From abd6574c6d4504ab95e55527d8e7a048c093b31b Mon Sep 17 00:00:00 2001 From: MediaPipe Team Date: Fri, 14 Apr 2023 13:47:36 -0700 Subject: [PATCH] Internal MediaPipe Tasks change. PiperOrigin-RevId: 524377097 --- .../cc/text/custom_ops/sentencepiece/BUILD | 70 ++++++ .../sentencepiece/model_converter.cc | 131 ++++++++++ .../sentencepiece/model_converter.h | 33 +++ .../sentencepiece/optimized_encoder.cc | 236 ++++++++++++++++++ .../sentencepiece/optimized_encoder.h | 46 ++++ .../sentencepiece/optimized_encoder_test.cc | 171 +++++++++++++ .../sentencepiece/sentencepiece_constants.h | 38 +++ .../testdata/sentencepiece.model | Bin 0 -> 330106 bytes 8 files changed, 725 insertions(+) create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.cc create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.h create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.cc create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.h create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder_test.cc create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/sentencepiece_constants.h create mode 100644 mediapipe/tasks/cc/text/custom_ops/sentencepiece/testdata/sentencepiece.model diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/BUILD b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/BUILD index 072b21f53..a1833ac54 100644 --- a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/BUILD +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/BUILD @@ -18,6 +18,13 @@ package(default_visibility = ["//mediapipe/tasks:internal"]) licenses(["notice"]) +filegroup( + name = "testdata", + srcs = glob([ + "testdata/**", + ]), +) + filegroup( name = "config_fbs", srcs = ["config.fbs"], @@ -80,3 +87,66 @@ cc_test( "//mediapipe/framework/port:gtest_main", ], ) + +cc_library( + name = "sentencepiece_constants", + hdrs = ["sentencepiece_constants.h"], +) + +cc_library( + name = "model_converter", + srcs = [ + "model_converter.cc", + ], + hdrs = [ + "model_converter.h", + ], + deps = [ + ":config", + ":double_array_trie_builder", + ":encoder_config", + ":sentencepiece_constants", + "@com_google_absl//absl/status", + "@com_google_absl//absl/status:statusor", + "@com_google_sentencepiece//src:sentencepiece_model_cc_proto", + ], +) + +cc_library( + name = "optimized_encoder", + srcs = [ + "optimized_encoder.cc", + ], + hdrs = [ + "optimized_encoder.h", + ], + deps = [ + ":double_array_trie", + ":encoder_config", + ":utils", + ], +) + +cc_test( + name = "optimized_encoder_test", + srcs = [ + "optimized_encoder_test.cc", + ], + data = [ + ":testdata", + ], + deps = [ + ":double_array_trie_builder", + ":encoder_config", + ":model_converter", + ":optimized_encoder", + "//mediapipe/framework/deps:file_path", + "//mediapipe/framework/port:gtest_main", + "@com_google_absl//absl/flags:flag", + "@com_google_absl//absl/status", + "@com_google_absl//absl/strings:str_format", + "@com_google_sentencepiece//src:sentencepiece_cc_proto", + "@com_google_sentencepiece//src:sentencepiece_processor", + "@org_tensorflow//tensorflow/core:lib", + ], +) diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.cc b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.cc new file mode 100644 index 000000000..3a831f3d7 --- /dev/null +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.cc @@ -0,0 +1,131 @@ +/* Copyright 2023 The MediaPipe Authors. 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. +==============================================================================*/ + +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.h" + +#include "absl/status/status.h" +#include "absl/status/statusor.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/double_array_trie_builder.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/encoder_config_generated.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/sentencepiece_constants.h" +#include "src/sentencepiece_model.pb.h" + +namespace mediapipe::tflite_operations::sentencepiece { + +std::tuple, std::vector> +DecodePrecompiledCharsmap( + const ::sentencepiece::NormalizerSpec& normalizer_spec) { + // This function "undoes" encoding done by + // sentencepiece::normalizer::Normalizer::EncodePrecompiledCharsMap. + const char* precompiled_map = normalizer_spec.precompiled_charsmap().data(); + const uint32_t trie_size = + *reinterpret_cast(precompiled_map); + const uint32_t* trie_ptr = + reinterpret_cast(precompiled_map + sizeof(uint32_t)); + const int8_t* normalized_ptr = reinterpret_cast( + precompiled_map + sizeof(uint32_t) + trie_size); + const int normalized_size = normalizer_spec.precompiled_charsmap().length() - + sizeof(uint32_t) - trie_size; + return std::make_tuple( + std::vector(trie_ptr, trie_ptr + trie_size / sizeof(uint32_t)), + std::vector(normalized_ptr, normalized_ptr + normalized_size)); +} + +absl::StatusOr ConvertSentencepieceModelToFlatBuffer( + const std::string& model_config_str, int encoding_offset) { + ::sentencepiece::ModelProto model_config; + if (!model_config.ParseFromString(model_config_str)) { + return absl::InvalidArgumentError( + "Invalid configuration, can't parse SentencePiece model config " + + model_config.InitializationErrorString()); + } + // Convert sentencepieces. + std::vector pieces; + pieces.reserve(model_config.pieces_size()); + std::vector scores; + scores.reserve(model_config.pieces_size()); + std::vector ids; + ids.reserve(model_config.pieces_size()); + float min_score = 0.0; + int index = 0; + for (const auto& piece : model_config.pieces()) { + switch (piece.type()) { + case ::sentencepiece::ModelProto::SentencePiece::NORMAL: + case ::sentencepiece::ModelProto::SentencePiece::USER_DEFINED: + pieces.push_back(piece.piece()); + ids.push_back(index); + if (piece.score() < min_score) { + min_score = piece.score(); + } + break; + case ::sentencepiece::ModelProto::SentencePiece::UNKNOWN: + case ::sentencepiece::ModelProto::SentencePiece::CONTROL: + // Ignore unknown and control codes. + break; + default: + return absl::InvalidArgumentError("Invalid SentencePiece piece type " + + piece.piece()); + } + scores.push_back(piece.score()); + ++index; + } + flatbuffers::FlatBufferBuilder builder(1024); + const auto pieces_trie_vector = builder.CreateVector(BuildTrie(pieces, ids)); + const auto pieces_score_vector = builder.CreateVector(scores); + TrieBuilder pieces_trie_builder(builder); + pieces_trie_builder.add_nodes(pieces_trie_vector); + const auto pieces_trie_fbs = pieces_trie_builder.Finish(); + + // Converting normalization. + const auto normalization = + DecodePrecompiledCharsmap(model_config.normalizer_spec()); + const auto normalization_trie = std::get<0>(normalization); + const auto normalization_strings = std::get<1>(normalization); + const auto normalization_trie_vector = + builder.CreateVector(normalization_trie); + TrieBuilder normalization_trie_builder(builder); + normalization_trie_builder.add_nodes(normalization_trie_vector); + const auto normalization_trie_fbs = normalization_trie_builder.Finish(); + const auto normalization_strings_fbs = + builder.CreateVector(normalization_strings); + + EncoderConfigBuilder ecb(builder); + ecb.add_version(EncoderVersion::EncoderVersion_SENTENCE_PIECE); + ecb.add_start_code(model_config.trainer_spec().bos_id()); + ecb.add_end_code(model_config.trainer_spec().eos_id()); + ecb.add_unknown_code(model_config.trainer_spec().unk_id()); + ecb.add_unknown_penalty(min_score - kUnkPenalty); + ecb.add_encoding_offset(encoding_offset); + ecb.add_pieces(pieces_trie_fbs); + ecb.add_pieces_scores(pieces_score_vector); + ecb.add_remove_extra_whitespaces( + model_config.normalizer_spec().remove_extra_whitespaces()); + ecb.add_add_dummy_prefix(model_config.normalizer_spec().add_dummy_prefix()); + ecb.add_escape_whitespaces( + model_config.normalizer_spec().escape_whitespaces()); + ecb.add_normalized_prefixes(normalization_trie_fbs); + ecb.add_normalized_replacements(normalization_strings_fbs); + FinishEncoderConfigBuffer(builder, ecb.Finish()); + return std::string(reinterpret_cast(builder.GetBufferPointer()), + builder.GetSize()); +} + +std::string ConvertSentencepieceModel(const std::string& model_string) { + const auto result = ConvertSentencepieceModelToFlatBuffer(model_string); + assert(result.status().ok()); + return result.value(); +} + +} // namespace mediapipe::tflite_operations::sentencepiece diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.h b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.h new file mode 100644 index 000000000..828db16da --- /dev/null +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.h @@ -0,0 +1,33 @@ +/* Copyright 2023 The MediaPipe Authors. 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. +==============================================================================*/ + +#ifndef MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_MODEL_CONVERTER_H_ +#define MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_MODEL_CONVERTER_H_ + +#include + +#include "absl/status/statusor.h" + +namespace mediapipe::tflite_operations::sentencepiece { + +// Converts Sentencepiece configuration to flatbuffer format. +// encoding_offset is used by some encoders that combine different encodings. +absl::StatusOr ConvertSentencepieceModelToFlatBuffer( + const std::string& model_config_str, int encoding_offset = 0); +std::string ConvertSentencepieceModel(const std::string& model_string); + +} // namespace mediapipe::tflite_operations::sentencepiece + +#endif // MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_MODEL_CONVERTER_H_ diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.cc b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.cc new file mode 100644 index 000000000..365b1a5ad --- /dev/null +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.cc @@ -0,0 +1,236 @@ +/* Copyright 2023 The MediaPipe Authors. 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. +==============================================================================*/ + +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.h" + +#include +#include + +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/double_array_trie.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/encoder_config_generated.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/utils.h" + +namespace mediapipe::tflite_operations::sentencepiece { +namespace { + +const char kSpaceSymbol[] = "\xe2\x96\x81"; + +template +std::tuple> process_string( + const std::string& input, const std::vector& offsets, + const processing_callback& pc) { + std::string result_string; + result_string.reserve(input.size()); + std::vector result_offsets; + result_offsets.reserve(offsets.size()); + for (int i = 0, j = 0; i < input.size();) { + auto result = pc(input.data() + i, input.size() - i); + auto consumed = std::get<0>(result); + auto new_string = std::get<1>(result); + if (consumed == 0) { + // Skip the current byte and move forward. + result_string.push_back(input[i]); + result_offsets.push_back(offsets[j]); + i++; + j++; + continue; + } + result_string.append(new_string.data(), new_string.length()); + for (int i = 0; i < new_string.length(); ++i) { + result_offsets.push_back(offsets[j]); + } + j += consumed; + i += consumed; + } + return std::make_tuple(result_string, result_offsets); +} + +inline char is_whitespace(char c) { + return c == ' ' || c == '\t' || c == '\r' || c == '\n'; +} + +std::tuple remove_extra_whitespaces(const char* data, + int len) { + if (len == 0 || !is_whitespace(*data)) { + return