNU9p zNzyIIcc^{A28;jW>bm1{{=T^O&Mcv*L`r0(VUv-lL{_0xlu%Y=mX#Te=gG<_n-mRM zW$(So-a9K>e(#=h?)~z6{(Haf=X3A5XWw)0=RPmje^EQm{gv7mJuj%+8TA0l@4i%X z9%S8nk=!r)QeaZwtM^UxPyG6t_M&UE6}^#9k$f2=zL5TYJ+kur-dE+{?-75#HQ68W z$j1!xbx`RSW5h#xU*K{7K9Bun(wA?}zcfAj*-QC z-q}pUb$x5Y-*Wo{i&*!}CG!5YZ-nvuKke9$BK~}z{iJ@C;!|iR|M-2=yaUxPmH)pp z?eG1F^RI1sswwn?HJ=W&N44oR7f#e+4POo_<)n-*O}R>rU?zhJT=Z=(l=9(^r-xMK_7abFybezFSs4`0Ggk`qMpnc_C@^o?fk*t|4kQJ zpZ)zQ?_Qgb--svlJu73}2TS>1nZ&bBp|+v<_s!#G2>vM4hwM$VKQRFESLwS#eO%w1 zSEKf-Y4CU&7QGC!ruT(@Q#)hi6Ds{y2+Zqog~p=ikEZ;5i~Uel{E?XRMTO?%ryBwm zTY)~+d=;AeOY$3NYm54~z_4d(*RuARw%8?3_*;d*T<=t9t+Nbs>KBIfDbXV^f6pY^ zwY+&gS|zim9)0r&(tou zJg#T?|81)F=M*~b$A>Aczu-I;@keL2_6fzGHtM`zs?b^g>f@8k4KQDoycIe-f+}R6 z%o6@ZV3B_)bdEjOt2J;1#v5O5PXa@KhyRT+Usb#o?U1MHdpn8w|84~q=Zyu%{aHk> zZlBg$x}8mczR~;y=Ks%C=;lnyS-ZXbem8!eF#P2|Sm>`pH?Os0?Q`{T9znIg0K6&D zw1&K|UZMLgc-hS44X_WQUvJKrm*ydM;1Bi381_&4u3zbK=cq4*$QKxgwFrxuxdB*Z zPYQj)7@y>CU}PSA&#nCb$yNSXVc=A+VOeIlP6*`}3WMH;QB_ML#rY70!B6WWD}5Rx z|5w#Z6oy8Vex7W04E|e{Zwm~6sfyaxR zFwC9%ROj7QasEkRcp%LD@p}j8lPdpL7=9USrE_7f_D}B5DCC-!_x>=+AI4Zu5Q{|Tm#_%ty{6Jv*e>K@Bx9ikn{~+E!&HSm-yxG0Yhs*0t#IGtx+*%u{ zML>QuepP4l8_5Cl#D2blG4z@GXDsT$imFEje`-E%D*P|$OV!f+oo)xFp?~VnL_KxD z?zIw%`z85RpRDa~ee{@!X9}~Vrx(7j43qk1w*GK@Y(F*F7wL=H;oJ3m@{d7Y zG+(p3JMOOby@~U_#1F=xpYglVeIIYjNB%xo#Sb&Ws3)uP8->7E==&~#q0dA=x661? zbE=wy$yY7JKcc^8Qc??3zxUFg)Xea?QC1-t@+5t%c_MB9!xd*Bf5Nri+qw%J?1ZVv*ITRj!x;UO|7DEzJ^3H;Jnt7O>Nr&$ zsWzpK$X^t7Tz!XjH`tE#Aob4}^P&0G`LgcDoN<>SZ{jaw@aNxl&es)|Hplx^Qs0g9 zR>TiWyTDtz3x?x;imw9mexJhf$b_5CuUbiZEl;-FJ3{9(=0p0x82*IDv;3pDH6th+ z{3Uv{^@^;(`5X&x}WLd7XK3Tko*`U9#g&`Fz*K|7-PLp^jp1n zbmx$F0^&LG$J+U* zQEyk&4XnI$b=oa_uSNd7?yCf&wcgvLzpVQsC~bA~!C2o=e>S!Cto8O*!+oGMKbvma zF2)bb^H0_Onu0OxjpQvb*Ly@e{;iqcAJyADy+#7+ZN%Stft#0V#Z*LnkJ{_aTz2Vw z`xrU@ddj8Cs@*F?zDoKkFn>>>sPC-rnPndWc@aMu<31MRUw!W^2g^gc(jV0y@I*7S z|4XUw^^YX{x;Jqo;uG=L*2L6)!N>Cau&zqK8N*(vKgJl3ar5M4?cJHs2bzzqtKU3> zpI&&M+m8>5^6g>?{*e4_2_wIv`PyDPq3v6JH2UN5Z}w}Vk=OKZoEi6H*nj>1TwA55 z)g917^KCG`Vs58yW8qKe{RUH?yT4XOK>j2T##j%LJR8h3QTD8qg?xjax2xPd+WW4% zHm^q&b`6s=((T5fp3m(LS?}%!jzx4Je`H5k=F@gz?{(_x)&M=+zQ})_fmiwe4O0GN zM;OnOzA=VAQaoWS)>8_*tGB*%ZIO@sm-uJj|LUS^4a)CtC;kb{|Iejp=rry@iu(iT zFY&)&R8-5hZN8zNP471>Y16d#1{bswb{IChy^UQv~bXXGCl<2(h8 z*QifR^CP)Gq(5pj$~Ak}JU40YjgIvlR$@F!oaa(BI+;<^?M$+|;BTW}4cdR1qh~aq z`Pq2+-W%>m`$E1X|HfsRk3L^5gT4^I8H1nywBvg$!j7|-cMAM?4fd(3XDb|)OLx?> zIf?Ue#7}|we7IC7{^iT9R zHB*mqOt(P1CjZMA@q@-^jP(Td-}Hs~UhA3G$e#%}(;9UCwCw?L->;%s+leQt?rN-2 zg~t=vRA9ez!P|T2Kwo`T{-7CQ*l(AAaPJDX|KJ{Uo?gMvW4@MuwL{) zF!Yi5%kAQPifEVo=62NQnBVCKx`pYwL4IVP%{H#HjxijB^IIg}=9WdX0zA)Szk=q| z+|TjGs+6PB|21E>ciZpNkH8<&cgEl+*(+nLw@CjPBY*oB$1^|0`zfqXjAec!+RqC5 zczmu;DOwm84meY*Jl~@Ev~byMJW|sU^&HAC8S7{Bd|HIfDBhIS9P|=B0*mn(gFnO% zfrCWq!H|k^uuXJX~yY>TY*VFP8Y2*jT?Uv=P?v5>x{c( zvnE-_Bj+w}(hclqf`01HdGx}KTgPvMd}(~f(jN$%%kjf`Zcsqlg7-52cHXM#ydmYB znt^C9usSt!&S%Jrf`3J^W-w=NoqrOe^XN>(eqK~nt7b;x7O?x$9 zTY0`t&%2sbe>}=t9hm5M?YMBo{NEd8J;(J#`1h*So}->c`s{k4L+|!C@(k|r`)+o} z#_!v_0`@}my5(J6W_)-Q{{MmKb35c{pAgqm|0DPB_GDn=9+QqDf3R2CGh_JE27hDl zm-LI|Res?gBrF|E=A3t{$xz zIMjcMzBW6f&vlN-Lw~eBZ?oIm%f+lM>Y3YA{9z35s5+0KV65JY?#mGv^pn1d_kCG^ z1m^#PSF~+se*Z(%8Pp#r9<@z*Fg3Srl7=bM({52p$wO*f z#P$q)Fbn&WL|-TSdc^~mdSm@g&v!~MHp!o|5b`1YWDNOIySrJJ1B;*S(p<#r2Y1Ji zextMdBi|wYWGwZ^ee`yR)@PPseL&;6?|3%tkFzH1kLq=u+a0ub+xSJ+b2|6y_b7Bu zd3}(^>pb;GFTba6u^wO?pMTxfx%|E;ns4Vfsa{WZm*9IG((f)Esyfu%whaE1_{kXd zK<^7I;(eFy1$J7C3Z;MRGT`E)vWx*(PmsQL`J7?+V0V%DK2y=vDO2O!rv2bA<c8KYiB`GmmtxPOnRqn=+KY~XK5J^~B< z@wj<#wEfw-dW3p=gjFFH1gW!J6ccoAdGgJA7kVnG`}9X?T^K@UWNT&e*eLW)64Yx$n|s29k(~fUu&pW zlb`o$b>7z|W0PhaKkwD^u1@;U^7D}NK4aJmjVIc3#ryQUI8UVTN}kcl{aG`tw}>9E zjm0l#+pU!T)_cUP3LnojmGR2^{Nh5d9_9D1(0ZP+%=f$>CC@k255fGYKOgIh4)<2h zL_8(>7)yWT<9?)ngw<4h4?^+6C;4=X-A?8Ah0%IY;LmJNJ{u+~QX_-lf62ZXgI?;t zm)Tg;oT2lvAI`Yp(dJV!)?hrw5v@+PyxtM@C8`TErf9@0Kr>`yBg zL*K}s`35LYjOjiJ{+#hf3$K!|J1{=!k1t{POY#T4&+c1fOui-kNpE}ar*?yT0TX|E zm)1?VSLZX%*HgWTG3pIuUwvB5f1sb(0P&9US;knOsLneo7~}jb@vo0>!HD)r>GLW|DPoBYUVGu%X%ea_)qTt z*sP5n*`KhUA$#q6W_9Ih-dA8>#LvEEeXg&1@g4gQt}6e<81l6G8-qU5AMreYPoNN3 z)C>CccNpS%yEfu~Bh~u?NAUh#KmViOyu5FKpVS{?_zTh(#;`BSNBd2g^g2IG9rRK? zmofYq$)n%9$GeCB`G9yw{AP^v;xym>O>Xw@_bX4_@1^LU9b=KHJ_i1R=06~!pUH}C z<@ckLJq&DESi9b(CeVM1UyQNeOXG=lbLOwW_y5IG{{}|a{8`keF78w0_g75KD;YK) z?WF(y6^>18cFS0I3+tP}%h{g%^{-`Z{qsobyT9S%(?+J{^*FMB|4os{t~@OFFC=gO z8$q{lpAht&_z^Jo+0H}r?PUET;MliJzeF9GFAnOTx_Q+$3-NugV$i@%g%@?o&yx^; z1|^wvwHuQr*U!;$WWq!^W z_C@pt&J4GhR=xcHY>B^&WxQex|HRKH1s*>-p?rQcpTNskUOI(qgCC5a9?)Leawh5r z9aQ=p$e91nP{A1a3E3}Wt~h5%h9{=ff@$sQ(bZhFUCZ>EEVU$Ig zW9U2i1IDs`5HhOsqI*NW<9r{{8!~lE>aw!BU?z9m-Vb$da_{Vk$5Q^Goo95f=@Sdg?LHND#A<($`W|}n)`nS=LUk62_P0l0`v3Xw zyvH!j2{XGjYm51k{tatAIAlTUa+yC3^SSD{q*M8R6Y*=(;kGez=Id$;{RvYv46Xa6qh?K> zU)VDHnX|3tqkkGd?7s5p)Y~r5AF^+O#rj-eQO^~a&wnezYwOL;{^l(8ExbqSyyHW^ zN_mAxG`e=_yAAvc(Hp+k|8vHescK%RaO0<7jPZy5gL~2UPof?1o${OT1JxGqThvbS zV?^JaT1R)z*X_^xG9tHVeDw31h^Hjah_v`dSI!>7`iAk{44Va$r(pd~`S{3!U)awy({oDiP`kFEF1=5GnC!bs}>g|pCKjV8rHCw*;f&V`u{f}(eE-pQ~6!D(M z6Ih&oVJyxgD@42SmyrQEmF@=rR^#s#6_K+iDjGkGfd3+SM{avp=Vpf<6@H5GPK`Ml zY+|Lmjp>Q9Xi|A$dtI52MY&!~oA%HL_CW7Pg*5bZSbI(8uTfzy9wl}k1O5>GQ7cxv zAE{s?>+OtTU;I9`%X}y*C%n~1$2{qe7(-u)KLU&OZ`7rxjjCLj0DngI6ZQIKP3tz- zL2px)J_$UY<;fWIkiTLK{xZGv{(tmve|$bxA>J43i7`swCOR*!pk7AtL*U-*4+O5j z`omb@QkVW6Y0x&7{9!EbDoq{Wa4cZ5)=o`e!=MThaWZYZtxo zh|Dp5%i~AyTfM(e;X33Oluu6Vm%49dMR^~iVq)4u*QCZ{v0fp186#fv^XsyUUw*EE z`)`Q8iG{!FH*(67{(Iu@GZv4uPCOBIfJJ1EY2HkjD8J$75nssPF-HFW z55{>OnxA;S0qe8Cd|#7d@~0ygt8OZj^a;%0`zfZ}t78{Yxhdik>C@DTjqk+mJ|yGy z)S5**BHvmAlm1NI=N4%loD6-S{D(2V52X1|-T$+~;7D(&&r^#{zAt{}C;2Q+Ca#rOA$>6MM6^&440{`CBG zhiwzyKYWDzoAGq>6$^7ZV|=1_`sJ>(G=@}0zD?~j%wHbRuGAR&!6e@qd0+3hANCmE zH*x#jl#*lBLoi>m=h!P(0=>K1puS7(v7hIA*3BO;<6~Ue`08D1Wovfl`OoxQwxjp# zFVerx^q*sw`Dqr$C;rSVoOtlS=w@171pd`FW5(5r$Onj?Sr(%QH$1XS`rBEtPaEv4 zQ6Kt8@6Y;EX1;#q8Ju4u{bLM$p!Jl%L;rnVoTpdJu2fvb?|XaHH)y=s4K08CoRJNF zQU8o}-w5ohpHS*jt=d(ki+^5Xt4J1)JY`2hOQ=hZ)NtgKQzfiBipUTB+P(PscnZP0*E!dZaDuz{ALXOCVOWL{UG`lYbWlz>-s_N zKP+B2u$#Jp6Z)t21ha;Zh9|oj7c;*S>Q=Kk+TjQMH`zx*OV5#e-x@+*)+&F`81f;0 ziS|YR_qpbhazsKcVrK+BB^+bna~E zEA_v0y>ZF{*B$@i^R?{Wx3@>VnBvLO2j`zwOgBdUME){yUKKZ+k!|5m$=;JHHJ-4i zTDbHNNfX+-D3)3we ziTY1IsFjyGLO6jS*ey{gW@Q3t)v6PQ!7y6o#-#6&oy&14q;*Vme_L!@AIoPkD z@f2qgD?fD8#r%msO106p)z1FX4rF;LyOzy3_I@1rNB&Bgd3bpJE~Uta=zZlSr^Qwu zXQ}(r|I;Xx?>@X-dA}FpaRZe+8N*-K`y0#s6mEw;aDV*1kf-umU_9zC_34l=8e2SMe!0x8$Mc^zZo>ake!48&$R?nB zC9Lo1`DLrqzO|{i2mO)$GnV-?W6Y1Azu@3+lG6qLjJ^+8Mi}v*=vnq>#MKH{UFG~3 zWBo<)SkY+0g+QxAuqVnF8RP#Hsei_DziY+prKz>6mj7QCzn@mad{5GF%=aG*{UiNZ zX>z+pbcL>1KTtlx82U&3Gsbx-@@L}t@tjYu^e9Vn(=ETRoZEXR+)K2p0)1gT+p~G) zQ4h(pRdNt9TcJ=7q_pyG+KMAik zcyrF#`Uv<*{jCn#Ib-9TeB?XCPsXq}l8&1aojwp-hyb-^!^2V?My{Dr{6zpiW3&GvRHKg3_6Z=I+4 z>p?CllHcnJyB3tTYy*4b{uzt&UgMGrG8)K47Q?dnbR9(JeIJYUDMn?`Zst9j@NlmQS&t%z<;85Q`+wxNAG)KK8`AX$r$#`?K`xpPHndt^ih7a+4T92r^&Oy-$2##0^3xu z{Tt(X>woZSu0Qef;1}hC0&ivgWGwTA&2<}vYqr<{dWj#K4{f;D%KQoVLH5QN>r0|{ zi^if=-rd(Cp4C^4&lvsDc>~6%Z;}7p5|x>5+H@4`f%@C()j7QT`dEC=PW=hY-%BgD z{%IZd{P%a*FWJww$O>n5HJp$yk~|qpf3oe&l%>~J7a+f+{#zQ62rz|48{x7GdObM1OW-PsjMcRq$tocN))Y7H z)YICI-wyutQT5Ll{2_m`GumcV{pdWbm-ziDUDmH0o+j(rJG0Ev-JU67|HKc*ppWFi z82Kr`PtQYNNxr)pc8}Bx9)|sU%1;=>-;?|V7W>A!mmus2) zH0OvO&VP{ozB0fR{3QL)EtnPX)@CB+NBYND#@E~@nz=iDau6Sh-aM^ktM|@) z0Q)5Vy=BRP+ zW1PPsePN9KRvMqNJm0uy!j8_XKe$7_wyf{$-#WKuK|oX3JH@~Kmpk9zQtdSK zmHKCl^*_yj|EnKO3>_oj@5x>nBfe7pa3C_K?956>QA9b(!~B% z?w~&Dsp5~o<9L5wV6p#NXy$nIT#d$fn({4y#rlUa`X~Ad=cb(ST3841g6J=dfA3TB z?g;W5qNgyiz{T`v`Tq~{^UKv08_%gjKZt*YgrOh&e9?=0=VOMWe{Mhh)av(fCz+oV z5|;YOSgyy5YT55TU$6uGp!FecCL9A5r^(nQape6w@Y zzdsQ787U4A2szZd<^{Q4Iuc#e=~MkP;6L?uRHwaTmEB7CCyHMJ?_mGISgs!!OaFG% zVadW4mv4bS(vPFlJrdelcE$V~sq~vM?2qi5v8=Zq)4Mh1oceaqL;i{}_N$10$6V{K zJw0?9^s}L=KgJl(=5LJrfcC$+9r+~jL%c8Y8OHK_kLXX-_eHz-zWkW)p!rWMD@*-6 zHmObNjL+r%jpoZ3=T%9bj8V^E`ssP-6Y=}lQ==C*G8C9^1kq0z{gJ+MJJ!n-KgILn z`$ERD-X_|G{xF6;kUk#!?Wmhrr~H0RqUZRkZ)Xg)b%DHzo)f2BDr;VR1OHF*KUs4{ z$-^p}#Q(J`PCoHj5VC%Y++R5P#_j3j+)$Z6pX&JN+_bL7XeWLM%=gzTP7Un)aq(y; zng5(BGRXXqKT+mSrw3mh-#w&-%)c4qdjjI;>5&n4lJkvG4`Nj&z)8HCtN#Kg!&NigE8!ZEp~ zo;!M*zMtkIt~UuB$MQMXt7T91zBYKD^n)?xNBQNs$j=8>U%4#z+s^H*8-Jk23FHGL z-*ZRTd~MKl0PKhOcka{1tlW|x&`09e`GaA(7l)SLUqSmesA4(uTBTVhc+sHFqZZz+C{#= z81_r!U)Fk?UK;cT`5w`G*-FtMEMtwh-&S$?TJ2+j#jhYQI zOwTihKd1f~!~YY$p)q#F@79sf2cq}JkdbC*^vl;L#2?1+Pye(dA7mWgZ1QN!t}_1L zxZ+b&YhWksBg~JRqmJJ${G2K7_fp)9zI|#$U(qc1kOw_~tNOaUV-br%AB}&@E~wp&YKi~h;3fTx>y$#?+#aKB(8;3{ z&a05Wxy4xQmkKQQBX1={7~iQqANPfJQ1SoPv*(5f1M<*6=_h0Gljymve#PwPo>s^o zN&dHU;}`lwG{pW8@%MJwh9aED#(ZgffknNkxMGit7t0r+KeAte#r{IEU(Z@ApZQC9 zGKM{nzZ5uKyid=go=yBK-g@rGZR=CIcbUH8{WA_&mhFT7k^L55iFkQ--c`x(;tx9- z9ctMV@}l_&EY??d>YMpktep)1Mf|0OPo3A0M^y{qOj6~7s4n5&2XgR7}U|BbaX)c$EleSgc}?VyLw z(}@0*?9UjZ{z39&jQR-iU$l$$gJ?J7`HA*R|6;^DlK0)K$v-YxKEwCagzve;pPi+q z3I9m^xfgkG}KN8q2zGF+w}Z3w-$$-~*#rmeN#k9turRsW1-{CN0P{Z7tj4Y@ve49 zn!G+^Ec2~LD}@B*r?~ap!tms3`UEx!(Q}_gfA_J(v1_KB1-8gIpK@R1 z5xvi^Hu^QHstL|tkpFv89KPKyW|fR@FYa&I*<@iL=1cUvc$Zw-^6qVMU#EgG&JR%g z%RzI7K0Npx`c3-wGPJnaj6?5be)BTXzceDcE&K^TpO&JS`|%g_o9KDfDYe6E=k?+~ zPQ|N1hx%`LQ64{u{#R4Sy*VDdUgmSJu7Aq@b~91x>+5Ltuf6uJnzwqH@d$i@hM$75;cNB8zcIcKAM-cH`7g@%#Pj_BG~#{aqeMTq!`^xP zcjhC%6`a6)Dc^Zb7~dC>e_#yz<^HK1@q_9gqFvly#aPxO-gIs_%4(-6@^>2VP1LLS z9QVpi1ZkU!FRAKuRL_=*2l5#QH+ zth4&=lRJUXPvXzV)$NXy&2q;4iQgZ8kFme;pq*_0)aB6K>4B%j|7j>bjT&(IeAaW= zGri9k@~8Jd?Y_NyMxQvD&waYMX5-+F0r3Ca{`;2VVM2A8kA5CAaM|Kb#+tV|U-(?O zO6~loiSm1?QjhCd$rg=}ztMb34|Of_YBLi1ZzZ!`a|+zEb9vb-{<*!IkT(t z%D5l+UXk?g>q1>8;U>QBhSw}Uu!G;Kgr|!xCOJ5?pw<9R^M;WU4P*I8|lA)cvwBS zUF!w-N&Np2ygIi+?@8#7^!-QF?$?V4m*4kOU&TMhkT}J6~u&%>0hb2maU>TI9By z4|^g1_{Zh&RJ{+$*xw|5VXP(O#aK6t?dOlXYu6Etc7uP!|35?Ww;A0JL4APq{ZF#@ z*pELhV*N+-|H-&_}haXgL!7spP4wQ2q6? zSMS=2d|6r%J4ks{tGwe)Pt4y`eTJ*xIU z1P1*o`&MfEZr$8r!X4ZvN&RUL`8`g(`vHv4II?hE>ErPt|5IuchJPjcwEwhJ3*FTZ z{8s6&Qb%u8;~p&wppPp1Q0iDLIDKnUG44mC@pQ8GnLT%#Eb?Qe?%3(Y=fBkgziB+( z{k^Q_4k*>*^RY@jHQhX4+w*8w`B$Z0VYNTGmnz}^(pB|+fzeL-!tGdJ{DW~nB+)0{ zZ$S1S-iJR@*@wW!{QtlL8}fZ-0*m#XQontpD@nKgMZHF;-*rRUmp2EX4=Q_7>U*}E zzhEJ?%N{f%HxP;RNmL$PxQIijMdmo7)LvJR0A~ zzNk*$kES9YQyOKxxHjih`TuWI|3*6_)>?XgLA@tQWzUQeUqk=K@E6?w+lTq9?yp9@ zhWjTh)>BI3lU+6+KBo_VMEx6|`_OHTMN_O7>3QR4VOEigIKQE+WSZg8bE%d%KcKAC;Z~O{hwaEG$X`^N^0cMRhW^NhZB_I##{B+i z7x|Eq+c6)~55|bEG(Yh^`%7h|*d;G(#Mq;M(pSc?2co~y6L<4Zw*Jru(#Oh^Ew2r# zoQ(Z`vKN8Jv%e8Ig6)Sf{0a3}dDn2i6IZKYe(hEBVJy~n$||~EcY6Gc!u|!(Tcy5U z`?G(__upvzD)uoJDH~=3b30+!H}Stp+g24Ot$l>}MB`O8TJGv;=L`8!dsUy#$W0J6c#L7(@F+S;+$*JeZ*F}!T`EcTwX(jWyZ{Nm<`m@rs#_<`$&jpM1x6-tJ zyj2gg(Xb!YdRF4s9KTFstn^Pk?GAtGrIHt8*k8B5G1j}P{ST#RkD&YVBpy%oJ%MrG z4CyaFkN89MGsb==@rN<^P5Nv)0M7!_5?~DI0P?}A8QEkq<7}%GkioXJn z=lIQ7>Z8DXzopV_*{JGPI}PDah<|1$C*HPA-v|1c-Yd`2>{B-&zw1l=GZy)T8DWh+ zl&>kxN|v6iv!@O8llaS6tZ$VyG+L$XGR^>hslA5nq_GQ@XrVqv@?{KqiT?r%e=jhv z50o{!&agN?$O->HO8HTZu(d7Eqm{KpxrU?jp6@jJ~gciZYpeh;Cnb4zh+d- zk&5$eArJCrHIFV(^l+UB`&QL2l#HS8j8ApnU6j-lxVefSH3`FCH2E9Lc+2hLe2kK@ zs0Rv+`I7&sH8^%e-H>I{U)9>$I`((l7UH~;vR3|(zFJ3@i~SH~tt-9`&8BTb{B&21 z&lvuZ^k1~|c}S&sl;$M&X)j=pG+)NZFNr^lVZRiQ#q+%1qBKw46Vg0jJNDN|zby<8 z%sf8272+fD(_&b5MB^u}us3?&BC9avXB!v9Gs3kE8iXzgaX|f#@=JjQy|qVmy}Q|M z8T5zfV+{KtePE1wJNGwZ!@idlYe2uqUTP~R_HVtUDbC9<-rlRy`Y{Q}C#+TcsZAK? zgZ^n3|F@&$cA1}u=Tn(KjHUc)7d^c67#a>_a*t(F1hw$LhgLM>&&k@ zJ^!c`B%H;02C{#F`TixPz`dCtjA4(&4}tl9P^D#(v0t|b+ffgvcB^4S{n9e65Z}qZ zttPkWH>)5>=GRv5W^FC2)fN0D`(cdyn&d0+6{g?1PWRlIQ8#6NWj!#<<6PJK$bTvS zW(<9%@fbrMG=J-$;kV)}a%H|?JuGxy$=7mB_GLZ1$?42y)A9eBlrLCEH6E1evPb$a z>lNLTb*q(sKS=s!oiWNK)FlZ1m*TO&BHmf=DY%t2=!y7#Luvgr>*55%v&c_KzZk>5 zh`zdsO%7HYZ3+7)dthw%TeLr4v14OlC!B{Q{i#bB{Q3u@eopV(=!}13yZR0I!?@Lt zZjKW#i~Vb*&8gT*Q*1AZ?~{}^H?JRP(0?%OpY*3*#V=DmEXw~shWf8JWYq-6bzb88 z0cE}98@sk_h{SyXBrnFW2by2K`}IegOsfw5()jhAMzxHY-wygs^Q|9wwaWb4(WuWe zj{Z<_r^kCy4^h@<+>7O7+dTPDz~TOqKeisu4-X&Njr@uFXDt1_ZTBN<3;b49h~xfk z=jfViUQ30rX*}Ecrw01Jc?x}|e1|dSOa6heI1i$15Z1nZnBI8t{i3qL*fmczLTwTM zUaIU{;PDl9|Bd0VTm6H>*&p!p@PDfF$f7@~zYPvoXt>Vqsmw?1)Z#9mHP|iVqn%0Q z`~G)Uz#eG+_F)&^8V{-g{*wMOM*rlG?W3w*Nk8=+{Nd*(8#kM;9)tgzQtclp?FmC( zPAYmCYlTq#PPAkHl=Pk3q2FW=;`t$>|3CgcDlP3N?$1#+^mz9+x_=XlN8>jP@B21= zX}P~8`)`=|;f2}A&&UsnUI#={*N;;nZ}KM&=FP(HdbX7Eb+B!aP}h4c@+Z<)2ZwK) z&8x;DK9T$!9Jd;tO5ct5N!|_-ztbi^YK{4Ef7#P2`c5hLe?*VN-iUS6*2F;m&Z_w{ zhQ6!5?^ZGfy<`uKB0f)P{<|OaiTZ04y=}s?TjTM46^++uhIO~P#q&`QB!46@|NoS- zv5WdwlLH&@Ju|)Ec=DmcseRNTKcc7cyaLbbQ}g6{Pv9%!`6AchsR3i;d>TKwV>h=` z9@dY<564D*KQ{W*ANEB2Wi0CJN=LVnXLqJXgP%0MqavnOox3H77c{;)ql@=6lJ?%@e0oQRiu16ZBmW>UpHEUU zmibYWua6hnI!>4LG$K_A^#`;CNSTRtZb3jB>&x(Zix4>D*a&$`)lzxM*MF2H-^0J|HiOyl9%X@ z>($B@7uT&Q>i$yc=Bim7C(#av;aIET9itRrE84{WSO+BR-OU;C9)6 z%Yu|MKM$qI`b*2lJ#*^D-iAJr{yLlA_3%iz0{bR;Ia}BlpUG%zR3zH_AFVfQaj2{p zI1`4w(ep0WmL|gr5+HAqzf1j@)?xFuqh3SwyVw=J8XD6`+@Gs-`8cb|clG`7Kg2)A z$ge5C5bfL9zc9x6Tha%CMg7h->i+VuqK~qE#~Aq!jn5eJBl~fk*;O%edRxrDu8M!I zsqwFF`E-Xpar=fpL#A15me?)!;NV?d=gNA4Tl$QM)a#3|{w99A?aaySSfvv3AIk3p z9?bo^*LLFJJYu)Z^miJ{%En)Ai zr|P7Xa zT`_zk=I>FIZJu59^d3^hU^Mfi?Lnhv zvmbp$|D=EI)bO>6b9-?fUD>Wy?wdM4c8U8(mF-%-Pk7TQRn}A5wXgQoE4TdoFUhO@ z$5k`7V~ZC_79ux)-thIo>CK%^38OzIMnSIX+)IR*v7%txC1d?&-LXkL2HRkcnli zK?3Sai zMUX#mpJMs;imxl~e{5v!NYri_t;)nU|(K;W4V48?XNi>WQ_TcKWB{iMf~ll)*R}O@k`cMk5kdPjjErL{P(!?y<%E7d-yNXXU~8vySQO1bwxb$j7$zY za4Hb_4)Kezv?tF+mA!jx3Bvk?+IyrPv*}!CFXF4}`v4_l=nwISvG{)s{FjQ&F>kv* z@DKEU&st3zhG#y6e+ENmjP*6yZ%@MLkKZRO;}y57 z#j`)@nOd!7>Yq%^hx|*=!b&!3#>U$b<3& z#_<0%U&g5a@cZ;U{3FrlUFG1PR<(=8ebq|umg{tnuUHTLrvAM<)v2oXs{B4>#{RRL zSR6Vc>xt=|&^ep7ztO&Iz_t>Elv8e^5k0+ZHNWqjXCv*gSG$^PQ#&-3{O&a+u+X29?2CA_ppEP4KCVV+<&=TkNBn}Iel%v5dOqLWe<#DFI2B)41TH3Cn!a` z4cjYY=rj2n(JuB|eRp{+j$ASy{yLWWCk%U0oljBrZat)mQvsQ zc#T2`btUp0E3G2$cT2YqtWJ?aG+V?9aZGe$fidGxvGV_2!5we9t?|D$;L8`2lQ=;viWy&d)Ve5kVTO#hSLj6*>`_1{lpM2+NL+3;u7 zA7f3CZ!*^F%kt<~KhB_vp0~6I#&Ueda{b)z^22Av=4<78qrd*bOO|n=_`e>KZ~tCS zFWOZr|2~=gGh;ozZ%NsIbgP}ioXYQeBYo;W?dHN-N%swEGX4GU#EjK4w?uwU_Bgf^gXKUC+7l>&eKw_RV@Gq;0Y@+XYt z`~}{@@!S7nmp8}17$P1JJpw1Qyaisz;{_auJAZdT6Y!Vh6L9!dXE$4Q*f-G|aDRGn zmj<7~5Ax>%^Z7Ytz>^*g#!fTG`&U%@${6~R`8NjrL4RZP-}r9~e?#&R{qgxV(LdIM zH2*<*K>;}#zu*rjzA;Asl-~-R%kp82{TiANW7OwKUk5!h{qth%6|A3$UxTacbvcm| zhx~$ZNWs9jbJoGWY5c((KlUDTt-7wr?+2f3aIV{1Tga389}<6UiIepp+@DGLMPRE| z`?px>V1JqHkFoThfx+r}>y~#$zC`t@z);7VnH!zaAJG>WHp4QtnFjnNzfTzQC;jAh z&`0A3&RJxz`*{HJ74n~qW&RhqBw_0H#>KeLfSwOBTQ_XTw;FOi6*MLzp!U_HxSy8f z9W?$xKaK0FAYGb|z?XP@#xkA+9Upwxa7%9_lQe$N#fp19KMjPx;`g6Cnda->37G0F zL4+|sriZbp=MS}t%Ktqm5%xvxj3vKCyU34+c099aq<$O7lbrx-df+>P^! zl+Q7SKc;xg82Uu~Wh~_-u*lzsCWfa38vU0K4$ZcIkgfAv<`Y9Nh2D7c@j2{+^k?Y% z^LyGa-H-F#L|^c*JJEL^gd<-5gHf*}`3KKz-EH)d(c-+lGPv}FSHIiqq<;!Ax%#bI z@^j>0M1M%r_ftpvL$p#FyKtdw`L`9aK&+wWR8y|p$H{SiNh z&r^H;_45>&KQNZ@V)&WCb3QrGguKW zGKPK;zeGEKzoZOvi7XqEmn`KIHa_{q9bSM{%qyOHSaX8Gk-?hH#E!~uZ8osG+)Nz{zD~W?5`3( zM||tCwXn@0)IZ3+BWl{Uo$5Fr`(0%JjNyMt9-^K9-&Gm$cF*#mi;t@h;PnV&)GtY% z0xMV_Mm8E??9yu~_(S85jJ>;Ywa0YnKS#c6b?ft&j*y>H#Sg}iht1y@_f3(1<96_i z?1wSrOY<4^D5CPJz*6Kxqz?jbWP2W6rNm>ET|MOIB+t<%Hl5mjs)hXn;y+{1^G~}t zzp3PQS??U}7$5(#>;v+78ed?sUoEgW{}wqgH}=6(W7r492gWj=XN>%c_!SxL5&9YT zar5^H%E-Af%Z81vjP(hv-xQjQP>~QJta;M>`+F{s8G?RMw74zpAZ- zJ(9c`WB-)o7xhlN_rnd=u+I<`{~4pcIOK1P^>Ks0G4gHFKYkwl{ez{wa=Y9g5Lm1q z8AD&mpNw%dN&IQ31%06WZH)JQCUt ztS*w-fFrjOlemANEJ|N4E+bKCgNU_*0^nvE)beJlm4i zHdleWs`$wm>l3Q?iuM6KUi24>bT_*)JWu?XSb0X2)3{QpUjp}LeoyT9U9W{_H~2?> z-oN>t2lu=G_rCvkzo(~TVedrWq#=p5)e;}dd|=X&6}l5w7622!1m^E2l#}xFPOa%Z zNUrB573&0+H60E8q48qA=XGv7_b%*#)@PHA&e~PBOvUrPRP$vFd!zh{G4em6M?9a# z{fTx_PoG?UX1|oh<=?OJ^JWnNt36_&&outzws#t>&^wF$WYWLMor>l>OgO4jh5g~= zaP?C4!;1gj-x}Mn+0zc-7d<~^s%dw#E8f!oOqti;{ifr58BeDiS9nG&(1iYyznnhG z?Nn^yW7r3cKYgv)svF(cVZNkaj6ol*AExK5)Tuhx5BVKG|0=gAKE8^%)$dB4*Sp1xM`L_e|LB^vJZtr}XB;`9}p~0)l#cH^pp8B70cVXU@E7j0W z`5j~U5Arv$)k4M{Hu1puA(D6OtcVKE=X78njw*REhCW;VjZq&Y|0A9k=lR6*B41>T z_)h$d{jqfOu+_D|f3l~z>hpRuN-e?nMZ_=0QhymEzSDf-9KYIz22X^2Q#_by8hP`T z&jeuVZ)V#(*X-=a&~M`Rtct6aP1^Jn?ZmHH?ll6tsWA#f@ zFS`6b1Z&lN8DsrU>tV+FA|Da$;XFUaa(y)0Wmw#>9f6tySYPHWe1EZ{?JDG>6wd`t z=J)3;s>~N25j_+-Wp7=5CFJGBa4g4d1#204lGhh5xN90rS4^L_Ty#EyX zLHuM4|Md?B|Ng;}AM@-M^b7LWG5*2wnb);mY4Z=w5dTV5{AP@JQ1Um1K2W|Qp6|`{ zi|6_OmzDEod)%J%WGBWW|1fV~zau&G%I}jTdgfg{ZnY}i0sV11VdQ6|Kl85NUbwRR zb!kuY8w`!>75)_Qhu)v>UuoRN)YI^H(^T}$U#Z*v-n;Vqnz)^?f$#_OFD^J{bRtE{ zXa4VIy)MI)VoiO%4Nxu@_ z6dXS^rK09arfQ-9Qs@tXaOp-&WV z#q;8PAY;vCVm|!7u;-=Q?@aI8FADiA&3|cu&8|8x@-ctLCy(iDtLcvU61|Dt#ybzY zt|8@{7!**m#W8BzrnJ;NB|5&x1N^-5^D=%AEW^2BaNmzs0~KZxGsxF%nBRs3(iC%I%~oybO2 z5pPM~QYL5G9l6#I^o~^Vk1_0v;*Y>0ekpplNSK;77xJNasjL=pa_WMLk{?Rbl=?H5 zYQcWVpDG(>lqt-fBVN(`8H@ifRw_M$`VUz@1@fo(B(ShofyI6UW7s$8qw;Y-pM6%1 zK`-G{*UM{cAMTdJL%IZ-+9>v2g6Iy^&`

    AyR3iv@CEFd-&Yu#gX9_($T;>Kez)D}1S- zVZ!`bT_?Fs_nlE_r}eJD16V&8!=KQ68B2e@dd|+VpAtimZ&H59SWm3~MLXYLsuVba z?R#}XTF!x(<8uAO81}>CSl-elYKCj^IPL+7#NtdPuyRoWDNbG{?>H8(!1>0TB%=ahEK1v zN&BVFHTE}a=5@Y&;@WuRdvxBCF`g&?#~Av{#W#7r6J*8i4$g=vljQ+mefS8q4^?80$lB-*-4{>{V;Tf8y`DN|DMJyUXwI zVw}_bYGKKFIA8Kt>j>*avc0VP9cyE=p?p0-_L^?tIc{i_8Zf<|Znwt&#=`EVMOK%iA^ezvKO7s__}aA5%Uo+C{$482Ur~F@`@QelbQqMD%R>v1D1@ zk7bBw0n|TX_(M9c!R@do^2dzPAI(qTjcgx`H8aHc)F0&Y&v=kG;ms4a-#+=IFXCMz z)%c8IUo?M##red|&pXyg!?VS#e_PHjOf#9>67&=Qw^l6NzhG{N)mB2^i9UhF_Z*B-f1>$qy%<}g ze$Se?AA#{D_SAnd?49zv z%!b1rHtW37z=`8cX6T;bN56z%e}nWPbL~~v>ixH)UPAc*W7q@9XGitw&2;{($M@^R z&mHf#*q>{>5A@im<|puKexEVMr~U*M`Js6JCC`7yhxOUR4_?52Bh{M)7WGZWSZ~ny z+3-}Yr}`nDv{a4H81-e+|LmIfyC?YBAYUhcmpw4VGG^&+SU~%kQ4Z_|BbWrVc#Ub zoJC&MM$dl@e@Xh8b6;aZ)0DIF`4_&ljP`ltCbhCa~v1+6aDG23(&`b73! z;N|$IUB?DkPm=xZF&=uj%g^%ri%6ds%l!t?F7mlOW`heh4X!Trdr!}rJ@SoB;ZJEj zy(hL?~x^v+aJplB5XGS68LKdmYYO4h*=C?-ht1#_*q{e|!6Mny|y-2lBIc zdY&-oBYuf?kxwuNy)>V_Pdpyh%HE*vTOpa=|K|8-MXzS?PsG1{n%et5IGooP=fU>1 ziQeZ|7K8DK9>(a8=x2=asei`W{Qo7&eUTb&P0xLR*C6`#X zj*cf6-jeoJIBtaA)^6T7??wF=o~)JpHLv{tp(wvDJY#>o*L7Ri2gNhSh_}>#QH9pk zH$P56ydeE4Dw)0b?r{bBr}-RA?Q7rTmHfXK<-x7Tt0natDDCaw(=kh&3ln8LJoG=Z zzB?}G@BP2Mw7e6_ic-l;WRzW5p^T7S2q`3ml1)N(_bpi=D|;4^O@uN+Mr0)-k&*Fx zc3;;yAANuKf6vER*SXfY&UMb~+@=Yhu5)L~c$=||2hX+5=+b5QV8oL&-no~nD<_SQ zL;F4|c`*h(M8Cj+Y|o70pD2D2nBS+1JNF^lX=7F!?B_||=M6oa?3%oj>*4uY-WL`P z7%JD_^8uw@Yj^(wddWXAmiB%=^w}8Sp^G4Y;_vy0EZdPU`a!=LEAti{I(!=WebWE) zgysE~3kSWb)gQYG_CoYr)Czx`XB>t70L8x-jYsHjJyRF^A=0;t^JaA|7`zh{Seq4G~ ztB<|*R>+(5;ZkAanfIHVmHfQ){o2i`6MeuRqW`j!mi^J;4Un&NP|1@q_Vd&qV`*QE z5ubAVvR~&XpU?q+X}rsSFD?9esHu#PuiV_ZcyHTK*bCXimCv3d8h`W9c+B;$YPLTX zH>R{FCH)?eXKu#Z6r?KN_Dg z_(%GhF|#<&F=nsak7OLqSrzo5KH?ebFXP;|UR!thKwhN3jB($D+fzCGKh?kPIeo^a zW4$px>BsfhA!>ihKEPgR|Hc^piTKA@et&lTc$T@>%yD>Mfaql`-}|`HH*e*_#(IdS z$X*!Zz8Q^wW5>I#HPaK2-=g-J4kkw*7sbGSs65kgb!gd{JGk%0xL@nz1_6I@zkuk? z9FTcGd4Czsf9+NB7WfVGGjrgcU16bzq<_c^FpO?Q0t;_-IA*P5E|jQut7Kl4z_ zyx6Dxp)cG&Vdx9VFZ1K;q_7i}rGDIOxZ`qI(-QbAs(*9%Y@>|Kj*vh3bH;N0y*0$? zK-W%VW&VpX>eKkQMqTk+=3W=_ApN>E<5O08o8vNGxOI5t(Nh~Vq3=6X^JNTryZnox z|BnA+tPl17#n}JQ_i3ViP4*v*wc^=7FqZcbZe`UjJ>}mU_D%HOwps5GT9Kda@w z=;V6CuwS71*)HurjS2LY`gzA`>Zzg5$>1-Ie`n93{tNF-llpTf!}I2$?CDs~$loyr z{UonDKen&w7&8U-Me!?Re7{5fm@&@dNMA&KabI3wao!?u0n^JE^CSB1Zp?EV+q*p9 z!}#LIyCdC3X)Wdc@7@}kZ@lp%^po`G-pltB{LJ(aPtg4Dm1Nv%)iPPy?|s+3DVE!M zLqEuW=CswYnmOo|T%U4AL^NnHtR?h|&SMyZfAn6Fz~cS@W9SRXi!t=I0>=3p*>ld4 z{il)(f8l*GlGlUD0ar(Pm*Bn@kN!f{C{|;>wVpC$@0Frz{3AMJn5TLUC|!p-2T(t=b8WAG1$WS z*oTZ$xW7j=?w<^JUl;K$_0L#)1oQjR$ca5#_w6Isn@0hq?R!seAl^@ndo;gB^N!c% zLY{PAKi4p3&79X`VGrbQa})06FIb@k|3mtgThy;q@8ELSH_7vH{dS(y*7TM8oyTph zkM=)f{=f2J#w+K}PD6jx{&7TyR~wV8v0jsY2+aQ<9mg2{iR-6$p1j$02>Pe_J*gh0 zp0+Cl?_1FLjHSPMGGyxJea71i--&Yn4mJ-0pUC~mlgOBWCjCsc#rKs@{%AL^)SN}yx6@HAusYjjB&r2=y_IWM1s}r5V`+&<{C5MZL?^+HtVPIPmH0T6mR6Yy(o_U zIYiob-W2--uKOM$ej$6!iz)gQJ+ZOL0iIvp>0EE^v$e1uko@y*7hmdE^DXS%Ue!Ni z?4ND_#aNHX|8P0vP3xzqFXE%T!osIP4R*-)XBf-%_j%WLE&8=s0)I*Tem=bZcH82P zG9G#!6nyZYXJ^ch>_=d+{yjfGZkztVk>Dq{&zyDUZ0RzzCwV>pd@S+6^#7et3oQKQ zi=?WLCI*ILzg<@~zZd5`I;$ye;r>63m+$$eTEdXG=%3cJ{9)s--A(Y9>s|g-YpZP< z@3DU%{=IyCt;MPTrb_w0DzZAUxA#-%V7PDj1>3Dg$x-P^Y3w2ayv$M>H!-dm5Z-Rutr!C%w--`*M9!Mblg z_Algr1U|w26?i=_4S&5G`bhK?jJ)*ZMoNr~FADr0KFYUk1Wf*iG2&tBPn3)Imjo8) zy#>>EJoa;11b-OU3%G#+EFM6un|ZwVjoXej$QguqnA*She7&Rl<)(=L ziJtdIvlCUsRR2Rnhvqu1>I0L1`LL$(h%@)xvHz#>K3sc!+qXs_?1l0# zMU@S|Eswnid#3WD#eZUZ&Yq6-i0bvp0la_HBhf6Ed7`d7f4cz-48C#qTfTMqikzlrh0`XTD`d#!PdjYPgc)IY-f z67}ub-aoc;zy2jPT<0G1N8lT*9|FH(etoj5TzqL+XXKwLf5{l@AFXeUrGAV0W<36< zE&e&y-n*d>eKs)jIq9vehMu1Wg>7T%Fm|vgs zE-1H-k3&33?MqA+-!RKufcsR8-P4X7`tle1cj8CMdc9+j#s%09RK%V<-!J+HEV^Y6 z1wW|$7yo8eGQYh5CV%v0rh0<`pNB~M{i@a8=F_>cGC%XR=e5}*UtGd@DV?_pEb_}= z&$&(iurmegW0Xpt7{g!Fe7|Nt-1g#@qlpWTU%L3nvkcQZSTBj+r7<^dR>@om`pI7~ z)_ueLDUGjRFDGQT-v7mA%&*cN59S1aOMpI*yco;#DaLYsrF*J6=esYG_t8q#$%VK1b=W%tWE zj{4Rd<5T?081Em^dN0cRa{XUTy1HujEB~H`^o=p}lluEr8snlfqMnTReyayHJ{i*( z@q9}aeZSj|c8=})8SyX4^S6uBwU&#np+BU4C1e;|4OK5ppS=h`>KHw~#h zVZKXSl5T?`+cg1+n(B^wM0Jp&x?Ic3;O42@c(VZ{hj%KNkhvq zGXKX|=7auja{0aE*$DCdl|oIk(73wA3D}#89)UIP(R>6J<15rg{=Ku}X8Hf4sOGOw zo6z>ZZTGss|ET<{z>tSZ-vrh)BYrE?{#-OtbT0*c+@3J>fv`qw!>)DjF2i|{ik}LN z9R}0x?w<(xP=A_shyO%fRHD90KNXr?e(73Hj2H2lLTg%&MGL%Z=oN5(+S+Rj9oA08 z{%Tq|{}lrFQycs*#`@p*UyS>Es`XFQ*YGBPCou9qs{N0|Srk7BEaFRr_T=u7wHpLN zUxCq%?|i8 zZciBHDtlAtPDyufdg8NMU+nE^*Q&-uCC`Z2Q+`r{G|33IHhCVF%7egOC|HY7B zkAE@rtI59@`9Zr1_!;GY#Q4zndjFQ=K7>mDMLF!B=Ew9y9>gEU*xyx{FXXGTXVG5m zKt+u6AmX3k59iYqx{)8gWg9x8e{N40@~D7?zgFnJU4O&y-AR$pR_K1qcxs!cj(ApO z-wHkZ{p@J`lxQJ9VR&cr2h1lHZ9Ay=_dBS3cZyzwYGRxfqv6`^rO1% zS~=ty`m<8;hcW!8YJFB1qy!zRxpX1qP5l|_SJN0?ascrMW5cf9Oy;6_`>pUREaA3e9KZd>?YvPZ^Z{Zuf<`at|O z+BbIct{$Dl`@9OH7w2AfYcW&!TZQq-KcP{h58}Nu>fhwjram3)TY^7bRr6&m?(Zv1 z@;2_x99kFlP5cy?&s!Cy#+sg&vu1!_s{NI~_@0aAV;UE@=T3w<%85SH4fnlXcdIA% zGm6UAzr)>&+TeXl(no$(g0-$q5Rz@c29G5Ept zlVjf+t1mM}xJ%sDTGx^9C4QRqO=&bv^9bG}rgFw&f1)rO^t52kuu9NRl0Rd} zhx%tM_WKI6=tlK7wk-dDAhH*;V}33Co1He=uRcIUFJtt-v;yA5`o`tR_o(jAD+JzC z5sP?Llw*EO4~+-?AbE-LIbW+VD?T$WZSeuLC;3-NGj+?ZwqDAkO3|s~qpi;(-$?$z zyyLFwYHyljJ`O5+8N+{(e_#y$(D9k9eHMx2%=b$+TLT zi02fH5g$=~OWPd{0^0S_7yiPs|F;XeYkFXDCVdr{<9UUp-`Q!Clj0yx?tk2Eovbg9 zbolRHNHQisOeG5LYb2c ze?j_CbJXs$S`$1l9@Ve;HqFxVpc&rB;Bv-8Ii9HX-=D#)=k>&XhstZ^k6aaXz5(L5 z)+&B7hW@GYB??iV!}DPb{#0m>_=)%>%K5z)MQx+%_GfIWV18g3;*;8S1`O;pBpUl~ z#x{ZN3-lktUWlKy31j`C{srdurxmrQ%rbVh&Xnt6ZRL_7EleCi5AnNBuW#P>wYur> z|LG~}{H|v*$@Hz1ua%DZwG*C=q5m`wWb5TYM0u&GU(zuwmR{9b~hp4}nisPIO} z@6dSl_FaDAF*_3Utyl4fG5RC_Datt?tgzPKpVz{{3-3End+SD(ox2Wd+Rdrz*HU@>j%9(VpL%7v=D;q;Fz8{{IV64twSK5k1HUSD;Vw zliODcV0*BsvLY;G>J#{1YR_2uGaIX)qlbl-zsFANtIc^&^Q)ceLO)2K1oji{@2>be zbn-~}JJo#}g$-eG|4CrPi{yVqxro2&SIr!3e`KB5k1Far<=k%wZ1l|J$JAKV!tN#7}|wJ!pmPsSjyw zn?=Fii66F4_U|+w(m>}K%THjw|Dv#S(wWokR1E&Vm+CW?_QV+ZRI+Egt`S?ZPgqL- zWjEa=Yl_Aye7{HYu{-f%%Hi2Q;6M3m##m2O`$>f;7x9n4Lf`Ehn8%mcnalXhen8G4 z!-YPGuSgz@<^1e7PDo!79E0_MLiuRd*lr!D*~?f)8`cvq#wY9jKRI#2C^fxsM3F&1}X0V<8 zN7FXmu8U@GL%c}qwZMEoL($YH^~~$JDG;^KW*-IpN;* z+0YlFhcWb*#&33YPuq=^-XY({<=2<^cCA(o`bYe9v|h2Uok=t4{~Tv7nma|eF62+` z9rwK1ZZ|F;@}>PhV{so^;rRMSzOi?8&Ba{5d8^e4eJ#}`{mpki8Dt!jj`fE4#~ASl zjqkKkZ~wIZOCfK@_dDHE=H7{2tk;Z9Z3k2~J%o6c=x;+9@*w?X4El+lHoh?n zLf-5A56{={{B8A6!~N|c5>`8ULuMn8OcaYeZ{T-KspVWU_lk2;xM`+ww0 zx_Vdn|7X$oF0abQN4oZae^T9lQ!tkDcKK{Rc~nX|{3GSJTpQbb>)$d6{WBh({dWKF ziQ;=Zh3f>DvpJ>%&|Y=kAu-<<6j+>pDcbevn9}-6Kg5^BuXb~$ZSZ=ME!V^L146F6 z?%G@KpWEM?7W(DvY0Vm3zr!HQU3U8;F&}E*;m;hy4})FA{Y3?1=}$UVasIOR?I(k} zERT*|BjOvi4#Ijs{1BMmV^(w=d?L+%T_5pYzoMi6ufBDA?nC@Q>l+sVE7L?_=S z(w}$oDb%gs_MG&$ojtU7Qoi~B^RkDdJ+wdoiXjC>u@&lvqt z|DC6Q=(Sy~{QupFzn$mayE$W0Kgfsdt4p5+x<7kq>hSk3iY}8}j$4){;Cm9P-{q_O zmB9Biale)86PETT%7uNnY4hkvss6V%9(KXjxkH!2b-ervY zFl0aO8lSf$RNISqkml#!YS0hE^ZjAp)ZTr3{IlCVoM7K%PXhD(M+IXUKe{i!(YoWG z_1G`jsrtL}R!JeJStyYA^^@R#K2u~zFyxcul#!*;&<0wt%sYd_14Me@w(}3(Kx?yGxE#bRrE0i zy7vKT)6muRtL%zlSby2Gi4R&X3LW7iPmhl0WV~{qz^rf|2$W2*m~6EoOTVZTPl7q20b4CV(1gm%jM7~lBa0T-)kxuBmN}% zMSo&F7g*$rJvX_A{9O}?{2%GJ=ceNy{scDA+Sh>e$LVo$$!RDKSep82PqgMzM}as20ut%y%RsU zU0-L8c#ZhM82!_HdY=!DYO>V~@}v5FYTK_1F`A(x@?(rKKccVCh2vQrcY7co)leUKmKVc?nfxROn>OLH@qXykGy*K_4)g35A>hfd!7IL@|O7!&`aa>4QqAyQ%N%X zH_4B&P6pdk-(BbLcXM+CzsTPD-puK-;?R5Kk7+)PaURP3eR18~)vNsf>S(;ajQM+0 zg}|P?zV~Z&`b$aVPw<26x8Jk}MYFb#fxc3I{Zg#29rrB(rt_YDX?Fcxn#UpE!sXd* zD!T`l=i7<@{Rm?{A%EO|O5e^d5tXrCQM|(#?a4kwc_GhVl=JtE3dZ6*U(tW}=$HL| zmFG)n{QkEzGZXu^#f#cB-vO5E&X?N$2meU)FoypmdKk<7JY$(J6y+lR5Loz+0T=Xc z9j#JJu9pLzt!}d0tPR#X(s#y)cX)g%hrgkCYQU=jUvu7Ul;>YQ!SidL8J-4vA^9@a zd(ZRnS@isSm6!l4mBz7o;M- zBmMD7bFP#((iH1A#ZvDL!>nGRmK_1Q8rA=6kc!=aZ$lLts z)t%9>R~m0n;=t#p_csTBx%~2*fmhEAk?YZ*@6GbJUH*Xgs%%yEDsWZaKMGul`7yZ8 z=$cFN!VRprzrpq~_@Z3ww;1F5c%o-;r{?j$wmd}soaDn;?mtAi zSPw+`RMEccyZk}Z>cF2{tLPuh*jvy`82Uu|&E@b;JpLFv-!aMd$d6HcF_^K4CkKD5 zK2pE5{CgG3uMPR)8`XOIGT0~CD`Uyup_M-OO*!%u{*d;cLnq9svBs$Z)zWtA{}F$NH5j8`a;q}-9~A!&Ycu$5boC_dCl#?ce^(6i)7U@u$zI+0qW#*Z-!A)W zA-_QSIxKf(VwuM})TelaG0rc^9vEYPMEoA!;8eHT4cg#+Tk;Q#W&AuMVf2r=$FE?2 zLHrX~_?HnUPM%I$Q;K+w#%GNC6V%^`Q`X=2EK-1fWFI5@Uv!F@5+cuE8DoDz^+yH_ z(OGhLI{Z%~l{^{4KaqSH!+()IGS+rueu?&LdA_221kac8|Hh~B;NM6eME#zEUMkmG zCh+mex6a(Y0Q++$`UpdRY5pS#!@rSy8ACsKepHV91dqq<#d)0{HrweJ7&nSOeq1Gku_KtH&A z&iHkM2G-V3;Q9F-3eB%QK3wh({j&B}URkyS{*CDOcUnBtf8a^@UmD+kZ0GpgKec53 z$p1m_ybG^#!5`8$##j%yK9ys=rtwElygK8z^9}fS;um8X4~*WM{%~#M^8b^f{0U>Z zevfI^utC?T5#s$#g}~x`i81tx#vAiyzHU(AI{aS@>EoF9XIrefYKiro<~OFe-OHXW zyMun(UowXOr+9j-Wx84Sr1JO6iQchwrnU`;{et?`|5&d|!(X;_mgj*2i~AU3_r0zB zJT?~oitDHKb?I%Hubs)`2Tb~N-=S(RSsrj9CAeqd68KZ{uZ*ETL~p?NNp2^++habB zRr<&n@}>Aeln<#`U*=Z>%BECl>UR|UB!9&i=gTyIQSQt0Wh~xvP>c(SoVEA6tBmKy zJBAH-J9jPYo#r>*oBY{uzUMqCc?6<;Q{b%cZ^r z{^+gKt$ViA*NNj_1_efb!1_b{n5f9JxVf!-KS1q+TA%xuTTVcs+B!< zvW1M-82^9e{QaFGc;mkKnseqt{&e2Y825|FA2OEt^Wd#zuUj;5kok{EF70b1j=zuf zlGevb>0h+Bz9_$sPX3ND?4Rb(82qF4SCsSpUIk-(|3&&M%Ef+IwBN}5oAhRTm9w2S z5g(E~CKcB9kJ{5r?q4T6JGj=LT>d>Nl}~otUD@f-0_oo;kJEPudpcL{k0$T5w;6VP zE!Hcp|H1jp{7=uNf0;}e`a$!Z;@qy1vq22LA0m60;$|QJaB?TP9)(oBY2bfhz4SLB zwvkg@R@{*OHY7Umw&f}l&`0_klCaijUbR&4kMt?z$rYU*k(xL^qIi`n4M(=`8^pEa_F$@U<8Uj1tMc?tQOu-c)quVQ-|@Oy-c zurc+6pRJw+`O|t5b~RY-T+UVa18&b)#7ALyKZ^Fhd~V>+@(%lTuEvq-JFz~IeK3Z7 zbAMD0e^&v^{h6q5&*M$k)?1NtXFvEu>jz^w-|6m!-)~pmEAQ(}_x_Tn-S#NfJL12< zjd;B2n|>_Rsnh`TQ{DGgFvj@gj|85|sjD+?3R`r|)dn5g0jQMf_a8HC|K=)MzU z=YCVtE;DQcY_a0~v#Ni}{%(5YiC z=QhB8$e%oh&jSBQ9*p7dsJ~g0%uHJz>4Wv2^5+6u)AuimS=U$B8Pw4N{+8&A z3h9{~GUyTHOL%s@PxjZMC&HdcpJrQ6)sOIfC(kcu+sqr7HY!_uf1+S4ocuGp_T1kFeIxy140_tD z_|F*pZc+hnk5ugUWl^^^F1fhdpT^;6&hOh04jH|dLLFU||*);usVA|Mj! zKG^6_?TU8N0)?-?a7R)koeH6VE_eW^I$Qbp>|1gGrRHzSsLHa1ly#-!fyZX($ zB-ccKWYNg)51!Nr>7@O>NUbLv&?t4K)ZfKP zKa7UCKa&1&@yTa_Jxle)_biHN&7m8v6dl0&OY@J`Nl5WA@X-+QWpu;Dq04@i|DQSO zb9A3zO~=BYm>nULG zH2)?0!mPZ)_Tc_E^%tWZ)85u;oLp}N7Wt%@wng{T-i`qMv>#^-c~bnySn6xcj8jwo zUX2I+v>r1Czi52M@Lx2)m|UNIzuIos66YT=uMSkMzD$Yv5IeqE^VfNaaHhB^iT5<_^7}xYKGS{;{I2DdWPe$oTj>g%&(<{;UBpFvybL@ z)ZZod56ikWaxo5F1^JTvmTgr}H|@9#@f_7(R+#hExQjaUo$&Iy`;3kpyDj;>d`!1} z=jy7-@mKDQ|JN2`FNS|1dlvQieLe+a@QdgZxF)Y>tMwnO`?Yc#;z^>H zF~0X8d9Su_6&H;EgNf((jxq9w)E{H;pVr6K+pQLV{}hV*WE6ifmgh%n?bpQHcd07( z%WL;ONZ)?G5b+S@M;Jq2$lo$X{)OmUn;cp1L83eSE6I25^{z*o|6B)o5xr|a_@0XS za2xtg`pa0ZpX=0XG#V9}q_vFoi81J-{@0D{<##(!3-u}9TX+5Gq&Jt!_lIO3>%N6g zIhP!Yc!9=?8=-A|Q)@HMzezs?PUQUe#g!6x9L%}{QpJ!tK`WT{3iY} zhQ3mKE$Z`oRf@ROTizxS8t9++5qG0Yos53>k?$b>F$O=#zl-uwqCc)L;y=aU9uN21 z_eA_d@>OAF_!ScTg8kL#e1nXZrYIyWQ{7UpQmh(@zeaq~C%T44DXuca49L-4#z5xB8 z{x`-2YTHGHz`r$D&6hFO2m609_(l3A>W^akVvKl<^nGK}PrY#e+m*hG{;%Pm5zcgn zzaV?w)Fkv)l$#FtN&RgaurMa@mOAW{UV0LF;ngzH*f5sU&E{=`fH$~pE3HQ^+J@3^8iskmE|eQ`Mp#HV|))o_Al!5 z_w9 z)$+!=@6BDX-ctUBG0u0%pD{-NWPe+&`rdvXHW~k~NBhIAnX#{I)5_oTXrr3Hz>g}H z%k_xMp+Cg`tv6q94-MJ^ei8o|ga1TtqH9|plX1z2S3Fex3!Ka6TZxLz)q_e$VgE+? zj>M#T@24zIhkQm*eZpF~d|#i-<$9QS-zYooehB;z>1X1%;M#L`dw^eERPDFb3HSQ^ zIYZue-&Qww*iI)`>~F~a7|Zo!n^&@?hw)ADpZLpI?q{~eW%qH;NfGZED7J@&chs%y zhWL&Aqrl=kZu`8Z^4#}4>gWAzjFO>V$M-;V7YPW@c_L&lH0QsN`Dyf0!rYt{UBy(%8EEG^DBkM)5u z@*On)U4Krek6Sna>kGxNj3G~=XZL^Z9c%3E41Y@F?anX^j5Av*^M$*wdp*wGlmq!t z{XI<++_INC$o<8h7Tvu)ZT#fS~uW7Nk15i z@2eG}T-@K?_jYnSQx_-1yQI(i2fwO*WJN6UkF-A%*p&5$G0x8_*1yB^5%q<97)yQJ ze`Rs8NAdse{~ypZ4h^U=74s$jA8541^81+j&`0Y3K4 z9kDw0{L<<|eBVO)%^3Pc@;~D3v@bFD5%h!X^~j)t{`O_*GM+!;dv3$)Tz9!2J2I*A zPiOruGF~`3+-`V&)HI zK9v6VnEl);v4gGgo)po`Sjva7jF$xN$NF&G*=*>oUbeWuMDsiDH@(%jwa=yg3M}#` z$M;lqjOd*r^_Q{qpC=4;+{V@H0s6^*For%*|0n7+dOG8_AI_U-Jvh;>SHOeZM%d4i zzdtedZOFZom7tHrpA)Gc=Q@sZg+CyEoU}|VwtaL_%Hw1suUfi;@)3X2dUi4(BG~=S z5tNgEWQ_Hk_;YgH;oO@)gJ91UFyuk@elp1Hbkf;sh-Ya06w|AA-5Qnu9}SJ4(lx{1 z)L{txEzzG6)*`K%O+V;2mlMYL)L+VlPA8MS*BY3K`VVZb$9=dV|T|M&J*`4`5pfBL>il<(mE0Aq|#{)92sBbuLRFYa%M@-n7Jv=`^!snLTU zcy7qWeu?%QjPV`>%{O&(-kg9XlR*#hJN547{eDwZ5$}=yrWPstZ1lN+d@RMgjAi_C z>e%eqk$sM6B`|+Z9XC$T9XbX2L-u~^*Ty=zjh`W2ApW0rv)cN-mp=3{QpFE}3pwA& zSjMl6ao>vQ74^rn{xKHsFDp*Z>KQZgVixYllDtl@o>im&n+4Jzo<4oLTHeO>kSFz* zW*5C=eqnWaUoEZs;LhzdHD!JwZL{Xx2$S;s#Y+{v0vE7;Glu<=eK5v+Nq^Gr9nh{` z(ir6#)SfW*bCh4@a`ayTqdn<|Xg`?aQGxwfKLi&3EA7dcW62hd_`ZeY$5^iCXLLNr ztZb!^d#2EQw?vKi) z{hXaQW8$aIV`0C){+DrV>hqtk z74kks`mP`&&897o??{n^qZ^wb%yU6~|AFtN7Wb*;z3mi|Mzw+Ct z?}Q_;4{CqGA*t8Q8<#c3_XZbockgLzF&Y2YMD`)@Ql{sU&$si+GDG-h;1_PGv4kwAh_Kw+%F+|E`RUvyTc_*|Yoo{vvXUA1qij;;AL%NAzaQU6e6;{bFFECnNL6LW8Tn<$8AA>s?{t?!!3$q4Mj4 z8lFCEyIJN>ukZd)JYbi;_`e9n^)L7JO#8ltJZOBzh6Oyo8A_+ zcPsXQpX9%9B#anWwBix;hxp4F@}%(v7XB`?T@B}zIyL2fAT#FhqoP;`T-VR((3Xiw#gv45uV8DoD<^0=MSs(vSnhxp!%aMrScu6IgHWd4$|oL|=a zz-@X?lb|0ozwDlBrtQ+=b?)+d$r%2f)(6J;-i7=LW2^@iFzm5Hf5`t3f4IKfpJxYN zKeaP{KHgjB`YRKUj5>2e@+DOOi1%$3cTMi~-qe4x@h0^qD*qyI9wKD?L^=AW{jMmV z%KQ=dGwUN`%#Y|{41SY;zH528=Hmw~^oMf(f-(3-^fJc!NBm%HEY5T8TE)lJKVE)c zj^=YWJU8N+?Q*;a$?cDRds>S9^aQqtyI0eygx{;J@4)(S?{14r4gvS%dUmhy{Ohj; ziO>(akHZ-88|5bj-ox}Vmf!1&a`Al=W9i>TIsZSL;@)4&F_wokv3?T$j4>bL*ZmG2 zT`ZCtfj-*b-5(LVqLE)D_FGi{e(1=y&72=&eI)(9zuD@0m&5|>2f6*WdOeC#PQxA; zzZm3@v_J>z1@S*;lwQfcX@iW!`Ag1x=U%%UCdl>sLC*){zFaT?zlom@{A=1jtkw|i ztyKCTFu(t-V2u3`(Id)5{Qe+*^@7XC%ipu5{MUo$x?f$sn__>!{l5vns%UBiZ6kg^ zAPoOZ_Qn|T3e8893xEC4A>*FM(wA8Osr=!wjR(&D*97N>1Qz-4 z+{mscYo(RH*T(G$OM88Mrn6?$$Rn^f4;8-!wqgD=hJH~#hB5d{`XaFS9!b>S#Qy0? z{hLdsHb?}0#Q!Jl`sCNxab4QO6Yo)KB^uU{2g&ovfLjN4On)NtYflDw8I%@v0{x^9 zjOBhol#Ba50*m`RqW(sf$J509mwnRa%lyvMQ$regkGTN*AbCB_I<=$q?Fo=S>Ho9K zUE9ri@>C~V&0obI#;|wF?=yxxiGPf--qroLzK-~Qp3AZRQamJZBbJY7FTN)c<-*@S z`(!f6V4sfKO6F%?+b*Np&P>JnNAYvst*2R|@{19V(0rb+8UFr3*GAA+TF;&<`m8Yh zJw>i(&*Phqf4$ut_fsif!WjEqlGh9SPM`ayUe+{c{eCgj%qg^W8>!zf4vb7RJ(!FB zC>~@i_47r>>5}$&Q}vIsKVvM#U=EGR7zxjz@ z4yLcJ3rzB2tRe0Lh;pG{`MVE9Iqs;dC-NWp2O_SF{W(;xI?wl|cH-IU&zczLF~0!^`a&BeY9q-EDFClw;nKs^bX~}KaGttW!_D1^ss$TEbfp-%S zzfk>GO<&!%R?~-nrS<%kx5LA%Chf7l+o}3z41Klw7el`&UoYy5_lg+9o_V}E=XzDD zwLsGIYESOAGo5R}zw&s5<@zSdg+G1uZi~Z}x#j<7MEreSobXtC)h_r`(ziD&GnM_- z_Mx2S^LAqYwB?T*B0optzdcajIo9wx{5#QGVEQcixy2BSNA(L@4}Baz)LQz(g8V$& z3&-C|{d!kppK-ght>EuTf8T|-89HdPEAk6O&pT!Mq9&7UF+UpbUE->^uAAc_AM$sF zy7rMb9`DtRQ@2*}k1_1~?7tZPB&q`5s5a(bjQ%_Pi{a0l{>9Kghkr5r7p*^HJn_8? zWB5Cozo1XtCn?;~Y0S&ut>7=s=ei|^8L2=19upm?)DY@rudxk|1FpCC6~+n z-up2xhZLkNhd(Fzy`TH*hwu0k$lnrw7)$+mzq+8uNSlwaZ{jy&7 z(D;lceIIh4_rKIRPUe4#CRF}fGIgDfINvM^?X&Ry$3N(w*5{%n-wru<*k+i*@-2FA zGv#)E`TGpi|Hn4&Q^UQyKtGNDam37^I|rIU{^Sooj>y!ls{9Rpk^OvJXjd@JBuD(e zx8mcCW;e=w=3u?x_Jm6L55>_weVuE$;{2KP?{oE_w0XFXDB`=%(+U%A=AV%F^%;ZzBoD^O zM=)MG;b`(Qd&pB=rO%%acJ*I!Z@kVjrswn3SKB`|_5}T;pCyL>85$1gg#7{Wx1`=c zeaA!Rk#8Y>GRF7aW5|KYZi8V%F@ zfbZ>zzoq#PBR193fqy6c`ZhCVx5j`8&^L+?7{gzXeSA9_Jbq`hcbG4ow=;%6BYM8O z*LEDCu^jm!#!tFuPS*9qdNExk&+mjW9`Td0+)oND^2q`V{bh{*u^#?VLV@5l7?y-PmyhI~k$endR-yjj!|{Zst>W8YKf{N3vC zzg+)!{HrrtjF6w8{(fp+{_Ik^8T=-Ce!lx}iqGW-^1fl&%Eu-S9Sr3Ch_baAGfcJW z%Jt`0oc;Q7S_{Ch)+&ApEcRyt7cxDJrT=1#_acZsfyY$D;5X6t>y5YCBz0ft7wP-& z1rJ+#|1AHWirW8P8PfZ6rJlOhh|us;2y8>|D+>($w*9vp_EP^}jChdp!`vSHCVu@s zG-}%DYbMBt5tETz={~_3(Zd}u&3*s9}bAGRsLD2wR&z`NNbJ%^`CV4?vdtPd)EmF4}&-UJ4JRPm(1&@Y+~w-@LAqFlVsrqo-oxT@#q zOV}T9d%`$vQTZEDj`qY)QJ>cvQI7i|#7`~@e>U zP)q(FoYLUU8H>$UQNlkf4c-|C_zj8Bdno$*)6RP9C^P6Q@uO0zW6tBQNw7!Kf5wIb zSiX#9f0c5EMIT*WM_obr0;OTr(jfzmenEUf`eo$nkz$aZiuy#K(WA`BN_EX}K1}*z z^zzVUhm0B`AEPwZ3^w+%_rZM$)%^>JljwUSfyMeFG2d5{nD+}x<95zZ^^P4B`7EXJ zjGqQ6WrJ{jsM-$;jQEY_%jMud(PyG(X&P`S1nVvF-^9pgvFR&w9 z?eGtG_2OBdO=6prC{~x>-z0u8hP{wJns&_3uVu7RzcJ5`G2V+H`UK|pPL-xdw!8he zQVaf`=&O9M+Su_?zeN6DDKN*E0vk19`u>YJ9O^r&G5pm$l|3>>ysPr(O2(kCA`WEv ziu&=azl^~z(r3o-C&Z8cZrodI;ocGaBYQM!x$JrU@Fc|JRBqPxbB*{mH8mu@A34%v z=XS`8_+3RmpjYyN^7A@X{H&}}W4HAs%E?Tu0uaa{+6TGb=);= zALL2=W~_Fe`N0_RHnq15E{=TFMSjnzv|LfSX={xJxF1dYtI^pyxcB{O&^N}XtjrhL z4MBTb)%7F#rpF&@!dYj51_kLR?Y52R1Ek^?hJ=lz7d$^IEbAGm)i$9l@` zGrPBGxnvafw?t3vX16T#1`g8ae3!EJ&PUme+r`75srEwxi~WbP&Zq#NYerYZ|NAKG zjGKJcJ>w_h8~LcB}#S`ilc6eVLB zUs&D#+|av+1J-|%pVhN(sNCA* zz~%)e^~L^2DR8nVulca?ym4O<50O1vx0>iYqf+_(O>R#Z>p!j6)>Ac-YArIaw3Gdn zjdjT3DnA=b|7;WW@%q|r<@dozzBYHP?8d}tOZ%*EdaO_S&;ZbHuhQ50VNE(6D=yC; z(RlTbneA`U?@FcdJYU9GPl#W(x?=~ow*QO%sJ^X5P%W1_-{B8wJzy;EqbhB8-5O@! zEI{o6y+hkkPZ)Ly)|q_jQgb8=w6@_Z5T+xE+JTTd$;#Ir=7-3Yt) zvHh%IUyPUa&NzBczTd61BMkkd_IB_0FSS7Qw}kD-UPry}kd*TG=}6v;#d(U--eU2W zQI|6DUIWR){)}3&&-6BkSBPHw?DS4AykjMO_V76D;|IpjU$Q^O$RE=D8H@WON>R@L=O?hqS)P9*Ge?WWlOC`q z;s;~+E1GX3i`u?x$J@hSQU8sanFf6R6pi_F{Sd2(Yfp3*_o0-Hp51?9ZeB;mgN&vB zYdmo2g=u&H7jHEl_Vs&U!#Y?GX+DghpNzksId*;LGx#f#f0HRo-yENDPTEhCxxc55 zeX&)K&!d%1E8pq8zLK8gFJq~1P3>0%y)wrBnCNE=ePBFw!pqo( zg;IZ;JvrKH_%BQ7FY(vWvGMxiH3f+8$lp6ARk;+rX(iSxqNlm;#LaIVv%oJ^{zoY= zpXW$?p6A!x`;G4MQ~uC*ZolWig6_WF@OMN{^V4Go-I!A<*Nf(tCeFD&##*iq&2QE& zd7`@z_DA~Z)L`AURx@Tmf2lvllK)P^tC;D0}Zj;)y z)JNP;QnuKT9Ny#7HspKB|FtM<+Ur2Ed>=^JQuEQBV~aLR`kWV;&YBvz7V;$haE`kc z(>W{*{3iK0-~6E*k+w#Budj4|eQS3|lQGCgQvFu<+P4qb5iISyRlyzitPi%xzf(Nl z>c{+xr;oW|GDLstMDsT9_9fvy80{YzOL@1cTE{=ss#yAyHX&Z4%EIn|UZSVXmvt8o z*Ia>knC9Qsw@r1szUBX~O!m}v_L4L0oIJ1|6aN`Qo+Q7vbE{kC&)JRmjpQM)h%a3% zeOC|N@(1f5l`}^CSplOrieI=K?`hF^qCVd@Qo6L6RyjU14)k;Vj?SB_pZ#S#j_2cY z{@CUbr?-Khb}D;fjQEc7JB*<}s`DhJ>xJOzQH^?F{h{$(Z(O|A@zF!vM8pcTl=wcztLXb;_v-!dWdgneQw`y z?EYDIZ%F%U-=f(1M0P3wKWV-l+ML?#S-c$ftGe&4WQ_Teeu;8E z&llwyL97oQMmhHRb#ANFuMSiG4y$&~4f;s*bV#f8`}t^Hjn(Q3m3$cMJg4uGlmfrw z`W@F4KF({qSFYb3<7-`7khnqI4^ei!^J0=os3r1IB%h9@{?F{=oF)G|Ik)}PS-Bnh zN#l1KI@dSUTfP^r?DW!dqayPS-Y=#0owp9pwfEIRJWKUEXC@W~bv}%EwX=#|f%*TF zlmZKX)A_}eZ1clSP@ndjjAcGgV7_mvWDNZzd5HER|J0>kR2BPQsfcH(yo+^x=We}L zV!bALGM4!h#^5)}QQHJV;R46ncy@y zqTny)TTjIw#>kggRlvUNzeG8|SD_T`Mf~0+#X3;uRkohU7j*d$F>A&LXZTO@H;kc= z9A-0o$VZ+KP<_D1|?jP;8Ag($aS{)lq1KDzH2Hf7@CFKAEsQpVs1 zt(T&l|9?`+81WG43uEN7NuS)`85DOb%!Yjv?wXV`_ubvjhVOVj-DXxz?YX!V`3q{_ z-5|8ex%ZcVseX6+djTH|JBa)6%I-t&)@||J+gQY-J@hi0I~N_4`;Q(~eR|$#rhvbu z_C2Crj@LgKh4E?rJ?`f3m>gd2KS_Uj_G;l8(XgAizpv~$z-?_p^G%R1t#^zOzmdOY zEaN{>F3tmbW^I{KRO0~nNBSf%|G%%2vGk{+T;v;i7U41Ww(|R9C1deEl+v^5{O!t* z3CL$OQRx?B+!rPOF@}F9{b!8zfcPQWi+rW$vb~M7rVW9==W@m(UhOquNAbYz55PaN zzg|Vg+gf^ggC8_rZ;Ob&Z^{+}lYaIdFG{ zX!Uu^%^t>l{-$IMev}qG(PY1j;m?`AoMg8)kKRI`Ium__ zF@KU*Z^Dp2$(u3e$Nh2pM-?&dlQ2I@otC$#;|%*G{`aw(9DKWRCgK^Q-)nrgrQUy< zi0{pmjAgvywM;j0zQ+X6PxN|aXP6y1p8@_;zRBySPe@+qFPu-1yadjuh~ZDE+*>_X zyU8hA_z$AT+h9iTsutz?PyKuU{=VgPwIkS%PmHwlD zhvKTO`xQZ7seb?2F^_&|x#B&$3K;&C=oz4XDj{OzUZeUv-vO@LRqv#2!2D?b14egv z?y++nzPF(H44C|3d-W_+e4j?`eTFX2JruhP{+s;4K+SO-zu)a6*K2{3c|MHcFQ|XU zMh&^Yf%el4^K#G1^TmOi?HbRIX`-=;zF$@j@{Tn1us)6N0~)IIk1^`oSHQv_46Ynt zd82HU^q+$rcfGxReX-0R3?98~=(DYJ|A%wOE~sf_E$!9U@OtO^4(0!!L-{S=8cQ6j z4oe4rXuiJFt`|2w)B*3kH&%_$7~juOyyd&9)@1YkzOWbKm+zN9L(Ha4!Fa^aA)0Ng z8Vq==Z^`?MAx%o|xJCXp&g1q&+|6yDjMWA`v|bH~e_v|7W(o2G^;F|AhWu%N!Wip0 z@mJJ;B=EhefBk$F@Smg)LkfOwhu$ zPwSf~7ygGa&fke1#u%Uc;m|YRW=yXhiTj3xhjr?4dU%i_^oRThW6X!>6XhbF7#6lr z>8)>q`yUja3%s4jV~l(Z_n){scT#E$=0pB!7-PP#p&XW9t)|C-k;tbLe})z3L?25# zBHkxa4u5krdvMtUoNufC-$psYIb%#sCkxHmEZ-5XzdDq??ge>K`w=m*?`r-|#r~<0 zieHQ&FRKc8YDJ9mVTzZzKKv=kcf^@)0iG@`5KmmB_Kf}1TKtQVzp?!n!~fELfZOB# z1?eYa$e;WpW5jnPuMt@%yE$dggnS8)+_mJ|LN9fk_mMnCUYv8|epE2#Oa5w9wYOQx zqsssPisUzHtWkcA4W+m(LG?#n@;{@e(1LuazF+M#Ta#a%1b-;M${6&Jeu;AaeptyE z^C$X6IlreT%3-hE|GBi|ZN|Qp`t8S9?8p4>d|Q=0sQmw^Xny{tI-}b5$q@JVl>Rd; z8>aNq$9zbh{%dR=r>-o4{a3(pf9`+g?xiu~Z_D!%|Ib}4wMLeR`|--r=I>0K-aa7p zV|0TvJC0ucg7<;RKaB1ZF{;QW2>B+`PsWfx@sBa`eO&+fPDkVS%jJG|G-2##sC-P7 zYI}Q){0n`f_KamdXiUrK>JvR?;k<+Ni!tUy_A;i|ojNOex4{2@FdmoGB{yqVNFWfz2Dueu95HrTSx|+w?#9+flBFg zZPI)P{3Z1_u4z?uZ;MLEzfk>goh~OkkBHZrFUpgSwr()ePs(E)VY$AK%OBlf&X0BY zo{rj&SL>3~Y4iYnu^$?5j^~BnIKUr}zKq9OUNCk6-s>d)K7P>Ff<*rvGG9O5e`1zf z>jcc7`&+xG@?Fa`>?cXz$8Q*Z)ldBZ&a0_>LMwySX}hh!AI5z;>0PmGhj@YJHzB6% z(}8*Jh|jouZ%NnMZ9*U)(yzc)k7v3~%!B?>dEl%#>(9|$WWG2sTCJP*^kIk>DEebC0~6YICH@Bwc-7!YotBsnjW?;zycQ?h4uF1;JupVTkLEk6VbRy8u_5BVlyXww z$)MROd-VDHA?2jG0UCpKgP=b&-$_3b^p71f#eSaXpHz0qGpaaEymz6Te8R`EOUO>h zo5r7f$}oKKfnAUvjW=b+yWYF+Zi4)2K2yGFIgD-G4)Uh{LQb@NmlkLv*W-`}nN3$s z*#>!&K26QsHtGFKKfI?y^+S7D*BRJ-sKI*X-?Tb$Nq0-1z~9n(KdpJ=VOMfGBcDj^ zr)3;exVq@c_-@+MeT#lq{)Tv!_!Cx7r+Ltt7})^!$!*|Ih~Hs^ z;qS>_!+z36SYm-S($!Q@rnF8G5UDxcY_edxwr3DSON4mQh6@3K(ZdxTq5 z|Cw$l4S#d}i0(Hp-hUR0^(av#55}<1DgR=`Gn4+s$d8Zv7ehYQ|6;^b zi71DBNPi<8%)a-%Jqq?n_7a($I=rNct-RkdtFC+PqJxL99#FnW;0)HkS+h>e)QbFw z{1mmHwaR8xuUI?8!_+@xc^^RFVQkM)-?Uf!eEl8tk-f||HY=`HZKL#0jHN#nSlri` zZRR!nv07EMC;rTKIIz4`ZZzaU`)h&u|KOC2<@v>I=R+FvS3eT>zm>D+M(R3Qg~315 zeqr{Z-hW?iIH)c1RRa64d;|_+JZED5Ten*`5nqw~=7jZdA2s|q?q65HGG8<2VDIp? znm@5#l0DD0)H#qfyZpWo&1Y_Nlj}BbQ{n$8A3Jwd?xHMfH~4#s*BPTe>Ce3Ci@HVl zY=Qg-s^rfY_ch3W&TBnkO|9w;HLD67*Rw3jw^YVE^Uv5ls@3(jw2%4umbJD04q(4P z?H5EVHk|Kq2==A=-cQLG{HOUXShL+-^G#)(k8%ByJ{^;`kUFAYs_rPJUb>Y9L zTwsx(T-dy3TAH6J=qLSI=sIxmAM4>-+t@!c7XRO;T)4Dr*jKYtsDDm1Ux9CMeuy#r zr`5mZ$S0A%<#NPNv_6RXzU==57UvHO59bY??6v{=Mf%QI#@7qq%!qer3YpK*?)t)Rri;b zj1m8kJ}^eSO8$MZi^YbAo`+z6RL&UrL7G2f@Q?J3v6ScH1g~S!<~6at5Pgi{zsX*s zJr|7YKI|FRD{9Xe!$+TRH2Uzcpj$qTu;P}(nJ>A#oU zA2(Z>c?tSR>rqT-M?XV7OVlU&WA^$L+2?0~|1^F~VIBAWeSgaS8Dl>|^enCJr?%Wn z5AhB8!=>|6hOe%+66MrhV7{NPT)N@gnEJVO<^7kXcU}$n)6)U|pZKv%=Vw9O)!x{T zk^L>Jek<?6mUx+Ejl<++V+R?=rlZC#r^}lM+tflD_%HKDl@mG!0+}yAK zI_L|RukCZcR6L=SkoP z;ka76zphUE3VBq(uxHZuxHjwBXJjRyJ;^)nXiJa4xaE>xaaU^&G_nrI{*CG@{tK`4 z^mseiBhjbm7QWwWG>+`pe<*7^HfZ-H4e=87r|cYf{hHY^ng3GudlhvvDhBr1OvN9@ z&?nMg#?VKyA5q_m{RLy3cM?6KypZWp1}qCWwCSmw&wBeg-|D_=h4G2r^*y&&+N`jH zd>J1Ye{AKB3*Z;^x4yvn&5K1-|JR-{{2}QBmy7q1l<`$YS6ei>753va-}s=ww!2nZ zYYgW48=Shu#jmu6eiP>FLU1L+Hn4dG2~18eNk@B@?s2ni9W`N--!MVZ`;a?2?l74bI=1=}u)ED_m#&Z8G>f7-632OH| zTyL$B_Ly*Rkky(Mli)9C{Y^MG=C1vQ|Hsvp$JO|J|2FNbiXx?*RHRZQTNI_Tmq;pF ziKK)qp%6ZHx;MMBMcETkAt{vXvJ2UYqE+%c_ntHJ<#+#kzh<79GiRSO^E`JL#0#W% z*S+J8S8vzI{UrJBUMuWfcq1C(0mipIL0^bW@HzTn@vn`5fVxo6}bwU&i<2`+EvnI{%L3@q;kv8;-x_$p{C==M#r_90H!sWDy_vlao_e6u;L@oInQ&hh_4j~I z$;O-3qW6Q*{tmbdiocqCTxKQd$AJ->8%tcz%N}Rr9SS$^+~KoqmBeVVybd4+{X_qF zP- zOn1rb4E`SbA6t>(6A^e?k-o>0dTis-3T4R&V2|jJ2!lRid^mRH=+3ab5Reb*17V(D zAG_PK$8Cs*Jj(}<)!xagx_SxTA3%CCAG&)f)tW#)i28n9s#f;pfL%P^9`Eu=>cG_R zuzy7TVVIo{AGco;ys|+Z>^dLhs<{Q_C8l9mhXmUvYlVkX+CQ)TgY#gR&x1_ z(YD*MRdUrdUbcy?w8gZoa_l@UdsOPsLp~iKpT&B8w!hKiV<*x;{>abl?XHf6^{Svh zI3C0F{q5B3s&Q-U@*l(g4&`&&OgTtPyCdvpkROCWe~~_h+52a#KYKs!jJ$Nt>B?Vl zK8XBanE3<3oS%eYzm5E4nEAIezh?(&jlIJApLISR(9%O5{vQqP^X!V{7QYf=fS;(} zgxUMwse~bZqWzqUd2zXJ))v`cw4U=?YsTm%=t2C(_VfL;e4n%@f&L)B&W|g-8eTmY z+VTE6VeoG#Kh{qF=b1_v&I@rp472w~2*Y}4J{q6x_s?&id2`ldUGR@IKVqPV`ajSHjX-GKc=g5~Wfme`Dz#Qb;fLmpv%?^zU}a=V$$cEAV@KscgR8 zbUwoHAvX&(0sKXI=Cq{Fl-(2n{sHp~!tlKi;y<=Sd?Eh+8U5_}hu_>E zU62Twb=hVF_)pZ|3z{7q&Th^JdEogK!@;zk3x-;?CiWhXZ{m0t#$A(GI==ww1OH-H zucvlCUvB8E@?rLi!2Zp}{AZZedkI5-w0G9d;!Ezznm=x>)ezrteYrOWEFJ8d1odO2 z|Kg;^2ScOv!Tyjx7f%-E?U!E8?+aeMdSu-8^>2ATaIyS@{I#i{)tsczUN1g)TRz!# z5wBles<`Sq$n!h=zaGk$F#DcaYTl;9D#NUfshQLI^A1Xe9d#DH&xQVrF!)cj55jyu zns?nI-L0XB+tcMS`HKsSnqmKd`f+*L_k)Yf$3y(a_(T}|-#-|hNBv;^57YBkMvSxy zEAfDK!UE)gShS z)z;VHepJ4AKEjX>toR!P{dnHM`d86;H(}t9;XnOZeTlX&9X6S7Le}?p5Z>t`qd#wrL0ghKR>Wab)Wm%99+H=vOvLc;= zY`8Co@+&GIR{HM54+(aE?uOx>rS=bZvHxpGy%Cz$CB!NW){p$WkullAq}>v}H;VHW zPuMwl;Zs$x5410a+55A_0tdBEt2N<$Tb#dm_n=4T4?gDmPlj21BMkKeq@OV4Yp9>B z{Tun4;!AsmA9%M2{s-wJ4E~Yu*lo|Eo7VyVaJ-vAD>l3dTMhg{ z`z%qa3+^!JyW~#lUlO?4{r+Sbc|Yo35;FDKz{heRUmUMw_u2l-^dIy60%6csq`#y# z?d7r^D|o(Csy}N`$%>xfe^H*L1}pmAzGe^p9Ooy@?W@#KX;{H|TNn@HH(~it#Baio z-yl7#Kg;h*7xY>)!gVI>pHbeox+17*fUP63B`fevDDr_`w2Yz6@xZ`pmvPt$a zP2< z9;sy!Dc%1&y#(&J;QGsw4ldsnCHj6O;j_tZ-;+e&+gUHBrwlRN$H#n{F!V=#FMC+u zZB6S)cwYtSW0?7ua_^d6l@d`h2WkBB$X-edpXl-U&G3EJ{@>as#;!qJU&;|f{)X!* z&&?hfvS}vhn}e7>hFLwKyiIz`?y54VZ({$u3Y#x3Gui~}A)Hd1yuVR&K1ulSfiHUx z1j6|y@~=Y2WPX*D==(cpPZg%BOS_zpg85NjD@=E-v^58XRT0JnyyE zC$1j59O`{Y|NUoC4?e640eW%#2Zq07becr_DV+b|=v7ij+XnLZ^Drd%Ufrup5Z_S0 z2!lNE`G+-E=DdxqgZu#HNto9&9vvJkI3cGB@fG_&I@Mwu|7{L7RW{3SJ2}5#M8AaPWx63 zgZq`}-=BU@QJNv!9rovlE6v{L7~Pr*^;XQMDy=UVYxtMI_v?_pO1F8=e>(4i`Umw7 zRZMN2-UsMKdY&y&z3tj*E#JRCdt}mPdTo!2F8RCX8f#7;oUg+@JpO*@K8(v3?>h0M6a$-TQQMk(gaOR*zBf545 z|AF#)S?V^+%w-(Z2a!I)Q12yN=5}wH-3f3`IR2}wwW-H%j)L{z`d(eV-FLz0cD~;r z4E_-1`C4*TK+>d(pg%}IVXlv_`_$a@Sf<14J%k}Xp?nF0Kd15b?7z^@#vAyH^u0z5 z`2x~In7PSM*hD2{`SZHJvNZfB0sD2e7v6}7{GZc(p&XLcg>^ar+NLN>UWy8y+sz^ zFTGoEtILb-2O(cT`rloOS#avfG4TI5KEux_KD^g&GuHa=8t@nS^FGaT;fd7)z<$wR zy+3W5P$_2s?YJK&4EIAYo-)k*6Jho}uvCU05)|B37Q(4^fZNKt|NuWB1Z1^ZL~LB59cS9_)QPsl0f z^_c4Qwqy5CNR*2rc~`$FbF?!Y@qC0qzpVbo;6IH1!SsK>snj3jf%f`w^5x36 zPs>0bFn$q+`~vCy*mk(&u*xi+FA?VZl}}xxx&|$-mzhHH|FrF!tnY;Lyng+uEbXzr zek;(2`oJ)YU!VI)s(H4~;PI0%@Duwp%--+&{M5Q~!)(#_woqR_x3#rcNG#>?>q~NV zL-LDrP@hHqf7xoirE_rzj z{3HzdD~|UyGhoMp8$n#2H9AS%EUL61zp)kfuUXMe$x}`A{b9U+Kp6V}gCU-xJ=ffj zo<6152#^QbQ?1L;fj(y@@cfZsHh-<((16b$y72R5!knJk`13{|rY;6~qkS{X@=?Ny z?EXOQIrTJ$c2@;=HvjeW%a0#e4Dkc`Sz98#ebJmepm&aVeT3mYJAVI$FwjHuQGfQm z8fu692-o|~R<2C7VHB(v$Ny$qYhT~#2iRLL@%Z0%7!I!vS^)lm`Xg3l@$B2qfs5RG z+rjr7@O>k~aQ_M8Icul?$4ey){+{N$XgT!S! z-CCCi^yB$R-Pv{DF1T59`>VS+uk!1W@4!E_pSr^Ip`NpRAs(SU*F7|Gd}QXX%-(mY z`=$JCbL&L7&x7k>_&Cv1uT#CsbN4=ocgP>YupZ<`eW2|0R~<$76LI|d`9Jig-0%i{ zLjP8O_iJT`3N46Fc>j$s_%j+0+Z9;-wEoqeH7yaTaGwb2`C*YVzohCEf znx&}*wqjPZ|no$aOkmh7Klc7Nq(V)fM{ecyn+ z(tKxf+dr6j!}^fkpSQE7NgN#s`i1_BFw_^39}NmMF(JEp@cgbJDyC_+#{|d^sC{*9 z$*0PR;GYO*%$#s5bu-8p^`jxDeO>aJIZ)s4E7pI)y#Cdwy<|e!92b87s_I!k}NM zk4?*(${W4op#F#aCk)>Q!u2%$QFS`G<}UYt%^n*ahHGi?_b-}{NVdMy=nwqG{>@n( z!xiKUAs*m(%@@AjI`BmF{b0hshTffT91ZfO{_P} zdtvR^F7uA^@&DMWdp&=q6SNy#pj`i?97sGOokRE|V^?!?2G(-ab#Pka!C&}y? z;gk;i73-%!GB5hr$epzyKQTWAl1-kU9!s0R{#vZ>0x7kbzjv8`hxa|i>lH}72pCge zox<*y3Z#7}dQN!Y0_UM(ehH-g){f{pU5oKoAiW`7ar==j@cdwr{c%kDcY*Z5wfdH7 z>zMrtq~Da5>MM)B7lHK13^IJN`ok=^PlfczT$gYxuvh}|4(F5kJb1YJA}3j?-_2})D3GtbF<3@p zBRek?$Ttl1$!jPFeu?)l48#2Ryh69(J4fkQLi`fv`vSsjzsE4>2l7K<+Eh!6A*Nst zgcl8a?X1`X@@IO!@^pw-$Qs}`(yLJ0=|OOhI~`tNz9AqC&r^H*G}$rcqVHd!{1yAm z>=Pqp5Az{?gyDWG;c%JKebe_sekjfd1WL)PrAyPaz@LiqDTcwHi|@M$l+tdMZ?zi7 z{1wBHe~A5~K_R0X^}o<+iQuvgN=aS z;{B39**&XU)!4(V-Xu^CS8zX7-VWIjKCjZ({*-C-LB&fnzRK_tv-K&z;Jzlcf9w%_ zV?#5iPo?oqv%Q)ooVSSWRiG;0>~!S_uV)EVf0wimXcv9|RQx>yhQXhT^J9h~KSKRe zljvSjaqc_xM}DdGx3#)`yC=|(3g6Iv;DoG zqusGr9_!|?_#^1Jcw|-8;4GFO3OZgrxqs!hJeEHSIySxPJ$)JfexX3q;?K-|JCb4l zhU?Wl9=__XaR8hz5&m4bQJ5||{~jTxSCjB3{NA^KFzipo_bCOMKfe3FTJu$k-v1P6 z`P_K$amz9;5A8Ru7mVkL{+}B4l`yOq<=II(MkPOWAow@bug=4c1+Hp!h4GOdoi4xr z7)0Cydm-#>yKd#SK41^2V)}Ft!}z2A#xNe*7i(XS`!xY!@F(K>F2mse#Q6%xw}~E| zrQeQD+A@LVivpePQo7kEC0PCecuy=N4By|z zc3rD;DgM*O!Sm>Uy4bucR5UdKd15Gs6Sn6g}u(tng#ulpL+5#`d#a%LOl}aBh2Y#?R1|{pw~CsYWn()vhGB` z-m<}72ED$rdYOPQ_yd%OUbT3*3 zj3NGaOWDz5Peuig4-9Ah+s@tx6R>tVZxwXA*;n^k^S%y;iT~Z&nzD9p(}VkkHAoL( z53(oLPWQ_N`W;Lw*R08cc#ig=Z+QJt=eaqozAn)3srGuk!)MT6^f&tN6W&j%JtF&% z{E>n5GL??2Mel=SK13M&1M-t$CT|0+PNRkk`*8a-uyxGe6_f-15&bJ+Zl4U(d9uLZ z%H# zJdWbGQU0%}xyDXFKg!pr__s`7)lGoW{}{V@DP=4_2;<}PCac;X*QWH~{59FOaQ~ZK z)1;nBHHz0uSTay@%0JkT_`%vodjsK7;chm?Lf|j1-_)^nQM;`g(1ZTZtn|;tEk*qx z{$PA04E_=MK^WxqPk*Idqz~r0Gppx$Erj@j?dAsYdj`lVviq9?bHkZ0<~Dv}_pb%! zeGG>6T|b)pck{t<+SOwPKp)O;KA~~P#u9#hCNTeWV)=<|2cAFmP?&Ji<9s&6C!DW` zhvtMWEBtx>-gCgQ6wd{fz)#fIo+A_}Jsm>~B=5uX$ZyN-H73bp-t+vzN^VubnW>?WFQWXc)Sc${*fId> zH#i={<7vHw!T;gi;tZ7v-Q>{lua`i}CnY1nir@!4CTANNOup&j*sFxN+h>3d`X z+b;bEt({{I`(3mj+tJzjOXKc9d`J5u4D_J<2*dq*%#R5}{)+V4uIjbO|IszjAM_`- zzjWH_zdJyE*HXM*!Vter|G|gw{+WQ@djA~xX`h}`b1&zpVlKn^I-?dz zX9E9mJp1?chp(Kg0R0o!7X%E`|2;4a^px-Qs z(T$n8@VvO5DCk$Fm}g~{1pGvQ(64^YY28{c*nc6v3G?{L+PBd74!SQpC@t6m{v7Fd zSij+L&D2)7PlNJt*uG_J!_-wEf0QR-m=E=bF!&dwm$jc|_|W<++vlBmJaWj@EiPBT z4*3zT*Kx$;HT?#N>;dKDxTk+|gRKPAA8@<@L+p$n2^@f*$o~N&!gqvbrb2wg`3HpG zt@Sa!5A{H_zX1z7Np1Xo7uJjVF<|BQX)R0Z*#89!2CTD=nUT96#zX!LIJWLX+-XC| zzy8I{Ur;;9gXXW%Te{?m9N)hA%tMoLjTNzVLac z-A0D(-m##6|6tH(!bLUyYrDVY`P;y>#R2O!w8D8Pwh#OqmXe}(4*V;w*V(nlQe}0K ze;41+6c7e_Fu!0pi}>OEEdAb&g5I2;gIrJhO`6~h{6l#YhWj!oZ^A0Q$e#_Go>A00 zDpt;lOngcu7K6Ny z|Ae_e8uDMiFNHhYp&iE?+D}K?`Ozo%KV8JbdTV))S>6Ek7S!Ki!xngSzjBl7+pzgQ zElC%~bN@Z;rgC(@qmu0V9Re2>zs7Zg>>$45crL4>l>JOZ`5Mwg80-o8@A6-Tk=x4c zKp*ul-Dy#=rW42;_cy~OPRb38>IL~2@^kp*B4e8|aqzx~vDlvx=JmP}_vAG^#@&bg z1dcc2qkZ0_f*{E6aXwewb2C@J$p(GHc2^&(po`tTp+B|zy?p*$^{GrE!;M=v?WnpA z{sQgE%`Sds;R82?Uerz)=tKQ+yArf1;OPa(Z*hEvnZCLGNe{I$sDgX|#~UdrKV*=s z1?UIzXQcGx??a13^$MhCWUBAOZGW`kd-6CQVYnZS^Nl=kAi>V-Ip_+TJu25f6!JZ^?@@;{ugiEG2L9sn?kZh(2g{99WcKK;bNsN9+!2rm(nFa0JBC@j zcaQ3kAY;E1`lG(OZ%>noGw}m{Aiacn{Pf6O{xR-A2>Tw5z@tQEfX3zXod2VrzHf?B zZR7PT&kmRT*XK-N?*|Gz`&(Lf)%WB6z|(C)plX^wJI@e!DPOp4-9@oXq8iTw1q?qVdnOF|H}caf(KmWw{uORtgn50;>w~fP&smp%UbGjl zp9W_ZUX6nM73JscDv00l^9jfc>GA$CHe%g(OTfslF`M&!TAR1a?4o?0Fr4r75bO7t z!+V@=XNbOkkNh0F=AB>BOjY0~%5U6-g{?Wo%@X&?UdCH(4m;B872hus=Kg7XYWTH* zd;3CsKz$frw5n`Pvgp1#(mNqr{k~?=IPiBk-$d0@>HR+$D@`N*OdPvv`Rsm@aNdLc zC;ApzohdrZ^e&h%spqk=Rr8Hcl#{xYBtC%fbnpBKItlh?kOff zf8@8%%iRSn-6ujj=8HZ*U!MMTSoD5ql$hUyL4UE{MHs002Sa?p{D9hlAODQUzHcvJ z&sUH>`F8KorOWL}An#c5e7+}iAAH(e0{WWuH|F(6YFBNe_%m7aW+$ybDG=|FzYMed zgkgFgMKC!fWv_huaL@h*OfO-0UlRBKgjFnQeXRY9>AI$0ptbY$$ zFJYh${SjfPXQDh=|8TOesRfVnqHbox`@d+9{>ryrn;Ln^RTKaH=j~N9wbJDJ;GY;# zdcrA;-Io>k*GG)4e+c_+suvT6c!u?3!r)(NeCp5mKTSXW(U&``K|fGm3B!2kPY84W zJZ(tx=AgMZA>TlG5Qcgn=DQ3BvGK4!#4ntm+QEPRi|PAv0%~XHrGjbCRUf%6{{Zs$ z7W1Dl0;b~fz*XBd~rS>Wp%}*AN@c+Rm zuK>h6-PtYIqr$M`C?^9m20`_yg z#Oq<$SfV@PV~cv`GDW|w3+$0Hr$ z1L5#j6)(frfqx*JaKPAi@-3ckg`FKI`(JY)(Bm(rhcNJq`cpg0AHp3MG&G!Rm0L;e z;V14t@N0XaFpcPml>b^5Ybg5u=`itlk$M{2rzcJTc_RIU+4r&pk){>?KG~xG$3uBW zI`tnVQ4=pIP5Kz=`R2lsm)1ZJt~b*E(7=8d6JY(QuMD$#apcmb$3xsM^Lj|+{ssxB zhhO1-KFVWOw9_t2OLK^?xV~8jETXRW5dD9(shD2Ez&{+Huu>@N|7fOOz3y4aXHh=0 zo-9vW;W|<6JZpa?NLDME&i%sAFeOz(L(b=r3>J%P+oHs z(`41>{_j4(oH^6dX1`AWe`+Y^H(|)1&|c^4zvB4rS{~0Y=UhH7-MlCrzVt@c%hfwdS1Ve zcI;N1Q=|#}#POqJ689SR6~Oxc!Q8(_Fa0tl!0;H{*Xbu-55s#X{~!$c8O963@I2}} zYtJHj2m^m{J<$icXYMVIWcODE(f6c$oOYg(KS}Y8Fz`!!|4uM(&hB6LS5J~+`C5!Y zKyc8=R;Z_8e2ek?GP9_24f~#(fH2>$#_X!|J|Pr>d~m&lc|0J@{UO6_KOb{4LE=l> z9ogGtZw$X@^Hcjnk_T(A_EES0ac_-uEJJ&{?o&)SuY< zeK+Xs^#=PwdB?uEJ>=`GAz&})f8zQ^8Cx%OgZ(eYPll_he_X%o(bnbC@c(=GeBAE2 zy9V|+3j9I)iOXpIVBfxs-Mu$bh~T+{$p^jj)mXn|MC3uy|j{uPLJYpvZ5AS$%{sxBrEY zJB*m*qr&xL;kQe>kN9Y_@2?36L;OPdEb2JNb<((NV4oOY3G@B^BEL;8()RzWZ!bP8 z^{vbMTcD5Vj~3s!H11}r3;08Po-ot{alMNl8Yaa}Ukdh!_Oj3rEl=)Q2S@_eus0uH*a9CCPb1 zRC+e?d}ztx+Pw9Rd)W6&1xrpUH#S?WgZ?P5rP2d8`~Thv_h&KQFwE+GOZPrGsCqmI z@)4YG>Aj`1JH6@!`h)Z@i|=Op{y)+EZajY=4E_rDH>{oB*Ao!t_bHaOxX+mu*WLHgDVU-6@6h&AlzalAEm zrw=_6;0*l3`ygv75=_31u>twwc`0GYFL3`(nAhW3J3D`5&(rt*1%yGqG#`!+^{Ia_ z=qt)|O{IaU^{Z}NAJ@7{93MFO3;2)uV)+sV{#hX|x7AEKeGlRd>T8N$VWm=QJlrot zeMwp9?Oyn`H_sQ=O_=sXILDOVr&yOL>Cn&249){k|JIvj9x{IQg6DhdCyo8DapM)B z2k&Ds%+41GL%kF2f#ILDzV)-WANsS!6YfW&KV-O+^ph~qkMbf6=b^Zs^-C+(R?6yf zeOOCBh2oD3f4F7N<9~G73>f7V}tU>j58e_cs+4LoWI$PE5ksZ$o~xo zy1r-(o&oK_Vtx_^`@(#RwbS>Z1cZ5fCk*)`>eq(bvo}2*>n>AC<8N#`)1vW59@=p| zgyDIlZ<7~V$nZ`N7RvhQv- z*axn6b9HLuM@bv`vm~$0)o)fV@3IB{PXODu=tt)Kwl@d<;`m!k+%hV++d=)F+VA!c z$yQB?Yc2eb`P~BjMR^eB@pPN|bhF6o*4)0gWvq0ssJ;U9<9fF}-rjTfpm<(C z+}_2^w>9xS%!m7t?cbi13r@ZSeMI}-p<=nJG~5~JTP~ItVR+u?Zw&Dc>u=PqOz(#Z zc2sL6RgF5K+@11a!m=I|ZwSNpV`)C@58r3T_3r!_@w`6lH`H^nJ=Iaypl^og{aaiQ z!>pd0T9R|!H)Ti+8f%0uWSHz(He1^7>DA0xSVz|wTszhHb2B8KmgqrWH2*0h!-bgRQ*U29C?AUgr z>O(z0PuO#$Kr=8;^u0>-hkJgOeC|-F&Fi6i=N8BPr|1IpCme6@oxbB`RGayJc<;-% z7CKhN@O~Nk3x=%-?=zO0mJsQ}-d7jwvmW|py?-OD59PgYown(#=4Nic`|{mm0wqFV zKaTR-_iV|e#r9TUPdNX6mDpE@c5i@qiS7G4)!TTQ4rkv(66`k+s=HLrk>AGJ-%l?* z`z9Fpi}tmja24^JFwd{{|11jfH<<58)__l&NEdOGqW-J?t7xGe|S_hJR&-W$LfpuCRGD)S#WXFli)?q84IjI3S#&|a;b{Ke6dAJa=WMS*@I{l|1S z_rBAqh~LK`4EtFepD@@f(s#^Ec;$WhD2P||JmL;BSi8%PvEOClARngwesL*z4XxlG zv45t{Zms^KMc*61@iUFXe7gi(fcY?gBFyt`!rVV(nt$yzDtkP{PxMy|2N8c5X7?d8 z2bbjDtGuRgmbC|bci!7v2l7XI%0vwQ4*8e)V)?#>_dH>K)R*HjHxCPUo&18@Q=9u<4wP^ANxOs_ZiS%pSU|Wr@wAJtRM9)Yem6E`HFr} zuSNN0l{}nTkmAeRvpd|jFS}p@`vsgY`-pk6{yowAV>o_xv3vfD=osK1&VMpsaf85b zAkZ5ij;Dkno}vB`=KN%s#mkcg58^WJHNyIlzLO1u7gbGelN{bb{Cyt*VW=W2|HeRX_rI~M2FZiw1AZd^PPt1hSRWbz|EGcSIxSCalF%RTECpyXM;W=KTqEn60yo=rNVBK zH^Y0`_zyqbn!UY0^hf@jeixy0FjfjyYlQP52L7Qus2%u2^kO@#2l1J)uU~i#nlJr` z#yjg8F~3u&G57@U=p)j9u180!${sa%IWzAs?Z<#d47%Nz}wwTm6$&}e^+vydwUG8 zFXkv;Ebi-(2>uuIi5$HHPltOo!ucOQpJS1$a2opPUu5CqL?L22b-GJU(CYSyS<0Sx3mfas0fE!h07j7ju7h+0boH zd!!raC-UdAle2kGGuK%*fqkdAwc|5B`(TetvqTy{hc4`$FIs+Ef0V zu7$JvT?GGz=e7BB&Ro|STn_mL>TmwOcVh~7o`dz{dJ86LeCRky4&o)o55hcuEvT}! z%kzBA|?3udnd?`tHr_(m!50^exiL|eQ|hJP;EB17sBv8UVQ$V#M^F0 zk8I$1!dr*=-zmQd_Kx~+4Ke5&+6Q6qKNyb)Lq3V~Upt(t^*R46@E^y!o))_>$!xcL z47C>p$LX$b4B+`YVLm@$&_8^>=#XSY=%_HrpOIfhM`|~0()a=VMtX`$+#k-o>cR7! z8ww^Lv-*hMk3@Oi7$zC;JfsZt1IN2D$M*BW#67S+;soYzk z0Q*afS2rp*|M{*Oz~gVRTvxyGRSqy7j$gdNd0O*J6_Ce27{*6_6u(~iENRFizP_7w zCnR2`-+=uE_P;s$%iu9(qVpt-mxQ5S;wkp$grVMN@izv0M*XCAs9#||!Nz0uc=Per zV*$CM|2N0=5$5@OiMCZk>(=)Y1=Lrw*I=B*lZWTS2R9syH z@IB{tw@CWI+?b*5f#)ikxj`Q6E{k$_5uWuJCh){U(lA<}a7Y&U?`R-e1?G5E#7yKEvb9`*^nte!O#=*9IAhV|iigh4-W{)f3f zEwk^O2mPnZiXBi~@g!`tT^^ zn&p@;ow&bwlsjdmd$s8QLUF!Fms-DU&XI=wD(V+u&`-kO-{0{nkdo_2>wE0_dg%O! z4RD@|>v=rk%z;D3zN%p~-s8B=OTxTkfPSn$5e9zae2 z$QQ7FM;P9hM}NZFd$9SbKRdstb~s-^{U!|e9|+%D8W#F}64(>U>+zEt7T?|X@%znB z)F*4F=-%SzCr_L$)we}X;q{LvgRZU&9AyRm9oPFLCUCK$-dx}>^5;q1M)!}segJ<_ z{!iY77Fz7(|7Rt5s&lS<6KZJSx?wRBFo>wf(xc_)I)b7;C?f$?|l+UyH10U)J>Og+c zOKg9HL0{3oF>Fct%=+)4^*#SEVbS}(wmjb^4C5ocgdv|t{6g|u=*gJbkgp&=Ui3>h zF}t9u++7mwg)qb)FEKp~htYj|!k{1G@6ia@^T#M(XYC0@FKcK1fiUO`(S!5zdc}*> zvP&seno!R{{diGvY+cy%1@f<{9?$SE8vmt)tl(}p2RZis%ge^tbA4QQ!}?GkUbaV` zc(zDhMv?N(SN3a<5A(Uh&ud;y*t6j9{tWQnXiu+B*Q#X}F93OC{3XouzgO2?FB@-~ z3++hX>oLwncixHa>tlbyGVH$D>!gEY%QRiVKcc(|gMX#xv0Wvb;fyImZ4`~bAELdy ze*DpLfss4p+h`xJ+wLUjoXH0Nh5GhJEmx^~LMYf1&QBQL@4)_q`Tc-5_O&nM-sJOm z|7KPF=@YSMc)We9H1Ort*!!@5!TI0n{Ac9x`KM9>!=V+$J%3Dw_=ohr&6P~n3jM|H zp~^h0P9m%l><{&eF!#4r-hGm{27HD2G5;sb&oise2gXJCbm05ds;bC_5^p#7|2U-Q zo$J#d=QS1pe{g)l^2b^G>T%m0Iu*+McEbGq9pMN$v?qq?ds2dTX%FJm7Q}LXynDB^ zVxpbsdxi00{U;3k9rZT`dAt6Nq5fg_H-`OS@4qpeM`3)W@gToNdt>-E$&=0h_+Je5 zaFjQ-Lq3N7jXlrq@37}zk^aAzxS25SLk`#j?jH!l^C&;UKo8m@VYu&x_QRfM^?>&( zYJHDxQU!mB_VT{tvk$_ca^MGz=Q=LBF8CDBZ$7B$7Q}?8!}$e{|G{;SYNxJhus=s! zJv(B*YikYo1AM+ZOG7_@?k`@iul^C{8*yCZf03R~;a{DeeS8l3MEGn*b<6B3?*Bf^ zOwqFHI9j2R_5+`FlAX%Cj%4e~{OCk*ei;ra=~ zc^lGSU)*)5adtC|hvPFGMC-4AbicEzoFmu^wSVd=byzhNFQO)2f~h9C+-Zt1o;WZr-muddIa>% zgztypdK;#Cete``5A{>Dw}$+jlN}VZxc_hLG-Yt^N-R&qZAW^dHyPbT;Z;?kY2=PoX|EC+v8=J@7lwi}?*uvd&z0$J3DL)@>9a(a;=v*fIeypH%w492)VkG8Dv_gm~em5 zCQ($rDL5DMAC!NaS?|I-b1(d_9WnQhZIgdBYOE~-eZl$K7H(e?wy7)lGt`H+C;N(y zuRa0#=p&XFVenT*|KM%3erkt!O5@@45I>RszYSab`kQuy^ETwy?|F}%{Nl&){l)Lx zLxFP}b!FV?`Su|f%XL5N!|4I)U;FxQ4tKt71$x1TOLe`<9n&{rJ4{mvJE&*^)B z-?;uiy?c!urQpKj(Vw5~y_SAD2=O21CoIF>uVL-^_uGB2K=~P+e#6XJUGUl8dyTcGjN+{!u)iQ1Xq#`J;AkAijv-Z)F(v zlVW`kN=bzHv}jKP`HS^aD5a$_xnZRg_#?5t1GYQU(w0PjB zm|sG|EWZ^>ch;D5Am=TNhyA7XKh?V?i|Vn4B6$i4gT09P$1t4F;d-SVkEh+TkB9h8 z&;Q(VD?Q;bJdg9qsNQxCs@TK6$0wB0ecRk!D?p(Z@5>5h`iJ@IsY}9nAolMtRCP!A z8%cJ5ODKD=c0&B&K(HsAU-na{PS@M}O3{8tD5rb0tar^y&|h(WD3o(Qw0Fh0B*5bR zqfltMdBOkA{&{xCof8!%&--i`aJM2%8Uc#`yCVauR z#K`g@@JsB^h4O^Qv-zuD8Z6J)3;8_iqx@G**O!TztbQR>P*T&_F4qU_AKMky$Lz}9 zD>@&=@fC`m&hXq4#QcL$(fChSk5?(&o)nLn%#H5c4*m|;PgrRtJ+EYzURov*&-*LI zm0dfMw+Z}9AF;d%gS{g^l+u3&b(8xePydH5RF-d#tskZZ{0SHLCk*=$)E|Z^p0fTd zKjFBZ>_OS2YT}T#PcR%|=7f{YqTF^2&Zq`LS^jFL6D}w{N%w4KjxBBU1l6 zC-x3(3uWggLgk;0Cjt&=u=|`s74yPa+3FyOZ>WDN6|S)}eP6)(aeairU!y*&{7l~d zYuan@H^^^Qo!Us{fqfwU<9w<+rVOwPR0n^6_MrM>*OWJdXL0$co&RB*mr?@z8?pZv zs^#6C^$R_(UMcgU&$WH9UL0TjwQ-VBp`l_hwQFcEGVzUk2=yFXuf|xFv%cy> zz`r5=8oBol`kX3}y-&|;-2N;xbJr!%f24=uK+K1Pgh5~E`RWaqhxC2}^$u~o7iu)V znOZUQBE)Z`N8|UfGvz~1f&V~xb{s$BL;U$qfN?z?m-Ko1;IgP4>C==+^1PSl#p)A6 zP0blUF7KGc?N!s^t3bVF706#)uM-l6d=%}KVfsHm)(+#N{jle0Kf&7J{~l2utex4P z=7xI)ws{t6^JQYi`bik(fA=>A|9}5)4E6DxzcHLY*#3=yKjQtVkj8`fAkIe_275z) z#O9;>4MNS#-Vym%zkt3Fy>Bw)@2*}7@<(}SIq7@WD87Pv0=5$d{X}_ah4!8N=l(Pv z4;iNKj|sI_+$!q+p)cqk%7-xApQGn*cu(^7_GItZ3$VyWueZ0P*@6_QU*FNEqJ7qvxsrdh&1DNBVb2D?S7CVtmp*eQmPp6DPP& zf%Iu#j}C4To`d*;>(zb`;PdU=b#@*sBn@hyJEhrR%GKgUi`|RoGe8ZJ*5G>ENHl`!R;u_g#dY)fDRD zEk*e`KHs^|h!y8zo^t)@>^m`O+u_&j{8ZSvbpO#g>utC{)lrI%$@J(1`6Bu^9fPSC zt4`N}y&`{fY}(a-$TTWYy-lbSc*v;pNe!-VgxUT;s8d?>z0LTuiWS+XPP4B>*3v~R zKNafsn!RaCW%sUf!o=tcSHr44noKfN6=`a{ByKm3ceX#Q>zpF0d*`VQoW z{<&KxN#*LvYeC;}yl$5E#TV!QX8R*yw}l3`bPJjwUZQ>x27N{Q)wiATBj`>t*H^-9 zey&dp^;zT|E`XLwOlC{h4d(uE_Ia!{$bviRRBCf24N8 z^nQfU$Y#(Ht)KZ2-?80j>7JwrOVRx?oZons*Dse^N61%Dzl;yw$X}gk3mD@m!}R~F zLc*}0LHQ5{|AFHh-_6&VeQprnpP0<}aWDJRBLzKtA3#W$$79yc{H;mIt$ras=1?!d z@d?9tC@+(Qu2Jr98zr95d?qK>uY7-P2G3_r9?a5H$#@6lzM{K$c}+`siW zvG2mf9vPh89w&#jPhMUP@2gY)vWqFJ9%O_4q5bwi%-(kp5|*d?^}?PWhwao4yi3JJ6Oy+RAC1LL|LTHN2|ve0}c_-~Yt zMeV><^R?f?{Upp!dIjoEN-)lZ{1ElA*NpDg>t%cKe63g7@T0xQk5-N+e)jql^<{@+ zJoqa;v3v-F{-S?iIGpHb_zUTis;WWUpAd$4fa_(L(PNpA(8u7&YMvii?!DT7 z+rrVHAIN{p79)kpPtSn;iq9*Agt@*koI&fi>h-(d`NezSz6k0Q!z}+N4DkZ}i}fh) z{?3nw0>@ ze08txD#Sxe@6SW-)FgR|0!j~Q6x|MV%g#A znmcoQwf|kMBoTa-%fFwFXGK}w0(KrG>^D|_P>;2DS-qHJ=KrW2){E>zB_UTOU zrx>pprh2f@VcDuIgN35|DM+uw`OM5!S$%ju;c#`w&(~dU0!I1?v-e?yguy={{~cQT z>sB_1zAu2|IR;vNN&dME_FKpw!ra~*!w0C19^Vi6L+z)BJEk9g$Kz}N&g$s}FOR`~ z81&;3&8$|b=P@f6I`819(@2F-vpXWDD{kH#SB%RFar9!7M&6360mpOl(>Yw;rv@(HuHtPRC zsY=J=Z5_aVP(KMneGcu5Fg%a)Ck*inefqjV2GlYXeo;6E04wVv0wu|{i zSXxig!s(pKCtoV`?kVCw}l}S|6G)tMEn~(_PTFbkU!6l z7-sQ=Fnj+;IC$B(+Wp^>C4RBzkJkSlfABi!8`cws^y(5?rd`DTe?>T?&*#g@`Ojc{ zjE98bJ}s`FwbOle;Sf9P&7bFQhkOd{Y3SzLPrE%Tfc-M+^U$nLe#s-Ofqxd_^%IsD zgYTOQ34?v2d>Cf+NWxI>M13Fn6wcE#U=PdA7=nsZ1 zJJ9&LSX7Thdl*(ZMl=5POW1$?gJC~Q^k6&BZ-@Qz`nBTo4A6HR-$hfV>9RS$&mnY~ zJ2trO=Wm{mx}+Lz^sz|i@zLePDbrC?o&r56U&7qKvG!x+kB6%jfKmhBMkbD`2}I{N4VbMM+bz*RQHGb)@a{^A-_a@7@^;B<>G4{ zAbunNMmRcq`F3f9c#ZygM9WFrQ=59o)#Cph2?@h_S5L9L2=n@^YqvGUOLlC8d=2M! z?KN`3zC9*z-j4ppb+S?IC&?ASALKv7EIzwN1}1%*nhg6H)F;C1d`IYdJmvoT3+G|I zC?AIDeuB_V;*rygGI&2y67wIzV2?p!dI>}P==(Qj=i@>*qXA#Wb=wRW`9m1&i}2X> z4(eHp;l2g($4$5-{3@!u>*&A7RKhkskN5e%EyeD@)2r+KAUn7|v6~ z?tpy3#Z$r{Pm~v7$j4A$S^rYvpO^02+qst4K%U4? zuk}(+qYFbo-dK5JP0{-Ch-XoW_)u-N& zuP6OtnAKmsBh>p|_udBfKUPdXVc-YmvkdQ`^GMeJKIs=>urJhK)?bU!^GldBze_%x zHzEJWSSt0oc=QYCBl?dqnKdoZ4+|k5!FV!OWnYB(1#5nOG1e{Mpbl;_J!ywa$U>L z(3Y>T-$eNnX7{axg!%r^&wlrNbypd{n4d8mN&dmld1=t?s1=~^SbrwW{T*SxU-lch z&t1Zm|6iKWFRmqbvgb%i6|&bU(<9>jRMx`z9r9yJ+{qU2reN6L5xy_%E?;T}^){Su z%BP>!ladV-x)6V-)CJG(W9Px^$5SOnci11H2J1)rpQ^EGp#HW}zMq?#9NgY+sSWmq z{3Q(bg#4Piw!&e-{ORz%0`k{?x>WPYmTmC=XV}g#tMB?h4h#^w_k!;opgs|X{0Zg7 za3JLq(`2vYJPjz~@nf1>^NwYb3!&bQ<4>D!vUP5(49|}ON;Hi;JFf(NME^Nm$2X_B zJO%tE(oY!l7wHW=F-CfsQxv;@C=9%n*R5uisQ!cU4>H+!;!cJ>tQYGeLE)8gyC>;G z{)PJyhAU}&!f@V&_7F5rRqp%51jv^R#r}&h>|fCz5{7t)@(U_SNUoVX6!s%$us>qZ z7n&b2Je#=|A{|-(WG-b)velQ=>8+=g5S}CR!+R^?A zgFPevg1^dr-SPS;=m*Ac!Vv$lzB9wxf9b6-BNz|+69)Q`--K0nl6+@Gyq25SyPACu zPdH=w*oOf>LfQM+!WroN%mb6zDFH3LT{wy_mSxg{joj~)^+tjWy>?LKg9XMCK)YMmN5g2;}eGb3&#sL z+MF3~^9ug&7Wp4O_3BKwV}5J9zK3VUFEDBL7q?#NBxYn*S{w4*#_@l;Q9!|eF9uh4Zo ztOtUAQGdj6KZN>!F*~~7X+Pw9xL=4Q97FzVR)^3$S+^|6cd$QU>2CiI)B8}uS@T@F z*!EHf`$l`8b#O_y0F7;Obe~^1>u}@Zlk%t7_osxjF7^Di;kzd2Bl2t3jl?~6!~4MZ z6cEogEtB~DBo*>EwC~w2WBh(3iN4o_^vvG#y>pVO=>6S)Fs$bv4DkT zxUZ`|{C~{%$JEa6GsW~@Df8*0i|llwH)e@zACHnp|9gJbM>Cy(xpMS<5n;^rfoI1L zvjTe29_G93*)jUO5_`W~7~9FKi-NivKQD^)dE;vsp2P0{31e@~ce@_A0qha&nJ~x) z<;~hzeLD6{@JdtpiCq4%RReC+j%?=oA1873pigyQ@OQ|cIQ_HFdfwXv^xKQ=kKysO zA0Z6(i}GOY^nb!a!u-A;VV*xRyp7FgW--BHXg2t7wAZ+BCD*00E>J%vdfxeYnfbi{ ze@pGvYS$_cRRjOf|Ht=NTevvj2Iv>&8-(F~VAKcJ&f-UW`2A%~oAyG!f&7n8&ogRS zVbANi@!5MD;z$d6)>JHMhyCa_P_Y}nmrvo3Zb5a`Q_p}rLna~kMnvt!|c3t@v{bR z$49^6d3RhdVwey0Az{t>xV3T*+4qly3AtCz$D~HUc^}e~P(1ppiOg=$XXH1-#^hfT zTKlhvx!wu%1KXE$&Nhw@wE_D^c@u_sivEbTv-5qzu;0V^SbtXUVeRd#Jwm&{dT$~> zUtF@sc(Fo?59kw(f6mCEL8k@cr;~WSOAxd7t%OS|i?7BODT9AOc@gI4RZE(`SsksO z4f=ufELG9pH{;k07$5x;VHgkn#Zt}f&Vvu{22A}2G>v+sJrwj6=~-IZTsSGk5%_`p zS=#tj^>gf8)iC1EGKc%UzjW=YD4_9{ZMQjOT;l=yh2t&%cvo-4pE01HgnyYXukY^* z^rQYRM-2T@KMC`C3~Oiig;_h(w?z93!Roc^ApT4e^NTQ?C!l^22Kl1Cu>R~m6Je-N zB7KQLTfPt2(hBt9`V&JNdaRe3D{n;cH}TwK;rwS8cz#0|;y=dc#DbgC{*SBcj_djR z{+0Gbh*TPLe6_ObZg@{r#WM*%Ltc0ldTcJf1O3A2@ip-=zS!qyac7@-0zt6e% z`|eCj5AJ*nw6T$x@KeyQI>?t+NQEmW@ zw2lj*UXq(|J z*Rh(3uwRe;Z`-*lqfS2+?2+(|3*~F(#lZY<{@W14ehu;`?EJH7hHj4V9xU=R?7jbk zFDur+Fc!O)wvp&-7e}1vyttl42>ht*h%I$v@4i~NJ5BV_mzhkY0_y5K0el%-;l<427+pT*3%E8bc;}c=hf3G45D zZgZn+(=>Rm0Oz~!(T{mCZ@cq&yRXJTNxivUu9565(#XlC{dEn*1FTP2?JV&#a`4Yy zYX{Ee=jViBemGv_yX-MzUble0qkr5#AggffyS3auM}54StlxYU%2B=toB|JJRn$Yg zIwj@@!}Q*EEMc&Bi+{@d(0(M9gZwf6vij_N=|G%GeV}I;_#<6xj~M6`fBzRt<*a%?BV80%1o0nulK7#)1phNO%*;^%if1EJSe-HJ3^mWdz z1#$;TKM%QHbL{a=^nYLEPqco1m+%EE)n1T4ik|wc`Dcs{*N12qordw@mq4G;zq5aJ2?6T(2>znJ;^ z!@Yh^(<%J{{sZ-aVWuC49lw4!IX(*VAJnhIK`k@7-|G$i;rA|wV{1ATKT8GwjQl$+ zjFGJAcaOcd5PP`PYh}(jZ#i~9pWzhZ&*Aqi&nC^d2kU$6|H$H1?s5(OeEoMMV^N~_ z2=@I<_W9 zgVMd0nJqAX?2j-%4R>7LESD_3NM<_5En8 zK=|cyAJ8|n_c+ZZi*_xKfP4Y{L0oXEQDKWQoF8C+al4nh+Er^oeuef#nCCBXdj|9~ z|M39kvrsG_!Z6={VjMqsd;F@QTex(C{HY1C@5jk^dbkPp zcafhbHp_jQ*mi`y#~FKK>*`5*Pe;N3^)UXQI3es*=~WH;VaT5o#qqA2B9=+-CjKTC z?}_hw@-Uxo;v*HiUD6L#^r<~zpdaZ={65jp>e>vj7hKOINqhJgMey(zNW9!?!10sa8_k@E4|b&r`^u-}LCP5JBaR`I9k{bR%@JILKNyQ$C5 z!w5sXMS4#9_3CCesSNf(}Z5(4=z#uLJjKOsL(w%ZK(nivZADNvrNk!DJ2 zrsfLTG#|pi5A2_nv-6qM8y9X5(x`y-0rHbD=p)ig81~xi`_pnu5!vtQ3;J!l`t z06Dw!;r85&G zUu}pS!q>kS7DZK=3Z3NH_b*vp!d|#%MoQCrD6v_iuVrrDKaTsatU$GBx}l=~gChU3-fF9=S876hLH-g3{$qKzV%7H3 zGTu-h%d-boo}L;h`o9a|5z?RcNY#Kpq52bkdFN>OgM4uO>;R8A$A$tZr~13@ZGY|{ zdcTG6kuP>@8ze!WFdk(mZ;k8yb|B=R7_SL)`Yt-@uI+Cu`rixsQ^FA6(7sqXTkl`= zJf+}0@fP3TxftGk`bdQ^&~N1D#TT<|Qj3HTkFCV~BMkfh)E|{I{#a4uRYjD)qW{e4q4n-ZlLf4=ksmn@Q?#Pt|A=h=K4-j--u&}{(4NW>E2I-Y zFLeq#DI?JY+O=OyAH$JkUxdNlksiXb?E3{)&hq<9nh}E%RsKS}$MG(Cn|bQHoP_)x z<#%cI^QO=zFS&d#Mzg(s-*(H!d0CJ@$9i_V75#x>mqAzpGxOYir_PL%xIZzM64%Ui3;S&(dV3kxh_7`R7h$N#rynuPSNK_Y_#O^xwgRkVA%aosE_iww!BTX zrDZnHN3MnXITy~b0so2fCk*E&I3B}sH2>>q$s?0*B}=pWiUsO@Ob31ty&r__3;OP= z_LzAK>>cBKL4KfFT6Qq#1FlaALw#K_{e)pZ3-z60rf-CSKh%HW#saBALy#ZFlbhRf zYqOVWa(UhSrtu-RKoZIg#QhUieM#dn{Fc5~W%WN&K0_GzgX>*}*?B0dpHBA8%GrKn zVWc2Te?|((1L-5o?=Kf#F6}41Bo_WpM&*e4_XC9wHqP#IYZKTb^1o>KfTypf8!NE$ zxuOx@CQl342KVEr95JjXk>6Af@frPjk<;(eI+c-?x)?3?(j6GO9zPW)c&(}+~5uW+utqG(C&YK-AvezM0u60SB>xg z>KBiHC7aXK9iHfLdo777eYZ^g3ct@%k~VSA%H&(z|CiiO+xoKWJRT44q!iS9E{nAI#5-?&^(;ypq?}p)1YrZj_0&ch*3jPu@K;xNZH7DR3S~?S<;+ ztb8x<{OazvyWfq!g#mq7eow;qzT<>y@Rz86_fjMaEEkFD<9e5{R50;6MYTZ@KTo{>W?jp9uW%kO@3#)N3>*9j-d96^{a{1)X60;2zTSB7&P#2+-CfW> z?Ehi*1EbWn>U=#>>UL)_vfVRGdlpk@q2i}vTQwA>hEGT)#f7P8#tfR z@E_HWBR0rBqW(*_f82j{{Q-X7Uz+-CYHCC$mG#7*(yVL6M|Y%yy`ujh%t^EjqPX6(fxzW-J3lXKhN zsuu3o7>WHIVQ7!}5yKaVUxfMm2*dt0&bK_bZ1O&@7w|n1u9q2(qxln7VfzWJobCS+ zhWrZU!^+Q4{}nS1%B-5QobM-AY!XD4E)?w_qrO%|SPjz|coFOg`B`x;NZ;jI9^|X2 z?-lRf?(`owi1WMBLL=kYtn;AnIDf+M{Q%CNF#JCp`B}MOv4(?HK8%m_5te59UHP~7 z;*T{wp+D5us_x!JYl;qXeW@Di^FjOFK5k!CamM@K_r3x2VSiQC{x8%=D8c%vzgQj& zYZ5(#A>YRN5$5Mz3{NC}J&}DoMl&=*u95nGa!Rkf#e6T17f)61l;1EE{T~ME=db<8cc)|GIkWV8&s;#X<3k^HTu=Pu|$M(MksdGSIkp61V$ORF_84#}s z2Sx6Y(=37U&_CAneEPuj?kMh$pGEhza5!JX$A1>DzB;Y*Lw;WM?91NA<1H}doPy466T(^HQ-yeHEGQNM-dja>C&u{O0(P-%g z_Kp3$nAq}n#QC1GC6r$=TuSsXe3$0`;@sZjBZ4fTJ&sQp_=Ws^>Gh;wzJfN)ANA#B zaQZx7oi=#Q1M9!sCD)#yeyGKf581YEPv&FwBWAm71)o$`P7cMdiJs3 z4*orS?Xltd?_ap^`vMhM188Q zbUs*Lv<~=z`Q2-c@Ws_Fp8zAj2*dnP-(K4e>Q^2v3-9Tne!s4HcG@CV58@H>i!jiG z{3p!!R|rG@I6iC7_U8$+|NX_*nJ6ueoxKJ2YjC`}!8Zp=b$u)g@79X#xy~WKv{TM; z?yu_-{WD6t>hSL`34^`hcy(#NLzk=00)52%i!kUb@`shP{rkF0@-aGx+adna_)S|p zOX8P7{)M={(zIw&hzZb#^fag~58rs>0{9PH-w}p<8vQpbpGfj%crNj);l$Iilg4)B z^fsJ%cy#QXn{Zzr`QMN^>CBx4&pH1Zm2R4h8dk{n0|^8FaK4QrD;nw}MdvG%#QY)* z^Edu42K&eTNLJsA?4K~?L#UsGrP%iZ472@X)}HORuyS^PondyLuW`n^M)~Rv{Jg!f zYG9L{*93@HsE==^X6fG>*#XwC$Zv+3|9i7I{NEpWH*lBt0E_Bg+fzirGX zhrfsWs_tU>69)dEJrD+dqx~{GpZp(d--X6!H!E;`tGVc!v8oEi$!vo)4D7{SVX!hL6+uE!_^DoFCH}&TEigEmKC= z>J=7%eWU!pILr!r(!B%U&-s$2^~}`P3hW8jCxm&vL>S^H&gVef81r)sJN`ADr*EX*TCue@=z`3HkGFUa9(-KKsGHA^n7Tf8P=U)8~E{ z{T~bOI}nC=gY*#wdeL9A@>=Te`^aHG_c>*NJ>vM^y{f|0QZ|A7kpAyw(Z_0o{_y?h zA32edJ1+F+{^+N6K|r;I9^~8TF9?JGL;8O@I$CSOdvfgl@lVGlp8-*A;4iWNpXqZ( zs|;HW_J{ob)p?rwtVxFE1RR;vdfcm;RFxmftmCd>rqWgV(YLH*G-w z32)e{az>{L>>KCvD>{3~q_|MNU-0WvqGC?eJ&+I5_v@y;&uvxF|1?nl2?IUTP zr$0Bm<#QWNp&aM)=jpL+zqhP`^#=M|hME5(4D{f9{(KrVS--I}=pXj?SN@B=XMr)$ zkMjI$)77z{hlZ*R!*<7xg@tT{@sQrXsha|~-mhWnU4caZ+=n51rbB;Xe;|+;(%x=q z=dMKOvjT~0^$CjaZ9sp-?FEvZrer*f&1Lxr!_Z#r&jpfWKLors60Hx#@)Jl&n5&#g zIKlEGft1Xe(&c)h_o=ZzDgXSWQA_&4`uL@Y-vYw${fT&f0;$cBLl@WfQ@nul5lF?z zc-#A|V(S}$)UnLIoff3S_|)I8eV5E0_G9^%pu_1A@171m%j6;GaBj9_knJLfA6UP` z)l)foe%s;xnOGhIY1`XPJ)6zpzR*7y{?CB*shsUU3Zy4DsPyz%3;RK0`Ea}(^+h0^ z6=$}4<^U;AnvZlzOxMv>vt;iv{C-pV(fg4=f3$f1(ul!-xcwJ{{}AV60xAc8Bfg)) zFnrI6Q^Lv5Js=-5iw<)px5rNEp&pEyQTY*1f{~(Y#J7D^= zm!F_qtiJ+TC)uY1-^xOK5Z~8h7|zphJlP4Ux7H7q0Qn++WFzioN0<+1`YMn;=^%{z z5)Jkuj%OT`{}jlcKRjgj>)rA%(Z6v_`Jh0y=5&$q&3V9Ilm}smx2PY4fqzIpt55kj zYY*!W)K59ZS-Okl)TMl>zFdGuMVrA3h(|ad!fby?Kp5`JVE=@{Ua7y0y)*s19auaU z$Ok6u^-k*!@lkA#0{MtjK7*`(K)#_XmIuQ}iNAy)e*RM*^b_YNfA(C&lFV7me+uL? zB9AY(Y+?Bh!)(7qAYU^*S5h`s{t;`Bn7xn9%31sqDA-C$T+r?c`fMwvk6|-h53q8u zC-MFx!{C2WAE-X~H}oHb<=_8{K|bR6#oH%g{>8BTTg*QM3IY@9%nxIfn@AoCpMEN= z&ln2+4fRX0*NB`@tJ5rB7btGg`}%uV1;_*SLve?#_mp$f+53P3#n-DkhM$|Obb!j0 ztPAISdF##Mv4G*TBwxZXKa{u9Xz$ps2fniN6oFEM=4T!4QINl*e3aU9V(ltZ*?yfs z`P`J(=?S9!9&x;27~&=Nr<^^naKza(SpOyHWTlbp(8mjQnGm?t=+bkJ@-W zIdlN-E1-W-y)$bn^<41`J;`~rR7{)_>69#{Y^r~ftXSVH2X8E~5 zE&JTfHSr-G=zTeXTJE3_&mcwcN7Vm)|F_GUm&5)O+DAt{8TX5WGGRQlua0NpEGO^O zhVyrEd=wCtruP#VhWrlgm&(Ck{ez{C6aQE_y?-U>G*!|juf`JY_aJ{edA(ab@uuj# zdYm7_^N8P_cG{iF`*;)NjrQ7EKQ~yxNA$iej@S7{v~|S*SNI+W=f^PPw|aM<*R$2e zu=^nb_44+-A68*--wW%jzqM=FW4Z+VKk7@DN$qDldX-6RX4u{L(!s3*;eQaw?=BGs z-|Eg6{r~MB%;R&HV;38pGxmW$$N6=sN{>tStLFZx>$AzV>Gl4wAB63@jqPOIuv+y0 zKODbXaCU28=XLCSP|$5nzdfd>Meo_n5c>FeP=F7Q%^MA&bo@>9iUo^Kbu7liS!N0YfAS7kTIqmP)MJ>K`;|1B{I^d0MK zn*6NYQ?3p12hhWLT=Ck)@qQhO?Q`4_|d{was`B+j?zjF~^B46m^FfCN2{_`8`#{D%E) zEZ1_VO$*(VAv2ovkzqfgPwV-mpsY3fxj)smv+?Q_^gyiI+usow9yPJPxHJgt59u|`h&|F>SF|2M`50ZQ>NR<)=zDFn z2cxn_3a__Kh57!2x&Bc(mp{X7J;E^Ew-6Zp+PZ7r$nQWu=1YVjAE5rRoUd<;WmeA( za9Y6rFDoDn`h@Zz4DtFO%;_=i^>C$6!~mW@8pr-FRIfP?@k6}-B``j{@6MHOB7ctZ zGU=%FcYKrRegVqYL?`8BZ1>~Pzj*yGAPoKgQx5w>$WIf~0SB}CUXm&y|4tb40pzbq zke9CSvE|ZFY5ign9BC35u>kf%FrJ#6>=-$>OaSo<`C;c{7SJKG^XQu&L|%km{f`$dS&?Vnra2kiuZ zt}mV+VTe!2AHtx|IG(wW$vpSKbv%D04D@0CVbS@ERq{rgqVhOYB zAG!WnTryoS`d5Gy-3Jm_)W6@q_r-0VU-wrq+ZpwHCzlst*xy3>`mb{t@X_-l=m*l* zKULwxjMBY49uA0KH??PmC7f4ceM_yOp<^<$fdA3*|>xn*P@(N zE#e1ZSZ|{|2?IT7Z$r*&+}e4_4D<`>8}i=7bK$)<$VYL!p&c(z5&V3@{qxZHtyR)5 zcX0nVv@z0ZjkPSucZzs?!qC6|e=*1h;~T5b?8&D0gqHy-ySe_@^f}kB^zn0;AC7M` z?QdL&z6u2y_0}8hqdU?Bg4lKl(Fm{)ps{gGT@T4e>(! z{iuL2+%HG}N|>F`2uA$<`gy>i`_LZ!(MXwfl{d>p_f2uWBS-7Z-1NCpwiEGdy_w39}UV{s3XVe`KdVy3u;Db_cq@ zEwD3?m(duzAKIgSFx*V*1BU5-0jm$|ZS)6r7SWnxZ=Fz}?~ep_r4P3{*Pa0V#(b49 z_$#b$KT56j#dJBfH0eiTeIyM0%l-$a_u%<+AwJ=Hh+(!~aR|PvxFPfh_)p}o z!wLKOg~Q_I=zgKV;q}eIJ4Yl!et`XrHduSK$+L$VeLpK0edNh^Y15OipM?4{y6n<6 zyOt*)PxSAEVSfwTkLmNbWAWF6;Qz4xn1zQeb;gbd`$PR3vuE1Q(QnOU+!;RlRcZ5! z_3VDNU`+Y_yUWfx!2HnO2*dkYgsXq-c#}F!;wIs-mJ5Fj9HRvGjN^|TdhgN22ifd> zU%}W%d2es2{^s`Y7#JHX;Q(iz_Y6ghUXjOEav*3 zueb)^W1&5ayS7e#x=|L`Kk7Tf%gJ97=J_8h_ayqqef5}A)8GU4f&6oF8hhR@PxSv^ zj1NvL-1qE&%e7Gw4q|;F%-3g5NgtnF+prwyMgQjX(Lp|8O98aU{ByjV>zx^krvN|1 z_YDQ(JL*QPIwQ(Yk-y{9UT>)%a||%@gD~vhqx=YS`HU|=u=f4bSXdw7{3qP**FU~! zH0T?~hlxH5qU$g2hxHt`pO~!RaQCVaM z$?I%j{q#*dKV!I=_%$gc^jZI{2B2>!|4C(IPX-^I4e=cDWVsyG6!|>R2kd|Hl^N#^ zu$e6|DJ!P%Skd&iJU@th|DTlwN z=e<_u?VTlVrTy9Ap?Z?qI}fi>UK6qq$dBO)#Io5YE5H|c-sL$8$E=vzKzAF;lXF+>+Nwg^6 z@U0r;f%@d~`Et0;v-`krDn|_Mu|L<5m;UY_7OilB#v=^tL2S>;nZI-m95B$k@E7O{ z((4*|#r-V*$hXno z5C;AsJ*=G0BLxi4CHXMCo9xGJm({h4*FMUYv;Gmo`#v~-w^FrUYxfy*`yGr_;1K2292z1DMe zSH8b6J>=836%lV$3y8ndm&slma!mAIJ&reB&~e8qwbN47V)7*f43|mn6Wb4A(BBdN z#jqX_e{aR=!+Hw&IXx|dX#tT|TN-!C7)^NpDSb(T(cFMvK>F@1#pSN{6!*z#wq zp&ZW>XN^!9E8{o}@&VK*FJ(8$n#rQ~vCuxeF7?W&dNYo_ry?K>_Yk( zL-~3k2Kz++KU=n2-?O=<;D4}uwzg7J_Tu%hpNalt_R>y&R&BKB=eLC6e4XltowxX{ zlL`8O`Z-5!Pe;GPk$^Fuo}*=u`g3MI*fa8*FziSDgLytlpx?+( z@0lBWF23^)@^zfQ_nG%M)qY&z{@%MbeTzY)G56PVI~>gMGusC8!u@8#&>zM#!rVWy z@@2%ox#nqAr=0Es{m9R`BX79fn6m`@g_&4>ghBt2AB4fass5767#}@rkY``4j~LglVojbEv{|0|c{nyxeglUStmmvInrr(_tZ4m$Uuz$qhKXCmy7cuN7 zqWuwO-?Iw{gFnIk=0#n+m7?MR6;#FX;&h zuztq*`)Hb`&0qGF=Wjj-2PKrgSq$-$$`SMZD4&adAzN;D0sBUI`<9M~46+mbzX9!^ zFsx@#-w4C{59P_q>3a@=Z=-{w*D+IBmT%90q!GRB)i#hP_U|WCSKI5}Nw^<~`bZew zyCp2U?AONQPCOs*TadOWWp$Ah+h6lr_+s#+GoN96DFxm{$TlnzH;h8`DtKZD31lLHOIc3(t>!0{&b;1*j}fG-+aBiaJTcN>mE@c zPqdGP#dk6iB1HQ+$j^Y|!*49u!TzD_I)+OKtJ}s zX#36@(?>#;WRlmS%P%TErafZ!Ed`5O&qo-n5&aJU=Nsa6`J%K@9*_Sa>x8GTjr`yG zVX1++(gE*UOyTgP~=#1|TG$z1ips_v7(zL7smUd@V& z8G9N0CDON4v3$XyN)K839!Rh>!rSES15=O>mM@c!b5l|gy}ye3w#-$#E<&dS?gt>f z4ELt`%eCC|do0U>^C@h0t=o&}ZPG(C9W!$|nvEJ)11 z6^LQJXupKvJQ({A9k)s4RZc5>Ux)2O$Df(&7&rp-1LqgIRBrhz=_#Q9*nZ`hqNtTG zPJsPk`AVT_r{2$B@%_Y=Hx)}1tsVIO%__B_Gpk>&1$)H$tGxEz>scxK{{fD_x>Ion z-^h9JJ|gmuFqhwIgHi7a-pu9kd$q6Alw#*F#Vf3R)Wq!R$d9=d)D4fr_oXx(*%S8KW*#Ej(pR>+RDSSV8{TO5QJ}cjVKgIpZ^{y*( zI&b;L{vRt?A9uxb(s4te2lat4e7{6Eb9v%qlO`UY)+1*3p9SkP6K99IKIi^*eaqd+ z>9I?}-y4eMPZ;78(zijyXmGMn72+|{zftS0XMoN;&_Coq!#>0h!muAf^-t*U(s4_W z%_9D9(zEF&8yTVep7K+|T%Ma8?4Ew>wB@218Ci+%=!KtGT_ zgxPy90>V7LvvPL+wYl@B!M#*lL7y={Aq@P&`49&A;dq;M9iuKP)WQ7?)IY-9KW{$k zHvUt3A<&2ATNL-Yteo@*>;d;Lwm8N|%g#uI{*j+sT>NEErikueV*J^1L??E}=nzGF!(>TPr{HtVSd5N8~-0pC;qVdEPsN3e>F7UsD}I*{U5{Zz7Ao~e;ki6 z*e8z1%IW^JfVF4&Gb;}!{UQwU1nrM7Uq7<)OtObCoeC}8dPT^8uzr}ORjcw^2apHG zvoNcSv)QK)gMUW(h1ng585XJs@zO)gFT$YDxc(yy{q_5Axk@mt2dNz7N&RDgAWzJH zsa#o?*7FS0{|N=G{e03F!u);{Vfk3n&#>9M1+$9X!5J!s*^$IxOL3`MK;_8P>`cx^ph@2lX?e$DEb6$_rq8lz)U_#gTe-SCHR781w<{Bf=r) z+{^f1;D6CRBCfW`EpI*m{s{BUU6Sy>+ux(WU!#5Qf@E8I)>VjiXm7g`SD%&Hv=!_F z*K@m?UirFxeF*g6`hYOV2k9lu?QKuD;rnmwRfh9A%m)dBzeM^7!}{|d%+KTYxcH{M z7@Y?31;;1+zxr4X`2zBL&j~@q!qvZlKAg{9?S>q+(=|LE?KMo$Xj^B)`LXx%u@~np zMu9v~KKl&DlzzV+1p5cre&4vnilYJNl_mPm^NQtCi*YI|JUL85O zIB4|EOlXhvL@tWT+IH^>kGGMV^4Hq!>jd{jkiU^{yXmKo@`C&Y`4`z#5>>PCfB8pb z+oi&r6?qWvk-q&Y$&K&qMepgNelq-p+DA!VP*?v8?=>?#)BOCS$l=oT{|Z4=V9xyT zX3_n4q%Uf5S%Rdj=zU+p+X{EsJc@w!82_S<7N z>;K~87pbWrga!|N2L1r;`>@q-OWzz7$ZxQ}!%6!cx>^*2 zy`ub%^c=Y9ahr~7(gD#RsB-D`)#jM^@y1J5+ZL&P&n0W27?@?_9sn^Vb;LXTK+zbpiR~_%SutTRb~-k!vJ+ zV_M5cxi>CTcuzRi;m~U>!C%;4M}JQk-p|4LvGQipKURL2_!&DTWYoR9AK>4RpRu#$ zdu@?#P+7#o?cq_&*fYm!roEJ z;U}8GK2RQnp*_w|IBsR2@AwO_9>)HKQ%c>f&amHb>i2~eRKU= z<(p`Jgh5|WehD9tI>3EB@%N7c!q6W51!0gs=7+4D-k0I^(`kOJejM?eFyv224=Yb%IHctGxlf0{ zU!Xjajz^4E(s?FD?+Xf&NA=uRW?l{UgZ?#n)TXVmx6i_Q5B+!Y1d955kbIV7w#@`54+O zYu`xoVVJF_Q=ZK;&{-9tc#QP%l;+{rUL(t3K1koGUdPT}eH$gwNd2AayZ_wnUBhAj z8s~Rv^prxU_Ol=lr03LUTiX@VO5i_{pQ!BPFR7cJUk+Cky+4Nbc-m0K z%2qoD^dIY=j{Ta}V`c;BKibFXmX$VM&jrvQ>gVa!UFr9$9bv!jAI$d)(+3_nRH>B( z{to4lZrxZgeE4keXV_nQ&`!sBeVxHR@ccRboX(mtH@7-n<<{c|M!|^YT<# z_tOwRalV8h{vrLWoaLWqm(@+QdvC}6DPis(&xT75{n2wD(1Y}!b2YHY9p9Vh_Y5=t zdA|74FY}h=aDIXO$#8h|H*#MY^a;1=&rsGdV{}2eIyL>LH){ho}p4`(+~KM`jNe%SD2368}L_HesP7)v12LAp?@sD z7&W=xy1tIzpSxJP{-R>OmsB~~2Vs66A*aKi%;Vv5u)mG+C(QkCPG8BEMvGLC7nP6t zkv}VJ3g|P+H^=4H5{tCIV82LzPMqNbrOhYh*nU<{mPtp8Oc(HPsQ-jvy@349sp$Qv zeqWv}y)P@cWcAdww6y^Gvk=RVFxN-I;BPP=VYr&+$8a$5gD_v;F|0-Y?b52$J3Sw* zf%PfUb1CWg_4oD50pt0>rMCDAr_G{#9_N2q;;o>c$6y#A=gTlVueiLbwr7`BdwD)` zxiqA~d2uDz_sb18T&wqs{=bFtyWDm&VB^qloWEB(UdR|ys{W6q?>}Cb*pyH;>?7pISbkke5L_~GJMf?IsB6-b zLe6miTp;nH?Ui!|-+yD6*>i!G`7dd=bl8tZeitk#yHn!77vzKXKp5gH>O;Zid)IeY zM)CWFgke57e!;0i*&?$eJYEt8eZ=_|Mm!}<>SNf_?Wp?(mC_3J+v z&d*W4teowS7X0?r-fT1;>;dV$sVg+DF$|P%qx(yQ`FZxuH7U|}=Wl}b9@2mFb&28A zizh+9ksiWuKNtB^DEV%EV43KDU)X=4ApF}W{{+}SLwX9o)LQjRxhL;I`G2vlX^h)g zSN498pm;^z(J37_0R1>#@gdcWtrJ7Jy%nE5?|3W!3&aa9MGo!{IVxZTn;uUWE)?D5vFPZl?p)GHjO{%@sank!_vcqXO8U$MTY);js%kW~t;eJo@_v?}HiO&yYVQUIDju z>|X}?3DtjUCY$9X0q@fzy?5U9_v~GB8u*F)xI3-mjVDtLVLyrRis7>sCF?>yf$i^Z z^HiAq`W5&K?EjvnjOPrWGj^1XMBbG9cN!2SUB|Kn~;q0e2g7o6{XS^1vGMhaDQd<49jF^g)KDxgE^_a zK_Ic=)`;{oT`Rz<-qA!=LlR+hvj!(xj}hKg2Nq;{Ree&++{)2KkTvFNXV;xPL|c zfxZwwus=ADL;Ip~@K=aS)ve~LIYofKzcK|AFy@Fw76fW97_$66X5) z=iahdb}2Oi%(@b%4O<>^mKuNMG6Fdi_>*6$26eSN&w!Ph#! zC%0e1Kp*!1_{~}S^q&WTpO_y!{&XYUZ^$l)KdA5JB(- zzhd)A^$8^%fIsLD2}69N^0Nzi=d9QV?=PS{D-g?nCHgB0Kh}P+pU(F~D;}u5OEqib z>#a)X%QK!j3;}*)zEC+$@yDOrUm%{Md@I+>kKcaGMqv^0n_(BSk4nMYd*_er;rsc7 zmDqVdVJ_b)#oWz_l6PSJjrLWgy;i5Dem?kH-q6+KYL-_irDp7c7P4)!PC){7E zdUEtZ-h&{pFPwkX+v1z=awda4QhUVk9s!m=ag&>)blwl-i~9Iv&GxeC!M$YJdm&Hu z$E+RjS@geAZ2#nhm)_ScCqTc^UaCi`b{yJf0QBpN?TIk-hw@-JiTqFXtUZOAD%aur zN%Z&CE2_LE%q*8lVmN7xn$6zr@|}sEnn^|FO5b(mS$wEjyWj4H&S~(6$e)@p^@K{F z+e!vBpJx{p4dDl3zz?MNxtdB_^5Rs;zX)fv?+i;7eV>ie_bcW1(REYkbDC1Y=&AL-ma2}6E~^@moM7hoLQy$mdCG`J7kZP|Nh_k17XlFv;4)Kog zTUWgvgT`_B)V7WryDnrV@E7IF@LiI}YdwkKBga{?_X-8ChhNx#;O|TLUn|zH+xU0P z(_xRno)(Db%P_t7Ct!FY=?7upAGWVw(&JccwKVu&q>r%D_y1R3OZ3!NUNuTN7cBdj zl_TcO;d5)x_>vay&C@&s{h@y#4DvyG-VOY4?edErd_D3m^sRrURXfm!{**At z8}*qm_h;{AXLVm4+?U6{_s-vKHhp>z`4-wQ!|c5Eefal3$3~0(uY&Sknbrj~Vx0 z4Eea(e=+P|VEknD*?Nlg7fAZS$`=y9Kcu`G?$mo7=nLxKhYP*iZfT0%KOx-aGQ1?w z2J98_N5@&0*GkNUd=mEu7~VkqCCt}5A9wC+-F~J&m**$72M~QixWD`q`6fc@P5{gY zcf5x>L07m-n00Y7y2@04S$bZ@LkPM zF810;e*W}*PQj?JZzDk;kUqj-&!`XI*RR$dHgFlQ|Ko^N<)l}S;QrD*v3?SU{}&kl z7lZt<{g0MYAGh}D3G20g@hsBMpL5>LU%li!>@VW{e$F#r)#zXc{73%%+?XHsXOlnh z58MB|>=BWCaSN=MF~9nmfAs9txq3Xm`FZp1g`x@ky?(*ZJA11us?PB9s9&pkeXN`~ zjpsMNUJahB_CfT$I?A_Ip_i;-#8=37QD0j1I<;B$S_|hzxV|9_{sHN2UFK#lX&M9H z@1Z-*fwCpjlUerjTV5$61DGdZ7{o8$rfKzX!{ zH=F-Jy`IO9wmEYP-h~Ik_*8zwBz?8CHjjU85BJKP$xVjuYmuJz9`m0SrPOf$LzwSZ zwa+POu+-lU;~{_B1KZyXu@(LQ9Oq9M?o*y_``aP&_aBuQ;5XXu?{S_-ciD~O`PlC?1Dng* z-}!p}&p2D_UX3fkK2cv7X8UJ<(!;gQ0@Pst3+ew;8vT7}=liffZu=74wT>C>QIK zP{LUw$7gCaTfYb;AFWwlXjBgO$Hn$7l&l!<^gOo?zW>Aiq!i?gt6u(q^{d#PgoGiU ziTxwTCr}?5X5Y6l%<=jj}qN>5dVXSacWRF0U%Z=r18uelBOJz@V_tgk{@FT2E;4$g3Y z1NkKz7Ja^O#6uRZg|d4SFUszG!SZ2-!T*WviDUZzk5Epf!XkM64Cb$dav4AMI_E8A z``to$d9(L}(sd>1Jz=4Ir-l3a#!P4WEtFpqVem0eLcxpZm%r;$5E)zm`L8(M3JJse zu}H6cYu>^&5$oVSyOGF#g$i;%3Kw6^f%#&&LdU_M*H8Qe{Ud(~gZ~lx3n5{!AF4lW zqVzeNR<1t^v$sh$${K)ui}PI}VUUN|9yq4&U4;sZJS!FTo-+Gon5{2_3Ky$yS*`g5 z`iT0b7*ci7q;?AQFSZAv;^Rb(8&|Kg{b8Z9=9r#SYy&_)kX~h7dAZ%@D}X)|@q7t` zJaB%5AwLrD9|#Gr=}HQVDG3ODkJ@d1?!9c zr;76>4ELu{{wmcQ%VdA+u=S--bwZns++@*xdhvb$!|eQpVfLPnP&Meso63o@;Qx?5 z)goWRMAeV5o>>VPd$skC5|qzyKZNwCUEbHL`*a)VALmOL_)G17I2ukDc7ydI;*JBH)P>q+P#^hE80bg( z2!sD5?37;jty3p%9~~?FOY9~a!TzfFyg}H><5<1Mq6HvtluxJE;e6&`uKN7Ig1WKyhVLh-`$>Q zog&&_$NF6iEs__VS_%FD?TIkh3%2iKTb*?)t1IA1V)_V!ywU!l0@As!+q)(%bP{Fgw2#YWSPlZ+v-{tsjLN*H&sOM@hl>;{1eR z?hm>vH^16HS(VSX`zt+}<4=FcJfrcue^n};StNSz66xt->1gO8TMzn&_SR#~^XHXz z^I<&X2VwBfX#YL7?znpS>Jpf5oS1)vS$r4v*kxi{k*~r1GsE=0h_J`G=~L?h9>e=l zD6by3EcGI$X>)xi4DZJhJs*ZACYVWrJ`%mZzHC2t(+l)ZeBW5u12L3OMS2Lo{ugum zV)g0%Hfs;|jP^q1a9;P%c8(+VV275*N2*Z4le>!_q)k4!NAl^{@ z#Hj|;LaM;NkRF{>-`I!;qWcG^Z#vJrJ*{2)65cbU@ezYQQUAYl6kpnZ1AXi*=BEx~ zuCKlNTpt^&cnb6j+Y^TN*ncnIn|-SmWP!bk?^_6UBLIj%jJzUT8tSjr|km`H^1AEQ=M5ai9;#Z+$t#Yjfkb z!uQlzUw^>tfm46U!TN&Ao6_r*A9_RngZ`_x!oJgKQondU)LX@Q#fAN^z<*$QpMH^V zQcl)_z9T;g!}l#1ZwT{zvXAqxFr(-jKrh-WVbB-q@2RBj*UY6b9?Gu|VLE>j_GvIJ zYpor{^MgL`YCpbSTL$yP_6BARr!Kua0R92>&)}V{<Miwk-yIMf)=o$|X4p^#G&& znYAW-YEHWY|A(S-#K2#iPe1v?KjU`UD(aCw^mCoGy4gP&{2$JzpRdL)4UdE1-%vjo zruC?>-@;ArPT2$k83Hj1A1{h^8~}@ZYO%e z{Lw#}pVqC=Iolil7l-<4G4XTGY1yINUsx6K~(&-19)4LKD!B_QZpf%qE)ej?=JWr80odV-|gYb4W~eU z(c=1qA)a8oCk*mLduH{M$RDu!x->slpYh)+ygh8ZTN0Pgz?1%ygn?U?O-SAY+lFP^ zKK%gai6MZDRfqtU? z4Eic~`?z%-+m8}j8yj9MURlT257yHX%3cND0{udMSo`$#tBdRh{u=Wy!oUyYFJYcP zSciDr?AE^xtOw=6@D0)j>r3uatIqy~`bf{6jz2C6M7==L1^8}et!nncw-3pzkN#PtVZpdaZa4EYr5=aAn< z(*l&*VLgU;sCAM?Vw&iEPwbyC$Q$`fnD19GY)brM_1XGp=(uAC*D8$yeMEmUG*ol{ zq^dPQAJQ{4@}qpp%QxJA3{5Ji9XV3;Jq?YQl9&H&bOE$S{tT_^f9BQFcxX@bwg-e- zYG-qQI}|a{kMgsT{@&lquM4}cE+owJ1)HAEMWgpPg8ra?A`JNlj%U-WZm?pzT$j`PqL8NGk6F1FXSJ?bbn1q82Eww9xiMwyL;af#z%e(&q%tq zyz@zTuK@LHc*O*%vzB3;K3l_zCE69&IR9)-w5tEe8p!xkd)u{*r-pnLeNT_^(l&g; zfOWs?`2Na>v6*-3|Fi;qINuSg9-bR7lLG4%^mijYnj!`~k$`*&#~-=vg74}3S0O(@ zdPgR!_YY6H3F~L{hYYj)d1TWjW7$yA`;u5bs#8~K&A3pYx38H0gh4<5DF^*U{<8XX zJ}D&3^@p{m`>MiGw-oBiSBl=7Mg1Vm_lxY*dfaNW3RG>T`7!*K=0h0t8RtisuP0f3 z`rcD$*Udif!3qaBA4C4wIog$;TK}hmCh^~X`r(28FGT;7L-`Zt^0wbpKKhb#B-j)B zNBj6rRSCOvVLgNW5$5@+eafS`?;csO_h*C-T1E@C9$td~(_?+Y++G~4Z3-M(w}HRG ze9S@EEy1q45!^4w{n62Xozg}s20;8oeiMfGVz9q4D&J-%_ZImp_ra_IdJ}r zneDK$yI+kIz0V>Xb8cK8^~yTF-!$fn>O{_7Ous@eS?q2u&f&BhN> z!2Ybn{SlU^qWuTQq9F&Sb?m8locbG=JuQBqX0fs^!}$ZhNUQIWEhT*&N4SLKG48c= z&mE8LVgD7!cha~tQPta5X*sob>gV#KHhnVa1L~iX#fwnqyj@&=PWF@gOeEl%tQP*u@#*MIl zg!)97?`KTR$=j`MG6DFH`bZf1$NGfXd5e&hGkOSfdz>U?YIWn#F}Ur9{%cZWhYsGa zhJd}}d?)L)wT=lg2YDd9gke7!=QG*Ub>Zr=7FfUF_)})Zt7R6feI0N|@l_Q4vVt>xd^G+_cjbrx&bPohCN@^hMU#MbNtcgQzv z#rj4V{EI%~?%KVMCi(%tk)CON8{dE3QUv}I`tkE8WR&3j1)Q%-X~)v$ z%~N5&m&y@ydvWTPBRK=lSdO!!u_s z{jwMA3;hjY7$4=~G3l|?njCv5M|lwD^6~JOD>v|4sSrf;d90MXx2n%J$-^`skGp$S zH}8KA`3%mNFvt(%rN`Z4Q|+qUARoZ_c?QYlRvLxF|JzZ&JePE_PWru0p6>q%J^$`e z-8onE9x>X-jQ$H9{SJ!Wzeo8JhIoMV&N!?*JghNI$(QJv@yf4l_xaDTUrhB0(|NLx z%E8`{|AaZeSou_c+?)#bg#7Ue+~@5%;3D@2Uirl* zXEsalct#lFHPSzO)90|hcmHR;w8lKYX+~UM z2*ds!jz34~@^aIq69A*W5Qh8?=R3!#^W_bxBcMIXn=t3koP_T$`bMgNzejzYQ&uM5 z*~xO!6We5g!4{!-*;xRD%YQR*T*kE`K%t++sOZUZBGlQ*Ve=S8II>86*=NoHyOw; zaK3~=K3Lz!y0%gd-e0`K@C-eR3wlXFFVg3OnD4*)%-4IEJH!#>kNQX$;tTb^?f$u? zQBz_67y0cIqx?>Lp6I?c^;Z;F5%4LB#}gmI^u2@7cbwPqF(xZvzX0hc%=OWCv5jBT zjB#qih+f|n8Yd*bpXUDFcm49=S0hG&y-XJSN5Y_g=KsYofARO&LRO#Nv*1{Z&Cpi?gF$~#-t*rIZa*K|SNXMcthj%MoALceAz|=;HvcUL{~^Ag#>-j$MfJho z;Ch!ZPn8FTPlQrUdwf^6)Qu`=Pql9PAC{ z?caQ0eCsAn_#YOouNRmGuJ1GAD)eV--_lva-~ z_mu~JB7cHR+B1L6HHZ8R`A-_2GrjEbX~CM;UL5*K`>fPEUcb|>-rfI{szC(Dt2|^6^gyRJdPK{miPV{{d@-x^& zdD{q;x8RSFUyC$H-E~R7Dl=0O^BuzSGf2M}_MrTVF!$e!#^g;7Xf=iPHPXB2$f0kx zLvta%BR>iA{ASVBjkn5Q{%=2E(eupT?=Rkf^*-7gVeps8AHv+<5Qh2Tcp;-ljJnjX z2>cnwSHh6bp?-vThUKaqSj_b&#BcFx`}a=Ep|l98+?y6jM52XgQxsZBArci*+EtW(=iYN>zWM$6e$6~H zXU?2$&MeObpPU`eFdtZdoz|+Iu63s%o=5(z)19#WUQHO>|HS^*jW;Tt)p<6YcgFtK zP28JO)#VMWmyo}Np?zvET2W7D_!!Rrb+In~=L1ClA4YvxSGeC|hu?Kx-%EAw%bNNz zAf5QV*DR&=BP8LyTdMCB_8X8%B4!{I+QwyqAFa)(sm*ZP3)82?Z@*&6{!Vte={|u*-{;>KiA4M4aIr4{1v- z{tjUO--z{Ipkt)0vI+9nC=Z0ezTO=fO?X8GdyzZ-Z|AH$AgU6{nc3S78}Q}F^hrU*uIZ}k@tRE z(S1w&-e-7|bbd)E9;J;8_eJ|YlnzZRC z=tnyY{Kfg9a#$}Q{e;3%-@9`qCW$G(qlkKz6(@{`J8 zz1ki#`?|%sxSwaZDYS?3L>TV#1 znFaNce_O{U3>X}L9rVpa%pbzQPs~pd=Hp@I5kxO5k7U?pLB8fdYef@=chBwTW@ALG>x(gayu+hFKQaCytXN6oBdqe0eP89%y2~LG zTlLA-}dAoW1jgey&_A!#Afo#P;eA@=oQ1GZ=o~C|h%-Gn_|7`utpTre>~B zQ+!GE5a#miS9$-@qO4VXJ?_`s)8^3OWf1RS`~K2Ro+fY_k)3b!-y5IzZK4C%3#6AY z>3dW1^J7H)a+at{F?M}Tsg*Qf``^Rs@^biJlL3_8;`|es-&GC|RXubk9yDSbp z(4^GNu#hik%Gr6I;9}zs^4~=7BjfxKmZ$d?V;Npd@)lf~v_*5B3)DyXBMjq5c?r2- zR9ES{k5#-_Sk2pK6+{h^N;=Qap*U^p!7M65A|(NWA}p^S1-c-c(mt)L0{To z@b4I}uySJ>Kf~-i0&9=u=NPUgdc#fB)eb5SVfRyG!^a&;+TE!f>>KJYVVFPEU&25S zj+ZdVFY+_oSIS=Ykvs5@u)q7#Pqu+v-oo$n{;r&_2IE8iG0fskhUtDrEMdqWP=EM6 z{I7@Fe`nBr#NlF?59D8X^S7>dA(@bB0@!$m|tVUS;>_rT5x1&s%1bA5{# zcJSuv=C$CzaQqRr5+z|rhw*qUVy#C0y}rA+{ze4aH|F%64EaRlZ^Z6lMiua$7u`RI zjmYra>bZRz(1+t84E})Hzhb^|%{w9JSDKh#5r|>Ejs7^Ix_`A}g9nUICdl{6OP781v+h#o-7J3ju%YY)ykt2TjsMtzFXitzq=HxAZ!SU*bpdvuV> z4LQ0`6&uyRt3&Qy(Rp#CKdQgs<(d7|K>r=Z<0Z`A6ON4<(A#a~Nzwiwj*l?#6UP^2 z_hH4Jz(~-4v+jCZ*oyUsWVCJ>%u;_o5)c*eFq6w?4 zWnyW6EDAB?OR>FZldQT*rJhh9=R5j`O2W?%b?}}W%I6{TpJ|TMOXW`yKVsAZ_Kf+x zo5u%)fgkvN%!m^+Mz}nO_K<%utNiY}S;{~>iuhqwM$Ah)x0a>p$*Tcel zo5#i1y}pK!ulTlD`C(#o8IjCQ8QX0uA2So41VSj`{Ua)># z=T|j$`)l}mI8LuT@b)17zoyu@zzqhQB0qw@qP;pkL32V=^9$$?$A5ftjA`CUbFfdC zKRDs%G+s9+7xWp|izm*iPfe9|g7KkzFdR+s>WQ3&&+>026uQ%RPt>~(8M~>XLmbJ= ziLYUn4qG!7Dx{*t^TBXA)j!$S`cd*SCCJB%-ye)64C6(8A`Iij`6bNrtE`;GCkz)6 ze@<4q>lkIG^ZlrkuOt*6&NPAfM*f`|H@fcwFBf><731$yZacnN9`FMHhVyf3$E(`B zyUyURsr*<&w`R%N@=uBWQ;0#nsJ(NhPfsnI%H=iQKA|FgcYents(-p-L5B?&9)o;h z{RE#ajvnSu*nPj)g#1%WdR$6_{0hcL3HPUryx_ebQa&}CgTp}w(rz6k@pXio@(Kf(SP zX7^Q+HrGh3{i_7yL3)$UeAe0Jvlhlr{nhPz*mL(Ui02R|2U(upe02}l4{VPx#0yw{ z&SKXs;qJR&&(MCI+t_3g*lG##PUYLXI$w>d1${^TI)|9sW5OVx*gj$KCxp+;He90h zALNVBf1g7P`73HK|3;8iL_D;I@{=-Ar*NjtM&5tQ3g?cu^qzw}<9Jin?oC?k;>r1) zlKt&cAB?@<;z zW(my4eDVAf2L5aPi@~3uK2tg93)0KJXYo8?@CQWC)Z5v8&i#gb1J2)t>8A!h%r4^k zaly6otbv_cWeyX+)4NYt-Kv}i=U%ZRzu-??4K~_NBT`Q z`^08l@Q>JEhC=6f+m)jAz-aM!2*Y^MJ`(2slQ765`WN;++b_R(>6gL92}|Tz{`q3w zG1r9$bESJo3=y|~@qzt2pS1I!4>33Tyx)TKUmCU}?(k*e>( zOBmu)l)p=>5<^=&hjDrtPA7YFDfacxOalcdNB?js@yD(3ioP%&^k0|iAD`Z(H4E$u z(sNmE=J&>TYCL|step@vjyaV}1dqWudNBXl0 zuSG>^>T-R#I{Zb6v_c+VZ(I$#w7<5C1lPZ-d(X;*S{{M*9rl-feBr~OS}n*2AwAh; z^LHl(dqaKXSB{K?L80Xz;8!~g>r0#;R?hNUITjMemLJvRm_NyBYw-FM6bAgo`MRbs z=y*dV`V%GmeA2CoAw9Zpkmd4}JM!-yx!c2e zJenJ}U8ix}9^g05Pj0EFO`?7^w2%HOw`ugP8*6M}KMv`=ZSW!QdFn&154UeLRd`(4 z3jJaKcRIbeeJ8XR$OGEjyn`FRl)u^m^ke**7dPXcd*&P{$N9{wnBnw3cN|||=bJq_ zYCL~E-0#Kt$#)<4?9g@5d0>>^{KzHR-4t@+e1yArz6rznORpVXK>A1JAg}Gdhj;+z zhswdf;P~@nGe$WDr-Ob||A-;JpzjIS5~K6lhc27Cs?D1D1Ucmkd!+4NC_r_dVtFD#C<>y}L z+`7ow=Xt*J-u0~CNAz>}{qB3;HPhwPzVPo0ItR*a+APX{VS9uX*!g9`JYHhul{6m( zNdaHgE{pchQQir|`)xShLgme>xekN5JtNJ@>O0X#ah?59S-&yI(k}S}SY}@uzt4!eMkK!EUiiQ zmSJsbpW)eLzX-#5H?(I@Cr)g%+o1#Z$SMxVE$453G;j(Va|Vs+5RKLY`=mq z_&4g$dBqpG4f7>zBooE*Uy2y=1N++HV-o-Ui^1M+{ujgeCjN^-o-rP!_JBU3pZY5# z|3c;by%56idR9C7z+NN2S^b_QAEiF-=RYaxfc#Q@#C&~Q8W7&IY?A`;3+093S&Y9} zE^9;cQJN_|<7kTz@{`!#v)ygWJvLXv`YKX9KEhz{4FAP2|F~XeKx+l0_!i7zw#ThF=Oi9g1?_59uHxtkNU=%4SBl70Y40fc?GL+$6JFW(52Xneg%RGkY#MBbP+} zsZz}+diefbD%C`9<>W!r-^#9sd=buHrI)~9$!u%bf5iSP4;aWVj*y4^0_t~_eUSV@ zxA!prIDb`5Z>PUpIuQIf+LM>ARoS;QWnjE$uU@9wy;yzXB=8Hz`?BIjz{;w5uwKLd zsx=#D%>OkW?BRAXe;8)x%L#+NB0bgpvzDLxlnm$3Fn+6^WbBmm%@O=1%769QU*5gb z*Mj|}`l+e{(*^OcUxfX?>VJNtd+-7o`k!7bVV>W4WwpaL+<5@p-$VLd?UachYdrwY z=b`+)y3lo!{iS0-&qFc2gdtuv{TG9OME^5&&3o7}1yq+K#JpG6! z_)FX$Cd~6cgu%XI|F36tJ5;Jz1NIBsf9+T%{o%uUh!2q7*A2dJudff`@%0;pqua-y zm7QA7L0TuAf*rTb~i;`BPSIL-R`*_>1(s+q3Y& zQ?FMLf8qSSD_Fn$>Z&W9HcA~8>oZ}nPyO2AM)C)&oV_R3IJ*0jmOY~XdEorKpHTiW zq9j6v-Pe47+wIp+VLUh=pQYXvPd50#{#P0MdHT)J2Z7 z=IzZoeRT7zS8$#O=j%&K_q~CMIq?3$U@^bGH0Dies=or`NBRl#_=;h6-tDW=`(ckO zhk?ICeg7J?@S22#8N?T;FNERzHPXY%*?n48&hE>8Gjkj=@cJvzXQYoX$Un*(!z|zQ zZF|+pp_Eu|v%a#bb7bBMpICBKgu_fq8yea|rS&)+=^hPeFaBXgAI=leA^ z)v3d(<=FYO@44gO$>q<0{?T3#R@%ne$8w%8{GMl!SFF+j>^0Kg9Q!HrV8ZB+vL<|fIY$S{hTH7Ibum49>4tbtJ(TTsSxt7`2Ei(CvOZ$Q-Sf} z{4>nrlV2UpWK5R+?|j#ZMw3o67}~B zF?^5xwJ4P@UggA(j zw1@Vh<;ThuZ=T)+e~ja8RZ!0g-MAR?fhdoykMsWY(9VYbke=2C-zsOLMZjOwm*4gW z{&e!v1O52TDy}++{WNhw%)Vb0ICVb-c1am75|X&dt*!TU)gkDuCRv<@6M<{`)rwLfdy zx0q8laNh^V-xim(%f-JDzDN7RFgrg@nD2MB<-F`FZ>R?MiBNtCgMUVTxBb$4WjZ}U zFxw#kUw>ZBdAPnVV{t9GH4?UmzTBOfn{t0AtYg#s}l4JKL1hP)ms$UCs!+A`x zya;3uY-*X@qy_qp^vXW*$ap(89O5G}{{*u2>!t1}OoHHg+G<~VNhRepBaYv7sqD;xhrq2o+S7JJz{$& zkYBd({(DbP*e^zUJ|A{RD{jC!D3n)iS`DKQoJ><81;6RD!iivRE6X#n&|GNL= zv%2uVL+oF1?VINr0iyLi)>r(dzp6&o0QP5)A05=~KIBaO2>uSsJ2>jJdbZ61`f)xw z1itT`71o*QyP(6bRT};i650NtKxw`1%?H<2Kz_vf$}r>?32*z9Y?nR)=HEm-9wo$( zpBBgW0>aQA(ytVJ*eiWjG>o6VN6hJ0$}Z8mb?Pas_mDoNUsk&`l7GQ|xOjaa=-7E( zcb(NL%-#w*E>Zi`!{Z&>{}*&z`{kU4`CRA^+wT}&I6`QcvVr?5;`Nb0dEtw@XM?Rk{*XT9i+#4`M;1fA3+G??dfvK#@+pwd z!17Khb}IdTTwwN7(CJRgfV}mQFdry?stbpu4>6Qv=S>8JVSR=4tFE{_a?$-`p#La8 zssX2#|8?T;#Rv$)dX?G>E4tcK#To3OI9?N|?w9M`|F0hBKVg=?6{uE~_m_BL2Jt=i zr#5X`xWD>I$OoW4GEDE!2-J@Lx6JPT6^Qq6e1y4uQhWHq;Mnse&_A}P-to9m=+isU zKI$`JSPxM7=2~gL^P=~Skbj*Is!YBA@h6-&wGqn`VVDmb4=b-G{Ui+b8QW(#rG0yF zJ{IRwW2VxrOmETu$dO+f+Y25jtBB4o;CM9l9opj6au(<({Bu}Qn9W?UC#Y{4h&laT zbczG4pRWUdgYK}V|kA?Ln($~dt*6HvFCq-IM2{b+Z^p=_5 z1O3A9HCIk={d?>Rybpx)t+~JEPLX9Lr$@7~_58i68Ws-;G+P6SrIlS(A)kZ&>4YdgxR3t_b-#4l2G&DB= z{iu)qj5qox_05L%36HAluvaSs^cCsv7j0}^VkHCo7w10&gdx9-{3XoR*Q^}Ylk|OT zXFHe7To_+J@p$_oX7?`ygu!0p_z8o2isNTqPUkNf=JMa~f!eoCS}!1fNA#DfS!U=r zfqlpJ^!paY%pf8XU5O#Y&|P5@Gv{sqv#IwkL89b0aK&Y!r?pu;ro^E4ozRp&I=DjoK$n`&9xHIlb)SBYc01VQ3HeXEG!^b+^nUXb-

    E{qzGtUvd6S9@Gp9&`^Z@(loLB69#!SMcg=|M6p41pB?En^*LM|eR?CjZ$)^! z;SaB4o-iJ?f2M&0F0JuWo|&Cx3icSsJMh4?@6G2#_xZ8^fsy^X{nvIC+Qa!H4E`9$H>l&i zOt}XR5I^JhgSxIbSLS<;tw#le%wxYlJN}o`H^{=z{N(WW?0m6c(4=V%mU_FPeewAa zhI#zR%GvsEu;luh<2z5uGWi_5$UoJ3$rG?=Xdel~`W)>e!*m~5K$zt(8RqffkQ|pm zi{I^q_#W*aVX!yIuc7W9s})8|ga1JO5C(fd7N|?nzLvNJ*%DeB} zX|CiD@%%A-4&TENFwFcBVL0D~^GO)u6I^dGOz(H_?9`PU# zsGk=8iceRTG;{wnGW*&6XNwgf-)AhIZ^G<+lYlVDAIb}1_`V$m`jFm{C6BWVhu8r9 zsBa_78yeFe8?g7N1fv#}`OZ@72l*DPKWfRN6W_w3;k-GHXOw4I=GP@ZKprsO9o^r| zpkIe+Air3Dbkb|B{?p^&eK%~M;a1|`=!|_v4WBRZ_0O2KrwkrAKL`3yzQ%02c)-JD z0o%_IjGeP7&?%w;><#i~>^d2(Uz^Ioz92ngUre5>(Rn$n7m)vip+5FMZfl|G>8AVK zAB-PauaHx9t9kF^U#y-B^^xCJ`yNmE zWj=!26RYR})o-KL0KF*RR%eVpA3Lq0K=;1{Q)EXcO!YDBw3gbRvh26?t-j5$pN;jW zq!?Z5;c^<<8zj~z!XUpWPlUPtG5m$-VVKSTlzOwU$Xn5T{WR4+u~azo1NbwPuW6ar z0EgZ;pK&$ORsWxQtIo4oHQ*TWki_Q}xKdf&aG@tnA z5$HS0J7L(rMt<7NDGnYaod);I38xi0N4Uhpeglr*rhdwg1N{!N`*s3b<(WG=nTXy8 z!|~g$I{o#x^dW8^Z8Ow{j!l#SdxQ4YHn%$XyY)-1AGQxRe)Sv|2kT>ue{8FDUOTM% z0qX^%*S5ay%xBE%k;L}+rap^&e`@z}jEP-q@y2m41<{$bivyZ#qs>AfL={k)pJR_nLHeHgSK_L=t0 z`n{e&yp7-6=P$Z-NAWu3Tk!iC9<%Q3w%Q2vA-ywB4f0y!Sqj8aIbpWGnh`(DIDXv) zus2vfGs@ThkxV?y7xHW7Hxq@rp;Op>Cc&(Q|0U>GiT;;^^=F;iAt@X(1M(YK-=SCP zm+*^Yz&;?o49}zb4*qHHw^U68{WTQJuftBIhF97`IA4PFI?C8}d+{|6+DG|w?6xxE zmtiqrlo!H0UU4)JJF5C&1<;H0?|55L7&*)s$`Q|&-?QuF(;x6&AjS_)i{rCx^3$L_ zw0DHLzi~R|<2(7uDp;Q&f1Tb;n7#LD9`Aq7O8u!XD=&h-#_`W7+&uJ9;=+!#N`J-U zVYpFh{J$8!pZ6~Y`o#OK0;&)G!=ha|y{F5|KhpSF`*i-6l|%f8`a0tR(`yCHQ)oR zhml|N)U(%h5X6DKXpiYVbiur-GmZNuZj)9g`sWEN9>*^H59}S)M-1x=!mT;`X0MC` ze}UMgcmDMQ%KqTras2a5^B>(n$bG`&jKT z$SdLCE@KBIHh_IWd0g;Q`fA?i8{jY6VXjZE>aAr5)jxwiqWlqt^Gv8Ou7jcmeN>Tz z`q;j!=gmjOaiaHcP=8#noituFUGzRJ+9%h?yEnb=sxGsK#^W~WkbhLH37r4L_6Y<1 zINyYUe&mnaQq$%Ao?Zn1gZ;a0Y4Z0K9Pe~a=Z{$a2zRX23T%f@D1HAIE2k*rx5LH? zSN_Ev8|5wA;j?m;|6-LD(&)daKjpqs>;ElRULuA05k}8)DWV_gRX#0={9)yWlrLl0 zLqh!ilYq5fNB)xG)fA7i`nq`jnb-eF{HJorPa!|uO_y!{JG2*^mqPpDZr9tq{_QQP z$K)RggS|m|-Iq%AT6%b_;s9DtG0gVk-2MJ69q~hSUj*gVJ<>ZrO}&w?pWJhnSLcoo zWd92mc<3J;@cuRYPe2O&F~c(@K8yKB7`_kq7ehR>rX4PpSotpod9nK!LqyZ(UkvL3 z^zYO@?9YhLS2B9Q{$l=$(L?_$XXWso5AuuAH;?p%;f`eQ8D{o?Fzk<_yn2js8FMY! zAM7Ra%j24Z`7+mB_P&f@p>Of2y#1o{48z6r69)T>`#FRmKEwPNtIy(*g?nmK+A1_5 z-oSW%;Q^tf>l{74o>=6ar~P|&Pl?A8DdP4S7U2B?0mG*$zegDK59O6%w!cLf^c&@6 z(Ft!CUxoV};wYa_80=&ICGJmL4Q@l%S=_gQujtS_+tB?)8q8@vRoth;91)ZkPpE5A`J3@<6W+Q zaoM5tOFVzIJbO*UngbJn9vuJj2dc&a15>~sqdcupQ|K8x+Ly;;D?S(a7gx7I|0v%p z*R}jS`}z&%=gM#W=3Z^$@ju~?bbeW|DtPREMYGd9UR!nL)|dXD zAHn($=~;Dky#C7)Mc@zG^VOX{o}RI|ro#{_U)|^Sl~)O&5RW528J09z%NNiQXs1c#bgq zZxiQZ{m>t64k}||y)C|vBp?j_9Qn=4dr*5DR5H?!4(r9~^PX*z`rmvZ#GhE7FqbFq zHT5epgF8e2NUyhdOH$^X<1in{U&7#@sC>)FZIf!RL;j4~Lk#+h^5GpMczm%i3cknn zi+A|m>F@7~{s*Zmwr_-Cy@L8hn9nyWXX_XCJ=W{XFxU&Ek6|_*!oV+-7xq2NPqX@TKZ>_c|0`k`<`en7v9X8t zq=VmhK44?hn6SMQbGSbv{J;8G&iAu6{?@SUK3*5{0q9SC*FAU`kmC>XitYPGgj}@! zJsbXyf%59xFy)Hk)@M9lwaKG;@0Kar5bq*?H#I-oHsEm<CfzjD9=;&POBO zvaHLlYtfg%zhi%dK|XMOMi{vr$z4rq5f`*QBtq)bOU>Z^S`a&Mat0UqW{n0_kKpT z+kcqc27X{UVThk_KKvFwG#(i;8P+>i;_)!-Az}V627N+#q;fb9(jFHReXN}A5BWv> z8h&EF=)OrGY>zO@XR&gokA7J}xm_lefc+bY^$|-QWc2@j_IlObrR@Bgz`yfjm1P#5 zuz!r>^EWTB_%r_z@E6DDKO`$V7VYrUyW!RL) zw`=ynhK62?lw4^)ov;G)2fOyISo=-qBls7TpIy}tk{@*00r4vGcUS8cO~2w+&<~_H zq}wU0kj0Z>zZ3ZvGOa^dcDz3LL;ODEOyXOKe!F1)aJ|Z~EyX{CL0?c_2=jagVXz<6 zeqzoU;q9?X{?vZxh)H*2=qJwSo|0}yhE^{N_r6&gnxGE(TBJAJp!ep|NkjR52*d2WVYo}dqwBNJLA;3lhrhbLM&nU; zxW9n>+8eqm*}{1Y~H@DZS~H2PGAqwUmlS7GW-6MK~NvZ!!SEv%P?D?GtBJ6frH=T zj1+gkdI$MOn8&ZI{46WKqtd7Uj9uKHM08!1>$W(b+w%xdi^EeCMCZG3{1JN-wGa3# zg!MPl9}zcb`U7E<+&gM7;;vF?(NiTJ&mGj>D)(iw=sXpUhcMrtJE*^T>JH6kAnz#O z2lMM2p9PEr`-1Wj>38NtaZ4Yb?~hU}NW0+mjGt$V`c?Yz*u<;QAL=Jzkgs+a#*gh& zIeQO7!0NO8$Y`zfUtgpI5X|FzMu*;>(vl{+?~e0Ln6JkVO^oyzD0zC{N)U5-oaAuT6TmOb z2OS=}qQ$=K6!&L@VLoyG53kriGqmN40$X1lelTME;1o!|c2zVelXHJ=JIX z8&ocD&&r#R{yfpsiLZB$_+R+G&O#Lb3%fBT%M^M@{u^c*oFG@N~{m@^=fQ{Te{u) z#bB>-K4U+<=@{>J4&)E9VBq4t7JcqOIr4*H7GDtN>k&chwv>pjciI211VX8rM2!V+ zAzr}tgzCZ8m5(DJKZo)v3{yXm?$`qM7xA$nFP{&drpNO&$Ld2ee`|~0GeG-K81jio z55w$yBg6E6Z$aFEuyZ#{28_vxBPdIp`*TX0MQ$_{cBM# z*I6+C$p5$<&uXJw-@$no193b=80mi$V$Qh0MPN_SA2H0%#}S700@}CZH{G9nGB^bJN3<6wHd|P!Y&i+` z2FG(^Yhdi5H8c5o?!?7IU!q;Iz<(jXPh9_OU99s>C7tL!aZmDsRe6GRXTm4DcKqS} zzy#*YNIYJ`&_15uCk*x#<(-w&d(eVYfe(8O9BBye6{Gx}YOG%RBI`1bZ{l^NT;1Nv z%Cq%Syv@V!rn@G9eL?;b2Khk#5QhI9qddijkK2=4X$bZi#}j`zDWP$YC?3cD7-sSi zfBN@>K80Pl|Bp{kwNL$TB;+fQe+;wzdcxeF#NVA#ms9nO@6X1+ba?wc!wUQ{_5UU) zZ(V6nrx}c1!tB05{QGI<*H&MI`y~}hKNkTjr~hj)4Em1zI(^CS$^KE2aQ*`MOPI$qgt>n`eOGAK4N~}DPg+pqQ2V=xx6R%Prh8Tq8jWa#)E_*ey8uT9O60Z z@9rt{=U$h<9w0t5Daw~Rgm^dtYzG~P-ce%lx1 z0pkP0z#ppLG{0iPr}|QNPps{aifdl z_XB@$e1st$p!!(O^F34!_8Z4@R=Pa4sOO#kVdE(umi{;n`Bwb?EMkx+?C)$&VMxCt zIxzoeKawWI?lE;#g7^~UH7P9gr%hs+21rdQ+9#PJWtJ2=a*WLh6wI&nnDC@5Q5kNF6CX&1F>=$j@MVsUH2u zL`LO+ydwRnXSzzoEd=2JVMpe`%=$6COX+Q_^aW+5d+HR1Wo#pBK&_ zS5vDSFWZOOyO23v({;;nm>;Asy~%3S=@D&k-WByN{o{|<9ZTC_KMcRmNIF||bLoq^Gda1=A$Um^9(;w>pazCF1%ie4A^}yv7GX<{G z9>e}P%Kzonw_4n{>%#X)&*cMkv!7dfDW^(!iurT-lc8;zaT3@&oqsXx2jKXwxP7{L za_Bs;7Z^`6TtV_f81fI;-<1>=t0VfOz^L8fn>vy^5ppby()_$%#?XZ7n9T?p@?vh`5b{pY$(GmANY zv)=xlskvSb<_E`fRpXvcl3oYC-n<&oIAFu7n-I^Sd|Zv(qt|ahHpG`y|JIGgYJVeP z{e|PdiWvMi=5rW6OYtsY7!Qswd*xAEDVuFPe##CWa5PMMCFnQmOZItlgQg{-^)umb z<=;oiDe?W(oO{hD4F=ir^$uYkuU+dh?n!pfW++GgUfUKK`mnA*QkvxZdJmT$vm73R zeMEY$-<^9V=0ylUzjnRqNaoZ#{pBu_d|ZG1?p*z!7eEj4n=s@*FrH_a?Wf+DIJm=) zCv#waP`+-=xTdygl{$IKCT6*R>ose1P>Cl_LgwgZ`7sxjkm} zH_&{r@)TM>-pI&XzTs&rj0eZhunX(&dT>7(RSA#>TyNf7_P6u;com4JP+o5)1WcN? ze;ddT`e(whUPOCO80NcOeXwWkFkj!Z`fNXnVRnB1=Bt(cy2So~c$oS_%+Hgt@)V-~ zmh|k|d+c7qeC!tMCt=Vh^j{1!e|~FL&$F?8Z}R!S)uy(w*W*;!k3fFs4qj8Hp``%) zI45q8FrPod{Jb_{um?DQgn9gwYrb=+d;e&NH&7o4L%c!#VL4yV<~rR@S$+R7%ooZ_ zZld`?y{$KazbIdXA)Z0|e0$Pw-+fupFn*Me+cr@Ph6WA>c|rZW?UAzH{)#KlN8a{* zbkw1CILs&d6T)!*fWF6aSbyOBv2uFfR&YDZt)a|D^uKQG|Bl@6nP18rczk*1{9ES% z&!2-bp*-bD`<#B?A&m1c&#C0YFq>N7FY+sIuK)YTGy3y*I&YK5#nbuSV80vfUEaH6 zwr!cQpf5O{e2oLzI^zfP^<{on1Bb*R`(b=YZ+=%3ISZR@JU+Oq`pc=c#|+3{V)@<8ho62P z*drY8-N!$q?1D-mUZwVb4)P1}7!2_i`m1|mldOzBMsa(5Z>_=}^?8~~Z>YU{A>DqI z7mD^fu)TYNN{NB92Z8=<5YxkOt;CdnG0Y#z7nO5=!RoX71%x^M1sy*ZjC9!iKdj&5 zS==Kx;2+9g!MK+2rQO#9{YXziyz0K5b4BmF4HfrK80w}Kk3K#G_**0Xo?&mIhcNI1 z=Zi4tXFJU0u_!rJuuRed?k}T!6&0%K+1-xj@$`M!t4F3@TLbKp!AB`#~yc9MH@*)Gc!fIieG zhS_<5Cyq`hhld8hel*&TCq5F1OS?Y?c}0IxtlejR#{y(=q z_F2YlJNRp~7tc%MOS^wM4(lhRr%b0sE46GY$UE}8%&t#Kqs|=o9>-VaS`)Ek<`vK% z!k)XEtK9m7{XlstLk#&jYA+|^QQGG&JpWTx=V|)zN-M}8>I-3*ALKtPXXlT~7400- z9*^Yfk8*2^hdoYQ2l{aRMi}%L`BlF9Q}KU8i?}{9%=VKAgMCN(34?y(cq^*BJg!7{ z;`e)BXf(^IeR~b|9>@2hpr_nu7iaEIE3Iv=Or1Cf*4rpwm5XyKw_SY*{Bjr1H(|)1 z;P@D3=K(7BZZ>ckbqV-~L4C6)q5a#q(`~IA4VSF9^;;J=X{uX6IO ztYjO2KREtZRnww^%Em(fh-*4e?j@^p8T4nQn4X$(-=Z}ZZ-(^`eqXaK;=sj;F~Dz( zUkQUh!TxKGy*zoQS{Bw5)ZY6=>s_3d^7}Y7zqXor!+BrUf33ukEoNO;gZ`mDy*4SE zu_(b$S7%DHDo@8nCh|BvMQ)}~`jrs8XX)(QofxeypV&LEWe=+#~ zA^&2qHwOP=&_C3VH)9IR0vv0=eq#S`LQW}swUh;WiT00Sb{^=h;PaBDUSohBod3FI z3wjRsjpOH^>eiNLZ0w@(KfJ+h{+6<tdRjECodek1?tzNKCk96AT~6!nK; zrvHSw|0E3d3BRv5*n->es#z+c#i`O`4?nt@;cH+((WFwEcA?`{`9pAFtQorhe$3->8e9td;$OqieF zXZR)SPheH|C}$kdhx~0IJc6}%#%f`=^gED`Mg3?%4EBZkBh2xT+qN00C_=o3{Cc-?kizmZ(Rp0t z@4LN6-**oTlCNX+5%c)>UDUjoKMjBQe#SdNveD(+mi&CgyKMO%{;$FR(f5tE&&TQ( z&jkLWJT^wI*_nLeGR!ab-&mslIK^Zx&%eDN8*olOXBpT#l%MzhE#KqzrNMmS_wOU( zQ$0pnDrC_2@HpYUf<8-te)Qk(>s#C(*1YES;loJdSG8tcV18za<$*A)mvOyCnC}M@ zhWo+TKPx{$@eTW)ou6fx-scp2XxpBgw5}7#8|G)4^m|(GN?HK)p#N(+dVh+A&vk{b zH2)0K|8xW&Z(kT2zIql&FV4ru`$z1T6z0JAaQ;4NsU6?&!wKRoj0Znu+ zzJ0n<661d+6YL@O_ql6_hzLh1INyl!_E|r0yK(1fd_U)NOJWcAOSi!vVEr%ard;YL zT0!9ftfK;TaOrUCQTx z{X~9ztxw#2swxHOd4>HU26;w$zQ3rnpT9_o$1}~NOjj9t--h)I(%(Ec!L(9xT8B#V z*Ue`)e)qjJhx^m!b0Z$c8VB?IS99k40lJB1e1GvrH`Sml`M0oNi0u*P`}sfSbz1&+ zi#E(J(o2}fbA)+*<45HB?hpRV0e^$?z%aWXM;Pn}^5du0-UPq>Dsca-w|M-7L0(b* z2=ny>VOVb6-fRfBSocfuA^@Hn|(O+%laYKk6rzAHqsYsXfA=5AEx- z`z37~6iv-aMfnJ{4}>AUMtNupTN+xX8V&I^?)S7^EbH{qTBHw1@89X_AC~_82Kg!R z{Dawv^XaMb68@h-I8*P;oMD$iKE&+_C2GGrY?c)H3&fJT%TpqQGue6xE_d~Qa?LRX z{DGKWp=A899%*SBkPjB;mpP{UCql_<6Asv1e+lhT{ib<-Z6nLU{)p{|P!cg%2f`oA z!&@?^f;~d|Bni`dbV9;#ep9?Y5lU%II;5Vd4g3+GKW7;H3w}@KaNbQEzwvT9?7nwC=;Mfg0=Kyqj3Qh0=Kq z-iDhmLVSValMy5+K5RS%_5u5oHA(VcTU8DDQGL<;3kgHKgZv^4@gt5$cJOD5>;yxw z=VE^%l)bWOn`grTz*PQazH(%>s)_|`A2IkR>|f5U*w3to2G}E((iI6bxS1cbK zlf4ki*V<{!mS~3Y;P-^V-(!6Rg^V|sB}M;p5yxvn!Vs@weTJDlF--9ms}K2ToNtBY z6$T}r72td1w?fcq|4n&~Aa7#(EL6yG_C8|b%1mO*?) zIPR}tOll^a&q4YX3DbU!P%-aI@6TJJfgd^I`C&LpBJN)d``hCC=d3>Thw?!6fxlw= z!pgz^;&`YWxUtJAY7juG}q}D#1BLtVs_tK*dZpY&(tf+p*^hMp~%N= zp|&ZD--I1re9+6umk0X9{z<5072jh1bfK~l+Bb&by&JJT6Dn;V9OqlPlKFR`(ys1R zx2DBHz7+fKcp+8mmZdthhw|GoV{WvboI2-s#|OU-uTP7FcmU}k4E`DAuVcOY9h*P- zY`;OM9B$c1p~PF|H+{Q;y$b<&^T-%fM~`+(z9-KCqfLn{dE zE$Wx*xml~UXFp)^pHR)vs&JWfcjyo2SIw%z^Gn8DkY};~5E2IY!td2rU3=yrkq`L@ zw0G+3J2|gAvkmr#v48bUndTKb{CyK)XQ$BApqp6`Z((`oLl<1ex%~lqPx!S>dQ8GX zknhFf`RPp97T4!Oh8<{r2($CctX$?K$pb6j-M)ReKaKQjbS?OH_|6e{k6*mr5Hd{p zYlcBS(7tNu8t&R-;-WzJcZ3>7spGqv1WDY+_=98mpRZ73$ObQ`*QKzYM}87!{#U56 zb>wo7yBoQ_YJ~k7Q69P-{3psYVHOVvSvj2tVi?YYApcnT2{t}#59ABwgUTU3LENQN zx$mz(54r#C(zWTy`@l2Y{&(?hnrH0n#PyjljEBB|lVF@LFYTYT>$N)J=ToxF~>}O9?N$KHLHG3@mB zuJbd}GBw7?G5sXW-cx4fT)w-Rhs4UAmjV5pDV8UO3-G-ZA;UI!--}^bAE7)@Irw97 ze96jzK5>4ZVfH>J!(1M_jkhmeQ`QOMH%sgvG4M~E?-o)y@PqoJ`o{kc(|VfKhxIqg zZ@0P-N#TamEMF?@ZqPV)tJgJ&S(4ZuVUREJeHc~__8s+^%E7;&{<8XeNS+9@^Ka~X zwmuYgpEqY}t$72)hsY1YAa5v--OsqImw!10`6lsxo=|Ir;UljSb(n7~*Gl+#wpe>N zi+|Ielwu?Xdaqeix31Fswht`2ry;KSumw z<&@77_H;~kKW41Q*6R$*(f*^bXUMt7eiIY8Kh-`p=HZU5o1lNR&)V{$BXv<;l)h3w5?#2x+<+Dn<7_gt`i^ zRk!<1gLvOqERVV~&bzF6HbvHr^i4O|O6AY3bwD55AKkPuJ?f{|ghhMdIh|b$qvxf&3&4{u})(VaNwye}vinKVfhCUpY9+R{vR_@Og~}ZN8f)j_)mGvGD>wDa7h-Xp0^}Y4x+#l6}>#u>$>*h^etvSC8!sl)7n7>@^70I8$!Sy5er^|r< zLjD@|_?87h2iS{6;{FLk{E74shIpi1efGaaA*-)T;~~uDm6dx?{|wXnXhK6L{lgAg z<6(ac$HVX%nqNb=yBm{le}VZ${W3fh*R50XaqtHi4;p?|a&n$F3i8F`^Lj$U5Rc*f z6PBg-jCeV{r^7JpZ=n2BeOQkWJ=i|%rnJXJG~WJZAu{WBJp=m0`Eg-?m-%{MPR<7X z!210+EPA%$%p1;+{`=~`=8R2-d^C=ye{#tP?G9_W{TSf0IsIHh5x3U^gpsys3U#oa zMEfxydFIIfp5^lSA5eebfa>72a>q$NjFcMQWC>ov-ycw37%pPCv%`|@yZ!>bIG;wI zn+D4rzRmJyLZf93uMZqurjSJZAPoFOdX2)m7VKNUo!bLrMbG$*2`jk%8qdz?A8_LZ zj0gEi80HK0-}ur7MNeN@mfsN?x7}5kn7T!|iRd#?{vH(InGgDe<2C8O=+g-Y(R;<% zzsY=u*->&eaGnbJOBmkYM}0E2@ZCJQ+cV%Vj^A`zu2a{EqVqavUkStdrF}W&bA_fW zKlktm5r99Va=%4qCwJGEq4VQH)B5#W-rNfV>BR9cEKT$dn$WLk_vww?{tvp)tRpkP z5#kH1Kd7eH)eF*{VLa&12=jP=FvN#A-oegJO(x6SVZDLl8@z1cr?`c>ARjoM!Q~wf zn5USF`iy!Xby}#rU))%Y{&TLwhY9Z3&l!={~S<=*&-l@_x61zZ)Rd zf5LEo8|RNP z-dkv~r?TU5jXH@LG#-oaCsqm{W^sMDXfj+hP3gD|YGaehW#fA`+2#~-MV@-*`CM7g&$ePKRuyrUcn`zO4(0_E8LsCjR@=$}#M z>#b4Mx!XqF75(o7$2+R!mZOVZh?E+hmlKX&{q&?o_9Mve<9v;NWMkEBc{tba(a&PK zhR>=2`-=P-GpYKJkLFs4uQA_482ZEcCk*j4w#Vwzdp|;kyAi!(;>T>N*=G;&0@6RW zqssYrraHh+kjet?u0uPLu*#m%2?C-g<*QXUO3_YmW5u{ z4xGOeUQHjBmJ-+T9mRVSdyddO5A(Bv=5OL)!yXpvYye|?O&IJ8+CPTr|Ib3g5I^Gh zCLW9*n3l`m!w^nzYpVK^^_ z^2F-1_4CBvZ5P%@=x~2#IpO&V>t5fWKGI{kFzI{#F46z+2(P=a<=cH1&|h3{St15~ z$Mz>FnhDh=9{_$$6Z4xe#5cYF#jt;l^2ExSyf8fT|FuWwErnFh*K3p3>sFkwAII+3 z2??|J6NHm?Pjw$$U!=H`_&@1sSGzP}HznGS5l(iHo^gEW8P2cC7w>%3l86RqTlI-4sX02F=g+L1|N5*9O#L4&_&M6Xrc|Ep z(+aI>oaJZ8&fxxMik_KmZI%$)M}41i!_w?%Z_)p+P~N8$eCd>8D*C?@%F~nv4Tbna z6%hZS{t@Q!9%0BQ;P+Ea)h`?~@{(iu)u}$`o#eJxfc-`Kr$&A}IXb;3@DJN#n2nEN zCa+UJPN~vNz5?rE1um4BZcgN-Yz5loO zq9Ws+kt7we2^o=;N>)^)Bn?E0h*Cz%EG=~3w~Qzm6=g(&>^+OfD5GdlO5}Il_jR4~ z;rqM)dp^$Vb?|mo-Nv50{iDE|7nBN+qG@}3i2Xc)*P|tn-k0j>qXNLgZ$8cI1OL)`M*idz%S&d zld!l`Ra%9{Pol>u+vZ?$(leacKd3J=>@=e-hTaE%fzQua zy{&2VM-_M;&wNPg6lh2KW>l8tXGdM;`RdH^nb|*t$3b7v9vKcKe>2nFuqwO1 zHP`Q1TgSF2UKigtkMz&lz4iOqj4_~J*gs*YH=sY8B?yYJc&G>bMEfAj^?$b0wO~$QQ~ULI92Gkdy@a`cox3a~B>j~JoOi_j<`z1KTFl&`_M7OL`@&-Q-pvZ2 zU)b(4w%}7+s2}Jj#z&Vu{o2Bc!oeRP{|IycPZ<0a%7ZY}3y?o9kH-WHDoubtsNb$* z&ktxf)0^){xXzebH~nHL$P3?hJ^65^W7;L~mpHy_eV@FJg?Hiq)RBL#zmu-LkkJNt zp*&pwDD9JdJr3;0SYrQf*1bDv4>f@PP=0R5k_so+H^TGiU*=6ZYGHpu70xGMfAbm- z*Jwx&0Qunagdtxf{KNG|lvWDYzxn-+O5f-Z1^yD}H{X2MM!oc%ygoC3nX%89cFKJH zG5?skW-pbI5Kl0^5$5ulpFg>{WW*7WH_q36=){-a-B-c+9F&Lq_H*rfln&wc>VCNL z+4st)Q13>2APo68^27c3?$nait5uH>eG5japSSzjf!CiGST0)cJu{5=x8VAboS*-7 z<>PxO4L@}Ks`&gG@`o^AuX?Br-&{R4ncJ6#b7)9&vkg3t^m~NVzrAzKRxXnAPr}l& zv>)v0(6j!$k|*#N=_SnH_Y6q-^C{An{U3|KGxKx5<=wqOepoLj4EYz%-}7_dou0+w z@Ar^i!d!n@J6msiwwVnJuIkU@^TPS3H@tJ{%h$Vv!9H<53q1=C4M{ZN`#prYy%UD@ z8a-cPJ|-u0B+!fY;?;F%_hV}}0KFR}`bikhZ%p_bgMH)vG_`|1;(CO=zxV&(Y2>g%GiX8G1$TOj|%e0S0B$y@rgOMrSi%EMc| ze)-t-%Xt04yL(a3m|tzM|Bdq_4E+%nWX$aFs{_xEyuWVt=%4=+@-w8LFyvntA6WZ0 zvM<7Fbbpdyv0GaH#gQW*UmYgl4`J{J2LE6>pDS2=&(^%_p}sIa+KZ3$(1WhAa=?Go z2cH?~&4ORypkK%j!m$2B`h6CJ@0hD$4*G!f`GoETmQuV!r?BvumxWsr(n; zKl4dmS@PbX68Mkx5W+A%^3zvEsxZ z?)w!G=Jk8RkRPM}^!3-QQ*|x}{Uv;Qu-Vy@y8)yB@kOjm_iqUZ1Ao!q`Bu#H?`6Lf z_Fs`-zD;i9ywY5_eEmi_X7!o14djFTA`JY){{5z2c(S|UIy{f_^_yLGS5LbQF!o27 z$49?n&#P*e4}yQe^CAq>eMADne0{_)-8U)lH+|DOpg{cpuh_r8MO5>}gAwd}m0-!9 zg?6J&kGJ%?;UqJUQDBcaet?4ehXaep^Ya`5BU)x_q^$T~``Y#w<}I#d|IZ`{ zIBR^k!`vKr9^YT?t{xHT6a@Yb>0K_+7__NHhUat3^KDFD^tc829{LZ$+`g8-Zd!P1 zQw``h`ag#0{}==-cAp$&zsZNkH^PvgqrMR4`m-Xn`fgA|whDdUBUn**zi{-KxBNWZ zii)@>m&>+1UkIE$DsIz!@%`R7pTOBWLZAQs0{I`|`Ie2V?&$LUx4<$okEP*U&ToJBMkmz)!!KM8}ujC&h!1CQN^80B6jk8CFq3KcX#V=5TDQ= z5r%vO=O6TA;JWUDQINl4ejO}TJKneJI9?wh4Cj0Bd4|W4daG{oZ~)F}xG-ANjL7HgeJ8Oe4@2q&Gy`t-JEVTYSA8 zvRZY-PpM3J9`!#Ybo&Rzsp9<@q$fnswJ>IBKadytw-8~x*5x?y|9PYT3CaF+d&6l( zuJ3E?vwkM(i~kP**Z(m;dEop(93L&Jvb_ypjKemFRmML1@enedWCalsi*=TKAuDinZrL@E159 zVW1!57h&KZ@@HN2ssbl%@&B{odV(;-W8??Jblr&S}zSYZ|*H_ln&Rif{c>jO>w^++8So;|2{n+37IfjSiXHJ3t zKSlnm_q>VNOqYq_5Enlc%shgZdPHDRAiQ9~ZcP+YlYs&CKE{#0%8d4ckX& z`#x8&aa)R}|Dx^eJ}<$>GPxJsY7YZ{vA@j|3#8}271t9mzaz}oE1MU6msJ~53;ad< z+?;b`&4ZF0US^mQMWA?mt*r4zGqLu^yF&+}; z{&MSh>&A`+sdDVRJj@m7LH`u3ui)#j z#{lGw`V-xAT1WMd1E5}l@+S=O0{s=k(<#3v4CmX?KNE)Y-)L`yA%6XX!5`50;ZJh< zm1}Z)kIrhCer=!wR0rG@PU5adV)Vf{U8kM2b?c!XZdH0jLtDNT>;pS ziA3Inp}y1iZw&g3^+{@n^(@MVFxVs7M@+`6`6JVWU{6R-Oyz>H@%vxPlo9{7`Bq!2 z_3g;x|Mt}-0WC+w_u1k5+beJM@;B%S{tx$y7-st`472*xjy3l$EA=h_e-S33moVrj z%7-vtkL);9(y%qp2I33SzvDqe)$POKz<=~tJ4)NGA5ztZ{bo(<4>8O5!7^8gG5&Rv-`(67oeH30Vf_CK3u5-RC z8}|nR|8f3=L7!3IcJ~$yJl5L~(9xlFdp(JcANR=g%`rOJ;jY#Y17H>uG9zWKkkLm1mUjz zke}l7aW#8}jds2a`rchaA7T04bbf{~)T7X!v38k%G1v#{H+z0A8xQ-J|Bv{?+U*GM zaoT#qztV@R&M3_*PdI$4rmNM#O-NM>(Xh{E}rA-hjmp+3b|4s|`8_*RqtZ(fivF7&hdqDydoAM4=>?niV- zL>p>U5d8^D+dIFr%!K+5*53((KR|s+)cdfw=0^$W5Be*@JRUMk_ooXI4c2`8)z$>_ zM}0`T;H*Ds%LBmJA7P#kC3`#cnWhy3_J{hHy!CTjcEcbzzlZW*SU~nbnCAzqy@9=7 zeShxpHu3s>zC<6A5yO1!{>Gs1xc|l4>3$pmVVNalPYg4E!=9)6RRw!BOzS*CZh^j{ zKJIgFDz+V#E`OKKTkdn)m-x9YAM6F&_ZyVCBo1B8_k;J(Y8cT^Et0Qq_X}E_U#Hxb zWBJtn-25>0EK86-`q%x>_Z769ehm5DBFTIR!+g>HQ}%5+7h^k(>s!i^(@{4UyoGk; zCt)5BQf@TMZwy!p{h_}R^q-dgrsFoSca)!C|Ar2A?>}*WA^2=OV_#P{o_`AGI-D}w zstWSOcp`k6Ii&B&wNSrC{~@f8_c(o4d|wClCo*2N)&{;uWc6LqIpx7|eU5_sdrRg+ z7~)&^zcJW5#yi$d_W=tCL%j$4Kj12pnNqZw-M1__@F_fEc4#o?|AAj_PoJEf2K5{~ zADz0i;+OXPVmP0J`bQYW5SE@UJ@s!4@$ul_81_@b z|G~X!eyqRt6n_|2W%NYIFH$#AXZLLgQqNpi+V}KH;5W)EHTSK_n|c}U|5MNF9qc$F z8sZ)DgD}Vs=X0>o!DoIC1<*H~?;$gf%9x67s%iB6A@e}P3@vMTp4u&s>Lf0^2?T6M2hHhL8 z^-|QALx{P*KlE(zo;Sxf!}*(F3BL~aFO9!Yco*WG5#p+b$RiK?!Skr^N5*VO8FDyD zp)bQ*dylwaoD2Cawx^xcIdMZS5$HvJq`i7GG$-d2=o`|XRugpXd%YjjqwOXA6PDXX z_C^@=5$R8Btf}7U)(iY8_II>zefnb^@p%-CFNAr0=IBIE*((Dy`1}d;{Ql^I(-9>n z4fuZAG1ZPAU1P$*eldR|4EZtI6T@u%dTi`UQ~P1w+@6k&yD-9Xm3Tdi@;eq1wKu%> zs=`BtQ{L;@dfGuf1LbqMyU*u1^X>I6@m&WkD8S*KUwV>!gUgCszTd?# ztM{ZIZnQZ(*bVdx-_L08xbD`>pP)ZJ5_%ZkOZ)o_zo7Ht498MEj^SxEKf;jTqP`Gj z_caJuyAI7K!`i1{@UU>uAJpFr;k=^iV;jNW;QWuP955R($s6j4XrIUX{krbZw=3ia zW)gZCru)nU472YwkJofoP`T9&{EY!VkC?}QYKQz4$II*}wWajfI?n&h&3lGj?KKVl zj|lliSXP_p&phe2_N9gqx1Y?itVK7UEd>3h{%W->WZQRu^)KpkCSvaY3G?%)C*=G; z|2CS%{mIFw_+7i6Ch>goWd5TM7M6*SKcPOHlE3i%s+=O|Khk$<``l6Qmgm5F4dc_P zPmRAWUo(aKWsn}iiVF#!mbVSKTyzZbZOpe$kIdPS_w^3=ca$Gtet!J4U#xM#bO(rk zIR5E(9X~vhtyQ4=3p=f8{~-+dEB2S=CEsiB z>nRXFaXwjIBRvlGjD`Q-Mf=HmG@#c@B^S-t)Slf%Ytr&3w_*M`Kf)ki!m}Kn9p5=y z@et`(cG}@SgO;BMe$JHW1H+GqUxYzENN;vljqdT0%V567`24HHgj3c1pJwp*7p`|$JN@6VfH1osl3_TnPyGk%=+`^41Fuh< zsn?p8uUQ817Ue-0?%TlU&#o$sAJyp|{GSi%*V*->{DxAgf5G{l8~y6}b@@l|eHiM`x%~UZRrZIte9ryceq@UIOW-Fxj~Mv>4~G3a#OHOE z@4L}$9h{Fq{UFT!#rXxx+AccW_Vo-T>xOe|c_a z7oJ%Q_Kf__R~l)Y;ZqF!S});mzO}Tr&Ag+KFJircFsx_LpA&}j57-}Tk0tr%+Yj+g z4U2$$i`o|sdFwf5Dfbuoq7Pb=E=Fj)lScc?zu*33dAt?Oe+`b07~)^Z-x%!6>u(JH zwBO$t^b75i`h)x%^?~(YP4rw+U!?5k5DVwYkbjqaM3+q>p8|i;KV3@53k@vj$^G5s zL5mi3yru^I{1x*1a*ctlZu^cPACw2fY=5q>o7KReF0Y|~)UU#TS@TwP&IJ9z{WZdJtX@~R zO1H1N{z&-$OPo((eT%Ea-3-cQ)EAb!MFo^KSE-0NL6_#NNxDr~Y+jN8--`rKQ> z{~}A1W#5g3P@lqlj4;rT@qjSr2Ww~NB^hSx6T)2o+57DNi=xZ+Kjj27z`oFb6zffS z-8OI&_zTP@ij$N3e7QLs>~WxkKEjZX;QlGYFDO0|=KN;uk68cMAAG-!{3^~Fosm_T z1o_H8nDdjhv;7sq5MNNLKTQ_sNB=^Y$1jGNKPzr= zGK(!91NwpTyE6Y*&bgpUIB!PSJ8a6B>GOC!@(N<$FVb@*e%ZYvMf;$C)c-4~x0>SY zKlA=8)7v;s;_Y%Lajovf!=KCKvRo8t8tJ(?iz(7LpO?Q{x zRtn<#Uy(mIqvvi?6;#Nv_1VqK<$6nt+Q47o{BJ(;4;=sY73de{3%7h^m)HI31LLE7 zZp#>)s~oUfRY>vjw)`8L9 zKcRoQdoJce-cIrV2V?*DHoy32+j|?(kMg*8T2bfFur}}qC=bH_YrnIiW=*3F&mZm~ zhW}$kdEa}e_N$ZqYrcNH_ssnFyopXQ{%{HXg!%qG!)(9yzHCuS(9~1FFZ4(E&pViB zWbNVdxL+|hYPecG(1ZEQgC2gm=MQA6l#;w3oc6x1UoJk6i1Cdu$GsGzWDw#^j}Yoy)rzQxCiJ#c|9FD>CJ(Do8fy{9Pg=3 z{=Iire*FB*(>Fdf**$+jzJU8xgdx75z7pp4^|Z=H`E%7(Sf643Oc?Zyp2v3ZKREug z_GyK^jqihe30J#WDdIY%SS5dzRbNyoPvwHsXS!)V! z4)6wlMExO#{ODiI_HWqpjNa!yIh7__hH{Za@AKc=&mD5JgYRE(y+auK!+ING$gk}r z`oP-lDE<+K(=TYxgyH-d(S!ZN{SC;UQV+S>(VH$q{R8Jun6F<-y=TRiw%&vILhT7b z@iS~b^L($gVON~HbOGoS@~g~16ngZ?WAJaNUuCwgO2djXHCVl!Fx=OI$_nHT<@0NFseEs6VaIQb) zgB*pfGDmp+OBnPQ$18XL+_}8Ok$+!QzSmOvLdi+6Cmiq9oLe2f4GmFd-#@-u+uU~W z<1z4OIR96X=cWX^AL8e2Ufp+`^V?#mj1$?*tEb_QM|55R@e`kaJ$icU?r%omZ&5yk zA-*F$uUD_lzoc;z=*M~iVR#??6JgLN)Q{KO1^rf}c8B}9klxpyM~+qQE(H1flIR;@ zupjh)to<6SG2wsUJQc?KcT;Sf4^4l^^_MW5KSlZo^Y5|Vt-KK#Q`Sv7k&XA>@9_dfDHtF5 z_YN`mL!{^Zpn?@I%qDXECJgxMt#} zxuU)s}Qrj67=a%WO8-1L7)WjZ13=r1AL?hI|I)Q`J$&a7C4o z=4I-Su*NThz;`mi5L;aiNoq=A|zbb*QnrWy1 zOfS2Kjt2e5{NjUNq}#DyYvH^B()U5H-m$0eMy1cx--of2drz(q-~W#Ne^~lupkk^o z#9P9<>jyqDEC7BHj?-#0UDOEni1YcV(sztb%u3i_MSEhHt&a)w^WLnT)f+$duMmy@ z)P?)2k4w8{+Ho+C3=1e;6NdeFw0DM= zP`<}7`yTgWz@?GDo!2Psla54s5Cgw3ep5U6H=+mILH@{pYUlBQFpsAn(|%1cc-C3U zR(dn`j~L=*waUOKJ_`(+Dpc97uY-Y_xV|5Vf7Uuzt4u@ z{X|c-VYBwG?9X72NDpC7Uv>2QO96L#aQP4hd87SQpOs#GZt*6d5BDRhzimz4l3&H^ zRn<)&+uy3(3iKd`lY4|x2KxWWezg#`kJ~BuAf4rCv5eEIC=dm67$N0qB+5Hh;J5KAi zuWc&SlaOD8As_t*13w5Gteof)R08}&etn%;*&IFkGml?i6S^&PEA-|0!Ph_5C;yyr zf%u62xi;mQ*NVqs+~3t1`pBOC)&uMv>90Hfbn;zQQ{X4|Uw74ZnSAI-IDh6L(Racc zzA|_ohcL(w>u-c%ebndg=RqH^zQ&&SB7JB59VY+4+Ufr}1a&v<9&MfclkY#*J#P#0 z?fy-E0`a5n(~587gT?37L%c)%A`IvG(Vkd4 z+b{lhb&~b!PkVtrl*hMgN;)ehz6F1U^8a?L=FnHUM9>$c|J$GAR_*S+hy4ZY@B8t2 z=A|=}Af6!oji#ES|Lg`qz0g2HAH!@t(rCZYdBT!LsaMh?u^ln!Yy96>PLI~F^gPtF z4F7J2_}uev4EBZdr{^KR!1X@E^nWP=Ha`1asd34jH`6S{^*5YPlkJ!c`?n8(pE%#9 z(3X;qz1o34Lw@|QZMSBNM2H=+aC*@A2J$_O$IX{d)~z((#J^u@exVUFSI>&uPxE_c zJIBCg;3xLi{OiWm&ri>TeIsrW9?WI_me&JED?{n~K4{Fg`L&|F0$>4EZYcPtP-d%i7b4p4K6|kIs&~3hNEL zFQj$8ws%2J6F*PJa5j5>sdmR~#}Jqw_TP#a{2|VdFw7V8zt-F(j||7T!~P-C-+D1- zXq@#`kT*SlFKWV~IhoK-xLkMS`H;@AK0toAB8L4Jlz;2Dg6b2g`aB=}CBMFZe$hG@ zANlob>g$F3eq08AA$`C6g}>CTuflyRIR3969?yJNitA@+pA55j`rFDf#>>_o`~mJK zF--T73x3B&$FG}p2j-9T{4SSu@1oM4-ES{wJD8PWYPW&wb6aL`lGE+ioIigaMhLw6 zpHOnd_k~gmCblKI9tU|z@@Ix&{u2FT82p=LJ`A&X%P@-%LaEmmM~~K<2>hq#5raKT z=oLyYYPl0|@GJBuv1f+a`8lCXCqY5R@%9kU@O_y+Mz@l)?SOv5wxWu4$2Y-xUSgj@ znHgQ8WF~c1>`nd4JUp1Y$aEY#FC&!gdm;RX={toudSCXE>HPr~m)Lq=C?{NyQ9VN% z>`f9sg>qN!lpHKAgY}Ck9>$$FDvCSQi({$zT-_)W;ulY@bN!p~*S zwgsj^e3~crS3-Hjz`u!qV>n+cu_x9J{`H^t;rtw8h3KaSo?Z#yFC_V*kTB%Gqa^(i z27aMD+4DNYFZO&X@k=4Lyyi%XNTHbeSM1#5yiuGV_ybA)EhNnBU#Qsqc9N3OXN@n? zrzGPMhVP}U|H1n(zOm<3_F=xyF#GCjR(TkodbS6vhX_@)%YXFHT_inMy0>J0gyDWpNj}Kh!T(GAmrzCDQnj7;P_{l6 zstj~lB-ks2`n$v*2~~!5Y3-8s0{l73TV-8n&nFYoxIL+4C8kX{dzRG;g{qUi-hPxpCwTauC>Y)W8&7-zJ{Ocv5k1(tU(B23$`xmNNb<)?oZYJdOfAP%~iG{jcMv!G4P*-(wi$ zf%Btw@JFbhn)y**_oNK|A1*teSUR^6)|;r`T0I7?)VnuPB^mP%p_cjL`*MTc!1!nn zTIX!KTs_fMV=?vL&h_9knbfmfpWE#$TJ>f|GTb+S{Ah1c7)@^?^{Yom%^~IhJr92K(2uD?Dk|H4@~H&+DzaWYqWlBR+q^AU~u}Z^!1W zjz-aJKUb)C?rgcsfJC<6A=JD3EPbBK5AH8Isl|S7?$si1PxjVn*pTTpvWe_GkFb-? zpE6fjC*TLlhcL^BSv%-6j^D}c?3Hnyhwyx()4n*HFyTCi=PnZcW7q)mc_Cro56-t! z-kHhXDc0aWXW;X1wg;S7R)h0ol6+j)S;cMA&Hx3-=a3(S+5Qi2r~l^>c3$GS;?Edo z&Y!MBMr_yqqX+vHIG?V*_76XZ)F6H!{au6l3X9JChWaDgFT-?yy0Gi7e9umcy&+%3 z@&CKfdOE7v8T>WUuYc;;qBrB`^7-h$?AxGfIS}rb#P)7)T4eWheGd5u;dig>H|J(R zK8*U&t>Jx_-I<5MAK-i$uBPX^8=0KXR5=d%f&P?XJMy31XSYRtJzWO&Ey*v1-LIwf zO6ho&trvtnEY{CCxMZ4gEz#ej=D(=6Ih}z&RuX;_hWSg*+Y1T9eSSy}VTcEqKeG4t z5dT;^t;d8tY9Cy9wzMnc$2h;9=4X;FA4mm#NB_}t!ohCQHsb#`q4tzo_Zw^WL%c@* z7|4g0>UueHe`_!?G|20D1*^{q4XmH+K798p=qKiP25lMJ{GW7T|3@I~)i_2t$*dFT z3({+7oH%^Qk0Rhdj&C^8*Fno_H~1Umr=ibEhk-+`0ly^cIU&Q$-!Qy@^v7_8s8ruV z3H&Y6Z&=brZfZBB+|>2=`eAc;N@hW;h> z7S;~?rI_Eac9xGAzdmlh=zJ8+5ACV1<>(W-@v`8*(4P8^bvk4n+)r~Y@vCp`rsq!G zgEdc*eEPPoianOKlKVFkdF6ux-!v(_lRhb-hcM{t=D#t>Ywh0{;uq#C?ESZtFSGaQ zdpIFs$X`%D2t&St`e9<3*L?fJ4d@^BkuW>oDm0l9fA0N(AruSZXd4CCUq4H zcZW5oHj#Wy=V{-67;r|liso%A{6%?~UDG={Q|&eEpQAqYb6%~p<;HEWACyPG+MYjVeCh%E zj`Cpm2-!DbkT>#!wWs|1KKKXZPyc?iCu!Y%D@Xec!u~D3H_K|z^89tcyjL3&PepV7 zFiiCdA;VN3W0>31fWW?H3#*)f9-PmB2-}86Kk@(bAU_72OI=VmwiPh?r-9R=PUgi1 z{9g?EkMkdR(AFzx`zoLh=QpsRsPl;HeZgNN{|Ey=(Ow2AWwvhgHstyFpxL8+*Zp(_ z{lxwTC9g1YtZagO2zK83WcJWqS2J}ew4}`)|FwRBE3L_j;?hM*`_Q5 z@e%dS^2Ea-;SnQ2|B-)|*N;s&a;m4?LBeCD-7@m5i&fTZC(yUkN@VyPj zqw(e5TO6k9!FeR?fBgGtogalb@^~};bIZ^=san`SK>eJc7x!#Vtv&3YBE5v+`wM)3 zLaOhyd6BhXPsoo6kChKt?)LSbe=bId^hD#LhPa zSqgQ)KlD$8!JnZ$6Xx-I;)layb5|OHKSuvG$)R)MKILfe*OL8r;iTx`{-dAvfb%st zAHp*9f0IIMlMmGnUBvY`+a(nssd zV|qoN)&zZ*)bE9aL4T0G$#&0%;wEn zeV@Fh#V`GQB7AR5xM;t7a6=sUBb2|*;Gb!g=IxuK5MeQHz%1vY+HZ9$*7e-D| zb*1s9bPn#Zb@^?WA3i^2=*atJUH#ejkisdRDLyW*>w!L$2gCG#Kf)pIGe^}pR{|;O0O{Axufag(P98Q0*x}-J@#z%d0csOHF%MSkkF+zui*pHnT zIw*aT8X)nP3^VyS_A3ibEq?&-8%Ww6+g>bQU+^8qLwX5AJVkq(CNoLnwxJRDZ`8kO z2ICe^Hme5zjr2@2@T^#}xjW=<$iHdJr`)(ys}24M`(78Ll-?>ADK0+cRQUx0r(%R2hVcdbFF&IInZaMclND*GsC9d zgZUx7v!4VVbJSZ6{h@y&4EliaVs^vrj`6ot*!`kH=b-|Nv7rxPzBs<~6xH-Qj^ccm zaI)02)`>R2U+mvG?PBxj*j^CtaeU`XJ~rcx#Qz6_{C9pCTaw+$S>25EXHM`6)o>5- z_l?-!oc+tyVy}(k`R<%M3sg%Ei2u)$+AHRN@OZEn{2}7G|NXh>+9v)U4990Uf#JA? zJLG#QLH>pDV=iGvKVje}(l`ZAl;5^K{-#NErBs{9%~(=UF?9NAsca_Cs=Ke#@|{?Q)r zhnP>f7{=cHlj{NUM0#C@Wyxy~)P(vu##a}QY#$Lx5cum--TNB$Fr_(9JfTCnEk_Y%+toc}!CfJXTq;_ru-N%&8g z=NI!%cJ?XW(8~SY{J~qVPYB(to=Nq5ce&KKIal>SKaoCn`Ojer@6Un$*+}|hnEu~V z=svEaVY<^uo{ze>s(st^H3s56zQ4eK@==kc2ISi~{{=~#jy3#RCC~ijf+CG}V?8s0 zUYw7Iyva}ViZ?JnAIW%xq5tlGV~`Kl1E?M1C&pjGppVE8)*q|Kv39!uK%cHz-w#&!? z;2()z!Un`2k3SoSN$tD<`5f}kv-_o$_MVNP56BOv#@bmtVeivk5cr1kmoVrbKJUGH zc=+D+sxW`79};HY&k6~1{q|1yG-3YhkMMtR^nUV-ZuwqcAs_84;g2`r_juoqkTB$% z7=H*u{T}5_81mJBFw|#o{?rcpXE=Yt@>Xp8+gkl@xx2&q4%b)Sgtf_@2(#~xgo`z# zEHAG0W%rQ@7w?x%y`y^@_=WTFQR*1^_TXd4C(xdKUbMGX?41YuFF3w$lJvT&6{~A5xe&H*Ix9l%w=jVlfSEf7Eg^ULOi~iQH#(4Qm-B74^ zAwB*wzb16k6rWc|e*5bjZM$<1IZ8^+sGjviAdN zJ;pGr#}nr9g1t}Q;|l%9C3kSlxTO4*_~k#>F!`#d68J;ZZ~wS97w;R#As;YDdJuzs z{L>El_YVerLVnQuGINN3tUn#XOT4N)zU7Cp^XkH7icbudeLcdyPZTaQO87CzHb}vb z__xeA_EtqdUDZ&cmoPk!@?93zA*bn2HLoWui#+Z*6S zL&l^!9s~OE{Q&E1FP$#~cs(j$>Ha}i?RxP2%z(tbqk8A7fj^X-#}X2T_-!EJ4`I-E z+`l9Y=XWt5VDD>De#zcXApK^zEBQU@G0-c0y|x@bkFsL^xXlljR6%?|`&p40EMrl3 z3G4&kUy=9y<4&g_upiWa!aSa=czEY{z|%93@1Z{a6g(KVNO3`s9z$#*z+tOW9^?<|Izt!2WQTdq3t}>9*yE3$X^wnB_upesAyggz5)k66HH_82t!j*`jo`d`#4E~&+zt;O* z(TH3)?}6<>!(Vuw%)JEiMR^CUc1hFmQdjQ4+IKDLo&UQptjGIH z7u<2q#B*|PpwC$EANVA_?M%1x z{Cjmv@9B$u%$27TeQTD;`i!|{0`%f|Ymx_hSY*b7J|q2W!zO>!<7;cjck{d@zRwohLv5P3wT#`XGLY;mG(5OVc*JN}Z(;xIj1$}RKD-5t^sTe( zb+1H0d>^vp{xjh^w+p%v^Bmy(IQB;v>a|GEx=piY*I!ux>rJf3tjj+7dS~!Z_`V9` z?YgG>y?U(`@5kVH>lbFX>U+Q9`R@9}u#*mEhv0i@>_2Say*b&}ycKMSpJ9G+^UV!n zrRe|Cgkeke^(;wR&CY`}%&2becfY}(cbDjA_=3T!(=vW2wx{vKcRTLR3JV8& z7>wW$+Vj_+*u%dMb+NhY^GPUK{G) z27O2VML3^0Gj8}us4rrCh&Wb1|J7-4h-WCjjpmP!N$n8dH-YlmIQ^3Dxn&2qKie3s z)w8ti8_(xACTzHMydX^3pZecebFJ!>hdt;g%5&38o9W{nJ3&4uEun9-S;{+$!vP>) zq-XP^oTbTvQNVBH$Cg9>OD@`E@%`d0cgOV@9wGjo0r^Q7?kB;96wqr@O?=q zXWky&|M1MInpH4gTpvffc1h^-%>?e3$M_lZEUVn|*=5e(Z7LhO7RJ4X^AYGz2y2Wa z{obZI%k*8!ZrEQ&`4Q&p*=@7mzMpLt0p}laK7_e{CJgq3`b8M{i}Y_>^+exv@*{TN zk#Jkgr{67gj(k17y~`<=y2rIVpWhzwtp3?XZ>ZO!|J>fR)UDH%Cg2zLw`0F+=OqcX z+}?I}`ZVw9CL#E5`n3C5sP2?)IZ%&4dG7w88@pFt{C~LkeymF5 z_Vjm~+4ru(SpCFf!-k9Rx54~1w*Gv#F#i~CZ*fw0dkq>WuFoO=;^ss}jk;v0(u3jH zfbZG`;``BYy&9M2JU5|rhYUL(yXU_z|NVDPTB(NYYtPa{vJ>k&v-9Y}J^S@e^-2(b zUyASV$-0!-?ZpWD1|LH!e;ALBV;IA4SE zCJgmVoKM2hw;e<$R)IWleVy33E+M|SKlfLOJx`RV7WMug&bj>G`G@?zXkp?d-Hw~S zS95zxEDPyo`l<@_!A0U<2*die=ieCOHTomgUd_hG_rYFpeyl&buU(kb`)+BZZZAGw z(((+`+7;iqy(OJfUa+iT5YUVKOgcZc_~@(}kU!2hSw3UgT0ims^P&GqK5bF1y&;3w z`}aN?>uwcT0PAgRC(QlT-qLXenb9+NfBO~%JzN<+1?matF9?Htk$%E_zj|Mg`ual# z$}s+F2|oyPdne56FZ)uq+FZ9%1+=9#tYH-iF0;0`Y88s?!}>&@=-J8jRd(Y2@Y&d2uCUnrObW~&?NRi8 zh~H+f3E=dnF15&UFX#_GpIVn?GJQ@0=nsxhnDc|RpCEfU zcyo5d#sQvuKk87sq1LaTA6M3<{tu;_$>u#)fc|j4hhBW0|L*b?-rr&GV6!9het|xr z{v6)walgaNNRTJ`yTb`r!>-iI{O|etr)y#jG$4QKA(_u%!t{NeNvJl|hAVm@c;uVAr%!}=S;^nYo>BbPF4 z+i8u0`J+EQa_32Q)|fF+&qscx4S6kP{H_V)i}Fbuoi)g2xF+}$)c>@UTidQ)F@gAn z@+7QLLGn3jc6LE)?s=Fm(npxv-_dmQBWL4#^8J~k+3R(_S3G?|f z%<}E@3Cl#ujp|%~(*?e>o$vmF{1WvmT~J^@&U^#N2m8;^9zA1gQwI1q|T1-hWlQV7%cG&|kEtjEdNI!xgW{MX~V+v-Re2 zv-*sSNmoICF+LH7@6AyD#~ssmg&m&<_J;A9Fw7U}W$m6cKf*jdAK$fiVOGB(4EZeb>-hbOP>(COp&s}zenI@nv`ftQzZ41n2kFanj@qbo zBpCcF&ObB2$8l`ezI?wgbA88+XM1;n?@h43%v%OO`+q2qW9LUsv_GsS$}@)kkiHYc z)ISe_|J!5!?SxHXkx`x^{67c2eWgUEvjq={la)m z82mfRm$my4e@eJVTiv-@98ZLUGHv>=j*+!y)~~^j~mMK`>f(2sYbc46_`F{eTkc@vtm4# z2Vt;Zq%W)9RjWnIncdeR%r^e>>gILv{yFM*w#BDg51yZf^*-h^*_9ce6s?DVe&YMt zt#$X!!tTQQ3H6z<9Q~h^FehwU;@oXRV17t{&Y$F6*Y5O#d=%e5vuIe?SE3|dFFfF_=k{yJ{}SlW=aVb!^K7qHXYdE8&xHATz}&}`x!P~7 z`F?rs^F!yHW50tw;QaD7q!sTP9s~PVD4)Eu?RqP28!xww;crVahBRfVv-6ba9E?iy z9&Us2(4P|K^__FOat{i(zUS+UbIoUBqNVqPKf?YA^Y!AnpX=MY1-Jk|sJ%78ZSyuq zUQa(Cyee%~$rLVs!cZSV{;_ttA3}IO&-?hefike)f&99lC%w>fMgqhO!un6DogW;A z`a5CI4m%#kUV!+C^1TpP9965oiTnGDvah{fD2;(er0-(iMrj9+|Lsp+9M<{0{n`S! zZwu}1qI>gM-QImcUIQfYmN2LPqSw9XdW#Tzh)b@FHW`{r}`UtD)2VujQ=kPpVQ ze9utn9eIA>e+a)Dq;=!;dTw8rdY-<0E5sW7FWTd!>$^t&@j3Yn2boANyyR`L}|BJq8#KdIa=f{{^e}pIX!H822Xy;k_cX zDs5qZ1?N+6q1{Sn$6jEc=+6r3gEeYOy?(!TqZ^|Dq4a;_Yfyzo?D5joU!&o9?7w8tmBM`v>JX2RKi3XvmVJ1X4gMSZCk*}- z?Uyjj58o#Y_Vy13d1HUq2WLLAJKq!R9sLi(?0o(85xJd~^(mFzPvc#mG|OVwN%8q> zl*je-hgLd^)PN@~VzHobkg4eBQ^C92D`P{x3QP%#!7oJbtk#R}Xy8VT>-|2DP(Pp(Y_#4!R zJ7rr`Av&l8YOoBtnguOwq}&=I?y+i&%?4J19i)0kO%4yVXhC4G}AVzdG-YQa6XSNnCbWa zDc+yP@gDt{x_W8;7|<8OEi26q3_U*%o4R;Yazcx`8Za-|B>sW0 zTD1!92e9@NvRJQX?R{jT|9&3yYvJD**5kH+V_2U|{u@KR3G4CHAKYJq`oYFKLi{X? z-X?DmJ6(b8Pn8|`R8!aCB3~bsoj>*CO5g;@r*OZIFvKs({U$=fFn`={W$kP~^@a3? zrjWpw?EWX=3%5CwtVBbV*!jH|Yu@xPtQ*DGKQGR%&wQw~2F|OZJYTx(9XYAbaL|{3 zFg%a?@N$omQuF{j$d6F}ULN-}-yD7e^n;$Sx(9zBv>yEH3<-Z;A_jXw{UHqbCHgzU zV87HKJ#R<$#NMAy8IH8~GbRwjLVHPoTX`)wZRGp;`f^Y2Gq%YK=ev|+y{<4=Xj;r9a_4}!g5K3CD- zyzy&0ZNS)ng;T+a$fr+v{$4S?>$=Kdas3JTQ!&HyxMG6|Jdg35Fr2SL|3R4NhZXB@ zjXwO`7yJj>%NvzHQrDL|LjTAwhFLr(4E_cCV>q40e`DxXmvAox;t$rh-n`M#-|ssO z^bPIv?J>KL_xy%)`-Xqk+xl!sBk&LPnJ`~Jz8i5SX+pIew4;8!6X<(x7_KhWDkYT2 zgW=m$FC+}-50HQF1of#}OXmSV{=EAp`_gDsG3XP@lQ8&etiKZm`Y}Ia&)YHj@O|hX z=TGhI|2~C;`S}^vAKiZ`d@r4J?p1;wj~9e_z3~08=x~!O8+m^B{=;q6_hn->E#)Rk z=1UmlQ}8#2_+j`r27ibAWY1?4y$myZB@E}`kUxaM{~-S=w`Sk#yx15J_E%Xv=9<@4 zLx}e{e}?IP6Jb^8m^zvMo#6Xilow%MZ>-vI!(g6r3je;7FxWHdM^%(^@+nap@B`_o zD%|+NvRobf0m|n?r$IOF?6}4A%Ma02|8L=i~jSIX^e(i=oiSh zkspNl{`04eJEb0+=nL|u_WVl?t~Kroi)p-1-v;!)?|%cnKSqD`d0s+npi>{YNXlay(7gD!=?Utj|lish9I;)oHHUj)1_D2}xi}93Ume15on0EBY zt6HdLqkb~X&I2-hh3Kuh7-Ju%r3>pN^j}{xl7bvQq;dW*Jdf!A^5Bh&sD~o(AMJzT zGWuTZ%eO1Pjij>p_eo#3-QKa?^AxB5Yu1*h?`P(MKI3?VVSLng!aSd1&(r^J3)%Cm zUQ}zbd{=#v_Fh3l>ZuX?^yQH7N`ipQ#eb#QvJFs3udDSb<{H)kt zyg!ZlSFhrraBO`M=o`wnUad*KQ~zPmZYr^_`tH%sgCfM=7a+d~!~NE%FNDFKkiLfD zX=?6%-Vl#*{DyIQWA0CLA-LFr}#B4Y(N9`^1_PjE@3FoVgB;z$827Sl*5$5%g zZ#L-$%d4*Q_HXMQr6#QK%;K$t)86aPrKVit%kp3n=<9%); zU-9!946}TkFh5V#v@SW!=&%#ei~MQIF)f_#8>(nV;}ZscqQCy3-z~yc_Z#fD<9I)u z4!pNqPzmzF{SSue{wLv&B_WSbZyW;piu4lZ@@bay$+pl>gVPs%CGsE)`8&$HIqllu zSr;;4{}lP#{MkNi(5|U)o)P)eVpyGiJJ1UB8}k9e?EgcAEo(MgzjP6QZ;t$Kc~ZD| zQ;;$6AL(!THlbhXE*bTcgnz|4X-z%T0`%f|zn)Jl(EKtAFz!b%yodCeFz5%4PZ-Xl zqx@NW;{U-cKcsfBNF;VGL@U(ywDVXk09|MBAM!1 zTepT;;4krc+1Zv|+7F)z@|5U{NY+nf{n;h|sd~yt&fhT%{`Zntzc_w}`5nVB{*J%f zfj-H4i?zdiaelJ-_Y@DyPlfnpg3o_=+ur}T6SIGjoXXsGU;V}RVI%(t1Aip?B$6B0 zFl@~13OG+f?TaJ29+lOB{2KWwZ($cwcjzAc{}j$&e*ALJ$ubJCKZWDV&tK9jZoK$D zA8JPo>ucnPe4tLN(wgpYUlsC~VcK61$zNT4Aa7v=(2vh6>^@ZP^kF>YKiHo_T-I&9 z({1d0he)xHlir!(2mU`y=dVPH3pGb8Cf;Z9i(ysrhYa)a6#d+l?RB@X{7%F$<%c50 z4O{w;-h3DMiTqHEFIwMoYyrG4@joKPge_YRcQ^<9M1577)_ms0esO*;Sucr{M`@;L zw#@~7Kz$(${u7^9b}ApaT4oQ6XCmc>&acJcp-++HGkmw6x$UjkE2?KwT|Ej5L zln3c=X6r4HYTB2{X}#CTP`yv2T9z_s)|^)=2c`Q-`Xdbdl=vIg4)eqQsU7qe<*l}B z{ANK1@%=2w4>h6tJeNn^fS;1}qlhs06YNjziCoXm1N2z^N2K=EdHskOJGS31Qv2=o zpg7)!#Yd64TA9(v2XonZB$0aWB)@9sNZ=Rtr*2j!vp&I)-Ipy=A3u9~+5C9W-(HgW zFgzXeZQgE2^PzT#_sB28?0Y@-Jgbj!Oy_q+>Q?;>)fQ{OdL8YFF!*1Tr~2I2*7I%B z*!obUzWVhApFvh~H(7h4bckU>5%3Gg*O(PKQhiDV_)qLlW7AjHOo1x!7yHxL_Wfm> zU?Mw@CDJIo|84Z}i4echA7~o>iuoNA!S??|ngg^v%CppgUlM;V(wtrGt~SdP_>cWD zOz}aa85Wf_ebqF0ALXmLp|h@Wiwn?4_^$5m+3lx6{*Lc!xx@{;;iJIv1CdtNN4K!5 zn=BqO4EBQWYt>EMD1X@zzTZWAY^N4{bn#n1mVbyCX8x|-{&TIHI@&}2i1tVr^c(r3 zJ0n<&8w%gu(xg{~Lq9Lwlrli06`gP{f|6`==O&?~PF&)XvV=@OI|EsU7IY z`DxFO&B`j3W#>yo4Ab{rBJH2HseV=-z<-PngdsolLwd0t@&n2Jc>MXfm=7@w{u=F( zz0dTGFgwpG(lJ}5{j5ksk=8#V9j~$detkL){KEMW2Kz>SGEC>KL^?~St`2M80`kQ9 z=^Thy6JqQH@gMD-VdifMv;1A8Q|!KU?l@oWKXh)ZT`%f&AN&W6PngyNBAphqdk@`G zKwojZ4(l$~4bGVh_Ji~7aJ1tEyeQ z=dTy`>dCSsSDruU-6bz@G^3>`U~z4y4b#~jR`ma`e7!~7sB8#u|L*M^?y;9KxysU zM>XJiY9HvG~aYrp`OIO2s3hiA#;nwy9*N?FNLH!^M{tL$=4B!8uzUe<&Qy%W1 z!|wYLb<<39sNCtv@@G-EaLaE;3Nw{iwCaDezxNpMjzCobBo2{e0|? zFxU^$Yv6If_O_e2o{aJ~2=s1m-EJSWOV)d$UQ(mZubNW>`a`%+uRa+;nJ_;|eNNPC zXV15lZOeh5l6oM++`qB*1vFoVS^PE}_4YzjiXN=DkRHQ@DcjCB_T%}M;l-EbL$nm3 z{)qN#Sp6ri_@Nr`591+Ww%;UT_&f2tw}I}DJlh$d-^l;ompVTPim(9rB7X>T{UHqY zi~Q~Vd;IXHZcZ@2Oo@CLo=*DAFx9U`gh5}a|KA&ydZ+1ueWSd4x8-^Wq8~tg8|g9f zTN2@=a)ieZqj1@@tKoM+-l*RU)Au_f!fZXvaTk&wwZnMSf7{L5X~Uj?exdyPI9Ze) z8EOsrBlb@izIR0WSUX$a^oct$dd!?u;0NY2ggO6MJM-s+;rlMsr#_87mz(d%sk#t7 z#!5wN^fQ)0K8W-g59zwb=)64eYoLU`gh8Jr=S@X~A)iM7Kp4(Tpgu56^)Hd};{9uK zyNd7krS_-SLT?6$zjsG^`g%t{^w@0-^Fe-?%v|e|a>^9?M}83I{>o(Ujs)8N z&uz2fUgK?l9HsHWW~XfS#qRk36Y>6oHP-Xz1&aGI;@fBkX{(nm!G1OAr;X9f$o&^e zkxunzmgW;}97DH^Y`GZmB*|~$jd?JkQS21&JQL~(lwUc&FUGr3zg zy_pN@OYOmo@|Zg=ST#s%xA;CkzFoxll?|t^(&qa&ByUZBehnu>)Q9xTEY3^BGfVd2 zknQtm=9_xhzbAP*clwy`Z5^fIFSx6{TG7%-)Sv9LGcnqa?5neH`}|9B0ouj9z9P6v z#Z2ih1-};gC3p3FI^>!7o-w|2^?tqU<}qkr8ZWy9r}k~wz!Bp&)u(IMVZGwK6yGON zd5!~fuRn|n!+BXscl7i;XK^b8?M?Q=jCh9Zks0mD@9#RYbA{12-1kcMlVkr#<3}&qpTt=nW5s#Y%7*z3VhX?%5d?-J6aUbWOd&Ve(muT7YRc!TWC`B+r5$ZF~P z*m&nRlXosE&&7B^<@Zq=v~$myO37ZB)sOP~eIEaKcs$ujoR^C4Q&cCRcyd1EA^r6o z^`hBr8x2)Ae!j2o?w^|R1-Orq>f3kI?ymc$mcaj!eKDhdkbKNI5BD$clE@r!1EHYRj#kVejbH{!0>5us!^?#SGmqX@$7%lFriFZjE zT<2JqyU-8kcTuk>*U?#uFJ1ec2x|THiGC%I->wsW-ilt~gY^SyU)L=w5@wzMPa3cK zt-9%Gspkp%A^$Fz&pXF6OZw`!-n;4h?c=dOXREZYeknsY94_fEwQqk((AX_1A8F<+5d8v9ebuO!FmhXL;pX`lXT|PsM&_~H(+*)s8-GDsPp;E_yO6s z-tF_Q0e?x)4{RFO<8Y7J=&#g11I=ptogX&@{k^eL9%htJ{aYy-d>ktdZs; z1B;wAwM{(mJhk7zC-q&PZ;HTr2bDMIbIU6$oe#s_Xgp`eeFOibOYw-?8sqgwu#;$=D}(;PNXCqg+HeE1&i@}aD&fHV?ui)ex&!AF<<59?JK6;Z`ee# zzriD~v>nv!BIYynyu0;1--XWS(H^uv!i;#1-giG`*12XM>As_Q_p{j(Cf5D~d!qIk zGGJLNn>ijhze4?E$jY7%XNIi8{w&42Lv{s^Yf|w8@f)@8kgTiW6%%e@fAED;|IFAQ zr1Cthu0L`(BG=64{5%HsC|MiyP^yo|&_2yitx((_$IoXq-#aH@t>kY!UJaYK#?}D- zl;mSZdyxGzOY6f!hbL_E8=QglO_G0TjGkVn9yf44n(}AXwiKMRa8&Y(uXvu*KMx4+ zcPk#}0f{|5?p0j5F&*(U)z@>;U84s4=H`v@(UZBO7=iMB=4~D z7o#pW?1k}yo@a)A(DTE8bgp=rxEuAO_7a@O_R1{TA2ZfpC_nK$|Gz-|@E;*%J44N2 z-{kK{I<4IE>xLqJCVh;&=QQ-a<9`@0nTuQ0Z`I-_{5kcPk;FLPP3d0UG>-P3y*E9#6bk1+A`yjQAb4TKQBiYy3pxmTq&0Jxh&6M`djP|Dd$4>jE-e%!E zX*^^`eBaK%@^2DWuE)WOZE66DSjKb z<-n0v$&ZjfrH`K;k^3t9D)OiLk6#csU0?M-{bJ64{I=vp$42)O=NaOC>e~M5?zJBC z8+zZTzr0(6?$6Nva%Fv(abJ3?zZw3F*84ae`d6M;i5KsS@z7^WYQHHh+%cY0eSK2y zJ#v%3#C(I~^EsaDVl2C>s-+r3`4huFt^eWMqC8ID!S=}SOZ%zJ&?lG2&wB{I|I4KC zR*bZs;6sdfo#wN?n~sgOdioIdO!nZr{oxJcKVM)k#C|j6#bcj4qkq$Q={M_`edBO# z*bB9{;7MFRzhi}_-Sh4vUTUeVkKn@`Uoyj9I6rz`ikCz>pC^j<%XA63-#`ohe@6QA z%L)&*4$70_Q^8_?-!Es-o#U;>!+*7=^2==1iX$3G_Tlf)VQlD~KaxH92kM0H>7cl; zlI+_*>~(DJ^mJ+c+20QmyfcS&_BQyLr*=N8_S?JE+J1`%h@ix#XVux3= z8L%hXzhTCBL-I3A_Q8zthuTZLFXE}dMUKJUwyU5%R9@h*!>dlVX&}Xqfj6$sRa5;g z#lJyaYERZ&V+?zu=YuZ}NjIHkB+k>uGfVR&X34&oC4V((g5iVyofo4&lYbV>=cVGA zv3^SO3+DTx<0r{qx5?O<63NPX1g!GV=UbX?`)KcviBZrm6ZE)v?O_m{m994gBH-d#c3!&8Sc4KRlf7Qo1ajn0IGyJFJ-;DT+?33Te z`i1g5eLOSPD`>tc(syzFM0qCcpF)Sb88-d(9sZi;!=Z2NYY(iNgz{+o2y<9(m9)AN z`?2J&!iK3&pO?7^{ek*dSjeB4YpE${f93sB@yw8)`m0Fi^ZX(m?aA-Yad?(cF&XnE ziuc04ZZa>~a~0M==~LVHI(g*5GHL!kb?&3H5A%DYzmqiMzxRvp zED8xd2!BTMPka8S$Hy)cFkhwTr+eD_FOz0?<5b)4Cv%X$ztSF=VIRZ) zX0(^bKRk)&Z~Q#=^J%|Cyf5eZE;HJf`lsMH)~DbkAwS83_?G0K?dGy@LYEifdye?o z8<$t9JeiO4z{>Bp1Y`b2&(G0P*Y!QI8tqH*=$!hgw##QJ?rS3Zo8wW{@%)BrJWu+X zQ|i8{%ic;oGr?sWmOBnVAkBB?4bD22c4IESAEo{?FHrVO<7F+hH}$W1Y4ZYGyVS$; zoK6h?Px8!vUZ573a|!w;dtKoE$isZDA|9mnSP(MGVb8Y}V6rD>DL!0q-7{rkA9KvF zN!|rNhjv!I{8@@$7Czc@qil9BDV-Vf2P&T#|G!A}U$nNj%Y!d*um^Kxdxop|+8mmF zRho~4Hy_{o-LbtmKT7?d8SCTJ|CtSvSsrGb&!F-Ii}M4_IG;fE4d1)C+l*$7@x3|m z;y?pGv$)?Fuc`ivS4KWKIWHUbLj7g&`y)w>EJ~pt%72N0b=$r6ClD_x?{|q`vSvz` zx490e9lgIKw$p}g!8as*FEz1gS!d-Y)R*+P)LhrI>+TWIFXgw?;-aO_lcOk~+HYw` zQ;*7bFKNE@qHr6 z7g4QddeAaT+}9PqtX9LqfV=*vFSY-&*@r`O)ACjBvV6;f7F>3E_XgirQGZ&#X+p#c zgHWu`Q2kbD#@;=A^t#kvRy1o=JO_l?H^t~B(et2U+{Z}Bx*l7H1luj$MDbENq$GyFY0zgp8Ert=eZssF9MUjBV)j3t=l zS>sm`^mAi0`ZtZwYvR@3FZ+5H{*vs48S{IRcTMi6TgI!)rSV`*zUmN@{$0^usC}a5 zkN^BbE9WT*~sU z?RqfBy6B3ezqP-67l%GL4SA^ibwkXzJCC+N`O5#Rh+miFx^2S880mRttS3_cTz6`H zQ2dDJs6TP^0GIor9Toqt9jz>%8TzI912f`v^S{$!Kh$5v`-MEd3f{r`5byK%5Ao4c zmyAi073v4F{DQ@PV>GVr_aE(t{Ud6x^}VmSTRvKf{z38zt`dCpVWCU(V5xmJO#ET{ z-gCUTZ$6$`T3_Cvv|Z)bl!tmntzD&=WNf+@Xurqf=$@oHtg%PyJv$YxIdKB z^D1t{q;y6+L;h}~k;mia59;Fod#QghV}F+HMQ|0rztN~-%d2knF#o3dZ)`p=*ZE0j zsr-%IuRX7d+Ku>+(+Ag`J=)?o(z(0^KlP6zsr)VRgN^Q=vc~x&(jPO@ zna>P=d87XY*f+(WTZrL*_y6f1 z+;c+FKgpkMy<2mvJa(HjUTizjz^Y~cwlzC&dE1?fZjVbHCHcqg@{*BnzCVGyRNw74 z?H(3gQN$-SpJkTTYj*VcxOMF@SJ(&je`ZPE9jX1&@&eCF^WPnpE5h9R)Y2Wx{fim% zPqLpKzs;Oww>C=kXU6(C)i2iguFi<9wpd?c-oI(@sD*ke>$(5M5@Wn1`-x5O=(w%@ zLi7icFE%eJ{9cga`yU#gn5Fe)W{ii_zB@fWJ52fh2jl0zEcUZGUGpaEYv=s>o!gJe z&=Kq1I~SEz#Fbd-CW`l0E-i>QIIq=O@U5|SuS;G-z96N2?<9u(_fzsNoz3$c16{HH zLG{_?7t^Sq{|fBCQv2?TI#H$Nl!5sJ$rra^sL9%QNs@iW9kMM-{otrq%Jvdhe(}$? zBfhW?dVY7p!H$bNZGt^9r{ONOA6d{hwg2w3?b^MMm<@f={Eiv^lI)LJnqS3tz5Xs^ zL?ZI1`M7*t>-h_I*q}XqmGxmpd2RmTN!&i1j`wLk!HoNr$o@orLH{p*F<%tbIxolo@9_jS&kwI2DC{qNmu`ZTye5A8?o zyZ8Q@Bi>&d_~ejJ zQr#-21JeH4p;I1Q9HNiv4byG?MoBk|r#j61zYDe|&19 zS6)AD#Cz2KNzD9z3-N+Qe@nX1r@PkgWr%ku|HGq;R%s5Og!`YUK1aG*J5=~@hd!7$ zH*##7dJgiCJsn9-JAF%YiL`#5e95Tdw^4|+Uy*#LSCxs^B*f3ue$2R^f!Z%6+OVfa z_E?Pflz&R}vJ*LvQjkCMms1ZK?D!4)r2d=2EcUljswXsfVEswzZ%1?gD<8VKleAxW z^yhck&WTr`e=0xK=IFhs;UBa{(D$$Lf+w>53g-L%MY`%%mWR{fU&%gG-|QOcl@WmY zl0Qo`eyu*Jy_fcOem>2$&Y%|WXTzS!KAG{oG1V_^_tKBKji=+hGpFCKdDrXoB8{(6HM+JnkZ&*r6X8Or|54F9~~Z-zaY{lhz0-VC#ImZ`z2s)7G9o+tS^ zUE0seSiI-)(;5Ead;fT5#A{R^kuJ`6WJE-bnlQYNbe<<;-6Mz3(>>ttY5dK&(xP@& z&H0!Qtt0t}HB0$?4X0y1MgB_gAZ{;aocAFAD)QSW>O=WS@nq(-kISCynv3-<8jmuM zcrWZQb%a58*5?VmAZ^bPspt=+{}Z)e#yKBS{C@@Y#}hrz&gL->%qFDu7~F!KdN8Wr!FOVulgCJ ztKL!SpIN_HCHWuzgciatUZe+e|6|7YzBK*_j^+GM`ZT|AVdpu>NBUugehkP%_l8c9{NrgOqqkj}D&~)r|LIO)15fDVR6Wh@<08bS??*C9Z+AgFJ|m_Qhz#qXwwb1evXij+V6DQ-Z7QK z>~P;Rwa1x}RcG9^6yF0?(e7c z?29iyWVP&oc#`U${ZeI0*HIOcedXwU)^y2Tj`5u2XNLYrAIx~3-p^^GvU7NPG4gAn zv=6~1?5_lG;r3>Rf1nEQ42P1=Y0GPmwy;yf@K^`riiv*Y=1@91BUpW+i{#0y-0 zk@@I;lRqMz`hO0wG+r~KJkr;BgRpM-Bc%H^sSvcXJVt*@FzQS8 zcG>>Qi>@)v;SXuO@3LEdZM%;v(VjG3Gh=>F{_^s!!+)yVs!ILi^0k`z%{AIe@!sV- zJ%2yBwg~#B@&)^I`OG-KO7*{dU)64Beg^WhRkqKS3tk^H$BvZpyK-m4hauw?>$TJ# zd0j59m@({|mN@^JH}=`Yg@KNcpYqGw=)LUf^F|o|`1#v?ZZ4XU2YaRTt9|^IJ3o1X z^-*(WdCagkvVUg8!*qT|q;nO+_nw-%hcZakDN|~+&U@6x7SRcc#Ro*QyL$yEel`Utzo#H zHRpFNX44Ywv%?V&QGE-n@+J=H=PrHkS!(aQNe^Y-ha1GY* zn!iUghS&cJ(l^zb@*)=XYp&D}GvYH^uM_Oa{*oE(P4+8T>^Bu$y=}D4wGY~t^ecD< z>z5h(t1J&ak9dakA)ZfXdlk>8vAtg(5|=z;a1!i;?DP6;pZ~HhS7ZDp{a-(RF>IK_ z8u%MiWqp_-50%G^^_72~hy9U0MY@Q`ufOkoeY?#rHNLMY{$_)7-bqxE}coWG>;n;H9KWIs34Qljl%wU_LPS=ujP#&}5bFxL>@N8YS3c$?+zj{9b* zKQl}7gIo2quX_9XK_B$~t#*MOBQHI~{N7xt4`%G|Q2fgb`AB||KAp!GW<4{OU$EGZ z63_Gfjq%Jl|3&>zJkS5HDAJ*CYCrM5@Zb0H9vID7*$@BEK>OKv;JoIL!W=RknX#W=l9|LX}^*g?MwC`^54q(yYGK`!NaeL`v<8$_rLY) zd2HMtN#76ZY`Au;>=ovlq(5fZ8_oAcx)_fi9McU7H<6)z$UYvL2Gm$ISRMV7?1LHg zBY7Tnc@q96_!|0qH)VYU^L;<@%ouN}y#)(x!<|6}KR5ibf9_g7N<^f-R`)^$C? zVEz+#HI&BpqR%e5nfp89 z{uzpAiz>rc?`nHe%I}G)f4|n6!*G8F$@iq+*7Lff1Moca(QPBl()!^4N~k_hj^3>E zqC*kvgVLYY+-NsFss{3-^ryqlYBY!n(i7j0JoU0`8+Nu3?Z@f9^4|U@j$?cw|MZku zoZn)GKj8c+9r|G2es!|@_|ejNx~HjLH}tW;DCQ$ii;8D!9J(Dc~1LK9XlPYFVOSMs4v-DiAkAT zSf;hK-%~QYXh+~q#sB$Ge=G@%JaOFg0?wz9J-lc&RHK7aZ=Am*{k-UCX&yXTNBZ93 z#ZLQ;b8~A;@-l1YarrL}n~&@=;0y96dt%md7x~{Ea%cX*tJr@geZIK2-MLYhy?CDN z`DLT*;taP~kel;TJi0Q)n zQvCWV%roDkeirtZD86Avd`9iXj9`-V@!INnyw|I1y7gJ!*QK$VzxBpJUh>y(w>=$V zYMLmW|9G3UDzc_S7WxCdFF298^xizz(*FIW_^7PoX0K^$+oOK;eA(onKE(|c|F1&& zDO+0*XC7OL{!aUQg2nu%>|XD$jZMai`?BKSHEey!+_?w(C(ZAebz-@`%$OgNewnfV zLiQlu7xCA-?m?CdGpsemdGdE2i*%-RFqYQi-s_HAAE?~lr~Ptfd@oJ*%#3)5>`A2C za(&;g$zI$xF-)Z-S>d&wmn40>e}8{>tI74%#r`}q_Pa^m_thO*K5glN_UHVG zVIR~!VW}`ps%aYLtN^$D^M%cQ)@5 z^&0+&;@{8B&n2FG(g^D*^!(>F{!7L<+GG5o{60siw+ZOH3;HB|eLj4>?8}P5us@0i zKc^df_|)JA;tR4DW-UFzj|!L0USEpxIRC1IcT=`yL;s|oFK(^E^JQltKgFNS()qhD z)kXDgRVcz zh14G3+?Tbi=ehy@d%V(LFrz(a{hS&4ru|uwZo~U6-`nlH65)HeW(b!rSooLkOTAl7 z8`}uuKb7}=-I)V-%Um!X?@^Y=jQ&pb`F_*!Wo0)@Y5nYb`7xK|q{r$jSzkYP|GHc< z+6()Aqz`84yy=f?H=fT*v_gDI`e2s)#g7{;-43j_M*EUJelCqL&feci`u^ePw#P2p zK3s)7^nRsEnD_J7&tT8YR)^o5$^M4*7qW*+V$46NeJlIlJM+#w5ap44l}QPc60XZ? z?Bx1aUWoXz?p_CsuasZarav~x$vILyQ1z|N#)hVf|39Vtsw$V2F4R(&(tp*j7re0T zMD$mRKbTP;%1^KukD0MwM*02f+a*17_zCI!6f^SU^i1_JEe|&VlfU?tGbrU;kU8Qb zs_(D2C%2EfR|Ec$(tpbvW}ev93gaiurv;1egPBoZYJXY=?zUw^DU z8d&{m5B)NC++Z*--2(a`fBA=5d@uB;t6}BwMjsH*ll;um{J7e0tiS4#p;2l|HxEkF5Fah^&R3pW&Sdi1oQg~;@jbVU8O!`s#Xax=dZdUo$^<$+>n{C zvJ>+)WqZn)Q9eDd*1xxP=aLAVUr@G>Ozn2}+4`D^T}V?EVv684iwA2sd`Xy~`~Bm6b#iy7l1)kmY{=(y|V#v*=|Y4lIY z_l>HD@saeW;nnkKM8!w3-XhZ|Sml?iKMMN;^uA_Z+CvLn#rN`*zt;YMe2bxq|0|<( zt?cjD^0k(z^887ry(M~hWY}*wH_E@}B)yc$4Q}K6Wu?8ym{EV_cp$5}VfMkp?VI3z zett`v0T+ySNb=~IWnFw)atHAOrR%nOzcJkE0{o9M{*f`m-jwz!SgIeV!+xl}b>~N~ z&U2LZcV)U&hI{f~`=LC}j~M!*`f@t@o6>*E^t!#th;HbwUXSaq7ZNZor?5=;E1BMz z!--uhTVwnodGszEGBi5U1nqZ4+1|{s7pH%?jOOn$PKSP!@vmUm2kA?^AM`Kdd?x8f z@7mP2vFo(N_iD0Qwg(eS4pm@1hTgALcsHO;`Dx@&_0e~Ikufe}7VL@IQ-A32V-+n= zNbRA&#b&(eynHa#hZ*AgePyJG}F*e&T$(tj>!w4-CgI zL3~d7G}ezC(W#`TxUWKHY~ug){ZGaJ@lk%p&Cd6XZks8_3mLQcK0#*u$LOYI?R=aU zBmLBkzQ3ew))m|jN$p)vOYQK?I5qe$<$jB-UekSpbmRMq_()>D??_fJYSoQLb$21Y zBKhj=F*#awY9Z=7OlgnI7~jYr*SjCTIyp%3f69K8P7He?`{Z=2KaoFT7VBrS`rV!C z9lU zdv|_m^8a56mh73+#r#&*@O|vTT|b(mJt%)>thdwn&`6{C(QyWPkdN%Qk^gAzkCRog zUQF^fTJB}AK>i%-vt+-G5*y6hTWcr$i*o%_#*F;~@^6B9{1fSrpUZone&}LFYdlZ( z+=v+Yk^M1aKlESb|0j?&uK#CoNGmt2mnqi^1mk(-`jN!@*q?~!`TsgZI^t7mFOkms zTOu91nPhK`JN9hXy+Uzbn#LcK=2^4a9-pHzkmWO}zBtw}N^yRH?6FDHPL9K}#^^Rz zjaAwUGu97U{>`vwsz0YAUL*ZCv1!*}&FA{CPb!}o`ytFD*Sd62p9OiCw{+1c2vvNq z$9$#CJbC9-$V2vJI$%I@U{ggrMeT1Y@1Hq&g$3-7$}>F>J~Os^7x*voXQpX|H4ko? zqsj4;%rqm~c2Q}dWUr<_emP&RZ-M;j`KFESb1lzJ#(bIVMKIqFBV*R(?`368dwsO| zI5Q9PGm^LIpu>mN&K$(~*H%jXFe6?ieTj7bzCtEAj`b&=KPcp({BR!t%g6ci{U73e zaXwJiRQ_VSzREVlpTWxV&1(4R=^q^le>?bZ#(t6W-;DT*^e3L@|I?8%i}{bttmgJ* zKjuCa_nXMfdKf(@veiTTk-eCW+c?*!a}fG3wU^nWW!fcy)3M%XPUR8f`*`wi%>phZ zblz|o<mW<@kRh>i;cb%Ny)pn2Ynaq(8xJcsyuXN3}*@ zzk`@xQ~oXOGO~+HI!X52GA1PFThw;=_y3gj70mYu$(Z4f$-Y`XGt>HZ(g5>MicgvG zeFBwlVbSGN*+n(150QM#lK*7J{q2;WMbEgUHyjn`f0&2w%O4cBREjq&#>VM~F3*F# zko*?@85cL6?TYp#eOPR5bSlN>sT5Bzi}|^XS(DG(%Pb17+s9s0+-E`MSvIZueInXK zcLL|n40%a@W~@*C^SoF;ky-ZI5Mt-j5KQt}UNO=2tua_r#4}c^kF^dauax|mwePvk zt!pd(Z-V5vzGh{yb=8air9ZpYKs9`)@g}t?ksCV|*;8>*7c*G3*=ltXDCv+&jg?NkXyLFS*Q{Twy zV0~!5(q5Pm5BvSi=uhO|#q+~if2|)?@BULK2z{G5iG>w7Z$@lWKh|JD#zV0m zF0(Nix~#{tSy*qS@x^9Ly#_YVo+G{?`D}99KZ}|D4fa6s1GAW4%9!D=Nq%O;6J)O< zo%bW9=Z|pyZA@?b^!iy3>$lXt%woMu#ti!+`w-9b|G~)G_#No@phpSHBmLU8l`S7S z={L?-kv|rEQ^icFKf%v9J{EkJ{jcDB9xnyI{FkNi&335IfjZ9Tpf9SgU_PHGv)wyq z-HnlB(SB4v+h;#6j{czd{|?fZVBYVMF=M@f>TCC6OP1n9jo|$i^h|7J!blUGMfqgQ2V#*yKLnOHCOms@~_MYZfU+O zSd8cGPVZVdpz8v}w^SZ8;y=#sX4ahEMln+VXh$rK5AAOCXl7C~LGmx{H(%J^a)P;9 zF3a0K^RBt(jCs<0seO6@6+G;a7r zO~fzM9vzyc^_^s|&^Ot4hb;Xcw*4)o{@>xxt>0-~HjDG{GQncL+%dX1YKK{W+(%CG zFpKkkGG@sii*&wkPiEil%VbSwZ?(HD4>R;n_R1{HPwc&|yX?Q8kNGmm-$_3;zo+aC z&NtBd1~cMM(g!pA3E4}hwPUxv4!#3_O7SSOF0ZG`I_=Cid|1yP@zD%re_)3E)L#T2 zru};HJjO4YPm1?>|3#!r^I1+udy&369WfqaF*phSp6f%5^F365P8aKKvQAGIJGPRI zfj!Xs4mBFo*s&u=S|4y2thN4qT#nXje%~QwSFJ=Z>Hnr=4)?!JJDg>vRhPb}7mV?P z;z@_sTTFjdb^Txd#A5$d)>)&))5{eBkY}7yKg{Ug^gc78G`YN>fbqHhwi;Z#sAOKe5CX3$eD?cG^FvWi_YUg zG236^J|)s$mk#Z2^&X>!^GeF|D>7!pgH(Q(VIGEK`YFacDz8h*6+_)3UunMDRmEmO z*5zv`kL;(bT8ZJc&5He88c&$vkLmrc19~@kzEXz!1*v?&BHr%m7y8cp(F%+=^**%A5wo5%;!U8%oxAOKZ$gYe_65zr`}dgEWSn~ zzy8YlI_1`gQPC=`)rRGF`kwiHn`N}*AA3yn>EX7nM2d%c7EEpB|Fc>eZ+k6Ikx$bP zNBLBLW@$X>{q}%Kw)sNcOs=1E%L>aHcOI%NVf{J}a5-bz#sT(E`g9&MdC>j#iu2r* zpYz0~nV~cL>+cu5Bw+Lt{9}lizx8c6bKJOYrHC)d9{Qdx*YB#XqE@KsudE-l>Spy` z|FE|j#mC}#FO|x_)8Q`z{$}(a@>l#k*8j;riTtDf9}lASc^Ri;{gv8JuqxMIyzj&P zof-Xs^dXr4KV8Z%pYSUt5$^KlP$v+-n5d(W9d6;qkAwU1@R-@J#C0IYF{9M0uG9Da! z2JK1jGh@C&{avK<{S7ja&fjCp`gsq$*ruHf{YiO#OV%&IbI14Ef!YnZ{C-P!_o!Ub z6XPq*_n7fL3YFjQd(JS6u8R7SeEt1u?laBOz=1;!&vAE1+N(m&i- z8lMOBs2BFp`z!AIqWTW-GBG|eeGdBjQl&jG&Gx`IKe?+Nxxr4wea@WjA3l5jwF;>}4O%*O@q|?xD4+B-D0ax1Ri@@rJUr-7`CIws z`got}@22Brd$80*ihr2Jc@G&g?nk2X+-#o|8kSE$`;dO!+ON~HFj4&981t#C!*7$GmAFNBJc0kVDridi>Cp z+HXj~2-mNXiu(oEDC@%v{jUCp#rg)PqyLk?5xkM*WftFW$(XU8N%~=y*2kH#enI;2 zuzLGx&4OBzK0Tb18w^RPhCR`E>f!lpMr>Qf_Ytj>@-bt)CV2$&`3V`bI8P)P_Q?4? z-PU*heGAO*X??=uN8|p+uG0RbOmH5{H?+?Cf;(nMAwRX>&{jDvTj~wM{FeIX(9$Ze zu~QerKau}nhJPaYL^_{OlzG;Q|F*N%2x))G(>`w1$uEA;2erTF*9nnl!@pvFM*17p z*ygyg`Q;i@IenOe)^QcAUo8;nk=1wP^*2CYB;PP%*dy5kGxj4$-@}Vt?>HrHL3>mD z#SDKy<%x7YUo9K{)nodMCK=LtIJ4AWMg%0h>-5_k@>6^{V&?p<5mp9}hx+4)6(O4^ zPRd1mPUVj@UhvS~WfJsfu58bdcTy)LFIW6O9j(7JLtc{qzo^RaUSW#oDL*f}nbC!H zLL`6U)h#aQOXr`kcaq=R&9+I+8)I-k3BB*_{>8|??mbC<@2$1g{%(37^I6gtvs8cY zqrPjqU+#eO+?3y_jJs|2E@-CPf#o0d{*zOyns*KOz7pB!`d8MkH0X_Zn%bLLcQ-#j zIw19aPL~VlZ&d%$hnB<)pL7E9(0Ig*`jEWLc%I51edv9F=KN3pD=+I;>CTb2vA)?> zslU;uKjjWQH3946q@OW1Z`*y)xq|V8>NmzQ=$_rSROpxNYs~EA(h-xhv7XaT`93qs zv-_Ljul{)+`XTwp{AiKvVfzX3FXcbB#fs548zjK~NnU1@$Gq43{KQ7S_#T1YADdHY zJvzA%_jQwh8~eenPK(}&=wDPGv$P&1(#8JQxE6hm$OlhDd7G5-GGjbh`!^&0p8F5m zaDDlCoJXVamKpKA^8AC08UB^}he#Lki(tObTsAI#hFmAfS zr@ssE+6s_~fZ)hAOUe_Gjps6Va8FvFfWKT3zc=JLxz zO`XQQfIpyk*M}JKA&qa$lKuF6yu84Cras0;s=sfoCb#`Qr=dK`&)3H#-13`ZK1k*H zE*vprU3m+{Pn;grFmZZywlqKXjXw8%u~Rd=&(9NMJ@_Bir*ct`qYmgMtWJVMq&KN5?+cbq zaLuze>vBcvZ_J3FNgop?ZA}}fri=eqr}|FR+FqqHNDJkY{V_wnf6}G?JTYcY>fF*| z#Iq#-#O=*C1)cZBdJV}p@kzf-b2BIGzmtEO`14lp4>9vGpQH4E6>@Lah=nMR{Tf@xq;@cB+Vuh=X0d-bIg6hku~{&a4y9^DmM9nf1X8 zeNp{_y-ODbtY|8}$CgdXOI$X+u?*jvQU98Bb?TDj%(L)^RNkZ?WA~n{6M*rW`UkTb z-HW#FZ@#ySU&EiyiN8e()qld zj2YjrQhrm?68$Zft7zY4{Z2W%K>OQ}4Y;3bkg|TvlK%;*>X<$_vOC6evX7AJF9$}> z$vW^fUFr zGwW-aZ?Jw!?K$=L^rROx8lpb5KEjOpu)LIx^Y9c8aXR#^JU=WG&ky4GP%!^LgOo1f zhiMavpEqu(nEz0FOj|!p*EhBp>qq3jnBlLeKTgZ=UN`XNFK`c~{+Qu!$X=MGcw8{w z-yoZIqgRukm6noyPb*xUVfHf>`O*8hd)~g2oj%5InjbJ@zC`iG^pGmg(-Rz_U(y#d z;v15e8SO#(onfr*(E36m^wUf!?~Imlk^OHd?w_Lh$c#RlRNPB?Lci2sW~{By2p#wx z{($UZMuOYYZ#O21@3mz!_m#g@ry7O;F{i6S7)W7@R40+oB&4{nbKZ)}Bdsi7V z{0GT9CvZtkttnp8e)OE6@bqUr0ub+0e9jDiNd28ziuXl2-_I%&Ed1%5TgUvT+jWu7 z3(mP?>SHZ8gMP?<1@B^eovZe7d*t;7um_4anGyd}d(SmaXz`z}Vm-ZsvcAlCp3Vn~ z^g{N(%45zO~f$e6L7PWCu&&dLXgySl?(slDdO4VOet zsKojdzfX+yU+O>eOUi-=72*Gf)s`yt!>lJ)o$wErs8syJL6~viC*$YQKjZ&qoCk9G zn-Tw$zWI5~pGh9^{uky2DtR%xAJ)csXR@CKs;>5f+?s3nbN^acuS4nbVZSh6ReldB z6TF4TyM?{Kg*>>`82Tf9GeaL#o=9)b`dWCSW}|gs_ppCO`dV0Ozwh141l*57`dRql ziD62G7WOmA-!1Cq`hCTyL&%TP7yUT?CsV^3_D%0I!@tq<;a=hQeN3jq-spK|?63cm z4tpj46TUwsAfU@E#P8If1PlMPxc1a&dyU(Ow0;A3{lnKa8*%$DO*{Ro z=QayGPx_1~tUK!NwehoR>BU%o zqV(m}x0-M7y&L|KTh_B7ZMf_~*!p?Q3a2R(!ui{yB2G z?r(!Vm&NxpvdCNAG!rH#!5`E7ca3_h21$K(qkg2%HC7&TjAwb`ec~v0{YDcyRO0_v zsC}6we<9MvdMY#ONA+LZIKysN+ez3jqWsp5yJ;Kfu7P-j{PEiI?DRHM`oX`GeXg^= zG=G{_wayoQe%+M8yYC;rjQIiSf1Ui)+Imk9LOzNoq8rbi(XW%5)c(;+D=tnQX(G+H zqnEAF2|85|{(#DlPQ5;_n_eoI%8Sms>ht|-cl2LspXj@0t9p#k$9f{^k6FrpeP8`U zExTpnc`9Go76hvkMH40p7jfSd&fQdDXn*{U+T5oA*HeA zZIK`I9l^`o-^biL4ErK|Y_Pua#p1ph?1$`6urcSqVQcd}6Rbu{{c*#N4G(`bQ8t@VUzqDhb~F~9ASv_-kiRE z{Nm;x^Kia{-jAv4Iw9`de`sHd=a~@?)B7>g8}+F!J|gYEZwl!9qub{a^nc24)1(CR zqv;c&AIgte^0y-0lk?kjGP&cWGds=A2ar2sQtzBVm(tlf0O-@ zU~xW9yf4o0F~k2;{lxQm|Br>ea5~0Et}n?i*~{i(vpm1+w~*GaHp>U3ZH_L&c^i6u z^YLW0^^uD6g*4w|md*=pe)^{9qkDs6FQXvBl~}!+wqD!#?QwE&VeMri`8j`=S1`C3>z__#$77o}`bhy|Zs7 z>~oR&<2LUf^Lu+m;JgRDA3OI?Kj*|Ktk;lz@6-t&`ASv~-_z3jJGX`Q(5d|y{)_6f zt6=@7V-x4$dvtm~uFmcUGyeM_y&u=aZ<+q|GU%6{kLz@Ak$>JitRGT-aj|xVlT(dg z&*YDGKkAiv=xDj*zvA_`cyD+UOXmyb3nZUl(H{lNSss~2YNGqNcbZ23 zk9D{_dBa=!>sxHYctYb7GvuLoL*8uGdA(IV5Py)o@+BQE)-1Kg{h-wT@|6=`toa^= z{zLVXUz_%{uz{B}p6_YX#HnXws(vx|KW4T+wH?q`FX-$T>aSP!dxU(!D_`UlB> z=t{p~1-*Qv^dvo3J*}xRfAO5zS5MkvJ&4LrYH@Yt@Egbemu~T~!?M$^7!Sx^lAKi3 z9fsUP`;z{WTsL10|BB%MQaS>-B;IS-zvS3hx_@J0j`t=xHy9bE(t8eoFb6(Y~FOoNAYnTAA*M{z>soYJao# zF}IgMKI#w5c>kYt)Q99ry;&nB()N-RU!?vFS=&w43-&t2H)wnL! z+o}Boe`5Ped)1~_$KunHzfD(-h_P;$1pB4()75%S*rTC^{S^u#-!tDmE!kMOANnBuFk}6L_;|~( z%{g@x|1VGDBQy3($R1CG_mEllxhsu-Czc#duzR->_DJK&iQ{^MYU~|~_=)`SiStpH z&aSh8K1g3#h8_3M8WDx|ruN9P&5zZ5eHHdc`Db-BO?dw08J>?)>homHF>hO4&ym*e zn5Fs2Nh_ars(nXk|Ht|eEY|Z*j#P>D>%UEE&y!J$lGdCafcB&EPsa3{tol|>;#2L8 z2M6nKfIOsMX7~%zCo}Ay;)PSse+@JkIUV|>^fPtbe_JQnp}$al&)9vOXdSa0_l=PK zpK-VCsu`p3H&kC{Y5ZqK`P3fF$e;5YQt>?y)&FeMnXOJHy@LHy{myop zU~xeHU1vM%@9c#7W;Pj777ZvY{_ZKbMj*YwnK$+HYB3=kDml6x^vToliNhJK}KF{7&#Mq`&hKzkCO- zE0X-t`RGH#F6Rt@{G`A0cl>{LkF-I2K>gu-xksma^Cs6A!1}(>)c$war+e7nrS`or z@oiClqa4I@B;SR-g-@=nbVGlk@-Do{`O-sWs*XA9Key)9)6IVV#{8S)&u#c*s^u`n z{Y;c!Zd8)pRI9@^Mg4L&$K~ec55;_z4t8^?pWtmHgL5FU{dD z-RDW?moBcEzA3lqFKPev;?*2epWJG#H1Yne`sU_l$7;1?`7RRUd;#^hOD+0WZ;srE z`3~vl(!9{1yorkc=b`mQX52?Y^}V$0h{f@)iu*B1AD7mw9vEgg4Emt)oLP!D1dI9e zrJ^Z*g?*Yz>mQeO+-rZgJ0tExkuk%ck^Nupc(KXcw5O2AOlfb-*pHy{FFT*i_p~iR zd(wDtIl0xr?Zt}olAKPA`+JygU6<$B<{>}Q_vO3!2MrImguQWjRUZRJ59}_Le`P?k z4qJ5=XhpC-uWY@ce*M)`#3R(6SJGv!$5d8I_IBlC&F?zx^t4)Yd3mZCIsct*1Ajv8 znb-DZ>7d~D&_BtOw{%#`J6oM3`^;OmvitUu5x8HQ+9U7Iho?@B15iJHzr=cC4KJCr zzLWPt)@-4nq4qK=3Y7cHI-k`Jig5<|Nr3sDE?xG z|0a86M!ZJtDbhteBhrOF1&i+~n9-gje}Vm%^&R7FQC^nPewb0-oPT&apXcIqv={j^ z@q8M`SIih+$$kV+_?M;iQIYkiw?qff6#cf8MzT9GCXyqRGQ#xN%aOqsj{N|~6pW36Kbo5ipOLevRzINGl ztMD@ue6q0~OzF%x56m1fU}d`iQ`DFG$MxT140f*F2Ya_w>W>-zh~iIX><3c)n5FZw zw^Zd*<4#y(y_x*QtzA3YEq|c+zk8DZ)`9MkCwwC?|DgKap6Rt}ae5Zsr}5|Z7ITd* zZ92nWl6~9>|L$Mp~z!zy8DU4P!Cj zZd6_iyKnVy9+LEX_my7bjiJ*2k;$0xJq+oSSxuZ*x!3;N%aD+DxX+5_v-i9^pX$=i zAO4WeA235c(myl$1NEo-+kB!PtyzKgq5UGkw|PB{Su>yg5wnIa>zf(l1-0M(C(Cnt zukV2JN!|w|AN%*RTaNV-svk4_6_x*B)zj&BlJ3GE()kQ#={(4zi9J0`Gp?im(esbq zyd0hT!&Z|2QMI1R%kLi2d4$3`<^8t3-T?b1doOG$>%1&D68($f$-6Ptgj-+(x@wjmbg!c)1%8;tC|nReg?@~w8LS^qxj3xdc%|E`a{+=zbCE# zJqeM&&)%h2Po(x@Mt`OAzRa*+s*hkH?~`cjlN!r**NEcwc#=~Q>}9wH?M3B3d3RZ7 z%gh{2U$$4l;{5rOA5-l5#`++BBKCdq5N4@QJ68L+&;${;QFZn3$1E%^G z&+VP5S-IjbE^MEW_yGH9oWAx=Nr>@b)Sv9Rm>By}wGNP<>iaw?CtCga5oy2ad3uu$BPI;ScuDUwV?IFkS7I~E*Y}Sa z*1M>_CDS8Jvhx;5@kU9w?Oe?sFW?_Zza=X*FQ=#KAwH+_UhFC;eYLw1^(FuL;=tU` z%?38a`X|-*WwXH}9X{ye`xq+!rIq!uj?=s#FYS*pBR^ViV3y*Cm*ZxvoVDQ#{2}>s z!CvfdnbAHZpI|x5C!QDW^Kw3pI4So&yL=B9QH!;yk0tLWbGPF zvED`ceEn^f-D6|LeX#WWn>y1v?P_u#{)~B6!2Zn|$J^uiv2<->5!s*J-=w^w}uc6SLGFZ`U=?>eA{6(#ify2VVHPwB|>|I{1zd6+StQ~xOYRp*aY-X>}N zgjs5jceBdX_w=?xd_eZ_ZmzLI7u!S9e4QEjQ~SKHf6DNSN(*T|_kPsv?NlYr{{)Nu z6~SWs{a7+9V{D%$m`{>?6_%?PH#R?w?@>s9%&0$epZnuBginP2XuPfHYo#_dwhrur zBYQ^tbuE)kDVE#t=eQJ0sdG)jb z&^OuNr!BtwGTePN#r-&+;Lh?Ne|euSW|O-_J5j{qge!Yy0T1*RXG@&zJvd?P=?oE%g_{;=J;g?9uIa zn+2<^=J<~p^C^<|OM&{bLC!|dC-K+1eLt@9-HiR#e;D>d_VBfyXR6m=Q|bH!GrrF! z{d{#_ZCE>9aX%Z?msyH0zRoKtzZB6)8b8184{KZ_^gEs>eSgg`I82b^@&wuIw|4#9+;F~<2Gb6qt{RtNHLBV4G==(f}ERO}x z5g(F1zAxDKJF#E^^g;IXqrqnLFS}o9iSw(>IIl|2|7g7>X^D4`bRLx%^98E!k5Sz( zSl_7775h!hXkXGFGwk)B=V8yx!6Tc!>ZSqv9H6wPAH>i%)$hkGtGUlZOQi34e!4Bo zEe-ySc!K2r>7DAde%&1Ci}L$<#pX-F+UKxN(&x|omlLa>%8@^V{m-ngs-rUpXB=xF&7YX1^`ok^ zNLP<(xp<%Ct9r0z;(h1UlKn7aJ(~3YYrsnf<3d;5S3&v^Eaua{`@TAxc=9;jCx6B) ztv3r6=k0&b3y7LhM^)Ot{~f-n;gN2>*zcqAeqX4LPOQ5e^8xA)zu(^8sW*0wG=BYY z$_=((V)hE@mPPP^y>8^t3!*IVm+VipIM3*tIu>AlXu`5>{ltDTxH7M<62?c#QamP z61Hc>o(GEkc%?lEM!Hhpa+UozdnBc+!oKKz)fIQg_dGNm>B{=cRUoPhK`o?8nGe^G=?;+9wzORN4Op!=9*o z)mJaKsxI7${z3AoR(Vf1xY9waf6CQbWN&)@Lr>fF0k-aNIk)?MKrGGI=!^ntHZ4kII?R->5yA(Laf6M*F|t*uzkb_t)e#^A{H%8mEHw zIi)=dhCd+ttNH8Pp3gz`#rP=K8Fz5+qE_~}KT7G3ya|!JbJUy2dtF`>&iL z#(%lsyS1l*H9(b^R|kZpUd?QgdNcj zGSZ&T^3^h_F{5TCVH>RWIyoo|;LOghtK|A7dUPwi`H+@bZQ7OUV-NZ*FW zYfIvj*Q0#0f5W;vwOfpPg?MGVGC#w5*@1tY8%zD08Rc_+4gBZcj8)thK>gd0Son82 zGwg-hOE8aTa-%kpYx^uw#Q)0k(sHByo|W_KB*Pz2{zfk<-B!9&*P6=yf69}vl!3iwIBCwv~TSWwIZ%xo%)p{Jt~ff`)B3G zqh#JUuPFB0slN+OWBnQ*PkdFgP#gPY&6V;9o{OT8Gg(SVt({0J^#Vq-o2JO`{gEbwHAGIel;w9!$29u8-DblcGZrJ9?v&t^U zV*Vg+IPT2+-IpTKK4jkwllH0~^%;i#PVzB}_(U$!IsTP5yxU{{XqPu4{*^aMt7tQA zah^s2+e70gVb#Zv{lWa2B>YRLW z3Hy0u@61yFuxwcU^Lbht{0aFp%i(hud@VhI`Y|8XZr8SYA^aodXIb3y(QC_c>`zdB z%p$&(GmHD|<(Ac+Gg`^?;GgMzt0PA>3hK_$`9$%z+5YhsAt!Gk0C$#gI430+I}kA3;QGe3eFSH zQ#$OQ-`{D}s$Q<*|COlx*5=(K3y<21`GmZ+ccb%1e$Ei<5%Si_Kl>is)P6k`y0L_hn`+@DKHyVLERw8q#UGdWJ~?JC7+E za!K}J=8rYc2fre~ezCuy{TJ*nwLA>`NB$9(noRy<=-6nRF=N}o z{>wDUe8MpN*Z}cFnbrOijM#ku(a_K+S)~~-fL>~Ei^Y+#W91?LiT-6M;Tq!4(CsA) z8`7d-{K(&-IZEHUdOzp-LKyTH{Tag@+4qm1`6fNt$?f0JsPn2-cRvC~eKw5Hn?Aw3 z1K0z$PnfrFxb9PvwRR==Z^?Q~WEkgVUHn}J;$zfD!yFS?_o8$tM0pyGy>-oS!4Y^L z7x`y&s83bgB|ErpeoMj+hS~f}82Uqg5$5*6%2_;4n61A>48LUkV}IbEh@K-Gm2+2# z-(SG-8C|{lx9pWY@SEuS%o4|zYZI_%B_#dWf(8&J7IR7 zMl|f)@*9J0Zv%gZ`Zw%CLw2sJI(sibG`#0=t7S6hVE+Q?8NR{s#WRnIiYl0&6&b6( z{Ti|Rt-^I`-`KR5cHUoYzCJV_`@|&klKB6}$Zuo&=4;O5&%^!45fXk9hW}AY?rVw& zv-@fy<2{dd+$@~P?z4!DGsi9LoTkO{K_cVtGIedMI)gt$`u;N*@U`0;OL%V)`Sah7 zPv44jzrp;4`t{#Vg?YL^eK>t1atE#o@fE)(gY^kRyiK_1<4L73@%bTae?(>H5r;Qy zX6Fw?BV*sq_}kY7^bzZiEKG@6dHXHf4-k!P*bs1K@=Nds7(Wx{_Q1;7dYUl!J8aLy zV@8C#_i{epnXDgkIet|vD0%dXJY+9`I}i+_Kqok z0Q6#gvw#3u3(5Us!t1uZo;5xZ{L>JLe9ZNv%@1V8fPQ~$h2y2R{foi=oc_fypWFP4 zfqw)3#UL+~H?npTh%j7Bj78?y#44`<0Fz^@Yx4hhJ@T+My z^pE2m9Tc$tMUoLaKQ1E7_TNNS7T-VYn4itpM^?|f1bqL!4CV{T{(6W8Z9kA_W~6y?GFt<6h^7c2ChaQ{D6X7HPPZp@#y{?R;FLFdl5rR{HY9s_|~%-%&mc)BPKftx86l35OJcKlnYvbl!rO(|(4?*0Qa( z{`t8wqlrG-gxJz1|EaLv!uifNSNLzln_e(}l#kue)rD$9#Q!58yzseK^rI+{7mm-a z@Z;;*cbZ|oq;kS6KBsayHb1fY_eftSB!7G-?eGiyE$YjJ3`ZZ+>7nerpU8fAOxe0Y z;{R#kdfonB{G>KL&Dr@nk^PU?ah7F;5YMCj+y80P)9vb8&i{!jvP*+D?T7Uj>IcI| zsQyG-Z=vCx*glcp6R&pesubeG=f8<}Mcd;KHN*OBj>I1k26-B{!e8(`0THYJp5}ML ze7<0q0_A5cWU2b z`rn-ffqtWWrW#%e^wSjYFJS#?>T|Mtjy=xj(`ma)9QQ342k{z?f7;QpvJ>a`0Dpt> zCJf(Wd#;1~bXj)e8pvC6{!T;~zDNH=80N3mcoF#nR-ff78K(V3k?WATGus+o2Kz^P zTdS?Y=24Q z`pjajudS=p8}b*fZwJ`F>@L1fhvT2FGTxw1D1Q%4G+ng(_|0>_+5bXB(*-%(9$hqH zJ?|`$Ct=9%k8OqNfAp+A=oij+R3GMpRv7kI(H>d*+le2n{S=~idgc2W+J@nfZ$*FS z_E`Vj(RcPL7m0qt8fK)Q?*GlqEPU?F{eyd~!xiZw@%t9ozk6E6#Ir|S;XWwpi^quP zRhJG(Lw*kV;gQkHSR4L#%i=YU(=PKhcDeERX2!w07K?w?!}truT!5{glSYb9*GL;7#LanDN`E(|pzRRo@}lLHd1y;@xy>?!$OcUwjqrPJQfK z4D!WzgfPVWSl`#8W2chK5fE=6zkMB!Ojo;g0_aD3CJgdLeIN|;4`ROo(#4(UX~TRF zAklAz6DWQl4D%!Q&+s1V&+oqz9k%x6|DzN6`s4}}-KP)*Ztm^zytp5`{~(&BIC!ed$`YUt%ecGp)hi~?zLfS=gBEk{~`TVg*AHzaQPBu_m@Q> zLyQJonc5BP1Lq6E;9pQ4gdsjg{xHn;D_Q*@(yx#qpTpHpI`RA;VIJ?X@>h&LPya5% zVyd{lgm}L2tP@QIdqaC7%;#sqe7`hg;mwj`b05R|0jS?0%h$gw%{cQvepJ^+Jg?gX z_B~Fb4m^sbK}oijxhhBd>N+u4x;%By6igUxgOq+ zLi?DXP%u97%3z4ckze!gb^AT(+9~iqNbmge^Phd%1_1w1A46B48Ql;hJ|B+!3f<%s z<>MR*_KW?6J`HN8HPo5&JG92t@WPbKAV1WH1tuekM#XIaeiF9nV&1g#7SN0F+XBSk z->`kcP#@`C5Y+EVTeHEi9_%TR2Vt1MFn_@CPV(0av?Ppu^N@}=kD|G+q35eELEJeMT9H@*r#1oA-oml`ga>(=WDd%sH*=6LP$nleW& z@3813wcdg8@^rsl6n1Y@hYeTy!hDVGGfelbSUKOXS~j-pg{-GNfL@f}vPJa<&*mKA z@xroX*Da~x;`eoNe9Nb8Ht^mR3;m;fmak28_c9#I`Ln`$QZLtCY2g2GK3Ne_rrV}= zIMhe~vT{SBNv^sl=rhV=WzMZnov;07@9l_ImLHgM@LCPT2a@ya9J72CmGkkheExjh z!y`6ae^=J{Z(Lo|B$Y?}3-=t*`{diz-2a51iCQ_hWHQgk5Qg~$`OnIkJ%nFh=|5J^ z3))9|S7~}3=-ciL@B`(u%C)=2{8a($eM`|QU#BUGxi5KqvnqJXYPH6GkYA?nH@_Wy zOFmrIh5B1{|52_+`E9Pht3HPP4bRQy>wAXdsD8v5wI{aGqxg7N>z7YElcb@jM*6$j zuz#6D%3pRKShU*ar1Z6u;`d8XzX`MdJ&7V!KY2{-bO!oE|3Fwlm*f?xqf}|78w&b? z^hX-jUGqI6KCgo9MHWfTNtxmd^q{^G2LIc-oX$sz*0fu6XXp1}aGtHN#6J)Q`Lx2^ z9@ps2aJ-TJ63UU^QL?M$0&T_P!}gmOQEzl(Hl0m@?=jy*80J6ppM=5w zTVe1QsGqF-J&kwmymbRJYZD>=j{UE_vU|&d4nuhSyslP0ykm?we~RVno%BO>AKeCi zVm!3|*c_cU@?&_uYlF(Q?=26%!uc%RA0Q0#Khnc6y|*YL%;RsueEr7iv-ycItXEK8 z8~W|EjvZVj_nPR7Ir%5DW>F#cCou(iGqZ~1U_TSbAL~2f+_#FYpf6|-v3YT_u4b=6 zzj1sU`}x^z?3T{+Q5#+4WZDi71^#1w!m$5}^4YlN+qp~)dGH4~zBseu%jrYle>rsi zj4)(3(Er4Z3BKT|QV#P!(nA>Jjs7OiL8N~)^auD$Y(IY0xTdFWPS8K{n_(6|$Dg{i zN#|%Rj~6xxKi~TgNr!j<+hcet!|(PE2&u}Eq4!QioBot$ym6b)<-2)!V&u~!YCNAs znD6gzzG|0f_qU$MuUmQ#9vIj38{!w_-xl-r7wk5sKsHQrMVW1D&+h$n1=kR**en0lN?auxuMz_TINaXLfckNG!Ld5Um zAioHMeWU$vpY$to#WXF&BlP|DAf-B!VfR3vu>TzuZJt(L8wL6xIWH_C4F7*d`ghJa zTm7|A{C?XciG33WeM0|081g099$|<_k=~sF=6Pm=;~-y;^4U4>l-Bn{=V5(~LhxEJ&;IDAJ ziACnmt0#Yi_=(CNt=<~@bScaqNMF*x>6-KPp7Z&IFxRi7fk}Q>{$2+DpgfbTT$H6t zeU&egzex&m_N(x?2>oF^Oc?YH<151Kyt{~%)BQ}*?hZ2&X3Z1-zYOKIdq}XJf7h-M z58`}JnA-y@XXo#BJ4bst>c0f~Q2+LHinJNCL;U|7q-T%S_hPwgYrr3)KOqeC;du5; zdGun*)>@z+`LXA4YHF6$A!rZvV~;RFbJ)Xm@ICTx&#iSUeQw8rzrgx?Wsj#ST{$V= zhsqhI|H+E>YCY(D=~s^IF4CX9-OBctJ^I1VtLzQeS2*WV0P@EE_O6|OTDRw6@Ml{j z`p0ky-v1O4hWG-!~Jng-jPWJ`C$9|YRxhp&(?0|n>A35^c;M6-}kKCarhq~(tEJDQ;&!}BY=J^KP(flPd02f)W`81R#%92 zzP^>`!w&zq&}zWcb3hM%e|TT=gz@^WU~f3zitMlMN>#H3{$sglx59M88h?IXS@bML zK4DN7rFV2bmEmvHA7Q@#DSG{9a8u)1P9I^ekAlpCLn~IjhyHN9f@MlX%Kb+0zc?OY z^RScIFWk622?@vMpMQExT2Xq3L>`1;z8UZ@hV>uDOH>Z_hvQ?I-s2PzhWQT1%Wy}c zC%L(w={w)oa%_G&0=GAJL>WPT2Kh^v=SPm1j+wpioB{Yh)MvsVPqgPFd*yC+|Lnr~ zpR)D*pqSZeJf2{f`Co?V{)Z^#WYpCwBJqAQ+H1<4>FQ}&y&--g{ODw6)+Jr`zX{P% z{a?yS;nRSh!zKJ74EoWt72ZztQaOB&{*Ew=2j?gDJTT`O5%_`nka~Pn%{h-U@Q43N z_>t!3B&WOC3dW23(S%{XMR^nE>;E*rxrIcIgDBe3^*}<^;*7SU;kDoH+H(ykkdA zZXblY8W>2{OzfGn?DS*o5aU=>gS)QFTU=8`3&WCM#1W8)|o8u zcS!G<@4>03kF(Z$|ebs58dthULz=yQLcg_xfQzYz3k*SCd1upgu+(NDrq zAKPc;0mR=671cWW{WW0yf%#g(ARpvUwyN*fy~}=sf5q>!@10)TIV+vrR}*Fb)jC=b zBi;`{dF8xJ+;OJ<6wrg?B@FM8BR_NAp7JQ3slnb?7ctD{&x>}pF1LQff&at)E}o5? zzpaD#{Ux+-!XPiS|BID(PmD|*3j9QT$@`~oRG(_l2lPjmF1kF|Dx3@c3+cIZ#q-y@ z;0~aVIKE3?8n3(?vjN64Si&#DP>%lk@-!*?l8YZ9UPpQ^SJ#)<&8gw?%{559Uofu= z@CWz53G?-6u8pIaeP%uQH|&ov?3W-txwb$2pQwC+{!rez)Au`?{&@)YiSbOX=YsR` zzixB>6IM56-&1*TYs~qbyRs_$b#yb(i|6ME!+bSRGG2yD82wlu_RnyBp>l}daK2@j z<%8MxPOSe8#p)}{v%$Y&{G5BPyWUuv0QjFO+GB3<%YFwwYr}X@-w4BaQGW=7Js`ev zAS%7iJAwP>t3U4iIMp--)~~t}`U%5%Yn0D5>6)Hu0c#vV=@1JNdcT6Lfj>wFL@gTnl!+e4AA`J5dwTJaNKkh6WZ-2eZL+*pu^we>pq0Q7CTL_Z0`dJEgn&zXEgZnXG*GS)8`AM?KNEMxF@INpK< z0mnX8YRPJn|0&oz?Opk;FsP5;7Zh!qSUdI#(1ZG3@Iu$OQ(N(Sn5f?j)BCTYLchca zK_(C8XQaRIkVSf}TVM4GYVUr}V_heFz6I=i{KFj^ss=ce-OCUdh`f~rw<}c?R zyMjEB{`+^&w^g-z4EBinO&H<_^k)x@Od9fzS;KiPtp8xXoU5j2A(SKi4@BpB9NnyoB{ko|MAeO^O$pABA`8_@8RK*Cd2%G z0zaln_)i%4hyH>v=nw8Mu=@0WY7wi?)-!~;{yuzvZA6iK2WSuXmk7grgZv}R&mS<% z&KDQi3_CO`_8IK&W2;;!4BAOE}t_JsCWJbkxy$F^C(FWm1a-m=kTZ*E5zAL?Jprn7bTu8fiS z#BgTK48xP+^)B{bf*9n1@+mnRbl>%v4&-MsA46Dy?YBIN*K+ZW8V&Y>?LXSyVV6>P zKbTMO`$s>0J3MLh1%HbCc)UG9^V;%*O7xzn=y9r?X~&LPFhAgUpO|bh`ufcQ=tq5i z5~%g4>TMyvU-MLNqur|L9gwd^dI`gN7RUe8_RV{F75=`s=;@_P10Fl9h4VY;U!LBN zk)AqXH26oPue9yS#U-x8rHY8YQs1KZ602s=f64zgM5Xb=*ZDuszSf zdY+fvKRf6{F0B7i-p_xv#7OPfrCKKyDzVoWO66BSeG|W@i}b%3I6hBf=@7W@h4o)V zH%=IKPyD`0Yuuak;ic1nhHf(kaew==T>VyaPzATA3dL{d4n`zFexX9rAH(~l@H`G- zuwRrfE6*o;VdWhuzGRr?_bVK_n6G!}#`U3M$G)10N9Ex@7wT_i){DgLEp0%)tudPq zs=Ul=Y^Bv8en)+++AG|A8F3u+9sLVoF0ZOTKLh0FZ{zVVVerSuzgLREO8q?ZVZR%{ zC(PH+gdrYB`7+Gn$yf8679D7F1oR8nYp?FcAIx~?3;KopfAwtT>4^u(16N^-&*d6dTTH-Pr`= z$N7dZ_y=5n)fi@Mzc4n8=PPP_+D4TJEd>8)E|E9GY`sPp>;d^xvwX~<4#p{9U#&2E zPfzsPu)XuTC39fBIDW!hUtfE>jFj~@2YW+$YoFf9ES9zcdU5=<&rs_VOLK-85vO20{d4AXm7B8J)h>$vRKvBTXw>+QL5acOMFz_Gc#md?FU{=oJ=Z0^KmcO6s z+GZxni($6E$M6iY$A+f%lZe+h&AwZgz3+>c}B`NUts zKtJ~Xy`Rt2>f3g`SJ70*Q0U8v3&jTv*3RA zew_~xPocgsO#ed@5ti4Y{s{B^WLCd|l|NdlbJuMJ&$l!_nb+^A&K!`}8p(JG!}u{D zP8i0E^B==3|J3-b@b#VqN1hKP4Dv;P!OEFGCk**HlwZ@9;#0ZhbGUvJ27V)dnsx?X zJ6`F)?W-wmTD?~7OP~+G|DB|Kpx4NBSPx-;gjIXe_rDtp4F9GC^7-n|@zeoNxBY_n z8SQ~#w%%lz<8%~%>6N8@b41(1gWks z!n=(6&G;oqO_>>}<0?L{Akk-r!9Ppr6{KRCb~m1y5BVlZe}dFz|5IkAXO!qXu^@G1 z-TI`pKS4jJ{nXM$CqkOQA4>E|kU|XW2?_rMsjO+K!vddyeoDqGNc&X#PAh+`d=Bkf zkWTDom-;mm%CWxm>Gf|-b5}F|3eu%xR`l#1#PZjIj9JbCt0Cg^6G*?zR+VMNHj88^ z-WFuOn&o`CFW!HY#8ZOoV6PRAQ`^ZD6MYO*zDJOqA@VAFGXd5wI9}PbQ960E4#RmP ziT(+)pRSBl-?|CpiTyE5`!#~xnkCW~ckY4nSXeHX)_bk#kWrvtwPO1d2!lNq{EI=~ zy#K`@ukrt4;HTt%Bl{lw#jt1Bg8e^~uYAA!%7#!wSg%Ur89{z}?Z>YNjzWFpm;43ud|}fv<{t%x z!zYX;x}AXhBl1JxX~X>)s%4m}4b#dR}$3YNq| z{z?)b2#O_rZ>;$^n4P~96kjSkWm<~g6Oznlg3>70q0t{kvHXCb^wO=!Z?6nn?=#He zNkRE<``3YQoMAs3$D`7%Q0-dMUa-fW5`L;!$j&r)I{@nA_*B-+C=JUT1oK((o(s)XBdF>x)(x#@hwzkyts#u_BqvPa|u3 zw5{HG@IR=p8r2(fveF}Y{kBribB_&bWd2oXtKje~%vb#X9js3n-d~l(D?(e1#2o?F z{5+G;)^&WBqSdFAUXwnx4bLl`XsZkB1Jtj!xyS!Zi)@DZ6LC9jt)ngV4lLgww9CHO zu*5}tJ_6-K7}g)?FWW0hoCgwEIqfep4EYS~ zpUPqVgt$Ze{YP7BuXBCt*i+e2Ht`+gvv9l}9ltw?UPl4F$ls2Us}F^oUJdp$LZUB( z!9Srq2(x^b!0J;xEp$AnKFeXV_;8*@pJ-oH4&y<8#W3A}5LkP39#iOCw8v}u$oF7RIG!%!<5y;ti~mQ1{daNp zmu?Jr2lS!+b(t~cw#I)C*nJeCtD30pMUi-a8tZp8_;9ag?R!{npnegC`Mni}^Bq** zrROHc0P+19lvh{8+@1)t`!qsVS0}l9aX&bJ2}3@g+RKPC4Y@E9;z!APTSm4KCFMGCFR}i_qo^D zI?1gie?}PMF_eGzP}ijk*7O4Y;rO-H8hq^rO=s&3LA!6aU#X+&p&Z-Swj7+^l$x#h zgw==3C#N%R06kc)W3tXQ*u56$$MNbo)jLe7`UUxRDu0xqG;Z^6&`-2Cou@Td4qm+@ zKaJ}5XeYP~_qxUQdxRd-mhXtl8xH!0`q#s!UFEHM@%>nAug8ZME(g7G!Czo|JzuVD zsEywP?e~<7pD=un@dRO*A94J8GiBmCx~+oufl(fWx&0G{{3-H>mD7HTptmx7-HfSu zppP>o{Sk(E6X_$YvX|&1%)C#S(EH_8v(O%G zRMV(jU;9iK{ZWtD`{;tcj~xA3pD&kG9`#)V z=W9@YeRVzVnJ7Dh|Hbltd0jRR8=MO9F8WKtuztq+{oSiyscsy`&i4rYU;G{YBKr{Z zhx$qw?1Ac6sEjW>7z6S5APK$w5kowL^C@9iPfPMM0%4FR@`qu{@A2|@YJY(8qO8W; zHlUB#|A2NCwdcQf=l*(tn^k9}yf7|*!mvI-`Ub3cnm8&|{Qp?V{)#{t)=MZ)!f?JH z`N_&@zmL^#GmrFzmDBw>VZbWy)a%dY!h2pgUl0cWiToxE^tZwg-_dyRd%2H{-jn6) zoewp#_rU}M-Kc9#Ukf2V!0!!$?AC31=K=bO{SoH#kwK(pN3FBZz#h?m4OAFBIbc;Y z%y-C-feyb*N7(WAvV?(4HAaulas&MtE0G^zun)=kNnzm1A@`MgT?Y9fy@Td@hFvx3 z!~OZ7ua*4<>GlA9Lwg$ZYe$UtI`R29K>Tk&P zhk+(z^SC_>b)Td;)lyrjlHyB-fB!%HhWO3ODZe2M_0WFd`?3SX&p6(p?;pOf$ToZkg{3w5h>3oe~cy5B4rCBofXABQz?d3mQ`>|y{ z_YX!>titPTFM|I?eK!hNu=M8XUA%pxh_{cnjtc~PL3)g?&K`4A@fv#{QZTB?%~?F- z>;KwA4DlL{&*)Rx>}4)|*2Kfz^*dJk#PtSibpO2`VuSbj@yVo~wSP1cuKh{Ug_Adk~ z=j$`VU=KLI{x>d4<8_I6KLqLfZ$rWEpy7=WPa{A7iyu7Vxaa@YYyXw_KfW?9T#oKv z2!#3ij$t}KB8(UvbN#W*NhOvK8?j))u<1i9V80XFAE~<4*1Tv1-~{Gou=F~7QY98{4?>1Z+RHJ5ypf1XR@%U#Uxyx+k?rWI$3Y&VGy5N zOWG$4^Aq;Z%I{J9#xR|~5Ey<;@-`_L8Dx9?D9bksgh3yu|H?RvzAxJfb*T{u<_64J+*;+3F@1vjj58&gk=!__mLb2_JkUNEX7eQIUV6HdbiQ z)i;3gVZ6gIy{|412LFTlYmsnI+55KoOv`DRQsy)n?I9|)=s}F?gJcM`$>yOq*d^~TIw|WrqYqY`HT@N2k z=KgSWp=Ec`sEwfC$dA$A$_=hr$nf=@m2m2DsK;r(9wyAkWA*dV6V=8j$nW6ygkk>0 z{;hk3ZZk6!pRbjiCld&B`?D^JJ8f5<0QQUH88fBV>C@wLKtEC5V;-9y&f4S(@y})n ze+YxW#e6C&7vXtsf#KPB-+<#(isx84^B06cekh+YKW~h9b;^aWzZj-`y42#II}O|8JuF34{G3KN+6PaMYrCX~RD&zG3)Tn5UM{E{KQqB>WnOSiO?+uY~#f zYrN7yi>2B7gUGeaohOjahXaUFhAhBlzih~!sm$UDyCKu8w{3p|^ACQ{Fx`(7CTO2MUl_AdrXA_$gt0Qmij&0m z?|Mu4Lm2YalKZm)VbDj({vpHcyfVXlKAW&w=KTGd_JZ`;&s*kQaUfHT`G5O6p(lcL8^M23IbjxWP4tXOnlQQs><{&0V$JRNrx z7JlC${-3I!gdc<<-qrmVgMY;Nhst?;;8-YnHDL95&~KFY< z)`Rsb_UF{2=G$&|@I!-w83d2PeOa$9zphoWD-z^j3a- zbQIzV`W`Wl*PX8Fh-NSE%Js`B|3JCcaZPq!Q*de;mlfK-9_|C6{ZFxp9_Cd!lgn#L z@VYaNmUiF|Q6Hy-{MhU}>KM?7|HA{? zUz}Gb3;gIW;m35s%-$HL|5XdqjorPTmp)f*CjLyfkx{Qn{sZly{Y?+53pFh_fcOsA zgKqP?Zw!8#2j{1dUbp>!0#69bfgimj{Sk)oq5p6zyP8yWd9l16@x!gQ`1Vd^1JD^;#a!dz_0)Jh|rx$QSuNqjXAT;>I+1PZs&>nKP@u?7M4fA(XG1*`wgE{D&nl ze$=m-lhYdSDLW`^B>HAXgs4#cLrvnfAt<(W&16-9`pg@P4D5J8;(}lK>O|z z{t^cIFuo)V`32Nx@7W#xIyFuP`^5YZVRrsW@J>oq%$e^3-y=V~53REcwpRps7-IW~ zd47({xj*+7&6>0#(+j>w{(0xyDm*xNjoX`dOIgXIUx8ph*uGC+*}V-D9c1Xe5y2;E zQ%UCj{&4;PuH``R)5HvoT|c3ir=`W^dm_eXs-nisK;+{tw4X82lT? z7la``Kzm{J>3+T77j$CfrN0iqPt0OSuo$94p`qZd-|Dbo{tWQNvWv3uEhOKK*bT&dnJJ|zaW1D zV<$(R%GnM66ytHiu)l!(4%`(#?mydWTpt3z7W_zj;s@(#BfQ!CsO6pqKq4 z7Jf72>)+XO%K5ie9EI}{$luv7WUc1Bw1oS`sBd$WyYIXuC%zAX?ak?Sx@Y&~Pu#x~ z27leU{0sZO=d$ply~|*}!v5#<%=lhx6aoF?{6rZ3PeI>PIrFEiK09wQC-2X`4o5fe zcxBGbxHdkWyTkce)R*8s=iDa7e*u4q{2>hXg!;_NGl{-n&vB!odlsmirSS)c^;^_( zpgoKa`9YZLLvW(p@WBNN&_0!avM#pKz5($a+Iui!Sg)df2mc6N-dJnH&xeGJZnIQy z?hf{k;|*DNG)Vu524K{WkVel-WAE63ze0aJSEtZ~EgNOB1{EoA~*Mc?)jc@1%Yl{1w^@!@ksBsI2sIi(5Ou|6~859Zu?b z*~s(!Rp|VxHE!t_!QbNi6k03m{ro{V`@giXFr|6Rt1jaAkdWSmmmLoDoD{?3_eEFV z-F?*2O;(fmwOHPJdW}Xug<|S|aoa}`dS`#bc?IOhV!MeCyj1#tz9Bt}_YSBW_v0!1 zKa;SysMG%WYYu2kCiyOYwObTBc{#+Z`2CXh_m_ThSthrSHe({w#DP% zKu3NbPzV$K_$qZ$3EoS=@r31`T6A~vQ1DMg&j+c_Q5~iLz34xdSxF`IyHyVQfbt~F z*PF}SYuv|0$^*Sf|FZ4RI(}CCUwpjWXz@F(6O$pH!S+{-c|Y#TuXo%&S2!+lbLp@Z z?gyj269#*v`mgpp-*|Bt?{7s-o}rCLF_*`RZzJ=&C;x%_acCbaEu(%`Yi{QA`%1fs zIzRr~0s4*hwsL+%PW#0J881xIjC;Y$i*cCR_#k#r@Q9#Q$qA+~3-9+-sOmkYC}5fxjq^aA9MDkFh#d`HEoBo~0ORMfK_<3lG4)mudiBBT>FV|b-zLw|XBV0Q=DA@D!wnBv8Qu9|E zLx5jMFJX{xD-6y7>514{Q-0_8AfOlhK}3RwwSGwu&&REH(}|z4<^%W}lo!LZsXk$l zFZwgWFrT%;FyG+#R$q%ZE4rBr{uSwov~#Kt8C$K`f%p*_y5-QzG9Nf^fb>Ns%+3Ei zu^q%qRR2JSeP{C5a{Y)rdR|A=B^$zQ_;4%H0XClc{R4+F}m=26ZdtuGUn4Zhb8-h0IHt^a<0Qu9b_7!TqNito+u zZhNFWfcUZDbeK&0HRAud;rG#_3wQMGvXZZd2}AqHzvwR|?ztnAczhRQbt2=|ftN7f zqQ1ry*YC{Q=gH}b`DEInrMn;eDe6*gs*uKNxGf zQs%1Re(paRru(h}VVTD?K2{#j+Dq$w{%g+x@P0dvKlZfaSV!X-z<>0|gn7P+;Z&OM zV>7*1&aV~w2h^9iq0wIxd(=TZhwC%Kz#r6)I5Vd=j)(rYe-dZzSn%um4&V=tFV4?7 zUPHN3O^@O5tL0M`m%)1;D8INbWlkQkN5Ov}z41?C3e|R=g#OSU5(fRi^)M@^_XY%3 zPWP9DO`C@1SiBqo`i1(>FungKZ2FtDp=?AN&v$K}GG}StV8=EGiJr|>ZGTP=8O{Cg zmbPPd#TAL)Lq+((WQ8uJ%|{-Qj$mU{V*oF`uIpugER+I-u)To>iDq`%u%YnXgopb7JPf608o z@K%!FwjUXvuAk@x{6+a~A2aKDUjHeu-;eEY_g-sMaNCH>f2Zv0DL!j1aDT9?jd{PY zrUKA!Y@aaf7vXsc!U`hFue16re@z(t6Y`7Ir}wRdUE}{~%$_<{s+9DH;mNe0wkxrn zyY&Zge2w~cz>d%^aSCdEybZ*O?nGo+F z|8|cnK5%!~$N!Z#YtK#n^$OPKSbvZ5F?W;CYk+>#hdrw=nC1B_H(swpNaDE=? z+c(PQa_p^-z%Oi%Fkf%)8*}|gQ+_|_ANOwvgMHKY<5lk#KNa8Kq;kX%546J29{SsT zSkC8ThL5oRgC<0*Ot}sG=p)hReTWt8slWYwHgpm_+YRv-@^gRr`>s3Uwkxvv^}vw> zerpus_Q|?0k0?QBmQdJqaIvUPjA-@hQ_i)oT4B_Y9 z4!12jGs~@v>&sz1$4UJomvj9%e6w>>g6vj^N74R8m!+<5TDp?QZ^Doc(%r9BLVf_p zC#>qYaEm_t-$kacgnxt~-az^pX8Wsz!Ji?0?0c5)5-zJ+{hV=%#|sRzd;;M%0Ysm0 zZ@9G4@n+cH#Pw)$zY-Ju{wm-fvHfJT)3GsTGhx1`^4+hxKDjWC&(Fz+dZ{m%W+?NB z=uNI`w@j~gKc9~XgT5j^j_9_T?LV=BuWydre63dfZV1HFsLx0426(pD`w8;F{LGQZ z9omPzo1pfQ^e1J@*(kNiL%_dbe84a}UzU;cDrEM>{)rJasIJ_GIfSc#T(&DCYx-yUBtuY0q? z4B~f`=kd)c?ccTC0vNwPp1f>w+0}Fy54L|i#Wr5~&lcbZ(nlENh2u}1q}n^^aShCW z_Xqwvw7oXINyrpgn9gvw%;{zciLE(uh9Rc z-8cODq}_TxpQhE?Hi|+9$*_Fyi3?IERt_qJ`~tRj;`U?1_a6KBe3P!&ZrQl3dT1ZZ z(*qX0oVLlD+h6+jbuGP||3dst<%rpPCqjDqnM0a?47k0dSA08u>%v}*d1Qa-KfD($ z?7AGrhx(Qgc;H^*`Gq{5$O!Mf%3J>p6e7P*y06a+txtsb5bgKm?3|t3e`_jLvU0*- ziC?U|p6Z|O>6kfXycG9$r#%Nbj%_pse~$E@8T#&8N2fe^j|1g*#=S@Nrk##_{d1;h z(B!Fm4S*lxB=$>~pI0L+7f=0XCarmW_MG_t!eb@%3G?*|VTd15zGvMYZhR7Sn#=#J zkGrY)v0Lo_gTmQJlL31cL@Au0@tkeEx#s3jQ*N*4ZWnt@?8DzX6V7Y8>fbi+#{J=W z?FpS8euxD7Kzkz0_3QkF1N~(6%|U-KA4eF*hvyv$!+HtrgJFB(7pw0^@f0g(`6j~r zyftB-?_l*y$sV$t9lCejaUJ-D{K+c4q7+o*3;q!0pWWs2(cM+$aK8iT%bt18u1@<2 zytjBnS z>>Yw{LFC-)HA zU)1`0;0KQXV(?iTHR(5?pBTRqmT_Y3VL4xaQ#s6MXm5mJJ|>)78WAkx$o=!hr)Qeh zojnfYL3uNrPU|_sJYKjof1_zywH5dWjF&DguzK-kya4_m*Q1v*>>fnue}ne`vAs*L z0vj(~hN`a{A%KaTHmSM7$)F+mUyVExN+qqokKF68Htb5|I;?()0}>pkS(l?{XS zAC@}7{EPLk+#4~vzSCfCzgIpjRk;3p1K1bRLzw5^3G@3BSLIV@CFcC^eoUTb+X%%q zYM^f@&pi9AZiU_Cz#kD_(K*U@)((h&2xr_F+-!eMZVl;E-r3$Q+plQA{c_Z=>$i$x zyWH3Y^MQ**KM8|9Vmwb6^aJAsR{uTi#}Nj9jq@k_K7;m)t~Wl@XmK&-`Hvgn~wG zpWgYSW7FNo4A!?)A2IjecNNX`Rt{JO@jsT|o#Gj2&}KA0?|gUfk*V`l#PbpAH(}5R zlsCh@Nq_JDRah;&=?ME3IG%h(bz_~TUEKciyXsvs@fyMRck_?+3!Y$q0`wc(%fD@| z_;ZE}oL|88GGWj+TCYTsvfEbt=brqJrL&mpM?4PnK0-F(pR9C zAGpA!iRU*MruPVif^mmt%S657^DAM{59C+D zy>|6Hsh3p$p62f}z1nW&^U1v#3+h)~_zCe5)+fyE`QCpay365!(LNrAciQ~>dl9!k!r*_9zYi}Q8=1fG9?xeN zcZ+gJiV)v#!17|#&dw8J<3WE3pSwO%G363qq`$;O-KhT%C+H8$OEw+obgDr7em9lp zSoKgX^MU&hSpLXC{qB>{570mIld!x!>DQy1ukZFwKhh?PzJK&r#>Hd3flL|U$1?B! zn^h~o{bp?M@rcJArU?F^zsQd#ZT{YNNb`gD?@(W#=(o4^ntl`beO=-|2*ddH{EI;sj2^Bn2#_%VeN^eM*dq4{J{B&%DMd!=JDE-3nu%=xk*8MgySa+^2PByUGho4 z>98eVA3fcuGen4)4eM2$FG{_%U3Qragz;j1!q6V!GapxeFFJm`LlDSCqp{41B~y;dJ=hlAbY<;DDT^OPQp4X zI8QKF!f(RdzY>P?pQvxokDXti_B#yvC;ZgLu-C^CoIfuUrn_~r>;v>*{QB}uyR#ei zoB)1f{fag*bCRGk{?~-#tvn`e{?cm�QxFBMkh( zc&GBRi+#ydZ}5l6ugZJ7_qv_WfcEhFDkbMp+6%3?{Hrux%)8?Jg}r|!RE^w!x6k~W zO5bTeg)rDN&S!*W=2CxEqa(lU3=+R*iS$;@lDT5Lst@1KcqJq6bkn1k{0z!Zy|QQu zJF-Iw<|Cx%)wsMD&G(96zl(63VZepNKM+4-d#@hNd%ZZ~1LuGBs3xl~N5$`3q5rR* zG4ajM_m{yQT46X3iS}9To%XFx|BuVLn8CCk*33 zezJ0UZ&!Fd=bQW=_+JdYw<^3&4ftdhs3mup=zX2z?bi5Nkd~$XYlqs@7k3#4@`H*Hfk5soC`o-as0Ioou5W4i1#xHM=4BOyKW@t7utU_I{lB`9GgbAbDySGzevdHNJNg5{;O}w#4AcLvg!i83dj*AMLH+~B|2}@6YWp4H^*h$D z?>*(adhG$w2h`X4iQWp`4!-62_WFR!7d(@apndd@^=IupJ#X!Ya=ib=F#VraAk6pM zSot23fBheOJ)3xiBo3zs}J`}qJLJ4|6hmne_T^?*l5stpm%~q z-v~pzh52z-o=E52Sh*ABPY8p2TD1r3UmPDRXZcU|Jj0x>E_~$0xZqy}x!> z1dRUYQ@^IsC!{}ve38Elv-6#VLEowVRC&z_X+Avu`cxZc(0BcCaw3(qC|VEDaM*uNO^QB(fK;J@rzVK=Gqt?*eoZ%OSz z{}?|r%=U8#gTFw2HUx%Q)TVdm@mNDp#O|{-qqsk6SWy}oeXbew7ww5*dY@YOJa

