From 32da75486bbfbcb7feb98b032dcf05e54e6f745d Mon Sep 17 00:00:00 2001 From: thomwolf Date: Fri, 21 Jun 2019 11:09:51 +0200 Subject: [PATCH] add tokenizer and tests --- pytorch_pretrained_bert/__init__.py | 4 +- pytorch_pretrained_bert/modeling_xlnet.py | 10 +- .../modeling_xlnet_utilities.py | 111 ++++++++ pytorch_pretrained_bert/tokenization_xlnet.py | 254 ++++++++++++++++++ requirements.txt | 4 +- samples/test_sentencepiece.model | Bin 0 -> 253154 bytes setup.py | 3 +- tests/modeling_xlnet_test.py | 90 ++++--- tests/tokenization_test.py | 2 +- tests/tokenization_transfo_xl_test.py | 2 +- tests/tokenization_xlnet_test.py | 88 ++++++ 11 files changed, 511 insertions(+), 57 deletions(-) create mode 100644 pytorch_pretrained_bert/modeling_xlnet_utilities.py create mode 100644 samples/test_sentencepiece.model create mode 100644 tests/tokenization_xlnet_test.py diff --git a/pytorch_pretrained_bert/__init__.py b/pytorch_pretrained_bert/__init__.py index ded1f7093bb..7be5031d0eb 100644 --- a/pytorch_pretrained_bert/__init__.py +++ b/pytorch_pretrained_bert/__init__.py @@ -3,6 +3,7 @@ from .tokenization import BertTokenizer, BasicTokenizer, WordpieceTokenizer from .tokenization_openai import OpenAIGPTTokenizer from .tokenization_transfo_xl import (TransfoXLTokenizer, TransfoXLCorpus) from .tokenization_gpt2 import GPT2Tokenizer +from .tokenization_xlnet import XLNetTokenizer from .modeling import (BertConfig, BertModel, BertForPreTraining, BertForMaskedLM, BertForNextSentencePrediction, @@ -24,4 +25,5 @@ from .modeling_xlnet import (XLNetBaseConfig, XLNetConfig, XLNetRunConfig, from .optimization import BertAdam from .optimization_openai import OpenAIAdam -from .file_utils import PYTORCH_PRETRAINED_BERT_CACHE, cached_path, WEIGHTS_NAME, CONFIG_NAME +from .file_utils import (PYTORCH_PRETRAINED_BERT_CACHE, cached_path, + WEIGHTS_NAME, CONFIG_NAME) diff --git a/pytorch_pretrained_bert/modeling_xlnet.py b/pytorch_pretrained_bert/modeling_xlnet.py index 39a2d95a4fa..08b193acfdd 100644 --- a/pytorch_pretrained_bert/modeling_xlnet.py +++ b/pytorch_pretrained_bert/modeling_xlnet.py @@ -1034,14 +1034,6 @@ class XLNetLMHeadModel(XLNetPreTrainedModel): Only used during pretraining for two-stream attention. Set to None during finetuning. - mem_len: int, the number of tokens to cache. - reuse_len: int, the number of tokens in the currect batch to be cached - and reused in the future. - bi_data: bool, whether to use bidirectional input pipeline. - Usually set to True during pretraining and False during finetuning. - clamp_len: int, clamp all relative distances larger than clamp_len. - -1 means no clamping. - same_length: bool, whether to use the same attention length for each token. summary_type: str, "last", "first", "mean", or "attn". The method to pool the input to get a vector representation. """ @@ -1068,4 +1060,4 @@ class XLNetLMHeadModel(XLNetPreTrainedModel): # encoded_layers = encoded_layers[-1] # if self.output_attentions: # return all_attentions, encoded_layers, pooled_output - return output, new_mems + return logits, new_mems diff --git a/pytorch_pretrained_bert/modeling_xlnet_utilities.py b/pytorch_pretrained_bert/modeling_xlnet_utilities.py new file mode 100644 index 00000000000..e2611b7a41e --- /dev/null +++ b/pytorch_pretrained_bert/modeling_xlnet_utilities.py @@ -0,0 +1,111 @@ +# coding=utf-8 +# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team. +# Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +""" Utilities for PyTorch XLNet model. +""" + +from collections import defaultdict + +import numpy as np + +import torch +import torch.nn as nn +import torch.nn.functional as F + +special_symbols = { + "" : 0, + "" : 1, + "" : 2, + "" : 3, + "" : 4, + "" : 5, + "" : 6, + "" : 7, + "" : 8, +} + +VOCAB_SIZE = 32000 +UNK_ID = special_symbols[""] +CLS_ID = special_symbols[""] +SEP_ID = special_symbols[""] +MASK_ID = special_symbols[""] +EOD_ID = special_symbols[""] + + +def permutation_mask(inputs, targets, is_masked, perm_size, seq_len): + """ + Sample a permutation of the factorization order, and create an + attention mask accordingly. + Args: + inputs: int64 Tensor in shape [seq_len], input ids. + targets: int64 Tensor in shape [seq_len], target ids. + is_masked: bool Tensor in shape [seq_len]. True means being selected + for partial prediction. + perm_size: the length of longest permutation. Could be set to be reuse_len. + Should not be larger than reuse_len or there will be data leaks. + seq_len: int, sequence length. + """ + + # Generate permutation indices + index = np.arange(10) + index = np.transpose(np.reshape(index, [-1, perm_size])) + index = np.random.shuffle(index) + index = np.reshape(np.transpose(index), [-1]) + + # `perm_mask` and `target_mask` + # non-functional tokens + non_func_tokens = tf.logical_not(tf.logical_or( + tf.equal(inputs, SEP_ID), + tf.equal(inputs, CLS_ID))) + + non_mask_tokens = tf.logical_and(tf.logical_not(is_masked), non_func_tokens) + masked_or_func_tokens = tf.logical_not(non_mask_tokens) + + # Set the permutation indices of non-masked (& non-funcional) tokens to the + # smallest index (-1): + # (1) they can be seen by all other positions + # (2) they cannot see masked positions, so there won"t be information leak + smallest_index = -tf.ones([seq_len], dtype=tf.int64) + rev_index = tf.where(non_mask_tokens, smallest_index, index) + + # Create `target_mask`: non-funcional and maksed tokens + # 1: use mask as input and have loss + # 0: use token (or [SEP], [CLS]) as input and do not have loss + target_tokens = tf.logical_and(masked_or_func_tokens, non_func_tokens) + target_mask = tf.cast(target_tokens, tf.float32) + + # Create `perm_mask` + # `target_tokens` cannot see themselves + self_rev_index = tf.where(target_tokens, rev_index, rev_index + 1) + + # 1: cannot attend if i <= j and j is not non-masked (masked_or_func_tokens) + # 0: can attend if i > j or j is non-masked + perm_mask = tf.logical_and( + self_rev_index[:, None] <= rev_index[None, :], + masked_or_func_tokens) + perm_mask = tf.cast(perm_mask, tf.float32) + + # new target: [next token] for LM and [curr token] (self) for PLM + new_targets = tf.concat([inputs[0: 1], targets[: -1]], + axis=0) + + # construct inputs_k + inputs_k = inputs + + # construct inputs_q + inputs_q = target_mask + + return perm_mask, new_targets, target_mask, inputs_k, inputs_q + diff --git a/pytorch_pretrained_bert/tokenization_xlnet.py b/pytorch_pretrained_bert/tokenization_xlnet.py index e69de29bb2d..c9a3d40631d 100644 --- a/pytorch_pretrained_bert/tokenization_xlnet.py +++ b/pytorch_pretrained_bert/tokenization_xlnet.py @@ -0,0 +1,254 @@ +# coding=utf-8 +# Copyright 2018 Google AI, Google Brain and Carnegie Mellon University Authors and the HuggingFace Inc. team. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +""" Tokenization classes for XLNet model.""" +from __future__ import (absolute_import, division, print_function, + unicode_literals) + +import json +import logging +import os +import sys +from shutil import copyfile +from io import open + +import unicodedata +import six + +from .file_utils import cached_path + +logger = logging.getLogger(__name__) + +PRETRAINED_VOCAB_ARCHIVE_MAP = { + 'xlnet-large-cased': "https://s3.amazonaws.com/models.huggingface.co/bert/xlnet-large-cased-spiece.model", +} +VOCAB_NAME = 'spiece.model' +SPECIAL_TOKENS_NAME = 'special_tokens.txt' + +SPIECE_UNDERLINE = '▁' + +class XLNetTokenizer(object): + """ + SentencePiece based tokenizer. Peculiarities: + - requires SentencePiece: https://github.com/google/sentencepiece + """ + @classmethod + def from_pretrained(cls, pretrained_model_name_or_path, cache_dir=None, *inputs, **kwargs): + """ + Instantiate a PreTrainedBertModel from a pre-trained model file. + Download and cache the pre-trained model file if needed. + """ + if pretrained_model_name_or_path in PRETRAINED_VOCAB_ARCHIVE_MAP: + vocab_file = PRETRAINED_VOCAB_ARCHIVE_MAP[pretrained_model_name_or_path] + special_tokens_file = None + else: + vocab_file = os.path.join(pretrained_model_name_or_path, VOCAB_NAME) + special_tokens_file = os.path.join(pretrained_model_name_or_path, SPECIAL_TOKENS_NAME) + if not os.path.exists(special_tokens_file): + special_tokens_file = None + else: + logger.info("loading special tokens file {}".format(special_tokens_file)) + # redirect to the cache, if necessary + try: + resolved_vocab_file = cached_path(vocab_file, cache_dir=cache_dir) + except EnvironmentError: + if pretrained_model_name_or_path in PRETRAINED_VOCAB_ARCHIVE_MAP: + logger.error( + "Couldn't reach server at '{}' to download vocabulary.".format( + vocab_file)) + else: + logger.error( + "Model name '{}' was not found in model name list ({}). " + "We assumed '{}' was a path or url but couldn't find files {}" + "at this path or url.".format( + pretrained_model_name_or_path, + ', '.join(PRETRAINED_VOCAB_ARCHIVE_MAP.keys()), + pretrained_model_name_or_path, + vocab_file)) + return None + if resolved_vocab_file == vocab_file: + logger.info("loading vocabulary file {}".format(vocab_file)) + else: + logger.info("loading vocabulary file {} from cache at {}".format( + vocab_file, resolved_vocab_file)) + # Instantiate tokenizer. + if special_tokens_file and 'special_tokens' not in kwargs: + special_tokens = open(special_tokens_file, encoding='utf-8').read().split('\n')[:-1] + else: + special_tokens = kwargs.pop('special_tokens', []) + tokenizer = cls(resolved_vocab_file, special_tokens=special_tokens, *inputs, **kwargs) + return tokenizer + + def __init__(self, vocab_file, special_tokens=None, max_len=None, + do_lower_case=False, remove_space=True, keep_accents=False): + try: + import sentencepiece as spm + except ImportError: + logger.warning("You need to install SentencePiece to use XLNetTokenizer: https://github.com/google/sentencepiece" + "pip install sentencepiece") + + self.max_len = max_len if max_len is not None else int(1e12) + self.do_lower_case = do_lower_case + self.remove_space = remove_space + self.keep_accents = keep_accents + self.vocab_file = vocab_file + + self.sp_model = spm.SentencePieceProcessor() + self.sp_model.Load(vocab_file) + self.special_tokens = {} + self.special_tokens_decoder = {} + self.set_special_tokens(special_tokens) + + def __len__(self): + return len(self.encoder) + len(self.special_tokens) + + def set_special_tokens(self, special_tokens): + """ Add a list of additional tokens to the encoder. + The additional tokens are indexed starting from the last index of the + current vocabulary in the order of the `special_tokens` list. + """ + if not special_tokens: + self.special_tokens = {} + self.special_tokens_decoder = {} + return + self.special_tokens = dict((tok, len(self.sp_model) + i) for i, tok in enumerate(special_tokens)) + self.special_tokens_decoder = {v:k for k, v in self.special_tokens.items()} + logger.info("Special tokens: %s", str(self.special_tokens)) + + def preprocess_text(self, inputs): + if self.remove_space: + outputs = ' '.join(inputs.strip().split()) + else: + outputs = inputs + outputs = outputs.replace("``", '"').replace("''", '"') + + if six.PY2 and isinstance(outputs, str): + outputs = outputs.decode('utf-8') + + if not self.keep_accents: + outputs = unicodedata.normalize('NFKD', outputs) + outputs = ''.join([c for c in outputs if not unicodedata.combining(c)]) + if self.do_lower_case: + outputs = outputs.lower() + + return outputs + + def tokenize(self, text, return_unicode=True, sample=False): + """ Tokenize a string. + return_unicode is used only for py2 + """ + text = self.preprocess_text(text) + # note(zhiliny): in some systems, sentencepiece only accepts str for py2 + if six.PY2 and isinstance(text, unicode): + text = text.encode('utf-8') + + if not sample: + pieces = self.sp_model.EncodeAsPieces(text) + else: + pieces = self.sp_model.SampleEncodeAsPieces(text, 64, 0.1) + new_pieces = [] + for piece in pieces: + if len(piece) > 1 and piece[-1] == ',' and piece[-2].isdigit(): + cur_pieces = self.sp_model.EncodeAsPieces( + piece[:-1].replace(SPIECE_UNDERLINE, '')) + if piece[0] != SPIECE_UNDERLINE and cur_pieces[0][0] == SPIECE_UNDERLINE: + if len(cur_pieces[0]) == 1: + cur_pieces = cur_pieces[1:] + else: + cur_pieces[0] = cur_pieces[0][1:] + cur_pieces.append(piece[-1]) + new_pieces.extend(cur_pieces) + else: + new_pieces.append(piece) + + # note(zhiliny): convert back to unicode for py2 + if six.PY2 and return_unicode: + ret_pieces = [] + for piece in new_pieces: + if isinstance(piece, str): + piece = piece.decode('utf-8') + ret_pieces.append(piece) + new_pieces = ret_pieces + + return new_pieces + + def convert_tokens_to_ids(self, tokens, sample=False): + """ Converts a sequence of tokens into ids using the vocab. """ + ids = [] + if isinstance(tokens, str) or (sys.version_info[0] == 2 and isinstance(tokens, unicode)): + if tokens in self.special_tokens: + return self.special_tokens[tokens] + else: + return self.sp_model.PieceToId(tokens) + for token in tokens: + if token in self.special_tokens: + ids.append(self.special_tokens[token]) + else: + ids.append(self.sp_model.PieceToId(token)) + if len(ids) > self.max_len: + logger.warning( + "Token indices sequence length is longer than the specified maximum " + " sequence length for this XLNet model ({} > {}). Running this" + " sequence through the model will result in indexing errors".format(len(ids), self.max_len) + ) + return ids + + def convert_ids_to_tokens(self, ids, skip_special_tokens=False): + """Converts a sequence of ids in tokens.""" + tokens = [] + for i in ids: + if i in self.special_tokens_decoder: + if not skip_special_tokens: + tokens.append(self.special_tokens_decoder[i]) + else: + tokens.append(self.sp_model.IdToPiece(i)) + return tokens + + def encode(self, text, sample=False): + return self.convert_tokens_to_ids(self.tokenize(text, sample=sample)) + + def decode(self, ids, skip_special_tokens=False, clean_up_tokenization_spaces=True): + """Converts a sequence of ids in a string.""" + tokens = self.convert_ids_to_tokens(ids, skip_special_tokens=skip_special_tokens) + out_string = ''.join(tokens) + if clean_up_tokenization_spaces: + out_string = out_string.strip().replace('', '') + out_string = out_string.replace(' .', '.').replace(' ?', '?').replace(' !', '!').replace(' ,', ',' + ).replace(" ' ", "'").replace(" n't", "n't").replace(" 'm", "'m").replace(" do not", " don't" + ).replace(" 's", "'s").replace(" 've", "'ve").replace(" 're", "'re") + return out_string + + def save_vocabulary(self, vocab_path): + """ Save the sentencepiece vocabulary (copy original file) and special tokens file + to a directory. + """ + if not os.path.isdir(vocab_path): + logger.error("Vocabulary path ({}) should be a directory".format(vocab_path)) + return + out_vocab_file = os.path.join(vocab_path, VOCAB_NAME) + special_tokens_file = os.path.join(vocab_path, SPECIAL_TOKENS_NAME) + + copyfile(self.vocab_file, out_vocab_file) + + index = len(self.sp_model) + with open(special_tokens_file, 'w', encoding='utf-8') as writer: + for token, token_index in sorted(self.special_tokens.items(), key=lambda kv: kv[1]): + if index != token_index: + logger.warning("Saving special tokens vocabulary to {}: BPE indices are not consecutive." + " Please check that the tokenizer is not corrupted!".format(special_tokens_file)) + index = token_index + writer.write(token + u'\n') + index += 1 + + return out_vocab_file, special_tokens_file diff --git a/requirements.txt b/requirements.txt index caf6471e86a..165fa74af9d 100644 --- a/requirements.txt +++ b/requirements.txt @@ -7,4 +7,6 @@ boto3 # Used for downloading models over HTTP requests # For OpenAI GPT -regex \ No newline at end of file +regex +# For XLNet +sentencepiece \ No newline at end of file diff --git a/samples/test_sentencepiece.model b/samples/test_sentencepiece.model new file mode 100644 index 0000000000000000000000000000000000000000..376dda73010c6f93acfa3b974bea81a9ac9e1740 GIT binary patch literal 253154 zcmZ6z4_wq$_Wyro_@^ZJC$FjN|INxa+-$SWQp-})O3RYUHroamU=$df0hKmvK>nIq zs8m|CDWQn`5fMZM)HW*%DlJ>BY$dZ#x|!K#o0aYFdEb|r@%!`fcs=ep=iYnnz2}~L z?w|KyWOQWM_{_BV6P56Tyqw zKg*$>`$z8H$nKGLXM*}`F^g>7mbBQim$KrNpnnm8Q1tU1Q1JD*n*({)QGgylUFFFZ%m4LY@3(tyRjU zK6~LMi%L`9UiET7PlkGEW|<{VRd2<-YEdcbZ*t=yv0Rc4-{vea#(U-Q>b zb*gUJaE#Bc4LMXxieD|)P~qyejT%!i|zY%`}N1Gbw^wLO?%yHUuS@09RE5EXF8Io zdWE$5l_b+hztOP9YH`fSjcxueBs&&5)vFosjGM7VhwbqfOmi#OU2tT0Tp) zw|_OHBSpRP`@Q~V+-XjAU;?aGl%_i0hh%0Jsyja0=kHgXI{rNjCA=BxZ?&&mWJ-z} zGxs0pLI}nx&sys@yV)m$bP@(Me68b7&F8Kw;FIRz_}9D zz1`om>NwNX$IBp%xgSh+c{0?D&k&f_9w1ia91E~+TxMR{fpbf6uQiGhI!0!