std::make_tuple(0, utils::string_view(nullptr, 0)); + } + int num_consumed = 1; + for (; num_consumed < len && is_whitespace(data[num_consumed]); + ++num_consumed) { + } + return num_consumed > 1 + ? std::make_tuple(num_consumed, utils::string_view(" ", 1)) + : std::make_tuple(0, utils::string_view(nullptr, 0)); +} + +std::tuple find_replacement( + const char* data, int len, const DoubleArrayTrie& dat, + const flatbuffers::Vector& replacements) { + const auto max_match = dat.LongestPrefixMatch(utils::string_view(data, len)); + if (!max_match.empty()) { + // Because flatbuffer byte is signed char which is not the same as char, + // there is the reinterpret_cast here. + const char* replaced_string_ptr = + reinterpret_cast(replacements.data() + max_match.id); + return std::make_tuple(max_match.match_length, + utils::string_view(replaced_string_ptr)); + } + return std::make_tuple(0, utils::string_view(nullptr, 0)); +} +} // namespace + +std::tuple> NormalizeString( + const std::string& in_string, const EncoderConfig& config) { + std::vector output_offsets; + std::string result = in_string; + output_offsets.reserve(in_string.length()); + for (int i = 0; i < in_string.length(); ++i) { + output_offsets.push_back(i); + } + if (in_string.empty()) { + return std::make_tuple(result, output_offsets); + } + if (config.add_dummy_prefix()) { + result.insert(result.begin(), ' '); + output_offsets.insert(output_offsets.begin(), 0); + } + // Greedely replace normalized_prefixes with normalized_replacements + if (config.normalized_prefixes() != nullptr && + config.normalized_replacements() != nullptr) { + const DoubleArrayTrie normalized_prefixes_matcher( + config.normalized_prefixes()->nodes()); + const auto norm_replace = [&config, &normalized_prefixes_matcher]( + const char* data, int len) { + return find_replacement(data, len, normalized_prefixes_matcher, + *config.normalized_replacements()); + }; + std::tie(result, output_offsets) = + process_string(result, output_offsets, norm_replace); + } + if (config.remove_extra_whitespaces()) { + std::tie(result, output_offsets) = + process_string(result, output_offsets, remove_extra_whitespaces); + if (!result.empty() && is_whitespace(result.back())) { + result.pop_back(); + output_offsets.pop_back(); + } + } + if (config.escape_whitespaces()) { + const auto replace_whitespaces = [](const char* data, int len) { + if (len > 0 && is_whitespace(*data)) { + return std::make_tuple(1, utils::string_view(kSpaceSymbol)); + } + return std::make_tuple(0, utils::string_view(nullptr, 0)); + }; + std::tie(result, output_offsets) = + process_string(result, output_offsets, replace_whitespaces); + } + + return std::make_tuple(result, output_offsets); +} + +EncoderResult EncodeNormalizedString(const std::string& str, + const std::vector& offsets, + const EncoderConfig& config, bool add_bos, + bool add_eos, bool reverse) { + const DoubleArrayTrie piece_matcher(config.pieces()->nodes()); + const flatbuffers::Vector* piece_scores = config.pieces_scores(); + const int unknown_code = config.unknown_code(); + const float unknown_penalty = config.unknown_penalty(); + struct LatticeElement { + float score = 0; + int code = -1; + int prev_position = -1; + LatticeElement(float score_, int code_, int prev_position_) + : score(score_), code(code_), prev_position(prev_position_) {} + LatticeElement() {} + }; + const int length = str.length(); + std::vector lattice(length + 1); + for (int i = 0; i < length; ++i) { + if (i > 0 && lattice[i].prev_position < 0) { + // This state is unreachable. + continue; + } + if (unknown_code >= 0) { + // Put unknown code. + const float penalized_score = lattice[i].score + unknown_penalty; + const int pos = i + 1; + LatticeElement& current_element = lattice[pos]; + if (current_element.prev_position < 0 || + current_element.score < penalized_score) { + current_element = LatticeElement( + penalized_score, unknown_code, + // If the current state is already reached by unknown code, merge + // states. + lattice[i].code == unknown_code ? lattice[i].prev_position : i); + } + } + auto lattice_update = [&lattice, i, + piece_scores](const DoubleArrayTrie::Match& m) { + LatticeElement& target_element = lattice[i + m.match_length]; + const float score = lattice[i].score + (*piece_scores)[m.id]; + if (target_element.prev_position < 0 || target_element.score < score) { + target_element = LatticeElement(score, m.id, i); + } + }; + piece_matcher.IteratePrefixMatches( + utils::string_view(str.data() + i, length - i), lattice_update); + } + + EncoderResult result; + if (add_eos) { + result.codes.push_back(config.end_code()); + result.offsets.push_back(length); + } + if (lattice[length].prev_position >= 0) { + for (int pos = length; pos > 0;) { + auto code = lattice[pos].code; + if (code != config.unknown_code()) { + code += config.encoding_offset(); + } + result.codes.push_back(code); + pos = lattice[pos].prev_position; + result.offsets.push_back(offsets[pos]); + } + } + if (add_bos) { + result.codes.push_back(config.start_code()); + result.offsets.push_back(0); + } + if (!reverse) { + std::reverse(result.codes.begin(), result.codes.end()); + std::reverse(result.offsets.begin(), result.offsets.end()); + } + return result; +} + +EncoderResult EncodeString(const std::string& string, const void* config_buffer, + bool add_bos, bool add_eos, bool reverse) { + // Get the config from the buffer. + const EncoderConfig* config = GetEncoderConfig(config_buffer); + if (config->version() != EncoderVersion::EncoderVersion_SENTENCE_PIECE) { + EncoderResult result; + result.type = EncoderResultType::WRONG_CONFIG; + return result; + } + std::string normalized_string; + std::vector offsets; + std::tie(normalized_string, offsets) = NormalizeString(string, *config); + return EncodeNormalizedString(normalized_string, offsets, *config, add_bos, + add_eos, reverse); +} + +} // namespace mediapipe::tflite_operations::sentencepiece diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.h b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.h new file mode 100644 index 000000000..849a47849 --- /dev/null +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.h @@ -0,0 +1,46 @@ +/* Copyright 2023 The MediaPipe Authors. 