      OYla4aPqi9cr`TXJi{>~TAS;o^1gTa1Lo?k)@6f(A$@cH}8 zp6frFM?^qA1mmYKxdkomnhU_cpg;UlUR*zS$1jMtaJ+>1eEzk4sb=S%^^o7j@qO(Q z>gSRt0)C)=G0gI3U%O52yhmpb@c%!__z1)O0IHAW>WL&TR?hMdgt*t7UIV#`~S{d#T`mG4Nyf zzZmot_e-cgw2$&(nC-{^aGSAVQPd*fx0B?1!Z07V`xk@0p#Nm`>Agqc$LcM*QBj(w8jzX0Sx-(M6tZ5he`$00O|6z7>vn#1#zg!%n| z#>PME^ z9OC-+>+_PIp|TASPoO>gu3p!6^73c}ZyN8Pp)Y5D$lna|#CYM)7@48^*Iq+>hxGj^ z@SWjQKX(PrzTo%~Gz3n(ujh`G+vehcv5pPfZGGhH{iAVZPtoJbGi~ zovGsUQrKQ|lJmy|hkn3c%uhA%Nq!M^*&Xx+{VQRR*C2_$5C(d5|HUx>p#HJ)Jv6@N zEGM}o^Jnt&poIB()xR3!i^rtpaew%C>_F>9onOFu8|D4iNw@BReZ$MMMbQZM`X zIRo@tqL0ahA%BJZkzbp7bk>N!a`BiiPnIv*9{n?V9K^R0`$|@rx##VI`I<2QNbHee zrFzugWQFkmHmSyUWbtOQ!qt@HKdiM`J}p_{L*&uT<5sFtzC2ms_r7$Y!Is4z$%^gv ztqeEtW$UM8MT6``ZOZt2KFNv$V>d?EF9ChR@hL`GcTp&82lj>ZD<%|AUs1V*%TKXl ze{iSJeat?S6&s3uH9u{J_zL-<)W7+n^~;9 zDlRN?mnr0fsXfFjpOvhvspNMjCIajg=~LdR8f$g&44ZG02}8WusvP#KQ6E$~ZFpAT zp9}s8^+Dxu?TakK!!RD~Pv!Gzre+RrsJfPAMU{zz_9pz+)W!QLhQkYO$l)s$x*X4>NO!bqQLZbo_bM=h4G zPF8)t^H%28W)`0%t8E_@Vd`cM^rOBJ27cjq8K(0~$?EOXsxv|8@g zXm&m#xszks^0kJ+FrOg*IxQ{B@R=!opAhSJKJ_Pc_h9k=S_t3U8JMtQ6^tMCu`}ZT zUk>9%`E}K-8MWlQuHpcOu z^5=x%{yO%@Fzu(Z?-g@seBCVC4mP(t&(`0`-R$Msjab-~>tDAE+hb3?N(X($@pZep zZT8-sCxM@6kAy)!$ggfqqWtLhG0JBNcbB@EJ-57y^S67??ow|ThQRk&zx%6@gk$|wEF{rACh=DnXpn2`4htIeh@2%d_b%3`S^Oe1}i;1!1LkBx(?4{ zFOHOg`4;=vZArL)Wp#qWcH$pl^e{ zz@$5nA3%F#nDW)hy*4Zg&ApNV_fh|ktLu*I`TPFuy(F0_Go>l;B|#Gp?&o_^|z{fb-o|5XVHOWdOG8D{Z!zjf~dH@g;tzP%RPAHzlx zE85|{cwR+7~|CU3%gZ9v0DSwo)`$<@zqQ3Xk4aOe#P+&NEvNZH&K)y?Jw?+Fz7G#M;Q1=-`~;y(fZ{B zk5>o$E?4&cQ3l^5JqG6l^A7bBosUIq=#!u`d?Qw^vO32KtEpfH3?2M!`Tu`_oqp7eamo{WHTQqz{B)zZdCeOM;na7-f|2W>^ou(*GnX?kckKYgP({)FAm;=nu=syT^{T_aKz&6vXC;5Cq z817qO`@@?Y6*NYR&M%|B5(fDpKM8}pP`_9?-QNeG27fvMTG87^%JT%SyrtaP>-upR6f^}}>$Lxk+EFW}EnA5DvfuSl$V z2>A&I?4K~5R}-*uy6+`0yWm)(Ti^x!!Fb1f+13+gxtC$T5a$zyr_uNcb9*HW{UiTa zeL4>=VD)K#Nnjo(yu4`7GETqw=`qJosLtf`i-qOH%HG+RLB2RXi-i2A_peE+c$0iB zQV)40F694@D6kxqlH=Ra1=br_AKtz@`^LBh@(U<0%M-;qy#j7R`?$Ut;cnd|IYzYp zMSniR(=&agqA8sB#`v8ukB>)enIAT#(=3?3P~Ib2u09P3)q(sY>IY%=|H1;oaGwwL zkMRH6!|&Pq>#RPHC#~c<&S)-)f%mZSdn?0-3zMgnzV1LM;k+N5JuS|~Q z{&b{HzgeDdFG2i^^p4D2v%5pDqu?)59wTqr>IZGNh4m5o$C1s?RFbQ&z*7YU_hSUsQJLA{p?zSydgA^FgFc|WS>K90`DTzA z_jlH}bzhgqtOx&y`azh-ORSvErwGQ(nz`NDXd2hwF-vbL``@kO@))x-$)=zGC|Lg> zePcd!J<(;I36F2bd};81T;K!#26c=u-z&!Rp}kd!GJugmX82qx$!r|&o;x=(=onlP>b z{;JLnFA=KW3hS?&74<{sDw+UrDx6MH*6yU*=!;<(M; zb{0=%_p@@(-^-S1PKNvH*#5*=iOHrG3*i5Dkp7AB33)@>TzNb>u|76qvTZS!hppLj zi;SGn;IE9t`flstbg%Nk%d623o>`$P)?BD8NDAf}256cPje7(ccLfu0}I3hVG z-=+31cwIb|GMkq>b!izr`~F+dKWyKr=P<9(SP6(v(4L)o?Oo$&whikAN8JMXqJ9!)`_lp^YuE5ZrxtFnPQGQ+j5lZV`OeAz{%vQa zCa?#h4>9l?$M3XibGB4hW#A9yPo0Eya>sL208{<)$O5TY(Rn_MH=Gc|{DR**+bFdi zzAgpx6~?cG;s3yppR9ZbjnDZ%2WPWq-{Jq0a6B%zw?usLONICm+h>@q*QPCL>`+-` z0{#Z)C&GOGoVFt=ck`(sFkj&Jgkk*HKPzYP=(Nj&1_?S&0sXNP+Y4dfFX{(jh?l89 ztPk@W(#yVQ`7y#^4=BHBH7~AD{v%ZA!tk33J0*sy!F$}OPt%$={ki-3H?$|duP-1B z^q_sR@-D<**UfG{=P0CteqsNv%@V26??vaau|K!|Px`#J9?AYMO+Z+Q&btZR+)Ep> z{~OBZ54W(Gpc%iH0e?_`-L|h=ZN{qa1rHu-6xoQ?=|!Z#H*O!CJgZ=%Ex{FhJ9YD%CH|s z?IDKQgz!4;PgfmBLH{_vyXQVCQtvqx{5{&2dsFeY-ci57UQzxY3V%I?*Ze?V#s3#9 zAPoAB>leb@UOY7IpENe)@O(RAkU#d%%9;Nq%=dRaOyd?vewLG?|0@%CB+Xen*>fQ1 zC(=t8?5Q0F|BLeU_~~MwFFXe0!TnCc@I97KA7wsk#<4co-@)-sKj6FL#1GMX34O%; zCJf_2eok+acJHvF2Rm;r@QettwQcPJ_Ji{F+|_#2ex?N6zr_3uVen@-UouSh0|hf& z5?X=+Ea1E_wm;*6Vw+)#=sgjP{|N)V?aD!(*q@hS)3q_S5zs&K(`)I?H9-~IVSb?U zuai&J9JE*LE;T?r9xuc&p4fk}Vh@_%s2u1G__rMN$@pIk{u=d_>VyAn*B`9++hJI5 z5q;Eu71@Kga{PH+3n%Vh7-s&2Fpo!AIm^$pays82@J{(UP1vg*=tFz=@p~|@t}>6u z+cW#jIg|o_?zD*f#mpMD*UlSf!TJXMhp$3|Z-9(FkADfnzm1{&5{C6R;eprFyE`^Q zee~zPTb(CJcI^!GQhP^l?yPX^2KCWCeKY-9>Mz}g`}jzo?}dT2Er*VQJg7cm_#XM? zd%NXh=AsR1zeztC&ZP2L+2LgmY(3!pVXQyv_736Y>~-uuvVbtp|IT_bU1!ewQjjOE z?+8QxC||^_S&*yWe9jaga z-wIxTu4nU=CkoRc--r4)cX!B*oajaH9u~@L?n}YP??<&kUwe!7nK0-J`VWTBl7170 z@gO~fVSftw&Fa&8N&>_=N-N6`B-B&$m6h> z9>TDG!}*e7a4G+m^Z07Mf~i5tc4P1tSUz9Pd|%y0RmhJb|L2GJ6kgm^3jV=R{5@gW z`Lusb7~%u;--Kbm1;lH{=(?jK2)i|CI<9%=7!+^Ry+OzZYy&wRRXQ zdQTteSrGH|&!9?4I8UQ59zS8Q57fT}@rQQ*UYHH>IP!}yte@IpIG>2)UvP5i$NR!a z*bgDx>}5LP>q2f{{#KQ-=K0Tf|NeH%5=*zA=JAVv@OsZ)@>5{FfZzLH4qRttbCl_J;K{&R>LiycT%d*rvELgU>&N;XD%h!@y!q z*(G~i!M zkIx8$Jz{@BTbA^U)JT)=MB@qid^C7^%@E~v)IVW%|4OiU@SFJs3)CSVLHZWIU8Px} zG#cnbe@2+ccfpFk&j`ADga5<%k1*H&V6&qgH5Y7DWcnTaDQ4%Mm4mteW0=k(3JA0F z%7Wmw0ZC2?0vJEahcNh89A8N4Rkv4#*>L|^{9dbo;U45~LXNG~KJC>9^bh$L@^wVA zY^>i080mkHG#zD*~tOpCtM}9*l27pT3cb zj?+|Q{w4JHRfRQ5slXrlzAdWvgT=-w4fOp|<;$fWJ$!&)L&f&Z@C@>Igdu*$^#Eb` ze-ez(mJYf)#WJTHb=o%*ku)sW;72^nCrE$T&Z|Fb5_6zG^nYPFewC>< z-FbdzrR7bzciRrZc+vl?bpMhPIn0#n_sZ#?mA-xT0)0gJu8cWYc_*@-$5$(lKAGEa z=?kpKkp7hgF~&CP<6*u-d9VC*y3dQ%F<>94Z>vhh<) zwl=_j)DMPBsQq5BZ#*g~E zaZsb($}IlAuwdhZ*1sLHn?QeXJcPMF-uURfnbG88xjHJ3P(CPeV?-Uie}Vl+47Bc_ zmMuD8c3CW6hS_`+F(*GaaFi!sFGa*Jh}LlK0`-xf5&K=^ZuxhC`|GF=5oh-F4!?B@ z&evf1ChhP*_pLACd>!&*lW*$%{-Yj2duVT)?i&x%9;FWUh4Id2!<3JOhMC;oGb|*1 z-)z^sv0zO#*c;m4=CcWjvIn)HeYA(o_s5^V<*5Mlq5f^@_N#77;{eW|Em=B+_awqW zo>)K9@ak-h{a5*Z7Gd^Yj({-4(?~yIo_~sTSP&$gCi;ITDqrL_(J<5-FtvYka6i{> zAG!aJL=5Y9D!)Brf8D88@VDqMqExzUojZ6j#K(k(2QM=Ed=KoCutoC9`qgoK{TAh6 zQ8s60F7N}_PlRE zCn~nAi~iF`T;B+*RkQlFgW6Dz<0Z_`7i@FCF!1VTkw3=xgJBjg5r+Hf z*#EXojZ18fzlHwMzP3Hx|8c|c(Gb63f7?40_Vc&e$m99{)I%2R8tg5_@}d8YOw7(L zT+IDbwA#X;oS;zlex!h~G`)u?h?%hZ=gaVmz<|z9$UwMtKqD`2kkW_P1C$+wY7UoU=PpFAd&9 z!SCai7iPKMPJ{RL+F_nwh)cX^eP@}b!h5p!xIMA&uW!@_d&Tj^<@&{RsECvAP4g9D zSTCae6Xx@0TwABXwd;SW)Kb1VVNHsiL!Jl7!$|D^7^eG~f`t8o`D4m-fS<^Zg!+3Q z4O>i8#s zy-y=ZGq%O-oIwAOKYLu;s-mxzEOUJ`T43nE1n-2Uwe(`HwZ(%4dq1`^r;=@{$@{Y;PmA`m+*KpMeD-u zgZsaNe?fXvrf)9S*xd^z$KGOnAq@Efln=wqJ_ySWB6?G*WJ3!t_(Hsb^rw!BNH_O5 z2=g1^F>Zecsea?@r&Pi$K1q#e+#vnu4XihiU#UA!w(14mfPrK}SAlZIC_)p~Dex-=;*2Y<&|2E?B?GJVibua0`^=E(WVAJdB9bkUM_-6la zM~SqW_xya#0j>G&XS$2tzrc9rz`_8@D;6hUzQz6z+)Pfg*7M=~KJeY7O0w}A@J}YPWVZj~Kfj<)Cfq&Sau-kE)vYqu%AL$kP_3^V994_IagZe;N za;I#An16(&o=ab7hf^ex9`=11@tf6uMDsao&z}4_!_ky4WA!~LzG0Z|g9-@q`ILRn z?w7Ip>^xh##iH{Lj?Qwrqz~!ixAaW-cnItP?Kl0ktWm(A8K94dkIV?|=l5a;#4m)y z&VBYC*9h`Od{nQaM5wGDx;F*%56743^zxSQ zw+VYcUXXcnx|62M4#+p*e4KgbYFdb{0mT1kf0>{ANxn)S2I~dXx2(ZEj$V6c1^SQe zWd#rR=w)EZ-m?^Bol7|D(0mR0_YjYdFx1EPvU1z5ZEyMs{|ATuhcJ&vv!3{0YRrs- z^)Zg`gmrWJ(~qL{7V?uY&!?R5lF~Jwtqt-+`c6tlSns&g5%w$E<38;%mmk&V@$ab_ zVVm1tZsz{zRM6Y{mz8EbpL{BGYs1c{RK7kW4DZq4_)fLnsIT1qi~T>I;IyJBU)BBNvY(tOG(06Cx zJ$`II+jCA(ab$wDHt9!p?262C%UIB7-2Z2o<<|)F{Rvji&f_u6&Ldq7`19@L_2+T_ zdPV8}V?Gwdd zTi_?kgD~_*^{MxR&Kf*Bo;rUip&dy5{=Ia55 z*?k|v+<&p}XVCnU_h*^gohrDGCiw>YLk#h;%fA@pf$=WH7x+Is`@2^yPs??@!~M_Q>&0)n?-IcJ1obapa*Ec6 zvQJ7wiQasbrw#hqH~D^EzO|moPtPuJz60|)gdzWh>o>x%zCrt7*pKALFw4*7ACfZK zdp%Nq9*u`E*aOm=|75O9eT8Vh7spE&Ubn&Wd!2?q@zy*K`5lz^J=fG-F}WphUIpW| zd%MeKzYbpt7LtM3cgd(VP`E(L>rp3egQ;rvJ#{3q&L!IJ)s4Zgqm`P4!M zC9^XpY@j~&U)a6iT!M@d_!FeBus&^oUU3@O6MkR#eeL$1Q@aBFnBOb%dAt8nWEI3i z_OFxWfN%P`B=Kaf3oRd-@6 zj2HE*SZn^}gzmpU|BybyJYQ36@&0SY+7sZ9kbi_h9wHIjo=C<8+!|s2uj6ksl1x z`!uXSe!qzI7ft*oEE7%qDOuK6M)*@SpCNxrZZ^$}`0xY#BaXM^{)ZV=@=732P3D)3z{>7ut8JgWso~$?z8-)L*I7?F8QmIY2MA|41?@XW5=xN^Jf1Xu!+P zD)F=Uc_YF+e@K|?$D@e)v8A#-VgDZO?NR+bf9JWnAm8C)ei8^r+_*>LB z!fO7cALV|tOQ(i)Qm`Wal)vbvzYN~vrS}*G6~?ay&U>5%^x}GoFwZx$a+VLPxUBm( zU9$!Lp8?|~!rXs9>D9LI%>zfd5(!f=KM2Em5c&TkEq&YLl1R>vCoNA;Sq>Mye~|EGh$yc)T$754wJoG|DY%KvFZZpqRxHK>o{Ck*i+;g*bE*RN;*zYxE0 zP3tvP^AglYdS0Ad;uEFPAM&->{>zRhUEiOI27N(&dg(S`OnF~h#cuR{)qv>9KQ!E6 zJ%jC4S;Va^x?u+Uw*$rFWti>XR5>aCDe|8R`h)shwfeNFl>Q~q7t{yBz(1s?sv^~| zIq?JVAN7kc@gre1wtw-;bHx&M$G-CHe$1<#gEK~T zsp0;##&}WX@&3zT{tp)Ot0pzd_RqLAVDBi;nx=INhHFWKJ|KTzcP-ELooLVLBmBSe zu|Mv=?bQ|hANtSNh{2yN7PrrEfrR6~81x74M^ZWDUvd6rSc~MvFx&qi4El)jV&!Z< z;73 z=1bz&kNAfdGNt(ZS8FPpnbIu=_>1~oYxz83fW0B;KhB4BL&|Gc>s0agJnCi}c2~(C z1^x-;U6*}i=dqepW!8S(hqz4j$3@b+)p;`R2 z$*|r+dKv!M9&>+0<@~%${bA1$n?q!!^{M_lS+(Ws^3;{*Q~U2mHAKqB*ztVRyEVqD zuZCXW^Jl|Ar=C{hPeMKy>1nY28hKcKGu$^qdK%mc7I~c(-Csg`Y&iW&qWFY0*GIxI z{&wXMFJOD`2QKOR+@Xx$7kNK?(0~t*DwPgUeTM1%HNpF3H*Nhdi_WW|JrIWRqJ6#J z>wJ3qJ1-uuz0cj{V%qf?#~(&tp7b;?9{eTdw+M6lV&%K2eOAu)M?Ngoi)!9`ocqTQ zFmBd|<@0HZ z%Ygq9YI*$d>8<69kMXx)y@2x*!;Jr*{<@wz)TPSv zhVxtPFz7F~_r;*LDDTsH$hRQ9UmjRLE_@jR^x28|Nf`Vu&flzj8pUs{oSh$KnB6z{ z^3uuRP`^B$pZ)SKZPvp(Ldj(E4~+&PQGbSs?&sk68`u1LYqAsGo#oeQA8GK6}6FYsRi=si~Gc|M|6a#g@d1K=3cfkFT{^ zxv|;XVf}>deS5si-Pu(E>=)PTgkgNB9}Khe*9?17d*3@=aB(T^4)kIB->bhjy^a9b{qtM|*E>x!Y^=Z?7aF97uA(! zpCiG3QQm~PzW+4Qcp6bTna6)W110YI#eCrR8GlKRoWI`JpP$!g@p|y<>PsDHd!muBR@f~6HYs4SI zaG#ypPkCS%G2nmiOSB?}{Ym6kYi;R{t=|rEf7$wV{Va(e9&jH4>HTe}@oCK2eLUX% zJ>=ZnrZ1xV`q(~U(0^?2w|#O4!Mau4AN_Xw;NkkZf#=76&%d#1%z$X%C$)djU8Zf( zC%#|Zc0XF%Xi5^q4_Mw-nY-jfd=i}ZK>4>-&7W|vE)V8YD*w~HasGua+&=$=ogJ6_ zR2uH*V)@^lO+F5@jUoOJe=n36V77n#f3Mhno>0PW*XmHM-4O4J<2jD$JSfK$KXI&q z>m#9rPnGRQUk7HNLWvV?aebn?!v2exA3}*sZ&goit^|7(+lNr%PoznBMn}*GG5>^; z!>ymG-WJ8HV*M0K`rfEqVz)=pnA(?8J9u=Jjx*3F)_0-Q+{P=xfBG?f5=wiWJ5qdA z8SGJPZyeM8R)*od0&Jh^gFLZ+hBJv?>9rSnzsckGMTFA--7Hd^?+*G(-#2>XSLaLz ze=GJcLK$`KgCA>Z*?Lqc(=Yn@nY%}U|HyBd$exBqofbiU2eIs=gU3Vv+Y9>K4zvF! z5X#0_X;|;=5B$XO5{CE^>6Me!$Q^cg8t+feqnC-@qlMrP#Ph3A&M)fF;M22#AIN{X zwHux`M{i;FEtI=8P^)Qk6wC)yA2EyvsI9;=wEz)O(>5T=2P+d zm}7e1h+$42)o1a$P=3pagWI-V0Q(cimqGiJ8q&+K7s-n-JC7?=$nYs_&iuywr%>UP#t@_4YVh8> zc)i3i`E!oMO0z2&M`!g~3=$e#)o5X1b7`c4?)W0W6ZI3I%YA`I(4qAIeYh#qlYhd+k?iVc&mm ze5rfZ4Cur9O5Iz}WV~G}_ln^auj^ZCO5waN@q4tgr9jjoq9pZKLXKIL9 zzCx&O6IHw%-kYHHl2F~jDtS)8doV`SUv=MO-+d;C;%(F?hG!E!9rRo#hn7s2?}z)} zLc$F=l;KVp<#XRsf%uZ~t_wr|2k|Idc{+Hptm!}P#gaGwU} z*N)ZO4dVS@DbV^(sMTqVQkHxJ+iwwS^;jZt^!-*&pVl@)JkM6Xs=*19Ecl4Na&-cH(ui_iKf z@%gw@50@?)wxaiZ@cT})mwgM^=L7bJ3jggY`r1WetO8kyG-B4#Yvs$LyC}@?G3cLo|3yd`@>@9mZX2gLmu8f+`+LG}Nz2!jKM}nrhW?N+ z@CW(Zt@PsQ6(wunye87$?OAwnXt#lIUJLcB`(XP$dImc1z6+LjzkTE9&LyJr%P+C0~dU1-{RMGoH$UnW#J>sn2 zPJ;JY3F{uQJ^fyEJ`?-XyZzx(h~=vPk9oYISEHG+Nq0HuC-ReF%FhcK?n3<&hW4<( zUUGgx^ZN$_edsS4rt?|CUTXqRs$W?F{6qQlIu>uS;G`aWkMnD<;;?XIqn%KW^Fi;$ z!AWOJYT&*e`q$ne3lwB;$gAj){`FCpdD%7e1-Ea)JpSrqp!9BwT!!j3qOZ@y-A6y& zy$A6S>LX#0FY^C1mNZ&^mS=QfMGJ{#YUQ%nuJ=Ffh*Lb)P{W%Kkdze^04AcL&2?>LIk$&SLyTdiC*8oQP2*Z2c)E<^| zdoZ5SvZbrv8(7~{{lJG0ZUxN&|AzKwj2Plq!f%zl4}VR8^O3mzHBrwCcQ+B;Z^d%L z+&)cA;>~1i%;oFJKbTk>`b$r{3;m1FF9`|5|92pLgu&kvw*ND9q@*Rxuh`$9aU}+O zJ>}qi9ON%yh_6sSgNoiMmQR}j_lNNN!4_IdpP!h3ybuq0le+71=0UI*?4K~SkLw$T z>#6=wHOI+Ww_iay@@J^Urnf(D?1TLd^j||qn%vxCcN^>%6TRn;@*j3-tAotk z-ylyM?{Krr3j0H!$Zw+lhmZUF*e+7^ejV7W-1>#@ai7JI4@Y{OGhv7ysQtVCiq$dveR`qANBvfZkjvmdaQ?HL z_22Yj$&bK))JMV~FC3rcZEvlB(E*_UC||-nzOj68vDiPZ3HXQlz;G7%SHeI)>Jwqm zCv1Pj$~nD%SMvXh5{{^!ck_D>b9SFbXl358XJZ#LxX*+28K(0|LaRwNoieiDfqYSa zt#Xdp?Y_MM?n@ep`9~PmpC})zN84U&e0PWOqI^aw>sp?+@`CR%z8M*_WA*N-{y;DG zH!@An*6?;uh>tNoB@FaqzK4}RrSTDld~f^jKeor*KH2y07(LgvJ*%zs0RM;l8d+F- zHFK^DyzheTjp{Kd`>NjxDf<6W;VADchlMXA_+YbF@7Wr@j3Ey zbe_rJ1^)#@yn*c#=KjliaPjwxF=rv(!v3sXuf3|*=>z#mtWQ{}j_k|Y&v)!{p8{wf z^^q{dhp4X%(|I5v!?fQjw7%tPpt4L=UYYns81gSj@0fm`gD<^%%GbMN23SoTrk4lt zGV*uK?xgIe!f9~cPJG@=IQBogEh|b4;QK%^KgM23?fPo|L&!g3{c)D+7mL@M%WNX~ zjmym(6;QMa>>tO+unVi7uk-gsX+8I^;}Cg*G!f*?ep03GI&( zkDoBC_b|Ug7~)U*9_xcXVE;o`fq<8#> zivD2+>j9&@CrFLUb67Tn&kqxJE{ZCT?gQnhpA)`@ZtR@a4fu!kC#ss6S`@$K`Zdu- zx7w-O39t_;-*-t-{_;}D7q-JZUo-Kde%Rf?1#rI={lBg4pTE(*;XGcl_4IaHbtn($ zM|$mg`+RBoW&-0)7W0cR%=hE|#o&KXeylu=_`@)rXA;^C?eE{(!vgXLC|^7CrYqCW zYCt{=?U^u)59Mu_9xEr=Yb)nBVelu&pGh617p z8_Re02YzCIlM?nhYV_;~_jhr8lg^l3oblr5c(57_?Xto0dpZ%u&x zam?RLK3~4}N^%Qde@vO8+*`lZfXjDEnzH1D$aTCu!d%|=qi$HP0sjw% z?KyBC@8|igCWLoXf91Zt9 zkv_-Af;m(F)_^^>!_Yo{@1%X!d7D}t_#5P}lXu5UH~W=A{=!|XKMe1~^EyJpa6SR` ziD5b)$jZ4tbh>0(>*U@7!3nkBA`?BKiw*D#$M4)j`C6;QOIXj~`ix;ZZzFWhX*D#T z*H@OUHweRghV(mEzfE+0avfH?$Um2-!3VvYMdwM;zFgi*>sn7+4El+9+P31!bGEJJ z_UL-@_cUj#pFAFNt(|)A=tm{cr{3c6yZMh>7yRrC@6YW}x=g-$_W$sS>?vcN-ot#1 z_TYB=;K-x@ZGiia82=N7`#4CiTYj_YaEn4^mcMpCG4JcO<)gr!(0>tzd@IV!{hss4 zNZVQLe1OnHGGXh3IZwg9&a{r7P}WiWr>_&x9KDpV=9lATHP&lqoiwYSA3h`-U^8D{&} zGvMFiTq+Gg-pCKaJl{5B!}f^2r;I^9=)b%)E^Mt8Sn~4{Ue-76uT34v^BdkSA8yEP ztK$B_d)udovlUnQdf$87uRYFQ3&39^{e(e&$PdD>9wD6Y;#jnw=>I^d{?o*G^ZGdW zeydo&yb*&x>DLaIkpK7D-(k7-vGriTn6L6V^S;5!c>!PV%+yd`en`m%_9wCZnT{nh zyjAvrKA`+(&c8cs@!%rhkCnK6!l1tx-_1O}_p(nH1#S<%8hy6il{x_b*M#~<81xO> z_nrE#hyPC_&`-h{YkrJaCDD*8vG5emu7n$w955g1pJ`ymlte2XnBX{BW7>i<8N&%%BSLf17Xl_ln2A? zdpE~#m#ts?Yxj}aGnC~ZJzvE zcQ21bIeLFrI8T3e_KzOjp+3rIUemsg&rD{*{RoV|87`ys8N=*6zi(V1;G{P6fgUOJ|O@7dv0ysc*~u~Q~ryjn@@Gv2=DU;Sy~tJ|7Y0 z^WVbyj=MH*)B=Bu@g8A_kFdP}uVMZgAxGgo2(;&bWs54px9;WsC!lWd{ck0Gfj;C% zz^_U1on7R>U*UWjsJrG|?fxZPK7@IE&M@7l5e9C*@?%`VIddbj)|7!S4| zc($vH>;pUY{+uu{cT(biZWCZUNIzllhp2ChWM=fLGdK$0qrELk&WgLyrU~>@d7gV& zVnhb)2jO@Z{S~@Q|8|JS$Am%ND8HaJH@_J?iUR#b{UpreJ;FTS8We8mSr9n}_=D{e zhIkmqLs*fmpMx?KJ9Jgq%l&!KjS#s%(Tn+f64d<7+4akEh|iIJ!hC(dc-iouTS7$d zD`0u>Q3;*L4$4YRB##ienFoc&^ML=@f5@m;y%zr24El)tW0=Ligdtyx{0njW^LX{8 zTQGi{uR~@$IMUQI2=+U%y(N287N^Ztfy&6QC8=F*Tbs)cjlgtHgb9KMeUn82mAg zXX*L=X+uuVg?JI^U)I}1XO^M7+++HF+3LuX`4#WLK2iUdWgM5ZuZiIPYT4fnM%OQk z=41SRdEa<@kN2N|e#9$$iq?(xeE|7&?0?0|A(yWzk5jCq_E&uBtQ-&s47+{SUiFk7Kd%t>NNh z-n)R)&>xO>)j*34osNj!Z$$pAI&omZsHjd{e^=dGpdgg)!#P3mBNK>EXFJL?@f`T@Sj_QHFQy=oO72>E){ z*YKIcC)T;V0Dpt_N*L@B#~U6ucWv2;P##Z)moE-jonFA_7sB9=kiX%trZsBYS;6{1 zd_Pb~81~27moxvq)^ySO^+qi)UZi)e*G$V*x^MXTwzYFY<4nf91bUD^Yv(?AS>t^f z;zQJjwXZt%wqNMT<6FWIe%=U8_rt{^(_2&;SPZNs3($-5-K2ff^OLnBw1@H5CM&O) zkntZueyBg24(i+roTv}<;CMFua5f#Oq-l)%80`4xJ@Zl2pCoJDm z`|Mf%zygQ|`ikWnrPF=jork-?KM!q(Yp8zI=y6o2_vh?(5_HvrXB3P5AQtifnzcEqd^z&GmLLf1tbx!+21ixBc0_ zZRfO;KtF!Jz1x`C8SBQve1QDe{!C^2z=9)^(hOI*?CX)U5cr4fZAT3GCglHrSubV3 z_S(kj`|q4pmciERu)mG`Aq?_I`lA<@4D}06f%yUB5yB9Uw=3uN6umX*<=f_g++L#- z<+=xVHv{^S-ss1RLu@__m+Te>)8855jXto!*i28sZE3e&MRU2}bWho|ylMl?#syTAl#< zkNhOe?U68yAKQyHaZTOyuq)>WVSYX!cC6P6Io%5&U+gc|Z$(*a+CG@?aX*GI#KXwn z*mGSxh7O$w_KN;G_P$`)(d2<357dv?Hf!7GeTA?;gZ`c{*gt(w_7g{nI(J5e1Lw`m-u_T&jlX43-c-Vm!Ldp@dK4I zC?{<9b>p66eZaq>JtrXM>(_*wVwE|1jo@E#JcJ>ikNTQWKVY7ngy=pd;a_d(f6Dp$ zPr@B$SLQBS84L2l?-^$KSBBYnf*q>^|4NTN$>Z@I;p5I|&p5*6k!WMtqx{|?kRP^} z=sRslgv(#hXOwT^lb^Yr;|Br%k>7;jd={1`^_^zv=eHT+Lp!nmV0a_RH)*uneFy*` zKJAa?h-G$@|DkeNFH(C{9!>mDnx=X|UUMt=-$`?}tZEF?;PGKnK=1f{X_hd5V1AA; z=r8J9QutW^lJfqr{y=%|bPtb`DV)Il^Um0d2l~xy<@&nw=!Tg7Nki1zNPfHO!!(ne zgJAy{+u!y3wUK$#3%;I7J{ox7?4v}!pRhYVB)y^Y4>%u<`ob{FZ||-(k!l#X7yJY2 z$DXdLMK&3U+@AI%nW)9Sn92FSXaA>FWmA$sf6yNihW=6C_GDffFm#nR#0NOuJuk~6 zp3eTx*N1zmZVdbLa}Lb6IQ|rkwRRWt?}9u~-h{b-V3@6EQtW>ZjgOfL{KfuK*1sNQ zKBa>)^Y_WnjPsR3FIm;gqhWD0{Uczu+ zp&bVOC%hiT)wDwjq<|2V$Xw`WdCzIp)i#`!k&+ugTSE0)1{@H`~L zX>^{IVIjpQgdx5~c@YNvYKPhTvqCCY(PRB%f3SW<{ibs6j|fA&i1H&0{tfZoL1t%O z=AVcB3+BW3PP&z!{Bbz&58KmgvzINp6bcU}oNYYzH^<0TC7E%KXTW)Fmc zU&zmW=XYmy&8!B0g!2!>_S7F?@K0Dj&3oVUoL&22J%IG2-P!HoTXhonjoVYc6O zaKCd5%u~T6xBQsF;Gd?8^`9`5<9y1>>HiId4AXr} zhQYq6y_G&Ip3hqZ>l@U!!~2cK72iAs^y2(=SSaV{`sp$77vl|qg>Jk>^(D|3l()b` zx#+ZmB*cF>et~!T)V#5pFn(-bkT=fn)7MN`4^sX6>$6e?tso!t_d>^CPS>i>N_Qgp z2zTl1uWqU0=Np92t9lKKKFZf4=^cL<{hpEw_K5k_^sZTl=OnF$^)&XMzIyHVOQs$? zACtaQKJG&9CMZY!InwWw_mJODf#0YPM<$HA=o>K}#!KZHJwL_&{RH_ur1!`LDf7eX z#R}ELABJ10{!#ricTZeg%lFHVUKH-Vs`mu=Wh|BtVep5@kE6f5>w{k9L41n+Wk`Jf zl{G>h?8`-5pRh~{@rN+PV<;cO@ZKHL$I99Ll?;Vf8DFF4!+ebXis4N5eVXTA1rG`3 zK9Z5xA7Ypf65HYTbiU)*h{{Rf2CZ=30_iDHr0^J>vR=fq(x0VwmsnJSnSx zOv2>fa+og+{>5MqecIurv>s&bv-3#Dw(Jh|-M5gv-z_}$s9SIOuM6NkQ>5>>lH#NN zXJVoK0pj)u!}%Q4XTs1Q`VUtAj`W9Nb{>b-r}r;}gt@*DhWHiriD9w;3p&u{KNef!myq|e|r2@{JibEtigV$y|SoSd*C{)(rV-V^&9B2%>eU_L{AI`QI2tLywhJYG5}uO7H;pXj_4(t9#y&p?TVqWeI& ze?yq>Z=C$F`_{*%6+AvTrTFqiMV}nLo;hV}l;6-b75p>y$MAEqhf}tjCOnuauV_O3 zoz|$ov3%fd;1`aMVHTgB?owmFG{+6-NBRhJ{<3m*-tP4D#2?|gi)HTFWF<` z4!8^#0Kc*Q?5Cf%oly;ha+Kd$x%yG3u4wRh^z6%&x9jB-`TBz}_$T~6N2Ql_xXEew zz8!}69{H2wxc%?usT=rxXTl0B{>r)jS5mI=G0=Td0 z&l577M)MzG=nwUWFzlD$cnQP(kan2cGixuK`aiek#)E-JMDZ@tbME+(`nxWo`*8Gq zRnl6+)8m0&w4ZZ`A^yVp=M8T(UY7{v>!I^aEfb~8mx4Vae+cvW>Ozc{m;GZ2IRB6B zUwEIkU)y32%QW=XxI_AY7b>OZR=$@QNwj34{IG$f~Yo6ctLKQ2GH(EM`s5b)1PFJYh;?VFV| ze@vLmgW(f2e)c`{&sU~Q++B3+9E=y&TUWA|8&^xb2l?Rm34?xPe^t_<{OCSbi$`16I!T<8Ec^;oJbxd$}mTyVc`XY#h)P?rTx|Unc8J z9DNG>5yp>q5p#a#Z+ui#oIP5Fy?1a=*>RXsUsIqD+q*X`K4V3B&n49DkvA z_4rw*|M2rMg_pku39gIwhfuzSdD^iLo{H|b;e20sNAjNQTvb?qp*|JXU5nHDa1QJh z`AeAltD>=Iw-iJX^;>0U+mv;dh6!1FrVW0#iu8yzm=_m_#FKyVVJ*>p5kAd{2$iO z=l=Df)DdNeg1y|nAL`%p&ph;opXYyQU}lk;t^xUE?C+tUbIht-UEu!$vAq%o{Xl<5 z80f+Ijxe_`hNlp{4BmIOye(0}DqPO=di8>4z^|9naMOdw@D&HS2sdu;+0_%5r|4CTd z&oxEL&K&rM{C+gKd`r%TZ!rGzVtx>Y_}b}TEago0!0NO28VEyv2l+)9-kWHTSv=3m znLRyP7CuIE!ZxhKs~I!~Qpp zzv62j+Y4g_y#FWt$0QnkYy|tja>CFa^5==i!1RYnTS1?(eZo9mW94kWo0YTu;ivHq zJyVn{B|D*8WO)c2XIV@f&b_~2+IeO z|04|gi}XEHj#!oFG8)=L`8{*)J*;S|DvY17_l|dSk~cuUm+Hqnyd*QD0OXDIJDWImDqb=FA_Tx zjn%yk`>)vFi_kfjIuYVi4>%I)|b{laQk z?;(Gx*0*#|53z;#aj2Mn!eAd5kF#=i-neSd%sZQ6_QHNC&aZ?)AE`Yo2Yo~RW92M= zQnlZ7{P#j*h{uutRkgVjmeloz@t}OGdoEvN8oHeCS5)^id7t;`46Ki^eZpX$C~t-X z+he|7tM+N9x7N7>B|6aO6+*-QD%>XJ^8C0sReO;3w{X5&qwJus-mk z{r7A>cs2K-dbe?2Ko9oEFnceIFyyOoyo8}Y!fU5j)}MOK&#S)5tH~|7uLk}I_372^ zfjhc<^WgHTG1f5bG4~miBR^{r4!#*TEC%L#98b-G=~qq;*$L%HPtEh3hf$IjK?_-)m>n#9M`D!M~z?zTWFN-^C|^`}^0gMyLK=xB>JP zCd!DR+$CqASslOp#i21kL|2AD(lqPx)6Xjp~ z_|4C$73Uy--4647SY6z~<+(4^xINTWE%ldsJq_fK_DdM}hx{cB{t@vT^}l28{1C|l z`SB*bE_PO3Da4b6U-TFJRu}z0CdRY%f87fnHXP>jCtOcU8o!h_KorITlZ(B z&o}%8`D1%;^Llm(+x!LY+aW*R)+-y`eYGF_6RvOGe!s1(P%#G98#uqb8?F%W{B>XG z57!5T`TW`-7bLwyZ!ym=HQb#!@Kkvfj2GJ@%=Mcv#IrblhMB)=C=4k|&~j6*Cwdzy zYBUp!bU;6F{&+ub=FG#&sWS9lrSSdYPv^d_7X5!B>K|c{H~JffnLRSh`g^~zs#Lco zna6V<;vY)&e%=%G8~gh>=*!P{@c+ha|B5i^GxGD}5`)@XAGb)VlD>W1sODv$xd#5< z4E^h;eip`7?+*YyxISR`80iOLIRAn4vU28c3B&x4_Vj7xoerO`r>nFP|2{?6S11i1 z3Hw{f&(8~1tTwcq1^P5XJf9He`#E1ClIs?fYxDKMm;1-G9#6=D{Q>;Gv9o%G)R&!b zKL*F&IRC^UhgCPhKcGG}uFMj2@1_RvG1^z->f*rfn+JhEM13a=_j8b5R?hr0!z_Q$ zxaO^4n^h&q7xl66y~d&;%LYRKNKe!3(ttZ}r*eC1N^{ts|M)2QYqVE}ng4CNHzFt4 zQnWvY{-o)}u9I<7cR+o7PmwU!M^;Y%S0Vf=aiKig4&L*UbP@B9Fx+pz@e}6r0b!6I z>H}dI4`EH6{7KtBNx6_de09+7tKZE=j>SV?Gwx}e>JbO|2&DI0w;KyipZ@^%j`sJh z-*unQQ$*(hu)S}=`ybw^|H%FKw*(EpVJmNN`}?jM=+?Yr7=|M8>p*WZNI1Hu0y z{|E!Wu)QB|T?=qi_RMoo?&bhf2-Vf>RW)%pLZy6(6hzc1e2LrRgNr6nO- zN{OhDXrMAHL}sK2X&8m9BvC4#Po*-VQnu_gC?cz5CBDkuzw`N=bMKEo->-Y0d(S@S zj^}xu{;FQgM#~4s)_zr zj`T>E5AxBuG>qLJ7f9caKe6fVGI-w=>66i^vbpuTC)7 z3S<*PCYN1Khjx@VVaTT_A33!h9U^ulbAIH?IxBa#6TSb6^bv;rf3f`uX>oiID0Pdwea~tb*t59)=9u=I8HVRkUP?xH4)|V*W${=*82*=u^eQc1 z?$c0n80bZ;yz9SSH@`e&^_@V)EcpBVQ@OByFc$NxlH%uPPOv&3+CReScG2 zj|d3!`BeMmTb;L-Ve2V@T8CNXNtPmdkbX5SL)C}_zuPXZ`8^J8!4|A8<_HM-_Cu z6cKKBeG<#x0!^9wRUThgaC_D4ns;{b(`5C*#Ghv9v~jzmogtp0{59jM?#=5f1N4aV zfk5-D`;ez<$}D~gG#fv7Y$`BOYjX)~x6$%}xnyKTx2xVvxrTY0>){NWa##Ay-UV z10esRezlsqSk+a(0(pq*c|j++pi`l9Lt*_sM63_OV2=a-#<1Tiet&}Xhx-ON9($hN z5995$za;21W&FCDX~tlW=41o zpU&8z(*uUbuM3M4C+<}{*LnNoFubvPnpOcas1AQoD0-Hb>aTpIq$)jvchtx z2dVx3*0K?u-a@`d+{G~a`I_b;#U~U`y2KB4s2Mf|o)^~_0>W@UL;b0p$+t^}U1i`q z(fwa+*ELaXPO~=w{?MLud$$zKTc7~?q;|wSzU!_l$)7sV6rM+WVVLei2y}O-j%=KI zkk$W!u6^_$ZI5wd=M{pk6ZY75=~oK%HRi9bbI&t%0T7KlF>+KJM}>hD6;PpC`OuD)?_KttaL3H-`Ff&EFXA zV>tYSlW_k)K;wfyp+B?vm_EDpj54+C7QySQZdYQ$X13OWJTaejH)R&a(B6z!)*)E1Him{eMJYJmb-$;A(YvUkm9q zeiM_f-eWbyd-497fG~`Q^#H^3N&XDe{s8L_@dU>+FU0s^bxsSUnW1j)rvL3x&07k>n}l%)v|gEM-PX37@zNv@uSJwI|lTJ_F_6>jl-;M z$6!3nZ>IAiWnF9kKz)V%O%F#@j=jDC>aTw>{clNN=5u>~>hMmmzk~8J3!Z)NS@>}H zo;d2?-1=#q>UTG=XPnP`O;W!jj-vl7QG5K=mCyfV{l7ggX3+B1IQZT$+P67kkSFy& zcVqqCzC9FJys?PcKk#yx6}z7#APn&s`&(@PdDiyM7w{ik4_G`1JhMG39M%uw{WO8a z%gj;oLkl=P7H==A?FbS5ZxrQk8P-y8WcM_XC-QH(rRdo5>-hsU$ zw)*tkq<)F560I)kT$MJgIzrOy|m&uTSQGV8Df(?r@Ga+9Qww#}zTlNapkC zB1`*g0_*UPyH=WPXrY zZziWf^!0uxw=mLV83-5o>yy-R;MoZSz~2a;D&H``IUdHx_|OM2a&gxUQ>0b%f0q^EEH+A*^{^yTj|yylsP6~^#RUrqwBG4P=e_Dr#QZi<)nCz#g74_{n^;XD$B~Pf&4`66N?^O zST;gC<`Wyl?E8QM8-M?C`Ugb!G0}c(LS6pT3=V;Ki}JH6JSJ%CyaMtq>W?tn-w@c` z&+r<$!yM{iQ?Y&YlV3V)tD6pA-}Sq0xZ+E)C|@A`{ndZ{-nKXs{15r>Z<<_lGU_FkJYRpr;P05933K}+%+8ku1DDzr=zo)A z_k{!l%TEvAs~QjaLcHH27^J^%OyZ22U~kC(p!hpmuNQxZdUvRJK8ESOynryvH%DQ8f$|)5YyE^j|LJi19UOWzR<7kDynoPFJRZYrJvZdO#9qm3N>Fd3{)hHH zob%56j>)GLT>=MPO*UF8Y>N_cILpk?2lgS}#Ywe}y*M=Vsoe2D4|6#r@Iq}KgAb(;!8kXR0b)m1n z+-rK?PHVDD=(#u^AMED$s{2v1g?(R5V3*eVyQuCo(1-G|S8so3@hcV9zi1DHr9A${ z5U((wQ#;R(_7hJPYZ=t?de?qc_amu|``P;v0*2|lpJC{a@zp*`-|19+D?5)D5C(rh zep$N}qxbEw@guv7{?CH;F}!2oCCAj6;4i4J;il1-e%1NGeL8AK%;_C&bJG_7XA93G z|HJ)99X&a&21^6Qb!F~u2aXTs#@6PKphwSTRA*&>KymKhovcdLF zI_MwgcWCw5_~7|mh_C2xguxzYyiZq(x=qZ0c!TlL0WqxKkzdE2ZWmWfF@XIsd{}>^7Ai<57_SH^m5X~oJPKW zbPCEHbF)J;)c-jDNENA?ekGq|GHL#itDefGK2PBNN7haLPOV??S#p{>R2@ zmOW4L;Pob9$d5GN;gFQA&4%p$zhLbBPoYzFUjn_@KHmQLv_lUT@%n81D%02lP1-!) zj*oUXc$PJvz(vPZ;!p^b>~sjq^`d3{Bg``e^XC(_o2mGb)DbNb@{ zS~|GH`4Hwa!tgxG!*lKuiKiE?bNld2h@34q_zJg2&(y>nL7I-RUxV?>^H{9IrSJOC zpPp~--A6WC4q9=1uN8f*9^CbY^JZ-KI#7MW)NBCIgYn5LBj$!>T{w>)UWd;8zIXf< zV0_-&ad(08zWxwT@OkeETRJR@a)9}$eYURGzz(8(MD05px9r;V4g3l7kvHMjB!BPx zozDzbCc}OdJ>OV*V)Vf7uwFoa@XH!Qn?=$7@OZXo>+Am>EE1wWxFec_IA_Pa^#h2L4dr ze&@cm)Z7dOdodL2gD}v8`Gd97eRlzCr}JHo53%uXUYdG4d=dB$((B(RDrmEms6Hb+ zd#Op_$0mrEs4suS5O2`l7^eFs0>a>5NDpDq|3Bk_KOsN<3#<0L|I-217sx+hkO#(7 z!cZSk|FprgTc=opz7S8dl~nk%C2&Qv3v-FKMnXB1N}z-VEUfC zfc0nbo-p{=KjVWuaQ^ADLo?b2Sn~5u!knJzTl&m3QyB-}XGQy+{_xhEH|HOy4W;L2 zxFjE{+FtE^==KeQ^ddT>14E4A8doyf&*bhYh7=84;cJV=ro&>#o3k z06Z@t%=I<<+Q{EgDb>)Q+7ZM1HW&|Q-+GrYPBRPigYpm1T&Wih-~VLwT0p^`WYbZR z?EPOsz_T@1EI%ItjPZvs+;^qt-;9e;U)B@s>mSV5?}4&klMdWDuRZ|ZUl#-_N*&(p z^pWR-z{Qc@{2m8_KcoHwcPDIkdaaGG7lSk|x9wW83;sTY@($APq+G0&%InXdp;FI& zU(e$F6XyO+n8%->g?WW~4bP!o!Trym#RWF|2WYB1lYAl8H^XlvM*WRpe5^;P9qw~r zJRl77p}bi;{U1!g#xp1R69)c~-=L$Gl_8oZ!2gNA^6Pgy{BVW*jqP*fo#h;lhsh_9 zeCKH0teGP}9M=EXK6h+p+wv8=!G1CR5dMFA>Z@}ZioxJ-SZ~ZtA7LnHSA%*OQbY`+T9_<7(wZM84DyQSg%L!@V(L8iUV>?7? zs@Eg?z3f#~hCk4JY&^OjESP^b^X=nYbG|-UV6@1hGz`p&o5q|T;DeF5V!Zm z8?2R=4Riwg#r}({)$Lp!@&A7c7C+bW96xq5eE$sTAn= zZV6(D*Vw*vyGfUjiJkfSVQIE-|B#YUSWlxr5>`s5dXq5J>o_07Y`smG%ZIhkBKa=8 zaJS!c^-&;SOR;?{{XKecn3U)|66?8T{k0snw)bTJD-v9C7|fUj{*C^#3^Dj0%6nOaecza|C*VF0^1E#9f!LZIouGao{43?DhDI3V zGqj)3rtO=ZwuOQG5HHtR)OId*AlMVe_Z1^^N^?fKz>CF?Okas-x$a3pRg3&FBhz?lGaIY8maJ> z=8qhC(dN3m20V}aM0)=?7jmco>V1?~kq=*Un6%o2`3fUL;lA3BL!bi zPe1kv^i9trhW885-XiY?6{k0MhxH4#ujx4TXJ|$s@JD#gjJ!0>OWgj}L`0Y=d^)X| zM&qxQbgt029jx%0##`IrYT)U?UHSR_S~s_S#&$#1=sve#?Tz-ksojo(JkY+^1qJ@- zwmTTkKat*bzj_T?;BExpd%^e?r9R?WNk`HDpiv&{Pu|Ksw5K2BE2NJwj7RNPS`NEA zSAjp^`TlysvswQ;?)q)_EBXHT`lcxVz(?=7y{v!U&3nJC2H$^*);qCf!@3H{XE=WJ z8lP9oR&<7X4(E@4Q!wo2;MuS~!+aFoZZ~LJ^(D{;@)P~Ve39qM!@M4g*_c-QBBm3s zXJRU{3+uMlLVxtfnBPq^Cfc{~cpWQIy*x9a0Q86R$EsDS&-EJ#`^VTnR^wFT+(W*= zKh7T;di;WdMIz*9jJJfrpOK!p{zVE>KUQ`|=MO|67>9Dl=Wy9=rBMEM5sM#Jck;pV}xK0*H_4D!PH zH}>pMk>9TY)`u2if8W?}Xj;|G*UEIiSFrI{>3(6KBa%*3e{AYBC^N3_I(~k-Y1;?4 zTy@d;Cff7njt$0uqMP!QSltxL|YdONAR1lOR4Cisxr| z3fT`~i2t}hv3bOgB;S_DFgVI%bNv3#_bcB?IFS4{XH}JicuWL+VSD_J1*Ii&{@{;T zAH^4}iMeW_4f}scPyC4~zoisb!~7V};u{pAT?2E#-?2Tx?A`n2Tl+#g-d`dN_JjUG z81fD3kF_&z!czf%9!i zzM*u~vJ1}-Tds9(vTNxN`{l_0*4VxK7jzJP-yZqdx=BU8&!y4Oj`p-oVuVz}oXpspcy)1Iwdgzu=}DB|5M$o8jr)J1uKe>8 z12*yfn?&pJIZI6zb9xB#c$>KTrdo>LOvoQNeqxTKr%$y9*dx-Hcy9Cgk;YHJA8_Kw5mLv;q%^7F18*G`5f z)=y#oHx=x7t6qIXwmalA^bf+|Z@9iC4E~PmIl}Nh4#o@C|0&VGbH-NHeR{9K9x)#5 zTxD!oVb~1gV?NxOc;fr!YF!?$cjhj*Rcdq!?8i(@|1OE;b#6wHu)ah2>@ppway)V- zx2Iiw`_39#=_JeY^X~I@-y9t@VgDKXCv}SIyXTiB$P4oWVW_`Ro=KIXPu9FR$Lotd zlV8jAH42lV|KADrOdWgd$Dwh2|B*1S5B40DTGHiF4xE?Ui0LH^_9TA)Ly)}Au6&E_ zWW@zEAHxgDp7tubDr?X00Qy4vCJgq6_C^@KPmTQSb?i1F>t!a?`_vyX%!ljMy+;qO z81bhQ+($zDPnr60e029t5YLd`lrotY9)Yq@AL97?=4q}rs{aP-LCjC74t-udTxtpV z3H>wGdG(N)ns4AfEzX}h-l(Q-qAB#p`jIf-uOZC$<5HjQUlya^7vc}j$1q#J?C-a| z(S2qY&=1l_82HEe_K#UIGG;(`us7syzo5^my|IHqf9PL?A$}u02l^=Zy^AOT`jP(w zj@}Rc3$Nk+eLy(FE#bvruzwu?z`au+J|0Nq_Dz`YhqHFJJ|hh0<1{`#5Ag^2OPhST z*UlGjA>LqqAPnn`f7&7b;r!GN|C1+tM|uBT)t_MBfns|~L(Jn*+OOJ~;qFPGKh#%x zSM}#|<3>Y$f#au-@n4}5Y{~VTemhV4fLDqPi$8?nJ_gE*Fwl$q9Q@EAc})8W=nM5h z81CC6&X`=Z(zIg==nMHH%qx^C|HlqV3|VZNTq zjE$LVlzoQp=MV;e$MIM@J3nIWT9gkn&pym+>T!_g=gd2o{9H;)p&r2XRhGlZ9b1kC zb9*2R^PxVo-j)p?GBX7BLvg-CT7~8xE2Q}P;?PXvE7f(j+};ia#9n{he2wdmFzi2J zem-=o^R}oQ7kEEloY@IEvioM+Bqe(y6 z6ABM{%6h^63ED$;W#iJlTLyxCp#5dn`b;^r=9Qu@J)fiIx%@=EjO2KwA7cIpgFP?* z2j3z8V(s*QF9E|IWG^{dd*7XC90>M}`6H*t(~C7(Zk*nn#ofr?y&3P#IRkbVEu;rI$V`}tB3tvo^KDgwOD+( zZUyUUj30Sw>n|-%jE4AXD(06k@0uKZ{iih(E$0Pt3=x z-JIleL_MM?Vy7q`<9tVUrfVteI1BL~>!BkB4h?;EU-J6*NR77kxFTb)SFERwv`wm< zRpQ9&6~gepTcr2skkpgwBKY@$1V;lx+;3DFL4LyccFacN@VezK@P1!!vHS=_y&-=8 zS3nr#NBxIwnDeWv6VI2&PU|)tzwn*&f2_Us*qq-T;5-lO!Q+EAXv%}F z86}^JVSc2aVYZ)5n8yRw&i4BW^Yf15>3#+mKi`9T5anOEL49=o*WQl!oWY$SJJgv zUq#r&>$wsWpIpr)6S%%h9E%P|KTP8OUy|u++rMI~(hM5!RBQR**pOL}-*CKA>tL;1 zLj(9e3F^PpV`EA$12d?9QT~K^Jw=$mufqDX`l>X1uEens8ZbY~hcNgX+JEWo(r@nG zits)*&R-@NJuR_R6fd#=X_Ire^;SIK{&BiYp~Q6iKv*AQygSqTKiNU^$Mf_4Ge!BX zix+O-^qtH7QaP&O9k-`*XAh10wfZK=NBq4l0b$TT)<=Y){>6C9+L`x>6wL)zc9Ws%<{*@;)lC#Tyui_f%bjLq|Lc#YzgQW;}2n|-_TwOL%oCi zv36FUUm7d3&?j@`Sd&l_+1HD)eTxtnB)=OgooM&MF^5JiyTwlAx zekImlCF?0@BN3oA}fUM0JP z&DVb0BFMUs$G^*(W*U=wNWp#=(sS9Z`<)v?fA;+V!Q~@=tY&ChN&KMvarv^HhX0}$ za6Vum9-rYf%IAb(e9Tvbp*}!+Bngh9SI|J9p!)p{3=1%Bvx#6UmJPwl+k zCJgH*)YrA{KiVBS`||yiYxzlz)s;1TeRcgm$EAhCjzE2f_Ig9|$Gd4CXM%oe#PTBy z^hf=Tp&lFYHwOKpeNul#cHYIFXYrjd$P@V^%9TbojbG`VuvUbL)d_Uu+-bX|E_&}&nke-`HU2G1G5q-}NqzWnFm-A{-4{vu(J57JlD@%^>?63uWv ziS*PI#h$)#N|nc-+lBLdTs^$_`Q`2N!M^Qxv|&An^xdw0+OGV52w&ga$A zoI8+@P~Npo?e;Sg9C*B_ZLa+8_%;mUGun4u;n%u}k&Ym5w1>N6R4)dX9)Ns<^xgF` z&n{i54D!VFEyJuHA`JRt{p0=St5$-4Vf?)7CB|Hy_bw_PiyGms#O(iGL*IvkJI#jv z_VY4euij^;@-@BL5PvbA)R(3|FFRiX>kqVNhS~c6zMn*_neS!T??e9Y zNBwx#qk|*VdpQ360|(aE4sry0NBm$~Om<*lUw*&%!7SI2&Jy0z+SK0A$=-3okQ-7H zNj?ppCv~PJU*Y+^;o`MVGpXMcKe`|BMRTtn?4O`LJ$koJ_L+4OsIRBTCtb}Bxdiq`_@~Nqle0ZRUql~bUJo`Jc^bc3`W);vQcNFVsILwF z!CJK6&D!7&Wqs#BfR8IU*Xr)jjV>SW2YitPUMGp*3IvbV4E zc-d^@>9^i82l6-0-#lbhS=qHD@Nay+Ic?#XYduG?|FsC3-};y?lPTc#^4xK)X`Wga z_>#DHe%Hnz+|68`Il@?9S1p2Xm%c<(K{f3FY_l@Jd z@krFuo)gRWZ{JMLGud&_0rC;b>rIAP%?v3Y$j>OBH#s+_9k2@p{?UF3Lw)ow4*eIy z{vpoS8dRXt)o2}zkNYF7u}Pogy!HbBxIS(@YF708wJOAKT;H``9eruR&=27MDF3$( zx4UKUJkjcB@%ufyl>9$E=IhJ%d3VEGHND~d67Bo_r=MlUNvV);&_5Yw_u~me z{=s-k80t&ZZ=3OyZ680kNbaHW+BUxH{V1p_kN52cHCqxP*0J}q+Re5PS$S_4MC7^eS;3J61ekMy@MT~tw-R|)hZJ?%Gl&KNqa9`2{1Keabr zY$|)c7TVFiK1dXmT|a&b>LcXm!?;GfN8YW#AIg(3I1kc87`{$HI4)>z!MIBPzSDsyzYcbEzOly$Q)W6JXyb@FHaKPZ$kNeYwYpK(7GJxLw_O6 z?^}Hz@ZhYYwk7{Q(f2*W)=uoL59_57;(S6_Et~X37~(n3_d{~txIG#@pdQ8hr$1ho z^!8Yh1@?jWQwhWVG}6N`i!X$sKEUyQwwA=|T94)a@k`sYU&I&D|C`aie)ZFuT0Ct5 z_zU_oVZPt_yUQf=_Js9({YzN>CCTe|YR9d)<7UBm2hR6LVr%>e?PsulM0+C)@df4k zC*s6$^#?~FKA^q+iQawiOwdV)H)4K-5)SU?2X@ea`c`be3R5R3Sc! z0QlND|W$pOMIR$l+p{j*4#%E^0}BEp_G5^MsHyu#4o~2pZA%m{1WCf7wJPN zZ76g0U5EzUPj5lI{N=oNKLzZ*j!-&0|IN$nG&nyK`zyn&UKUDkTs<_gLiGM?FMJ*` z#Cz&b_$kVR^=Iet3`0H;%R?w5GhO47>q5|vm3TbD5KqMUfVH!FMku41={xLKFxclX z?2j1UHy76j(9Xct1rbgP6rPj_G|UhMB)H4D}U_ z_vWtA`qLYky$NL}Z+Z}rIvVb0Aic7;cVFFd))Ml$INk^eL%jV5ga4pBs2$|}4+eh~ z`v-fTtDj&9z#<8CnMQ(WIL4E`#P4-A7nApLSLx2^hfR`k9q zVtJdy;oXN%1bavOl($KFJGtZ)+{YBZZz+^_UKV-ip#{W0v?sz4Z;?L2Tt0-^`b#K3 zdD93%4_BxkP(FlNJtCBk^eK3+-46RZs2{@6Uz{I=@`s%F`a7t>c#FmMMHuEs{s_bS zApi7-dX@O2=O?lG%ZB!RbtDkx7q4%H@`MXn|0kV)UtYHozGq3#KRpP+1 znIlQ7M@91Zq4?|Es`KSvfnL-PVUQPM<=$i5P96zj`;S89H`|l8ukH=@gz{FgS+KWK z!5rvAepI$e4s=y=1N!iJm8<6N)g!;Nd?Hl2y3zH(Y$xcC{-pBbnbMKo%Yh!$4`J|6 zaefu5PK&8}=M~TOuNswpYvyVkM_dwOp3P*GySL*Ec(_kT?W=q zNS|t{gHqDtEf8M`pPm%dB6o`IuL)HN?J<{I75UnLF<+>E@!j1y zH5%$kY}XhZbD^!I5#C4XDb_z>kRRF`VaR7lpN4mP!sE?VP``@z^M!=jeIKF5;#+gn zcKw0pk$#OGfgNYoH-f(-y&BD-uXJKtK;NjZjvb}a#x#iTs~|lcPZU^ees_?)k0aE) zUTm6DcLw4c%2P|B?D*#^@8EgDXC{7JH8KkPpYW5HmwrzD#QjO@#YtgGSQ>l(NXRhl z-wQikIq0#j^(y!WKHsU)QX%_~C)g9_Q-&G6+KS2fqkd24@t!cmBjlGb+dmX)4-Dvb zPTw2Wdni9`Hz)6P2Oh!wI*hN{i(MaUY#%B^=LH?S# z?U69pFV3fP_1l~ek3{zmQ2(9%4<1^jaGv{97u5^jW?fkh@fGJM4C^}_uZwEiGv`57 z+<&?lR;`(l=EvpTrFV~Oon+sD{h+>dEsFJCHMu}L##h2%AE-awFqzCz@%(%ILfuu@ zrhPGp0ebq0?Tg`A6#ocAeTVYz+UtFR<(i)mzj3^-ZjJG-XKGEQDE_DU=U7#L7eRelF_R(OT=zkzMe)nmw z9_%yeB3DE9(7iNf&*?2YSbZ-vPzgPC_e3h&PZkC7s`? z`Hc;-cC6_?8u-WgjEi@^-5ufr_cu`<#w{Z`f=jhrg_A2rfzGA?_o@2bhL-+|+sEML@^vdtOfN9~8bYmS>9bQTI?uk)6c2Abq2d1g=#(jS#ar-n)o6+@0hUj~LNRR0i6Up^& z7IFQVjrS6)jgbQT#`(>J?P;?ImcZ$ec)v?%R;4;|dYtI}Pvp<+>7NWevjR?^`Kr{s z*EKvzYBOz$oyp5`BM0XnC^! zY3W7LemKgA4(dcX5NdG7tDc zdad^AJo)f82>g@UGy2QjD<7{&_xFXpu9zF#?&i(c1BBuH73r}qf3;fo%Pi0j;qO_U zx6fGv^*hFg-b?Z|CAC_BejLB|&YNN3U53E?sNdeZHPs$f{E;`7c_ofV44cSo`5VK2 zng8Dy7TXJew?sR{Ph~u?k-}-l%ptCJz9@NLEzy7<=G-pi`t-o;m{#R`GADVxU$G`rq$3hk_%4h3e;ehEq zw&)h@V)rM61Gdyi$}ThH_B?2F$8(7tO=P{Pz8;hyGx6fI4iN7!{tTY1XK3=?2hM|V zzQOCR)qij(g8Qe0Q`L(ORG9-k?qYclMhyA9|KAww0rMwor~kJJ8QwwmM;Ojq&^}mu z2a@lQ{*pgpKJQX$r}gHL%;6r-Q-6Z|ke(qG(?{x9#{hr-U}gFqrf_I>T2Z*<7q-7B zw6#8;*i~gV>@Q${TYn#OyU@?PzO{{8cu8XQVP)Dc7uxP$KA>0Qc)8m|k8Pv+%C)h( zRIMqW69#$Xc*8Dqy7j(?JlH#8JHy!#o@-LM{_K)XejTda!Onk$c1>AU^dEcG?ZXc#T!(rHIu*%&hJqEWKLp<4%Fx9 zFAnX(r7d62DZHk3#}40mx*BW3dI0Bh^pX>pY?{OE+c9i>@7RW3@I2DzcxU9IvPAy> zdEtl!GwyZU-I2%Z5fPsv!VZhDt=OIjL%jY6!+Of(?{=scFy2yscK$1L(y1uz7{~vA zEOaWqbo9z-1NfgR(lhen()I_*<3K;S|3H}A!^jVpuGGtgLOc31VK^U0d5&5!P3g|N zrLez+_CD&c`=dZD2cQrAchvdFgHcx-;d`JcpHcO$-Q!oih4_H&&V&5p-nB?We8zU? z;opbq%*=uH0@6nq#z*})d+pvERw4TSRfw2>!a#4&zcJ_+^+oNlo}%&bd8lXp8IP}* zoC`EA{OW8C@<#qfd#U|)e6tto{lVh#3A6o7A;WZ@AsjuwHOAfjFsz5so=0CgQIu#| z0Qm~@4PmyQDIBAHvsChpC7f3yJ!ACpjKyUCWoX^FsN}-^41@~W<4fkbKZ;8G?jq)c9 z^$(6u7|w%`9+zy7QTJxwfc!+`BL@3NeqGMbi5rqE`d$_Ff1mC!w1cK1eZNKMYH{|| zt`}2aJ&fx^!Vu4Je!|>8T#J5Aw;y{E>_&Oc#_->k??Jsuw?_!+ePdH4

      X1t3B&#(jyGZ6P09T8f7pJ!aKgNwsn4_zsa>MyJ(LxkZ8bV53&=h^%FFi^ zP1lF{F`wPNJOZ(`*%!uUcze(w{ za=x4}hVdqf<zm~Qu?(fvLEcv8T|W>%%)m7U82Wl(&h6%ep!Kk_7&R`VTg|yj~Ol? z`ytHtyV>*fJy;=Yr~4y9pJ^Yh<&N6(`0ca8>S#mwS!sQem(LaL1;*=4czrc_&VM6T z^qvj*0PU49Jdg62+%#;TdcPLfKSDf3dXiOjYzo9Tl+P5k!~Q)S`$9az{pP7BPF!>k zx~Y^-@*u3%hxjK9`2zJlwWP3oN#AokK25zKZO~qE2gXPHBn;;T)F0a+UNY=^%-eo4 z&o{n$ir4)#t=Rn+q3_gLad-5%uuBw(S2m6s|Prh$fEt=WoB0qm2 z4ABAk_j7tO!`w3!;tBRA4C7P#^rR6()9$hRTS7m?JRkU#Ux*mI!5-oh^}n99%E>p3 zuQ&X2w?6-4%fCk;^e>-vKlsd6EGC$#qp*OdC}eK!}I^QBL@1B|LOj} zd%C=y4EIxTzUg;H7uPK?=KeHOYG9*(@BMuKS^5KOMm^{W_Ja1$Fx^KM&eAU(AiU_# z&#z`#Rc+3$?+5iS&Nu5u=)rwnqWdT)zu8;5ZCj+X1mdZo*q>(q7h~PO&_dE?Ku8$I!+0Lx_(s2SngP@wXdeLqw`>jcF2eWZael&Z zK1KM(K_iD#ejv{x@%#aV{aAa;f-y?zv3z|IfSB*!1TGqOM!P`+F#1zq@s#w@+G}7v zS|T2gFw`G0e`B~`jPj#)*pJ5iKp6Ce{==T1NdC>*Q~t$#|01w-z?M5pMEB|5<9vug zJ_G;8+`g$lyB{ZH&$Iobz|)V5Bl@?&Z8JQ73w)=$=*sAe5YMnaAq@IP`w1GT?w|U5 zKim%|+?f1b?*;simg4su{ik!HcI1IPP``7AU2<8VQU&@!`OWdNvQA1<=JoTO*;^ey z|A~Y866Yrj`2ynsYiH+sbJ99KlizIv_K)^OnAZ<;+dfa+d}|Hd2S9%$%+Fuu4W2YC zbYmtz4`#TK#+w&vJ*i8*1?P9((QcLQ8|7slvi8TR2X(CDVE+;45AJ?hnBu zK1{jnx>fB7@gKbES?j8q8$muOui)D)J_|fn0Dp+*tGui~waE|S0mf&-AU}-vgu$NB z-dX>#WWNiv=7g!%ir&Y<@fJ8lZne59`d$R~UvN_X!lfULV6W7E^5?!sihgkZPVLX9 zDCykY1NMpaMTor5{mjRr`|-$M$l%iZwQ|#-{y={U@lkuCrR)v$IMzpmVg2?GhWEd5 zeAb`&E5lQXo{)es78zC^pdYl4kU3|*1$>{+^G(RICaJh1!Cb!~`z|`H|8ouGiS`vz zUHdj;?i5(R;d~2~du;ozoDA=q;CKtW-npKyEUm0d{4C5J9?-Wj7uu0OhFLwmxTpSz zs*3%vKZX8D803liAPn&U>y^b$AL`@0O!@qa|J&WuJ+2z;3)`0%8LSAn--*}DOY9$x z|8Y76;w#E?NpkC+db~!&IYhQ&K)xoNx>$G8g92C|B0r&sVZA`(U47dvaM51Aehz)o?b4mPC(^0Ze|hf4 z<(K0P`T5K8(g5>TC3Bb`pIQwSLx{I1AHsb9X2q@%^Y@4U|9ol1xxmQfR^Om~ ziCA8Q<>~&ckg!ZL(Z8atf6ig~tDOI^O%1LgJ0HP%3H2NH(L`gcuB2*#X@=e|9F`*k?qs`Bv*q>{5$&yhS=yWIFKyLXl>^S9Lp^B?3r*$V47q(5@c7o*;N z>Og;CV)+pUefRzw^ZlI2b6M*rWgdh4i1S6>GgkF6ZION=Q;7W$OYWAL^$$*vIPnjj zO7#vsFS&>Ax3Ka2C8qt;e-i1F+ChF;&#~v(c_d+eUbbe*&QVt$et`Ig_PADGcEdgy ze~4E||GIw73$%+w?~|hZ*DZ+C2#8aMd_wI%+OAzLwu1LH(LbVsItKc^84vb~@{6jO z5NH}%uhu~FUf<=Yf1FG`q)o*9 zGwdfZ9&yQ(9c_AtB_^=>5X1To?Q4B?u4`+bE$sh}!f2V{mq+as!1@R4N5Zh4NB*K0 zIxl(CD*B!`&L3U0WA@|a8zH`9JwX`u4>3PS*DgI%J8%HcKQX?^_v73CfBqMq@euR%Qe5Ver8oLrhWn8gVtEnHXNO2J8AnmsFzS)ghBuRVtQXuxS_o6 z>yv$<;LoUU!Z04rPnhq|G0fJ>8*WF9Qk^dK|8~T%{y}@#G+NSGv03zgVbmvK=#Tso zX5YIIZd!DCx^C`$wHLJCx@o70y=0eqi1%nen|3?7W-hxVS4;BUJZwhRi>Org|8e1F z*Y`))OuYg6LI2o1d8D?Bf*r^o?Q8Sd+>=us-tu~7^V74hUe*Kvb*K-*aNi&AlMSR zuXT0MD=B{d5Px)D>9+mbfd6q~`y#CN6yK*3G8|0nS;C-y)CX%nK=u-U>t52x!Snh4 zdwko@Gj5m0Kz)Gx#Q)y#c~atQ7$50PFzPnD;>mQ-7ur8zkQc_UgfpEEx}?WL{Kxef z!}R@oAz_d|`fI|S?Jq`3H9-DB{Uy{7w=&%63-*KaZ|PC!Q1jRs=tukCGV;+ak5!A| zd2=!UTUMF*+f3>W@rn9xDs=0R5drc+`nCub`*kUM%-)X^ZmpQQRx2Wyug|x({Ossw zAo~6(*3%5L{l0BdCN__cdcu8I@&BTP+hVPnirVf#{6PA*?KGHayJsuk@7VTmZGc+1 z1gC$yl1zBnp?)wwj=z1_>9&Va%enlvkGQKnvF#+}50vkA=br<=$qU%~Cc^D^yDKlS z>k0OP{O>pyHvU7z74UZ(G5>@?{y09vY<*6c*PpE2gXBXP;tlGLFvKgIZ>Nk~`k<{s z9uId~yme@<65U_G{yXQ-N${F7AN&u`PYCnJL|%#Zd;Sg|Ydo20na@t3VV=ojscFyx`;DRH0jCW;z81mkYCZ>_9%9aD%&s%>Jg-OZ`TH`MUQ)fJZFjJ z#W4NPK}Znbw#C(y0nAbmqL0%X?Q(|Jj7OH&Y z^%`Mb|EHYMzZ_Sl2mWg*=9l65lphGg{|$&<><{-d|H0s|7{91L-w#N+(eX`Z{Vcwo zPr0|o{OYgo@cdYu53yndoo`b+*r)h?NFiZZPhmV|&$Il^@CUL7hL@53q`YvuIODPw z_uqZB_Ss&;yK(>7_i9mb*!Ob2-;-+6G(a|P6Zj9>SL(=n=PD+c0Y?8z^}diiW?Unj zAESO#=e4aJrq>Mqh59<69b;yr6ASqY>wSieB?gK4B@Fh7>-huoKN&74tpa_a{tq16 z)p`5DlRO`$Ne;}A7mR`Ui1Vi{F~~PN*B|`FNIV{4kQdU+FsonEO5~R(IQ`=BB<-es zbnLZdVE;H@`q8dkKUeRE@1x@Q>Gy}&D(`cJdJ+BMVCOIMr0=!y^W1|&v%@sb9S3_s z`#Koe>Sem3oX7Kn_ojDo8$Sc~GtfRVB-Vei?lcwnA*@x`uw+uQ7oVvsNDgD~)e<7F!J z)r%Wo&*Nq05YJ?Zp0cn%gz+%bxohsN@1px*XwR9~uJv61?h)i?@%I6QnP2-}{cdEy z>CKX9bbIQy7tT{qo>|(?>XMT+;Ca*sVfOt|Az|Gs8MGP*SRV_=4)|j}(gFMp=_d^P>A^a-JRW6tPRUH_ z&c7!l%pTq)x06zx+6U5CcEshSD!=0S`FOU_{C#?l6y;)~H#_%?XMU7B>`x*6Icaq^ zrEzEB{d%;=oD9^6V`8pVLuA_BMkfb$RF!Z-&+^5_BxV(L7rl=Tzh4lp52Vovh34=ayzN1QCmuT-h&-pv57P#|t&JVbMkMtd#s=U_PvOj@!AI z#*Fv^^%3F3>37$7s`C1+P_HyrrzVca(-R6cm(Mvz!TJU3i4#}lCiRI;g?bwO`($Z} za@C5{us%5^mN&yUX@8F43fgZX%C%~RjzJ$RZQ2xc8hU}L86a@6o5Ys~#zNd)tCJglk^*8QTTN)`kAIAN#;uA|o zn5;2|^(@X`e5UvR_m-BG8gI}od1;Vo>9^F55RpOq>o|tKGmslD~h)*x()myJ*U>a zc|LbT2)DOWO+O0_zB++E==s4kE!upjmh26}P6Qird7yk7ePf4JT%Jw0XRf%=*J zK40neLDpll9zj0B{$={E($=>7V1ASjVfH-;A!}#nH)ShrkHjr2R@h7WAq?`y{K7E( ze^^)+UN(LG`ySAa@7E9p{*eB%nqilFc&z|?MR}J!aA~gAG68*~yie!MX|Hdb0rVq3 zgyFs-_CNjGTEBGYciT`zOUhI;y`*ggnDe7pNMhI$d}OKMj?LgN!wF(7>q z=KC#YX3Wg$7oHE}BYkIPUhQJ;o6OgzXQInXlPpYtKdi?IbAHa`$>*o_SqJM|td|Ib zK9L{75YKS@vu0A}S|3E;Pe6Y-+kb4-=;UGGuh{==>GR#KW3=G>v!|FphS~kmvk$-f z-|p~>ujkIqF3w+@7!UUg@%eLkcYH2ie=om>;U@{BZ?s6uv-i8s?;IDY6m}5e2l7K$ zf$blhKen#2KH@0Uvq&FdsL#+ISi1-L2VrSV(*K35m>n-4#X)?;@h`j>F!j^`1+aG< z@1k_$XIG`gz(3l{#o22UEdDD}|4s3cF#Dd6kYORo?_&59Zux>TnN6U zHkXaJUwO@^pXVX|()ft^dDO*IvlqQ+l7;mowb$mKe^DMQ^MLH-VpFe~fBG*1dqn@g z_-tZSs%bK;$IzcIg-f*tJIn?8ael%eFVyd)kLzBhtuIr%N&FJ#>xWB!+}B)=yASyV z=fCtP%Is%zgd{tUE?4q6vfSz#Zzl}(5cX&7`)NMHu>XSoU!J2iz`(E->K&x7{Ov5D1!;C+|P_H9>ti6Kjfh&X8hvke?!28e)AENa; zVW{^o9x=@J4+z8h9O=6nav?3SApz=hozTDOD{)MYHo&kNX5&Iuuh_4ur7-sxk zU1$Gl@JKtpUvu?R&Y8o>o7n$pgx4Lf4imggg!%&IdELv^v?BEZ_&1Js!*-p{?neH7 zW8sYn4~yf9SA#uZ{X-b$M|uf^JW(Gvro`*_p8J`{gPT%Ug<2a#=ikO+`U&&(_Dxg$ z{1qES?|-8{Zd%!mtUtCD_McEbH|Le;NVkWa9_uSrbZ`1AEDn2*{o z^t$KYvk2aQ!0~G?*lv1V=%8dn`n^51Z;8|Ga`=7|>gRT07g^7F%VB>6``>Y2xc_;M z9`J|s5a#|)nCs`x&HKd}OZUL{uyB2Sr{&VyyzwuA9*n1i`F)03ne@(O&j$m4D1XB8 zy%_cp>`ZF&g7pYKUwdfZrdKxdJU-X{$?vtJav7{=kp4Qy!v>???Erg1eG!KJejLAU zcI5DN-9-O4Li?_Z3{*HWC=BFDxGZI#z2Z>FpUCgs=^gtl4|Re42h`u)l`%b3R?ma? zpHRMcOV?S9*|Z+w4a)1D?6xnRw7g+H!nWtn^_A-l@5B6y+v)jxUa}XjyNw3<;r#ce zrWd5I@!zXrq*Uvd5QP~UBT ze0*1VZ=&as)7hASXbpKO1wif5V_M-LR z{IU5zc)k4M-JCA#QvUzFi#@7~^jT_%ab%uD1{@2nLlsVTk5#p<< z*uDva{Bb=*80f?J%KEeQHN)&ac+2OtX{+~#gFG<)yy?`v(R7b9?0@5YZz|P%&9>LU z{uauM;SVIAH_wi*bCu`}@eu8uFnq5V`F-;?twLhLdx*~#VtQK@v?e(1TduH+;#aHM zF~f;3&&bu1JX#%}rR{q!1Njc?F~WR(Lzve?ts_!(!td+>|3LZ(Lp;R!TYYv7J@L{H z>T$G}R^h|radT^6eAI92|G2vDc&fkuZ?BAowhB?QNl9o4$*3fSL}p5ph7!qaNYNA} zQTLLxXh=#++bEx=v^BLQjo<6u*Xx{be)qrU<01 zx-=^o{5!_W_i^*qyLMCq`jGzj8S-@pCRss#MfASZbj(=&nx7win4IT%Z1Gj49pvvm zRGDQxnimZFSIAF>y-2?ZgFd0Yu<}UKZ^E$OiT;PxXYr(2en7I<<55bp$UhL~{)aI5 z6SS{Sejlfgl>FcSZ9Z*EE@;-1f_xq4^XWuh$beI|VBeTOeb&)^-Yd|$!*?qG?0u%e zGrAG-8IOnafUn#cdIiVw7PJD!2{J@)rCMs<7YibRM%*x%Q`Yhq>|tWvY3@xLt_ z^E_xlKlyG{{_WfDF-aPt_c?I>gn4}XUh{Uq3GXzpcO3uwe`ZyIi(L5qhVQ=%YYXS( z$*}u;E&4f;hNnMq|J-66;W>QbH&}mZi}jN*=qK`{#lL>g^BwvSZ_%F+hIobJ{pg!2 zSy_2k!JGE`2!p>u|HjIhJ^!#Dl~CU8J$zpX=l^4lp@D>J3eZpZi~WNH&C%d*al9Xd zPttg;;W7)f-X4bh0LO3LxF#xQ!6%SE%9CLhA6xG@_IRUvOs~qwCe>i`J=aBr{ zP9z`Dt$xh&!M2yxod#abhI|<5|CN%PHTH@!tRFCb5r+F~D39MG6duqRY zHp`aBSHgTf{rk!tVZzvl@I836zu$KzD=i*YFExqvhZyctqQCx=t+Ak}=YH^SD33pt zqdd>2S;2Y_`AwL&Ck*^U{r+ohF;P)+FZfSGF+T}IJkk0WLp%_F?`=Poga5$!vifZQ zlrY#2@`shPc*x4xeU87QgTL#=8G?RbJR%JJqdZtS`~Nz_2WY+wv-=T*`Fkyd;e3ha z>+s&?Pq!h!52A0W>iA`Hm5`64y#D5`uxQqp0P>*vxB9&F`}u<3=lffqAY*d=9$#<% z{V`!~;+dh~&ynARVLw1@{{jhb--p}s|3E$?o)5$F6L5TiM0k9n(pb^=OT^wMVxfk3kJyOs&&SrA{v`XP{PE4Y}i^BMF>{QnbybY*7?v&=0l-U+0i&VBx+ ziwflPSf4Pvf62<(dXizuWaNiH`dhArvi}{B2hK-Ea-8a_n8%P0iuFw(BiXiAse|bK zR`GpVhQU9G;~B%iFR{LGoQe4}$CKLk$LXQ|*?XS?na<->>Me9(y+ri*+P!xD{Riex z^gIdnshX_|{!%PoflSlt8GS-pz<%3d_YI{+b6ZX)(fvJfekthSlDmFiw-F#ualXYcJAY@Gt#28I z{U;p1!-{^Vnn&2Fjg;Ii@+Shqz@JI&@H6z+yqwl&46}TiVYc2Cbf|60>*w(X;wSP; zSy$${L0L6?pAG3{nBLzMD2J)93HyE={3F%R>ThIw@;qA~36xu0hd%Ed!TVEr>}q~% z(;mpj`-|x%4E8Nv9|;Hpf5hu^hJn90e=2AGR-hW%@6Fj#WwyTx*tb{HSyk|VNRR3_ z;j$5qeYpO1G+5bq*7gJByQnXnBu-y2_&td2*9tmqS=RDjd@$Q@6m-sU9b?n2803Nd zbuM}MYPjBLus`v7RX`Zxq1azB4Dv+zcdpoW-(x0!k4V5U#X~{o?>*=2wR*z#D+FES z|8sGO^#^^#_FYCF9`^pL5~sh5m*uIdpOWBzw8i{mxDN9@0bz({I6qcC3FDifOVYFe zeN_qep1YvS+mhJ@1NO1}L!fRcA2sasa~KcpRek)a-(O5c-**tlM}hj0-<@|y9)fs^ z{detkq)VOGe-NLre%IcAEiqlXf*$984OLt(%Gbr~8-`^)i62xh>p}AGsV&%4bKVj3RlHsj z5Qg}H;}M4OP(OQ4FObz&Xy)_~hIohk?imrX-FW^2@K4B(p6i+xe@#wI-3(KL|7uzb>`)$pZSZ zzdmEm>mOLG0rcSbgyDP{=_L&Rwl{Qe0{q?ii+iPN-4(JErOJ}O1&_~K9+^p*uU)~v;QX{=uiyS1J{kCd<7=HM$_pK^ z1?WNk5{CQ?{U>422h^s{9 zdqw#^`d{7eT02*4P2=Maa5aDI9?=5!kNhAE{K5VQJke~~G-xf)CkBqWuw;F9BltTf zu|FjY`X;{LCm;;_d)S^ZJI`n3&>zm1wP*Yu_-g#Oh6k34`b7W052205f@NB^YX{r8Y43(@{L^2;E+ zM^5UnNwA*6`52Cf`|@gB9p{(f_-$IFTrzmRVmLwXt=o*TJRTY@4_#xlZ$8g=jTWrx z7i-c6rx9NJ`gc!LC-`2;ATd9U5QBah{fl8g2>lA37oL6t`hfB?AsoTV z^X#04#EITR#_>%M!+mLLe{Ngj<)_zH%K$2@*ASp zG|%JS0{g{$ePCK~)?t#q6^y4V<_BSr2imjgIg`?t-96cTAA#B88O6ox%%L3VCk*>{ zC||QB)jJ-Ioz3$%v&qEG`o81k%K6Z5qyPqa7dzs#57SRXx zW6=K1kNr1ezHlUumxLky;P`~W|FpxfzD4;A&fUJEqN2ZoIh8X!h~YYe*MEC@LcXsl zp8wz%*`>b2Y}tJPfklV)E7q?P?ca*;PcaPs5cP%1Azwgx3B!5@^9_ruI@5Z!S#kP? zgx0&B*NNfrd&q1l+luY?B&CTzLt?5Qz6?y{{$)t~(5iEjKSBIM{tg|Pdi_X@0px>( zH}Bo~Otu@0kN#ySVlMxouO7$lxb~gfhviZwt0+S?uCIh4K4O2CMp$>M(v#PMpcjE31P^W(Ek%w=t2Ei&Cj-4 z_U#_T9k%o)U)rU>x73@4?Z3 zqeb7V!1^{$0}>rpCbRumflWk$U#;L5VDzL3^m3+6nS=v|HOx!?`j|KDN#!+sIwC#=88WZw+ael4pH{t)ef%HckDJIvSLw#{;0 zuWyU)H{t%sh+pQ%72MQ7-%y?-rM13y9kd+$8Tu2#@P8WAAHooiP<|taC#3o<73l-j zpK(flr}YQ$uQ>k5?T0otzBPn$jNgR$`fy}+VeeDXVQ}A0e7++Xc|Jfh^4%wpFUA|f ze7#Hg^yR! ze#!NNVR}DFFk0rk(Fz^TE#mbpI*uAZFbm?p)*NgPS?)#;rhq@UsA7}A=#&#Q} ze|UGR!W*)mu?}P12e@8__Y0AqV{2@uTvay#e%N7s#NZDx9#A>x7s`V$yFVbXm*||} z{Y{$l!(O_#-~43*!CsL6_SUJB8Vp4157a;VS(ZIiYn}er{_rNlc~f^mK7saYf5Emj zwN~`~3)C0;=G5?*E-?_V+F{tA!TJutCV#8zeL=n$KL~UAJ1qL)(P3s5_&b~*Vc@rk zc)o=B`kFBK7qlN%pWcTRFiiLN1P*Jj)@Wr92Y#b}a>!MV9bHlp4#|Dq6FpFlspW^t%;OWc|(S0K1 z&$#sI!K01j4|7oDZu{_lpD!zbAgM`Yc{LC2V~@P_bEmZa;cLr8_pyk+qEmyu z`>uoaSvw5*2F}-s%ISS3fz!3sq0crHLwEmg8nEL*qa{Fdrri z`iJsx);z8zYjq3a8^&8_;|*=6b_KxxKk6T0$amXg`v1Rx%DMeH4=?>2x~C)fBh)|V zlh=!+k6!|NME(($Vey=m*Ae~Bx7&UNUd@F0puRf){AKrY=wsLqL+oPvtax2%D2#{p z>{4>L#x%VZ;s?_2@^w|0lVO(Z|84@;fi2HQ%-PKQBMkfNNT2Hvx6_*bArL>1KG&L) zI+LcI2KrH-2*Y?-?v~xhM&`^ZX?DIb;qR4?i{45@|5!fp&}r?PwW)Bw3;Um>=N>c6 zls3G@BbNrP|gjQIHn?k}PIChh2Kwd0c$jF0nUn7)T8n3U5ZpXqsn=f~~^H~mU( zh0E=gyeYO1!V>!=#rKT_3};KCycw>Mc=vC8ST8iS!&@aH+u_IfJ~!(R_FpXiEtj}U z=R2(bb)+wZK_5{*gxUEP>ksyyasE^;mrL??|D<2COSlpCe~Es?JYS)5?w==jjefp= zLMp@$>~Hdn2C1PhyMsN6&+i0;*?R#D!~emkes2DeA(Onoeo@~izch>;Hmw-skM=`Y z?mW>$7}m=ue}*+keje8E`v?Xs<@uDyMx_C6uMU8JLI2=!C~?k}SYMuBc-;8>K~>M1 z=ND5ZUo%;l=>+=+T4H`r**jHJuFQp>uQBXH<4vhg$h}y!8s>}Z0Z+sGHl?Le;2)9y zp56;5MjE9;ev0&Z9=+ar@qp-k?{*mKBR{68HwXKq#y~mR-?UZxTD;e}!u>eHY3mv) zuM|nq_l5-1E-iU#Q)l7|ovaD1=c7k=NEA_4Z$9y5Bp*7R_{>-iA) zBfcLZAPo5%%AYXMPwlb(|N27={u1ZobyP=t@?$;FZ;TgS_ZKHscJHmMN%;z4@GsOq zmh=57DpxBeet13kk}-ao5Y{8eA8&oNh0;NKd_3>U_&>Yi)q#GTzjwpp*}V;CfIU-v z#PTfv^x3>cZMC*N@Ehr6_!-G_x^bZ6Qun)HAINXQkPoALr=PKYo%+Oq^LP50oxP71 zzku~EjyL_1Q;3~;S6H85zRWPa7a^Gbb;7y{Z(9_!S^vMT{}kA^0>6=dU#0$kHmq3% z`2*pB_Zwc#cmen4kY3+o-G6GFs)1||$Md~jx+L5r1MVB4{SfB!W0=_|tIzo5d;fBQ z(y7TXAM9_2>h7r*`&)y*#Qc;n@E6CQu}r1ALhE9{I3B}uSbHpI_vZwD1ERt&w8+7J z0Lq&%=r`e@xS9!%MDOijJoY=>r^gaWXKXA=1aevI$oBn_;R22*Y{``wwuP_dX^~bRQe@*?^pr z2M3Qe2m47E_fHt)gZ`8-Xa}Ab5eEN_@(bAiGx1{N5%5v6Z%i!gum zZ-HiKwJ*Ne#_rPz0!OAEjq+Im_Kx})_>W}a-(*K}~Z=UsB zd{41!dkp*UXdgihJKjp)uLOU9`or)u;wNF)zd-)7a<;w;mN}FXXKV)fBK8-YTGnyH zkgjmvNBH3W4JM!a!+enc!H9YO#W20^Bp}SbPs=d)59+UM^4PZi`mle9`WPbHOLqEU z1>i68FXZcU{d4uXe7`ePD&6&!)Bo06p;Ldnkm)Mq=lP+>#x1LE@dsuj|3dG~m9sPH z&gl!i7i0dYYd+-jIDTmJq$O4Ro)c!+l58=P-%d+FgbXTtC8$Z|_i_RSx+t=HFqy>z29x*$(*{whxPa^=#(B zjzAB!U%l;W>dIO^epu;$N*f~*fZxVq{U^-x6~aJ0(ie7ea@`$|C6NDN{2~ne!+1{^ z`~})KtG|!dyM)2sP=6TS%IL@bL4GJND(CqW>yPcXhP?`}414(%_<{VLy=u)MV@Wg6 zf24QLP^<70k4zz+VR?AxK3~5FR)9P(UJwR*!1E4P{+8%v<&k91tUQ8@#qHj0<$UTJhB+?U}D8KN7+EboS&z0TS5`Clq_>cUYdvvw*(7NfczlrN1~ zG`C3fJ#Or8!NU{j+bTuhTg34es^93MxA+Iw=Y~wB4EBpSvS8iV zvF8?mzr+3`pKF&bt^E)9g?MqYfj~oU8Mm(`Ax872b}8ihGfN7Zwz)pBhVhVo!rVRx zL;isDENQv)WNX?@hb?imz6er8n=8r z`(Bb@*@yM>7XFck`~E23WxvKYP4m%!{!o7jga5+*qg1AKovN(_>n-$OgxU8)1cc#! zDUKJVf4E+8{Vzpd*51NACwQ_o@ZVkRPoofnK8o*G3kZWekRDc^OYu7@ve!DzT^0QN zj4-z^!VrIn-p}u2{p1#b{vkcfbw53@Nf5o)LHO>UiJkA414e(l95Fu+T>iVm6#Z55 zy#9)`7kNF@l9lK^N&&<4e-T0S&>5pYgeQW$aeYD<_=EXJw3X4Evbm!7*>U`6-=9Cj zJ!ZpxE#aAa;;iO~?gzBPkk8m^vJ9Eu&FytR7-<5y;B;FmZ=i|l9ma{9U9su@&_Cpx*ckC~wNUhj7?mFlv z&W|v+m)HfHw`>Rvhwo8i{n)%VL-jiofj;CfVdxLXkG*A^r893C*bCxSVH0~E*f*cc zpD?t?{#MP=xltJ=I&Vk)i&I+@ZW>tw@f!IRmp=PUl#3gbqyEHg>#_20o*VdMvjg>v{vc(V#uGd|J4I!m!3-f3+q9oclD^j$(`p8=Jy>41N}JO>an{^W*;dB|AqN4 zVW1z^o2)#N^@sH#{vbV6&d--tFS|1B=DBhF{C)MFhQn9Re&F`KI$tg+aDpZ1i@n%> z7^eT{2pD#!e1YMsL~r~6rC<9#t%m+^{P^m;E>cfg!Co;RjlZ`p>dvu;ygZ?!e8JNP z!?}GC2K_*OC3Mk>|L{@+=8ybhn9VogxWdr3zoPe8kY9xPeNw`}U+gcj++9CWb`jj) zBYb&7uA*-syuX0$6RUTb)%jfE=edM={7QT{caeFXD8I+~B>pLEY)ab(_K*IRF!%RK zPF0m&OPaX8CN0-pTCqC~@*NyMDQn8ek7ql9{-M4n>;FyY>bM*B7cn0p4E_-HjbXOF zPc}WF;&svo=t26EouBI-in=9LOE^V(mX4}q8|W*Jmttn(u4XoZeg9IBvQ%xwkPOlN zGAhsgohLMU1@?#XOF7;YHoKcCmrqK?h;I9?YlE}F`KH_}dUG;u0=z$f@?kiT?2TdO zZ`YhSUO3HH^t}ySpRKtcxl*{|6vz+9TRZ2zNKO8^R(9PXwi#+5zIDTrHaf?R2==~1NhX{i{p!^9#yg>h#ntoU>)OR|U$A%uc zkDsa-LVY}M+hC$sFn>%1x5o_;85vCx0kB_<>j%Q@zP(^W{O z!8@d`yMaF9{L?x&xb+y(2=M^V|I)_k?^KBF4E>`&B@FyS{Y=Y#eZeBaRQ0{&ezE^x z_$$7bC`dbTQ+Pmn4A*DE5WkRr8y8OV@O;0F$BT_GiZ_)x=W&0#saLX*)w&eOH*kKN z^csC$|9&n1ko03ypsR+xeRr^5>~B+0MdA=I(f7!3euP2a(B3vhT#W8h_=NkLP3L>% zW>`Gt`vZje{#g3%=)}Tc6SzN&{7&E7+9N-(8sv-pWoUeGp1N`q*`^_7v<`J|0BivKp6O~^)H70aJ@z4kguWtV>p-O$NFRE@eDKj+giJKeAP%T@E=6a z?dw~Uia&z>XybTqF6SH=5fA5M$p3BH{VZdLAAtEgipv>h{9@RP=1&;x7x_;Z>>ua5 zO|Q;o@2x+e&r}|yAMTnW`o2Lp_Kz6s8})G;Vs4*=;eHI#w_UYie)9)4xZi~Jx94SD z_>uV^tPipO?N=LL)rUqxwqh#opRk-J@s}{zE9MV`VLu)D%kU)1cNk{-ldSz?(w`mr zXM3M8?F#-D>Dw{A;rtbqArRkj{yUZoNLTow2>O8eUFJC3hp#qQ^Z5~m`62y;;s4s$ ze&?V^yLz423i^Tl?;N}F<;N?c@10Y5@wU{J`TxtucD@TLoKdq7;uG3?mj1iqH^1F@ z`>gUURjs>>V0_fytS?uGkA5?o+k4jUWu4Xp42N>0C)-Z?@QBvk@cmTOpX}uuLgs9J z0p;j#c1da_^vQ8l+(z{58eFWWYu*vg*YP}zFzCCVSRM>F<9oyc!Z5yOyYhp?FDeK9 z!uju-S1-Nj-6*J!^zB+Yw`0!CHQ=A99I;#tE039`wQg!Z9-nq=D-7uOtQVYTVf)=< z7rA`W>H_&H@{=%+@4M&4SNh-Z2Yop%rjM}1M3O&Y*-OOl-FM2hicX8-4f=zezOvH8 zOhoUi;dnWv7E|{2dkFam#)mz7WAwA-Dk1;Ec$eFK$K3(9JixzT{k=K^ z@5wj0KtpLJpS=qTz2~YduXa}Gl>D@QFSHH|-Vc^e^-}}~U3ev_N zfcN#Vf5MPIVg9o(r(o77$6efi?>m%JarjLfKW`(<6!*^`0P>}Lsm%I<~2jy2#^*e2tQvmdb z_sZ2Z+jRI%LxO0C||)M zw|x6bYXSeTe$n7Zy|0)m$}s&Y%G_&6_FDkzjn~{1AFtu+h zx~13hk$o>&aIp91b2$d@K|j!65{C6O`m2K$RiXbq83Oi&^bqFrJvb@5^0iM#kU#Ek z5C-`pzl)8&$ad3Oq`>wAiuc?apT6@V&p!`!d#gKIMFHX$_D>kjS8;s8d_6>%=L?6l zlN<~^o&rB{{)b9WoNRI&%I}*TdR!7PxLNdm1@(^@@@dp(Dpzf!_J^(3{kea=4CIgb zC1Hr4SpV?ax4J0}H$WccwYFL@c;4nC!$8y5pKQTTWSyHnlA>I=7 zf$#~#YdWJu=kN2x_HzU=tPeE*#c;lX`_oho>oYtbAq@E$%8#}0LH>c2v-41f>HA*- zhFQKq803xma&+)z{U_7Aa{dv9^#IC;FhAco>SQ|9!0IH#Q{*3ExQ|KoUG?OaoKXPz zp**!vfP61(U(Z{UNI%Pf_&!b=1ew#E7h`C*(msxL;EGC*`BLhau#fs2|5WhTpEz z8^Zm`@#03Afa}hD|CunvN9^y!_Vbf#wUhXH+=6O!bQQv0%PkBcrXnat1sP7mJReA9mf z&sR>bNT^=uei{4)`peU)Dlxvj0-+rJ_2~+WN3Rx(&d*TZryu^5tX(*V-@iNE@aKM( zOFisQp?u0Mv+o?Xu;T0E@=#X1LuwwZf_CAP!FvNS5=h^K8uU{X!jqA(V+N{Cv{=~t08{40|^uv4XdC~p)fnxp; zhI|?2MHuoCv=>&+?pvIDG@#W?Z6Wtxm0i~Emdn@*{iFU>23Vxc_V)ySpgj?W^%U}l zVYc7OFx&sG3=7OZ*YmdA9iq1~Wk`HL=N}O7kbc5E9uem9Ij?WJeoLGl(1ZLqZyu}c zJz+Y~i}anJ@%6~%56i&*Fux%T`it^CpE7!Fl+tIYkMZmL^Y{VzE-uQ2?Xijh(R0DO zW0OZkIk%4sg0$DpVcA@tFC3bka@1M$eRCZD!qK0-ldt8%`6=Nto8Wkf&paQvxbx7? zn4RlkeAIu!u-}jKXPDieAq@E#@|R(@pL}t*v*og1#(ceb@yfhd*O$&b{$7%v(mxoH~3~SxM^Nq_ht{RtSdct`k@~_Ig zuXn;YeZK!#Vz4K)hij6PZZEm9LoO1(mmpx+nf%Rli73ruSB5KQ(fHTL z)Gzi^mV@~rJ=Y%=%C$B3g7}E~dHq|@9oq|c@qFfn{XqWRTxmA-ey?3%U)cZ6W5*txE%^xk59{A7tBYAYIu`N?DkseDqu%l@6ugZT zt?!Wkgn7Py>rPF;i@Fe0-wME>^@LBI5e?n_RfJJzIXj~Vdt4#)%f zS5ut4!T7H^w||Cbvhpv-JUiL1hW~5e{A&oa{GzsVuTL67WTAiTuXc`k7e%*ykk8@y zW9=TN@}ABuTz<9n!qM3VQ4rsdzS_^J0~?;?@bzGw`e4iAPonqu@IEDBwPNxgten12 zE~pziDEX3}8nnm$>XtW6Z61CP&eu@?2*dviQU3_@`w$E>c@mao`S9)e*#nm<7pZQe z`QHiulyoz=H;+g4no*ZWNvFYiHSQ1BTNegtO#99CtG-gP&l6wK|NAf={pa$mZAj{A zh`(qr|FxQLjM*Rw{h>d-+kK1sFQe`3d%=Rcy}Tq>!+TToeyQNDiOG-auXXwP>D_7F zJ1-5r3i%24cXwvvVH?YM@Q2Rg_(YiN-`xdQ&U(C#f%P@&D`CigsQuDmZ@;9D2mK-( z^{!RPzboX==GY%%ne`O^?h=k8d%2q~yG0l`6YL-5ad)?H_t)~fa-CRzr~HODZ5s*a zQz(!7ZdN8|>os|O!VphU-xy~3=KWbaZs?C#4*DG>riU=Z3-@-|1>bKIP&se|^^vt_ z_C;9MkBx`@^L&!kpG5TEUw`1(D=%4)mky3s?l?`#Ap|ha_kLAa!^F;}&>s2sK(}UB zy4pmZ&pt4(Z>uI#72U{agp3}4h{n5nwh#~&sdXdV(f1&;m z271tcJ!swJGWvHV@Jk!pBL;pTy${E1yR+7HI^WMH4EY@LpD_3boX!)sNatZ$86VJ5exCNznH$q_0xZ7Z`}g-Uy#3zy>sUk zzJCk)kMum*v369hwGNzjYKiL;R%ZW)CM=&v@tZK*uS0o0IcmQ0+r+_;AESLgIbGKG zRo`ZwKRul=c;Jdhzxev;>3@SZ${U%te_sk^UD&)AiIZ?+5)vdB6Pryo>kvI;kMa|6f^_XB_U31Njx!e`Wu7|EneQ zpg*ktYSK{c0b=@!4|f|$MAc10%{Nb8|{hpA4&V`to$I+*W}P`%6I!2FdvLB472}ZH#wDN z{@t1cI?xz-bK)q5M4Kb$Ec{S6Fh|YfajxxA^*d8_9ozi&4Cgf@E=uT{t<@x3~Prc)BYiqgFLA}YM)O0 zeKY&6zM)nb&j$#@eiG9AX4AG{sr(oo-`=_y54fl<0rq4k9*;1@bM)s7uOt0rxQ6WS z?VJf~hFFGyep3Bqld`=2j8oVtm5u!&27iS9^6jZv_05}OKt6=a3(nO#7bvjzm);V7 zMg70iSe(CbtmymiXn*fg45BB_F6ZYV?>1VEcW?N?$Bge}VeL%Gv!ShS~j!cXd^!!>y-6eWaIRwm(Oh-&g*yUib143q#pH#IFyz zzcLobY5;%HA2)X?_fC5w`u-T&BVpL@LHi>N`5yW=R-fJPYxa|pUG<_T=pWMGoF9Iz z+mWB}e?F9N^Q}c0Q(q-R{)6;>{4c%7+{rUR|IlB3d^c{ry7_7DuRaa*y!oSVU+_1` zFTy+?eL9w|^*AOS^bz_0>EUVrujx}eM3DV5Oy9>6eD=ShxP5aLkB^@NX4iK8wF>r& zk>1Y{%~7x2i{XAD&i`|QMVZ4r4}QP;^A(Gs8@}8J`=t7BqO`-Woq~J`{o|LqXHEKj z-1z>}mxcwMhV&ENH^TXUGfe$r8T(0*{hy3s1M2Uaot(z+&3$CzSp9pSUp}Z7?RR7T z_+9mBvURVE5bu!x-)nE1lyubN@#KecQ|0x8vS1%b{}0!sjegk+!CxVN8D{HuhS_@e zhv3>_>g1YM8MW@H#}SpQP}|2j(!&HD-dx*g{C+y0z6ukSG8AoPdh{iz$<=2e@_{X1dc zFWN6*e&6Bmu*X-24D#Xe>hJCJ_v5odz~6}VPbeY(VEn2c!gOT1skFv}+xhVuroeKHL8EuN21Vq9$SjUF51{83&)iSP#-Bl?Nnn-bd> z!;qg7-dXymTKt|j(RZ)E>{W#tww@D8+>43o{qTTPrc{zho(uzjSO1H_zGD8xuwSJ4 zF9v>!<-yu3kUtknE*MyJ@OUEhhvPF$=P9fl{Ha*~gpvhYJ`CDn%>0#5O26z+`H4pM zJtc_YW9``!8bq7D`LV z3y-Hvg7p~kS6X?b!K|9K?0%$By1{>Dih>;5e-}!B^w#L`sSxIi+aisP@Yco$ecR#c6EUamzPY%qXMC_yi61EPc{YqJQXAa{X_W^=K3UC z)zKv|u`|#k_7_5iU08c8hxHM)r}}jNhSg{1R}9O&Ao^r)omjViZvyN;nTq8rTi-TE z=Jy}S_mDqwYpcDRuT7M@OY@gI{P5}*-}?|h28io3oQwIBkTCccq?eU5{U8kcg(xq1 z!(pZN4MCv4s88}k8vF+L6YaN}i2ElD{!V;8CL|2!*JA&`Fzk1t{8-3yYlE&U&)ba$_Kf_Yav3_07All%($9YW zp6zD~743fp?fxr-^)0qnT%&)=WTYebd(muAf`#YkbWipGEm}Q!xG1 zQ1PF94_x01yY*N2yX;#f@C(~_3zPW#UQ+ZPD)OUS{8IlvrL$%B(0mBPd-+r@xTG^< z#W(OjINxp;>XYvKt_69C_YZ{K>WV%D{`3d=qyO#hd(P0}eLq-#p+D&!e)o@&$xQH1 zsIT3NCT-1M@f-Xr&cBCKz$rL(nwYWx!j|U-VZD)BQ4G&pyT;FOt85f5iR?!}<>CXXSL> z#p=U+kiR_#pZ6JZa5Q}X4fVZe)?H<|ysct(VKSur3 z*cf@ULst*bN1VULu~5IXIB(DooS(+|3D-_~1VMY`S0BY+KAIX~aOB1L zM;PoM{db=UEv~1cUqCsI$M8DVzOB(NZ}oL{-$vMnF#Vs5VL94w5cZv{JpHkaDda0i zPu~c=MRiZpf&NEgeP{SB=_g@s9}KhnqwigT+@VC#`|>!Sev*k{Qzz!~{Hx#SV~HDs z%(;Ih%P=6us5V% zGd%wD(bfa-J~!HfmR3itEgft?U&QwjgoHt#k$;3iU$MQG?(&8SvD3jmaD43m|BQl7 z1@Ju|tWTKRk9KLn+I6EgLi|U1`gfWBUMW-b|7aY)|BR4^JBK6TJRRHX471KSWg-Rq z6rZ07b#^W&-||2c{1fWGuKvBRW3pGW{Xn6vz2M-_^{6W0mC?pL27WqqPl@DP20b+R?dFNlaaicT4A1^do zn&-N7-wf~vR6k}>w}%r)zmqQ|JFyO)pJ42ZwTf5MP&sA2zD4*n78F&?tg z(dpw3kY76t_f;?+7$?taj)?vW{G;-5T2vq^Hfsw9x%$=taF*#qhLE8@5~nHy^fJm=JC*Mt{IjmVG+0F0W+v-9=Ur}Goe$?EkNO%PI%~2oB z)73ugOvwO$g7ldS&V|_|)j|Bi`I;A+HTgX^2LFfSo8QbHI3!qP-#B0Muc!U%>JwfzuX&jHR)Jx(Y!?ZssWc3+6 zto#wtH^ewQ;AGfwxZjNY9&&bopP*X6^V=bJmsTl1H-i5UBRxas4OQK@UzYD@42?Id zt_$}CexiL1z1K_8X-@|HpBVLJ=ug#0rI$9b^DCjH^AkxE;cgy3EXzJ0&Acx9{|NGb zSkD-ZsJQ-oeKgEm&t-;b9qf*`zOr(*>ImD--OAc_x@487`9?K zQr5EJ+enx{%42x6dzZ#+(ff2%zwwEW?fIFo{zm5 zwB9@CbN}LMnTw>K)_aq+UnR*v{Kom%OtHSWAl{7Yk4^BL&x0N8A0RBVo%(0x*I50Rfgddm|AKvDdt2*}50$=aK|ZJ-wo|2@{Ga8( z|2qhWIz9F|sn7kB?d;kS>*IHEdD^ZDyC$_Jn#X^_+&{2#`oE~qcHftPt#dj+IqDl> z@K?w$hUxwktN*|Lu|4;Hw!+RaBLfxxKj!;0BL+5Cm>Uj*{U+3>5#w|+C6feDpRh~R z=#q@VusHmm3a{n!_nZon8k*=dZ8O~^g{7hHu zF9-v_aQ}^!)B8w5R!;8?G0gVgg(DMAR?hOX0e^}9i!kK7D6f%co~TBDh=lVnj31-q zz9m}>cjNj#YJ$Gxi;bfDH)yY;=7vmOwdW$|�^3wj(^%`2NYLYFqo<%c}664(iuv z3+G3tpXkDRAKQ-}a?+-=kum2#!%Uup`Fe45-0`RKj$c53kzT^!f05s#Z-?p0MFjwV z1!8^?27ShSn_+s-O2{yMUr{(_S*o1LAV(E?&q-)EjSeOcw*dMGJN>utXV=s0 z{8ea=801go%Vw`zwo3^7M*Xoz4Eorv9QcX+wqI6#-gUF+eG0@5PcFw_T(}tWXRPn2 zRd)GgpJH5 z&yElGwXLi?&+bnO$Azry{pJSbvm~!^3%7jDy|Ebf2auj|2j{%Hb7v-BpO1TbB+WB< z0qlQK`R_kD@w3Z-J{-@z|dVOXDH|AgWHO4xp~rROGtZo_!~ z;h_@fKK1Z?m=Dh16ZCP7f<*`*9w>V!pTsx^{hji6SmzHd3sf7)9}@=pkRH#D?n>_~6~W)2dd<=Wh;T{UXf$7h%3$^X_|idRourpxjhR$@7uHS;l3*JlZ|)q|KV4}KOeWBZnra4Azq?>5$5?jVbFKvx6cCUko?KTKP$JYoXy3+eGS zaZF73JA&U&APnb8Sl@T}#HrupI&yvVwX-wu^|}WBl-d(!`IhfmovvpyZovA0%7vR& z7p`0m`7qk2--2Q9|2#`cIha zzu!^YEe9o|`1u!Mm@m%HUv7Kvdy1m>Y%sq1uPfRdovaM;2=$dPmxuow`B?whWNyEN zVSfzm)&JYvDLU8V;l3BPpLxE1kVmwmR1nD{pxckD359lGe>i@C%VS3aS4(zZOc=1Y z+dlv4k2*Z2^1xNg{Jn2)27iR|4D!<-l{C|s>n~xj7u+ulO7e4Be|8V(dx%&c2!s5b z+TpkO|8^mjgFJBk#M*x)e;Jf@??Rj0Os+3M*>4)dlST3)dJw~SIRBukdpZ4=Cjd`70Mr1OJNsg?zR>E0t#s z{tWdwRJCu7mCOmqw{X6M;XQK9Z$fAO?R3;*8{Ch?{V>8HKa4-DobBJSauy##@BZEUUj}|)`7F7me}@b`!1Z_5jFwK?jaD*y zX@0ZPj3inEMBjr)eVx^Iske{Ke(rHYX-$(w0<@6udbIA&Ro)-4s-U|bNo#ykKEf-O+BGVS^5yzk1p?HB^=5{!3 zNB+$Txg&c+&jkD-md`n0P@4{+`Wn$Urz|vTe#9@HkA^$U_S7^P4D(0(4&T4*ZJC@Y zpD$s^S8#se1$IfFzNfSM;=;MpqSR-MI12s@^=Gcn0IiU!?tH&#Zn2rhJwXKb7jq98 z$e3>*A>~f_`P}bG+kNjO%6QZK=V?5DJX>ow=r_uTFz73eKX1D9DWfrqfq!Tpgn@p{ zj|hW)Q2UBVm-E}^fqu8cU>~Tz^RQgiiu7Z?U2?ho{Esjn>Bf!7o z{u^P4f7BnA!+HemY2oH44r}EW0DmywA`JDB|Ac{G*q)WM`%tVsTYs?n?0kgPXZw$= z{3y+5;ma@!^=TXU{>dVvE{BGnSLOa?(Tt!YK6Pav59H6H)7u=P_J08VM*1U#77}II zDWH#NzmaVb$q9O*{SuVV;$9!}W_qeiO4E3Y9TK19*zX5_j`~fQ=L?I&I*g3F&;<5^ z_OoO~^Ln@X8+`mF7pLsfx-PO8)E|Z=sQ)Fk0^y0Ndtkkf_ClD)LsriAKM3=Dj@9S= zV}D?;M9;4}qr06yD1w><{!&`*kJ*A8ZnRUj_Zi%FTt=mJ)w}9@Ouc845Y;Mva5>I4ozF z{*NS#Su?(R$}K&}cW`}A817S{d2>HP0x`mwS&-3|J1HLp3KJ*Ok z>!SQt6|3t^D;B+{jr0(P{WH`j!f?MI=eO$ki}HrjpWL3}Or5qQOmqhN&_Bl6Z+Z~7 zL>-hH>5n_Py>G2gJ;XnxC$4<>lXD|ifd9e%wjFm!O@-_L&4sWe}v`e z{RCm$BcGrnRjLYJ)c@)cM@Nl0|A_0u>TUjGg6tw;KA2w;mU~0;UHwF%y7Ki_uxF%) zFyEhzm%BM!^_~FUU&is{z1!$^O^uo*U{MfqGF zgn2%kVDq_4?6edv|HRDcF?w@O0)OznL}K}lv5p;rK;KZlNjggNM_Y*guZ;1PFxV5y zD{1oiQGGnBVEu^WGtA4=Z)N(ZR4L_l23WUEuuIIz0QBW4J-mj_6rCuD_2`>jK~})!%w;lI-b05YO>G$Xdjp z52!DMLEmsbYl}}mIQ2#c&TDbL>lVekz0*De_n&aQ_3OMc&!~vr3&Zw=A%8&oWSGTU z!eH;%-}>jjuNc>ezK4MGBP<)#z8vm5;CQK8*^QP3s-SO3U+R=w6SOld;rt87+t4Za z#^89-_n5K24fCHoi|XDJ;y?Q94Zof=UrAcd?JMogcX@uWvDeGwEf3FuJTO1o zwC|l@+_tlDUWf5?Q-Q?F8EvBd1JrMZ-;(_?%<>P#!jPXMy{tZck4DIF0nI-> zzVe=Wi6!_;oPT=m;gV9L#jszB{+cl4zc^o3PVdbL33GW62K_<)ryo?dPrJ05+jsi) z4!6E86@70S?KSf4pf*c97`*OGFQ1SU*zzzqzkV z^F;5_AivTH7ZJS~DO%}M8$|a#(0^r=4m|0srvv^R{Zqz|KXEgbZvgos|2C`5Z|?Q? z0`MQp2}A#AFPn#K3cpw54duw+%~n(GGiN>ke~#E-1()^ZEvL-=aRuXPtL06i%GEr_{1 zw;G;4u_j>!)JOSjH7}Uh?b}Mgm@g0p{m~ZZ3xq+xus_0(FCx8!!9H<*TlcN(b!MC; z^fw6G*Hu)vUfKcvkLtG?$p(M$1OG++Bj)ReZ5d5NsRO4wmfN4M{y_1XY%`Jg{$nE6Y>{QnY!dA!M-{LbN6rXKhs zluu@bdxN)f68A5e@AEsoYZkqKhx6a*6n6cLn=9B4@@uF6GwT-fG&tYG`R-gl?d>G( zAKYGc=1uPsw5p8fuUVb-E6Q6ZL;q;Mgn9nUFpJk&wg;kqCvAlJVSYpy{j(Be7`X3ZGy%7&?N4!2=ntV!VqszKUn?AgtJvu{7wxrfcs_0U&0b`#E|+y_HJY`7z7u^v_Vju*=NQMk z(x%SZwyH1WXUJc|3Wd~uSDjzn+}o=_-_So127Y3HyVtA;3{6-Jc%0Z?7@jO)^DhSb zu>KbVzqS9x;BU~MPoLOGoyIvK&CyVpjV`DMpzsY(qKji10Th~mdM@R7W zYVO{WsUcU!!1};PJRica{xkR&gMR3>!x3~pmbEXS`7%u3Qx~%SSiB&tI*aJZEs)NQ zil4~$1NJWP`kq~t0Q|xE?cJJg^D|>3%m(cf|b*IvwVCO->4kur}-d#5TB8s`D?cgIPdMp z?KQvPrN8_ABEFx_Fk4^dR}6c4YlW4>M&c)7(0}AFE2sC9h52VIRa7Qq!v4fUoG)Uq zFWrAJ=(py-82ZEgRca6Rg!;kyqxV{c`{SOgk9>SlsuRg)|CS!VB^sI_o}j-FNIg)Q zKJO>D7lzsSkzio((5mv+Kp*l$;O6Pt=$r=U11N98|7(A%_nGq1U10r7^=n?8K5!<7 zulEFZx^}T_cmwNI^w)y=V`IACxd8Vys6WJf{VaI2ynn;q8aS^)eI*S1L3=6aykX-~ zwKcRm+F+T}IJVgE#uC#eLsqwx_ z9raiEp+fJ~D*@z_INpIFm8m2B-C%u->w^PV48|184+VdP^cQ&!>bAHcAKuSG{V!Ts zZv3J?SVc#nSv($L)d(rn2g1s^lCkZ|XG<<=hj&TZw!^a|{``xTg;b{O_^k>5oJbq6Otl7R1-qr8jWRSeDU7!CG~_~1P2 zEwiJ#g8txs`oXyT8OfDJz;A3%n4gaokJ#AhuKY#t*QlR_xqOR53+7tg9}M!Ra>O7X zP+((JzS;nlNWjoUpC?19P=gMUYU z9sc!ro=1cS{NEP!?MSDRFH0Idz`n8m5wn_OMY8|PAC6eh>Abl-9@?Y69dYjCTG{rJ z_fHt&8_t(7=l_u-Uk{nQdduU}(M1F22NwkZzjeg?Ak6Qt96k8Zd9M6dNqWCdcq}4Z zy}xF(L>uwz*w%#?I`pXG;~l%ae(kx=D?p!+zLLpKGJo7&bAMX0x&Ni8woG_WmC73( zk9WLq6#N6`J0*z0|DnGi%>6YhXa1>F*~I+#;a`yd;(SX@Ec}-BF@k)~R6L*3%b_if z!71P$Fkd6g|4(sTBBJAxIXB?FE7VtpnSK$5^9Yp3ak=S|QzT}?dKu5R2=o2G;~}rk zls+5=@|z(ZpD@Hv$A2;0cO3OEhW$mee=+DU+8^tWonIVZzi-HH+3nmuPAJsX8kbE4 z|AhGiVURcK*9rZ5>DDLw;eIyKf5IxiWpivt$cK<$C+t?2jM0~a^(gu`!jK;m_KI&) zFPsVd#Qf#NV%wFWx#19xsQ>8Un*}?gK>v_`C!T6L*c6KHuVMcu2mdY*6h4P?v@gQ& zy#$o+Ne^XR!}4;N51yY9hV>uLpD^sdqyIdaZK-f-qv(APD!=2kG}Ut?$QS2#5;5ot z(s%OBhbOj?0~FbQ{i)e{qZ(Cm_~`e|FU;-MlB~Am74#f-v|;^{NSeeS)c zWKRWoA-!h{WglG96a60%_2ulhru6Yj@A?1P&lv?y+xk2j#zXqgMMnpmOWFhUAg(mb zsdyrM4E!PNIXv9?N?S2V2bQl!iVD!VeXlGTvR zNc4Uy^08%9h=^2DwvvcYh(vzp{XXa3U%v1Eo{ziEJ?ox(?tR^N$&e|w{;=Q0`Q&Hx z3OJJY1?&yS&lmLQeb$I6n#^LtY(iUIg}v^cU31 zw^ybdaj!~d(zESx!H>Z4;Rzz>w)?W+3mZ3-trKQNy_80;1Ee}wsZ zar=AUh66cY!CxW22y^{n%pCg>o%3Q{etf)kROC0o_G;_~ALCk2-FO*-=Hsz&y zcSZS1^pAHtEq7Q`Hc%$*Ukv#T)Ze?#3bH$WjzK(*0q>lQjO_%cE^OW|wpOx_i?p;fnbG;Za`qR{ScL7yg3%9MXGF zn05Q_+wriTVSfy>_2OP`>mbfwE&h=-^==idAU#-jVZh)X5Ae^z^` z1NJsnY(In{{zCuB@cjS5^!{)rm4iOwdckmy|H1UW7^@HK1L`l;hxy}tSbKKF5pg^c3@pF!*QGC&KW5zBnGk z?7k_(^geSYYahzS!~P+jKz%G5cG=2$Tqhp?mo@x+YxPbJ^b`FFVc6f}{L7kG_%EKn zkFUq&I$f+L_N`EBApiNu{X4_#zG_9E z__q(v+y{F`dI*DkVf%`*pQZV_>tTG9S4FdW()I(=&iySpP|8<0R|!(}2<6FdRwi1!4ZZ4`Gle&X<+5 z{2nWhVB=x`z<<;iR(|4N4Cn9vlmkC8UV3uv=!d^EZoqh`e}o~QiTX+y=tq7M26_p< zJmeCuI0W*6s9#SNr*wbgRV?8xiR&R@*bljg?T;|z|Ii;XO#i==$=WB<_=Mp+?w|g_ zev!YdJel~#`eXTJR?g1*o_0LwwYgwCtl!k1tCxzJMloRI&(pxDF_)`;!Tt{A`OJ2& zOmC0P@ck6}JBC^Q_F3Jr&0!Vy!5%PwLm2koxF04A>k+QEtem~C_U!w{`Cgqx|EG)N zJ@4Jz{kFX*e|}cXFT&u@g4<*8S2NpVSRaS|gHtJ>QdQd`aqZ;()VJ*{$BIkJ_EfN4-$rW4%c(SU~ed&7h7hV+?aU- z;vLkdmj?5+Tt3}}_h51Tera7ZHqv-9)W>-CWtjJ?kqWVVJ%4%bZMoq{8z@Klyqa}J z>r?P3pcngpwIu($N6>g!pRoT|Cw-z0wWKIaq4L)nCC^=LOd&sj^{btiDYcG_fcp|? zU)9G03v?_#!TAvOUtLw7o-iek=bvg+Czibb)(Gb-*uG}4zn^Q78Grw%W>@;*`mk~Z z6XN$9wFw4I&S7w01^M;He#W~KYdUj&z8REi@uhnn#GBaP8}CyEi)V`NlTiKTZ+^e) z-4DJONBw+L{G#Gn#!0mT;@6uh-~H*nJ9z%BcC+rOA|e03=1jt%FKC~&k5v{w>$e~1 z$Mu^q=)*tdFkhVi+X?02^A81be!o2;I9BPf7Wj$v8D{yLw^!yTNtB;eqyPWPe0$Y# zLT5({e!lZIZ>DRMS}f=b^kxzgLiz~9`i%aq?)>P(wTtVxJ=a~j@gaDelnh&c2?PJBe=G<4 zB7Ajnk6sy(@{>qj?`Dp-h*!P@{tM;zZfWX;;;TLQdQ2GhGuZxJnv>Ga@z41A_In3m z!pA-3Jm2wte1{D_fA(^Iyq`GpT<5@BoFDJwmb9JOmIM66{@zz+IvaSr1$y!OWWu0d zXip6D`X4^%4)IwE`h@ykKgi{F=RXcSzGRrae^a0P!=&(JD&&jM-_`%#{3QF436G~g zT>E5G-?4_@=lW=(ucB*w4fd-@U&E9j!&zGs;l2XubHf#l(U-r8&IgfSpXBt_8lSue z{X&27X+VbJ#=IjiKU{wZgMMOr!d!n?eWrg52hjMR4mqp!KNVf?t zzdj>|^?>?E4Clv)zj);=zo0!5{2}^dhS~iE!u-C=mv4sqm2^jdz2JCXnz#SmJMJy; zCs{l{!myvPYLEH-6IP$aKZJoA?5{C)?}(!c4d9=UzQ**>iP5_2LH_998w+1_cTG*; z_S&>!r|HBqK?={L`iRFP4Dp70dkpc-@b;Lmx2*kBiZ2O6e1rKU!r(9PJe4r4&*%>s zrvEd|Wc69TzbV0VW?Rut$Y-KFnzG6!#`To}|Nju_K@9vdZI9)uDIZVuLEdP8tUZh8 z33Gk>YS8=SApJ*RA4uQVdEu3l|9b@aYP1i+u-`#?zTUH*eW+v{_;0k=Z!VU~_Ag@j z{l9N+c@@{U2gCY|^7uA2?m<$c8N4^_CZ?A#=r`&sVek*wKVg_3%J~zh+K2X1#hsk7Vbn)f(^Fy)u*_e%@_fKra^C8UFvmg2kE>0e>3(lLc z{~z``&dMERm70hjKSnHR@+!}B1zw=1m5A>P(d*dN_ zqJ9IX_ov}H=e19kg8pK@fH3$YjK6+b_n8y3dxu;pjsJ6~*3k8KdSDO8@1KFYZ~04l zfd9w!pD^4<#r5px$#t`SY+NhF?mxFotNwV!^sAf)wQtD}t(ElM1@xi5{jxDQT|Ul> z^XpfQ_i*Q>BcL4p5yNL_KEIlrBaEloDjKl%-?W0Stq|oyvA`i{fRKDIQSR#8@ONjtCoA)_e&1g3zq+#s1!Xa z+)ke5Cm3Ew^Zgt1`Oc(qJ-NO9-Lh=3fqNtH3*}3g^Xu>4M~9cR<%9gi^ujfk_%2#k zW-xy$keII8N4e%X#53ad0*RT0!}4wG82{n+>zD0m@!{Y<#QYXWypUXI@wXp~ml=lj zNld>$;!oO@^@Gykd;-Ul>~vkW!Tc218}=`$ztwzA*CcjcDIg5`E!GEtWb}qBs{Unw z#r~FIh=0WLWSGTk9MgVQASE@*wL(h;=oQB=0x9jubwBh+!S{4X4`Ftm$;#RNaeFOD|^Qj3%?=7w)#|6jo|-QN^QwPaL>C*(kW z5$7Xap&m6ob1Pe)1u_cvANn004D-eD2!s8L{i{HxqotDj%{Ykf#Qv0Hx{t~*_*bgm zckGSor{`2YNP39$PauOB`WyNW&c^jiATzFh&rpkgEdL~sS@SG@L~et^K3p$2PGSA; zPEa+TKLP9)`6)w~&esJpnXRv_Rr&+Hs4ueG^S@iwwt@e|`m((?4wt?l0rUL_1ASCK zrp@zfQx6tj3*-EUB{fdNh`^# zlKv_awkCf-81xhMg_WDJ{;@vzH>97HYyA(_A$}-7d2F7y=Q;3eh?t**xjhqx?~71> z3A6pDfVHRmwLnEDTl2HUUEnwR3&L#w!pb4Pi}Fx0K0M~vf*|lG=+wGr#-sWxlUr=nFSB@3puXwo zF7=`3pgr=7;ioS$TyccKv1e_X!^!+!N2%dH2d@Ax++h=fm^ZpeVhuwSCNhu?oqFFpD=xD!M@csH~zCLtxGnUm(D*<|O{p+~px`s*228b`H{n_2S zd-+#FIga14utjBS<2mq$s4s+}9O)sfaE0pY#Bb?6-BSnVhx6C@+OWLvsTu5##qqCz zVLDG2=rm9LlV5)l=7;0!{OS6+bwDkAABX*SvhX=LS0@+t2gv_Umfo&4_eAue{&X6g zmv8yFfqkDPAk6vMDZbbK?K^jZzr+4?mtCw#j9mkvsS z^~+LhZ-l{q#rG`)gn4|Tr*Zt_JF9T8cWkd`G|RQIVl=ET$S;OJkiIcY`*nfdZPkRe z$2-A(p4uaZ^J(ONmqS4*>)lPjA7lK|MffAaaQ_sp?}XX@U!Xr!W1zkLLB77~`xaVH zp0FM6$6C_lnV3>!$f_BM9OhWVpD8fbOZ=`?f#XTJ z!Vo`Eef#Tq3!+}|`5W~9yQt3b7p#}aUxU7NwmI^pu-;)j#&84KJ7LfVaeOae<#d0N zVeluYudF`ZM-dpjA02pcgNuw38}GC0{=ZL5W!5nI2($Im;CIJm2fn8Py+j{kh|dsr z9ocb%T0uI*PvY|;LD#c--)8+7!oEim80s$wocrSrtS93Apuk9CUE30cTX3I~uxf+v z0r-A`-g6Qd8GOok9&Z8mgZgCjNKTxVIHdcnti< z^{HEi{lx_z0>B#4E9q3Q4Z;(%U^4+%qjhV6|5 zdxovt=?nIX^cyEFT>5K?vdmWM&p0*DM|oU5&`<3V1HZ-jC;^p&J)nFEbA2|hkezn3 zq80u>8|gEVUGQRCtmym$$0H2qFUViQV4tY}gjv2=z%czk2E*+8H-X9I4$q56?&bc> zBz)(a?4)VnkEuVzP)_tvIop4jylpU!AGDpvcZ3y~zcOupSo}76GT6^4u|FUT_GQu@ z^Z1(8r|)A0W{S5B?D~oR&lc^^?6-}|uz*Ius4wOnCd}L-xD5J>^qO~=^{)FkC8d2N zFZ0iRqsk{f1^SWSJ*3tP?ypz{`2q9?JqFx#{bRck;!pHXgyDWIt|zRV-scbyhWX<9 z&g#?m;({K32YC)Yu^jgENN-PrGs&m2%^;tN@*)iUKzazndJKsOKTtm{!es<;{Zzr;u|L9G-z|=uni>+F4f_G)m!-Py zEW2lmp*~^9L8}5|Vt_uJpCw|T59zUVKKJsc@k_qnvYh&>zU+BF*e~IFWEoKNXWM{8 z_`fr>Ps^J*8usPJ(7%OP-h?3^fb_&ir&i5TJ!aek6vh)<9n ztB!^tYXe;1{T%Gis%dz|am7dQy&uv;80-V%RaQQc+S_b;7WsLw8u&ZxkFauY@^3aj zFIF{tx&!Mk`fI|lUqt!ZP6?>VUo-^H8_|CdhWnJbp4*13xZQU~GUu0FdY0{(?EP?m z4Ef72$lz_irci7y z-`*aJ8bfop13z(mr?sQJhdn$D`vJ61!rZ?&rSGhN)>U*L7vTvF64J`{(UA*-<2@xEcXX}uG(kR8jJ2rV1KSMibC^_HJtvw6PGqT$Quan zSKxg5u2Fo^>-I62Kk}pRDVwOLK(;d%lkWD+ZS2U0_!>9>E*L+ z68zx4AL?iSwfFXfnJGcO8rReQ$9kv@)tCwMH4)njVerQoPcUpn{*N%9Pyc%%iCt?Rmh8(;IaU zq(Qy{{WHV#{kwoL>{n2K2*Z99ad}j5ZHOvw2mtp^e zdHg?U)7X#C`$YmhXkUauUN}F(eE&Uo`ru(&j}_oN0`+0=tAi4;M>8QmNVs{G#01~h z5FaDIhb-KFx`T&0@B`;FWR>H-MW5{Wer!l;YtQRH|0vLTykJOneEzA)J-EFvoJjgP zRHoueOw9y{XK+5ls$Z`(%hTrh%wg}W7yjzy#`inJ6^^(SZ`}#;9qPw$mrjLy@=RcT z!1Zr<$nihBA7+97MS6!HTc;`6_EO$h(MQZbhD~H{wZ{_PGK1S=$fpGVgP%&6x5scF z9_^p{1AZdE7@ke`K^W*qdvTMF=+ZU&5BLKoaepH;1nMP=izLcue?eF(f%+TK-1y#g z%00NBf%6?XE8=Kti#w0+Mh3r_KY9NZ`2HN{J96Rg-&r%}!F$IjpOLNhGxpyogZn!e z&$$QeRtgAP1NwyPt$Ub-YUy7CuwQKNVYoH7hixa=uOhvK!Cna)e|4IYKN#eX^YuUs z_CVO$AUfUeKjmiDpX1C+(VL$@d+I-Mamp=)QIMae`oc{|rq#JX{vYM~+zJ{bByt-ZQmFLUQnAh(~e0o>x7`+c#YXeMJ99nB9*R zuyXqUU4iG%mZ`mm90dPJ{S#*Ku~*c5RllM=;Lk8VCJg*S{(0?uEv-FC68sg8=auwp zpku^KaSnYwJ|2Tib+#eH${Q=c4eqt(jTnOJkP=C+rAA~27&~o=&c}d<&_Bv&+(J*Uo72=F zAA#d}5AJaFkC_MfD=hb3sxLk2N)WqGE+7o@#{LO|JyQKOp&PTlKLY)v{xVus77dxr z^BLZVA)crD|M_&N@RL(?U&V*xITCz27aP^#&KR!)o%ZNFBz&_C434{L9e5jo6*9oW`-j~Jofz@aE zIKr^sK>o3Edhc5>{>Jux@f`y}e{jANhWHl^b`OB{4)^DT!C#>NA`JcEd|CbAe=+zI z9FNN3|Ep0SCd})e7pCtE)*`+SA(*hV&O9|^6x65w3A6nTm4kfHKTMQ&oIi3=UoNkS z9g5EspPUXD=g;s-;y1%=y`DJCxjtZO2IvRMk1*&1^}khEKkICR>NVoW#QbyFkCIbC zUvYmhNhLkKZN0XB-E!#^QXmc@D;sZhV!3PTNqlu^$+MTjyE~lbx};CGLK&- z?^t2DJ7bBW4z-_LV3mDf$5S{T#{Q-(o$1zFp-!Ip>nVFj`vuSRhw-t$DNPDVE}K>1 zdu5a#VTDY>Q~m9`DW$Z)`4g5;eVH{e?uRt2XV~6H?^wTMdDCwC4e93T+A46qg8DLT z;9ZH~YresFI6ptRM)T;}hhSgGFTc*g=ZAN?FQ+dtS3DkJuqTWUSh?oE^+BHKfBhDg z$y$$4f$#mPKf-*x6-k+fMXOXl(fIySlN{SFTEKgD7{B>R-(E!u+xRjQu_BHv2sX|AX|;D7rUw+Epj8H`KR) zvEwFq9M^#RCgS_%f`Bb^7k#Kd4e>k9C!p@nmDUK+eRz~dz=v+{Tvi?he~RsA?nzq| z{Wb{rhw<^uy$Y$aXU9Oif#V0-tg77py%xqp{u2iMM0+F*_D%I&vr8`?4&d={;Jj;n zLa%!BcrEZi>hv?`Mc=20@52ZP!~HwVXEHpW?2#~>PawU4r^5B+I&K61f%-w1+e?t@ z){GN3k|Do|{9^b6^%taVT$Xq5GS}B2OQX=2kZkWk{RK_@cGyO`FXX#1ex5b7>KCKe;`J*vYO}pLPw_M_kWB2AkP0IWGEM0qcj16^t1^z9+m#i1r#X zcS!ny-})+VXnrBcag6VK|RKeukXtD7kahHJN9Um`@`t^^Ek9FwjfmeH|9> zRkVNwI~tELkKe;GoJWUsoeKJd@>!sB+imiyHJ}gZ&j^G3kzT?ePn<7dwO2I$ zLd99v&ovAH`jI~ihbqP1pIZ&`#QFTk6-` z0sf;sMws~D{q$fx$Op$K4EqPvpNN&A?twmC;s3gj{)n^_C6>)iaQ_F}M@sE6JLsn( z-+{)9Tz`CUk@Y+9cgX+9O$oiOv@PW4E0K?jv!%vp@_hGV-LH}oBi?}h<9LL*|5zN? zV~XLWb>MFU#p@SgD0gU&A)Yg8kHJ6U{)Os;zej#B%+?=<>xe(Bf3}}mqSmj|&yaeR zX*8cD2Co}0#pVHjksnLmZ>cQ1Hx}lLcxl@CIln^-xIHd?WBSWt)@RTcDt}*FS#|#r z*dNAc%l6(9Je_V0{vP?yFuPy1?6_p+fib%jd?X%==f|)Ye$OFbI0FA)mtnpiUv_-f z;Q!PfbNgIwwyw1F6RKF{t$-sim=<<0X2Ic!}^5&b!E`Z1gQ(3 z;d}+@iSo4C;CsKE(-#%FOE)s>v1$nMC+dM}*XZW`JYN~Dp8azDC?|+7&_6`qTxvG0 z?@rj?B0Vu3ZnQpE6n#&J@{OtbJ+F4tHPCO2{~2caG=^Dzn_=dUS4r8WZLIhL`3#)T zDg}iP)xX|>zb35xU+b5B2YCK(RhPd>AJ27!?-!}uBQ`L<+c!CQ!bPk#PcLjJF981}@VxfJf3p?(rpWA|Iuw)}b4{7swFyUy=Md{9*%c@sJ>S@-xz|6J>t zpzp|!^$s`kBbHQgdt3ivL=UBwzdZjNyX&)F`NnweA7g*#Pj9rAD#a(rA~3wCs+?r{u@VrUB2D&E4(j>{Ms1sW%|=@f$V!;!KS9Ph7_k}G%G;oC7!Pk*k-qKz%)OxhI9{CTzGv?}x~p6w`NR#sxMxJ+2%eveJE>q1 zloAL0!|~#pH{Q@`Gv)r2Fz^TC>#drrp4d(64egOX44)wW5a#jAR?UJrhFURTpQtZe z^;&aMbWZ?%INsKkPb6zvAHjakLTpcjp?}n8R?hMlTlWdgUZjfNe@1z2ZHQZ7b4p&~ z2I&LCiT{>^ePaFi-Pd*+q%Kvek=!62k1*H|#{YyN--7x{nERLbG}l=ZPFwK&PyAt> z1lOY)Fdy9C5r+GrINx}ot>3{QdGMDwpZFVD8iTAKf<63;*?LFiAWyWX_(K2Hjxnn^ zzqV<7Z`gk3BItuqOg~{LNBRka{$u|PA0T=de)TWr`!_0w_!Q+snCB0-b&xn;80gCH zUu|>0G<~|f0O&#cAPnOp{oBT8$yf!K@OX;w|JTQI9uI6g5aBxMjOaWK`M2G%HB&Q4 z^#AdMM_skAZygNnk-qISLVkQaA;<4iZ?9UqE#&5Ruy@o~!rcGtFg;b#Fs?y*qRcii z{|HNDNSGnEm?5d~0d&S2P}CuD?4TuYJ5e zn7H;@`m$ToF8GnJ}}Ja-v!V(IdV-_!F<1!c-{P%eOU(I ze#y}_K3{K>bltXJ9;piZBlPDzpgCMCXY+S{K``{mOK7{%G z_T=z`N;`+#gm?z!k-TiT>eW?QuwTUaB&Ust7TBGF@i3kt%=L#boX6sP8K&=B1<7a6 z#yCfb{?7`>C#-mu)yHz6kJ?v;Wp8@2lIP!c%PXawUOAS1PbS!%Yo=~>U<$|!<(pz$ z*5P!u0oW(%1H;UJ5{B`y|CG=pudG^);C=+oFJ;&4(OJ#AVSJo_N|JWfhA=t4A5FgMtP)OD6O7!Ka=a@-XJ?^mCs|qpJV&Io8F}A!26c$ zJ~d&`2c&QBw`8O0geOpr`n^xlcl!;E1He!5`x=6MYu`p2uFLHY^v`5o}xH#a2lG}sgNe;{Mp&G|!vVSU2+94H<5Fe1bb>=E_r zVBJ1f84pRYHl+VhV%L&q8%osAkv~3^J7&h(#a+Swp!^7fJ)(Xb`tA6!>CQ&zAN@DO zZ2e6$%u=4SuO8ZCyg(TEgZn|kKrhn6FuQM&X85Yvb#Nf$gOERIRuNNG{oTO7;{4NY ze_na9!xoSi>PK3OlwRKTOZ>k0VSE3wJ4=+HKE_*wVSj}59(Hmmj!xgr?fvlFlEKWj|j)?P5bKym-+(ci}x{>_2?I_|d!Lw~ql zv+^>M=h1=njdjtxV178?qfMihbo_Y@^cm|D2Kz#LW97l5KN+)f3O4Ut4fc!j&dA&u zYvT5l?{h)nkruDHOq-qJ@dzgslpIM*pm#okR>lw<6Fz2^m{B83t z%SHKT)JNgiWu?DAW&r=J#q9~hev*~H-rf4k1NevX5snpO9xpP?@{Pjak5&6ZM*@B5 z9|!}#P#*|GewO;D`rjD7wCTR*!>c@g6}E(2cefP%KO>Egn72RCDR_E*wiMjIK>3|W zPhFv+J&@neJW=mrGsgEY&(CM|co6wIejfM}q%SKeNmizR7{n*2A6bXqgq7PIhx2MG z|MSh!>yqfbTwJfRV`MuIp3;%WYuVR&41IBNC-@tzpIvby>+lX0;3w+G$$=AQd#A;K zzeoB`PClD{IO0Fp{~O3A~n61yJYV}4g znKcmjN9_?q{s-yJ>Go}v%ihV{KjnlE{CG-V3F_ngPWN7`Gsg80j}HmUoh5z~hW#$e z=k$Y}3n%`3FSC{S`=9#BapNWL0eu)x{@3rO`Qp*Zd_6y7o+veS%1WN^JY!xSzW?{pP# ztUil>2!sDZei4TKC+f$=jJj&2f&}(HnBdZ=O_%-0ECPMP{s_bWi6DP2EqUYhzW-b9 zKQ5)2T%4f$0_=^-^VM%F%gy8al}jJ{_^;Mc<@$K(=c@a$O+$G8;d1v&D@SzN3-*ii zx!hYpt~~M>)E_414`Hwuv-TL~i|Yd`|BvQ(`S+LJI~K15`$2vZ2LDI>V>$SLoPX}3 ztS_?`#(_LhzjDhXOZ{?UK^{1N!f^hC^JCbR+Fvny>Sps^l>b2cxZ)mJb>g)Yzi&kt z_>KB@<<9KZ^=F2|_eLm>t0q567G8WWUqSs}^?VXHTGt2SCmfG3oOeE7ykY)_w)tpqo+)t6b$Eu=V8xeyO1o;D`iAl#4EBTbyLm*z z`eD5p+z-Hb>DHCBLf;p4KtK9}Tlo^j@=yNq{l~4}l6kN98-RYG|0uL^QyzD%1lBX` zpD@HXNDpDY-WTStY4ZxT1O3GD3yY4=9y@d<#Cs_J!q&{r+Z^BWc=q;rg&vdY)WE*b zzukUwwQJGgAhE;v>^JrWppU2zcN*NHqG;aEP;TKyT4;Lk;3^^$$%l+ToIqR<-TGavaZ7A=% zdph=(S3VB>LjKMiE}hhdiABMk8iu8;R(uLyoU*#_T_5`ArFGpt9JDz7AZisfu( zw8Y87c^Q@$&z1F9FuNc8KMc}a4EN=vPFjF{puF#E+fDsl<^cYPa8#91mmDGAZ$0Rz zbLpn`B9IsI^TCkDt$8`la+}D02!nm0Jw6z_(eiv^0_3+)KT6aer%10p0{2OiS^totx_ZIL+I9}IJJfKacIs>-hG+3H}82_i@xV#}fU%itPKr$0vq+eT%gQd18N+=JK1W>}=q? z8tJVZv&h(1AbOu1^{+D4M%{En4Xh`~|H|$C$J$QQf%}*kPgLF=X4msWcknONzUgpr zL%;^mN91>v_N|eIF$uswlvmZ5sT;N~OXTr*MUc6Y; z`}FeQ9KK$?Nb4InJ6@B^??qj`WJ%9@m=ETA2+Izm^Kn+LLH0lx{5h_dgu%Pv{9lE? zjtX0<1@xPU^^q|2kMzCDSf{l^V>Z|$t{<<9LZfv1t%P_T=UY9X^6Stu?!bTizMwj4 zUSET0h2Rg-e-noOP(Ib0wN9LWlnMGy?F9z21Ei*aKfv;uVKPePI|@}Th<`Qy-$uNC zAkFosCUD4qrg@_G$xxm(;rStVo~3|2;(Q46c%kM%H@oBeMc;3sKE0W&ajcWYO)if& zD^1o_cRLLBg#P|bY@ynNF&Q8aq~}e`qqN_qKR`dxAJr<}Dh-`Ek=qwx$S>o3YG)sb z|KX;>`NuFj|ErBOTG&PNo5EL;M{UU&ld;m%c)as=@rBf{?&rC`dMi||h|0On^Z$gw zf1!NdmL{K`VJgMxdHXiWT65-p&}XE-Zh2DWxp4*HA94P5$D6X#?dQP#cciyY&?#tl zl>pA~k$()&X6?^-zP-0C1KMN$rw%dCzt!CcIBz280s4;dEW>5g|2yZ0O4=z6@clT_ z`>tNjqT=0gm@ke`n7^;`exPL2$HVvf(cFilC3EUmxw#7hQ}shw)K9 zA6<`a>6_ur^PL|@$qjoLC@+)3$`M0r%wOA;`1X6@gL5QVU{0anC&+|W$yZv6BfYFLkUB?fb#fM;qk1uX$G91 zp+EW@`OVC~wF~5vG5-1D7uRvW+iY%sUv}+}}0XjkxuA zc30R>V||9%_Z>|$Ds5kn5dB{_^0#S0u=doI2f_ZSK4KmZHZ|OOH%DqT)W`LLFsGN5 zvwYcCLrReR@YeYt@H%l5pGsrJ)=2WY*DmU(eq3$Ud(J>lx|~Veq#Y z|9#EdDm#77U5JNKKHp5VT|Su}1^Yw)#jr8;|1BiGm&&XNkT1@MVRnAeW->{yy4Q^ZM}R7jB;b`wSE72VvkZ>Ql4u%k8$SV-&j6{F<-WPhB?CTkRF? z&wdOnl#Nr{0Pn{leLs6V>#WyuLQ&?BY#@$(^jlf7y|M~ z{cO#-_u-e}18D=|XKS5pze$V2U_C|sW|-wu2+JNM{b6`I(eryy=OZmwYWaPK-;+9& zT-Sp9JJtWwal1+GXtE_)(($1k%&i@xkrFL^a?)>U*1Quaiw}(ZD|{_g=T4 z`f)CgSKBIUt@G~GLw(fewjbG#I?dY#@z^A>JPAYmh5EwE+4u8=Vf8@%{53wgY}_Y^ z2PJ2V+cP{)!nr*L|6|o2L%!R%J%;@n-WR0yu%E^FgfQG^_-8y=&yap92l=3US$%rn zTkv<;w8o+}&MLL6zHo%0^@d=uS8+Tdlo;~c!Bq7SvoE2d;h9f*^M{h65GLW%p9kK`<+*!OTk$#b4@aWTWd---28 zD0x@oc-+I^%>ObB{J{275?z;P9k*cLmk6bXy3Q<97u^pK`)7uk{R^cc^GY_)iG=;W zm_H1I{KWj>nD##$Q$AQIZF1nK#cP3rG=EDD%iv5F-VGE*1wn{(FdsG+LKV$!L>JC;;0iy3Av46QshZG+T z%3=OhDBr2umfjC;u=q_V-(}q6(4;u7Kk|ESUb7xB4eI0k%6w%G>fN%iiy+u zyotL5>l>9H(|z{#h$iGWr;5i@>Z1Bv!`hqekA=#wcW2al?S=RT>l0?@WkMA_qgu<_ z;h>*5f7Q_oSM|0zA)ikCQ9Zl+QSG)R@cth1OSR^VrdNbD-^y$A`zcqk9TEFUIR z{cbyI!|hh+AIsH*9~>V<4v+~UtZtoj|3jq-@K+q42?@)j;(Ej|_$%ZOm4p0IzJ%HN ztx)~cMa6Vg(fcVlAN7|eTf!Cv0lnh){Dg#AzJz1iFAFu~BbP4A+XeO~UJr#DQO5)N zDp;`dBB7>guNUj~q{!?e{b!i&=dyC(H|jr?1AoNpCo6~Z53#=!YU(e1GIqHe#HT19 z&F+I1q(!Y}>xEF$ZE4~xvs%z6q=zu9-zX2wg`Te_{aM4-4P{UXfgr`44=)66gM2%VPZ;iVpu7mfc_!7rqcEoOR~GOO>vssav%GYI=)FMnryXMcUYsKF z9@ZyQF?|es|BJzYnY1ql{Xzdj_2KH>j_KS-wQ5ZRS^fdr%~MFG{Fw`_(bH z-)it5C{OK(%R~E=Uk7@{`%j_v+S3L5v)4g>OdRhBwF^==^w}_+`xouU={r5oNP>K^ ze#bdo)c5}<`rZrc>&*5%@iN;S+N1mk!~PZdqjT#>WXP%$Kp)zJ&I^|_fs6gXUm*RR zlvXs=-+vDBMg8wI;L@Ywt1>JfFC+~0k^WAjPDm~sxt-oZ|kFHv3$(|a32!Z3g8AKSBdPuTg(w5rnHqVKP%95FjjW#u4moS$C5|J=$7t$=>4 zuQys=LoRtGUr+SLAJuq&)t9{wChX#wdwTQXZxBCY{VrF(X1?{#2KtfSF3*dbV~V7> z{tyQJ#rpbPtlgahMDM+zKOoHIqiL3!r(6m=U%v( zI`%L8{{qfO|Esfe;wI7mNnp8wRrjFUPQ77&gyjZP%4bG>*u>t~6dLR-{28@&1Is51 z4UQG9H0)^s{Uf~w*^jhB{8GSwp#2+M>u}#SZzSY5Q2vBr{%D^DwO8ux&7T0k_Fa`K zr)dPls?_6tN!T?!Rdt*0T=u=6uxr+_uhQ>C?@^2Q7s9Sh|82RXl&wtf!!Qi?i{l$= zdIg3|*bMb?JutL(3fZ!BAG}|S^cW62_bOq*b++FY8Xig%^sFz3`Y0d6d;LBrrcamH z!Pzq$uq4E*{2Gvvc? z{O=G?Qmyk zkNVp4tz*N~(N7@0Mf#lA0Yf_*v9w$;$Z)R{aIG+8S2*03H%SzZzVbO+Rh=n!QOqu@*xcSHKXG{_PXr zylxEx`Jw$;A%^uF$FrXLG%fbt5m;Yw{?@yzrs-dM5Bh=i33GW_KX`g<%G}@Tkxx{8)cVdHHR_v9c#n$Nhdkxg z2-~jo(Y3x+tayg}t*s!hErH9Tu2Q2Y*cEFU%zk1|DbkZ-jPQ ze~Jzmg;8s|Nak^0N2YXy|nPB*+it zYrk4Evi#L>$p4_fcTf!PdHKs=&<~`~L0RXEexDHFC(6fRkxTHO z#u4)LUX{>c`FD@IV* zd&D3g^aoT9=YL3lZ?la%GTR10edIr3upgXn@78bk7j0Y)|1X04carUM@2vDaEc+y5c1FY z_n!QsB+>l_tnae((e6S8Egm2D(L6Np%JS=QpAYNzvAr8Tv-vmZ6Vlhman-|;`=Wdh zw(m3Y#KMXp+3>w5&aY39FQ6=1!g_UmkAr7Gsa`@U43_vCfi*>bQ?YJYR+G`T0w zpgv;P;k$Mv->wAzN;p%;t)Ni>?q6VgSHdhFalLXaecFA|_v<*GYw7iryH%gr`}o4X zMM^q7MlJx1`rl7Q(Yr-$Ip`1if5I@n_&i6*%IW(Wj#+#|N{buPn`ddZVAn8eFyOPW=Nl#EzyIz z!TfQ5K^W`>=Qm`{>cx5GDxw?KeYehE4sXTzg7qs=^cKxfB4GJefj>FFpn?Xv@*2wCO5+WhoJu<%;RCV=M5bc z>@;N!XneQot@|wx)`LGmeHtMlb=PF-3wZAs`9DHwPpW*-5x$=pv0X>+e(fD;ZRr(a zc@u{6$o3fY8|{zEp?{P=VbDL6AH%yyKMBKnfczlL^M@mj-Mwz);j7?4{1}m0ba;}* zUGTp|@1=W_KUr(=_+Z4>KYl+`^?`rXA7XCLR1W9e$lsANT37nda)kH;{qx99N0x^E z_ZI9E{VicwpOIf9!@?%K-Zl=t_ec2>hWVpDjeI$JuDfmm$Oq@^p7Tg|k&KO8E!B6w z`%tT1&yf2^!tA|Qp?j6~wX#mr)U#w(iTO(y;>G#xv8t71X?v_9`bQ)9vG%aO>}`+1 zzWynPcqG1kIq=7Je2syFx@|A^Z@@*9;}?5Z?OJOu<~j% zueu>;cz(mZW##2=$vxQpQK84smh7j4wt>B(eo?(lJ$))il$1{ z)ZXji%>}&|kB0YvuzZw8kyCE!WtczVF7i^kpFOz$9_9XJflX}@=s)W7sPTbjh0{g% z0gyk0VSPe>GiuE@nLEORV4tR9`4fizQQt=^w!{sX(jVrJ`7gpCe;j{wZ`JHMYKAah zDkn_uUka%l?pq-}qsRa3rEo1BzDGm*9lf$;#OeXN`F>?|(cF%*E5`%9H2$y63%XK=}Aeb-Wu?xSfmRS1)_NT~?vFEmE zF6^TR%s@QOKtDh5&1c0kG{1366gDau%CY-q!f`9~Oj4G3!TufRKkn_B1;ce_gFR#a zgyDV%%HO-+7ONhDbU435e?VB(lJvzp{%ob9lj#3A#qT!?z0=RN`Smk`{0Z`B{MV@e z_6~7UH6?#KVZCPGNM(EOp9zCLBRvykg4`#bp8@9&gh#nwSlGdx=Z7ao$7U6}%!T%7 zKNEMCOzrinp4&6SET2J`y;mfhSQpn)CHMjP1Js|1pImy}aD4>%aq15-kN2q@&hwEU zlN{D9a;kj^=eOv8Cw*Ggyl2@uZV!_UTkAIW{si*J`jfi}^Dn0UX7_c4gdyI?`AzOQ zxIitqfxY)3WZ09HSB4j@*fs1t>XNjsviF&@q8nn&(!!%3uVrJg?JVBhlIhO zVf;WC)@zivkG{QaedRgu7wB(&AlI|y)fd*OWjHBTGnxPI&ae&ou*bxj*nn4D=!W{=zqz z(!2J6e?mN6b#UKG+kA*uaK6(Wlg~vLB!NAmy-W{mE87^C!|rzpr_Zb1nEGD=$Q$Rw z@OakWnc#z~T}0<$7=KK^wshEMT}99zoZpOr%a*1Tb_4xFe=}oLp{K>|K|KDM5u-IE z!fGV9#~Ilwos|j|K;O|GXI$vmo|&63ct5?q2IP(LAz_d=>dVZ__Pz(ZJ(nCUIZrHKhS_-#VZMIOyfUSFi9il8 z&M)xg^Fb{k0jifWON8^ZFrGI7Ootc@Yx;wt9XTz%o% z5fl2T(f_Rq=UR0gHQMVh_h0j#3zIXR4u$@a-rzoERzZP

      %EvhVyImC&4iVlRw(1-mPA6Shl&KgRhGhW#GZ$8xYA z)Zc}df^&3lg@Ha{eZqV^!aRRRn6H-%v-oY{b+gge{(R#0x~TR{w{pW@ARqJx;mvYd z-hTPuKQaGH7~(HeG5-ide1rRa!XPiSFNWE9E^ANU6AB3{u=@)UsvB$`Ul7Gx7{3wb z`^yO3-v>&sy$5?ieniUMdZ|-x1@}depOHsv;wU-!ljqjw5?un2k>u{2h(|Xjlclb; zFPGMqn%o}4KXUYKkEM1=Cbq}mFVVlU{yim3+Lud>BmH6H>682jgTF_4vT~M>A`JO) zoZqtG+|mA<&VYWSJuTZj;>7fOKfoVgewr|xZ&3Y`w>O{ai~bJ}@$w!qYcu*ga{F5D zns{`WS)2lWe$v`Mju3YVWTmy1@Nx)K|iw&(z-g zW8b&??}NVMcu^A;+MB8khW)Jg{hW|p8;CzJ-$)qZ zPqc5skYB?64`GPEXnbrB_kU3TqLnY-zq?@t_#>1bVW1c3k5+Bcn^Lj_;^S^&ePH-0 z?ME1<|GyRz2K&SLMR%&&e$lgypJzlHo%U{1`47rb{?Y4R>pwI1=K06yr2R+7WK8Dq zLUchlpY$jL;0M)5%>50OgFiz55@R^`PKeTXSPzh2G5tgL1#}+-_J{n4@p}Hl`O60- zcUo@n^7tHzxu1<`4R^I;?o`jeHh*E{mt4obNkMU zz2LkJ$6Kda5_C5w1o(&gNf_=kp*+`FyZ$nGwjS;wHmde$#>e5d3nDM#O<31fqFV|QK%1$vP_!jR9v_6*ba3C;8d&cw#rnvw747F3ruP+vu^$>|M;*Gw``ajEIL-3o zLarYhJFXu6ZL=cy57dv1JuUSM&QF)2_Zx&8d!Cx|Ypf_fr}FeL3%xOo{Csayp>ZGU z^JdT=%5Sr57yrqJ3n6|&{%v0NY)ZeqGLYZF`ETB`K;yuMY`|!bTZ|@j_?V-{_nTX0 z#(Xt&P3QU4xJ~{F+3U4|zZ1ptB@E+Xd%}GG7MCLbe_UO6JlEg%w+ShgQBM^<$)9yos{`Nf26bC=vfsA~urHi%kiCL>>hWRh`y5FO(|b)xK?~33 znD`u4DDD17JRibveq!-2hWXUA!xtp3{fmJ=e(msliADcnuy3Pw*o*9e#)EhjkaI1^|GwNavJb*wzc?RO{*?GZ7}g`?2dmG{>j?9F62t6%z|ki; z`wgGW;`SZVe|Y-D&PTw0aK0g{2BlY)8Nhx6?f;nk+9zlG3{6unosvQ|rmbrWwgmp7d_vE67!`f} z8N7dh{fAzRzQ03z5!erwhxP0A+BD7#>>uYFX6RPsBYW?u+edZ_d*l&e$NgvItmZL(&eia~6UJkatLF4?lm7+l z3HlGheEo>@j{FeWVLtSS@{HW<EReykzo%Z)Ffa zQ+r|Bqu-Skpg$_SxG0Pw(B&0DS-D1k^U39y$6r4hyeS*`JMRHJgw`oW4t`7 z^M-MEJ@0`(FcZs*Fuy-Rn2*PB4B1cAShw=(SU0doo zzpz?#-yG+EGA(LU!&cGza+n_^%=1AEUuEsFKExl?-@O~F(p=raKO2kra}qJcA9x;2 z80;P8!O9ItKTkgWRIn_{81f@{UQ8JFdqf|WLwm%hR1faV&lcUMMgMndw7K27pQ8JC zRQ_mXNo~^!@Q*0ZXvaTW-b&Br`WEe$Gju|?O~5~-KiYG^%hpT1pd9gOc+FIpmMN;Dcoy}6FvPDopED01J>ELX zOfH1@A0w@1xnxf)oadl_V3_&4nEs_VOK*Ab_%~)$ib98Z(lB4D?_Sj!p|zLaXE}SV zP$7EXI-p-)EdR5wPjC4dD0+_+<#A4CPwLmdU4TBquS)Wo`y})D;M`aF{*r2^QB{b`6fuAJQKiKep2^XVL#NQ68}u8v;^P7Q=o3^)>dl#D}-Xdvp24+38H*-^T~y z0e3Mygux#of8rAIUZe*qLp+4*UEG!APi||qp?saVe*A=h(rJB2>U+N^eLZj z{2!SdTcadNN6GUzKH=%`;tu?hs2uiJ7yreuKi={$27j^WUkv$j+@Dc<*dI^)w;cG1 z@?zu9r~NA%FO>9|F!*1TM?$ZUdR6 z;}M4QaPj+ANeOdDr8ygq275<&CnS#2jf z9RIKh>;dI}-qO_~R;v*FHLjNo=aIY;`_DJgS?|R4H__7UTw!EKSP!s1VTiYooifqSGhk>Hq6V!kex^ zjS@|u4@mEY4UO@gEB5m72=o3g1l&4aTJ;(DN%fCUw>x?JB;UVY)CgW+R`>?|De{*v z*c;BDm9zV@tlX%5IoKc4e^IBwZ*HOJd&B783B&m4FA2kXg!*-HqwP@*gA+V{x%f(T zK;&#zuyRdAs9)oLX#nlHmFpLcn; zpsMO~1ozjM|L6~VFW~R@CS9pLwn*-M4U{8)u69vd@w4k&kPnWZ+{OFABrkV}2k<;H z`CxNxl-6OmFO2s~2*Z8`+b2gk+o*4HgZ?nSAk56HL0V?8>dBsKf(E3>mt2z zu>4ivAIkUITJ^bqauVSD1^Ic+H>e!K4g$RcCJRaLp*@frVQV6s4{`%4L^Bjsh!+irB|9Z?;^T*96!55XWeE#3OOR;i%=Z&n=j(0L<-^ABvF*2}f4vwoz) z2Ye4EiQ!Kq&$NNVLpLw{4D!eLDQ)|V*}wiygZUso({?T`RqOT(Fvi=2L7%8RSo2Qp z$xEQGG+y|Kxx@XRLp~evt*rBAmwLnl{aF82W07KV=Z$clfbwLR#Y?xtGsiVNb>sPp z+f9e#yInPe@!p92KVk51n9ogD9ACN8FcSO;$|rrKhDWo1Cge}iJ_v)p<9b4v?;lus zB-uYJKS}fxme(iwria`A`J5`?@l<-fx{X|k=zB0Yzl?%?xgmSI!~PiOm#NyA@q4c5 z|A1JY+4aVy?HOMnpM(6#tZZDgXW~Mh@6YlnH{8=|3GWMGIbrrbOHx*RXtmAzD%pcn zerJJR`d;%5z<*pH@9ciNU}Ih%*k7PN-f8Ie?be@T-2SuGKCFHF>mb-K`a{Byzrgz0 zGgn46xio=&AwLPjdepxT2oNcXu6kjn{ed6Xt{bBMk8h@`Es+4`GORkiU1gr}ZAUeKYsRcf*=i zT(0^K`e7v2AHv`-s6Q+Rd&2osIrr}jv;WuTXf24-d3PA(h4phaZ}qnt@L0}){BQ1v zoz2BZRNy@y^vAgY*OnYzvj^sj>r3wO(feh`e1P=?{X1cx59!ZMc-VEGLItd6=)Vc` z_@9;2dqhe1rdz%F_4W>&|Kfb^HOllMeIX3| zL3$rM-+yLTa0=pEl+WYnIT|fP?*CM!|i}XLq4*L{d zcLd^lT>qccnV7i6egyx4>pNlaAJ{)(u%~ty;scyNl|#IT{pYVx3+}Z%6#7GX7Q{^c zaWuyob~{*JkR7qE`y6es2OR(DHK{LJ)n(G`eBx=ddX4X6GZ-J+7tSuV|1G%>`bT|X zn4NzXE}H3bNd77R|7xM2&QWU1|Mr_jDjpeX!o0AT)1ObA3HM=4#r%0WUw+-U$)-Rr+CO0)PZEap1O3;_@~#qBZg=MAp|7m^ zYIV*3-~Xdug|2W2t`q$~AL)NpcBWzW1P9P>^rwV*KB>h0lY19s4XD3LOb=nuADkay zi1)BR!ayJ4?Nw!#>y*HM;(A(w82Ur~BMkMCe}rK@!1k{t+;*0fodbV^<%D5Bg7SMk z>DZQqoArQy=nn|1RIu{AiiM?Rm%zWEe<*F}`C+%e3CtJm@6GT%_sSQW!hQ+$=go*o zE=6-Ea)1BEszK`(w{fck5VV6jh9qrI4eCsp<_101A1cqyg>}-54e86sk&gQ z(ccrsL;04es6IaZbtTUymZ|z)Uw%>aJ`>Kj%+PFk?tpsm|Ad{TT<+b@fO{B5_9@ z_V1`4gdzV){b4!8(&(vc?HP9@xHen87NAgDKp9S624vywCbGApXJrs}0|V zZ_YJk-f&euEwy z>RZM4+cjft?)0p@&i5}h@sZ}ySEYG8Uh~Q;NM_$a&_C+$&52GD($9H3RBN&>!92hn z?qA}32($OZlWIqq-Rxem3i2DlV*b{8nrWWucL%fq?SU|?m#Ci%mlJ<$uMT(JtA82% zDa!AIoa2M55=+5;k-r~o0J^nZwE!u&qN zhbG(2t9?5|d(=mU4-h}=3~bES=4SHq?Ye>CmsXkXgZ&utyKde4_-jA1x&N(u8I|?M zeJSV@&Zk}>X6K2AFZufc^=&21)%!ZY`iS%qhV>BV!!XOQ5$6A|{FvsU9vad|=^gR= zlj+Lk!!%cLd3@UT%;8Vx&ya6G{Uj{wLHzr4Vc&_X?<8RViRXpAFdr%(`tirJ!eZDT;d~lbXDz?>tOnNKG2;0&o-ZD9DsvKFUm9~(juC7t zg?t3wUnLCr5!7FXkCQ!qJ$v18-(elF7vv9NuqWg{D`)v-!u-6RFxV&d|Mg+-`F$pK z0R7h$)7R8z=8nA6qVH{@e4BRnjjNon1LTS8Jz=m9)K`XCzLGF|FFc8rv-|x`*UIXI zPIe&gzBnFY@Ryk1q;eil5r*{y`ODg`Ao^K-=Kl%9|Cx~g-$t&=*>Y|w*S~MB-$xd1 z-URVCm2arKU?V30`@{af%lvq6Sw0x*<9?km+)qRQLm2EC{p0t&bFKPZ>n?YV^nq}P zYpg#k@4)ood)BkyQ?Et;A3}R34F5kx`}+Pj;dfr2EXbFkJ~n$@y0OB_0{DUBHwQ<4 z*s(7L@^w^>803NSY>^17>iXt3@Qbj`>Uqh66I?%A=FY17{oyOmU$ortT<>0f5A+}T z(eh-~7W06kd#qs-07T)h_T0r5|X$b~<=2Y~(~KY!j^ zyk)!h6rOMX`BbaF@39YX-(`?k{tW9;{QoQEcanGDSGfO%^!&=WHmmHq2dpn>Z-jv! zq8&f#H{v14i%W$y@+{ecL{zSd7tJblV_)Yfq=gPCA?)f9(|3m1{2m?Jh9$~&- z|CKU$z39;r@aNcHtK#+plWgCB{vrLX-QJF`-RKYbQ;a8ChX=h_D=`G(U*soYppV*z zIlB&;Uk&m=eQhPo&X)=E{TC}=M*7zJ@l3_Wte@ad&BXFx*z5n5*Rb)iKGzqj5A+i~ zU%&YIjgA8S#re0rJ>$J@k0RvXaeqJ<;!T_nD<}UCpCQiuwrXn%i*E%I_E!vw45Fne zpCpiQ%o`hdVI1U}j79V^4DuA`BNzt%A|9V(isu=I^-*je0*NM`%(WG;8d+ zJCHvR^Ftuz9aAwcO2iNGd<9ZD*SvkYeg*%J<4J2PMn@F1$(&_)^NCBr{p_Ti@IH`0 znlQcZ&oJ}90vW}#MfExT+5S)J%Elb(@D`5T&)z2w2`Y!0JSRWV$`lO7f3`76z z>r;Hp%jtVr3^V`EFpGx;vZs$_{5A-Hd@agLHr`Y80xu2;fx-WwI#xTXt z0>Ui*6v&P3+wrMqJj7qe#QHDypH;)wyNeYBM6cYnIkl-f(qX>h^;AF@=1b#YIh=Rl zeC0l9^lZJn6a0-h-W4!R@j1hwZ&+VmJ#}E-dr^Fi{mHLB^GewLtXv_(QAg?>%@0EU zNF0v{QF{3iqZ=H?&<2`97q#gQB-yy6sT~T?z63Lj@glQb)y|O$Gf# zdK4%1-=HvG0`v{*D|#qyJ!GK@<+@^iD;|x#(j(y$ix&lo*Cd5IetUzzK>jJd9paYe z{eZ=@0;RRRw!2tNP^9-41WMTpr;fK0t?%>1{V7#^h&Zc01NedZ#_&NJpD^@~^HpAd zws_3K&+NXEKv~!{q1ZJ5^i{k*3Y727-&!;9B)s2@`l{T#WMh_ZDvXEiJK6cp&YQIk z;`{#M@d8{gZ(=C$Ifey9IBJ)!q#U&=bI*{G<7b*`*G+GRHf~__h;Awzma~z z5I^Afs#_)&bx93m_Xz}DGy=Bt+?)ja5ApthVaP9_JXks1$7JO!9uahLxvOk9b04f9 zwqkw|hWSx@EdSqlh=G3er(J4(RgFBj2J`{-r)#f~`wDst1AE8zUG;}q23kx3`Aru0 zPZ;Dq_FoM2i0=;xs2t9-a6My~z9+=W;r6rmJeFaI&(VLd@#s8=l|y`r{A2x5eqGSj z!pGg@;!E!Dx;lJ0@L+lri?0M-53MUbe@YY|pu7o#e?fiin!0VJdA0@YS5UvY*623x zUFQn>Q?&nXz9yTBY#zY*1J>_$!*1yCrXTG6R)O05mfLbeKXH9iI~uR`?2zbtI^y#o z0bv$z2-HsfT{QOcckW-*ZLb@3Js^sYk>3o{d*cH2IJuK8%S}N4P(B*>>n*ebI)c2B zKEiNbi2Pxg?r#V*-bTne+cv}Z4yZk1?jNWe=*9VKG*#}}^Whfv{|r-pMxZJ2JxDE4 zbe{vq(_DA&*KiAISkKTtG><%g+i|bx|8TgTXeN!;ZBW$#dEoj-81`4~%eC8MSg+6@ zP<_xhq)+o%AN9&TnP4wCes?`9t+kq6VLyZR)_vmKzgsq*V);Emcdw4If2}6Me38F| z!5)ww-S;?#T>2XT`5@FkhABTO=yB<kRmBpg%YsVc;j>m%n!UB<^JSPl1;F@SN(i z1>8Rn=KR&t2!8S|MIY`P;&_BXe{p_V>ux1y73#oxiT1=W{U1+2n9rY;)BR3?R@CxN z`tBt#f9y|NGSRc+brzZns< z-2WzD4|{f13;MfoC+IKAv*)B<*1NT&;JzHrk1%`RL(ubpwqCCe7M!0wqun&6Cmw_O zpndi%|NUgKX;<*)D9@gatK*j+c%kx#_}%O33Z>saqF}v6`Utc8--2EZ{`G&Yvcdo2 ze0pzw8sx1ey8ngp(&>~`6h2+#F9^@S7Vb0r573YGb+*3Wwldfe>Z83A27N|)7^eNU zpwEz${-dC;`NB)9qG49JfoeY(fIHW~~o<@_QH@}T-uew5^^d(qKOO4^`|bH~0CBISEFztNdPXgB^9Fx_{p+hdNPI0D4gcpt z`Rf}?oGkVErt*-LPjR@Dr`nJE8~x2+&N=&3!g&wMM?Yvn{=R+9QlXm5NzcOI&+}w!A3lubIeI?BO)qwn>{c8ntV7)_r z4ER1+J0VODY_t_gYz&^z1#{$AIzBnJmu>t8nE2sa1v2w6q z9FO&PmF8o#`LJbG=qR8EH%`3j?-4o|Fw$%M zM`hR$N6~va$bXa8ApJg`HQ;|xUkF2gIR8PGdI@)5itaNK4sIyT9{3211>>p72PkELe&c?8NZB;y`?~w#d=leH!kj)+g^1hLyPSDEYWhRz_l>(Upx-#(p;Eh= zt~OanG5a2>azpymtZ6cN5;|i2Aq@Pb`e$@fHG>WVM*a>(4E~4kleoIg+U77m(mxb2 zUtfm)*68Hws-bY6_&3b?Tkp{mMBnd5`iEWH(0ofF4DxlzU&4^jMR^T-Qt&?DsXmN{ z_CM^yq~3)iG`YQ)S$=wYxw|Hezf?>=!)~;nVR!+_i!k^Tq~Gk&zF=>)!JK}xyj^2& zP3^(gBf?xBteo<1g5gFvz0Ey5;rtxsJ$$^=)dj0fp^AS)VX$zLm=P7eb5qARna9YSH)R zxMFiTIxi7etr&iKng-8bGtA=wtMHw1Yua`}{u}$Zy52J+N?r!|f$|ys-^e@l6K&!B zRUB{hDgOugVT$t47>>5qN}egn&c6kte+;jF(oK|aLVBztDoSrU7DE0pT&(|u;r>VO ze=+!Xj5k<)djCnlup7nSgdzTI*FXH<9OXJ88_K`i2|EJ-B%9_84CJ={2~nT25F4m4~y1U z?$&g`}dY*_lpID`TorA`+HA2um8nIV+VXuH!ISF^$^D=468Ttk1#vW5R45-`jL4g z82mAgH@0Z$EB`lMFh6RK81x(GOXci7kbp4o8|Odv#klW*kN$)IyJ7orhmH#mB>Tbn z8Ri$qUwYl^t;=@sPna(w4El`q$A7gRoSr%r_$AKo3kdUk)dU+)51kd)L4G*igyi$Z zOP{QVcn|qIp-6w({#+|q@6g^R`g+WWKWQ!FrS1|KNC&O8hoj<=e}t61MNuB`tcy5(WA`pMWrr&+Ugd zbuIjF6Yvk^O_=Zh2($n13J8O~;du6r-R{Va{RQ+A_NsB}{caZb|MoW{!?gx}hxHrj zcbKvBp~kf1AV0!x!8gmjU15B*7sqE4YHb%s!FwCx`(FabhTrbD%bjH+NWPPMO? z^z0|-m$8^1guy?deKG9R9)rH%e4OTu8vRhe2iO;le{kxg$oyr%Z)*SY^^`9!zQgz2 zF)4E|Dle^Wph;ypbaAIqVC%>Pn3=sWs<*4~KZK^XiC>W|YK+tTZX&TtF`p%a^>&9sfhyQP(yqv#fUTd;Wfd5-keZ=4&ael0v{=X%dZn$pH z)l2WW{V>e-w}e5TvHgsWUtZ6dxE1UX$DcWE$j8-bdC(sHDPh>Z;QnFOCxo4Le zpE1BMl;7OVJ9qiK`wI8*Fn`Rj50%gB8y3*?cpmsSod3LmN5j&JqT#+V(mQXW)3ToD z^WnS&=Rbel=LLqE!7x9Jml&Q+^biJrgZjLnXRCA5$H#nr3&v(^ZwQU!`{4zzH;=v- z(+2rrq<6sw_mEQgLXan}=L?T5bXnCVdJh)kCBod_FRcH5^73sZsE_RzX?y7zzxoF9 zBy4r=>({4uVLV*l79r;JF|1DWB@FXJeOff>_d)a3-yk2PBlZ^zv-OfN^pE~&(KYR? z!)pp*zNp`ezQ3?2UiOyfOT4CJ{kH4T1Nz5!z-z%o_m;?de*U(&W8I4zg*GrB|_dKxwrE#|1&K_I} z>mTxS*~kHX4yr(aO#E49HR`jA+i38II6uPRA8`K5X1pC~^kXB$)5w3q-2Rtaxm~{g zFoyGgxw}SC{#TKHAU(@3RUTLo+YjO^Y`^^F)%hKQ>%rd9Kd(?28~NOR5X5J=-y#h0 z1lA`E{ucSc>O0c>2*Y_L(z~KZ@CIl54sc%t$7i^L>}`enCEp2s?n69>{8+K(hF;(4 z#?T)1WksZ;aougv|A(plnH2r|nmZ%_o6o!`2B=6N4@-aEE^B!LpUB`IR7D>daA@=xP=@$pIhsq zG5D?Fbm$-blXum{^lwAH!2Jf~2Vw57*M%PVE$t=?{6u=zz3}^;)!l;2Yu)E95hf84 zpfAX8pFo9Ey&7cr`OtdlWp_P(YI6UzUOOu;S`gEL-j5KhpVeV;!oU$g&wjDK69#{! z`!DWfMe{(57A&?56y zj}E;^|2MgOx@=tAh5M6DuIKM4bn6KD16*G>9aZxiyRa|2KP}jl6<2+r%^K_(=_SnL zl}!(-Htn0@0{#*6t%N~;aD8BSIqM(m^Z1m?LEdPe3>%QYW0>t%2t#~^^lYBpPeSqT zWZ(y`uY_U$jQtVj{%~`|c7ymH_hlcGJT{+jw2&RE3G$)-5cB=!=4U}QN6+}dc?t4+ zb49bk(szUSdaz~i$9skrzd?V|o(V%f1@&`FjJA&Kl5pTRl_Lg!g#B$P@~IyF*&6g2 z{nu7qWxoM-y1+lAXKRS)R z@i<}7FVsI@oh`lPE**mS0rv-l!5<;N2t)n?$0y9!Z&tsa=poGcv2Ezh$32w~@$>xc zLrioUVoGH?5I?pTKZ;79mkjv~q{mM$Om(aLZ9X4A`)+45!k2LW!BQgA64D=587lXZ_e5gM3kLw+4 z&+MO-ucG<0@I3T)&ewl(Zs#7-^LW0WFz5^Fga10q zKf{KchyD3vF?|fzOH68qnY~as$QSj8Fwl?j7i-Vv$I6-iVR#kEn=tSP1Uwgn%sc4pU@uZB@F%) z;|apRZyY~x_NEIZz7GH+zX^l+^1g);91r24a06%+H5+4LVrpyi)Z442(Z^P2c}<@GmoNAG>z-{CLgRi2Ki7kN3#h zcT|FS0sG%Q(Bf2ygaWM3=)ZQm2Ienn6TSb2{q4T%tMIFCG>>O@SG>6RX=^9INDsqw z|64#5EG`-Ua(c`WS9v^;Zv6oueVjXQBPY&TMgC{KhCx08={b}VF7a(~1<;SJcZ}+m0ex6M#IB}F z_ud-0X$((Zd#fg-Gvvo-iTM#SPh#WK=z6G+_7ZX>SK8>N7vIkkhWrBchvkreZHHmL zNH5ig^G@_9$HM#+69Q!6egpdJ;}fch-nBNMFZdUnU)b_V zM}r?m9 zo&^2@^OX$K_v!?M!M>57;V)ztjPTpa{;w>Ecrfim>-ZFi=dnMAnLb6lEB>3jZxP?$ zMedngqEzx3&Ulev`Zb9Db_4Kt>R@_nPl^e{YKLg!x$>j&_FsQa-&t9E*`=pN z|1ZV)oK;+OKg!Tv?kVx_Y|kBI*4)sA`c%Hf^~cd(=6wA;OPKNJY}kn2icfCB`hxsC zdtqzmjhZw=)3arXOXAC_Fk=w# z2mN&{V%XoKzhn3m>#uQO{&CAsJidy{ob~#A*iOh_V*hbP!>>8@@5KFAyh>$PjiDpp z|EMUR_#PIo%cZShz9=7tJ;}evFW6t`_r6%Jkot??8njt*!8Gu%PsIEo4EbDYkL92r zxIV;RaQ+mVuff;b_}@L}t#4Fe?~Mrv!+g;{B@BA-@sY79^oR5(xI8%RaoiO48-zn= z_$7O3@OVEV|Iw4Sfjzjq6N;ww*|<1_>vux2dDWDfdvG6*`u|z^p-S@;oKK*>obUJa z&6NE~kk3SWO`O$mu5*?N^pEmP4D?Ov*0Uqn2i8wAk#LM@`vB`N$|LE-h$Y${jo|-H z#QY!(_o2~#lWt`Bm-U{@?ZAr6{-8f7?<;dFw;po8 z5A;%f#9)6ozbjXdAK#hY!1t?!;d~kCB@Fx`eEsSPUqKA(3En3l4C^Dt zYYgYH@v%O5Pn_SCJD$FScU1wsD9@{!*?j|U--7)Fj(4?J#w_a|*I@rac;=oc#lbzH zeLD>KES&GvT^+`}y)+-z1B`bG^Yed(+5Oq%zJv92mVM^u1<7mrg^#U%#LwT8+e)84 zo1p^t(~m=KS$j$1CmWCXpOlu6F--&S@b&V#>O)hT^_^tA zi9gr(DW7t(H-hyV_5b>r?;f!|+aTYF`gZ+ue(kFtr98gB-d6j#ykrXacjQN^gOiEx zGX8x7L2CHN#P5oIz+SL@YR;^!4!@3oePaKq4_=RP4jRVwm*FasXX=*=qfDcI@%xcC z?8^ee)9>;9{0-;#&hKuwg1)0Y-B=vs@vW;ojEDOk9ip3b}u&-n`e747LpO?F#loGaKrwMPu^qvL#Ud~a3UIpK_? zH2Kq;a#Fu+q@*O}JA4q!pD_5dQ|<6;iFxgCB)%^tVD+77KSCJj!TGcDqeLHJNm-)j zriqo+O2ZS%OBt??lbx_hlph>|hD&k3qKE9NCSV-ei&x= zu^D!v@ovp@h|c?>3jPJhzjg7^AceuMfN}pvSiURi2Vsa0aDIgO`orq8`%|~K4UIR* zs^R|acAoW!k3G_W|2Y42qmxa~<03h|46}R>VYttU{3Q(g{dVo4Kjc@siK^sQZ+VE{ zslJ(tV&u|3;NQ?+r6UG^Lgl9tr1lJ1#O*shaj9h6$=)DO>@UOI=H}#HvM^uNj|}JT zUE=S|;O83|;q#77`t1Ve(a0}`-HE=8+lpgWb_@Xe28;DAqeM8vRrL+z2XOt#93l}q zS85sfN2Din*)@aQPwKFKqdgMl@l@ujJ{CO$aeRFz4E`GFW92Nq&ipjfvWs66{NE7! z%TgZ^t26fr@B{r()~dJy`D!no?yO}1n!OI*WAByrK4Dv^N zAq@70r zz04ZDB}V*yaqghR%P(KbL;pCR+>HK1#x#b)d+o@td;1jnl|P>i`Ah8Y{@{}_v-R45 zUs!&BXzaAlcYDD9rBHte^LUkEE!KYIg{OCNd+_-2K4OS3ssFoocX@m{E5+_#JkXST zdhEhOh%a!w2jS!GyX?FV{3QIeJpI2`A*Uy=pTdXzi(f+gRVTJ5!obh_|6<^WPCHER zkqW3jtiKo!mBl!VLy^*o|#bEKh6Jt^tpa-tGKiq zFv|Pkl`=VbsZv-E2$!|alHVZmuj22G2p%E^{lomqBk5ZSQf+@=eaHBiFvP1UKf+S% z{vctQaO$76XZl8%kI%~4dQKRu1?BVT=z_C5!{&m0A^#seSf-=*F%bAgxHhQ&uE!_2 z{yjGKn7%HdC&VXck56PSXTDXA;QPIN-D&;Iq=v(J720Ed!tyaDp#`#0L~njdU%Sq? zE^~P>%+A*tX8g;~bn_`$C=crm%8xMEJLby^q-IUl8|JI>n&N{3lTF|HI5qHixL{;x z&_o9%$X}s63YG>Od;U_$-meuDginy}RJdB6txpB#jHg`bCb~b1{3$3+HqbSV1o>dT zi!k_4?95O zFZ8#Bfxk$9@lkX26D~$z56Dl3+4*GgF%zwV7FpnpmM_T13#cc=vBR`*KYcwh?`U~?#{ycB{WN7Rl`koN-_k~>6I~kb^ zu)bsc7uNf;m-`iize4>b%;WVJQ_amS6fS^0;r)>p3w8@@j_>F9XI=*FSUII;cgK~~ z|0~I-g~#rQzDI=j6$yiV;Cx?ov%YBP=Lr5686k`JEscxhw@{X@(P8dKP5#5CgXzF!Ttx!UvK=oWyh03*=U9nT#e0S?}PtG|M?nm2l_s=;PsW8 zd$n(mg?JMAO&H`s{gpe{2Od-djQaPw^|Y>xo9O$9SYE2?JwWSqJYRoGd!2eWY{xJ5 z9-5%kSnJ!$Sbu(ARXXUNOU0fWF#oq=dnXL`Gou~uM(-_9xlAPGp9zC~oBdlK;u)iV zG3c+szZm=t>JJ;QocLEd#%ynaMIOYXD9_TBql^Ze3j}@Yi|rA^{HT1>XTP;+t9X1} zdZN)Fcv>s8NB+H$shDx0yNv?V?>9Fue;zx}0OA3(Kf<8DRR86F!{+z$gYnScmnqKw zz46LKg^xsEnc+1;$5tluNz;QgZS%x3_YGCv)b;mB4)`?7w_u zzsx7TYx((L`DW>gJoh^O{zv&X_r)uQE&_eW`ISdGoe)k{2mhxpow|y9`B6E*x%52*JmYE4_+mCTuy-F5uPr)@n0+zDYN=t4BtyL{};pj z_y3DQA11fM&p>0~Cn(4M;rwRAzZl{#nlF{VApb!1A%BVX!>}X8--MxenlHA8{Sx{& zHXie*6$2JD6(o)We}VNYZkIpu4EKciAL%Cy_KNZ)4E)0Sm0hjIpWmax^Cgwma)FzY zzry&)55i!txPKxH@ekflBnk>pjxX%Gv)LDyMH9IAo4L#QPX;5r%jV z*E7OA|5>?5?(g@Q5SSnOi^?jsn-{yE0)4^$-|B1TKXcFqe~0!-82l0H(_8oH%|CJ#gafj`Io-=0z_3lGVG{ZKm$`q3V<`LOyd-hSKG zGR3wsn)~l6i6d)rwoR6BmcsRpuym+of3f}$2LBM-4m(LW{)-_V8ul-S`5`@36Mwtk z((MQKh4~%A5MN-vhLwLHepDrg#eMAlmah+ldAwTHW)Skke>2?wL3vcm8A|xv*N6L~ zI9_%4^4F`5S%Q8cKM6zrmCDaO>>HT0iTC$zYfHlDF{PkSX#a%a|34^y!rcEe%+5F7 z_geSE<&GYlPoVz3w>8e`@9yNBCENhVugtv3v-Fzid|y z@ivWz^&y^Vk9A0&Ytrw3{QhD&_lJbRev!Ymn%)a1q)n35rt>$#V4rwCTswGMR9Jd8 z*bnB@2*Y@WV)|IQ5&0)p&fXg%4ElupsC8aEw!6`ME+2-O{(V^37S<@=8}t+BQ@8Sg z(5dS_ZclXwp3XM*O9OtOKGi+y-lwTR^gc57UvE3v(|P(#kViYr_Yd{c1+EhYtb=l# z|3|Zm44({N@K=OqbWW_Vx(4H+{eN6)CR2Sz^gR;vw}c_SM1ROIyT3&k_5(;i!z{n` zF|T3Uu?Pi-ACbOKadV}fNksyGvHqv$ALQ*m-vD`;iup?z%2EEGUP+zm{4EarKhpc@ z_vAqBciq7rP+o+=o{@gSps&a;R?gyw&okWuwX0R&{shK%pHoJk>ou$r@(k#_shB9i;_-$jGM?!p-+(`-_K0D9BK$)l_MqA&`5Fm3F@G8m!}$%$gRo>6 z)o+|8vvb6br}8(6zDBQClgi9Q-}k}(8odkj?5ghYd{^Tk#Y^iKRfB$^d>X^bdcX4; z2KqqwUfK72&oMmyY%KQ~H|~`g)W`n5%G`@}*-#DnMU)4_Ox|BLU$6P}tA*!}zE0nM z>F4$nP#^jCb)W06L~Vbrk6#n-ypyn2=KA>ceww^{sRGQO#%uOBEO@gV%29sbUZ0C9 zoDnI7Y0%}t@P8Q`?}uOUlAgy_zJFDzg3B&t38J9b{A>---J1OXI)#fc<`8&)ELgw5?5hlHW^A zqw#*7&pe?l`9Ug##{2bmL+th75~%MY);Gf7Kk)wv49_Nc6NY#W`~N-pZoF-nj^am# z&+J-zBvy2v8{>`Nh#_7<`hUN^;;5652jw{5Kg%U$TD~sk>*t@dhZ9<3lVNwtoEW?WJRS!4l$Cr0=iK zlKDHHlmR_BpTDVpbLKo1y+?xb`TMRc&Le1zyb|f(-#;0blQZhz{c5!D)~R_BuL_-k ze>lI^N{2Y5ZHYiX%A-wvO-OCqU(gqnf1A~nPs{Tn`1;fqwQk^>we!Fpa6H0b@5rCF zx)c8y3;g+d!Z4km3MDj~p4~B?0R4;GGtBB=%VAm z(_;AwWqR%$yfr$P#n(dFdA-}@Wkv6WV13!VePKf{iSCbx<2NB;*zdF}2mgZnrE(T8 z3*{_~Ms4V{0r-vlkej*vLiCYH7+It&Arq__gkslU-RpMDWf4DK{zU|Wm&jA z@K1cdNGOLG^aso3|4Z$;@sK;LzkS5=Bn_XA4u-$kKcM94{t$DSZ6cO?Qg|_)BrTF6?mF-G4{)Ag;e1em->@QOVyM5fX;; zdK|CAFFDiCBWAPwq>wP2w;+EAgTHQvJ6)vtDXKfA$n1L}NAGb974?)4ZU0dU{sQ|~ zTp(d?za|>u8S($agoJ@U@%qIu@3Tek*=zEP7)(w$nz*F=BZW26>6|IYK2D z#kKd^9qULAp%zJs+g6 z(~{$pG6!q|`=R=Nnu$;E?+1Da=k7WyyV4T&BS>#&sV74xFO*{MI|w@;%e`lZ@<;9|qlW1!E-?=GYAF37f~KsnkUVTiY|ewQg* z*I0~Q1@|xQ#QMgtHs)`Hgkk?E&bKoR{6>CIIlQNf{2~nJWys$yJGL!NZT<=IHu~c( zPnyo9m?pt|h`xfBzt;QbvGrBh)h?@V;vYM>|AYMLrgkfDL0BoASK)d=7|M~qgu#Ar zK7`r+Tu2z!zjo!2-$(kW9Q*-cyU42#OuT_#G(KTEUlDeTvDlH^C!NLr!fqMa=l{Mi zgZGtC{%Wgz*5qgAgMMOr!dxHK9w~L{AQ=k!g7grEd<^nO?Tz11TcbM){fVE1!QQaG zy824F~R@3A6mAP(AP3-^o47K|fI+)T`V> zva7Ff{U^-nCCuIv6lzGHRDIK{2I41q-h9Q51 z@}qKCZ;@XN$NfKivOQ+!mqLw|mAOOXd%*gR{Lpy3U_gZCSEXxsA4jOU_oR~C)I#=u zCZXo-lG2JyM_8|spPCsxFa9?q7wi$~(QN&t5H~**^b_Nc9uBw9ZSGkN{6qQnc&tBN z{)9T*kHGbUu)+u8Ct+xh{AG9n*(+-=pz*Xi=F2bH^oaXk!XO{iN39LEaav>R*!@nS z*1jr(^@$z9{!w4FVk8W$D&xSvBK-{0eK8?ns89Xfxv)kR&XedpEuj`-h-c8A8K(Q_ zLhTL_yXN%00qZO3m$uzm)5(c5!2Xec+8dN3qP;}lqeuB^$Ec^=uTcVe`ik{~FsvUq zzIOVoaviy0^7KBeu;=V)u{&1I<^HzkvOwpMUXHNeLjDu(NZ$hx5{7sg`(yR5w#Tr4 zq4FKi7u-;~3;K%u=^57Y-R-;R`xYqAUWU_Sj@(iN|BU?X_5F&K)6n^xp57Aoe+>!| z`CpuGZ=3P58-~sX`_~Z9k1+T(w}J zkG-4U26$BW;`Xewv(w{|CSO6nalAga2b;|Hv6h=h{q=ckFA?!q8sZ6*N1yr|6I=#N zf_xy3r`yMCgKAbJ*ekZz)qi}YwMH52>z$Zh!Vq7j|BK=LC-z?q{wSm!o-N_@FNX6r zj7O+Hn9tyL<)N5=6SDI8#2>;CkKy{w= z^2<~|=gPj)sV(rH4cb$`MKY%*IUIrc;duSxbnIQnTFb5?eP)=xw0y_^A8gy-XILvPW_kRYbHx&h2X2JOx^3$Mf`i-e`JHUE~;~CzymX_b5 z!tNso4eu4)+oZP|)-Nm{FwjqXnCk-YAE=K5Ze2cYbZaq;kMkK&@^X35`zPRk#Q91g z!}R?MhWUES%5_-(*dG2bfb$v9(mnjncoXn1Xuks`)q2==u!DRe@_*ngx6~a+27`Q& zo`KN=tzNWlgnT!)ANY9q(mwSgVZFoki{Z|s4}@jMl0FiK_=Wnz_TVjOeCp4M_-C}l z^Fzf`C+_czmi(A8KKYu;QfhCsY>C^v)>G_$osclhAL%2^;|n9f%AU;$r(pd;{Ui+Q z6^?Iob?$`iBhJA5seO6N%$*r$p&a8iBf`^ZK7>L3=wAtgKgRaP-JOb!s}F$u`ibq? z*nY@yt-LfiPrUmt2K_*PO68F6L49TQ>At(r*eSegzpbWxeKx+jsSIi39`#n(rZ#S=~MzW?z*9IMnU2+RZjgZevYqDS1u@=%sf z5)N{lZnw7KH~4pyA7QXZs(+^R;`&_C`_vP}^BZ(K?XCSw(f)8jI~*#Z(++o|_?YU0 zeW3m^e3Ilv7~)ZsAM3xI^c%hwd;U>I2arF~Gx(Cu>H%TRa6bd>Yw-1kkum#6fqYS3 zgn@t9A7QZXcJ+DwV({&dF?~)-fWD!833L5onC(XgznLBFWfl+juTj5-j8opT$*4so zf#@4DuJ)$I=i$IV}X8boVYP{&*!3Xpa`7y#}z<*zK+Mqtpk1(fi#IB5w zdZlam{70&~KM85v0R9E_ZKSr+I&XDp$k(GjFub1DKf=&I>IcJYzcSMO=h_Uus&kEZ;2SzQ{jhzGkNhSK>p$|#^6u>8xAiA*d5k(ISN>*U zci<0>H!43#=C5Tq=dabg+V8I~*YbFIbhX8?bA``feB>u#$md}H)+c5Tm3W~E|EEO# zuzr&`K2NO`_NzF5!n}XN&_D8nFqh|;-ahgn4@2R+2gkFK4SZidL=ECq^rtrKEZ59k z`3&MaLoq*W9%Ve7r2PcqJB)7#1OJgeTP@S*t9rZm__mu@C<~rM!F$X|A7S=>w9vL# z;`To97ucVjU+t564^jRb<7K-8 z(y_^ITi|>S^_?*IU)0C3+TTV`R8jzWAiZPtKA6v}?GNh@#?OSoe_;O%)A#s<<2wEQ zQk*36&&bblU4tT`CYW_HW7xjFaM00oC`bDrx5(3M{nZXUz8SaF|ImRAR{twU4EjX< z`LueRU0Tw~m*^YkAG`Zxt_zfl@5>1Z!+j;BpD@T1=T8{oH^S#9p16}>2>uP{Gk(WJ zpSCn#p5G@7`w8@~teox7#_zwd;K2J5uxIi8bs=H+9wX`>VII#gOy2_$PLQ?Ec6eaL zzCS3O;8mj?Kgh3w2FNUkgz9xhp{UedI2lg+hZ-gQKK>H&M=M%^eR{tRJ zbE0hbkl<-!;JrmGpE%;?>0K@h!9U=7z%YFeM@Sg>iTzKyu*7a$ZkO1rt$F~nM?KN937v_udwtpKkrEqdH%#X@j(vA0w z6n#$#`*)BC9lb(p2H)>FNRRQ}zHb=2UnX?W(U&N`^irO!*ABy%3+V@Aw|nT>lS~HROqNVUDB(EE4xoBbUa@EdijnCuzx`PV3@@>j$a4* zWdE5B_KNgRwz70S|8SK2F|t3xpdUD&$&ZF_9}x2z;!pH9Q;H={tgosEdqDpfJf5@L{b_!1;e){nEf7%{{Ytv05c>cgCTDE!blV0Gz(Y~Foov2uA`v&-l{=%um ze8%gTTDb3y^gGoB7TpayBE$0Y&YklgEKUCplvE64qnglpvLNI#s@pDo>4ExIp-`53}*o{#!Nn7!{Mbk0Z}xIac7 z{0-U{VThNIKdju5=EE?(kHFgV^PlNoq))n;B!EB0`4Z;-e)`w9g_Y|dj?fB4}0nb6+h-VFI`7d&@=)F(e zKNIHb!K`H;uYMZh4c{NY^Q2jEsR_dao#4G69Dml8Ux^c=QotXeeY#hdu~k)V1dNaNG25cTUg{Emk5|YrJ1>}RE79`2)Tnj` zeMfy`nAw|0!yT6l-ym2ou|H2ugRt`NKENNGKVhDq_p~Tc>Gn<=?l<6gp6<2j?$M9H z9{P&c7te5yKc%KKLBBBm^E{t7;neaaaNkyZpIk^7=7;*n%2~dH;eoUsc>eHBKA4ot z^PzJVJ@r2QL5;^(a~itb{XHZS_>cUW+wsfz{?oRBKSKKF4sX5udY$M!fIDLP2t)hK ze=)2N%m2k7ADrJ@|FnedL1RHb(7p-t^?z=_o4?x&qF}z__sNBGcdwau<=dnVJ*oY? z3GR!{a`!`gfb`AVcIZmfwrO1d=OtEIj?_zl{!sq&N*}CjD^&&mjr7k?o0vM~)Mv{y5oBOzJE)*C{%=o zB2i{TR)p-R4;dLzs3;i;QT8ZgW~3CARPT4BLNc;a8HE%ow4{teOXGLm?{n_`^854o zxc7DM+4tP}y1yZ*WavmZAA$J-nFrbgKT;y=b0 z!Vr%!A0W)<>kQL*;e_R_Keifbiq6j=y(`wf)acuP2Vh&VJ_!STCVyk_Z|r}?uFmdt z<n98|dsrEGDD0x-FdolWwj1?Xck2wy*Rj6ayfe=3i$^K- zmJSy8M;P>r{1JwH9Q~2ir~7#cZm!OI^s3JBcuW}bX_TK^sIP9l`$BFn?pwxY1&m!P zr$O^2!ayJ9uY_TKC%zw=z{*dMy%6T>gM`6fQ9kYgrbaV@bzwe${k!kdEzI4o0p|%( z-tI+#=1T_0gMZ@q%P`AF-M`K0-MREE#1s79L&Y^+Ygq{B1MS;m)B?ZAzP9pT7#?FZ zr2n25Fn&}0jk+bnB$^;ULi_hd(SIX);0;= zus(t96XyEyEO#~Adh-FtUPJH8S6iKic#Zsdz3x=e^_>Nj8;b3LFxWH31Hxc`|6o|} z{s+T&hWzdV8ao^*wa{aAI|F+xu=LpcBzL+0xiN!_z3RFNp$S=c8f8Lv>{cs$&9mXG|*L(8` z*%$qH$j>DEW0>xXCV0nnSkP(L8t4!8z>UnrNkDuOkn=1`8ME`F``K;AD6%x@Q z7{*s@f9?FVv~}m)K;NjpwM&jZ%R1@^_HQhvm#{)tI#0uJclLd0;MSv!17SXk_Pw^; zz-QRh9$;T6&vhfV4qp(SA#;KJeO<;63lo(}*ndTO*I(TH-&YsWdm1?25eE7Eix-lA zQaR`g;{p3Vi1=gWf&XHjf3fmt;&*-ZfuXT}+aW*3d~t(nH^p9NRS@q6iuq^wB&~Nd zO!s{f2y^+da=NdWuwnm}Nf}$W!1#so-B4_pHsIVJhzEpQthZG+CBS?U$CC|++4E7mEZKf3ZGc7%$M?3G?yC$IP^++mfB!-+UIGPujS;nU60%ab|orH^bW~KVWzT&DS<%zDrN_83*!4 z{t1J8Txc(7|ym!9x`6WZgJHCyE8O6v3RY|9gEJ?HyruwI1x5LS$!`hFvG z7L0!Jjn9w${K94w!u#`#KfkP1xnBnD;`!y)ou&7m6?NzJw_Z9txA*rKiodD7ZSHgH zDlXTs^QsBkJPn2mR-J?WFx20+t5M|x&WYZ;$M`@P=8q_U|FJ_&EtiS*FOgq{nZNn3 z?iivOB--Cc`|@9(Y4%xC^glOjKS2HR@8{>9ary#|Z1l=Dje-0P$790KAIc-3R4r@k zQBizAe`A=fKLyl=b>ADS!_UJJR;Bx&3EO)bMOSrq;PGbrmF~*Dd+dh&P^5py2%mZ* zGhaCGi1BmB)nPA=Reyzej`=QO*x$weS@}`ok72exyd$kXIcjx3IRA?6@6=gwNqGJt z@Q?iLe7k(*%kr^+(H?fmB<;6t@__RwC?AHM==)td8`flgR|9#W{C61~x|)5>uESzh zAA(zNwILucq;J>0;$Od|ro(wN%pVAYePI6#v;F5?sSO)5KHGvlQu{wnn{A!l%<0)} z??3h0q(9)Vn6DCsd=b|V8Fr)i#p>5lf2^FX?=sBJFYb0zYP|o(1I90;Z}-DhdriL8 z0zK$ogke0#_(&MmKmNfGuhE~W9OVB`dyrovf4j49ckk3$^xhBJ_nt0MSB~h2>dczHz)`xAKSalFH-kM9?aKJpZjz_==bmL!snm+%=|Jtt=-Gl&lqO&hkavCCl+2S zhyIbCeYPt00cqBdKcPJ^Oz+1f5C(gq`m-|DJUx5^@_Ur$zW1uxqu=y``=H40eydTQ zqa`Qs_`QFBe%!FI3Glx_98U>Dd_a39%=cUN7yVcwTlF29%Wuut>CF7Ur2c3yz6!cfvb!)8Q3VaShBpMl4u@|P(Og!>1$p2_fh_C1zE z{HFd0zx)^T^)C9J=huP9JoN|laN+CqK{A69O4c0Y^Z%ehz1PVp2*5t|#p4TM&_AvR z5r+2Bo`dXF^DZCh$Ne$rMzHq90A)CTjQTk!uQbeX2*dPmP0kg#87pXLdQU^gM5mF!%T10l9jgH!1>ssQ+Mx z%$n>M67U{7$~SoT?jJjQOau8)d3?juw#3oO^nZ|qBM&DIv3CCs`3v%YKuM@5dstKRV3zkzw|CT-I{8TwEWJC;G?ndGAxVZ|VsD zBS!x|?iQ9(p=%85e^gHR7x8~$%hkw?+Jk)jIFa;NvtwUv(5JE3o(RMISMP5O`4Y}2 zPuhkxdwSWx_<;1DbX#(9QneJUKTK z-t4{q4ajetxIe-W4{*Lk803NSBFye%C4|h_bYn|FG{}$2T?~Z6ltnPU;&>Z^82khE z!!X^~NC)ONr7&>hIK&2m4dbn1DX8 zK4I7|K>ki`%eXmDAs_g``SGdXu~PaqL3}=S>V|W4-Jee2??~UNdwFAR0_^4T8GblM z?uf)Ph*wyCI)6;E%jR!z-VobA{Zn_r0J}GkA0fYIjONMuNw&iND3+g@vcXg%RTuuJ zgZT)ZQq z@yl>EqX*lE{R!$nw&yKPt!}_S(VyXZe$~m%FdiWN=k#iG-URf9{1D?0!)*WW+-k`p zebW}uH+~b{veq=9hxDEA zdE}s3N-f{dKCdtQY1-t^*Q3wdt6%wXwhrb4$S=bzpE$qt*o9L=uYmnxes=!r^?k9IjhjKNj{E|G{vc9r>ejz8}c22kDbA*e{Nk5ur7Too_GV`ippCrGD^? z=sajYvAh{(`FiA@eJ_rOPXYTweG&$HMR`R&e>g0a|`+)pWo)_;($Q>EF3D$>D z9v6T59&z8+72+p;AEg<*wwv5An9pOpjq15P!q9gh{J&(Hm_LS1$$tpLdN#&KhS~Zc ztIy7lM8#KIen>sb_tT<2FH2r`A&|%8=-AIgk2m%O`C>jz80KT>9}KhnEBg7xv3+$8 z!~3VG<Vbf)nFg`Fcdmps|w&j5)~XLopYRdCY!&49=e+zcIJ8w!qEL;wGj z!~PVt|9s~Ahl|hfcpOvzan&}j2Jk18Z%m`-a^*RSupW={yW|xU`uWZuXb|QIjOqs}C#e+SVf-hAm!F&Yi5w;Xa?k(I0`TYQ~|1nJOJtq(b`Cxn@ z%+KEw=KKGNUXSH_E-U5p!NhE*w0Xgz_eYT4#9xk`gVWbav3&iCVqSKyx1#^mVEL6x zceb7JErIzO=5K^yJVJS0xx98@eqAW+$D@1*Lwu$3^lLH2#%Cd)#r4uFh(Vt?zab3o zhhqM5CF5w%X*CicPqe42GYe(6MtoGRmTnTugW*VNhrcoWulVWT82tb0-x$v8xc!4K z)A&g3!Te&--{o-M5cy^029$3wyqd-%!Vupv-yjU~`3J*zgySJAHzIpr?NySzlO&XX zyEe||_L`*m<;dQvl6*Za$>d{3&b-+WKT$tP*II>nGEUGx;%lSc{X8cf1nXUdcXn(W zbxjTK)1v=f+p8M>u6-%QGt|$ueRZYODDv%suyK68azj1BML2#jU;n-_dFYn2SE6A3 zBTa073`a?f`Wpki=6_?@KSuwd`XE2_ABGM7A78VQx=pyTj|Jm5c&;puMF%QPeqhUX|PHtseWVx=pWx?=fFsn4M>2nB7k$ z4DBI3w-QQkxo!@D_=)zFzUSe$ns002d??yu`opg2GZ(E=tfTt3XB$8FJa7j1Lw_dB z=SO!monyn}MehS5e|Nemp^4kKf>oA@p zJ@>Aj(_C5`$@9ky=?#Ky3L`r7r1@~h@R>eqSBv<=`WerQrne>cgY_P?myAMp$DaCT zFur2{3^V`FX!M$USx)pmFUo^3_&2t9-)h)qzY|t4|3!U1(Ai&Z*k==*hr; zEGN4}rUK$AmOn1uBpEPgGth(lKmMe9Z+7ew7|*dhbLzC?a}zAVpV5B_|F3-I?e&W% z`@#KSl;;zh9PJPj3$QQr|0lQQ)xLf10Qm>D_vE=|&-_)JVLU;4pES%>Eg2BW^NTFW zhe|_LH*k6h^ZX)fw^mHo-_BrP7{3X_eSf4s>!!;4if1|y4^cl^cRt?N`D&D%upiO&+- zJHzkry|M(tFrMN10%70>`DZwbwf`g6s(AP?g>S@9jzinqtfW2M{&M1-GDA{D?-wJ# zIrm+*8Wbk+eD!IB+m-ZF8{m96^8Ylxp|bi%5zjZDDO~hF-){!Yhq3&b$Ltg7Qp+LU zqyC4zqT9ALC{$FplZty7_4fNQE?T;|`A69;x`hWd- zlIw!4`(VD<8|x#6^-zrOR1Wrx{+n<8RH?_J2MUX*zx@54O0UO$hV#NmZ+?1_nu4VS ztX~<5+at{Fn=r%=tp7&+@e$iaqW=vMHnHp%6FUjwKl;ZT#9%Mj|C=jLBi^J)LA*ox z7RXq%r5w1=^Vfp$c@eR8@!UTOcJ_IF%Ii2^|0sBLIpn0F572|-J7E~_Fn$o0V(-PU z`s}@ig10J@cJH!<{15$`FpQ6=kAnKDlpD)8!TJ;Gqwum$#f*-h`Td5%8{5tuS#JgV z56I73v-FVeJMtku>x<>Z@JCu7Ck+0H`XJ2Dw-N?GQkpLwv;c2}3@H{TEG`Ki8nkQn>#xR?H8>?`gk)F!(dhR~Tmd!$qN;_O3hj1@zko zzc1^5b(!W(SYM(3nl;t@PY#FidIgpvhV^SauTq2<{2%!t%=0ORnSZkSEMF~_HT-s0 zcL&I;MBF}Mun&}9v6}w=;E4`kKd5hprxO3gMjOvJjsFe(p?-@8OHVeFNmocCc^6Mt zJ+~t~57tAG|Kjaat3$sALwrQ}eHi?M30@&d!xARn~%kBL?no?lc0d87UbL;i&NCCu}e zvVOx4v<#TZ=YQp!<||m))_{CbU*(5p&%Ac27k?k2JV`HaokAL4|1YnrYpfok0se&J zUxl3ODz7E?`FL2NziOLvPtkiHRBqe2p{>LR@)@M3Vs(kkww^)o9w6$oB4$_r&ZY|? zej~1w^H93yc^Tpd+DE0;k!RD+Jc9LL#c-mbz1GdWB||q zKA-wxe;wxMY=7bNOS#O-rJ=GB#7|Y9ZjB}DC1HOX?U`W~-w8uLhx{|l&MQ?NI&(Tr zdmFTm@rbZY7RmEV$CFCk=2Stxg!D1Y=KEg;y!jxN9mn&FFTXoV)f9b#^%m4e^}4DK zIyKjUAJkX%hWG^FrFfP)r9H&)`aTq@}+%eK7;RZzko2FW-joo5~S`{UU$g<3he9{+h$>>qjT&r%{)Upd82NA1PZG_0Dhr{i6PAyX5$_ z>P&_G7Nobz z;h{Yf?qEaw)(!Hzbo!huoPWppI>YRKW8IL=X7|&DvU>DAVSfIWFr42(`PJ>xp4P=- zF^^}2VSgFrT_>0)@$l^)zW-TQxU}9m;Jlm%*;ifV&1VCeDtZ1>R~vdZr_%|(-urXJ z$!m){S@HQ6VUQ2X^XH;1o1{K`2m2$OY0~j%ohIbdI9~jGVXXA+_!fvyNYBrTq2CWat;oY=ge8&D8#+hwa z-?A0*Yow1b(2MeJsJ&RQ)+Gsy8||^N|GPgY<~oAC;rETheLcf_hroD(^&9gv52Q*Y z^LXF*a*k@GfdAn2IpIl-sas2C1LSevgM@z=Gx!2M=w0) z?GXn1LH=1e+fV+ZY8v(D{w0Xls9(YmKXATF8205~fMGxGmu`fESI z!c2%q^Tqlj4EAFB53VEsqjJa}Fg_CI>wSdzeQj2s zK^xfDNO6CJA>QHo1jF?Hc>-a`zfm8od^PdY65W5e+Q<{Y57O6?p{+k>q$6O|2Vt;R z>OVJdNAuDj+gQxuIOGGJ^Ec^5tSckI+Im|B3V8R%zeW#Tk7d zUL!rNW>?GYD)o4NOc>S|P#+A35k0Nz6O8-DserwrzY*s4)|%q7&FlC9em|%+C06#t zy|X+Xv}UMv{JACw`X_p_0VVK2Nj_Loj0;#Aj8%&1P zf&8hzn}eVGs~rM+wZ;D0UMi%(rcWu(?*&qbVf+-w8-a9g+?AEf%$dFgGW&CD%)fR~ z{XqQ_hWQ@0&&t=4yks6|{Jb1^74&T(?vF6EC!W6xSULUQf?=RX>`#IYdh@o~*_$Odt)ZO0Crt0V38)4h^##D$0*g-wI8us-z~nu>Ep@ zqEFY3UOuAtx6$4dUuy42T%-W!1;pob1Prgk{Q!nxyuf%s<*=TI{zMq^3A8u%eLUF% zVX$A+FJZ8kfBJ{>#s6Too+nWJ*u&ZG@h-N0DNxeTk=}myeg`FLUrE0%-fvMo*cZx= zFpRf^SIxGz*B0H^MtLYjZ2jo8YA5I)<)_?ZV{TJYAm{`8SN5-M-cWiB^e-M?1%$!= z^u_kXumheqX62Bdi03ODAI1EXVaPxKZJ)(E zw=QVHdb9Zc1jDfYiT=mRX+4&ebNNy^ z>qDroj&e2;$D^kJeMo=Dp7E#h-iY2WMt|?P^^N=FL%YFW3FjRv-7@Paj3USa#4lw#iBY^i4dpBHqR(3Z75$_eZr+anD2i~8&IReo^?XVLx) z(yOLx)w5hdhV5?%)CSqCH{5WMplus^~O?+9D^4?n(Cv>z@WPX%g- z@*8soBPvhR ziJEX;{xtE^dCnWp^{21G{Wqkq^FECh6G_qf73#lpOy_Okk<%bQ#qus)XBIYIe*p6p zlt&k@ZV!JPKF0D_L6;lbj5C%;LVk+%yB7FMdfVBu`(FYL$=#`=Exf@#P`(;t7r%E` z-3t20c%`xPkn7#v1>IctzFN8~ z9Q+6EmoWIFc>c=Dxj%HvU*L2<+YsUz>bJW}4|DCr$_~$nzwY|JM+OOpgMO%d!|3rk zQgsl&9mMgaJ7Q=L`R#tnH8l3r7H;p_bNBiv8$9LXq4t~5+;_LCz@AWk+VvX;pWY_A zkB9crLq{)Nt6#Fr1>FA>FdRhf_dJ^2@V)5+%O?fBdbe2R+K%V?>ouxl@#Uxi(4MiF zKEhy6nBNeF`7rtmD`)v3E2sS{L9a_b)vkyUjit$o+%FyAr8XiDA!1{Wg6EAijCk^of>+5Yv-kW&h z6pv4O>7U{rR1SmvCj4ICe&nMJi~A6N48`)(_xnBK_QiNkpZ*#1hw0uUVEjS;^ve%V z8Gkho=%MewjhDOn!JfCT-{SXUaGvOY9w_hLk~@A&ZR`a6BY(Xo+#XkYEf_G`XYUuE znp?v3pnq)NKylT@aXB6k?@>MmLr=7{?QsVA;`au2Mo9yGQeZqMyt-`2rh~q4KLE!I zgELE?{)rU5?}+Ugs?6Uqf4&d+BbGBv@BIi2FFiHcbz&CKYc1yAF!AD2v!B|KZ=gI0 zgFPTUh8f!~Jug*)^XY_(59ke9BQ0}QG6%m$4EAaNH-_^W;`981KG|v4cbIj7`a?W=pPKzeL_~w&KnE*))@WpzperKW`A*igu(x?eIv^o%kry4 z@3El1j801m-kSA+`4h$qhFLy981fU8Uq2<~@Uz!k3 zZUX(7j}wOYBYw|>m(L^lvvQ+G=?1u}CpP1j7n(qCf z@>3S{f!~{2hX?oTDti9}`88cOB4?fUF*x6W_HDW{$3JmMIoq!g3>{~u zuzrs15Bl=o?0fFhdA>II&d23;x4*;wKk_rgr2W{r&Rw{F4>27jJx0zJ_B%0OXPEA5 z3WfyfOHcjn3h^1`J>>O?LI2&12m3|)9MbM$J$Pq3&@WzZ7Z3*e#OGremZkjxh9SSf zcsEow??25cCOm&0YE-^-LY(OSo{3oBgu%X$-=X7#qqgW|v;9lK&}pfYjoo&_ek_%@ zCrOXL;VVP;YX!qJ9@@=&76JLlKyiD7A)iBgWSH&`3CvXNhB*%_1%E>Mn=56uNW8Fw z@f7XVd}{sFrhe**h18$9!1}Hp_LL&q2IHeKJh<_XG?(Q2WDAnw;y>Pqcr5;|*cp2lFL{ z>AaA@s%t^llhfN^eu({Bxx_Tf4HMlrM}7%IyhQz5Z7A8C7ye8|AeAT955ohb=zAm&yMKgMAUb)IZB_tpfL7 zk}A8z{m&})h+@H-t)LIo*9aHKt|?`wVZ9LbO_;s!A|MRTNcH!2 zaLq-6`v+n0Kde7eUaRlQW1{~xqdkmNwR@E+`vcBXQn``a2>SGjJVp?&0sVP+rWv=41w73u-< zrESe6L!6Xh`;G3?h+`FCwK`rB?J_Dz-m)=i|9?pAsNH_y zUiyB^BqyFPPH|baJaYY6h;JCLr_NQe$WxoZ?TukNza*G8c}nrLY)9B{#rCJ|+AahOF!!Gs${HoZay#>UXojWC zx>MPmpncTu49ELUXB#TOzEGbtTwIz~M{0q*Q64i^&FuB1u8imZGdASjYcrbw^kDyX z$`*RtQ?A4PNWv;N9VZW+3i}b5|Jfmi`X~=O-NdeUCd&hTQ^fwna2Ca1!aP5)TfBLM ziL3|A4{S>&JyPT!?n{Dx^wPzw%vcJ99u7(9e88JVlQ*p zUq$e+%_DJNm((4$~ZX{9u^n(~kYO3;u+S0C^z&j)(sQzG@Y{2ZsLZ zm=YWlZj)x0AY}sRa6P7uzRc;79yE04oQ7K>4%!^C-V!*n{Lt7}f{S{v2;8 z-mY%?-}=K`lk}eLHd!EFl=s|;_V9lu7oZRMom=EyR?|9#od*^W=IeKJKi4kVuChUv zt*_1N;C|Z5E|AM(UJo1nO(he+zA?Wc4DlcJKW}=WrM2lfh~Kz=#_%+9m<1K2?KhED4 zC_3lQi%5s~kNqv^6XxQ*eI)lcC+$-MTz5``_s_80X>vukY-`c|a>5s8E~)g?f&6la zSbt80yAVHwA>N@q5N7{x5G<69pE6+bT~7bPt6o2B8b$x#MR_fJXB_H$eJkX%`2FHe zkK!*!CxU$-KZJRFT&xxy_+Xbjyf=;UYVnAB;iZMy&_C{XG0eu(#UpQeKT=x5^I^ik z56Wk;-@V2=nPo8k>52JUoc=EFVL`LNq^>h|AF?=UY6J;H$6034fcrkP8h~_Y=6m`i+y%a4P)=~3YI*n8RZ?V z1@Q>=v7}<^^5PLuz%SN!?x5lLd7C=C&xrAeFuQ*%a8{nU^U~z^U|)yC{1FEG*#0+$ z`98{zm9zb8hUb$%5$5|ymmq#qg8{=o|Ixsw{J@zG(}LzbFsa znSH)@IG!YPmgdK<8Oh{@Cf_$hWmnj`S?A9 zvwf1XLFz5Vk5%i3Hx@tj0DngLuG;v~T>HQ!INy%(WmQ#6xZ#X=7_U)&tK%F7XrCMm z>uuORVdXOVe)Vg`S`8TkcE3a5x!{Rc#FT|_J_hT1X_>E!l+gg;p*?$TC^&w5hv@%d z*uK~4yC+&ZXoCKcU#|xlU6p&*zYKiezmKj{Sk~0USBfj9gMc+=TX+UOmh6` z&oXii`SZH4y@sz(cL07+-|M?Z6rR-C&-1VKhbEN- z&Y8>ehxJz-&J~@$4)Yake|?5-dz1SGpcngJUyvRdp>8K%M*gs&a6pM+e>JW@!r)K% zy^rGPnXHejWGX2etjaxRgDdN0`ot#KcA$hhTV2L^Znh8u6aS7;lT(a(#OVd*XZDu zp&j80k(i#1%`a02otO;vh4T@H*?Aj=>AbmsFrP2_jvHQFnl**JUn20Gdu~nIz26Yu z%*5?8%;G6wSntFBeNQDd^%*^g<4vwHyYx-fKwcJW~{d|m9o0DD7=O}4HK4&1NmoSWHxE{x_8;vKdKK(C1z{=Tr z3&V^)!Vo`@Uc!+7B7Ix@0zau8NaN?D{7hOF`4%7J`8{Ekv!q`?&qV`mgEoRa>x$_m z4EZn4zZrHWdbdi2ez=%9jOXK9RZ~qHMyWyXXfF&05`Barz9GF^mp+sA(X)s7F#7Yh zO)F39zYYZd#PNbK*N1;fwXX5%H>&QEC_lnbK1fV2Vc<{yZw&gz^K9(9`ae#e}LBD;fd}(U=PS|z?#mV z$H#d84{zMxbW3;_@(&zu0uaM~1ImLi-0!3BsXp7k*{*zOyysRmhz~fwBMjf;{tGK- z@q(4lruGT*d~f>}ONYZ}w}bppzJx&^$S+}#7y9$|n{9)?_A>8D{5^2*Y@Y?d=GixJjzmnvW+teQegNItTOlz|K9kd)?-}2aNW-^TM6}XC=14 z`YraqYpbc^g{lPL7yI9JzjN0x)!r~(pgswMy5uC&%Yd4_<7%$ zMVp~M`ul;jg@Ybv^@H&f`6Ued?MQ#1=8WrF&qU`J(4GiO(f>dMfnQrJy5=;%dv(ZP z(EPcL^P6g6zXAO*$ZcE8`iFDCKCr!@aOd~F;Zf}TvLL9w)85bzb0B_FIby!vP33$( z64Y>NtK&) z-$&wiZ`?jR6UKY0|9D@~*Mc9A|5AO#{5-|ck!8t&ulA|vQ2$45oO^FP^_<7IqooZu z=3SWy^8=IzVLl%?)_HvG+%FAa57^%^>zy9$>LH*XjCaR&jcIH5=*Q#1aqZQG&lE)O zA0oZST{T_$I%mRtZj8qaAEECVX8T#kuiI#xE&LAg6Zs*`^?m&9o-Je4Qj~fTKPQIE zb*$faQ!iwz=a7Oi5`CA8{=bL(hP;&@t~R5H+v6$4<}qfAx_~~h{FGkgkCXQfD6#XG zgr(Sgf|ai)`c93A88q5l4dUYpG5rj)^TUK8UZK7i77#zDR)2aMlKcYb!+3FO-OS%1 zk)roBMqqo0As@#0cKR@?W|A9%l83Mke}gsdBR|yINqP#_DF4P z{xse{VHgjPpR<*cD^6LID;5!bgn?h|KUCLbQT+5$_I|D)bk4!rRYn)&50XAY%W`hK z4XuRujPg6D7M7TNScQ?W6sKmyB$bHS~q~CzTVPMg6hzmqb6qY(0TtcK+l1DAmE!dpm=_ zV|(W}-kX%t!wKYv{6qu|{N)_6gU=@;4vpTv!eb5S2lVh{zw?~iR}{xdHsXI-?072>bEP}Uq^%fkUqlvJkJGz%cSsz(-7~m zoG{oYet#kH(cG<7VM^@$&xNEVlLgw3V7?;$zovk&63bUES{$&7D?0@77Qesfwd6#^ zmy@zV48Qi7la%5P@e}PmN-Dfrdesd$fBFxG_>B6B(z`NYeZUEjC(;*nv!JP~+*;T# zkQ3{lFdt8%$LUJFx7YyrGUhvkxjjYSoS<_3jV$ zit(8+mmguUKjbgQWz+qax~hDAJ!XTXjcnj}I8X9IOdrFglDq!FZjx^Q;A;GTrhw`L z{Zsxfhw;wjZw&WukUy#q_YZNsm@x2*@qo2AkK{!d;wQ?JVRn8p=2UuEdBsnN@96&w zM^pYz81e!UHv-~2qJ|!ww_CDyJ=poF;6Do)KBFd96+&>|Hs6K1&@*Sy~hTfw8 zUm?Ahv-Sn9*ssp+{|e%|eQc;PT+jQ9GpX9B_Og=m7dPyex%n+U@LwA-e}qBbIG-jA z-{X9XFz6feM^-otU7eunZP4EsOme+gEPo=sM{#rLxa^Yx*GJD!oIW0vrIG@+=X)Mo7>!1%pD zqrY!+w+mdpg0~}QC};Krc_2T+(W_2`=#S>{P3ZEvr*m>StXH9ZB`&C2a172zu=!cy zj_;bK3g2LS#PTcsLIyW07JqaVdaj;)^2FS#jh_d&8urQe(JC9BUnQybEA{Vx4CqC9C8;hQ_-VT*Z$GL3`w00P ze<1!~dr8MsC09w_;_KJfl*>zQj(n;P#&~qqEieAyZ(yLVi=_ zj@-#QQ^W83q#A5AkMjQn;~ny!I%{BLWcE_NKAXDOV43^o&Cnl}`-cQgKi3EH5zMzz z5yN>Ij8B9)f2l>rPozDL@%%cqR@plE=0vbZSF!&S2KyNFH-_~NJa0?ouzo|h;bij0 z5>pieDQm2c7{;s0zcJ|dz~5N*C5=z1SRe8ov}eM=AI{GSgFG=lGb|u`W0>ya3kXAe zLj7JJo>S<&?;zOQU~&J1A>YCL=SHv2=cFVaLjHmJxUqkqugq#2X$^)2OHagY3kCUM zK5?_QVbY@`ZIDl({L>_7X5Fvf3-YuPw}0#Hr?=q`?|{GS{f$AM7(b~T@^Orxgkd~F z`%WLEH-E;aR`55pU&1_oqz@{s-0$5E<0aLvj0kaT3-9QoXCUq`9Wjhgm;c5f&#`}F zkPprms6Oy#@lSaqtzWb9)wKW4+ApPijbS%Bf5xy8*&pGKLdFl$$IlnuzVtr&)zbu^ z&s5w$!|O@kgdrbCeG%sQCadp3`eyandgtv%nY&N!4~O|U>i5p?&3|$wm6gJ&{@tDm z)kaUog8pzlhcM6o?gm<@xSkx%@x9(7I$Q7Q2=jBy=k5*eGEVPn4)_n|uY|!rFrEF_v z@2}5&x-u!0k2m)>O^)tmu#T@M66X8=gh3zZKljfhE&s2~0p8a|ejcpN^LRORCLa$U zYFUrj?lKAZLHRzsFuP|&{ZT&NKAL;NY39z)vdPrmqbo*(VqV07KVp1+R5?TN^S_Sl zJrTj9mRgNZ$ESfl(7qpQWct?Go#X949vW_4bmTXTcQ`(0PK|yw#LN@?d5Bn^gn_@l ze`DYW^G{Zvt&cOzb-2?!#llvIhe!`$cu#`b$8v~Agaxi~ zr_a^EeMo8#F|2o@y=A@HATud;BIp~-vnLl0nYO~8ueW3eze;R&Ji+&Svy%(#qBd^@ zd&2e^e#>z7o_+cw5_o=*{VO^B_76+h*JNJ|f1&;fL;KiXj<#%rOj`jM8`76EBqn{= z+KGHUBFFvwlk8bp;NNJkPdhXkN5{$X`S;VVbCL(n{si$B+k2|F_pGy|=>8wJ_w>lX z%&dIT`}p|%v#w9}myT@W^MArnALae5r_`GL#rBX7p?(N+|9@r>x43SFD4tP!Hi}cL z4ixbD)3exH7u_0N$Vt({OYw6rJyP>l8iQgAJUW^;Kdo14{dEvX$KH=Lun2!t; z+dpB5SJ?lHSL>BGAPfyou4{O>($7 zk!$0*|Go5aTie!+zxOYACFLsB6z^G_3_@qW>Y{c$Qxv9dt1A9$=Kun?tV(Bf4&e@d5WI2`lST zKEp7(e@~dppM5`^=w;C7f znJ~Y?@u*NDv9CLXSiPW-ZRwtm1cJ0I{)#ji{Jv;dF~`a5Bs-x3D?(H`Dy*0NZ7Y>7;F^1pX`qztuP z&G~(ucYEzNte7Vc^BX+>N|^6AF--3z3yQj$Uwd1z9`a+fry{SFFUR$fg8h7yU(pHw zdrL2lf_RVeCd}=(D0JxaQIX@|d@q$pJG8x0Dg^sQeHK0Wt}#a9I>ayZ2f}b3g6dN_ zJ0H%WTxu-=RF$5M@w^@~0|1bVRlvfiFKANPKgefgoWYMpN90X;}>d04=Q8AHwadPaHVlDed1 zEtoH%{WDDe(-RPe@c{WRPhXxgwK5gjNBNhx=P9SXj0BANaK-WLh@?x?dHz#z+4E6< zKhga{%qJ_Qtk>=y_D8{i=&PLmv`fUxQurSEBMkDy_9~s*6_u>qp?@kz%=KOAbIa3T zTlBv)^Ygg;0o3*#2ip!IrTh5BYk<=i~+2y_#(yUZH%dv^vL!rY3_up?(==@s2RW6YQ^Q z;5hAPox^}0jGt8vDtpx%&4K=%Vt*kF@d)+JFuQ+E7}k7H{|vMH?+ml`pXx!K?=G+3 z4&yEAulk(w^$R^d!+Iv_zq)#I@8$Wn@|7enhS~jWhS~d4440FT7Tb?{a1=M6oP^0QBEl4~^)D-e>uJu-Zc>G@d3X$_26V z;6tlZeTMP-O|>CWc_zn84BnY;8J_&fH`Fk2t3ON^^_REh%Q zM}MjNP`s}~cRioa6Nd2(<-y9?e3398FY8L9wUre6K>mRK^mD+QarJ|z@%3@Suz!#8 z{^^5Azg%=beHgMLvStUk-%>iaIra=dw$=WF$2w{{z~ zD;ngB@+J)XJ%o3RJSp*8^nVAGUp-<4HXk4i<1yM}{jn#~T>_p%zC<`zx3_(QE$nZg zd>h8T9(dcn4~#Epe+?7XTOW$4{T~j!;C@H0ACHHPy*(VPe-v~5H}>6h!OUa}_yh9S zIAXBQf)!68p5T0eFwAE#o-{rWNgn)aAhb{Ah#|fqJx#}cnEUkX#K)(m3NOj z{RURf<{y7lwd}7sTf%uKjq&Tx%G;#@&%g5X`h@xUA%@v~ z$`;dJs?(OA;__^n+S{~yN-5Y2>Z@hnoVF>ihQWF+;Xo@dwfR~wUm<)dW#90PPr-lC z9$LPBG+ktz4E&-!xBNV`Y?_%a$RFu#-Rs&#)9nzfU+9VLmEo7PzDXG3D}LV^IeuDm zV>O>ow^kS?$_^>u^M%&x5AHjTzkvJq&%RJrd&)Vem(^hqm*(o;@=74)F=UZ$JOFVbRag>^)*Z`@PRMv>QeL%R>I! z-}dcV*vSRtN4R`aP|KYCFn%Dv?TGn$QhWO!l}pl#fIf^5guy<<-wP#_OPYK_I)XgJ zPi*_&fG5=eF~p&-4$_KGH82E%Cbl%5aG1$gf;p&j)Iax0(G4 zH*pY{xw?{}IPSq5NI1eE0jcu>UCD4`LYZr-=QLVRoKKD4%`C zb+3H|TfY;^S3DmU&_53B8R=1&dFK1Jxwdd04f|7Y9CNsr#bbyU;_*aC81zT=x5pP> z(y?Ug8A1ibO68;vg@het+j}0BrTK(Vp<#^a)=(43Kg97*sAx6xSEwKz^da8=6Dm4c z#crI^4f0`ZUol)DxEnPE04g@j=~Exzv|RLps?#^hEZ`~QbfY4P&tb%G@Mclf>& z!=OKGkIF&cC~qb2*829Tw;=yReJP#za$!f%UdW%2U&35IgkgNA@2@>yvGB$(C`WlI z<*ZVl6w$`c;|i4;7p0x;A^Jb+3sL;!nDPaNAwNL+l)LuuUGVBU)EAFGLgk)AqQ)0k zLw=3)Df@Z{Ww)M(a+II)t!v{YKFEVUksjsJ*$O-KR)T$CeHCT<+u4r`xxJ~p>-4Pa zq#H0_8!M)VFxa2vKR6QKj}fx^^nMJ-12A7=8155^-;3aw&J%DPM)uG8qxBeG9>VA) z`YQh)ru`40s%6-athuAv{)bT2>8973F;yUcO*mHg{l?wKwDgsIN{jq0?p?Rm1+eI3E|P`KyP>{X8nSlfGA% zU9UbdHV5isd+O$)ZZbPk!T$$|`5`Q4hvT16-Nxg;rqMnS?~q>geT!dg?4l3$f&Hr| z&2zOpJ{s2BFkTRb{0ZqH4C_&7zv@}DXE=?W2l*TNSLYmkS~dvdapx3m`2PaZ+qJ*mglx^bJYIJ#e>&XX(GdI#>Cu?iD)swu0N4x4k1(7+ zM|xN}3h%1b*;`ke6&@-2+dnuJ-r($Y=rp#I$&)(g;|v>X!K zKP!pOPoliEW~<#gblnr;1@c3f$3wypZ;(HR>!^RNV>4#A8sC8X`SktytG>fymB9YQ z`y)av#1PNXehEW77oUe`etCmPUi|MM;hxFIIhew0IX)Bat{qBR}|9j+_!N00I)5)a?;zCaVe)iEQ2^xoNRN(# zbo)z#0LcGP9y&L5WGf6Rxcqfqy4Aeuc7Wy2Lc*Xw`o7{z=-anzx&C#h&yI=jHW}h0 z>Vx5I(ueMxnc3I3FNX0MN zTOU;3RVX2P^klUj&ef^p`K6v><+?<9c257LWA#?t%>Cwm5n4{VS9+- zf6y_1WANA9fABhq>wjaQZ~H%(&dad&fgkiA>W{}ihUtAWRv-L>_(ghDSU$$+rS%4( z;Y4}!Lr+uK{8wnWFyQy2nRmE7818v6(9>$e-Mb`jmD63-`veQsSpS)y?Q**UN39QAJ1a541-k^;e6&kC_Gc z7qC4et>_a9TR%hnm16l2R{l!?euOQwa$}|KjynhT(ksKN!wW zpuDL*#3O2N;gqR8UTg&arTzmwES~n9$m6;3+m)?vUYr2?!}&vh<9B=JuMy41F~0TR zmOWB3r3&mD+aECULCq|U<9vJ>FthfnX}TwTkMW-{@Q>dQm}PocA$lIq?+3V)Mkve{ zy%$97Z9S7%KBqU(gZdZ{@cUPD;YyGXmB;&3Pn~%k;xo2qVm@cNl#vpTM<%J~;@yV@ zKz}%&AS_=){Fs_$ok=YH0Q9515Qh8-?U^ti&rGMTD||dj7WzYZnU?l<{<=AztrrMQ z+XEuAsvfLTn}9x1 zUWDQQ5ZK?KZHFh%QsMu97Y?d?IC6yUMxftDY=4A-9<(op={R@Rw13FZ74-{BDS5SWcGTBhWX}OBm#V-w)Zg zp*dj68}L8mpJCSjkh@vUn~u(8=W&D#v+;ni92-C3Y1vdAnM!UiLnnQ?`h0E_%wBN3 z8tUP&Gj`52$bXTZp-;Udii=}9`bbub%xkAC-;IFvF2dh0E}PYD9_W+4uRXm>-H`t;Kxl@T=O5;-%J)_Tb_e@H`I!HR z`@U$0GUS(NZ|2RH?NYa#g8T{R2ZUjKLw~T4FWGG}B7^-8OlYC@D%dbI5At=ShcN8N z5gzi`tw{bMe2?Ryg|El;+rQQVb`#5=Fwl?wY4OBn@W>tivHdxrMQzTp;@)o+^{G9} z$8lk|6f+dhlYA{d*B z=lhrT-4aT&Bx~8JELqx+NGVZvWeXv+ArV=!rG=EeLg_wHlBFyO2`P%Ck`hIQlnB3b z?>RHyPrv)$`!&xqbLQ-GW}dkYx6Q@>_k{LI7}g&+KZaR+8g>7iP1I}|Xvg_5%+~v( zp62Six()>TaXms9`ls35SM=}idf%zo0ga5?&5S9)i z|G?U5|BSs4{sYHj?K$M%+4~km|LB3W{+^MkZ2wR+Cc&!vtoi%c_c5X|U)@r(ofF~v zA{?LLBgF49Eyp~6XWfVV2iwQae6S`m_6DzSjXl&|t=l;V?vDtAz9D~EJDrCYG0gHQ z!fd}pG&Wpz+*467*waLbzA*e8&%20BKPwt(j~oyA0P4@UEnSr^JQx2TBgTty2k&ed zJ7Fut1C-zRkS#lB>-g|`-~{*P*aDX*r4D2d6HeB?{j~fy(2M#?81i+L4`CP&^@m~R zUnaJlxZY>oJ;-NJ9urFpyeDgRg!~2lCBrPAG`n0JUY4^1@?o?`3yq|o-PV~yd`EgM zjPpj#ztNrTe~B!7wM;^XCV_v)@dCVi!Z03U zE0cA#t{blN_-u9RPt)v0-9Ww=KM2G5ER0W+x_59;nv%x$M@5rtKg9j`GY`h6cEsEt zO$v)me$?dzj7RMk4KKWxiU9q<`AtfYt7z0Y3GzaECy$B>4*EO>_V-Y~Ca*cz%ku11 zg$`8DWVk!|Cx%r?-x=1W{wI5nUwZgYAFwa9&nZhE6rDOE{y$)x|CB7t6B*jyIDe-6 zTR5rhI34*sYPXg@?p&(V3;Z+YKh}zw+4a8zp+DpgVfbDd=_SnNWj$hiqQkGh&_Cvv z)>|94#he+**VESV(uv_3_j$d>x^Uo*Tbl}jz9|xYCk*}q$G6c+T)c8=0{9~wpWz;@ zF}F{f{U(MHqP@@`^4lhMVWd_`Ajli}VUs&wd)ezDaQ`l~=f?*2w#xu{qCBPz%e=Kf z`5Mo+rcbqZ8KpW3{2S`)^!vdQU&!+Iabqjtzgk$#4m zy)Y~y{uAc)Z(FC{7sF~_@cIVBY&}ny`y%l02dgxk>fyCVC_^2UCuR&DOncr(?5^m0=SxIWCR%~bE=TLbG^%-3f& zybbKWOO2gh6wUlMRPTKjPE!+SfA^(N~;q5 z2R*+7x<3r~ zkMugu?z?ix;K`gnP6{$_w>__d`5=8xqZhnf{BI+#H#n7~yH|P*0{?;Wg0S)w;{WU( zg#imQPV@TPY}ZL+EGh#bUgG$(*Iu?N8@-a}SF^X=yYT4e1!X^a-?{7N$ED_lu)arm zI-6H~PC6uF=jlYwR);zpIPL^}pDVFH=RlKPrRP6$|KR*p_jY)XyTEUxkKr5|-(`%= zmaE;if&CyoF7{s=KZJIL{29k{S+c{S8tVUa->-;amT$ZG=$nUp1+pmx{r5#EPG!HXuG;Z#+3*CXA2!KQ4%2eNOb`%-=s>ryTkxdJyyVo(o}? zZxdEx{?w%iE-O}y_}}w&VQ+^U_{+~FeVA+cCN1q)F|?!n=Uzw~d@O7#&p+p0+_&ga zR0HhCAU$($%vvhi@5t-#^GyjU$T37ebuye9I_}qSZyNaD>5H0%9{9)#k626{YY%FY+DM|r*!uc)sY4j_5=>Y2?f8M7WBE9H8UCF0n$g9=eKULjgjfm5#XOj zO619K741(E27iX@H`Y$~L5dh=_QNpUFCcO|zfMi0{ZIWKqo@3F-TsX_JYFna8X9&o zL|o6r`aEICe^7r2gS=6mOTWxFuB@BR?xPkF27clEmbum$&+>T*{uT9W*>cx1&rOs0 z`gU3Qq=?#1KJp7$J7KzyU$m?$E3of|K0N+<4l*iiATnjZjUC=+|@4DiPE4@5I0V93uzWnaHw)i>ESJqpvsu@;Yz~kxq{DT`hIHH{Xy1g{$BaTNH?jJ+`6K3CYiZ+~FAARbJ3+(@5e;Wr4 zka>0`1^gB28^f%=yzz+6O;g<*@OQXAU^tobm5nE3dnq034EBut+W5qN%Xmc<(7&D% z`z8$j4(ZugcUb1yTJe2vYY`wo} zU58lsGo zTdf{?Lj4!(5nG=rREBPdfb|a6V;GL0@d@+zLm23%{_uU+f5q|qXB_t%U)c}z8S`1f zkdNT=gt>jQ=jnSrk-s1lQ7U5%^TX%2b(9`Cf4?>8$508s2m?P+pIAHHmm(sp_?zh2 zHuhiQjMP$yhx9z*nPl(O4)Z~NZ#z2hPKl;I_-FJ7472k++fEpLQ}5m)|B}&H_Um)u z!tszFV!dQrOJj+x@jdPj0t_E(8{K#V^>egOhFLw1FwZ{%R^_=gwELuXi~0}n7@#4& zw3_D=0ejOXZ%@>N`J?{}c#>$Pq?rikL(#tw=JAB#V48ox`_MSkUgGbae+Z}u6wA_ma`@sIU&%L(k?UQoZPDIc4mg-aW+69o0BR_YXZu73fYAWb2&W|wc z51~HnsGSqu-NzH^YuI1l=FQVZ)d4U*K2KPwg8B~($;#d#(*pS?#_zye$?BdO<)9CG z68RGb{YL!={2A_%elZWe&q2I%c%ruarR(ZnC_mge-(}$A^WyVTNYBo&?p{~s#({kL zO8O%V`3}90?d-lx(aw{$>$1wk`#(tk&ZJlCA00A=d<*5hGdbP(wlD?yr}tmaJ`kcb zi=CGh?ffoU*x=;G_v3fvMc;D1&hM`j13=cox10PI!+tTIZ(;p?BY#8~{2%%g)_#Td>lj|% znjXF%&Dxp&A1tPgJ_{2&aw@#s$(X8TEmdA)=%`(8s7 zyemjM{-GY6525k*YRgaP=>qx90qh?!#DClWV(=Fu{)=HgxIPP}_hVaQ$d8FW>W}U_ z6w&j%p2FUz`;%BZ_y5!m^)R%j;G?svFPzxV*N23;KP3$GqP?*8NYdBflS4lwOb%8q zVEw&HS)Jmn2K+_-?;mLLOaNf`7S>1CMZ!y(oFXJxCRK)*0v9|`+q)~#ci zD$DPVJnf~g9}^1yUxNAVkuMJSQsMtA*!m!}^U6I3et2_wL%Y2`mN@bi=nu+^FwgH; zJ3B8PYIwgWN}&|u0op_8%mY7CdrQOpq{yGpXKH~@9~448mvCWBf?rTa7$5a5Y(i9T z^^fB3r;t9v;7@Qqgt>i&+0E~wt~^;{}^WV-H7Rzm1Uh5%Csl{9^rQC(D^&!^HJFU(Ggmwo$BWUzicG_ z=cvc@*rWseK3UOG?*O>6Hx}fH{U1HE^=I|*7Wh8AHQvhlySmF@`v+aH2h{(gIZuzL zs9$E^4~rOP^*O@uJw>bMx&5*B=hXkPNeZ2{&SWSAlm0V&owZ*%F{!bz0ro$TzQ`$e z+`ZOM(J-a{BiFTkvu@~GIFE|*irhM`w}E;rx8KOP+qK_5cU8=z{*Euo6RE9s0DVAz zeB8U-dzbwH?q3K)Jsai2Fk7z?2LFTeJAT=-`$>&5$X8H*7+yi~E9#kbTETa*e?b34 z82mlTD|$@I=!gORfF6ARgwB`1kv*@%eh%u_$^NTPEi^0v`@;GN!VDCuZ zsRagZ58m_udeL7IhVfcqh(GlF^ECNMg{#5;Q9EMJuhVmOb&a$Wf3Jc3W|;0X5S?C9 z<8$tw0>oz{i9Qnse)j$^2K&SQsU6N^;`oFio*+NYNS!-Bw$h#FgJrb2}(1-Sa_Pj-Oy+t16bI7l=N!q8rWr^!U*#9}rQMz*` zegykM`JNl`BJS=LWw2+Y=bUYzo7aXhzz=#JG0&IJB~(-y`PIYst{4x`UAN57^?C~X zf%JUSwSLA{KViN|&pE`9k5m7M`S%~^e)rMH_58u>Jq)w+>x997pnkG;R!<}h{KEOf z=)D-dspA;lVkK+PGKADU*P;1{zml1supLxuc!q1ApNnLom(y( zX$SQiq&HS~(?T1$D=Jm=eyrurP`kWE;6HIZ!hF3OyL|PJoIPQX-=n_9u5N!%w7?tq zi_gdDDyuK@_viK(_gkdD#b*d$oG)R}2jutpaUL_C`$_TmcHZjC&u2$mLH-!uFN}Jb zIsDpFh#$D$a$(x1lzOug=nv<6VMRfIj}_wk191EcqJRwvTV$af`@e9lm-fG_vON9~ z27Vy_F5C!;DHL7f`R~QTYoUd1cR2m=ogc<;YZC+Z)I(x#472kUgke32^u*68T`af5 zAM_jf8^0*Q^l6C=jF0riAJS;b=-&eQr#beA7{lA! zefbwCO?bjw04%{M2)`Rt8f64p^gMIb=FNXCBy-&}x@0I9zp3f!r=wSINE|S+1 z6MO6Xs9k>q@As7SM;O*a82=IjGuL(MupaJXMSdrq*&DpO&o{8gCHOpI;1~K2Y6pI! zJ`;xjJ8y;I`+wwT;@PbuE=HV%_=@?SXmeyl)Ucl_^#3p-(dG71f7BnrcsRb`rTHSU zr~}W>gaRAs>LW%VZ;UUOmDazi*<%a(jrwxAU-`dff5rNT`g?g_L0+&{v&vQ)|MJ7F zsiGzEFh0h+E8~v3S^Cw2KA}95tqUuhV;exfu|L9mzb!dtPv9GmpCAvMPjc$Le?J1n z|38lJr&#tHlQmr$^Z~~w%+KSc%*zfroX{Koj{xIM%4#RI(pPTakC0y}PaBS=tDlAQ z2K0VK$9BO>>v{fkb)kHf`iYsG-mB|E`dg?NgZ*PZLKyB3LHY=TJ|KNp{bN)*+&jV7 zBZPt9INz&3^tX+klLPvJI8|!U>9<4PDu0nWDUmFL z{6+aN%+6O|pLub>{p-UaA3=Y3ePLagRf{a=_w_?|{RW$ElRiN2-{`+@m&JbZeX^4K zm_&p@-_V{|yC#i)Ae|8bzX_;y z`P}?9CHTwo&Rib|L;OJg5Qcb!Wp+4NR`ZK?SeDvP)XSeVE=m_~1<^zO5 z-Z*}yZx`p|n$7V4-RO@qbFQn~Uvq=}1N{TT?lj*l`B9F+8k>Q?D1U}oJjm)X-m`x} z6wpiUm*bsQ)fj_(Fy3V$hWL;DXBA9Jf$KNG-(ftQ zJz~Dea6Z}FBLz*(?O`pTFE}50y}V(~tV5&JQmi1^EfJ zhgaJC`I!&*E#Ukgm0q;7%TtGXGsdq+RcD`h-;M`=d{&~*3@6h5B4LQXsILsO{mDmv z_4l5+KLEbB#s0Hr`(OT|BHmv`eapiu3Kai80gjg=f3@GywlhF~QQvbe z$f?>njpXqn=aO_v{roxLpHP1Y!})a72i8varHP)jRqSTfrk?L#J{j5}+d=1l-_JZb z(dn3er`J5+cv5%ny6wm&sMp|po_c0$87=*)$j&=IQ~3AP{ecwN6VgYR`-5jIUIq9F z!E)^Tsb^8aWBQg(1N%k)mOEv2$xGAakl!J_472rn?#j4sVX3YVFVVhp;|_Isur-1)rpl41i z{9bD2e=&?d<-Zv8r{{k$@Kf=OV1+)eW2&hR;D`TZiW7E zy^xQX`wzn4Kk4~2=g0+VK1%QLepXTbt)VA(-$>=_@BF)Kta{|Hm$H{mk<6Dcl_@(N(rjFZUpdFuo>C#bGZTJ!xk8p%q+BRcPF3$p~ z8@X50>mlCY`3Z*UzI+j3kRQeah7)MKf|X~kT06Obz9YX2f*odcauVN1j`SC*c9`4y zPkYdZR+xWZS@`a`>!7u|kl!MGuZ&0cNt$N>^%6Xv@XBTJU*DFla;)A$82lId(^m_W zVk!&|!Fq?@uQYjFT_^s26UTdn7|wst^N4{SeExMCA!lGaRq!A9JYnu1U-#;I_w&Xe z$RCiuMM1{lk@ddNj`+>Jc^Q2tOo#ifhe-63F!yh73L=C}aSoi{#l2Ej9vhJZ_K5r} zHg2;#IL4LN--;d9o#|#XlJCd9T_kK;DRSrSgux%;_$7`-6Jo~Q1N}q$Ck*sqzDXGB zC+Ob@^ZGbpS^9q)QOThMOT~`|;XDTQf1=8D-~Nf}pNQTP!t6ewlB&&XdQ4aa`iB0H zFwZ|rwVT>~o>9pCO{t@CW3_7y@E`jxU3~OkSKo#<_T=A7S8CtCWYkHOo#!e&u-o2h z({7&smR|CVIe4-H@)vqvq<3PN^F8jbN)hw#!Adg^9v-4;3-KD|%P>37!!X^iCMxT@ z>D;lN%Rt|;f5Jd7#vj%m!|>Em`LiF2|KA<+l`_K2pS+v=+wjE;ACL#;AB6e-Te;Db zBj%y>SI*ONc&*j#yd^dZoH z9Ph(DopX8@jiH_Td)H8#9qGXJyGm_EApu1VXmK5*TTQ_T~+|=ee_>dZ&XGK`H?^$^7CVxY45M3`9MC0?F=)2@M+bN z4)+$cfPY7S&M^Bvg)sDo^82)9czfpq?yx>4{AISyl||;@?@&LgHKy-0TU5jOSKU$8 z_)JbG&L6_yZ;`)*dHk-PX?XunNiY6AS@kj{9W{po{QO>Z&aQ~PIl;XCUvp5stL3|N zwR05DYEspEnQYTg>O%AXJZDAseeyl|dh7F}C0o8|r-DC0c@PG9Aw8eptlH*VvKsOm z!vA#Nw0}1p?n_7fW!CV#BICpG|7G|-VVDozthS~YR+J_&0Ti>t(d(4#RBVjndgZt@(73u%LMTDW=hyIzhJGaJQ z@3=my>zflHXZeZSTivSFwm*u7LcJ6H4PjWnBY*3%P1W<#OF(~+KlP4l6!uKhy zne=@9b?YmlzMeoozW>c^{GNe96Z!ot--Mt3v8onePt;yu7`$PF_`X)mf4&d8>VK2Xs8XM7JMe#m=dHKOvbX{KMtYkFmr;KVdlEkg^Yu*A zE~B8SUxT>4HQli79ewsb$P4wQ=|;iv_i5t)FY6=W4`I+Zr1z&@^0LTg@p=mB`Dx%~ zp!>QQ_9F>@e(^gc_x7{#SrG3r zUNdY%@@UaAT>9pdmlFH_nK1vppk>vHlaDd+kA z`X4#7e;xnagzvqOoL3ondxg>GTU-Q6s!niKD=?h`dSM-mBA-_ibW9@FlkAE}l*PTE4Ol1)H!+)D~ zr#f}=;Q9K$vyR;=>o>r8Y+H#w6K467AeG=yVP{|j{#n9bL8^55r22;b5bq`Y5~TNh zw(elM9nJ$w@^y|W{}rS|+V*hKJq`JrM1F$wg@~mZeJfc0%rNt>LYsi6p}TB9%Adyh zaGZegNRY{Gcc9-b@qI~1kF51g8=b43%pVD|JMEH(#FT?PCHf9{Z}SB&Q$_k-OOTC! z*BsT^8SHPgc)kq7`Q`qtFny23+TpyQB%UzL^p#`!UPh3;w6Hwlz!3O9Gl_k19FF$P zFzmMy{T1469~?d`w~paoUw6-|s{{UGyPWCh!dGj>|JQ;1mOHV?N58BG*oP!O3v%UN zGj8_W$ktPWe7kF*jqXmc-jS@Q8HV_P^iVt4C-yHt$VOE^XDRRtE=ioIn<{(CE~9}@Q6KXj7TNcR6`f?~*eQC@~3_)BVk z9=};(SPAGK_NVlw!br71R$(d4U-?Xjzw>v1^C^ z-B>+AP&w7XK;BFP>PtADs$IW4f1B$p9to;P90&U6hrshFFV%}D`YI292K^!bRUa4k zo1<6)=gTGjTObVbKzXS)JUN`~(TUx6CaCH6TkCc_3;Z#@uXeb0yZ_)6PM_L|hPnNg z%fWh4;tvG1^JPCey*~@jZbr``@8 zDNEn;3hEir0fz#QgM2053kw<}cNeR^Ejm2g{&)atY z!@D%nMJIiL9vn~O&Sk4+6%UxNBt8m+*?LxJtJ1xBx7;z#kGB2qs-2j<1nfn!-y*aP z-_jIYvIh7eiN8WSdB4$p7WapC9KYSAmTeAWcL9Ak9%1n3go`eJ-tgoE^pCi`;WMN2 zLxNcR5ZW*3p6PYH7uXNVv%T+vKNTwt!Cp`v?avQ=)#qOc1ODUuI(+>)&1>y+h`)$6 z7xo$ap;}z8!}m2`b@T6EyAkAz?H#4(&(dv*2m8nVIv#khk$kl+Jl{j2KZMzNIH6-? zNyrrcYTysOe{1l`JD0p!{ZHuBvDmHWc`43aa7^Sb+Yf|QSge?1`y)c<%L$eh`#iXR=={9G@B;iF6y2vL5QhFypE?(GJ)5Z08S*1ZJw(ttm1eqp z@gTUbO0xgJFuae?Q#;#lW9_PRUp2>c->sna`lpdi`fhk1<)u|op|v*k8pK1%dP*P+ z`6K#g!k{1M|Fm@s4_>YHgY~E+KNhste$PEMGmGV`g7zjYy+8ItVE#zIws&yksPks< zKI$vO`Q)DnbA8l~``Z0rmk988sIOhLf-)A=IDmWzTRwVl;oAhZJ{P(?+-+>WV-u|R zP`|o-8yMNEdlBdx&acbwy`Hv>-(h^54`CP&>0#|u-xUahexf`H^L#;PLS_8;;7G7f z98c$*zvk@waa=!jF05*}6wCiVM$ox+y7P9u3sU=}EF}8Fusxn< zF&paP$Unkx{)F)RIchSnpSK)qB^cRF#{ws8y?wh%%?=_f@q<+Kk zB9bR-r}K%d9r#22|1jK`b+#+Kk63qar?@3S;`6E)UkJl`68Wv0vLfNyW^+|-JpKLBe-uG`PWS*tXk9l2JjQ}4Z`q$@Yo+=Rm#tWZn}>w`>s0- z@f+pS-Nd8uzI*}5TT+h@2*dYuC||-bKGMsu0nyX__iW|VAP;tbg1|7HHx_!FDje>W z!tb*edL*^^QuLq*?uW`Ci=5WM-6elfb{ipRxZ|ZJqGax>Fed9IKfO!3-T}YCxoFshWsK7>mzy}pJ(593B4}2 zR~~We6k8t(`W8ylJ=LCHr+IsXN@&CP1fAw>x7FMih^*y1t;VSd>uY2))wD+!}gQ*ACLI23l z-lzYRUFh}hTbt(0&MW|2w#F?(vYUL*T!#eMp=3YX`vpvC{sGFvM>C zb?fby!QODbLymu)`(v;8|1eP>2m}4}KDKjt4~hTeHcYD%)FW~JL$XclqOUjd{C`M; z%}n3N;(9mc8-%%j3|00vxf#EZ)pG^HvMj$J`Y_;WRP{ln6BK`jt$u3vcf>q)o?RH0 zaIocJf3dt#e#6S|_8l;@C(oaUuU$XA!Kf?bHyA&LhjbV*sqQA^yExzBS8THLXGB6i zBH6DO2*Y^`l;7~r!zV1xs)FwaasDIZq;;%DD1m%&Ji@GABaArpxyt8u3HJvh&UA3H zD83K$=}Y`2Vc1W=@kh#M8NHVi??0iuM{4iuduwo4cpl>|VbD(;pJCdM6-IhATspPB zACDI!@2Pt?B_+se(|nE8OwEHdJ3;<{@-)&|=ccjnlvFZ#>rY zRa5mH7>{s->Fi#!hk!oe_{NBVUZme7&L`^EPqF_-dI>|l9-k)+4G zXy6CxgXz5C%Y2vh1^%LZOug0roph?;@qjSIKYBmAqUg$#1gLjm{$QGS+i8TABinBh z#;NMBc$^TgvW)sC4E_c6fiREH<6a)m=yN-T`ZHE zObhJ-@%3Atf!D3hM9kx_<4Zv?Why{p9J#5 zOv84=r2B`U-iyx@R$EQ{Hq#4JHSc99|AOct%>AjELH_gH=;bgT%E!!b`Ywf?p4?xV z4gPd@q0&g0Kg!e0Jj%KM6aM|8V3r)%$81p?*I%>uv97vP|ML9YtY%Jq!JBOM{fc02 z?rc9WSOe_WP$GYZS5W zqdcq%Q~PXp3E}oi7@o)ZOzQjO!oLv%x%?-MvekcCJPPt>l-DHN%|7jy{e$`e`Xj>d zKCVYtyBp=Ngh5`YkL-EcUl$loCViUZYZN66`wHu6)b~l-&rDi=EfVyH@ZHx>+xdyV z57m?KXA)uhzE5B{oQ;p|ynZ%WJ}EyfJo|rmjP}$;h3h~ckiN-;-H9KB;k*gTbF%%{ z{sY!sgYQ|{h@>8`6))x!KPix*?lj< zl=Bn40@kas{R)P`Um*QcE=n)xEo*@h4L=$T{Zae-_L|RDd;)(<{ntL-dSlr?h>x=* z^jjka`JjCe275vNuy!qy7sD(cB+TuPwdWJRrz$KN`{_g}_Kx;3 zHSAdI&EzETCpaF%Y`tS+Y+~-=rw{L=d>Ll-MVn(Ap4gVUK)gbIvPqAdu>R+8$Y)1N z=0_O#gZ4rg=8yRzVbBMBf7+zIy5H8kg!$w9gdu-J{!9;18N97_BKRkycY3joZQ{8A z&_7(S5{B>fCFkh`!eIY6f5IS7l+W~9olcX?tHB?kKd|j{cR~7|s}PTHzP4T`j-9TE z;qTk#f4Y3IX(o?Xwl9S}UPlW+|FHiV3q_9gcTR#lklq>BV^{rndytPekzV_2 z9ZwH4@@Dq~3520P^j|ak*Ss{6`3wFV*Vi+5{rMVLB)(q(`8V_6>Fkly#rG8xjwt=N z^6WOyf9!we>D;USeNw>xB0UV#_p8FpTg8D@>!!f}pIb@f&F~eXmoU(S{*y4|)5ssf za6c7|kNtuFXobO_B7f<5IG=+2W0pC~v}?|AfJx;P?)Uu6i$w6W6biKaTq6KUR&J0PzOf9fzDbckin#$REdZ zTRMcAF(j!`56`Gr7PI|GlKJb*U$~4j_`Kp=AT8mE5gBlp}bu3mTvqu zq6p@Lc&=1etHpDxz<(iqb4?46w|f`C?h6p+X35__?NbT)IPMqCeY5M5+Pl}VzDN29 z13&5gn$cIv6t99l;`(VWVOGB)%=MeKv;2cFdf zVCWy_Wgc;=?CS^X6SU8He+NF*FK7mR#QDvC_gy&fOT3=P{uT_~y}&LQ3?C=RXS&bNgbL#j^!hOMXRPO9cL6{|g;1cJ|%$ zjN2Q-blyT(ILB4_Y{m~>&svzG@gv@BA-A`Mso#d)IO`AZqdqLG_;BHkofO1FJl|2rXBDP$6I_ex$b7?L24rEe@U+>ePQ=0@ZT1a@d<-I;CO_=pAxp+>g$@; zh5L^snZM?wcACQ1f3C(kQy0V~sm7Cix?0XPSu!FI-beYkZjPxRKjSOZM{vFBxd9E*Lh#`VZx|qVno1r^)5u-}^}T3-^zPu7mj?J*)qG%kaIO4*bXG z*BESZ(Dxe&`6ITkSsc(%pt)JSjNT^<`hoIVvm|#`%Zqpb=`DQyKp5f`^2J%^YIulYt@o$4Gp@#Uhr6vCoJ<<0sTSw zcpU%IDI%sG{1MjQ8D{bz4CCSa*M^TW?zmr5{vGX4FkDUZU1wF_;@)Be^#-JmFnmu> zIR9XqdpkPp^^%{Sxd_qKb&=0JS5C(n1`7_M+KfD}# z=FfPW1oe3wk1*^n5zf;I4$~M4_D=6t8VXr+K5+Sar`*_eDM<+u&w24D}kf5$N0eR{} zG0gTmea=1IxJ@$z@+F#2ZHk3eSMmMnD1Tqw#&>X8B-k6$Pni1;-|-5;6K(}SK7;z? zTh;sB;m?iiyuaXgAT{&v#R6_0euuti_V)7yd&m62?{J2PT*@%e2jnlqbqs&}^L4#a z5bRH5eb)~$$QSjC;b0nnv%)1RI z?kmIhw=^D~sJm|{*bnk&tJ0N+!`GdI{ac*x);TUwS%M1B$G6_vvuxmvnecrCw)+n( z6G_ht z8_T67n(_V2fKl1+7T1JA{6cV;53d1aa z-myI|w!&Z{_(Rm^9jE^Oij986>mxfvdy;;9>7YfSg63Oje$C|qt-1$#h! z*?Ii)_d%WR$|_U;yQVAE8!z1n=aq2&yH=-_zxa>>{Kon3dbB;T@7c|;zLtCsClCht zV}3*!);l;p!z}+G4C_lAe^=vmzmJ3fljkb#dP|UoeI5Z3y47 zol~^rH23d&GM6pxZ(IV&R8NV%5mxXZ{t)KzgJHU#McC_n?_kmTuV9}TuLy&_A^og9 zmiWtXbZZRt9<)!^&f*1O*pI;Z?VIpLtG&fn9xsDkEp8vVT*TKOgh79Cz6{fOZ6WyW zvT+lC_JQ>~(zjo0rh8OiADADWMQ?}0-DqQ8F#1b>C=QNj>^ z@%e*}8+2#BZ-)L+zJ#G2?d9OVSS{h{az6f{t{NNl_MHIzMSdMJZhkqkQzMU8gt>n_ zv^jX`u$S-PF?LquznC-6~ z`jhyw``s%r9?F9-_osy6emLa!;lQrtGR3Q){)Ya7VO9?y4E_-3d${sf`k1y`d475L zpI)cqZy&JlO@t6l1DS?~F+5)m@og*Wvaubz|3(N2HGjFR%Nl7b;xA!#Uma`bIg|tv0KG{a>`t(0YZhYn3*`c_-vYnB0BUv{G|^{wA!`g6y6SLBL=1CxoH? zh2s;J{Yd>2=Ih5W&tzRq-wWJdhCB8@v}I^7wJj8HBBTtHvi!vV|AFx*qIlJkj(he% zd_?^u4Exha-%;)6ZAH(dVSfYln_;#dB+S>hM{92Wm90vLd<*A$w87jUKEodTC60Hr zd4wh$Ddzk=)_(u7pg&z;e;V!O*n~Fnr<&9t|1y#2D`CiIu%5@->Hkm#hO0;(472km z46i1AB@FUJdRRL<55h3p|2XFRe8$*cbKpK8Tu&ZLe7CaU+hAUQiA>dqd3V(v8@`y(t*_oE6?Q_HTe zU4M=1BVout&>s_q@4aw-QTB=l8yt0%qDUT51 z^l1z0ca&%J5Uu;WBRrs9(hBqQiqW=(6DF)$1mFMQe4^b(=*-v`z|R*&ulhOd{L+VT zz6HX28Ufc8%q>O=H?!UWrK`+h=vL;js^Ts-5iSq{(l&-58T z^qTzt>cwXUI1Qeu;I7n-o@aOv`QI}`hBX;<_$#MI`fw&?v5U5oC+uh7{t#i%SEPrv zv-%0cD@Z>GLwj4 zT9o$t!u`!z-wxgyDNlf(7>@~admzl~b?kXok0cEDy(9n5MlW74?8Rx|KkENE^ER*S zLQ~(*@oB1QvaV7uhOKqHp9Gxa{D?u!{+~jKv0JqLUFRCmKYHJxeoE?Z8-9K; z#=U!QZP#Jko?>F{`fnL8$McVvxTSj@D+Yjlq5mb!>mh`t=>BaX=8~KAMcW+3c+$U^ zn+d~Jj%fiukbg1xiGBxKGWdCbQ?PCYc$EkM6epU!K) z4N+F=3-N;55%YTJ`7UOD#dB?;-j4h{ANnw9lYax`d!r=&fiT2B-2WpC&*S-e_Ix?j zM+ozJC1Dt!`oA6j`L%In&6>l&ppmpzY|=S$Si z_2;5Sb%sk}74RSVd-0gxQ}azu;GfWcUo5|ICF_wm-@)*!)R>*khx`itH({<%2~A~M`?~Z0a}x-IzTkWaL%!DS*Q;p^Re&r!(8F}EaZovHleM$D*WF!(I@mYtvKM44El)l66X1w zus7sr;ff`oFGwF@&~LOC;pFEJR$s<|KcW5+Lp>Sk5i0dH2TBd&{1ZO>P9I;l3HXii zjWDb)s6T86{lfVQe;ys5abYVz?~|0AG+XguBJ_v!Bz-+xxKwuloOeTfSt(4prko|_(u;P#6Y~H{vww? z+^iJ^>nWu7^1W#jHx7sg`jLN^tBxI+cX$HOi}YOaTDWTT%sV`PBMkDx{s?pZzH+(h z`p`S#{UnSBSKjWl$hvVJ{vQnadF4|^VQ)Wm@PEkfHWu zO%pgR^^*F#VR`x8+)4lYzVODhzS6rqck}*lc$EH{m|QFqMgIN9)`SHU9c20Utv3P( zhp+luuHi@gz7f}CFeUE_$QS9msTMf5bm;)VV=|wqc8SmTR&rPU%WYi2U!p#w zci5jcet`Hs1*9*1P#eYO)!AIX)BW!n_!sR2dQpGV>xVp5D>LHpB)#S2gfPKUA(ryf zjDg#V(!1$`|HA$<)*jiF9-+@+<70Fw7s{zq_eRuH{?tee8sHB;K0PYz+R2aHjc$WnJIPI1oSXKHXYB zSEGj4tM7dr+G|SiaF{>ZGsEHZ{=I+Ka?TxXQtM9Z9l{__v=_qQAJCpMhi7jtX^`gm zZ|14}vrVt-06jSW%v!IOj6WTC{LcLL&pM~yX&4{*mHGFKvB_=mdJFwMVIFS?!~G7Z zZ}&qMc$K8&YKRDDO?x;)YoY-D2=f!du-}6DDPiC*<~M|apGbe!>FVM?vg@E7`_FnB zk!4b@4f_R1f7Xu%H&JW>^pESI2T%TPoKboW_>cDa;Kle=Q}2!B^=87L&-ngB8GEBQ zO*Rnk(7qq)gcu&S7oSH%c|A;vwaC=4hI$a;7YS~fvb`X`L3$p(I$QtN-$0((|05&$ z&Pi#FJU@Ko5H^0-BQ?kmaJ)wzM?dN1{(|qRklsg|*X6aqpLVkPa<^Z8~^ zd)2>dL=n_S@crzyb0(P{ybb;d?J4`(#yMv+c7eQ*zU)`-lN?=};r`)hiGN_&8U7Ij zega|OKduJ}^ZEh9?0YG~ke}gvvtQMl2lsmh_K)!|r}LKsW)qG={dbe3e}*sNeUAcR zh%abAtbGH;Z^Gd3QC3t$Q z+A(nP3CQPApPwxFH2TTbRd7B6`SrxhZP=+jrckdzc|6tm+jREU7|0jUzMtM0`EdNa z6tFLRo-pj65q^1S_c5zu;BS%sXYa2}-#6BX_n#ZsFT?bFo;o`}l6!oM^G(MLZhyJY z@=PZVUBmOQ=ZdK}GnKOV{_}Iw;6a+ly1@Dm=kwg+(MBJ&j=Vm~uruk$^Eo#!8eUN6 z`-{)FXiU@g^MZO3=EH=c9qDH{xHSg-Lw#fKv-J~up6!1;&s5o>C*=j}57fu!<$b3r z#uNg-hf4H;Fw_^&pAiOsg8XLf*`!bGeU^{1c6L7c`NtfW{f^#TAM>syr}qtN0eeJ! z%xlaUsO|Qe*8}oZt-5ZtlH>bjgdyKUeaJUikT&4?IJi#&^Nal5@xI0j?10~EB=qN( zPn~6>wgc#;=c_$`d~s_6|AO@ABj)iZzjmtiuYZX!9`ctkKR^0H#i3+|*<0uj+h0_B zZragJnfLdyYs3bZm|*a4*#6SC+5^4HdR@oR~GGFcHJfi-;ZJY>x)8a;tf5p zFVqjhe7}QX7C#BARug@%8z)As@Rb94(O!$>+}=;^Q4H}8`zH+fZz~Mr;rxmQp3Mwi z-~;?d{uEhUyC5~&MW!R`Z}pwN8$CyYywJXjp0>F3sp!hD7lS@x{z&aWKh{Io z^Q+0fGOSPXVb9b5IrIMAh`-dX+JopXE}4?QKWQY?YmooN&EEGG^&JZQM1H?bJ!EBK zSOELG*iKk!BI#3!UHS8T*8{NMhxS&gbo1-I0(Xe_$e+^T=2@246nVTR4DzLRpR2jeC@k9{V`|4Uqd|w?ekq_)yU&k zE96{BKi>V8>T}6D9O}^+Ul~3|&zE`a-$UrC{YnUW#97yz(XAQ!d*F@bz8!ruoJ}rE@rc%SHD_yO)dr`#^fjpKOer zvFtPC3xjZc!gPPRK<(f^Q63EE6F=W~R5J7#+*WNB(f58p#~VHV4u}4c-|vn6{f_%R zhI%IUPZ;=({*^G)SJ56=JIm)-J6pfJe^hNAILZ+A6Of;TA^stM2m^lzSB$-}c|$$q zBZw=yj|v)5r%kx>)(oVD#yy_1VH~tUqw!7KlSVw6<3;H zMYG;qwY4Xpo{9Ze&VLpslX@KN3;9)<_3UKSz2$s=x$Rifys^<8s*@FUEks#qny|g#SKf(iYmW|C+H=iw0t@q_JjZF%I#6Ahbdai#f ze1_Iz?D_h4T2Em0{VGa|HN_>p8+OKjg>fr)Q++Nrm%x_W7H`_FBKa@I2brm)>JjbPQ}| z*?!m;(cQx*XOHIj+n39ae}7CVfb|LTtF~RymAb(id_7ycb6&u;xDfE~=pP7!JW!u& zpG|aKxb!8=2mMcN^}<8v`#y(!1?5{?cQ$c(m# z?d-fq{kY99G*#We-=MvIm79>PTfc>$SNxjkxvepA7qlb&-|V|q=yym0|Bd|qZt+iX zxa&jiuLyH{Z#dYnYlmqn>{sJ{M#Ej*R|gMxfd1h7Kj!I;{k1$F>>2g>hx?aN_exfA z{Uprq(;y7?ivE+~8rI*1!yzB{{snzQdHzV8bgSgmZa9yE{2&be9`%nf-w$aVwpk_g zWCq+Xfbpo&*yv!p!BLuJZ&H~+ME zzNjS{4Bv+#eLtTM@;O*r2lYps|Ib&Wyr%A`hVutn5`AYlkK!p|9&cFtYnuPhvIQqc zj7)6vrVZvh4BNqq41NN`kx~o)iy_`RwZb+qL-_IM^Q9*K7sGl3^A+k3^c%l#A`JCN zT;DT1kL-~!_&3x)!jL~B{~4zL^JC*fzK!-q?NHxtg{4)=UZ`D;tyc(x{S&{do0lB# z@2JS+)vR>wOPKHt{5#V7t4FGT(AYev&!T-Y+(6^~T6kvY;d@8HKC!=Fm)o4z4}1mt z|0sWk*?D$`V@cl$gFe&yf9GWcoNZKTr1}3I^>h526mQs{k=zd}{NC3X)#NAsKW5aA z-xoI*9!rn~eOxV(2Vv0v{{O{%{r|fxSN_+GEATw-9}@J}s`FV|@GDG3<&{c@OxW4BH7qK85tMc9t*x z9sI`e#iVDDZ{zrXCmuFBo3#n_2la_C_*?Whgt`Hh6WBF4(VmiTvup`I%7he>UghYiTR>&W<@)FvcX$|N)d@=1xkaO_UwQ#;FdlVnV*X7x1b z4fQ^xPsTCQ_j~096^iFcGGW`N?2A%_{72%y7>4{C=S%Hi4@i&9(f;Y1CK|E)KS?Iu z+{hx}CtHsu$tpL$YZ~{Oo!?H9of`R7_!S5Gf%B7Ho^v;4a2ym zCW!BcLwaTNcBBTL8v^r3EVuex+>hDe;BO@R+ew6>euwnRt*^`9lKTSalgKxTF!-}p z803lakc+d-nQXihz6X=6Pm<({^vY+YyK?!+HGNvz;kh#Gf7wgq&G03xKO`|s_xC2r zkGa|9X60Sr7xqUO#z+3iFIrWcdFL9;M`9mI@(E72;`WK_bvQryq@$~rOb(PiF8x$8 z9$|Rjq7|n5*OTO1R41S8Gy>w+aBN2m`!zT}g~0luhC6paK7r#a+&Q({{a-NTpVXf3 zG|gn$bl6`)eNy<=X+h8E*D#*M9+DKh*}KUMSODk6u$^H#Kg8N$zZUyb9KGpY_XoG& zeVmWt;*L{N$M``$B&n|_DQ0*NR>=|n-yF3+eO7AeydLx!<)_pqv;NhVfugLB-MGh zW(>cX&HQPS>b>`ORV@Ai|8P9QEFVl#n=8|{zvE%ZPjEhJ-pbv#-5CJ>W1yse!tDHX z5^Hy)`4Z;(!Jeo6oFuhNx2}4=b5Ke~|I4uKS@!;Qug?#{SAzbazfwcYzMn}V%;F=% ztlq*f_s8ld{BEC}yBPjo4Ed-2@bkhxJNtq>(O)o3-&ZCvOy>bPrt>688VX&45;ni! z`bil0iT!H~&2HagY%i#Hqx}=+@^2gJt-N+oF8D9BzqYsIKF-}%#qKvuYI|Q4fB3fe z|FEe2c{}I98&9+Pcv4%$Z2g|p_SNjE)BDSCdfLg&xgnA^hWLQ?)=p<)_K^Nhfq!UU z4C@fT+wJg6E+}?{^XN!#yNJGDKX&U0`%jYfTT;7w#|Qr?w1E03&aZt^Rlu;k&#)el z?6)N`yh6%aq92689wz)31HUElojnirOUZhRVYXk)Fw6Io+TZnhJ>dND4e7bo1s!;Zn7Ln4TP?V*zMIkLhvhP`vC52Mz30sQc<+DT&&)G(=InE3p69CfE3R5GQ(NH_tw%lkM!v>{c*uUy z{?zLQ?F@8Oxc+y(q(9WrV>Qr+`rk$Nq?c;FJLsFam|nt=Z{za}vv|^_$1Y`A?NF$v zqkkX_@)YMs0*2{+x}eK2*|AaYU%~fEP##@9zrR|Mu^Qy}4~F^CzjVDZOksG{C!iPQ zMVQ^k7IdxFNcz3b5zd3f=i!2`Ka680Slxp9B=tuO_J{twTSlqYOpP-TPjNoNaQ=$x z>-MO>!~EXIA^)ZJcV5-<%O1h~FKYj@P1d)=3K$Rh-Mw2*z(p6){bg(?4EY4LyO{L9 zG?Xax)NPA{+*w7;H7bC((wECl(WzG%w2Tz;c43;2QZ)*9|M^g#J$ z_Wy+ft>)v|2}6uQz8D_}D{2ybgq7%gi1k-WAo;WB&k((YA%8}Htku%5`$^r?e0{xS zj!hc3VW9%$yMkWwk-IPN8w~LW`O(YZN}GkNHte79`Cf*qkDm=oh4Wopf3FbrpyvUS zQuO~#f?l^gCt3yF1Al_?g)rMM2zs@?y4~{rGnW@(@J~3Nwx95g=O9U`DWrcos(-!> zTJPLWo7Sge?6n5|0}ALt{^|_(XzABu5eO6c#W0;G3v|YIoUb_6815J0_`1s4ZRNL( zAbt)J+bhF*_yCA^8%n*|11TjMT1yvp-8gTar7 zSNkmo|A+Jvme2SkhS)Hi*6|ofj2lCIzL7{JJ)^z0+605}WBnx%-TC+cdF&(?$e z()b@&Ck7P%fcwg5ul?OmA1hcj3&unHCd|&O1cZ5h*x&tz&N4eao)7e2JL7Bg(v`4( zL4EH3LFS=pqv(BUjGu&AeMLYR><8&LmJ+m`9rO$0Dd9UEo(y-}2H(pXAzqI$;UoC} zTLQvhKe#@^P`^ieXZ%RQj^O`mNV7IHld=EHozw0c!=r{D_q zf0hE%x~d*SVl27+nN2s@x8}=X$nV7UO98{jDBcl<{)86M~l7Z3P(qO=J9>tiv969MPuQ8AaOlVKp6Zv#v8)m zAJD(E{`9^K>(BiGd!FUT1LOQ}z3WxP^TUC;)%}!eZh-ycdIpW?aPeSRH0S@I%4@Z; zq5EVKNnTb%{hu^HSq1ik{*W+?htFH>dv~UPVZ%|&-%8ndyh3;;r`f*XXcprdkK^huF^W65~nzN1#8-bEH+$ zqqyK>%8@kRNL$~oKVI|iQ3*z#ZoD_VqZ#a1&|V3Hd~iO(;6G6QwlbpzycyX6@@t&W zwnw!4&>(;Czc?RZc0M8?%<~!BLw4T{JvD(o@%>f-VRk=CV0(Dvv|+1;z7w+800zTZ!EJ1zgN!sga5<&2z%az@*DPiJnf%ZJN;iCdmiEg z(Hs2w$joh??akTxF5Yp7&GO>;^H}AekW=O(K_B(S^bm&or^qkD@HFbf*ntx#-itO> z*+t`z-T1a=vqL)1=f+0Ho!;lT0?q@d|222jxW!W-KSO%P)-0E{I5P(Lfq0yXzDbwK ziXb1(+)ZF zBWi4Za{n-1Z>`Gk7}5Lsm>&`bdqw{=epL3HQ6qk;Y^L$X-)_00lO+0o7Nl?d*R&pP zeQ&exIS3}Gk5cPkH=Nf?CYUR=4Y3J?d>8ZQ37ciM9S*z7&;yGcd zj>MlyZP{yGLp;IX;P{h$hg!Ms7TvEx`AxnvYemc2%m)FzC1kg9s2WQ;_?q>UPfIryZdBM(CA@{EGe9L+9 zfVY*wy@4K-r*qzvB|f`f0{?Nnguy@J^HY*XT;E_@4fCTu5(fLm{!@N0&x!qh1J;Z4 zySV?zm(9Ej`h@jF!cY%E{bKF(|GomkJU?LlnLV)nEPr=ds2$iVL7nr%C3A4$p(n3Z zhZ4VC{STe&YdHbv!TAV-|3&$^Rxa+a&2sx#hTRU)c^mS_ zz2C9z2DLS?9;{z6%<^mZk*TZ8x=TZS2lbIK+#f*wC(P+3%lyUQZ_6PMi2inA`uf4^oaMBdWMQPdE6w zzT35M*dL&NFwD*`r#oh)S~QGf_t^x~1;KND2gkwr67qX``7O&+!Hc;+nbBqGrfY3U zD%Xhq8ChHQ8R&`bf1O31^9(Nu`2Fzw0Erhg-%P~N zAN6JC+HO0t&%A;B3&&?TlVQJ<;|mf-asBfe(<6Di@M=4HKS$uTJ1Ok#!@GRHJ;2qf>13WC&0XnT9J;Yeh5p}6Kp4IUi|d^mdZDPg(^J^(p#Pnl zac-chrxeHs>6!c1!CP~J=zcQV3T9>tVQz{0+m0$^HmK{)qfw?GYr;d3iUQVs07$zmYzM zGl;*0pMpQPq<4Pa`oRqyB0!%JFNpQ{b|PjJJp%atAdi zlbYB6I@e#qP=Cee7kmBu>>KhH@&}}6v5$23i;JUqKD5|x%%6)|R-j+he$mUL!<-+A zE=2F*vIj%2`7tPf75GhCl2G z^!$UlKVLc0NcnBZFZjMC@@M7hx%Xzwcn;?YxIbi=?Vna=F4VVPq!0cA*So5Bhx23h zSAze?e2rmx-&L^6sI1+#!7flQ#raoFQ`O6!;w^WE*0XAXV6o0`mm}d+N6ES z72qeX-zUOEDZ=0`=r6`!!XQ7?SHci~k>9MH?xP6^gT0|Wvi|J+#V5B?eRQP@@Dta| zFk2sCuz%zaVIEIeJG-yt)6&2FYojCle06oV3hRVoKe#V~>tC%kM0wxAUN9f7clG^W zZT6=k`T2`)2fLP`8$|yPiSzkdy!HrBzsU1v-?5caUDXdmJp`Zkb?ctg6ZT_lKkR#1 zJ2h$2ZyqmwUn)rk-7DhfPlS2=@U3~Vzf+0m{XH7*TY|LIg7193HO>PYSNvE7`5Wdl z47*S~Ta#Be%%C+3_Pa>$y77WhQjw#%zgxHT=k2^}qW9@>{B_43=e|;w=J99!fyJ9< z-Y($&$!|^BrMiTNt9Df61IG?BXrpPV@jiUVv#)}PzVgHWn^WV21 z>5_tg=O=`DzU3c1$XV*rP@o6-<$t99ruSh4n;ysS@mS;w_JH(lwn!*gr2Y`Tmw^1_ zFG}s-_etjsDTMt$`kO%gKV~^UWuRV%{3k5K&ff!DqhB38ca+PQFys?BUf}Pe!#B4C zL%cE)=MO=1uBJv08V}zqM12W*5%TB2jIH1=a6MbvM@?xS+mrjFE&AUsTJKuJ?hgyL zoP1*ztCH=cZu?z7h_-jAQ32rBO{0os#2(n&28T1M14^ejN6zO3K&m%uWS}ps(OgDr4 z0@p(r@&)9_*7jRu14H@$!3wrIR%Mh0+AAuu_Nd!;@}5>f{6hQRiWu|@^A*CdU%~Zk ztu$Y58($6>$KNJD@4y3_HIVa}bQrHv$L{Y6ww3PqWfayM#>e*Ujz0_Af_ZVjR#*V0q(;KbsfqZfN z9q~^Kt!<{je5g-^xqsiO*f;N|`UUWBm@n^ip1oau!f~J{TdY3}vw9R^`2S?I55kZi zB7LkqiTFnt{13{D^_L?02=nv6oy$!Wd+vJ1^=D^lQKK+n4d^qDzpHC&U+ea!@O}vD z!>&0R)8{>%2>ONN?<(o)H!h}}=hwR$9t`VTG#c~?_ba=NzTQ~z(h}?q<+r=!=fRVu zr$C>??=uSs1OITmP+eX4%cVPfzR*$28Z)zHdAtd|+88-rPXX?)iSNe?2*Y@&kD+f1 zuMCM4)uVL8{3HzaP2<k-+#%HkyV8IG^lTT8~bbLM~mJsMSh3(`@U<|m~h|+wuhU28evyEL8XDl z5BJ=*K=$-~sE;E52*djkI6uQ|KNvpWNl)r-6W9~ApIH^S)zcI71)tw%`0GRGK`k(U zZ!y0KL%k69{t7F$-usi z=c|OlzOeuPaaWZ*BERu`HNvme7iw>#e9u0 zjEDY+F!v`6)B9F}h*L8Hl1vvue8c@PVTlT&hqbf)Qe?+&4LzHNfxV+WMJB%fIA?D& z+*e2XB2zl_Dp@Xscoit-XXN*af<1;dKo9mmu=w4W)8@9kUUMK|M#VDSc_3fRZw{26 zlSuYI1m{txFHusG9>U~QkPki|Wf~H=Y5aZeucL-d4!PB`2J`{>5tVnlIoxR(_lHr% zu5+fwNy7b494~rIw=RBfG{HWxKf^2^j-K178T@%S*z0;R{S0>?eIX3`jrz*koymR~ zjv)IX4D=!W(aZB6cbRny)KbHyUwuh^9T-2sS%zscnkgm`yYzxdw#UqamZKEzZ{A#Q^^YI z1@qzk2*R))^p}Uydbmm}Kjijz=*nz)rFov9U#Oq4y`J7XIB+NUPxSw>;|kl>U0o|R z1^+)z5Id!tqSTjb@H~!3nCJhjo%z$)kXO%(4cDmtBzj|W9cB7d?&RmUu@C=T8Bk^l z`hxWo!jK>0dSWXjp6?GD59bBQKZY4U8Qw$kAPo1hkw1jl_ca9ZD_^gje8y4g7U@TP zM4$EEHUf|b=AZHDO{KF|bb$D0E!Gc)k4Oyu8-u;}`3JLlHtX+8^d5;D@AUb`7;X`WJ>B z>G`C2i>%L_9;*70;plBLHuKxV`p};qw_9?0jdLRGhcLf69;oGFleZLF}@P!@$-1gg4%PENsv#W{F7Br_-c6FQiBJB6F7)shFr z@@4o4#cRSKe~d2-)BmjqSpVk#8_$>4L+$MQv#dYAPsYY$@hs)>MGNI|B6%VIP8`vj zS2g%1@EhfMqA+Ee_P2+?AMyKd0>Ypl$Y0jZ_E!wE{rHKWZ+(6xx^R6uX?9|)gFL(s zN&BCZ1Ec4JS&xQ%1o?R?T;=!gG${oShL6slVLaj(+^0r;Ih9)fu-YXb>Vdd_I+fnF zbd01HS)&{68bB@}gO02=E8>{ft45*Qsq8P#;BoJ!2Q~>Up9P+&94WoDpvS z@<68+`lG)j4E_xLZJPYp&Vy=tgT3K+X}u?YQoH#JBkq8KRG%S_RECRR`)Wz zqz3sg(wmN0uAb;izt*)nWswcUZ|Yz7qQqfTGRO<*70A{kt+^}u|4fuOVbCA!FR0ER z)g)-<_DUG`11L|S#?Ne&p0&fev$bKkSCt+5r*?S zjE@e7tMlv@e)gUM z^Ys(QH^MNV&Oeyl2cvfIC&;gB6Cdw7FWC|9=i~U-Ji3_oaPWfsgxZ7T{+LgdgZD*I z-q#9V9hlT$2>TtB-*w~psr_3vb9=i!D@1np&)(o4EX4B@=Js$s?)UUlel75SRrvf3 zrTMQ9DeedVLf9bd%WN5W*zXM$KYs%;_(y7g*2!Y|HeHwx^(}W~XN9_~Ht=_Zo$VVX z#P`v#e{Pv;VUhoI$d?i4EzHt9*gOg9q1Zn!d-m1$#sO-P|Cp88Y-Hr}x%8_mQ2(hXOy4e}uXH-TIMRzdO?eo=5uf zoy-dods#sI>@QwFVL0DGdE_tut(KaxobxMxi(zQGnk%nY=WkuSSR<b3W6uahbbGv^Jwq41<|K7?&ZM#AD_Qn zJtNR4X*RqsfaBl(lsUfRy7m0N*d3{w13mIJK%cPx9re&;h42OZKG>b_31hGNI6*#- z``^MI6RoDGEaLi6xa`a7lNuM5==)Rx!k~XRUSXQzyquE_eE(CJbyf0|mK)sn#Pt;3 z*z@W9l8@~B3xdL%T@CZCD&f8`uBT{_Y`@7TeuDiWKMBMB^WS!sPqTJ*e}ORA8?L`- z=5~dk1PRFBXuMfp409@f!uP4r{}mzT^{OJD#K8)2qVKJteih}+^^~!D0?*U@MJjPy z1kGs|z(w|&X1dRDBVXkkio&N7waCgVu7qLA9!9O6s z2=n^~tew3d$J*I_VZyw=#@g9^|GS5ed1j942kXIjeD|8!&c%D)bN##f(q8(u;caNg zcw4;5Zd;pk60fHgZ!c~;sIVI3gZ`Q@#6RR`@z0nMk9Ky1`?shMC95sp-RLX2FNE`z zBpI1`ExyY0N5Z_mP?Fj4#md9~?YB$b9acH0vjg^1XuqWab2oSKu7vyz^WD<&i^I}^ zwMF!P6=Bd{%nwT2rlt1RRD}EM^!zXNvp!Z5?0blUdoz!EPn$AJ>LIn?TWH=gWL^M| zfA?|{y-Ra;13%C|+*can(kDoCKW&`Y{s}{T!T3xV;uFe`^=J7rVTe~W-p8@K3TE!- z{^>!tMx8~?&hUMAY$pu-M}2${b4;&;pd;T8mKiD>j~zY@{A0S99)@2@%=iZ%qx;va zoxXP^APncjNH1aTpIG}w(r@;>HqpcS_ow`-Y|<=?rh+{Rx+HJHpzo*;4`-FeuI{Y^ z_JHeqxOY#jPMiZ^7csqrAs@o`|HDLo@#uB-%H@MY!5`rM?s2$a=jAikcszT2T-a{VD`}`- z;`onWsJN`Legpc4`d(f!Vp4ogJ=E*>is>f|{xSG(4EnSBZw&f1|8ETOaLnHr^0i@q zWALYa{=wyBpEMuT18_YI7n1)X4E1aDXN09#eVk!-U!tOqe`S{OPlz9wzYqrdME$IA zbQLOukKp!B81g-wzhb&X`==8e0Hb{phW_Y32!p(k9){WbV-?d2u1#ovM=FlZ=WqM{ zq_!2m&rp%R*1Eh-8uBO9uP4(dcYC-;l<%PaJ=r^~K4?-P%#Z$nFqh|({ATrmi@$UG zfAS(}s;iC+``(#=VHeUbhS~YxQ~mW*Mop;Y{_^R|@^=FV_(HuA^{sNDYwShikqYen z%gVhv2S&_U3iTJ{=d+{P&E~r`V1A_k*_Zu8N4M1S^FqR$zUO^gzJH6ig8DG7=eg1F z3}q_;tQYUI6NY*K>Mv_&_t&0B&5Y71bcOFZA%9-T_3AW0_hkEZ?M90AiQzN}kH0ba z8{D5!JKWd)2g7~?=VQ;WB>57C`WNzpVfH>F8*c&W3u|ZfG}g}QHH6!<`#&$ zSyZ1weXBCaJZoep#m|GQtUafF>%J5057%2YO*vhAfG)hRi1u4Gul3p0v)<4?NW5Oc zz;Ei0?Xt%iUjBY%UU6c3Yc^k6q3z&lqriV)K2UYxTf=wR4LpCSmOQ!HLgh`nel%Zo z|Mb$e@3Mhj+)r2Aj&z)NY8>b%&R6}T^ORrqiy%IrJ`m>gywpEBw{PZZ$oH^6VWmS1 z&+L83V~Gx&zo0*Q`FZMYby)+@541nRpnn)oS-UUMLm2cK*HbfiPRO`UU*zYL{0MV> ztl3t1x4aiO7Ecg-WUX!e+$!9&7<`Y=KF~^+wwPz==&1l zC9dzy;aBT6KU9%ZqWRynJXou%dJf_z(pUFj+*OUi=Ru!QzX(G-!u8eF4O`Vt-yisg z{oj_jyj`|qF7OBCLm2W&v?s#+eS&u?u6w4P34r|)KL4)MPs_0C|Gppe&P{9b61UZm z-ywe(X7{JwWxFd+3w8o~=_}R`!jOO9`rcJI<~|Y>gFT@B)^9phX}RYY-;dO1{>d+C z+Yb2)(#J6K@Aa3QIt-9bg!N#2s=vDJtm>$5a9ZV`iB8*l67++{d*vLxC-5NHFUGI;@5=|1gB0< zU_XTU;``#xas7+6K)$HI@5?vT4Jy_FjO+QJccUrnm&l(Zy&qMpw;uKq{r?{F`=g!w zqP#UXxPE-}kqgpDdMWz3j+V|jl4FR&V=q^woZa=M(sSrxx}35%beF%FZHw5{CT(KHp+u zQe^z&zxQcclHWMYzIz1pALZYY^5#MNHc2>NL3?00p6G3PQnaP8>A!khOWVzudn$Uc z{wZSl66XA3nAOi)2liOvGo%gl4e4o}b)oW+QV91aZ3zqeWlbvp-eO)H)uZbp`fosLx*=-c-oO3r@B9N z=fJ*D9^Vqy&7Ea>8193jeto-f__srU4IbaWuOB(OL{SIy9qIf2c-OH%v0wgce-X8M z%*Bb2pP)RyBZl>&Jby@c9oWlMWIs6H55u7$3m0f}eI*Rv_dtF9sj>EMy{hPYa@hZ8 zqPbzW{uz*Op}qV(wMavExEg<+u#!31=g-@bwNIa9L4An&*J&=9e`PQ53;F-6(|nok z^C~3m$zKrW=NrGqPf;s#cZTQD-hXZL?fG^1DA-?O{zn-6H@+W9nD37X!