}*=qnW|o# z^Zwq*%OiW>#P_>B@tNr^yy1&@gr);YZWUPzXYA}ief*oSOe5}h`Ul8fk=?26jZb#F zQ`C$7Kd>_K+{;FFktwRK#E{pGPhqyrRgyD9{r*u{Q_16I&cn;#QSHKSju_J8R=1pk z>{`OfE*x{nRUi2sz@zdez?j}8FuTwF6P5`Yq5kwW6w1<_YW@X7-Znx_wjcI4>2(v; z$A!XEez@9uBa~?-*`3Mk{p~gcX2qwdUsl6lZAXR+k2qfnXBzc7o$AM5U}*|(J9pE^ zmcHB6$_-FvaB)s7lDaLxFG?mBJpB{Au9T{F_x`8f-qW1w$-!`@Bk@+qx_dGLZ5EF@ z@HnLD(+sumc^LXWMP;@@8DE&5sM7B`;^znzzb3<(et0vn-q63no4&`BeMiVqKkFqP zezq9aH1MFh>Ma;kHPww*UG@Py9dV|p?;ridpOxXlj)!7C_1DW#cRvba>Me2+RPqww z&4}E3m8$R-1YJIfu?frfT>hEA8>x;gm318~EwKqX9ERkG@Locokk)eJN3g79M}||C z{Tmuv%vKi<9rHJKXNr4Kn#%hG0lFyl$mO5=E#pmAFI^4CSRHYM-OcyHP-;P@dhZ2D zV<9(Pi+VA@E~0DCd|(QuIMlvVhRpP;us{9FKjb(^{CxG#IRQS^L1ZaTx9{XQ);A2&jtZ zs(VVIvBe~H^6yY)Hl50S8ph0uJB_o)j6Zf-#b&CN$xyu`BlR)H>4?|1jduq{%#dzk zT{@zrJ0^@Lr&J^52-S;YzE+2J!<}0-x9s{}vnfuG3&2n<2s?-03Gs@B|TYqum z34b;*E$mJ>#(IltPlGZl?{Q_h)q9%n>P4cS)AC9L*8HZaw@yK0P0nnm`+w=zH$6ky z$G{ma$xco==f=aEIZRNa(*jJA`XUbo6`3jO_0^E3$Iiv-k$2&Yaqb`{Wwo11sd~#( zoiL_Tsn%%D)}8dX=Uhmfnz=Q=Cprk<*_x-7;Um<6eUPRrvsM4TU->;a-Q!A&ccpV; zsosFlXwOLY5E{2>f$2&D`_1P~ux4-xdTr(m{XajS>fms)LGxxDacH4W3j*hnesneP@*%>;HO`Qa<-6cVdm~2Q6Z+&M%T0WVe&Llv0O%^t` z*T8C{rVuT%jv9uAe2@CiaTqf^Z@P;4Dv&i*T{G$5*4XY zz$dxg+^5IF(`)UQUo}FT#wV*CtuUsEM3;vn|A7xoZiY5R>kon4^c200lNOxyx0B+g zK&9qQNQ`r4=b)J1#+Z7~ z8+|IkdYSYw=V7(~>AiPM==atz?pAjyD0-4YV;QrcO=A!1^W#JF;LV^OT#)I&r~mpE z64U%5kDlUrT3|L-{f3}#LsQ-kmZ2@Dx;FAZezmjp?drKJ;k6~S6RAH2GOfZR(%>=h z^(rwN%BY@}85gGqo2*5qLmp>FrYB9!(-PBVuUiZdxcEOhX8-f3Q6IwKVDVNgSpO-U83L!U1oiu$;EmoCvub+$jD&7XRo~mr z`^zTjW5lkI0Pocc=;q4s)bNa&5EFpE8N*Nx=)ZV2&ofycxPd!o%(>0nbuQMf4 zUAq&Bnd=mXj#EQ-Auz+s!l5o}gJpQkshZRYtyiN%Z8`(lwR${i^o$?T@~B7~EvlcP*4LM7+LXUb6w72Ar(vtE&QetbVVmZZvuNT>a2FXw%U+r}n9W zVgL0v`k-6AdLx_}nb(n}^T+%-kUu?5?U@K?sxuVY?Q>h80ek_?J}&>nMwfpSxZdY4?EQ_2QT>Z z)14kKtKjOxNK6B%I#Qp}yipj(8OiorfKBo^ROvH6TTaE%EO$AiQJmmVeb>Pmt2mMz zJQKdTAs|@f$l#pvQZoVu8s|>PQeUYZ3vrgn~c z@Hr^ss$CZrui9UV%(P3WBLt*uKw!q>(Ff`IAHy5vUgGBx&7$po_1Awvb@kt)o>0H~ zizRb7-`pS8sP$&(4JpZifYrp?+57V#yDGX=)k-*HaUF$-cSWm_m>zKJ$WZsMfj7Dm z-I+v_?=~U833c=iKLm|cX6xWS@-PgYo1tF$CzJ`aR{Kokrvoqg9px{o_zy6s(5IOH zPB65dy-pvr=}oFDAp!4v;Ta@G6K8YlaAS$OoWzmhz>C)ELZ-{f4&uz0nm1kcI9you z%hd>s72}D~$2J7YXQtys@3secW^lgh`93_|(*fIk1ll$2&*N%m>Ra0AAD=@V~AGT}vO;4x4*y7MoWTwXs zOQuS%N5XQ_&Tw`Nw6Q)dUw%8BnPKz7;Z-mGH6Y?4F)f4T{mTMGej9jQNoki#lAN4M z9O_qH##klAsXt)+FDOWN=s+wUN*K$!)7e=wf_$>>*}FkLQ7^YTFXaiDTiN?YgdeK#*uXg;)aAJV@#8eND|d1fV&Z?urIHTR-|c zSTp=YC;Z-#@Qfit?{+cQ!7#yhsbTj*8CzQ+!>it$kAxXZv059q3C{F~FCJW?#%qC@ z!Z?q4D7{^ax|-5Y_jd((b^{(GgZv_W19>UP$2s__a$hC&P0!OQKCvpmdYul{<8xTk z0~6G?{u=?Eze6>C2Zbs0ZEjq*5dT0@Tp1Z`CB5zmNYb6|^#51lB~~%%y>*!`OQy$k+G6dR9}t= zvrJ$fPe0L|(aJvLRNlwnO}`u|`ka=fBrZ^d7sw11sd+O833SA*dIt+6cpQt=xFA2@ zna&X{SRo0O8R{u5FyKeK&#HuZFh-e| zuY2$21lTzCE=L=zF-Ef9=+e~Db4bh(rnxh?xPGDqriddxUQez0H!m4zW0D2 zI}h5lr0*K4e=&Sl%+PQANnYhWfXL`}@}$II3$>(c0qestqMBf#L}QV*poGt1dM(-C z3AE)%;nx;JHE%{mI7Z15Eif&4obgWALN)STB<9K2!Mf&B%cj|_J)kE|&(_3CdCm_z zJ|y1^SI3gvj{?QnyHnI-Cj$H;{U($7B|NK;M&es7quEGI?3~|H*hTWg0kD zTICp&Gc`Sv_4BK4va1)?#V+Ggk=N;Q>Cb`}b*V1DNzpeDTTMWaVTH-*TF|u=_zb9) z1^HzC1!0rsO*^R^eDpMi)*`~Qk}{oY?`defHdUVy&kpbI4`&MzLx9KpZTh_He6{aCDR!(O#<7od)SwNELap~j187(o}x8*G+tep*(OTssB{P0%- z<*cA?jyX|UYFc0~)Gwudw8V6R%L9unMhlE7;vHDr{c3>6R!&vAKA<8q&3ZL{p)w#z zIH(J!S1k&9p?j+Zf9CEeL49A(s^LB=j7$0==eb|*ogH|bHGX1dbiqGW2Z=`16 zTsn#KRxu+;F++)W zdaQ$Tw^staCPZl)_tFwfa_6*3YG@bzFb9!aG;Nk}7ClVVtm#mk{*s#$SRTuGd2%lZJHu19$$$R}sw5dV2CkpG~*(#+ZfZwA2rqi<8{V(n!C z5ogL&Vyh)mkoXjc)ydnfOZy*6;?xn zqR9@A^*|pU6zP+#UXfR5k?{ul>A|kUw8XS!#Z7g!78v)ip3ihOOV-sPw}<1;-*h3< zp#=RH&>rM7k_ji{w+6HlVF-MmYe829r+2>kxDj55QtOpAstL|?ix0N?y&{}VC-}Il1^%WJoa|XweiV@KYYKJ;RUVYMcm+Yt#-PMu zo+4%(4s<3-Um|Y&4Bl_wOm+5O0hXOly*nt%-}OWt(1wqIH@#pN*Yk69Vn9MK;v8}6 zciWH{jqG)*<8@O&A3DviP|BmD{qr%&6Q8V)ftJYl+Pyq#dGsTrB{OX~QmiA3CGoG> zM2xND=OxIc&GWt|EtHT+O@!#5+|k>KKXvI8bMa? zS4XtOm<8w0QeOwvB)iivOW&RpFs5~|^Cqd0T3~!EDKkq=(X4-kF%=hr zLT_ezP}JqBZhn2|VW+c-VGO?4Gnh2>v#w_5QeTSLRxF8sR^pjBmXReh?V%@42m4=i zMPv1J{j9Hk4GQ$nw6fI2V2}80Y`K6W1X_!8@&?W)AuTa#Qe3HQy>>0=8k)zwP&-aU zuofp6{q%BKu#lHesQS@2I#>v|(5|Gk#Hi-YpO`TuDBvN69sJKhK`LG37sNq6y_#8F`$LJ^L%w>5OL^xZ(F>Shn4s2a4sYdCihhy#^J0^k$_F8rdVV7u z${cYn-rcfP>mhiY)%vOO&AwiK&F(nsH*>K^0+KjKY8>Cs9?}vsU>fjn{~>~0B1~}U zomdANOKAF;=CFLtl9;J<^Lt}`6R|{H&aC$`{lI#OO#ckW`emyn`+pAS`gbgr)R<ZLAEm4bTE7iqz zK+ltcMG`YT)?q45i_FxSUktp`Rfn@%iktnvDpl3GX^NK!Jmjk~S z-IR{N%r7q&=-02c-!3qvJnlpy0wMOS7MN~LpYPCKYDtV)?`5Y?!^0(a^7omlUFX4!d22jA02S{5J2>GMPz9dUana%1TYwFV&XF=+(mUF@3@)=4;yYGXN2lX?ZSN#xFM0DY1dx^k{ zBtiWcEJ4iYo#ekkL84QC#lD~g#)uqIt+(Nywa84Mb#AbDV+sy~_`|QkI{JLb2Bv<~ zA~SApx(mNDlCGd)c}a*T&=R*r>$NUii@Lm*pUxANw7@hyMgNNP`d|TXMi$n5SPRU) znBiEg@-E4@{!rtEpdjA*O8<%$7>((fY~|}UZ#wEqTd4iN!ixl7X6AXO`tw3K)1^#r zCg+>=StdJ`rv#T8`edNGxs|C?H}&-^yoYa+Sq^pCI3z}eGi{zb%LuyGzth9jHuX{w zk6SK%xwNX8WiZE0;GEA7#Z(Wi%XHU~$R3wqBql6zHFI+d*KTf=GfnUVRcoKHM5Z93 z43CSyZgQG}{@ugFZl}KnT+&LKGd-EGc8P=wx;B#~=?a^AQ`Ams$xN#r*L+S&T^%;9 z>hl8+nhWt%tDtEW|4uO9Wi6pOY-p$VrkJl6mY5m4!>RXcuZjwqliyhrZY+UmHLdIQ z&JuOGA14od^b(1~Eb^W~J@_noEP>IJsCOzNY#&|5c#AWMcf!kq=C{u7{KZR9f=%_E zt8Y-kX;!~%_X|q&Sqr@bv;-gHr;#j{VVa}iH0=sz(AQ~^F_1oo^3Fo7yR^_al76@3 z&q=hvbT7%}Nl|k&&uU;AwG-rYv0S!v2pfM3xiref2*;n%#qp5AZ$9qVoKfw?{rDxn z78ncaILX=@IzCW@s}UEaUv5KS?8SKzrCt>|uHU}MD)>ZqGsU>}n%Bf0T9t7V{q5WxaFc-8I=z~c5T1tE zXh`8OlBs{@X~|4OG;aOy-V&MNre&t`XA7o~k!X*%ygQ&O-A%;RAHptCj|CQ5FOrt5 z%a+ORd9F)U@lxmEOkfr9uL`&IxXDIfNlm|ai?A+6mdNgugSKmOtH^w#tuF*A*yB}Qw3DZ<4c^_NQYK?=+C43@Dz&8MhdK{d=dR_Glp63ku_x zb6wWd&;F`c$rY9$o^z7*dxGn8`}_THrX$0f$s>U!GPBO#UU13Bx|bAtAd>?WKa8+M z#w4?e)cn@=5{V;@qhNxOaAmqi_5aJ&*5&D1bEahe(s{?srbe}?(5S( zvKL=p9e<2-v#UDNMrSO}=wnMA_I1R-b99hE3 zp#4|7G>3^4j)49WdVL~_7{!QvYWW`HTc zHwHO)jdI1L6CMeX@zX-&_DJzfOb!uSK3%ZcBxHq%y;vlyR3x-SB%(|te62|L%_7~_ zi(FPC5?LVX%`en&+Hoa7I?J4JqX zMr7bAk-_Ih2AvZbdQoJ^1rf*1-Ni{i<8P0axbM1&^O~NL;ER@|BRwVYyPo1o?;*+8 z_mKJD^^kc-dPwTDC`lOp4H%G|b-$lrb^a#0ka)jLXU8u}#50y>W_5SO^n-x=_-^83{5fSJM`$yKek^s_C3lKla>m-3IJ*?4 zhDbqdh~$i8UYvHhf<7*@g-Y?^5GgtnBF}agsif{GM!MJiqQ9dI?%5%bHKV^OO^Z|50=a5&yoF0a5|2jlE zp0LXU=&EGi9wB`kB!FYOtP4G#g-UL3o1BE7hx`obMG*EohD+LjjoM!gl@7|ace6bKC*)LiYWIke)P`qe$?$JW3l=BEyLu! zmj}qf_ABLsBO~R*udkH)SvI+qyiLaYAvA4$2w1L3ljew0veC+SG!>695unos_6J=Yh)7jD_3BQ#8MXEDai z2#ke%XSfuMjgZ1o5t27aWF$hYTu`$hT%4qP=wtg&_{DW0@;Y=mYkWWH@);uAsJ{t6X(p|o z5H5x2Ehxoj2h*owkv8PHo0*%#A~m)Mc?Z4(-^^WWlef{)(IX5W36mUTh50rqYPCrw zZSKbowe)p4zA=eD-32<3`Of1Xl*`Sr${3czIpfX?6DfoKg1j2i%0||bu1C9#r0u^_ey>ehq4#Tfeu(sDEIB7bj%v--ZFbp08)^5=#s51z#+-og?xC^_DWe z<@mu#>K+5{p(iJsG7DHw!_cvn^`9Lg2a%We4v{n1GbhF-^%q4p5mRa=g~&-{<;0|m zr02mI^lXCnVTYW-BK6QkF(NNAhE1i&(CwrBrKIKO;ptONj>viH)prk(V(gGNf%aL4 zdCZsIvwYoktP{CNnf4DNq@6e$HVD5crrf>Z(h-Wkr;}!o-X0+@#q^Z+$_VMGj*tT8 zvM{zM{@zo%Gl#jh9DdXQ8NA>uu5>dHF^9cQf`IOn9^{&8iWAC}7vA_v( zQYjDW!|*-Y9E&WUaimbMlJ-iWSAd%C*l{cUW-a@`(hk-e@gZ4q% zmpLEoXHHo+?c+f*^klm%ok8rSeBn{%E{3)lV-9|lOIse=JWO5(IHq;tlSSC0sMGXO zpE26=&~v{{%BO@#-Z=Jf%AL_=KV#me*(H_!pThQw(UlKfg$?u=&r@azvhst>HS$c* zUKA=hndk;NINCJ3^cPpKhaAOz2O?w~ z{46kCw|k>a&QsQRjJ}={xl_l>i}bw%{(`n)gt#c@0L6^4{TiEOK`#KE^k3Kil+-tu zvQGTQMjsr|_?~aN$Qa5E#8z7oW@b_kajuA@K}< zDjY>TEQyfs>EALJzH~HPib#vkN62*QJj>p_{3!c5`hKF!DD?e8TCyHJlh6b7IzB)f zx#&4adK8qGaz4n95Pc?Se~x)S9wzmt=sR|fMekpL10;dp&{yG%kWT8gH-|`NY=oSG zP9^Ugsf}3O9bC{fvho`44W!FQhD(G_XNYX3U%9E+gmXZyjq?e1T92%dbf->xb3UkH zzkzPQpZ;*h%VFMp2e2inj{m-k%-vy|tfkCy_KV`NB3|@cK8EcJVz3voyln0w^d~o; zy3jtow-7G|AhY6sr$`p{o(7SiC<=Qr&ztc15_CU<>}Kp)KGG%=Nw>}+AGuyf`$%h) zO`b(Q27Lv{@+m(YdKB2i-1wqs4<9HTgFUA+X9LXMJdXTm>XlHwW)^n;2tWSGCY6&! zCXwe~&pBs8du%s8_Fj{Cb;AM(^F=pw<;? zleZ|dfHIpZL_UNrU%{CA5}S51&tOwN_eIL*I^ij&+xU;x_01sZ_?7)1S#6ETQRsKUg}3*+t)*{*A1onZ3U{T-Hhs=`keI=V=gBD0=(W+!* zLzf>ND&<*2q@20yL4M8Hp|Z&_L^jdhdg|ve+DXX|t64 zPR7%R`aAS|Z)d)@4wCzk*E61nNMA-ifbsVRqrhGRVpMWq#ljxhG z>-Wc&`L^jqSC#{d79Q)&8@-{Uh2M2VU#E+cA5%LdBlm9;HB+MUAT2n0IBK37phIwqC ztoQdJl6RiFkuLuT{JqR4Ydhy6^Nh}9Z5zs_k+ydmBFoPa6F3iba2}e4-eT53PFT21 zhsJ$+uSH%0>Va=K`S@iy^R^Ry zA2P3_JLa{mwSP?1l|Mm8Q8}g zg7$@i&T#n~b@TAWV#+UL&wpku=Z7r#vT&)vcF)e?{E!+U7tr1ABhFlDm#v(4CZIEi zI>YII7HJ-Od@HaQbKH(^b$lHvHu9DsFP|PE&yjYAFK>;I-lV^y8~;c5E+c)dB0~Nh zO4%@>1=f)R`$Ta@hJKr{_B+lOH7*LrVBZO>>AB1?XK}s$o2gd~3ZaWw+r^DGS=P$_ zJ4#6l`UdOyU(EVF!aD)}pwC=i(wE$e)E^-7d-4nMn_;@#jjW67L*@U-|GP`cRmhgJ zzjW~a($4y?pKg=kbVI*K=y#x3*DCSyOg9x--g(A-4fU@Jm46_sBYszA6Q3AImCGg% zFox}%7aB+5AKh(YNB8M)@qG)nh1sNGf=yb`(Rz`0kE0?tqodholbv7}7*88_f`T3* z4P_y+tvEy)D5LKK+B7Mk4{dyjzW)Pb$t%uht$i6Gd)9|Y814O2j|Zc6eAxrv?IFdS zD~e*d_uv!DKz<|VdQe!(8(!NG87}!Q-foeN0g%4- z??NPkbSyYXTlJ+PBdOa!x($qlz8TyOZUv)3CS^C$-;ty*(*ME3c{7R)kvqv70Ih&y z7`8|eS>ue7RbrQyndhUg(^zEWfewfGt=sBP*AKw_oTfoSk;)Kr~-c#~NiEO8xd}2i^vIg$K+wyx#{Q;Y7 z!jUdJtY$zb3yyt_z8}iPfW~L>YnYtEW6{!xY%SjrT1oeVdN6@@car`+!zTMkOZwCB3hqid(Nd5f zEv3uxiQ;H^VKRFPcG%o3OfKvE3~`(C((&KE{y4 zc-pUFJu?np2mFO-Yo3-ef4)rSpq}&`>0z5}ras3IpPuJ>XdiQ~_x{{$k=5j{>7;Mi zYb|*kPkj1qNxw0Tf?kb}t%>1XfjnJiOqZS-_;H%XH*zVPKUQdudYzn)$twesu&Hj- zLAsPaS^Lr`{PR0v$yS@(i_PYeHwTn!8huXSBX;M|Rw{I+=4n4?Fzw(Y4)_lCUKi;C zkOhi3<5!@=x}UXh{^ee9ANmS72b7WTV-4qA#LikT{mhw8Us>}VpJ4;i3d*bp9Nl~! z?7wS>D=W~~K|kAjV5^HRw2ujxy5C>=BfGfcErU`3`_atM1nt_SA#);V|HM$$pKU2GKtLrr*#uQ(xQK z$N5g*(>jvzp*85})t&d$e$xI(H1~Y`qHh#&J`(@n9gB-m`|&FP{LPn1#}C~s|B9s# zzFF+4pmP}gdJg|#u1-O>A3@JIoXNFZkke)d-<3LeQ|OqD{$$!t;e1KHgSED1EwN?q ztuXZKDC4HD9SM|MOu46!)!@q@-^m=7LC-=4)^rk=IP2@!uzElDcj=U1eS?dqIYrE=CLB77L{tR9J z6!trZ@1k$Bmh1k5Sn?+5{8aL>srHqn6*h^|{b#(o{oc@FU^wO4-^L!F*`=B>bG-Li z=e%)z!-D3D`(*J(Ryx$Yb7 z#vr>${Ty8%nfB>0=56&_#=nz0ww_ZbWhbznD6@JlZ^T+gxsG)FJR?lj*v3lE8yS2My%)jS(KZu&n@`t zb>L=vj>DgJ9ztV|C;n|&c8Em zlcg7#H@=4GW${z*20Q<6*bv)4ZS5Q{RbnRQk&?R62?ONYxzMQ}~h&NwT zrw97kqxAbmF21t#IiyZf z-$>-6Zj;p|*dbfwD$1^5{kI=sE_wG!rOfJB`lkJq{xveE*~oO68gy83f4%9u_TxO} zuMxSP$5zrJ#-4kSx<@I~0r0~dY@pZce)8+VPOuNGuE+n;aRAy{XR51w4CN>A{-*n@ z{RDk_|67^^{lNqoJB;mAHug6+2u0mj^h*Yb$p(6la72Pn1nnV_!wu$N92DwQI^8Dw?H>f zB(Sj;b4JLeodTE0MDp_4^R<8TJkI$OyNnE}im=D6q>F&|-%?T?-(Dgu z=wuBu{=0M@{aCNlUfjc&v!YS>74c_=mXYdyZi3E_;ZE`@{Yjxehv^UF&$V&J;LOsV zKwsMJGPz4%dk^~4jkVevT`!Zrm3rHWKW~ukCH0wc)lgo4n`nQLIB`GnVaRnGJ#^dv zi$N&knj^w5Y3L7jd&4GoL+=Og>iT`D-;Fi;HvQN0j_jXWehu%0r1}lGfN}W-b8qZm zeE3BBc+Om7(Z$)gfb$(cMe!986ADN-O%9Vd(r3<47U+GXXe2tE)Jtbv8MJpjDfiOH zD7PHwedw>G?Yy-=sZ-*ijztC3)AzJ)$O`hVmp7PeAMXMM7bE0FU5>q|h&A&H^n9S{ z*R*^Z`dK6QLsx+p_J+yx>?x)FxfnD5s~_P`Oq)gY>A9cAO9A$Ir7}$Nrtp5E>wjdI zb=xUBmv6S!VY2C)P$|-LaRj~WpXDu~vQ?LR!Y;3qrh&IXO}9{ak95lqp?t5QZ($-I z!SDDwM4ASLO5-)ixyLn-K9fcJ*?e2i2$ceSt?f1L8=1%ki+nu*zq`V4rpU7Yakp>}zOK0QnR0{CYK&`;t-2J{NLwrXW^C7N_hry>{%~*4-hyxH~R9)E@S4v}gde}-;65+d8VJ8KS`93CP;^iOeT`fz(5q1$;oSpZ1p9q>TgnGw>~o zdq^wvt{-~H?%6%0nRFHMCa|NqhwLJ4SmVuMe7~H= zcOv9RwNyDk5-v^U?({&utcy_DY*;a6ppefd0ZF7-C4UCcWh z?Y4on6NulWFX21ux>FzeLvVbWUHJW+R6k~y8tnKpvLC^3;A>F$M2MUvtz*90SRXH7 zcYA;8Rof+;wBRS+RK5w3KQ-LXZ$~KKPwONe9>*>X_`Tj=Mjx-fyfWLviPiH?REe46;Iq(8F3f>2&!Ex{kSjt%_ z=YmbDp&P(1un)WqDu8dh@te+W*q45tL&k5mWCe459=cQTb$sB&nqH#sA1@ShhUiNi zSxk(TP?>rQ-><+-@BnxSlwqs0%ai5h^)`7F{&BEjE#n|f1oJ=|*i_7#AzcVIPq)dF zq}7{6mXPLx0?;s$HB7n^tO7f@?=_9%{b-C$o`+utc3$8d(3|(80r)ih2CxxS0pC{k zo+8Euy_9__Z#J>=u~69tpU3xb-!b;n80<+LYQwj7A#VePtfhjNL#2Ve_jUL;wVd&` z4GNPc&IFA|L*yM~yV-+xoePn5k9=s$JI=cyXOuSbTG87A+N8f!uy!{_g~)r9&l}WV z4v~Hg%Bfe)K3)TADN{E9{18ho{m}N@mp|H$PqxXbZWHZa zQ2r}$8hi`dst3vUq(6e6!EeCM^*kIzf}E|X7?Jn6K@Ujokwua}Y@Osi*CvJC-e-+` zCB-R!wiO+}&h||ICAMWpF1M{XUSV7Q-J`Z=fBm;@TSugZN+@vVCT#B z>GP$r)Gg8IKAvuqKBWD?KrjUOSV#Ij$y%TA*MjvGcGTxx1Ams(q2sk?B6RE`Ok&7f*VxNMmcF4d$p+}Uea zgiBpM@A*E~dH)a@O*=P$o4_q#BDe!I^NznWGeUM{N62o{7Wh`)725bVum^129M1Q- zaM_j>Aq`+V56g|9X>Nqdr(+EvNz2pprH=$JnHbb+lyy zae%Z2zLvC(b-j=}Pl6>N7Zm8Ul{o-D&|JoQdJXe83uqs@3Dk{4PHd=&WvpNqvNrHKcoVz>I;(B+ z9_fiE!sQU@$KVric6PXYPWlCC+dfdfB0UYh1qI22q>z~YJ@k*@XYd>Fzk_IhwU1}b zfN0PM^aGWH*{3IkNEO%uszJ?k*82k1JIEV0SO!vV2p9pb0@s4k;0Dlqir98uWY3HAqV#LhinYbWotU>j%v+d<gjX@f;2khaD(FWhj+_ium z6T+nlG=lBJ!=+&?YX#Kfw_Cf1%N~5WZC1FnlD4omcc-!@vchHOf^cajweHU~#DfZv zC(*wI%hH$*mrDzF7qk466k%9GZ`43Q@4>;i4zb?_#52fPOkfo3k^JGpG{BHhi! zxP=RJYYAwWYFn5S-BW<`iRJK#Dk@8KXJGj`FXAPB)(enxT9DD&bwhomF z@D=oywZu+z6%?_j-%Ctj+_l5$qqap3m+0xl0+2fg|5`glPE)6`n10W)$+ytogCD`J z7}oDd=A3ohO4-VEpv0iau^3t%k2DV~ui-sLNqLW-b0q{ojCn0{ae#1ks=m zXvUXzrWzmHO-yKkZ-v)Bwg>;-T0#7&Vf~Xfv=V=y8`0lXito)Oe(=N2e&`tphJX=Z z<6zD_%>Px;TU>Uja@gfs=+U5V4rc{qHK2NdU2Z^j6SxIT1b2X`;BGJzT)O@rfPWM` z4hlKD7d#d!dH04&9DE|k3k{PK!)!7Sy0elsLwa`2K=F_+1W$q`AQu#XWuRewh^!=C z1)c}%KvOp75AX`~?m3)4W`)QG=#5|xaiR_AZ=x;4n#x)Hwuv!SF&;hE>PE)a${0!O zYPgG6Mo1O)YQZ+3e>>hp>LbtVj}9<$3f(gqjyCmuI~ zCg>dw{{EmDd^A)}+zfjBjyR96gV(`3;5~2%d<;GTZR5Mk=cH%zekU5`>+SLde8JbD zQpn}(E9i~c%pW)ny+x0WF@6jEJ*c~gZ-E+6J&8WCPrix#NANTF4Kx)Kk5+_>o#&L@ z#ED(-;n0y_&w1hzd@FIJg)|yjAJ7jB1Vg|Ga1}V4H(0JE?c`iIn)Jl4p*%KXx54K8 zas#r;bHpN06-8_cBSwLm?!+wOVI6VsCd%9bto7F`L?%Mt0j7exL33|n;Q;zb?A#4n z&T}r{4Wo^8&neCyGl-?J#MHUOR?_Y8jbn(pUCF|676o zk+zhv{z=>5_mFNyUwstg$F2=0@jvFhk+ccyIL!L52$OZ_dFc1elk+xv`0lI_ zc@zE}&^9JS_DtaH&zfunl_ObyWAV`mtUuD~7<8Ag|ARX49(4|ZkHIIPn)CbTq+fuq zK=axV&R?wY3ff6UZzg(K`)#Cq;J2O&k@^e#wqYOd24H(Vv7wcBfJW}0n?vL@I=%(p zgCD`q;5T5u4gakiC~f@cr*n->!r@O0V!w^Te;44tAQD;m`4EXF?E~_-PY)#B$a%nP2F~wVd@FN4g7N*gXUPh{ZqV;vb}Y zrZfLM@b)7=5zGT=U?Z}M*l6)UZ^?<~?hq{tp`QeG`O#9lHkvt#mTFQTXI%YVO8<^{ z3HfLHcb8n!06vyV1F z-T7$A`Ek=X3A{_zE;dQ3jlb-rXJD zwrKel`g^cvLA12Nw<2%p9WA-oU(ccS9n{Hh-=d%7B_$Yttw*^0~PQ^Ft@lj9*@_3)M-_E%MM1pA02lN92LGuFEAF$Rr zY0F{O-!ax7>7EYO-$C|2unjbT?Xy^apb6{%L(tK1$}S^F+kBzC&)MZF=xc!$KYH6` zHy90n186HjFKDsxn-g#ovRgnoci@Sn73|q}kWK{~v+Qy==}fSNaaMtv8H^Fs(Z^a) zd6@AZBQJ*g-$?ev3G9ueweWSM4^a0Z@F;j3#DRGr4R}CvKJmAh_*=&MDrNrbnSaoh z#r*?p#UJWVa{lV%{B?o&dy4pbjP-e#_}j|f{~c=!Jtz7`%af%3d*u@7T+a3S4XN-O z{>~1*04xJ5!PzIGWfkf3U>(SREL&b7-2hG`@Vf}o&h6a&NYB2CKa*}GuI2qi%!Y0P zyFdebP9kX=cpbb6nvgZJ_r3$Ydp&y?`|Eqqhrk~03~e>+U7)3r-__%PXZd}b-~ZYk z3z3g0SMU@5mcsih^ylCU@D(@>PD~D!Z%I3sbAPW0m+zr}1V4k{z(!;h=(bN{-q;KE zeI*<^64cR`+8FjoP)#4Bku~tn(1)}iXqp}&14)N~Mt+a63+x6X;I9I0V>uU$5F%#5-^cd^7ghi7l*so<6rg z2jVO7cI!d*U$E^k`!9LhDbu)<^T%e+AB?lSHC!g5=MIpU$2;kB`Zq0%U-1rtYzt`> zDCmYgpTZ}z>DvPOm_=W0;WCpl4K?^F=|iAtGkXB(~s`Gd7@t$)%jpc>Q=18U1yBcxoIuF!>yxX7R2P^DHUFXYf$lAVnN_LSJOv~m?j($PE4&DUsfXXt) zPrs`6p&wL3*L0x&9Qwg~lsN=G2A_Zf!uf;r3-A?a-pBd}yTESNbxQ|!J|w$q3RDlX;IP)o-`@+x1x=K0A)zTO+#x{K)=r6KUtxr|Apj zKYB`Tfxik&1O?6b+egGw=&9gtFcUlg9s*~FJtdElHWX*ePfOLsr)3Li^_i!oW-M(?SR!?#>(KKG*Z?+yDo_iyfhN#=bcyWjq#dvuw47vY zrx@efC9(%>ow0F1znzfHa%{R%W5#4iuvm*6z~x1bIG+{6CV zf~*x(9?NF@*^ED%_m^y`W^L8j@PE#!`mFjrb$$dtgWrJlj&~<)$xD{^zj%!S)%f|1qq8umiO5zEr*-+xiBf_y3Lgc8NrP zG^i+HT^6%0K>^=&3wy9LEA5ij0v#VG zl6MD~3ho9o!HM<|d4N>Eqdr7>c2I~sO8Pj61BqZBNCTbePs>!j{z6$J@K0*l8k;O3 zJ@JT*k5Gka9kDfY*U>^W!H zdk(V)9b(z`hIG zy0Z@h{kQ&Av|9_dfhMpqll^ZBdn)vndhXxrBjniwsnP~tcaHma3HR@{+`o~R9?O(9 z`!eK(j&ylG#w#UrljXVCWLbSQLsrdjN!iK8^77!n$=~VQD?1nScYIIFi?QkQ()y=l z-G!$l*O4Mi`O*37=zbFv^v;w*kjF>O{1wUk?QVuVv)?1{koO)~d2ES1J0@F}Pgo!; z$`;6~0ok&;^+`EI-r486%k$Xgg<1T*Zf=&8cF&S^3&P~3)-d^){7=B=pp)N2yv!TW z3I1P>_4%wO9c6#pSko~E6G`}rH~1d(r{ zzX!VxGcU)Or+v&5Xd4qMdq4|zZUx(FnAb+;nY6xwc`ajJ&oj@^jitne#2EPIOWcDx+38FzCP}w_7HV@{FVO*GO0o5^KQiJ_!r-w=1q%i46 znSo#k7y+&V*MiaD2GBg0_~Rn}aJSzLTDa@C0_&d8$oZo?e`5-^brOHT_DteWHt~ma zM=G-VP{|YG5Py_#6Z&oeO$S4zu_9C^LhtSfWe*9JJD{h6Jv-4|Pa9)t3*3#Y{Cud) zBz*vEEDe=MNgoFlouS09P~sP{t1?Oo+IvXtdEPZH@|}aTQ4P@d|IQmDW7bMLwLo^zh({JQ9SSAFpF zkA*UNIa;QxBgs_Cm=d`g(HK+q1AaHXYmc@-zd&Y@y8j(*0GVB;{=ZciY9AGb_`SkV zx0YYHkzcr#zd$w!FZJL3IEceIiWuTZqWvEK_YohJ?0S{|jm$j$_j>*}8b|Pd$MAp2 zmNWd{3w+xv{9m$7xN2)*XqHYIoya04y=ok%*InYnp3@IdGccSKZW!g-_`M0T{usY^ zf%~<@{X)y4=fi2oq?|X6v-HaM*f9nC(-ry$?Ay>i-Sy3Mee|4l88u7z|0|qhA3r%E z&6Kn=&OtT^pO?l(T*g&g!wuZTZ9MJ&Ri3-h{f2vtEL$*lf&F(u{;TC*S}jN9pPr(p z56Qp#Up1yE+?CFK+=$8w87q;0^waBJb8YfFaE`KrhBsWBxWq=+y16I}6<37e7>Us+ z#yCts-d`Ev{;-KB2~WW^RQ!!=R6q27;`uO3xaYmXP!aUWH+ok;p`TUUY|O=cEW~2; z{q*^;lw6LLScTPCgBESgVuj*fz=lsf68`{U}pFk(N z(2WeT$RWQ@dzkx!X#AniJvr>WN0I%w@ra)XeJJkFFZ2nJ%}ApYS;Spi9rFF}UsG=# zV;7uaC$NDM7tCREOw}CkE_oU;_0?JOJgS%2*M+={tGI?6xQW~7tI*d|Ul4kJ;T;j~ z{ltK9pL~dZ44mtpd(Q@wLs5j`NI%m4V>CVTNjg#SUO^}p&K>dGGu}~jqh^ryeavGY zvu^TZpE^;ZeV?vuPc>eDRZS@)b++;VqAVX$_ zb7bQ({x6!P)q>WU{NM5XU$i-I)uF**g7hX~3Z@~J(f(rwz0U7(%%Yc~p~tm7VuPR_ zv&FTzzPaRlq;KiZCl@2-dOLS%-`ERFg_k3{k=?PC9kN~fM%K8FTGthKU3I9ZCy?AM z|Ll;J{<8|Ju?Fj~0h_P|?b`c}EAsEUx?E59b@^u_Wyz?oq_I%`hsi%$#JAp)f5)ZC zHsPu!eJK31?aF90$99JM9jlf9BgPD*Unl+eDaX*W-{Akd#^hAj7+vd$!C|NPmOJJe zedBTeKzapxP~2XmmU#B_)Jxbed=S|Z_0m|+ex`R|y14`5j-o;xncen6h|zmqa89x} z$iuT!LXzH$sJ%&(oyg)iPU1AGw5eyw>PzM@k{1y>H!xf#ucGdRGK@rrvXN3o*waxT zW9`~Op=O!3ztHb~i+uaY2Wc4OcX8Qoj0xBL{|0U%Kd(FLZ$4mrRk)+aJ2;W=L3X~c zY?F}<5Y;VF9n-Xc4}uoHN%LfF|9CdQOl|)#HUPawd98JwanxOR?nka+gt9)yy)GOO z?mEXq^kd-vtPaLd6k#~p+1VXK+-Jvk`Cs=`_Z4~n|DO6^oAA{C_iS3{D4PrT|74qI zQTgLB=64u_l~&(B+oO&w#<(c_v%#U_n=gc(e^Ew+dmHsfk&%BeB?^DhJ2i@*LZ5+I z*zv(HquN;C{H{yo4LHCgYtXwL6;M1J8azpus`y!~-)$(z~(`UY&m7L=hJmDq`z z>K8+8!WcVQXUx5xOb92*h7m7@-HzFd{WyrjIEonJXfHJWKg#(3SmXcb=GR2NO;$%u z?wJ19_4WurGg{^t|9{o^{{rLxCC2}!i!;X{DV=7d(HTi`DP-wgDf1U_oPH8HWBb`1 z#UZn&ICNLrH(;Xv_cz=J?Q2wqWAxLGJBw=ilX(s2g)83kUYYaIaK^psaStz;|KJ(a zUe`~1OaC)j?^z|tq;Lb7{jqn%^SS8%mr?m~<^09TR%r8yI>&R~&jO z284cb1HYskU?^IYp&#lKE20m_NJQl-djCe#yOgg^?`Sc79CE_hOZo_uw{CKRxJj6T zs`tIiWc367H+=?u7D^GnpnR$i>PI}TBl7)!!rNYR-x0lkvmG}d6`_D_!zQO!