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. +==============================================================================*/ + +#ifndef MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_OPTIMIZED_ENCODER_H_ +#define MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_OPTIMIZED_ENCODER_H_ + +// Sentencepiece encoder optimized with memmapped model. + +#include +#include +#include + +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/encoder_config_generated.h" + +namespace mediapipe::tflite_operations::sentencepiece { + +enum class EncoderResultType { SUCCESS = 0, WRONG_CONFIG = 1 }; + +struct EncoderResult { + EncoderResultType type = EncoderResultType::SUCCESS; + std::vector codes; + std::vector offsets; +}; +std::tuple> NormalizeString( + const std::string& in_string, const EncoderConfig& config); + +// Encodes one string and returns ids and offsets. Takes the configuration as a +// type-erased buffer. +EncoderResult EncodeString(const std::string& string, const void* config_buffer, + bool add_bos, bool add_eos, bool reverse); + +} // namespace mediapipe::tflite_operations::sentencepiece + +#endif // MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_OPTIMIZED_ENCODER_H_ diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder_test.cc b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder_test.cc new file mode 100644 index 000000000..e65bd1850 --- /dev/null +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder_test.cc @@ -0,0 +1,171 @@ +/* Copyright 2023 The MediaPipe Authors. 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. +==============================================================================*/ + +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/optimized_encoder.h" + +#include + +#include "absl/flags/flag.h" +#include "absl/status/status.h" +#include "absl/strings/str_format.h" +#include "mediapipe/framework/deps/file_path.h" +#include "mediapipe/framework/port/gmock.h" +#include "mediapipe/framework/port/gtest.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/double_array_trie_builder.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/encoder_config_generated.h" +#include "mediapipe/tasks/cc/text/custom_ops/sentencepiece/model_converter.h" +#include "src/sentencepiece.pb.h" +#include "src/sentencepiece_processor.h" +#include "tensorflow/core/platform/env.h" + +namespace mediapipe::tflite_operations::sentencepiece { + +namespace internal { + +tensorflow::Status TFReadFileToString(const std::string& filepath, + std::string* data) { + return tensorflow::ReadFileToString(tensorflow::Env::Default(), filepath, + data); +} + +absl::Status StdReadFileToString(const std::string& filepath, + std::string* data) { + std::ifstream infile(filepath); + if (!infile.is_open()) { + return absl::NotFoundError( + absl::StrFormat("Error when opening %s", filepath)); + } + std::string contents((std::istreambuf_iterator(infile)), + (std::istreambuf_iterator())); + data->append(contents); + infile.close(); + return absl::OkStatus(); +} +} // namespace internal + +namespace { + +using ::mediapipe::file::JoinPath; + +static char kConfigFilePath[] = + "/mediapipe/tasks/cc/text/custom_ops/" + "sentencepiece/testdata/sentencepiece.model"; + +TEST(OptimizedEncoder, NormalizeStringWhitestpaces) { + flatbuffers::FlatBufferBuilder builder(1024); + EncoderConfigBuilder ecb(builder); + ecb.add_remove_extra_whitespaces(true); + ecb.add_add_dummy_prefix(true); + ecb.add_escape_whitespaces(true); + FinishEncoderConfigBuffer(builder, ecb.Finish()); + const EncoderConfig* config = GetEncoderConfig(builder.GetBufferPointer()); + { + const auto result = NormalizeString("x y", *config); + const auto res_string = std::get<0>(result); + const auto offsets = std::get<1>(result); + EXPECT_EQ(res_string, "\xe2\x96\x81x\xe2\x96\x81y"); + EXPECT_THAT(offsets, ::testing::ElementsAre(0, 0, 0, 0, 1, 1, 1, 3)); + } + { + const auto result = NormalizeString("\tx y\n", *config); + const auto res_string = std::get<0>(result); + const auto offsets = std::get<1>(result); + EXPECT_EQ(res_string, "\xe2\x96\x81x\xe2\x96\x81y"); + EXPECT_THAT(offsets, ::testing::ElementsAre(0, 0, 0, 1, 2, 2, 2, 4)); + } +} + +TEST(OptimizedEncoder, NormalizeStringReplacement) { + flatbuffers::FlatBufferBuilder builder(1024); + const std::vector norm_prefixes = {"A", "AA", "AAA", "AAAA"}; + const char norm_replacements[] = "A1\0A2\0A3\0A4"; + const auto trie_vector = + builder.CreateVector(BuildTrie(norm_prefixes, {0, 3, 6, 9})); + const auto norm_r = builder.CreateVector( + reinterpret_cast(norm_replacements), + sizeof(norm_replacements)); + TrieBuilder trie_builder(builder); + trie_builder.add_nodes(trie_vector); + const auto norm_p = trie_builder.Finish(); + EncoderConfigBuilder ecb(builder); + ecb.add_remove_extra_whitespaces(false); + ecb.add_normalized_prefixes(norm_p); + ecb.add_normalized_replacements(norm_r); + FinishEncoderConfigBuffer(builder, ecb.Finish()); + const EncoderConfig* config = GetEncoderConfig(builder.GetBufferPointer()); + { + const auto result = NormalizeString("ABAABAAABAAAA", *config); + const auto res_string = std::get<0>(result); + const auto offsets = std::get<1>(result); + EXPECT_EQ(res_string, "A1BA2BA3BA4"); + EXPECT_THAT(offsets, + ::testing::ElementsAre(0, 0, 