+8brgY{?i zY=$LC9t^YlbcA8QAf{I+(R+hR;HOcnKFcwkzX&BRKknRcM)ZEWSUwB`zwmiUOC@{7 zir;YFAm*=-Fw2L8l1T}biepQl-YV7~p_JRi!@r8>v-*orT2E_xv*ZrYM{)g1DE)a? z%H*j}nLaZN^NHmplrc)%t8z&R_78-2{c=_MeU{m?Q0A!86pbDa;r@nLK0;Yl>&E-e z4J_Xh%6j-aNYrM-`?z9#WEkGprT*B?{%?x4D}AB$((_8RUuErVzt1q7HzR%2AHGlg z4`%1dLfMb+2Hdmm!1Pfl+u-Kh)Ls(4SBd;24Es%b9^1h?5dL<^A^wjdix)z-;c}_5%*uI2vTLoL&JFbK8 zJ&N^>VUQ2?$98$D2MgsLl;)Z$JF|RFDDQmn`;B=6r77PM%6o;l23a&fe8=(S6I)j; z%0CYLK>o}BvgxvK?^&ozHwC+Izpq_LhJ2Rr#*ZUcsEhtDP@KOB6=&bB z{Jbj?#uMku98-S9FxOw|59>jG6K46EP-#TD-?;t*!Jp##l~(-h-a4lN?lXz~olt3I z-N~l9udu&Heh^lrdc07nc)+W1?`u&y!Ll!@U$~UsJ zvfJW-KWGnxAsdU+SiP9pxb8}A`C*TfO}<9gafobCDE zzZKpm!ueI)9PcjDJgD%2`m4;^QPla-Xy6~pLnZcJwENQekZ+;B5Qcmh=_L&H7?c-b z$Y+o~!t8#LQ007&)jnTU!C%q*KOSmC&MgFgXe^3vLKVcYUq^c+ER)3Mr*=nLud3vx zoRqPHfq$qUsy%a3zqA*9uRupU9$}E5*nbKcrhJWIh$pxn)=v2}Z>RfZLRGu`#Bp~# zKt8xWRr^UdXRZ`|KNR_|dZb2oczSQxk0SrtkJveRgGUwE8?Lwg4D($RI~0TdV*mCl z3|&rq~Sd2 znhC^P#2w8S^wJ!ElEr_aT8E@DQ~WN0|G@RCy?p64NoFXwCv|6a<%EOX<=yfApOE2& zm~S!+^(NE@)=uwluy%-lNWXftM{PjvL+-!Tj~)%3=_1GVyVI;EYswF;hV_Z#pRm*J zbGpu3H^TiQq_5Mh+3`CSf5P*qU!5oP5Dd}r0RM>g*G2i>pEuom@bz`E`l&v2WEQL+ z$Lr!YPFe3>5v&*Wi!ii{?|TUeL%bE=r(zi5Ey|DDLH}@mh7S^d3A21t*k$V`=S$IM z?EFvIRq>cckN2A)-@);^o}an%sHwL!{r{k_Ywgt|pLIq5Cxzp8_bsd)m-hv#TepGkG^|usGJxF^CQ0r1O4=Tz`#otRtwnu17VNiZ+XI+o#0P! zK8>SR!{@9X&GIv$#@&gz>1(>degWs}skgCLRGadS zD};o(|J8DQGNfthGmsbZQ!Cu|jFVqq>CQA?FQx3@XEEbpe~I+>TBP~ZUEu?}uOaO9 zyy{ND#MQ7KYOinK&8+e|)H9G@+THz}6}A0feb}z8{kfoWQ#j}+@{2I&C-Pg{S~VuJ z&;{CYz1k-SSG;;B`o9gtI(}(WuV)>G^`buN9G!EiY@Y$tyQuxEeD&~FxbaT%)OD5^ z5^Guo{u2A^rk<3$)@Tp*g8g+fUQN|n-=?sX>{0j1#^U=Q@_0U^d!=k|(yl5v-^BQ* z*QM_dLD^WK&q?eL34=YMztq$7EX=nM{r?rNU+<`}=h;!iVZVmOFo#<<=X2;CqF* zzTR7xhU(G0C%UgTt-sDh*I?#r_8S=kK<5a0L1g_gf!* zSL%YOeu(QQ4DzS;P~B@j9gIQVdSZF@Lk#b?qr3^j_?V9n=K99)c^cm^^_JG7d5d}c zX4seHXC(Wn>z{=h%JX0c3O^yk^nF{Qk)B0DWnw1yd(>B>Nn@-c7WjZYBY%vZ$mqQa zb%p()_&%19Fz_4wH*074cK^OJ&UaO)2Y-(1?LXS`O60eDAYaVi2!sBjJXt%v4k^G2WZ2^v-rU?03ZbYazqaNxuloPa=M@cG};u{yg6{ zS>C(;psPRJXF&Q*&g)%qQNPCR*K|tnH~JGtsQx7XW%})7uyp=PsIMZw7^eICLet-_ zV>Ya@0D85>{3i_ZLj5pXlA&k#?f~d3VS!LX&b0~hC*-dgVu(jLK4Dld+OOH2iyzf3 zT{%ApbAFjU3hQ^Nvo}Z|_YZ_2zTkKRic9<6^!x+$7@U7VlgZFKS)V29$o|Y#<7ZrN zohd0x{4+P}6eKsD|G$aQd{9a0;OldN`{>Wj-OjHZvn7lBBlE=yi+t2i%Ga^ypc3-!6*<`_&io zli>u?CyUk@sVYTwke_1yIk4Nex9%N9@B86;34^>)z5~76b@K206y%HZ5BzYWy=A>U z@C)^GkWKtj!52d?4z!O!+t2hZoLH-Pfan>tXH;3g=rVTRBpj62T7D^r8wXpwG(FgZnbmGylvZu!Tm{UN6hLe zLaWQOy1H+l@Zb2)VwLY}j)L}H1ORZ*S*_;M`qrQxg{vH{%ZVSXK9DhW+FsaqK8=#$V^FMwg$ z31q(`L+sZGj^)CB2KCKW!!K7eF@pOG!pcm3gu(uBy|xCYi`x0L0{!&7Ren{=&k;Z$ z`UhLv2iv1fQ#k(#bNjV*jWkH@JRA6j@+Zvh;|Oi%87WR(+k@}VY*W^_ta5q*=Qn7N z3^V;84E`SdqwR;?^;6;o0sm2cwoT_f_b%)M^1=D+^wUSL7#jfkh3yQx5dC%rB~cSr zZ-92{kC@Ac+97{Ne%P7pSbpvG2ljmtp`EFd@9NOqus^2ui6+V0A8ZHvnk&`^JH)^r zhrcnzH`Hfphx1RAKVk5f=x+%_eu4b9s~l)$G2RK*OZ^c8KWTl4`TpD9%70_%xoMCu zVt!(8-}}5y+X>Krl&5`6-0$EC>5z|Ti|J$dJ@KDmIu92z%<2h*+4nq!_O~5NYF~Kr zd|*`n9xI2szr`|R0kH=<~m_7V?8uA~UZ`|&tcg|aCc|3O*Ev!A#WDD;{W4pr!m72O2>aah+ z`5c~WR~UD*h5Z5MvxMP$mgv6-^ZhGfh|e@$Thf!6b3pqN>N8=!pByi!E^at73)UAZmN#MOKk07_^r3!IJNOsWAHtw-=)c)`(PWPd z)AxvktUs&AFiijN#M?t@eG_C7{d!Kj&f_z~ET1C`-#0>j5Qh37;Zeh+uC*qBe9%8k zcptV&Z?5S52DBGPWADucDjVQ_8uH80-E;D9e;;1Ia`cp)(_cpPeFIN1KM2G9#=(DM zi1)q!#*hz*&!dIZAN(cG&&H$kKGx3b2afB0IgPsL0QySwAO`(J`*%_p*ynLxDUYX4 zj!J^MDdoI=;N({OHfyFX_(Oc2Fz^qbpQtW-L+$=Ch`(r06B823r>~vG>kSi6hj-c3 zWe>z-^tXgz{m9Qrrot^1rfz)xNt3>x-`)Qmw}(k9XN>LNe?1;e3+D zTN&qkO#dpcS4^si@;Oy+1^T8f<|pC*=5G@mu3K`A$E(R*T~BxNDdq8mFvK@p@8nsM zY1@lSRhT_b-ge{kvRQt7e?0lzzSAuRU17b*FX!7{cAH;kNc7TwB{skx)IXQe%kB(%SHk(_vMkc!k!cjy zXP5JCzdD#{fV`3agkgTdckcwm$J+4oDwnS_Bv({P@chd4&JL+Psi)w1^e2Qtp2%;v zF2UUfEivH!-ECj^@v?`a{}aJ{)O|qu3R#m9Sx>xAC?pK^6wLSB4_W`}^?Cuk|Azj| z{fN)TxV%a1zLL;A+oyZUwmishQC{x1e3k1uiQWf7eVyvs*yZA<4j>Pt$D_%8RqB^~ zc0XUpa0Kypn!7{Cp0h;XZ^Qo6{OhkBmK_QArI8=gViv7i|HB0A57$c=&d+du)=u}m zgoOF}r&XCY4$aes#nX6%nLSOboq3@7Q6rCU)9P2m|LD39?ziLmr+3_vS?v9X$8*Bm z-ll7w5!fGSfc2t&FiihHD0SReXt!f>96@?`C)H2%y9X)7h0 z?ZBRF#r}&h*bnLtVc5@O{z4e+6X~DnRHoO_zW~-p^Di82V)0b;y)4WJX5RE% z@<8n68l3lae>cdFkv^|^ZFWC*2Ep?vKf+K?#PPgVIFz+NGo0%WVeps8k6DIki+b41 zR$M{$I_pvM3P1;U;IA1kTCdrw71!M zVfzx+zJ~L2H*E{utIj34{D_{CR^64y%>^VE4&{ z^E`w4Bo4IY`PsaMRyQp?FSj2=^v(No?eY?jfnZPQ-v|S}$UlaYNuI2KDw_|VhyQ~_ zeVcE7q4Sr$uR&h8e!~2`nlQvqlqbXVe;va4?)vvCdk^I2@$=h)1kRBX5HE0j3-+H} z*iqRD>ft!wf*ZLj*I!KL`bhY{_D4B7Pe1Hn{~se<@IvycVMP}n&liR!oprzb6zm!K zNf`1aw12|#y=gtHKfRwVBnyqdYAUo)%vRNUBQ6( zw{&$wLd^~*IA22hUb;5W>48g$k^{+aY1rs@nK!I>KC?{2z4P?DIdES9xA*v9ok@h;{Tgu817G@|D$&B|7af!(|tkSpT)D~N!BAwH(h}BA%9l5 zrPrQ!HHY^H#rGA3E61!`oKV;o=*9eV}ufrS)+RBuKWGlP(MO>ty!{qv+7A9#6#34!mu8sXU+F? ze+k3Ad_TWdtp7;hP-{~r*pAM~Z*-s?3ypIC2S9XGsw!O{AQiC==&Qu|N1|}tR9~V;qk>! z65Zz}Tsz-g`sZ(;m!5A5H_Wt^fc5=@;d?tMpAA3y$vNK?{eK-||2=0Hs*j5W|BCVo z=wZGxVO%b>qkRTwTsOa1`iI5%*^s z8v_1Vzq<+aV|?8-VB6Y#9u+(v*mS!lXR7yFkT3FMv!VNk{;h|B9-J>wDq6FwnPUdgbeV4^EcG5Ee%SASA5Oj{0RLiVIJ>;?QB$yH(clbDCG4z*$Tlm zF7K@~=PDWnq=7#}`nE1Q^sX`^OnDH=d;5f`FLQo{K)#Oc+ox-x%~6k#od-bJVO0tnAIP4md|@EXKn%U8taX_tmD4FecTK9f%;6C>oZ{) z`u?(TmrLxujJ7vY4`}{fd6$z7Z5BiRi1h6$d9~rS&25NJs1LjKTdyB^(jV@Rp!{}Q zPJ12x%OA$a`xXq}r{{Oatw@0FJB$zNBRf@{irWtmOr%H<&K2= zSJaMJhWGcLIp~e+ZK(fZ{uG8-w$J}zO`4zDLBDByKVALGMX~IDyD;oStVwB6KIkLf zr(~GvBVl--743WP8m0S18`Y#L75a+phcLu9%bPKZORFHsFs@KKs^sAD{a{^!^djw=Zh#$pZCY?yvU` z%aZT5TnqM-*nj^z6IspX6{>j*zkC_(78wltV|+fM$LOvTrrm?_P#+1y{txXhVnkwf zvUer;YuryTO#eSEjF@2DQL|AF{1eu@A|_q#IqhIH&)*_KYJA@4Zs-0kLa5s9)4CZ@ z&qe+b2Kl4CM0`K6{oWEH9jk$ia{`X1Vgn2#|wd;Vvo_5-bjl`d* z3x^H*31`U7CVw6E*gP*Jcpv1CXphksA{Gpei~{~6{W0cxTfb`s%S95uVg??QY_S;) z-ycW*G8{?s$22RJOjh#a@;unlKe%y%=)MT@pD@TD_4VLlU(@woTA&{&zeDm9cO;*> z2l)-wuMTPSU18-T1@s}m2t$2|u+7!W1`Fl5|2$+@rmX$$803dI{^2(<3+G(f1p1Ei z$96OC*T0tm_-~XyVgCL`?0~`A+ltzA{UQwdgyY4Iwlv!MQS?1*q&GJA)h8YK-|&A2 zMq>HIw)pupESkjY+p%r;KMS|ahV@{4j8k1<(%5$b@CWISQ+;;TIKl+>bLhY0?7!(u zTKtC7N0{H=iQ6hORMF#)3cXJ)jLZG_d2flqx6m z{(awD(2nvsx_yS*!%8El=b`^+nB6BjdNxFTq)7|(NBt+v@0%vfTIIFEJp=Yn#^Uu6 z=J_UJm>=UqLahC&lVR`S|3#7B#L8C@Pxr6j_l=IJ58GNU+mqLik9D5l7O+lq9}f9> zY*WV#PUl^K9>O~#-;@-zf_)%Aj}cBKdKqT<<1yjd&H3@CAfBK;C)wHyo7Li!>HDq1 zq;;1@%>5zy-Zp3ZB-UUqMQ`~~Yjgu%X% zzSBmgyEg7v2lB;udU{k3f0xvq{67Ba^yLbbZ|5nVCx3kU?#PswuoKekzBpm%kM?m! zW!s1EDOU2!s6WFj{u74yj`N=xQ&2FwtLXkL=8J^E{-}Lt#zg&B->p1?|3t7{oZkzJ`=h<85CcWyu z8{z@_1HzzB{l)fh&heIoL(oka5B=G>)rTLxy!Qmo;|PbuciDbI^#7n3ug*R2oIJ5v zbpC6O&m)HVBF1ZKhyC9_{rPz+wZrOBzZkwj>tXmV!xi0ZJccab^_X)ntyGnc8G=7U z{-t*um^3^viTz)LFx|B3;`dP^f21v@k1*tm)PG`h(AjGSgyZmlTb`y;|U zo)ZRrMSiD0S8Q+XAo?B$#-H?eXXg#tJ|6OO9ADu0=gk%?b$(x8aB)qYr_*N0UvRw) z?`Qbq8S9}TdLVxsU)U*p;lOL6{{t`-(@z-gPhmV@?d*JuVOAez{TaQ&&=b0mE2e`z z=;3&I#a-&n%;jFGp*{!^OGZgs{M|0yNiyPZ4E4$Ve`AQ}pZ>(6+qw(araEj)ia zzp*mNSH3;$Z;-!)p?-w%;C$8V>IE4Fpuf1k%N*hS`reAO?0cm`!tnkm(wCXGMX};t z4agtmd7-m!^s%4OaNis2V+_;x%!L;g#Ob>JSr7gZpT7{dv-;f0{qTK6)Q=0DYTyFGF}9_hVN=E?v)2?9JoDmF?cvjuFXFUqO1V9CEvC~n2=jb8E7@DOG%^_K)=C6tw+#w)-ge2RV0cO6}e_4wMt)(bcJU zA2_{9=J!FbMw)N&Xr8DzmE?W3cGqy*I+1?k{8w8$1m$~t0sTdPd)?T5ROf3+z)$24 zVOTH9k1(A7A-@Up^H$c*>WSA~x0$W(Y|YnueR^(op}`HFKU`lGR%!2gNs7JCe?2Sq z+<@UqkdG5R4Xsbx`t1b$K>fXrnCD|R)}3>M3`d8{i)?9_217DY$R$4fk8{{FyND7vmpcSU>WEwKIKT?d*L>!u4df)BlMIsh!9F+@@-U zk`dSV`nhM=iXW)wW$q#s~D%3CBka`wu*Sr*^P^^e==V zA4UG$d{j72vyTs)FBAT9binTeA0a=+{n0~ekCuYQ%^ImGXfl0WDht}lO(cec-0 zPw0>G%+Gc;PO>ZpexbYz7VlFHt#}ChM1B#5^IyWDwNYQ??SWpx_nuUw1qT8D(4XCw z?zwsU(>Pck?%xOlKmWmC&(y!~2k(?mDqugjp4(YVmz^7?1obUyZw|h2{jlhLGsJfm zCsyRyu9kg6^A{>CJkv17y`47ILm7Tg_lp>QMf;&bt#u)lI^Vg!C=_0Oo}F@1rMD#7 z8)29)R4gCXewK|#{rgiqqIQrM#$Se$iNAzle~tc%jmO?sWq3KQpFN*J>n*&mb=#tP zKg4T{PemQN&-7a@0~qa}Fz6?aPng#Oin{7)_L^_X^TQ&eWP$Of(;#1z2Vs7nqiFN~ z{iQj*xqTHif0Hh^Jp|9AdG_gd zUX#ME7684de}q9_kbc7a{j-wSyP^YnioS0^{SiYx_74VsjrvRdA-*HMrH3c4ws7AB z`zLHKEzPv;lcEpfA$^45{0;Fv__v7tE9*fYb;R-~4Cf>0|L^VBweArldLItwzjt`L zPO0Wm;3v*^FL%OP+0UZyZP9py*?A(h!~PEKl`zk*?>+gw?D*$L?E7lM`(^`&IcU`I z`t|)KzyAEL*9Ut>`9HW_)U%!P0G=4VFCqWR<@@?PO0nhfvs}gK`GU^U zFdxdZ+%9UtK*_lvPt-rc;Lnhr@;PN!yLV3q`&=YmKVje(*4J4({Xed-yeQMNp(K@` z|CT?f?(p?b2&b;>Bi^Zfm(Tk8DUFCSq2 z)P7*@@%4(cc>UsOwu-_#Q<3~}zDni!t0I5hWB=bQB&^8t?MmIKbIKHYJq7zi|H`lnjrZbZ|EB!#Y|uBHzse~mK0<9h z%#Y($Mf8l-mCE4plwr1iue$vpaoX@Pyk1?c|9VyQ@B>_a)p>3*r#?J_`U2Aba>(Hx z=Q{>~KSKQ>4CfO#A8Tj+hA@9W<>l0yA9qX@z7_o$D)mp2_c}(8asf(GcPZ zjo0urbWo%$&u?muUe?%9aTN3e>8Z*2?BzJC9{e4~t5<98l%KoP%ru(KGH{+ua9AN9{5^+hv|i3w!kms@9WtG z;~Q`81o`3n{tP=xj1tpB82pR=-x%uK$Zu-r_kjrW?;Ww{*?knkpno)fmidGU^(P^} z!TrK(#IS!sc@u{9VZ3GS%pVbM|C{8?`m^s7z0Q^vq-@*?`j7Pr!l2Knzi)a!keOhf z5B$V@mN1V;472x#2m?Rp`CDZ-%d}4Oe4}oJ!7KOgzA{fqAL<++i*O>@I7(lPu;TPla59-fIQK@2m`;U|J|+D>DR7<{ZRkkL)Y3|J`4JX`u^6t z{MTnA(f1j#|J!5J_tcM%gu#(SsnUAA9GY4-h1Az>ar7-sR{ zoy`dSSPLy4FW)&RFT9u``oBb+zg|M{^I(s8e15{9PiQ}c!9NgQduc=Rk~5G$p+3|j zhVfC~3B&yrTrXkpkLXY8k9}7Rcykxd3(;S`SL^vX{e~v!6Sflu{viL}cMDYL`ldUN z|L`y~wV0qf)JdHTOBA?u$( z>tX$uFnV!5@NYza!mp4(JJER!(VtbDCN=T`VC2X9TV5e6CT;?KK9BSv2K}}A8$-T? z@r?RIKK%~{exv?UJJ<`_BVouN(ciK8*nI}p?o9H0U#2uXd$%&k3+4O%al>k@ugdU! zOw?~W^Si=%2aexx`<2PWrZUdIhBuQ==bjq|-xEgu zHmV=LQhx0m=r7u1qfTd|*3j?3FVx3IgD=PBZi)VHm--)Ew)FTe(S8^6@y4gWKP64i za#@7re|mqzpaw8>F$xaWsl$dB;(CO>T_LB@DkAKDLLp3i)ecDGeX5_TX+G?mr2GJ>&DAz24kidPGH` zUfMvce}ti){pfEjRViurH|F&m>JR$s`ggm+dpf^n<2@qzu>Nd+!*ChVPnfTtwL3F< z&qsb;WIh(&2SomSDb^|+qb1T0T<@34CwZlJc5(gs(%i45Q{5@>2dLjIvL@C=QH!{~ z5C-`n{}^W9GiXWcojvNA5aKhnBZhd0^S3k%wH%gl2K+DDN9!(wd;KQ<2Kgd?TaW3y zzHgYPu$cO{UVb2HVq(hkkv7kHT|4=E0ez^yZC3&^gk3H|{Tavqs<VGue^NDQ=XGHgbkYC><4V$8RZwG!Mz28(j zBnJ!+khi1xzPV3%qtRXy;txLm-L0G5^*gKJ{0;d*7|tUIdp%7!D47WHm2lj1yMVZ_ zlA9P(Qn z|JSOPNyYjJ%F(p`U-?RLYi>OP`}-eP*BzJh_r=>=+E$uMh3t|hAygyR#_3E$X4__&vVYbU;Uo{-mkmPJ?ox(?)}^c=kw>wrI)oM z9?92H`QKjipKnN-1NwvX|Gm&MaA?jQ(4T%{eiMd#H2N!6PX8Zqs@34m+D;Z0JU(r8 zO8M3>?jHCPoKNeL_XDrJ&4G9s<2KYpXCiU_9@q=s7aK*DNe zMc$b+Am5#$`7_M&p&Z}F`3WQj_Y#b?eGB?5USAnz^fS!%GYqryDuKkZ>Plr}4`?r* zuR!8Ks!T+FJ6LbU{1Zq#w?DJOb2rFO%s+voo?^fC&b{FNhS)v@lJ#|l0lr%Dw4W46 z?d`Wb@y!C+GL)x4DznE2rNUY`|27xThv9L!p0aYVKCwJFrg&c<_3iyHyLKh;y^mNw z1kxjpUJP>2VD|?E(#v#Po0LjGUywfOWkcUyA3YlMLA-tnWc2J*=4FZQLyGlTAd??_ z%6a)rW*-7sJ^y8f0cv3H;`29#!C#5v6OQS<4~8LrM|x!qvW9wX-vHwyeX9ge~_PYI_5!*o;eVoV10%uz7fa;eXvf}^OLK@c#vUeFZK@%gM4v*RG+=i z!OFp2P(G}j@lRed&|h_4R|Pkcx4hq>gqku@J`L%UUvp1!%)Bn_`+tFaWO;B`n>^T` zi}jb`|LUK-@LWG@wxpZnRk3{K36Gb^{}+S5>-jGR|02#O3#dNiQ^fHt!{9%0zElqJ zyx2ZjIb^R98ZW|5e?QG5Wk>35e9y>DF=Vo z27`VeKdC;9hx8F<@ryux_oB=V!zTkq{;5CyBQw9w5A+4)ss7I4`fs0FnMmqiLo;EX zlIvj5e@C%C5$67zFvK%Bp2mEsad+;gKzuU{Hp?CgG|HnIEX0!^9BrY!$@&{woS z&7{p!M>pMrd;rc*Gr#3S$>?6-zp4Cdvc@@$!|Z%epk+4oYhywH*FP=udwI@Tcj0~r z*4N6Ne6(ZM6}F!c5Qg;~?Mtg@;#ZX}*ME{h zV%OeDkZ+^%{7Q#D4V&To4)sa9POI^-d^5-w;~nkqiM6or(UA^Q;r^CeLU0 z`vo0$ho^_Ge8Ki(f{rIt8b-do0k@yAeJ9mTS7dg-Vc#PNI=RbT@U=>X@8`yd=R+9g zhxSGo?924ua)>`s->F=A0r8L34<>)WFzs*Ic<|l=&bQOIttOp{o!R-0pi`@_hJ(d2 z?oT@p@wwVKHC|>t&9}4jyFcgBk8}O)ylBW(&GpydeF2Kk~cF%)>4LE7RdT80Alx_t)iicDci(^{P#heZ})74ED6P4HmsH3O@m>KL@|R zWf;yAjQ%Z$cpCY|`lJ7+;`QnO3k6;7q#50h{>bgOtK1y3>#APh4{&~6eGaEad#_b7 zp!s$E;G{m`#&3v^a6Vld9Kx&~Sb=;H>ve1SkQx>S-%qr`@SZC2N3Wkzl>EzK?KV=p ztGC5+apRo{?0iU|m%88M;n%L9ujt$bw7+g=qD1%e(Z6)7x>TjuJ{jU6Y;WQ* zGc77^G~@$uJtfTdSA-#-hWcsZ7ynlGjtcNweE&jV5>+oh+3f(!=P(TXq5hlmBCg1Z zzPAhjyOI4-InaypWtiR%;QdV_{h)H# zKcGId`t*JttIy{{<+6b!4|BVQ;Zh1)U_XoYYCb&s`>l>z;ExeoEH&G|v|e=I1ntS< z_~Z3nV=jPyNB&zB*<3gqH$#r@GYKpz&&sDv73DjryhU^V>;9wQ{uuVxY9_iWJK2($dRpjSz{=W7{Di0_eKy}qcKt1ii9_pJq%E1QoVa$Lms3zlI4 zsr?p--b2Lr%re3FgGP`pj~6TxGeUZ&U*z$eWtv*QuZ5@K{tVg=VX!Zxr%w-$35UC{ zXWz33`UG2P1=$#Ze&PK3Y;~KFuq<0)9O+k|?WYE1-2KJ(JAFPIbeyIYr1F~N*Kg!J zuRnT0+<)||+;KxQ$^qg#?2lmS>5FxUsu zKj83(7PUUDe7zd*Q8=We_jlkw`kR4=CN55CRsepWJu%GUg@MhlI$g2y=ku`|?|$BM zRE)GX(QD=9ojk}nf$z7hPHqcPnDqzrqfu-xgu(xzzab3yM5K@53fA9+eWsm0z&{p} z{#p0WyLQ-r7vx(|AFT(UpFCf`1oR#KleM#1&Mm7Su>T>vbZ6vQSvl1f>d*T8P4yHb zE6{K8d9;8q*cZ;1mD77ItQ_ng^_|M$drah)b&J;f&e}Vb^Qr$qsl^?KYYt`qXD+a5 zKkmqqJ3ipwkRF?$&3aevE|g*NAAC^egXVWV;6M6vhAAH|7<{5R>-m~&;J5gF4Z+}h zPUau&W-0s8{0D!|?5}CDpWC~w)5vKuQM=&#IkXSLFh26jcIuuz+gk#`9;kfHQ=L0+ z$ACQch~;C882pj_zZmk97XM;c-^BOT1ymotU%~we!z{jL{jvQmD=%U6(D-csM&;n& z&_CPO-}dypP$Na}y$I|iKX=eP8p`=;H|myjQ*1N0AG_%TBR=!g%y~cRo z(R)JSg$s_LFQ`wBfB&xT-7<>nr&IqCHu_#$`TFQIXhOeKBOUHPo&1XjNk52%{;|DN zW_kXqoGI-7hrp@GO5=%|0LqKS{2~ng1NCQ!{+eT7N*+T#9_KTp?*>T~yBzSRgwxg> zH8#|P^L~s!hal$h2E%NBGNkM*mHi zod*h>b;6$byBhdSc=XQH;muYMZ{T|59AO=rvb_%S1!!;1TTFFy z6g1$zBl=tC-IH6D#)rcBI{GK)=XZ|A+v@^bzO}uAdCkd5eHB=f|*R zDo2adj8!vzG_NM&_VYqLB_C*->@2F1<)Axe{)}GG47zX*asn70bvU1o@qy12OkY5`N@^6Ec z==(|59^zxvkCA5_WN&}91pPvP%W%C!cd>j&4YCmy3H4$BgY=AwUpZSRHXZyg<}XHF z(S5sqaSO!j7(XzaMDiK!-1Vzx@oetDM*C}jxuiP=>>1@vnA?}D=H1fX_6@L}qJ9zP z`3zRh&No~GRu0WRvjO@?`dpWe=rp1>9pr`myM`Y-Ffo473-Up!xikC6W-4BuawwkeOp`>X;ghxG;RpW!O<53D`ipJ4Ubd-DQ!|2I&aQ$^Jlk-?DuL1rJ=SLX)6UukYfG+O)jq*VrXisAnO*GL6@`d*x zvA;2^uf#qM_zmUa_p1bBz7Bo$y*dH(o67(0uPH9;0{lULG}d5CK|gCruzx4Kx~ z^Hl+1kdOF&48wf=VD;w{ePes8t$(l70Q*m*e{BCJHN#!k!T)jM_+#zej|PNkgFT}^ zB@FsWzqKhGxtSB5*6gFmD450V46O^*Qk#s000=H9b!ya9QjyvHYX7#qCMfbZwWA4u5Ov38aseNQVG|6=l*^>Sksg~T5(DZ3Mj z=a+&$;Q5qS=iS%WC{)4yDD2PcP-U&(ielIgBRvz;W}T4fH3{a|RV;tP?EjAh6NdG4 zP;^U!`vFMbgi1k*+bGfZfT(|jLBDXmgkgVAxVB-Gqqhy5FX4C--}bt{dQ~pF?<<)2 zV@|)0`)5M_wOBkp!}R~&tQ`C)`d2E4@o;@(_1XC;VfcSg8V~yieQSf+dl9UEcn=o! zYm%eK+TzLGxqq2ddi?w*Nzr?CI6h&}SE~Q?Z_Mu-0pOnzPgYwWFJoe?*uZdix8iC8 zPxw9ql21}1?5Q?_$PjUjMw)jf63}I|G}_;jpyKY(BXC`;0N;C+d1Z?rEnf!F9}0A z^4EJuRBY2GWxyzZ!oY8wKf_B%pS({Rmyde$5$=Z&eXlP4J#P^Q@hi^PXRqrxn{n?U z{>Amn=gu+TrD?b%EN9#0a6{1Mv2)Uo4jSM;id^^Ndm zrx_P_=|O#*|I`fC`pxSydA`tZQ>?MoEz$pc(LrG8M!ygP7z75VSKWy_ca$KS*HjPmjqoE@i|cUE4N^ew=4NcNa# zqW^P5c?9_PZQ8$aE!X#em4;txHfF*7G1T{I1HV5HRbK=1#r2gi=f|`)jeou$DS*kN zyrwI@O>ARI}e{Z#P%iVKhigS@27T0WEO$GBmFZ5s;1mM zy|4Wrsz2lSy7EQN`w17dH%{t)S(b>l+N z`sOmQKisd(`nsfXezO*=r$`@RIL||UW#vAEXFHfGwKtK4{Vw_^!oV-__c8*)aK3={ zJA3}rEz(7z_!0GE_Qov^UDKxV_<>=z{>NK~vkj1li zy47t5|2#_U&lf5^H=AxLvKORxp-XsU@kSdS&k*MNyGZ@s-Z7z{;r}JD|3%K7rPV&z zaR0Z+IXh$KP<4o3(4Q_EZ&ZI89xMxD^$Cw4eOWYZP;0YXjfAUYoR}WMV1JmuBnM{ zKwj9MVYc2Z9?-IItmjVNe({cJEjrhQpuf0Y5a#}$VHQ6!%= zL0)|y13l>93A6t@6D+wh?tM3lmr#!MEtR>q(R6SDc>*V+`b93 z@6`m$ymVL2ld}YUK>y1y{l6G1hxcNzzh$B0_gB?!0C^dRW)l>^%3Kv)kZnf&ORvO{9V1HL;Cdjy0WFz-|AEC zti~%pk=#l7ve1slZMt>Rh5ASjVIJ>>zHn`~WcfV4zJ|8Q?Njj=o#){E2t&M!@zolc zVdfrjF|eK@f7bZwM8%|Bh4=>hUlUT;;f~*P@Sp3&@?n_y*EPR%A2}w8_P016hL@7Q ztu+e@nN;P-{n^@tb<5XpmVo-m|Fu6Y%^q%W0e_74w9angc-u9-fd9DvWSHI8T({Cm z^U|^s@K@M=UDMHayD#QJes-vsKEg0w-+wXW*U%qOIpi}@|5$yt{;d10RiGvr(XN5| z51aAv=dh6NkRL{Vg`HQQv;K-R+|NLMg)86HnW^y`;ya`#+|O>>`bRc=e@2++=U6$* zSFmz=4@|(y*?x_c&msPVC+}VFH$EEVi}MT5In%0e(t^vEVF9D3WbL+L4`tx{SIoDC zKYn|=eQ_b2@1j01+>PWF{-XDX^!=jufU$hN=J2i?|K`GZ2F`cA>)!+RG2{6C$o0{2 zL8ldNfjn{jBMkdnYLDe0U-Umz4)Q^MvGy!JW9{j^B0+?{N~Em+c-X%n{|WQ^77;EP zCzhB0;r=RO#q=J#h2NlmJP#nu;{(Eq>^v@F&x8jP&-~){9y#sJuC2-YxqU9atpk6I^CJx7BYhi;qE!y;7kv+h<%IeEW5cWX%g5_Q|38Z7YlLBb zm=BMZn7ny`!wr7FFxsH#YhjlQ5Wi!8g!z6r+Udpc0pkxse2xA(I<5CqH|2LcUXA{~ zOR{_VRftE?A2H1K>oJmB;uI=0z~7=gVyt6_IDW7PeMftaalDr0Ubg`J0m_#!#B10e zVX!Ck7com49=D(D0Q!ma#;jXE+jMCdtOuyCgn=JOZ%o33&vy4mK>28~y%Gk0kM_#S z-Dv$L4DE4!VdeDyssdKd_8WxZ{F3HZ)4H|9$_wlT5GzrIkZpfj(irn=q^|ZOiFe=jjYHecJ4lJmf{-N01NlZ*#Pqq4MOekYB*{k1)JXivDzq{n#HR z1IoC3x6D;q5#O#xo_$ZSE2q1d!vEEvyti)~uwBOa0E~w8Y%g+FI@WKs zyf(E@P;T7uv6DOJcY?a2pmAK`e3{Sv-3G@XU~EY6QG_y?>{803TVVdcl#wg>;)ra!q#;&)<@ zscr8YMC@@3WcHgv33IZE{IFf95k+x-{V8}eg^$(FRn?gJpcK>xxpi!XNcT(?{2 zKo7|OB#He4VYv#TKWUi!kCL53!Jp!INx2t(Owkm5e}nT&I+-)7{y=;1XQ-cq!QRmR zlc$>78oyQndU5`QL4HUdE2sB#1SLi60|pb!w^NK#WbIk-xcS4 z()&RCi2P2q@v014D*FE;Tn|#Krwq~b&gc0uhS~YY9-ZEMrC%(8{VCGBCtcZX@q-4C z2ioJF+Ku0J$0&k*Vt;9Bb_bR3+Jd~1ziE?C4;xlc2>c_QK0cx5=y0%a4-Fen@ z=S^+kH|pQsea!`NKBD)k&_C=wmu2Mn`2@5#63c@y>>p7d2($0o1beGKZrnFelz%~e z-RHRJlG316+#e9;`oPK={rlc|wchR}&Fydh#QZ5L6?$A>_b(h2ZWV0-`*9q9fBc7+ zXWnQ+{DbibVW1!5r~MgwJk-oY-}~bCRR_WrPjS9i!p}zzydGnGVxb9)hw?dSl`qw@ zqz>XeTu%vuKSBLCXeaj~a-SRcF9R_@4m#?MoMy5V=$rm8hIk6&Au0!Z#r1|T$Q#!O zR{oXbMVNiREMS=apHGmk6KK(|GM1kgreCsqK1S^>*aymwFvt_#%at?z_k|BT}wy7l{eWVjQ*|8+QFWBsOpC$K)?e(G?_ z&$(7%17Lo5UUFo8u(Z9k6v!LfXBa1p(n>o6{s;AsFwjTXMRK#P^=w!_P=7KIga4uS z3*ID$T@bzBMmS7CL&KyL$_>Tx%|HzPnA#%-dAF$#`a?L=b5mi_3%)dN@)2Eyx4;nK`kv;9=PW_I`{YGxAVqv3iJ`j&-}8phm~9n@C(Pw%G^KIYlka*e}v^(!mNI|&cUFc*nd`DkVAgk!~oDb(3+b@-zES^7Ml~S|H5dL((HuRwa$e-$e(NQ-MM)Q30aqU2hPWASn52zo< zJ7;_HAKm>y{+RDQvHfk_oc4FQ z|2>gAzU-u*E6|7j{=~J6xTMbe<;PNgIa<@sM2EG?S6FW9`GxyV8t^abe^J{-Pob$tcgS4MjB z)>+=yzw?mCOL>15ocN~k6YLY`bNWij>UU=Cpnt5NZ=NGG{Obk&6Z>bF-G|8EWh8OV zuOry|EAjjpc9U@W7sGzKdmEfU@~8UX@6jI;27SQwfH17Dh|hEz_;Y6d7w+HAjCylo z{G(RIz4SfxnHsC#u}YI5p2qo{)n2fxsM;IWj}7AS2?PHJ{fpuI1)MLH^ZgTHh`*>m z*Ex~5kKF)_{^{)O`c6&Kw?V#0A7Q>fJ-aq-;zUDjcpre;ml+(+IJO1WkLfsm%b>U= zDrNBf8_M%6VxS-SK^VqE{u74wh|d{Jne6&79OQ}gpBs5Ax=WcQv~P=9zV_UrYrTHX z>Iv&Ju3robDZU^K{uk$SZm0gp4hj_zZ=gM%J2W_Okdy)N592+;JU%@4JjA0(&k*zp z={x^5=B3G#qaZ(=e}PBhwG4+BpkIVH%t$(`IUCOVriuAcfEer%{R3fcj|E3AOo=o7 z!sCsCEc5bCGv34dGU)FM?luLTin{>oE&7{6t?G*{24URa71|_ymMf|N|Bd`5%-17^ z53}}IAM#1a&%($_C397}dLHC|ke?UbW^}NqN(K254omS3x_m_5g#61z#1OxrdO*{h`gq0v!@`e`TX=kNC0b^R>G2#`?@-2@@j31GgMJx` z`ExbF-^DIm^qwu!S0tnT$jf~`kLQcp&$we_uLkE8*k94+B`e<@61|s({3zPpr+Lx(zvxG<InNq+>aC=>tz>T zn;>_U=r8{6z3k#9M~KJKey{i4wPxI9Z?Io$@p#uAM@Pz>&j*b3Uk|wuB=kGX>AUfx zgPDp+1FWBTe~2*fAN7Nkv-^2BejO|RRXK!zZ+TPZ<5ow363^eAKYuH<{&tPaQ~3Ykn_~XlPHwoY zHCrG2AKFLhpyXx~>+9g(dy2~mLp}xjXSj&g`_kzbo9=At3i87EqIAZ?#|~#I03-hh z!+MVT#xT2YUK;jkQ;6+FppVKgjC6i&QwIJWd3LiF3N8F zJmBt$w;@Bj^x^t-_u1*ItyL4jzau}&?Z!+QSX#^Pla_n-(5apN5Y{UXF})0TlNkOl zhV{13zZljhv}dXh>jCOx`O@&nbIl3t|EdJ#2Q%hRxP1}UCoI2bYL{%cY`YZup5@-r zk^5dx@`dwv|@UZT-GSE^Yi=7mtUS(ycp(#`t?9| z)xbSww_&|RePEcqm+`|d~cRgbUdhvf;B0*L;H()!VZ3%kpVCVC&)eK1+mLkslDMa+M~AP<9oG1vp@ z7pu?mT@17Hokw*AtGd?=gnSsT_Y51;ev&Zwf1K}QxwUIzR)>Io%n^@ASiuM1qZbec zeKY#E9Q={^eR@`|;7$IL^+)d=vvODu&|k3ro|Aq()_PYhyZ&gqdBmT`T`P+^Jn-T7 z_a2Y;>2^><2lBC~--P*kN*LBll>g(v>lSKhQQV(DUcF*ggJ&7+2T?u@v-b!d$LKyw zxYGyb-yi2kxSNFWzZl|uYLDe0pEj7sbJQP?pBQHL@%Yq(j!R~D2K_+$dSZBDS6t7X zAb;d9!zXBeO&H{l{3FccK~|sT%LxO&(H@^{F?BBTk^z3ucvae`Ozht)uc3UyQ{B71 zM%f+te){R$?bcZ-O2AJG@%#yczs2#N9`=10zi1zP4~YFg{aQ1AY}6aDH^kM_vPF)hLRlUJJMJ4`{$!q{_lVvc)nKC{CWJ_5G&Ac zEPvLJ@@d8m^K$xyw0$*AeEu(gzLV=)J_YDOe@GbqF9^pY4DlV(OBnR6EvEOV1*|=LZ|K!H z_4=6OW*{Hr->d0cESF!H2lhaC)#LaT{%?W*Nbjq};oG-PKg;_k4EH&xe&U8O&yRbd ze2I9zuMmU3@os|;N{ss#Lp+H2Ggd#F)^CP`+hQ0G^^eNivGW{;dlEkhb9vUf74$5( zm4f@RNN??gt({)jYr}q*u#bY7uJj>=57fREG1tG^bPI>Umrp}{hy18LvuW9=+dF_? zsNb)LukX0paueJq#`4#v3vOTfz6|(_`bZe`4aXx4?J+)l-Q-w3b>VQZN0i?ii>Do3 zR%Agufa}qlUICZ4<^SdTgEviY66<$7h4Uw@Uzc3#RuQ5A`iJ^K82U$gSUKB|vT~O1 ztxNl!XtcNse?Ow`$)4keoqKcpdaLa;@czu>+&{iGo%FGHzZTfvW4!%#R=33$ACBYm zd%Gq6z~9hbkpIK@;O)b+T{>+t0Dq43y?t6T_fmWd?B9|8ceCbPof(w}_gM+Aks5UC zg$KX?`EK_R>z9|7LVSz-e)n4;MQAY%zE4GdzH7CA`M~Wo?C*w)^^4&ovUkD|FW~s^ z{Vl#r8@}WE{65JcMXE!)|8VQ%zYo>40pob}%I5uS#|+{2P;Y;3UZq(g%m?+cKHysS zo*AAzo~ciIXFJ$Rn&;06t1^B2VBTrtM8((89_9PtSM!2<^6~IJKI+RyrOm7K)pzpu z0zUc#SoiHBdd~ytC(QNpIbT9hxXwm&%lvl%OYlWfi z7r>w5{0U2WGyLbh{pq~+vTQ%yD09$j*-9&JAC0PhL&Lgg!g_`KF~VS&&xks?vB*#)1B)dVZI)G{xw`?)So55FXUg7S+4I3 zJ6(vs318nkc)E-S@Q3hsw*{}?PvQBIrr$f{KgEm$e}wXAYQ0kxuull{L4EoXHh0P= zgIwSzuCIh4Uc>n^Oz-gv7-sk58D{5iUw00(9;y(=<^45hS>%GMc)(~+UmFg}-#)(^ z{0Ykc+f>V4NrH5kKl1N;yRij1GERzlG@tKriYvO#e*pOtr2qTA^D})bpF(@2|N9Z2 zQk{_7a?Jn!m>so!N4IAnf2{vw`K66zQ~UA#*H2xSSgV6^{QT;t^JV#AeQRL8xLy&4 z^9ke!VaUH>KAvIv|0w~(JBVMbJ$s*lFzm;1{y%3qmUOt14fcro`19`9@W_Mn`1@Kv ze-0~--};BgPrt^RuQTnd4)@7$KEGyc&Riew1n~v(>(}y^3x>w50Dpk@qZr;n_Rnw{ z`76SpFG$aC+cnWjZk^#iF!tXp|72*AwKDhj&5DyBEy#E-caO$v)|WI$e^SZi)!eOX zaOSlqaQ_G8+3Y@l#Ix!M@Gs~e3B!D-d~KSFSHE?@UzA^Sp}KO1LCvtfp?@I^-&-Jk zgdv`z_E;bC?}V>RS)<*b-sw(p5sPBZ~ z{ukQQAM=cfMKe3I_mu^I5?(#OJ6N=S;P`*;4;tt6)}5a>|M~8}=-I&!aQ=(sf5)%+ z;A1xg_WQ`+R@0hrz3MH%AMyA?303!zT{TxhenwnhC{fums@slh;Qy)oOUFr#(}Xey zu)R?7N}|HT#rzXWmc;e=+ISP@+ZNOJ-@LpY`6-l=nsqs2b`tOt`)8QWdxcUC zukR%8_XB?{rdKF+w_(pN^&nV(#oxPeJObAfp|tEw+hs;(kblGe2*Y|S=ATenF>p`2 zXWbb;h0@&<@B0K$NdZBES?$T*vBEkRQcycfD#srLs zWBY%h+|TeQ8|J8keTvshp?uH3E+tR8fN>)I^5Z;;E8H|-y%6i8P{I7oQJu9t!Czp1 zgjs%Es4)3~=kwN2u-;&MMd^9fojay5|07hKeYaHc@NV|LrckN;jsD}{S)d=tKjm)c za-5&fW$}Yhc~D09iplY?{}Qin98V>Blzm@+8TYMR?l#e*TyHucw)a7%-$Iq#wW*yO zOkq6{=OY+~_z?L`<*0@|0jo+?w*o!$P z77%}k;|pOsquQcger7WC{i0Aczk~Y$gV&IcM|r6}`I5LPU5%Z02vxs_6@*<61^Yc9 zir+Y{!u)Nfc4*i9yc*P>WIM~TmFk7{~^wg3aK3AE6yJ=4DxM* zL4U>T7b}PTLK_V6h}d7Ua_|qR4{UteFACL{qz*o#`wHR(qBrv3+#k+&JN6S^)e}BXq7@u(9v)PuX_Dgu0cNe$UBJA3s`ClyGP0OSWHrB-X zQhmwsQYc@-pg;Nl)(3hr|HUx=wtq3$r_;X}^b_Sn{lR&rI9?R8{?$ld2}6DW^_SJB z_=VMH>j%elpF*g$`Mq=V!0)i0Q+veR|7z{uJmKThM3%o2YNa0uOdY-p{2}sJOOV#_ zll>*wZyF>0grAT-Q#sf_@w?cttC#WZ|JqlVzST*c#omVyYJI#g@WKeu`#@MbA8 zHGj|Vp-SJY3K^z+DZ?yY5bE5VmZK~&SD_#4A2F1p|Im3YJ4*T1Cg2C^ONX1QtrhP{ zf<2-C=uj1|pwweJ%tyTc7Is`$etosYZ^&;Li1|wx{6F%)V?)dfzdIw_-(>j9v_#91 z(cn+8yi+@y$P*os+dpI2$@gc_@N3{dkYAk$(|$(SX=}RwV6`+Z|4xaD$(NEZ!upB+ zpwq>NF%z$>XZNp!45v~5o!4#Nx5RT8tlwxKgke90{+%$a=eYh5hW!=Jzw@VpR>_-+ z;4hFrU5+=(Mm`q(pPqRCD1E9 z=)M5XhcL7!ymIjflWmVcUgG_MP!}=yQ?x(b9sTa4pPQnnNAlIZKhmTudItO6M@Sg* zq1aznnY?X9zMVkc*uJaz!EuI}2l)EkwXgq{!?q_O9>evOF!)29KPzYP2rE}0`4NWo zh{mJ-XumG(I%t%|K@ZXSDvqzGE%{@5=1IV)A9~ZL+3L4j4*LV-zh2Vvh%Aq?>u z>a)T7fZJ6)N?|=mei$ZhGt_Ggg!lsaYk2bG(i!6a^TTo@bLT{9ttxK6Mt!&4n$SlZ z?sFjhgt^Q#(@k+w)1~X@N^^w@#k;t3Z@LM}I;X_=V$lcUhhI$S@uJDfZv} zNWq=vm`DKxXW^?Y&D5Xi@1d$S$; zUN3Qv0{U@0!kk|75zP~{>MsK}6U&z{%f|@`Lwl4r!}NbGyqxZP2+cFTKXY?`3h{~f zyn|uT&mP!6mV-Pn9%S`v$UX>ze?foCFx^Mu{W1SS@JWcUAPm^LZg*um@_7ry&r(i1STCOAp=Pea~*Qe5KH`K)rE9`!3)gP#%_5jS1yn&>kaE0 zVjK7JczJU>pcnPk)?X{H;+rd%x9zqN;j6HPAaAU1cW%}DlaDI_qkY(y+m^`n42Adv z=kG8mBXjd(dl(Pr?=ZsTclwzum@oG4aO+M=-77aamMu3K_AdQ z2!nl~e4M`QxAfAytW4*(!XdIV`$!Flh4;;Hz6?Jl`45qEEOEFw2l~VL4+%@@qL427 zzc1u3VURcCp;objl27=7vqAkC>h7~&rR5I9>*x=MdUSnpI_NCyhjIT!7~(Iq2f}>6 zHFWyy2a$!M@6nKcXXo8rf-0KX{b8YV&1R?NqeTBl+*8ay!oUw)PY8p4QTxBy6Lyd9 z2j}U?uVIGHFYc}}Xa6@T9Og1$xS8t+Xg@*RA7Rk{UjJf{7w$J$`75G-xaY!4(_C_a zUgXE{oqhMl?-Tuh8_I7)=S5CSuik+D1?uyNRkj0y6ZCmJF(TCMXnboP&&gxPzj z!Vz2Ag)g{u3;2cfk9cvX;FE3*-`~6RIVtgWr#JW;%=a-op6a^{t~qu2d`EVEAau$9 zk&+qH!tI+d*I$MOq;Dg4_xGFjJ(I^bBab}kx7_Fj{NEMQGqOtdPjR+8{J$sRKfCsI zTp)n_IqJix(dG6rv+7{IL46warlW4c_IUWeag;w{h-Xk=SUG*KAS4X?1LPmWbRU(K zv-{)1(Mz8$+J5sYtVc-C=+r&KR;G*W73JY7-7>yU?j9bGx_0d8cl?P1$Oq|j9p786 zAmkG87wLDM`tZ%|$`Rb(y3T%f-o#HG_=Wz+wWaD==KTbSH_$!_%j?kiZW{3&vo<$D ze@Ks;&b3W9Gc;j8hx2iB^zJ#tVH)&@a+D?oTF^}NqeS)edBz`O)JkUy4D@^ z0oTiM@8XOuIF1DUqVhjM&u;W?1b(1Ccx>vuDOSG<{9%N6Ji1nZ z9K6Hss|r1%6I;L8iQX$j{t$-qMVv2T?*BYDO|;$I;Xixz-15!Q>GBKsKSUhgGpmn} z$&34vDzqMX-gxk>RkDi5=bkSbrCa@jxqtA|Gx!qzN0ZCbOE2(4oeqC*Tj+J8<=$i; zS-5|R`6Y%IkiRAj@r(F=5~~mKJnDznP18L#DR1FDSF|s$SJ%fGFL#IcT+p9QaM}Fw zseTpAAN6a3M{wxC4iDQqN(PDLLm2!K=7$(IBYrW=&btWn{Vl_6{hxTZ@Yq)EpX~mW zaMJK2N?lS`f&attCyiS7!S|3Ok7pRJXXOjGKT#jF5#&wv&pPL=y*3{F2m04Z^-mu^ z_|ysJgX_y=|Cmc3av#BcC6xc<&1#3l}Ar~ z%RQz1jpXN@rgv&?)CwN|6P7Bc`FURr(Hm=B$@$^^A-dM(-Blj{_)Lg?tF5O3`i1_G zFzjzpKYZ3)AD^@HF|5}ZpAZK7#{G$}+LDBo$J%rKWSH(-3w;+D9vk6l3I7L({rSc{ zlu3^M3H>3zeP8Wf5%eky@*iklQ%qZ>(*o?lUnBpf^i|pOFhhyk!<2ppqb3X0U_XiD zPqCWX^Td=f3P$8Vr%Wy^c6xOd_<{1B8oko4)AeCIKAn0xM&sh(Av`|ui_xw5YcvGj zPel6sQYJXsN<9Pmwu<$eFnqsj`!DACaViIY)W1#nVcNg5_B|>8$Z$8xpA&}nX^{Vf zA-+RUX*V81=({$=-3Ze^kmpARJ(P%Dr|~2hcy{Z@}%}2^PMp&>!|s z80LrV34{LO{0W0RQ6B?7oviV?F_r7{G+DvT(sjCruCLRx6>b$N7{T~Bzv&m(IR@MnaDAD6 zDIgd*9&cV*pc?}L9vdZ$0ScK!I87MMTIcSgsE#2;!q7j} zAN)k`yYF+zKOlc*41L~t+vB~EKS%qR;T#ll*`^Qhi|P+M5%41a5a>VEPdw#b>Nybd z0VZO7nSmJe5$R)iGi#6K5N}cYw4|YR3#LJS5&I7`lleF+pr1-T{6jqagoMH0g#C*l zKEm->eRdudICI1`1$=-v~96e{JJ^}h%#O(?5_$(-6<&GM8{{LgbSt`QdUyl>Gz7huhApZ!%`33TK z)~wRRFP_hMygl2t`9n$nzp&n*znQ%-UuMSjUqCOew}gSexIbc;-n$Yq%<|{KZ$4{Z zo}LE&7w0=?g~06UI??+$sLylNIvjlPpassCalc9!;apcUiI);u&0j z=AIgPG=7iheFR*;2rKrW@d*FdzOZwl?jzCnci7*&fp&Y&M{VWt(Y)xOwSPC?gL0&I zzToBb`C$v-`$Viizv< z>^A>m&fW^{UlxuQ9&sFX3HEz9pM|R?$<%K!1%HF_H(|d2Bh38=VTkXk{n?zKKL$1Y zSN~&SRryy@{toA}5HY)tEnF1(M{oY-F8ust(Y4ZLB?otM`(8YJZN0Vc4A4ikza3r(VWeiT?kDaIM7MA_+^-x3-w& z6PIevPf*!j1nV8jZ>e>0b9C=IP=1u}vfU<8`wOn~`#sBESY^H3-5>TZsGrMIdd*82 zRm$Z_n8z>68|@Q=GOQuK!TKv^s5mt*7J@xv|0`0Qy2J#TzI+NJ|M#GL2`lZU_AC4Uv7epm4)Hbiw=#9!;qLEsK_77ZRl|Pd zS6m(p{tfpNtL7DXEon#q`69npZF;_HTf{@~=Q#eVbFK;-o-F15VYT{8AK|+?m@kgM z+H9cyxTFa7K8kSltSe>N$(=d>S0`Vbxn}uOz}SE2$;lOm7A}VTC(;)xjDBd{_#NyW z_fKoI{r8Oeag~>^8N0QU`NbnZ57u8hHYawX@dP;UL3ytAug*{nS_JzsDnF3u{53_H z@88$v>-Q{~AIH~|b*oHg1gMt-J?OvJZTfY~P~HLZ6*&I7(mi#Nx1>Pd^u_iSCVevM z*ykG1XPj@?M2TLp#iINh)(TCULj=Yh?Fsx6w2hm66;7^f0hNqGKhJCr}qWCBj z_G4HcZX8{FSmVEVkT8so`We1SZngH8B=|lWykcSSOVGm+%&i$ZDs)Tt4e#v;OqjE9Cr*m~j7>-?nRfyoiNE`k(sT1p0^i6R|D# zSGVYO5N{y85ecosXQ9L)76QgYS&@tV2de~@31vUXQAqLUy##r`7I z-!1uA)(q>hhnRm12a|s%%;POqPVXrS3B!IH=gTm&@5mXSmW(~r0_!1_?;kni{kmV^ z|B!!?H*y!nxrpAMM)?wk`5?a|TaM~>k933c8f+h>@mjyXL^kjb=O5*mRW_^X3cn8+ z6+64L>_ugW56~YIhWX)mQHeUSnp!=$HEIdzqP?&%m~&kem2l@|Z82LFNWH&n)Ud{w!J`;X{OQK##km;=W7 zM4QF;X{_~!`QUyz+P3GmFPksGdWrc-!ZMpl9)x-RFxqa~?DfOD^ZZbBNcKY0$r2EM zk~<7pUAJ6 z2@j7CakYT&H!&WK36?0hWHSf+8S)1%1ymFehw$~KUckGWaj~58@cwqArg?7zzeyO}8`nII4Yt0t zJ9dWe<&oZP5=EK9?KcjN~vr~lg#CeHj2 zWO4Hj@DuANMsDmc&aUAuRB~;PM&c3E#Lp_7@uA2 z1D6>O(R~EM@O~%SKf`RlnY844zb&&D^ZO;qa<`MScYlWS5Y(sS_T4t-cAg9Ng5xI- z%<8}PwKHFjl6{>dFPVLV?{&oQa|j7@{Uyx#O&Iur`kws6&7yAMEZ`r?Be}lQBZqyG zFdp7V+_~QGeygY1|6|C1VZ60-{jP|i?v5}X_P6tW(Gi~q=ixpq_O~lddHamKyU?ES zr;6V{3`$@;^rtBXWgZ&aMBm?H`xN&{eybEExc^T%npE*|a2cFGQu(*>ll47Uu>YSI zrrO(8$@;a2^FY+U)N7HA0*lY^eH`*{cSvTuyG9P&4k1u))^PcJ~L2 z?RO`SQEl1l1NM#d5|(5BjxgWf?76+cBShysR>lT)twJYL+_C~Fe0o(b|neh>!!QhO{1`$xP# z(tSXr>U*FclZ6$=j*Io zK=d69PoHz;j0)Hj%J1OAaTW)%pYr`ty3MsKt~$fy>!>_^R;{ZF}~@{?b6quZ+nP3ikcZhyRC0 zdNNg2qt5qT1pWcz9m25QQhCt@J-u2B_@0sQpX{!02X2P-3GF4z{$7Fg$Xd`Rq(5t0 zR=RsmGRVhQJRV`t2fTm9@H^6{tg5qGU;F;x{yy6#Cby#ZLC9y}c-aAy8oReXh5b8@ zmmPZO+2Cql9v^4lpZBi+$5HS-6zbp6Uh=8|NB6aRnz_1( z>;KVf)tjY$-Qe;*Hf(y|$9hqq&p7_EQi;ZxHQk{-^7mM|!>h~fp2PhF#K)cb|8TZh z!q4jn!+guT_46y<+q%9152U_XTYk;}ZhM9g627cpwa%Bb@>870qe}wA~VTk9DUWVCvK^W*keaqF$ zT08u{kn=y+uVnGPnj_F3=Cc@frTG%(_fKMRQKc@^%TfSeV1^mVNoboD+wVOCtu`4S_ z%=J&uHPiJ#)e83BicsKr@seG|OE_=C@daMpl~fu{VKlJf zEQ!a%XO8x}AGdKOx8Jjie(sLZuLl2v`f)beIW8;P2>c=H``N#Zp8`gV275sMpNrgE zJEg-okausfJ`#re#HgQy`F`SD)Pe6qM%{#X2l>G;yRUxk?aRRjjK4#?fb^bgGX0*A zu$w4DlrDV}a4h6{qfR1pCGI z1;*~ie+{QXz76yDgu%by_ywWc=e2kG-hL4IuR_m4EgSb#kWYkozJx&^Mzp~`#1ATm z{I&7F<&bZ~`Lp(Hf6w}7_p=GZ`hfnEmD77x!onTbOw=4&!2XclLP0_0foVTry+wU3 z{N4Uax3^{R|AV++yRi6Z`T6G;VSkG9ym)+Dd+9fE+@3DJkRR1MQUUU=z(`Jj_eU-A0@mnGF4GyIRh_XJ4a<-TW97JZQc`Iw9O zK^WwV>kBLQrg(#4c3#iwA0zo)w(ag(dTtu%3(ohl@1C!gLH&8Y^YWVyIaj(S!2eMV z#qkKU{3Mmb`3ma8l@X5V)1hK6&tISO_2#N&i`Uyc(f@Jce6B7vI^Z=u z1Ne#gtE)TD3iSUTfc-oA$E%-e!<%eYg1gY^mhQ&F^G&F2lfVSU5-7A4zmZS_9H_nSp;8kDc! zFXiiJvD(S$eF`K%zCFeKBMkG!??)J>@9TwxVSJ3Q2+LUzJ*@r{(m%pHKUQoKr;^Q)aee7p;bQO)=syU9zM{MdgTF_6 zzH#D)uWc7qC`bO@R6ZMHt1SBeBV3ONL%xy9CxyN=GWUS{n0{jZ-b4)Y!2K@6M`%As zn163en8(*QPg%(r+ZVz5JR18WtV{Yx<=kHo26-YqC3?lrLO01lJdFC!FulJjB+U84 za6QShWZlHdO*1}0{te@iTkX@eo!ms<@8Wt#SamST>sDZdwMObi*l(kL66XB7o#EZ; zF>EEYM|v1$_YX_eOa|tJc(V6vg{Ao?>nEKlZy!SPVVK^(5|(v%-T&gT7TDjR|0{DJ z+xQr*h!0*}vtWU#K6foY`O5vW9CFv3GbpUv{uq>vY#| zuzrog_K2Z9`U@(D_d`&>3B!0qFSTd;S=Jx@-++)|cE7SLt5^Kz%YzkIzKr45tUoGm zCi&m#H7Rd-KMk-qBQbppv;5ti0imnc`OM<$@0}CUlRWOM;`r|DF*TaE2SL1p^b+Rs zB+TQvyPMX%u2OIY|Az9to3whst2e4}Kd--de8Onr_TJbpQ1xL^PJUkvAy zA^&2qA6vxLmd`prdIt2NKPX2G_J;OVUT3KKCqGMhIo(GnZ*)_P`1k<$hx$*L=kpl8 zLjI`2**s}Ren0Rh$d8JcC3(|hMc=!jeN|Mf8S~66na4vFHM2D;9?XOBQJ*TE4mI1y ziM~fO7Sl@@^c(#dVW^M(yD}iWcXh4keLEbla(#T|gV8DA4>2D=7|Kz8l^33^&B^J; z&r2$+Zdwb{?IoE0-S0HA+289G_^U1A@fm(e--{EL@*w{~7}gV9?-*wL4~E(O7Q$f9 z$nX35hC@$38wC8o`P|=~`|(02Rgf3n&tteF$%`@HMV=x}C*0;Gk{nk_k`ae%0VV>`)UiCFBHc%ALpguCp?ne>k z=V7dzo%dCTrA)s%<~PsJRmaZBFY6|{&oWU=FJV}JaQ!9>DDf6O-tgM8Z6 z=lNsx&>~@Tzp)Sxsr~(ki4#~}ysRRFu{3HzW zL3zD7{UPi1DL2SBF&+|z{0H+5R?gPD2=n)8-W28EcD^qG@d^3&HYiAP?j8gAbL}yY z=Wi1N-CFjKZ*>Uipq2kd8U65AKU&mcIOMY!A3w(aROoT9fZtdAczf6V$Nr|Ue?;Z?hpgJ(_=(5oPrcNQmY84T z^XX3^eSKG+iGco)pI=5Cxoi}D9{!(<@RniQ!r$)X@%yXSv&ZQ_r||PEHIC+%Rt`VF zzaxJL!+Zh#HN$MbmoT^InoUKMJ%1|kcv7=jd!lVtD)2i{%x}WLUtEtR4E_%FmEk1H zR~TmdG3A_8lNU~HSjD%PEVBfeO$T0n%WiG>uslA54OY)Of2Z27L zyc=Q-3af0o%DyIjYj~wS;Gt63xv78{_^u2d+Mzt_(SB+uj4iz zzE92g`YvJcugD)({-%9>7$1J$JXk(*#f}ykc7LKdZ;qB?ei__f87HQX;pOyx1Yxib z%s*K9LgFW3xX*&^w*;M>yZrkH$ma-eR@_=-bP?7MaDAZ#G3Y1iL(7)OBRuv`;`bd| zsGoe?b1XA%^jwKDRyaRs9&@3-L>w&j=*<{_=}i z9|`Z1iQ}0-^1k{*?>23AUP>T!d*GG2&X?HvQ-SpImLC0%Dnk4kBH}N@(4KgH%rNBN zVteJ7-pgbd=n>nWKsuuB@`SBNKwriAo->fc+TkUt#Rvq>cL?!2MUTeG3$S6d41>IoK84ysQ(x z?J2G8d-`0YIh&sfl+G1CFuQsl{5kfobfa2c^Uz1|A5_0G_kPma29~b~ls$Ww>Hdm@ z_9lt#k1+VV{{Lcjo{rb2{F-6tAKRzz+4{dg`Au3&(1&S|KcM{*hW$-(zQ)R7{T#8% z?5Rdw)(rsppuP}h{!T!coxc~T)P9(;rm{O*UlypUJbC@_dk)Z#^r*V%&hL|U6zIYB zRAcvt535_m;-`QxC=LBjtn=g$284K$nNFQM?Z?%l-h@LB6s-Bh-ukQ*7gS=A2@*oWP zj`_bB>`6TT1HI~s`o{}bu!ba#WE!HkWdKj_aH zK11W{R8&9jz{~TX@8};oYfsbfIz$`n3GI=vOagt+%4xqyK$zP{=b5h(`o)O;e-``i zGBGsa`4J(TPYAkrZP-@cXvg{4CC76Ay!cX}7ySugZr@#Am&B9>j$`Xbf-djA^p9P; z6!Zz@)9tj%arfuzp*@Tr>aL;lU4xb@>Jq)`m#=o7?xqUz#_@O8T)R^H+;z6TBpD>$G3p6B7nKnIEf%Rb2KMgJ0g5S=1(0`6teuTk)i03l`hL215{#y?6 zpZ+g~`LSU;?1T9T`yS+_*RDJT=OetF&TDY&NBT_tbNkX*KD#CGKSLfbG<$aL(~0&^Ictjh2XB z;|}(YxaWc|A!>)8Lq3D@=^3=KR3W|wz8B}C0>a?GFkTV{dq?`T<@5j8SIdCBaJ<^i zi{9<4FK79tfMI4Ygn4|_UbtuDErs*!{{sZtXY{J}<^AUVT018?$1i6x@B{U|*Y^TOLyg9nCx&x-(Ro|yW7<&<;vd%6otOABeMBGFkJc6I6T@`h zTtFDsmytiLd?K~aFzxRMbeAk#9B?NN?o%Sa3A6LTteo>tcdgZ*#r6Goyw}a{u<*?+ z{{Fu}_x>}dUq6kcyRrTd13z*6x}T(s<=4N4^Y=I&y?|biHtya4@ea%N0w#rTanptK zU*h??pzjd7bT9P*An$e<{3CwfcVWfy^hb|?f2iMm_iebZ*>yDJi^$KuB`=Ij)Xpi< z|2qo$HoLnI-gZ=4i}DM?ARpAnek%G&M>4K~yb1Sw`g4p|B#&SH5OaO$*ZXwTqR&G? z{@7o?>1~59R(^-^qW|ugVURN_S!Se6>QUiRir_w7>p{Vf^$xVS0Z>K;^(s^bh^-9TNU7X@&Kt z;n+W7@Mp-+{!i1a+qAoYeWCx-Hy;Sg7n4ChP+kMZhD2xFn*j48^!EdnuSzJ%QiSs{ z*#CekjpBz}EZBO6V4#(;O($U)_|Jag{s;s8m~Rl4FDLmhTt)IG4Dv?#Gkl!*Juvx% z(^>1wFh1n(z}gqvkB;gG^1$&9{1cOJbK@Z7`$)gR#0Sd-+uWfX={2}iA?=-!#N($y zqoYZuIdxEOBBqxx=qvWmF!N7@xxO$==L-aecOHiSmNww?86$}hy@1Y9n|S;nR1Oj?4O}L2I)1mm`)JA zr%L7iKl*gS-(v6sA8O$T{VeZsVVCop!hZ+q>vL_Ur9LzwFaD`)dF<5I6N zk*=Ds-h=!#Zc4A-u5JkP_ZBh#2utsioYoF^l^psnhV#eC|6=f$hyKOD|55GmN!(8t zu>KNpy_aFwFGG7~th+!yi2NrE{tM+f#Cp@h?4>dwKWuNv z(T+pr#oq^e!1_bSI6N|u>BZis5DXn}=e1r-2J{j2g)m$H6%3uKp^?!;bbnKP{(xav z@6#9ai^`#Yl=skS21k?h&jYEKzY45`i|LBZ@@nQdj;XVuU*VOFN+bfpJaGr{= zx6P(2d9%1bGYudAvgd&YI1h~957$?9lT0p<*TwT+g5jRlH`KZp0zc885C(rr^|2i0 z<4DhN|B=I|Dk_1$Kz$wVfAxrLX*tN7@cI1JU0=sQK8ySw(X}D{eV8=x591MGF8>jU znICE_Ho^UEjK3qEX*z1IZGrJl5%ZrgtgoT}BMjrA_OL$i6ZL`0!M`Fu7^eH00`~np z*5AuJyW%CffWJlh&9>g`RddY+=5zQxVX$W$kJ-60v&6SE+4{M_tTO$ng-#FH&&2xX z{Tyz7ladGf!||BA+)49!{R;dWwr{?0Lg;#R(f@0szMAh!30vf%!Pd(J<`2@;_7;ow z|FL|ek(G?w@t@#7@cWS$`#qZT%9GD;MqbfOTBtCW=R+fl@`{g|CBpl4XfGq5-x-vD zUG)Dg^!?X5N5ebS9hXzNMc0DWIe+c>{KX>SYr?sx1?>E|z~a&<2hVI5?!O5`JV5#^ zisN3^zMl{JgY!3wR}xnRUElHibCgEeNiUaYTppu4ta8a!pTXzbqb;9yOxjq*^OMoV zUeOocO@Mq1=^ZouM8J?g^SQo_*;KDwdV4O!f8_6&?G1f;+}Z=@B~kvCyCXxrzk0#^ z2IXaW_-MwL-ugU$uzb?br~j78KriaIWmT-fhPoSazBC@ocTvl<-~533*#Fo;FDm4R zsRRG&#rjAX_&xGp4E8JD4-`;2=ns8wc4YeVYabx~AU#%__t$7oTL$#67k|%iJpNyX zfH3gS>fdtUx8c8-&rhj7oM%IMu{h|I5=K4-pk* zuN(WbJrJSw%kC+}e`@bh=Lb&ja>1TaKDJMyd^7KV1%6U{i1~V!?N0@F-Eh(VEAp2x z?EhgrBFz2CWyB}b-COdrE*r0%xEJ`xATczRHFK|kSQ$geTKWZ0hCn_e+-lDWC){}GTs)88lW zw`*O>_7?>+I?Qd<+bYrz9M6m{gF9Olt_OZ0Ju|i?UtAC?nlFgY-wFsrJQJTsXBgr= z@{^ShApIxIDS*CX{9$+r`3u6JZ)gvMVf_*5XPE6*u==@_@6UYr;N!r` z)3E-#Ow6B|U&EZ^3)8{B;rI5EibJKdd+>N?KVj#K;}=3;KA|VBPngGRhUtAXfy4Nb z3T;)_`25CU+J*KDJu>YEUZlfXB4~O$QXBM0r1p1Hp8(}#A zhW?B&$R;2qNf?22X3i?#{0(-#uE@7oU)IP)X zz8JErgi_DfK{472rGhAT<`9N$`Wo4#2F@+r*E34?x6dsI&6 z@dS=vM|^!aU?Ip?Uo20C*?t&d?r)r=;yPZe-2(sTh4x99ua6Vv`HhoPu!Z9s(fgn{ zzjWH0;{D@^0{Bamm(yYWSI5Wf=kbRy)JK0r81923p6m7H=>VCDuz!sDIkzBoq(_Mv z*e8x}-q7*a$9j0c_vk+fL%c%!BnHejTFed5N0bL)h~L=W zd~3-GzvAuyKL?5VMHt3o&<>v=`()*PNq!8|e!hS(oS#5?<~z*!Yv7a({J{OL`3Ys` z8m&bBoN%7cnjbl%ROq~=z}aVWSM4*S;QzglKh6)F?)KdD9P9`A;ru#B=G979$Pb*v z^brRA=<_dz_=x!jtKXOW6RW?bJ%;=c{TC}|{>Az8?;gpEocR1`f%DIILhsYCKZW!x z@J!F@<+l#hD6MX9a4N zqW7Lqe-}>N7uBzL4z!2-BMkneT{-Z-J!bje!f9zMdiI{o>0NZ!cZ`;~GRLlSACB$+ zv4q z1^h>O5eEN=`s!XVM&SRf8s?YSpNB_$+@Qiq;7^b~5APuj&o5-~`HIKY874~KZD2lx z!bC&2K+zvx8!50M$iOvo_`XCcuVC!VpC#{%ENqbfLQ;RAcpvY{*__2{zjPH zM-vd{>$ikqyr>_ZnmT^!eY1ccm|qZv`HT2`w}3FLFJU}q}&_8(gjyE$LxJs&=*1J4M=P4BWIrI4eVc-Yy&vR`4<#$g-`$d?4 zGaO0sA`Jc<`R66)s<(c;3HTS3KVfK%%EwHvE70r0_j|qWPV+UtI~Vj3_1D|gS!h;%X~02K7wVaS)MJuGMMPY70ooOpk>X(j9rqP?w@U*uL$ zVhQ_y*x$;P8~g0n_f}~k`c_4*>~3+VC&UA^$5l_#qUU_*1M6>S535ISy0Irandf(_ z{W=_|l6<4`h5XIxf=geo4c#ppN%XF+uls$c&l})3(!0j^{v)rb;~*d82Vvkp;W-np zjj&n``c62g)p@{)V_=UszBPzJ9}xRX-T!DkWh2)Ye~r=W_SIa2`67PruQ6tVu^B%< zF7S6BnVvLx7>pn7$=^FxPU1!#&(HjqUJG7bEqZSO`R)H)x@`HNU(g@=Q~w_=!>p>* zq1;gHF9^#%VDw=}>esJxxVwta57$0;aC*v%E!^G$RlFU0g-i$iKzai8 zoGKrdUf}VGFpLlB3+!8GfA^gN?Ehf?$T0oint(9)bCgHmFgO$@A>X3*u^i+Sl>53{?<-s=?* z2LC|g*|u$GjN5L=C&cID1c8VlUqJgH4E~V%!*YoC)c)JfPr`cc?4V5c6Qp`$%GQlf z+569eb*pQBKJ0!N;xB$r82EwouG>_g@N;hk$P4X>Fz}n|pS&Ac_4zLN57f_fgxP)^ zVUQQKcjwe+m+hfYAJ_NRA?Et9UhSdF=I00Dd>^*IK5k#*Rf8Y$bMgL!fMK@3w*H!o zLap;ySkJ)r*FRJ@@e}Ol_OL-UEPuf}TSd0sw832d^oVT>`Fv}Gjl)C7{nL27B@FZ; z|2OPCc&0&j75G#12ZTZ2k$#4Yh`+493)ut1^#6AP!cz7$KK4D`Z)D}1{~JyUR((A5 z8u)|$n=trCjF*Jvf08~jO!sdDA!!*MynDxSdkV=7luG_t2<_v1kuZ!0^@(9NA0^E9 z^9b{J7HVP_;~sGc@?n%$sPlEjxCaI7y%Ry`(!?Z}cN4ikA`JUGXg`GEdyIdf>84ue zACCe0u)U2l!!4UeJcs=~%m+91y`R&%vIpds7!NkBUAWWq)G>Y@Z`17=|HZa6LjR}_ zoAUQ5-)l92`zt15|3?_wM}889@!Oe2bk1+5L+u!`X+xN$LqW2ZC{uUMKjo)q?{SVK+{!!LU9{ef#i!FrN`Nb{g zt=n=N10X*|eb{QN_3MMnLw^2d>y*vzJ@tQbdbavxZ8V-`3H(BNY)!t^>B!dr1(pwN z&24j&GozX`ACG-{c;IkboK(eRpa zoBKFEmpw-Gg@1D}l@7Cj`bh6~i?qZi*MdR+2`?#3yQ4aky(cT!8M5-MujOGFANEHW z&POA?I}d-~ul^>DuaE7_)apECQ!Dsel-JIj#24R|PJnoW_OP>7_U6Nv*Wf-0`oo=# z(sKgO42JlEcvrqnfy$6ike{PIM0C86cGmO=&nF{HiU*EbTFUdih_RPA}Uq6d2%sYH^el~oM z`V;%{%H^dxDiXJ;|Ja87B|X&sm%kB)^&+HikJHk9>vM;5dKsqsYJxpWLT=eUTMqFX z$Gd0Ct;@j&PeOd8@00Rm)*KIj@u5GA8y)MZC0_;mE9egi^ZYT+`oj7t+L=nO9qY$iTOFNuS&!4tFrz>Io6Z2cvS(bM_siC+UaL^&^4RYXGb8xB8^{a& z^L|H9*T?d+WY~H2{rTyacQo&jNR(bG<`=^!CDC39gTAczw;b%*uhcM_T+7l~h`}6yMDt|i}Yz+Pn_47dG$m6X7KUlv+{XWpF)=S~C1lYT- zm>$BgK7somgdxAj`2}HEk3oGqs4}DG_QS`Jk79mtFeqWJ{Hn4*Z3^m_EWlzxY0=fR)dq`9H({s9Xt>*dnp#d)!E9ouc=UoqZ#0Ayb6afFxz7D0jWXTM);OjSpK_AgR7-s%~FwYkb z6_lu@B-g=yF}8R3ynngnz1MvHa=2#N9bxn(DR!QTVGYvn#KBhOt@6u(9*m!f3&JFw zYFBZ8nAEdb*h4}H#(?^i8`|uR*ACuDkGQ0ci;Q2<<#dO6#lZv1{^q)yTWGj;{ zhw$+p>8C&5`-&Ow@5o|p<)VG&pl{g!F^{syp~0g2%YDTBB@FQw^^=vSkp44F_pt=5 zz7dV@*rDvlS=~hM$IZp|5Q9I(@lZLp4~FUfp5VCKsp6vp_1Sy3g5$~m$<6$Fov()^ z_ij*M8T*pw=gIw|o?Mr|3-JNRLs(gt^qnxQU!#1J?e)gSMQ(%miS|Mm`~~ta`D}3K z!wsomPlPW{>-g^VX1Je>_L+}VTnPJf$e)ytJN`@6bK?4Wa?1+CRg0GJczm*L{@F9l zk&s`Ye@PvxCUHZK|6jWxb@~SlHLV9cKTi!*e~`FvD8vV}7s4Q491mfT7tRM*eRduo zHFDsQpHU0=dP!uS?ii z%=4pDcT*ne2PQx~L4KzBteE~GX)@S1@+0k2?c?DZI?z7KH(mbodC5~V!5*=Gy21A$ zpLCq~`Qr3Jae0H!9*6ZtDsL=#{2@gW*3)r4Hyts=GxX<#A%DVnmLdOaVuwef|7%A6 zW{h&|tzjq1Kd`-wBaT08J^rVE8AmD?y^lX6Z$s^6>MZb1=$;Dv#`RLd;NNgO4Exe} zGMC4$9v3b8|6J_v^npzk@jn9i{QAtG#22Qq(}7<6{)~UG)w+H|fIigcGlx<_=9`ZI z`^N9jWZxZrqGBT059;rkt9cvLKgEFjaC{8Y`*s3`>Af()ng0T6f7TkndNsC})up5P z`a_98Pl8y!ghBt2o-C`1yBVivg8#sHLzu6xXFa|)_KrmxoDV>HvVL6jjX5rwUm-uU z8s&2r^sEE_faPbSJ)Vx8KTCNTm7o1`Wp_kk8t@16gY4ChG@KPh{|}Di&t4Pi-@NZX z_MV}DFz7#(KW*8Qu|ml0^ITM?Ji~ec@CWrNN9ko^-_fG|9i%5mrOUMa5gD+*hU3pM z*sWc3_BF^8{RLr=XS;H~e~@#;s_MUfv*3KTmzZCKp?}mr!jR8VdsP1u>%a7ChSg>z zIkw-FtF=3HN?arKhxtIRZ@1QhQqlQUr< z{hUIUtnugPqt2gQbD}v%0P;e5FLYYh^dZIo@>SHw3)3{qHifST`@run{Owh8`-3OU zXVKmXgFKNwR_;smT-+a0w|9~~pT864`Shi&yI=h%xdHQ4?C_xpzkP8!Z1E6w|ndm zE#U_Chxzn1#2_E!7sGU)TR<4TNB&*&ZZ)5?r?X-%o$tAB)pbQkbr9t9IG*cMQ$O#z z@*li+j`UtX+0}W|=Aqo)t~X!3w`=?e?q6?An{Z>-fgiwMJ+b`|=Kk@<%x$Krj~c+A zVE=@9{25<;UY_LxH#=suMIQLe_bYGizmSsjJqXV4p!{wgjah7STJ(Pg zNbk+G!@@JRr$PRxzl33b9{HEorF_bzh*^-&VEsH3^Km1rJ;5F^-Vp|VVf(C{%@0_4 zF3FED_)nB)-nQ|#Cp9bpeZcPvXQm?d!`YR~YHvIh45Atp7zo7c>4u{jZ&>!0Kox_H!lI{5arwZ=0_1kgu z-F4tU>LbH!K7V({4T&sh9HE@9>_$TbY zP)%j4?V&zAA1bt1BwN^LJID*^VVL>z!m8L8*QbVpJ)^!5hVzW*FN->Uu9WQ32fj!9 zE_yX#^3u%rAaBeM34=UvJcMDr4dwTr+qx^tx8vm5d7s!TzBkE*AXFxgf5Av5V z%=f7MddV{$5p)v5R=zcWv|ACp#YBRHZK0hZ6`i}HG7}+;j zb(|fvhvz{EbA5hrwNL8Uo&Dhd3$T90Ipv!=*G1>gP=5$R|EP})v-Q)5eKvl{Nq7hT zAL|o_@nU-qP3~_v`l&#=2lf9*LD}^#=OzJPTp&-yW5#x%|HQ z0oFHAUXM+?hGs{61ph#Ia<{Noo*7{8=nozj7=(@8Y6t$9%3p2L*4F(7`iA^^j2Qem z>JwpDU!m`@9M)gx`<7QPw*ICv_(l{xUfR z>t}c#xI)`m1NlCWjwYssMU$e9umwADA_0y%M{hTG`Qa zp&)Lp)C0+FV*O;eQX;7xPLNpK4%^dtI;s!nm+*WY`=0rK!k`~WKf~-j62cvd0Eb!t8gC~_31^! zkmTIO^MRkpZ^HaMAz|bD5XXt$$Y7g`u{V&7pzBgeW?-^$2jb0izmv5i82J{KX|4ON4-Ufqr zD)j%mf>(|@{X41r1^RG)Mwr_(VbFKf$5$zzx*fRP!s7{HkQd71^{GcMAHLrV>kT*` zdwsh2O+~*1Xupqme1svt!}%Y>M&z&FeA{zvLz*Z)BLCm~`qF>f@r_`=*#Fx>9u@~C zN%8g5w~^fvR>yRJ_OU&}oc^~D=5?F6HHNPr5a#&?VHgk6PngfY-WflxTIpI2`i1no zv(z+F`Mwg)PqfF(AH4G(XY=~KC*+%H;_(s&`FXa(UnFe*#h|Z)+u={dFZ#aYLgFW3 z@Hd!W6NY$z@s8o|6rWgqBa%O1ut&^q2=ntHgxULyf_Hm#%hMky^LY8L?NwRyxE`>7 ziTrxsNk^gnwkfQS;QaT!cJTB4^`iLtm8|~g zIJ>5)THN1$n6cwcf|oVduMhSr9)D^h_<5iYjy)z%>6yg$8$bH~?6&LoeaM%QUcxY5 zjK3fE#M^1T-v{TJu>X%$-eY5Z_w)8YU3q&d?|9Btw)61}qE`3DjQPDpUhW5~Y zKOfe3e>qnN{1wJG!kpiPA>JVWKcBUbI+)oA^df&gU+Y|1TVpwP zKIL;^l%VafDc_%Bcou8#txTV82aG}9xPJN>v1~Do?{lN+o+GB2eEeV3$Eo^gbl~q( zd?^^7m9{Vl_>KDT^@{!TB6UZwPvlq4NS~IjdFNsM8ug)OiG9;v^XQ_y+S(x<4 zQ?krnYbE~tO&KT)^J^?;Se^J++wF?%oEf6`(6GH)W3{@Rg9Cs+=r0I^|3G^t4E~Pr z>h5g@&w44a_ZjNayWeh>S_buzpLMlrWwi>&;r;>UYv1GqeJAgNMLinNH~lSB-zuI1 z`cWR=9O5ROA3Bl0U&intYOj9&%5UBtqW{B2dh31F>IQzA$@7i+T^i@grcMNZi2c{^ z?%}U&_6_#0aQqCj_{A`rZ`Nlk-5F%$2>B1vQ=k83$hf1^VLa5|y|7*R(p%wuE-G&v zygVkrTjm(?XFuO`Xo19S!e!V1CRnqwj}$@SW!JGQK|XV}h#k z*ZeWy-?9B4&j!9cbT5PNpEJCd#`kmn@bp~6sXQJN=J(|Z1Anl+pKJf?=I+u6{KNd_ zXXBGyxvv)hy~wWyx%cJg;!?q0&|Vw%dn?-+*>HI`-0J`A=&B!l{iIPgU)6VHH@IJq z`r0^l?iD}R3eeXj;_(xP`4q-y!Z2Rs2Vt1+Ab;8S?ER0%_~@CV){F8@q=zt$JYa>oZm0|+e>4gTvIu$ZzF&HZoAw;qhc`RJIEh~*?A&{ zS^h(q+h5x(rPpUatMm1`wvZy-nDQ9*|A~UOs4-?5@uK&R(4R5P^noy}&mw;qX8ZST z!qYFtW;SvDwmp}dn>6jj|M2^&ovoiTcs|hf@m#3&*SD}S* zUvZ}^*ppcP9P3g0QU;~1ibFgg{v&--w>B9@O(rt8SZ z;g|md`o#7plrej|KgHw|eE&+MFC14&h|g0o4Bk(?KFBc02m52++hcrY<*?o-)^~;> z{t-RcAI!%H-@EHqIeQ@6Ulq!<%vyJFO=qB=+DFXZ0~U6O&Uta=&`KyDFQ%6;_#d(U zvvSZ^aeNSVNRAJ$-(wE+BEMzhyM(*^Jr3Ht|FF0WNB)1qe&=V!$8 z1EKsBYr`h3WRMr~Uw(S@Jdc2xfW`TZP=4+*vy&OmApa&DmZ!OBqZG?egz}}1bFWr! zgY^LV9xnIjI_ zh}Jhz|CGb?92`!r0ewNN;;?;v#@gX9-ypm-zRvmNf8ZaGK9!Scr3YgbARk71Rw;hi zVxA_!^-ZN=nf>`$r7^cX&Je2IDiU5B7lLr|)4r?J@HwRL=H) zgtDOS-K>4e`9b|cDwj9_u(%;>;I#0e?9nO0Y4)*X_`gbePkM+AFhVc^qPw&S1 z%%NZpI9^TTgTJo!bp(5vA?CN{(gNo$?nBx9P^c+reV(?`pZgol)?fGiu6Kp_g7&4Q zQa7n{>Px`L53Koll6bW zp3#3027Vy@J;z?1xM1*Eh)39e&wWq6S#nNea3uS$S|!}3ANP% z&nS#N$=3IT+8zpk`w;LApd3mV(<^6+u;=4 ze_`#x_{I4i!?0e1_QLvO{*N%|ce`?kkH{bG^s=$R0@3@Ih$iJ z$o%hSaG!(lV#)bUc>>6fuzv3idV6baE&_iM_p#LQ5DYoY{ac^Hz|V0#ME@_1gC#J7|>gm%%&t3(2VE#lH+DCmS z4EBol+5gF(%?lqr1$kqAeT{p8OHL*5{8?X9u4><_%@9ve-uf>7g*H`*oF4rxA7g&> zsptM{z|s?|-5!0B>O}MoIMvhCyZaERkMbSR5WQkrN({&k{m;M-J60NcIzhZddInlg zpY&?W0BDcO5d;6R|AB!s4p!tX;fqj}?)2&PL8PvW(S&~s$mK^XC{V&7)+LuHAg8F9gYK^OhQGe(U_02FfY=?5z zTJGNr^G@Gdm9m$u?+J~3O(IU0hRA49dq$`4G+ADH!s{E|dmdwGK)#RhkTB$fn2!!}+j3lRU>sX7 z7Y@o$tC6)5?T?DrHyDQe4EaCke)qF>YMWK)eOIAzThgXY$_v0>p!`gvzeILR7M+(u z{uAcoW94*yLTIvl)+5P#Iefe(X$ckcx`cxKQGW=-eF|#7z))(%^(nBvh4c)z3e2(y zl7@U8{oCNp5i4T{`9goluffl3UIvd5{r|bO*j@;OJq`UAL%xFaQaRW=@_%ssiT$xD zmhAl|Az@hmp!Tu+fBhi_ej>d?PL~|hI{rbvf#G|j3+947V1GkD zCG9$69l`lA^z*(s$&$UfJrM?ff&CAY8Pzmg{|7s-DI9j7V@dG7b=*FOW!C!J$(F(S zEzExyX8JU&aD318*Z;zP8TvodUeo(a431a&BIzdP4`F2^NzAVqK7;4Qg@j@J;`JYf z!M^&n`<~t-VdcP29KUJkO!Fq^&!9h;uM+0`G<~*G{fVU~Tb~dP*UsN#wC}3iW721a zA5njVLI04S!<&k2bOJ^HKZpK)c=K@mJ=SiZPZ-|`^ZrK6kX*MaI2!UHYVDn zkuSg>AivFXzyF+H8O!6N#p>Zjb#wZIexg2GG&ddoy*>=|5#v3>Y(0Z8j0f8vHL!H~ zgq?3?K9W8YhVi#6hx`QjGisiOMu@xUJPgWXRLqtBtBkwC{2%R$F#mq^geg-`-VmMl z$L~kShA&^-v>nDTK0ha9n9e6M%;%d_&iy-Kpda}=dY@C$s2A7xdd%qCQe8eBafbMT z^o(&DdL;hHHqd93-F_)FBGfPGP|AFHl^X!1! zD1|1_5A@fBp`6;Ma<-miX|s6Bt}$oX`DdY}t%>BlW79w%u|DArv>wUI*?B>s<(&Rm zI$Z*}K3VR~Y0`-e0{$Vt#-5OD)j#gf^BF6Zv|+&wH=rE#!zyLdKEtvkDZ1|~w0hsI zi^uTyuwH=U8Mn~b|H6t@5Dze(GEDD-3dh}iy~Dxe0F-0>@zazG-fFl>#!F#7O<1B* z@~7Bd3B&pGS^r`f55@yl-+}UBhUx#4g$%R#C2MbA`~JB-Pq6c^uM9c^`7`R@gyLRy zY6-6){)qRVgoGuYkUR;){0H^Vx>s`G2dxdN?L4H0fpX5B{Q1x-hhN%8a z=VRFe)`NdW{jvV)Q|IyS47*P&w6UI&ld0(q`2@xvn-hx)k46@8e{J)j|KMLuYZd8! zs?g?Z@y~G=d%}4$}7o3s%U!;pK?wy-(pJyJPAN4y%B_NIzl7w+P2&x>!vSt(RkdIqCL_4T9uSuz$3N zNl&+_J^wMB&j)O0n)VL$@qqjR{TE@NALFg<+OA9gi>&~DA-`=4bvxN>C(3^%dI|IV zZ?fvbtgmycfq%%4$phx>mh6xY^JQ#rvgNU1eJk7)E=#Nv>+j^4FXQ%f`U3tG^=tCc z?$zmkdx8HGpKlWqhW5qha~OvEDmb1gs$1^vxYhyYSAesp9-wyo%d0_ifn;zT0O{kD5qH?>=o1RBT zYO(uXLWb!+kI>Gn(6;GW5$F%cg-5+fISetHM_t48BsojczW}7jXdQfu)qFd z{>(6`ne{v_j<5I3@E!fLcm7YPkMzx0eeai3MhfUZ%4f#bH?O9wD2Dq0sP8lG3YLxE z=neg$e$CXGJ+5TgB85ca_sq0B)1q|IeMHn3!f;*`>9OxU&hd|$1^k~td+bc{)L!pR z_roimf>qwuxU}rU_O5!4D!HyW7f_j1Nl^6*v~=zpFL#e z^?;8LVf_O6IeTu$2VM>`@c$X8U$ak#%SwFGhW>E=!0=R7pURp3Q91Az?Pt!_OK(4| z=nv-!u>U!4?`#Wt90ldrzN2h(RJ=!UGx)xl==Ua)ZP zmNY@v*C*lsy^ubJSv;J3X3&B228+1;Fzik3&;8{yqax9S-QO0@>)3YRQq>>UmvH_} z82(Qc`=8gjd|YwR5y(f-KIXfI%?dCO?VscL<|o)IWx9+9dNIDu&y@XDH7pkRhw@;U z-g^)_ce?FuRAnP&Px{TU8ujPACFgTDGk(8G=zQ;>@ZN1%E{_GyA)S?$J8=77@Wa6< z^Xo`h4?y`WXmi~Y@n{CngY>z;1?MHYt?(Wc+N;au)jbdTB*J)6-Y!>0XwH9i4ER4* ztnY-uANKnfgFn+ne0PXTt*U7M5c%)&er}>nQx@FMu)=b}trB|e@Jq^PSbchLT1x+4D)4_ z2dmHg*}~bM&b^d;4EBZPizGHb{jDA)`Wzj2-G z*Lh&=P@oU>#dS;Y{q&q%n1AAUT$8#@+xe;(Fn;fPb7ifU;c9lDMdGST{}j~M(B;q#Iox{O~9 z`4r0A{kE}0mm+=O7w-QOhWR4eA1k+~_(~Y)MR~AtdcRD_zE5QIV*7mm*Zt+RQ)iF% zhyIWrkI{3QHd#Ms?_&r(f?q|Ydj~^&MgQb+FMPP3l<5D3alS$r@*|v|5(fX!u0F&s z)L&Mg{_jM%L~@3&cBvKkC!~LgR)?iYhL(IjwZvpYvDK)BkS`*AOPm*5E$(=S`**@T zK6;MOer}tT#N&tOvgN(oj$Z|RLH>FktGQ|{Pyv3UfAhRnlz2u#hwpEDzUtm1#{Vqb zhe3Zu7{-hAv+@Ym9@gjnm6g+dIH8xEaIM91Ex4bK@yTn*LcJfoWPv`MpLtD7Gqtq# z0ei#od9C^zWxOgG`lI?6PUxmaj0Sr{`}88r)|b5s6R#Gz)Tz|4`W5T`OnGAt>kY_H zuOBOqy!*8Lf9)fNd;{m#UM+u@U9{2Q^n3R|Dp}np8P=1LU)~`#JLUw;hWR$G#}J0~ zf7C}-zK{GLVOW2{@eqdb5RNR3knSM*KS{z-i6e70Hq>{mjH3?u}=#Q433tifOx+BPk+WYuL^}I_y=o{g$w@$ePszCmQ^e;sW=T(p% zALEG{>Vg#Tr)VEOSxs5*hkC30X60wUO~2UhJ0HJKuHaDZ+7{3^jHf;Ydj7G=>-c)3 zPwA`~EAJeUA4u`kHzBqB?8ArbewEO-P)RR){vJLb@%AXV2gY|+e?HBZSbJp@KMBKo zd}u#}L7$MH472@z_WeVW7h!f@Pe>T_75UG~+5FUR)w?H6t2god!mqe#vwWv7u?U&VO=WSRyo6i%5^-ttK zVfO#B!sSzzots}B1@~<+UNFq&Tgw+Vxy27wS4@_Q67!!hoFBpY3t?C>K5~ z;-FlEk@;*mUx?!;4E_@7S&>;W{n%b}(09ytRumpTH@;IV_+RvoD?6CAbW@QAe~$j0 zFyCKUInwa%(i`L8J{rnnrR}=k4xMb+dsRZhoZqY7>{C8+R2kO)(B4*?9j$-aI|Sk< z;kh<4u6a9PzXk1QHDWj)kMtAf{%ZBHA+LwKMDq21|Cy(XBU7S4-Z=ju%=0V4kk28# z{zn?#op0UB?ajY5xH(dOFOOe@c|2mcEAf}rXZ!E|uL^g#DlC(INcJAkJ$v`|Zcq67 zUx1$El{t!{|CbpcmM6n+=sXc&z8=hQFwsjG>>cT6-?RA!E2sBCgaMOYTYDys1 zULj$=e@GbePi!x6QR@5PikF~|sILsO^8|$X`H8?R+qAfFefEDq!l0mB8^x6?z+d8e z<+^lNW1|2oF5mUOt&u@}!`b<7;ri6qM`o5RRuvNc>$9w%9`_fWCpQz*zrH3xImmed z`~N`UhS}ruj13M!zKi4CP?DV3IpGsv)PIKQ|D}b5dHf&@`hxn$%GvxhxKq%cjf>NO zAJ{%&*$Re7SoHgK{|2;&`W`&z&-p3mGQpoA|AM2XXWtC&4Dkf*m*GtMK13zcwWUX% zVi&3(qHVufsXzn#3$Diy=KY84^B-_g{xal4*dAe?UlC^ag@qwcQ$A00JOJ-4ApN0Q z3vc8tY=!w9`VYcTAL(c1ugP8rbA4ktlKf3*@9O?_RXP0pM5xu5=7FtQa9;%TjnL@c z=f6D|3;dw|5i9hh@rEWo?7m%jIqYAc{|i0$X4#0vZII8Re+?}WUbEF)3i82tM40=F zjbod?BzBw%{%f#UKL~@pVf-Tu=OxfTG0e_WFwFKV8K(Pm!i@)ibn!}j3hQeq&y9z# zMJb+|BU?G^q-cM^iR=##XvDVguy>h{m+MD4f=}Szr*ovLd@e! zSc-hju+Cn5{gE*EOZ4xo+@9exS!Vi2gwia2gyjd%Oqvo3?>SKY&u^>~vsz%i71xu) z2pf|<69)O9K81ZX`tl@e3GB}x-rVb%?(R<`!9SpVY_`(Ar`%}_*yAwq_z1&%2IWnd z`|Hh4TInu7E95tJ`sKL6eP_Ii}c+z5y_`27|w zhvs(^3nUyQ(Vr29{+z}15QcaozV9q#^~-3zfZ?flUyzkUd_@1YWk}h=`qS0mZ>c}T ze7?11QGWP<%v^{M=#L45J|g`Lv-uBUIB$UR*piabbJB@;K407N&g!PJ{7t?;zg0cK zV1B_sex7D)z?cmU1s%X2V1EoV`EE^C&r;6J1AbwCK^WFg(S8_a>o0^MKA=8seL3_? zSjs^j@3+10=-u7HSfQH6zwMLdjwt((dd@K03UI%N3r4@D5KQUAjUv;1cJSf5^Q`3B0y#Lw;160dJG zvEufyeeTZIYR5EK??L%&-xe|d=Isr<{q0|#of?tz9mXequR}PDRoKtGOmm%N^PpYcn$ zKO)?L{@+2!$`i=Gcd5@#d^$@5{1w{wuI2vM%5B}iAEUeoL;r{)l!sfEe|rG=7t#}9 zw0)gdvgrMNq(8!BR#8j&F7OZNe?Nx6h_l`=*DD?+`;6+{d(}MqV7Nbt_CT2Lk4DY%3c98=9P$bDzYN<^ z`-Hjv5$5qU>dJe)AB%_Z`D#={ywtjY>A)ZKhtVAuOO6UX0sa!_rhizQ=qyW`lv^)|fExH^|SJeS6#f{`d(P`MG;#^u(dNMDNp}zt~+m zq-5znJ+4uDR8pCj&82QKAqxXqeIpni6exw)fPZK^|Ugr@yK+#IpI4v~QNu{>^LrF}bZUg^T7jGgMJ*AxC`e~FkT-hyx&!D zZ7uj$FEM=#`;$HphW?OV!eCFBe;s(F_2#c_D3{N{PBA9ML**pcdJAExIPxzC2L-#h zZtMx|A%7XB_q&7#tz1-8C;Wwc7xnw#*~V9E|KvjaC;al+l9|&Q6b};r6ULmbT3xdl z&R3v)B-|`5F#N%hU zoc6m9UFx&kTB8c$3(EUY&BXVG>y3GQJ@n1uoYZ1-@Xu%;hnHx2-t`{_{t@dF2LDfZ zX~XLdLqzw}F&{X*b;&)IK_6hh8s(Yf?AB$t)gaiv!TL!d)BT?f{looj(t+Ry(MgAa z-)jSW@r%|2^Po?o5c_C-EU_&>!uc9L!A7Sv9n6DBB{lWEPR-gV~TX>}Y zk71=uD9?wFmN%3uREyrHMf#3ucs$ohzQxCPtha``rfeSg3-ou#`s$jiH7``DZja$S zB98yqL@j;aWquH^QNNCz-&!}wNR{*Z*rkoGkC&X_>ruz9#hy8yv<=R;qCFg|I6WdQ zXcy3r@;u(pNb8877uUz*1xe$=H;V2HP6T>e}t{gla)~}F%C#sbm8K-=K z^V1lAPt=v|(ij%4!0uZxY)JH;_*QuPN#Qo&2l9_Fte2p^r>MkN1V52f2Ll z+rj6%>8s=}HN}a}FJu4d5AN;Es*HwmxpfS?kUh$)aQ)&n(3F5EENv3^1F+5b)8)J`KpYM*-y%M_2l_Nrpy*~&)eJi z`dsFYv62O!RbhVz`JY+T!M68iruP3$_!oYu| z=d}KeyPF*T!ukV_?~LV?Jtuuc|Nnvh>rB|n%bwC_!G5rQmYT-qwMoAqAIAO(bN z{0{Y-FwlqkpEYNV{F17Luz!mFhcL8<{LD&_+4t(s2{<2!^bnSL#=gHZ|NE&<2OvK- z5RWGdG2}aVewQ%N-?Lr$9M&J!=j(G+Uxwv}gdzSCJ=9+$qldm{^IfVB^HCZvmP7u4 z{K}T7+8qt~6WQMeY%m zpIdBZrP)<<9s}#2^F6gE#bq)0FVug+pwCo(^L5WRhNAUIl;1hRY(3>%Nm%r-+grH2 zbJY6DyWcwi`ny2PPln4VKIJUfQ8fFa=>Ms7v7B%ujW@^3=KHzVQ(?Y{`3PY+Uy1o& zPEvr&&*4eXKGH*&`-hzK=jsx=g~9h|zq$IqrN+&4V(;?{b2oJzzvk*~uovWiZb7(l za77TOUog+-K;#5@@Mp+xLF5HD4<%U`KVqR;rshfIX3!t}UO3~(`A(ZA!u}l6D=ggJ zdyTm@_lM_a&41Kvb`ZWtd7ckkX0!9cVVJKYf6ph*C_Q-gGWZ|#ALldLWWz=u1ARq# z5Qcmn`zH+Rb=d#;QnS=caz`QFq5mWd{bT&SU~iK$yhil@G#D=kL%czHF66fy>+yCT z)JJ|@?0NRo;;KBL2mQlEpAI_;%PvTp62C9T^@{Cy&k5#RXrGtdJMX?cbhi8_2`jNY z8LpxIjZ5oHvu-?*g!#z;EWe=ZRvgzI-s8gYU#fccZKTtEh;QhR2?M{d{mW)wJFM8; z4D=&Cm)&C&ZFd)Q{k$9*wFr)Xf<96C-OgKj4%wi@)?Y7w8ju+r6AbYS$9F|FDPLc9 z179yA%~19)!W3 z@q5BN-m-GGo`2OpzwgpL-N1jLysw_K%~g!t3g^#oK1UejgYl1*v-#DvkVL)DD=z?l zP`=kPOmxTh7X2SGws&1?-L5qe64JA&{JMenuABF~xc*-^(cE}=uA59U>EHG5+MQZ< zeuj97`gTLkcDrN#7T|}eSe^{K(fo@r)W`l@WL*x%( z$XAdbd0Vg5O02yI`bPDuc0J0D=?(Ub_M1nT?HAmd_q2A<*%XMUuHy0Da=w?e@>T`d z8@6}rdC#-cX8a#l*B#g6_r=?LDA}2n6eY<>XwWhu$%;ag$OwsytV%LcQdt$**?m4% zMv@9iWk#uxhLBLA-}!vbx%aEzpYPXwo_o(d`<{EB`z+z-XEQ&p{$lEz4Ellgd#~5= z>v6mNc>VX@kKirNTSfjE^?@+dn~}d+ox?mP&r}9_u)aYU^6|dn@fq&?f4GqJgWAD= zpnqh~)Bm5+Sv#vQ69#{R{2&bRfatN`diZL4ejj^!)=RZ%MUT^t{!&={NWEVeS|^3uK$Z+yp{iA$XEUT#gM<_{8)bjXnm4x_d;g9 zh3J2os888JgR2sCH^BQSFTzmIr1_*R(&(z`$?J~~dImJF`rVGNw;tRZJykFH9QOwg z?rrcdd1S=xDaUA5PRO7~P#?kkpD^T`$iJL3H%??%T0a{SgLlkNjutOdfe}%PO-p4}w0Ty*xC(F!M-84xDF0 z`4EP7)OW&=A7KB4dHtVZwti=r)i)kqIbOD`)gJT@>3LK-`25FIH~ziHqfhg?-_I<8 z{RLcKKWeS?@3hh$}=2t&Nb{vNC5+U6M@=IxI=zMHY>%R#UYJFz|xhIoeg zDQl>Y68?4)%xf;xS@aPoe%W%=V`qr`s)Pagc`bklx1??OrK< z>ks;ZIA6u%dY3=l<>MIMnR?ddK@qzzDm{N^*~8+4iEzFL=a(<&X1gF%64rkxkNhtU z&PwZ-@cRp%blz4qdV&z-f%-t0^ZSWG*v+*r@=z~A`98T6J$&-Yd+@xYm_LO1d7uJ` zrH(5lT)6%g?7O`z)*ub|t0R7%F!*Dv4;BcjUOgTo$Mfle{IqceSJffDqWwIb6V`8m zbQY{{2)_vQhAFQ3-A3|8+Jn09+CrO_PL%xdq zE)2_jX#4jr&o2mrJt2P!qeG|Ixi|oS(H@G{9sJ^EvAPsoJU9g5eEB1|4118 zCDu3C`|N&_qQiH)4|pzw^%ssu80t-glin)bYzzi|AI9+z!}ltK|HVL0=Qeme&A*7A ze@OE!y4&^9)$s8La3G-e-upzkGJs(^96s3)k;wxv~d6*Zzh24)UKcKX38u$$7UPA@MLC^;dDH z-r;x@@Du5OzG7#``!!K;-y`~)7n-A+Ri7S%c-RK>{PxAni7v8l(?EZ4ycc1IZ%%!- z58@-r^F^M+faIWf&=-0iF|^`%FO}6lXa!z^`4T>mXs?v<2jpcdmha0CX{Dj{c09hm zlDPe>gS!dPkNNMb0MEdcCr9x2UtLJlTHoOZ=ok8<*9Ww!7gg^D`$2tu{ru6zGs7bJ zdDM~)bE-a1*$(Rm9KU34*R?*Y&p`ar6OT_AH*N^2dCn z<<1x(Q5n(QG)*em$ zmD(pg-qUgj^bO-JVII#3gZ?2uN?q#TDr~L=ek1=%1*zZDquy$5| zEv<|wT$LdW`3=%fnCH(7(|wKUrA?zXZ_KI$|BCZ3dy?z?-C70o8~IBZ{5R@1YmaP; z!9I}Qcbelo%4MfPK7#$d^E&w^W9eqdkEvZaF(bHOF7ONG^X~4hE}9;3e7#cc)=xQG zF&4gG4;S;BFnmw9z6~xT|HYoyC3@NOpQt{>+S&J`ghBt%Ul4}-bdmprd45*zul&|& z{6yeC(qA6_ILY(7AH-`(q-W=f4Ku$5fxV(XEGN8z;upg+*?8Cv`hfOC?I0hNS9z?@ zc_rmKsCVOd6>1af2UaV<`3xMdVn#sq+Jh%RUobur=Ihgn6s@6N)9OJU$p4C(Jf2~vgyqVK9)?-|Sh;iPI#)H(`E#U)F!z6zSuN$~u8Zz7Mfxkt zj5e=NF9-X<`Ms}n81PB$And1L`v;$`y${T?fb%WbUzKdn@)yfw`F?0sKy-aZ=^F*6 zKUGIRTy?bX4gA7-WtA}AD)f`DOeoE-`ci*EZbpF;{eLN)FwfU&q@BujHj)D^@vx8C$Jty`o7M({`OKt2JFvce_z+V(>$9J#qP&U|Jv~2ko83sSZ`B1 zVp--7zKzfLJ6vBM^g~DN4;W4+ePx*bCzMVY^bh$>n14UPo@e^R+Kot_to;y(cTGzK4Sb~n5}=<^K^fA zdZVUW=-w+!LH;Q3#;E$x7w;5c{fY7>4EEioo#%Uvf`%=BA|}HB45+7f^s6Yp)G+`ejD6D-%2SLH8&zjF@3{t0Ix{Q`-u zDt-r^Yy*20&qp9(yhi@kni-Iad zpNsvOK(g1Ic|pmqVEu>BOD>uk=bq3L{EfKYBOuJahhP}uKfQlO!!>N^8Fqh$KuYHI z){ohapwBp-l%q_m?DRjZULYV0`J-50IHvr8VLo5>z6;7nAmvxAue)&u*e{MRmHVYC zamRVc*Ren8Ayd63Ul-Y%*uDhPLt0B5oHv61ChTKyVrs@_I8P(CSAq1-w{dn_gTX(D z?NuP1VYBM%vMu1hkiXKE^Mvp6a|>j{8kddLf5Fxx0@*{Mp?6eE z*?LtVo36QhK#1u7!Pvj-)oJ5x=FWxl07x%k)z8EaIh(DEGb=**cybfZ84Yv|0samW z>6?Hs%hv>Qfgd|YFAf5ILVgkk{>+Ga=A4jqLTOilk_xOy1&5&PFJ7V@d zjzB(K#_+&#W#-QX3ih>H=LcN?{Sy0Ifx=^fZQqL>fIj4pLeun;_g~im|FAzrOQlag zH@*k@dW-2N4D|tVycQ4!eMfqgoE|M)nd8azNohvi65fEneUWS2w9ADY5 z`{_QF(Lk@*9}AS1O35c?^@sV2>x~S9yu|T}VR#<(gFR36GTu(#(=p8QYmVpOdP<;N zGN-?f*)JB)1S$(3{oXQ2R{FWrH1YfigZx+ji^1Ne{EH!;Ol*Vcd=Tpo=8ybRS=W9^ z!=50}7vztsLhPzHnVn%iguM>kyYs>Tv>9#PGknHtn$9N33>Z){BFCr-FXq_-Z%xMy-(V1p1Hks?QG@yy)Xx&`*3` zedCjXyFZG)&p~@vKWm}pKX5eoL&E8sm3`_J;rj>lckQMf>3VNjmP`uCmoVgW*gs)d ze`5da`TY#L4O~3GixAF-QhVW}EB$2>fnPYDhNS+hmEp0hUML_8^+sxMS2LpLRndKC zIGzS#$bV4(G^Tb|?Be#A`%?}7P{Se9|5$Wii8vo(82FF=LE~4K z8Nc7}Vewd?Ib3(T)R(g`9*(cI>fFZHPI_`@h`$|9KU11McQ5pZ<9E25xF%J)p3A>u zhj%xFLOZj3LeR0t_l=qJ7eoGr{)b`uAEcn;vGsw)k6wX%us_1A{vzm@b}g%KheKSR z9jksB%YUz9>uo_N3BNb9LQa5x#rY6s`G%lVXEpn!BQ03|DCpFGy6Tt0`*0ou{Rv@Z zHg|{T!ZxlK2I3tgY6>w~G{gKP2d-tnww<#SPA zddtDzqd(~N+`9Xl0%NFmH;ef}SdRHm*1ntMNto611cae~8o$J8V@QdGe0w}UAn1h{ z>J#Gq6NVu_M|n^?@B{UUJx}+EvFBmEf%?Rrr+PAL2m40<)LTKjM_|!0IL~V(o)5zd zX}sQ@`j(w&F#&mq>y3imCS9(aFVA50DTcW{_YO`iYwx&DWZyc}B zvC9_nV=GzxThQlpg0V+yE!01$U9ieDT5Yjvf6|9Oh*eIr_ROxgtCN?@QGHFIv%aHS z$aqn_LVoJJ{o?bm-D#O|#6O*1yBas%eZ}gZ0$ru>XG`FGE`5K+U5&K7{(9*HL9-vTr%)AM&?v&wUfVD%pX3BYy}(|EP})pCbDp4Dkua z>w8XdlZ)LJ@RvA$eTnDG=Z)M4{bM^}SP!+uEPvFWf8l;aQyk=P)PD5a7U73;FdyWH zK4Q=(#Qhwbi~U}V@uHhvQD zJvrk3k%{km_w)vTjsBjn^Emid zbe}4=6NdUDjyIrX#8JJF1)%?!j~b<@B|d2#0Qa{n65EUMoDKC(b0@IX;KG$U&GSU}i=sa>QS-=3Q!oX7;P@tH z?=l1SJ_Y_GzZtF}ewhsI;yZ6z4agJoXTmTadLP@>n%VQhsKfcGd%>R}zfEqPZU1Ak z=zAw|{YF3-cF`hqa*hvN8y?=6}rGa(E3LGOPRKKwX3mak9El$XUT6psdaP=01T z&JVw1?auw7nd@uyN8V*%5BR>>jvA?*gXeO4FuU;M{*VX{pcmgC5?nFy!;FnEAC$*X zRr^cFCuD>CFy0I|{xEXo5hu_mTz?UUd<^>^KIf{N^Y}VgpAbIPHQ6e<2kdVlHs2pH zFk#YRi09b9`6EZmh$7MV8K{qh!T+MXM#v8~i*vV!dN{7%8IGlRFhXDcm6CI@0-diC zjF`J`NcWtMAYbf%#DZrJ_4@h%y*R%SNBkXL4iMGfsJ*d4d1lr)&QA;fg}MR#P5;Bo z2CUk#QiYw*7Fg`O{9>p~7v3LXUf-}d|1oCS*oUBhsQ-i^U&Qe(uH7~0CMo(qF^+Fh zu&4j^m?kdYk&45{4d}86&d=lg8K(PZ1q@TYSTM4`uq5}D=zK2v_mSs%ZMNFCn&%Ir zM*9|<3DaP`Dc-LT5a#k8WnWpUq@oYst08@(X1jHp&@LAKk4yNpq)QhacUWH#KHELL zd~`d$UK;gk`In-CyMU42(K>lOmHym^@2l|n(P4*Yoi?k0_ffv1PmJn&-;&>FEwG$Z zK6Fi1E#&{m56f#Q8GXKOl%ex>0?Xua=6E3Z!L2MaENJaK%hW4`jK!{LTTystz+82p|1 zycWm(NFS-4`zQAN0yZA@2lOI;s2$=bjra1w9)qJTP>)3Yw!U?8Q{&M>=?*kshFN}Q z{kT@=_Q10sZ{(+S_0q(u6wz(V$RF!(h08aLxxwdS<58M$TTOI7H0HyEd3+yZ*im_@ zYACNq5C(lkdmUr9&`kH~Hpm}vJcd89_Q{={PqkkN^x*ho7Dz4ldchmw8P0D^&=9Y9 z{YmV6r(n$LQTI;OodbQx^%`N=pTY6Q+RkXdZron5e~edz`Fff#s}Bp<^Sy|_wiYoD z{12*t{i46JwJ+8`+j|kvhw``E_}(k9tOw6W>?JGgv=fX~YGhZ6<0r!vQit2%WQk90 z@F|J5&o99J76H8v@e<<`!@4xS{pg$|39k-7kEXak2jdOlZpUmu|4}{;qsRZX)jtXJ zp}shFefU29iay9^sQ7up@V@xIDFI=SH|FP#ksCLAs$~KHQU3|^^)q3fKQc_`K?RPx zeXp6vi0YLnKgZ|ZL4_?U;LlLL;(6UbdKvzCS~H#%JV? znwNSQ{1fWeL`ki6yNAC6`jH+diKwNrA)k4^f?S3>@85tFNR;?c~k*m z(6|2owu656`4ZJ|4$sn7+>tOxbx|rFf%I-Hf#(hI$bC zt10KNgxg2MKaiv*3G5H$HEqD#^WI~d!T+Iuo91))s_%VmSa0F{rfV+q z`*H4v6kBgh5Bb%l$#4SOzZJ}|dSab@UKQ4#$e$ToT+jC%uf@JU5D@12$uP^`XIya1 zFfDV3`Jq3ZsW|M$(gTAazUzqPIaAr#V{oJ@%n$8t=8O%~kB?1;=aIgds~)*rJP{4g zqy5b+@40=;^7l$CADmhFclRgjJkUSn2VqX%tf(dD*Oc({WP(|HKh}jd=|X=P{~2ca z!>kV))jb_jVSMb*P4-DZdG}B_a-i2WnYmkbJk6J3JK_(+tbWQc^IwGdevP};njj_j@u0srp1X^3!-n~RTz}l%8#ZlE zeF64^`sTi++kRv95_Xk*^K?{ka zYkuJKprb_{czm9pam8<$pgqh7>7Sq3?an!g&2U~G^Y{4;9WFk}>yd=PAESMF zI>vnIUB3+U&qQpGgh9ViUsyYxKNJvV=Ls1G{v&@pcMUr07wO99<5}>v^9Kjf{nFH4 z)#rUTud%Qng#N%wVe$2%5LJjTIA1T@K5j>!8}Rvgc^ECSNIwkri1YKhw0~aXn8&lKWXIfV7%~c`EY7q@Mnb>@-Kv;o`U`PP2V8jFiHdL0q5(t&82o} zjp)2J(&M+YkM)t;tS=^auU>f_7^!;!g+MH9?b%pcL`eOMkK+N@V!NUtaJr%bpEF^tfm^AH~`qb-?zajmLyw7#J zs=os4!&v-2Vet2T{>4!5!TgHaVZRUk?cxt3Y6iA1f%96ZzX1adb@5!Z3h2Z3fKk?I z-U*BRyxp`zViq#`U}Jv^NL;gzHPfz+dD) zYp45A1cYHdh4#)c%ir1imxv#P+5cAs0nKZir#cSj_5URoWXKsmoJ}VZVCR4p1+dn zQt>^5`}bvIOJB;QX+iu$eOQ+4XES~O0eBwsL&C70Kzf$7$Pd3`o&)-a_PRW+B2Tbf zbUzucKL|to!TtinM>>wYBM;Bx_=MsA7Sw*yaoVtu^N=5*zYRnT@s`?ez1VJlU6k+Q z_<quhypQ9r&NOk@JL@m--$pzhVfl}w--JQlD38?@0S)G{gJJ&+aj?~0t6e+i zDYANMaIEm>=U(IB{2k6G__)H4l)j0uUqv|m&#zpa?y#SM{0hEVxA#}CK5(BR(i8mn zTF6!9>kuDw#qx&5obZa zaQwCF=0^8=f?_)M)3Wcb+4Dc{CZsh@;RLEx|VGx2OX#e`C~q? zUedWS<;M=t57gK7O`0yFtQ*0f&J**WFz|cizZm3$`7E_dEhhbB@3Zv~VUP#LC)PfP z{26xR?E*17Hx)sJz08%kZDhvcU!_8@+Q-iSMX z^O)#=*~p*J_f-e-q~3x2ke{Jn)A|cnECqgHeQ(o&PZsr|qVG4czfEbmL2|=CD$@N( z0>Z#g^#7Z#-kmOy>BRZBS*nlh)Z2RCpHM!Vdk(SOGi?@(N4TcvHAA_HaGn$W*XF-A zgKMo{LcJa7+tR1%hUWrL&`<1ti~XpM@{S_<@qNPV`*gvUMH33oHxA(OcgvzF9k(uW zT28qqKx@p)qbVW1cDQ`UZ&?29n3KWsVZw64(Y4A;M{QX`iyI_tgpMbDDJ3p}P;*Z^T2M^=x!);dub=3zA{u{65r_!0V{-B@8&#-Z? zMUc~tl=KE_Ai`xBqG_eupkMoV#75X(QX)eSk!eveu%aX!) zzPi0{dqs;-L(p&Z4-C`&gaX3cpKV|BX{gRS{(Y`s`&wB;mrBw39HeJ^@ew<3`)FRz zi0r1~zpwIx@&e*7!vVyv$eve+DIVSd`6JpR!xM;qk%6CH-#LB?)+@-L$dIP!Cj+iS zKJPB}PlQ3ghy07desO=A+QA+$A7<~<{ZazLp#M03hFN``Fx02ojL+?xwX=LT^6PB9 zLX&ZzuW0W(7DR3`IQ~qkg!+#%%UbdwdKJ|7(4R4^OZ| z=7Z})YKQrteiH`&j{3>k50bxNn4OnmnB`-;ZIxb*`Jo8%Mf!JphX0D6BdXsb-s2M7 zJiuS{KU%{6t9KX;>&^EQqq7e9(Lk$i_e!XzJl|8xLzX6^Y55pb@wJIEav$@ zjMdA!SvG@UKNX1yx;eYBoo_&CjvFuQ+D5Fx85=uF)$-Ui_`)W%mRDD@%LG7obvEvGPm!2aX*ss=c@4f3B#9XXhgb^LP|jwJc%Lp2?EZq!0VseVJ+{*$wmo^J~I9--=(n*vD7t3dkS% z8NY7G<@#Yhe0>}LqW!!fzr27y$p84(!s(AZBjNjbq=zt{FJag}MgAtpN$R}VU=HgG z9G_uU4`i6dhXjY!o0`a|H=e}!5*={1KI)K_m<9qd-iiIw0mQ)1vHxO-cl18Bv-5BVTEFKVn|cxS563?^e6;1ET}Ks||2z~BIUz48 zgx9+cW&G{k^w5W|7YOrsb|}}X^q6m!^kEwButnkZhFvg! zr0;NpijCxgQdpm1JUL=jb6TTMCSU&_Nj^C8Z+kV6?-ud=2!lV+{};pe%9!6D$*gk! zdAJ8WkNqWS_Wb%YQWx%P!|{?DE(92v1j`$d{FC?DJd{s9$Mrk;!6^TmF(v%G31N0W zm>{{_^~k90dT>4x^*#A_NuJ#4?eKp#ln=w>X}&1|y9OK$S_}O>5YtN-)@z~vVpv}d z{TGA(!1@h65AwkIu>M%QO^JPSarx{jiCnVpl#I<;Cg1x3|1lpR4D&;Ir!;gu^2NFt z>S0Ll(IF|lkM$e``4jpF!r&ipyrVwf)tijNz&}`u=_3sCL49VJ)hmt-6x6=T5JEi( zKxVt<7B`uy0*jCHQej7rBG)^7`}f@}GY^wSvJPVEgf^?BZDIo3LI+{+{Tk zrY{-22=<$?f5PhY{i%TA%f!Ev8O;?AiK6{G^v@?7Gh{Z(j_3H)#FwE5quxXQjQySR zTi?Cspb@-YeCo!HoaLVSpkGK2Vc^@+@X~l$t_xtUE@8_vq|FF?m zqh#f-3=ebC+&y#;=o9keG+`H__w+RB@xqDEfM4`JV(>Sp52p(j_t%{80p3S{d%9>t zn$Ke+$oItGPYM_=C4Lcx_<;Izx}|aBr{+qo&u9EhT(-LEKz@e$PMDvMV)!A&7s8OQ zVZ1q$qTI>WE(YQw;Ts+LN1X`b`PiA7$Bx~o(BUX`2KgAf$!OfZP_3%R;sy4Pp zfxYAUmoV5j=Hskgi{YzJKYZEn2Ii0aPD2degCW1q_1V;K-j*wzzH<@T@)m~yXnju@{=bFtxj4W}rmEjk@D~_w3G@8wqGjL9;pz+7efNTk z&Y2TN1dRuOh~r<}6s{IfR?6;k5fJA4p%=d`2)e(@mGkS;ugouYPfoJ$O9h1a`DVhP z-{?;X!~O@-d)Xi&$}OiS&lfHabNI75NMz6GPYLt-#AP47kJ2AI@p{N*;auC&9&cfN ziS|O6*H^BXyO-!?b%J^!%8y~jZ-!lnUxa!5Wti=kUzw&fWod~u+)sh>xU#Tl&8Ayg ze1G~%Yh|d1eI%?eaDAFC>6aAy+zaZ@^ThFiVP}eugn7M~wMUb_5{CJpKBjjXscqk0 z6Z{kMGu_bYZCGnOUk|0*yZIJhy#V|`d8TJ2j6dpj8TJ#~i35H$Rc=$ZjQ_x-n z>y&dJ8D#VNqfjDvVN9zJ#6uik*samYR4yK#M}83I{zs@ip#4gPK(IfgUns2lG)pmG zL7zRJGr7mP<7>b_ z=rcu%<;&MkEwHLk9LD|Mjb42;0&8{xM*iG5@~7lSuc3)KIcgk#!bSdXCoQ#pD_3@oNvamd)All1%m&<{3fHMowj#Il9Uy--*OL0u>ScM;wS3!t%c?G z&Eb!@ya+>nkNU~lFR}OO`A+ZxhVyf%e+)DG zyff9TS81Jt!Y7Kiccw3_pE@%NzVF2R=Z^2kZ4!O-+5G~7yQ@R)PpGhj`ZCJr?nBRt z{wm|4K8^HdTE6)*=6eJ9mjPmX$PC%qrL2Df#9yQ@^KgKkPTVqxNBDkbO5BCm-W~aQ z5#lL%u?UxDlBkVtGw#E0XfkR-w zl<@A@rW2OEc)ZI(4EBKZ-p`lJQfd|5?}7TqFsuLH|9yV?iIyCg4}Pyk82F9!XUpoA z4~+}}`C_~#%OgXg?>Ni+_WcU-E z{~!$YMLZ8e7}n2d&)M;(O`YYcp+1N4I%jsL+I4Roq@L3Ja!yoh|4}uCc!>TyC++J% zBj7%Z*Mwm{^ggw-`Z2Zh_`=?2>wWfq0vqpo%-&T#y^9UzUyduo?fiTP$ z-+%Zc@=Us?1=s(FzuZe~SK0A;{==3GW&2J-sHfw69u=&*AAMy2JHEU^RL9s?Q$s- z^abC~zuD;iyT@7XFP8+A7EdIMpQKaN*0GupxCz<%HlzE2qBPwffYRa5S72Y-tAY4_}u zI#na^|2Utg{RNj>TF3MAHBZegk91r%|;LmV= zgrR1h9o$|j^X>mg^0QS z6v?z4pF6>ipZ6{DSX7}M8Vu(R&|eh$KN-4R{U_I-;?${eM<*WO@_MG9Z(o`766A~Y zJR9XMbtZ2u*QaN7hUUfBTX?*B-r3aS`=I~67kqA%w$b3&cLlcJ@O*K8O`o!Ip6@@8 z>b85j#!+6Mex9(VwmGdD@?RY9h3S{wni>azpE%za_7~e#8Hw)eLI3n(@%z7PFBiai zgr46t%3do`^!*3g-wVV%e`5FydwxrwnC5-Z+`-pYLVH>!EMFc0H{0u;BXe=2Vh)oY@cHzkyhv-*z99+j43zv?G7s z_J}VluBiuoCY*HSP}yo{o`1eQ+vMnRUmxBdf$zWU7O}+X1lOOpRfB&{t^W^~&MqiC z`*}3bkNZD_)lN|Vgh5^?@6xl!Oom0-!2EFh(wdFk+*R5`{)6$8FzlxyKgz6!9`Y@m z0r@Z16A6QUpuUtXzF=zb;2O}2{g>@uVwc|c63~nBvh4QVZmOj})LN+h-KN?i`OZSV zpFkL%M|&m=`7HLw+F8BnT||gYUcXX!ewvs+46mT|9>eTBC1Ic+^`9{0r`Uga_d(5N z^5($*8RGsJX8ynY`N=ods&Alvjq+r8A>J<~V3>WsTK;>u?Tmy0&>!|+A-8zjys#mB zeO(dtK@jjgkn2x{@OHp^H_`og$j?f-yi|MFJ5cXO{#OoK^l{)M(foi_ZdoT5F`Od?2{Jg_^ov4<$ z!F%O0NnQ-o|6v3l200hm3kE?vLHT^_mg>~kHkap*AN!S51f6)p=l5}RL&SlNC*gm0 z$WMlMNZN?`%Wy3I&r?8{@6RxtOY{&1|BLhexHJ8=oUJ|79|-SJ8Il_D0{jp12XgtY z&sS+_g)csw2=YRHS9O$COYUmL^HGM`{taP>U-Z6* z{QjP^mn$-VRdr{?-Tj?DKzyP0&x& zD@5N zTAe3hnjbB?Zv^Y7gu%by`jRm4yA6hTf%Btw9*=94myB}Iiw6II`bZeg!y!GjhpU5L zSxfQ#_S$QO&V5e%L%cx$U;C}=7?a#dFdy`PwSUek&V=tne2IR-VDH#o*Zy@^uXe#) zf9kq66(r5w1^aC{UY%9mNtvCAa32-Mue#@7o7KG5aR2(blbOYu-j8@a@w0zv$OQM! zupf>3_Br&8^xCe|U_FBJ_c435bUp_4SLENZc!}=k6p8lUEAPo5u z&Zn{JK=X$?Cn26t|A-;qM1A|Ay7Xenp9;`_Z2w_(qJ7rdVs(Gw55p_kV%RT7{`^!| z?U1ba6!aDO`Lma1O|WBczMlN4XJ_Z{Gy&`z{T*SjKa>}1XXoR8I<4$J^5-fZPkwH+ zTdq}W1Q_4{)vb1MhEXJ}$B^D%Yad!ITQB|&Zv)6t;f;;B(Qe{FW0x-0)&7l>D=56ye84}99W zJB)|?Zcci#$gbB#sQ;n95{C5#(o2}nule$fw>h<=rMnY9o3jcUZ=T8m|BUsT-}}}* zv3;$go=)TazMOlp-xeYChvPBK&a)GS`~&H08I=3pBCi1A59T|Bx&618NhjycE#~uS zS^aR$*loj=XG=^F>l9dLdv@$Zhd5C0D1qkgp%Z1}zW z)(prm(Lc8oJT1FDUUWYp>JMS4N8^0{9P||WF4!g4hvfa|smAFspY=gskBI3Z4Dkc^ zdkMpMI&IqP>AW|4K8@;Oe~0Ux3u#uC3#a+Csy<%zW5-{JPsp#<@_4mQLkEDr7xP~z zvBmXWf=nN_9uZ0u46pF9UJd-R5sk+%tk1;r6-sr#nsX>&0K^ZmzZFW^Trb_UT~p#W z&Q~b4Yec{Dm+tKRkx=T~$42iVjo@F!;|rzL8*RQFONabN%n$fc*NDHHkCcIb!2YCd z4`%JW`-y$;FO)uH`}FhVrqjisFG!!v>7|Z^sisPYB=8?;Y08i0a@{}jr;Hdg!Ykpl4y=SLXq2j|b)1F3(x2}h?S zM4ke9i{rIW&iUpLhaClMeJhlk_ED#It|R0>;{1+b7=MshUepfq)%zC%y}JKm=ue!_ z2<1H6E7ukjLVsd^!7#`h`60JN)^@^~6jpB($_4s|KE2!*F!Eb2x^L1h<2+{XLb--n za$9Zffga?Syk*VSPTlOGy`Ok|!k{0>f5NaohWsJS{E1Nhcv0A5gGk_qKE96_>;vhg zcGzzd`y=)|#6zTCzBF1`F~%L@sWHA!*b~>ULTYFJUZ|irRqD7?6U1wLU*STg#LK!K zkS~b+gOFi54=Yr-*d_E~?sAAn$Pb04oNldin&gUT{)(G47rI+1gFLW5#VAL;496(Q zM^OHXwKZ2fJm<*yv-WS-7J0uK3G>D0m4=;^zOS1N`YWz43Y9$Wo<6+7hSj@-N*5

      xWQQJJmMceHW}hV*etP9p#)T*R@IZ zo#a`OzH?lK?;SA=^A+EJV;I(F@&1iruy1kv$}sp(ln?dKzE2g(P7=iLE&jswL3V0` z?BJB{K%W_o|5_lG;MfH5qu4%$a&|huCmrm?{FhMfz|{S(OV_dcEeykbOysZJg)cup zMCd~Q$Uk}YsIx7B{os5P^_MWr2lZ9n=67>p$MH~3^-t#9RUReE2UC5-%zp_LdUd+? zAl4hovAsgehNag>bb|Sb?Ni7w#kUMYebgT%`ER}3&i#gX0qYZH`#Yg>>Urmtm3!o_ zV|>9di&r^rqw$rmp1XEx`e?{^{wL-iVaVqp{|U48RH$5HV1HNe1@<$j56Zva)-)N5 z_LImz!ayI+Perx!_-AeTkiS8GsI0m9)lWSf_#w`x2?>M$?Q-aEWSuMQXRy8MO6Bcshb&?LE8f2eRf`99UHkJF*cZ~H)+OZ6%WGa-UTOh@ z%r~cuhV=>UmoVfT2`>ya+Azrw{0sUcweQcAjtF~!KS2I;446KkD%eVPE0q&w`voCk zcE3Q_G4-Y9ch7Gue=O{H{N~)MCqp5g))(`iFpMY8kMr`Sv+Ecz(*zreb zgZJKUEdMX;WK$iMl-Wg&zK;`jn)KdYKSCb(A&!5AovxYweK~DB@L&ABG{?t@pPdS1 z=B`<52l|5Z?NnUv9e?x}1_ z{3}$qp42V!?qz8@j}WSl-ekE>$&Y<+CRE=u?nT&p8Sux!*dJn8PsR7ESUJ!$;@@(( z&xiA&_AEYQ^`U>%kIu`h<}aF@3i^)r+__?$XHMmN&Z5}y{0=CgMXv;71^(Ae_MgSuo3HncJqh}VexNSyelLO z`7-o}U6sR1bR%3rzUY6tmPduiEWHEviv4$U?QFF~KeK}y=|}g$-O_s6JOlrQ`c4?; zi{p16FFABcN74T|Apg6M&zA8m^@RKd;oH{J^Q?Z!?3c_E)7Kp_$n(~}800zlUkvvJ zsDG@__S3@dxxsq*Z=|_B_OR{t$4fT??$cxa9^;E{EFX~t`7pu{B{KCNi~fIJyx$Y{ zcs%HJ=J4^-xug%e!?Ko~>!S_vAI@L5+4`bI_C+aeiU$bu^_MW%C)x|cbe~(u>hGfQ zS$RImQ@7>zy}!1ZlJQcN;`tJmI4G6W4yQ|O_!q-^G@u>!#Q0uF?ZN&`+Ldca82^hQ zUxo5x_36ET)*k#5>VxjD9SXfiHbT6H`lz=@b;p{`Pk-_Fgn?h!o-p{Ub{P1J{HJo3&lKvPev~k4)LhV4j7JHBe;4PkSvjm1 zI6qcS=M$_P?oXpW>epw#DYlh>`&fv3j;KDrRk>c#Lc%~yFJXA!5A~<#JArGOi~#)0 zP%K9b_KEcOY{^#8JuwINe`sI5)JD!(v{jTp!1?qFta$X=W*Eya2nkEovhpHz2eZiW zY`-HkaFsl1tuP3_M@N5W5P7Sl>-s2|Khi@O>>v4UxFh(vPp%F3&qlghzDs+VDAE7B z3XN{t?Rprr2JUBJeZr7mL3)jz1UX)7cnU@mGpC=n?hpFa4#WK0Vc0(+|EWIguaN#eLju;ic6<;11=lCSFdoXgPno)gwo?c2 zkLdpigS>FPAq@J2_4~SSs}ra{fcHyK-v|SJXdkRRlg95`d-9{S$wT)4AHu#r=It0_ zun+n-66;UD9;3C-+g$EI-yaM6xo;Zr=V>aGqdZKND(mjG7{|W33?SnAa7t^H1*@lAryXKf`CDk_{b@cNN-{D-ogn4|- z%IQ9&kd@Q@L5A7;VM6mP{oWR@!@&RG_~utuPL|#83-J>2!~EX4jClf4z695A!l1v% z4~A1oUm0fhz%bpv6`Fq1~c*W_-y$gP_JxRV6BfIsuAD{;7-6pXZ(C&{yQIMWdQZ#8wAsb!tCI z?wCco;{f)3p^z}}3+of+_ByDp|G1E}GteK(Z?N=x$0@CIfqt~V!H2EJwOp40{ls!h z)q)V)1xXN(iN6;RS~|>JIr6U)v?uKDn-J)B8}c0}UrWNiq>q++R2&QbuH^EweCM^j z?C4CEuM%4I_O|fP(}w&5wznD+zWmMOjzBN+hcNgLls{pX&k|bsJLrwgDrMjQ2(1F+ zf(MBI{}ktMwe;Sjo1wG${*o{|uM-Y2k(EnZCI$0B|2f1W_rC0w|KPnE)L({Y(R>)5 z!| z*I8%Duj2d~Qh2oF)#_m&ADqvSMjQF7I@2KEkNRb;ZI^RkhB4oNTlX*=wg2c}&_DDC z47*Z$Yul$amv8z(yny{#+sRJpSK!C;_d@IOHeN;*YV7~c7-soLq4n}KUCqV4`TAk~ z{D8x_ne%~O-2W1W^$q38Fx&48-QT$XQRM(w-z~)U!*D$LYrCk;fq4UqFeRA-yna7A8&fN*Wa3*-wKD{DOsjw zvl`Y{)F+!AK|0rFXMsEjUy~N>s=EyO*bW1~5ZlWCw=Akzl;6hj2y=hRFumU>BnyQ@`o_@pA0j36K3C^3vI{E{;tqP6Y?=QKU;sv4d*mQgZ`p^+4UIz z%KDU<49mX|X77Cp3B!D_yX3Iu?Ea|GZbz8r6&rteKLyuY`?TG@zeC@^dW`k$ z&)AN*Hg_J>$MxBv%dF6Y2kaCSh#w9s-YU(0R0Z?F^_?(eRM5XTw79LY4N!x89nw2; zn&fK1qZpRI7dlF|R1cl?1n%o2e;miIG*VjS0P{uuk2X41I8Y-P?yKN>Nf`8Rp;(^? zgMOlY5C(ljduI3@&2RLu^($XTirz;+dl)_X(SI$s_JRM$`Hr3-`E*)gJm>?;d-VP_ ze&L-@K>m#AAN5A0qh3|?~FX++fQ_VHcH&T6JofJ#mXOy`F8Fadp}g@wEwPO$jyB` zKQm_LM*Yq9ryxGW@yG0yd|JD;2drniwpY^KWeU@bacTZ`gZJ!m)cdv}h-~0ev|BIHR@S+l=gnN zGOQPGGOsyT(c`LsYo2P`3F!=A^V*avn6Nzu_a3lFUDhGLCKAY8_*B-<7 zvzYH<_1S)kFz7eN&#e3+<>Lsm{{s;^#~=CO`#Mo>4)NP%yy>YO2PdhWmKKWXV|b~A z!@n5*j|2Uw%lKXL!+do4{9Pu8}KcD!U-zdzdO1PhW`r}e_t+~plk6%5Er3H_kV;FrsbWx z*Yq9yML#jUgdzWc{)Mni4DEkdIa}Wt-b>>XhV=mTc|t{0{N>Z%V1I%Bh%mf|hVmc` z{u%S1ghAihVK|>feo#4_C*b-svDfR0@xorJZx{{?&oDV8dT$lSpZGD&I`o4+tXJqi z2tz!8`aQ|S{#B&gJkHNacP@oqQx1jowx^gMlOCK{Y2KO(`Z)1l4D##$FNXH$@2Eas z{|Li=9O-c#x+iUys_48K?S(M3M|v1$>my+}ze9U*-Sb^vudfNvhw^qk{5ba364CcP zxIcA0H>CINue)SfKE}18YGdZ2An>oa-V=uS1oe?&md|l}lKWu!p8fEC2huw^=0vxY zFYh7##QmeY&67=TCZ5n9?S(M-i*^|F2kE17i2txZhFSj%v-25ukC89x?qVcT_C6MGYE5R$2mgZl$}qhrB_s^{RUFS} z_CEddhTZ>%7xnD>!mJwf3-!^5@F!LuG5BK~-zV`)jj(?t*dN*#VTiAgeuh&RJy;+7 z4f=B`=lcc1kiTtL4*Vl}_pKTGXP*(=|3rQExtV=ZW`_y%hw<4|$q<+Lz!vr%m2heo zkHedv%z^b0+fS{I+A`BHgxjxgkIpwOQ?7tL;CQ}z?;FP*9t7nN#P&%T)_<3OG1$wf ze=+D6@{8(A(f4pdhC7nKB@F%z{jaaE=GT~sE?~c?55DC+4mC_T2>ONm^etb~Hrhi7 z@dL_pTHw)$QKnh&-X`*YTIIVh@4Yqv{m74L)%#8Qk4pvp>Mf>^F!)c*2NDMVhyH^w z$Pf85U3SXsXG>3j{0VDbtt%fe0sdcr@ce?FF6G%gew-fF_3D(BKY)I;U&0`Nq~A~7 z)oGsYL5LUHW0p^#avsn7b^UyDxo!gZZ{&wxXl9uDoVBtn-%c3hgY)-0;dDZ`F$eBL zA%FZ@ZQK`Zxd83a9{p7vOh=ya1^mTUHwu zjuimEaeV(DmtS4a5dEL+VKF}m1Ah+vi(&o8`~oXKM)^^~pq~c+)(3eYzgT_dA7)H6 zRR1)03fSW)aecy^e!?(+v@gPtf5!PU9MT>`yo&lkWkST=yAM$4gVu+Us7soH@TWtmOw!>f_IDWvX@ZF6IKL9^b zp9r)6BNqmGZviyL%{#x{0PflBKZdX7ou1BQXAGwj6Y}gz2*CH z>??2vDF2x+16nd(Zvy*8dIaEN- z4|(Or4ozbE7*3V)YKJo<+Wy7BZ#+L@_1{Uv{96w8iRTYg4)b^Ww;b}N7=N+yGo-(S zVLec8SN|jF4;zo2HxLH~ z$!o67{Y{g}7(Tfd8jiGa}`5LRIRd%oVQS$+%CLI06ogn^%^e}tu2JkRh; zqG!IvV4nwT`u?xJ?MmP9Ev4XpaJ`(580;P8GyjUjl>Tl?u%07c&?Q;tNk7qgi}eZf z`U^&Bj7-zK0Q^9D7Ti%>Rc@^U{u}2XtZsEE@x&8|zj1#NJaxh6{<(K}dB_AE9c^{~ zzPB)B#`VHHw-i{PkUtB3rmQ}wr3Udl_P22A&*V#s?BM-mq;KJD#j=Ll%MdRj{}^Wc zSon6M^Q?iopl{fI(UQeB%}xOjPY~WQyw7BftzaM6eo^dTf8EqWKp*zM=<{7Oo1O!? zya~g4fcg7MZ;LxR zJ@a_m1HLCmf3w7<^N*Fimr0g@e0z!MCk*mMe@qzYLx0RL(~l+3#&-`1 z5#4VhS-ISRQVcbaG>7OQ0Y586HvRxg;dC^ls{ormGANyN5JFM?Zk7GPO zSY_`!RY|iG(1ZM0J<3U=wzN))?Qd5HB$y6aI}_xI{SyZJr24ZmdM1AT1oy)UZ`pY- zu&*=tbKGC9MhxpK?*9oxd_?_GeU@KX(`CnW{YPhDyqjWvFWDq zh1F;AIm7JyZcW@9GwDTJ`F@dM#(#$ONgiu%g>1O(um$R)eAX(t2zAmLV84L;Bn zoc~(AM+WC&XYup1wL$W$7OUM-q4&Xr>sIugYcVT_>+8DJ78O0ys=;4j|Le}p^%>Fi zER++zQxmb~cL~@d_P_o~s7du|N3ahpC;Y$i;(I4@=J|8~xS{Kr0d_CfsU{M=8$)`k zuGNe8{SoTRX7jgO ztS@x|{X+X8%ae^gR*QXPCYZ6hL2ObWG{?Wfi{k(mk zw&o^`kM_F7GDkK2ndp5(l;@Ti{+_dLX#z%i2!nm&daxy`Tesd9#_{`jTXtG~4DPiI z?%yGQ2m^nq{h@ikXO~U~|A+o;t6O~Rh}H;@FOIi$o^iJxHuGUWPB?OdPVsZm|3e_X zTdP($jds=q`$lbNe%&&UtL;IB{~+g4rMzue&q*emMew#vR!GW))R|EnbY zXVxFD+?$|}h_{~{G46cXB!~xa{1~UW?@rxU@%v#hfd;N}ebuo`HuN@VY zz4mSR4e~;H5{CGJ`p0sfkBQa4a%-E^O@2Q%HpqKG^P@xXUJ=%hjb8kwubd{ghdA?L zdA-y+fqvuoaRFCu-&-$wFCFX0ZLtY3*fkaSO*sFPp+txz*PopoUff>xsszqkQ6F|1 z?Dy7dn#lXx<)HZ3*x?n_$M%Hz{q0?`ZIgap8wvRg%r6t>{2>hbj`R_R^8wV?U4lN_ zqXv1w{uc4>6=9V{S498kf%SK9x>TKXEs@7#yLUU6oSxv${o$S|=RAz2>Oee)`nBi8 z&;fRPzQOqL-=dLo`F@&V z=I{3gT$~%aIv?_%XkUb3Jw^M84^DIWFi7;?GtM`DXWZsn6A#OLAbJRQpznKx@%be` z>pOjuW%pqSgFnRiC-gqukl(DOz~rB>Uef#Wn87?=N{Bf(ru6a);4hvhBw9LUn18$n z{u;+mJh&?@HqQv`59N_~Ob{{3ZU)?MLH$oWHRIOkrz_<2Xg*0@I^XoI`~>@bY@gJ7 zx52`+V_=WyZwd4BU&4I6q-5EGck=l#9`ZNo*P^M@w~Njjw~OV+aBsQ~NErMT#*+-Q z{V2mMzs}m562A$<{-)h{JRV`?88n}LpZg!|Xj=yQgZZW8?txl|FD!ubU2LChSe&q; zgB!>n{ate37~|tomayI-Kaz8Hlx2AMs`RDy2kbpJERhp^Z-x3sSh=3~%P`9iA8=2r z=xi@~-yQjX;Mmk%7X^PI9z}nCu-_3UUElNa4HEideh~)!!uWOC-{L$YK zhVyQ!Pv!Z94=FB@AK-qFy$2;cq`9xuVaRdte^{R|k8cjkCLTGGxEtbsv^T=4!>B%C zuxHfo!-t}zZeQ1uW&4dIGAWZ*xhAvkbA^Pt{xZzsQHKAIt1FMI`T6?oyOPS9H7aFG zB#J~4p$(x_ib$bF%D$E@yDSk(QYlf2M5T0Zh&Cc+$yN#xLXqd(d(O=7>$(5EUo)SX zGiS~=XO>I%I}2kvpDFcxbPVD%T>lXUeM5Q(bN;Y$HvjB)20w2SJ5Z~=&7=VA2g+mYlD-O&c@hxc7>nnJFvQPB|HUw$Xs@Xp>^+_*Vt5+G z->f}$KZG#f-(mRhzx_izfb+}RWBxOCL&*gt=S(gSgu!2+{W|MB>F0C}f3P2f^C!&q zK2Qesv!9s$vxtFy%5 zWEreykiQIjlYF0Rz2047&M1i2as5OX<{#xRzT1y)H;?q@@g8A_U$DLS!4=yEuCHeQ z*I5`pE?~xc6C{hj1NuI zv{~F6^pWtH?y7?3T@bIJ|AN_ucS@bcOa*yD`+NRP zkX2ip9;`=^-UOY})ECOfxx6J9z8yJz{y~^ew7&^!9E+ys8i4-belFqv)yHxkza*@k z)q75MEd2j9%2%T90KeD>d5B-IJ;FR5NG!RRvbnx5$Q#OQ(%4(ZjWY6}{{~|DA`I>K z{s+fWK9iNR{TIS~{lUtUXuL@iUgvfkF3IOBY1@Pt-wskdo=)1KKfWnY4U8Z1C+Vn? z=8v&IfS-g|CjSO2{HHANsVT@@~iK_d{F%_BmC?ptOa^dUX%W6tNjhR5B>-9 zM;AKI|9sxb8QMenyI_0iRm_wha6TLT=>>68&G&_6JC8qW z?gjP$`(t?4zgUv3U#VP z?e+f`^Yb-SAM8K!>%#35KDqvnpnsI#3(q<`Z_KFy{X~8x=hrDmbUV-GJ-OoaroSC^McaetGNv3k~|BkEi}QoiX9XpT&dKrE}_9*q&zLMR_g=)T%P2zIG&_2!&D`)4| z33rGmeqXY%xvY01k=y%A$%bk#4?KkPySQFq*oE4=)LxnK`0H6H$N9QkJ!Ryz`U4=Z z7{6S8cSCoyy68PR)Sq5j?-junyS=!hHXOm9zMlFduKGWy}ww;v*nms1FPuAbw@K zWOkIbn!)$WGkv;@JF@&3KVO--H>%O5n<-z9U!5$SyDdV%*S}XcrdO88XoJ1R@m>96 zdgk?`C!i0GVtF78`aI?zTuuIgm9zcWYo<-%{Yy<@J&p2t&Hu2TAVuWwP#>>FY~0xO zr72&(G3-nI6NY>O%EPsD>*h{tNPv8zuDE}~FyE*j*YZ841T8k^>&a^`6_&JB`@#I5 z$NGq2z61WjjkMoJ^?`q=&xFC>_Yl|5vd}Yms-pz-<9G-||EM3VJc8zjF#Es8!mL?& zHh^*8Iq;&}Ut|K0Z^4D*NboAoj7x$2HF zFke)^-F4Ljt?h7r9QkuS#8j{3TQ2wy!U;)QsanTjJ%{$@dO_8iai!m2d{o|Yt05ss z72-vdhwM2D{amFBrRY8W!t91!9kx^`bNR_`lb`k0yj?rE?$yF{|wt>nB}+f zRw>-esMG*`K>pu4VAD9pU!Ug_Z^h2NJ!0g2kRQ~Ce6wb^<34|2{!sq%cO9CQ78a*w zM)c&TUVnF`*C}X^$`ONqMEPLlEZ!~Xd1U^aPP2gDXip0Uzi=|^+ynFl>l23iVMt$r zX<5|Hv(LHw5e9uh`U<9GC+0kD0(qwI7s8(-DpvwO`-=6c05R+jqkSd}?;oLkC}`=_ zY2{(jdxG>mVu(Mm|3ZlsMembLxqm9ui!TZj_`rG(?K{KtzD*%vh>z)eSM4djPumsx z(RqqOVS3t5r+YA7>|fyV*4(T|7kG~x^B{xknKVF5I)_P@Oa7|7|%Z#`a@i#)A%mB+>zUpBE1dr?SgcOQjb`B&wDzkrfpGap!#>T zR?ZFDoeT4U^bm&eAwTYlc>zX!etK{K)0IBuFLuR;1`YF17!*WT?rb2=Et3e@T7e_c8mN zVSknIml3}LYvuUVTdpB`%(k5kxef%VE+Z>ldxPd@vn5~<-S5Nx$}P`?cJ8dr z$4402r*gL=%a$&cm166Y@&%KW*8G0J^X27Xk#Fo<2dl94bNN*Vg(q$Tm>-;PhMB!0 z4El`YukhCb_Wc5WT8rh6Fwl$nL&8AM;Qy9`{^I(b${~M)^7GI|^RerVcCg2`$so#bToLe7vu~1 z{pg`d*{z)=;BT-$!r(u!er1=9W)Uw#xPPtem(_Fe*(G3akpF~%KEh!k5tq6Qh4&Xw zek%_=h)6Gc3HpQaFJYb^to%AI%?!?`vi+UPmKimxek}t3i1aN-e){Y|y1nQAK|_M#wSm^G_6_{(gyF- zAw5q|R^~eQ=mY#k`%M`9<0!E_5mxC#^1|vTQ#?i(^64nA)w^9yhxDES<3;@>%+L2# z?@fMQGp9G~M`1imnEQ9aTpt-`{;)<65U@ydALtkIyXH^787?+C;BV0W5r%jl=^-pb z@0Aul%YT`yvEm5dk9=-;Vx-nm(f?zh{5*GfsoJ|!CFF}S-hA%4V2@|@B(O&~Ukua# z&lNroc&|Oz!yn>j^pAu=pOC+V!TusW472?!_C2#F&(B;|-=;kZ^clzVJTJxhtw9Z} zR|r=&cD9)i2KJihK`fEa=znH9<<{oETz{Uwj1Ii#F_-=SN#XNfoKK+f;P?M)|96#htm_-)cU1l&?f$ZOt9=k3;rKHYxTQa2l+z#S)1BbM>5zA>@SZ0m7Ck76RW2{{{zMJFih{G z7BbBGXPCWb#V|Wx@ak%3r>Xg(^NhIOc-5*hV#jAGIM0FlN*L@B^^fH+KPXSH-^XZ; z`6Qv(o%r`=`8J7Oh4a8Z#);`84D#asUkv$KUwVqRT>b&_aEwJTXg#}elhqnl#e?1k2^xzPJ=#C{lv*7sY`;uU!gqJ zz5AV`5pqzD<+thwsdV+)eGT**%j=gI83pXGSB@rmulM;Y^R25hUk?-J@npTPZs~)0 zTfiP+|AcuwO&H=wYM<(-(s-#Hk2=rs7JSG4g~s9K0a!WxxQi68`T1$=i?cP z{Zj=YkdH%td@L*3|7DdV@B`xm!rUG*%=|TBh+mLDpIWWIRn{xZccAt@{hr&&PQ{zY z4^5*Qw>_74%jUNMDoh8lz4J@<9KQo~D4krs{np`2GpQ?7U{vzD548 zN9cq6p*($_^lMLSMJ)JxT#tPASopq|wI<|m`itk|^TC?$Nkdvd{s)Nh7ymb_BlN5VieGi{;*j+rfT2XdB7i>e})-`~|kxd}GeK?b1ddALxIY1!r^Gnq~R=q`CB}=GI};K;JPwV3^*oFC+}{3bl{* z`Tpcr!>R9{)SLi*Vt-%#YR_~WNvl@xjkFIJ8~P02j}D4(rj~2 zpC}$re%s`=_TjJ}VBJuj8D{wa!Z2S*55sJ}2t&RZ>G_uUzHRK9(ICI5Z{K&wkL>x* z8uS(E`<`}nRc3uQ(1-KeBDLP=_ZQLmLZq)ncYgo-v$yi`wJe&kMQTTx$`V$7;Dz*# z+Hm@3VfEQ5z7P+fz59{>dTG>?6s1>`5Bb?36{03{6yyu({WbnvTmHD; zd_CA&vZ1Ly?j+1F#v845$vf3Uw*!BXzSgE-lg)!S!1-V7uT8q^-F;_I!2Du)+r%C} zD!b+J_@k}Nar0#Pvs~ZW9yXgutqSD(iNBSUEY-A@!uyUmKfmYLu1U0X;Q0=QS-$eO z*Spg_|CoXQLI3-^JapJs-=%y${x}b=c)zCu?1%Of^XrdyeP#96I@tfg`TFDUuaaTA z2I3o>-}a7e`ni2aL4U}PcF%^|ZE{}~*!r?P)`&tI^=C+=S$5qWU9!do-YAF5B7-m78dEZ@Yj z6UryYbiP&~5i>PEz*$;p2=Y@PQFP3rWpy^Q_Z*Xd5=h*SX!Vqz&g_jq;?Eyrv!U~V zez84d82r0fo&=Jc^lk0N8nXEiNTo_1sjV!6`4#h5Agx+8ty}O`sS2qJqWR^xTJr8c zI11l~<>e0eek;S!pLl)Fu{Or148!_Fyq;tj=oR~KhS~qcG0fJ>0%^~K!aEa!)&8J8 z7D!)Sl9;hol0yuHyc*V*?UuVPJXQw$f!KZsWarnX@A#Yv{1M9!!|*-wm&)1sT~^NQu|Rh1=~t5) zvJ}iv{{*sM`u9z*66KGOUb&&lKZV;XnSKi7wth6oyeWF$PaL0cOy_L`a^cc@gDj#U z{z3VZi`^8ybJSg!f0RFlX}u<3nD!?Ga;>qCg~xT_dmOL4?DF^vSte~ke++=?fyw8vPR!Ed7iXL_W>>ZVt6b*U2 zPaEVj1^UJL6oHCoevN#iKFAmL&oG^j6R6xXe!iq#l%JsQ5kq~#Pma8Z>GB2k zTW~xoA0pO$?cNvSb!)LcsC@Jq7-MS-{bBtM#U!1f)uc0jAW%C#`%>~mAE1xECw!j1@7Uu?_jiIg*l$Dm>1ddKr^6N}SWgkoo7%QB zd?4@x$J?C3>G1 z+v_y&%#7_O{QSG1Q=mrgo69wre-d%RQio$rXZ>axT(aDeUy(a_z#r|Bt za1{F<%b`B?hZy)nIHr&Ndplpa4~O!j6_Yc{|C9k`5!^&A#0Vkm+}95Wf=0aD36^Nu1Q)S2BIdz-q5baHRcL25Mjz%E^|4<+p(4P?o{-ge}@_5-oqdsKzj6ao__44sR#Os z{MWmDXMV=FAa;L2pnoXk;DYlfL0*x+gke2}?GtAAzXbY+za=WKJI&Ukf`Q$2KbhQZ zm8JWof`N`oAr3u{1HZ99gNXx75@TaP->`kcEPo&{xG?@m-!osNp3;08T)!_><=K&~ z{{)0V{&2nx3;qr)+Swia8IEs|N?8TwVBe#ShW_NgNMhIFE$( zg0Ld(H?sQR-?9B6y*j?|T4V&@qdXJl_L5=IjxhWLgu&hub`F?P^HLH1?+@dbAuC@+ z&7SlS-h)B?9csDwy=lF#avae!^ic5o^s)x|I)+@^^JATE!|vM#`1Rp;{c5->%#6!vv|Vz(v_uZQBiz7WSo6OU>&`WoyQW4FqG5$ z8DT1~O!32rxw0Ep2hIa|MgKWsL$PP=>w&;Oly}0Q4;XI{=JuZ9Afk^j%n$N^L`9kQ zv9?SY54JaQs8e3`i4&lY$R87vmf#D2MDK%QJZZA`cg)R)uVB57^+z4^lEjZO-mdTM(ptg4(D#SzgpzRvz)!?xVWvwPmq+t>%k0cppWFM}Vf?6n zggO5RgS??Unk5{(l$Nf~;}vs{v#R%tIxBA={W6d9pD7%Z0rkcCJON>lKjc3vr~Hgy ztbwhK(y$bse;8XJ@nw(AL7)fuK^XXp{g3Oe?7z_R0GIc1Q`U5|eis7v59MLpLBsj7 zPUoOM#1{Rpd6eA|g1y7}vanfS9DIxCw*(e0g?BTC$FlQw0*htgYrY;x1^>`jY_Axm z_q7EU+qbW3do2m_hWQ7=+jOe#0xvg*~7BH-9uieT;9dtG`+JJzE0wVtbR+>Ym)Y<;?8`Veo%w?@3hU zhx*vwS`Vlo+Q2`DiT!k=wz5L)K|jbFR8uC%hArB;auMA6q5I!>^++M zLxyQTMnD+OkD$ESX=oacHLa7Q^I8Hsr_1$Lu%D4m^I;bgP*kmG1?vaw-|mC9`jjHk zego2L_h)|1ozg=E+caY~L`X^m8?l*?HG5PuI7_cy1@tjJmKd%^gye9p)pt*#@Cz`x`8<_=4gyyhUf z?_({lPZ<0?&KJXUoE`@&S(9-od*ajO}uOPVer5BJzb?RB*CzgBInL2L1YRt}S3p|2v&zz}ymD?+iM5E*93d>cP zzIZ%w3tagm6yyiTLzw4RSUKHK5HNg&#zPqV74pyHP1}MgV|?L07vcqVAJ4fwrh!r>3`Z3{s@2;cIF9d>pz_m^HH zqlVS}9tZIhj(?F$ySmVR4d^5CcTwno*$2xvaQ$7BGNfjfK>+Bt_`Ioru&g_)kL9p_ zpzjewyo2&g^?81dunfJAE?87Oqg$u;46bj4p+6koqV`onqsF6<|3&%o)^VQ_Xl=ps zW!?cpMpVn>aryLK|99o2HbK^Q%3RTY6WaTw zfl4;#z2Aaci4f%}yrsXTkg<{|Li-wa6b|gK2ry{!vgL?FnIa zo><_U*ya%bERBEfd)-5Bh{+VLFNAr1&9`mPYMUo-*!>8BpT~lQxiiN>`$(_f<)QjN zTSW0D${%5fFL8W+A69qz`^f<8m-zmVfMNPSQHI%l3Wi}lf%4+_^;~h~{W8eE;`sc2 zk8bbxMHTu(eh`Ly0^(&(9&eIYiR=^hziieGa>b|EbUZ-(0Zl z>dzOuJv%`>hVrs}&PX@;pc^oLq;Glb{SSjI`a-;j`E0@vPh-A>umYX060maSpI6Lr zwtZ8x7Wj?x?H@K%X>fW3%m>;F!XU56Z^9~lC>|jU@!CJ%tG=Z11gx|2U3~I0@C(}` z4Dk}u$8bE&AH#HBS`bjPUQ^C>1jq}{FJX|Ue=*%p6$EPa${iFr1?(Zt2gCFpkRZ_1 z*!+^5=>O1=e}R7X3*`I*VSJcRCJg$3?Gpxl#Q7%-`iS!tSo5;&RPzZKpN?4H34{FM zd=cjHbKt9|7m}Us!1pK*gkgM0Ptd6SLwxM7gZ)B(Kp5Ib{S6B7NbWT95+7gCIt_nm zZ_)opVE%$(C-yy-!+4Q?D(Cs$pbxilo{nk({lIuX=zHdbtu>%kxBi}?{O>-xRx*DgHX2=1+XXu_O& zuouX`V3Vq}8xJRg{X_bKUx&RM*?lME@34H8-kXZ-^gxg&v?mPHdq@Jp+#V2yd?e04 ztKZDpb8vb%`gk4mNA1sFed?#&VbE6`&#DmTB_Y@E!+3FiR;8s{8~(|Ga%?X|>9ljk zvEh)f$L~Yj7X1#&UI_V9)DOZSPdI;sxj!My=R4%W_CDvQyyW~2Y4}?_;88KiANAKP zOqbm!g!7C@U+Ct!CZ;N)_x8{~hQ?{64stP&lqUYI9$no>KDZv_57!^7?QWmlw0s4~ z5At{Qss&H(4imi(hU>}IM{Z9F-1}XY#kZ?3?#-O%S`PDt<6E;VBy)pc4$z1DTZBP= zke)Sv)Y4k}kKpLY!G`TVT!6sz^jPYL`TeovU6*H}N!?2hF38xa2?J?mG$I(Fw;JM6#yi_`Zc;;|TemqYlOM`PgVy^3A)c4dQiNPi}N^Q=T~E z0_=Yc6zeO)D@i^!2EYFLX7Cu$ca-mqVah8{&lCMW2inJtyAI_ptrMMxKzcWRY1>z! zuFmt58(aO1lOhykB53`xspq%W%yucz2efAl)A>IEVOa0tcs31+$?mdm1iS}??Qb$u z@ksbJh5Nrv=gNAg?5%_T(Z6h}w%?U)V-Dx3s6JwdA5nfbJsTppke3DV67ql3$A}(w zhqgm|7$0ob>(zPCPd)H&sDGQS4~ICZjRyaW^Rsz+)5GZ*IpDu={F@y+l{5|?3-g2h zZJslHq5CLhpa=DZFvJsRKN&8j{x`3*?fv0!ILtqNzhO_=_gPW!|6NGm=7#Vck6($_ ze@Oop)t6nQugwH~#QIwnDGE->^ZVO^Exs!jxJ$W0Ir48y=%%015hEcUMS0k&Aa~vS zfjK{KLKyT3>u)oX^zLzeru=#02g59%NmxOT_!FjS+%(bCkiGXM2z9n6US zFvDK6=SimU^$cNEw*Cm4qP=4Mv3wXG>R;Heg41S_Q@Otg`_m>FsMrnk5yu}sA!~~A z9#h~K;U59X79K-+`{9T|U$K0<;y~Mk+`+Kk!}((PJS!h@;hp=160RTH&6T%D>i=Q) zbp+dY*RD*rD1iU>L3!AI_SfB(0~XvqZ@;wp$RN+}fT_P5Q=Q!F^kM#~zgvUb@1^_z z`4Qi57VNmRb)$8}C@wEM-{>yc6Q~UOhvVNhFlfN|-CsffQQru|_^|z5dz2^m-JA^i zh4Zzm+;+m)3oWoej{3AaJvHU_ieF%luz$j!Z}|Q0&!y9A)5Cz@=pS}}|B>ia?)FpMAhwdZ(HvEb`Ah_6xq_ms|Erky>L(@R)>F!6iO!#vHAZ?1rSME>r1 z`>s?zZ7AgTalC}Vz7f5j)^GaMy${es_*ac)^8PO1zo|aqSFC-+Apbc3d%H(JlnvYg z^q{;DhW3zN!m$5B^`|Zy@S>!qm%>jNCm!Gg^v)Svv| z@%JI^%R|NuzXIzIjF$+5d?G&%Eel%S7C!{Wi{p#5u-X#%BS$Soa)nqv34=cszXv5? zI0*kgiDBp;{Tr17{ks2re+utM@cR8pA6b36FE5B3f5qD)Y!lCCMLPF75mxB|@gMSo zFy!}eypfmtW*(c7p}da96M1uT)hMg?ARH)f3`el~SPuIc$j``o)n3L=1K|7?&R=9{ z?rZPYk3jx$yhkP0wVu_!0P92K*HM|8EfMY(JpXpIzju6*!EhqAf6PAMi=0Fg z#OwI|vFLtrzGbc;PbfcxdA!fc+4+EDMYW$^OJ;KYA`I&rr1w~bt>l@5pCF%RE#^02 z@Q0ZHAq?>(&OgKKe8h2?9vWSCy@7l=(sx|ZMUYj~UHLTe`*_cTnNww#!hGWTfUp9~ zuN)uizivXyc8Hg;eZr9MqxP^I_G6IW$4iIzF5dGS_RpvsG50se%d678tnFo=QT-^R z4)1fv7J+@k`cd#VzytrSW+6@l->Qt<1dH@O@vg{1N8%mN3W zbsn?eGUzYLTWq?ViCMbny&1%3hus>UGg1-8gZ;(LK3bjcx{>R1oR86tW95k;A4p%^ zalev|0c+vD7xJ4h&tJ3h{j5E#5AhY!8+TgfaKJVd$WP*a24U_G;-2JQ^L-_N^Xo`o zyi)%wr%H;r|Bg3koV4Zd5U_X1zxdcWq3cc80zc4xFiiJ_1%zS0j@rZe?Eg3g@fUvY z4p;rf<^O!ji0So*=K#MjzBzxxP9{@#5AQEwF@7S<&r`8-Hr|A_sY@Jx zZiM+meIN|ydBpFz2?zuI7_T!-@2#_Pc)uOT%gUE9yz5Eh4D(ocj~B<6klt~{&_SVm zKO>=S&->a*qj|i_aDSRl!l3WeKGx^w;}VrrdggzRHh!DBP3P0uOHA)lt04q3tmQ*@An3SeHt$ApD=ts;J+C9L;a$1iRZ+B!aP65+GF{L z3wuqo-SKhF1svy)D&RhCpZ$>=%PZDMWdU@%swugRV^H^=TB5B>}3O@1>w zyMOKp#Sr>FB~IO9kxDDjhw?}m>$8g$S^KTWW`TdA`gNDu5BEI)@Bd>wa1k;5KPL8n_jeQL(3Hl=P7vd&TodSSm^b^H&U4E1&$Q+(E|dA6y~5{l8dRQwsAR z^gaClO}~H2wekPp1g!mo5*Gh0hxpm}zZmX6;(SqkkY8Lc5e9x^{K4=f(jUT-0+L6< z;7^f%tUmpJEu#nWNyxv;{+<;po@Mj+{PH=?X~$p8f&S=w#1L;&{oG$RW6EAZe1`GY zWyIkBh+e`M$v;y$#DhdXmUDe$<;-4PE_%6duC71GBle%>ma?Yn!x>yZ(sC|5R+@2> z$4ludhlX~y7ybVs>OW!FzeM>;x0L;1^SuY0FGBlInEU(m*=~{B&qQ|^LgP#K7rfov zBw8P1e35=k|9$nX3g9R1j}YePISBLhDZ?!P%f9bQbDC;A8V4gw&@$0IL zeejilGhi>VJ;L1oUma>1GkMlEp5M9pA^7Fbsw{{vQJ=5b+pAv=*Mt39oFBrV|L7kW zX7Ta0t+89vMw)Q{p4C-1*Z6k`@9d$jy|vTED_)`RvyE39 z%sspS#*6(E=J8?n()m>hlBQsPas1g~J)d|enSg)5`MVLb?yvujP#&KV=J#`Nc9t)( zeKG;^QK(-x4d%Ire7m5!R61A8AHp35Nm>3Et29cY{;=|k5|jTa*C%_(%KMW%5C-~D zehEYV;~xz6K2bSh;17=XW?zNM-$ zjrzlR73z=hd)6LdcHb%Y_#prLf%}1e>pX+~J zgM1W@k1#*~PMGtDVRl|HFG+Z0e#dTnfBTkWd!}Q$=>2G%U&4^jK>510?&GhRI`e!-zVVH{iJu!3ms9=xd8tKCSC{bkINz)8*Nvb1x%}pzc8eAcuva)v z?d7LmSGdsMkMD06D8()NvM&_Ihy53H_I_Amcm?>0^HJcKG`2cW0oud+K7{#x0W0U< zyZe;<)l!$E`}Tr@b>mgLD4X#6G6lQLPmR@f<>zM#E@*Z4$*hNb%LuW27hD-XB-PRY z;xW|U+X^}ZzXUDk@%!xsn|?-JI|BNI=eZd6B70T1rEum{YX#W9K>JvDLV0pRYk_<} z@}~m1+Sf<+&jtUD@-Fb*HBhcqQC5z|U!-@lwmtA8%s+l#WHfqzuTS?NoqTeWCua{D18u zhV#WJA5zM$oE9?cnEWQK^Xc&c_9q)g#P1h*}P|;oZrItNZ-B5 z*M69{ZU+6v@!bpP=ouJp$=BQWR@(M=Nmc-Qss8G2xrb_8WnHBDi2J{X7~&n&ABK+* ze+k2S6vuZj;oa+)pR@RR5yJBQNxtq~+<1L|;CPs?J=i{Cm>-P)sT}4H<)1LLkLx{F zPXF&EVC8oi{n#G#hWugW(f?u?57A5Y%NTv{dU`%jJJ0QLu~&YzdZiusd+fhBw{y3+ z*H1w{aK4Lki`}xr*Yo+kZ>jWac=8eXN}}if*`6DsO2@)}1;&^6f0P^cOw5M$3x5Bg zEz9b1kJFr<5}DdHQA6Cgy)9WRC^|LuE%z@Bv-^gGxxFF`^NsBj=J%sYisQ@H#y^zT zpz_kX`+k>~3FUeaeWmZ)(!z}mJALJe7DRUJ+3SBG^xk!xzh zo(WfqSh5nI$&oo=&S3K>~A%*NM z!-Hvlo{ci>{dWS~x25);tv<8Y_+lAXr_6@1L)6IJU+tkekY!XA`JE!*Y||M zKBK*2-?RNQ!jNxA`k%{K%I>J04gUYDxc%o&s|SAQS_AeF_a_PS{b|DR|9trUi{Vk< zUL8*Z`tW=L!z>?0n6KYnOz3s!`OVMp-Z;wB%OUgEj_Oto>s9QJF!(pjpRjV4&tv81 zXg(Nb_ZeAzmM>?R-scv)EMM1LA5aJH6{3E=tPWehEX}+FyU$*`>SMFMtq%BO1?kMjSR+}nJ8^Co!Gv~_p(g8pLrZ*62HuQXqT`M~ip{D#Iy z7~}=*{oDC9rgu)93uW-VeofoZ&^9J4?-CDkNjZe?0zs|)t4kcb>}WzRaz3m_iO8Ic1%)?4TbTc zJs=GG)f2?@)z1scUt(zr{6P7ukJVVVVy6_u=P1wh@qg^~!nHx3QGe@8M@+n+lf}=Q z)xT6Wd>Q%*`~%7-VSb*6l~=I#U&qQ#oW4QLl<<3#tR(F?0gpf5&zKyge|3w(9Fmv! zNs=Sl2Q-5}a1+x@82HiqznJIW8-^V@ANY2IB0KNX;JIzr0Mi}d&oCZu@bZZW3lqJ+ zsxSVYFvx4a|6;J$m~Ug{b!1Nn1Aj4oVwnC9P{8UxCx6Py+5SCY9uE$WQ_Xj0pmsg&M^J| zgW!Wr=gN?4o7n$R3qB5QTlXe45%%9uUq6kln)+tkb2x8^^6@FnxYw4&?$Dm8m|ujY z*?kO#kC41J$psqk94f)%m!?TC7hPWw3i5>XHF+jUo*8=_;zgA2rp?2{j1=wuhaX9M z{=Bpo@>Mv#&+45XD0qeQc=U7h%tsy;E&P2W!XPh5@8{U=P7@}`@$nM|e}Us84FBhg z^fW7`8^vB)CF@4~YBs;LC#~ z&$|^cakyH$#8NT;zt!#tUl3vs_tCKaceTTty6TvLe&Tq(kC3@NCEtL{|96v~hDmR; zz`x*lzAtczFiV{c@gseY82lZ^C*OAmyEXN#1^bHhGR*Qn4EvD$e$NW?oEP#5@&nXf zW03Fqd>4q9ke(Kwj^Bpv{{-jTu>Y2zoBO&t9_8o12t&ROzi&B}JaNNKP0-H{;_(uO z`9yp4V?yuOOHR1SPNMdH__YNz2HL{-y~XtjLw&UOteou^GdzoZfAh}w@Pc0;e>fjM z6^$pB9k${8`emfE)${IHzCQTnbUyZlhA3Z)He|5-Qd0=%5$sw!ma)obCB|ceXjKkB~pDh#|fuT;aSpu;V1SZ}1O>^H%?0 z9WJuz!Zxe$wyDKQ3Kdya>+I;CTNGSZsFnZ8!)Q#@B>lKL+LdkKkgbzIAJOd+oFH zdKLK`h4Vt_9|?nhMfw?TV%TlM(c=+{V9%(&r_9x#pQcDlQ~&L8Un44V{&(N#uajQB zutJHikN?g;qSf6@bUwA8c)WyRe+b9-cf$mC;U>{}D3rgy5k1Dteq;#piR1gb|8e=a zY75YBlpn&L@a?=A|oUKL8XIUI`U zoDcRzTwf^J?^D~-O^d+3h~-ZxY2_Jjb$1f*kFfXEpTP$6!G4PMStz;Q%Wl5?p#PO$ z+vM6ux(mdkVtxuG5wrb6p;RZOL2K4(vi&NdbSHWLY1Wz$ujq;R!!X!KvA<*(?4x+U zg<*)7#PJ!!kRKHDk74lNI3AgfO*>88MEN2y|AY*a{}IZJn&&-G^&-$Gj=va&^Xc?` zZTU`>gP8Y680e+?bxSQ5{8j+_i2Rb(DQ;RY`WEz$^vMQ1Qn)1j8tfIe zC%abC{Y#fa;Lq@T*=@u1AGP0r)yP0GKL~^U5Zim9?6c|X6hDdHI~2>0Q1)}#mv#B} zFn>57a`qW@kE8q`9>)IVW~m-~eZCv`N31WmWL&=6!bRZEu|N4y!Ev(+MDHbv?V*q` zXjPxlw+-W)^dyeIIgo?A@{4CeH3;Y=* z?w?^g|H8^Szo;DcYmpwsr^OFOjuEYgus@}K@2&Pfw1f2>mMdA0zLA@z0{jx^*MtmD zL;J!ooDV?xrg9b^3zdBR^h#9>VE+Nfrxba<)3|ZBIX{%1ZLzgB?gjP-=aVp$qkOV* zCZ9^*!#bwkc4hf>p>ou7)qvksAW!1+It+t+itUq7`L5^JEAdURzCiw|T$(p-cDl~#W5&JJ;2S*#NQ@$>o{~hK`TG5;k0`G$l5%ZTY*fZo8D_>6I>yY4d zx9*YXzAyGq7}h%|KMa%q5vuxEwK-(u!+6E{MHu7}+gE*1`0l9rK9DbQendzZ;%#al%b9kT0*r~Nje+Np6@_G{U2{ZYHWIs8vZFyzZo|2kgOa@;3t4)$G~FAx$2`o#W7 z*s<7r$fDI>6h9F^34{N^`Re$3-Le|@-7J0)cKkl|p^~&T_*W|bel%*{j_)x4h}F9$ zpIEo{G58DQpSr7TONZO7&>zm1`bCfM#okld`5mFgaIJZ%+42&*CB^wIj%_7e#PiL{ zDLxWvSa180tZNMRd;*pu279CWU(DiPR-eV=9FsrinAtClWw8zIpE|(&BE1?1u1JP= zR$=~AsL^WJd+@7?FdozoO_%hSLl&EYykmWanf=wA|8dHS^DZEN=pQt9rH;O=ZwC5_ z@}ha>m&t=4UAaDJ$;LL!=oQZGwN@X$4EdRRL7uTchAE#a>^x@O?LqUsIK7=$Rc1fU z2>^eD_MmfR!hDn8qW2OAzni_R^z$*WM@Vm%JfE}j3DID`u)Iroa(;5Ba*#)yzph(m zTFGzDWBXk~!XR%buib`LyxDW;H^g7458cl1AMmI&8RlP{pAa&0zqs$tsqe{|#e&oHx(-Ou-U)cQ3R=rt10H(}uCKN$K)e?aA+Kj^;+gMAgR zmxY8uKhRzfhW!iVNB7*+sVhR|;l4cT3&V6@RoMO3F_*q=kGTHzNQzPXu6iCY^0!BG zx$i)`lOTWS&w4cf9`RmIbpH_bk>Ml6Kke0NE_pr6VLZrx!rWhKM|$T!z0nBesBhX) z!RBQUp-a7C*(s=9<^T>zt>D0 z0`dA{F@FhzeH6#DLhX-ni==x*@_4D|@m=b^A)@~W#_xOHJ-`0a0WThZ^pdIhbR?|> zXWEjSW{OtYCV)DD_ub|&ZZ|_f^#x4CE1@;u@qmS0@Ko7MWFh1mW zpSg2COldp<|L=$6XPEX|gngFUZ{OA>i^~IHw!Rkjd97?vo0J3ZiK6}L+da%lZd^Rb zBlg!5KU1hPyMAP?LJ`aley`)w@apFo zXRuG$zRpGI0WRa5lv}90|F{L|4_ocn`!GVnu)mGp59qLP>{;zB*pJ2U2N?fyPk6eS z$FBpXQ)Bhz28K(D$7zTfU^1{kbk-r^K zWVdSd-%!vmq6abPANph6Vag+uD#rr9#QA(7!_%mL!Vu4)Jt7R}gRnhT&h%e*wnv1z ztpU6@N#%2sT9@dIlzT<|(cNZys%zq7m~Sc%|4`IBZv)tC#Cqy;9iJ~B%=R;cdY!c$ z^17N=n<2$`Mhr0#5^#T1re(LSEbMRPf2pIKEFKJ;&%TQg2_tD-F z=JB}x<~@EbZ@WNzV<46n{T(@94>wN$jP2>~dZw5Xb^z=b#y^BX{?NZL%;G!3u)l}% zp`RJDVC%zG+};u9>qq@p{=zFud#Ju7`$!nxf5qx9+pP>E>N$cqzbM+&f*GGRbMEFg~`nl*mF)D8wXzi-LSc%>@77p#S zcVsdgex&<(!l4HFx4t%u-n+p1LwzQ!Y42aA`kUcxd3R1uU#>KT#X7|01?Loeg ze+<+8aUo%_2RI*u!C#{O4D0CHL)}~x#*6$MW;f0$_*x2&?}xcPp0`0R5bi6X{U!|Y z4(bzOu;)mx(a_pa*7@f_U$8yGTwaYPKA%`>Iu7Drs&D<%A;5za@OWWFM6P{Y z@<2}Sh{kiFyWTE@_!Z@sFtmsEpOw@8jBw=ALf>E0)7bqip^1HUpisL9tlyAclQlbn z{eSg=`9t|NIXmq^h)ySvH=GZXSEnY;ICqh~{~W6`-A$&>T~*u9(s?K)d%~6@@#rH{M#xUf93Nu zf1^8nDgC;o2;zM#A3a2|=5_lDm~U)<^s=Da8hf?5evV#l72}g8dQT4XQG{jgl710} z^F1gJth|==o#A5EfBmEJhh2YyJw|yNV>e^^=+UD8hr<5Nx^#Tj@9$*rzsMgmx8{i} zroIDzf%VPyrDe&a&FB8ati1VT&Rsp2AB?{VgZ|?DnRl3a&QWq8%qQ9dhUvW!Az=wN zKjybyhjq~~1^q$&Bh1&I=J!7T)Zdx`@`&_}-L@v#EwrBG`;)nEy^%0g&80FnH>~Du-qYPZ=&t1@0JgP!G4O*D+nhpw|#bR-*K2foR5i77ovxqe+2v@TzRn1w3(K0 zo*Vn0h#2$-%dKRSulCt?3Fa5=8DWTLk-t`n>y95fx(@UKzh{{4GYJXv{4*Q)5!H^O^v zXFMOY5ypr5WlcDW>;Yl!A6a?Dzu$xW;QUxWout|4ULKbZhFSh&Qk04DoT36AZ%#UE ziL-1qB5h!tPYP3>@d=k7N?aJ~-ZcdC_MsNW$su>YIH z{38tiCx`xkFsv8;!CYRZTDSPTcR2|BKzW#YDf)xo{@vWaP8D>yI-@B;egN*T2nj`EX>(Hy zl1vZ5erKkbK890hJ;iV|*=NE$-!v^MBfftvBrHYeiy4OVP#AAe zIq;X-$M!hAteoy+v+rU4(LYarx2U5{;}5Vu`2CEj##IBB=dkm;!Wk|D|J;mk1A1`& z2}6GI}%&Krz4V4mz5g&0h)pM|$iPx4&tg z@DlU~^~1i?hkn7SqVtWO;`)TaAL##s8%ZARfA*ApcQ22xC+vS7wCWOe9rk~bU-qr1 zS7?mO;`vF3xnH)c_&33R9ro|=eblIPh970`$Idw!du~S@1A4Lk9Lbd(yi6~Hy~O#NBekLD z@fR0he;4&*j^*gv-QP~<_IZwbq|(McRT9kK%{gXJkhEW4_B7EyCqp)TXPz_MpGN(h z^Gf$|f|@tPCrIyHZz=n*RnuVn*x%en_Y(_Nod)}k{F`U~P9f8v1@f~P&k_cDF@Bx5 zt!2}VnZ4P0AmO}UId|eL>p)+U#QY=-_0gWWs8kW3b7OmMh67d)Ef&2mj`6J9AYI+9-w!~0Xz$%DhpyPtEr8QY z7}jUVFSnTeTc;0`hVxR?-i?vHo3uSae-XPYRc`#fOA6!{>$`XKu8m0!1^b5c<8E-Z zX!O$0eEtcu|Em=ehIpOYn|aA9L3$3nhllg$e!EULzurQz7xB~mp7Fsq%lsieLI1`u z%bya4c!m0}8aF<6V?Njq9KVOLN=I!w(f@g%K6;Gu*njG50_YF+=W+2~+ccd%pucDj z2!lUB`{i+E#QWXFGhqFU@jb&0?E9DA14hSu`B+SHj?b{=r~xa6YLV z-iJW?3B!D#Jb88v^X%Jl9nO;>y`EjS*XNm}LcB}mK3g583{n7lg!ADk9Q<+m-2*Ux zRF0VIrNf!H@*S;iT!y8OilhaO&;PWq<68} zft!|I!=OFX4~Com#Xuk03o7U9xy8e??jIah4fBok66X1^#ct;xK5Gnzc!B!MeDS5W zLG*vrNZ;Zges!j&o8dkg_P=Cdbb1%bPT+qX#r9`OO04^<-J<;>tiL4lXNrGKIPe$s zfiUPB$|oy-PxP>Iw*O36;s0UqcmKBEO!O`h9CLhQHyp-?^0}lwWnIP}9qzxDF35ND zOAX`u8B2XMtBzbx@9>HGU%EHu{h%+R^N+~?rROf}&1qf0+w<+}c6d|HO0EwK)BQ-H zujivtW6O_7&X7zI^Mf#OXENeYeYqDg<~(2E``s_<_vy~;Jgm^q!gOu}I-93NqjZ{!zY zm_NkJO#8Oam^YX2cQ30LyW8P`2lz+)ez{WJ=SHieKo83Iauu!1-CZUCy%_H;_wTS_ z+q)K6FQdI84Em1p$M8X-pJ96MN4PxHW%P5GS>P{@iTOtu;ty&M%fTPx_?Pc`6BX-P z2IuuLU%&inp72%B3>Xj5TQE-lV?Y@2m+C)R=iVn$blcZDJ-vJJ1j?1XtgLo6^4Kz!hI$=?^ z%4^BK;_(rNe2V3NG03y{eFh<`??dq|tG`mB&p-9)J`t-A^#9Wz&rh@V=>C*2NJ{6& z=^n;h{)23y@|_OnmrypM`}z69nAA7tM)d?wZZvf z3ySALCPptTYJJZ0%OQR*o^`8x3G#yU6Nddqq(8*(?eM?@b+DdB{}gi0KvO^VgpvpG zBP3;i?1?pcpl?);nDa9vwg1UAdp|(Df#VBRTbqA!dI{%GsODOoo=w@@ABXO(k{i}G z0O-N-h8DCbNhJp;u>26iHLSh&IWmJ^{e<-c&i`ulr1a8L|HsvJ$MyVu|MnhsDUpT| z3T4Ykr9z4*qliM~qq3Eiol-GY#V-MALlu;7iu3{7Bh2Tcz+nq) zryC_f{EPewT=6ONoo6DvhlKV<7~Z==`U3+ri`U+i0(-#m2R2(2_5P&F-j^@lD7j>L zRQ6ApA5gzG8JzyqbFV4Px9u?G<53=)%;bdb5?MSRWth$H472kGn{51QqQ0%?`aoD> zKWoq9>bP@uyWu<;^@kYN`$+GmkOynW1jYjWINnX^TMy6Q-w*Z|QQrvj{Q$x|f41rA zv5!XmKSO+p?QI^@efh)EPu%})b_{W?$V*plCVp*>9g^*~G!NvD^lZ*+43u%}3-ddU ze~avm(+jObAzs1!&=#9)xrvtXDxc|l!f^kK>Sql+JWH4g`ib(~(yV16E9?&W8Z6(c zze98KmT5e`*xJuxW8#rQ=nv&d81fZJ&sP5_wfpn0aR0e=d%wL8cE$1daBIp!m*VvU zAbz6uh04F5KNPLUF}@BOsyD$$^*-n;?(YQo4eGVm&4b7H+hm)=zsCE6e?k5d27iS0 zw<)_Ol)b(S=LL|SZ90lQrFC5dC z?FnSfA4?zS@%?t`X(log*MU7C{o8Z4u5Z14h}-Y>{QNmuMZG{?NZlN60(8Ua|V&yX)tXl5A2i8ldKRa?wyIz>A!u4rK!SP*d ze6`^G4E9Hu+XureK4F;Uw{{MGJJiJRDA+T8zjOI- zyLuhH|8k2FjMqgx9}x!sHLM*@rTLkav-4-{`;#;uGtAC^Fq};Eu zmY-$i{}H{rg;R#uMokBONB-?uVs98pU$A&7ZCf-tPVk>4RNR(Ke!zYOs)&NqaCKRBLH(;ac+Pwj;7QGW=-`0#uR zE1ygGI>OLD#&Zm__#<@b;YdN_TB$aVb-+(c>fmp7q)26qLUY@fXgI;b#g}KkS^%^C#iiEpfWVf8c&FuCK$d?H<=Q zvp47q@-zHpWMr1|cW4jwhcNI9`N_)J`kOGje_Omi&%sAc`X=~8)bIV@ZOyJoj{yBd zdyhD~IqUr|8<0PaKce}{pCt>z;rt@<@8J0Bt9v=*@OrV-bDUK5>6)m zMP5tUlc;tb^1-NIk=HA_SxbL}d@Z(rc(-Zf)0bPIf8-xwzQ29=;fYGE_(1soOYARd z*rAZ8hc>hOZpBea^IZ0n3{hVz6DhVwhEr*MLm1*KoPQW*{)}Pf&lqO$Cd15s5r*^6 zs2_yYeF;bRZ}Bf%k_G$8C~t;YeuS`E6OAX@SJ!`Wlq8%7L;ge`nOQC0tCr7S(S_#I zy(bO8sriBGmQ`n(|lzDItbN*2|#KXw{qZu<@SEt+neh~eL`ToGszn+Hz$My$* zg7hD=3!Zy1<_VmaY=@yfet+zsakZDMIn)>5S1u;Z_3^mgw!U}v=Yqaq|HoIP2Cd8% z-A_mRIZi1+#(}+{|4nF_ zG{IZnipO)OY+^sB`y0te(f6lTei5j8nu0$=dQa_5`}Ss^DBq3pKb6^Q(>D8SAV0KE z!Z04}|J23tza`X$$|;>Dsl$4iJxt@BbGQ z27Y6I472$#F?CXQ{p)PFKZxTe%>6SfUrhWvZLr*FrsGn0PY&}-gn{3fPb3WbhWt5g zYLhs-vl84FMExbq{m*IlAp`3dy@U7QaQvqOmk+T@TL$zay=VH}ov)sEob%(1M`(O# zTPoN$ws&S%inB0M^d1(DmtkgKXTE0`F1^tezQ^{GWK{1I_t^^Z2+mi8!T%urNh|iA zYm#Y({3N!YwCT=0tBnsKUPApzI<>BPiMKXCzmoK6%-;VJ6@gzUue04F${MPsf&L&r z&kn60G%Ic??8o5zKp4i4`fxViv&`7JH`GV}dA7+|rE^9rKW|GI;%}rsS>f;ePfx}} zJc9itKbTV4JnA9XCzXGAXPz-27w!*X|H&U;_sXw`l(8dxZqn+Iben73znt^VdREid z4*VascP{bJOs922_<0k;Jikep$1AKpz2{V%GJjBJQQ0k!AGVjW+qPLT=sb+iNUXnv zfnP`;!|Xmu%E7*Ox*f~~`#^gqtX56@O1Y@}VNypqh!=2wjxgtcs;-^tuc14DzsS$j z(gyFvgT}#lvAs0qiVlgc`TRUonql?X>Z)q+e@G8u@L%X32*Y|6<;5`DKVtRSdM?eZ zNV(gOB%Z%yIE~^t!rUIy+CqXKx{Ll#8QVWUy6<6MWzqj(qrW}x;}G;~yEE{Q%2#>p zt}RqoV&|*R@9qA>;Aa3RC+gREf!U3{8S&hH2*dn^{5b!pRjzV$ocw8;FD~@=OIk3i zQTh?-`vt4mXTJB+6ql1eU9h=6P-D$LupjLI!bXepV+6tcJk$ljsMsqmkuV9 z%?C$M{r?#32ft6>^iE?(T@oLEdd%GSh2QmIyr?f3ir>B_8E)k3SHfJrnVmZ)Y>KRd z^UEl&%%#UeepqM0c#&Th6>j&G9<`di2U^T9{r_(9Mf>^3x89l!@)U>E`^&Z8ku$Yk^#6reKi5&K-^L%GfFJ08a-$!%m6llY^D(&z zX^nd_G-3Y1`J6DH{|Q5V^k=O8RBAtOq_)JSR4eX(^0G<{0d%0()32H?Se15y!Z;!+gt%)!{;CL>N++sYnra<+y6t4FOLw*gr5_ zCsF(_2KnZ;!>JO1|6bLlS9vEud#Lp(e6Ukv%;0sms~?-(Dj z`fPuewa3mY5oYf<7BehG<7f2`6MqPUeItE^8aIFB-h2!G1?6A3x%tx^<;Uzj|Kh@J z&7CWTn)3OnFzKtpl^59{9~?hnus`%~g(hE*ii7R_@ zhrZ`Fsz?ZUyF*~?~kt!;qtg)7vDi{;XI%R<$a^@P49vSdm+9- zdEXE$dOWa20P!o8KU%l(*wT(bFX87qH5z5yL0`~c-ariNBczWopYIu__n3+abAQds z>AjQUo2v2)d->PG`VRZMY2Q8MWQ{cV6P)h|L%f9Z&&}40qXSMI27gTTf7?BoA}`v1 zMfu#4U+g_j#S!k?pnPt1_jmj6@Oqe^kl%zkKW=SPELrqQ0m`ZVA-lXVgGh*fa6kPP zVYdH580bNLXXVWQ5eE4peGD^uymc$0^SQ*a@O~4~`}KPN%N92LK5?=AasSn-6+9j& zUNA{sq2C0E2a$flAb z=dPl&g%J;MCFkKjaE&nao5|9ipl69#%vp9CMwihn)RNBO?_^(0{uAu6NdJ1{I|P%TDg8$ z4f=xiMVRN~ZV$GR>v%Q=;v-|RzhKyl{O#>08W!D0TXFp>86*97=aWJn50y+&kQC^( zD8HfpN@h=ce0a7kdrzsj#HXY-`?ekE56b(F>eHsj-H*Zds84qWJyySIVWdX?mr-0g zD)EW^{dK@EobO8~R2a(@itb~z!!SP}zAF(}Rx4SPyQW8X zZF^XvQY-zRczlGR{pxmjwM5Xr81fAP|6-UQXZ?%8|J(nIfq$dh;W~-F|6k9W@PF@n9{UVQ)CrI_#%bJ$PU74wfU_!C^OmRS$4_u4BuzlHiw znA-zkg;>%DhS_?t3~oQ!=?{VRDB4@uE}bLsJ6hrY!qI=1?agof;yI1a4-BV~zLnj6 z>Lpw}2K*1|bJ@f4=^Jl+f%cG}gdxAx9<%jZ+4t7j+fSZ={S5jZG1vprQ=S>#UE}jq z*dImzQT{e8|DN+FDYlm_%j2nj~MhBv6Mre+ox8@2VuUJFwD>BpC2!rZu|VrRF(cj-{Z6yZ4-)i06)+^9}5ns zY)B0TeL?;`794vnnEyY2{PDV?WouQBU`u6F$qV@NR_9=8E{yeSd^z6(z(R=Sm z&(mt_1%IEu0R2Y%ywoo**km!>r^NOuhpySV=fPj#H|kgAWjVts8^^(UOUxftRyp6hb_?V3i(g8*OxOV9`>%9 z3gxJeFC#sU`h6b^`b_l^gZ|<8shsOWm1^R6Vk7t;5y!U8gCx}`w;jPw!a>*-f{!$&@rSq<|a zj-N2(Ke7FqWggF*KV-uAke-^Dmti|^J%asw!YRjg?793L_=oM+_HK*QwN>KrOYNAL znVs+N;QCsdUe%!l1vX|8G85Tnn(> z1Q_Q_!mz$VdA^HUe;w~Hun$j6Z2YR4K@IOk>Bt09JSg6qWwQDvHmfTpQH!(5Uod$A0NgHkjmaQl*iYEc|Phx*xg*6d zRL=FEwdX+eGklx)U$?-2=*^f7{Jd`6!7mBljx6B*pe}E#!4ECbehBJoT}xl}NXIK6 zFXYFkt)VI{i4LHz7(Wq)d@aiN)4Mqf))k2MqmiGVex|Ky93XlR1k1ljcXl1V*bVwa zfA+=Tt&H7JC&1V~VeWsvjC9Pt6n$OYlzktcn0BpG8}JkD{Y%EHE3W0zVDI>Sz2w2I z%T|fb*P}iV=J9uZ-+{vlJI(}ukMgNs|7}agi4c%4(pSIxchQp3e;_`la>U%eSvi}} z8b++J*xo~QKOObC!S2;oqqExp(#)&pwGy!uX@pE>ek!B`z<)$ zujW~A6m`}DKaqc5*Y}Vz^J;+j#7ImZVYpw_9&1y6gVksAAz|Pz^%r1gmla+C!bX4b z6|vk$(htHge-k}aUdC|qjL?RZK79WC=BlK>`s+iWANA+k(w}9o?DoNUk$#3*zL7B4 zBewtT_>_K~biToUJK?0p+*7q_kWWGReEWSt$5q<|{3piKP5mvF9{iXI`iT0}G$g3b z{KZS~SLolGQfCLvzxW#T7u##LGBvS&pa}MZ^$AP-VmR2atXGW+j0fp$8F15mkY*{I zXTf{J~PO{1`q=`P%PK7uybqi-Y?|sBb?6ohN4f{to^W>G`R>+2W4Ico+|^pMKtO zzwmze8JJ&id_POvJT&L*(mZE^pR5q(b1{DflCQ7FSn3{P z_9T$z79#rzRS z$0y4eXofKP2&9YRpPtoS3I0!P{{rckKjs~i9wbNWcY$>C1I<1?8`*x5Kt@jHEWe=QK-;rJLPc?x8^7yC9GnhEEBkUrT(84rh#`40My z<0lOHYUCHg^#5=IhUxyUKz6BJwziHdymu}3R|46#`tetLi~dgp>64qRc{?jIoyDI5 zIgh*v%Qm!t{o;7#HM?&OEPbQ$nqmFH+9!90vG)!H3K}>5?A;Uu<3;`{I0kImGJYDw zFWA1q=Lt@B56-dwlN2Z#3rljnE`z_o`ii5acc$0Qh5M;kU-90shtuD6l%n@d1xl8s zQ7i7x1Nn{=*&D;4kK+9$hC!al52aVmANLh1fjuF=lxm874_OPjeh`-1L;WkgP2KoF z;S#KekshUYd+uo`m_dES$|Ed)c2#=E{FQ((m#6ZP`{M^{PY3-)c@c*EIF5&v(|tC9 z%9|Jo)sGesU!gsz8pa-8KWrScUxBL4^9#*K&%=Hk>WgZ_(DhpiMoHZydekQ8ggbkN zLwy_{VUQP&pRi0Y$xCg;pc!(WBe_1RtqB_VS*af83#5->+8+?8)%iF~YTg3&C!S9P z>ODWt3L8EM>=o-1=JHqfS2(U#_XPg$y`NYttSOkANI?T-|9~X z7C3wP!}(Lh9VY*1K3bvy`ikT2aPwFGOZh~YkH!8}Kp5s@96w?3*JA%B=(uvZux@@= z@b4&}jyq(JCB%vTzYNFI@zSc9ucxHJ_t;-2eS_9-FQ+RW!TC`@806bsOg~|;KWvXM z@1HR2f3|Cnt;YnNhR55K9t(i^9qpem*SAh~-U}pdb_0y#>$Jq6N0HKa7(ePmr#+Un z-G*-dUwP4fHz#=Cnb$`Q?`tDJIw5A~V+EaFIoY=SRfh9(L_cEiUsNBl+$-v@^UR^e zCmd8D-o^2B4!miXlb)bJ`v-!~Z{szcPg_F&NM9H8en!_O>q5Q{>vypk_*t@5biR44 zn16&pU;F-xA)XPh#{{f?8qq_T#n-GH=0oalVcE=WBet{kvY<=FITQ6XO_}bj|3_D@ zKT0%)d>hsO9{jjK`wZ+yBktPmpwy<-?x64D{a8U)o!MD`B>aHi;`mX}t%KUis^M!v zpU@w68)zFW8GBAWReGwJe!}qoi!1-d5YMB1Q#qV}M0peD`c9a=_aNvtd+Mc=9 zL_cAOU#b6;j9Z(-KePQnLANZW>g?-_z~0318pDteK>en2uI~)9`A)-C!Fh^C9r%Bg zmquBqw)C~4^VRr0VRqg}pz+{ll5Es7(03}Y3Y;cWqRHYtfyRf}T{*{lf_!e4GkZ@RFv5774qt5#X=61}&I5AgTs|9U(a zUL~h5I`2vK-`8FIbN@c@Yk*i^d$ha>8F0&p+i#E7Th<5clR#h4-|F}@ZB2cB0Q>`v zPbbQ1hewr);v-g`w7g9J?jd-;4BOX9efBcm={BcFr}d(JWXm zp*(vIQi*7|D$0kUynE(UbnN9Y9{NXnVVLr1f?lc8ofI{);JzNxqdRZ@2aOpEpuRZ& zEFcW|cl2+%z7rHB9t8kDkv`pBxyx=ZY6E*m{^;HwH*e?RCiwqJ#Cog$T==YS2lV6o zr?+qFplvmCVLw59{$Ieb8|I@p-b~}udu8+E*S-|4U-~MYW;>e90(qc4=#Py~5ytqj z^DqL!pnvVk!C&L}shrD4-!b2O#fVuvUS^p2WBmZ<#a{a_!FdjhuL(o^O6{c=T<+Ku z0pmx1p^uoy1B7|Jz%adcBruqtv2=w}3+RKDSbqq^dI;lt!VsS!{~3;;@eu}VLwzt< zr)@EB)KT_-umZ!mOMB&~4~F%eI6uxXw1@gZ5m({P`muje=ikPq_D@UPUFhnp)| zzCu74{?7vY>!VUrbx`gP+n*8i(V4t4pr{erL;LTy*>>C8g+sx9vAup5{8uf!eFX9w zgul*kbEq}v>yQ3RYv;T)^@j85sLw{-%xtyRSpmIRpJ6($B_PcGE5nqZVCCF@8EM-U zbhsr0{s#4(FvuUrV{~NT0<+O~;JhW;^8kP2Wi2vI`7QBSEu_%4D)z)Kz^FvgN&QdAJRK;&CbfHR*v9*5D%KNX+fP` z2fqFql;h*Mx@afFn^=F5AqJ7C^S7SA_hxTqV`}H8B?V|U4P+lhc?KjN*c7weyDKI(G z@3axb&vgD#U{bl-Nit;@*FTe2o_-5<%>aLf`eX9*#_eTiFDSj1G8fy&VB0YN68n0k z-lVUCuj*yox_1E1{~&!sJfoDmT=xNbkiMb1LtRGpUBvk{bo#fnZ9RU2J)*u3eIMOB z^T2nI??7?;rYGG!ElT%6yn)}FoxQ zb^i(HPte~H27AQs%`ywz&$LQ&|7DhAGRSI-Xn%^n&wJE#qG=DOe^?KX%p469;1Bjk z803ldhpma99&UUe=tp}V9=Ei#BB++#FA)$1eM5c@KfTm;qStbH%6|!l-^+awydi++ z8-_PJ{uvT)s(2Cej{?FF?<0R%Io%f&jL?}HG|^20^bf~7BDC&|>hGQ)KeQjhFg`;u ze+h#;&|eaU_zmZ0_I)zNdkoWi6oQchyWT8v`Nh`*472%vlvIII(%4quFVZ_oF5&X6 z{qfKr%6pV%+{`uW%YmQhPYJ_$AC&i~UZDfteH;z>HL5?}OXJGyFTme^V){oRhW2p1 zOc?kp-cJz_hVvBEK7H@Q=t0cwZIqwjQD8s=+ust5uKUm-xTGJ95A|h?#ep*qb~HkL zq;JgjG6UhwRbWpjPxArE9vP)d;7?Khgn?e1pIA9tKbt#k`KgybkKIoem|w4QxaK}V zGE!E&AHuNI1Ic&d@lv@|tfWml{2b4d@cNGU-Z#T={%~Tu`VkUnztkSs|KNYiL0;{# ztAu{L^2d1pgS8L&Yt$ds9$SAgT*df-;{*SX{1~U@@JzAI9O7ZLpK((@L=XIF4g4eQ zo^$wnvpeMDQGdp5e{6m`Z!gbJjUT-#@@lm`pC88uZgJeRa2N2~Oib^Dkt;7#B|n_%CdKl6U9ajd59Uz5?l+ zwA$EaUE5bae@seivg<6F4gU|KDdv}@+{CmK!KVCs%e1C_wwa>;Tf*-xvlKqm-fiRl z)>1fUVB(H);4k_Q!rcC?PWT@Qe=B-l=a{&C!VpiOJ`jfdDz?wcX}>^VbtSm(QSGl_ zpHyBJeV||6G3XEN(OUV{>`cQLuqPa^wNcI9;WaBDUySvwEvEm8Ea(I4O|(zzHNVfi zP`wNBQacRim(bo>c^%PbeZ=f~uge=izo`AB9!iS@9Uwl$^{_Q!SP$WNtTWaw4EFc} z>-%l@x=@N zZxz>Tgt>pUnfs@H$vV;e-e1gbn}U%e7buJVuLk*HQ*ih6#y2G}KcN2FG`H^j71+$n zZHLz1lrS;}|AzjQuoCUR3RpRvUuBr>uL|t;&mU%Hv76nO5!fA@7o4+pGSD|nOb=n; zr+B}el|y`m@}P3IUm%z=(%Jgii~gX0D4!{U?@jx%efW5%)b9={w_67D7wQ9H_Wu%s zsr`CRvQP*CeZlch9eq0F=z^Zm9`bMM+&;d|>-T{^P`Ue@`tg%KfPX^%Op|u6S^HNA z`Bb#GY4g1c9`;(U@Ra6T`^jmu*GJf>718(hO?&2UYnI{q;-LC`!1-V`&_|S~gZUhl z|DwKweG|^Uwx*=i58_{3pE?L{_VRgG0qbGpKVhEVaXj34bkK!gV82MOhV$^H=YpRlSZ!v;SAVHp4Se=*Qs`!5E6Wy7ns;s4iDfUNr9>x1q4*WuS z%uEpeNmUgBJ?${)FX7BiDTRNu6jSiM1i{SQmLWl%|HAqZ`8V^el#TLl(RnTax>251Hzh}L(OUhAs0{#NaXAgGp_<8FwU%xunn2eTBsfGOjl!wdY zL3145?t=I2aC|NvlShYdm4xNedU3F*xw?1_xENoKOoMKEv{Pa=H%oI{*&te`aAIE<1VlsLG00g$8(GB z9`f|wkif%CK5wc_1<*_7Y4fbL9D^YqLhPxQt9~VF4d^@e=Q(&l!^xm$z#r5H!m!^< z^=Bpwo|EDU`i=VQd1Xz=RYTGIj^p)w945GzR zAq@E^^zVdWe+By|%;%@2wx6dZHthxfg!vi5-2PbkK%#eP^Bw0gfup6^e6sXcWL|~Z zNjX!J$FhLpXPeKZ13!>{FWJlf*EM6nKjHWY^ZCY0Skkio6n_s};GGn%ZhW~2{5{%( z_lHDTQ!RI}SDX(B!~ES2gZ-mE_yo*ftC4#f^at^Bsijk#dyfS9BL9~6-`U9{HWj`{ zeh`NEmCDyX-}8LH9kBnqV*V~i4E&93hYw4v{TD+#=kqUy{WQmaG57~ue^7f6pQC># z4Egwh|JH~21?9`iXV7|sVLJaLSibd6#!(L$h}Th{md7ofHPSlpf8#?8{uRgfUwrnw zBhrK6Js=!E!z|zV-(z{xcMaO0pXi?nv-e2_D{RdNooI^ye}nq9V#)C3hH!D&i_2(-yw64>IPJBHN`ozlF`ra>WmTtv=9H{xa5daH*JB z`PZ!?`Y`j#T-W%feD@Z^5|5gNbJG~V4BT+sp52Rd(U7Zi( zM}1v+)cb8-fE%30M!ZV*v0~eHJMb?^->N(5|E=$51onsJtM>%8Oi3;Vej&dJOF2^e zgdv_leOa9sC)`@93;Ia)i;Q3BtA~O<|0m}EYQpsYrvirQeOHE|Ka@9>^Z0eG_Sgsg zXMN-AxwS4bTFDK%pkGMuTDM;P1AhJB@&CG!vkZghbOd`tdI$r(XwU0bn9tlUy$AMN zvA=cC-YlGPN*UV6_SU`oocdE-S^deVe?HKM{9f<+H@`L}pYwD5 zb(h$bZf!h2zQG_*F)Ugh=t2G4U@>>pq>(=$-o*19gu&mS{SyZNjqxvGhzF3q4K^Vo zRXld_c#$x-{|)vvL2v3^f&Y`m{3i_calK9$SG}*{^n$ ztn9$!rHvXdbY(_-0*vi#>~6pA#sE#=H|8fcom*sJFB8en*ARyKNY7>^h0U8gpM?K| zLirK~eQbwe{zm?7nV0hO+Cw#-|Jm|iN|R51XW$3Qn=r(W$PZS|;;Su!D5HwL`(ZyF z+uJ&9$dwAoZ?g00`>jrz_3_U6Fu$OFZ}mNUsv%!=o)+m1ntHieRq+exC(17Iz7XBFq;kX%A0qu!4)jy|SkC>?HVGe> z!D)G5Pss0W!(aZ_Rly0?uSnmvCHHS8N_1i8KLv!jytXZy*gtA`E!YS4zg>Gln1Mt! z$Orkgy{}fyr|m!Z{INZ7n%R(w_1qqJSOyn_p77%PwL7j^Yx!GC0(}-@dm#+=f%7%P z&&fV_Dk@iPeb)r~I6z#VFwB>zFATGM5z_eYr1Lm2M+ z(f2n7)jWEn0`f+E-E&Rb>BKkD`(HSI!r(tpo`fMEhWf;CGQ)3^uT+&=!}lof;L&%6 zxL+_<`$qg=IEmp46Qe&D^kDzLAqYkc>v7c2;OAQ&&AxdM<`d*+@SB0L9d}xTzefHO z2Klwae7@RiwR!W5-W`EosK0wx)z^EL_X7T7`+M(2%QpqW``0wSkmbvJPl=G=_7Sr7 z{OM-Kh7^};Z!uuLe8FMRTrABldNJYO3g z5N>hOSM-0)I3E(`{x>|X(0jtEGa!HJFYoYV`65lQ7wV7jDApfh;0KO>zoF&%l-?KN zJQA)C2}68=`o+rW|49Vq8;2-6a>t0zEjsNHgPSVMkLW-ckL? z$@3m9&OHbIUsvpp7-svogu&jheTHYz_y_|%INr!NKgYgz5Zz}D#P$$Fe%t_hw~J6wp3jNe}(*sTJmt+m_IoZFR6ai#<_jA z?b^=w@1yqJ{%_}<1)vYu9$|>*uzyy5i1aZk>%oBT!$j}lVtMp`={~X__p4{q_tDqG zmCfYiV0@U5A`JFO^*@&W%-jC~ zAM!QmA7gXeCZugrhxf(G#Qb77Rbn~ftGd2V9;tHr;$jv?4?1MP&kM(uZ&Y5n`7*5c z(H|0q{S%~zFz7eoYR_+za_{i@Dz5(R{GAeOv)ySWn`49)`Qn`AovlAM%gk4y?VyUw6HFYyj~F^5@72hvm~c zOyc%%7|DygM$uY6?a`#prL-phJrX|K`=0ko4`5Axo-R`R$g#0{lyl_$F zpxg~`-VXOC33K~7+UbqNf-Bv4{_|*fio)di&LD53hcKV-k6y8C(l}tv{lPK0?H|{j z>CgFd%-K6Qt7|soYmk4(s?Cp?Pq_v0AkHVp`<#E2?e!Dd$N1#9?XK!?*XlrjY{c>= z4El=w6NY?TI}GuAJIvSTC$bmq8Dp~(=s|g(cwl?9)1>u~pThZrFkinBhW~GFSD*9$ z#IuiU?Tx*Z;v_MCV>pK53&Nm3=&w)4^tyLm|2nLX(Vr9M{vu)Ei3`_uPvh+;Sh}1m zRJ#iN#QpIEH;d?r?=JB32?Meke4Sp*E~DCW(VAd zLw+V*J-)QcU@iQg0oG3v^tk-s-ASMy`#amcgZ7%E;V@rdIbkmEvtv|Z-hS1C{14hE z!)*RI>+i5J(J=w&#rf)NVdmX;Egj%{!gT}gADSq^-V+lfchWy+;*+Dw&KD-{So|UG zO(~2Y=}pcJnO?164ez%jKhGIz___303-bZW?_83Vt4`$?SU>a@%bzghH&7m|Jelm1 zFvK(1KEun1K89I-=-kUW5975BU_Qfq1!3ra81{$dV6T{;rE++W3+;tr57HmP@SZcq z|ExVpk}oSyAbVitrx|@j4?F)u<>3ENUaUUdXB4CuSWalk>(BQ?QXC7M+%j(g#`upg z@DKel!^y-y!r(8FUktPSIbpC5lt;>q%`2{1cL4iDd8hnUP7l`X3;KZim6};{tJnGM zKrgn(FuPxpCY$voY)mWnziF0NWPYe?!TB_-pBCoUxLWoNw2%Fr?_3?!G~9{(UxDEK zpg)%n%oy;$a??fkyX}?W_Iy6DDf#VA(fbl;&x9dgjQUI%{4x3?R?f~B5C;E^{a@%b zY~-J#nvg#x-1FRD7khP>pAn}^G+f)GS|k%k`jDQSIBDU%b1;7(|I-UT{J5Q74*m$| zmyE7b7vq-?g8DfBXXHC8Db8LG{t4$7!Z03eKjYRKC9h^@?$0txIzHa=ZXx79P#-d$ z{OSDK$Px4r$CH_{>FKn4bs$faH(^+R;Cx0{t(ExA@Hdht`=0KD3JCLjV&?VG`}=k_ z0{^l9i)LNwLXzAeULgEnmd>51-`qc3L=5_a_Dz__V}$?L-gCvHOXO{#KI+3I>5ay6 z%aeg0?J(Fk^7GQzNfW=^=)&$}3N9U=l9^lZfcv|w|Eex}1qT5=NFT#2|DJVZYUuUL z8BibXHS5~K*%lrApg!_HtFVvN+u0V}KW3{gkWYxwgZU8oO&IRKVf)$Jf8^}wtqS$= z`y9O?k3u9v*!w_&9Md(O4k`BJ@n24c{|}wf<$Qg_Fym*=C6nuuja9%uA^-A}e5CHU ziq;osZ+V@{9=Zjf${qKB%qUo+?9awK5{S3b( z{^oy7TCG3%CFIx8-Wg`+Kd+2frIF?*#olKTT#0gsbGS4B;!C9W%F)f} za&3x+NjGzDuU7}8z0p~`9{7*_U%mFc@4ndsK>moYjjK;el`iJ?aBb>K?b9(1d_KIk zEWPoS#WJ_ z>#^)#JfB!l)Mwb!lcMzvegD|$zcA^ID!L^9g7@*4>f~3dEu-?nsE^7KsXCnA!UtBb zi?cl8ybIocVwmkm7e13-Id1TK$@vo?VW#_9hBj7v@%Dd=BXouZ>dc*n* z>ACT2*QVTGMf`m2&CaJ+Il4{-dqn%VS$U!H{qB1pf5f+B@|sp$RtJBJ>-k$f{KF=W z65YQq^~&H{@c_X9q@0MZzRn9w{Z7hpMwFS{WtV~w_l!^@Sj2{8|?cl7fs!7wW@rST`J~p31M$KPh3(O zY$Buk4(`)oe|KigiJY=U0r+Jgu1^@wb0Pmrjr^b98eYx!D+xn9isLQadE`uxT@_$m z@%Mzm|02DmFN$K$8@Y3PzpHR4IUzR#@;^8}!mwUO{4_40dSqwA#y{nnOHh)Sb zUr*ef`eehAIUis=IKI1wU5o;58}t3LyHUDI)pc*6f1IxvrvD!l+}j=F6#@5k9f=;o zF#n-HVCC%o1H<&*mEd0SossJXj0Sr``@e7UqcHrV=zJZXPazEJIrLA2W$Arh0b%fO z$lv=Hee|Q|3t;_WBIfV?8_p(;sa@3C$X*D8ed2h_^i(qBRv3f6VgH2rd_aNisGQLbGv@xH7!=o8vs`N2;fnGUC6J&off z4CBZC3B!2t`vf>+x=&Y4a$49`o7QcUBdb?IB-_{Cie* zKzoGLWIkU$YaA7rwpcX(%@gZ4Vc<`ne=*1p`9zFgd;scCrNgiYt#PX0FVG)U&b<{jb3qgE8|ke)vfy!( z&kw~O)E{B+@2Ee7L0^#nmBLXK!>$bE`c_$Lw|jc?Cd26%G1|>wm(KAHw#lETW?f3^k!W z& zQh%?^^ke~M^4C@>0@6~Vpi#=Dk^ZBR7>e7pT zS{=atP`)+WWE=xOm_dAj{3Xo&W9=j(ujJ0FWSvMpgrR?|U+b_#J>Z2TkN;~EWLiI! zKa%Sxc}Oge*ILSP`nPt32p)=A!}v-mBnk5PWF4^`U#R$9Wx!!Xmg*T;-!mvLs==81KE+nUi_v(J6RsoXW#S zpY5CMtQbcA;(h)q1I=OmIDbFXzK^w-5e@rg$e)iYDL0;8eGTz5e*ba1Wc`$yf#6?J zKRza!PC0*E7REP4JYK?}uc*(2VSYjVsT*7Uq~t;X%+QQoAaBj zLZQ8W;`ToE9{aaM@)YE|vHwqFyjHeFe}Qt8FJZ7p^nagaH!Rz-rB!Jj#S5R^#(SAv z?g{Hvr1$gw`_ghBMf;=J9$~OQ!iQ^aR2dq`r4WBVe=D2t<827oGmhtreQIy1o-KTS zAPn(2e*Yz^@QCFG0q`H``BD)i5wHH6`-3m7)8;y*gur}^`5nU2IwUWKyOF-I`t<)a zg8Dvws^M{Y{QOz{kou(t%kKgIke~HK6+?#kivAA;`>%KNu4=8`az#sg+;pa51%*kaiKAe9Vr~c|O^o8jDHuASILic#=>yZlI zh+mCQ^d9_KC%TV<^brR6p*}ah`4LdlI0n{F)E;86C!~*+v+uw5Uc0tn`fl)FSpId4 za7UViKhz%})|an;uJsw(OLQLr$Nz1$-_Iv~&MMh596BZ6SiTGJ2kob6kKV5vmzse7 z!Q$^3X8EqB?5OJ4w0m&>4CBM5hu0NuJV=B6Km)9g81Da~el!Q@-L|>&3;2uq!RGr; zJJTDaA%BDSvs(1B?;lgy%=NM5uBjl|NfqoL<86lLl718B@f=~Ezy0plCC}~KR(Ssu z`SE>gmvxQ~sS3<~zeinvczNSn@W0spPbt5Sv-`{h`$YN)!+U6WUY9V)3+2hm%ZMKK zJ&U&qL%t2=+p6u-u)tp(^aJg))gmY$-L)rQ546r!^Eh>=lfnm*M{98GGMg?n;9pQ4 zzY>Zb&Wzm-^Bc`>iH-Eu-iL(2wo?PIXg{()i8qul(uY8ZGHM z8RiS5@6U*)$iovu_&~8fsxr4tRU%NBB9w;`mRjz+bIDWb5VZTqiiSi{lJ~_8P z4H1jgK|jR)UC3}ED__5TfW+-+SkH*(3!xlgiZ_IEVGA=yAJ1a(i%{;yr6N!%`2NuO6)=CGyyQ3a`Wl=kx-TH!pB55k_9c{m_&D40Y&7J1kUxZ3zDTGb z8Qr_v?^tH9LItA>2EC=WLI2pF!n;e^)duI_|B(oP`E(|8=xfNo;P@2~1AT}UdmnN= zm=OsW=~Ep3t;fjna)__R^Se-Sk&1h#b&-I@>p7ufRZy16g6_~i>OWzyANn54!QPPn zO8e)|{8T79?}Gd!4C4{cFG5!CL-Z;ow){;w_(5(8?mq|_UQPT}J~d-mV#rDGk7EBP zRK9v{&p$!C)u;bk6DpVZ|Io}|#^wW|N=D#`oQN!ze_$B; zL;F?vZvScgPhS>)3RU;i94VBOhIkX@Pnez06{@BWmR>Iv$mOqg-{b1w)3sb)>NB@h zWY>xEyT~u~!!FzZs_g{&QGSHMzhM8YoZhz=svn7L{<~xw*dNN1FvK_X{ROL|^JZLu z{^3I#xPbcRn4)@)bgcnY=qmC)~9Ru!8#7KVgWc@%v732g5F8T!a2` zJPeu={X1chw|M;|WOyL?Z^CT;WaXf*=NYJT8T6fSN#MEH4ST_#Apg5mwpv>KJjwE7!meXJKJB%C zG+>lR*V*IerEC`c-=mdyJcPkti2pBANEqaY^mX+$>He<62Ch$C&-b+HS$G=aLF}I} z#G8n_4GvipUeg2oD}LW?nt5GKlmwjr#Qq5@&mwsc2KwoHs-H>x@3zSMO18S_ek7IO zEq!6$#|`Mg_BFJBMpuRVgMQ)oHF}qS_wTon<;#T{P8ZI8ExN$gn?eouy}R}1So85{ zEIV=Vh=k}p81xr}S^iI`QFLE_P*o9}KS6yV4DTtR|I)Y_)MeXpX%_zpHQru5e%jg- z=35&ve;K|_^F3j<9%A(&UZL^O_mmG4YBXjo|LJxc_>KBYn7tVVqPs@n7pkeYW?@jqv|Q^gUsEpHrxHC$eJDm;|5)$D`fjhL?ikYw$nq@c+vD z9($g*)|$n)LhS)=7f-$~hWr}UpHw-+V~_{#@~hU3u=v->nuAbJnn zR?Kh0Fn*j52!sDX`(x#FUq`6DzoTLK!7`R_5bDU;c6!jYN_G)`H(-s`g*6@_7$4xK|Fx|LGQ)WH)~=<=Yz0Zf761k+j?(j z`EQ~Af#^SJyQhHvLwOK}c&;4=eMJ3Z<#Zl^eGmCNyYQI zFdra2h8KTccgvouc#QaGSds8|>Dj69{wVUNkAh0*b(>qUW{I@vOd0ZJ=~9{a>TIyLwOF6S?zLVTM@UH0fTQ1v^aAV z>;c;+4ChDid%}GE%dj`ihXZP=KYi0w*UNFC+KN)oL*9rCg zP7p6r{gfQJxW|v#{a@jr+nWlnkFn?cA`I&ll&7(drmE?HX0Ct6z3&GK+WG;%u|4Cy z>mRHeo(KLM<8Q*SK1TT)$E!7lKMq!*|0fU{r+l4iHZy|HSH>Ste^&ia1^ru#PHZNO@`l{wYbZ2_8y$E4>Kg!SKyX(29_WXT0;oz~a=DD?Qw~wpnMH0ccl50FvK&|KYkDMe>=?m7uA=P{eR{3o`I0cAwQ4t z-q0^<&H8nl03$z5JJ#+BO<2$F4+u@SUwx+kTL%0a%F{GgZBT*cSkPC(#d^ABvI8JL zgZ5{N7~)UFX19(?Onmef^b6@7K49RWIf4Lg-^0g!nOe5>5%??ghr`|TCUl(q8S3MF zGCaZY`TmHJ@@%~@V$8RsZzjHcJuqVG+=ek8+CUH1A2Iit#-YtxZ2v|$Vxw?<+21(u z-`M|%o4>;T?hoVsdc^Y&KwnUPgyH@Hj&J0&73X~qo51_$*#1bbz){g%(!n2N zdm{t;-t{a}2K_+$VVLd<2}gD4@%2hWvvfGsAN6Wpm2yxaxI!4 zE|pgP-_<^oJjV1NeSCn756ovMud(hwV!T(30DZ%J2x0K=7=IB4e}?+Y%KxMB5$5yt z*pr|Bi#sIA$3He_rsB?zb6~zl{U*%wm8_ht_snNaX-e8W1N;H{FT(7;fRHekmwC92 zv5g=V)_cfL^IPv1_84{s;sLaG!kj5C(n3_Q$PSo8*`D6!M3t-we-X z_|T^4&}BjJz9Ra=aaoTgRF|1TyoB_ReG%4t7JXmNCOX2ZHl@aL$n7FQpQ+1KR5 z=R1q*$Lt?Y$%6G0>fa<8+4C3lC-eDd(u$!SdwHaTy&*p=_iV4ZQTdtAw+yp9IQVXXr&KbI2Frc&+X_RPS3k8T1?F zW%apj+o8EBd_7@3G-z;~SDpf$=M!3Aa~bkIO7vb3(odMrSJncHmWFGh{|nO-^NTR} zOU#!LhV`@f{I8HO_+#;TD~7>eqdl?m+ay2hyUjfeI?96nreXVp9VL$Zi$Ood`=>%y zKSDzH-*V7b%=c3{=qu*mS^YU|eAqtsUsTS{e+eg_4_$cA^a6|*`9~PyQ^Ym{4SH#; zSO@Y({k54eYU`*v(RmD%hs}(X4;6Zgz`hK`^brPoz<9%E>FO0R<<^qYG=3Yu6XEZY zz2N`Qusz!e8~jJg=YhXKeIX3|qjHDPA-m}+lhu1f${DSo& z?FP~N-6$XXlAv?-n=Zn73g?UI>WKkW&3E|vZF*Soy5yd7dHd5(&P%8$O62RK>CYFK z8GRSMKacGbhIkCypI$TO$Mze`mC|Xyi7@aR?T0YfEBX_{z%S&dLr>2G&-;t=JE#wY zA^t-9V3_%5!fby|$ja$FxzJ&v&Bw5>`$6B3e-0k~F8LLb_2ClqZz; z!}^FpA5i|zp~|OrDr^{+{g13&UF#{Q-{ZM|L-zQ zb?r;<=X`&_#Y1IFuf^%?{-@BzC$#D6SZ|*HbxE9CKIT(z9zVJ?Dm<>uT>|Sl9N*mG zKRv$=`3>X6@ezjj809y&X0zHKr*xnf>(4u$zB1vV==~J*Cxl@=f#1&`{nBU6miv7D zNSLo5=jWRYzBAEUn(ns?=T~dS4@$7)`4YlFKl0agQq8LA5*L7UKC*GWB09eOS`(UkvNB#DB5W9ElzOV#vqN`4ec^=C57`B@UrQM53F#pW^9kCE``f*`vXLu*9_sJY5yx4LfB5=+k?As@i$Nbj zpV1#I?l@3?V9^=C*dAfwD-9J6eBx^#8{&KjHTt7rZX@=xPV&fzjR=_9XlE`1B}FbD6Xpy%!<$Trh6>yyGu< z{=oCwv+s}mkAlC)`D%&B{PfpfzCu11{UO7rsJ|u8-G|vu7QJ6NTdYrnfgX#0G31YN z|B01nlD;f?yY@lCu<;PzqW&yt*4Qa|sW-&K$iF2mrHeLf5S^dL@h=@>KiDz55cCtr zM;PKktk25n{)uquq^%=w*K32nMgO+Uag$8^#c@2IUAB5eP4|`goZri;n_u*uWTVLP zHOrbls*Fsz#Qhn=bl*bgW!0(@wMYl@d)U8M{`wOmj<>*gG2SK2;|H&YiQ}F-EeH9b zzIZj&IKEux2;)Qg7^d?yLhq$h9?#Qt<@9;4n_xe(tH|HudY3TB5B()!9?yF3v^w$r zvgkd1q|ZCMe)am#_jtVOozvA|+9y%I4(aicRD0nlu?qI1Q2%{~_CH?f?+N;X^6^>L z*s)MMi?5#uga2w*4)Ub$u|A)Fs6Jmm`Wzi|GjL-G^pEuU2pV>*D&5ZIy*%RfDG6)Q z`C5#RmS0^PQXRKK)sW(e|2prUUs}F``?nPmmtBhP^n?2{s4u<->q-wO*#SQ={wK`y zMZR$-hh-!T0)LI;_s#Fpzx$UNa^-~mI_w!d|ED~cuiw|?iplX(5Rc<{{rh%~y_vBS z#)tCrw=TY)d-<*cvpGsD73;e~f8F{0zg+nG--_w?<`^_b!Fo8(R~Xaz!lIRu zX0NtP9S7%!u{|sAMCwi|To3CBnBU4qCz(B|lexWw1g7-*TIUD*uNbcqgMQ)jA(72L zI%&IedkVSiGrrrSE)XA~K7>?vNmw@UltK!X7b>xTamg`L&?ig}wd{PRZ@fA9AIv{= zO>DM6IuP!gK=~7cK4E#GMV-zX)sF;y)fLN+n9s*TAHU7p7$N#T5%XW=Q2VTIO9AKu z#utp)e$whOG2;^)!oeTnc(M9%^FXu9E&Tn}P1CpLsfEDz5U9^#UTJQTCoJVsseWNi zj>%sJY*d&@^I67hybt>_tG1K27Stc*y{1a~s^6TmT%Xr`=<)Pi^JG4Mj?nCSvfBj{ zc0W>4#My+5ZK~7xep+Pz-#Z$9%u%{X?PJXLqa)3KbdK#9#Pg4|s&W3Fn5&pc^^IKP z|8liO8{hAVyxDhi{?i}uJj#2mM8=uj6FlJl7PP0eD&JBaZ2s53Yqf&+PtQLE{%D$5 z{=|Gf!qKh$~`;sDJ7$4C;5QDw8WANvwKa|eb&!cv( zRH*3~0MDa7MEy=v8Kd8g>t}S3_1{~<>o7i|JfnkE0yd?+1%K0ydHfz7Ji^zxq!7k; z)W7I&=H0EI^yceP>nsl}9hPzn&hPdY%bOVDUmQ<~!5-0{txKB~v*4Z`-_KolG}0}wk@O1ZiMgOaQ;UuL-#2ZvGf`Ad~DaM&aYBJK)x8?6U!CTc{9chwBOG7 zHMK8xo#dcDf2TtKVmw9+`JsGc-`e*{O$>tZ0sSdswq8KY_aBM*cpEn*aI^QpD0W{) z5i$60?C&`5osZ|ai~jGHIMwUS*9CR(KFUAtY3q``iiUiAB!>Fn^BV$fCj@PE2Yo^P zA_o6O>3jD{-K-1a^4}mB6-& zGeDjwKVpaP%RUIoI!1w2gVLZkBw%P9#Oso~% zztvCd-?q)Jde~*lY50E&djHXOwE>I%cm8kj=v^&w{Gqjsuy__A6ml*a=*$KIdzaQz^#7hKOE=JUOsG1-#U zhlYXtus?~peeFu=vhdn~cvvq&c@gvdxLx^Q7ygkE{hu4wXSYVeU+Go%xxVjyaZ*zA zQ#p*MXkSSSWMefeMCZ%;iu;3Dem=dQ6tH;e&UxjqA4|`lo$&R(i#_xQ$|LFa#d{xY ze}X;ZcuNfO#qpIflMj17jpdK;!+3!C?a@eFn7rf-=qI+H7~&V~pS=q2*0q&CI36!#)Y=FmnWH({~2Bd`iu1?=Kd$y zW!8r+=`VTwmb@(D)0N5w&_~L@=*asz^?I0(VEa-mf_9D_Y5@KQ^@}k(|Bx~|^-`Ug zE!Z2Lwbcs#fdW>;VSgzc4-3 zd(21e(jAaL>PKo`wRv<8Q9Ot9Lt=;rFkU5w`##WLvvj(DuZX38_<#8wqy9;K^>%{p z`duJDZ2w_*xoyGD^5E}LpAP#y9lpywANDgSJ#=*V2Y+AaAMC%w7yXBNT~P&jWBL&z zWu^7{c5uEO<$I)j;QEu#QdITn`D0_FHXQCah5dh0(Xs#hig)@CXaC<(bZpk2;32ot z_<6l!t=}JZa8CvKV0mfIdY$Vh?T7Ue%s(yYw(4N>a*zkcGmJB+|A;|;sDH#B5MV!!13)-(&lT`Fa>J=nLxO@#0-`e46XPAL98< zV$ff-2gYpvfBe1dROye~L4Pp+6E_DQH=JVy>jNl%VrV~(Hz!r%4U6hJ^ZZVZNSW!l zSrnfR6x#8lI+ zi1IvDcHjJTPYYlJaeavS_(cr;iO-+DCb40k_fwD;am&w^2P5Z0d1zl}G-5S2mX84c zi}gR_=Bqud)P~2)XS`yCTT+a{pJV-q*?l}k89jCTdt6J0*{YMcKExm|!*)#nXTqOn z>*@47Z$EpVop;EX&=6ky<|DKh`y(Uxw|nN59Eex3|1t`*_I63=2J5Gop1DFpx6im;<5=p;QJo5m#lNo6C&zI z@%+vXyP7@Y`EBSgEbr{=;%h}yRKcI3e9tL|UzgqK3G16!-*c@WO3$p*2K&bRvQ5H5 zcDl?~y+Zyd`?}(Q(@#YA_o6*#Kkw%AIJE-giTP*0O6Wc?`7pE}{aa3@(Xd$ARQ7#u z5#z1&JY%+Bk@Mj~YJ*JxoM*)PoFC_}YUmQo{oVN)$9}jKKZ5uI%RgUuDp~4zG59;Q zKVld^us-Koghp$3_=9{^*xn19r)!@-sS4lM;QAe7 z`hTDzVjllpNZe!4cxoSfPl@u(?cq8$qqo1jGL@g(Z|GRNwhG7(^JmP~cXQp`)o%>f z2Y-j{$(?)Q&T@+cuFtuf^*24p7|-`xb8Cx7IXAk)`7gBB+&6`1C4TJ#dEod%4E_)O z7cu{yF|U8|`5tAd(0-K9B}>W&zOCWaH(ijW28+Nh@Wx3OU&mp zml{3QJUljlexknS56PN7uul~94?a)KpU+SD9d>HX5b(!1{u0CYH0>Dd7vqJ?-HT1u z^HNGBwb&JwCg%xw*K2NOw)w=$R z`)G;&{~hg{Sc!eFdG&M9_2!2$U?2GWwQe5@gwpr zE4HU#WusyE>m|^?7=IQ#SnXZ(A&AdcuTKe&ia#y-zeFtm`US6Dn{`F|HQ3*UGL{Dx zS+9iquh2gc!}%UcA2qAyLT}M|NDr|*3yJ6A_wGfE*?g#Q+LZ$pDc3JMY4AME)h)IOHZ#vjIPedCVh#Pi1f=M-O&eDBV&xmUMBbRV&axIT>8{^H%lyD3k) z9|e2I@&E1_(_S`~(;=Qg`7_pG`C&SbhbSH96KEfI&&{*=douz6`{VANzinRc5+Hs? zc@`OI$LHpL1^vVRFB+gE^~g^2|CFeoMX@29os3+dzbGA<-H%pObZ6$}$%g|WenBJ-KbB9-o3&T`SN4>4!L5|SD~|wb)RecppRG|VR*#pcN0b98`fWVs#kIUTrX%3 zj(5VQMRIeLMdLZzFERKh)c6τgI*UGKk7R%j3>mt#+zlFhC+GR zpN~r%wIbiVgLIVV;~%l6H36^X+Nl4ZD0_6jx5gR1N5S#?$&D+kLPMKC|8RUKhWcTC zPj0yec0HvJ{tx9})_>QiV-lTtyjM2R_0tYNWxn5DHhxWJ<*QY2Uoq-q*^Kwc4$IyJ z{X+jyw%&Bm1oN(ZynL!~RDI{?Vs^iA(bFr_@4RZUgZs@ou_;j zr7&$$k*K{oVt+&o@Y`Kvvm@6S*k&j(A_ zbu>Q#`i1@bLPagIZIc7Y6YcXwVckCIqxX6LRdiS|Vf?jZkQbIu%>6+{;-=7`N|Alw z`xW&$WBP4d59K4jOfCx9-<${j3+wapY>fRlf#`cKtk28q;}$4YzJ+)NCOS6w<2SX&^v4;;%U=HI_mwW-?7I~NM^4*K8MQYFKSR_&K7 zq4vEtAD`Kz9|Y-G{%bdZuX*%gzFzx!>&**tvw!pP`1OUw>2;H0d3nTqJ?M3z_V%5t z!ua|qF&`gZf9gMbqU$MszTx#3%iUK$zK8FPvHWWLh?#x$=E-YP`)bBHXPR3D%5%2}hdS55`C-%t#-=P?vr;K( za2Ve&c%wCG%-FIq%H|}$H=|E{T>0rgUf!D-vbwQXF7WvwF`S>r_Plwz=t;mMOWt2~ z(b*r{)=rfXQ2py_qYnty%1N>FKlSn*o#oS1rM0NMw;k_KY0O)}^^utC!&|%Tilf_( zfxck--uh2mm@k+N{s`@lu{PNYG5Cvi&-3%ZZ{M#q+k0a&NBlx;Qla7Z!nQOyu{v? z+keCG=ig@U6GHv)`G)-`ZO2SF2k{L)-#BsnrmBM5ppWR^8hzd^T6RGP#zXv`oH6^p zo*33cP`?^)dOTj4Sj^YInq;r&^>7n{Kg05xMjXm)8FU543!D!&`Nlgv@6j3VJ3{?v zIy6DJb5tbcH%sg9QCkA~)e?!c_cW99@{2FC64D12r z(=z1HgFEZ}Vg7~tsV(jm1zXPrLH<}?OWkToowb*_zi#<4@zZ912R?p%>hAS*_V+v7 zAAK6s-1uYX|L*4?mU>3{eG+!f?e1j-_J;cV*>dr|FU>D`dp?h^3h6)VIIMqC`c#ic z_oYmwG)R7*i>{Z?y10x2N^` zwF7TD4ut(o%)hnxQQE`uX)u0Z|1u6Dd;Q|Qsl`SAB=j%JV` zcQxNH{PNi$W8f_x=s%P%F_+)hjZ^y;^r->)q5giop<(B1k`C)VSYKi|PlNA&ZCIIG z-2EMlpIG0ojm{FPAI5{ck-yEGrM7+ki2l|2jnV9c)5%YNWr?mgy&@DFH-hVDL4e!`| z6WW94*@>lYkv;v~*1e~%XGiWoiMc)g+!J=w@#|)O{`2QK;Y71F%^-j5A7aG-@?UNJ zG*T;^VqyM*@@h-8dfZgH1^y2O{o5~#^&xw9JIg1Kyne-w8hCPr=sYsE_t(~NJrAW` zu-|~~{oU!F`^F3DswR@V#quGB=TH30(7%5FGWf&3|1zAHz<8V9hw%yLBaC&ZzZuhg zxJAU!AJ`sZKA!##?w%jA{tU<;+xJIZu8X~v1o#s@arwmH|J(Bv@_+1k_I=GCzXwZ_ ztXD$*sDFRLKHTfyn69Ej`uQh5D)eQ=6&~OJIbs*_@mVO0AEF{%)j5UX0oNRUomlDIxV*NA;yRpX5yUFEWPy z7MCxOEH=$=XuARJ7yBQ^Y=4k3$fN!9{=`y!Iy?Q8eFpwotlt7+kheI#W(@OjalFbH z^iM2bfz;rvFJm7+hWEw#E0B7b^Ci(~2h9JmJZTr%)uXKV_l5%L=xC!&Hh18BCcZCS zb8q-XyDnglSbv$Nr-KZt-a~vZ?hk>?n&Wrh*=fDtY0zG=yalq;AI&{v zc!KShGlu@e@@4&pEj%_?z|IQ`WaD0hyw&^2=8po|1fvsm%S87Xi07LE*-HygUz#%s z)}zGpJI?fdnn3p3j$eC5iPnF`>nV)k`v{a5rGvd;`Ep@x)w#*3P(I3sF|AJtq%mNAy60- z)cW#+8|+`AJcwbwkNu?({bHI$uIT&V>0>bWIEJ2tmjxZJ_wY? zUb;UwXcX5UrPUI4(>;1YypQr=O!FZDF|&7p(ypkU-3N6CeHZ&v#<0GR@?h!yq_0Xf z)?sry)j@w@`;^}LI8Q!)QtAoSpBVfDzOP(qCplu{2^KF1RJOMmG(30X{iCvL!@AFQ zB74R5soZ_)csybQ`q$a z_Kz@swM8fYN*+{X=Nkm-(k-=tiTThTL$N*(vv`H2v-zYzz3cg~^FNkz{ZgN|QMbRN z49vI0^FIMGtWTr-)a^YMBD^$NF`cR%sISup^6)1s&Ec zmFzp|mrQqRPlvoyT_e0_sMIK|7T1??qh#K{4Ep8tFN41v+>T9fd=}9Aupf{9hZx$6 z`oMTTwTG2Q-^&X$OvZiCel!^5kIxfx``0*KvDia1i2HM5nEzmVHF8?JeTi-Y`@sIw z$P15Hb@>pS_e1$P8Rw`X+k`yAwj^3yyJ zePQV4?<}4abTSCI(zs$cx2H~P4~K?nh`sw%VBw#FHm~?`orm(4&2{pm1*}n**69HAD{0maohDp%?kE? zjG%MO*+=!>qVLPFKAksgR9*P3f!lZItIMUDca-z~>0Fy5y-VpL_(!zg&Y!BTPIw^t z|041Ft)R=yW9kETi~1AG>#8`)_0V+qzt^7k#quXs?bB&vJ2p`juU`r%UFERKiGR~o zPAd8Q%c>djXa8lD8rd=JxKUQT{>AcBoiDYkUAiyKsNl!a)%+y0{$-HowRUWX`@8IU z_+CNh-*nY9+~4Kt^?2U{V~8ik^Gn8{FQ{+SUbRKk-(BaPNv!%&&*m$Ft~H(`BkgO! zzo32*tI_!%LAM_FADpd?R@zJQ?pA32w(BfM@Q-Lu-D)3d#5snr`>zDu_nX^9m0802 z3yyEye;;_48W+mWhX{K7H`1`v;0xf7u)f3)uPBP!+hh9N1-;g5;Sit6X+G z`#wjYoqNJ@NtPSfAI5Wx=aPOCgS}z>h++OlTTBhw}>od)|=b#hAX|V(HwTdLK7hyLyfythbyV*fF2l&}!jj~M(v>I*T< zAF;iRX?`vshWQ`*50*~*`2yXZ$G&*3Fb8`^|49t`g8qq^kC%*T|4^ViDdvXHAvw@z z^q<5KU!%X#ZTY+K$_-1XFY&jdKiuT^L%f0Q*XtwMQ@SRb`xCtbn}!Rf4C3RZ-ebYR z5zm~t|ItsGbs+uGFdnZmru)VO`i)LKHSI=&ePDcQAS1cOY-T<9Yw>!UfEe0?{){pG zpAbuj`eOUp`%In&_b&UF@5={!$M*Cc;5NWzXadadu|0kFUiM5~WCG(m_IKX`m9i3t zC(vH>e|_JihBujaQD*a{ei|*#wl4$WdqjM`-^?ec`Y#jx-xKEFFXM3V-jwZ%@r)nG zWdDwt2j>m2ynesa*U8nd;r(SO`&Hikew3s%^|xV%V9S1PJ;6U<{}8kFN`YawuUnFo zS|MISe@P7SG}gy(NOWYu>iaTGpAGMptvvTF2kZ^Y@2_-m#f>66o*yyHmneOcQq32XJNY0s+5;O&fYwKqg7dPhD)FGc*7{tV#JI{(f^I3{Tj2wXzB56P9n>Fj2q3ScmN=3rwVwAISNOzK1~hn>buM z8?oOPo=5vJ$+ivFIJXVjPwBM|23sRM_?aGxOB zzuD4RYaRq8Lw>0LW*cLiuR0Bb_M^PaHvaHdf4h&{+rX0ScS|n>Dzp9``0I^~qk;jS z4-J|+adBQ?7l?;Ze+JD+43(U%3EzWZeuK`BDQ!Bu3g&azKZ9;HL>1oo2>uoIofyhP zf5p=2|HA}~={%HRu+wGdQ-?+0*J1mIn7S<4I7b@Z$Mz9JyoB-};&4lGQbt#3ANtE7 zPVWwCW>tZ|!~PxOxjncfQv>FI^gJ=0hY<{&e)o@Aa;cOJ`G=ui)eYtycEElxzCSd7 zU&Vjw6WI5}0&}S++HWsegTKRcbIa#G@>cUD z%+BdDlM5lfrThfrCky@?4f>7qe{*CwKZWu(|NGc;b(b~-eG%*`TU8Pt;Y*2 zcGwpF32)@+H|I2NR5xTiBpn!N30%j2vS+@}1;nc0Y~4a^sW-yY<4r z-(vowWQ{ZW7)5ja9~J5?GdEnco{aJ*=J60Q_qQya?*9;s3it5tkiDGyXR97}PEYsP z4Ei@&EDvJvHxvJ5Xb;XODILy}_xm>;>|MVdPa}J0`E9597ki(+KNS!|e2DQTOMgoC zZWVjFrt$m{@V{vPqi5+C!}cKThv_md!g}C*@B1F?x@xwdojL$j=JvPn?AN1p-Qk`5EPh=^%fqKQW!R7L3kPQ3^g- z1^$Pg|C;Rbd$<|27ukBqU2Vs6XLxR-j#0jA_o>)O{wURV%rq&Fq2b-Q zJuqhelo;0A(Z0qkGIi|awE@mkqP)g@P`1|g&;|X$_KoeaX4I~6`M{_jV*@Q`ZBz7u z`4GmBW1qGjt{y15?*!Xpt8nW5rLA+gK8#ZeauoiM2m8YO7}NJQf^ljZ5h)F$!5%5y zWn!;g9@;Q|i1%X!{wjMhx}C@`*v8QJ&*2hU=e57{%9%?F<|g zYd-IV`6rfVx5uqxcRg{K`_BDu_aHl62@N~FD5Kqy?fA;C1C$pp9%XV+os!HQZ*(0 znUEfvpIbJU&mZh1G@QFFOj3VE?Inis729vG8`AypQ+2Q}%#Rr2S>pf71Uq(H!1#&r ztvxcIuMxBV2N&48PC7VvjOzd1PY-L0j1TAWru}t?-D4$1_sygKA%^=|a6WAR(d0{T z^%Lk%9FHbxsMXj`35WeGOlM5r7YHUz-;-oE;U(mc_A_Z_ZuNr|cR)W-9~h^x_c0yH zNBOgKHs6{Q*(1)_b1di&#$S_a?=5iq=`ZWS-v8DTeGJZDN#OZ^!6an3PXWuDd~AQ+ zP}dG{z6Qz!Dv>rU=ibRg> z;$?9EJL=n%%CMU!eqVz1$S|>e6NA3udM7dH8^)XLdFG$l^Yh3)9p)am{a^GGcAtj8 zVP#|Jw~Y-jf5iO+Vi;dhUs(DS(hp+pFNyj3n?uUqohOe<^Yt}ixGxUn;ZS53_4Cg) zut$^^G58nsAC5sce#a$xfPcdFGj^r^BUbEA`8nqO`Lb}6gW3ohKOC<*7WQ1U0M5Uo zK2P0O=b`&q5!!?0Pkopx)vJ=?VLzrl(|rd5XRSW}(5O?QT5%hx?pY`!ziqUZ9Hx&y%9VgC?we?ko7Gv&YR_Kzj*6aSaKM|)FkvlCxm znMPbi^`BN*@jc`6dGJ@bKjI>BYgkECf9~I1)W+TDU{(c;>(wr{FSQQ8IK{qC5V*wG z*Lz2K!+3)2aXF>XS>^0k@V7Xgx!imycgs@r{WjL07{*(a-+uvTBi88df%;Yxc&7n8ES69%bz~@cJ6w(@4}z_F)^%vV)?{;KbaWTH?aQGy|=tOm}UU- zLVKS6CgkXYHU6-lfc7^->EMY(o%6u>{EUHKakiCBQ2+7b`VqtZw)p;x(;xay{M#S= z4?UlI<=HKxn^+&p@U!dn_m4!(?c&QEZ7c9?X%+EN-gZshXpnN^j#};3_sR{DI`pq8u z_dryCXIQU7`OI!UwRi3Aolqa_f6qR{wVR?~y^#E!=lZ8}Crbsg@4p0|3E3Za)Q*Pp zJovoV#l+6Nz2N?ND$na?O@~h5{QeSw*R%LrONQlvJsFDSMGWx;&fkflKhQrjK1uNh zd!FtKW%=>>Fs1YH&g;{3$5+t?Fh9oj5wq_B1aovp_!aB!zD(BBxp&V7;BznAlr>tAXcx znV*6FKzS~htF$OD(wE!!g1~nfce?D7e?t1PU{`7Mh(6~*KG;7CiX45{&9mYA4GS8Q zN8K88g^z~|)mkT34E?~%U%08`ZoS>#Vf;e>u<*E|T*q70ARn~vg-xY(VMleje_y1t zZ%CT`Q1zA4*Twop4D!J7j+om&V>&M`V9y_>_A;jLQv{15qdr@#Rpj=*=*lvs^nLyy zf7C}}UcW_eUuKU=$magXx978nfaRTF{3{aIj~M)Ub~~O)_QRgvEivlfbXY$c){aX_ zKj?WW`hN=nd!PP4jWO5*%9A}$=cjl&+u!lE8#GR`{*wfq{}T8*Z13w|5zpK2yEO95 z`25kb3&?(b51QwsExZNs2>Ku2(mpy5&L+TpYp8#|&m8BeRQH4ZLhKJ>uxEN6)1iN` zfBi;&y=c){bRGleYs5Uh^s`URe6C{v>tFc3U!dRn@$Uay@9+;WkKY!Qs>JqR7Ec*B z$9H-!uxEUJvD54ue++klJkcK$^YL}@s^O(K^>g8Qtk2>Tdw2aY9RTAM>ht1;5##Pn zt%md8Xn#vKxHiAsA^QFXpI>q+{?Z*Fr`~Ax@bl-@8(qTOr>$B83J$bON1C)ontiO4lrB*SVPsZ|> z*}fQjqV%>}6-%FY>E6^1p{i^@V;M61Ujn_qYHa=`&xgD}m+eh4eefh4<|{ZKV$AkC zmlgQ=dRxC%Y@+rD_7BMDsPPEw8|581dhFZh8_t0I(4Q>tQto1SsJ|kcUoQ9gGBo?k z1Q>tOo`Mv@L+`Ho#pB!HeSPj-xH*r@H~8$e>GDILL41b&M-1mdQNJ0#YR~XK#y6A> z^JC&{LO4$WT~2e)S!Z_%GqI{0&(zY@cIi0X^w z!Fnmmi>0&mHe&Gqs9(YNCAP$7wm^R)uTUAIG_8jU_opicW!P4)$p!mCc@o2Y9@xJt zCYhHyjdbMe!7FCO_`N+fmh1b9d4WC?#;@c3M-2P1RNm{ChkicX2J=xIpF&jcT=7c} zVE=a@2yvY3WV`$#*gM)UV-|lCgTKW3v2-^73W@kR&99pWoEI<@%ReNt$M$9!Ul<>V z*U78&4T_epr}~6^_pG-1^$p@RlwYW6m%+2$YvB6;tS>S22kKwwypZmDN@Tb`t$J-6 zY(A3Te=b;6Upd0n_$=5LzQ1~~_xtjw3EUo5zlc0x-01`O3rr7NRa>B5TnXz#SbkX8 z?%PYdM}mLB{wC)0>#+3vlo!bhVEn~+gz+o#C&Vy+#Q7FWXX|lcZ9WaY+KzlY3zx2$ z`TF+?SRX=p67%_A_}SYZyyFGnZ*|4;WX$|+_|?5qr)T`{Jj@z7cWc|GxnN%?uQmGB z12p?ofxNJNYr+p~43x?NeJK>@$9Na5hZBRg;e44G*6Xo7jG4W%_vwBs0WtV{Y|olq z{`2PK!T(3mem*hyPx1d735cP-s2}Y41ls>$&rc)yvghglt^{l9G(2{i+4A{hL?`ca zJ+=$Ey+z!gqmlJd6c3INx0e{|hyI+UPa*j*X8IWM{CC>UeV?W1`x`+-rPc3q=lmc( zKzoclloeu9nFaMne?ScOit;B0e?`xq-m0(FX9d)co<|1%it>s)8{r>k(7?yD$flL@ zK{+>Iy#mLBwf0gCU948adOhmz+Bgj_chgT0&tZF_1~=ub|Dp`>ES49o81wtu?@;gu z=+B~ujK01l_YJ$BMzF5?9>>^4kGVaqGwA2pW0MlBPon-4gT7<`vvdK~pQW?)@pUor zVdh>!h~IF1kQnNN@dRUb-kF&9SIp|`60O$$qC@g0hVxI@f9p%~ZU4;Q3i+cv*VlTUJux5+ z{DGY~e`2uLLH{!N4_q&2&vzpIC5Ctp?U8XQEAL~EO*u=Ip}$ZcVmr>!y0svR%O`e3 zl3K2cHIH9oEz6r{smOu9L;Z-IxINjt!#F-Z#BS;3b)$9x_-iaLw)Fe^fR|gLe^7s7 zA5UAFGSiO7AF+>1tWuPGATyL_T$ks+ns+XQ{>SHu`T8|6*b|l?H`TlLuu&uU>jPqW z5W{+e_mwUA zr&tU=FAeg<{5G!Y`~K$=DX<@`|E8riUGr>~fc@k85;6PUTfoxUe)y)e>WRhW7cf4fJrGM|vhpw;{2TUPykc4X;h-4MAL8NTOzT`l z=k+oFc)!M@9ZyV=E1~t7gn`={j5qG%<5hx_ymAzgM^95`_W4f9*Nz$tM@7tLVJkk?a4jjCHg;m?5{+>->D_tgEp5$`O zYUc6cuF!G)RQzOMe8Km3D{G&*GvYJ!Pdn!ON0iRv$K7|HHnxr(0s4jQO;Vek?6%~E zYKEk_*j^da{Tu?uCKAK{O^5v*@&7rnbclbkzvy|0Z!o?mhIkU^TSPkTQ9$^B1K zXw47PiTyyn7*7#HG(yi)`V_J^N{8_d<-5mJWo-7w8qmMK;`;4z+I4G@zy{Wfr~k`b zA1NL5AKSmD?T`5`Gi~1Ad!^00g{_KL7)>OR%gY77JWNB!D+ ztM~AX=c{0Thx6mT<)@Cix;k+E*jqiJ%5YS=k}Q?CulH<4eK&LPXPDnU+f|)RHm&C4 z{k~~i8r7=jfWJZe-Ip`2+uwqIP(M5mLk#l8`tSQ`c{21x7#|<@{c8Gl`$$i2kNY$C zZIyTJ#N!QO?r&N8Cu+|D#V1lKc5|V8)IY{-J>|gU!LMr4MDZ5RzYg}&`|kJSE5!T6 z*RG!Hli3I4jpO}6WRM5i4>9b|VEYdi&752sX9e}c_8j~=<(_sD%#V}@i~EmQr3Su0 zfuDd_wGW&y`k`+)w5W$&(n)Z=n4j zo6ya%L2)^(-=n;bU375h@-PkVtHkn;Rd)LB@I4Xaf$cl?x}sCg)pXd8!1Od#Ef@V? zpSk|0sdc!r|G^#bFKGXaS$v(AAl0ANRRpp@e`Jp zZhbePTxAQygD6j8@VD6BbT5~amF7xtzJt=M@9*tq5drZx`r~wDKK>HJd3CgRV#p86 zKW;dlhy7+;4`I(6QoKdX z^_e~Yi|Ti(^unAbhh~Uxus=_=4A`gH*bMbUeK_4|=k;%+H*oto)5%rw{qp0WZ`eM@ zZ2g27{3+&lM!R0=VE+-)L)r7c?eBbayawwhI6h|dj+0Dq?hE#h;}5ay60$F1m@lEd zvF9gKf3xS^+B1w#Sbm0Oa@+yk*ishN9SQ!?6Ba+)wW_PU} z@7MN$^+;@A=J4;v!4@V8?7Ttd7o~a^C0q4BRR1i$iT1+E6p#nXE9xp zS((W}2?kx{f~kI4xq3ziwj03sg8F*4%Z_Ku8&1Id4a++_pyQ$V4YgoT#O6Et8@z3i znnv^Av#TG4ubbS&*Q?J)o@lyv&KdSUQJ>Dn$+w2wGXQ^$_H%CB$axigy7Tp#b8ik? z43n4$^KX<-_Pi^FthH*BY|Rh62tkMUjH)mAI{&|^Ys61Ql5Dq_G_^H z#Qc0@&bn7hIzQ)d|3S?6Z*odT7TZ4ZV)vm6&TEge>yu~=>xWq1^ZI#9jB_@@ea=|F z^TDB;T}y7ldI+|kF`MsS2p{gFE_+BLas5y*@9k4u!9ODX6dwkMZZhvHYphshr^X6M0(VSNMZlP4MVOl8Yq z-rkFK56zw3b0B||-^Cy24-b5P8rp;Qcq!gt+>ps~pl|s8rTbbHp=-(&ng7d|8hP~0 z{dzv%%eVHw<5J}Y^2Yq~gDWrX*3f`>9^cQ;`Ki)f?iU|FiNT*@doTC>VBk2l4)hcE z0~oXKV~HVtrsu6o1BQMN;r4VHnfotdINyc#bJ_iqO{%6D_)BfE{xW9k;l%%|&jX3m zNmsus_9Fjs8JUk)#QZ$wm6@SqN54G?`ibpl>`Cos%^iDA4#d9rjiUm{jy>$z9XNj)<8CAz;B<8xxZ{&uCzII_!9 z(f$X{hpv2b5*An*<@0~S_o3MS8y3%eZ)l6w8~TddLk#u9@`z!4$MKdJ{3pG?XU~seZxZJUAnh)1Lm)4fXc!L<$%hE7^Oo#L1I6tLyD8K)|>5xB_Px-O)pDcg2KYXLScl0lL zBZa*r@0)Tiodkjn;NMXG#NZFmo^STh$sZc32lIDICuaWPrvCBkRvE2){(5tE!RGFN zbK$%!_Sen4y7}sle#81H`eVlIdy`vZwiHIjcH;5itp#hN+M?w7d8Au6mTEYAm2iJY z4El%p-+Cz}SY;=={|4)K>vv$hk^5SZ57z&7Me6wPtK-3cpuC77-bHyaHlhAz&$IoK zJ0lcc+;hu={=)a~EXx0yTC-PTRcL7%G06Bgq~mxiw3E;+kzK~_Hxdv-eKGzahV!w+A^kng zazx*wqdf?Tca#4jhWg`pEIdCg=~_2J*uGe(-AEuDs-X(EsQ!h}EqqekW%CXDxW}!EEh{ z-oNLC(={;D50`4?_p_RnL$I`4XSBNIFy*3F8g=r-#J)q+gHv4<4#oo(BIf zi~8_r!s@1#H6l^9Ljysdu|J7neuCu}>nGWsZF&a& zo_NBNXY;SBLj7?6q8OR?cd>{3k(L}&D4+889=EaEkk8zI6%+5H{wxk!wC47DS8iX$ z5kFM3PG9E!gBbJ=`@cA*K3o56SD3#MSI3`g4UL5Q;QXLO+A?(BEn|gllwP9Y9_=n!OCn0%-hJE)^b6ZtYUDIF{X7e0_+IG5^PjM&+R+3_)I~uf%Yk z73D_^_Dau}d8RIWbr;5Gtp5`SL94=%+0cG`zHIQ#72nc!gTFv~FT1yITjnoM@czh8 z@A#Y7RXhTJf$c3*HAeXL~%7<{eqd2J zat+YG*#3$>H?G<5cqq@l&#S0$zMLMU2>UbGzKXv|F-FGAxqM#^J!Lmp@Pzj-G5tM!{KhubH?{0Qq`J?7ILz1b6CJVJR?`#oy;vRG1buH-&(dx_;9Q~b@C z{$Ev4eblS}fJV`L9OtLiwTvTQ2q~x?ejS)x*w7Fr{4*cjl&^6#raw_ zGM`V@1b6sidp!*71@j|@{=)ZbLha}5I}pe2(-YKeH9dBJoCb_vs87WFd)wOZjc*oe z9f0{9+B-4CTf|u()t1yLD>J75R}v6IJc9DAS1wF^{Bl05m!UlCr^wCr8{!Y^ zQ#f7|^LV#@bHFTP6DNMYsQ#5>T)^KU5Rafge>-HZ{*y-0_XwE(TU*IVx?f(i`-KH> zGbVk#*C6`;Ej(XM4E`PUpQY3Paj@qh-lzPUw%jXqPXztK^Hpzu42%yO?#$nRH+=5U zWkWA0Mw30f^LUv((4m(1&pS`wVO=A zemA~6P!#>a5Bvkpzlq_#W9*N{pH3OMDW>3m@cs9)ataeKNPs=ydM`2e&+j+8l%VNa3 zTA!p@nh-Bh`u3u{sY`~z{wwjz*?w7>MG)_xd_T@wz1Min19%_PKMDtRS)*GI@g3R^ zF~lp_-j8MW3cd~k=pQ`aLJaak|40n&L;YmWv+vi~^Q=BCc9s)a zkRSFpF_-V>gd48M-;99uJgooc0*&XB?ziyqy>(op_V)!Y;9v3m)~Od8`qUYL{t<_N zQ%TpchIH)jR%AYYe;MPwY}ZI_h4&Zc>N zZ(_(F{o&W=r`;-IM|1o8w!-uJK-X5-4;mnTo*42+ePzu2`M1<1!-R2W2i7kT{r@<&@B6NS1M6H@Kz?WsKWsZWEAN`k_2cKg7as=M*@1naKK%SP z?VHvFIR8uUw`nDQFFmdf`*CQm#87{Ho|w;%+SV3UZ3z7a`bz256FtA*jsbl}d9=NK zZZ2=;1p8wsueQdpKKi59a{u(p{@9YXzw_a~DeRA5>$V$PY4_vf@2}lw4sJ^M1o1Jp z?^oW&SBfE{6_aTG%J@9x|LdMb$Vx-e{ba^s`4YqY2KQ%KI{Q9~u{-tmulhkZZfDNo z^8Wp`wp)iAN5Ma0`G2%8SI+FUfS+d|R{KTz{-^TFLXG9)pg&Mw{?09^7oM(yctO11 zE0pk={Il}HFm@hRC=qBqPPv5`#XB`IlinCH7}R z>4A2x`-){GS=tPsYN)YoK)@ z?DvTEM=0YtAoA8i52%k=e}ys&ow^3*iT;1UQd}Qm@c-iRhNtJ?eF2O?U&Q{HGmW1@ znQ!C#i?mgE|H!#^JT_@@H@JTZ`%i9-M2GOTFVw9i`-{sXhVi_n9Uqps`7cBKy60a8 z`x*K#!+N@SKR`(Nfqk}Pkgxds5KD*liTw{_724lp4DzJ<{;Pmld0hs^9< z$e8wDgz^(|F3pA@81*hLwzD<<1yTN<{^+VaDF>G6_4)cFPEzirQ9;&Ly!BB z5U-)UiJ`x+KFWUr$K^a*2>p-pP?1T}8x*t<>`m;ygpBDtCg%k7hn#0p{`5Tf8!V3) z_5-m07}NbrLX{3Zoqo*8hW1dpV`$FmFiW`K0OhGNy~ir=A1@)^qVzepGdz#$08{!J zYm+ngJHhxT9?yg-J7@KDRNBYoq4IZKAWmsh{v$L>W53VytwmRCY9drF!IzR!$0@IzER$cX@60up((r3 z%sU_Ci|x~hJM&KFs_6c2;`188#=F;cn>`TH!L;ya<%aD}z^wktt<#OLvaoqH~i?l4*!&iCT` zo&SsRm@~WrzZKKFC`mku>hg)j z3&JjH!bKaFiq0#d{JV6pouuh~iN%k?E_QXT*T-+<{-Vnri(QTbRY1OI-(Bv{cRn>~ z64bXHvv@_=<+IPZ=6>-bKU!XjC+<5G-rR=Fh|CcKyhWexYi9w%H|B1n0 zQ+|*AHzf8E-KR|H#7uv*dv`Uzx$76y56dHF>s3N+pLJdzrTPB@3AL9^=^3P3&+SV) z%>JOi)(Wske7|Q>@8g>^ME|FN{*4&=6U*;e_}9kg+HMIt|19h^{@tdo^EDtH51h45skxKYvx%focgSG#s>!s?6Zpl>+-)BB)5 z7|#-OdnQ(+`9G)~M0|AFP{|2pol zb4xM!d(^K!hnDpiobf}7&dUk=+;;m>v9AT5NBcJ@>*+nQz8dO}`5An;*ZrDbSJ21y zO#632gO)LtmMT+ud-_gZ*cRyB6Xt{1-+ia0{P|Kaimm?&iMc-XJ#HU)q&^k=A^KBd z7~gUH>DOaifQi{Eu3!Cny3D#7u?F-J^Y3RBCO^Y2iLGY{`^`Hx@8p|15MPS-LxufX zjT^>g^@IHZ><>fTgc)mWPC)xnUk&XZy?C_XEwmr?!7ysc=QpAAU_BDk`^TiF&zkv8 zj`shB{S)?jg^r&F@<4s+e|uQtx8L8m{urq%AGOTB$Nh)V;78IO0z-KHjozkJ-rijb z@eJl~^z-GntBdBc?^A`w=J_@(Q(upW%I!r^&~eKIgujhxHefA7fg-7Mfaq=~+BzJj{>Kf0~XS5Rlm@ zIvJ#lOdc3sHiG=IJToOT-K&R(z~Cq%Q+q zentBm^@R8x>o@TEcI$x3dBF5MGW>rDmN!Uv{YQs)RZ>r~34L6qQB5u?B>NaT#w5J_|Jn;RY67OdGeIE+v$59`MVg85mC5H3oC=X(G z-cCpi`+3-&p_Auyi5b0&`?H}jTMfD|{SES>{8GIiMOw*neII&us&u|b0r)4%|3={P zz=vNs53}6U)mC~7#9MY^e>==6r1O8L|A4$vKEr0+{+MPE$j*NYhlPZ^{;9kk(s6tw zhVc&dj~Mh3+so2@N&bx4_&^Nf2g+~Qi^9ooTt~tG2NHiU*Q{4t3igHVw=nRGcC07| z|AzKN4D)r=XA2uWXHR1lXdk|Bk?}0WJU@~92aBh_lLpMT2mQwSF=qWST;A_@P$y{~ z?~hPD<~=KA1N`3=K0ji0z5gW3qjk+?sI!T+MX8JChgiQzsL%zso$ z+k_Eyk%2jy+`_LFDUQvr{Eh++PL^&4#*aP(;0cbNZR{-X!%+8=XvlMIU|N9XC~ zBsprb{afMavi*_?1_^9GLO8n3QGKwW7a!k=VSL5>tdF<0Xg$`2`v_6~*3CaJZJD_n z^d044BVDdCZi5Q=E0jMm#DDFX{$EIF({tJ7ntP(}CvZF>2K%P`FdgJW+`m#s!ZZ{1 zt8~TkvLR;rO$_S;IKC3YeKGAA#$)u??0x#b10gZ*PnJ&qcOxZ2Jc673EC~^9Ss2Vu*LJf5uiCoqA!v5Z*Tx%ZHec2gJ$?>3w4GuUP)r zs{h8jeAJ?U?(|@x~8N6x%*w-xmnS+xWR_ z*{|g5A>+q&`Vc!_{(tnG$N74r-E8f>0jIC?{HRgzILaz&q}}2 zhj>N2|12bi_yPSJOQ-XHLc7A(Nkus~KtJjIyN!M)i`Me-$qt$OH@gSbx_%EsxqqE7 z(8Om(fj{@Z6Xspso0WMG><{M?#2{~s&xoP^sP7Xt{MDKi{{s3Kf7#odcJV3N%k|5C zY@CYa@hpfhP``<}zSz45kLtV00?x-z6YB>t?5B-s$GauW+i@p6uO_7DLEq3`S$_0? zI6R%s3ovH)WeX=wyfDbX^*Gpz`1~7VSP#bbOmb^D-u6~bQeM(TTs|>;|2OVmhW^I= z1WK1XFJbm?I@o)kf0?fr((`cs0_XR{&>qxx#>`)_{I`+45VQSJA$y*_KNn64`BiP- z;4V=vVTI)*!}vk%OTDAv?L8m-5AtN!p92DJ#lrZH_B?s+h|K-gcVImW^~J&J#+2p= z52fX#zYeQDrK~Bt1p18n@2GV8SiR~KSdYQ{9F6<$SQozp{5Q&%7~%tLA4{k2HH41m zcU5NWZH4(3>MJqikM$vj@e%W%I?5>VsKs}fU#=Cmj~Mjd<6nmSa6g37RSjr;gT2r8 zN7(yTq)#lpiu9ko&-OkM*6JxuJZd+%wo;L-|e3O+V1nY7*G1 z_&kG_Y8lO#e?PbXHro_|g3PpwB2DXVa|2 zGcvu|ey@<2o%azs@6ZWcvuP{n1NsZ+U6-DwghcW3oUbYmcwAu!>1e;ipugz9rfE(* zALy$4e_UO6T+iS4Z!b|Qq*7_2k`NzM_9!DQMMx#2rBY^QgUZNEl97_KXN718)%$H^ zlqiu1A-g1g=lwqC-Y>uRf6vFguY1ou>z;e=c!NL3@jCa(pFi2%2k18t^WWL=%lu_i zFY)~_=eiZYd}g16c!lb})0W;O+Z(JO^Tp1Hxql@L^dtXVwj3|L`RD-OzaR|lp}x30 zm}d21Y>kIDXf_*&BirCqTS{^fS!%GhAD`Ne)ok0sa)*cl~3r^;u9ikRQhP(_)S! zKb#N;^dY@&U81{dwK?;AxckTl7THRo|CdI8=)U&y4wa>?oPX|R{S8z%j)wChNY8Xl zjWMfZPXfI-pAv@n1mjJ@@ICT_mG7o_fqkz^<6)To|F(R({j`?cE@j|Td}jCF?|kOg@b$n9iKsbI6~WBdnu)y_g056ytNkFdyK0fH3d}{r${?D@Ik1nhE{|B@{DtWQAnEo?aKA)Z) z3N~4^0zatS_Eo^L(G!3^j6Z!4Lwt|?n`@rut@LXxw}-hKKhOU5Tt?zLwdbq6r{%|F z9l3I<&oJFrDfjKy{5|G#2+!XUhW1e(SvgzZ`udu`IoSCRU;h(^d>z`8Z;gAz-BV^V zY(AOyOE%i3Wg_@D)Zh67w=alG?~tQ~%0fE~yS`7wW+&?bL;2=@;Q z%pSgaBpoC_i0y@8wm(T2`or-pi1{;9Da9Aw zm-+`oyoB^D*t+$rRE#gYe~^pqA%^)0{Q)b_ApR2O@vNVIK=M4(B9ITt&(EOkr_yd) zWwxL1H$vU)+k^g~Kd7I6!M{em8h#MYf1`Z;mbW(cJtn2JlIZh``*n9-hUh(Zq}T6o zr=XW(XL9@S%Q@C{^cK2_D?cc+^@jf+orbG}f}lU-2g59W3s9e<^|CRF%QL{F zZ~j~No7{geO!wK!3B&w>@+ZvWU&3;4DW4M1H)EZBOfB4J#PJ2B?&y^i6UOZ|;Ce;= z>pos!k6vQ=G0gIx0UsZ3Iq9Yi^dY|kXI1UHRU88IC-N__;Qo!eP3GJ`1(};o{nJw^EALS8h)8kmr>z7~)a%$AsbklaPO*t8^{<+#3z+Ig}q^ zpoi*5>)UTQZvpe^cx(?b=m*Ysp|Q2PZSmQBy%oCgT48K)BJd*v>m!Ew3D1L2Im8>t zUsm6T#?Q)GK96B~f4@95J9+1_OcSo3VPSW}5(EFi-W1=m z@9F)na>C$W(cgq+hq_OGW&!jgzr*sp5Qh8_>LV*pqxD6^z@Bp&7rDaxhU1U0 zAE3}ztr_+Uke-OVuM=~u2Y@^X-{|Y;fAj&or%UxKPt{es_mo&ib)R>E$4`W1_R;rCf&$w6_jv~SP?Qg0STA9J3|p}J>z2N8Ih+9eK>javi_?<0 zYQW?BWh!Tdbups*rr6%HKEtAnty@7pXrIf3`y$&vh~$OsFS|QibLGgRaGnq8T|T5W zve@7v_lL^^R*%S1je!1ey|R4Y>s1|ouI2t_MK{A8N$n#+zmOj*OyiV(T8rLKB%EE^ zBks#EMYcX(aXjAnbEh>jjYR*7)^oOTLu}ywH`ZUdw5L^cXD!%|!11kIzV3X)AT`iO zq<`hdK`q8I3gFL>-pF0;b|-Id1AWBtMD7pxeaE$m?*~PGAHF}!RP_It*#0WHpQl1i zc1rIfeO$F?X7H9dk}yA_z7mG`5&K`=w_w$WHxt4BABpvkFyyP_|HiQ1arzsBKeYcF zLwo)I#&F(O|8J~F@8y=SuD3OGFs%Up*c;0cgMY;JE0u$M(Z4aw^p!B*FIryxyAjj=9|h8W8^ni2G+)gZ%4S$;=A%v=2OAw{~F4@U)zP zpzmnkYn=;UjOp-%&nIic6LpVV-puuL?Uuq>yM_$r`O0-&kCp$v{1L{B<5@3pc$4%3 z7q}sW@?GEWp5fT>Eg(OX?|Mg-em}GiK|Dd_Gly82PY}HaMdc4aHVfN>B_0xv8tM@} z&Y&MyKkhdWmeZ&Ckuc9k66X5D@H5h%s2R>T^fd>;_)wps4f7o(gLBw>rsdJ8Ll1q~ zXbs<6iTM{ZE9bv%_tHRrkiMA8d0MAi2EhM4qQ1pE9=*Ben!|j5E%reCpi#23fnQiZ z_E3*~eqAqvej$Hj4_{2&RQVqC3H=#i7(eoZm9zb?*yBeYr_TBX`i1=whWriAmxQ4` z`X1}UdIkI65cS1kv*{SnS6m;*MP&3059|v1gZ_nK7LUh81{HY@`wjYp`pPifw=QRR zH~C+}Qcl!g+}^OHx_D)Wsn4Bh9`WnhHe?l1iDf*-Mx`N=(zEz5B z{)qpsIO&~(2Kc|8NIzn*Cyf879Of^SZ^BKtVVi#J>)4&>CCu)Zmv7Px%d$;tIk@q59mSuZYtBeHSVD3z75J}v%)bS!(03KdUNxDH#W`Eg|Od>`pWQXR-ek5 z{I+zM*XPu6(SB*In0~_WebV0;^dIAIDhGWO-_I*24E(|KMyx!X@=2_m?dNXk(SPSE zzY(zBMfw?L=MA@5buXRyM)d!`n1A0=xpCdni+v&gg!Q+|4c?!=Y8KFo`PHqn{!>0u zI|%#{>IY#EF4f<6;n&vLZakjaN|>Fe+Imbdd;VC_{~ThzzI!^1nf%=yUI zzlmr34=AnAfcymNPvY|h&v)7Gg7}x}H%DIkX{*ZfBiqb!AAii75Bx)U5mr1w{%za% z9vi!T2nG8_{%jLi{@NuY`ad3|Z+qzQjDGbdiY&jpecAs1BrGbqe(z9NSZ;duH~05D z78zT`rx?Qgi}tWnUip~fh*^*?L3`cVF?h-EI~(CXHkBL9^Ducc4C*8OJC|R~tG}xb z`$JTIIk6?Bzdh{NP~yVERh0ine(&C(H>+Dz zXLdidoMBibisij~V~C%poOaFwleJPty1?&Ahb}w2%EIEg3cJytx$c z2j}CY&rhq5dWqh*LVvYKcV5DR`Xs^jCyoJgDysXHdLJ82l;nhhdgaOxB+@^3<$CSYP9Kldb$FTsv_9 z5XAQ2EN$=8+PvkdMOt z_N81{da_Lu_>24`4C`I0pE^%zfd6C|FZ%a=h#`JJ{ZCabSh&1bE%;BAZ)#_)=)Ka< zxW1;2?;JI6h(t%#|UxdMbp+2*67C#W?`|k(7yjVXj zR1W&b{tjAgJlpg(gOBH+jb`K5!i_v%c`)$I4$E_*_pOosgIhjU$(D%z{{!hiczDRp zky9Kb#}GcWc*YQwFd4WXjq)Q5@elUL%ISW5IbnEz3EMjq-a9Nz>m*+wGX0#pT_QEh*Umwo6eScMhG1w>4fB1TG z%c!2WU_Tu5-G^(Ze=!*z2=d4N($#i8?_V0g^UH+6KOlcu`AO2x^Z|9Fh5gRM`UCw3 z!)$&?Uz?e_EFlHvSCoJH{=G#}_wRE5nqGDyFln(j$PejDe7&t`RmB1OwGAkf4F`g`SfT@C&Tx!HYc@$6MFe(W!^C|g6xNOT?y<&$|M=az+ED0`o@{AloDqrr9A&>!mC(O9AC z$So(JKJxqM-eB#D3VHbdOZ4YQ_gf*me;#~yp_i{ zS;o1s4huy8CyD(N=I3(=v;Pk-&q}k^-|9X?*K0KJ59M)8r7Y8f z49kW14CPChpGP3f-Uli_c0FI1Q2R@Erg%6K9Mk_TmLFFdQKh710Oy4;`zOLM|AzgIA>P6K8I{9&632h) zb>h7TmhX8ye@4^ZCZSIcd1cbSGlOEMxy(BQ`32OcGnG>J#-9J*{>9lXwYs~?KgzQE zl!PJQgY*&xe}?vau1om+G`U8ek2yE#LbpdvoB4cjuKL3Qi?HdCk3{+i^Y!()+N=VX z4sGCHu>3;D8Sj6&N%DNqh5mzW&K!>e`^EJdVOSp^KUld7zAs+Rus7bvXBfEIQ_Mdq zhx-VqAB5q2CH0T}@q7&{XYnAzRm2a%oZlBl7#BrfE(dy1UoN=Wx7*q+g?Pmc`(F=l z`xkr3RMUBu3oiq;)&BTEeiHK=ghAiX9tnfLLw`V++c*3E3F{Br1OB4CSbMKYUKbke z(gp@!1bR{agh5_JFP8Io!bK>>1n78yFpQBYYQ}H$ZyxrUnMs zjEMpL!SN90^BF5=`kil>#}4u^j<;?^2GAXqpCiB9OlL6$IDBmIZj<-3H5QmmoWH0q>q)e z{MO}V%gPi(MuWX$`D1LJim1% zaQR?ex$!W6V|;jJyUC=K#m+Duv>(Epo-6McoebKrjmsxr`dRm>Jv)H@B0c$zUy2={ zO_ZvT#Pu1&&Jvkoea+wB?0&In44gm2`d8H*%*|VLpgrX0)phk(RNff@#{BTrOJ~=7 z>UItIr7!-TVHeUb!Vur$cnO2OPo8b4|9ue$e-H@VCg{YZJTDRRiy`L4!p7Z-61xjZ9 zDsn~tcZ~W&81xPOLxIkk?GlmvefRPLJLgBsJ9Y>Dp?(!CwBG)3=SjH>gbT-xd+6SJ zN`~#%6ow8z+dEq{|04Z`>vx3CObFoTWf*4hdSQai-O)Ios ze;jYIu|tU3!d{S{!toYom;YCxwi4Py{UR(=M(tf!eBpcaULVkZtbbi&Li&~diV(lx z{tUxMXuc*4>rtG)3B!3*TyHS!MDipI@!3D^bN_qYIjQQ?Rc$Co`IjgU3Tl$G;ru9Z zt$%f)e;)9!w^;ueX6MsNHt5-}3i-tSU&)gv`HypEg1umSH#GO&`5@4S^(gj#LxI%(#^t$mMl2f9#jLJv2HP5WjAIH@;eBn!)|&t&qxHeGHq^el%h5m&SjW^Lzs_Gq z@Mq}XOZ9I1r9E8({t(AkIz8&v`SjZ$Km49B*aP9kzgI3lW)AspjBiT`m$CK`!+r99 z>$CGVrTen=c1-u=`I^#$2Q*^8Z{+6-OY3bTRlk0gVdv?}lynOfnu9^UXkTR}&z!sc zc?zF@%MgJFz z_CT1^D_EQNSk^yyp{~H^%b=f+qVN3-*ly`J%lM270l+P{Om%I^)q0 zzoUK$mzDJOjM((Q@^`zM?@ub?`O4eUP8tri3S1v=TfChjGh6gtA@cXOozkk(c0-si zkY2(t9&Dd5*N58|0v>KiI}77M`tHPBYR%2L$MZRNjijcJn6U`_1M>H-NAr~>P9^X? z*1x;`^O2_o4?+JhK4F->Cv!LRUE_|#4?MoV+vsT^JQD=*JAIFs?}y#%I=V(NGO*Jd z$vCn67~U`8@ej_BnD94-`C!c780bg+rtiU?kROCO{|Li<4dfqTg}pT1dqZwXX3rhX z<#%txd5!n}d!*@o;c~)!fBs(Ovm6_fTXk9*Ms`a4m~ABH`MUxcB5 zT<;Nv{?T4oeRf}hFsz4gz9P);V^u6{J?*J68U7Ck^}8Z6B#e?ses#CQ^|DS>VJ(RV!dlW0W?~d(1G!FTk zP~gwwv4^wztu;C@0@e=(;_(s&|Bv}^!aScs81g&RUVOh~n_)HFJ|6BA5B2-e&>cgB^`iG?u>PYZ5_*UAW4S(6MmDV8 zeoGDP9rc4SkJlNVP2X3>9{Y0Q*H>=um3d`l8S(w#ybJQPQcxG#D_IrziSrv_Sik*K z4)>XnJ}L+OB7Fa+D*UG*%vWeXmCqeNMQZMa@fnKwNf_(}{Xu2>qxNnO6TrTa{;FPe z=dUEV!hDS5t-4mb!gSwb@Q)ZjGR*pWtSrA%`9me#&&U2BTRdtTHOCw38;kp6_#Wj? z34=bPydHb_X)F}v06($+>RyJ=5{@q9{-k1^J;? zHor#asOD6VKk~P3MEKKeuYpjG{H!~4Vqv3q4d@%j-we}xc;$5$1n0{N`FnWfbyo*I zl4)84_KEF3U%&3gP9qc0C#09*-6a3#7xPuG&7Q;Kk>~G6JD%7S2;;$c_J!lwxZ`*F zfISgTC{0%1-x2g1>3wm{QD^Fy$9%qcAt+FPGgTY(2m7xdTDC8Cd=%HWm++v1tM3bt zr@mO8ge4qlyf5wEjj+(%1oB1wY*1I%QyW*!?Y&{`biYeyqQJjkyhIqzyCXe>`FgY= zrtoL`R3nfF+Hb?Ljq*F~5Bzh|lr+*YbtBKc<9%zGMHdO%HA`ZrBa_ zg7m)rPtoqRvpMH?qk)oE#QAp|-#g=ob)^c~9q9i@%inoKMn<3^W5e2(QGEl&qu%Gw0|qkeom zR#yAbtA^VnVXnW;8f*GEM>q2ITl389JhQm}okwe)m9APx75Liu>oU z9`oxKI(zc?nlQvS*#Fnq_yrq%MfYV<|Grk$yH@!vf%oB1AHKe-zrJy%=zVHDU-eD* zV_{K0dl(Pe|2L=c&98<{0C}zu(?=NMJzQ@ShWrN7OBm#V{QTxo`Z?mq9C$w(<6FYO zzYW+PmV)aI6E259RS~^*LcsZ&{u%|F$!wdu`}I zum_^2#iZG$G#C6O&R5?M^Z4$&&jKG|2X{$Xia);l7nRJ?<^P{v{ypM9X=yzh&=>6Q zdsF$&^o?`D{;>TY|9y=vYhT9W!5^W9S|4i{!Tn{l*B?vU?#-Q)0{lk)w+u+X-22QB zxKD!oA*{gmXIh3YbRKlh1oD&EeoL@vzZFuV^F(;QieZ-DW_U5_FJV}}p!{1PF%~*D zmHU^LYaMnk{m=sb6!oR0{GQB*#3qmr>VL~e6Yt_vvCtpNn=q_*aQv+N-2cP$-gY^a z^YePFejWLX)-hdU{iogq`QrFmL&w}MpA;p-@@K7)Hsgg4|M$M=&+gkLFC_Gp?m_zU zvv=%`iH`NKp2U1OVb~u-dRaNk*D}oZ1Aq20KQ!3%H_T5ckDrr<#;y1>8~$Gp=i8qv zd_H>?&j5KNe}1khSSYvsAjpq!+?BVnyFK`N>gVNaHCsx1f_-Con^v~2yYmo;7tnta z27Sl=2y^>wGt=p~-(d%|kM`GAGFH{_v+ZSP&FVH^Q4c^+@Kr&!RcGKekre6Zd zmJ)BtZe8L0jQDt=ko^o;Ez~e1TuLo zU%y1Tz((|1EvgW?NVQRMA^+f$5Rt=A zK;__1#P-keJJJXCJ-rXj%jy1*K-T`qTbqW?pnueVt+(>S=6DvL2;{804ey>)&HSA} z&MBcsQT8&>FY$UsAm^5@ZPze_ofi_wd0w~}?<{(s3Hc$H{QGCp+e#My3J5d%6Ubd% z8Th2_9L(3K4|2CNb-wqq1AgQ8^2%AEUOg_zD-nJ2My8V5)A{~@Kz`yet8&=`065?^J&#(sRpMp-@e{mJg;9pT634?z_dI*Dk;`kMI2W>3* zkOu8zeZ}Qh>+4U)f_@@a>T!9Xfz?b&+RqUv?b{UlWTm0P3!Gm#eog%A;N+9|tZzJ9 zj|d3Ec*Oov&|$$Oz2QL_&_Bw*!+wiSW2F;Vyd)qD<3oSKFy&hW%HdD6?Dr&syv6Z} zKsh>gcA>Q>pNQjAPT8gM_R|#5U+j-Cya$8hRW9z|)AiR&@Q>pCaDj5o7?tS~KiT{s zP_Dmk>6@|#;!|o5F`K^x9Sxtmcb_i$zbVw0j$S2lZ^xZt@uZ+*YROZhAkls!_Sebg zgW`@Sv%p@key8!1JfFQ*RFOXBvSdg;4*bl?S8&!hiWt@RRo%Fu!FqkrnWwsown zYBF2D2|6b!ek$rT9{R)f)a1rmT`%aac%JA}ORKTkK28nRSK|D>fZ@rQUt}2Q6UQ$c zZzuhv`fRsNd)R9+Gl*mIly}p$UpT7`{l0gG6#D>d8_ZfZ|-<;EW|g+ zKlSF#W`De|bNLen`$hg~*qJ9=O>_tUi}s>%@`Cy3&=D|RY`=>{x**z7QJ&662)fLW zjlccZD+0nGPtU~rUlQd-80G`imu`de_KZwj%=Lv~T2BkQP3_ccM}`Z`_s_-t zpD^%y>)#mcSDb%i^?@J%V6ZnF4}A~vM15iH(fJqlJ*;Puzum%9GIpk{g!a(?cRS^k ze75Zh=o`_G81xbOsVQ@0!~1h9S-dXLJhochF-!~mKepGshu8HFsij<>yE{ylY0(h< ze=q81_YJ2u)?}Upd1HIszlN=U;^YkR9oipZ_P)7*Fw{r;(y|?`;nMj(Xbo|Rtv=p4v6sc80=?nqqHVp3q$!>k=zY?zohIA{`ib-q z2L1g9bA8iSF;w-7+7IU~P(J!yr}fh+-`uGf*LwnegNU{RrYZ7&=zINsMW2<&`oj5E zq)&fvYacJg6u56gI6N(Bz-C*}5A07LF^r$e_j#=7a`Ywlw>>9LblR8w2IeD_U(fZc zb#o`agZU5TZSdd9!wFwS_mz-e2C1I!A3uBq>miJP2!np3JsKR%F44FxdM_I17l!Hn zqku5zH`+5{kO%5BVX!Zx-=I2i+Kt6FY<(ag%;#r=KW~43>2^?w`BOu0eQU2M6W}+t z$1vRw6&PNfuvFvD6>cwv*QP!-u74><`_Td;`Dxt~-NJbMZj^Y_EC2d#dD<@%7>`i- ztYBOQ`4w#6*!R%rzSA#*JW+mxp?~DJaiCY_>+ENs|HvQ0kRPS*u^iSPI9^uH;wOgb zJiEa7jPiZ+-uJ=Zp?#S+ba{5`NC3nyL&g5cWJ|}U)6dFaKF9tTrt=;Glh3&?*S|7^ z`4r{XD{E=_lV}aFSM*1OxxMt3u)f`OMIf|?{q-LFdd`bOmC!%Z+uL=$+sjf1h*z*b z!Vs^czVsH9IhI6=_MZod=_3sLUE=*g0b%gR=>J){H?`kq{#MJY3+h4tkY9ZcPM6e} zH4XYldI|IRqtEjThm89sb)@qU0@EpOjjGmF@SZEuWBSRrw$(?T{eQKL4n~BLPK2hv`nZV3esByQlOu7r%kD2Su&K;UJaervu zcU92G=sRqEEHEE_-CHl|5!~m*@tAw*#H)Q2a(`r=aPLXqGkw_qGYHHZnb!U&ZV@E$*uM;p_P5y*^uTT0! zn8y^ zC>@^jk`jgeFzH|R$8EG)u?OS)KFV0sB z2y=QZ_tl?PTWSsQF!HOv%dGXi_UVFs5w5qjRb2E?iOH}3=d+0$_Swm#;CTcAVeZce z^Yv-}mZ2jP;QD4J$!|dCugxy!M}q%Fc@CI1Y`jX#DeyPSH_Rw{59dC^QS)DnaSftE5v-f zRuA7ids{A=kE#Ao{e%fCEO`7mXlS8^9Z-)tAtM;PRT`b!w(AVJ2>O!jS2Tf=TVWq!FN~JDy1BR z?~xz>b?#TSdB2q0Ci?!r`-8SFkRHtAssBDN&Rwgv68MMh4;i^Dsch*)SYP7zLsmVv zIj>m^=lQ8T?p&KqP5_J-yA?l%YQlaFj&E4Ol86KQUqZZu z@h4%BANFUx=xEG|m){{C?IV^4VJJ8G2fL8{Q8~({bYvMUca0+wFLNu z^jMdFyj9n{3+x5QLm1vO!|_<(?%$(Ze+S4vQu~DIe2>7oEpbhnrzQLUae>X6Z}~TW zDa-i~KW%nTUmsOBP~K1y^9u|c;s2=!2*dd@Tu(7vMfBR7UbWHb%L1?;q}S&Cs@Al| zwV*FJ|1tcA>f72X3?890oZFM_=(y@jah-vG7!TM+*j)Qzun^iq{U+Su7129<m+oHz*X zTj2aPB2d3t&2<=`Uq)rwkFsw>eDFA$Q&sn(fJg@X8GMU({$h`>LX$BH`xBD)__*; zbMf$hMW`R64|l$GWkfvmkMbf6^kIBD`uW^sMM-1eKgJV;p?z#`jGC@`e7`FYpCJFo z?01d{m&xY#H|D^-n$H0WAWbU2bj@!|+>uVS|120&VwtN_p$G9Q@^9?zJJO|7=Cb!1 z1>@8<%y~Q@n%npI$-e29T|&5SPZO7>uP`jQ0_z3*o-o9V$e)Q(AL9I!jo|;;alDgykEzVF zj|Bb>5c?y-z%TLn9|6O3{()h5pB~pAlg=ya*uB0C`50_(vc+{N!^@6b|0kF9((;X1 z2mTSur*m$!qz z_mB76D}bLU4~Nhv_3rUQr7Ebt!#1fg-wfP&zML?-A0{9S{vY|nFq@AZ&iGflnQ6(; zeu{uF#MejK+`rruHZT;B-8dI;%t%=K4{j&bJp=J@E3|BG)baNdr}YZTTDH~$UvAa+vx zbEL>ygX^c$#d5{LYxUXxmkFG^HR{gl*9*>jB0rsXt;!qt=zrh4sPuhMa=H`v&$(iK zAq@T!_ZL|C8=7ATL%fgc306+$v*F~fxIMTZhxX6Png1gU@jUW_;h|&?gdzSyduP~; z#_OWD^wigcy)a&!?_8$o47(P-1M(MWZ!X?_`dIv@3G)Z)GhrT|x$H=gh`yZ<{6~2a zhW%XRr^~VL%hx$5^L&ZRbC07h&Rz!lb3*Zcit`nfL%c=w zV|%ckKz*TdxiUu2n?y~w>6z@jj9}UW9mkoU-@yNOAb+O4i;?aSyNsPj5xC8ou*B-J z=)D(|kK6T@q-T>~aeX7q*YgaAlRVr?P0eEp2f}&``NJ^%ADO`YbkBk@70TdGkYCe{ zdxp8Gec<*%7~*Zrk4)cRzi*vNKcENOn=wCT$J)-`ARmx-LLDbx97!5q)~j`P&If<9q>fMFe) z|L2?<5WnD?Bj_WxPZ<0k%EQa`$-p({W5HhR#QY}=>j9J>VHgkk6R#!XgXhXV;P&Hn zP{KgTApr8p*gs*I|8TwOb!^Xd=T&b(e=y(cRinIZ@6p*?uDn4k4Ya|L-KzX=09 zNUyi$4$0XsMDLS~7Sl(V-B%TOuY8pr@zjXV&)$db+?kpY#QEiYW=&PchBa{i0`0^5 z{DMg*wJl)$*uIb7IY-^Mo8i3-a17*{ULvRr#L*7jZ+5wLU|Gfe~IPux-^gIG)#@>f9DOj zStu)=3;q-NIWM7K-z&bu!5^SL&r7-Zy=|oE{XOh|-tTKqHm^Mn>wBy}U)$`!GJ_1z z2W+1(=o9jL{-&(Rd==6E2lf*4moTi4dj5m!DZfJH5Z_||^YiO^)!1)=`3UuI{x2EX zi_26XKZgEmf$h%4&jsCqUr5h_>*kG#8JwaW+OLAWr! zpW6d{nNXt7zi7jVL&lv!emH*-=J7o%Xa0jQkG}%+g8QBN{0{sB+8bf;?>OFowmJL! zzRiUH8^iM%gyH`UF#ZVaI=*0AzYgFpP=5)7Kg9J1VW1!7M;PK&?2moV;_;xlaxK%{ zN5XrmsBb~OHKje~>;-#9e-jiT@7lvnz~kGXjDfqIAI%4TA$^3wKVyE2;qBBvVHiL5 z&%S5*{-Dx=9N!7DJl+fL;?<>iNEF1+C?CSyo`W4S+?vu>fxMAE!piN$zu=&VsKpg2 zFkW2069)Uk@eu}pgz^o}sZppkR^a=s!IhI_9g_wD|I)?!N*LmW1%G3pclJNnh~got z5B7rgMi}e?&l@m2kMxJNPxtQy?0Y&7#V~vCiD8IOiGHM)y-&`{!9SorvG(_q{f6|? zUB3BUH0UqJgM>kTIDfHnmVXP`CK(mEWiR_bF+s?kkST33QDEO*LIwBW}DQ_v^m zS6J-HoTr|jp*`eB*q+;8N8K<0|BCj`F#Z3SfH2Re5N7wcSULBfVdtJHMF_27KLh(G z%*P*A)X*cbXB+r8wCAvw!>&$SF&*~1iJk`aPn~5Q;UF1(|MllM%L94f&yatM@6Hxl z@7)FYZY(Fv?Im1#!WH{yC7>7ECk*)=oWBSIz1SZs*P-?av-?Sc@QxX47M1Md`O)w; z)4N|foResycr_x@bX#!TH28l!Y%e1IRCIj7QqUKiuOfDKo9QnxjPpMtdBB{QqkmMa z$^Ijr4VrtPya4P6<+r5E+S3C+F9!Y*&RZ?HdA0}a{~}(xb)sox;737IHvg?B>uF(Uz|BYPSFHcTALYeJXL|(CPJCY)LuNCD>80-b*5t)A# zmS3YFzQ*{EFyt#R|3Vn%Yn{3-H# zJz?h0qm->i|B23mcn`52ae@o@iKlT@u*6in_@Db(* zj7Ou+hN!3y`UUx6D!-K1Xyhh3&xQIDg&5ZN|6&#ou<{v<3V{5=Jpj6JoiVFr8@h6 zO+n1*#WAG~ePBI|`a`&*1^M5Y4}!_E&n9yHCd}gjh8e#I^Z6;Z!&|u1p+h`V>lzPVp;xn9YHa@?4+}g1o_=EP# zFrD8Q5a#}nFwaLY%GRi*>Y?=^V?00q7+(>6S^LdonJCuY!{772j+cP*Cdlsu50hczvv2VI@`U9} zM)oXQ$o`L6kWg~V{!I8Y7$52{VbCw^KS6lE^Z12-V10ymla8<5EW4AOzncy!e6gzz z1b$+Fo3ipum*={}cnIe!EKJg~mR2KwySd|k=SEC=$Nl~09{y))Tkii4+o&&2jr=6V z&Npm!&iSwBwFJIi*nDI~Lfg_<@K2b}+1zw_%Fy&Fa34EZJl`>Vgx05oVLnBF&oJGm z6tMa%|F^~d{%omUrxmS;pIc@;Fp)9Z0Pl<8_zClPbBkC1{UMew!TwPGgdv{C@o!o9 z%p{|52dtk^-donk_>A2)4ZgP()0?MO_uLIZ2uE5 z(ziXvZ2pR!qVtJ_6W-Z$o!J@UZ~T7y&g{UUwH2Tbm~SNv^DVW9rs z#n{B~8_%~A27iV8+3{ehMRs9lp6}ba#oun>>dv6ASiZ|}>=4_pt?>Q}%8xMkdyF@B zS>zZ!I3&8if%NV2>vF)dr|7*9oR0|e`E9pK``J~8MCTLFiRDWe=o|MphWTR1-x%gg zTyIc)SpQ-Bgke0W53GG=kE}jBzq&hV^iZj(2Ou8B`G7FQ+erWJb9PTh$W}qV4(**V z?3bhbch`llvvIfM`kK^5a#Tt~9jqVF-Ux#}AU#R`ioff&&r=K}dXvs&`>E7u!~BTy zPpUkwHt^hDXrJo8+`J%OdMl4d_6(G6d=Zxe_JjJn=g7^>d+Q@$e;w&fmM%@1q-W9L z8^c|lDyH9Yg?Jq0lZ+VrA=01xt+c82=@_2h+p9S2$(v7)q#n?C3B!1>{@$?@%iM2` zTne z?4#>SJsG~Te^uRG{$7(HwQuq6wFmv+{vh_BT51{Ik-+s$}sb|}s z_1A{;FIb;2r)U50dMma1V~T7(*ni;hj2Zs(;eI>Pe;_z((4c;EV809J`vc3fS4B+q z0eeAtA6OZ)HlT1Z=pW&7cX{jn+1#HWG`qfTYTabWpW*lpCJopc7~;X@c_@6wrF8ou zxc`du9opI}X4h5Gd1XJIV7W5r6Vj6wsov3Kl@q*YML6q0Ub^J zeFn7OUo1a{=aRh~4)J`KFzO-56WdSsKIuBEAqV7%@?dyB=^tURSFE40;K2-^^CJIB zIBCzdlV=6o-(@7PP-u2q!0kDse9PyXx?6dEFyrpofGyFT;QTC(H{*$`y&(M^*c0|o z7}`U8M5T3r9qpc^^zxQye+d2e(Lru)`y;~TE)f5Z4h`?_EA=KUy&vt_{qx=X%Jo_(Z`js{A(Ms>6VxX7GOLNuS zuI&K-fbz+zENb0y(H-Q4{y6J(Vq-|=aGrn69({34?g&H3uV8t$>y4j({twE>pmOw3FosDg{S?uooIsf7`AtE>VGbGYkR_YP`?QC^$B5q zUXn26hmgLL@ke@_MI`|JxE^Adoqs;v-*jxG`Z_qzfb|(>=PAxS>wVycb^&_O-=EbTx7$3e6WAY?6NdE_j_>S{2S!c-&*d{{d<r<>{nZx8kD`3fbv!;UY=$Mw2bjMg4C6ujWaS?zeqxy24|C~qmgHjsL-=Z2l6{uo>v&4 zs%}*xf06pnYrQQueSIj8w=NAbk4(}SrQC9=a_m2UgvYN1@23GjP#*dF7yYsf+Ya)O&EH|_OFgSvBM+B zRmz#>->d7T^Cl*kDYEtM)i~iAqrGupzewLTGYe09g(=V;;qhK=I_rW#|8P9l{H{GI zTI$K?>uYC2F3e3n4DV5+K3pq}KQwh!uB5!wc`<#2rJhJ``v>30_r?UQd@sI7#jz97 z%gVRYcv$c=&~)aYr)wE23vVBP8-4aEUGzAcop&e7YX4C{OJCxso;w?z&g z1oI1ymoR%DS5VmT*1Ucet3iL!e-nmyANj#BJHJ)vGj*Z*h2t=Pj2DlWFwB=Ge`Bym zln<4|`jgsAj;b5Bp$+mwSY9-_$FGwH7x;bzVbC`!50d$>w4dlbS=7IxvdMNn|Alb> zR`k^CZonabC`b7)%<}U^KTd^Dxo*tQn-`yq$Ua^c)FFrXQGBzl%lhO{kTeRgwuAKt^5cfLfzJ2q1u!2Oi1|+#{1=|b zCJgygls{px-+#V``4#;wtIy8E-N-r+6wyzI&rdh6kNleJ+l%|(Thj*)53;xA^Tn-? z=F8*MmD&Fv2?zr}P=8BxEu&-owLrgcy;eH;c4WdBd1#MtRJW&g!wY!(rCYz{n~f@h z@u7SPbNUH${a~2IFQtdgG*=A?hWr7>Q>Awf2F2Q0!}<>8Q>LL(nmMQt{3(`~X&7jh z4j%^d74o}Gf5nrH115oeApZyheaJt;?7eqE*+!q6F(w?c7wXXd9xFAbQZ^GuCuwR7b!hVhwGo533d@Ho{Pf?s!%>BP` zaI0WaH&3t!%*PYv{!Zw6?#WA=o_swk44OLlRPS_UeWFiz!shOVK}&$YNbeoFXPY~p z?+)ijasIwz7&v&VTrZx_yE9E^Xt?oZcpnGHbLZ0(&CMeWAb&vkr}6YH*N5@==1%(% z@2+Rp^YpeEzv>aLo1Teg%*(wtx5F6i>@D zx)86UJQz;MQ@QVKL!Jnf2-rGLdE#0;a#)tVA!VoVYKklV1Uh;TD zG}s58ry>meMSW%E%$^AI_>?g8kNSVFEaFf%%@g1ckRHO2KSh14@Vu?o*QprhbEJ>boc`*_%v-YcmtoS)BoG)6A-`^lN0 z?^yom$@nF{YnQ`$5=*f^derW&VLV_JmuID%vFz1FV?ZA5gy z&*CXo&gPG*-n!4H%#j5DgY;DmEKAg%H5c|5aQsz+%DT8boCEwt`Bg#^;Z%R2%Xd7~Wq(c@yUIY4zcZ!v%*# z|L>0es5;BfJipHsuz$2i!eC$jVCWC|#p?H_@e}6n1w82xKX>hzlhQrOzMfcjc69T+ z4E)3I34^={heoJY+gNgYeG(RzGiQb_y#I~%`J}nvKK&U{Bh(feqqpS5K!axXlRLH}v|??$S$CPd4! z^Ln+v<|Hkc7zz9$`Va#@(f?98&sVbgY`t6iC-O(W+dAM6+Rrn+O-*iPMc~W{M`cBH z$r#V`pU>K)|7_hE1>+eh9#7pc#k@6<#oQm%*%j|{?%E9b9gGJF1O2F9bskM7GmcMz z`5NV27yMK&^7mAT*Rj94%Udsgc_8}#1RQ_epDv$wZ3$J@r}^c1ZiCfyohz{3$NJC9 z(gw}@)F0++j7Jy_AbTea{tNY;FwX}(uig3JcS}CZC)nSMA!i%D6&{E6HqI9>946gc zKUM?c4eam5@)z2t{Q3W33F?P+$XeLGjr((kwW+;&x99sZ(&j^Z*nYjQyLzM5aNsw} zlQ86OkstMu@!f7cOjNWWdI>{){Jz0#`y`uI6*&JhQOtja4T!#mnd-|X$OXZ9NA!0M z3w&jSy+XiVkp6}Td(y*B>jMALpTD}(-Kt#r2j~x$69)Z3`d;hC^;CHEhx^CZR-3)D z$HYRukII)7FEjOz;{Ls{gP@<&wzKda0G2lzcGUQ8eHrFUTyHmyw^$qaWjm}tP(K@& zEy?I194om?63;_0>_O{q!m$5|=L-n~eMmpUY`>!MkpH*}qw8`NH2)Fi@myn$PxZ*5 z){u`!eQ5l;ZE>WwKG(Om&Slmf?XG@iE)a~7TZ)&Tp7R9;_q z_SNWB5TD|H>RZIXZ#3^40)=jNW8vH%lCt>Ix z`P*bYYkH^CqW>c!?4_<&o-KNx2>WaLbyVMHz)s*Nw*Ow+YtqF$n`_1FLUWKoZ}9hp_yEdFT@PL4){y|A!f4QuIg3 z!FfUC*N2k|*T$z*fqh{8kI5h7AGh%T_Z576QXc6y!v{&ep91#zX2%wT zzsLHYYIGkw&o!5SB+*MeUcw+R)NjJD-+=n@sbRWyY_8}&Hq!ff>W>rkujk6L^8lY? z{#2|ooutIpdtZk2dA{I-0{CC-k74?MFu|Ao!H>pH^oDY5k1*s{us>GL-t!;~{h>U+ z+?G1~J7faLpX%RMxgcMZ%kBS5_cu$42g}F30ei*yo-oXJIDS^n=9h0VeJ^Tn?gsQwIb!+u ztUW4c=aIgh$c;)kx)k_{@+S=P$NW2CSdXDRzdcGhw!t(D@ z)w{}iXn}u5`oFKYSS7cn5%ecbtZ#(DAL{>&Vg5t=pmOl{NIzkipU@r%!+eVE|InC! zzA1D9>~~>&MHt3|>%kwUfqf5N{NMW>KYaEndTu?!=fl>X4SS`oP2=|i33GjJ4b=S7 zTrE1Ugz{=VQ|MVAa2@t*t;O`W)=x~|=rarEXQc1vOow9q6%}A_gaz@hcAeFQ{3Y)H zw3&ZwSsg8!zj1tR%O<>;8}bwOw~&9o>}$piia!DV0rS5M)BiCD81^RpA`JR~`c9ai zxB4~X(Nni;9f9AdKZN;yEn#Jr-}rSf?%sz*+8r{;-hS0z%}$?H0sa{6uU*w)Wzo)J zXzw2k>l5U6yXx=Pxs8+geAce!uzAKa6^OU7f5MROME4za-M7Y}S)K)tsK7Y2q^6fu&@qTC@zyGcM^jBs{Gw|C`ET7+}4BK@S z&x3s-e+YyAAisY1~NnCEjCJ?uUbD`)3lSUFq&{7Km} zWK>8f#4E_ZKd(Ki52yZbKaXKLFCmmLZuMAtXAJ0%Sl>BzLVaTx^50^9F%14$EPtV- z>dAebC-h?R1H&vI$1sdXtp7sE=RLb8?>)@+w}n!wUNwLEw}QOH`X!VaufC`Ld_PzZ zi{k^Klz%~Po6LK#53&4&(y^ghBO4~M{JT&lKRMV&TJ-)kwl8z-LPevl2gp-Aexb}Q z9S4I{Z?JDFFWV%omiz+NCu05!WeC&xD50!!`|aAkqW68UKiO?A>5bF$AU{l4STM=D zIt|u);`NhI7BQS>!uAP6d_?tMSUMlrJqPkd;`m7@x7D}Fpx7Gb3$eZloc6JZEw}AA@xBm9M z9dL#7SE19fuB(r>F?$y(bT8`OH|8Xp?}Q50Cn~j_f5CW=K7}YPS2Is{Hh&8hj=xS< zoEQu8K>7$nedHg*Og|OgOjHVUSB3AfzGAUg=Y$uVd3%awZ)7E`XR!N}LM5Zvo_;D* zV80BVt}wZ1eEG{C!)Y%8ZmA6FWWt`$d1C5?uEAsd{(d4}MP=+7tV0p-Rc}I5(F` zTpp_Z<4+vCX$1Tep9c^!?2PAEgsO|`&CxKZKpD>MK^>7}Zga`d5>$5%vri22eEjN@zUUPht3mz^<*h#B?4Mtf88AN~z3RSR(+{7l0Dq72Q-7#rxLGM0 z){n?94HL&ZeT`M-vas5W#nO1H9=o!pKyGGxnk}; z;2-K|7sR07D32~hS}FD>-vFb0yPDYrM;9Bxd1<7l>%$R$#_Kw<_e+J{%?IAJe)1YC1-KND7x__nn0d)ANKV9uJb|Xt zHC1%KL!3VnY8ChSrRwkr=)?Mi!T%#aw7!4x3zBza`#(bMpcC^8djtS~v0Qs+$+@NT z-60+%T(jgspS9W0KGLV-S68U@?R(X!kjl(w!->vv{*k0LwovvW6&RQeqPAx zPb2+f_!-HUeeXj36Nd33J*=GZlQ859ke`G>|A^kW?N9skDgl0=KItHa`5)`|7~b{a zkG!hV+F2bLF%0}4%9}9wAEZYwWmWgAcM9Ae=~b&vsXpup z^S!xv{0!53twM&qNj`+Zf1tbw1ARy@VYXfq>V4k2p;2QL_)n~_uT%2w)Z8hsUykz7 zw{D+hGI<4@_xu+#`_p$Eb8w?fKIj+Hum3?u%}+)J{2Pw9r;PQ*AG0sYvH6$b2gIMA zi*88eOEiPOp!x|1w&kexfcO#lXW)9nFQ$V#w;U`_vA;d=~T-{lAgro~;w$PtfSRs*o_-UuPK3|6zMZ zwk=&RM?V32aXdz`1~y5@&q>s>a>Oj26&f{axh3tm^M7Q0cRbeL`@cOx+NEv2OA8I{ zWTcXj&_Dx8D3!FMNYYd^C^FI_M1xY%G`ep^C0nFILun|D-*w;Db$z`p#}V7JSGhLeW-tJuVFt|uC9drWSmcX?VQ$A8|%T}kUzp; z-~Y6O{Sm&FazW=CKF0r;i%pEWn{Ip3ADA^rR}Qp4y&U0-O&@&7ySGH&?9HIRSB`@@1kL-hLZY7S%f zeFcM7o?NusXBAst2?jkYJD_=7pU0cQgV$!>$;yKI9O)ZumU#8YXwm!LXb*$q(+%8u zsL7nb{U(8~Uf}B9)^9*Qm=AQ9Up(A0v5?&-5a{}PCLI{IncZIz=x&HsnIGpb{fzXd zyF2^axDM06A2B}YUfI>uwO1eLFFt<|5a#)YFpn=oYMz%4^%)HJPm$iC3N6KV4GMsN zv=73Ne^Guz*O~|We6yDdr~bpIdWA$bECTyL{s^=6q+mp+bFS-Oe}#HTUmRZu!)Qn! zYwt$$jqtGV+3+e9?hm3rG3-eEjmWt9ZvQaR{THNX#G_@|PJ<+XfARjTfH3&SFq{wD z!M?