{**oQ zW&SvQDVAd;R$(=263Tx@`AFaYh-4WHci`=drg~0-Vk>aT|=~aW3^w828G+gcX1yN5nG}C zLO;E3k+x*BzWjOK8RXlqdD^d6wO?e7-)omSM*4NAM*>MSV5t8TVK_$OasRvZOHJ$> z;r0dm)+O5c720{STR5YQ&uZIq>-nuG_^oI7v1H2?ek++0PLpk$#l8QrP%NEssQ9Vp z_RpS8k7LA75SP#A0R8XZQSS8TLsnd^V^u@H-~6w9#^?R&g`+QLqDT^G97 ztJ{%94vlxbe`vnv{qtV7p78!P$s^j(a^0E|>8!>YtV6nIko*q{8|YoiaVIv>w;;Ds z`5mDA4pDx`4h&`Ds>~NCCo2*2-s~iIqdLK_U$0zYuW&o#0<@bW} z8~M9E`luWe&Hp(}M)QA;l2Kh0BlGhQzQO)i*TjXBXhzE}wm#X3ifzw@ESb*m0k)f$ zOz+|sbmAoaG;;JTGU!IltIEIYh`X+6u1x(r*R_@HA)gH$k^NB^&idbZTtvk;p9`1C ztGI@C<+($-?nE@#uUmP~jBx*lx<9rT-Jn>be%R(o;w~u5F|8|2KU9AMwN5^#goW z`I6>M+{Rtp$3ygE;QX-d1Nra!Dt@DE2uE#iR0me=FlV2ve#d$M@xu{I@k_p7-oekF z3w81r>`V9Y?%st}&OS6eD-HetU{9k@=il3fF8(R3k)1)&4vrvlkWXE7Oy=%R` zg|$UtE`2_7`=q_h`1c~?-~8Z(;;MuflS>ifA1^0YqM9C`$giJnZ(rfnNIGA`x#vUu zc=;S*{5vE6=NyN+iR%BE>VG8Z4fv@4yvG06VFR+?Rwl@&^KZ6${^;J}`S0@lm940s zy>XfHhvr*RSyTQVDSzaX`8Qjn5sleJbAHR{E%S`&la-%W-~37%Q>EoPGGnDpc1b&$ z>$BhcQ0cg;QAJ@Vxf^@2AF&7K|K2fwm|myM$8nf`6b-M*+h%!OFRx@wT;H#r4{=r$2n5 z|1ZXJWWO~itR&k#+YWTT;n|?uJZ&d|60%AZ%^m{Ii~Vc?$5L8 zU}>$!8mz+xMCClne~-m{n}mDa?=55*%2A1`CB{(6-Pnu$$j{##WBim}H$>iMT5Ci< zil_7c9(ex4l>axhKZx4sI@Hq>NFLHo?He4HM(H7rB$|;%C$ebg$96nm3+&?m?$9Rs zUxv&gm*W54;{Q6P`4L}*Y!yzOA&xo9%=kipUqThPc%nS z{AuJyh!@U`buRL(xGLwV)KBv^VhMBB#a%>o^@r{1Ms|(xRV3HS*CP2O6R&H3r_29L z$8DE?)FXi;8l-#8e{SF=ZsRWQ<01OdF2DKlf9Lv>=kNJG9siH=iv0M0M*gMU=2}~Z zu#Nu8`;Vb0LVAGwiyuz!8X^A}Ngs`zXOvwp|AXWo#p0?Km_tV1P@ZCQ_=@yNs1_fW z*T@E&B0LTGew`Bed{sWNosS%?@u~QZHM4x?%Ep(&+uzadedU=j%kia{jk%bQg;LVe0KF3!LFNan1)mVdd*nk}`m4r>?7W6ghvnIYJ-6R6bw#4sTUHH!7dYlusn}0XCp9^6}Bk=WjtPJ%#iN{eS9)_O<%|^hI`}OaEZE z_^9tbKM!%DbxF>57)KFD&)2NG`GLj-&GHuY|Y1 zVXgm5W6l3&XNY?;zwk8uEY72oozaDEWROJ;7yWh_S8)wDa1*!D_dEW_H(m}sFPkGH z9L+zxPd-FH1}^aIM?4b-lS5I2;fT$&hs#vspY%F)SRC1}mxf~Ds7^~Fn&VK9nlYuJ zc6@1wPc990WPM3#NRUb41~TS6<@c=dw^zV6jFiSW;5{fV`^#WL>IcxmGbRM zLl(I+rJ->}X=oZ-8k%R8S}RZ*S|^r<6w;$gL)!>()umyA^d?~nrXejZl`0K0=v~*P zeV{bVqL(6fOWMew8?(h#^^}IWONEysSu0jeuw&1paPYO#@DH9t<{~G_)E+7cHSd&!x{i_%Pn38jC87REi9YlaDv|GeCzf+>^EeWmbOG2A) znyec8a!5+28EJGPHu>dHjV!(H)t9x6FNfpwlW6F0eACPNF<({}y&O)9JByaB&xG@2 zwC?dDc^T0<$gAWvbe&KKA=9A_O6i~UOrvqc8-BZq+vxkMx;SbJ^(95?E&IM(`ndi7 zeQCJs_udyu!$UIa|Lc#!pJMmldnOEA7`DCbK2?6RAPlC*mMQ;>o(V(gb$pySis-}9 zFrE*len_Yv>Pyu3(z%b3ejANqjKc&>LXEbjHfl$9X-9TwH?(&N^2z$Z#z)%sSNYdy zK`T=8_}6^zHnflBpQCd;|9mF@d?NpR1pj;t|NN2vjMp|f&os=yEIgTiSW55WPe=0) zXVd2*$EVJU%cP`*`QoZxGY^hjj2L|>xg6E5J-)(q_n6Bsyb4Kr1K+;>j`3;KG|6Aa zac3NNMgGWWY$171`_GTt#!lMK1}s0pru#a7>ig`BV2z5j)}j3z`|lF_uZR7I?mg^3 z?N)Xl`|lm?Kbx;|5{mWqOKC5PX52ukibSsSn`ugF`RdXrwepqZs2*@oQ@W$Vr%jX_$e&Z+Zs5Hh*T` zz%Wa=6tgiOF>%#cNUxhHZ{xkUU-BG&^_+VxZ_kQSHXvu~hx?T|JfcN2XJa_>lcyK|7;d!7$v;;Qrml#`W+ z(RY%&QLXPFzCyl^Js{)^ZYvgzw1qqHT?eCOOBhV{~h%cl?x=5;b{HuLH{|7 zqljT!;bUK=Jfj~F3cfRo<4#<05%|Z9upv?lP|88lrx;8)PqE{wA6G%!qKC?9<D-Y=Xw(no?A9`LgA3?YX!!Z*1`=w2b`Uge}7o+bd&xdj3B-D)haQ*Kbwn1>K7T7cb-lJFDYkdI;&n&*tdnRs;-_~IRHen0O(D!Ti zimb#=^nSc3>?V8u+I)X9n#-H-Z*fnvjpjT`@1Xd%KVglQ_Wv+F%3I3$j?%k6yf-m= z9JwR@=iSX*aj#ILt*K3^cQfi;vOb|6);=e-&kf{$|4E`5X>=ls<2Z?SZF&bfPpNm& zeMvox>>2g)3H|SEfTqptgL&F|v^q95UcJmFXhW5H`m}V;;yf-Qw$J)I_4Q?XT}B^z z>SN(5{Tdpy-$`~u;*d5RH^kkb{vXMIR7Mb$m7$I;!f=elXcS`{CZJt;?oh@%uRrda>)!W~_J5c9Upb4u z%hZe(wBA$xA1UKxoBy?}FoqzVDVT;Ci2CMJ8_jv3M{7ztQA(eU+)VG@ROi^C9zgYE z<2T~xBP#a`$;GG|#10}8uCE^Xen0iVa&Z&fkGeD7MXVHFg^HhPkHf!&)%1_vzcs?^ zumM@V@fNZS<*1B!&$@r}hWeiSSlB7N8+)-I2XPoj5knk3KV@5yy`S|?kZE)xi{m(n z(>ROssL_vKi#X~~j|7rvK%;u2NuAM5wx~Z^=}+b#wW(X$`S=~v+1@2lUlRLc0Q*B- z5v>8vsS8@Pj~AWiGOpqp(qq-b;w!#9CUhy^(b|Ta;%_6TY-hz~(A{Jou?5~U^u5bR zTVcJD&6Ye_xJ|3bU0~gD`vAMxyuX{O^EW&V%#Ap;_944TTonP^R@&9jm zM}&L7tk092h8dWJXw0;foQ=7dk7(^gwfKefC+oKt)3Y@%gnzq!yJo8O=ZK>Y^(%}^ z&oL&xz&JH|!*!RRv8R8udEF!X=u2lg^7DUw=l-534jsm`JISsq#>B~taF)z1v;Mxs z`ujoF-xpecPqvORwr>7Fn%?$ETt{(ODZN!#jWtO7Z_3#CI(nD!^3DgvVFP^=a(>HR za*lJ(MQ#ySC7m*|9I@@jQ^}pE-XmWb`Pxw&b_?%C@{oKvrk+gfGyXnN{t;i|xV7Rp zir*^#WP|bh{r+@3{FB|cT$}S|kwfDc`M)mz;#S}0sV&GZlXdO+3&Iew1u~YdxJRyzke~@rT4sC9QuA`4#C%64EKc}q8|hQ zH~Sh5VuLD2bz~fgLUt+HFrA%>if;}IgB>>%MHr5e7>#0dyzd?CQMMl_<77s-o6M;T zvSial^MA&(y-V2OW0h<6Z!6ok?Ghhln01HJn1D&B+QGgctH~Iq(PyC)ap~4wSN}Xx z|4289h70`ldD@yK+H6#*6S6-l&>zDtz-<4kd~Z;A8~OEx>hAhs?0`YqmqK+iIoC1s zu@HT~3Slw16w9OVcYKdPJ=ybtG9ujjLUC9{M*jcmDEv9~m%Q!x+KsSAcpWw%tzJ)I z6TK_-*f!llFGJ*$X18lU$Y`zj3~}YC#7^wSUhKy~)C@4M8}W_idGo#NwZ#c-a;;b8KaMkXhjz8I7%MJ7CVGb47Dh zkCHLOkwi_Q`QcmLzXj%q9nn5lYoFOD`SA&Db>j|x+#Y^iEx(Qp)9Uw>-_vBtbCVaH=AiZC3bQH;F3IoM&5chYaZFh|Wo=NkxjW*QVmVeKc1Zu0_*L}P zSc7%gfKB+Q{jx>4EQ&*gHn;K@uK#oTDTQ|M+kvDJ?w{aKQZ$1|ulKmLC#IwRs^nJqk%?jlQRoC?qDO1tDPepzkj@SXdW6g7+ zQXfK{dLW)r_Z(6Op<$ys2sM1`TEzL>(Kva%areX`{y!Q}>74g5QhK9NjB%KNNoc=i z{{OuX=l}0ACcn?v{2}v}$((TGRQ~@=yf4<&^g+>?4T;n+2fTZawUge@q;NcX&) ztZ|N7#79X7_4LGRo)4n_iKqPw-l>**{0q-N<+(nYU-IwvPu)@Okwc|(?8I*D#ePKN z`v=L$pO5zRi{=L$7Cwp?;z*(yEq4k-n(Rat$C2J%7*aij;Uv9l5xZgDz;K#=7J0it zI2r@%CaZkRdR=;oOfS%vL9hIR{C>ZH?dJN_5#5hmADQiOeHZL=y6@R=c+j)q(3QgQ zZpm}uAErJR4q6Lz;MT{(k4ios{{F(Su)k?U*f;1C;fL2pgde0vg}qZh8TQQlWcYsJ z3*mdOy$~+Ck1hP?h0(dSjdRJxNNbmulFQMxPdkdt5`6^7A&ZrMTZKOvU)cV5{Jo;a z_cHyy236w+g>_^#8Jlc=8hsPCpbX`x#7^wSUhKy~9L7;p)eZ_r&lQ9tmkPpT>IeKNd#NSvVs6UDGE*(r?Y!Z7l73zJc=HGavVD=3!y) zYlYzl8w>42sSWn~{u4v2MJxzE-1VICts&O1TmOg3pZ{xk+cD9%ShsDq2kY2^z=sY; zPIwmnS2f`G;pip){D?>4C#gr_A8pzh8}K`2|97Eg-vjpXJ$- z_D*Q(xfL1*e4uXqO=y1ffp_bDeGKo1ROsxQNTRifg!mnq38uim8+UOZ57Cc-|GWBk^C0U#23h|xD0GqC#vC(bRycRd z-sA@gLKB+j>8nDkx&A4n>20VQQxLNM^!qSaT0>EU*s_99J-r|dr`N4;Z5T-(jfO+k z*dT#=6pL%opFWP9gtYo*3ONm_j>mOR*OI9J`%!rNr@s$bK1Gf%(5;MQ$eJtiKTq3k zysU05n?t{2VjmlXjnUA-zTaj1M|mk%US>#h7D_Q2bJ6bD4##$qT?sZ#ifxl&@2~B5N%nlkUQ|)oT9FOpCTv09U)!IDEJtM&{<*ayWX*y{`d1!> z__;@+4)u2)85esLl4!t$=s&}}x1+qb=l(V97T$}BZ_6XvH} z-nHaW=)_Ta47mf+-s2o|9(jhYTU^x`*Go1>$4q||(qt#9OZ+}ezK|6@j^u^@(BK;D z2goOC&irerm9IGJ#)?M*Ni^W3|D48IoX166##LNH`!4x+J)QgHKOz4q*Vf@0Yvmt} zJ^jjPzy4==eb8@yiu}8Vv}w>TKx+Ml17RyF2deT?DpGm1G+zvBk}wfx`e5AoOfLmeuq=f6qP>h6|6xXcVL3)5iZlT@c36`@Ym4CXka5?cFnl%zjZh{=%Rz zjhQ~Jqf(7UwJof%_P^it%Od2f`p4B4%1uN|Wdj^O`~e>_eV&F!gIZW^>-No6_v zbz{H&Hy87<5R0)C%hB<`J9tOgTc8Y*nOCJN?P%|jEWK%nGN_!lD2L4hT-POK@SM3p z!qNDA)E~D}I=#QOeuZ3(kNOX5gx6sMwxA5<==&_&iL82`FF`(8|F@f-_fHPkW1JqX zS&XX>_R|j{-~T3G`F!rNN1?c*h#`(7nvq5yJF?=(1;z;fHFOI1R(OWwah$|yv}iNV zk~{usR5(vwL^QUXdce1!cU7}Z9CMX^4Y@{X3lQ$!YMf%D@&C#4KixS> z=jG3F4n*t!Ciu@JOu;nFz$}zvHrn6+ck;hSAHhEJA9sDY{?D~GyVe%6^^yFOY2h|9 zn!7kxI`gp*ixE2^|MECE%D;OTt^ZppemNS1lQSPbqk8g>_8*<&U3N@;J-Yp;!CS_nv*}KCT@R-}imv((LCA^qybp zQzEyZ4CScAPE;Km7{7UyvhmvI&C?qdi3#J*;4=dQE= z+4)T?*#BgU^jfDYn={$}^fu39o9D5;TK`Idy>A}CHEG_!P4sEov!Av9p!I*Zg?qp6 zo7`m7|93wMKj)oNe?FwY{YCo={FS*1^z(1#+Ik*6l_K!cihquJdIHH>{y7>i@vm?3uOING@A0qq@vr&r zX|$!D5AFQ=j@P_@=t4I#$RdZT6@`CT|2oDRb?1z|WBt26gemm81AN~-)(FsNpy3hU z_YNQU0bh7~QJ5tzI&bA~>{HyWPIoP(;$|atUBAF){Q?WjT@ap+>~#GCh)bf~ zF&*ec7rL9=Ut|&O_0o7p|K9`sf5-Iyp;cT8X|y3)lhQ1m?6Fq`0a>{Cn~&VoS_}BQK)5Nx53juHMYI7ru(*RJJSX7qMkg zGt>AU{=5C3{&NF2aT|AW9}m%w|8D=M_dbXJsQ+`||Dj#MP!yr>i@uFPR{lu8{jc>S zSep~=J<;&?VJ-OqS(2*twDn#ytH1WdvdM13z&9XyTRrJP4|2WHS`AvZ?(!;|$K zrQ&+NY^@8~`?B|xoR5WAjHOtPUj33Q$yHd5ihr?J!LPlGwfgc9_30({d5;cwkFdru z>kv~HY#=uwS`$+K$e261jof}uTPc1E%219$RH+ zGKmKMd*fvN|0neSvk(4ceVuc(`>lih(0R%H06f{ZKYK_Yz&`)+`)=pki~Tr=Xl-8V zg8h2vU1J~5EjUV#AvaN-C@w>GPj_A7s_&D;{Eid)! z<%6slq5N%k-%y8oB;HZ~H@UAk=|87&7UyvhmvI%>(9Z7e(C^wwcIl7lCNsiWGN+6; z9#Q`%)c@7${|@!PXZ45uw?nugjdJx~H0N_0ZVKPVT}1te74-wdefrzaD*NBH7dSl@ zz5C?AuX_LHsoTk+D8g{0#icNk-ZjztH{QETFGe(HCF_06AX=-Q{pV-GIPrbIW9yKU zFeM7J0j7~rTQh^~HUDQ;6jm-uqpsR(wf{Bh zf?9P8!#UM0-nCzVHJ3)BV5W{@-)|ce(%j z-2d(FKXMuOe@Ns5u>Bp^((~c||7805XGi=k9_Hj?y)UGiBgpMI+`eqW3D1LOawrzems@!UM?kIw(C_}aiQR~qy2w*HmM zckO?7j{SE@8S7zR<4@-QE>QlLc%Cbie=@)R`wsgL`T4)b;1^17F_vOE(r=g}@R~7S zdeWSt`ked)QS6~ZShC0_6Kjs}g+Ykz&FzTBMUFe> z$@;&O^wT(t^XU7OcZNkNo<3_oeBK{6~33 z>nV9d+Hq|uaRZF~O6MAG;3m?e95am1N6+s+;QH>;?;}^}nvg*^9*V1)BfY46(4)N< z2L7MkP5r&qOXO>_d@b-F_0?eU$$9dHXzzstwi##Ne#+dnE5_Q-*n874(H=fAdJ(&t!ve&%1vfdOxX;;1l$h^c{TCo}B(S5~I=k3wwW%J=PbD zBPXEmvyS`q_%Mkc?Zur~^ti9D;dSrh0OfIrcXpZcEn!o9P#C5-ZW?AF`@6z0i!8-# zVIo}^I+#($9?=@FC(RVoJlNDdF zr#`tDOL64=f#Js^^wXGca8!Q#^r0>nzY?pk8f&oQr3oS0i(nl+b-?-P8|alkwcp|o zeb;bD)JMsFkf+QF{hDM>c#C7oP#ztNo!E`jU<)_h`=>Bg6Nb{#*FL+CL9_ z&-{7Vcka)^58oJWkILa;|Cv7vf4k(@q5RcfhfUHth_`o*36*<38Fm=otJpUx{N1n@ ze53D$aM*80@x2`*!tMjczN{tt?!GbM2a7%t_Rjf4i1{s!zkkghm>ZuB`+TJDhYv;= z`!b%GC=5xzH6x8qWby7D-*H@97>?7c1{8#&JG`?83c^qJ6oh{q_4yDpj#NA3^Py(q z=ao(Cum)InHQ;lhe$30EVdCeE(R@zb@{;kdmz1N=82@@n|E@K4=ROloO7k?%;yfQUAu;=fgF}+{EMWkJxjHei!%g z5behCI~JKEfG%{uZf?L@;jQI~^^p9A7(2N$ep3pyXM*j%ew%MGB3(tps=?wfD zn+ijbzT+6b7ty;0>BG>+GMqjVIejnL0s1aR=)=HhaaDVs55?p-#8S_P3FIVHZl3q|EeI=xyR^^IJlxC!=U_kQ=Mmh|_W5l!)}U%mVOU32ld%PbVFSJL zJ?-^R3PSw4`s9Q*?~3}ywdKF><9cgcQ|)y1jqCcu_ecD$jgI;#H%Vg)%21Af;)hp~ zJFy$>uB9X4+N$NBjo-ad`_Hz@k~!f<*VyEmn~%vqTASqG`P1%ATP=S<8od=oVL#dP zFXmm4hjA1!RD82-KO8geRMA1|IgvGui(4C%7;e|5B=7U8&Mf}O&P#Y z6k#~>_K7w!{)To8_1d$%eG;|f`Vbnge>ne;jJ^ZV`o6vcq?eh0sDGlJpWlH_bRn91 zkZ}#s+=FO*qUxAF5a$_wj44nB`cBRalKRSceU0U&8)e z!Tuz>PVs*)@qdw}=Z^7zoA@6c{Ev6|A81{#Zvg3y?9a90jL~nB&K8uR9BJ)u3YGLH z@6S&9ZbW4|i>M9jMwU+$&8gVyxBZAI>j%lhsHVrKDp%gQqrw&Mu^W_!XkY#MQOY5* z-%+po?aB8%qcy1s_Ih$M`-053caPN9@>0cCNk-|CF*MUFzvljaMO{JfL>9gJ>yDE> zKhb|f_I*`ZAkX4FF5)t-;u?CtYg~)$dAT6mByZy`?xW&U`q#;R3|!^?MBg_*7KV~V zXqn7L`C>^JP9Ke8q{XE$j^1@j`BUyE&?g}$oE6TH-RJZxM*IK#)Z8BH|DyeWp3Y}F zXRm(8Ps0pkfAVseMV6xP1!D!qWoFa!`7bC5bLlPX*)U{kl;=CdS`hkTEJf!4?+3b( zK^D>cq?#S2p*B^jjF+k(OVy91AwedOm4=2#rD3`MuEZ*=#u}`{25dt6qF1zkuW0{X z(f+-n{(D9J_lo-O74_dMq46E-|IvJ))cy$8|I<@QZ+<1TIVR@5R?RF8TckA-u~$n& z8Cj0%MXqa}>q4dQP9*6Ks7C_%@vlYR547xgCG2)gs^gWAp7ToBORxL_zoCFVDBQKe z^(}CHC9ZFx>l^z@s97NYOPmLFuS<8Ubl;Kx4(GvsX&l6197POqB+-oa*OWhWq6^)~ zAd4It&&dA;`A4+ZLF*Cuua$rIq77BxQ{D;nVc9Xjtpo zTxVjvYaLJ;&WpQ<%eabbxPhCvji>$9gF?6~oMq=$;32&qe>DE3%+*g<{*=Ka*&sad z|MJdbD2gx~BQYAqXn&u*jm~%2x9Dd3W{{=l(6~hZ+X`isYJ=q0re;3lkELUY3TXYEB4qeHO^`82**U_YcaVL%Mq2&m1H#j z+4r^5u!_D0eP4X#@&1Ery?!t`*9G5aTGDsXwPdApQ!yoG^QNwEt?72${oJYFDF-_*o)4SLbow!K9 z?|sdU;uE>9y#MbyqjFz$UA_4#n-nqUxa!zzsJ^FNy(C|#{E~X$o5t0&wGAuebE|yP zYow9ifAEcu*cY4SU$_A`q;nIuaToXT5d9eVb@_i?`CqI2lU-Yte=;MSCG+D?qxk=5 z-Y)-WMG9%OA^LXUVCf7+5r!lEz%h61`9trzBL5goFGh~9pG9T~{~zPTMc+`GKu$um zck&c+8lrC~MROv(ij8sUNV4USS+!HQ6cMu6@$qCH<+= zM-EZhU*q>3-+CjgBR3%S$T$Qx(d#a$1I`&Mh}ORwA8y#HZbP)jxc->+jE*ToIV#cD zsBhwD=Je2aqxVgH8+?(TcI$BL$F^78ejLPM97PNj))8d?x-jJX$EM3qi7{I7Ni-w> z{lBm32cTzh94B!aXK@}EaT!-}4SoFmiuyw9f4qmnz3hXVSXQzWb@0X8{;nd$o&5u#ud@fVV=HpNBZAr z6l2>c}aeu|G(D!e`&Qeng73@Z;NPu{x(z_ zThE&NJxN+I{_+HJ3aS#u{K@EB1kpDM8WMbR%ym68#Mg<7NB(n%{p*GE`(Hn&?x#n4 z3#OJmA7<0LHo7*|C>d|G2O58f7i=D;;2LY9&-zjL<1K3&tfdaa;(HEti~F& zyH6dv_+w<(A^tx-6Xhwz|KA+>fAWuJw49LtW7ZZRjW$$0C<^POvjLm11+ih~AB-vr zW%OuGMjYkzN;C{|ZAdsK+QTsazK!ra#^{gr`)=$-g)yWoD!<^nFuyj}K-^&*MGSEy zQS%P}caQSFPxR z>~l#j#d54f)l_{TWW}e=118rXHqrXuu>-?8`jd6u8|Yh*U-xs$IM6ZUKxEDP+J8jf zc&$S{J%MPBS+rO0VE-vU^LVa6G-qIwa2YB;`FMUn`#JsJm$Xqm+JAKK(Ka2@M(s2I z?H%*q=4t=%N8jJQqy0l08hiNfXdc3UN9!p5JJR$vsgJB*JmQ=ajWamzC}M~sy+ZptmJLAfnj>#$ zj^dHa$Qv?<`uaP?Rjn0A9!G2xdxkuX>enCl9n=l5PoeO6Bp5^o}%;7yaj>^8+pmU&S?KzcL`SZ#VwE%lP*W^VGwS#h|DR3T zSi=ABG5-fGXhrIMG^##U$vfw-j5``VV?4}NcqCR|J(gh76y|;5j$dBfgFx#eo$?#Js6Hy`{;V( zt~+tX8b~zUVXHlokI%jkMmlyhiZKooFbPx8u~i==qP@2}5$(O*jT}At)>+d&_rN`A zS>PVfQ!Cs9vEd49r3)W@9eqVOFbHbxJ7Y&DsL$roIf%-Yc;i6+&hP)UqlUI?ZUn6fIMeiJB zUO?fC;im9yWQB9$yGIzq7vFf@{D52L2aql11GJK<_stI&WqttKCz@Yi-au!Gbja>u z{x`-P0BPi;byu4Aal^a!knG36Z?J{q6gh4)oS|w!f47J_XZI(dr%}_nQG>mT;xH8gE$OJ-BYu`DX|2K2{rRuxpF*^5ex3LY*n|r2VtTXkzuwrD za9mpx?J-qGFGv2np*z?S2iOs)6j$Z=o#bxBq_>yckLv065L^2{hQHl4DOA>IN4;N_ z2d0F#&-`Vm7&ayBpzjPt|MuzVW8y3})!+GNZJzupazcQ9~j%|0?70A|TyM(hij_CRKefGt0l71RJKPe8q z1{HeW^nHbHbNR)c$3;}U%LgX2-{jMh*Kh-UAJ_j^P#kX3Z{sfR<01Mn@D1-jhGJWZ z`e6wB@RT|7!c`B9W3tPROnoN&_>A&5Z+&PQ@MdTp@@8lmyEU{9_?wU#@i$?HbYd9p zKiSW)bDrZrf7kaFg-4?p<1hh7)Th>lhN`V0{3QB@-3V)@?>!g(alo^oW~}`tPduv+ z{oA2#$hY-beLEz^Yz)cG-_j5Btx$8F{c(r=fx5};kLm1>67~n#AUsL>Q!ouPFbk!a zjk#!l#QxZ&9p1tINNAHgw9SaVQJkx0Uo7$cw-vsNKt7#+f6hCM{Qkq63&MQqEW~0g zMLJVpjHVzgr*|DF(6><#R?=4?H-haklMOPJEwa5JtQJ>QQV`aV>kxZT5H^sTP)(0t zC}4LKge}5lNNzQ6auGY^gmrcs%|CqO@ptp$o7pFq*ai341@e^NfAG5c{gmg2$logW z|H^L}PgalYr0+)iR{0+!|Aq2Tc8`&NGMXchBO4E~zcy+&9M?j&E@IoPkpCs}zd+ob z0(*2Sk2r|KNN=@94@c=;P1g1;v)+;(NA7^Wt$o(`9kJH0)^ie9l`06$WE!!VjwiFI zrpL#4uJ;CoekmGorr7R_}k?`+N|xrNrLk(z%Vhc!;R) zA=SZWphtZU(b~Ss@901Habd`hpH0<&zr%Sja7|Rd*;9%fir77SZIZ(g^+7~^4|NzR zJR14$3T&0fW9%brW4CQ*zm=1HztGpfF6jN2g3$A9wC_hj=rb(}|L z{P_f#M8gvP?+(80WcOf1$j^UW?msbc)%(o9r`PrHf6c*PMPH4E_x)E~;-0jyMqJAd z^Z&o0etN+(rLPmW0jWKF|6S()o9n+xcnh*q^-JK%{Qnw$bbkMXd9H7cG*?LbRp&s% zMn1Uzl%o1jmQ6n&d9F~GI@ty5eU$8i#Qdt|!zNxgqs z_$%NTzYF2AxT~l+#s)v9?4gcbpa1^VbbVyXMFV-wF*k4%w{aKu@euuJ z_ilG6e^J@%Lie7>zIp!poAgG0e$x{E{|aS|%2=W*F3zzlvOJO=zomTLGuMw^jHGbGBK`-NxNdHBLiYpj$2rdeIc)G-m2$X=+=5ufcOb}eRHxX52iS$E z6yAyCD0U(0r?L~t-QuEo1AEEdPZZg~jUDplb76lJ{_@apkUWg6I;8J&h2bbYhKiSj z>&;J@seM4cf4WxtpzVD6eflHz&v{?_g3eRgmlN8TE83T1+85+Xe0NV;AN5b;!bvpa zqW7aldr^z{JpIt9U#5M-lX+-03GH8sf1c6)k@dofE9UdFR~nA#2arxDD)kXY-xSNz zkK-gxqkXOM{XuN30s05D&E4ANsBO+pG`^3&W`ap6i}Jtp6G8KSNQ3;TVbXj6QR0Lpz_pBfuK!B> zYOKLJ#P;aFA8*Yey-ptEDSi3$EogY4Zn~#z?^DK+{i$z=iZ4ecK3f0n6yA-!(QiMO zpJ07C{VWzWlb&CHG1j~>`dvI-|Kqtw{qOh1Jw!jEdSKvM?+qDCs3X4eW~kiex?My3miObj z_oK)A@jm}h-O+%dj_=_oR1~}wdOyv6_~qbG6vch6APgt_erRrvcOm*lS~OQ>q`1*2 zj(#()(7vlIbnGi*N0&=W$LFg^;4PpsVp?UUKX0xmWAfcWuaw#S!i8Wrfi4|m{eMgU z`&;_o-wHDvGYh4djk%bQg;MwNWSX6Ab+16TSKp15 zr+3(I$8puhVpUJ z@28QjWlxaj5$!{mUl*eO&+q^BocDqrts9Hh-evGK|I6f`Z(h%4h~_0EQ_6p>@gHMA z7o~L>S8)wDa1*!jAI?9z6u{kM|E%{PDZexsQkFM~rV?Z47AO|11Bm zD;vu1VERxrC@)EIiH*t%io^}aNQ_1?#$f^`;c5SqG2T2ale?;_+;v~HR754wHblgtt#$N2lL1e#O7~0n=|AUlK z^}tjAPdF=_BO5On|3tInT3&bmx4Qpi8f{DL|8Fi<&zJf9tx+G~#~#oB8^V86{~dOY zqlhDkX57{uq{%+A@9WCv*W5q*`&FrvJH=OTX2X%k5nHd`B~K$-OA$xn0UP3uck6vN z1R3+&44lPzT*PHu#WmC{;U6#KgC5}@XZV~6zUMwZ=mY-oJ^sTU{wFIprLHZWxT^s!u59$5LEz$RY%_( z*r1{?pInG)`HTzK$-`pdrAS`)?1k(9Kf>-mwyNt)`29N6Bn=ZtU;-1E;1pC)g9<9V zg}3k)r$GZMsGtEA)Sv+sG@u3*Zs8Vg;RXU8<4l-93k|f;z!Y4cv5$TH`yAWH_HjW4 zO;AAt8qk0SRO0~^-hvA%=zwSxki!mBwk)7xp8=45?=p7?{KlBOo zN$Bq38$MKqq7(Q0*A(H?P=a#DGssz(gQ}hEGy9f0$Ua?VpB}PLXV@pyqoGmzLA&;Y z*?eiVyve_w$-hS2U-#+$KU3Lf6!!mljolp1J|nLGKhOUxz#=S0a;^1m7TQ;iUZWlm z=O!+v=YQ&(WS8r@9{1tbl3VAicfaZT@f|j^_uDmqWH$T%^~OWEraZi&eDn;)`~NZi zf4cesnMZ8Pui7nrNTCL`(vn6UJ6?}f;#h-q*nlIW*v!d^@KbHuhX)shr}ID6sh{ru zq8xbAzSB_Y`KSjpk%je%>4o_bo@t!_8P^W}{=to5leo8_6mbuq%8AN$dYtnR=P>S| z??U~X?oC+SqcP55JoMhD!#^JFA3pr(xo{8%4i5}J>3Uw@l{FmO2Znuz*M=X>TpK=^ zxjyV|TpRWrUT+P@_2CCsH-_D(HijKb)`fqVxlTWt=ezZluuEC{{S|}4`|az(PI~Fo zP2umb&+i9NzIH=+cmIY^_S~khef5TLK>N#2*p)+mJAx#7%v1gFP5o=19uf9D_d@vL ziUA=dyzfiH%nf@c{0JXx9uW3U{Jpz1 zhd0Y>uB|v+9FA1$mu(yoes=fO@K0C&G9>9`zvQET?Um5voGfz4;}}k$(Y&yR3ll=K zKE|f&<3i@{*wB*rY$*HA$Z*o{h55aFxY&jj(|=mnS-jh(@AAtd!$taKT){Qmz%AUt zJv_i8^jjytqIawL$Yjq?jkzQHj2#?84#Nl(V>HHM93~*{?>C9;)&4&v9&4kW7LRN7 z|ELGVw()p>eXr;{7Cr;{wpZ-|EdO8E{^B^!@h|_)D`6fz>)B`2XBN=ooWmRz(HEn; z-M4w+aT{dkUEkkpBg1+3Kg(}Ru^h?$BSYoxkzpmh#(cmOR?*j>exv?x{i^A~#i4ex zx#q%}SHBuIkeiTQ@oLyYmLelOr+>8r<&JkCKSsa3KK;&#`teb9SpPgys6j2#s6#z= zxn>Xc;Q$Wd2$D#lEp2>2#{cNs?;txJcP%tNV7~vEtAA4*jc7tMS}Kh%s5ZVp-+${~ z{r|67H(%W}j%oC#i2Tmu|WK<+RftL?>^r1U)$9GYeP8e zy7Rb*%eaDTxPi8``iDA2Zngg*3;R!#dB@#k!$<1>XsY(DRH}b=u?>gSKhV0@_@TF6 z(SPwu$Q^wpbf6Pm$fFw#?|FV`8udzOHV?FAgx1xsgsNrUA5y46?FH`- zbsu?uM_&!M+~XbG!vj1*zyDKS!2k@x5JVrpV*bc5j9$5MWJvDq7e>&FF&avcJClaenLh9s5T1zMUxS#j$O@{Ic2D9$|&`2Yyx*rqHLM1T!!TeedggoUQ(k z)DrexIaa$-{HW^^e@5Nor~Shm=gz|d*+c*A6na>2;m+{4aU_ zr#$~t>i_4||1ar-BwHLu+ngQg`I9|m`v1TEYUnj~pywOb_ZR0%til?s!v<`^7F>_@ z{@>Y8;cLEI$IW|{Q{)cp!X9MX{YRsDSoA0BFBkS_)Rxh`+r3Hell7O!I;UcO|8R)h zhh*&cjS`jXwcGF1f2+SY<+v{5xSl<(CDZ)>t?wBdh|>M+Kl|C_oG1MUS$YonDCe@j z>I8o}|F7x|_IK`M8~>lyA6W5BIOf_DIEm9Zi}SdM%V>L(|Bu{T;z#F3_8s{ZkLwo= z$F={T(*932Ur;~!Nc{v^=eDBak~P=Fa}76e3(2ee|GU;&qd%GdcaQ!6|7rf8Hui1N zUsHZO@_WDUsx$uBGmdLi(93_W{Z9R30DTaKU>HWA7=`(NJGK8G)V{k{y}Z_dF=t4$akyM?>nClTj-@I#}4em9_+&b9KsPK zkwWh`Jv%bm-zGA)1!l<{@;HVQIEmA!dQ1LCYNPu^Ej^7V`9EL#d^qd8^SFqo?UU8o zCmpxV_x#`V{Fll9=o~KpSybo+6Gv9zZ@Be>{jj1j7*DVaF2hjO$b6=7aAwAN-*C;AH)4#^(zkhm_-*oyHtowN9VoNtl9Z z$O_Bc9TZCF9f$ev7x<_2S?I3hzw@)Z8u{;J)lmNT7=9{0xQ48q&i^Ls9M_Wt|M27b z&m7m!!vd7)i&;drxum_xt+g|L#o3iVgbL%475{B3jS$u+{7uiLAT z+<@$Ed$f~Vkh$uZ0~nCx(UWzH`%f9Et= z*ndl#UZ?Obo9&Ve3FABXyLo*&ZA zsYS2vt|w>%_%#0?TOWRGPt^M-IDZnRp#(F~XK#jC~DYecO?5u=FvS_`#T%kh$cRHvvXVciy7nJvS>xcc>M?BDMdMU zASo>FYqyIY_Z&)L4}Bl%_wxU%`TyDhYRONQ4+s2y2uD!%b>Go%#Uq41EB)-;g)ii#P_mldKw}{v)j^@@fCad_Mkc&tKhWt8e&8{bG>ohoJ29 z;xGnq1ikH{{4dU@^GoQ3^{3dD!umtcX@5YIyxx4A{Z}u|ka3TwRzq@_=EKI%kR`~^ zly~RKm+R$wGNPGFZ@LPob5`>({+u?2knRr z%8JHI@;BLhQ~tgye?OGJ$yUd0%9z6VBd)DM^T!R~>q9i{&AmiL3g_)Nd=z%J}ToJU;tZEcqyB*H$&y~g(+AP=GZ z8=m`LPY*}vNu*F#X3ul730d^%8_0kA%b|yz&pGb>TgT)voWMympD|{bJd5+Vi0p3f zm~FpI@96Sv;0pa3y4Q;XPxgY5&^%_mL`F9~t3dF{lKke*)>>QFz|ynEMta(vGX z$G30?_t0iud;6u5kRv;0zwVoUUHiWI_4MvHUf2I-{xX`x-Hevo<}V{_etYXpb;sTI zG#5{~^7P%G8*@odo++{ZcS-2?y=Z^j8=j#LK>cL*hPXySEd~i|KKObVLJmW=^7Sx+ zEJh~%ddR)?dg!puz-Y%~k#}$1)&l5U?LJq$9>xiqfJvBw-fvoGf$Ry>LkZdU`{`i@ zISX?z4-2pei&5dZJ#9Z&Yo55USD8mz+xY{C|_ZT9>Vo%& zh4R;%^7U%@YlZx^Sw1K8j=RZ*4F6Z0P22dtXjvAc6}BoTpOn9+U4IsN`~F-cFQe_c@)tREu8!@>^n>!&Ht!nU z8TGH({I7+4ktNDs@=w=)?0d-`Z{jJ;fB5(Q;TpZ{8|(|&_luHni|irqkiB29Mu9Tq zUJO%jctB=1_Y056ej9!7>-E!;%`5l;(7}(pN9olgsOJq|BzCDs8M&QeU5EcZ>XDS{NHQOhBEcD#m-xbmvB{`%h9k<;(ifv5F*dhCm9I4A#KlK;u(x7g>6ANvRN)@8=ci(>!