1, 2, 2, 4, 5, 5, 8, 9, 9)); + } +} + +TEST(OptimizedEncoder, NormalizeStringWhitespacesRemove) { + flatbuffers::FlatBufferBuilder builder(1024); + const std::vector norm_prefixes = {"A", "AA", "AAA", "AAAA", + "X"}; + const char norm_replacements[] = "A1\0A2\0A3\0A4\0 "; + const auto trie_vector = + builder.CreateVector(BuildTrie(norm_prefixes, {0, 3, 6, 9, 12})); + const auto norm_r = builder.CreateVector( + reinterpret_cast(norm_replacements), + sizeof(norm_replacements)); + TrieBuilder trie_builder(builder); + trie_builder.add_nodes(trie_vector); + const auto norm_p = trie_builder.Finish(); + EncoderConfigBuilder ecb(builder); + ecb.add_remove_extra_whitespaces(true); + ecb.add_normalized_prefixes(norm_p); + ecb.add_normalized_replacements(norm_r); + FinishEncoderConfigBuffer(builder, ecb.Finish()); + const EncoderConfig* config = GetEncoderConfig(builder.GetBufferPointer()); + { + const auto result = NormalizeString("XXABAABAAABAAAA", *config); + const auto res_string = std::get<0>(result); + const auto offsets = std::get<1>(result); + EXPECT_EQ(res_string, " A1BA2BA3BA4"); + EXPECT_THAT(offsets, + ::testing::ElementsAre(0, 2, 2, 3, 4, 4, 6, 7, 7, 10, 11, 11)); + } +} + +TEST(OptimizedEncoder, ConfigConverter) { + std::string config; + auto status = + internal::TFReadFileToString(JoinPath("./", kConfigFilePath), &config); + ASSERT_TRUE(status.ok()); + + ::sentencepiece::SentencePieceProcessor processor; + ASSERT_TRUE(processor.LoadFromSerializedProto(config).ok()); + const auto converted_model = ConvertSentencepieceModel(config); + const std::string test_string("Hello world!\\xF0\\x9F\\x8D\\x95"); + const auto encoded = + EncodeString(test_string, converted_model.data(), false, false, false); + ASSERT_EQ(encoded.codes.size(), encoded.offsets.size()); + + ::sentencepiece::SentencePieceText reference_encoded; + ASSERT_TRUE(processor.Encode(test_string, &reference_encoded).ok()); + EXPECT_EQ(encoded.codes.size(), reference_encoded.pieces_size()); + for (int i = 0; i < encoded.codes.size(); ++i) { + EXPECT_EQ(encoded.codes[i], reference_encoded.pieces(i).id()); + EXPECT_EQ(encoded.offsets[i], reference_encoded.pieces(i).begin()); + } +} + +} // namespace +} // namespace mediapipe::tflite_operations::sentencepiece diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/sentencepiece_constants.h b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/sentencepiece_constants.h new file mode 100644 index 000000000..faf481844 --- /dev/null +++ b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/sentencepiece_constants.h @@ -0,0 +1,38 @@ +/* Copyright 2023 The MediaPipe Authors. 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. +==============================================================================*/ + +#ifndef MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_SENTENCEPIECE_CONSTANTS_H_ +#define MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_SENTENCEPIECE_CONSTANTS_H_ + +namespace mediapipe::tflite_operations::sentencepiece { + +// The constant is copied from +// https://github.com/google/sentencepiece/blob/master/src/unigram_model.cc +constexpr float kUnkPenalty = 10.0; + +// These constants are copied from +// https://github.com/google/sentencepiece/blob/master/src/sentencepiece_processor.cc +// +// Replaces white space with U+2581 (LOWER ONE EIGHT BLOCK). +constexpr char kSpaceSymbol[] = "\xe2\x96\x81"; + +// Encodes into U+2047 (DOUBLE QUESTION MARK), +// since this character can be useful both for user and +// developer. We can easily figure out that is emitted. +constexpr char kDefaultUnknownSymbol[] = " \xE2\x81\x87 "; + +} // namespace mediapipe::tflite_operations::sentencepiece + +#endif // MEDIAPIPE_TASKS_CC_TEXT_CUSTOM_OPS_SENTENCEPIECE_SENTENCEPIECE_CONSTANTS_H_ diff --git a/mediapipe/tasks/cc/text/custom_ops/sentencepiece/testdata/sentencepiece.model b/mediapipe/tasks/cc/text/custom_ops/sentencepiece/testdata/sentencepiece.model new file mode 100644 index 0000000000000000000000000000000000000000..041188ffd89a500b1353e49054c3ecb3f9dc69b8 GIT binary patch literal 330106 zcmZ6Ubzof8*7k8|a9KE9ph%09rd~WvC25+ZBq^o%Br{2-NoK-G(-i08ZiS0Wad(&E z&IK-dap&SvT>Aaie$Jf9`~A0{=WJQq*Irvr#h{91cPeJOc3F3+isdVo-YLJ!x=UBA zP_fKT+XvUm70Z2i_7R27ls$gLw1pKF6-xtc!+RSR;%UikZQ=2I1lKUz<=5VY6)RON z%lB-%tvqO6;PW=-hNBi%tXQ!O{199EF#wSyGD%ze{9}Wc?QGCZ$1kiHRIyYlX+NHR zLMfI)*8cM|NMRE;DtAihQ#xbA-aa*i9%|n#bH>67$=R34+nOuP4@smm9hUp%;@~M| z-5XpQ2hQ8}Ine4A70A?FNEFi9j4gj9lwxTix8GcLWeAzHQD0mYTwB>nt6m*ko7qb# zT#{=uyZ5MTN>P*iv~#XqSg}gQ@uxIrYfahD)wh?#?@Z_I?e;rM zA2V6I%>KM5IJ^68t%diMveRyV7Vj@*pf6qMv?KocKq=<-Y|c(! z>A?_ecG`a38mDTUj9&aONExqA7y51LW)FpW$Yp!%@?#d3zD-MKQufokU@Cm*FgyOI zhl6Yh>znvUNs21lt_QGI#mZ!NdM?$TYAY0TDf{CtSTd5f*7su1&9=#?M?-XpZhLf+ zoI|&@Z4Z4cc+T3>x8qu~VkIJ*mCbjiGuhUnU4B2L+Q6iq-c*jfojvvOI71oR?;wyW zc{@9Cu|Qu6F@8Mv$x?P261jvO_|KM7W%k3Vq%w(~lwEl(SY2vrqBoJT<(7FP$X?ZxK+Z(IXsfISvqr^=6lzOj z-Ha(!GplUtwc#Xw-p;O!J%l(?`ILS4DxA`3OLTYJhi}KY;GJ{jcj5@D?efkyOI0z0 zKDFtQKowteXSSo5v2z}PQF0UP(A0lJqsdua1{dYzV^{a}a(5<@_V{hM)vOzP(p^-6 zJvZpBQk*TRp5E@1UGo-3s--SD1KcqBl+hD+jqmZ#rq~PKSsa zfp_JR9WZK#Q6c25>Tx(_tubS*Z-D56G~*K+KQ75SGm%T$LtWsgwkeY3{siKahI9Ys zpOm7Q+GI;~f|N*eXL?>S+m*2M=fUBb`Fg3NaZ0Lo_3Zx~8-2{$*X~pv8uJMP-gaqB zWOGT9efS=Eo}IO|zraZ=Dq4E_rzKGfX^Qo!CNLG$NjCOA9k;|z7xMPn1wbXA?M-E< z!Q^!?k~gneJa50g52vOv-D6;c`d{s!FSF_pIkFW}Tn zq3*{(U~|5LRGbCtTki8xMv2zvq&W~|rp~sz9+%okYc|_u7u*0Q-dxtM_z|b-iXd+< z`M**e6LX24gnhR>gc?wxGnXxPblM6lKq*9L!e;IWLWG`FreG&c1Q2gJXV;!0C*}Lp zzZF30%wB(jR5lY+ZK04y?5oaWE9TjfZH-VKXBhMyBgQyI8fbD+* zZk54A`}Yk11YoS|xH;x)Z1;*ULx2>8dUGRg1!