=nW7f{|x!#W7{Yt**v-?^C{Xz0tby73n{x-@(f92`PA<36{zR^EZ7&d`lRfNBIzD`v(HT5Fc?qhUxz|1O`vn2bc8_@OW*|ru58Q)|A^9 zVYuIe@)$Wipx{ZDo!~EMPlUlAP@jbPdSR53w1(%e8Ia%6KMC{vK1$c6{FTW@_?{#3 z$FK#>H_AlXS=Oo&_|Xx|n=m|&`JT1Y`>_JTkRMPVtUs$)Mir&p8`$YR+>b+kMu&wf zRGyv6?xP7tAF_KB+8zk+$Dw}`2Kl1=M!&o3r7><2$OrwOFpqa*I(cQRPP6 zy)CKIWgo03@p;3}Q-%bn_(6TQUd#_+kSF#h%j`c7fr$q?Z@mC-VAb ztir->wRO*d9<-;i+v<;;dej5rA?k1JiN(!YAC=knWdvid$f&RSSP1b6*Uw|KazDxl zv}EY}dxCK?%|?E8R`7m1(ob0VEzvVxYj+QYL;pcO!uIj!x;LIs9Rv9j=NtdXB`IJ! z|NgvS{B!SB$2+_Me@A(ZuU7A*aXJI&M|&LKI8jylY`shzjW;3MKD%>vE;}z2Ovtuh zxqO#0*r)isPcY#@df?L)b`Xzn{)s^X`wm(mkl%28!cb39d%AL{r^HIgcZ7e*Y;y_9 zm5ZbOjY%ihUziafg#3c?o)mXwu1r`FJdb#?xvj~5of<`Ee^Vl=6|=)Vcs)8LbLWH% zvpWj&$^NEPIXp4!+5+#l;`39g4~+Bl?+N(`^<%W`1*_RsJNqR(Wm;m5ev+hCulKf)ky zq~E0Ade`>scdApMf`p%dFzg4S{}TrJq5KJhzahP>KdY}yYTktYRtyFE7k^((Kp5_~ ziT9HkhWqwJ5B7)sJk%fS&*(SprWSklwk_xb+f94iy)$>%Y^XOd-V>Hdp!&#k#e}ld zS=YJ$69#^8KEmw&hQKt%2GkCl-8?t8by?vcwzY60EVRnB* zV7B7Rjo5i>K_C0Y&l86JsDHxB??_*)o$iMS%pP^GTX8uV@(KD2VRqgim?m2;abVC7 z$mfH_<1<`>_lHd*YGmc4$| zU`6^qfna*CseM#a&w#vf{OMX?V27L|^^G_J|w~$}LpkK7- z=@B;yRz*&R^$GG%nAh`!W&BwGw17wcf;q6hLjRqiUD+VvIYsh5wa@IL6gIqC8|o*d zZ)RZo0{^bzkY91VKp6B-?cwpo+0|S4{@2X-h=qF(z2^I?GgGI88SNX(_Zuw~bL=D+ zUj=!KzfUBv2=(>f`+YyJr!5|?9ocPX29NI+wV|&y6KkP191O5Dq>3v!Owe$TH!Vq7OUaLb3 zHFTph+5KYyVURbrTMt~(p6}`g=Ow6b!tgxm!$w-E?!$)f@IHmF*nS8DKe!)37}lfs zJZoqB3k=hFl)y&&RK$mFeZih+{B7HR>sPG@|0Nu8F+qLLD)|3yw0E2P6-t9+&Om>} zvwIilSuARR_=xgknB}9{!^iEunGy;1i}8RkJdga&-Z`LUo0~GPUuM7P_vP!dgpM#(e*5PWQusKN@{tzXkc3GyS2vOilxr&zzuPqvb|x zL;k1sBE=@nht|*^(sKZ8G`|JapI^aTw=KmV~;4C;}3OZ0t_ z(PDiQ2LHhG9s97uy|(4`0RJ3;?bSQmdw1Or{(|yzQ2iRD`7({iUx)wBIj$R64(H`q zuM-CQM*DSGG3t5B-e!qZ%C`=Yg~3_wx=_!dzUKB=`#53!HHd#mFT-@-NibKV=zG)f zEfC*Oe)G;a*!vnS=kah}ncePW`JoW+alCouWk<`uC_=tMdguM}((7dW3eK08i1{H5 z@<#cyc2>U<26-a=^Sk(_DtYnmQwkQy7MU;ltPA!dKCkDPzJDrMpr+MRW41ZmXQ~s= zM;PeE`h#KmehTXk`55hq+97{qJ;m^BvM+||z7u<%+vfrk?bO-B!=x&t#pn3~!a&bL zqzBt!KREVp4D;LmjbXoc;NKYPaa^y^co6R~{;~NuJv9Gp(kHdUdJ5w?>rel0#pz@F zxzrBpL)16xPygq@`os5tpoE6{bHV<2>#bgXU1j-?ZRCINfIh;XE|g^5%!lWZpGAWo*7cd<3#apFZw#~iMp%m8?-wjKIoG@H;y|9C z7TdZmm)%zZ@do)_TySdt1rr^*wZVP`^(Wkm z?3dbs9(w+9+2QSXDqufKeBVIe;;A<2Tg5!E7qoYm_}=S<%XHZPoeNy8Zl-lyEqWgi z>2+OacXyVrC#(-pU#^GecG@a4P;offw`-!+($7-PAb;eSFwd{9x#QP_E!_<9ak|(a z+&Z2fd%BM@uV>xHd(;fThq1x%06X+B7^On5~ z@c6b<3dTqMco^(ib0Rqv;y>n3!eDl(_}(_V1_&eNY2gZwaGc%63WrXtxL;xo?Y^>~P*!pCac77{fkv54jrJrLV8wN zCI=e4`waCh)-!~GUbF|+PTwOEth#7gqxk3()Li=Iu?7VE1aLBrg zFMWYt>W`S$6RVdhtU9@7DDaQ<5Mg=x{;Ys7jF0rM&Q1%M6j7(xM=4tDe}v)x+Od8j z4E$aByB+lB@HYl~nDIA;{SG{DpyxrK|KN`ANZzb{1@S`|_D3*3uCe?5N-|Lj>R*({ zn)#EZ>Fl6=9w~{GJ@}FjjlP{l)L~ zxCIKEF9E%1kLx-$KH7UV1TgAW2+;sHe|JYC;>l*`~-$`f%`J=sVkd!s^ zF-_q5*r2wgU(U#mu-}LMHwFXwBvXiCi=A;xUB;51MOi$bJ-)=Mdc8mke&@6 zL$yw5ra^v0eQfwTb>o!!{ZKz4e;ZZ)GpLGH2m3{R5{7yj;|*a>-^SjSLFE=RfnREG zeOkL&r-A3=O;+=EjEl&H`P;<$APo5y`P(crdXGdWdB_*2@68)FD}z_aK3~55r*{@)+dCO2aW?t2k8u30Q~pbxaVZS^2iF%2$J723 zVOT#Qe+;wrB4N-M&d;7_>o11sey?EbG2cHEE;sUcz4fA5mcbt#@HdqIR$)_iv2u*m zOg3Ka!b9Ua7(=x$em_94mGBeh zvwJ2J8YU@A_OR{F#CaD!UGMl=a-DemZBMklwygArc!Tm`nB^0~@O=#&Z+o9(b_XLq zgTJ7CY#;0SNbSpgId)%gdv>n5uw1yd~V^Am>nPw3BVygB4gg!z8*j)z(Drd#In__yOjwQP8ZCFmRFOPKGU zvG%njpJ46&_5SC);Qxluo`W||KdE}d3FLwDBh2sb5$5)@v*XK?b2e_}`xiTdI)^Ux zh=lqB=MT}ZIP7viOIn@eMHtRsQGOwde~gQ-2nG2J70ZjTf)~xt+Ufr>1R>eyryZ=B z%J(-y8f;wSb2{_&&aQq^Gpo8Dfb|l_(_Oj^)_#xkARZw<46}Sm80;18VOPj&+p6ET zKtIZVS47eR+loE1ugG6_6;}H7k^2Jq8R_5E+)@2cOE}PjI8@iU>Q6xt=+9Kl4`J~C zfq!F&=eQoDcF4yV4+!)6C^V?cGJC21AaA5UH2d>RmCK^_9>%B8J6eiw&V<4F7sgw{ zVE@R^?n$5aDwO&FJs3X;1AjOlVTkY4KdiRju9D+m@5s*{sc97kk80Ta)&hpv{RoEd zkpDBB%y4ig|6|2z67{rx-b0wxdwUM_T)tu236LM!-=3=)>ssFzK>dsB;k}Og;{*lj zkniw(VDClcuMe8~$dSFA5se|G-DFnupnK$v~MN3idbVNB1~etf@S-`y&! z$U{dIK9T+zE+c(1+(_|eU+J4IFHYP8ePR6G-$i5l8A}(S5AA_4(2x2f4EjX--+yuA zY0J|EVBZ+O2!p)QKMzP+Na_V&=KC`TdL9`vUF8N~l>dSBX8*CC=U{%6*MZ85xAR9j zKs?6z!$OtfQj+X>{tesv(NV64I`EJCC4`}VNBtd~zj?hyvJ4;Z;GLU_*Lv>Y`Z?I> z-)r!pKwkeG>i+v#mp5u~{|f0nbRfpLNbdyf5B!5=_7eZ$<5NAlj2sB|gZd^6`3C7_ z?ezZ~0)|W2^OH|mg_@3r^)t#d+@jPp=b-@jLw^moRPWt$@E*ulD36GF63-{DOyl?W zB9;cKWohk)^#VR0k*d)qzb^smE7V^^lbpc-dpn57)c!7Qo7A1HaQ=nk9sacV)xkp1 z_tCMPFh8F>5@_VMv`ZnZFECyb2K{0@APmo=d>Cfuu?&0Bd`A+MT(5OI4)1%Qe2#qh zB#>Fv2K=JE9KAT~@sc8Ss9!OD9R2-k-4oRxJl-EuJzTKHAzm_s=sl)xXK_2{8a$8m zA6sBr(zb0Q?7v`qI+k5*e1EAi=zEaZzX;1U(fEY<`9EQ}Uq$2L^YA@E!u73rR~#Ea z9*85g2I+p!tpNK*c|^`Qe|YX=1+X^*@qC2gzBjICS^KR2(|-xY|H$x=%g?(0g8YQ> zDKh=UlDi$0p#H=9kucXcYfoYHTt1muIMW#X73qr_*K>RKMjP-?w1=pGBZGD(=)nFV zwO{IOu4cU-{Eym&{bmTy7Q%ii$}g(%>Cs20`@(o`Vtxoiy@&ov7~&Q3&v3-Q&-454 zY&>=zc-+z~dclkU&=1mc{FruZ&w>iz7wzNthc|w8jf!B;!^HES(B6}>ZOdLsA=%Rj zU1Jkhm0h4O?0@3<;^~X0m-BkzMAd|_k)1{V=ZyAs;#(i39(RxP^?mf{g6n#gow+>| zhW#A$=V&v-v>$mkyq<~n8E%qo7Yp|}klvU+A02D981wuUV|M=AZ znw;X@-_O8&Kp6U?K4M-^uSj-j zQjDPUm6Oh6j%s%w$@ha#Zg89In;a&yo$Tl2(d!oyp2ooQSPv40^$5~`GDW6(Ousmo zAMNer`wk5sANB)``G?^Wnx8P}3;mri)DJXX+roL83SK;3#me@!9)IyO$Op%Z-MRDp zw&(ze*SJ4Q81#Yu!rG%r->m%z@k zU;RqSRjx{GPqBz0exUs0*1Nhkz7g%uV|R zK?zT?-E!mMJ*5U3FTu#VR_C}h$P4wIV77hv%J&E1{w?}Xg42bbUYRanuXvt9n4cdK z=JA^__g{wD{Tafre}MESeCi{N+GHTb?pK@|Y2~+~X%WP$E@J)}rte`32*dgn?UiA6 z9!D7HMSEeG&39_X+KDpb^m)B~YU^>6#U{brzY}GAMqPDS$)8W0GSp7cRS)Ei@=J7d zzh}PdE9670hY9oj(ZtM`bywbegZdijBh2fI(|*0L8oyEodqR6V{oLC*_}F{){{@0G z9sON{PIiR(P#(BjNUhXi5!46he`no}_3f_S zk?a5L+th{DpG5z+gU=HN{&4(rfu*(i3UTl}>f_uViD5(Uh`uL_@#WlsrV-hTzCyi= z_IKXbV4Sx}0-V3$e1yTi(BIA5$9H%h^`ES>DB4i5M%6~bL~IX)L7u3OdZ*EW3#KNn0(IETk?vX{nF;zMFKA z-=|NjwvGDHFc8*bI6uQ|{dIBJlvi5!^uazRi}g(y*00!~wR;eKgq60CJzw0>FQrR* z1=thX&&6M>463&+1pmZ%%rN6WeP*&mLT}OgpX0>y5$5)hetK)SE_>nuqd%uV$_m~! zaW~W}Uf3To@Z|6-yPZqVOT#PzSOzp z>ATU@AaAT6FD>Xbbxf8ve}Cz6Cxxi~$wxt-*q<=OAHo`w*WNgHj@LVvExT*ByW{`}>&lkOVCMDh53W!9728=EG8 zKViHk%-4qu)A#%ZSG#)epS|%XkDphqq-NOP{jB(&WFuAbg{bm+04;GgJkSFe6(sc_K%`$G9#t=-=L$U_~77l<=u?tVQ{ zn+pDq`pitIbMZH9F_&9rey zXs}z{}Q+@ID{P^M+8~d+JL zdmlIPBz*4>c3j~nAPn+!`x`@iMfz{1^xaZ#`?|m zIC3*zFW<8byQ&wt9_UB@@3oAn`#8Q0-cLt-e{|vQjax#%->^O>4C^Ioe{G|keqjsP zAIkeaV(5?dK$xHZ-2d8f$?bH}_n-0k2lCBxP6Sct9BZo7(5^c_-{YncpYL+c2;7T%@R8L;2*z)DBHG{093isQ>)YA(Ip* zxP!gp{t{t+-zWd$ho8caSK0SZ1o^+`HqOl3AXiNE6-ZyZcxnGF9$yO<+CK1C=?DIg z^A)Uo7~r!>nZGYma3<0q%Q#D#?H?ATHccqmVZ#3ZOHio3bo)%H2@oGJJ{5lORL{=o z4e=NK<)QlO@vgz5{V5!uFzAzT#+?GQ#y%il?G$_(-2H-caV6Uk^A>ruM|R zcNLeKVZBJ>m0rJR={*bL7t&W$zD{0d!DHa(9}Mvv?T6aoeFuELsHS7D!ZJOO2aZn| z@*}nXI^U^$%?z-A9Pg2`vRk|JCZ6vejoiNBkNY_N3?CJ5H zlsO+Kr7Kyo=kHz6_AvSe@eRi-&Rm()d~y@$2jh2f!`&3;`n5b>mwa~F7N6wL>w}W7 z56?Q;i|$V$zfXq+4g90f5#)jLdKzb|Kg)kOocCh;Gl|>7H=0?gPN4aoDQK092vLXi zB(-m!x<=M|G1xz@AD%r>I$Hj_6Z@W|;Mvo0M+5)Jvj2Y(Jo|Pz!@tl5=tKW3l|B;V zZj}c2CGq}usm!)!Z@)JnKWaDC9d+op8_<^_mUk&)@K=l%46}SvdL@1Aktt`v9?%~N z^ZOQrc|Llcxo4nS<5{`KL_fnUUOsOfCb9bEayZ|{`N{^@tkbU(jgRsw^SOR@bJjYL z$3Gb28Oo<@>-A$Q<9>tw(Z0)0FKmj~Xbt?LzRGSabnW!~6F+}1Yklc9FiimbWB>96 z5sU1cm0|w}<8S%)dwsgSsRn<-d_b7*9})(AV?ECB0ybXoy>W(%TcDmr`za^P_LD1y z4e9(eb`H<~6$Zky4Usc|eyoowmX&rn;XV}XAD^#S`Dt75-CK~q(Vhvz|AkQdss8CW-)Ad70DGeG?grkh-+YG0&nm*~ z{aC^v57ck9#r@9-Cl-SIQUBGh&L#05Yv6rNBQZUMrPz9@`cJ!j{Q+;_59h1xWf^^a zlNH>jBRsis@@P+6i1#Ru+GEP?E_)++y;57adrxZKS*W+D9Wh^@yfFOy#qaH1&=1o0 z;#I!ojvi~cebtqY?|=GucbdL?y#Eyebi2}8U`eKE}P!^`h=Gddg$ zpR*uwPU`5 zKV$v+`jNcKu3FLkCe-)qr_L%(>%X)A9}>Lr*wHQGZC|dxH>Wqw95rGGuV3B>y(>(v zK#7QS>w7`_GM&js;y=KOFRf_D>k}hw-CvWAK7M4~lqvY0OFV3wpenpO+Da z=TUx*wRUcIdi93$8N^N9vtH>McjfXS4EBQKH-*MN$rJv^$7@Pd+>)O21LntgMi|CN zc{QE&>M&lh9@=sI=9QDj?z_DL*4LMQL3)fIFS?N?eSLVh9~D|DBQ$mj9#efka;pOfxDzna*d2}3+U zdI>|kMtT`$?@NEsn|06KY%}bCV1D?p_*QL_QyAzEpZ~CD!1w#X_7G1Fh{q=k`q%y& zL;a2Ufc5W2`Xvna15n?D+4tlGtUrA(Q}AK`f&8=87LYutf9#i&YJ%T9UVkWQgE8D{6NAEzEZ{k-lo=o8yN zZtRe3T(kh@$MZJA+#VRF@2d(vmhK4;TM`fYLj8VHKUmf+*Z}Mg*K>s7dpwwLKAC=e zdUK*b(1-FP4E~Apw+^lHP&BB5`)Gux8=V@k`Zdr0txneSRt9zB=i#5H=DxLhTBkCE z#v`npME3ak(&0;!Lq73%{6*eighRs(;0O2P81|+2oe0DJ=18%=89qMzY2X8pcih4l~0@9X_T$?LSgfj-f`34^?_UL(xw*RK^z zmo~H|fq$Yue;XBgxc$gr@F%RtzD=3-t8)KK_#P(8lQ1-*e|&TGa*}<23G4&UU)rRO zsprN^13ei32=n;T)@9A!EA!hVkJ9sPmQT)%JXHz$+as12VelW!KZL$}y_O-ad~fH6K0hV?CuM;PuSp#HwQ z-EY(FDFAtDiuolB`wbXx2=jdM{p`py`)6PLzZjlJ`hG~PDOQRp0e(=QKcwVRKP+>D zc!>5uSg|Y7^JBi?zf;3=;XD%Q|B*B1(`fS#kbe@z^br34+S&Ud?fN!Xk1QGi^WpRD zTRwW6nB>mo`?LJvb@#S>&>!;qt4GwLyY9Y_KQzSS|MJ*XZ4x^i><{l#{@SSG?mRS0 zg1!eS__cRyy?5GHzW)97CPe<6nZ2q@3r)}4-5 zzZCL#_1kY~v;B(k5Pwl$zYlNKUv=uDtd4}0n7%&-$9GLqmk0V$e}9}N?Z5Z9h1Yj~ zoUKNTxc(dL3+;h0^v8ObFvNcxpD;iFW&PQG1J*y9`1!N*P}`)#fuL`i|FY8)sScw5 zyQ1-`zu&a&@eJk@%U>v=ty45R$_eBzwr7Un{UY)6LW%8Fr)NGlhx$`2FQLTwsp_XM zrL*%8p=9@dOB~D1;XVnrOBxMUdSE6A^_$qfgoK%W2_-iiIq5VriJk9oO!Sx6^)tPtnVR&AAUc%a8zZJ(< z@a(=?eVGS)|3;`#XgXBx(Kp4DM6cqgXJ1eDn*{vee2UKBRQ$F&vh{&baihnmCyO?K zd{JMD+pQuM0;0gakUz!ml@VJ_e7Jpgh`H8lCdOB}*Gt|duKT03JPd3XI-N!)xQeN<4WLl>M+@F;Nf|444+N9m4d$zD|vLp($NRHrpKt&_V1@f7V@HErOd1zx%!Z={zn z@QeLBJs)E;YS~H1pU8jbZf0Kv$&npv>G{q*Y>&QA-3IoD&v))`k!IyTfc<}lu=5DX zV#VxWcz*!xr?Z!d+_#udtlk!OJ~nlT`QW!uKWK>cPZ;JGug_UK^cUxQhIu@p{%rqG z*twzk>CuOWVSfzi?=qyT+yd2Tpif-y3JHTh;drcl7RkFyv_o;vS+7|=BJA=&D=SfZ zDa?=Z?(*P=#`%E}EFVKVV)~vL!z>>PyR@%sl39_>{fA-to(yZ}^6nbmtQXhw9oxSb zc8wV(+kL<$@Hf;~*V2aB!xj1~J|zCSDJ(s_(CiiPC$0~K-THnnNDUYS`V!Zd!fpfZ z%($a1+RsIM>Sk&@ZT)~x5U())69#`p{jhf0{}2+ErSmRfH?!jZt_1w#`Lw&+Rp02* z3&Gy;`R=jRNjD;kAzz8>6Jd|3+5-b4W0f<>AA1gRZON9`WBXUap2If&v@XnI>luty>sD;(YLE)`tCQG1dZ~YX9#o(L{c%3EzBg){ydQ%-pnMpn`$$5y z)XHBeGb_O!sekUa?!F#!kk2qasv!pbqJI*G{P8cQ`-nodha22>CSL&giq|JXwWjGO zR3^rOKhgMz!M>25-t`-TBz&*J`T*^xkHV{Eq2uqf^}3K@*1u2Djiplc)$Dt5!afzr z9)C8i0RKn-AS~-f@t!b@kMlFk@>QQE%aR+F0dPKu@v!fT@XZdYHz8jmJ^jXZ*6zJ2 zk)5Xr`}vp48gxDY>reEb{yLepy_JM8KR!QT&JX=oId9O%KbZYrrEtIt8JYNRqVE&p z^8=;Rw#iL+4Dv#G3{>wtNwbF;#3RDT^ew-xp2psn5Dxqtt){Da2mAr~B@F$=`^T&u z^o8+=+F|{P_C^@|1?gkY5Bfit&hv!oLkCaTCUKqDSL)`6qQ+ULv-b~#>ZiZxd8E{X zzau~D*`ez@^}Px66TZ1O&h64D;1BIpV{}+$^YLFmzn0iu3B!1(AHrb2D1X+@{99vk zJ0FQ^lL}Er$iWq^LVIzz9#g} zB2oNB{&i;WS>Qc!I`})%ud{6T-HxZDAzos>V3_{jTu7Mxzl~7m{+qUL=jQ`I;`4Qe zVLt)w>%Vn97l+6lgLpYytUre7K9!JR+FxTB{1xf{@4$NP%*X4Xen$ETLp?$5kw+#J zc%1;vsh_rIA#Hh#Vg{Nnh!x;4%jMWXjP2ycuH`+Piu zo&N}js612A(`*KN9wO$SVOp;VhxE>PoBT?H(>r9+&`LuS(f@6V_fLdFCmmPP^Be*E z;rK((j1wH5I1uJTeumy2JAB~lNcg@H(mPD{(Y4~Ws&L;N+lLwN(`d1`gZ}6r!@evn zbU*!&y^kjxZjo5sHy{W68{;=&$Ui7=!eBo*9$~iMEF6A$l-+fu&2T=2@trW}pPr|7 zR_{_f`~HYb{!8HSOkSEGVZ^fe>>+%k;?^_D>wpC!Ma88}Zy`!dw8&{#641?WL}8_wPI*_CMX<1It5!K9v91xOu}qd8mOu>5An)_F`O9 zN{9x#zb71fHK%Tjt{d!+AU$J?H%yu|MRXqo?VsVZti9dtm3@UO#B1bdT*iaah$W)? z3+R7@AwHwL2!p@j_!GulH_?}z2KOhCzX_Y{M#*Nr;rksEqB`xk_Hq!=kM=%sd2yI= zx3TQ~BjLoV-m+d-q&wD2rHT2OBq9C!jofaCXGjlW*zdyeC#|`w8Zt8z;)VD;PdF*a z*tmM>br_%eM^2fQ_Usqbuhd^~ZS6K?d+;Bee{vVU&y5$V!9TG7z6Q>kCAtp+Q%hFcs*vce{n|C(EB`|P1PIeHaGY?JdgG;)ve~giy!{5@3RW0`j1|A z`GXqI-&4;!+pevV2YWOV%X8{|L%o$9?D=|dYT187uF5}!{^I>hAz|<@wAZQcpD*m@ z)Pct{8+K(pfaj4u(-h^h$A)20 zkD|X2=JCPoUeTAfR8y$W#rHXcgn?gNZxM!i;a^Pu@4)(lJkZ~%Kg3V;Cx#1%9>TER zM1H5K?f;#lqY3pM+QYPAL#@y2go3{#|I;pampi%22KdAA3A6oh;j}L{zPZk8;Q38r zeG&$JqJI+x`^V?aySzw!l#~ztf#aK-&QpE6svY_xy@YwaPni1;VZL8y?)2e#d3ir} z|3+vY`PH#(mp54#T}oF1y%Wu{LP%!l!B`kpA|7wRptD%5|5SykC% zza`*rsLz=TcTW6VAo_mJKbY@V%-sDU<4B_tyALF^7;~=a<}uOv5cVew{zKSf*Y6nb z47guM*hfOAyN)%`i}qo$wfKvyRT|h2%EMxBl9SVm6o@a>|Ez{)iP;aJ&r~dL3&Jai zAHwi|lgPittqyr#FPU-wvUvL^e1hv9iFUGwSvF6;4Uzc)^*oM0t8{d3!>*UobY3O2 z?0z6ksh=Fzmt{Y#`%6^pAU_~|mX(&ZikhPPivM7UZ)jguuRlJPO$mhjjPzLRmH4e) zodNx^-TIfA_on!#5D$im`LS836*8i{4%YLiADau`#yahdfc*-5-sWD_xzjRwP;cUV zv!`_R_y3j;@d*8mFwf_+opjBAq)9eC>;qW#z_u0J$*Nl!UeKiT(o zZ)iK5rcg}u+G~0}oOtg!=u>>&C?pK~3%H(P?R(jH*q`rDP&@mcKYO0bhqcrH(erk; z|734ovZv>^NgxlDpS^pMTK?35?EO2TecX_?foOtn>0*r_9bx@xi+kA`PuN683d~J0b!{2{p81_3*{to#% z>mInL!SjgcnuNxbyjlwJ8~4u$gZ|JSS-Tg}Gxxd5yB68aT%U9Qtb4cHQxyM}itUjw zoCZ7mjiG*}@v%RgU*LW{^@sS2`eM&VlRYua)<=Zp4iY`{>{=B~d`-ZA&_3s_x}ei; zDY{RB{LS0FKVha{559jezgx?xu`AsmKA?OT>@Vr}IJPr9kNq8WI-d@|)Cuwz`j6v~ zz0EflD)RkI$KdTdQig}|`js&EXUB*mu~n6ud3++w&hVG+ z0`<-jvAhU_zL6i+PWMlRtX+%jnehMSs~*4l=D>&CzntbR(HpgCK8%O)$0=aQN z&=1A~r}V%vE&D|Ki^#uIMdm5vS+-#R=zoNv{zZFp9vwAf`F3Y`f1a@Mn5Oy<{bB!M zwwQir#K7-A?GQh4eCI5c;HKQUKo9coTzc-r4=E`)f582Vg`Je!jy>7L>y3pry>49_ z!2i!ixX}4=T#n;HuvdJ3q0fna>%X=U(34=Z0e2cY12h}tSW$Aqc;o><3 zvv;lhD%U{tFTQA%z0-LL`(CARarx_-vHrt(J+h=%(7F4k{64 zveCUe#1o8XF5j+PJt;i^{0YZ*g@0@LZ^JUMN3>tp>rZbTQ(OrCi1nE3>!jTZ4sKBY zd5GyF4C^D?zcIuU@%vli!j6!ls{`{>shxcdqexqkAeCP+X-|3bDQZHv&4TS z-=B4h`hNYw4o|-S;&$uHs-O>v@zC%RR z9r)e?%FDe&bcA_x3+M~u2Vsy0+7D}|?^y{6!+Hkg@9uDMo4vtmsF&Tv@*oWI5Z{Lr z5{7yV?U!M;U*>+~^3t7V19^Soo?yPf_niU6bEJ2fgm3SA!7sBj)3?X4ye^dWa zBl6wV+u?gxxL>$zK}%JAk?4H`l<%?!#zWrpS;Xs656!4vxv|-tU&7Fi_OZO5_5K`> zd+h#(aCv@wP4R%+V9&_k@{f{I)*p?)8qmKzd#sv%d(SbhPtO5Q=Soi2f%Pq}A3R5& z{PSP;K44EP#PVXeLc;rR4EBZjhT0+D|AXOvKH4jLz7ypi!aV*FmUUqC;rx8R$kQ%M zOGmdE-rq(4@Z51@L`d)*cpmk|@B)$_VeohA|Da}$-L(p+=cqs74AO^ZUhJ^Ih;oS6 zC{Mz$KS%Pyc1aJ0UzJbNG+W2(8PC>+o7bWp;JnKmOaq ztRe32)x)>bGppBNPdJ~Ky3B8@^|#>v2GAb7r(Q_fZ&{$COYPpPB);U?$-{Xw_FvJ# zu|QWi4fZPt4?f=dI8ck9x3549@}l;t>J?i;oghEp_$wzoE`2yxwEuzrM3}ulEL>?) z^X#Wq6Xb8|pLx=E+LY_;djP_f+2a)DN0!6$=x-~F=j~d!)feIe%HO9)%(qUK8^9j5 z#rzWH`^!EnCI7@e{NMW8r+n$Qt&1AMV zI6q;||Ej^8j%^<@6Z{?dUuEBL(mJaQ;sM$NVeo&{|LTJpU4>J(v+r>TS10Tp=Giw0 z;tAH5gh78OkJS$|9{fC-%-6qbtUSGRSBUnHqtLgyDSwq<>9GnfWIh zZ?G?{?-&lHeC0dy!G-1CTj4wa`SHCmcYJ(iF^?au^67vA~$9O^*=*95~LwvybSv$Kgv~kOeXiedNQ2*ihgt>fJJ6qpv8Z~PFaZQNR8v37-~e|CW?y`11QN zqY~!>f7IS=)X=4?3Dn1Uz8$bsf7SV#Jv<%-RPIhK4eSE-C+c^b#k^V1A8v;F5cNkG z;?cjD?gI+9t<7J3ZLkW@XWJeQ8!*IN2=;;eF|1AcAq?ZAzP9}yWbM;kY9%BeJWwF?biv#YD4*cMX+nq#*ghSd_OgK+t3jk zKl{M>6zV7VlH;D$HyWT`#Q4N8tFJ>0_FHRgZ-)7B{*b-%u6vK%DD#lv{VDV3>xuTe zzKZ=l1Tom_^uICO2ORM?hI}Qy&n~3?@crO_Fnd3gwe$NY)F0%H`eDzr`*no5y@lK# zuGqKA0M-vk|1Jk9Z;kO`@@^Dg3G?*Ey>BZN7d-wQnm~>AG;xEc?pQ=vt z-PcQiKf=dn%lWm0`aPsn#DkNwBL9q^SM|uym z9MoB}ZGeg<^$$~(`m?)I^nJ>iVtN^7{liR_9k}-DG292h`NC|Pd>qcUf_%{5!d$K$ zRatTsQpQEbK$Q(r~RP@K+rFU{{amM}1wu zA8@>bGbgW*ZfuABGF*=wT$8ml^ZZr?cAjzYP(#!W{qrD?xnlYWgZ)hW8w0&~-bL;F z{_ersCV$H6h4QZ{9~``6+3m_a(Rmie`$PQ(MQ3RWdA)dONWg|~1+MJAe$*-wFb4EaCwA=X!4 zn9JUO5E2IAp}fM?p6iS{W&!qw`I}*Oe}OQ_6a9fO*dxvtzHsb^z(L!2eHnhN^Uc!+ z1rT45f5Jc??vD~y9!T*tqKEc^dvS^&U!*5O_vvMO^)^_~;P?!)^YMt8*7hpbjo`e8 z+E*PISYlKIo)xDD$3HnC)ADLw#?-5%8{ytJ{A4gR@E!N7+0DU9 zIBMC#eg@8WG;2=bid&l$Y)HOG??iTrnDqtLV|d;~81gIH*U|c4E=ID$A^)Ph2}3*5 zb4>4RrNqfoydFGuc#MmC*DQE{L;OCe@L1jIu!-hJz@E_F3G@1mFx0o`Kaq#+TAI<~`x;RjU|SbT}Dw)yrh`VZ7Mn7^aHt~zTtE*LP@Z-l|Vk>8lE zE}F-65@A17{JkJyjMkrFgU=cA=VQ!FYDeiGf%6QMFT*Q|-WacCFWsY@p}t1`V>ZTz zc-BjRyfEJr27RHtV~!+`KON2ge_R-o;?+2AYC6O-ZL$0agFWN=g0-Kf{7o42iS|Mm z;wR<)oy zTeUboAyNSHLw@2ntY81(tnz~EH(@}x=SgEWLOaTzFz|!+lQ2VlQsvZ#{QQeB-(NTt+10S!{{iR| z<&kLYSU%s?7X1H&Sl)!;{}R0Z#>#cHo=coAH#yU=5b6W84~E(OLxxk>_=O{`Z2CNe zeJ@>@NVpHtn^-t4qu;Oq9-kSe?xaMil5h{~9p#(&>YMXTS1q2OPaEiZwEYn6 zcVhc#$H7Of)JC!Y7Zsik`cmvXViceMbYy_;t!LrDKkDb~?L#GdH>}|PLRjuO(RWVG zN#?Pot8@?I=bRv*TVIPrct0EUcRpIJqVvTHIr@H@kTB>6^^v4BIwa@yVxBJvgZ`1; zq~o?D7CXF#cu)PaUj=GA*2DLpFn=W7^yu84G^(Qq(VMJoZ1?#6NAM4f2g$CbGn7t# zgZcvXnY_=hHY%<=#6KLLVK#p9;~j<0iw!_txE>%3{W1PBTtfLO`R$$?-Q~Raes}V( z;r)N!apUiUT$s^g>y^82p?<*UFU)uDWh6fl;x*bQVbB-Kn=tGrqkX4XkLsL$Esw_& zhF22(gu&jBpOoY7Z)P;jRBo2U^8$wBCB*+{C1kjs>VJlp{~yfiqm;`%Bcua^`Fbbi zXaA++5A>6im+}7!rxpp^#FaNeWiUn zx=W*cDa0Fm{$kh7i^C&C@9SZ_ycm4MqOeaB#5Y_Y5eEB3{Sk)qAHwCy%`HVExV@zt zzVXUz&4B!m^QB*be=>hC9qL1zFa7J))FB18K|a`?vE+PEsjuk#1^tO(`oA0@;s5nt zUf9>gs0!AvIDf`=k5vcOWymKI{}~aklNxFb;r_x*v3@cdrK38Y@5=W>F72s__qKiy z`Wq;2XPD7*c}`{UsE}-+2jzMBVSD2AgWeDyF@6)~>*p&PE&V6--v{d%%s*Eab+`2l znFR90d`B4SEwuM5$1luv3VaFj#qkJ3{fY9qa@*DONKXqT_I}cpM$;|+##THZT@B8? znrT0ruP3g?%XTtfdj;e(Ma&Oj(1*d_80sxt53}~!L@!~8SE&EYDYmC-b&3=sWyJsA zBP0y|mm(gIFq~iR`3E=C`7i6Qh5uj7o`?M={lEKzJcs{{fq#r=Z2l;UA8fusBu~N+ zKZ#zG{(TO9i1;54(JFf>(--*Jfa4P`m9Y66%RAuzc?vVJ9r7o}!_0!X&F<%Xxc?I7 z{*sm8A@_CVP4EY_->jQW6OAs%g1j-_!I!NpTOQp6dhooCF!xu&T;Hrck?fzf)Auxl z*9yvuJ!%}lo^ZbF-VTdOiyDAFw4dvK0hzt()L?yu_IiEy>4+rB5N@B@OPYjmF4j$(Kf#)xpWo0b zx!BoWpV!kjW+_~sf3zRuUmX92!=Q0Hev0e77pshICVZ0rJ58ik$Jcyf^s_hx#AwBWJ>#gIniE^8M(X&DOK^nyq;KlJn5g z#%g{z-yg~;ogulW_BiMp<6Un2Qt6tdqVLxreYwfgtq+gB!q=asxa+c2kqldr`#y5u9`%ZU_*4c0B zl>_@NINse8c1LF|mxuEx^k;@yJS7bAm--h4YqfX1$=9QIiywBeAKoa}o9y*obkXgH zqufD0sDHvB52Wv2Oec@(3ekOh#P_Ec%M0d}%TA;58FpmYe!`>$#~b1MyQr`GS869* zojnfXE6S5F*f+L6=w!PkB|Qe};oIW)!SHlwlzZ&Y!5BJ|$fAf5td|{<^e*LvM_S_VHqQ5{C0&j8BB&{u7P=!XW9a zLmR9Q(0}p~^ZZO0);lzQlf2gQuqCjchxJ7M+xY13pGEK2puFWcs4|#TIax~}*TrJ&gD`ww%e!@tB-QO-! z-83gQeJR9$9KXnFTj{^qo?b3F% zo+T_*M)W@#8~ek0o(ZfMP+pG?PSdZt9R~Ff;Rna8+l)o`+i?CzP2I1L@caPr0qK7{ zX766*DQ~%c9vfTF$h#~0KU3^a7~&7%MHc^EdiqO_t$&IoN2kVU(9(=3~J@cus96JZ!1 z?U8WD4C1#WuuoCwqqkr`c-~YJ9JKhBt|sUg?VT|2kN!az;w{=kNxGv~(PGhg>A!d+ zqrX)qb!XEGZm&8Z9Z+KXvCll0g$H&!0rrmd#j{rqnz^bM;XDwZ zCk*mJ`IgGoYQ@-pR`jL$OZ)%yQ$9FU@e=t{smH1E=V~f&UWoLS`W9rY+m{97p}b4i z`5XFX>w$dGzDf^2N`5k~KaY>4H;Uw2f>ywJJjMsYa6btBl`uaKF1=?l!mUFU*emMe zxpR=yj}*~;1GJClXZjndd;bA?aDDo`VNLg_*%3URl_@H9J$Ys<#2@6hZ0{4d4R>AO zJR9jRyE5VE#SM3Wf2<$Nik8>iIeHi9$9zGU*B|9hyVp6tPvq@{;XDiTFKc(9`3Qsl zQ6A-$=Y8c}W`H~}zcS3e$3PhF-=jP#dWJpE-F=Gca_Oa!8|5w&KUHbh?$$bv=IdX=@I0=!s!Dwq7smN23?hH3?(P*bXLu)|2ldS` zvyW=?df&~# zX|GzA6_o<~VEn56?@CdR1?TvEv|6*NBb@yAaDOMv>+{-a1wZ0X>4Co>eT2Ec)XwN% zk~dfMejCb*Fw~FKe}&hT;sZw^9~g@DTl>*YTEZX($$aXUX1hApUYJ% z{nQ8Q?SW!?2t)mWrBm*`pgSY~KU~53V>|GR_Vm(ucUtuMR@hI* z`1CR^VEp=7g?#_FK|Zth^?k>HU-XxT*&$ZbJ|#=dC;MyI8FlWhS^}I8p?(`K>f{Wn zi&C(q^-RNSi*w&H+NGsQzOQ;!blrWVBk+Uu8)3+A$j__o`GGI@W`O>2zE>eVXIy&k z0Q@c&^G_J;5AW|0hWBT&9wiLxWsEPZ{W--S!f-zn<;&V1lYcP0hwy9rQFW#}d%*l? zAFsC-?VI~x5uEoSe$(@zzT*v%{Ug1Eq5eaEBh1$aZ$@?N)_;*Jbu5j=Pe7qpMiQ)T`X^g*OEUIhW7(7z7hs| zM|l#4{S@>s!mvI-`(W+tz7KnzzTYn-4D}!JhxG9Jf{m9#_S^We%c&QAl)=A=AH)!E zFrG9m?`W+*G8W{8@q{qkmqhvqL%hc4n>Om6*?Bz`F#1DN#^k(^eHM^EQ9sS{tAF0v zD*8SO($}n8HvQ>SJyk!_ck_q|mQ}qDv;U_NHjhu&Q8-?~?|(Fp|J+>Inhg5H_|d#R zFUhCxFSuXnESC4X!KdQvr{qBX#r;ackk2rGGCYUsF~YFkL3?AE-RC9@@f+zU4F5lZ z^uHT?Pr*T$!0U&1Gr}YM#!f?M8=X*cRVAH(-W$-7I_j|`mgSr0Uupfi+APn&r`5_GY#Q7Me@2d;n zFJ1KBqO zvw!--{c((!Eo;)ZUFv=q=pTsBBL;b(eNj8u3;G9Pem+N-@0Yg(4(u>A-V9dbC?AH| z`#~*;r$5~&?ctRBf#;Xj;fg2ApBY0vjq8KYWxv+W^*IOi z9O~m+Yhw6`!^gmXasD=={zF`P?UrKqyW1S?mh^f!5#l|yXU0dqzaV-Z<=2*1uI*by+O;kO0_G@kM`Au82Cf^eBbim@%b@s@?H}C#QI^_f${~z?&SYJrtfeR9DfG; zb;xhKR{NQ9&Ex$3eEXsF&4U$=s4#zOj|-X6w^tbCPh8(H+?VnpVW^*Qy~Ens`){oM zD9NWi>6gY8Gtv76C@;eNe2p-ix1xQpb`~GoYuwE>E1&Z9GGU0vXsf>3I2ih|LgfgbJh7fz#pj{G58gB#~xd01p8ZJ`imronNCR3J|##0Kf|!{K%Adp_&;Vb zJw=i>d*y3JSF`(aMUt5%Q!9ogfqjYPQzZE!dg{2PL*)13c^$`zD4!y!(@M`a7%YJJ zAda65Lp>tSH$~D{PM_-XAddNCk#uq6*vh&>KECva%c@?x_QUgHc^Ap3y;yTd^B&my ze&L^vOuqFPz=z9n_pX{3B{a@VukL|A) z$wtQ8{_M{0OBBgo>e;&KZaC~G)ANYIzQy^xNcQ%J2Qz#3f%t^>BKzfr*`?8<`(k4M zEs~Q@dG`5-n&La6SMGMVXEqVIvy z@mCL%mT)OfO-WpT@&>*uN1yh*>>OprG#Iuwh&~#22(5!tgwfub_Xw?amqG@%=rHsUE;E_z$uFVpyz0Ame4XY)4Dv($R>)Xg^k>i{)l;M|3fEIiQ=S<^ zyhnPJY|r|S9@Yo+3HhTm-pQfPN)q%R*Q+eE|C#*vBkaDAK)KfVfm@6W=mWN^Ea>f4 zRi!FT^=W}hT=#w(CbY2qwm>Cex#h+JQ}72!A7St>I3H_g`lyoLwkv&hD2uNG)oDg8 zm5;taK9(Yu2Vsa8xIV)0z7G03)sK?>n--X`_#o({eC2Y=;4R>v#rM-VR>%953*rMF#n?SdB}f}U!9Bh`>J0#1oFi7bpHJP*~F!yd=A&sWwUulb>m{bJ~b)n z@5wnr&}Z>^kU(w7)57qD@@&5-P%EiH-08n+&Yc#Gp} z*!RdZ?!~{yEzp=7=yEioGxW#yt`1k%Tz+0D)JG85yK7{lVmNjAh@4f9` z)Yu*J7jgbB=!zKTL;p$`_W#Il!rVU*27O2Vuy%UigpH?gl>B?ww-IaJKFfgo5b4qE zQMlz?PyzUdjbiy~PMB>DmK$+@r`a~=YRk}# zoc|0{{w?S}qvUMf(-zntA${E=U&PE;Ne23nU)^tZ+Z-_A1FP2vdRUG!)A*YW?c#im zW2y%WdJI)RcB=D6s0X0F^|+>T$8+jV_?`le-)o7z&1;WxIL{R4gMwaBQq40Xih+Lg z*S+G+p2^KS2>FUQ-x3gJ=U)tS{<8j*p9*@rCfupCvjBZU`g?osQ&m5u0{i!WFzm;0 zJ}q0hLDR-5gMMIs!Z6(*6c7e~fc}iNv;0PDMN`qiZX4PDR-hH?Vl;P15vvypv@Xq$ zu%D&@`5MYo>!wZdnZ`cR(<13$#| zZvksRK>AG>{27j?Gj{Kc(}`g)KGLHTUe?#sdpGzC$iTFqnZ%D zAAh#j;}xB#6-DIvw%LNS3gDj*tYAY;7?Irgt`AG4E(0& zQ=L!mm#O0M)1Z^nl)*u1-2Mpje8yn+{>>iOUV*%Ee1iiX;~pzlf_`GWFepBM&VI{U z@JF~_!;UIr)16)_()Zm3hU2|_<1UwSe`cgpFks-4DBu_NH}W3-b6i#c*dMOPDB1G& zTf?;-={~r?sJJlb*Na-Xe~A8~&zQif*i$3G-mrh4$=T^8<+94AG+v+E%Tpc4*MdH0 ziv176^#9EQ!Z07s&)VtyT+rv9rB=D%vU~uIZ#;X%)1hPS{og71^A2dF$rEdP4R#e@C(;xlG`}9`!jW(Kbfuy znb*^K7PnW^@=Twx+3!GK&^{QZ`(J{7UB_;lb^8t1$9}ica)P#eh4TWGXTLX<21A>5 zRNmnJR6tms?oSK)Pt!~M9X(Wm>1+R;?%``KG+;cW-%S3o-Qm=BZZBq?ihkxaAA|e} z^}}rFJmKjj6TyDb{}P7vqrDOae~0$M4GY@A#hLjoGD@CUJ2ZaGsC* zE5eXZ;d;!9^BW)k_zUwHh~;JWJTjpmU=i3i^4ILgm7@ti`S-&G1A3_yUpyrR{sjH^ zfY@~pRqtmgTp<24oJR8xs8GFA*kdF2&jUV3O^FIgV)thS10z5Dt=n^x+rz*F*`*N? zHLyO^w}E$N#%aCthWabgGqCl2eaazU$Y)UAgDR)4KK^?E*emuQ^yP4@Z=4yo&%v6Z zMZUp#;4iTM;Q7fhfzlbU-$H&5UVOwltU#2{p?n5kberPY^#S`HjlkU4z@&G!=zS!d z-@Hv&f6~K|k8k1mY<$D$?=tlLYk@`hu2g5=Rg$|%zbqmiW#z_;zL$m1Thxa}J=~%U z&m;dV7Y12+ScJm+Vo2W*Ta8V|%@aW0D4!uUuBHh`>L4G%^$mGqw)#L;kYXB*H`LVd zz@LNitllOVI#l0zV|7V!x%M9-$f6p*|&r@JsC>y>ZPjsIY-!3y+%j+22Jn{MnLx1u4hJdv*f6UtHJ_v88`WnNKKO%iLCRcCw-F5}W z6W>n}5Qcb<{(vyVE7Tvta36r4AJ9i;(sgO}y&Zv##rvG|b>*jiN)889OO0n@yjJkNLZinJ`)}Fg~ zYmQeY)B_B}{INkS-<#xXbKAVgee4Rjy-DL$Ueex_Hkt*;r7jcf@*tl^elSe+XaU14evFzudTE8D=>JHuKVjfE`UBQZ@52df zgPaWhP8`kd?+Qi_aBmwO76bVJ<|m_H1(km>UJd$*`y0X_AGBY>AV1tcFih_|3kXBK z0@rIN9B$mPm*{)pT=8FwmrPG1@aN(_js%6$?Bym zVLwM$aPdocz$^*6FD4lOSZa`jeiS=D6^w873D$IvfczcjpU@%VMEaB}IeI@&Fkzy_ zd!+@Rf#1|V$t!SFm>WBv5lmP;wa1$FTcDpPj|ou~uO_WD<@KWpv3)*&xU?SPJH|7@ zJYSlSE~C7sT${&Bd+p2D^}j5H@7trk*^e?f*%+S-`h@bZ-&?-+c77&2kNj|u@;tAd zJ01KV&hMa?^V+v%FwZ9(9Omx)=DHT1r*_0JAC6D$aGr+pAl#AazXHOL-(bDZVaw9P z6TcUOypg{Xca%L*JKF^Q3;8q2c)07an@@pXsBe>|E&BUm#dCJvBA9eebNXWAgDTIl zzRfViE2NLLFQWBLdT}B8)Y;__FK|CZ7{Aij?`h*MoVy181Nq@NYQ}FniOaBFbPd7nde6HcrM*l__@;S7ZX}dHB zZ4L8>{Uxq<+NrlQXU2-|TZ+%a1Wr9y1_Tt!f&HRJ&uXayzzx0Ru6X$2$ zS33Ub0_#J4n6X?wHqz?|@E6xJBf2d(T`dIk3+=_l?c^#g=@X!zs9!D%vP%v;=^~v< z{Bl|IcVfTb9iR`$KbPpeVMTv;L;NCqwp}ZE=Qq$l^cOCOxxZkT)wccOGw^^N+LH>>H3^RQq%aH#Aq%%1rW|GO+X+0h`cK&Up&zfW66W<0kKs#tytz9a z{2AIaVP0SH2raIyI$pr*3G@1DJdYi^5BwL#=XvwtzXQtd1AkDT=7ok0etb&<`Xjyb z)|btAF!dzJ+e)0zFiiiCD`1$(k1*G-d2yHjY#DzG@&&X%!f+pt#>aLzpFn=hd)Kw# z_JuljUsf>Rt+_{&Q!(ftu8%P23(9l8aE4;O`d4m`o*GAFG+x@m_djqvPd(f4eUsjB zf9x3%Jt*l@2QGgv?Kh>C=i;FLhxw(~sgAAtJw@+#h|fy}3)JU7+3?{O)IY`NvmB?B zK2ST@JFbsmX73BS%0+j%UdILf1>BTcb+lO z{rM353;GZ5N6(MNfBVYq*ZXgooZ{G>pl`_Ug@#W9S8rX%>urSDd8uGwYQWIT&1#@e zIG&GFRPJ}51KgkbA!k^+B$^}0n{b<`sz zoFV^0|LeDSyR~j*BGflgUW9>O^xq6mB7G(d`hfbw+HVnkezh~Z*7gboeZY9SxMkFZ`z81mVF+F`$f_ToRMWZ$2$K_Gv^+x8SY*W18&dSZL=M-1QpLwX7G`knvw zX4O)~A1WVcz5Z|P*BkCtf$=eZ1ax{F9;iAG?z7@~7h$fy0mn9HjE~v|`55X$Kvtlp z-)33BsE-WO`$mF*H&)FDRQ>t+L_k}|9xgd&VLW_(iJjL5O+xh=G#{s!u(yRA8)&i#Gh(&>F(NScB_LH;oOljaND{CSCXpDw(f5%@Uk zNW=OBcpn($71*{!)y8EK*bC-o4Ab|i1q?I)N|^6=gASS34G0mvKY{v48210T-k{S4 z@kyO~^7=+li?YV-F+QNb*dAhlF81T>ny~^?jml zL_vH)eObC&txZ;N71odQFMW9G>(a(5&i`f8%QT*;-GX*pFJWG9Smq|FZ&w-*_Ja1X zY@c>XZu$(M7w21+{(NiFv=0#fmWt&?81@hLh;z0cJbivQ>^E`#Wr%tH6VhY$(V;yu zzZyy*IV;;oqhcNIP*TXQY z->&de`r}{P3h@o;Uy<8Y>d3+!5Fb6o^b&^s@A&^>sJ9_~teu^A5$5(3wkYJMwvXH2osiMn+HV7vGa9?ng3ncVd}^83ddkRT;IxWYfq{cECczV{8vu& zJDYBO9^wtPUl@~7cH<1U$5j@8Iw)Q(gnSC~Pr`6t3-zD1v+-9s^i*(G)dzZUyj7EH zydCATA>N?=FiiJt1*_(V#jl3%;dW)?)sHxJXZcF-fAl2>T`i__IJnF;R4OuBZ>ED4L7=PEE_C0$pl>eW*VC}io z4l*tppfCDj{UFT!2Ww~bFV@cX@2s7^N6W_J>t9gT%EUBTXn9>VPWeC_XHD@Is* zaDTB*$vyU7+ggcjl4r&A5C;23eh>zGK!39Cte1nAR|T(+Fua8Lz20F(>BRFnV9(fp z{n}No@2y1t&w%?M!U{DM4+(?6Kz~FS_Q$Ai>koE#ZJ@~qZOMM9ya>j}{9}D- z{FwJ1i4ZR^J`sj|1?5E;>KnKo)=uAR5^PX8uzbGTe5eF}Z*bCazhJyNCg8Y#R*Jyl(YuNMH4)uE)kNUIwPpp44oBwU3 zeu3xO3?S~??9Rha@YzO@qB-S6okgwwT3~Oicjxdae z@?`Doyn;Q?;#WhWEhJOanx>~(f4ddiseTb?oVUAoMC!@NI)3;1Lm`YAz#Azw$A*Kdv&lH_-9-X!z`W< z=KS1tOlOGaz-8=vAcActPY#om{|WCOqJ3?vTBN>7%~Ps|^mE&zzGJ_e^oH-9B7e7i zYML=EQV#APBHpe%V^3)9IN%=Y^Y(t9MwE0I#^c@gi6>lIzWsuFHu7(~N7l*l7so)n zLH|IQ=Yxd7{%Aa($d!&iYUDn${`D<+Lp;6t_&c%>4$EITgx|-C);*Ki!#4=@5$TKe z(MeDmaRvM{ju(BkgGGh<|9=Gx zvw9lCtUgRwnf?z(uv4PjCrh6eo?q`YEAz9eRA=A673|CzCRdXB8Tf(x*`+sXSA~5L z_#?uLV&*2M4|=Ihy2_laY*P|F&5@S z|F%bKnMQ3m?GE>MdxQ%I zes;+R`$l`*^Tm5~bIVeQSE!$RbtZfG*RSULW5PTiX6^L<>w>-86(lSl70d0X{9y0P z$>IA}E(H3JKMb?|0AZeQ?^}Ow(5z~8KHt8A+2&muyYu{kF#CRrU|+dMa7Oi6;2-iU zMkTQLjAt4652Qb4_L_XjfxRK$M*haEI2WFKY!l?S$j_L~iBAR|E{E?E;QC{ZOQ&hQ z7Q**9>G^Z%uDX+lfxoBm3-8WSJl6*G8;oBuh#_CV^$}+8s|X0g`OLr1v-6c0;kFfN ziP=z(qISYZ7`^w8=zflYSYKlh1O0g3M;PRV=PRt8 z{%=yi@NqUDjYsdp2=>c$K0ac`dO7+(cfo$8{(q)Uisa`p`_;2D_F0|g{%(KoC{Kgy zqVqxI_x|Yd;fDu|2KgdC_wW4aeOxCAq zvjslc?hBg(j7JCd&RrWk(*xoYjvuF4+@5@>lCM8*R;s?o*!}Q+H?B9%zxLRO;&l)o zaeZ;C$Lu}uHWTE9`WBZn|Cz!JMWw#9zJq$NPWcvh=k=+Bb{}54CaD2GvH!u9A$6Ml z4ZvUH_y@OkdZutLwgZ#@!IV|P(-#w=Khj4S_D9H{gU3F&I7WEz`!Vq`b50&`%7gp| z^@%Xg58~5|&i>F9)xYrh_}kxGKRkN@{+n>ky3}hLp>k@J|HQW!ROwCeg8T#NOX!x8 z@GxQ&&qoPE{(|c{tTrid_Iz9ER^rc*iN{pDc8mu4`-HD_BubFZG znq-j>Rp!wL^78>=dI>{+tA8hn z{?8Tpll0}8RC3K>kT;HZbcVOyr^CCzo-sc@nzU6d@nZtlN5Y{0$bZ7zpA+W#n5@uj zHs0JE>^uDctVR|1&kka^JR_28$ zh>sXQQ#*AkTPF7g?xP^RshaC%9h33~eqer080-`4`K+DYKT5STP48c~4(h>JZ%KWg zEVCyhO0I$Ao%*?a@Q%809^V+I@81a0R>eM;BjLl|XJ;7rjr?Hk?0hNhQL(C`zZ}RH z{RLsZza$L)1?8RgX8o4U7e)UkgX>Gz8Z_4-9ZnE36XzpAhmd zV~x$`PEBXQKJfXBM_N~W?;Yj-;e>*9_N8dieG2S=k zfgk^1h*yNSO^xg}EgPOkdb979^^9M>59|lW&oO;nX>UR!e z$Y0T)o$TFw^~$)>5HIohlLI#f|0pz+PNw-z+8FNK=QbABi}@a5pqHMpX1fC zW>ygRbJVX>DyNV2o!N`a(7nLd~e>nko(uu-75B1OvwR#!TC>r-j*0tHyz$rME`JRTNigNbp!Z5 z1GY2#h~#tTw|(D5lWu`O#rTjHUNhO^-8`@d?4NhIVNpq%KEywq|7`b~YKcLvP(MZf zpEbU4P4$Hd$OrZPY@Dq`wu9*XD(Zh+XKJFyV1C|`-{sz{rcIKOID9}D0Yj-Nl&qT|V0A^1O}H-BP6Ti51&a$ShN{DxabZmF-KKhk@y zm%XpX%?I3G&-LEz>ECxA@DKI-+-{w;bAchpYw7%cDPHN=Ic3c z5*G7yPYS2!e0G!8R+&H^pBQHM!Oj=T)L!4vm;2N6FK*2mIDHKG3tUfuY-pSG_B>86 zVSc~8p!40L=`s0S{|ko4bPdxK{a-!ur@;Qo&=?IrxX*(2bwM?9Oo*T8{T5u$g-#~f zC(Ycr|GZ#3`Hsl~(fu#1?-1tk{=$Q^jm9ayGVYRCFS}4zoS9%h9QJQGA7P%4Uihs# zchdP|y#8`=jAHZ+r7p1FMt!_^r*3e5Sw8Rw>ACne!Y=pyaF7S){|vM9b;97kkw1j_ ze&u3&)r0}Ag*5ujtpG@|A&J0@5_f|-*&jW7xG{9H-zDN z9RG4b(ac2mouJQ{j}YeP4VO#ZJ#NHm@cfZ5)YFk)MGCPK+b8Jq_a_-<_p6FD=X6&v zumS&}E4DAfiY&emhV|q8MV2+f?1>#9e>KAXgqgpfcAnoAEiF5(pT7b88R`RJ?%%KI zrllUfZpr0w#a6?7RnQ{XFD8h`zcOLX)DnpY{Cwt0=CDnk>&A2cQfz-acVN^GDRn92 zFJaKP?c(PNLwJfxte)Ru@fj;Et)sXNz%KOK2e}8p%7oVn>OWfW|I^SKh`pI>^|1R0mML}QTGOxdv z6z-f}u}c8?Df%PA{Qb(3X8+T2TSV^zqrP1;4OCrPaT)9h{pYommn|RvgaH4Mf7gnq z*(BYKhx`TOKVh&}r2krb?4nKO(Gu55zZhowq3dHCZ-=cI0^_0nUQcMYl3H93^(DgT zZ)Yi*`~rW2<6m!@6XQ_Z4)UaS#9SXrpE+fjj5Ps!#Pt!D{zUz6^qbY`#`SX&d&u5z z40sS@H>4-<6XW5HDIw1;dOYR#t!`|+tdyrZ7x;npMi}BT`imP!3l{oFe&PAkjaIjz zHgkHw`zmNpW%5@8v@NS88c09Nls=tp^)7_`0OLL3j*Do0gu!1Se;H=?s|ka>(D*nW z_yeS;Z2sFnGb%2Dyii}tqV9|taH&!%iPm3s?eLs+H;ciZXne%LU+Rw-{5OtQ-gm#! zp@o;_Eg2rzGQ8Ml8GD~!aPwx)N_~SLuzr-stu7k9j)xX-|9DH=@^#_RN8k_a#P&rP z=Ew7I*8YL=b;4X8gyre~IRv-*YTGZqo2=^J0rl~gpPAB1xn67 zoir<~I-?chDdB?CJKBr>3rzt%9@k#{t5Q4eBpoEuWcgeD`KHWadl3)Gmo!AlR=a1 zukr7l3K(YZa}kDm5XLv*HRUC8tNq#c00hFSMMe1o`@;KTD8DLuX`eXxzd%3Auj)p( z`D%Y2L;Vcxr+VNFcfD;<{QfavsK+9G)zcNGD=94p`QUifH*QQ^T-g`KLwjQQ6zhMt zGW1#GNFI;xN>3V95g_{iPvkdYem{$~v-5|$UcPGfSGI6@+|yq&}N`m@1^5g!f?HNm6oK`)>`Xg3(M*N_5&OgH3U)*0^`X=Vr zN?0$-^ZvdQd*Tnwgm{enzyE3d&JE!+;CbYC&G4O3hf?qH^8|+dX@0`|eL{wtiC;DD zo-dcUx4?Z19G@`fH({txAb)GtEc>*4lfnPmQ|%^}_N)hfB7bU*2bNCv9?8B>B&hi@ zeCsN`vB1CIV*4hn=u7^TFt0x|%={0-?0lRsujf4YeK&1+!F0%9&_5Ff{@{98JIhaM zH4;^J$am-G@q{^l3G@7b^`A@fs2%ok`=zd%BBeqeoq zwd+&8i!gjI3+E>c{G;)VCTEPe@*MO9^ZPo);BS$Cb++-BL)^N9{v*A0j&@sfhF(@; z_t)#rHh#Hi=fU-@uBm(CZYRi7>=>%YQICZ(;4MUh-uBw2h`A2YG$|NnNMv zNk`_$G5vpbJbC(qv?e(JLjV1&X6{$5-A^>~!;yY4sN`<>N={1oYBIFq$oJ$NsBOBK$ukw5R1 zJ#L*&djtB5=huW`eJJnuD}EaIuQ>)7*Te7~8t?t-hrgOsME6N?zd;z@r=kAX&i(fX zi*=GePi&UcApU=Fc~qf$VJ3`^^n8de?Bg$A$?sDz%BsIFxr|-EMLN)Z%7YocP4uw4EYzX zhcMVL+84v@JpJRC36Hm!hr;-{o{zuQ{Cs^o5d1OLlNo03GZO~?iTcXg_YuE8DL&BY zqw2!ATN@S_a)f;uYcBCh#x4AFOOqJmIvQ~{07HsQu+{~zUKh< zZ%ud9&%p7T?Wca4GPau6mz!_DSijL>9qezAA76)N zPRvUa-3P|!za~#P7F>87#rlHZeP0&{6l)aRlb(hpZ=WZ8{eMkTJ)>S`d@qf z--%OY9Uxxfcr6-V62q$}Kz$4SEn$c!I6q;?k1!s$bUl7zTE!-?7o?xzbk=V0%G&bH zQC|OOLCpEpGU#zZ_Q;Jq-VuiNqkR*Gd;#-K!U`$0KKA_Ce=)2F*U!eI|6>%e@#@%m z&)t;@K06TJAIJ57Uo+xY`8iv#C%iB7T{yf))4oc6pNC;b8o$->aQ8Bo-CRFf=X$7U zz0-txJ;r~A7Z5*Nb326hj!Xr4;(V<&3Z*R$mmuB|{+U@`QY-pC+f1=Nwju`kP5&>3 z_2GVx+JXNV{|NK?`w#nZ)j{7L@%^=>{{Kb8&q9XbQvcb8o+o}aKv zh-AipG5FIR|HYsmXy2^=Vxo^Q?6)vqVB@p*F5qKW;-#&a!)VX2=iu)!KKyN)Qk`%03FsBmFO+ayGVAv`Z-`f7esfIufKZ}w(}JG)6Ci$y z*C*_-CP&r1W-*NKB^sY$&?oKxVz3`^d}8h3e{jAINh@Lp6;-o(l2EEgbx!2hL^$6Q z`!Au?p!ZwvmR|>X;e1jPTdZ?dRN!H`f$NH_gT8}3iuuDZ&?n{x z!~g3)w883U)dR@?jKuUxBZmAz|Gyagf!O~EsU7$$mKVd|UB&!l82&$s<~y=VU-fD| z*gMfvm~~S6=T*qZ2tQVNmAg@g?FWU@&xhu#Z9C55olv@Q$(~V7I`T(|9}Fkad@@pQ z=HbJIOy7kvz3rA9krSOqA-`m_*P2RfeGBoUpLjilIXyDw4W?yD-N0VO`X-dAQ#I&3 zJsAGKSsYJU6Pnhy0p@Ndxgqp$i z+};#)5=_*-=)nBqd{Rgl^bzT0?fiM{5BiPtD)gP;`zJ+)`9q;%k2%^k?^~o(F&+w) zI+b^jun>J80PRm{{H}+7qmx*EB2;o&ddK*w63`=#7eb}Ei%vTj*TDB_aJ@>`damsB zJ`3y}v9kUNCHo$t^FwQ~e3ggq^=z7a6Z{?0qZ~FdZ=-@CyFVmUNy&2fuxcFWBl-&! z!SWOz&oXEi=RZPK+0Ol!h5NJf9bu;w#|}$7n8EsSzD_s7wQ5>QIDa}lnX&w3h&{w( zYDWz6L4I`({cvZWLjbG?^|fOX-Uyyh` zU3Q(?J$im$*ni=8T}mPqo^62t-NXd`iC;bSE0t>AhUyycCzzzp~lwIzSHv-0Y6c`8W$QbC!O$v zdYL$16l%PgICD>*hp>L6SEJ!n+k!G(@JGmR!cc!k{t)K=ob_k%qpQ`mem5NFaQSwf zzWMK`s3tjj-$mF>S?S%E?5A*_4ae*D>~Uu!VGR7=9NJH}zZ1HL#>RpFME|FGa^%j} z&-nScQ1g;b&6ih+5Pzxte)Oz`&3>R?IG!eA&khiu_X4~r(SC)7{EQ2)aDdmNE# zsrQS4`BA?aX7))K_>J`U$Xn8R`(hc8pZI>JkT5(?<6}GYNBQ>n;_B7MU5@j=r=i*N zVfog;50r1uw_|Gcx83Fbqu0RwKawi50i!(-hVOx*|Lt{N`s&aJqW@Dy|3a9Zp9)z! z)ngcj^I@c)wKMx+nEo$G*sFMWTHVGSJYM#CdM4t%<}Bc!nb=-?_Y$0lu=C>ni!je0 zdRxWLZ~dVS`%~mc@ALQU8+Vk+MH9b!7r9@3cPt9@8|{fO)GIMQ5a#|$tJE&QM`4NF z8~p!Wp|*K&TQ}Kwum_a4woUrg{`2PpJ^jV>5r*>sasDeL4E_w`2Vux>kUsW2-FIaD z;rj!qAKF0`7LTSifPJ9-X{UBJ9g?>k zx(_PUm7Ko+vgAC7_b5+Y$)(TSmp%afM*Ans@@42RZfEcN2z9;R+-QxI1$t1Px}k-C zBTuDp{njm7nsP73N^w2upPu?qX}?1L{ZFCZwEXIh<4k${)^jNci2fO;YEAZ~S2D6h zQ%?f;i~6fqXYVq8ixT@DwUDq9i`V+jO}d?%8sL2h>~D}|VkNQQ1nd{lUJb5Wgu7RT z!2S&Fi{VV-pP|umx7>t|;2&{4h6ORf#*L>TKSq8N2LFcgHoRrCc}0R2+usTqX8zo; z;oaX3wpUrcFEsrA2l7*KJ&s}U2bll%8DC(d{r4@%1J~2XAy~;hv7N@A=iVlO^u-)<=1zqt(Mv9qp*I$5wU(UchAH6kUxFP zCD+@|l;H8QZ=1`&NgEG>zM?*x6j>kHn;Q?~A-_$E_sIB6afJHPKbYqyrUTxXD}_9V z{2uMabaHv~S9c?z&s1#B47*`{Psp$*?Jo$!ehu}DwbT87)*s?G%7gXaPwO)c4*i?s zcZBUfg{CpXZbqa;K)!gV^~b5Dz!lm_v$|Kvv|v3o9cxKHEtKjv{z+sF;%iT%yi zbTg2VYX^Sdddyz0eJRnt1KN?FW{rsfa*KPyc`53{0H0aEFMAwe`(5FHrn+7g8%m%* zK0n~wwzT7Z-Vm>F{DH%UdTI{33+*V6fi`>lH))8z&xZOkaK4q{g#{AekFkAFPuU2! z9+x3sbrtiIFvt`86Ndk*!0`#Q^C}@>mFGnNpri?>O9sD%`!;$w9%2{|=^b?G=)k+} zqVN0Rdd;_0X%($_3jP+yH^0$8{<2;uyN@Cy4D}b3kNNW$KU;4j?%yorWpf_HwE_M3 zJi}B^6IzU(GPt4l6PO?8vy`j7zWu%-te>#D)d5HM03J^)5kvgJ`4~R%|1jM*5L)hU ztou`;$?aoE;+$gZ+xK~XHsrg5lcUF87$5x=VQBvcbAL|lFdoj&Fx&48RdrP9RnQCk z5w;IKI8^U$&2V=9ASBHF-_Rejr`}Hw2Y-qDx3bflw7kR{>YCAhV=_H+0wiN>b-M{c=DV*%O7@#A^8%PQls^ZY(FA9Ls}EogZ)PttUen*u>$1vQOr-m;4e=8 z7X$q{|6nKl{*{nD{}|7|Io?P4F15q^(&F2jF9v^)`atbaPeOaJn{595=L~h}+`z!P( zcJYVjj|kWe@}TklEDhMd>7ard;W2|&Kb;V|0r-#hKc;zVX^yKGoVOr9#tzKAyXKZD z(2MpkcB!$->AMvWzmeXtDKbr)LPh^a5-MH~VW^iG{)5$t|I`ltoW{rJLH}rc#6147 z@mTyFTWof>c6XxE9J0T0rZJN>JFEu#Fc!~881g6d*9_D7p>SMmvPtEj8?fI)evCWw z#`)!rQ(Rxil@F<|Illw)1$zEjdfrC!Sr89~;rNKTe8xLhX`Ksx4gMeXi(zBp4`J?4 zSv%VwF-+$>!tv47^7>!%!GGd@hA`;oKN#W*@{ihKev}7$p2e5(Z@d0BP;_AT!-Nwy zs^8Jj?+*WOhR+iQ`4QeFaYfRzBg7-*&xB((F*|#!g1+g9*H0ME7twzZ?%;~&M?%67 zZ|V8EJ;v&*MgQlC`we^VL#etCM!2LFcRP5j#PX3V{GsAuDNlLl!$^O)%j@dxEY81xtEAuJz8&rfo#9UL2` z3+qLFoYeYmfLw#<{chwxVenrV4;^h|Y-ZYDSE27|2p#v{I&Qc2IOM-*pN@wVHxBq9 z3-@=BKEm)k;mQ;B!`lV`#`zo(%YS0{WA_&g&DpSi6Y=^T5d(kF-W}T~&#@fxi2D!1 z&>z=7**-qmuX+H`kNldPzJ6cHUH*QDkTCEc$D924&Gp4oAHx0@>6`r7acKQTKgbtx zy;D^Gj$YQkLf)CqrwD_5(Vw#RK+-3M>HS&Zl<%p3iyw{P_2a2l`(A82^+1~0O@Q-hT<^5IZBAiRME5z3 z#QY-6^I5`tKkejr)ohvEPw+o|#r+Ax_cw9oA4(X(`8>*>FuUI=B+T717YAN>hsKz+edZ^+Q|0@gh4*YpPBRTtqroD1^#`jc)f&ypL+kr@Vxl^ zT}bUPAJQ{3dyeO=)>S|s>eI}|1&wasdcyu1+h@r)m_?P`0)O-`ru!s9YKQtQ(le`@ zUB8cgpTYNPasM!Di+yy7{A!RN+5=&bANHR;#&wQsfG9rU__N(rhr~PU@ckgebU$4< zdt=~n{o6Y^y$rK>J3GQuV*7h@zTb2m)Bki-RwejDl$YDo^SuX75WVk)@t$Gk?+61u zC{NbT{0nQR`v*d|=}s^8$4-TMIQ4IRI$vi^4af)UBkocf-_*B`0F3(X-uubdo1dnt zES6j>mJeZ|7yU28r>K5H819!~{=uGqNB)oDynn}s^EZ?ywF5tq-|jAX(SM9Z{ulLu zFyy~z4}_tfMEx&Y|H}E}!uLya#@l){)#%AoQ2U$=y_SmbkHB9%4ffWk$j@W#x21ZG^DTt>H_qop z*q7G3pp&h<&A4yeo)!%EKYHl?60m1nAHy$+o&}f2kE|Qe1n~>UBh2mJ+qcgwza!2N zPm$l=mC~;}?JDQ~*ZXP9XW#cB>^{HHyJeNv!Mu(jU$hVJpOz^XBiq0~uY*cRf&p}Y%871}y47<^OoG`2p z_q(j!k?eyokK6EyPdk@3-WTW{}TApcnng;+}70r=Ae~zccE~Vy736H|vfC`$zw{_^R~6 zFDuePpO7DmpPEN)mGlSxp?xfFnWv||u@CSU$M@H6_;#Y}WvG`BHZ=MBZjmqCpG5!Q zZ&ft-OrA^LB%MNVD10Q|uCNf`7I`5CB~=UEZr!u?C2W{b>P#T7s= z_75Dn&E{Rp1&p^JOsa;~4jLH$bB2z&DVQt;2lZe5i@r-mtm4t(p5{!aSc`Rx<2E z;G;Hv9!wbgC;A)K&dwK?Jv1RHC(v$C}LY}PblAKim{73$Ve7}=^{Xqm^T+j0Of`Ne zVVIBFi{1~uu4o7Pf%Av<9c{HrZa?rJ^(!644(G%+;9=s^g4;b3;V` zFM<76t?N}V{kS#IkMU>K=|xgCh88@2th#rgeZly3u-`#`tnMA3Q&BTQ={NCX_1dr} zzU$mn;ut>kc;6Fw_g4erml|BD=)+~_^b5a>hxMy{503RCQ%%=T-M4KI)Pm@^ahpSb?bYF~dITG3y1 z6ujXHKOtd=2V?)iiIi_pJM0fJzhF3%?z^z(>HQ5h9@Miip0jrPe-PHr-dAB*)rR=L zxnI@x^zczU{%syoXDwZN0rVHoy9q-+jrO$p%p1!y_g;fMkl&kc`)yoX{}lLv@hob4 zdY=hak-#ssm#EwWw_LB@fcqTikD{JA_>Q=r4fc$9OTzna8tvZTAN0liAk6b8!Z03= zzt!+>@2yqJ5bsc)Tdy6PWUYRY$Jg!F#JEYH3yN3|3 zQ9l`G^##I^uhH`kRW3OSpn)4i-o&)IR}zCR{ka+2y^x^d_2rm)iEE5cS`X52C&h zhV|okyX<0zl+PRw|2K#9?sDk8C$A-e$Io3GpFCR7a1rjKpnmVFb#<@oJ4TVd$0yv~ zFDSmQs0s1`+&>eB^B$BRVYpBA4~G2~>H}-1_g(mSors>@nPwKpGdlsj=pPC5`or#= z>f*4Wqrm=9|Mv6~PMfD11nb5Adm>G1_UUwk|HHuf_U!Z-w=mKT18P=A9J|O>M6t610 zdNUXDbHXNl!#$=afxhGXF&oFtFn3rC^kO`VN$pS~tg46oKgx$;eX_UxL%%4r6sdJ| zlQG_>1<+o}W$g5r+I9^@X+5`&7bM%MssV9^dEo5j!M#^hUGe zuzuvn0sEMCsUiJgzk%yJkXq9{N@E<{XTbFxD0M4v9v%nrrk|KT!mwXN|4JC@_h=8S zKRfR|a8JV3e@qGZZ=^47?DonGrzd>B6t_1^U9Mvxum8r~@6aP^SUJcG>4|H zXP$2yoZFtZV`c=L$Kd|#;I@c;TfELdK85riO6a!SVa_4QKT*FA-G4Q_%X%k>2RJ`r zkoUis)k6;b@YgtNv3h&L`K1`3c_w{QYwMci2y1{!5tq?(du zUb&d_H&w?Yxc1>ySTFKBwM28)t*|&H9kNft@V#VwKK1RGDVN4sbAF`RTsyC!bszi} zK2I3#AN+&izA&yg?ZBBcTW&Zivh#qngdoWWrsg0ITwmJRE^JX5F z4nV*7|7(PV!QL>Qq_=nG@Cr;9o2n*x;tMt}MZ(d&3<@#~V?v=vk%OT*u z@cjF@#k3LA^Y4QHK>a^{F=uJIQ8?%uuJ`zl51qSq4~F~)*TXPu*O%yolJrF&#>|CAZgHfPJ@Z$J;~J7L)Gqdy@G`iJ=oYiIt8 zVS2w#NLZQO$IiSS?tOQ0H{dtwUuK)x0nO(l;C%QF(ofit@_T9rewzNbUG^5)2eku# zh#q_%*7NW9?0o{(|2FAIRTmH%i5W}Wp6l}@x$1e+gHx2#oNYJ ze&qYzob(Q3-bxoj{73oa6b?z)H+(9;Uv^SzxsQ)Y5qw_;={?yRZDV(J2kdXLet&Aa zN=AqAGB7^Ud#YjNio)4lWwVJNxt({t-Ei|esi^%Y1pE)`Xa1PgvHl-VLVX?SWmuA)&wqTpyh9*@80mpriR@uV5nkNi8|V0pf0AJO|_ zW5xU?4E(})MHu9R{AHNgLxJ}10=Xj5|7YTS1!K|%pPr!#{&uo>Jcil*6vA9zFAS_R zYl@xO(U``+P;t#;LqjCQTlDW2TJ4t%QtPF%i1>9;dC9;n`S198E^aXzrr>M@_KN=f zV#c^(13pZJ?@8eEg+4=+R?CR)*P(t9hWW97VR&qhUy|uSFUseV(AZ>4?Mv?8FZYkU zF+Eu? ztF`y9UVMLBY+HEFVPq-TKlPuzVWrvUoAOUd--_o%>yM1;%>7I8x7BaUYWKkTC!W_8 zw+3W({nnG`Cs%bG?zwdCA~C%~U$J}%!};%_|6=$*1^xeGuxGvhV({-6ujqO3C+Hs; zrtdup3CrFgdf9yReM#QV?tfA{>_*qP`h%=48Jb=e+g69QrXf%FsR{-DG~ zIdMp&0KVsi`Q^3aJDyq`eFyKWqCdL!^|ovI>`P+?YZ=bY#eE|K$_20-6$TEm-4!R zpGOhq_e%(K`z8$U10%l(^ZUp*D$i|rwxcumZ)Nq@eYyqeK)#InQq~e4+GoTzNwyy; zcmC!esrv%jQ9lTCeIg9sZ^Zd-sucUJShEfG6PQok?6fqsq`M;I185(FxqhgXGotQVA7;tk7q&tO*sFN?efuL0@$h<>5l=3!ghH}ibG>U?a+*oDhLei(nMK5N$+x_E$m za6H10Un8#Gx4gGSNDSQfMt)Vtba~o5&X4QwUAL@D?l;w8Jf#2b?b6`Bd57Tq3i)+E zp?T5pK{KHp`Fa2M{q*buUpj_R|C$L$_RX7ik3U~CxmhQ4Z7k>q?r#Z${D+GD5yL6u z4+z8e_HjLg;rs{V3t?Cf%BLnmLeRYJDdfYrzK09@XkTo6pqxhZJ<@*Rxi7E<szRoavzqjtu_j8AAuk-VkCo5c???`6w z`&|sP{XAj5KYu#&iDG@nRxZz{0YiMXM{b7v1lRX0Z)5eH+C>mw@VtiMXp#qE&~K#o zxk7-kcFJxT597o0!Rb9)c3ScL==rYCr+(>fg7x6|&yRK*rab5fw4?l=H$1;{{o*p< zFFyam;Op|;8xKG`>Px-W5r56|u3VoPX7RAzNNQ2nQ%-O{0QIFlRdMaT%cbD|Q9du{ zmrvNVpg%uPds)!=&GF-+|FcK>U)~!ty6e4Wpif7vzl0$^;QXxJpX5at_=WOg{h9n2 zX7@eV^Yp!H;md}goLf7c`FZoJDT<4i-Voh?Kzd)zy`xp>;Ry8MdS0hLnO|x*5cCu4 z1%x5rLwzF*>qYt`!z-S*0k76ci?#=7kM4gl$Q$!RYKQ$l@`qt| zUz0GzZ=C;abk(Q@3qQd4{ct?Q5I^w!Z)yj9MEzix=_A9e9?vklk3tyeLw$dnX{O?8 z=nL}1dI`hye*!|nGV{n^6NdPN{+sou?~}3q+&@t})CW-?-q~+gSXJr+_fc@Y@A7<0 zD&B44{^4DIy!F~~=eT^{Pe{y{Ya9pXPblB_Q#)PsyTKc$`5vl(XRD<8EAr}@0z$G@lYabDoV?6Tz$A5s1vYb^`%YCiD%_mlF6Qv=*Z z|F1PdEN{XcPmul-hI%;K!zbN-S4K%b1A9Sw2y_3*+M7wfpW4@`S+v`MzF>Yv81^ri zKNAM~L3yxt_P!{4p5-fqd42Hn8tdwgtCE2~$j>i>hJG)xOZXoiX0SM6bQWOb=NHeR zR=USsJKUrGP5O$H;^PkT{X&!Lo809CMc)rW|3(=2h5n&Aqf6WjnE=S=(4P?I_iYIS zzmT5h<`+xCd;Nm(@cFM(G^~>62Y~(|Jzuv3cAgVq4Dk>3pD>RX472;!-?}FmyvrB_ z{sqS)4Eluj^liXjRfAd6q~d7&Z`My7R$ZC~=U2F%Z}+9E>izT;&k}tt=f9YygoVKR z^u+Qf4E`D86JgjNpnemUPW|_J$melAEfwQOhbmQoeWN_T{|;%7kGKQ$A-#lod~ZFw zvA4lNWzZjNZ~bvm&Lt@T-Z#MUe#G7}lyS<3{1NT%$Gu{??pgb}{j^1AE85ieSJI*P zSqOtXkY0xA`^7@Sus=olwCx}Jq@Z9okH2kS`$+frzCp@@{L9a%LwCa#+=FnBQ;z^RW47yxVTbUvYhZofemU>$QOWUx)Co_uGqxFJh(G_Rem z472)Em4xAoCx%|yOn<5*>=!<5xYG^tKk@lD$C)U9hQVKn^@m~j{*0JjhS~n3N+MWz zcwM#;2v^MSD#@?_&%I-JvHXf*w*O)n>{qPsRg!6+S4Fh?vhV3sNoF3XUTW9@>RC9S zWX|2-yAMJ@AI6E-&u}8f?@TjN zvu=Rzg^Ts4O6rHvvKu$YgFJA2X~kWMhkxy4^^Pj(u;aeFuI>Q&Bfn(ya@RH`&5&%M z@nllJyr>Vzh3`q@__Dc!iUYh1I}WD)3|pi9Rmr}-JGnjbh{6++m+V{L0E6Is*guQ? zU6q`)Vx!hGX^_7-e_x2xoq zzLWnQs|oQ0*Dn{DD-rYN0-V3$^YXGbCBbpsz@7sr9D6Jt^i%Ags^pt%WwVaOvGa#2h3;E^Z8&)WzF&gl zDH!*fbM{&b^vCro47Goe8dnGLSnNNm6s3{}*Zo|<>Je3n!&5?KmR*AW;(WYHF{s9H z)Ky*iLV8}w-Lbu?Ydfb$DOUASoUaquH_B7#vb#x3rz-iw#2=*_15E;3>|y=LFTyMz zs8Sw0>FKb&D?s1H`9hV-h-U)|XLsiIr?PRMvc`ieP%pyutDIhauwd+S7*BkktBNq( zAH?xh3XWE1dP}i-PnF8$g#JIIsz4vnJ_v*S{*SBcj?4M`;_aQvh^C5`N+l^FAw-E# zBBMl^ktmUdqU@1G$tWeVB_brFl<+)>$_izMGL!W?&vVYbUw+Sj@7KMbd(S=Vo_p?i z#Qu_%1OHH8+dcHQ?0Qm-tv3XO*?9?uVZRIOtBqLX_SWPAv=1@xe@rM}4aur^GCrd91b(m4 z=fTh^`}QjpG91z*WuI{Y`a^kZJYKazE-4B0AN$vM)~WvW?dkA6@>ip6TEvW`DUe@4 zdfU6nq_jM}3iP48+b1tN>wmKhzDNEL26ZyBcZ_=1i>ne!)h5$Okxuj59u$-~WxAfCkfoea7+9~iz7>=Vb+sr#Wd z(?<6MeL?y=_2_NxCKCwpIpGsZw>nrI1N}n!J4=LdCKY$kKlI1i=N|SxQCOqKCioNFHt^)%9rLiy1AbRdmx-LadfA2(x%gpnubI@%rfxz#k$%^zZyUc&RPD z-A@{y{&&lE_ok@AdI9O}y2j<3`RB#ZKGN6q>b6cV*BpiWScHGse{`=B{eLd@Z=mit z!(~ttj2G?Spj!vcE1!M2e=zV`HOl_bVc-|?*WgfU&n(wDET1DVXdXIb_&YncU&}C* zqx~9IB<)hT*be+Dj*l?N3+XXzs61{Ix1geyLb66CGKDNa^g6|?>K(rF2An!J^u~-H`*s*pbzOKEKmQ( zC@}6Fr{%5b0OvcX+;LvJq8N3MPd9OY#)v`Q7#|oPSGv{3*9h(tQ-6i$W=;5$1p0>j zGbTKdwTGDf->bm*a*M*gTan;@slO|SVYe<4@?WOQ%=^9n+K2lC)2RJ-!cVt>KBE1Z9@_Qe{Q}YdXQBKE^Yw$7 z)0UKd*@oO6%=`+!H8nj1|192L7MN{Zs~6~A1@?#Wg?W0;f*p#fKrgmuUij(u!tga< zKRBP63ohw74R7G>^@!B#p7{AKyWb$_vAe{waPd88ANgs~wW6!vIe*Yk!Uiga>T|;( zK1TbpnBDzE&%tIee!{7}9nRZm!vBBZ_$=yjWo54N_l*UF;d|6Ki`G%PJ$$@iJ{ISb z1eRKQO~3z$&Qsy|2!p=-Qx5ux^8>5T{FkNW>#KGRqWAYPek07zvj{8)g>|lvb_w`_^jL1bRewqExKug$W6S*3xb|A(V7-g}$?~>*(~r~AVE;H?!eAfh zzbzZD9w@#p`aeYUmzG~z?RD1og7^X3xB76*E8$L1f^ooXXIzEULJ*66GZ24 zkbk`l0r*S-lL0;IuoxO?Uw~{VA zULefvl`uPxB(UqFb9t#v9q2oKKc|P5^e1~h|J$V<>ZyFe3EsCrdD)#*7 z@7_D#UD%&12mT24r+4G8OdCxjSg+uC?31oe_wMHc@tl*Ge}utb;QV60+v|3JSr@*Z zv_J7`#l%cki06@C_SceA_ilX--(&xMWGmc0&V2~}1^eq`xFlkygy=mE?2j;r&3VY$htx3;}WxO=OsK~yvR?-eCPLP+(qvlQvcW5 z4C^OdhI}gW!||@Iq~VcD;4kvS@!f;-`9F55_Mq?kn)U7JY#znq&%V>$=7kJB#p5}` z?EN-D-^e?;s^dl~v{HM0H>H2P*vps4r%qA>4f^Q+0sn;hK^Wp$GQ^&|WN@9PQ(L;XSG@eu}nLw+*+ob`v_^ZAdJ(|)I* zU;ZKg;kK*|H>wU@@=XM(O6Y&7o%Hg^XH$(i3;~6kgC+z0b?Qmb)Lfk)L*k3|@ zBFx^O6);Taodp9*Z6@?8Sqkwfw(o3gwP|%z3jF^OVe69y6>U>sK1Ka^MhyF5XkUcc zd2s<@kpDm5^LW*HlK+%1pLPI0UBvVf2L740eC7C41`9}WHm z_0{=xuFglPqoBXYpMg?wedHbbN_S$o+o*)T`aPh1q;KG;K9RXs?s9)enA_99;Krlh z^qzu#B0mQ%(T}~eb0fU}gZ^ybVXZ%&M@qpyOvUsP271t5Sa~+-H^aM0A6!Ou3>o@v zv)XT>$0gc+Wc{td;LlJ$34=et@wu$Mv2K1^I&BX@_AvR)ns?DKOC>iw^<#$Mv4B<9P1D2IZDf3MTMQm6AW_pn;ZK!7V?W&e^9v8 zjB!4D?X_b*W#RM)&9Wnn8qFe917~Cl?Ibtu520zq4ZtZgfPUlm5 zO;1Mj*mxA^$N6DMd*8*gtww`?G8W5|Fw7U2A14g+J+21`gS}(>?0c3!W%aXZd_%O# z_8av14eKwYZ^+p0spl%=`Fehc&&ZdjgYDV>R|$q}+CF7#|Ghvz%6mwWQoZYoN$h-~ zfMJ&JbXA;xCni$#UJBCd+P-s-aUTqLyy99ob;{-v9j@O)WzXAZ-cyJ82l+8{K%{j^ zmjMu+AwPzx`FK5iH`2(JAXi`*U?dSC0 zU@<{-zYz6lc+FAmV-oIgdl#|W@DID=m$-m_;&=)3_<%5s7sv0GTIyx=^N{R%lJ^Ls zl&7!S4#E71;~z0nTT|JhjqB@3^<^L4Eff8JJMy0}{2w6tONPUU-jS}IHhJou2Kz+) zai3Zf*lW@T&^N4480ba%-GBA6d-f?5{HyrfDzF)6AYQ*y^qjm<}${s$J$J3*ZX&rvC z#|Z2d?akB4de$u27jPZ{>G$+pu6`j?be<07;d$y)^3xkPl<5Bm1*7$EU9}ka3Gx$I zf3(fX<<|Gca{o1Y#*)o5F1vvIaXh2r{oG;{7XklJ{-fj5bFx-@v-3rQ(XE45Y?JWd z@xhobCXT6(pTYcq_DLAZk>6vwyt-j5l@9V1pXU=0=KLCCblFkUd_4Rg+!(Pv5C;3g z`Ia!u2T1>z0sTj=(98jO5#IaodSChToZn;ao%ZWGD+Ja9sDEDT3hMfwpTOnGF#R8+ zfH2q}j^ArztXG%ZPJI3DRaBvrHR~;`S0{_eW>PCF0XMdF&jr@TEPA$wl`j)%;rg!tx6uzGhQh+(tV%-(2w)acPmcC6zM&#>%lNh6zc3yk4EZUP2VpK>@7ae36%=>@{m4J>xo1zf?@$2!`vHdSjd;5~_uZmuQ{HeXC;aLh1Ix_ocJU%^= zQwMi{%--7(_;@eqJz}HiJPzuw&!)5$FZ@@*_|P8`hWG^aaYCp?y8n@%T>ca8ewco^ zeNTngc-}@p82FF*Rl=~Jiu&lgAb+mjttj{&`}2Kjw&APtR30BpG~4L6S4|W0(^x*y zQ|Z*vW$oB~O2Nb(w&gC~Yv8^o@?+v@FUw~W+F(Bs^=IPsuVeJrrUAW}?{hvT}M)RzR5NZ&|qk^*7n9{Ezn1tz2G{{a$CD>puki+a@u+gux%p z{~LooqW_%yChLyM_j1KOqz_Y!`kROR(FFhDEUr%&`p5hjVc1_l{xMANa|j57y`g?h zS!Z;){Ni-gZba{t%L5MIw$|eQbE@*X6Sx z{qi5vsjuVBJAjej{$X=3jZM!3{U!X5p>|LV~{1sdImmebt~^r8O=Ja^ix>ue#!qc|RhJ&0d{zn8AG@!kaVSc&;R!&m9g zixz3#-;CoULd-ge@=MtMOvT1=O6dX6KKg^1>T4}~UiRSUHG-^No~e1of4 zHxbiI7|x4gf59Jrbuu>ac=%yM5d?P-@5$Zx$D*PpewN=L%Yfzvzd_ol$pqdRf= z%y!orRBb;CUcYN!eLm_d&_OO!UvayR=sat^d}0gcWvD`8*rycxdt$PY;S?b)K_&jwSX~SyJQ^Vc`Ul5Xdk8M&Et(l zrE$w<%8rBaAV0%wRi3rqSq<_={}DFyThP()^WcAw-o@^_{A*h$L%tEmvv|^2;bYSS zaNYs^2Vocwm7mxYUsI6@`ik@~NxM8m;`?X5AG_oPyw&(~D$tAl6PDJd@53d!X!f7> zUwjxYsnTd@xKi;R(Gxx)dwIv%IXwRxK40(hoa?iAzJ)ONSK*0AbF~}}a{CFdJGUjP zWZQq`k5*KfwAMg=5XT!Kd**J=qC8k1;CLb|1&8~(n5gz7{}5qyYv;M62jD&f&esvs zm)x4ZRvY{&j)ySV|38@fV^*Hc+Q;ufKGa{JM%vslOW65ELBz@EnvSue`#;p)*UW@+ zhcO@@)Yk~akRL(3^xFr;Gjr4+Ka1@}cAYqTOR@^&KX81Jqf7Q)2sP#LOQiSjGP|vV zApXSoEb>6`s3{$6!QKqS_D>krra2>Z)@OgT0XdrSc!9hm7{-@qGU>S-rwv znloYji1aUO-?Dz$gB|dmnfU!30mJk@o?w~h^ysqfZ$bY}#r-qP;xod)Zyew9fI$Th zdYtF$k0?v!Pw$%UbNNOsSQ@KSR|@es@+T^KNqzC*Pq3ea`b!x66}HF9b6EYmuV!74 z)P(gN`qvd{3chUz?|{BweZn9Q#L-eCWB$CzXaCPGh>o9AI;-?0*vCNecnE|3WB<`x zd^@`ty@vZU$iL|KkDr82Nag;4FxV^FH({U`?UgY2Uu-XC%FpKJ_tQXL$nThxUQPLZ zQ~?`_`;W=qbIL7X0jHNRkN0EyUI{R^u}}>o{)I zEIuE`X31Q>|0D_GNgN-;ET6No|IhHiqSqjA%H&OD$6+s=-a8Pi z+}CeT@TXRgC;H=+dFQf+#!m$O!}Ty>zFu2db=tHcdanFul4rbZn%&TqKD@v9EiYI8 zoa)Nw2f}=P5ubj;qd{jV#HUDq{M&hdUX)1#ztF!X^fQ}~IHot~8`?v{=8U7^lZL|j zrH7b*guy-y{>I$ishsma;h^b>2UkSrosho_v-}ug$SjHWj2G!!opHZiU3R_NK*@43KL`W8sNW3Jd3XWC z^j^&SvQL2C62$maO7#& zKS2JhJJhXebLefDKajucAM_4CvQ-1(1MH9R|Chsl5YoRvPSz(>Z!g3ngq7P}z7-q> z{6v0jKn(LU@^eG4p)dF9DZ+XW?RP`3ar-Kx{=j)Z)HjBAkw4uqKKuUs3twTrMSs5` z?CR_F1xxvQcB4f1IR{7o;qm9jIkng2_l*GgBRw1ctXpNjEFb1O>~GVG*n*URly>!` zpPSYXe)mu+3Gz3nKby)Nml{qefP4+oyQ!&2tA6ZSxqXB;x4SgKvB@9a>&JWvVOa0t z_nX_-W;pfQ3-5g(KN+U``-07;QwMilT&%X7=-ce(KD{h@gZy~b{>mj%9RgQL{$V(E z@v~Kpc0fP1hZy#s|H0soaeSMp+=I1`80I6?r_E)n{e6#~g!2~|FA?VcZi`!7-pqhx z@UO@}hPTuATQavaEi9PD{qoqdVzhIiv15^m@kn3gdx7b?~{k^$p0X-P2mdr9x>0~CQlU( z$ki+be}MTv!Z04xcfx#rPTqEX>_LNWKriw$`CyCYGHFG~k5Ye#*?l!Z@}2Q-LNzNO zUcmOY%^9%4z1L{y5BWtH%5i+#mQ^|2aoq#)8|rULFNrrn+Y&&2*nZ07!8LQ*BBZ>? zUI=r4ld?bivRBV5z#nXXd*ZC^k8j@s{YL(5-`-pwc{K<8t&5m{+YjEge>bm%?+AI&pstACg${H-`HvcpiYtL4NjsmqYxG=eejH<|FZYo4kE9I*&%>Fdps~WBXgF_e1?J#tZ@e(0E=?$h-7Q5B6KJ{tmsb%j})PdHg^a^bgB- z4ja(F*?UBSos$Ds^>?4h_k(s8)+9J3yoU7;_D7igpP?Xa@iN8Ct%G^} z^sa(SiJc5o-cY_T{gg1V(BB8%XI&)b7h#AGEdRz}Zw7y39zUiRIKIyc7>0fG{ zn-)p(^~!819cpd5It|O`=22hwMT*?M)i(;K5hsTCkUv`@nAe*TMr9;A=er~BFhhUvZ_ z!|eY=80P+N_vTCOdPIxfn?QN*em?bA%Y;hhMjFrVhG#afZmv_J|GNP zZyfI)-Npgsf7XJ$FkWVu%}0bGzNh*n?kdy!HmDvW`uBW38=hn)inoxzduRLR^r;rb z-$>8i+${ww-%A6%`2F6xMF*|MdGUB>pMs9(woXUjJOY;QOSty4@0cu3-@ZTRUUok3 z3-&C&pDiE^@5^F-os~}~{u1Wd*|C{ro*#DJQGx&e3e?aDG-+7H|fPaLwcWdu{Xae&y^7jB@D982=Sf77nYCeyz z2MB|_uzkXOeR5!cP+sn8M;`AS7`Y=*<9sxaFAoGQxicg2C-}=AVtXYF`i}Wnh7ZyC zUsiuH`5%TSk~|3W^*v!8FEGsF`2(>hJ>NXvB=M5+`3GWe{g|MX0Qn*0_klAdv5z)r zf_~8W-?mKNHu^5e2gjSMc5wDh={?*(<}M9-^C|Np%+Ds`@i5HJBM^q~k-xbGce}1} zdjaiZJem93c3N_nF8m)g>eoS=h$WFrX3J&CEETs$SYoUU>Jwqf6v?Q+%YmN3e`CBu~*?pAbem6U`FKK}F34VWkQ`{W4fWvT~7w3DzGFmi09zT?{>(>$~pclt?Vr0Kv z$*KJPJ^^7EKl1y;nT?C~1ug-M{*N&C2Pdv{%gPUxfb$s`ubw>Obu#I}2#`1K|DAl? z|Gq@w8u0H(-zh(3wK~=HVDHF}QzdJ!Etb9v_YcsXPTkr*#C>oEx6gdpf`>mfKEV10 z{ZW4RFNdY>y#e}>zWm|4Uv7%o#QjgcZ%9j1PA>FM^|QvfOmWkM{08R7^AW>*h5TWd ztvB*ZuIsn#c?tO?TwgHE&cozC(0P7#z-shd}iO19;<;q)YpP-JtO1-ir~CCj=y00_LGWz?IAwH`ez-b0;X?! z4fcxVXC33Ol!UM6@%PzAqsIG{H@H70%;%4@jYlQztB(LbQJ)9{zfk^#%gt9!S$PEL zB^(udq3BCdyIDlvx%N%J*3R7p^^u-)zpm|e{5qNMx1SGO{_|I=5058`^k1iVf4>X< z4&!0MkPkwB5{BC$*dAd;3$o`TzX$CGevt(Kf$LL->3tCaVSc`~C@w+J`KgZ_+s`jL z{?V-H;aYxvt?1kAZzXTefIr9aGtBm%FWBv=948|O<3WEy81|<=;It4$F9y0|9Jygig7eHRf!yoLN@nB}W3N!^&`=6jsa zcb7UZR=#&tbe;j@n@fflf0{(-L41V#xHS6mLIA<(C&9{`~VM-|xO6vn8Uw%SP_cuWVHRd1K{6pb!1aRnwoj zGLd!s{25_>ew{GPuPCpp4Gjt=mAc?Bu)k}13rycvSws6s@3q0Y!*8za2>t-qTZDl= zl>fB_4Gw!3Il_K0eZQw|bG4T__*-oM+Fp+z9S>=Nej-0hSA5#|X+#w8`yb5b;HH}_Erh+6>pQ?ysY@I8*dyjW_$SXqDI56ZW^A#}`0)wzHdi}jf> ztXGhp^0vN7T0Wkj56GX2sDm+AI%t4@M*1oaj_lAHsR-jmepTcRRZg$gg!vl%!_A4I zQ)BmrLH-u&-(1rcF{;!Vz8@j(k1(94>h}+xMEBoVxd+LMF!(>z7lyY}|Aaxmk>58T zO8=H?eggSu9RJN0i52!OwV*FJUsZbL%(okJ67pTh55h88q_34ngY50gME7Y?UkG#k zuKZXtsPBL`JU@18VMq0;GVg$YINsaQ9jCbY8-e`0i^oS8_=)owVelu&zuVQ<11B$f z1nncfqZ9D;@cl8sU*!KCr%3n6D`NqpJ>A*zvw6vsGjJXU_3h5-J-+uG3Sj=5EAEdl zoHs##f9LL7siSVU`1z?jwHrcz_ksNn;*X&Bajk@77VN!k0mE$lMi}VF@d->n?; z6yj~1Zwd2wrYh2DMs&wOINycz6INVC{AT6sei*}_NIr!5`n@Xig8YQ3qW1)`|Ehr2o|C@y*>XPh=-_=?wD$#`g@HG3&LOIppQ7866WzaVOT$*yjeLL-`((DsezxLtGpw7tTsvBv0D9$ z60?7X(}}+7$rYz2wd{re!$AEe+^(LL&l+fyKU5@dq_;X{^YE+EnV?T-@71;UcjO!p zonJzF?w!}&`7rYokH_yd9&}w5x&ios-`~&C?YeuC>i=Vy&rv^Xq;ePhbo&JQg7nmk zbl>u0o-F7$_E#HcqO_uAFZXY?Th4Xa+As#_!~Scx3Fg0AGz7j!Tqk=gV9wQ-5Km$M zb<@UQGMSwU_KNmhw=8Mr<%!#&KDJL7;&H0KW@#^FTU}_M%5RuNwX3d$d;xy{V5++8 z?*P$x81zSkC2ClC?ZxKhzn;POkz)BiK&(XnHzr_sKebO7&TnA<4<0v}u5N3E^FU~? zghBt19>SpSsBaJ6>`B@!Xbpwg(R&J79Kj1&s ze^}@m`lrpG&o2+}jyp0UFqiw2N1FY@4;gNTco_NnXjq)KMeZrkN3>VM5MQGFSb0Zk z|550RvU|^Zf&6ehgt@&wI$(UMZDbcHHx%=WFw9SAZ>&6@^?&j0k?N{roZd$dc3DoU zu;u4B9(~!6m@{PwtOsy>k2TsN>S9j=|B!x$+5NA_!@dvSEHMoHA&%$qx#j}nkl|o| zCSrOBLwhJ6!r&iJe_8oy-$4Cdu-Cs zgZ(j_zZhorU+)oSZl#z5?=RqZ>NE83Bp(cd_K?2%EAsuuHHhB#qw*&fYx_Ox1N$M^ z{?nQ78mGK31O3JE5eEN*^9{pWNuQr)-)TcTCOTI zI2VFGV*3pmS7+~i*$L<;Y;}0(Mo&$ye+`HsK1BN>%;V{X3#uOLXP;v4Uke((EvYH@ z6`f~7duSXr%t!D>^gi6bn8ovrGgbxUo_z=L5S1h5>zBq=JBAHwodx&lkiHkAE3Uq4 z&4l`Bk1tksYD+aO1^UzdlkQa_y}< z#Ghz?ua8fg?)>#Nk5^weoF1s2cpv;J)_*(iU7pOiCEyPO#P&=W^dI{p4DlP%&#?Rd zVU}Ncn{iiJ=kX$W6B_^9tV7$S(=GUVu1O;E*1$#2;r%h}ze#^)h{20QSkI#UG}){! z{A{!v_N(l~^bm&i4%PSX8uNW`PvEB+mLrDsAlgF{Vu-(x-lpZxtWR|QsHjW%2Et(P z|CICn(xxqjzfPR{2>t})-KNLgC*OYc75Iba(-{sR{b88x*EBuO=%QIN803rk`L5%# zy20MVz`l_FcgCY_8t3Q2{YuR5yvzAIcy?B}lB`6Wcszu`-(mja-NE@M-(0YV{!zc) z7riLfoiJ08oi})2KCn6NccwBs|Mo%3#iVY<49FiKKR@Vn88=1aIp_nPpZ^fp^6F$& z5v-R`KbsAXPqDr|2IPbN5e9#W-xCIXM1B#5^#XlwShOp>Z7hFpr5Q2kCyu|lPec7L zWfS-w$4eO2x6~e%!+b;SMa_7TqtM3l8_jXPk0%}se`D}ZxPM9Ipl|j`wOf- z%crn%wti&gEM6nbofx9)VgY|Q;}OKJUphmS@7hlKq3IMKQ59yd{b3gz)JQBCL* z9S7@k^j9DABqKDYatMYlz>l{A;0E(erpy@UN(k-$uqqJ6p`*_qD&>bS&Dx zxe4qQ>2K}n8D;r;Ea?9~7}_U%e9f3?n}UF!$iLRpV+I(7%d!7U613h3u1+pC<^J}& zrsv8oj?ba~E;0WJ!+bFXaaNqhusA&^$M(O!?6Bp0ehtVE*Gp|~fnjw6ME8|(JZ+Oc z^eEpa3-Ut#G0gItgta`pD{%6iPBgE%b-+EMc%Gl-G~o?Ix1OUBLgKe*K8jp87^!^#24n zo*(;N7Im8T81x0l^W%>7^7o@v;d^TT(~i@ErLHjlVEvy1oqfB(ds_7W2ZCQgMx8=V zb_9Dz|IaWxU&%0AFaBEX8TzWu66P0d|M$>*(}@vX`T4cqPb-UC*ChbIa6L~L#)s{* z@{eSXgjxJ8l<4SrVD#)qkPi@#UnpVck&{tVto9A*7fSeayBV)@l%1 zc*Oh>N_^e3%;3)h@Mq%pnHXmM3niya?|Wd4=sdEReuhE6#r7|hoPNaB@s9=gJ25|n zlB@pM6`F;?{-;= ze}vMLw#Yk`DuVus^_gL?FR{Kd%+3cf4Du4|lTiBJyq^o=Mdue0%jkA}>AA^MauaFNJc)`)W0O(}(#K^+8^K z|NCZ%oiKi}Jqig!d#Dc#)A>`Oyh3Hsn(8n(ZzG;xg!20z<&S6ZZ8zZu-$LHd;TZ(K7b*opNhFguY2C+;Qx`|syz?Pd~>ltKAZTf8uv>2cinr) zFXH#AHFtdNOYVbx;rIx%{~Hmi)-N6Ub&mq*huHrJ+Zhbco#R;w_JH3LhW{VN@el_2 zi~YAy&A=>w=?)2qZ&5$gzIv>dRyR?eEF;d}2nlojP#-VfFf7alFn+J@o#|;YGX(gF z{SoH=K>bhpkn?$yARfVT4b{d;AufBsKM?L?HU7nuR`73x$5gnOd##1>S&HSafmnVU z@k=8irg!?mrQi>6JQ}ymE(GS6u=SXbFguUMF!)oXx4q#_+wo=U5YJ+N?R|WE{Ctzm z>1jWu-A_NaYDHbiCUO4^>qyl8jbZ)``5VJ{ZU4sLAF2Is=2gcaRIDNW?;yQ>{Lg$@ zg?buKhrU%+_Lup2AYljpQ74kazCe89B5sf2j(8u1mBaq0c)h`K75NjY5B>n{jWFzg zAw3LJJk7sn`r4sz@baRycU1~WpE?vjpOl(z2K=J--o29Byg&xVkGSKUpMA^1?{a_I zu|;8(hjyn*{ny~O?No(q1nbKWXgPhxv|T2G=IqaTC6GZB{) z=JIEl&hHEL+-{9^vY5x?1HD;$(-IWd!+AL5mtNxRt#ij`!u*KwhTdI;CFwIvxj)r= z8n9Vf-(8LVFI%YZFm7Ldaus`DLa6U#YWwNjlu9e@<%^C*VL@h0sI@vOaF}a#(_WNpnr^S^ota>xk+0> zeocJ7OUQ6Xn(y_WF7?t13I>0Q{AZZW*My-xxK;X7hNk>!LnKBZFr`z6!tZ zn!Wh(fmgB$v_B*y4E#rWyPmw_uxVlsh@X+4T|a#-GMl-Ttp|h#&OS;zsxQL%VsZS= zaJwf|pUSyD8_bKJVVWWj?IC>zSw7~sgz2D9IDUgXndW3U6{2=h1A zH}uSsyZYe}dtXavINhi1qiGAwkH~++tz)-NcybfwQ?zfx=Q{N}I~@mo6t9!H|HZ%;^4F_Dzi>V^L=5u}@`GW@9|{dW^tmy3%1c zCPb<}y0Q-buNn1$VLA^d?AHCm?jKV^K;AfB!Vr((c)P8#UhkSe1n$EV&XbMVfAAE$ z-ze->Sh8x`bZL+W($`&f*}f|UOW6LA(AdB^Z^VWMc#m|Jm>$9)FN_}vb9ow1PaiSB zZ=kY0^=F)LAU^Ha4tC!~XnZR5RQ-NmxIc>HHNL$>VsX6aygup^VL3YQAT+Lh|J!>_ zAdCm~nPJ+m=H+xBL1^4CBmVX0O0XxYj~Ld&L@!}_UqWcIZj{Wdg<q{lczfJD`Fu&q;kR!Y5q1Qv2%hH=a1>2%mna}6iDXu$td}B8C(1&+sJ>h*7)K7C8eap|QoPpm+zxlMv#9!uqs`H3` z^MWCRLbMXVzaYN|!+eST_2_dz=DhGL%qLjRFw5s*eUX#-F zJVC#3{1#u9YTK0LK>KJvmhtBjPE_fz|LYZ6zM7==vGym}3y$APR?0E{UjB3=L}IihV&7J^N!e`)kVvgHrt+{Z}@%BXqU6k?!N-+vAkz~Td=#) zc!>Y7+&b9zdi!8I&J=9a6Hx-7QcIL)CG*|Rl*=2l&AGE3F9NFUXWkG`ZfvP z_4kUuL;PPLwtt2X5I<}UlShoJv#2V* z+rJg|+LK+EWRoQSlG^W8^Z7;Nr|oP%QfMbTW;q2V0}0f-snmP(SSgAH8XnN&)*odE4cGIqw=g8qNz6{*p9ie$z?dH;$*b z{7rvh&xJ7mpgl00M)D&J`ib^O82l5CueVyzy+(`EJRj3ryTpB&Y8uRc)PBtm?-_>S z%28zh_Sc)P?@l}m<3oA~bNjI`ch-L*cM0|nP#^6DE3RKD-3anQ|6%{x{n@Cq@A!Jk zzV)+7V%`$4CzMB@VAc3rZ^nTU@#c4nt58sU4y4jS$2=lMo~{0Miwc&6x(soG+h z?qdCNAUsjZ^>3{3P|Eag4E7|>#|x=G?8p4m9^2m&It1q#s<;f~>nVq*+Si`i(?S1{ zpAM_0xvly59@ck+PhO8u?V1Sk!SOgC=J62W|L8xx#?WJ~79X#}QP{P=ETmEVT4yvA@3MCCi8UhRV2;{q_}BXkP1cpX-ZLT$_CC~f2pdZv8mP5V`<u;pjZAnJn)MueEf1`a8 zX6FHf4Ac7|48wed^pBA6I`nL25cmHhf{f*Rmds@P@4^ww{AGr$+XniN`bQYn_h?Te ze(9+8|Md<2FAC`!=^4B3$ip~zzZ~s*WMc5Cqn#qyew}dS6ZN(c69U=$Swi=CsT~7u z3;2A+Fx}VW<;kNk0ee0<9Qt$n~Rl$nbX3AHuMIj{T48y6I?IOA*(naaO)9 zLl24G^TP3s^DSFCqPrdN2mRf6=~XT>!f${-L4J()F@2;RZ3yu<)+fyOGsc(PjjCx3 z0{cMud+#Ve*r9JU&nI}-2j8(7E?P|@{XVkeL#+CW{@)Dg^BH4wG$L~W-(T^my?jA; zc`3+yfO!0b!CvWmDrf6MD(Cj=Qy)6eBBE89+1G>%&&-a5^#}ik`pht$ClmT=*FToi zsA2bWg}$@?O!l9;8~B6cnJB$~xcVqd@V|r=T}=-jkq7#X#q>=?4EZ6Xk1)uK>i75W zcF6xX#0Q30KV_YQPqPZh1Is6AINh(+Sr7ab-)9w0GQ46vb6XSikLw?X-ATTLp+B@o z!ctzu&q-dLYi7)82mG)U_eU7?3H=LU&_C)Q>%;db-$_%Xx_1u>QhG-A;-}^7xGpc1 z`x}NC|NQJ<^gbqYAKFKH{FZGw@OxabatO6g7~)YZpFBvj@q1$&@DufG@|s!muDjbq zeu?mzx}CeeDslUn-0D>C6d`(_8uew$vAwb#yavMgOQfGLUw=%wR-JD9RDDyP=gSTh*46K1@xoJw0mPc33Z<{Y~Bb%`0#A63{=Y-?nS1(Z*=l zA45EC=*@h;xAr`~nKt*=wBSJpfnNN6+C~|FKMy<5f6VVPoK54K_G#|9Ihu<=e=y!B z%;P!2kUzxn`g_Js+<9a_=o9kKKSZa z>@(upw?w&hW0l9wg0o_Pjy@X z%m;nM;|Z2qeew6i@9chzFnD^q$boJfVE#t=2LC$vv%zE}_%DpF2*Z96%5PSs<7h%xv<$q(a zcig{X_31rCAz{cL;{FHweiG5k>U+_C2w}))puMpAbl-%v$LRfw#>MxkTFn(U(oE@G2#v1%9mM_@SQtT9v z2KtQtcA-(IVqbRw_Xi8(_R0!nUVwh0eJWS9{dk}A8M~VzG|_Xte+(ApM=hw z)_u|g0r%&jp{d8Z=sQ4tY(F%5Q&ULSQn;^;;|txtFwS|FKFkj&e}-8+5_&kVdEB4j z5FgU_h`GHjG98#*x^p+!3(~V_c*>=h38MG*QJ)vBiuL!ayanY*|Dsc$`?{X91O3AC zu&LG#^Xs*FJigdUXYhW{A+Y|%^2IL$?=_#9smlEClG9h_TaD?<&qoo4`5*O_FyC)p z@?q;DSKngz|0W!7c=xvb4=&Y!y&yf|L#3CwYa~Owjo*jQz4BpLYZ}j|h2M{!HDQ+( z=r67Z3B&gof3tE;_Wfg{dCC&auwF%ZhyS>Csai*ruSEYCp%**cW7tjbN7!G)h7mb0 z-*kljSBvc_qQ-1|-?3LA7gC%xt znXNpP9NXb<~eVK*h?Sgszsk1t$tUTx^dwNJsGvA-2xM_Ia?U*+~1Ep2FB zaes6>mS2gs{%W7@F8cofY%e;nOx5bTBYST`7=8MDahLQ~h>tOzW;lrCAEP1&mP}s< z`3#)zVoaUoqMu1Ze1Yu|27N<%Vx}Ea-?dfres|9oem){L__|ZD<~}}u#OCPK%N;j^_z3kU_WZ(ajX!#V ze?@(cz3T0yzUeZ^8~Y;+^FOv9muoXWky#?_B@|Q6952QCiHs+(OXCSPP&|edV_OZW&kZ!-CB}%w|N+^1>rvK_O zpl@bk|3Db>4OGABO`zt*?p$68t!kd}i$?JMfmK$4k21Os0(oQo)!MfQ*+eaZ`F^yx zJ;JbF?ePzOD1rNTto{*-KMBKr6Z#**+@4waYm(<`hX&2FEB=5!AU{^GY?-ublsv@e zsGqCXlvTJi4TSL#eeZf~i=Hx@@9!jbPVKr*vKI6c%zjNS=%xA}BKm6|TLJzX?Qz}ttyWdH62RV3KI`+x-Cg$P3&a13xy_*I~zju?92LHQ4 z%s;|lKe)ak%+IH?@{W{0W#t*)EzqXVbNgsRk3iyTc*mBdr%)OK7{OP~=6!o_?g7&a&mZH<7 z$@(Bal;^e!Z@Y}0*a_r?<4MsrY#weUI5%O=l zTBzX9G-t4H{5~~poJCldUwnUOM{H#42WLfym+-vRj_p=M2eiciM*Abo^VvHMOvfIt zFW~g-G)xK|mtF(<-7J>J&SUu(SN02r^HNA3!w+dZI|ZJ;W{+y2JzT#K=KS4Rof$kx z(os^H;={B>HP#Qic>w>=AElkPF&y=@68MAuFRgG+lHuuM=pXw_`%;>CFs=h%f2KR% zD+`#U2>zj;m_EW#j{cS~_y?3HVV+N6Hlo_h5XvN1|W8r$sl&2O&Ls)b4xK{4V44?XlcCGjVz(+_pn{2=n~Wo-IL~Rl;=JL<->39 zcHsKE??&XXLHANsUy}Y2=K4q&`a}KP_cZ0iOO4xL|0wT$AGCwJMT-895apHGtJ5z# zi4sXq8JrIY^ZY2oRg^ztnEt<7n5F3H`7G-U=mU-~tKayrukE6F{x2)XB=>9ILEQgl z6*(k(txesOg|?50@?bwWp4`i;ww^if$mMx(&QPCM z5@)!+9em#ZZ9^{w7$5TcP{)J?YtN~{|7YQP_0X!3uI44(z#pMMV3_XP3mK;Sl)^)G z2Ej8*tsox6{tvat{Wvu%1lD`leqQ^P>;1}oVSYn>$#XvzV_%#N?^_Tq=ujKCQBj)y z-%^-YZ_=f)<8H8LwC}@%E9wgdctgI#Ud&I1y(B{a#<1S@_y?zuy|emN_#TUp;k17- z$Vcs;@7Gg2LG{7jFuouR{tx{lVTiB(!H_>ed#7@^FOK{HH5r3dAn+anC|Akug2c}Tg#qru$%k1GxL3_dr8uP=_9 zx-A{tSqS!y`bZf5U!1VnC01qbWZF_<4!bvd3Kwc8kt8 zVEcsSghcP@_HpCw`^a&7Kdsqm=<_VLqi9z>Ae`}LHj9O_2YEaiB^aQP(KP+&)(Y*^@Ydl zg{eN0Q!RgR`zt)97PoTXEf_40uTc0}BYn(bpcnalZkMdi+{POa|D%2~%;L9m*DShc zo)^VqR9+VFWrDNl{t)WR`E9*+{9GCV>l37pFki11$$M<=|HPfIKQ08RxCYBChW!Sd zFE7+*eU}fJ5B7-PGtBbO7bQFE z{XZF&UkZPckx>5y=*90ZMO3_T+d7fYCzn=z+cU4)67K6^{bGIJb4HsZfFAUp#k0G0 z`(ZD---`Sz&d%MnLAqA%?*HK{L_aI9V(sPBR_7hw1?{80UY7D5W@xk$=pn3}865Z_ zi1YWdby(vC<0R!TB>&5qXPsJFMemm&zb_x3y=rV!F4RYQ2=n-yFz}n&e;Oonxxz4 z=zUKmAm54h%`nTiT3xUd5%BSbjc|VR~;sc+I)9TGtU-z%R5X z!r%{aJlCR42bHN`0R2LKUE6-Q{l~sjc|3kCtG%{$=y$$8xK?sttfsUwm&dhV1#f@M zxB~5?J`)E0Li(;t^*1~2Bn9ypj*nrM54tY(^ZLBg#&Exr>gTAv{GGf9{2z}0dQHNe z9V^~Id+4tTbNQCe9^+LdR}B8nP^|xi;XE<=C&Dm3-2Y(pA5gqR7{-JADcveH*+%OO z@E7|d4E`GFE6q4}^j@t<{-}?oS+9>*%iV=?GwdHR$eY?D96x7W!818OfvU-uih%`#y*LbL_9|v4Q!zk)I&Hit;IY{A1tV-~C|!1>xgdtu*c@T#99qGTZ zvf^!*B~d(|Q7&mS@0xWg%nw+C`-Dh;WseZyp3pbIADkZv^Ys*AuuqhCrRSSR9lC9W^JMgW z%JzskTW zH}-eyd(_UlGX}7qy;-c!4DXSc@izv4Ip}W;@v+t480-PhL(uo2pGZGp;6LKq?MgQ- zN>*V1za+f9qR;A+we8`&_;hi5gjF&naec$e=MsIa{1B}t2m^nS9#%e^)^~(~-^PEp z5AVZZJixwZ_Xh~W|I?$rvG!O#iM7Y}_Xw-?CVt-DS#C5&I1~H<^85DX_*cymYEIxQT>~#wSO+pF!Yb}Enzr6`VR(wh4kNP zc;$N7Uv&No^^vfwJMn{+v-|?X?7pr*t;IH7!wl$0{t)KpO9UFdd%Imy;PIVc(vpon zO3vU-Q9guuyuq*+jbGq5CAwnr%y#rXjZjeRqqXGyWLO_le~4jyiS|O}^2Q85(o9RO zEd+hS@d|#{Hg<973iB!YXW?AUAK7_{Fn@~w??y-%<}W<2z{=^pT~@AQK<%+|dVfbK z++dP>PUjlW-&M(2EA5b%RJ5Y;-W`6W<4D&E&Y!!R4=KbEO^i*FOULKziz&a);e~W)1m+QDS-s!}mx}-LAB4JD-c*<46Bd z_c(Jw%8mCh-{ANN!}yVZ51gDQ=k*ST^K57j4;JP281DTW>>d5tgN?HDQ|k12eEcA7 z&zpPI#xTEPyhfO>&mI&kD);Uh3igEkJ?wASw9;xZ#4i{>JaQRhG-=2wke7j&e!{Sx z!SOwEKb11LJQ4B-D6dD0s<#!}c*A^1<;T=*%3bF0^C0z;BI=D-Z0GY+{YFi%2Z5sd z)mXoN&zmX5wN?XD`)53p56#-{&3co`@3ho3^M9wy8yp2Kgcj!?=j5$ z)w4N`pY%6X!~B5#Kb!xjQ`wEZ&|i&sybMp2DE$X7ruS#4oX69IVZQtySJxd^^Y_ME z+QSxwR8mqJ(n5%6suamg$tuzkvWkRKL`WeirIc(!WRuptGRn+~%w&ar&%Muc&X?c) z@BKRGbI!BRbLK^TuyU4v5{CC|(f*(1YdD#_+0WxqgKkszpAYImKS)nQV{x~j{QX=$ z4PWy2FPpMmx(mgl=R>;d+c>Cj|9?JyXV%6piI5MV{+|1E{-K<<4D22AZ^FI;8>XEOzgxrJq58B)F>O1a5+w~M#e0_1deLK}vr+B{f;I!Zx|m4^Y!(Y zjt7oppH}7ZUU=Ce;9S_%l-*q?U$9$r~Np> zATK;0N|@hwVc)a!fP`WF6yp!8&+<1`&elH(L%xUlCd~Ik-d=DQRcYgOhAJ4x4?Gyg0*xaX==zRw4 z@4cjOX|Rh0)JOW>E7sndVR{YbqiDbH$C?lLxL1K4o===&#j(}q|| z0{=+=hd~874OJ5Wqx}+w_q6c6EmqFr*#|pSkHKD2@ZJc@k1*tu*#3tHGA+Yyd4qm1 zK75q%?;`6M3ga=BGtACYeViZJ>q2Zt_WwRLg!z5+kI~O1+BvQUf1>u*$Mp^f$Od_$ zeSJJQ_gYT-pP*l)=i?urQopJo_WxNmpH^%*bkXg<^92mE``(1PeSW$*A;9wN3BI5C zsk~bM+sQHfeAefV->jysEav&hXWNt~k`ANbyb<#E+1L2P0)J&VpM>-^%au+!GU+>? zuQ4njeSPWW_fEBL5YUhI^2N48(7RP@L7u1|!ZIvB`;zRb5_&!i;sLh*W&6*;s+(ls zd+eVux966=9rs3fjgoss`9RC;d8x+w+vL@$|Calz!_MjyK|YG-saoF3_b%-}i|=22 zZ8tQ_X66OHe*ZP3TZ!OCAmoeK-#5dO72d7NFrFg4-|nrGOFTCi><8`p`jpHY34mDSoZ55b=ahcqr|OR)w2LH>U^_Fz4`otF!&RG|8qs=F{A6jKo82lHDGg?!=J|x&yl~@Md1rvsv=9~Zgp8Pym+pS+0+EteVz2f;89J4&Q>*+uh zIL{`|Cj}A`7UkPw`UMiZ3Zmw=tbq9r;p)4_1A8BYd`Zl|KvHu1kHfyA`zPZ5 z1(H)XtIWN7iR}jnBv;HE)A`T*|H{+O8o%gJ1?6IS2_)049zRt(0`d~`Bal)Xz1u3l zkDXs(n8{lpWirlHa^WlBPdq*{4Ds|I%+}9YIUBzPQo|Ry7%cIXbdwa@7sC*r#rX}# zG`|)|rEkAtk}Y}<3Hg<3lc-Hf+YI(Bmajm%+q7j3pBrHPg>X+h>x)LB_n1*0(qq?k zN%*A%^-+G(Zaw_cN>W%pERgose*CKG9Oze1G+r?b{wqH3E0B&J@xr9}IK*R=4`H^x zC6M0L`FgXd6X;7EuLaT{Uo@}&+yLuu;{1qXivI$cPN6|}k8Wi9sREgahD|RH9EAM~ z@pvJSS@1fm$}p9;FO#k$B|Mk``?F$u6)-%N_>;NwtkWTft6YCFwbKlGl#2cj68UeZ z`NT-|LMrHs@TRT$Z{kJ&zlQRZz2$W$^7jVNFUn7@{NPXJ+)7?w-f6nOd-Da556X`) zi*Eu2xr1i?4fuYLKw(yxsbj=W&^NZPknlWtrg9y zvAVh^V<3Lu_ew*`bAlR-g8EOQAxNZ(M7dDEnFJ;C9E1Ic|~l$gykPditlF#2&;UM?DKay z*oXT+cs{;I%<9AXGU}VP|Kwi``R2dnjif)7v!nKvt}1~2QY!y)c11!DJ(h0?RP|R3 zlG-K8_fbEp+Xa!9)3aqViC;B|I}hsK8pC)kj@JUU$*rGF-&lixVZ7`RYTe_qT`I)O zPGb5ytlfIwXkR((7oh!gsC*?iVZbcaTxzdF%^8C_p#|6ehi4Z{^4lf86#lX?1FrU8#fU3E^j|NM0W%#TpNgxUBh=sMHuY16#- zAV0LXuBZFg%IqEj`3Th~O!=XJ%7I>#KVgVB|6u43<Z?Uv2m=7P;~8$y*T5P#)dY4_7NpZ^!xTelpF#^T!KV-!c`; zgD}gN1cc!}5`B;LdHm}BdE&RFCsx*B-`;G{Qsx*OY!%F z)egy4{f(91%3k^hH%MLl8>`Hc-19ev`O><-F|3C<{*7V1w9nrd)|18SsRBmNJIucY zT3e>HtgtHP`IFY^!S7NuWguRlJP1Sl{1?-FUO?q+zf_=gA#v*49i`*lq_2-uD3Q<- z_op)?v&yin|rPd?1gaL_g~3JugO-EJ?L6!=ta(c z3-Q58+#bVzq%Xq2AKDjTi2rC$472#p>eG1^fv#)QuDJ36Y`(%U#7E4hSUJt_1but& zyE*5{R^S))(RV=H{`Db#@IIq>eM8XK=%(%h>%BlPeoq+aL3{6;@vUY`&QB=E_{uQ- zUygt<-&Ua4sy`!dum`MfA%Fd}CO?)*I|KHI{q>uB z>&EMW3&CD-KGrYvuHlVCqu{rorAHriEHCKi%V*3e#{vo+?_dnf+`6!n6Uv3e&Nap~I zx9D#J=4UO4I%x^}o7mrgUlY~W>=wNri1m%MO0IbMh|VWrxzRdRoAS6+@IS=H$4d>9 zi|_G#$GEj^j`W#pU>{UYnBH@Pf8y*o;7y?_`~N7xKz(1=*qU-!FGK$u7#=xkvyvjt3_1f~z-PS}Qf2t z@Qd_V^!YwIGZb08ln*U+EA6qT)>|&p#~h&e7kwWFzR8==r?z?F8WpwtgtE(%iev z_UA!}57@r7-nM1I3lBs5NBLNf?lQaAu_~F>WFHKtQ-9V6yJ>9G>&3?hn{Iv`&dFbb z{bRHzn=yfA4xO5%XnkE^<8$+lO8pxi-)z=zA2Zla1=h2$f5K3X{oCwbb~7=?hWkHZ zi2qc6tbV(9a}OSGZ0bWdsXGd#JV@TQR!iq*mc_&QH}o&UU>|5tguxzAp0?xnt&@yd z$>WJ_lGeCKC(g6`!2;Xr62tM6$HDzQkT0YE4KK}YQdZi*{bxkM27`&wMbIDe zJ5qAfDuZu|u)l-tjnq6*ljhn3;tlG9Fr4p4`H#F2c|L028PFH{*T^cpU-A=U!JnwT z+5m@sGD9KWWBeTXEGc$FbuOR3+4qH$4XZ@|myPypf4HK2Ue_b?o9TP|;%C<%4|auo z75gU)`o{P=%6RO9eb2sed5^LT4OnrxR+-ILNBPC<+3GzQ#y{+TRE|mDY^kyE{sXQz zFziY8Lzw5sgkk(f{s==pjP^RJXm9J#_T%~b+-TVq^Yt#9!+a3=Ck*n#??=y>wM`}Z z2ITAb{pf{97uHJu=Hut+&EMNM+N@VQB>6&YUxYzk5r1Ql_td{J_=n!#816@*{m}O? zpTqe9VVM7;{#bu>-%-H&WATOI0@Bau@;V0(4^jS!;}2nIANh6YJlsm|wlDqhWLT{bufzb7&a;wdfHraLo`@($K$y`xw@v86a{bYfY_k<;VEKULa=wD90{WBXM)baVCQ_!Lw z5rPt+-%d;qVTh+Fe}*;5-WaC$^aX?=9#i|DuY6n}QN;bpi7>tQEO6FqT%#WSjGdPj zID0KVxwt_d>LdMxdHi$^>M&j2+XdnY>ce@D%Ik>=S3sUfpYspnJ}LPM^0a>}APn&X z?bT(;j7ImM{SeRbdsltmz-_-;V0=UWbqzh^o)w%A<0rP~y29j0>RUB<&z;IoHtJpd z_z~ib_`Pj`Yt{4q=^M)-pTu&v_HJKp`o@BM(LUWQgO$e?T0#HVpWFT%-B51`w{Q=3fv#KUFuq;1?TgTU&8GFf>=4Mhf{m6_N?kWM)d!uC~tSfd_L$g zcG!pcr$ziA{T^{YWy|zkA>Ushwok$^AH;a-@yKeW^FT9pUR&VtqMeF*l$&dv5E|8z$c*QWw&j~}k zNB+lmjp(?zEE@R3crbqA)6$d<&mcdc^6X`AAN&!(`U%qS)$YLdd_x_`M{#~n82k}8p1e7yB;a3AZ{UjgC++5^LMUr#Wh&#`AA55{qMPSAbYwduO(|D%z=2|k%x zqwPZB{b7_BVYttW@nfRrx(>N-4M5*mf8za~IxD*v!F-HxeOPzl98<6#q;Dc&x{oLD zaa*))#!}IFdeo24%vrgQ>~`^Z&oG_W5fBFY&_4*nc!BcpNu3&4yDR|m3u-T2r%y=G z3-EWGZ~GvI@fPzrhM$pqd=90QUs5!I^&+Z&eNs$!D_2>Tzxp5sesH|^xt?Tu>(M)i zchvuv99fOy5pX^n{o4mI*dNNv=lf2*;PYkR-zd*Xl9jq6qopBV!~O_E{`pTikEc}5 z^H0KXKMLhb7}gh2K9f>f*QljG2K{6I4AXrr!KB+7A$=}wgLoo7@5-?19Lis)9Q>W= z!TKa%2&QdyL^`%#5dIUWYaL;;47l_Y{XN$FW+l2G+d6(dkYBj`cr$Ed+VMZ z!RN;e(|Hxa)X5v;4DENrc!lzvIz9ROoMU|z-m~_@)x0wnFIRG8ORp8Wc#Cg>aWHCUEI0lCHH^- z;KJN0o%0|s^moFX9{)_4e5cUqz(4ZKFugY`@Xy@v@O9oOSPw*f_#Zql$}7}MI#tp{ zEI)=j!-xSt0b!8urEvHJ9XV7z=c`2&@MK8SwoAMVc+y@c6()4!xn zwNEc)m>=Ny;s4{SS(5i#kXI7YgBbD|gTFE4`>20bpZ?ELK$x8;WmxqW=_kO=B_<_% zE#w=huYl@F!^%g5vGZSoSx)on%#4L#->9!yUSsO>_RZt@)U3&A#{GLHgFjNa|JH3` z(T2b;#*@HoiG#K-itPd@o(7(~;?jF>9?$;+Yy3UkM<^;xk(?mrhcM`S(BBxwr@nt< zh<6xos6O}?($6s4Ukt1*Xe+!>0Q6w_><)hnwvFfy`o-~d_Mr9t#zr$B-k^OjTtN0b z`}nncqZ>=Wp3%PN7~DPWc)JAV3;6wK%;lIR9dp?f1>~ zn)PC0&SyBkhVh6n@Jl#qe^So7d8(IKdnFTn&W`hwxk>%cy{~=Kc8CVhgXeDuLwXwQUUK7;(Ra<*Pa82Uqb&XbRAeJ}Mx{tLrd zUy4R7+ywh)RQ^rL*>vQ1uuqI9^Se!KH*nuY&M#rGC**(rJjdjt_Kr}F`D#$$pl{=0 zhQsWMFwDPDUxY#a*k7>X%+ydT(f?B*zrkxO!oAPLL3~4g2!s5vzu+f2@3dX3_L1M|Ald`o9r4-0R70{!V?__ zei<&hZ|^Vm2f|Q}@q#eO3*!r6K3@#cFpT~3Xd}GGj_rjwCqIAX<^l10sklAD;2*gE zPnfUg5Qg@VzL3oPqwf02u-=ROFIgXFoW{Pi#I9(LSbL%Uwo(Y!he^pE2uVOWnr`)8QmOBXQA#;33jeK)+T zSjPTeMi6FRsOKQJ2F6F^Cu~uX?b(#e5O4m)?7T_%lFvfJuQD+HOccwDFvK5RPhptO zD+>sNKG8nd_w4*gc(iV}ZzXkbz6Rq<_<=VTyBsUIeMWR_Na)jU4Xlr$z9NJd{wzs9 z1NM#iDPf4$sDHwce`9}y`FboXXZ}VQ><{~ooK;*tAm=3PFQYye9~$=g;@6Fwo+$k< z3jKz8%ChzTD4T?Il~`M_FZA!IsjesYS*Nh`wSuVGcP#7oO#uFfi{-`eF^b=WA%DaE zSou(rKVcZZseNn@_(6F@?W^2s<@8Hh1K-CLL>=1oZsi?q7#}cyi>h2{X}jeCjMu2o zB~y3r)_v*;`7q%i`-NSPOb6^Grf&&ikVo&oG0>0xMCD)~xE@6q_(l6>-_!Yf0V}8b zxg5_V`j@P_l9NC04bO)dX7j5hdmmMNE))G96VkhM^obws@7;m;iuzp|n;Yg;5d`ab zD37IEm&R!2>%n-8@>=@w+1}?0W*jez5T*?A3Xt%W+biaeFvO!%e`A5|#T8F~%~tRt z`lG)q$=`d^3gZRZ<8p1I?VT3qLq3lDE_dmY_OUhv;svfR5(fLk{D&~Shl2LR>eKmT z0V`+g39S4M^}qbhaqYR2k3j$Q{kvYxhdl?f``d!$h+%yT$CDL}c`8pwRe*kQy?`*p zCmg?4b{;ok{F{D2AL?hN);1g6kp8e9fcy{!d&T|;^ZE433vK7T=C#3m7WKdK_nm{U zv)e(u{TH)%yJ~=XTGrMhV6P}Y!Z2Q8{Z$e9)xTamfp~)btxC{0lOOE}@r3FpM+a(G z7r^&aepa}^({d=hZ-d{j){k;q+v_6y{~qBQP3egXEqOk;`emKz#hV(iet`V0{$=_* zzsEbyPmEN@8ewBN>~~;!jJfR{pDz5ox**1S)PRWZ!BQ-rjB%=7*ghv#HlFB-nbXxN z>QoEFd+a}E+3<=@L!5a0iaC3uL*3psuxHc{VLpDu+P`pk^r17)7h^YQIm|kf4(p={ zVtZvcn%a+TRvlQEJoCTrzp1KxS9gJUh3&63K5+8TW6^s(C@;b=ejMyR3((o~_75IK1VVEDHy$}X@BmZ%W{2cpuJ>}~yahV&w zR-`@y`!yHyL-@b%u^i$BwTBquAI6Kg;(6cIm;K=L)pdy`<^#S}L4Jt*tV`c?a{KU`A-u&z5Q_#1*xPQXj-s9(WuX|na4Cdo#Z}F!mWF9qL0`I*O zetFe$_Rm4w{?_N^J=!?i1IA~R*ZMz(D2{A!ZY^Z9~i#~!+A-hmoSXqD8G$6uj?)A z5C-cx$Uk8if6!hS?##Z&`s}`%Afe;aQQjX!=SNW92@`(nR4y%nd;`Z9hFQEw$k_N{ zv(8)izh~qx;gb7YiFsY&zAnlu;ci{|*S4u3Pn1W(_pKp5_M-nwMt&Hk_c{fM#u^i) z^^#z{3%^gam5WP>VVO(K1<)1)E>J2=?bhj zqP!9>7J9aI84U95Dz=YJDsP{5dN&c?pF#RI4Sp&yHBR)Ncp{b~hWoYXKUB`o(=*KS zflcl?-s{W;Kzu}b6IMtk`Zj%cn5%J7U3s1)^26{OqBlvSAg|_aZ=etJhotjvcl)Mz z06oZ0lCYznf#wA$NBtx{U%RPceG&LSwwLtrNarJCCHVQ7WTTZ&<1$M5ei~tj$GHBO zY%1}w>hS}<9-4f;OW~@TeCQA5n|yDcd6P~y#5>e~@|Q0+9!U&UVC&_ZJypJ{eH#w* z3#`9oMD~%=5&ZwE1%zRKfb!qs@cwG@lFg7mQT>^ky{`@u{a+dKx8;Ugm#jU*z<=<3 z#g@u>!TKel^YeOQeGrEH2j!b$s6Bd?*+Q^y%)e7y%OY~OB!j(Tew4E0NS2$bXugO0 z(=WB!^ULk#~ocSyJp3U!BIa{AfDX7gep8px*Kk`dhj-5~4Dm(N>?w>1s z|CKP0XQ{fYofEV>!uP1(?G|}$;kwG;k0^hJ*?GL}VL?5*lz&p1&FZfmY+5^~0_vmx zZ$}LNjq803cV_KTeKucb<#c~eKp5yj|6t`zKHK+fJblN^mg|3eUSs8;T~~oWq8~Bm zXGflIyNJ1>_t`LB?KGRTS0ZOQ#4D`7b8Ky zcfFDN8Cw_+_K5VPw-mk@dtm{zhxSPr><{VBF#Z&78(@VY_%F2umnJ^xrJu=Mp2QnHS89RqILVHM0#>-Uy0o?|3dG6MT zDH(WX7R;Zqz1^E{tsc8q^ndUe-v|RgIA0~q_gh){ZsLcPGke~h^=HN$#sBs zD^;)L`43^(Z$SEXUmSe&Twy89$50-7{Q7JS{WeP`fy(!6x@qDreG>9#Dn~5)g39;y zlW#B4^(n+FdlfPeH6g`{kKQnEYe%{GdkRM^Z%iNXZ^5*9l@JDPf^K#9!8|D#e z(X2hh&_A``tgi9l>o~Ay^p{M;kYD^$&h3TDxjzzy_=)=3H}+m@cdt3zKK3Qg((rI_ zf_#k1YlS@;Zdw8Jh_iAseR7`^0R7lMVaQMa!O$M^Pvx+li}toZcg*@%Yd*sGg7gxG z`dFUbZQRzZuVzq=^3K+LvFX{2aL^~VpKVuNdn>Jg=OYX=c@XCLefBuplPg}ug8XrQ zMHt4Pe=*xHqjH#!A-@c>^~>z>e?5g_xOqayR%}n?#%-F>HAj! ziF-;D)vPEV$ua(VMlnxx-vje)!r*^6KV{`?zQQnz7lgqd(Ow9{ctLnYiFI?gPoQ7q zFX!m`=@oH_JpVbM`O!Q)KaP**2L{Kzcmn%V?7SIauxF&7FpSUG{(h!g)$u zPbLigVZOz1A>}uOVSGk;F&y@PIGeS9(%QFupy<6l)b|0ze7wz_KVr3?*JzM0jvoxC z()hzLTffO&trMK!Y5?E+i}Mk}V6T{eF}#oZBMj|he94q^E-^EgrOY2C(Pp~VICigc1^U&9@hZFU{My?;3)ZU%zY3B_kDdeT z=XgHp@R!^K-@PR;U(^=cWATV;`&Qpe&>q@jaqXXeaV<;19&o-@+~^*7TUNAwkNq9# z9=F{jcbFWTpB|a%SMtX^UoMpLkt2~WxvJutr(7pUm(jvZrH(Rofn&5xozM`aE{O``Mm8^0Msw<#A2x=K))8K{?WYT+g#w zDSHjS4|hD$W68pPnsD9;V^QAl^benS|}OQSy%=HuUqJ0oXwXf*)- zP~RsdZ?stoKR`Z({1S%w7V^jN1M2VO(q#sRG(N+89OX@z-*-M4J6U&9y(G`~PHxj% zI^8-4)+f>bPqt0I*4IV>{!bSBKRs&LD}|*h5dX2i(@!gV>$<3eePI1FJ7S|%)E7(9 z|Fa3s2#bfC+#fB?&TE&ADA;~UT}6Af zWH0s}m!RZR*0hHjS=|25s$4Sa`?3knMS}M|}~7_=5bO>s1zBx8VezU!3zfcJ%qK zQ&1oCmvigi2j=(CgYggbaqi~@pP%2|W^<4DILqSo>9t zH$?l-NDpC%ujn5Pv-6(kL$9Z->evGDC0A_Egn>S!_x$aqs;LoPu>Oqgmzu}4PJS;s zKaKJ$4ex&@*zN$x8}03a-iVb~43pq~Ii9a&n5};hhWaR<3zPOdnq!*{=b=&F7lPgu z=G?V{_tuQX^bm&e5$6Yl!5(pZWcAC5-ir+p@?CB#D19Y*%i6WJ{j{3~_JsYFxtwV; znz>5Okm6;T`}%eIrAquh2w};>g>Y3H#+&Rs?SKZ*8sDf3b9Wt+_*9-w?K-SQt%V4i-h^S7(|1#Vq$wB!DGb(z)rRGra0AG>-$!R)m| z1h*H$5WmKV>1TK!#XrJe-#A{ea(drLKp5-^`Mr7|(=ub6go+`J7lh&e8Bl&#Uxe%o zIwX289_4-Yjlj#JuN>$L`MKV&?7eKy`7j=0d)J*-2Q+9*gz+2w>AFj7z|a!W{wB^B zuTQyi-}G@GC`Wl+UvxqJtwT7_OYQCbw$W@_24By)e(6HdvLT}L7+C*?vFf3?_m;A3 z{qn}c6`4{dijY5G|2ICE95-7a`hQJq??%h(`tQHKad{Gk{}ZJ0KQ;?*EXV+RL3~r# z^SGa`=)Gy|@0Mgr;rrP|KtGPpx4H$qc4@f;<0;MuZuMXPzU_@a_&>_)*1el)QjZ=f zOriG5yVkw4y6Mj4Lm2L3VEidJI;igD-gtRosZD3ziE;tr6a_RsmM|-OX_Bqhq;}IV}2y^*WJa4SJ_goeDMf<4u(QDC~ryF3s z2l=b)UbJpd?kzt5tn5AQ@aAn<;14L@O25}4dIC1Qx*hJRy_H?G%EIm~}BJ`slX2Bfd5!=-B>9by!|68}}U-Fpl# z3;}x4-l`HxiY7ds1WQXV4$&yZYgo zJD0OgDzN!W^^YfdX%SB$o+CXq2H#Jm*rotI=nsV1{}~Hdc@gzjGyAFKg!?-|UZ^j^ z{QPsxwSkiMgL{E}A^(Koy(XlWFpS59KXf^MOnU{`H|C#$0lGU)I}8SXuv{?2`~7aE z{&3z0$0Ne9UW)c17-xOzT9E+k7x@*GkLvm+QgpwYzOShtH(SRN;w!c<4DRXsZu~PC zFZ9LwA`JZ_y$rjMJPE`64CPC>-E@*4VfeoR?4L07{tpKKMtM;=#Am|WT3+V`?u7H% z=x@S3O4lN%KjQhC@PNbR2`>-9_=Wrkh5cO{W%kHx6aT{don|BrPGRp?352iiMLwD3 z#>WrgukFSL`$hRa%I}WB=xtI*MDLB@c@V;ozv6n}o%v6ehBUo~{Y&zth6+Z`JN}d8swbQnnBAUz`2AS$}9>7$5tJ<$ZTX z5@_gxTkfg8Gz->}B^!?q;ll7^sJ7B#5<$3q_*@D@ld?8+7 zen1%F1Imvu=nMVlp8k~nYj5R2evS0sD?282v#<`%#}Tej467(S3+GADAMPOrdHquk z`7q-9vZ({Nc}akO6JD$JIkj>#zn^#?G4zM_LKx0V<9Iov%Y>yoSpWOG z2OW5M82Ckdx{sL0XTq>QhWfr={4Hqa204&7`fuIMs*ve3=7GFXzx8sfEl)gZly9W- z5)6MPc`|&T`mdLto@|nv1p5IP|LgS!X&YoF@%yp$5A{9nHH+?3qrU1N{@kIPcL?l_ z`a`U^i|DEUZguONc0I&Tl<&jNDNi&4{+mxc^dEofb3qcE2gdIoE{T*C?23T+N%ha& zGR={00eN72e|SFBe51@;z&pkEPZ;t6JfB4v^r!oGImi#sw^2FFr_g`d_w0NK``&~2 zdlWS1RsU9))J5a{xo6W2kq_Yy&fYZW%~2=;b+0ASF1d)LHw95mN#Lb$LMbi{@L$u z4EJr29;y%V?qAIOla(|7dA8qmkKW{N@-@WYv$_fS=J$WXc`Vc~VaQ)`enlAa36y6; z$KUZPmS#XNVZAXy>VBMSo-9-}`S2_F?)r2L5sV zg}w*=F@6w+`7!zzVTcz8ypy%h2#eX;xrL*tl#Gwe(BFwEBH3AY=_+Pm7TY4Fq^ zKp*vAQ&3R0Boq2a`d{iioPB!LB*>3ZUktPH^yQd8oktwbg82&4`^qNr!qIO0|2+h+ zT+V%SDeDUMg#5pn5zy;iKpxz;L;rfUSoyMH^i+ta$lvR(7May8P0*gbm_Necuc)ua z_PQ~_IhUY5_Qx=rA2cpC%I=$02lB-B8&_=nCVyC;x8Hbdq_4}~Ne`@q7-$el*^^?e}%U5B7!Vn+vyaU7Reh9;Cz3rWUQlW**ImpNRiurx_^-W==Q8Dy~^uCw# z-Dl8M^nY8}|NGiSiBs;4f$;nYc!cqRF!%S5zn0z0*y;@aiuu|no!;GAhVF#*tdU~+J_U_Wj_5Oh=fj_^zpb>6 z{l)F6d6<8n9T7DkPwbCjW`7LR|9uOZN4vj|F1iQf9ggSCE4y8}JH!I^6VN`JFOIUx zvM_{v9QkYhTC%V66+@sO?VB){*OwhOXXjjA5B`AqW0=W{FvtVj|5DlSOpL!OtjD0d zztqaV40kC8f5-1zBJSO|Hdz_+Ypmb0QhKERyi~BSe=*D7TQ(J6@V@;E_6LyOmTNWM zmsg1XFBA@Hv&miLd9GSvg}`Tw&E zew_W{_&Z+;;v4Gk$L&=$bDzn9y&?TSzPRol_u>-2e@B?FSNt>%e{!qDkLTO15+~}X zwAS+Vi&o>$wZ}V~f;^C(RzFK=*Np)%9wGg$yCX+vJ^Lj8j{5smx}^KXeeS>y%8M}c z_b;aRdIeMt;|&k9M8oW(r=qdyY{`5=9)oV{mBnENBcEI<3R zp;yD&!lytFjvs_!zK-@oSh1GjvfeYzu4IBfG2XRJ`%%_!cOv)~%Cl{EfO4AhFtrn; zpSC?4jV9PXf%h!2eZoARvvN8=C6uU2m^<6H0nQ_c`xi<)?)0g{phP%NA=Zab(qa71 zpN}Kie4Sy?zt|oahI~hC4?@YATla_0xu=xE@V!TN-HOh_eIsmN^3#gsJ?%V!Uorhc zhABS~N*TR<=BU?GmF_zUrR>!6-YY+oSxxjvr8!Q?a$5%RQ9OSZN*$VLVzI~<{9PQM z7>4`0NRPC`+xppodXS%p_jiPZ+5RKLY&>Te=o8CND4l-BT+!(!$X}cfb4=$Gh0?EF zJ@cELLB8VgS}0@EWpuzZQGSE+lQ9{T>*nzeuvmXkF2*n)6Z@-BW=P|#ZI?#F_=)tk z+q(4HfD_|keGlbBnAy9q-Gia-i`@2teW5%VCi@b~YQ=|rSQ5zAdxWy{j$HorZ6ljM z3uO}{zXWy?z3+$o5QhC-@qCAuAH?{}Fzi>LJgC0vW1>$sfB2_;ZZgomIDQFbPw4B` z$%y_>MpqQC7>4uZ;`tH75O0t_s?Yf)4E~SuAk6t^nBucgZir>R#*(ot-U;QL;zumd zysl(H@|T;e_ik8U8Hiulp4{Q)O&(RJq-ee-l>1&@d1v!Cwtpg&S4*3xE>MK{jQW!w zlGOQ9b2gku6^~y+`NbU@-xhCS=Z%C4^7ToVkC^lR6?*Lpyw~Up=h=~8!Ym#N3B!65 z(xYG!w57!=8uAa+r@~;L`~#1)Rf4F01-rD}M)wxU()x)|Au#t|Sf#^%{cqP^G5x-1 z{Y^_OZw16GehU@$3pxdO&V=`4us_8mH}rpROJnOxLdEE$Z;vNV0e|Wv{$BBhLh{EWS}WyibApRG!#p^^Myj*!U|{ z4!(9Y(B2609gJtnn?_6@xP!khBvkoh|3J@O^nNz>r>Yz)nS8z&ha z=Jur8`^Msl34M6~s>3^+vuelz`6GR*(?$pS$Zu5aME*w@`~mGlHGI>W_KBi=6ZNT@ z(INKcBt?iPh}C)>RG&S06`U7Cdek=DZPgmE3eJQ7gP}dt50$IZ{+5to+W!=)9eA6e z)uPSDD`9(;+cq^8+K}(z_w6;?+%sQ(hxxXa*ghDhd_dT~zt*$1xcBn3pD1i^_Pb%L z-3qW*`rf~}$o$rFS(;x8+lRGz+&La2e+S27hC$vKFWaxnFYMHMkF9?Q3A6oeVf(zK zW~+nixP04}H=nkcl@Hhg=|c?diRarwDu;N9_RQ)xl0G`P6}8`g?*-^nyq_r~%;nJ` zA!El}&F+w2qW(Ih1t+T8+=2T8$X|#0DwjLI#z1|vpN=*^r7JW`c|7a5>|&sKuRzcz z+Iz=O4i)p`w4nY7F};L=ex#2u#4C(13?C$UF--Zckg(D;qOX&wm3G-kP3X@++&*FO zZ=|==6xW-_gL|?4E@7uS>nB<7N5Xsw<6q~K@sY2))_h#tb(=a|DJzX`E zm6rA>1%E<&B@FQm<uesR7pB+T*~hGD$}>Fc`ZT4tj1 zMd+W}%T3tmTyahIF|MZwyB7Oh+uo+5#OkX%M%sq_Oo#jv=}~`X=-;|41ir`ofiRrc zMf)NQ@f`i7yG=*ewP6?8d{EeZtKryS!EV`StQ;|{52603oXdwW%omW}?nnBsJ{GbL z@+p*G_tWQJT$Fwb=Uox^*!w+9sxqF(OTwJ~9+!U1y8eEh0?l8AJ?dI)%C!fw`98-7 zsXdKBSKfC??*#US<2PZjf9y}g{*}+5kC#DTR8F{>=+&5?dcyPYY&kk#Ce+yP6|SUi z4Em51+mFVTQ!-2MEQa?;Q9l~@6eTBh91Q+MxW4#W@DCYwzf7p{P}(fxilclJ*$ZLN zH~NR>nmtG2YxQ|N=;>^$b+-5_tT&^5^xTwPQCT>K?QaTumaq5|Z?PQg&q+)V!*suZ zmBaiD^-bmAKjQm=ynGh<4=bnj6IKrE)u_Lom0lrVj(=wF%?k$e83gkU|6p} zf9aJNzh|xNJ@79aUkQW$vAy08M~)WQiQW^{7Sm4{{2lW%R!;LtAz|*%T78pGhyDD` z)+2;kBZhQZZEOYmN!Y%YtInU1C-T{QWJ0a_Zj!!UDRN!OUbP-haWKpL!0x9D`?#N1 zd?Kp{^rL6{U4MM!@EhpI=h=Ybe||%zd(P|wY}Z4v)>}_f4W)a<3p^LfIp!9 z>6X7-V0Ef1TOSbijd^k*I(G(}zX|muCKg94pN4pb^3XH5^}{qmbYBhI*RyJPsp%OH z@fP{j^Dz5)V0ZL?II){S(6Fm8-cb3=GoM`o#{fOZj~-%nzC)<5^lHhYbWwc8a{YV5 z*2J&o_aB6WA%8=ACJg?9?d!Kac6|BSipK}Suz!g0%fMMX$ht<3-DeUSY=3T>ly3?5 zp^-m>j7KIm@tHtB_TPWm?Ju!AZgYD2uNl2NbKM#~U+aJBX6bO)Ol`pRIU!-NCyalD zAz!8TTK1&NUtI|Ib5VYVR;9Q7-gv!HG zE8jx$8ZdEy;||C)D4T}HzC z1`+4ncBhf?_s<6jQ~eu8{)yfLbnxg-795m>*%_KkI#^bLDX0{+D3 z#e@vg`vwei`!(+OcAwHKbd>r$dB>y5vm=Uo!XpW}R~GPVQ9*`oeOvxCv(#-;L(>VwQ1AnCLwk#wV)(@N>68HaEb(vA%iF zwd)?m{{;I%d7A4RN2A)A6{q?I$ze<-jvJ3V(ZljZ$3?e@ekvPMe~9=T_r{D zp`*MkzTORdINlW6Lp-?ra!YaBTi^%#8+A5?~mjBj4)fj zW92-*Vdb>nB(!{UKH9=P+T+ZfS)2+juxgZ{+(c|ulB`_T+@|E6+? zN9a$i{w>mn^<)EeeV1cEFY3p7#;Y+7ZIi*jaK1?x`bYk(7aHr0-zLNE0|>3x`I;>a zDTDY$-{&aY8}r&pmd;ZNtsAa7t#9WH^4}wt7h&)hjJGz%9ghq-HWcCyeovUkPlg|p zd~AM{CN69k2j{KPUTsx}o9d)rg7(pWY{ypI|E;VE@x)o&pKa#skofRhG6}@LZT9@> zKf_wu>5=`~J`RfA-D3ls&k&!l5Hifx6B$mR_J{PyirjL1GqjKT8Zx@o=+*NUUDaSdP4%yyF3UN$4dNN< ze+XhY&xHCLn)<2SLB|Nr8{zkap+5G{%Cjh68QL^p;LLG7A%3Ag3B!CC`(v2SLkfo( z)Q`wW>cZ(Cw&F)bs_YIPU+wxT-dD4$Ri^ukLc5DQd_V0pRAi^C!F8>tqL)D1yGV#rm;(v!UPYx8Gqtg!Bw|dh1+mKN{#meujTg-)f%j3iZYN zSweK$`G`QvNa@+;U_FF4 z$9PYP4TgLL{dol8=cFIP5U((P5e9kTc*4q4Nj`+3ed-_ElfB#DZT{T3OS)_g z*#luXuZ;2@HKrhBajON$Uq`GT!eGCcKd^GTA155$KdDl6TQS5NoKKCuVUphSnSjqX z9EPkloGc~U??iiWm@=?7da^apkMV>stlwe(4p$xK=bT;x>w6o;{WI($;r|aFkLPQI zR1W#R?%(Cm9>z;5hyF01WA(R^z6ito67@wG;sxrTFwCdXejProUwQYy5&+`!P(p^; ze3dXe&%nyr{bHfRw?pgfb6$acV17EL-|MAk9ImQGN@706FpF=5`T8DVm|r7(gxPsl z;h3DB7m6$IKzv2{jydRh`?Rkm^oRE3SaRxnw!dh99=~@y+f#Gd<^ST7kM;$rEz&5jWjr=>LI*gu(w&UM{`dW-Gg`fOvuSOqj2SyNv4Q^RB8+!H~*b`*mnvbak%m zak4jtH&eWDof9@?KIm_R!G1Ab z5Qg}L`g3ck+Y{uO#`BwTQYV*ZTu6ZR9JJ?gE9Hg;e%EL3;R(m3uC(+G6`dzWe{`35 zzQcLa6?T3{=)QH?r1B@@V7`d`c?{^6IV?pqpThV;81{ehdykQ2@#Q}nxPCn~ey4BD z_k#NwSl=@={n3Wk7ILph{+=n@8htASy#Mhz4nMBvp9A^e_(YhU9~62yZ&i0*R>|$r z%WK%QjEZ+sY(3B`tjzyF>O@#iMtOK$*SYiA+!yQ< z=pXHGLXQXcQ|A{4$AHonH=ZodV%ID*GA0c6o53bh{hIoti%)UQJ z^DBnu68(hL+(};SdzK%v`t*JU>krNgqI@Q={Mc{F&~u<)w5KWd&hMq)1i|_v+S8P= zRhy?Uy`ny+w6wSH=j#Ib1>$LTDPgCwOkw;YJbA{AE|+fce0~~Y z@Lz0?VKzUUmY5hbJ1860w~(G`+vNh%S84v&K4P#xq<`A^wLxWS<}hCQisj3&7R|Q^ z^Yz%_J*{5?(KbVnz@92*trkLp(+^{tUk zgZvEf48;#!qC(^O`qm8f-t#PAayp6pfng7_Kf>@m+84uY|8qtUlX923`Ru-jRoy|(r` zA3yw*D`YD|Q$e2SpA6G^7NMU;S@~s`j^HoIpP!a{YP)y*|2Twx7CS~%9#@62!p+%{}ATuDTKNH{R2+suO1W# z@f-EwUy@#L{?!xKmoT3Be?9M5kSq)O$M``Q`~~ehAnx0b1QTCqANdP7t(q6Vq6XHV zF&`uh_p33UG5m^sPxU)e{{gL=)wsN@{=DfsCON2=f_>t6MHu9R^v*j_wRFKPH8}4~xFo6cVM*`*%F8}J z+CF9-ykCg%G)QLs@zNuTzz@nVC^px(>%HkPzM}mGwJ4^n*%c4*5aq)#^T*)W)@^1V z2Ecw7+Fx)^)GiC_Z;;PmdkajSIL!#m2YW(#7EEt5yi{ih`!mSzf|CWE_FfUa7mfbA zpz4xZlfzhu&s6{UyepocMe8Zp-omk041?~Uhxt6=$sP_;D$}@sELkeKejDhIoMVuyS_ZC`5hQqjniFkPl-2AyJ_tl#74D{1WA} zD8VbLW2vUxLgJ4wYjYJIV z9k{+s80OE^9+va`ATs@{(%`Bie0?vn+%!$g>;a6IxZg+^=KIt?mV;w4KQ`rgol_d78j5Qg@V{>AZk+YTf}Kzu>@EIxE% ziqFdsZog4|HB{$o?gDwD{Sb!L53JA1*?RX9kGsj=>IQ=UAU{h26n0u z>M5xF|CD>Sslm;&|x;zrcS{ zpDX*tSlpb@B;`Th6Xx@WmG&x+8*MCL{}K6L)$8V#%}4Sfe?|XTWulQY&TkgjFUo6` ztL&qj?>h7RZ`C39gb}kRu=D6bhEEectDc=--u?0wzQ4~f8{bw-EdO@SyhgeUwZA&W zBy;@mjc~sm>5tJ{{A*Op40azw7&AG2$HJ~DATKKSw;TQWdk0uwL3zi_-rc`Uk1x6=LxVUU;G-{lbhO#i{Yl+ROr zzWzfP=tKKu?XRbJ6zkYl_IO(*SG;b291UB0_7ju;AANn zH5};Qj{Orp$ml@~@73e@LiJ(4677e5Pyg>MWaR~nKK!1&PbrLTb7<$>=`7ge0PGJj z?5|-wr*c(mTCZjJDCG+b@1}g1F!(o)Cxl^tAL9XGh|fen_Q&_**!Ohbg3-tGn>8yQ zhweS3$;b0G546Keu4KXZiuS$MIq*o<)OCFR5$E^vZGG@D`8x7nhU-Zmai{E8Mt$@F zf5Z72VLl%x%>8Yh{EIE!t51NwG2Rg7>ve>||8YE8*T1LMdlgSuUqbrUS!%2pzi1z{ zkMp%EC!#ZRy>%(1g4_w#a@>nn2 zGT7iwB9CY5pO}~?=9ojgM1NZUZrR5{vG4i%6Jdz&=r8NP`Y*n^u@~qM^+g!g52*b6 z{0*-vUN)UR5A$}g!L2V^>pm~E(zip z;S(!=Zd{uR=b^E`gtLpv`lu;FevI@bwm-6~uu~Dp59O6O;>)Ipje&4Jv7gvK2t&L@ z`z8$f!u%xB@BZ0S8U_##vHeZ`oT4uDm<#kEzney$R$b835A==t-4rZe8}`)+%CWyq zPbGfd91sNb()S-ePp@fggz**aDaj!FRG7nI_J1=%!rVTR41fJTCEJtdXGxpCT~NDH z1n1|l{iMexEo-OcgZvRE#}=opI%f+0g7gvQ^QGjJk-YQ z{Oxc>My?^ygLq53XY-zvXT$#4TCuzcga4qtu=36nuNY?e6synXuUkyUYwk%s0rMZ! z&lcNV^Q3MYfPQfQk1$_PVVKF2FwX~AIa{yaVmEim`ff|P|D|+kTa;ZR4Z=qGq-+d5 zWt#m3^3O41ei)ud@sKd+59wj$Z2gNc#8;FrVcD90F=S{czm%-dy5)v1LErk~{v8H^d)|PYgdN`E6Y|t9#AuAecWP zy$olw`czKuISQ$q`xC>=U$?G3cDgnB5A5e4{aa7GetfujqH+|&zxv!YdZ5hb58KRl zwK)e&k)rqQh1<4Ocm3JooQz!kg z8@lTt*c-|tb;{74ueBN=o)MmXMta)Z_B`K6%{%-AjkZ{vG-*! zk-T@9tIk$z=?3vIgxBz+SG`$m1Ta(b^q$jWC?`-H*X(cX3h{<+^+)B^iuD8C)g zUu}!`dk^-A{>U)Pmv&m(d{2{~3-?`ziTPugokt@K_JH3L2Kosv@1l@+C>iV#=L0(t z^L%#awr?4|nwoihOY6C}eY}GLt6C=}Kt7H1?e4ZSLh+sj*dx~8Js>}BSmHylFKmDJAX)8; z@{Vwy2lcUgWV`INDYt-sl+W%c>!oE|?0|mce~*(-^U?|S3T(Y#&-%XWZof5v_<-&2 z`5>Ei+%XsAi{l4jkO%U+ch;B5T4|#HuOfV=wz*%L5n!ZeZ$sm!n8OSBd@plbt6Jea zAD|b4;fCS`3_+i50U?U$%gT{ zmBZNk3_`+?KOldE!JiQC?<4It=4CGAxA^`37(0bCk^XRgoXQb%f8W2|?6m2ynLt0r zOTrNE(0>TSd3$Q_S*y~J8|%3IvuE5{dRU<^jHkH1l70S{{b~0J&>nuD(@9AnBb);C zp*$I;|9cSTnCs^S!vBl0c$72a)d$NCc93tNesj`y?7J)B5B7)j=bVr_)w}yfpdala z=a$fYdPhmgb)>%oSAyitJa)qPjPu7_nIUUD>YstXVE?)0FFJ*;z5w$x84#79z-wrUJ$Xh+?tKt43F#n|Q5ySop(wCRoBP`@e zIA5R2%gX*Z^RAPmDl0$KDlOCfF8DuvkC^K#4>80Wq6aaYk3f7d-N9Q}F15E-mspH^B0Ea5zbev&KPIa4)lZh8)3da zmf!bC@3#{A+~4z;e-65HCkWyJ$}d0p@WL5`azP&GfB9!uH?7|#ny;aL^S>U*>l|hQ z{9wE(aC3E$O0WX^Li;Jm@DyIR^5XYX3f@IL(~GYI`$GN?4c5}P?Dc{7U)X2WP?fq8 z9!VWgMUe@6N`YG^9c)DhY+Qb~L1=Bu%A{rZhBYSZRp7-;z+2 zvPwfz;&x$~e#P4$x5R!r(2x3fWr5!G zje8=%9tl@HIUDHojK>RCzI=RkH$Pc6kJf93Ye^pngMK0ZQl>?(9XqKV`bYa9%;lRB zTzV-qV=A0C<9e2oc5P$EbzR^u>QAcdN}1N@E|ToLJ$36eyEEzQfj-o~)B>vsU+;h7 z=WEy6-tNy?-lX!7^x^sdkMg&z`*{BCy6beccT-!Sf6QMKhW>E;>pLfRZ9L$`*N5vz zgZIq5Ar0SeqkONY{#s|fB?|HZ$e$b1EuZ%KO920I{U8kf3h5`z^H(_mF1!{j}lR|Rw~Ve%cbv3| z%a1VFH~NQLBd^EG87Ra5_27DP>$qg*yN;tFzQy(6*1O@#Y3W&jvA^4+6vih^```Df zw*#dORpop0{%;>jx%qVC8ZMvPPuAY=IVKk3Z5;1TL`#-o;!miL^xml$H9~fu6xbu~ z@9$K8(z$>46tqWux!b`lswu!+em||hcO!gzhMDf*@%P;mQD6PXXM#UQ`J`+1TCbcV z`u}8XpT4=ngw<8+A$~>wPZ;=%_LsgpFDfV7ldo5V`Tj8d(PpVag)r{F(hK(V`x0~z z%8_3g7P`BZJV@mCZ89vvrtddwR5qmk2}8Vr{L64|?sKZClQO%1oRNEFsg}L~=t24j z!~PQYAB5rj5a+|nf6;tddv-of80Lfg$apk-?B%fqaDGMOw^_-wm3)SB#P@of_fD=* z0RMyQ$2}AMlHVg*AYMTJ+_Ta2Uf<;e%%AYnrrwFOuE735Uu>`U5X1gV?{5t237+3k zInRIGtCv5$ZS6Y#z1saQ`?pT02?1q8d%5qqv(rcDVK;rxc=kh?H*GxSA1NEeXpLE>h7EpVJr_p>Lbg{6qo!0{X4d?&hzoGj5 z%_l%U1lNlPE$x{lGeq&-KbWuQtb8%)^TUpFGcA94f&ak%9tO@&Uvj=ePMzp`81in$ z>D8Hhy?EF@wM5V{7V_U{51HnZOn!`72J<02LHD_BCu`W>;`}oa^Zb40gorqMy%5lM zDqm9bByq!dXpi#F+`R4Qi_a4w9@G`{BlG2ipaJEj^7KA!QI>k)>rZh}s!OSUR?@2p z`|l3`d&K?-%T1#BWTk4$>8_0c`$YZBO7&UhEVD~agX}k3N}!|FBmnv0{Ih$+4gF8C z6~6yMoMWW%`OBqgARn}MhS_-=VepU81-uWDGa{o&t)vI|i(!9bn9rcUG1v?BhxPgQ zX4D?|@lQFohaB&&Iy%$O!~297?-7Rodq;aF4C@#2lQ7qpob?9w?^QqW{b0_SU!`}m zJ^6Z@Q#Um8Zqr@;mpS3ndQX<0r32^V*#6N^yF8b> z9oT!JMR{sv4|9KA2mYbGZyG`?}f_NF{`!xQJacqp}egyXa?9l2zhL+3hDzZP?BAHlWXhGacVOyKD&O^XRXi6W&Sm7xwP6v*lnG_uqwme~(goaSZ$! z`pd#Yid9ZmgP?!(H-!nd_WjhfB!08@IddKz@C}CV4MvIiS4g-!`FFzHz8Gfv&%)A1 z)yunN;d}$-@xpZ7oSmW+n`%}B3cm|=1H?H15yq(^YFIN?;T2jnwR9)h$lyS5+g2Hz7>eZ*Y< zg#aQAD(<4vIl8ko&wmtK^|`Uf z{RiBi!tsiuW_^@!(Eu*h zisj79z7Q{B`K!_I{m#jE0(-L*^OrF6*Y9r({t5jXl|%n%AFMu$Z(eO5KJ7*E3b2nQ z*d8(84^TOeH(#Y>JFMDnSshzr zA8!Zy$MUi{+SXFnMBg7EJ!SVChNVQ00ePZ55(ar8KL~?9PbnpZD~MjuqwpcSpF_-@}z!yGU0wYj{olU(Zr(rtAO8#tB2}ne?GaA{r_rF zwZm#n|06$vKJ@>D;k*y?tE`;<&y>}N{2z{2?U3c-uxJVJ2l-$9$flvMdmNAN2*dce zzaq@_rTW$3`cHRMz+d+k>np>{N#6*Ad}+K_?Jkplzk&7JgzAeitPf}()mRSlA$kzQ z`}qH~2mL~Rd>EjUQvPNa_-9;yJ{>?5X^Fz7GxkFXp&uVUrwJhb-4#)oOMm%{!6{ZH-9gJW8n zW8nS>>Q~*=b#qUCyTt9eE?TD~{$V@kU)||hsDKfLe# z`Kqs){x~z)LaP78sWCm`!Xq9peJKdijc=I+^rC#eyh`*)PQMEKLCiNY%;F8geEt1; zH?}$Ir!Slzp?-g@sajv->citJ!hC=GP19oj5bai;pZ>OaeD#}CU1Yc5d%8sopP=}N zuzW4ao0Zdh@~l3OU%wr`X4>;oJ;)p7`z_<+PW4yy3KhifZ_lTbKfZu4}KaBS6$~Y0t_q#u? zezv*vWEa>6`ai-jKkSb%_y-*S$HNOfVh_%Rcpd2_4E~48t5!JJzPSYPIqFxlAkoZo z>3oJKsOZ_yrpYOY)qU-b*(QPiKGTh=T; znJN0eIMnB#f2R92+&=~HA7c9!?RCY));ndd(fnFYB!+)}FpaPGg!%f}^5K|=iM{B3 zNNoSB`+w#xL89+BaK67rCMD~>oCn{_;(m=V zs8v=F@1Q;r26<7rMg3)qwc(s!ZSyoL)`dL>da%E?BAaQk4x;=i)^C@1B$F}s3dD0* z-hTY?pdAN|B`IGlkT`XHP4=;qu>TVCS0HiI!0elTDCnP<9}F{n5p>WCRq(x%2mOov zEyFC{5_HIZYIZxVQJKEC7f4QQy!GKR>z`Qv1Tq7cRCe@G0eK?7WbV&>TGw+Ov={4(fH1osDUf+Gt?^(@f4D!5^IT0Uk>NzVtEN<)$0b%4;jkrK_DBNGR0t?1IS;je*)R3lf9djVp%>$AX|4m z;M@%UK94|7?!fh1cMI8jDFQh!)kj0el=1n?c?B$bai@~S_X4>P?=PBbKlAy?E0*5a z(7zL$x1fH=k2pDM`Rxes*EnDKWzi{Cvlqd9#rt;wVR)|s;47$A0@JP0mIHD55+mX%53+%XZsHUVK~o0`UyjO>|ZhH!FZ*V zLM|W0q(c$CmF9#065FRhv321e`HT9{pFWOmKV{{RPo(lEx3%_39fSPtEHQmbh(UkE@r!`r z5X=`d4D^Zp7sIe$K>1UBh<}k^O3!KdQn|rlB=pW&CvR>8h^SJ&hCl{vm%kc$zQ69>_>iQWv&jfj(zfoE7#qqt{bI6}y zdsQj(A59(k{ZoPJyuKMX4jy3sR-l>^5p~deHoPY-KA#Y%ULCYsaattgYpMP1>kadt zm$CRopjxcgH=&Q{J_U}~Nn_g8g-z4oJ_XkAv?upq;L$5=JrtQ3uJ(Jsb2+9YD^@A|n z@4)d``6Y}`1cc%HOY{#6U&VNum4p7FzEC;jXVBjhhIj(!%P^h)u=Z>}&M@b%dLO4_ zDU}aFA8@|v1G6LYYBM_aXZ;PS{kp4@1nd{kKGi1#1+HE%#r78h!YrRBP@i@3UdN0m zcyA8%Sv~Ao(5l{7V7*8CQ{TAtUC1X(_`VLyHHNK~sWs7L`&)rVubYrz9|HZw@w5v6Yu}mS3ir#g zf31qrZ&!vNm3~G1>wLP#M)5`v%O?oBeBEia09=bv)mCylqk*-4`9C)_tP5RcbgMXB4by7?e4}PUh7P}JY_6leMbMoFx~$V5C;83{b1#Ep2y3NlD+i0 zYgS>pW<2Dt(0+9-en-4&vj+P@e@R$6j_iXloCl)5v2w;=)_y0=NB3SIYpn=-kPpsR zw>eq2uG?wg7s`h)yB{pj(>Rk}vd)3qH^bgUFJYEn6X^L5-_Y6X0QWzHAwPlg(K}-q zjLGHqx4d}#*k@>I{oAqr zP#^izXUWg)d&kQ67ZBUQnKd!Mg>$iKen#r}iCW1z6t9S z=KH&T{a$UiJCwt|Hx%@b>zbz{U&iu*f&sI(8fQ3({ttDum_EWFf4#pkobTiQht;S1 zF08#|DA7;lkl#Rlu==wJ8!Z`M)cf0N$cG_6jn$9C+t~xE>oAl4v-oas8wF&SO{hP7;1*~rxFm#=c*=EQOAUy-^o)y^Z*a61%l`zytehvH-FMU7JlKVr# z5Z@uc%rstYpR-Q%oaT8+)i~@e3eGrED4d*w=xR1GFX9dVFiSwy~K{iKcjQf-W z^~L!thPnO?%F7M+nQWrmhv+2?^^tya1%LUn-x{zVME^|~)@z)v`N5q-E}0gBexrSu zKMjwR4S34(X99-lzK_7X{M_isZKCh7ssC@+^eXSx1HX{|!SlY2TJG^l`7V_YelF}f z)awm;I2eTV{j(S8X7zfs=^gMQ-t2!s71w(2+C!(#It z*pDDT2*doaf5My}R(93JrRNX9eHEO)mDk{Pbrv2h-z~5TJU`>z?z=MdK8L{C=~+;i zVI{Oj`4NWkQGTr4hxBil!LHpUsc+%FGx`t0;Lnhr;TkbxGW{>e84$h0hdqsym@|^E zzr(M1`u{lY!1o_ER+eLwYNKI%q?a)GPaK~x=m*N%W>L38_oH1Q9z=N%hIkq2VVKz` ztIy&w!m^bA6xcM?g$G&Ia{IAWc~B^E>{U#mcyNSfZ0ZV|1oqy! zV1$lv`}Is`SkI6jBO)TAbrg9SRKns(f@}aJ@)sd8-~A= zVfTpyqbv*$eBSs5&a=?pISka^|I8y5;%%J2!|?O#)ju@@KX8191&S{J)hq=5W4?ee z@CW(paJE=i>rZ#cXAv%vdFbpN$j*lZjIZ!+M1LB+S?QF}G)}h|IdEm`eVeFxV^7 zOBnWx)c@01wX^y&z#pKz#~_CKXrE&$x1DXa5WROt^{dW~EE<&v<70nggJ-JQT^$Je ziRELLkLtbWW;4$xjNLJ4f?l{NA5G=E-q<@X2vpFe`HnqYH^RJ7^d1fMmsoS=w4}Wx z%eRl~Z@k;}fi(1IFP6`^=!o5yXB`9jke}lYb+5dgn+okw-cJ3EGhC!=VLb8u7lD(B z@zH>tnNW`F!}#x?Wqv>Kg7<~6Jz>7yPmnsKam}U(@{Pz}!d%{jVZVX;K4HS}-doC! zga1VOC(O0IWn|S8`lI&CH@{lke;Lm=IFFlfL0_wguLsVPKb{*uG!^o>m@gyD_d^ps z*KAg`7XAMz@{eKqo>VY#>zdoXEeD}K`Uk?`|1h2)4Dlk;H}Sesrv=UX^`7xi0x zWF~e8`D1;Tw;G%Lj1nPVjq9Jw59z2&x5L=~B?w%8eR|jFL06bO(lbeRkaO}|1JDQ5 zmq`Owss--s2J=CEo-|Nv$@+*8kRSH%+N<*Yyz(TV7v)13^cVGyFr4QheT1Puq@Q8B z&m(X(Usht*vI^`A>2ck?K)Kfa4PU<|5A&Sf&7c6rL;YabgY0ke1^iYroAMJIDf%A)lBb-$HXns>ntZk%pdV{^<{H6>l`myCgC)n?x z{HN^tUREjH!s(w9UmGw}QCU8jl|Sw7dLzbK;Wo{Gszi3EVDbsL|04dLRKPI37bBSJ zRD59Muvg%p^~CnTF#W$eD~J2ZxZYAZUw@`v30{`mE0^d0+~g9>Yg;~ne30L6gPSS` z=+?ph9{KIwKYp~Tj2*i_Byiu+pgMfk&Ht63AH09aqk+&r)}N--_N=+u4)g*0n`YNr zbwmCjZvWGg^=vn)YCwJ)`7=FzaMssnKJxvk{ft3x*L4@{f%OLCeZpYxDBl^Qrs-?C zFOv19_A^}aH`+L;z@nJ`Fb*AUu$b=&{%~XM9)k)sbi6TVGs|Z{m#64 zXnRIaH-28gFw0-ee3yOQ=;#PoKXH5y<-#`AQExfFJa*=FUokWn=7;n3C~Vp%HTn<8 zPkg>Em=%;(bvL3J{{IH)^E4iyEs-7#=ZQGJr`6b$qV1yl?dD>6GF(Oa$}r2%G0gIF zo|~)hWHoPv^_cogdmkD;LiBwv(lcA@h;jP8nGkQ`__NK0Q9AoS0Y6bc=KNYYa8Sf8 zkQe6f2*ZAEkeD9AU_W@CK^XiC?#~Iseg*A|F!1*u4El=lX8qB9Rsq8-e>2zml<(vT z9-yD%?;`|+p*_;e%ISLtRu1%|d{}*Ue$6obpOj$k91rKn_zvJ-P(E{ymL(eWQv&&7 zewHxAgSa0h4Dl?|@6}^q$Wp&EicB6}&6Ac*3h2(y!@O@^{FOJ`9sCK>G!_ZhwW+z4M$yn^cyVSc{i6Jqh>_Tjxi&p9#w34=YH{2K#(8~(xcy{3TbLp+B0 zN`|izJwBg%92nMr4(K2117X;&pue71de(KJtLS}Rq<7x0J;@Wze*=H1yfwqaeRw+0 zH_TUQb#VJyE`N^nZN9C;$Af>GV1B3{gdyHSei8=#!2St?y&%8lZ#=i{{S?vv{~-1? zY)#e9^@a5p{j2ZVV`CPsbAa=4q{nyb)Xh?%`CyMYAK$!0n>}|8*#8j-7Iga~qZfSz zF^Ht#g5V1ZIhWX%li-r558wXoM|G2&`v8Z|b`dWYr zJ0Bnn`9+k^64w*IE&UQfKXAQW65GFN#JXDWKPZnSWm)Ug#=e2^&>t*m$Zxta_$b&5 z>U%(N?7$nygN=zA1n9A?`H&r!9ODXto%RnKdgK?`9H#7e>gs2IM4hC zLwxry{zmg>?XQwP5r+LS@{2HE@0L!lb}ouu4C7(>(ySbTR%ANpBl=guARp9ER?hTu zY2JUIv~-pz&7$^!#=2)yJ61yetGAdRgh5~Q{>ET$xc*W(@E_&J+S7X)0#?q>6A82b z3lId39KXY+|615TqrW8#{to5IFxyWM=K90hA0&Nb<@CL!An;OO*V#R;K>iZvA9!W^ z+&=Fc+51O=z=~5xtlx^>tD*TJ=KKu&XkNDC@itgL4aM_c7AkW~_Vq|8$N3Tld%*Q| z*;*URDUisnkE_VN8fkl}sd zy7=wTKb6nS**MEK3%*}K{Rui*B)!F|ir)tytT>tI3D%gq%JY;Vybp)*GhuGu!3(53 zBQ3Wm2M~XPmuUUS)+~bk1dbQH^7{dgmdT($Xz#(h*SK~bA^Lx4oNw^cUrSeYl!15v z`5XM@;M2P50EGrB4;kV4UBv=!w@j)M+joz7y7S|_U^AXJ{}12#{QPC5cte35y1YhuXuh8@1g#e zC-gLTPru05kL3?sM^C-&4(|h@JeF5!N3Nc+2Ko=f_K3m$(LSjh=s|zSFpIYso=o#4 z4EBigTVd0pa84Kx`hx2bVbFinrxjTq+e;QWDA0XN!HQp}_RM&=8}^e}KXl~8w@2K% z0eu6+^brPsqWce~_XPx04)%@uLKyZ($gj}zm%=onFR=U30>TjgAV0#S$4hr_Oo01X zSU*hV=P608c8K?J{)8bOMf(dId~d;JlN>Ieu%MZbel)4Vd{JIu`OfKAE;#ahd${f6 z`mam&zKHy_yzU1Qu9H0U#VJ<50?e?Z!r-rvf2*dQNYR$E0DHsx5rlz0)aO;veLNfVMem^@KMC`AVpXiu z%A7hEIFG>m0Ab(<@|$7C55jzZzUr%Q^VXE1V2?B&VwG0n-|AG;M-^F@V0_e%HM3$j zWE=?u|Ag~j(|$kC)Jz5Z1D3CyWo5Q^pFYeV<9EXRKE*l>7oWrp%Xt2B-K5KdV@DVP zy~v++-+HfgSg;=2qrBF8m0or6yutGa>+>_}-EKO7GsOA~v->R(9>3DZtagC>1@d=; z^tq(;7ySQc1RFN2irI9e3#>1wZyS;W5+o*UydR*(1IU8w>JBd2jrqw5?{>GUyNe3t`ZI z?0=JPc*3??RmflCd^W{hQf@W85Aib6zo}@Q;>)>*AzwuG8=eNGCnke`!}86BKcC&a zu?70a`E6cZ`mw|GFFe1wxyD=K=I&g$4}$)OFvuVEdvl%r>d+~Tp#Nwegu!2;K5bD6 zSyFD%nfvoC4)Ye~8b5>fIR2JXms(eLtAzL!<+atrTgrO%Zje9f)7B%&75i7^fxhGU z6k(tr`zH+ki`rv-pqKEmfRPWYY(RgI{;dtKrS6MDY9+VfNmTfH1_vSU=KbiTeb7{(nFM z!rXsFMz=1{u@lA9D9^}8Z$Bkzit>Z~#QGVfqGxn$=Uw0@#v@UF2eOWv$b&!Gh2@AL z|26q<4EpW(HwJ%%`7CM=>p$k(34=ZN`KP`=@h@tT&yUoyRnQ;GCu+mZ=id*?as7$f z(=(~lGtqq+l<$s-w~{xN>Op@fuN{-VulR3>I>cKzza8;+etO^4NQp(nd4m_YkdRkIs$+Cis{?c61mMG`VOq`cmKwqPbk0LrW(6Pg^J!^BOKfo zw=;h#zYnuJCaV8BpE;l(D4*!4j6b>|C#7eQyrT=V4);1elgGb=6$Vgw%!3u*8zVJ= z9~hs-yzg}?$+r{83;Wyaa{Tg-g%@EwoX_6CfoHGW$Oio;d_79<-u>(U!)0E3W+;r~ z^WBS>uNV7OD-LQNJpkWt;C%KQA8wCZs{{E>)X)8sdZ_)Leg@|M59ajjZ);nn{^`1` z7nL9A`$qog1amm=!u|-u_=NW~9x+e2%h#_1h+%(*^E=q3{O9ZF)6l=EnE$cUHvhSC z?G41+=pSN(^i&^P{J4D_@_w!E+L#XaZLs~JLd&muW3IvcQ67gwD$_dMEe8EQBBqaF zV~I_FW3U&DpQs$>i~fQz=YO1pL1H(pZD6kk;`R))`xkLNl3%!mjN$pzIIAYfS3gAm zFN5-kTReENl8zkohxTwpV&1&*(RSdkas44r1>AoSx|mEY98bt(7ulRvF%*s}8$56^ z%opXE(90@o^uhi7yeq+>$IJ2KOF@6}djZ0*o+JGUn?FT$nbH;LF&6V9VgI+SV>>I=)?J*>3L4ULt6Cz(m1~}Wo5}SdD#+~gwGDD>HB>4A=n?_ zc@<%PA15jJ$kVTBYvB6_w2!2Nv1Lwvrr=+&zobj%=W<&6%T|&+3B!0u&pBnq!b#Rm z3MN#3&it8?XXPHa-)$h4AH($hynx~T)c?65ORpWRoeuLwew_RA^MTx-vGO5=|I--Z zyid)J=l}o9Y)=h6@fy|-q%T=YVz&18C){3>r)0PJmguTn1qs1V!0`4FrB}m?%edS=oMfN?M;JnPv3CEYDgTF+6obP;R{H&9vl1#tPkLk4Vjpkt``ac7~ z`I#-v<3hdQz8TVgLF-WN*B(W%KS25}46}M*xNkJrJL=Pg44b;(uM6S+B-#gIUjJfr zYqOS_68IBre^C&#_K9Q;_!G<@5Qh0tdG%W5b=uZ^J-%cdmp>rd7BK4br3osjp5FZZ zRl%i+QoW)cJMsHtgu(k`f0sPszl4nXz}KtGcK!X{?&t^liu|~Id89!{-<`m3w0FXw zkJ$doz<>si{H>gxE90B8x>%2f`Z(V!LCLbS{GCGjAF~i*+ zLOhE8g|IZs4-kg)6{Lq@w%=my50ZVP4j=oyTKW!*NA(G_^_t50{h-u6i+sl4Kg8pm z)Y6@oEZQ4ke}VG7rZ{?^)$oR&>yZ>gu$QSe6KlN zl^)Vb6Z{4B=d$PVjVnDtA85RJMHTQD$BmTytwxX3|uZ3HHKAg|(Rqxb7lrF(|sQ(Ppd%yz1kZ-5@8(b6X*91c_L-^>1 zx&+13a6W_cxt;P@u6}k0(8oZrd1(E?DwDkVE=;rxnuNO zE+^6k@~P+_?|65$E4h9jce4Cn`q_@gDYfCp9KWSN%5k=XZ*pH5O=z z{_hp}bNBh4%;c)QaNdRe-EA6aV&gBmPfF#8L4MeO`dP_2x8h&G_nlZj{pPOSL!8qg z-a`FI|5<%8EqMg!KhmGkF=0~m4QE&{33s)hGoa%uh>uXd8HoA$Q-)K)H+bO(?jJdb z`9m1iW2?V0$fy6`80;7G0j&L0idP83c(}eYTtV|A4D{iA8K(D!1sOqe3Unh@g1zAU z2?IZ9KKo8j*|U2%-w$UHX8VDRyi&~?SJC}0Twm|?$=N!*LJ9sq2IX_ly~{V#Rbv2Q zfA^Q9m~5$;#?R~TzkGA=-wqE6|VfAPn}4^ghV9O0C#j1^mYKhGBNU<)LH$Dfe!C2l1fxf@8UN29th=?Iqk&P zFNbpAyqU^pn6>TM^#H!lMt_h=nBJ=sWZv(wt-HGy_otbE4jt=c843OX=a(h3c7a8P z3-|-%XV%!AYja8#f`OhSFZ5f;>t`39ivIY$Gt@_Vb2L8ODA||B>*qucKad1FK6Fz z?Izo1h`*6vgt>np4DmbCpL1zU?2JQ`AU^Fa=09QJC;GSCfVO7_8y`VDf$=+G=nuyu z%+HH*L#{bx>E8u?K>f@;UoW#g*%#tjUjM7q;SliYm<({_&EP3 z-?T^f*FFdF3(`jz^bgCQ%5BksszeLmeYxNQC9rGWcj|A=9}xL#5@&tDPd@egay;?t*f z?%Dmfws8ORtdnh=)NDG-{!l%IN|cBlJ76`PflqWUSSLI1Lriz}(S1>!1tIUl*MGbY13`DF1-`C(OSGD#-p4 z8a5;m=t2G$RJo^YpLG%FL3=E8o9BA`&=EdW5wS8aT12bWNi1RJVOitLBc^3Qu zV!_Vw$@1Oa^YxxE&*upCe(}xiagu-UE_A!K=W0sV!}Ph{}ATyEfD7Nd^!Gk!^VakAWyWHmq}rN zs6Kj3^zYR322wM>+c!v0=KPhRXAWd!RT`lDAC zBT@#-c<}h4)av+4VgH$+?*?M~AzzKTIr3CWl%QAAL)B-d9wCc@K#RW>m}+s3(Ob(uRdY=e@Fq9!~PBV{d$Gk zr;c?yc>eiy(xbCyQwH<+f-uM*=_!+3e$+aur_3`tZ!eoT`?zk;{rtR>VK%>Vd70Ak z-rIhTQ)N%E_Bm6}^xId!^C1<4Sw5tqJfLBU zft><7pCJtVr17vE=tY0|HsVLqne(T?AE14|J<{jv)!J?#Pvr00Ya^qdy?q1vg8ZwL zaO`lWN`~8WrQ+4LZ22}gU&i^vpEuhCTs#Wz#h`su4%R5u9rc>?pD^T?alFdM>W*{9 z7yv!UpURRGmwIU%LA-&u%4hzBTRJPizHt0^XZwDiJLw6mr~hE^cZlC_=|842a{{OD zeZ^I&DhoOAN2q_*GH=ZDzs7*SG8F4KVTk9EKh^;amuXP*u zmmf{EHjTRKuBb=;>*IeV=i|oO!hCT(V3_4^KHk}-Hg3}dpm&*=e!}2CeE-HgKS1RW zAE17*_Ut}3VR#P(`B$TD`aI#i=sg$0-9}EE>{So@Rpd_%VxGSy4Dv<(5a#yH@DAcn zO|KuBUgqbyylNKPTMyk@4D{pvjWE0yfci<8^PjK`TVDus{b2Pg82#17N{eRKf<2%< z)yms$8FE#Iy$2eKs60>b>hblqsFksEs3@%5r^(akm+ zZEJ|%kpFepYzrF4YViF`-P8To0&}I|{1@k6m%k!0dDLJ+uYW5iBi}NE4^2hnrA3Qs-Y+E_RTi38Z#L#~I-x&5A z_+AUuhxiTioeUe3e<95M87sfY=*Rxyy&0TueR{Ww1FuWK{&9cA@IjJief|Tb4X4|{ z9*N%9b_v6b;z7T#eS@^Tdx&CZeqXggUfSc}MJYwb?}msOZbHjsc!EI z{uKLbh<97y;-d}ac%PUs@atdfO!QDW$PeS0hM%vdHU4)B)(fQP(|)UNRjv|Xk2oH~ zOy57{99&U0qa*N_$`SMY_ouHH^cRPU{{J1zKdbKRTN57y@<#prtRH&QcI5#6yISSN>7A2v&3UvPbCocYQ(YFj3(rx?#P zZuz!mSmxPGK+UXo_8xMkY@1{!>33d-wmZ-fB5JI_KfoSp6=ifTq^p01NE0M|DKFt z7GHe-T-C$uNa5Qh0+`=292ltu?V2m8SJ5e9kU_=LItCd|ht4CkfP-_$2fk$F{czJm7fGoY;I z!-JckpQs-{w@8gzy!#>8E0w>gA98KfJ%u@hTQu}OuWD5Xd&lux;(xDG5`2ODD9(>C zzpwvm{@BA)pD&VqP5uAc=zm1v*=*^L49Bm%IqF46h#$v`_5BxO>2AbN!axtw|LdIp z!bMAB;Qt(P{9oyBBVU~C2l|5aGtBN|{c0}u+ZVi|LoCH3t*gy?4k*k}aHILOM!6jS z@GzCnxAoAY_CKrE0sk>SLzsWR*P5Evv)k(+;6Kvy=kb2`>)|uuz7E>&pDG`hUYpKg6NddE zj^EyOe02R=(f5GJ|MslgnKOq)!Fio{enN?U0S?dRCd2+wTrTXezVoYFw>QCj#rzOT zE~~E%KOL`p0r@SI-0(qiM@&EI6R1xdZ=m*)_cj?VzfvIafchuQ_K!k_HUBMV>pd%% zEJXP+4C|$sze35+Nx@BOHz3{<`zMYmo)AhlUowoFw2|4nP^wS9hoWf`+n)%f91l$C z^CF3T{~(m|iqjpf@dMsx66=dlYTo{WlP;Y>Uy(mj)$K(p_FKUJQhCkS#6X>J@K+up zdk{(?hWbE6R$^><1HeftNq{W>cL z`67R$C-jugZzAR=!~O8S znvgK8zvA^=DEp~bURkH5AU~9^+!ejTO=+U{eZ>AzC~vpf5{ru-H!r}wcKhIkP9$?8+SQYgQ9@tR(K{Cxu#rPkSUyjvn5yum_?jP_ zmmz-$gM5+SgyB4v+CN%ceCxRm(2w#}a?3n1%BL5LFNGbI_P>65XFKG}$BE@l7~&1x zzcJ{$*nhJ6(4TmHW|-aYU>N)}>RZQQrJ=nJtpfWX{IJ)m3C;?jKWJad@_~EeCR)P# zB;xf=sJ!W|er>lh@c&4^a=hXBbH7COQD2qs?6?qPX9WHL`9&D?5BpQms?jm?3szzB zQ5pP3Wo&T)*snMq6%vN^4(*39%l`{ia?DoL`y7OPD~_j9KGoRdm>&2Ol$Xl)f|qqg zvA{1XN6h_&s(Hj=uUXAt-^g#(Iaz1(=e7a;s2{3<{+$+QX)DB1d(~5U#&0`Zfca24 zV(@3!zLV{oVDC$&Fh8W1Fw__48-xtg{TE@U^_#y3H|YUA*q@qpw;dksui(8XtgjX= zbv<^8ADmB$&o6|8;rmq7Cst1Ji%{*?+Q{J+)46_WtTSDCX^}RpuZzU`K^V%hf5NhP z#4nBL-^x=KKZ5^1LV0SAa|u&wIRyJt)K|@UDHo*!4nzEo^3z-vtYNFA1M^4zY9`t_ zg_jP6{2i6w9I{OH<2%{Kq)(cJm(zS1_9FgiY5y2$uyPmBhy3iUEU*juF4`Xu_B>wo zuIUTAA0X_!xyvc@MYH5SP=B3Id^kD9Vm*sDg$&dEb7AL?XP^3|h~5jp`E*I%xAOe- zWVW9dc1iV7_qq5%QJ4DbQgtC}lZWX21k`ti(}?t}%9)6^w`WO_;9--A}K%EjRoy zi|>Sl!Ji;KteoEjz%zP#^oIoXSv=T+jZWMA-M+$(SL*>p(tO z-mmip#S7z{fj;DSKMSM1#^c(!z4Y7FB2?O*t2_YrL&AO^s+XN83WxJos!y2dfB%mm zHCplu*#1p8psQr>rC$=@`~vF}hS?*(1_a6<>hQ1yxMMHo$AGuq-okYkfqvAN0j<{N z0DEHiEm+TC9PX)`3 zhZsEVC;8aS;YHgk0YTnvSsi`0F;rn>e3=kris1QgJMwFC2I@ z$#2v39B!{>O3hmy_3gvn_ZOOV{JgDZjy7Kp%jxgV8(JuQg6?;teW za>ldsi&&rs=`)Mkv-iEkr;^c4NYe1z^wU?*})o-Mqmx3ECq+34=WT!Jse5AB*+PmXfW71iLTPCI_;7zi{ZH@P_uJsW3kJ+o88Q*H|PT>ZnWdVVLe83Wt8nvD02*4e?g$eX(3^Fj}Q4{HM1h)V~&gJYT~Dr=fh)9FK-5W5q~c$B+UMA znB%K7AFJ$pxt)fY!hUG0m_LL;J{T_&2Kzw$APn&-+8?X$Px~c?t7!kha2?6Vy3_cU zn+eN6Karo-)4I<|9cRMr$$D1oX^Yr>uwG)kKp565jCToxuyMV%UOFx8O<9ecko6ao z^yJ~#WUe39|1B`T=_7#ucR>5F&NItPK2jqy@Lvr5WBIW4?E#--JHY-O^>J9WnzYi5 zMch9O`!?snisB*Q@3DONOvSGGgCe=T5(azwryTSX=WC-mYkcmV`RxBdgf=GrPgdOa z1AVs@^Pe!B*Q0(hOy}#oKD{?3v}w51H~Nwxv`2n0983JR?fN(%@W=z653=37qo;9* zFZ|yi+KX*TZbs5>c}_oJ_&yx%nJ|xUSovqx{_|F+ZQAo;eC%(;hTM@_4f)*u2=n-7 z#HIX*J!(;)Z)pD`RU0Tb7to9P zHmcL!_J~IoV1GE?sLsk03U@|xe>Tc$@7=BQO;|otIBLn^NyF!E0Dq49Nf`Ra@kZSU z(REpq2>i$X9U_PH85rpg<>((AGGCU48i(=v4mE?DX21Ci_Ky5_R9W=G)3rDFTa+(h zz8*QwKIx-Y;R*2|&S$h$)7T01qVF9N#ri}T;z{)PgyH{s&_57{d=%;%t55F>3t4@Z zuN<8k60W_zC+tTJuz$ob9`#4%^~Ar?ncs(<{L&xtM*&!$@DYhQe`AoZ$3J*6`9o?C z>o@vG!k|AWpD_cn+hgm!*?ke=m;^V|`Lp%||1keECN)@V=g1X2z8X9FPi+6+wUGZn zevO?R-Q{zaV9-Au@%Uqx>luX&GUM_dTYRM`p!_=A_d@=RlN|80w&f_~b5TBoVgG~l zjI-QhbG`Tv#BaLd{>IJT_429ZNQmFiUo#v+`Y|pnsC$x^=>Ias_dSJ#dH!wOesjZa zs$Sea33LB8?)t8?#{E}AIqI8}%8xZZwYs3sXpc?^_@t!q>0Q?UQ66p2qsl&Ke1?bFQj35PzLr9WDnL z+w=9AVS0~1=p1--qWpqD{rZVeo$~NdH804~H&s7s3CTipQTgqOH-TcooPK^>w1xi7)95 zH+jBt;!c$h&q`*Yda*{x%N75F=}XTqRwC~v~xPf?#;PB$s&MZ~iECBjL;)2_*Af8hRa($j)* z1N}w$YVrAykTA#_^_4KsU$gpbzv{Zd_KIJAE|1?_cWHgtKJggzkNkIySF``DxdzIS zUc%5nu3rq(`*1?nQ>SN!b?plISe%b*%F^xa(?sX_IDgmMFYPyln*cws|H;EmL+?+z z2<6z{|!>k%#%l|qJD{N`SFe0!eXL(nJmAB17Qh4W?QbUrSerr#s6CioBNCzccD=V#Nb zw;GSLss#N&`ld~I)bcd;E|gP!#E@@7c~Q9xoo@@LrR*5rx*{Fc8!Vr$ba7a8iX(il zNI1E%D!TYJ%uoEihj2P!mJesxnDm=4OYrycvDo zUAdU~3iwUf{Lc-Wwqn@-<9ueguh5gr$OQXB{hU#2{-h!M8oc*F<%rq;$p~i-nE5HL zXg2U0?T;|<6WhXzB*S*DcS2cmb@>}@Jne{E73PV=1=Kg!d+QXcdh=kKY$ zFs8kS==*5Y7s9YUBYz3=^~v*%`a7$}7QWy2{G(?Y)T9so7U^Y}#hY`qB7?Uq6`fBa zy>nJS^skSvga3yje0Q+Ii35?~Khb~8$$52P<3c;Q&xq^8T;2p%kDQ`D zzX$%If13MfL{Q4j=a8>Ld3#y;H_p_Jf%_bUpGzv(RL03nWcZD9h{;TIi05#<^g_(; z?+OV+J`>{!?_mmOCVaZj?SnAnV~~H|RUIZ|`itJbMEbqIm7U)`d;$AEL7~r;`Z(Xk zClz`Uy@Wx3asKlLO%4q&u!4B%AI$Y<-U!?0Z&EjM`(l{I>+^PH<~aV`4d){`{=C?r zA>}LExP0e3PDu})-9y=k^wC%2&Is>OZgM76-`CYCesFag#Cy1&5Qg^HpYP!h-S=pJ z;{0BqetBc_qH@5<-vu+P<~6S9!soN_TI3U{0g|9k$lrzE7dPHWGza}a?6;to;C%6o zjx4_Lmvleo<}14Ig5~}bR~XfMtd;9c`)!6zh(G@GOQ&jNj|Y8l5c@}leJFoN82r8X zdl(^Mpbyt?hUxw>E9d)H|DbozqjVPW^?_mfUP$O4a`%A!oE-K&mC(O-cz6GbVX$5z zKm0$L_^EF#1omOnEe>1`*4#%F^1<6AHIR28E@eRGTr}O+=??UEU1edv6uXli>>_zojMLHxF@M-yxgo z2QL0t6gTQ3x6iV5+WtiUM z5)y{}0s3FUke@{QSUJm=GECn;vi9u$nJ{R2n_y?pwLBjmv?~8c%k!I{ZwtioVYmvv zzZ5cjlI)jZ7S9J&v|6rxyGwZq@h8}Ft;HKbcd!rScktanEuGX6fYG0a$eiwMVBW;- zC&Zh@u>`PVfb`(H9ALY41aMxhN&dsoXp+8*l>Q2&j;UM@wH`JdM<+}Od(*MDJ z66=Rfa~GPQ83^>FeT42lIIjJ+=zVuwPeO017xog2kY@J>LhDm19Y2(SePjJF^lw^_i8^d$&S{*?P(PWAbO^bbpxD2l*hqtG;dT+_QKn`15}-*y}$S)^FtR>bQNb z^9)CG`y|Zs_YAZ9H>bO?_P#0yz~7)gtx+?x zZe7&C?R`zZ^G3@b?F9Xya>THoKzi2Xz4tm6E%J{jzcr<4Ghcs60RMyiudOQ4do@)L z&d;$u!^}UfTefZBM~z1C->9$ap3Gf)XrU*_ALqYbGh6@g)g=($qP?&0wI=RuL8~&| zCl#)r7+Uo9&tdR47*DMaS-)*+-Xv&G_2WY}j#qo2tWW+Y!qD$wTSN%>V;nDHm806S zqhGl_MXc`Mr z>`2!EaK4QE*&;8LcU}7!s6qd*W$B=G9>+alzZoi~k1+Iy@dsh>hiH$ioc?b|NEqlr z`U$iDgBEUyUDNoX<~-Ol(z7MyMx0Kz3HVQ{PuQL8bL(Q8V}_%U49gn7PsyH>@%Voy&V&u*VQTVMabQl1|t%=6pZw`?n_ zy)p>m8>D~xzI&HV%FoJGlRj;a|EzyGBpU1+C`YY4-PCvK;OiC7yhZwdO3_fr|B|K}AFhWo*o?_%XgNxuk#KB0XRmYn=AhIkJ7 z%j(njE5cp-{Oc@(gCRdd<#kA`7+G%UHfyQeKfP$Ie+(8rrS(@V*&E8LwXRydW7rq{)Sh!BgYv-Irev8m-)yC zSF_pw84C|&KYeO=V-@fh^@A|Kk3|^xhx}!j?H3OexTGjMj|TsS^F8oW%{RPS9rmL* z-a)C1^jm4B5HFzqA58l4dfk-)u>V4PWq3KAM-hhg2JN3P%op3os;dONJ(dLV0{STdmo}`btNcV>I8x zXV#`Ex$Nfg=d6+%p1u=Z45OZ;HvZ)vCThIkk6lMn{~jPxCur)g!f;{>c<7(Wn(d=BalVgCKak(`j2(!-l2vxxp9?=mjm zbPD48t@tfz&LeYmL0^o;`bb#OiR#CnAM<})U3Xm1-}i55mk^1JC>pekkWqFaQXv^- zloB5^qe&!6k`*GOMTG2z_KV`bB29=>H!vA0iC?hx$4#Y2AD0=()VT)92;(ZB$zT@dL+C znBN~beQ`*Wy4PO#KTD!l$*MS8hQWM~?VXuY_@Xt;7vewicjmpiMSWx`@Q3uX1LK}8 zewqTx!uj;<+{)h5)J5-Kpgzv}OjeBAq6GY5JR;2R*TvjkK7GK~pOF7xd$C)TuWQ@i z0Q)4o=YX%PngIC4_G1x4JjM27f2fZu87o@Pp?$>uxiED7$Z6njD8INtX9w#}RD=F4 z#QGx)_u;WU!Z6?9_!*XJU!T3VRLbZ@#9!R>yE{+Zy&&_5wU<4A@VR-Ru)jq8=ha`e zALs+}!12eG|2%LaRU7n?g!~|ed=ck6qC@;a`(@?Xc_5>+`7OTl_meI`p3pwZD}LNS zkN7mv{bID2_#@dLihoJKevgj0Kf+)?xF5&pZ;3y`;2+38VeluEcl_y4t>x~=`TP}s zNqhG7R>EdFMy37oXyy>F<{Y!yy8r zpVU(GMCp+g{~n1j#AEFLQr+BM3#(>B{b6GM2t#~8c{9xJvs|jT%o*}q7yJqD0}+P& z68R_0<2_-B4`_dv=dG)kv)c;$GsrJtZjYC@)oi~Yox=0Q%lo%T?vOqxVW(0e=8v%S z5ou}<>EOS3UxSs8r~HiJleFGo^;dI@`St0NNFUMv=b^l=NV&C)jouIXC0wRjdwP-;-_J_6jQz9D=nve_>?a;S z!)K^G!+S}-$pwqQTkgLE`zPp+$&bx!!s8zD_1M+XX{(Yq1i=3dVSj|-eH6kqn$z@+ z8o^)Dey-MrWx8vZgT0}B6Xx>^qcicWaZyUggj~;1AT^-e2Ww40iMT7`LZ2yKhP;(<_9)*=&Oh&1 zE;_ROl0EQ`<9*F6LK_6&eSu-rV zH>@;){WG+etiZMn-m0+>e~{m-okdaJGTHpTMAon8{u8u1!g(+1H(SzoZp_-Ba6W?V zWlK$-v3Nxc=o9@fTS@uH>t7#1{#gG0v_G1I8`F6_zkj2@gRI{Gum@c+e}rNG2Ib4> z?7k4;j`V+(r8y504Zh@60l(wK^$A0MiT5iAga2ZDVsy5@#_F^EJ4UDf+bexIe0^om z4r`Df@=sXaiQ(Cq>w0f$lPaS8#Zhy0()XH^PS3UhdVohMbiUUNGCKaJ8n z^~7~C!AJOgtvpln0jV<-;QvZde|hsBrYfJE0sh_&!+20%MCa>+yu}}WEKrsQc@sS@ zKYmSQF8F&p4EBchnpYceC1PKaye;XAVb)*%Oo?OhS%0NV$=~x+3;I@8ir#O>_6YOw z=Ko!JC+z-mK0g)sNR8TVx>m)o!!fab7*3L!g!n*Dt36*t@AY7N1(&+zl;qX$@fB|V zZMEWc8^{mGUzl#)x5t+~kPl+~DXg)xHSgR6d-Oo=+2m2y@I4@wf1LMp#s=%z{65kX@1WVcE^h>Wu>RAi+%2_z zyF-49_DLAzf%Tu>Z8Tfzn-AwRgg*i`y54&p1S-ODmqU< z{+~rRb(glO0DWVA%P{*MsQ9w0=DRr2{X!gnad~vtYbW-B{BXbFx#^*6}gF<9XPBn#%kAAwHn}K7Tt-y;gDopMOfs!p7_N z7Vz&^OI%F@3ceqK{;_=NozE9O9(LjJop8rLl^Re&O;G$h%*SPW{HmFHke| zSuL3f-}9q>1QTV|bmxrZ^M_#XhY!bYJdiD-^)$nU6#p15q4|yBY8tQLz|bDfwc};A zD832OZZ`R@*bUz!QGa)@+ zb#r-oKen`7@Iq?WyARy|%3sYMUHwFKe;wN^|1*Eg=57-Jqkaj4|6qF+s}^+XJ>J~07saQl z#;nZfWnICZss1-5=b^)Q@c8p`)c8I>ql=+`ybt{{P8d|2Y6$j<{zVwpizqL`{Jz%9 zgr@IrZ5{xB$Uk9zenJ@TL*w{a`8bmAt9R!U?%hpg?-P~2sxwij>GhW9cdwe%-Xu@9 zhxmZ{APn&d<@-ift;6|v(f`FFoiOMd`F|tZ)@W9LU8*yq&-E&7a90KYLw?>YE${Yt z)j=-LH~tB76}G$JycOqj!tg#fmEU=_Ea{RcUZVcqAO?M*{@?r=o-oiVn%nc+%RfJP zZ4~_T<11m=Y}Wo(iH)f)2e|)KH>iHr*Au-jkNI$QQ^fkG|~G>tX!3-m160_`=vr zjoW{{dwlOx!d9q^@u%Kbsl!S84A_4|d#Jye37<=KgY`Di5%c}%dcn$ji-ttWXp%lZ zE4>(cxnLLMlPLesFBI0Rniv4a_8L?gdRm-JhV=;gL&HIv3)2OcVLuD);fu_Z-9OIV zf_RDk^`%p{4`Ws3`1!+^yIXXpzmSFfRUGe^bPcT;*G2EsqknugA5prhYz@R~hTX#j z236o+BgOXl)m)7EeD!tB*&w~IqW?EV{=SBP%3EG&2E~NZe%JBg`HGFKy}uss zubQ2O{WR3accY$jVk`c_{y4^ehFN_1zUYd)%P!IXccJ{gXWkiK*rX4Y(VoB8EY1pv zTnzq&{5Ey!lx%u68|Fi_k0xy;mxuz<|CtRG^Gg`+8)7^o4Cg^Ozp(Q3K2|AV*q=dv zVD(u()ii4Qn*wbIxw#Y%n!+-Irnp1_KWP69v-7m31P`0_XKcW~h>jTS3CGuz8`^n5 zL4UqqOc?lWN9XsM8J)ea(vhje=Gj}$`1{}H_4GdxIg_EfBs!r zV;c02^7?TwcfkQ~Ww<|#^8Imm$1aB#mz4&Pe1Dv=d1CX>3*sHle}qAQIG!JIB}co5 zrhvateZ&xdkRPIRdua+Q9?O9vvF%Umc{)AzF677XycK`0@ zg!9t6Ej4_9<>$cxWosHO;rtZi!>`dc&&NCvz2AcIlrXz=i!@mjZkiH4?@&A6^^6O7y9LN*r!@n9Tt21ieK>Ww?{oS(A@$ZXTo?ra+zxbvu zK0+as?Coz%=`6Fc+Hju<<4bD?+m}639l1TWc1tt29bpCSqdr+=Vr=qB`)JX92=RW4K;oE- z(uTc1*?L7FDYN*nYH1n!9!emYIryn$&K-7tMj-h({paU?BV-FvKLV*4OW)-Lzkv5O z#P@qRK1KZzoy~6oshMXF&eMv6`DLF-pB&TsE)2tbC6=c^s&&V!v38GCX}?7vEm8jE zu1Y1$H)8+eI1%kfAieHDZ#bai#|zYAmqMtPcD9e^L?Pi}zi z<8$&Cz&;57oGH63-GS{N2;}{C9?>0qAI6V#`QVr;IsHVKzr_9}P}uyU^Subs{Z*tZ zv?@2iv^1Bq#6_MUxNG%$ICFCA2B-1=NM-BqCjcpZ3+K(b+G$jdub0;P_NN9nziszyPp#KUmOl{1x5b=NCv^ruI6Xb#+^|&=UMp9RCD_A->>v z8J*sv5_Eijc#L<{80c@1*j@?4`VIY!FpL++)A38@_H)kDAb$|Y4*_A2C-SGN@!7K1 z#@E1~*nb6tx&IM{_=5UT^{P(`e3=aPDbBA2s*$crcbk99zLkm<^Fvtju$1G!Sn7b} zt$#7}*AC0Rky!pO9r7>n`8jJJ?A`ERI>-yhOZ~BYiIwN^f#~e}8b$~E!tr!coAtG8 z?@h3tK>c=d-@A70!B+PF4}wlHMMLhKn8p3KQ(3>}XqkH~o(ejZT^>4p*bLAYw%1wd ztrS)z zNzld1ASwUlIpBxNM;%|fU{)Vk-=qGz#HU<{R9Xk?b+pGWH-4K+osWX{iH;cjnd;vh z1Ak`~3I2=n?9!sHm~NO2{vkfE7Z8U09m}gpPPH}n;_r6})XZ~N&lxWI|4_77!eDPy ze%hx~8edJ>_f-P56A#u-_1X&lit_2YLry`v?iQQx1zmGa=Z~n{r|eGh>?V`*vMx{y z#xGu92?(?NThQ&K-;?)KG+6$^Ft^ukkM?zu>->atlJ2)H8U(g=Z z>tFlXo63OwV*lNHg;w28lLURC{=4`3e!08xDu`z&-|qeQFP>a{2mB*j><*F zfxV%=H1w7(+154~=;C}`z%Z>B1RA4X33Zp0vj2+^XylIU;k=>}?h9ahJ;p9JDE_Vu z=bdPuJ#vEL3uIlnJ!|TY$gMi&3i-XQn18~sU(&xFj;8sI=q0HB6~2 zWanoB&A^WviyTLTed2gDuUs|>b(;wOg8XTw`y_PfEyd?o!fby{pn2cY#AJp)@Jr>t z$JTpowSoJ1D8F8kE3c<+Q-}UgzrFfs-hQ#k814se6!T9Q>>c}O^d%&ZUgH;Ew_GzD z;xo42Yi`HTnk_y&UiWfx%&-5lTmCoM17Y^QkD!<5?Mw;1pKu?R+CQb+$Eo!y?7yP@ z^m^=Bv1jiFun+P1mw@3zG`|yu_(t`yJlF^7i_s4-{>r-#`;_Df@<99TJs^8^(P({$ z2Ux%N5ZfusEdR>W{VqZ88}8qe3TAg$$I4d}8CM5&1^HsW(wi{dR~HZleo-EM3V%s| zNx8=J0mAHiH9=n$eP8vqF!=rr<6Ylsx) zkk4a(eQTFLwtNr(`b4^xZ;4Q(Fx$@*Xz#Y^axTaX;yLPvFwft#kKOmFIW`LPiT0vh z)BCj9)#DI9#ru;2!iuM9ejp6-kJ`iX?E4s29^Riv{&Y@74ZPb&bUtb)mOo*LN2o7G zr|`2c6E@=)1XNHmyf==eO4McApRWLH-DX{LtQX@A`KVTptJX8_I()NDJkw z`$lDLQ?(4wPxRKQoi@)f0((OJ==qtq{0a2~ePerirCv9;RcS%}Nn&{uhW%a~A7OZ} zs68$r{W5w!@x$As>sUq0~q2cvuiGs?dSbN=+_d6rKK5xqZy@slvf z1NCK~K0Znz-W>iv2FGKNdZ})Rq!8}MU_L*n+ZvfcX;VR8sQ*DOo%JmHR6;(6>y<%o z%(pCYSP0|Ce1qdFAh>Wp22*9{$Oa* zG$b-S0pgGN{8T^~{1f>#^m+auEqN}?@2D@s>kF1T4L-r=3nOXIj4owKFy4h?eK1^0 z_CdJgE9#Ho8j>$zkRSS!k}5$U}MfywnsAMJ-GP#^O% zlMh!q&vGFLx_{WFxWso+8DFYEt6 zz9>(^T)vFX>|==f`Q_t%2134y`Wia2W$F#{65t2>Ck*Q$qHh|UuaoV;{trzswBkd! z()0`---mU0eWh^c5$F%&=diwU+Z)?f!+9^p=V2>f9(`OadXEs>AGUekwpH^F!T($0 z{59;9@lKBu2Atnvx1MIduI~x_j1cRaFw9pN&l!%Ucrd*Gj7i_z26Fy~@7Sb&yP+21 z3HE1p>eVgxY3m?AA^d8b!nxT}GR_pgMif{Z$!#49bZnn6%&#cVk-etwH~F;-#*6hw zuKC%gx9)qeC!~++|Gl=WjV0&{$mGRWu9zX|j8gn30n_7H#3 z|3jhukJc?N**yI=%m-M1bXb5-#8NG|Uyb@2UH$gMq_Q=1eGP36K9D69(Ye2^o zF0ZjC-c4FI`yALG<_Cm<-VVcl0?K1-!+=F2qf`0(P8jwtk-u@qo#oY&hC@Dv{4hL& z(XF=KH#Hx}zTXs#a~m}|dXNW<2jdlCuzwssVV)0+yWsuN@vs`?E4aQV4D&h4k1&rP zgxUFyfH3#Baqov6`{=R>?h7FQ7Gqs{xawIzJnkp97s8N#q5oUVwoQCs@QlYR!eEbR zPZovNW9J68u#lLv{6F(fJPYH{LK=Ti#SvhVDNI#y@(SUOl9V z-7geOFe&k?SRW4lfc7_`$YT(gn8|@@QgokKU@fz&A@x=z*bnO8y4%6JMT`0< zog#Tmn{aq>Sh54?8~dBKa?GhiyDWJ=GR;>o_HEf9KA%r(zBR}{!I9?+)4P6+C~vBP z_>1jN@3B*H-zF=_SFpY5S2wJGr73z31pR4xioEgM6S&fSA^ky0`_Oqw{+yxk^qP=*q+V2jEa@1$`DV8zI2*Ph|^HuALEzJ z9-~uFCYkd1Y4fVjtLlP&kPl&hGxelA7ez1U`kpyC_T;wa4{-k(^*u|~bh@FDF|>#F zJ4f0>n$SLM19o-OI_o4WS{`<_Z*XBz9XufBzS zk1MdV%W_!)*OZn4e$Rk22^HGffrtzfryp!!AUf&F%p6 zC63=AtETIbr(Upr$NYn^0-c`<<|rpb#$7Ijc#iZrLmpjtH?9|~KT+Rv+`S*F9rA?v z9@{4j{(}B7=bqG+AKQ|_AJ87=st+32=c?#F9ohq7i2umX-0lNy7H<;0S7joO*K>ER z2x-_UikDPBbdg!-tWA9UbKe$S%U7Ae{bgRbN21-&Z%WH4-Z{=5sNJha0k7|9R~isz zSOysTcl_A=(9EC-<~JPAe6_qP{{T@u!|@P?c#GIc-f;Vf=I(sI+R5tH_N8BK!T&J6 zI{AA@=Wp!>^A(jx4E~1WBf6pk_2=}~f6wDrk05^_`p;y?fg@WKPZNE?Q0ZUEA7Wv= zNGA;O9_6vXc~`Jb&ldRpfpDd*!!_vz9oT-;g0I#-fyE=Ze=hj5@Zh$DcfcR6KMAw% z4+MnS|L+MFE>_k3Gvayy*GpXV*Adk=Qka! z%Y^(M{m*&dAzKTZG{~RO{+yF-&ksIQ2KPlU{t;H%z}iDPyyuAWbH1h~JQZ69{*3#L z&c%&wHT^~ZZ-CEGu@dvbNL#s+gak0lr61y8Qw(mEn(Pw zME(gw{@t!V%x`F)F3pm6wU!(LesFzB`2W+neG(nkS2(^U8{hl>zFG+Up?wktec<>A z!~0y=-xB|nhd+a!@cd=T<)hQpru5z8Fq%lD6P=)&c_Y}bUp!+Use`(Bn3Ix$0KJje^> zy}aXj{myeY!hDAMU7o7&==$9f$X}4|sx{B}$kaukU*y+yz+O-L-jaO1>uP&k&0^hJ z&?k=9)uAT7XT~(X-gNb<=r4VC9rzp7M-1mV81G!;QVP?IZh$jQ~a~djd*}?h~`E{%5 zny_wiCHy}D`uhrfuM0-IPw?@qnAw_{{mGKuCljn#vEA8iX%6HUcs}Yrw$-tyR}x?E zy4y!Y72Ms-^EdYedfklIszZC2Pq=USW$9sG3-KD`7h%Yc&>sndeWE(@yTyiz;x*0} zD=#$KMHHTb{;|BLe6NmLqXL0GUfe!m;9q;u`Wkun1;1|cUYX41b_Yn>7eILq);TP2Y zD&fM4n&pu^pI-GkB+^gi5yS(O->NqI(vP2d@_csnkmogH;+}K)t@cq}n;1V3>>0~5 zO!uz@t8a9cAFk_Kb>w`_a^1$o3A|-9IYPdyN90XMY`o&voGW zp-;`wiBiXFVE+j1i!kKZ7_SIJ{($1G89`uLUueZ$YtKCn4 z{KfY(1%!Ei>u2FHM`>+7*elA5FkeqFOy3g<2>-ABWv6Qu+s=T#kUziLq5CJVtLOer zn9mRXmc~idHrK%Zus?sRdCyy08{q%MFdq6lWZ52EBzj+r=!ijoC_n$LSI2d=PvP?S zkG^ZQI@S-^xW2DK z7i)IER}j!r*r{&5=zN{%gxUIko5IN(L#ysVee|Dgd+szSZJ!AF3(8~LzR2pJ#YSL1 zL`MwvM!59E#Q2W0l3fq{pu7q5__i~_`R$*RL!dw0&)xYs zu>65hAFxm4H)xQ_(3VB1&>r#=G{2!@b~kKHAv2p6^3$?sjwL@(tA|t{ z#;U{d{Rcsa+2hEdAOYNe!uU)W`a}JNOi}hz{1FNK5*;z<8~G)=#D0ctQV#52bq4O^ zqWy&wY|`)ZB?#g@;U{*o&vS?H_#g7#*YjgYF8A-yt()de_%R6f-|)PVFqcY**i<~zbXzK3bVq$a&^g7M<|hcM)q*nZeH)BF<;@2HF>`R`l5qQf(d?l3+qPZ;WB zd?yU~8OoC|^w$o9{xNZF9 zAJ`7tGXAhVxZj8S39LTbzhUibQ2b!+vGpUv@#KHuDtR#-x|qm5BYlLA_~3q5Py+jr z$ba}zw^8>misA*@Z}>I+Ubpuim08EiH@}zJZ4(Re81)(6>ULtxM3MiYeD*Kd8rpOA zNq(OsqDO|^#&Ty^Z()0cVLgZQ31L`&VEl{dnZ8ANNsin=YCoc1zaQ&@(jY!z{D_!0 z+9WRY5%@py8xeNb+U0dR*cav>5y>M)eI9jR?i#C4n8n|S#~1GA_`HPiV!m`>dCj-4 zF+~vX(f$rZC*2L`H5~qL81X^lR~?V}i2h$lOROKl5T9{<#OU;P<4MUxuS4cDBQD5+46z$e%HuQ+YlgG0fsC!>%O%NU!a! z6&tUDKchYf!+lWnzsM7-BU67S@q8%qtm@2ZCX2y;aD0&&AtQ$8yFmVf@;R!!|Mo85 zmvCPn>mQv_6thfTbUujfAI;SnVr6^`>=Vl$8>b(uVs#$ZwRN-g+s?Up)RrWe2P@?`z4|r%@$FD+(2y`TpRE zq3$6@ozwVz`x8qfrBh$s;dLYp93wM8aS49~?gC2~k53Y2``yvYbe2YZzRvT{=-b1M(=8SN z#`@9kG*y2-oeJ|C@^@-)Pl@m6Be?!gcQEkr>kLP?lpkTxC-Q%G zO{BWO(L(+cD<7x*vA3!=x4#&Pnrknfeg}WXcoAbZxp#E^Q&?Z4JrU;fQOtyt<73uT zDX{Z{80Sx669(>v`lwHauhaYxleM9)-*b65&ovVJ4`Jxv;9m^+JJqN1wY1)%^6=gd zj+Zc;_u}|i`%L~ZMM_tG>t@0HI|SQD4E)o0h|coim=<^ImW*g9kM>I#%D2Oi-(i2T zQ>^4e9Ig5KIClD%wFb)#Aiu`%KM3>ulHu#DzMoy+X&n+Ee?otVMGW^dkw1nHwJ#6z zEA?OVSH45n3*awkUvXzX$aPk0;_Ds4+@9k8K2g!FUd6vJh}TgbgD#qn;PR`WWjcq~%p){OJ$; zp?wnO-!~8jeWHE|^Ye&=&lk*_7I^b~>YS_xhL8V10@Bd_QUbCL0x4pCJE)VLytnPFrAA z#}wHcG#{Ryqaib?rZdO`=aci1DFuPffqefUajsx+@Xx6*-(&p?#^VSWET6m396ml=SP$bj7TY&r$k#C+W0?MLL_iqwJB;^) z`Tjp)h%eaRMZtcp_!c4bkNH~Cfb0_)I`;7X5b~cC6u7aANhYlS@cSNy>H9-L(zPbV zkli(Wy>UshK2Ks|E$AQRdr3xDqW_qmif;&CE_C|OZGHf(ubjl=Vc3b{17XPbaK2@j z{?Ax&#ml5BPgeAvCi(+mupjha!aSa_^7Ez6Q$ALAim;2-66JAIhRv%mKh*#1Gvl%WS=qgvp+2>mVP zLC$V<6JOwOpt!x1qKM)5zbnFe5cwwz@8_ZXQY!Ww4{MZ@A420v`Enq%OUY-Ly>Wc0 z_MJVqq@?rslDhb5y4?63eEg{|PA4pyctq(3@ps47%6aU&qd>>_Oc?GXV0(o5`t;8B z2SK-I?ge|s@!h#~4cldXIFk+nVwTC zbwnx_%HwzlL;OL0?~_=GqYbD_S zQ$of1x`!D21@%uD;wO%eFyFssbe3POFlC+at&&_eTVTVSYt_W%P{{ zPY8oPkzc|v9}wQ$e7Wa=zM#)^vHr3MdrI8>7sGmW-oF^u4>SJ7pdYP&G30}2uhbsc z5AlcXLwrE_5*^n2Xdet;Bzw;CbN7oc_lEbc24VY%!9OuSCOXIq?>}X2e=5;dJWIKT zwTHN)I~y-z*v~=zWbL~(<7eGUxKD)VpM)X#$NZHryca;_%S_f5=KAvdAglIB57$MH zVf?6{YgX zx`$7GDY_4U`X>zMk;wo3%(W#eT}1Cwp?&65Zch~Icz{1)zLe9taQv|9|D7l2cI-AW z@OmGxZ)`6&bl%Bf`~L&~Lj4j3`^EMMv-cMSjLz;4=Z2Yn)10ss{15qkAYFTVz=p4o zKcV~|4Dd_YQ1TGoufHO;2g0yFZ}u++{;_{XpVPiR>?h%Pi7v(Fw+DJUy`& z`oUVaVPLO#-t_=6k7tB=e0uQIu}otB9eEaCA0CVE+I#j1*e}5N|1k5r$G$nD``b94 zhaYU!3mqoH{SMp@B@FzdzdUU5Qhqu<5aJWck1*UfM1NtJ-9LEPvR^W~*F1=y=&uad zN{klEhcLt&%s2AXEabHpEM)KH3-Wr|4EeUVfafoHD`x9-lW_q4us?>`_nUtuTH`=xnz`}Wt77X9BGj=#Wf&XGGlGQcm!yGOakX&K9}fj*G_ zsJYUt`{{4&|A7RLl_I>JyfR?_$G|Z78@#u-> zwb9*MMDMMleLYn^H+1}bA)im5T7Maz^Wh1!kL^9J7;Gp1xD)t0j{j->Ux&SlYhXNR z??n+!UDD4=^ZBqSYG%@Btt#IBv+;XZT-kC8)+ZRB816;$DPf3T*x$3@=^M8$9Le*` zXCa?PT+2&?_=oo^2($mY5j+bWbartUQ!f8!g47NzGrIvln12w4c#Qr~Y+9C;IBzJ} zx31V82t)kC@el_2V>~Ht%orJ=pbz#!_^_owj`n{*LjLVRk-HYP|IGguFX^{wXz03Q&L9%<~Jv+#X72 z=DAy%^n&voYJdOW{9Fx3kUz%9Qo<}>CCu+1F*?1^D-aC(lH_gKMYfvsFPx_DzU{Xu z*c;k|FgWb?sc|Xbe<(k~Jie95&M$v7dm88)?X%3{MbBNn-60=A`ISxeTewFKW2eJ1*1r=%+hQ6`XmhULw+ij9$MUU>J{)`9DhY) zpM!gz9FaCW@{{Uff@Ke?srNL|=3 z#P+LhtbeiMgEPcSoR6!T1BwpM7X5!S(qFEdHGcNFLGYeGj*l?3hyA^b_taP$Z2;?g zDt~Td!nh80JRZC(eK$tW;4;_`%9CLaRvzgf53K*HN89!}&Z6&`u>IFnbr-MQ590j4 z{#rS#WaKe!FK-l8wm02KhW4@ko2H_ZU4pK`e%(N^JQ-&9dl_cyi#LDeEibo?1AjpI zytR%VTy3-(_J>-;^$CN$j%|lG(EUK7!+LyhJ9;$b<3xx1u6Q4bFvthvBVou7asD9; z`7Xu}hTYrq2kSf32Wzi^;_useyYG8D^ZzRlyq))?b6V4LE}yr@4x1m;83z5MJ-tl| z7+i7RAM#C%UxXolr1mSV-E0o(!ukd0ueXRn{%HS%VLon$`TjN0`To;870;97)S6(w z3**DP)GLqXwkW{-hwE9weEm&Wv6RNg$~TgIu=0BCG2~xpKko`t%8rki4E>{i33K}) z%>I8=z{<1v?A?b=era}!Fg_Epei@FV{DClx7st;q+rMO(ou|M1lcBtN&14A1$X~V5 zCt;3qXIRe>_IlVYea%bAS24a-`=xy>)BMBr^?rh1?fYMeATQM4`zgO)On4+Z-$na> z@0j#?f6-jX$8kP>e=;KOcX>42pCbCVZl7aiME{43{C52&Fyza)U&Ao{f2e?A`hRahozZorBC8mPKj;s23&XVT-A)I4LVu{+o&Q+n z%M(dyl3(3XjZBTlRnR`_uU@Wft=15GIL*WLJ7IoaRDbccl(k=P&=<+1^VzurT`VE+Q`;p@3W(mkc$gFm6aGR*cD zz9v>ihaEl-->0Cxe63t%A8~IFmw)5d<9h;ionU>1{Wtn;TYRF&c-Rj@dt#VW?tL&(oM$tR-t7!t>|G;;GxG+4Se~Z2UDz@Zz*2j zrsrCY7dAG6zu|mCnBO1&5nnw=#`Of(Ct+C6VS7KWy(m3#Hx2R+ zMg9HM?YzHtuIT?paegKY{G)yTJkzxFaEuPvGvSL`ZKaKY{QI$AYrY%y>r}_%2Vrhc zzfR@ds8kgF{{`mbEp{fuil&3_Pf z`Qy^v4EzVr3kd&@?l??w)PjNhd&ECi2Gl*ie2ec-|7pn7-8Qui%A{ih3@FJS+z87A(dt1LRMl-?$`Pr|B6lC%EB5N{IO;lUE;{>6}wEN_Qv z={*B#59|-~8HV-9{s=?8}rQg*c8|;7RNu1 zX+J|K*=I?w2`8>WJP^xEC>h+iBe`ZFtS_;?Wcc-tpF5v|cy1&bzfkf>O=VS08M}YS zG3^Hkr4(fMk6-l}>{skh48#7K*dK*b<5e%cKV!h+fl%s>h1IA9;jq3J#}|g#{ZWP? z|HAQ6d9Vj+kLr_uvhtu$v407rx2`yO@RTgb7t2fk(dgjwCkO6_;rKd8x?g*H_6NvM zJl_aA=!9>UReQ(wql6u%#fHr7+)Lh__4sb}#-NSMVdj`e8#j85xqVTbQhUyo`&lUAqpW&ZTsysh3I>;u~; z4C6yAt23(K&2WByQYbsu!6QasFQ<<0A8~Am>rIXa;{44pj34#K>eKsbLfPh?omPj* za{H4DldF8-9>(S$p15Az{!@J33o03gwdL{^z~nIGnek{N-+M_!CLf?vz^qu0OR-+hr|b3mu-jq zjp)g_iEDC1-)o@#Dt<}&xy#WF^dsI+7b^Af7d|`oh|`tkO)*lJNCtjTzl6aaQ9gv( z`*A|0O0(ed3d@e!lHz=nVW=;jUl;~|M18UHwBBZPh<`Xk$DI9@Z9QU!S-e;xbO{$095bYC9Z>lk_Dghcv89*bF>GBX}?&=FtdkFO4dP_WxTjO69#`q`FBd#{(X7pT-e_e=T}0)z#rNNVR(OA zynf?!dhdy0w!Y;!k@#cnG5Ik}=P9f_TTcr+6%=gv{aEz<6w0SltM`y|kEG!L+0i~a zyU%b5aa05SBfYct>*sPgogm-A_}KaKUPsruI<}uK?EIojo=%GBeD$5!UKu_sVbc!R zN=*9~Lwq;-7sL3(>jBmt*e}`(wFmh@I}Gwe`(gc2e#q)WJV$+Z(Oed`!q`NL?u!V! ztU9n>=h6@GAJi|ybl-!~+59W)65zVa6K~$K|AkahyU(>j4 zLf5qIJU(a+F`hTvbP>#-s83C={3qSApTT+w?Md@?m7wztP0oL>Ejw4|?%d4sePQpF zTQ}N04u$zcd_Ki7eJ{W;$P4YA%CqxJVebzW*|VQ{gZ+y4XM}y!m1fGf9^n2)n8(vT z{XFfKw$?y<$X}mvl5y`(q(c2Tu{;RFc^J;;gkd}w?-(v7e`c8We{DJn=_m!~WtLI~Oo+j+u`0&o`qZM#IjQwjJ{FwD&bw99AEU$Ia zMJ+474e~pp7auGPEB9shmxNkXp@BLcl^`F~Z$J5#h^i0`h;PVmzvXfpddYrRl7;ahKmG5`QW$J-8uD?BkAz{pj^(xc zrUfRazvKBBVYc2AYU@?RUcPb_{8_yJCDcA@UpeCRbLb!SO_=+i_9c(>OIPp0_co|s z?T?oS8+k2)`4#!mv01--cCHfm7mklG`#($}VUQ>Khfc8i2-#8V36<*q&~{-}@`vPcMOeV0;+l zk?KF&!4u?#`X6*@(39CAqW`=7Ev`=(>{+}YAY{0h@&$%jyd(_vjrtn&+*0A1*EZNc zK|EM--Of&ndP6)$c?~YqE!?qV3hajvE`4dgMRo<)JLYSH5raI5UeQ+hxGJIpz5gm4 z{PCgg!i3#mzi3~BTbIV9`5CbPixC=5%T#!F#TE30^$k;O+8!@D4g6ugNf_2=?J(PK z6SDI6NgssS_fbN_yLJ0p&us?zW4trWcrJhcQR4q_fnw{oD~1r?kZ#o7pkT!1HF7Ne z5Qg~&^=+hUrn1tnC&X`zmxQ@L8;y&i14X^pMkwLNtG~sQ!#$+OVNHk)lX^O@?p_!_C1}@=<|B>1+%(?{a}1G z`gt(SI%X&QzX#^igu&l2zc4WvrT$m#1dIpmi7?z}!S)IB{LRGSL+FlG{QWwiY0nc~ zhB>-Gf7qVsvNOpZBkdrc!1;HGWAOK`@}l<%vArRu*0coWCjkHGA48>vm-lUGh5ZVQ zAA~u7412Qjy$uxP^CxqA9;z4F9JcWdpAUw*Y+2JSs0Xx<@*A4s?7S*-B-<|)GEC>E z!lA`WdXK#J2KX}(`xjv-kM==WfTd|zXJ{T|W#5&B~J z3{QyrQEV{^^iA!h^pG>CS_Jw!fpo+WPsRK7!r_QPo|yj<26^K8hA`+4<2S=PG=5f| z?yCvS{(H7?{(_%89utOmg7(hnEPpjySJy%Ra23Qe9N!3w+p^mWMc*rx=Y zkG_4Uj!h(Q^RJn=l8U#2y^a#=bM%Cqx^GhzR5wZA`xnFd-SA%w`q%y!gFaARR3FxJ z$Unnue{S@R?fD(2IdFd+o%iF&B$;n2hBUs>pN+cR>}kXEqtRcl>0}*#&DX1AVzr(g zUi%f|Gx9?i^o`>u4En?PGUj}cVdX9b*sp4bVSYjV5gpoVhxz=%>K`Zlj7c10{AGK0 zsE_tOwsU^ELfkL*e{@0%W!bo&OKsVCqR_%+#3AqKB9Jfok43Ea4`X8^cy9soMZ&;8 z%FjZe(HtK0nVqi-3B&iAs6UIhdnZVgt>OEp7JqD;B~IT5eN+30!M~|IV%cochvlrh z@nhdCSNcKrZn@l|_I6kxtfw%Z6Yglj%I}HJzj*2lkGJD@EzUG8%ZL83{P?=74_B}3 zCh>vr1h>n>mfb0b{YbReiL$90-SeWrez81ZzJ8f_py21H;I9zBkl#t8EWbU9kB0yI zL;IO@V7A--KkLC>u>NF~IgV;-Nx%=%2}67$ta*3fmgcRXAHw~#CodUUz`kb?PDTv( zrO@99!+b#H{na!*Tt)B4Qh$4X2&&Z$VE+{DXEI`lZ$xj39GRLgx{r$dPl?<4>%8?R z-rm%%71K`Czl8i5{dMZ>70qWaJm&U4b#Z#H52h{T-7=NCp_Nb}Fs8d;Z|bSJ*wO}GP#cUI>v4fXgH0r9|8?7xIzyl6iR(|fx@>nV4t z>x(yl{LnuL^Zg%dr!KpKoM*!Q6pWt?+Y^6;Vf~BpWAqs$FKf@^4P$zD)>ZRQ+&;aS%WK-pNUI&&ME@s*^y!|O`5@HqY%2UEh#GEzH6l6~07t5<3EQQ`T&P4MTXUsO*(eTwoFc-sFEV#H;cDVwgYr|BE5t#`s3SB(NKu@*#68B0VWCWuflvucvPuOg{Ql+7V$H4L+e@1kG}AKgxLSgw@nJ^ zvQNQYvHYx&gPz(o90q={|5*;FKB?$`hxriso8>%u!n9RWApb%CAPoBzR6ppG$C3Zs zAl@Rsvu^79PW5gEI?8WW=Bb?9$5unUp!V|S_788dhWQum$5zhN<>U!txG#bH*)BWX zXU}SNI8R4@Y|EZRSB4z||D^JWfq(3e=wPo{es;f}(b~Gpz+SMu*>k=>oc`@D@OMD0 zUxp8}@{ZM-N8|lre+=!>?x6aTjs13kz2kb;u4?%GDd8dTo*MRN*XFrwOTG^GFZa+DB!z>@O&&{o? za=O9ykL}C7<>PBTVSf_!<)E%)+|Z%}@ty1+WAp+Vb{Pv+&li^1A|811#T+IOG@P|gQ--Pj&FwB?O{@h7p z4+LNQ1M4fq^9D{VH11o(|fyc3B&w@<8|`wvZYkT0^&uWxIDw<5-a}2kl$cDBRZ^K zaeiav+5Uu6`?QKz%Ke+^A}M^MCt+ zi=@9sJ84LO|6}}KH0SyG)_w~h-XedCzI^MTu5%sY6V_k+>}g(poG5-Fb{?*fkabbC zo<{64Os3211ETM@+F@AV6Sk;nOjh~=@e}!VxizmOq>CG@htNI<^L*8%_Kg10D^KD3 zJfb637)0$YQIR$rCDi2S3rmKs7-XZd9r(fVFPX5ZLuseu;GbBZFx&^mc(}yx?AzUT zx8eVgP(Mo|4c1!KZh`S5ze|o8+746_{U0Q?ci!GTbJ$hbFTng~>9Ze;ls-=2<6kzn zWpeqto)G_VzmzbRPKxuzvP<(OEeR9t zHzR+`C9gKA_0xy>9Q8>U{0GPH>SlQO=p{*cb{^)s{Y*sZ^7Al$@%?3?YpmhW0X=j1 zd_q{3-ZvGxY5BcuP*72>C;MDDx3 z!mudOe1r0LYwc2^eL@KPy(s?`^E;X(zqkqc299sV?U^!-dy<~lwd^n>H`Jax}?5KOgn-&nXx-L0YjlXQqrIKEZul1lUZ&x5~WdBQy2 zuey?!uyA7&toJ^Oz^>+zh!jB z|9@&BHCBPgL4Fwj{&VfWAfx0Yk0<|?y9A{D_J{V+e*XI_qhWTT1TgyJnn#`QF4Fl5 z`bB;Ss|+IftnHv~Dcmjz?V~={P9GC~FX9f!5Bp=7#Y@8cKGxd*ta^@Ej?wLzyO zex7%Oc!=^}8*9EXzomn8SIPZi`4EQuZNk48?!W2$i@{&T_w|IVKKv1FJNio+4{ML@ z&oV4U{zVwxk3spYd*iaX&!@hy9>V-<{V?}lZZ|~t^^xE8*2i;#%#XnLQs|%SZOePC z_HhJxqWlPhJc)iZvTorbTb}Q%|5~@@ z++e0#yIb=W==Yp>yo4cMZf}QYNX-2g!+yxXe=+2{IDb=ph`*Rm5{CT^>L2@qc!T!N z`lI(dgd4{0nJwHD!{@^dPC<>9N<-xKQheM{)Zp{&c>>?>+i2jH^GnGbFxt~bTc@E{ z=bx1BN#pZMl3w5=dx__do0OM*bjp^5_d3xY2!lRwf0E%1)E{B^-Vo#YCRMl6>g=B& zf7HjOW7@ap4-18S82ybf&@p~)p4NKg_2MM3ca-<$w{o#J&JAD%xhL3}}b_1<`9VNJ|*_?~ZsSij!8&KUifAbNjh3gW$~>%B}x z|IbV1zt1>UKFe5s1NG5A0v7Dtm(FH&*XZDci0|bn187Jwym>veXfG_5w2%^5JUXMctjZFN%f<@T3dv-XZq{AB#hXpdok0PTa( z_tJP7X8uQ*ufKhtW?x_YIF{SHUq6H62Oclr_UmUE7Ur{E2IPtI^P4}VytAt|&j7`=eC z-%vh#cR>^8k6B zyN$3O#PMyP^Qc)$-jv_}AwYfr*3L068TZ&yLVn(IG2@ zaDN%?c}H9QDErEb@=;R##r8$G<12}Y?eI!`k5fo=uK%6p`;2mAMBgJ}e>+2;82d!+ z1Yr_>Y8EiXdLoZMLCSs0e9vgG?@5KbHXZBllUXZoNBQ`!pJO|`?7j%jLr}hi6+RRH z!S>e6PIWMW_<`~XUQqpYS-BN&KX{4G>YTDU?E5caa7csN^nF5*=XmjWg3km-S){gs zKjVBv81#?*5oYfn3WMuPq$UL%06N;wZuPZeT-DV8(A&K@7B^pL0jgLxFD$?GerINIa zNKs0Oh%`kh(hv&ocWI(6+9ZDG{XXa3Z+`Fpo{xK9_nv$9J@>v|Z>VqM_~C{(pO`Na zeNP|9C(OPFRz(=>1J@ru?Ct77E`j{MNO+*{@J6c=@c-z)2*ZAw#$P38J;0@s*N4K7 zYCRmN`V0DFy@W92uNZH`AB1hv@KFc*!2MnL%dOH|!#zOWDBr!7bH_xaIdJ{m`})tE zBHO|LYj3<0{@}?2*gxR>5xpmRbm+4OzSl!|#)^okYdfmlqV+^P8`m!{_dS<)MC~>i zql=5dzf=D|-b>1FU4i{I;(exL*2nDE;qi+wtOxC7pI`2VS@%mpzcK$M4D_MDCd}&< zg!%azd!C(7vvzhK!k#}v^zYjmzG~KPD}LWH9-_nRVUeRJ6^_%|&d&n~gS>FPto;Jf6Y1N0Inqvae+}gs8Iu_7mR$(v zXP9ph275yP6?x3;SnSkRh_|SJkww0pbL&l&s_FRyJyK@LRn@DQ(tHPd&YhgRwhsIS z&VR7)rIfzYTfmiPT1>m0I|}|3_4i=Pe#24OmVAGGu(V?Ql+(c=ALQ4e zPHX>*NFKxYM~4PC#P0d?gXbHEcG$&K&L0B&MfnnjdKW#9?OcDT9r9~j?_tO6`{635 zA)mnY5{B`SUx#PqXFHB)<@?3MzE2ak&(i>YQTxyB1ygUDLA=HBqO?C(JujFG{sQ?C zHSo`f+}Fdvp3z>Sk_De9WCw!3!snyANuBAxZBR^uYx@)=lIfDM6JYudbzmf3j4d@5@ zL&88mjaN~q-%&mf@^2h3c8#2oNuD;0kNQIx{5{$WYiIB0#HJ)pFm4?O>&5wEGhMpQ zDju#>BN-%)kA%S=P52i>ea^BSUPSl5SbzHe)vDMW-B~MMivDi}?dQn&PK(breS&Dv$~xF-|ru-UM~G9^gj4wT`|8HHX`{F27RIDu|L=k z(nIY~4@LTqelX0+HF*pAiS>&Fr)zPWW)}c|QNI%Y%luxeBD#--&nJ8E8?Q?)_A(f=HayO8E!C;EQ8x0qhS&~DlevwY;ZvY*X?6}qth z$N7%WaWq?^wwCjUF!(!MA7Sv1sQbF8r9-J>xKh~*glM?uQtgjM=`VX~xstB4}MF01S&z~4`&{yH(ZLSX|#+jPr zE#cpntzwv+7ck7~GbjDCv}*T10{)}FKN*{zbYST~@Rt^1`U&&3&TvF3^RY9l4x{1bIo4R zAC%XbSpW5(?0Z6e7X1%lem|Zt)N|1v5C(fAe0f%cSKbHkFG&B{oL*(~`n`tn@xCr$ zi0{a+v#$-kU&yWj`q3UzB_ma}qaVw5BYIN(o;O?A#Dad}_~-iXnVjUO0{INmdv5If zGV4WadH#29kM_eGcM72Xg7lv&+!-vJa|7ZX%IjQN57`>U7Lb3iSbrF1=T{7~^IC@4 z{)I5;6Y4u_XZbv9&m#KLSj4>aHTWg+eXPNM&3NBuvapXS*nc?$A%l>(u>0(?MTwy;*)Cn^vum zg!xf_2=o0U!z>@o+C6>Ek=#t%1 zV(<@Gzh(24x5r?=Cja(_c#ZnU=4brM-ljXL`sD)frzkJNeEozW{vtmwPHxT{nydY?&qo;egY{#E8Gjf~WaEAGbqJd@8svri&XMpOJJNU?_(R;^=je}G zxNOf_`M0dShyIm_nAbor$}`7&zk#oEBGe<$ehG8`m1F&7newaKJpao1Z^i41^Z7t8 zuIJJR$w6OM)^d4X-f{lznfd}aU%-5mFz_GsmoWPtV-;b@=g>b~-u-w)uX=f?H{pJS zFvJg}@AByzO=+@0Z{Hj?7Oz3-YD$5Q9FTzqwMk#B*}98PxxgUsugN zA|3{b{+|`wug*)37_BM#{uttGT?e*Uo(KbbLHS=R-x&izrK7W0(Z}fynW$=G! zZ`ao?a(M^2B=e8gGduR4-gX4|gZe=j<|AD3s^XJr6s#Bh#dX9ypCiociwv{%TyOE7 z7i{MtrAhM0H9l3-J^s1eT%wO*wx7?vp1pF}j(HH@Q2q?F_d)%ctUZC~A_*|{J^!(A5GW|`%mOw{-(6~Uqfbtzi)^6 zeM;8O>h<|ab-J|%!+3osKhOTd`haqH9>>3V{Nc9wjY{DEalD&1ax$JbkB0ki$iG`s zF+1KBJA;2A+&i$X@@OmM^T_X8xBRM~mMnmFv^T;EtR8af_9$1S^jjc*tiKV4`V{8F zgn=I92g9kPpA6IYRI3QX`#eZbL6^Ow)u*LHeFNz)FdGpu|8s;AeV?HFweWo%L3<_)^x$}fCZ0-q<8`>dB+T=l!r9Aq zuBsZs<3o|eoMkb07lV9IKZ<^>=$I<0qi~+)EBd|4|GM@E*l*x^@BX(t?aR4hp5NT{ zHI7`k$r<)rNZ;M+996gD4ebAZs*1JuMXX%<0G{tB<{x43w^*Mb4EBThG-1$x%;(wj z?0!9Ah%Y!FVentbU&6eeRD83n?d+>_ppSSSL>TlB`BhwcEAyg6E360Kx4IWJK-T-t z2I!CD-8-!LD&W^m7=NIce!}egs#S#feL%wCKagLnKRd5x{eAx5_{`tlJJ!6TYvB>N zzm4l7%=er3?%z*zXvqfspz&)jOgi421LyCTkUqrl{af6B-J|xyw0^=8RrEd_YuBUr zM;Oj4+l?(N;GuU>ab)Gko` ze&n{TQ@xK2*bDk2hNshhiZH+LP})Iz{M;+iP)|YqDD^lsWl7XMpcm;O%>6~_{0U3F zXWoYTm9dz9!g3$z{S4ObMf*91U8w#*81gstj|?Z1e`GkG_(>S@6SUW|H8uVx`gG*+ zf-vwO>1CMRe=Vz?K2hRC7pT8s`{UuK*35G71^Y7)(@z+lNBd;>5b=vJyzh_uQHE#H zexESdAIgV4&+fYs27iF^V$UBXdtjK=V_AQe-#&gf+G6E|GVo_e{}Z2}-z_gaApgSr z;K`2oae;qt0Y?5jNeI@v(|056pHLqwCiZy~xMzb3^Y0ZN%dXk(-O2qy#f%l-zYbM_ zdKB`bV#h)=*-zR~55e>9ioKhwR#=F>Uxe|CFzmlD9#)(J^cW_G%Ld%X|v8~H_;pC2;J?5naktlUKT1MC-Ye!@`Spz*Pt z-!G`FZ=9W_ei7bZKzgdI&KgWw`Ht_`3G;YSHF9~Hbf^ICms9@(Ixo6Es^|WuDn&b1 z>!StNuc~u$BkOHeLq3l3thzrdJUeqSk4IIH9bd&8hVk>As=9i&(MtaCJdNMR z4c@XO^qC)E+#fv4OO5(_>NM2jg<|_*xCXzsT16P@$0q-_L%xUh#oFon&%8go4@K=z zZ$^0&2Kl4DRHx7DIrZdkIPV%P9-lCr@8bTJwJ*p2bFX6U^T_`ahWkml-sf5k0z*9q zexKmE`?s=j%G-Iq^L*vm)_}!3dHjFA$!Xor&1w9+?fC((pZB)@f_CKR^HY*$-mBID zKQW#XhVclO_HP~ZK2+t60W^$>>H_iSE&Szoz#V++*N(f;1tZE3qT@(1|yb{O;pr5m_6T-^o_MM{dqU;Wc;-&iZCDAD`6f#-p!Qzth4bI><3Z)?^awXAJY5=-Y3QQ z^Dg>*hf2loFh8#U-K+Wn!%j*dALI{V?myqX>3v4WPaZJp17YZo{Q97=ws^|jU4XIu zgURsakt-Lfy`=d+eEwcBt?Ni0&ps}^cU)&$5#+}>-^T;>Et%){!1p3hzdqIr=2e8q z@cPTA!DfA@4ZQ%*<9wfDFZ}Wx*iGU&<Ao+CdPK1BBQIYc)?eNPg6PYUV#oLn)e zlloHFPqfFy#E<%cO=UCH7lFRxeD&TXEh!Hc0l%h-H z@2P|Ojk(njZya$v!if?M?eIc+Kdc_xf&cy6wSOdk#oFn6y;Tge?@^|0){~R+nTB&mT{}Mdsb9R5x|N9h*=^+gJ z7mP=Q!T*^4+s@Bpzl5ATSga5T@eB2lFxRgykuROc9;g9~`taq_`}-S9HNih4f4_XH z8+1-)lY#@aHz-#ZN|}a1zK#0S5ESUqb~pj-8T&KL&T|{iJTB{PwHo$IXdew9viEMf z{DJ3>jcWP{ERX4-m?f&8;&_eb&MD!=CxKr`Ut`U;uMJ~F->=2-8oy4- z?BHz$@7rSkuU$M0KYs~__dQTQ3B&#l?eFWHm`!H}ACoI1{UFTk>+9+PHhYdNmSyKL z-#RX}HlE)I_K)L#n^FJH@5NWBFXQ^ZXP6cBQ%#X){_aPXi_S3DQaHare*c`^LHSnM zPuLG2JwLacR-1LVJFFka`x&O_d``I>#z%eqW%>2;x_~m^7moicL@VIB-&gSexZYn$ z!arHVU%>jQ{gQ-~^Gq3#AL_#|#1PNWUlQi~r(X}7DyF&^fqvlpzna!&e~Re<{HO5{ zbN~B$T2=I}hI)9P59cQg{tusLnB8Cc9XxABgXJNvU%!6`e5lYoB}e}+S=A)H;gs}g zSzfPeQeM#ZJ-eq8dq1hkY3u$ufz|LmEwqoOLye8$cQYVf;rvapM_z6p`5W#d;C+Rr zvo@AVV-`s*r1s|N(fQLq&w=rgpUr-IqZgK#L4RCdbGS;kDY@~$Ka|g(se2xo1dF~m zi222z#g)CUCPsn1p}w?qTsOSxgg>kYpKr04mlCWJ&iPN6>sQO>^Q+(Q^@019DDRe1 z?ZLMymw>$>zgoT*+D?Bg1^G7W^I!9*tW2+Iu)jfi3B&k=eK-1)nx;W~L;Luq* zp*nnT2FLq*e(K!jhd%HoB0W<1K3#rKt9IpYJP-}%g=XUM3Ckr)dH;){Ubf_44E7_gHwvgf_-}E3%P_@zb?=?{M=&2`yH(QD$q!Fsx0a{k)6*A zG)lB5O@BL7QkCY{X#Mi`@PTo#exz4ZWlizMliy%`oL_Uw+sAu9jsuML-Jx^BhhIZ_ z!hQ?+MVQr}1RXpIL*i6#Gk+xLuyJGd-CfJUz9)*56=pQ=f8$KxiZz7y8QU8}Kes540eXkVzYb#!o*flzhHdLn>aZU`dFlK#`xbX!R8JGv69l>* zsqbq_m$Lsi5a`Cl2Mnlif%$QLohH@Gw>d_twb1jOF3B!w8e0hd9QC(TmHUNmW3EEJ zfw*(OudS~;wQ>48r}`dFywDr?iQ^FldEolG4C(V``Bo*^{~Z>~kKs8Id;i7YKT-dv z9rOwHjrFJh8x#3*5gD2LFTW)0+|U>}R*-U=Qf8 z2($lB5$O3<-rui%Tj4Y7ziHO$iX&UNz33gB6&TW}%HyBjcU2=jQ!DPj^;(Z_YmsOM zeGunQf^IYId_VrRfd7jV=T98d_sazO>({&w9ru*wgM#j10mqaK^P%2{{OSI4((?d$Nud6 zM_|x6WbwOZ(S4ttVtEsW@o+ta;d}=9Y4G!WQ*vY$#7o46KHn^M?VAbX+liki49{D( z!}Prffnmg)^%ZiKpsy%TBa2M?3&|(AJrV}~AiYMjeco7w^;i2$>odAEY1csa(;$C( zzV6-VuactkdGY-lfzj^<>m{ZI>eF>^i{~e-@&>-Z13%WTk|-sv?{d5l_p1y;KDx18 z|Bv{-8*7LBAN8BYhxMZVviYd~$@;_o0PWNG`tqG?56u95Mfvu!-Xi(Y>%8g@@;|-y zMT8e*_J;ZAe$0N+`&*WpDB}Vg4asO}fv+IW4Qs2Q}i0|_X7-soMZ-pLxk45Q#zsL3V{`um> zcZ;{6KjQOV0b!NDG(TbG1++fGV9%&Ord|7_SeG5;{>-#_)b6GgUSO}tU$bq;6AWDS zxj!^}zDGi`r4QIAuBXo;t)<#B)^Prh`qF1pSjFTwUm!on@%t{!w^*bp$@T{V!rY(t zy=IV6-n~TSqvT$(ya~hku(;kYVC}uho(Xe%>U(<_T0JC7IUlM)iIzFiIXDbXJhhWZ8alQ7#43Cs_MzgY73hg=!))BNb2SK0GK|CfpD zB@FZ+KUh0`A4*{UcVgG^gkudlpT(8BzJBRYBw?jTm?cO`;R_YId_gOGLSRe-Zp*~tf^;)Dh zDvGbq;;dv?!Tuz~ReTZR*=g4oX&zmm}jtPVFDCA#%r8oUG1Y5xV7K`Wa zKdhsDmpkX+JRAG>pY`Kv}%&5QhCF>KDWGJy_oV0?|+HT)qQ;YCB|2bb<3c%pVA=^dNq+_6@{uTgiO6 zt$|XYZ~0<*5C;Fb263OPqH*r`c|5gUrtosegvAh_kpH%4a{Rx1e#HH`ZN?8hL&ZT* zFG2gaePx?8JG4f*j^?xLnYdmsWF+@@c6%p3s^2^w-tWZm?Bad;YsF3idQjg7t*Eix zd*meC-$wly^zi(fw8%g5S7`l%4XZCLbK3~|g#2RIi^dxq_()Z+i!0Bkh71^9_3?2K z$P?!qvRQFJ_J}H09})~5wOwufqEfIo)W4zYYiwTG=x}`*deyzT*gg%~k)C0CM+#N_ zDqwuV3!-OVtr>E-Mkts zK6Czz9KOAOuw*&xm#F`)?`xABT%eusv6Pir{JUP>Q13?i z#@HEVv`Q_9{7HO&NI)3QPjJ35BSv0snfQb2%b1|*^-ry=lxx}ZA4l~(p)UGA8R-4%heB`72;D-+r&0eMisN%_pNjsk8|iU)H%jZ<5OdIX>W>)4 zM}9cK9~ic#MS#80_=q`w9iwhPcYK`z-+M%V;+UIsF2HuDBHM3`)&6eW`Fu~AXrXPWth9H}8{BA4h#=nBJ#k?R@_; z&Un!B$d4DL=zLT#F3zgNuFo^>kDU6bzufsY1NOhTeka#KU2^Xw!FegJhhaMZ6gbUT z9(*I$1pGI~L&Bg>$Y0iekmSSKnZIG}@oc`uz8?dwtAYI>f1DCD6Ei-|<@HFX6ko;J zN&Njffm80UE@vbsK>e5c|1KG4knvrX?)M7DYtOOY<&q5h3#5;*Jfm;?;0M{dN4`Nj z>d*LwR{Mtq3gAz0yz#AjP8axz-gm`z=ehl~hYpYfeH5Rc3!ME&b#5$t3iU=2nfv$sNig8pOTk)GSi_SC_8kp4-oL&r$&{a?N?S!Vpu zj;|&Fy~vNrPBk5+_J_iH(SNuqK1%wK_!ru7d{+ytOts8k@PA>1_g|1%IeHbe1&gW(`N4V#|4%~j+N@pm}Q}k!=y9gL&@^-81 zyt?1C&!Er95BF}0wfk4jg8c#VmoVH9q;@0M2|E4C;C(>cf4N(fxcx0W3;PSC*L`=! z{+%b9VZVm)onco0AMW9)Sm(0B2DDuIVwLTB4Pg}ffZFw=LBv)8ANu(5~z z8q)8PW^EDO?FGB9E0{8%)nfInn-C9BzEg%hy}opgD~z{Qtj`RWQ+`Sq{14VM2=jV7 zVIIF&`-}GDgMH%qSUcOFO}XAJd2H){vc1SY7?vXbFx-vok1)s|Q%zE1hm`^t%wcCLPihuKST1HmJsx6#|VAUZ?q@E;P0@$ z#@d&#^GU*M~DYV|8)JoZ(>yZVEkTU{Ur?b9gLTRA)e#-(--vX6Bx6Y$CK%A$5;mynX~UP z38uF_nl|@^6{pv0N0(Nm?$3C=+N)r}rXH83bAHZHRI<*x3+HE4Un30sM}I&V>Jg|v ztlfp-Zn6dwl~vVlk^apvx7sheaSW^<S>jeX0LUlbDlX z{WkIS%=8`fBYwm{&fl4Pzh27p4dL~rnO{`n`|Ume_v101%`(3=_L%DmS$ZEuFza+d ztkK|+V6T`z5a#whyHAr)f4nC67nC<);0M~zY=_)^u~%0?f0Pel$ft4r443~u%+6O> zJKdiWFwF9`*%L;|xb_(h@<4wwd&~76L8*2yAD(B-Zdn%P6Q>IKcMq{XFwE+u|1B;_ z+}#$VK=-!<46}Upzm}>S(lh1Zdzk1yyiKcm1`bz%{0!IQeSAQMkDDv-6X)~J`Qi6M za~Y?{`$gLvo1;!}9|-*e!z`Z6(c7%n!FvJt7mOcsf{ZpiT4o6PW-6w4ZodwH%WFjE zSE#RZ=L{$t{*?eLw!ts{JH$sH&A z_IdBRbiXveuOc8U_nM9O+1<3+Z9hDZ@|!&Umpl3LWFG$(y>l^3s>lX^hV%J% zJC?j|_!KGnUW35jHo8zk7|YLd{bzVtxK#H8eo%kJ+8Xv z=LY(Y{3XowcX9Ml+f9*ApdNwrFIBG|mX)0f@u{cf>j^xP zdB~$W6ZnPvAPoI+eui1RU1nkC+OW=E)`y;7HZdl#&Qo-Lj`q0BFUq8(*E-;rjo9B1 zhW38{V#xp7_ow#}1?+kHK96A8-A9ubyqXQqBR$I#Z90v*8UpnjT;B@Igss6{Rzo~N z{a9fmBeVB)D31?>+5KR_ii2*)SHwSn{U*jw!jNAhKNx1`Co3m!sA>BkI*-8qD?{@0 z?nl~#|3i9KHW}ND4wnG_ht6)B81owFj&0eo6cV zeZhJTVMY3$tzhl3G2LFiRO07lgn53m_SxhS0V%_{ey#m(GyZbv|IWwO$z>%CX*>r0 z0OQX(Q-ccIs*fPg46*(Y2KuerVP^@We=+ET_(9<(2}8bs>nF_j8w__Of6Ds1 z{y$9L+Y+oZi+jQUC#>Sfe_>F1JUA5pxa z{+F#*$j3gmM!mz(Yd9ROnd&1s!q#FI7uwZ>mVc(Xv z!B8*5dMsh^e>mUz>~)W_!oEZNKz-Yw6p(az&q?4n`X|Cr-$HsfX!iIMIH5Q2562@6 z?YKU|Jl+$A{X5RLp;|Hdis5C*S5V(JeAapMXJJP?Qx!BjH;}0Ic34?#b=QnDk zA6yxA8|;^GnsUYzp)-5`P_W7LjoFH<{y;yrZyGng*RsbC!9LJ`Y+5nxaepIoIG@A# zNtk_qQ?Pkt7n2d6%waz}QLJAK)Av#Yn;kDNz4IC=IPT92L)Y&dMRP=u0fGQ zK0K z<%_C0$#YA?GWAlOzo5UkKEf~`;$T&c|IS@G%kz(5T~$?k<0kMgDBs}4qu-3W-@w<; zuo2N494v8p&c-S5ePN_Ocx$y)kFDciJj{oJOAbzcpsdBuUxQy>^6#QQ4fLJb3Df)f z0@lv_dGMcmcIG{sz@MOh3~t?gt#`*j!0uxC5(fX#=U)u@ox#5t-uFj)V9&d>$2=Z{ z*!Dksx9I=Vkbfbin@<)!HHGz}eTRHpH_mZ* zCBM%X^6kB6tG6TQC)yifh_`5OtewU4kUv`UCvAHT=OZ{@sAf>O@zyHHzfj+|$|<(4 zDS8O+qY~ceqZ}|ZlD}I7d@pu`9oPRI!5&YV=Y0eDVf&5)zUDg>mvQ~sQDk?b~~rz#nC>LxCRDw_VORa-y4VbNTHGU9Y)nelM60 z?U69hi~QQPz3lXnHzVL-q<>fVjIAdM?16vOPIyZDc7EQ&`qTIP1iQiu-`V{f0{o-- ziu-gqHflZiI~;%a=P`q|PR)k-QJ#C0%}1Ykewd%}Z-75Q`u4SX zhN#{g5BiMzQ^MSy7+ym97x~Dl(B(|40=v&d82kgSKeFjcz;=zPTtD}J&{@Cn@JTpd zKzlkM@orzv%%f2MLwzO;`<-^}N=_tiY6pLV`g&k=X#eM>8jvrez8&!B8RaX{4fGfF z=YW6Ovi*@o;J>i{LD$f{M280Ue@BADS_Q3(6|V4nnlQKj!`;r0ne15$_S0W155nM| zaD3Lz?#HrrR<9ro{u<{$Jbr2~E3Yc^2kHZ1&<}bZ+xh-JdaJ_n zJ9So&?@>Eq9zUbQzqBqB2E+NoTrs~1gT3N?Ho}mf6Ft};;se@8bmZ36FIHu9e;<8x z=CsQ3^Z0#j!aP5Ukys*S{dxxEQyBkaTrKWDd#$3lnEW%tEZ>MJ)OW8~Hxv93&KL7} z&7*?zlXyKM=EqjQJI^Axzl)s`x!lawhTA7$xNn5^6dQUsxh`rT_|JA2^auGv?cl#~ zz9YRZoVM$F0Q430n=tSL^9#ao9~;Lb%=d!~v-=81`f1tyUjGi>*P!t$UJY|veHHjk z&kF|)4LYd|^JD&cgfP25$gn%nOPKG+;(Fc8dG&ZTucyaN9X57h|H&%!y-7iw=X{gi zOQT``U?`S1VW1b|V_f!zwv0~Spni$;FwE}1#k*y#J)o`$@e$)OVTeyC&-moGJ!PUw zWZC{L{;~Tn%Ydn%Z*JoG2!s9hYKPf1RWZz!uDSYBbN-1$gt(-O9|o5Zz3EQLi|E~Cd~b7Lc`6rb1_+9FL>XJFr1%= zzt1FK?THkB2!p=k`dK@DkCOL4L;Pd?*?k1o|0BuoSSKg@<+q*HH_`fz8BKWBvFI?b zXEN+h`gUw^!pw^{ArS8|Uq5!s!J$+1YpBQJex5M!3*#kgFDHHx2Kv#SkJV}a=zj2z zLMG9Byl2s+@yA8~w}MmTQ5TV zLHVV`#~mFsJP7DV{U^-xg_Jhwi!Vz35NQAXZeQ@y_l&q?9Ww zI-i>&<}YE;kG}t6pdX*7cDR2|xO98a)e}b{znF^s5ktN=>0b=|Kzln&{nOe%5B>r3 z1#0K_ht9rkwz9fq!0U0T+TRY3QT+q!!}$rz)Bm9hQVoZkh(1vZ>p}UYE>?^8Nax>! z5u|Qkh zy4vR%&$rIc{2Moab{X_Xdp*BC=F`&icR`;qeB61<#|sWjs{vJ?KD$)NR)Oyl+yT zYiC}M&D2|$TYPl3Vm7TW)BeDu8}IK!K4>7;7s8NlVm?P0@-OsPgke0?7s7Bq6Zys3 z?-TumAwJ-GSUal^F&t0yW_qpPUK>9U;uo$j^SFCmZvSE6|LJ*wX9vw;Gr2#xu(xJM zeSj(K=XQ(fCk*$2ksiWwrR_1~2e==hcG%yezGW$u&CX060r3&rvql(OXsK9${^598 zA-?st5eA??)E+&sOWHSQkS{%t81glwKZ`K^pPe8p?T1D$uYQp4Z4uK;80-n-EyHtZ zy;+|Ee_i`N3hMv3{%pByi8W6fK|VNNw)&yNS2n$adN#@{+hCe{+2Om2vst^5mDPhl zSLl!QWKaF7?=f~a>qHxi-N`n3zfHl|HAeh%UbD2rW!on1!Q;O0=u z=f7UG_FRQ|3*WEjYVWV~n%o5S_%Ja)2!lTe`4@veEc_S4d6?h781Aq2X@}z}|EKYw zzKH&m&ByAyxsx-`rb?`V@1^2>nOv_o!+vRr-mgdhmm9QQZtgt`;0Nk&?%Hop-_E=T z`i%NX803Tgm@vdg@bQ_`!kg1mp8&*#trlA$nU4**>)Q2QlAd|#rg6ak~ej<-^l$%UV*Yo?%m@O1w?;d zL5G;`sd*6Js6S%JCy}1~sV~E8lXvlWo4={0$NuSGd3`lMG|9^M$b9%d81nO`r`c(z zA7N|vc-K><=JLC@%33vgPB27YYJdLx)ys8WYPT4Eb?T+b>jHT;-u;nDg94>Q|Br#| zB`izd_Z8gVzwp_}>O(L-+UEnqn>CeJMgOmi{U6MU8U7%Dn|vsp_dj@ZJ~1lHT2Y(k zd+a z37}tu&z&nTxoipgFi@;Nj}U|Y;CKwv|Cb9GX6NOl6Pmiu9O%XQU%IvA=-i_tz`js_ z7?z~*2*Z96=P!+&`MJJxA?OR*e`!wEp5>#hVSkD3Wp=;hy4+t4?U*l?Es5(gYtcZM z59upQKRNlMgoM1YUW1r^!V+%kng3#`a%t2jYL|K{x$NI|$wQL9?XVYquTDVy!QWW? z+YbI0^CQ+y-^*tG+5c-X4EX~3A2vUG|DWMlk~bUgFzF{@et)`LD=OB=r4R52?Tz7k z#P9OchmC$uvf=qld6A^B^>hZv7xkYo=wo}lko1%FXXlTP<*H1doO{gc#|*Rg#~ynd z#3~2Pf%juEeiDZK3&$r6{s--iwX^$DkK;A%%dd$3?;hp(_=MpN3CjRpKPD{SlkD;F z*|-^YYQO&1o+TrD&1QfMyyY#H&*Q7xyME1cgZ%;O(-Vo5Uhl6Kfc@h5PxLN5e_`tg z@ecL#$*4)`4bKKa{@zpkJYndM^gh|0C*|NR1@gmsCt=9<&_18!r0l*rCLh*|^FO)a zxa?p+Ht09bS0STcb?IDB@HhB8VTg~I?=j5kr4^c%&Yj*q0C`b+sO(k6CQBZlDl)Yl z^Z$;Ad<5yQ)R?#BI+njF2K*7yU-i9athse0`<}5t5K=lqx=SRq z_YljEuwpl|Pr~5uuwF$N){pXKcz$~91#)thB(kICH;re=)573YNC9J^epF({Z zL7nOhsDI-4!eLJ=cINBDc{$em2=jUeVUQ1wFWjIdG^w`*d%*PzpY^>sA+iPDM?-)3 zw7cLn@nip~H|!yw z#rs6BGtUj{yJjw|AN|Q2i{hV0CVIkrIR6{#-QA4-Gl%(5{}^WV+c$Qnm!Gd(5ATnl zy}ud%Xh7zZCdhB;`Pvzgsq@W%Ul{*t2EAT%-0Y-`60Nsp?9Oltulb;Fxc-_Q&$90X zM?n3OaJYM|TgEt$C)!i3PKm|zYn>n-U_L-tc_!%}YiIc^Vet1zAH%GkQM*mG&$Qvj z(2n+3o1nU_d8_FCeCmJW+hvbiV<4VUd&TK%Ut8ybypjL4h#}rkf5I+|Uc{jPNPnH} z_v70LWul*M6Y8?vs2j*XIe|-~-8Or0`_RnSw4zA$;aQt`oAA3o8dhmMEyLYOu zmW~?;`LUr`-`-nnTq7;B9Q40uJKUSr`+mvW0RM!6(%ncuKHS}En0-Z*Pb0q=X7qk^ z9oAwrSpxDI^gkbqbe^~_)PnpI_3M-R^5UV6l3?%1kIz#Ye?HnUk;fatuzp<6=Mb4I z5g&B8zxw>gXxhBA8)`4eJ_+;hK@o=e@%egX2iFh7+~E8N`BCpFEv>ug1dNCJT0hV5 zx4{w7_tgk5+%1sn+Yjsk*H=&Y5W}x0F3GZe3G&4C)Dvd*RNwUL^X!fvz#ee^FD^2H zB`yb)HxNI+tiAiN%O%nMFZ3^j;d`FQk1rdt<#tD3b(if9{uJkL7-`%&_RUlH ze{)<8*Vl&awRX>n9eMuMC{?Uxc2-oM!0{V82C_GPJ{Y0tV#CuUH#2@gxYlDo^6%kzil z+-17=W`jS*_59dySur*|8T<$G^Jm93rT0Jn{p9xj^Levm$39_DkC`au7h!0}`~8H${?Wb&ga1Z)e)&EwxU3!k`#+@j*Met% z)Gb`VUa9?avC_sXqW2klh{yk}sJ!xdn<9UI>v!443G?F4gFNv0rqw4`{ixX|??L=* zI(;%WM{tkpV^g7P_Pa%GT>i~tUp3qjszUyQ{A>=pmn)Q;p~mjdG^flPqMqRc^rHSS z%=TA=p&p6zH@{H)V7&7g#2f05nCDY}b`7mK(d7`x8~gt$T;Qj%_7T{dy?A{sQ_S>2 zW{AG`f$MJxd%Lux^EhZn`)qlqG5YJxB523`?qB5xMRT{$0e++W2m`;dKf`RlK$zd3 z`l}x{*gtCsjEDB{cY|fIfzojvzy21Dc22u{1jeU!#Jt|s>c3=ZWt0!_7w?0#?pVF5 zTeRqY6w15x^oJemjF!Ul$PdCiA0`a^NBwWT*4?{sa|EZSO-t8g|Ir=bKhR$=%=k+f z_>1GWZJZ#~ckTrF4AR@S+okWZAH_f);hef>SHI2S>uamK_Ne4Q0^|eYcA>@alR%b4DuAy%P{1dVto)w>3^;8nwbFg4SZh8r^CnIbv>azD(0t9dfdaqx```c zd~rU{G2KVucp*J69hP1f{_X;MUqUDy|NhnCw$30A9AEnT)^Af>zNs!oeGw9d_=@w% zEVh}OE|m@XBGxw{VHVFh{(|x(INh13Z$`ba+_{uQw zyT`xnkROTj2i6YyC$<-c!T+H?u<^*>vUbi-IgQ{w8Pgu{^~u=-S}$KU0>$^g^C~U#Kn|}zQ;=A)%Q?X5H0#Y9PxRaP?7NT_89Uvnh)E7 z|LrjB2awSo6@|LrpDomAf6$845za3 zsGaVs3RyeFBZk2qX}&Ov;#!UmhEB!?zQ+SLFxqPX=3>!T0>c{!mDm^G8MD*pVY+ zUqJlF@dc<;?B=#ToP+UHJ*V^J>HhmqJm2=n<=m$y8ael!mHqy4KMUG`*R z`d`>TqP-Ai@mk0*?Kc@_^(~?5#X;+h4jhF0pEQ5H#2@)*iIA^v!TAZ7T{85Cs zT?6X@41+a@^DTzic{amPPeJ+9^DJK#s;QV*R-4s>zKPEV7*_2=@>C0~E9$ys1IrhL zYMVRNf4VP#_<;7Oc1dl6VDV|)Q z-(7FO{inK#-`REkqWV7CgSwey-wBf8EdPQ(4*RSbI$89+66BYL`f{C!e0&?LCkZ=r>LqYh9wzsS=poGRGYdP|2)3J)_;Y{T!K<@YL*KU$ zKl_U1K^XJ{*VCa$Hpr~+THpuHr=`3w$H`N4pVLg-pD@HjaXum>4Cni(FItNYOHRI< z$n{Sv*=qWlB}QN`IKI{y!+SSiyT$CQqhWofm)m~|ES_{ce`Wu}lVhPikMnn|x3}xr zSpx2lpgn5G4Zqy`tRLH72(?R8{w^FVI=@B!>h$(o`(W=os7D}ugux%-{0!6gS%f-m zt3Us~*b3)eIG?WS(4{+VEulV)`lY)^t6+Agm_s*wop(Zi!pAgHYMx#J`g@7_*BLQ9kNVm9uYTj|?f2OCeT7|=)IukZxew?6 z$j>e+QZ0$+=7Rij{atnpoToH>GkgC?NEqG^!S!|7_o8XJySDrun!js5ljO$3jc}h9 z^N+3y-X<7|08;q05PD%MBBNKEmI}`z7~s0R2R4)MuKz zhW2aluc+@vVSj#<&iusv6=B#f|^w&LDLDor?Nr3e&go6*0woz ztR64yIr`Ms1-pHK-)NtN+5SY>(|(9bZ`naWkN7;0Vem)ddMLvX-;h7lAN(isr{|RN zs^6L0xPR+;F7smJ6w&!6=Ff!LeOqDA+g4EqZpCc>Anc`ddx^R3aGr1U+O)~_(tktX zycgHoYxghVw&TMU-qZZO?pt}!$SVT+a6Jsu_gjPvpCU8Q2* zHN$=y?Zu?OdisJpLA=EEGF(pdm|7nEd8_p($P?!`(~UY35w()X zD~9PluF&kSv&py-XQ6(8{OB{nvF8o9J0K5SU!R#vbWO5!!2U45=~H}p-O=2)3S|yRJn!2yW=K{K1s>nbdoIa7 zb96Q68$M4M_=Eg5KXKw<^eoZ$CJ48VvB-s#yju9Yp*4LE`li2K&VQ17XM?+F_74>OZx^c{$35FyBA0b~^7BS{}Zt zd$-(;ogWGi>8B&5ds>kRt^Z(0=ZI=!2Sc2*VsI4D+PMdeg<@Cye}IeI^V$c5e9uEe6{D;jVD!kzGgEo_oB^S4R-%r zXcL=eB4aK3e;ypqCQYZ+ywDcz2O)oL8drq=_e;q6HL$w(Djn%LV6VkuelVOUG5cQ( z_K5p?*8T?XKMNUNNcK$_{0Z(?SUcO_vv#^a$exFIf%y+>r~93(9sC3G%T{Ih)4=Xc zz;Ent>k(5n`1lt%&&B$SQ~NwEa#UHH76?_srfaiZ@tVtzpw z=tX_8+ig~^-1r^#Q^UpUCk*)<=6kH&o#tch``bSc@o$eCS)<082Se|ANGXCh>EWr+IzP)LD?vA%6*Te?02j z>gVRIekz|qBjG0;eP?y!&C?}NpThnOv-*?$&{wTVqgDWaalM3rzeumWgZ}yh>ZTBX z(0=R_d`HTL}_dEmkfccE$mF#I6=eo$vrSTc|CVCx!f+oG*UK>5&yV}PcgDDFw_tyW{B&|ud+yOg66BBhgp;qP-Wlt&AU|B6 zQ{v2Pvz5MqeWU+!${gU6_^=K5gYyvvdufM3zs2{%gseY(kC)?TDnXouPP zppe?x|8EGL#~i<6GV(F_Q-{6gm`$=0nCCAmLyzN;YLt$I1sBTyfl z|BgEFHEuoZS5ST~s)`Nj0@42spnP3i?;m<_SX9qOeiCNqokGG8A8zAFki!$)7o88Rcp%WWN(EG)xBCX+yj~c}$qF%xmAiMlQbz%a-_k zntcKMEyfSRz)!T_iKAUwKWf#;J!bfjL7nypFL*x!D(D{+4{@quLH+;n5e z|LOUbqtdh7$0@|p{F8!roeWJ;h5k6-q?%jJZadbin$vibK6sDv%Nnk}N^+A}Ul?Zl z8^YY*v-SYu7h&)>xZcTKUVQpFy&3!~@{2I|Gs3&eE({)Z6zWCD-^q1dGx8GTxqo-{ z`Ej+TK_B{~JY1tkT~XCL%Hy-^@zNsa_;Qd3KJR*=WpeqVOgKNI{ufi;UEa`<#|O7( zzkjb8avAgq+uiC0^e@o8CdKkI_vJUI-t4ZWZb$UFUmtp9dbKgg3+eS(o*Gx<6bk+i z{j*2zvh%*et6={)-V|StrAjCEg8lau^N%pZ1GG27pnvEOrbI1ysBIbs81;uR^vC%a zX8GWh+_t!WL0@>if9kv$3zL4j!}B=*)Kz=a^}6%`e~iyh4St}R*&@m(aQvywC!Qzj ztWvv0c-p-(6NBHfP~X9JhO-EJ8Z2Hbdoc{o6Z?tR<9VvWa7sZ9d*49ldFMZ!6>e|Y zd8^R##c4IQmx1iOR_HZ)eEPO-Hjs~Dd?T#jPvd)S33BN&H5dFp`g^afx&=7_R=_`` z-)qOQ|0C?mL zAYYvSLSHTYx&C4BevtTk>~g{oy-`0F?$1=~pq#<^L72zSMNUh0Pdy>}KibLS`4R?y zgZs4%+tB)&uuL`iC)S>=Z&`hoUo6`CX=qOm(fK#}SHfWbIN!y+m-Mx=+NgS-;R|uE zbQ(nZiu$s+O2I}mO7#B*NDpB+Zx+8NQBD}>#dx>4F78-M);Y+>SBd9C8058BjF%V= z+h2L&j`UNaXQ^qDyIgU9Sg+xD472_9r8DQOko{u-_Kf-9UhrT8vQN?dqe;1(At!cVKET$ z0jmEe!f>$iPVlEV{xX{pf^X_uL0?e5%ht@CsPkqB#Czl?d`@z*SHe(O-y(g>e&5{~ z`Lz=GgY#Ri{Q1eDz;9gNmiKpd+CO5A+qi*m>239mO8UsPh}^N!77hq{E%g?Nba zCd}6_PFYt6^m{uB{4vgtFx-zremOneQ>@_Y$Md5V>#jK6w9W#0aDBosy?;^eJi5?s z)aE^W|H4^#EYLjh9=ErZb0s5x1dG0hL;6>4IxSpKR>#jL34{Hiyjl5uR^RVebi$Bq zzP?)-wd>g3vrBpWT=~7^$0UC_m>C1>1n4MT8VsrV|CsVaLGLEn*ou90KZj>TNz@zM1{mhspNOJTi*%ZLc5Kx3igR7L|8$G!x#O5eG<+{e{Y8|NS7rvleGsaD zddInfH?u+C(Eqz32K~qNIbon5{Xb!DKW=H}noY_7=>x;;{J<@3Rrq?lI#@rWzhIcf zL$~Wo<>K~9zQL3TegKQ3x)h2?PcAewyp}% zhq=A1JEk$ETJsGeMsTCwr}ZD{&asOURFP zh#|hycvSxGe{jP8;B=A?YtQzt)_u3XbU&y&&$rjxOAHhoJk0lB*W3HO%NZ5`<41|( z6=CqV;`@~449~~=WDLW5{Yd|M&)e6f?$^NmGqnHphhI#ce?;_NCdNmvy=TvyyW9c# z+bHgzFpOvQHwJy_`wt#~_w~zJ{RGl)hSyWRM;P*1)E|b|l6+Zxx({FORpS1{$?iJD zUzGob9>a!rH51*xLjBq>^6nW6xSz%1;|7c8Z?|{33i8JNUcwN6F<;tH)}ipL-b?nq zO8Lem!3V#!gu(g&^?_lQ4{vnIFB^RO49FMxMVODz$_EfV-aW1z+3M&8{toq-VRrw? zyT8%QHhFVcU*LSax8>PH7}oInP~N$jDGui@z9JSaMO-sb3S}p4D!bDH=X+V(`N1fi1(&qc@hSGV*i9;y^izQbkW-K?Ok2jP7>3w zK4RE^5#LuWXXP5?UkG#i*t|gRWzqg{uxIRV^IGToXWoh4OGSDJL%bvGb?c4X)9VWC zykT?7gSANsny`LF|F-$1OGEwBsjz;>`7_M!M=@MO^|vStyKGz%$K&f31EZzOd+vq( zTBK*otRAHyY1-g_@qCmp&ri0js+K4_(UI@JZ8_+A-`IEyA2 zEBDD<9pJuaFvL^jpHI$ojm~R(f;>_GeVUuLUtHl0`hfBx4EBNc&&oB(zcH*$_CXlt zkNs`ce~_F1D+%lY?PsfZ{Qdn?3<2Z#TeocP)u&@F&tJA)4f%cV$bEVaOM7JU@56>_sCNL3~2}BMkX9@`o_+|KIx4 zXnuZ|#`zApWeonB$`SMRvwyPDY}u|MTt5EUI>Ww|x~o)@{QVoRB+lz8`hFkV2dK?8 zR(Wy(FpeK!FtB^a$#!5Ln9m3FJMf@6OLU(S`5SOv-pw-364oU{j{M%aH$X$X%@_EI{)RBf3*#v(r}ux$ccv9|nHl(#(@z-U3DO&=I9kEb zSahC>_Qmi5@(&Et|HYLvO#dfT9ys;g^hu8{g1o4|L?^phe;xz9NY5@K%f&0Ftb}|8 z`zOrxVb^x^GxiOl_qwqCuGia_xf_@B^PiyhyDm9s+razZSRSP9S`c=$AB>0m3Oagc z+*|K0a6b^o3rci7d_ifmyb&u$4ACF!?>0zj$UQJbmfbhmJ>so&OGg7~P3nKQ+jx_< zO3{1kD6ie2TAt>^BH;WM<+VrAOUlo<7V;bHZ;!RVmSlg?dkyFh_N=`(L|^fp!W8nK zdv(=S&)jJb>qo4=Pj`Iuj_2#)eiiB~VeqdQe+l#bt9`R#F9?U$K|JUuwok(U)yHzs zU+RB*s^>%azar+p_7zUj`np|Hp7|rf@O~N2k1+h7AmNvtJyrKUgY^OG-~J9Zp|9sf zfxp3WhM7L^cN5eHzU=|}h5nl`)JJ)+a<(7D%Gv!l!dxF&eRltvVRnAN+J9j5g{`mN z9aatFA-xAwCtN?$V>kSt_hd1@2m`;a|BXSup?_n(pH20_AK`x60Xx5^!@uqXejtAj zBxG%!QL+X0a|tKEP&mGD2-y2D?C;knm+v}$Jf0lvr{8Uvrs)5}&|V2czKZ!UVdxL- zgO$_!!{vnGeHPUJgM)f??eQx{mgy^DuwN=)`!M?aYSI4%TZ`#Ah#1yW!~e$MztP`Q zIh;SD{;~S(KGDIuo&kZ$qhu4v|1f--jaSub?^(YR=7; z^ADm2>w`RTeqqsHMr5^*2l?Q5M~8HJrjaPx??Qebo%_>Pvd1re9&mJdbzVx;BB=nf zhoiAmP1GMg0sapXkAL)3^)0n`vJ!Ww|6|KuHm7~e0sY5(_E^eP`A)VO;16-U;|hbX zrv{4r!(MTF!r)KM{>Csqt{+(av-G_U!*S$)S^GEtVwjJ?-~EBS_5Z=CwBBU>ts;G4 zSeN!!2!p+#|6${Oq4>h^+JEN<->?2VUzR@{kJ>u_>Q5EWPm~W~xX+35AHFdG@WzXCrR(j%A0Yja zgPiAVvTgv3{*5r-?~2U0q44qeA{iE+BC|7^ll?^Rd0@VM!awWI$t`v&BWQjnE^M9X zkt+-Ip}t00>2~k5aTm-F=O49bbf&6?A-q3__7IgheLzlsE%=@qakOfadE`oPFho!E z$OFIDjmv=dOOYQj#(&h#tgeG{tRG{YbY_57Inayzi#a)Wk$JZ0y*VmJ4Dv?*5OaI_ z&dbK3Ko9O05r*>%YER{CKZVt&_Xf*jz8}*+c|AvFH`R|FwmxUo^^Y(f`kUC3Ax>e@ za@@bgHpY3Ke|ZP;T^v7d+rsUq#((7TkTBoRj?35Akk{Q+_J>BV%U4`UTgYguy?ce#N)nd3x;RG`@ctKO(BnXrtXQAJiAZ z;4iWN_^Wrjc$&QddE@>jVZPo^@c*1&ySNzqJ;ry!AP*dmFv#N{4EYR>$I99Lz=Wbz znqy{^LOjFq6D@}YhF2YyX8N1Bp<<=GajndI(jUUGe~0>%cs;IAS*AcvkF_uO^|^Fy zI>b{dC(P_Iu~0|0D5wq2KQTW&eWrJF*Uxo)fBy9C)SKVzkMjKcv~bc#>08&iKA-;D zwy5!8D(o*(d&IDwLj9p~_I^w`!}R}H<)?qoO4eQM1K%&AeV&mt&9GdQ0{e}G*WLQC zztd43U(X!souf5yDflDQFT(BE{tIESFXZ2ue2wQHKj^{t7if=32BEW`-}?jK_o2Qf z^>44ZbG9GfUrw5vGg5Ho2Ao%6{+(1hv8UHF(fw@fFR9t4W{zH0m_O2YHnmKD>yc8J zAD*8O26|Ed2m?JRe^#HJ?I+kd5UVcy&s&F z*n1KTgZ!{Pl|#Hke?^$zUmy(hA^j=3r6aFS*93bcJaW-u<#&hLouYg+1u^W0p}!{F zt}DrxFncexJjE`@=HuL9upfZ*r(8O9ylikC_+!N9Iw(}R+|uXy#JRyfr(4Dq!+Tr? z;&?(B=tF)I=K9I-AsU}B&j(q1c3+qe0rKmd->0I&FaPOx zs>Q2yJ1=bq{-C`Q27iS7CJgxvwkOQ@A5)jOgl^uKHkN{v#&j!e-`G4^b&^o zBfS@2MkcjRw&V88@Eej3!|Z--T8G9jH*OE&^$D}@t;^Gvl;0@{_zde6)NjHdFC3qh zPyH7IKXCq34*mo6Bkh8Ghth*8aG!*5p7Mhq`A@-r;e6BES)7QB59IWupI@)79=!=t=SOBX?Yfa@8Cdr`hc82mHlv5d_ z)gdmf&GmM$A4+&n7v-aq)Y$(6lwVU{JN;JL0j^)yQVi71T$^G40PA1NEw`L6oe2I5 z`IBkj8J)iFJKFldmUupdp+Ehv0=qL;uMC8waN} zehQNZej@!hWyj`D?-axB`R0t(R?o&~@%-?n%uW{hu8DUu6>0>p=hTyfo)vC;hv*U19$U`I%GGYUo(I81{dB z#Pk!E-$MSMm47FC8Lp@C2*dgl$0yAF8)5!E^DPzm6MbJqga1bRxYhghJ3HU)FhAtS zt(5`m!*ct8ePe&Ob{Ibx7CZ#>3Hf;|a>6Xx77i4i2`m< zxhBm`8l`Pej`1tk#nEBw6+5mkxogwYt9lIJ`>})}|DgVYl;_pGR#B;Ac(2hwHQmub zFY+h%@^^dJ9*^L>3)jcFS=sH{P1Az=B&)^qxntI-c2V*k(1ZCNVa3%e}Q*mEBpePLTSsXvF=lEt7nK0lN@}DsGZ+YY551cf<&iz;3#Q5_8iH9Mc;eA%Z z;D2%b&+q`s4_SS7-b)zt0oMb0o_$LKH%$R~Vm!$!Zdy1k=P2akNZ(yGXS3KC(f>RD zgSmX}4tg*w%Hti}Z@~WUE{WMOYrtfsel(xE4h_dmrfq`rDa=<1^Y}xUp9kDsJ~86s zoJnvW82NwqoZHyxDzP9Bv=_oWp54tqETvg|5aJ=q=kAww!Rehkfj%R@3G?;P-5-{Z zdsjz8e8BkMi|!j^|3xOY zD;Mt+0=+o@qA8u0xqTYW_xp>sS9$$>*$Dm~=U=op#D9?2RcMd;S`?u!>$rcqVpnSa zK=YW+iZ=-`ABoyFlhZd*Ms}GydDhgJ<$EdB>w%O?bBL%;5hU27g|A?^i0Lk}%m#ZX5p8Fdsr%KxXjlo~v{|B%B7sLM4=zq%B z(|rLp-W&2ijGk4L&$IF`w4Noba*Xtk)o159tUR6c`C(VNjluIp_dQVG9=b2Lxb|fu zCH8&78xc_2n+{dPa|5W{^L)DJ3$`>N>A2}{jqxa~pWaGeBL@1VXt z_M2s^Rgxyf?*BaAebYhzyOhdB$%|t82=n={a^^1y^Zf8}Y>Q<2#gCxB=r10p+m&mE zegu6Th5aE0dH+)m`3~}r>cjUONIzkIpRjmJn0)XIC$Km4AH^PnM(3*4z<6j+#oJy4 z2_>Xd&(r*hLz34j&Uh?gL*o@c&|m-X;c~toR9w2?sD*3@_;=)Aan-;b{+E*=-$Hpm z*}ZnQPwQLof0#cIhWr)JF9?JGL;6{{HtElkO!;!NZks^WruXq>qkM&DW zEcBk>)*Jjc?pKw$Wv}eoE{M;s%w5s`cB%uc;P>%=um=8LRyoy&{V!av5Qg}s|4;pBihooN`3TX6*j{1MLzhRAb z+!^+MVEMD3PEGpJ?ZN+I{pam%*R0-_3*(`@pDUUktW_N)&+O&7^S#5LHh+Qfk>7+l zzn`C4bWh6rzwd{hUy{1D=65f+-$?bZWyFrG_%3DJe!ZA~FP1JnvSeK;d!M!Zh5x3X zigRbE(En+bzsT88+7K}r>>KU%#fxFL_s%nc`Jz3R_f0&J6W$lTM?-rh4DlNI&&t_- zJ%%R{Kgw5_$lkNw4*43j-5GUG#( z>_UilC_loSUcrRh<%Yvzz#jC(^Cb-Z;d}&>XU~zBodo_LiV-48XdGUBJKcrTD4BQ6(1^NG~+vNq* zt@d(%`YPe@^7&bAu>XPdysDB2miayu_>1FJO#LYtVIs%b`^mnu``JLe#PKTclv&q3@d0^Y|CRZ&CnBmexcn;H9M{P$HiGey-WtO( zZ_YJ@@$<5p(O>HC&J_JW6}GQQ`LJu<=-=|L3}148QxshY@<4vqwmU3P@0h~<7sClu zzjoSbO_`fzz)z}wp!aQ!{9yRMP?X2(n6<4LQmeUttt(S@&S}j-TMAx&p*Bb|DS>STNhAg>pEl|%m@7)VUR!SD`ANLNY5MLMpLKRqVp=u z-`~0vYqvfKB&BjvfyHCOuwR1nd3QV|{^2*#`|UU%!up3;BT@0`>w9B z&4UHd9`6eh2KnImJ7MS#`A?Ydx3KytG(W(+->^Z6OasL}|o*yT+ zxA%zQ`#U_pV0bm%*B}i1==FDf=pW-DmBatV5PjGmzrW1Nnf<(Pv>cK)-WS#n=np?G zp5b`vQx`ZdMEQL5uaZ~WegO0j_4(tWFtvW!^SFI{JYKx^$MHIT-uCg%``xv@Zvp?% zAAGD2ijSP74)Fo$`PAD_Hh75xKTrIWp*ZwSkFoswqE8?EQszf#aDVgJd|80-X)VYL z^_eilJM8asP3A-uHPQPy$j>i|ejP>+t$_H0^ndAdqt-dd3;YSz|6*rQxZf@9zxr++ zkE!`~Q%R88BPyxCi1H+UM7I2L!L(rD6XI>wg=ow8`{QQtG zpKtT#pB{f?3L$>s_|5(S3l2)OfPX^%5Qg(toPTrdp)Kw`MEeoge{=S!G~0}Lc#jBi z%hcM`U)jF0>^!z*!{QE;GM4l2H5g|5wJqt^OPmW2@Oafyn02GI!h*+>mS#_ds7Ny? zNBUYHe{d~tRpRluwPitdzP3N;AL>Wz&)mo9FLuKI64w8DcSn>@bv*b>r0wIqU2-eWe2J(f|Lpa`4!o`y2R;{r|4M+p2$V4ZMGZ z{r~=$w)v1m3DArD`eR%W)N|xnczp=z`*XlCX;^GFw8!{E81e(`kCn6i**{l@E9c*n z2YOH+|75r5ejNM|{4Ji>5(fMHryS~|eY5&!+4$7{1L+f$LwqB8u^i$X&Zn(gQGaja z7|3V)iuIW=$iLU$82FF$P&x1m?^hEBejq)BA-_d^Zj1Ksv1R8Z)eMF&nHzap34wmh zFWPc+Bg0~M^YsqHl4txf6CeSGXg1(PPe*CX+!_w{Q!nxJtLkk$JOW$7-rv} z2&AVylX8uBhkRYk502@4pW_Omm+G_ipg=k-wBcyKQ9!R)KLyfdKF$`JqW4RYUg_%Q z)A|FGfj+T31=3A3lusyM0Dpn?+nI%~e^O@-{s6~sx4FdpW3?vuQ}KC~fH0I#70H)j z@So!N%rU)>#4y|!7W;dK+5W7cU9xFF@>03~#;+W3WAd$OKtIyg-poAUxAFo)Ha!2UztA;$V@*d>$dqbd!Ilc<2k_Kecf5Mzb%mQ+uBjO zX$)ZTeyBiZ-?q0Ko|HhosUw~r!wDEq1+uEQFIn7r4E_iCDW|)7;@&%r%>N7I2AR*# z%P)g?jQS)u?BU^AQ(f8lxIiv!%#AB0qW8eX`$Gb`mTSsovqB}F(|j2&r2gdxuJ~mh zD7r5y_74L2fiFGAYHx+zPn4JZ{0+DBr}{uS>ZklEla>vt&CH((`Yic5WV+9#{Rk^5AqVnBZ2CPdDZ*dU*Yzkn())r zv?!0=M-UL^`m0*3G-i@*HTYB1FT!wsiCC>i$ND;qzcLK|QheURFvuVE zi|T{?aXi9Y-W@v)a@tgI5$2EO9h?75uAHOF_NN5umYW@|&rD?N5rO)opMLjTdV@TW zf9mtCm+a2H1NpW%UI_?;|3v!L_k~aE(qSyb3#_j(;E0uV`c{}P(x+j3W@xTtJIG%N zXRHx8Ym4p|AU`?{e-mT*x*qI9{C$$3(+K}A@{=FH_pVs3xymATkC!gY5Bt~L^j6}? zJty$5I6lL)-zd;LxW8w)jV$Cl)c)Zd^$nGq;Cpa!yccL9hWSu?#BiQR{g>;QylB*c z{>A500!_jtU-<&y^)7Lp}V}jdP zb(XIS2($Z`3`2Cm`Dn>@?>%C%4fKcpS*v75sa=P0aK8xW)5SP!`v5&S|8Ao!17oZW-C-0ktbZemFnE z;6G6xx-}Jd?Rj&B)CZV(TVe>yQ^ zD)%}Z0DbB&o)2N}FLZKRFLX;E1^SKo1;doj3JAk|ksh5Qr}JMIh~8&Jdm#++!tuL1 z7hF-R6a7CH^1r*Ugx9XzwV)4#lan`3e&i1AvA^z@Cmj2xvRd&6;U2EhgCA69@%lXu z$l8awy@d4`_TS^-{G#V0+rjss*q^TYMyV5$mAt-g`t2$AY6QR^jEA}}4s9|oJ;nCJ z1iCebZ`8IdQ_`jWdbZC9^HcJLa-^r{@loIkv_f19wQv{=Cb!_1bQc%&(7Q;I=@AI)$edefBy6{ zuz!Q}>i3s6$SHpc{+_Un%EsjG(>ee3=futl)cgeJZI~bEuiO28^T}B}zUzNG8?{N@ ziu+TBKM*~=jHFh#sDFp`H`3SZ?1wvDJWU~gLwb7UbnzQtTMX;}6XN+XT!`<}3K%ZK z^IeXMDLzm+#1G^rtN)sCZ)w@WD4{2;uf*qTg5Fk*3si=RjmSowkLZ{Oa*=QiC~4Elxi_3b0=5PfAl>`$RS_6;#}EZQyl|0eYBeV=HrKBG1d z-fKa7HduAHaAK=SKe2y<8*9ehGa3Trgzr2`YN@`}E>a5py#Zo~517vrhWBbPza|Xl zrzk(d?dX23fVHRlwE}}5wu8rMR>OQyUkLN~+HXdtiLRYG_+yk;zs;{!Z5rI4=O_LA zB*M;ZH2{0X`SweT-j*hN62|`r1AT}M6|7TI&BNe+H2NRIsqGHxNZ(ReM)M`i&Nl>x z3ubx@Z4vd4^XacsKQrosu-zV_moTS?VcNeE^j|SEJ;r?x?B`MY?^|}wy>T1jEzW1a z(-{9(*D63hSZ;JzeaXh+Zm>QZB-Ss66LEh_Kp570nE$YHTUt-C@}s2h3~P{n5N7+a z0%H#cLBKRc30uix@pyzmzs2_{SULCy%zvpI+GD=O+D|32{WpP`pX+_avFm|<$S<>N9Y0?i z`WePUe>}XiZ|b6gO`M;@Uma909U#a3{qUNuRR?#qzx$W!gMC!tOT+M)-A9 zusiVr_>caJFwlqejEL}xp0%Y9Ob*8%@#(d9Atm|R)zWD{4KvuUuiP>B)lhr^~W2ZUZJtU1>}YN9v`e4XFJCo-p@ol z!SU+X@h4Ys{!9qZ%ynKI0{a1I-xJ5{Zq$~x0RAGqgn=HyEe}+?WuF86L3$=4R&k;I zK*DfdiT;4}^q6f>t-jE+wjpui@YZmSAQGLW9Uz|Uc^ZapgmvW8%!*d`%L;pEBCROfw)ByG# zs$g=iq{8)%qV*ukbMlilTV}_21HTYYiEk~@h%AQwksj+qFFv*O%!K{Qe=xk?f%UDE zZAN8P?1KFXl&^LEG%eGg`$4}^9~fr-d#cjTm^sQxJpK^o`4z)-{vnte`mSU9r}~ip z;P_Ktc#N~if5-J{+6@<%@Yh?oJf^#;yw$zCqiTf>v8&Lwv04A)?M^|7uL6tAGF*_@e0I0-0x%mU{$h5PaKYN4+rWSJ6#IL^U=O%{Ck**B@`Et< zSFC*^8;|;9`ys48-9HmBOy{?PIos?z9QiH!UI61WVV-}@DUP2I<~0b`6Ua}yjY~#* zKHkLcCkX7k7c|+M>HxhSV)_Zg{u}0Ntb76ace|`kYck#6@_fzi#`Ajt)vJL2$RE4X zUuT8hOOy<{TVj8Rl~a|H{>Cb++im|F!~J0KeLVrS2Yui1cRASGKjk1FjK^#|de4!y z2mgWe*jpD=O`9hA|4HP(z1y!>B?&cvsXRaHl(&oldyiRQj~L<)>breqy3^?2dN9B1 zVtNRJzjXK;!+F`*zcJ_+>I2mW|Bw5}4AcKD2?ztdC_ln5KGBQgE713LtUm0|qJG+c zk(yFeo(uV*8;*|{?03Z9Sf-Tpk?O;H3D|z_^do!X553{~Ja=KE=iBmTZl805I)65> zI}Ga;Tu&1Qe}eSQQ_-IF@_9bci}cUy`LN~vHPQJ9+S5Gi6p5NzSFV5a)_hTv7#qR& zM+kHKn&-AEIoQRRx1T>{ihaFn5$u;?fAix<_ciNvliTZpk(2K(|2mhw-z6Xn>l5?` zg!%kfeYXF_%Gvqef)5Tws$MU^A7T6=4EJ+!zJy^v9`$G8h(Ck6Jw(ygdnBS(?>vjjO_acwY_M zJ9N06Ht4<^%$M*41^dM0t#Cev`r>f@b#z0wGCrQeN9UOL<-;MrK!4@XaBbF)J}*HY z7Gi!9hVd}pUN*8|r1Q~hGHgF_**4ieqaJ7R^$B4vf5JR}Uv|dmvYLoN!yc&0(tQlUa*L4){X_2nJ?I|^^YxOWR(pf;@?!RXu>!}jDP7J*u7>|} z#eCV(Y5T%O*(uAI!;3h5J%}Hu?<=e$ZQ|a|1briXyr1g! z4rgToiGFAGw$%E;qWxMt?{@B!=&T;VzZVlYPdnIoRsK)D-gVv*RA6tU$M=_3c8m0k z4pE2o0qVy}UE$Qni9O+aCB!Zc(-cm;6YWP6_Ei~JDc=G7DbnMD82mAnzqxO$EZbkY z8|9m;ZcUP`o!FPhr_~zE-Ynd39`?_%Jz@6#r(pHwcWyp6$H4w9_P4sQCTidBwJ<+i z&#r#*@QAMAb>IiukE>1J)c4-=C4>IOvh;qKfXdiJ}YPE7w&H)PPA9v0{#=}ac_BFr{a~t^JR~fj{YZIZUaXCdwA|? zKSxI%`~}(xO@H9`?`y-lM_s*Ev0UWBa^`kH2ok_N7)T^Ps<8 zV*f~(%ZHWIdqaYC$Hq)MeqkGrx9hv4zsgsseEre4SDb{^TquUhWlQ+e`8pW z;(DIS!9Srq2}Ayf`w6T+J37x}<%#5P7>=TNKv?EA$%8Q17tWuRv-8;XzSY(-Io7bB zjr#6&-Z1iwdLGy-`bV$Yjgc0ax1k*6yJ42$(oKto06)=wHq4f)*>CfW&ws<$q_*qs zcCi13^*8qD-(9gL66_D-wYP5Ln3%L1QcmRm2}68Ae@YnqC-%?ES^Ogm^x=HGP0TGX zAOFtJYY9udq48Nc{ok#?ds_T)<6DVbpEs>iwyqhf2lwr8|DIv`zdiwBcE5^Ye!pPT z1OFYJ)4Bt_NYADZlkY#wb5l9P`a{h9>!wdmGvw4&D$4pD>SSteoX%o1K#5-;QsB_=xi(4E#d=ZrM4|>RjPv@E79y zqXM5!`Sr$E`U3qZKOfEc6AaT-VSMxtgdzT+zWDTvYCDMNALsG&@NGSE?zbgt!hEs+Z7z#6XHRJadqaA+eP4NXvs)+7AMBrDHlD9y z<+!e%hxvM%FvLIfcfR(?(*mc?1N%q&@ZGSbORh@-^oRE!eD6%y^4eAd?4yrZo`hlj zjrks7@V7|Mc85m~7nnH8vGZ`kpby9|R?h5?Ft@iILqfK6h!u^G{2>hbjq@kW``a<@ zwcPmXDp)@tJv-(;bE$B12K_<(Ak5?I4o7(pL-oVZ9`$9%V?7`1yVC8Q@P5C5Fz_4g z+fO4oW$38iuzo}S5@z>L1%6KcS|!o?u)l`%`DMG>EE;qd_>1|KU*7e3_a6R${S|6o zvPn^{I)lCcBJekAal7#90(}32^!q31{8?A=71~>h`Ar!7xB1@~><|4dl|%lG`6t8l zeXoEpdw+moh(~DO{$G5frpUfz?`H@CEN7KpT5BWwhU6JAsUT{5hOLq#(H{_^r*4oY z`o9p=pMdyTM=HwQ;XVe=pJBFt9q?$|5ZfjLetr{Bvv2wZs}_ELBcL&>IJZ*B*JnFj zeU=U%Fo(yZov$+Ax?EYz^WQ)zt)0e8MEk`kzreMh)PA=2;rkneL4K&ufjLu+s*HYv z{`V5|k1*T^LwX7G{E?MEVf|x!I6p-F4SeXlEO}ceIDa(7{t$zHqP(db@>%pRguy?d zdM)?KlzxJ~CYg4{S@(Ma+ zKdGJ8Yw$N{KZN0Y6#Y@qDG#^)A=aQz#$x&jgMLtd)iz~8Bewv*kUv3$+4<*gwK+xe zzaN78Pe?yuSl=LhyRCG8wx06?`A~UcuZn^>qg2dEzjyx*zS!lAEZ7tJXTne)^T9oG zk<{-OLC zP9=U4=KH^dVSR!Ala~|V7|!z{gaQJ+3f!W z{81mVdFChO8%-X6lB_)ENzaI!+dUCh@624!- zF#TVt;NXJOH(LC{L0&kYgKsu8TX*gW?}_ga)59?RzlI<f|HxaLcWjrX$WH2uSWX`)hO=zFuD=;1F`>5gUkiTO-J$dNa&Dd zm*W?T-tR+tL%&|R7c(({uP;M?%<-E3H5BH9;~yI3Ch+WE0qY&?pD>i8eG&$LhvOXz zu6X3BIt0eY{tq>JEb9DeI_L|QAC@~kCSJND>=$AAVdZ_tJai3tJ{Z@!pbu!@VOd|Cx_@~J^kDn2ipvS3vv%-!7xrz8WT)WUkZ)l55zT`y+il(q z`eiMaCt=u+rE;xZ<2zq$0C{43II0*IUYq=f$GfA3l3&c!;<>*&>aFro`S(=dC(?J+ z&sKfW<)1JmulE~!T?xrV7w;`{6zj9n?EG( zSjiqJ$NrC<^h^0>I0on=d}dkP=7Mf~zu~yamZQIwUV?u>eLTK)X}ghbL9m{}@s6L` z-5S$(vkHA5CLj#*#{Q09^h&5{wuSzX{%{Ewwa$ZGz+Yo|xWyT7oshGz|Azi2JaJ<2 z%cx{7-|)|)Cw;zl7WN0ReuTEA%!_Id=zo-$--LO*iWqi(x|~g!})5`Z zH$H{@7U_x77+Wx=btPZVM_HX8IYaFax5wy?