=q2jK( zG+8-O{~LzUN1zyS3_{IN_ovR0Zv5E(lTXH773QNmul%?C=5Hz^UVJ``bG*{GJ%OBr zDVT;5%)l)CSLNRv=gh+bEW%H4FEc9rHI^eh7Z@d;IxmeXdi65?FKSSWr~BK{FS_P3uHYJO;1=%S9@^$we_+0G{^&sGTH_0lM>iUd z{>l1#jx)%j70uUQ2oJ=Q-qXSxNZe+LEwm^8X0C*G>yR z*f=e0-K#u2s60HZ|KES~{gwLicV7rw=)JGl_s+8{rT6^G_xm@>OZn-D=Y9Cnpzzan zZ8_E22>f35^P-SFO#iL%`2SI)T(^dY@UFGWBxOxEKP6A!B`mA#ifsisWl`xR^A8jM z!`uiy>(7<>gI^Et4u9SJ!~YSsFPRp0s5kw?nEw{`xNaYIwNDP;ANt?J`;-4$*tt#k z;r||fc;UH_|HbfdAfD4W(At_Wgbz0US=hVm&%%NJFNB|{k00{e5hS5`B7CTxl%n^1 zReKT{=k_;|S>%w%F*LsM7y7XNA~aY3&qPz=*NIHxH;ICARy-U2>9GFO`+sTt zneq8cwC^wE->v4~ZPc!hI(q#wWBpuv8fS4H1%JEI`@%)XZSVCD?Z_Rp|C@e-&USOd zkmtj8qv2}*(0J4QJF@wq{om*rzGe2D{olIm|3<$oo+~Ib$M71Nys!RoyMMSruW^5= zQPx$8>;GyCuOIH-gr!kCv46PboaSYGaPl6qqpXQbK0<~K&1pO6*!gVe_qP0tJiU9Z zb_(qXUG%(r?Z%V)&e1#2hITyJr>IscL#0bt-4f3!KDU|fiJqz)5NgP( zt^uJsJs=G5pMx+2!!QEH7>%(g?608SlNzu7Gh6*Llt8UANgEbfY27|KF+pp`O!x(D+As#(7zFhgS87iprut8vi&) zoXM+2q4Ic9m`AUfElqD}SE4UQeMXvvrBSQjsQjD8SA5z&b$)B!uI-Ibz8l_N{kHr$5%-eC# zuRm=MY}u{8fhXgQ8t9E^LNj)VV;A;d9}Xa{8+eH9WfSt>dLSAOanvg}s zd&-dUkLz@?Zy+ZuxzqdwvN*VF)6VRdJugGp058hlMO({ zeEY?_c9`Erpcu)u`oHz_kEYk`Ee@&oio;m?IMh$pw~O@l;!umNt3R&KN_*e$hldHy znS?2rhVq}wx87k1eFkQs$C?gv$lhP-KThlaKIK0y=>I+=&fCS>){8^k^x{xI+1m2I z31Oad7hn+TTmL_@XhoI& z{OX)-TD)$O{-!ul@i zgbio>Kbp{t7I9{}j2j?ZUDrIYn2qrbVh{EqD=dQp^p2t8#v%Fn}lcmeEt&M9Kpi17WX3tYA)UP+Q z>u<&SwQm&lDAU$iC$1)BkwYHGZ~}jt-#X99kJ{t%WcMlc|1;{pXhJjowEeyLCi^6w z)5vcv3TMgeME-wIzi^)3F_iz0i}cHgZFYHd$wQsEBCLYHevQ0=wCz;?mj`o*^{mb= z?_a&#GYZ{g!&UzOP5%FV{{Lr9BJ_j9j?(d4$u;KoB3OD`o0 z{U7%F8RvKcCSeNtzF8cmktLXc?Z5q9Viq|Ey??7ufQ;qX0nzc*iz zz8rD=n_=Witil>Z8=4Wmj^0ttwjAao(>I};4auXclC5D|dRm?hTZH$1j~yYmO7}Lt zZRt?=?zoWuzoDF^@4_DJL*Mg7;Q(17{zK#uB$0~J|5XaFqsKJ~Q|_mUo<;pg;Yg3s z{xIIX35(+n^W?F3&gN&s3GyT|`Wtfm|2XdNwBxggdk1y1wS{qj+8C;)Yk%M7KiJ2b zz2a;aH=d0DJMWr{xQr{fhQj*S>OWiCtv%xzw0F6W4Ey`P%m0_yU(c$^dCk(*f;cZA zt4*QR|5XgMrkgl#;SS=uQ%}bK#e7_|?6Ln}{%Pf?_JX)3Vcf$Y&3?zVkRQ0F*?07a z>}MKM^edks2Oy5~$*uKWZdCp|9)kQt^@8cX)A_zr{HOkJWkGtk{EvDJbIk}8V>HHM z9425A{&@Xsb?x=?rn+t1Bdl8+;D5FL^%QYTLkTJ#nhQf#UiS<}+G~YA2lJ4cs(ex| zJXtrmZln8?*BAJ05f-D&*nvX(({sMRsoG+NEypUXLH<|Ihjruzlv}Is-RJc`9+m%3 zDJPDLUs+K5k@UNd!uTT3X_Irepfp~C9oU6E$baGa&~{w@=VLt`|9#tYMPdB+e&xS! zqH(VLPd2j+Eo8=VT%)h`q5N-t|2}c`vh@eZLpXvYQYfp^_f9q;i+lrLmyC6TJb4UB zWz-4sBzpfkgwtdk|8SP<({_B3eD^bPf4~>Q*6H%+D9>k%@e9J6PYnz!$@92^Ysfz2 z{~sL~ZqPgQ8Rrs%!Y%q8bUV&F?jk$21KbnVtIgs8+4FmA*^~XYDlahrgD?ccFapKs z`{wguG&vR(a|ecT0tl#uw z`AqVwHH-U>!Cf*=YVh-*ywdMjR<@p_ih5lzW@%9;Zvcc7SqWaovX<T+#+lcFR`{ud)ArZxUxS+2Z`nQ2xP4>)(?(ag=@N ze6nJjdNNu0p8Vga&7NNVnIi2eeB~bZ_t5=al|OH~KQhiEjQxCh{g>O{f0&5c<*D_S7nO$v*aP2ssP||M{x?cT@juJm;I*IKE;W(3iB^ zeQ!`G7B(9B57>P2$@u>X^hub4zTX@BZ~Xr>db2XTguJKxpFz$-cAzrmIqMbBJ9_ve z!_^1q3($Q=9=NWJ9I>rD>%PYdUxdY2ise{|Rj6XGs@ba)n^?mit?glZZn8mF`KQPE z_iSI|OzrFZ)@HW0g^YGL+Tqrb#{aXu?d)xi?3m8(YJ2Y*%3cpo14^4Lc|fI|Pn`{q>9 zk06N@st$gfzDntnmRe~o%x^d+eW#?;IZenShdhqq1Wuw&ncg1r89EU6RPB-=E=)CPcp(*XXW{l$?8!NrngWl_1@0p(2>)pJi-2zY6F{-22qZVmwZMRkdU$|6z zTj(Si*ab1 z|8f7LzJv~R4wlbHihrnl|D5^uzeeBRuGWP#3Cwr}5v675= ze;c+U+W#Ky@`W6Wq#4)nxE5A>i zAWz~n&f+|puRcnAvi;+tu&l7m-A9Sb^p0hJNaQX&N?f6r{fBq*)*ljiVO{J0km%g_ zheXxGM~Uh&j}oczj}kRx?es^9G+F1kp3HwDb&tCXLq7@aDe@HwK&m;8v zJLNZ$!YaivfL=4oy@_`aeF*Abb8o`ZlilmoM~Pv=ny)`fj3A4V-TNppnjDLa@Lc1g zL`VCh#5l(jP}mnn8PK`=QKAb~Bc)$jQ_@-^?X_fjzW+cyCb?z`rlABgFbi`q4{aBe zKgiuw{`80!UC5&w4HKo`eKsW?C7RJ9&u5eYS+ezd9RK$)u|Pceujywcmm+!QVWLv_ za(d0fhl$kPhl!Q+Rj5}FuVd%a=N=|%vGueM??Rs5jRyI;Q5n#5Tzg+y|6{xMKxFBymG%)4M+$XlLKZpn{aPGkkN&e` zWbe1tEy%6v&D-?h#xXIc9XH>%-!WPKE&V=!qc5GFU80VIi}a4!$_>8CW%?C#D^v35 z@*F$ot8WPF`LgfaTA#hYwPuLpTeyRJcz{RfSLWOFjXpyTz##Pfhkkr=7%G%$Bgo2g z_FE%IBS{}ijzf+7p1SS5HOluF)Lk;(BYOT_z7~J)Ul)bGzb~@iit+r>f8r-ha9td? zGKrjmX(&O@*PQzw);#@g5u0xx5@CgT+`m%qrpLMU8UE=UdI$TSd(Ip``T}&bt9f)K zv>yn6I=^r)JH-aqvX|-O>@Mo>+V|cyi?I~Tu@bAW2J6tap8vhse~=xg)GyAlTkKh$ z>~`G1_BM*U=^+1`EUbUWZblp1ii(lX>d*O2VuQFgVGEKojsKr)P6NGWJ{vdt*-%d3 zfx`I1y=>bXY@F~zGw&zxmz3znA#I!rvrzFS(v*Y#bRHDo2Lq_lAe2H_WX`d^WV)9UgZ1 zuRYj@(rS53-&P!Jc0|8JMgM*w?n!sJ%N)ex>h{j5;Kv@XTnd8dY`UsLKZoE80$!6RXVN#sE^^4{-;a&6v*^LeGGT? ztBka6pmR>(Bu?Wj&f_93qiwx@n$7y3p3`rGPSbsE($dm;yCVQSa+r<)T6eiD5TM2&R^N{`u{)Yo7H|X!g+oCnZo%0&kqd6 zj(gP~Mw30iH>Ou!9UIU2XMIED1WZEQdvFSwA*Ycg$YzYQBxj*R|7UKtvXSh3Q`t!7 z9aqe>R;M%!bIu&hLvph$8D$d|DWUMqk}Ks$>;CdtN(vDKOYUV`QK=IlmCqtdInkNwcdRpRIGOI;)!eH z?I3p{sqei~_#S%APHh7y)IYwh?o6*k8nxKxoM!ibfINga{{IM>M5af(Kt{T|Vjn&m zgFM?G=jA;e|3CQS`46L{UwUiDOaDUYUn2e549cpkTkX0ma`Ac`!wH;38@u1mpU8zPI=bL@Zhz;IeTXK@}EQ5gSUIWSzN*Tl8~ z;{&eHuc3YvyTNun9sfU&J=E44?coi--@+Zlz2nQ@mREjL6dpK!gns4n2nJvfhM+Jn z!#x((p&aAANPp`=`y`SX$GI-=)pKsE^q%SY@!soD@7X)<8uLOJCXNv(#%PSiI84AK zq$)jE@1W|q=X}X?J?Oc5zO};R7>YuF<50E{HFMdC}A^!l0lKdehUMLg3`g0i-v zFoT?hIcR&R{o@VKA06n#ACJG*{=sKxI;H*Nxb}}r>IP)iaVy#Lul)ZPjs3TVU(fT_ z`4{H`EW%4s@3uIGvO;-z&%0Ua{7u+`-==KduZ-TU ztR{B}i+u=t$bHDt50Hlt`w(($dR&+Hh~p&kj=LRqX4C=5s;m6(o7xx1nuqK^`Lumu ziE!7{p$S>!kjF8cz|-}A9`a-Fvi~>PfA%{+m;EOj#<2h6*?+QmI{Qy%9B0YG`ai4x zc>SM~;!Fyw#A$lXb@spK*>IMg*QQ$UxXy8!tmPk{7ar$57UmZim!I|iFABSijJBEF zT;IhQ=CLce#}*SVgr_LG#f*G%?&<^S|m{adJy`Tt!1@Qm{YU=W5N*`NO?KMbSS zER#2Uza!|ysDDe|5cXvKpV7j`VjL!55_+sxF@-FQchnbD=no?Me)mk6CcFeQkT-{` z>=%4!dUFr`=juQF`FV~PAj?iIA{XPyc%80{b}RMzZZht1u+(oo(Z42p?ekau9sTL- z=Ss(`umJZ02?{MBO?7==9z#$w#5^ZmJ zKgd1j{ov{RKYC&PpUlVO|H!yjV9Q4D7g>7iGVTAr;QRkf-M>vcz}wF}ZqJ(hxc;3I ze;t~T|CKfTqeR~~JSC+F!;<}Z|g)pOC`Uhn$}$X8!;5|J;}7-QOhfOu;mi zAS+!N>6=0Cc+a=B%{~D1Ip}trcO2*Vb?(-#D{KKO*4xK{tQ=k(7L!X6pT#WCbUD4| zs6OtGymvD0F%ah#$2rC;{k95gunrqg_OiA8$t@^FId)(d_TT^xA^)AnK1pHz%SLlu zLXq)z?96wqG4J=j=U)v;vZvPbC3}DCxspxDB8NPV;RH^i@9X9Zl4o%qy+7kelX3l@ z%j6YY!wuX*+*9Zdc@Gcp2w7p7h1Lap&+{AgxZa!psd~BN?$>+=!n!7_2T#@iH&y;e zYN!0aUH)f3(_|f@k6c*)>8>$|807kLW4hlh>K}&ChoQ~;ZCA$U$c`o6$?T8qzdYWJ z!uQ6miFAh^2_kP`85@ZQx zU=}K7DnH42Sb#-H3aeDEEvDDVAG9?W z_SdD?uP|@TH7l_SYw*ebpLLGguJXUHv-9`ad34g_*!Va`pqszlFp~XsPSZ{Hmuz{+ z{^~=>q7}^-ock}@hs3oBTaa~L-2bkW-Z4tt&MA!l`<`-tjPs}ZkBR<^EO$(zQ%F$=HWpb<_L<^^}zOYEZjdIO;=Lufk4x+#4vbep7h=x1}FVXg)6eN2Lu}w4%9PIWC?PIEmB94tCD) zXTn)}2b-P4dHO}fHU0DGa!%(M{UmSbClG!G$=S~o>f&4F#fl!!Z>arrgvGSRJrC

qy)pGZ)N%CGR22{*`Yvp8iYP){d)7;>o&N-9zOgJaFD4 z^nF9zUyVFZd1+q*}Ty`S~p-{C|0Hq)qMgX?{>RU_rc{=Qk%2rH|4 zK8$t#I7~pkb6}W6PQf&E&Xt$t^*rKyqqghX1Cd+eo`to1q%1)8g7!W%3}=tgL~llk zIC}rX8sB7GKX4Wq+rG9T_La|ZJP!-77)#OTnJp(*qTpK45N9P?Op1TJbBH{GBvNQr zhpQu-kVP&^b|JH$ouEIN|96aj5>M9;J*ccgReydFzc4kDpEQ(T#OF+-j*ncAMXo75 z#mDC>Z{;(eaC{o&<~F|D5TCdHZ{!~GbMNx+`NCZb`Dyd{X>yRDD z&%2=in-6wYeCKfymytZ9|J!d@=&?;8g=_R1sK4aikVagq@0PG;_jQN7hwL`v`N>Df z?AI>9ckEbUEdM|FF7dSge>4Aaz5aiGX7yzMF;V(ayHMOS{RiS&`vY7v2tzOoBT$Ud z7>h#s@BT^pcWd83HyWg~@v8KDE^)1d|J48A{>S?tj1y<_xb#cg1bU5jfw=zvBzm5I z@wERx-s@C-z{2C0pA7pmg&yaam5}A%^M1?$>7MF4n8+rL@xIYPk86@%lV@i*Zx-gD ztVmnXd)EA*KUx270loWkQ^O)MwOxL^>6^Xp+r^Xh?|Q#suF22&u58s}=Pku@ti&p; z!8&ZfCiHzS&UrVUf!_01o_$81f6E+^ggpP8xXC!ir+%XUpvQHAN}XGd9oU6E*oOmX zzv>%A2Xg2_C%TbGBU{&?d}$sd&m;318!Rl2J;U{h#Tc=}ph}s%QMrvnKP7yUB*}>VK2@cg|@hTO5CK{hzJE0g8EYYsac#OJ zo7wMuc?zGLA3VVEAPhn5e;-DUK>1g#BdpvkrjN#0j6+p5`-_ym{2IhL{b|%C^doD7 zpWvKHn1X32!3@m89JGy({no}f7|+mw!u&tuEAr?*X#A!2`^F{uv7OgEM!)rR{nlg_ ztwV)L%RKQcz#=S0Y{Q8A|1G6=>}P-XT7Qtf65Z@-{yzJAoBbtM39DFd3myBg_T#C9b&$ZHXCexYN{$c(9yXxk?n;Np#ca!#=)cG#z$*sm{Y&+%q zIIe#EP2bh`v{Q=b-CEy@zNt3jIodBszi}RMtVic=V>_ffzgPO-lm5BBzlFZPCB8rM z@%&TmM7OQ~kLLCL!Y=Xc!9E;7HY1;`FfW(hvHNiw(h+(R-IL`jpd*XygQCDX_Kw$r|Us773iw7$z2Wu&*;2QdDo zy{iVtTzdj1aT;fF9vz#d9Z&WF?7rj~AD)p!vpdW%D?pG@b1r*E9(3Gc80D0;vSzN2Oujf zgF*C;*W|x3`swJy&^^-qp=*@;^IPv1r)c-%`!^^Tzigjp=M-Z!#-i-==FSpR*C%edYD0>_``1nk`$mlqKiWPqe6afSVeg91n=kvh@WaaS;Ro|S z8+Owh2fh><`o9#K%}Z)p_>#7fmqSbD<*>$ot-}Uv!WNX`$eAx2rYAKo22K9r4oEo>k9TG;X0`0x+$zWuf@o-^_b;rr71{)I1uog*iP zJ3U&BUS=B^lkwYHG zQ0_gPAWz~ns&Z;pN+TS{Z{x7euzNcY&xJd8)iggRVr0<%3 z1%1DJJzOJip!~=DVDq_~rLFAKMd6mPJGh7JbJLAKlUL{+ckOMDNA!NXeE*m1ZI7<2 z_PWP2!Umw?l<;2^h03GT!yv~)kfaYIN1$fcGZ*2+NkE&bhoAB_xs zEZIEUx`5;a#Jz;N(Roze0J;0>3Yg@#DX1E6{UPHG3hNK0l}j1p54yAyk@Xj}Zzv0% z^lwaaehFsaU2DaZe^?aSlzr{UP1eq?O#7qpj~}UfxTi)my`ii?%T#46vV+w@Fh^Xy zUn~jp$e!Aguz>7)Te~N@7)ufNA74)Pye%J+eZMXVtH?E2hYhIU>ue$`*V_+;EJc!D zPVPX>Rb?^Km(;KDr2oH)pIOb;#WD6Z)7hml?9vkUe<3@i9x%(byRZlQZ~%vJ1W6S9 z|7~m}3jXhVY$NiA`M+ooXX8NrZ-2h-P5$p)wzcPD|NoM(YJTeY$Ip1{Naejav%=#T z`8s;XN8)B@o9Jc67Zm(|HoI#o`^&b*y~8WSdp>@5&PncfKAA`5b?NGouASNmzN$X_ zZMKE2F8Kd@rE@d;>%Ob~o^oAb{69U~<-+{CG~Zl2CvXy{aTe!s5tq@%mbWic#-jtB z=)#kAz8Wq_KboX7rnSZWWIUHFS`P{vY;2!+uHgo5Av@VQp4T0E$4KeHJ^BN5uaM@A z(!W{y@km(3LUpn4tBWD7ojiaXgxEF^$4=H@h~r_Xn=bvMyyvOXi7K|a+V_xp&H7uY zo$C8X9lahSTvLqE7>5a%gnXO+X0q)je|x)pwN1W4+!L>hzngFLuF&wNIyjn~*Q`F? z@{m7HX3=_1{$iK6A4z%{U^&cGfzGxj;@-)ukJeu$7Zz3<_3a%lm&KK(+H|QPneVg=K^gDR! z55D1B75>!!o&K@^yN&<5lmEM&|C<>U_PORB9^er^+5Xq>2j2fd{(qYPTgm_D?|1V3 zyO!|(XY>Ex;QycE|DNOj@@EVC--$ER#s4Q;T~|TIJp7Ef24E191Npzt4GKf(HG}!T z^zu0W#TcymjqYu&dra_ug%5Mi2o$3^^FkO+X52&8J&bj~V;zq}&RG8rbn4rGdVlV* z>McGfQsS&ZoKuiS9qKW`wUaOf(@=sLn1wlL^PJjuNA=PRBCScJt$4wnAm#!}F0Cc8H*r>{hPfA@y8b85#7`Xl?a%I|Bi z4rS_md6a*}xHM~`ZxXfzr6|V^>_XK}`G2qcj~e!?R(TL@L>wbp|Il8&&e?|pIE3!- zQaC~;kwV*M`TwXqh7J_$>__sL{MU_!?d;!7`G2mwO13PKH_5EyRx+;tQzxD#WRZ(< z2^)z#J(ejscJmnh1Pc3l?w5ae`!DjOu(7ZLlw3hju;KNT)JzJfYs zLA~QzGOjatLs;)G`Bp{x;VaH3ACj$FP&Jd|4o@d7^fHvh0`U^pVSvea-XZd#$9$HA&(c5Uc2GP+0#<8oQ3l z|76v51oul4fVJtor_$j4=BX_)7H^9U=y~WjSX(Uz()13|LEM!HXUT6 z*w?t%Ps42X4^2zhI(DjMF57mS{X;7%)*5FZo^tHKE+pSF{$N@Eu!kOPcMALH2T<6T zNWAH7Y#4b+*by}AlTVTvGDX%Qd-d6{!TmSUJG#t4IBaZyv3s4`7rMzjsuJw~82>Sf zokT6tC=Yd_h(k#n5Ku_(X5|Mra9QP>~xBkA`nx{#-Lqd{Da6QzH$^gk#4 z!=)ctdMo1m$1>|smz)3j?q4b2#hXk&p8t57UUS#IUDp>tKacuL?hR?gxfmCPH4oJX zKwd$1x_3t2K*oROE~uB_mg75kI{s+0Z(zOmf86{3$os$G{cGQ;^$ny^=NpQBMfY6u z0FTgbPuTi?^mEAp7=*T)>c8@MPC3%CP5qbNMbCE`XQFIqkT)CA=R~UbAMqioZ<;c3fmE>Jkh*LK@yOmL4jo}S+uAMj=C`M5sioH~^MSbzTSUI`U%dDi+_n}lVNL!3Jq%f39l z<~h%Ay7H5L0`~Kg`j1A2DKS2r z#A%$xd0fP0v~4v19l2BHzaQ5pe@WjwnMe2C;?U4OGBoZSX$+e&u5&SX>UU84ta09n+2Pb^X_s9omzWQo-ME3ik`ZER~d((el5WQov zw2d;(fIbY}Yo$%UdYAv~^dF^f>1#XuYS{Xw?{B{O_tme45zZ?{B|WvmeYvJEkLx#{ zy>!QQ4QiLUPtT!hqWeec4d*@Oc-gh%vl=&HChZ}!_X76~0cxGV^<{>LAg9Y@CfxdezqAx}_J&!JQ zVyUnS?{_)55=r_hat$i!vG2JC>l|-D9lah;`uz(2^59>5_SK~}v!t}&RTcc^c~zQ7c{4&6PTjr`Vi z`*B-wg?!%>uR#uZB-`bmMtO$*r2IKSKZ&>|KwKLzJyHH4PYXMXzQ27noF^~hGOpkn zo~Cc8Hbuuhzj`IyB76V-)o_O_?78~BHvg|`PxyRMcp&T%`hI4O|KAmdo`Ao$Kfveh z6VOl``hDO##Q+S#5DY_ESy71l3yz>?v@d3dCPFcNG{)lT__4dv{?IcZyKic9WoxRt zlq(tb?;|#a?MkDLUVqdWW7kf=Buv3HlwbyC;pzUn1C77aX5Wb}?eAn3asSQU~T9oU6E z*oOl+gd=G4%-d0zXHRxscwD#2t6z2V&7SU$^d9?x@e@Kcag*r6hN&iEZ z-m#etUk`d7-Fw*`ba_slI3_IiKb#;>BKAL=CeNbK{~-Rju5ekc>x^G~vTtndaOp(V zCH4QCYy^A!pXS$2|5Ugrp3As`{NFwwu8}uz3wO|_uHTN_1@-?k>g4y;&5_@){=b*~ zSI2Ku*Kdk-efhA3%s7r?bXuLaZJ{=R*?wEWmeXUu!#(jnK$c$c|NrB0+d}R=aq|aa zy}#fGIF3I1Bj@(pD_>v$;@sUz45HV#w-mo*2z?mp9oIQdleO-*_utsqTK@ZoY%E4N zr_9;_#pGy=#W+mBB=o(apOu^zb@n-qwRp0gV_birM0l^hnHgkUe`8KO?>pM4|5-c0 z&jyBhju&7N79*$b)q%Fk{-NF6hrGI1H#+HE>Sj&Co73ho43>|OrMDh5k0E0o13m5y z71xNUIw&9S_1)47?OSWTUo7<>%drxxum z&vMQtY(Xi?u>-rX2W|TK+xgl#K6l4z{`GqPwZ8Q{+0EB(;NLbL=KrD@Eyz^!e|PhL z(M;bbp7Y+}0rC*CY3JYwy<-L6+I=PIDRi&qTMO%2&(}uG_Z2t!MX~-zPhNNL&TB#? zJ*B-M_MvAT=TJwF`xrc#=U=r<`o)vl>^!no{OP;mc<4N`+_?h7Ex$?hxPQPDGB-;6=tS3R z%9p{)094#G_y6ZbVSCH}5vDn>1W93)m_e^uEo~@gUkmL=%Ah)=S4gYyS%w%fip$nC+1OoV119hS3e#0;YXQI zhhu&_fjw_NAAX3#yF)nXxFYd(II>^=UHjYNXS?4H|Fr*mA=$GzRBziDst$iI)V%lI zkV<^lH~XDX`{s8;{r2yKx`W>djXmEE4T*2-Km1l`8u@L$!MF4=d@Gz5=UJS`MO?-e zT*D3A!W~piH~v67KngY51!^y;R~$F~0QDoayF2HT{{I8VkI?T&(y2ebjSX!_?ltWn z+6+2J@&A!WHyV_|jc7tM3hf`0mE+U-|JnwcM?M<{h^w&vuem;h=yC7FjJnYfdPhdw z7)Bp~?%U#4k0`9aRQXIO7FO}*vtcwj7D;ukapVM44wf$G*I<(4DX2TeK8UZdjzbT- zQO*BnOHy6@e|}=^80~-awaK9#(_B-68JLB#FI&TzoQDNytK|Qu`3Pi37oULaa-1g% z{{KY&KbrWX&1m66KiQwA^&r1O9E-6O%~Sh_`xZCKK>Oq%>x9NQb$@Q8bTZ*guZ{;TzW zw{6!Zi1K*;O+E;@3wy8+e^mZ!XZtVL|5fMvWc}}eI1b?mlIZz@`pDm!6Yx3pkzc5{ zeP(k=3GdT))%P;{PH#dMIW#ZvEWY}7$kUJE1md`+xEApIc#{djM z)#@#wddZfMTDT?DY=0-zZhI%BQHOdoyzx$GL=&3Pvi==)$jATRO13R|C$x`$C*;QX z|LOjp-Zj$y5B2|d)g2zb6NdPoVHkm8Bu8zre*cy*nqE`szcH3R4)xolf4B5!w&)Am z5+(?ngejPY63oCX%t2wjCGAqNo-)tz0+i`1$~TzHNv}#9|Kok6@O1pyaP{=(*l85n z4T_AdbM8_s$4aci8np4@+P516v(xw=vhyJSjx?SibdwDmjsHQD^O~<3^TPMbkXf{z z6XyF_C!P)1ge}PK_x;E#rSzDmb10|pKsWoFpUMVLWQ)n@n^z1shRAPwki66{>?04L z@`Ai}U!KDu$45}NS-m3KUNXJj_5WNHlEPES|3bSX*@P@|_~i4;J3fXosd z{!%2)I`@wcD*cF3N8HI9c|gub#ZVKJFf z=G6FhmeQA_u)fPd^*i;?xW3CuVHFFl=}fLca<2DHZb0QsbBCmV3Vjo{pcLiUfnBKD z&#yr0COh(w-MGrHpcmHvxx~J)L5*qljf`X2Tji zbse@=0raQi?cY;B z->ytJ_}E9!Z&N>4zi(Km{=Y>1pKRs_wA@$!N0#2&qh9_Qe({UOg^Fu5#$p^MpwE21 zNo0@wFoo>3mtX$>F-Cx1f*FWod2;-Uyo&TJ$KC!bk1lkIzxg?1Y=qCl0xUxIl6$~n zdX;xvjl%j??Vbz0(EejyZ2eGuYR*}Xl~{!}SceVRgtp=Q_VLyq81vYV@4WEXZ_l6N z#~`U=(w*g@ZgzF$5Y`hH>ktk*sj_Bh^$12}}_!^icZBlNhYVd{+W4D=N0 zH>(dJjoPEy|M}L{eALu-ej*<=t|?dO|8M92X86CZsY4U8$RUqoIDxh<{olsd=lK3{ zoP8(Xzl+Q}?j{?~@qaJzf60RXzn5?8f3jq&|83@no)ph%oW*&>xd9nmq<82C&kY_F zF4Kph`%V5opSa-v^IxwBtKbJ;BX1x{zeV0bB|WuJx|Z;xe)g$wPgvbh=^81W{O7pN zUsa>@BX!Do$A!DsG+Bq}{}<+e-PRwB2dmB(EV z+4ueO|6cijr}V$U{-PNz$RN%WZbh^Ect$(}FbG4C6_#<|!{~8OndtwIpckXtaUNab z?!;(e6`sRbavYNM3FIVH4*uBxKdQ~j@if%Y&RqdAN4J{Es?% zy*ymvni-gdIhcn9ScJuBOY{F%sDG?h{~$XztACJr$K7PZNAf?Ks^!H>`M*ovJN($c zZ{4eW=~8ZgT)r$7-*V*tjsHxpL0K((MZWuMWySMFVFP^=wxASo-L7(S2X2XVTEyS>-o|%**&auKZ}HS2#f9F6)T3`EX&X4V=wQos3>O7ZvY;escY(Xi?u>-rX2W|KH|A>41b!=yo53&BhHE3C!Pa1gd@ntbNJ>-`u|JWy~kKp?2Epy1{%Rbv&1cK zanmRUjCjN?M!e#sQH&T_5hF&77%^hRfJeMy#MoXNf!#FX7MHkem$<+Mw%xm5bM|x2 ze$F|?BVJh%BSwrEF}5v6jM(B8uXurdKQ$4Ky4F7X+&{kg{i?53@U_L636*PuyqT{$1}I zsZ{@W`6jdn^8P<$(@yRFmByLxk!NC>cMT4&lW*d$cn6)!<^M8yjO>xmd-up&$kKD$ z)c+awzw}$zu>a-5_IdK=0{Nfp5RU#o?@6b8n6^9l5l;C3d_q65e%5F7FOb_P?G4UB z#`UwBgZuZre`VV@i2gs{kv|~s|Kl5PC>j)g5u$(6K5m)<=8NeJP#M*V)U&%C0t7O-{rY$bH?Ys8f|6DS@Ef*%J)Tl^XV1m7R&GE z?jKe^s6+DOLwl6rE$RmhYzbk8{jR}v_&sjK&4~XyDZhVg=zH7vmvEf_*MGf#dD8nX z(dH+sqWccGemHNB3;w_voE({C<}4`#Hw%$>xLR z{~tF0f1A1fXzw!qk95NLe>MMrQO5VtiZ*?e?MUgfOfN9LKlhx_xr~26DgS_((noKl z`en2Fh0L*WpK?8E@AVn-IlO?EQ1PRFhj)!{>hrAQS5Uvp|LHUSPoMDb0%<1Egf{p5 zvi)B{4eF70->F&g8TkHE?hUOm9=Y|#|5q9Rw@}OTk9Rvt>X8L1~ekEj-PUif1Th1$9#lO@EN|qSNI0sp;H~( zrLOHJ<6M|tG9#QNbH4B9t>(TY%r&U?eRi?`wJlSgpYf3VT$mrEvAWp%MD)M@N%$BB zz3kgR!++$+@>*kQ^qxt|26gVm^h=Q& zBmYj8f6=QC;c{_R>-p=DGZ6osaSeGL;y*O%wc#5M=yMdl5y|~O=ifuxDfDdl;Bd3} zTX8$?#ND_T_u-fQ2M-88gvU^R89#ZlZL+oWy*1hO7U3_PhFM5d$O=$j_9cpY!z zuXqRV;R6g@J1%@g_I*4qd_wk*9Tz?$zrr{84y%@UZ{Bs)KKD_k|D60meEAteLJd9o zF8(Ckuu3_gyh$vR?>A}#E>{kqcD(veJyJhWJyD`wAoKoj>WJw7|A=G1K!x&o?bH6x zNgwnVWhPEVr@AUX|9|~&>ObM!8ugzvf93zL4oo3^K>fGR_MPVE?KVGem%e}l`~%qL zsiXQ2_G=%YQ-6HdMD2^o`VYwby8UEUI7g0j4X4NJab0JUXJZ`B!}+Kk?f%r6_0n#T zZX=nHX3{yEx}39+kAwX##-+F%dHY-ZmGt;eoo;pJ4Ei<5%~$`<{n`FrWPXIWs+rm_ zKNmQw~J4@p4bM-`x%la*I%$t^wV!#?)g`HHwo{ET)AJ~ z#OkB+^922Ym;BEEt@t`f>uz*zm;ZOl|76cz`JbM#Z{ELSv-bC1{eKhLAHL_d@$3(z zkVXgcer?)=_e$$NC`*G-mev+%v-;jhj6;3IT-!)MFv;SYS zdjC`YfA{DUvh6E;gYWPIenK{|6|Oe+OCPjFe!!_1iPLc=&PJ8?&nwuf?A;;{-D>|g zG0wL0a6a?_hE*Gaxnb&0<9BtNtpQhQj`l?MaS8jFU717^n#TZ#4mo%3Q`ip!C1k%sM8(tGx^|2OJ~c#>V< zyU(%Dv&ig`)ax(h^b+?mHQa2UThU%{fqt4v;dc6+xEuH4K0JVj@CaU+71z-6p9uQaIp$OA z_xZPiE5fVhBUYCgS1Xtv8fKM*+S$`W-M(qc+$o`{Y)WWcU@lw1CE8#5A6#>swoc_yY1UU_Lg`y@_ZcQ$?eqtFwgs0;6BOx z`ZtZ{XzcC|A*NiEoem>+L1yU9r#2V zpWzF9g>Ml3cD^I~t!t27JS6-;{|V9e=NLI?tNevi(N@Vvf;=5(V;rJyL#jo)h~DGg zx{+Uh?^S(*^ej&Nzc~I6vhO16e-5(-pmF}ZKg2HO2hMl=g}4}(;&NPx85nqy&%#CK zkBrt{5?=Ghe+}1>zemk9{txo^jr4}?o-J;s--;%B5((vdwDoF>)Q{?B%VSv%SDo$C1_j>9+Za$Y3SgxLR| zwqG~0cpd2}u3;LVK6=k+_m98Q-$8DvwuE*^X1V(>H7`J1?En9O{0KGTKOsLuzW;x& z^WqEPuaF$?ypvoWOxBdSs<=a(kleqpx^Z^_x&D3uBlkIXkJ^KHgNuHRu+shV+V~<(nu-0`|+%rA2 zYL}dCzj5dvHYA)!_I*7xoKFq}Z9MW~T#CzaC1&6nT!-J|M)YrCPmq1J#%IZaZ_SM^ z_H7~BN4JZ+6L;f2WN#=550F(`UDMUmL;PpzL&A?B_C=K6&o6-PQHv+P=h%Cubxbz73s(*s8`*fju_EqfvtJwcng$%NDt_r!CSB2(;`ROV1(_73>UvGZ;M)T8=UT1zfs%(q% zUp|o5NB9Iag){VB%?O{-8w<{03>~{*L?s zsjjQ^OS!JHtHMvh$B=bR@w)QYInVV~y1vb>ug>*3XZu#yhcr6SxzGI_aDQaaQS;~N znY}aAujbEthJ&i)1)PeJI2}L8BWIFlqjrJkJN_5XceLj#o#Y|US6Wrl8E3!qa6T?X zO|kp8&&BkHX^x#TBV0fjo)dU{}=e7 zin|dv<5t{`JMlO3|FroN$gk6(p19jS_u@W0fY|1s~-Ii=l`wK|A*E| z@;}d)Eg_j$i)KgD*1IykvZ zJ&WtAeA~aMKb~?8&)~UuEf2CCD%q&?y#L?z)|;Z&q>Nvz;r~Eya4q%rsiD`S>8P}k zK;tU9xH$i>l}txU+zXk-FX#WgF8pSUFVk*Wr0gg2^Zzpc^Z9>&b<8_>4<8`r|BuK| z@EK0d|6}w2YW`mf|2+J!%>VmBI$z-%e21FSvAPBEha}#7b-Iud>eG>aEuQuO1nma!hI~`_f$dXXwx21$58i zAHW~Em&{lvAWP=>RoAjh>)5CD3)#PA?B7MwPW>(X>{^) z?pn_OfZst6*~{-BGfMi%p?T-;^e-CI-Rt_ucHxx$(#x#>kE;ESl};9~<4x4Ck*g0_ zYmI(l{egGr@1aTGM3S9;V*P;+#QidVe$KrE^5fc|Z`L=H@a-fI>;FUfmJoih?@u^}K{e_NoQje7Py7F7>i@%k=zlP3 zP&i#WXX0#(LwdIQ7w6G?)~J7RKK(-E=vibc^$%jr^s__sFT2>bOHpI2?Q-%;RMYFX zvFkBI_!=bXO*pa6c5Jg;C;mjc^7r%`aWig5T>tM*@^0LV`|toB!Xp^?(ti@k{P@F7 z`t<3mWBf{OYqHNfc#7=5O&@-geEpw`@r#SX3uNsw{ST-|L!ImDQa2+>Z$f!vVR*@Y zFXI)|pdLxIqI2ml?87ng|8V)gME;*D|L>9iwWV6nYQHw+?#chZ(L3fDKe)?W0_!ux zx&5*Ik(Ork`&p&U62~sOg<~InmV73Ly`oNODzY|>ZC~IkRL!#<0$Ht3 zxTdl&d`EBF&-aY{3CA$#-+VuP>PYcJ={+s#qpjAYp^rrV|G^v7vDNC@I`yY>)s0uj z;pF^#dfrYYPj}3jI2+?|9?r*wxEP)L^grm+?smm_q|mR-XsSu;m1zCgZJV~9TA@xM2jnd}F$cJhDF|ESJxlAp4Ri^HH= zWiC!d>;uUAE7h5+A>3&Uuxq~OztHnX?kML7QZJkG(cU26XM@^PWw7BdsJMP5YxEG!4jQ^v1qxt{FW_pe7XOJy3{=eM#zwz#toyO0}w!Oyx$&_%K?66g3p={$gk@Ceey_Q7NHp5f9qj=qAv8ad&taE9zP{uBTITh%fyteoe)EYklse_SZH z{zL9v<8So(S?