%I*_XH?j29aORh`f=PmMd{f&SZjo z`}{ELv6ySgb`?7keF?kAIg(@=dd{5^x+a}U+j-A`sepR>e*dpZ8O)_Rd}M6Q!l>3; zI@7k`E+DaVq-@b&IHh1r%eG~EvW4^<2F4Y>R?Z4mTt&{Vti9|`RZnZGEx~waPpl3_ z_WHg0Hr@cB#^0XKcgV6p@0F?V2^||rq`qt)? z-zKYkTPmwCUgs@85{955@uPYHN$|X;oDb`MEaf?u$aGot{=)Q$M4D;(y)Lj< zb&h;Lk_9MVQyZFW(a}K3QaR36xk@2vgn2Y+d;dDHDsplWsn8MbyctS$G13;j2_RF9 zeYY*WD3nMd*Ke0r;8rEnCo)BwRSAv~8E*@B6Jq#cvbeSmL==4~J9q|8MO|l^BLIq{ z$F+p3&Q>TyYe?7{*MlTjb+!kUtl$1zYcFQal~W!K$h(&F1}yKsX{`(Zv7>S)Z`QUxC!sscEcaB|DHrHm$s2B{8AE$)?g>C1XO(WsWe5o?^+P5wV9Na71jkKbFE!6T&_mD zV;nA}*~H+RXH>CIcZ5UcFof@Z06_W9GaR%Wt8ZZ_*y~&X!V#wFJep%2!obiG1jUyiDlt zb>%TIQUDr#Y@e5)yaK7(Kq(EC_@#%8hO2BQpLPvrspWnvMc><51DMs?gXH08|>5Rq8V!oc1|lGk|EojE~MM+nl31!?d>25VVVl`nU*J@?s?9L?G6rXuC6`#| zkB}?R5c)qtKaU&fRqV*mr%JY5Dw(V%$!%w*{l(0LfH03-QU5Ayi4d zSrT-O;QAUkuM=9xl3Cmob(O6=7ncO-PIsm3rG79a!}Rj^!E&NQ-gzia!X_x0KM%)^ zsM%t7(k7e)Q1E&m)tVQ8iMY#dx)PUKGeg8pzk*ay-ij!f???Sv`d&HOmfjuYZ6al_ zJTE8py!&T3Rd%%NV!kbx?k(7zpTjCmwDpYj{!al=JiqxKC&{&0^VD(;CCK%wz**;FF2d%6DKlMA5Z81Q{4!56<1|g}B?6<#*n@o7SW0`l`?}7-PrDPA- zb#d_Niq4I@;a0n7?!<_ZvW5G_OnbJw8{O)oIr5*y#BtbMxx1OKW}bpuqO;=7*#2ke zTas`8ydO6b^z`OZ3~p~cD2N0}l(+OtK-FzM3UH{$`q$tjNxnZ%#w{@NxAI$6>?ks~?K}}iQ6r(bq!R_#0+{$M% zoo`F`cH3_6LMdylS-bfYdCvA_?9xwht7K=`(q95-yNqp*{f1Lno|p|v*wGbBhL6|^ zK3fZ?qN^NX$+ba<=u4yQw(^9s_{>P0ig|=RH&!56E*{twz{s<&9lTrYXKw*@r$j5W zS5UNq4>c?_-c+*4yb(BM5X)-XC*Q+7A~mc;GRwgCPbV~0wPiEy^p>zHp6|38n74MO zCJjOtJFhl1HH#_bA;-!-OM)c&dAch0Q8|9xSleYn>?5D<@UFW~HH>6%V|30|pBfWg z887SucaI75bCNl(DJEJ|zMeR{Omw4h7wnG~e5g4jnfqq%4OG^rGRnKcz4m^w4|E1Q zAPJ-nDW~c#oT`DO&CLUpBb2Eu0ox9R@p@xTzxI*1m48-FNxShRFtN}@KX9i4(q+4g zSPw6XJ$I(CFO0buOnr{Ex=V0LTDNJgb4Bbi>vp!>HSy=l;oI6(HvrX)P(yaU6{O;0 z{fr^}z55_MCrMlUGERwyp)7Ady&7XoA#B`y3`T+pw$V?xh!e$<;h^C+km6)5&EU3R z&{8D<(N-+6SqxiQU+=axkOJ%Waqxq^0g{e6Z+;P^QkazK@WJ=7xiDUQm`Jvqhr3iu zdAsOLplXT6m+{rqyG{``D~ObR^)G9xkf3bUPb7<#<>DKEs?< zjFscZj<<8lIFak=w+-)%zvnO+*{b(|RW8ivZZtdbJ{XlnM|zGu^+-FY>DD!+1DJEx51r0t_M z_!c#CM$;G9ioH(B+OZ>qh=l2Q$1$;2)<|~z1R$x=^PiiDlh)&A;y>K2=75TdygN)) zu*i(`PlpJT&gA-wc4ihtOA3?q#;3?9vq>YZ?9J1Fiplp$^7haT5Z*|=gFT6x)ETC? zdle@I&}{2}j7#;GOjDx;`_~UJ%6fIy{`DhBWzBSyw^vqOrsN-Mm{->J8^lbrRKGWC zVN`t+ipeCq83oHV#J;K%`2w9FFzO`LC@(2yv_L6f1Kl9#Q-M>K*uo;*Kg%&CH8Y** zjJ$X&F4(7KFEj{LGpm@67iFW%SAnZJR*-xl+ncxXO|g8gD6@KgXC{nxirHNk!*0RLed0ktL@$6L7GI9sW35NpE>R%ND1LK zIeX||U`g3pOm`RT@^c})nXufdJ`XoSp{}iXTO5u;>9EGTzz9!LZ0FrAe?y1bnh)Vr zRT6*D*k(TlMT`l|w;#SHw=WBJe;v1yp6F{u%f102*@71K+9zNYDEg3f{}TJpvKr6W ztluHjU|I0F5&Y++mJL#2g-_ZZs|X+>=9Sd|imREp=5Gi@Cf_9fW+U9>l0sc#n4ByQ zkFJRW_c@^n9O=@``00;0hZl48~Oo&_-OGzd?7wG z_O-qT#M4jSyWh==p?nBwV{Wrg)>y9Op*Gc%bra<&1{JlNbUWIM?;!+|0{igrv+Pv& z@P9gWk2nPi79{lk!a$FE71KT04C+}3EN!d_(-6ypu*|;ISPM* zw!567h0p>+)B2$7#k*<;bIyKi+7)q5mVnn5V=ui=+G=16%|A11X?M!sH+v!`xxI5L(IP6%3HMN+LrT*A0 z;YxMMI@*qNLM^!((*--ApOy#6BJPUs~V{Oi~dp%pv+J!tT+>Ql<-KqVjrPI!N=)I`^leg64tcE z{wgc&!VE~UbK1oA&BZW}e$nR8n_Rmu(zZAhq|AgZ*DVeQd)sZdUyi_uR9NCu_WUv8 zx82G{oPtxi3kNdn+A|=K82!lBJzIfTh^KAQ`2r{~80Rhm&}m25#S0?;bbvoD$F1~P z)#mM}>%o$pm6`qLCZH;;9$Q5)4R_uGhluP`4t)S;XkS>nUc#-iqW50=3P|y^P>|K1 z0?A9kHS_!*3gu?F1D9PsNHxa(vk@-Br!elM?4V7A7_aKmcJbyQ(qZXi%MQa$^6YC3 z**^BvoU#W-f|L~|;2yhqf;^&=?oo>qX|yeA&p0Fs7UR!1;Y2Vt4jDtU0wkKYDTfLK zac+n}!pDTpGZZ}EY3H0N=jcky&Bv+yW1wC4Tzz1rd;CT52bO=^E{HyG*yUjklm^4wJ0nQ(S6K>>FU_`u6KMY@*fX{0*Xn`m>nU&vl@P(6f47FPgB{ z3PH{fk3WO)47c?4`l^=Z8565&o2tYrP;*snW5d*1QR?GuQhP#BjhUEFS*5tSDv%1< zlg<AXP_`W7)89%_VjZ;dF6=ph< z@j|P0QpMbtVhlWZ9k8mj8SP-*_-k_t#W=lQjM-M~ws#z>I#c~A+kE}_b8jlqW$!uG z=bprDTXQ3zDvgq4=trpHKj0|pc0Vw*+@=8K9R(nb)!G(r7Kf>0Uzei-X{#9$duvY6 z8W`zkIHkor6G2ak`Js@&c9C;l5{wwXt!+Lu4w>K(hwH3wI;E1Ms}TF2PN(rXv8SnctZT0&AKdWhOWsl5|+bT2|IlnSj8GF9msUAQ^@NI zal=g9$}mQiHqFPM%!Z_1l1bXz^%(#WwiRUQhVZ-;@^X4bsp?Mq_Z;%C=>xfZPa=X>pUN8}f^Z<8Bh zk16JSd+(+g7y5fscKU5`KqPzTz8F=GwW}VA{rV9iJM(og(Xuc7@|!prJIC2ZAK+4r z$!6n*ySqP!R1Vq4wr#%xO1jBKyZyTuRrT2T-$5!}2J(b$_a~T=YsGwH$Nd$5oaUC` z>lW)H#W2eDTxP{m$ObQi87qR7N^9CSSS3ayhTHv{fmFuz;S|iAk@4rjBkY&aAPEun z)aNyU)iCOr@fm+Vp8=yBv52yl_W&|VxXy6(p0Vd(YR}m|`^KKxIkL}=0jfTI8R?eO zWsZfCtW(h?Pl(azZSBAF71}ohXg!x*2_z|YyKLW^a8m=EuiNV``JyQN+`_CUfr=1~ zao#)fhXv*N$eBsl+uzHNPUAng!b+u{FxswK2jCH7WZN32a>`+7J9#G{MbR8@DlRig z0VfwZXR(e00=Dd7r@50tELmONcT7alF4ZoR6)e=%bu|i>>a(kBanh7V+rR7NBkX7H zG#wDtX3-9xsZYUjKWy*#Q%%}-XcbDN^O#jy^B|SAHV9Jo;2}_mI4@y~&cUg?O`t*V zay^i?)`1DYUUv|+0Y9)c;Q*3O!^#-)ZB<{3%&zL64W>Q>vw(g^MrQs-vTKXKK9UZE0;3F{&v1I-D@q& zLrGFUS88uKmOPv&Ll=K&1qf0Khrjn51fYEPwBV9IW||3AA|&@7+3q6N-{3`ZqjhvA zQMSaXNb|*x4nIv3yhR#nisLwF()|PdH5WOokmU@fr>z8Nq;pc;*5-_4XiewX%jk4M zDb}YmlqNCFE(b$RFJcqSIaBIF>^}H{)+tJ`NhRJF!8|)v-3jY2M=?DSjv z70T(>tszxUO*GxMZGjRnH5Y?*(!SXaM$vXNnA(uxaexei@iQai&p|o;q#7JmomNq4 zJ91LYO-{Au!oKfjljCqReJ-BsSkfW~%i}$#KuEAUOjF}(WB(k{N!hWDF>dt%=J&l~ z?^T#_SJ)eMZv4A$|JcK1`q6rAK%XQTXZLZpvN+4N_I4j*$KCNr8Di8tO6>HNxtmHB>G$(lv+JgZSwJmE)>=GmF2B~Tg3DN+*uE8nMxN2kP&jun|>7evk1%37oO{A~R z1*&;uZM}JMP_E$FCMW7!XlLJ@1we2&Mf`OEZc-aP+@@R<2dSrb9dxmR1T)M9m&zN9 zqE#-(Noe0%oOKg!<)a~G>E~nA(rM?v5Tjnw`45P6nz=LbwwxHvsy@c43{K|A$JO5e z$wA)t&L)2cP~5dW_SNqoQf)7G+hxnI7UCMUt<_cFg#PfDGi<9BD-IayT%>xzAB)!OL}J?+Ei z%dPsKpaZ_)t9lC+(3wVs4U`7<=^PEC3o*b2QszZp@L?0ly1`bw!nZNM7wN$RqD=Ls z^UP}lqx5~HL^q0!NDXO|!yS+_TvAC_N9Ypg)tI5=ZrS}IEUtI>LO>l>?Nla`-GzVd#z0LCOAZ5A2^|o zUWM59kz*AJCkzs4m+|9rASw~X;PWyu4SN9X+6gt0QDev1S~~+(hRu;tU~{KvCUZH> zzLmRG5$L}h=&~K1QT4NgL`g1cA8*&PPYxKfRbBsGp#yf{zaL|v(L>TsP;dU2qX=&=|v8rY-G_y7C4q~1VWo#T=qa#DsA)X*h5=b zo<8Y>UJs|dR*oM(%ARiotChAe z+sW zN~$Ms+m#6}@00!dGSL>Uyd2|%O1l;l^%tFSjD=2&6Lno+wQxVZ(bAa9xx#MMjpI`Rt{rj$K!Hke8QeN}MI9wy`qw$v5>zp*pn7OycpE+G^ zU)%7fueKXeaEI4LF)ndDY#nX4bI1Fdh2+)77JU52DRNh8c10^DjqW?M&Ma4*rrgT&6b20;a z+igISbuD+LM{%S1PqBNS63cZR`{`-iQ7;W=a(8%EA6>Dz?nSwM6}09XxJiaW;zrD8 z`ryleOTWZT32;n#>u+(Y^*8wQ9AnCuEvK9<`MbQ19A^Lf11Hg8no8U2e*?%+7{zVU z3Tu?IM-gqa3P^FXHOG~N)#I;I)As$w@mJ=mZu?+Z{I#*e7LNdVsbeiTZD-sn(&>oO zv>TB0)4n&6tc^pln=zqIs1WuUu4#(HVT-ZHXDM8tn?J@L2q1pnPrD_jP?Qf<^wL54 z67;o$<;GTNJDw_E{oz2-VW)w}8{2n5|6KVJeI*WtyAQ8WIJ$>DekAe39HGkevZF4(;!a!9Y{*t zvG{24njw2`b67a94CLQAeyiqtiHyJdMWS!a;vQ2V1R z#$W4P@gKU9zLNb3DZ76I5CZtY%m+4&zcd$Y>A^AL^xb1y3C(5(<*L@!AT=(|)iFs9 z+a7{we4{Nl9CtL9ru+gN2Q8~dz#)II;a=%L9!iR>T|Ev?t(Q}HcE)(1rfuIiN^^sG z{hbu5*qTorSVX~R1N(I6G!;xpq`GGNdM^$*2@PtVn;x8!Vl~CpRGsP%?79`JQw+74 zb{>!kD+||>!xv?)Hdkbh4TR>gsp*~~Y7usqKq?d5HDZ9o{x%?FLoFK(B9x7WL^fZ< z-Zvl|Yuq`(E*dyV*qrL({7kgKjpcU511;2>Xz;5n`z_IIR0xrZGdB_5j2Vy!C%VzY znHB>lZ&~I|-%A}p^=5mqcKd2OE!rsym-z;^e)#D3T7hdoH!hz(~f} zs*Y72;e?