+52X68wlrVXkXF!FGA*KNyB_m|6^3n zFV)$$0rUa&FJ^XiX+cM2=#R?7g6wK$UIzJ~KaNRx>bAT|^#6HSe$wlt&)_lkP>%hd zEUbG~GbjYUPs9FV<%cMhOjYCh9;>dFJ+NjbKi`NQ9Pq6}(P-!oXFqTvZe-{NzRSg$wy2J%M! z5(fDoz41jpbFC-&KzrnO{O7at+SiY6SIFxBeDrEy%57L*pg)R7%-3fLT~>VCyId9a z&oN#ShWeN<5Qh09J*?c7_`}-Md$$5sKA-e8VO~z)%afw_{*a%9<>~!A0mJP6NW#9D zKrf{uAa9&+!pR=4GfRiS_^59Q$=8JIFNnTB#`!SJ&NB$}?m>dXdTG~w|rQEHH9 z-uR)ApJRWCOAGF*woQlraJz`iY zQ1|U{U+5q8nK0xBSbk=W|Dbg(bv)jm3F+}rrL!rwrzDd%ZJyCTL4HV2((EUi*YfAH z|KAiOy)V1IW8Fvmfa7Z<%TD zc3%Sahx(P=^@_>#Ua5S>qpe5WaF2%6V5&d|AhP{EU!cTC2zWVb&jhe+*|7LU@qiGNKeYuQx)=ccVWGU{Sk)m zR|se79j-18=Jt}3S$t1n{WY);)Yp`UPYSZOg>(6wlOCWysLLo=FXQ;<#yg*SZ)eWO zJLkUa?Sj;9Tz==`vm&AfKVaX>3kZX}aQsxWqJEc`>cMzO@A<*^1!Jui!2LYr|9Ov$ z_9lCb;XMN!@BEGn6Xf@bzTczzh?S~XeZ-vJ^RXGnldbp5(f8Sc3nt1ZJN+02=ik`h zg`I=FBOc9x@zH->?BCkMGjkirAL&cm=ez9k>yw~=XkTd=8}^L*F4~VkdrkW?Tk5F8 zFUW8I!SY{-K32~1MZ&PY#QxI_C;o~0_TTpmm!xYiJhG64@11e}mrk{dw@?wimuDr8 zCxp4byOfr)Ag1aAx3A0n7tS1$wvyj(yFB5ooAJYsd_VNERfqhOYYllkA`Jcr`FZ*H zf;olT0^vLg$G;qDtvkd`bUy>JI}wm^w?tE_jNEH`bWZ`Z^(bbaNdgiyQUg9^g^FK{Je7|h0;C(;BJU?N0Kk?&+&4MRs zIS#PCL4MtEIHhyDPZdA!xsiV$>-wy7p#P|^472ke!m$28{t|}!MJVr^E21_^qhPPO#@iJyl+zKi-w80L%mN?10Y{D00TiM#P7 z%R!&EiseTb?03-Ln0-GlpmNAha6YU(y_dktS^TGRzW>15uci6k8aeFdvI%nF?~s4D z?B{om6?Wn0Q@1wybc$Obx<8BZz7_iNm&4+%{5}@LEWQy2`$K--I`+N8iVwE%ek{)a zR`NZaZ)3usKh*bI@1}GgVJo`diS=)v|F%!-+brN0;n!~qy-#f6_Hp}DYh3MHA>Z$~ z{lk1@^pAn?{T0e9SE4cP`PSDUFZAEJ&I|SXEYSmu{pEUpdX}>D0_Y=-e`of2gNx5a z@5$o)2=o1hJFX=+c6}{_^F%5~4E51JP&w#3;WeqIm(A|N{SCCIJ73zVT=CQg{$l$) zr+#C)Xc_;9r5Y8{}S!jY!_ITJI z#r+w=VBhGUSvfn8yLrj99ob$%*7!E+7H~&;^r&y(HupUAF=jV@`r7jTV zV@Q92plys|uEqais88j8bYo;|GWdOg!gt#`DKy?zbffb7%EdbrcJ=`IVE^|!1qJVE zlaO^H`49&ABYpREj&}<;h=TufNBZvfc=GAluu!0%+CTD5Uiw3n?^F5bYkKA{Pr~{T z_hX7&4ep1@y72s^Xm3A7rT*=~pP;`lIuqhEYKb$HqkcTlcYNR#J`?Ce{e0kKW#?39 z3i8MC9waXK99byZ&qsbfxN+p?lWvVXzkawN_WT{=;e3DKpl|2L;(DfdMu#zTubV2e`-jB~U-Zv#*#Q1d zSFDc=4jU8~B0pExr@7 zd{^x#_J3A_k|}e>cSM366k}CnE!;KeNV(!FLhpA)(GPv|DG8gtdeb<3IA_}_Wx{n z_3MHp(fgE0-!lt4d%@fx{65RG=&{QJ3a4=We3pOdP>$nj7$5mbnCFv(`F<_KY`x6d z)Bh0(p0%kx5Z-^q*SCbhzoUE@X8Q>YrxU%;yUV{mDC^Jd<+<_8I>!~Sfga>PVOS3! zzn>4=)%I;ssa#KrkIyGq=smBER5(feAq?wrs=s4nuS)k4us`(I&k@7^6WYV`#QOtR z$c*Rt!Sl;{xhtL|!2LAj_lpU&E#8xAx&6O5RM4cBB?I+Q-h}yi@QWnf?`zgY0{v+J z<)%>@1M`w$eT?y|JgL#6kMTap7qNfB(EeY{zAqM-s(!n&R+Fz!1S6tX44z%W*E<4X zmf2Jf3y7CEUtzbXHBV-^a(fc$1T4&W=nwQ5iuH*w_&>ZaM;P=0^GjCF?&k=71c6Jc zI)nbdC{d+apdXs|x5Ux+JmJY3~O&kjCar{@2 zM<#92l7#sq{|Li+^`pL@Ke&VY$q35knTEqWGqyD~1P5=HXqX_&F((~%pQxp5! zwXohs{i%>%H0z+BDcqk#c~s~rHx=67fb}){?}{NEtj6Cw!S@dO#fl~(4*8y~(0|3~GuhvOu>1VTQ8@xKx=_bzMf#dDR!bpI!Cr%G!WK z8sH!Miupkp@})liV74Dl<$OP<>d&RA&yMc|{v-bwX73wRTR$^CA*ToWit?y=@w6>; zd=Tgt+HbALwvMBp<$?c1`f5*TcgYfDasOW%{aS5%zYp9WzaCSXRQSA;bPUyh{bHB$ zYL)4rpBQiI6lEHde@)@}Az^;stj@yeMN#-^@CP_v-KnCy+NopUydCw4FtkVd2y_0v zEnVN^$G%P=U#w4-k-qnK6b6un4ohS z{;y?^Sbhxa)BR+Id(rpsgke6o{{N_ZvGwuN_1ykHep7lRn6@2^2jxc?@>k^FrzQH1 zM#8gF^Ci}c$0H2uXT0CQ%GrAgteo-ZlTV@`bo*qG2iiAbzCZQZ*4*{Ij_7?T9RG80 zeb|6=P9P5l@py!RUnqaVus%ZheU9t+pz%^Ytgop3xwBm?KKuszqxy)sK7Z-|V#J~F zQt%g8|4U)RzC&G?!28g6AAn(|?_VBg`;18%%l#E$h@U8ruX{o#Pkti-=YPG$^fEk~ z;y=UF$o>gKyg`3R81}0Or*@d?nC~QiiS*-ZNnO!|xwUc&7=GhzrZ;aC$Pd@2UlGIl zv=5Gt815@$Jf(8TU(ug1%+B)&^ZgB0&f*KhEFb?S7jb1>4>PVm->f$ta#$$(|4-Bh z!pihMw18oDU+&v{V@dzs#$bLX#$Kji*<}WD1#mt&TFfuPJbxw3?U9u;{bcQ#zA?%eq&$-?{%R*d_Vuv@xomPuosLM^|E(o zn0RXQ^(SGlFN}Zn{Zq4?E8p{csoq98TTL~TpAXh2rIt(jIe`Dd{uyTctbc#G)4}|Y zO7AH@Y%p0Y+3&yO1>^!43#+yur$`(b!L_19o6v1GD&3gkQJ?;2JLGHs80fqeeO z?0yrKL%xCYCk*;P*wbz6g0>fMUj*rGD8Ik2TbB_qTP*+4?s9mrl{VzVNDpD)C-UQm z?WH=`yQ8>2`{9!^_0N`Yh$rZOe{6NlnOXJU`%^zI&+4?~nk1j^kJ~R+wmB!kc?0TC z<8=3M;fUS9KOB!?#t*{$`>MwBepio2nZbDz(%bmD)P3E2IXHi%{tyFyP`?}Na;?Ul z?FQbR>bG^cHZ3uV$M;6WkPl*cQwQBAOQp%xv!C?Qm9-wlF$H<@Nj?*ibH~j>EjQ*4`tY1)`&6YQwz1VRA%8{Pt*PA;X$l1j8 zujT#PcJ(RpJRTF~`|Yi%WtHD=EaUehevbUUqucQVQf0)SpSu*z4cab4|2W>y+Z|nd zhyQ~4;`)j(oc|(ygn7RCvq}5V{lX~l2iX4CGLwhnPHcnuPZrxhVbGV6e`Bbx`!|OE zuz#u#{6hZy+IJ_c*I6f!5AyrB;_uNW{a1p%V7&W%D=O6Q@)>>~`uD5mz!_Epxc>dF z%2|2SAqwV)`tWD6q}S@9=RjWxpL{&{se7V~tt768{}5*TcYmI~+bq!<4)KxdBZmG^ zpZ>g4aC&>Y8`s}9h0f~TBRoOA7$4d?=bo&)WDoMf`L*4f{&+}r8Tfb9Z^FP2?60l< zho$@k(f2Ika-l?rQ>Cg3o8f#~TrQL_{NAoWP8-^b?=Le9{1x}lFz`>zAC7BKe}oeL z<98Ws8qLn@gc6w<&QG7dXXk-JNmGUOeG9^2e6hX>CFe)0uZ{48`6E4&4k~{<9p1tF z7=%BTsPq~z1^g|JC#4c}^>gcepcl&tGkXHJ(RqUS`hV_P6zCx+h=Y*ld z1DQSxr8ajNJKC@q>`T0#FO&*DA9;PGH?04u|D0LIqst8-z9WCy_3O2BftL^P19AIy zyGBW;N5KE%5>`rzdG|XJ<}cP)Vf#*Y@`Lwufb(^+Jqp{GmcPsn*b4h)NKgBhaRWYA zcZG5sk1+TX#4-Wv(!Y+s0R9U5m)Sc^$~|ol$OrqAIU6NCd+`kLui+wn7s{0W7}F!{ zj&w(AFDt#d@AVZAf!{cu?C2)>DYAXo`a~$}`=&voNe#vq`&*%GYh6Z?}hofJBDdN|};I3Kz6$hp>jsc_#B>6cej zU2OHOGvsrG`)HhWD*FWeVSRbRZ2k(eH?FQVYGCV0p~9u3$`7;pL4GW@AE9FBL7A(E z_LZrTm>}i{VVGaPzcJ8{`lmR0pzEBC1z^uOo?_VgaLe6>?Ee^qiXZg{cK8yhK>4On zN#lcA#Cdo4UJL0}>K6N9f2lF(C-Rpt*AJzmv-jy5T!;7}UjGY~ntR_>?Rpr>vAwdq zQD9)RtCTJ77YLR0JJq&n$HRRh)E~kiZ|q;$JUCOzNP^2pdFJlW$e@c#F2rwTH^*n^ zZZ?5`#rdhYrM}u(yB_je)E|{syT|5$Uh0s_^Fwo)EVA)CwwB{ zbk)-u_I{{P?RI{RhRz_^4@Q1<(D12#cR2<4C%*3|?5Hz*y1d0Z@Hc3G9miL?>ij+e z`iJ(_@xsL2E;~f)3GAOR+^<4Bv^kSKQ*p6`UP%(0`#DNBh2ns z3OlWR^G#N1B-;-VcFJARtAE^K&_D6|l4DxG3pG0xCA_GK;q%j+DHpt5jlYK@)ZBSE zb8o5-jF0}6Fv|~FIoJo%N98O(7HY=%7N1Cc3igQn*Zirl^GbaQoc|*39B-6gI7W0o z5%q^K_&?;QR!7sE_1g159^&{X)SB)8d2^8{pGAIZd1-xYeDnay5qB9G{L!|D3+&e+ z|GU@@uUI#BB-F?8x&(Tq`&w1Vy(9hYa_5ic=(pNnk4we!APn@27(v2gmPbrI#|K;{@&xyUi-{KWZc&r=gR z8=dF&puKKpN>RlqNok5F+Rrmb-fUM1{zv@%zEHcOx+y(uGJNkq?GZzN*uReUWc58o zkHH?1p6;^psX5aZ%JwIDcJF(0reo7@=#R<`zuu9zUjpq>zq*f~R~Yg*0Q}QG81x1C z&C2O~P1xOWQ*2Fy3OjEQc2BL`pfaWj@)hjA$4jN9GTURJe?2k334=YLz4iEY%qh^~ z7kqDt_NKeM^4w{!GVYIib_h0E+y5-&Q#ik#=ejmjOzj5pMg8b`t5e*kf+oP?{V$i(P&gZAEC>gtG@lDwO zL;ezG`}acql^?uRE*h}=|3dwexNL{uK=60SFa3I-?Q!|bd3^3=AasrDstx%U@~hXN zha82Z0nv-=)e(d5eYx0lmLMV-duppU)9@?x0&4^K!K`p5Y(Tto9? z^;5}SdIcG*bye;P`hfiHb;T(0O-mB+2l?6SQOEQTp08oOEM6Z7d%Ye%cy*yA(1-l$ z_131{npgXQJ{+&Ng~Nn*yNf{{;`{wV!cwy+e)Ueuc^o(}1?pq_-dFMxwE8?`>o;L< zf!Ud!Rj)u_7K!KAXV|B-;A?q&K7IVR%z0C^2>QqNeO`8$Xwm*G)JJ~z-DKZ;p2=b0 z58-S3roQR>1@=Gx!H~b;{Q6=!j~{*CCyh~RYJ~eN=x+!^{*L1@O!>aB@2AcUMdQAM ze9<2h27ihCWSG9cVfDekBEJmg%7o_ixx>!;g$66DqAwqs0saZw6K3mIp~2&m!pqgq zz}`_m`jzUxN-0x?{VVkM{c3+(2KD?UP4Ddp`@J7%V6E>A_JIBM`{>=$J2(O4hxu^7 z)|r&YKlXq3+JD?DeZXjs1Ll-& z-TMa~y=(tPtS^M67fY}F8%rLMn*I-7AaUbw4Em7qH->l<`!|O5IvgrMe$4u}li2zX zeunRR^YWv3-qdi}p?!<|E!u6%yw5&)U=deO3#xQbT?TtX`!Yt{-ihW< z82U$jFfMdZ|21O@_bSpqmp_PDwcfeb}Bb=hxr`TjU3BRIe6-m*K%u^50wkrJAVlO z3HpWlVmk3wsKccsxgq~zh~FqLQ^%uf-tC1_9jLu&?EAx`mugo(526w<+yKv z{c@cD(0zZ-PMh2n^atAyZJhTe$>=lu{{xOcEXC`S#h6uGzGl5Z zjP#jR%xk^MzRWJNUipt5C^GRrEWK}hs|CnXU@MUvuo-tTkn{p$DU^KsX?XWetp zy|4S)%G5y}TR5XV`wy-{jSy=S2A*?0<^fYT_lfQ7robl{&1Q?uQv^@{Jy|B^x|~L52C$In>k2wcgH_at}h;+Fq|J@eKVbUM~&=CD98TIF4Xo| zsk)uV7t;s6-1bXhDyMh4NnV4yaXic)>rXdzOh1*sj_+5dFOXhtf8{)!PoO-f`kG=;%4MU*i_d02pZLC>fH24l*9V4=(0pe(_L8fRe8~OltUcc^ zOx*NAW-E<1>*(Yi9(PAVd*mNsh!0SI2y^|Kbv7e6P$?AtPl5E#Y7pwFwoZfjA%ABz zjZKvey$taX>I-3LkM*s4*lfwyPlR}r@VFO_K@x94AF;i)+3-`D$=R^}A-@=2N%OZ} zvpqUN$`Is@^jRnSL|ztF!+lcZk9E}o2FTZ; z{?4`!yW)3S$mc)%u#Hc>V`un&2;*DAD(`9kKKp{!+ReKRVgHKs&(TS7Nk3Eu@M31>S}&VRjH-^Z6ZzG^-F5Ff3~@?OFOL7M>v1Qc!lA$wB8T~`fz{DFnw<=uqkel z^c->v>;v`F*4U`~c<0^lz7)#CcEJ$a$BU1%`&$CrunYAoHw1!waeX2T_JaJiZHSvJ z{k$8`PtTQHDe*cl0=_T9`OekTP4|lzLOiH1_K$?Y{;@y8d_PZ^$J>Nu=>CF$mDBe$ z48wi{>1Xw$h<|f~kF`e0iq?CS4`H6~ntNNh)?Fe1=7;=ZnB~9i4*!?pzT+db$NufU z?lXU!{~G3x{GZqD`H(|X!}sW*_#ZM><#S zybb)p{_VG!KHL9&F8JFZF~10dy_)@tq5h0YA{b z>_0hYtm@v(?pp~6!+0of!hC%v4DG4EPt{73=cYpcs9*Mo<>>nv=ucb@^t7uF^$Cez|Qk;l&+I}7*3|~oMT4)7vZA{ z{u}La!Nn2LQ8VAed$P#y1=-;b-=vEEcZc&|D7ir1+vE$xCs@AF;EDQzbrJACIizo) zSBjQWl{WB$>aTt9YnyEWyI(4B>7~=>e&!Q}FI4X0K5z139bM=j>2*2ZV|Z{k2hLyD zk)cC#H;MR-^L2&5Y)D8I=o^l=sNcM_6G>+w|B3W3nxgLYqT3pXXQ+Hnp6e)CJNCa| z!6L+bJy>*Eaf07ZDQJ)LS@bB&pyR4)t`CbI=MHWSFXZ{%MTJ|wR65;~uO@mH6&;u@ zc+v{;#_`=G1#VTAYoUL%2RE5zRpo(g;BPVBXPEKFZGz^1f1OGoAB^jV+u0S@lZs`4 zzo;*6f?eM#PgHPya(CGHc>5?X!02BH1HW;6!tB1Hz}+`W;=FAz_-mY>`ytKEfpSy1 zzPi_DZ%!LB74FNUe_K3g)PavHok9PQ--}b)R08k50gUqWkpHrBdrdOv3&u+x_L=n= z^F!c#4#y`9`#+SY#|{(OnXCQ)KQTTb4EaEe{|Li*E%kr1c-YEahrwUs_@3d7{8?S085BSCi5WY9nKUrYNrXZF)8mRF|rnlPM~;ry05 z{)wCvG@QrBOE1kF1PeAwUAUlrm(jDHwr=huW` zzmDyfP1&|e(9_ELfhMbQ<&l<+CE+ zTmN3bJ;2CshUvXE0b!6Q%5UYwH}iwbm$CaJf|Xky1n%6u6ZXGouY|#VQQy4!M9O>V z#)JRC@x10u*452k#{H3(W6W090|lHu!m`YNdtLWm_Gg*_$P@L`yCUxU<6ENd?QlGX z+4%`!;7_~y+@JbvRR1~e>0>yL9x9d(!~fy`vIK-dp140?_yWaKgn{2^zpQ-&=`+Kh zNS_%#!EnttS(!a^V7)>A zKCk}sx#4@sCP@eC&rjp~;J>FvfPX{!{f>@5`BYj{h5n}_STp?coG}tLpr6>^n)!DR z54G*i_k)DFzOA_1{#4K9)f?>6ZgMv=ZAM) z49A21<9yZ~+WsuUEfV5A9FH*g7wnH=7Vi*-_`O|wZa-8G{ub@cUrTM^@`cin{}g|Z zAz+y0>-}|QhMCQYg8JB>|Ge&dooT8E!fKCvEFj? z<=<1=;QdVWN9&hN_|xm~EZE;-{q?&FONHHafj*SS`mEoXu6A2M-pIdz1&?$qR`K^K z1p%kWx)_x;K>s-YhLP5f^^y}52a>&SFrQ&O`oKewC;IOV&yzQF^fCqeL3?DFtyhG> zK9D|EzLMzK&=TnUJ4*EbSS$~;-yb=<_h_y^ftxLJ)z?0Qd^yf1u)_Ul$LL3}Uq*ff z^;EhvWU=VJ74A0)^L$5;(SW-(>pXdULzu5GL7Ok-D~wJBeZc)%Q2DQ}9l9DrKA8Hi z9$ngbzZc&R2elr2SRHT+?tdUX8~cBlRH?WJ*2B?a{UQwe1=KgfFdsZWXPEhW!ZLJU zR=~;+(fAv;)F17k=L`0Y^lVIM+K@UdoZr9Mc%sGX$D`kHzK8m@@kw)%Z>p}6KFMq2 z-{jdQVPC;Mklsy>QvQl}Zb{L54uVaguE!r(UsIv~sWHs`!KOID&i>l6FdrO$)6Xpm zQMNx+`;xpiUssfWB5%a`v-$R>?Dv9F@DJ#p2=jQBFz5^FBP%Z=yhZ8dNzb3-B&}tN z#rz};`xoPOnAyvgVaK)fcgDc`2}s|T%;HJm0~8hJu>KzU^*ZFI1@?vd5p32+e!j_A zF5loYwr}>&Hk65@_FH`-=QpX>z zJ$!xGzI{(G!_w{G&u~73`FcT^%WM0g@mI4y_=0`W_;&+dYgk$H^(s_zx&Fua4g9_# zVTgZlzJ%eu3v3^%eWvb?(tMC7VPBh+gR}X2_JS}e?UVgGWP(1RzJ-kz4wuXv%-8?0 zxdt6p?0zR5Bhg1Z->~q3s+r0TkYB;^!WAm~zOLc_OA>@TNB38r_Y~|G`9m1u2l0J= zR?hV+{K~flm19D8H;Z2ijBrg2JQgEsdpYNPoi-%h7utf*mf41(LJML0^#m z9g%}SUj5?6_v1UVt9#FI_XhpN{&v*g*!S>H73e3*Gs55W;Yf8okSF?+h=4Ma+7+Vv zofuyb=JXQg_7Ji4*?_Q_=i$CH@;9=y@lLMCRwze*OBnLuIR4J@<^7+J^W*c~xm`YQ zT3odpi(jJp4Cv?a#uDa_`WQ7}pyl;0et@z6sL)oc|DH~U{;B-%M%$jB7DK)n{eM)Y zazf1fvHz?8!`E|#OC$V0iR%CD+_*vFE%;mX-@A-F$`|M_Qnt81E21dNXeL;QmN`;grgr7OXsARZC_KT<##^cl~`34?r4zO01e&tbJ3@Av;32zmD}c>(_Xs z82A+>mJh?vN#6;Bd~v-e%-$Ceu=-A<@3F-nZ=Y+(mp@7S?YL>7-;dl8egA;=5qBVN z_<-0sU@yqOxa`k5!2vIMd>!{>aZ~f)yL|r=-=p4HXSN*J2g)%}pB z!(pd~8nE}X1jk&~+7)-&!t*cS$C~ew$?tK>k>s+~r->+KHm? z=W%^Y9&-9(#}gI6Uz9(?EFYh2os;y;Jr3eyY=2^Ee7W@vPaeOVSlHS-;jZX@A@c8p z?@qIAH>SdUIPC94b-#m}zPrF)aXmh%vqbfZiRl03=uc1Hx>n$8bshW*>KkFc-kwr& zS@pE1ymTj`_ms)-!dDR~kl#Rh7-sR zAKDjT&`&Bai*qk^kx>pFc z8->1W@|Uxe@cS3Td4&GIn9GOigTCPSDHHm3+`V0tUqXMHVy)V}bkRy4|D~*d<2XrI z4dQ!Te;7VV>kDDnk0O5vgTF%gF--3l3Q`V#E`NB`5#%`l=|c?h5zVhW(pkBuX#b4# zT^PT6>%md8VE)MO3nouvw)^zbi4CE2l~9g72BI{7U+SgO%ooqz{w6UAeBW z9oJz8%m?{F7~%=szcbA4W2FvTv8mnWSb(yGuU5RapPL4IAa(O`Iq+E zcHQVMH$i`pA6IkY2K)JRSDH!w>uU9bZ!emcsOVAq^esgu@}GktpMdt6UQjtZ-&J&9 z32{c6-OihfMeivg|F1=l>}9C?7{vgYy|3H3R-|js% zDRw#Rj}YIKUL2#a)e8J2>gP@OQx;ohJOz1Te>Y!$C<(c52K!q>vAhVw_aC@FAPoBx zr016Yokxn-ynw%f;`)R^9@GED;7{>9naV-Fn6F{@Gs%m!XZH;lruVD`tUi6u%rJZJ zkmFCp-`i8tlpZWQ1nV2xD`C!G!rb57PSPl>H51)WL;2oL{XB54&KU5gxc=O}mm6?3 zss`dCD*tMHY{JJO>^(?9=JI3yE4N+Z_Y*Uh-`*-!oCV*rpg&=l`R~lthEZ+t$3b5( zpFx=KCo(r32#dSr1@~QWyv*mj=Y97o_m6zlVGqm~k$z{BW*? z)g_3hvH$FE86&Ef5$bAS5C?aMj8AEil1{V5s+^2U4xVX$Y^zeg2Qwc3V11OJEf&Fyu6 z>G;yWFn^pMVc-wps3Gq<|LOwwE3y6Kj-%}oSBdu5gqIFp*n8Da*?tV~GJsm6`T)X|9O%Z2OW0&0`yE4%abtd z4{X9`(ogbd0-zlC z%Y?xnAb<1qu18lrv4!{$*Nc3k-y2W$*#z>#@$)Bo#8%#yhw}vFSH5f5ldJl%Jif_a zJEtJGUi4ldo(C65tr*;;^HK1}c%PmyjEC(RX8A(Gpub3O!O-WjC93NDyuTpAbWh}< zslXrfCj~ptXLP(h5&Sj!tAfHbP4`DFFh9I+K^Vrvd_mzfnZARx$I59Ce+rl0mFy@l zx<8BK73Ovc3@wxc|E4SEKViQ9G8|3(XZ0-^t}`pxlhzgHkNhlbkXU)MP!jlq>&H_i z&HLwWpMZE2$9p=WdGLpXXOZ*qZ_xcO}#XwK5e=*1l*E4Dl@der& zVW0>3#W3?1gt2^4g@>Q(-EZrYucsa!@gh5_tkAy+raJ~%Fdzu2m${T5Zg!%oS z;yRk^aX@r{^;+Df5<<#kQ056g!t9C^r;n>Bw)TMFNWFvl`za7`TNS$U&3#% zX#a%%=hbFEqbqmj!28jtAFqzecg@{6fZN}z%=d{wtD~igsJujS;s~k3W56CTe@z(t zImU0SoZi|dU@ zN%Xxj(qD2br`vVuuCfKJzb}Pj!Zn}3{h_^L`IR7s_+nN&d{ScUzZll1;s0Ww5ABoM z!~4cG9`*<8dwZadPVtzlp)FvV4*XeVhZ&ZIn$iuFWTESnT zyh{;7e2VJ}VgCJ6X=o4cO*ZpjeL;Q@26+;`pR~7|FdXPb`bytx{jAr}{9id@@HbQ+ zG58~*m+I5|jRI=V^G6J`e1*U_am|%^fglf@k1*$O-0bQ}U_Us%@a301Cca0wzZCwg znWr%36YvYm%jR5Cn|WIZ=b0!k!Vu44e}o}lhx{+wpZ&*urZ(^w^{1>h_071)s(ihA zJ9E0r;s-LoKP)HA{WoFQ-(ml6eIy;~ggs&ZL-h$a5`AyOmLzOzy8z`#@7s58ry8X6 zQE+7S2{V3__mr|fFe#76m*qw~Z=9>03iKeq2`d%Te9EVF&?@V<8}@5BK4I7|;e5-j zJ9k!7Qv!WKdoRD>srNkc0oXg%ejnh(Ql|4|W>=$h3{^nW!2u|FXU{OHjReLX#UkA(Sp`F`@ah^8JT zaDIm8lke?YV*AN&0C^!l2!nm${0T!mi2C$?^P&##jK2bZsD8*mhh_Uj_xl{g^L>w) z+b_c`fAc=|%-OqepNQp$t1h2yeyME*`iB0DF!&dgKP#vILkL*;XR?37ppWPes&2I& zm^#b}>>2g#gX4g`HO0FW+4n%zqrOkuHb(S6NG$*8Qyc8iG7RQpE~fwEhif^Ku`#fo z;P`}jJWd$=8S?w%k8r1n9cRIL1j>(L7Jo6!zQ_8sCiOw{?js-{QdC}8F6d%aKBXDu9^76JYi=Tmb|^!3N& zvyWlD#{CV$^ND}8dr!+!9UftS>N2bf~=J^7`pzl;3>K&oz zKA-cyE+ONBeEl-M9()};sdVPNne2Zmg0J_6`rmMr2Ki(Dl`!xZ<5j}kf3f;=h+nKe z`<~(JyUg#O?}+kY$WMm*5`EufnloM6vO#~4|KGfF{cnXU@%!8LM}|vO&&}lTJ=8xg zQh4D11NLt?zxuDPu`U)r6mOD!H*`FpRGV}I^b^Y)T66Y2vd-Y^L8GR+tM{K$eqW<8 z?da0@U4!}kpvF5t-q?KD3H}o4Aq@T$<@a6YKhrDqN1z=0|E{kzW^&Cy$OoZ+`M#^o z!EyOcMV4>)(W4>!-uWPyAGZHty)-JpL-c-$p4eUp!}$x!|Ht}LgRHznkT3Go-%C0F>nga7h`z6fjZBqSK8z}J{{58_sWF9cJWJnI5 zf72YP4$r1r!}^Tl5eECD`dAM4zmfi?sId+myUgPE2bvC!l`bso0r_IA|FdJ?vqMcp z|NlYUJa&EO4ju!5KBT|d_4UG&S)%*UR384NNGoIuKkxYEU*`36Z3WQRTg)HAFn_eS zUkR5pmH!jM{STb~uZjmhQu=%bdeQ&2j9wM1Q8yUu6U$pHMy~Sz;SA?{I9^L_THpV));&8qChz(S`3{t4Yw3iFi$i0< zev!Vm5lQN|?up*}G8FTNFz^@oLzu7MZ98HPerd>s^I@d7EoS3?0rQ5!`90=W7^eR> z2nh4_kzsaT)OKUk-4CDRLBCL634^>ao+S+QAb$ySd->D$Q|(XWa&zzJF(Brf2+W1Am3<3t{kY*#F+ix1P@vei>`d`0|bSmms;)4y1CkYdokSS3;V z(!W@3h4h?u_=HqsJN%!-pMNo|UuWB4PyGIzjSur#{BJp|hvM&fSUK2}cz?(+_&4!- z#4yB9?J!$^SvkZHVtz3U{#(pXh9N!{`wND_9>x3=O6(RsoY*>p{ZC6Mk+g27yYxOu zc`31dG7SD*oZsX)5A~U0h@Zsz%`n76Vt>Fe*q_)w7>4~K(TC$fzO5Z*>z`0kG4-~= zt2?0IC~wIT0jcMo8A1PI{S^`h{Xzb)a{3;XmH)55hv|yPUu(gAK;(xcVaneL34=b1 z<71&@$&4-U-sQ1;fKameuI<@p`mkOP7R!_2xw!taa-dI~Ph}YRgYu>Ne7>wbohP#T zKrhNiN~_U1d7}^b2b{mu6yJ;CE}uXiVtW-bO!-Km)XSdVHWb*y`5MwMRXRa=x1<2_ zA=sa^=AGP62SedLgV>&h4Ac8xn)o4CYF=)bu^Zw6 zCiq*FFJTrB2<6Kjn5p>mg8d?nrx3d1`-qm)a6X6fAq?vkwpX}fwsUTT z==)}IJTD{+_e;h8SEz7TT4CI$NQke{{}5*TCtgnXM}!Kc-`=lK^@e;6jo;FkbgaY~ z;v?)&(X>yaLXfKR58|()%WCIi4&cwRea2%%2Piw%#)g z@e{SL^V3M~wFUTt@>TlT+wR58lfX|LpD;)dvGULd;{r@7LErVo@?@Caix3h9ep3CH z((_}r^FUrmpE6=TAC)C5N8FFfhIkzP6=ASXtWOxuGf_VoruWf=tUcW?5vq8_3|2N8 zr%+A&Qe9RT?>o|2hTdZls>ZrRC3z;o_qI5H)$B{I{dSeI^;4+Y_FeLsYBI||2-OsK z_#Dyh3Fn2Vk7}w45g(kSA%BMaQX3KAE?c`zp3X~zYJuAR-5cHDy*{L0EpCG0(qW?a zhLL`C+ZCY=wRUj6i~6D-dnWnVG8_0G67oy^%I@%S3pap#u{~kXf3z?4W_|nl#|!v+ zPMGZJidiqgKjQo}E{--GX78flO!h`tb^wj9@w4^y z(3Bl8KdO%y{4w&Em7gbh5{C60`Nc4OPatIVX+JIOIHt3o%-Kzx9?hQiTfNq20>=4j z4*t|{p3!BHC+dUdtl`aO>5dSuB0ZWnJ^#wQ6TRnv_NUcl{C}%j=YxK?!(h)ykCs!X zvS#`lIt?UjCNN_j%x(j2qv8-zYzA#IQag|2k(i%~f#h2>UC-pW;%+_qzb!b0O|x zegB9>?F!i6qkOyA7rxwhqg969ixPJ6{58}s(gOHT_2Yu|d>%=%{H{=^pTN7~B>x{L z!_XhvpU#+rCg(4Zp3QqcZ7xv>;4=$u{mTBUk4 zI}Z|eogdhwc0Qc@$8JguSKhz84*H7xBh2=vLc%Z}+Hbd<`O>z_^I$y{pSKDL!+M1D z>yA6nX_w|2@L$N^?mcI&|2tSlsTlJQLc+k0cIDvz2#;~CUOzzey%_SZyGg*Iwq=*N zK6eifvaE1YhxwxZ_E7Rkza=*uzMn<{=7avQ$BwA38Xl8W22lS!hh;oc zY*dE+(Es<0*1VPE<_7kISZ`cQP|d@;z#pVX&pAbFTFQ3Ncf`F8eC%^g{gphupCs&c zSi@#pV8(QaPNL zw!`c`EvwJYn;2&KZieB0GV-^NN0rb`Pa61%@phj?BL|59(fd#0`yfKXEFUE7>%Y&{ zT;e9Y|AX`Idvn0j@5v*eJ>q^^hIZN~3*h@)oPU4kp@)AR75#rnoNp8|OyBP?4El`o z>A%U>^hjA(@V96$gke8{_RBEcKNk)d5c=KJuaNtff&D_lKh9VJ{s`@BpzraJTa$92 zJ^G)4@y##3Zkr4A;QS5k7LJLL-6}`-1BHf;`}O~u)B^sF%7cg9sXuoY+M|9NCYsH3 zk!}P2p#B@4ZL}LD-wOIh^)J+Hi61Bc`J#U?BtUqX@`Y_ed(|rDe1ncu;mR^PVVgG}*bGIB@Pz3ZM ze+NI^V>Z*gjmv9roy3?&Gv34ci1yF$1?qoDV`Kc^{J~I;?S~#NA9`wJCx{1-o?)8| zq`s_!?;&I`-$7V)kQA;*gjLQ;mWur|!-(ez{KNzO-86jbaSFwMic_A&;#h1W12}kK4@Kk-s?cXT= zN{vQpKFn8qKS4+s;`82Oc`{r|@gHGWZ;}6mA^$@7R{yD?HaDOg`8!6k{@b`ur}+MF zOefz{^HW6sD?t4p)5{}S?|virW1Rn($<4t|ZapA>hw~qE!gq_VMJQnE4>8Z5jJYA1 z+PAI~x7RU`0~G8_?*Tp7-`HL!jOF^&fWN@@W8HraZk)B4=Nrbp?GfMm^mkbA&>s_q z^EaxGG;t{O@)0Ngm&hFWl)k&wdfa11K+s&k#Q*nCFe%rWp+Sj`U9O$ls#m`4%wxd%`?k zAdSjzF0qu zKYR@_NWaDN2gctAs=gk!0`#Biw@jIxwx}D+#|w=Sv+vu4#=q6o1;_V6e2nroi4A=C zvPT}g--7%hER#p;%S6Mzr|QGiAU}ou6PAjX#Px@j&lN)nAz_ejfS6uZZiVl+vT~4b z|9{IN+Q<9=)d%}PdIhf1%4xcO&w0yCV%e(;~_m$ zV=t!NjGY4h8T*@hM)^$-hmoLPgde_kKBD}D$FI}+_8x1WC;C1N=Ql0M`}lnWcaR^- z)673+kHdn$++R=cazAdtgaV%bHkTEgUVOx#&(~bFFlqIV39$b{{W4e2yrD6?8~1PK zy;J5jd>8#c3h6Oln|S<4q3HY*>7Su}=eu-rD4va;rs^sw|o&+y0mr+dv91sn7t># zFgx!NT1h3x*<>kk|8J#Owe9h#(Lf*a-%4Zs>rr9+{cxd`?aPenfmQ7MQfL*qcKxKx zav7HYwo1q{eIe%r`3#h&RZ;eljEn0)-qasr$S+{|tbR7HLz+*)_Z-NtSwCal@FqL-8R!hzrT?W$OGp$S1-+=kFphyr{;!#@QAxCWcT-lb7No4(jP1O z9|X?dZd~~K#-Xl!zic<9;)%+r3ra(1e7pa;Ioz^Y5Ag@if1XogLBEf-pl^gr?nEZ+ zNP_$*_Gdp~qjmI?CE#DtpV&LM>^l9?9p;brYM;_=W~yL3=m*M^Fz6fdhcMV1>N_iE z@tpldrNWI)@8CQI%N_a}eX9=f2L9uI+F?n~GiS*`zz^(?VYYv9@PBTzdHM+OCsd!X z72b~(QaSiX^e2QtpOF8A!QZ34vib)|o($9dC85K?JvY67n#25v-eY?_nu-QP{(;&* zUF4+HL-ckDD2XEa~JaDIgSIgPH* zeLTDx^bO_ZWK@{^Ao?wjr=1>MefcG9Gx$H$SErIc8E@@PfL?6xY`W;=i*!kdKhWNt zcZYV0kn0WnLHQAe{5$fSFwl$hW%XISzrgaebz|;JkPpsh!Mi+@?3zUo{~=yDsA*3h z^RDbZfpFo{pZ$J()&+WTf4eYg(}U0lqWjaR?}Wi#sQt74J0e}>VZFuqxM*%_-aNt* z_=WaF7}j%a@6vmwNyovWcoXO2GXBHeYu8&rzj1%>5|cEcQaBsd1M2T*hbW`;2=<Df8*+B{zTcc8{99#`MBN*FMlf0 zQHJ?v*Sg!E$RoobRG7-DkTmD2MYYtnW7J?qHjV(OjS0B0tny zeaYhSfZKtdTuW?<*6-tQqljrQt(RX2Xlfp5?r>34s=WqZu+7_b*pvA!`p zpZG@@^a1smm0J;g9-6!N`M>PJ<7bcVPi8N^Y7X+m^LfIcZ^(a!>HA(GtIy8Y7-st8 zF==JkfGh!zFFcmnPdd@v5%@hwOfO-0?*jGTBQfx7;nelOKN|1eo~W=r(_#N;fb|jc z^Gy#bPbB_$_Sev^3_r^KEyIj|grPn1lduYXe=GE?PizU@APw?Gc`niV@$p^fwQ!#S z>04sotr?A^(H&UJ|t;>gwcXDb{|eiLs4t#{uxa9L%2+2LFlv zYH9F=EIFArSYJ_|4AcLIgoOEia_Ob=4Zq{QgFS8#^Mf$>E3_AeS-yc`rjN^{j;(s0 zE6Ts3KOhY857NJEd&4=?buZvN4(GevD!c2DH80rroWkXkaltn8!N|v;F^y*Xt^cCYY;k zCVmkHd7*wY%+^1z6&bg^Y9nBM!})lHG=5$>c0J_JaQ=k(d4ad)=L6m<>p@?!zW1zt zh25O)fxV$VdV6cMxtWUI_j4EXpJDo*SLj`Fx-ww=0I(Nq?_<*T;EeV>c0XF^ z#=-u48jeqR4c#wc<^SRT%7ug>|BLxt!jPXtd9wQF8NJva*cbXcR?hMvti2)m>s38= zZ=a**2 zb{#bl=7aTp$89yS``8)yNqF@v!-ODXc}=pX)v8{dKUSZC{UGWW!z_R4CttTMGoTsd zi}LYPsaq0nBf1ZY_TZPMk)^LZ5!OqT&zcQtmIXr`c>K5K{DUhOUpw}XBo{cFc`GwHIy3-lT3Aq?jqR3FPB{-XMSbU$Rti2ncBM=bBP zh#~&N_=#bw4Dk;7yLB&y2kE|O0Q;l%h=D%BRY!mCI#~ez4(t0X4Np1#yc6Wp(VzNX z{M)syq#67-@_YT;U%~HFkAgqM`3Edbt|<4h1^qyOOBncx@(Os@^FxIh(C}%!tDOEFwjJKYldeutiPzg z3?HHOCGg2rqgs$%*Lwh9*>lu#6@LJ;6COOsN`vt?nf1!RdO#h=5Zr12=-*jjx*cZkdgu$O7 ze_1)Zzebp!CvDzTVC{8Qw7*CCH{U#2KBc-C{I{N%KZIevNH4>5A6vM&=}J<>pK|zq z7w5O7PlUnQ>f1b@vc+M&O^#%_+)I2vM#%6p343w>gdzSj{}+S)4fq#>zM=iG`t<*3 z)*tvc)E_E`d^OQ?<->dV4NoAxqwp1MC;| zjWGBhw7(FE%a_}posz2|c@T#AV!T6`@2^8t{!CrCz(AGWa~Fnmtt&Kj8U_1dv_Hap zzY;Qj_x2tRFV)J49){WZa)^V@xRoDA0{y5Dg!%b%NUX;|?`cQ*ek|n3o^73HTLXV^ zej&e`tmn*r_P_Rs;r}H_|2F+)Ex}HU!Coea`Oh%D*C^b6YLL@g>A&!OCa!1OTchGy z#>vBe0ONncu)g7Vgn2$PRI#RO*xPcRe-B-dYPPzY==&SgzfhNk>*_=0RGB@5DQooV zTMz{C63QdYLgo2Ml{DxN*8_&>e-*;8q=kLE_DqKPVt-)`Wl>LcQz2f!`7zA)`{A>L zS_jT^g?I$(huiLzkbdyL`&Z$S3G)3^?7%*$JbvEHO}CfA`ik=lzcZ%T>{}&|M|TW# zS?0V<75p9A%Z??Q1%ksn;5{ak7hx{%9eJJsVQJQoFT(N&$&Qy^jW`GA$*8XpCSEN| zzF&s*0mqB*Ts&E|J{|lw&Oaiwj*pf11)K$WNlYqY!iZj@rIcZbfJW=mYXMYG1(jZ9RX=94EYMlv?t!IR@~39rnM= z>*&Z8=l^$KYgcs5{f{?3H|edGGJD}BaWr^ZEKzsNtr+#Ytl9@#NB zCJ^);?Pd3%`UT(2D#3n{pM>REeu$N`^?Y~DPmOZ{Sv>yPBe%!(^}7wgf7FjXs=bbO zY&K!YYtWWH6Hd) z$j`k~{`8yC=_E`R$J^_(wI*cVG@u{($uOgL?9debLTW zwJb-M$g=w)(QeI_BOl#@_l8hEqy1;v#Rm6={0_<|x;4^!){3j_JtX0NOW(b{?%Bh9 zQ9t)z?ldWD&3n*K}goSQcxzQOq)u)No;ps)q}Kh{66bYJFS z!{czihW2~lw3hQh*Lx7pV*MCP`MOJ)cHl4ii2X6cY<(gO{u=!w!zt}C?ANe=R_;#x zh*>>%-}q}&@`qvipP2B_2Co;_ zlXbu!p*|jJo!)J;ofE_dI9{yF=Wpk}9^w8!_S}boPk;P`{14WTTXtpIg}l!YAK>^5 zv->P@8$A}hy1yChMf{$Ckg!4x(L#`k=^N@2uBi0`of_$^m1 zo$}nm_j3tS7bI@(y~Xz<32yxj$J`OEHyBSR1o~)O2hRoj!1fHY^8>;>9!v=Lxm!74 z#{b9s{2(D>de12rl0g5FzX@k9c6^hQ#QA%;^P(4(9y0K~G0Nv~*Fpac&eQ{chWsSV z&nu6peJvr_Gn)WGk<*SU0EnL?|mQL zY~%YChFSb^JZJ8_f)G!h-$~TX)IBiH7UYZcB#x0-92=j=pkg`CY_G3v6?0OTGa&(f$Z?`%dy$zEOY8WLf&3hA_#$WS7U4 zdXOjjr=-m?LEXDJfV`={`l2r5KD$CZkNT2?82E?$WcUdikIF4cUz7W*TSTm#%=b^p zVXDLT1g_-qLvpxm&VGqLTz)6ydp9TyxeMjEA3CwM^Z8Ai-vfQfUxw4D{}bV=3F}Jl z@cRcRo+sP8Ed2oWaXlss{vYj=mAezYCuJ^f-+$c;PVFza^ZuD}<~L;d6fq;x;6n1^q;QJa0WKIQU%#&qts4iHGN4 z-vd99zVk6YInjk`u%AHtK40+V`O!y`&_D7cWtQ2vfd(rf{w2KW*MzZd8tN&MD9;qc z;6G-H?VB+8i}C+rSf6|Si^0Cc@0SRvKFAOE>#Y6P_Txc(j`L;p)7oSHyz zCqZ9v{wXn@H5bPHh54YoQ;x1l__J^o*eA}HFpN+2u^i$>l+Oj%UON^kuH^B=g*|G< zZCf>y&-9B^EY@rGgYy%#w+u7K zd2{xyhj;|(BMj|PKQb&XEBS5_y;q0)$gqiMyAo^*^2YTmBeYh+;fWsiHyL5&j~A_s z;rz?EaZ<_VsE(wYq=lGY497@J{uje~(7PQjCHrLcqbUDL81xzQS%g8~(4GkM^@NqP z`{IQ8eI!;+@68G`O0HiotULkv3!LvY>m}6{>yo*CUt6KJW^d3)_TH%Qx=g36eFk}8 zpP2t(nB8wB%=Q2JtR>H`PMOB-^Loa%uWbXodH>h{4&7O%Hjb~?gn9cLlV9Inezz~= z*U^6whVyyUcf!CQl>d#HO*a{(~^^i|WT73D|EmmD6`4P1RE; zH3{q$^@A|Pm$)9?`0+E=cg8!=UmX9YTYa>f(O$TJi~i$whnE9BRE+|Ef%R{XO6;W8 zMUCehZ(p76qW0jR96MjQ{iW;W+f#4Aehc|Y7|QW{nlL|qW%aFSe8OCYs^>v^APeCr&7wXrYmH(|)=&1qz*HEng zcP{AWXZTns9VhpR+hZr!k2~o{@A${HK|F^1APn}0^Cb-Wfc(DmS|!IePn3T~ zdhT}V^tNr|BEVSxp3?Zd#6z8VKIZ=Yvv%M941)C#>1CMy2P3>+b*^;7)8!!Vfns_I zLw^|0v2vD=yI*rNdYN+o%oqK|gYLJRj%=%d_lvQA!aP2B;N)5tc|jA_Ka|e{=b*yl zhdY4$@O*_Z(2M+gP+{hCYvoYLr{esw&--lL-nawu#~AMs=I1v#YIAKmR#-xOhwD3G z&_`^av+a__Xn6~W587eS7sAiezTEpcQKFjR%BykaKBE7h;{CClFY~glzWJZNJ(QFF zDKjw2Vw9Z*k7*c(Elth{^0R_ZrIZ0{nb~2JTTs2nBLnJ5{CJs|0m4Xe^#IO zkNtsvLVbJe68KT!xErjODBs7vg@a!-t%mWC{>KMQ1BdAyg!!O8JTcJ|bp5a#-iN^W zg)rC?wkHhlW1+sXa<<=R$Mfs6$1(%9|-_&2RfA^O)yTP8QeQnmcv@dbsztLY8 zA%^<6UK56RhUlmIEPqAiU{5&S^Tp@)t4s}s{0R2{{D-vLpIx#LUtswQ`2|-^hRMNt zjr<`D`iJ^LnCBB-m{)eVt)s`=zbq;XwvFq>?-RUi(4RDHspx;LY!{X&0X`YoncO?!*2K z{UyT(iGIS+AL<9gEdF{meE;b8iKbkBuiX0|wCO4Z{usw&nB7Nyb?!&p-&^|dzhb1X zME0>74)GcCqeS&#ijRuuJ`tWLmh>=BJYg@=Un-yWC2K&*S=cWj zy(L9uOE#H)SG-Bu-+p*ZzK$!pMl-^P8yFetlv2Po3SImynS8A`i(132YLBG+T5Qh9e`UgQvldVJBIfxg~ z9}8dCcK)zq1LwD}R=N8+s|OHYVS8bV*(JS&@3-GQF?N*+ zNQVAVUKLXZor%tR%;TkscY?esS%D%uKdE^CF)Kb=kFOt<(jycX9@GJOi{I-K5{C60 z`y&ke!ueNT8g=aCto~qMNIzljk19XxG02g0;OC|9XIFF=uJ6J3vxFgD#raeje~(sn zk>TyD9QMB0HQA8g|Et>5cJ+CxDE>$JRz*ASzorx+mnYF%tbYu%@29Jd_|8}zvtFr! z^uOxas7@cwP2lubmHbZax=dYCmF%ag!L7E3@d21W>TlK0{QUmwo`S!@`F+^@@>lPh z(!fvDmk$j$?fU9jD=r{;ReM*@Z!uQ{c_4qPQ`9XNMSfK)l}HiO$1wZ;nqlUDs`H00 zkiM$L*RSfY7r)ljKZE@R&X-|#@=qVTnnz!jn+yH|{RhL*G+)9BEdKs@JGW-YU2C8Z z=fm)4vY$_yo27PadIjX&SAZ1TI{9gy#e>z<6sMY@^=s%Ss=IdFF zq_6k>vw8gfXiaD1fDcQWdHhi`ddIrBM~Xl{>KnuC`%A*Go}&H{hWsv$&+4=HAsA-o zt2MSVx~^*-x&N(MH1FVu(0;&Qluymp?QW@24mqvb`?|F+ zb8Zgzw&Ujsbv-(cIjHeeiQP}DoBnXsoUgY)9ynfI!B~lGt?qE1h4g>j_At$+^Kr;e zW4!P+zgJ?9HQjhT`nA@h=g3Djuzx^)eQoL$lkmtJ&i7EC2m^oGmGk=_-%>jMcUtC> z6pM$xz1VCM^U#vVH}(CJCrTHI-mk*_PrdCgT_w{1o-Za0{u%jK?^ogdP0t(VkMUUj zNpRV4E9LJ~G{|2ANR*UO$upZ$28V(LP zlG=X~%m?GqhS*ipJUfcsU#9Ye?|wRKilIHu_q%$r_pnZ9!5{ls{>seaYy<>sRO9`fVohJopw-qyf+iR1nJadPnl zjj8yxpJ=IA6lto(c2y z_V+f|0{J6~{QK-yBf*MoQ;$P?^bdqVf7@Xm|Fs6L>JX(h9r%a*Y)v0_%+lT$^athL z`rw22!>2DGzCij~AKA$tHrWsK<9u2l2aUT`X9XDZ354Zmv-()h*ORu;{O%T;g1P^0 zd;8v_Z15Z?$MM=ew*=?8TEqH|{)}N~D*pqa$k`LgTwngIeCnF+9mf0n)AY2txA|Xw ze)OkhU#$Gm{;<9weGFR>e+h#;QGXbw{|O0MefGZ7-~C4EQ~qSYdWih`du7L%ypzG; z&(XjCP0OzdJadEl7s7nK{QLM_^~$sq*pG|nTP87OPH>G+G000i-!h54lHKPIZw31h z%d1Q(#Cw6mxS?=APdr|kRJ>`0o_j0E$3Uc?Wl|XlleY&LgMEwrVVTs^x{*`=vxIWQ z(gUUbtmt!r(NiXEt(9pW9tHY><4Y$7c${%lgYO5$`OGpIsk&POJB#kqi1oQl#^9FG zls&nMbbo+huy<@P+l4kIeF1ouAVe$gO4V30tDRm$CAdG+)B7e-rCd znM_1(OxbUD*e~IHWs+LroIRhzdM(z!GMP)OZk)T*pXn#Vkgp(mupIbJ?bF_O-H{;D zXR$vlla>9l z>z=KWVev_sT=2>MlhT&L{VC)p!*rg-%GrK~<2C3H%jC8?KA9fyg7aT~j^kR&mBaZ4 zwRcf;>z!l;{6nmymw!<%XD;VIVOa0ll>`69{=G~oPsd1i=?a*y*uKh?@)hQ74_X2C zjr<`D_g#>`$~w{(iR-_@`h)Ty4DnFAa<=}IDNng9-)~+T%#X^qR0ghk)dBL=;{9}) za+Cjf!=byu-o*PghFN^UFpP)%p!%Q>sE;bCZ~XM9szQ8#^s9P>+4`rH!FX7%y4q7) z@!SER5A{#Y%unaiwc%{PSw@)KyPCDH@Yjzt7!T=TcsbF}Fy*hy)Pip;me*)ftz-R1 zJvPlZ3V{B_{-#VVX0hHA*Gn?LS$W$2mDhe{0)Nnds9lerVt=v*_>c6e@K@YbqGl-|X#QuQc z3wU15%3=OC|CYmihX0F!UpPP3p6>sYb$IKZcz(J+_gs zJJ~d4e~BD%e}tuMsee|!7WbQFth|WmCk*}=<*8v}COsr90?y;me`s9UADMZ-Mm39- z-?i@iX?Odujw(8cIACtRqf1quk;Ma1z67p@R&)SQJc`l9gQBNm&v{UsoJ?~d3 zQ9im%`@z!RmVL|NJRbdzcKI8tqe;bJ|H!Y-9UR9Ll%}!!8D*UfMu(-AngTskzQraZ z{gV@nkMwl@x>dhaCKu#~{OF=`b^7b?>sY)}rsMm1zM||}(4T%{eh`LuMf`m{D+hm$ z{*sl`_uZ@<=*97=oW+x@oPGaOrnB0;zwP2o(C4){9%9%}i1$~loclkWDLp>p6K z;a8P+hOF~}d_f8yW&QG`B9o2FtBakQ7*L~U2{r{-C^0=IzC!X#|NXiw`Md(6= zRIXA{DM{t#OC>}_%302kD7hj!Q7IxKBIGDXjuJgj%9So9DMxO-@-d8EPp2$pr&?mc}_jZ z5BWhD_>b$6Fz72`ljOJsqeSmVqC7Ng^13HK6@9;f%(*`vc&VR-!GRxeUt)k*o`hk2h|l8%tepN& zmg54_Un&RsXuQ_*W_8}1*#1eNS(Gg^Uv(JRL!@78@Tz(CbF8>M)Y|qeaeF`tkMFgI zZU23-=rQE)vc>c;T#fHZ2nfUX`ndjC`Dr{aW#ynR=nq&qoe!{b;1BYP^+)>|R^Hi+ z;xp~ZW6i8*^ac6idexD!-!;%wUXH$Z7w9PXb&)iPhwt-IKNx2F7oFJwdrQ@Pd3>mI zUg^!Krrq5B>TcO=HQIeU^pEn^-E#5aQza9y2dKZgpGU8{`#u-qeYCfPxxVOr4?dvQ zNruM*gdyHXdIy;vi2hR(1pgl?-k%EygMOjD4ZfILy5Bs8uSdPU=iaL)p9lUSJ%nL> zVSfzMdj|r&7>(g~es6{SRj62Agdx5X-?wAs&>s1%7vpp(bc-I#*9nH0e?QvUOBePp zNY9WctFqf^D)9aBAaQ>~t{ZR7KO*`+BP<_kWqjvp{0Zm} zMgRAN_DH`=u43@VSSca#OF#M8o-e0vz<$_OJRkkbb&n28PUHJc{fGM}FGz@hd=1Li zp!=p5J3sD&`QUnCxRUhIz&8HkQme!+LBtP(fDu9GzS%;57=IhIe$M$ebur5)2n>$~ z)V$3;4fYu07s4Q49MAA(Nlsa45UfA+Zwxz8yhRw~L+!CXocEwSsGQ~Z1V$(J`J6V{ z3EyKQKZiTl4!J#eIE;t&hv$qwWm4`0{KNT;*zetEl&u|)4@Nw{R5xJEDd4BJm|ujs z{26Ba8S$f&mQ$z}lw*8In7v;jV0bq1Z{#8;m1^}>&_CL%k;|NvHjSht&R5%Uju)L<>R`U z>AbE?VBc>E#$`V4Ju1gx$7NS69bG2H z{r|YOg^ygkX92&^zY*s8WfqbB=}f>Z_?{N&GrOT!ny0WB?lYl3XPDmK6%Yn_;`|t< zd@w5qd9^EN=jj5oLQS*0Ek;m|`eoLvdZSmzO4y&Fyv=?ObL=mzAX7%|$B(_`bt1(R z);H!4#@poP#5Xnb^*(-%RG(hs&cXMO;(VT9ytiR*^&6A8{T`pO`H1(Y8Q`yw9>Q>6 zjQY#lS|HJlAIg((#{o3|$#XN)uSYd;doww*$LV)F`|y0t z>(i9D>1{{*X0r1h!Ia{0{sy;(!T0VcFDqAJ_}ieb>^wqXwN>?UpCgMvz9=uN zyh2m|zn1L0TR<4}4e4j)^nH@R+Q@0NOK=>FkNq>OLi)q-OzPiy+x4U?7JhIZkK4pful-UIzURgGVJc#f7p@<|AYb%9g!y{0 zQ6FXbXwpEChnZNP2t)q{|6-sI_s3KY`iSumVVFP8hhaKz6xi&_4b`b=gY`}A5qFHG z^-JZj-@^IWn%2C_ZA_D7`ekbqsZ%rZ8jO$pw%zfq=fzVCVg2BGunn7&;uF6V_IqfL z3B&qFe?}POi~Dz0pYFQ}2*Z2&G(Psn<5kqpxWYlRs(=0n|)SoT-e?pYc zG|yge-{U6eFVfF2eUB_)n7)S+OuM&eT=5=d(EkBqc`;1?$I8lK|BCCC%Gv*0vT~3= zu8(P7eR{5m>IoS6J?-1#X~(0CA)dkZ(+9rouq`Z(`}^rf{WLSb-voP#^b&^i8nj;w zub}x8hVvWje|o&}wm}Qtf&7sF_QuLqDZ4uZzp&hXv`)`s2i9qRbn5EtnwA6qpQA12r(;0*g1~?*crTX9gXHgpZWa9>46e5sV@;g$Y)?uuPwOklr){F#w6>*Scl4Lp8#GHre2*fAF9$Mx$pum7$0 zN!h?(oUhXsi;Mq_7rjq}@*)iNkv^x=mNDH<$b)>49_QHZF1l&eu%5BKbH3NKc?GlC z{d$4(`xkpJUU|grv2)AjSM%qpL3@awNHIevOxrAjU05WOK=nOV9L`@bW-^S2{Pw7=O(;3@4Dy}G55l0|*#8`5{XMaUXL!6Y zC-P?3Be7BZd}&V3i9FeLDm*@#tJSt)RoYItZ;1LZH~q`P3ZEg6|407Mb8fACe_R3b z3rH_vo^PFR4=*uv*XI6W{(j$B^ZH_?a-wJc9QbxS4BT0y=J;~$2jNPdK2KFF^n58i6*F)M}h50vkc z7n*k??VG{hVg7(H-#`A>QBG#hGSUABpgaik`13!Nsw{bh(*M`@7-@I1PV~J7^7p@! zt#Z|JpX3*Y`~5U!m3{$Ipj66UtkEjz10ZKzclD1ueJti{2l_ z_FhAkBPZ29hxi5Kd9P2dets?opg%14-tqMC%Ib88hmpSJF?*Hc6UIS&hvmz&BYZyB zuLSv`zwzmkIXXm9zM0rI}U1ln0SOKlK+H74z)ZV6cDo*k9Ij-(F#Vft-OYz5@_ZLz9)J6e-|=ar<08I)_f3xs**r53^b7UD_f~E19S-X7eGc;9uhOgA zQ!Q`sN63G|z(1@{xKj|#$6xY=&7l>B+@AQ4?z&&{jWpK>|FbU26SCa7y!`W=Ja-g! zhxLx@#b408peXqa=mYj2FtpRsca@XjehjWx!mxit`T~a6&ytGz3iop`-xV;XW<`%d z*SUQRC_R`Vb88|WKj7yfm#eCWL7%YywI?pb40>?}>@oVgwRaVqrN!OgMF9z6d^82mTNGf?%*H=`prB#UT021YHHeCXf-{ZsjS=Yh%cqW{xI zyna})UTueOpnu};y95j~`7+G%F@$+M!!XO&uisqb7!Rc zn+gbX{~z4{(97aYmm%K9`3CROKV6t6dOrZ;vkk`44_f~F4)zD-OPHU>Y?$)p#h;t^ zpgzWT8+?yGer#IHz8@11hVw3etxiVp#0zZ;qed;qP#a|c|JY7a5C42 zjg{#y8s3M%c`5q;P2)?_dTx8j^_wu{^HJXzX8YGoaY<9(%ZljJ6|aB7z#rrYZrYxKV4u-m5$67KbEM+%Q6KYw9-QCipU3~|1{~!12Es5O9B+%o;$_XH zKjAzD>u<4&6-;go0DVUOZkf^M?>R^k)(hrq2*Y_K%4bV*+l@Ph>)H3r0>U64EZ=&z z!;@_a1Hc~Odf9s8!z=%51w4Ka9kw(4NJcgI1LSw8dDOEI8#g(Yk0T86D8|36T$AVv zJ$&^}^7uILw>VyCj8*w`<7PQ_ei+)6-s9?q6X1VwKS~(#McCgqT~mqCWBB`=j@yEe=Z>+hI#+e)qJ2-sKTKVhDaAPnQ7f8KF3qJGexabQoV{hjq0-TOyy zf43`l`b_;fBKwH^+x6q+6Wel6*k7T3?pBe|JR7nP{4b8TdzxR)?fO&jJuA*<_u>D( zHe3+h@5AwSr?mtsZTbQJa=utU8SX*zAq?>kju+M={OzTta_|S(J}g2)(d}yizb~?9 zxUv6}UU?7?ZV~s#a3tNo*)!(XxRFyffxaL;d)8dC-lcej@7MNJq^g)X?Pl+12=;uP z+T-Egg?v3T97+6Pn7&sQ>~#*d*;N$B&s+8$UwLV&S`LqI_nzPSyyd$j*f$)1@8$O= zwgr#o_IjVr#$`s=S`>uT|Gss-$K-Z%1$vR6`>t;@Xj>Z%^Fw}zcUe2g?f8CqJN$nk z0mE!Pgd11f?%yifFCqWJgC^;88`l8*Cmf=)mi`%-Xr3vnH<} z;bCkkF?m181O08pJcYHdf7)?-M3~$Eh}2Z`s)|c6KRiDo4E6x?BZMJ7!1Wq&PhqOR z>1XZ_B3`Kuc^L5?;v<}I#HS8*yZcGPe2^apoL;>>YgPvIwZqbJv_1|*oL{e0EP781 z=X2mvS;Z5@As`>*|AEWqqoe(L^8OAc1S-aV_yPPzelQ$G@jPL$huEHBmLEKL{lSWH z@yRehTtAT$)2Dr2y-B{b1MUY1!+sC%zcB1a@jYS4uVH?Hm9zU>tepNYKoEI6ZB=(e zZQw7;Bl4=Aw=nM$oTs3CBcE)0`uSCO=VLVgDD9p*wR0AM{lM}l`^N4=ZAbF^3Q_5| z)z5y6S^r-a$}CjwUPK=LHa@3S42p4E9q#!=8G zZLz%}4E_oEbGVP}$mS#WK%Y@Rk0g~V2mSEi>zQG?FE2Qf@~p>+!wEc|K008)`a_5P zc)srFOjm_>{=wW{99^Xvf6Pn>>lfp{qrobgzsGb2e&T$NCiqNCEItYPiu4@4uX;D# zuo>RRLjE7??ASA*@CxWZ)<53m)p-ryH?SYT{l)R!^FxDH^ag)1QanGxpdTm?R$f8t znJ~z&U3=JXqJNJuR#r9rzMAisV;s)zGA%m*^yBz3F|yx>eGY*92kK``-H)@MUdYP0 z5I&(cXLR@5n!taoe`2`e%cAdN;k>{|Oy7wKNAott&5`yceLGQ+l(lEEHrQ`mPYfqg ze<#0;b+-+ORmvm!V?C?xz0V8<{^Ixyv-mJJX!L|XS0Z8kU_3+^{5R5b>SNsGvKvFB zRB8Ovswy`+G;9HWp#3`Cf0u-w{z>3B+K1C2JHi$j&w==a@bO3HK`WNR`oQr|$LZX8 z(N~q9uboa9aq&&+d9V-e;`tH=dQm=vLEn(yryIZRSkhSy^bPxuOIkXuac?ajKd#{H zsvaIWQYszhiTfiA^jfsTM@he_9Q+URleK5}XIMGQ-^a_Qf9!G5m+ND^%2kQ~BpSg! zqW;BO{WrO?*Fg9^R<29*)ZVuKrub>gg+5~2t$9^K0$h^@1S`$ za6XIkO_2HhSgU9$%op`P!T8v`NSmRc|H$8j<5LQ|jTF7lN9_^w^Cv0?`$O$deta}l zVi7;DNR(3b>FjkFj2pI39QAU~qAbz(ee=ci5(a(8`~qQ!pV1$%a&~`>FvO$n`s4Cr z^;vw7nDRQpJh6`3m&BLXq>jy%hx{wfFY$A?r$5|9-}B>oBnT?ipV}Hrf9lI%o)Uod!1ydmS1dy)YU2NBtno^REm?QvZZu|A*rdX8#u_IJ-L0Y4a=M*Gn8f8>+a9v_nFJ{|??)AX&wzLv<1L1J5I<7R*ZJ7)%Ln?9{*<>BS~(S8VgG>k zi!ksP?O#e+$Og45vJ(4QdD-dxW}QU)b!z|RgzMx?GmvM#cs-;bhW!HagD~tbsDCV% zVE#6x+3VRA-I3fMF--3%2^cOXePZ|***}JBh<~YC@gLtOI)lET{YkYCuo&=4^d1+= zFLhZ$#uUS5D981ZnxOa9d`2|4FR2fL-wfW85A{ch=R+9cBWjQ3pkHV&(%gFY8fbq5 z+GG5aCUn0s!=n=XC-Nt~=e9A$2Oq-uA+{&X{;x=oKHkexx;PH_gZ6_k+^0hRvvMca zAJzwdjq4?2UW{|?k>%XKXRLfA^{mVh><`XAW9PlB5odmZeL;FMcDW8~YZwRmjP{){ z=r7gBa>!pGy%&;FuM}k406%cN3zv3zwY>cQ_g)t*A4w&+e}(mf{)l0AK0uh~KQDUs znLmAQN7z5({0Kw72>ZWyY1HjOT?X_0^2G{*r( zYcB)8u{_f^fBmI?QSAR81%$aj&%7z6v9cHh0xqVJ)pye!dbzq-htp!}|! zaF`YwFWL{GK3+Mab|mdpDDUserDijw%?rT)BRyAg-}ekX_YL@g;}hoo>B>`$>SqFd z@HfcsD?enCEA%rGN6-a9m`+P`|DRO2@BqTrb7q`RnHs4#r&z?|j3!7iT z`X@ZC#z&|4xIBxOZ}xe)Td+BYpXcVz?{=`xzmexVbA77<%l10M{WzpAH%RgCcdu)( ze>)}~pWz}2Jpah8^g zb_+4=C#iqL(4Oc?&rlv;FS_rF^0+;|NynhB9`egLK4IBsG(N*$81{4hVW;d0^^v~Y zVXqa^bG}0V)ZYbzJ^dS;70%Omx36qY(YzK8`ilMMS*E`17oHFE!}@u%hdDS{So8QM z&)Y4d-^@zbFWZRaK^XK4^?@+N!#ID2>Hl~HgxUK{4DC&+qg5W@{Qu+XMDgU(64}+<)b#r|#`{Wt=3_ z|NP4z54yj<1mh$9gke8{^yN2ue>~Lb0{@=z{)BzX4kJbH|6n=8^j?zS{Y;^Nw znSEloi01Pk;L8;4C0)Q?qy9g*I{0(UuRUPTQNDzMUl^Y}5ZtgfecKPlNBKQeDsa5= zvAJ`aQkZytgq7CFw8M&LWp@8t-dRh=>R$}@eEq)|?7h#w82C5-UkvMKL_5sR8yP)p zzfKt950oD(r}v-*gyDWSl~-*XGJTv3%opw3quF=7vRA=feLFB0m^r``u?w zgPtzT$b|hY+5^HMZdu#(+GqzoLDPssoO=!u-*m7p0%l zGrKTI?iJauqSCQH!|b=psS^Jf?nL}!SefX3o>r!p_2~|LzmNSh%RUe|#-vlLhqQ{9jrtsH*x1;XXai|E2x%56V_n{QHnsU0!~SR2Q9JV*O&>mlZcp z=)!!^-xi0h+5g;PA|Jn`S5Z_;iXq(J!}=wEuA9s{;s)<4pgz5xEBtTP`2;Qx!m$6r z`mYyMrrNsv;P*2KE7AXT2}*~VR~3Ey4E7EA|K_IYgWl&hNxh=^zj={&YWg#8kO%4? zVaSJK|8MUN`fHi2!RdedYg)q4oVoD54DMITVVgHWv zW997rkFe0LsV-8KKfw8w_bk3QbAaeRKDI9p-)7pjDhT2!Y+oLIx_)d?A=s<-n8h3K z#!5G)n;(GxPeFh3Zk57@PlvW}dA!>%?KJq5DtvE)@_l!5^Yp~|OF>_8JcgP5BnK|dgpZnD!@%vC8`CSzhds*vK4d^@4S9R-zp&Yy?%GT!><&KYE`JI4r)W0uAmg& z_?pbLey&U5J~Qgumx|IENAk|dXOjFFK11|YcbTeiu5lTszuMGu{Rqtta6b5H0@c61mdgYItE_o8aNZvIn2L2v*y!rVV!}Ok!pyqY)kUm32{|ANhulagm(zm2{ zFdtm+gdzULc&_$luZkDz|w0E^XU-z(nPzL&m{);fg7pRYQ8Hc5`FNog1MSZCI zrgH9g_$ts3)W>@BJJlOk%!2VzeuTkZ;`sI3trZU~mxB3W|6j+HpWbG*7xWF~`L!%+ z>xMqF!2S*v>tDmH+zYx|KcRmdpD=r0Rlv&G_fZW2!;&JE{9t^f=bM}Ux(;%p_rvi# zhcK*Pwqh zR)4^;b-P;o@_44n*dx4Z;vo2c2pqpDc3zM5xoJEf*c8A1Za~;Cz)1i1esY?f84}Wzplq z`oVr2$7@y_xzxW(AM6qGn_;%UZ=Ua-=>E1ZjF0pa=K9>c@|r<(y%NX^{Sm|L{EaZ| z|4<)(jIK-c_0>`6NB#Y<*Bj$G^gYmr{r~W-%-TI$1M>S+|JZ^K`%KJWKTYKy=eZ_2 z_2c^8(mQaWPqhrZcZ>A5R5?vkPS*!{5^mI(R1&!n;%U53(<TD z)hdVp`Vs#cqWU3yhY6qGFDvgsi5=YG{YqR<46Bkn8CE9xe?6`?)G*2id$C459%1kg zD1X90KhBph_yfYlYu+Ck5(4rgT>ClC>+?9-mqg!h?MR7pr5QY5@Ox_1(r?_Y<4>tQ*UU_XWQ5(ava zzQ2cD_M6!MVCz#TA)7zW)@U2V17iLNC9WQ^)jYQkpl{;&2s@PL z$f-W<2k$eRi|A*V*(;%x^wroqyVruf7TY_al){9QiB}APAK1TCr_7z>FK=h|RVcM? z(SM77bOw7O)(4?f#_R@Dg&v$fsh=T(=MRvD^IRNX+NsTYb5kOV$Ar>u@>9l^zK3`~ z9A5}!Zgk!>>I3}0l;jIBeS{@qBz6DA(0+eAtb*?Wu=X&%-oND?qA`EQ%3*&f-k&iH z?_-Po3Bw9xpBQHM7lpEmI}aGYU4!YPP&TlkQ=G?N=D&q-DYUg4y||Q2yld`F$&rA^sNo zU!i>BgLxiX&cXe6YX8MMd{5*au5SvX=S2yOEcVLDG__1XSOsE}fM<;>IGFupk7 z#W1Wd>YvJ4`;G%`&mG8L#Qd9(Fvu6@-|;yOV~+U=hwhhX>30y>||m3qLY3KduGcRlxXBdiDU`98xef55QfAeuj`Py0=wV&I(*fhzJ`9|=Q$ z;`o=9Lw`h1{*s3l}f5P_T!p_#qMwRH_g!otNZ-ku>7PWlpe+={! z=c}}2)#{|!z3_bi@=NK%9I2O4WpMu%`|rA@`-+wSZ2^C(E#?QqbRSRH^~LWoQx_D1 zeqeuH>w^<)9}Z;xTi8uPv1Gsq(f7c(9tku5BkVRVR(bcwE>IusPq!BXgl%Ho<`XTYVdvNNGZ_#RCFU0YokT9o*Ft>+tL5JXW`X{qyt{vyH087ZMRtBI?B2TVajat+-2cUL71KcNoxckpzk=hb z+^U&3#9Q<}Eb?2Wz$kr-p*85UmY5$5dy{=)nDXgDmCuKsKg+np{V`#dzYwbS3|4-Y zu^9F%sK2V}fv?p*m&1JnQ*r+cFD7}azD{*~U)>d?f&5d`U4AS5swlsY^b!XBM0=!W z(E4Y>hn-N4^HcNq^Zoa$CG0-9P%U8a`Tc|9{@;FM_Z<(GK85yFKXg{`G>KsNo)6cn z+MW6(msgA4!^8f2&e_>8bI($+KNt@XhWq+BAHuMn30K~^J-hWCjEA_lV#CM}rE|ev zh~p<=@6M|xjFIt%d=1X0x8a&4)zf~%dlNwgYch7d zk7^&NkMs~`=hMQz)+0lAY#R>xh2!Yx{S0DUXHF5_|HAtHCP(&s8#SRL{lBNM-wb7ku^$J+X)KQ4&s)A* zK~Yz*2WT(*U0t-aulY#$9ueo$f9;;$4jw=Fc>QmDv+W%)8TgI$`~R$-yKege_CAqt zz`iA2cH9$v&w})6oRHLdzpu!DXxanRkKnF&tl0$-a8kxBei1q*rrTNH-_7 z3?APSmZtYrg_ zkM^FEy`v*;vhx|CcBQFw$tuzNW8(cK!(dNQ-rB7aaXn}EXaDCT)Ny!{>F1LI@<93M z#K!pV^-qTNg5&9Y@m=BB5C`uyQTgwEYf6U3N$({7>kwx4P}hC>wvqN*Kz~r*bvOO> zl?eGHS5Mi1jV56W|paAlO%zD3;s4VD^V zwC2Ssu%Bq}^yDT)uGJT^`!hnlgTIptB1P|2<9zfkuJ)DL8UXiYF#aIS;~B!hZycXt zx}Pr8yK;6=$GfNDyr0V7SgbPXAo{;|TrYZvK|WMo77&xTayj@Xj8F9t!+sd!1H!;> zoZpa(k{O#EqGag(MB&ikaYsjdegWry*xyjkQ$KpmJREGK75RM%A;TgJ``HhW0ex*YCH6KU>TBGpu2SqWR7&uz%Da zVvq;QhswFV*Uy{bIXL4o#FNMm{U_Jvbj(qL^^EZmVV3_88icsJ%#*DEdeNR6HxSvJiBL@Az{*7KN^B?l`sZ1X# zH{Sj3%}VL(z+Wt9_$T#e94@&mCqs0<3i(4A>?Mw8eCpHQwxN$%zD39|=&>d+p?8_~VeEAECCP6YNq%hR0i&Q;`|7MywDzw z@O;%csQx7AhlSW4jtEj4c0TQgy= zZz-g5@b@%6mD72;a74?-=lKU$!v2EF+a@@f415OXLE`%yLKF2NkB+C!mfl1C69#@G ze@%2;4YjHa;l2~nLm0|YA5A=G&zpX&5%hDQc)o;zUetfW?7UoPa`BGh?}J_8eO=5q zFiiK2g(mqswG4BDVgB~mA7bba?GKfMz7aiG4*G@qOyyjkOd1=muI}#&{siT1@;5sF z`@LQYy-9wf1}e_kJj(<0$3Z+EVc9QKpD>&cB0om^uXBD}brtLx%AYX!C+vT8kn6hA z27Soy5Z=FTen?0K#8>FQM(6(>JaFU@;0NjhVXz;B+xFKlGkT~HP5c{8_!1kBFr8ls zP34mV8ut9+{)I5uf25Bv*ALUpwhC?6cSF33^qFQk>J-MmF&+Tks_V z>>b8Kgh4)-A0iC?1?NwgeV;Bg+gx$~t-m&`SCkK7h(|EqAcXg)ppd zqVJG-Mf{&(&_Av(GsGPxvhv?mf4#2CasG@qUOi;f z-Y7rwhtCTqYR`iG6k?0&8-sLI4dp^;K9+XVJ?-v2;rnAtw;9gvAyGWvX1Tq&X2r^J z&>yZJ%SOv?rf;mc{3nbKEy;Vf82F9znK1v@9sPk1!5$*N2m^nSpA**Yu9TK2fpYYx zgrPsw55nMIsK4Dmk3OwVf%7!Nx0g114;>5d8;H+`gcA^hKC~-`_YQErR1Wzx!g-}v z^dF8_sAu)t{+6hD+=lfh&W8&p5T^e}Vwjz02`BnGnd)0su>U&{PTbyba$&s;*bmfC zhAAH|oFo|}GyK9589I+)SkjT?H%Y7SQlop1!5@gvkA#H5eu>Z1IM$LFCbmCR4*E9a zU(EdhYrll}PZ;zI^^vt_{*={c@$e+0AGV8bujTfFFpn1}IS;NQBg+6}3zCRUOE!yrjce)$Y$N5+-UGu72#C8}T`?J~*u;a@RU2gBJ z3f|5AeqKZ$)vwTMO!q$u@c`0eg_ynPAhbT5dwZsZFYpKFYn|@l_-Nl%$j4wlo#FT7 z{|UqX4ebwMc;B7cKkd5vY*7*T*LE1z1JYwnI3_2v>(%*x7T;I8P4wa3a4)khCk>M-7iG{%`pAnA1eocf%2ICTlsC6o9O=w zu|Ip`VMBjCn!xu{4Ab}ILWeUQWga~>l$l5KWB4S^hcNgj?B7v&p6$)uqWg!)U&my@ znEU0E*n34nh8MB&mJOp@d$dT={ZiqK;qFzlC%%(>N#!$^RUQd^T@C!h_;<#kw__Kj zj)Qy>@@K}~-zEva-1&aQ>8VHMi(BWpeQ~PM&z<<=3CI)I7h#?sX5|-YJm3B%)ybVEjcG))(@__5LPf!>d+Z@0sc@5laG`vDC1|E~3R z-6^g=?q?1T$=M&o&r3bz)%Q(Y`WNgC%HKo%i_Q26W8~@kZy{lbuaF*(iPu8M=yZVk zI%0c5n4gak=KjayXzSv}_&t1lkC^*2&fR?V|MAYb@ArWeHnUeAe^zYzTQ(G;d6dsw zm8r#p8b$sV@w^e|&)ixsikC3|$FMi?gD~hP@^{{tp%&%~{p3H9y<_+T#g7b^)BG9! zM*N$%{MVY@=J&xri{D!nGF(aL-3-(JE3e+YA4 z{|EHrdLRt^Lw+u_a+{!Y_7HQnw zlJiCTW|Zjj@d>m0ORSvlXO;*qwpKfY!hRIzzjWl1ORt`ehkPpGajUdXS)_9Rvh>|5 zpFe5mAzy~&%Z6SZlUwp1=kGGpqfUnwXL5VAY*NqDlIP{YUIEMCzRI#E;YwO14T|T8 zzsstk8?V^T?vzCGUDk5Jx2C`7|C*7%o?ZW2+5ML2{Zy2{=SK5^$8)Cg^90W=y}TM$ z=fZq(J$glH4evjDA@C3Dd!6`vT4Syk_$#!pUV?)|Tw~h!{>!U&ZLy+HXYe<=V)_Wf z`>wd(^fvnwesAb^cz+(}>utN%TuZ3LzF!r3JC+7MxoHdj9ODJ=^^MJuj<4DGX+rNG z=e^V|`?B{!h0C|g_Vjsd$=Cn#L+4+u&>Rl@!uZ0+z*@K4+{F+dqW<}epY>fM;SaCx zV?Oc5YVSK>-_So2R;-};`pn3#nrpKO&J&T}KJNWz^!L04`Ab|cE6i2gGSo%)#W0^l z81{2$&k4&crunXzG3f5bKs|`pk)JD8RH+21iR=^7N0^_dt+?ag?MD0yuuoKun8!aW zvz8tI*p>$V2FF`@?b+VixC&NtN7-spBRjyV49ni0Z`Cxrt z=|2x%94P>PA-%rCHT-{iujl9GzB8R#SiPh^zPLUS>=}-?#yflQN6$GB|6zY?cF5kJac2oXZ}gL{eB!jsNog6C6Yesc;ohH1E|~3v z{*nKF>b+i$7$O=E`}5m-^i^T%8NQwfgFJA2zmgv2_m25+`us|aK2Ol!2>ux9_4{69 zQG6|DS-LndA9$W(eb^9 zUf}VafAXJ*i%upGpJ4ppfA)}xlO3t=PMP=}V07_-P(B^v z)nDTE%fn|OYNJ8Ma!{0MhRl}c|{K2!?j&+4a1{Q0*WzK3!D7lXb#|BGRLqrIf|JYFKK zMDO(q8D{qn)*6q}o^+@I>;>AZwQpzNoMs;Y@dB>5wH0Qa71y7I^DVS@472^-I<4u+ zl6gHLUxNBg81~yZpLKJSS7w>4fcu|>mmJtLLcDXz`bL2WASA0wb-P#E@_ZIKzVFf@MojrHzm*y zT%Q}B&oy3i`33A>u>XxK@BQw*C35T#=WbRF>a}nE3$Q=f-{wN?T=$#lzz-a6 z^RN6nK5C1gzW6;WAz_dg+7H5DZ`)y*5A}!b!N1{rS$~WlTh^xaw|Xb~zcDP|Qqt!C zaOYH*KjCjv)RwFkz2}MaZ1phxemgk~;wiLGTfJ8crM>n-eh2LzVc-Yq)7FQYK{8It zfbo2dFzm08-&+em9p0Q}5B>@1-P*Fw+k8nbd=HA_g{V$@=cs&3!GrQmA%k2!t#+(| z|9i#uA?LD-vljSuS|m9{%zwggf8O(74E#ZRM&-c2cJ+Z@cpgLLz%Lpf`v?Bx`U&~9 zFyrjXa9?ABJa0JZOgtBo6$GA-}S#9oCev_!k3xdhPHW%BNEQ5dUEONto}q2}{2r zc@PGBi1K0W?b>5F4@G^TayYL>yj|v7dPVtiSTFO%^bm&ijO&3g*eBE%!aP3Pt}V0B zVN!G#KglWB9x>#*9sb3jzZf4-eaMgC`rAHY`lPmqLZBb*)pk#fem(}@`T5p%ue!c( zerdpsf1)?rV6wbJ4cJrErybh;e$F`b2i7O@ld!z8gsymeh6j`XCk*QW^=GH9Z{U~P zon;(J-aCgy)Yy5RmFiCGnJ}CuAb)p`FS_nLU-TXp>LX#!-<=0OmH*v#4Bo58`n!yt z*?y7`egB2y5r+LO@^jbdN1Ho183F%o#Pkvdej|T&-Tv?DiD!*){|x1^duD0N5X&2| zzR})<-Muli<>oT*$GE=3?tQLLO6ke>GkfyyHWuCg2;*UXn_-qO-ShcjX-r`_tXJeG z!|eXg-pzwQN9Nc=JYXlLZ*OA%g!@kwApei@*k_W|RZT7w{5{T>;e*7_ed{f@OUsnQ z{PFy6UwD1@S*O;*eFdEVzRJn=YZ7ETI?{Z?`^qJhePmNV zg|0dci6fc^pPFuPxJIR0LAC!y&7 zqEUa2NVF7AA9M)TCysYy@0+~hdB-__j|PpcY|b}@{W;b@8r2r^HEklu5A}mE(1-Tp znDKmXBcDdNuZQs#VNUj(Q4Jmd%=0xw>9@n>=1p7WnJYT|a-vQS@!xdzI2*dsb`A-<+h4VYn`rY`H z{v=q>ld(U-F+>k5XYx2{zR~H4@mI*-puV5n>@ZYU>HqnVSgCzUk21PKz6$3Po1E%? z^S}S+*J7Vb`1HNqqsvIrk5f~pYR!CU4fz$MkKr)t|8&^WhThNJ`F(@a`Ewn7swRRz zLVHLU_=)zGVR}zQ$m+BE_;DRPnpzD+{||uU5$5uUTk-B!z>1;#yeTd^N?o&I5ZGs& zZ(O0~XTQ#e!Jnf&Ck*}=?Ri{XaA>T`Ik4AQKVBi@(#`At-)|EJeL?xhe{g6slN7zj zi~LI1W~B7H?;FT}4i?LUVfr3knDDLpkD>OHz~5kd!eFluCrTcDfA5j#y%CgeV!H6| z`*r(ay&ye_*Mjwat~&-8_tQyZ4mIXKSYJgV`5H!G{|&_B5eEN)>yt3d2jgK@pT*CqP367vrli6Bc}HxI7~)Ix7gP@8 zA%7UA?^T6qQq{AXbl*dM3-u@Mn9Pn1yOV(*=-<)`%mY-5-avmSAHv+foi|)Q@#4T; zyggy|{|3VIuOnNh6={OK86c*Qu(=g82Eww%-FJ8YQMw_h>!4oCSjN#>Jwq$7q(~ROK3f19M3&) z(=46qd&a9Nk2G9^VZTiE5konyzl@K&#zrnufcq`zF9}0D+YT#@A$_EBSby!>^L)z% zn~MdW^&X&aINpVz#-GRcC2@a#;gZqB_=omj&#?asPoBP5zOxtHhot&%Hh*epO@MO3 ze~-G^zSCg;*C)KV(ynUJe@}US_+r`D6N-r;uwR%ZmOo)hNAiz^;XMb8KL|rSJ>=i| zU@tWO#o#aTz75sq`Cryw4Eb-uaGr+x&dTZk(u52@BmQM}ubY)B*9h?%&M(s|z2A@3 z*C3w2^`03#N6vO|H`vcnIbxm<&3sf_({;;r_P&fT^L=oa-uk`3zft|Vq<&wkPl9~i z#Pi8S4Etl$r_9!d^8+tlga2c|`@ok}GF_J}6a60%>ffblj&5#&qWlBKTbCAFx>&Cj z-B-i@FZmD1nY;KI-=AKJ@8st>-wW0&+DpRRKNALhrT&{-R5G+bK|Fx{T|RYvROP-~ za;lW?VOW{$KVk5X$REPoe_U=lIcRKeQNDrtLk#O3$GiN)VCW0^HsBZ9*UPPqO+L4S z*#A`uvl6G8u6$k(@ekUItjrF5b6u5SJX~*tfuGoa*0q@_1NDem0O z<(qw2tMGZ#2{?~M|46v=5L!QkmDqkLTM%P@z-Ov_9@&HJ)+HrpdLQBaUGv-2YtPPW z|Hq|8x{8M*71;OZ*Bbq|ZWCHVJ`mRrVXiN%{4MeKy5U#1m~GjhKNz1A2LFxv!OB_w zk}$u|bKPt~zqb>6L3`AX>s1yy2g83LT5uE*d$F!q;Y-?(7+vL~<}Fn%P= z&%+6W|HS@s(pp|s28@LIsBbyxQm>t6h~5*>6!V|3To2YCmdmM7{ToRa_BXFc2K~Z( z+0EtJnYX$~0oD??Ck*EqsE-UkB>vw_R{FJlqcmTCH(Te=*0mG8KZ5=*w|n%N)Mzzs zFLGx*k1L*a4CasY=5Cqb&{7r&@jKz@$7<0JG+})sKW<6nPMfah3G`t3t1lX}7-I3nH^Sy#W13dKl*A_iYzgYV70w>ap&!mFMsI@bkpSXR~%1xTZrn z>fhtf!Cf1Tm4QE~PfyNWs5BWn9M(75XTsbcuySS(2}3-G^C1lD0sDWFXRP`9(NgxF zzVNAQ4?B;^VK6@CC!X&7{h!xC4e58JKhKuy>`wUk5bm>JzUoYNBGxCuT~cMv{)@q02b4V|>Qyr_p+2n8ou9`;fc{ z1HGs(MXtr`R@wXodxr54!$ZlR5bk)4_`}Lseu^;9_ZF>hOF1E#0Q?$^^dg4%1MN4J zgM5+SMJ+Z>gN1KFe=zRL;)7Sa}M`pD=tsi1H-N<3)zqdFFH93tsaKZvlNc z|L3biS9nBRgZLWP+w+67y59>l1^XuW)@4=Jt`5v->)1Ja(Vx#qBILJGTvR{{!Q3!u!1N`wuU-s0R9~~gRLVx($ zJGCLmXFB9>vHt7C#@k=#-GzJ8!2aNPrQxrWnY5GwqxLr)CVyykfp||( z%>U9y+U}QIdxL*LdAupl{o48{lD%gve5*b#`>lF&z~4xO#Kmt{Uh~NkUtW9jq;Bf zrwr$*xPIa9R~=^7+=2IcaD56@9p0^Huyl{YE}tq1ROj!;X#$ zD@cEYM+A0insdP4V?IWBysq#0zVCrv&iNk86o>Z@+Gu`^5t+rPVW%uB7d1MEN1 z9unsJC&GMw@9xgHTJyIDoMvMD$MAll?_KTws|M4JKwpvmiqWC(&p341MQehgFI%|Uq*N+ODLVYv!B5056uVS(3I@3{(GVFWGisR$@UekFA_XBZ0m4oK3 zy?ovT{`~;Qubg@)<@w%@pg&ZO80LrktX$=@xKBzepKs-b-78l=YX<$J`dK|Ddj|P} zJdwYZh(TZ5mGgM6GViGOXZXJimR}?c+Jf;8VSZnSl|Q8UvGSR$f9#LPd#s$@|6}dx zy?){QG4UZUFJ1r<-5UIAc_P#&KS)>$N6p9K9QuF_a>#C}o{_-iwUxL;raS;9*?(cl}c?&qHUK>?V)+n;_z=%OSa~DGI}9h#_Yw@Rq4<$u`u`^3*OQ$e zms-~F_3-s}gfP=jkK4P31yOa10yVggjNh9v>_`0(hIka|W#!%s2c}J5|MxujN7SE& z4SCN01w}x-iT;`}->)>(&9;7GC-Tq8U&658qW;^|r|T}P;QVSp%;iNG@-;YKqvm=a z33-2r&#=Enqv;h3&S&ub9%24{W8)W#JN*wnlkQ0MziC7)ePkUE^r8Q4a-I>VQS8gl z7k>C!$Qdb41A0;4f9!33v3TTOh+lC1{+CXXR;?h$EEf4 zch=?m*`M<#%3rHhhV_E<{!CM8D%jf(=p+1gk>=Y;qW2C6x8BX(x;D~T(0m}@ z9^MN@`$rhgPtiZK@*x!e5C(bT_^dwL{}bl%-rv&-x;cZ6g8v*Nwl{=9J{V6EhWQ|W z34=T^-eT?9_ht+;d;T}cXy50q-9TS4J|+zNRdIf*T*A-wMc+41V0`g>%O&>6c6dH{ zDEKGBuTKe;X4yjgswbkaTmmuVGsN*E!w|oS{dIW8N z2cZ4{uD9!zG!OJqY!Aw%WL{Z+%@ck9CFXy*RPyUZR`SiDKVtbY%+5C%X8DeCsoI;p zyXK1CbHnka`@r7=>{`OsL%Fo(!}SwiJHY(J@+g;HIj6Ya(lU0Ru3Y+D<)TR?r&<23 zT)HJ~Ll?Wv5PysHyf`rC5C5I-V)vNvMG&TVjpcnq=J*RJaiYwED~Gt1?>rOKY)vVeWx zS+3A?+ss2cla#!qHjDLzFvJ&{|6s&*cg>BkKhD zA0S@U#{LmQ{4I_jSUGzynqiPH@>jv5WVrIYBVZ4xK4AeH@3(YCy164eUn^H2Oz(G; zcO0^MP3KX6;Jz60x8uyM-Mg*c&h@9`kMZAT%sUO|8%TerhX>;$?&Yxi7v-H=jpRE` z31R-ZTv6`ov8F>CK_5^)it9Z+e%^fZe|*0zeYKYw$QSjy^W{6aS?~72ehT~V+}i0v zzuX$OUnuYV_m9!=^t+0c9WIIaL%2(72b3pa(4PtamIJ@V@h@**jqhVK4Dpa*yZTxf zuds5kFGLTGPw(NED|u{9^!#}e@}szZlom_cg}1dr{uk$~w0Pjzy^)y;YskJRJ#ihF zurLtf0kOR+XPELW41+$mD`)q^%e%;a2n}vJ2H#Vne7kJy`9H3%JFe&N`?oZdgil4G zNs)*mMTE#mMMl{vB@L-$m6cH`LZw0_q-4(qvQko!vc>z2L>Wn`NPg%2KIh&qzdxUk zdtdjSd)7VYu2;pT>X&RiM4)1^{9yU92aq3Ch{r=1{Dn9_W#u4$q?gKp-^hQ$;LlK> zSbG%zvhUgZmI4*W=~a>|cLTqX|0>JZ&zx_+g{`*<2tz!L`lPbfZ4YmhI}+jZsnCu&u{ zAYMcHbj!MJs(twd=&yKxRnYCv{@Wd^9|1pby#F0`8*wC2lKU^!bru)&XVtQJNuYXg z@_(wD)v!M!o_{%}_h&e!{R)9<<{r2IoXc7KAW-X@_d}2`dcOkcS2I(Ko>UPiw-570 zfm)EJhX1v05Wk}Sss-(|{N4VNtxpNmKD|%Q-Bb@>W4XHC#14vjEUTRH*>QFzw_o)qJxZ+=8`yq_p!*^{73+`VKpr^$?tX4T-(SUXdG;{Y$#nC1 zBONdGRji+c;r;aMe`D}}_5a|W6370=&|bnnnC@E$So`!o8^co5NIzLQy)VSeRY<>B zIo-DsX!QEH(Dp3fPh=SUA@WCKfZ^-Xl{X>&M|;tjslRVg`7VeTHN^C3#Ma(cn5N48 zr^bGlTW-5V_lwY82!p<0dzz{$Z$H1vhj<9>QL|^q8;?Cyz#dnN+anC^p*<6pTSM|D z4Dk-O&oI3|C(yL3nB%(ZGo0t6@~qDLRqcL3zBUZoM-2W$oUaKqFUt138ZQU)0qQ$p zh%f2;4>AYrcD8|jApJcxE;M95(&75ib5QaYUxOIXPdRb>y_B0P@B7UKeaHE-*CWq2 z3P09^ePMgOyB;|8Z1!Qco+Rk)dvn*!lewJVy-#mR6}|Ps#?!m-VrVCYF>pRdyk9Qp z-4>!`UzQ5SfbD77h3{QhWexrj``0R#m^MCW6VQkDMi}&o>SH;(?;)Uaww^7}`q9{F zaK=jDFY;eID@iB5s$OCf-p3IThVw7TKZfbP3M-eP^;3b4T-nx&YnNev1LdtVa7$u% z**vg6^mjVuBYqTpz7F@@P``AB=Lmh4%EEdY`Xe1%2iNhIZ7|=WeG*ot`v3yMEFTo; zOwU)&9wo`v=Qy51^3&ON@MP5d)olG&p!06o)H`eD!1pMBy(K@=$8JxAcnSGQnCp|i z%tFPY(ytItqdw>x3^v;m8>F1UaOoY(S>}ciUt)P5i4OCo_8uhvk;c=f|MrIZe&@lz zQ8{ABKhU4B@;R)&^@g~qS}(wUw8i?>2Qk=>`23H6F!+DuUmuUd#*ZF6gZ&}oU!UOQ zeqU08z#rrMLzwO72nfS?=zFZs?VZ&xVf11->>m;Rgy}pXYY*mI>VNl?*^x&wV7~$N zug|xkht|zM!u8$2WLtB{t2DNrB`~m$jU0Vv1=Pp(34=dD{t#yOJ6U}gKh6&Z@%K|z zs<&}}ZIC){*NP7BK;N)`gJY*Y{I|3Q_>b7I(=44X^$L(rVSk3&7Nrhe19<<2o7B4R znJD_-sCfTeV0h*8PoIG&U_Tq}v7b?qt+H|f_!pdy`z^^Y{T+NA{0ZuNzt97-V`uH< z@k76d3LVFt{J_>f1^xf)rCM6t1MC(1@2?wh+WY-Oc79IKe`EO3S5tb!eK@3-F!&p) zAJ!7uv_JvYN6_E&C;XA}r~a|NGn2wfVEqT_WtiU66!d?Qsy4*Z0j^P+~ep+Cp7HZ=7S@d3jjaVNUPQv%iSUK=_;NRuo?~MM&Fkgw^lVbHD zzQ%ly+JpQK$4i*47qa?1-!(FMF~9p|M{Z9>QA;nbyBE#wI|&E_|4|=}GJBqzlq>bW z?+Yzg+?;tF`~}WuMuex3ya%`*N$YduW%FQ2OO{Q zXO;2s-_1bZP#*`L>olWKF`N7UfzRJIsBMS?exSV#S~2*C^O;C4&p}UK>UpO4Dh3k0 zCNe8bGb&cV_n7~in7KPIAFBoWkMc1|o);VB@r>)w;7A9b4)dMCer!~-r`aI;}blF3ekAZ%SM~6Hcw(ZlsH=s}G|4e08EQz1D0Om9N-b`gp zNOg06*pEklX{J?}@KaXwe=4NMEOg0#<3kG}KEm;t#mYW7eR?pD2hH;PH1;!1gY|Os z|HF=Y+_tUHhWQKIGgq_D9e-^g_+wYGz7U4-;(7!tcfs`$0mDJ$-w5;hhJDZSRl<<( zAb-p!_w+2znhX5<2ZMbQ4mjz=HIG-|1?<)uh!+4ONgke5JeKtR^U|MS5ap3Pz-^^2{pBwwN2J$J)pBQHO z-S7#E|J(6>Eyy3gA8y-w)tNmuAb;_ClVJFg@W^fbjCg#)Fq_YZXRXf`wk(JB29&pj z^;j)uyFA&$lD6XU6NY>q<6puM?{5F6{Gh~|e{i~l&)*p0GqflA9^NxU|G+Tq=L!hJ zdI8!eVK~oAc(X=v<*2Djw4N@oh#M1f=(Xtob5veA;?|r_ihTaDsLvbs>ib);A1t>F z8~^gs=$VjhBL7GHFkkz$?KfKw6pU1FZu%B75#}G%=aK8RXZu;0Li_#1;~9A{%|FFu z2+Y?wKM;m|9PP>K`okUP632l2@q4S9=(SPZnqfT*=j%}ei`4UFkjCi4D_P>M}fCgxOtZABVq1OMqOPx+wlhcFH>rf zcsvYumk9kEgS=3lth@r(w*`d3KU@7>AJ+3w-&pw^(pQG*y#)3>+~-IBP&r>eAq?{g zj%V~71ta~oNcMi9VD#IYN^#A;Fn?jW^`a@$bqf4tr;vSH-#+-!U~3WB56aiNq)}G) zlj#4dXisA%AFX&c?GDHr^>55I$JLgXdI84zV+zbhoH^E)uTP8(8hiK9@l6myg|V+P{>YzGz={HfRs=ZCS}cD`fzPuu6<9|&JR zFhS7TNO`5yb9_67KT#v#E%AJTx`tLvx5^r1DRqf9liBXD5Q| zVLt=qH}%`qeycomIKQU0g(_|-)dYRR_?j@t5ABo#$UAVd^80H(4kHaphh5zN=g!em8o(`vVn-+}R%)fWE?l53%hwJbjx|>+P z89qtvIj-)#vF2w#9zQ!CXz%fB$xZhE4uRvvvo$||4uJEzD6eTArt!&Bbitl+JWhQz ztc<<3vGaNYC&R9)p+%zoO{8Z=U}e6!MI<{PESPa(P;FhqZpm?Y{zow5y0vOz%@>{z z&8Xeo*5ZB{?!TkFX2#BlDfN60^C9-f@F}8a=KiBe=?#}*zM%Sux&6x4y<2n; z_-Bl#3B!5=#vw#MCV;;lC)Ovze12t^jc@+7@cJPdJEiuL zJ}kI-?@;SW2bdo)-dS*KQPtW;Z!WI|-}EkpWG)B)jQm^htJU1=b1VCws$ik~Fyr=h zH~4xmVfY^PZJ~nC?9HXdpilVyLZ!}<^>$J)UhHq-u%1iJ%$&KuT^O`|$|_}3IIn~D zwD4s`yvgo*Za)jFQ%%NJG{boD`$bO+eFl{5g!XZMbG6Nz8};!PthZr2P8i|?l&|ag z(92D}y&zx3_FW6YURnt(tG8{zmC(Qj5!(OyrMi}NJ>L1&K z_!9Zy`o=ifxqal7F&Mst+~tJ#}h0rw1{3KwTZ8XEiSL$v3BKVc0WB6(o5wKPoV#H^E_M9 zW;GS$jpKF8_*RlPNOXRL>eqgoGQwsl*eB|j`~0oSUasH3K9Ha8%kIe)xS!_nIAPFt z{NBCXLndj63b%jvkJYBKH>?i{8t|_LrA z-4_ZG+aF=Df0RGN^uHXzl06rv?f2&fOojUlNUzs|Me^H( zFM&Rc2fY$~f6O`5RrV3ZqYRhO_!+LI`JUl&vTugzJyn5MN^n8s@nX;y>K`%K1NBek zEMHqT>iQ|u`e&e@=pP6}eH_oSWhcjuPV2_bn+ul3_fbE&Q5EKMl;5&Ls^;tEME^5F z{x3_vsqu5;JedEnzh&RgTK=gF=Kh*6JAWqdp7733Xuc5gN&Mb>_Ro`FLRRwmgJCv* zczZ_-&9mwc@g&N}N5{=f<#Q{RTj#IpUMkH`;S*(KRSFLeh0MA+-~#95N6iu4|rz!x#lhxX|kyyx5QvxSh4;`j)I zzxW4p{qgIrv~v2NVz3vKho6bmYS&EB|M^f~{DzG4UA;yM><9VlXW8-c^_RV1e8>;K z*eh>?u4MCgn_;#->z6(8v*e~o@Q0`$evc+C%g~z5=OaI1rT(6qJvuv5`SKgRxB5L; z0rJ4{`1iG5qxJb?Rv*iGJRWc^s&>EA zS6JUie@7VdaU4Hk@W21!5*ja+^Zg>$-gc5tKyK+9v(aCW$Fx9sA4L(%`Rk)J_!->!}RDd6%7^5|GmHNF$XCnyiXuwIMyK$ypOLCYRU zPrm2}{6T$LS$F2j2CXc0-t=aOKE7Ug>`^Vs&W?HWwx7Ft!Ff~EXTm&xBh2GRR=$|}UlnBinP#+kk^Lm0caW!U^UY$W7usw#^d4M&Ceadf# zEAf1J&58LNT`zusd<)~3HBZJVR*!M!{$=gdi|thbu^=BTUpsx-t2-M-@6RCr3G?`P z?exGYp4BJ0J+ED0x-hjOgZrbk;k{-S_7ug(NdG#c9d{HJXTo|S%6Hv{<>6yrM}oeh zJO~5-aXwfVA^D&<@GRe-S@)rNLPGWr@F)6Wc@l>8Li(P{r%`_)UzA?YuDb&Ij_rl~ z_W1s~Oyo~7zGj%MCxxCVet%T>8vHZ17kbA>ew^t<_I{@zv}Iz~(ED+GK3;#qYw@RD z%fY`46w|{n^GEByTb%U2d;s`~`n6%B!>vzCC&B!N{Me8%*}7`NrOv1S#q7MJV55@X zz^CTNARa~i-su0ny373kooCp%IqRW8wgET?Y@e{qVe%Inw;!K!JI<5q`^E^v#&vsJ zxPRIBeBUHFi}Nzo)c&SrBV}rLyn^wgeQw&jyzptoS~)e+XNGl2A2#iKHE-n(I~X78 z$EJ@<-K|aW@t$QZy zI(sq+k@twId*0B2wf(ZG88CC({KBE7FpuI;duX4EKb`H*KVt)}8ez%7$Ze;fj1d(IH@&?Rx=if*AOucjdLJ@C2 zGV8*M0jJ0D{2=nAoc4rfQ;0VPi^oS8^a=HuFuXsB@+J)HXQ)4fVSe}*)A@Kog^4CiApA7kyY{i&ViH;QeJFK6%b3wBObxwp!E7t9AJubmsWce>KUoR4>By3T}2 zX&pg-aeTXmWLLAzX(IVJ>?(F&KpuW_h0b=leH4EMe{d~ zpD_3vq$fUQVaA@9DxlwlPao`Ez9JarE96J~yQ@};ah9M@Xdm&PP92&a-x1`4{E7dQ z`n#*M5A4Tc`}=gSSFMQ31^$cglL_{1`I)>UZ5-GawzuzX=C2-Uo*mf!CSlm$qVKUB z;&-HHUv-GbQl&VV=cKO*Yeu`TTsWNDLqfLG)}i5ZxqnT#`C*>I;wV{m-a6sqht=&i z#XKKM)DKzO*-4b|VSkB!yM?NYGJ&6q#rz};{KNT;FvM>tA6B2<*A=jG`k#p)al?yz zUzMA%A3*i5Cf6oP4F!EgdrL$N^BayYX~dJF)jKS}-{E{u7~(bLchVKVhd+8ZN~;q8 zl8S5JY2=Ls`$c~4w;StHRQ?F~K{&GUd#YX^xSwn<9?yQliImSWoI~{OzuD@t#r6i+ z56Y7;_+zAh|LxJy&W?Jr8pN*ydPU2dM%2N4U?OgxVKoW#hlIiZqklTkMN}uc z*xrGVIk78(gSdY>5Wn`hmd!aR$N8Qx#J@OS5Qg;+!VjmJ2v3Cb^Qi~EN@{q?o5!B^7CH@*X@q~ykQlb|3LmTe1hQ=r-+;V`oZ_(#p64O7`{h&5C(lk zejm&u*r@P8+yH@V;Lp;o1$`<3W#7*41DlE*bquPI&)_JaH2 z$@XI|`PjV!{^0zY92tAt`fw%a1L_Z9$glpv;NOrQD(CA1$%<}i- zn}K&mD_4X4AU{$Re+BDadky-8<4w_Z-P|_!5#&>7FDcHCQd=8E_dAfkDb>*)Wp^yN z|47}^vNmwTCeT-`pSthbzLM9IA>Ty$Qcq4EtXS#^-`9%yOBlYN@i&I~SNy)7fXZP$ zM}9E;mh_7-xBo-k^j4Lsi_UK#eTV$7$7X1EhVh_04h5|q?&6-LU`+HJirqT#LggSy zCE`!oXhE%a{3IEcpQe3@tQyqj4d+2ozK11^@Q6TzNP|1-++0*X_g^LQY0pkiXg(;%=Pv|qyDkB~lA9z^u8a(drOz{*{y{mimY zAuh2!AzsAsWIpLXPa{sit;&e;X?Ez6;~dgpSbY) zRI}-N$dAz95e9uge?b`h1Ipt>PC~iSXwm<&a6UPyYt*k(Krnk>Rd8~A$KG)oHp&9( zk1+TTl<&#FQU2q!MCW65#rz`-@y-A1L1pnj zC4P~9GfeNB2~KO*&q}XKfp`MzpZ?mM(4sB6Z;1Zq%=NTK+0_Mnd}jycrhKz+fcOy0 z3G@8y?C1#P_KV~A_y_~PaC~PkWy~9uqow?w=s)`?=u7F$44A*s|D02qQ94=W736cM zPlRFoNFQPFpU8h!pY3OzTN&THO`;j-q4KJAi`3ee@cH|^MQ-$ug4dv*NdI|%yM_1e zzJ`1m`FZ|SKwx%QjQkm*_u|(LgHoJ|K;KcGmo|G$bL~D5;u#zdVXj|Ez+l)>OE)96^r(# zP=9mky!RA+eF5~LzU8|3d9T^Ji@i@M$X&bVcJ1!_aDE5*k$Y)EOvFGJ=nv`1eLCty z`}(JRe$DGKd}8p!*-|Y2$g?ev&^`VY{KZJIeiP>BZSn#}tJr-Py@!qM=j}Tic-=)C z@_mdq34=UPet9o`&AK`6B(z86gjs%hWw7kdoqw{xKjL_)yx=s;C=z&GMhC2=c4-{DDSI#K4-6cdX~p`*YxunR`%Hn_Y+XxuFYvUVfreH zpKr^zGM@ZRcnad>LE`=h!+MqYJq!WE@udHRVLrj}GtBmT^QZZJ9k61Pk~YzkADDJA zy5Ru$Pvn1o-nqqIUOVA@7t()SF?aeSXVH5==)VX9zpy^T71SSL$ahd5u1D${+gBEI z`@UYPIA%xPOBj!ycszvJ`^thF3Ka<_4tfH=uziNv{bR!1er|M`rul4smRt?V@5b~a zj?sh9K|GH9zA^K_HtRRiKtI~gjpbAR_~lANzJm1KSe;y`d)NW&i|X(3oH=jKY~U~9 zYoDTq1ipfJ4(s16nD<1lsRH^(d`o@Q(u~wDu-}aJ34?s8JZAX&Yxjo0c+h@sA?Eo4 zVUQPnkLA37R?g&iYyY^yh_fN^KQ)xkt=EFIpBuyAJ{roKFxZQsn7@P}KGOXggZ%LP zIjc|qUlI_8`3L!6z~UVU$-+pOj1-c1Nq~5tAYt( zel_;WFkd451tfuWS%rMPh%opo^shw*&#VVtN`m!Y8!^8bX6x;Qm6sBIMbmyvzc4LF={NOXG^ej- z=g|{j{zCo~&7U8!?qsoS6zx|Pxdj^vB}MPKQhzH;Vwb<%4)HzOXVI>4qr7(yf_xa) ze~W&u4;%HO1u(XEcaG%If~jj^JjlPhJGvybCftGcs61DD^t!eO;E%Apcw|^N&y=em zPxOz3J3c0TAk5=A!hC&;FhAd3Y!xw4Z|4!<584A^o?jJ*g}$G0{1woH^I7rMMGBs+ zhEPs8_Cg1P0g<4;NN=$))ckjdALuvAhcMV1(todO?5(HHcR>DF|K8ZlrziZJLO z^^fhd{}~BNIveF!yx#=z9_BlQ!JlBhLm2cO^AWAAnA=OqecQvU{EWaJa6OnXr?1p# zmEjTdVep;-%Cpq*xX-T=Z&+_Y|5v)8By8DdE6{(!-wZk#{I?DK2jVj6U!~FK1LbBB z{|G~VgYqj=mJCgtIUVGS@-B<{JW6rdEKYCPDW7vr8~Vt9X61R${Hmn8!1)nszs>2n zySM1Q2DGO##E{>j{~!$d{ZDhx& zE3?NR#zTHU-?ush?%F8&-!!)WAnWagzDZetQN9d+C3*-0efWL(>&b5l7Ov*|PY)+c z{n~Q*J>MTB4CfcH{==Jcc7~cm;k|dnl`=J33@yFE{%ytjPZ;7K+`p=vVrkkW+zs}E z^i|G?j<(+x2KABOm4d46?!VJ{{`zS8bh+HSui$v&pgRi_?`IuEBFs=?`fr%+@MG1KrhBu z&!iHDe7*LO&xg-CY5Y__{0rXqLVF?%@eA^sm9zIo7`{mKKg)H>3fZF$_K5T{%<^Nx zARpw&MFts}$-AF2Z^lwqJEd>FvX}VG!RVy{|$(mwQGf z!TKi3pJBFt{yOB7VD+_|eE(e_Q~&2zWeo5i{R3f;7k)4By0;>EXfF2$f{-^M_CvzC z{s{`3e{)sT~8|fts{KfGL^Bk>1&H917 z2w%I{`dRo`Y_Ipv#pU>YI_=EEamBW07_QWvT&#qqE8ttrF5Aha`zxvXk#mAan z^7|6+x1`u4C))vk&|V0`{E6`x!}K1M;C;QbL3Qw4pcmVF|La%LuV6>+FKc>d#w^PB z2Ytfv)(mmz{9)A(@LyQJ#B2o?Jf8Dh4XLCg3lg7g}UHBFkT@H z{sQ%hm9u<~;g6)>HK+2wcgX4p_Kf)zVQ7!~$8zxhXb)5l_JZ>Kkhy%xWsM~6A3t3F z&$hKz^uG@(Z&lT~9K3|v=Lf{xUw-Uad#LHvW;h>;{e84G-)_8K7W4MY^!J}T$__i%@<09m+-Lchy)Vvl`~5sl)$5dL9bn}DXZM9YtBO1D z_Xa)-avaRcHF*3>81w`A@wxh(V%~}D&g~30D!sjQH5BeEp*?+>E~VWrnJs5b?SDC2 zvF}Sp4CG_j->l#2m(Vq~8^$+a7zFSPDTa+BUXNd71Vc7qr z^6t03-ufcT=f`@);IC2N>U|Z4t$Cv^&(@>sGmhze4>p5%9{pwgs||vqPZoDz^ZU2V zL`#$A-QaI1X)V|HHmSKb3=iqCR|UbSSh5^#=agh~-Hb z{3Z2||J{Eg~^|3Ux6+GF>zS$j34kF1=%N5#Hp_vgOnFTe2HuQ$J6@cr&x zRYUK5&~NlNjnd{*=Jyx}>wPGX#_W>86??mYe?t9gyejYJ(cvhZCq{lWem&G4=V%Y} zF^;#%xwd|e<^*nEO_46shmO7s`*&3Ss7!Z$+bfuFP`*DL8p5Je#`FC7N21O3Pe;^% zA6UOx^|-FVd<(#6e+*xs@0-VDM7}&V7WhNuJ`(;NW}bxc(D$heuisSP59a|?zl8aG#LC(H(=u?=@bq__d6`^himIZuxHFi81|y}8D{hnhIks= zYwu7qf2xN+#49-ewQsW8cP}Rk#yd>RKZf1#K8{dQxn6pAcoXQC_&sBxWX3!Db!$ZN zinu+YpM}!tf4aM^`wscZC~-Mq znBT?nVdZe1LF{iB2Ky8H7ol|KHwU{HeLHxdyoJ*D3%d+Wkmuu->D&W;fouW&Aw4p| zD!FoBo+#{~{$=Xq^qg0m0DTq5D?-A+AF=*04D{gl9ZVVy*={}~??U|UFzWT^P7j?s z%#{rg(@$7xkL1L05Q@js4->a+M(*dg3zPkjDDh+oC}F6{6z=Yw*H4fq$a{t9KM2H)zY;{*H?`*()f z`l3)aF~e`}=IanIVtqNCy!%$GD!0SZIL^h zuY?`<`n|cZse#)^N5PDuW2!>QIg%U2`al@?_2X|0`Yw+5go?_G_vS9z%XTCJ_r71|U4r=r{f|=NtG!-_kAwb-*PDe5|A+Gl$4@Yx zizO33L7GG{Wfp+#&s7{|4#pG-~o`tF4f{e!YjOS)rz2%P^RTv5(f%Twn;`*Hr z7ql20e-HYG`bU_pX9zpzMSlMIpC-(o$X|x(Jejcb8;RaU!CSe#bZ(wK?BUsDu74^a z-D{eMEQ0=V{9TlfUoX4H-=`6F*;BgWL|7rTkM`3gDRGr-*A_Wd)~Gn>W_+`BH6er2N(FYVIG@_U_FIezTPAp9|H_&NMo4Hyh#` zar`1w`!;&4S%+zGUJ(0NR~V2tW_TT(HzI5^=E(u;-Jp*+|ESMynqo4&0QiIUK^XXf z`l4Q)UGDT?8OslaJ+fal2vW|o_)yrRAavR({|d;b3&r|F80>%j-x&P&*uOF8Gx~3; z5Ayp5gZz+Rto%IDLm1Xmkv@hgpJ4Rx`IpN7NAJS`>!9EITt76_@1GCpc?#AC&>v~U zMPB-B6$kz&QA{sk$VbHakC2rw!}yJ1Xb<^Eqjt z{!a4Jv^nO#L!lMyS$tkl$Z#yKzcLK^iT0?uq+IfoX&2s}=DM0&;f60d()$2H%@4Ou z87-EE``$R8_v#bb-RY0$en0ZFm)CKjUBNB^cm$%8193K<6EKD{hFn% zhGwA8NDpDq57b|6xxxGT`<(~=p}rFac_TgAhjoRwom61G8|&+I{5fuEpD3DS3yaPVxp zt`yxj6B3rVN$u+f9JFrKSPT5p6SvQ>6VXc;)>n{z!mz%A^f659BSPIX8vUZ;Mdw#> z{Cd{uB|i2ifxp_~_6Y<3sC?C*wJ#>Vfd9uMy?SA8b9&T`gZu>LL73$uLcO+y!;>eO z0)Mewzx$O)&qQA0f`eS4Yyq|;g>wEM(w%X|8{y_YR z`rOa?KjS%%_k#See*fT(C)O&B1^FR8Mvfnk`}Y|N@hs|}(T4UV``6h+yh`Oq)5pkn zYlih+%*TunLw<|#JYkS0j+f!Z)IVYHhd5rsa32rnV^*K;j|&ILdV6S?y#jur|6`cW zbMkV!?;#wZD_@qg;5A!+5DvJP>NzTSFXYb{pAPuAveiZFE36M=e97=!qK7c>59Mzx zoA>p`QX$tL<8Gz_dn&(zeIoyj?SAAu8SMl7L_Bcnp1u-c?qFZY|AEs?hnOGe%l03I z1M5q5T0KL-pNUT zvAw~azCRsP69e>!&(jGBgMSj|`wW9WFcH&FIJxsGoxk zXIRZv_5uHi^buzJ(?Y_apD2&POXH`R_!@Hg4vv%b?Ai7N;t4AMbLPaA3S(G5zW_T zjUeAKd9e_`pgo#JT%SJWtS|5j`DylMz>lh-X&`^3$LzcF{zujUEbej#Dd2lN+&+4(wF4*Ed-QG2sU zzlK_cPn_B9F^|WF`by?!MLq#~(B6jzzI#0Pk0j88@?eG@~^kRdOz}yVLFc~G}rzybMv<( zwtpuyH@UX7Sn>(?&*sk?lkb>x2l---AXzd`>wT+2J$ zs7asCN5kL!7_%{JAN;=q>9gp${aWIh?co1Ve=NMB>WpG<0DZb*`4EQlL#Pj|obHDR zEq3iIUDE!H-ES3Iyq|YEYsN9~-`KvTno)G*Pb2UTghN(&-?2W#*FP+u{XFp4+X41# zkUt}&m!3WCycy<8tUqGNgE1r8^+4V_VtN>+{Y@cZKE4s<=Z3Yli2hfM{2B4yXWpCv zM-^y4QaI9~?1fsb6qMt5MmkxiuGk^kk3oGHnW258|I;_@zPxbcNe8p#%7Z%6djbr@ zdN|TM@~(WR*HwCKzg)<$KG8q2e30Lk>T1Ym(f<+#{YLvE%;zU7MWdLXRXWm->3b{l zx07tY?*V$TKdVV)=Zf7H%e^H1v6}DN-|~AY=mYv!tJmri7bISV{WcsQ!(CZ@Dp#ZW zqco+W)rMT+@)&J<@K)vB6MQ{n^o*2>-zr_8J>=);@}gr>^_DPRq-XTg!G_ySg>e2D z`?K!6ZQ|SAqV<@SVtEmUc*6Z}4EEyk4_-p{PW5^G%rO0rT*xr}Ux#7v&p7@uI^ELG z2XqH}L3+oGIa8B+eiWQPKzhfFTf8FYs5Fch^=r(jUL9&fPQw50sXQ;>S|1m0SbwGO zzdWB2x3hrH2V;kr*$V5YaQ`y)!0QcC_eJZk`2E;(`sp7>%$1}4C*e5hF^(!NqVwe# zZxM!k1N{qOo^On+l-4d=l@0n~Eas1md405D(P7@cP2$~#f}y!Ee`0?&=LbwZd8!rk z1IJ_YXv!%)+l#P%h3(ta1>dP%5e%sc+>(^)LF*!AgM<;4tylEWK z2J%7sCJg=s$3OA=!&c!|(fh0@uSo`;vVN;)!ukpFdy-Ly{cmSqgZm3OzDZWC*Ta0b zgFPUB33Gj%G;w0$*-UL7pHB)?|7QKB1one)eT`uzuSv0ATwD9tarsUvR=rYgcn#JQ ziJsD3mMZb0^VEnz8HycqbOGadChzWMv2_obvlO4FflC(2bIojnnGvR(zf+fY_l$k80qWy?Z+~OLPR;X!Vg5k+7-sVaVfY^P%l?h} zRMU-b0i*sp{I_$K>WIGbIuwr+hV@dUpD?_KMOgjE!f&e2L4UD-hXK|v)0c|wznhEo zi!ksH_0i#;WxsKz*MPtHy<_J~V>X&y*hAXH)hIdeZgypk{Uc&7CeD*!pk7+GucP*UY5Aykr{Sh7@ z5%o8Q_3?gxWAM-Ve`D}>s86iD8b%+s2lkBmK;^(sl*jaUCUZ79_vQ1?^rl3mlow}t zKH{Vv{h#wG zUh<%?{hDuJ|LDJ*Bi;yK+WF(~|7>i}W$2!s3lE9j10(FUpzdixFz|PRxIGudkZ+0KcN8)_ zh2jswkPoB%5Qg~;?b+pda-4pe7MvGD{UHqV*FPBai~4V=OzF9NHrO}ve~#YUJOzVZ zJb#}vE%u&Z+&id`{F>u((e~po(RwJ(UvsXn8kyuHde0sGIbm3j{|9q@p4)r7(Us&@ zo^Q<^Xx%eu$wwtR&nBF^++Dq2&2^v${oULfA>Gza+o|}2L*{|Cc_6*v1l{2I@%-|%hE?%bq#jcJ1UNdp-&G?95ol{ z$N76vb@e?^n7;nWpqilI8K7Yk`#K!-)bO|G7Ss3=#gB2j^Xp z-o+hOb@EIMgZk(n2t)jc@*&LgRfgIA%i<2&Z}Yj45yL4 zxjpJ>7xPF5^q~&`_>ArjN>QF^_^k*f0J-Yd3w%$*=y`PsnBCq>G-W*3c#LG-#ld%;@T#i19_wU z6NdKCe|Q#N_KJo3v}}EdFuYgyPdUU>h?jb|wU+HOhWCGwze}G_{B!1+4SWAhxb(}` zoR^E&0R8As2t$02{AA^9J|PU_NBUSfo%iAGvG~@@=l+6@E98K`XkT92BeZJIuY!CP z*YgPT{GTwlSFimi&5nE6$Gtpszc{{3i_la>Cyj-qY6q8^iexoG(~? z`hT_1>$xDXRNWbzA=0-@qGrUPV^-kb2zQwlF>m@hh+i7T?JYwL`Z4cs4EBNJVdcpb z9}`yeBz+{z_mf!tqh!wvv;AnoAP>|J_C4b_D`)!w%YLaeC>bnZ=Lv=0c?QO2R^7pW z<9NKU8OHs*FFLP9_=RMTamxRJ{-Hg3zfyhq#9#FPZ=CPEzYn<5T{WY#i?pG5ybLdv zNctN?d^G%T4EOI${>I>+4F17v{fxE8@=>3@o3qc|=)>jjGvr?S>8E4)eCqRQ`0-VX zlH@MY`k|l9!Sg2t3&G!`KO_wLf%fb-L?viy%mkR9aenn1bLe*Nh(-mv?=JMaalJ=d zCw?DM==Vst!BXxg+)qaSEMNSn{l&IfaNiNzTb`94-L$(is@ejn;XwQVfU*Px& z^ZiYKJ?}q%>;w6HMz{mZxBO?EH?GLI4(n6&Jz~Dz$I9brej^O$KXCm1o8O#0?S2yU z6ZMDTnt#iIUaH^H$^PcaLcTt{Vp6KWxW^l~4~y{vVc7pd{xHn^^9rY?wR z?FYQ-dda`jR>&Xl`#>9iwaV9}!@=-G#R{nut<+et*?s#Jpbz;^80If*f92TuU6s7UK);bcg!%Ya9v#-8kpGb{U@c7Ov@Oyij89ZP;JH{@0B7-Cy5( z6{nvtx2H90m#)+uZw2`S(zE8x*`wWx|C5|W{8{r^H{e&nJA!l(7`K_19I z!mz(c<;S~aZ!}Sb{d#S&eXd0e`zd(dV%?b8iyCtyVSgUSN0{Ar6tZ%5UToc!3OyzD zJec1wKM7G-JH4O7Gq695*9e1sV*epF8k@}Y?#aF+{RmlTxo?A$0j$5{_(Be)o>l#E z0oE(>#q<$|Qly8KKOuW0%-vtG`T|EkvJ`z7d)XQpe`sAqc&D46$`XV(=$2_ z><8&1%=LM_W60`fGZq4W(O+(mow%TH!eywBp!@jLKxP! zaDR%`XZEtec*NuQq9*X?Xy1f6y&Jq$YrWt7lBl70Y2(^nvuA4`1OJZl+_=Nv%yMi` zzF)LaAb+$X;uoy{p}uUYJThvBvODzOS4JJ=>4j z^!DXo#f>9?KWM+3$M3rLuch%m8@uL239ipi}+hZK~JG5_x-;zEM26QhU`pw_Z5j z19{>6wN0uZV&x$KwUecjUch}%9RIc_ft%zjI)i>9-o9#d z^uWox=$DH5fg0PzU%FU{08+YVu@*>x8*UIe^5RVXL|pBdU80#_c)%&QC4o&xAoY2jY7ik zKR+CQq`lwm>jfitei0cp%(^{4l*faSX~~tlI!%W85Zm9;q2^_QX$GHt z_nCz|l6GDSv@ZqwKz{6Kx>IneWE7__O0G}Te?z3ezassFdHtxt@3)^`a|rm4`wN7D zKgh4Bmh(Gxx{CfEhx~|+QmyuR;R5TyIG&xISD$ts6Au0q``@`B{7u}iX7)cNAz>ch z?~EwkGbLyrw2%26VeYRPX8RL6ca$2k6&m~9Dn>RX{4>50kim>1uBD98`j?+Ektofx4_UeK(Ia$z){ z-CfLVYg*;_dK<%RJ%})0kJ){~e0h=bBbYByU-lHM`__hMg1iv#edMf=rC!eEO&Hc+ zk>1!X-h-Tt>VO`sPndrnd%@G`*p`(r9^^M+zF!nuHS%{~eMg8daej*Z)a2QEFA(g9 z+W+z21P8gN&>r$5ZqV!pjr~S|JW;<0LwrN!j=K|X>^KkWHOTL{Y_r0Fau2~DV|jds z`InwN+79g@J@In40-x=^%I!D4|CYk_-QL6ef$hhS-SqB^$$!9qTn{4*`iA-(zf^j~ zZ8KZY58OW@EL%zXL70!9l|LkY#jnq7(*IHo`j7E&eB+^QTW!-I-lP5z^Ygk?4)Fwy z=XZ~k=f0URAK-ZQIj@{md!>=DM-f)gp!)l~@=czXDnkB`^4hoNe0x}-1+QCHvt%Cd>;~T=@-;sX@vM*X*IOPlWgZQ9h>dqydi=Z6+3t{jl zsDFfEy%OnR_1XGxa+g)1n_AyN{N7hA4~Cs6ej*I|j^j@@70UNJQ3m>s>wU@5DkX1k z%X5F2oT%-6T0wNb9mkgk4R(Umz@6YQKhWHWfH)ZUo%!v!u!TJrx z2PuoL_dHjs!u@s1${8O_zG;EJ<9Je{TLZKlZh`+o`cigFbxs|B5z3K&gkk-O==t)% z$026|=o`j|DTpE8#{N?WZyu;{@;BH&@{?gb;%Dme#wd-YcHob2JgM79zHu6w1Mv}k zpJZ}=_UO^_pBO$9IA*765cm%&zqViCTz?bzgZnS3h~a+)Sbj)i#Wx#c(fbTIoHN35Tg>0`2TsOUX3)OW(* zKlH@%X5~&4UlE4&5RCU({XN7#R-dhBru~jtcT*U{ei>7 zwiNH%Cc0mY<2zhGDq7V?4g4j3f279uv?ghNM5oL!V0dWc zqM5;Nn+g~Y`sa(2RP7#rxW(hkOT(T^o^(@&@3DV|+4q-1znG3q5uG1HeqB0}^k=Lv z5%d}7|4ZrSquwry0((dKU;1U?c08qm*T1~JS3u&rPcWaM{t@Q+z~#Da?^bFpf%R0> zf5Pm&ZXsdtFGyeZ=z$|Y&j^z1L-n)gv<=8T+y&03qdpRb`pB>BEfa=z@$`rJ3~^5K z^T}D?_CtJv^95muPf*`-(*1`XK7Rn_2OLjM;iYt8$KOB?>KkEbALr|wpC)^*$G3yL zksrBTUM<<#^8^6=K6kFk<@}0uT-A-DYZx+{1f38cZY31GN3-rS62{&f5-go znxtvwgq)3_Z+O3gVRnBcKQ^?**t<8ZA7Od^r3XtaA9aQEK-m8El~;xqZ65&hEz0Z0 zXyKH=UO)JJd1G;0Tj`Ys@ON1MhOoawxRe{%C(b`NA9raRTr~>r*Pwpg(m5Ql>UcJ+ zx1qclX8F^tT#2+6Q+saDw<_)0oF-p^_yOC${kv6JxzrBiiTo{4H(UPa-a+suDDQ&4 z)xL9{`119Hf&{rL_tI&=KeRu>KtIa2An(n)$qijWpOD^yVvi2}t{edS!1FSMVSN() z2Vsb>{;3c13DR@Ny6Unnyxl&X^ph}e|Bj1tr)iJuWQwVO!Z1G6uR_h1G0LTs`gAy${`KoCxbZ=+EvA z&U&ZYZ7TO?_bzqGd0sUa#*g}S@5kK_ea=+yc=g`TFTYdO!g)Mh(qZ4S{rD4^v6avrKFZe5cF+Jtm4h@~$cRc7P>hD9P(;Ivp2l4##;nFRY560~Q z|Bn124C5z!*d$YWcsBHp`uMP-Xw?g+Yq0-z}c#h+Qr|`FVRhAw!`DW8g>KXB`vaIsPyKRp;u=gq|ALdq_c;5~BL-{;%TillKdk`?n z=h4l4i8t*lfuH|kZNiU7=l_;5R**d`xkfyG!l0jv|Hd#r*S|5W7i<5GVZOxiuph*09j2QAU;|zoVb0c>%vLJ|ztDLi->L{*n5_`aIuYlek2`eNv<0{4kaO8q}nE>I3i- z@zZq@=XW0M&F^PF-SNU;SBe3=e~k1$eQeU>(doX>KI-4IgZc*F2G+v=xlumP9VBKq zXfi%BYML5ST z%ohD$$5|}@s_G<*u=e6kM#R5Y0Ue{%Ri{AwjQn_YUaQgEQULJ+<_`={`4>ZegYsnM z>^>G@p1-~N`NyVa^-SPD`j^+|Cg&@vRf2w?y}rKe+oAb!G|&$r5xi$3&?%|e(_eJo ze&FAjuO|r1zq$@+PU7)_VEER;lw)mBAL9+e;4g7Jg!%dt!)!fTaQpa!6<4%n4@qJE zNEqgCd+Z;}`TiWMA4U8l4C`}5|J`QAk>6cFzBpb1Vz5V|=Yj97_^yw*ehM|MmERnT z;r?CN%PmLAv;^vp5cf|Q=tuua82ZEZgj(CiDrsnNdl2?X?my1GiRUvy$CjvapYNbQ z1F${B@c&)3A1a6W2=$-UXZlK*?{~g&Ny=^MF%0UXeZO(NUF*?(G}qU+THc2N5d!%J7@Ru^;otG-yL^y=nWIA4nT``)_HyF^}HR z`^kMX;^X-L8iXG@|4QhUF%Ia*@(;@cx>$sX{#SyIpyQve4R1bPo1UO&bT9L zpubpN=hA<=h4pJV|BUM?bvs6`Q`=m^0mzpe(o@6 z<5^`d;2+ZeIo{{N`3cWKf3W?}sak0hx?F($AdGJrX8J;ypU?b!{=~$SW|a`HU_3|| z;w_ZN=bKi&4)oLG{P?0YK7R4CE)Xy2i1nW^@B{h#McG1Xc1sWNAIq>DF^q5W-x&5& zhW?EqU&VZfz6brm{t1J9{?k7AQylM?qY>ScwCWVtc?E{qe#n`>-+wjH z-BB?r9r%Uz#4vj=gD|&0R?g0Qd>!Val<-CLe@LX~>q)gm_M5^XK12UY81`@fDTn>q ze=yJIzg}3eZLiEeux~2AuFupfZ!f7du-I^p*l z9`6x`_=?H{ygIMQ`UBdI{e6Gl9zNP+5a~@?0Y-%2ZUk0 z3gaQd;Q!E`8&}4@xZ@!D{{hOcagTpdi+6%@8;ze~w*N{P*8h-SjW4zwxo9>J;xCjZ z!`j53Ch3~_b(%IX9<(pQkndxEgkis&u;bm2x{=T^E zO{6Uel_-*?22vRfT4q*BDHWPDMM{VUN~MfMN}`Yk4W(2XQZ%2ZsYNAe{?7B9bMH65 z=fC&s-p{?~o_)`~pU=|=^abf}E?YPAQu;=)Ka_WKrCYq2ff2+9^bZWP_f-gke?ou5 z+S&VU%~gTVWu!#kPeS|rrfR!QZu?x&ZkrG|ekR7RZ_YI~XO|T! zH&8rcnDuXQ$%>wJu@CSYpKm!Cs~5FnqY8bm`}ud*(+B&?%>wyh`}bHk-3FakP>(}; z2}6E`>-~PZW#I9_>v_EWE=c)kd_nZS5!S;A!}CZV!|eSD!tDQCo`3)5To^g%HT=H{ z-v1)Z?=usI?=d2Mt$`jv(YXUae+dVj^ft4-1^h$*--;OgFY3pSZ$~>PXt=`rhUgD| z{9W<9o7q_IkA6CiIA{3&kb)8M``BCM zt?2677b`{q{bKuJSn)CPParYG(|JRSt=b^uk3hnwwkA(eiRA+Vi7c%-o(;9|y?XKZ z0*Omqhnx9{?jsTYJYk1z)phoL3qiY~f#-7ra^>jzAcA&t&ic(?;0E?B<{!h5|A_UG zVc3u1c~K=%|DPw2>}o!<{oN`iKY?WBw{0%zTOmIX=O+w&J2hT_`LLp_D^PfKgRh% z7~Xei+s@W2ZM!La=97mkehH)(yDi@QA`!kfPyP2Fu3llC2=NB_Ax)U_2LWMLe-cR7 zs%_{O6$|U5=MnSu$t)b>;cmHKnf~8OAanXocF$GO?7px-=7I7wJr5n&-{JaXes7Oi zGemTsU97(X*$#OZ{7;Qw`*DG6{~kwPr*#JTi0w%rJ0nx&Uieg29~Q{YJgOM`@F%lp zf$U<1l?k6_GJRy2`A30lN%=&rUfHbPDv-T&c;nsIqVEIYdSq`O7~M_I1)fL!l#}cJ zbeXrT^j?}@E~n;B{wiI_N0A=6v!`Rm={$z>AHr2Pq7Op7lH!#>?qdq~mu z6a-44e#t%tqWZRY|07TyY<%eY$F(p%u1|SnVWRBN)ACfm5-878zdU7s4~W-jKPtT* zUyA#i2l|ipsN!8c_v@=ZV2^}137Z2#B*EU1e=6G^j2=^L1o@mez6c0|zTo;;yFTd` zVJ;8We;Tb<<;r5$M9pF;O-2u5w!ass%Bg=dIyM#dUt)hOQ0=%aHR7rXw4=OK2m37_ zKcO1v6Ym!V4AcMlG7R!U{!%-{LmF?~j+qzM=E43_T<;R7BIf$5IxA|}7iD$nbfS+i zs|O2I7xx*_P#g{Xr|}*iNh_axy4^gIubPU{XZt>9*#1tSmRa`woJkzS50n>S7T_{J z=RZFA>41DJ&8PA3#L1O9kJ$ZQfu`JWS=E%csz#b{S?*?@*2>leLv=Nyj@>H ze1C-FPq;r|Se3qiz%ckXls}t~-alaN5TB7htUZ_bL0FFV&jL;N&6Ntjd?l#f!Z7GR z%3pJL{>Jl()49LzuwC)Ti01jAPuSk!@yqz4)1FFeX+ABtdzRZwU10x!^l1f}rf1x$ zXZ1FLR?d*>Qs)-1SENtt#=1T82P{;e?+*w%_Rz|mEOZ9{h3y@k?B}{yv_Skq`{8w$b0OaDIaGbw3a(Y_=DDe-`DV-L)e7df8#n7mUw@!5*mHc$R9w;PW6K@%Qco z+Jsp?M408ntR0@m`Lr($8qwXo7@ilO=LiUMc@T!@aedmC1c#rVu7>&y^0UX`4n5pg zTnGP;@uf%Jz=YW=Uh?>^vwLvEv4IV+Kk*RDlQ8%zalJ)A7{=Fa)BcJ0$NDpRb-sPR zRPtE#eQ1IV zP=7*x_CyT+s4b>?iGa0-(EPeaLuGO$zJtEt{JN7H$K3bb5AjF5pAis-_YpB)APnbi zDF0sa{nsz`F@X9f^1qkou7Qb9>g7C$9}GJX|9j0ovgTxK7{pKUeNzEp9)I*YO(?!3 zwFc^YxIVo^g$s*U$^gG?#QY@;`31^T@4?`Py@m_9{PcdEo&92eZ;&tQhyKG;J*=iA zf&Srm1}cFav{jd}^Gkujgig+#rjC-Nda1ym&U4O{jyCXpE7S+VKp&3RN2$N+qy=FR zUvd40n&&p&2Bc#VL)%dvJSr*WT{rkD;J?^^fHPD0cm@woc;(CUFF!&4PFY8b5 zoA7peACqC8?@@nl?+nxaRM2m}y}|?2{!o8M`|DSdQ4*t8#_sP52!p(lej_u(ldmU^ z1pUVR!)WIAPg9CMaerat`zY7+d^*%KhKc1t803ZY6K3}z1+4uk@x!P6=WFGz2Hza>f5yK1<7 z_h0fLUiQOZsGs6~gfRFovmdjG zH_WdFMy$DAbvqRF0r^Xq)q@3uxqljXxBpvZEm`oVNWYod*5U49%OHQk=go}gCDnH* zQXP)>Jq3ipKcRiI_W$b-_1rekv-d67^N@d`Jj@1X-<$5G5C3P5@-tiTakkI%0Lbsd z#QH}V?1ARH-&Ofb*A0+=;Q9x3dOmFKh<;$dD4#*r!2?`&%Y#1Sc!YU=Kp6Csp2z-t zKRGCSlJW!pyYT&8GWuQ&8|Z#7hU@nr#9)6!|KFms2gawXSrESm{e5G2XY*3_e^vr>?@d9r z28ukNCk*#9F#k1Q;;%Ksu@?Lt%ENr;Q{AS@tKh$Je8N0mG=HaKgq`0t&= z$K77B?{x@<*xa9cHvBlZuc2zAgBx`Qfxe>rhF*VEIsAJD->(j98aMaMuOpDJVSY>) z=tcV`%<~n7+5VF~&*~o|`uO^UG~8c9eHp#) z(ZrHH2C}}?P8hz2g!7Hwzae+#=WNg?^k<`U*Id48)EDwOl;`NYuFCsTU&8kqG5(Cs z_jSw7hVV4ft!Ef6R!wQSqZb@_cek{^>Q})rQSOMzCVQeHui#Vf1{Ke7sM`sFhd}>P{X%3_>%aZ~#-sOF1$JX@$*;Pq!u8$mP|};Nx!&x30D)a) z>V~r0r9dz8pD>rdy+X@qZ}m9HSCC%9aK73WGx<_G&nN7)Zv41zb_(Q+`d}X^uRpa! z^u9Op*Zz11eedPnV0;6yeiBx^Px2)U?}uXiB@Fc8`WdGCQv$;5zOlf;$V|@BDg*eB z`r?pSIbOqdA=m@Ti!jI^^?@+=UxZ;kTrb0HK8H8^qQ5_x4f!teZ&JJX;I##s?Ej$z zlWYq73*yS){}?xl*Ei|r1lOEV!=+!+c$1p@WG1vEgFc~t5C(lk`WR;R$1q#}={KC6H*=riiq+qX;Pokic@M13U8^=DeJMPj|=X*gd;dZ%5GN)fzrmt*zl>7A1< z{v9(N>QPAlbeDow!_j)cAM8J4`MteXvRlFbqkhatc@}r3#)I8I5zMHG_p<*M3g?Fy zPi9K#K40C<2l5rv_nDn)l863wfPZvBe$EUot@V8P7VHP-o4MTFOJRC40ZU`9tj>-!)=>5r%xz;a?2)XZ9}!{`CGALp;-O zgY_kPw!wk49vYwXgU!$O%PzhHI?nZ!<^J5&McVMVmp5QsA7Q>fc8yb$dE-0<_*o&I zk1*(4uYWPD2KUd@4(I*i^J4+)Pv7%r7~(g|kJ`b1A$FGxj~jNu5b_VKZ@CW)ovGHp z4%*vbzTbDZx_|y>z39Ft%9AkIC(6@(ZuN#0#~wj`MR@*`mH9nGK%a5F?y;-4yxg<} z@(t8q!t8w?0bzKW=!^GIkT3fU@e=)qd+~|K@{5~z{^kBmt!8I{Ezpnp=+ULuv-k7= zLVk_*;8C(P?v_&w=nv9M82E|pvxFP{Hm=zY^$N@vJY}RLlG^`e_iF@%*?mWWXWfK{ zw&iz#KWJZG^Y?tvO6UUnAzQJ02!p?EgTWqAU#T7R)3{CldWk;&V(`yMFY8bDCj?%* z`nSIB76|WiB7eLJZk;-qFoMg+>+|@d#!)#CAFp>EZe(#~+6M|kk3lDIc_q!J}j zK0b&g>)S0C&rg`^A8U7#$oRJ%tKpJe*^8y|1sFD88aT&GFt@S@OFY@*$M>oP&=SJd6(K`Zp(Q z;?!aVC3rsr$D8xi+xUm8J=g<2@2B2%eEyiD@I1Er*{@l=xMC#OKl0!2=r}9e`a+)1 z`8_%w;V@wr+@HYqx#0`+I@^l&1Gs*|uwLZP+$a5ZcPkcspBTp{4ErJK|KYTA@57-` z&p>+S55Vb{@MgVVr^|&Cf91hZFdh z%`DbPv5}4;`|`gN>J%~{0_4>wmJea@$DwWTTdEIGJIp_*O?wE%6V`r=>H!S<{T~iw z^yB=HAECWde_l_Sr+HAN+4=M-U-&;})Tj9$^t~4J(^bo( z^#(}yeBs&Z!u@-IukVi+eYC+Iv4232gv1oD#q4_(f`I6!SM75j$Z62{0T&i;zbJK3 zlI|A@0%{gskPW#D_J;gipjoFY@9`VrJ+6Pj^bhA>&KL;m?JJf)VP211;Cj$>_u((x zUKfPq$@~6r0sTjL5eEB2`WCF*(b8qp5U@AGN3${qt9*xcT>nDp>A_N8Q^7uQ{)L*e zgH9(}f&LQSCI7&&r9H?W^?xB^UQZ*;?Rnujdyj(~A3!}0T7!cV#qh}yq(%X|Hbzq1q{>o?-=IxzwrB+GCO}Cm>=T{Vc-YGOTv<_w4T5&FE@Nu zSq$+P`4#AWU+J34I%PxRPhj|A)#aAO5KmD)fsql?-&1Q~e}?=E{M2kQ^{J2CYleSz z{<%f*p{xVzj~LEBkbjHp);~%)G*tOF=__IG9|^PjZGuHUV+R<9?g#m!d=@R4raL$K zJg@gG+COn%X^&~_ew|>^qkP+juOGplk={j5y?xW_^11vMy||U4k?9Khit=EX{!c=% zc&v-Iz;i$3_xLFL(lN_Nmrh~EcsFVbo1gU z*#98?K`S3Lj@@|!>>Kkn!qATT6qHz=esWY4)F*MjLKy5B=?U(b?xa3XbpD3@3B&v- zk6?eL=ZdepLB7!j!+k%bKV-OC-J|7Rdz&rc+NEPd|1N^PPBoL^u(W_TK{pD@T5 z>0d7Ys(nD=NXU0_KeSxQPVuq-B5rTXgFEzh${!)0P4ZoyIdQmMyI{~Sq-XhWyDsl1 z%Yc31etAXkpy@^yui<$cvHcN-`~>$OgrVMx{9x^D|Fa@gvL>o*1FsLRJbh5BbiqBa zZHs=lEAG~SnxZZ}Sd-iO2XFzGFWryMhd{TQw< z%UVm6wSVzrUybn)p9YHM zMHu{r`2WrYgdskleGvx#i2B9)v-=~g{VnO^>Z(tLWe1-@euDfW%>4;ro)4{&Ka$xz zunGJV&PN!|`_bOlICOtrR$R^PpD^D)tSOVuh?_l~$MZFpOb;8M@`w5fu7B<1h#-m8 z8~Odhbpy1*H}vPdu4MWbKxzZBq z75IF3W&3Z-wQ_iV5dOyL>m&PqV9)4Z3A6953kY+4+?c2_cwXNt{5}j};1BY9W6iMv z;aU-}UqOB`tWWk6F+lIC%4|)L2hPVZyZ=F$#}n4>M(bnkj6a0oz7gsdYp3^91QCZi zAF&zl!tFickY`Np{OPbiM}J3{=T8yYe-b~*Era?I<`>uUF+FAUJ43i6d zuj|Y0FR~!#)u~&{K;LkGLzu_k$m0B#TV1WdKcId@R_2|R|L~A~A6URJt9Nc1{_M1R z*%`>sQNK3rioG>GKMdjx;X4ijE5C=}U-iZQXA@$Ghd6#z{_J1V1G+%H1L@x!^J87p z=1IK%v3dJ>HF;Ul_jr&WTO`IdRJwhE`_rgDTlD2Fb?8t4^1%FrF!aau5r+A3{4F;= zHkc0e;`z{)8;vG1$3{SZv}eNX|NaE5eHyK2%ikdblWwj7{vrL*$0gH>Eed(Oj4t-x ze_>}lw|Bxk-fWdOoBMf9AMjteo~_+Fmt^|dfIhUv?EHt?`FZhHpV{GgUFU(m1c>=b z81%*KUkvh|-UhS#MeO-J;um|K-S;63@+W$5KJe#gztj%r^BC`9I&FKE5u5_`6VzYA zpijte*3R;q7~2fbz;TOsydVtmoBCrr)Spm)s2%bH?e>oHKy*^@o#GG@xZCv#g_>cBY82F3wXPE7;VnYIC&0R&`*T8nd zkdGpN2*dnHKf_FZv1cb){h7EyiR}ks&z*TS=6DXs3)d5;;L&Grl%~{ldOoh(ZuK)C zr-44hx#4*uWdVnK8N2HH1_+K24FyHU8 z{>)#-pZuP4fAVs$-%VnEF19@fBTSIR$k@TAU>kLZJ%mbyKT5V(1-fE zJ=msx-!MtYUvPcf%kP`c@ZACDKRDiw;d7pbS{nj=*uEp^>eI@zOZolpon874xaNN! z{1cAHFguUm8T)sRZ{1$7H`L!<>$-Ir`KJ%pmtC3usiUgoA>T!QCazgC;kqy#_=Dpm zCJHP&DvAD28|{@a{2x5>i!l4YKmlRS@1&HIA*scy!1%F$((9!5A%$`0KL)uNKw-BDT^18*niIwt2HNQI`aE1dkVS+?y#K> z<5N3gzTT9s!IKXN3?QDNd{ew{%|0O95Ag~6r^N63c6-|?u%F>#`y>qi*NXa0n8&}A z9hZj;O8E}^V|sqis2v6$mU8<`5u`sbws-^Q<0!Aa5wpTO)R}R8-1~R*fH9>fR4d6+%1_1cae}hWf+WS-qQK z`hGX-5B7`l+V|q{vy0}TU>_)-{lj{D|Ec@I@2{lF3>mZYTp;IXs;qetN|It4Z zhI|g?o$4AKkYtz4{X1dEhjIMWdEtwrjsEcVgFeTvx_*;~dJX0qgu$O9KM3>s&A}y_ z^)A=;!g_H3 zlHTvKN#un{kT3E(eTw1kjypQTc?-&)FvK%lA8Tj%V1}R9K8x$!z&|0q83lp!L-i_n z|4bcunSmLn;C?BNpIK_Kcf9Qo!07)7L%vV#ujPN;)#l&(5FFatr=;V_w;+F{|4`z4 zBlWKW;2-8Egkk-7e~@8TzdLknTi3_|n$REV&oT=+NXphe&T$bIrc~^ZvWvKp5gTwr8teRzH8=8tz{Z9_cwSUva5) zH1R8Yf$_Pn)gPc9fbz>eAmzX2rRe`|kiP7Do%79}_vQCX8K(bR5acN9Y=4+m4EBTe zoukretj9jl|FPloIfmIfYm?t_dUM9kxFo!<$n`yE%7`D|pUjY;|8ErJ?DX7i66Xc; z<9c(-%X8D$JO+P;`aqcT^N4wVSVDy8`ym*=j*L99)+jj!{1M@xJ~QXJDTDt)`#ge} z??;X-ztuFz?-s}d=R2~eLC#tF4aghylVK;4KVeQkYgZ@!9y#RK`&7+B$XAdbgn9lz z82m5I_v+Tr4cYBrKacW1s()foyP1`8`n2C74C_PvJG$)g;q=YtWnU0~kM7M%H@~|c z{446;(TW{fcM>;4{1LxjDj*EiC%NKJ5*wc)jxY(l^CJrm8|a%JX>C+v)An?s0oP z{>ZKUZB-W@PxE!Z`KC=hx4zdcV;I=tX_YZ+tU)wD&1__WsFsPi#LiY<9MZizB?Rh4yg5Hl=TK&k4L2bY;VSd!VlWRf~KUBoRc^J}57}`a{u8GtyTi8{{fwXaVyfJw*p({TmKz@%>TJy90Bd6+}V(8Rc8t?O~mN z={vaJi2aL`f4$6qvilaL9g{~{2B|AINLY%;V>p2Bi97ahl4>{CioMSPw9^em)gUk{Wa(KqT9qM~n52kk5pWuBM!tj4EsNd{) z#$UqVuaSP%pWSyo_hgm5T+$eb4`?svwId!*E3~Vdziov7_c#%AEv% zhw`~t`%WWW@t901;Y;0ub{*XP1nPrh#p`2OOTr4V-|{Y|jmyD*_WBn?{T}JL6nA^% z$g!8(?P`bdiZJkV8}`R`;7{1U80y7~+h7NYDgR=KXLkQ$um{{<(D>4O=)Mh`Zw6Zr z%{PnDS2S^TpZ)##dC8@F78N_vCxLySye_?tO&Wf(8S*pa*X52UQgXI>!+jE5A7O59 zm$eT*YPWDS3^Yv8BKA@j4(*o$j^I?YB{(|8UT3hX zPxC*xyIVKk5$cy1{`O^4=7tngHk9aSm4gY6K-=`8(#ppfjxoSH251g-R*Hvx* z?(cX#y{ayL^ZRM@xqrMd?1o*qYYwzyf5LqKb2IeQIXV@XE3*)E4`(3Edw`C8E@`h-^{Oj#OPd-Ymu?G5Z zJ$EF#)K07seQzGezhemLWWQ;!zeRo$=K6eR;}@ySZldouqC5x#zX%_Y*44Yw3FgE3 z?;PJc@6xUkwJ_HHt^b1;2QGm=qW<0Wd!x0b?|bkEIN#l)M~+H&-pc+jL2$3{rkB5N zJm>tmXBQv)W7!IbFF5|a6K)HRKCOd%821;1We?K&YFs{kANo#oUl-}CS=F<8mi zO`rY1H=X;R`=_6Jt$Y0i^as~>zx?mnAgLVCXUqo(1O4a^S$jR%cWuvO{svlGdHk() zy0|-T>ISawwIL1~I>AkRe^MK%VrrKv`ra$bmoS{?;{3HWr@H@~8x7AR|7wL+Q|jy< z^Y5QLur4?k==cEWM|~hHyMy@kU}v9QdY>1={vGpw!Z2PN%=5JemtS_fGPMZSkN%1< z(1Y_6=JA#=_%F1NhjQyy3JQ{7zliVGG0gVk4?9lp?{F;|?jPd%9%j#Z@UC(S$OrxZ z!?zVChfV&wA6VB#E2iS`I>_&Fe@7Vjh5ZThe3CHtcXd(e-nQXV;D5@+`a)Rs8Of6{ z&$sI~M^_b0HwSw~e%2*6EKPC>0e-E-=Me*ceE-ET-^4aJ2me1+K+l7{^!&FS>=W}x zYKQqS-Z7lX)=TppW9vl>^<(;T_AnRUZg~{Dz*-+x{U+?>*=*?pNv&!~JjMH(~CNA6fJ@*OPAL@#K-+0zH$_ z)8Tv)_XmXGJ|;d-81^$b-=nDKj^Q_^06)yc{CQN+VeN&=EZ{e_-+GWVxAqv=8`AqY z_DA}whigGzXx~qIDY#z#Eb^Dw|H+`?%_%o!L7&mS2?Kvo-&s4m??f2%tIhM=f3oL8 z+P3q2?8%t;tipjFpnqr|g!%sdNpJ_Hx_~J_FU`MhZh&`sJE)K1`>9W^=I-rixD@mQ z?d|D2he=_pM@c>+|MGO<@9j?(gz)pTr#b11-oM)k`iJ~|rV;)mG4QgIAMxXv&mnmU z&EsGnINo#Rl=u_&zq!3W_kHN-eld~9*XJeIy$Z%f!~AH!f{k;$C9GD#`jOwlLBmE* z(XEGwM0i5yz#e~k!u|^RB@FyMF=5_v$UmsPsMyKU*AVmx^A{mvkPq4uVd#(i5`OAa zlo4$J^*riNxQN#CqMh{E5Z`>rU-5aua6Z=t!~HW{FSX0Qr11$uevkUX#$)f>zL?*w zYSl*#?k`@fo2h)t>?*7m>0y}NXCw^tqdqgt?sL7kmfBOfZ?VLdb|{~hIdV&<#+`-x zaLBKhr|$2Z-NPL65#-m)qO7649t?u_|8P8pm(qF&^LoU~TaT=lj9&=r#phpnoN>8O z_XhG&#IG%bV(s=S!1*J_lh*-hN>d!i!}GWvhUt6a0>WHhU;jK?f57@Fk3VmQ{Qf2x zuMPeH`S&Jx^7U}14ZQyQR<6qRdX^ISb6nqBg~ClX&vHTkke;`DoTt7kI05I)NYC4+ ziObCYitdwOdxQK6pFu~}0Q-sUpD?@+jQJvKr~gwHG?;V{Y>G06`U(0c!k`Z{o}bl6 zk0tJ)&-i_e2Er`^U#LHX`TLLW);K>}*W)6{5AEgM-ph%5I(UM7FrL2ekhs0D!V})t zLi>5|R*?NCXeszZr04zeJEz7KP67Kg7xRNK>^J-Ti(!9-{^R|&x3MZ;mh*W0p#qXF@juvv9ecd_iSiNBpAQjPA!k?jhxKFoM|p|uYrkCO`cIgD zzu@DLX3ulgTFR_`O&Hck&)b-4jcQr+-*`ULgQhwk0RH28KXnXNZ_KoZc#8b}FD!NA4GlrwBNd zO}z*7>j(8(r03J4T8X2HQvCgk#;LWpy2J)@|Jk^|d3eSyC$LAuK^d_S+Qo6y!neZjI zHq|@S>|e2j*JqmEn7CZkmFD@{XSK+KDqasE-sAY6eR}I(ua{x#rjAX^abyiG0f^G-=dVN`d6e$vwBI3<-Qz^>hDmGMt|M1P)_T^ z2+{rp<@sG&y?0C9V_t9lKKZhK>$K~jU)cY9>~Al}uFHV`n9niH?pwEZvdA^~@&)9N z{(&&)2kKL+Nw?P>1|Hz~JYjAht)5;QIKk}1dR!<}h{txB*W31}(k7G)KKIG4j zWt+0S#=Hjm#rb~R$(WZlLKX61q@OV88}|Pd^3~6xLniDeaewpM`{wl3`F^l|tcUzL zXf^EqwgP^Ch%mReKjp9Y4f|RG{6KpDynMLGyj67n0`=wZ;@roxo6ETW`}=d5MxNJ3 z7Egr|cFMc^2K9pZf<*Gwx;Z1=>-x4boj?T>_#OLusU3V09x zS?q6wlFv+Mrlxa@g5Mm(u{-IdD3`4tEUxl)} z0$RhXT*2QX|74Skx5@;@%hjO131#zsUpljD1o#W&2Vu}(vAzlA2G5LsXfz-E4?Ztv z<)T-8{xv%v6Uv>^SvT{x=>Mg#zx;~E-(G=+pntd?g#)fO^-Ekq|8YHpVRjr(A!BW? zn&Tm0@8b9)R1l6?)c5QZuxGJ72o*lb{GI(+63#QQzoOR37m}S5K>u)jMU$4(x9^Jn zUxC^YvwEUXv1FO9abbqMAx?#c7OKWtZC@MoD#duiBjpgfef$$YiaIV{%^{ee)$q%h{4Q7`6yg(_}AUPf7r0)+ zkbmR+tUaA!FD1476GEUL^;31Z$vWl!FSvfINt{u=AQbKYkRCOK2SsND#jyXx^{MsH zF*_l-74$)z9|{RG|0`7UZ8dQnydL<0`k{71&0({e9gHvbmqNl2KWY3Ix;xxeBH;gE zkzV!W5X(1>#$f*_UxxLlzxqutH^-sXU?2EAVbFKfzxG?s#2Pl4f_|BZP@ z5>{g4v;Oq`Th`9@rwp@rB5a@fbyLbA(f7V^{`T)a_pm(c1mmN>Vt78SU!zy4rpH!Sb5B7rg-CV@);-B z8R!w`ze2*CpB?TfD94VQCB2vUt0i06?Ygn(emC-4%hNr};e8s!Ka^j`j#|fxI!A;3 zV0%Y{txk^j)ZzQpsGl8Qk8F_YBnS0dQi6X7(8 zxHecQF}@AX!Td!?{UKk{ZPPv<@AI*Ch`&f5>;Ibg$uQ-c!p<&Q>w7tf;w{=^=M~>A zTei;u{YLv?nC{aHJ2&6>ERkXe`5^L>Fw_rl{e;y$m}|izd`@n{fgVJefCb!AJ^0Uy>y*& zT?qI?98bG%hxU8iw}O76erRub5$(Cg8vG;ST{m(IR_24gW4zEt4Dk;6$uQm57xu6X zc)#Jf=>HK={|N*C(4P^8`y!Y>FiiJh`SWSSAND-m&t~mVFGK$5Xzv=9m8%Ks7vB#M z5{C7lJ~2$^XF{FznFeYkLP)|U9=rma!Jgd?V?wcdMI!&+g%fk~u z-}J@$&hTfNzh~Eq^1WlQ^Wq!tDH1sC#~t!2hG@{d&|7 z!t8uS*lXyNMe6OIgM4tky{2^eTt7(UA5fmX;`ZKNUho$FADr6vIxfCnwN36d>1Qv* ze7;^~(=xODRzv=P^Yv=&ntWo~U-0Lse|kx+L%NrV{@)4d*E_H!*jKU<^j}(z$zttZtAbz905r+L6;j95+YpMm@z6}t={J4IDkFOmAqEnz=O#Kmq zJ|I24WxWoqS80NJBl;_b={~!VFwl$o+FM6^gNpVK&`-h-$31#}M2g#QpY^ueO!a?2 ze;l7M#7pFFpHrVL?eYh}{SKtB&v*0Q!38SdFOeU82Sm%Xn=lac3)}l{9C~GNziK{y z-%O*?4SR3G{Ry1EZ|3IaAGy6D|H1kC7C+Z;$>;~~w-G*nUim?N50Dqm-?!<^g=bs0 z!~JWNuc1?~QGHYud3-VaZm}Y&j}3gk7N75@J+pMll|-oD5bpJ%OhvLi#7mTKKg6tl zF6>uv_oGB7cUV8h?|#4TH(u5e-LFM@jovKYy#Col$iI*tW7QLnJWZWpy*Qq+mgl=M z!D(ziDl{J2@A-nL^I(ste}p0a5uSZ{%b4yJoS()Uj|}Z$ZOHYFFwZ}Ya}T*qUE2cu zM1C8W?^(ZUW&+%=!Tgpm+&{$q8N<^^9{nW_3{bT`&hwrAy$zm61?O}7?4Npi*5EIn zfPVB3gkgQ?FIhXipCKeHGl%%g+Ua}NtewX3Pq&DsDPOpdWyK`JsL=%3QqWZVjUE7a@HE@5cA==xPq~ z!1>IcrSEI{V9D)uP>QR??=2$vB7K8C_OJ7EE`aCJUd($- z2!+#%JijwPZ(Z5NOZ0y~=r0K?9w2#{U+}J6^-G%b!~E9YS4SioU_O+m`RzR+ieX{w zeO00PTZa?%_a=h;aXo|kO_9G*n+N_8=_3sGiS!RX9H)O~aE^Qk={I4h7odHzcBYSn zAwJOfh4w2ueN}_{C9ZGCfr673!emyT5e~_o`dTAIbl(*F5BYvt_xC|jeG=_!sKW4f zcUEkL`yGUBs%P)Iu@2;m;|(2WK6}t$MfQCz;n1nK_dl+c=KHsyzE`tcLnT~>Nl4~wm*Jj~{)u@OVGcU%$`wZNA{&sXgw(R_|A8 z;9t<6j3n$z{3HzDx1j!C;_AIFE`;}=P`)D(v-eSjqq?{|!PQDd8T?+8aCA4j!{2oZ zp}v9rM-R$eW_0Bp*aPyDFwf6MAA9=Iwc7r{@+Y|Uq(1aWv{uc>PYC1 z^o&XHu{;_!3dSdVV_@0I;}fA>d|n|OgIJo?uPkNv3_3o>ANDWkzbuC>Jh~)n5yVsU zuY|##(Oxa1wchG>IK=AzLd%a=wk^GTRzaKQv(i3vxMjR6_=gCwJ`e_d!0`z~e8hM| z82m5R6BwrdI};LS-`ilA$1~QSzOTvJ`F`I@Z`zN^3CAHmApKSof1L~{U&8BIR{K7E z_!IR3{vQ|HttFNBr)8&uexiS{Rw_G?uPge0ZLD8dyKTBY#5@_~kNP-PVb;yh!J+K^ z9pTvWitpAtPsmIneHmMKe~Z1`O7?z-aP0GS1Il0KbAM^0usXj>jx*>d&TrE%`SZ?| z>EI7h{}`^P@d!h_MEzmybe}|M^Rm-RB|kTwkBl=vD|olq3D%GO$Hg9PRrCK0`R_8Z zd>E$hzY7V2zM%XG13xeyAPoG&{F5-8x1qmb&%2R6jLY#Z=s!Vp-v`$>-f-3z^`X`6 zCb#n!&p&?Z;QjfTXTU$BzK&nnaP!-PNS;4T7-*7`VcWp%fnk>4OgLHnb&RCw`(*h1 zgu3Q&nmY!9|3-RjN95I9Kl>2uk?`7Y{@2GHm%T{X&Ueg|4)y2R{cfS%!y{j==QQ#7 zU>{-n`D%h1)UWV)hfW^FNlPPT>Hmp@4#pF|XWF$wK7sQS=KDp5xm9i|>nDKz;QAf1 zf(%|?T?O?R>VGjW|BHTiIcAR&gKnJ(v+M)(6Ndg3)t`{wDNTzF~SFgdko$kW= z(Vr4lea8A@JGTdFSMEvcbDFZMIehRSxw*uDrr=IKAY1^kjum@^K%=f?3a{Nk5Pxs*ZJ1zH0r|X|aNJ&xuX{U$w zG!7EI-y;9WlUxI)zEH2GZ)32?(O|vsv{epFpCe=4*NCKM`x9c@>xy))gKt9`x8Rv zj!gwl7M@`5sGrW-yA&lRML<4|`wxcQNZ!svW_6j^dWF3oEo7M9FBCdA)?Pij$^-V> zIKPXg;iW?h%(y>s3ELkj^Kt;_Gs?pyUAy)1FBz#0;9=k=WH?d6`dYK`hPv$+}D3Lw{O=OTN@`08wU9i zw!6vs&KUna803fiax=TB`_yI+=sT{@J_d9`#BHa zm7hJn4wKR%`aGIq##W7b$=*j65@zqC31`XNN^^0#1Nw>jG^^h3sp0O8DsF+Ulm`zJ!r-os1XCLM+EMBzB9 z*D`#bU%UakhNI^I9vd-j;`c?Hf} zdG@{!yf262d#k@yJNS%$&rs-HGcwD&WjOdh^hboj|6{&J82k^8M;PJ_uE(d(@$tVW z*Mk2?{bcwW`3u65^ggW6C(iIk`ISb9$Mk$s?eLeAhj9J$xsxtGb=_xJFXq#PLEkX` zvG#Xl&puDgHU&-Q|K}@YSV;Q`hSMk>Gd!QshtC7Q&_7T+oR1>EeSUpD+&D1|{42%- z-=pOzwyHfrp2#o4@c)z8e|Cp1h9N!lz}k^tvyGPMX{!x{ctP!x=Izy+JOcQO@|Ycz zS$cclGVq5uK4C6z!hC-)r^oltwVN%$UaMgdr?bZ2>Zdy7zbGF+V`YgUQ#8S!5gw?d zZ;~MTKT7KF7Z#(hIG^ta{Fdju%dY+Je9bR<+q*sIyK(!T>l_oHvhWMo8?JxuyklJl zCO?P$swy+sL`8ThJG0gnm zf@Rysb?-O=^c(GsFz6fF17Ti&WbMrU7pxgM^Y|`*nX#k~3yyrcVzl-&JdgA*$g})q z{pu&^8{y)gM|QL>hxmm0vrs!Zr`5{1E-p$(R0 z_1T3BoeH!LuYmhJ;`cX&3k$psuDRM9!pD+L-y#GocphRo}J2(X>MS@DF48Dwd?9z2ZFqiKZHRa2%jmB?0D)aoY$bd z7Fjy3=u}n*?O5L+4D}W4PZ-W$ssF{{9~4fd!TdPiq7NmG9UF|`em?S#FvLI9_r)$h zA3JYf0R3^ji;L!DReTJB`WyBq%;WpwE6e|c*(!lPp+6-o!|qS9c2<8`qMUy@+ z;U#awrVchZ1@fczcbosFKVHi3{{(fq?HY7L^!**wU&2t2!TyA~JuuAnw?Tu1mYE5o zRara=vO1epyzCvw3;7fDSgy)+j3wl!D34%=#G?M=xAA%eVel8YzTj0W!?Z?QfbR>mL*e_J{tKFw|dhe8ONa)ZaPwc#9yN%Rgj(+UjYW{Q=|tDI{R`AKC0G?!Q95 zUNJSZF@yId@%g2apA(N=8^+_uQhC9yq~WDNFVeqM$85u|aAS}s@}FUPKSa2+?}jfi zA?IN}T+dRMF9YBYTVX$i^fFA}LlZ7-m3m)(Nc4XtsL#uKoz&Z}(G}!_<1>7X#$%Y} zZ_8#)*wk))8Ssamzv?0Pn@+b!*5SNZcR_H~ZhmM8iiHm;xHLWYl9t zZ{@SVB_93v^Yt_A!}?=8zqDrk5A46zwpYls zm7RHhKp65pj8|*z2I{!k8uRm!wGXx1X~u4V{Rxh@uGgy4XV#+cs}Qce?DfFE8vG;D zw+=CkPwh{14o#hK4dN;CZ{7PZZ(iTt4Ea6Ei!j(1+SB@BjgsXHuRwf9de%=LYSCIW z3i2@h$m?Ogkk-tFB`1OE$f`K zKwdcChV)7&)8p>2e?tBchI%zVPZ;zA>1CMRry>mNr|~~eT36RN2mBrKV*_IFH#lFo z&8F9n_MU`x96x-veyiQ1Z@^ESKYY%mr@h`Bh40(>i0zHxIjsM>_$`ttBL9#44d1xo z-q4QHviE2{hA*=APviYY^_~FZqrQbVwmgcj836ti`AHb^WgKr~mxmIjm2Ny=+UV+B z;MM6R@E4!o7_J+&c5o5wCs95T68gb^h08(TaeWcv8WZ~re*yBt^+#;j=f5NH9>^cp zN0{qRq*}d3(Uc;nm!o||CO*@@+5QFSFY=pVwttMQDsdkk+Xdu_<44|V%zYs<2*#uS z4{W;1+RuRVf23zq`((xRg=4`#;ra-JJ-5MJ|28dMxVmuJJO!4&Y}z$C!l+jCz6OpT zHL?G)fq?XcF?!0gLM1(;_%lZ>!MvT7;V?WIH9r&w_YQ?VgeQQ@{6x_=M}*9Mf@uM+edS*Vw*gXl%S) z(`r8cmdO*Fx21^cW!QgCts_8w$PdCmKhnEp_KX+ja=OaKu=dT0gUz)6Kt6)@ zvZZL4W}UPf)VIXn>ktx#@v%Ni80N?N0mJltJJuic4fTJ^N0)1R{yYSIqxrw={*a`; zmdh_%<=OXX3L#Km#{SWo)uX003xWT*o@o1(38#WK0Dmwa-zq<9>J^nd7!TVS_GP%o z^M{%a8mdpp9=7(0v>exdH{=^=Pg_T{%9z$$!Tm*?Z|ii2zJIT&%CdS2VQ#NmlXhx1 z7;J|1qx@q=bz46C{4&_z;Cf;l>@pVFD}(-5i}i;vv>W}4!5^SLvHrDfF^rG)OYN|K zXfr;@1L|~2@U!j6_roz+`$jE&HyG$ac@l>CQGa3wx%fP)dI9G#$iG;d z&cXUxsoWl81BzE|9P%Fc?I@<7;fZwqPZ;+5m>&~{_<{5j26~Ww!Y~{96NXv7LKxPI z{yjE))0e!PL%2U+_%3@s+dQG4%2UWkaQ_&KShj)mG4`7A(`uz8>8>RZ= z_s9>1Sv@*#{I^{;PNMst$e*~p;FFn4>SS+IenXh&Kdilq^eL{ivCJ>xB-B%TiuuLx zBC?mbYOmzttT%9ef$Q6*e5-kN=rf2f$RCDTyxey6_Pe~ZMhf)(BH^}s2WPh=zl8o6 zj|ubmA8$27DsTKXzJH4!|2H#a+h_0>xZZf%y;81!ck=pA{EW5sL8i4}KY?O;-?**1vAzQA8~Kr-;ye0T+$z8*zl50|hDDW&&d<;u66#((o%B=@o=1J! zk=ZM#C^Q=K1MI)^jX{Qn>RSsTs^aXpFWSM(d`yAS@45BZh&A@I*BxxSF!;PXjxhdzwoy_x5S z472w^2m?L%JYk4;s4q!2Weu;-^Y5t$lja%xF0MJE{7w$fD;ZA1|LfxIIaJSP?Ly)& zVIB_%E3GE^v;OnR-z4o-d-2&s^#5zgvYkfGl41TOxyx(qh*g(h{kWdw zp0CPMZNtEyVE(}{yYG@bEW5_~+a|>WD?W&43={ zA7Q!vG#+7|ZxL2x@5iMSbzLTBayI1qNUC{hu@ZU%u!>nGj zw|oDkb$xe1JFbT?=ok8fz3U2>Njj>7{Ud+&z6ws!n`;980`m>R5Pxueg#Q~4`-6Vq z`1{6qS^i8>gzvwjeD}@FNIhVChu60lrvI-N?(dv6IH$5oI)>=kKXdKTZNtKW9^@Bc zi0>HhSUY>)iZJLa>ev2HZhyR1Wx;+K`9WA^MB8?#528L%yTS^JFRAL%OZP~&!1}R0 z)p^X+hR!XpKfw73!+P6d#{bl%OL~8A^@Q&wBR^6%CtOgt{}S{M`F$WKuTS}?lTdHK zctM!^`vXtHgQE^_f_x6;anQb{M~~B){JbS?M3w&Ga7W-jwx?OT^t5vFg!nREtPh0Y zJ|v!369)ak`-FtSAK`gCYiIjU!k~}HzqG(N2f9|@gM0?%nRd>;xMQsxwB!2I^}p+$ zK9bGjQ~IsS4I9>$0DX8~OBn7);(Y^#Cz5|7%=4QJ*M<5j>)XNk2j-6%nei?-lr@c~E!+KF389(ie&)%$o{VKi>Kp5nM<7W;ucJkY@ zOop9TWd@suE@`|2_J+?N>alQxf@CZEe^=q5qR2|c*4wZjM0pSf|3>)slR>scYvB8u zXg`MttI+xmy%P3Xqxy!|8?uZi_{`ck0_sipd{(CJDA&$apbuz|S;c3IAphm{%dBeG zKdQ!O`TjPmu3Pic^RfKCVpdD9U8Qwb;C)-9|8T#Afn6>dfIRiZ`a&4=uV)*~;>}_6 zP^ap&8qjy-=VAM?W4@K9!v2BAL(Jc|J?#7;(y>}}{)O)&F;hqwCm2`co4 z^J84^;pR#1ho2pS{0ryHF=)`rPOgOd4cZHQ|M<6W*%w|P%5k}o`FvxYd;`&w<2G_! z(7>16ALX1|dGNw7ZABNdznrF9fd~EesU6kWBwjCJ6=P|XKVkX0c6-~j>r2G^i$T9U z{>AV<`P4S}80|-BJjjRo{@V`qDbxox|0l9Hh69P-BkM{!M)}ytv3%vo#mOrj-fMuo z(Vyfhot*h#ib$W4U%A@nqx(k;S2QDj69#{b{LOXwCHQ_K1?&OsD|fctkXJu8DQ3|8 zx#tv)oV*gr<(+#kcU?l|dw9PS<(>N??CPSy{o%YE`E^wF)Z}FaqW?EQe?gevS2;TH zNNh{QV(<_6{Lxh#9pruug8UrmC(Q3#AItugbEtEKQUom){g#JN=NK0TlJ@KB{u z>L{L%69#&4{m19Fmd#Pw0{#d0uMFR%czpckjn2k?qVq+ZKYz?srPV&0_;~q?D(@Ov zbb$S+idbF@)AzZB`TJAGyEu=8c!TT7Kd^A!{HtSOJj^#v+z4yeZq-+~--GiL=KH}D zKi|y%wEYj{7r4JKP>k(%;qeWAUS6=$s!r$j9?&MFub??-sA-=|+28d_Q;&{MnUvFRl=K{i*^={0e_A1KlvnM$H`pL{Whfk)L_@!UU}2N zp0NL^Aqz%L6ZGNv(J33l8jtxWKwhZ7gdrZGJraiTaD3MPGsB;^*gNmB;Qq5{rH|pd zUAI&N+M)gs27AYRhGC(Eo|ylHL0>VSV$aVb`io8oCx4k*%Fm++^ZglN@UKW;u|{yh zqmcvJNzr*b){Fci%=uXyBysG@L(%=)xtiFw2C)VVLb7N>;72`H|g+(_a!Aa5tqPO3{hhGC`!)Gt~iR=gc z5yQ7h9%ufPy?bPP3FM3NI6L{?#fjrY=b1?V*`^11dapLZ{CMB{+@|}on%gV*e)8On z&Z$9yg`iJZA2?T6`lhNe5B?t!=^+gM9`X4Vmrqr0{%=2dKGx~HYqIG3l~!W;5(a;Z z{(vyohcc7uvR4mY$WNnqLKyT5?WfG$*}B%^71XOx{^c6a6$&cWasOK$_8Y4MUoybP6yhEBC(PeZsYn!TOztVV-;VyT;%wga;=-R0 z|8f6O(c*k8X^-gtfN=h+o$JP~{CpVZ!||`q89KM%W(d%O?Uiyj!mj_1tLqNP`TPFu zrGd%_DJl(0D2mMN(D7zd3S(bYF}ToOt?P<=Ewa+31aZi7=KH$zIChC3xWMP((}mLZo=%D zt2qB3tty`X&bvFrXHzkM2?IZoKaYMs_pLs0RelNGUnC6c!FbNv7nA)FhWlgqd}-%^ zMc4FXfqta7w8sohv*uF@eTbgYTle;_EdK!fLVYc5%`BSq#u4&$)SogRZK-9R&w*ZS zFKbL3*|s+ns>3MX@@bDpU;P{izpqI6ioqPbis!|Z)L!hAo#Fw@5h^S4`5FN_5KAwMdHmv3GX_nqgj z6*g7@JN@>+_?BXM5C(n5`59*NAq@3zI(o@w*~7 z?rMwCFu-UJk3H)~A4y*a=Y6=|$F-GOHWq849r^b}*ST(NdBOKtg|1*9I38i}cetLXR|qq%NTkx>gFztujexGd)zhzoi0saQZdltK2ec--}Kp#Di znBV7p*4$FM_dgqm$H?DGxtOg^^UC4w&|8uQgW0p-%0e^@5Aq?Xgi223vO43KdaK9SoCk*u(oS*fl z-`}ozZhzjqFz*4ck32uzvUlsZJ3tT0^Z5)>@G%959XzaT8w z`S9YTD^Nee=U*fKU;i&TA*-K@&Lc3MzD5l4!}Sw}_<-_xGx%VB_uc6V$E7{Q{3p!y zhv5sPe}usvP#@oH`cyUQ-eWG`H_dP6YFO+X>{*1g+$CDIF==s{WEp9n#1Aw16-}{Nt{SCigg8dUd|K8Cj@s&cO ziZS83&hs|+NQj5`ThQJaX5Y`Mn-i|NZvRK_|LP9t8b^8bg7LPA`A-zc5@t>#4UqI`~`3E#+3S=lY?Sv<6q?^8C4ejUevqmV?}0KSo>(akw`D z_=)^$aJ4_#(Y#uQeP5$tt%t{k;H^+U#q~4H&i6l!DGG9lk%jXIl;0;|@$?fCpI|;0 z@p>3eq5P{+HZ(lAdLXZ#H2&8o^vsGR?vEN@#GZ9tu?6B8j@S6dCDAc-E^q&wIcf6J zk`T~Wp91M;?d*MkFTT6Gm%kOl_oH#VCdtJ`1)G1%AEf7-W(AJxep43o6WhNI zvGFt*7Y+PC{UFTs_p8n8Q|Dfuf%(y2e%&C^uORy|_zQYIdtKRoW!3z=_3M4@w`0@R zgZ`mCe68$MUD;UOVUeV>m_LNU-tc{R!Vpg|zhdqE*?jms_#0d=>(AoR*V?9O9xLi*bH@R{(f+>4Squt! zu?g~Fe4a4u-!WhKraz{$<%?JF`!q<;cR$Gk9b28i{;-}wm_JV#=ELz=JLB*7NcI1e zYtkSeq47>Ei&}R7G}N0gANo$1ou7Pv-X-Di&AZ?~&>u9PXzE^Q+yM52&o`eRobO#8 z0sDJ=|A=8d@`r@MK5;#SA^&OjJlCJ*+n+1@ERchEkNj#m6uaP7*mZ~($gdx2xAz+y z7lQt`!(cyz&Ee}cnWw?t&>#Om4E`GR>xX@pzSrKy!T31;j}6<*&xGbf{*CQFoyv^D zdX#|u;dsAv*Nl1;76bg$6U(14(2M*h4EEK&Kg&N^JA40_jmPNu73_ZClwlB$Z@+GO zwoOVd2LEY@^C5=)6UHZMhyJ)fBFy)vgyB2{*Ym6NhvKH~Z$Y1My@cWY-}ad8Z-2eY ztorD=Kr)~F=kFeoRc{qe^7`@b61x#@!hw+A;(8fgPU8`V^JVn^zgxb>`zZG3^@TrP zNo|o6ydfV)`u;qOJpM+%8rFmUh%opA9G@_k7i(wr)<0Dt{YpkGhI$eD8^YiZP=8vD zy63A-m4f{)&exh(?7ZdMec%_4|F?_#_q)mK!QZsQyk79vs&eJzd2e|>^f%Gf^W>Sc z3hexfF!(#nkN#FlT6BFb3;7=UtG~_Rs(*?@AzmXt+8kV7YRD{r`b!_NdGx$BmbFEG2_#a|HlCgLn&smh_hQBC zOpWbt1=4b+)>3nZu=)?fppQ5{wL|`Z{3p!LPX*GQM_EU_asqu2>m$S9?{R+VqR}yb zp7oK|V(o~bKdx80=F$yW3DNJdVt<+OfwH;lx-)wa$Q-^oJNdIWd=E}s&tVwq38)`3 zd8YYa^ope%N#3$@sY?>|Z^3v-uk7s%uc1E`z~71QrwJIQ@8t^QMxHwDoEpu}O9XOG z55|S=_E4&(^~-md;WlULaOSTB@|(9Tx~udQ+!H@3fwP2eP;Lt`Ulp| z@&|@NK4SY~7~X%w^(&a1cRh1P72tpdZ&u80?AqJ3mp3Xr2n|7sn5Q z!iuXMWOvSo`iZzcB2XylGF9$&9n3GTS2GOv3sJtTeI<>jC>5gm`@B1x$KZU5&q4=o zDSZd$Pe`xQl-!Rm@}|Ik4f(6&baiR${3Os%u|E_jg{~hZ?OO=`5A{Lm^zfPU-VTEN zQdew$gyB3F$5;9pcwadohs9Gt2ZbrFYu&E1d{NNh%woSnX%1 zwA|wKxjw5QX6G*g!V-5#AJhu^-_bnp2l<8g{TD$;y+vQOq-sDu;{1wX@L$N^j%FkC zy#p(ro2e6%CiuZy}=Yo7ks%e6L8j9D?@IsOwVX!x}ht9qJB;LJr zft_CnI#2LjZBo9e1HBK$Fwl$k(K%H1bo!ZLEMFI>kKNY!z2O+(2hy)$xGw#RdnWJ? z`J-XhJhIH~FvJ6-S7Vf259{sPGDjG`w8LF{{w&o*>aS^@xw7cpc<|@=yyljY1D)J% zaQ~`#C^+Pv&kV>Xs6B2~;q}`w?Dwbznm0GawcWI3`yY(2o-WV&JN`&~4)!bF z-w3+?$_ZRH&z!-nKEk=K zYl1uW0Q*GwbuSpKacKWZ$Y;}mcq2Ik^aJIgCA%QAd~ONYpEw^A5a#mGGBBR_ z?dk^@AN?y~STFiRtp%sdb9-$Aexv^(4EB%w*YdINaBX`wmxosNyq@Lzr^9-v9WmGw z;vRE*f400W`h9w&ub1B7(4;?&aK8cR@3ko@uYbWPc0XFs>xs_U8~Zn~dWk@Ls=7sD zO@K;o8c#dIA>R3_6VQ+2Ywzp)*s)6Vy(yFrVQwFU+4+#5w}DA#AN8+ro{7)*cG6Ca z_%IOS9ol2>C02vtG&=)7k>9=ZHJ3Yg+Qai3of{sRBmOkNc{=h-SGA(guh(-}y;z{z zyI-+YZ3)jm2m`-xeAdqFpW!5$Pj}D5_Z#0z^7yG+RFJgr^#XYn;-7BI z`%8gt%c5@ef%c%^$j?6dFB<+UUIgAecphxGTkC+u=e z?=1IseMgq+c|FQgcue}!_t*Zg==fQ1UW)wE8@Tn&@o7gvUKoG%oP7Tz|6T|4p}%98 z>K6jSzz^gnVV=+EubcjLYFFqkihYoO)$>=`8j=DS^TGt7|Rw zdc*mh`23h*9$yV6=oLo3m;m`b&S&tj(z7h?8Qb3p`t3Z|HvN&LOaZOO@NMZl>jOQx zeHpDt7~L>KbRLDz6NdZ``DJuaAvGhe2j~~lYt;C4v0ZXLv}1o`gH5Ryt~kN|YLM7} z5N7)+0b#I5v`@mY|84g?_ygp(@ldCmg`c{>_e`kWI{5Yep>k|LDKNfuLjBakY&f5x z{qUBve^d?o)zb**Lwz93EVH$6`n z>7_BfWN+|Hsc01*VEiXH3Z*#O;f4hsD(2baX|*d&O5kKl)cw zZ@*0Yalhbu^T;35kg^^Bb<&ig_YnoANu7+W?u>-`GV+Ts_)qGex~j{>;`5+iC~s55 zu;0b?n_fxUv_2;m>Pgt&O#kY;t;(YFD{LnW=Q-5Ae%6Zk-D|mg&9Z8A=7qLFK8fR- z6`1*68&VDWhx80wV$imuo9O*sj0Xenxpb|6iu`1z@ReE(^F`+DHGs0on2B7K828fU~Tqlz226S7s9!`2t)j)=dqppN6U`AYUM^82Kga9gkgVx>$eQ*T+??% zf8aOa^zLRx&dXI+k^WoWO-v{n7ou=nQb+6`2tz(4u4f4tHpF@a$IFQy)Xw#hFvuVE zZP*d_F4fWDa2|#BH!N>cy?X3C@JHBgrCoGD)>Bk}M*6Gf$x!k0gh79d+TkRM2dv$Y?3*xq|5w1qqxvqxFh8z; z_~km4)vM;g{vGj%L5t0Y*qnm+gY=DxIYk7KrY{qI^e71RFo>&ZyJvk0-)$wQuAf;~!0yWk7^eHu40Hc#t2)QpcHs-42l-*^xY2Z0 zwkyaBHJDC;mD%OouvoaeG$P#IkmRxx|QIs zaQ{!3`xAz#9?$yodcs6=>CaDkxw88if{9@}#y|eC73#$p4=2gqkg2ac0Q|&y)uiD= zA4h0yyA#=D%`&@ zOy~82DURzuwDrvee&Tpj%JPF^HdS!{Ipyp6+r6%e?mOamQwMrho_uhM>(kWn7dEvH zOa%I=ebYPn;iaPQuiMiO_Mr@{Jl#QH@T{28@>zB(YTOD4MyE3lLGEs8m34ED4{+@CPm6OK<9 z_TQ+#gdx90`WUABOKd!L|3qM?rzEI;>%`-Mo#~?`EvN5t`?kxC9df>75cm(QzY&J@ zpnoC^^&pxL`-A^Qe%k%rk^b=orp znCm;kbpK9ZUvVvWgy$jPC)SS%%b%g=9VRJjsuV5&ejt4gPFsd`u<(cdBg)gk-R1mU z=~j4u4CUvr=sGG(9#*Y9YOIBeFAzHr`)<2kNuQLm7T1OJ8N z5eE6-cuxHj`}Y~r0Q?&x)@O$4_i_Y;fj-o?|16d*QnFYN^q_vsoNz;SzV##6f1wl1qhtKnTe&(|Tqjin9p+CxZmi)xvU7NQh{Z*vL`BrmbLiq&PAK-W{4(G-= zyiSw(ME2!!GN`p}UQhPEjKHPTC$i4PkJqbR)lFxwn_mF){rnrx#gx; zk8Jdiav^^}7{*8cz%ZTv3kbvaD`@;epKVEVMDL5De!D$e=zT#+QlWzAo4>Sa&a#0! zVgHZx&i{SRLT2(pSRdjAV`SE<6?%YvqdvL!l+#yMn9j!|%;n|Y`=_i-+6v|cmc(n4H({_BYVVOf`^V9xus)=JA!7D@8NtFn8R@IXc)|PR z=)VYqeN+DpHW9m8N`XGqkA*4L`opZ1fPQL64D!bL7Hv>#Z8>iO^kMs=)BX|Nw%mi? z?<1UHpxsO79Ow_`LyKoDe;qU^hu1$ByH?7q2sZ}mfN_2BZ(Vs!dVWclKkobD zcffkko|nwZj0$=29P}0Ki{WUZmoWH0HnGaImGn#;Y@p(AI&>#IV zwZr?iG#>Vcc!l~y?XX`)ek?uu^4$DnBd9MEevveM(X2e+C$4XqQi9Rh#stWZkUz_& zzJ9*z@iDj`f&5;!?z~^3q5_=HqWlT7`>_JTKp)yW!)(4~v7bz5s!jm^OygfzGgkKc zPRMVtzlW4b#)lrYAP+oGCCu&5Lsh%xXMG>==lHxw*Vni2Sj9_qB7fwu<+X3o>2KiQ zXgtKQK3uQI?g4+KT?Al{^!yR)C8PT2fxP;P?cD>hyaDlpFwBSiAq@L58tYcEtQV*yCkJ*p-LPARn|phOHR=)XvU-s2%(z zu5bB;@WSzj$MEy=6{F)UW0fa@{E)sC3+#3CBZ}d^4&fvJsdf8)P+m`RwRpWN5QF|M z{ue{NX2`!7_Gdc(Vpt!phds~g3oFi;ADF1tP30>a3ha+>S!f2jt(XTcLt0iGBJ0ZM9s>;a`9I@%k`f@Gr=})moAB1S=)^eUR1n z;thIh9qjO(wg0@nx4QW-_cyB%!+AXV2TwWsjc;~8gnBQ^+f!TBcce`?uRnWE{CPs* zMG=ojo^JJS3Q7TRABFl8ru$+7YUlX}VURbj-!tJz(sGXnxdY<3iPv)@bd>Q%a*&5RGW8qogFUot3hVPiemy-cs6wgl>_Aj_U zB+T~U*&G~Kt+#jvkG_!H-XL*=!ERKg5&KEFWq;{YW{S{%JkF43P9=Iu_ z5$uQB5rcmrT&N(`_|XiWM|pewm-ET|@C~>xgzF>B@AI&BcAv*9>gMX{E4qNbw2J8? z4DnY7ajrnM;l2*62mQC#{T|j{@0DTwC||QhX2gj`~lS=U)u7^P%-8h8Au0t^)P3B1{Lr= z0NyVl4F1lfU3&_RPwntL`b+ja{T`WM!)E8lXTAzRKTsbCgZ|O@*be@F0FIAXz6%XS=d8twAu%DvmlPirfT$N!zi|g?& z6;>7sj_`QxT{g=3_3dxqAF;oW<a(=e68vsKf>oXb-Xa6 z-ts!TKQHhd-uB4y!Er^l-|$^upeT7%2KbBXAq@J2`)^;r=c7Az)`WZr{hROS!%se0 zNpt)0{UNo>?!r>;ueXf66B<*T3hT%9ZrPF8ud~1p&VLA3jdk1RJpuNcNS|NJ#HzWr zZh$c#^q0uj%k>PE38Mb~E)6Leb5jAMJuyt*w-)$k+&sGUlR!>MqMw)_40ob<>Hj7F zUA%DX817u>7jJB(SKg9V1oPMiW4Cu$>L%>}7ipro*aK3{29*|m9bS>Km@=1)p z0e4^eyvmUS{-VAFd^bIGX8d_xPuTkM%%FS5??B!dPYCn+Rp9>n^+$r0p#F;aJ;U_- zJ%YeoGwTfhg`lr!?}X)Ulm7@(aDIPw##qQdasD7X1HnxF8wzzKFNPavy+L8?XIcjI z1b>b85mcJ;;kRo8?8k9^472!5nD5tus$VJx-rWZFjQk2}I-jzx|7D0@;`ajt3~NXX z6!V`j#E*6u@(KNa+aX?IeS-Q!euDWL!}LD2VB3X)=0ux7xgE6LZ5eky1*{GOe}(eg zR;sUeQnfqyL&DD`UOsxJ1NM#d25a4~SX3_ho+SGF;QkFmLrkVZen#yp?&i@py_ z_}=_^vT2+7{il%b)@grI1_A$&Um+t_CSPw7{azg2_aqGU2An@+(}-w|n^pWgG~}pe zTHm-e?0d(8?Sq7GpLG)DJ81ued3}drw%^^pK6~htLt6Yk<@V4ODr&DE!Td|a{3HzV z2=#$5KcC*7doH2r`5Sm29O>I$q+AhqAQ9@5=x+!Ee^5WRf4+4iEd1&Jo=42j!?%A4 z7;W=S^gSt@FSOfR_s6>5U_Cf~=(=nh^^pfbKFF^y)yI9~w1)$|$p5gt>hG&An(_Tx z7<}&KWTxo;DAE(wWM!+=>cH)BhpByAu98ZJ92$Q|gnhzHl~}M(%rC-MF1e%JBLbdB zdcqHVYyH~K1ndvz3qNh-SoJm!@?n(kPGj3n7v@}t^`brRyc*;&r1Avc@9n&8FuQtT zCifQ%vwG#u;$t4lU%$cr+f>Yd!Z05CFT$|DK!3^FnY|L`^(cnveMA9!emT**OX+)d zZih8MAM$sXVbPXF_SvxiLw`sZ{4vhY+Sz$3VUQ=vgSE4G$1tmp?20}3L)B#km)EZI z-rM@jTFd?AuFJ0#j1HZIdxTz%$PSb6R&mE9%?9YsD+}mODd!f&4xsJ9dQO!5~;a%Hz<68yXA7 zt>g75!r*`L`9tyZj-A^1ALNI)ou@CWgcxxM!*o;ktgadg?{OaHyO4f!GJ`%w?2b*bAy^GN6+TZU;bnb*elB8*fpzOe$s^ykFfpN^*$0h^VYzAu{~z_<8iI4X8*;Hg?s|} zf4nAKYTPq_SU>hZab;dmVo(U=ZzwOqU{B~@2}3@K>tXF|yp!Im<{5u@4Bt;eex0mT z8(;L%l;1yzwjGide^QRex9EMIUJWO7L0(ADDFr{}g--SCdtHK4+7rT>&V7RWa5(>| zMbpzg!)^e5IRB{&w!03@6V(@xe=(C@`*}PP{k{wGC+4EL&g5hpIbC|5Fs}#2{sj83_|PNE6UK|aKZf+g z{|t@zZ|oUf-;4i!@nfIM=Q%wIJ?>Tx3RH*wn6D59c_RN4`m|ixzweREG1A9`**<@L zt#3nrTwlUwhhwK*wgATUCDd#f;y&C3^a1Tml$bSKhi@O#>4#L?8y9U0_#!m{cz-e;sevjNzE65UR*C>zW&6&{kKn6Y6W}1 z_H$OkzR6)BaK3=_p0iipJnvkr+-HWpEWW$!6#ZT@`jd0P%O`Z)_a5Rmt|!TG*x7M+ zr||QoWMyGl@?L+)fBzH9EBSJEyhh!4pdalwxqkFEKh4pc-{*%uS<*GpUU7hg`1_9n z!jK;$edir+cAulZ4E$*y@puf^Q+_}g{1NV#3B&lvzw>dkRr0h%`$b&e`ES8TlQl)( ze?WgunEn2PAf@|&e1$2sJYJ>rt}wT}ybkOU*PG%#sbpfm062d@dq~;(?9BV&9eDo> z)1;IvTP0zB?0;d;9J{V*L!rGrX7>>;JlxPPTGS5y2>k(JxNq2QJctL#zl+V1 zolSDj$@U`oT>N`(^*!Taeja>j^S2QPCk#~7BzsAfusy!y+IpUkrw-Klz4d7T>^D%p zscy4!C(n$4_a~4)sbN?8IXpJt`D1Fzu_aT+eS-Le@=X2lV(z!IqWFx@Uskc&CRr5> z^%$g=Fh7sKthQ(7?6eW!zcC&$96;;2+*vv}@Rc^t2QF(ZYe^4W0Pz#ods$D<#pLE9 z&_9|FG3XD?H*-VD*=f^wzHzx>m9nA8>sPv-m(5=*Ri4j62h^ zbF1ikE;#RtruQxKx;`h~*A6@dZ_Q0>L;`nJQj{Plz zj6r|Uf26JU$xoj@O3{?~o0ha~&9LO5;Lp+C({A)E{Q7ht_!Fc*t)c5uS;5b$m^RK*9+^<_t4?~ zI#cIKP?C8!&~MaN!n~fHS+Tk5%n3iB5B+tPu|;Ogq#D`9L{HY*E#JSdzYp~>To1#{ z|7ES0FE0J^80JHMWqrCHc095R^hf`COJ+a z&%B}*zYFXU>CX;5x>jx2N$|&ruP;}rntMGF=tup!zPt2{x#Kse&*A#6=a^dmd_5WT z7wNzL%A{^r#zXG!a}IC3d}Y@R_PubH_`W6_F#X+P)|U9P&-s3v3^1r{1@_rVODQv{aL;3 zrnR4*^ZZn>C!&uqv&Wm`UJo^c^Kj$lfU$}n4+-$?&mo1Tsv;)lV0h49fo z!LR0?fP4&}zgyyG_ollG=*udxJnz1H-D}FPN*+({HZzUCGms9~sz709&hbnY{i-oY|?y6Knh5PiQ2^`|KL{kF<&qVHX{ z!!klzf6=pS-nA;b_?0#a&;yDK$(|bTZjr5gx_z$@^P4xRg7_SNQ`U+vtXIy_t z#`dlE8|vWsePVqf4EeF)zZlks`oQ`pvgdDPdNjP61O5c-w2VxV4({R#7Yk1+59*IU|Ar`Shf2h@kqKbE?OTh|}$rtq8QFTI{sQ@K72 z6KRy)dxAgqD>cI3tTfm+li1}HD z80f+I33LBe7P9fs&%PcIzi>T-x&D>Kx9YnuumgV6_$AY4-|v#FP)X}6tJsp=JYulQ z0BSEcEYq3lBm?rs@ye6x*7kS$0QoCEU$Irvv!Z6Bq7yw|aa1|{=w@^F`x}Ca(=*3+ zQ;Y(7@%f4to!IfVJ!C%7{_BZe+q5~FiAwCgGhxo}C$p5Z4_q?>dEtCdWp#V()Yjqp zKp5IlK2MkF%dOh@p5Hfnwpn`q=dMp7AHaC=?B}H1dw1k`eodJ3qjLDw=L3c)gFfJR zl~XsXNwg|Lf26;1t-+ED1E2DEUHRNJT5HJ{;4kI}gn|D^?{mL|6{*86D_o`LpKpzg z-lJ8~VIFHgZLC_`R|@FE`VnD}C+g3OzpwJOJVf`y(LP?;1lC{Z^@*Qf zzH-U++N0hI@d5oIVVEE7^Og4;B|F79$j5QLuO9VN_`K;2)B^-nyXdAn`V1C>#t^Hbd4y=^V)_Sf|b_*c9iMi}lF;(0z{zMksAryPok zOJTo*{3HzRNMH5YK?XzjsPp=I_1if&7bU#~|A6^%&A8h?G>@%;`&HP#X8FSS=S@Rk zKZENROxj^lyY33qqp)4z`|0=0^|`!WCtT(ip0S`=T9?)@jM`?EKCBw-2l-2w%U9S| zuxUq=2h@*H-xy~3?K_R%ZzZpoLw-V+c$vqdu?p9by=M@awlm6CLx0s*v zGXs4_eSCi+^`u5W8Ge7RPEY-`y2~P<2lbsWyq|;dpw1?tHNzzi^bzT)b6HX?qcVw~ z|J9v7pXTyO^!)~`=hWq8`fCQS1$#mH6NYxQ*AIgwX5UH*=l1bo|6R|A-dkq*1tQebmmqY=r6A4 zWAJ_5Le~$V-zfhE!Ptu*Y8UhT;nU)|8`_4X^Ze;k#^N!uUZVXc>MO%8WUquFU&Hkf zhVk3uII@RE$8#a6-9B*sH@cL?Hr`nY>%;Xn9%+e~5w{0^UlIA+_%O2Pyx39TpOF5> zrpj(x`*nkS4CO%>{12|5VRqj7S@Oc?Aj1<7A9cn4=CksM%X?36g!~%E|9q`p!r6TS zd>;?z|D4^r=}t6!PoClW&n8X>`vARo{`DC#=m)NkVOH;En8h=~JYExq_x(}-zsLv{ zd~f#R=c!+oJh;DqkLdn8(npx*YhSVg&xL1&gFL9cBd*l4yTs6<>_8ZLk{VnmA!96!Qpbz=^J+RXs$!gK}<*mj1 zBMkl<`Stzq^^?C}J^=qh{V(bTI92rG@%TI8^Q^r}!)*Po67V1B-@aE3{o3!yU*IRw zLm2!gj@LZ%OOO2qCl%L|zBNZbdOPcr=zYK;VtNRJeW5%Wle1IR((hEWB41br)ANsm|Y`XV139>h6{cI$gulwKTFTWMAzwpzejm6%SVdqP~6Erf94Bia!5%Ueg-2Q%N{Ee`j{t)CV;tA9qDc2om>M13I4^OaVqu5z7Hx&j){l@%Hcd9iMs|>BD&|&PP}|ndtkwSyCxvWTV_|l24mL zdP1+(bZ)PNfuFb@*1m!DSK8~W8&JdRaczh}KT%$7uM*AA_H5zjV}$v64q?bQ#QGtW z(46&0J8~NHw?c`PkAF7LxefLq=D$#4=lpSZulI-hUev$j-m9I(qWf@&C1rmE>?w$b z-?J3QGa+G^PwXEVmMduApFb~UKO^8}^=Hs$v3>}pLN0ACUM~85UU7cRFzBOLK0;~b zGfVAX4~O1j{tBhdkMz2F$rSWKEH9ySh`rjmtIuIPG5>_pr7r5@FN=PUmGI|{nRZqV zuwI-`=Eih$?}r_jzZDXO@u!{Sa?hd?)!`7C6pU26_=oW2HF0}!VvFiJZuMk<9PB52g<)bGy&cxLi!0q{)^+wpRZSTTKAXL4}^q4 z|LOUrtny}y4DiSJyn=z=(_JT<;C%{gS1=oQ=dFv7%TrP1@&F4n(eJD2iTs0*Fvt)2 zuej#RFi*995dTnKgqgn)b})N7SMBk<^08nxyMHfKedd=WELhC-zhejM1{WDE zI4{NLJN>uEZi4$7t`D8uy1SX|F$MZjew`YhwJHh=p?)g%-$KGLUpox-HgUWWcJ}`u zm{ybk{tD%xt~mE{|0GA)@8bH@8K&>+F%15L`d_+e^SHGiw;%O_ zv0+8E6IgyEB+TW{Fx}@9s=sfUsI)GEeLr5P5fkv@=8{CPFQiZ7^ct;UzV%$cG%Csu z2xPuM{TbUeyV`~rNB?5^kFbl%WUtNpQel4NUl-?DfmR0TARpvcm%#q({SSnIzb71& zJlmLHl9>BR{*k8cumQBoNk%_TP2K8`F+%{P&-P zU5`CV(lW?}`O#kyhI$T;*R@$aaND7=T%O&`##j#7un7E%cz+-y%2PMjoLgz{mS`D?A&Yt_^xp8$O*U&64z!2Uhd4J%Bw zQ(*nr-ece(i)&g9ifp_d5m}L2GDmUw_H5hkarmz#U~xTJNEqaY{;rq9ma24#dTyV+ ze79XZ7j+l<8;boCVeoe-Z-(jjq=db42lxH8_$}BMu22{QzbU?cf=112lbmU=pXts z)=u>~Az`S$q5tobwA8gJuMX%%{`aZU`?jkh8|1T6%n!nlKRf=5!QYPm7sL6fxPB(= ztKaf_&?i;36e%NdJ7MKG$=m;8;AhRh81ld3e=*1-xgCy{So<#qds_W3hWsD%F`5tT z8}l)Smyo_NdX|&E6NdLOQD0gA)ue9>*OI&lgFiw3_3iI|vN%x-Jpy50r=5jA%rjyAG`_dlNwcbBtR5old+OMzsZl}feuS{^r$#TCTp!5q zkbXUk6ax!+90zo8FN}?|yC60)I~UcEREW@^N6#*k6B~v5eJY z(eGPfyZ-5Uhs-hpKtEBx^e<>%ZXMbp|C034;6(2Ik>_qg{6zjUyqoloVHQsf9wna* zirx(RjqB?-tw(dro*d9u#D=Tfn=`f7K)#6c8E$%_)#KG+9=!DDsG8>j}6yrRHCEo>3Nskw-*}APg*kbKMUYL zj&Iz*Y)j$QJDi`!8?sg%(l!HrqyJ-gC5>miDeQ5a|9{|*(4GkcKXE?emOI*lUyi{4 zb{Omdv5E1C{b|Ps!}}YUZzdpUdB5`x*7M*>mChF(_}7DE}Yulco&O3={%&_ty&KQ&rwaS8>vA)<@C3*opYQ*%KDRur75Int zOc=hGA%34(IAEz+%&$WH$Mu+QJ-Nkkz+{Lg zN5%F*82F3+&`crm_@-nHIIl&1nkk=2e5gEF=^N2QnC%aRW`p!!xVNl?@u>fhBJ1NP zR3TqL|7ccpR7W|>3iPFqc)o!hmMXZ0*n)pU`UZAMdUtf{aQJ=*%6FhqU6(Ac8=#NK zZ}S0@>Q-q4v-1g|xwqLi-7EFLKjhD#PNSsOY|;ULf#VIz>L32%*eJMPg7gpudT{-N zN^Gy0&QE~zBI;kc@n#2~nLPg(tgv*ne77>L4?_a>$p;osWA$I*klT6A$}WaH{~U6! zUbAASE!TI#vh!(t!azUHH>A${l6JW@6i|Cr$zcLMo-x9 z+^~?xSBuqE3Q^0Z!u;sZETUxIhAxx>dq904%<2t7i|3gS;vTEOc{9dihCh&fSO(18 z**iA^^aAVc-w?U&25?<_D~QB*};M zr}z7Xtp9G(N7lcb^kJxOsH)i$QT^XtJRf164-kg+<9w`LkMxl+t0xPG>Y1;NIxaeI zM}1+K>K($NR|G~!j9Z~zOXDHt{%_bg-**;KySe=id;eEz#)AW}UgQs9o_`PfbhGcf zz*kV8#(ZGd*K^H7M(mQI`m1nQv*U8d=c_?pXb%k2{RGwy_Korx*1G%DlCvM+dvLXV4EEpD?Qr2?=w3XYEwq6%N;r z$sRX;FRO0~hnE|t{L-Hd_Ny<}2g0yk%%=$hy|`Y&V1G#8@TxvnsyiKkd;!}>Xnlzf zcXN1` z3yyDNbILwT*Nx|+HcsjOH#(=W^BW;y?oVuXN9iA{nhg9xeIN|{LH{`FaBUv^+$N7N zqkWpMDg}#v?-ThudROm?h;@@;ew6R%BqhHiO8eRSOG3ghKgRnpvJG(^AEzm}(D-9J zpG$X;Il#`>g@onGh(BX(_FKn{2v?ncIWM`A#h(2{U>4geiycnn~`O9FX$-n1NTpaL0{Un^LRL}>PBv&&0fgg z48;0F81f60A7MD}Lw?&Tu2QPC6#afQu8%O6hwbGDD~+yNf&6hk+cL$Bc^Z~be@A^9 zFRz^NGOQcB?<*XCB&@I@=RJI13fD7Xc0}74yI5F1>K9>lz9yUy)7WbJ!ARvIocC_eh2;m>7DrbRa}(QbyyGXM+k#I62Jc}WbF>^`vd=wKdhbJ?_&Ky zA921(Y97OWpAdb|4%atH?S7g3fGUVT`23`i=M;ah8x8tR{q2NK&BNz&`=XGp z=|Izo`zMRx_m8Om*U+6GlPuwWF^)HRyJv)EMmoq7+b1{VOnPak!N;G{%WC@DS!oJ& z5;Mj6!f++&1H-RqyeYH7x9v9zmZ9%?2?;~IME#uNZtJ|=>IQtD6xTN;U{dl>)g^p? zK$yLcD4bID`_H&eE7<*ihG9IUcgnZQMZN9~V&A6~5>^{V_C0mJz2EoCli>SDsNYjV zZbsai{u=m&^G|*CVseI_==T%Qe-eiL1^3&8;d}`5QNrNw(Z4ZVPVt7}gTxQ^Jj?&= zREAdOoEZoH0`qgi?0jEH7~(t9$J*)qPH5LLfA*7Z<3V51-x22du$`UJZiRuOc#P{I z4BuCx{-xdb$1F<*{Xl-$A%^v$d*VtmHJeh%%GFwl$RPYayiac+(}@CWsCT2zNW-v*0*e^7isMMxOvZ-@DQbh=Em zajwEe_0@{a(m?7!uQ&7{^>2hhCb~6RCX!( z#~B$1UbYQ50QCsew;2Uz9Y5SSz~{4y}IrwcA^E`Ll4H1^8R6*AWK#ksj7g z_kD$g;k*~uYd>oET#rkmAiu)=%zo3Jp@Za>LVQO09K8S2ZMr!YKjz5A94LoCXa(_>$-4$GCY;F&s{lBQMHnNFH`v6jl-%t2|G=M+FvK67cK9&GL)L#P$&)a|GmIbX zdA6T(88d0!sZj#BPlWt-d2r}xV{HxCE6S5FD1-=1z>?Is5()$j6YLxxw2{w>VAa`GZ@) zv|dLeH$i{#@9PN(Lq3K4B+Sp(+|DhRTDd8L{T`Z-FwckG(pQB`96rtSLAN}WRbJ8` zIsI;rvNI+Xj|Bdpyyr=DD~VOCl#8W$E@7Ei;um3sk3b2?7c$uUJVN(%-umIr0kA&Q z4~7~2?jO#-PffJo`Nl%YFA+7_qVp!S=Y{5Dov!|9fcy*TUAXyzu+8<1>Nm*)V*4Qs z@gVYF4E|_WJG@XL@Lvr6Y|_6N=_UXncrAL=Vmn`2gzo!Xr^87al!>_a~6P zMUvgWJo6d}^o|mbN0{$l8K(EKgp0b$J9Ih`3H}TH6~m|7WB9%rjUVFXupIZ{-L~=7L6H_+szjIJMwGkyW6n^ zJ-b4@cNX)9FwAGt4qqVuNbMjWoqyZmd=T>$)?QEiS^818;|!SvJb(B2FUKh(IT`c= z{gub1JejATwt@d0Bp#12=o`{U7~(nZM?Jnc`#QTB!0rO|VYzm5-rDHV@cm3&?{fXT zUT;hHf`6uVBQ@E_uhSu4Lwj6)|Ch(bKcygl%nul5@rvOlntyp|;0V8WX>fjz`al@y zLwjcJ0+P@2_m(*c_Iu$z8}64Fj-~T>h7S zIWes`vruh#2@6(s*{e7j(6V<`ic7k!rb4l`rNmxwVeU4FRkukuQ1$Q8R9Ljmtl53 zyV_Js$Mn(y$oEj5grOdT{9Emu*ui1wMft@Pp9n)dL3&m{>z(xMye`NK^>y`+{K0+w zLt#IL_QtSXdkpy`Jx~4Feu4VK{X%T_T=rbn@bFvEH{?HIsQ=)6o_n$uDkuMd^990* zJJ)vG-3;4u)9N_fIXr=A`I~b`ODgO(fsTE$2`A(nSY-`xW0Pf$G^hKke{J` zZ%_=Gmf;f3=ikt|$BdB8@8EtA(!aswah_IC6tts05eEN(`x|dXx9y*QoCE&gdI$r3 z$bWCO50=$(&fLDdHM-vzuzoX)cUi2TgyDRE#=~~-4@e(tr|$y^8D{4nJ`T=Bds2=- zd_#Tpi7NRk=oF+}Bl%c7K4FL#i~q$y|Ezy8S4Nza+rqkPpX@+)4xhxmy4;j1I5x#2_|ub=sj8T`BJT1!|T+7DsyhsZBq zx1V)UdWS(@>G=r3z*g-v&{yQQZ_2Wc`_hI0|Byev^|JL_CJY9Bpy!)pyY`i}<@t{9 z&rE+W*X`?{BVomsJWgU zGNIl??frA+sEr>1`hfPjg)n`8Q%D%{cZ}zLnzprZu_my7T%TVz*}pGN|F0hEx9hm? zm)tBAjThiWwP7g~e8V}Jk2hwc?lw*>!;_DY!7XZ-grUYa!O5bzKEqknYIim}Va zv-drO{)rDXfBR1ae@yL}1@}7^t$_0j^auWkfj$}^F{~H)P3_=M+hca$(f_8E?CQg! z??>VD0fP%Y|;5c7vH(2w>@80-uE zVX$MQb$&@9$P@XuUE00N_O_!?&&2TwLwv*hX}dwq)pw;qKGgqPjN+o6&D@{tG(2s*Y+NGvYt&c5{5~whyJ)?;rZ~ID ztvUhnM0+C)_J{n~<$JlR!>=81KOE~Bgkisk`n2oa>UGASLxC84e)mKVg~XbDAb*UX zgdu;$`Xp;FC;MdBf#O9(|4tP#!G7%h24TcxE5mDXiy&U$`Wa^Tu_Lxz4U^x!3ffWM zBlf&^t~7Z7@-YzepD^UJcz>5L*fZ)U>(B0U>@k}+c){A|;O{YB5{B{6U+mekV6O4j zfncAwUc&tRY|k-o-+RjY!M^mw^Al$8?+ID^N|N86Q$;r~!Ot1=C4Jl5Cr@SP_u~*R zk-vnY-h}h*b=42cyR#DX1L+|Q@<(~?^?m(d*v+p%FRqs`=rhJ+hS~ia!cZ?oecabs z^3dniUV!}E7pW%u;K7&<`b5vZA3cXkHvR_t zMgPC=ujI2q*G2CGqC5%1csT$5h%>9hG$J8hU^`)me>ngCJZjcL-*uT@HaSred+c7H z>UogAS&8LGSm`LOk1*sPXkV;fspG{I7p_ese_n{$TyD!}xyp$f&6vQhlO;Kd4VfR_`8oR%$e0 z^bdrgUPSFFKNq$2$_9H!eLMQ~Nc!C32%g^^o8y`K=fMo9U!ndme45rn81x_YhhY{! zSbut7PRQEndlAB8_XR2T>8Xk)WdFySvO_m))PeOQy~k&{4qY;IJ+DU`UoY|U&M7tU zj~MR>!+r?YbG#^8Yt;?W?>itpCt`LlX!)E7`+f8mgn@q;-v~qgNVuX@ZTQGr{QlO- zNh@SNO2t6^1KUrgTv3@8eHGqcKzlsd;x1TqeGt4~i2P%i-KUB+@s8V)Bl`Y1J|Dfl zPfh1wGw|1F57D_fSwg3^Krix_Fyx!mzbT?}$&K$&zZ)vn*J#Ax|IoiN?8u(ScBmI1 zJ*P&+O0_P{Uqt?$N|ZdjKkqu|Z>o4c!hFBNa1GVBS$~#4 zohp%&ICS1VKah+py{3clef06#U-T7I^I**0(FdRQ#YyS9n zb7yWp@pCS^giMc?s3m?82L5CI#&9{!PZ+)*O5@SI46fzh?(%&VTuB8N45l z?PtezwAwhw48Gq%?S$$3EW)!lq7A%1Zh-mFz7p*o-nBE)C zUCM#hOBl`rasB67hUBaLxXpg=UYKM%>VfvKLy%8n{*gSr_@%bBIq=g#OfO-G-+14V zwI>n1gh3u?Zw#~ii#^ZIuabQ?4j8N90RHv}j!*bB#VcwDe~0xL!ti@8$Pe~ByWhhw zeeY1n`m_5jgn7I;ucYwI&+ixbTa@4VF%K1U`}xVOr18)1y)bIPfwA!ZC)yujc>fdi zldy^j>CgEODe||Bckp~CMQ(+oUHoC5-=u7Qa%^$(F8CfQ@+T$oYi937^T7YN!!q$i z54H1rBBj)@Ph|gQ{(eZxo5Z^C)uQj`pgmo<`C@nv|7h4B5f=WMZo8uj^au6#qQ=dI zN8#fcPIP`u81xbK;o_>W+2!ZIaQ}VDEOkWdrNzK6w2w>E=8RJuZvyf~{$JW1Iw0L) zHt09<@6tJI?J>``fd6if*?uimU9kAG!F=wYQ;+<0HCiRQKZ)lHm(8R4jQlf|+xKOU zwCiUhzw`SVP5Yc4ErDSkC#7Lmv}`j1^ytuQfn7G@#iIYp74iz z&kT(!z(1oruX?;3GpStkzBHS%(di$+gQ4`GO(_&mdGKY8`eZ@KYFRb0Q)E;zi@ zoT{YIjpUKuJ?7o}3#Y(8xQq3jFz^%gn_>DrL?L0YKeYD@le!{DA06N~>SM;(k9&SN z)q{ReyWN9AEr~C%-|Q?NKLat`C&Be(%+nm?RH!T&#c*`icE=yj*!NC^85h@0nm>CO zKOfHQEFTscSvh?%r16_D+GQZe=|L=H|b0? z0QxZgWZv6wI^ORE*Wb*>O_AdliQ@4lG5v(WKBuAtPnJc=*o%opkT2kRv%EX!4?Dd9>>2Ne5Qg}N^`tDHTZK6})1aP& z{LZ?#H5snIf&QR#F`ut~aZqMW2wd)6-q>fn&^>(zkY{w3Ph7BdK zdK`~1#51HP`+~;Q1dToLJ|M2=`iMWJCK`R={s2CIed^oiIgJP5{R*TvN9L9H3N6uj zEv!JobMF1t@BQENao5@R-0`~a+}D{cU>{gs zw9hJd>Ln%qy#ZnPe{}4xC~xq9U6oou@4uMYW6>$4%{P<=g8w4@MOXdXkH0q&>>crC zd9%W+2R-1vBGP;LqrFaiatO#5^U*7v#(TJW1%bWc{CCB5V9liM;`jV;yeo^QD1|(d zhWgmwmAF7(H{%PCuUSg$@ycoEGgqVD0DXmjV~B_5e`BCe|8ETU&2ari?IE6FzDpSF z3-wEw=Nqh?-m9v=YWmEf)Y1m@hxX2J7TF)e?EK+soqEL0q9oX_!FWy>{{IB^akXKv zP2v7v*q=aqy4spDWy6+({5;~Cjho?ar@3GcD35F72S+-d6R-cVziVf6^NxAiaeZ8? zem5dJ(;Ms$`7QQ*y#MH!O4twSC6PyQ541KirQgzLcC9u-=>d17SYDlq{Wa zvf^w~yE@VrVc35``z%R%X(@b_<@=i@=jYy9x5%wcN9k0_c!WXziGO4Hmr|bpV0v%7 zp6WyVL;E1Cu!7`M+WD^6n(5;GeUw*ek2>A9hsF0<{}R4E>}3+;B2A(mQVi z`oZ{q!_Du+{+nm``S^`Rt1fGFD}ecf+9L-0LH*p++pMdW{R!T8Mt*L(4!^WJ`ZK@p zL>T4+9FH)!x0}}vBprKk4*stj`!AQSE?D(G6zD^K%S#OJByG^)=NW|M_S1OfcVgAU za)v-Yg7lX^A9rwO`(GeWluw0frL)r_3&_{7|B7>sU)y}y0{(~kxg8jJyWFZB`~S}R z+dB>{fAB1n=MT3_{G5}eRKeb{edWNp^J_L5!~J@+e})6e-U&nhsBgkxpEw?2J|9$u zJh}0tA|2ul^&c@lv_<0@_m9fR4_b-;)x&&){8VN&8ySt;1oG=H(Jx`hzfoR4PpI$bN{aT^t|664;>y~?y7mM&t6sp`o#ViX6x&_wqLPq>Q`s z>=mqMFdw)#)U2iZ*K(MDke_=Vs-8c7%!_E zO-+0Q$3s4i^w!AcKggdc{(k|S-v|RgxIUEr&Z6IL;{WHu z@oGZmtq<5y3iAW?AKKFU#Mg;Df2i5r)S-7qDa1GGuSk2*kHA~NFOFBMcW0dHoLzjq zReMFJ^Uu}N5O1*m+PWdlGoHx<{TL4(dj6L+sExEN%U>TZtkLgQKN9w1;`KS zdo^{unn^kUlnK69-?a8b? zJCD2)|9=Gb_vG9eS8XQ`@IQ=4Pt~%vubwLYzesP1{0M{p+Wn1Td>rrj#?jx+N{+++ zHp=ID>Zj|5BVU8RVLWA+t@jCoJ>mGzD~GRZ{_>RH-+bP9+-tf^KhA%hP1%V}BgEf- zq5ae)JDhaP?aAX^-Px-b69aRBe~dqb!QL=_5{CW5e=x*Hq`$88{wB{oqaoiydnU}^ zV_}%>mlB423GL;DYjfd(bKiNqXPBK|yqKdCz8tcX$rO(WLw%Gt!>+V`APn^2`i(H` z-=IAZ27YM#Lr(2yKDZ9@!Sern?|r|J{SD-Y<^Kg*)Ftg6!t4LHJMK(vCkrk=hS~iA zhS_^A|6O{s-f>10^iTcOcYSJEA^!h)%!mK`S$g1w(Hoxc5Qh05>3QkeP$8H+g?u0F zgD{UjuTrZ;=C`VWK8#Obvf_HF4+-_&;2vw|?75*At4jEc7jge30rR=J^Pf^ZPr5`FzB1718th^lCrl zd&gkD?y$$gP<@44^)1Y5cIm{;*f8UPiX}ldu0JGQ0Q?}m z@5(F8`j_X!`3l$WE9wC=vFv zP`)30J6T42T?PJu@t9$DpX@{MpUK5dYq>r?6!yE9*ZDK}H~P|{joWmT zL4RfC8T1|y;Wnw#hJV+G^NhuRW0?Pf{=xewAE5Ri|6zZZ!}<>6AuDJ1P1tzsJ)W-> z&mwDUc7r_8KEF2E?Y}U79(%vCzIl+NrsY_1{)6Sst`VL#*&^_F?4K~iLn>d@`$Nt< zE65jd|E>9Iv-ize)!d%H8M&_X3?ItvnK0yMI3ExO`D6dz7M(YXNqrCT0rkx=yMOX+ zYwRL*D>vvL_3cc8^ZO(l3s1i{ zKrh<=_f(&NgYK#z4{YD+H0N>0Lp@-AMt)ki7JWUL6sgGW8@AqDlXGMLYizSify zmTlvn^ZERT$}am~{>I=>*gwN;|Lw<&v_QrE;{X4_{l_2P1uAz7Yxw;6u&ksQ-T~{#+?mJAE*c)M>2jdZ8;CI5`<&ckz`5S}3_4ymae2w`A z>)(j<%`iK!{y8PB_=>r>#{DS8?e}`9re(?P3SK76&p@z4>Uhw?$*QaZ0DG$`a zUeW&vgS@FdmUDgoUSwL*>!+P6d!OWY*zk7Sl%B$VI`aQJzQM=iV-n2YXitA;DE(M= z@h;347{3U^_d00Lf7Uh^#uX<*evSJ2v)+2Db=?-epYdn&miT#zn}9yad@V@H+XZ~q zSO)jWCGkR#nmWkt&9ljD|BzwuZ;3q#QpaQ7RMvF{{Y&hJW7^*pq&22@IP_Z<_LC&^ z3eryYcf zsA7+^Phmf7npl4f!+Hqo%SI);w&2y&N)sDy@|h4x6l-1TAe=a+76OYeUQavuu6tzS_N_XDv%d9#y8f^J-9 z`y+yUg#MQ|SLMLoB=*2D&3_!vqyFXdGL|e%T*mxKkbfGcJYcYRwI{J3LBV`a`oV%a zcn?jYUqNBdcURy1lfW<1r|3R(A9u<_d z$`h^?Xo3Ap>`{QTJlA(;gPA`HN-l;myHpmj^Bh6Rt=loLpc241p3?Fo#&=z3LA*o$ z2*ds&l_yPjRW_#r&L>eHN{C@R!i_Jl$<@sR{Ud+M>fIjh4D1T_>Lbw?VThNK`%nTa zpHKQ^<@tEN!^%PaXuqsJz30fvA%38}QaL+M6qH>uKNd@g|GyLMo3IT1Kars9e(d6f z3F7w>sQ<+~dj4=f!tF^JF~lqCf2rZdSGP7of8CKE#Nh8JALV`bdLKBU4gI0~m0KNF zUH&1y-z$lqf=VZiss_h%ygp&bKe4^4RPL)ykIsO;(0^2OQmgM7b_f6Qm5itQwR*f+ zd?)Eq)PGy;Td&n72p}Kik1+h7CXU~>|Iz*10z%pOp3qKxnDHMoC$RsslKuz-J(Be` zD~I){WWME?{y$P^XVH4Lmu$AQg3Lf{j~Kpx`UivmNa8uG5A(U%-}OPBXkXMH&?A}O zSbeykfc#LoqC43aVbCAiTf0N=3|6dBfb}}nN6hx41vRC(2k{YUFn^#wtNA?d5(8G98axz$GF)A1K9j2 zsHKG~T4Q8m4N4JgGin z9)CK1=@(~oR}R)kJtg!JhWTEypCT}PlHvnlSPw|nQ>+~5!T7`aqx;RQ9PUG+d|CS= zM31JIrHNUv_q(_sA=gq5l^Wv@Wv~tmOlxd$IXg=xu=2M z9~L?b6V%^&t_J@>{yKl&K1p$#0RD{q5$5x$_NZYx4^tMv{D6J`bZ7 z9xuCn>b-sAtyhqbpgg*L8=~>`c7OQ)3G^qzaGs3uR41hWBh#sUlxY1RFihV|3Od{J z8@#MOL%hcPQ76Y+ZH?C-;1|c&c^WzTQQ=}359OoV@y_=(`)t|!RD$lMkZlozn|b`! z>%1dgN3R3im%#X_=fAku6!|_7PkKx2QLnhyx1cS05Wgh*Ljqy&ZycX6{GSZwW2`)% z_|f~QVe4!f2KqvN8D2v90bz)Lm@g29_(t?#dl(P-)BAINMf=bIkT1@E-N*Ky-#s9K z`&akWr7J(Bc4Ye_LihdYTayFC|G$F$cQ1AvA7T~B<7xMMvYTIDj+5R*_NZ^!+}Uu< z2Pj8<>kmHDz5moSn6J=23B&(YAwBwz2h)ef*?~P%`K>=&hZS67=eL4^w@#>(PA8Bb z);9?A8m6Mg-;WXuUicl#GJXx`SCaiBp+{a+`PDF8kQdhPQE2(z=FAE9y@k-@>OM^w z{lR>`?eTnE^4<4c;C=~?-?L3saT`NVwm%^B99@>%Y^lim>p3I3W65D%poi)&nrKmf zH5T$g!aEBLoXXp_sV4dNn*PH=A>N6t?}c6=yPA6{4ukhtQJ%f>d;RL%;spFl-air; zruTgqhW^q1sT}l4?H|1VJRrA~od*fMz72S`FiZSBEy};Q!GY4u>~RpUP#(P(y=b2^ z#z+bU{!*ZdU$ICWg??|7K z^_t6vPj`cS3hkdTjBg<6pD>)KpnnmD{ak84((Add+gPv{$r5?=K@9tOlKW=@ z!ye?Hgkinj{-64E9wZps+_mXDq62$BLNNBMQ#s-j4(|h^zWOfFQ!wy~0R3Tn?7Mbm zlWlc zsIPv*m8!QCsq^(%zgu%JwFK$&`O>sYo$=3YC=54_-DFv z@X9$$#q&S*Z~CG({*J?Tpa-c}vzcAaEU@m#`7@h&abkV! z9iR{UGh5Ji{an>LcAg^;X6Jc=S=2eD{&knRy%6T>1HuqbP(G|Y}F)c9kmYZK9pegU+snU;VU5DNB;|42W>w7)43 zX8WbW0QLFSbG^IE(0-RNAiw!pW5`7Kz69-Qz}fqS{&tpNZ^+MpD=LS6NlgTMa**&( z82kvq5LdI@3F9Q(1Q5} z^CiNt9z^>j%-%l{2t&L>ehI_=365`>SFQ2$s50!=p}q-&|6=_?{Q?voPrs|g?0e85 z&4}eLrV#HX_fZ6f>HSM#u&ZY8$pMw}^!)|HV1L-(V4qofq02{beus?uHDpckHeeRZ zhj@)Vuv$BU=VwFKjV@c}znA@gq(GR@heI|_)J(HE3-3drei^3sDh0wI5A;tfsr^1P zo8GbWO2Mj)?y>DF&x3zaxvtET&#}+g_e_G-W&KuRduX3S4frEhElqX?`Z@3;O z4E~Jt5Qg}T_Az3Rle|knf>9Y?gd?DzW6} z&w|a-nupPcV%h)GGYt7O%7e<={iN{-ga0D^wm%Onz83lw&ihb4gn7KP)Bm(jM`se~ z56kVQbs4|1wF{4@c1;P*!viyTK0GpJ=)~5p=CEIjjhcyvTUME1=TcAr5Q zT_h!Ct|kTaV1J|UlqnaE&<6WM`Hp_t{aluPB-jh)U-nWX0~>3_`|D^g_L@HzS=OC_ z?2M+IP5-6AkAzNdK4aaMb$>)f9#VDIe}}s^Yywz`wo5kZ$AU_NBKHrd0(tNu?yN`e-7td zT1Q5>gMXv^9PY%0|XzvhlHh$p48R z#C*NQ+OzeRW0ili?aHHk|6`oC+yFK0L$ESh&#x;xYC= zUek2O?yxy9KO(>5mp^j2>*xpnH-+;H!}NWsFh0fncEZ^#&>zOT2}*uCiifZ9^A;!b znn61q7IXV$nB{9uBkh9cX~pt*;4~`f)K{ZskasVMJPCt+B7KB8eNOX#JF9f&=iP!+ zbD(~O^Vkw53vc{j7?O@e$L+dC%}{I=^QBg594&ZqyFPcF^i`ROEw5{JQ8P5?i6 zKEiM};&0NiRZBfRmcxE8%41UTw)FGW?_j<|`*V>VzclhqmC`ekpNs9vumMhsApTJK zvXx6k-Gjhh{3QIjAcpfS^e=|zvG!|R&;OYEAIJmc>(X%LWout;`CT%zu{~nAZ;SH- zE2r-<1%{J}|H&P%$Ts&8|35j(WAfdi%r-B@-@E>Ud3<;EAN}fb(tNHT*Q7g9%Vz&C zzjQsLHhys1B8VqAzY~W0QITQ_R-b z`Q@~17utVy)0tf4GyOE!7sf9)TH=-H|Fs3T3GU2daR&(10k|8f5E znWsIf^XNMuPqc5J%yTm?mWlVzaD1PmORwjzw1D?K(4KsrTg+LoFPY1GW|w!biqt%S zKCC}e*UBx_ZUDp+%qM3ixz3FLvYW@hnTNLR*E>7{;uZEc^Y$n6Q{5NA{bX!EE4HF) zzOVTGG0Z1seR7P_mlD5MhULC(?_D$uKgZ=s81#+&`qsZ|mlLuc^iv|SXTo6r7>@|U z{vp~UtIzyzcE<_JcH3sM?{$UQK6)-|nzL1>(*8YR;1B0>!eB3GKMWrs`WdGGx8(h? z{Yq9&?{%T@O% zC(Pr$pL$>Q%@OfD-uo??GsCaR5YFRJ-h`nX`)B33WFP+Rf;&B)od)wcuI~x+ct9A| zD@eb;rIFjC!Q%Ucs2_&u`zC=fU#}8|`2qRypYAgE$GJY-e*EXTc5gYcRFUnU5r+E_ zRDXVtN+aKJr2>Yt11{Z~YysyNXx{;y4YqXd;RoM)^pMyGVc@s>-x&0X^HYFfFa5}_ z1~7l2JOfN}+D?|1hwl@Nu)c$uwyWEAuz!?S0Aad6Di8*JqP+)rDkmG=S`GF}{UL_) zV5C1_seAYlvzL%>p??NkifCN0>L%a+4JcPPTGr76=%w)y1HHr_;b1l%V)p)%K<&Zb zX*{Y=-`@&z@(Lnt2bO@p;QU4y@=4S;E2r;$g}DalUfx&SAbunNgh5}Z|GC~S>+}1m zf5hKkcS!ZI&zWgYqT}{)Y2!prPKu+(pVTKH3+<-Kc($dU>6^L!#^sl7Eoxgjy~8 zZF21VGRXF_Wu2e+ycfp{8hiYv-}Fe8Gt^(u3H8FLf*QzwP(Q%~QbLc8|HJc<;Eji4 z?{s?)`-w;&!|c3{Fpt-S+4qtH!)$+xwWt3d6oMZ{-}D~;2;vE@pB7B1E*Yqy4*g;N zyP!d&R9ulH-=64aSefi0M6*OnD_y)lh5UthzSFR7c57!&{Dk;_v55~>;{Fm6V!B** z(iM;w>Sv+8N!eaqO}-zp&}R3t_Y*gPJkZ`2^*wN2X-p#cC-%Q+;e_UuKWqS_eJpA% zxTxTH4CqJuAq@E%_Rq>$KD#)1w@d#;mmojE_Jmc|(0EH!YnulPqanUv`4Y8hc2S2u z^L%QF`I&UpG1ahNiu5d*{D1?wXQ`f$Faa-P2thV>lI#|*Rc zJ%;K11A#ECpOIgN+5Y*`sAZSt)&Bv1B6{8>%zZog8Js6zJX)r7^x(3_U;MmcS;D*n z&b=?nc@aO$50TgDoR3z1 z)!yvqDE?jx?Pq0kM-_jw23XG^J*&pZ?EbMpynl!EteO~Xd*#~#_#PJRYt?MW=t~tn zxc{wM*Rir*{v7x((i48^*stBo26F!o7p(hr7}FW-kIKJJlFpdD9`dnX68)~8xa;Eb z%`=rPsC@Mlt<>M+?(y}<>VqTO|Mzx|(o>S(nx0$E-HF)@{i8hBSUl25>-mxWpQgZY zI4ckPE*o?1Jl{`T(-ONwqhcA@8?KiL%U6-S3G?wIl;4~;ol(NiGb3h9e!t-LY@Y8% zJkuYPQaY0FFGlvQ9=BJ+3igkYzDUccyKv$iu1HILcPKM3?%X+%>9ip^pEoq!~4iSSo^8uFRYxM7qD{rzW`ya zUcFFuY6{33>0N77;F8fk0@jN}kHx+Ace;Ote2Q?>$uVnxShQ(F_7r8*=aNj(9k4%a z9~EOgc9iR7pcirUoW;qd>*hl~i1tMo^n?6I|2g%seOm{}UkoMu5(asr{s=?)S<3l|F;ETcSTUX3U(DbV*(bkdL;qBN{-T0cS0}@I z7V)~SA%||aMgsjf9%1-@aExc`dWEXjCht{c>+5yBavzVhy36D9x>-5(alWe|AE5pc zocxxL?f~m0lwYiMn4+F@IL|*~3u{MKd^-a10^`;CF}jK))U5!|lE{NF*rUdSa&5S@v9l68pC=6SFY>d&+5cvj z!>thS2(LEYRKHz(eylH{Zv$e!evj`u`a#e%@%zuH@Av`V$}V)WgnS$28Sl{3!c5hX z??1$+8iy5`I)T67{v5+BzQ*r96Bsc_9KWdj^BykyPOEbJix+;Lc&s~EmENBg;v3v+ z-STns9P;Q%@eh69<-V zm0ME^<6-^8LCoO$rZ%`|byS!tpn*n>_IGqTwK4)b}Q(h{W_2if}%J z`XS8o+fC&+2<8Ek2pbzKAB$)$CKXuH4a_lcD zsaRvR?{Fx`_DLtluM5rI3I2@zCy742n&FxW@fQ7atK7`vO)-n$JR93@b!aY~(6kWN zKZO75H}8JD`2UMg9?7=*KWSM#=jF)}N)Kd)m~eR{7i5o-E87S05c^N*7Pzg$#945@ zi}VnN{s>Qhw0ZFt@%y}(52X-h`&SIpdq6@;OMPWP?kUhe>T{bx{oGdt%eXyko0;IB z+wcVC7kCyu?L6Q~PJ|d^RnidUJPs zeUKN*GcDbI-n~=D)DBByyd(_zKP>TA!m#36_cw<1didWM;uD?^vi50o|CeF<|3HED zXF~qSu!#6&_38hCd3}Gf7gm0f?1?Zx&tUxp6aTC}+uukNmcE{7)fVg-{gW`nH?+_6 z%(=A%rp}O0VR`!5h?&*SRdAmT?RERo3Y*%7t!m5KG0gbJkx7#dlVJ9?`>a{=f9_{F2Ife$V33BRgk7e8>8kYE8vw%363nm8l!-_j1;G?$4P~u`lCp*Ta1=)JNvlQR+_$hk!lf z_?agLzm6+71oaCf@+J)DpZ}D@{Dc0N`DJSG&$L+Bk41el+=J2cGeKsLVFcXwMSs}g zRd})AG$n{<7*81PO8sZ8Pd+uJIvmbpasMEz?rUk4hlL!=f3kkOe50f*3;&OZ^2nB2 zXrkUy1n~^V&mOldQEr#`|I?5^!u0?%Rp;j`IX&0*H}@Z=HkAA?Cu55!D|rB{ zw@}|X`#PLSmQ4bCMS13wOvt#Qp9}dB@{?0Ot2%no1h|hw<#$$fSY{Ui`3bh))%R?P zv2RDv50>xpnqs9_F^B5 zTKNg~!%_cx_Kj}r`vUG$KtzY1Kp6NL^EU>5Fdw0E$VZSqhS~lcVVIq9e%|x*taPG! zG{_g_m8-VDrm`-q9g}}c*n38#kYN~ZP(X~EQj}A`$^$xsm1df!vCvZ9egxn`v$OQwAcOhMM;*rmw*SxIjKeT)5@%%9FQQEz@=PMw7 zq5ck-m9L4IGy?8tAisp6e{4?}_Dhkz1L3_=whVg)`apgUJRGU7m-LhUzp;=%QZe{a zzdsO9us&hXH{k~tU-@WEhx1w-|6setmNOi?z_)QS3~^oBhepWxF2QkHwJsa{F%yOeS`MS+SC652!|$% z+(*q`#`D+19p06PS$=`_1;)3-lUG@(Z)^a0BRz*Bs_gDn=JWZ0VfKB^k(7M5`w24@ zGl;()Wp9rTG5P@#Ly)3%w73KC%4?>z%GTzlZYghfb{W8*;3jr9wN3 z-zPFc0^EC^Pza>&8&90u8eS?=0C^+-C#nbf#>wZxe1Y<0n9)y|`#WJcKc)81hWZL^ z9zZ$j{{&(s`o9<9grJ;nA0~dk2hTGIgS;_cIjK_m*k)}gKkqx~kuOu)E)nXZeVt4V z>`>R?1k9fp?+O+i%7~w~5AH|dc&BW0UacOl#J?{(HO{8{$6va9eRk@UT#xJDYGJ?6 zT4GNOv-|UeA)aEqVVK3cQ>UVr<<2YM_H=r5*_&liqPFb3?{rYD{lasdp?~zh(>vnt zNIx)#@&Cbaeue&h`uoTDd)qaDf85_?_#VlhFvNS5FDs|_i-j{vt9B+T4~6*~`9I^3 zClgg+$m7+S*{^)MzEF_gMfP#_&=FJ3ZOh=kFxEeNcx~#ei}zJR$-d6kn5A#pehTPC ze?6yexhqV+1oqqT`;T+Gx@?_rTfAR_^qjl0IP=gMIgZa;MOs=^WuQ*uA2b!5&9ot&@b8}VV)nb@WA)j5#4yYE7-svS zgdzSQKZId?w7<(?zQ>CSD)@bsD{a;~eAph#&lj&4Nkw@Vi2t7&^?zkZ(8-hs^{}2r zd%7~NUVZcM>qaG4{5r*?q>VLY<_d|Bdupfi; zUqcMvqo6%s%W*N-=OunW3FFtbqm>f|w7vs=(B7`ScPZGZss#Mt{6!e@!GFr->HS-Q z%HjKAq_V|A%yRr zmmi9_A9_BH@6Qqj`$YQ7uUXVMz52=X?edD0cIIjm;64k!=Rg?t&u~5?4EBQYviw1! z)PWfOeynh7XmbD8pA%s|>nX7ZhVzKNTX9j(VgDEA+wNE%_x{Iz+eAM9SNI>6{gvel z@(i&7QH-%%eG`P(f{+eP#Iy5fRS zh8xoG69~iq?_#_r4E&q_Q_k*Zv-WI1gD~ia=)v*$dYzTCc*5Fek-l&1gqVKNJ*c2b z_Cc8MC)|E-y34y{Ech4pPZ;!pxYFRn;rDB^fnUNSc8n_5_JsK!`Kf%pQo3gCRz81M z{&sQ!OxW_~@FWvMIKM&vs6q_&(SEBIrfgZF{lD|BsEvz4Ei52DQ~heeccroh&-d<` z`8gJ;Tf+SmY=7^~z%i+ri-BH@NB1Ll<>w`|a(Uk0e#zUms1)Ka_V++julexOuY5iB zAVg1LlJRW*eaC~=N5zXSE`s~2Sif58wyf5CZ>W#&mPE&#=KF&+6CGPN^_~j;j{MYk&dWLXE0XU|*UbL) zdFWU1eJ_k3gt!VI2jx+lklMCniwfuOp_8NDLQ^T=59RZ4+Wk&_zU4u_ zkNiJeQk(PfBJmu!sPlWeCalD6T7VS7}XAkA0CH_tr z{2${RD_5uW6)R6<^iX^Dz3am=o!*i5@4-H>|3~i^kGANe3-n+-dYltGAu{F^_#4jG zgn>Vl4`En8Vti-y+4}N{Oklyi!)w6a(ccKe{EhN>V)Do2#E)!Pzft)d{ZVHu+9`-g z9#0U%eiF*($@2$y73{?C!D0KSfx0^RRXahRNYArF#W}y<7V`UA&#Ut+Gne~u{_5sF z7*u=z59FiBZ(VwWcI)}U5dW~hx|3RIYEv5_UgP{u7~Xfl`Y&WJec7}|5#;|bX8G0& zQ@e`OS#e;mNY8&to358`Kg9P#2=o0}!tj55*x!HtYTtjjPv-Z}{#%fBDLBdw_(T5x zJ2*b+%#s4>HdOy**O5sXg_9K7{^Cos*>hFpn&CbTj{kDxu8~&CiST|6_W$y1+OZvv z+k-rj-;^4|H_ZIk$W zTKpc4F!&d)_gOhRuO!UR7g&9^-edSB^GkQJ?dyjh>!F~(IyZY9QU7wci z1$!_m9y`22}8WWc;9H}T5A3A0QdjK z$C}U>q^*bbDVD#TJ$t5Iks{nD zKzY1P+%z@SG6C!t<^6W6OlJETvq3&+Z*R+9Zm!jt5BWXX&pWwSa+iAggTAo-yKZN@ zj_kn1>zI}hK zR1jfKP69OL4r98)hjF zSo)0Xhhh4EPvK*eMwd9agXcu~$*0ip7vrB*^8KSv<>%sNS4{_EkiO4thB*a)7D4<% z{eQNqofPou0K`w!FT+`+ABLHKebKF$rsk2u&yxwmcxVp{pCo;L>3RA0yy+n@KHA3@ z!~VtYhW%kYe~JDG1OF%w!aP2FIr(Slui2mA|02+yzBD$q8njFS`td&8*ZAtv&!4h^ ze;oho*}U>Gk0+UF3&CzMZfYCxlV z>{^gFj@Nun_EPnu?O-2>zo|XgSK$5;<|nNGE&ND&;!`D_AAKur=(S_u4zN#@Z;SPw zC%uhk!1@I3ttDs2xI=5IK)(wm{1b+J6aAs(gF};JwGVIqeU#nr!%wO}zF7V}Hu%PE zTPK)p2&Z-yiJEqC{=c91lWM+V!r%97UBA8XobL>7->pAwMHjlffp~`e{CH$mIB@fB z@E6Rlerl|D9dfV%{_Pg`KL~@oQC_T^-ZK||CWcKvUl_*k6EMu~i~UTjd7Asn7uNeY z-p>d70_WtGz{!kI(3O3hp1EKmB?=aMX+*1t1@k z|L@su;cF5)1N}=S@?`j>)WE+n%%6B($I6X}KZe=12Uc3v!!*7feQ-y;mxd)S|J@7N-_2UcwTBO(m;Ezu{(v>sv@_LC&` z!!XcCc*RSf;PvA3Pf0u#Nv~SDa*SCq+wWx<^dXVINM`EDPJ6~}1^TeP%%U|0JIAhO z{veXs5bR*A(H_owB>u@Ti+2peePoG#MKVbVGW!qM!F!U3W!18OtGIoK_>TO_T1}30 z3NYjHA-D*37#=KViQc z9*@SpfcXRYlh3QE>?r84_n<`zR+oE^`l-w9MZu=&oQvFXn2*t36!u@X4>vi@;)94V zAt;E6SF9ncCC>{S)r6-D_#3Kg1KHU$J-G6WNbO zP%g25k>ac`|5>beR?Z=M6;G`HI@NO`d{2P(Mp%*FyAdhg@QSPqxeD=>`bW(C1Ihy( zMXPHeKSTZ%n;Nb9ZVH6)P#;P)`BhIlWPv^;^Pz}gI=>ew{aSfqP^URc^nWNEn^J$u zN){SBdyC%(mBe2W!}NZtNICeevi+Y@h);bb_QCKhoKIOfLHN_VTcb#e`8n=Vtiob1^>2Z=bxf>5ATIG-wFl&BEM>* z7MG9D*~{)PiPZZp4t~+U1pZ+F$5;2Q)E^V25B`k$QeT|fWI6R9jDJKjK4Fm0n!hpR zhx-5E47{%>V)f~MFT?P?D(a7w)A2I$TUE;a^5Xe)q|1Kg7 z@Gp*?8MI^{MseFoSI%7ZZ2H;zx3&p%qjA8p*; zCYPP>i?sGOmEDv&0`y4cSBBaCn5ff|Cw8NLwrA%hqE5eyXOCEs3I2foOc>;g`e)^I zzm?So|3Lbwob6YOI-Bh8X%hVf)}z?I^R_`l%x8xIeds@()3+_loMaFCFOv1GsPm)W zM!WYW0zJqd!*pII>N4hlp+eR!*snzSbn)L`(#beo@h!vap0&JOycYZi<*#iuSnt-a z5g;F|uRT23s_(I6_&*BlU;CWH2mJ-c?E70$*F6pAIvKWs@7d8lx>>4C)jF0A@f_*z z<~m#IcD_81$K9qCha4X5$Id53-DbUf_2k_R&=H}m_hryNbiM2Kb3?`7d!arEv+pfMgkgN-hcG+;WaSW_Q69QW zYEQ(rt_1&dl=vfIw%!pDX5W`E4EZ|pqg!Nl-!|wr+y4;hDI4m|3*Q0x73x#3&+4)L z3gp3FP~Lj(2}{TC`XNjE5hA^%@mVJ`p2<^wCemw}7H~1G0oHTKe|NK)1Lj5R0zLoY ze1;cH9Gp9K6zn%s`DIb~fvwq)FAtXR(;YE74y$fC*T zkEOBmE|GpxY)jkN@o*j|Sr0J`_KEV~}K^{*Cd$K(SZV_Nl*F zzAG{?dbmb!^a02hkspJFZ(bytrzxnAJrjm_MD4MhtJ!tybq3r^Oucj|N z+TVod!#yWCsZAf5p|(uAheW=Fd3+%Z@f+={XK1PamwpZqU(r7prvEDu5r+0uKhFH% z{&UY^{-XLRZo&6&BmqYM?peDuNPSKf$V0LpDIyH-n;`wHoc2#xIa{xZdcIeaMOJZ^?Q}L>Rb5dRaN$-{j>t$$zLE;s?sdP<>3_xfQBB-!Lqm zHh52QfI<)H-V%KfhV{Sx-x$uT(B7#W{0rlak#g0`-oBUMe3Wp?PMfvcb^$-gpV3ac z8>bt3!+e1AwbA#C9WE>UIlso!kDgARlnVO8_I=kYI34dGg7}a5b>EyZg`RQ8!TwQy zCSCO0b(_Wawb4HagM4s2lK^Y;l53_QKa3A18$5n(k2B-*gUOLyr`C1)&F5>v>^%(; zVeY^EW|82n@PU`V>~xc{AzP^RbM$3hWEqUMzOI=W7;xg8dkbe}s8{HXvY9liB6PoIk=~AJ~4t;t#D# z{!ZYJy(Ic04Dv>O57gN4;fq;sSZ^bLgrPm^W1#Wbv{m2M@ciDgPql~KXeY2QlpkTJ zkNsJibxX+TyBOXZKz=OyS9z~6FyP}^&ZsbIQriIf!+6Uu-PaLW-klU`)-(a+f$|w7 zvvI;M*%>@O4YD+-i5jHJ_U}Z56?zfBgux#%9t_&)`=`eE5!eIz%b+Sli{WQOROS$U zgMNA}Jn+X8?qeW5gRMplzUN=d#~bYRD(BSIVZa~q%P?E76NY$>{1S%wfbcw@ZD-pi zx9NcUL82iJPpyLYiSuhL9};@*VtbcLut$`imDT<$5rG$AJmjA+tQU|UtKmH^t&UOW z`7&X!7wpe!-7?!AmBV5G5A|>Lu7A^X|m&3YWnZ0zuHi%!?ewf$ry~bm+!Tu!Qi-{Pf_f15@ z7xcXOYPmJ|1M)vSEI9FmF3iU?-tg-;O=1U`L3=D8q2~ALq(&algYp}3=A^;G;zhjv zh=b;g{5_o{HdCCu}K5#L_Cv$?+?&P!3AHgSs`J)7t7{UV$18@=zfu7dL|9FH(N z-xArnXrT!W7!UP982kg{z1^?`@dPB5P%JtLzyN{SV3hw`h!M(dToIocMm=80%T;eh>O_ z`yE@fGH8j6qe1}1e}>&?{u%osC*+~acTUgP#*p9Bezn5>A<{SYXLfqW=(v z`yr@*!tDQgMXa3egNht>-}CF|@g3Hq*q?)__wo1B#q$BScQke?(~8^){%;wCysGsq_Mz5;~cjo!igbBt6XAYkM_Z4wInc&jk738%Ns zy_146MtsS(0gUpWv@Yk3^X(Yek4Jl&)TrjR)?9o)5cwqx^AoOT2*ds!<|_=-{c90x zPxlo>F2JV3}HQu@|;}p`_gHT7hvC1|Gll|V$C6-UtAANMhx)`{m->b zZBMt1wo*R`Pw}2s57KmGkf z_oWG6VSR+<9^Klxs{MGOph4JE-hZu2!zy;4S>(A$`B~DQNpQZ0?LF_!A6BEh1@0Fk z_L?~}>gZTgh+imAuPkBn&3XNSU(~19$+w#>-tGe9q5QpWFBultkj(BMi@cs!?~LlV z1LjAJ4>K;O?ds5V0^C2r{s_bV5YkH+`u_*>_3DgA#@_mxQLrD-L!v*1=ac_=o64S@ zDtW&G+k3BGcjfA=r$7(JKZfajK9P5d&06zS$GE<{4;&vZT00NU7hEO%6NdPU`em5y zUlQi?8*86R@?qr(#EjJ90vU&JwDq0AG#lOhWjiiA0O=#)w%JPWaqK+T)k&U z)>MMOVtn*DYd`0rcNNH6a^Fzob3Jm=ugtfAkv_t5PsyKWwuy{*wxk94L4D1%?f=pI z@m|Oer%3oC4EYDPpE>hemt5s5aGx0EH}l|jBg@m`^C`54nKfU03KmxbMtWwA+`VK_ zy1asj+WYnnv+Fsj4a`5-o-m*9d>@=2m9ps;oY!NypQ63@;kj4gJrXAgJ$@rAmP(h1 z-$$bI5Sa}!6Gwr3dt*6b;1}2XepG&w&SwbA(S1dc-_0Y})FMA}`u*yclpih2g?NYj z_{$u%lbx3V`5(puhUt4?5yR{}nc;k*k70T*TIB!pkw=1`_hRt;@=F-@|Ed2QeH41g+pEl$wv^~^p5fdJ6>qM<{y)lp-jADkT85R-KgK(T zJ*YpzFux*w^Lu{ourFWyy&bkE%-%~D%^w)Jtl@(LtWS{N`3|brLeA|6{o?#Z80?eU zV>!>q=O_F(V$9CzaDNlW3)B?Oio){1e$YM$gZwal1sY4IRj)b#{`(K+`5~1M%GJ!eR5 zdjs}@`3PaqFVTnPijCA?kd}vCH}&0o{Xv-h--sw^&dPDY!b6zzo3qhZ#zhJ*jx%tZe;ICLeILhom_cLiQKE_kRFrQ&QO&HFr@qCrlA5ZkN z^3J4B)}HB?Fr2@kyjc5$|2O_klFtI|7%%nadN>ckcuN@e!%#k~oZVj_%=Jka><#%_ zu+k@bYH~R2?+}ie@Y6)}0rZLb3emS#99#Gs?q8rjLV7Eyrfu!d*9#$TN$-ROx(d0KbnHQ8~m5TrY&?&G{3MQ`~MY`9tWNWrf0_d$2yj{+4!mXk^o? zC;Q$l>D{pz(}wL=G9mk4-cQvhIbQsIJla#3YJis3_iZr$qko4D zv`Selw~?Rcg`KpYe_gu};@x-&y@X*rjNh!B?sJL=gT0`?5{CGJ_QcBRdn3^b1M`sM za+PpD75#n1OzE-VkMj6_=8DtW`L|;F!}$*CXXS*(?%U(mu={wTm8&|QGFVUt{OC*Q zBMkCG|04|fCCY2%>Nw^7D|GpM$M8KGf7Q6KUy;|dVE+U4xhnQo)Qw($AioTh^iLS_ zIm!3NB8D@_-U-8bCi2hP2mae1Uq7(=Y(J1;mLIKZ>{sE{{t~QTkp6JZ?hX62pTYcq z@(TZc;_&sHo{9$uukOCyuE$~VeR{NC!oV-;d-dr1F1t#_?+ar4)teOiI-5QRd7(ZD z^Z2qRbM}r6DTdG<>qnRyUb!}MD!iYE{Y4Zk&`=yu*hZV^i`1QV=tj2qJ`>J|472_I z$Z=j(qMa{beAEwNu8+tIj}u#DXF`0Ta>OuyQ-6e+KSfsjQ4L5fR7jzC68WE@sYAXk zpTE~8u9bR|@`dk@ti8XZ=lZjT-2c};*?Q~tp34v)FdjwEsr#l^BYr;}{UQ26Uc>lH zv$#AM4kY=;jE)-U^G6Q)!}%trVr+#&ML&Ljg)sZRNJJRc%P7y7UpZPg)80e;#Ptnf z7!TL~gyDO0)Mu^X&{PNhgXeh+hmt-CLwTHs|0UYzT6hyg8|0Vaa?;28Z{h8(sLQqOMe&?rw!cT1-_Ico z{)+Y*H|0%!i}C=77dReaI4?qd$Ia+^am2wqum|KXE^}c>o8bQ7A4pGJ$+|0vax>+6 zOW8`|0mCwQe_liw{1x*J!Vu4BJZi7P@a+$?Wq*6aelf1s<7LluaU7)p`3B05FwAGD zuLP~UY?rfpV1B~&31Q$5$4eL?bk|Jk#Pb;)Za#_ zF_&}JE5UvN>UU$;Og!HodY=2`@_|bh@y<)&$slR<=+h@A@bAQ|%cKXcVk=a=ZDR4%cY#=i}MMzpDo=S`n^1C3-*imw+O@eF!IC7Z_@aLVg5yW zSouDZN0N1S{h68H!2VD^NyFc5w!b+C#>03)81iH6pD^%G^+$f$c*8}!zD0Q?MO7Y1 zXtjm>dX_}L472^UtsT0QS85J}?}f1b)}x>8*X`AU@d($Y@7Q@v6ZAp2Sus1t!(9F@ z(VyJLY*((=AegVQoME<}O&&ZvzUrw1_b3sdUZHna<3ze-PAEbZVI$ik>M_)oY_P^~#!rn!bzVrR#)Pb_CGh=>2Ji+;s zFsCndv|Ze?gpurhAyMk2I7`2-4L~3IE5qzQcWUyQe$!s`0e{BvQ>$FH^4@(0dE@*- z7}hgLPg-=o)+inE{}o{Uw6f!EBR1>=dnNoq_nJeS7vL{wpXr@mx3e%-fOxk>qJM@@ zlD!fJ`JjCfhW;?#u=;z6UsnGJ>5rAaCi+-8%U9BSL~Nb*I0NPv^xt%kb1&v>I0N$; z(wiP`R#h?A5%|IUDShv}vJKbW;eH(Qn|?f9wXw0hZ4l`*{nUXb+ju>G-)p;Tv|rCC zACMpFJ45~GQRnu7T%Q^3Z#F4O`|^A_!z8ZVtOa&FAI@;L_0TYrm2V_^7=Fv}g?p2R zomPYS6Z_B9*x2~p%?{>Yv^TA1x56nhU=L>TOm_(}NazSdg& zy)a>6V%>G0;q9*Bdkdl+RufKqIP?_e2h0};!)tb^&mH65cN?)woWD<(*cV~2U!2bv zX7Ol;Z-*gjv8sH%wPQz@5$Q*RIX_wZFE>7ONP~EQ=L>{kzZA#IYO(98dv+iAC&ugS zpznsOef9yr7%#GqPB&AnwoyGu{OtTcuC6?;#^?LDXw_ngqS8*H5RoK1g^)_6B)cR_ z(IO;CC<@6gWr?Un+sB?zC@H(LWT|^43Z<0%&b{Z%eDk~iyH@%x0iz8Ur*{s_Z*4(U7oRK4@GpSo~<1MQ12Ur!K* z^&5?k&-3$etX-Gvk6{)s66fU?hKyOt?mMbZ46wI3e_6C1MtKs3^#{h2q#iGa9q#(S zdTLVS_x!_(+qwNDz1i+4xbO?)h4du-l*!tmx&^*(Kz*H%P8sc0+6dosVLW75jp!o` z`;o{$VRj!y^$DfotLxu6!ukRGKcQY=|9rjx<|}%>*H}YI2LsRt#$ed3fr~U8!s@!d>r}lvPX@pomClG@@qCYZRL-d{W$U4;JoFa^e`X>ze1p4>M zyj$Ju8*;%P&|glimTlemaV}rKoeE4^Chz0{_K5aC81#wrA7O|m$RA<8e|_qDa>jqD z&mdn!eh7nqBLAm8HO-0|(GB#E^ql%?X)L4plb??`tvq2u{gtB-5756DX7!BIGe4xY zS(w84d3>KR_y^%l@4kOeUe5D_(-(c$XQ}F_{ABHf+4+=Y$yICD%)JHq0n&FyV#0js zwP8HpVwlyp2!lT(|7Wz1{mo2tgZT@`KQq!q|Ao8?*c-KPzuxcRqA{>vML56U^Om9v zFjjj0x$-fCj%OgAp#PkC*O+(X*FCAu3^#}RFLJH{dqw%5wbILoe_6@%hqL!#~3!T<@k# zmfmniBOdgL^ru8gUfmN~0sZ0pNEr6J&_5Yw`;#fDUkk>J$b$O(3^9ESvwR`tv&^!b zl@-7*>LcZ6r}wAgz5{>AKVi@}(wov`=Dz3Gc0OO6Q=P2fSepU*LHj%BGT_ecpjY5O zq2lofgTB%J&yPM>n`_bt{($_XF7dLQm5{>YZ))vV$Jv|BZuNUlFsthx%`FSIT>Hh|*33GZbyte2bw$;s0pR-m)xe`*u=E2LHnMvsSFva{my*?JdhsdHmn2ulaf)YyBgKu5Y5D zet`1Ho^pGGukUxL-{W}Mi!av3sEhWqu)pk;PLDn+-GTdc(f+gF9VwY~^&pQAIX%~R z9=o9{&o>D3^+Aq)&*qU2T!3HkeOA?k`TB>ov-5Bav-%fd7!THgVj!aQGR?H|Zr za!ogFIU0Kw=2MJcghAfaKee;(d#D}GGh_VAT{(Toyid}6|28-Dk#p2kS)iBNkNtQ( znEc(qm+_lwu|EpVbx5~82qYPyEnxhsFpdwRjs+F*2|FKvd3o=sm>y1%{ps=0cY z%JV$V-_`t1lRE@?LVx)DwZ&2g=FgRueMVI#QYNO5DgL)@lP1mmqzU|*bCueSoKMxS@eINgtr!7&9gIt zcJ#07C!9~5^^Avl64no|-#gJa`%WpeqdW^?H=g%`b-i9-5}{^;up)%(7JhX%N4WzFQgRTdoxf zz`xL633GiAhWm7||6Ao*N5|-i;u-dzKlR-^&wSDU4P!n@81hl{-+Z5nw_aD$VSfkt zxqW(1tjU_opnu$dx_vHc!a*Ywc~<|pqwBx;!pHB@PBdTKIT`aJ|LYog8p9U?0fc})*O%@%AYXIM`*8wyTcRgX6%OXaDE~T`3&{{vgh7& zohAW&hGKaXA_n>~z7yv2W8sJKfxWd(fc!BY+*>+p<HGx$#P~><{hwMjVO~EY4F5NS z{62_#7*TIE0OAMs|KPxbhNe<8cpmMEVY+XxnlN8a5C;8X{AbUz`W$1O4>=@?Tr><~G3j z0DAxY&a1xjME;Ka7JXdd+|S$}o=1BwHVwON)4H46Q}J}C4}mo;@I1nF8cU(55ylF0bxeQ7Uvyec`6emqGf8uW|wK3d<}Q*!(to?j8>^>)HM z|9G@R-XhGr7wmr{y``G2v1(tY!ukUFB@FtecB4_Bqox&uJtMuPbM)R$h5Ioj$e&Ap zspNg=JcavP+2HF*NjGou`J?Qk*YKCYD|!5Uth_JLy60JlH#q-39+|9tH0=$K2ai{* z_wqI^hkO#pd%Qh-s`ARSyuZge8$9BQ?(qEXiN@(CCE=f8y^GI3v5boIA2A2~6XW5N zC~5!S1M|4Po}Q|DXHc&N@1s2shW;@=JxxB}>gYTY)*Hw_VVPOf|I`1zB<+h>3HC|t zhBx%D>?)fe#jXOnL{P>U3RJdwU{ka>URcxQ9EK;cE0&prn#Eb z-g)po>YFg+OX!b;`S{Q7>Hf@rDEeL=_4&N}nBP_N|FHjGuYSIEeL!8FsJ@H#`8-GN zTD8X=uy5>-F!%$~!!Y|^=Y{-++=rKBVSfqb^`c+Nj@vsw!TJW}PngHQ7h%6IhG=H< z{FtzU3Gx5pdk4J|ztPjP;0D ziGx1XXR7e?T(3^$ht^0I!+dTgj^~8s%_$#b?Z;?7VC{V=-n^}kLLKynP z`1kR%k~)7Be)+# z&x3q%eyNy!y=l{kj?f>@cNN!?#uTB#&EA}X?z6(>^GO~I zenUS=cYc{Ic@+dgVN&GLSFYZ)HKj z>7))4&>#B4d)fH#xBeTT{)PO%AAZl#aLO@g$N7gapKsrv4+`%1;gvkgKR;OAsavhR z68sVA`QSfsP}{_gaNi>OBVqpjM~N?At_RHqf5zuOs!Kod*^|oY`509G&Gb$c%-{I_ z$IGtPXCJQu|3rB+O#eSz{mG~}^H*d(d{2h<`N?HU=JCX2us3|3FvuVMi(yuOAPn&l z<^8F6?QMUdD~yNZe|mo6)%|Wopl{SymAvh;=anmXy}D{?rsp@UV8~aHpQ?Sm^xVSA zdAzE6tJqUvg$mbK^%QU0s;hdiyM+A-Htks0F;ffjJEULe+bG59E)v zv;C3J+ZwuDJZuK*YwGXZZ*{*h=cF9Serk5#m_8}&49tIMKVN!Yj$6@nBka#&|Ae6( z?VYvHVbAZ8I}%y9_kZn(VZDIkeaT&Jkr{jt@?q+~euw6^Jkj^}*j~G~WXZ2*r=i|} z_3GMZO#xSj?Spzbj`vkN>Skw84fx&$-~SrXOTPALF2q-q$JfM^fQe0a;C*cWW-++y z)?dZYPByle@$Yyx)_5Us>l~FS#*W66_cIuiKmN z`=YG_^oQ}KuGG%HO=dah3+b<`a(rcbx(@uIOdS6RL%U;p4EeHcdkp(yxSnUv`~2G< zw{O-zyKkcI+nuX9??mVKrec4HWfn5}s6C$igPsR{6F=C_>-DUi)hFr)X*C{KkLCGL zy_b`AV2L!)gXgUYgZ*MWV(qLxUBCKoSn|_-JpZfTSt&Iuu@K@h%Bw!5wsm!hI>awK zG5v%g-x2>may4O)AI^t_dHsO3v-2J7{qv;n`YO+@8xPch|6siMKJ`hX;kzH8KOF!2 z;a74MQ65~sKMu^_FmwMvxX%pb^CP1n&_77DenNf;gZ-la{`lr~Z`A?Oc?85i`+UC_ z`s6X#JK7UrkRQfh!cZT;@qZpHtnK|Mm&cEWw5Glj)+F-pRT_kuANG}r_Vcj+#!bOb z{M|=DJrwQv*U;38t^-E$dit*!QeV^WghGCd@*)iNB^>Y9%=d|*!FAwo$ltH`#|;eT z?vk5M{r_rIJ1}H2{NEwb`|EGeL5=(}cpl?xljWFVGnenzGza}o410eAbZTl+3kxi-{{8Y z!@mxL)X&Ts2lkEj@OR6?{>RgHfIXo;{$^-2+dX`v{FUVKxA5uw+Z6|)Ke4?EB;xW9 z$|zm|{fXyyhCv@<`7zAaQw+2DS|IV$QugyIX{JAcMC)_+h~BFpK8X1dNDe=sEo(DY zh3@weNLroy79svVP^>?WDgS1e?Z+|<@)GNZVerp?Fso+>B!gl*+Z?Q9_eC%a@)g^c zK=Q27=mYlU@ckk3M;P>t{Ymu?2>u;66y_swJ|!Rw{vg&D!_c2tz5=PV_nj|~s)YRU zAI$t+AeEb*J=A6`)Q?R>@rPlM_dgiqE3S75q;wNs zdI`gPj`EQ;lo*iJwHoplUGeyYl_81ET!oeG)?5Bi6z9U*h;EV0bcnJ}FSW zV*L$v-cul-W9{6nQdD0;f01t;{B6;hTv(4GR?rK3^R8hAo1X;=vq#Bk`X#XZL7;F} z+UCXJovJ>P{l)wdhWW#%J%;^fYufZS0^NT=v z-<{a%+v#jR5-2CHDm!ytURp~kS4TwdqoC^|!(;2GOapsD`qY%P1~>(5 z0DD9K?AGt+PPap2+4@C580wR#pKf+b6Vv~pTz zzPcfX`~dyCyWTq!p@RyX-$8kGpXut+O->uWZ=?3iXIcp@gMhvv;`h5FX7w`xVOGy( zn4KSCn8)+(kKS+D@pl*Gvq-PHOR!8x=`%iGsh=4oRsQoXTmK2v>jo<+_DzEE(cUz& zTPQ6YSRn8PeuD84E9Lvc8hH!pTX_G`-6$R(`kO@q{qTPX(GQI*lqe7X5#Sc>O5QdN?md@$MU#zi>WbSdGThDl<%u z3i5>Y9rCC3!w3GNx&ZtS?MYkj#LQE-L%=_fUTx1;I|a+P!1;N6UOQ^*EkBJ&u=hS< z{c4}JQc+TS4Dv(!)6OzFzfJNq>^D(=mz$$x|8xQUq5o(j=KiT&q4o6m^9eA%`2HCI zVeoI%7sGVELeOh(Mtsn*1)M&@kniJoIz3mI30G&Z^B)2oAFsI5X;s`mb%FdUUnt5)uS?j+hkfE<{e|)%4EBorvi4K-zMihzDDO9!+~4)? z>W#SPVg&I8=X=5s-_V{2%g(3w^*wHu#Y{fR^HKddS%H;hbHQHldHp?VZM$!DgZc~7 zqhEC)y*})Kk#{j9oN3<1i8X~S)|w=2m^g) z|6sbGLSS%1ts+XXmdnfFzLd*&sUct=Xuk}5lRg+uB70`IhWv{#?1!Lz66W@7D0!zu zxFwR$_lCpLmq_ed0{I!vABLN)A9bHAI=_JSM;PjFXdgz3n^FWN^SQi?bnf5IOS=v6 z2Gs9+YwVmq?tH^J9?y*ZoOMSBeUaKD z`B^M4!tnn2_8875k8O{^|HbP!fpNg21eYC$cziLA95BIL*-(Z4KU2Uk-Os}?x2L`` zzNIOfNKuh|N3TZ=@M4s515`Wy!7qS z+!XLH@p)H4U&8Yx3~)TeY(IdtgFetc`?k7g-7t!T{0I9pnfR+d@!L;`H#nZjGza5Z z&E6m{^golhMNiM`o|Bo2^<)8I_+AR_l`!Nx=x>DidX6xxpRxab7SS$o$G*Y&Yow>Y zOu|R?jm~hM5Buxy@bcv|XVHBq_Hc(qX?;WS?2DH`AIPtnWytymKd`z4rfGfd~V z1q}NW{bu2b!^2Y5xxJXZI#>Sa(@1tdlfbM#xKp3~a}+O;zY&J}h|s?n?nZckM}6VR zvKTlYivBd<uZ5r=%s&ak`UCkN@VNMJ+$E7ci1*V44ExY{gyH-t%9Aj}C$#qg zg0y$LM|6Pid6EBti@K^AzP%3lnfQE`fMHL1f1vj+f%Q2Fc79brnB8YB80a%*$($*% zKriw)s88o<`OaamzA_Tadyu=O)$9S`|8XCPvE=^+Q*Rbu7lGejG=yo?+;mcPAXgSF3k7%{t)laF7|_80>9$# zT?B-of6Qkry184d_LYSAi|Nfy-eHgJp1e*t0rE8!+Y4b>pJM(=81#$d6K4C>0*2}Ty#LLE&^TTBvR#~Nr?o&f~4v#xzaX%u5+yC%eYh6ND?}7Cc(r>lZ$s{zj2VZ{^ zhX04c_X&eMk$$Tq65E}6++g=T3aoz4F*{l<5Bk98N9gJdNFL?{>vz<*b;sdjkr5R4$g0&J{hL{2iDH(3DnN^hXmF-VH1Ct>ht=5wa&gKNhx*c595RN z0TBr`49&FFy1p<&icpq zp?-z(u^HiUU*%OB*ek{hoBeC2Z|m?I;tSz322YOnwuE?&^0LV@mKi%PmE9L9uzBE` zbWT4X;u+f8DA(jGt@^k4d^aj+?VxV&l7L^-_oy32J8w@AeP4ul^dQaWn-%id{+nQQ zvfH};`$YG@V>}*Rw5#c&K=l0u%4>A_WCQo$M#yK8{xKh=9kmrEK_k*PcD2h;bCYVw z|B#-sek;F(oUUN!+XdrR`;E*0Bl`buU9mkAhWs4oqj4<{qLv$7fP4zaCk)?XpgdXo zHyUqTtGUgoZHqWRZ{pdxJKQfda{4EhkBzDx-Ujg(=_Snm-$O9TyX(L%4f1f_K)fF!u$9}m zB*-RFbqMumJLXv4xEZC8|6xABa1{9yVW|J2z6e9T0`+NYKf1MEHb74D zw{7d9O_FXsz+auj_QbFo%?E^`UV!qmi&+sNWwHU@M|n@~S2N2_O?3VX$D8cG@I$Q8 zL0%6h%;%rUO-<{C&Ps6J5$R!=zSj~=aZ-MkCUug>?^VqMhMu=~Q}f=p;24aL^bzLkYx|wH z0@HEZVf~2xPqVVl&iA?l`6wUkCnd#Qjaz5j4Nu`~%j@INtP}XvO^IesDem>75}X z)hT^v2X-DxFhkbRbAjeasP~|K&M>KRU#8lZ=P!i8KF~jAcmyQ5!+p$qsQ(#WlXocm z5S`z^_(d4_#dtYmp4xw^&U!qbC(P}8#tFarT->I(U6g4R{~pEn&!i za6Tr?_U{EV?RsVnD$C*Vb7rRFhxLgqz%TlfW5o0e0r46jf0ValSLJfb|kEisOnD|HTBw^PphW&5veFpId>38cna7Kedv0OF7PMs3I z_-AwZxSfBVI$CEJ%+C|W^b+RspWSt?W>9?yyYEUcdw8Sz*6f8`-tJ+ESqVSyLwy46 z-TmsX&RQ8;As;~g2}67vFYceUPo?~nwLhlyG-1e>FdndWR!?@nt*p5)avs5ms4#c z|C?glVl`+F(4)=jI^h>uXO9-;(`zSHgN4 z-=8aKHErEXZ}2Da_Z0%dT)%UZg9Kd?IsiXtuU;F9+b++&!_I37=Diu+>y^1R_ye}j z55FUk=iCYOhw`8Q^!l4^rhc$qMEhAF)h)ovW;Q$@DV9HBh`*R06XyBlf^pwgw|O0v zGbDdzn9lPH2tz!g{x|5ZInnq6^o{&2>=M(~TTk?T7U2NxP4X2hz<*Fa3xh%nZ5kwC zy^Hm&g}W_Rx<}7|d=K@xNb>Fw)jc2h{>>u)c;$sFG&>xj@fID6DOnvWI*)?=za_9u|uB{vS{4|gyFeG{%rYA#q z(YOd-&i4p>rw`l}C^rf6A>_w*?iCqJWiOxy?Qw<1u*zQZ z$ALc+e)?*RTjdv(Wm1`9eXKwX_WZCt2KqO)$1p!H{s$YZj+>5Io@%d$y-e2Js*BXeo7!L@;^ElqBVjs7%^FpA9aC2XY zTfzshenop(t^HE_W9=rG&v5^PFgu?pSiRHq>J5o7s6XQSt8dhI8gI$}PfI|U?+32_ zT$p-gw&*->Z!v#_dA{Q3=Qi_3?HL#k?bGjPl3T)a!M0@b(G_-n`V`dr|=*05u1GNl~I-U##cPvC*fxY??b3T%Hq@bcZd$&2)5So{c@ zzOH3=+ZL5&lH0`cAPn`o&FwLqXUFq9?D2=5hHY-_KsxIcQ+F#Ytel7|#jAdg31p@*q5B_s0)?%;5WZwC{C@A-*F$ zgxU8!f_0Oo^?G+Q3G4y&vu?%sXRY5w`3urVn8&veBi%5czekiul72(HrL}uY-i7rL z_8;Q^LV565FQ_*nKMXG*yna`?;B<5{#8Ll2T&D*1j{R@w9b9$$%22?_--dPfl{^*%@Ot5fLxss(tDo@sY~z#<*{Dkgza$Tcs1N35ln^wKFD5!c5@q+NB@uiasescQ_)9A3& zrvG;sANddKwZ2?`#VPQ2!gj+)HAwUTdqw$%`5j(#MPVxNi}DMLPaWK2laSZ?P2rr&Kh3vwqS3DVtXeH{9wJ7Vfw#O0mF=+%}<_ZUW{DK$J<E{nP;vhVQ(5l2@}nA<@O;w8$PFy}9#+~wS(9sj}n ziT!PLuUxpWMux9Xww@h1WYhd8$Oq9rx2D|bo4NEg%;(5ontLEMX{$P(pPgPczrQ?mjU#Puy{r$K3eNDpC{-;f`MS^bJI@Q3!v-e>l)W8~Xzb2>#s{R-*dk*%_K zQn?n;i}ptt;tSHhJjoxo-w^nT`=`Cg?MBu?vF6&7x{@9IxA*< zLxK$bABiBQ)V}_uXEpbiSeam>rTb#|dOKF;M#?bLt+3v~_X&f1k)GHY-HaO54WWOO zH^VF+joo;-*=&ucRPdqH{bR($%jkFp=+PnfUl)_t~XLgP`$2dRBn z*3TJ-?ZDn~yxkYapYR$H$=Ab#<+`x;%NAn?uG3=Q&k6SQm~r9LmT;)Q;`@7MYM(Ak zQ-k>c``_bkd)Y!K0PGX>!EikOKc|4OEdBo!!+gGA?W`U^7~%`cYtLn;?a7k|f&NjS zdy0i??mV%D^Brbl{Sb!v1oI(=>Hlp7gdv|n`uA$t%$JW)f#(U&lDSb9+?(^WmoQuJ z?hT(>d;g*o=o91N-qTU#A;s~qKZE?o_4u&i_)=A{H|#IYB&As4f-1NFxUEfx&rY@n z|3Li_=JS2r$*s_Gq<0(PZu}%Wl!hx*S>`TZ6{P*czzLYKG|k* zlM3V`NMF27L5b2bMV`OKC;vJ$XL=Z{AC1KFA`JG2^4&k}#NtAgD5(FUzwO^F>)JGR z7rVb%aKQbs_t!5b?EY!N0iTh7^NP&*`t!if4ZijgU*LQ)_IKdkg$H(_#n6uPAz_He zsJ{ckcfo5rZUp;7c^ynY4 zi{z>gz%R<<$niLbFI)BDd5p(|A^xGhk6gF!wSAQ~eD8tsIBME>-t=@F*Y{ELWpCf; z9RztI|3^pq4=MK%oj=9?kLiS7f2dl=^MPZ1X1VVi_7eQ1RjhBqaQ+|nml$T}k&m5M zs+JzSh38+#vWz3uHaUZRB0UKTdsZv_R}S|Xpgt0ui)TtsvQ_#ZZz%4cuxhHTMSHBA zCVk-_++X@kd#scsZSoJUk$UqFPLbN#9xEG4jc$*@-gDbySnphFk70c?t38JK0r@9- zp?>%ehWQWA7qWI=%J&%lM*hn%{a=$H!F`2r#2RI|pA79cVRMZB+d^Zg7g^)@h#@{= z{z~njAIvY<^K>7NfH1^Il>hN*!;EzGmP5T2?U69I-{T&0dwssv8P=1ypPr}|)VVNV zKg0*jR|$hYkv_ukKI)UO0{tJbAaU7squbI(uwF)cB@F91w7(>sMX{gi27>&Nz9c*8 z5UV+H+@F)`j@8$Hbm#R8!qVNzURgUkFL7eOwMKTxG+4jk{C;A8nZ0GvDSm$ML}mZS zFAJ{o_5X?HJ9WW6_EHX%zc5Vyza(II5BcLs>0Yf;F5&Qh;^?m@|GPRoROOr8Got5I zA0w})>w{o@iRWJkgM5&lQzkE>OMW{-{6Kx3n$=^=gqB_~U!eb;+PUOXs%jCmqkc|R zM@;PSZVT7X=`l{<^A=S>JIb3d&(}|noAt=r-U#9a#!JG`Kc0^z4B!9%i%(O&&DxLt zi~0F7)?YNydwO&1w@VJ9`wEbrbon8zE|&dx)g zSulCSH2?X0zB&^zXj;=p3s^s*e9oiEE zlsR#=X;lj$AIJEck}309tH_Dnee8urHMznNWe?fHqo$$&7CFbFWVSR+}XCQ|DF1 zjI};%XD%AV{V!wB^pMbL!@*vt|MaoFmTCn_PLm54>oWr})He?NgCEoU#@Y{2y_exV zYG;vybsCe;%MWV3Hl*0f1&+d^fVmVa82}o@aX@9 zmFa#o0mJOP9AQ2`U0kuQv+k-0h)*bwi#2k-7N`2inGnC1G;Z!Qc`w>uM15bYSyiAyIFhGxBe1@k@iUu$_i ze$5g%uYvI(vybNFo60-k{4MrJnCqV~Ums@Ln-4vILK*1AdP}DNr2a`CqToI->_78i z&&*=?4_u#_pF;{NlAiPW48!dEOu~?_pnYa_-QnEz*)cA^te&oN@yc7{r>{SpX{FNKAN@^t6Gx$vKLsz&vecJ`Q!W9>-whueR>MwHQ~)m zCOYr<3;IR+vk^o7f$@+qtOw}%^u)<)4();Y5bZx3G2d?`4ENy?J=o6A!{kVOn!R`U zIPTwsAs%A?Ia?oo`nz%!yH84x^W4I5jF0I21?Eq=VH?I7q|br%KH6t)T-mFL<&xZ= za&sLb%8UE*{5`iw`pX-eV!%kxf4!bMZZp2Z*W>^7F%P}jeLS2`Lwg_${Lu53Pbws3 z+u(VW_kYc<-B*pC4gNkx?2m-OKaoC$ACo)@!~BQ#eA#TpvaNPwfFG1EVZI)`?5U&e z(y1B7Lw#JX%9tkeX$t5U?Vm8%Bl3U6aF2A`@;r!l*nXu_`I1oi1LSYW&z0&a4(^q^ z!2b2b^fJ7k`oCJ?J*8xTJ=8bQzpvSUk(fI3JUoy3xIQc}w!9CbK{X2J6)&zo)CUz|VZ2K=EtC%JOBm)?q?ffnW;kL*!c3d3zz>d>-%-l$_VhZ~ z4@UVC=JrOI_s80&u=hPSZInQadW@kv?t*-B4EO^&9llUo3CJ@I1x~ z!r^(RQ_&3bG0N-CO}kae{)Ldg(DR6)zKhS_)qHJesD2RW!~O~L z`TXuEKkxY==fIx(iTP!i?MD*k@su#+E7X7V&z4nt*8;t0uXj%lQ@Ay~0x-s7!Vo|3 z`GW4@S~E3L;CnmNe?jz|!iV_=U~kAzp_JKn3y(t(Z&99w*>{wmFX_hj2k(C=XX!|XgDVTcbn-u>Sl2W@ZO4dY=wmoV5H#sk9OpU4lxM~Oc6 zKHHCEnAPVQX7%|87kZ^6DG!71ztEltgZz=-2lpT6zIcBG#zS1x>9_TgiBpw=NM1!T z{aT{KMgNC@^cNk8FgvmAA^gAWII;c+!+j%$?J@Wp@<;8!AIgip&+Mt__nR`qg{!%J z5r+HD(SC|r)_3g^Bl>?Q)E{B+KWr}^BY(%+P#GJ zK8|0q_VH8m&enYWOPJ4}C6}%oG0#u~ezCtt6XLpeQx5=r;rUI5Z*Z zfUx9Uk}qq2O#PR-FPoOKWF@!1(qN6qt&-OjPf~l?2Aeebd%irr5{7&S<4M_`UJ}jU zRbhTX{SgLwsQp-|`uZXDu)ae1mAw}1Jm_!);tk4!VfK9sVeWsAiw`Pg{r$@Q_wnnX zy{YSE;C-xD5C-{UJSPnC2>p{V_#f)yiI4kd&E;O8Pr_kNhihWabNxNtGImtQuVcA= z5>{sWlg}2NE?ig`1o;Ni|15a*oq4Y_;rn*v|Jn6Jdwqs)f%)bi4A1|AVSR_=KYMy; zQ_IOP`2GglpZA)WWacmA&p)4H**_!qH}D@Uwr|2v-$DN*4D}YYm*+EsFIn!c0{cRF z6Xy2xJW%Ody_UQz+mCsE#@^b+U@MpR^T)@}nT@J~dM@%un76<1IzQr;R0r4(LHb`r zth@ESw-59`SWF*bcpmMMFyspuUkC$#NIz>&q4>t$XZy!iO z+*(&V&?n08Wk^84mnX|XpUD3!P2X?@l@AdA^u_cM=I;}Rd=BOJYTg(9`*SA2c{${d zFt0DY^8KN(rJxDwpY;48wfi~3Lr{;$=gWH~sQics;`QBf>yqB5|Jx7pr1m+f5Av?> z>F|l{vpl@i#8G|($QBc6PyR0DyE+>d>@13SB!r;Qvb9k zKW|@=bEC2sl%dIDjU;Y1H%&X^UnbBc!YWW#@fwj{MUAR zmVu=&fnVhBby5B&*&%+wFY@!ow&hDF!9j=*=#OtcIouvR=Q-#H^U1dfTf+RxlmJf> zk4G5z?cE;3{DJinY6p8l`(&8zHy1F>=z05jfyvO{IR9kiSQ@et>;$}tPx8;=%3 zyhDB~eQgZ%11*6c?7wn-C%Z1Chv0e4R|rGAMf6JhcMJ5kUqjZKVZ+tkv+W6y=^(m(+TK7df$J2 z;#FH41m^+J{yxZ`FLTz92Kz#Nepop-GsZ!O$JY-b8~090jO6>xAGRp0idk(6?_+-S zp(G`AwVWaN8}(NweW9h{1jG-N$H$&a7Z>!J!u|W>;L%g|DR<@TkB=vsHJ8cx@cHVK z>`sN8C`))BzZWMA@d@pPFzkOK|AhH{PM_T5Yi7>Nh5vt~_J@%d2Hgil2zhFbt%!?jZAwJ-EfB{%B zKkFOod!5dK{2S#(n9p~F+5KaJ&;4&NZ~QAdJ&yf-wpW??aQiSgPeIseQ>>u=0{ExC znBLEXztQ))gyDWnj1LSOlYR)Ry!(H6>Hou=UN^O?-77`)Jfi>R=AX5R3t)c5_*f%( z(n8@<9>@#ntLfo&y=>%R*uOye)tIEbDAyCsr$u6V2}At!Ymb4SCG9cT=cx7=9tl;Zu!dyPJGxu&d@wcO7 zHT72;IPjzLJ!$CQO3W`|kZ+%Vup{k{kg^7E8+efp)CwFZK|FrL*-E_kjIxq*M*S{G0?%y&X0Uk}!$Ik)O(MR9r8 z`^EJ9yP+BE0pG8$wAP7zwG8|V;}2neUW730Mb+hxrTFlZ0VBT>hD+J5%-$O z@c%uCe@^flI4D~d)~9&hf?>Aa`{|VL9-q4e#uMLnD)`yvw=Sc5IDFrX^fVl4QLQ*_ z%J(Z868iMLmv73~#|=$$*Wd204*t4XY%hdizXR8QguxqezGj%&bEAdKfsb_!+O)qG_OKMzV6{0rs#>*RxoPYMfR{zZTL z^>KTd=~zt|5BqPD{rMv9O;1iwQ$K^1VajV1qA30_Y>NL+B49X9!c#0ShBwoG6~hUn z4~A38-kZD%^L+k3<>#ZC&KxK&T-KAHw{3d0GcwfuGUyZSvswGbuafk?{JcSP_*mN^ z*$2VD*NVp{4DucL4~{4QXYFdV-$@wcf%~rv)BlAEnzy=kh`BKl&L5zBnzvOZn`G~S zd<*jd!eIYsAFQ3#w;7Hnc@qYDaegKY@eK9(TfND8+ND)skH{~>{mFkAHYEQc4D~AX z4~DH+e_ChUx;<_LdXfI$&iCRctnCBqkKtnZ5SFI@{}TLOeZRCwP$l&gPNc(+VW1c1 z2Wp4?DD>aog`Xz$Q0xQtj^nqekG$tm-4*Ny`D<~yXMN*IG>?BRYt_7e+3$vWJm#M* z;d*=Tr}u<*j1Ppl{#iTQpJ_SkwR5c1XwVnhb8A+I{;QrBf_)%=gdyKYe`qbZw_CY< zA@oo9*`*6X1`Qxz^v6FwpFh95x*6U_`4i^*oqujFxG~ysFuafb|G9ZmDo}WopYQ(j z$V+uV(0uS8q@Q8-JrrSxXZU`bj>$~>8y=9qA^mL$N>XwIrC@w~pD_44%Cqgeskx$c zE65-B#|g`Ir~IEVW9?mNebM%N@ieDrMGzm5zrV6ZL(&UUAwR|O|90;(rKd|K z%y-m2?QhR1ubbg{9RKg~L5?w>7C}73^D2a)UM7BCC^58CT}rPwg+}C0DB-8}bjs1E zpdYdQ3MGQa`c?Na2l~b12_>$FYh0SI4e?8CA417K4(g_D!(lxomXA=vr-@h2_2lXfC`#T_3L-c=sC_lNt9${x=wSZrwPi~LF_Z2e3;XVh# zO}}Ea4vqu;BbFa*k^E+iFY{-iysxs1yPg@mkM<;=v-x#Go)7pR_D@)u<6BDG0_y$) zd!zPm!m!03lfmDp|N7qEedmq@e#QB{P#!Uhw+sXQ;`qif#W$g%`lizfas0kwp<+_8 z>FW)3viGTf#V2p|Dt_&U_i?OQzcw=<${Dv)%AEW$~ zx=jzv-TNHoFVqji6u*T^-P@W!_OXF@jq)H2{35-|qpcUL8DR|etf%rM-?g7Tww$k+bCu>M2(SpU^TzjBpKU(3NipuU06tGt-u8`NhetdEgD z)nJ+QBcE+lvx#2SqsKp4_^vwEwHN^J$$7wV_;V2#~F zrG5ZLemX}SJ};lM5%zn<`M8kbV>rJv4EYq&L+vbo6m}V*e^^>j!s=JTE{<#de)Y)$ zd7*!G9jSZkYO!d)1ocN4;wAP+81^qvUR@{59@1u@$m$EiuHXL-+O=gIoVOFldtuks z-%BS?mV@Wp+t8G`^iVOhE_mOanTV=@f#r2er# z_?`~wQ!5vE-&D=+5KZz_dtKKf+f?*@p*X)3s=Yh)>0!F)zG88GfMK>C;h6S6gxwmH z_TL;NU!F2hPxSu}XkUcc`c>FtS#bBI$&#%8$Z-nmZ_}}X znnOhYZ!ccY2zz`q&o`NIfUVzzJz8=`K6q;i|3{7e_tdsOR1*~=F@yZ8=i^Bk&&obR z_Kx&vYRGo)a@P^^GkjiiPYKah|I@_zrI0Y_TbyrkTtxbycKF_r`os4@-~V9n55!uN$M)5n zy#@M5d(`sU{orlBBU`@<3G@7fVLDGN)E=92D{_4$_%GUzPPfVOzxLk;c_Mv;LEqFq zwBX={KXc?=8Mb_IYe0$`*dN-r&iK4TUiZhqc|)Avbv$AezR$j`;7I)G+)B%L-9FCoLDe=hWg^3}^-F1c;_ z7x;fkl!sp3t04&uz1jB)LVcf);|10w;O{t|;npduCRW=>l}n=kF#K5Ji+Da@_>jb| z_89yX<-ywN|4f7oQ~j1JpxuO!NC!sy{d2igU@?{9rPq2UE(lxpH zMsr|32^Z^!;UtM=|6p$k=k^%l9nN3$Jmh=-_Q&|^8`!PEwSI}*DT*%)CsTezn9u(v znsWQKi-$qIU%b8+5(aw~pSR?g*0VyBvxCed)_U@IWAfrg^~A;lJU;e2bV$#AaCl>=jZ;8BbN2^{|)*w5c5Zv)jx!ULEdQZ{bNVFBp0m&e@1&@n7(fn5{CGO z@*oWH5ACi0?#ri!y)0$-a|uo7Imh?OoDK1LjCg#)K<|+D81jWa?J?v7;`7w(eaK%h zezW&all>Fs^A#J9<@c|AX%3t3^B#&5!8+gFeY>rG0Q?-{T7hHKf)KJ(Z(sLH1+r-lM9dd7|tTqL(m_ zALfFlt+DY*U~fq8;KWj$p;3cn-_v-53+1h@uh#|n;dq0;4J?W2odfwdJ>QsVwpd1V zz5wwM)3+hdDoeS4SZEZQmBn6zcI1yR%=hAYl#npYpBQf$rt_mhizSV|PmYT2UqgE( z4EtZ`9~RZ;sy>Ev;Q4?>&Hb~|=AXgeP~Jlgg?A^-Do`*Zeui#)WOw28C7=i8IW)Sc zy6YTuc_HCpMnP`QL6+o(M6 zgf{30?UP|TZ!IJY{Gh%G1O3Rajm4TW6V2VwAGX_^dLI8S?<>z2Y#Oh>_iMrUubh5O#oe#dy4_88DT zRjHEnOBm`!sNXR`1CL$Gn+g7j`X6&B@b535Pr$$U`z+zuh`&n1|KsPMh2yfTM!b`r z%`$V6$6c9em%2g^F!n#L=CiY}Kn?ask>BxUcAMs`_yqK$yv9HF5{%Wb1bLu8 zObC|F&ae|g{6zT^X6G%047(Bk6TWvFCtM-{@8kFryA~yxu1RIzCkQ8wvF#ghT2x%7nB4V&lq?a(%hyHmUeNW zBwzLQD?iIGW%y*EQq_xI5DzfFvL#IS+Y1SU{&76p*R!S!jWA*NsR`{mtL7U%5S<^z zcEap_L!n(=KWFnPDw6w&p2;$8m4c4lfq#_mGA10sN zAF^XeFX;ptZ*sauUWL_fpbz_-V(8m%Wy4RH4>A5T%;x7Q#$yNPefR+Jot`(Fc%|DB zPl%uB?^C8LZ}Bsif%+)g+mr}?`tV97yiHcul>ZG1r05}u--;~ z7^d^)Li^AnmA3N3V6P~D`)7s0iYC3m-q60M$@*N#DS89?MS7+wSPXkI!58R3{upNM z(|h}s{P#DB?MDlzkDake3bW$Yl)2?8mY6Ap^95naeUgIq?U0}CZI9vn&gk|S)~~ppr}rU0 z?A^W{@^Q?!s2$D+VEvknx0LLKz3==l2Kyy`h<*){7kmEgznFcmAf$GfPf=fNyl9FC zteyVvNa*}l#qD-)88{z_@o(1jYtu~|#_;v_tYAy+u{&Qty%ggMVW=0OerMIqyzS&9 z`ad3HG5>@iKBK=7X6I9cE?2)Q*w;qE^C%y}5YNy)T(0@ZzIVCL>lZFH+q*9g){bY}X!Tkz);_(^w!2KbiYr-dOC1XqIkDf;i^%S&M*Bi2H zn_kE9`h(k8{k!k!w&||io&!vHJe}>{fAzNIf1rMe{yTfquLs*p%HaRWP#?3yqh#Y$ZRBRL z_Nan+j$XRF-ZlG9h;47H1dt!~j~LcpNYCth1?i(TS|J}@DwYq!CV2mzkT9R$W`A9) zHRqQytZ(prccZgIG(8Rgy@U_0IjMhU4cI5{f4C!t^*P25_uQLmd77g8?U5e$S9?}o zzqXyvSMJ}uqxENaL%c(K@~{||9GVsg_JQvc=JDRcvHM7~+Ai$-RiVc(%PXB$pOil= zhx#B4@xo8cA7QW$+&^ONX}JH+-iP@7&-*anqrT{Qh<`}GM|05>mz%lZU#Oos-OCCa zR^EpCBDT+|oaLPKU9?`OcEmg%p?2U0`J3~#+PHsTb)GNGX><;8c)u6oA-?a~;OSd= z_X3|k=U(iYG)8&`_zTM4>*UJw&8L3De2aLV(#hExP8KjfApP^6H@}$>90cnxYX9Y; zbD{fUut$ui^9a-brwa*l`=9Tzdef4WLbz`M>6!0;{o={vUx8lamoU43LOB1)-}{R5 zpTK;B&o3~3p`&eG0QQ9OdO_c4jm?n};D1ODVOTE_zAC-H)1+Zid+GUwHkvoDy%e4I z#QF)tkN<7w^Wj3r>q}o6R>JN)(zh`DhqIhP8RSpc|HA80BdtAjLEnfM@7SR>&Ep2Q z=f%-GBWG_@2l=8sEPk76_iElA)sgi45_k9Q;};n7_m_@H^>fJ;{U4#O*xm?(KVW@{ zFx*#-@?IKu{#HpsnBrkte-MWC5z@2t=;0vQffdjn%FkPS@bEy}OVA(k z|D?BgJcf<&yoHeA6x{!2nCE+}o&HaQwX^+vq4yF;gWt_BdHv11@TJVkz};NmJ_+?t zWNk-4{6hQkIeq;{S%B#NA*9dex#qHMGO=(z8{;Lz52#+|(>i*@mMsI}JR&`h81#eu zF2ALbHvdi(tS?X=zPe))uRfRs^1|nRZG9buc^5z)_`L6|=WZ(xPpVj+49C-aK^W{0`)Bwu#VdyC zyphl^_K|GdkZmxZAbozX8X}WV{p9;8{@r?(YN`gp_}K2hG%qN@SoA#`^5?&`)9TAJ z7E8oQ{fkeNJgFVx0q)NdhI%i~m#m%5Hw?4->Y5(@eQqYM;__ygt(ORceItEqcIz~# zs#UV@SA}cJ=07;xQUl|oKNIHrHEU(^cZTjb2>oL_VQxRHoz80s*Xr&`AAhwgFL&a_tRoB(e)rEYF`bW(56X3CR^G=;@JpKnf^$sc8KMwL8@p%$qK%4g2N$(Ex{X)X* ze4H@QQ7wDq#B{JXoWBD1uBpl@YJ+?a=?~oJX0h1J2K0+KDB_f*e2?iJ6DVE~=J|Ti z^On6TS4H&M{I zv$MDKw+4Go6Wcpspr87qb{22e`8NIM*2$C42kSQIT{-8J!u@OA$)Cg9bjuZ#DE<%z zdePt3-F;H$DR~+6i}ty$w&>#J#hs+wBu0wICk*wzf7)SvjPa7%Iemm7zM#Ab^Z6u1 z_1DbhyNbY{ar}_@hXc3ejt6<-^C3qno~|2O0_#1LS4g(8tf_0LYHG)WVtNQGrzx2K zgAL_N{=xmFrnJXOHIfPKv5F986!;0LKgeg`PXPXhA)a}+$8bIk_b1r%A1Hqgd0((1 zIA0dl3rPQZvkR9qG$w-op}q(M|NpkL`GeZod0gT8C1tmT#XsP_XQXd~#K?%)?%M48 zUf~7_2Q&L`qW{-M`E2NC(DB+qHOSx5|2Cd-o!#|bFP;w(X8#u?3{{wx^1i?5{yp>` z!r=e7ejyC&F{D3KKOo`!<|J5e_Z7>7VO9?gHBfW6_8tTFg!~Z(e?t9+E>n9}QzQlJ z5nX&AG0bO3Z)lrqsH}Gr_yfkvO+Bwj_1_)~>jP}xq*b*zuGUAsf#E()R^wh9gFj-v zu?aEMKk0d!p~lO{C%||ppG`BR6rE!#`S~1%&k((voHZiGuabs%LeJl<{W&(J4dNH_ zzgcd+?Y;9BJU(t7*gZZ<^A5N7%~@Z28<6_Ur$BedmU+SRSNQ?=Mi&$ zB44L3e0BFDoR7lsBY#8(MTW0~`2^z;VVK{LU&0DU$o{sOcttv=?*V?WeOtVi{gOLH zeE!*XFX5GPM8g&Rr~3M%|ZvLi}xyexIur^cmtc(oY!npOL>E{vEcz zTx`wbW7PJt9uME`Dj6%MzqFL|PZ;!%{Y5nlyS1}%F!%%RuMp<`9xd^8 z;7AK2&_1xi=ks+#J>h+v52C${!-uH1g1w`^6NdE$^2_l2 z|MxswzeSht9x(lP2H&6AsWPkXT!IUaXFIog1(s`FgY&gmZzc@>hU4!{ToGIpy$|dI z^P8Q`apf_y4$3Sf{&v*}{9k_T3G||VV@CcTSJxfa^Y{JRdl*FvDJrE!Dznf+GAc6^ zh3r*`>^_8286k;~BpGE!X^@$gL?IM-C;- zI5h4ZoX;RX33L8Mc@?J?Rf^6NP=BK)H9qSu-;?JHQBmfP`*v0W`$v96MemzrGwl%A z1I{0H=jHzRcOzl{fX_!O8aK6!SA+5Je1kCXTl_v;9mA!xzah-&BMkL-oG;pQV*eQz zI&pfV-*+{Cs^0+ijrK^G>vN3Zne(^TX2X38tOpPV`@{9eB&M#(Xc!CmF!E=wlwjuB z(@R0WaJ;>8r8DIfzCnL#x0s>cGW0yi7uUCM%*&U%?s&uZn2^5xX18UsB07M+VmrgE ze!AasK*HFQ8z6pQy^S!?i~BRyo=)=<=Idja-XE^pKcl?&;gXd+Upvsbw_MgwXi=mW}w+Ihas@Gj#2fk4w^s;kFy|8ijGnX-w>(|G)1nB`js z9v0bF2!!x|87RM4YwHtj?ooXH*qQT6JYyyR#`zgGr21lPa=(6$t}W;16S0lo++?S` zl%oG9tYeto*Q-0IcmKhO;Bv4B^iKzmoXWiWeInSeo0#8(f&T{oVpu=g7i(wt-xy}~ ztV4aHmyg?93;K-qcF2C;^Tcou&@WuyA;&9)ckk5lcyMU)={13OeL6sFN}~?>wBh#CY%dUdl^I-h^R1 zd_FF9Q;m$|C~jYI54t8gnthV>A^VD}NYed&qZ;Tl6R)2ze2)g}?+i;3{|LkP;84HV z^X_au9FN!YsU7OiXrFP_-FqrGgmHgz#PXS*zGgkF7x@+6`K8LSpF7$6?sf4!et*1c zS_JVC^&#Hl{)G1@oZr__j|D_;2)Y2@@RaWjB{V{(}9FCD@K$^C3dkpW~3s?UP0Ce_;M_EJ2Kc zex#Q$tQYBHID_!<&M}>fKTn7HFOGlQrsV3qeY?3mAJ22L>t@mi>=nl&4E#X;5r+7I z^d?$tbx+94;rgAp;@j)&?Ta8Dqdq6*t*+734CC?pgnXF8xJ{?{{jn1f`O6g6&Vc*f zINphmVOigP^yT(O81xbS(MkK!^F9wQQtnOkoeb0T)p&hh?V{uyvAz<9{RiqV!>ii& z=k%U@a5zRsemK}4uJ@Fc*VFe}lb{{fduqDF!*3Tv_fwI+q&c0xW`7HX_hqpCwEnfD z#qSege}wG}v-;iXd0IQ?e-(XC3*~Y8GX+3}0Lyy}>O1?#=?aer-SL6O7<*~sHGpo*^A9z2SF!)cT|7`a$c0;zD1pXjD z&mOVtV-h3!elxbGb~{?&ce4kNkE!O#_ftLu!ubW}SA;>|F&+~J`Qv!3|6Dd+NTtI1 zy&Zs`BgFDgMGXEM@0&5~PW4g3;Qw$vgn@n;3u6*~}>i;uHG2b6O@|rjG_g{K5U?Ig|8<`^Q{?c9iEi&%t*U=c<9d;r`^@ ze;bd=Eb0OJN6#NyTybEEuk;KVJg+>5SaQG2b@BQMOCONY{}%&)%G=>mi8KFV@TbSx z;oTB=zDeUjJnjE)JJc63pJVf}^GVj9zL!)-803NcW$pC-6l<4Z`a$gw50HQCd3Umx za~F!L&Oh`4dNF?`4DZX+_}DJX^5Zns&U^13b>R28({@>es|s4d9K-qlkXsJ^w(*>I~5lcT* z%P7{9eVu|D}kdUDh6k zFS3w+F`VAM9qLn(VtHS>F(rQVuqddP;`8Y<@?-TsdMtU>cT4 znAN8*JCyWxo7@fR%b0%==JmPDs~+#~)V%=cLw&uxJ<|WbhQ+`i!tt7SHrcBK|8RYm z5rcgp{Z|xwNew@n0R9N$(UoqBk%^;5fWN@=8p2?2C|}mj>K|8!FKxXuejz^}CJg+= z`K~T={CT-gF02p7zb5OP*S2&D{C|X_SicB^{09At!5=f7?cU6Z&W2lNl^_j|(`ZE{KzWdaFGOQ2j%lvlJq^m%M({t0jQ**&f8^Cy9kubzl++VTwX%x>1 zgFnIX2=n{tH!V^+s`Oh1`hfG_v{4K@-?;|#3+ZK;-B%(E`a=DqPV76iGFH`y^+&9t z&)T25Ui`7m9`f}GV*cDj4EZMVhcJ&ngkk@KxrW@6Vw8v;8k* zM!oC=`icDs^Zc1GoTs9{%D%JsSxu=c`@Ys<{^Y)xdOUs;|G)COyrx+%qIE8*3F*Fk-q*onTy-O0 zKZ)@m-}-#7Un>_t{)O}B54LapufG=fd(5Zu9W&F2fh#Pr@B__NcKxykUo zLG<5uchvjY1WAH?5Ep1J@Ev?o68MGkDlpA4GdNxi{u%Sz0{a5r!iq6`KS>y#NBI?u zoa6WX+bi(TNKZk?p8c6?Ti|_E!doo|4c}(O_j?5=vKsOob6`B=N5LKKIK!NcknbS< z_lAu=;WILe@Bi=BO|PynDFy$7?e}|lE-IRRAHH{q^b(fHC;hnZpz%`qfT%t>UA%t6 zps$$E5(fU``dK@R7x&kVDNBjE0{cUx|9;)5d8dc$gM0(yH^Zzxd;imGU765Guy5+$ zayH8DdnEUl_Ys4>qdpLZ^E2%KV6ykDfLqIDPSE-u%3tn0Z^~cx{g=9j>J|f2e-+7p zAbvfJxu0ftWevy+?ctHCL{3fHNXREJ-VlcMqka+Q_3}s8g7RnW6uobU{_U~y^xw6+ zo4CC_){kj^xAzzD3;F$c?1vG>4Mp5v6mCB=$K>l1{(Ry6bIV3_a|e0hdKhN$JwpJzbu`ir+e7Ri`QpL zPuHK-fcp!q-cjbz(eHWq0QSA#x~DtV*&X@(g4@f}XJf_;EPo=aNAs2IfAgL*I$5on z^r!sfe-EUO7jSzjzqz?^V}a;pz>ue`dPq{1L_Lpf3Z&{2~nW zTK$WGKJoWe>Zl#`7xOpP-<|mR>^~RR&vT_fUg#g5UHWk4=7MmLKkCD?r^h4qslHTT z@2gkXrjM|a>;?LW?G-147DK$0c>U(Nf}26i#X{K6WBYSc<4-5&9szqJJnhlS_%44S ze?))xoG{xDK2I&z`#gG!Trt_#^OCj3Dn~{6C_Vpk?rxJ_pJ2UckIxCS_y1qqeX!Pe z$TN8h+7DLBOw3vJ`Zjzo3ZJjsJpG-@@6Fu*R&LWgqvW?6lm+#rGBIw)j3Fwp9@Mw0 zwZ{j=)yJz3rsu0_y&VgSMEC1(yqD@Dio29W^7#C6!ppH0rNg*=yu3K`T4um3eqR3a zdiR=yq%ZPDWbX`jVK_HU{@cznkO%6=OT?fr=syXAzM#J#4D%s9ul!%g8Rb0&{YQN# z4E#d*z6x`_@>_E*uRpy?>-D^OjXaNMul|g1tP9Qseq(-581hSe{`I&}^X#@2(2o2e z4EM2+9){Wb(ytGu?q1oo81D0Z@cO z`gj7r@%ftGSC+LYB?3Q@|22Ik?yJwXh54wxPsX={s>@(KD9@U>f=x|HQS5tXb+sJ? z#$nq;-yg>Q?;LHT%|1Wny}UQkTX$#B&E`F|@PC>3JYnD`K3`X#Id|JZ z9pD$vU)RtvH0}H)h##?H`4EPD81p&8kdI+}WbM01pV;&6v_8VT{?Gas6TJdusgXZt z2lD$=0*lk(Zk+IlT>Q@D3*_&}e?e)77>m5q@cugLli>a8ppW-N=ga0|dI?KZ z(E12-c@qZvM}7&V!|v(@Y~}k2;frIxl{{i0AH(qoLwqw7k53rv73)ES`FVx#+t`OE z>SMv)kls%R4R5R&m=65H{FyN53-bSSSD~4LV@IGL?f-Maf4~3kIt`fG?`hU<2{q*R zrN4C8eJt!k3Cxf5f9b#H_ImS6kRPHw6NdPN<9!KU6y?^zobTtq{BjPNth*lG*F<}- zUpZ*!r1QC|^nKa7`c{{V8$+G>`;84j^D~TI@c*-}Ygp5FpHi36FhA-`!-LErN*i{- zer=qXKZGHkApL~-eZIz?VZoVdOZa_|#svGG{|y}p-^WM&Y&>uK(bMrQ@E`4iFwBSi zY;0KgE5qnJ)ZZ}PG3-P1FuZ~I({#xBN%5I%_Py6S!Z1FL*L148xB8_z?jIRu?*kA9 z{vp4c+Dtks);xgv58~zzIqSxid%$?OA0`a%Ct$sjFy!kfABNd}qxsX+iaAaDKtC~` zZs~f%xYzsBAaC^Vgt@)87{?rYzo-h{$3p%R2LFZYY1!`NC%Cvkr4QlOZo?|ZKbZsm z6z!#TfboG8t3((N>nE*tp-0!2Yy*2kdA1%ej+vIL4gAJ<*;=MGRmM>Cf0DQ!!rcA| z!~0(-Kh~e+A7B04WeX0qzU-ME5(9-`_{K8JN`W1AaS-^^Gw1*9@nz@u)w0|KWS(#9mvH-9TS4A7ywd z-9IC&qEGtAunEoo!?$3N?(PKO7p|8u)TfZXAHUNl1@$Z7`NL1o_}p^2|G@tv{|Q4o z;SDDfwdXv7`}xT4pQ(0Fx2PJepoyEKGp9p(s@m#+hKkj z|BqLGn1{uCo{#-0F76mzJ`wa4>HF*CyQ5#aH{7Sf{(r{|y*B%DA4?(@xK`8S^h7Ee82C%81`r4 z^|9w6-iqysVc0K-`NQ!;Hh)xTZ0T&#_hiKOA&@vVcKK)9M!2sjmajl^m5P^k9~qV} z2qe$c&O1mlPYw#*jBN8Q6L?Z)miJ+ZdM-^NC!7P7&u_E zd@q`hFvJIXKC!tf>`oq>=Og{ngvnk6gu%a2|MM38EsvT4f5iM2NZ$^RIex!4=nt+( zy5hpI>Kkuizl{B5hB*!_&F%p44e6H|yfEBGyMDXgHZnv z=WhbS5TC{MaE|GHN`@hS6zjV{cEFacd&|{;J{(_mRdU%EyCrOYCXhWEeoE)7sD3T> zHw;65D%O97Isatuy`3O;P?OUq`)>E>C%dnLe$x1e!GGa;sU6Oz#P%kTZR>sdN^}sj zPl23Uqf20%5$Fd#FPE-yV_W(s7+-v!RUqGU@XR2!HdbE|$nQ9jbRw@3>Z{^-%P`O{ zwg-Xyh3qT8!>;}h7nUteD>h^AKL`|L0v@?lZD;>?Cs5FfOptz*!QNjHC~RId<%n#O z1l0os3O_yF%#z1Iz9f#1472;U0!8bH%>gCNpzp{pMVqfx{>qENf1*AxO!1JJ)Zrlp=;QAH)I-Z!BAI;wP7AWpNo|fx-4c03@4-_a#4^;@(+{Dg9 z83zA>{8sX+uUjgykNHP|QtIyUac|!NKgIDtpsewIRmj_7RiNVz8A=zhj@(gR7p*i zpC&T{zE?uyAqM?HeycnR8?fIs65>NU%-65>q`FOBsuAKH&abYr{P&2dd!*<-zd+r7 z&dU`K)gWIG@Ao-gi2Hqpfgbc<)SvzT1#hSOc?`3Bi(xpgLHVfPcrkcbomR5xv1b0jF0jm4Et$ZZ>QzX zeZEV^g8gEA=oFpavL|Ri@DJ%B4Dvzwb^4>G^4#kLaNXT-vI;`~dXdFu3= zn|Gbr|5*t%3nrbq^5dp*E6v{}v~y5f`3ay8$LkW>f4g3dghVc_pD_2YgxUFzpi7FU z#p}#0h?giohUtA%)(-ZD{Oa;j|Gjh7bTG{5&`$HsUT4z{&KJ;Lb+r5K{WQ}D&L>b_I_8eQf<6Dj z_xajk&=0}|>Q&=3-vR${{W_)JLweZAv;Cn!S2zP#47kO5h)9y_Jv8RyM8&{U`bmv-?#7-LEs$C+MZg=up0*H@3Rt`m^$o z&tZSPhDR<6I_qG3%^4D%s>y1((cCv$WL?4J?$==0b!E%iM3FVycI z(_Ti0oel*1rFO(1KU{y0fcr6fX6S=|qW)(t$fTF%Kt7E5PLJo)0_4)ZfWDj;$1}pf zKevA|@NdY!80Ht(7X<8i`aT825PxvJ)DHHB{L^>Ibs9X^jJ*#hAPoMYT|2wq%i1A7 zLjSD)O6G82S_h~E#P{C>gn{2EPs5vK%RY`- z4DkbTZ_}48s$H|CyOI9(-nBJ5c(ahz&jr1Yo7&8u(}nAA@AR7Vz#gO2D#@Q3jXAKl z!tUGX`^GsZ zHe9?g8P1cDKgKUSYkbRMFu-aozw>VCN6K&v0pE& zT{lsM?k@`n!+7ZLO&4E(dik>itCt8&&!{cg`s^miAL9#Q;3tl6nxd=`v+f?`N62r& zJij+BS@y^6?0$B?N?_U&Fh}*?5YTUW9x>2|_Fy(U<;Yn72EKnYTX5s*k9D{Cczye) zv>ht62K_;P_njoQMKY%ot0xJ}bEnL5lJRHfNdogyt7Wotp0n?F2rO)5?@jy^4)GB6 zm#|b7$;)EAiT7yDk&wTkzA#MZJpzm7S#JH^quBRJ1(w62N6m4QXZIZdXLmUvxf|q- z^brRCi~h>0pWyn#Im4t5s|*s`4`GRTxpr9kfSmaMxCN{|NxGq3|A|r+|6-{aDaU`Y zw1(uje=+zQzjpXM{=XC(Uupv0|795L4ef*G2Y-g~li}B7&xGOr1M-V7=QqPsN#5-F zqa<%DhpgI3Me00%wp#VG`>74{V1CS(34{Mc`ymYU(tM{DH!IC*1^)IazB+8*DWARj?~TO)?& zF&^|Yo?$(5;u*Mah3hBG>Rp0<_Ij`L0yaXviTNmDcpmMMupE8=g!hjjdZ-=fLH_g` za%@_N%4x74q_>~n>)C$a7el-;7V8gT=#Tk7VaPX8-}|-YkKC5No85mD^tbfb{W8sz z`(whuFC4#r@F=9O|~^gLnC&;G5wu54Sp9r7!*ADb>qQ`>?QfIjrsHp7>#)_-&u z#z%hJY;QPrc9c-kLlW(qFx2m;{nV$jN1Lm8{ln&+X-(Mep&);K@%jeLZJc0!Vm|mA zl+S<_H9m2-b76cJY)1_JaXf10{)jM__khsqUkVFE-;>7m4%j&Scw^5K@I5!gwhG2) zer~sh?{6djY?rhq>MOm5{1WqF!hHWu801UOuQ}eMsqhS}59Mu3n7)@GAPo5y=97f^ z{>D!K&CaoBA3*&9*JF3%r`e+~YV7<-V3%EMeyZRA^hf##v-+dJ?!Ehob(3wl|F&zA z&noP*h})mNs$f+wmtWxjF<#l5Cg+`~ivfPM!*G6r^s#n2-xn}U-?tD9^g8^jk3$O7 z4>4X0Jbk(M#Pv;}kH`u%{N25 zK>Hn>(dpg7+%=F-TVOk4s88a2)DGt#xE{jl^ndVzA$ObdJ3lG{`JlZH-DT-=_FxIe?4`0a4PJl5D%LinU)qhN%Wr5z z+(P1aka>2 zyIBZ3e-(^)^hkSqW&`*~q=zubANe)1|D|hBPFw>0!+1s*#z*}dIU&%><3$>~KOi6s z^+x0;VZNVr+N*iPIb|o*Pf#D7QvKEqoz@TR6ZOIA-aRXyC4PW$e5a4TTVD-Z&GnTq z=odZzb@mmdxmO|oL49%7Tz=iFrk=+~XYLGbAT}Eozd*~Xh-$tx& zgkgNNFNRsY%e7HBrE;C<|Gm)vySZ;1XPXfY^kRR)P%pssv-YXPf43P1NxpVtrRn~o zz-`mc4lzxwU~fo|Taugog9+LYuTbCIGJTcRB8(xQr1=ob323}gMxBmK@|wWzYYIlC zlo$41EjrIZ{t#y0a}aqK^Lz@Q1j+BMk8e=@}i@M>^U%4(b^+-}58o&VBDd z{6hU4qx;!!)7oTs-x&Lkah|8I=dTI&i2NMmaebd&Nhcn^#!UYlKV{hhkRSCA*d%l4 z$4I!}h2xLO?%wVE=@-zB@)`3kXsGd+9cuLbRsmsl-$*c~{caK|};=Xe$=r7La91p}~imV!DBTAU$JW_O$${`-RsZJk+Ky z=@3!F?boAQebdc^3t$h(5073uH#|uk1pXiO$-{fk>1So4|0}@pJ)R_f?%pF4+HwAI zw$n35?o8zRF)mK;%7}7(Zja-Vs}JX%EeC&(`vZno;r$8$VO6@%BN$htsx&*{x>_>v zpJ6)R7L0qhM>?eX5bW1cAIDF=`cTn4ALbh;wnxICA7k2KA2^q8aCvY$@)RO zz~>1={Kxsde>!zdFgFB!>MLF!VX!~UcNsoF`pB>b@pIB0Cz%&N=1Q=7?WFrQ)}8vr z!}&7ud$Qojf7N?!A^xL%O>Ujmf0~TCYMM%>cs{}^?_@B(vG%@F`R&?;k`C=~prm0t zoG9_S9rnZT`3q<~(6{mJ+Eeg6pS4518RH9^zZb2a;Uu;mqMyERBbcI~_e$;ZCh%vd z-&6e0zgjbSFz6S`e@fN4L-Xb>g8eq~f2yy!$<;z>sLvz+r_O%boVnr~yMG~=`lxf) zr?LIu{~AyqrgfCpEXwcB?S0y^Yu>g|$3g#a|3g@95Yabnov`zpj?L`<2?Pw!runAD zU2NG^!v8;2FfD1l-~DebeEjKslPyP>DL}r5^G{DLcRyGc%+G_T3tmj?8xjrYIoR$q zZ`*X!fHsI{xL%)!H9hJKJ4)+NzRNJZFD01aH2%lSvrkm%|AhrJmaNJSY|w-CApZyh z|Byd3*62%R+AIK!{F`xf_cYC=gW!H1;dA%aTd({M^2Pjm24d)s^v(F7ch7NGe~4G; zpJ#O)Ji4U33i{*tv#h(SMMjAJPgP&69}K%weUD*3IzJ%{^#PoJmeb=6H>@6k|3Lko zHCHEliK#EI&-nH?a<0`*0{h1K{pK&b*Cue~^?tvF*B4wfJj=d^C?L$&?^iodD{R~| zZoji9hb@M&AoQ5 z_65+3^!ryhYYjBq!Ot80e<}``80i4>jTZBRF!&3je=+z&tdFt&tUgB=@M2NaN4FGf%z$gjBx2ohLU?Sa5M1jEC}{*P+>3 z<;zcqpM=BiwH>sUf&2mKpOg?PcIxK zeWd~P4e6V|*3I#4Q&}1>&dI`j1T+hOQ@a9z2_q@Kp zF#1)a_cJw+C$4Yd{y@c>rlRk=qyJu5rF_Kf?R?O8#EbeL={bIt8^j~5M=<=3<|7RM zU*EoeAdSChN}tNP!MQL#>L+1{54fI13wCDRu3N?Pokfcq=ML)h8T=2@x7g;7c~0NE zoIb+9U(8tBnQz zApJ{}a}#2`)WM!m{|Q4rh4#+c>HSy1k}(1;efQhoKdIeAN#*sMKRh2>GJDNbn=e-& zA3=Y&a|Caua2)r4!9rg#v z&!vAhCo7x^19^z=GYSa9eiHSKwP&=)pg+hTYUlgeWdmQ81P`eK{-HfF%=Tl1!Jnag zmL((&$T2((^y7HT8YbyvJ*WeEa6K!Gw}XA6#%2SQKGN;~z=aK%EW$so*mhtd?L2O^8AiJyj${g@-n18KW-F-#$?gs8(SMA#6 znDwDrVl&N8nAZnZ#oVsC)ORM2KdXKX4D!=T2Y#SFGR*32gn@osPmtoaP`UFy@PAK8 zf6#-erkj<^Kwfy>L>Tl1<-;(&pDQ2?^x}N1J(l7JVfKGetUo_*3o5NnSt8X6^dmol zJ1FU%do22Yx#ePeBMkI-{fmJf*MBjOPpm(ySF-WE+4$MV7aCj~1^G0tH~4c`euC(Pp?VekjYUxw3YzSXVIbvjFD zsx?Vs{fgn068<8BVa+8ypbzzF&5F;NTTbtS z`Ze-*&7OCe7W$`QcS87fKj|HvGr=Cwf2_%IJ5s#k6YQ6e{xuDQF6wm3hI&8hJHzb! zYEARpO;hv6ar;`UsNk40#gTkN2!b62gUn(>sPEOeA+V)_5(N`VeU@|!}zF=>$h*~ zqr65@L7U+{f!Rmu0>bS6GsAFxg#4s-xF1S5cH^@y{UQOQ{;Wp~ z_KWqB^+^%$Qx!t^eaQ81e2n+?xCQkctoMZ;touDAY$Wg(=?yJ3Ul6=71?t(TKO3}f zY*Y9X3-U#NYzS^#>*=t7^KZjxEgfrpHPzlk&xWfWSA_Ok;Qk-#$A%B-UBa`cLi|C0 zveD4KVAEDF@Q=8kA`JS~zP+0KE9>7x{ATzl&9~7=QL{wK5A+A;+i0Y-t^DsppcmJ( zarpKZnFW26j!`~A81CC3e>VPSePq8yHuwXS=f>2MQHw^3-mk^=ZhEI{TYjP({1xKO zS?}v~C2oLyApZ&T_`CUY&W%q6HDK=;9|-e&aEqMQCEGR0FhAxaTWst%TR$rW{X+ZR z+AG$4+`HkRPe}hZ$Fm3HHosQgY<-X+9?QJ&qKb9{N8?j{+{a{ zoZJ4_FHS?}O_JpSUYw?U(CNUqk+e=k<3lHvZpz*zkgN3L~vH^ZYQpJlRSw zZXld*8;I>K{LT7ClfPa0c}@7o8~t{~orL`&%5&%Nt^4|93Sqy1^4a-qOPt088Swwu zzAI|$Hs9!U_WzH9T?Z7L{byA{{6_kAJs){+>J54DujsFKeH+^IUP>X{hr#i7SKZ9{ zpmZ7R(Ns(iVOT$&pAwcUrtx-vu5{^LxEb^Z=il8{H0_PVbErq+e1w6&*dAeh&(gR{ z0_Y>*eveMxcX|%vqkcpTICOPO*kq_*BEKUJk8@SMuEFV#i0kwFYH$MhKeUgCukkf$ z@9TN~5jkdvSts>+s88bhBIi7e?|-u|JU@&+v~I`r=Cf)o zlH&I{1cc#!hpTu!4Es<%9ew$y#zu?FpbwZ|L_eCYGTc+7FGzp%-{SCHAIji94C0t^ zqu+QY90B{m^~6lkIkfXsf1Ym<2Kk|W6NY%-9 zr~>vYsQ-kazKrW7%^ zOmElktcUMMpgkNgzgRawS@bUbt-t z>;(P``5P-(e?3mp1N<%W|6o^Xc-80w*emkyV4w9_dR?LbBR>u{>y(c1dC240A{I-G76HS06we6*zfj%` z)Bho|{$MZYKiKmJXg!31zeqpBV;FrnKj<&fTa$f#(Q5~&haf)=TSeQPTC+^9gxU{J zx*c!b`7HED`5g|(8L{uid#>MycPtyKAmt#RO6xs*{Vv2O4d6GPFEBin@;}0yUx({P zeF;5y80;D2=i$1DvIWr%@PAO~F9=IclZg=P6JdD&$lzZL`h)i`sU7SA&%fC7e)#=% z0b$5LkpB#`_mNnCcj7-`um_X}>py|?h4p9WM{#=L+V)E)gFfN>g!z6wuB`A-VoDLL z7xm-F(-&FOc56#_A$}kE*|!-_K&!~kB@jNKUHl$=o8AHFxWH7 zFTUJt$d^51pdICZ)a*pmX3r|9hoLx%a@*{tN(;cKj|s{LBzo1y^8I6i=YKQqt>oVi6(j_*+*d&P5Qcme^8wZGTSH7I+CCu}I;~BH80{U&__q&eY?fa*oVjB2Q)W73*9exf^8OZhV zcxjojZ{`m8KTK*T%&5;exW^`Qg&ElRbC45AN7qe=p*)L znB|A35-QbI#)!U`jQVq`{^$v_p~~DJCk;9%ms05n_vumJ2=jb2X>RY==_AI$_pH#r zB&{=BpXK7g>tBSyU*P;n;g=7UckKkvqdp|PDs`2gJ&M=gPpfT<`*7e3{Qn@*&oHyM z)59HvE3#+Yzn;FiMme*Zj{Glsp84No z@2@#aHhu%sapVeof2{+W}((QALd0sn&jl`zN$ z{mYsBr*AKB5arv{A2H;c$e%NU`8u7tJqCY)g`3=DX}GY8=O_)ya&f; zn4K3926~YGlsvVMG25Q=^SHCJfgY&_!=>o^Q-ZUeN45tIDNqqeOcLuK!wYDAXE!}r zseD)Ty=J60wacYfd&3Ik^hsW+=C79qKJ@{6L46|3>s5q-9@O_#7q2VbtVePGoBH5~ z@nMtkP#?nlDYeLE+{!-ZxIU+TjWp}y8_Dymlb{`=`job>#UUVZQ%7 zH+q_3NNo&ex~p|%7-wwFNRtDi}h#q{&S5l@9sU>8~iugH(}5Zv=SEmEblUc!9;ni018N%(3dpcna< zaq>T(u$`j+*T(rXYAhu!OG+S~;`$h7`90w<$|>euw%)80-h>CCu&Ns_w{&`NNOG_Y1N8s;!N5$VO3qgZVIF@P8<;s~Mdy z)tbD4{Tz;e&G_oL`{!3d{Socs+J;~EH5OO${mHc?i-fgCI~5g4U#>6D-!sj?mhYFY zH!m-fxE{#;`3(uhSyeU@!57cqCVX~4EBWnBvWEW?oh{G?E5-`%z;1GkEjxTj}zCI>9X?u+L=~7 zpCJtUTY5f!=hy&22Kaa6&&>|rK8;mt;d~qECk)@mM|y5{oH@6`a1`v1Fh3v++8?m-<}WnqYk3d$zv!=TA_o4@d=FPAw;6{j9ix2aCgGD5?+8Qwfbowo z&-ZRA9Gs_XSFOVQ^)2_+YFAc_=jZ*m{H}!C=ynHvLHcja4=7LA{SEkw>t~q76Na0J zKEhzn$j@5`BK<2-fcjL%kgBDa+p{DLUXH_)Fw}R_URTUC(xd zz2f|Yc|MixXcAh`@do%4>`$26WA?9L^Am^P^ZmqaC515I!gFYeuZeM$B`B&|XBFo=y=YHSUqP!jQBYZzPHz~V$(Zo#I$24BxD$bFgOY6`3X>e=FFVX*D+l%=} znAdOfW%XY~ja|v(Nq&UO5yN_W&_A?a!jS(Vefd$r5xaIQgm#o){=Mo4^UsGWvUrp) z*!JItuHjH`8!MiVVfvn@fMIt3C11EK=z07;@Mq}13B&t)=%4c&?Now}p9A_)p83E2 zEB4mB2Ks^Wy7Ow_=AEvh?^Pkc?$p|x|28@gFw%GD^ZV>y@o#wixjUw-cBA|k?qBcT zwldYTybAa6alLnoM*C=|E$8{n-Itfo**os$_g(HbxyvS2beGvo^b~l%b?Fs-9qbL| zQ*c`<(z;OezC6-faMxmf@tRn$PxSAE!Jp!N1lB&4?4K~Vf7Z_8JA0np7b$qL%56u& zU$`HH{(~^Yf5M;NJo?tHg4@%*Udof#3Pu7yP(FmAzmr&Agux!sKM;oag6m`L?0q1H zSv`_4*ekC8o_Sz+-Si3SeVlR* zeuDHr)VNcBdEz|Tximh*{-jS2_y3af+9Uz`i04HQkJ%5H=l2El3Fm+KWZITii)j$w zP~RSY=#-u~zYX|>_>uBgjrYH6`TJy#{*3cVZ!U)Kb>aMvm1-9+P5KJ-;QAhS+2PX! z_k~#f{_&LMMfN>aV7;inj~7kd-zV`7%s*SqKf>G}JdU^MAY&*G=dsA|$2Xo@4)glK z`NJ@~kNEg$>&U@br{Vogw4cXtzH!+@8R$oP3QyKMZMC=M;}_P(Np_2rhI|U?FRb4y z=b0VI{S#rHzdeaLoBP)F<^OP={qfXr(S0L~k53Tu@8uNLpIv5@B@OnD{3~i+b-TN} zCD3CjUN2$L7XvXa-tnjZkHQ`D3n~6HJc-694E`PYSG>#ShV>gQiFagg#Zg^`UX}CZ z`;!u*T7CK1X}rE(lKoOSA<$SNpY*@v-i5Iv7rB7_qCYRyb-vlWPjo*H^`SI1ySL1@-%DMe`3Ak zsh~rzN&ctdeh2cWydvt^@1D)TAFO8)=J)%`|Hw}tRC){Khwl#(=Kk~9#CO}W1$v5_ zq%Y4_8>hee+z9(8%%=#$`!T2=&)RzUhIz-p{VyXi{~4Y~^f0`V)>E-4a){1jeYl^C z{<|XRUhL2Tk6=A0kBSFj$FDp{=k{1p8tK2`&`Yp4T;Fqj$HT5)O@JQESDshOUwiiU z9N&+>P%&QZD_sfk9QprZn!lCn&SJ=K@Oi?Lu|)ri2qVWsvKQffI-H+jHeaQ3t7T2l`Mxl{Na&hL?Xpd`J7L6fW1$AN3CO0qYM8Po?~YFt5iDR$%q` z%ErWVGb{pRw$k`jj#7!rn?`|trhQkzT^=7IcB{|U?Yru>62=r68^Fz64izsmbn z>kG?jxL-a%EU%Yx@_|NQ9U&=dcR$Yy;_>qJu$7sq@!C+| z$NsM)_a|)GB(h%|zq(6UN%vOK{}&_wt5?6Ca7^_+=p)kqX3Ngpjn3uZA9{)BCk+0e zXFIGx^=j76_)i$}eVm_-$MSX7euCzEt3J{0?#(NpFSuWSJG-E4&TlQ?=Lhk8gh3t{ z9|%MKiuTAb+uy!jSXF#pQS?1uT+ciAwo4(KZmPVK93>u)VIjp!!Z07|D`DUV@{2I{ zckd#%3?KUJH}D(l^@M>xNMFt3sC!uoh2Sr6JvCp~c*his1pZ?^k}%|BI6h(6pCY}r zav2&U&CTHXzG8YAX8C+=C#~SVNZK