+7j&-3qJbnn7V!j1FXC;5~#pF#Nq>ot)t;3d@fRw~Hal;^WXI_srF zHhMM*&n0NI7a?);l<&( z;(rbs_FNdAoqb{W(;nkx%TEuLMaIjvT^#;gY&>n|nPKDXGsBBT{}}$_nqD6DPhqoh zyG^Cq4qN@3a_G~X-&*wu4}P>V;(UF{$oBekMjvxcPz9Q90_d&KY7+a zg_eRJ`HuV$n)-eS$%5}gV&Zq9@xXVXq2Sw4uT59Cn{Vgdk;Y>D-)hIH+HW&CNr}IcURC7(Ki=cr^!soxYSi!5;vb+l ztTTqy#V;a`|39w%f7Bce#5H0XHx!1IE&dnCj$W(~lBg=g>_UcgIu8NZreP$>Ok z={t88IW!xSXhCbKu?Do$e>p#)%DG;VP7UgjjCvXSd$cwKy&>V+kfwJd{u3Z69DO7k zkrnqk-o#&VvVKtay(9b{K0^Ng!^V|9p?`)i@D*y;^Z(hX{l7>1KjzDW+W&}aOvLr4 zWBdOb`+bKW@Dq++ zn@5S{Uhi#t9AEJscbnVj8b{)EoQbnB4(H)~wCysFn7kPA|96*?>4Uz{!|Vw9iS!-bCS~4@{eF+?%<;M}u0N8Wf8Xfeb@X4ZKk|3~Kis1Ik0!+R z_imKd&A1h}<4)X-d(k;X{f}=iM zpx6CpkoQmDsQtIxyb0TDP>*EPTZ%&UBICI9hRWk(|Jhfy)r8}}(~?N6VgKV-^ZypH zrR|d<)9mmpJwN~N3~ey>bPs#KSJ|9lhiBR2IkI*>`&ZvVJsQx61d?dN>(Y1=f5kg^ z4kyKwmIzodF=lMu8-a^ll?!*90KWl zfv@llYR0qw#eYX{VDH!K&-j7<6Qb`xTpKV!#(&5i6E~ zCi~9vZ+CL#Xx}NDH}+MXCtSNr{@)}2Pm=!;*OW;hNpC_{nSY`EDzt~!Hd^b7ekm@; zmH4~!|5nNW$f0?@{EyZH%4g-n-^~A0|IU!kHMkDHN7{FkYEf^{dp4_Ia5Mc@{C57| znja7GJ+lU#ZFeHhJ-M5_7uAR4zdh_~+$a11emnoKbHDNn-Aj~T=q*)#X~$)?>vCjs z3;)F~{)_IV4ef{dFCy)JI^0jKG5@;dY>P5}f@GZ2pV-BJ5>0r>IUm7e_@GWcB3GjV zPhsUz>-`P)KE{ObjPP^FUMugAFC)%Bc!ga1qcTKaKn=YfNwlKPJ*LTSWbr!U+AeX8 zvp4BI`dPb|Ti1>L4sx+?02yt7Ui3ZqyYQa){!VjLUNe8-Ek2*ZAK{Z2Ki&69_G!<4 zL6$#!O8AN#@LhaEeuwH(^Luvk`=hTM@B6}P<#1dZtZ~QB{Yh-SCj4ZdW2oQnd+YNr z82X?_*M7A%49SX1)blu%J`%OllG5 zPg>$H7FVU-x|F;eHTzEqSCTVOO|P#zKCk~8;p>px=(>^r&%oAG!tcf1h?{XMZpWRt z8~5VG_}YE+_>DY3K7{P&1>q60;!}P}?Ec5-E3i7o;VBF>4++nZas2idvpFEaoCiK*)UC;1fFuO3OXB8_fj(Ya0jK{tBPiwv^JA;13r zMEQUG&;Eb(=-Yat{&`&*Z=!8IJDZI2e%~SALt5MidNG66?}LwQms(^jIc*=D4pgaGC!Ok!#N~j(^dS@E!dJ z{Dfl|lu)+fRE$J_Fb9V0`?MgONp`3B{bbBVq>n>f+c$^aYBoN3zVExuKIhqXKGGZb zC6gB;WuIDgVIAt{yEf$4C0p*Am#P1kx~IiQL-y5w50~2ia$JcSxCYmu^RV>~kniW2 zEl)3yw`a=Z$d$4GN2~vf)&FGM4)y;YWh>J34)mYP{?`VG|2OMDZRoH32Y)a98*wvk z$DN343EfTJ8}%D}A5R|*_tC314hj#D)$8~lkdL4yqs)5k2*0@_`j*|JeG>EBqkZDP zmXfF~I~M9z9kcCNXh0)7D}iL!G4JkJxK%ojVFgyB0#D%?JcrKIvCx${rvKyL^?&?( z=tTxui|?*T+Nh@| zk#oISWD1XIqe@p?)ja8u-Kd#kJNY`QXE|=R`$G8zgTtHRlGEH58ts>udCdG)<-a<3 zHQHR)U+t4}o$1}j!aMYeyVSermOp#s%U=02LuQ5J{~h16&j>KwLH0j= zBz#4FgYPiVekA-r{)A%~l$8G`dH$#`ah+3LmwQRf_xxR7lj|R9pHndsr{heVjd3^+ zznXun-Z|O-H^%ji_Wf;F|GURlvTd*SKbil(DA`e35YCszg}4}1T}Q*EWc9A2p=S5d zQ2y@VFjF|o2PgIcHWd1He9H+kDcnS^nk}Et)CV)1J-dMa`Iy0BmSbk4W|Tbr8o$BM z)y+lfXe0{M(Z%dYGU=G+KK?;yMV!mm&Mr^!@yV|bUgF(YOZS zK6+1yZx{RN2axMiH#pac^$+v@|8v>6XxPc7-OaY$%f=;}cF-Mj5QlIWM^VreRu*D7 zezpFeHbLJ0E>K4!zy2TFz6Jl$`hQh>hK3^PjKXM)L0ki{8s(dOb8PW?#Qx)A+nUtb z$u4aWZHGp3rSC6(gRAFjAF@No+b30~{jubfFp*wywffn*5Z$)*OmcnGv>lM8=f-Oz zZ5$dV*>5tYU@B^iO;qd4m_~2d=lu35q0dCq0nbKU;*e*BzAFmDEb;vlhJ@MV9L&W$ z%*O&O#3C%gQY^#3_d~*Rvi7k4kKxWS%JZKr&1uq}=p6JWveZ6hScNq>F-{ikhjqf8 z``DicykoNGsQgc6gtKIBzWnbwwirigMH|`?|H~ZzG1!6HUFtveQOuhS@>I;52{MVM zsq)!9gTe;qsl-NX##U6L4xJO_&&i%I*(1O9lKJ(y#J7{=Z)9lq188*Kd;Me%GX|$dJAA_L{Fx4VU{St9H5$ z`&aL^jogMBaofoqXhh$IE~wGL`{5ZQF(2*n@$$28X?5ANHZYeQ?+x!`j~m z$mnaeYPs*NEQEu?hj18iY%e=R-A)!X%O8ky04uI83Tv$=*mKA`@_sVa-cgr#Bj0A} z!|hjuQ7G5{F`68MVhp@p5XO^z7Yz*)$v8F=?f*&i$(VwvsM407MwTGX{hLY7LN&d9 znRaDqL6|K(2YI_vz0jy_nV4k!i7$8^-|>3#Z`S{-92t(fx4Dj+hxu3l^8mvttVE}A z{4Tb1etdsE`+GL~8~Ok2vALTM@;^V!|D3Jd)@6P`-ErUk^k(z_%h><=0P6O#|A({x z(Kv?vU&#Jv$2XA+oo^AAAj>y%DY*=5AN5Tb2kji~{Kd{cp8bzreOf2yzpxRT+4wE4 zua(W;#`bTgr>3(1r?CIATv`LxLM$cAunKFi4(qW2mDq^Q*oyvI{Uc=G(?y|eo99PQ zpam(Ux4Xw({PO8NJNV`cXXx9I)1QzPmvLM#8RzbA7rz5Lu?sbY`X5G(47=%ZPC&iz z9(uGzo0k3B|6t`@??TzPdZF@fyRzLklOoeQ^`AQ?@Bep(Z*K?t0KI!WA7tq{`<xOF!cS*lUzCZ$vh;x4TNoPL};2;j+FtV3e^J0>`KStg|XMy}F|7BwyM4aCj=lsUC z|Kl2Ii zhOm@ehUJK5Kq(o^fb`OWP)1*cHOQCGhvj{FGK2j3kePz8 z&bIZ~fb1J%LM6Eon=zozXDb=k|F0(dFY&FB3ACX6k|B8;EAJ1eUn$N3Oo@+k0Bh6% zUG$2phgv6)9qgK7IncO7zDIJF{(utse=q+pb;92rf8RVb%#lV0+faUq_6NBGJFyF$ z>-o=B8t1le51Ie}ZAyKe`FZ}k`m*Jq`Uh>u`~TaXw!MR_UH9|)dmGs4$gk_GPavtD zk7Mn-onsI7q7VD99|v#{`Sl0X?I+hCSf+kg|7X?zIW$YFMPEXzwnCdWL%VaNkS^6f zfkV=&8xvx^KAhgCe|F&G3-V)CRm#sTV+zC8_11Kmul-{C zD2&D!q!+1Umk$la^d5C>x92;aJ`uUmo((eU_Bek(wm<%`@kp3t+Z0SizWw3ZOrtmK z_ip<57sUSqY+_IEKHfGtN$w`Uwun&jqK+&u50Z^=F1!G*w<~Jntf7 zK&OYsji-mI>T%%}Y}FUBS6T6IW6tJ#a(1ZpzqnU7pA!~Hb0HRC36^3RmZKDH`z{Qv zXi5BYXx?{mC=<5|se%dm;x7!f%CEYq%9IkA3>_k2{rpyOn`^m4#%xa9o=&_Rn{a8>LbHR&m%$ z#&!Iw$vO;N?|Zw=+Mm%sfZty~Kc@cRJ2;JBz~jXs`@Qj7`?VmwNScR0kN;TeA~V>A zd_T>6>&?cc$qwPp6#syX@oBP0eD4}#_w%d|V19p&Y%4Af`hv`R=D>Ytj3^_yg?lS&ANx3(_*f*sfR0h@@9v2GQw7*bo zdws&Vz3Uh*9RDAdoa(wu+=uiNWUVphI(ofpYiJSgn8Y6Ux6^*x$Au!tjY8i4`Tl}1 znmz`_7>~{c%Gqt|SM;D4nH|dagW7m#b}uc`&ie-_gHQT@sUJFo>nD4zQ;WkyX-z^> zxT$ii@6dl3CKl`8F-GGb4U=t~f|^mqVJbNd)h4C1%^Md==rb`3vymR-`C$&dhwPp< zF3hFRL$1%YsfRMIt+!xYm@jSt7NW|3AQq9;yNlWX#bF73DVCxBkn0rJxYKo&u>YrO zD@(8Nv)uQ*M4Ll?*(ID)wq%h(uY3{n+-~uEuorzum&q&J*&PoS zYX7o-+)JFB(?B-5r?^&VveNyflu^E^eU4eV=lD3m8`|Idg%9EoI_u*fwcK%}g&wlONSSh6G9b5f#=mNeDm+^agSpGiCcP`DNsOUW24^V!^DWRa<_l)7l znrmD{4!q4b;w}CYhX#dF!lN+;#i&`JKX%`sFrFUgR7U@wiS$YM)%=55`u`TPKXGCm z@kV+AC)N=^;94d-ZVIMi8cHw|v(Twd??N|vkYE3%MIDD6n$=S+>Zw+;?Wp>nObMs= zsQ=Yv(SLBZbmm|#=HZ0@;C%Xt`f~w&A#&=|xVCPF?49!S`hN-irn7v93*`Ump<$8z zmY`aE{UUbtQspMwYVFnXzi^Xqex5zK)P4hx7lviza+IPBtFQ*^upS#wiH+!ATo^W! zefn|QcJU>lSECLIq}^u++R&{!?A2 zd(1fIm;S}ugtub{cA-;SvJ3h3W#sFV?MvlSZl3aIqU)IK`IB)?rFMF%*z+Il`TM3T zR(dX<4+^`bRmJaP4_VC*v<7?Web|Tk1N=kx@%f0pA7m0uyRBoV4Zq*^@;BtES%bp? zdK^nQNFGA;waX#;+GP;)Y7Y+Eb`%9E-|IT<|5e)k^eW%#aIy%a(6rt=LjsM++wqCP zq0DzV+V(Lh#+vq$FrJ)5IUm_C&CPv&Xjnk+b8KVSVOzU$3n*!O6)tqtwF*uH!C|L&#C_Z-(t#%?8$P z%#pRL*#D?U0~(Q7&;DO?-2Z>CYv{v1?8gBd#339;=VtbQg8g63{%70&>i>iKA)0rw z|Ivyzw5Qnr8TLQf;kY*T^-<{*q?NH4j{N$A;*01#+Pd8sMIVh^scT>69@yl)$orqn z8L4pc9uU_b9Am%iY5Whx*U$CbP(DFlj`-wM&#lCBoas5Db{d-w_4AMK*C_1-k{i4q zRH$#(mWMFWv6C}zp?MP>HqL8wD=ZU$+kJ#AM<>h3)rV*hj6!N)}vpf zlkA%HbH9ye(@W1R_uL9RBQ#I(9FeAX6nT!LJV(@Tblvu?-RC~&$(i088s~bCC~=K5 zF$=RX2XiqG^U*f9C@dfsViA@gz0CRprA1*Wy+>WyZOm{PeK~U4*V$3W+t|J8&r)$! zql-crxe7H?i^3Xm9jZ(CuBaayj`HLAa&XunE{=IMsUI8Fj|sANsro;mj;yv{Mm(7i zPLfS!eD&DTs}3Gt|1oO~-%4q0#9DPgg?UAtJLEa!|FgDBo>m5DkoT{tRQ}52Ek&L` z*;efNlPTde*ebYyVtz`e_`e_=6glc*n21ZyLifoDc zUFQF{dk6F`lwUg}v@P^p=qWOdZS?Kff$sI%r)yl_X4gk%h2vV1Rf)o|-u9i?h25wT zSB*XNICs8&=FqU0-iIdPq;P_4oI5n^6Sp4+a1bZ$qiG==5KsEk^L{Nwi5O~ znHtUhFJ}MiE1WEiK7Q9z$o}sO!&Gt_N-z_%FdK6)7xOS53o!7dXU^7LJz3t@PK@`y zP<&iFAhk_9gx;g>@76|GLeH`v;+)8n^}o8mDm64Lv#sI+`TT~0u$*2q#rQ*kzJGed zLeGEH&`?HSg{HZl{}Rt1ajk|m;@UF$k;wH(E7v!Wm56mvw|w5Spdf4%-i$c*liR19 znB_Y-%712=?;rX3FXV6kZ(IKL^sv=&)u=-PEl8mYoeS8T+S&i%`Ww5ofA<>yCfk;> ze@nF!?4PE0kj1`@jC8gkwq>`I)l>MhUsl{v7T4isa9fHbD#fTst6de+*au zjR|45{q~>_+0&+nePqRJ)5BWd-G2H39K<0U#!>ud^ZyDueXkgfB8=ztf5v?OESVE--gZ@JK`YwOjug`9z{)P=JL0qJl3w4+8DSgQe?dvuPFCpS zT|0yi`mmC)LwF~4VK?@mtK^@TyQPzL4Iq#N#8xCJIkNe%(psMX$OlgW6psp$_%lWyAgw?R)QKUr9(FC<#rY*!PF6&#}|k{&x1V zG1xdCZ;Eu*Hflfj4hfy=F&!eeNoqT|KI+J9c0vc40U6AisW|I;l4~_H7&s zZ?0rtZf0MSZML#vc-F%e*}~oXzQ+eW+(! zHtZ}6`{>o?8Ps4u{QwT)5URwrX@?x9A4Ng8vKnc1W@^^ZFr3~q&AHX5*?U4L63(xm zt3J()VSkTT|E@E~K$*P?EA`!tvQK{g-KIxKXH=?g;FB#L#7CX;q^-odkf6@Njr~Rou zY9~{|X|lt9RqXtE(wUF!_42oM>1wuV|LrLZ3&b_ZqxCxq!$SHZGzllitAokLDST(d zEyXe{$4d3^3IFC&;d14~Dl+fi_x6aehQ1E#u>rNl{^~aBf8W8jSH|T3%e_tgjwXHD zmG;?)&De@+)FFWu9RL6L&;F16eS5WUGRSV!&O!5f{qM7mk3s(3|BugVo znT~Puw4dp5O@r>)+9mWIaUbFAMtNt0JVfpkw+p+m2LrG2A0Yd%5B;ZUd&KZ<`bW<# z@?m&BhveyuImgB(%hJ028@#8=DTqsY;y5jTb`Mw|mt@7fddy|=l_HsSb>r`kpAw&m_{?aJil2# zK+A6Z1AFxkknO^$W$Z|FIIiu`$Z)N6uE!0y3F)c!VNc#d?-|AZW{clOzXLh8X;wI6 z+`N~}+utp}u)o>PciAs*e{XePZ19G8Bg0~G<@_g-!c7O+r(|N*$nck0!@|o&!^385 z+W23>pO;S!FO8ZSHg5di%vYNd{xoq)cmb8GO2YF+CE<_jt_shMz9MWWnHHYK9~Mmv z1C7>72t&f!Ed}9z=XnqhW8lkz@F>~G$MtbCmh&s4Gilk_TO-z(b0 z)jNlTS4UYxuy{3iQWDl{51YbrRy`x_Nn4v*HyI$A&K61Mu{ zkn%6I_R=NcX=y%-=kX#oVGE+4-Ya9A_h?brg4Gkx5C2klWq8%LT2$0&FHhC(D!wwT zDf!>SQ|o3J|GP9a+SZI`S}qHJm~we|y5!QZe)6T^xrvvDKkgb9%CA*+sDEA<{a?bL zJn!ch82_7R{LlCG=XKt@V>{7{*RW|-2yetVbyHVH9wYzm_}TKJ&{AeD%51(CXjf-N zALTUJvEKKa(LbdRp?;oq2A7zVV&8 zvhVSc;asx+rh+hmyZ{&B60~^^myuUsI<7|A^NeE**VFUse=O8KFwU}8U&62YPsaQI z*F0;m?ly;SJ6}57;Fy{+<$q~mxQX6y*!;h(h2a+ZZD>+2BzLK^$;Q6IaEG|I`KN@t z$a@g&>c!;!h<0}OaP>YO6n+?4^=S^h$l!g?yFmS4X&ev@)%s_(%@ezoQ`+WDc-KDf<3oImPw_dv#MkJYul`3j zf1jT1KBv9vKQfD){*C68{wHa+u2TP_z4UnBbb5*UA94MyZ>94+vex?lkxb9?{Y)Jc zj?jBb<;`V-BZzGFdjwUx9Z=^)V=KG{SL`ENy?)7}Ew1e~i2VTPuX}dB=d#qRcI3vDRnvG~iJ37&e*YF1N z|MkuoXDX17$fUM=(|X_TM&EFy_V2Rd@Rt4F#=CeQHA{*^^}^!tA-!R}v44C_{}fI1 zBob)E=i=ISj|*RtUn6bY{9E#Sq>P_;Z#C|ZABB$~TRkr1>WtkRYtLYUxaZ;JuPh&; zKPSF##P!XFh^rlMd>()Ee}V$z^Jqp3TG58~LSx^<`5zeD@0iN}poss$XxCBfI>=t( z%s&1H2lyY5RU6I;!-iFGF^@c6ph0`c~J0+FkB%kNfN6e}Klh{11>s z6RvQ~bX<*VaXoIpO}GV}d*y%iTi(BHy>vHf|KmjeZu1n+2d!vB`yu)NsP;eE;kYXA z`Znp@fxB=IYIb@5dy2zidcz^_ANSKAME-x8zWKyH?;rW~=jSVLw0~9`|9I3sk7Fgu zBVP{=Pm*h&ly|=#5}u|%i|6qoYS(E0S04B2Yp7N)W{mai*8bn6p2Q~mY{9E>Uo@f_ z?dXgw)BlKW^q_aQqDmQO>`Z+31dW*_@M$kt-{q*%X9vFleB?k<+ki$n8p?+>kGyg#(l^WS%-ICP}64eNYA zsPFRqppl+Hvefs3mDTc7LVhB@bv^n25B)eKd{6%o594zjLC7iNF$^Pc8furRpHPnm zG%BOwy1Dsvbjkes{`=Vf2b5!E`%&cUt&Sb`r8?ju`AS`Uo47lW+UnZn_h^^jC43K}?@bPQJDsfE<@vh5yq|*dzHzDN zyIK8T>0I)2`PT(uvE%N?gLoK^;&H4*r#id~-NT)yP`btPe}Vju+*J0ze13BL&wjtE z{})PM8c*VBRB6vWOIGjK-=c1Qp8g^>;aC1KEo?```SDw9dlgw_cR3%6T6!az(T=>o zys?pJ?{*6J;x(*gFU0ZpxF+yh!f)eUypME=Jc7OFkC2zOL<798a z;PAP)=pXbY*{^@*Yw}xsj~{Ua;WghihG7Iw!xZ zeaGTlOu%aSDdwq_==2P`kbnN(L9ge2^7+%7<@NtD{^9xi9#X!CeEZ9BeT%g}zGeT% z^?$ziolE~BT!Jew9arO8T#u}={~O4G`?WtVP=D7A3O5N?Ean$r9l=}ZHD&r$aT`6( zX{?_+DBMB63vo@k&SU&H=i&rT-u|No;W*#5~BJDJUXnPcw3V%(1h@h~36 zHaeMO-#6E>|HZf3-bS|DKd$Yc_x~s3|NmA>ryNh>X{1Z+ zQ#dj_OYdRNcQ0j6(qBYwuJQLJ?Ei(%MaH}v|NoaC2cp-MjtraZw*}QR-Pa`dHP!gL zwd-FMmz?arMjL-86BCWUZ+8FH_Dk50Y;>Io{RYXs_S@;d1Nscs-Xotnwh_%}M<;rt zEcO1;y;J_%?)~re{>l9KkG$6`y_WUve~o*c?fuX9{*k74AmutY?D_o3?pzFvWo|Yv&gaNyM--E_TMuyOdwazmlv>l ziT3%^^7OatOzS;dVB1Bw1ef6oOvlx@7T4nj+=N?j8}7hexCe`IKWg~~)uCP=VFMcJ z2_%&daeh*>I=lt>|BIHX-$yGuiq-FAN0B)R_B%O$@PIOdO_c8++^>Cr2c6?#Jc_mw z{WN51vi=4A|10TPmkUh&Yc$j~{ zks+af`rz=iNO4|Mv|FpVJ$b%m4V2{xwdv-}L`AD(`A1see#k@^k;Q{`5GupDbl3 zpxiOBkL^VNz_-HXzK8G0AJMr({f<~i_n?=aK~|laL-TNU4O+)&AE2F{LR{m&18u3H z;fQq1nGexFFT5@v?6A+ap;{8IN%HfrRM8CdgRX*i3l*~a%w{8)MeS--s?oJ*g8xCThFMfq=^Ms-&0-ZJlC zMW`=W5gO2l1d?dN`>y2z$6bU=a2b9z|8Me&(ABphbfX8o$RLXxnrE&EEpt|c*7++! z+q@N_ed>yknz%ywx*~LpUJ+^&PZ)oGBGjYdz!PlhCqiQM6CpY33H`TEge#nHIMCifa%>P^VL})=P+Gafw+Gl!4bDjw4k|#pPRB^8B zCh6RQ+i(Zcm9DXDMYxOJlX7pkhrSrOb?$AAd)(k&t5<~k#Z?ur2oI7Eqh{BN@F@8> zs;7Cb2R&D;6fQ?{o9DXIbM|Z!yFDLm$QFHDt$g*`&`wY7G=J})^=;6}rtU&F{^tLF zzSSqC`81xzJ>J#xe(7IaE8K`?WN*=L zyi#5E^`Oux+>6)n2Hrx}9L)ZQSA@6eeVt|DUGjZ=h>!6pKF62%8sB2zwH4ue@<$v& zoc|l%(B{A}jKGQczo*fAWF#jzd7nn$HsB9SIOs5)#u-a z8;69gV}^t+2lY!jrVFu-?%A%6+N-W2v&bD(|4mi@m#F{Awj%ZaXmxwB`k(9=ZtmOG z`$HRBI^X|heZllrYsooJBT_B;4fg3b(AVEA+>R_gt^w40NIyRPFNYruFYkNQdXlAK z)A+~3pASABURqdY{BBuzanFO{Pkj%D7fK%vl}jHE&*P7YCH@(=IBY0g9G)$HAgmt0 zH2llH|08rtyB8I67KgQ!%R~9bC1DMos$L%cwQG5J&9*o2%(4f=A67jco}RWWtjBZC z^~buh@Rn_Fwo%Cb^xUlyAGW_-!E_wgY<#-_RuJ|(OCL+cgqV=F!v z{PBN)8%DFuMu$4%eYMMmho<7wLUR8oHrnxVz&7*XS`Us5E!*@J z=`U)Rr@oXNQMLs?iDPNScJrup)axC9!P6^66KjYav85#d~N0{ZS}$CCYD|DWL^@)BHzf!d+r z3UWHG#HjoM+X(4V z+90Ud; z{}b7_?ASK4eLUM8X>_1-yZ!-obesdDWXRj0bG6?pM~2Vs`z5M3yY4R6y@nlc zUA4G=UUHS|Mx$*B`+jY|whbf0x8(OoSC0%ol1GqAICr1xMtD;lh3tN|_-^Muv`+MXyvO!Qo~`qwov%ax z#I@469yg#$d2%OgN9jC? zr|~S(Me-<~r{~w#WhcK#--Mj&&C1Ui#PxNzhaXha-$Y$oHsf7{8tUpTuW_6tNi zx>H;)UPJUhi0eZ3JVL9H z_zlM%LHNIX{}_f5I1Oi@bBXbFoEYct9iv`Gwn#l~%&~d5`d^!%m29(Ld#Ukx#PxYP z78-xI?JVhx#krV(niBRaE}+Lbanb+%BKjq0%IJSb0*wVjIe7a1miqn{X+O_(-VeRs zWzxrG_OJLUmswacEcps$1fpU?E3b&|4RKIo1KIFd-s2ZG^XQfT#M^*18%}C z=v*fMp&LCox&G^J&sbi}-+znyN85VsALmKU)&GYM+$N1G_jm_+7izSnZt=YDp;y!E zN4u_NY7D94j{8qeZ+yogQsW&O29xO}DWc_o`_ zguc5*|C-kyT`Ru-MbDRPMmyqMv`(@Yui*{6g}3o8-bb4}_aS-0zyD+Ur}!M*(MI1V ze;$=T56GX|<~e+6+t>IO-{VIdL3qpehFWDp9Zr@H^aPS=3|OaDZr{t1*DL&#oV9M;}r{Qqn7c=ch8wSO!J&Lsyn4Gt5?3vdxG!DYAt({VMf z#r3!WH{llChJp6jelHGvkNZA^<3E7zBJaUs+>bWx@dwF=@hBcg^zBR?D)55j`>nps zJ?ewc$A%|`a|wF2a-hYx${wg4ZTxVI@xw{R50RhWKhgN%WaEeA8IDqMsPKQHwdPWGZZp1)ZuFoR8Dx<|^8(|S(rJ}mT;|(^f)G7zj0i6m0pXc1FmhKG0uao^)SS>ZS$dgaHQ_gqEj8|sUSv?~n(F2{$2|AHM0%ytMv~ryw;b~}-o^X)5Fg`He2&gN?%y?a zyOtjG?sxylZg&5b?thH?N2|CtwA&|zG`#~=dylVSaAN+@m(q-D7*xBzujvi8*W*=r z;#=Xkc0m$x?SlBO;@VlU?Of--1dhd(>SeBlf?A=fC z4Pc1%|Fm3Q@-q8qca5RiE z2cO^30ovdwagU{ET^r?D%GCk-$eH@aY5K^R<9hS3080@69k`5KfmLV{zIllEJj#2< zKmET$YX9}w=3mV>*NUw7JsKt`|8tc8-v1VB3b&rj3~R*I(-y)yG8cK#o$vdOwgfOX#0Zu(yALmnGI;|bTeoE8ppx1M!xr}f|ICFrP?22T0* zAGueu@M30I#J>VHs7G<8`ge%A`}A^kZ<&638~qsKKkcgY+bh+*736V#pS2&I3R_Yry8rS1#3Qsnv;*qYv3{@DHbtM8^ZR4YZ?8xY7Iy*PDkxjz{rF`nY5^iq3m?r_|r%WbU~B@6msi zD}<|TR@Yug#3@A1N809IlL*J zZgUB5lXnrsga>3J~7ug4W(W5QUpUfQ~eGHO5#u)qQ)Q4E0JXQ7ckhn$B7dW$vqtysXl2uXSe9_2;`3I-0TgQ=$Yz?TV zH=t3t`2W9c;)v_m8<8L5)fP;>Pvb&$1H?B(eBw!>!#O*J*^L&*T6_C{K;_e6FL!GG z&q@Dvp%?Qj!a;iZOP&pf=_RP9$2AC*h-(l^R(gJvp&S+arN7P6AF3Oa)i>DeomYc; zG@%X0a6GyfN`H9#|0#MqlITEE1VQhC(hs;8Z*_C z>c$K7)`jdw>g7xHE9h9Nz00qCwf--z@+&k4{~CD%#V?poOx{M(O!ewZ@~wLJF86(; z*42%XkChvh*!W4Xs4M=@&Kk@i3Xo1^JGM;Jubq(|`q2BLKL#T1`#qTKwr+kXIUFM~ z8g;wa?#YH`?f>=ZVLW{zvJv;ZYQ>{{NRrCb*at3oQU0IpK2g5deXVz2waOR7`Au>B zf3owZU@E3#24-OnQu{wG_x=~F|FhJogS>wv=^dHg|5^4wJpTX3YVUu&_fN+4S6yr5 z+40u?H?ael=RZ%J3$O@Funa4(2J4WEo~zdWn;VcvFWj%+Vr*z5J6PNcGH;)`TPuzK zHzdL~$5Z?Nc(yH5z0b~!@Ob`@=dM7i|68P<($_C1<>(<8k>R+SjccHqLeheM6)xT(8%x}5&2fsqcPm-M|=6{AfhoY69OZ;(P z-3#28P}R?KAvMn7Iwht0|0r{R<+c1zd;W3qAF7diN?Q|~n8~j=Ke5aA0$cs;e+w|5w(iZO0?<4*@FgZ>d+bpdi zgJ0q5Cqg)_U4-I0#)!#2homH=)FL!@bNq2Eyi`0KcKS~P&`3=TU497@}##oHU zL}X(!reG?jV+N8d?2i|+L)UTR)KiR=PjS4jHihur7rqs?%*Y8_ zjj_$+?m2ATNR*QkVG+3m%di5gum*YA*ASHP`_Q;H z+JMr-L3-@-w~S*Grd}NY9E@USa$WOyrUWO)1H$gq3!n6PKU=o(c#^Oaba)T*ibNFYiWlQsZRn`-g_}#>Fty zvEkS>Y(#i<)QB*WJ{nt2j0#&fjt+T)Mup9IEp1GA{oa@`*0G6rBW+xGbNl#^ziVvR zF=SkL>%|G-?Lia5mTSg~*<|0DJ1M-oaAMefXMEU0fA3Isc>l$mknP;b*tlLfjeRd< zr{;{6T>ow;eehjvtnYdU(%F#j>i_t6eb#sNf4&>0IAKys~e0c|JTCwYnA6~uoiT_uYqn5#$LKr#I$c^l>ZfI@E17=Z(Q$Hug%^30J>X-Ht~3(S_>YN$Ov7>dOj#zW;Bt{y(ZN>i?gA zG7NQ%;TZ2eMv|j3Ho7qpP1+F6+7d0s6I#(`%%L5R|36Tv|Ie;)1a+JB|Mwez&`xR8 zUOBpwpSD1@cqU^CrlQe3HMsZb^j39ii+i0xpM|)mVREi#oatG$HRkXu)E=2fEMpb9A)ze-*$|8nq1|a&)Qek zaIZryk}Iq$+-QE#4)%}D>>mZ}AKTeK)F(;xNr!T#X1?}^a`Oo4P>+V|<`+n)D7f^tiWoI|{qlpZM>^J{&~syT^Zj z9j2GdFY$jrCG-kZFPDG#RjxMHhf?=kvdi40(;<`{GB@e6{tl|ybE^0yM`wi^=hdSL zZ8(PGIElFTYSUWJPPS;LrR-W4<*^g$VAOgyHK=>RJDBF#$@;mToowXp6vr8y!v$PI zk9GK0$g4;iW9#?e$NGee{Fq7^g2kO`qN#b97@6tDK zH;;kdhU#1T@7wj?H|ndC$M_w`Np#|~<7;QQ^Vng|kz23Dz5Fu51^Oji!Bvz#Cmr(*_YVGibD0Ty9P zoMUfnZ3%rDR$vv@U>$mD*apdHE6*e2y5MbOK6YX^_9Cu(*he13VU(b&!gnB}eLZ)a zG@A3U{n2wQa1y^wmH*gcT(R20bP`sFJg?=AJ%M&5|q4!^D zUJuy|RbBEr;+`LsD0{*CM<2)fqNG6mi?UMn6e^k@+NG=L)#xwGXX~GV+=DR`$yM54 zmFoWnbtJn%E7``~&eonp2Wk%K|KkYiP>;ASuCYk{@48dmceDY-{bTFtjX7-X;vR`; z1BiY9R&43T?ydimq<5fgrRyN}{YMKs7UMAy#cPdUIF?N>7k9J)Or}pk{HIP8D#ac5 z+D)y$UoOmI&%cA8d#cYVAAfmxV?d02o&XcDGb*cRtK{{KOxHbRm6T(AH4 z!1JH*{HHxXS%2B{la1U*$+}OB?Tcp_R$vtxGll8*L|8*lt$&L8sU7#ElsFZ)J4fq1)B4zC>t*c%db=_H_~AIe!Yp%U$W9c~&yeR(M34Xc zDaQrwOGxc2#9eV#8w9aV?K=E$pZ)H**S`03MY!%WAzUS|;RbppT0a}*ZFMGjH|lrI zKT(%G>YwC=A>ls%@JI4S-yxwFx#gJmRWT&=q4!0948&jzMe7Ok7R^g+HYc&ke8i5^ z<}ITA)WbFYbwi{b)S?DQg>BS6Z$Lfbo?K;!Yx_%3y(P{QHFQ?@Hs}&BnjcNIzyR6-k8Q}uPVC0x^|x!a^U$U(*p5^?@4WoK z+4Jx4{AAsJ&rddRHrUHio2S-Vu0r)ONMEKqYUM!KqabBjWf3vW=*R%1fM8(SV(3f9-48&jzMOXH-VK~`6*2XY=1&8S+=y;$G zMI0lK|B6rbztu1CA9v-ulo<`mj;Q_7N$%tdof1!_=_ls%!=_d*kQ(?b1kw4ha= zx^1!kw=sYu*)c@@zg^jdBl_n5Z2q4xh3dIB@f<^(hjyGSp80V8-%0wT{dZFJ|2k>1 z{WJ6b=$*oxLEQW292xiixj(8gAewZsRWQBb@jAJJkPs)c*12u0L{7U5|S2wE>U* ze^i)eZI^g@p%40^c#!A!Ui#C^d%L$BW4iRgsLpb4s6+*Z@*9qk7>&>NKgM$BNrQ3U zg00s=*fRa;Fp*z2CSwXp_N)K3L(5M8y#A+G(o_5N$ZJ!DnT{Elg=BW0Fo&Fn1!y`Y z|D)xi{HZ=|yC;7lSs;I+=Ecv<&zrCQ=WcjO{w9wKSN9^@zj&5l8CIb2CG|g6(Ob8R zdt-W7Ltlpu?j(0R*|tmh!LKk)8=TyR;@-vv$ek#nmz_|qolXzCx%Z-qyPCT~`BO=z z_V^AmVLRO##J!9Dp$R@Pm7`9w7zu>lZJpCj(aRxn|PlR)1 zSB>;Y#((=>BCp^ouHgo5;x_K$KEjXm>(C2v|G3Qq?GG-lKHS}dwKqm7YlgUA{iVMA zQvHuk`_C=051{e=t}}m_-grwN@1C(8$6GJT|7WFvtLC6{$2Msa?TG)XDY<3;G?bwn z731`6QH5$8c2E7CHx$D$5~DE|3P3%71IFJ8a7UEer~js|_D+2)_mH~*Zh z6R!TA`R8b)AMG-Ker;BmD4uLg#uOCS>VG$XK1`*T7wCWQGS7fM199*CDpaDvHD>Xv zV{@28&O_sMa}CHvXrQ;SS+ufMjQ1Q%_$ApUI@k=___rUjZ~ZXi?p;yI&p*NQyWiCR5e9hvL7u<2=SN}b z=lwufKFw7>u<>kWBPg!){Mg37{FZyWZvDbY;|l}X#V&jPv!4HB&(A+!n7U8Y0pxDP zxu1KWy9ouRG<=ZkI!n9IHv+NsK z*vxUzeIL@VZQ9QMj+C8nk3Oxwefw&8biMpf)_iRI`xE2eWZeUE@8}Je*~y%HRM@zG z#hWL-5}L%_hGQr`#D2*CI6bxhsQWlc??g2lc-1KPh&YGfzzBOddKdeyKNa>5u;1W| zUozhERM8KF0M6cZE;2e@179 z`}9Za7s4OQ|0kpYWYBxzasJmfjdRuWgujhGj`c-<48&jzMTtH}>Bq(gy7VYV^NraRha!SI0FVuHirWQJh1leniV!?E|Ft-y5Os?WYdTQvXlO48vV#Bt~N_ zieIw+4CCqLo7I1qNY6&Ky08jy@3IO^<~IdXFȽv)0J@m+01EH4*u$1$TkETJz$ z$qDuUdDlSv*KfrGaSve|9l&mqWqqbFE3n1d>#c*?#noEDVJl}+(kz3?L$1u#=^*G!@EItk2XJoyp7a;!h`Rpx4z`sxXbT8 zI{Jxot@go6_wvHSYvx_M&j6raMK3g}_Z!fMemL!ZdeMlVr59iPS^5vt?xy$UcW8h; zQiteU4W|2sZ|U6FnN+7n?szlq4k zWaLheesiQ>aw_+9%s}iL^c-XVQm)S8-r^azu6vL^hhD6VjdLjH(aV?nwpc)4gw(w1 zxysL(o^7G>eaENirF%Y2FWdiVdO2B9`)PV*`={wurJtr(V~TT@U>R0m71m%Ka?#}7 zHIMmOdJEZ_^Rx6evYk6gcAWlMdW|@0ab)AC>2;__!}d?p8<+kp{pgUNrRRyGYv}#- zZDjYF`|0`QPVB~B?88AEMhQ~&uXMEuJ$)Xe*Ufg%{A-Y$tbIl{u6K>KpQbm_TgQBw z-h$Npyb5VD>(lgP=BMfH13pb}L*X9xEZi|1$4L~o|17D^hMJ&^H0RpGT(K`HgUGEe%Qu~w&ogT zf9+}I4_S9v`9n5v$2sCh*PH*{@F2avcm^WcUn)Er__ds0#H(IzNvKV9Osr7&T^}$DJhmTOcC}SSm7v!