%SUnaOahAno&fDq%xjI}8PF{X)t)eCh5IW)Ok*;h-pHDQ;OaW^Lf?Z1vy z|GpzeUjKB4yjG4MGtQRUH5PML79+)qjy29rOShUil+@j*%six1COF7SN9uDzwZb|f z7^*LJiote9OO-7ye{SbB0Y6o@<8FMG#bkotv+)y;-b3$lUXnJp&h}$rkC&M`CKgKd zcV|@YVMCSvn6s^`Ablzg8gGXqvKPjvyBw6Na(tyNF<}6%9AzB?@%RyTi(|=vA&ar1IM%UBqPbAyPHo;Uh`hK>$cKy@94lqsZLrtNA!^8@ z+oHa9irVS&t*2FM;uI*9QMOkZb3Z3#&pK8i`O^|}tgaS9B7}>2i13J0DiFVE#(?yJ zGs-VH;TnVEs11h;zsuLf9$H*?+M_>GsQI~d zFq~N*JRMR4VA($1Z)ZA9PFXsp?N$dWm`V=ZFTHyVITvir4wbD?`c(YBO|g$8CnCR} z0aTvY;LKRV9x-OM&I1@T!4h-CIL_&VBqr;$Fo);uGAES??-^hU$=jPwAtJZS(zfoN z02NbX=%*8$P?`Imf5D7EJPIIIRV)}HG>2iC) zs4%KH1D4oZ-Z4$0G9BfJRD6H^Q+G=O#+HP=v@aNWt6X=PasWW_hTDHBt7?T&4r`fv z6Brd%ZHuWoPCj@W-PS3E>t&OSX=a==Xv;I2>{E9}DY}_q`DBdU)MJ$?unH+pALzHi zX@%`B+BUP}Z&l%B(hj{4ss`F+IBJr#y__64c(9h7U-rmh4A~`Z`y3u6N|hJ!-g9Cc zjyl{@#CP(KIjbkRg4yOvH&aJ7VZ;V4Wx7kB?fYiAB z9@xS6l|B0#bf-QXd#>xZ#ZSkcTgcbY=Yh&sL$I7*^zS%yifXY3UX1;-#bqbI1|&<| z87|mfZvvEo=A!-bR_t>UWA2Q1fKj_j@k(OzyI_{FO}6%XxS|%tl$Ek(C*-xdv&ai) zj+LQ_WN4WWWB+c<&#{XMLCN@L_h&exjyKwdeF0KS)3XmWf+N3#L*k&;Kj9!MNH_c( z_?15LT1(Mhcc5fP3?F9Gz5{ya?`gGuf&szeBo$=OJExE0L8pF%aqU3GKt)W$*wRt;zB#5fQ z8mR+--;aloOlaRpTQmtQky)+TuMQ<5y0||YV_QstB7b~+aym}MU7xiZX9;Ow{&Zh? zW6b+LsSmke++L?sh&=+VOh08oN&v;1iwzk&s27S%av1{C_Z$GZZ{yO~@BO$XE8CR3 zKXYP?!*Rif=f@arzsr6&4;)ntg8y=XV01I$5n_&@Tj-8 z`&~daMt?R8`SZ5zeQ*o{L2XR?cJ%EFVGtM<#9nZDoQVljv$P@4B5%7>D*AAaX zkF_sX#7SSRv_%`?B5Kdj3mfBB`Ec&n<`0QsJu2zh+X59`Pd|spcCL&+W8=5W#sifD zf2xu_s2w24K~TH~O#~ohD#MnZwbg+Tl0Epr({UwUeGuFj+5OcowA0Hlrf@wGarBWO3q3Ywm3z1CyzXR1&>NrXMw*rkFYqOVIN162&d#eLva@FOq-)|z2+5hlmD^9t$KZ&ir$|Gymgp-arw*6+!43xuOV$q?*<~fv+T=i`AO5sf184v z^uuej#XX}Bob#Gi#I3-XS33>^k;*5RU-Q|~SJ^p7#2+UVZG+=M#1ZDS%}$d~jw<*= zy&Ihlr2PC@?Nct)r|1sVVV3~O1ZC8EslJeLtk1UT6+l`)gA(^h$otCIKuDO%VK)Cd z5b1?peZ&m_6~0~puzhaP=Zqgmz4umy)FZt6-VLHmvpHU%Nzb!g@6%VkQu^inAd=eQyB~9ph?vz2peTnvAf``>@bvjUU5l)TnWb zjvf3HgvyO=l{Nm15oNl_k=mE5n6C%~>T?nq&7K3a7aJwI$o; zFfhroHP?5Pg8Hud{m0-Yh44W4HpeMUv2`{t2=l&oghQ93oZmfO0sTz+wI|?48d~SFr}-Rk>~3$Nf%h>ewN|CoM@Q#rHW&QQ)6Pi~L0` z`IFqWnIun{g_(1J$2vcNk3lX_>Y~&2#`=IH{4T?cW`E~CkntT{7LEMLA%Pk`&@*<8 z*_gk+<@x?k8EVwu<2{>{0;AM@Ma4mbg#GQlqL%BX5<354r@T+I3Jd4xmN)|<&N0(z z5Bm60P9jeOYZ^{8EaMP)n9!MUP)8k0o@%BQTGVop59TwbGY;lEmNb~T7{f=^DGq&@?e^!A zr#q6^6aCE-5sH&n4*Z_X9_~dofqKP(%%aVVqC}99qlU4@iG56pY;d#7@m9Ne-41a= zb;a6@r^$VNae|Xn4(FZ16Tjy>_PN718lNdg(aPl2Ws4)8FO!j?S~-=zlXFUD== zg!(*I@o~0O8CQ zuH>XbwQ{<$%l_en+JW~Rf5_)?r<7U0C2ub{Rsr)&I8D-CDaXS4nf1^1XU9P%`9rC1 zJ5~_NoZVPk@*Eg7`e}(iTghQmpyS4lwDrrMx$kZJIHU%(cfVisF_N#-VbmRbuhfUS z`-EqwtgMpZ#)M=PP{Po$F_s-Ja}JC+BweC zIXiqy<9-LqD~cvv`MQfCN~v>%xbqTlBsjH73Fhrs=b{2)Cdk{}PAE{FTgzu&3ML6Z zQ(%i6lt%Y((+?q<7Q|6hho>HocA}In1$L`rRi}D@jlDef(S#0RcU}ROWXV*UKjW9Q z_pgjYVL<7C`NA1Q@vT?;x%@fL4iH-I4p;G+X2)1m+ibb3K`5eJFn_?Ed_ciq>){1Q zv2-Ktw=zbrOxf|*@SRi=bI{Drx=uko&UyB*BV{DXYo{pBkCvHMJsq{@_4rX%63J-f zJ<&O$Wd7y&;0*wkcqk3~=q7z-<71?4b2FeM-8kl#TfoTPhR&SF@CZ`loD*)+=B?%) zD5aO0n`&d1JZbkkhqlz%&}b9x!>!~J9d68d@&1@_eJf?P4?w8gMvb+^gCJxr_!9z` zM8N-rU@Je&7v(iXyiM~L4o-av z>{T?*{(KszGDbwLz5q_D~=|ErIjKuR8PN?WO9&qLx zLP6QISKb6EF&cE2ZSWSDm^cDI&SpE%M^f&xi=&S{K4fqBJ|86(=1bq^8~su2-GBUI zUwj6RMkG!zj`$oXx%`Y;-hTKJf=Y1n>^5KH)~pmg<>s@}%HP8xO;;NIV_yeR3m9d$ z{sfY2=x-@o{#S6+!Z789SGZsM4UVcCQ)#dMj#IMu&e*d{tY3m7Fwwj@2&ky1W$ok@ zL5e!*m2}5SV5Hy}Q^uZfppVTy>5N)6#y)r0k&f{kUIZPy8h{-7&OpWbxFsMum%na2 z&&D~2RBq9r5LVn!kbaB}#}W>SinsgN58POQqu51zWfOTsmvDRavD*SAesh&A8Ua#5 z;h-jm747JeaPg4H6aU@;pKwxT(#oN+rm;X(Xb;~Rc8BZ~dq`3npH%@VPE_54t8uC> zIcUT{_gO6jIrYuKZvNoa04ULs_zLN zRSBnv*6fO-2#+r2?Mi3VBTGiI*~OR&Z{g6xPdW$+;rg)Gym%;X)n7P4w8CLvm0eBI zRz60E+CgXg_BfE_>Gcz6C&XSSu#tHx2m|FrJL5E5}cNvLlts<;r`ojDxRr6qip{mn0UBt#u2Wq9|K8dp6Iqqo&c)8 z-HwDE`&s#>sZL7UgD-%{5~E_lzIsU@986mAmDpdt+pc^QB!MEkfaVvjDdLHM8>V6{tw_>gV2Mt3TEb-tW?!!d2Z zt-MPui<`_vk83q72P_Ti;XV+*?}Ab-ps%v%XZr774Nfs~Fe_^68^XzZWSMI%`#NZ*;rwtj`pKN$}g;ucG(m_URhSsCyI{vR8`FZjNdlX zCz>Y${k#Q8vHC@pf-M>X;o0XGR@>l2*c8_PB9*e!cEZ$G9TyDk{wZJyj|{fk?m&d~ zR`YigZqo1Ou3ER%wZtA9Xb4yA2}B&MXc>EbmV7erGV?vPKZrO`F>KQV^o8Um^Dc8X zM)mv(H4j3x(j(Y|=75PZTo8GpA3zpr8!U0S{1FFjE@f*R14b@yWc_yT2_U-PR6FHV zT&1SkZIe#}B1X1*j-7G_ZlVrT^_ph`h`OEo!k6QWn$u|Oy++7SR3&Va`$3A1LoT*( zA<&~^CO+!<_){&XoQ{1BNQ7a!G^9+ddY7f@?+& z6nk~2t+tL3b`o}@x8E%OHhP#Hxg|&$@JD{^HODH2=@?9R8wym%4L=V|+fu_|JW;<9 zT{9d&=G=^O(vG;5W_#8echVQPJRaljXb=e_#mrsx(H{i4U;=Im6IpJm!AT4>D-^n) z_s|El#F|++y`}i$Hp}z@BofvxKc)TrAuvdhna!PyLvc%ftVh;#I#5C-(^hcg&B817 z;Bx_zDqJSEXD)(35(b)&Zox^6HQaT*?;Zv6!!!2ky#nF)f3H0NP~@|+_Ld`65XLTk zfyuSY7odo-IctCYTLFUwtl=d9(fiGauV0oQ#@40Y5zYHzcHoD&C0$eab-{+8$RA7O z^mp<{ecC18<0eaqE_McPUV5Wa=BsEjwla`p{O7hUtHhrwdCB&+)qn)^vxWAS#ow^t z*r%IB-`qg_^k(I6{Aq2-mO!HPf0v!HRs5-e#mGBbD;S0=UJTh5K+*VfD|y>vRO}P| z(ykc?BoeoN+_1CUqpAOECn^vfpI0oW)q)T)wEl*@1hD^MYVHB3jw?Ax+E9#P9dfKW zS6;*B>7YXaB;~fTACJI|OyTuJyZuZd63e$)?ra4L&uZ*^o&sgs()Pv0a`*G((bHGR zQ&_0&eMdcMrUwEyvWoQj@F?TD8^#1da9{PArFVwu7_e*b(g_S&1UpB<@iShCy4AIW1YD(sV= z;zlfX|Ce8clTmb@P5DV4SVGvipXGtxciCT}-LUgY#m1#5(b4VuRe(e@dNi-p;6x1X zmwUNenQ8W`DSxdmZ)3;UC!6CWGbon~6i05UKsn5$w^Zs2=WyA4_<9sbvh%>9eK=kp zsiF=Jsq6xxJ*55Rzy4k0Posw0oGOrJ?PzRF*=tkegRYJyxc*EK`5j_wAB0O{viZgj z|4s(0qlKeJ_Q=_>2l{c|mbw5;9(`Qh@uzyU>3bdmB0%ZIqOBhlX3-cda?8A+pzK50u-E1GUtz5K25yZn`Dk-;8>gs= zx?20@9h_<})3{~)K1kAV7SrDSL?1aiMweUo8Av7II-MoI022$x%?5obkCb>-&Yt^G zA1L9;f8(SOX!^F!^8W})>EGV}r~pOP?gz<-t_G%>SU6-Yx4wX@DYnz53df~A77mAQ z4kFdzqwVvpa8fyQY=xn?BsWK!Y?bYRq}s~n;nSmWtDcY=Q`j3B2y&bVw{ZIpl2@;n zc_-lZs7KjZC&}5&nUibe96ioq=g(oX`6*b+$i@U!^UhUgo4X=3+!