      z0x*vE@l1mEnf^cF{sXn=eS0)$w+7$OfBfXMGh(nd?00eh!SE{5k2+Jkg*lRtr=z0h$cV6?xw4~f;eMisz6%;y9$A?ia5fAD-*Fjev0&+DS^li+#yxd4)rF~cVUOPvKxN-@csbWFT>OD|APdCWe$>mB@F%wo*>ivCX%^Z8Fl11@{cy1?Vl=OgD@ZSMO6Kajr9$5+=Ze|Z%8BmX|F z+v`XEsR{JFB;QLC?TIivKTT{egn|DUUkO7zNBUShtH%uXl`V!xz3EY50&T zWv1lC>z@s+rHVgSS%SWyJQ`Ku&FZ-C5HC>Q8YkEWScmn8_f>KJ#*nm6<0Uot{-SZu z@r#m%13~_%|BVT?D&1E`!+KF48uRQnnKl_iJ3ZevWmV&OXV~B4_)Quyf0X5&czvL$ z_ZWeRmln{E^fV1A|LnB80pbmwzY^yDw<$KZp!mNA$?dE^V$ffD9x<;MQhzw_ME*5Z zq@NhmXFcR!NMG}y3Iq2r(f`F_d-LK0*A31H*!NEbg!%pB=K7E=mZ~P;kMQ{xBlEa% zFF)|}v6eaRP6v({!u}uarDg3koxSd&?~x#XS~lByY^f>$exd&+%=1ISKp(D$VWzKy zLEn+ymZ-g-7i!<*@@?(DVD+fE+f`Wou{C0KXPchqz<%(4FJX`;>QC#H)K@l7ME5sv zJzv*skbb*&2fx3~Fgx$~)^kTo*7bOh2cDlY%v8Tc?@SoE``DE38iw27SPM zk1*&P@{2I!6KH?zd41BK@5Tu(XOD`$4~g`Dw^*Ol=GP7U3)27HdPZ~0+1p^B{l)f4 z82H=kUkv^L{RL}}CI3vA*B=SP{-4Glx$(iG%im?Tl6<}&EvVZlmjUqt<@G)9^P>Y@ z4d6UnALk?NL-PJ!^6k0v%m{9ugyH+GIR1~h%RFxfErtCe;rZ$w``*2%+Lk#E>#PTTFpDSzl-z| z2Kk}B{~g~iIrN){VrSZav^nauwS5r%Ujp*0ZN-oMy{D^y{I`qwPZ;E9^)Ke}g0-{# zep^(J>oX%}^7Xf6Ofu`SHw)swm>!`-Z_DnQOAfL5gc2qmX#+~inZFTAxKFu$dvhcq~E6Z=o0#Iwle&C;{L zUc~tr!%%Ob@v!}W^dg4+7>*~YrxKG|QV;wQ`y(M?wx8ix1LY@_oE5Y}^0pJKx3`FY zLdgpYKaUUw!F@=vJcW{%qWY%{KMVd&EN_P8=)6cM**ZY`UiDL`=OX{4Iw*|X(i{x= zo47tIBn@Dfb=s=`#IJQ{teeFBfq7u+>nXuPz>~7yYx^0UE@uEfIW)y zXCYx&AJRt{zVC$clNlYprS;eo*uRSXzmPD?$AvQPU8e*djs<=oKMAw@rb3yB=a1)= z>;-w_{4zi)M;XToW)C)7{Xv2*K3 zgom;FxI)6fjK=iM-2?ZXs6S#AIzJPtIW(r7RhEYH z3*@KTf#ldiZ+FPoQNI|TM)Wf5PX0md_o;`yP4`F}6TRxX{;5^ples@q54iaA@a=O_ z6KH<;7{OcLnM&YqkRJ7nx5_O~T;P0TkeI*fH$wCS<0XK8Tz?1o+ky2nG9f-AeI3RI zt<$a&{U0CdZ-?ZIf1`{-fnUhKjxwo!N>lc+_j`pM7jB(;rzbx@5Oxf9eGosR8TgIk z6K3~Wg&iYh7D)?sLi`oiqlBHz2bSI*vQ=NI%5=TH>QTwJB6LD zrF#nurhO`zaw|$PZB82}3;#*UK>d-y-WTP4!EmW?ApE z5*>Sk{KWYv!|*)HtIP2ETJ5g4*#1P=#oxd7kIoc`x8nSWVXzORx629@*T zqHNK>ShcTgWILQD;G#;xTvUYVA54t?hwpBSF0`jN+pSG><0snvMK=#`O zF^~6MC6A`gTwx6Qj`Hj}bgbjjMt_Jm81K8@>|pUAI12Iy^dDV?)fT6E%w+o|p_X)> zfpCeEoIcH`)v@>f@#jR}Uq<02%-FklCUM$c2Az?*&UqYyDOOFXX3A@$%NRQTw4@j{S9eIONyaW1bJb+)+>5h zIX!tN%ddsqX12<`KRFBbW7xmjns-k-+%E-xiMYGqC7d4Elof_e?80?W&&u_J#cK`Q%zv>G(TR9V!3q`Rwn*SrL(} z{vzyIueeUL>tZEV>1Cf$X&BPN_fx&xc1QKr8_4zwCAX@36H4FL8VARg@R9SMfi{N05KLswPbQ8Z{c`*BA4fFxU&xgYB@t#Pzdw zdY?wfFx}T@816rzyjVNk7ZLV)|Gens{He8?|8`&tFW|4*m01!U*OU*RO?yfj?*;gu%X0pG|hWp6jjJEPX)n ztC*jJr4CDDyl1#lI;&lKsTAr9Yo7o&V&Nxb<7r4dYKQeC4*iS4Ud8o4)*tj)eBYj7 z_&x#pI~ot-O?!Ij`xru#{XLe;JAVNCM*r03l74i+sUWBiA^%Jzhg5WPIHSVyZ_|!3 zZQ6b81hZ9)$esix}ud`U!*lP@aV0{sYR>eB=b>QW*ot&(WUD zACC2#`P>iu9qKD#Rv#4-2K~YL33Gce|8;QI#qmo(zcD{2%=0$B*bgPmg-YWzpefR`5$5P_(7}hDS-Xs`mE#&&69@x;ry{O zEMC@AFdp;=_20@V!B|b$1NcS#U1v8bb^Z!IG1OadKS=GcKCBNh zTuJ)D#@kK)o{jgcJ?8pD?I2&YAJ(7cul>GCZaHQ%iRXL$_rxyiyy!fv7wPYRT4lh8 zj6n|L__A8}IM#;T^_TLH=h=Wod$ z1N8=!KVjI^m@kQ zyY0E;w8*6A@O~lEYx}%D(D_&##CM#ZFpN+5_wD404x;ya(Vy5NhI&2P4`HYeq5UvS z-*XZY=JC`{M&CY0>pwUT!}0CBuFo}HzlP_NcIz*{_>npj^bzfwVNc>0!}R|qLc);G zpuXE3d^a>us|Dmm<0A%thwG(w=#TuhJL;_C^)mzHL;b7&8!N9r6!e?=BZhYDZ$F?l zs^!~os7IlG*?)EEzTVeR{uK2exO~L{uOD8p9+U@RuxHGF243rEI@d@B>VGJI!r&i} ze}ut5qPz#KJkX_NSS`;#2($AK;h>!}4{f};Ov;hyAJk@T5cBjm$P3pqI6nQ7;KOO4 z2jxW=&eyPgh)1s9y-79TztDb$91qLCZ4<-e+mJk;d-0W}oIgYNWX#Pe(gS-%ehj@i z^V#F>1wg-%SRV<4e@1;L4D)0DLm2k^n18Z%`u|BGYp4JF;+W|tYfmBi34^_&ya>z1 zw8!lHo{h)rrkYN2l2xYh zMx?CzDmB^z^atq~(VALFCRBrc;&>x%k40(J&4BtD@{2IgkNQej z?Kh3b+UdTsaAeS7-O(!-!~ZkmdYrme$)=`@?r$v-^M^3_H~)Vz$QSb=YKQl$(LSB* zTvLThp2B@zva+muLhUt7*=sY97Q|Q4G zIR8d|IM39LZ+Yp!?UgX>50HP(oAReAOvr)%w?Y082Kl#Z2ma#vUF0ehC(HK-eL(&a z=JC@-Pfx)vLR5dn{h3Rj1ogm8bKrd&9M5Ixnve49|ATrpjTb%c>ipJCAb)Bv`QCR$ zr}?m6)K3@0?0j12QoZ(l*&NaLrI0@i)B9~gmp4r#2XFle{>?xv55lnib{Omv^_SYg ze%oVq-r>^H;xfGOh1`AOzv~g@p2w`(z~3N!t`|0_hMPPAdeNV{zT7`^=d-aOPip^| zS#&S%2>3rdpK?VE{W0HVIF|ImP3=e5*1EG?|J}4Sw%W{l2K5z`r<>Ko1h%3{@U+pU8^Ubvo7_vW55D4C;5_lbm~JM8>=Yuq}yQi`_>SI~H) zS1DXAACe3CAnM!b-76g&8q2^x<9wsz_d9&Lw-e^W^%3UrZghO{#)}`5VErhcF*6J9 z>L0rd_KN%&6R^)xcTy-kkK>K`DBO5m{u!KaApP#nO|xxV_QU@xB7X?O{t4}eFwdXe zw{A?83A_*a2kN7HMv!H?$|;y1^~t?tRsTMVHz+XvjP-c`w6$eA*q4=9KL`VTxSp|o z8_XWqNy2#&+5=&bH_kuyQuFTphELQ7)A(bB=N0p_CxLuXzX$`rFux!S=dZXvkHZU} zs@QGj=RqFFbso0ta07k7{FgBIUxdMb;(Ay+y>BD*IJYco|NV~;A8>wG&U z-BeB`Y@rxyN;RK2_PTr zKVf*u`QabrfdA+(7-sr0!D+6UQ~4h77f27o%->CzsW$GW!JpuK z6Kw;P+OEdK{Y<2HqTA{E){ zz8BICbNlc-SUb>WyaUJw$MeiAvHO}+1p8;?m*>j^qcT3~aR25NJaf0xhDGfEmW1AB zB_=zX_JaK&zr5F$q^|GR9riECAMcP?Ng*XM@@#+Sz3up^-8YW$dIVwizKqa2@$ss- zLxW*F3$eTjgMApa!|Z;;q~X@9_ScH;SKxe;4doZSs#p#6H?*h8X5LjR-#_8{G1+y~ z+ZwZjkl*9_{*S8bj?4M`;_W?*h9spzQsG-kWy{`KNzyQyN-~RxB$<&SA%r5cLLx#a zvRYQ6BzhhiNTGh`dCs}_r{}-->)y}3=bm-XJ$F0|v-1FR{NijZ*9`&vMf;f(+-MW( z6$brN`_YYN(zkZQ{x`~JPTt9;8J4>t-;Dev4Ch6$zLUKDxvf8zDW+4olYPV6R)r;U zcZgq3V~x-Dmf`2eYMp)`zJFoEW8fd2?;s5Jr6nFeVUQQj&kWOhZtQ#TR;X`tcl!)a zyK$J^m#dwd`ZU%1#|*x|GxyQ5w&>gOaGnwKS%jf|j6Yd9y&qpo82E$!&{h=#V>=pgr1%5w2YmVNCke-n5L;pq?wg8QHP;%HXA!?#Cpq?a?Ib#XF+eO|!l3`Czl3@G?V7t`M6{nJ`#*@< z1%I?uY=atsUX+KMp3}9?Ap(f+P=DQCs-BN|(*f)Q`RhJr!R+Reo?y=t#QhNl?jnEP zCnmez_j3aNp?werc_TmE-8WuHITirr)E;7>uN~&+q1?SplE)_`L;e`oJMINDGA8V5 z<@q^}4*Ge}1~Jdlx_-(O(kg_Taf#Nn6%d9?BPp`9qlRzp`?=|5xjo`f+bj ztmys<>VxN7(+;&(>7c*p4;S`xy3s6MAb*1Rx6pmqv~OXlu-}9A3G;Y(q41Q{qt1aa zA0a;%e*1h&s4Y4#hx}jIQhaO82ybpbi+j!Qkoj&j_;-}w;*Z07j5b>j{KEE^*e?5U zNl_l=Lo6o@>j~7CB|+u+6Q_LU=M9#GyjiJkVhjF&>R(kG-ufy8`p5AsDH%{_sPzB& zaY<_o*CJO#=PH{=Hw?4pG+)0{uY#`8fa7Q#W^1 zpDSr9Zl7Tf$SA?DmN49BzWOf){aE=g27Q|JFNX0?{1?Oe72_FdkMrNRTbr_-fhayk z{`=0hDNsE%fXCy6c|71d=gO+2SIOWXP@jF{f^9o&6a618&Ib%1BYP(d{6u*XhW2s% zzCvZ6zKzdd{f74KH+1CAsyNa47cBQ{xV3Cg=da)&`iRHl-#v25%n2dTKi2o3SUWha z?F;B%FDxg_*0cVfpIufOzM8M!mnz$r&wV2e@f7OQ(pL5Gta+2*{wdNI;E?u0`Bx0A zkFbBjvi)eh0aN7#zanzEJ_p1rOxdrfAmu21N8Eqlw4VOUN1cN4V*7#X)=ug?S~S0) z`~z$DnRnBu;Q5SYZ%!R|8|Mn^chuJ)OQ~t&*FdRetW_UXB zgD}tk5C;E^;~@np?ic^sWkAL`aitDsYj1>zz-_F*;}Fd)?(RF3>Qhf_~3Gi zoxiUQDw?l$aL^XWPoaGihWQQ0OPK3V(1$kn7AIxk-##(F2m^mMw!_;=e^~u0(qC4e zohKyB{TE^G{~2cSBdb53=v&^o^3abSdY});pXEc8!=_KkhxwiG^xK)K`P!g=IKJg; zV}I^>{T$XC=r0I^eWU%eayI`E2KgaBSbY{hEH61_G)_jy=R?9UpQ3&T%TFKhW%EXm z7wTtl$0F|qda_)fgLfVrt!Zx$^kKZTV$8Yv+!_tgKiq#H%>B^{r-tPRa=HK>B<43^ zIDdxm9mBz-4-9({J?#5hhL4n`Hg;VP=QEMs6(3#?`Vrd<{t^Ads^0dR5Ow`0_X?Mx2tw{KkaFe3;TiC->R(D%Qp_Nf_M$> zgD|Yev3zxJrGAGRMgL!JE*>xZ9pa$g^3^hm)czWY?C*kAOCg_!@>wJ2uy$C!j0`*9 zyvA z1be{s7-8T)(nlD^+pa#l-&afJ5U(IVL%NkD4)O_vcnbLuvb3-J^EoxZKjc@)k-A=Y z`%G81Ci+6E9`1XQ)*I$0?2j<$8{uEe=B|qhgYQxPA&BArFX}sC$nW8JLx-s<{80Y| z`iApG=#-CA6;_doeTjden^x=GxVeI#mke#qjs2Em%llim@~v%r*AaaEvaTZR$C0ud zF#qEEVO`sRO=qU2fqd_Yd3R_;su zUoW-uYkw~_h@a4&7=BImx89|wuZ2`R`@fCa_3Jg<3Y71{d2?(pOe@}C(pb@bd6Z|^ z(1{)+Mwx>CBEQ3YOKmrqp96ki`G&=#BnAGmJikF0`~|khFw2hMnBNI>6g%5{VZPr<82ZQYvvP0NKYkDTNc12E zdvAx~yejq=ZTq04SydMNk&&1`guyUCQb>c#D4hfAz(2b&zw50n>SwF=4? z5C;CB{tyO!PMsAzFf5*I71!iMg8Ad=UZ}jex6J; z+2=0hO>yfZg28@pz9bCsHh#aWOX`EhtzIx5gwv zs z_d;v;Ea`TqI_!{qC-!~(N12cUL!cM?-;kS+z!@*SMP@UINpQ)C+!_FV`02F-w=lVD{SxJX`8Z& zLoc8{jz7WmzX6TfuCSkm>sP`mLaLvzplYhRa~#Nr>LZ5r2Kv84-M>xQ-n9bwkL@4o zb+LOV-Oqqg{|{Zgw`z4}0N0;GUjm}y(=52W630il7%nyke}()=3`n$$o!JrMHS|A; zsR4}{8b;tB&|Z(sZdKEc?Z?lv90`)0zURhKXdm^PFpsYZ!+s?4>&Wr5mwK6YR60ui z9aWfmX3xrZKo72Gj*c(drSJC&)&m$15a#n0Va0C5Usm6vJ%)Tb>LdG}o!@8m*?#)b zMN<~_Gz{hXd34?2;y|q?uumK>VbB+p=h51r>g8^t^H<1!!rZ?S27id-P3mOR;PAiz z^bh4j82E+ylH`8qt%R&H_%Gyt(!vj)Ju>2Xem?1-p!h$j4Sat#>Fwu7j4~p@RR`>I-%)MZL zAL%{0YGZG2pJbk|Jh@|7N6R5IrI>ya27Xd~EQkLi!}dy> zCJgI$lpiZ+@jLr|AGLSNyRx&nnE}_gQ@d`SO|-cT`ib)~VdxLrJ1sNtit7>4|JxDn zFx1C0{r~3?P8S4N7)f3Q{}(3aCt-;H@q9XApbz&y2t)hmFBxY0gRH&=$)DkFtbgo} z&*!Hry!3q5-vNC>eh}vI(&@^P(W|?P-oHkDNa;LCMs~$@ejg!4cUe?7c?{O&Chg65+`zIC#!~e@7|5GPkj<&k=1>!xFSL*)l_gwpm-fPA6XKMPR zR{7s|xxJp*P@F8(Ukvib{?Al*nf+z0EBv1__J2k&{PWsH6QI2rV)-%rg8Uc5UD{*d zC)yh;XXn?>jvo~DpineFVSi^GXN@v`vJvPb{5bf~w>W#g-by=iyCCWKVQ3HSD=jHE zpxS2y_+PA__T1h2WS+0wZyN78%{c>wCMmrAb7otFj<-_bd-S*G*W9a-Q;vhl3;A_E zV$Yqk2}hxS)VB+Lynkr_mQ?x=->0f24F6||JMR_KfIWp zUwd~=9IOY?|6LxpwEp+&8psEr|4Khs9hs7t%k3@0I*t;nv{%6eJU)OQZMxY<( zONLoIo3U?!PVpLDpa=WUIM&?us-Yu~uQDDvn0Up?Nwf1NnFeF-g}Y7y{@{2rXI*sh zm9UWiMEafSlRWA4+$z{V#{M$@hUB#*b_e}LeYm1L&+p-JIk=xqcO~l~;Q9lSneh0@#80-o8Lm1?b{K?50dD#291-v!FCsby=tcS& zX7k;x5hK61xebN#-eP(P!+e471>9N~p*?(e4#*SfyS1#j`OVyUz#o(!!@dkhPbgle zCd>1Ix1CKqO-~Mm^9o4s?PWhyLe^{Y`SJDzy${2Bitb0@cyB-3W3Xe;E1-vPWy(OW zNIB3q+&{mKn6HO&HCtkIA|pYbIKEu#cfGO0Z3`Z0F4Ac9-wRgIAt~$Lxg|FA|^wEe~9cK*kMS0%o|9pw*<6OASi~P7Vz^KLE zCl<=F|2s>=LtReA!umBRdH)yirf2@9iwSTRNXuXf)zgN7YvDjn<$O~~^$-3R6W{-mLqdw-9 z{g~7*@)+#5BE9$hu3eb*t%&=N``>Rg{8m52&xbwGcp+`Bt_Sl8>i2_Z-~Ep~&Vc^# z`v=w40)fg0WmlR{2!sBizC7GhIH~QsX#W=FM_4X{=zDl)&*%k1JV0NteZt&+AO601 z&;RarIeIU?HeW_3YVP;FFn=I_^X-#U42>4ZBv3xPK+Wyyv09OSA$1@%k1*IH@}Ds1Kk~2O?weynj;-SN`yQzswDmU?y>Ex{<)i-fp_T!8 zuzthy1&^k#Jh`TKD8FC!=v=-n+$INkVE&r0486BiOBm#X@d3juAMohU`PG}=Pi5}| z)jrlJ9B=huCgfw$-U;(~;PIH|-y3DeLp+B3dAzwKLgvAC@UPf@p>vJ9vH46TcHe?9 z=U3r^ot3L1%Rt|8{DlFXZO5-|1^LZvTZ}%1oMSV!6IO8Eu-QYrg>G zhvOv-^9R!V#B-xUZ(CR3H_GSf>A`<@yIKIo{s{AU_30h^9eE@3T&6^&N_ec)sGUF#&1PyH;;L&Zwc`h;^JrpSFF9;)VZKLx5eEJt zy`>W7IZBQHe_yDyQ_Vby(O(sQ)BIOztfBUKv*>&?`t#C+$B9aJgF#Ur78a z3z@2OuPC3}bJ^vkIVV#7fPcjCmfh;|r1_*V>ufWHLt7Y?EES&?^mJ1qo#>tETn(Kc#xh~wSBLy&=TFRKz)2YJ=}H9_py)5Gv+fXefECKyM{=M-KoX;9x z3iChmtrKl?<=v zu9nv#elXmL@ViBm-987|^8DDl^^Kh?O1cC6IKFoqI}NmbaSHNHD6eRu>JSDY`-*qXyN|tv;?mJe}m)s zu%S>nwAV&{e&$0~gTCUlhhPur&puSX*0@r32{7`zvWu4Sk3qj7KZ@h69Govbu&*bK zALUmWze7FqeKYir<6)TI%dM?Er0FC$X04tkIZQl%5Qg{7+{L&`K48S-%l&wKP<82& z>%Eiy;6E`xRF(V0KXCFDxSxRb@i8d=WoCouzA4%#VUR!Cgb|s3g^GE{L|}U$468j0s8QJ!q7kRo3H{qe^N90PKCxt1>gtfUkJnc zv%i>Mgu$M0|AJx1_89CR?VHMB{e}J2xI3R)ka!#XjWM=&?1E`rW;~ClYO*$z=S;TZ z_R8=h8XsYxANgHV5U;z%zXi?@^~3fEpQQU}R1W?G<-zLb6MtAaJ3sU}zWK&#%Lt$! z>wj)}t@}((4eSB+@r(1^DchZ#;5{1TFJZ7(oDzr6kTFn?2fn}W1{sG5R& zaQ*h>;t8Gns$l33_2bLiS^IS_#eqGbz17+c@tC(DAKvrA?`zAZR~hWc26^H9QCpkt z@^H=?pa<<&Fl5AH#Yrzz`%-=3>Fqu{)DH0ZR#;VK^!(2|=nv@^eoWb1Sd;?%#rD7I z>cm{m+Yk1DSA^eFhTI0*i~5Bc})hR&zYp&DQ>SYD?W z8YdV$9O~nGlrYTisGqEy-g~WO)`e|6InB-@4>!}^NK%j0zx<%#~U z8P_j$h#~)u_D7iWyI$qsykTR9!~EY@tiOa|J&ODz4DT5r|5<%@f45%KbHeB?**t$y zul*!u`zSlm2b5pEO<{6ts~w!zBAhgCd&7{LN4pgbApS!6 zG!)KUI<4?0zn@7M^oz<%GuGJ#yYu&_8qEswjIJ(HJx})DICj2)%&SWf4-x!q&g=8`8sEIpc=SgJ+CzUq7}kGS|GSpn{QX&dpg!{R`;)Npj4O-4 z|6%)tfxjr9A4d(UG!Lr6_|bj{Lp<6JLp})m`#HFN?m{_JSkGZOVNPFDKfR3yzGSPo z(E6*%L2jLMr)jW%fbv6wZpFlb4FJX`m`lnw*4y1-#H}LaFzq}PX>PQ_0dXZnhT0{2k=$Xmi z!)ulgQ#(`l4b~r6-aNX$-@1va^6dU*^SA>ORH8)l6O~Uel&tZWfco z|5w5JoG{RX{BPbex2Ai3GsIUoKM)50j{GDH^BuL1^eE(;;@8oUCuHY}we-VcM(SNdXmX9V3{UN=79xwaTwOJrjqzsWGynJ9!Vfm`~3B%-&Sy*Lad(xnYJHCtX~`lehwG&lQ67L4FAOtuOR(Y&i1p| z_iQ~Ukd?i+q2~T<&>y6aFr2>;%bS(6{T_}fKP-?9Nh>+kQ47{<^gUq@8o%tj3q7nX zMF00H_9p^{DgI;__>cX`8P*+lnpXn;%U(PlhSNwN7^d^h0>Z$5>|Z`i+UrTiS@=I_ z!n@yeNuQ$!@A+f<3VMS-T@9^)`vO?5aAa{`&3BjB{-{9Vczojdw~g%nqCnyH_R3C8 zD^xzvcofR6JFZ=#D@Er+1qy%WFE#oc4)dLO{t+lzmVY>wlmYo*Y+vzWrC^M468Klb zdFmaON4Ek0ksd|FY<({v4E_)GM`?DWy!^LpkT>Bg+gHx~@CxEh>`&?AVSDE$Pw;9{W@2b9YYHG3O=j(s)%iyid9Omgjo~DkXX5 zK3j|6d-41sP&J6?TDQg(;&t(UH^&<2F9mAzT4Tc_y;aR={Aw{>`tDD<&HGb3ye(42 zZw%NIj-TO+)W6!BkJ1#@9{AHP;8&@Bs}jRP$%q;@dL-So?saK zIr=}U5B{kghV?q?3zdU>P`<1_oiAYR@$q!fb#OZ#VGr?;cs>>ohWDItJPgzMJ5~3uUn$4-f3COcJef7(fUX{o^ABD@!h{dKOclDl^P zBE;w7{XPL%VsT40{YNC7^d}~K%>4-XT7mg;C)D>UsHX~ zS}jRSuwU`|LqHh(1Ja|}-{OdBz%bb{q(7SWlMg?s;Ph&)M`i%d@aQ+GHgX+V1I-IWv!~b!jKC<$3 zMt@m>-k~0+VLgWSuDyAynZHC=?(e#+Gdfn%>;nD;?TIkEZzAaO=|S6+=kFo@!SU#5 z?A>3uU7y820v(e@y6zF8_n(j-I%6CEyuDTn@i@}MurKjPr}?E?`Re`(7pQ*M0S${I zJNAKm2m0r(v9>cMvZsRo7O&R@T`#(ie5MKcJDCPCKM2Ek#PKLAhxHBW3zf6=87l|< zMEcnG^na0puCFguy?&4e`5W{Xy3;4guG^T$^+7k{*Jx!m(f?slc|wB1f|SJ&FQUHc zCf|2ld(jH)8Qa&*>(q0u*Kn90Q6IbYlTKaNw+FjlDj>}Adjh=$0lPn*5yev|Z^AHt zi1UN29L9s~>z#Y?X3KD2ww@Mr?;bTUO^3-&_ah570jn2Kz((BnJ+Uq-9Yg_<{5i=J7AXwEhzq>ppn@-=i{?PZSt0-FNsa6E*e zJ?x(__=9$st&ar8%Q|OU?HA?asXS_~_K=M3F9YIZq=zub59{}tQ?Gb;ycZvUp&wJy&&Tn^uh^W6f%TtE7HMSV)XX$$;Ae)he8 z*v>d7684X9Jwq7!Lwe0L&MY&q@P_(GpIQ3+J2#Z_LD|qBnJb&jzm~BG#*6e4hWNET zX8y^%*D8x>bHK^E?c+==6mt_ThJdd*b9!2FznYO|5!QmXaD*A-M6axCd3=Y;`!pg)%VtR z=$!`gL3vmX809AjE@$tT2ne(LmIBKK8wNj}KNkLfahLde!eF08|6-7z$-fx#e`udn zAKoV>9QZcd;A4N_Kk~=&@XU+;E8Kt{)NjI2j{IaenALxj`*V2Fdzg=Kyq2xaavLVT z;{Mu7wne+3&qQ`UOkg#?Y;jq{19qN9V6`G-(K(4Ju)ekt)64J|YR}ro*iCg<9E=a; zYaPGiV3T|V(2xCDr;dD7w{i?S4=xyJYFYZT(h~YdeIK|jU-9>vaPHr1Iy-INEI$Os zgYvYAS>5O3x0NtnY;VxGQ-bK_rr;mjW6DnnsGQx0XBhk)@^6r9#T=;x5Xtmm! z*Ei~6KE?h9#piE*+EA%xPx^0bJUV1S>?zP6+fNhNn%!?u3lzPFjqusQ>ne+53=!!A{W*z3vR<{*^G;H~Npkn}*m~ zt44BvKlqi4`JBbGD*jd{8&y_kIIJ(mVaY^-c{91 z65}VrFkc)N>nCB*AMyDX0jtmQNenZ75C(ame`Doz9z`(3wKOerw+@eYhin)sJ5)l7 zoktZ6-5O@{&S8%7DdN}Aq_~`pds@Msu)U%8GON|&lR1 z>&ij@v3%HKcjq-{^MRkpzhRjJlYV)<;p?AapE@XRC>G@-QNF{Ky7|~0bccKo+7n^e zA4mBzO#1tW0X5C;CC|6!PYKSFC&M8ZAMdycsN zAuKfwm0HaU0G;_=za_4H%17Q)PGI*5B#_I{<2`Ci+q}8 z@o|OE#J`a)_gcd=GQhv0{V~k^-N;2t@{Yt^P`g9xU&1_}H*%}rdHdPtL0;&e7-spR zQ6DFCzgg2PTS)vH)$+QV&-g7sKgz>FKDS?=q%)8oMtL|GN%dd-W1wO>@z-IBRfgcN z=>JHmzW3jhV863mJ`Q10wr?&v0KdieBLsv&-Z(!I27aRaSUKIN5jbpqDmk>x4)lro zM-2P7s9z3S$1mJ!c#-={hiktAWMXH^Y$AS*mcE|jvr6VRmaYc$@mFG44z>U94S$e-%xww7hkm2oh=Rg#QNh) ze~(SuyN$iqAehk2aK*)i5ejr(TrlDI!CtQtME41>zX?ySUuh^z0e^_|6~pInKS@9s z=3g8S!>OdN6AuQ?A1b5A*AElV8R`!I^914>A2EL>$$O4?suIr5!w4pgT~wavJqO-T zMtx@3f#fskrh4})_EPLTmS9rJQPukemq8vFj}YehREAkRN0^;w6-;Vdbm->o9Y7!I z8)5E0CQDitc`W|`{tW4vtkK#leXNxnHIT3c{lWgG-gmfDy6hY8pD@g4RQ`I#5AR9+6lp(O zFzsa8`V$kU!g$ie<0B03Q;ho;!+zV4e=+zY%!g2Y@E;hjv-U2Nei7#J6k*8c*5_J55KS&?LEWgh%{lB?@;aX~c=Ae!@hfWrq-$#E&80?+eTllEH^DtlV zH>mG32{*9s5wr6ef|(yrSR01!=klH<{d==u`x#jOjS$OgmfX<|1<^^MKiD3_%>T|( zk~^pSaxvtaQNIa;e?WVmrGC;YKiv@Y1Nk-UNYRj!?zMoCU$ZA9Y&_*ttZqg6J=^n< zX6kek9>2`dSC@Qg5)b>kEv-&+Ge93Pe@__NL;6_xIclFUj1To=PN{y6-?;_s zJxPI6r<3PBuDS8?J6R{H1nh5s_Hn)?4CSb=gke2~{AM_n`eWbI`BVYJ^nSd+DaNM9 zzJ2E4A8`Cm^?82^8~otD6t*{a{MX(oe-`n0eeQN|%S_#yJYJl;XXxW=bvr>Hal8z_ zVBb?Y%MZ^zEc8fz6R6Dcn{!W_G|!QG&+Xm0qfY))xi#RwaK3Y%{WZEzl7q4((dWEz z*Mw=J`J}AKh^RkC*4I@bNsoc^udW@_XLK>z8h=`T_U( z@p~6D+m+p~8E}8%GOW*oFqJ62pX#z`;QLzx-}3m4Fqfap`faI(k2}M9w2xRnU5+hG zmP>G8=Mw}jd52yNwz&iRLwj@Wa&=KnxSOO3(c{{4(s|!PC3w#m>2bBFQCJ#sAMBUv z&%Err%QA@jd)MtTo|}IxhxrJ{vtV#^%t?p8;IGmC2&+{P{}=e(8Q!b9iqDS=_8rXs z`({3j5B&|pXUHBFR5VL{urmOEgY+z@Gq=#%F^cCi-MZTR z8)6>v`Q6>EHE+m}fv_G&{bg8#;uFF^AI5itVSRz}XXPi`W1eqg<@;#7?0Y(2D$IZQ{HM;%ywC`(LF4y*_yZe=&aa=rhe*ahT}7mw{N`4Ac8i z0uMo9$hfBm*?SoR&n_VY_iyX0{Db7k8}w6r9zsAE{3*^~th|Bz z87pV>GR*AX^RwRS73zLmzZc$9Ef}+B0Qg(%f6+LVVW$4(ppS0i@e_vgKH~cl0*0AC zShP#>_D}Ol&~N;HvCLD4#%DD!{}ApL{Ppm#Zt|N*-xd$t5-ay6g0Ei}FH){gG)n}1 zMSWcCbt~iG!?oal==(~2Q`w-~JYTnDh-Fr%;BxREXg`EOp6xK?w~&8S4&%jql~+!F z&pYSTV111C;l1GfsOKNt!GDO)3kke^YG?L*C<*)B*q(Plbr-#oO|V;r?Rme?Zi-D2 zt@n^VpVL#+9;_3+Pl)Xi27iP4#mfKC_h3d5hR4qg(|KKiuhp)F>n=Zp_OO57 z$<}8y2JgY@4+vt9=v?3ZcX(1rl*?yIQ<^< z1>-rwz#sJIgu$MXUf-vGUikGo4f|y-V)^?G8#^lEyBx&lC?CJz#qWYkt+>DSJKb%+ z<}F3ZQKZj)7c64KK8%O^Vrbv~JzpQyITH%@iQoI@UpcHLF%`}uBRzycKJCgu9|@Pl zZ!A-=V-JoR$OHy96&k1(9~LjEo--LZ5|$WwKD zlIPO5`p-V^J`ehi`>g>T4hN3t`U>05yC`0c(a37|hHzd$KPvk(7`bxj$do&onckUqkYkEZ^qyn^~$rggDz-ch{%eOpe%K$CgZ`tv1ck?~ zs`toY=Pw08+luG9Tv`qJEu=pv_x-RRx{W+OTkgA6=GAd^p1%sVvF;=LB@pI&Y>(mn z#NXhVVXKlYq#!>)<#SbPU!V7d^Rp=5;6+kLR8D*beq;Fx`@G8M&-wddf)&-WXOv%j zR6IoVtaRwz@3Gut@c(EZ3^RRPc~hfdnY9q!uv_dXu|mvG!eFlp{>3mph5ARa=PV!r|@Z0Qh&Gp>g zS1tD1@y%@o_zS9kA}~7P&l~Wk$lq0GHf-G5{|-ApC|H&IQaXE<3Y>qU`USmOYz+1I ze7FiR$dkUOax)swYJ)Y>(wFkUAE3O~9QZC-++QE=$KZLhwK~dI2X`@s`5X0Z?E~Mh zq0M0`RV0tK?`7gw&Q^l+EZBdjzgAeiM@Oy?p_|VitNvpR{73$+@A7rw?0e6^9w5Za{o7jbci3K7 z{($AKW21R~cZ0gqy8Eqn`F`yNW5p%I)+~eiJ;d@N4D{jn7-srG81nt7e;Zsz5ANbv ztx`txZYX`I`F%kXv^N0TLk#+F`Y(p{Dds<^KCIs`J|WEGHCE2@34}o(kbewcrtz}+ zY=3*>l%wVo4_hhHeJnw^Y^na*Wpe-{f5LmDzA2LP1%He224SEV`AHb)X;+`?W4LQ} zbWLy3|Is5qHXE-E9n-BN%>Ot)5C;BJ`B?LNifQgJzoR~FM$F@1hR>0F3B!AosE-UU zCwew-&mJYQHk|V#!eY9|p#T5Bl7KLe4y zhA`xJkRMyT4kis=wVv~1OTxUw%+;dz%IJHR5y%hQ-{xz->$+JE zV5E;Q*QafXocE_%kCyPOB|MS7!$=NhG_2ZQ~gzC=fzw#ohW3+7*pC${(4 zd?s(+3K&0@Z@*umZyLT6*9{ig%^Mx?0-j}4?p5G z4nzBd9mZ$r)C~aodx_iML73?;!^yNhAPn}6>p8+I21E~G$Ty)ruyU5aAO_ zPG`9h3E;0#pY~)dJ0$p-Dy>O4CO9R;`K}_!AN3*T z@_fs`0Uq%FM;|f04Ac7`f|$(4`)l|O9^>FmRz{d(Ll zAq@A8+F{@qeNXl2eKYnwUmwx;px;RUKHL32HT)d;{Jt;utgnLHeaJUpd;8ipPj!4? z5Ag_&KX&!sl4}Ad$RA<u4gkk(Bzk`Fnc*k7-#^b|-(~Ae%>J9>apne|on^!i#^a`I36Z~F!4=;HL{sZ}w z@Jw0miqUJHUp~|`;diZhJ^O!K!J)mAJQ5pK!9O7X7=B0eA3CVDc(P@8IG={}5QhG7 ze2G13)@d%X1bxEw6=6Q#vhok~Jz>Z{p?@RH^)u1%mfW8`o8f&UYJbA(bu^{fV0(u*&S=%iFads{KPD`9jP#K(j|Y#ccJg{WX*`Sv z=_d^Q$NrB-S2Y@Z?+g6J@gF@nLf!qi5d0DPbHbb-M-#Wtuaa_w{UhY((VQvX{gxGi z{$P7abJcHlTbKd<5A``IpepKh=WF19vAv{&I&INeB7bir_BVtfUP1jhHgREN-Mo6> zAGUvNYloz(zo)``Y1lr)P9* z|A6mb976c{qvTGX?%9X`-+v@W-q_@862$3Ej_vvPXYd!$chtw^)1BY+cM`o%j`n_1 z*Hf$G4^>!iT8YPVa{EXJpT(m83&;8=FEyo{Jt%s=m+-6f*mISwu>QmGo@_dH(CkP# zk1tOx7!i4(uN2r1%InmcULO+{q`>+TzdsfCUyS==(R(X>#r+Wmdqw`7`fRp+T(;={ zlkoe~d$%};4E`;ty~D$(q^;l&kUyuZ!vi-ylY#gGzfUo`DD{2sKE9umVm!Xq zwdxb(N08o>uRVJ|yPFR20P;K4-hX;i=2vJRW7%`Ve$o*_EljN?D^yxXl7+n+q2eRgzy(@Ucxz<;FY?6@vB>TmUg_zTB#RuHmM zry`Zl@9?hwfvAjN&@c2KY27PNZkwbH^2GMj77G7NbNmDPi{l{-<*1Ko%i1(|?hR07 z`-f?fQwJMe(S`PVi{(KW>c_r?=AYj zO&rfT{h{k6x((v_$a8&nO8p(x%GWFB`agN+Q$88^h5q8)ybh0_-h2b`IemX!Zp`3o zJGj3+|FtB4js9)Ww?Sh12}3-A{J5a}`(DPS{g5w1eYv3dD%jL!4$miFSkmemVe}Ec z$My;H_3s5AxqgA4ME}P&PTW3W7!U5Z5{CR5=9>v~`?_#OQaaR3bpM~)f7?6aQcE9L zPZ0j#`(4g068b~_UZ|dMZRaB=@Xx3Z7k=C{*|V~U`(MKHpJ;p+`_3~=j`4x}38WP7!MEzc_@mCuqzS?BqDc3HmH&#N}<8G*D#33E{o|W z4D=3chtE;G$m-MmLIK0c#2>;C&tZQVJ*T+@=~pS7A%12AEB`th{!xwX4`n1T87#AW zF31!6WB9d%wYYzV>Hk~=472@ehS~g^ac2HriCkyUSJdZBjbUNAhlj!a0<{0kZLjl3 z8SjU973E2o=QlIodj2&wj*(#N=_|?(qfVv&fbpQd5eE5V`>dRuZ@A*Ot!2Kf75FEN z2ML4yqCPRq_8$p@J|e#uruR_gc197`YA38z9aaRbg+@GM2{^ zS@UzIRX6VA{w>SjCVip*akvkM^{;o&`rGwMKG+xTClH4F(b)g>k$Vj!c9}rDjr3l> zqWxO$*D26996w>c{KKj@DLD;;I+V}0qX(1YW zCt;W$F@HxG^bPHUm9zMeF!(Q&Z|;GE?>lQ%q!KN zub}u*&XdNQ_kQvQS*^P;KD0-|e15z?>HRkQM?sLkLVtRH#?H!#ySIVAMSk6%KRjn= zNesk?R30B6`^v-$=rI!W?}6Kv^6fnzzh~M^5ek<_0XA~pF#dqo+X#EyS@PSTTovg?w0Q}@{}#tmxm{VTCO!c0sBV%A`I(4 zq>nJ4KM8~UP~L<=KGZ(82mD5QA3g~l@Agwl!cp2=JbuDb2PKiegdyI@__rL^Cpf>b z@);7F|1Fm{#{V-Eu=XcXd`%d}hw(OHkSE3ytUYJS$FlGDQ9R7*cVYZM`e8j!{6P%! zBg&VxH;MTF@Q+^NvC9vDpD2&~q3c3oA1OjSivEbN?%d#tPM zfnNXr9x^YkW`i1;0(0URvdUYqhUszxjRHV6g2&@OF+-u5 zTs|rzSNsv$$NmcLX=&$-p9AZ2r1z0sVX|-DEjUk)<74;*wfE?{N?*Am(fg8A|LcQB zyKbYneLPOKyLUKmGdQXgM0r8>0O`ZramB!DuYV1HUiy92c`d`2fg&hFHFY z`FVcAkUydNmFX9H@4l*PEGfkLh#~*h@-K$@tomOJ^UITeF~ryL?XUs7XaGM!A+>)_ z!uDSb_J{EWm4kn_Xjkq{`BL`%BGMODpY2x@=J7ybU2o|@TK(bvA4VEoC- z*?R>HGks+BSv>gEG5e@wm(?IIJiksDY0n*C4YrAavr3=gdzWi@i@aV#6MP_-ft8^ja#2=abRHPx^}Ma}T8m0|zMgm?vuiiKCk*i=%D;5Q8zbY&t%_ZV zKcxqImj1Zi74|==e!8{ce~Fzz-WcDOJ~DE8o?;2(MS4qXea58T8Up*t$ltP=;Ugn< z1@in&*{6Ok?k=MD-jSY{3LS^a=tl7T%}W&}-J<0^AYP_ UukIXh4FvWJ_gu4|$S z%m2T$o)@O~eg!|j@j88?%)r%WLBCO6uix7*UDUD}&J!d3uYVmFKVjK(nBP%8472<8 z472_3HyOh>j&K&`S8=>=`$s&}j@%6X1?eRW@jdeMt=;7KPmruGVR+^gW82~qZf|c> z#v~XASIFzr_vIEoePhjRczj+y^J?+m|29K^$bZ5x-yna>oeiB=%C7_dB0c4i>H4`d z3;tgo`AqJeyFQPn-j#M7d1+)HuKyMKzoqA&R+j5X-&X{|4dGdTKtHg(_e#Sf^9_$d z|8`=1A`JG3^8+iV|5FhV=J{2^eEq}9*?EZfJ&e{D+-rq+i~4)u5$b*aKYsrH!^%sY zrV2##;CMeAX|?K>Ys2aPkeqLR>+4`RAAsL~crtG0ny^;*w@;Ku<>58jlAk|7KB66F z{~sc#JmP5jcj8)kwqC4E3w;>8YzEjT)xYskzO>o~_UmyyQi&MWOX%+zens-Byff#^ z+8K4=FOie$EQ+)pUS`c-~i{*HfGs%k8EQp|6{DwWdf z|HYthQ~$*=T7bf`iS#y6=JYQ zltPA$Q}wxCZf9?c?uSee(?b~MYxL*U zEhB5*G;V@?D4stj4FBIo-(xxShxI>go8cyrl*i>&qZFOfW0V{4ANL~|X8f(uYUtlV zm<#+sdTZ<#T3x)U3ja5a?GuLh5cx|O>=)%x<2Wq)y|OgV*AnLYe>DX!l#aa-o&QAs z5LRUG6MW7(ci5KY#GK@%SK(yYHZX zr1y(VFQq?r@!&6UJcRl92!p;L{a+UUx9rLo56};kPwkkWlWkf=`B%czzk5&K-vi`@ z`cxbK>0QYX7nqNbpA578QNl2O?4Omhd;?+N2lmhEv-M-`wi?yzr`%!wM1It6zi=wR z{|BsRsQ;&KTZ+dh@$&!z*{Q+PEmpw#1lwbn?SBb|x<6?P709#vjKJ|qv3GSXoX@6S>BxZDU325bF*_W{-bmA3V=Z82mYv7vyx^lU@Mx754wN z>#o$%_Jw>rUpMV+8L@CTj~~9qxQ<+391ig;j)ySt6Xp5MDar1{>nQM_7%vj$_Cpxt zhy4B)^rpGzncHw)5!?Ir&7joi&o__<%BODjL78!>t?~ghU)L3^oPJxUirXJysE_>< zhVkM4Q{A%`jUe&=cOpIYvCX$1ueb*JbgW;0L*aJQ{dBIsg!%ki|NGgP&nMO?d?Efd ztS)O^d8h|}f1qJ&bjZ~@1wLO8hWG-<*YM1;d&)gCpa=VFJfHOH{dP%i4~_3#{sbM8 zf%y&j|J^fXg!Ru$us*@>zkhz2qOsl)@_Q)%A4*=OLx1H;vG#uK4*y*r?E?M`$M+*< zThgeXX25S;9}tH473EEs$4fs)1a1D_xj&DOelBj)vTC-2{5Yu*1NYHgYVV^huzD5%Lu{-sTgZ#vZfD=J|;hr{B`IkDP?@VS6nLns!aB7yUmd zwnv!fJ6d*i==QB+GsMSe55G^vCB9GBl;2M6|4zFb-EoyC*Vo@QZxeS6$OL`E{s}{W z$PdDNeep--Snt#s2=B@veM!@fXkk69#{c`ugWtGcI|^biv6EZs)ww8;jJ$a ze<6KRM(=F*g^vM!67xqWW$b@a^2c_tFY){!l#0GOCvxc_uoo&v4ChDadn%{-QYe+H zSFXC(71|f`M<^}T`;v{fmSQ@_dqU|fm-imC?*hNX`X`jW*;Zz}Re{CxLYXdSoN{)F z{=XT^WyaRGL=E~4{!DCtLYc_&uKnA_g8!xRrr5qEVP@>TNTCd3<}Wy={F+eK*mUmo zwp}1!q)+zria~wXi~dgp$0H}Dyx`VWUFM&Kax(AEmLD=^`Yx3FrO>xt;Wg~ z2^B_K9XwR{82F9)qIgSp;qaT9GRGx`i`!SMS$j{)`y`tWgh~>BXKz3j(ceZ@vS}5PnhB*p;A)Z&Vn7+ zz+Z~zFNR_KL{HLbEt6w=Vg5yaDG{dk$DqEr9O5ms2c@h#PtQ-?3F|j%4>5~xg;Wmu zK=e{M?SHXyu%~wIar>k1xjwW0D83OYJ@u?9cUsBbKNBiD3~>Asm&p069C5LxaMTF) zf67AT!c(D-mOcgkAb*vcMt4nu`!e)@^FqQfpSLeRM)s}}l;>!>axwG2LY1)8IJ@HQ zGFmi#m27*J0~xI_UergG2k`=}pl9%ZN;rO1^I;z%lP%eOMWI>;o0#&ZPT>D={AzkT zSK7E1E6{yhp<1uVizV+X!9R%CFATGMpHMAK9p1Fu2Jg$z_u*p~+Z7&!_*%T45UL>t ze^2G5Q7`juZwLJruNQ^t_Ij_}H(Un)fc}UutUpno2}6H49`&G^+KzjdL4Cv>^yixo zkFVnOJN%b0{mpqbXdmr^Fvt(vWB4-Z8^hm;KOL2F&d<9p`u|gLK14_u^c($o#|g`) zg#YRR@r@{x$Pek&8LQ~K@RJwNhyGb-y+zwgrSsfgbjqAJX&x+lJ|`Pm~r zo~{oc^|`b!AL^rjCJg)#=ZA&5H!UAuIPo9oKlV?U+jF;x5;O8s_QU^ipgwd9n>ZtP z@kP*=Lt=kP7}gKs_*=*@bNa+xy|9A&f4vH+bhDgOkk3PT zb(gO6>Uyu9y-zLd-a9qyn13bkAN@i1MY{8zxb6afg7kF{v8yNy`Jlk!o9^$l{etYC z$mA3M^o_$`M-FKM{Y8E<+=1vJ4E)3K=_hX)pr&Te)&oL@Sv;eEe~9Jv#)EJ^67@%4 zAlvD=tu5#$(r?gt*R0EL#zH<9=`*mav(EHThW8_k#rz=*^9$MoVK^^=^bzLsg~9Su z4z{gYkbgw_dR#jCEXZ#Yr?1B~m$0PDGSFYtw;uNfsK}n*1NM*p(NNXlyK|f9eLd6% z!mz&XE2f7q%-`btmXOtF^P6FEKt@pZS~&lM^f65PPeQ}n3bT`|)xq9SzD7OljPJEw z4vFG}s z!TWV0Vf}#qx#!k`Q#17rLOg-}^^DQf4EmW2>uVfe&m-B(aI zJ|>)aXxYl~8l0Y9bp_4uDs3VDqjJPB9&E4o_?gb$3NMuR5`PJ^e4eoPjrcAZWrLOJ zeFtIhLZOCJn?1xE;(Rm5^j-kNFdw6TGU?t+J>h`p{T1Y=iNUy+!@{OPeg^Hy#5$ns zUQf||2$Zi$SiaoA+9E#xnC#i26Ovg2_D$atrt=l>SH22o>Rq*AKEU{iFq|*I@tNcu zlzP854fKclLk#Vs{jhS%=L!kK{uzD$H(SABmcLq~g!p|Ip$TH(FX}g8&_9$PVX!Ca z59`BzCB`3AuGT{B_mMv%dGV1D_>KBQ81#eiI8({uo|$a@E9^7AzU6VMCR<+$`>fb= zv4gUm^nA&?VtXPi87rCgFNS#k_P-eTv-MvL?G61G!+N*>zZlN1_iBgtlRsho&A@y< zqX*=H_DtoFuM?lI;^o`hV_0t^KdC;*8}*+s=r8IA>yOR@3j3_uVDoP0dp_Tqs$My{ zW9uF64@@;2wfvun;v3|rsg9wMy@BYxBeVy?5PxC&re1;0L3af#-y<~LzR!$Jf1Q)i*vlbY!hJAPxHAGmwZdS592}qWF9#wVEhszwqGVR&xvt86_y3@CF-k% zL6qu)EIYn_CJf`p?+HVDNRNf(4b!umHDP`epLZ4#{(pPR!*_pjjbZosgcb+SJM2ym zQt**nDAotUz)$pVgdzWg_DWch`Dcr&8&XG-m%#ju^6eKEe@5HvGQ=xLf4?_-8()|$ z!xl` z?GKpy*tYibLhj!NtZhq;Q1OJ*CD{Id25%R?`DDfC|Nnv?kNf6z0^SQnefclCzGqFZ zuaG}Q|3;YQa%$(Db_IUpc&zm7uAPY50rEh4tp0v@HSK#4%ZCZAPjB*RO*{(u z80_Er($Eio@6VEOl=2hvmoUUr@BYQ0AFuw!;2#YB#o)it|FG{hNM8wqJt6;DIsG4* zkYVOO8K(Cvh1O3)eww~4@6asM>%(?{oyT|RUBu^FJ98?mNVCPAXN zm_D1+OTW~$`GUSU{EK0}M*X33ut(${VRrvXX!F`@`>Z~-@c$s_Z*A%%e19ID$>ZZe zL!w6w&Ex+sBOFxduswbA0CjpVQ#h!;?N^q=8JKSj#r+e8^(*p&Vfw#Dp{?n7n~!y= zFu$Vw2y^-fgFYj@gyFq1l&7uN<&9G;LlmR&ytUBw#m;31*PH|SiT95fhWQA`PvzjR zQNQd={gTy!=Qp=e^{&7lv^P7%pf70e4AXwL(B6Bg{LRKN zzP`23x>1xdb|l0nNdMrq6>BE{kE<(>tMU2%?fYU$Dj~90*6c*KQlSXR5=EgTic&;{ zN=1vMWJ!{x5?T;K5`Cz&A(S;F_qJGy!tdOB&ditJ{qOynd1lU>ea_7D+_(Xdf8g^I z^&8gD+;;}{XV^Y5Onph6n~ws0Z&5Ju*v`o-VxNQkp?#PPHLo05u^zr>g7le8cz35s zM)dtps=Uxxe~$1`y|KjdC(Abeko+N&~#j9u3i)`RjjA#C|CmZJOO0%~XV zdxjx?ApMgPN4{9UdJOn$bFsV$!+8|?@5!bLb9LOzL7vFJ$uZNdRKJER2#CJPXA8I3 zMTy?uK=}~n^%mC7^7F}MZpr3N+3fsFVA@A8B>bg2+;2vD2y=Owmf8C3HGiN=-+L37 z)=iM9>CwRb^OTr^d2aE`cs*vyl^a_em%G9DX^?+Ypuk)kEerO9cH0Kb*lpPL(e@7sJ) z0qPBy?=Vd79|{tY${aFg!3sJ z&vK^pz&S?CK!54^OJk?!1vo;z57%Rv9k1zHX3f6uBCwhi;WPYkDaZ%?x0RKhxx$uZ zus=t73A6JYfz{1NegCKm`TA!mc|8pY{08s)VgFfE^WXI8uL$vbzgWKs13lvVBLc#p z-#UM{gMUDOMeT4tg8NI>KauQ;U$qW1^@@KZ*u9d5I zs;eYQ-V@JH81g0D|1iwzmxN*ef%?MQ)5-r4hWZckk1(wFAI#5tsGZ$!5HQU0H}?F? zf9Zw$Dnx%$yLN>99?+-0NIzoWHtOSS#E_pLo?{@m_SVdn=kIe2Pgr%#T&6IP_{}ig zpA^j5yQj#g&v2;cqWux(`7difMfA+M@})zx=Top}q;F20?yK}yo47t%D_@G4oSp>V zUyl&e%WysIZwP}wME}XKA<2_rR-d;%^W(<)#k;xxB@FQv?SnASFIj*3Ub2AoXZ0rQ zO2@fJeuqOmM1B$G`xWcTb+*^_?b&?>0b!6YuGjj-GYi|y?R>v&-Ms0|>Lpv@ycG4< z#^u6ujT%vWLH!~O=T-Q;&C#zRRemc}{aJs)?xb%v$Co$|KRzjq3N>ZKq{$oMv z!aKb(W+|}x!h$AsmDi_AxIHXfQ~u+J*$VdkcfrDS4K+iCmBIH_g2ntL4EfBozcJU> zh36g*scQPo^E<+zU#O1@O9Bc9v|Q)$*Un5jPHNV6_`hWImkdXdeC!sRe{wx-3h@~I zF=6oc$Pc^ayDbJ~74iBW!{x+ZJAbb$0bLt_9(o=z*b~xY*Q^;NKg9?9H?3-6i)j{8JzC|h88qWuB2mgxCFS^s)RVUh=`#<}h-?8`5KYsT^M7N`AwxlL~#_+NVd%B+%Ovmzm%#`Q0Lv3_9o z4lUJwq<>2smQHfeZ2|j4dn63{CBAPXVD0Bg-VD?CZCN|SPt3=c9QRYHoxdCC!TFX{ z>J)S=I{@uy--LNSu;g3Ui`r{N|DTKgcWIwTr{coZfSzGuc@T#EKHAIDA0TYsD`e`_LY_Z3j4J(=S=3KuAdTlRbG@R5_J5FX zpgt4k=LLkpzo7j(SSE(F9XZ0+=WtbdrsWpV|3Tn<4)5lCzy9hZoEIQoZk#rw`9~`B zA0S@Oa*LZy{V%-&e~0o}KD&Fr!1b1ZF}^P^-XI;GI zaJ^Ell3(82!DIy|?b9f_(5FX#Y+=r<$a`-G%?ZMfnkict-uHo$fOUoC0q5+!yb_ z{i#z(=e>%0r@4MI%<7j;`xji)%-sw8M*cb7EV?|rD1gVil^yzS`8|FZ#4DViFt=yI z?EM|Vs&2_H5;3~4Uey0p7Q*l+mir*T!Fuef+acAhXLPtcRz2yyD_eUa=mYu}XSp-m zZ56seJFd^!Y?W$h@-?8Ju)WlgI1R`@$)7nRhVxIPpD>SqE}axcG_H37dXav@upS(b zwQCW-8D{y6%dDUBmFf4mzjrBGH@G3N7UYHbH(}Usq5d=cmf{KPPv7qqu=aX3KaL0M zNB_Xu+5HHYciz@6h2y}Vp}i62`IO7M+nr^P#i-N&)e2TmbB@wc&jtI%`s!+%N!{%b!hpdVYi>K_s0aQ)6Yj)*d_6L^6Hz*gG{A=!~4jn&uh8| zOstsR3h`x#*j@5x_X&gjB0X#GCD=V^ zJ`D7uya>blr6}*U)vq_i_~$BoA^tGT&eL2Uc=?yd-Ua(^71PJ?LmH1T*elu_Yp*Mkk>lB`Uxjo)! zb+xSt>=)&^Zt!W_p7PdUZw6xe2*Z5%JYjhM57*1EDe-4rX_i~d%!QDjA^qi{L&d;f-|{70rG?Jp<*pzDBdoMd-%!J&$4c_TNzK2=N~6#bd@$ zo8p9lU5<>m26&2_*2AakE%zy4Sxpt291Xp_TNa)2C2^e zxfQp;e*VGye#i!&a;xJ(9l+l4`3=`b=V@-S1%6?@hA{98^=ZT1kcBe$i+Mh{v2=o8 z^$Sm4f7tly$)PcKI)Hz{=Lv(o;CVg6=pZO$}j2Js&}5(lQ$b_9Xm24lh?Zl!+h9(v!%3R z`KxSRU)dZQvCP?2RNqH_ZN7i+oa>p5AV2Z@%L2k+-?$#aV2>D2S^paHPpqBgW1HXl zpKDfXfO-ke@2yn*yW!~wh!5yL7-snyVfOx;zmjJ?d*CC%}CW!V~&+%d=bn z&lBEa)N}C?b!ArH^w~Z%zvPHEr_bl}U4vS4Yq^fn$zuE4(#<_@aK8YaUvIJ9@W=G(q6ZZwzcM5?DLT4R62 z3NK`A|HdkbGBf_hYHKAu|HkTGl6d}0<3T;d>+g1;*W(|24m1LO0ycjpJpHb$+LMufg!A7|@JaKa&NJXA z`Y*pmbK{A3->R|rxOL;WuN$hv;eBP4|29XLg7uNB;J!KGGd2C!L~h{ujlb5$)#g(D zVSF6VzhtP^!3Z-rA2JiKk1+Rl{y#%{RNwCp82#~fIsJ=fHhM}MiQeslolof>ybu3x zg6rLGWn(l`LCEus?M?+%dj;1)KhghfPk*LdIPk87r6l?z!qNvNF+LE6e8OH#59^;y z`xS=i|2+ikdHTO8hWUL2)~>v+5gTwdtm=#~Td0Q!T#EoF-o#~(H0j_r+@zjfkFImlVdt3BrKCD4$*LZuo}SI)T5LCZ3Nl%y0TP2K~l* z54FSh6YxGe!}NcE0>ZM+#1F#k{|;C?ukY{98NT$&zBj;KT;J{|i#H{-iQfN5eJ2d} z-!Xm@hIoMV?`|~IS{52E!_KpVWtXo$YZMImC+Z7fe%~Ni*J9|kNBA^4EY(3A9~VuaZa~HzCR1SRQ8|xn--8i@;fv~W$;Ar zzOcVSeciLFVQ2mu(f7`RY4E#WP_SpuuORP=g`O>~* zm;K)YJ>Yxt)Q%YH^Mun^)!%Av=J9*q`$x?x=8b?+{)G8{l3{iqn=t4T`j>ql{O8E_ za|e3pdBXI4egU;}e-SCYGIIQ(6YTvOL8N|gWyd|^V1Cq}$RQ^`H$LtI^&q4-(&_hX zk9|@gFKXY{Ha`BKEbJ#xK9M<}bd;jcg1`H0FY0chZk2 zSH%Ne^cTbX0I2_jA->`B(S0K(?b4eB_fagw{APGD)fb}&E8mU3WC8k&>y2KapmX8N zIDQ@(?Ud=g*e4h214wW5?WvY^u}P3WBfp}ndg-iDRf6*;)Yll7OP6j4ZUcWXA0Z6( zjr222-)9uWL=-P=P1z0pVt|-FhEGwwjxg*OP`?R7{Tlhn+S&dyCK>+R$bAy8@5P+9 zg8xshg!NPZHyeAasn)Uo2NA>&X7`)+$6xfa8+irlA6PHifA;eH#S=Dy|G?+>pL?DC zb?R#HkI0V$!y8Ou*yM6pep;XbejtWOe#c#h*8sP~I` zESslTL;O3a)BpFu4f3$RLVgm4`{~HjEBu$9d01S&eso3-z&&i zX|AMA{`rubt`KiO8-iq~K!t!kW@dYoR#?GiA0Hn(Ybr@;LT zr0kSo(F?x6vfqpL z2e|(t4E}=pKkSwDYo7~@kNSBOF|T(VeP}#%=)O?!?=;@0yHSTGi}-{5JC^pObMnwr zss=RPv8pb)-ie+(KV~?Uo@Y3U=s&L7;q}AriLie{{X5>ftnb_`R)^5S;DT((--@WL$ zhy8!1Ao1Oz;7HcvE@WqO2aR(7aZ^8=6T759b+V=sXeLBXdm;w0&WjU)>msA zj&Fwk_guwhL?^9i^1D_>KhVNtGdQP>j`Z_E6E+_}~Po6n0!0^UF$j>o8 z5r+CbwXbb2?BM>4{a>3P`PY-{DNB^Ozd5~NPOsLwW{4j+{%QN3hK*Z0Kt77+4}`(L zqr3=1{r}(oPl(>r``>J|z8M1gi0474lP;A>Z>o}E^&r9!-*J7XA9nt9R$g@f3h6!F zwCVY*-c3Ls#$&>qUuRtU>vk@g1@@2iP{P13r0-0lgw@@dDUc6fy^%23GwKJ!nKb@c zy$(aib^ih18^raTy}Utoevuc{C;N;2J7MsrI6h&ZAL(QL?TP-gf|V|@^4Xgu&jCUxbxiNWW6L zW_lU!=)>#9DOXOYoQj$O^-9#gl!m>U9RnTYSiX}Q{=0dG<9)bKkLycw`_fBidLqaR z`==cnJ#N#RrFxSCE#RLqJ`jfcW;EWL&eyg(99CoRADvfG z?7M&Y6do_mKhUb5aLpa!F|O}?&6iEXJ z-Xx#&Sqt=QdJlm79qCD57&oK%Q!VKCXt6vQt|R>*4C_Vt5QhCB(vx1{{Y9tCH}Hpu zFUYGeeWi2@&YQ45!)s{07Y1hRs+~Iu@+WFHxUT>6(>h*nx-h4HQSF2n&W{UuFN)58 zt^|EUeqNM_*UR)eAm2wqUraB<`V@Z%bN|3FI}g3s)bZtuSqosj$p4Jl4sNrHKXU!b zNLHO3v7sZ-gX_sSz1ZTo(>jRvNN+~r3OVIHas0d@mv;IhV*5bADX0YvH;>C&YxAF<~3y2 zFgY)YmE!d??26y75im^O=M-dppHz`CN}sPcTkrmuL2vfKdNCi!USB)1>xkZ<->46l z$35A#J2wsbm!atY|^&zw*UD^V+mbnUlnytLsV~-4R0_$@!L?9#$C#^yB)kIgQ)aBk(8qGdyo3 z4E_w`DPfo&{T=Ji;@P#(IWs#Cz5wwQ`AZniLor`un7w~?EqPyE|ADD6Im-9iBeU=K zyOu)z2mSH&Ze9EJuzw+!MfB&&4-cPXR0H*3td|q!=R3KHbxUii_o)epzMBIkyx3~m z4)GrK>890^Kt=f?UjMk&{yOme&f(l2-d4Y?_QJ@3*K2Q&?$N8^O)-p*&)>FB_G=68 z%lD6jdHp@_Kzq`atiw>hM1RdN%O4nK_2s;{;r97$vw^=je%_4(WB2=J!2SjKk@sTW z-uJK5fF5kWqwqOo(N+n#pNI8V!l2K%pC=6WfvA7~zGbCH4#9d+zIW!$&nZ9V&hx=L z9_KDU(X0gdqrDR5>m$tXi!dBd^0;#^d&<7(DZpQp*PT|Ib-7Vf0S^+}Ct>bC7-sjg z^UX}`BuqWveFWqeVWn$CfBvc^uT=vL;rkxAp8P#U$Bos8!+J6Q%1@2_5!2$q-^a+W z5Qe&(FoFAO)W6m>z)u*ZxP{4&~gU(B7X|D1~1m@)x!7N_s0KR-{*^xDvO8r z5{hOOG){!~vx>z0WB7oC-`^PgKg#P~y0UVX-W$1RME||3@h%dPo*+-0|9g|2Oy>1HaI}QGdvv(7p+SeWQM{@!9+TtUs&I z-mjJ(GxynY?vL(&I9zpR;Zq(@3f0_YqxcvOtpJ7vZ{`)X6Yw6;o zGoVk?#Oo!@_2FT-&7y(MRS-|7Vmo0g`W^zc1AXX^3B&i*aewtN-8aF`a3!=Oy$@d+ zC0RTe3G|>pCJg$4{=Z1V>)c#}DZp>sUoxEeFXsN9+QHx8_(dJp?JJA;1M4B&Bira@ zffmRc^`VF`yKi08E6Dh@#0z*oiTbxEMch~aBi)7Uv3Oi^%=8yOVLYU_c-r(`ULCuD z{IGwq&4fNa4&Qh^k}&X#`g_g$WYwV%{l(`?E)|^i?;`r%8{r(^4eK07!F>4s zT?t}d?_!w6=aM^x>t}Zz0Pz<2{V1nop^Rov$OqA%l)5auu2XEp`BD03&)aUl{`Y=B z*};>`{eqQ&|5%SMOH3Sb`?%=)wWu#;r#$b(XLp49GTH~jmShivVLycXPuBh)d;aY; zGn3Y3us+h|@Z0mfW5B*Vjr$9Zw$9okrNnQ-I{HWZcUHgON zeXv*R|MbQ{rMo5YeQ&gn3Ri=yd!Y-#A7VYC;?#?=ACgzW`9Jc%A~_&dYe)h2{}n}2 z!{o+y1$p6m2}6Ah`&a7J-!O_8uQ-C*E6rjCnw=TI$iRWd7cSRR@e1B3pDN z|0mBLImYKMh5MLjKTlVu4p=kcyV@C||7q+9Bk4uQV7)`d_WShg%TDf_yn)}i-m1>~ zQ*PJ^+z3?eMI@=2=VyO23-sL zxj`E8)lq+A(07#AGmBFPRCPq(gMWqXh~Yj}-@h^355n=OKfm8k7*>z+d3L|AM9;ud z;4iNK`M{x*9zQXF|2shbJojF>0%Fz6%N2Vt3T*1zc1p4GBnc*qWKVmKKz4Wyniu$-%>!&^L&XgAOB^yyVnxRMfWvvy)Wa& zsl0l-0oI55@-itZEUuF^_r*SkM;`x^Hc^cm$(nEU6~v0ZY` zcGUp?g6n&uXYxJau><&5l;0b}Z))G4IP&`rZxVjCjA^cc{z%W8>+%I#zX$RC>ziAR z7p%SG+4ounZwgg5e`~ac^FHMFTdPCLqqdF*e}nWAhIoYI5$5rRFt3j?Y(@0FU6?fL zYu6mO-$~E!jk7!z?hE#bV-uAzcKI&<;&XH`(W>-dL_*YcHsW~efQ}b z(%ghl-^F?uVerrR{QDWcx7;UJOR@dPdtbk=$BYYrAEZ9idHI3jw zAaCTy#}n@jbv(7<{0#MrVN2r2$Er=PD=PN_KaoEl-aLX z4DklXt6MfLbMZ@Mg-fJQbv|iUYUw99zv|lOj=e4U1n%b}e?Pg83cOKR3Fq55-zSeg zKNAH`z%Odw^=@T!cOPz#pAd6?*UL&COFelA;uHDECZU*azxgb3?TtYVmO3H}Z=x{9gvf^Dn~^8yZIzLcGEF_$8s?g!D8m z{ynm9-GaK@-l)Or-QPzqO4=B)8~i8I`#om4;6}kQ*pH&W{(f-&jrFR#RN499_p;4< z4#Z_cJrc(!4EZGTmoS`%Aidw);#$jFS8)H-5}>wW-mo{2-(q{K#QM)?;yw8J0AbJ< zo?+<$24x=Kg^@<#oX+~>yd={^FOQ`A9g()3;Klo{ITN3 z@l|j?!Heemach-%w&hdMPh1~io5>zs)`3-q82s zKt4EsTR_yTSF5(bc_-np?s>h-^dUdM^|f8f-4kxz9r8`o2ZlXqeQmElO0sBzpf2{qyhIJHz^o&gJ>|pI#@X#Jk)9f89qM zj|szl4YY5^T3(qq`8+GXuv%4C5oesU7?|%9}8J4*=K0uqW}K z@c-!j5Ue}U>iB>CW;vZ;=k-FVo2A>9#m55{ z#{;3XS>uQ6H(VfJ5c^+-Azt8o)DHY7Y?EZ~zNI7d?<$=Jqhq z7o?Bjqx8Iti&k#kg5@l}3uQJx7o3ePWBx`c^QbAJp-OaL1)rB2etE{jJYA^oAwT4T zbPBt*Z36lc%NyVPwdrsf+kXfNgM3k*gxUT@DF3F5S@@pS@cuWhN4`F*f0@~8Nolkv zp@M<+hra9k!1LmIr%+**k#6jyjW9m0PvNjyxaMOo$d@g}>n9BU6y?X-Y5yf;?e?T^ z3dN6WpY6XTZA5+@dhl4(f^ADlo6ukodLvJ9SitS&h z=%{{;Pbp%BZ&Q*Y_&d};!mNHHB+TWjbmi6Pkm4A)--P^Q zSU~(zx^7v&^t(LVH^TXp?l}4gE`)ua8~w)A zz<6ly$}65(eClS;-d`0e`}X@B(R&!I2j^FQ+WVEqVujB{k6M@EHva45A^$-Bs_Cd~ z-=qq_*=JHk>)pJ9qdq;sDT#s7t1g{f=MfFcykJ``62ctvX!5<-3pOSvMWxksF z7>4J*^7U&fg?g)=c)jX~Sv(f1J643%&soj#AEEk(gu2(l!JzM`Ume1hc1b-s6Y5EX z^N#NAGUPPadzpB=j`LKq-dq&Dk9hPS?27kUgwziDCBE;$Fx10Qp486nQ?Pbrsy{Q# zzBeW8=<;KZMamAy?~z}GIX^lEDcgRGjRAU)za95>YB|^MIgckDuiiiWrXm{lOX7Gb zWSH*HGtBOTGR*xs^@sb;D34CR(-hZMD}#Jc9|^<#XOu^0!{Vsvle{6m<9Z20JfQY* zV?w*!_{Qq5!p?|6zy4{5`#OX#cG+cjbUoMq&iUFQ1Cy`A^ECeReK!u;CByk+zE~ce z5yN@o!oM-t3y!DJ^+*1St7pKzP`(;HGFvobmF4OEVxfj-XP^1Kj;U#vZv_{A{OFT$YD=+8AuzjZi0`8T^CD(upGN$L(6 z(RmTJck!J1_JZmqsCS9a+k_0$eools^S-NlH+=$o3=yxNFwiSLpJwe4-_ieQCf=D8 zpO(+SV?Jde*?^&e7_ZP(bb&lzK zIUGmPdbN*!Np-mVhUL#f?M4+v^(IA-5At8<@~m?i#g_lWg)!k92ZnI_?KW)i@%ak3 zc)RX_!A1r>`oVq@>C-)S>q}O#FW57Vr+Zi6=-hq@{1>$oX7;69T;ouZmM2H&dqTpj zUL@?kDp{@|)duW$uvmWxga1MKvUd7EVPW^+GJ{H+w~#O4eBFR4>Kx^g8SOES>BE`5LurJ|5$2VW~j(DTR7t_Xo`QoXz8--cq}owzhTL zU+OvOO_4v|Q=yGLUo_z8uToivpEO?O5T}l>av}dE{Nc!+XS-@a9+*$-AqIY7JRuD4 z`=h=Q=JWN^+~Hl>{sr1m{)C}ki~Q*I^!tI5f5wIPkd(kf1&=j3A&j}c60yHM|xjyuTPX*}qCAFx`p;*;DJ;1}|5pt@^SmEjuj5BU7R2|AM!GvolHe;c?qf5-YmEr8Kq4cxjc zV?fv!c>#NVr^HwbzrH+P4LnoxVv(vToQH|e1BDFJ`@jrCf23z%L)VtY9;YClVZOjH zi&ukWKi#yvaGTrrprLd0m*(*EEa9MY$6a$)If1{!@dn-N9T-$)0~qyX(64c!JKmfG zd#859P`}6ZQ#;t-KmFPFjD!Y3-{&42IYIJ(l7(2FgrUFp-x%sY4u4~?$N7I_i0}Vk zpbzskHhwtmw+KVNi1tDl_P;0}*58WgH8}g^`|nw5Fh8!x;I{pn>bwN*?+Jsy#`PK8 zwKV^!I~4LK#D?99K0lOg1bxDM+R$fKITYwce_}}3p6DSA|8I}{ zB@FhA`eL~6`%o{JW$gP)Lc_#+r4L_KLp-Mb*RGVW7;MbyBSOQQ$B(@XzXtwunwWnK zuc7>dF!*Dl7yI*g$@(+@WcbwWeL!6e^cSCh3k_Q@&aO|s3i}__H^Q(VM*b0I?=SHF z^u17_k!$tS1*6A<|K291k1)@ljNZO7Oq%$T)k}qg$7@7h|5yk7!~NLcl^$_R4>_^= zp>VLL$=7d!DLg+KeDKD!U&G2Fe?|HTgFi$0Gfdyx5EAD3J;N+M5(axic@L4j|9;M? z0(PD%BrJ88wfD;n-chv`>B2|9+ zGq+cU>3uxm(4(?hy_yoBeu(xmv^ehN#BXmPf5Z8P?N{p9=D!87>@CC!pKHr@K`5nfe;dX9oW_L{ndq@2z4C5jHM_fK-_Isie z#0$cODz|5981VYnh`O(WjNj_)d!#~R@67gf+Rlpf{|G|kcXE%<+4!nEN+*cd!?2gs zKN$SK&)@A(U)cCJ27l1!Z_NImhL2D6RfZv-!1dF7N(r>Sky1n5HU@Wv`XaWERQX;N zkuCavV$_$BYV!5hYsW!73*-IBNikpMl)Zv@HAg%@VTez?|HhEtV7-U+Zy@;+hVO5n zya~hoVbm9fzc6}mK6am2I7M9H~jegC(k0>1LBh}gY-2>nkwvW^LKKfVJsbCMNKjV71cqpH$ z=K0aMAu^NXI*QIGaKAEccdOg;-!|;NfN;Fs2WR2jvEZ*TzK_3c+}L5&9n}v+-}nl1 z_Ze6Iz~p|{b1zp1pTNL55s=J`2s#~BJ;9a`T>Cy{ok+9M80aYVc)?J zPf$K4^GYU|_UypULxm;*vQ-;yDRX_9B)8z^#g{8!{W#ww6XzpRO7lSBZL7#DbW;5b@Z+JWg z@&z2brS5hK&`xLzwf{wqoEfVcp0c(`O$Cc_F`MBIfxv zVXn_Jr@r-f=_$Hjf%e2O-JcK=27N|)2($A#;mijE=a(J7p|qCK*EZn8*Ab%sKlc#J zYbIjwe};c!IPVajFA1p~>{EQ+!!X2enh&1`{v*Fwe^!5In7+>;wD4AZbn-_&(2MqC zv1OF%hQtxTPvoCPT7=DEH95Xs!XQu7Z^C@N7B4=R)c%(O`8e(e81^E1ECYqtl20Gz z=LuF*Tcb-B6+t}{?cK^^SmClkVX6kSzqQKt*l#-&pGMS zeCOLrKs-hNOBnP6_nU-4e{j9l9UQKYKeQP18^^OAzISlf8>0L9)PA65UFYYMA%8;p ztqIflsL;mibzbl>A@CdhkxlK6)Zle5px)I-tPgX$PSL($Vh-~o{c~-*6!pvR#p}bi zgDSe~tUCts!SQX!6in)MF`MsSZ6|K-?(X{rFw$ph``hW9lsm7_+g{mXIIPbpSTD{$ zKV;ILqWM?BKcPQbaPH{YAl(Ml!KD8SuFu_ny8^C(a_$P#VgI3VIK?mE3V%`<9nlG z#4$KeCu}n?qT*^B_z%n%90(tz`5ksV8TPHmQmFr<{y1bJXeBQBOrltH(3E01({WyLazhLvI6o^NtPmcAQE)+)g z19?#YmJX`>N7eHAordHL4TxwWy8CbXHz0TACdnnzo$2btPp)~ z5Bsm0yh~{9l&6qF^AVPz`+-8|x#~AEjW0kxjQIm$$j6ah)-FZzXZQix4`Hwu^d}5k zkv_5h^#8#^=WThTL$~aJ{XFWg^SS1tz)&5)AoXXqdvOq$S%#@Si$dG zxCF2ER2onT{1Cs7A|wp_A1C$)gu%Ze{e;1OF+Q<&`hQ&ZJlvN>{;~1ceF>Me>JW=# zqVKJsJ+0Oat9`Je6#Q2|@qC2YeS0Cpi)cNo`|8i$y7V3F57GWse=E9N_R9+L%>np4 zV)*|%^e@y7@fPiw^{*p&6Ndc}>gO7{%^SLBECG6uKEe=Rk)LZcR~=qga1ZFm^{p|u z=``_&Ge19AO0P>XPOV zm5>hc5aXq5qODY0ViV{e`Ulq(^-B5d#gK0si23LGHt1rb+!5|C+!Rc=ww!Q>{|7+( zbt?`JInyK!`6uFar(fs0XfA^L`e;uKXV84>9;E~uS%|(5hVowbql1#wusyK9M1SeN zX!~1-PqvWnq5Zfgx;L-z$%c52>v1pYGO4MD==<9^-+GxdZzLC{^89SQ`t;1f1@pk) z;r#2ndL~wW<^K;ZTz|HAmw?;OkPl%!aD9DD^~-@DLB2RXVHgkf(?k8Cn#rU=VDD&u zgu$QV_#SI^Uhf^X0@j1|3c^4y+5=&}e#Uk1&t#8-oJ2=ZAZN{vbV`N?U7Pm1gq&v*-Ni77z19APf4Dk}_^?bJe@e}t39v?j$#@}r+uz>e%sl93F_jOiddA#>h4}O2<*jBYWM6Z{J zL35{l947yMof6Oil&+ zM|~vB_jlg4ySJViIEe3myj$lkI2mRO=W$4ncbk5({PdT+-RJn4N^@TiDOS($xhVT~ z+hSAjUnoC@>3s*G&#QtzmG@>tK8EyenSEQL>$$V=eI4Y-mTi&OCnQaT^&-7na)V;q za(!XFs9#&|WXAV(X_b3G`oE>gL38638TB;Dg<}6h82r(UfAA@~uS4x%uNW^0Lwy0) z$J)=6JQ=3{6A?1Jj?stn^L&fi`F$Q=%^fug_A_BVl!tE*C!4iR4p0wAf95;eqH#>< zX^7XUR9W#pl*c}D`f%-uh z@*l!w+Z^u3C&Txr3I8!TqZppA`nPQ~y(O~? z_6s=v_GNx!>T>G9KM_9Req!w-2RNU>@pq^=hdKF*&UJV*ee>?ytFB zD9RrV#QIGb@&ojbtlgD8kNsi4kMd;wS-!O6yt92`z6Xp)^JQO>t#e#5)rsE!!u>j7IPXG! z?<(o$*09(QItTtA;}2mtPr-bHVHPh4 z^LVm5)ZuXcxsQ;aiNA*`BnnB7j2PsH{0&b2n6i4iolG^!GdT5A4`U_KfTG3Yb;>oCcO*MoOv@cIv7STE`)VUQ25 zhhcVKfMIqX9wxiotFDsea9@6q zm_LN2D%tbcE>+6<=e<;X-dXg%3azKOX1mKa(f0xnN8~nX$P^!j`H?^SoOTCnec21{ z`(pdPCvqAV`_dr4BrMFVa{S&M{5#UK@5>}7=|M>_KH^A)-;?}O+t~X%!pP2l^i;BT zK>H;zy@Y}P&VOUb_c30ucKUy9_B=mtj~p;q=~KHk=V#>n1JgEqk!9~+3nQbipIB?s zhrK^7j6CAynl?)G{}d>X$gCdMZ!dhI$o3zRpO05)eXdb{Py3_DFHy&g>euu41)?;k zOL>eutn!-f>kx+ci~fr+mv@xc;&a;FhXJ+}ua7YJc%up#L;>t9d&Cd}*Y zQI|WmIC?|@KXE+_hY|my*BQx-ZkC7lwb9-P!+a<|)=uvS2^nVZ=S1(m`qJf!8Soe7 z8NK)Q%&?;xu%AQ!7X7(s{HPvLpg*YZF;-)1c9@9n%i?@7?gnxj_V(xb%Kk0!(*o05 z`F(-?2b4Okjl2c^9P3?#xql!G_hpe@!aQCQ=Jv-h)4%<{`d-ewc1DiH;{yq9(&|nh z6bF-jGps}FJ2>vd%ecsyVDGrzgX2ej@Hd$Q>%sU%nEUsGR~M)24Qv4YK>i}W>W>)YjrM#09542;!n7?@i@|@OeaB5Y*7Mctp59;FoN59_0Io58qQimUCo>485N!Bn%aM<7NU=RKN#^AqE ze~vwnjQOxlfy;w1oYx_L60WuH`R`{m*dy9|!mW$RkFVQ-JtO}UZnYM5D|pWRYr<`> z|909d@p@XqtBg;1TRs5&)W0QU#xliH_B{#ViB;Py=A50W)JFV0@kKN5(!1lZe?)mE zy5@hfkJN+nb>t^uo=+#9@fZA__ny~35_6?9TC+{TK2V<%8zf!U% z#4mh4*?!RUY1R!eAI?vh*WZ&@%JyE@vRfgJ=uJL7V&BzSRxm&2!>2W4vL2m(2KA6Z zVtJol+x)PL2!FgFaGwd+wLB=bJ&ksE?-+bNQXo zKm6ABmFW8dNdKAf>N(~sPJ(|xe|2WfsNveWrr;lN{4;)n{J11Hcs~vKaVGUjbLG>m zFdy2(nY&}-rs+ikeW+h&UV3S346^uNJ7O;Hvy&U-ms*vA{^Iy&*Qb=9E1k@~-yvj} z#ly45y!R@;O@aC)(tGxF(+P z@Z3NP#fb`ILEn*I=UznipJe60<8z8uYxle7pUJWNfecsB{3#p4*Lv*N1^RJ3!u-4? z<;m#*jy*iVzhV89VNc>;>bNw?A9}GoA4)xN^6;(4HBg^K{YkymW64EJb=BU)-_(yc zQltCkfxkk2rS;6dw{(;bua~7w?mf!Rtv~mVX-@MZ}D>;xaQ2+Cr4UG*}aeYs#E59I+{|@{`d7od|f0LfpZ%%)@WaOJk zGVR=dU)boR_cG!R)c?>v89qqkU#RY9Q03?Y^*x;L!tZek$pxbN3*w9Z>ok-HioS=A z_HfB?2eNO%5WkUr!tlP^KN!yEk>8mulD`i58bg2d zhgnN3ma24{Al-%fX9cB}<(^8DPa^-G^)}r7=fM{|KOhYGBaWZd;;_B^eIlHPqI|MX z9$h%aW8;_bBJ1>m2M-piksWyyHN@%3C;vN`lg zau4tySU;?V7l@C_!w^WkA-=n?|2KsUQtD~Hgr>1v- zdIHvG8E*I&gFi=mrgrd`sK2Z~+uvQak$e_?$RGR%&UbZ{M6An$7vS%4eOH}hZth`ymBsvdR89X#rJy* zv-~qBD|O`9OIN{OsekRNp(EOZz#fnvIf%i2u>D$YdTrgNRNxQlJ7LIAP`(VOlKdHN zr}bPvIO0Hs;#a62;QFpNHxAS{o6P-1uI{;lrE-rTe?oi9HP+j_NBSz%i*bFqBjbZl zm<|Jfg7oEHeD_?#<~Tn;Ak6v6FuN~#b3p&ADbCK^|K7A#J-Wp^9?ny7yqnu^X=*K> zqi~Vrdo$7`CZ$FS@*A|joB!R>*3|9~@<#dHGTJr!#uH~HwjUr2{s`&4HOb^mt3e9L zk8qr7QtK}&(ZF#wlR6o1@=2oA^%o$vt@@!_dSJ#e&^&tIu2UIKO zy>^284ETIrY^Rs`F+t!Dken9BLaqOR;cQUYE zV+)Ko6WbAk{tW*cgTA0XQh&%_&|cZ|j{lCw_iy=k_l2x_paJ|s|3{d=e~|x3H~3AQ z5|2N3S4p-U?cxdlZ-MmPjoNkcaJ$GK5#Imc(#8rq9$yRAH99P*>L6u9{4TiV6})8T zZ^%E;z6y$7WO(OYfqWJH=RKF^n-@X`Lj4rwb#H@JOM2)rwO2I$y{*ShW}L8t`Yx`Q zFzi=x{(D)LAI`k-@8+qv-U{_lzeIbxKcj>B5j_jwC$`@Y8k981Jq7w_ ziTTU0jl`P2F^rG(4QdDeVE#=Q@>!&ZJ$61O(0Psgh55sJKQZ(_E zVvbq}x9=jGk5x{amqI+n@rpOR_^@iN=spOpuh=ilE!eOO@>?9Qcz5KfptDQBzOlVT z|HuLtrQ2|y$4o45hP@>8{>I>6Q9jfT=iR99gkgT<4}0E~=qVW_HNRE38T=*6o8d6h zhmyg=)jPa21$#yMA0=%mk4|fX{1pBDqYBIVHCtawg^~P9)j91)g!VrJ)yo5092aw;aKfAw182EwqSgO7~UoZPR&!0O~#e3+F_E#=Z+u_l4bsmq(<$T{v zi(Lr$5ZXt%ug%j3*B^rZ;C$r;j{mha#R5N2z7;x+BW2UFf!<&-{|Q4qCg5)j`R&-h zG2FMqe2)5q|Hb_i8;|YZE9QFdYCS7@9~SvlaWwqOq>&GJys9|X7S~nN1n9@}u*#bY z7G%h_fj>fiRThTlrWP1Me_U_nx8jA%KgEE5LVhvK^0UWlhRZ~r^agoh`(sy&UmuUp z;{M@rTZ%%Gc@E@5sP7E3_Z^-LZK>|$zLD=Io@^Pr`f=Gz``2qNg{`2X` zmSV&1PvL$F@~_HP$=I{QAg-TPo4aXbwvB@Q0nT5wGq#iP=S65oeW<#*>%aT?sXX32 z>#XhYZj^%JQR@F}$pxbsL3e?l*#B8*z#JWG(f{G1e4l?bdum&y1@}P^S6jvIvoJJ< zc#QI>p1bXR&Z0NmKB_$=rG0%npRpTb9uj2QSF@9SrO{dNIzlt`VH#G z+g^gBSs#nQ-m$$_>sz3iOsPEE9}t#_rS;ZMk1>jJ4N%XN3=*%0FsujtGhz7u6^t*0 zmEEbH$ojMQl?g*UqWN)r_PsCI6S@soadpuK6pvZ zIQIuk%zFK#r@Yu>G*<@gkq>qB0V1mo*Guw z>l*x@0@@41OdmcPzu7Uo(>Q(}Kp6BD?epWb-yzrcc|g8L<2lcq@%We$+_yt{eRSKa z;Sz2tJCNb_OGOb?yeDKp4!{Wd>Gr@kb zK0uiJFT%i2T<@p57u9b>Y*Ly@^nUtSXCd4-l6_BESf8`(V-);1G&^spe=}A`F8mJU zU#Oq;Uw1D}INt-}C(4g7_;2J7VXnXRZQ)%`-pq&n7ta4#`jES$c?k|Jz57Mt2)+!79L;e!x^-se5ebUcC+q0Xkq(f4t2exXN3^D4DG;3wu& zggL)iyFKL-gh8K?9>S0x(0B*tRUC-!3E$Ts{BZid9&x5%56Dj;VqOm+4D$M?9rlMb zKK2KFBm8}2eC~-%xh(46aNxee{F1JG{S8mNUL6q31^_<9?CHWwV4 z`w09o&es?^R<}M}^u0CIkH*7F5AsjhL;guXIz*8Cbgcoy&j z`xEBh$7l+-j+sBgAM63;#W1@c(vq7)u$ii^Eh6!>eI84Uq``x zE%YbNJzsn}@n9m4-_2HgwtcDa1O32!gD|WY_y4S&*>`jJiLt?xr}22uoVo49on+DX z+;INpoVdOD2}2;?Bz(KI(oJ#_#AllST~pwa*Uxx7ZvGt?Xpr3t_>caDFvNevU)EmS zx%`Ug|FO^>zWDAa-gYvE>*p8WgTs-siISRsp?e@8482zh&F#g8d+U-#WA!_P6g3 z|38iP_N}C}-e__auSa}W2&{}Pv4(sI+X;jJMSW!L?7aW`;2W-TI$4naMT_l|VH=4B z|KP*;JzgQTga5$%fH1#*&7NoVHo{;J$dB(EJ1zVbl_uYt^yPc-fQef)0(kstiR+>e zJZvG*i|cPWR@Uh3aD;syUf5FlGx>7faNrM)*YaL%LUcwB^vC*W>%g*Z{uMR6p4J+= zbbe~B==*PD#Oomp@d_M+N>b)_o;QMRB zoL<5_e`NhL>G_|x0++=9uHyGKeirl;sIL&+uS9)qpV)ErhB>1D??iiQFY4iaHOW-Y ziQ0cHAAW4zMuEyFYX7yo*iGf745#<^@j?CG4~G4&dpZ571 zL;V5s3wj>%1yxlZWhx{@?qsgn2yt{i$(5S&TcZ z2j%}~O5wM@zi)E;`tz~7;jJDg`FZr8Pu3R_{tE?vEY@%M+h_lDKi?ph4>Jt@N-Vzy zi2+?+E}grI=}&{itHq{jCDCyIiQ0e0DrB{eWc8K?Nww>Cx2G%w{nZ!ohhg~Mq*#9% zBsGq0x*~U#?Y9~v7Z(2R>TU%2h1gyhX7Qh6`o39%WPI)W^1-Xw|3frLCXX82=fBTv zf6p-U{|rNZgY!#;{Ydfc{2l6NI3HoqKQaFrSo;d%55rW?YLMCsU$^eF3D!sB5q`jM z^wIO`?tR$%q772V6<1!F`wQX)_Lm+p%HrYttL#2;gS2B&Oit%jkPi(O^NV3RA7Sn6 ze4;@*`(ynj;V_7wbFe?*qgelC?cm?V`pB^c`X7ej|E9$G7QjPzDFjUuVK6F@SYPM?YscrCq;e| zX8x){HelZ3Fu$de(!^ic zv%fAI=neTE&L8DdG7Rz(`zMa+dms(+J=`xWdVY@C zPlLSeiQx$^O}M_x+f^rKyQV@t8P_B4==W;QuDxI{IKO=IP0jjygW3Dr4TKeSh<-)Y z1b>G)&zL`NP(0W3NB-n5?Eh^Vl&m6B6U(p5^rHSsizKU(J+;{Pe;SmQUzt6<(G~oc zIDctSmfxN{_gOR8|Nl{S<#9DWUA%qYP$;5RBBbou6-l(HNTG$KvX)R}OSTY2l$2zt zM5sh|vPMzKPGwKsCnO=>bMHAb@6Y}3` zbZ4w+)dl%S{t;&T10uCppLG+?Plx>&ls|RLm$9$+X>ffd4Dk!jpSqn?tKaVekVnb> zph$g%V^V`(2hevaCmf9SU!?x})1(ufGr+&2zB5esA4Qtd8~yfKe}MQ0`KzhBDap}y z66gooN3AxI&vN(h^RObq?7euAR*!27f9|pb{!)D#Z}ncC&awSzkyhHq3kKO{u-}LD zwUG|%dGUS*#NWtI!eH+RpO(Fo?9-FQpQ5%~u7=D^o&)re2Z{5Wg3M_1oS! zf288t8kIc4+73y!!#nkca;&c%IA+R;{Bp2wsPEd5h8-ME@%;*scEMkB%Xxi(zY>4N zFvM$AAIm}CCH_{V{qp_swMx^K`_p)|t9R}m6JQ7N0?L<;PvxCGP0vApkl%zMzQgZz zmR?a5Sv>)JCs|*LbdtMvTG?hDoM%G)CJg$B{M7k9XpP;;D7L>YVwm>R8Rqgr<$V0@ zHFGZQ$}I%{fbF$k+3VASerMSJpQuB?j@{NiCzNSDD(Vow^w+`}`Vep6e09i|&RwLq zM5>nPWti^ohzLV`hx8K$|Bv(2;a=@+pQ|BozKY6!uV_))69@dl@{V^MvW6B<1pcGF zCJf_6{&)N`dUmNws@g}QU)SH#|9YS%TaSozH%@juXLu3T+c@8PvRgZuM{NatLw(Yd zf0KT>$ph>o>YrZjvp+wU{8sX$`Oy|F8x3ro(&F%0()4J7u3 z%E3P%KRat(o3*IoEv#pdU!7OUFOg~$--nUp%S42sK8~L-*bf|k=k>t}ZHDMTeWbth zTa7?G?Q5yKbgd;Ozow*vgNSSa%e^asE1B5(X?gMEk!lm9MC zeVnViZ|3^dCFoAI$|5t6Po%fYZg1BKe&eBkNj^)|rD0xxm)>JoU!pxA4ElilW0>|o zL|rYOM2AN?iH%dtRf@YiQ0{2~nZ4-)>t$E9ZfgDvp>n~2pn!S^5;hWpp( z-&p&HaKDa~gZ!gEX61CgnU{Z|@pfIf_}hgWT|nMYz6kU9qHA))?cXg=K;Ln^U0*!+ zc=PQB$OH1%!1{%`h4V+apMmphurRCrw1_fj59h;RxAj>^Z+}HPpDQ8^^r3wr4DyZk zn=pJ&?c?{*|38@f8-pY*VZ<|O*zd=3L$jpk&*nUZ^`K-uBQm^_o)~s#FSi$lWz%}z zT0B*AgmjFA--Ka2^ZtwB{g&zf#Tu`PKUANcR}c|~`NZ+E_E>yq*xdKN`Q&{dPiX%L ztA>%j5C(prJv1_UXP|$14)`yuPZ;zO^_Su2B>zSxp1uoLi{Gol@f(FqUZVH+1ngI! zyc!$3YDss9=ln9ZoxY~y`K}_C&Tcw1a#-j@Qh*pl$Kk-)z5BWai*FxZbY|%g2e#{I@wh4!jBS z5-y>aFpN*Kf6dBa{|@DgmDBr%BD3xL^&T`_h4>Bo>)s~nfV1orSP!8-5C(1iryS_P z@pm_|Expsa8}?5JOZsPcKb{{J5eE7s`Erh#f1z?XZ-M+_nDQ^8?!8vDYwak*=ePTc z#K@~@;`gYLf8CqwjTi440`G^Q{WX_aYt<_t0_;2Lzj^Nw_h)P6aeLU~aQ1cmPCp^v zi2UxUuU#;&?OTYCQC=9P^XDRlnSJd!LuuxM>PcL`dj=2tG}(G2yjPF%*K^n836YoFBsAU(lXd43E=L_%ROr8;;Ln@g0ri zG2;KD#rd%)zAF3ny`}Un3Hzi(gh6^y{|SSCKzm6T))N??uyXo8MfN?HUsg`%Jy+oPk$tZ^hv;MNGyV`}`Du}* z){-eI;rk&Uf%C~Q{r@>DXZLGGmb02V6<^p0^dP?ogT51vdv&sW<^#T-wee{HQ75nQOtJdLkiZ#d+ z&PQKS*F|2tn?M@>!F)YP#&&nU+am|4;P!NgT5nu*4sS%imEC>pOAj*^Qn6MW-oy8Y?90$VOXEw z{4(q=HR`|Ra9*z0KbX!7iu!x0e7SvaFvzE!q?|CwlgU4r-b-WkVLs4)vikHMDl2F2 zyD-e-SJq!J@uPpq=kIa9c7i;kf9&5J(_!#uSMaCE?*Zt8DfcA%NSMcW0|&^D zxi(`H`@c8Qz*_6=JLZc2Um5v7Xw00Mw!;PjKau}~viu(eMM_J(l!}myk1)*Va0wow z^JZV`s9wMi`QG{#-}1N$RruZL7^ALZn93giRJZKCy@%N9%q z`NHpQnhl>hhgK^*r2dDl(0pX6u>{r&Jth4ShV$8IABTP#kvO7lfgH0hLtCd$oUXPM zjU)Vo-0-9YcT&cA}=*8NAo$i?<2bz=nq}GoSh#N zjU4w|Z{?v7m=E+H3_FrN9=Z8xsNDyF`~OiYosR7P;t21%p}dUJZ29@Bi}?Rpaeha6 zJaIYfnacAiqZZ2L>$*MW`OQ)LZw&LV?h5v!i-iA#K^~DGgdsnI@;%xw(lc@3RESs5 zUJ>T~5$5tonA?}p5Azjg>lOk=dTrHQhAg=s58tCa*t({<6?9(3_CrLrYfT>OU;hR6 z7Wr@65Wl$Q(*U3kzqi{p)Yk8>8~1Nx^)hxJs@@9vfaPOqo+z-f?de z=NvK0S9nA5l6}9CD+f0jDCd(uV3_tBMD}5kruM@|fIOi-**{!0r>aW4--P-zKEyCj zWl~q559u9W?6)*o-;3wF2*Z4!KCp6TUmcW=DTSD9f%ecJIqYk<^>R%m$RqaWkf$5a zdvz=So-oK0)yHx;uY=>C(8)MQeZ*kSuL*rCHMg{@;{2Ro=Wze1d@YafCgc{~2>I#; z`6TRb!Y_wGFJd0Uc?2Afqq|hI>m%`g9JW8PN2JI|Z2`y!=1&MKdr*8caX`?KoHLu* z`3lj*b)RQfoPGiR9__=#EoOQ-K5OCsx{x1)AzsG*2=nnz>V8r0;qYPLpOC&ufhH68 zP5%bMgY_qcciI_ZFW&#eawpYB_wZ4%?EPDjQ-_gVKVF&&@`3tA7~~b@&&i`mvs>&Y z;4il4w9G_fdvqo67wsLxT0}p?Ouq?(JR*ObqL-~4kR?*4_hdy*-+o3+ZMq2bV7YUr zeS5Z#m<{$#a=uMO82Xp&k8@1t$3)JxU1yx|7zFtv)Nhv?`%KUE`3w7r1`_>s4Tw?S z^I4b2f3DYFUp$~u$n!swyZXK;*wB&N*U16)XRoQLsUMfMlzh*yg>>P6v09xp`fnNVZDm-Nf`Vw($6rRpAbz>v)uS;RS=vPr}Cru@BK>?Ab*Se zntXB33P+E5a9`2|`y;%P!Q&5m+~E9mD|PK-VLT7?0qJ#n;bhWst&!U|_jYYFSLf95{F?jX;4e>0 zW`31PN>E^_6hSxgke0`9>errrO4x@b@=2mFVF{EuM&p!0P=@nIzK9!GHsoDOh^rT z4}@XhC+aVigTCT?6NY#j<0Zn}{tyOxjQn8u5YbDR%PT8q@ywLiqm8#iO&~vk{Ga;m z+|2^hKinToZT7E?t+)vHgK&O5Ep|sP*`LnW)6-6RCj1zE1m+X@Lm2w|2lM!!$~9h7 ze_sCg&#H$^;qu{i^>(+{gBQSfP=35EYVtRY)nn&%MBcp|l~#9;hWrrH>+RI*^I?}i zupXxR`5Vj|2HAsuNBiadsJLCZNmrf^oo+DKea&$3{deRyVd*i%U&7!&asC))@fpK( z9#2FV&eNj(o6*C&>{5aetbYj)`S>Yhy%)$I<_~5dmZ$q?BErxg@{2IvUnC6eH8&Pho&Tp&nr{?Ob63b?H$2CAiX|=RAwDh`ULuf^6E3j za=!P|Z0_$EX8AR5X$fcH-*pXghVWg;b-1p8wsZ@zD=(!GDI z;`+%j-H#OcHjdUwQJSxLg8V087(epEFJ{HkwHItqz}{i?V1io)U)nM*0bJ z`6aASP5m+aiRhj6rN5TXS#i99@;5u{qqOA}S#B?9w@j<4^L`8Sf%bqf#4E_pfXG#g z(pAO(KZf%cu=dch&6ejupO7BHoF5Fc{m(fn-$!UZuz~r(`~_jKXZStCEPu!_TaV9K z8{B!lNhsInz|LQ8l}AJaMtKPwvr=QX!8CS$Mno9mN92Ft1Y?;;0qbD3i}VL>F?%oH z<{{`a%2!~5gYWTqxgdWSZ_n*J{j7b-Yc5Z7r#H13vg|kPPa{7FgFa#Vgdtu>`ItLL zNp9zWxc>;g@g!q`(jysHiZ6n{>@JB(*$TH6uztwpQj2RBu0i~4A{ifH z$S3?$&i!4;-x+2uxn^8H=ZOmHk0mLBeM5O!u%q4301rI{ACixSU3b z54N}Xa$~TaqY95#7dNa=uiPunzau@N>nCKZUhK=)2ccIo1Heo=lyZziNS+;QOkHcV}7o4nQ6AfJr%5r+P-ewgX|dN=Q#VE@s65LWoa z>SMXW1Jc*9KB7;0^L~K6!}Tm-?hgoaf5Ph1|8a@JEO-9S(DsM@dgMn~thPh5dUwz# z!uKb~_OvMH{w(a}lGq0_mC!zwzquVg?)Pf=ei{B<6Zjn-h%gQ z`aryg<;%49ACMV)8{$pEBNkaojdO+b1~`AqEfXI%xT=DD6VA_GCg1KN(1-Px|GaIy zZ;&M)Pej+n0o(q1@c2K%_-%~pkZh1A9B;&pce?K%cT-x#a7~@-%~Us#SDfDn#IS#l z>ovk)pRoVP!c_SySDJwTh*yLabo!t=7Wzm3K$yqdE9#pZgHDV6IqJ`frlGPaC-;H= zVEvUYx_8Uq{~_uBazrcl-E7L5G8FJ=iGC0UexpBH`R(q&iGNZcAAtQ6hW!iVN0jlH zn5cgCa9#=5e}uu`pgs`>`~DAx@t}M~**tpXn6D4?;rtSYd@;3;<**(gJT~TWR?un zmmxf#xW*;VDEYJ|*hkEN5QhI}#QBcykXb)3BOUCWl|&vGHlg~2VSSAJBMkeI$PZSZ zt)~d{cqV#8pY(0!tAL;A527~}h0Z9x0{H}-|L7O7FC1nsg#OXq5Qg{|$3vK}SJvy* zq^`*L4dcQ7V{Auf?u}Uh@j33V5a#|OCNM_ZXp=9{1cH#`y6RUCK*=MS;J4b^Q{?tc52>&J$V-4z-pyaD+|`6CSXkI??Ja<>1p zv3HeRw>WDJ8=`mPgwggnUllpOHoDg5Db6W_`8Jcx2VvMhMR{bH<-az1UtO-Ns2e_nk#>ufY%4{YsRR`q#cILtrJ&(<}Y>oP(wLjH=d@Z?g3{u{8b783q# zCCttXY;8PU{!V!YyH70Irm#O*BXcQ_r?zSNsvZtYh5KMg@3tSBBg*vlK)j6dN*LxJ z`LSJbcjM)|N^m|3$Fu!dN$RI58zFy&IBtsh?W* z1m++0i!ksP$Frk*#lew2C!s%-ryaR-CIm+N0zXmScAT2GRB6}L|JO&%?h}c2Jo9{G zWpWqnGt#@WMsJ|2M?B0owjUqW)@I%)Rp=k-jo&rBVfITme%>Lzc&@By#wob}i}FVp z@&kwyRyEvw(7!>6NjnhXnJ!l@B``Jg;?e)mG5qxJhprN z3cmi|-MX=z%;)~x|0lM2=d#7t1?B_!k!aOvxw-uph_BE-Cr<6#vgw2zw2$(b80oBC zUn0Iwiu0d%Y;i-o&MIK9u>U<1!wg67$praF`?V+WRFSaxCB#Gc{hq4WRDuU%00_B%sdjCO081#wC z3qIQwh0F%|K>LvN{;7r8n{wEnrE=Z90Y z?WVLnc@p9?j6Vp&_sCzuJYFXZ@1r6;gw+ga{!{u5vA!rTes2ZGo3eV!i~HNe|8Gn6 zcU~V5JUo^A+mu_61&6gmz+Y4O>w;h}0)K<@lKQss zhR#=SXb{Ra8O@uclG=vq@C zzVC$NNqecfaGlxz&vzdfZoIazsTlUxu>OGwLCJwj>$$w7_tk%DXL<|H2cbTsJ9u_B zJIL>6iqd`7T#lc;6Z{q0v-DY&Ngv7&a(j5t$XmK~%q>l({|94Umk(3D0P>CeB+TdQ zV62VI%1mSU9`~CWj-~bqLwt+;Ihe3o@7;SRrD?>EgGmpb?`)`ExMSbFZ`V9gr8I?`yS^tHvHae+LnRz9PQ}!}%Um|;y@#WR0;vJrRzn@_i4-$ra6t;KBX=>ViUGe=E!e0-1+N?@} z_nC4252u_BN-yfe&u1Kw&HEDIb`kQaSboIbwQod17SN0Gc*L`vMdQV#pg-8&(Sd^} zcU-Cs`icIBFz5q*fAs8+UJ0A0b9v4D;FMiuyae(&*dAe^5BZxVeYR=c;Y^5kx=H*s z!|c35R=J(ci+WFxFYG^C?R-^@gDl85@-w?f(uN6p#P1E^`ifz8-kmVS`^aC0ng1co z_an2%_RQ1&qRiui?9{_9yF=IW{5D~JpXZoMVeetLtzbMTUxY!PkROEM`~}i`Y`V_? zyT%rXH!;6M80;m=7sI~n`_1ux%8xlfe1i7wSlqq(4Z5~)UKICF7(T-4r~c5>2@K-$ zbnJ`99C&gC&L1E>IbGIiyehxQ-oq8;?9x{6e{vScGnJpX8#&wIC&(x2L(b)i0SlD# z_(C;S5XsXk$PKSo65QqIJ0!k|Ame>tC)*T*W|g84)G3B&zw=}NaYZPd8;Q>*awT7_Xc>e|MCM;T4F7k^WOQ zk@v>A>Owj4hcL(^mAhFkwtF&!_kZeX>hbr3Gr2r4%+7C}_MaOp_09p#t0R9;UvE)6 zT`(VR(;zj*QeKHFNAm(^)Wx>&HjMvO0Zvn{xbhkugs8}^Wps^EH8-IzoVZ|H;9Mv`+_(N zl@0eaxj!n1OMQ?wQ;Pf7f+X3#0lE)(JbgxUV$jZ@wbGN?;Q3dEcS-k<$O~aOf8_sP z4CDQ$9M;d0_v%GdANYgoUH1JeTF)~){a-AdNcNX~PwzGJ_FRa+?0b4YQgp_}zEET5 zR*0{VpJzN>qYW47fxSlgIEro%_j8u%Ie#L1z+kaG!Z5!mKj%u-bB8R5(-=bS5$67w zm9zUxgdv}R{5$u_Q1NuUf*f047j@1L3sX{n^@fo|ei;5l^cRh(UY1unjN7xKnboBx z0fAr-kv_r-2Z+A&_K!<_K&Kw@|Wu;VQ3%eyYTSom<38h;rt-l z-;2(^CKaXfa2_4`eQ~OmQJuCG#E;0&i!Y+K+eV4sn??RyvY&sW-wg47D3)I;Y+JtZ zs6Xf%eoq+URjhycu9el@et*H0l#U7uUoUMf5T){9vG`fdm9S;vNJj*!9p z8ey=1=-&uKe2?pUR?hq@Vc;*yE5j@vW#7~P?TT3WX`+vnzyFsWh~IENt{-SN>J>eP z@3#}?_Mb4!ACC9>CFlK@#_NH-!|!jjG0f=hF&*aHKq6m+dHowND&rL5{9%2F@^o{t z#*c=qDUdHRmDDE;@fpT@H`x+fj7$4TZ9cI=;bK?WZ4`Tdw`{ah}!=^8R{1DP}$1&d5F(DV$S9X%|6Ndg! zehKq@7%Qjuh(vd;-c$6v{S(HI{onZzWVU$keTX-aUw1zrH(9f{66O=nV-be&<9R2B zUC2K$oJ9F%!Z816zX-#8A^n6QzmK>?_44uo-Ng0)>A4r}wPj%Ma8Ccd1Hit+RqWg}(0|0`os=G|U3V1X z*Ey2;APn|+?0+%H3-XW3mFc|@5n+hWaXjTYx2wm$>07td*8DJEUsn2+pZ@wte0~D?QCXCvt2_K1#Mii9dbHfU z-IF&}8gKmJCq+PV`r4r%#`9winQc^b>~lIJQ@1@NmmX(-mC*s$8z^uA8XH?Mv13g)PVL zWdO$cCJg++@jh0yb8YwPsoYc2kH=HVuiy7loUg_GktYTE>u(LY$mw~y>92H;l$+pxk^fI$IeH8G@ceOguh%LDw@*R75#^!!$)#wW9ljuc_z<99yO;6WnPoBSl{0X-Irgw*C zt7=oQhe*$xNPVl{k5j6ZQ-8@_}5m`U`3VHS_q=S@y_J1kybVf;!M_=odbf5oOKw!;>% zmxRl+6U-Y^`1tEzm#N$MN5J@y-}Rr07OkKEm5--ku!hw%k5uqaIKGC7Q@iWSUS;pA zi3o%L!10LgCUkvT`vtzo{1;*Fe}rxqc0QKw1N=pLguwdZ;=$tma^#PYExO-n>}|Lo zg!&|uyk6CBs2!~TFdlClnAX%L?hEh(`)j=ZV)s|$wOoD)!+s#P*I2$+PkGKYzCZlM zaYNm!`%ch*9|=DhX7MLso_}OGf!ZSs@fhkWE3YK}eR*}E&X5ShW$3=*SC~V=Nrd6b9wrfUVA)snIiaO z?C;ypmz(bI+z$Q~<@ww17Oi=%Z8$%g4h~OVxKxUtmm$peKbwv|996je3t!JS{mmL< zP?E#%vk`{%64L*@&o23OG?kDj{imJ=|C^e*LUxpzdx*Z z8QnCo~^TH5#zL1J6%2pBtK~ zxiN{qzd;!C57d5r{^Q-34MG20CGyvd7!by@gh7ANfBjJH9dYgRb=d#F`Dd8^ze+@y z`|ls){4YvbTmbultXw~X2I-Swo{z9Kz@LBFXzEQfp^j*jj8>ggq^VS|KEiA@fR`J18nc_nJG8a zWjy(K34?q{=0lKj%x;%D-I}#8NM*#>C2l&w@_&NVvq8nf`jj&JDMf?S_JyHlee|KP34lhC$yY{AL*J1@eo1@5^vs z{rO>P`yl?2@LQ1EG3DgDUeDBZaeXVu9bK1f5?TZKHl$bXq{FHJn=LS3lJnsLVesew zVBnWzJv}pGn1^(1^EXVzBc)nnZ61N1Gd>KeR}}^kB0RX#$>EH zoRG-;iJ;(jVt$V$yMg~y-kj+*v)?_IpA{5ZR_?y-Hx1%zi9Hk)C(l`yyrMwkDABL9 zQDU-zz0f*kiBb1NK7_ZwL(2dR$QY@z|unXE)e0tgo!G?8=frONjT8e!{?S zoF9g1e?w5-(%_=;ZJBZd^{@OSWy_@BM|l5)K|fIbR0`bUHB4t;JmN z7=5qu-u`Li?Jlrh8!C}6!XR(m|H1Trv_R#MFG7B>`fPqwj}K_yv#yZEYXZaco{OOR zUgo-`a5+G~%pSI4&k#`#ijcVm&xt--)=ELVr@ z$`jj_N*|^6O6VaB^Jn^B4Eb@1e-_j`?b{XXWCHD>eyR`B`*~zV2Fw@ggZgN-HBEgw zviL?&pW4;DQpZTfg~me|_=Egl5wkzR)VSo_!>#2YxDtUZcX1j1}TM$j6*vD<0c30(iQR<|qp{@^F%dx-wE)nRi? zZP@#=g4T&E8wXtP0`av8(uWxA4f2!9Sw2+Idh9kacJ%_t*C9P^RG&wLojwTb7sPF) zbD~F|6`v=@{@PmGn^teO1^Gw)Aq?|{^3=Aq-Spm(-C2Au5a#`{a$1iF?QBk(=MQxT zeha^pLXEb1^)j0{cu4$D7dC>>|eN#Bso7K=nVG_ zdw<3V?n~o%bh708MeK}%{*d1GJ;q+?pr#M`6fAE)%1LUY>>|j=pgs`>|0l^`34|fP zD2XRHrt=>{`}Lc<4OmkP{ucFxFvR0H9>VY*CHl|yhj!Yzn|Ffq7F1qjzO{P0DqC*~ z9qpFNl)dNo*M*KjcdYIH?tpj#=_L&Ff%4ihTHRgu^))_!x=WJpO{!N1|AO^(^J=Vn z74HT4MtRU1)m64=+z_z8SWcMRC&D0a$S=Lg1$+19o(B7Y^*br_Uo<4UjJ-!Hbh1>R zaAp5t&<7k3VX#m5eWwY%iwsve^LVC{^H$ehE9GIlR39<$o7&%0BMR2D0r~Zj$a5#e zAg>eui{ZT^$$quK%C%|!3B&pr`Q53>z-U&I_`WIHZ-(i9kU$vj2T0;khQa^;izyyv z<;wa*e`lqG>vp-9Li~^Ru(O|8=^uxua9&xG?+^%se4syL*oD5=S7;h}ZqRwQo)HLx zy+{7&KYi3(9_j-08%V}a82lfOuZ#DN--kjDLjDZv69#{a{O_`GjpAUZG#-z3S-CvC zWQ!`qkI3&Xdn57*wXL}pFv|(-Bl-iv+@Bj= z-?HWSb6b#a93Nqp-xUZ0zo@;|IUjA0dn#_F{*1di)fY{*k~O6E2?IZId<-*x&2UE= zFZ-U(R|u?}&c`q;b)DwRxPM`vnh`Oe-#CB9i*J`*@tXtdU&7n1G^5wpLOIHd@$a$0 z&Qslh|C0Q*U=nOGNcy4p{Zkx|=@7rGWmDP#Kk<9hp_*CxJ-^C%k-nIw3FAX~FyHt^+uT+2|F|S+sBnK~v2^jkNl8Dzp5y#loa#^-yX6eDkMc&C z$G^Qgt+Cp+Dpr}!zX-jCXZcvqIK=ta%e%lOV6gcAXpz6Yws;pjNZtbPSEKzQ%>6^J z$M5@u#h8lr4*~w8z7hs|f%FrG_tyx&9=$nWkOR<<_TEza z)VsDvF7Wk$rRg@kxQ14cH>_`YxHKc7MGx#Bj;C+_{kp~NHQ;-kZ!7gv8`EN!!g*IL zx6%m+p7FRHl#i8+m*HuoKZGIwjr0_>JT5*Hs~;!u=2E8;-Bvx+jUN`donb#HhSz*tXZXm5>iODj9D-#E=h2 z`!9z4PSk%f$ZOa?_&EL_guuSvkMDJJ97OzL<)Ng{gdtyn<0Z`Xg<(3cAoRO(>HVMI zRlq-#pZ@)h^)X1b0)K<^!7$x#6c}dt9l|VsFZ92-RH?_*8aOYF{OSKk=YF@;ZtVV~ zKp671D8B<`qQ0~nodV^^Z^ArZGf?%|^D~~m*#4@(Fv}MW9A^Dz{{D?1kJMh|v-1{m zujT0d4PoFWrz2;a)!}|G&JSVmXGq_`wE9w?!?z$Fm7E6<20oEHnjurBNaq!Vf!}>j z2WFpAdrABpH1XbI)#OY~8|rV+QOh{3puxc3L6Z4n*n<2CVIDsZo^swLF+uZ^oj;~$N3uEeBtldpZq;P!N#k^ruV^CkS9|~`-DLrjsC%*WRF<+ezJFjfj;Cf zYmfFD1e@^BGL~;zVf~BxK$!bGn~kq?O0-opeiHu}{z~Jwx$bl3rs61A4@vf?1j1lH zaeS;ijO1&m_qo$cWX0#5aJ)mKx_^IivkUM8^8th*o=19zev~hH+c65{8Rw5Mj33)) z<;;E#Yu`;~h*4LFA2FUCHfqXCL3|D%6nIEms>!aV*Y4E74;X;|Hwj%yni0mlA@ zPuW)GeD^C~&k|WSelpDL z;1BjcGUwiQ!*mbGS0EnM*8A(n?GGW|M1B(n`-%Kw`|9{hfE=i$x+&hG~PB0oo$dpXuUYT)*Nbk!wwuPd8@KN#znLjP-b`EK0kg}1?<;CL8Trg&)V#C%6ftz`N8M9lngZL`*kRas2) zJ8o^xmd3w#fL>g$G8{|&6Xy9W!aRRM81xDK$@mpEgKza-4C^zLhw&%VKZl3MLi@Mp@Ixbz_%p#`!I+yJ zUw}R%e;B6!lMx7mz9M~uA^$^ojqXaDIWDkX!~Q3n5%%PtspIQqN2M``z8dc0{>D+Q zn~QS4AHZMKcgG%|&VO$=4g9^QgnxuV{-^vGgFhblUkvMa?B8+V>)k0g#Q%Rucv7|E zu}J|y588J}_k{^4Iq0f$nzNGDSLiA5J?_1Sg~&R^sAlMK#|9^jAx`he>b z!fJGWNSL(3&Ev<{9WWlGpD;UL!^&moJijpMap|g$N0zelf`XIDiq-3E6k+|HQI2zMK39l|y^TU#I>*UnKoj;`YQTYULoowha6?>NjD?r{R1$9c)?UFn$%hS4rQW zu1p#7OO^A_SuXBRQORmPKhDEXJMIot1AB<}fUsAWt=UPxgOCf{U~NB#myr zU_FQYbJ?u;@bbMmz%T6IWtYvyhQ#l@KbK2up4DfmLcB)hh}nLq;Bvd;9O2qoxSv4n zHM{j#Xd;6DFGqXgI`33MHl2~+=dmOyP@7G{|lNDudxIR;b_#FG29Ntd0ms<|x({R2g@0t@Edf^b<4@Q1Z&YR!X zqtgm_&zkBZ27iO&n_M<-Tb+Cx;4jLf+xx=aP7e?8^`Uz~$|8|_2=~W?*?V$=`}0}K z4`e+-evm#7m4UNz&&>k;F_p-Vheem|I~8r9JUIBZtB7$tpi4SJU*HlSJI=VwhOHPx=H9|nBKb=2=n$m^+RTczqt?khxB=R zx;70?63Z*D#|eY~!ujwFjz9QG`UkuJFL;LMd|x+63*tfK7sGUZR`9%dw!%tj1o#X3 z{_cyrj#7s~KK{Y5pM&2|bGEz{y5Sqx6P!`y0LAPAs#}0 z5oZ6_BzU>49QoO@J@Aj}Bj)=VR1Wb4j@SF$`#bmh<-q)*|D3L%b*VU2{GKby*L1JL z`NdByA)d$im>$^8TXD%!z}WxvhYP;$a>{{t4%?ey@;mN+x(nDV?0-hUM#YN$cc8t0 zu-sc#f8Ro{+Kjp2-{|{>>o?q{`oZ{69%r-^TeR1n0pDYMFw@sdanOo7b{|BT8RaQo z61;}{cfydbNBU;2>lr^J)j~Z)Dqg~G!fKyMe;H=+^32OBeU8lCs+>pmW#;`Yi;tRK z=JGwW(dUv&o1x(EaXd4BU6Hx?=Q_L3DfmqB2&}MDP&AS5A?c4{V=0Um2*Z9G?vD`$ ze~9BF%+7zZ_F#M{kF1>eXP>0YN=F`)@bwR2&?n@d&r{!fnQgv-zeoNuJekUUWjdPm zE-e84!g7Y$de_%&gMDOu8sC5Ly*6V{ZMZAn4<;hM;`g(PJlj#86uGL;@%kD!60Vz){ zI=$Qq@eSHH!ayI+Z@}>jA<+>A?7oE%@bytb)pzlG0;msjdUo38yjT3bAksHyQN^cM z;~w$#+MM`zXI_5W0Pzjgzm}2KIK5fkOZt{XKIR~X^I_)y#Xvvq|4}*kOKKnM!|7_A zuRzW8$sc0mcsv$Zm!BVMngQ!~14(;?p&Z9Y7}ne9Pg(sel6O|0<)0X)_rry``gToH zZ92ewqdl8zxTIF&Rw|DN<_=L^)X~2X>?`_P!VsTee8DiYPjfegTQAG8<^Fi?q4;pS zJA36iko?TO*h^{d_eL&%L23hx@`8Fpe24u9jk-Ol)kXY&HprhKmk%~?x0b>EWR$0% zvWo3qRpmS%$uPYqD+JYUy|^((Mx`(DGkC(`DRUaqxcv%tuJ0b)@(bo;tc0J0!5-uM z5Qg{!`wN*oO-)VM#^b*b_d^ydG^4pZgd}Z!en$EwKMxR+A1PncB~h_2(H~OYdFA2V z+B|-p*U{qD^X{>5ehuYuUY}y`M6c=KKT)0tb9*#z!SnZ;jpF@j)IY*NFUrfj%$F+m znX){eH2=7IwpxEVM&ny-VAkQU`yD^0!FW>&x&5p)ek#moUgH(!0ncZ1V*5 z4Sc_C(K6+Vj-$o)&R8-Zguy-={TBoOa6D8F?PGqI;p4PFM3}E97Q5^>H%k-8Pbja8 zT`!DpJ>Qwj=i-W;r_z5afd5B%Bh0@K9a4O$``mLdpGbe`o~W;evSRy#^+TWNl@7nr z0PW#?hQ95%GX6yo?AK!co#9%dKlH2PcOqLRnkVM-P6*CnLEeMxMe zVHQ7z`N`Htw_6PP{_Ya~5C(cN|45jhzX)69xUk3YYM>YC4~ze%yC>hCk3TFWpy}Gg zovL(RTv%fNcxoHfub|)dlJ=KGHEtdA%!lg_VSfIBVQp%E$$i<@kCifTKLh(C4D_Ks zg^xXzS};%=<{!rw?l4%Z*SGVkEdB_e>Hex`b_bO-`ab;Hfh(R7OF*8{-Vx^OHNqgT z*k5?9!iXIIE-+q{-=*rEUCh){*?Wh=(kY{|JWh55dQg4{gFNBFHgE?q7AbmQ=4 z&_CM0rEz<@&N_Hba}d$LT>sdlO}18CUY1+TdLtv#6Y67o%ll1S6nJhi@DInoJVJOg z*tnV7N57Ea>TG-_z&j$nJa=eWw$*13jPcI$x55L4y$v|Lpj!8IW@ZfT-)`k z^na{E)NJ9z%OQukK178ZABkF43iE;WS2=l3F*be&{s8UIs=6Lo8incbekqo(zBlQQ z;(0B|hxL*0kKr(qSHj%B5C;2(^3U)g;um4q-$DMZnKI|uyX9Ume<)9cd3>;T=J`%> zk?X)8VL8JY)c(5JN&C{}V-zYFzE<%$(z}7Luht>v`OIkD0b6`TZy~pmeqNv z$)>p1r zxom4M;J3PjUmFHBFWMqk4DyHN8&2K0Gk@B1u%9@djk@ybm7^*k|AqE+=CiSnOI+@< z`?$iE1@lFQ2|2KzgZ6|l%qQvtVX#LiUt5;E?myn{C(H-x4`EnOAb+;Rzr2_l`X2a) z_99mQZsf~(*`UAJf9&w)fhotf!g;WNFvt_qPvu;mV)q|=Vxst+y)PleX6sh2?;(DV zi@v{eX+hSb{fhK|t-{u0@3JFbHSzre!r)J^{jE7WBen#{fdBpnbAPZcrsbN}vOVzs zj@bV8@u?}cZtgsu+3suc=Kh4+;BS!s+bgz8Eh_N_dT{)NA>RK7^Ys>$L;e%(-}XS?l>vND<%s$Ep30#=s$bK_phdq6=m)MRcZ97OzGbR-y^ZBN zisn@YKhgkruWK>Xu{Ig<5g1PrhV>7&N0{4B zhFShP-lDkgjI*a8o-mQv7s7C!4D~0z_s4!JH^RZbqP`M_^#tl){9wg1={v;nGV(Ve z&T(bb+g!dLNI0o0t+}cS~>)hz>0OQ5-#B3YGJ(*D;pU9s*(u>b8S1MC_M*E$F zf&XalSUJ=8Jqkljt>tP#e;g$IV3_W&3k+)$KL~^UrT#ukuR7HwP@SER-_x@G$)F#P zls+ojVta&NP&`HDz#kkhtN(Y)z0U>F=KrfDeZ^{&p z6`RHJ64lSk*L%4x1~>D{~p^*+VS{CR0ksk{l$kNnv;(f|6G5oI8c*gj!cFW`9gtu4NF!6~2XPs+dtL))&7 z1pkfSr&Nv_l9IC*^cTNpnAz|BvVS7xW(4v5q5V2qib`AC@b>o4uIT#R=Qcl&y#M8O zvy93#pcm=i|EEz&CN388V>rIlw#WL37Egx!57Ngl+n-PE{ps$sF2~sYJs~wcLZS6` z7`(TD^rq?9=v0(G0{e^hf-sLy2*dsdwx2dp!TjX5Entta|FjzeTaSOr0sX=89=J84 zTf4rqz#sOP$Twm5|LT9sUsL}Fo_xQ*W@aFtJSh;8I++-2=#~D5MTrE~L0e^t@Fe44thh4?_S>(^57_C3Omuc{P_n}iU zeiJsu1HZ7p!}6=j|75NLe~kY1u;H6q3CX|M|1k)MjXj&YXg z&&J=^&GpAH)YV z9;Bbgr&J&80op@`nLRuDag*mg^=#0$ZW8(kgFnFaEMd(P#BYZ4Xg)JXUj1^U-89Ho zA%8PdMra-jo(}qq^kyCy+IHqGHNM`+ys0F}JlhQNiS%YxZh4mb<2~>TTsbONfYr}XvmA$EV+Y8+(7=3{$t%z9!;zJ3HAs3J2w2Q+o2bC`F?&*myw;lTxP?3Vt+Zy z<5E@1s)0WAk2zUSAA3q!Lw%I*;|lxQd)tfiEiRJr5C;E&-xG%MVt*&5+^QXXwh_L^ z@)O?SGjIDTOSwwp`hYO--&)ch!!G1s2*Y~E{J-TeKbX&C?cE`LVc)a+Cnqk?*i)#_d^dRkz4st3R;5!}&VdGB(-xZ8eW~PH9W^&iRx9>o+VvZ9c|-_5<RVSl7DmS@CvnDB{Q1Of*mF!21h6tEgENARAH)Cq;P*v^L5(%5jevd&iT)7=eL#Cj z82l&FN0|F-!t6Z>q3G$o^}{2_aQkqxrj( zcQes7+d$)*l#!&rOW)0Rw=dlQ^NaLd9(?n9L{JLYJJcVB+tc@iVf<8o?2E{K)h~d* zIDc1kI@I20?JReL_y*&RtL-+g^k|l2?*|Knfqy7pS4VFOY8;rw{pr=< zcAaiKP=ow0u2%^|eVnhWTRxo_=>CDr)74i8W=yy*rQCz&i!ksH>AU*sRP_p98<0oD z*L3up#<#i6^KsV(Ub~hzsetRxbr)X+Zx4azJFd^q)LYR0my8S9qw5DQ6y$s=g7p~c zXK@FI#^#?TU=Pq<70i{_4f%A7~=&qAH=L`gYhW!(U_>Ia#EBZL3rt|#%os|(IF7#dt^r5~H=JxK6XxF~! z-Oj>zCGTYkgn_@P&kVEklZ5&FG0f(VVMfp0bJxZ#a1-YvaehjaXI;77`vBNlt>mN8A622aI=r~g6TfR2muXwn1)+*E28Ng4J=ZCv9XBvkLQFtI@C7Dl#E2aGZ!Eb53 z!OBZ${X-b^_n-Da9&moj4X(C5oR_LpN9E-f;f|xa4C3)^dH<{KL2Ax?e#?FK84cP0 zoUg~rk1aeAb7cp}H|kgU-JCW*WvqdJINpk1ZO^~&Sq1R`o+l#=?_nZ;Do5OS&{1+< z67$QI-|szBjV#k_W#x!9eiMCE&etoC_zYwO-6f@P{zagYwES zJ0C}wuRmEileel^uQNFZPJ#U5cnAYOP(G@P-uC$7`kdRJs@C>BmhLlP@5c*|N4$vL z(5^~WhvfHhqDS%ie0_et?D1an#}BM_bAR`wvw6-{(L>-T$}3@rA5i`nX7Tise%DX< zMLQcFVD?NP8!4iNiqNRd_?W^cgw`@%VPh}9lKxMHE|Zt*FB#+yYH6U zE$}`H_WyiJ?BJ8f7X!WM51)G;b8ZN81AF)n=J)lVuT$PQSLZa(hd#e^;l#6vCt?2! z`+L#x&J9_3LzA7iAq?~&zg~L%Js96+Cy)1ECRO{+YBc5R>z5@)jm>@hAzniHeR+SR za$u}B_Z0a5 zQ4;wh4E(_LDq-Ni$$!gX{~Yrv?0b6OS*X5rx!>R(d*J>u>Pz+2Ln9pze}nV7sK3=W zw)IoD8Yw+V2G_fUVf?sWtFg9`8goc&-*G&I`Ffxx{O;=S;MfnKDKFxOXxW2yajV^b=^r}u&VVeIeS#KI2A4qM@VC-U>% zj?-_tl$pT#$5b+ZgcT}jJ_&=r!uew54@jR0^Z6mn*I(>=WbO0$@Fnnb z81_$?5i|(S8ty^8?85_d~5_SezXP`EcYnVZQ(JeoF5{x*awGeMtZN z`-YB3J_abU`(W=YQjPl$8P3-?A9hYZc;T5e*b9u`7-sj+34=XGettMK#OY>$g9f{= z^x@2QUxi91um{NBkDc_gLO*%&`0nG0`mXKuuETyi%G0L-UPUPzxAFDmr|~k2%hsHN zd=Zr+2KrE*SvkF5Dtubpbw+-#M$mthmronz#vJtN0_!{a{#;$JqPxGr-XT4o>VKa8 z9DIuFM_r`8&&9-YexACnYFV7r@|W!YKZVaq>*f?*IS1px@qXSFY}v=A5!MSRe}s8F z{W+<*;?kUc{Cvabclz6dP4}|@Llqc~CHqnzBOmZ9XCN3Wq>nJzZyay^dxMUFOGbix z;&=$de4>47&_59VyLc_^?{}BT4`D7Z4erN3s2qF4^WzOO+lO7M+yMDKjBgvll~Z3i z4gmSa@ikl=@u)C8QtB${8(|nP($i3CR{Ey>C2nsT-j2`xG4?UoZ!8ymFIAs7t3BKo z#q~8|I1h;Q3d-j?T`G=(c+X5iFJYdK5cGZC&(8b}`i<)khPNX`CNI_6U7_H+yIw?L}i>-IgQ^JFw>%KN5y`9O?O@p>{gQHwyF#+xw#9A8)hE z7}m2W|AhH@k}rcC&qe)M4)TTa_GN;S=B9)pAm2EDUnajhu2ot9{({1y|NbXQe& z-tBAW@WXu$hH?M$HP|TOLD#)tFMCM%@%50Ed(1U0zJB|9qki!y`>oKQHkg} zpbyBO=4+>S{;{&=@d9C(Kjdd~nM%R-Yo7f6T}x1p_OBO(!h9n=E$PK;zAm-m@%+z% zar5VhboluQ!k{l$|EKVDn%$rjzJLA8w2#!!wW;85@VpISI3I-c{tAjs)9+gf^x=32 zLw^`g{M!0^z+~Yv=jX3a?H9JS9Vb~K7{-tK^}CIyd&SNf z{Cw)~sR{SJrv|FkL67hg7*41CY=&zo{$O}6(a$j3?D&Z z`?V@R*+)P=t0&?Y!@w_k9^1iwX#Q^(rz`y}X7`T-Qiz#838WRwO%|Jp>TLtX;}Hh= zi2aK|TK~IZz}zR`uaJJ}fgjShWca{+I!1Ax9Oe8Z%<4g`9oCEV$m}_jF=)*;**dJ331q$~POFR20Dj~6vg2bq zH~3!wEUu>s2!p)E`Xi7{*U7N2Kc-CnP9Qf%t?p!aE9jfp{|MyV9w}X|tA_ju^+PUZ z*@35P7r^&IkzaC!8_ESwW#Dno z$VhozJ&OW{86eIaot?;Da(fi%EK+S(KT7CY5oeAF*hPxptLzrB;6hxIW5VTeCS zuWIrn!#3p;pbujID`1%Ezv>pn*w2$vp+1Z9P*X4a`yqE70Ch=zC-iNDpH02Pj{S%posE{|r_5!{*-;w6d|Q=zpfDpPG@M z)TCP?AivcYKd%|1qH|xx5BNvz$%i$fqn)KYV!RS)KDyBT;)N`Tuh`x()aPN7=1s6C z)R&ISCUi41wt)M$IDf}nxmSZ!)j|JJejV=?WjyOI2je5ZJHF|un)G=o=s)sL%gnCX zXqp$aqyN>K;y--+k^ayw&W{9y!JftUF9cePdIzVtiSB2$!yqr5kJ@3sMdM+A7M}&3 z)rR=RXgr7g1oF4DU&OfF^&)%1^=UgiT`xH_pWU|>XwU4l{+hltJ1-Du=WkMb<)h2$ zw+sV4IG=XStE%kIdqE#?{4T1eU)r|j0e=YV^sJt^@jA?h{OS@Z?bo<>J@5?$-@_3~C8^~X9eckVka_(=q5%d-L)uX6TY4tiM*dJkgk4F}xb~-);|A_k6v&-M1 zUyiE*KgIPf0b$5*FuoCn{hzr0z}mr|BfqGf-4_w`Ts5%4^G6crmyS$sK*426&>!*n zsemx(7t%)< z(fW`@+ZRgvUd|Jl?Q&`rfy|Kxt3r=|hXv zqa@SB`bQY#srN7D{+HU>{!U<^E$7p#VIhC-anW88yoK{={I53 z29l4#{_ypSatFY9sQA1?Kp4(LQC|%11pgZ1x)A2a_{(rE=~o|}%}@I5b5;%{ed!a@ zY_Ykng8R=tTR+Woww%cJYl1%Kl&9bDdCdKx;jHU3=da=4R}dKWUlr}Wtbpsg(bT;9 zq~`V9UmC47x~da4nbjW!#{J3@O{RE5{w}`1#xUq7(r@gg6#FRjG4L1tq4C_o@kGRdA`Q*Jfe><=rh`5-#`7;U8?`^{{3=hv`St` zWB02C{be-YrL21o{6zceulsPTLQ@NmxBZuD4_Kzj-zO0Ck2gQ0*n2O$&xQQxFQ_Ps zTQ14vGax7V^_M40A%DT~1{@pa)TDk7<`>sr1q1#@n|hW`hWfR*zQ!=8&qPaj{Atc2 zz|ms;BnB8&)D;9KVRJDKzkqz^rHL;!+r(zZD9Hh!yVVw zK|K!VBh1bd1+1Oz7Y5!q>$xxLDcA$9Z{V%bZX=~@l&F3zAPn;(eFL8cgk3E@$Ie3p zgNjW0S0>fMc@fe#=t<0e4fnC^ezm}SY-+uN65OYxc5_z~jZ(+UaK480TS&|I3Yxl$ z-Jcd%bPY{0`nDP9$MGx{EZyH}fg1ZCn80FrlWUU16RK7ev6hk`}2CD@5!M)4pwn3ww`Ln-Uky9X7Aq#1{=D4uD!8`-H#Ov9^-ms z_25xpPe{+;bydqV;vc~IJB?R&M9n_*FT_XW-{4a-|3mo< zsXTY(+l4>ezY&J`h5WFLUbFGuM**x4{UKqn9~_@yy8kV(Y>;*SR`3J(i}YBw9o|`6 za1`_#v6V}Xk?o-}IR8L?SgkwR!+ZNLIKRa8SfvXm9^0n^^(@@~SnV8H{9ceOzmWKA zbu|3!GmGoMFPz`1wnT4Gkr~7ns_q`wZwW2($XBVCaz;)zPw# z`TB?6>$mNA^i8m5%%6vTU0N4#Ws~B3qJL;h-0X;3`Vh~N9)>+gUc;tWlr-Hc0DACw z!mu9X@32`#KL<^40Ds;dZzcY+cKTkhU|3*S^VBWBz<(qEh6SGWsp@)3{h%bSmoSVk z6#FN_Q2*NVF9v(GX@?E){Z|-YJRb0)-FT2MBEQ)9`x$*Tat|JcW#~jvZqbAh{d#8RG|GxKEAxNf_uu{t$-x7S6}|FCcp$%+8Yqwx@IziZ)Awd{O^w z%ja0ExHkjdPe%K(z3u*0s$d?k_c6@$XSj6QM7W@R#gs zxcMWiLJLE7pII>6(|OtFDWd!FsGq~%R&2lOW(4+t@rN+zC(>uveR6E;=RqKEjGu&g zerUJJD%IWSy&}DTE3mt|+Dd(S29GCp&jxpTHn%s=?-^$MnGtaZlZM|v3;7N5k1*sX z?J#@4S70ykd_&5^2*?L;(Ho^aq4N z-l&fb`x>4|Y*FO(Ooxhs4hQ4hpuS7(mw&H&JpL=}caYx>h=E=jA2E!N{?6f!QBL;V z7{~{azLC3Ebn2Ay3iiu5|H${5N9OOAkjtU`n=s^iXip5&`Hg@uyKl?!0g|s{-L`3|msl!;E!C6%*~zvFzPJT+=kb-wX@ zV^pBlP|5PApuebZgca$1YXNI#_B$%lAor(UHTVx2KV4PgWz%+u4@m#0;=Z*fhC0Id z$dA!8bX??fih*C)KKj3eBXtfQa;)AsIwk&Nd8bOCf2`Qw5Qg}K^%d4$O!~muS$uG| zu9`7hW;yT&{kQWR*HGsieaQdO-kdX%Z%z9+0O-Z_GtBZSXMy+F-A{^uUq~;*be=C@ zxP{~~MolZjD)bL1ANC*P;S?Hit22)`gt0Kaqaw5A&hE zjnlrj?Q}_t64U2#O$8sculHB!OZ~?QYU)%Mzl3}N_p^kR>H7u(7rC+Ow`3Z5e(W;* z%}a@)KiK>70+)$v4f+?fLObdYVaQKVKU^{-7fn4}&+XaeefX!D>lcE2vE9`t=|aJv zGe9ruJ7KUFj?`!vnlN?Yi;nvBWFqLH<~uAq@6O<6%4KC(Vx- z_6x{A_WXX5uj`MU=UvM^!9SwCGVD$K9se~Yse7~&$Q$*6Fwf7&|7x%d`cW%yLgTw7 zj0jq7;0o(oEw&HB;E%=k0R;>fQ$3yG0i-YNdHVh{@6YO!tex$z2tz)M{&m8cKySYl zKEQ8Wug8g$ey6>YA-%+iQrr;1iZnB*=i&37Q%#Z{ zuA2|>0{Q8=W_sZU69dS9(cTF|Jf!|jFQ(|b8p++3uoJJ}lkf}5KN!A8^$fyrKL_PW z82l632kZZas(Bx;9CA>3a;{hut^T4*|Cko07k?c(_eL%hgohrK2K`xiq!d)~ho z)`R-V#-sl`3)pz99?me!*CzWEq)HDt$>aCrYT4}}gB!uWjKlE}gFd2uvUYY}Nf_jX z@|$8?+G%iG7@Sw)`n=>0-(Im-liQb9-#^PbX7qvhgZYP7h@C(oTxr1$9sUSB%f3OaR!{U6dZwNICbA@)C@-i7l`-7b85aM4eo2kl|% zr-|x&N3MkZXMlJ;3>)D64#BiOKaF11yyNxPX_ivk_N+a?Rs*ngTFv}rq3N_)a`i!tQYw~82k(2By;=mQ4El@fndNR))b*4juV2oZJmyl#_#RN- zruL0ZAqy`ZKhEv{|7vQ`V`4JFgmS=7w`u`XDN5UX~lrL+a zN8<;oZD=i@@k5dBCkY6{__*G{S&D(Wds^VWG0H!1`;-lDzl>Iol*IW6!}?Z<`N`U+ zNi6vn!~7H4;b45)$1=2$p z=0pC@{`1@Aspl}zccf>IlAUZ)uXNatqP@(~2!1wEw-oXl!d0I3vzGY7{Dxxs<{$?9 z!TAVt`7_MM53*VC)$r5@@IN?T(C}WJk8Rxz@dD2ig0AG;N&Vi;?Jek~zQgADZ!%qp zKXV`2Jj#?hCG(T?J-DOl#S=~|d3`Nd%Y5^~@-A{8DBmH><6ZD%S)soFcdn1Y-W_Xu zn$MMcL;A?@ZJIB5<~+-+D$)B*XfGjN%_^4$b>sdnWSacBA?G_meuDZHk{-Ar$6$ye z^M@g286AG^-45{x^J9kTeH{VA?0l4A#-DjUtGv{9m~;J@=Wkf+xM(@(5Au6n$o8-K z6_a>AJTK~oyFs_#&|myLA;G-(AD8RzctShIn|W0!7wX)N;CvD3oj)h2lj+kxkUygS zEwI|cD9=?%NlamPI~AE00S{)~Vy*aP-owC3E( zgV9>R4_wcpl%lj4^YgOTNxv3do;|v4t?2vR=pVvW9#|N>*M|9!KjHJQE%v=2RI8`) z!c(Vwo^)7r{}lU2_}B;Md>9Jj<9rcGDM5p7JyCm3IC51+_suKHAb#U|BX?|@`uU~_ z(2M;eAD0!r?jZVK3&uaf;Q!H{2=nvl#d57GX^L;aA7X!o*?wiQd&h1*C;x)}A$^N4 zMfSN+Em}XuD~8#95W?Wk(7!Xx&gTh(|3`aV{Bz=7Il*XmNe=V3^hK2t)l5{Tq9p+0(M%J+q=;o`!lW>eI4_d3O({UE%UvKG4?t=U-=@k1W3s zXzX_R9GsVci$1dZQE`$H`@WeV z`bB2!8oLDWr^vtP4;?oPS{Flpjq-?*m94S6vXJ}V7{v|x+xzze{XqSR>7M$%@>?a( zM`MALui+Cr{Zlp|%42AL>KQmFI5LAMKan&%a&aylz4xyf2LN$J(0d4;F;6 z`}2a>38(WVQ^VkUH`Gp;)$3y?J!taUxE10F$~$&#tF7tH9uU8gpM-h+i7?dTsQ)HA zlfU;*gS}zBA{H^fUln`ohTV}YSNI<^#-kN7-?Dvzn^a!X`c`O+iq`HBt$t8?k62#_ zgT7X_!?Pvq|HW|spdAMN$NDur5AwqNkFY$;PuckNy;%Wa$QN*b%bsWVr&#|5?db)5 z#PzS3sHL`Pemd+|Fn$vT|A71;4E#g+t%#l7Upq+jzgK!5G4PLYmB#pee;dJ{pnb$C zuCKAsxC-$XpO0IR(wIDQJje_6V`cDh_j9d>L0+i8E30qnesdSS&xZQF^4*H>`ESf1 zA4Yku{FuI9Dn3s(ko19J7qahF)=koPjT|5zAU&&we*80U^%U6uqyJkKGwX3>%WTLu zaQszACFXAK+J)EC<24@p&RX#m>>ufk@4YKgol8{gxeFF!w9)9;yu-XdFWA8WjNFYsF%5BWOMyXJAy z0gs+q&^|z{FN8t9NdKCj-8Ah+j|TeC9teX!!{-x*$9Ij$eze5Ra2@CG`g9wsN4BE>RUkjtzxO;jt}G4w zG478EgT5ergn2zHQ9VM!(9s?23HhIBv}ud!1t-WKP`-ruejzdV!kh7bv>=~DekMlW zntpe!C-)zT>DMP0nVbUt;e3Q4e?tByKD||{JL4$S8>zi1C}rK&UvOUw{X^o9%ula& z)NuI{=KgVmLR+T|)rJ4Dko;f%VU%`3Zym zI_VupGxjtni-v2em8Qp?Hvt{~ay z#=`7OU#Kske@q^B=y1U*3D8fJ2Vsye;fY?uBSLj~zMs6rZozy5X_!y^e!hU=Z4w4Z zFSY}{s2|i0_DSPmJM7m{Uz01|n%;eX0Q!sHKNlq5?`-cT90~f1`4M5B|8EREU)puA zDbK$)7MEY2c}(OlP=5)-dXS$R?@84s_)diLWt8W}zc$|vwC#ra9@4`weGgfXA{Es3 zak?kO6MR0!-T2I8pQW(>#rz{>Z||jV|4xGUz0jUhD#vCi=NrO$5N`_X_i6ScdHBCF z_9qPQSK<5&)BijKo09u$&P@qcH6?logFaLLwqX$~EKPYnoT}zkouRA@_K4#%%Hk%NR7-{CZ|Xfj|8Trizim+~%2xCIBX#BJ3Dv9SfqnK8%P%#dMB@CGy>MR!<&)Zw z;yF?J62up@Plj3iV0bk3-`u5fSL=sCAV2iqn@xWG?qre+^CN#Y@0#7g?L{!mkNi!u zO?mCE`We=X;}Zt{N*aC$Ijb0`Cvd^XsoIU+_K?{?r`Mot_s88FhrFk279#WWvbexAWF z)7NzMTk{7k(}Q>_eqUKY7|z4{i{+c{U-xD3bW@-Y^(TFaOpejb5j=n0`oU^cuF6pO ze?7*Jtsg5R-Ya#4_2T-sHd-3p&l>~&5ABCA_*az2*6;VTqM|!NfAm+|TJ6uR>#>2K zZ*Q-Sekpy+720vXmmyQ@*mLlcu`=oIdFh2t)pa`p)oXqA%l<7|A>~`Y+SC6DoRN2hY3q70vrIR7bR*NB-_t39qeN zc24RJ@pu37zty!Nqj-GWUtDK5zu!6VpUCe6rtkNZCHcbr5VXew;lGDHyC4MpMgAXH z-MlaTg$vv#!~OVyoxeVoPCmxoUl-(#-d^wLaZpNw>?3#btlTU!ZO*?uoj!v?qdUTV zD4dTl$Q#$g+Ua|Xg1qeT1^0H{Qa?ogi(&SDN8VHAlfoP^j`UBw%GJd@syWJRf23 zfB1e0!&wnlyu3NEXXmcCE(l|J$}{pKcmKN06Y;vm=+n4ApfZG>O@POxs3=I=usohz@uP-hIt z3&%eiIdalK*ek{h!cz3VK|$H%7UkQ)y6`-%uPl1#XU}gFfd4pOS>l{d!xF{< zzffLf=^Oqy%@%#%4(Tl`ap*Jduju_nq_^yK*ZZXlY#edRw}8Ij{HL1U7aM3a%G37=1*d-W`TjV;1ndXvM+_Ix z`Ur#mqJJXH>;0@h%l`?(c_Hc->(BI!;fVI_@c$NEZ@FPwq?F1Eh^P2``H;IaBM+Pb zeM5PdTW7?C>ZpT$Qva~?&RJasg1%sTMbEE2n+JB|^_z+m`x^y&3l&*BtH>+av@W1G z)YEYMiu3)y4|w{CeSc9(e>L zXD%7}K)o90C(P^Fr%#;wnH@b7=0pAwhWp(p55kb|5pG(Zy2SH4_*2Xm&gdGJS0r8q ze~#^E<||&`{zeM;i}Rf+_8MH-SPk=`{+ta>(|yx;2>b!!N{3DT?igjk`4Q?X!=dzi zWx6onVX!28{}1)CG9!J(k<>nXJ%qVFpSw^p_EJC)=pXX$yn{~DfWdCuKc1h|)ZgQ* zs2(o<9w~g`l?med4U3{*CWDT)3CpMZu&I z-Zw(~WcVxV|5oS4r4KeBKa|(S(E|BJu~}R{E;_5VuKg7b`5p4};+%~Ebyrj&pV1S? zE5e|Un12%n`@r)=h6^Zu5QhJ?B7ZN2Wp}#tVj{fn?1y?+B4Lj#p9R+*9^<0`Vcy;&0PO?sPU+L1P8VAQM zhoC-(@q#eymymy~o#{uF)kELLi9ZZ4>!&n1YK@dN z&37fvahF%mK74;tGdggr=iM6Eui^O|VOS6HpD@&0P#+mSK>Q%gz6U9&33wZ3rKk$^ zGNk{ihFYX%tu)kUkiM%L_172MJOKHjKPC+FL49SI)guY>`@2`q8~FFIJ*T=^;)9sK zgu(uf{fmJgc>cipv-blSrthT-7-sM5vhmpa;MZleOEfAr13!@d>wPB+HGA{~d36=f zM_A$_YoGn0$Mr2Uz+O;4t``sfDd-Rb^cY}&#Nh96e@X2?Kk|z(*nhj{|NnSk|ETZR zpS(@H*|m(z^TygI-?a~|fd4_Gf4i}zDK|RbpTEy?OK$#xw|)A6y`ui#n(8s*bl+6& zuWm)E#JuRgTA`8Tdn@kZ1D8pndN8GKHZ6%Y4`SzGT&d_X>F6!a}eFnKzpmT-JW;$j638* zgh#ZT>}?Rr$E#i3tL5a3iT}fCb$iP^z5zdQ{942i?+ITkzK|tx6Z{{_qxNx>Msw_D z{=VG{=NKhTG`8Y^7wJ@SWCo>^@Bj4@cDbMPQA|< zvJ>_bC=bH?e$ahYxpnsHoq@kN-u*Sd?q1#35$df-&;5j7GavO+P`E()bpKO+=

        zfq&E=u{^Vn2eS%B1grFh`}yb}2*dcuU&2riM0y@1UR2hdWdQF3pgul0p)!2n`x>|} zg7(fZ`<}ytwhoPZZ+8d%NBw@dDbU%_&yxGMhdZbJH%Vcp6x;tXoJs3>cqM<&`si+; z-#9*Dupb%^+rj>jf2=>t-yhzXX0RspBag3-2Ipl){yh%o56G`afrW0X%;)iX{A11F zt2!5hpk9vad#oRC>@K(u`3H{wi?y@&CF;`ibv_Tsg7q2V zc!+uZunRDd zJ@<3}@ND^Zy|z956j=PI*9bZ^B6SfYp)DUjt6PG-;(RZf#z=mD z+6(AM{dlQWXJDjP5BiMxI>YpRW&vT)S6mNaHTM1j>(A={uk_aI@4ll8=cPFRD z-I_zWd(DP@bKIC@F1ADa=>&q*|uwK1?G1w30C)5t- zh3J0>gMY;HGxj|F4?#c}>>cAPd%l3p|4X*xwly+5zj=k2`@dH$M%jA7qVKDrJ~BLq z@SDE#lvWNmh5QBA^TzbN<*uJDaK1!%QO(}aA-UiWQGRbW{dHP4atHV`JP#lY&tpEp zFw2JtgT3SY3^V`rX0z(E@}M;kPcVMG`P?gU*h3faPdMLOt-n2X4+w<$aKA(tzR!dD zK^XEY^j~k6p6Tb;Wh&e!LHge&*7ls9BD%d!?G=U=DmMpl|N0g&kJk;#VOv)ZTm;xy zEWd^Y^NrnNOTZuCd<|=-3!8_YfczElJGoHjJiCvue?k3wXWaSRx5ItG{&Bu{<9BK7 z?X&^-kMz8&xT$8{Jp|-~{2~nb2>KI-+54V^f9Rx<5TqDpC z5tj3O;k=Zv?XZ~KR}WbZNQ{Vh%e}G2!np%{GXP-tSMgT1OBU*SpI}%-H9H;U~fdv zUWd7|ul;!arg3O{{O$noz%!oGPA= z;dJsRgu(uh9>Ut>M*%;Pe_#A=-8rJQ z1munKY0`|j_rN8J$LFT*t+n4*i~gsI`rb6?>)=22qVpf*U(?)(88;7!zGsBvH^n^f z|1DnhzhkU75Qh5}C{Ko&zhRi&4{TcXWm@*}yP%&mA7U7faQu|a$nkFSDr~;{M>A5K z!r(pu=5I}i;eIa7hnU}Aqjrc_$REPM9~@thl(x>pbRgIRwiAZE{ zFKC#r`h2}4_-B--;G0|MUHuHMPlA>X_f^*ShWT)O;gmy>GDQc#evw~ajW&)Lo}d-O~4~STCxvkY&?*INI%z9>*s|osp>m>~JB(yKq&f+J->^|q8 z3ah1EA_~F(AirBA@>6F#Tm$?;duZuq>-}V=!u<VJ1nn>{$40m zaN6>t;wac}h~*`eI#TqjV0;|dqu3t_rTdN%e7~#>^do)J!*kXh-Vz1*81|Q*?oe7E z?4i(=u*`tkgX?|ofPIMdO-LB#Z--g_%-hMoGR*9WVOC!d%2;oo=pns>*^f}BGPm_Y zw_Z9R9vF!Bz*UHCS1AWB#A@{@nw zW$PcM2T<=2`wt<*1JM423bMx%H+?8qtEK)50XO=7=%NAn81k1e=&Lw?5)uagE{?B4 zMem8(rbmWLIubt#Lq3G_E3V$8+uKYB@=3xwO%^vUTnYXi<)L_Y&bWCNUm?Fi`WdGB zmr(K1{OxDFG-Y_iw8p0N8WcOhHi#@ zMZCXanAPVQhWsDrQ#1NHG(ABH_%F`Kg=zxFTHl6ee0}P+jppu0Bw&6cQGO;=&-MCz z<;`mtANfld^cBZbZ%7Oprgs3I$Mz1ZZ(e^P^&0#I@~cB>eOp6Ws^TlsFAc@(Mbh&% zKp${@8bcO5+pMh)^*xl2hPCO+<=4z$K5C!YcI$-20q&nP5X1LGs6XMS#2<|f6B6Iv zeh2GCdKjkjTA@Zp;n{2boFJbT$6tnFJ=7oD!M<^Q)L&6_0xsf*#-VrWiR;I5{%gEA zcFnxw6}de`k7iJwwv_v7md^<_w@O-B4m44r^FyKL7wv^L4@B=jisPNIqf+@N(-zVD zv$&p)u7yjL?N_q>wyg-Z(-Nr(u#dBQ9oVD0RFBEz7M;{B7bYvgf>vj-9&p3(UET{lF@?1b}c zlwViEn(f=Uf9f{;fK2!q1MnZH4}@7hE@bWWJt2lc-;n>^f~ThBeV)nA(}dj?teCa1 zq(r&5RHB$)gkgQ+^Fh`Q^&wm@YmX#(5r*|6{j8nEtL`cdH|pZ=1AXFphLAAW8~Q8O z&hiP?UO@cnKH)&i*IAc=Uub{bSE@buy09zkH<6z`#`Ma2^}Yjq4;A&Thg;x(hrSCz zTQ-Z=Lm2EKz8&t3=dVK6eXfJ+<5W;4|Z8$CJJE$m|u7 zZG0ExFV4?}4AcF2hGGAX&-d)SVxiTw?lM#l5%%nExwBlW1CO^o`&LSwnj!k1CCa0x z-wB2H4=?fjsplp^kkb9$Y(FRL`679g?(pO6dr}O8{vbble!J3b@0UjkC1n2$A0>Kp z#`^D5cO4D+C+1@e_n`GKyp^6O4E`PUfnoZ7uTbYeKj(n#P{@za-WjIvs|a;2k54q} zaa7?GYk!^p{^1u1*#_dLuGQ)fBWF9peQ%^+?~u0b-S}YmUlH1qerN5Ni=pbEZ^$2g zOFa+0-ABMbQG4L%TRM(4@ck|1w|+=p?M2OXkWW#2?u;dWB%FZXXfOJA-z0pwVGHZ; zCDtFppkJ7u_ZocIYKB@8#3Rgy7^d@hVXpwEtoe2~c|OqVKbdK|1;4>R;re@BymWBB zvlQfGxSrlRBc4g@<@I1;?~jrdLx1jo@iAT*$eygsm+^!CNWX!xa?$8ByFnk2UW0iP z+&1ji;`(Y3b$R}V)x+TZEnFXA=#S6$2^=bEDHWqY@3RT}tlDW<^z1SCd$i9!2Ylc5 zez%q9AARoBuIupi0n{6DzCLx|j6a7jluaOeG;}u@^4BFF{444^VIGeSU)pHis(GbG z-wP5NX)S*=RN^?;kGYt?gkk?9t{<~@$j8xtv;Ot89>U-sk$*-5ho^RH{s8x7`r>$q zAzq^XvUaL}2??`$htOzU^puz5O2Pkk!RHZ!zF~Z1?R35q z_tXyg4C)ITkLBn6=JZ?;9~le$!uEbkSM6QV1`>$~|l4_d{ z_J#5quu3BP)Oux*m$)7zB+U0i1HNDH{5vFBHI()L{iy!zjPsyh^!(rZ58w5CBh!Vj ziG9X+zY`5S-kBbi`OkN^=zHa;&t}$93hS0`f_wn^MHuW8$1{8Kpr}r9JWi$8-aXnsWF>e0KfW@NxAIGy;;JW`zx+9#Y5q@>?t4g0};6L?84Dv^RU_qG9 z%Y_ynR5}<&q^Z1;MEhp=Bi>J7?Ogv@JN?g#wFCcAAE_PWi}VckI^FH|n}I+-`kTQU zCXANVpUCS4gLlgOdGN*n@`Zt7c@c*G=ua3WRX^4`L>2|EdLkqJ0i-9khOR zU=f_J;`~Dl1`jTr8w&d=T>p?^$185gtp@$VctDt)&k70ie1WyI{pFD39hI+l3kQ8g z`C4{==$>%W9r)c2gTKQ0Ep;cjrb{kjD$F9!ZwZ zpX4es|7+c$zmH3W8oV!q^0hXpy>@l<1fU=7(>nQ6$JN_zb9=N&?LF=51^&Njp-uW{ zlMC@fVf{$&Q0*Q+l(()0`qAEpPBS+CPktKrH$$(ct>|EL3H&9-Z(GHW4K}W#`<7_$ zg!z8Yws(igmyP{_-a%si66X1#?T`l}zwHv;$DWPth+#j0@tWGf|6{#{F!&p^AHuvI z$NIDUkM*bf(?W)s{WE-k^uu=OW#u=WQh^?n4`En8@{=&+XUH$xyxWQ4ms-Ie5I+#Z z_Zq0Z?bcq;HJ221$X^UsHMV%>c@fr+`!B-4AMyP{Az|=W7(ZEmEgGLN$QSpotex(I z^5^Nk9mAl%sQ<$|EX=;WCIsY#>lxl@bIbPtQ&=zIm2Rq@#@2wTfAQGn2079DndtBA z#vQkopV$TNhoijhPTz1{+Tn`o7s)KK{0Kw5`}r@1derN7xIiMm9X6H_pJxf_d5F)0 z+qLJAeNsDo9|!qO80yt%FKqsh_Vn@n=Lo5opCOx!!N1^oMwpH7d`G(w{1dK+Fy{|z zXZ~`;{F}=xMvhTkLHx0oA9gNVV+-_0dD~B1d@@JkC-`H`X9%l(W&N=o@||}5;ryKN zX?^!<%?s>2U1)!%LCd`BMlKKg2O5Wm?l$82r2XqB5h>L>K%Zzn#NaPcehxiq`vo@n zNHP6&7}4y@ z{GfJ-XUI>6Sv+Hy?dKgTJZCRmWzXx|4mam|*ty7p{E;6Hx13d!;tb&a2g=vsVVAB+ zSDYYz*ogImFxW%Cc9_+pS^vq5ANV}fLumap9;^2{G^iL}JKYQX4f<2UJYN_YVxVx@ zU_aECkUmG%pRWz%uR#8Q`KjZDf+(E@wh(^|#Pm4cTjHrHcN*dw#!JVBUOkRTeTMu8 z$0rQ>g7RXR>6?>s{Lrj(ZIGX1d~h<^x36FA3Xq5R{R1Iks7D}w2!s8hJu^)2^RoWD z-r{67X`5Yd6`ns3=J})3wEl^OefIEtg)p4&qkIX2ebao!`+kidF}j-%S70(;Ch|wCOPf6d=J)x`c0Uf z?+M2^^}DgeLkRkdUi=l_PPYq9%M!ZBMN zMPpbF1B zh@U46_KEyscqj2=+})IzhEr2Pf3V#pL~+g78Y!x z#zN2s>W`S$L#dt1)Adl*t8+I>z#kxeuD8@8);qUBdv7s)gn54G+Ok*Mz-t|}qkS{{ zisJA1PG1{lg!feXM)Z##XZie~b12-uMf)0GnKWkGICH3<;C$n2Ele-WFIN;S;{wzMk9-{6l%UJuXtYSz6A|cL=llS3A1OIx#eIMixVQ#r#byEhD983v0%c}<%7vGDbo ze2AZ@|DILbUVJUw1Nj%>M^=6wBZq>$;q#t|L7s>wn_WE^yW%CZ{*<-T`^rLw>HRmM zul=#ArYh0*`Y~VeJu+q6>55CBk4T^InTFWQs~REx625#b#5(T>(2w%=eYK>{wWAZn zJCvW_gkR?jAL&887WJJl$OrlD7nOMY^kN0@zl68vd^&iwGkkvq{huFU6PnNO<(q`7 zbF;y|aDM;piONk6W^?)Zo5>~bX>kI2aR24+e4wplTM6WAIG+DRjr-p{2J-Vr|G3~U zGoQ3^dS{-lOqPD44EY<%XXcG}0hV#1?=K>Kv(6S-Ik}47FT(bKxwjm&d>(Up0y5`} zj?6s;|8qk62*dvx@cDr1w+`3)tODj>d!W+f|I%j2bA1Wi?j4Z&caHK8@*jbBTt=L4 zu>$#`KFoIgArvG=Lj4TwVUEW_4Lw(NuFrE;72P{_cQ<^03df&waMTMM7cukQfJ z4{(1v_u2Z#J|SJyuTcMBot&c?uNy#q$j{(jmY4Q8PUHDZ@buV8SJKLq*!dh`;6Khs z7|s{kVeSut3qSXFdXfqHK;xfvKX-a+s(Li>Gem!XgW;@Ra6d3!Y(EUM^CQBrKgRJx zCVQwKOZm&s7edNv6Z`cX0QQLO^Jb5BUC`+j=kL7Y{MtMH%s@ZTJ_vJp5a#Qd_v`#! zm%-1#{!za3*VNr;uo(#F`+8#f2y^>e(B+%9dwvD?&kHJrv&WXah5Z7`bHS}1Gk+XS zkTmW}g&p9}6`SJ`Y-y z$ImMk&MfO^UcLZma9;AHmyBjKW9+m@LgeG2{?{oA5F@h!5Obs_)6^$~{oG5)i5b{@5;u*zlH zRnhlZP#+ha-gsl@rB~1&^9{lf--teJ=jSQZ4*Y5NJkNi_4eK?XPm0b5M~U@?F!&d= zUxrz|B|Py(`G++Y&>z&-#1p;Qe7--_q+3^Rf?J;rrWVrH@nx_bCPa!FIx2-phVkn#9(*Lq3b`%XQ0k z4Edo7;}cGq*j3r*20!mxo@x?%%2yin1Lt49YwCq2pGhD;j4y=2AECYx=KHbbC;G}1 zb{6RqjvqaAi%w2!EyPd4BXwLQeHTN04xf)c5;tRsg6KS++V7}))sM*J`EK-M-BH!E zHp2cL`4inN`?Yq7==P zXZ@6=^Vs)3g)s-N4Q+a9p+^5F5yqUbiv0X-56BbgiMi_KFoj|g`kkmwaQ82lCL zPb^~CU$$%K`X1}JWsPgwFCJeQX7#sNpEF0-x|VZ)9J{o>=uof?yN@i4t=idpf8HaQ zAM3A#VSdbaS^F+V5B3Lr#`UpwR(~R_97OV9nCSyy6?T7twX^s_n4i}WhWrKXE%v#c z-xHxVyl;y8^A(!27cbq@8T1v~R|KBWiVM?%dJpQuiX(P|uI3Dd{Rr}J#pP1Fm4vi^#2}we&xp{L8|+s;l2azpH`*6o?C1ny5Aow z)!?*$iuAsNkTA#}*O&NiO4v%RzkpHy8Qx6sJ@L=^)t~!obN{@-`|pCF z#%~~h^jC!8`=Tg6!rWi8_VvUM_WUFoe?xGTez!(D@E^#p4NGo*m~Ema-$4A`kYi~5 z?EP2HZ^B%E34^{Nf0E372G^-oLx0qlqz2PvS6BOTf0XQ^dGn(CcAkGG?+CQrdRdwC zEBVNX36|-{fPT!+2y=h9(LU$v-+nTRrbK^Ak@B5oMb4lLST!oZd|vKaEe$6MYXH<+Z8otY4DcCct<< zmoVHX#PL&C%(l8Y%9q<`>e>3q);C@Pf2sYo_w!w=-tc@zV;^#2yj7t)*jPN~I--p9rDY_-unb#j~mudi*L zGwgWHnTHT>@Vu5`c7Kmyb{;|)>a#fi*0t)c#hXO;xl#YOp3sUvIL1+>mE^m%ZK{&> z_zY-Aer=16=sUvZm24nAzb!Rx&AWFpFh7pRupZgNb`|4+?x$kGUcQR?MHuuw@?Q-0 zjr9*|hkO|2&z`R(`4WbF0p-E^yApp`J3DV;&u7y5wi_-hy&?G+{5A4>`*8PVTU3tm z{qT0LN;_BmdhQRmC$CeoUYq+roIW@CWYj#c7u2`ykFSPYs%!!MNB$57`#^pWhWl|S zKf-)JwEgW2nUS5XAb-Sso-n*WK;vUOw?}FR{iE?dxR*aU{R#Mq{Kze z82F3w&3NwbYb%=w-v>Z?3G??EGNmq<4G(z0{TpGhADoXc_pg~jo>4&eM?p4Cm7LStpbO-yI(-OaGq|X4TpySe-ct>&5kDJ?%ET-GSvr1II|z(s})kL$NaP-PM6UYQHx(d9+kH`@fye5(X}Q z`(<5-9}Ls`!NQ%hwv?)e_5^xy{W~iU6kQE?s>bs5ox=Wp;cgE=KhWP2hW!ur-xc)3 z^jdQguV?Rys_wQctpmhQ zJm<9|$cx59%-i=!>ddv7aTEB1_C%Q5>z<`ak8+Hbfj_|e8VqZZKP1fKYmR5tla!9- zlF~F^PI;GKJ11y@ypW$cSC480A2j z%WhB(fc=8 zFCq-~fb`@VE48$pD^@>5`bn7QBe~UC9e31rhx=IAKd+}_^+I0>g)T&I-aT{E5d&Xw z|CjgfbjA03^LYHsciN;JHE0Id6F#56-!a^O{RhxDtWOe#=P|z}4Em1#oiNnzkspL% zzuOM;{Y!q`#w59oRq(zR+Dn1gykLt{`yl_s`3gc0Ei^dq2=N)|DKx&PVp6UH`iuNz zcr)pH;qZ4)jQeMC|5WIjZ5Ura0{DsXm@to5g+aZo4O^99JxD*plSuyv^ZI9DMDTg3 z&P5eHy7Y`iYyuLwiFh5Tih z#edeH)f*UQ^`er(J+(DALg4-%zTe1jHp4ID-Mc7hT!ipzc?IQ(z-0BJLLC-PyCjV@fUsH3He*!M4t4rQkdY{q0f39~a{0sDu7v|D*k!1dFGB0{caNGCcGDwNGk~xj#P|5z;z4 zz8L67ejQEyZ&p-vl&T@?j~M(duJ35|bF~PQu9E4JdSdw#278;-4rkK)5Ul+P*#moi z8_A0>)Q7Mh#rk_t{><9xf9pbq>3d=vPbT|g&oh5W81x(Y&7NoZ+T_8)(Db#nOo8|wL}kLQ+F zo#>TT0Q(En2ZmXF?OgNnS%GVc;eHs>OBnnaj(0vFq4?6uNkA{oe|~SJ`O@h@;Qukd zIA6KJ;@%xi&`)f?xY$Qv8E_W-sexD@2}3;y*LQKb`rH>K7M$M~%l91Gy4wiiktOy= z4E*f-F9v$heyKn3lji#^_kHHL5`I7WlH+hv` zlCL*jY2fjvN`Bt^3W zyxFA6;zgBB$GrJ+6Z!qYs*TE{O+$}ze_M6HM0-GsF{}^c&*k$iYsZdV#qFuV` zg((ovQ6ANy^}AHJ-{bjK_44e=CuiRWej`7wOdnPA_@^YqL)5P;i;EAgIa>(y)r$E^ znAhhC!~Pt{zfxYU^vFmC?jPXuHN8vy8hxGF_s@hihS?S8?pg5tD`C(_oS(I`^TQfD zZ|UU04IH+#g-r82QX%@#}$TJs^F!tt-YR15zW*djyU zR}|jJ$ai|*=`-*T+iw)w|Cn~}KUfdivRqSd1L>ZuS*^5 z!uF{TA^p7hQK{5^T0Go0MSH(>t9)?VnMB|x%9AkPk2AcL=DV#d{Ql*d==<~7|Mp9} z#eaQgf&L&r?`ZD{m-cD|eL;HeglWsYJ2V!w3;W-B(P!_Syd3!cDb~{ogFWN(wd!e( z);)Uge57{7ZG$(@MEAw1-Pb5B>bwH%pOF8x$9#Nj6t01OpncsvKg_Aa<-Q7a)c>B} zp3xd_I&*)2e_-u{aO*aHzC{@5L4Mu;_CBL`x3#eU8z8m^!mvK{XRLict%qTz&-Ysu z3hc@rbN}3ckVrB=F9K?_kPXu%$zyaqm~r`VsqkG4@V_ocVt z>dCPSWFOP>F9YVPVWdFBNUq=0YdGMC=v11qb{{O4ti#i{<i*~xG=0>qzm{n zT#r@%>`)+?&;UqKlBGt&R2$K|Zu+uneG!RHBse9<1>44GZ=rUl z4*_=fV_-abe|L|bNjufRU*LS+AO`zJdAzBZp76yhip&44RnJ{%9j$;Ke4b&tZ?*Yt zy06c)%z@xP7mMdh81x(Mk1)s+`AL}PhwOQ_ey=fonLcUf+TiUE3 zf5h?Y-Gk(Z9!iJvzgSqdt}z`#prupVtv-T8vLmN&L1&+zmD;+fiSD*GtAD5 zeYD?k;ihm5*Vj*Kp+B~_)X9Vpy`TICbYFRI2GEQA_^hSUa^Jcf?z2Vtd>)mwKenJ0 z{6CKOc}i=?cvN5R3tn2CJi_BMVZPpPbm=Df=wcwm5B%PiFwc(~x8Im@YrZAKbL_uy z|K*)eihA&P*7$MH{Y9>#^94u`VXzOJ|CcUg0w?4MzlAAXHf{7@EX!|yBldg{Qf1;#bp-oAccZYcMB39MJ>eZusAw9TxY z#iwr;J|jlxj{*8{{BP&C#aX0Rzc1hr;rLCvU7bAAFF<_~`){^NI`*x87~CI%{B5=$`SPBU4Ch~SOo!h^-sAXsL7@3- zXGP>4@bCD2Bw?N(G0frtd!Fs@2u9RiH?R*-c|-nHn4qX_an%p>1L+Z789m~^8xjz& zQGXcj#GV&?a}w6Bh4mEX>q5l9Z=}CP_qNB(C5C+eq@{n_wV~7c0ex7HBh2@6TNX5} z8dPb@*DEcN3--lGRe^pZzgiCDjI2!V3i%E4moWGv8t;YF*p7h>ps%PuEr_{4ZymQb zXxvLZIG=>=tuuCIocQhr{6zh14RQ7ERH6s^hVpHFSY6a1w2u_iukYiu?VU}2Ks>|z z<9p!G{3F-*@cf=IU#~Ds_o+7%hWrZo`~Ab{J6~4+?>xhI!Kq@e7*T$R@sKb-&qo;a zAK!25_RBLOPjr8bnb`jk=J`Y0(4wjOzefN+kY8<+>&t2`DR<~X@uBUTo~cf+USRKN zzdtMuUzPTagL(?~|HIn7E#X}>$OH4AACt|zp3eIY{K9zrGf&KS$JM{9gTz=Mz7#UTt16;|Ay-#xue|KYp)G81x7A?LX() zE&(yN(2n%}ccAco4qQ$}|3B8;-e=0g`ByAJe^7r3!+9E%KVg1elQ6f(Up-5uj^v2` z?-=<*7~%`g_ty!JPv5i_@ci#rd+zp&X-m03{v9@R;56kVem?VeT-~SDOIj5=)BC^g zziu;j6V-E2pBQG}C;hH}=jB>21^mMK{W*K>m07`w4hN8afrQ2?=@%=902aS5keGU~ zTS!L@us1P%0!iJ&{wiHULB8Vm1(H$Pfz|u1!Jmlzl|X9bkMNoa6QAY zqzv&xq3@-MkJO4mp2!b{S0l4}MnuARC~v~d{|OY@jrW~RdI0=E{wn&9%$Pdu8$2)e zuL6e4Nq$N(R>y@YP0YUtlp32Bo*z06>iZsIdI>{)8|9jvU9zHcS8SY4-C`(q<}D6 zuLwF-EPdu`dkCIK`Z~SO^*ORjbe}8Iqc*_Ybx?r|b;>4~+e*uTL0Yw5C5h|07V3-|AJm{xqxi3Dl2z{+wJa z$|uC}OQ7ClKdDf6D&+IXe}>P}{5nt0ADmUK4fcTjcV6e;u;5Gue2;>}e)TbVYc#rzf#o>A3Srs3)-y-PR$Hwog+)h}(;PYK=wB}oV-No{IK{s8^-BrSg zus%fk8K(U#LAMCY7rTcPv3ii8+wSGFiVK6l{>AwS!*HGx`O~e^+H548&-JBvKp5&5 z;`6uy!l0ixUU$20CfEJESpFmEKG*x!!Y&!Ge#QQK^t%_aWn2d?{~q-TXZn}*hj@eh z(G+S;thjvu_<{WqX7zUg!!@MOJ;RDt`9FKd@&!T9i(8I=_5NRfy=;d;f#^NVSDfz% z2($YJ1iie69-aO~^#9|?&t6GQrw3N8VCy4+mhYE!4OUOsdRd@VFtvT0eXb1M7b?*D z7WB6VMGdJ*H{pF6uVH!R1J4J$S;OzKUUDYL+S5pqdP%9hw|#J;<`_}>wfruT%@n} z@j0WcO0qgmX6;w=r-TTcV7)$AOiypbP>&JszX*EQKG$-&vjF^+xZWnvQB8FTw-o)K zCC*1@!-!>e!Vu0+o$b+G9i^S*%}8E4J9M-snqQOuLgVRN3Rl1BZVmE8`gA^an0s&I z3U+=)psT3Y)k&@&=sWUHcjB-PFXo#|SYogE;fHnSw5p1Z!edo+y&%= z{p+U9$uIm71^y5F>$6Pn*|D)ZL4UEGFw~c@KfPmz{|wyQAM6R+^|Ed_T24p;dQtv* zr>)!eQw1W519t@Tm zcn97nVdrTD2C>r%m1o%j|ET?y+HlzkE5RS5{0sxlv}e3dm56~8WbhLZ=K4vPows4_ zFn^qn;TA^|^_+c>ZxKFlxu76?G31jtf5RL1`elCeh4V{DuVKyjsLy7$Y<(**>X8(< ztvCNa3WnMKkHEIMPcP40ZBXP)&3e&h4~x_+HJ_D^@nhcMsicX-HEhnJdg|2gU(!}09-%h&oR zd(8uV!T$Rp2LFrnFr3Gpe`f4|b>}>;zh;5sX8x@4g7rC$Z#GA=w|({(@LxE8v$SUl zeQivjUW)uNySFwypjh<(8}xkp-S4$VCm#Q*1sFU<$_I}jJ)rYTY!2e?)e+I_XZt3{@Aj}8p8F=vg;3~TY zz~c3_V32;P)0tu3;4iViL6a2j*fuxu`3~}*HSTzb3y*(;mZy)nHLMEmH>2kfgFJCO zi*uje=ll}ge}MXL**#~d%AG%;PdGlq%)eL;?~ya3$_d^_`?j1K7WioWXNX5r#P&iM z;y2n0VUR!SgXOLsAA8N8!2KIxZr_$aqMo>Z84C2EJ`a}F^R_YS2K6h{XREpSIn7gt z@c3wb^`YFH;q&==mN4gs_491|$?-kFK2hE_qYwOdO6dyFhy1WPwaRo%w={0Qwkx{& zJiKoL@ytX#AHuLcMt(5dO!Tqmss1M*%lub=e?dT)?e`1p7F{1PXow%2FT?o^dH3YRo-s*EnMCi9_K6Epn-W>QP%w0) z#g%8BP37Lx^Ft?Bw#i0TK|X@-4_%a|f1qCzJ0C7!n9e&1hVHrCsa7Ef>S7kzJn`encH{e^4;5&x~l&l6_%5ef){{o(lb$LCiDSD8S)1@+PXxs+8^ z@Mg#_N8$U3q5r;rV~9_XIBk%f-=pdHDXt2KECU zfc#M32*Z9b>JMwrBkZ7U;kQ3K8R$X!3A6nLfrG;f$4;YufIZ>*nK0-d_V3`Pb8gjs z(fvk*-}oeLs+9wK$MGEMBo^;7IS2E{{zpi747(Lq1^<7C&pYZL`gZo?A0F=<12Z0V zHfVtPBmW)uSYA4CTNmbo?>oMlToqHi4&;IK5N79v1Pn9#bL#r;d1?Q(kZ)msPJ>*= zxIBEs^9v{YjrTMMYx4O!ZS56(($x&&E84r$E2DPbJ=r{7jnYq7*1r}7{uuf1Vio(g zP0|wlEzZ})?O>_4R1>!!mpPUX`!rgy`}72(t;2r{y>`QV@p*>nypCY>`U__YwWdM- ziuyA;a-#Z}%x>VH48;0E80f)#mN57Wq=zt!Pk3kR+Gp!Ffqmk9M!z{)(l~q?@DKf; ztGxS%qBPNcM)*8o_Wg>$)kw+t>4n~$--Kbl*q^KK$pHgLiu^m~|E|-Y^hi;C7 zUp_r%MgFpd3QjSK2;Jp92Nx*Q|0xJOriIkaTu=@96VAsY@S;wp|4{h9E0m|l zW2YG&rn}kqBm%;qUnn2K5Wi5~9v>55SI_nY{igQ+-ZtcyzvK0vaT0=2N&ZO?A5b61 z**~^A-RcGY3*|K~a%sR4`2e6F`74+JLoI&n=tr4oDX}S**kll z#p7`W(s6sOuglFN`x-wi#W!r<6tEAZf4tj~6@C)#-2MrJz9aqP=gTHX?QsJ7kpA)U zfhPU5jTBkD8-L@GR-IKm)I-GkCj!C{Pcc8A5U`{6qnlOB?hW&Y7Y%4$E*8=q^ls{pv ze_p-ab{Ago1p58N`oyrOgxlX3@=?pbG5D*#e`8pGp+BVefgbd4tiRnPKh~Z?`b8Mx zFVf5KM20#olL*Ne!cj93c*CDh~VC5Z8|c4 zIdQYv{#E5q!M|gF6Zb~j70g(zLi@*piRZ4pP%xB+`T^2QSgHq&H}TQzmD}$xg8dX6 zpD_3X>~B)wbREy1kKlep%qJ!-=<%_CoI0$pu|LAxzfL-kYuuhS81z?sK1VM+a|)y-H0bFZh7{Bmevm^Y!M`k@`04ZXD+8O~SmsGBr50 z>yt&I^BySQsV7^MWOlhi{6P6ly_BL}`}!2yzZdwgE!tPM!W`(w=L1eo4azp?)UglV zS1Xvd;M!c(Zzmw$A-&VGSI_G%e@n52`U`Xk8Kyo+2>OTlIbrAz*Y||MzvB8oaIF6Y z$(2r!U!pw_hWVj9Svy+~66W>Tz!|~HDNBw4|LA$bbl;JH+JXNxKDL9sBK_=ry01_W z7*{Xv*4UTJk1+QSghBqOFATH&-M|xSn|`|IfqkKW47`|FowaZYjF0>z4EXA3jf* z*PB>7t6xr6J3qnWr|AC@QNIbZ^ZtVA>gqpzVnz7^_1Cxjsddg;sGs9}r;iO@_s;J) z?4Qy2k3Q;-8>7z7Hwc1zB`SW|o(cAd?+07FeRZf^^#8pm@8DIplaEP#S2iPg1s}R< zdt$ej>=Wug_}aalr8}O&`}BO-{l8hj5rb`iqdEcKs5iheN#v^AE!CJq6l#h~v-7hmY&wd89ui_THtbaiafgMtOxK zc9i!DTll~B}4h+br06VIW|nFLYzTSS6=I*}F8q&=gHcJ+&E7 zzr^QfOOHKtq)oIxtRvU!W$e!j{-TD?@ zHc^Sy*XQI9*?7ZzC-@h%w>iHRXU1#wf_fGDm$@st9qTdpD~}g*KO|S*sVjqci19J3 z`xC3*hS4xzwD&NZ%Zj6)UjzD(e_?)hI=5n;0Y-U-ZE=^}&}0Pk;Cu+P^PPgQDwD-i z$_sdZ;gkBAr|Y@_efT`XOupd_kpnM{SBL(oy>VTId5ar-PxcRH|Fxnyz4{uCLWs&_K5i$VZL8GU!yGNw3@!0DfPENLegLT<1lz0>0cn{ z8&$n{GsF+fZwbSE(7svwM9K$QJN@6LfH2>0U*MR0#aE{{*b~l&VYdDz4El=lUht$( z)TE-%U@s{8)adcj)}cJg`5spB3S$ z+txQHK|DfzT9Lc(QKnT3>cnhM`jVS>A~Nf7MT{e^D>AVhjw6K>pPJ z$2+sQ%?$Dn8V@o1{#vkkVCbEbsfBRA3F_nKRo9%xggt@to%sIdYhA~0U4E6v=gnW< zm|4Y+1AmA56D{|A*+;WA5F9W*M2}JT*!OiaUtdIf%>JyRR|@qfTz?Q||F0xq?Q~xR z!w{d4p6Iya>&&~nf&a7nCY~R|pCsD<#vqT>e{equ|GzQNkNlzcA)Xoj-46FrqP?^J z>Hld2?0LEmkYV^f3HcLU_Cs}+@hZq?h+f1zpNOtincmbrf!DXTblAEi?F` z2_M%bG)R9S{bjg>`rp#KS9WPuxY9>jUv3EzT8?tl0(l#V>EANfXZx$wK0JPJsb1i^ z_i+*M7wL;pQA=)1p2hdq2=nzfVeY?U)TiduAC>0*IHu3RPP*D#!T;d=VsdM|G=>ah z-}?z-zPNUI8>R{SyV$<<+~vuGPM3i`p}xgR?SDBb@IB}|@|Q5IpQ&A0LUm1yGsH8r z_gKR8e~kjd@V&r4&qIGWzgVwWuY&FSAwFRK$1vUhB8UyGEIgGd`u>*QPu+iY^QJfNM~X#_@L$rtc>N zJLM8a_HY>k@lIc?UxfL2FV@cD+0Fn9iEY|R5Wld$odJR`dSDz5p0KcMFkgZ-oa?aVYg-l=*5G-}W$r{?Q&2``hK*I+hOlg#J1)ty^vB*O_o19?mc6?8d?7 z^DFpzKdHFdvUrw~{owkiE~4{1D36qLYnM5E z6x~mX^ry6(zWl+u0`wc_w@-cKvbOJ{^JO^RzO%1o>RrC@^S7xJHcE7R_MOv{`Z(|G zA~idHUL^IY{Pv^e*`WVe&mhd}jr;8%`Q=+U!Sgsi!_40j=Jg=LP>(|W-9JuQN7h7i zUR6iTFNWP|{Y4o3Bj$^QVScE8472(!!{wx3`=_kzQW1I=^nvI*H!FX-o9O!<tAl?+{uAc)(fv(^d)ItA3+HcQ;&7C?cuxyj(_-Im)xgU;ClmlKdpzxw8*kkDt7dK+As&j+_w2359}{(TC7p7 zbSuPv+@EEb)fdxZb5`wCnZWfsEqU+2iT0}?p5l0f!G91w=pS9L-74YPL4046APsSc zM35N#7>4mL{Efl>LjT5Kzm9)ns4rmrVEy$Xc@hSDMSclFvcLFY zX>Vmy;_vaesn4%u3VFTxghEbxkG%rmAKDvX=nwrJ!(}u+Vc;+FgSE5#=!DbVufeY~ zup>~G*tv&Ll zlrN?izaF>Guo3hf-_Ph@QX*?I80ftx<|kpO|L*@A!}@vIKX^aY2iWuMycWZ~@c*m@ ztp5bsuOtlh4gJ6SK;XPi1mS#P5uD*ZF5OW`cjg`DIEpXZ7}phwr74{!HoU z#jf>DAWxJ}rs|4z{W+Vszhaox*E6Tfp7yT$&d1A~vB7kt)q3C;<_B4QHy)ZDov+C9 z#Vnh755N63=J7OZ)0xb-)o;KaKa1%n4Ez#*UoBwm<)qK7o$g;??LaTehqW_*kX70E z(r;P9rJ&Nr&E7~A^zZe2=n~<)Qjaq6SU*`{@!U{ zr8%pgO#=Uk`p+=kPbnY_@e%1I%-7?ro$Z&LE-CC2`FtU)ztKJ!X6I=M^Zl1>xo7oP z&ozVoqCODj>yI3}IX{O_KgIPw$2oucizn&8KlBed?rjCl7i!`E@=*Q^)BOj6oTUNj zJ^V%W3DlQd=Z_Ifb4+0V_&#B%kNksqK1uDo-kIwa8oNc(75I<*&8_-AY{`v@@c$U7 zpSjhxTX$*|OVNEhf-{KSO)Z^Jv|3 zHzywK6Xlz?ySs5)^+F!M^4h9G*6tR4-;VM8+}_xO=k?xkdp?(YYU4T6=}_;({?8Su zpI!3bDmed-^UJsV`1bduS>Ug*J^#t2pz+pjaGo0R`RKA8=?4mdU;V}U&2TNzLm2b{ z={Hp{i z7q2ag@lV%>{ZrgeW|+z2Vp+LKUYIHPGn_ABK7N6B@9~ja+Zu?KjZ!umHhI|$6lQ3T&TrLh(lH0Dp^ZhFtD`5SF z`gNt-zE>|_)d0OHpDT}_KfcjJ^nEk#HxmYZKzR^`{0HeNoL*}g;G_lTKaifnuy`p8 zuX0{byBZ#0Fno!1$3}Yo>e5YdPj(pd^O9G0OJxLh^MmoQzpHsqRTPek?vqA*O~t1u z_pJuc*RMZa)a_V*8}1LU|ByFxb#jAviSi^2{sQ@TL-*Fi)wZJNvA-L0Cl-fxTLJx1 zJ7VyEIR6`$mc8lQX*XCcSG_N+FHt{l9x70Gh#n337>##XYFqEkdb}QR6EWz|KkYC++CQ~} zz0mv%dyTJMSPlGJg!3buNcFdygf+-t5SA?={bl&czZkL+ln=FYd$?Jcm}<6b5ZD*4 zmu{sdG>vfCEcKF}FVcS4W&fB6ex8~z*N39Xjmpbc7Q_2!KSc!&RoV_S`1u&Z+&+rR zw>t(EtpI&MeIpF<3dg@aZ11p*Q&z%xQsmd|-5-miqA$aF0Oa@W4;e>;qD1#kq5cu( z^?_p3KPeXdb^%8I7BB1n)b8?E_&*@b=Zh033)_8{0zJs@;%8sq+y1A|@treKM$h09 zAh!Oy^Py9$~0oB7aL>eV)7bb|wFw>YlDqbLBu;@aM>{dt>r+-^q*a z8^QS!=I3?ptA@JvzS#=vE2QuKHH$La`|y9sD24>%lXVh#^BNV7v`teI*R*N2H%HkN>58=SWQQPzC>j`>zbM^QjE8 z{Yt{%&vE=xrwPkcgU$mzXupI(e{j6gkfy87b4CBpiS=2+V2|jJ2!s71KN)8B$=+w@ zM<1GGe)u+HF4V(t{D)&~SIU_c@%_bz8?X9yvL3?M=MPUjj8Czwg7}2=5$5sZ;rrFe zc6SYUy@xQnpF;2`QM&V)o84hGf#oO&p*oMnH|wFzrppTY^l}cHHYRwK8N;Hwkk}ezruAXKeE5F z)bLmno3rvPKPfw`B+=Nxh3orcGlfs8&qV)kiu(2Vh>T-!hvgs-wC8d;q1}g0^I?3P zPq}i6&$l^=@I1R(huM^<{bNg{-baR;tXA`zh8( z!m6iaR{f2YK1mw>jp6(AbAMytZ_3{o&U1$UjiLV0_iqgLkLN|%cvC1}Wtgou2*Z95 z%@^qfeWm#!hW#O$AGOc^7sLItD31!MEyHroJ_Y+A>=%<*qW2i=1MRaSx!_b#VRs&% zE7H|!*S8G(AJX?kC)DWn*;rV=;rHwev-1{D zoFDZpHI{<+G2Rm9>m9-nzft~AKB^^}Y=!&pX?}!3A8`Ja9p1JTnrs7o)f4l((o*MX z{Hz?XU(~0{4a5D-_Z)=zU_4-$<&%{aJL45LxPyPdctaTYgZz4GVJS5*^jC+T3|AfK zR<&q9kIzpLbASI#-S_k3tApeNY5ZqX4t7lbu#4}H6NdhgU(YSn5fuM~0%U7BX&8GwYgLiz8b8JX&PQTAef#lidx^Fy#3P)4O-f7V+V))T&ubpP z-*-H$fPe47unvu1^K@`i$CA+y-_f3GHJ8X2E9*$l#{c6H5C-`eiRJmuexdeWRZ)E( z{Xw0Ck*R#cCa@ozUtNTy@%%$MuwFrV)onVE75_{0|LNF&UBRBZkxMQ~z?Eg<{_1B2 zw-0?P1?N%ldBUKt*x!4LnZ2dGMCS+b`S+vs4DIAx`TB}5*Z21k>x8m)*+38GLxf>H zfbt>?`7O$aF!cWq=KN;u^nbVlhS_|X`lb0ENlL_bdwS1X(a$)$pP{;?U9WmrP=s&;IeYyE$<0FV`bL=Nr{7kO zh%4*8h4bfIgK*}fwU@!aqdhmtUs@D*+Zz5K5B*bVI;{2Mz)a};Z=mh$K z{A^lz|DtB+tI!|vlQ7h$sr^>Z_cGf$zFQ*-~~ z)+xiE!uK#pU$fnuw5LDpK%dZF2zOxj0W^>K^*wJ%9na4R!}HjGbGcEXrnW5TFJi&v z_%6=%0$Bf|yad;J^!ITT{U5^?vAz<9^SgonU}u^SwS#{C^FG{fg8d8ou6EykQ=Ri$ zxc1e$L(V(+{DrRvnSC>H1OB6ZwYZH|tSA=k$K(83rc^$fbNoA;Z^QmtZ9c9URT04J zajl~@yO!lWh4VHxV)_U}K7jF=wKMx-?ezZ<0>ZG~MgF!Py0@fTxev%2*FS_I|3rOY z?b-i6&;3bj^IpGWhyK9$*x&cTo2KYzxB~x?KW!Q=Le=a>MYf)33tVhBZIfs{i2BnO z+Mw|vsIg>YUH<@H15`Z8JH z4Y2+|{r|D;>2@9O5MICevHig6rU|0_4xj&dYNvIpzCOekoG)RnzdtYcS{r@%4dkQ9 zFT!wt20f4Mu--*}vv&4<@6YG|*~mN-{a-BF=YQskbF}B30{&xsAPo1X;C%jDe<%BV zRUn)fLi+wo8#(xLzX-(>tUW7ZNN``#_lWp>yXv8^n^9TNANJoq|NPvs3)b*@Ct;q? zwEszL-1eapw4;9g(s93RJbnt;Klb;_%zuzYMGNqsu(@lfdV=VC2Bi0wcR<7u@2`A) z#4uZ5{Aw;W7(J#I;vwb_zb}q|(cPkr?+^X1G$`2{5eo4E<@5XXCflSa3!cCHetoTJ zN|xw;a2>I}5Qcbx{3i_hh4d4K`u#r`?BQR`zTaW}v;E88Z`ZHsAE^!Zdm_Joe|D7i z-+hp;mkC3@jPm^>S2v|d>7(Qh@|SkY=5k!WdZZ(ewGyr8cu1fqt>S5=!5@ti9p>A(jsarP~(UEr`>E{9RYv zpUmS;AM|}k!}<&9k+qU_TRM6H#P8?gc82>&i0chP!VsS({oM}y^Zo~a!ux>v^BF`h zz0dTQwKI7#%<_4mthM>G)NDz1-d-rX{CZ`OM;9gf-kf9FFA>Vtzlm`Px()X?;e6oW z$YIi~YP!j3Q3 zm6;Zc?jIHFuTWktw^P%O?of{w+Y`gE-Vw(ej_G?PhNbAd5X0=e1;b!pNUywZ^6+j7 zN8tZtP`>hyov-}T@RTR}5z2r4o$QvN#Nv%m{`=lFk-DzzJ_wM1q4I|KtrR`*@XJy1%>M|LV?OR!(%qPyXB8?})kQR#>wte0#}AHa{U}uFyh%Pd zunGJH&Q~QmUT)8tv!HL{`&5L4K|j&H7^d|!YiIepP&NP213QNiz#nn`B<%FaUq+Ch zuDXW$Ck*r=KN!xU`E;sZ5L?<+#1GV`P69KjjuTG6_^2Oh9Y)loMh*r0X%y=}VTfnW ze`8p`4*nYh|N8%f6Y)HRklu&-mv}wFFxL-i2mYXZ*!Z;m5vt8N@zV44ln(tEeN9%q z*7x%P`$ziK{u|~pz{La3FCzcd)0X!>QzOdPvA@m^y9*xlTo3*OpYMFuMt@&PD_idh z34=dEerkj(Y)^aj1o$nEKSILn|9^!Vx1$m-bX*SY;`31qcl4$4G}@MgIZX@${-Qp0 z89eM^Uz0oFpK$yx8{Q-&{XWR$*=4Iy{3?lqES?Ix+`Sz1bl7G%KSR$GX7cLt@biU7 zo_D#w?ILLDI9kIN{1wiZFr4Q_-1X!EPl?x}`!G5&7NY%uSQr95s*^(yQ5L%Y@LCXTjcZJWa!d{OYyq z*m_B*x%j@?pD*jc-(q}XH~{l~p=S2Tm#<7k`iJ_}bFf*XL2d-dALmP$>t|1=KJU6t z*bnhtyj~FY%+Tn3>uionD9NLj|ESM*Yx_Zc2kFytC|0ojtONf~M|f6w)T+nz;NSki zpifA@*3(fH7gM)`yih(`bsx^=o+}0af%DgvyuR#*^j4TJwrhLm&iASv5BxxV&|b0J z`_tiZU@zFecDnl6j>|n@y@j}Up4>%M|61rDpYQ#-$)m1NQi{I!66#21cW!Rq2mTWE zM@KW*UXaqp{j*NXM?tI4Y_JEUSLcVXV0+aM&|mCN*FqsUesd!Dd*lyckOz*hd*$1e ztD|I~KWZoJOY@<2=_7>ujJcw1epm_U!T0+lcAa8RSaQ76Gq|4<^-sTahSY{G z6M4R%|DsVNy=O9DjQ{$zzL#TLUI9Ome!}2S{=vW>FYc8wASoA(S2C-{EE5OF;SxXK}L$>NngZV9(^;%UEFkEbUuup z|CJUyVZuy^SJ=NnC)e_Ecj6)6K>ae%-J)v#c?Hjx41!iYpBL8({f`#+PZ;za`(v2N zmoV2qgGir(phaugeumH>x6>WRTfy947+lti@99(r|2Odf`!B2?8qy`w($Hgn@pPpW*vapEs{q!1clK)3o-?UCA(CY&TNbp?=D# z5$buU4@QITw=MJd2=<^ariU>256!4)~dvaTvxQi0z2kc`~69VyBaIw~6yH9lPS?x+|NwKQ#T|KWysx$AHnl_tVhL*YXpck7w9m zr}cw9us*=})K4#4%jWVB@DFGY{q~(Xm9@Qw`wznKy)KT&+Uffcp;E*` z^osY>Sv&NH@}YKieuK61{EziV`va_<=f7r)Itm)3Em?h3$S~cvFEl$jY~^b#~!4d7B^~Kzm@A={sTY?>OK7K?`R-oHHEs3+6`f~q0ip`N+6!1KA1m@oO)o_emKu1-v1O5=Kf@W zi+od;O{tK7ApZyhKhZx9SoX}rF21YecAC$Cm3{@D+d6W24=9hhStTj@9tg)9@G@Xp8Z>xruOnlDQBZH($wwNT;bAQe-)5k%VBljyO9|LhZD~*jdz7~Big8f;|nHVr# zYB$Uu9pwl2I{wU@|BRo(@z6`asJk4WAB%JDu(qn>K|eF ze&?Td9*?OV_TQ0S_C9@oCS2eI4^Y4DCRL;w$2Z6* zQ-5~;nJq()K4$-CEVSDe|9QZw{al}iblf#rXZUsn+TRflQO%!yd|NfdC$w*d>3%EW z&>WA*cS}3-cr!F_)wwyT+d+SDeKs`j`ppr|Be;BqUc7hp=BfcO9@0w~F;ln74Bca`0tRoUU$)~8Q_1!`~O11P%lRM9FFI=6_kta zr=|CE2EP34`3|1P_7S0Ljt1MUg6C1cN1R_Ws^2JSsJGyJM%)`d@Y;<~?%zg^9i%_s z?H$zf@%@o$9an$e--CV6Bpg}$?9s%QJh+cITAGkU}JjVB(_3UL=Ia&Ze#Qzs2Bny<8up?~D3%f2Pg zeTF6g#`(B>7*!>8SajbL@@uq~jj+%4o=_jc@d$Hyj`lbo)j5AAVAPk<**b|YU$sNM z4##Jh?z0uTjyY)?aWRp{M>mzC`35VOg1>bT&yO(h7uP4O{WQ_X+Sz)8wX^jaYoAT? za|=t_d*h7}+~aLsr#^}iVY?+WdWz0c}v472+3n1z+fgA%+Texp7TX7{BD$F$vC@@G_6P-fIOhUxoi z;h5hRXK!eoOe<7>2@NJ74c?-K@nM*7?j4G1p_-OTPM5V~I& z*jY#Y2IvR+5BI7ybLHwIpnsh2SfidZN`icN{bg+bKQm*lnZp0YJBax`HZ^yEf{YV9 zkMV5m1Jn5-T5G{y;CO`Pl?Z$E5r&K^{a=02!z91v)&9@Y|B*d<_$BXF+}aBK#`itu zzP@9hk`MhOeIA$YJ+Qs}3)XL_--J1R9?j$X?3Ve!{l~bj1$jjQE`0qnE?CM@({&TX z59H6drB_p=uJwlhOF@4yF5-e>$eIznJ~+Nh$i6u>OTgctKN!C`D_HhYiQHMDZ^EQ` zx{|lgK)!|ipRgr)&AUh6AzwlLA`JARya_|TiQ`XrH&{wC^as#~^=HE1PsIDlLWUD5 zKk^*VJ=r~^0pyMAU&7#D#OG~CanH4h$C zd)C5v4xF!7i)PS-C%2&9j`R|S`67S4e$P};8ea_hit&o!ZL~fm%=N?D|H;e21q;C6 zA-@Up{K|WS;?`bIY9PNveezC`J2UZvALu9QD`8%*m^ji$z2{HS_r{p-5Qg}Q@scpm zhyI*BpFsWlXkK|7AUB@p+dkHDWfrGfdA*o0oF_qjVD0pOenP^a&uD)>p%z2Vj?rcN z>q4Iow}yYc@5kfQB;SM)cS3?-KNLrua)NY zfhnE;RHr#A^L&gj*Ow_dS?>kPGkJbUn6JmD+zFMhaxDURBL97-A5olIFbwJ=m@hKi ziS(H;JdgDGMxPNV-ucz>Bg6Zo2c_z)2m40(`!+c!9(Za1`#Y#F4Ab{ZLf_V(7mUg} zK)nL{^YiRn+JAYp49n*T13jp(ehZD$JT|p+|4kV3YkD8s`FhQ7=cs{aR7CoK>m9H0S6y= zxOlDs|AG9PHud7du1j{od{G|L3ezuqU)%-k5%WR9u>Q~ykI!&F+7BVj*Q*S({gJ@? zEph!cf_Qy~VLHDg43hBn^Xju3^v_D%e~{YF<)N8|P+vs)8D{w>VemIde^Bt;#X-{~ z;s57we<-MJm*=mz$Ex)I&qBgLAIhIFx6kQj$CnICQ-=SK!Ty4~uQR*#Eg$R|pAYux zovOT0h5Mu6wxx4c&z;2MS@4glRUN+dgnS3>fiTdA`or2;zDgM43ywEqnr7LefX86p z7!PI~J7pyGwHvobhUvVpaAr68DjSy&uD>(;kNWj_Ta{u|{vb3$m|Z5cNS zI!`B@>Hp5F&yqSAANfs~&u3zI_JfHY;cI`#*H%C;&Ua?(IoltmYal)&4(X@S^W#cIb{!oV+jAD@SKgYpaQuex$qWjA;q=M#Fda9_5q3gnllpR*lw{|U!h&tb8u|R@#FRI7Y6*eyP+oH`E{L+fUBv4ha~h8H%qtnm z&tuGKQI%Bl6aC*f@^9|6xXJt9dqX}>xY+lBN>>5oXXwx75}r=u69#)gdI-b*C%xa^ z?6i4NJk+;Q-eEx%L9!9{ATO-9gvGSPdiL1^=Z*0FuxraUjsD}#>!0Bh(tmZIznF zbcM-B@4p0o<9dQH=r78TVYWXpZ*@wqpH+{6A2{B8!}TBEn>$Fd`u}{t>a_n1*Zi-2 zY1@X>du|{P)SvkqbiD`EzTo>K^Pi4VeeH0V;{^sjoparOgTKIdy-;g%?WmghoPNR` zS$_*3>-jizjf8w3^C`kmuf=?Zu*w_CXBb{g`bQZ2G3q00XX|y={+{S34E_-HYmtee z&zRLSIX@T8+WP5|^lLajjPqT5#VNHVa{%}+oX?V^+%-9Y#@wElwGFWvH%=e;h4~iY zj>e=fgdsknJP33Dzr0&>=I_%nAU_;$`I75%Myg(eeE1*COH# z(}$oUuHWmM26WtQY6j;EP(L<|(~3KlJ%q>G4J$3SJ+d$5^|1|EZ>$g84TSNLz76M$ zw1-}ifd9Y6{Apvtq`bEuw}C#OKPJrS+n8!yu-;#ipAXvj-{KiwmXmoriI`&`d+eSj z(2MyqVThO5KVk6y$nS`AHZ5fpr63RFPsH`jVdh61!T+QDH_d%^YJbZokPqe?gdxAi z_X)#zIG;^%yH@t}cq#LWweOxevbks*_$#C*viqk?Iq{Dmeq#TTHj$0STie+Gg$g4b zCdyxVq{8lBVi@va>_75!UfkB=^ITsdb7RXYltX}@=)WV+*!1*t9S{BEe4;c=thUZ= zmEK3=MGd-}c&n`ip2z)#D4UrB^vi}pf5u{eO_=Kw!>pb{nCD|rwsTfiwf%;C2IoVV z>la}zKf)ki*s zU!N`qZ-Bqi6VHb*?=O1if(u2UyYM{5Pr_h7NZ%Ik60Kp1qVKnmq{-Y{l6FP&u+P;;k8+L3-}+@*DdddH|#XNC>u!rV#`k}Ijek2&^O%gAq@3q z8Xw!`=92%Qc79$a=KMqTQs<9gUr5hZnS;00uF8VGqkLmc43gjEK4AYxDrA`L@5jz9 zR~xF{2jqeNDK@-u&inm#u%4v%69=vuv3wu+Q=DJyz9|;Fd#S^H41~`V?@$~Q^1tya zhmBlr83*wQ>4`-Q{_h_Q3yvPafwR`=4B&3loYVzr_CIH0vuKhD3sV zk-j*u*7{n>&Pr_mlQ85b=>OxQ1AfRkb%*XMe%bsWX25YDLNrccL@XXs%NeZ<>v_!uHXN3&*vl9ALes}J3c0TW$pBRfNlP}jr>jQdAaROgA({3v_FRX z5&enQJ58LoEN0&?3kmc3K;n4i^|rG`=k;(tiScq4-3&zadmKMWPx*SVtOeu?*ng6% z_Yc$iC%HdM3Ow<&_wn06pN?3*gh4*|eDXTCcSFASWcOhT_Z|w=JgnRf`hoHw4E#d< zBn-dGevlu8d47=+yjN+R;$^5$Vmo1=7yC;&@u#z%R}%PdlrLfS zJ(MsdPtE^@a1Z1+^gd$FpM7$Nvdz4vDxRnFlKV8PPY-U^gLcf17^eGWg!_6f7@pO+ z8uSPGyDuTCY2l&_K5%mGX{&+m$-gNJ^#(@XG`TNPQAYZ|Jjxh9(`jF;(IPaH#GS|1X6~-5@ z8<+F-Zdz*ZHx89Iczq%5y_a!yCu6>TI?}`B`oKSZc|G)qT|@JkloFs9_2WoFwN#(M zmpJ`Ll5Uw#@XLqw0JYzFaCPF^IQFKf}Fdt2-bm{m5U)_4$2%yU)_pF?_4l~%s_j>6bikf4-#lJZ5f|T51Ntbw&qB!X zCkc1){0W1-n*5DHUr@i;^BE*RhUt5F)*r-koZs<3fnE!1ZiBucKM2G8klvGirgNR| z-GlWZ%Hw3Bp!J-~36MA8w3yO?2R8Eh(MiNW5B7JmvA<23q8ZE|$4fVixzxw82>M6< zq(9M7zMq;7@c`{Rqtk=S&r}w{ZYSD9#_mf4C)O{A_%=m6U&36TgkgUf`^(5yt4V9l z0RAEUnd+yGMomjBh{tUs3x|C^!)_7)`OCt>iPI3I@D z_hJmweI`QozCHDSN^x=jsg~~G&ke=>5$5tZHDyqe)}3g+9y*n68LXyb&ixI;dr1C- zVf~2mJl%W5vg1C7xW71^*>gc><8bgNs9%I-W)S^^`T5oC@Xd=K-4)#jh5jL@XY+*W zD}T7Z$qA7+c1p2=`~&5aGfNPpWvT-5LVo0=J9G~J63pXSu8DqrU(W|1Z=^4G>w+Oc zVQ;|ypnl~xByWj4R|Xj0KeOY=y@~g4f<6uq^M_$}-k&hoKlXRFtJI93?8B-<=>4-j z-G^DPPltLV)*lIj{h&NqJ3Eg;81i4V&$FYA7kG~x5BL3}|3AC&#*RznOM(CB-}BVx zdJK>L2KP}TKl3I_d551-g!~HigJIDZ2JjOShWLs4&TupNWA;2dZ^7Exc~gez{yEkk zKcAPE^4T_Sh%e-;NPk|@hw!i*AnLO`&@?~W-iVhfIlO}^brPo!g>kA^#4Ob z!rULR_HyF?In|4g+^2Qr=ULAM>3zFkvyAVzoXeI;IdiQD^b7TcFyvDxKf-*ye6B51 z=cw-z7!UnhzS+w?itBBG|M+~qgPz2!^R2vIp6}xJH0jS*t`GSEQ|c9pLLlEjdFQWD zwp-RclAmA8Uw21&ZrmuiF9qeBUnhV2xKkVdUh=$RK}6NOsi5yD@AJOjZNelfAYP$< z5{CPW2#1YL*=DmG>Nz;S^N1n-qCC#W6{s~Va|U~-{&ExJTX&28e;UU>j~M(3J%4@r z>Eh@s;J-2dJzu#er_^a6eD90%Aq@1Pzr1j$?rvapB>Ns%c;T9YPNtc&?0xF*;-H_F zHr*0HzDV!I5VgjM%9~)lhWupsIMH*l<$J~4rYVx_Jle%SnSmM?%enp(n04K~()K#H z=YnCDo6ogL0RM4*1r5tu=PnNf`QdynJ&F%{K1@{a{wmhDOLd{0Iys8|4-?0~9J2h{ zO}R8UUxo6%A{BONUZ10UfAosEQT`{FJcw^d{}sDMJ4}REjD4&kE<(>tMU2%?J8PCo6tf?rA4BwAtX^ML`9pjM3gLL-?FwyvLsUW$`(aP z35gJulI%%|Pjs)P;&<*nXXdNl{qOyn=b1Tk_Bk`pT(r;YRS*3>ynMvzzv0>VWd38( z{Q@{XVg9|>jos#zC*A%+zJdPfM(p!$C*B<3`%#2}|47e`dqx>|SExcf!SQa+cyKA# z&r*Tu>&;nlHZQdA@%-}UZnYh&!vB|F6NdU8(v!C#;lOAMU9czYFK>^8rsWt@UZ1*k zMl0vn(+S{Ru$?f^ZwZ6Fpnl!TPcv$991r}*{`32dDmt2$1oZ|(u{;>2|CemeH=jOL zH?XK<1o;Do7g2u zsQ&_6)nUHcD?wjTe+zb+xTHw+^$Oak3)+e-5m?hW4-J4Ecemodw+m@kbk%5cfEW{DGkQM{%t1#;5Onkl$nb9TV3f z--oRMe)kcNPq;%L`d*x2Q>vE|26}P5K^W?V?fUCL_c1q9JC7fC=ESvrQM(T70bE}) z%+4d-*)sBM|08AK|B>FiqjvsxT5cQEqmX}ho&DzzdXWP5iTZK(N@Cji$}He7j(=}u z{yn`)3n>rMH^LB~@cnyHPD2f+O9Q=VU-xnc{mEW1p8M~6Z5oY%C4mqRP#*~M^>mTU z%8yR=BY6BMQk-)v>-82`KVtucxqcN{#@!6B3xxUxweO8oaGR44`vR$-R<;|HWW`NB+g2pBDdO(1(8iVu+`hf3f~{QvH%J*bC|#YiIc$ zVThOQ=mY&g{VER4(n*2!pa-2-B@FXL`z8$ZVmvQCuXiF|_J8Y};-+<cjbBtbsNugBg^b~o3&1Ad{tJU;ei=UC5h(9d=l{0Y+c#67a( zd#7yRKg#1t#f&OL+jZ=Ir{>bs`Xlc@W%1Qj;$s zdo1f>a`cMQ36MY9TiGt1MFUod_P0?V2*de3q=zuyk1o5U@=B>%y94{)qP$<(AoakL zFkj4X3G;YSe#BMvaq34nuYltb?zo8jBVqYdG#+7?FOFZ~_#`b~U38x+<_m;@8z>LL zAaBCqPXb3g2>^cJ{41*bRy~UxDm9DbNf`DYQ9qwQ^mjBHn+x*B_bVrvKZuBr0{$WY zD_!o%yzEy1=V_7umAh8>?H>40UW@ounb3Xwyx1GOK2l{^na;1Kf?SxaMin2_ue?AbNznNS7ln%`B$7DFH9E?TG5gK^?u~X3tQXW5?i-I zyhMF@VLw3T^j}LQ6UixJ{UZ$dD$0*xmhTeg``ZkM5`SM@J3p=Worlmr>eGwIH#+z2 zAgbr!d|$NM4az@|4*m>rwSSG|(jJ;XAIiJBdF1qsPw#+#!1-4H94(X5be#R)Q1i>Q zPJ5ndg@FB_JZn4^qW#wy!2fUI^EDyT7ZzQ)2JxmH2Kga=<)xRYYIaNZA-(@9Kl1O6 zS&>y*HJGBc)DB1Ao!p-WuJNzp=j@&M#yB z`F6JS{@w%rz7VPP`?W?GsO}L^kR{d@@#7C6x2f~d1 zwWiwxW=|Xr_lw~C2!np0J`(2gC(P?-?D+$v&xAp~sNc0q8>08kn*sbp{UZ$WLH^c$ z4_v(LV>Gvq+U5fhF&hG*o`v%KXmQD+$a)#nD=>Z#26>^sA0jMXOADKX72uDt zzfUe1`d4c1D6)L`lSj~yS(^n^_yY3&$*c}=o{)Qd!L<`W9@AJ zp?<#8oCSePKzsUcFooC(- z)QAFkqkI~!?^yCgTC^XI?Vl%33{}nS!S~}n*AMTiOv* zkw>E*!TCY7*T$fbTM|b+xc_cU>~MYU>y3PU(0Hk->I)F`sKh z4EM!i|6hjmciUOMANs@i#jr2=d&1xk==t>q^=ne4K;O{bzaWPCH}aP-)K}?wVTGcJ zx+LWL4r2TJs`1}}&VIM}`Q@*FCQp6hB07JD`u(45fyC{7oxy%kU;nc|_&6eV9{5k} z|GxmQ%Y7?^aQ+%`(-_;xnhR=NzrS^NGyX1EBvC{2|7La<9i9{r&fbnifM9TgcCG{N}zx2S1q7i9g?b&reeKz*(?w-7iB~siE8>^1@8{*skH15G6#Em#k1s2zO9Fau ze8T*FVTsX=I}=aB_m4Q<4~;WBemFD&|M2-AEAz9%UTl0^=nky_vf>f0}s8(K=4Njx9@<*;qmmQn9PzvhVbi!l5j7_O%X^ZLgx$3ne^=Q?md zJf4sG6;Z6_o14bhufJZYEUE0Wl8^WM@a^um_q~C96vuBFJvU^-nlCV4^p}MB{$EQ# zX2=({n|!@U82E?rfVH#pC4?bAM0vH8-;xp>SBCWn>RZc4sfBfuGk`zH&z4^bshJBq z!TNyuLoCJa7i+a#e>1mkCY+yh6Z3;G%pdiUFxUgmhdodK2iHtkhJA0)y60Ny51)Nt z|Cs*~hWVqvC#=w&=pzjDqQ7fxyy*Sv{sdlcZ8P3?$YA3%;E$7-zP5SxMkQCjfIQG& z5{7t!_TRR4z4D0Jw$K~u8(~_mvw9I>UTf{{DG()@=KMk=&pCY3sl7WZD$&5B^HVoj1HY8R8Y{=ilcMn+KdPX7dwB^o+iJ z$y|lmuRy}nZt`c_Z?OIn_b-r$a9*6cSsn6q@q7gmTWzNT*`!5lGtp_spb1 z1L(!)3B!JZcs>HjE%sLzh0X#0i~UOp9Xxi%t3rQBpH%Av%hIM!fbo6luA}G14*m}3 zU&QhfNcWx;VCuO7^h;ciVHo@ozEACP^{C&hoy9wWwCS`DYdo!CzT$cV$F4*lYoEm4 zU(nS+TDb>2PvZxlTqn8q3)qj?o&?gtpF9ow%w+X8f%Ff3>0MEK;Qj}chm7vobkC>n zVf~Bqmzh=AdO{nNnTqx|GU2D!Cf6a9Y~J})2Dd#qc7-~Y!DpQyd`yh?VIL5EbL zS3$dS{;smI5YNT-E>M_w?SS%1(S0{KKLvNi6HO7K^*r*QVXChS6b|LCsn2`|{G#^} zgFg}H!vckO`@Wlu7M;h%_Z5ROpQ%`@gZ-nvD4vL2lk;H|wBvXk^#>T_oo(jNcMQ_p zk>)c3_>J--4CgNiZ`-4D{pN3%|AfIl z&>k43??VL2Yh-2ikMd;kL!i7zw$4>%KGZvqU&;qmLUsR0%4nd!6sY)*9<#>KOJ*mH zuM#_WhIL~XcHfwQFvK&YMiQ%Md0K2vdg6sYwJk@Be00sTdOsYM8Gbng|y{gv9mv-2k`iH7)y{2&ba zOV4M>h6gx_{4>s9EmOU?yW=LH2klMmqVkrNalJs_@ck~UMtN!eZ31~A{ar4`_iKH^-E(3c9>fzq_Jr9M|uzVLl~at_eG>AbxZ$fbv)BS*U*@ zJ?dHJrJ>s9u>KL}GXjQbz0WY{Kk`exFt2dStK9&QzZ%9LPr-%XAW!rcgjv2PAk6+x zRiI(^W$Vbv+hBg;{6V1M;`e)`jVt(5q(|ert=qSbPEu6Q5@^clug&?ouahV7Q?ug_ zVa4;=pkGKYVX$AMN3(OPyO*~nTmK0Nv;BL4X16t0e?B@1`@QshpAnZ%Ih%t&MEPkh zO$|Dzyou|-=Ck1M@8tz7-w zxl)SXgu(xz|7Do&PZem%`V3lj{{YZ~{!7bBw)?L*JBVlayjDP$(U&jn<@&94xoGI` zOQQ3-$REO>Uzjhjc3RH~2!p?+{^)%=f6m(3`2vAfW4|HVk3|1(u|ce_gjxMSpzRZq z72h}p=)wL7^Zbi2(1ZNfJ~{2K{kWT84~V1H{>i0&1`>*any?wXk z@b8BNgdyIeJ@gpWtIXI?^nEMJr^n3RcSe6a0rd72^M^3BBmF%B&h4DE>28PPWdA+F z+^@<<2SL3R>0$WY|HHJuAYkouURKc4+xCU7{6vT!IA6k`FUU{bo;#WzZhJ!$2{xgx9ohTKyPUA@6W?T_gNu-^yX~TT$i*I z=2t16AHzG~A8OzyV3_`|kYPz#qEBx@g4EtKJCyp9|I`Z}Y87~A1@wpX>ZNDR7cLb2 zzdViis7FbMv$b45^;N&$@lqVi{ilBM)!}V$n_e-!Z(y{zYvwA^|M`m7p8~?L9u?PD z7-suD0t4Hd7Nbht;Jh%7Z!l*`$Dv=2f_)*s2tz)D{51$DvIt5Y#r4%7*l_91lCvN` zYEO_l(!J~;@C$J-{bO2XUBkd1qCWSUE<0%YcxB)};kDA|`%cM)dJK-&Ytw|)Uq_g- z{RBa;lbcH4g&&6hQ=#@J2f_tyWxyZ8HNQ@OFxBSz-@C_RnfLoe|IdQ`6Xx-eFvM%5 zueZn3UrnifA)X??34^{OKYC}C>{hyYP2~zbZLy43pD5^C_g$)_Yby8`oG)R>7je9P+Gb15p7;R2 z#PtaQ!}NbP981#tsU7G+eiMdxi1K0YC;dMhPyFrIWBZpyYLO5>kl+1=tS~#5?GO10 z<`4ZQdYvAlx)%6hD7G)cpuhV6VyN$8K4PRUka6`L#QQT^|HJF}BhmjMB0WY$vt6zC zUj+Y*&-eFEeqdD}#`$e*V)bKf%@xHXM31rOYsqQJ`rz-4#N!c$dNA^zurl3`EMS=a z|5af8Ja($lfzgo9;rxt0$1nWiaSQ&R5BY5}Eco{(=~4w9iL>JV34=Xa|BHcMTu)Ow z%m@9I$<$t^He1{vo{Q_l0*1q|UcxceD+DI%J%eiey7BznUzpGg@Xh5@eZU9U|3!Wi2LDFS zV>`qTW=UoGd9mZy_*64F1Fb=^=c8 z@^RK4O!hZm?%Q#{erAJzM0yBw|1{vvp>K%-JBZ&H56pUIIlWky4EBihnFSj8WKTB+ zjP`7{>aJ1$X_r91#q}To!wJ;C***CYu8KjhenI^(t9x^+yiRm~Blc&m;C5WYa4Faq zuCED0f5;!g>^!Q#{O0T-ih6 z%Itf5!60wNK~rA8hVy#JUxw+tn_y7ng4RThQNTa(ehPi{U*9i0a8ez8IE3i4>9<%k~ZTMcN zzgQm`ru_@n4)saYFKXxh$>!tp>n;BsgLs7ewjC;=(Cl+Tf$rxJ3|%1I{ClsL42vH_ zZ#g^P)t=AeAz_d=@?+TAF*~!Jow>dZi@IXJ;o@Gf7qqWosei5XCwqc@;rxeP>7S>& zQFI;{=^MUeV9H&=L*NhgH#}A~YqC~3_n#w-&u$%d!2tXv@^{3f@W0bDAAx_u{GTw- zZwW(wiQ|tb7VP=7;R4j>QU3_T^GMIgK5Em?pB>BPJ<3hj;_fPM?oUR2DS9W|wgdKG z@Oitb@5lB?eaP!s48I_KBMkO~`a>A}5z;?K@AES^H#;7W#~g}T->v#1=qvU=CTV@C zAmj=>kNQm*=p%fx)xGV767ZXFdY=)sHoLigjd`#1An3z2h~GH>vHg>-Z|?sI@(uJS zg!%hp%jcz!S{V=g(i7_wVeq#YUm0fpl`uPBBVhP6&2MaNm$e3efAQP2OqRu zf%Wf9asT#8zv^vly7PEwZ`yUHhW}f>p0ppJq!^#70_VSQeEY&FhjPwKDt@E+*jH{G z`o2x{y$#N9-0=0v3+A2X_1$q!rKcK#E`WWYycu3V`pz(`2NP!J%LU_nMz6Lu|H$bd zH-GprRj+EUAA}*l$Mwj#lSdD|7_yx6V_c@*!N*q5x&DlMmAlWWAdjzi$FEe}A0&T< z>)-f{mI*U@ioX9s{TQD=M&5Y5=)QWK|Ad}pyYe$GLq34^N?4iBn+hfr4A0x*dmZcp z`R(9-y4CbY6x**AILz>yv&E)Aw@%ZFh)?<#OOJ7J*ii2!KF zc+7AH#e2dqAB-=AVLoWj4AXrCtiMil9*<#me~Z9T;#<^j^^1^S<9r;|Do+_&`@($( zXip3$v-YhQ&WEdOv;8}Pm@9muf@1uTBE-F`bIw8x~ z9}F{pHbw5Pa7q6caDEj1`IO^6a*~}kfxPyK<-u?R<@G^?}WkMV}CAfVWX#f-VOc( z$D7(~`R|p+p`f2j#P1UZdz|nuhIlAG-y&eocc=WGFsuhqp6vbS#NVlAk4C?0Er)tO z`m3ocO%|^Y^yc%M`bBejz$PPw9`YF933qxYi}p@fdA?LE(u2>d_)4z*7lVGj_!k2| zr~ZqTUlD((KhRHHpRoR$$=?%J$t3=`?)7sT8h;$-kNk2y`Bc?^V-0-olq~Mw^{Ja} z`b`D!A6EZj7=6IMn4M=9(DU5B3A6oR-p=%u+M!;I`sy}hUhs(0ERYw{<2K@Pr-_CR zkpH26xOxB7+U23l*Yj@cmrdzrnf&~F!(=| zH^X$_iGX3YUMCFtiS$kDv^}SGcp1ze`=4ef(_>z`I*f<$oiOZIQ~Q$!&120GoStdr zhjZdG4WZsh?R7gQ{I0tS@f7{pG{j&})ZSXUbb4hz$Q%9B^x^AnsWk53`Zc3dk?n&s zyQDhP^D|6uj4R3h3GKK(APn|^{&~jwpR0zITPYV1KN+U;HG&y?1{xdY_2Kb@Fz^@Y znUV2y@UEy^5U+-c`N?n?ejgzq4D_S^F-+%ESUaz$u=W&+PafU>?)2HD2=N!~$z#Ej zl9-{N+4ma)hS~m#N7T=I+toKIoTd4C6!>ZFI-CvhS-k%*APnb|ksluQ4Ta|pwSoLl zzdXKK--=o73i%(-&*QsMgI-D(Snr{|&r}NYk<@d9@2ye)W`u7&zHVz2rnpC8qt?^%$3@5|k;YEKZ|FNE~Xw(O*(cBK;X zC2XHPrpxN;lNwNuLVaNPG;6QY*L@yv3C?37{j(9n`kUVW5N1<*qXhI7{nu>7px?;P zId;zyVr~Zmy}4rjAPn^Yq-Tzok6-x@ejm1A&Z2wSN`oHpe3CG?pE(~a7f5aK1$m+T z2*Z4lexIIheXQ#%Al_qsP8jSP>1XY9-@AY?U!VIJS=oBlp9Ox2&rb*lL%xUeAq@79 z^Jkdtr})^V>R4U=3i3k#;4@{w@6D%MKtFJQmoSWn>qEl49_X`aSO1Gz$?U#ZfltcA zipP3m!2jWVePth8cx6w6c#Qd*uZqUsu`4HX`U%7Qkv`upPdiWWSPI{lBK^KbHfs87 zJ3+op*jnGadH#P8Pw08X@IK1NH)cY>U*~6FfB3v#--p`c`tMPs|Bn&)4YQE8J(bP< zHDS0v3E%hg8-L?PY&Pf{^51`655q#;&%7SsU#)z2WDY+cEbwn|m7Kq053INPiS>mr z@E_&t-=gv?Q|>Rw8{-XOuvfHihE-`kg!y_oU|Z+VsO&qP>ZzS!I!_`9c>(F=ShM~ZJlm}rRFXvj?MVBoT#Upxt{LinY^RxcXbOA+f2VX)`Ke=+cH$iEosGXwv{z%R>xG3=M%`hfZa|AqdAFw|$-kDo#E zVC~F*u=kmNU3joD_R~C3eIE5?Ve`{|Klk^8`5+GVR-U8rWfIVf{35JG=cNR!o%P4s znf(X<43+t+ln?yI_17Yk+wl{PU&HdRs&tK>SZ74SU;@_VsjhuJ$ro`HT79;s*H zkv5W@uNN$y^6<~HD$#wM24emY2K%D^upQzZ%4czO&FA+AOThmj{UN&&N;m$rkyfYv zLteV9`tQH1+&-3go1Rd4ZZ0uZ66?839_{hjc}<1qi%S}c+*|#>fIN{uOMZ8qdSKZU zus_T%2!lVs`Yd6H7bq{*PUr6g?0vRgWti0mmu~hOCUw3i%n#)os#K7X;3^0G<9rxq z^9|LGU+gNM$>}A`^*uD`Ph8-ju7Huhp;w3Z(uuAEeMkC2-w&79QOJe$BDRO=_jk5F zbDOV+!e(rn?D`>x*TciUWU9BOH}L(ZWfKSHUfWj%`8K}4%&{>&CvY3kuP2rlVc>`O z|A+;If&Unv7@kS zw72EcvX_lYJk9NUd1zpvQYTTqkNquQKFV76oeIbc^?CW{ZZR#YbJ+L)0)|6Lp3A?= z<-R)H1oL3IFK5w)@wK zoZrh4L;W53v(j;+?kc;TQU`iAh{q!=xwq^3f3b9T*;nmwS83tDSRzR}za5?`jr)PD z|2S!+hcMXp^>)u6m)P_#hWTPWfIa_;^oRB5(jEgpF#n=e1DL=uS)!3{a3Wd zk{wBYtlgbq7tgDmO-1<)%4227csYZhesG>0<!>G#S*w-%?Ch`z7Fcug4c19~6Z zAwCg*5Q99?-sySnFIFBOvhk44dv^X-Kp55=^ggzO{-J%XJU%jizsXSOAN6r%t@{F} z9&h1(XQX$Pe@ojAogq9vuZk)^B{^_3=p()#q4X`=vO@HK7lgHI`py6EH=L)&^+80g z+q>|li2gM@7HO^RSOfgQ@z?BB z?6Wa?Gaqlw_wl`QoVIg)SZg@X#7=)QUk|Ol5q2z2sg$2*Ti3R3z+xjKcpmw+-r1`2 z^rm}|uOR*Fe@<}jyZwn=0nxufs%darq&+;3{NJD$ab~DVEcZu*VZR;cM;QDE_D2}( z3H{rKT^kH{YdZ4tPaA`ukJ1f##r19DM#Iae6bAD1V4F58`F+!90Dfctn=PMweB1XN z`#*5O=D0x5@vASv{tk|}IbrVh3x_Vj^T_`#3C2T8=UMXeDO-(V%e6a;)_eH;*65aH zW!;oGJzGC!e!OaC3i3z$APo9~{Sk)z4C!I*EMMCCvru(}(;DCx+CO2?XXJO3&Qb|) zk8q$L+Zks0XVi(*wl_}86pzq&gyH-xju(~wTe|xYQ9e$%zR!?F`$hRa_P=e=bAR11 zJ%~TpzAavQxaNam;0NmawyGaRv-`yHd~o}?E>#aNh~$a(xP7Ce&a29GP>(}>BMjpq zKL~^UVgC$2pz*h-+Z~=Cdl2*+`MbTg`PjrIRWLsGw<9I=+Z6p``2Gm>Y3Il9ZRSfZ z!uc4af7j}@T4Ohih5aeCk6q{cY8l#@vHwF8>}stzv^V$#uLta2Xy-9<;20PW>Dzt4 z$8wUO3f5aFuiXV_7Pjqs2mD8Rc9-5L?!9Ut@CWC+`>T1@DZi7PpV1OKHw=mQhk6du z6Wwu+TbZpt?7!gq(L*i{mYrb$lvI#{yn#M&xiS<{~!$OX`DY{o_|MY z7Js`pTN(TdJ&zdd2l-3w+`mPCK6ZC@oT#3F^NZ2k&?7Lz0r-Q@$Fv4tIiW22KVYOc zwzukez30xno)qh@H~NhBUG{yJAa<_S;J3?<%C!*xVmI{M_1MG?z9+%;3d1ibzak9z z29D1#+n*rJ?JM>~<)X#ac|Z@Ycj5*Qs4~C)4E7_Czj4!!hvZIM5A7)LxaIdYm`f%D zebm0`{Zeb+g&-dsZ;wuf?!G4JJIbde9wpL`FM>d z+kg8j!g%d4)EjWT_{2@Np5vQGD{tsS|pkRII#m%)mA5568<~6m;Z|EQALzw%AgoQyb?bi8$JTd#I9Yu#Dtj~JS7=}Rv^~RTxGjSG58L;Z)~i*WdI<3m*EfWrzK;4!80;I@ z&+K_tuVC%We)+(PXK>n6`r2p`TB1KwMFng(nA>h6YBHfE#Y^pmW%u`wIc@m$Ns3D$Lqs8 zR#du~_5*sU{r!TQqgR*%e-S4eZE|^@S`Ye%`a>AvE490P2?}tU2K1a4=d;O(A^*Yi zGRc0cXWJ%;&i|pmBnm=TFZoZKM7fX8X-YbrxF=wt39;hcMTV zqvIs|_AwXTFGBqXL~m$TiQx6tqfxR^vRB-o{*L;2^tPUx&V14Ldzdd027b41XZhvP z!gZeOCyTyELH-^6bF%E$)xA7kq}ZsA&#Tvg@5_-tDeHz@?%-stAS8NHO61#m-W|mK zCBFuVE+Ky(>%3ezmG13 z_(nKzRVUL;t(^X}Q}FG6zpEo(F zacAbGMRE$|G~US?$IWy5WP?9J`cG+jteo)1Pu_$0eQIW>nf*2_g88F7PA$H2tk>99 zi0>%>Q?GvB#hI$F||Fp(i8P{vJV9$NU{ADEDLwc^n4&#`&NA;yT(rtq=5%`g3Mk?d<6v{`Y;znLV$z zEgo(CzxMbL7Y8{jo-dp!%zCD49R~UIcrpEi;d!ig66XGvVRpWqVYc6SR(bHWcX9V2 z9%4R582lOXH(gUuINtUo_(!BaecHF*^$$h&DWktn58CQJRbdX-FTx-XdOvFIrv6=b zz<*R}Z@cbe(UAshjh3Gy(>@TxU!E}kT9@s1D(>VjFfY2=l z++UrWz9r+f>_h%NC&SEtp4(U%(&a}n=r7WHUd75%JJE~F^SodDymbR=fSbtA^Yd+H zrMlI^eGc?|?jz;Fc26L`p!Qqa<{765;dB7fcmDI@jx8%h^>(yh!d%}km}w8cRFen# zjs0ENm-euS*)|v-^DV;Q|Ir^XO!pZJ2!sBh{V^O&`g(E80k52#dEgJRzl-VF$y=|? z0DAEGOV%^T)pxlB{~tm4%-F$uGY`Oe0^{AK+Z}Q?JnawpAkvqms#ANU;ux&|2v1vc zL+h0}-ygc%G2?`Jb`0F#kMqC0uyN}Co~Ph^JobM%Z++WX@AEvrBh1&+S2Ei?rth%k z{JK)3AkkXn%;SHy%=>dUn)3dKW3p|F;*6j^h5XG%4EZ6BmtD75Gq2W?=ZiVIVbYSX z(ji|&eIv~GR~X(w?=$>>_{lKcZz3QJ`yuEba<(MzA9`vz_;<{g2t)pW{K!d>s|a~= z1N05^y{nqtdu_Z~0{V&VS9O$yG^MIOYk2`XoNgmg3 zcvY^m`pe^Au6*9o^+%UNy&vn#xh5mm7-Zbw=bdtcn=?+#Skxha#>>ra4(j{df!h~h zh#xpVhFu6>@3Q1Zzr;6Y%}(AGH5#tZ0S)5#KnxZ?Jmr zbC7@Id4E2{V_(#;&o06JouIFvxeU$&r zrB!lHt0wXNted;KeC@RFkRttGjo@ZluJq(*&XCVd7yEC*pl@dXVvsl57q!ED&|Vo% zqV)oMpZP1oe7}OVv-%8cXZ$7%`3(A-TMBcX7b%JUUmWLmtDo-ke)>;A-;h7IiZ8qC z*N%kz6ZuOR=x>L?-=aKj{gAn1+`$_B3Gyf3-ru^feF4N{d_F%d%v-5uAlN_ZQ~oRW zsUIst6dh>%g03YW_Y@uH^c1LDTQ&BngZ?mH6u95%u03xJ=ri_LaHzljlE0gIe7@ad zT8Eh?>5y+BJ+~)EwMAOafcxWcK7}KOJW3oOx<3lr8D{7I3+-+_7?kk{@-u2LoO^h~ zVrlsqB#%PE?EAUGBAX+fjXgR>((`w9EH_-+>B;M5cdee6A9~^k{tf9R4Dl25le>Zq zAD3Es!S{|hzk4B_7kh-ZKs^QdcP~;n+Qv~-FG2a-`#V{EMc4-T{sj9gdeNaersgxx z4~u@u%_usxo8$W<_A6xXYJ>Z!P~P`lYQyH-@`Lz>@89?6oV@YD7l^NTK8@i9I!{Fy zRI|q3&~#+hVy;MulpJM=19IPgZv)pEmrB+=hEL(us@0ZwfN7sGT(9g zVSSAG7U52Mq~8xFNFHOhv5B1aFzmvrFLm2pp^C<}* z_S2-R7Vr!CS+XrEFFZ*G_=*0q3uw4$%3~w_u2n9 z3LX#I{G`{FBzE7C;IUh6W97m~;BO!C_=F+8;`oofwm%8GavAiC`pd5HN_V&8@_5qC z{?iJL4)QPXJ`Mq4;4hw6VeQpqAEn*i{A?I%%ik}J96foN1Q)lo}aOHwtqyJ=Qj+q^F0jH{Y8S(f=pr8K`r1PP~J~F7!Ud@vmX2x&iAQ7 z*hJ$gdw4$jbVlfdJ9AEfJkb80dTX0Rgj9h%QJYGgiVh2 zK+kruya+=+-Tz+<`L^D_81i2{|3}X&2T^=t{q-h&X6>OgAHw{+PT8mtF%efp^>>s{ znR80^q%;+7PYg5tCCvBh%fg4uFnsz4_BSv-m0eoh(|z3<*x$nMpUN)B9h9ve&Ffo) zp&o$zB+TW*+Ix}w*!#?Xm(OZcxT~!I{6hYfuRLY`*U5t0cX`#w2*nBIpugx(%Ij~A zDRvkH{+*sj%>8SHZ0rUHWzqLGNDpDY-e8!0zgKazL&-Gfr=TzBFDf42eBm`L7wS9M zf5n#`p>wMZK|k<(0mFXO{(M-{vek7$7$5cHxkv1I{aJHhKB%wH=lD3U3%2F^56^wf zKFMYt;`Nm0M|1u9mWuw*0LOd&PN{6Oyg$Tuq`y+hqR4yC5FVc@%{2CHQ3!zl6T|T; z=k@zLP{s-J9h7%vc8|1^qeb8Qp!^6!d`JB!4EYYySJl(fSvlSp@-xB)=5LQh4+ee4 z{HQ9q=wNx&HOP07zN-AIZ#o1RK|Ck?J3h1APW1mVI!@njzC;Z93ED4VSbySqVZspKG5>q{u0qNE>gNtSiJq6A!mp>_n8)W! znDdjcLJ#8C%f=6KKN3xOK3`*39dl-Q1IPo%BMkP1^%-5H1cUVR}+qVz&8{_TURE^6Ad_>>JV}EZiYO7x> z(*u8m{Cj(G)R6(RHUjoC<9mnv-6mg2@rB_}G{1L+W*-L`S@HPyUSh49 z{;>wRImD0m3fIq%ezX+&NBw&LX8Ymyjxm7I-@N~@YV7PDaiD+bUkG#iAq@Et(qB7i zwXff|Av~Y1O_}qcm(6jWKYU#Ne9inFw%{+2KOf5-b{xAo7xWkF+k~ZD+PA}gM!V-h z9w<+G9_SGKN~ zTN1%vn~3d$;r9}K|HUvrlpnQ2y$9#l&~WophN=-iZ}eF`VM6r|J+NP#@8>~pY)0-J z0R7{9KhGYZrq;ox6U(1Iht+tk&o=;hqWv^_U;efC!*-~@;rX1##pc@{);xoFfa86Y zaXN8-L=MkKzE1ufI&Gys_&bcxUl&aKF8gOH&(FR_pZhlGLkd5S@n84ag$X7a;6HJ^ z|9WO+1^)a6@sU7bUkwe_>c2xN}r)~-Zc>X9n#m7 zliKa`N*U0nb{NJZ{Qgbl@l{=6J&*kVCb?D9eU}zL5C6?s?TgF!-yk3C|JxPUz}hQw zc|P!cv{(7{m{m}}M*IElcG_{)t^pFb98RivKmDEhx#oR7eN z(ISgMTfv_Z4$oO*Q)&wJ8RVZpc>V19G5r6}1j0d{>Sn>B|Nq1IB%Iuk-~03-$QRN6 zg|qrRZ7U3c@0qbbp|{8A#G9i3qr?7$74BU>3uWLuBef&u`uAhVx_7a{4{#m{+kZG$ z8;q#<$nEXN?OpbU8A9MM%KOJN+jW|2T7VvW{-^Fs_hX|5%I_!s|D31$=4jX@IPXF2 zXaNor|^_=(T|njE;{&&}~LIh5zGr>FK#N!$ST ziTJl!_ZWAhK|nvACuVpreIH5~)>l)+_Q>!7`o4@X=$qBQ?T}yf`4@w~!g#>mk86*i zeuDC#cK*E;d!F5QK^W{A^^Y+4AJpgHgKRSg6o~Q-0~{YQ_z$eF{9fZ_yyvP5k0-xl zM*Jszqz2}X`bZe`3;D?~A0M9we}MYH-e>0#T2ux{oNW%}=ffFh>x-62*YCY|$btL= z`)`T*`c3E0UQQpw^#2J0!oW|orY4RmJnSDM{es_oj5{CSyJ!b1iYKQqDee8MqzEddSU6vPoxe)G?5c5|kkv!?LXY?=7 z$99<2|AZ13OX`FZME6~Y`6rar9Qotpv`Mgj63zJJ-A+wl{zfP@u1k?eRUq3x6H0yBuw_q~6728dc+yh?`n>Cz!2FL; zdfnp!T_pv`U&Qq&hG9QOJYR+(pAq{Hq4ed_IkR77gZ?6x8R~cZo#tAgPrTnHWH^}U zB@FXH`U$i1Awn7dmx(F&ME|c$?YoB;FAa8v_#@U2q0AZYi8owB;QxJ*KQhG@1LGp5 z!+7m5)I*RSS?e6xPrXuLe;(Uq?Jv8`SR|^4QMtxZjZ&Oryj>mquh`y%9r`pbN&iv> z|Br_Kci1?=C3;LMAHT!>O}p3MU&ZGu-*v0>QKxy({}GWs3kkFQoM9I4h4R*+OUK8L zhxzN_^MvXD@K`(4vrvBYJm>?;pW%zd4~FUg9E9@YB|uuC$ z`NBF~sT9%w8B_nI>X{l-EV;faC~moWwQ(}&qd1=wD%fk!yP2-f>{qDRHPGSlV;`6g z_NS<^Z>(frSFji4mtwGw^q&v);O_{pJrgvr?HBx?jrjfop(5d#c;19z$X|oS{9x^_ zm|yVrBsLzt&+U<(hj@hZAq?>a=g<11dY@47)Y-f@78ihiaXo=y@Q@Qh6 z+;4#T#oB2OTbUmpN?uN?>z+vAzq06rI0X}f5(^y-LnpiRlG+0>7?5C z$<@eCTwgnlUwEcPLWS#Vr=3c&O)ti=|DO;lNg7DqtM-8Bk^f5fu2lDU?gRS+IDchX zvnyXhLV+ISzjD_#5l8o|<@TZ6$7zuKW>pqXg~}ry^}L%pn5{pA%2@_u%$v@^`)F^< zzdT(UdmRVq;rvyG&(yf3d>q=*epFo357qB91x)Sh?nPhlPzC!%{;L#9gr*mnNznec zP_@tR6Fnn$fPNu;3{(CpRJD9L@1vt={fF~YT^_J@UiAsM|AwAN%>74aQ~714x!xde zY-jj5(bIXTqs*<91>modzRn9LxXyo|3-(UWmskGLUE~GrIN#2~*}2gRqoIGqYLnIm z>n1&fd=}{;%;m-KPU>Ine0@e_H_?8SI6o1p-3lGovf2Xr7sn@t;s3I6d}>#yA%3Yn zPgs>QBMRaz^0$lR_z79ZMfaH?{e*#jq_0c)w0GF?D{VJJhxCiP$+L!C;I_((P+v98duh~NKgRph3^Zx_ z)9ne^Bho_{&ZD6|X&&g=+Tm1 z*{G{)!SYohVaOMezuG41S^+b5L;VE%*R~73v0wQm*Jtg~HiP4*Yd}35$I}katEjVW z0Q(*%_E!w2V|`Od7{1p*|G_YQ@5|d+e5H2S55oC&GuNzq`(H;^9};#ODA8GOndtvO zk=}08y)6rp4}gC{es_yHs`GQ{Dt6z5uv_C4=ceTgpguzVA!h4gq0X{h!WH*N1OGAp z=xiTXqGp`I{df0nK0OluEM)(eB&{6wjA1*ayy!FvzbRhWZ)GxBF8& zCFzLU;Ga-`x_@3aLpd> z-?9G#{J{PUq-+-b%?Oh9l&lcXmoV@L;{{>v4-G7>TrbLr?jOVX8h9QkSh#f-Tki=C zd>fa$rulX-Ao>l~RjL0yakvAs4};v%^?~}g`Fwlr9dfF%vnm7=?622}FTvFgmE8V& zy|kSzJ8LqmSH$ZhVXwD(v2!mpz=3(TcD_W|PhKe@RCpZh5A~5@s;9Ab zc7A|kTE7eX{Wm?*f7T05pONY90ah0>z+N#wFq*ig{HLG>@;MyeD9GXS*(s4SR8JHd zMHcJiY|#RLhVx_iB76S!gtl#ADL_B2ANrT3m<}*62mgWe_Wz^xa*@jm8J3?IYdhU~ z-&(=_nep`62OAP5g1sVtjZ1qw*!F)3{n?1+MHuu=d_GS|n62L#hWX?BCS6)DTiuu> zN9QYqrb83==36`feL{K|X7Xp4>On%&K+6FV%cI!&IpKhP39HoS9+EdCdmQj_=!C@2 z!+Cr+o9pm4E7uVGA?hPxs8?WoW$jF#2t&Sz^qM7QCssX{ga5lgeKNOvJjT|iEAV5T zc>WC2dRb^5RC#Gz&Qh5w;VNnv!oh!;$sr|@ksr#oVgMUYT8(1La zYJaf``bYh=8fbFytifa0Uuuti>3u7QwKEq)eS`U7e}i^zT9wpd%kw9~pwHC)^y%yo zdvpLJ{{|uE{aYJe>M>+*3fs>RS`YlQuDQRhbb?fdn16&}z6I^@0f{y3@KXuTe=)=h z=YKJ*mq-4KA)hk&7lZzze`Mpuk$f0Ev|r5VgL)gz&)Qa5YrlRp@SE^b`-1B+qWjvB zf7UOT)je4$0REsn2K&q#d$Zme@~>^;@d?BEZ(}hYqMFfYdcl#~?~s{xi=XsY;{Iny z*pTD3x>F&Zp#BU=yAY#3>zrH^`R5^x%eIAPwXyqkgf?Ek)5`}d@%4g@&tTW+^C4jW z_`Xf>(?9!DSMc~@v+=|_{oO->AL#E1bAM^`Q0jY^Bmu+=lqbVfj}_X~xXhaw-U9lI z@yzDGt8bhd%vn84Xlv2i-a<>C)uV;B{uy^YUiXCj3F)!jy6@tY6^WoPgbNo%-^gqP zdq?}XMGW?h@sKd92MP%T|Ii-U^K?E+IBdq$g5gO^Kwe1Su){LuvP)L7`!R*X8oPa0 zvB?8}hW0@i_=WNvu6U`nX;&`9E0phWN7eL}({-}b7~bGF_SewUu>P|U%X2tlc3wqD znCk;;r}Hbq5vD!z<~atK_^qleoxc(i zhWLu_6NY+iI}G;F4)ghqa%j4qGUGhZhw>klG~2+WtQh!<^B<%5vOHl-nv@60XN+Ro zJ>M7b%^}0(Ry#&K-O2VJgkwDmE#Apq2Y#VE$41M242duWe~#GR=;)upqsltad0?Ua zwB7#eV>IFa2gT=E7zTP!9@Gx}MS9rtXBiGXtLH29h3^M?iTQ7j7~(P7A7QxvhTg|^ z?yu~3_>>3cWysP0u?y{weBCov;w|J~xV|C`@qpg1*F4_mxh=1MjXSO|JM{Jf;6Liu zxJOkUvpw@*zF4mtS0}kzb6qmX7vCS>S?_v>{nxoaozPJ`B4I!;`A4zfmD23k&%@+bNov>QgaZu95<+rdosNSMJx;0N-1V!+n0&0h><4wC!`!}%1{ zzll2prxz^!%HtVfR!0Q3p% z#j#(*50C9d9lH^|j#h5I$!~OJ%}D1*Ch-(wB@!RIGM}$Me7UXr~BnsM|MSYg6~IAz6{T$=cg^{eXZ5_DA=!uSe}F> zo|3;HEOUU~pSJ&wyjSgCnM1^nX_t3y^}SsM{p0+nUDcI1@haehr-eW%>#zk!gy?HAKS81fIaC&IvQj0fy_x{pZ6 zo@e#U8A`H$(gq5_-y?r!nC&|AW~1o;$dH~HhZd@~8I1*gqkRyTq4RY@*3Q;9gdslR z{8;-;lAni?hh|>9D$hSXET@P3dU7A)CywVaB5a25>2JUfoWIB1JzKV&k%f8)_U94P zY#G&A1LlY84UdZfyUYiV1N%k(dK8W?j-1mXHC3Xwm_H1cvi^&{>n)Vt&HJA@Yx!CA zl>h0&%yTa)RNtgQeud-Bn(Wb|e!*~{59yip;B4`q>3^X9PVKLEC;JtC<@C?`+AXSc z;#IakFZA>`IkWZka_R2f#OJFSmfS17PD~$b?<#Sp9ZrzA`7Z{4aiJYfl9>B1hWu$j zJN%0B3+i7Yli~qk@aHH`)_$M(!{}lDiecJ6X7s~)66f!^xA*U37dJyZMC^6?{DgqP zso<{+#q=;7M)8SZy5C;tmGvjeLgEhlKSQCn?!n1*;b9$&NuJ(i-(q?`7~Rp3=<{xk z-#pK|2k5(a|60f}eZRx7q%8S=@4u%sjy>59{uK3V_BK1k-V2lfn~CY0o#q_3PbmcQ z8Pq3+8z>(l%}1vF9(+{QX9HkNRyR5Bh-lvESLDi*ChNLwvye#qV5XeVfn{?z_YI@BesW>+H(8 z&>zwtV3D^jv+)qnhw@=KgT`l=*(bvv+57u`j(Xfh0qO@h|9}%eBKAAwKzuh4%bzg# zKa6*TVSKa?!t8qhA#11eRSW}v+Vv0oA^LGVzTZRdv-4lVfLq=7H|>pw{|~46HLjek zx8;?R0r79Hta5h$=3=mKw6D44EsHyL2?PIy{3FcQ`+@5+a*sc{#p6X_oOzeJ+&92) zd_VBiv|frS4$2M0@4)N5FReog*0m@sIHM!67;q z-T+2<2O)<4mu%M#`4Hi2W{bAhiq2OcKZ6j1e$o4gVLt=uqjs*J^Xv?3ZN|Uj{3Xoo zab8^i#w^3NJYEsz{%GEz7eR9)MECKaJwCiN|LlbGf8GnduDt^E8|i15?T0Lo%pTIgrYrbwUo_{?0r*e81 z)C64mIw}t04eHN=zm8Yxr(T785%Zme-o^9RJTHU!WB&_-JRH9UtAYG*KEcw*%-_q1 z{0FuNt0)y;uaE+LMtckP?s-Ntc`p0DRT%8wqj$`Jx3J#D`35iP@U!oU0gw;ldY0j? zqU;5TEEO!4V=nwrXVRj#YkTC3DAiYa} z`PS8#Td?!FLc*}#!uC*g86VSIS$uypv{&(WtzM%4zeRdO9jomZ)b8xS#tXgOy{xsM z1@bG@*D$p!6OP?!hWpbA8_wA~W}*|XSA^}_>Q^4$3C2fz4!iZZYeLdHkQeqJ_Ne2U z6$Xd?_xzJfJ1g_Uz@MW&Eqk4kc~a&iypQxQ`|X+C^Yl;1ml1~_2zcf_CL6xrHWu@1 zd3nB_%C7J7-)OuQ5+0##X+wZt7(Z8J?%nY!b_dK4-(RUTE$@R$Ewm&3E2o^U)Hh!V z>oaPf6-?-YI#*KcNgeqZ!tZD!QUbMgu$Po{;=m+y^Z0WH2;XiDQ6vZMfY{1Jx62&1jLR_ zlxOS5h+41voelab4IurE>{(q?JkFf2PZ)L~dKsqgDTR^d!zXUf72PL*_7jO@~zIxNM14mYf&ikM|*8~o?vxrUL_2D%Y%TD&} zVGR7i@z!cIT%G^&B459+?QRtL>8!uBI_clq*M=ibCi%m94fAKha#_UBwSP;7L|u3f z=kaj8NEqx3`L)is=a(_TBf!2a#qwCU=2l;4~m zH9@|G_COfo8R|D-@DE5oVJ_c|>O+Nwk6U>CVx!CGmE|`?`vFMb#=;f1JN6C${XuyU zhWaj!x3StKbJX-T+<$Ev^)hc{#~QG2ZQ@;3qgLUADgyBPyB3Z2Kiu&Sbl^d zUX1$}!};kR|6CWp*Th<<#ne@;Pc5iTg zTSvrn9X0qO(2McINUOfGS$JeOdKNmze4ukVj*uG7&^_)}JV!l7KZCsygFXxN)J5hfKgFH~a zgdtwwd{{fnw+Zujx9!iL<)*Wj!TTuh?Z-QeEOp)m_J;WlVZPtMutxjmc|N`U-tnJX!qD5Y4J)dAC4)Mt&X&;=Jl7@z7gYxZMw|siLquwbWc{D2YW$%h#ldg zlc(l-F;<6!mF+L%5SC$t$kJtJ4%EL*TcA*njM~ zblj})Wg*muuwK9CipCF!jiUT+QE4wq>nJ<4>*5@+5UC>(q%I`$7})n zMtKkhdqDZe9~~i8)VnX(+hFndgt>o>ukNgtv2_IS8}*4Wx2L^TUynMU%z=6l>O(?E zrf|wNCxvUYeoR=W?>O;uJiL$jO~P^0AxFlF;u$`_Z(ip`8BCX_x{1FV151h}TxR&`Z zy3b|ziwTo9?Uh*@*a_C7$bW|Eehk*m_s^2j^In-A-KtFA2MZ5dX`KIhY74vXO?Y@% z$>{M9PQiXX`j6y2XNvYq{s8;I{D3g{3-s>{)Aw#d!aQF|eimu<>D5i3ALXC?dgF+3 zis|tGz3asKNf_4ac>emx#wi__&oGDm4wUziO|nO>W{B@$kjTaG%qj+8X3hx5xw@6p5wYOmjR2K_V;kAF00Sm~ZYmf$b( z{ggiD{VFyLga0o^ey5lmKbt(O1kQ(Gy^1hD@5I{K`5D5XPt+g2&+Bt3vwf|0SZTuj zv1s4NTzUr#kJJMF#PL!K9M`Rm*aY*z@zVNh_j%Pa8R*6S7-seAG)sjg_w7p9_oBkI zad)n*k`%4?vA;CI%j@ygqWdK9{o~-B)@lgA{xJR%2LFcR9q*U?{%~wPoX8B8teSlu<$xl`@h^gHkOIrsj2zVH8@k9*(uo_p3k_uTPfnC+J&7R4Ru za`ykvpC-OOJ0?L%QIYxI#QLb4PmOEj+4+t01D-BU-H{CTf&M5-c4*_q{zY;xX*>+G z`GhdUHz=PZ-I$F&$~xc=k^UsdtRw@|TRgr>nz3ceXhkia4@z1()@$`9JsyuFtqCzc zeDMH}?~~ppc?FH{2l6o#>mOl0A0&4TJ9_7DDa;=zujGE+ZtdPb8|(+=LzuTu81xtE zO-?9imZ=`Y`I-FP`rwNL7r{Rwzb{zZWxbXOk)B5OePLRKy}FMS)E^+GhcM_H`d7l7 z{tMsg`p+EJu5gv;yO`^;H`;C-(1-Mnb{Z;qwV$@UJMp)a9?&ja~nX&!4GR>J}S5&xZda{b`-FUe=v`&GV6Iw$ge{ z#vXkAnKt)jvRq@D6uk%4lD2P*=j-Ku+~1|$F?u=hM!N!if3qd6EY{-N*=HaxJ@I%M zK1uvdYtkQM;WZDwcZBp`?a;MG*x&^I4gL95ZT(T_J$EUy^C(xBJ?}j$(gx^9`4Hyx zr7ONLoETaS=L>N>>B{5w)mk5c^#$RD65G5pmh$r*={Fp86;vFQ=>3A0^bc{zOHb#* z`#s37YaOH|-ZpN8`(^n5YrnPQ*3Vr8`ilKu*R)B@n4kgtB|PZEL_5v(ATPB4>$QbX zcf?15KB4{*X5SZRx!&qkdp&w9thcbgjE-~r>uW=?z7dA_So}Uo3t`|N@`u%D=dW(>doB}s zC0MeC{3T(K7sg|(+?n+A_6_BY9UXFE{~hg{F!)2H|BmvI;h%@jhVdf5?nEYak3QEA z?1AvZ7K^wgqVI_#J$DGx_cmJYu5q9EX1+P_ANLao!+eVVoG|PUV0>{mDzdS1PriyS zwSV_>hj~5~Rb2n>$!^T-H`WIH8QK?Nc0ar2-oiO&3=i*O_x)S$C2iI1^1zMD_kQEh zBA<5vQl{^JEWH=RW^i8w2~L$nOV62QSFG)~i_)Jr8zim#Owmg!l^W z<3aNxKYLSK7$53ersw{qWA_x`d=jn~2y=g)xjpI2_O(O6zfpa}uz!gB&g%GgwNu$g z;O~Dh?6;vkWtqpXEj`jjIpBk)6hN$!}yS%?9jE#TGuM`crW`>(twRghj@HO zn9rw#Azw=EV|}i_**PIoz7}4Fd^OTb801Iz-5sIO)CKe#$DgB{`C_B?8t_lJpUp7S zXNK8%dWM-lAPo5cq$kH%&Od)d6VQ+ODu&s9QI7TP;nEwjxc=tMmQK$(z822EqW(Nm zw38@xm@MCg=zSD)b*JQNXRu$)XEIFhYqdQ3p46xI(K(PO>c?ZpC!G!l8iBrGdygOg zUDYmi8sv%mCJg;!`4iU_gVjBHg8#(v69)dGe|fTP(*V`sPr)BjeZq5ze@~7tY#8Y> z5&SFq%O{t%*aVzkraFw|&G41~DL?sN%=1fBAM$x9uP0Xz9ZU&71^yJr_f$H*?*qeN zJ|8`Gf6;zrzCFkv{X1dcKhjH>$3stJU79W@KLP)M<7JrLHzEx7ME}S7kgp(Zhw@zve3IUd*_V4gALSJ;N-YmOJ{um)!PUkl#lA$#s-{ z-hK36;0M}2VHh9IPlRE;gY>X+mXBkY^lj)8sd6wg)^E4*gmMg5`_cQXcPQR}G7QpB4 zy!=65H`@$S{7&&B!}TQZXQ2lRUwYU9zfhkDbA8AkRp{|!n`pln?SU}NpXmSdeNKK2 z-Ic)CKl%F>`L6Bhth9pk@wxJ^?#IWA&YPlsJvUnYvf51aeI0%A_y~hP!1h=r7d6U2AeK4Gq(1(y4lzo>JTr}rpZ2=n=?!2RXD>7@oR zUTnW0S!sty^EsXmDO~>3R{4ex(2MtnitIIZ*{O^G{^9*L!oXkD?;}_p%yumO#-&DNY zcFnv&K0F>QnOoUU$!7u3kMbwX`)62|##<78)3uw^K=23HKVj}~2+I`^JtZff9(`+G zB3DHGFS#%@$JgEm@>|Hik|rZnh11=6{8H-DL;K?SFR-78<0;*c9&u;EdGJ>#ztXUd za|iil!ufD4e`RsacVDzR#6xJ$3?~tNg!z33!r-5=e^x)1+I!tEP42^IJCKi!Sbqt_ zd0o?gF^}(AeR}Vzf4Ze?#J=xy+jc_!2;&jLpx?;P zvbA5P=8wz)c_2My*+KeeUf+QAI<{9XajWOYL= z|B?QRk>Qy=y;}HwdPPX{(~^)A;1BV<7-4=Mi7@2HkiLqB*aZbS`?x+5275w!-dY3> zD({oW@0Y(_kWjp$Lluk%=eJ5N+w%5}%Q*d&RvoIdZ-sz-(LM=-y9MZE&XOqPfF$6GA_cQ&7+EKBDAJ=p%cW4*p~ax4}Ctn&HpX>UKz%ZA1ZewD;-IM z_A!1V%-=)#*rh#b@R^_Ro&lDBy!0wA`sH`v2hOL}#*VX%#-D)uBS=rRPeYG%FVXoV ztY00j<*m^5Ht)assE_>4#B6T=)iD~ydvx;H_b^+kZ-#x`Uhd1j@6b~HqhLXknit3$ z+{y$}E9g25#f%}DqV)=dg8hc3h z*aBD|VZMbhKYvoQ*0$Cf?#r|FN=>SMc|%|-r>7>r@s#@7JidRx@OzSH&8H}P>CrMW zapdm_gFT_YBnk3mjlNB2!nk8gLypgxgw(PIlqS>Ph5|E{+1cpJ?awNcgFT> z4YCFE=6dt|Sgm7`=h@k}_W<~@UW4*gLrV!oe77|x5Ketg-!GJM`s(S0z~ zKf(}yp}(jbJ5PR~;RHS(GtAzTs9SLK*Q4SPp8xo|X#TdC@@IU0|GMng>-$qT!+Cq` z?`xsn@W6!Se1HC1r&IS=UOEo(E|z}_=me=>NIAY^@2k6KAFJV{@;QF7Hv;94WXOlkH z_gZH5x=0%Mh5B7@{4=6u=o&s>*56!|CoxO(Jr?Z0{`H}V*VFj-5nI0N{Oqh{?E?0Q z!!R) zhW#4UhaWu?)B@XLK>yGm5{7sIxsftIEx0@yGP|24oZZ3i+cdmCt$0>CT8_P6&`?)-@kLw~ zd@mXO17Uf#AMjKDe9DzSk3e3?4~E%#;b*sLnp*lU++X~h6d*tRqyqGh{BLx*a^$ti zWAL{qug2hsJ@1}64EBWMX}oH$v!Y-sNsIk&!PGrYUATK?!eiG*U z+fBWLZuL8{9P+uyUxrz}vB}_Q&lR!ZaQ_?Q1HwQL>SL4B?Q`z8-$VR|{A;R`-(BH! z683}8-!yw%Ka-j@0@e#Se!?(5)Su=JH->!qA-eyL@@&35Z@8n^Q{V@--&{Jk|8k2} zFyB&r!tB0obBjl2ol+0Tm*D!b<@Wr9KdPf)zXR(N27mq^%<~m3`Mb1D*Ng*tkbc1y zg% zwtFtkFoOLFY@aa51MP{Gzaskn?&)~B^5|9QpXwjH|GCj@9`F~(_c!K#zlAMku%Arr z6K4Cze?Rs3tFXEn?wg?fw69xQ{B24E$OG-Q{f_za;#GCh>XI1m5C-}ViS?5(#9tWC zwcmAZ`CHvVbs?-E;MYPJ>>uSv82FF!VfESh=l1-)NYQ;7fmA0)<(P>Oe@ONgjgMjQ?~eb$ACRBC zoW6%7keXAr$D-B|^g}EUfz4auy#8q-s=N z{WzY%`62y0qtB=Kz2G0k`4fTkd+nqfm-<7zD?b0lFi16t1xnoz4_Y&Q|K>B2Lcgsu~QwjVO>yLmi(1ZMC<+PtCkTtyBx7Vc& z;9tf1&G7=1H^c0HnLyUMv6K1Rd2GERkPUEaz7zP7(<`_5fNVzg3wAzRAP;vrB^^cY z;TnngOPJ-uSUH@p#{T6G$4M`ia07c2`!|97oBE(lQ}tkcs4wzgH4l{)Rw=!w@hDht z{r!I2ZlGVRuL6Z}fr$`zd1k5HL*nOMzlwZ_9OO*T8)d?4K~R zUxDII+fi!KqVMsE^2YHJ9A;Zj{G7R%8w%?)8jK2O6)1VyX z)4|d&bA)Y~>O$#oar=bTE~5Vt5C-}`{#y?8JpC8L`vPJA!FBjP3Hv|HA87B?9{4kq z2Wy|!`>a0DOZ3@m{A_+7#Py>?sIPLjS;1hBXfGX(pR5_)xI)&SjW4sJ(*5r~_WqWj zL!SKR?P+yvJ{73Cshr*Vvj>Zh1gdia$A$)!!+a#3?>VOVSfCow*XP{pT*Zr0rsDAt z27T=NFXsM$%0Zs!F9^eYkNV60UrF>cOz|1(kL4=_s`-YtTMi8YdQrbs3p1Sanr3l- zrKa52XLqw7$P>#6v;2X8FpJLwYGFMu`VQX&{6PMxl~#41K1%`O3$#zd++Nf^olqQO zmIeBS`qQz#D8EyRD&%tzcUqFT;pi6)$e&FT^Mhg9-w<@#t>|}rdkW+y&_6QF^u5#G z8OvfP^nv+89FGearuQis27AEyr1Rlr-UaXP z^Ky4QAILDoYs3Dn5Aq-UF9!Y5{TGA$&|j)YYHxa#a2)&{&JXJOAFgJ&%?16y`GYXD zFDd?iS2cwN3;*nb^SpY9dv$T1;T{A29p%|IQOC)1SQ*yt#?iQtI7wVJ7t>(ng zf<(v{iSsW4!Z2RsFJV~EBR?6Y`vR;!#245ht-7>a+Z{fMI7EkLFCbVGB1-RigWy0!_EuyH3`e1$)KuYsnkEQixm)<468!4bT}q z!s8%(zY*<$;ZxL})^>-E6|M)R=)D_()*Gd;j7hHGkLmx2!G6$xQ#to9T6Ony&MiI- z`bYgEhWQn-cKn2!p;tubdvUz5I3Dk?Vmah%kpB$R`d-j;+jPT@dS;6KSbf6uUZS99 zTuy6*!(H&-*j_K$hR1oC6CmD2tTVo4kpL;GkCgke5I{^-07_HaD)okd<_1)m%K}Wj+TkuzCuY}?Ms9&tS2l-o8?n?YL zC|CV6r#u<_H~J^TwWdo>t=EJ6x%fVjz%X@?->de45RamNG5n(ZyUkLxKZo=Y274yl zcK6Z^-T9o~MiX4^l1hp|J~%%b<#rEh3;Yh{yT$&6FzBnnzZm9stUnWd18UFY5J!F z3FGDH`z!*JP6t}9NKOFyaQr4(bF}r2irxoDc`(fMoiNuA6MOCG_ZMHV^O6D+rZj^GyPVT}fVjThb4db({+Nhy3c>@;YFLga*t{sK2HLrTX0- zrb9f6@->~NXMQFr4&uXu;{FK3{-fW&nB_wSR1Wrr_RIcH`5smd@0sR=?m=(Wmo}%Op`E%3{!oVNYAM+kFvTyech5G0p%%7J{fBvqO`>yn_h5ZBM$AHBK4LVCAfq&Q@VZMGCkQhIBrfMko6LJ1S zFi`%_CY9)Wpsy&efvf(OYQlx=RFe0={VSipjhUcymD(FLzf*MlXpuh==XV5z!9LNy z5{CAW9#)_BM+JlS_366SRP_EM+6Q6aAIgg`UvF4;2uoa+DO#W7_$_;_)EMU63i&Cd z*V3yjOk?9B)%ln|6j*LB^VmHkn4PZ_Sl;a_A5F#md=w-}2FZ z|F(&Bu-}39OBmuYq?a(yS6GF+7=HRw0QBPc3A6mEfH3Gk>I=hc{bY63-n{hn zHe2Uupf25w=pzjA4AM&&_Q$dPA(bZ+PK1cw%ftSMPKl~|JntNg56cO|eggJ4^k({b znaIb$Z(JV`hVi2Q6Xx<9S~9i!iMrmfI;C>N+@Di9yRRo84Elxi3|pUhENh(T{R5wHiwGG%ha9a z{=z2r+}3BlT@?@0{A8=Fcf6C@E_phSE3ge{EsaT(WA8UG4El)vjg_UyHR{Y803liH)`66 zH2YqMK!4G{jPkjuzaynH=s(JL)ScGsbhVWrZ=?r~gE>a6RfPV<=amG6fj+bc`+?@+ zrz=$DOUSY%_W38g=Ya7uVVM0;-&pxe>W^W1|4d-NKjrEJr~9BUNT2BcTHf%6U2-nmKVXIlot`2<|gJ0Rxk$?5 z7}&2vc{@74x9+a%5Aw(H5Qg^-P#%trIXAn0#e zcVc$SOHas$VE+>o3>y}z&jkI!_6T$PBh2-Ef`+f>&w`!Mp7=befH17LaJ;OX_IFr0 zylb;}B1yJ~<=i@%+RkL%&UXG8wcHJ`^ebN~=^J!NeZ@aim?`AdsGsJ^v9}Fi@ z|AfJRqdpOad=2_D!jOMK{!KQVquKt@2>hp!m>+~ezp(z~B+pA5m;Pku?F5rcy#1Oc zod^9z`lfWuf6(x$0^$Rtf6B&6pO}8WpsyGYPVKFEVEgWJxQ~kboI10_Ut_Ike+vIU z^=*AaaMn4{2gI&=rsKCAxzFL+XO%Kza189%&7f%2#N zkRL_1EXaqA#PK7B`4;!XrXdD<$N72M z3)jRugMFYqoDT>CKWTjB+1{-&S0R4D_--0v_&?hJv=4FnVsv)E{DbXHmr7W6s>~nk zLs#7Y^x?7>q^v$deY9`FFn|09^Y!C&-y;@fFMdLM=%1(0Z48_?;waDOPCr^2J8*{( z*1tI3>5bN-hu%2|{UJYQs9&E@^=%fM_d$9HLw&S2!r(tp9y6?yTLu-|zf8>vwq1~xl zR!8CdQg3m447XB$gt@d7}d%co%f zC=d6PbH(xg`#^v6#PqpeK7Q_?-xcuB=nvhqS9&b46uqB?{d=g6OUZrH2j+kLzeiB? zO+SZIJf8DdozpRB{SeRx9KT1DO7fD+_Iy3(adga?wSDJ8IsSikx4PcFjeo=cQ6C8N z_=7N<-$Qz4TS&_5OmXM)&+MV94}EVQ2mYe{5{CI5`N_)ZeO>{>EFPS_)mzhJ^-RzQ zjAsdhKHz*y81zAW{!ZX2J;_4u;~FIvuXy?_AMj(@E>4eUM27#Bt|l;F^Uaz#(!+-vDx;8^{4huV;m%kM z8}RSgzPFZ1)}+i)kPjqWu*C9t!UM=}B0WB`a@)Oj*2^8B_I(C-dou9XTA&~M^Kt8B zHTk_g$k$w~PYkpDA;MtqXn%ykfBzRplRmKeZ2l(9{iV;Is4gQ8&jT)u-<#2na*I3dc{Fy^kaC9rfY&%tqk%8m!(Y z!vQerzwg~&;nK$%q)SNNz6JVcmPHqG{h#X+qOz>W2J8d%fnnx9=6bY9+uu73{6hZD zO&TX1I_LtApZ&Z%XRbS@$?b(Ozz_rbCKfHaTwi)Vd;coEy1pE#)bLBU4Op9KnEUrYlN=fU z@NifkQ2D5B&l?YyD6;*Xz?!oItbSaPV)nWyRWEqbcVCbX@?+80%-=B!2LXTZ|3STj zj=mUu5BwqWGsx!pytu~By#JtSi8U|1XTo^VzJg}x*goxB1ov^!Uj@CJE#0!HlJB<% zwS{ysos|dcYiw_^Q~s3vr6VAI*dg{Ggn|F!_vHnIK_7`t*m>?%^J=p7<|zCH+{Y zHL+k_*E5obX}@Wib%Bed&tEBeA5E|~GWkUqAD80;DSE0u$NpuRH9;_np`2aH*FOZ0vL%6mn? zcbz}&&mo?|`FX`^*R?Nn4ng}C;`Rvxy;Of)mdoZlPeFgM{S}D$e8VuyudKK>TC05f zH@JU+_O+tziOvvP50F3ghgjhY#e=N;7|mzF8eyA5cm9U+fT*v*F?pN9x5a^f#{LPz zcu=0f=^+a8q?3eeGhfAEa;PrUpABtw5P06o0LZb=YvM zmm%ce@c)Ei{AkZBuY9UpQPvmeL;WYr<12>Qe*DT}o3_!7GTgpb*-v&I&=?E;9QnJ- zBU8UlCl=^OdR8Tt=smtvspbY64?h9JEFVvp=Ra1}j4SLNz7ocZ{8+tuaOah4c0xJw zZ*|+*!7}o?+V|_SZfp|^dkj<&KqW3-t&vSlavHmffufYGWK@96< zD!*FmC-p@I><#sG4PxLY>MO%+JPcnYeyn+V&T5SMwh4s?+1*aY&y@vi&kd+v6Z{uAFv6cFb2wn2Au?eiYf zV7-9(4#FTmTn`Y2cn9@~l^6aO^ZXB$%dq_72Gha8-a}-8A2>e3V1Lx!+ZEOePDX)$ z!|`pXz9qYMMmoeh=s!31%#4@U7txRW+vsfkp!6BP??dYj()5AzRydz+G8>W@?LH6U8MOCJ&I8wf9P|O~700(JbbjRHt1BSB>>-x#rX9WO zUsW6g`jMW{*#}PUx!oQ3f&2-bGezm{F=x;>^hXS{^(@2eJSJhjz6kZ{^Q)J8Uzks* zJ;Y$IIG#}dB5fO`5RgB{zl5Pa>St)Fx2FB*?lLiCZ<{+=dfdqBD*KH5@8*8bPMGA1 z&ST*EVe?n3Pa7M;K>pa@=D%YG$c`=M=Q*|vl2s7MABXiJj)&nC8vnMP(ej5Im%x4i z@^9PDr$v)OBfwu^dto-IL(G(K0DtiRVb>=eRqow`-7ge`8_iXzHwg!Q!}{S?Ars@~ zWb^&x@T#`_A)Z%39_atWze;Eur-i|OJo01v{3pHN?d=2eJ>h6yt0=Yq8lWGj-+O&s9qW=^71?>(z3b%P4LYF% z>s8b@!hC(PxBfz2*E#>64~R-N?OXoAg6~H}eU6!QVpR~t>uA6G#vDC7J$W&F-~F+e zzl6b`Px}``e`Ei}uzo@Lu>U*bd-VdsFn@{fA2JN_0{S!7ekJK2tIy8Uvi2DN_g5}{ zTJJFp>;v^_f8(gDHN6UJ_vGE3P{DB_Kw-SbU9QE<&qS;G+PCpLxq5nIYV%FMP*%j6|Nbk`{%5sxG z*#gG->gY4?OzpBhN-Vx04EZt~Kf`oCP;m5l=l&~wv%y}dykKdjZ9*o@k0_s`9~bR8 z-SsTHA0{9S^i%&>4*H1vI@;Fl%?h;#(4P2xA^~AozhXSW${GKUg&wT;@>PZReenOs zw*A<&W9|TW?+MorguxzhKjK(zVqR^(r*QrU`F*V6qqK@gXN7#CH^y{iV|Ash;sqK{ z%#Lm&+YTu!UZwV9KIHGrtK0_pB-ED^fnH2=1Rwp4s?#Ye-+vXI-(sIr&AyD`$ceytjhuS%$SKULy?aEA0Q2 zxw(Y$vmLPBME;*@sJb%bm<`-NM15mei~1)F`h@hHHjz)6eW8h;4<`)%n93)G`mQhR z3HpoepZ-1nrMli{)kfmS8Lgq|OQ)aa@ho9(zh|6h-HqMb5BP)aotaqgU#M##=`4lx z5tce8X)hi>D|eOn{4WOoJMcev3azJEeRs;o69#{&`)_@iFHoOY`Bcik5eEN{{3HzD zBgOHua+c3M<5qrsUD6eZKTsdf>{~T!SL_qW*PuS1d35U3yh+Z$55%#X6ifOgYeT$- z`VqTz+qPx<7x3~px8WrQzifGaD{ixqOwx^Z9$&<3H1Dyh@>jb=`V?>V?yTLf7~lu$ zSNwWgi5XhmmD&A`_yYsNX2eRv_f)X|_~VI!;=gVn544Z?!rOyaY}z7shU5|d*7wY& zt)lbH*xuRC1y*-1T~%QBPZAV9tSWzV3hWo#Bh3AIg4zAPBbDtzf018=p&a{5m{UD{ z`sasyeoqL+1YKSBD>eSaKV7pDOBhx$gC`^&_Nw(^*vUJx&0|K}s(Jmk;Uas5sj)_3Y@t6Q+& zjqN3?>i!zxy&3Fxh*+Np1OL(gGklEv31P1P?EiHCSCE{SwRU+>8b1%1Tq(Q$<;W*I zzDaITE*@V$Td{=rd11;s57pthKp*n|!a_?w!@%Xh9UR|m>65JA ze=+bE+oN(=pQ5}jUpVf0yr%)=Ka9lkAPn-vc#AO4mom)Gn_h0%A$k0uF8BkKA7P%~ zNqsQgL+WD`*cHx!hl}11#`dlj&7A+>&v=MWs6Jw@AL$Y&Zr=Rn$n7Ux z@bLM8CC9-(B7F?A`w0xQ^B&jC?q-GBiM}U>{SoH>XXUPB-`6JQC%Xkmas9e>*hkH1 z+d5b;nTh3lU7_sn#d{5My{Z4}UjFjMHyb+`l6_`K-r4AB`B-Kd&G#Aea@1t+7b#38 zer25A@T0Ap==~y$e{Q5(EovXSNTG(xZ``^TCaGHj{6>B-O!un=H%He-&Gk0|e}MZn zH=Q$QuA3>!*P}h&>gZf2x%U;EH^%W227SQxZW%`{o%un9&!@Ni9*#QLIvebR>hHHq zemMRJtUn1~4s*_acnbJW|NnYe_-JfTpbzJdTlIp82GThY-(mgRowY;jA9=w2D2(53 z`{&EbnT=ANPxIgHu=X22irT>5_KNvQ81&cbUkv*Zm=9w0Pm(>c`YDvpW0=J^x9?l^ zPzbqfKQBdo83N}u zu)X_F*Y7IRUIzAn=Xn^W_hs*?j=!&8cke(;yT5kPz*nxb}J_$qoiS0cdx8}?J?u|S@`t+q#u}#;B-2MrJzM_5-=Ih5? z1ywm!+Yx;IN0`SugyH{a53HQtGZy5U-6)yt*v!x8=Por$xE7?#dX_yF$|$ zt&)4G{hdx={|)SK2Z;5T z;RL#$O&I2H)Mtj(Dc)f9*?lWk&iqIIeZlXE1HvF5jQW;eQF7TsFQ3vei{r0`Bmb5>_m=jEVqx6`F`1kpG(;LY=V;CpSCUj za*WRhgke6$@suiOkG>gF1?9MYCk*}({WHVtJX&e58Z+m|L41BB%;UMzQM!Yd#ASlM zn2YHr4Ea84AIri1asQ8%uONFQ4EY@#A1lA|U(Cl#<*>hp{3Q(gIf!4msOQLxtpj~W z|Mx1?t3$56DZHOZ;p%cjxyn-Wc~^{8xP{ z@DKIj&5+iZfK!QFf8WIZ9kR@^fXBCQ3hT@j%2L3du>Z0S!``g!(^>f($+JwY$A$^B zMBf9)`~hK*C)y8Tn2%BZW&PFOpLZ19mq1*u`C+}>n3tTN<-PArtF9G-ys^AO%e&xM znJLuA_^YDTb<7seGZ62izab3$;d<(=^~|_FkFU$H_0Zc7@qgvK2ZQ~fd@C(Kj(0fK z4ClT7i-XBtD|eg5-2QtN`osM#hS`0Nstp-avy)FLvHN6%AwEHR8D{4_sy2FdYmUj` z{){jme^s5j%HQ%~@O?M>|Buma>Gc^f9_05s^^o;OJs!e*hyL@OL7e0F9T8x!ghyRE zE;oJ?@E_yXcZfkh^u+eS@FChCAq??1##;=t^J%O;J3sVp^&Wvm_m6OX2>DGI<^!D1 z2*dduqBk)rCv?L^_I(Y(`yP7+Xi6^z`p_S~_l=KeD4;r(Dg2lb0#mj5IS{6hU^<@ElafR)z~y@dJv_P$yzdb#s5 zIRAt6ez3Tf8aKBWk5@kI`a9~r=X`!Y^g~U`hKoC$VZDI%_EA=`^69q^Jb(CcdYXyO z-!iyQK;?+x{666Wm)n9mI4jJe`QziYC)o{M4#^dfd_NYx7*IUvJdbBT{%U)!cK0O6 zAIDdn>K!ueNImFZU$MLi13h@YfR&%5`I?op{o!gs^!wWzMCVme9-q|u$4@Pmso;KAU0PzOZ zM-1{ofBP9R)c+5LcnIxLwa#f%JUo zGH&R;yqyqVAU$7nuD*SAZv~I%>n7iAOX??D|6%)eH|{=mzC4|uzxbNimN(SIMY)Ci z0b!6ow*T!y=NnDVkHLSV{?zxFWi#MrJe>Ey@_L(=p-WFq1pkNgJz?H|y~DPHZ|BE> z|3ZIW?~}1(f5}$3?}Yqecou8#mSna4Z)50>$_p!#(INtC3yGj>2HSziOd)dTsXLn9KNp?)1bxQ(KkL5-?h8G@^{vskN?%@29r%Uy8^;8^X?}GC#)t7? zlitt%{m-rf{XzaW8Gieysr*Ty2esEU+VfrKU7_&(F!blmgRN&`4`70bUN$yY3^~DACZ5AxjhLFR1NwSya&!RqW=@dv?lSJR6#QB3T#G| zo*OlEmpsUy+Dn*vt$*G@7!UgI--v;J8T`EbAN}B>nqjseU)&#Nn8o*m zfnMa-A2;jU$`2=Vezo1$zRb093FxDTm>-0Jf8+keJm191>3h+Fww%we>gwuYzCwQe z9qp&v(QzBh|EQnszFW*~mlrBz(frUJDy22q)(P6f`t5OvFK+5ifcLu5A21w)^a>>g z{puV%*AnI@v3!LR=|(D#7j=R0itU|Yre8uywc{q%L;a<mXktKEEg=4EiJXPeR$Zzt0K7 zL4V>GA7eunYk_~jMGx1N8V58neodB~q#Zy6h0t8kR+6NdKj|Ac}6 zV*ewQf6;%!i$m@ZpW^=&WKu_&%z6RxNBJmhh|-Ho^i@1a|5s=o(dE^$uj!`uMO|euQB^%=ljn{zU9AgseWr zFC5ePC64L)&kVEuJfX@A%YI*6*0T6XsIq*>Qu*CuAm4}bR{1#G`0mpSP%h5D2?>LI zQU5#K>Ev?rdlZZw?XSbHRM%@)BjNjl;&@Eh;ZMY_XLobpJ#%bNbx;1K8NK8|-pEfi z*|gSClW)R)vv~d!GEC?Bg=#AE{mT1^_Af2P<7b%ipRAngo0`ewC5KXt!M>0_HEWYB z$IgE6f7AyxS097@Po?4fG2tj}cLlW(U@xxNK4OTUQ6JS1!}%Yg7ctl$;*O)-zBeRC zbA9WWR9n-oVgvWzvHeb?ythhfo3Q&P!cJvh)>rD~u>B`tXBpFn-FNi>{W2Bz-&uBV z?&s8MDLM};>^$x3_@y@e;r}?E&WjBfb`W%e{Wk2s^U=g(>79PC`B6w1+Qa_41g>`2 z+HTI`Pa$EJuMu{+kl?ULPxrw;Cf%O27Wj|)(|u9p@R<*GfWDyqbl<;wq4KjiET1YQ4D@4rJrw&S z%N(2w`YO(+2zw~qYxci)0rWwf&tVw+E%K*Fw^8-31)}?&R33ERG$N}S+C%&5L73jB z6>4al-ry>X2Yo_*5Qcah?N?*MhV>&2Yq-8?_|&bO*m?=tvk;G;FvNez4^|$G^Q}eunA(oKQ=xabj_wJeDsJYOQQ`$tZaV`}x?O*25XA zDy1#qdtKDt<82e2#w>w&&{I5KEyS=MANenac%$#X81zk?&l6I8h(B;XWdAQDervV- zSZg&m67re;_3n#bp02De8uZO_J7D9p}w&HUm*Sw=K7<(w?*E0;XLq1 zIDWz~AEUepgZ`tudYXsjr);$Z|A6u!4D_NrdiFn??mb5Z?6r@WKEjaC&__IWk(!5F zJm>?`*RwVL)3U#&z^}_#ju`AiobMA-ImjpQ-*TA$aK58*m_NkvFsm=|iulXQDSyGs zUov{JKhO`Pzn4tFr6(J+AYV?{$uxJbqd({ujp z*P_^4$A<`D{Ptpc3B&qP{GOtaFsv8F>sO8wSo`09`iDP!0qtXdI?BhpPth#q{#7Tt z>{(`8iOL!pU+-Rzw#YS%g!|q|Z|{)li=;Nb;PyzE%cpnyE5|g861eS;^3{_FiEff{ zg8qEP^fK&9`lNSTH$M4IAe3YKdOv(DzC4x$eL<`*bN;!R(+!qy5$e0_`?g&|w7-k~ zRexs2sgKJYxj)c9TM>GpuoGLq2?@jgAnF5Qc7ID~pyyTc;J_X@uY~;>96B*#NA-A? zZxR~Z2|b*%uLI~0mK*l{wRvB-9ngpNV0f@Wqrxs8{5iI77}xPx?%eg@zX;!NG(A+Q z2j2rg{Wcojc2>U6QYgpvjNbQ|{o?38z-X_8c|2>Z-7Rcc%3!cJl$Wu8V(!cFCBSdw zukjMi(dy;dU_Sw3{xZA}?`H}LL%eSHZ#k?72mOn|Ud8ACS$)WdBK`D#mXBrSJl|Ml>43;1JmF};Mr z9?%|HIrHBpUD5|;3>eAv+vLEiR{Qs>V7$nGlam@=Wey8@{MJWickmhfIB_TOiX z>m9)}0qEB_aestCzUaRgru*SShG{)3>~lG}+jxgM_&?ffpG@ zBc8ls_nCy|NsH1a^e+L7<1znfVDKSK9^!e7M+k#FsXZ)b>u({e&-mL<>cL{Q=lIlwa4)z-ZN<{$Legdu;0{2Y+kfA)_VJ>b1Wl>dO-Ba53iir)7^eHmz%l@WAw zCBzR{KJZ3C)3xwkFn+{?*8a2$tdHXJ%b>0Pa`UC^xPP{lVc{1uhq>;k-E2|I$$GW-uS}i|7xA)Lgfi=sb!0+o7Fms?Tb; z0(~pR^fRnZ^95n(-{#+P*e^$WqH?~z9vYcval1z}pPvYW{o!~B!~F4IoI>;uGpusH z*QgHjA?nYt!Qs;{NsR-4Ia}O6Vcy=b^(t#E+x=lYIR4?i3O1h~R?F>c`0|ro?>5V@ z_y2^$*Z%f18?YY!kNmOL@$MBiXfn^|S)bl%7W66t{Es+aD72YiYjJ(W5JfsqDzy31 z%X^u@1CTfJ(^h}yqD(!}`3|%PhUxyP(Dr|iz_G5S2Gj80UJwPw=lW+(6{+rOQ^joOZ4$*yJ znXkFWG!{a6HNNXJl%??yN^|As>tVk6N(&X>VE4c~5MQFpsB3B^-HKw=W*fiy=Qo zrF@;XZ@4JmgV^4}gy+MDG{?W<0V+&jjfgb!nVentbkI^>-O|egm z;eA-_pD@fHI9|fse>nC&SLzcP0{0d0|Bjpc-5D0E4f>7s9Zy7SX!j6(<{BoBA_ zVc!+()k17f3@6ZhMi}OA{6AsH5B~>)eV-kq{O-kJ4g zm_#Oxv#VMh9RC`W%eX55|Fd6{byeirg)OzMxw5hpJK ze;10!Gj?dkH;GkR-2TVfTfN^S#8WK?&6(2L4E#cUnd+Z#D|68tkk>%*_y~i4Kzkqz_Ysj_QxA0x zUGVJ$#Isb6817FXzo%Z9y6N10HST|0W6Y|?v~P#=Q22k>vZ20}k$<5-T%Rz^?3-cw zeyVU&x#BT`{kDe`5K%r2}3-B@e{*zUq{I5GktaQu~wCFO5^^NVKyHUX6M0$ zZsCS&&L&=h^So$pZg*We-F#C7>pAiMq>$m+M6bK*R@-BDMenJhJ`#rYK90}5-x-(d z5#u=j-REtNa4Zwuufy@WZ~0c!!`}k(X~AOs@pu|HS^myE;4hYYH0zdpyKcw%<0+Bo z?D}^h(1-fxxn6y3exXp+1edmUO5N)gzbBkeXf@{H;d=*=E%19yuRO=kAF@t&CW{R z!O$Q2C&D~mI%nNJw>F)fpf4!jIlD%=XK#t;^P6|mo*<>6r-0w6e}rND$Zx`+UuZ8r zvkx0y*A%^%f%$2|eE#uS(c-G7QO)OHpOE(k9f#^eevbZsC4PCn;vUt*3}5@Hv$fY3 z&M)5~M=mLhG>7&dh~-BZ_De8+B@F%y`9+ww&;HN$?|iRE)qTCb752l>Klm2fHtqkI zt{g!9`@Y}kEhrww&Q}ZP?!UUr*x|6k7n1+nmo5j~9g=7EZTj~yg^VsMg7fxDT(>pB^ zUbt{Uz`&!Y_Q821w1A{<_ZnF2?goL^M1y&t(GaR7=^kcq_VY=@jBnK9twuhn{g$-u2@1`w|}?frD{J zxKDuXFA0}j7~rZ2*#NA+)W~~4qrncy5261j%>BdCExj^^)KP^SPHm&jg ze|&5E#v5H5fnJ=iR^KZYdVI-%^#;kd@Q-;TQ({#Qs7Icgx9C?E(29Jt21G z4b$G<;QAO6lD6mmxqLZ#Z&4T$AKF1`m+1SnR6omntBpY-KW`NBvfJBvl}7Mh5RO0O z@1S)~Gh(Hf%I)n zt$ne!JR0mpPwc-5!+24jSUHUQW4=j&}& z*3nmWGZgz0zqi@e4zqDw0sbHPzs+%zRNcE~iIFt^ZH);_Hl4Yz%=975^6YQ($o_mi z88&&xNv{ym`xW^Au$gZ>?msYx^KeLC_z1z4oUymLeS|;it-9*QE7%V}euP*59C}Lo zKEy*fpAv@lQ9j%CPZz8A-Us@R{%HH)QMwPeoCJNv_O};5sCc_?J)d88OcQlt9sgti6mqL9bG5-nk^?Sq`rN@Iz21`7n{t2`Dc*2Mc5}s4% zc9qs7`XdD4r#z4B0)0gPyi?P8_OQB7pbzNJcG}7eHSnr{{ZAb4PLIuYZ>Ci6{m-3g z4S$a0Era+T=ck=lKXwaM65S8S`nwu;D7%e+!uMMvP5;DRQdffS%OJlampFcy`L-LM z?;;cJ{lZR&zCVxq(}dZ31;WT*@j+XPE#ZC)wjbGgZIw>iem3Q~ah4l=MmoTjVvHv~mA5L*K9?0X#J+TL>&c)iZ`v5}1Jbq(X zpXk}Ek!F=Bhy#A%`1X3HAF%az0DZ;w_f~mol&;l<@gt7X^h>=S7tZyWVfy}zkT5$B z&M=%8q5uCMS63ca$Y*93iSBo!y%6U2y;wW* zmxN(|iQ^seeP3p7(+K-f!jX1*c1?4+|2lNm>WgjvJm4?t!=dkoyUWd9AeB${$T0JN zhYeakP2Du0g8}iAF#CRI+u^f8qx=821M)AF=h1a%Q$J)3;{NnlFU8md_gUPYk8S*J znZL&Y-d99_eC%NQ;-tf6y#9QwF3d9Jvb4flqVHJCo)tExH6VZF2VvMhpnV=+J9U+5 z|9l?bj(_(bn--JL_uD6AU-`F;v4(sW?f1k2NsUSs(f4<-p2cuI$?v3Jt*f2H&MCt`cLYpi`T*fYxil7{9`6i0n3t@Pl5BDEuUsjFYF|LaJUqRd1_SEc^MYDK*e(u2L_Um7Tpl>+exk&x_ zTaJp}SH}6GW(`|$O}+{IJI)t%c2USqn>cu12kUQ9v77AIpTETGIfQw=Dmwl0pv{wB z!23k_e00wEH80j!@^~4Y=eg_4;Q#H(=27WA`JF2?Qaa^`B1q!TPg$32UeKN7`6B zlMicW_em25|7SZ>_9@8IKs+B|&=2G%VX%MHkAw}fKgufS^ZhSjxZjHT0bzI^@kQ&b zsrR47g1zdC$7fiB=qC*JhWiiJ&hFD*yjGoNZ!`(w8TzY>H{BItT)g1>t0>P)TL-85 zpN)e1o9Le|orv^K-?<*-gYvj^anJdKhkimm5c^-2@{ihTHyP%`^;}lb*`~X#C)hV( zj}rzR=0x!Q;pG_r?uUaefj(h;PaJ%I#GD{Wh@VJLqR*yohex?UzKG8!hU{3nV?zeN z-Ln*eiI)IjnMd-$^9W=@IU{wgFnOdB&q2<9=rY+kM~L1)*}WT6@3p0 z`zJlOdlNSQIPe$!&6S>~9iH#+5A>t{5r*ec9#@V}@ZG055cCb{zw)5Z*4FecpzlaO zVZOglmen+hJNA^%pWG>_D$(o^)E6d-<;n0{ivP*BZR?_(-u$n>$CQKKC+m3py6Vx@ zxj3x}_>c5o>(*tl-U$a@Z@K0rne@wZEci>5*EN5)lPk{b=ke^?ji}jCR;S^-37@|{ zU|qk#8!V;iefG8#>pn&)=C!b&!}gTequXyv`~-SXeyJ0hD@(lIfj`51C-s^{dGb)v z_Zm@OZm66{vejA1>#_e0bZg&v?H<%e@%-$+v3+hDU-W|e8#w-d35w5Vz55LNLp+Zp z4D!YK(#+Qn)O_Fy^x}HbY&T9Ug-A$^Z-I>^^#~=@Uo?+$>Z(mx|d`9CK`~R7?J0=w)7C9-yehtUFv+PQx{+Sri zSA71?1A~Yd*;(K(aDIl%$bS)r_0jWrS;gt`MeKdiw!1^ln!a6Z%=3Y}XXLte-}wUU z4dp?Y`=7h#+tLOt)!^}rFsvW>&)V5}-93qu=O?e41nuJQrL++SdhosvVHgkfgD}j8 z^164c=)vJHIlNwWuf@gR|F8z^uc#d{zwdv4RHpj0^nEg#wBGy9*S??9SqAAl~&WUZEp=>2$~aGO7{cIo@|9%=t@Lf!&A894BnL+4=(RLyi#J4`J}nxF5)zRM5OGy;elyJO z3oxuh{xdtJGQIKpG>|9iM|MG%v&u@|a6bd(PZ;=v{AKNIzeAYE<3|T|zsLO&!2Npc z|LD2*xc(MHAiu`^fH2>0JYJBSkl*bTAD=MPhmoGgeyYoFhR%ii|7eeo_oOX9d*lp% zKkadd?%ut-+aNxpeLqfc+jzu78PuE!;^+brn*k~?ET=jr;gg5 zEk7o~deFX~DOc329{Wq~y(H=rVZ}s=EHV9r!Ct-o#&BMP{({;e9-)2_=I05|jF#_D zH?xO&6zbBdLH=H_g%^^6;?lg z9+iB=J0zahKXU@!%g6MX2LI=P_Mg*wHs*r78rTQMM}|x3em=tyl+QBE)|1<_>%GWp zonZZ_FS%ozhb@lIf_fy<&#*noD|bQAdjHB|saFiwA8_fJBl>?D++XG*hWLT{PZ-vZ z`50k{H>e-1KYj1CjbZv;dE1MD4>K+V907Tvy}wwZ5OJsF1k8v0ev$A*@!;r1@c+r^ z&j>?4iQ}_&FXBJL?)3aiN4Zr`M+vz9d%09%+7mNVs1IX)^m5}p!@d1Yz`l?_gn2xC zdHhiOE6Y^a&l!s4$#55v4`GltjfeeVJ&5zXR!4aLsQ`UP`^wujNa4YKXUKn1U-I4! z4Jj!<#q*K8kNZsbEt<&fi!iTGGkl#rkNv^_;&}OTDUXtypYZ%3f8LqA=07$-AKGJn zY{K(M!C=VuaJ>au$M)RY?hW4?MgK!s>M-%IVC=Mnn9-wwetf<#7j>QGb9E#`)>cx-=lxzn~&nxgYLr0?~xp5{JXxA6R!Fwlqce!aG^VYkU` zut(~T7@kLdz79>EVSZyH?9Z^huxi}m4r(9R_fXo3jCp!??_3s7s4BStZ zS*vuNhklwP@eo|}8Y*gTro8tM(UfOp*(8~?@h5Rd*`xQPQ zDHQmD{mUK712c#90R6!Am(QC2eE96a3hcgRc~Y;bX}Yl>PxKcI_hkLAe|-8ZcsURd^|idJ&RBI`3BPYrVHL5vcQ{9ufJ;cfG^eiX9GP0 z5wA=5skF2M^w<9z^Y<;QupRs%jz^gNpK}{w$hVPSRUtE%9M$uM^J`oWVW1!56JgK? z)W52V$E0={`zCZG!KuRL0q5e2Dw&S+ui5&#=5ek6T0*4!QR)3+0Lv?fiN|{RQ=tVOC!u4D|`5udZ1`W_4LOx5xUi^}%V0=YhW{|N5P8 z=R538gZC|Py!y~{!#dwggLaf>eb}VLE<>$Ae{sC})E$?tU#r0PCD1?A=jdcjz0@7< z$KZGkkIu@qEOrF>pglEI#@E{vyoLN8`Pn!jE2;1FbdVR0N0{&D8r?c6&iq{n82v?K ze20Krp*B#z!u*Y4rf-cYrx!IppA7zr#(R|8UE$y|s3%}P(ukPrJ7KU-?BDcmQMF1h z(f6c~{!jixzrQHj5A_sm|8!>X+gXEGL%m~wSbl`TA0mC93X2jvO^_uo$i{XqL{Ub=Qr(|}E&uc+@W?&%-LR;Pl!qkRzO@8`7m z{_r)}5)Jx>HxSOj{IpIx9gMLvavkBX#G&^d+$youBK&6b@=_iA08K0eBU$|@^iG$AG>GD==fX! z|A^}$4C}>w;m0GV82yNGpbt1+o5M!EH~o(&`JkQaJv}6wpV)!gBk$sy?6}=s$$n19c|&Sn%&d2uluht)Pk~-~{&why_Q2PG(I2%pt4DYD(B|={UEsOLF69j0KQU}i>mdyE;&{LO zuRp%y+7~mEJ!F z_PR=Jj|?|Rto#SF`<&Dc_JI5+tVHz}frMOutllIu6&>Us!;lY%=@UrIiOU*X8v*`8 z%wK`T(jW2#T9U9HaXop#OVzSw>kmYU1PTcI{*lgbg0FVZLNXLDlLqB2-N;n2pYZZQj)e-_BtDM=6b*bMst z98YG3oAMhSMcDs}^+zD{x>z%zdnV_XjPUSE&+!{sz9*2gs`~oko+PW!3FH>0o|&on z64s0J$rVkx10`TEtS9~Sh0{^EL~KprvV>tg+582pb|p9Kn%$JM4s z7{PjQJ_QBYHSweO!Sg6@1(Vw%ehBhL{wWSLY}DB#dS3?Ds~D_M z^m*7`wx1Fx$8h`p3 z+&4mbC?Ci?8ykHe{Ij@TC?L%C^8)1~lRZ24jDhb7AU_zMNb*yTobYvQkrB67m8Jtd zcTL}@+9ZkmVt9qbc(FYZ27aLZu=Z~xKf++o$PdDb^uCfn<=18tr}%GNo`gX@xE{iA zp8|1*ejyjbU$#QNi2BrFx?tXf;T7gNt+M?Qatgs96( zJ>x;1C=bG1o*nLmuhd+A2=Zy1PgOgA=!cMWi0{~6HBfJ)$K6P%f1v+VeQ&;2N3$6A zgUC;Yb%>uGugvn$wX%ZqCDb3n?0%D=le%u$E7e+{2mOQE5fiohzvY1*oL}wsU73vs zq~UxY*Qc&nD`jvxhUv)UhBLc!)pIG}vS`T4%|4Y!VZ+o}aUO_Ow_`H*0$mfv%-4?woytVB$jF0js z%;nduX@u?KqGEWS+7Yw;wt%&V5Wl)lvkgA2Vhs0FP=18Dess_5V;W+59r6#HUn5sh zFmgjzkSE$h50&hS!@tI|^8o>2*e_B0k$%U*GX}8x83N4_c2{G3!$CihK8EXvADT;l zL~3cbLVkq&)%3KJIA!Ap^PznahW(*<{~%!PbRNtw#6OHLn)$7*8;YFa{ujze%b;qm zv~V@}52R0P-qlHWUG4#<_NaMhHOr(xzmOkVgrCy-wQ4+jX%nG-iTvnU>%TJUUIyIv#r5|T{`j@j zXf^O3*VD`N@+yTbBf&qQJ@nouCFLTR3iM-t!jNB3duX~KZHNc(8|9~M`TkGHu`}>~ zEB4nOSGT8r);WluNRRe`7tf|w^@04I+S6kCI=>P9zW|P>Ge|N=?_fW+zY^#a8Tk10 zz6th>_SZ+L>YjwDG5B+QzE7@6N`8@KY@BWKty+8B+^AYsD znmlo;ftu6|kbo$^>L(v1k+?1d_-pVtmQ$ng`nC9O+tzg<_b0j%XR_`Y+yebI689$z z{s8?CVOEb35QhC0uCM=;!KtUFbY<^v2>LG{IrUSS3SyfLNeQvJX(OSNY^hGbv_Ql>uqVM@4|Mk8}&nfGg!s?d-!jSJ{ zyZ$wYL6;+%fqyujzOdqU&&mWvmd^~D_~DXT%pvf1=&ubr{pT#95(xan=M8ShnZ31{ z!}Y~*V%(AO5A#_4SzzeurzV_Z!s;UogZxk*441~usViB|{R3g3kJ{JFi){**hIlhf zEDytwF*zZlX0ZCD!0>(P2$iY}z;Bc{VVDp3&oJHZ5e#m5y;)yPC_jMKGo*WB&7$=# z^51AZL#BJht~4G7`D=pTk`^jNvFT68~&+A~Mb zpPZH@mrCtMU8-X@ZB~SO1hyNQsfGT~?W#DN?A6H1HzV@pMYwN1Q#?Pz8;Bmls+G83 z6%Ypd$N5=%9oeT*(sH$RnWj(=Mt&GQT3<4K%ozF36we6*zp>p|s=%ji$_cP{)CXhD zSHZH|`$7D{_{s1^%6ABZ{7_!3-ILa5JiL5Y&u((y578eP@0C1Vyl6e}hw$g0Uh?{O zATOlf7_p)vwGWj&sIb@~AI3+15e9!nSpQ6pi9;^bvyk4QrjimBBk zB9N+T1^e+3%Zo6KXZSY;eL{Puc6OdAV3_Jn46D3l<6pREy${hJC4y{QSZI_ESio*_@Y4En}uY{)qfG^Lsr|UfrzY71AHVaDNH;VRm-r z{+MMK!JiKo({C0f@u*tYAJ&Kdm@w!k?mroJCH@cw{Xu@Qc6uK`z}ngV$y~MeN4nom zR{s;2&*?JSeVXV#hxmS`V7S7kJ6|3aK>Z5iAz>MM--fr-`(_OD{WA6E``6)9@0^x1 z-^BB;;pyWGk9Rx5-scqz|M|f!QY#V8GsX2@!SLS^5+xxI;QLs}zY#KhqRl zsXY1Kk~Q{l9)b2aGI79;mLP4&$8bJ|r;z_34EZ4H+sKbGleSLp&-3q*-=mFfOtnnsIpGJNV=J__m%pY6MD>EE@ z#{l#fxP|B$RWdkLruTQy7o=}gvz5M7 zYah^0)SuBkLK3yq-N3%FeY9@y#)n-Mf#1llF-LQbJn6dx_U9PC3B&ssNY9w;8Fwtr z`TuhZ#^k+{Sa_us@-ZBLOqD~#6HP@aM;gy+p?RfGkm&pd$G5uhw&C!p_mH39{?ICI z&>ZFT^{^j6ddBKbcTjqF8up{upD=qLO<=8>81DGv4CH&*-#T#E@^J%oK)+F+tbcav z>e|^2oSnEnDpI~je9@S_Vj&A@EE2+Pep%b)4Too>kr#meOF*(yi3@(^*YFp+7Yw!0l@^hcduT* z_zC>R@h5nnPbhs+1n~#wCk)RcKMBMA0rcM!{C*xBXss%DnASgWVU5PcC5{je@%c$A z4HgG1_XB^#_frLvERWQ@QyC{g-|rJlva|eR^)8r?Kgs?2)tV`J?0iZvsV3rXR-8OL zKN8r^|CRcAPY=MzPuo+QyeGUDz0ZpLwrxGXvFnmbut#07eiH_JL;uS#eeXkHC$+<| z+mb5yzaymAZr#&L3GHqW-%y@*k6b(LbJ_{{Ag+IMw?o>O>qX!1#ddp@etD<$6JUL~ z-y;n90=28&$O`^;2iAx7Wlwl66}Hce(QALXa0uTYI;r;=@mlgH z=daVKa+$N*=Rn@L9>TmnDjthKRr^>cT^eMj;69>bt7C~wyOp4LN{`zzKSMe8HX z^OMs<1n=Ekq$jzPVZnRn#Low8 z!5;O*{36WrIl_{pxC$5)aR_|P-c%bK}Pgi*TZBb82=TB41WNK*qMccQUmApR9*Ryz$$*-NN5wM>| zds$rEmYg!Z3C2f%xg_$8nnb^ApkL_k34=ajJR{8Oc}woO^f_wb4)VfwSG(&@gEbz3 zK4Jbz803NTE!Fi2ahte-eP2Pa^x*7G?&C5QCeVJ1VR~PPx6h&VvvyXWT6(h4V1TXz z)GtxKg!z7EnN7|zLl+HLKk{$cr1q@VsKH9b+ zG#Bzoq<>lD;~YIQzbR*rXJ?|UpJpW!oro;*!#-@xA6K>=_lz?o-W>)Y5p1-=^jQKdl>X&pcTA%yFU%h+Or*yPr_^Idg0Y?^rywIPyBL;aR zzX(Wp<~@3%UPTxjA05RZnyu2HRJj z8ZyJS;VI}d#?zJWnyV(nTmt@~zb6d)57hUSpQmrM>n-}8Bd*tbjK#4LhKFH1?C%{v zs(W(4SlFLad(y)S<#nE*KRBOv)%}SNi?u->$X~)hFV4>}{hy-1yT$i@RS~6A(z@$_YZPgl@bf<#qkIOzfrz~`T6H+vpFV<)n9OatZs8P zo@k!R-hU7f=K1*=>oFJSC+*<+v$iR_*JAHC;IHvKcAf1jt#H5J&>!`C-SJTlqr8W5 z{a@d^)~)9Gd(dy>2g7vVQLsMAEV5&3CGdyZ?_Af54tMmfEJ z-qGUtLm1{q{u74%Ev|ok!)|$Fg+jonKO0OtN`+d8^qufV3IE?axgy&hg!(TEbWXU|A4>7 z`TYxbU)-*lz`nmA@Gr0JHD~Z<9-kOy_ecC&0zbB!cH;Ex=-xGE>{mN>A5O5Nm$SL= zK~a4Z=_Abj%MK@BnTqgcz&QVo%ni!9Q=aqjb{_0ET6v)l_!n2PeiG*S5yJ(<@0~Ha zac6pThv$+10h$}vrRv>>{T9w2FmpxH1HCiA57fT^&+wEdPc}h+)Te;8IpH5ODj~l_ z{st6vE*Nl03;dbBcz%WxDPJQD`7Vu*{rP^B+S&W|f`Gb3@8uI!fgea;plP{gPRB6N zcfuCiubGDV!1t^$e+op*_g{qn_x$40UI%A8!~O#GHIOiihk@>+9+vc;0{I&16Jc(z zfjeVY*#&e1`O@=ssSmR8&1^J-em_jhpwU z5YA7KpSxmOUoUIu#{J*!+;%O!A}>zQ?#f#}6Q>KnzhM0#sO0*jttWk9KBRw7&)W3I zU*q6;)R#Tq5-zVCnGg9h(o2}jKUnwPYqRu4oIk-v^$mgTb3ypX@8B`=19t{EfIZ^# z!8h|-2OPc&^x}LBm(hH|ZxowLj^E|}c(2lMm8O){K;Ig%eh>zI#`8tOKrgO`;Ut=G zuW4yp(#Q!s-t6l-HYe*{7VMYMU+wGl%XzDnDBj|F_e~%0HSUiytXEe&A7NM@`d7kW z&!~_4)~Zfc)ISFCg`VFKST?8oP8bjK!+p`6;cKf6vPMMDzB{i=f(9vp{-S*l=KR^0 z|KziYai*dH8}GB((_S}5LA*eH-G>k|(Yw^lACfO}FnrJMy0}_%oCrVbBL$FJY+9pgyqv>^?|n<1+n- zjLwk%V*Yf%EaaZ?FEwtz2Tq;{c~&Tp`$_c-!f-y1{_dcZo9W8jt-v4DkAuoCZ}l(M z!u|#CKM;m|2jzLt)Fvc#$Ox#HQU8&VN6&4{gZuNyuY-h{KRCGIR>BrV(f3Di{b4qy z16t-}gFnIbguQVukQgDV#|{?jGhyHl#w)_G|HJbU!XPi4KdgLRw<8lh*nL+)*w5nA zWy1B+U5VcC&KjL!YusUeTrXibPr~^bX7z&b&ZZr2?{@-wrv3xtBITAR9$Hy$Q$`V803Na5?-@rbO@*%xJ%s)kuMZ`h?OBy^i2JugmFr*0ezk%B_eFjj)~Ksq zt1OJg<$2XVu zzp}JUh23X69w-~M_-i?|<9Npd-L|HC?Bn&*<97!?KD!|e^a-Co5pLw@exwle3Hi$~ zeg8vn;--1I^)u1`E1`a$$gxQ?yf6m%i~KxUerf8I$D;o;$M%SMenI)CRDqu;--siR z78h^(0`jKzh~7sci-tmflve~|$p4TY!eDR6-&1|=e)09JQ$9@doeI0+tTEagl?R$%i!m>C$eS zvVL@j@o;^oYnqPlGTp}OMUg$P=~f;pm7?#@3kWMD(DRXF3bkH_HG#iHe;Tv(-BO5LG+ zP>Le>KeQjhAYars!f=0=@HEZrudfRsUL!qGt9sAfaPb1rgZdlwMC0pmukH}vjKuU1 zhWrBSPYll^`Lh0T<#?D^+*4jZRJzt#onh7#K_%r{vD(Z_Ybk2ACvsuU-pI;*e8x3 zle_w$l+rnPp9cLgVW>agc!a^^{_a2Q%G=E?aqidEWQu^&39|z&?=Q=fkwd z|5RBC@+BO1GVQ5?4d@S!fBxs6MID2aIsX}E_k&{nQ^zj<5Ww|4wp~*DuFofhWa2kr zSPza*Sm_+`H?H%=rY%#4bTA-!#F^PvY013+dT{-5i#PdSUh2xvM=$hvT7TG8^nM}w zp9>T9o3|hB!t37`9F@KuHc{mH`h~Ka9wXe$d427IK+E>ow>z>R+<7ZopR8CE&l2 z{^X54`lV$WfyQ|A-z?hF+mGv2$dp;N5cfscggZ|?4SJm?l@0w=|>&NG> z^|-hr)Mz7&kM$?Qps#38*DOp|*y|1ge}(j2d)hyDtArQicR2pFH#eW$2$cqVME+gx zq~E!}^bXhDO)BgoQL(GyclNwm@v1$6sb$Sheu|E|3i9HhJKi>D)$8Vhd6a< z_=a(k&Pq#(zp07i`)OLARiN)R2~w|pJOBFrV_v^b{crB24}Z3hWF0@r_}Q(XWgA_`e{kn0fWwxzNA?!BI|HiO?LH(n4(BD4)v_}vqz8(*!St+rx9|U4&dteo&w%qH>VG*ozU9GGZZH2KhWLZ> z|L<9s&TWZmpzmm3XpP@Z7M*tMGp20x^AekF;*q+d2o@asNXY)`RwZH$Qa1=LQRi?8X9D^ojfZD42qeLz9x{1B&85Bc}Y1(`Ry zNBEpF0(y|%%&+m6!(ElR{IYg0m~5344C}-AkaZ*Ud*otM@L#A8guy?de6n6Ezg06f zfOv=cnf2ZE{e|3>z+coC!u-A(VHI}Xl_i|yH^|Tp=0o{0%<|`K8Pn=_=>mS18z6Q$w;S)nmnfKb@zmcDW!5<_4ALdUg3sjW?{h{ZZ;(SJJ zjD`3r{{DsFAz}LeEr!AVQ2(eM_BS*h_J@2L_3e?I^`@lHE8u(DD6dD35Aw!4zJd9u z{exLsfr&Ke7xMp+VD`hs>%Q~z+{c}dX?Mv=kz@6d$2~eUX#J1{{Xu#k+lPMBINpiZ zryifO>FhX558^NK^YOX!8!XjNa)0;uQTCKe_VS=lINuWq2Ny-{CBPrlpC`6{Lz5~T zp+D05B&MI&>~F_`ztoNx`s4ghC+K}j=`oAj|I=r#{+*LDf&Z9aKO5aY@}5CI;1AaO z7_O!DKYQ*}XuokWoTuY>&%Va3-r{xuz9)nD`3Bp2%11@_{ZO9?%P@cP{Di}>_;KM- zk467Q80?AqV>>*L@_&9l@zt~1MxYPl&GX7f&ppD;!Czv1fiUnF*PEl5-&njinBS+% zxz^U#bMPYYk4Rt6+w(TbISgyCg zc#10U6ZPlCf5mB&l1;%Lar~Dm=TCY*)lqpbZ!GrLggefaTmCmz@q~XEhM$1-kCsaK z8-qUY`5S}(*83a7`Z2#{&+8FC7-snz!%Iki2!njlA27_`Zz2r&E9(2p;qrI1ruu`w zLi>D~HvXNJuM6C-&_{X*AEW+xyZ0|yv2qp23;C0`S0es#!5P>;Ab;|%w@jV+w3FN` zhCf%zPF>Xl;t#Gb4>8yi(w8sm7?!BD5A*?_&+qmvd|5O6|B;lpcz%YxB#-}%RaZ!& zy-+*YSHR!xkdJx%jUj$v{fCXWf%K0s)C-9onxEZIVC~+teumlmX8E=KYi>oD!uL8* zzw^Icb@N&sCd=y41?q+?(so~g^&`Cn)}78thKs&8j{03NNo$!)=z5Sh@{_O}%g0_R z9@xD^?Jejd(npy41H!QXLjJu{AETIVqYd#8$9vW7**M|27SK0pPmMg5aN7#@*XU1P zrR{G|JroA<9O-%8IepHA(p6AzMg1TQ`55ZQYmF^O?8mMFe&cwB11(kGYgj=20M}RO zbn9G{!Dl#s#^(#O)<2%0W()BO$1fU}XZ!N;3D6((4}|&tn&HdzJi}~1%diK{Uvw=Y zK|fZse@1$WYA?JIzP1N{O8EP!p?+H%<@*vpiU_mw?Kl0dZ76+XbiCF2N>ro2@Ly|C_KmcU-BeNZl>B$ zsCS@zO658qHJ&j8;xWpJZLx6kaHz|l)s$ztJe$-S@yoi+g`hj`}z%sc!BZdtcd4DpcK@60_V`1FL|52-BPv*EYyMesK$?<#X;CB02U zWCBSas+`h;x_#US{tEpaVZOhtT4bL*<6~FwPv~z6!+r(xAHw{7VZxyQ7_Y0cZ-pIj z{08{~%8M}P_dA(|+uLjpLA=NHymM2T|F(26)Z=hH@76lx)yD;L|3+9Tn$|-Y_JjZQ zhk7945y-O&IhA z^DTzs$eszq^Jw4fdG>yK_2O8c?D_E!?WmnFyU$DQQ13*3RmT)eC=~zSInrNUQoCec za}f9!luyn6Ey~k2b>#KbnyaOL&m`V~KB2#^NeLg57A(W-9W`}IhE)&T!5`yz9|p^% z{O)!|UY+dY!!Vs!{q(=V^VDvCadpuSb->7v4^;Up{IP#+j@OaAJR!HQ+82hO6Kcxgd$(vmwIB1JeH!&1{6F^p z*j2(|z~fV(4@eJTXvh8^*Bf1$G%6eB!~GCpMfyK!0b$OMkFi=+;mh2hKaGzV^pEg` z|3;0l_W=XWbNy{}*yJ`nLG*nbYF~b7#@BNX zVSF5~(f6`U@lw%!BBYlvzpvaBr|ffRO*8CwP+yuJ8g=P3W;odMznJ;sPfmRr`v18L z^${HJ(^9)l#iv6RD@fj-jy(7;XTt%wzmDynFLcvv>e&GPitvB-7w1Iog?t+IqB{en{r`v zkHkj6NZ+@I#zPjT1%N&x|GqUeP5pT-hwIPx`I+-8{d|ERDDUsC!H4!;wt)Y8`3D1i zIN$fMD(^{?o4OiI6h*a2lG|dUO@68%ADM9({+|i?BOBl1bFliSbRo6N`Ias2Fl9Z|C&l@eP~JFQ2tKs$_qztKYHf~ z$PdR;_S!ip-$K>M zJE{L!Zj^VY=T);-#ckam2J#i3zX?@KZ71!$Ec%`n($~=>=1q@+uMkgA9v$sH_OFbb z3-U#N5QcgW($6s6w-k1oIQQ}N?FDfE2<@#?yF~Hgr|aaE(Z34SG{>Bf`DqW|3&Zi% z%=gdI2@t*SgX>cpz3P&4^$B)gO{f-8yF*WFsmxQ>o}srhYE}q~=R&my6*DU*iT>{o z*FzZU>$o2El}r1zW=kuSGraEEYo}5HoX=7FW|em{?Mk5jMEKO@RMlm7$iFVhZS(ikRGct6ZA@DKHg+FAa{+JT=)Kea==LagZ}ylrk}$LZCKs0-O-=*#LuLajc@F6;V9 z1AXG}?=Z~vdqS-#{^okob0J=1{LymQr=uCM0pcCo zYp43TkTB>kj?da1|HWLM)DHQ9I6oBXba&p-vwtqEN1Q)14E89_Z#ga{eW(6lzo_4Y zfj;Cv!$tpM_Wc4j9(=!u);r|N#{k1?pkJ5|>X;{02fG(`=tuUTV|n-SZuQX+A5fol zR$P#b4mJb%(|QwIZx^hN2mPV-+)aMt+C3Qj6XriUh`GJ>wd(g@ef&{~*T{duU~g!D zeJ2fH;6G3Ff2>Gf-=o>h-uZ8pP7!?!r;z>hy^s_4YeG)Pt>hp2J~Z__SUn8%hsG;W zc2CW==lto5SaAr=udAMZt~$OJ>=Dw%ac$jMl_P1ZG zAA}*kyZnP$eyUqk_UyODaQ1$YP`AD$^rS^RJdgI?KV9bX-g~Dck4hsy8J-7Un1-K_ zFnk~F;olhi?X|x##QV*EWBG0p>;A?-Kdz6)1Aq1}ru%kmKCmZTFZGA~?H>&K{13g5 zAE19`{i*)L#)Ent%A^0A=Hy}RU%0;LnX;c>Yn~7q23B!F5LoptBWI@Z1Tlb+J zgyRp4>7QhF!4C8b?U69(Bl2_LlLFmAqf{ZDqyHkz1MN$91RG zWq5w2H*tE;K;<=Xzo)Nwe!>!Ou^u2~n9kQ22K~YH>D}1ic|KTlo`B;M2K_^R5$5q& z?_Q9F)xs6fzX9h%4F2KBKe!s-ml9Hcm~Z6Y?GSJE{>C70jOY42C?aYQuSU~GUVqNp9n*Kh5lxcZ4ar~gDyZX#+O0U=0zW0 z<TT(+a2^{n|M8h!M;#GSbLJh=zrSTewOv8^FJYB7@y`(Rz7=U>nrg8s2>KO9OZws z-39$d`5AiF8KkU_18!q~!^3S3fxWXJJ`pZf@8#P!S#cG^t%=ty9)`mE3mCr!-I zP|w8ijJJ=`zo3~7`i$}+4DvzyAPo9N{hyx*xL5K6;@>bazl;%sz2Nx9KMb@3>h`ho z9^ue6m4W@2&WCyzK5t_7^v-YnCios9%FD#nO+w4*7<`Ws{k_SWwaPd0J%GO$e@xO& z-9G4D3-sW6Ox1UHi@G=u^o8({rQ>f0bl~yBbaS(!N}Q-(jqStyW-ST#3IvSf4|}