_?!c0UqCSwYw zVmfA^WWDl9xl)F5RG_j{`Ls*k#`7xnx`mlt*quK6=zUsrkA;Z@=&4mumN!OTBd<+ra1yYu2TC9E{;h^xMg< zRiCDpkli<>53&aJXhIu~;W+AcrG=B^qxEH-^fNez7T>y6dT3iNeLPS;-;o!t>)(u0 z|IJoUAZ7pFqyF2kjwRzhp}U=X0he$ES8)wDa1*Kdf0_E$>he~yO`pG=OpU+i=>Ol* zK2WC~A?p?!e_wC>ovok|asFR--^_4ZJY6?4!d>!l`&ylSpF8}Ccl7i52O0DpYaDx# zTiIi`Xb%^<*FM~R(H{d*tWGV$V0!sl&$d!OnLZqG&)}+i<`~?v)d<;a@e(bNS{KIi7QZXFs71sMYo-%Mkni6=d}t`5fz< zlN;m1HsoU`c4IGM-@oZ2dF!G)M#jE>8^751Pu`L@<+Er5hU@rbk;qp>pV;aEDQX3Pc+~?EBZy z%TFjfP)~0{H9gt@;vS>X2GGXu7>;AO^wwki?j*evXVA@Va*piEPYV~wOSpn-xPjFE z&#RSx>)8(`n`e8IJzz~%xart!+{Jx_KUH?47y6(t`ePslVc5&PC;YM(svs(asLTz})oPy5l=(_xl47GTR><8juEruP4PQ9t`7 z{cN%g?erwsvDW;6`TD>2^ndkd>x%UM+x36RxX%9Qp3jFx;_C5?OUPwdfmK+8bx3;u zxnv%;As^l5QS2nU>^V{RvAqH5d$A7(QOvLC4%-Dit|=(fA1|R-Ag-yen)J}dQ9(Zb z|K3c`kH`BPtYrT{jdSYJgf@KEzIH77pVj|I3tC;btxNwONpzs5pXbLB)S>>C=SL%s zqRzdY6i;gYZXa+>m-YY2#*g&>g{y0@##TK2F%W~%I7k?6 zi=p&Z_tk>o^pS}F)J{6y?s)vy_Go@_54^GDM8tpJW|NaqG+UXr)^lOYRCTOpiF=Aw zD_bhaO2_}D|9?#p&s0pu48(r{<`(D&rt(Fcd!+owGzM}M^c@HTorIxf1mv+i+#_lNk;*YW&!VmJ1p*j&9L^Z)kIQ~Uql$_xkT zhf%FAigV~Ig{eU9Ozpq9%D;td5!wtT!aQ1kUqMf;|C^=!{zUsg-P?w^Z%^{9{{Lz1 z17YgXgf<+*ar8{i2q(#|v26Tg_wI~vhCGK0xP&W+ec!9(HQc~W6hE+kFK*MzjXRWS zYuu&ZN40T)s`=`Feie?DxQ9~rQiixr;2-^ecfWb{m!)^~LLYoK|M%r?+Rna#)cC(P zL|e1E8OfRY|ET#`{r`#j|AG2n8z^NTIiddlNc}HdiEmNro0Rp|Pe;Wd{c=>%tC6?B z_gcsHP@=t~4jSm1gE17tHlM>Dic!)c-k@2W|W1z0LBVupMMv<2%LisVI`Kr;~-} z?MX|{LKVIG^20VoC0X`~{CJkV{<^UF%qjSg{K;*Vt-_cw8 z9c1mI_;Qh)V?Jbm>-qQj|N62a;kdGI8~^-xtZi`EN$$p8)ZNogArIm(N)Y#Uh}cs5jI+56u3eif=w)9+dH%bpEK*iY+DJ?mMX4GkYX zD}6u9{%0-z3IA~C-*Vo&C^bKz+57+`=^clhV~u|JGkFZX&_+gw{&myur8k?vrHPi=m`I{zqAs{GaKY4DoHq)cVs2%6W0D!WyhYF7mJq z`Dhv;|Bn&>B=Mtdl=zXnEd8IC{$G;+g*hTj9a*0vZIX?{e)BkPqF76}zxio{ig~s;DKIn`7c(nd!AU*c^ zTQHbD6dhg424zA!;`nz>v-%lFdV4>pALRXHdOtYoT{V%Z|En$ceiwVc3%y@FT3@+& z-jiXtct>J1`pYw8$?=$ol5y-8laza>ygyW2^!`vquSVRnrz`iFkS%O?n|~45V_|aC zrJH2mj4+ix9X)-dQ*svOU|#fF^^Ey%*8jyi_yuK|GIIg{N9%tU(aYz%Hd6op$!4?f zlC~a5W2ivMW_`dN`oCm(f%;Ef7Wc)iYS&M!H9t=rORx+punKFi4!LMjM>bcg|B8%% z_g23TQokd$|4*j+{jB;AM^J}<`hUQpGYb4wK#Uv`4bMiwV+O4%-I53e+HPfj;9hdE%xqww>w$em#5b|G(qO zkk?Dy8uZ)p&1v9Yyj}ZYqi3O)@6k5EG5T>-vmI2i9aL`Ce!xk7b=RK=o#Yub($A3> z&_I7=|GUI}1^>+cr$1hb)H=l+?|+2%KgRo?=Ka5*ZR4D4xPhCvjk~yyaK-zdCVe9A z?UY)7wpRK?QaVok|L?^Ai~Ucy3~}^A9~2(4&mUPt7NbA?&0#-DA4ryENxzxW?-1#i ztm3XF-!-Q8&SGP0FZK(&_kSt8z4A-pt=R+YulQH#JLmo+{ey*1gaZ>Y!~Pe)680_q zN_c^4-nLpW;7gz5goxRpgEPN&4mi{lk_?Uk+PO ze>vnG%nGBO|JsPY;q|O9hW!0s3_G$0hc^a28{SkGo>La}g!J&%@`2&)X;I;casTfb-gs)58F^Y-#UW1Ss|ZZKF!$hdi`zsUQ`#@`)!v!;K+)ZS^v2GKgL{Y zVH(KBQ`W!JQ|X(}PkH#U^9}KYmK)B`!>=S6sbbbEqx0J2uK;c6DXxGU* zo)(Ug$5FglI^lnkUcOx)n!A&J2Gu**4^W8;oa1)^mv9AFaSb{q98x9{+L zWJmkY+yCmkBOh!3K2Yv`qWybW`&ZlGsN=E!I8;2tF%qNEsIG6=qfbqbbME5a_v7gk zk^2ALC^k66H9*PEj8G_#Wji(*#UJSpkW*1~R^9VJxuK4p&OHNF%h~PK$8qgXCA~yE zr6`-E{f`QIC93vo|L+N5mUHG{9u{B`HkHaV-dir33Os+M_J5J~|8md2+VijX{A34r zjpwbssQBic6YXZw)mGJ**_z!AoD5`VGX%;4f}kb z%&?B0iynLR^i0+NzNHT5-iCbaMCu>BUDid>J3qIpEoNt8tTq!8u&OXYKcwxUb+UQu}YR7ha>^z)jpnNzu>$@7J#X zeM+5rQQe9vdi6)z5!yj_g}aaNV{Jb4LLc;nwb-Hgyzh@zX*{;++V}YW`+a}1MqOUJ z*!n;H{krw~TJ(nH#vjO|cch64=Glp7AO>S78s}<%%rtkJ-g-zK{*rM3`e<~NYJc!+ zC)*nA`@?TMdTwThiDWh=V+y7sH%H!&{mUUCOy}-8X)PhyZ9j%tWT80bkSY7$Wcx(Z zi!U0#IBTyrdbxL8cAA}^z68;BA8q)RWVBT*<5$zp`?d$_3E45EihI0I~|KC((hi%Tw$4>0VUhKm`G%Yp0hL+y!^Jp8QY{*nD zWU>E||LFfW!ad%fkA76Sa9A8As6e57)@?m@3~ioFqR(YxJ)Fo<8k#ya+bXpcBX~N+}-vNoI*~; zbZoic{oJ-@et%9l?m5Qun}JymlNjD%kNp6eJdx-qc1@9AnmGt&xcB3DzJ!O z-J$2h5^@^lwbp-{b?I2cy$(rw2ink%lG)FP(#6l4qwstvCo9&Ad#P(Q zTmOz+=j34<^05=Uu^0Q$G~4?3`PRRat;@x`TDMm!868@?A1;%SC z=#AFJH{8h%HS|_%=UZy6C8sx`W3GFf=^lk?L&;3fkJR%o6fY|A`2SxAr77nf!*QHM zC(hs;n$(5Oh;>XW+T{6E`=8!{ng^e0|En+SoAqzeNI$CWS@&^HxFDWOxPq%_?6OAQ z+Wl+v_)p%JNr`ZSeiI$*+5XVJR{OD^eI@u69?A)K$@?fSQs7-xPNS$&+7Y(=C3|Xe z_d%7o;y-9AX3NJp31dp~E@JtZJeD5foS(kJZDljwlAWPmX7l9kx@+w#ITXV&5~DE| z<1rC&|DSB~(f&V^=~FNj|6lk2iTe*ucm52_!W_&)T>H0x{QtfG&*blhZf%L~Ue@t1 zdp;}@=MpT#3ar8!tV1r6%CERDNYB3K!#3{J{y$5-!-dKLGN0e0{eO1SAMgKjG9zrg zk)dCt|9?yW|3%*bB}Mw5>ax`SH_hr4dL^pVLDk3;$8PM!J{-hhl%N7lE6x8$>i>S1 z^_frT|Ffwl$&Ls5|Kh4u#~s1{-2YbnJ5&9Oxc^O!c`mmBT=u)6)_2qIBYZ4vqZj(1FS=J{g#KjQ6K^0n7(+1} zBQY9dF&-1qQ=bvC$;l|u=YKr^qEz`IZ&sp;UX3_^e~NHZFȽv)0JP0Qtf{e%{M z$X2w`+q0DYMsGC_s0GLAC(*G-+XU@J+A1g+rTv34&mH&5si4QX#Z_~aQ_85^)80{U>BGC} zbp9D6*RdJYn{z+d9)sRdvvMr8|NnLG=AL(iB)tPQj@RM{;$DgM{T_~OKHC5Pg7_}s z3a;WBZr~<*&e;QsjQ#(+WcOivBlH;%?$g6xNQa1HpS{RF=!^b%^#8Ac^zsJJhQaiq zc(iYEWszsauxxvZZ;9zD(PBYXJA_FIGU3zNke*9J7`<0SRTTE~bR zd5hA+6vsLS@$YB+dxUF^vPOVkp=)i~CZF1)BF>$k&Tj^aiuB!=dM?c3o`b5{o=ab- zV!7wk$FJLN&o%xFun0@gxY70bFQd2aas3^i4=d=a&~eZ8Jx9B1wqXswb;v~?y8C2> zZDiL#_7k$FqEFaK?#5p1!$BNINhD3b4v+t@K(9m<;#vpeQIFGKh43}V%a*_G>)1qZ z8shzXKP@A?|LgMqz1XgIoZf+&Y2N=#?;mxjpWxZV+ejXDUg36qLGf%cHXi@~ag1K< zpCm>6kJHQdu>b6^MIKj{Ob10`%~qs$r+(>c6vC+?*dZ$hpf~u zFc07o_Z1|^=@+1FraXw6UFHZCm>YCR8HDB z&I@56nQDKKkN4Zu)*i}T=-x+?srmQT_l>3(&r}{ZnEyyG*ZwJ6&3;0ki0TQ-7R0#+ zu?>{XZ!)G}DyCxwW}!!$C%G&mbmiJple@dW{vo*li?9UCumY}L9>4PlIGzRV8DCO$KGWB6)v_T{O`zNjyAMV^(H$JjoZR5_z zPV7eW3-*QI&-PEYuy>}`*Rg#*T3;9c{TKfc9RHDfBu%}pjZt4~?7Pw!I9a$$8zbNN z#7Oy9`){u}i-jq2Y#+V+l>2(X&QCv#l>K3)`&{cj&$@Shbp`5kvIenTQBO7@_5UD! z{nWmM+{cjmFX4;YDg4{n0FLuJiB6osIb6Uc^ps?VD`eOB%y53!A?q8eZKE3>w`@gP_cg=SgsZRgMd%f)byWBtj|Ht(QzD1RItI6aI zwm;{l);|uFHtBuQ9|O^}-uR1e*plTNkZs;^dvE7Wvi|^Tw1;X}d-uZCk@a(ZgBQJf z-}fk4vP=FbkVX&5AE-DhZC;i}&p#ZW8tfWFF&rJEt%oH?V=Ts_Nq%phFMsOKw=R}H z_37J@LYEpH3zlFOVlg;M;Elq@}!cNBw%tG-H`EQUt2kEK#%Q@!s(ifmwSrYSpB^l>0 zm#72d9^_^1o}a9!^!)NgmHbg1^U3JJVUhEeU>R0m4Yn>ZKVa~X&?HYa@6i4tTji}b z`s4B4wd_wbwZHIq|HoU}Ur7Cb{bO_ZFKAn+_cj)(|FBNnxyVD$ar-)uU2FsSWcNgC z1k4ZE8U3WC-Q-@R=KFa!d6Nfg;~B%{cMylsvDh=9{k(g_qxC=~j#Z%0Kg3s&HK<1u zij9dE75NuAy?lW2Zyci^M|Hz9p$e6m#=mirUnkDs96me#c7gj6uAo7Ax$-OSyWTs# zpbf;mn!CjKf9ZhF%r6*ceu1(5Dsu{|hds+a@;}3`{U_(I=eEa6Xuin)$Hv`?wq5Lh zNFufWwK!_Uc?5N+?`>`Y9{pc06~F)7^voI(yo#_fUZc%5&$!1?#s^0D-`TG8aA?4g za4^ewRqiukvoPIl^yAX>d298x592d!|M|I%_6>-8{8wBtC(gTSDdP6LI~?!WVf{YZ z`L&^NfHB`k*XtL;n@dN8;vDaP(lcR~@a3z$|HZ<@_rO+N{gU^ON`7&#g7+`?5AS_E zAQYs1nT@$`_+aI;;lSEKVgJ2BVPD!;!`mN^32*iLrLb%HsIU|7-s>0Mxz#W1**x0X zwK3)buz~MpL%a3$@am3lhP*xB44b<~hb=>XF>GD?i=o1G_qdPOX8%%nebg8H_sn{@ zL0=4S-0C0R9P*{qa}_xL*6c5bw|5N;yM5$6_r4O|xi>hxyWai`SJK1VpELe7+r9cu z`=rxX`^fKT+Wu6iNXyWcP~L6Sm$Of3r#?fYWBbMV+vEwHL=eZuqF+w5(KDo{_x2c1 zoBa!kwq44*+W5Vdcj}ZTWol|YHuoWM)GKcrPAl(lRJohlkL6?K;eNJXa`UX;NiPy^ z>wWF1w5LKP{km(^lKH!SGwe8Q-px(zc|%#ntRMIX`dj^lSzrxgNQ6(hpK^ZFt*1g3`GNP;m)t(;bK#3*scW>2Ro5R^ z4ya4M#IMsjj;0e&g_bG$n!VjOzu$c#B$gMs*4{1Qs}KSx%R z|Bh@>&iyKRbmcb_zd_crMc6Vew=Qc`Vh7oNJ%oeg-=h-EgT9sc?_}%T{)uOMh1~DC zhivkfyvzTcoTMn+NUkJ*hx`^fRG1uc9{F#`|3bd#*soz4x8EM*{zq~x|GDJX+}r;_ zwq|`TafaU6|2v6ixjPn1EAm-8Tk*&4A$O_%-D=~nE7QWOmxm?tmOdFaZ}dMxY~{D@ zP+HhtnHF9%9{sw9$!CAqQIr<`H*vj5?(9knyFPg`yyZs|Z?kvo7G}@PC*-lT@UDLM z-m__;K)w5(`uBb1@4lr^*gv&@;(#z8;Na^1i9^j#gb$}#i?ex5;_xtb$1&`X{D0V> zem>MMQ984KBL1JKc9`dAn~*r2Jt5)tbIWwyD^MM~@QxkFpW??j<@nQRI;3sjTONg~ zBlq_m(=^S!oavkLYspkbotGZ2+k@tTy=P9TTR;ACqAg2Zo2K6Gvd0x_^y_QQ6>YTs z^Qf@(ckDs)iFKhl+KwOjj~-b%!M>5F%`tJTf~-7|89wA+n3)+4y2hbN<`oRd3_s*P zOco8W-;H~C-}%pzvvJ^ZX82%ShH>&l*nd7V{06`6IP9Lsel1P~SGUpM^zHr{KgCYp zJmLF4fp?_;-Q3mk;;%dQI^M;HD2q7u57OBeo|eARnepw!>6)>L&Y|QLvM-ik&e+81 z{HTvhobEp^(RnV)?<6``3{9Lq^NmF3So(1OeXAu4goq50F{9kdLe;fY_VeY#Am5GVdt0pGC;Titc`&lTBZ^P-K-*oP`5@q~GdtaT0 z-S0u+Cw@KgyBXXQpOb#X*LPCl^n<onB@#$5`MeqZ2=Jyj7W+;T<*Sd@b<@;xH7K zTg2Zqh}MSa3=bC;j^S|Z)?@XzZj|M$1w*wtQPYqmY(MrVfYhcm-#VNK}ec>Zv0aI!!8qDfh@>-Z1CTT{Ou z-k!cT4CdEq4%<67dxs_k+0J9V!*G6Yad+NThS&3Fa~v7N4VLe;3&uzNDqZ_yB0U@b z2H!(Tey>n^^#@@gz5HCXcM9kH|Hj>^-u`v6HundiNgJez9i{WWc8h!e&3Ig!kvY$vQejW^IYP!Vb3LAAMsowf6{Y_9XZb>-Wc~>;>`)tqq=d|^{2zD@p_%^ zZBPiWME#PvK_8ocF~NPg-#4S5dyDt-cGSl@9_5)tc%S?r>f7uYYQ9F%Z2Q{He>%kH zD=B?0QCj(2!k!zUP?#9s4`bLF`tJ>{Kia&3=r-0@XMRV$`5k}2-Pqgw55)h6Hz_Qe zUi5Az>N|{jI{cC2NpnX!=h$2FV{<#MiND=kf>W`sSH2#WFLS?^IK57u+by4Gj7pro zA-=`&FQcv?@4WWy#9u|-J1AZ3S)!kB8*TPSU&_*#%L)zb zInlP$G&_U=zaUKvGB;)v8{8fF+dQ52x$Ha>`WOq&3N2_x6LQ<13LCWrHVw!Kubz5J z`zteSzHDC9`KQc(;+`e_Yg@c#zwOtvdWHOcy}}Orb-&T@jl`QDKNWT^?WJwm%RhB{ zg}0Y0udH9#Go)8|XR~wZo%+rNIlaPr+IsIhf1mUBJHKh@Hp2XX3BAlO>=kNn33E(ad`GWPKWb#6 zVc1jVw>}k)qG{OYLi31Tp^1H>Rhy_SYe=H~vUD--bD;ydo^_D-weOJsS1TKsj&nB; z>K(Qe^!6X%-eFr;@34Kuh(tn}^;P^LUcfB;Dt1;r6?RR_H2*6zyuC0p?8YAYJBu^J zyZti5-U;#fGsAo2`&rgh3@{f?-FJZeptpLlw0Ai4Ks|X!J(;FnR5un0S4{rUc_m~i zcNtkeNWHqfx95-hGy50tgWjPgt#_zhZ-3?0>S^cKFYRsaq{DHZvSr<3Gx^8^ZTJ&tZDeRBask-{AFi8R4=z_ls%jm#GcJ8q81FgBl2PX=bdTuVpQ z1NyLwpA0`Hhp1=%4Zerp!W;M_;cg&P*k_=Lk=y3kHeLQ!;?Agtgz?o@WgxE?_d08VlP>+_Q~*{o%?Ip_uzA3J-HKqi-Vr+FiOz9NMDbvfhl6< z8p#L!)Eo3R9K&&(L?_PR94_DzuHY)JL6blCCT`;{?nAdBchkNNA%i@4XIA3S#aW3D zug^*p-dP)B7&hl(NV_5IhI|GD1$wDs1P ztPi!*Hn4AOU|-(AzO#XSXG3UQx*;4z)7%ZA87-qW$bTC`+prCx9mzo(LI>VbmrqhJ z|1tTJGS0AyvdsJ}W#xyyTLr3-{tK!qw2xR5+8X90{>M0Z@i|MezR3@#a1mYj1b6TN zy}za1fz{ZIJt#s0&Lem2D`DftSHdQ|y8o4sx8s$tx%QQ?1zWML>y@w_ui^CvuY~-M zUkN)tc_q9-zIpkTu(Rluu&eTw@D}-Y`zv8Lxrh6mX1n12%*L&-vc<4dH$4 zySG8#d_y=u|KQ^d;oy)B;n0W;;X@SWYzT+RBIgy8Kb*fIlq}v5O2t)1mV2)iWF>bM zS?zeuhz-_Xc>iRb^Xth5@40dAZ-t}hSBIttYeVz()uH9y>d<;|ZD^yn^G}{#9Xc+q zmJwbK8*^R`o2I=SUVZW9koUsNVe?Bbhb{M3g{|vf*8gGG;C^lH%l?D@{g5x*j{V;c zZ`9hiXUO-%&Rzd0v1`=J;jN7?hqq6^Y`yr)VbArK<%5^QyJzPn_8xjU6fFK;;=Nlh zhxcFlUSi+bm&5*r-wy{i{-?wT=U)y7^*;{n_+H|}3I91!*!$&hc-YIHU;5kry~Ga- zzLzLz{$8SV^~<4b{%?hgzSm{+8!gRX8fIcP7Gga%q5%6*ga*tU6LJ@$2+jBiCvYAG ztDg#Y$>G1K9K#IE!vZYArW@Z6uP*vQSVzyrmQ_CpTibpRD(Fo(hLgB}zeEqd`b+v2 z_y*ouu`Yaz{5Ez?Ul)Fb{P*}({5k#x<(=z7$<=kC^wPTUcig`%!aQ z`zS=`c-(TApd)I#6_y4@_|9RivK3$IO#{v2WIM{3-F?@K+SR@W#H1`_C z^dF++p7BwX(aTZcSS70H)u?GUzKJ8#jBlcTuJKJY(vPBPt?^N`&|A^wSUZyRj_6*S z5!#X5o)J3sYgew$FrP2Oct%EOMg7W*(11o9MGb0k1a+torV>^3YLvW?5lT^pava{T zJ-09;6yt|D$bD$D_TCQdJ#ycC?ZL&`gUhuC$-UeKFKREoq`gS)9-=+T{~gEQC3kY~ z%GBP>(%vNV$H|X)18-s*w&OLtjy!C}7HmZ>HewTA#n=CpG>z}zH}EnxU=z0B2pW;Z zAL2*&DgGXx;%gH_?!U%=z<bApO|P;Ko_=39yYQxE*3~<&Kszcqg}=7crX{YW z-`&c;M;|@Tsos=l4w*h=w+3Rj#$ktJ-PURR_bBy~eveJ9`p6b238DjEwL(`j_w(w0n)+cQe9oljFFbfuWAv?tK}d z*NBk&-%y2k-k*>eU#Dkhgi&N}?|+}zGWfSr?`o6xn4FOa&+{+nr{2o)jVruU4doq6 z)L9=T!t3iuV}l1qsY80PVX$8m%va};2WG1SqnkZ>7nz)z2p=>h!oL;Y{(8q>QU}&N z3}3*V%;Q(e)|;OQ|5cd7xsGxF8vT%SH@SB8RZ`eZ^BiM)h}Yb-4nbLS*!lPPtzh#R zoDmLerW><9BHl*rvt)(-->BXpwLhaV-c9-XfY&m@Cbpp8aE+#$&M_Wbu-qE0h2&b} z#^R28yk2s$YdU^_;VzY4i++B*oqMq3{T(;1lAJDXymwhxd~o84(A|e$o8$K!Uu3-E zw&S-PH$L+L4qPP93zs3x2=?(|;#@<|dFZ!kitzm7v-RwAPnp6Gcp}90q3^ABuiTrQ z8;^J60KX5i#GCf;9=peji#zUF9rHxbP3{TK*(nW5_Xk`r&pUYk#FO5uIfd)^vEzTh z9nYO>wKQ2sx z@G&mwVbgBz9p-V;TSM^P&7m}&bYP`<6Wp6-vAt)=zv8Qt#|moM{#U4@J@3(p!W}ZE zHQsUeQqG1I-97W-^~@RQE1Y|;?C-qI?rW)c;2z>Pjn5d%g5rbjai{Q(bxY525BzQ& z&TbvaZk@(dd9uTvlw;j*=fiUf?Dg2=zI$fL|0^&YBZU>`fp%d%bL#sUKTn-s+oBX$BJ7-vszC!puch5*|AJ^#_?Oktk{nf5N zAcVJ+i+j#^?_;>nhVX{4$&=?w{ZI4P!k5*2h|!U`hof4U+Da{hvDx@ zPb-y$@!PE?+p`CUO(v>zeDrKs8_UT0ArHToHTK;%hotI>_54%c)%#0*KhM2A`o(W3 zJ;ZNxJ(j1J+`sg6Z=iUxhlF8Y(FdWY4N}L^M_~-cVFD(h=WrtAL^*s&c!8`v5kjW$ zb>xxD`u?Y^(fY{REZ1lx?(M*xt^~!b@0)ei(qB{%g{E!qoJx z3ooU2O)N=t&s&?`T|Xne(y>}Jpc$$Edm5M9bXons+_xt;uk`KH%!kv~+BSmya{~K+ zPG)#r8!VrlZHIQ)8}v7&r=1PT`gZj{`SwfpnVu~Tm=E&~`7Za~)zX9cF7J`=bMNE7 zf39@!fAjS&P;pgf|Y zcLlnk2YL^pKL`DwehYK(DEc)p3?ndl5d9o*fgAq)-L8M@;dw}dV{jZ!z%-nM8JLAR zn1?eViYy=(VF}K{GBhpk7Q^apS;1UhrpPMN4sj5#O7hs1`mV$y6JWG&w>aS-=0r$> zWH?CJ6y#w@#GC}la2Qe{4UR%OWI!flffjV2hjOR}wal$YrV`f~%xOpib`w~@2fH7X zKd*jU>qm+|=2P#6Dgnqq*a$%o3>LishhXXLLc~Ln-+ws(fCzNc>1u}2ESed_I zJ?FnjId%D!$|1t+TEqEv{YW{zW0SHM^UbP#?Ip@>$S|&LE6_yK+ymj5BYz_-qCrD3q^>pRcD!h zhZ?Abx|7s_&=9>r8j(%R>l>gsle#{517$U16wnyM7zG$GH^FA^L2b{K)1E0id7e~; z@s2|^epOH#%oqpg&T@^5=SdN=aOFJF_o1tWz0`i5lsLIJ+%-$w8!{Vz?Mdzt|9oWL zth#rCx`!I?riXVFJebE|g0f&7`Y`vx0Dk>2gn1A~47}r@emk(ekFk+-#z>Hkjf{~% z&m3h0sADTe+LUG;V=VZq--l}}XKV$#`hB=<gLa2a?Jo?hT-&!pRYOnv%ju! zVqQ?~x4ysTbY0k*`N5(!^EcM6IrXd7HK*z@?}(N816^xQ{oprps^B*Hl(3(x;rINv zocnJ?4_sby7NWg_LQ(FXajBcOG}KR5E8;;t1un%+eRg9;A8D0hF)y&zztMEF!3EQuwEQA_pfC=~= zoPuRofmLuV{!up4{@MX|LJaZkhx_4CcmZ;t8f-8Eufsd=5qt^X!rCz2Pk0($fU7_g z#P}a%Z)N-sa-$jlgFMXnP=KEf3R4;XgW?Rv|DXhODU{(?4i&VQD#L02MA81CEU%$V zuSM3S(N|0VPX7tngxwHDKaGA~3(`1^p56@lPn5G}WZMeuAFwXc{(<&c$~ekRbq#ta zbVZ{(4c_l~#85WIQAQ^GYj4qkWXeYD|M|X1CS_|p?H};2|I0)_`Y`%}T!XrYs)qZw zZ{!*C;o0ID?EnYQX&3aESm%JEn<@Q!Vodp-n3ujMtvr*Kh3`ol*m$_f;w{6~<(*!K|b4)`hb!x)r<3EqUPr2q=E z0LfWpj}p*g&V_v9%-ei9?^b}+K_heg4b0~oG6K-C43L)80Q!>wQm$j~j;sKwtPfz0 zhB-;>Rmj@R0I5NKz;hA8dGzo)ybl-fY=*-va0dG~uoiO=M8Mtf0K5SE;W0P@8YqS; zFvI)M1pQzG54;T@g3mRywcz{k6R3bsR5Q z7T5(pf_q_-vfyK1>IOgNgJAu6lml=8c;qy>&d*AVXX z7whFbsxX44>jYgIhWL9Cruu5#*^mE}`uVe_t=BM&S$0 zMtBNdyhKj_Hh?h$cpmcsXotT5X?{9ny)YG~;qyG2i--@^7R|euQPa|F#(X}0k0aM2 zUqJ3c-T)n#hXGX<`W@>y-*-G8$e0P{3*aO8YMq=OgAd?!*aPd}neVuZFu7dwr?3Mv zey4tp`DSQ?L9X#tP-Pwb3VsH6!3Owr9c9anlEqr}?A0432bqgqyD>)cf@35fS-|(x zbx|?&e`BNwS&UtedkOxf$g;E;DNm1)ip&_PL{?$1#=QprT4WvJ>!V_5TgONvvI)BZ z_h$TCkjAALF)hbP>uQXck!{#5xLfhJA=?RWk76A;$9E#Tusd+?#=i&Io5uIu)A_!8 zCf|2Q4q_j|eK;^iMqo4|Mx5XRH;e`H-FX;?3DEF;_bl!`n|sd**eAIg_lY)mpX4F) zu@^+`6J5+cDMS`wFUDPue+jY_ds+HEDQ7Q%3S=erD%`7s_DPNZKB5Xh7uPt%pM*{hQG-5aTkzeGs z898PkJuRds$4?+fu{*V-x1RJy4$hGuxDVq$g6zfKcbxp1Ccluyhxdv;ZLgFdOEdRM zLEK*SE%r(wvIu)F?pplwkonj(etQLdP02>)U~fv^BZdW@rzM^zWF7YUxIN4t?vX}h zm2(gChkKYm+{66g9x3Cva*nS+R{BKCZz+S`h4OBN_okUw1#f7=03~@Fzb>Y_KmANzK=4IY7)pd9{0{dNZY2^$Jga0mPpjzAVv!8d>!oaS=426jUn z+zt1`&mk46p&637#zPlTC%|5kqw7NInD22M=9{32@l(cngn2<}fm3T~$Kd`F{jRgr zfvv~~nae*;pU+7@tYJr#d=XAP3ZKHC(7$NOjgq(MuNiLLDi22yhI#UL;6jeQlK$Td z)T0VOa}s9Y`sP2Wdf_Y3i~on~I=OPOd}l2Q3UoNOlIVq+XPn>Drl zR>UG}#ri7qy3&s8ef9d%9rPBG2 z4RQt7bS3w29oN5={^>CY=lY-H`m%}R4gCL#e+ltg;We)POTxBtPvfwSe(@0)BVVrO zer_YoOZeYSI1}l)g=={qf94@I3i0g5+<@Q5gfZa%jG8W-XB+2v7%nB;O<+~8hwEr! z{JI1CG}m<@9CZo)i4To-e#4e{;@A&eabI#BmeHM04za;oe7> zFF9Wk$6P`@s={X$WJhn8oK^Zi3-o`M=>H(|Gq*`W>^9MDR-`b4^-p1ZTadMcdSnT1 zrNPW$97g|{apMYPWhVOF$ZG60$XfhS=Vy#boy$VcnPZ!f2JFqq7W|D1=szv7=ONO( zivBZF{dSKPX-h!=Ii2;1ndrYVhSLfE@BJbEv%drVTkrR!GD79w>wia<(0`d>ec~MJ z6OsSff0i+!apIZ)6X~NTAI_0hkCCP~k&Z6X=VRDJ8eNIoK4drkexzX*9EU^rpCetr zCJpy<%!A}b6mc!WWu&u>V}4D3-a?of{9fW&c>_L%Mf|KB|0TzrBEKdG|7Um-_ahwR zf+sj%3CBhfe+|4(*dtuadBpW=SmYWua;{bAApF<(ts#!*;0EI9C;s<1{%YdcNZ2Iq zv7K}M2LD@ddkBuG`G1i4e;?+Wk{SO`Wd1*a@&9z@|1+8YM;2h$;a+I?p%f)C{~yo% zKa`M$rBHT)F+!-AW&9tiFjqs(3S)#&hq)da@N0x7%m!$7qW=WOc=Di{vAHEDxf89!UQ@oc=koI)?r^)MBrJ`e6F^ z(3nR59=!egEOe(*|JA?GB7RjdHiz?N6Tg=8=k_r^fISbX!@mIcBElCU^%?9-aWsIj zn*i3$1ju!y%`2qcE9A>(a0ThqirZtPV*u&CjWkicVE>G; z9i;2UbHzeDXrUaQ=lY7co&j(}`QO*cACbS|ntEUk9wh%YTY3K> zJDT?&axrTmFNyab3TCerT^jHI)-Wkb;r$0aT*DN~W}Lvpw-7m4k7OW3vpWgedIyR55Wu2L42LW z*A@P+G5&7i>mj~guB|T}{l`qof8-$cA>4=YA3=^1-Wf&t&+%^L*z7j(aDU^RV**?m zSBe`(r`g8_IbMAwdT^{wjztFn+0Po@fw(Kt^X5C|tVJG9=DX$C2a!Xp>HYWj#oO_- z2V5yHajnhp@9&GZvVXc6j9>yQ*jA|LkQQiQEp#L2tV7mouasupmC^!D*bUe#{8&G{ z%sMK6-W7ec)bw3Rzmk3ibL7=NKafHX>5$OrP))@+KqBQaUi=)=bVJN#Ln-DG(BoeWZ;)4edH-*LL-1>O0~FrLC*Ts^%j@7F zco?kE0SfQqdvGQ1=WfX1-75Qx_nc#$)D<4y(Mg`T|HuODx?{moSdac6vRKRek6Q_{bd~xaSsoND z73Iu7Vy+^dYF(t%Bm_xq%=e{^Ik$Rf2>*dJ5?@oy55!>S{U^Q_FfIhM{)zhkF!g^X z^*_>r-Fh}yY?L$YCdR+v|MC4h;^}r!hgcZ@P6?7e#>o3;dH-p*4leWT(vBTQj$j`> z&ij9oXE-I8b-p~ag!9B)CgaC>mQVV~H>ANuq|=4!a{$BeFu@Q3w5#EE z`Vsd)BJ78|;ePs{XD=cz;S=~8_#}>|pX$7>uP2fJl%?fR z5l#CKsxVhW4e9J%|Gh~51JeweP`C~v;YNss+u#5sLNYu7&%!U^SHNezG&-n+IxvC- zj>8Rb1w0HT5CC(Rk{_@Lr{NTQ0UyBn%SdNf#{5^H3#iecmzD+JV$NY+J$H!xQ3;dR zhrTcrl%r1!g-`^=XPJM85-5eTa`gYJ(f?E{t07$-_7hV2qTzBgV3!DW^ba6tUn86{aFC( z&-~HFJBtnx^@_%y{14#$4<`SE$p2XpE&4@yGwer%4p#x;bc8Eh71lqnzv3eMcu@D0 zEU>0^o_fi^`rmqVzZ~fQ+R^_VqF(9~>M4<0%yl|+(DdkWX+;{d*#Cm?2EsSv-h#U^ zUBq;hwN9C=Z_N;COFf`i(hexr6xO+-_tc)mn$KkVz=awqaW$l$)_dA=joQMN!R z1Vd%4$Ti68VLj9)k@lojHL@z1G(Sq(r;-PU$qQ(K<`nWE;$EdGjcZ~c$_XxT!x$Xo zeB*jw`Iz(d&e1kV@Rj~J^!<}r4}cuPK8*Yv|8^5~`%C_)af4Tc4Rm99;DGu z+n_v_xx<@9{k}pQ{QLU~Hq8Gdj?2032Ot@kR@WF3{p2^umL%$GWF<7K((k+V0LYpE z+6u@~+?a5DPl8{88G7Ik@HWiC`b&rp zB4IyF!4>P7JA*xNCor9$IRei?1GK^jybq@!W&`yF+z$7`f5D^h6ubx(Pzx>426pI% z0T_kf!<+C0oVSs=O1K_wg?KmwzXbFzHG}Y5I1bbBC0xLBa~bS{Xo!W|fX~Bg9s-Sn z_n-PS+r#^h%*C#qq5Pkt{6`inQU5Pf{;yL1Ba5-?aWBEY6j?_2@*&E9j;};kVXsa^ z|1TN+KV)4R`hV0J4VmcwA)BxpaBs%H1!;89ha5ux&qG@h*@oRR!~Ay;<9XEU?P=&g zY-at-Jodx4=R2BY^lWf$P8oRv3pf#N*E~I`{!$|HQMlkMP^^djuxocHAGu zy#@LqkY@rFF3ncZ^Q=|CNq7fVLBTzha7SPS#^7b*_#MBX(05 z`4LWjAiFZrx5T|0{~lyJcKc!4V`=0Ea**&t$7yd(litW)?0sS62geT}$5!bp;QsIZ z3P-U!7s!t##uSjberrV=uvYSr`N3A7K5PHA9t&9sO`Okwdo%tm$U5xx3p|gUzY(cP^_48hKI%*P z;48TXU(srPC6DqiA6bARx(;(8<|6!xk$OA2Z7aS~3S~N9bPRlH|N2TLRQ35%|M@ch z#r%)MSL&*LrJl*^hE(Q%pecj-A81DZt%Wtv#sKDjg3+xAV*V!%-3mYEe-hCDiDLd| zh&2v@%>O_KbVjk>D%@8bKECWt=qo+J%>PU?|C7f2PdfYC5!WDn!y(*Hp9!)%t&;z~cw11$V_R@fs_5ag;GPKP4|5f_3CwTu?c;3K8UE>Dt z_}}q0@_r!YGvqdXD_8Tb{18&$F?fOZBpa%s0pfruZ_WMq-O2lD1`kX@Svu_>?xBKu zwi2p*{z3V7j`Hsu<=;8VzjIQbdQKWL&e4}WCry|Q(42HmTEJ*ICnm=^+92nsAJ0)g zo)ZgZD{eMqd;K}a(9TK6;yLMDIwxJr=frXL9DDekWB<-`(yKowebwirpD+V3s5>Wo zU!L;soQ!zR$*A@m<=;8>=Q}5E!#Np4da};RI81M+Lq@=_AO|Ypr;rLQV1cT9@h8)N>Q2%SG|8>;=P(Yooqi!!m7U`+~tEvA9Q-UnT zUO*f-aQ_vn)c?!W|4Y>W_|*`m7FlPf{|60D#{ZxRvw=23vxWXYVT^|v|4;kB^#5_U z&C%vwpzUqp{de&GBfC7j|H%LJ|L3T07N~D1&j*l$#6Og%?l1XW|9^(}pD-?@n>fa% zzZ?H2o{6C~@+Q|_0=JSc|0MnQkcQQyoeoC8iM=p*BsN0-;>1s8TPaA6mGsqD^*j#7G48D zeOB{3+8aa2PV7D4+>9Mg@v8i{KhGS*;%Y7)r* zgXBNtV9rfo{%c; zkXIplkUNl0WEAobv~?0mhdOA4A9Bx!zzDCyr|>!a4FX7ub?_V660cK6KpsX#e(!ep#*m(Q#izHy;0TsKCF8_^NajO7&UvKL}F`b@~ff+(Zr&b_BQ4A<9_~(*8M0`v>!AJnbKF zajouH+CRy(e=v{Zrs}_F`sg1*HvQHdC;dYU{X_b$dDI>Gm<#HuXP~f}dZ(N*V?ATX z)ITM(GfJuJ%7&rrkj;$q*Is;?ZTfdwCX3o4RhWYPB=D(TWZkcEP zn=yG)6!YKF%zxw8Mi>iN!|vhge~IURf#-k4N8aVRnuCeuJjKR5*oT-ufj{tm z&cXoi`aF+DCS}UEp}doCYn9hO&?^7LoVAsA_$ula(8CyMDEFVQ!sfgWfGi)f~!TN};2m1eE?El3cU}p9JYYVuL_8+>{es42}if(p2{a@(V%KSHUp?B?o zZp=N9qkrHHS?3+?{>`m_f zO{suNsDf&!fm*18`sp{N;rN@3=jF10$EOY3q&B+;_k?gbYNe=uk`SH=GwA%vTrQh=| z^}u_gg~F}xN)hy+Q);>PJt@Il3dNv@ij;Sy5*9i3OQ<>guGFTzD^=<5q6hP?G$g;v zcQ4MPqH)Ey;X)fI06@ zANqkQ%%vZs-9sg6qtDTW-EmxzzY}l%>uco9eeA1uz$NAH`by(hf0pvg(Yx98XE8kQ zE91e8`~94@FzeroSum#W@|9JN^DGxC?VBgW9zG!*&>1s9`8pwv#0lv>IKlYxgcyS^ z5EFx;t%Ng23`iScEMXI34Hys`a&&P(oYTK&zmNfOJN;#hwzh{&b;o1ZGLOpsY|#_c zPagC$Czzl4J^GmwjL%HS@X`SNh6(zY9{QIaDMTT;D9j_pC|v73?5`I#E~UD)qAXJ8 z1o%s~MI8@dU$U$VL<@QK>`&=fD|IOzsfUI%f997BN)rjqTkrv44#7;a7VKzIcmYtG(EJL11KCgxwa@?t2;u$t9r7Lc2mBK*VxEa1Hw{B_n#=Kz zL^2Gg`4jDvb&N5;ha8pb#aX;vTm{?2MZJ^PbeX*VBIR&hxM+WNnT+7}8Wae62-k0r zC0}%9D7OCxuAut98SaPYp$PVHD>uT;a4XyacR?F%zXQnDbmkdp0~%?+m|*OvOFZSn zGLD?E49n=*QE{fb#8v->xRHY?E*VO5$#8~?_Jm7%gIv_NE}mzX4EVYD2CPdQM~8V| zT+&0h_LHN`SGbt38D_r1C2dD*6iZ5tVny0KF4p@rDyFk8X+7Z*^KlpBK@Ex_+{L~C zZ!jKGqtp>^{ZNh45bcsi-7x#9xa9Afc@|P#j3?D7Wn4#jl#BM3i}5WN`dDv>eqmTj zf*O=klS>Lf7dtG4$fERN$@LkfKj)IX)HfKv zA2;FMqTM_qdC2@2w-orhMTfaC$jx}0TZ)gmMW5-Gl2o^p9(GHa$tmSwZmBr&2dP9> zZFW=sk4O!&c6mhV7XKjiaU=Bq8kI)kX>z*J|8Ud(b4$xHw-^K6wEwD<)_Av=^|eYH z=d%peD%NN>Ycxlg|7le0Twh1{AL#$pDqR5$iX*~}{XZPb5ODNksVio|xQjBS%D zs7`5@8f0x|o7Ba(Nj>ILaK28bUAp46ii7LxjyWkkLpr55Ggs-0wMc)41^pij`hPlQ=%h{=Mvib@ zqbW9VE?MLkoYOsTkumTbv&%U0DcnZVtTH^4rwncFkU{NRGT`i>FJYBFeTVcSCpH%< z;|o^W3_68vKQwN=Rh~yWomLrLw#ti`t?5>D7Oe6s%o=D-u<{;JWlE?Y9@to7oDmfmjWc%eQSt}iMvfq-@2e-6oA` zMM~46jrpGfNAYm;HlGqPZlQ4{&^u!+lQ6Zepf z^)KXqwT=0oKgtABQ*K0es8q>5VPySFv68DZiZ-fP$#WVd-@l9gzedsNjkHhRrhQVZ z6zj7TeVD<#Mrlki zN>h?i47fMP8>J=AD8^$(F-;q3{~EOsMdQ&ZSy?8@cAA*~Gx6N&6>Xqi$wTH(o2XCBq6;@kVU&aQ&nC)0ljwaM zQi3cEHqoClNqLG%Dl$w`nQoG*K$BGCUgK|Ke%2&)S!St6HZ0CaBeKcIB!+p1G$UJP z9Q6NZXkR*{H7QFm&zqzz$t0GICb1HaZL^8~ze(&{OOy`I)9KJFU0Y4uzh3DMGD(l! zLHjaG=}R+7f5MCm9M>y@X&Pndpo#rgO)_%WMES2*ob!6cg>=W5WbCL}JgX)dUvS98 zSrcOhthVNfBz0+Cap5=X%&yNRmPTE z#f*PzQn#35TdCWPVk7^oxLMM=r48Ac)QavxtJpEO$F6er6%wl_E2j@mp)r*3~H4I-0Qonk7HXECng#f0`Nne>3d~vlO2s{}avVfB#8Jk!6G}KiNZj z#4MEyJ?ww_C#g>Fks4i&Qj1%io%~-gOT)Zb8c&+(|Cz1ZSr~Iy7($|wZhOf*~U2W z^~@QBGX|fCF3DDr$Qu|-Mi=mv9n9fIV#fd8?KDGhYr$;^c|{as(u8wx+yefO5pE5B z+u@=;jPWDC<(Ox8QQvItmMlw`WXHctd#+1zOUQKcf@qg2MZm8yUZQq3T5O%UV%_EDuSxkKuG_(l)$ zH~MX$z3Wj7+EJxB!>zRFMipb0M=@oLDy?jSWv<@9``;}V-3GDNGyc!udOPF!c8^=> zaH9W|bR3cgC#@PP>(%r42G%J*JGzZ=n3&AWm={Gl|=> z;a~cHL8Hp}$qw}YAP!wX@I+lEW3dy8d+TMa6&zKZKBLMg<8dQP4jD!c1z*P4!euf5 z{m=)!jM4QZjVj#}ArPaG`XQM<>ZcOXg+L24+(?V?Ei5 zDKlF!B3q)nr8%mbK5I8^!&0TOK3i!Bd{62lx~1-LiBdb%Dm8xH=u~DaRfMbT%T_AV zyXgaDDP`f^teNYUl7w#7WOPe0;fg%nQs`Hr=vH{&6W^2kc*+AqH)A@jl8el#r@Tmi zPqL7j;4XQ+Jy)5&D^Gbn#EEn&uispv+{W|vdYzWesQB%&+Hc4SJz6L>=MgAc+pS-%A$Reog64RiGh;4)mOBO9wm=w zB!A<$Qji%ay0}2}AAO~0)}s^$^oX8gN{%xBPx!Lyz~JntGE^T(`^Q&C z!ad5UUpx91B1hW3cS0;QsipIyu_b(=tY$jxK($>-b^JCm=OvwxD zmi&x$lplMOvOep$eV@gT1Qz=E3p`%fb;#Ngghg2S1CsiC@jWSFP zvNmo)sXNMeZ0tH|fJSHn12m^F_S@GXM#hIth6$y$dO|S|t&_I7QN?0kC)U|@=>M#f zb{*~irFGJgg??G=n9{{_>wxY)r_ytFo%EhXKP_rZ=?}Nl|Cvw*v)0K_H0^)=IvLTf zlhIkmql3m2*P>H#FH9(7j&-#E)-nFcc(wnS;tY4NM!+HNxb@=lb19yA!Z5cm!7<~s zq5Fc@Gsf;#2GZ8kFIX=_8S5zrtTHk)p{P0*_Vo3vQClyaT08YTa})7gBl8YDC=+yZ zy{6dp%yBZeadb>+MOqTqOB>RLv_gG4X`~%f8j%fpmtxSZM@NFOQSExx2-~GRaY89u zU~Xl4Jvt^1sh(XgRjbUc#7`(SLoP*EzaAY`_C}4GPzsmXe`%IHnsF(mPQFo=wO+Cu zOm;1~l$;>)c#i#-&W-Q?x6lCQpyZPO1Y&-sUR;ap=#F7HQJ?S#V)l_S55g} zUZgY(6)BB++W)!^F+ekY!WJ-Ywu=c`GdskbLHj?UNU@|Bq5s(-HfY~!r~OCT`rBFm zP5&>hLmaV1O84O+r6;*a>7}mfgZ^0Z9|n)wWeA4DJ7i>Q5oLIh;`A$0T->u8#xm^U zf$=1}Oh7h;RvP8RQP9IU_m*G31)XNbys*EDy~uf$*fHx?u9A}KEsRTUkv=uN?ke=& zwn!jmCzQ``5%cHt>5gxasJi>xAB{KLhc^30&0q2Iqn41|fr zZd%?VaY$Rx7RGUKtd5lGmf8pLV&M?W!43+GxQ0j(I$#sN@ zb~a4%oS~9m9x4UZq3rP$CNUFHn1e#)IBu4tFtJ95iY+iy z+Bb5{(J-0Dy)z@NJ=L7}p&o*S0nENJxGX+Le3YzOOKJ=>Z8+s^#ocIJP!Oa9z;DOlJpx~1*x z|Fm6J2=7BZ=LZ3>5z5N>wjfkMB~xF zjX3)DO83xS3F7>{u~oExYiR#A(EhEV{aZu(w}JL=4ej3=+P^ile`{#}*3kZ~q5WG! z`?rSnZw>9=8ab|}e`biZW`)RB;%jqUBjLzsu$6~MGSYtb8os}94d=f`y0Wej2Xq@k zq=#dAogvb<7$W^cA(BGa!Ico^`$CxS3z3oO5Q)Rhi9G@7t`A|Zfp-nkApM%LzssNk%EmO==oej`d>r)^%}-euA%>V4fYos)$_SC_#1QnaLYRLGkvi=4*c z3=(!|75z6m`fu=``PdBRW0?aT^YIf8jKc(|A2-a3LhmZ(UwT(wJuEwVS5pX?U7ryP`hO=rWHL*zlDFo4E4|DxW5-gf01)J@&6I_0NnRs zza2cd{S^5mbZq{L@BXsyhlPDVrazJHxHITgvd>EV8OA8SlGei?ikWxA=w#myuvW7V zh=F}U2ya2U{BM+}iDwk)gkNILhvS^%81&Dv&xarT)FhmiKHjO}%rlI!d_)_HeQHu~ zlwhu{l<;P-!3g{wCgFFGJ@l>o0jXK#J>^|Ih4~ZsC!9||xWU7|GON>4hpgv5nv>WE z1e(AA6{le$Ph^&=_oV_zEVwOL;=Pw|OV*YA_dh~tNFJ=bv!^82t8egr>(2;A>S z?&mqV6ZvB}!F~M~@^N??9)W4x@{zj44ec5b-xK#aG!^6@+jsy@+N}5 z3QJA;FJ&=UkL&z9-44!}^@GSfq9>PBlxxjH1$Vaf(AQ!Q>BD-N6eu4Wx z7a8k7zK{J`9sN@D>tRrbemxB1Hv;X8%+H@d zKYy0*Q`nD7*Kzdor};hwvS)?)eJ1=&F?`?Rz8#RqwKGk$^MGz?5~LaL^b|3=snaz0mtZ|(Enm7g5scyMGqwbuS;pb z#Z)pEOBQ6u^Nl{pO}bdLkcT-R3J_=jlcE5yx;4V;V3R%$UaF%kmk|!C&D+I0qNe&bt&s;cECL&&Y+yo8T5$ z;+eV!`77LaBcFvV%z5wv=0eDZvxF-_HbVngVUlNW7+FNvmyy-TcaUF01Lg}EOSlMH zFt@>VnD@dmaovPmK^{Ur2#>+Du!>tD(oT3QvKzS`UdB9t9Ob!9&@U$V|p|3MDqZX{nxn>=Jb>01!?KKd{3OCf1n1jXoN>7j%)EX{mP$`amZ{F{7+ z%B5pcl}WxHCZ9L|R%%muE|Sp0hL~xquGngsupl3+RR(=sifjLO%?^;8F4whG7Io5As}qYvnKE<{HKlSl7-qjB^bW zs$8P4OTTdp>7k$LI)R=Xj2{2JIFZA+kKjLu9Kyd}kDeX&-jj3ab)biLmcA}@;pbrR z)4NX<{nPg2^o@~L!rG8+_*;;z*v&}e3VMHrIcY|=Koc0C0UDtW)Ndzv*HIv=j?PIn zvVvnPiK`4*PFy9(QZ4Ngq^g%$$TbxC%t-;)r0z|ecZ|J;As4e2vde$RI46U&i|9Qb z|E;(FKgn~TFiv+KTmpgD(YA*_<9;>vAj}_NUVzV_2Df0`T9H;bjoVi+j(Icg6j_?L zFuwy~*w11AE9R}370Uc?FkgtgfI2x88IJolu@i`zi8QCicg^b4JGV7P|A1e%i=aM|Gh~nkd>?zu0mF0uR+#k zZj!p#-!cBPiSeIJjQ?z6{AUy6KYXJdT2lT;jGj$mI=+ea?A9CP7r@*OUMAo_QgATNb0AQbkIW>+Kk!cA};+yaMSH|&SI;U2h^ zuy;ee3Tgi=ZZE*E;bGjek@q4K@H+?(U`~ca%&qu!KsUHx7+!{Pcm-aAw;+kI?;+oZ zWXxY8A197;NQL}N!R;bsHRa+{xF3bXxTV5g++V<6fvkaU&H>Y=>yaqX1!G!>#dND znXLaq8n8DbTcRf!|D*j6tzd>Wuz(e8&^}N5AO5rc53>Whp$Go2?SB*N(O?8dQ_#x- z7r0>zJTPvVlnK+MxYRTtP2O50oiV=*Z@{0hzlYS~R|r=#?-B`np%nW~$j9JWcma+; zHsnDS{uRhH(!2p#kNqg-w=lQyE`Ek=#;qOFanFEDqG{)2&&1r1jKn^I+>gw{?Lp*Y za0FfeEpB7@TQT>84!a(PF(1Rd9P=y4-@}_wjs0uZHz3)UgY_K+!e|X$itiu z1^DTp(Epee@mv%S@%-?dlpss78;QdNtzd>Wuz(e8&htIU@3uUGM!N-&jpO{JJh zy{0luWnPmSwtTji{|X5?m0hp?HOOY!%x|BB$`-jw!sKeX28Fq6Beud0_0MaHR82e8 zzg_BIl=`<@{kuW^+oS$P^QQ)jRF6`Fsv*^YYB)8R8cGcm3%9_Jfqeq6jf30ZcDMuL zVL#jncR>Q&4L^Yca1ibRHV(e_K1hT^a6dc%N$?<~z{BteJPL>5F?bw)0jcl=JPA)h z8XSSA;Tbpz&%$%?Jfy=5@Jo0RGTs9aT^XxkHzolV1xlKLq=e_E6ev#d!{#WO!|8;F&7{4rt$vg4C% zr$k7^^%Aj7B6jdo1u3EaHx=;j4L}IhKf>z~;q{2{dPGV@Bp#7ok4Udaq}OAoMC`<4 zr`Kbr*J+nT?80f6*J+p6DM})uaEkIeMR}ceOT=!Rc6*(6d!25Oh#PRa!RvH`*J+PL z?7?Y|*J+Q}DOw_;af%D39pNrw2^YhOs`R6SB6EXk9<&DOB zLuyo!5_!FFr;$7OsY3OR^d?SZghYBnM|zValAzw?i1a2z zZvsR{Nu>AYBX>)r_mUAtx14YF&G?249M-Uz&Rv`anIdsk5sb-j?U48cd?zuWu2 zN4z&0rH1n6^lsUGy^z)3+up4@dvp5+x#4;tyKnGbls74EP(8i*zDM?4FJ!zoVfLub z-n@^N=<9{d_a;-c>g>(`y|Q<2jQmJ$lo(+P=oq+3_Q}4@vTvWwI>W4y$xKiDtvi4uQE;vbOxa;MyRi`>b7g4`u{?U%dmyH)Ob zLhgEbL=q(77D@QAB-|_7k8K3M}+q!NTM8)L-G8)@aMhp`{n*0 z%l!|^{SV6n@<2SlcuA56<)`v9NtTD?zvSnVA}QO_wn@tNN8mY0d2L)CmWNZGl}F@} z?N39xJd*O1Jc9L6c_fWrB~DS0%FUnJoAk~~UE9+tz02s}$>Z`kQT{@H!M*(=MN%bI{lOEGdPGuRkkl9D33*bUjFl(3zb6UyXIpkOm)luq3XVp>&VizF|VQgQ_+nkpa^LQx{-9F z2^0Xrd+)vXg!jNr^N>}cV08!MKV9ags!0IEdMBYLf$H;1QT(>eow=Ue20Jsqch}zz z%irFYza5pootD3ymA{>rzg?8SU6sFGm%rVVzulI<-Ic%Hmk({_!@KgKy?p2>A3Dp2 zuJWO`eCR75`pbub@?o%i7%Crz%ZJhOVXS-@FCQEroGc%v%7^LlVWxbTEg$B}hxzhh zp?p{@AC}68;rd{`|X*2;(V@?ood*e)M-%7@+ZVXu7HFCPxdhr{yWefe-yJ{*@1 zC*{Lw`EXV~oEIJXA1=#>tMcKx=*0hUTYN%!Tm8pC`H!LUA4}ywmdk(amj5^`|M9+j z>@Ob&%E!U-aj1M8E+0qA$I0SBMUOsh{Po3pcSNYUkKJ}DOz2#G1`P5%N z4U|uV<J<)_~AQ(yUMsQffsei|u1jhCP1%TJ5tr>pYQ z?f+G5-q^OWY2;+IeC{ZpyUOS8^0}vc?kk@M%ICrId8m9IE}uurXA_K-&*SCuMEN{f zK2Md;)8+F_`8-=b&y~;fyj5A}bl|GRv?E1&Pn=ZEt159Q~U@^fqXxvl*CuKe6ye(oqgcb1>K%Fo^9 z=brL&Z~3{e{M=uD9ws_7Rr~!@@1ubSuJ1I%9r)>WutuAEMIoYm)-JZuYB1rUk=Kb!}8^Q z`Epdg9G5RA<;!XLa#p@vmM>T3zpwviYx(b||9!nV*=@_F*&B;M?a@3q0JNdP}Iq7Il zI-8TO=A^qh>2dOVbI0$^9ltks{65s2jF)DXo4>aGvenFI^VfI&GtH(=dMBslmo5LA zC2loKbkfXgt68vlp2{^*yJU%P&N=fdj^zxOpmDh=txzh)jznz=Y@W`FW_`E?{G&2pT)-TpfB zlV+YL&Cr~@KKc#i+S`q=C$G~t1NH(rZ6tyxT)m#PzwaPsf7X7c8NZOsGS|IX*2lhx*Ay*V+Tcg=j9{B_nm)V0?KG&6tq z`Wk#aGo$8OGplBaPF^Se>*RIfx4||ae6O#o=7}lI{q4UQ!rUGv&EfwNx@-!3%sdV5s!j&3f$P13yG-q7T4myPxHQb+l!@pjMa@?3tq=hfNKEUn|0qvqt;$?IdyxOwbf^Y=ODGH=J*t>))SXS2-CW^yNg zU4Fafp`Fb_JAKCZyYgReFrPf9rI|%{bB76fnuj@gyKL+|Z|lCN8Bo30zl;4KSZ&T&B z{N7rAZ!i8j`rG(>rv>`+_5Fc^r(DKMs48>xZr%x$oo$)v21x?mKbcne(&e z+%y+6YEI3oh4RN${~wpf<&W##Kdz_W&X&s`H~oKHyYbdz?tb{={>)kHANLo|`rgil z-_9o9&Su}vj{dmwpgU*q&h8E6e(3e#_am>9+|Rw8Ex(;@yq)d7ogM$zV~*b*dh%a4 zoHRH5`NKx}vu&=}->q6yt7=p4RJ-a>ovKT9s~**>`c%IfP=jhn4XY6~rpDEbYUVw! z7SxhjRx4^%ZK`dxtM=5sI#7q|Se=(Y+l{N;^4l%1eNs)SX=PsR=GAUq?dH|Krq&ft zyZN?nDf4dMQRd%n{_W=9ZvO4&-~L`5Da&a;QK#yx{Mo_X!QH{z!PCLh!P8;<9hTQ& zejVo3VO|~P(P17P=Fwpu9p=$t9-YS9>G7S$+-d!Ejw)mCH11C8qH|GsT&KtFS-*Rx z-LqczOuuLPJq0H;ldObC-Q|2?%o*VO}X)jHCX}U|( zU$R^_w_C=gF-E!S>-E!S>-E!S>-E!S>-E!S>-E!S>-E!S>-E!S>-E!S> z-E!S>-E!S>-8L@I>#gVY*7JJndA;?#-g;i|c<*@cc<*@cc<*@cIPW;`IPW;`IPW;` z`0n`b`0n`b`0n@w8veZVJl-+h@!hfAdEV~$?)dKb?)dKb?)dyj!k>41cYJqzcYJqz zcYJqzcYJqzcYOXD|LIThpLa}mJbpao&pVFhZ|S|U-y8eAvELi}y|LeWuI@co_YC(8 z_YC(8_YC(8_nxbJ&(%H4Jk?>W2Yy7!vAXS-*+ zXS-*+XS-*+XS-*+XS-*+XS-*+XS-*+XS-*+XS-*+_uSp{-Fxot8Sfc=LHYBZ^WO7z z&w9`L!1%!U!1%!T!1uuS!1loP!1BQI!17@H561ss{13+eVEhlp`e3XN#`<8K561am zoDatNV4M%e`Cyz6#`s`7561IgJP*e6U_1}T^I$9wx8+|y45?8yrjGsl>+Jt`>Fvtd zzkWD#Z*%r~sdc;jtHZ|kS$3Oc_mWys`^uEvhw8mLQm4w` zyD!yM`B%>m%Hw-HzNcMvDf8&rQy$;r@jV{jYo5K!%6xlQ)s8a8UeooOZVYR}G?TsM zUmNDL(NX@jJOBS!%Gq-H`a_FqRb8rE^{8Ier~1`^8dO7SSdFN$rv8_&ejeSqHiv&- zy6*ey(qr%Zzb_s9``)MS(Z6nc8lU|4rMbPoE;(HN?@P0P-P_E4LQR&hEk@H~BrQhK zVgxNl(Bi(9DK(?!)Ph=4D{5VBs%`aN9jOy_s?ODgx>DEb=4%UZ%dNUAUt7Drwps_R zmY~(9>9qOUYR;|JRjWC-u6%79{@Ql?wap4^uIzqo8~^LxuWct^+h*MQc8_UxU0PLZ zO?_?aZKh~7p5}^at@~CZZQW?k1)^8D_);ywKK0{$Pv{p$tYOzyqaHrmwN#A7awef2W;N^Hi{ z%)s^L`Fgu#Ew_1}zP<(i{W@y~>@BhSy3__T{(4U{=|odsjnpb_-F%zNq}#lW+oqcN zwm!T*s+s$gyWiH2w_)4#>)LD9r8i{rCbN2-H7}`V%r1F)JT1*7F9uIi+iX*>uaf4> z^WMz$?NT$Axu#y1(Ts7vsn@mU)$)47>(km;yd~Nen!6gem*?A+*SRfxZPt3T#$ECf zK76}mC|)vr&2ko-dVB0&H+VI@-qySi-=3RhWL|J>K4iR~nm6X_*?+wT{=e_BHXko- zt7@&OS6DO3w@b~8e4@1ZL}~Mh;`6B)!lv3%+p1Z#t?=drcyJUrV zs+yad;q1K)&{?y7ywl$1+^miUZOt@ubjjPb&6~2#Tk&<-r_Q~H+L~vid49ZY+HO>{ z6mO3aYj?!$BW@eDs>ZyUW_@bRx_`kNWy#!^iI-hp?NsDzbIN?SOt)=tyViv5>#uv$ zQ+6H0vJo?M|=bUdnkbx|HW zOy6O?9j5ms?XhEAO{hs_866(qVS4*y9_@R1?C_Y*Zq=ve)Ph=4?&~tIt~S-FJicpQ zSzed%cHNZ6?ha)+-N(v&e4~2onN_RmM4gt$UXSf{d#|zdns=||_nLR_l`@|`wm$Re zGtNHC=;QCZROa8u-`}F%Dbw|vPyev89{Nq!Z@m4+)Bj#sUcdSF-zkq9unq>!%j2N& z4|b^@#W=XAjBn679JC$=57m+K_#xvMGVKu4kmq8EcgR?VjCI)jhTS)8oqL}>j;tul z8nukEq4GFx`tec4F>d}7#yr73VVzHy&xB=7SjL3uC#}~>^P4n}Da)K@nl|5Q>uc6J zn6(aPEpyKEHs|`BG0!nB^p?lP0cE-+V_Y)sCF_3K{FbecW#d{gpB2yTie;@%DUV&X z?9~Hh9;>Eb^<1r4{+ea4SubnGyyo#f3m(^uY0YbEZS!d#W6kPaM_ET-H_Uabe%&PN zX1{6nn-;ZYxLY2w?e^`B^0?z^@DcL3XDEC3<#FHY*~i#--+`eXcq$KEKlIcbn#ZBX z9va@Ec^+Ebhn~LohW6eneQ%!c-S*yXM@!1}BQK#NPv4Qp99ad&R)syzkN$^Yk7wq2 zW_f4GXYN0{Esy8O=hx-&!ZIN@@xnNL96WmKKicK=XqVFC)yY$r zS=p=fXb;k(y+@Ds8a>);^JtIEqdhT?_P{*abMk1<$)mj^kM@o{+7t3<55}Xt6puG% zYcIs3y$z4{C_LIz@MtUi(bo5)E$c^H){nNJA8kE9-kG0Ih(}wxkG5bRZMi<$0)4dA z`Dp9$@d4A8;p2nV`*2mBY&|^vFjt;h&dO73iyA9WzVQcWxKns~3Qt4Z^o zv@Gwqr^!{dUY@1~o{kM;%5bOLHMRdZVl7QmcppB^kk1S&qnUAiwnLfQY;)O?=ByoE zrcZOG_a1$kvxerZ^*OqEYj)mj=Z$RM8lAV81tVB6-QtO|_Lp2Cv}yPeTU zUY?e*S3I379B4dx_j$T-`-QRC zDgI<9_LH5tPjLlO2vvb|yaAG52Ig+>^J?lbvi&b}l{HiSqQY ztM1G553_1PU6tpS9<{69s|$5kp8a8cwiWj53)OR*%MPeK`-A%2-mMPGbH`kHw%6jh zbErIfsXu$EKX+}Z9c5l!XX;$tsE6`w_rr6y>AKCU+q8B;2m_R7yBMCm6`t)pX53@e)41`DTi&?)CoFqn zq&#~&JWsJq%`5YmZdH~!%{y(~%~(G(%(Is1kCM29+Ei}$MtGiUQO52M)bl*=yy^Ur zdR{QiqUjgS-wXbE+4^0!E?4^0aCu%e-Kxv0#q?5^j|`{wz;G>4`?v`!B#|GoM7i}QSB{71%lY<(TO?Zo+sah+HfC!F2~&%Sg% zpL*=6F`qJ@dj8L>%QNfX%yj4GbMCPhp4SWGaKP!=m(phkX`X$_e0I>~*-qbQJ9eM# zpnbN}^!d)X>@0n@Q}o$R&}Tb0pZ!UAzW2P?nfKk!rtd$rt3EZNPRe&*zQ5aT^S$Lz zy;t|@p?q)cR=sLp9hdJ8Sbl%!zRoGNs%fQfcVDo+FB{vkb-QfbtF3BK8Pn>5GVQ8$vFdSambdP4>&CTi9ot3teZ%_M zFxE|D+w}M?^V>169qW9@IK39X@49c-G`q&WYhJq^yJtRo#o6y<~Z@V6JvA?{<~xF-%qUXQ|CUbzn>Y`nb(HT=I`g$&kaK)4$t^{@o7n?+(g;x6}LO zhgEf1UVQ$(*iHD-a;$F4OY5K-R%7MGo|PAy|1UOZU)t`vU%J!8Hzrk!#7jCswrsTJkE*)8S%S@+MmKF2lR zrHsoT_ZNTMU*=6a&%9_EKJ#7{mz3rE+h^5V<-i@)tJ zs~+P^`pc^MtR5<3TXVZ_-Y;G=FB{g&#-`dUFPp8(`rEuOFWc6czyB}0=DF+f4uZez ztt<1`GfwRqFZ(mf^&{)$XtKQcyZv%v-JhA?x%GN+U0xiFesR$B#aG)G2Q6Q&&C9{b zmuq8mu<*r!z!wJsU;I6Oaggoh#^ZgheQ{vz#euUIf1h7`wSBoYRtLmhyiQ&mjCyhK z>BWJj7YA)#9JG0H0OrMkmlp?K>fC0j^M|GGU6i^%QUu~ui)vME>YZv=9ja4xsczMy zdR3q5R|9HL4XI((%xhGQsc|)-Ce@UhRx@f=&8c~{pca)eya);y>a);`jZm9`PUXAMqdYAMqdY`)sIwt*m<9>kJk4Dzb&!q|4vl> zy{t$4NBl?pNBlmc>Jh*HdqVZMv>x#v@gMOY@gMUa^B?mc^B?mc^B?mc^ZWi;kNJ=J zkNJ=JZS~b-{$u`Q{$qZBqw6vMG5<0DG5<0DG5<0DG5<0DF~85uddz>!f6VXmvmWyw z^B?mc^B?mc^B?p3Y^}%qK40rG|1tkD|1tkD|1tkD|1tkD|1tkD|1tkD|1tkDzip0s z%zw=9`$YAkj#GWd zsVDp={3rY;{C2k06aEwa6aEwa6aEwa6aEwa6aEu^-;e4E{|WyI{|Ud(p?bo9!tc9N zJ>}Q1Q&0I%`A_*z`A_-%?W(8zr~Ie@^;Kjrt`t)B9q@@o{Tr~Iedc{!@NCNvmz4ddh#wf69N#f69N#f69N#f68xrsh;wm@!M{yzB5*PFzOlq8UGpo z8UGpo8NVL7s)w%Xp{r;7XZ&aU_IT7Y{xkkF{xkkFemg?z8UGpo8UGo-@1*sN-~VF0 zp7EdYpYc0@S!`Oo>!`E4`SbN+MwbN+MwbN+Mw zbN+MwbN+MwbN+MwbN+MwbN+LFJFDwC|2h9T|2h9T|2e<^&3rxQKj-)Tyq@!)^Plsd z^Plsd^Plsd^Plsd^Plsd^Plsd^Plsd^PltE(^P$@s{XdtbN+MwbN+MwbAEfF>N&sf zT=ksaHbFh-zu>>%zu>>%zu>>%zu>pcP%ro|_%HZIMG=zipg)!GFPj!GFPTo4@+LQ7`x}`0aJ8_PW&zemm={ zo%PjrQMJRqYQ(D=@v26=su8bh#H+TKs-5`NPW-A7uiBAcHR4r`cvT}_)reO$;#G}! z^^#vBUe$Zh*vN9HR4s@ed;B@M!c#KuWH1r8u6+|ys8neI!I78 z;#GSFt46%45wB{*s~YjD0|!+jUbPRSYQ(D=@u~v}RU=;2h*ve@RRJ`66ys8neYQ(D=@v26=su8bh#H$+dsz$u35wB{*s}5vTjd)cfUe$ zYQ(E{nO5H^t46%45wB{*s~YjD-KbR~UbQQ=YQ(D=@v85g)&8HV5wAMPQZ?dLjd<0; zmg-nYhR1JDngI>MncTlJL4qWZ(ts3;I2ED35uU_-pKB^9Y zRSkO8fuE{Dui714HRx3hdev^>szI-6(5rS2R}FgA!Lq7BuiC#=eXp(>^r{BEszI-6 z(5ns{RSkMogI@KWyK2y@8uY3Ly=s40)u31HX0Eo&s(oYCL8j_^dG)=#YS611^s4XY z)h_627j(7lRyF8V4SH3BUe%yi?Ut?@^s0SoRfAsDpjS2MRSkMogI?93S8w<==v4=> zss_EPL9c4it2g`_^r{BEszI;XyAt8uzMgk!pWo)wow}lhj*&4SZDtU)8`@9ki?(_^JlJddq*y zZ@Z;xK*?b{~f=EzG|DQYUryP`l^P$ddGjq?~p>Z->BN&stzqwjeS*PU%lhk*jMlPHTTs! zehq&0j$e~sz2n#DR~@9R4o6hm_f?}`)#z6>`c;j7Rij_k=vN)4s2csMLlsq{U)AVW z?Tf8<{2Kl09l!ln)nSaP;jiBDYx=8q{2KqN{aMxita`_<0kGcj-|^q^J3v}B16Iv| zRWo4K3|Q^=st%e~&45)iVATv*?FXw4kyM9Bs_n{ZyRvEqteOF#kjS^0!Rl~Oec*rK z*Fab`5LOL@^@0C^|AAjKVRgu;Y9_3j39Dwp`oRCd|G@vi|G=-ouxc=@8Vu_Lzb3<~ z$*^iNteOm~Cc~=9uxc`__PbY&hV_B}f&YR3f&YPD^I?79*L+wVrm7kcs|LiX0kJw{ zRqeN|5B!=2>I1+1_x0hSYZv=9ja4xsczMydR3q5R|9HL4XI%@qDIx2 z8dno)QcbC8HKS(LoSIh)YEdnzWwoMK)tXvY8){Q+scp5RcGaHRR|o1)y;n!-Se>X- zb*9eMg}PK%>RR2XTXm=I6@LqV3x5lL3%?(&NejRIxoP2V;cwx$e=Yj!qJ=Ll{Mz`^ z!mpJtE&ST~(!#H$FD?Aq`qIL$wJ$CF+WXSNuf;Dd{M!7|!f&5(TKKj5rG>wRU)x_= z__h9}h2MU?wD3E=k{13J{uX}wnqyycv<1d~zi17N*1$L{8SQ~_940ONS_GrfAuas& z4aTvV*gqZnr_;*s5N2BWTlri0Tlri0Tlri0?Zb{{!q|_UR{mE0R(|^!)5>o@V_NxJ z`R#8^E5AmRwDPy|I}Q{Lh-u|-U;~-th}sVpiXf%rb^wDe-;jm~pisPpd4vTPDgu@~n z7U8f6hebFn?fjaO($3$`uk9f1{O$bh{O$bh{F;{1!LM;C9sELN5h_aue+R#CSvvST z_&fMJ_%%313qv~iwJ}6jdNe#mS9%1{qVXvjpQ7<89sG_jM7Mf$tH&|lbnpwQrGvkN zUsx?2{2lySBGSR%!Qa8(!Qa6z%ofd4(L5D_wsi1oorqvt1lyv8B7$vk93z^m(!sC6 zDjobC{2lxq{2lxq{2lxq{GI%r{GI%r{GI%r{Emf0I4;6*(WI45{!V_!N21$4j$6lZ zk~nr9$4b)4FFcn{{!ac*enGl8&KF_2bnU9@{dxGoyL(#hY+?|5K3`8)YL z`8)X?A515|V}$AC@8ox^FrECJ{GI#)deJ%(#}CuVuYoMuNYcsQ$=}J}$=}KE_+mQw zJNY~LwVK57#%LCdhO;>Cm@fVEiF=*AkO1{x1G5{x1G5e#fk$Zy@>x(#7xiRl4{!&P5+Vy7;^JyZH4Kq?=#7A>I7l z{9+F2=GR~s{RZjg7kNlGzt)>{^J~0IH-9(3euQ-Mck^q@NjHBte>ZcB=g>>`l zSx7g()}3_ock_4ick}CINH>2se>ZZZZE;)^h-1R( z<`=(+_(dGEi^jk>P8`RH)6L(_?>Jt%`MdeM`SngjJR?2)J^W%C5z|Nye-FR7Ml=_u zhu^X0^zira_we`d_wYOZoF4uj{vLk480q2f;qT$^;qT$spqL(h$EwrA-^1U--^1U- zuX!;&{5||V{5||V{5||V{5|}7JR&v{v61NYNDsf`-s$0Y>^mAC)5G7x-^1U--^1U- z-^1U-@A!Cn_|@8j>|@8j>|@8j>|@8j>|@8j>|*HD^1eodw6ErL?@8j>|@8j2}kUsuC{yzRb{yzRbe!V>DEqYXnm+zMevPf^F3wzntuL%ehshD@S1-9e*S)b&98C1JN^9q z{Qdm>{Qdk|>!L9>dMl#0A{u0))h_+~{rvs>ny#a1HvRk>XVcH$&)?7A&)?7A&#x~d z{rvs>{rvs>TK1yRHvRnl{Qdm>{Qdm>{2Fl6&)?6l5jXw(dY;nH-_PIA-_NfHDq8>2 z&#zH8{rsABGr&K{9WvS> zGsr*4uYoywWTHnVgZ%nrGRQy3Kgd7GKgd7GKgd7GufaZp{Db_1{F?1E$Un%h$0mdP z`p%*uI)nU!{Db_OqoWNo8l*GGuNNnS{Db_1{F%HG2>%HG2>%HG2>%HG2>%HG2*19`jPPqA&Itbq{|LWE{*3UC@Q?6o>dy%O z2>%HG2>%HG2>%HG2>%HG2>%HG2>%HG2>%HG2>%HG2>%HG2>%HG2)|%XM)-wuGQuxB zkP-e7{!#u>{!#u>el5-!QT|c>QT|c>QT|c>QT|c>QT|c> zQT|c>QT|c>QGWfS8RZ}4ALSqAALSqAALSqAALZ9$no<5y{!#u>{!#u>{!xDYcp2p% z<=2;&QGUI78RZ}47mmm%|0w?`|0w?`zuvu!