        wS!hF5vekM1SIU#}cZTWwOE_X`WdARz{CniW5jz*|RnyDvOLEuO>uLzJiGdc1BTALh-1e857yUcx{><~OXJzRxWjJ20;F z-XB@eH=J*5mYuJYiRgZ^nfQ6a-2MndzK-h|TQm3F7qx0$pR(R8x4H4H9n@=)KI@~` zlnyJN=km6WX==8P2!{DkUgIPK&*WdL;rsb6FoLAGajnXwukxqi0L5= z`hxj@jpq<0`H}_T50D<4(7D@A4mttx0PV-7^`V5p#P@LD3F9wezFxxMpYZwd``0F9 znvDhjfczi~^do=A-B(P6>e!}3D^>+lK z?>!T?_ub+8E)nuQ9B*R(i>ubihJk%!`$WUw;%P2(_7|ZV@J0yygm#EQ{=5Fc@2Q^3+Ak8l3`bM^WSG9+EVMJT+J5{*Kd#?|VSM!G zc4KT^E9*t~Ls33C;CZ z9+=JRE0gE8GzITJ#OJf`{wmVB;(zhS-uhrhRA@WcKR$2oIXL6p{SnY#eEuUO4Dv<$ zvVZYmgpcthuvg?iVOTFcUvs=Jz9AXT+i?G2j~M&~Jx}d)|5!L>@W7ZAZlZkEM9lvw zQhT~0{7AraOsGCAHjpuNtU)!*+qW2%>iTe`b)A=dGs+DB#Y&@o~Q*FL^)fP^J zd<*kO!f>Af^F6{)Z$^GH%+3d<{(AXoka&NF@}Aaz;h5l80(gHCPAoxZj7czgafkS9JrJ!<@}ZBsgdKgabF27iY7Kp4)?|LM>3LB~EvV!G_! z1NvhsmN#L@@5S#M3K?ek7Gb!pi2j#7AM!5-e~0w5{sm;8j&8*-E(DH|qxYeNj)#gK zX==pr`q>Owheu)421zYfOK3KTSui1ajsTrTBk%^&rGN+HKw8NWD;7_psob_MimlmJo z`5412-V=uRb}<`n!GHZf(fl zk$-c`k_;bYCxQK8zQOPmk{@BHzu|Zcv;8z-kPnU5AZOHAa*W&aybF8x1-~(Y|4&1I zGOuNEcT@e*P;bWm^XCTb80>7z>(BGu*RJUK{1(uU`bHS^6Xz$)zDF#a?`eLcm%ixV zovDA(f`-orPJ(}>@xNxQ_nCZ_*LxOpxeyxkYXjGZ1zHodCB7#@euMm7Fxf=GwQ2y^ z7xHt#{EYk7(=#AnLHk|s`Bao#gfe^|2mLd{J&9k0As!*Ugn54D(kZ6vU@a4fmq_oz ziD4_wJjvzzCBmSONdLlvTLzf^C;C57oS!hn2f{fiQkyzvC^ZxP3*V=!T#`|Nd<^w( zk=9MEEB*HJ^PffA^xALDo5AD%qP>?RMzqw((ftM?VelVFA7QXhTo3F2jO>Ll$P4X< zVY*+-#*-_c^(;~Rc=cCvuPt^!!MV6L3C(`b?PT!|r~Y zyG@mQ3Hx1KpL^i+#&O*yaD7}ZX+C&h)_+_dmS2HfAGjWmkT;UQgdUJjqx=}A|K}5W+?+u{l=BIgiI`GFp?4Jq4{s8$wnCJhjoxV>j^ql0O{;qKG z|K_{0e?iBuec=8(((hSl)F)ip2fkm1ctz)lJs$1p0Q*(UcUEXW`Ey{FsNRD5Oc>%j z=2I(%I9bV#4~O+5zgGmE&pkV$7U)5HUU6@Prhn(YJYOXY{Gs`Zbc&~!9tHbDd9L_9 zI=*A?&+t5s@8vu@*V)&T+rQW4{(fE?PXa&id9UkQ_C=r7pgxK9pOv~1skfKafd9kx zm6PUI6m(2v?+*&Sdq`Pj7$?B}F|=Rr2=g(0EeycFVgFU?H|rd;o`8Mpi}_6$=tKX^ z+UY)*kT9<&tm+rywj@||zgrKVM-23!eo#Bl4+um4Lh}zXdz{?W0sI@<(<;Q^FHqjA z#$W1FJ~$HOPwj}I{(=_j803xeA`Ji6f%LD@{;cz$K_22M(zB*d>vre$qVG|nJlBLe zq!dVffbq~i2t$5{{8@9Q#OGMc9@sCVzA?<|6>I8zzl~0N$n(Rs$vX1UlNEs;V z%+{Y*%(y()#WoMPsUx~Si|biGTdU`vQxjo*I3Hoy590HzoyCv!8LfNEZ(8&7-3|B8 zEqtU?4f4kQE@7x2;dq4E|ECByJl(o%%K=O7UpExpx7M_jQCH%Jy z#1ncx@2&KLuP@p6S%f~7aruXO&E@AEn@o+P&c-`{f5G)_I=Rblxki8PZ#U&^Pmh|= zSLPIr?|U$KexN+JDkuf%UoGVI zx~%k^{X%UKFH%Bpz1dFxxx+EaT=VSTut*{1V(?)oQJcs++b^ zYh|oM&x8Kr`2b;%FY?cC(t+e3f12TW9M5l2=(*ErqV=M`APoFQ|4f+I!~E9%l&jd@ zhubg1UPQm&sjn9^7aH;W$*-hbIjoi z!+n3izoY#T2LDR!3zKw*`S;`X?465r9yPw-1oFmwhcM);G(NV&ew)T4e4XKdZ$mVr zMgPBs^4*D;^N%pZ3)H`zd)7HEd^{2IX&UcL#>sH0%@9wc#QuFJVu;79|H1Dh?Ec2E zUm|+xd8U6mf0j>PtuK0C8}%VT=UMr%*xkTi!n+>5SJxBW|3!KNj!M7Kk6H` z`=>y}JpKlraZI`E(+m6&@+a_F%(ke?F-|tQ@q8uUycOu6ZJdzxZ0g5o!|5L5}f$T;&8w>h(DOWG3-bB z5?s@;%t_81_=)`6tD+cscG@M_&!Yd@JH<)&{?eUbztleW|G2vDxSqf7-`)#ZQBwBG zOlXlPqCvwhvt>n+l|2$N5@l9M6j{kiiIUME8b%tDigtZ^zt!)&-{;)><@e|FaqsJn zv+ud%HQLG4{UX>O)Q3(SI0Ut%RX%ds&%wtnd@bhB_JJdc=j2Hdy5c@m0&TMzV#{bcSFxX3^Kf_G^4&ECc{KP34;#V9W zVJ`0nlW+H|J-k|(o$oqW*J4y0pAY>ZeS>aB>TK-bD*u4;0}NlG@drH|J9kq+0=I8L zNm5h%T)%_;!ubZ3O`kR+NF<*)-$Q2?gl73(hy760|HE5)nkRf5%JW}`OJ`S}l?veN z&m->RHa#{J%xCS@YT(Ur;_x!z8pmi@hS4}XsYY}mtQsmy>PzA_VqFy`ZJvUkEZol z>g)MaU&_Pz9h8UTdM~C1boPYtV|>mq+pi-G<3akea(3Q}mD78Ut%PBI*#C)_Ip59( zj#J!8`f=Jr(p5=^r8&W9rdt1N+m+?~pgOKMtNY;r8RC*0P4Q?{mQ)puC(M z;QF|Hizmc)*#1fTi%*vIGXr_R^NobLeIX3`h4zLp(2v@~@8SQB)Lwwg2dmEmxV=5O zx8&`^tD<;~zDEr4B95PxSF-Q(rClS;pUVFf zR|`kk@%2M!kBMgs?3_R!u|C7}o?UCGuKj_CX)WN7XN%>BFz{!_Kll#i@2MQ(Wn90o z@9F*%Z;#0@Yi~XAJ9PMm_SpISzEf+cq3q~2hYtfiP#y?#c@4Gm3ErRh4g4|EGxYwr zSsPwOfxpK6RKidn%TIkX?Rj{R1;ket;_)-Qp5mR;0jK;VUi`=7`_rE+q? zFU)ZNx;I~3ApSslg-^I!d?Mf=_g~>Y&%Ku19m(S-!aRNs-{v%MPU<$OkMR{@zTXvo zOh+YV(OUU(;{O?EC(BK~&D>s{32_J+JJk*1E956(@K-p$GmjEBYPglL|1Y1JhU&6pY-0xuJH~wG!F=YQ(eY*eDdZF{` z+Jpn5|Ggpq2}AsY_JlCcr(W!76QFo#G4Kb+cX7aVhb?&vz#pM~CCuq@(K&X_-TFe+ zBvyZsa)6(m9oPq?$Hh$7R~IT2AU?lVoWp}&lnQSat!I*9X!VYXh5 z*jhJG5H~|oh3sL(C6AsqSA0O;sJ+xjR+Ss9c)ldkDCn2&21n30+^=Jp`HRRvL;IH0 z9}q9#cq8wt@6x@%-=k=a>N)4vH6*y&pwxau4 z=x+(b`iAhXTdy=eE&%>w|1qig(OH=qfRTTM<#I@0VqRM}8fYC+?o0f>X5v)tH^GzL zFKxZ%;wR^?stKnz@%w8TAHP|oOy=wTYlTG}JjQH?@t`~thIjz$Usnp*v%Gr>%n$j; zFk7Epx4d=6)zkp&2af;xj76TB>)$E1lRdqjFK4l3myNk{h6|@X z+z9>{`-{60ytdKt70?U!*WwbrhMM%gq(c9{ZH;?kKIr_{lfW;WKVjMV3>R(QrtxAs z=sW6P9Acms(&I+IuKK-wyMsU16U!gNUK9`BFuFZNZ^v);zs}Yh@s{fQZ7V<@aQqD4 zq4D0h>*3Az~V z{**Aj{<(Sd#;P;(8X*6N9E{dfF#+ktJPN?`wz%IntU$5)E}|A_Rv)u-)E;+|7L zKcqil;3t(&%*>GOD=Ej$Ki*ngw`{+4XZGG*>#g(aO>Yb`fb}xAf7`&~UQCM%_$%~Z zx1B#sKD)<*1&x0@RHTRd?0Q*JXe|6r!V*fHJ7Johb+;8nm+xy&} zK5Tk3VD-^de%|Mi&ge>S=K>fH&i|23ozu2HT8eCa{%B+G5eLdP^ZfRs@-Ug+cSpj0 z2lDsvh2Qz%xejo?0Ojj(N=Rr@{vD7|D_$aL>2t)g5zX*f9#rYBD`Ru1swmmlXz76&U+kg6?LqYMetCDR0 z>}js5*X6i(kbgk_Cx5-T(lh@T*h8dW%DpGoQ~SJv`C+_681{28ekTm^D1J{E>;vJ( zG#d{?SHLI_DTv|xH2Q~>#+TuFX)pPCnN;)B$~Bv|fIOjor}|bOHEgLJ&4E9o~1si&Ufs-4D=hvmn!_A8t@~E>&NqfTRwFx+5`N={2;>-RG%=| zM;tFJXZwE))BmelpO45?**{?&_%o#M^Xdazx-H7*`TZAO>+`z1TYym-I+ z+^PXtke|Tz(&lW~yZgmQCAOcCR`_AaDwFF{4wClb@uw@Ssy;TZKj5=X>%kAC>O{kCkrTh7PZZql+@i~=$xYcE@|8C$n_Wx2V;eO4N zBU~R|{=QM?*KYyv6XiW)_USq5{{C>D1M6p8%O9EEAlfg-^=?MZ&YCXUD#5-XJzjM$ z(wDTI3-$v0d$n+PyJ6`|;4k6GbD>$v2@tPiKI(P9Db52=)POu;`-Gu?!t)GUGyN-o zKPX?X5yO0_-0#(g)0_GK<6B=BW&H_!A^N`oj^~YbwZre+GZ0^5|8Ev1>$F-Q0NUJyhHX{6PCa81kps-@6yn<_j+Bf_^O(^M^3p zpF(=RADy3VeqbK(5Bq;Vc9eD6&Yxf(P(I$jHCQ=k_ezKt(0>yK{XzcZPLYldD4h%b zbAY&gh9l^FFT)J<%giLU^m~kP43<@(gcmmuQrL z_VD{W(_=sS7cS-V&oiyg3R@rz`uABpKf+)iPW+7_escL613$+8jTNeCy-VLid^h-? z@(S`NtUq@Cmer^C&sy^)U%9>S$yZ5fqDP)n^zKhyqW^ay{qmy6J=S-w1A3vn69)N3 zdJzWsNB-vBp6=_WdIRK@=3i%j=7p{W&qw8t%e?pG1!@dGQLLgOt^+mzMo$Vt!_ly8QY(D(~< z&D)Fp$E)b#|C(DFE@t(qoQ;plmABCN2=n(D3i^e&mOXeYA4Kv}uy*HKx%^_-FT?o~ z2K$EeD>&yD(cw}Z+}B6?e%h&c(5lvp=chkiA6&8Kq&d$A5eEN^-+#*OqyOdFRIbmT zH9FWwdKbvD^GTm|O9HI5tH58Pyb*?Y4dsjBW8^OggFi?55{C0F=&uNaJfMAG-!uJS zM0zr;LHzilH_UGDlmlF!zYOc5DRKN9-|zbJaP8#<8i#m( z?rY4KCI97#{@01|$=5R5-1~O2kblSd7DeR0DV;Ev$8QYN|0r4sgZ;ws5QhG7{6+7y zrEU*OhVdi*=DEnPc#jO|FX~INf_4vImpbW z)*M&8$p0zd4zt*~v^(qw3 zH_`ZWMh;nbdOYlBXqF9y>Jd zkArfQkBT$L+&*6UJ|Fy^>&wsClckG{7J`2g{|}&*;Sh=s3G?;a&vSn! zUmM>YZWp2cRO<9IvYlSR)$voSCg+OogQL7ug$@5I@Db%lasE}! zj%%N}6!7(bRojR3DMLp>duTtZZDW5KXN%%v{Jwf~x&4mw`}zJ8VW1cCt9qM{#fM{t zfUk(@Lm1>8<0Xda{jpYt+5PzH;||gv19HGVQ2*x~&Xq6O4flPJpVim;T;E|>4DF-* zRX;s(Z{WK3ps&>b&+wmlN}~H9NS|uKG6B?h9k$%J>&9P<6Y9Y`hXI*2ZTBO z2=o20+M2>Z1J%AjPi(*L@jmTAt9tSK(>uRe|cD2^u9jI zcm49Lm@9FgXd2VrR6 zF+B+b{VV^*ATLY)#*lx-^&!=V{Tbvx`(EQ;4EX`nXI7t`$7Pu1pV;@^XuSV97^>Z| zC<6ZDeE-WF*Zo#o1IRn-PwURkf~v)VAYUkNtcjfSQ#d~au~laSr`SV#sLzDqeG96O<=kHgl}$3ujW?-JApI8p zeATjOfdss#hx-0!V%X++hc^I!@w~(zk0n>_mzpWBqW1r653iE=brdfQB%?z2muUvW{BisY(|SW7`DNC##@ zZ^iirft2o_XKo8xS^iESWi1~tq;e?uUqg}pFbw)CrZ>lQACh6950008PwO{U4)L#; ze+@GJhbD(O9Y<+~Xm$zXF+V zTdzs=%utKQ`)>@h^^ibDw^IGFTRr5LksgF)rKmrK`_Xu0t{mN!u3QH4A+{F+nS0wT z2PLM1y`b+OzB&2eS_}Ah9KTFb`RIQ*{{zJXVfczzsCOL6eeolQW*&J5bK9PPU~ofhMzni4`J}H zNIzDd&G3^`dLOzAc^EQJ?=;j+oP5 zL3&I;ejjh}hge@h>1EN=YiD45i^TFm80uU7gCj6sC!liRpZLBa!?4~L??*Ar?jJA= z@g35SwNLq0R?gyUj#turS$|Cb33Gi`@XplFms5rH2+~L4!^v^W-?k{yeKLXK+#S=J z7VKgEN1*6g7389)1^X*#PZXQ_XyuJ_WBbbjrFG^$-ns*U-Y6eRapUL48rOk5;rNw` zy?+&L90l~ka+O;VS~Iubg8q=dDvfC=HLK2mzr=D?m5&i^okjnvLVl@^ULUYT@DSQZ z`m37VHO>hW{eM#IKLiX{{=ahC-xH`>_BMhYVpzZ9c+@0DrS#3d&Ei9W+BqL-zlfQz zzC?PcrRdBvyEz{Ir-<`at9$m#?xX1Z8uqU~V0_d2VG}`Ku)ey{-RAP_QrLe-`$w3| zi@ICSdDqs=gZ{++RX`ZpNBcsUov#q6w_o2R{3*@O`v^3&qweNBj)M7Oe;QMctX{uy zIoNl?j`zn^-t&|@&T#a(GlDCQGW6c1pu@lmRSi3hL0_?chXC7(qX*}MJm7pfYC61q z=bZuiiS+NNUy`I+kQw&2qL+w*Jvkx8fmh4(Hyj70kXF;bfy3IfRyR-a~pwoe&>msh>my-qKNzO{N>(4_4f(CPs$+-Yc56Vt5O+3AF+A5j0QiIS z>%7lwlWKH~H01{cUA8tXvbxwCiU%*r;QZ<)J=^Y8k1F1NH|v%i(dF~Fes|m2 zZG`NhPq5xY{pnV_YU6&D2VhT7{s@Er$MzYfcu2r7ouB2H?w1O>%X%#J*PkF$M)c_3 zX|;-cvyoa6wNIGa*X}1DHLu%qo9*Wcw5;Nq>we~OebWm5vU}8_WELL_v|bH(IN;_l zuopOftw#4Sm-J}ar8M3idPC-$e>=(R_ppE7S+V6K#0xkdhUq;cLC^88W4bi|g8Ufr zkFZ1v@uO$sh@uXC_n_KpSaYA}&AASCPW}_bWuiB@_Pf<(DgLn+br(HU~ zUUG#2=$DyT-WZ;R>l*=KkZ-j2+EwlA7xdPH`>x{kk3i?+0EMx0dcb}h`hUWlemVl1 z*FEA*K>x5m!d%~aWlcFSM*RcuALW%W*k{DOyDZ!_=le!3KfNtZG@2jq0F3^)_fjvZ z>+0iy-e@0t2aWn1w?P~7)mq~D^ghugDD0Bxf865yw}3FvpX#48o)e{71M)f&>m!Ez zAlhd=<0IS3uf>4BLH_71>~7{(&<635cs(M}pVc#gMK&uEO}y z{xi(%FJYNT@{fHz-)3ljj^go7->?Js$GrIg^5H4&pD@s0oIesUO!-tnzbn-p%sr){ zKa_`lS6ybwt__9t9`@g_=&oI#pdai!si0p;!_MW0MCYlHo&)-B%!s|*0s2FE8Q5y| zu-0|}$P3PAkYP-UjFlni=RX+alkntj)tB@-LB0g(J;-XaZ>jS>@K5Of2Q7AcXr8Af zJ%#jb(9+7XhTjvFPLsS3T7Gtcrb{u5AN6riS@d^_aq&E!9vr3m^_@{Z zx9Rm@`40hM$oHYV5@zQqSvil#2NxW$S+Q3V;xUwW!jKQd`4eXOZ2>E1@y(Fsm47Dw zG-2ma1VdJPx282X0)0@whxngXf0gB=8vEEsytZCa6KHuw{ix1kTa z_`h*;f%Pi-kD(=A-cF%^z+a<1VVL=^VfI7DttuSC?cuNknM+1BtN{Aq{D*}^Bs&is zC^wzt!C>^amZ9mL;C>U**I-%Y`30lC1HaJT7{qn8yYSW%_>J@+4EY>vk1&i6`Dsul zn=#l!bl(8^VNmh0_SVql@IBfC!r)(#o`k_a;rxbo`ETg8;4k36c8cYjFvt_qk1)hX z*gvaJ`>TTC1H+BS-XADU=k*wd_Ne_8y=up7uz~dn&Tse*uc3c}-h=(X@sBX7x#pp~ z59}M(AE|EIt7!dRh~KflQ5mXtuFp}1^(@NssGQV}y1}vVziz~%uYHoN&;AAUL46zj zdHwCpdn>?SV|!y14IArBJV3v!#q(o$I?-#)a6jY!w9mu-66)ueBTqI@G!&g@LwXwa zSe{cH--)Fx_59S$d~v$ zhQRQ_putDS9)|PiG{2AYz)xP#w_hOu)m1>G3wR-bbOit?BAh05a#jn zxYf@lTu(U<`i}BNn9KjTeczYHM;(Rpa!3z`>3)@9T*kAlM;t}}55@k+)tBE~l5&Ro zukoMd+)MVPKsoZ8F#PWl$3LOl%Z9?Vcd#Fe9x7Wrtk5i?mbz=E0f${QQKaOUr!+eom#^)c;DBEqx z{j>3n_BFPKtJwK6fpLwoqP0N*=r_*aSTOljplnabN1*}U)3bKE!~f%ver9Sry}itS!+BqRi!j$`}!~ZUEe&()f zdJRF}*?B4fVfH?q!2C;x*{3@ugFfK=&A(2p*s2x*>p{d5ExsJny`KyI80kS6qEkz?^OTAW!Ju0SwLU3mzJ5G-ws|71nWKQ&+_NlryVjp+50ep zDXVn?4G)ds@;_y3x0-XM6X1L)eoq+m6ThF5Y0@Qr)-d=VHS&ir^pEn%Fuj*9nDR?U zb%|CXtnX1@rb=|r9cFlhozD|YbqTHcRL}(SkK?!Mq#V&aYY*J-#`=U|KG?t2&MQ-1 zbU6?42kJLr7(bQAE$RC0f8y4Pq6=K5NC88 zXaoIWyf;nNZbMj+BlL&*L74l8X;rduH#56Hdnk|7S9g@z2#;eh|Hm+$*B49=OM7iu z?hEk>&W|wUk5RsDdVD*1?4UQy2kFT$%iq`xKHB=}M=oD4+hne;wsdfU@nQcqzaE9e zjp(I5hUPOvt0{iBo+{Vp8DlbcCp}8x`K}q0eLi%WXT|N^j5Av|jQwN-@`wDLadVBf z%EUO{{){?r?=BOcs=2fF1}tvu_{4{E+_+3wmx-y0;SIagVm>lpE=`*`(v*gpNU)(+u=JAwcpDz7l&fkXhIm(|?hj-=+onoMU z9KVzGz1BvJRPN85X4>zFm+)ohH3Uv}A18c_N&$a@@uJg_U%Qe#)~c}m3a2Yp&l;Y^ zv-=DJrxH6~*8>^D}CUG&GZ$kNV{xmL4 zIVKJC(_Bn1!eAd!-dH)EPZtmd`;Yu{QI@`R>Z|DgJ?P(D{$wYaTUD!XkUt=9kKtI- z2g0yk!|&(xl|OXq{s+(pq%UFaFXlMLuD=&-&*Pgp%Ttcs>Apj8KFx2=@lnzzOZRd9 z%(=Dw{8edZ*uO*i6NdN<=gZ13Gn_T)zLaYg@C)fRr_y;#^K;R8TpC|hug7mYhsoWg z^0}^Qmo%^52mT{{2*dp|l*hR{9|i52Sk2?rxu%X}zZxx!KNkcp)J`XQo znB`{(b9tP%VfYBg?|Bf9;P~b}8Xo#7^aAXcAwTD<$#`t{;`dPm^Se#nyg}1n=`-oy z{6ji>48Ew!ouK(F&|PuujKew5FVxQkGiBnF7Ci-ffci-o`~%L9VR|oEups*0u+#hJ zg8#w%24R>#=8qU&PxN5*S^jjv)pJ(OZTBGmg6%J~`#t=0&Oqo7^>bmmZe|b3%@A)O z{TDd~jt#o<9qgB`Se^*O`Bxmj>(Y;-6SZ%GydymbgFVIXUBivPnn)i5{lId!D4&7C ztNi^m!QvU-XUf|3;5--BUu+vLBF)Y{^);D!Q;ru<*Mn@@sw}Spqo;-_o${9W|1OA}AczN4Lobncc{vkcQ&W<$L zVtJ44-wV8A`qiYjZUKEo`Sk9wYFvwI0?0eg$2+$4!GMD|06U81kudNR*UyCEJrP|0 zu=4dZKktu)WtG#dz+R%hc$a17T5COl{1(P{gyB8`$`fJWKaB_L13!^o-sNwa?~L5a zRo(ac8d=`}`XT*S9b0`$`nl-50MdU|yj`#9rVViZ0_nZl&Y<_#>)oInzh8ZO zLRPQ)8X!M}?+Cxwx|H$t&+4X$A*bIBhx@NcAHuMnNBtnIRz&<*qg)VnGvNrtCpexp zv#+)u`+f)F3*^_D4bj(368C|;Q~9HMuZmux{RQlQ?NsfGsFuatU$5P$BYSLwD)0y8 z!^g_3)#aV&{YIo0VIF_`1X~+C72JmS1o`cAYd}o~c`BYK{xEzN@1qGAK0*5JH}6-Jw^Uuj!AU}lXtv!6xc|6=VqV_zD7sX!c!`CO9D(w#K z9g`%#l=WZx`uOVO50nyV{l1BC6n(#0*=}=7Q$N0**?h=-lxZ(_us_(}<`SDFRjrdD zAAs}OqG)6*`9=}!EtYTTw13mU(V3v%D34o?Jm}!M_&Iy;POw!?)%fYB4It0RudTLI z^CgG40{u}xw#H9OJi4z0>_7S|!oYvjKf>_d1J>Wx;dxH_sP$Yv2($C9f^EV2x7Ypj zf%b8{0gsZUwz?T|drBDSh2syXRdf1~?+pG5<#)T2T3GIlL14d8KDKZ0(6>7k1?zLH zPngFW+mjyXpO6v#9|-xe{r6K{O{ZMgugCg3B+4vgH++EgIF5fu`PFxQD+?jML%eg_ zLFKW1kHdJ8K0AXHHHDtT6m{tPovF^Va!RU!|7g#4rWN;JvooE`!>*+_awm0q3HAZw zD#yF}}C{C;=crS7F;_d)-tzYMeZkzsaTYmf5cYYoNwCERF!dq$X9w_IM%&;JpI z{Su@X!z|yr=VT}E!hrEAj&z=oF!Yc4M8e>2(BCo4*3%5L^J;{-{1N8aa=J6U~iB#fupvUz2YBPF5fAszN zrp82V3&^)2{{w66v&J}&h5RS#D`ABys(-LoPq&PIfp8uX?K@$x7ij+uu9qz-ejEt$ zi2m(h>nUrclzDJI4D}(X$9#pAl}_;9E9!Glz-r|O3%-E8KzR&`9kTUT(qf zenYW;#1NlgKK2mdN|JwuS$>Bwmq%94&abg@MlXih{`=wez7HoaJO%yZe1mg7=9QIf z1NlXM9qalwY~-*?`41Go9lN9yJg@r%Zr_g8Z(oqJbQ|n{B7Kf`=y+Ie#6G@WIzB@) z%p0N~Mz7=1Q=?p-&IJCTJ}}Je!|~t6C-1+==j)9VI@Tlh^z8xpQq`T`$9es^(AzN&V@Y*U!Z>+PiV@|d7(QLIsZ=e(kPA| zJf8b^hWk)^r)-w2xaHIph>!d|b;!qlc#|_fPkt)+V9(N~jS%l5KTjPm3YVO9iOb`u zv)0o))n(b_+%`1<+m%~K~v_DF>N4W#GU zTVeMyM{NRsi2DZ&7ygUky&ANaRL=E_Fz^Tc$GN%6reo{-f&D`NM;PvNB7F#hy&=4E zL(46x?n>6gpYzKrr^URv%=L*dy!U|ea{i`*$33|R;7@S;=hMd?aKBmz_5%5PL8T#J z-89krrbyolL*#CG40{j%3&8ppCh9gOZZqKV-G!=(maQv9`#Jdi#r`hWGdA?*^t!l6 z+HAqa7&za8{_W!a+>m*^pkIRT?m#eq#NI zuuR&bT0f8LLxhcUKi?t!;JhKuKT;`7$#3Qg&@YtV$cf{1V(!{95J$pw3J&>N4 z63R2(0*JtNXblmz6$R5V)^CbOIoq|o8;_Rd9BY6Z{r0#|9d4kJ`&D0fImn1 ziPrQyuzRKk!dy?Ew-_djk(Yj;d^_JM2<>i3P#qa}6TKZg5vNUxi*qwBV~oCSUm zu8+}HUeS-sf4tt8&$EVH2KmJD_!*rV1pk?Uyz7eT8}C2WuvcmeoXCeh-h#!fL?8UB@xlk&SHl&!{Y`wHR{rb0 z4$yZzjt?=nM^w)Bg<<-iyx>9l{^srOjr_a>!#`>M50&;OC7Pen9;_ zDK%QR@4E-|kK;`m<~CFR(sa;2ly|~le^7pseB{n|(2s=i;rNqsE`D6Q`ZRm5S&)=x zxqNnOSKtrMC+Ty2*C)-ffKi^G4*LH2MZsyHH-1kT3Bed+sT^+-F* zw|l{!V*km?zXs znf=^rp*^N@dOZvG58GPb0r-jiJ&QNo>Fk>i^TGM2CZE?iSS0#?5so+Y>&9_AzbnB1 z#&Lc7eDvGEY0J03e6auLZikyz)II?JgY+TH-U|^BhW8PXUWB=RuyWSl^PBq@UD<#c`ZtF5O#jB9-{SW|1gyRXoi8B_^y&R~ zebr+W53q6;j}nIYV|>Kgqx$68W1HJTce2BpxVmw0Spntd?PRne&_4MHls88RwTHlhf?k<;2@{=yRB-u97fv@k= zmDcTFIKTq@57sCA|I7J)eENX*3BJiDlJe58#N#0h`A^)hV%UN9ZwZ6{!1#)lPbYsy z7~&7Kr|J7jvJ9KQfIUZfe<^3Ws$Me<#)I~iFw7U}_41>C-keje(z6L?95eA>Fl#T^ z8}vUJQIoz_>=)&4@q5B5xk16|zYm1<9Ma>}sgddL_6+Ct z>Gi06y9_HL;k^PZf9?7sb6C$I{QMMQh&OP2uP>(dNO0}U_4{>uk&e_JjN*eP1`Ke1@**Juj@EIa{$R((DAtGuo%jo7=)nGVNe~xIa%A^w~f> zKUQ8s{)8}$5A6eCHFxTd)u;c*2pDGTnao-vB?Y^BiC`LUR{!*+vH4wKyhsnikk7*L zXE~}*Z7)6yrBsd>>@)I{${`>24~F@ne6ezS)*pS(_S>=+AKfH<#t6<|ZWhls%YBAH zQi^DQ%<69p{sH4RDhK?vW8 zf21E_&=+bCzlV4P^(%W#R&|s6J*bc4%Te}!pSp82tOp##^db!7L3^FkNBvhwU@Z4H zIiq5Z?mVmr{vG?v8Ev@iw0|<(r$v3s$v(HSyRtRdN6bgRoBGbWY0p^L&%pUI%>3iK zjn#W@Tu|lbbKdRQoBh7)eE45Cwoe%LD{=gUdA#^;-}=exw`#-qaK7(lGjDgaS_tt5 z;a;oH{5ie_%CZ0Vh#_7>dqLuT^$;Y0H**VASpaDEr_XCIZ_T{iA6mSN|~2*Y_H9M8w?Mn>LW!eN?1>-iI~I#~D2Y|AGF9FvvUdmoU#C<~2O8 zUBAx~>=nu@VX#lgzkEN1&pYO(07m&D4E&+;U3w4N0`>xbaeVoR;r<5llQ7>;&X4O+ zFhc7!%n#$g{LB?4<}G`9Jeps2dXnz)-&{Wn?!4cX9uUgo^+MUjlGfSNz#gLgE>!;2 zyRbPM+IJH3gD{L|(m!|>#S>Hx^T&KXVerp5e%2nnzb7c{ylwue*QPxGP%{Id zKrfu%rx|y8H?6n_@`3dDbpJ=&fTx{+UN}F7b%{Tp)8m%!-tnEw|L6DFs%B+}L7VYB z7{jk=JcPMCGR)3nfAO^Fqoenm{qJ7zW$T{&=8V3MI z_YAEE{lWH&|dJw zjUnHF`a<==U!uMh7Y#^q_Ps98^5-S%??p+vj0Sl?{+DcsXw%h^2Ku4?mE3oAwmg59 z=ch`mhJ8#My&UW#&Zo3$`KjtN=8zxP757gV=!NH{Sh+sg3s%nJONL(){Rs2@w6Y5- zlad`p{sa3X4EaT*PuY)4^>r?T*!%GU!XWQBpR%@vGN%(C0lg7_?{`M&>({lQFZg}A z{C`i<14QqIjTVoeFvvIZmoVr9+PiY4@O1Ngr=UKzSFV3cZr7rn{Jd=WJjopYspe2l z?Jqnkk#Keg{Lc~jU5*&mUxW)B4HW$@fWJojRsQ|aZA%qp7(e14W_tN=Yc2VD@yEh7 zVg7N9k`F`;ZlXikUpu7+U`|&Sk_r<6j=#BpBr`Is~ zvdIk)-%uU!~Wn10K>J z`Te*`-#gXK7NYoo%FnipnjkR^{0YiSWntn??{RW`eN**N`&@X@TfRR^82lsFugYF$ z(|e`?=nIaw>QkW2IL)34F0A}h+OBu8hk5*4_2Z{aQqTJ9Q6$eZcmA*(?6M=iS8fGlW4Nkbb|mB|Lht=$8VU&#$)=M@E13 zhx;`+-`^7t9ge?#1@@QFz7SSo`|X4wo0*5$4DDn8gke0WzqPw3dTD)Y;qp%y^b_Y> zyLj#L;EOCjj2=5SP2F29^ecyeF%g6qkkjJ z^W&`i81>)S{%!iv3FEoFZCbAEDl@JjBTMo-_Hmo&Py-e~+ z82F3x`)@#*(PH&z_#WdYhV9AU5C;E(`oPLHXuO2Mf1tb(275)=_=0lMX!-pj%e`xc)_deb5m#c;r>$a`tVw-x*Bf38D{5Y2m?KF zJiBP%1NJW!r*b7{(JJ7V zn4UuE{z~aWlLX*5wl8fcXjZKd-Io^6M=1U5;;Q$X6PWxm4E~kA$8z?5x==dR>e<*~ zYoJ_AKZZfx#r)uy?5|KdC-W`McAzq^I5ySfA9}Mjw z|ENC92gfIWz;sUO$QK+dbdD-?n6L=;kMMg1-Rp|Z`l9~@WUUr`@Fnt#?O!+IJ z(lWc6lHZ-#ez#CL#Xa3 zB?Enso~mha^?N&Bg887lsOh~AAKWPVpAFVm+ofOARB%h3{DF|+IYcjp>AaRu?S;Nz z;&e9_F9UAAbicRgKCIY&GYs(q_NPAKZD)I(FI->LC$Cwb<&np~S6`m7KcHM5?#Cd1 z2t)jU<5$ntbubEP1AB+#)tL2q^CoRkejNMLxOU;&@fn^VpD0g+!Tw`=8ZYN|Xngg9 z_pgz;d`)8cSp~AELWXI5Ce$d3U6oqu5BFKHzYa>ZYp2wV1^E!ir$UD5`~kz^0W=sx=<$0qQql&W{eSA3P0czX11D#qo-;!@Fkx`?fxyAE=KV1V5%Hedz)6L0G z3Z9GpM=kb$Ld_k`13bsrvHOc0(|tCEA^(Q*)7k6eyTXG-APxh~uCWh71LhRN{t42zYl%(g^e*areBF0<9eSh5Tc&{Mt2IvPrTwm@TpzWb z#VZZmwi4Dy;`ft;gu&j6<4=ZR{fG8S>+`1o%{EJjhjBbT6qjm$N!%;FKoZA880b4u zEPsR{J{kTGevSDcA**jg^knVP`$fE**)P^!F3E3?W9?^Ux;I07hw?)h=8y8zQ+dF( z(C=fxo*{i0zE1q?sgY$}q!+77|2Gu&G~E2@$-{E^{)BkEgu%WY{2POP>+=uxp!raJ zu&-zjSbIz!SbMbIWBsYyvGME>CO^Dh3;Kid*7NxSr%8)CzUJAzOG}I%CqpD zpf5;2-Kfniy7Hp;#?hYj@|Ib8w z)B8tSL$0JLx2JkNXDY7xP{#6mLcQrXe;!O+4)ToS*V`ZCr=O6|b^Oy|7 z_{95l48wUGqz9`{_gRE}F1}STeqX12ocil)9A+b5`ya$ZSf4Q4e-rjiFIlspvRrbe zbdi{!gu!1-`3Jv~81fGeqw!IFu!l(RzOO5{4SM_>q!sNOVY%0=e=L`y|33)(4c0v| zS*I54C-S48%gS*#mDY29^}DiS&WA1Qz#bs|`(*?TZa$d-82Q;>WvZmHPd&Gv{Y^W& zK9kx6@{aZUFFkJA>5l=#qo^MPBtrt0NzUN$>41S3-3}fT{cjQL6K44?;eg{C>TITH z!2Ga3!mvKV`3^L7DV|ag4)23u`M`rR6MC){?SBsv(~B_3E7G4Zj34Ja@YUp**XMKx zdqLkp?@9RE&S}R8qs^E|6mvo$`h5d^BzLN+`kU)8>2aQ&stc|;CKfQ zRns2arxW-yvd9@b*sndUg72y)GOa6aJz9*zcgfXs?DyzP%E<)S8`#6b?x$ zN+>>g3-ayw{g5B)C3Sjlh5HAHhuYq|y85~gpl?`;*53icBDYY@EFO#6%m*dH8^ zLC(`=i}mL~pOHVqd%vpNIb9v}4eJjtnH^I6S0Ef-I=3+Vbt~`(`y1YL`{~7~ zSP6$-3&i{;EE%Ho-``j+QmXuKEUhUy=^uPj;`iSe;@N(GV>my6>q}}M_>b`~VX$ZD zui1F$Jf@Ig+Mi_@{5#DL$Itc~SUJcy(tE_oYYw`QlcD^JaHMM5k!uB))srZ`8QHJ# z%-3W7;Lor=VII$qtX@~YN+%a?9AST>G_JlKyyznM>;B^TjanRZV{XJJINyu%Jjz$I zp|U<*Ue*ksyCKUc-L<=KspS2k|D-pD@T1 z#!H0ZygSmLFx;QR_;2jESKn?L&IW&g?TyVSQ2C)f2;OHydW~(aou2QXb2%5F`R*>iZC|jDsGsB4 z$wobU{vVX%_$O?Q+B;~sD$6GeC+z7p#?3tz?u(2N^P4cNCs5xAL;eK$OBn3kKN$Fr z^I_l9|5k+)D)tP$amp3!pAEK;7~*gJzcI`g$4m8DK1ygj;&NK^s$8g#>si8}Psne= zP#?$3>eG1u_C41ZDrfKCvT~kZFm`g9?voG?@`dtZyi3Ye&#^n4S4DX-j!oVWGHV>S zcg7Fb&vxwY#N&PA{EVOi>9>j}$i6a6@8JpwLw`s=lQF^*e`-bfRKlCXhxhs+y8o#w zrjN49%V3y-a%VSIDppwP(8W2`~JqB0|H=t_`P{>x!U`xp&+l~{ZJuci2tZOWWM3C1ZQ|Z3Hfi{a3(tWs-lbs z#i!=Ntht4~V;~+teiP>Tg^3~l-I{+kK`^^ZOfSMbAH*=-Ul2~b8F4eW!!EEFIG>3x zee{e2MgI>({hIhnVWrFU0kA)g<72p##y82a%<#F?XwLshbE{i}3kHLK#r4l5&y-ol z`eDEiq|c-?ilw`@!e0idze%yuZ!?xuDqbh~VE7El*Q9R~5`x?PfS%&>213F-KR}q< z2aEoXVl$H;0soMG7X5Sf$2k6k`xQ7J3&;5OV1;5SmS3{Cl#}E2`U00X!rVVko?BR3 zy!{m95B0_LoV;3EV{7m%;2+YrxN!CzoG zVX$X79;<{8Y6S|Tpd9nXgt>hr%=yLYGx@gm+_urtb%{(6*$->KCA$|JrE>aOZ+z;I zBl`jJo5)Y=trmuhlVnXxLvwdvB8#(SNXB6zBtv*QU7edR2A<#4o6C4EG`a5a#xUVLDGJv}um^ z$z3@O^abZ@BMe$*x?!VA6}3O(Y{g)?G4tU3pZL79kYN_z&bU6a$CBw8@Lnm-Z^r9X zPl+X>^CgI9c8JW3pKqW<=Zl35GkVW-jgN{yV#xV3v-7SZE(Uea*VT#V}r!R|ngnjwgfH zE3Bjb3A6jdLWeu`4a5Ckfjz+f9Wn}Uns4^z`P5n72P)NP_(D8_?aey3GBoYCI((1v zLYU8IcDI}{p01Hx|7YJUv?z@X2K_+)GyCPTW$!$#+5I^o!z{l%`%lWQdu7u(y%}Ci z<8#zXoBpMD4~Tzpeed|$&@9pYCY<-g@i~53eEIQ2L%8pN^Kq=@r*?*Uo@36^yz3m*b#B7HCt7YHnNmK)j0BWv;f{ zqfUBK<_xEsohTXJ2lN~5oeN^HhiKmj^Yw^J`WJnhCwfqh@;KM|cYIRhDQ-XKRy*V>5`YhfeGbz4_oUJC7|~q~NJ) zc&Q^`q~D^|NedI6`bdUIpBC3=*arWgn$LcH9Z+&crX*mK!<0CJ4EH5$5_$80-zU z@76J*$+C8asyFe|tz>X*^pC;tUJUZX?ML9t2BVW)9~Un?9WFg9l-sMt2`dKu+#&iO z3DR%LSg#3-OQ*tpT3o*phWrKgx70i^b-1$V|05_rODDR;NnXAT`47ww5a#ju(!fRC zE=X>M_xz~-h3^;cEy)6ZcU(-*rHFw(OaI2OzmNGmDu;Lu$3qy#kNU~VBZ&U2{5Q!j zVTk8Yo|h@qS-#ml680l;zRUVtPx_)-4DyNXGtB(cGFzQtC*#tgKdK+9cdrNX?{PkafxkE&!rZ>EFf=uk*!c zCxLz-zZhow-GsqEqkg$>Z%;Uon+Wj-%D4M**@Y(eMnZgr{kext{_`x~1MCI0hnV|s z_n1`4AzQD3e53q$^lh5?%lQcSPvi%~EIuX-@`Cc{F?vs+j8!=JOY|2Wo0?1)9=C#g z2=?cZQnh1RVqUmUQ9MYP>nCA3 zW}jDXa(+GHSVwMeS6&&fH|JGnMOUK#%J3>$NK0nW~O0n0UkzT_1o zziYhu6l#w@0`>>LU$e*Uu2+#hfcrw^e z?9WG|>#6qtK`*dZKk@g3pbi}bDC ze9UlMzG%N5>0f(mv6tVtx~b_!sG4+cHkYqhFQG6L7=^}+mz#=Kd6s{xj$x@&5s+04A-*Xlnnk8 z?PcS%H}*>R(}6zZ|3+V>UBeR|@pyzV_a7Ty=$_g=W*GOUn^bel3jGBTZ=nC$G%QK- zV7Ua)gYzw6h&OROo9ylHKJ(6l_mrqUV(`D%|EBFBZxt;afgY3>VUP#LBZPUr5O|}L zobCowSbxX%H;->Tts9>V@g>gxTSlF@)}iY@cAmd|%Zz~H!S1I)e^8!;VSg6+w`HH{ z!$XZ)TELTM)E{BU7pUC0?da$SqW@1q{sklE@epCqchr|))7xEx8h^n1 zqR8Li#mX70jt=4U2CvK?6XpL9)-#db5F0_fnXx=yPYIdRW6{VoV~DS@Kf<7INDsp- zehRrdDcC415dOaz{V8GCA3%LzBvi;rtUqnCU~Pii6+438ME)QQtyG z_e-fNNayxS7~)+VU+CUAH_ew;kguY=2y=Qv&kXy#F2@DNhvNyo=Gk3)aV*Ra)PAkr z*xCIaKz}&C(1w!MZ(p{6LuR?}o)hP0sug0sA%M#Quda$Y1!-!^_MW*heQ8I z7~)54KYYggPa%&~Ailx&!@cd+)%R>*_n+It%L3K?hAx178ucf<;)F$w>tTK#E@IDH zx1S*c6#7wl#1pSsb?HhlUgT#)h3ftp3X$ypLfQ#KynyXRS~$c!kUz)!BMkPB^hM6v z_(>&49pr`i9AVH;^!J2eKF9td7d;DI`SK9RkJ?`qEY;CWgYVx(t-bnqe8M#FH`spE zmg*M(fdD`pG95oRnQV}guRc}9+mZL z%vZIU?EhWbqh5t>YiRTXeqejsW$OBbbP(N-Kz<|X4EYf_z*K48`_f*^%KON#H^e53uY6X)%y_Z=-{Y6I&n=9edAM6q3 z8J)c3X>idFK0od36lPNNssQvE>Df83z_C|vMbKxgzcboVD)ieCAfE8c;2?>37M*GoWwC&t1NjQhMWNNW3R{c0FA<`cp(M=nwW6t9!{{vY+U^FXUgW z`-Jk%@6x&c#aM8eN{5YPtS&GvqRrG@OSEP@yd>!j=_HKJ$Zz(t*K<#g= zyRhQr7dRh|{$zJ|qoM9YBP8>we7DoED|YsafM3`iVfManJ7JzL6XyBK?vrUru^V2n z_v_ntpUl*?-1h|ZgW9|FPRqkj^qL{+$L^w43b8ro_DyM$euT8-EpPoriMNw>|GRJz2W!FpL-Zw^!?UxoMF* zk9YRkw0if*7yUmJj%V*}OV?mb#VM`OqKg4`GNe|G}_dO!QNImhT*N@3pn>HPL&` zSpT5M`ZJ50tCi^es`i6x@9!?Wa#B%;*8dppPW(Sq{%gMM1}oq{$}>r;#HG~rE}uUL z13lP3D`)HTtenLINq1v3K2ACg>*IQ2{xO_J{*U1@;vZpj}0#0S(qmP34i{_t>YN9krM7kJ+j_5bk6Tm9z+7{m8C-osUy zu3I*V{tpS~o8&nQ99Qi!2YzAwBi%~xckB6`pAS2-T31EAmo~)5sNaOS{U7mZowqtM z3G@}$0|-e3eVOOKDb8};>JweLd{Pb%HkzGx8T=d4my)mGe66c!zXSP0 zSa~UpmoT3{Q@$3gvq`!G{to$Z%yi7oy@`8xJaBAlr0_|g9rxGA?l;@CI|s_e(|C`y z_-G9nAv!;R->3Fa>#;(p1O5;9PYBDf{j1a^vo3d0dk5n~ey0X#ZQR@C3e@i>)(?gk zk^dzO`h)UgaC)B5bN*tPp7zps^6o%F7(_i;rNir)zH`6u0UQ{(`7 zYuOTNFMZmVt3kp2`FYRu3ns^Z?vUm3Ouw5P{$lh2c)z;0m_LMJy$R);v1s9t=;(UT zC-HkL?SvuU*A>?%4Eg52_1St)hEJQj>=F&oC!Fsx*4fF{4{_o0&q%CYDL>~b%%^79 z9%7&m<5O17;)#q4{k~*s{eg1Shm6<1HFivV3hPT~FUO7ROKw^X1pkluI$?f46r z;dzTM$yrQ?@guz_avwEc{~5^Rp_9`jDx(|1z&>Y+$4?mIFN_yhIa?n*DI8MLKRy@s zlaZcNQg^bqjh(>PGfr71-8lXJDcm1GeLl5WV(I4kbFd$V{WHws-&5yLW&d2!3iP18 zobGRZ;&OyHx1ZBa4$GhCS@Zbs^oisWzw%M=9v1e0`gENj@puH-7kz(mv0(FXQNE4y z*XhzV9?wM78!YVQyfFBrdoeMIxwAFYC=a;a(^J7vv`E@u7@h|SL5C(li z`J4|hE_u{h3FQATUc_+5pbszBkCI~R(dTPjG;^o+0RMvik71S{6NdLT(EcvWmfOE5 zRRjDz>K|dA?_C^~U^ddJGw1`#hcM8CTt7tb#)e@^|@*+3rTf&E=^ z)fpE1Lk;Lhd%jYh)2Te?l*Db~@70lae@;$~;p;nBt>5k3C3h3fn_xbAb>k5a3C$Ti zA0`a?h4d2!dqnv$Oz+LNU(F4l9IHD{kVV6*3ir}SQaTCP3>hHx9@e@djs+n)Yoil)7ELDlfYl1{bjGRsC2OI z2>SszzU-^cns*#!fWDz(`Q%7m-lu6j0_+9#hcNha9B=O8!g$TnTHqJ*k1+5P^_O85 zFB1lSAw3MU^$@~5KVju8AIlA2xl-dsNBAE1^B899gM`61i^vua+XiA?=RALZ}x2U?4>me_KQ$|ZVtQC z5cb@MpP#!Kf3~LcFCoOU=uZg)J!oHqp+Cg8Hecx2OJ}+g+mE<)r0%F;^fHBN`O9MY zF=ENF!jO;Pco=5+6=7ADZ!_FX z{9yIjded#?cwzho(f>(cd~&;I?L*Hiv!%6YKDZqc9cnHJ#HOiMT?C0V9%gPV2?;Y0`)Wy2Ndym-O z-EP5uHX6K>WBJ?N{wj|73Ju&I?}mPgnH?f}PqIYZAH#1Y4FAC?6c4iUOx8Yr5BUL( z@9sh2h!~$a&_3a3Z|40mQ-|@RzU7&%vTghI0p=&Pr@YD2j&%3z!u>O0;3w6ma(149 z$|2vy@#RfB+GFaTw>+N93mzxAsGB3fIg%D$qx`H&&w|Ze}wZ3VdxL-jWFLYEtJ&SC}VBI z^ACpEeoLWd;H?**dq91(pTf@lBx0`L<@Qo|BH^;++enDdFdrh!=U>9G-i!QT<@6q4 zJNurU=V0aReV4+!-ZsIbH^KOk--LNSR`{roaC)l}$3>YAp0({VfHB@7%-8RW&R41& z_@oW~0QrCK$rt1C-m@USLVhwlo$&ps0i)MG{sr$JA^pW0{40X`L<4{S!8|^taxUNE zoq=s*rdY{`68**3PB;E2>B85Ciz`o__;&Fk%tt7{l1a9G2exQ}ejjNd;t1o?@K9=X#C4sS{KMI{dKdFAG;^z>1YtSF`KPBJfw6l&G{jWY^m|xHzl)ij$ z$S^LM)APV>g+|v~dQgb%J@D$b?2mylkIxA6^A!(AEjfLpt^=(1V1EzC^>*2|ZXxFn zVfKDf`$OlQ$NbONsTs2ROXp<;b`OU64f**n^1|$$W=G+@T>u-drtF;b zBOi+iuwQ}o%ZjwDPyH9l`BnCM>99c~p27YB%JcD=_5KG!oz>X;1CPIb`W}>-1N^}8 zmn-;a&3Er9HI~{dS8Bd%cq9$tNdvKeVVK23<&Nw8XRghYc}Mh@AIxn#V0#(t1NR>Z zgFd1EW0>WOg!y@D!mz%H@-HtAc+^y=1^y1l_avd;ns?7$DIBNsgM{IH7{E4IloX6^o#KOdD)h;i@{%F{PYwt(1-LA=JC@rwU+T)Jl#M)Fu#8`d0+LP z!#3RBpWW-zy-{@+$Oq|rR&u$t@p2(xY>zPH14u8!?7rLcWd)V-iDThBFUs?IV_M6d z;sp|Si62${PDrF0^Z);DuL_zHBt6TWpJ%JO^)fi^>SoyQ#reIe>S3Yx>{;NS(4SRn zSI=>Z5xtj+@~TdCnsP4H1?C^5ulh`1>E;jjfnO+Z!eFmdAIo7rK>1WZ-2F%*`WNsY z_31@7`#pol=)w7Vtp8$|Lx)98(;yxtT>kj*_R+OqKl8-;{sJ-hBg~fxgMK1^2}690 z^AW?$e-eiH_@DM6|3d!149fG2sksmOkMbo9^2PQDgTFv|uyXdE#LIWxI-iR7;OF07 zHqGd}$F>ag2ggeo><9aM6|C;oTO0yULls8 zEBQyv4~D0M#NpRY80NQYe`C<6gugN5=V5 zEa&GLUXN)=iH%B@V(ZJV%NER<6}SuLb8P?3$WQ&wWoN?wx1xT&S$WQVW2*r47wLN| z-|J@Cy%Au~sQ+&d%b3bbKjibt+q=dx4~8UxKSBA`P8k~&w%h{N3kZj9Io(>K2kUES zFYmky)OSuj4El=tLKyTF`+MhC<#KOjGwgRFeec4;Biz>;$$C({O&IJA_3PcW+xIS+ z=0ZG&{k?lWYwC!sY*n`3T{rN;(K2Zl_MUKio#Ui+Lk)|8U&!yeRy)^k!n}TiX=c_4Wzl=37>^SMdqw&PgFaGwLo$=JLn~lD$MH8H z2LD9mGq>%^dg{gfSp#Bz{(~^rhlYcK^HMRh;QcMMr-tO%%-?%c!9StCHPnXA?L2n` zVC?Us|DA!^eeXa%fco*VZsGEPKUu&(^f!dTzL1}+oYDVD;!(BncuAO_Fuo-W^kI91 z`To-@FY@EFP-bZ1 zXl>9}r02_^L0$XQslfb${e7|Ck=1l_HJrc2`d=P4hfVlm#MeI?Gk+Q??6KteK-0Q8 zT8d+Jfd3dj6Xx-2Q&x}o)rF$_?5J-|S=C1-wsnI2W9*ON3)CNBSQqg%>!kropnLS^~qH(M?wR;h5!oJ}1o2XRvY>U;P-i z>rH`U3EZE;@%?ZqIzB5W6ZC(ecziz=m3Dow?Gx;`pg;amF!$$M?|)bAL`4-rJz|o-g<5^}R316a7aEVmY>6(^Bge>S|a6?_Hz+ z`)Qt5xM+eZ_5ydrkEJtPpA# zY>))`V?OcA%1a_Qw+Q?(j_=o@ol{rK{Dl2dr2ltQ!aJ|WkuX1Ff2~$;PCfg04D{JZ zEFZ$4@5ukwgj@P)X7ivv;i41j4K~9e{>AaPJ{qgE&_WUD$My+xdI^KRBRz!S{O3R4 z!~B5sx6M@QtT5XW{13L*79y#);JH2U3;EZUoYvFdd@#&+RR3)0bGs?U?EePa+s<$7 zIp^Ua@E=tFqFX18z70IyZ+r48)hXvTw1@thFxVf~Zjugv-FvLr^ zpT{tZ#|8gwe*LF4lFtW%6*^D9CHX@9hwTeKcN#mq!V=aSke`HM{RHJ9lwV|FI4TYN z7nTc6wmbgv>j3h^e1kCX1N{{%zen^EmZJYpY8QI1Y}uW?i2dJ2`yaXR;2EZ~xPSc9 zq1TQMb4B`({rxdc?NHOPiO(;8+~oE8+@AyaFV4S&Vf<7d%ej94IeS-X(gI2F7iez` zSN%Us?^U<6@;KJsz386S%V&Z-#QYFQY;II`nEnX#PrSdyF!)Px{|vM985~o7E|8of zbtSMVm+^~X(0{Q%6iBYOn0TW)2r#xsSm6`OOCVV#D3Ovjf%#t?uQ1H=1%c$x<7cfj-ft90mH#*L!;p7!M^<_e%31e?$H=e2?nO?s>E+(dHJ67x_aN_#@VLfo#(dPdn%LFg|g9$1s~;1#$+i zrnYNbAf6QKvp}xD!}WZfBP?GK$c3r-%-AP7zlY-`4D!PE<<90j-Tg5KoR8T52;^4< z-MAJJ0s4&mkZ%hq7}7Eg_It$dQ3wcwzr+3r!~BBn%l}DQzBKDD_+R=SG3*~BKNJF1 zw%VUu0{eg1pTZrb&65LP!~fHX?NdOQL1p=P_LOkD{2hwUj&NomTSkp%OdwOIZP zzm*v9HwOLh`!@#uiv5v*)u;D}1&SMfHQz3;gz+Iil%&sSHuUPx{Ix)7aejb;gaPD> ze&Y5R*2nwhtQ_Q_|93g~fARYutQ_V`q@TVAc_2MXLD^jryGO(Lkbg?qU*GJrThG>; z1jybhD|!NOZmi=~2;nc6E?Ve|aT_?WzwIj`x7|543+3|6aX!bUDxBLxIYV>C4Ku ziq@a-`wp^ey85kO1@?>mchC)f^e5gG;u|VYd?Xz@YZc4y1RbtT(=*yX1jb9{C3;y= z+aiFUs2{4mP8%0yWdi-EPpUT09@nV2fqjVmtAH@Hhu^EZYelOcjA8MlK-FVpc#_Q< z7~cx9yanQ@YfEr2Z!%dvOYCA2jNBm3y`o-%>0=27^s*BPrS$r%|yB%>eJb66W zFWRU2)cbvp{ZR&ELweO+x?DXTQO@?01?pRZFV*FW-UAiS#{vzL?@O=#NQL+n{h7v6 zo%)%V`^erp_(8n3t671m3{@s2>_oX6Ht^ONQ2{FI=a3Hydq%O4(|st4Ebn3u{>D02d)>h za@i&1PpO=p_hIFnK32~BVdvoLz|-ogQuP0dg3iL?!4~Ic@cC40%KG^?Hi_ON7U#19 zt&5B9)O{8GpAypFMdEU&Ve2Acy#)2Mi^k!YeFiGvAJG209L?%B?YC$@0p-)>Q$;}f z+n;cL3H7_HRa&jP)e{y^2)eqCSybM^7vzoh)-CRj$!m>oTpzTjwtair8U`54yLUKe z?egP|>tHl$KP{GZ?8Vfo^t=u^XQ`V^otXD{a#0F>zzYqK|G1_?3L9$#LzIBtq%%%RY%$R zz81oI56X)$$P4+YYZG<-(iAUc59&{Mc2=*=JG;r#dW%3eWbCNxcSQPt-|KEqtH0=S z7W@bDUpMt~)N{Lm5dWfn=&f|posm!q@dUQ7=bNLsFUk=72hN{*EpksD2($MP1gxCS{|gMjtKq)#j6vV2xxSa)Qb zp67AkFUCuRLEkaHA`Jbbd=1|pAD|TVTxl@1Z)DUww|IsJi|++Sk#A}%h7aTZ$!OOb z3D52P|KtQlZ{|9@k_v)ylt({#!#~CuA>hB!e-eg#3hD1>-WsR0%Ma`s<uQ8~n0IKKX{fo`V~0rXS-uZ3CZ1HC~$6S059 zzz>vff5gBKWgw*}`qS50B-xq?AGuDbYDdVxJ+e}j5F^3OZ^ik;tpaxn(} z;rIt_d{R@Cro!U^!axtochKdPzDG_z27Xd|h{0Y6-%HXiIyMsW4+Am31`&Qq@v*6- z?L>7u3E(&K%e3R4HG$^QVDC6ShH3p#Kp6B3_1&~*I#k5`h&N)5N|8b&znhIYAbt!1%^PSn?K4+J$yUFd}ENj{3*WdO- zdl=6U{$Ks9sxBw9P6B<{pV=dWB~Hs@AYR6JmoVgW=pP94`Hf*ZZz>q9_S0?4=PJ;5 zwCBMZt=r0vZ|3$k_)^TL+NWu7-xuXI_*biMi}y9IPv*UgbAn?<=Npl~=B9bxfk*ei zdKl7Y9=&vbUU)3rAHeaO$4;CV96j^FARH082*i6J(c>$`oKS=cc|iu zA@83yLVk_I9|d$zP6ZO7uTn35@4inSip*@v(Daucm%&6E_rU|x64~#zC(XC zeEz{dTa~Inf3W`WMK5H>ju5TCA^pRXJx3jqp9baP^%=nkt99y|O3NX?!Tv|g@3&>) zk+&d!tUn_CXZ)F%t>Ri z5QBZv_vw>+2jpFc^M6$TOmpw_{8F$-EFbF`{!XP&8rO%h-rakYB|ZRsKz+BijOiZq zD2wf{2?+D`99B;I(*obhyhoV%d^$X^?~GI{aUN+m6Z{;WLR&l5C6XyB8t&Ut<*{Atjezs1n=>=(3e15W>S#B(|BMtNi_0zVz zwuALC(R&ogPur)Tr|#&|6XySc;_=$PYYs17wt(C3c{jLb+COqtH>ulIo9AGQJxIb`Dy`Sz8*}Fmz?XFP_{fo~l3G6)VR8HI8f%z>!OfSRq{sb?7OZhA-&m{j%80;DIaaO*J;v2%i zALKu)PwyqL_WAr{w=sG2H7$|;VSGdw^c(qQcR(}$y}LV<6F(3uyO8`@IrArWf}0Dx zV|s!;AU`K`J*k*6_&1mDgeO(MkN*sU^#hdO#D&=!HH;?Zo7A5HI zR3FLb2Zr}j`xD=uAGBOW^nN(%a%=xlK0`2 zlPl&!e-p*>VVK@;6At@I7V18AR94o$PxZn?+a2NKw8PS&0|Yc1$6&ZqXyU79|uxd!~i z`Ij)*BlgcQ?biz!rt@q9`{l1gjvPPA^}&AA2L1RyQ~3PBFpCH6pBLC0YkUWLLI1$; zGSa`PDTfX!-W2W6ApKJ>J)NWhkHs+mKW%W2r*YOZxIRoqf*3-NtApS&tO{<%8+Cx(X^j&=ZRzO(cBlS<1uP;v%guEX7)`PDvIBd5_ zIDP6ri1$z*2=nneJUEhQy-)?@gY+=W{J+C{`C}&kiT;0afLLD$bAL$~kRdV|?_0@nfcdJa9g9EGtZ`4~l00FD!7ZxTK|B_yFd2w1@vZVw9hp$mIO_FUqk- z-f98Z({=H9oYW_8sT*bw^TU$AF~oN`9;X<;E|H_m+5WA-DLzg*{fIfdmxA$<)3+Hf zWr9p$KEm-$4_x)sdZ6e%f5JyrW{lKyW&eL8n4a?0WKa5Z(2suN{s=?9fa9Nj{zA~q ziqVS3G`{IAi8QUsO>6P-!m1{OPJ5^g!y{l z?2+5z6y|P$_u}dM^Yw0D-QR&eAw9ESthc|u&y?HG9GM4FjwT6k9uw=&891WRZ1Wqg z?{myDdX@Hl1^xl!HNwD8)?L8fH15_;&>Ql z@@F`X_|LxAB!01SI{(kxW9!-T<}`E=uJPyd=ltPkCAyi9l>iRF+lp*$80^l1-Ni01k00?YFKJ2ZcS{i6LXa15FCP&*&uAHtv0rLXqMf%n3( zJs0g7pX`12p?_TObQzJeKsmczp&Kh-u;6HtPc@w9LVb22Oy?H_E-sC)-*iZT^&wxe z{xW=zDxXy5hmn-SV^CO1Y{NP#{mg~16lF#Q0j}0zu_kJedo8m!+S$_*F@-y0! zhp_Vmf`!7c0iNAz`FhBrY=!+Y^S1H*XSYt>7sSB-uk0m%<~AZwqR=G`_FGUsZd;}6 z)UJ5J`jW1gKW+*8Pet#E=KIfX#e=8L>y-um4ePu6Xa890AbQ^g?b-c8_MkzsZs0Ge z{FU&uRIMGz7qN$W+xWP7i@;w5i`yp*-%tM=L;o0mP&wrHI6pAF=U*)K-@omHzeV}8 z{pL6dkMbrA{HFe}oUi{aH*xV8|5c0Y z+j1LAHQ)V;U_V%Y`L6{%2R#@E_YYA&m;aHN(m3KR=p*uf#Q@hGQI+!*doUclS73do zk>}$p5Oe>(;*C>%WZf-3U#)bzx?%8xs|wom{mMKtTp*Mk4W{=MC{<{w-e4&y`qcvlY^ zaKl&$pD=sRPT*62bwlUsB`_Y;7vJ?a+vL)n;Ql@8qi@jMNu&B!fPUk8 z3t^BK^2awWufqMV=>0>qA3y(0Mdv$3vh!(uk1#tAC-5s)3eJ+~#PwnAk%QB8=ZVhS zV0&vz3vz4(W8wY_V*l+H*UhVB`S|>I9$Nfjg6RL#a6JCU_XU1#*a!X#aX{Z*BfB_O z!TK25cfiZ}JC3Jag8q=-0nIn3oWFJg-c!Nyb=LMD%DT9Lec}8^n6Lj3hVzn04`J|s zgd?7O>tU-3{>VZs|8-eOM+bV3kzGLiA`JS6{S$_G0qI>oH+I)9&m)k36ZV|9{d1cy9{zi7<>8^=*CF z&+4}a$ACVe{0KvP$PdEc50QR`nLpidCvMa)_ZNyR{@FOw_2SaxXlNhnZ!);Q*tvZY zoQFkw+q71yKJ&&5khi;-Uz@h46m@Blg7YVsk8g_cJDMi(8scsG{#>0>m$p;vy*NSO ztU*&}#_fjnSu79S;rnIgp;LUm->hZuLoQ$=oDWC&ZcgpcWxTgJ_*dlb7KQo$IZrMJ zeL;QSV)^=s;-Jx>pXhHGX8OHlX{$r`69G^k<*~*4)yY*$yr6%oj~M&~j*rSge$@UU zlkjO527^DR{*&j~UGH|4`@1ay-<0yMHo$M({|oBy@WM_nb#1rK%W;4-Tn{3+UNaK+j&KL*_A`w@iM{a8WB+OQ2e3mtg88WMD2O%Km~ zkbfb)A^YkhoppM{dMwf#@_TspCz+{|Z2cxw>577C(huk#^(pko^)b8R-+(+##PSTi zb0njcxW@`)!#&8uSVEYgkRk!XRIi4`HyUf4&F%LwdtCXU2c-?a1{bym#B&n(_oVUy1Sv@2_`s`S%!!NGUxr zzX^l=82y9U`ct??mebxfqaZ&+duBM3=7(_mY1XbcwgLaBeIF%b_x!6cK9p~GsQ=lN zlxe^}TrUid&(a^c(TnR}c!G=TF5hbKe^ibb;x&|C_&!IsPO@n*ermt?@bY>^Ls+k; z@jf{#e{q87|2Ppx*v>n=)KBz2FZu(*u--}KbLaG|OBDToJg#R&guQa#>(m?c562g= zHPg=Ld@I-s_7}N4xl%Ur6zt!keG%sJBMk8~$~*FCyhj(Ovk;H|gCYJweTjU~^@Z!q z_uL+%?56A3lw1P&Vg0BepV=0%lfnO?KZr_n8(J;%5%dY=z1`}koVS!4-2cP*d3$`* z#MBX-D2o2S2>WN4?MLtMyx8aZHhrGo?Rb*?rR(bJRIK zJPFquDEIVN2Yyk1O~bxS_v{Y(g5}W;-zJZj84TZ}Jw*HWJv1V2ih>3!FYu^8^HK}^ zE86!?4zb01G^{V+_k{U=)UN3X zl8c>Y06&nw4Ac90f?ZW6t{g4oQU4ewXyb9&-z zQrlKtsf76&Y(nCo;|r!u1^vbE_sVH~5NP%W|4djtAyPV~BlM5o z?=_BU4{=c7{%dd4(y!K+BshQeEzM-`#!LKO!#v^jq*9s|FfgM z?N=?`(r76T#4n(FL zF}tJ%{u}en15aY*^Ok7y`01cjVD{D}%eg-%%-4qrgTF(14-Or7%yQupIW}J$9QGm1 zEjm`7oi91KCtQA5Mhd6*ki_fHeiyP~{SfI-S`mHrXuqy7UbK&-{RQvd)wS|?FzJQ7 zx$hYXC`b7v36u}EeY*np)o{Fox%>~C9PgKYeZ9<4s(-j4Zf(zbGa;VG{*sj@G`k-7 z&GYl*QSW_sp5FrN(a5i4NB09&Ywp7T<>C4#!}YX&OBm!u?O}c3AJUV&Xjn&uc@JTI zmhh3rySYL4;XIW1Jt{#mVy+*_=YDz=Ez<^!{+eNy-zJx3yvppN0p--*w>#Z>yAJ{W zBfUrRtEPWyQwI6t{6iS@5%uRti%h2TwI<*{&KD`Np5Z;DMC(^Le-VcEuzt$KlG{Cu z#{w3=_a`6>`hfWmVW8)q`p_QwUn&QGgY>2>e>!%8-XQQ#D8H1$`-b_YUIF{Z^CyJC z{}X*!&iD6^+K>6+cH0B`Lw!9u+cEOY)Th9IZ13pZn?b)8tbp}N)SqK=Ha??tMDI%? ze+YwrMSpb6zE4>X&@U#hRJ9xG-}i{lAK?5&7~&tKKXv*g_Y+|*U{9#;gdtzT{!`~T zyuC8!CA5d~BMkln<&o;r+@?Qm73AOO?+8OV>QCy?43m{7b$C2N80H_OH}$mJh69Gh zpszT-H2t^_Rhz0gy=fP3ct7vn%=2x+&>qrHnBC74r0X7WXdLv2uTK)@`6RQ9DsKxJb5A{pi%GNyi4(ptL?fd%%2^c_F=sA%b!YCitsFC~5rmbwW3 z9qohRxvV~xga1MOp>pUC`E$J1*rV`KE1#bjwkP>zrldbRse6OnXBK3(e|wpCED`vb zE}owmu9R^28-qTW{EgwfIPS-uF!ff8Yxh%JN%A}KVf(5R4b>oD9RDfp@IzC7>H|Mf ze@;yva_YF%QrNFRdpfoD-4C^~+ql0yb^GN5VWu-bk9w+6r)#ZIEa*4Rr>CQ;u4;Fk z0qaxP-sv6djBmwRKso9UVQ!CvxxYKTYxKH@n#p`WoG|o{^q$U2-tu;i3D^VDclv2c zU)^Iu@LwpeGyNmGgw|WY`1*+XK^Xi2>N8=OUy+_O!`@h_&#aT~!SM1SH$AF#_Z4a-&17=s&IM;13&QlvkP3kwJ%nJJ)pjw4K1}(S(O6*mdf{x`DE5InfHIT zRNwYtlLg$rL3+==Zs<8%{Rrq^8}?7QN}~QBoG5YXZw&DR<|pj?|7iYTIF9@iVaRWg z{|sxA{A-2PRiw^=q{$1>*Hc?A{4!pmO z^166Sz1F5Ei^qQ#OQ(Of?OF}v$NnxQbv~?}xF6yj)Xz(I@5c9;G7aAgb}z+WLfSN8V| zS#$6;(2w;AgTA4^xstBfGQ&z0_<{AWZqZvkV&4^>4_-}O8mmgV!Czr}3@;;kS$!6tvvRiHNf^%4qr9^% zS1qiWzZCQz+spP-tP9#13iP7IPUFHDx{|N6nC`0!az?CBnj-ZGzDNG%tX&dj{&NWM>mSVHx14z24O8Bm!}}bl4><>{x0{5t z!+eeO=Nua`Y3_baxQ~PM=H!^nzMXF&T|xSuQ|;bj6qW$~6YpmchI||Q%k8%F+p&;p z&>#GsFwb9e4Pu8~u#W|Q-bXAC!XPiSr`#8}dWPB>a(lX|7nGkgLPf44wSTi=si)_k z68OJRlas}&3D2VzXSjM59aoJ3(Mhq>YwV<`#*wPtph%LHLZaB z68#ThIA4MIw&meei?k5FzIgk}vY@IV54iulomXaEJm(kqKlImxVZ8wTAuCU!c#4&? zc$zT8b0}|CpRG^au3Drrc#r7*ChFhqcE#8gm(4+*$iF*|6NU~}7QLU3^0~9_^TN{= zJ-~i2J|@iRAq@OL`Ur!4Vf(B;^Urr;ZvGA_Rpa|f472kqgkk*__4BUGzK+KoPlA3U zzwd54^6^|JNxpt?_v*aUGyi-9e?aB8GJ}7YJ_LQh^|riKbz?g__5*)~>k)*xejLa zgZjh8`cIh0O9cf-J$oN%270i)LirhYdK3@j`9+c9fQR=_d;$NB`Aas3g8Xd7 z?Gc9j1o_P{y{{rD^2^?IM1LF5kK-!}v8^3*bOZ0N=xpZsHI6CVU)}2xG_c#G4JcB2HHdV7-s8}4C|7=Aq?#yze_Y$NROUm$=>f5l$ib+eKAgj z?@yE@e%bY6_%w)raJ&q&{IAsCGa_-PXuT89x0ODdc4Yos{@%CXfq8jh;w>Nf9YpVg zH%Wk(Nq^IoW#-nL5pCJFi^%REL z{yAaLAN1d>ypsBVw8VMM{_>U39`ftao_DIV?2Ms*%r74$D&O;-m&oaPbl=g+KJNs? zcj$i~3FfTP_H%%E9sR}Q=*($PR1ZRYjPfQ7`3{xe?^$2+Whu9h@?{P4Q!j+WdNz)y z{Lu$5EvG3UZ>(RjWW31?33-VBT*dZT5iov~XUh_359zJQ=&8_f%21(R!WhdDgFRq= zN9793SAuv8s;7xWe7RjIs1Blp{F z;5YVP={bFr%kUl@*!l5FuUB(o7wiLjL;b1@7*=5SeJ$TFsJt+!yKKxj_#VewS!DS= zvt1GPPy37MXLuEzeHq5j*)O)2>JQ^xLJz*nH{h`L;VwG`C8TZ zjk8_06vB8=zEzVKCKk_k2Ytfts}gHZMz(AQe}McT4EX@ck1)T_RF$%={n8dE7%$pK zRbiEH7mr*xe}MX5RWsng8wWMuFMa>z*f{w~+ojljsp@V6%_mOypFUSF%cyz(O0<54 z@_Lb=|LRlbVZML-;?wu!^sSm8AGGI}+RlfHPe_1#vA>u7pS?+lwgmmhc!jWBIq`#) z)Bm#z2*dn__W05!IZ(fM5nrEwIoI!oUEe_P@5s-W?)NWkHQx^VLx^8Zbd^|mZX~SF zB0V+oKN7s$I!m(q!!_Ny-5k+2nY~vjsIk*4n)T>D$aAGwo(xx#J`jfcM95FVu--!L z3&q&dGvgm)_#mxBSd|)=$ zhj+Ofr_2rWk-J3S*Ns;i{`sEAcOR`a|ul8hOsYx&ZVa`Cnf=UMsd( z9q!M}6px3nk{RW5gn|D^A1kN#dj<8Ct9O2NZs6}@5C(0+`L4cku0v8wB;+gTUmIMr zOoyKj1A9Y#Yj~A7{r8Y}pfA`yVJ`2F*Y^&arn-~I2ZZ^0%*T5!Wnax}K>ird6NdQ- z{V`$S2l_k0uz!U7_%vI6Ra{CF#9zpd&(eqY4{_+m`Tx0RM#N#IACT{%{(LUAN_TMj z0Qa*|KN-G9`a_tn7qaqV>i=`an`MrtJAgi5JV_YxKjaT#zMlBGdE5rCPr8twQ~$s2 ze>ixsSTTwC`$b)UV^>E$;>1nLIaLD#_A?z=sem8#Fsh{Z+3HM!5eoaH_Vq`;Yp?{>OX?y8q z>tXqPzm;LO|MPW3O#f?b&EWsAy|0zF^-Wh|VgDWDb;2;;puT=Hy1mo%#d}5OU%%b4 zOL_VrS-CIu_wCb`MB4?aDz${0``uWd`&)G03H7&mn#9%jCjOw0c)y%5tT$u(&9n6M zmei~Te}efQ!}R~W0>UsKV7^S4=QFIF{;y2X?APR{dnW?y2l>|=Dl=zQ4?VS0(t2Wh zCfvb9^5x$c{!ioaKR88V+us=Mb#b{3pt< z`DF0m^`0hR-)Mi|Z5Cb|-u@W)hx$xdhTabs5QhD;f9k{eI@Av;2mbwofq&Q^E8k7_ z@ZDQx z_p@7?3+rr-9fAE&w6~w8lgg%a{|)-*Ddrc$EdL`6_KW@f+*9a&_>8Q~5#raciyv;p zehdfuK>hmlqwvJ9XTQL|ApWh{Eq#kwgq$(aPZ;h?VSB&L_xHSP{=GvS%?H0n9a?DI zZ645z{QDhX5#f8|f9LOhuZ!Be|9&??7ra#-=qE!R^E*L3ne7>e~x$~ zdXHK>exbxDgRW7r7wFTz?& z^$!R`z`h7~mz~jR*a7gb;`m%B9d+bYL(X2dUN4kx?4x*J<|WHFgfi-LGv5zBD4U1! z7s_ZTe@i*r3i=T&;vd6ObUu?~vLBA={vgLBZ=uZ7rB8Mhyk`52LRtS4&2uJqfboj; zO(=VD>o{Azm9Sob^b!VsBmW4q_>t9zd>i@C%E=$Gayb8k{E$1{vwg^kQ{Z1#ipN73 z@|SskW6&qDeF<4P?e`1igUr$*b>l(bv7E5ff2eP)ob9IwOAGDPj|3K zNO?UuUISQ4`J}%1OCRKuLl3% z$230ny(aEI2nmCI<9Jy)t&g*E@YhHWE2s0uLe*xk$tQmlLVsfa$T72L)!&hJA8*W8 zA%7`U>$>CP)+2Xe{MeqF<;xz!=NAA*eNc1kn^GfP0`fq5)V#k;e0mAi`A#|80>q9Z_s`^p6uOm>Y=MFJ{M}ND6dTk4V8F_`K?f6!`#`O zKY4(>kiJfeJC?Pr5v|t{?z3U*oJrbjKVI0$wK}o1Z!hrAR8E-UH({q_JFlJ7&$0D1 zp{8y39)9jdkUye*5C(sW_N5u9(N$enlFuKSi7_|&M`=KOg8b1;NqM&FTprLz_(Jf; zeS4z8KjM7Vd9-6*P@F&5C-S3n_5=Hug_baWFEPIet9s&kvykECc)y2X$k)W@FBk^; z#Q6)yNtj4rz zIDW0()|QsDSFrd?sI_VJ1EIniSPwPA_7Q`AA-|~{+N1ucoc71r_n?0$53PKMWj&5Q z0Dg+|4`G+lA=P)(tKoibxww6X8;G8+o}n62rIqmi1*i{Q3+MS}6(sZdr0e6X^q2M9 zVgHcI-v@nDY3vC4EzS>w-7F(!%}-K;{1y30n9n!e){U^cJX`esCw||pp?c89@&2&> zWhthIFtmr`W#zQKE@YVLtM<@)iPF|-z(3@t_W23x&P0jMx8Qu;UEMirl|h-jD)FOx zrwZYq{H^f564KXw<=VM#Mkew3sQcl!nKtvcO3KTK^I0KbsVedCBshKyD^~Dh82a1% zHwJ&^`8S66vj5*0{5RS&wGa2d{=t&6G@kDFM@=8E;|%*R$S)m<^$F|VPf&Wn@ci+` zrn6FkpD1sglY8Dv&-)1H1+hJy5AITHRb_xa`d;v$Yr?u|EWQ@@2n@I)r9BJi5$ET^ z9*>Njq)gUBdlq7P3A6QTVb2?`;U8{R^7*IN0KM@c_CiH^4?x(r=G+AO`tvZ z^33#~J^UriFW7&tE2-_jxAq19KsdYLoOi+xh<8zby2F0SHQ$-Z;%A|5MCXFBy{7>8 zvA*uLz`~_(MuNO>yn1H82W}1<%H^-OV%z0s)t9)w=_SA3)-k9S)<>y+iGQAPS`(*V z4>8ya@~gLYu5eA(Mq_vDmBZD=3ocYT)$MNf(@K>UUD>!(Wu zP5M@(GN0lz{eqz*9e*^jd`Cza@&OzVD}O`%_lcQ0)9ln8@JC25VIHsdEt}l?%PC#B zAB^RFUw<7`vU@y?2m3dW(0Q-f7^+C?TS5b!0Q*H=LhzT^pFw2Wy{k*TfuH!j!LfBR z>jO&p_zW+q7|gz72Ks^Z4R4=rP}@9S-i+EeGHmbMFI)6~729*OZ8%fmazF^WT3M^-`qsk3ti~?ED|c zQ)qkxMvshY3K6}hhWQX-n196kwL-$cFXRuaPw%s`az0Mz4A zUL7=f*_|IpUhw&wFrQBc1r~TYzF;u-WegVL{V8U1E5j1R|882Us1O_;~i zteo|4x^8x+&I<#uFY)?=(9C(%`c)t+GZ+7a$iuJ{!|EtG*g)p>_@dGQjC;w*l z`fc*JieJzk+VkLqdz~j8iv;>{{x;Y6v_&fZIp?2w;NI;u@^SKeN!~-cYi`=V{y5k- z@|Q5gdxV|6cSsDr!tH&?qMiz$CML7>c;S%6$KP93zku_g*#8jkN$b5j?E`(z726kK zMQxgY8Sc#5$NHd8)L-a{xUGg(a&$jUI3((Wtn;A~7$21v1`ll%-Us<19@=}RVsoD@ ze107|@%x0*af#qx#QOI*{=+tQ z`JH0n0sO}A3G?v}d%Rs@kIwP`;o91soNZ+tu52dbTmcn}p z*xqpEFu4nxWZ3%}!r`6z`v3mD5bPW2AyW(EeCCo4*P3 zd~n3R;?Kh-n!@^omRSD?%M}xUMif*ujFS-EH%I<3yo2Z;(YmiKOI8E&p^5lCVjdq; zIrt~Ef5I?+q8ID4^JhXT=i?pet8Ch*(TSb^6I$x)58J<8ipM*a_v?RtlWql!_DdM- z3+ZL$be}*tD)Nt1n#BaDkMTBPSieAe7-ss$FrCL`-}Cro)V))krn{EH{EPirb(Jtz z(&+@_MS2Lse2nt78d3B0!W~mMFM;~UF!SeDuEuZ8UiN1DeL}0C4k6dOJ&JV zjJDEl{Ljh={tpl7A3gJ!Zs@N_$ahhmggHHgVgA5)V07)e4jYUYf&Jk6+?Z%}DLaP& zFdi%?4DYj}zK#t}%Ltt04)FwzckE$@dy})jaQ(2pt@>JfZw=&cSl?RMGRbFVF4#Nj z<2ZYRw!5R-`Ft^McTe32!7Rv5s5~RXrS_@4gd=@#vq)#y@;~mNA2>e3@clm+*7K0R zHlD3YvN^Soe_;PMk!Al^)_2F{{JsBI+9)G?m6TFORv|ky6h%f9C6Q!guO><&EfpzE zw5+H^Mhc0fBt=FF*%eyu`*+>^!1iPK3;lycvg;F4K7C)P4voZZrq_uzkWX{(mso57J{SnSSKc&*30%EH@rr ze%iHeF`Pd@{uoak5;7w}1N;HXpJ8SX466{m#ttgW4)_g%{aDmr;~!lT6?Wcb=Q9MR zYZttmD6t>LkL{TT2C7@+1;co7yru=6B!ZicN%x`rAYrJF@u%s%7jrcevml;FdQF=$ zi&ZX7T<&gT7;bX3HM;eI)lA_>cBZnC<5Y%=X=u^*I); ze4gZK=Kb{X7s=c5bbm%L_q&&B<*KFNe{ekJsv}MAeQr~v`)>mChyr<^s2zMhW4MO& z$2>Fa@LI=XY=2Hb7~X$I{+nMqmm1;$_q&mw^9=-*U2iUheDyFfJ%mACTK~l`Kdb*2L%fXf1l5QARFs$H_;*Eq z7FS`u!Tv4Rg^vB$GY#6CApV{(kXL-?8rLsSq=Z75@ z_z4(JmdN@C*GQcI2gl+4K2{(2NBvQIEFVPefxjdAUnWGJ@1)N8XEji1WTkRnu78Bt zc|`#$r~ONT)tH_>4yTR&SKs7%_lm{EFn*M;6=GO#6W)4ipT|f39+$w%(@btvb$>Yn zqGy5R%82}^V-OD^KNiSDTh87Z!~Mwu#T^Rwe=5QL8pcx$Z=v{mfvR)(s@J0TZc!c! z?!2&l@OUA&*M+)QO!n{ag!6nj9}wpLWZ~>ioAoPpKs9X!5j%~jF=VXKPeNf_>*ApO>P zUYctbI`j1!VX%L+FIH|vcu~)<)knWf=JVB}neGCmvbS)47ss<`xy$;7+5KdnF`QVm zbfdy1@V``EsGa(~>;UM$k(i#valb~*H`&1Xzc@M9+a_0Z{ut{oejH# zIAo^VU6fxzdTe#PFE4mA8Tf_uZNK&%Vm$XRe2?XJ>d`JS@%;Xxz|QvNji%QPz;E=& zg!%f_&f|CDA9KsjEFQKyEEVH3A_V?V2HUp_a=bF%zzF8ce=z7L;uYH8t4yU@0pt9( zLbuo3Lrr>E3NS5P3dkK&WA5MAJT^T6vt=( zdd(yo+3)b)H_~ta>G5clR8jsM`ROozZBg1qQ9c8|cQ`at4X^G&!hUW zW$L!?YI*$UMA(JsBiu=q)xV>?_{ztfV9&^ZC&Y3eSbrsR2dmlnLcD|fPfmzoeCR(2 zLw=X&du_kLMQNi{a8JzNI3bn{lhqL02VsbB^8bq={?Yv}27iL_0o8~3gZiWPSpJ*J z+4*__>o0)#&-!EW_nN*(9F3-Imo1_4HK9JWlh%2``4^;rP4breC-!B-dphVp*Xox4 zj#+Yx`@^*!%NM70{mT85vt+&5?FZ%HpOF8~69;DAGkn4QmGkWL>rYRNhxtr=|5890 z;!j*35C(sP{2~nfq5opv)BElGd$wMpa#&xZz7gi@0q6ZQlwztUfql#u^LL%{62Fl* zoxvZWzOGBTefzex4fIDi{ddT2)z2_K^yljkLp*}^Cm@tUs{7^@!zJzI=VExUmpm`Qie!5`8xruVUbNpcbLjG@P9&Yn6OO5CEH)^izqU>=B>^`z!xds`EQ3tOX-V0?jM zdI-aMf!f1zh))o2+w!AisN?}y58-&W9a-1AxJxP62jR~hmmBMK2K`3*x2LZD87!#` z`$On|8IC6VAk6b0+iUZt9z6X6^2PZ5j^WMr*&k)(d>9T|_B1mqg3q5j9^T&LdoCB` zjpNzzNqwZcs_4EE%74eN1Bb`OT!#1+?Qy4SR|!K^7bwT^?3@x(nIBpS@ha}e5Qh5$ zBgOn6%>CES z!JZVWE%H7c_=Mx9 zbq^Rn?nms~QFKw)uNCBp^zC~v_}M1=;jsR(6_1B7oEJoXG0fs|ccmZ2F8y3!e$Wxu zCk**xjL+PAs|_j*dIb4BY~OwVje_g%qUBDJez~9Szeac}h1;Kdq1U8KS6U#xLH%&A zX_VbE(;UiCz8)u?F0C;*3i%$iXTo5A*gj#1&rx0;Nlu$iwu{~y!})tWhD;Dnpc@j1X zu_*8{1$(3V`?@aaHbbB5r}wDy0fW{~0eRr~ypubIF7Pu@d`IK)PV1VveqS`iPbhEi ztg#cO*V^#?62j0P_UGLyII@4w8Sv-g`=kQGkpIMZgD`wAKL5+gAzs7zl6}weQG`KX z|7oAk$FP%ZpzuD7`$Hd zogw-T-msbB-69SC1jlpm&BQKwudnd^e&10BPeY|d=X)`~?>k51o}G} z`yR|(a^t5p=s)t?_l$o-vC=8NAK+(trK{tRMX>*j{PC;zs?YlF&+Zor4(XNn-Mec6 z^rJlx27AH!tUQ&*bI79B*thFUI8V7-+d@_id&vZAkSYOdZFd{>0K{q5B&#W zhz~GcW#zi0pRAni|FLprfBrci_SyHo0rNNd2f`4)BftF%)Ia@AwE_Qv@y_82kD8vk z&Y(a4VA#J!eg*vPHfqy>!C=qmKaR|tygSM(7W@O&Ck*A-A7RjU{Qjsz(1)Af2f+M} z_ItFTcI)Gn34A{)(4znKu3y7Jo@oDsxxNHeN%c`1*&WW$;P=PYPxbRO>H+$J@;~P3 zwerdVU5L*xo;wyDl{+fqx!eb8?^tce19={2K_5|GLHFx)T2*$z_%U7%db4@#h_7kf zeuF;iyIw5OyFvoP?MG(^Y z*`C)&WjfP+B0o zMfDK9e~$EqW*#5ase>Vm59tl9*?!!xFrTmQLz}MIhV^*~=ZUd?n5xFDUYk3>c^UKv zgn7If7VUM!%0=|P0Qv{QJf00p?$TTrqzLN+^q=9f@kic`PXl?QeuQ`G^J|ZK2>36I zPZ?(O8)5KwNN@O)mVOBn$3nb;@*)iSh4e;@o3lS%RrG!a`Uk@7{~81lt4@sUsnHAM zkL^V`AG$uP;Us{vk4GhW1O>4X~cT_9F{Mxpba82lOAmk9=|I7C$wkwJ>$nIhcma| zZ0HaCMSVEsmU&k0o43?chPQPXCf~mR;zOkG)Sm#MxzQIs-$jp3>9k^fBk&*fgD}iT z$j@k_-SgfqT@L-@dYLfLi}XZq9h5U|ULf4}*A)9#h9{G~M@L>cClxn~^CPD7v6bn% z7BGJyy$rMcJ;LCRklq-rPoJG%i~ipZ={c>pTh9AhF|;>M+#g|xw=n<4FguTX`eI$< z0!uZJAM%$ljF;NW{e5jlkeHbdHpD;gvN*LDr*j}88)AmDCo26L18LxQ# zho<#wn4hqJ!eIY6p7@>xPmdgZBq^l+<9itw$WFSdG?CReioKisZ4vk*^mp-yA$~-C zkDs@o;oCRSd%_rhGR*P=@q5w}mv5X5`wd86{K2GgLe&Zw5B1;X{d{Gk4vYuom(VkK zncIa}SU=F|V3^&9Aq@Tv zzb6dzAiYVuvhAe0I)Q!?zN35oNun{lKa1l{di_4g)AB8>->H4X5dTv756yFHIvR5M zo#|Az*YQRp_-AbI%-jL*ADj~M{N@?^$UVm6`||nY%%P*MyOtFIJ=osau9tTYRothr zkmO4k>=WrH4E~<#PaU;QE5#T5GwRP-r+V|`Wd;!MQ~i@=a)*s|p+EHJXR{5S-#BRi z?csb+82lHOpPOa#bp4gie7$q7v{s{Rqa9$J&l#rw#}g3d@!GjExpGs_Yy3RJxi?d1 zNfnCDdtv;M+wT10%5LL%vG%20A5)^%wLG|(2mS!Zn^NdFWZMzZ{WPjy z``%f)Ob_})oI346pv4t^ut#Z$2x=kfi3^!|@OKd@f}{sqTNnA*Z4c}K7}6$)Aud$9W;yrfWK59F^?ZEZi|R2w><;;h5n5&yDuxac(}U9PNf%8 zmc&nnPf&Xdv-9;APi%1x2($-(j`F>DedIL74zr+tr2o>4Ukdy0gu;A+^jHW+lS?-`jZNwM6V_W8Zx9ClBE77fp{i z%ojn0&1Nt8e3+GbuEAK+0rU&~aaMJ}gx9ejq1;YvKZGIQX#5X8f&bSeVC7X3L;oqa zBzvK9pclu-Fw<9tS^UcIYZ^aczJ6fk&;Jj-Y`>VwL0@pZSsykf`@P)7^((8{(Z7e; zW{7u*9>ie(h_e^Jlr6M(gY`JZSA==I!7z(=vlq7?m;5lC$Mf0yvL|0U#8=d+OBYX^PK&sZ}H&I6!4a;92W^t&_*_WMzugxPyT zf}AB?z1N>v!q@W*vwU?ecj>;X4GPNeekbxXcWqtI z363-2`$b}XVVK1qxsQLU-CX*N$HTW4Dp>q}QVa71wtvfQ(c7Yf*3drk=T=$xF|#I9 zIKLo%uS#&+E=DEhV-WaT9M7G%#cqRtu3`VjE66ho==EZa=>H~hz9!7|C2xhsswuj^ z`22HsRL{g-mCHIGBL3f+ zx07GEUKHhv(0&O+|5!i2v$tN`#>ueXfbnMjgiJT1d0C35sr~$HpP_@CK0tp|A2FYg zSovXA{{G^(Cx%ME51hXW`o<}IdAAzq!TV5z;e3^YSRSmL?MD=tezN>DS9HG{`zr{S z%l$401^MB6yWoZLM48>k`22it=v$*9FGTMhqP*?}c90M6uLbJ|{L8 zCHK=FMNHH!=jU??b9=g9QLW>-?Ih>NgE4Me^|#Ale!%t~yzHZyf3qWeZ!M;uFsyGz z{TG9MX#E$%`A*IMV$cWFPx>DCgYg()um>DJYrhMPuTaPG+JXX2Zoh?-1_s>G&*b?4 zhFSir&`NuW%ffBay{Wyz1J{k;H&=1{DSUGA%=zwFe1E5~=1+RoBSjc5^7EmLYs~OZ zqW>=>+^0Y$pkENk1L=GC?0(XOpd9IwQd7j^BMjr2_YbD`PagTxI+8 zBi#Qy)+`zH)_*p)*T<$)V)O#k%*QA% z!tDRo1+2acYY)HY{(zOU`&h;D17~*mV=T+;t9W455`}0{yo3Ixcy#!!s5LF%&yhdH z^P;7GwZ8#+&_5Ff|BT~h?Gfhd zO;%3t`wE`Ci5M+$X9<*}d`dK8blqa6LG*&kNBNY@S?jj;{YvnkRNrUO z`0pP@@1^1RN}|7QUf3racH61`v-5h3y*qy^{Mepyb ziuJpUFuPC7FpDo3j-&Xp%xcu=r@omm-=Myg?frW3tG^Q1AJRh@@`ReJDF3 zJ3&#m2>cU%|EzoXn7J3b0RK?_&w|c>+SBzOmtVQe#Te~MEm*&yyvj9&-M7s3?il<466`7%3nNPl&Loi?9p62UWPxDe`7d~tUpiFyF7PXgz0q)M6g!7s}&>iqd$^x8X29puG_0`bU_5&*}#g|6ZJT$aH!u z1pecAUtD}y6F1xu_J2@*472eOmLJN#FZDR`_^KcHE3}svKfaG21b1fQ>AV18kUx%x zFwl$rRZ916@(-5;`#}AvoNM$(f2-&{c`8pY*8R3g3+iKe)rw`VRi*wgf1*AS=IiS! z`{vMvW1M-s@^VJv-|Cq+;64@V7sCUo{g(?Rwpo1JD;>q~2OakSnRTE~7$3YO%<@C8 z3?6*13@(B9;*dXtxjny1s2Ehg>nf-J)zy;|+}AIW_96aMcY1rKN2KWg8quC#4_PuK zbz3TrS6|mC+g&~T1ndLbec zAg^iTi4^&y_X{d(3Oix+E}S4PW7Jmvel?|Wv;))Ywa{r30gdqw060=Yci zpYLauvLu-2gWq3r)W4}d2;__UU2CLvto!F4AWzIk5mxv{@~b^4H|9lc4~S>b-fRCx zTs*q+Ecd^4gCg`VUi`)P=j!S#1KVT2!F_aW|3k8E(9(0F`$@R}OBmLVm@oaPp1E$= zaew&UNj!eSFdpsyVmRN3_bXZbb#z{b;Y5lW0OLn{|8zY2;)|FXurDf43SDAi zCJXYx`1TWG$VVc*gh4)pFHhGU)Y+5!`%j2L-?6-YV0Ql29j8EE$nW~u0RuAbOM`wO z{R}Vrw;b|I|JHY6?X7a}ednq+$P4{l{r)3AI@cY8{$0iLAPoL`)_*b3gZC$>9Of5X zPcdvm@@9B0`D4Nm@1lMY=Jv-hdw+sqmOo?oI2$k03+KuIp&#NE;#Y90LC~uepl=xO z)Dvd+@d<-HQ2k3f{+*t-%M4)r`W;a8Zt^vGme2m2`E{YIw1MnX>hE)1)N%kU=} zKdaC7+rRo(uh1%e$?g5?W0M2H^Mkp6|91G`@6Q9Df`3MR`QF{`g@eRd&`&%s!>}{S zk1)(XC@)sd-h&~`<88u96NsPR(CWxphi3Z}l^1n9-}l2v`rCjl1GzmB{$Kt1+gFcI%IEX(55!O(<@+PO?nd#= zD^QO1$na9~|AgT_KiV&0nE!D;`|)&kvP$I`kQegr=Z2ofL%e#!e1P-M&wzKfCT%Lv zACBi|`bnq89lJr^gtHeKv?__tN8^0iFwjAFuk>)3KhfVc>~k_%v}8TZ2k0*weA*&) zUk^}NM*R^6e}m&`_%ly_<8?Wne{S4ZI&0Kk(R<3+ep7(){9)zG;Jhp0)1IZeky>!R z4e4(p9P)2D_zP^G%K7})bl$G%>}@%?UxoZ>x{}nc^>La!8*fwLnA>kA59j(u7~&fo z|1Xo32RbA>v;TJ%{Ia{0dm*{Mq678!tE!WwQOYBje{g;$%;m>0v+v*Cmqd5W_k?&2 z<3Yll-rvJ!yl(%Q&HMj7anbq@Q!Yp@CVghug8cXIJ&l)BB}%!z{(f-Wd(&nM;3w`E z5{7sl<6pwCK1F{0{+U%2YdrwwGYzr*5{C6N+BYj_=U@K}7O2;b{RQ9S{PCycLZWRi z(S8QQ^vGz+M>|bI$!SE-F_X&f4 z!FY$T?0jm!Wng9hBn30Y4AO@dH_48@O3bAzX?!hdnW9=XxH8FqM5W{?m`bik(Gi;Br^f$7xHQ)W`WM@$P)gC{y}Fky%*SH;W*ExF z@?;q9uZYjXaZK-HG7R=0<{!hL@8bE1VHl6tK7>-b_S!FXOu%`I`6HBCe%N-CRW8Ig zgl{-zhweGS&XWr}9H^L8ll~UsK`if(TcYZ#`3Lf|NWZlG)Z4K?MF00KmWNRKfJ)l9 z@8`f@rHS-WD1A2nNS)Im@DDhC8R>ibO_sftct-q_=_404xa26zK1iR8L+a#)g5RJo zI35{y`MJA&Mdx3zf0?W`t*#+)Z2l0+$wMvHuau?)W{kVTly@8>F8w=ohv}80IsiUp8T^&h%5F^DtCi zxO%`yLnC%SK`1Br<>8hu4eWe@P;Nw%i&9(($Pe2m4EBcOk(-v@&nBoE@@s_WRh;g( zWdy{7VtWzFAqM|J-{UJ-l-RBd^A!hfbg>u&?9Z|kf0Q?b%`OmP8g#Ujr$Q$*8 z$|0T=`%|G@+wv7s&8xtE5zA{8%DBlrf%l2U{#z*jCH&7dSl?Qbd>E#Df>1%pWKz6e zE~igHJKSrA&qA;Vq+j9iyvh|y3J^aa{}jTm^=^OaFH8AFp+eH|l+9gzfq&xtQlUc1 z)dr6jlm7SpJvsXxrt%PfQG2i5hg<7@gZKpbrzrVDa^|)W zsQ9O~qOgv?hb-(Uqi*84+yw3mqka$u`@{BGIh_X-c9at?XbPSR``uK&r>dLFI4y{; z(I0fI*e&@h%m(}k($m>!pSIJ1zOep5es}hWH%Xp6Px(CYxAU>t?Rh%?qlYl~1JpN$ zQ(1d?tM|?L8Vc(*YQKJN`BT565Dy|hmE`yJ?d~}h^qX*i{ip8Mogf}Uc`6}h@tRO6 zT-WW7>kp7W_NSCOx^#3^fE@FWN|_#um1Z9Y{)^*1q0+~jTjJ)n!29vop0d-Zz-E;? z*w06PC?_ZP+MHno^|3wW2Va(?-TMjaZ=^@LZuXj=?-y};2($YS!Y$rmgs{7GCkfM{FObg@um3rw_fmx2`v_)VxiA{+8~suDvFF_0mOq5||FOUB z)=Gbl9uxilj5z)kc3(c*{!w^p$JNw-_XF_XwiexGOK5&#xSoAq)wEMu?;*VRh4NAv zzjn>_;bzkQRIU=JxBpj2J@5zVS4mG7_73xg_p?!cJ$mgn*L?E`=6|%09?m}31SX+U zbe>Vz^QnzS{!&MXk7tVgORo+Gg3=C&_IHs#y_6(nTLMMzo8fqRjo$Qiz^rhHU&ZSK zA;Ywv%rV`^6ZV>++cAG$uZ~Xa`;-3p!!r2$(Zb$NbNl~P>kRgW^AW>zzJ-;8Jz@V; z4)%ij+{dZ;Sy6fyuy^DyVK`5Q{OYsMe6Q{&(fg#xpFXJ__vNI=!}=U?-*Y{@YBq`P z`yuY9o{{YEZ9dGG$S=ZRUsS%h?d}XM(f>hW`~48Z`UUA@xPkab81xn8(eJpWt$*=I zrLWXp|2YOqm-dM63uF5O4*uTdGWRsQza<=y^T+V8`Zut59N&OPJ;Rb*Me9B6Z(w7d zUHr`=S-P((9N1d8OE0Pp?8jUzPr^`tom}A zxS;`;kJ_$`j}{uLP%e&Vg=&69Bc89Sg8q@;YG)>o%A1?S;&Y)|!I_&nhPujWQmDU# zmDWkNi^oS8zBl~`4pj|@ zoi`T_w(~SRXi z4c}w=kUrz?kGbRk`h)EaG4|?a6xfIB=MXPR7xkg-P#@zvhUq-8kTATDgX7V#>Ej{n zT?+R{aQqsF5^u&{`V0O8=TnXRv8&ef5=pHa zmER$L5{C5_j)yRNe@UqEtfK5f`A*PJv?s!Re$!m{@Y1!M5#ayPzi4ir@}S{rM|NIB zsOe{0m?A!Jf&FU+t@0|7&1dhM2^psI>_W|_o4qSCEJ0o<@1gxKO?@CW1^fZ>XXv`p zho!$n`AXDx!r+gweZmm0A^)@_3|1{P2?PDa@o9C@ZySH>4)Bl45%c(z%K3b%b!=~| zZE^|l1J^f%A>KrO5Qg|2vrAe`%JDM!_*be^-XVO@3RPp6{ox(JL{7CC){sf81xzE zU!CnYXUK#`!g(j;kM7!QS5t%%;GfW5hVOl_E5H6S$P4=)q2kmId)A#&XuKo(##BF$ z9t{2*`9EUvFa5m2%g{cyH^MwYx2821_#s|@3mK;TBg0%?R1W|DK>ZbZH5*3Hh40^p z^?3wh;D7#qF~p6MMfKVF79nBSe@A;A@#BVHX0I&JZ?sQ_>HN8nFrPn0&aT!Q zn4AUrEAl5T2*;;FNCz$QSixWR8sWv@|97w{{%g$nuLB+FPr+yhc55 ztICm^2KtTs8}P@s780MDC{hyxS(z^bGMDM5LdYLfHSJ*$pY(8T3 z>Ho@vqaT`{otLTz`4Z&E7=uwE8C&nb`6h9`T*z=C`M)u%Bi#&6waVrZ{o}fxpLTKR zZ}4v@U&25?#)E{x|DZmPTXgcy+;NX#y@dKTE`0T_x(7;p{Y{wr-|?~?JH7G~&*DA(<=M5r-)g}4v3VMmy<{*uEZlaL6YRgDzcQGU z(LDs-7oq&B(7;}1baupbcuxb{o6tw)U`*H~$Zweui+u z=vC_9sxL!+1^GQ;;`mCvPx5g7L!AE=PKaK!cA&2%=ns}pT$ohW_)A$Tg!-Gf?MLF4 zqm6KW1=}awN%ddM-v1L$+;yqz%AxDP-%)!xT@!0>iZIeYNw!0AbgbzAc2WNc!}mmn3sFR0Q3RzRvwIUB-#wjejmZQuPFR;ru%-EYs%I=B+S(UaF5B4`xa<;K)oEx7XX1Zy|*4!4&4^;kPy7%B& z+VXG6f6OG@M*Yof+P(PP)Ew|{IR2S!d0keoiG%lFQ2vDF>HSaP%=Yz-Dq}uFJSoo4 zG7S8{e3Q{5^Ama}Vqw0=@fsETjkTJ*0py9}nf36`JqI^`kO$(~{x3cr4Df~dhH&id zo;rD7ARmL{oqc!pJ6kPP7!S5Lr*C6Mll&fN5B(`&$amrQgu#FQgJJ!I{Gf8qpE+^E z`h}T&;r^8{#1r_vamk>V%)Q0nUy&Z;-@0DIHyA;F8SQ~E@So}n$E|U?oSC#8XjI47gZsDf&7E1 zyUsQJ(KfKYMt@UvGW|;<{sdE9DP6EP!dW^lk4n$-`WC&u z3?1Ss`oCPH$3k`Q*$JalxIZKe{J{B*VYYs-SRcOaPgpSA_r>^%Fpobio=DhV4cMo! zf%+#5{6l{*uR194r>^MzF&zK=?LQMMGumZdkvuKC+Fi&Da)bB<d&|zJ3N3>MHWt~L^6^_{*5*99CAzIM7$BzsKCxYl9xwCo9AXJ6Qc21CCmbPX+y=`j2fhA4M*Q_zd~G zK)K4iF!Vd*H*r2*pl-Y%KS&wkRjj{Y!rJn_t>&Em1*a=^I(|)o`4{z#Ft^WzU3wHDtYp2Yf#`&eI2f4Q6e zKZTI6QagRWcxslel+$~K90_%?elr|H?Jco1SDU@-0{5Rwl7bf8ziiCqwd8(z=d_&x zkPpQ8k}&K)VE=?+JcJviR!-^K4fuiemyWiS^sa9JeZ=uDov}MEz4ao*52)XS!Cujy zFwFFeFxT&;7md{SwY-s~_fmvQZ<_AeK3WUTXQ2KN2KgYiQ3|*2Wx1H^qm7303D?>r zkT3GnX5A2jpd*4FH%GGGRguy?eez@^ z2q3=3@@4N!56nDV3-{+xKbO@_9a%l=2gG+6Z!cG#rt?tOUa67VU#?X)qVVK=;4gl^ zeAxVh4RI^*LdnU%bC8Bn;~z+z%iOZ3l{ZSdBXi|PjQNBy*`_o{-wY#O7+XrD759*skf=TlLy;P7t)kh5UAzoE+ z{nyI(1HnJy`in5=E7I$DZ<~kph;{NMq#q2^e!g(^!f#jO=J{}buf8O7y)b&EWC8gn zCq3(FYla+zcn;}tN|VzWre6>K5c?+#@#B2Edn!Kcy6JRp25{C6Z#^bD<`6E`&;swI& zeK6q$`N_*n^iP8RqrGl0y>5H#)})SfzE8MOLcd~~?;wyD%75do4+hij&gAj*#;c`D z9ec;Y`V#rUFk7E*y#Hv>Tdfc|P13)O&lOKiU**@qm&U)b>RrO7(mEbrZ2U0rWO>J> zyuVHArTIr6Pk{cAUz_H3yy`wF1TfOGX<1R**$#d9dTjHQ9VL<%esld|nC<6nwocyk zGsPC-yHR3!5(fPn@?Q+{$N7oXXYm1H#na>;2y^|}d_O16F@7KTAB?Xy7nx#!u7|v_p_k>}*sLzDqemC~V%2|GCn^8jY_}Nooe8?Zd($1{@{Jhrf zn*6@2a2sNtpV+qbwAHh@4ltkK{LQc>o*xquhWaQE!tDPlSvmM?)Q9cfDKl@tPAKo)U``u~vr`*u-Ih?nla_g0TP1lpb|06v+vn>rg z4}`;d5amG_@>&029-mP8|Mxx1hwXehsa@{gB+w6(7hz~0``gvucJ3@|J(!PhJ|@iD zBh2oT3JJ@yeBQ22AA;rcG~jz2&#sfpjb|)d4El-j)$R$mcE-1QfqzB)*nKp#lcioD zkM{|KJt2Q~pNsnOCsiN*zYz6};WyO&?#j1$eLjo+9}wv$4EzX^zRSolV2{Wj_imjc%#t$Tz5x11hFLz>eRuS_J4<`R z`VRdc;Z9#jeja0jmXzyA!FW-gg!%f9Fz65V?{Q|p;gOA@;2$u4Ck*t__gD_=MdU9l zXZr0?etu=QNd*u;Vtbyem9=kukAr+5;h1la-}z^QJ)!=3B8K+Fxf4_tAqr4fuO#0$8aKxmXjeB9ej`Hz2ytpDD zQ$wmN(dUz9fAy4L6^~a5b9?o<79jbwHA{-+H+`yX@5IHQ0eiyn>^ID~vv7qp&)4jq z?s={z=QykR8Sp8f( zkE~y!|KmYNeDc;6ZMci7f_m;S09a2}eRGG7%%cGK(k<4>ZL1? zuSNO;Or^hUYU&95!|??qzUi)$QOEb2k609YZqgOyt8jiG4Dk@sdnC1IZS(FH=nwP% zgh3y0J;CsCieCszv;8erPVavU3G@A}BZV?&;%6-Ze}eovI#e-YhxI7%-zZ;(>Hfa( zsF(T1Q|n*D|1BXuj=nf)c&_d>KOcIuYGk(8Gtv1mjHd|0{D}5R82raS803liOXYAL z0mmP>WJT@v@oS(zlm}tZ52QD6-QBzM3c5i5NKc?^Kh+6$?s0z^DBQBYs;8UsB+~C= zhvOwj{@4Qi)DX*`VP=2Fp7(#=Gwd^aA5nO$d944UT6?(9gZ39Rc8J#9fd}9{IHWJg zvfAl{^+z~ghxQY6S?S|o6AiFuEDx3n+p}d{1K0=7$Ao!4mtnTwLYU{vgZnNr`>Qw+ z>>K+Je&u4e%w-Gk5Bm$QUeNx1Z6TkJL-yIMZR}sr`6k7;472lLA&0l$GX1?A=1*Kd z6NdQ}^@}k0SL8RVuS?@04C{NeXZAg_w@`EWG0S{?;JgyblQ8J_KbYqSLN~wj?;A3S zy&ozJ4Q^WcHaiFE<9I`_G~AZBxrpa`Ltmd?f936TkT;fxDakLG@UsKdM}CB<4SPK) zcL3-U#?xVznqCgBhj=_1W~==DYxgGbM`({>-kXPwR^7nkld#~FQM+n4^LQsL-sfqz zzx(077tY7W`{^!FXvtK}CVm{Zm}u75Y98zdp}ZNU_fdt%9c1+Py2bN&o-kiO9~V5( zcA9?*><_;W@6uzu!npvYwWQzS<_T)Oa$muGGF+^$41dP^?n1)QKI$_or}xNMc_&rk z50yiI$gha$Da})7RLE)ki($S;dZ--i1##rCdtS@k`+`42{U8kf2JX3*%8y~Xk1jmfeN>=o$TT?Liu9edRx8e3?at%hlgs#rjQD0eomS1M|-_!gP{UX5P#@X%sd};L8nay*p z&U61BQ~cRMVf;wgPeyw@t*v(B)p^l-1E}ApmoHK*+UcaQfb5$v*Wc5*rR`f?j>G(f zg%~J8KF-H?&a}r zaz8=9vwdwq587Aqk!Sa#10TS85ywv$<_{ci@`W0?qcI*JFXU%(<-BT@>7g)Rp?@X} z?IFD>-G^Choh>>~G)ycH!f@UM<6XiKPvd%yF!&#&mzA$3{->G6-|fIZ;&&nxGL#RmU{{ZO<|!mvMq{3i_W&tm(8`F*DI zX;!7OkH+wL{rr{1l`bhc@PFfj#qvI%`F+Hc{94dgoc{@ff5dp~eAe+^SQ~QXy zexCmm`Y}y9g4^eXkL7Q4)i*=@f%FoF(ILMG^ZA$6mmq!+hW$B|*Tt?+ltUi%g!~)w z>*7egm)l}Q_ob1Zi{r;E-&p(_{(k`1e}v_GQ-6ecyudKamk3{ss!b$n3?V+H z{t)x^!=-dt!HSie0V92cA%4K`FDG2SpHX;4Z)Jx=>l*m^jVq3}T?W0I z2=roqS2mA}zVCDg>>K%UB{D_ffTSm^$B|!GPHvYray$z9N%&^sjvcYXVE+~M@5;TK z1A4!ygm@S2kudmc)CY!Hd`y_I%4jy;|_Q?X$i=h~4of%7$Cuz&Q2*~{u%7U$#ueN_K||v-lP``3JwZ2k|xe5Lp<6FYezK+;mv2qtWKR_7TNBI!u`Hmvk^UCP&cx4zw+(An?>+#k>qkB{NgRR6Zs@7p8v z)`5RUdTv*K$o|~;zx-HU*A+(&_f`P?!|~^R)-WD?^90u)!jP}T_#m%&#Hy8HeL(*a z-`#Fwbis29*e`y6_rB8F067QV-`zU1_7GWh_&*6%F@5=6Joox3iS8F6J%nL?!tv#6 z%{(^2HALbr$)90%zAt~1(VoV4wo;YUUx7xRR==wwxW6s9+fO4e*P6#q_XeNt?HjoP z;sK;AJNNyR7T^8Jq5d;7~@8wYWHdN`@wZ(NQQA3tGE??dZ>lZAPE zIX@rT#y8uq*Z}bqw)gPW&$bqe0Ej=4{-T~)lE1%;{x1~$HDOq9qdgM_{YLvBEPsyZ zXXW%hpOAe|?*$2qhRlC4x9AYGPu~|kJ>4LY%=3|tCf7B*mN)|Ccz)oK=KA*Z=Qg)Di49y|O65G_1iharjG_6Vv{U`+)Av$f{f_jMj+#hUxLVlLba&@7{3_(Oc$FxS~x`3;d0%*nbd)`l#P!hf}Jg zS9Sn?(f84Tx8F~);qy(|*|E`3syspAFQw>)MUKH!LI! z{bT#jMh}yl66y>3gZ5XhFv_IF`WK8B$440AarE!yU4lLgbDIa{oyGJs>_Ylmu0GK0 zcA}-k2a+dY@JH0X{f)*-rwyR*D6jI}y>I!RnFHr5sQmom-_Ba1`_@?gTt3n3b>tC{ z7h&ZG>cN*q|1XC0Kkv7(ccRr@?th*y*(^I_pbFRz(odMrhlD}jsJ*()3rg$1LB1L5 zSL6@;`Ff%!^oQenp|mA_#TPH0KO_wP8TtES(1tw^mcHZm^kUk+4n@twU_BZt<_}@e z_f`MJK=0uHV(_P!-=O-izkv3@zGv%0hS~i0!m-vP&Z>sb&y^NaPj?Cu{oft>lgfge z#CnhCfN^|;`S}^bu%CkCArpqRdp5V7y5^)QCIY?J{7&MgY*#wd7%6mena$Bopfq&YWCprAS@lv+Q)K; zFX?;45YOXys$vI?6h3!?{H?B---Ll4oZnbEd+*}qz}B#)5*;W<`d;csShP#Tvj0aE z5{CN&*x$>*&xa;nxW>;9zS8s8Q@5H9{bT#DJf5Fz^B5&V|1TtbmA)<3XT}rwzcti9 z!jS(%T)q0{j(tZxc>U@vd!5q4tNHnW>Zd!)Yu}Fneqek_nDCjDZjS;fcXvkeyg>Ux47S zA7R*!METa$D^zMX^@sgLEdO97`{!<$=zaoz|8djdXsxC!m=Cc2$Lm`Sd?RxdJF)VQ za=L~W_A0HVc=jV=h!?Q_r*5kPs)tv~b))*9^3~cU;;wP|eyX)vG1gS{J`0Yoz9O|Y zd^WhtM9%>+8gW8E*Zia(;d_JmnkLj@#xot@?N{O+Myiz z^|f^7tZ!HBAwEzQ>(AFV!4fB_X;6;(_pMj0hy3Yc&HhAAa(1aezF;+i1@}H8Nd2eHK7|6y@{NCVS(~ z9Twc42*dec?Ehy&^EPptd|>0{%?bzh^p z?}B_jj;Ha%@h`F3Z=rwWXJezd;WdqMcvbF zy}*B={rqmWf4F|qXV7QV*FW-kUv4hefOrG_En%J?BMklx$Nwj)xJ>XMT>35HW~a%i z1%l~(JwzDv3+ZpJs=kstYdXYtXkQE`Q-6fPU!#9#<<9>HvwTmBgyK7MgNv}fE)(ku zVaOLCeJy+J%64t~3-PxVmLrDu_%T08<#7H41(wNG^3n#!9GJsH&X3&;cI*Sf^DTiO@_w@<%A3L7 zP@b*Nrq>NmJ_hM4M+ulfbwW7 zQ?HDEavS)G{A#PJ{AuA74EtqBPy75S*ZgPS=JwXUY<$0s#fqR0DF62LcTUWFa+UkT z_CVK_9@Bn;|Ht+i-b(Z_%>2t==VfvS%^&df?B8SkBUQWghx`+^|F>n$sWZK&K)wg* j5y%*xikGyMq5snnGVDnF6096y_&PC*=Q{|q^~3)IJ7ib| literal 0 HcmV?d00001 From cb45048d504454084bc83dfc107fbcf6aa62e2fd Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 10 Oct 2020 20:21:09 +0200 Subject: [PATCH 121/160] Optimize history moves clearing --- Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs | 8 +++----- 1 file changed, 3 insertions(+), 5 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index ae04321..0dd72c3 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -1,4 +1,5 @@ -using Cosette.Engine.Common; +using System; +using Cosette.Engine.Common; namespace Cosette.Engine.Ai.Ordering { @@ -35,10 +36,7 @@ public static void Clear() { for (var from = 0; from < 64; from++) { - for (var to = 0; to < 64; to++) - { - _historyMoves[color][from][to] = 0; - } + Array.Clear(_historyMoves[color][from], 0, 64); } } } From d203c1dd5cbe7addae5dda03162806060a4bcebe Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 11 Oct 2020 13:03:37 +0200 Subject: [PATCH 122/160] Improve time management --- CHANGELOG.md | 1 + Cosette/Engine/Ai/Time/TimeScheduler.cs | 7 ++++--- 2 files changed, 5 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 704a38b..724cc1d 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -14,6 +14,7 @@ - Added extended futility pruning - Added Arbiter app to speed up the process of testing engine - Fixed invalid best move when search has been aborted + - Improved time management - now allocated time depends from the moves count Estimated strength: ???? ELO diff --git a/Cosette/Engine/Ai/Time/TimeScheduler.cs b/Cosette/Engine/Ai/Time/TimeScheduler.cs index fd6cf8e..f3cc1c1 100644 --- a/Cosette/Engine/Ai/Time/TimeScheduler.cs +++ b/Cosette/Engine/Ai/Time/TimeScheduler.cs @@ -1,11 +1,12 @@ -namespace Cosette.Engine.Ai.Time +using System; + +namespace Cosette.Engine.Ai.Time { public static class TimeScheduler { public static int CalculateTimeForMove(int remainingTime, int moveNumber) { - // Improve this in the future - return remainingTime / 35; + return remainingTime / Math.Max(25, 60 - moveNumber); } } } From 2ba3bc7a38e71df4907c9912b4cc464cdb6525fd Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 11 Oct 2020 13:09:01 +0200 Subject: [PATCH 123/160] Prevent search from saving transposition table entries after abort --- Cosette/Engine/Ai/Search/NegaMax.cs | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 474ba42..f18816f 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -311,6 +311,12 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } + // Don't save invalid scores to the transposition table + if (context.AbortSearch) + { + return 0; + } + // Don't add invalid move (done after checkmate) to prevent strange behaviors if (alpha == -(-EvaluationConstants.Checkmate + ply + 1)) { From a4ddb74c39360102a3ea009923c239d4f00b9697 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 11 Oct 2020 14:52:52 +0200 Subject: [PATCH 124/160] Fix promotion flag --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 2 +- Cosette/Engine/Moves/Move.cs | 2 +- Cosette/Engine/Moves/MoveFlags.cs | 8 ++++---- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 001df2b..790f858 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -49,7 +49,7 @@ public static void AssignValues(BoardState board, Span moves, Span moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } - else if ((int)moves[moveIndex].Flags >= 16) + else if (((byte)moves[moveIndex].Flags & MoveFlagFields.Promotion) != 0) { moveValues[moveIndex] = (short)(MoveOrderingConstants.Promotion + (int)moves[moveIndex].Flags); } diff --git a/Cosette/Engine/Moves/Move.cs b/Cosette/Engine/Moves/Move.cs index 72da4c2..387a99d 100644 --- a/Cosette/Engine/Moves/Move.cs +++ b/Cosette/Engine/Moves/Move.cs @@ -82,7 +82,7 @@ public bool IsQuiet() public override string ToString() { var baseMove = $"{Position.FromFieldIndex(From)}{Position.FromFieldIndex(To)}"; - if ((int)Flags >= 16) + if (((byte)Flags & MoveFlagFields.Promotion) != 0) { return baseMove + GetPromotionSymbol(Flags); } diff --git a/Cosette/Engine/Moves/MoveFlags.cs b/Cosette/Engine/Moves/MoveFlags.cs index ba405b9..7fcf436 100644 --- a/Cosette/Engine/Moves/MoveFlags.cs +++ b/Cosette/Engine/Moves/MoveFlags.cs @@ -20,9 +20,9 @@ public enum MoveFlags : byte public static class MoveFlagFields { - public static int Special0 = 1; - public static int Special1 = 2; - public static int Capture = 4; - public static int Promotion = 8; + public const int Special0 = 1; + public const int Special1 = 2; + public const int Capture = 4; + public const int Promotion = 8; } } From 9cc927c0babb4bd6ca0601d2c4e732735ec83188 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 11 Oct 2020 15:15:26 +0200 Subject: [PATCH 125/160] Abort search when allocated time has ended --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 14 +------------- Cosette/Uci/Commands/GoCommand.cs | 15 +++++++++++---- 2 files changed, 12 insertions(+), 17 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index ce2474e..e7b8e43 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -18,14 +18,12 @@ public static Move FindBestMove(SearchContext context) { HistoryHeuristic.Clear(); - var expectedExecutionTime = 0; var alpha = SearchConstants.MinValue; var beta = SearchConstants.MaxValue; - var lastSearchTime = 10ul; var bestMove = Move.Empty; var stopwatch = Stopwatch.StartNew(); - for (var depth = 1; ShouldContinueDeepening(context, depth, expectedExecutionTime); depth++) + for (var depth = 1; depth < context.MaxDepth; depth++) { context.Statistics = new SearchStatistics(); @@ -43,10 +41,6 @@ public static Move FindBestMove(SearchContext context) bestMove = context.Statistics.PrincipalVariation[0]; OnSearchUpdate?.Invoke(null, context.Statistics); - - var ratio = (float)context.Statistics.SearchTime / lastSearchTime; - expectedExecutionTime = (int)(context.Statistics.SearchTime * ratio); - lastSearchTime = context.Statistics.SearchTime; } while (context.WaitForStopCommand) @@ -58,12 +52,6 @@ public static Move FindBestMove(SearchContext context) return bestMove; } - public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) - { - return depth < context.MaxDepth && - expectedExecutionTime <= context.MaxTime; - } - public static bool IsScoreNearCheckmate(int score) { var scoreAbs = Math.Abs(score); diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index bf21c4d..92321d2 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -28,7 +28,7 @@ public void Run(params string[] parameters) var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciClient.BoardState.MovesCount); var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); - var moveTime = GetParameter(parameters, "movetime", 0); + var moveTime = GetParameter(parameters, "movetime", int.MaxValue); var nodesCount = GetParameter(parameters, "nodes", ulong.MaxValue); var searchMoves = GetParameterWithMoves(parameters, "searchmoves"); var infiniteFlag = GetFlag(parameters, "infinite"); @@ -40,10 +40,17 @@ public void Run(params string[] parameters) MoveRestrictions = searchMoves }; - if (moveTime != 0) + if (colorTime != int.MaxValue) { - maxColorTime = int.MaxValue; - _uciClient.SearchContext.WaitForStopCommand = true; + moveTime = maxColorTime; + } + + if (moveTime != int.MaxValue) + { + if (GetFlag(parameters, "movetime")) + { + _uciClient.SearchContext.WaitForStopCommand = true; + } Task.Run(() => { From 84f911a3187c8dc6aa5d87749d0c66aa0580d75c Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 12 Oct 2020 00:10:45 +0200 Subject: [PATCH 126/160] Revert "Abort search when allocated time has ended" This reverts commit 9cc927c0babb4bd6ca0601d2c4e732735ec83188. --- Cosette/Engine/Ai/Search/IterativeDeepening.cs | 14 +++++++++++++- Cosette/Uci/Commands/GoCommand.cs | 15 ++++----------- 2 files changed, 17 insertions(+), 12 deletions(-) diff --git a/Cosette/Engine/Ai/Search/IterativeDeepening.cs b/Cosette/Engine/Ai/Search/IterativeDeepening.cs index e7b8e43..ce2474e 100644 --- a/Cosette/Engine/Ai/Search/IterativeDeepening.cs +++ b/Cosette/Engine/Ai/Search/IterativeDeepening.cs @@ -18,12 +18,14 @@ public static Move FindBestMove(SearchContext context) { HistoryHeuristic.Clear(); + var expectedExecutionTime = 0; var alpha = SearchConstants.MinValue; var beta = SearchConstants.MaxValue; + var lastSearchTime = 10ul; var bestMove = Move.Empty; var stopwatch = Stopwatch.StartNew(); - for (var depth = 1; depth < context.MaxDepth; depth++) + for (var depth = 1; ShouldContinueDeepening(context, depth, expectedExecutionTime); depth++) { context.Statistics = new SearchStatistics(); @@ -41,6 +43,10 @@ public static Move FindBestMove(SearchContext context) bestMove = context.Statistics.PrincipalVariation[0]; OnSearchUpdate?.Invoke(null, context.Statistics); + + var ratio = (float)context.Statistics.SearchTime / lastSearchTime; + expectedExecutionTime = (int)(context.Statistics.SearchTime * ratio); + lastSearchTime = context.Statistics.SearchTime; } while (context.WaitForStopCommand) @@ -52,6 +58,12 @@ public static Move FindBestMove(SearchContext context) return bestMove; } + public static bool ShouldContinueDeepening(SearchContext context, int depth, int expectedExecutionTime) + { + return depth < context.MaxDepth && + expectedExecutionTime <= context.MaxTime; + } + public static bool IsScoreNearCheckmate(int score) { var scoreAbs = Math.Abs(score); diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index 92321d2..bf21c4d 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -28,7 +28,7 @@ public void Run(params string[] parameters) var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciClient.BoardState.MovesCount); var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); - var moveTime = GetParameter(parameters, "movetime", int.MaxValue); + var moveTime = GetParameter(parameters, "movetime", 0); var nodesCount = GetParameter(parameters, "nodes", ulong.MaxValue); var searchMoves = GetParameterWithMoves(parameters, "searchmoves"); var infiniteFlag = GetFlag(parameters, "infinite"); @@ -40,17 +40,10 @@ public void Run(params string[] parameters) MoveRestrictions = searchMoves }; - if (colorTime != int.MaxValue) + if (moveTime != 0) { - moveTime = maxColorTime; - } - - if (moveTime != int.MaxValue) - { - if (GetFlag(parameters, "movetime")) - { - _uciClient.SearchContext.WaitForStopCommand = true; - } + maxColorTime = int.MaxValue; + _uciClient.SearchContext.WaitForStopCommand = true; Task.Run(() => { From 93213472a84eec159b2ea24534cacd702a4280f5 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 12 Oct 2020 17:59:57 +0200 Subject: [PATCH 127/160] Refactoring of logging --- Cosette/Cosette.csproj | 6 +++--- Cosette/Logs/LogManager.cs | 6 +----- Cosette/Program.cs | 12 +++++++++--- Cosette/Uci/Commands/GoCommand.cs | 12 ++---------- 4 files changed, 15 insertions(+), 21 deletions(-) diff --git a/Cosette/Cosette.csproj b/Cosette/Cosette.csproj index 63e0d16..4f7a85e 100644 --- a/Cosette/Cosette.csproj +++ b/Cosette/Cosette.csproj @@ -18,7 +18,7 @@ true x64 - TRACE;DEBUG;UCI_DEBUG_OUTPUT;LOGGER + TRACE;DEBUG;UCI_DEBUG_OUTPUT @@ -30,7 +30,7 @@ true x64 - TRACE;UCI_DEBUG_OUTPUT;LOGGER + TRACE;UCI_DEBUG_OUTPUT @@ -43,7 +43,7 @@ true x64 - TRACE;BMI;UCI_DEBUG_OUTPUT;LOGGER + TRACE;BMI;UCI_DEBUG_OUTPUT true diff --git a/Cosette/Logs/LogManager.cs b/Cosette/Logs/LogManager.cs index 5af584e..72e2dfe 100644 --- a/Cosette/Logs/LogManager.cs +++ b/Cosette/Logs/LogManager.cs @@ -12,7 +12,6 @@ public static class LogManager static LogManager() { -#if LOGGER _basePath = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "Logs"); _logFile = Path.Combine(_basePath, $"info-{DateTime.Now.Ticks}.log"); @@ -22,24 +21,21 @@ static LogManager() { Directory.CreateDirectory(_basePath); } -#endif } public static void LogInfo(string message) { -#if LOGGER +#if UCI_DEBUG_OUTPUT _infoLogStreamWriter.WriteLine(message); #endif } public static void LogError(string message) { -#if LOGGER using (var streamWriter = new StreamWriter(Path.Combine(_basePath, $"error-{DateTime.Now.Ticks}.log"), true)) { streamWriter.WriteLine(message); } -#endif } } } diff --git a/Cosette/Program.cs b/Cosette/Program.cs index 5d1e06a..b58f2d6 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -1,9 +1,8 @@ -using Cosette.Engine.Ai.Search; +using System; using Cosette.Engine.Ai.Transposition; -using Cosette.Engine.Board; -using Cosette.Engine.Fen; using Cosette.Engine.Moves.Magic; using Cosette.Interactive; +using Cosette.Logs; namespace Cosette { @@ -11,10 +10,17 @@ public class Program { private static void Main() { + AppDomain.CurrentDomain.UnhandledException += OnUnhandledException; + HashTableAllocator.Allocate(); MagicBitboards.InitWithInternalKeys(); new InteractiveConsole().Run(); } + + private static void OnUnhandledException(object sender, UnhandledExceptionEventArgs e) + { + LogManager.LogError(e.ExceptionObject.ToString()); + } } } diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index bf21c4d..f69960c 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -70,16 +70,8 @@ public void Run(params string[] parameters) private void SearchEntryPoint() { - try - { - var bestMove = IterativeDeepening.FindBestMove(_uciClient.SearchContext); - _uciClient.Send($"bestmove {bestMove}"); - } - catch (Exception ex) - { - LogManager.LogError(ex.ToString()); - throw; - } + var bestMove = IterativeDeepening.FindBestMove(_uciClient.SearchContext); + _uciClient.Send($"bestmove {bestMove}"); } private T GetParameter(string[] parameters, string name, T defaultValue) From befe7f821e2910caa8d3d57841b125743f98f0be Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 12 Oct 2020 20:55:18 +0200 Subject: [PATCH 128/160] Add more statistics to the Arbiter --- Cosette.Arbiter/Tournament/TournamentArbiter.cs | 5 ++++- Cosette.Arbiter/Tournament/TournamentParticipant.cs | 5 +++++ 2 files changed, 9 insertions(+), 1 deletion(-) diff --git a/Cosette.Arbiter/Tournament/TournamentArbiter.cs b/Cosette.Arbiter/Tournament/TournamentArbiter.cs index 34ab59c..fbed0b2 100644 --- a/Cosette.Arbiter/Tournament/TournamentArbiter.cs +++ b/Cosette.Arbiter/Tournament/TournamentArbiter.cs @@ -53,7 +53,6 @@ public void Run() Console.Clear(); WriteResults(); - Console.WriteLine(); Console.WriteLine($"Game {gameIndex} ({whitePlayer.EngineData.Name} vs. {blackPlayer.EngineData.Name})"); Console.Write("Moves: "); Console.Write(string.Join(' ', gameData.HalfMovesDone)); @@ -72,6 +71,7 @@ public void Run() break; } + playerToMove.Logs.Add(bestMoveData.LastInfoData); gameData.MakeMove(bestMoveData); Console.Write(bestMoveData.BestMove); @@ -109,6 +109,9 @@ private void WriteResults() Console.WriteLine($"{participant.EngineData.Name} {originalRating} ELO ({performance:+0;-#}, {wonGamesPercent}%): " + $"{participant.Wins} wins, {participant.Losses} losses, " + $"{participant.Draws} draws, {_errors} errors"); + Console.WriteLine($" === {participant.AverageDepth:F1} average depth, {participant.AverageNodesCount} average nodes, " + + $"{participant.AverageNps} average nodes per second"); + Console.WriteLine(); } } } diff --git a/Cosette.Arbiter/Tournament/TournamentParticipant.cs b/Cosette.Arbiter/Tournament/TournamentParticipant.cs index adcd621..89a8caa 100644 --- a/Cosette.Arbiter/Tournament/TournamentParticipant.cs +++ b/Cosette.Arbiter/Tournament/TournamentParticipant.cs @@ -10,16 +10,21 @@ public class TournamentParticipant public EngineData EngineData { get; } public EngineOperator EngineOperator { get; } public List History { get; } + public List Logs { get; } public int Wins => History.Count(p => p.Result == GameResult.Win); public int Losses => History.Count(p => p.Result == GameResult.Loss); public int Draws => History.Count(p => p.Result == GameResult.Draw); + public double AverageDepth => Logs.Count == 0 ? 0 : Logs.Average(p => p.Depth); + public int AverageNodesCount => Logs.Count == 0 ? 0 : (int)Logs.Average(p => (int)p.Nodes); + public int AverageNps => Logs.Count == 0 ? 0 : (int)Logs.Average(p => (int)p.Nps); public TournamentParticipant(EngineData engineData, EngineOperator engineOperator) { EngineData = engineData; EngineOperator = engineOperator; History = new List(); + Logs = new List(); } public int CalculatePerformanceRating() From 0fb613c892ecee285cb7437dd17cadaf273d4b91 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 12 Oct 2020 21:36:32 +0200 Subject: [PATCH 129/160] Fix exception handling --- Cosette/Program.cs | 2 +- Cosette/Uci/Commands/GoCommand.cs | 12 ++++++++++-- Cosette/Uci/UciClient.cs | 20 ++++++++++++++------ 3 files changed, 25 insertions(+), 9 deletions(-) diff --git a/Cosette/Program.cs b/Cosette/Program.cs index b58f2d6..ee526cd 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -18,7 +18,7 @@ private static void Main() new InteractiveConsole().Run(); } - private static void OnUnhandledException(object sender, UnhandledExceptionEventArgs e) + public static void OnUnhandledException(object sender, UnhandledExceptionEventArgs e) { LogManager.LogError(e.ExceptionObject.ToString()); } diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index f69960c..3064823 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -70,8 +70,16 @@ public void Run(params string[] parameters) private void SearchEntryPoint() { - var bestMove = IterativeDeepening.FindBestMove(_uciClient.SearchContext); - _uciClient.Send($"bestmove {bestMove}"); + try + { + var bestMove = IterativeDeepening.FindBestMove(_uciClient.SearchContext); + _uciClient.Send($"bestmove {bestMove}"); + } + catch (Exception e) + { + Program.OnUnhandledException(this, new UnhandledExceptionEventArgs(e, true)); + Environment.Exit(-1); + } } private T GetParameter(string[] parameters, string name, T defaultValue) diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index 4bef086..aa0b09a 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -65,13 +65,21 @@ public void Send(string command) public (string Command, string[] parameters) Receive() { - var input = Console.ReadLine(); - var splitInput = input.Split(' '); - var command = splitInput[0].ToLower(); - var parameters = splitInput.Skip(1).ToArray(); + while (true) + { + var input = Console.ReadLine(); + if (input == null) + { + continue; + } + + var splitInput = input.Split(' '); + var command = splitInput[0].ToLower(); + var parameters = splitInput.Skip(1).ToArray(); - LogManager.LogInfo("[RECV] " + input); - return (command, parameters); + LogManager.LogInfo("[RECV] " + input); + return (command, parameters); + } } public void SetDebugMode(bool state) From a0a4789aec9c3cc76d044d29314acbcd91032151 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 12 Oct 2020 22:03:06 +0200 Subject: [PATCH 130/160] Refactoring of logger --- Cosette/Cosette.csproj | 2 +- Cosette/Logs/LogManager.cs | 8 +++++--- Cosette/Uci/UciClient.cs | 2 +- 3 files changed, 7 insertions(+), 5 deletions(-) diff --git a/Cosette/Cosette.csproj b/Cosette/Cosette.csproj index 4f7a85e..5f6f977 100644 --- a/Cosette/Cosette.csproj +++ b/Cosette/Cosette.csproj @@ -18,7 +18,7 @@ true x64 - TRACE;DEBUG;UCI_DEBUG_OUTPUT + TRACE;DEBUG;UCI_DEBUG_OUTPUT;LOGGER diff --git a/Cosette/Logs/LogManager.cs b/Cosette/Logs/LogManager.cs index 72e2dfe..39dd063 100644 --- a/Cosette/Logs/LogManager.cs +++ b/Cosette/Logs/LogManager.cs @@ -15,17 +15,19 @@ static LogManager() _basePath = Path.Combine(AppDomain.CurrentDomain.BaseDirectory, "Logs"); _logFile = Path.Combine(_basePath, $"info-{DateTime.Now.Ticks}.log"); - _infoLogStreamWriter = new StreamWriter(_logFile); - if (!Directory.Exists(_basePath)) { Directory.CreateDirectory(_basePath); } + +#if LOGGER + _infoLogStreamWriter = new StreamWriter(_logFile); +#endif } public static void LogInfo(string message) { -#if UCI_DEBUG_OUTPUT +#if LOGGER _infoLogStreamWriter.WriteLine(message); #endif } diff --git a/Cosette/Uci/UciClient.cs b/Cosette/Uci/UciClient.cs index aa0b09a..96b6de3 100644 --- a/Cosette/Uci/UciClient.cs +++ b/Cosette/Uci/UciClient.cs @@ -70,7 +70,7 @@ public void Send(string command) var input = Console.ReadLine(); if (input == null) { - continue; + Environment.Exit(0); } var splitInput = input.Split(' '); From eaee54e2e73f2e31180ceea6b136cb6f8da78d6a Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 14 Oct 2020 18:00:37 +0200 Subject: [PATCH 131/160] Remove futility pruning (will be rewritten) --- Cosette/Engine/Ai/Search/NegaMax.cs | 150 ++++++---------------------- 1 file changed, 32 insertions(+), 118 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index f18816f..0723822 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -152,42 +152,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al movesCount = 1; } - short futilityScore = 0; - var futilityAllowed = FutilityPruningCanBeAppliedToNode(depth, alpha, beta, pvNode, kingChecked); - var futilityMargin = SearchConstants.FutilityPruningBaseMargin + (depth - 1) * SearchConstants.FutilityPruningMarginIncrementation; - - if (futilityAllowed) - { - var evaluationEntry = EvaluationHashTable.Get(context.BoardState.Hash); - if (evaluationEntry.IsKeyValid(context.BoardState.Hash)) - { - futilityScore = evaluationEntry.Score; - -#if DEBUG - context.Statistics.EvaluationStatistics.EHTHits++; -#endif - } - else - { - futilityScore = (short)Evaluation.Evaluate(context.BoardState, context.Statistics.EvaluationStatistics); - EvaluationHashTable.Add(context.BoardState.Hash, futilityScore); - -#if DEBUG - context.Statistics.EvaluationStatistics.EHTNonHits++; - context.Statistics.EvaluationStatistics.EHTAddedEntries++; - - if (evaluationEntry.Key != 0 || evaluationEntry.Score != 0) - { - context.Statistics.EvaluationStatistics.EHTReplacements++; - } -#endif - } - } - var pvs = true; - var containsTestedMove = false; - var kingCheckChecked = false; - for (var moveIndex = 0; moveIndex < movesCount; moveIndex++) { MoveOrdering.SortNextBestMove(moves, moveValues, movesCount, moveIndex); @@ -200,105 +165,59 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - var moveDone = false; - var kingCheckedAfterMove = false; - if (futilityAllowed) - { - var fromPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].From) | - KnightMovesGenerator.GetMoves(moves[moveIndex].From); - var toPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].To) | - KnightMovesGenerator.GetMoves(moves[moveIndex].To); - var kings = context.BoardState.Pieces[context.BoardState.ColorToMove][Piece.King]; - - if ((fromPattern & kings) != 0 || (toPattern & kings) != 0) - { - context.BoardState.MakeMove(moves[moveIndex]); - kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - moveDone = true; - } + context.BoardState.MakeMove(moves[moveIndex]); - kingCheckChecked = true; - } - - if (futilityAllowed && FutilityPruningCanBeAppliedToMove(futilityScore, (short)futilityMargin, alpha, moves[moveIndex].IsQuiet(), kingCheckedAfterMove)) + var score = 0; + if (pvs) { - if (moveDone) - { - context.BoardState.UndoMove(moves[moveIndex]); - } + score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); + pvs = false; } else { - if (!moveDone) + var reducedDepth = depth; + var kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); + + if (LMRCanBeApplied(depth, kingCheckedAfterMove, moveIndex, moves)) { - context.BoardState.MakeMove(moves[moveIndex]); + reducedDepth = LMRGetReducedDepth(depth, pvNode); } - containsTestedMove = true; - var score = 0; - if (pvs) + score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); + if (score > alpha) { score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); - pvs = false; } - else - { - if (!kingCheckChecked) - { - var fromPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].From) | - KnightMovesGenerator.GetMoves(moves[moveIndex].From); - var toPattern = QueenMovesGenerator.GetMoves(context.BoardState.OccupancySummary, moves[moveIndex].To) | - KnightMovesGenerator.GetMoves(moves[moveIndex].To); - var kings = context.BoardState.Pieces[Color.White][Piece.King] | context.BoardState.Pieces[Color.Black][Piece.King]; + } - if ((fromPattern & kings) != 0 || (toPattern & kings) != 0) - { - kingCheckedAfterMove = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - } - } + context.BoardState.UndoMove(moves[moveIndex]); - var reducedDepth = depth; - if (LMRCanBeApplied(depth, kingCheckedAfterMove, moveIndex, moves)) + if (score > alpha) + { + alpha = score; + bestMove = moves[moveIndex]; + + if (alpha >= beta) + { + if (moves[moveIndex].IsQuiet()) { - reducedDepth = LMRGetReducedDepth(depth, pvNode); + KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); + HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); } - score = -FindBestMove(context, reducedDepth - 1, ply + 1, -alpha - 1, -alpha, allowNullMove); - if (score > alpha) +#if DEBUG + if (moveIndex == 0) { - score = -FindBestMove(context, depth - 1, ply + 1, -beta, -alpha, allowNullMove); + context.Statistics.BetaCutoffsAtFirstMove++; } - } - - context.BoardState.UndoMove(moves[moveIndex]); - - if (score > alpha) - { - alpha = score; - bestMove = moves[moveIndex]; - - if (alpha >= beta) + else { - if (moves[moveIndex].IsQuiet()) - { - KillerHeuristic.AddKillerMove(moves[moveIndex], context.BoardState.ColorToMove, depth); - HistoryHeuristic.AddHistoryMove(context.BoardState.ColorToMove, moves[moveIndex].From, moves[moveIndex].To, depth); - } - -#if DEBUG - if (moveIndex == 0) - { - context.Statistics.BetaCutoffsAtFirstMove++; - } - else - { - context.Statistics.BetaCutoffsNotAtFirstMove++; - } + context.Statistics.BetaCutoffsNotAtFirstMove++; + } #endif - context.Statistics.BetaCutoffs++; - break; - } + context.Statistics.BetaCutoffs++; + break; } } @@ -332,11 +251,6 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } } - if (!containsTestedMove) - { - alpha = futilityScore + futilityMargin; - } - if (entry.Age < context.TranspositionTableEntryAge || entry.Depth < depth) { var valueToSave = alpha; From 8e4e41153c38cf19f0841f91a4330b3fb77fb1da Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 14 Oct 2020 18:25:50 +0200 Subject: [PATCH 132/160] Don't apply color when output is redirected --- Cosette/Interactive/InteractiveConsole.cs | 47 +++++++++++++---------- 1 file changed, 27 insertions(+), 20 deletions(-) diff --git a/Cosette/Interactive/InteractiveConsole.cs b/Cosette/Interactive/InteractiveConsole.cs index 8a77be2..bc59b48 100644 --- a/Cosette/Interactive/InteractiveConsole.cs +++ b/Cosette/Interactive/InteractiveConsole.cs @@ -74,31 +74,38 @@ public void WriteLine() public void WriteLine(string message) { - var splitMessage = _splitRegex.Split(message); - foreach (var chunk in splitMessage.Where(p => !string.IsNullOrEmpty(p))) + if (Console.IsOutputRedirected) { - if(_moveRegex.IsMatch(chunk)) - { - Console.ForegroundColor = _moveColor; - } - else if (_symbols.Contains(chunk)) - { - Console.ForegroundColor = _symbolColor; - } - else if (float.TryParse(chunk, NumberStyles.Any, CultureInfo.InvariantCulture, out _)) - { - Console.ForegroundColor = _numberColor; - } - else + Console.WriteLine(message); + } + else + { + var splitMessage = _splitRegex.Split(message); + foreach (var chunk in splitMessage.Where(p => !string.IsNullOrEmpty(p))) { - Console.ForegroundColor = _keywordColor; + if (_moveRegex.IsMatch(chunk)) + { + Console.ForegroundColor = _moveColor; + } + else if (_symbols.Contains(chunk)) + { + Console.ForegroundColor = _symbolColor; + } + else if (float.TryParse(chunk, NumberStyles.Any, CultureInfo.InvariantCulture, out _)) + { + Console.ForegroundColor = _numberColor; + } + else + { + Console.ForegroundColor = _keywordColor; + } + + Console.Write(chunk); + Console.ResetColor(); } - Console.Write(chunk); - Console.ResetColor(); + Console.WriteLine(); } - - Console.WriteLine(); } private void DisplayIntro() From 3f0f7daa45a481993200b40d537c32d7f930f3bb Mon Sep 17 00:00:00 2001 From: Tearth Date: Wed, 14 Oct 2020 18:58:46 +0200 Subject: [PATCH 133/160] Adjust time scheduler --- Cosette/Engine/Ai/Time/TimeScheduler.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Time/TimeScheduler.cs b/Cosette/Engine/Ai/Time/TimeScheduler.cs index f3cc1c1..b44f167 100644 --- a/Cosette/Engine/Ai/Time/TimeScheduler.cs +++ b/Cosette/Engine/Ai/Time/TimeScheduler.cs @@ -6,7 +6,7 @@ public static class TimeScheduler { public static int CalculateTimeForMove(int remainingTime, int moveNumber) { - return remainingTime / Math.Max(25, 60 - moveNumber); + return remainingTime / Math.Max(20, 40 - moveNumber); } } } From 3dfe6390ee2bd9abeb9517311e979764027b8ba2 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 15 Oct 2020 08:07:36 +0200 Subject: [PATCH 134/160] Update changelog --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 724cc1d..7c0babd 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,6 +15,7 @@ - Added Arbiter app to speed up the process of testing engine - Fixed invalid best move when search has been aborted - Improved time management - now allocated time depends from the moves count + - Optimized printing UCI output Estimated strength: ???? ELO From 5fa3a9cd695d20a9b527577c67cf967b1380bc65 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 15 Oct 2020 17:39:19 +0200 Subject: [PATCH 135/160] Refactoring --- Cosette/Engine/Ai/Ordering/KillerHeuristic.cs | 8 +++----- Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs | 2 +- Cosette/Engine/Common/Extensions/RandomExtension.cs | 6 +++--- Cosette/Interactive/Commands/BenchmarkCommand.cs | 6 +++--- Cosette/Program.cs | 2 ++ 5 files changed, 12 insertions(+), 12 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs index 1bd6889..54816f9 100644 --- a/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/KillerHeuristic.cs @@ -1,4 +1,5 @@ -using Cosette.Engine.Ai.Search; +using System; +using Cosette.Engine.Ai.Search; using Cosette.Engine.Common; using Cosette.Engine.Moves; @@ -50,10 +51,7 @@ public static void Clear() { for (var depth = 0; depth < SearchConstants.MaxDepth; depth++) { - for (var slot = 0; slot < MoveOrderingConstants.KillerSlots; slot++) - { - _killerMoves[color][depth][slot] = Move.Empty; - } + Array.Clear(_killerMoves[color][depth], 0, MoveOrderingConstants.KillerSlots); } } } diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index 650d00c..52a1ddb 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -7,7 +7,7 @@ public static class StaticExchangeEvaluation { private static short[][][][] _table; - static StaticExchangeEvaluation() + public static void Init() { InitTable(); PopulateTable(); diff --git a/Cosette/Engine/Common/Extensions/RandomExtension.cs b/Cosette/Engine/Common/Extensions/RandomExtension.cs index c8aee41..61cec80 100644 --- a/Cosette/Engine/Common/Extensions/RandomExtension.cs +++ b/Cosette/Engine/Common/Extensions/RandomExtension.cs @@ -4,12 +4,12 @@ namespace Cosette.Engine.Common.Extensions { public static class RandomExtension { - public static ulong NextLong(this Random random) + public static unsafe ulong NextLong(this Random random) { - var bytes = new byte[8]; + Span bytes = stackalloc byte[8]; random.NextBytes(bytes); - return BitConverter.ToUInt64(bytes, 0); + return BitConverter.ToUInt64(bytes); } } } diff --git a/Cosette/Interactive/Commands/BenchmarkCommand.cs b/Cosette/Interactive/Commands/BenchmarkCommand.cs index a953780..a3d6d8a 100644 --- a/Cosette/Interactive/Commands/BenchmarkCommand.cs +++ b/Cosette/Interactive/Commands/BenchmarkCommand.cs @@ -66,14 +66,14 @@ private void Test(BoardState boardState, string name, int depth) MaxDepth = depth }; - IterativeDeepening.OnSearchUpdate += IterativeDeepening_OnOnSearchUpdate; + IterativeDeepening.OnSearchUpdate += IterativeDeepening_OnSearchUpdate; IterativeDeepening.FindBestMove(context); - IterativeDeepening.OnSearchUpdate -= IterativeDeepening_OnOnSearchUpdate; + IterativeDeepening.OnSearchUpdate -= IterativeDeepening_OnSearchUpdate; _interactiveConsole.WriteLine(); } - private void IterativeDeepening_OnOnSearchUpdate(object sender, SearchStatistics statistics) + private void IterativeDeepening_OnSearchUpdate(object sender, SearchStatistics statistics) { // Main search result _interactiveConsole.WriteLine($" === Depth: {statistics.Depth}, Score: {statistics.Score}, Best: {statistics.PrincipalVariation[0]}, " + diff --git a/Cosette/Program.cs b/Cosette/Program.cs index ee526cd..89fb36f 100644 --- a/Cosette/Program.cs +++ b/Cosette/Program.cs @@ -1,4 +1,5 @@ using System; +using Cosette.Engine.Ai.Ordering; using Cosette.Engine.Ai.Transposition; using Cosette.Engine.Moves.Magic; using Cosette.Interactive; @@ -14,6 +15,7 @@ private static void Main() HashTableAllocator.Allocate(); MagicBitboards.InitWithInternalKeys(); + StaticExchangeEvaluation.Init(); new InteractiveConsole().Run(); } From aeb81b34dd749870b81056411b39115db5820e8a Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 15 Oct 2020 18:51:40 +0200 Subject: [PATCH 136/160] Remove SearchHelpers, not used anymore --- Cosette/Engine/Ai/Search/SearchHelpers.cs | 7 ------- 1 file changed, 7 deletions(-) delete mode 100644 Cosette/Engine/Ai/Search/SearchHelpers.cs diff --git a/Cosette/Engine/Ai/Search/SearchHelpers.cs b/Cosette/Engine/Ai/Search/SearchHelpers.cs deleted file mode 100644 index 8d1c65e..0000000 --- a/Cosette/Engine/Ai/Search/SearchHelpers.cs +++ /dev/null @@ -1,7 +0,0 @@ -namespace Cosette.Engine.Ai.Search -{ - public static class SearchHelpers - { - - } -} From 9d3e2f0153db2af3b6a8ec1b90d458e5b0c2913a Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 15 Oct 2020 20:05:36 +0200 Subject: [PATCH 137/160] Add fast evaluation --- Cosette/Engine/Ai/Score/Evaluation.cs | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/Cosette/Engine/Ai/Score/Evaluation.cs b/Cosette/Engine/Ai/Score/Evaluation.cs index 7239c34..7c3e029 100644 --- a/Cosette/Engine/Ai/Score/Evaluation.cs +++ b/Cosette/Engine/Ai/Score/Evaluation.cs @@ -21,5 +21,11 @@ public static int Evaluate(BoardState board, EvaluationStatistics statistics) return board.ColorToMove == Color.White ? result : -result; } + + public static int FastEvaluate(BoardState board) + { + var result = MaterialEvaluator.Evaluate(board); + return board.ColorToMove == Color.White ? result : -result; + } } } From 51772991e6ef57043adee3399152fb7a89b714e4 Mon Sep 17 00:00:00 2001 From: Tearth Date: Thu, 15 Oct 2020 20:06:07 +0200 Subject: [PATCH 138/160] Remove rest of the unused futility pruning code --- Cosette/Engine/Ai/Search/NegaMax.cs | 17 ----------------- Cosette/Engine/Ai/Search/SearchConstants.cs | 4 ---- 2 files changed, 21 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 0723822..83a735d 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -291,23 +291,6 @@ private static bool LMRCanBeApplied(int depth, bool kingChecked, int moveIndex, moves[moveIndex].IsQuiet() && !kingChecked; } - private static bool FutilityPruningCanBeAppliedToNode(int depth, int alpha, int beta, bool pvNode, bool parentKingChecked) - { - return depth <= SearchConstants.FutilityPruningMaxDepth && - !pvNode && - !parentKingChecked && - !IterativeDeepening.IsScoreNearCheckmate(alpha) && - !IterativeDeepening.IsScoreNearCheckmate(beta); - } - - private static bool FutilityPruningCanBeAppliedToMove(short futilityScore, short futilityMargin, int alpha, bool quietMove, bool kingChecked) - { - return quietMove && - !kingChecked && - !IterativeDeepening.IsScoreNearCheckmate(alpha) && - futilityScore + futilityMargin <= alpha; - } - private static int LMRGetReducedDepth(int depth, bool pvNode) { return pvNode ? diff --git a/Cosette/Engine/Ai/Search/SearchConstants.cs b/Cosette/Engine/Ai/Search/SearchConstants.cs index 3561512..5a44763 100644 --- a/Cosette/Engine/Ai/Search/SearchConstants.cs +++ b/Cosette/Engine/Ai/Search/SearchConstants.cs @@ -14,9 +14,5 @@ public static class SearchConstants public const int LMRMovesWithoutReduction = 2; public const int LMRPvNodeDepthReduction = 1; public const int LMRNonPvNodeDepthDivisor = 3; - - public const int FutilityPruningMaxDepth = 3; - public const int FutilityPruningBaseMargin = 300; - public const int FutilityPruningMarginIncrementation = 250; } } From 92285d2e89e41f3483d899ecb3b1925f28844ccc Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 16 Oct 2020 21:11:14 +0200 Subject: [PATCH 139/160] Optimize null window condition --- Cosette/Engine/Ai/Search/NegaMax.cs | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/Cosette/Engine/Ai/Search/NegaMax.cs b/Cosette/Engine/Ai/Search/NegaMax.cs index 83a735d..7b89386 100644 --- a/Cosette/Engine/Ai/Search/NegaMax.cs +++ b/Cosette/Engine/Ai/Search/NegaMax.cs @@ -121,8 +121,7 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al } #endif - var kingChecked = context.BoardState.IsKingChecked(context.BoardState.ColorToMove); - if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode, kingChecked)) + if (NullWindowCanBeApplied(context.BoardState, depth, allowNullMove, pvNode)) { context.BoardState.MakeNullMove(); var score = -FindBestMove(context, depth - 1 - SearchConstants.NullWindowDepthReduction, ply + 1, -beta, -beta + 1, false); @@ -279,10 +278,11 @@ public static int FindBestMove(SearchContext context, int depth, int ply, int al return alpha; } - private static bool NullWindowCanBeApplied(BoardState board, int depth, bool allowNullMove, bool pvNode, bool kingChecked) + private static bool NullWindowCanBeApplied(BoardState board, int depth, bool allowNullMove, bool pvNode) { return !pvNode && allowNullMove && depth >= SearchConstants.NullWindowMinimalDepth && - board.GetGamePhase() == GamePhase.Opening && !kingChecked; + board.GetGamePhase() == GamePhase.Opening && + !board.IsKingChecked(board.ColorToMove); } private static bool LMRCanBeApplied(int depth, bool kingChecked, int moveIndex, Span moves) From f94f3a0b722895f55ff6a5594fa13d726ed936a8 Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 16 Oct 2020 21:26:28 +0200 Subject: [PATCH 140/160] Add castling score to the move ordering --- Cosette/Engine/Ai/Ordering/MoveOrdering.cs | 4 ++++ Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs | 1 + 2 files changed, 5 insertions(+) diff --git a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs index 790f858..f0b0292 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrdering.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrdering.cs @@ -49,6 +49,10 @@ public static void AssignValues(BoardState board, Span moves, Span moveValues[moveIndex] = (short)(MoveOrderingConstants.Capture + seeEvaluation); } + else if (moves[moveIndex].Flags == MoveFlags.KingCastle || moves[moveIndex].Flags == MoveFlags.QueenCastle) + { + moveValues[moveIndex] = MoveOrderingConstants.Castling; + } else if (((byte)moves[moveIndex].Flags & MoveFlagFields.Promotion) != 0) { moveValues[moveIndex] = (short)(MoveOrderingConstants.Promotion + (int)moves[moveIndex].Flags); diff --git a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs index 5d3aef8..73562dc 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs @@ -4,6 +4,7 @@ public static class MoveOrderingConstants { public const int HashMove = 10000; public const int Promotion = 5000; + public const int Castling = 1000; public const int Capture = 100; public const int EnPassant = 100; public const int KillerMove = 80; From 6020aa2c7bc23ffec515e1b41047d3e14b79fdce Mon Sep 17 00:00:00 2001 From: Tearth Date: Fri, 16 Oct 2020 21:29:05 +0200 Subject: [PATCH 141/160] Update changelog --- CHANGELOG.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 7c0babd..712f6df 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,7 +6,7 @@ - Fixed invalid detection of passing pawns - Added "evaluate" command to get FEN position evaluation - Added ability to postpone moves generation before PV move check - - Improved move ordering: better promotions are now prioritized + - Improved move ordering: castling and better promotions are now prioritized - Added evaluation hash table - Redefined and reduced the size of Move structure (from 4 bytes to 2 bytes) - Reduced size of transposition table entry (from 16 bytes to 12 bytes), evaluation hash table entry (from 8 bytes to 4 bytes) and pawn hash table entry (from 8 bytes to 4 bytes) From 77533039ffe19da921d125c15288129f24367114 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 17 Oct 2020 13:04:14 +0200 Subject: [PATCH 142/160] Add SEE tests --- .../StaticExchangeEvaluationTests.cs | 29 +++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 Cosette.Tests/StaticExchangeEvaluationTests.cs diff --git a/Cosette.Tests/StaticExchangeEvaluationTests.cs b/Cosette.Tests/StaticExchangeEvaluationTests.cs new file mode 100644 index 0000000..3b5a226 --- /dev/null +++ b/Cosette.Tests/StaticExchangeEvaluationTests.cs @@ -0,0 +1,29 @@ +using Cosette.Engine.Ai.Ordering; +using Cosette.Engine.Common; +using Xunit; + +namespace Cosette.Tests +{ + public class StaticExchangeEvaluationTests + { + public StaticExchangeEvaluationTests() + { + StaticExchangeEvaluation.Init(); + } + + [Theory] + [InlineData(Piece.Pawn, Piece.Pawn, (1 << Piece.Pawn), 0, 100)] // 8/8/8/3p4/4P3/8/8/8 w - - 0 1 + [InlineData(Piece.Pawn, Piece.Pawn, (1 << Piece.Pawn) | (1 << Piece.Knight), (1 << Piece.Pawn) | (1 << Piece.Knight), 0)] // 8/2n5/4p3/3p4/4P3/4N3/8/8 w - - 0 1 + [InlineData(Piece.Knight, Piece.Pawn, (1 << Piece.Pawn) | (1 << Piece.Knight), (1 << Piece.Pawn) | (1 << Piece.Knight), -220)] // 8/2n5/4p3/3p4/4P3/4N3/8/8 w - - 0 1 + [InlineData(Piece.Knight, Piece.Pawn, (1 << Piece.Pawn) | (1 << Piece.Knight) | (1 << Piece.Queen), (1 << Piece.Pawn) | (1 << Piece.Knight), -120)] // 8/2n5/4p3/3p4/4P3/4N3/Q7/8 w - - 0 1 + [InlineData(Piece.Pawn, Piece.Pawn, (1 << Piece.Knight) | (1 << Piece.Bishop), (1 << Piece.Queen), 100)] // 3q4/8/8/3p4/8/2N2B2/8/8 w - - 0 1 + [InlineData(Piece.Knight, Piece.Pawn, (1 << Piece.Knight) | (1 << Piece.Bishop), (1 << Piece.Queen), 100)] // 3q4/8/8/3p4/8/2N2B2/8/8 w - - 0 1 + [InlineData(Piece.Queen, Piece.Pawn, (1 << Piece.Knight) | (1 << Piece.Bishop) | (1 << Piece.Queen), (1 << Piece.Rook), -500)] // 3r4/8/8/3p4/8/2N2B2/8/3Q4 w - - 0 1 + [InlineData(Piece.Knight, Piece.Pawn, (1 << Piece.Knight) | (1 << Piece.Rook) | (1 << Piece.Queen), (1 << Piece.Knight) | (1 << Piece.Bishop) | (1 << Piece.Queen), -220)] // 7q/3n4/5b2/4p3/8/3N4/4R3/4Q3 w - - 0 1 + public void StaticExchangeEvaluation_NormalValues(int attackingPiece, int capturedPiece, int attacker, int defender, int expectedScore) + { + var score = StaticExchangeEvaluation.Evaluate(attackingPiece, capturedPiece, attacker, defender); + Assert.Equal(expectedScore, score); + } + } +} \ No newline at end of file From c5f87467eafa1f5655ddb227be3c7f6645067ea1 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 17 Oct 2020 13:45:37 +0200 Subject: [PATCH 143/160] Fix invalid SEE values --- CHANGELOG.md | 1 + .../Ai/Ordering/StaticExchangeEvaluation.cs | 37 +++++++++++++------ 2 files changed, 27 insertions(+), 11 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 712f6df..45ce0b8 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -16,6 +16,7 @@ - Fixed invalid best move when search has been aborted - Improved time management - now allocated time depends from the moves count - Optimized printing UCI output + - Fixed static exchange evaluation - in rare cases the table was returning invalid score Estimated strength: ???? ELO diff --git a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs index 52a1ddb..4725608 100644 --- a/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs +++ b/Cosette/Engine/Ai/Ordering/StaticExchangeEvaluation.cs @@ -1,4 +1,5 @@ -using Cosette.Engine.Ai.Score; +using System.Collections.Generic; +using Cosette.Engine.Ai.Score; using Cosette.Engine.Common; namespace Cosette.Engine.Ai.Ordering @@ -37,6 +38,7 @@ private static void InitTable() private static void PopulateTable() { + var gainList = new List(); for (var attackingPiece = 0; attackingPiece < 6; attackingPiece++) { for (var capturedPiece = 0; capturedPiece < 6; capturedPiece++) @@ -51,6 +53,8 @@ private static void PopulateTable() var currentPieceOnField = attackingPiece; var result = EvaluationConstants.Pieces[capturedPiece]; + gainList.Add(result); + if (defenders != 0) { var leastValuableDefenderField = BitOperations.GetLsb(defenders); @@ -60,33 +64,43 @@ private static void PopulateTable() result -= EvaluationConstants.Pieces[currentPieceOnField]; currentPieceOnField = leastValuableDefenderPiece; + gainList.Add(result); + while (attackers != 0) { - var updatedResult = result; - var leastValuableAttackerField = BitOperations.GetLsb(attackers); var leastValuableAttackerPiece = BitOperations.BitScan(leastValuableAttackerField); attackers = BitOperations.PopLsb(attackers); - updatedResult += EvaluationConstants.Pieces[currentPieceOnField]; + result += EvaluationConstants.Pieces[currentPieceOnField]; currentPieceOnField = leastValuableAttackerPiece; + gainList.Add(result); + + if (gainList[^1] > gainList[^3]) + { + result = gainList[^3]; + break; + } + if (defenders != 0) { leastValuableDefenderField = BitOperations.GetLsb(defenders); leastValuableDefenderPiece = BitOperations.BitScan(leastValuableDefenderField); defenders = BitOperations.PopLsb(defenders); - updatedResult -= EvaluationConstants.Pieces[currentPieceOnField]; + result -= EvaluationConstants.Pieces[currentPieceOnField]; currentPieceOnField = leastValuableDefenderPiece; + + gainList.Add(result); + + if (gainList[^1] < gainList[^3]) + { + result = gainList[^3]; + break; + } } else - { - result = updatedResult; - break; - } - - if (updatedResult < result) { break; } @@ -94,6 +108,7 @@ private static void PopulateTable() } _table[attackingPiece][capturedPiece][attackerIndex][defenderIndex] = (short)result; + gainList.Clear(); } } } From beaacdf33b3510ada4eee977eb2b78f10fe0695e Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 17 Oct 2020 16:52:57 +0200 Subject: [PATCH 144/160] Improve history heuristic --- .../Engine/Ai/Ordering/HistoryHeuristic.cs | 26 ++++++++++++------- .../Ai/Ordering/MoveOrderingConstants.cs | 1 + 2 files changed, 18 insertions(+), 9 deletions(-) diff --git a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs index 0dd72c3..0a57e37 100644 --- a/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs +++ b/Cosette/Engine/Ai/Ordering/HistoryHeuristic.cs @@ -5,29 +5,35 @@ namespace Cosette.Engine.Ai.Ordering { public static class HistoryHeuristic { - private static readonly byte[][][] _historyMoves; + private static readonly uint[][][] _historyMoves; + private static uint _max; static HistoryHeuristic() { - _historyMoves = new byte[2][][]; - _historyMoves[Color.White] = new byte[64][]; - _historyMoves[Color.Black] = new byte[64][]; + _historyMoves = new uint[2][][]; + _historyMoves[Color.White] = new uint[64][]; + _historyMoves[Color.Black] = new uint[64][]; for (var from = 0; from < 64; from++) { - _historyMoves[Color.White][from] = new byte[64]; - _historyMoves[Color.Black][from] = new byte[64]; + _historyMoves[Color.White][from] = new uint[64]; + _historyMoves[Color.Black][from] = new uint[64]; } + + _max = MoveOrderingConstants.HistoryHeuristicMaxScore; } public static void AddHistoryMove(int color, int from, int to, int depth) { - _historyMoves[color][from][to] = (byte)(depth * depth); + var newValue = _historyMoves[color][from][to] + (uint)(depth * depth); + + _max = Math.Max(_max, newValue); + _historyMoves[color][from][to] = newValue; } - public static byte GetHistoryMoveValue(int color, int from, int to) + public static short GetHistoryMoveValue(int color, int from, int to) { - return _historyMoves[color][from][to]; + return (short)(_historyMoves[color][from][to] / (_max / MoveOrderingConstants.HistoryHeuristicMaxScore)); } public static void Clear() @@ -39,6 +45,8 @@ public static void Clear() Array.Clear(_historyMoves[color][from], 0, 64); } } + + _max = MoveOrderingConstants.HistoryHeuristicMaxScore; } } } diff --git a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs index 73562dc..4e60752 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs @@ -11,5 +11,6 @@ public static class MoveOrderingConstants public const int PawnNearPromotion = 50; public const int KillerSlots = 3; + public const int HistoryHeuristicMaxScore = 80; } } From 28affc6c776198e03746b7bbda0691bf33bfaefa Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 17 Oct 2020 18:58:19 +0200 Subject: [PATCH 145/160] Adjust move ordering scores --- CHANGELOG.md | 1 + Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs | 6 +++--- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 45ce0b8..00663cf 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -17,6 +17,7 @@ - Improved time management - now allocated time depends from the moves count - Optimized printing UCI output - Fixed static exchange evaluation - in rare cases the table was returning invalid score + - Adjusted move ordering scores Estimated strength: ???? ELO diff --git a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs index 4e60752..e3428c1 100644 --- a/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs +++ b/Cosette/Engine/Ai/Ordering/MoveOrderingConstants.cs @@ -5,12 +5,12 @@ public static class MoveOrderingConstants public const int HashMove = 10000; public const int Promotion = 5000; public const int Castling = 1000; + public const int PawnNearPromotion = 150; public const int Capture = 100; public const int EnPassant = 100; - public const int KillerMove = 80; - public const int PawnNearPromotion = 50; + public const int KillerMove = 90; + public const int HistoryHeuristicMaxScore = 80; public const int KillerSlots = 3; - public const int HistoryHeuristicMaxScore = 80; } } From a465a0030c9b03145ccbb3e117ffd458bd9a15da Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 17 Oct 2020 21:48:31 +0200 Subject: [PATCH 146/160] Reorder changelog entries --- CHANGELOG.md | 16 ++++++++-------- 1 file changed, 8 insertions(+), 8 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 00663cf..fd75b7c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,22 +1,22 @@ # Version 2.0 (Darkness), --.--.---- - - Improved transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) - Added fifty-move rule detection - - Fixed PV node detection - Added new evaluations functions: pawn shield, bishop pair, doubled rooks, a rook on open file - - Fixed invalid detection of passing pawns - Added "evaluate" command to get FEN position evaluation - Added ability to postpone moves generation before PV move check - - Improved move ordering: castling and better promotions are now prioritized - Added evaluation hash table - - Redefined and reduced the size of Move structure (from 4 bytes to 2 bytes) - - Reduced size of transposition table entry (from 16 bytes to 12 bytes), evaluation hash table entry (from 8 bytes to 4 bytes) and pawn hash table entry (from 8 bytes to 4 bytes) - - Improved method of probing piece type at the specified field - Added extended futility pruning - Added Arbiter app to speed up the process of testing engine + - Fixed PV node detection + - Fixed invalid detection of passing pawns - Fixed invalid best move when search has been aborted + - Fixed static exchange evaluation - in rare cases the table was returning invalid score + - Improved method of probing piece type at the specified field - Improved time management - now allocated time depends from the moves count + - Improved move ordering: castling and better promotions are now prioritized + - Improved transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) + - Redefined and reduced the size of Move structure (from 4 bytes to 2 bytes) + - Reduced size of transposition table entry (from 16 bytes to 12 bytes), evaluation hash table entry (from 8 bytes to 4 bytes) and pawn hash table entry (from 8 bytes to 4 bytes) - Optimized printing UCI output - - Fixed static exchange evaluation - in rare cases the table was returning invalid score - Adjusted move ordering scores Estimated strength: ???? ELO From 7977c55c23fad0292872a9bb44564ec3e4104109 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sat, 17 Oct 2020 22:09:18 +0200 Subject: [PATCH 147/160] Add support for time incrementation --- CHANGELOG.md | 1 + Cosette/Engine/Ai/Time/TimeScheduler.cs | 4 ++-- Cosette/Uci/Commands/GoCommand.cs | 7 ++++++- 3 files changed, 9 insertions(+), 3 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index fd75b7c..92fb986 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -6,6 +6,7 @@ - Added evaluation hash table - Added extended futility pruning - Added Arbiter app to speed up the process of testing engine + - Added support for UCI's winc and binc - Fixed PV node detection - Fixed invalid detection of passing pawns - Fixed invalid best move when search has been aborted diff --git a/Cosette/Engine/Ai/Time/TimeScheduler.cs b/Cosette/Engine/Ai/Time/TimeScheduler.cs index b44f167..4146f1f 100644 --- a/Cosette/Engine/Ai/Time/TimeScheduler.cs +++ b/Cosette/Engine/Ai/Time/TimeScheduler.cs @@ -4,9 +4,9 @@ namespace Cosette.Engine.Ai.Time { public static class TimeScheduler { - public static int CalculateTimeForMove(int remainingTime, int moveNumber) + public static int CalculateTimeForMove(int remainingTime, int incTime, int moveNumber) { - return remainingTime / Math.Max(20, 40 - moveNumber); + return remainingTime / Math.Max(20, 40 - moveNumber) + incTime; } } } diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index 3064823..4f07e6b 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -25,7 +25,12 @@ public void Run(params string[] parameters) var whiteTime = GetParameter(parameters, "wtime", int.MaxValue); var blackTime = GetParameter(parameters, "btime", int.MaxValue); var colorTime = _uciClient.BoardState.ColorToMove == Color.White ? whiteTime : blackTime; - var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, _uciClient.BoardState.MovesCount); + + var whiteIncTime = GetParameter(parameters, "winc", 0); + var blackIncTime = GetParameter(parameters, "binc", 0); + var incTime = _uciClient.BoardState.ColorToMove == Color.White ? whiteIncTime : blackIncTime; + + var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, incTime, _uciClient.BoardState.MovesCount); var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); var moveTime = GetParameter(parameters, "movetime", 0); From 933aebbaa4b505d8ebf6c427ce6b331f603d7284 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 12:11:51 +0200 Subject: [PATCH 148/160] Fix .NET Core version --- Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj | 2 +- Cosette.Tests/Cosette.Tests.csproj | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj b/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj index 356ed77..776d0eb 100644 --- a/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj +++ b/Cosette.Arbiter.Tests/Cosette.Arbiter.Tests.csproj @@ -1,7 +1,7 @@ - net5.0 + netcoreapp3.1 false diff --git a/Cosette.Tests/Cosette.Tests.csproj b/Cosette.Tests/Cosette.Tests.csproj index 4650cbe..36db1c9 100644 --- a/Cosette.Tests/Cosette.Tests.csproj +++ b/Cosette.Tests/Cosette.Tests.csproj @@ -1,7 +1,7 @@ - net5.0 + netcoreapp3.1 false From aefda47bcb663acbf23d813cdcb4fb0b54f3fe0b Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 16:56:38 +0200 Subject: [PATCH 149/160] Adjust time scheduler --- Cosette/Engine/Ai/Time/TimeScheduler.cs | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Cosette/Engine/Ai/Time/TimeScheduler.cs b/Cosette/Engine/Ai/Time/TimeScheduler.cs index 4146f1f..ce7eb86 100644 --- a/Cosette/Engine/Ai/Time/TimeScheduler.cs +++ b/Cosette/Engine/Ai/Time/TimeScheduler.cs @@ -6,7 +6,7 @@ public static class TimeScheduler { public static int CalculateTimeForMove(int remainingTime, int incTime, int moveNumber) { - return remainingTime / Math.Max(20, 40 - moveNumber) + incTime; + return remainingTime / Math.Max(20, 40 - moveNumber) + (int)(incTime * 0.5); } } } From 47309b91faf9fdae5a5c4c90f762fcf8f75690df Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 16:58:31 +0200 Subject: [PATCH 150/160] Update changelog --- CHANGELOG.md | 1 + 1 file changed, 1 insertion(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 92fb986..1501708 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -19,6 +19,7 @@ - Reduced size of transposition table entry (from 16 bytes to 12 bytes), evaluation hash table entry (from 8 bytes to 4 bytes) and pawn hash table entry (from 8 bytes to 4 bytes) - Optimized printing UCI output - Adjusted move ordering scores + - Updated .NET Core runtime version to 3.1.403 Estimated strength: ???? ELO From 1196ebfcfc8b50a785850e7bf2cd18033205045c Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 18:20:14 +0200 Subject: [PATCH 151/160] Add information about CCRL to readme --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 7ca57de..873ae55 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,8 @@ A brand new UCI-compliant chess engine written in C# for .NET Core platform. The project is still in the early stage of development and lacks a few major performance improvements like more advanced pruning, extensions, or better evaluation. The current strength is estimated at 1900 ELO and hopefully will significantly improve in the future. +The engine has **[an official profile on CCRL](http://ccrl.chessdom.com/ccrl/404/cgi/engine_details.cgi?match_length=30&print=Details&each_game=1&eng=Cosette%201.0%2064-bit#Cosette_1_0_64-bit)** (Computer Chess Rating Lists) where you can check the best strength estimation. Also, feel free to visit **[a dedicated forum thread](http://kirill-kryukov.com/chess/discussion-board/viewtopic.php?f=7&t=12402)** for Cosette releases and discussions! + ![asd](https://i.imgur.com/ck4GbbF.png) ## How to play? From 6d40e8af96456685b4cf7332212bf08200ebacf7 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 18:40:05 +0200 Subject: [PATCH 152/160] Update version and release date --- CHANGELOG.md | 4 ++-- Cosette/Interactive/InteractiveConsole.cs | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 1501708..8f8fb45 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,4 +1,4 @@ -# Version 2.0 (Darkness), --.--.---- +# Version 2.0 (Darkness), 19.10.2020 - Added fifty-move rule detection - Added new evaluations functions: pawn shield, bishop pair, doubled rooks, a rook on open file - Added "evaluate" command to get FEN position evaluation @@ -21,7 +21,7 @@ - Adjusted move ordering scores - Updated .NET Core runtime version to 3.1.403 -Estimated strength: ???? ELO +Estimated strength: 2000 ELO # Version 1.0 (Aqua), 19.09.2020 - Initial version diff --git a/Cosette/Interactive/InteractiveConsole.cs b/Cosette/Interactive/InteractiveConsole.cs index bc59b48..c256a71 100644 --- a/Cosette/Interactive/InteractiveConsole.cs +++ b/Cosette/Interactive/InteractiveConsole.cs @@ -110,10 +110,10 @@ public void WriteLine(string message) private void DisplayIntro() { - Console.WriteLine($"Cosette v2.0 dev (Darkness), --.--.---- @ {Environment.OSVersion}"); + Console.WriteLine($"Cosette v2.0 (Darkness), 19.10.2020 @ {Environment.OSVersion}"); Console.WriteLine("Homepage and source code: https://github.com/Tearth/Cosette"); Console.WriteLine(); - Console.WriteLine("\"There are two types of sacrifices: correct ones, and mine.\" ~ Mikhail Tal"); + Console.WriteLine("\"The blunders are all there on the board, waiting to be made.\" ~ Savielly Tartakower"); Console.WriteLine(); Console.WriteLine("Type \"help\" to display all available commands"); } From c8eeb7b40ea7428a42170257ddb41bbcca16c11e Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 18:45:12 +0200 Subject: [PATCH 153/160] Add information about .NET runtime version and license --- Cosette/Interactive/InteractiveConsole.cs | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/Cosette/Interactive/InteractiveConsole.cs b/Cosette/Interactive/InteractiveConsole.cs index c256a71..8ddadac 100644 --- a/Cosette/Interactive/InteractiveConsole.cs +++ b/Cosette/Interactive/InteractiveConsole.cs @@ -110,8 +110,10 @@ public void WriteLine(string message) private void DisplayIntro() { - Console.WriteLine($"Cosette v2.0 (Darkness), 19.10.2020 @ {Environment.OSVersion}"); - Console.WriteLine("Homepage and source code: https://github.com/Tearth/Cosette"); + var runtimeVersion = $"{Environment.Version.Major}.{Environment.Version.Minor}.{Environment.Version.Build}"; + + Console.WriteLine($"Cosette v2.0 (Darkness), 19.10.2020 @ {Environment.OSVersion} (.NET Core {runtimeVersion})"); + Console.WriteLine("Distributed under AGPL license, homepage and source code: https://github.com/Tearth/Cosette"); Console.WriteLine(); Console.WriteLine("\"The blunders are all there on the board, waiting to be made.\" ~ Savielly Tartakower"); Console.WriteLine(); From 3670b51381a55da026a6584d4b9ec7132803d328 Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 19:26:01 +0200 Subject: [PATCH 154/160] Temporary workaround for invalid depth constraint --- Cosette/Uci/Commands/GoCommand.cs | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Cosette/Uci/Commands/GoCommand.cs b/Cosette/Uci/Commands/GoCommand.cs index 4f07e6b..9c82848 100644 --- a/Cosette/Uci/Commands/GoCommand.cs +++ b/Cosette/Uci/Commands/GoCommand.cs @@ -32,7 +32,7 @@ public void Run(params string[] parameters) var maxColorTime = TimeScheduler.CalculateTimeForMove(colorTime, incTime, _uciClient.BoardState.MovesCount); - var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth); + var depth = GetParameter(parameters, "depth", SearchConstants.MaxDepth - 1); var moveTime = GetParameter(parameters, "movetime", 0); var nodesCount = GetParameter(parameters, "nodes", ulong.MaxValue); var searchMoves = GetParameterWithMoves(parameters, "searchmoves"); @@ -40,7 +40,7 @@ public void Run(params string[] parameters) _uciClient.SearchContext = new SearchContext(_uciClient.BoardState) { - MaxDepth = depth, + MaxDepth = depth + 1, MaxNodesCount = nodesCount, MoveRestrictions = searchMoves }; From 6c0a181efea472bf70ce4b74676a3daa2c42246d Mon Sep 17 00:00:00 2001 From: Tearth Date: Sun, 18 Oct 2020 19:26:33 +0200 Subject: [PATCH 155/160] Update image in readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 873ae55..9f18c62 100644 --- a/README.md +++ b/README.md @@ -5,7 +5,7 @@ A brand new UCI-compliant chess engine written in C# for .NET Core platform. The The engine has **[an official profile on CCRL](http://ccrl.chessdom.com/ccrl/404/cgi/engine_details.cgi?match_length=30&print=Details&each_game=1&eng=Cosette%201.0%2064-bit#Cosette_1_0_64-bit)** (Computer Chess Rating Lists) where you can check the best strength estimation. Also, feel free to visit **[a dedicated forum thread](http://kirill-kryukov.com/chess/discussion-board/viewtopic.php?f=7&t=12402)** for Cosette releases and discussions! -![asd](https://i.imgur.com/ck4GbbF.png) +![Cosette interactive console example](https://i.imgur.com/hIcaAmz.png) ## How to play? The simplest way is to download the newest version from the [Releases page](https://github.com/Tearth/Cosette/releases) and use it with a graphical interface like Arena or WinBoard. The engine has been tested extensively on the first one, but should work with every UCI-compliant GUI. From c348f1243ac548fc4e47dbc20574c8b39060410b Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 19 Oct 2020 19:38:03 +0200 Subject: [PATCH 156/160] Fix typos in changelog --- CHANGELOG.md | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 8f8fb45..2219226 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,18 +1,17 @@ # Version 2.0 (Darkness), 19.10.2020 - Added fifty-move rule detection - - Added new evaluations functions: pawn shield, bishop pair, doubled rooks, a rook on open file + - Added new evaluation functions: pawn shield, bishop pair, doubled rooks, a rook on open file - Added "evaluate" command to get FEN position evaluation - Added ability to postpone moves generation before PV move check - Added evaluation hash table - - Added extended futility pruning - Added Arbiter app to speed up the process of testing engine - Added support for UCI's winc and binc - Fixed PV node detection - Fixed invalid detection of passing pawns - - Fixed invalid best move when search has been aborted - - Fixed static exchange evaluation - in rare cases the table was returning invalid score + - Fixed invalid best move when a search has been aborted + - Fixed static exchange evaluation - in rare cases the table was returning an invalid score - Improved method of probing piece type at the specified field - - Improved time management - now allocated time depends from the moves count + - Improved time management - now allocated time depends on the moves count - Improved move ordering: castling and better promotions are now prioritized - Improved transposition tables: entries are now smaller, have proper checkmate scores (relative to position) and are used between moves (aging) - Redefined and reduced the size of Move structure (from 4 bytes to 2 bytes) From 6c704668331084973100cd2c6edf74309485aebf Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 19 Oct 2020 19:52:42 +0200 Subject: [PATCH 157/160] Update estimated strength --- CHANGELOG.md | 2 +- README.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 2219226..cedb88c 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -20,7 +20,7 @@ - Adjusted move ordering scores - Updated .NET Core runtime version to 3.1.403 -Estimated strength: 2000 ELO +Estimated strength: 1950 ELO # Version 1.0 (Aqua), 19.09.2020 - Initial version diff --git a/README.md b/README.md index 9f18c62..5e0ad7d 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # Cosette **Current version: v1.0 (Aqua), 19.09.2020** -A brand new UCI-compliant chess engine written in C# for .NET Core platform. The project is still in the early stage of development and lacks a few major performance improvements like more advanced pruning, extensions, or better evaluation. The current strength is estimated at 1900 ELO and hopefully will significantly improve in the future. +A brand new UCI-compliant chess engine written in C# for .NET Core platform. The project is still in the early stage of development and lacks a few major performance improvements like more advanced pruning, extensions, or better evaluation. The current strength is estimated at 1950 ELO and hopefully will significantly improve in the future. The engine has **[an official profile on CCRL](http://ccrl.chessdom.com/ccrl/404/cgi/engine_details.cgi?match_length=30&print=Details&each_game=1&eng=Cosette%201.0%2064-bit#Cosette_1_0_64-bit)** (Computer Chess Rating Lists) where you can check the best strength estimation. Also, feel free to visit **[a dedicated forum thread](http://kirill-kryukov.com/chess/discussion-board/viewtopic.php?f=7&t=12402)** for Cosette releases and discussions! From 2a7a69e39c6cfa54e1f1493376b977b4c7b9fc9d Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 19 Oct 2020 19:53:49 +0200 Subject: [PATCH 158/160] Update version info in readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5e0ad7d..96844d2 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # Cosette -**Current version: v1.0 (Aqua), 19.09.2020** +**Current version: v1.0 (Darkness), 19.10.2020** A brand new UCI-compliant chess engine written in C# for .NET Core platform. The project is still in the early stage of development and lacks a few major performance improvements like more advanced pruning, extensions, or better evaluation. The current strength is estimated at 1950 ELO and hopefully will significantly improve in the future. From 5c685612f85460874db929b60a009e43acd46098 Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 19 Oct 2020 20:15:32 +0200 Subject: [PATCH 159/160] Update readme --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 96844d2..22566ee 100644 --- a/README.md +++ b/README.md @@ -8,9 +8,9 @@ The engine has **[an official profile on CCRL](http://ccrl.chessdom.com/ccrl/404 ![Cosette interactive console example](https://i.imgur.com/hIcaAmz.png) ## How to play? -The simplest way is to download the newest version from the [Releases page](https://github.com/Tearth/Cosette/releases) and use it with a graphical interface like Arena or WinBoard. The engine has been tested extensively on the first one, but should work with every UCI-compliant GUI. +The simplest way is to download the newest version from the **[Releases page](https://github.com/Tearth/Cosette/releases)** and use it with a graphical interface like Arena or WinBoard. The engine has been tested extensively on the first one, but should work with every UCI-compliant GUI. -Cosette has an official account on [lichess.org](https://lichess.org/) platform, which allows everybody to challenge her - feel free to do it! +Cosette has an official account on **[lichess.org](https://lichess.org/)** platform, which allows everybody to challenge her - feel free to do it! **https://lichess.org/@/CosetteBot** From 5ef14c605f83890855bcafd4e138ad0d408c256e Mon Sep 17 00:00:00 2001 From: Tearth Date: Mon, 19 Oct 2020 20:16:01 +0200 Subject: [PATCH 160/160] Fix typos in readme --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 22566ee..78fa0cd 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # Cosette -**Current version: v1.0 (Darkness), 19.10.2020** +**Current version: v2.0 (Darkness), 19.10.2020** A brand new UCI-compliant chess engine written in C# for .NET Core platform. The project is still in the early stage of development and lacks a few major performance improvements like more advanced pruning, extensions, or better evaluation. The current strength is estimated at 1950 ELO and hopefully will significantly improve in the future.

      &9B35A{p!K}z(Uk&7XJ7uP3+ zgu$PP_Y)X~{d?3e^#LuG_dh=Zdq;W+1HI@U2($W;kTBf0g#1xYf1q@0!)>T{;CSk# zk5xCv?Bnuk*DH6iS>!^%sGo#cJ}7KA|4`ZaprN2INPoM7nLiI`7{Pi}?B9j$em^`c z+tov*7x9bX3idp;)Bi(+8cNyH?zd#19%(ApZ-y)I`$E<(-&ex$-*&J!q@O*1iu%`> zG}Jhw#gLs35o&~4zgrXko6A?@*O?vOYm-4AkbZ_~|4*o?J=^a^-;u1oz%bYs@=r7D z+&WdKR?vUcFTx-X^arecAN9|$Hpz!Di|0bk*WdKM6-|Wu0a2dqmAX3gD}BQCqrJAr z%cqZa!u@GzKkbKqRA1oc6?Dn#{UoS#;QglNP2Lsiox zXNvhp800zsUkv`nwGGyl81*j(eGu1Ih4j7>^M6{SHs9=96{AY$dxRaUPeim^tk3nc z*}BPv?G9_j{bZ&H2%J&veu59+Sae zpgj`i<8^-cFlF^sDew>Cd`3tZ@@3=~!&L7TcImEExbVasI4_3w(`D<-^)%lK<-xrn;%Xum`(uLP!|m1@gbk8BfcIUN7K09?qX(O*URyuyPvIWSD() z$?Y~(*~k<2%V@m9rcMFV9ALiqezytUig%vcLjKSOgLdNc)DHI{wZY)O347Pi6c~<% z^$pV3ZOh;Trkh8w|LF+3J=k-)tFju~zZ7b>GlgGL6#@V8eQi^hAtPsHvhzDahP8+u z?Q9n>rH*HT|LCu}EA}^aIcNg%L3<$#_J{K6u2rKaS*#2Gm7Yfo^)`$ztextQ!tNUf zN9}AH%>8}$?6i-vTOHwlGdLf@psx$W`b!x0GsX2uA;Yvj5ccqTXg|_NbpJEH-($zk z$^*MJVSU>cGka$3be=)j<7vK;t6Vbh2mM1&$)~5E>FigUO8n}%eZh=kgQZ?+x8FQYW^||6$yRkr??N1B) z6g)66*pvYJf$|~D<)t$x>6`S5e6~L!)Hz!Hci*O1m@nFo&VxX!9q$IiekIz6uC}p} z-}Ki!zUr?1oi**jQFtEv*WGC6J9z9DXeWGaZm7mBMNW?{Va8wGqQT+2a~vVx884QH z-ev7%g(00GAHebS{U^?jUj7OCLw*zH`l-M4l{-5DZ zL=R!kuYTihJJ!9r2372V;^f*ypbzI`kUq&cHQJTS)6mYn z#%jMd_eX}~M;?6OEDQb$pEq1O;pvs!jo@#QKEoqQGuIT21%6>ZOBmMoXs?9f`~}LJ zFsl~{4Id3Q8Khvv>Z?M-60Hui7KzT2(|9GPG<-@{!+3ULei{;H`9S|m-Q^8~MCYw> zy#B4dcWVjiSiL|vppSI_1@BYA|DwMo%<7TC0eY>@v-etoK8eqpFwEyq?ch(4pGNX) zIv5p>fd9**|1?q_HKsP92amT#eH)@SOk4!^i1E?LXhZ!rN747(Xx~QTzv|qnJ_Yh` zgCQTF{;55X?8j))ylaC?!=WANGkWH_fBRcI@E^!eV@YrQY0t+(zKilT9;j&k_|6u1 z9>+JHCY#^E%8b?DgvP5@I7%G7!s-nS!+ILWr*`G_G`?}+*AN}qDCusL?+vuj+S6(0 zWvF+ed`vDk-Sl?*4)%`rWg-aM)35p~@DKf)NtS~_T%s3WPns0pcoe%!f!mKs*%QGx z3(r>W#oaklk&BPDFuwFs_u=WPxkLgG~m*wj-AwNWZo37rhZ5XyuhR(wX zP3xz=>wnQ*rH=G(aNn#mhCh0PzMwvusSZ`TpJK)HZ8J@qeOlSRaydi~VO9?nnxzaA zR88y&^&jNFS<2XQ{be11->6S!H?odw@+@ZcHQ|sEA71Q#G>7fC35Q(F9~JY#5bSlc zm>-1Mem84}_ffxx+$hOR`sxS##PNpQiCr-z=#Y{z`Lm&tjv2zIzo0)Hf2i>(o0ToT zaGntT|4^?*y$$=;!}=QiA7O}h$j_l`oE)o8UxIom;ih#hw~X_7{21C2J^1ICY*v32 z4x1%Wm$>H)*c0|YY~GH1)1fhHe)RsZz^(=_*gA`a>AxkNFN^ z$ggpJtew%r-lzLmgu|Z3hhHC6BPmPyI$_8Ubj17|ZdQ4}HRlhkZ*V@t58D;(PutDT zBMOJ#aBf-qp)1G>{U>4WKUh26A0ixH^iyl>rk7yf)Zdr!zRPAm=l;vQ!|fdX(N91= z*lr#+x@h>_LZGKD)*^nHKbn)UFLk{HTOW>47H&=K-oWm+df8*S|FDmf;2J&x2O|^!yZLSj4$Au#r?d(Tv-U#-A?_1m*u(`DS2AqFJ z{TeCAYyP1v(nsuX)X-YblnhVEckp?_AV1WvQC3guzWWq`zsC8ETK3a$f7EG+Ur6t$ zu)^OdSyixJMS2L!(*N&-qxP5w8@mR;eg}>}I;h{0mX|A`KOBFwp!QC~`@zs3#uLKO zj{cS~$P343nD$GAmP_7Ru3p{?;w!dW?hVX7-zefI;e-*p2dAHt97E$<3hta}_Wr`- zo#hYHk$a*;z}}I5EBR;hV|8A_{uc7X>RQR8lV4V<4=4JpN>jeAzUK_*WwC$j(YKy$ ztUko{gN4>^j$xrgg4qAUgw`dFBb7dg&fntmHkOXhuDm;?_8_DIYT~-{+KZM zdwTxD$}59_az;@y}LV=8uiE8+E-v1*1(JDA*p^#IaKn9F}`ub{rOOb)^K zuQ>kLS)C$^)vdYyja@Wcq1)XF?Eid1hLcGigdx6D|C{ct@eb?;{3V<<;fQ8+=d_^F8*ytHg?b+rgjX`jxfs!}E|r!eC!0 zKf=I|HW=<#Y)cQzKiKp1KS$OdJ0B*rRo42Ty|!2{R8!lFt2~u z=}rCJsmpNCFVsJ~@mKaFB`xChV!K1PGebWt1bab$VRykw_f1DPwx2Dut4eB@UvI?o zNBiM2r3KB}aDEN_mHpw!`LS}BxxLy~-jhooV*=wN{SIC4B-g*a%Sw&{2QSm3H}7_f85^T-geIpfxq?; z>np=6sDHu`f6*VX_L-!ggdyL;`LX9&JSNQNH@-?`!CJZf@clCC#{}ogUahgB|NEeR z5eEN={Sk)z6Zth^#o4Iq?L_~p+b5=%Fz6@J$FNpg4C{Fs58s!e^U6Z@Jd3{*f?sxT z8GI7#Mg0Abkl|B!-i~3&Z_$3J9r%O!A;X6#{t#y87lae8s0`C_*Mxcv&G*&CY1Z$) z^Y}E;Lh^Rym_VLiI)y4;i#7Yq>m`I?z9>(Iwa6Zv4$azb5u&3;-yaE`UMqGOHvTh= zhx9uA%sp;(Y$N0&`2Hl-8LqO&D!F}4n(lh{?AxPI&qsbwS}%2}^0z3yBA(o}f2_bD z1)fL!oNPAAZ0)>S$p3IYll_nDRQ-Mo@d@Qe803rVoylAJu0FOe7x-r{mLFm87vl3^ zLWXsz-pcStiC+Ic&-Sm`^B^yjKYKo{E#~i-)X+s4*MlU|Ahg% zYaVRn{Bo{6sQ2*EVqTA$vTR{opOx*^EhWY0v4w=;eViY|^GLr4!~P`NBVniqp?_k} zGylLa-H*)rhkO(1o$_Gb>N6)M0e>+6Aq@To=gZpZe+@#Ht}^nq$Lk@UqC8y;S~~g- z{R{aD>W52~k<`oM9bmq=o+S+V6512PbU%oYFkhdzyq7+o?e+)k1IM5G*Sq&=$x-k< zFUpfJ>>pseYo{UUruud~eh`NJWNOb&x|gFYIxm9j0awDTzA$ZLZP{x5JcuvoucvLb z9pM=52lGSyoOUH;Q@7GG$mfw?({2~MTYgFd{2}48^iR8c9{8`la#3Eyur9D(#qp>8 zDN8)%QVQ~HgTcO$U(*%U9}cm&4Ez$`FCt`^?ne<$Um2Wc_qYY@iJo6Aaqq{R4Y1xM zyhi13lE3Kxlqmn{p^_1!T7-N*V|x8QPo3`aFh9%>2*Y?dKf=5|Nf`J~{r}9cxLoy- z*NbO_L_IxJ-39u?`Oh>s_vCM2KA-Q*`TJxn_V)vf@}6a~!12tF3ZM`Bo8=lay~z7D zvNBivJW0Y-k!y1!U=%!F$|FX0ziu4B*qg8AX|ZVoQK=~oK@ zi_fPB34?v3KC^azdY>>~pR(ua{zIW#we#pnb%!Azzq=W^SoN zxs6U|dRc06`OK@Bu6Z(6Q&O7rVP1=_oomZYzW$!S*KhaEQz;;Se1HC} z+$@*LpVWsCf9Bu%w&Hxe4ZHtEI6vF*ns!SAJHIEK|5SU$orM-CBwtJ6!&^l^@IpmWVU%aj6)h=1Nfaky7 zHfG~Kq^83BQNG?O^Uk;P>H+Zx$0N-1JMYu+RVuTtaQpCCxOA}h)eP_tM&fuxnAe90 zgM6`n_B?&>BV^Ch_gg}rJ-zK88#aQ!L;8KPuf~N?Y1ZAAKI^9Ql3GcOw;NFDbf$cLOf9oygA7NOpV1El5r#%1FQ*>V`zQ1t93vZPbr(wN@_OkG# zLw4Hwm5~47dUl~uqEqzsY{<{i9}-rGBL4f!9XYq;#$Fg7`}d!n`+dK3kpj~v|Lg~j zuF0)3n~6UE-?EZD#vX(5k={jJ`c)oZC&%rJVYVMe82lUN2aATUJ2*B!f&0hB5>gtO zMoADaF+W@^YdT?Pj)%Mo^}l%8$WxRR`Az#TesYZF@o4$0IpeH5mUDhD|NG$N6~i&$A5p&ocPBo1?-&6X?RSODwkzW{ zitdB56zeO)XGxxfA)erPD|#nxAJO+5*c0-9#jqT=RUP_rf4X9X=KU;r(f`WOephUI z5WK>64&+NXpB0yuMwC^wK>m&S;EKmqr-Q6}bAGQ}duWYTr5}$6E8k|!d1X2U=7;fY z<=<+vobk`N{0M_TKzdebwO{P5SO@&Y`39M{IP7Za4f>7r2OUvz$onnIe~_M_%c@)J z1^@Yj)oN4s3-48Mf3n&o_pWA9E6*=hU*2=!w1y$9H?hCfU#EY0uuT&7bI^Yf27PLS zCGNGwQuIGPAw4haLG%y?`$u~V?m51G@&(cT(Kw&rIH82Zok1{veX+a=6Nda0<;UKq^YX$q zIU^fJsilIwp?$5L9ltSu)LzgBp3uY`otF<0nVXaQ_pkkY*Kk@StJ`l252pWLA>@ac;k% zKj-~S@eGCY4*32i>B$@CKYq!+?-Mf2_9F>Het`D9sae-&nDZMLAMJ0mLPSGNL>Sal zhl=?@8192Y|3Vn}(FTM4;Cxs+-4`V!4E#j>VwkNzHwUZT$ewo|^oz#d^yPj2w2|_3 z9$dKj@s^dF9Nb~Ps6U&F$LwvEGlTUmjn}I3p|i3HaE zKYDXOk^=Z=w6Cq6D@)Ix*ar0C`j;@zXSSX#ZB3t(1M#-2n7@R%K5VV-{`pkCE97%H zpRJ8ACS6N{`T+T_ZH7$)n!dG%{U6kK!tlKi@-NIf)-~aA0sIffPTW6X=)d2;804Y% zF9vzy`k0=Fd<*rR;b@v4VYw?rAM1Yy$(Jz5qYXXmej8y}xctdy$FK2t8Xv49hv9@a9bdoM)x?3A6K@VV}~wJgJF?d>!QxZX2q4P2vd9i_eG8b`#{i41)Y= ziFkg5f&a*F!l3UcFZMj$?)A#TU^L&G~(|s|*@NZ*H{YUkHc!B%PgrRcKcdqe?XK2NkRPKzjQI6yRrg!UFdvlv_P)srK9&81c#rl*7|tuB z|0AqK|F;*i=g*LSu;)Xlf5Ln{%i4X3UczvG5BW(L_6HG1c33k1)^K}8wqF!!%m`O`;NQsPlPQS&FwWxJL{^( z?BAdtn4b`ac#Zu>X;+0umu&)lMgJAmt9DC-#}&0Q_B>*cFUI>QyARqg1`Ys#@`#E` z`84f{C+v^ldLXK4kIk5@40d0RaHptDO@CY*DZ|z)yX&gXe0tc4 z`*(&}{bYAt^~Q;=L)d*vLWWtszQ-f%*Da;v3T%IUPvZGIvG$Yr{^y=o2JYJHO(5Su z`u4nTmRyxy3GzYx-cwzzd_rzEwCR}`}vXo(a|#< zd#=`m{U(gp(Z72eU-McC_9yBnCEkm=*zi|#+e_X+d;mc7I8B(@yWhxd_x zd!6nR{#9543F!HQ!A-cUb5``#zN zK1ga$BYf|J?fYgmtteRd6YBA(|NE+IKNUOFKz@zm$H{5C%-CTF`4&DOrx&m9Ro4jX zgEpAw?{U`$=2d4$K>mjQo-o8Stp792^pP-+*MuP-MSI)dv24utbqPG)$4_(&91@%f z^FjX>@2fjOYRwst2iiAbX}11}UvG6hYmqYFA0rI^N5uKXUzVQ#vECiV$N4104PR^Z zdNufWjJFKa{mMeZe7!`NpZ7^fESTi^{5H^o@h?H(v)_93SGgn_FX7P-Ym1Lju%5zr zK^XJ}^_#WNV)Wqie0@OeJRY#;+4?l$b?nukbI~v#toIY<`$Mdq?*A0BcD7%ZQ1S6t z-PXC_uh)y?9m9#V9!OmJG4z_5ufiv)KM@A`V}8uqzmfhEmU~L`A#KNlR zbsxs?`p$ugQP1i(JOh7&@;OjbmvGsCHsk}iemXe##)#%%Kj?3gm|nuL{_p=UhV?$? z-_#EBLVh0{-z>YL{Y|K!V*dxX`bYlSbBFH-AB>9q&_%k6$B%>mk(E-36b)4Nmdz*GDWPO^uc9QfO3|c9log36DZkgfuh%(W{qBFy z$62rQ+Go7a-L2@HR?!Rcf7HL&Y7eU_2^)w{m_HE)`J+7&2LFZn#_H4iDQU-p3J>Yn z`*3=WC#RWRTYXLOD#hpHp8||ls_B9M!2aUq=xthLkOumX^q=TudFH6;6o~&w&k4%| z(v9=qNX?d5E}lPOSifLCL0E#_M?W#~SyNb30q7UfcjEHY!8M+u_vfj9#PIzl`iB#B zUcryLcqzvcJtrETC2Y7A4fCb?h&!!th=r<|Bmp zekLnt_jg(OQL^`w7Ari`gN7^pr14LNXN`GsYY^xQ%Hx!+dB;e}6o@Z4-l^F`PK6X( z!vDjeyieV#>7|>k1NMaYbYGp}eyL%6K7_$OasH7#QNx6gA=o~HKp+XefZI6lK~X+H5>2rgzC3=7 zRa`d}`ahX8!jP{~`HQCk*|Iv^o)aSD<_wRr%!~ zz<Jqc;OijwmBb9+o&;Msk%&Om;j>ca5@y-MV|O0(}5E(m5hH|i}^ zTG0KXczlM}N)Bm<=So=oi@|>*eN-Rv9n??4T)!A*_i>VZPm9QU&@iIwZsHySWANWD_D;zc6^$dah1m_Fqh;O$Rwt)X4Eahb?du%P7pQ3(V zL=5(W{V~k=b#dr1-~J8SFdu5aE7-^Xq7K{-MtrG!MBiO8gTa4cd%}FYOI4><%#L~q z{KkCXQf-&4$>9cEA1*8DrEJkog!__6Kf`Q4^YW0pyfz zrj-3R)MB+6oZn&nE42@;-Qc|CCefGLd#1b6^?|S+!SPc2FBm_4elgzsgd3oTutL(k_w5$3LAD;An3H}1lLkWX^;Qkq5h{wo}t0S6!Es%Bx`5?W7!Ji;~ zSHD-p83s#%JgFQp@CWUU${}Avd0+2)Li6VaQ9gz3uj?NlH!wj9#>eppga1SMUJu;U zQOemH%CZ0Jp(Ul=OGmNylhUs5-e>2ilm+LFxPHHW^p9c7r7YOr!1gz0q>k^AcOUXy z!Y)Z)*Bg4mdKkyQu~7DXTjxsfzc@Z&SpT8^-dNXKHD~N<&*SUdsRPy#`xl|xW|_4LH)Xn$J_tju?KMn%&)17W;rRT^Va9O(AN#)0`l9-RN`aL93euP24PW{^+?CZaF__)N%cG#Wnf3fji(Ebv` zN9lWKhM&=TgD~t5VSHoQh4{_t)B9m*>4yfFFH8L2{X~XYKFTmVpC=6Y8p=2Qq**tk z>oxqoOoq&<2ybn7Sg)YGGL*Y&S$&!X_XV+jhWfxM6$+Ysy_+#8JaXXf6QJLy4;jl$ zC!f1D5ALU-eiDZFU-5i_l{0^uv8_B~`we-pC+dIKot?$QuS0)J#r(`b4DobSJN%69 z6HqzmKjt5VA^)cFuszp5Du?)v`jv6+;=*~kso+o1zc9@FEn$9MMwoxUlX07GuL z`Fc0wabQJw{>T6Er)0-Yqt(U`zfs>Z>duDC&uE7IA-pe080^a$=ZEF6-bDGca&|t! zFq6kEx#pFCfM(<29c9TZY+r^Q|RTT3%}1?X)+S)7Qs=Kg0ZyFxV5? zSEgJ`ddL@P_&*EOx6I`H>(d=~aCs2s{+*RG`DFf{{(4)N;r#qMOR0Nfg{L<73)H8q zeq9&7So{L|L;ugP1L+H4@IPq(teou^Wtr@WTJGQikt9GBJJzj2J`GlXIP5%oVS zr+VF$`cm%Sv+CF0XdY$7*V_!Ucyec3lHR%#%fMgadYWPOJrl$1zTKU}Gk%@7oX__Y z2=o1q>^UYeH6gcPzDRHO1;_gQD{FusxV|L}^tUVL`by>e`wfO!K9YT}(P&kk=)Gv1 zZ}x-DYm@91`2FC!n>+dZoazkYVfo$5)g$7R=EM6(DDS%kH}=o&^p3s9m3H@!`{+R> zexPqyKSyDY$M5iC+@ItajP~kwWF@SRu>9VzcgcDOMBi7S{u1WrJA`3=RDW;fKJ|)O zz#poAOM%22aw)MJqg~{vRx#8>IhxCEve$u*xC1cEJ>oKhFQbkKQY9 zeb?pr0AW>g>hGasK#<)C(RvyA^Kh<8$e3ZiVBdt_XenDHtOt4H_>WxtC!fqe5Bt+t zP8hyl!0{f%-F-VR;xx=JRO~MZ!+u&j4EdBzyYf>KR{vt~hlc-RxF0y^Ukvo2y|Vt7 z(t4C(9r7oP9+n>yR`q7{sp#)@qIv`D#~We)h2CEm7k{m9*=rF z>Y3{(&hN*T{dXBkJ%{xbt~VaLG%lZC@|FGHY#L#HKJ-|)G<-+HI-Q(OwIK105T>vh8L|3gSWVeoG_UY>rO z<;Y?~P(~at&wE(y&bxB*gUMgy{r6D%nD+|UU#0pN-dCqbB!m56{+m~P@W_An=0f~M zeaLJ06+L5aPacmLX6u*y!Rs!C?6l$gzxgv0ZR)SM@bx3Z^nYz>`A-(4-?<(u=LHcR zehh;@LHV$9dOwVn1AmbpRL=QNnERWj%i`AAb4V_$SwjYceWO2p`n7L}#Ckt?4*SbtGUA%WscG2yF}A257``e!(U=q=Gpd+Iv-0_YF+S28oj$EDJY z-)AgYv(G!u-vj*HKr#Oa1HUleDcRobN@(hGzJFix=8wzp0(G9Rl}?E3K6J`z@NX!e z(nie}-J*)PeU=&bIj}7K8|1$@ewkVR^wKHA`T0QEL6z4%3w5~umSxB)?iqAc<{i;r zRveRJ<7>p%qvbu~>neMO!~Q19|3xq1S(AfiupaCyrk^nEZ=gRQ%=Mj>v-?D>{1U~7 zm&23)W+rJtyhD0luFxL0?1u)(8}0Sw>s#ln4mN{)(H<+j`{oX)$%Oe54j7m{vd>oV zFGybnVi=$Bt&#_yW5@II${yQQz5WbUa3KCwIxb&wxBfEZOE_NT=~qhwO|FHNq~p&PkQa{kYGPU7t+6v9KgRjIiYlp+db$O^kHhn;*M{d6 zuD^`u`$dGge`DqBz9cJW@&EOb31bwzRr&hzb?ohl-v=4<{N(k8?QsW8MgO;l`4Ph` zpCb(M2Iotd^ZQMY_a{HAl)`-`)UP*vY##f?YVrL+!u-6L;i1&un|1Ho)@>LD@s-(m2yGSU|1i?34;YPlBK6+R3Mel9nc%Oz|>6tV-o9CyW z+-+v-HMPL)Bh-&iJ9S>gtDlm4N#_9!x6u0P)7j_g`8`Gdhlu@u?)Y`Tt%L>mcfxU2 z>uzg`-p|7EK9|o;_B=Cz>tCJ6&Ey%bqWm50moTgcFy7bIXqF!C-~jbeAL@QMB@C!P z3HzzY55f?gasCV!(D-$~$62Up-B)X)`Ft7vad3s70^}#Se*ZGAo7BLe<0RO87~aq7 zhaBA0(nIuKAJX#$G3@`~e7;098x;;0eLsThO~QQt?#s(ywP*f+!QWxLBh2@+zM5`w-aOZg_fHt&8_K(WwO;3wCSyUrQGVa_=N)jb+X(&)*WZL;KcgLn z{?LC?IpnL@AH!_@Oc?G@p#S)G%t`X7`%BorMgB6(&Rf6TY`bfF-3asx%Nw+p?45q$ zHuwYNXG3q}Yr9oPDD)-&K$ypuhUh*$$E555|A_Q7++RB^X^bh?*M@KUEBktGhx!g; zd;7jEHo@D!8OkyKe?Ms|X>T?F$4kB<8D zqo15s(r0bpH|jrOh_{$u66W!XFvRzE?YaM8?b&+&$KESHbj?b*z5O_IcIwb2|=)a-9Fqx)!6*ctajv2?Kv|{9hJ5oye>M^QKcKk1KtjheLL+({iB@)7GR!_40Zq>q$#$Xa6r@F>MdN*) zay8d!BIY+aC#cs(YNM$Fb<0_m2oH_XrePku7mRgU5JPJzF``O6gEF}_!2 z#LlM$GCw`e_PVLY>{TG^w10|Hel$Ce=a~L~Mj$(HXnD*iIkw*=kX^aP%r0+%0 z@CN%V(f6DBBL5>G4EeqIeg?y;pU_?zX88)k>^&BS!QUZ2s6WtG!Vw+6zWN*p`b;=6 zCMsOI0sJ4)b5mlgi+LlLm!gr|{$20uq-Z}!pt!(#=G5Z*Y=2Oo7&={j;j$0VUq3PZ ziu4y8*6%RnYv+S;Rop&1 z6eh%)K8^!_yhc18!%nzAAs`I;kNU&P>3%gYr~j*G81zx>uNj8-Pf@se}er}eHMRsIjv_H27iI{t9DiW-hEdz*su8fOF&qn zmiR{){IfVduyT+Oj!)%aA2>d1|BU3#%IUr`Z%_XRFHo%vEZ3TPM26ni7pP5Mk^Ii} zHRvPwbZ9UBo?oEurQK`qfLN{{>i2(q znQw6o{x1UMr{1VB{LZyuuzo~+>Nv@LR>>`42Q8wvqeFtpp^8She?aAH%9i%E$^?By zes$b4C|WJI4d_9CNEpULf2AQeC$M2nM<_@A)lezjaN*ZOwm%`zc=BndhM_N%V}BZd zE=z6-R$%#%pp)8Axy7~X!8stkoz#YF+27p*{6>G#smnQkFWn_zf7rg0^XTSH_1~dA z)vpRS*IgzJ_J{K5T;r7E9(EYygZ$F$J5=||li4mrg2QxE9uf*k03p{=Aj8 z_gKCs(A>9UN2{q9_+R9Q<{@F?RpANnpH#nj&f$wIKSDWN!AIrO%B&5AhOoHz@ zkw0A{4h9^HU(fw}*Ou;03Q`-OKb()2eurbl3fqXt0%LyNs zF#8vSy&1H_L-4*NZ~p=JLpY}O2gBg+asD(O_;aLJ`)S77p7M5}590G!0b$U8jHlY= zH#{{%`@#AE<<&z|zUu495i%#KeUFxG{nb}OK>v|{J@*}vu+tj}{bBz-6Sq``u9yJ) zLw@wkNE+I8e_!Ai>SwR%9se%W>I(XW?R#yUv0HdZ^#9H{ey?ZYH#_b*0Q)CMfA3vE ztEO5SK{?jfso2{6b9n+_>`&*1a8~u3uUy~zc3Ag2P_rwW{s=_iONY+HXeS z{Z&JLL;S`5`bBwJ^%UB|eG2jW?gEAn;(bkqf!@htc~CjX*YaNs`qd6Yd=Q`au=bG8 zpub@KyOV!q{XHXp$M8a2fAjWqUqaCD>=$p(&0dh-qW5$5FV1g()d!u@HQQi4iv1G?{Sxm_2nch3G{C)VYLKkxd>-|KFvJs_-+;&)ex8rg zx&02*k!#f1(hc~9`a3X8-&tNLI=|Hs%Xi?8pAL<${=j&y|6+(|?aIMkkzT5=P)GE! z_H-Xkz{(4WzJb{fCMi670{VjUAq?jw$X~+Te=&TH>~mn*747K%Y=B=xKVrD=g!aqI zb!h(j`6G^IU#N%qp*#nT`ytoYSCjpJkYJF%36IRb;_>8Ra$H ze%z2qNl$kEB4C*A6AOm7t{Jd8G6B|y*q>p~oX5*F;@J6`z|h4hH1SzIeBXrpFr0Pr zRTnFJSpO4tTU1|{b%w7`4A&lh^vv@FR1`(gb{ zbQw~UYI%e5^0pMDaCc#8ZX4El-mvifvBDlk4#Xj+!q z4EYN6hxmW>5d(jTp4(meE^QKh&y4&qZd!Wkqh%!M8Bl?S>gDGl~F@re**boR%MeS zIiLsdpKzPX@bxoW!5`pw=2AyuC#f`m|HX3i6PX`g>YQiiNdoiaC3Ra9vmt&^{nF&o zO_%p7^(T5pk1l-MwP&7m7vkUODMbQ&h8Hg#+!b$>{mS$@>?t?%=3ZqHY)P2n@mZCu}MFZE8mXuB5tKi0Q%vR^XQrw^AWVK^^DeY1PHLC?W;B;S9s z`*`ttuT3ZZ*S^h55HfNp=r``SO!&|xa>(8a@Q+CUgiqGLHYAJ$dT_jnI!Brhx~HhH z_0PnYI+}IPwjiI8Vt(0o(l^?AGESA{gZ7TmO~bq2hx={VpZ&6!$rTItvG-a8_B)3< zWhTf^1~o&N|X8%NepyFL`;f%@X$(zDYf%OJ&0M4!W4=c^4- zhCn~^&mnB z9luSjjjC0F_wF(OWSGfgnrch^{4yQj2ipI%h$;4!1rq_oV>`NaF`iArnhI|qE%P^ha3ue5T z=c@kqC-4jT;cW1zgK^mti1&o|DDAGi=>htI_U()qyepsQ6lIA z_4j*z?<$uikgp-XW=fXi>u*(p_>Sc>lW%^XcDDnp53oOm8NX(Jv5EMQv>)=Bd18Gh z4Ev?H{$}_bem^c?^*hu0o8edFuULJ$pTX*bf1~knJRZMU`yPybEQjwmiT|17lOWE|FdcfZnaoO06)d| z;RJ-){Tacm&vsjS<^16BWA=y*KbpNSLjJZ?%rAxuD4!<`^TqWzVc74){bW{ua(m3z zYgEqOV-n21WV7{VZ3O5W=39hezU?u6A0?Qbn|7H zwy^hr1%$!BA-#m*d>Pv_%>4V@(C=@wtM&suRK7_tPugfbk8ke%`t9+LJPP`O=Q)J= zejh8R`||=1OP{$9gZJ_Ep+}k5gXoM%SpOh@JO_7lxD)t*y$37seBe;@u+Mm&PZI|J zjr4dvNRMb)p9%Va{PKMD=iHu*O73qNX6yHPc~*U6!-EvNlRW1=UwpoAndp2S;~Qb{ z7sJH*!piCY*8~iI!uul})BoLZe2U~t^}$|{-}Cj#M*SB)8Tg6zNtpY~`R2JFyw`nT z_h|(4Q^I2Ybh^p?p;y1q$sQwB_rp63o+ks^SYySPrmCXzF)pTcUI`93F)x@LH;is zV7RTV_eXaBLa;D+Ouvg-Rj~d*c`f`l>Pz(4D84>nnC_Pd7RmI{NWFRi#z%fF>TTX; z9B&WwVmw;pa&VZ-oHp<`31ayWhVlXbV&EV816EGoX9-yQX++PWqCP{zD~AC6$REOB zKWLwe{Y;uBbx#J2>u17zKa4QXw-!hCUQlT^1MCy|v7}R{@Lq33?`>g!OLS_S^A2?Y z{Y3dJd26&IV8BE0A4o4@pdaV&E&H@tYrF%<5BE0-gTKfAz2_|$`0!~o%pd#rj#^#0 zcUKzNAK^E*{0=A02l-qDfUFt^#}$ z_nZ+S>d&D*&c|1JowupNXz+)qufE>B@AuDt2>OEgJ7I`-NWbs8_c4o>*1-HR{`eMt zy?N=fJ;Vd-Z&{9w#^$Wozz@u~2y_4D*KPV{EB728U;TWK^|SgT`u`lH-!Is7|EbUx zh~Fqb!f^hJ{P4T4YHSkF2J%7sBn8n7e)u)dGyUNv`u{`J z7k}+9Cu$Zv2Ytf))qna_-QxpA_vx{|{|n_`$@jw`|HbkBKX&M+CA}T?JCMEr8Mj2? z;yg}2Va0LOo-p^X0Ul?354`gM|BCz!I3`S)8*?4g)+--h#BuAvj!e?}ws7t6cWm@hbQ3g-*Bz9Y=@+vQ6gtA}@y0ewM!EU)cVley_G zx355te&f5ETSLBx@?YV*Z&KyPCca)+v32=h`=9{6pS$8#-M5yOR^S)XLm1{q?eq70 z|7q*T&v#aK>Tv7g?Nz{UtiN)Co6Pp5dq5x1eh5Q3@?+(q;U90z75!f$@|Q69C#0V+ z-;ZGRS$@FqGookZhHJv&K+*fjG=8OLZuH+`m=E>;%503OQ7!CmBK<+rzUgLLy25_I zcrpKjGOiaXL@k2-Th!-OLpN8uolb@LX&^2q4EBos5r*?Z9B-AaVC5MH(S1eif7ObI zL6g$fgS@HyjQ5Np%EIeXuwR1o5eEB0 zeGRTHHP^Um1Nm5AF};K#UqpQgnPKtfw{|+ue?mOUJHKw3$n&ERUx^t77Zntjk$#4( z{B~$e`h*TTB)^a?0Yf}`-{Jmfjlk_8?tY__Lq7g zl_{o&F!&2x4-f`_gZ_n;&nJE`Oy55V2y=Z3%}(1=Xs^Wc@z5t%-$YNck)r>%5QNP< ztbIvak=sw$wQolk*2cm47V2Zz-9ZY6Gs=`dlYb$s`iJ)C!WX{`UA6ip=pW99VYVL^ ze&%M=;)i2F-snHV>wbAhxQ_?_h4PM=(CqPR$~%Y;sLzD?dLbgk;i=vEFqjY3M-2Xg za9QlT2oDv=Z!o?_yqKi<+w3XG5A|nl#=XUR+9rbiB7JL1dgPy|xeDW$FMeLea04r^N!V!??*#J1d~Y3MkUz$Ih8aDC z`Ffw>9z_4Tx(maM%0>TIf#a{2s$Jx$`5EjP_e&XO=Yi`LB4_Jg`J%+mAJ+Gu{w67M zILHI-W4(p^jB5(rz~02)hYJ|arunaT)zVs&D$1AeJdCgmeIFuV~Eue5eEAf zzvm=in7%gosYb0z0qSY-InmQ1?FA z1KP*teGl_PWYysRIT3Hs{1QLy#!Rj+TkiGH9X7W!_;b|vts6^i?^SvM|Bzo>^AC<& zUg-+{6WcRP|DPe)TC@Al)&LFA*Lz}q5e9qk`xgT}lm5lvU(Nr;U|$3O#XLSyfAVXH zf7_Jf1k2|k3X)@49 z?VFn?tkBGW^A+rWd*>V}%dtri-%y{n>wf(-dF^PJFV^2acUbE!e^LH}^4y`)E5~h1 zh1zBO-c`Ubv!@+>-^}q^G7$KK{M<3>WaqqDMj&70|BfB@N2>gKfqr3rMwrWEN1RLB z1``#~cdCEe<*|0%4LI*Wd)Yyl#p9hL1`l5$;{oSKNZ-zBvra`P&E@`TXRz;(px6yC z{}p2X6NdeF_jXv5^qrM!kbW?%NBr2OV3xA7;g4Jp$&=yfv|eD?m-xAB(CXO#{I+xd zw98&;d)wN5%AXX)?{f$UD}0cO6w^Z({4@F&R)4-kzkkaizwGlbhWiT0Z&sh>_k_XT zk)ONPYwKtmTf=%5>+e>Pm$9n<2JsHe}{(9J&rBgs2$WMl6Q@kJy{uk|uFz74t zht+5M!+VY1$`+{A^ZazLiHg?K+$k_$%-8qE7H;p|+lBq#s~~3Sw4|Ft(f%*;Kc=aB zH}luQeEqX;K$$}?BmVyaf_<^g)0UlG%H#FEi+``W`>llg7x?Y+ck? z_Wg?B;7QA$zlR=y^CIN$K|$}9Mky1x|A+k@>STX8xXUT-pAI>c+RW*%3;e|Thf16# z_jA$!dNE%)RC1vyY{?_wC-VRBz>J_>{Y2|IU9r9#&iAX9QTiBs z=&z3C*zDJwFbwv8P+yNUM7;Qfv|6=!c&q_`-=J!30PirvItPq`V;Czm+ zH++6OWE1cc>mSd$I!h@_^nEhQ>-giDRee+s!h7{k#q<+~^@Y{H80^0t2Kn~;w;b|c zTn|utem{!!Pv2V$j=%8l-Lhj1%pd8CGp^larT1K68u{-y*R^*uABoPxF#jXW*DrCE zQtE%MuLO+xz%Y{^Ver2=KUSVZ_IASfol@vIJBXji&yxdY4Vsp$4EvubAHtBoQu%~k zr46%s!TgclllP{Fy)Rw?>t(dxQ_@|72Tz#;S*WCmR1$(hJMNUREGa zwJ^lO2k7?nTxqh7)E4A;aljyxIjE83?$6FV5 z5dA+iwm-9>YU@#xoshrTi{(L>&yO(JE6#^u`d&wHW=Gzj8q_o9Dh~y?Hk#1>}$R81G-S@Qzmw`~Pi0{Fc)a z>yuR>UZH#w7RA{4Tik>BqP`>~WOwU-NCor>+Y{#b6Dw!yKf*8{q$hFULSsEgC$J~N zL;E~js-g<<3;C6Z7|L<{#KkW%Ts!@Ma^yE*;3t&_@3pBgJOcWJ@=B~cbL8>upZxsj z!mX8icE^9^^bwY4_t}%ShHI5}=*HJ`Nl$;tjM0jP{&0R5Uzjf$ylEw@XR!Z^FPEhS zspi3b5~Szi$06Zghc4juaIx`se&+K?xF3b{xfEiwH%3Ra|4KN@FMeu98SFO@-VoCz zb^Ug}Ub(d2=EKLEGH`y2^JAEupI^GCqaMF87xpWWK8D%;+~v87qwK7r)hwluzl6a* zqJJg~{sz~JtepOjOu)+7ehgvQ-=Y3)?)#wG?KGcnvf;(?p0i^hULd{64gDgerv`&Q zBfnA%Jp%oPsDgjQ^<|2CfYsNhyJ7x)#r92@e=k88^cCkv7{)_>r))OYp7S&b{6&9k zkC@wA%83+TsaJs@zX{^^O5-HLRD>-mX3Wz1n|pCGZpd%k>#QbGvO@5AhZ6pWT??RUp5t z7WjktRa*CeqAKHLh@ZG$otFB;;J{lyIUiPzSoJm0pZ48NIi!c^J_OP$=;W3#d8roU z+t{DL-{O2}r*B~Ys6T{3e^5Sx;JPikcSQe(hw>o|{*d~Md}^@0vI6`K@=I{?{2MpB zKRmx9%-%l|2u`o8P?yw~nNIT;d~Q-vd+Q)|R5D&HPr{NjB*ouT3mA5gX#2Mu;>DnU zG2|ER>ce^)<0I=ohW674!+I0<8wrCvi62N0>iwFYG2e_Q>L| zeE&)~>vqp0E(iJkr*NL-_3=@cV10r1Ls(Xy_#q5dJ-t{`oyYT=Z#rp2jI9Ct!}ysl zZELw`dn4ErwoiBex^|qEzCVr@N%{JpD*elPn2&)|IOuz ze=q&7+|*aDVfT0Nuh>4rE^l-n8&Q5w^}VkYXQ$b7`^pIKQPH4T4(m^pe@2YNO$Eu} zU|(ut`DDB|Iwc>e3igWnbIZykI#{}p-(R^E=zJkWYa8T$*q$)opT2F7;_g$Y1@?jR zCCu&b_T=!;H!DQ<<)@3sBMkls>1CMSPZluD;??a)b@!*T@jPF<9Vb}bdFLagC1hWO zVZKOTW=~zkC*`dmADmyN{=VFNm7RQlA~R#TvhUtxzW&J48oqd5qP@x)YM<3_%>0vO zqVK^`zwS7zoW37=3+x^FLm2c2$IEuwXrA`m2IP6?pMk7?`32(K%#^kyB|pyv>E$<`1Rw@LYa}E|Au0D5r+Gc zxSvTF>ZATVY#iWMI93w!Ub^u-qL&AexD`=NhYOQg1(}^efnaG{)aq8_FlW7pzChe%pWt@`!0e4pPl|E z=bYs97UT|=3_Ng|z0V{l962FjZHb+t1^%`#;3w(w+7ZER45Lm{D9#uG=IW;{apB2!q(SxBe#cVdYXFH2h+fwQGU<# zyxvUv`xyKs%J*4g_s5sU#U5baNPn^X*2wx2C7ACSvHS=_fBXK$AP>B6%gX8h zDFlRJewc4EytIA)Dz!vU@rm@z)JM-aKZ|cYIFe+t8T@k}9Pe@M{I6a&;QkKIzql#e zc;V^!kgub@5eEJtE|EO<%*X#Ik5?sz^G&Ob@>SV+N{Qj(QR-Tbz)$2?N#>4YH)>>o zUhKc@c<$@d=|}nZHDwP1uTQkT0sB{|Z)N$N4p71UiSWaqJtaF zuiSa%%PR~2Og zeZBSu_)pZ&iVKbt`i6V)^V*6#HU$|QU6mS%zm@Z3Gh4jcqz@6jmCHPQOYWM0JW<~n zrvEz<*y$3`Rr^xFyONBgYOZ}Pu*vn|Ts%XcvCst>}dWXsp^X~~TzRhez89KE-LzM+1a5) zzX)@B2?M`SKCJ!>n(teqJMO~^8i0P}&s%E+8~4*++56mrx8;YtcE+s-{YQEUgFnOd z8)0sLtel+>zU!B=q2HHgh$lF|cT3t*O@_sQz97He9lfVw7`|4C?cWoI^COi1yR3y> zTT6?;-=e$;L;l{b9O5tXyQX9Kk>vL#iu8Y#0>bS7ycy>4sHRg_rMLn0;4hIsHT`UB zT>lP(c!%<3nB9k}nQ#34R(KTHKk7@Z;mh|o24?bnzII8h_XFdOV82LD?SJQ||2?$> z{=W?8UzG=7DsF!tJeKJ; zOm+l)$NoRWb?jKYcO9&^&_8^*9As$qWfM(8F~|}bD=(t_c3(;_4VhA;QXc? z2Ky&`bNv9VIt$oe$N7JJ-~GR%l?EVx^bZWv|7!>sX8WI?bd|e|IkiRAo9O$r!Rh^$ zS~HkG_Qx=LPk=CApM1J(dwSVtFBl*B@#(>mKAS_HbNl{O6PTjk<1O%GfH=O@ncH3* zvF(|tu*gLrmz8?q|(^G%g)W`3GDxNMXTLbG? zjKAN9j+8Nsv;g^|eSOdVuB=`%0py445r!udJ%r(VM_jLduPANOTe%JV2hRV8R*%WK z3%+oF^P@KT^z%C>d4AF864}$u$ee$#**GhC;ng$l;9szP^CF5zw$Kum8R|F`BT%< z?&c>{7ju1NnC+)Go!xJ+!T2Tc8{0P}_({t;{Netv>5s}EuM+o+V{kMEx-ex>eAMW>}{rrjZI5R+h7swO&`{zf{f+E+>Jf62I#yVT{ zR08@?UaiLR%VVtL!GBzl=CGa-&rc{>(6sQV%x>n7g_5OK9%o%mn7NqV#PVYp^uHZu_qSR3|N6)NAU_i8gHWo2rF{IJ0y)Y*g;G{0Y^J%5fb&YRehQ`h z>x6w*WW)Tif5M<2;{1k{Gy4`wRZNTxbUy>~!ud%L3A;E~^^9B+#tWgeVY$I%$G?!@ zVteWRAJx*Q^#v@}C!vh~h)a8IkF$6xlnLwaeC)Le%lCvb2@c_c!-c?av3wW?dEwi7{+=eHxUxECPExmGF zePA%$Kg0gzB$|f5xb~U(3!&U-)lsz{ioidM^AU!@Um(9(IlZ4Glygmxt#(oaev9pc zVaOlF`H@i0H@W|YyH6n>ogm6QRg8I!c>}OJc!6P1y?;` zF8tXSy}vH(Fso>n)vd#z&*J=#VUQ2{3o3{8AnF%kpr7c&_K*)FR+>5Pv0+FGoIi;D znNZ11>5F1%EUaHpo=V;>I;$PWLcB(KD5b?7)GDl%qVE-j3{yTWRC?U?%a8{$a_>l= z8U9G}QojG{h~TUj#50ti@}umWBT?PC{FSQ@vN_^7A z{oamj|Au2a-xI2&9hLaA)mxtK6AM*ZdX&w*Xv_6URZ7!&c5@W?H*x+WR1G{(FRkyy z{exui-Z0oxjB^mfs6Co-2Qn510=3*QmeNtk@sPncxqR z{!YD`zt|6~f%aJ5$z*zo`u=RlZ;}6<&dVCfURuTZ(J5i)()k}n?-ir|b-L=B)Z!4y z-q#QkhWLT>b!u2(C$+|r?N13i-bv@o`Q7i#X3 z`fpN@rabMZ3N>R^wdsxY2mYgcHIw(}*tva!_Z(4Qx|*c@sT(?sx9@6e^(0quHt+}M z({*;j%jI=xJRWtOA3o&myT9yx8e!MK^K+s{iu^C~hcL(k$Lkt=_D9FAYuJ8_P)o_d zcd=Y7^e4Vg&M@!~>uZ^3^lg1s5Bct9v3vPd9>w3|3A^Hl|y-G;wv8#*e2`@?QCKS*n94rJd?3A=4q zkE)CbW$!%*yY0Oi`o>s7C7k5T@LG~*_sMgwJB(Zj{s;NpeWui|<#tApk1P=LlQ761 z`9YZHiwu7td9(KPy{oYMns@VqC&U4N(LZ!AE#I?cd>2^Hpnhl{EfFjb4g!6_`D?!o zDNVgS8~hjQn|9M-hriZ4;rdol$`QkO*uJ;IiDMC$9zguZ^4`~+OEqt_fqvlpdOtn&Ik9dn@E7~j$yD`M zbo-o5* zJc+#r{?1%XkDmYE7sajHp?{=zfI)ummf&Fay_;~rFta5+(vzSZi!O$wE6mi zF!(>rhx8Q-oR`^*hW!$(PnhQq`YKoa?m|2cATPrEE$Sl% zR6~5l`3wpVuX^U23g1Iw`JnUlb}9#+K|X~18T7Z=A!@4{&p!uWiaeTmR`k6AmJe>* zcm7#x2Uw3``yqO{PkXJ?;qn|}vtiAqMdu)2pzciu^L38+*nGf=L zJRa&h;aS2rBgltQUl^wM7lcFo`c%{v&4K&^+CGlY zZ^Z0|1E&UCLw`u`h_Lk4yDF~n_9G|CaxV+uwRAxK^XXr<1@_s1FKK> zVTGd-tp_%i_XYkVeT3nAXvD_-@)w?Ik%#{aLiri@Pg^?eqK;Axt>2A@?d^7br5c>q zQ2Er2nvPf9V-n;O;`@L?!rcB@Iny_W)!F#3HZ|84?cwprblhx}v6-U# z-AIqA$0%3f@DTHDQRim|w8+4>UhB z+aAq5woQlgLzJJ{d?QKgW!=HwA-~KHPy3oL#ou2Rnx*`%$m-A$=7ant4D-eLn48A+ zv03*9@&UqYen?n+-w6B??|%!;Gj4rdocb94KM>1De~CF$A7{zq@tD|7i3{x9*n25L z!rZ@%T`|zpC+|JGe<&RL&F84rHX-;Iq@Q7yZ&-AcTp0E85|^LFjDC8@$8>=857xJM zpfxAmZ6dpGD6}Yd%^Ey+0pBmO>e1zff&LzL9x5C+&OXuTfav=HY;SFR+gY~KhwG=c zo5|?>TaG;6v7TG~R-s@Od#_Yzeact0*+H~_kMp;_ed^6V7Z0{SDztud%rs_`A;c^3 z{SJn~UyIL683uY#-qwxFN7{`#1LvJck4^8HuH$YyfPBzj*$gPXpF8Ij@DJ^aVS3M2 zNSN=p*(|>{;m*@nFdou3zIXM^8!@8yEl?lF4_4T7ssC!g*dJk_2mSN-@WH7Om)*F3 zwjG&YGTDNkcL{A*Z@PXiMf6@Y_Geoj=UN}A_`mvXI}9$@Y=Ha%?cYvg+oIRy@_=zZ zc55E@530%H`-gVx52$&VbcFtJ{&p9xl*NA%ozGzZcBMYeJ=Eqvd$gAc2O2!aj8TI3 zrLlbCp%ra|FMk35kN$q*w*#M>f^LESqCHQt4*EL6p_qzzgd~yDhy!FP_>>SPB z&k#2aPPIt;m;yQZNO#>ep-g3|KNy*>i|7Uky5irgxH@G2K_T= zhv|J{A(g{^7s|(>P;Fn+B0q>PxV|F{@2AsvHJQ_&wJZaAP(BX7!o2m4eFptQeoPr= zbjK#W2Vk5JVYx!;e~Qa!-E+%+0zU_d=^@PX=_&pr&2O!Dhxy=mQyz3|vDl8) zG2Dkl`A|97cf0z~Upox@-$Y-v)tdVjo#6Xk%ulBvhVhU;gkgR}AC|-Sr|6$peHPEA z)Ohr3UD6x)tB3PJ4DU&yeo;C5URFq$$1B2Izot&OI@x{FHpo{|9#dzgee9{53;K-n zox06`%Bd7*zTZrk$6JPk9r9i*RM=s|fBhWsAsA%5oqH?KL**Tb$E`%jr3ya@J; z{mu0E^)fNN4)h>@X9e}M3Y&Ws#z*~}72V_Ul;E}hE8np1k?AZ+DQ54pwpd5p`MCtj zvAfEnV2iD}=0s3)#cj<5EzLon)(EpPN-4&J`by2E@d>iR;*Z(hQ)5s5SK8E_|K4tiS z)w{I#{BTAWmC)dc>aya~g48TG@%wB|@n+8wTMgrPp# z3t=8FJPs=UUbSuj#7E4JJvWbU^w?$v^k9FU8L`n9d%c4B6VB5}+q*Ck&cATJo``{8 zRQ~s3%(&UVxV?H3ru$ODc{3&*sQU0!Ntfg|@20Nue2X%<0=%CqWVlFTtk|9zekU=Y z9ezyuJTJr2GG&w`_{UN#Cp-k-BM?$K$j822xvqrHzZmqt9ftK4#y@Hg-}|6`&)43$ z`h4*@@PE_9?Foaup}r7?_9#DAu1owU4DvvIn19pw=7|fxf#1mg`Q^v1orz5b|BdTE z!eB3Gzh0vz94yKb{T~|2)9XuBk9wi#{Y30ON|;91W-O%kSRmq}k1 zyy=wVGhXz67+8PdcS+~ft^~b`{?55+vdJuomz7`%nSKnjkec&JFTZC0#v+}g; zI+?alU~gz2iwrdaEmv58zeWGDX#MKQ^`Cn1{pCd&)4t6}`^D{xFzlD${0W1;A^%u? z2bwR#bRR*uC~Ks*!_M=-Zw4E#m=WaV_9SIFA4{ih{s=S>Qb z2?Bc2o|fGCtbSzCV zpBr-QEsTf!@Od@-;_N8V_g_e#uiTfd7Y7u9{O!c{Kp5nS^JnEOKV;=Beh_BwGYfq^ z?rw=XZ^`3>ueZX_`-eYpdt#XJlQ5U}vct|7S2V;ye(5cyhcM)CNDpD?5ABJS)BRi_ zYftYJFbwvJ{99JBfhgg>$C$;4sn0#-)7;Y|DQADGdO;Lj{ONm;~B6Yg7PH{_jyo00pqVs z>L&5O^R?y1qep2C*5mrK{9@5Pmx*JcKa?-S?7WUJ#2@T0Q2VF-@O@u+KEg1)PbOT^ z>zm1jJ{`b6p#81b>eB0+%_WEr=no0Qe9)f~275#OVdV#iKP$36Kj^Fy0Q!1VEI-09 z-`)RW$S(ui;d2rJ?eKKUe_8v^_+E*S^&f-ZS2GO!K>KC&>3cs`4*m=6g|(;uS7zmq zFCssw9P}Ug$NHoD)4~T-X)qiM{H$QhRx38ejPYz1Y+XD8E@>`V<67zBORahUOeiDZJFBm@<{!RL^>ax)| zwN>kRKDp|~rsp-GID*B#bl-OPfL;i#DmoV(V;C$8u_`jYjs0V#S`(6_^az?s^ES#63JVFI; z4rFGHQR&Czx?&$jKMSg_ekvep&x>Z?+;hJhC#S6xKy%dfZ?4SCp`8nI8%WLjGBDyD~ zNj!+=`Dlcn>9HxgN)XS`zSp`c8tf<#o&RHd!Vpi8p0#sLewekq;r*{&Ap2;0ST^iO zqJ6DhEOYRXOAh!8^e=0dxyA2|>k7(*@>sj$ujVpO(ff5MzqMypjvA8^0R1CgH@ih; z(%}A}A2|NH^t(EB-fQ`Nl=W)8ZRaNZ<^FE{lAJ63r`CZ#$NtyXC8fD%%5(Z6rDj;_ zpF7LzN9sz(x!rc=@i+2%{$Q(>A9%crygBP>d{{GI|3t}ID7hSY4)-&Vo~T(nYmc-< z07iZhhW!HMPn74@V+p4H!GGd;6Jfre5>@&{erF$Ln7@x$KN!AB^b>~tVVqCY_mcT1 z;w2#7B7X>j{E(jLshur#4(ouv<9G}^Q2pqW2NwD@>Vp48`(v2-SB7WPc+tYe&dW@gVx%F->&?yZ?=k80bTKqZ~HdhcL(=F4b$3iTcTFu$4}$#>9DkF3<*6BG*Ta1UY`@7<(b=f@Cg=~^@1`#q(}UDeZBSE4Zf$r{x@Hqb!6Ira`;{X@s{Z~LuafV z0Pi#6cw63?-HEkq1^%ME8BQgCyj8MNLvUg+^pE=)ghBq;o-pi3w8!+ln{eyF#yul8 zyx{WMnt!Rb+J6FHFKzv9eb;|b2hdNXZ=3uJS*el`$agTmBMkW>&TrewbCEZzR)hb* z{b7bLQvOF6{4eSQD`)o+2=o0?!u)726-^8l0M}0rrCP-~RIa_LTo4>$>B){=UDxMTN98l4v0+tE8!rRUs`+ z8XB5Z+Dn5J8b*_hhA8iM(GD%6JtRd&Lu4iW&ij4Ny&rvl@Bf~UdtdjSd-gr|zFzOL z>7Xyj&(J~6zmK1sr7)HBmtp3wL;dpl9k(fhc!Kv|2}6E@`WO26WNAVDY0yv9f5M=@ zi1*ol*_iOT7e9~LH(REms?QoOU&2atM9;pHDn~vGnjrr|{t|}#1?k^!JWV}#K_8$8 z=O@hmzan%0_=9mWF7l9%V!S(`?KUP%+7bLG`ftMUeh`j-z-iN!3pFQzzsQdRX9~W= zE~^FqkM?)4^W*i4cKLGqI%s3quOj?3#K&`De@7Vf3-fQnppR%ztbYpS!>pa<Q?#o+Mv}Sv{Vx{2b!v!P;lb$4|0>d=T>y!ay(T2Wv0> zw?CX`qddZFtExRE+qYx)b;EoEdoHva1@|Y=9>SJx(Dccx<@O)8@8vDY+HN3klwVkc zN4M`8x*#9S-w4C`8uEv=r?T+sLgaKFk3h<_-LBb}UrtWvc2e&vX3 z*EjD^euniTzm6na{A~YjCfC;^iHmHuec$>Y&eNX%=RgbCGxm>EOk5}}H(7$6H!;lW zFOk}l4*6@S@cLY&_b%;+gH(9_9$E8Ma#-9@?hm6>#}+K>vybn$qUPm#$SC&%`a;C| z&v2oHV_OX89e7`d+JRoI2M~t%j{4285BVpCnLi{9_oGmsqLOyFe@YkqKPo+s819=> zd-|64n+Jq}eGR%_xi!LSpbDSwXyoRrsuF)d-;n==c|1LO$5-*IhcD0nkLJZb=pu-Q z_`ONYFT(JC9o}bQIEM7?SkJz3J4T7VM~d_v>wC;Vu68@@M^PV-d41Fv-n~7nmvCCk z$`PIG+5ekl9=ko|+RxD$kpCck$6i@wXJ+U~vHr)C_BJJ~Ue2E<4E_kmBMkEX2Xp;n z?aUsJKa8u|UXjYr&yLqw|NL~X0q#@a`i|G{`7yG<3HCEM-U*X-{;ei=VfHn+O zc*wso{xN)(_z~mnCL zH_ys$Ts1W=3-ks33t`SL!u)*TtfI=|wf)*d{)F;8JFeNbW%2#OSdfsdhtFz_2>GTAguc!bNV6BkN$x$(1+_y z+%x9y_v)8W&%^a5W_oUO{7}L72Z_bo6aIXXg7I;`ocP@-E4f)7Fs}dntj=Gbd&|Ih z$nWzzZXemQ`y||-M|mgNjNLiDZa&xp`VWTL{gouoJ`I5bmP5S?=}C(J{=IbC6yOg% zpVMpH%EuM(Jhmqrs=2iPd>!hOIDfK(RZX|e-=P1$nC%y-9sD)5JMZ39u+#(c9UAX^ zm`8p4BaojEei|wj619%kTawFPI=$@T0s9MlK1Js83s*Tu_Wi8P6yu_Bh24Fj9ql8< zYQ^WyPmRIBZ&L8E3NW>w6=bej(Gl)jqP$WN^Lj+etB;a@ z(z?TVXdkJ|hqyOCsp01*3~Nw6LKxPM^D)fqnJ|op>rdS=OTqbi8LwZap6UL*`0PHu z{?wa#O&!mcKt2F27v6_WeLb*g=@U1wZb%J`bk(j=;frZa{MP8PQR?BaTB_p8X4Zlok zm+mHeqb-(jmGWqdr8T5*|HQ@%lWc9H;ea`PkS$2ar*DJ^footf$P;l4HU zFRgC#!I}MMfxaTYuehhXHH@o;_=NJgGWGr15^qmE*I=l&2TvfIN!tg#PAvXetssy z6KH(Gygtj?^NIhNa@hlvLKMK>(LZDkwEUtm@e9NwwC~J8M$vyxHbQ=h^k%Nj53unw z0Dd98gn4{t?JH@$ncKWStuDF&{SCzWmnld&|M9T{&&M-wt|_f~wTRnO=ED^$$N%{N z`%~0s!hC!|=@$208KU!eY$wd~eL>BJXEy`UnF*dbh=(e;BV>yT<=K@4|7KU8gb&9#4cf7sbtu?gQ&Z{biWF z-_P&{_I#zuN83w3!GGcUgowHPuKT*b{yO6~=NDm+7upkHSRd-o^>uE8&bN<;`VyX> zUH|i8Q2k!f_nnbHH>~Wd*997ae6W93SHBLAc7KKaKk8eS<7`|6c>-qR+z+mU+?0a>Y*=mN?eP-u@|HJhW zhWrTEmp$;^5*5>-5Z|yqMHu*x<7K-X&C+~+7x;Idu3-sfQLdl`K=9``5NS3jJqnw1aoMts7kT zkeR>O|Mg_vdbi2_mNq)xqY)Fzu8?H#zXns8TnUolVcIki}GZcogWegejxwu?0G8FHCpul zX*mC#Kdz0TmLaenln=v~X}&vukNZr@nJxQ{?i=4#AMK~t*8}_)u8%Ot1NGys+n?x5 zt!toOkN)A9c1aoP5+F8sXjewEto_(o62 zmy!MliY`H$uU5f$=szBqo$EdL+iPAweBd?u(?^FxKo9ccK~=`2rX|9#ba6VWdBVVf`roT;qF^y1zu< zk466Et}iVqEp_Gfr`(O@K}+@w0sl<>3A688{5!Up<8b_N7M(w1{!t)2QX}zVF6@txo`TP>Z^Icl z?6>gztWf{U*(0Vq`FMpB_ne)ml?nVp`z!R7Xn)q;2G)c6Q&{!!^Qo7{Kp&nr5r+H% z>1UXow=#U1_{A{uw}s8KmaboRPTHOLS2S&EcK6-NkiQ{6i>jjz%&95{e}MEqlj~i5 zGwTZE2dHm^fgbEn82S?~h^mQQYzF+r^*lrTUw_0f9{Ss7zq4g_RN8?)8;R}bxm^Cf zv=m?PhbV8t+@C(zvG_XwftNxB(Zldhn*aIeX!S=M2J(8<^PLA}{0e5scVOeS`lpAE z)q(RMr1yo%am^1~{_^_`FMK84_3Pp|e_w2i{B2qwIxocfHpA@ws23S;oUI!|p&pCt zA*{;IGhbA@JaId@4DJUZ|6a~A|NI~*jD7Df^JT?l!Pp^3IK8jz)jFsxR#T+!1!un6 zF~gKzuvUSW~Nm? zg!~BQ1&2KrJ7#x){DQ_q4DGm|cspnLX@vv#z<(mWZv#6YZOIqiA3%EEhDxm5+I=S6 zpF;olc3<9vp>6|BFx_?<|}(3dWD*`7OgK zH2(Vs?OUJUPzHO)@!!A5UXfAL2gdIs)m*F zD;}QY`LIlMUytySQMr~oMst7sL1T+n`DG=Z?|;x#RZeWJ1b(A@KWNs(7tM)={>YCH zeILnpP8a=uUWk}J!jQi?{DZw{e?{$(4`O|dJzq%lvgcVn?1OEycKZQl5TB8MAC~vF zS*7<7{vQ_k^I`4wD??^H27P;m^C1TQTeroapU6Mz59f=$+O~uK<$1AGg)E~pv!OY@fx^1K#!3HTF<;~@t9Kz;o{nB6BP{J+n0eJs&aS^p|7 z2iAlBu4L{ConFO{VEt(CB}WE%ysHX;=TVKB2G0C%}cy-=utsPvxAEnox z|F};B@Mtl8gyDOSD1XA>FL6B|d;UGU%U+h(<30{5J#bt5I6RN^d_1-Fk+DSs-%owa z)ZfuNst4qUsBa%@jcvm}S_6GJ{-=NmWft=65IFR$ zF+7j)nlS7Su>WUQ*@Re=%j|ofnV+W_ey*J54dczi=jR<=+0|(i@DKB^&xG~qekb8} z3rHRefA}BF>i6t<`d)kH=Y_q)T>E{4cu4dhhWjPR4{8VdL|mr%xo<(a9PEEk{$(af z(G8A%us+;B5|%kh@*~XeV=&ClHwg25qAYN*?=-Ve&1Eg`1oHUHXWQ~^bXF`aDP!@ zn%7@nBMk0m;CK~+4b!KOHs}_o)Zx661lm}t%pQ}CXHktn}2Yp6=RvjztH2a1T@DuUZ9XL zqeU(;=U*M7*Q9U+s}?{C>f=Ta@}T~2lyn08ZKS0Me>WRc{V=c+?nfhigdu+6 zd_Sfymfm*YE&Trgw*S~5(-Pm<4(@y4_&@f9ooFf*@c8`W_`RD)vnNA6NLRcbhUx!G zG6_qnQhZ_U8Wf*@eCsx3`GHHIFEk%wsK+BcHB)xkOdFmL^2PR=%dKZO3xC4%9g#X(wEsqbR%>WruDa?6@E`T3HqidL zx4InIBhFV_EwM5!^pory>R&hV#j${MJD{G9=M98`|9D==+GmkI{puLqHF$UjzP?`p zuJ4wOTMGKOQ_L^I;D2zx$#6g7H({Q?|2qCIu#3%ao^Sk0kk=Suq6_{O`BASjYVM1U zd-#0y^B;e$KcoZoCmg?ieZPZuld3pB>$mxJ_)$^>`iA_ekKF1t`@;m#H{?%)qfMAr zgc*#7{B7`FIPi|kXuvogVaTU3UNx*}e%rU#B;XFl*M^#%E$$|x!JhVt*Gm}qMg6H= zkIjb|o~QW`gTF<2H2ggEWz)-zuwTdguyIg(g(Vp~z}~Qb<0MnfIX81Ty^W#Tn-UCH z{)Y>1&igGb4d)Tm|6Qm=(xB6z&xBhyUiv=10P5?w{wDp!8`O5(1dQ`H1=g(`Y~BFt z#d=lK-rf6mD~*KjnNxqnATOk^`TW6CJ9~VF_cd|+=9e15%kJEl*-QLx{_dU7vLJ-h z|J%VhMQy`ykPq57VVDp7^KYkG1+zzPVBdH?NEqS^&PN#di}Mi%{-Jz-*G|bF&|?(% zFI-QH#F^**heY?SCB^b-kv02V7rPbmBU}$*pa;ie*q=SGr)0bAvMJ~@jaUEuSWN0s zupjLIC*Et$SNjsldo+J*?+(SY1jB$n%r^za^fUiY|t{FPGfRrMp6f3NDVgHzG!@N~$B&_4dIf4ji>?tJKv^bzLz@i%4B>lU{q zirp!m6Xx-PFpp1vo5$S?YS|0?LVYF->9fg>`|;w98)|HNNtIKSH9IB_Mc+@a7_MJAoXlPhxl2d|L4K^ zq-san|2B(+X(bme7?po=!4jw za7^bz0_pePRa=wn;QkrXFWnSWJ^bNzxdNh3X3_lM@lqDx|9nOID_!R${Udw%Mv#uzj3kK%d=!$2?6Pwk+;IG*hJ zBb7gtR&x2u7UY}M2rhv?Mfo#qNb-^WZJK;S?+uJ6&W{9yVLY*Y2;@eEDkRO&f_9Xr z+~y&xe!MCNe}!1SZ||>4Ns??oE07<)Y|_gGtCgooJ{R+Yu-a@%yMM5!#O8nSO8h@| z_B`mXc)!Fj=r^v9jYseE3*^W4*|zicSI`G>{1eE}&bC{;{4dzAI3H#h{4K7B+F3nZ zAb)z!u$*@}6(~kKO#fSX4DbN)`U!)4#r{s9nE9;t#});!SEPq9w4?qhxjntM zd7Ucg2g;LSs(%QSmL=UC`$3)M#{#8e&n{m3^d90nj<1v=Co8{Z3dA>DkJ6Rbj~+XQ z!+g|^Sau$pFJJ#aYf%Rl{{%{ess1QXR(KShx>@wT7SgAD%PIEpiBymW@|!U8j{@bU zh}rU!8`%A1fr`VHPjhpAf&QRAse~nLUw&F--)JwY$4j(AMifH52JKr_xbRq4nQ&Oo zE;0WY?uYrUfH2G_e*cc+g(M%=PW4b|zx3&2jp+R!Hoh2xf5r8*v&r&3_$3_Hhx*rU z>!uFn?bYCZI?AWr;dhd)&Gy_L)D(TIyZ!zyIfd4vX1w9jZ0(s)PeA=pi#a#O`h5oI z8}di({E3McH+>^&`}nwC_2~4+K}tIz z-lIMchW!W5*Z#!tPa{{l!+l@zep$AUt29r z@RvAVhu2+BR?ap9X`=i)%H6EJb$2A}$FZHTQWS50GR*RRD|{bEd>$j{ILWwutnDrM zzAin#PwiBiTM*bkKCh9qyvoL}Sb-qdW^pV0SG1ey`QayP1%f_`Iv&0DW;TiY4| zeTcP8H^qM(Jeb`t5NKI-*1l~SETcv1(~4AHzBo`>u04&f)snJhneqq7*Kod09e0=S zFCGg13CHVXW??$l-V*!+uD{cS#WMO2Mc+Rqe9+AKshLP0#rd(I6JfePC+JkN_eEM# zF!x`Cxj*bwKlFA==RXQxiGSL*F?RMnR>FP`?N!_MR&U8gK5%~n;|ar*p9!?1_iaBg zy@K6W6KG%9y5~qY6|h(2zxLA^np0#A>1_J#pUVHteMk5zBpf(H9^HoCd9M% zaRm$?BKo^L|B`ucz9Hm4$Pb3;dlrIj@eiU}4d%oBLh=5e<6HE6_erDH_{Qu4`HT0H z0*0CW5r*|5J>Azhg@^u$1ARyTL>TBteiG*VB@FZ9`ns=|ZE8yR1p0yWcK^F#OZ8rB z=#T!b$M9aZQy!h<&-WZJ(c9{@C6|BCIbXDsucU)~(LNcb{fdAv?5B|))=ua7yq)p8 zXLhFF4eLL^Z*hG?Kp5g3(%bWUfX#zDPguS$=-J|3Zu}<*>RB}Y-{5yfUUon)_V3j` z+@$$QN2os_){&n3WumU=`xTgf>gbsieNAfy|BwD#XGYH3@VSElQ~#n{zPUdVxc|^q zvua;6d;+&8U90yRx6gJ0ZMPNcJ7E|f^BKZC{_BpoGv~x9Id(rlK$z>ZuK#tLAHga^W#Vf4^Io7I7#|t-XZ^9A=X2B!=ViDa-SqV*vjt_aJ{s>y zWM1F1GMrz!KN8Yfy4-^LDe9MAhhDwbNuLCHp#ACf4wyH&qLK4YFFHNJ+9(?0JNgg3 z^x_Yx-pb$)2!Bo2b=DgU_J#VShZy1!>YIN5ro_HKYE*6$eZ384Ez#{f3HqZvdY^v& zcSf4%{~0aB{3Xo&W$#?+sg46eKpv=n22w|V#cX^D`j7J&sFsa56`TkB!u1<;?Dw^( zK?USBN<1E6SP$m=grOcq&trd{-%&fO_X!Mi-Tk#1oFSh;du8}Cdmh_ay@B;-^*VvU zysAHnGk0)*V{orAKEQMm)Q@RA#1PL>9@Gx`6Y6gtWgAz^v!ee;#`Zqp7r#A)S6G?- z8TJ_OcKIUze@KDhSVy}x>6V;-h8vH+8fpaJLzOfT^Mf#auNUQG_+?I$WtBD1hw?Pi zJn^xE(4N(|1V-lDbTxug6{#K~Fk0HlJEWlz&cnp@2Z7PS*NI9xT>*>h4Gcs4#P~(+ zFdxc?Fv#OyOy@lUqhsAa)l7+J=L-U(IHOqIl{=w6iuO+!^cnd<81iGp#=bK~Z5pWs z-(SV`GR*Q7!aP0@27Sfn`*{vatA6yJ-ER^Q271vx2*Z71>R)PA>5)1X)=#*>GVWB1 z0Qism?LTItL(i{LV2? z!2jc-JO|lbkslBz`hOO}J_nO-JqePOmrNJ0ZxCXz7t}X~qb2nIX@5iZz}o42NHFNw zj#-bl`hmYddmohIvAV%j5Aq9~&*bonfrIjA1OG>e$0H2u!FmH>wN&y)gn|F`eC%fF z_Se3{{oQ{sUyn&`@a+ZjUBSMw-E`FRVIJ+}Aiw+vga1YPOk?hx-u%D->;dBo!*qXM zU^dj|bnW{;@O^mXFJU+j#_`NX2Iil8;>ymK1ZJbWw>?^D1@%ev2Mp8ylk#>t?+}>z zR<4iOR?O=uW;q$s#SenPf1&)%nnqohZ(j`Y3Hie?+fNb({lobN_mup#M=Oh+cM1ku zU+lYLh$h@WLVX#$CSi&HnPBkm)c?yc|F`dM!uoN2=4z8-m(LQ_BT(NMrt@2Y`P9YE z3vaD~_}WJ-Kf?XpUg(2X7(LWFde}?gnFs~=D{&XI}pJ)49)=uA}X6;~KD9<7HhAYhp zp91k0_j?Spe1$OV*O6aCS7mLzuty*KH^zU$GSTD@2uthGdWYV37&h^3513E9i|A)gXO7y zFR+SV;IqA!e{Y0gxSvV=OWRlKSgeKTF~6~DNwpf?`8n7pVr%nrhU;v{)_31t za`?5i-3P)p0l6cmZ4v1s+9P2YAN9#5vo&6^P?qoKZN8_6R!tP;$Fo0dsCrw@Sh z9~|E{<*I+PCcpnG7(Qa_uJxa}1Z_ zeO~rF*eCAisJ&e?@tZK@KdA47AwME~u1TjndI7ih;kQ*zM#J}3FA@DCOvkv9#J0&^Zfy9r}J2W-PHP~^eb!OdoL&tyCsp4 z&b_Vyzj}-LYqzH3>h`q(^5v{OOWMNYf~cN>^0aH3@UaMX2NOsi2*Y@&&x9eLLVgkk ze*OFWAsT;VyE6M{heh9)#d;E9paB5W&c#*-Gy|4FUP%dKqTt z9Sqa=5(Fc&WRibKlmLH`KKr{eOC+{Wlqw+lMs@d9IWwaX{43@g45tzQ34_1H=Lti8 zhxCoIF1TjqAbNin*E=f2LFv?}13dnXO4=Ws-xSB~cT}cRLH%aYc_-3OSeEX43r2mk z8(aSF1^5RV4>7wxDj0q4=mo>gL7YEhP32#2zc3Rp>K|dyXQY?4FZ>q+eQ3X|oxVRQ z80&a1{LG~+c0Ml{E4bl&^#T9htzc~9n~pc#TVQ{Q^p8^u-zqak9r$Y~)*r&)uQC1* z=Jn@sck^5|!ZpC3pgu6{M*JLq)qjbq<{RaAy;Qxp8<^VYWyGj;3KIe?0$&A z!EK63=gV{Wcn-_Lm%Tq#2>OWq34?#f@d$(c;Q9%3f63ZezVC3%E7+lW0Q5)wWcU#2 z#{``LC&q8~V&`#!3G+6@<^|X&)B6;H3F{_m@3a=x)6joT`2O=$x1A$_U%38>PIFdG z(4NlgLlajHEBDr13-*WnofxiZ5cDvG+cU#-pF}Y6vhpCMv?m~cTrXj;P#oV;M&&`* z1T*-41L~8b+}ty#B!VD6>Lr#J!*m}~Kp64|q?a(%kC7fnvp;>+y6%yGOYy_eYSYr< zJzc@yQGdepzM;VJ@Nt*tKE_ZFK>c7C{<06}PdR6kd37E5Pn3_-n2!6J*YtvV9pR{~ zV>Nqg;JyQn?{sC4-3M25wRBpa)2C-93oajr=g}UWpDLYOyJI;&&m;`~5!)x7%aeIO zybs^sGEDEA2qxY2o3`d<1+RBcdgn8u#48H!Q{(e4O5d^`x#)6#?V@`wIOE#HcIPO6 zby@sQ%ggQn=mW-A!l1v%f0x+jf#th=+4mU)E(s;^Zevy^3#1n-8S3!t}s5z+dVKM#L>R6JS%>!I=Q=?0DaDy8_IwSRB-d#IEZ#4FS%kEX)> z5xYhAZxBy*&6!*Lb{XtvaQw-&bF)H(?hrq5yeYB^3P&Z~hy5bj>y)$k$CJOEh5yq= zdzkWD<#6v7C&d9Y-_&-+GPy%ff`3DP66X3q80bg-P3@69RBf>&ujfwHoqTG;Ro8ZY zlBiz{SK$460b$@L>MLQ`-y;85e|COFnAfML8urU6jMD*(>z#Udtmkvn>HK_d>S>K^ z1DkCSAJCr>hWLZ)otnC-opP%TY;KW1o}J%lUMzbK{sZ;J)41n0FH-~17u0XhMd^Dd z3x5DValM{VbL8Sy+~xku%O=;MT5&PYH@v?0Ts~XrJk%4hzxU#D)l^HPXf1{P4X$rmZEWAhWuot^A%A=Z2f2rLHiPwH zzTh*y+x&U{@8JJ)ksiXpe_$chr+jW*UO2QkQ*D(j%7ZZ2AL<*!Y(0d*-(&yj3yx2y z+S&o+h59x<^G8ig&y#Swo7!(&d7>Klm+yzCH`Xak@)-d20F3`LHv81vY1}0z`Ug7^ zJ%kmnNZ7T-;O}rf)DHZ@^~_Yivf_feB+QTV&D>a_+_xwj>U+qaS@VO=A6mPc=Z~{~ zS|2J%Is*9vK0jO1saNNTqW8lHPtLo1Mr$h6L;k_=HF?yx*>O|ee>l02>(}hlN^e3U zihX7`x{3^V`ayC_3$+1p~iU-Uicu~u%4$lsfY z$0H2&E3`M?Q`4qNeb){!KkDmTTe*$i-<)B6IR4yu8|%8xD&hWb zZl%>{kH=AbKR&Phi{ZWNf5!#4I|}-R@*&LgbB5V|a^42LAD?eVL4JQ; zyne#)eQ=Ctgh6{yKUja3pUz7y$am4&1?xrr&%2~?|CL)I_$!p}e5oE+!WIux2qpUF zcd&1myZjwr-+cWcPCIryg!k{!9_Cw0e5q)x0)0Vw6K3!C3+7w@iXUWT1?xe3W|;0X z3g!>Dt~(9)O(od;g%jTWSQiZb1nqHt&G}_YeY=3YAb;l9UsxS>dNKE33k-EU8qHKd zzDvaXAPoKq>obI5eR!XV^*=%MvUd8v906-zLHt>;Z*9M=sSCLL7PLg)d~V+#@?qrH zLir^_%omvR__*+{iq5dF)sQdYdI`%FkUR*(^O!%e_Cn$(YiIc)Vc;*We_{UQ`)BN+ ze(^8n`2n@V{TI|vzctOPCT*Mn`4sA#pRo8z+{3wWKMu$96V_RJ#(P3Oi1|HX@W<%C z2us|d^%92nt8xAQ`da7HZFYe?a6Et0>oqTD)$sV`AMBoSXLcdThuRSAl5g+kl!J_gdzV${w&U&<(ikEz`jo+SfVTUdGr2Hu)jxomlTXzexgGn?9Z_O z((GH|{q`FI{b-*7@)LHhT-p`l3(Aw>#DCkNKdvvJ`<%%8d+R|Sxc&eu-8;u0+d{pM z##^>%4;FWm<;@%5|}a`7!=XO1TB>9|>$vFq5a{1l z?LA}oBAL=(@p5GDX_aO*Fy#e_{nA5+iNzm=YnfBoSkRPji>)6MAQ|0xE)n0QZ ze%Bce>qq~@a2n-Tgdv|oe?S=GJNhfuPVcV^7^e4=8Rqef+PS|X4Clv0AJW6+OYPiW ztqwJ?Hc6QQ`iJ(u`o)8h9y8j5KS%vuqbTKk#!X+Y693;oz;HhGUt|2VtgFg9h?mI! zHJ<&Hp4&$A{nMJ4-YVx_90PeGKi9mSJmOc4D&%W8-){CU5>pWhsjk|i*;;KK-f7j(rS-<>`3A`VUm+k_EKu?CvOSQ zqrR-K4y_Eh)D7wx=ud*I)lUuT&=v9#)Q_OUR?Bb0|BbWr=3pIJewa9)c1*{r)UWb(H& zyq>tZ_w{h^M?$#2hxBbe-~aZ--oHS9@IJ~G%k@WVWUQr+Q2Q2N%b`QJiN1G(^KV&p z@2K_izHoku^4PL=yrY`YW}qMWza>aVM{~ORMbvk<0El{t(^Krs*^!|=u z+s=E@Y5O<9`3SCe+dJuXDh9oI{2>hV;C$P@%jq_})#CR#x2u{AT&VC{>dg=faXcd| z;i~weEtZT>%xH_H3MF5*#nL{K^V(ubFG=^d81yNzEe3klwZ)K+__oDhe;8jGePMJS z&9DpIhan91g!)Pt?l+)*5$5M3ti7208N)CB#S*MOO6?HekiQJG^Wg21U+MUTdxHL= zJ#RmCYrNKL(f8i{a6O1Y{{P~Y5?*cFA-Up79`w0SF7GwLg0 zp5N@)(D#yCl@s?*JI-%e5KuJ@^a=evVXz0ZXTngA#qk-Y@52gqN?p74{L^z7AN8Lw z_ZPdg3rfEk7{mA&9|*(#0QG;D?xqCe`WVnp)c;+2tHQEItb%+7`L%1(j4cVv6~Ml! z|N1MRS6Q9}|AFh+37#A7P#^?N<0S{@!Xs9`6YA^TFMn;@5ii zz7OZsnEw&x=aah+8NC-YZRGjR9+jI0Cc2|xeb|4`!K%d+#qgL?|AJ8m5c?*rlZVaIlVnilXB z{1@_@FvM^4_hEU5|K1ZuK>We@ANJ$AZoS+WI1fSn3^xnOA9-OZf4?C7j?t~kqES#! zMEwqbne;fMvj?}=Lz>GEYL}k zgP!sGqKALVwxF@%Kn?Kg$L2oD0Q(p(9-lDePdHxW zSm&ZXlMh2Y#`qtZ_`6yvxjo;nFq}yICCu}s$XmhhMm_5b`5ew4HR8%TN43E)zp;2e z!qDEQEr$FR>pj#C_ZyL)?0G}dH}4o`&!RmX?Oy*i+*B3(2jLM~p~jId{C$F>h`IeAb&ne5c4wiy7SVH5aAog# zxiH{A>if}GZ$_%?{NVO{Y@VE%=|)4a2OR%c!rf_^@=G9pMt{LDeLqFOFgs5;c5&8w zwVnL`kp;&x%B_AhRDeIh_(K@RcN6oIwNIq_KVjH!U_Qh8YZJd&`y}$`grPo&>tXHm zzB`*=%7yIZc)QQNbfU7sKE{aWKknt#K|AUq&tH$vJ?!@~%pB|q`F~>h&(QRc3|K$v z$B7%`mr5ufhWr}mJMmbmhtvBK{(MZ~5=DC_e}4ahFxVgRGj^cUI?vke5RVCu+R`g6 zwHfHa`C^xx-M8wtj?78Y=h#%KWK&ns|6${N46}NEYh*yY?9Ni|CI| zS`Ujz-Q*>2Li3%HbBo+$)erOs=Rd91UeDRn6wb%+`P0@(D!*O4dAz;E<_XD1EKn6XAfj@5(D zuKkb@*xHN7ud|V!_qINm1O5o?bf@oh{0k+_|F_&tJ|-gg5t_AiCd( z{+=+jV}I7p&Y#aU-0+of%j5P#nD6fsq+frWU-6OGixP}}emE{=4)%)lBwAcPbF=Cf z^v8M#VcG z5~4pP@#@3splU^SUy$J#;%7=)^+GQf86IC#($!)*B>h%p^}&?uB_B1%odtVAd8YhW zFzVf%>EQ1%o)ZRnV7^Eg_<{7K9;jLQa#baKKLPofTAgw)=uwgs^T&i`7``C4x@yQ( zLs&1q|G@BJs+SW6ea7(_b|HRUcy_C0;dasY=^VuJVc3`Ezj(|$?$C*RH7i>G#q+a^ z(mlHKcyUR|B0OqhJ6Ip`pD@HLr2o?T@z2(FcLD!`@ry9TSL6@F>^|(J>-t|~+ z2*%gwa%HgpSGU?-@I86# zpRRr4VNKo$sAr(P5td=~iu8H$I_GmnbAO$_VWz?ks}?nLiC$uPq(48hx;0<)|E*}x z>CIslMv>W&f1rQLFswQ{YoQhBBc87j27O2VWf;erH8=!=KB7FXYS%>$``ZlXJ*W>? z*FGukyVDBtF{JNmYW1D64pSBDiTmv;HZ={DX-wzT7`@r>QPMhTJZzT`%LjEvJ|1T#X z4E_|yBMkb1^fJue4;D=8(0u8zCh!ye5n2t3ke2#kza&ie}?*#9eZQF@xeuK|7M_AeuN?Z;dvBcxNnK}nf*b% zLsQ9pcz+bnr*0ZHIX;@5E^&+Kzd3xn%z&3KU_P{`Ta(Al@Ugz8!0zKQ{F}yOxSZ&_ zwO!?{dbw6^DOy>K&yIY@rdOk=9{6+fj{;s=C%<0cjH>v1uQ3&_-alV}XVYPo`rJ%lm{)#Zjgt{bT*v`;0mJ!WI0s{P+HD zPQ0aRDPsgFdIX#gN~lzo7o| z%h`DJJi9NLS7y^U&><22KM48%&`e#yXM+>uHzUR45e9w0{Dm;c5A$o*-;nshFguTV zxHfRr2m9IJe`x$4f;B-`w}Su0^*-th;6t|#BS z-)+Ovw@|Moyu&zk=Bnxc^+(L}t$g7lW2>v8{Ehm*U0=O*s_1((IA4MCz(11=X7hSF zVR*j+=V$m6@wdP(X_&Xf0T>VYSrA;Xs-(mVFs_F%_typQmK3dy30Ob`co(vt#6Rv3-lvBMJf(YiV_SUf57?)VIH4~x*fav%C!;JhvO9)w65x{@fYq7 z;dn)Twx2AYe+BMapg$!H`b7P)9sD2RsueBvIyroQ{;XRUx#Ug;yq@)JvBW@U=`Y}) zkiKUtHoo26DEfcOeq#M44EJA2AempPJ*VXO+0P16X#LvH2 znQUWMf9%1^v zo8YC*?H`#vpMpGaJuio^IR9tLJKz_}?`25CzB(s2zCV2V*s<>wM@h&(vHg`s{>dwI zGr9i0nze6QNLnG+$5$IFatBpDg6EMRgtCyaqPlDoV z+XXUZ<=nnMbl04?>p=wMBdBj5`h_P2lnjM1(Hwlcq z&)V7kx-`Fi-sguGmBT4t_@wT6ruM!X+;>2JeR`a~SUp#Y*C#$zZStNuWh0!oqkKMn zmGiS2GEIfOuk(3b*E~3W+i;K{wQtC_*WbPZ>7Wo&Xmtl53@%8Q+*{?Ofp`MTH{Wc|+o{(})c>(>&VtXbG@uF{A%>`~6a?`_Y9q zU@s`|@2@fo6^umR+s5&JbbV>~T<#m>Z|J{&EQ`}x9;C|m7d6I#vrY#;1pP#RSkwBe zCCj`Mw4;0o^LR%Xd^0!|eM@_2xNAkxi<+9#n7h{_mOWz2GnLyuaS-@GHd_Y3}a`13gGTVW0=s zTff&gZ03Cae>j5rT<-@~a}U9NHKezpbCFC`fB64O+5Y175^m=wgZ4{UrAj=Ugn%&E zdsEx~P;dVE51uVy(-uR1g83mEFHu6TZ9CkD!uZG9)sw7Us~3${W9+GLHNEF%B!Vvg5&ao>)?FmU#vm- zAGJe0g2u!Cke?y`Gh$oR-EGa1Dn!p8pK`sL11|hN(VuLu&rcJz6ebdVt*X(3jLYDD zi{v1&ei8=$;{Jm$oEIa%7=Ad_hem9I`l$H+jZgtG*B3=E^}aG=_A72C{wtn%uBH8Q zIOK0AKP8*NP5muI`Y=X3KVeos6e{HxT9~9=0)AkB<k8uw#%zQ0aMTZ#m#W7$zd8-?TcG|DhWi=RAKO8HaDA#eWy9oVD6sv% zP<6=x+fNq*nST(fev@{esw?__YOR=l!m$60`UiI-{!%;acThhVF2s5<8xN!}_Ad;> zeS2JgyJ2fu^G?qJeM9{w%;K%Eo&T*`naFt9k0AZ+?&MyVY#s~rh|jZx40pqLEL1Zd zHZ$OdEzpnrQ5)yvaCBTAJMR;!x#}&QvSJ{srwG*+YD{}Ccm@1Kdeov{CvSPU1l}JZ zeE;$a$8n!nz9dvb4EBfmtlstZmmB>m<+aG3)xC!H802w*)enS(VSh{gFZ&IUXqW{U z<)eOO<=f1rM2K&wZ-gPALw*sKiKO+g_K8Fv!*m~0*nXw;9;>92+~2kjw+e{9xPj7znA6H!uB=t!9xf4<^HV0gtN;+BRjGExR5Z=i}L93r~jbkk)r>L zNB>8d?QeywozdG-DgW_+l_$CXXPD~S!j9(Crpm}i1AQpJjuU4Z3=R7M@e$|KSeTyI zcWXH4FY<>l*B6aN68&Fqdceom9Jw=Df4pcsd|q=?LjA_L5Lx(JEU`WlX6IKzE!ppV zj5eeJ#(1ISR$8j&=mO&-J)L%M*k0-42Kl!*-xe}V-(z4H>hU-qYp44b!cLhBw%qrh z0{b1Lzf)n?`1Iu~fM2K&ojxC3;kWk;#9#6E?u3LPUqSn3nCeMF?LGzzoXuYYe~|y$ z*17Mp0!8;baenQEn+LnA1hfAy7i#aB?V6_$$@W7+?X?0z3#Etza1ODTd;$*^>alYKN)86lVLjV6LvdY*x&zjJUh=5c1yF3 zzUMI#^a=UVeUJ6);?ui0{e*cu>Ap{+tQr0Ey;K?VA3KQ8Q^;j`=K57B-W z*H2iE?lTCx-_;vo-X#y@kL^8n+-Se1b8q+_80t%p(yRWXR-XcW#rB?(3*(2zl(GA( zLWb$SJ;M+$kpDfM?K*5z5}l8T>z_ix?0k@6kT>;rkGl}MF9Pfz`P~ySdmlr{F!M(} z0~%$sJtu+lL;dJ^Lfd7}z7UAt=)Vd7H-5o+t(o* z_|eO-Q@0`AZYcT?KM1#LVeMnzj=6DjDAdQ0f4$sN9X~1jhI|g!*DD~`GooSz(1ZF% znCn}w!mS78eI>wuV}G43cCRN|n8;H-Sx6ZC6F$!{-DeT%E?lqd^W-Soe+qSfmyX+% zSqt+aJ$i#jJ6sI7#m*CidZ&6Rzh2+vzjnl6UpT+s%|S`F4zsww*UMGXN>`W<`icBv znBF%Q>NW0UGZGr!HLHc?p*-n)@a24{i(PDp0818S0_g6yJ zUX1l}hT;Ad>N{)qVB`NPf3;GvBYXc-XwbD?v%}n7;2%*Q2Hh^0>@E!D>ob@YDP!i7 z2lrv9ePj8q#b(0}z=uV-|&OHc3@;`1OOVUQp4%dku7o?`njut$8J z;X^dOp+RzlS9j6>4-6CYi!j_@LHi{P`hnvU26-UA42?72IiIP7=V^S40tJieb?p37 zXm~%R`u643if+{2S0~GNiKZObH_EqfAFoH125UiHI9}ge<)8jThe1Au`3u9e9~T-oyt>tH-QX?^ikUfl}B;sE6Y7gu#E|^Zmn~X#5$a4)pfbouzy;R(Bm0ZKw}t!}7;EHbaPK@|w12j zdo=ad`mx~P1MqLiKf=IY9M5#g1dny=MBhKc{fTMHy(e><#=-ZR#rI`}gxUQlq1i_F z_fwY)h4XRbkJ+VF61Tmlu;d^TSm#ag?U|tpY1E%EjH$GrF5%^Pg@MC^VhWcn;q8=2l`3&k0#E;fJ?$cI;!Fq807E(n^lO9z= zd`EpF%;N#W3n?C0v{QTYtac=~KMRx58q@ZxL%i)Frk60t5B;x2V4mEI)vF=iqJLqS zzRxKn4Elrg6K3^p-adikXK|n@Zp#}jn4jqXbK>RDYumw}RpI=I!G6W{PoV|jLJ5>7 z!!Gzf4QmH|B>Jd7)kk?d-B)86)`Rv(<4GQ2^yBkzK8*2|+96*=c`(fKr6F<_FM_5| zVBen-4q35r^2)kte0@U-6YHG%u7>~j#dthaTegE=`62M{D9@oY9$i`DdllA?;}2bE zk=T&93;ZSWbLfMt4t2jq^7_KC5o@31NOt1>Y1rPKz0Dr~0e+)@w)9_b9}yb`_JQ_C z80x>sZ_DuH_p3UH{{IZ)JHzE9AIm@TQff}3^FXvmD}9rUxl{D{e$vYD$>_^_k|5ti zd$clg`R+Y$5cn4y-zs;IoM*@eo^M!pZ*s6YUI6rCyY;7vN{f^#eR?vwV$ia4ITD``*+*nmYc4$?Be=nJ5Djed$Vf`pyTZfyo zbl1;^{29l$eP!yjxneocgZl^DFLw2FW#d5KaJ{yT*KcHR%z*fVc(~3N|INSu+wTt_ zm~8Vc`8DVp(nlEhMfjANaqU1C$lp=E!wH|I_7SU18Z*+zvHH8v&T`2eACFJ$dv!v) z=~J>?EJgbPeBN%`+~pZA{=gr?@0?dez7K)(0-VndF|2>2*nS9ud~ttI803TY%rMGtK$BJhvMpOJ40-c)_v2w9jd|EjA&zRQZx^ZwH z0-qnFwdP9Ljz)Q98h?yQc&x#uYpPa6@0h_Co-_^a#O^l;2}689evKKK9C|T6MBbm_ zm0#y?y%H!phUg!&WAw_p8?L|~l<$}@qruY4V}ZZ;{8;bqCvJEwP^cvSj@{qsO2Gha z&`ek1gnODor}vA-MddHgJqWBz7rYmcXklApl&A0ev z8+PG~a3HBg9{}GP&X!h?lbPxAWY>>~`k$SBDK6yDbNZ{=XXK>kz9t{few4x916- z>P|PR+JQVUeiP>PmkBpU6qb!mlgr2VDTNbNqbK*7p~&;~i6Qdu^V?Sd|51M@?*Ah% zJz^El|0d?H8s>O@4SSzfIPrVC1@;!H@c)6x4@aYnUBA_@fIM)0gyH)k)V@C{;8&sO z`&T%=;~}5TpVgmpc{vRU*m$#t=>1ld7h(23f{-vf&l5TwAEcpRD|-LLLF_*WgFi(7 z;Z$+D>P^y9xIc*VJ3B7vr`#o6u88W26GQUSD+WwroQ3LnSUxR|9|f6V>m4e&mPiyz;->|K@{# zF%z$cFy!x;uMr0RA%9u_#D6i!8{;Eu??wD{tyZa0@VN@{2lq3CxxKp`-Pvp}BlD)Duvi?)qmts$@@x_YKkB7-sbg zce~Y#AX@|bL;vi4b4_uN?;GI$IMPEH>>uUnA$e%p#b2WMiv2y#TJPPWwgBkE{vNOE zgzrP%Lp#zlSvI0%8A>Ty$CaXBxIsYG5=N*^x_XY6wq7(`VsmQ3vDkDTh z$|w;PDvFXKqf$~v$&NBYRAeM7BRtQ8jFPfivPB}5C`H!qJkL4ze(U%A_kP{a=ZQ|_56-^7ct>8$b(JgBzS-s8 zTF>>O_(??J##@vhrNjA2)E6<=7i0Q=MwTD^UmcY{qIq`LU1LC=XrFWD2l^Hm z_`v-FnBQE*7Y(&aKlpm&+-|l53kLjv`5Ve>Zja-C0-mJt{y8^n%g(-fD^>fk^rrcX zcYWgbdkCDRJ8!I-W(xBUtiSV&x<5s67T`aOCGBHO|3@Go=IeDVoy|{)p)_od^X*w1 z5@aJ)8c2W6#St;y57+YkM-1aT>eKn@L4)jRXP|%Me2tioU&Jtep?rwhc}#(e%;h70 zEI)z$V1C3ZN2xx{$>7)&yBA(?BV@+{-5_rkB`@a{h&M+2t>QqUxx2z z$iKPSy1(#N4u<$9UQ%DiZc<}gGOQO!z8?}$I_MAMOJcYm67@+8^9$_HjOlzSdmrxO zLwUQc81b{KSt^Xb7(Wuj|LLK8+>Z4ckTAeqDS+DRmia2!P(2aqgX1SL?@w--Rg>4; z_W=E4e(vY<43{@PhWpvEJ|5j?SM;1U2%g9CJqFJ0pnPKQVp3CScFA`M|=)+B=K9 zPxAG}MF!tyTvihA_hSEBG(Asg#{D6n58@kp6=sG`*JYS9i8Ik#_Q*$lH2vTN-V73puD_n4obPyt3dpM=QW5S z{=oLK^cY(ICkA`N{Ui4L39=uS9!K#3WBUJWftT;>^4XirVg7^l^Ez++*3&B+#%JWk z!*aDdeCq?{WBnFSkP7{MvH{A&_=6bYHG2M%$&;$kR4%{8kE8;%6ZY_Um00-*$#e1R z#XZ`m+=u;C6x5PoG&-;~$@+=-*vZvdF z%*Ao+ysUs2?3Z#M2@ zaQ+bM?;AEP_e)tV_!rF2_lE1C6{B*&KVyA;9~{Z)>X)NT=aU7#Z(S#(|7+ss4a*7IZz_s709qYiT;YQ zD~)fAk1%=A`*h!!fYP~qiTVB_G0bPtURi#x8Q08TcdBoI65XF52pAFU_5IZX7;o_T zfaOVJhRUvmcnI}D%>4~9xA&D&w_^VEt6=BP1;l*)ZRN!cZ)z`!|9=GK!IglD3cs||g3qT`t)6pw$GQd{zY#-yP+u&a?I#h#d>Z}R>OL`(7xnXi_Vt#?fAyqi zA!dDFL;d%*Wbp5pAEm>35c*eQ9v?EM?=}2zlZbi9#|h@cf5~CKx}iajHM#6pAkc?e-*& zGnRw(Z1h)wjylZ+R#NaiE6O);!GMar?@z;e59%lIfy}Ww(-e>o+8c2jw!T9Q;}<>u z*w+1Ph#&X|%K!O5UB8?IAa6?lZffCm+yV40xnD>Shz$N4#|vUupFsH#!}#HWUQJ{)|<^^Z@~2AD65me>Qa0)1~TAcpY?+Z+6{tY(dl8jq)lxqOKE z`Wj2Wz~2A+wd3}A;{Vq~{jBYy@VB^XFN`+n9tC&V!S#r_sr?Vi->!8x#h^e3S| zw`Ihwwvic2_Pfq7W73EiO|TElf1TBWIg4Zi`FIgFIw${S`vagqd_QdVRj&rSU%=SE zh`PpzmEC{%iUu&dYiS96W-S;VC;?GuL#0wTwhELafa{balBYR;mljp zzt3R55%VX8^3Xol+nqkRcV!k|k6AzUw8^y|!SJnP_FD;&pCco8}2iXX<>1@dnG^^lA3$0k?01Kj|ZpFENbA*x!kvy=bp2 zoz15=_wm=As`mlfgZ-Tt`a9+yd1^|ya?K$~M}HUjLiyC6s5X{i$l(V{7_$83hPyWcbx+ILU|Cw{t$As)Q%^f z2O6P$#7B*O2(}u*_lH=Yt;+sG9mD% z&UVn6Ov0V(v3+20`>yh4Rz0UFV*ByNi1bfYi;_=fC8|^@!IpX^OO(gmx=HoLl zU!P>m`p1sDp0EDBm;Z?;t#uL$uN?w>Pe{%Yq&*^wiy z&hh+-`TTU}`CB?VLso--Liz5@)PGuZl4HvKh)2z11FbX z8#Nl{&nTZ=XLj!EC@sE^6!pKWzI)W@mpA$OtQeI#@1J81!Fdo&-;+93``v+b@P4>I zK`hVKbBOu+*Pg3?Hed9c%*R(^urDm1aUscT@0KG!r=R)8?PKqOVQ=)NSit#4>_3bh z*z=eU{~w0(j#Y9_H|gRH{TtU~7(XZdGiLF8tY)dGseXd|1FBDKuT^UOx|e{w(OzQB z20U?pqr>Gx%;TF_3&n_uBYL)@`(Fga&|gtru~tU$2Sxq)ep+nit=Cco+TcG?f3f)< z>9T)ZWhauo$3A|ouU&SB`|r3QIlaKZJs=PC@5Eq_s83=zkB9OkhV#}akGKb+qc;9I z4gQ4Eo0F@87wSShiS^s3V{mwiLoBoh)Awy$mS1}%wcSX@TXf^HmL!A!!u_p%$gp0} znsvyYSvs3v5Q9E2|NROZLt=W3fbXTT{QZ$Ha@^x1+5asG_D8#0jGpEJ@~7u>FTS+* z%7XTy|Jr}=f?#XpUp^l{ASE5XwO}#4kL@Lf`eOWYU}i+$oHZKY&rx2)JRUuGH?PBl z_n-Ls+QEN!J{L|G|DPY~hnUaz;@g+@nX%;=)Cbpl8CO#N@dn@T>CY0!Z&+UZ7)9B( zdm=zy*xvYkVX=En20{PE{vTg-$b9rm2RNUK^^LE%8Qg8mPVkp#fALLb>fXKWp}%1J z4-Gi`_-Lp(*C#PQ|8rQ@u=k|^GX-{D;jm4I%z({e`$hR24l#c-e#a7+4`BX>)4u9x zx!i|ewX@1gvO;dy$$wxj24J13>N#7DY5UsU?09NtHH9a*bA@4cHZ#4nd6{*$pi zorfa^{fujw4)VeIBc;Q6s8$U2iR;~z4)f>MYq>g zI1+IuY^c06tUpV>4;2u@_<`{ZG1v#n>&TIj3*SAnR*ffl9!b2E+9!4q*aOP<$gRHv zSG5!W-!YD72|A*pulHWSd=~A282mS`AF*_{{>Ipd?1??k=Bo*hZ32({$%XT`XfFv3 zp#?ViYA}CC{T)?4q1K^(Dy)Z~JdWyD203>XpKn6@JL>jrwCh6?@b5TY9g|YKx=I#4 zBc=C`ZBwc1*GpUFCB1)4ctG0p>mj*(D(~2jSA8?aW`KT7CHf@>ee1PkuxD&POK0a} z6Bl*+8rQ9w`@f{I=^c~0JmK;t=HFK)_qk~_;`$Jfr;#N8Ae&s3^k)W4p`55#v{z!#7uJXI46?sdxjtR~#4Eu57uwtD$Tn}hg9r2Y z>ddN~#VfsxLB43;#2{ac9~hUDzEU;g^FK`01$|<9sk3?%$<%b@{Wo>q^wAYA`4FGr zdMhz}FNN(%edaLk_gxuyAJ=D7oBa0MI4+abB>9|8_@(~g?kql^PMd5Pxn|^i=x^xH z8ME~(#%#Sf?XX8i>ezmu58MwVhVdTdMa<8)r9JLpJ4z(}ej4k0PGw4ddgB{7AC2Py zF`ti~vz8Z1%Wi`45Bmo(KVNxHw2U26N z)`ESazbEGNf%I+X^Q?PVLwm41#_W7ThQqR3(O)m{@i1de``d-;Ti|`nKO<&edf1tH zAaAs{j63Zk)O)x=f66Tap6$P9ymN|~GPMnqhwUZi z^M}k&8cA9o{pAi)dl@r-e8K6c7rssHcV@UIpPygcxa4bZvpEpY zkCL?K(u}gIHfEpUz5uk(OS8Ib?CTSzs7Llq4D!P9iWvF>`g4}fzQ4Yd(2#xR@DM(q zB!>H*F#pTT(ggC2!QdY-o*)MKQ+iNj+HB9$5D%fh%ksUfpR&b?#|K$!ts8y9JA!@V z^I6GD$N2=_h5lzCX%8{P8>qjm<|}8%zR%M{Au>m z*YG^*Q{ZG^CVN$d_Yc8=n5Yl)Z#nrGri1sYVjk}{eBM0IKv@c?~ zPXpyIeE!91oa0(9PhsQHlFe-v!F~t6FLLtRqxSj~^e2>$=AS`cYMPWwNM1J-l)_a9--UP| z<#(fRyZ6TV$6>yN^||3xHoWt>Y}r|4A2-~*=FP1h%Ev=u=x{wm!2;*kS~qOhVLEF|J@uhE;!(@9oQe1PYm)Wwyo;DTA&L3$v|R% zH<5XKeRJs+Qwv`gxw)kOn_G@utEuppcb2Kf=aFH((X%D<@87cHor0G}?1uOT`x|5C z&$4fQEtuva{=Xg62Qm0tl;16bYmFZ>gP?u59#72WL(JF9Z=IA6F?h8c=F=#TTe&4( zU&h(OeJZ%0ciXJ#Y~Z`;pkK`Y_HNOTwXgsC{`U6ekC8eW&hS3k*X>tE?_b#)^ZMQX zwf%fu{ckw0is^UygilNuZzi{#^1EYOV62(d2=;>g|E|`+8J4xZxxL>l@H0JQUJv~p z?I~x(eOv9@n?e3KUguo>8>HSz5#lwJSFX*x#TQmPLU~x<+|bi1=4qO8hv@m-=wlmS z4m%3jTP)YlV`FbreoHxSqSUNioP7L)$`R6UXmY5{lmVYmtx7DM4 zqQ@TSpQsPUY&Bg+mvUdubbHpZ&yzxgcjf9=T(yd1Pfp7-bb zCK{sfGxD(BiuJoc%JjlTlhbgY={QMyiJ^bvc+S#~{~xE)c*xSP(s;<;uO$7kbhf{B z|I96?4I4s1+1Njcp*CnQES;TSzhCsiV(IG(5Z_=tMhy0c&*zUai)#EMZXe1g-$wh7 zdd?Wo57wWU$4|r%uhIMXJlG$-zxhkzh4As*U*~VLbJs8U3;APwM-2Jn^96%4z7Dna zgZT*BYeAyL>v;zjLwte#ftcG5F^msrf9!d-pH^^RZdcKs0npzm9ht}TES>Fd5X1Zx z`%gjj50TaIGthsreh&sK_^!)54D!SL9z2P7-esr(U%!0tJz?JZ3DaRc8T|(_*bn-9 zVz3vq_lMncYy?u`|363hJsdiXIz##-hVrq#j~s6pha}tpe~9&a zR2R0=Ny85GiTrr*eYtBo+8__?Z^W?Qg5^CP89QnGF!BF)(euQqEWIGGzVEdfs1K#r zJlb>qSvVixpQ!Cwn>p{lctCvx*?kkmdsd_Go^-^p(_)7{*(a zSE-6!uV2YFU>{iD(zX-&K6tv7$LpoZX9wu7>J9N7+A}fekN9E3(BYkC!}0F}#oMeHs$#lGoKA^o8|*y1_Dk zm%zvq7g1>xaYpDDP+et-jU3eTQ^^x8T{P z9?NxhwgY*ie27)`D8FYvcHEBe2!r)}^asz)`%E&oNr=f{@ZuxfvUm-piJ?%gAnKht1zQfIp)A%1%Wse4xeGvtNGLXAv@>0sIH*^JTNbgjc@@bNhQ` zY_%iL@gIzTD6dyrKQ2F>Ysl}Dd6gfi{;!}0^nvYpm4E1LaL|A2`>#q8M`g`jpsY>x zd(%Eo>w8b}|HtCPZTD3Ce@`gCH+RcDZC@0E|HAsd`Mor9<)1Ck{#}yx5`#Q( zeTNwA8SR5TAJ>}Ueg-V>t>aLKn{h|MzKNaBmk#-|7yeHL%YW8m!-w)N7$aX<-LcRZ_?xKFP}K%y-#T>x3}`>XOa6K zIKuw}V|~gmWlY(6eQ~>Ul;6A0MVEd^-{$guKSck$(((_yKfIr`_nBObr@{hi|N9x4 zRwlkT!QTW(+CvQc8@eqS)1pzCaB2hVo_1&NH&-`%rz~NAKwUQX`gsuU}!3 zm~!p)QN@3>|Ht?hznf0DHjxSMeZxj%|;(YR#ONNth%P_c9Vw_`F?PXqWZDts~^I7Rcvp~#8uKSr>}zZow(jxvrFN;cD@pay;uHSd`?D`P&i}kO)v+3sA!NWk_#DyP*o2?c9-z3VX7MaIewO>1Z z@OrTa?w>?^|I$97{lC5Ez#g$aU$TVqdG{j}-b>Gsw2v6_|J0H}UnMOW_P=odik^q@ zd11?R@b6eZO6ThVU+yXzoS&%-=Se8N*)D(o#Vasgp}o}gFK|5MuLA8ydDMBUZ<{x? z4BCV9Wn!=gwC}H>1FYY!90K!2Y|qyM6O{-1rb~~f{D>hwMtRnUP6$|9P{I3aed^&x zN5dMBFYa#;!~O~O&juftc{{GCz3#_axqrWy8&YkbsTKLGo8Q&soEjLB1_<*B|u`Ykb7I;afn9rORO>gs}xZ@nO% zLVYl1--8f?e@6ZNh`+xutlLC*ANBF$$Zw~3DNUGfqC9`f?9}YLLwvsh`j4M#BixI! zJ>mQjzW+1N^ucX&Rj^O2fAgAkdJ4UtgFWH%&F?*&gU)s2{-e3+>G(f?tNH%+uPM{l zJ>Rj1pJ)E%IQG}Mvio2^s1IV8?_qs@W$1M1xO=_A6Y3wt++Prby}KhtZGY$H4j<)}I*Sb(F{N$T7~guPobCFy3cvxZ65|$LGIGJXQ&GiK-08QaqMObq8w(LWIL_=@q~*7@`G zm%ocrx83dW1=f?W{fwO%Uz>NKIb$*WzcUbSNOzEG-Zpnrl#8nCTco{Yi2NyZ<>pkImn7=t`1KYE|mKZMeq zl^>T?^LSJ!?f+%n{*ZHus`R{cYS-sJ+VS9TB+FL0jKm%pLw}U`3!$9On)*eSs&M{6(qDyg-6kx~ z8UKTg$3nSxzvbhcesTFLXslL{e)1aHgXJkK-gDAu%Ne#lCsbJJYB;g~MX(o2-#MU9 z8%uSNhh#hxDj-9DM*S!pvf1L*umRTNB>hpSXj@-kI(q@z&lW1lbpLdtc@ms2!}=w;(Lz928u zpNfYd;cP0u&s(VC?Y%nnp#!uZ^+62hMd zRZTtT!TB#tSFP@Dx_9so-e1+W#-A(+a)I~{+oN{vW-l|x&tQMVWjQau?@NL9Vt-dd zX8(UGY^PYfFk#M8m~WxJ+x6P=I;vAX^k3{x#9*&zAMMO<{%y{vhV%E5^;ID;j90A~ z&R1f2ln(h}`-#DSV0+r#Z)>;jp7{Txsr-`4m`b-b5MN-rddJ9ErCY^dpA!ErR1XzZ z>uQSQQOS7%&a^(y82Sh1N6)i(NT|L!s&nRpp{i*zXC(H<*ht#2C4;^1ZOLH28(T8W zFa28aJE`%l_%ojOWaUBoCGjLG{tSG;sgkVVJZ=NBc$WdjesHqg^}SJ~IjQgXML2d9yafT@U1o z@+M~MxkARY9?cly0W7bhUA=tM*&(q0L>#L5GQ__S;xBBUrmV)Yk1LzOKVx~CPP#c^ zFIRK_t=SN=YNM;H+ATbfDb!M%wfx1B`w;)2y)w3<_G=wfPq8dZfczx;OG08UU#+x3 z>pM9A0Q<%Aw4QZ8v{^|X);A^V8$x1u9_^Vi>(9hel~n&uV;5+oE6n2lvD3Wn&#Mxi zfc#KiofgP>ESk2R#Unyuh{v)0oeEtNpPwjF-izlQgq;V!RtomgXY236&SpIv9h$}a zjXfpyM-1bYBz|V;Fh9rovgc`iPuTfv_5`bhbuhog@;c|ZW>53Vf_Mt+*ZE$>qIc~Q zl@Bp4^$GR(ycYaB+EbUw*3|_IdxJdi`7TqN-4v%?RQX2o?=tu9_N2$zVE?G!E=zud zXBwu!{08gS<PXBkv zn0@cY80J^lo^DFR&6S?tgY#pO^)?}6Ixou@;w`K{rL*~huv>AOjjqK5wmvEBZjyg< zz`IhAC$_J9gp_L7g@17%apO|`2?Yqb@)h6riuTUfhx#)y_-|~l-kN>kO{LFyJgc|i zZ9&~qYxuq!>!%l&@lQqdJMiuFyP2%Iden0yyJ2%L(^P56_ z`{=p9zLv84oP-9$o=iPAx-IX&2APACL%h4Q`Kpi@><{JDtM~ShjEA#fe8%y%*Z%0B z9lv^jekA*$LSpWZdtF@-KW_ef_212A6EL;nY9- z#+;UmE<7UtfZp%h+!XAl*n!6@#4x`=d9idKDxWc(zZCWx_BLaw;0pY|C+er)Us=z} zRBad!(4P8RzcKGKV;3La`roKp73mfY@ga^kj9LHcf3JVf8-MmdeNex|&_0|m7-=~_ zosjba(y=^ZNGCR(_Btj)6ZDVql@T(xAETvbEK{Zqg!3XOU!(2sZ}*&-0rMrCpBSBv zzBTWt1s`vWn!kq~HdF=L*?Cg%OaL}Tph z?=kBke=Of*rj&W+%51O)tiMU9T#!k6Dd-pLL(JzZ#Gp^qH)H01O?G`+6X?_*{0+`u z2Izbrkotp=d7O)IX8Q#~Vvq-xKXBk$tDwUdA$^`?{3V9+F`i@T z^#7?s#zyRYE6aM}>UR!!pIb;sV1LZq7)Ip}sMHlQD``h53`?g-HSis|@A!lq0b~ZJG zd@y~;n>&}gCKW^fLU|Ii^=skKy#a57@94vLgz^5cMY$SdWl|LByq$2^h4s~k<pGv?eri6I_A{h9>}GNS$Bz~AG1lNjb(=x;u{z0v7~&O_4>64A zXn$rKHk!_sDunVUOYDId)^BxNGRT|C!{;GB!}yZD4_9Eed>+n|pnaIdHb0%>d=>1) z4bzb!{-gE~f2R48*+C`wy>U;#|DnAwrvFzGnw2HkKTGcg`owt0+wOD+)2v{zMcmEgz_I=(X3)(?F{|` zc|_-Jn_`D5K>27tBPQz?+Qohc|BCV*;UJ%|u5cE+uSGb*H*r=@WD}3aMvhWWj~@0D z-$$Z8M%8u8(5VYop#2IV z;}>L~7MFfs2?|&Y`x$7j7L6;nt0jl<@ojX7;>>5U@?a0BA7YqqVf`6*r2aEHq2zJy z15NOM*nVQ}KS!Ux)Uk_sIrtxxCoznl*#C$jp27Aoru!>|qjQ%X{kZi@+cWh180j&) ze0=vC$ciCl?0uZ2XxqM|f!tolr#G+YUAGkc3)=7a z7n9YJZfu17u|33meqq()Y}^w4WNv>}VU|*>J)s+A8tG1k5XW<9;(W3sWh-v>=X!Sc;JwiX5$HxKGh_cCmZSYt;lvXYysJjtX7|4dC;qcH8M1FS z+%JsvvvxhU@>lzPFkYa(tmoa{)Bd_N^aqSbh{6B1N(XtPKeK*v_nCTS6|@i6UnWgS zZ;Y270{$KA$C&QJ5>A?X=aZS0`2UkpACo+`x^7QNqbV+nd|Q zU1R4Zgp(iJjCwe~5A-+ezr^65(4Hq3P5rg#avt*}q+MfoD@+OA<(~4pJAKS~)^QeA|>HdBpF<&nv zX8XTFo9$I$zGnI$KgvJG+UQJVFw8Gdem2O^A8`GZ82S&&!{(+)O<{H>?DydKLk#u9 z{!9$@$LFUkpD6E~;KbuY#&o_wIOX@_`>~6C*#4N%c3eZPORaVr4_g0X96<83z5B(% zYib0<2PhBQ_ZRQR9&2d(iR5o*=WA+d?gQ;ZdE3oh@IJ9(DflzAU%OpbYGv+c!1#dn zVRzoz+Wd|9{zI&XbVKGU>Lbbm9q62>FUZ<>Q@m;96B^%tx!G2HKf_Quj#JU=bsd4o*gYdAkc?<0eK zVfoVzgcWX#)Bt%>dZCreoh5L8zf8Tv|4l<~yF|KID^8Tg^(;z<|L@w}D*c_5OG}3N zDB1(dkIu&liJ||a|6ts}+DGM|rut3qf9}t(0p4=VUro0x(hn8^2MGXB55!1z>C+F~m2N9=A5O&%TeKFXE!w%e$YtfzkNA zOK1BF_9oNgpWTXp`&-aoFrG{8v$yrS(&OG7SdXFdc1Qgg=@kj}!Tx2B%=SBl_PN{q zix>O>`$2oQFFf(Lt7aMO$Dq6%hIqaGtCI8|kGglM&Pfy2e{p=AIiaD4Ty+~YZ&{H< z-^6ep4C}|z>3p}482la9j~M(V%6q0ycjL8VtJryI;mpkJ@q2^*8}DZdgoipd81VHd z$2JZ&25&6*zLVE(dAQeR?_k6}xO z_)&6SkdQr3_qA|l>o=6n*R$C3h14EL|03Vf>lea&5A{h5-*=&WiB;lTGxr~}1}^=a z_G4VztCT*=_n+#Q!tM}npuZu8^(^fFv%;G!Pi&P_VE%#_`WMRAY0&^r>G-1%PZAf% z8TNg;iT58TWY7othdDR1XAU(!1@B{h=XP-^dY6z0{uR^b&UaX$*QW~XAM=~LFLdeC zln=08i~gH2olg)thu7_}xFo(G6!qo&Yv6@Nk)>*HNI#6dDSwx-owuGSmXo9VafB|@ zcE{RGOM>?$_aO*fLOUdV=qx@DjpGk7w2!#_=EDGM@qMT0e_W8+|Dg!yMVzpF`zsFe zL;IL-U~tqby8+?}l;`}R*1h*D1hDfL!ueL=S+;Il|9d_uJ9km{!!m3=dw%kOO0QQ2 ze0^_z?$3l}teIy}Ad0ry7>emDD{{`trQc zS5QBU?}+*O))M>l$R)bJ!2e?ZS+e?8eDR@mvR$PnNaXJwd%uIGN)epbMtOP1o%D!% zat`cgDW)GScdkD54*VDD+nbpAd&czt2SV=)OKsmJt>o?Vemkf0@ebJ#pJ97_1{{VI1PPWtUEVDtx!>AbYizu;Z^q+vM_PhfrhUwj$g-SrL3kBDpJ13Sdk z^7wW6HNlt0tvlqBD1F7SMz@C7cJMuy|3s|Nlk6|xrH@*~RvpDkl0Rd*FGjf1%_8{4sSvPF)bGluyl=y--*A1d z%wA)cHKz^im+49DjhOp8V(^bBKVrUqzw+syGvhCc|1T{F-$#b>aKC`kVSfYtGco)B zP9aO5LiR`u{TIty<>OrWr$-3HPiU{JYM*9njB0}XG5%YlBQf-Mv=3q)e-QKe1ACv1w`&y49w=7)fcG(f zVjhpKu{4j-J0&M&Z#+yQFJkFf`Mxb#)=~OOD~^-SY{ebP|Izy}e`@tU_-FJ-ln(xc z>VxIO|68LzSbgZeQ6VvpM_GCv$)BY&f5Xz*`pTMgPlX1>V(9Pa&jMG4zdqMnd_D)| zNeuG9{uz{d{&wF6@&4{JN&ASwA1rCb2k|~ZAxnQw{f8L*3Hk$;KI8wGjUSXQy^q?% z-e>VTV>W&=eog*>u_M_hW452pn4Q-Pda~Z?a$r1P&kL#yebupjIK-zYAL6!j-Q+1_?KXBXurWX=4ExilmqiSl;7IDDx2h9?S;u9G@k zz0F?ye__}k*LBf3>Ek&b`~!}MVa9vX@?|%}dJjGyHYfO_js8iPzoLI(oJjqRG20&? zhVdHf%b2wO&|edS{UEO&rQ>>~_W?d1SifdM+M&EQ zJbqn&<*B=RSeZPVZ>=x$+cR)MEgwI^yEkv!+}RZBgY5|)q?DxcCL6|otRFESZ^Lb_ zMMUiE1LG6wD}3SUC-2j8K)yJCCWiPD&22?8{q$N==n$HCptxG@$oWZjm8m& z;1SS1ERR^GjOr5+x+-Q%VI6Nz#K|93v%ORmZjpU3zEAmYu=x=0*UJm$|5)C}K}trM z>Bso|cw^F-V|p*{fd9w&<3^!$^q<@(N^HGglQ8Y&FP}>8kBPzmpu9Jmeo&Cf{m$dJ z&4X?g$jlrK_JZ=;JY%YJd43!pe>Qt3_nW@-Ae3h%>F>l~?|6QQrL+0_=7T@7G>*(- z=Z}Sv>(iu#7bb9fh&&pc??IDOq>HXhJ^D~C5=kZb`GR%)KzbN^YvdfpL^7Vr#qf(1<_ir#BVSGvq z^~Lch%I;IG&7dFh4@e$S%M!+R>a4}(5p^L+Ucb#D`2Pmfchu|Pzq`jf@%TULU&W?v zj`?6uC?8@-NB_>4z9$wELp+1>-%|e|bLWfM&>n2xmge0?6|Cf+4I}aRf z9aDECEgj^G{)ZUqgZW2KlC7P0wjJ05uE!F?dLp)mrL*%F#5`UihWuOQ$Io+ZohIAd zPec5@7>@sp+4(lcy5#@2dLHlGb9p+K@7B-bpUPHj14jR`ZDd*hqpz=l{h&OyZSWoa z>5&wyPh$Do9(PWfYofu=`)&IeudpiH8|MEwo)N?O5o{kZKVL!&-``Pr^u7bx56h30 zw_W!8!Obf+bNOy>|KVevd}NzFRG;mAaKgMjma#u|D zy}#G;Al^dx@5&D_{j}{3-#;Pd>l4Jh{N1{Ls~%a1^^5x0y{4p~esuuo6YX{PhDf#S zfZ;qpV(?d}AI5C|eRoDp_KT82kT?44-DNciPYy}(^Et#&A54$2lGWeoZ3gnj@tqjf zgHS#(b}tUEza##?9c&*lw3pK7T2i0S?r;hsk0)g?1r zARY7DJL!9|-`Gsh59)jG{a+iCOCCdgP#(n4f3Ur=lg5qxeoqzjjp?yLKf+Db=EL(C zPcdfWaqL0;m6G;s=|yvE=kfV;T#tZB zJ9S3G`XaWEF_TZ6?#;46F2CWvB}(7fyhQItcW6(A#J=N@VSLB+I>z*WBtl}CUtxQQ zrT4XF-k;g~F(g06%wMwn=>Be=KU*(m=^ZKli95JIRefPk=wB$GxRMxo!?@*OFK8ce zP2=mne<*_a4c2eph2I-WF3e&7hbKHB)u}`)%oOIk7*8FLKT=dGs}1o)gQWe8?WGnX zhj-IT*|7lnKbCiZn62j?Tva^o;izEVUk|P~tFx>Te}9JhI=Jb#y77ZJ?hg(=GMp;d z(+T8*>GATlwh6W#JU)o;aIR+R-wNnIxE@Cg_JsCA%-4HaI(;82jPLt=zw2=m&>!WG z%>7;b;741^Z33WvXwUKH0iM5Y0)Z)iWZr+{omOAmp%3?QNRN`pgBaGsal9q|FMoU< zdPLO zUr{=7N7BckV`pC+U3!YAA2ICSD`9InoG-!hkBoUc<#WzGIi{}!qv-36878nkkNG87 zU2$H2Reb*vKA$jYl1l#8X83*sf3?);BqG z>h8T`ZozsVt{)M@dLNcY4EjTRPJTKv*K}hLtcRffh#{Uvc^|iV8Drsc9QM!9evdB~ z7(VOw-}#l}sS_V~jB#T3=?af$U%gR(z>xckCQvmn-Ap{tx2! z0eAXWkCvJu?IYGae{0FmUxu_~s2|3g?0Gkue-lG{vA)D`{uSkyVt2cF?qerd zuR;4wsoSwdV0j(vkV}3RpLx?K_2NiG2{aJ1d9r9ZOG? z+21l<)d*Jn;3uSX)ii0z_tuQto|cYpncnuZv}a3JHISaxlA*rIEg9k;x0Vd+$2cCa z`t-s7+u`N8(Rmn_u1oS}^{b@uhB4jW!QKb?p#8CQc3%E$XJNYmuTMaKK>44Y_pfjC zk%c^-JA0+u@~mOz&>v7=XK!j9Ff#rN`bGai4Chto{d<|^B?Tb=k`9ADeAG0pLaNKKlkq6+h5J_o8DP_-4^KIsISb$ z6Jk^!eF1yH{zc6GKTAjq|6hXb%RGAGMxn`MsDD?9eG&8ZU}Cj5q%W4v*26N>j6=*~ zPVxCvX4TLoj_%_78gM^}80;0>Lk#Uj{a@(0aQ&f*Oqf3rJ2elei|7mMQ9UK~xj<|{ z>%EMP$X^n}{ygSS4Clj8pTsbpVg46wf~wCSdBo*=F?d8`_X*V?KeQKO@Lw2@5ySp5 z=6~_@^ybk4{Xw6YKe2Ke%l~qjQRtg1VDBj3i{%%lWR4vR_KD?R?qzJ^yUY&G)1tmE zzr9r%W2nI62V#ESfmk|{y^qg>f292CJIDTU91i87JzXZ=NApo)$RFqPjM@5Kmg|^l z6)VNx?_hhf{5+p#jZ@+J&nnxa{<~)w^k-~;*1Lk3%hn4ae!%u!Y5VF{Wt&y)&QW`= zT)Jd7;m1wL59@d3>c~Z(eV0Rj!tw3u1Qqv%?r#+jk-V?&G4Ju!>^6Llj?Z8HesO-k znHJCX}eXJ_ai7+(m6svLePtbq9#rVFOJ zs~$y0e6g(Kwm|^)5)}PTH1RrdM{Y*Ru z@f^xexTcfAis*8Ma_MY|eGxa(Uo)PG+~27MZ~WEk%aS~Bz>^pBJu-@hP+^&^Zw zh+)2u`@Jlk?MJe7_Wdz2_&1cVuu^SX&(m*tye9l=&_TiV8N|~lZ_$w6MdwRKgMLxp z*T?OA+Rd#Qp5G&>FEPw-(7!OI`?Q6OS%15pan|xe!&QDh7a zPxk5n{T20n%OZBv$G^JZAA3vmO$_}H_05=_=VZ^b^>gAjULYnSH-__kLvHp;6sc+4z#v#;tCGv>NPh;rlrk)(_le84KeH%7Ym6 zh2<0T_5YkJx~4x~%#+Hd{*$Y5DO^*_R#lIl&mFEGXlA4Z_Kxr89=NFeEmM4c0LQ1? z>RE}2p|ik#iGQY^x6_M&_z&&xUi(wC^4HsN|9o%K2Cu@%8W_J9OXSJeh{kVXs4t#3 zCWiiq{`a0u?$!4xH^D!k{)ypyBI@_vwSSv)`)+`E5$9{fP#&H?ByL+y@gn2X-PZM0`cZ5aPi9(n#2%57I3;r=o&d$5$#*D1g_ zpCIPrW8UZAbz2H9xBV=eCuu)1w0Cw(hWHxm&z`6Iv4!mU*Cg+}A9eu>z0N^@#`@iN z-yCS_E`t3KtpEM6p~F|EM?rjt_05-kaaF+<^H#md}{g@6nFW-XX(e?gROtydP)j-E#kZ490(y z*OSq`v%aZ^fqkMr8QV%(O7u$%=j%;daUQkz$)d>tt9$%|_F(@ZhUYQ=LiwA^{0#p) z-&ANkaG7Il5a=80Q#iw;TqGD-c@OQKZh}!zZ5>4_EO!<66_D#SNLg8 z@veSVFh8L3KFinjJ^v2YcTitNy{6bHpIB8Owt}=_`Zyur*x)2 zmd^G&h@pR?zKfm}O4JQlpWeBAb*tK)BSIrY*){M@eAiy zjM;u9F`SP?e@YDHWBkpS-LLR8yOa4*Iq~;=*uRNEAJ`v>`S%iK8s}^FKhgvH!}<~P z^G9Vq{;#h@)|s3%<@>DN&bmPZ#)15?{AW|!tesIZ z8XAlC{mg&t*gFdP(0=0j=h0aXv3z`ZM$FDb5%d1c(%E{}bN^Whx0J>Ihl=Y7&tHjL z)Jm5^`I!F;C(Gkr3gY{PuzoKNO}tgISp0v&#ASL)2F9mgd_enrx$xJcuamp-{g9Uj z=l|Q_oCoFilJpm1KHd<6{LmhV!CzzfuM88fr%kvo!~D^!gJWmC&%Ort1E77r68f7z z8)FXn>q+t_hWiiE{}IFd2-mBKp*-vl?0L5S{aXIomXUpra(%t-+)=HfCJF3&kR*R% z@E2G=#-~ZYZw&55$}f8g^6V{no*3*C?dOft$u~{QKEV7Q<;U2Ay}xUk`@$p_D9-@j zM~3t6Sl>6qZ%AHmN@8AaZ{rW^<+%U;=EGe(wIwcGKW{BU0{urz17m-AyZ!R1AO}0} ze^{Tl+dsKpYWo1}8SC>l@yDLJq=)?d@*y)OuZ-^r@icyCP9xe24c};CrA&68U`?wEB$dhb6L_)V>dkeKw@6 zPJ#V7w6_n3_PTsAY*6h-{+pPW|KWUmy|q#u)EDjhLt~(9PSbUWH(N2-JGQ6Nxo6G* z?O?DUw8u*KPu)%!|JPqCH$-=Rv+y?bR~&yC+qPytzxlXOFVt2?{Qod0kB=1v)s2c3 z@P87RKVxSq|I>o?-=AN(3H8PHRViATBtBdK-!ox-tCB^%1{)3se~RO6)g{lrGV`;* zUNQai_(i*aIyS<3A-?}PHd>=z&Psj&B>53Tdr%*BgJysG)&35oWBzqHHxINee-8bJ(viX6WB;owSy;JTK^^)Z+A}fa zhw}WY`86>pO1%Gv^8D)fW2#>DdlmXWF5$O&Xi}S_OP0ZY1j?^| zblS+sZ_6QGKzT4`>kGtuJg?866!gBw45$zKvj&q&dl^GDSbxIu8@x5{7)+8^VCNAV z4sG%O88#5cXOvGvdRV)QOOn7JV0#<#jX&G<>&EkMcv%a6bjgpBUzotr+Ih#E0WI6-NDr z{cp6lA30JTvW}a=c?{IokD^C$#o>=Yp4h&hYqd4?PA&xb;rqmJKM!(qyVn!Px}Jsp zhw^TYD~|Z!^q$9O%^yw$jjHzpe~;z;QZ>=NAE*fT-{AYd>?(CVtQ`3G@@wn7Ee#zX zfxNIjzqclCb9?p>><#0=-v_QrE1cAa`s4l@F|5yE{=W;2^~0`5!+a9+|1)H}%xlkU z;7?{s(+V)1Su*<>>xtAu*qi{arkMXSTNZdoHXmvBDnWf90V&#%}O{^E?v!6iFFW zdX1Jdg8nFZUL-Z<_G)9z`!K#sdOE2nGmhZn5^s!AW50Nx7%$Mz2GWdUkmMl}u@}u|ZyaIb4+K1)K?5)}U`h-60 zr%C*ki19C+Ux{SSEXf{}e-ZX$@OfF&9(SY@UbQoh!^y6p` zjM;t+WA^<4WAH~P50)S8&xmA4*bRQ!Bjvy6k=glko=*3vi)4>x+&c3_{Qr`Y_<=L+ zKZ|4&Uss&_Y7X`-8Q(>+FRDk+PIQF-&!hHLj1VfjN3-!!BsX$UOs4*P@F$Y~%^2h_ zv2VtpAFMw;&+JJgm-%PB_QTQeyrjR1-A^bYX6KJZO7`QQ3~n%h_(9S?MM?>Wt0(uj z1pS~q7^h+XVd=15g!wCXp8YiRWe?D=xkSIj?E7sIG4mfH<>3uWvpfyC{**VDZol%Y z2KHZ39x6jC|NR(m#`>p7<;uE=mE#t`|3_f`R7w}L|5p(J@hRFfF!cU)%3Fx|z~S z%)f}#22XxJUiKx(8|$m)H0Z$JSREMO(7uQvKP-=>(|J^pn)BU^M<1hMy;-uK$Qbk~ ziQgH6{97>_zgarOBUoQGpWUCj)cL`F2DV3SEP=(-80Ul-P%w zpzuIWSUWf`aj+$Wy-3De5lc^$@^6_A?KN!4V4srloIk&W?33Py_M`k5)BR@bdF~(D z3FHnA$;gx~A$hj@)N_N_!L+&euy;M2DyEb4}M-bv&*{|1pkLHahsKTF)V+-1d;^X* z9lbY7{d2B@_(U=v77;^#!uEFbe(C7i{Wj>6c(0GrpR9*4f5rSdKAiKaFh!c%8!_aM z_Q%pQTR#u>itW){;(qtr2LYRJh%`eqI^Ulw1Nuez5X1dU^!%xUjROY`i+ zeHHyy!}yQw*Xn5TOQ&N!`+pdbR)UUPxw2S3lKF{9>!|cB<0r*jK3a)hD^t2$W$Uk^ zPFepR_78}J`6c@IPI<5MVlypSJR&0I?{|84%XP;1pJ4x3Ut-ul!TNTV5oA47@a6Wv znD#G4omI7`3q4}g-jF^zTeqD%>_#~#2j$z@Z^iTS#CYESJAaC3ny}Ip+9TQD5)p%b zv3$m#S$^-LW7qdY<@k>vU*O>*wh{T2U9B6Q##2&O$tg^6!$S zqwBlG9L9gFZEEcG4}`B>hg=?l^P&E#PN|B=2vJhEPV>qPuo{#z|m+e zHlGo79nc|BC89eYFS{<8Wv5-z7vf254>9Ny_1D!q;^mIqF(5z8zw5@TT|ciKQHocV zeD5hD279|F>CePaUT#YU|1+f}gS;oVWU%KEEgAe}r0~`7nm^v47}nPSG;j?F90W ztRIWIExxYTc=$Xp)`yt;mu}Ui;|_F}h4>ZQLk#f->YJGRr*2=;L+V`B*?d#fU9bDu zdkquV`lG0OmfOZN?&ANKM}2i~+P>sn)O{Wg5kvgbDxK}mh;(O7-yUn%1L7YnU)Mco zwB8YE7%wqiA?E(Qr_|vb<9q?Tk4V(h$=i2$+dj}gF`nzWdxd+6mI<^U<NBP~COXR$qcm%B+V41NXv z7T?#anOyZdyF`uFUqpI8GMjrR9t3;CbbZS)c2eF3&|lDg^rOeDsWTGK2e3S1uoo;( zzxm_M-hGQ99iKPQ99J$SQ=ohe_sc{EJ(O!@epNtz=noAnX9YiBDn8FH+3yrFj-mDv zv-MP#4*w^B^)v9w?ckKXh^>E%3{svaTPKf#@e<`_@Nnsb4^vgyew3(}^3zRq!RgSO zB=s6S%pU#P#{g9l%=Ex7`W>Aiz;PdmzAfd40<^yHKSf2JnF_=NMZ z-o*5ONg~7cQwQqQ4TS%P!S)(zCdCGZ6oI^Pd?#k>St6EB`=uhoHJ4^5kJ$%Z)W{4l+bw3ADeW*e|4Vk5(^8#@o<<7wYF-})$a@&JE|@iMV0 z8$bH3m}0-}OcyyDdcR*%^T2Dv`pBOlefQsS*ez_}4H!>$O7uYt{SEDl81l#dPt4<0 zqt3wxqr&RBy&L%&j{5wokJ=l`->CFyUEOt0WftEUC+$wVG;TKZKlHyQy^}4^-~9^m zAl~#%c7Eytl@;{939&!P+axLP>zCET_)b3-NvfhF`P(H+9Z|HAWI<0Sr2DqDz zHCG-F{R#Cqz|W#~_)8Ut$FP0GP(QQ}Vu-is`LoZrz0Dp6`^~E)@*02){u$#pVukmt zd`yS>VE>|YIIl!3Jn}HrryulZ?2iLA3RATE&f)%P;7AvFgL%?&v>z-Q=z1pp^|=k8 zAFR(n--3uweP4io!T6uCI@u#J^e1c&F~lnZ=%f0b_xqfCzx@7u zKJGgAtb6Xc_jO-!j_*5VOTqU9*nXJUz&5iV?_fPf|29m~raY$Vn_R5e0TDk4!~dad z{>I=xsXf-`{+sGUf5;EQ;LrZSFkg(PhfTca`~2{1@Ha^Run<+#Tc@4jf2f2jtiGM@ zbd%+Wvxn8lZ`<%7c! zR!+E{*3;pLA%4L5ju`7@yhAMn=y4O#Lm2v>|2O9L%<8jvpD@dJW{d<`+s8t7mcgR!uvK@ZoJCX-gtupoTnnagtp+# zzD9=cS4>iibsGcfWLUgq@*=2X?WYOAf9%hszU*a~eG}X_Lwh3({3qP5{ojYz!vBGb z^55Aeh}r$V?2(-VT>C802Y-e99(l7>>w%65r^j?`qL}&{GvFWEm#LLjM9rCEzW*>i zFr;!!`VDB0{2>hS8v3tMz3#V3$c%z~HTFNs+#n&sClCBF%4hWODO#&NFY)<|UTEkS zxjzlsBmH9}YG=kRI1ccE_#bRP?!}~-An79LAJ;>|Ab)H>e%N!Rho_Igex9(;vZy09-8etTBj)xx zK4bf-&XqqP9>MVlbN?|xCRNFELp}R`G<(9b>DLDV`T8~S$HuPjiq?bvW4@Fy@Dt;A!dxC^7H8(n^_SxQ)Xe^+@|KoI;J;BH%zU5b z8Z9~v`)Q0%7(Pz&F$>t8^3K+peZP@yR(kdQUZYsJUxoZL`(pKJ{YX6+{~yfl)2z9B zQh=%*%m@9I`Fp3iS4Y->{$PA*Av>e(M14K@TlAL}qkFuulIsinTrBbjgn{2$e`APO zaKFRK4^n(b7~(aI_XxxMk)MQNe599QmLIj)EwSpwom{>?TbvD7dbH6R_76zEMTJY! zsO9}2{{06-{uJ%WazW@@rJ8ZFA1U4@4E{@vS~&P)oUirw6)PiF9^v~78~KW%x6i+U z`=Pob{xR%L@@80%^q(;7578c2IlZTwO&IcXIDf*B4?+DU%;RaBQ3J1b`yvDD9nRk- zbX!Zq_HNui*u*4u9qBAQ@5S}SCjERb)3;Z+f3vwevis44Dm))#^Va^;H3@Uzj}FcU zG0YG5H&hPvp?|UYX>#w5aXzd+C~upNr5z{T?}NUhJ`jfe7tUvr_P~&1JB0ab%%4uW zFuZpCP-!@i!u%rP|J6^+*XlSn8sZbwU)umf>+wqJ;NQ{T*;(v9eM8|D%ooQa%Gf1kWFB>K#_3Z74# zobbm>Zq;@6JxunLrTT@+pQXURiOv(V?YrJB_H0O!Z6tZw>(1P>U0!&91?jV2aC6u& zS8q5UK>6Em%(-@YlkopL$UpnDOWs!1-2r|hzX-#8Q2*`IPYS-NordwSzp0X!;-aGM zfj%RVycjMbeob|l@}KvZE?`e+&r=;T)2;0GLVu{=gh8Kiys78R8pmD`e*Z%KXV1-O zi0mTUjj%(1_ZJbj0;So0#9>RHQTA)rLA;FgJ4D!Toi%Yi#A7Hghs3ytmTt=w7Z5)j z6<<8vx^q0}7uI*2;nw|Ayzo6T#7-vacjn%%;`-~fp?LR{mQcPvI|bERF8tL1@QEIr*UHGc$m{Wg>nMhVw+Uk7+SJo-Q#)5Km(JY3F9i#%j7NE|&7a z`iNDIOJx6zK^_%%TF?Q-l7&spMa%f3OGS_q3v{r_pD%LEc2~uW>3J$98jm zO!qpjI(YC=xDSf;2}Ak6*qveDwIQ=ZU-Eck`td6@igDW@-o<C;XVz zN6h01s?YONv&}y)zx}=n_=EEy4E_oGo4rJ;c1o!Xk2hxT@UORGFmD&nVl)YE=D<*~@wUl`!AmyG)HgC2l!@=Wkt{>tFA7Y2*BHSss$O{A7Rd z*XTbOrvKYz6NdW^=-*t9+jc8a-4F6X`OPuDrEDB5{9Xe631P_@|6+JA3gt6r%a)_T zY714}#W8*+4EBchMOfhqt#_Mxn|{T=s5bMqs1O^j>d{(5fP<;)#3vj8K13A6uAX3vwI zX(O1B&D+ll?eAMWvz)I-^D2F#b9IE@`=PuTru+EW^Ur@$HJ%~-e>U=mFwlqe&d*$D z@II;^_&X~9bEdu`FBk4pAw3Hm3{u?fl0jZ*AB4ePusvaJzYDIf4YBW(3*%9FN#s&jf4_H;;5(fbeV2jgABu%0778D{)lxNeyHapS>| zPoeTukDY#xuEYKV3g}Wr#>c|?s3+>5FxWS)AB15(=pR`*J5M3Z@*t0iMitZC-yQ@_0zh$}~?q}k7?vtf$K3WUk_d)%4 ze|=u&KNV&0ugHJ*532RyW8MLMs6Xyas}-~se+GYt^K<{y^H1aq}H^> z^Z0CWpQik2w~xX1K)7BnzR|a3z_Nw#-h{r0Uc$g1jQ?0Uy>FgPn8zc8!9U~pOD0+V zY@2g|)4ODTv*F0l6yPt?yQFaLG_lL&{Csc8S1niZx3{@IE{&1!P0X4D@fPxnVRnAM zw63*Ko0A?;m7)4w>e6_WKEb z{_ANKu`wp>5Zw1cetYf?RjAtW1om^NkDiC4+&&llSaAAr3(MYh5TSRjr5h_ z3p9V9@Ey@*C%nPGAw52Id3ghu2;+C;zt5j%Vx9L1{qswa{xeMf_su2@@dK{EgkgTT ze_{3My*FN;zJFnueXp6l(x^@Rq1HxzKW*hAjiVzh^dKLN{SyZJL;EER=ds9NR?htO zDv2{&6BZhP|3Ur|hW#z!E~Dq~Je>gi8zY+ED#YABGtAbPRn~6mjeGd_tl6thB_0_3 z#S`LZv|onV{*_^N-m>blq|u$hUf^%3K4Qpk5Iu#N`5U^w1N%pP_nq|8q4str-*5S@ zX$jsqF&6X<>-!dK?Vohf5cq@hCoHZ+^7O6T=09ThLp~m1?%!7jd2c?VJ`(;fjP|(t zxzX69d;=)Qc$P4<$Nm{+{**A}>#_YBvueqCDt?d;{RhK(N!Vu8wX`8$;rmrwkJn7n zpRKYW3hV>*Z%t%qfm(6`_%9rvFyCLUi5nI(yDAUz{W$+Mxy9?E;r)E(Um0fcJ7JJN z@^kH6Q=^x!{XxHxp7o~BQui0_;_=h^5;?v2RT4bjSzmL@u&afM#5B^s4W{FdzrBzlk zOm6^r;t=|tbNx2^Zu>Ror17Yyj z7#|RZ`i9sZ>%)Et;}upuli~-~K9T$-Vek()e^!2s=x6Qe{h(}riT}#pNR5}7LiuOH zKtHzk@0WSsF?2kvH@N=#+a&(J^E?^&vr0rCVSb)S7~%)?2ZZ5$1LP+wr}vYx{WEsO ztZxy1uZRATF!(EKf7N*HT#rCl|EWD;b{^%QPF!<1J6KhYk81Qxyr zzFI@PMdcr4LxY+#;Qk=e6Fl3wWspM-&(8<1Y1^OCI||}?yb)BY!tJsyAH-`^n>_O#yAH{;nF3e?WcN zRQ+j9y23}O?8h;pW`cf~N+HWqK1oLX_v+*tzK_v`6|vb``HLzb7Zp{9{Pm=CY~+H?V*7 zKU=1sikx^j8O}p79w!X>8;m~~t|Ivo27V*|34{Kj{;=}t45yS_m;5#s^c&Zgt%~34 z`??K*_E>-GP-Q`e&pioeqL*Q|9&fFY34YnPEBt>F=R+9sRX9Fj&>zI1D}P@c>~|Xc zA@(1-?cQzKbwo3;(yrU55?pT$=nvOdR_;ywBnfFp!tNa=)Ay4 zzB}wcaem>)#_sCesXu$)Dm%jYd%@$iBh2q_Mo)O0@bgqU*f;hU z9a5^bC}R}Z2aXrrRM@fZd=}sD#tdJ2F#SXYtcQa|{97ki@8{G5^aJ&guxujf+u@X%(~LeB!h3Nz zzr%$dE9LW-g8#zx{&4M}yhA_DVEw}R5eE4nzhYfv_Z+l!g!L8kU9k~Y56d>KgZp|o z|Jb;%9~b5S0gU~}7MAxgFz7D-mh}6`v8{Vf4%!O-1?wM4IW%*8dm*>)BQ5UoE~|zA zufg$;j_rT6=cFgVAFO|L{5d^^%!z<8o;vC}JG|>PXUN}UJa9D1p*1j60^)Ow_l}-a zyE;;~1@>1+&(S=WWfgL_z#cGOiYt0s`7!ho&&S3!UtRIa_722*SpS&ejpK*DRm1;S z(O!>@+%hSwb0D{eW8+qT8nmSp_(k=jD)!6!2)}P4{QmvT-#c!=dr(OK38UHVl3@X$ z-^kAscFJ3FUeDnB^th(z~A6`D`8kqseP;U@!T;p;d>xle@`BZf9dXA1^Y`} zpH8O6-I8c|$^CP@(ubZ;ZWZ(P@p^$%u1gH#^Nn9DTkZ8<73drCgD~X3a6H0reu(tO zuh>0oaf|}okHdH{epS(g(N{b3`#JGf2K_K^ECzp!{w%(7&VtG7!@xgb`%|NDubcEy z`2QG`7h%v}l=rE_%kt$mX@h-ZJaj5ow#iAdpYlqg=d^Z4QnyGccpm}jJH6#cQp4{- za628xJAJBlr`zmcu0LlkFWT!KS0c;ua|w&egQ9Ypp?_?juy=z@^=ARd5A`YGV%+rV z4Z{EV>Wb_&A#ajSQ(Pp^M<>)7zMr}@5cG%25raPBdQRmK@8SFs`*c&Ce{>PlNB>9| z;ty3(|AgVb3(}M5QQVm4_n7k|@!9w!?e-w<-_IJYmv!jTiLb9`ZCuA@JU#;bqdz@c zS?6=}=PFoVas0C%;=7$YD-Gje|7SaN=TCif7xV+^AuRWu%Fns>>1!7J4f0(mk8@s8 z5}P$rz<#hl!jSJkdms$!JIeQ5`uTk_8I!>uqCOFZ`QZ5H-j)mrT<`?^!BEls&sDb` zvufQB^kDt-4i|&%)V(3!i}php{0++Iyra(zo9tMSFZOrd*L1K#+XC31qP-JVVEM}P z$px*SpT33tBh|mFr|Q#XFxUh7uOvOcm}~o8fqz(@JaW~`$L@FA*E~ zHwONo{!%%}8^=$PUlNm|smsqB34{Kkd{Pct*LgXM@$>bRiipm~zg*}0`3sVAizAx+ zVLy-i8^W-E$M}XYblw&ddu7*9_`AH(^yK3wRZ96#!;7mued6i@CtEvOgh zKdv`~xxEkue}?=?wUF%f^>!lHZ^FF4R7)}aCx@T&^HjnRKcGIOO+TLH?|vHkLw!lR z!; z5-E0`e^I@7{iTTEpwHMpVOYPAo{JZI`@DUA1@1dy`K72jvpXwy^8NdzkI&7$?D~R! zp?oi!xjcJ4;vVoH`9&DygYB>M+w?$xgd_J~gkk+fdI|IKGwM`=`m7lb`302U)p^6t zqb_V8)`hG2Z+1`MIT|k~V-)pg*#)W1M=J}y(ZEnWh64!&i zn26{n4Elue3t`|F`eRnk?kiqje{Oa9MoXCA4pDo;ARo*pW=>S>JfXY`l%qe(+;{Y% zxKtLbkA&|W{TlY|9o%n2`@ZpNy1!)6G0-p6#~Zbl0~;Q=v-dQzZ@S%-ALaCm@AnyI z`Iei4rL#k9mn+26d~b;v<K=o8LdV)z{mp!J~}p!>u9F50xJcly;=?34{Kif4t?; z`Qn|Fwcu}1KW~LOw&iy>gZp|&FT-nz--KcQsDFfcz9ehir9r`mHI+1ozN~HccDTtj zf`34L&X%ZlK0HGB|5hy#KN)tX_=PaU-zX1;my-Ws_2&>hgdsnN^ki#DKRG??H;-Qk z^Yg##`A(H{dt?YUCw+N2>S(;7h&*si0_)&=dN0q3H}7* zO~TxN5a#yB>eG85*$g|A{@t}-oIcF&SKj~Ff26760hm9| z?|$9bD}7?OzKMj4?6XFB(mk(|Pd=)=(4D22G`|#Y9rFUy*as7ChJm_%O zS*j54qWwI4B7Hb3@(;u-=&v4@`3a87{Zt)A{`TSf1qy+0KY>3*{UHqbM7;mV${WbP zGOWScHv~O;*8Wbep62(kMOxQ6*il@Xjo1Eb(Ec5rLH_7(@_L$7EY1l4d%<{|VRm1R zVR}C^n_>37UEV957#DXXpcnZ~82EwnBh2lO)o1tj@@l2}d>OD6>!4R*bz7pp4R!~`4u=$km{WPS%;FoLf#)AJ~ z|BU#FYG>JWHBE?5(7vDOX~cX{Fy!`5nCHKqtUmQMIQ!WD@Uc$WhV8=haOyAp%J|hS z;Sm1?i{|?TF|23H{=tt)pQs%8kMTTVuy0(y34=U{KI)&HKR@j*6X4Zd_&o*c|I-1F zvvysSfp{17;pyY!&-)MagY_HvLm2pj`uD71?cMGB3;6wu=kgc&SXZk;yoC1m+*a;G z?_^8(o*LT|mYzlPB@FQ=&Y#sk`2TP?(f{0WLZ2~9Hvqq=KhN1IFP4ws``zb=`FZX0 zWkJSgdie7B753hJ|A{~a?vG*nLjTgPq47;HUz|^2pj^7n2~$|_aXl^Eyx(kQw2Yn7u>Rxx3B&n2@|!T%r|$Yk>pc4MoYug6Q2*!}y`rb99&H4ouE5449@ zo$i+Tyxs!xME!o%ZSCojn00`u95LUIQ90bNMfwSYeWAQw>AHn~QA!5?gYtZ>Il^!L zyb}<=p?)yT?i;+eSuEqxDGvCH^M9RFmbz}q2$(%Bzb|JpFWOBnngj{jz! zv}xYk625nf{DA9e+2^f3-%RiD@yZo{jI3#R z#LsKW$F*y`-lYfm1e9;N=b(*8_MPPZuYAL_Z<*^)fIN|&^3)@ia))F1{;p!;frOLy z3V~nPzT#oj*sVP@AznfLSJdt(9rW8)j-3y^?UiK}J+m9vueW~NwkPV|gM2Ldr^?O$ ztv@?Y8SEGH2bI@m%znJFJFHL0@5=J&>6Z^xas7HXF~4fzh-g_4ieIZTmOU{a^joP~ zs$Rq|h8x7T{*6KZF}|X5h>vi+B+T!(v2uOVhic7jV+R~L0R9H&OBmu))R$^wo8-8* zm$2TT{a4?28ap(r6!Z)EQT^cCgMv9i`?nI&Lm2c$;~yMN^JnF1w4M+K`QrM@Fw1XN z|9CK^t()+BKIGSXohPP!9*u_mH|oRtOzE!=c5R0J1Jc7Vi%;I?%sKk|-ZJ?sRQ}GWcGOq+-W&4&W6|&{w{J&4e2Dr~JNQv%gIX8Zw0l=is}&vOxckzqKJVu7#(^!2Ahc@Of!fQqJkA zEBv!#cBAmU2jq8sx7%9kQ;qrlwcfz-;j6SVIPbvm>jMi%JkXvg+m+;7pL)zOvTPjq zZ?wM#dHDf{<_re?i4*AyVbHJ1e`APO@V*4AZ%^?yVenU|KZIevNFS@uzGr6T?EH?k zXZ!aC+pem;zdFHw8U1I2UqSSt*TVlV6TOi$w~X3n3;e~AU3ix}bq z{l78TzurHX?T@HE?1xdG8D{xVhFLt=P~dbacYUSY9P-DXj(EhMmYM|miS&F*w|;4= zSHk7@*=EzdqGkO+zwtc!^9CbH!=F8PeE(VSpxda_xgZaeH(~BS8D`%*G>VN)@BHB& zGc9%|Zf_MV^Yt%gL{J!W7#E1W2IPb#vr!l#zX6}SZa!$nWFH)oX zRN6AW?+fAgj5$kqKE7eW6x-WPQz-Cg@{!2XZ0g};Gm?_9`_5cbF^ zUDZ1V)*sxTeMwD^mHbiw{ulit!|cA)*WphM{=p1Huyi}&-W99E27K?!S@rW zf8X;R4j5!TF%efuzQD0J<-=yn66&`<3Dr}1v(^}jZPeWJbm93wU|Ymu%zTkn6~p5Jxn z(4PD}KHS6h$ke*+)4Qa8LOJP06c!4mq$MWBYPqi*?-y_4mxBLAm)_smw zB-|gz^48&r;VrRiAYMdywYqGrNm8NB!vKZO3HO?Jq;-d4i=F4iZ^CWUZRGS32LFTp zkTBdYLj7g++5IZQQf&Po4El%sBMj%!|6n-ZME})xt0Hwp`v|DtB$^*#*v}082Tvz{ zvT|37pIG}uvS)^m(SDFHjECz7VIB{(n@rN2pRiMoowqSuN&IS`Ce#1ymwIIZ$*Vnh zf_1RL1@?c@?DjK*ul1Am1^J^sGTcD++aa@DbziUVpiem84)4>4hE?=~|Jk5CIyUsM z%DgJfcO!o~PIWxZ&%O%#11d)h{)XCTZm7AsC_r^A%3C1jFmwJ`GvWSM6t4)xJlDmT zjk(PHF~gv*qW%S9Ny?v}JnIGeELxugVvQru1-&{VN%s{6;>rpWUf(x_cww!O{|rOC zG4*c@@rLo=7}gK%fADmSH&}b{-=g_24Dv;K#C--Tb=%ek`X|y~f%pxDjkAXMg7Q*% z;oxW9skZFANFe?~qM&u~S$J;~>q{sfPj7eb4f>7sCFTU)TN7Lb`3yf1J%oXNQT|Ur z80Z(RcO29HQ6S+V*3Wx;0o=zB@mnA{>eSS47lr$2>|Zi3HFWNT49s~>*p}uiU z{!1VgYp^N9^Eu29=g%;`XCsjM(z*WNbvszEMe7m6pbt1dDrfH(3#4@o0(LBSkf-=j zARXQ1MCjfM@DHN+RUm!(MQq5=GjKma6z?$%^B3tq!w|2D{DVL`P3L&8YyPl);{0SX zT&K2boPzK7aeUeCLw??faEA3k6b}ew=k3sa$Y=dz9Lj5BQ>lN~oFz6rBuWX%~ z*&flA-Cq|d7tQXqV&`fWFAJ1kOT9CW*aGJT*j`2aq5g)~gJA#mLgY^f!~QbtZw%{+ zC|@j~a=5QERM|r8#ZFa3GzjMMVRfU1)axP%74720sa^L5n(uQ7sX4woc=$> zFz^TI?K~l%<;}$PEM63Jjx_&uEBrC^hx*Vt@}|S&=1kBBEfIeS!}nllUtPKc9eChX z0`ZH!sJu(p(N0~q3GbWWe7ig>?k+cAIoq!bx(;qx8o5$J@tU}fsD9UdW}T8(?g0OY z^mKi(zwo5pJ(gb-5C-`nKM4cqjfRr5J)>6x1HKm2ifY~PiU?E5uA zx4?*=2%c4GXi`Tf8n)rgnmx68= z9CW@lyoU7``AHb;1?__{#IMM&?%nP>p3N8z-xHxdbYHaLQTu}DZ2v3h?tVZrY43fI zFShS~?A4VCttqhIM}Bm_BsD;;RQNtD+I#nFSM^@)>jwHm{Xg(5bu-q3^BgLFf8>GL zBn_}9q`!Mzv0`ZtVg4I&4>g6JMakvt{7TT{rdhV&Mn6~|QD1xZ?xS_0?@rk7qyF`r z5?^-R%Z1nPY5%mcQ;{P0Tcoe&3!9S5M|uK1*gs*e&%Le({+j=FBe##|z+2EB<1@m%yl=YRQ|q_Y+~46`NFS!Ew zLec(M&|gzxRHyW=aGs0u=x_V>ePGi!kRQss|FZLimNmlnVyL{X>%QXF-{3!xzW%M# zgPf#=|4T&w#W4LpO+Xmz1@%qCaK`$mmovb=(O(k=d#3W887c0S79c-SzFVMy81_48 z--Oxy2!Y0bO+)2EgzJ^){D5JwC#09k!G8b2Ko4TgVU;ItEz$x1j`G)BZEfMGU;*>P z`4fio5|p=QV#&;!*Ku$k73tM{T`coXHwGe}CUeV82vu z+^Tj@LYv3GpsYg&-06Vtjj?}*Sv)epRVE-j?-2Bl^bm&mVSQ~K^Rex%TY&%Que3wg z_nGrv6XuKhrz11l&Gf?+upcbf8JZM4aMK{rA8fBvW83rQ%NV$?PWadP?az#M!u&<| z83j6sK|biubj3%w30`^uzi~a+mA!IkR$VB3&w%6UcHfqBQt}@7TO3cf|J0=S4xb?3 zf%NN6U$}4o)>;Yr9$TQh=}hJ8fIdJkj<0*)z5Iz$3(GGE25MdWk=a`s&J!>`9O!0f ze_rwjjF0>u_*ngu$eaH)? zhOy|s39Bp{vRmZu2`lRlNcab*%ApV&6r17uXr$M0$I0P3x4*IP z*#(A~btBThZiV}_$WOv@mDGM{m!p&4oj3yi2;*16kiQuqk}qNKuc+^=KHWzbu=2OW zZ-(hTJi*W?m*M624uiKr`i5o?n!6&u3)r7K_Kz6y*XR$ZoZG*Vnpo?132(lB5$60d z(o(6E-Zxg3t;a?WKfUQM>CE-ns8Y3Z>g+6tmvDTeCePTmfZZTJ#KXp{Z7dx6g8P$U zb63nwEItMOqkkLb>C|>WMfiVIl-IDh_#J=TLja?^hO2)*b|cM;yxy}obHE>?|02xel@YtNFI-D8fcc<4 zkBD-(`D(~f$af$f*)9Dwyln&gvJvrpNkop48rST#}DP%RZG#DmS$* zdN^aXIp_=aZ|b7<_(hus@B{7Jv?(~L|EyrXewzLmysjeB3GypApHX7DeTMBB4f#lH zKWal;Wb#LC9uJJ}zV>vU(`fkq68SlLSn*Zgg;&A&#Kh!Ez>%0f-9s3_$ zQIR=N@eYsQ#@0NOTm7;S2BIG=Hn;@J)_ z+97{{^o$#Iti=9xJkX2sB@FY&{>MeXyVAoY8OB3;3Cnh8^>fGe8~Q62><8=DjNC`8e~rJuIJRxdVNupM*g^$X|xv5IyEQUAjrU3g`N0VV7YyDYyvyJL(%@ z9*r%m?V+I08OYBTr^?a}@S z!}m6*KQ@CsRyZvcz%y|i{toq zwhMA{4LZa8aXdQ@`;gRMMNl96n{2(vBtq32$_I+%K^W`_*F%QsJr4oHbiYV2x%kv? zbC2OtTWEZHJG-*4>cOy|!}0AmT*=zwlmzPs^3VR&i}UyIo{^r%%FC8n1pd$he&cxd ze_mWJdg}!757wXR(b3&WwE_5p^iPdSZ~gSe2lC^XkD2<^)x5N64Db`zU&7$eaefZs zk7oTU%akc5`W#$t9Mq87$M^RRK|`MJj}rcG1IKfydl|lT&6t`gaPi8>AZd zgT0R+aMs+t@lU}(z@qaxhQS{o|EL_+6Qq}6wtsZ~^=EC4&k~pq+V?aKm6PF`!vFCi zz0)EyOjR7uLOJf22!lT1dNQr_=7g(ZXMum%|MdQ5GS-=A;eA!q-|2T(jha312>c%e z%V#V;UlY-z7uerF7{(*KY^3M>tmEwbRxl%B-1B$8wzKm$!Hhq*ifkH=gZxDIl>{?2 zx<@{5bc63(vHi?@${&9nvIYII73n`=@L#w-Fih_|2pF~}|2<23>$B*bdhtUNpG55$ zUPSpUhFwWt2}6Ds^@%X>`yUMP3(_}B);8*5!&mmbmtdCK0DULly`V41?^&BtyNUT# zz^)G!kH&dAd^r61H5N7_LFwl$i%#mFt;nv{A^_?)tAIEncW&gT5xettw`bL<& z$0;BT@g36RI&1B+iGi80Kfw7B=KkJwRhRTH3HxC^r2Z3nNBQKRhxH%r&-KsCjkmvS zeFZD!{S-}l4*=9-v{*8R|(uNQM&uMR3bZvyf_{U!|M z7;i94_jd$@AsA zTNFN%{{r{XaDMZC_$I|Tg#rID|4kV9i~fS)%l{A4eKP@-^ZoR^4v*pm?Nh+tqdezt zICR#2Q8n-b>7DQIJyPskF!&RD(fsGvJIgi%*aLl7f59xtC9}?q2Kur7g1iUil0hpV z{zZBgs>F6Qde(FQ$}qj>E?C$vXWisAnUL>Bek@$I{z&f=!v789dgM0j-B?w}C>S68 z3t{$st$^VOYVS63?BgSz!uJ}HpKc46_fa4Cp2tUSi`}jt9Z|y0!v$`24@27e4}kvB zz82-{?Jyf63-K?mAB15&NB%D=vu(JnKY;JI-3RCi99B8OdnU*a_m5%WbrB^J_lO_v zwQlwyjT6LUsQu!FzJ`H5l8~Rk`7RE9zTGWT9{7#pFX?yj){NeRVZFfd3B!7Z;}hob zGb?BLt|hxGcI)M(!+WbJk0tk`rgQ{!0{cXMF8RIc-j7S}aNhV$Bu~O%-%&YyowH|PFgX-ZV(lsTn9FY<>l$QQ@+Fqj{j zS{MZ5A%8vQ4hdTwz6<;v#`lE5e-ciOIQV;jGSEZqGZW;~>`lRcqQCL@_OvO?aXXwx zVt<|sBfWpPs>AsJ#tVd1-jcs%n8jzFZn0{P>R0)C=|6W6`%Nm{h z4ELLGJ!F{ecf2-wt(oH-3i^Qj@!A-E-9=Fol$+`&nTXBbqXXY3BmG_i)2)jGR`B&< zncko-#!pUwys>=QH{BPF;mg54p*)svcTSM+H45q@KM8YwFHg4_nPqkx%JICBFh8$Z z;p(){+F(5J2m4#GL9FHInLb=!eIlo7dg{*S@xITC;BS4i8sI$@w3n48AG=l_ii7bq zMEqFk@ioi5)f@I_NbjoLYkLL3TCiV2{q-GKljbq{5$C6`_41`zQg(d5;%hH=$TNC9 zdrw&4yHWOM_ypnq_pm?TeTMbPgFAS>ZT0M%>Id%+;_Kb&1FOHDSRM`biSt>V^0YR+ zX+F;ftyCCA7nS8Tqw-Zt@NNy3X)DGV*`@ zZ^^DY5!#Rs!}c5c);=3D*B1DL^*4Cck8ApQ3HFKg z{c;wKT+$&6{sQ^!SMi~HbkG|45i}mdhX1d;AJOaAp&Zw7^flzSu)V+5%)~AuFM@nf zzx?fV&fl3}#P>Ud+5LQh|Cz-No_&SiXXAYy|8tJx^gBI;|I?wp`M>$rVfRS__=oX) zfZCj`#}`$CzM{Vi&`{qWTx-ko$%LVQDi570H+zaL_)nxS;OOVlKk;^QE<}Iek;8{H zL&nRkrtt!=YgbKF{lWcbVDW(sv(BA`cpUl7Fv~Xueylj_IQuKi7yA#gKN6`Dtp)U= zz7Xd65cEjfs#A^%(2M#=n4hl({q%pf*-5yc!u?{fo!rOY8E4shse<6(GmFoBw1NFi zUy*(ihWjk&j|lVq!=|wAzm}ODgZl?a-=>RagQ9PqgZqRSzietgKGz^76!?$(&COch zUW%Q#02t-BIkoHL7|VNbp9J^sgrOYyL0H0>^o202U#QO^MrpkwmOY30;QlCNtAsv`i^hwqxp|8GJYkFdNsI7{QBWVxw-{#U zV_O0@O{lu^KYiS4ra$>r)hN)1!J_dPjwb)da3A6)VIKc8O!wynTm9W+ugy1t{WkJ< z>n@LkxmGb?-++aBA4fl_sc8iBsw>^aS=dpe0f*jkVgQgIV;QB|H z`^(Tnv6m0WlyZF!J@a~t;Bz~yU)27ZeMsKO1+ZQr|3eGxw0d3>1O34M!n({%wmkg` z?$e`vg?YRhcIW$d_m+3M(_8dT_o3(!TB=EcUzaO z_a(+1f$yWy-!aVMe}+F$`)!81Pxvi;3i^)vPgvT6wZCvF+c~^DU!S(+OY8mYa~akb zUPO>Poj;>tr-Y zUW7qAv46s_f5q_$b9xwN`nof=?*qq_4YHS6{iaXTz9)4Cd82*q(kl&ha7zP>{qGw7 zO|E>PDeRw-9}Ls~=LEYhsqIS5oe%LEj=$?ypG&#wulahkyNiX($J%Eg59I&u(fh2t z?_5?`L;dfbcPaeFjZEMtu5Y_HMayW&SIak&e0T2(t*h}?gZ&ZeD`D=R2t&Ss`agG} z`_+DK5D(*gcGt9-C+oI|9}?FU=_6t2@4(*}{H4j?81_@BKdk;V{GLTX82B^bpZYV& zf3f;g$e*(M`zc;!@`*Q*k)|NBM<6lOLuYJr(>T;s_P3;o<4R`(A|29%`(zHdPr#Q!K?hLc!-R8H@q2=-k6mF~Azcpsm}`|$FFO!j^D z|53r7`i;5kvQ6a96TcZwCjRcdR-ArAUkUsx`k#G6?a!&c9IQNq%J=!LJhEcxd3cWr z`zH+gkMh|U?>A_jQybXZAkq8?OW&vY?K|JEc3=B4$gd(l_uc6;)L!zvq$ZU|>TjIz z>ajZ52kw6eLwtba5r*~j9}MvuVYe3rcYEi9ePjQT`;~5(TV8|x#J`xu?@@yn>ShN- zK)wO>iDAai{hHb)*HkaU`m86K4`GPsalK%ezAqH)ch=E0UD%c9R|xa?hA_+z<-dP+ z#EywBSD}Ah>>n}sf1J<$1DA%6xF?LSFdiZd>n-ZT{&ty`gM0J9o>6}e>^@qPR?rIe zkMcNh{aw7R+&EZ&aDIfrKCu5oI@$-zj>pJ$VR&kk;?}DNA-{$74~6IpELy_Ea;X1k zv7Xk;?)?V)!11DoNsrL~FB0UZFQT8YR6OZ#^w(;QhPphsZ;kZEs44_M-l+`shV;dZ zv>E@W+#dLY_Dh)OcVZ?@Jo8`aex5%f4DHcASowFNhvDO_f7_v->!*iu`;J-Uko)fb zS%sq%zc74-=F4y<@gv4PW?M&GCG1~`-W+dn=htlzFU}IpHwH1-zti6s>>Krk%E6yv zyvlGQqaWKt{*LB@81iYzU#buH+c92`dHhrN>X)yee`ueCd3;Qm^Y`%Cii%emzhVD| z{5^bgokc~|CH9_)fH1^Es1JmJ9>lQ|HL8s{))r3- z&^L@n3G@8+k$yq9Dl;`8e~vBZ+AR-@iwSMdJU|1q|<^`yfY}CmQuW=E3jV z5Qh1q{T%hHnE&X?JFs`m4>8RA1H(lmKf<7I*gkHg&*K^WLP5V!e+h%X#rz2?Uq<%M z%9F?*3A6Wb1%$ajjPvywAAY51Ip5C{=Ihb%lCeFEi&G$;qxQcoHVeFJA)kl(d7|>qj6A)8pkGr(`c4@9 z3;KJ)5Z{WvrxFkbe}Vp-m9z6H)}H0xPwH>1TzGjSr|)D+AAgsjSA@ZTQMtaa*YDNl{CwpUVRk?B)Tp>NMu2ks}S9P+KmZ^E$OLi$*LbNd^)5yoH&t-@)~XFqiMC zm))M&KT!q!r1peaJbzlVSy|Ol3+Ti0)93e$F{rMRW9N~luUzy9XpCh4I~EY;=RK!i z?|qRt!35$Dl+Womrc=K+hjV>8v-jq&kf_^WpUB@ckEM5QZRo-lCQ`@#Mi*Mr2ab2s-GVJtI+=ueCeJJw%06!JYd zUShoWNx#m~kRL_W|?;r0-|vo*sKlRd^mH`hHb#Hdbox zzzeC+-Ur(w26>}?pZ#N*Kl5-fx0iELfice}SVH`W@;>j=x_9Uq1Gt}r^d~6{monWS zCgV=yCG|Bhuy|z$`bgztQe(0QOy%oa5@J}t(H|wjIw~z3B5!8od!R5n)^)&c?H~CI$v*K2H z?q8DMZI!;WZ6kcYjrkG6GV#=3id^H_Y8g9z-zsICf!~!qDqP=FJonz6)O!%$52bi( zZ?rxy%$K3O2urd1WhrYm^sDs$5Bwp@gJE{wkdigtZA`iFy*=blN^$wM1*-<}`1pce z_lqCYV<0}l{x3`@^B-ub%--t|TsR-*m%Zi`jF0nAHC#4kw1yVM!)TwW{@2Sglt%G* zHua19E{oBt*n2~Q)DE}TW4G2wbdoqD(hr8;h!6c6!+6{N#-Q)R|Hi-%q>r^{=aXrj z6u0cSKN9o<Z4P;cnjpq@IHLH!S@wj+h&6Q$Ntk7dyB8jxeERe z`%4dw_4KMrg!$ok7md7TNZytPJWw>>ixIZj=ht15O{4KHDgAWuDmf4FD#ikCiVceI?A^ ze-yBC<{w%6BsTt?^j#;TCxO1;{_V2l=#rO5g!jRbf0u1STx1oDLEliHuAE%{RmZTW zxFoF)S03p0^!IOra`c}WJq=3rVtPV83EOA%-|YW1<|Wua&X3_o|CYmkhU)8t1}k{? zkvmA^WteU1vVE8?tfwfS3~Qyrb1q|nU+5n*7L4{Vc0I-Ey?Q~Xrk}4O*f)+x815sY zJO~5-aJ;K;Tchqf%YeM8obWmtkIK3IU#-6P&RMYx^cVHxnw7eXm3#{LE7ad>8&6BG zN-%d*wt!egWru z^OJMf&eWM8e;n^tZr<|^_Lro3QF+#cz8-A>`z7dqG=gkR=f;+*c<}G2KiSLV*58P{ z2>OWpA`I~@&Of`<;J~4QXTaZ6IpNp;V(1U)5yZ9@4T%=s2gmj~!FJ7|$1FhpqeS*V z7}j6p2VowMk&9^uA!}^2e_g1uD({AZ4 zQ%d(?7`{XMU545E%WyGkzb*bq>-sJHd%k2^2k`HA9;n6d>wVu8^cVdBVIIFc zIQ6=h{(9m6IWXRTP#RHpxsS2r zWGl$`p!^?h%*$JTPK=^%a)CAlVLqXen0YzaCW}&9`H($J`o0gX#F>a_;<)ZcoFHxqwP7> zna<{*pQta7{uJ(dt1SE;AN4iA+fs)=OMPJeXz%$$*T0(*+C#3Al{;$n3x0fr-(SuT z{=B@0f`e*1(VKts{+Ag&HYl?DSdTj!nx#gxfV|Ou3wo{UzUi?rzlrlH7_?}>=u3e- zUVNhMe$eEHwi3G!{bY!l=fRYZ{Cndk@gt(+{LDaJ$e$+(CdM5p!td#je!{R`Vfj;? z*6c-^mtlVYV3;4_A%$*t5?x@u#`yi|(1$l~82Ev{;{2bwsvGQB{D8+VPw%XeUv=UZ z-@iSrpKW(Q^Et>D$A6}Fz^wD=T%ZU0e-_*(Cf)5n*dL)kBMkcu?4K~$ANns={}JKm zPI7iyTSDRfHR{XrEkC<;O4tqgf;}SnGJK5mn=tIJQQuiPyPr!K_=DpShWrHKd+&zd zw6Nj(r{~2w7q4u)3I2Q;j)xfh74=^}ru4x#d9W|kr{{#(_bJamoXkA;NDaQ1#r3nW zr=3>ojdqx?rl>!{pzo+3gn>S^Kf;htL4Fpx7LOWx>IIzFqrDbx9xQ#yR(M|m+=FaV@V7$_Xc%?wXZ5lb?sY=p(IVp!pxf%gE0clZy;a zhDU-uir&`~FuaKP$*?P(KM|HXP4i*p?0(0~!J{X14DAB%mE-s?LuXqWWi17MqrWdz zllDodDCO~V>Dad`Z`|_$d%*b+hV=*Am+sIQ{ipm4&`0g_KTUh+VgUA!_EUg4_E)GuP$o*XuqmgO2CPfq%gMUk`J%?jv3&!Tif> zlOv0VtkB`>1!4BSui$lqviR6B`Z86dzl1@*(O%z3=GT2nG6i`czu!3j?2{bm3-Jb( zBL@2a!O))S`wwpnsty5rK>FVx=KNroomajI{9;z!*cIk8Qlzhh;XEJn!-V0y2>JbH z_iy(Kg}vYp|HT@_e=6ts!#8IePwyUZ5%_`pDjRl1%JgnmSpSjUvP2J!sujDqJj#CG z-W;=Vw9;piS9yMv#frX~{QEM(+`pE8A2xhuX)VYX<^NWp!|U#eNFGnT?P+$ydhbJ^ zAMO9Grryrrs5-uWy|S5 ze08*PkhCTI&lBfY`9&!x+~NwH=OBJ}%h;#su8*Xeq_e1h!f@aJ=HD3f!{~1e--Dt2 zSo>(=&%0WgfL$5F{Wj85-S6wBi zKPUtFqJOT+3d_{im4xvzpIY_wzzEZtNZ>z?Usd*4K~}mO#OoLjGR)4;s(TJ!UldaX z_osYC^b>~so$22g`XBK(2K^ZLHwOE`@mYKN|Ehp6><@5#Vwl}8BFys#)!OSasur&V z`f+`#c9c=N-IC4Yi|V56uwKn4WJ-vi@0Iq(OgDO|!1hP)du5mUX_AB+TQ@4;LroXxIt=r;hsgA*1cPx_p10-}~@u z<+_|mJIEIzy)}cc{dji%29KX=4#{*4TDTkdf%k<7!}s)}n@v-}HTp5Lr#t*-gAbu-8l^@%X>1LegqyRY!kOKpX;-+IuG;iCByhIj?} z^D%jrm9_Uc*dHN3K3*u&E?r#=@d}l<&JE9T(ykgFPdEYPUMppK!Pi z{%?+`e}=2cUogz{pJA4tCj7ttZc6y{u?mEI67r{ROV_I=m&-t3QQm}MfBtVd%Wu_% zc0TyoVnB{xx$E{v^Nlq93H;MkZ-h9)9uvM3!J;qPUrdMrT-y42flown-4*pP6#1Dq)|5k!e5>JoI%+Lb+LVf-ulYa4# zgE`mtPY#1`-7X#k^dkR1?T?64i@eY2`5X{7J#M5N*dNaS^PS~>p&E6d|5*R?gO|B2 zGArT#REQhHGNKFqQv`pH^J(0ZH{sTHb$))|m>IGrAV&BeF4D^|<4CsoV;UM2t zqWKU8d7*xPIo{i^+Oih>8?LW}A)ZD0SULON;H%EP^*3V!Kz~u62+MsUezI~FuYTQJ zb9maRTCgwFZ^EGOIKQuFKKh-D7oL~siRklgu!00|L+?;Jk!n#{WJ2fX+mXRYj0D)Sl$#79(Jd~4KViK z+-1V};F>wyA2rWd7H2h24aUd#nK0}>uzj;{?tRNg0bKsg+gHR|`u&9dP(PaYcFO7z zG!fdPem3V_*r;X{1NwpM1!0gUmbZwTuD|S9&i7|6JsMpdC-eU+30mxedaA_~KsnUM~w`hE95BVCT_eWWz$(9!u@PFcUI6h$( zFH$+!Bl?SzHh5uY>#pML{(svb zuaaXcCP4oKMD+>7dXM_W%Gv#oHp}myr=R}`=T}>?{=&+Kao!gozlHN_yK*@<Z87O99vg>*C7=6jr%vk5MSebI&S2DQN8uQ`u(g2@NFBjha9o1 zUVUr(4Tt;<)hA5$l_U0bt@?tdO4(H?zZ~&iWv6;Aj{tf_^W&KIe>vjwN6qPITMYM! zus`v&=X-21FM#@;$WDCFY=c##D^k(l_Sx7bZ~b2EI2>(7U~1TVE>}^AV;!Ktm9+}Dd4wA z|8pd@roKx(d>`h6?FoawLHbxZ?bmW7wZnt*gQlre;(j4Va*vbg7*l zn>T|$6UC1?QgKazTJclaeajrFj6WKsQxm~nuz#uF1JqJqE(ZUJ{2~nVMSc+mdXYX> zpW=xe=}zrk&YztD`2$gW%`or}`=fH82l**I_?Y_l3kmRj2g*;{*t{ZoXkXZWQTasO z>jBc&*n6-!(o3$aT{F-V+9SWE-=?n^wl{^vqd78DtaeYX`^x1fD`Dgw|4j`1FY;Hm zbIR9VCq97xKz*0(m9b%P|epOJr5&ejW74)38MJ#zce|4 zD_(ma>!6kh>kZ0B$z;XNeIf1tQY-5v|_=ZAwQJ-pPtlvYXI~TJ&6BT z|4CNEcEbXom+B*yqW{z7C?RI~ha9EywNY-zUH^}(>yGRB`~EErnp8$c6w)44q>L0Q zduQ*KqDhpBP)Vr}5ke}7NSXD1tE`3&Jwn zRh4}|Ux)aQ{i#mwx?FC?Tb2(CR99qaV%6+QI_-FX447Qje?^&G#k6 z@>NY3Jj$avNsh%|)pwSPGgge}`l6;|<~%*#o!y@ksGXU-;Ym`06uloSQ2X7n!e-2Q zXdmsTbKllx>0dIiAB6harH5(y_q8{g!~fYg}P;*Zf33lU~lGP zdKk{3c*8J@hlIgiv3+&hrV~%fmVmvB^BIAWliL zaltx2>_C68TtmHnnC0}L+#hJz?9ZCGC5p!rjT!g;C{~>3{*5sBSL}~r+OHC5nrSp| z(0>l!BYm1v4zAByTL}IF`K@`(F|p17MOUehA40Fzv-K-MS2MF=>ZuMeKJ-6bN5-eyZE%p&VD*o9{xpy1 z!Om+7y1rF7Iex)0_+Gr;!7#`V1s5C|1M@{}pW!C5H^Mx>>7lA8E$c3Td~T9hKM2EmIr?XYX?`GJ z_0!2d72lA7S?Xsi4Qk;RilE ztAhLv{UKp?zevy{GqxbILiE2X@p`JD$J=;^JLkf|AE5pA_KUx3GUI@#cW8+79AYVZFX)Ro* z^IyMUuvhVXM8L2v?w2qO`iS`%m4kjDzX|hrtL5cp7qHa<>;=nvn%xbk)DoRvL;dbq zvdPf0cm(ACD34zAFUd!IN|aP$*iHYvVTBsIzbfc;XPkD2C+i?SVSdzG{rxLbbJ6>o z*gj#{-^20rp02*_;znig*T@fs>3;}<-aF%R*Iiu5{bBE#5uS|)Kd|)?L7$b4D-DkK zgZH=5zx0WF5+C$R7W8FThq2edDT{ki__F^nJQ7p#5`@v~1_$?E8~ zX}~Y!kG6C#>(cYf;rtun8QZINRGs=?Ib!h7=zp|Ndpe}Sey~5;55u0spS}|If;h=s z?$7&nn{aWX^$J)Y$9P5<=tFt*4enSH7ykz^j=%5cqFn_Qb%4=6`whF_)ojE^;2*}* zei73vo@Z_W`cVG~gMUN&APoKz<3 z-%Ox8<5%uPx%mn#|JRN2FwPv21^*{O`Rg7??V%a1#q~`$Yp#D#-$3qf`lqcMw$AJz z=r4}1|IMvRz6EO)={*_20QuyZ`30i;+*m$f@7T^x|9QfELcISf7^wW@Rf5krnE#+W z^foN+GO7MAJ0B@vxF?klGTbm?jM7%PzlZe)#Y9&gfA|yjmu_L}cl>d{-phLu0; z{#L6?KS|o(7U(ZN_;>7?Ovop2eERNc@qryX^YQ5?f6I*-YRk?S2=p@p2RNu6g#8q% zkC?|JD(CT2|H0JHF=`oHe)l?3J60km~fzMA({D))~7!Lz` z!2V1Ef~I7A*unmvB`_)MduZ}?FUa4JKPGLqk3AdD0e`SPQ!Sx+h_wrxA4YkZZc)(P z*enV1!2V5R_HUIAYzBU#eG}&MMN`40Jxz<`A>YAxO&H2CA0Q0-5vZ?(As?ppn~EBa zCM;s>Q36xMJRX=OEwO1ht_$-&93Nq@Kf-Uu>YC*q1bxDIVn+Brm7A;0>37iSE87nd zSoD}lcd*nmG$WF_t zoG|2%APpWt|`H=lZ3b<+j>JKC@Hx%q{;F}q|Gh@PPu zgAV*S7|qUa2!?hoxolRpp07s?4ZFG8`^jI(cTnGkp6a>C`H|>;9NNRsn@?X1Ts0E> zKjs5Nzh1okt+zGgXBck?bA1~&y_Z!=T_fCQ!tZTV0&=$JY4G-J)^|e@mF_gI(`#Ie#qG!G9os?Un?t ze0;Q*4BcN75Qg@t{9I(8zF~DR|HORW4l$hXLVd9-k2jDVV+#EHE!JPcQ2%Fp4EFsG z27OxBz8vf)ACr~C`Vz{+ z?&JCqS2qf{JnY&k&lY)`!G1l;XM{}`1;5zaaGumaOb=m@FZ$0BX&vO|wOIldzlR_o z4Ezx9*9%76-lwT@U?}jL+CvQXgZ+>A?Bi;}9hP14`$0r2C`-!Z2POkNx&Ohn06dh4Uk5ANJc9Yd+ zSPt_G?B70PxQoVsMKFHkhyA;acKr@rmvoiP6Z4zlX*8c94D&y@c8RpJ0sVZ~KcEr^5LJq~CGT7)#+6Wzc@)$GDXt zSByjCJJI`df^q&I1`YBN-KR!-8@I7G@p&g(uuuG+FqEUdj(a=yXw=2)vf0Fs@hAP7 zC%w!*-S-{?{lNa5c6QU2U;YH-OXY~6KjgR5 z^@koh9?@KX2tz!f@~<_X1rb$Tf1EY!@2#JH5%PDW*LlwZZ;wmv3EaSg%BXFs)wp{76U9d;<9~ef6A5*P0?O zuj$uL_la)X0{T2&Odnye7wvy=D(+7USba7hWtiTRWaXeA)E~Cb*IQZpbbenjy~(k6 z{|Y;<&(lBsxa+*8AGfC&%5B91Bqc##M~mrU*q_!r8O|enB@Fo&@{2IHSHe8spV587 z=(`STpkJ78&NwFhJgZ_mtnZ@yXFQu%+*p2?`Li(EID`fBhPHp)xSvqWXw=zByAc)2GDy zLx;Jf?=#D#?+Kkx0{_t8&#Y6dyOq+tqZ!GcFvvrEzCb`2&Ksk?vT}OQn3vOeTEWa0 z4>$Iy)Z_E}S(7JTa|?0>eMfzpRX%9Lp2MQ|VsZSlcX_4%QvU$@hW^vlz&E2nwpz9#DP6FdswzJ=b5YMe6AP)=TDQ z+ie!k75!hH`oCH;-TQDO@CWr_-o{PwEt3so6N$g`qE~eMx%eIA&zOJDJ6Wz`l4}C> z@%woXtWrl?+=YAr`8|Kk+fT!$nuGpg`TV&Z9W#?f_Ze|~^Sz}#emoUI{!jQ^2Okyf zYyT@Rv^7d?J_YuG-!IteQ9JgR1n8gm{;hy8$P2$;aMZZG(8vhhlgIiC)q4b{KN%0} z-N+BZ5D!s*7EU)VuZ?`i&MyfTrpWwSoS2~8M&n=j`HJhah+=q8gz6J!^O1!=JFH#5 zZwZgTiw1Sk_|oJA{J`}x!jNAeJ&Q(FE6teXq-;v|zsP>q5ZNoaU~jmeLYVV&vD)bk zieaMnEwG$0%*Sy(kudl#q>r%72cmzm+S@@nrB!@?YH|P9#;>MGfv3ubo|FizS-G_Q7x&={LjA$X_r_=UD}dKQ{c% zev_jzWhLYrD8Ho*dTZ70jp6o97{-VETNX5-SC2X$C^r=MzbxzMf458W z!QY6_+X@(VC;!867R7VI;Eyq$vvT_1H2a?2PZKOFz9_e1dw-tKEg#}g@#^wJ?k@?$ z{22MUeAmoY%XPIunWnbF!v|!-AapEe)(~Gc3)q! zJEqQ;-PaVjS9FQ${7dwIZ}e{rGyNtk%lw)9r#YRkecZcVbQco{mIQ}{C6Z>D4kROwOY66sF zJX!UkT3)V855C^zt(Jc{q>Bl}7p(8Cb9+dwq$pp+_I=bHme-&E4EZmX`)KM-n>Ixj z>>Jlx2t$437h(3l5P{DEsackn=77A>UlE4(u>IAV?vDrb>B8gl8ZF07BLzxa9&1J^ zn?#y!SbQQ15tcLdtjKYHxh%IO#izdFVb?;C| z{>lGCZRGycT$mr&iuH@(W>z1|;d~OxiV^aM;0~Z_4g8Tu$51#Qpwe-s+_`ew8 zmvI93Nuz*Yn7;-ihV=^M$9k0;#YTOTV19=3APoBS4~F?J>hJpNjjskD?E~e3V*Mcu z`Nhcg82lH0zrm_SVXOWj@Fz&mhJ_PuY{>Ej{iE`;;dQ$<>cV*x98XB+GAZBp*ZBM? z#K%&-n@uvT-=e*ST&n;3`9~DoUqJf^snmIFv2QZhpO8E1{u9sm!F&+sXM{l?u|L8v ze?k2WdE_VX?dGCnOgMCFL3)kf1s~Rt3MSg|ec5$=YqX+Us`(pUn|11B@ zaNURz1N6Fad)U}9Q71X)5ZFKRgD|XLBR#B~oj+ojt?zBre^OsG#D?nwVeX#@^ZD0C zzY{fYmG3}4f$fLI8jo(8X$k&Ke12X)803lLBh39P!_0q%<(WGVQ+N#HL463<+7uC{ zC)!^l?A)|`e)oOczlD3a7PUNB0PW#;BND>iN$%bV>jhXpBL9~BO1lL1KNP_xLI1KB zy%RuRk)F-FZu%tLGzI>neh}vT+1k7~VY5bZ5P`QEBBD_ zZI3~|1KMM-C(MUf{nUTkhx@Fk@2vb7jfY{ke=&RCiqXT*BT{|1KZN7o`nYI7(<^20 zZw6v|w$0bySMYu%$OG+jTkz&5y+XBM{RH{9EpNGd$TZP@I?9_c*Pm_od+A;X+6@@n zkMh#rtWfzI_K#8CQ7xUd<@VP>yvFeo2KnLm2!nse{s_x#r}m-;h3C|pg+P9Q@`|4K z#W`dDK*(osJ{7%AbA7{gg^u(-s33Zy>c~zSl3?H1K4FDkti6a8=QebD1O7=%JpO3J z;NOux!jSLL_f$^rxeB6_&K%v@;S1cG-tE3xpdyx+KCmet5@D4-!8W({)kpHo>ZEw8sisAMh zoA~U$huaO{=MphL8TKUp5{CaRpgu6n_6uY8`lr-8DT6)Y{4h2(&SzVk=zn22A0-U@ zK>gaWdgs;UHHWxA-*G5Wy6gN1KHrK{FrV|-=sJuK>5c1MR{Yl{9nPoV_~Wb=YwTau z8R8qtn=t4f(ifNCtAEnhnf$zCT)~pi)qCFo|53j26FgqTJpBRmVf>2!`*_1fi!|^* zNdL~HlVkd%s{;RU{gN=$$Nd+=KtHxe81}~zCupu4T$Xwp=KrI`{3Hzi5ABmM(2wI` z_1SqiRvtzAnV=UZUFhS=^_?*I7t~KyPVWf_SUKIV^4ARe;rlEC_Ps9YCo5;?^;tRdmx);uKNr-W=KeDA z@@BJPzkl)hLgKZdFQ-3lfN~s9QlV6xy1gdY!$2{8gh8Lt-w_6VMg3x!oj+vt=a7Cd z%+4z$HUFHo(El5I?_01dvwN3Ud#}TKz*lj9gke7$;{##PKa>|?cn{$p4E_(}Cu@)8 z3#`2v#Q$A)a%W1uOo8#De0DFjm$n(D1ondZvfC}yGiqlntp8DYz{Mv2j9XAXNlf2v z#1KzWKNxPN@AvdK&q=-e8Tgecu1^@~+tnV!{AF@`EP0L2$Fc8Mk$l_i7ALjchvs_Kxz{t2cjoim?`yqyHcb`5O9< zy=m?{?)I1r{sjBq+o-$QE1`hrTl+lw`Ro{P4EBQg8DWqg%Ab|9{pS?dJw{#S%b*}Sy4(kQXXP? zF{~?z>$!v>AH)4w!k{1f+t&wwGPpg4_=x;u-_!eI0`|Qgjh8UwKj_~G^Z7+eWofIf zxgMOy!SU?3SC*M@w3Yjt{o9K(W7IP{E}`-7f01(I+>~FizJdOiFz7qx2ZZ@~7*^ky z_|3}MeDi?Ca!ISJCqbUb-vjQ}Ki^4gmQo{}8gXszuBkdaA5J}aQ>KsI5b(cPKlOF# z#qNJ1pg+V1`#sqGJ69UkU(p^94nDFw(JdMD1MTtPgG`I1a-#P(kY2*zk5QivK7OQ- zUO5={qp|$ZI>Awk>al!1{jgfgHxH|4z)x)Nu$9e(CA)mUA0mI#G}c=Tzm&!GKds;Q zkJb$`pifwzFvL&fciN^|Ilq^P{-;Uhhrq-(z(vpSwW+NZ*lFpE@XyZ32Fw z{vO%3^yKvGo-kgt*CVm5+pC{lu-?ImOLU|nRTiQSJ%4}#4<#n|GqLkJ> zhrph&{iCx$ka6yhnayRA^-NFQ}Jmr158F9t-PzR~_O3 z_MiFYd!X9$Q!ri}55sJ~C#&z5J9|&{2YI7D5(fK0|DJW=hn)P=i7=l;exArNc;6K3 zr~Fb9^M@19Z5Bs;cmVku`u7tbS2TWHWu|z7#*;lbXR&?LC6xlAC)=~-P^#ok7$4?` z+1_KH4RBe;*OLgtd=cBr_HUcjUvsC#ROxYIe?}PeC%-+0coX*zRww?k@6%cT)ZT%A zu{7IXq56D2NSL2jVVK2thS`1=Ven5VPgYLrW`rz6Q88E*< z{W>{*)a_~N7N9?#37@@Y`^2^aq3? z|HAPR=Ib4&^WOHHcVZ&+hx(kW*L8bPTPFA;q$hXjW2Z45+aTVef6LvoWQARuDd%tQ z`IUoAF86}@Kg#2bqsfy*`k>0ZdE&o)G_k#07`2E>yHBa|C*1-G;<(nt5s=+F= z9{dm5Cte0jpS z#or9RgS{brg!%o7bNc(|&fF;fwigXWw%|BzhFL9a4v24dd-z!@5s*!eP$Xi-TedX z0qJL$+1G{P`FEC<9tL_*UoUv{{J3xS3g91(=fbI1{UavYs+^QA6#E0hFrVJq9>e|P z5$!R=V_YAh`jD^U{tjXGzZU^(kL^dY`mw|>!XQ87_l58JPSby@s|+E0QNQ(Km6Q&j zuV0$w7j(i{blw)nbIHH|di&dE+}~Wv*}U+CF@Ik{aH%Y8RD^K~=o{5X%=Lkl)BE0n zOI6l28%ZB7M{jwicjyNn|K&u}MLoYKK)gl!C(QYGdB3C8`4daw{s8LZil2}*smbG%6@Yn|Gj*Dx-eq!Yx%J{+&&3IInq;DkYn7eC;DF_egCqd zrD(Ml%*P178QbUZYE|%0xSm~z82lfeS0l{VpNlktgF=pvfcrp5Z;^43;gp&vh)>8b z!aN@@vR$!W_e!?RTv|UU@@rH+U-ty`3G*$&z<=Z?!)(4R2sB7_FzN&T4eJvIe}ME8 zhWrQV5j?Xy?dahR@dN1*4%}X{wf|+XN31WjI%am(EVmQ8pCDZBbm`ffg<$Xa{Z+Ze z6EF3h1^$7s@zR%m5sko4{Qj!vFpp!cdw4v)`f=)I-*L_0|1n+`hnF>0eaV6EG5!_r zToAL=D-XWM@iENu9m4QlHMUr_B$!_Fn3FL-{gOfx)SaN~NgcZ^?zxqcIt zts?r%;s=#?44MG^rTU1u|D$s5&&!I&x!w=-1^J?Vl=rM{4sLUX{15p_82F9!mD@R$ zS)UyS{tn}F`L?{LedntK#_ubX_bb_FPlNF%i{(j}&vyy)`yQ2YdT;k<%;e{j2=n+< zdBVW+TfHXa`m98Oa5MMDLWB9*+%R&CAZ&c3yXC=7P6r{5x{Unb!_d3>%P?YCv9`8fgT($!)$)QFxzh>4E_QA$^Fi=7g?wT z!u$;Bz3-$L5D^&5>0_A5Ydkav*$eDeyB2kkj%B7{5< zJcAMAe~HegBmIP7K92H!_~^;!#On{a2JM@!ELtzZ?;pjEt^0iXD`50zgn4{tn4QmK^_jmV z4E-TLS$$RFf3380{>r|uxqJyjzJm2@FB?p`vwM4|P_pO8UH-mt7&#K|3!r~~Y*DP$ z;rSY9ALaSjdhldhd(nHE$wSETeLnz<%q$*Abv7WK4QUBbFlY;Vtx~b_=EPz z@JrGshSUDV@V+1N>&dE^De<-n;NQ@HGtBM}5C(sT{(vy7hoC(@@qcl2+}{eoIQ}O^ zJ^fN|4g>npKA%PuPxnr!0s7IuF|1DGA@M-K11 zRJNGzt3Q3xefOoLdB6{B|C#B?DMSDEfOv@UgfQfrsBa9@dys->AM{O+CiaH;Ey|}} zq0B!v$_wld`OUB)!}i%H?N_Pt`Fs7TuZ00gqW9QP-w5;k{JG&At=FDw`TEC;9*(nq zWo?E1CX7dfdHf>`@fO=-_38b00V~(0@xIjGexZk9BKK!6rw*}uis&u)l%v?A5@MIqHWu!hLb%_p1#Z zi&Tz1f&C!N*BQP``bC)U_rE$ZOc)<#3;qT5@3njHLbdObpkKSi`b-$|!>INc_ID?@ z$8es>xjhE`Mg3&ov-LW{@E$hGla(|5dwuBl!e1>rAwNX@dR;iL@^;W-@TYkHl`zN` z*B=RkzeM>F2LFfOH=a}$=7bAi{*3%;e0ukRYS^UBmUe z$+X2THtT=oP0mXrS{8bM{USY0yJlE7-g*f7f&Di<3XonICkyoV6Zc0L_=n>m%>6ZC zi1+w?vy{%~a-|Kx57h7Gl#;fAhga};MHu*r@@y`7vuh8Wzi%M=o8LK}{yfA^k?lXe z8{j>+w(JP3Um$F1npJ06plB-Vu&r<&7mN399eFe`5T7hnT&u zD|q+rbJ%CMCiwpn(nFZ9ClLnzpgp`l6RBNr{0zJ|gZzG9vOJ_f3;w!A{P`fSGGzZE zW6&q0??cw*hmA8Uz~5p0|4g<;MtpV${vf~p^XusJNKFppLFKXD&Eb+c3k@hOd_~%=RB!qCY$m9_Y*O`w-^y z)0Xc>TSE0G!+0=$5$5u2ouW5MX=^?BOB`?Os+*_1HfXZ{5er&l+Z1hLL-=}FYlZTE zYxnezJ76xUdrkB{5c(Iw5bsdF-wM`gKUPu)|AqSaeS*`~Gm706@@V|u zC)Q}+Z4%9w2Z-&LFpLlFgJBP{2f{!P@{cgAk0E{EeH$WsTFcAzXLw`Wg5JgD9s05Q zl|9~{U;3Pdolhq%-#=c`&ho^{p4n-kMd=h zok#n5RDJl4gVAul703JY*N%dBFJ6H>P=9`@c{|i3t>*FlmrLK(>o1*y^(n0X>rwTB zM-GxOe#F1^p07NS9KhGZeix?YsoRVGmyQ1OcU$N6QujpvD?ok_=K8?O8)^K1toLll zUlst-65IbXI^N@~l!qKU5A#U{~v=i>H-5|=%f^orjM_D}U2bZR#w*TefpVtR#=-M6Nm z%`AcVgZ)X`{Em3~`x|64_`T!}m1$jfl*4+*KN!|SsQ%5{oAR!&2YWXV>7!7R@Dn`W z!!YC*;(VB4$REV^#W2ffh0m-fW$2RT30mg))sk z=3~=0!+cRw++K&>-viAD>cjj8=^+gHFw!GCh6wXX}GPg;|Y7mo$|i|H1DSR>-)h9L)p&i~7VcYrkVh6Z4&4g&iqA3p>s!J@IMG z70^edr(@clYOM>R|9RkeJ3bg_xh(ksoZmoxb&AUxSm%S_e%flz-HJC2t!9@v}ZgF?kYC0PwO;vt^m_!OW18aaBz8yG+G zn_+GAe?rA)v-TuiTL|Vc0(ruh$3(Lwn-*&oIbK>`#Tt?l*!J^43BAhy5$(o|Dincme)i2iv=N^kB); zPwc#mQ2E=ZJ0C1_;d}9Z6UUyceJqFmkUvx({3*(dF#I12<)vcV&Dq7}2FnM8DsxRf z?68;(`iAV7e(ZZJXZO8?DrM_>>&e>y#{LP*zo+`DuAV2h>JINf z>j6U5y~;-Zx0@h85zi+W27iJ4qjDC1gsNA&-dOLO$?a85E;MzloGQ?V{izL?{qIOb zA-o@8E#@C#l~WimgoHtU$PZRd`x8PnNB^++!7XfkS=f2}n0wx*uCn>Hu=9qx9g@M$ zVDHGk&ToIIZ<%!;^bz%eVcM@3c9FD+8?$JPvL3#d!Z6G)28!vUa`|o~Pr`6N3FS)| z&ZCO+0bv*0BZsY3uK+(#K3!(I|DCVk1@o!C*j`@Mk=V(7fuBfUm+}q4fhMQeeFUMp zM9uoa-oa9}#4q)|N@tV(g>WAm`JtX}uB`Pv4)g)#t$yj)8|jUF|52#n^kD3-q;T+G zNDpDq7xX`@obHziH72N>cE9WZ_9Mz&*mb=`LI=segxp!tlDFvySUw-i)b zOd7@Yr)yiE4H`F^;ruP?Pd9CieI1W=VE3DZ4AXo?*sWm9bZa+Di2rD>-H&&$*3#ko z*TU{~rzA)H(gpoO`g@GX&okQkP+EiGjFEkeg?GSyG5+*G4D0<=AF%=(AC*IXg7jIa2jz)JcbAbJM{JzhaONOIwZsPH(kN=X-Q`aA5>vO_Bu>-!|9iRpG zb;avHLhbIy?O*g#0{ubyw0j8mZ#rSf-g6Z8(>4y;m8uB(g!Vv~&9`{@eX_59@gs~ke_XB^1_Msy^T-Hz{Qhx8h803fJ z(@Fg7eZxeQ4`BYLt5~%ociJ0}KbGr``aSenbsqcQf>3u{=<(fc4qV@L7b%ZB+D-Hx zFV)|4L&YLr^gm|QcU{DAz7hS8Znj~hdXf(0^EjUVX5EiR3gr0s34{G&d;QCrXGv7P zhxPt?u|5!n`flwp_&4!-nUKn1y$ki7egA^;n}H`3yWX7D4dgGL4+sgv_)-1?OW#;j zjPT<2ucyDnbGz|eUaq(PW5MomQ@Fn9?OeXT+u?c8o_IZ9sQ1#l`rC3d$OpyqN#UU0 ze->(Q`~mY>)Q>?H!3V}4SCwm|@eOhnnyGqm4EGa}UxUs# z`{-46hx`To@1U>OwvTtK<^0mu?xyeCqXP6F>l+-L+T~lJ=zI*0&#>UiJ?Y}kupfrl zNdDcJy{iYZ_l<-`F{$CRzWoGy(i8KSFpMAl55t~hzl8aG#n?)7a!f`Y?8jsO#v^~J z#eA3m`2@ym!eGD1e^yTCU4*RMpY)ZL(|W7Wc%r1k13Ovn?~OeSb>FWIzuvjWguwa?_RlcgcNUuJ#v9j1_5^vNeG+E-S*#rN z9rR#x{iSJ?)~T|n6z~@qj|oG2NRR3Dnbo%qPVzxvYE>VQAw|Hv=X zPxltsb=&~?xcGdv(Dcit#_I6n@P8GQ2gAEazX-GQ9IQUXThuqR&Fd9Qj4pt^pg%D0 znm6R7$3&HU;)l6YZKd0_c-WstelR?S=rd0qVG*J*75I(xnZIzcY8x{P=9^R>G4L1X z53HQtrx6ln`%yykKWEkz3E#p0#jrh#Za%@fT_w4Hvsg8Cf%4b4JRc>@&cg^T_I()W zGx!mEFOy-&cTpaLdzd@w!Fh10eA*+^` zuHK>x`j7bs!^Xr9!XR&~Z+Y=_H^UTrwjLm~a`n#XkP^w|ZFQh(t-Mb+@F$q>FziC| zu)4E(&-{uEI4_6!C&O>4f2)=OvLkFG;d|5<>t1CZN2-2;e&Kkmquu3v$Bh8_Q~7Dr zAa(7yj(r*abM@W0ssm7eiP)a45%c*OVK}c&?O{1vFA@&5_D)XQH$&2m?44mo&rq8W z^2O86K|Di#66W->ayFkH8g3jUH7uF?)1m*ZmO8wDEA)@@Bdkd0=Y_)-ecOF)&=Bx% zm`@M}`@s0ZFukYA>H|M8zhLFezYg1)xV`je9r!C8@37c8PK9+%JpUPXa!|(QucGrC zDBocxogB*w1G#+-t6L~cytNg|kzSiw6PBI#^@sf$tZ%bIdHDIBwy>Xy{oB;-dRY>* z82l^RpKY9{_eX>Ku>OMbvORHPl=-eAh{yV3`4EQqi26bp=A+o2?aA`^rm=C{-`kds z{G;hx#LmMBZ6AkgyW}OndMvhY*GYaw&%V3i{U(%;osNyUZTD&LJ(cVDR#b(jL%hWG z5j({29yi)IVaRuo9#+2R-|yLdK_RP8`$0mx<=3ysy*UZrBmIOSA0~R%<)(~E-2>~b z$R9hx2Uz>hLnC4j<+1ZCLOaATKSTbH=;Nu<8YQ}qLAdXwWdh+P(0A-_#B>>Xn;xR` zpg3N_z#o)9VQ$YO!iRXQyeWFG4dXXqppU-Ca`0D#;|7e8do4OYL-@PEba)q%`7-SgXN<#vN~@%7Qo}xsB`(7o`!wq_An|xDA1}`HT)`k{IEZ)7&uo}itF2$jjwms-Eijf`7v8HgQNzkK|Dl$ zjd|!6RAYG^_=oYHF#8|0a7^Rddd)t|L0_pHF~mdcpUU}o9DEWBjzo$67i}TdZ^Dqj zn6$@m{<(j94C{^J^G8Ce59^H>j~S->39Ou*=N39_o$Yn{@>MQ>hrRonZKou|{Zr%@ zVW1!BCCu|zhqE=u-_?xb`IW=3+rx}pQ((QB>LZ5v?mrmx6Xi?wA%3BLInHmi88lN3 z@(1(}j>Qx1&wXSC{tf9N4DkZnW99UooscllOYN0gZ+xKq1KLA=jGfeQIn%uX^cmy* z*cz#_(w+hsKlV2+(z>texhW9;uzkXC-Wv5|eD9~pdEZp|deL|*dCA}+Z%L1+lPD^>2=cFM>-3oF@4vr>VLJk5699^Dn}1UX8w=+IUkl%Ut%Q7)l782*0594#LnM(oY!d z9rd3u=o5~g)o1a}DMeN9?bKc{-@yEUFk8{joA%?{OKu`L>9ddcE$oVlvF<4aNF6S?77^(EW?yd=SPfhUtE!kTAFJ$uo=h?+g6R&JPJE zhsH}pxc87PCi)q!BK}YQ_}arhy9D$d`8j1!L0*ft0_4*;-YKi5?X|t`0Q==A55j!D zFeT(@!TS*IE#=iKK|gT(GlHu-q^T!z`4fiti~2*DoyQXrhVh{O z&Ir3c?dRNwAb-@q88_C?bTeKH`336F%vmpv-Sn6W_J{P(%wFK}w6nhAN5Zo@t6I+J zoelg#{>(Don7qKn9q7mQXIZ4JOBpl_2?e`C+ z_xOdZKHZ;W7}i_SUZ|Y=r`e0cx0P2qLA*i#KRY4N;!#E#*aPxw_MzO%#}{hB`FR}Q z>>_J@U8zB^{)_yX{Yl?W<)S8EpPFNIEc%Pd25CBfA)K>n-qC$Z3qYR8Kf(}?@cTJY zJ2Fisp5giOoaD@Xz5V>*d_Y07xH)Bj72lm=hbn3&-1iBb2l~&FzO#+KL45*(`!XV_gHqmL^$v6 zt?r$prD4B;+IxG}MNVrZxC!r(jhNtyw&uT(IOp>&wzUe1CC4^t}H@3>gXk zd&2lZnBBh-E;v!+pV7Du_<{N3f~&(vWq0@l^1=Ll;n;_dR%x!{?JqnuIKO!QLC_~7 zu|5)p^JwT#7v5NLBr^C%2fDu~T-aPR{Kk4qSdT@0S~PwG{BidXoIgQ%F4{KQ*VxgI zy{9i^_yQ~cIHz>&yEeWayEymr$dWrPfRX=;UrXIynz4iH+mhklLk>K$g!qa5Et#;X z=Z>k`u-}6Exa6wMgUy*{P#^Vw$;(x#qv8MHET1CG?UgW>-;(doFE+H)!~IN@-%<@# zwbkdQKz@hgUuyk4^jpOezW%>-#I;z*tOTxKOZN`b`k4HJ>*LZ>m->43YlZP6eM@he zF8nDS!}VjCoZ3>KT@|o?i2W_=_bag8U<-^N_lK8_N>91cnhgFG^<~-B#0zyVkNvOy zOFQRVI}D&bJ+Zu&&r`R}&l8m+f0i#;aDR7&=>JBjzl7O+5#jRl&eOwwg+X~A{2npn z3z*MSIgA(Ov0`Bd2ak`7xc^*{Y1(ENz83VmzxaEG>3oflFrRO&sFlpztgi+1qW-Ov z8u`w-VK}sh{9S3iVZUJ24Jb$bSs7*-wJmr%d*49lZg=Oxr8H^2zTobYYd;{jgx%i| zy1(|aEH4NJ|A*~+NPaTT_N`HTDS1*%AH!*q9_=yw&&RGkhIpyp9)o`y@DI+R_(|=7 z|HAl081w<ntUq`JC(@}x*+Eo8%bJFuNAD|!Wd%Ee=M{VEB{@*9` zEIy@sDfcVP&rzQU^Ys-kTd9<)>E__CP+z>Zhc1)7(~IYiUh%_X&op$0^Y!?>SK$!H zkv)Gyf0(~{6;IlnW3ZC@Z?7LMYhKle^cmyhDr)qa_lT5tQrh~kZe!~2G0%4#R?ce)k zeN=VpY@UyL-@aoczqV4sSzIh3Bn<0Ed!{_W( z|CS2mACW$<9(haGX=xGY5B9%0c!+tS)f~w09L4-24E_M^ea(Vx)k7Os!}=}S`Kraeuld{Gsyc-~IV|5yNbLz2=}~-Idi3xIbD`lsZJI)EMk_inu>t?Utmt_hC?u z_DmS~IjDU(*pv9ZQX!S|e3I3lLgV#)9_IAn^+Q;XL3;g0*VlbA`3&u^5w}Me{59tH zth}7sCk*mK{UFTV0}%QhGCUjmX9dWM+CSd!`m;AT;D1!8Z+?XLlD#s__UHVry*MDZ z)EDd#_X`MveG@%YoX7ANA5&i#%@X}Jlylhn-uLGX#ige1{0_UetzXHd^{``Hs74liE9~hsp z>5J#m6 zj{+}8CcAoz;t}>AG_vYm$%qnI&p~+v&9zdNcjWOgDC&{WCUGmz$AS_jSFc^H1M4R!kDw>ceGW8rg!Ks=A7QX} z%y(J24(lK5^Y+$$=#$ydYdPc>NY6Se#k;3YTPRE;`4i^;h%nq&#__Bl_~CDpw>_M9 zM|w6`TuXBrc!BFH!|c4lhU(*z3v;`7SVr|jdiWT1(fSLsALMVyn%gbwOrv=I7ZQ?c zJ!y|0?0=zuA`J9nf2@2r`yT7_^?;D{SIS?%ZiMqMD6f#*Rp5_I#ri^6iuvQv z0GELZk2-^XVExdf&u3-Q`Tzffp{G>iJfqG=!mwV5 z`pwGeJh+fyw*L_NtaV>E`J*5|tiMsQQMZ5V8p!W;#q<&ee}(xOVbD*MKP$ga@?qt- zh(8-wysc@}d77merxUWkoVQ6ARgj)xAi%e zQnalX+^0o(Zqs|dIVWZw@EhCTWhAa6CIUO}Vb#X*2uZvM?@kyN3Gq zi?BX(UMwHNV80mO8D{6H;-Y@fp7vo1#P0!EpKvpsFQIbq@8~b%o-Lg8XV7yMTapK1 z$RCj3@lst=Li~2~^?`Ve>eJ>u$HV-K$_+E61bb9~UxWp@(wkHt0>22?zW+JHIu7)S z@E;|w?6Mr-7s`L9{JDHJD0Ix9}+r7 z!~6)xllZ~hCvNjTuveV#CYg;D>?~gl>(!_qgu(xzJ|rbLR{YsI6TT<>UE@%IpBwBi z;Q5~sH_&(vz$|D)4@yEa>ATvHlPS|DxRCX! z!q8sd_Vrf)3adexD-$ zzS7^TJNO^ehm=0vj>T#Ia9u)c=;*#EXM;>Wmt;NS5311&eZXG&iJe}(j= z4lO*ZvoaXo+Z-U~2Vt;R%;yO6@eqdig!-PkXpP6;1K+uQr@DRE*F8w|-XZpv8h@pw z|BK&nzmfXeCm4L>g*TtSrXv2|_xXWcCe&Dhd{G{$R|LgM4jSOEi9W<&UwD3=%6UFZ z7|wsAeh}v8Ay|1g;!o=Bp&y3-`U&|G>i5C!sn6FQIR)>7p?nxNqVXI|-WsGevMb~t zIR1ktEyHZfwSiu$-!ND+EV?tiSAzUMG&rR)LU}7+k2;j9J)-A9MHmmp7s8zWL+8Kk z&JSymWA|4GbNUY5>gX}=iW~TIr1#M0!1$u83b6i!_^@O}dW!W7;1BYTFy}8}n7?5C zw7E7J_f7lC-eWkR>YjV(D0uH4<(0PgxpBrp(R!_pSU=JVm#P|En+xZKaC~WRSNHAz zq%XhUbY!L3g1WY5&`0e5NOI1j5v$ce|B+uukKA6YlW+(8C$@hyUHRx>{qEp@P=5&n zKaf7c&>rd&VTd=_|IvzqB=hJhxNlG8wGy=sL94*t@%v*otvljZ3Gu z-s?ssdhzu@!f<{J`y&kV?|(2q@51V{_)D1kyW@IW4~=mzk?TzSI6m$}QRFsD@DHeu z$7lW+6Jd9T`}gA^$Lej5i|$V%{TV7Z$5qTe0O#wlf5MRe5nh<2r_oCl`1ucp?@^u^ zRIbZ#f|I7t)c~-6lurg?Xb=5mMoP)%qIp(aA2SE*>`smA0_QU^UnUIx80jO-=kKh3 zFKR#YKi_+G!-PQJRYA|FS$hM7M->GXqZo8dpQ!1hpP^ehJ4LgEDyr4zB#r%27hDP9s@rIw#OiE)K}IXyYIl- zn?e2On979+e21x=V*LkAKI^7r3jPx9At%0|w7KMD?dQ|VVKR27{1Hsds6#s-S@*VejMMai8+003WfkieLS@zXZP1U z(R-dq|Ec6n0kad=!+BKn2dA>6-K{sx=KlV)tg@i^tOwU$!dzabWyh~oxvc{FiSj!w zcfE`C;ZPo*2t)pW@?+&}K6%>Qxra{gX^pW_0z4AJYD*#DU$=XZ@ABf1ZZ@sKdYLmdCv^Ya(K|9Y37 zAInpSxov5p4)%-kCJf)B{pa-&44yJSg`Y>r+c2ZCO|B63-_U*tL;iyDW%xhV9@Ync zPwhq2MI1k*1lEK4kw>_U@VSxsTW2on#N#Dl7(eRExtue97cTpyq)+Qr=iaKuRCiei z`3ja7==R+5rQ|E$A1)Z;pP6^Wxq}ufUl8N|;I#@ruUC-fuHbj|FZfgBPeGbT(T`JK zLEb1YhS_|aFw~~{uL{PwXI%q(L;X2#>ArNVn&|uy^7H)Mldad!X2beFws*m!$ME^H zUcvaV{K7}$x5dJba2^BOyC`@1fs^T5*e^wSUQEAuWK-)EKL5L9;NaBciZ!TDZXBHB}`?>^_=^_Pn7SK z@Tb#Nw^_q}8PZRfuTK(&d==@rlKyK@-#}M5PlLFy+n)m?--Lj@B7KB`UsUe5OLg9z zEFNzPGmQ_vaooh?OW~D^F;z9EfF7#fQaWpV^&8+H@=LH{l0vNZ8QBL^E)Z61nicK? z`ik-p{4TK2uK5l9BNq0LojOA<1o(&F3$0E}+fw!#=3j(2eYhv3{FvWwxGLLw$HecW zpd96Ob;bAK3x}3N{)YN?HGTXTXQdj5PspFEC#;gZt!qL4*dAfvKj9}5d#1hL2KUME zeA-pS5bw}_2t)pX_DdM%qewr)Z2#eEQ~%xCEam(utM2fos_w z!oAD+{sY6iNFU30ehO`!C^|oi<7Jqw*OVVRp)q931<*H?U&S7a&LM(hAP=lxaWTj3 zkF7n=FDqUaNjwPf1%0IQKMy*+-rvN}hgCYCJyNBX0pFv%E2Ff`wciQ3Jrf3gVt=-wevB}zr=tAtZn@di@*@@OgYc#OH=N>&WZY>z_AX&3 zvd?>R=bGNck6`}`6W()sos(?T3C>T|i^oG4&d;NL69#_c{t98>FWMKwEPubZX5E00 zSQ)sFg8Fi=AfTJo^(xSJ9RGcVjZ*r3MDH`65ckJ0z2__>4C6z7GR)+Cf5?}!yKjBr z`yULuko@jfR_=biMM>f($?N{#v!Rm|Meh}2|5g4|rN7Rb&G!=s!+JdGN7eqq!CM*! zLHz0`rjOw#WG{rde|#XLBKb0^ALPUR#q}SkE<4|+M-Y$453U)tjr2ML`7O%xq3xZT z>$8``el7Czp{rocuOxG@FVw&4u4@9d9w>vqMS80BK6aGtcAw{e)n<x+{brc{ zk07ir3vcc6B^Az>BmZjjD=%uNd@CtKR-Q!uhLyAP-h^TO1?5Q?@@wR0 z&5N6dB?BgbJgC10w{1%V7r~woKN@R1s_(=K;Qv1u*4xmY9=Y$?UpK!L=)?FySpFTW zA8PY@>?+a!A&?)B5cBs<9z`j(r1^;cr!q)9KEixGm6g-`s6tlG{9CQHSKgEN{`|gr z?UYnu+xkB+ze0aW803Tf6NY$${2oKG@k;;41I&8DeRGsAVIIF9 z?@7yj)v5>fj^$5`mu$U%*dNwQuz$j^et`UXVjJ%p(6EfJw?45C*m>&-P_}Q!Hv>?^Ow( zohs5e8u=FDBc8`14EB!vsMnX+`d(1X<5&IK;Q`s262L#?Z~eE&Yn=OCm)t}Ckzomv zFT>kOzn@!9Oj)cXdT$2Ta|uI#XfH298g|VM*$n;@*V71tzM#Knn4O1Z*p2k_#WBf- z4VUd9{-VDj4EG;UKVEivpq260hp*?o)J*yNw&g#V&!YY@%{jY^$|fA2dV{2$tDW4Cj` zaVyS2euDgLoU&q+#L`mPZPb5bbm_|zZ?1uVLwXyppS}HAS?+)M?t!_#>$-rvaXqb( zFw3t9gFnOgOc?w>> zx$b_kzd5vLD7F{Ep#P|kgk{)z^4ke>P9HB#1pXsEg!%gC+r@P~-`1^>ua_7jZja$+ zI)BD+Bk_-6b|3a_e#EMmqdmZ%WBh;nRr}SdsjAWsDPL&P^mH*Az5x6K(%)opAT;98 zcHrMaaesutU!wjJhVh`hSUFq2Y7(5Sv=9XFc-wS!xBJe&;gZtC-{!7{i{{-v%l%#R z+_ibX&Oe9u$FGR{BMj&F1KMLaAA$PPoOb^8^B@c07t-6@)cuhwTwZ499|*&JP1KKf zI%WZVkE(%xAv`#-O?tWj;uq@kyW8?V2OAxL_>JxTXKm;4-?ulgpF%ibz!urdqVpmD zV3*?#wbc^?xbhP;IR1pK~5Zs&sJ?W){=w2ZkPcXg-$ z=tcWyxaYr^>noMR{XvvRtJV5D(h17o-%#GIOCs`S-0I$E~ewt8`v?=2>UvK(sv+$Lfgbe4`=Pd?CigulO{_-X3=lLfC zs^NV#mzeDzSVSX8Vs{Yqjcf4t;=p0QvLv!^zv8 zE;so1-?}KBId|6y&hubz`}_7ROi9V83G5T&>$m6dZ%@M&u-;DP?{?lw>GTTh z3;qB1&fcBIZGXk*7vF6nRQH|y4Em1ke-96udT4AC@C);Y?b;o1ehzmCE1Ika_XUx@pCgu^_Wc_L_K4#XhIozi{B*n2B%gSh%j0KcrPhS# zM5w3Z_&+bG9BF?>eE*F8j~McE)CX#Z^BCkW!)!muFgySFc}cL82`LBqF`g4vr|%1& zZp#br@ssw1H%S9QD^z( zFY{Bg>QwH4KB0UFgFYgEevQ2tVEU^ktRLe&VR+sV=_3sKg8qWF)Aza0{~BLq_vf4V z{b|UbUmhF$^pf0pzV>U@AnPx86*+%@&D-J_{%sB9$0+~bvKXTsnwF~0up zxn+jk!*l$8&u>p(_sj2$WS&6A1i$kPv-;AXxvNHdTt5o);rjlB7QQR!FWz4uKmX2n zd$>4w2CokihI%ly3!0z$NErit$dA8Qj_MAQ>iHk8G;H%Dzb%|6Q2)lG$?c2e;Qd7s z{t8k{tbUJiH(~ZANK37Y?Nk!3P>1ppq@~ZdbuQ=x_dg~7XPDKiIHvO)L3-xR({gz) z*?FcQy+}o7zi1@O9~cJzMB`yQs~-x|zyFRrRy&q`PePEH{wu#p)11X0L1uwL+GL$& zaQ-IAe+8LKYSq&l>X`irGB=#_Jsybf(@6ABkR9+r>O$i!u!mb>{xb~um?U4~xQXbY z{w#kHWZm`+O8K-L#v6nGN6hL4f^3}r*58lED{G*C7Gw|JiW*YW1-=(W^I!Z{v*&CH zvwuMrF^eY*bNXfLI@}(rXao9*>ywjhm=dfI2L421-vVK%FC+it2kv~>_}N>znBk*N zpW9y(Kd(jYh?#u~@}J^=fA;c)^`ZO~R8noq9*OHgI3L3cFy0Fc)AKb9v-&K%^nE6*hAy3CJFlZL|2V4(f&JTs!-Fxm7On`g^`A1k$i|AEs?>b?4 z;1#wX5)>y~IFo0#0sMm`KjE0p2L;9H9aFj;Z~%M2^(rQh{*W(|5BCKm_Ae+_-IpKl zEk6Hmfx%jFe#PHo&SX`+0si%p$e%F0UqE7S0>gA4mtjty(vqo%Z^`$C`Efj@?5&TR zzRZICu*4q=N_+Yb%AF_$`speepD^T`$REPMZ{)AiWn2BRi``khMNrP46@NIgl+~vM z<@egtM_v>^FN^(EjN>~irqlvPeNY+mxzO~AI6hE&e%)E)uiYVDO6v213gN3XzshZ| zkb)KKAYTiR(8n;bN8H(;(+%`ZQtxM2;V#~PWf=4s*WYT3?4sPdkBW4kTxj*f z!^pBe9_lfY{8&&O?IYYNOK0a-f~x((1+kfTfj)_U7gQ(rGdZ5KnAOh()deeTof=27 z?z=cGR#4CS z;^Y!`4(eZ${kx!k+2YQN#v!aeBdA}?S9o)+4Cs@@523Z?;^(fp9oTuK(AvA#h?`nb zEdDbL^$MhywbT6x)(-ZI>u;0QbZOt}{_uWBlwX@8PM11$xxn6EFSI$!tq#?PYT=F_y{em0J;*}liw z#F>vE9wI%Oy@oH{Y5Ek_i~dIQ@_U8yYen4u6Ndbj{*Ue4|F_@PXNdOig|I%f|Mut4 zo8|`R!F~YyYuS5`^V6FP`fMt(N5Y(cgn>S!Uu%wc+TBh1++S$zzpE9sb^-V|q*v={ zh0Yz_aqNBJf>y)z`ww1)fj#2?J4l~8vAIhG&MMjora^lc)$uK@U3jM6nv zuve5{hp@t1GU+qe`?G}(_a=uny*F0$W8;1C__@(#2#+7yE{99y9Vf#1Y?N#lfo6OI#{imS4eZdgx9&fn4Y2TctG9y|W@@=#a z?R!;+R-70N^$?6N4Ewfh2l>+c*dO!@aYwDHl39}#VSJQl$G8*zJr;KZeZlcM7KGm1 zfA=b@w+J0YD^>0+bXBD1y@iffb#T%_c;6<{)5)ZLO~y47@NX!8!tlK%!V{lWPdJ+d{s!%})1k`nlS;EW ze>%(R-&0vGejg(0LuVHy&5ZgdJiqAdk`j7O?h2ew;Q9!w>}35XZ7XhgW{7%uYvn?$Pb-7!?jlHEkK@x zUl^WfvONU(Ev{GRtx=KXkw~B)=^+g9mBz<*xGzNbt8IT*Uk9a5KM2El3+hXkJBufmtPp=6qy>iaPo$r8g+ z*Jr{!A7Ys5M?#n8`5|ZO&DeRapgSmA%lYJB@DI2i-6=;smwy}$_csau2)Qk_Baq8e z7ctl$($_USQpaji9{j(z#J;*d>|_@)q%X{m`k-g>xAsae50D4)S1)L%p0#N;-2X!Q z88)Ex>xJ(W4cK1^`hoLz>pb@1zyLoL`rf)g80bO&-fgH&oAr;wVSb#i+wQ(nANO42 z`IG*#i6N7IN&`K}U;V7fLx&G*;`vSYuHNavP4R$nJi=Vw-Diz_wRgT8Uk_m(FS{R< z3Md-!hWpFzH_F}8y{#aABRzz;d^>DBsVq@xvg+CbADh`P#f|gH*u3Vtg_T)J@FYyg}Mo zW{gDMgh3zsx4@2A&lXraJuk<#)=wDpUGluIz}lT?|H#_6 zlfE%b-(M4qR+yAMDH6YrzXy(o81fUe2c!DBO)o1)1AlP+Mva5sc*JD0`jF7uY@3c+ zzC8RN<=OjzQU1n)c<`U7-@V_zH=aCWgn}3Gm$0fHjo)X$TrXuSJ*XGp`ufZYp42C1 z0q_U&$v$Z>M{Sx>qBxQD&&Z4!>bVE%r^wGfnTh5HgWK@^exJPo`npZkP(Me1Vca9` z?~A44_w(X0%6#1Vm`py^;%+fzeg}xk=Z`o!Uy~xjTdI{+EM!m zd_NTDGs!vn(L8wL|=&^Di@0y!aYvKkNd1H;~Xn7~((rTf$I}Lj54j&TECfdmj($aMlchBg(&Tv$U&=*B8ha zk-z;+o;csyp~>!h3;l$(+E*1@fxkw234^~w{p|O^`Ps5B?yP<&m<{gww^8aNtLF)3 zZmB2MjS|}v%FFC&u%%k!a#nv526R_F-TuOKMOIH5VE3|zYoYji;7HGa68Y&WmE!w> z_6!KDnft?`H|~csl5j+`BvZb0HoezXp$< zGU3;sA>6+Vp3||f%7k^`zj1woBl=ybEis0CiEwJNU7+kCo}UgDT^c>{SuT&C<`Z-l zR3xl`{07%=?)@llsD3)++bDnYh#lj`IP{1AOU@4j!mwV{7YoC*g9lvWz+dD4hfKKZ zUzGa;)`NIxmoB{wwZ!kk$Mp~G`t^`ebq@F+YIhx7FmiCL60@J7Vb!%utpXtbKz$y1 zb!*qa?IYRwh%oH6-2CQO`M@8vSB4kj{VUcE{6hMu9nRm8AB185h4LHr?Xh2Gld3`u z*&|_ykGTF3oqrB0-6DP;FZzQKZVDC=(t5Ce!tq9g_dPV(E&%FjSg#n7-(&Hwb6ddP zalIoojpPcY1&9y0zhc;!_{s1gqL(n&55iDi!1)+v{&A$W$gW1)9Qc9!9O*nEb@pm+ zi1(;pqokId**$m?!~^{QsMbrjC5_(9#~-B;;Mlo;9K<7(FT?jJA7ywujb}NgPsp7c z$CPzQA1x{U*SLuD6YZttH^kkl%zMeiM#9 zaw0_KIG2aj=k2$=Y%jxlaXf47xd)t&xj_Da`er>~(6JBeKZ1O5|4$hDV||yk)BAA+ zYe#>XW7?abeoFse_iozK7wX`D=>Le}J^}LIn%Y^u&M@;246}U2M%GQ+<>x%kUz>SJ z@2n5FvGYj5X6>nVW{2N{Ka-sIG7RfS{!lx_Go;U^K;ai{w{W)Q&bu{0Yh4Kk=j?V*nsDHqQiM8R`ydFPh zjo#|%+opnjBYk6porQ-@q99%%e{9WvO2ulcvFCXO+u*8@(&hYpOM>l=_@zr$*Yo|P zZB9&flFdF|53s$zw(7zqHNJk^=3N#pUY$XHsE>qUe~a>DnB^~a(xn;ut)judqrbIl zzs4wf*Cz0H=r8Oh5BpeV`U2KBKoUO*!~PiUhcLu%^gpaWy}v_X{pmcAVbE_}Kee;- zAi*xE&%xHoM|u8FnD5W+E=0#k*VTajBERkKHy%mR7k}Re*Grh4PYU*m*?#TzcmqE$ zpCSzFMR_tz?-yqMVLhl1_O`vQy0qG<^p4hRzx$|iw=U-(zG8k)81f0MPZ9?E#{7_B zw*Mo{_e+E!pFn=tU$%HXA<7c`FO82F^ruBT=r7?H*HcF)HmTD0F$H_V%wLWjot8Z? zArj<=>m9rEL~e)mE5Sa|AB?@7JicICd(MA{fioL5-8IL?n9rNWr3W3 zgtOt7a)C(G0MJWho$&=h-1R8h~8r_vHSdj z8Cs#p_qR^VG8Ye)uH^BTFw{SAJSS1k+nSwPyuR*K)i>m%ha0cQj%)sWv6b>0pcm<5 zn4T9AoQIu}syX=%^a1VLc~M%8#oSMj@1Q<8Zz(yZRbmP84Cf=vo`)6~X7w)Tv(KUo zjxT|H9{Eq0*Grr$=N((qw-Dqjx&I~*hIoej9KX4`ht$;D>O*M03Eo7f7k+-|`fXAl zlcKpg-u3-De+|8SqM7xtjRv zzI%q$v_YQAi^!k3e_yfhY<)MdPvoCRt3L*F&Aeg#NT0_(%kr{@0HB9(rADNe(*wv? zP`^A7!+bdZM3wDxKdFfC2OxhZj`tsIohN>OFX|Ivn2*{cPQIEtJ`eH-9B*QBC;O4j zIm)qYymJOK5{(Xnz9M}S3A6egVW>~g_*eALDS0$QzDu}TbCuCf6`%+6g-Klo>)zI@ zhwqo-dM2&X9F?;6FxU&yKWXj5fy-ytaQYdh`?JF2JdmkVURDb zkM(EgA*`M5d+_mCJ#~uO*NqylhJn9BdZr9YR>;X3!udPJ#j^DtPictHIQ|r$9;H5g ze)IjtloEZ#_|CQP{SwSCr`%9Vy!oUI?!zEIrhIp_cxvSd{W0I4TB)mbzspI;CtF~U z5Auh#Gyl&p-6s*IK3{X;WrtacY`;47$FF%7s=7R1oo1U;`|PLq`vW-MG>=yY*7$A( z|Bm!{Zp$1w;zcBUj|chb`CMmiYIys07Z_WX@7eR|rv17$u?Kasp2i(#l&qkU65*f-KQeap5*g@fyWA1F_T8UF}_zo-7C z-gc+ljXA$&cwD-)ZmAPn&)>R$}{gYseh>HD|BjPq9?cGUI-`Cz_A81^qX z-^~7s?;hOr26~ZyGq+rd-`Kwr?2Fo8I&4iidr)aP@pG2S8N(NuAKCj51j2m(FiZd9 zlGU%?0{dWj716_=!J>u)1o%bVb zPpcm6c|O4_R^1@An>6=dUY{I(c8n39C(n@ZgD~WiD1X8bPf-5e?QP~q4z7jz7TUje z&pk3H-UP$@psC#=NNKFwF4!+){^yODpC1thej>kEJM+)pRtKf-<|l%F_L9&;7~;GB zznHzhL!frZ_mCf~Kif|c=J9|qyRXRpFBeDr^|pPHwr$rguovW~cglyQs``yePZWFO z{D>jnIrJ}v^`Jgcf6%Wb|F(nvVZD{Lv;34W_z#Sygu#Cy|5-abUuBr?ZwiF@{Uq<> zBdTY;t%qa+?aBN3g4RDY3Sj?D>#5a^v9z`U{X~8Di5Vb$tziiFuRdRfwe}aRlud~r zbG%C5w|gs&zi8icLgPCP8gK&cC!oCNT3YD(Z-(i6Yyx3kADGu``}vW9xe&k6U(Wm1%`SZ6DL9`&e$DS4-7x9gL*)f1d|Ft(Fk~=a1=mxZPVrxm~P%vV6?Ggi??P@^k*izaE{w&E)=iex_AFQ@vTB zZ@7NK5Fb&V^B#l^pWd)vK>J+~;}?{4GmqzM z3*Pi=u(YV*`+MJkE0(OhV+8hr>+#(_MkhY4oabAs=R))u&;aT_t%@)`{;#*)mD4078!y3@&AkLqP+9Io#pzu==lAy zBW{cDzoS2AcrWSu;;fWY@upJHAN}{@ok551>V|+lA%B)A<(}(Tz8&lz^EtvmFX}UE zXXhbHT;$BZ-d@f9-x8O3N~YC1Jil5JIbdXF{}_3C{#WqpBBSiJ;SfJR@S7sjGwo|2 z#5d%h-#eGWX(_Q#f5!FseY$jdPen558_JU~_)Efn;y&tb-U#-K^ey$W-LdFeckp-E zP8jxEINs8n^VYFr`TcXjzjdHOM|l4rJCE_-tWh7Qrw{ow_FtYb^Hl8gT;*yRjOTXE{c4|GZ*E{^R-f*FoN(Qn3CN%R;~Y?rg&Cf5pb} zy02S%fV^DSsRDk}r(pUA(Je?LEHNY{Y-(#XG6u1?aHdryJA z+DOJH4EEW(1$LtN%KFp$Nd>}Oe+cvX4eQV9ovSu$wGGmZ;``lI$MSj(82knDiH$fP zVqUKc9P-$xU#~nxLn$9gJHsYapI}&v?2|C$OSrzkxjRe7Yr4s}lD`iOSo`)_MOS`5 zGcYd6<;)*BxNnF22^7Y6cp$3_{-77m_dTF6@!=_6e_rht)8nq8~E_iO@`yaxfk4S&eyi=aJtG>PK*!ubaQw6mfqaZ0!_o5hnhg zD(Wv`?mr0gd?>im#LN4WJ@{wzzahP|Iw=Mm2Kvz7gk9xYHwFRv=oneV{4qSJ0n@rbfx{E&3xf@7$vN2}&V0YWMrW&5TMhAf z8v6e=wo)6a>d%6|!FWg*zW0Uko-o9>7X6_jma<`=2H=4?^e87<__;8#q|@0?{^TMIeq6-?HaHrTz>>&eqSmgdDM@*Q7RDs zG2dsH-q#>RoEaIu{$eL?zY!w64%$5uA%Dm9MSOWvFuZ3 z2{EdFO|pIL;Qy#kG2NU8lvMA5`b$ep@2e1EY^^n2yNKgacgcK&p+1N7#iWg$Q+#z7 z-yaYLdE$Cly9@CJ@QMv~A*B2ZH_~{c&#%c3taT0R9g78TZ>+KXQyXJ|lgb z+Bgroy~G>r0qJ2lmFAD{=Ofe0BSP*K#S6k*KL|rUhU<%W3|(b%S$y9N$B#c>yK!ff zBG;ezE4}>QI3$37!~150{~PZ^=WSCaG(!Cda*OWwZAM2%C3I>KPLt2k{H@ z35IKl|C^s48$18)ZOBJZ9)#8Cd#gf%`IX^0r=-FE;d%*!f5dn~nCBM>)1PPLuF8P( z+JO>%Bdn@N=Yt5;VEVp@K>cBUjK^#|`W^^t=lL{iXZc9t_mhX`I*#J|y(Eoo$AY|9!g%QK2!np2 zz7yv6r?&2?i+|iO82Y1pwjK`6sMNmz_q(wF);p&foMn9A|G3_*4+{tM-y{R?V?=%5 z`bMuna1+1p1nc_@$B}*}YsD>JwcMB6D`D8*p#CN=_~WbaQ@nq``I4)y3RSY-_E;M)q^*!WY>IkWA+f+}%csPD))_J*Y840l8 zLw!y?v13roYGZyrwQX_Wi-BK*RgY8uZ3i~=FIzAQo(IA8r5S1_DA+!dqxWG6X}vZa zST(l}_RnblX*2Uz4zkXK{Q%NWnAeBW(nkj+c1(nNIJH-8`m^4=na9JlzdN0EbM*N0 zW!o3nEm0kR7V451 zMqh0;Z8GQsj-PSaJhoT4*k9p#7-siPG8+EGjy_fo@qHf8|#|C#D*y6+5l z2>u!8BMkW;_4n0IKl@vJUjgUO3{T8DUm5}TA(0=MmyK?3+g1(wgZXIIavSqMb_3x2 z5cMf*)0*Y!D+^(K{C`%#uAEUSX*}L#J+AD(b2)#Xny^Flt?#(?8(@8XCH!GHmHZQ7 zkO$fm!(A~_5C;3e z_3ntw4b!R=zb}&J-)Xn+n|&(W-=p@A&Fsu)KKf^OxwnMz5{=UIJ|~~<{9qKs zGo&}WzRlFF;6IMPZ{&u_ZB-&6UST_7?oaovZ$10)3|jzurGw^>+MxIe5PU(zCxLy!~Gb@qI`1XN39s34^^OeFyX#Cx5Ch z;`ATztnvNzTc4kA}LQi1->asKK`|$n2 z!6AE(cWL(K`-}Xxli$C&Yz6B>{bHCs|Cs;BYh#})YhizY;}Hh^LHlIwPA#zveIH3U zw0d@?54`__-7h;-`^7pW%bNQ;!Vn*@-dQkVX}s=NAFwB+r{K#W5B(nE@44dqgkgVz z^AqOxvkEWRZv1le46GORrSNTY@agkQVSk4FI=pPS)8E;9f!{d(;kTQY?Ry*q`j7J$ z$cL9 z?2GmAeO{!$=-k{tH3J$I%E?}e&P$COxVJ`H9yAVq!jZ*tCPjn(^Or}qT)i^O*o5ad zM~)_^EDApc@|JvWM>z8NzP78>L7pEK%X`kw88Qso@qCpq#BW?b!}LB3q1Y#Tc(1H6 z;LlJ$OJo&FM+|NP`ffp{ja){^3?TNFF66N0ue#&4>A^ z{rcezhM_({AM(4TV(p`MgO2n3rF7=zn9lPTzeL&EmGJqWgVB-F|DkuHoG%mK3qRx*l%DyaLmkKcT%kzyzdU_Jr>>F zL_K|i;!W1SdTzdZwk60H>jlReH~7eV{)GB5_CKywaYZJ6sysXYK0ewq-Y5Al=o8X+ z+)lPh-mpF7C#bK-z3(ik=`7;%I({~6)cs&9$aks#g{4>ZWDQ|IhVvbNKYy|8Y!S$Z z{{L;Y?rp6P@cbG2qvM1PC|(eT{Vmal?c84<|Gj&w&u3r2INk}J$9H${i3WM&{3i@f z=%lHf;q(%Q`ZtcpFgtHKVcIiR?f50|zo_4YLH;Oj*3Rz3op8V4r#@KxeL>{^iP)qo z+iS|9K0xE|J$7tL@k8!kPP{L5&GU%^c@B`+2Vt;3>W}RpAH*lkmuRlvDBd5S|2%1L z)^^kUP5)t!`EQn&_Xht%{qHU-++#il=*Rr%Bw;kEN?9Pf;!qK2K>c*fiU-vXNtp>y1HzF_tB&NoDKFUkaKo{{0jAxFxVgdpD^ej+9P4mSDf$c zWv6Q~2ix;_cYckjl9!S>k6{;2_1OaSB7ZMvN_&KT z4(9Rm!od97b7%hn`JlaC*r(ObbWOm2?SxsrcHx%inG*+gfc_wT7Y9mP4KBz7d%*P* z2KiF^v^JOiEZC-UoZ{2Pd4B5;B@6|9Mf+ix`R|MK+iFiccOUix$gi@RWfrr-#P9n; zeJXpue15`^3y`nie3yFmS@`Z|Jd7uKKd^Ag|5s3Z>*IX?Mi~4njz<{$1^s{P-Abpj z4}hut-R>K4OPzrqgnyaLEOy@k_N_0m-%E(WUrOF5C=dqwK>tq|>Q~5b!jMn27!UG& znxDo`B>7$TzMyJg5CrsN|0~_wIDVYn3HVFcVba2%n{By&x;kdlhn=fqfqvvCVaSJC zVA!9dJg)A{zk2GS1&=3Jt4uzgsTdFP!v5EuPRhuBcb=ag66XHmdf%Z_=O=Uk{@{4m zr}+`n9v&}m1}sa89l8|smD)4xj?Fl22+v!YOXPJE zF~l>>F9~yhLm2W^r015B)nuRb#t<)XyjvPw`)ao;0Dp_}VwgP-dn>t(?%sM$;6MHU zQdhUXZr6A{?Y4Z~y6a2-Kt7B5d%KHHWr2zzocAKX33Gnl-aPl1g{(c?kHP%s&bpVA zKTJ=QS0jD8v)jY{ltL-UgW3_pePbMt+Ihaga4y;3o!3L(mmId{^};(p`z?KDkOKOP z{)}OkPZMU}-xlt*)3W`vwI7e?_ex$AtERW%^xwNLb4l;7ALuKNM;PJ@=3}g#-ABFm zf6kw4|?Zx*$_{2TbyPa?najzwk>TV_K3jrvv|*7vQkdg6aL^=L@5QaR{5 z%BTEnWmVR9bI>1@H(`)J&R^c#&GXD&SI(dNw)a1Es1E~vBE9#ET6^2PO@;d@DF6Ep zx=y;0+M4fQ9}L?te}W*uda=It!2h7Z_24$(e{lW>Co_yZP0hhSpgbN_T=y_Oa0cuH z_2c2Bnqjd{XFy+Y{D(821W&xtN$MVJU)9z*p+vmj!1X?ij_8|utsU$qF~5J9HN?c` zXEKb3<3Bw2WU6ufW7yx|{10Ee>EEgMK^Py`Lm2D@_v3`&`2?Du`p>5EA8GenrF9?{ z`Ws95PZ;7Sj{j)*s2fAhxbWwbAFY{kplnsZP2J8oZA^i-q_q{ycHE(3=F6}^`xE~=5`5W^0@!|V-b<%A?A5k6^{%Z=YO+G?@ z%ttCNF3PP;`OE8fl|8RG&vOd~d&2)$E-s3lrrVdF4_BVLVysY@4EZsx|LM%jgBO~7 z275yNd>VJud8_3FeqQ^uust3%6^gpfpbT4hsOsaP_ZI8ELz^!+LQ2&zw3R+A>TP><7nxwxmXo>m^<<>gTf+ zXBW6+)bafN*_GjL=gzJMd&cKG2=nzn`?_z{qG$Yj=)!ZIf%jy8{)O`p^al)kk-k3< z`xZDgx<9WMzF1he*g|?O>}EqH{38tSE9~|!=I4#n4)t-YzcB1X{){l_Kk|!>cZb%? z+S&Q>i_I3DcQ!|>Yg2wfnCk~&SU-)2{UQDl{<|+R!$TAN58|4MIS!kf?7*KPzZqur z^_rkCzf#X{+@IInn%MQ_)^NVRthxUzDPo|&%D$wJ4#@fT+pV1!?=H~?ryRiR9_=RVVkC%0)eDu}rleKRu#`5P$ zUh9aSUOw#)-}^=Vc%wIehSP`}d_VMN z_t){f_>J#@b+@IDaDKk2s9Bx1U>fk#P$F-_(2nPegdtx-ePaFT`>Mj*{ylH4oi46l zA%EW9zc}mF#yh}Y^oN9jpGg0^$H@zar%r(Qi1H!K&yU`_wq32#rW~HPLI3}LZPn9H zIs3W&y-$A-WO{$4+EKFa+O)Jx)Ak)9e@1x_=K5XxwxtS=LW?|b9?g!%mj z!e9@$9)?+cxNhY1E(g|TK|9K~E_%QXn>i!6f2z9{@ps(Zp{g&*f7Vr87*nyr4$ePu zyt=BHnwb@{V4p}YVTjKyF!)#Wr_>Jb<3oPbds-IH+}aoJ%VYogjr|s?_niUXA3^_I zpPBG-po=T$5B|UYT*}jc^hUVPfcz&6`7pMBFtfV7-TndB_Yb*;=d3=ti0@YjgFaw9 zXqfORqP5-yWn4zk9vr_Rw4&Hz!BKv{t>KXQv#H%D@cmyy(W)C@b`CCv}HNi8;d|JJ- z>?-I#();n&h&6^%lYxHZ*T;%tf1TO!N}os`AAjFU)k&@Z|AF%SWOlYPW~UzHqd4EE z7<;Me_(u3Y?r$2~_UTD-T+j?eZBd5QySMRgy!<0CEjeW}<&vknM{u1-2 z#zl&QWUXZ&{-eAI!~O{AW9{rdW@Ey;TZ^O4z<4OX#)>hz>H*4%EZ_Vb1Q&|?PT~11 zVeSu_Oe|AWoi_3FyQYELJGZ@a1@sl;6=Ar)kNVj(dUbuA)>K$8;Th`!OSWGG|AqW$ zT5xLfq)U;!KHc=$euaO;3m)GH^Zi%TH?@j>T9>%L{xWh$reJWD+XG?lf4^8yj~OMk z1lo}wUzYCMlAZ7k^bzIxrNS@L$>b-`&%P>`8Lqy+uXVokM2Y_*4E`kYUkvLtY=QTZ zJgGn5&wt&tcJzBe8uB@m&$o#QQPx4`KtIm^y?3!@oNZ^$-|uTv_PgjL@qCXk=mYYP zF!&4le@&Z+r%th){vQgF4aa_tf_Q=J{n6cE^^7Y_s4bFoV(wl-YRJqNtukXf2yhg=Yylf^fL_pO2RLO;rld_@kLTjHk)<2 z)H8Y*2Kmx>*beKV|5Ja;zeQ53inru93Lwv3I3Hqoo=#G4V(p+`lJznS?@N-{w@7M> z#Uk60GeJM7oiLsEi=_TuYSOsS74+K>$43nHPKiCUcF+fj{xA&h!;#37VYWZznC|B? z%=U{6Lp~~rKO$)@DFfBFiBNx+_)C%W?kf)qmt;f#-V%BUga7E+0@M8nk@V+3@fR~b zD%1U7k&N=3#`G7bAs!+BWz0g_#C%qT=k1Z-GKB$!rZaPxKM~0qFD<;C9S-#dNxf1e zduEf*i*A3wKJou@?T5D;nzR$*EAmrLr()--HLE}#xPHQLo=*M8?3!1WUeJ0N-bWJ2 zMQ<+)uGfJ0t0$qK;e{k`!cc#}|I2sxYI5?M&Ek_t-h9t;L-2=mzeFS-syg&X^;5`? zB=s|qd`{)4`bhD9O5zVh3Zb&&(=V3GccJkVqCAFZ>K-p(x!$*jJ%J+vQm-~zcdqI6sk$#k9^(g|@i|Z#0-={)*B@Fz*`Bc<9cANKI zndK`YmCcbAj%mYzpOX5FNF^sSBI0{*mfwn08tR<7R4jq}b!eZhbh=u_SWCnGcFFft zM6C?RJ?pGw3Fo88k5>B*OGjJWgZn-x?^YL=?@^y-)tbKFAtDUxMS2*f=a)pSY8Uo7 zd!U)!{}8DZ3@X+Wk5MJG_mT?(z(^F$)TtUkgqz3*P6zGS%4hrHvUAE=M& z>(8d#|Gfj^H;tF;-v0X1$B>VrKT$^v@~8H~it=^2hoF9o@>8!JYg3`#2KYha{hl1@ zX4wq>0{yW%V$i=HxPEG%g8L~EwSzxK{b2no{|_G_{bKDD-}(Rb7=1WC_t&irudHa+ z{;10M)jDKm$K>_bfZz5KdI-b*2=$v`dOwSZVX7aAT36o=4cQY3`3SDRO-abmG#Ph@ zpBN9?oRZrrWw4s%Gom*4hd#M7@CD@WXpe1bJ+?+Ew1ej{^(6BX27iM3#oFn^{{S8@H12k->?0k;>WLzaD#h>xH+*4#hwIaLXK&$?84dJd{9t$? z@ry9%FU^nrA>Y7ws;RPhT~q2=7!TVCL%xCh)ih|=Jw5jT+wY4sNBFnd7%6^V4EArY z`ChJ}<`a8ApQydF*{2=B&a8gUG0V?bJLTV^_6ry3H(%PLP|n6%QQCIy?@I6oIKNh_ ztmC1->>$5tfmwZ7q~#jXa4BgSeE)#jGnyvpPACBXg!E}4=JBnAy8Gk6x8nC7VS9&O z$Lm~^Zi7CdygLNyzu&Pl3G@T?xkGf=+v*Zywx1StNPT3Gyt^9wDfZVMySO;x&1J|J zFn(xNffOK0)mIbVMl z1(9xZ=~vLd!xI0)upW3s_=y;qY*L zu*y!NkF_r#d9rqT{!i4!=g6*mHZEYFn7?#6@Z^#Ii5*-&yHwb<-ZQTc$RG8$%ZpBr z+N&o*evDXG?Zc&-vnddd2)ndftC>6p>=*S-caO(Smlx~7K2U#j-x!@gXrBoAGWzST zx}C01oB9aWhw|&H@9?B3w=eiRTwhl=EvX5Ou2Km!URPhG{3M%Yz)hTwFsr|by55@H zuT7v2x2LXe{F+QuQlWl;^ytmqy7Z3yG|1<1eukNU)LY-~&w#ThAb&@F(@O|=J|sn? zAR_teJ>BoJSS}IXe~R;W(`u!*sNF<%z9#B+I>BXn^cePi7*V%N5w2FkGj`s^F+HCn z(pOpCakA-rb{|osKgXg^zsc?4{0Q|;KYd)a=Na+)ZV8v(E57$u51#i#d((gJw@_zL z0{CB~r~AR{=Qhtxg7aBiUypI?S4?mf-$y`u?GaL&Gw$^@;6LgUVer4mZ-X8?qCQyb z1N}I@!OS=J=BmDcd=JMr*!Ots%*gpL9%93ZtMob>wS{fh62(C{xF;Sg_--#w>QC2xtP80r^ch!5yL2}8bu{5MkQS>0ab4E*RO@dt##pQ3#b2L9py8K(NJh+&rB z8>!5cmT^1_^27BLX3sN=jPwups})SZzLB3sTQ7%vxwZoIm2ldZBWpACLBG)cj1WWq zgZwr+a4p#Bg%#8bF`p(3_K*1}!*u^fWK^7!tmvr-`2otacc<`MbB8xU{)_bWPPF({ zs4l+GkK^~gvoX5ucUQ>oFdrri`p^PHJs0(p+TrQHoOm*8#%;=g3_9Z#*5;08ogG8qDyZz|CuQ$XO)IZb3?FPogh@YQFdQ8Lqw36u} z2mHtNm}c01zA9BM!}b%V85w12@`XGn9XYJr?Cv(6)kiLEk241kc zaD~&~FT=FHPwf(j=eVAJb?r*VUz(-dh5GmJSa|Syb3BjF{fCuSHTfxXf8XD+w&}S2 zI9LzrA7Q?q>i=rS#O(fNJfG`Oz^FeIN|>j`nYs@V6`@JRQD&gX0a5s{C>D zbrr;4w4VX3PkuJCxCQ%nYIg`pHj$BndL;5|z(P-(X`1@%eR`q+doGopT;~M)HPq*U zYU`r>rRw4Tge~SZ`j$`T`>laP8#nK0ngaPU%5z}Kc@>=-;`3tU$DlEJi;9Kcav8Kg zVK|QDJ-A!-pPSd8}4IZ zyd(_%1mh23dAg4x8uIM+tz|N2;QSWlG34dWLnmiFfOw7k7@9R;_fmg%kSF@nVVcRm zylQ3OyaxU0u!y>J|ESrZzc~M}gJmCEAK3)}%AyL8C;cC>BFjgH-&8aXZKK8OpCb-Mqz%>32L57yhFN`J z#Eb4>H(xp^YEgU}sqVMcyyQ0AS3rFx%=behhX&dDuNe&a4$5a_OkNj%)dcVt10?pq zZ~*1Qgh78XUbA+(KO`ay_KWKuxk)2+(U5MyFQj+mu4&g&OZq6$_bNmqcWo}$Q5*v2 zyC|QLLZ5L1pWB1JNzSW9qkK=uR6L0V{@{3{&K}BISdz&7=cuaa*HZ1*^7u9CYn5zP zo%s8!=)WynZ;xM<_*^cI#bqIeRR%9dH zqqC26UnQ1b+l&ny^lttcrOC8@hNseaHWwy6xvsJa){pcPX7_1<(@S&C%{27i9FZMjo`2g<>JU4>pB0=BpuO4OxO_2Ye<0s~Ikf-KQG1~~_(RlB!km8$vwDVu z?xf=rEyeH8M)^AEo;Y*7LSCK8$HBO1N#&5my#7fT@@dpphME6$2x?Wgt#lXEpYS}u zVc*wXcb16XXNvrDxN_*)wX`zOUo#2+8BWFf#v;P7KS%u|4D+?X;QwfT9FIM}$^H-f z*%s}5|3>4%{b7`kL)C$U>3=(bKR|!%IBR`xkCGx7UvmFg#IO$ef5JdN@|Q5=12~^! z?9Kb>H78*_q}MUcaC5h3-+8|APM9X|;U& z>A^+ZKaG=l9jjp@1@!{dmvO4edJmTG2Y-q4kMkU%I3he7@(GMr<8s4(bkz@F&&P5A6r^;QGhi(>3VZ`Rsq=BL@AU@yliZG&^g^-(dL9g6f-<30z;DJC2yr(d#(e zN5}rob|Y@Au73yPp*}fR`RiDk?E{SK9be-6w@$wl^3~}Q`4i^*JBC@kjP34`A90nxpC8F7AWa^A94|Q#S{tJMIMg$Mv~h_tACu(+kE& zdArRrI@s~gC`Ec6N9493rs;BDci4Yn{AAdT^qVlR_b^QN2Sjc=0)nIW-30x``P_~u z?R(Wq{5@@&@5$|U!yaFhVe!fB@0Y7H<)xrLiS6z^)ZA5WO@aTTKXqRtG=JEj1@xl4 z+*8)hXnb$a?U%6BBliEFNiOr&s6#wN{<$ND`$ec<9#iwZG`hyC>XCgB27iz95$68Y zBfG=&+J}cAUqkvPs+gX;T)Bk%2f~ow;eLJMoyp0En-xI+asJ8SlSlRJmk;?b;mD&Y zp4JN>zT$k75p(^ToOrXtvK;aEvQeL=$fsZ08wvL-+gM5Tov@m*tmOOhBEsO$PyE{s z{y(|}&XNlH7sLM1>t77<#q?hc`(5LIF~oa3KV;)eGrrs%gp>^*OoUb4~Q$KvJnZ8pO><{HZ81h+^*R-};gBN}e|{?#>p%W{=s>hHNuq>%VT7RJN)<(X+PBB}2q&_9f~(}#cUWS_nm z{DF~#zl0(F;(8gT=PN}soR*k126@2zINyvZyS-~a1cSXG{WJ1&MjrosU5@UXi)Ivc zoj$-Y0_K-If5R~78_rMdkpJL%3Crzf1=eW*~m+c=h`osa0{Mq!trKpn;O?lRN zfA?|!I_pR9H}&8Na9b=sFA2kZxIZEc`E^f;z7dA}Nbfxw+-M}7D-V07N#Ek!F0r!Iu`=*b4Gc=_R@)uk`VUTCbcDBFs-Fd5I z(!2h=ezS03>g8ig!g%~z7}@?)3_Q)VkLF+a?eRg4>f_*lP(Fm=ya2~v`3uq@!H(VN4o;Kzh9EHsZVM3Z;&7I!!LSc zgv+AVV9&^Zzl=FAJf^MY{>?A@Wzd9JxBuGTuCA)O<`4W$mdM+W@OC=?V%UZDYlOKy z5r%pOu9q;-NAxt=Ej^^R8T>7_FIAtUn3}th+t*T`$h94-{Xbu}9`Td4v-PY{S$d$rCx@R$ ztQgTIw1=q!)KAcU2*dpcoPUM;Hy4{WqvYZk_8gGWrTboxFVer_qFd#Ov;mNRVSFGA z`r5KRh4@A7uz$qyS6cVVJ>+_jz0XCo(qZ!&!NMNw4e41qug$%IqjW&uP`?Pn|65?L z4=b1UzqP%1D&HTiTv4(|=jlk;A7TEBjoMINIe` z-UhHIjL)mIa*|W*mHGIDVgHZxu39v_=5UYC(2n%2D%D$}IsOmSuLxh>c|Ba}H9vn` zg_ySo>Q#rGTD%YRrH@4a88)W+5@EOxfc}QHv-2au@IDiqk1(tc?T6u7;(ws`zO1%u z)L=e$oR2U&FQ#_*Kju>mv-=+mv;2gO$LghlslCU|d;1pnhw@&1#&}p!;vCQqyx+<& zz3)^MWMG**ZD1dWCm271Y`%mmFZc!j?B6 z{vxRG>DZFPkx<{E_H%L5yz<1~S7?F3zL9^yMjIZSdYuFH(bbam5C(resRee!`^_TO zpRJED)He+N?GMjSp*~SNxnz;r9yXrumCWGLV*iZ(DdNDU^RLb~ z^Z6t0hSaZLt`FxK$dC2Cw7(yp{sZh0>uKxrQ*PVW$8-Bypa1sj=DE#$zp`PxQ^3U4 z|J@(kFeBWq?1iCXI~s4psV}eo4!H*V6P%wg%#ZmFVURbQJr1@>p^}-CR!!m>(&JOJJkQk(xJzCqA782YQkIC^gHm-R=~FexSZbjXxe{d^!)}y^F+N2}3=B z+T&to1ecirKM_awxZX{{Fdv@(BHVM-vZ~YNeE#TFFc2uml+V*Dj6wND!LmElaOC;#>bewVkvI#Ln;Vt7B(_@qPtiS(fj`Y3Eqim@NW* zMES?*MJCJ(wqoz=6vg#+RGqlT6wXs|y@dIGhcL(w>De@{A<{;52jm|p&rJm{-y2Rn z2jgQtM;P|U*gt-Dzscj=9pHW->Jwo&uch{Id9!tQUIRU7fANU9{%m&r?)3DrHKJJ#KY_jRH^CA>EF^5{Jk)`RpU)NapQ+&vxk57eJ9I}c~= ztiHZQcdFiv?YgjEL38T#6@eqt-&2hz(hJFjP$<|GT4}|9_cfC`{PbMaO%2-d|4GJ&pImzUl*=#4>Adf_<4&Mo$RENGe^5S2 z=YF*ts1yqE7xk4e#9z#}2=jQmRlSo%*=0Ar|J$ln;`Qf;CHOOx$JWQ!8)O5kVSPA$ zvRWtgEx(Sy|4~1aXZ~*fT5=im3F~9Yp~Ds!XK90f43XF?!}lnkA`JWc7X3j#uzo`A zQ2#-HK^XE?Trb0H|4bO_RVa_-%*Ot|i=1FThV-R88hdJmYiBq=K>AZVxu`C@H5BTn zg!THgf3MY>?~hXTf(kcWPUZeM)ywzRo2laOed2hjF_TXZofq2bi=fqyvuwh^5N?epKp>*?F3U2t+LY~b-CO{y_{1#JBsY5cS`_S4m6?f8AlwEczm zUXQz>IG5JX@I=y&v?txZZBY&aej|Sf!+iJ~Jck zNzZ99-2Z0XewP{lER@?1VW1c7dxyJ!xkXPA?B6k7>^QnuxRLsa`;(o{-Z8xrFMz(_ ze1v(tAZS;P?!`CwMLQ;Z(RTG@B+=9M^)5Wy=V8GsxMxX7jyr( zXK~KKhl`c~Mtb*zT`%kwHV%{->D#kK-r3~+Iq=`eZ-(E|e1!S^w!L;CvlM&&cfV(E z=zJ63$UTY=DF59X9`SkGWp#Ld5#t5J>^yMas=9`r%krR}ivDBY_iUqz$}PZu+)oo$ zW%ILkdVi=WXKdM|qVL`Lem3WToMXi5D9|tTpM-&5Xg~Y4ttVAA_W+Fh55n^7KInee zn|rz!oQC`{SR!x2@O}aF7MPwl7qR{swuf3jaAm1bWV4^~Y@E$y$KJaGQS%V`spdXkYVxl)sC$fd5#(APmnd<9>%Q#3Q7SFqcn$P5Gg)Yx}_;I7|3P z81%7c3rydi6dh{iRnzZo0^}?6CGCV^JnT;x-uH+6B@E-^{_>Dj_YNBpmV-W^ybtY- z(fh3$0vPkDL-}EAWGD28`}WBHLk%-_JDsiL_sa@oZcRV-*o?maNlQ4Ww z1J_q@%zsDl?xT>uqPz=LzP>)<=nwqD{)Ckq{;&NW?LS$6?f=89-pksV{S^9C)&@!i z!hJHNuh74KOsDO0K>p~j2}6E{^c_~Q-EhV4CFk$qjtkd{R<;6p;r|Kq``m|PPG2nz z%7%7tiTnwJzF@tZFywd0U)IjfR|&)WK2X08AG$l+>|qG(NBc^~E7Ck7r+iTrX=6Cj_%cv9T6dD~{4esEra`c&LEB%@AeBEPRqnCoBh#ND?- zC$s|pgYy>`b@mJTB#y7RzT%6?IwN0bfPNu8#eetL_GlLj^2hcPWy^sHQ#QkV*j_TR zTXSTCxIT>I5$5?vNz_%Zm}9FTp5b~*@@(Jd>L2I+v*elave)Vl`TgTk+g+BO4f?@& zaT5L#hVgK}N*MBO)PL4a?_Uv>PMY6kg~c(rpMm@-UGi|pj85TjzXthJdcibz%=uPO zFGPAvEA@4cpA~=a7URKDBURP^adq8sJ%8W7r9DV0p&|{Gh!QF#G76>NJ5gmSM+|16h$;pr15E>tjPME_xqfCzxuuZdp_xs3Z^TzE+>X3Eum$2B2XOw^)TWnN zJk#g$zSb|q>%^1=K!VekhyAHs0HjpH%Q&Ihh#9b3Kk>>}`Y z$e(L}T?ePwE&+Owe+;wl9SQUJ^|~`WUNAa?>*o!X#TVZ``32{>=x+&wKAMQ-Lm2E0 z^@A|a2eA4qUw%_Zwr=MxV}9O6nDgUi?o8X_;toJR`kPx8OR^%nx4`^yy(0|k4aSFr z;eH|V_tv(&r+xL#!~PBVbL+;|*sqCRkZ;EGbHX5hY;Kp(LDw(-}5172G4ecEHL-&D^1!R@%$K_6=6VSL& zp?AFZ* z_>26xb4_m5slL8Ef6Xw{AHvW-+Do>n#&-Mn7hu1M<7JOtGv3A83*?XVWP9{z%bb}Z z#m@J#W0#Jqo}vo*6&x>n-?}08`(1&5D39y|p)-?$lKFl*JLT4z`}f}Q@$Rm)Iq4rh z1J2`d{CmcNi{3v(_nUD(_o6(O)M(4X`i0})YcvS`=)vEo&dG5->{U}&!}IkylXb2~ z-`0cwo5k^S7D#TpQW^^U!FZW4@CWUMFr24h|2f;_{(gJEPNgr+Cui@|K~p}Z@$V~g z;=hbM=XqRp81*l(n0!3@`WpFDgoPuWzZh>H$M5SC=KF*DvPoUSGq1yV=zs1jPm1|l z-3{o$@$avzlZZ%O0Pz!^uMh@%#`uF__C3@6*4-_Fz5%$BiABB{r1qO zJf6*UAMvF}WIyO1^^Y*vXFCk*0n)?DS^hEi{JkmWDVnf8WB(5Z?fG(V-aN=3pu8S< z7&@k^&w%mqem!BJpXzVxxaezC9@rzs8xIh3dwXzTSo71xEqwiYaCeO3>t4>V{@RHB z&x4|FR_U3G|5yHcuwwu9EpXmI{S($8{7`PPebCOc{Cw+SNXx1H#v$@9G+&0jiN6nT z*N)HJDO!(Ee;(#NZE|t`4EGHQmxtAxEfRf?h5UKgGTL!^ts|^&$iF=Kewj05{eT}R zue_l*(mq^o0R0;(rk^nAL$7vt9_b@1ZzO-07cyjRirF-fk3QB%4ElolOy#g1q5KK+ z^@Cw{Uy1dnPyAt+ov-I5dVFvDlK}f`oL}AB zU2%fPuaC+Ta=n@^fPY4N&hOFCJ1^%RUmpm=eh&GQZ|mpab$%!42lAJ&{8Jh)|Ax*< zxr2lGebNHiw+R|i5s>}C_65B^{kiQa`aT2gsbJo9pZCk;*n6ruk2{oW?M)Z`p9AXW zW51Wp8^0{!-|IXM+E%0!_YL~T`93aR>e6zy4BlJE^@lLrXQB33F2(ZqPX^B#C#xcQ zj{wJi5}D9*R)poQ{Eb3gz)E z!@tkOy~R-fi?}^u&_|pf!|cAnvudx?X&no}-y^?^HNs{&-7AFs?M!j|V&_$zbC(oC zz7y9AhRbO_#Rs#p^=C%FeRP~(@lo}HWZz8SKjEt$IuEAl!+MD8e=%a<2kJ9nc>f32 ze^%~J`tn>NQ>sz+Fz^TIf4;eU+=N4tAWz)SKHqF(thH4E)>DkH2t&Mx@!s>FGRw&2*2=jP@ zungM|5eE6AJ(XlteO1gG$m8RZ>=_HkPVWl$&yb%bcW;JnUt9?JQe5v#3OzO*nL7>6 zhme1Sxqg(CPRyzNnZ(amO7(ZWjG8zQ{58@~7{*6^APn>(J*9?^JR?Rg<@#4@KfIs* zm~x&kE?s*|LEil=mtSejrGc5&!<3ejJW5k-jIR!P1NMgdX~LYJWeI_gJkP}N^@cFy z8_@n4X5S~2Rc7ATlKJ)@bDtP4^*MlIi!P@EcA!tS9thsaWA|I{6zj%_#UzgvhL3JR}~9Bv<~d3 z1paH7*q#`6Cw(Fe{ub9uR_;RlVwk;W#Ol-gw>cHjKeD^5pUmZ5xo2p$g&5`rSBKjTESkh{k!}(z7iv*L;Qo|SNrBA7}Oqsa^zQa z!0mSfZh1j|8uhr^*`iA_kv$v~gwJ?Qz0`^xI z++&cpzYn}WNaY!&rZOGQ^Yx)FPwUX*7h@nlhxGk-T)Xq$4}Fw$NFIdYJw9w-uUD-z zFdzrwTjWRmywc$XKJMTT2*1=aNKy9W^QlJ+>kIO`VZ;vOuz+h&j{4Bxp0UT{_Z^j0 ztUNV)L2ai6Ko8Z=I@>jTjRCjE#+T}o&NN&AdomWwi!jI!?X$5)di+J@bD$5{zOnv% zWPM&H*eBwq4X-?wZCs!bO!`Aug1wja{zj@_LGM{WAJ%_=)6QwLR37Ln(#tS=U*m(C z^0wPUMBo1)|2`Oue7O4i2elEBW@7pXL%iLt9Q3^%hWHJ~WAz#RA0~VC-f%G<_8U|l zw13wv!>?c;gpmZ+v@^9YoJT`0Q9-a?s@l$)$vg$S5 z_d@=)#MN}zyz2s&M@x=mxYfQYh&ORQpVS_{Jbr5`=l`cJFXAk>e207q#=Du;92M_j)}ps(&YKH-m)fBcLX?)zfA^LgRKR@LK&;l2sZ|8s;SO0q4 z7wE}B){-OUR4Eqf#SDHQUc=k((x3Irf#IQd^dRvtZ zs}3I#^^g2&^|_=amtP6%8R00^fu~*Ffgc#}x1LD+{2*ge2PcwW>-{@Rn^taz{SWew zFnnJ`<3CUzFkN~r#HTpkcTdx(n0s%4KBSj0#9LVZd%WhpQO8Wd-=V$!SXfo@yy88` z7xm@G9;?Aq(nasdWBVVE25HRKHRAJSnEr1n=f}&V9iI;{f%dq55{CQmNDsrzUlQi= z>W^B_rs}nBaQ_wK@ivK9Ehiek0zXk6ZMM7LO!@Gf$ESorp2$DKuwEhkZ7U*7PG^7S z`Lwoloz;5ZoI##c{{B$#sddTlz6R<;8{ru=-p_suTlcEHQ+Y=6_-S>yhsvU7kZ;2I z{Iu&^wLkhnV3V0kYiSl`6)4#N=di|J*U z-Ir&WeIFr^j4P2S$!b)i`^N&wl*!A=kK6+L63bs8S+25n<#EyfZ;1210?FF^1M5ew zh4@&kuL7xv&01qNE>ouOI|Wjy-kwq4KZ3o8=Od7M^TK)d*ko8AkRGWIE`$FJo6G!> zKw4Jf+w{eXpg&kHy=!TS%4=W9{}FyOrt)3FP>Aml%jg8fJP)pf`&`(+%*pvt0ei4>L1@}9HzG1msPm{;jqBJ4i^A`CZ0bv*)hZy2-@qUqE;CDL=^rJkfKIjwnC+}*n zexOive^Pv&B_Pb!TY>zk6(b!6_mPVselUEU<|}{6CN^!XXg`GX%hxn^ax7Md`5-^! z|GSm(Jt_|9$8rVzbB~*ndc*%$qy8xLFDmFDI|}k4$Zv(6mVx(Q)Np<(l+OL4I_Ck{ zyVySn6o)-K7XHf^F!o27`G0}piR2+F&yK=)IKE4`2~i---_c;hT%LFAv>5(5j@-n=yLH!e+ z%Ete$)2x!20P!2jN7YX=HD}luuHUL3ln>WkSq1k;#p{tkwe_o}@j(xeS34||NBvW| z9G#D``jCG{{ZaGilsK%99mH4IzT-;er>m!kjDqhP;>{AHN(+pHYqjq|5+cz>-O27N?%bjp47 z^Fe=0ut%h~)5E?A&o=i5e?|D&?B*Zq(&2kA@%ky~gc$4z^_?(VZv>tGTfako^#w{g7AD@SJ~ zM<+wPgZv{5=euanT^!zL^?a-k`%jb)VR$be+iRY-%Us>D5aKJWulX)3{Y;P=yRR$I z(lf7eeYFJE50t;w#IObJt;;EEIh| zf%EAq)O@^KVKX1E>!18fd8>tN|1V&e@|OagZW5784ElgQBY$-4dNjN)l!5gM*8`oK z8~R<4y$SIz(npy4Z=Fx`;{Ke-0)0k$x^>yOx$C-P5MLnu-NG!rC-}cRT>rYK|L%Y3rz-5Hu)c2Rvf+B?dx8JN{&fxVqe_I^A>V`a=$=pA zGHBro*sq}d5QhC5&PQ+1;W57#iq5YITT7pKx9|vHv@boxEI%b+n9e&mrth@`dW$?( zTxoiwl1}!lmnKt`;qw;wgZ8iYW?#g|kK?#~>opdKW-s~${tV|s7}g8aSN&O|cPs5# z1M#qU|0-a39`S=P*bB~=FprN|eLA0J?IGWe{GxL9|2?c6&I6I&oApZ%2 zy&yJ_FV;T#T=d=z^2=astjwd%(?CC{Jjg^N*MHR%H?|BU`MjLuS zz5?~F_uA!W?SBTb`+kDn>rK3)CVmEe!SM{oeJk4VVfeS!ZfT66j5Mc7{;KN;Rl?HQ);83YW| zeM^Cnc38~n8OcB&+B0F*AmRsM;6L)mXiU%!U0r^DB`}(GtWWNQJh)GR{4q)~uKzIW z3hcKqej*I~r1n@2`qK{c_>k%Yf3ZK~ZMSY|DaWz%dV%p}#e}kjTY(<*2ZVusls{qF zw`8v-asz_{RQGdxF)=ye)YVH3{4=gMCQcDv_M>9qd=Kd{nffGOJ6;3sFB6_S?t$=m z1>3(0Ob~-TB7KB`9>V+9q`k|o<^Hvg!N}Wo4d$>OB7J?**L2s}wH?+&j0gH^ueO~N z)|ut+1%3A}wdyqf0LT;Vy>H&QgME6x=Iak(PJcg5nNi6W`@p`%`3V7GrIj>Zzg7KL zFFU0v8B6}JU(C*Iz4^OY{!h^F94zrdeM;T@CRM(#x;`(QDcea_Fbj zVEF$DYX3uX=gz1y;1}wr+0N021}P4Q{*a$$Hyiu6$GLjpiD)u>U6&^bc8bZosP%y(%ue2mVm~ ziXeOQa)0O#=R45$zPql2=>IEB#OniLpkJJC6fjKp9~cIHU_3q0)uw6spCDKtP@e|Q zD(N?B++x1|4*b@%X7WdW_`ecdZ!HpzjkhgNtQSbXMb%U1qCN>ce=(@LapuE0 zyW|XsAA@>+-F?aWx$JYA&mf-&HDkSPpuadiVemi5zd=XzN*r`EVE#D%pz1|7=d}jH zejnFc!myu5elWb9_5V4@w`%bli1&QO{26R?%{d_N0;hNIu+=YeC#u5x#%M2t=bQ|g z7@Y?G!Wio#2K&JMD3wDzh5Eqo^!6C?ofuECa!;BMVV+MIyye8{7snn#e24QLynm){ z97cGU2FO>Q2SSKUW4nK)$`5+yn{!u^D=?epXcB1J(&po>5KVAnBDhe<=j89 za^_#)zf}*{F3y2?5$8jg@29QfR7QGiod)qX+LLwG>3(0`OaVW1!FfiT!lI}Gs-`io(C)m;-~ zHi154`{9L;A03JHx&biKZ`Wgm zuzBAGxk;?t?Bl&7b8>jRX_w@meCUxX&tKXd`So<*xB<}KR!k3JcwedKznHI=c4hWj z7Yt4)=+b;f47J~Lx9JJI_m2As!m7VWo`m6i3FSB9p!5A#-}^v*4(DS(eaY6%Q(Hh^ z+hLF=+K+v5nqW>Ese6qCv@ZjZ~U-pQB|L6}1|F3&c6i? z9S(o(Q4t0FMR_?W+wJjnoCf`)e{j&tHyqwc1^icEF+UuBmj891QVRJ3l;=ok9X-#m zT*yZueIrfPdPI*D@bz$H+M+%SAM11d99i9^C~5Ol*ngqC9IZFxn&@qY{|`d`Iab&z zzS^G!^1}Wd|Gw~go<0TId-yQY9}RJ-$rs_P1p`J|BJ0FsXN5G1xEqZ^FP2q<8dZ|9Yo< zeLla@f2RBPxX_vBJDj%7=sh6G2=oQ%ak_CvV#kfHpxwR2{39%@Pv-%IAwP-xcfxR= z0{O|x>3a2Y@7xNe%> zd>;QgpY{t9=y|~Y4f#DG-9&oOc5q3W4OF0IWJUOs@av(L->E?cXzk0_e_EFZM1jSIop@0 zx7qXgx@J7Oyv?Bv&U0}*H+x&-jrmzTzH^&4LOMEf2lxlvj}qqg?Ka=;3u{J z5 zfc#OOlUqI0`7L7}i6Kmpq2{^4VPB1Mv^`?-8?G@TgK`t30Nf1QApr<1-B zmfc1Ei!ir8ubQ{B2aE;5$UdpkT2r#6vhg-?XsPvnIE|_XlWy z)BHyye>wUG=)-ct5bt1n!aQD_wq#!Z>UEPKUc>r+-d}HjbL$5AEUeEkTMzs;A1~H7 z(gA*B{Nk58sAc3!Nw80h&j`c%iTv_=eyMiQnjR2u;CyGusF%;Z76SQu!ef5iw+WsA z_K5mD!{cIlpRNlbKF0B91Qcj2lo$OU0P6RQ^_SOv-0sT#!Hkr5+g}=6(88oVtGKnV&B-R zYw{-<9^{=dU}(C$I_+ly5cBmSV42IfWZ6Ji@6jI<=KN>nbYD@x${BwHVumL+4|WB6 zruONtdZ#QGoe$vr0zQ^X)?LH>f`|yY_!Q;rb}>m&lKq=A*wU#>4x;3@2uJ=EsTte~8L!Z-rMD?ST0s zy)(b;7hy%ud}+je!ntN6t5%wvqG}=tj+O|tE2X_66;qMyJW)t9{D}1cyw&z zWJ8Fr5YHaIb@^gJv_fBMKc{2AlE)RcJpPyylJqusR2b+luD^sqzs2{P1gxCC2N29@ z(M&L1J{#I2zX(G-f%72@-v<+J+qJ%vX9M_8!hauH97@;;>o?A4Zq)FrHIL#!Ke2pn z%m<`dMjZL`+d72Fr{+=-SU+gc$_tX9I5s!I1y3i&0vh@0U@Ln&@XJL!a9g8WCW!U-Aq8@H_ zWA1HX?_CHMjZy5E88`#xBYq!wHaPZ*(6Y!_hzV^IFkAqv-`$vM%k999I z2d2XR5g|Va!~IvRzj(6j)4&wb_j!Z`K1SO2y90kK#qwDE#UuDjpOc_pXrD`x)MQij zHDEl%VJow9a)*fi&l%eUtK$9%Lw+>09iETxbqZMdF?@f5 zVOXzv|63pYHOhnP!+L`LgN^r|))R*7$$t|D{YHI_9F^~Wbm0l07tj9)v;Qj*5a#P4 z!|XgZa?{4K31*#ne6(s!^5>%iR&f5TmY2D;Nj5^!-nzojWE!U~={Ra8Rhs%H3Lwl^hL4UgYkZqp8k0s*yGMq0l<6jK%4d$<@9Oi@kX7!yJ zwo>>|GtmIbar_N=zyIj>@B{hKc!=fMeZLLQ16+!=4nV#g^RXK$?j6n368&E&o=0qy z(0*^V{3rM;ygx}8_E#8B5$5_tn8&x9x|r;Z^S`I~iRQm4a8LTx$Q6q0d}`Cy5k^Hv zSHOKkq;FHTe!}+`W{_V(f3kVps|ilki=jU(-`t#DrD%PM&o64{XOm4f0sKD97NZ3- zH|<;xWGk)H>Wl85twYL^?ecJNi#onVWE|3qv`E6DC zaj?^fR>}Ls->r`RT?^-2hx{w*Ghr_8Xp0(W^=0RI{2%R7U^ZjKLC`Ne&ms)_PmB); zL%f0X5$5y~?l6kRXZ6|rrRd0p(k^>;NIfNg&M=E7qwl7CD64nn_8Fb4+&}5qHkl*D z-{|i(8wd9M2K3()>lLVc-Yyk1)TV%F3DjZQB~#pwZF-?Xkb@;fi&?L-XMOIM5!qpG+5a zmmLM`3(~j!(dB5VhI2AgDV~Zk`IMCNP>S!*VjPotxS!|=^TqZt)0NdPSBwXLgY%6M zG%Jm5;NR~GV(JIC9a)(U`hoE-VQ7!@B@FpW)K|hhU%bQ0`?2On4<)uA-r-ce!eihp zo)6x!&1CkQZEtygW=H1o`?-G-Kp(Kb9nbw#{rf#s=}-ExjI9^2K;1cA(zVU&qXWpHz-m&WQL;<#J|3Kf{`|pC!!ok(H~{_=F)IM13X9?LW@Z z?nOtxk?{Q}`scW*j+;NvdkOhK)c?3!)_n{mi^0Ay{)l@KxYDElc6fgiGtEJ0iSw3*Dx3yf~$THv$%5!hj_ZOKBaKAHzpyF-=Zl&gHbOEjA1$bk|fPOnjef;l_&luxwP#JZmHq>fuwyg9Y?j?P+<8DhWnBJ zCEcvKZv40izK=%!?dui(>%M*~_y7A0udFM3KLX+@s-_1Cg4l3qmb{wEhVWyod2{tWGtVR{c;Kp6JNIKTbh_v%JZ918Z0`@j7^ z)2pB8)xrK8LNIQ!TF^; zob8~#Esgu{L#l?g+g=WU^B1gtXiIc;Lvk;;&w%w0#aFKUFUOLv=Z8{iYl?0}fd1lm zhxLo(%NG@ad{I9R@2N^39$f|YiTX^K-K}Bu0nQgNKSdby7uyq7Fe7>igFiv~ zS$%i1Uxw*>H9=~iqWik#=RkjuAF1>G7c3pyET=^Jkh)^psX3Jbh));H4Cf8iVOM;PA|=I0>{)Ax*mW5e2H`tP3!`iK5Ky-(ixi(Y!{|AGYR zORwM3xnK(C2gvXA6}^%s&eP!ME$MqT-q!_I^YeoA^NnYG%Lc=K8}pS6(|b$;!r+gP ze!{RnM*m3|^b!3x!x_ZC6DGy3!|OcxdB%yz$2kK+Jb+)w{}X$DzP%S&1M3I2KdEX~ zr>0m8=gm03liI6>wC;PvXB_{O^`Vmo;(r4DXm5o1_Xez--X9U1nwMoXannXle`dxv zySNSYYPQs0=IMxvNpgQdUyy&9g=ts%Sl)fLl>a(gbp7#Gxm7%VAy$;Rx)sP1`F-)DrRqnsCWz+| zUy>ekqCRXN@E7ytgh8Ls9}xzAq5LoPzx=A}$0>Y$y5u+c^qB=;VSJ?jQl)A^hl^EQ zzc2S+u9-QY7WzZ~aCyg}MHh}1gFYesmmjHFI#wBSeqI@uaiw#XH zyc+8hlf>h%YZZlW+NvLc{a}CB*T2>sJn|#ZOZf1g>!CXx;CmFp_tTz9*DizdA!2`f z9WmTjLw#nL-a``*26?n=&+~VzoaMtAX8F4t0S}HxU8v^sB@FyQeZ4X7sejXmHdt?v z|Acvdl$D=h^}~`2UB2z&@zRZT`3s{z8}Rk&#(^WUPiAyx|DPbZ@t;$PQr&uJjr8C6 z=#`uk|DL^1Ct#SZM>pDz*$-9k2>OEb-IO}o;YY|&;1BBSO`}T1rqpM!exSbH+&x=4 z;OQ=iH>mzuyDA&&L419=Sr9lV`P^HGS5TgWxjo&iQSV^;MU-De`UrD*-m;GqrdWyg zpI5~4V)&UvSUa4I|34>St3mM zeE)o_eE!?pPRZ~-3i9K2UVq`H^?~qS3(ohB`q9W=IZ2QoF%Z*x$3{=PAW!svY&hRL z)AMI6S-cJ6b!>kpYSg(M6|ww2DW|9V{ZLlFH?6PP zQwQ!;{@@S#gZ__Ub{@kpJKxGK-gI~Hg|(o6$lvUy?g46-ME_5X{v@Z_Wy%VZ z{N(BXCIy6HJY0WR`F`?Ogt>fk7oQC^nAlski1q)h_H=$xGwe^X{|5mQb@DR@bAR|y zBV1^^@E71f$`KsKYjhgD~rJ%kY2)keR{a7LrTHCD(?UChJV#L(WC?MB+8dC z+}FbX33LC=FpIzP9F*&Sei7ZTq4wcsG0PGbfWJh2$Sa@eZ8>Qo#Iv{`X4t2FIm`#! zKk5+}|Kzd<%opPw!eDPGuSZUvORFPOfPZMe`P(b}B9FL%ec^lwL%tOI%g?Emoqs=o zpT`s!c)y%gDh=nAregn65TB)*1Q^*baXb%59d?x>BYo5 z!zy8ai~fKxx5vlc<_>9r5}=Pr@8g+Dh8oQ-V81iP{SyZIF&{^m$A6EvmO1pEtpffR z`TzLy+~?j*|Z^x*4i>PR|hJP3;kb{vy3a zxq9{6oeZHp=8K-&V#*R`xkqk zFE*L*Oo@H(UE;DKRkC#}_$Q=?FnkY->sQI7nrq`PXu$pf=_%P7b?md%444o0S903H z$>siA)%lY9#r!7>_P5|)4Dy`zF9v^r=Lb|D^cneCdZ5Xo-`&x0{)hb&=KhA^XG9NS zF0az2vpaT8Du?$JklwN(DPDJ@OF>?E9$w~mhY?d+i53 zSa25Pf%)t*!bQZ7a)*h+l%wb1eN&7V3G;kOx$Cb>7cAT0d>Hk&+<(7RUZ;24)NB(3_JilCgyFms$9sKx%eIWP88ANbn=p^BD)e9c zdbN5yw8!h5orxwdcl;X>Ia9 z$$l!eCfJ&;?hNZM@~?8qws(sQzk|NweBP*hzbGjX`D^6Yo5&ZAsmeh-9(}XHwy9&H z0qpmX{x^j#TbG?Z4gA9W@!L^HS8GV;0)P67^^GvlZ}KmO`5OL1cd?D8ZH^0SyPW|-ZFBh2%i)zTlPyse!8^F@7N zIGyyHurfRUCJg*T|HbMvf57TD68(gMzbL=zq7EUl2iib?Q9o)7S7!%NjqLx# z1hsoyCdc%2pN zf4%9PYOv`2E0j-t%V71AJEHTq@nU{5%)XB#4DE5fX^>Z**8f;zx$r{=G4w#JQ~h6}Zoc<27}EI%npm zaxRaiWnozxex(5asJ!HYiB?D)_-o{MQ|%O;10f~cf4}eEac{>oWq98X>%Xs=wPf^g zdDwp<|37#s9_&5fF6@8Ne|+%yQGM#rUf2(zd_TneSzyxVCC`_BT<7nd(W_DJ zV^9O@A=*=mcg%>@FV+FZ_AOTxS{*-3F3P1-LI~M{t$oeZEKRNatijJxLy&4coh3* z<;-7v4zhA<%@xJVsIOnNi`8q^JpuoW<9%^FyT@v12%j%u&|jSYmx#HJ<*P3Ne^5SO zA`Mgy1(kz+ApUBkIlSVU9^~r?ZyNB@WWfSBuSWm(6*2#w>uXY*neICoKK|FUDw=Bb zyPu7MZ4d*XmZm&Pw7X6(n^@9Dsi-2Kv z-?Poq?_!(Z9`KjQ&oSDcyu48xqtq9^~E6RzmD={#IL_MhLm^fq6Yed@esqz9{*Ox zS}bbwVe6kzLTmkhM+UnBKg9eON*JV_54iJEk@lNHiGYrtp{rIwd?22WP$KQQb87f3 zh@ZszER>Y?e4H{VhOGxeDH$&xg{^AxMVSBRI0yBK<67jWP-^(N{|+p;!}9q;sTJ!C zMn;J4bBX-}$F#l*rJ@6`eqCAu{KE02;+GpXoqVXUoamD}82Y$)x~*zZdkp&{vHb|8 zj=nKlAG!(l$L%oqE5y=aPp9OUHA4PSEFYotjy^jizALhPuTXm5sqfj!vq9g)@e;%E zJ}B0gx!HMpTdxY$H|RfvGQY!{wHI86e7ab_gdIAm+@Akw75E3Se`1*B$Aul{xK