@{jV5@{jS4@r&1HjDL)Oj9-6i#`wqh z$N0zi$N0zi$N0zi$N0zi$N0zi$N0zig`c87Fk}3BWHZJ;#y`eC#y`eC#;|pWvV1pWvV1pWxTioC*F3{t5mGesO?I@QVawf`5X4f?p^n z6Z{kW6Z{kW6Z{kWq63-WpWvV1pWvV1pWvV1pWxSHm{8Ri>{8Ri>{8Ri>{Ce0k#jp1_@*J7spW>h5pW>h5pW>h5pW@dS z8a?ls;@9^c`HxKTPw`LjPw`LjPw`LjPw`LjPw`LjPw`Lj>n+U`{}lfe{}lfe{}jLA zVy5_~_^0@%_^0@%_^0@%_^0^wDQB90nqU8YrunD&r}?M(r}?M(1yeH3ua`B`{Q6ll z%|Fer$2me|ndYD7pXQ(DpXQ(DpXQ(DpXQ(D*AJa({%QVc{%QVc{%QVc{%QVc{%L-F z(-BUK-sw#9>z~dv|1|$J|1|$J|1|$J|1`eFq9d7y~WX69KFTSTbvpG8U7jm8Ggam$X8^Rf0loif0loif0ke9D6{;t{ImSC z{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImS}o}=$M zv;4FCv;6WN(FdJb{#pK6{#pK6emRiL@(V^~mVcIimR~j`v;2CeGs`b9m0A8-{#pK6 z{#pK6{#kxus>qULj(?7Sj(?7Sj(?6{&?q*Z%zu;Ns`RDodsAryko`0Tyo`0Tyo`0TS|9a;6 z=lSRP^|EK4f1ZDyf1ZDyf1Y2Dd*=D&Br?xG&p*$vk2~}H^ZfJt^ZfJt^ZfJt^ZfJt zvK5)<7l!k{J5l`e{PX+^`~vD(;9uZh;1`&SEJhai7x)+W7x?9ivcSK{ssO8{ssO8{ssO8{ssO8{ssO8{ssO8{sn$nrY!I;@GtN$ z@GtN$@GtN$@GtN$@GtN$@GtN$@GtN$@GtN$@XM8Cfq#L2fq#L2fq#*Ik$;hYk$;hY zk$;hYk$;hYk$;h2&LE5Yi~PdCS>#{jU*uopU*uopU*uopU*uopU*uopmr=+f|04e) z|02K4LgZZ{ua!mqMgB$pMgB$pMgB$pMgB$pMgB$pMgB$pMgB$pMSi)52qX^Dpx+^Dpx+^DpxYiD#LA znSYsI1|`e-_8d>-_8de%T@G{IZLYx6L~LI{!NVI{!NVI{!NV zI{!NVI{!NVI{!MqUxvs!|2qFV|2qFV|2qFV|2qFV|2n^XWMq1?!7taF4gL-O4Sqkb z7TL*c@Ne*M@Ne+TQf7mHgI@+XGQip3-{9Zi-{9Zi-{6;@%Le}jzZ_jQ_&4}B_&4}B z_&4}B_&4}B_+{*~!N0-3!7qE44gL-O4gL*&S-foU%N}Qge}jL6e}jL6e}jL6e}jL6 ze}jL6e}jL6-!C#}gI{Jj8~mI6oBZ;9+2r5k-{jxq-{jxq-{hBX&L;mR|0e$?|0e$? z|0chDX*T&c`8WAD`8WAD`8WAD`8WAD`8WAD`8WAD`8WAD`Q=ly$-l|J$-l|J$-l|J z$-l|J$-l|J$-l|J$uF0fP5w>(P5w>(P5w>(P5w>(P5w>(P5w=OImT@A%fn`i-|re^ zi+_uMi+_uMi+_uMi+_uMi+_uMi+_uMi+_uMi+_vX?;>Q2e~W*Me~W*Me~W*Me~Vu> zJX`!*{9F86{9F86{9F86{9F86{C?RaTl`!6Tl`!6Tl`!6el#gt{9F86{9F86{9F86 z{9F86{9F86{9F86{C;#hTl`!6Tl{kB+2-Ho-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u z-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{$vgF4^Ya z=HKR*In6fzHvcyNHvcyNHvcyNHvcxitbMlmxB0jExB0jEUH)DEU49w&?DFsN%erTe ze~;g9nPiWDkAIKfuL)(3-;aK0kKYe}XOG{He`k+>kAII}20DBEd;EL+d;EL+d;EUT zEPMQW{CoU+{CoU+{C@u-em5n1{CoU+{Ib;9Wn#uwH0sjI20sjHNAGXT@zu&~k0sjI20sjI20sjI20sjI2 z0sjI20sjI20sjHN-_pqe{{jC2{{g?>*2w|?0sjI20sjI20l(keiQnAG0sjI20sjHN z-yO*z{~^C$#mXW7A-~@u$szwC{~`Y&zu)W0A^#!&A^#!&A^#!&A^#!2-}1>J{~`Y& zzhBwPA^#!2-}uQP{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~^C$?aCql zA^#!&A-`Yo$|3(D{~`Y&zhCvrA^#!&A^#!&A^#!&A;0{8wOG7NL=Gh!CqRSQ4}79ett6XzVeo1b9?LR=92 zeo|cmPX>mcg)8pJ>iCNiyIoc9^V0vn^#3pY|4aY>(*M8o|1bUjOaK4U|G)JAFa7^Z z|Nqkezx4kv{r^k<|I+`z^#3pY|4aY>(*M8o|1bUjOaK4U|G)JAFa7^Z|Nqkezx4kv z{r^k<|I+`z^#3pY|4aY>(*M8o|1bUjOaK4U|G)JAFa7^Z|Nqkezx4m<|I`1c|4;v) z{y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7n zfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH z`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D z|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ z^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*{lHpLJr~gm?pZ-7nfBOIQ z|NYi}{eSxZ^#AGq)BpEd`}P0n|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ z|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I* z>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq z|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq z)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ z|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJ zr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c z|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUc zPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>? z|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm? zpZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v) z{y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7n zfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH z`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D z|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ z^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ z|K04r*?+VDX8+CpoBcQYZ}#8pzuAAY|7QQq{+s_Ur%C|EK>?|DXOp{eSxZ^#9%LzuAAY|7O4bKmC6<`)~H& z?7!K6v;SuQ&HkJHH~Vk)-|WBHf3yE)|IPlJ{Wtq>_Ur%C|EK>?|DXOp{eSxZ^#9%M zzuSMe|8BqjKmC7q`}P0b?Z4Z9xBqVc-Tu4%cl+=5-|fHKf4Bc`|K0w({dfEC_TTNl z+kdzJZvWl>yZv|j@AlvAzuSMe|8D=?{=5Bm`|tMO?Z4Z9xBqVc-Tu4%cl+=5-|fHK zf4Bc`|K0w({dfEC_8;~i_8;~i_8;~i_8;~i_8<1^|I`1c|L?H>u>Y|CuwVb5{y+VH z`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D z|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ z^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ z|LOnJ|EK@&wEwjKwEwjKwEwjKwEwjKwEwhU|DXQ9)Be-`)Be+b{eSxZ^#AGq)BmUc zPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>? z|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm? zpZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v) z{y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7n zfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH z`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D z|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ z^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ z|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I* z>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq z|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq z)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ z|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJ zr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c z|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUc zPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>? z|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm? zpZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v) z{y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7n zfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH z`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D z|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ z^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ z|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I* z>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq z|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq z)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ z|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJ zr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c z|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUc zPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>? z|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm? zpZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v) z{y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7n zfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH z`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D z|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ z^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ z|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I* z>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq z|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq z)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ z|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJ zr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c z|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUc zPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>? z|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm? zpZ-7nfBOIQ|LOnJ|EK>?|DXOp{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v) z{y+VH`v3I*>HpLJr~gm?pZ>p}?f=<+{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c z|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK@&&Hgw0_5bPr)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nfBOIQ|LOnJ|EK>?|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJd;7z;B@93q zfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuw zFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp229 z0AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPU zVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I z0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy z!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a z0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1Da zgaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!- z0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K; z2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu z0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx z5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S z1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rX zAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv z3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L& zKp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST z7=SPUec1nD|A+k__G19T0Q6!1hy5S+f7t(F|A+k__J7#_VgHByANGIP|6%`!{U7#! z*#BYwhy56UFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx z5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S z1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rX zAPhjC_J7*{Y5%AF7=SPUVF1Da^lAU6{h#)K+W%?)r~RMyf7<_P|EK+*_J7*{Y5%AF zpZ0&+|FHjI|HJ-={SW&e_CM@@*#EHqVgJMahy4%xAND`&f7t)9|6%{b{)hb!`yci{ z?0?w*u>WEI!~Tc;5BneXKkR?l|FHjI|HJ-={SW&e_CM@@*#EHqVLt{S3_uV2AND`& zf7p)!2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1Da^tAtJ|I_}b{ZIR!_CM`^ z+W)lwX+H)a3_wr&pY}iPf7*`$2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1Da z^tAtJ|I_}b{ZIR!_CM`^+W)lwY5&vyr~Oa+pY}iPf7<`F|7riz{-^y<`=9nd?SI<; zwEt=U)BdOZPy3(tKka|oj{yh+5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K; z2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu z0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx z5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S z1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rX zAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv z3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST7=SPUVF1DagaHTx5C$L& zKp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0r2)8YU^kK z(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G z0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLaw zq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2K)<)21`rJ( z8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2 zKs1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4Immo zG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4 zfM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0rcbFCk-GPKs118 z0MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT z(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G z0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLaw zq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V z0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?W zL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz z1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$ zhz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c z1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh z5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC? z4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1 zAR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ( z8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2 zKs1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4Immo zG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4 zfM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCF zXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks118 z0MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT z(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G z0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLaw zq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V z0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?W zL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz z1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$ zhz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c z1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh z5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC? z4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1 zAR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ( z8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<5Kh5Dg$2 zKs1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4fM@{G0HOgz1BeC?4Immo zG=OLT(Ey?WL<5Kh5Dg$2Ks1180MP)V0Yn3c1`rJ(8bCCFXaLawq5(t$hz1Z1AR0h4 zfM@{G0HOgz1BeC?4ImmoG=OLT(Ey?WL<1NNU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6>*v7ZJo8o+1( zqXCQtFdD#U0HXnn1~3}HXaJ)Dj0P|oz-R!Y0gMJP8o+1(qXCQtFdD#U0HXnn1~3}H zXaJ)Dj0P|oz-R#bt^G8B(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^n||0HXnn1~3}HXaJ)Dj0P|oz-R!Y z0gMJP8o+1(qXCQtFdD#U0HXnn1~3}HXaJ)Dj0P|oz-R!Y0gMJP8o+1(qXCQtu)F;< zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfF1T9_8;~i_R|1H0~ifpG=LrUANC*iANC*iANC*iANC*iANC*iANC*iANC*i zANC*iANC*iANC*iANC*iANC*iANC*iANC*iANC*iANC*iANC*iANC*iANC*iANC*i zANC*iANC*iANC*iANHU2pZ1^jpZ1^jpZ1^jpZ1^jpZ1^jpZ1^jpZ1^jpZ1^jpZ1^j zpZ1^jpZ1^jpZ1^jpZ1^jpZ1^jpZ1^jpZ3!LMgtfPU^IZy07e5C4PZ2Y(EvsR*lGW1 zKMi0sfYAU(1K4T*Y5!^eY5!^eY5!^eY5!^eY5!^eY5!^eY5!^eX+I5MG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(1K6M2PXibY zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=Tku{WO5l07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU( z0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy z07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=F zfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfP zU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR z7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|n zMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y z(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifp zG=R|nMgtfPU^IZy07e5C4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e5C z4PZ2Y(EvsR7!6=FfYAU(0~ifpG=R|nMgtfPU^IZy07e72{>+6!hrju8_;hfc$Kf9w zoPBXP9K4Qq__rU2e|PY$-NEnu?VtXYw{Jh*`Ro7pjt8FRzkk=Sp6-7i{Nw+9@K68u z!S6lz-M{$IA5ZyT?|AUznf~X&k7xSbzy9$<{_xHpKje=Oe8?A9x2`W<`Z{>7FJ4Gq zUwlWpzKHLyFUsKSi@xppA_Td9@*}|YldpT%PyW+iKM4`9pVTzhPwv0HesY7L!~36H zKf7Gx@OKVQfL%ZP%5(iJW_P$b=yk521p?QbOZV5C^Ptz86HeEgvosDqmpA7-9RAY5 zPn6f2FTdBD0{eQ?d0lV9q3iAU{+8d|t9!k<$?1A?*UI(g){pC}bJf>ZCn2w|&dOY0 zy-c{i`hRzQ#Q|Jj-GqOAbxZj5)x8}K{_ts-rb>ny}O$@ws*LSCR zuJ69@Uf<>B*LN}Q_1!J#*LU}JUEkesbp7I$o`b)zUwjR^e$iK4zqr%(`qgE_>sQxw zu3ug3xPEoU=Ir|LGVDJA UNwanted , running") diff --git a/tests/tokenization_xlnet_test.py b/tests/tokenization_xlnet_test.py new file mode 100644 index 00000000000..e383dd78773 --- /dev/null +++ b/tests/tokenization_xlnet_test.py @@ -0,0 +1,88 @@ +# coding=utf-8 +# Copyright 2018 The Google AI Language Team Authors. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. +from __future__ import absolute_import, division, print_function, unicode_literals + +import os +import unittest +from io import open +import shutil +import pytest + +from pytorch_pretrained_bert.tokenization_xlnet import (XLNetTokenizer, PRETRAINED_VOCAB_ARCHIVE_MAP) + +SAMPLE_VOCAB = os.path.join(os.path.dirname( + os.path.dirname(os.path.abspath(__file__))), + 'samples/test_sentencepiece.model') + +class XLNetTokenizationTest(unittest.TestCase): + + def test_full_tokenizer(self): + tokenizer = XLNetTokenizer(SAMPLE_VOCAB) + + tokens = tokenizer.tokenize('This is a test') + self.assertListEqual(tokens, ['▁This', '▁is', '▁a', '▁t', 'est']) + + self.assertListEqual( + tokenizer.convert_tokens_to_ids(tokens), [285, 46, 10, 170, 382]) + + vocab_path = "/tmp/" + vocab_file, special_tokens_file = tokenizer.save_vocabulary(vocab_path) + tokenizer = tokenizer.from_pretrained(vocab_path, + keep_accents=True) + os.remove(vocab_file) + os.remove(special_tokens_file) + + tokens = tokenizer.tokenize("I was born in 92000, and this is falsé.") + self.assertListEqual(tokens, ['▁I', '▁was', '▁b', 'or', 'n', '▁in', '▁', + '9', '2', '0', '0', '0', ',', '▁and', '▁this', + '▁is', '▁f', 'al', 's', 'é', '.']) + ids = tokenizer.convert_tokens_to_ids(tokens) + self.assertListEqual( + ids, [8, 21, 84, 55, 24, 19, 7, 0, + 602, 347, 347, 347, 3, 12, 66, + 46, 72, 80, 6, 0, 4]) + + back_tokens = tokenizer.convert_ids_to_tokens(ids) + self.assertListEqual(back_tokens, ['▁I', '▁was', '▁b', 'or', 'n', '▁in', + '▁', '', '2', '0', '0', '0', ',', + '▁and', '▁this', '▁is', '▁f', 'al', 's', + '', '.']) + + @pytest.mark.slow + def test_tokenizer_from_pretrained(self): + cache_dir = "/tmp/pytorch_pretrained_bert_test/" + for model_name in list(PRETRAINED_VOCAB_ARCHIVE_MAP.keys())[:1]: + tokenizer = XLNetTokenizer.from_pretrained(model_name, cache_dir=cache_dir) + shutil.rmtree(cache_dir) + self.assertIsNotNone(tokenizer) + + def test_tokenizer_lower(self): + tokenizer = XLNetTokenizer(SAMPLE_VOCAB, do_lower_case=True) + tokens = tokenizer.tokenize(u"I was born in 92000, and this is falsé.") + self.assertListEqual(tokens, ['▁', 'i', '▁was', '▁b', 'or', 'n', '▁in', '▁', + '9', '2', '0', '0', '0', ',', '▁and', '▁this', + '▁is', '▁f', 'al', 'se', '.']) + self.assertListEqual(tokenizer.tokenize(u"H\u00E9llo"), ["▁he", "ll", "o"]) + + def test_tokenizer_no_lower(self): + tokenizer = XLNetTokenizer(SAMPLE_VOCAB, do_lower_case=False) + tokens = tokenizer.tokenize(u"I was born in 92000, and this is falsé.") + self.assertListEqual(tokens, ['▁I', '▁was', '▁b', 'or', 'n', '▁in', '▁', + '9', '2', '0', '0', '0', ',', '▁and', '▁this', + '▁is', '▁f', 'al', 'se', '.']) + + +if __name__ == '__main__': + unittest.main()