@+cq$$nlmXM&nf1!pf0h@2brvj)7BEuo1x& zdDvJ8lJ{3Kr|*Vaxnhnub(X&PMd@b}aj>uuw52=cRX;*s;7FyzTLAWBR}52g+ibm_ zIB;E9K;7zuw+)^lIx~ZtH1$ujeR@GiKdHfP&&k=#V@m~`Oqc{}V)1 z{?yfoGvv*mwXpBckvINb%5v_Lb3q8$j3JIP-|qrJwm4`iw&~?SDvYnuUd5_cz|hL3 zrju+7Cv1{qip^~#VK?f3SBi-LpnLpP5Oi_Qa)t8~sJlb2h9Xf0UhiGc+zccav#RQ= ztnyZY@Ymuu9jL*eFk%U@U2oIp@Wkb<5vcNi3$1hqU&ydO8dbO#H)W^48!mTW9E*$< zmb)LubCJ-`jSh2+f1Na5>p}T1Ux)wCLoi6l3$qEkd?A1=$4_Kk;RM-_1^`OC4b=lp!ecW4QTJTz7J&7+ryUpK%V?f%^TfKDvU4; zfLDA9B5F3LM%usr2T;`Q%s7X9C!b;e+m`zcgrH+a+KRu&{(R3cH)zu!LLF`Pm{oCW z;PW3A*xl=ZRTSaato`T&35Kb0i%k`heL%Z*^Vnx-UcCMdA!*oevOBg0M&ng5^xCD{ zz$mR+Ke#w?G?=2OXG(l)EN+qsr|JLafDiuj*Tcuj?MI15?0{PZ&OO7=cT|w@*TK^# z0+e_os>Y%keWTF#u;1$dI*8yS76TTy2;HbyJ&g}CPtiZZ0TI}GXNf9$w7b!vX4$?} zs>?6q&TvYF#7~(h(K${aus>^iT0L&cof&FwBTf~8%-@!1iW%Jlv5RNG#KUR0E@C_F z0jDIfOr<@^-DbuC^>UwG$)_j#acn zk$!WhEzymWNEwL|HY^)^jdoD1vRB_*8abx9M**Osa}A$PdRI}OXH;YUc)TAV*(=A5 zwmT04l52l$%THu1IvgxPqNf#Y#y=IDqbVsn^k{&}uDm^GvyX+P1o(ZRJ$gKDm1C2y zFlL;n;Nhp1A32Ef=`V{i6)bbI!upHOhn^CDj`me8eJT_!hFL>rP-dM5K?b5ndID5- z^$4cDdZ0$vq}%V@;$-r7f~u= zs=4BfzE_fk?$2cG2b&^aD$ps|z5G3@0a4XdwNznO2#l(|rg3V7RW3D+O|^Bgq$RGI zCl109E2NJ&+F-$tcMK4s2CG#kE`}D()|As z@Q=uDKV37>FIO2-95)IV{sXVV~I<7WR~7L-v}6{4h~u>Bbn zOi91_ z%H?UX%3sDUlqdv#+b4Kd^8Ch-u9M*S@c$wE@_Mu_kZPq2dssl2x&o&x_cGVCiHOEV zOcccDQ{{m8Py-R%e-0f;m5v`O^Ub$FDKt-5WVr?X|AnRkI2`Cky5Ln+&bb8k0mC7I zDD%oD>yq$_a$F`7eol(}<^Geb0RqfPXK7zi5i{g`deMA+#{Jn97s;*Q>}#ZWMvq5) zd|Xq>wIzBJt>MQefmEi@7BJBC$RDFZ8@HuBJD+$;WZwt2@o#(~@E&RSzc`=3#Itdt)RC6`$ZlA3`t`&#Gb3Ej^IfxSAWF$KMV)VSds@n3dc%Lo6G~a+4SmAqXXjdf4*Xr|H9>A zrsqcuU%HbbZ07ZZ9zPwy0|ZVnS8y?u0t^UAC}3Jsie42MWnemYYV)xd%B7F(2SoeY zqri(_=InFR>o-m)KT|k~g_po+`0hyOy6xL22$3|_&6v<=-<5;-|1?p$1EYj!n-5%alUL7?RYlGgUok(bFW(by~D^t}DxL8z|rV@8g&9|y?A z!k-tI$`OXsput4-vyDFD>#3z3maX5QkgM+VDRC&7)8)K5Fy!bK15n$HU0g zfdwou#N#Je^ZuUHka9dc=NE+C+Nr3$^8UeG+pbKY4zczb?gZniuDpD5`Bk4hc&U$o z*0un(kCwFtFZrAeH40-J4&?muZAo>38ZhpnJXA~Qm<9H#jnV0?Z z=r?-^flzYERI1mK?t$3b`rEp#BMMD>sT@IvC^%NNghRGIFV2np@Q9eddTR3=E9c}B zQ_?X`sKQ-qq=}yD45Q2xOs5$;&ykw6D_IL1s#2OTH~DkL&pIU;dEth~B+Fi?CuWJP z{o5%e;uaUC`@l%na9F_&;$M~n`WZVn%>3XKvb1wBloQL2qLi>~3#;K*XLH#4rK=1& zGfoXVhaZPo#Tn%qEtce0jR@cP4Ue@Bbwb%3%}Lq-NvXwu&5p%on15Ev{sfLymLud2 zAjg?^iNedoWVi114npL;YzP(P8mLICL1IrO%UZPhW z>4a*>XBR50-;Q>UsfqKvC%RLD*ELS5vNIeM^6>$^mj&9q(?16Jk2}_l6c#7)iGUmaQ z(RR6GHK~zU4g!pZ-?X$F`p$qb<9WIDMaNR-qj(yiZ=Ip%V2Gxd|6LA`Y~yUPV`YxDK0A=h&W{O-gK;bnrS_(auN$}@+Dx6l zNI2MmDwFH+{x<$@&M1TaqZ=*JYs%i5i~Mt@-*zv1!zd8h8uoTl@^oW?$=d~aTDlNir#+TD&N zzTXH&A)%WrbW$yw^)wa~wd@z1R{yA?KWUNWoC>5+{8Q_YK4h9*>m6V-97)e$ojFE^I*XrxaeXbcPu9Lb<&g!MtAf{>-5YzrCbM{}_2; zX!Jw+zdMwS4dKq*L_40H zwJXZFiNW2jcI-1I&wKKqK@^z#7XDv>m&%?i$FocJS>%~Flc?G|{zXtp%5T-E%Xgem z<)Gn3vzm3D3#%3|$)D;t#xac=`^)+6M1%Ab^Vhl?LGs)iBtqKvV!bjO$+GVo?>(~II5 zxSZh!ywc8;VnFM?aUkZ#cIIMz_Z1310kwi-@)G7VyVj8;@`ol#;TdO?yYkyiXld_7 z@z5syb$0vPu?n}530vdTT9-hoIP1}}bGE4yDihz|^+EK=vY$k&E8?}6#(u)B3v3iE zPAQ(2uw}dEWe`YB>R1JbIf{nnM0cKR5VpHhDhB#>!VVpP$+-<$5XXq^l$UGkoge_O z2XVlTHxVOD3O?7{u*>zmNanaeX_q)wKk?;G2NNF#qXo_)7dA1<Qr*S>!Vs|o#6noH_9(NGc^SCi1?29sHrbyf0 zk!S2q-L}z{aWXBKP5bRtCx{BYXp9|rRs59=8qSjSJ3%gJV%z~9e|7xXcO!U#%!yLc zy!N%`HDDD#wmE+e)OwuKyv5OtlwYUx)%8NBiFiubYJJO*GS3viRC&_15OfdT$@AXQ zd>v5fOz|rD+Ofuy>Dj#HuLlxYV~zjGaE>E}A^uomPr6$k6P)>5_a>m?!8*`mYu^lx z3Z41C-|C$x^;Au~hm`$3nY=A7 zGwkE|-TRh1<0vPv^6IzC?-~&0$nn;AcZ{d`n0BXQlFa#Akwj!ZIk{Tf2!qQ1HBHTwlIz-JXU)VOabft z&gUHwaOBuwcJ@oSk;|Vev%3EPlt3N!`neAA=Vm;61vfGJ`AC+RHs)1f1|_E7w9R*{ zplCcc?hT-N2L>PPgh|`qDdi{Zo#yQbXO!z`gEempoGT3irJdQl-RQL5<)yWkcXIP~ zhksF4dyBbV+w@IEn$!U~pHyt280b1%SaH$Sxc)CMjKRB&$9sWmMTl1Tk2pe_wT$$if8Xc(q zyEtaf(6`w>j#cBF{K7hh9d^y{;nXhLi(z(u!WlK5T7OZH#r>;g3cDajYIF8hnPS$< z^kVl}_Xh$}VmZH5y{Q8!7d1Rp!*ZBjxxJIhLks`YN!Wxk;TtIZ_DGpvr-5o2{Hr1j zKZ{!CcRJB;_e?U}N25CETC4K3}ti?T(l|fztzENCsfIy|& zeMhYVmhh~w?Inl!t;sTc4Os&qVf|^UytS-lijU6t;{8T-hA z`b_C?(}F#r5Q6_xHq63Fyne>Xe@ZalF`t;@*V_vxQHJaOZ4Q)Wo};4#|8N57Wq{jv zUm*-`OrK}A#hydO*vO=Ll5$;V$ujYV}s6+BjO0AxXs}&$4W3db9cf~v5#=7 zzQ@Co(@`UA=M!#~k3>|3Bk~ z^SjRg6L;lM?9wbK@Ie2`r+a7HuIhZik0<7G zGBfROa61m@zg6h{rG=*dMKp;$8!@Kk5;B4CaexWtQ`cZxWDKizr}5tFR)-?f&A|mP znVeb8RtCk0yCi#IyM?Rbyizk2(R%-6606n6o`Vz5xqMrC<9Tas=uq>I7ZI)d zU(y-Of{`g&pyt`RmOP<1BrE1YY%KKO8vd3JwZ1cU&NG`{vi#<^oj)ok{__@^=$8>~ zDRCT@UF?q+qhW(g7;h4mT9;H2_9_;bJ-OC2L;ncbjLHv~vg})EHZO-0LA|$ZLRUeE z6Q6Z-cj2M+mg1AXD|=q4&GNClti@4MGieK2Hr8?RY%y#s3%FpD!{lv)Y8FwHZ)^`( z)q^Q!X(L?QqkdNmYPJ^V&?rLuvi|Myp}pwaOnQXoaOHq?GyYM|M*i|+h)p$9s!xtt zBONNuB_)K*zgU`H?N-(ik&c0i1>;@*(Q}wj_KyX+u=59I&`IXvsUMFFX@XO$TnuIqJnzEY_{neV%nR(dJkHp-T7#> zf3S5KHF&7GJIc!Xr|@?^h-?Go7zhU;N5SzmfmtE{uQ(Q_*{8!*_h&5OjOYk6eX1q& z|7oVrG>G*?J2NxmSvV=;v!hw%m-U?Lhc8-veT!x7oPZn7yDc;`vjd!l#^36`2B#`= zgQo0tL}I~9ZTw&Dih#W-oI)@?*TDU~BilV(`SYwphtTzG-QPDMlN=tpB3@fJ!|=$t zC-wGLh>i3U+6&zHf$O0xlThimtoOFxt%6VvOswWGFl_t)YV)3b@#K$T{uP*iiELUv z3D{sqV8|CR0(SmD@zs+M+p_eJxS6Q^84Vkg3AzCO``2*mpYB}ncp3lUdm24k5hkph?t`5q+&=a*+Id z=`QP-tJtZ`kCM&ncUxnk_EeIYHUvgQDeyVw-k}huHqADz4+gB!T0S0YO<2L1y!e0# z+s-`_0&GHtd1NMxBe#ppzg`IFKQq_-b~X&3Ggu9mrUgv+zxZd;1B|!o7A&&%^ntFI zUa=|JLk^8N*_7)`Z|6zUJfKauEK47v{BnEu< zH}l^@w$(sCo0=_at(jh%*su=S7ET;}DCKRwUyl~PWXv=F`+mSBn+^Qad2xX2HnaJ< z6izIi&$A^vAO!gwUwdz;OpKj>d*^!jPACP;+gn;KYpfwfGJ){&8v`_H_H(AC6>8fZ za}d1?`ORMIn$}GR8~Z`Px^`@n4nTj6pDsX%oj!$f z{}n4cZ>0Pa+22}|`0zc*b+=@u{Klb#Ctr6YzsDu2bsQn3TorRKf$D$8I#~-+g#qB z;W$7d%tk;Tt9!}Z^(-1%M|5;PJKfqPQ^)g#ZI(6C*VfFkxt2Ju_^f>yLg~iOG4KA? ziocj^lCrHB^SF6cMQx1i$-Q8HmIEVQY`vN6Tr2DFlbMffV?LQuXe)x+nCt4xJp2xv zs3qua!jbDC1euU(YTre~b3U9ixV`^A%%+H<<{*tkd82-~T`A?IFAq4yY&DI-_Oro3*hkAU~{RA5RB=9}O zd^FBl*3oK15;A$r$K;S)L>n3}v6(jtp*CU^%w5Z^JwE$L#V}||DgVuz7K9m0kWE<|-xhZCSo3+TZ&1}bPI|8#M#Gitv z%rQfcT9<5KnVK(=i9D0RFV7;98@ehozq=4{#102hp7Wh`w1CZ|zg@R7H*`$l_sBL< zwV@uxG)|y_MPck!3!^i@*sI(EDIBN~H3GwvJ zH!%EQ$TEvBBHI#h-i|PR|7l%fbrL=91OI~B_&BvI)m-Q^&~eT64YQ*!GBI!txYqvE z5++EziZj>}=X};(Lm{?QC-JnG33~uej{SU?dHEqkQqSl`%$|%6Sk#9e&CD2UksRw9 zhiD6xoe%SiNl-$@U7GpFw18PUy}6;Tks~7 zfRc36s--yK?h(!-?6fwuVQ^!3RzrY3Pm^Dul<ONy9Kc5&jVo|D4yjetpCe z=Mj@Gf3n1xnRh(~u^Fyc_|5Py;Wow`K5h65%$B)x+KW#i*4R0-WD=BF$9g^9bh>6u z?XiiE{uibx(jMTg;Ga1$42O#2weo--d zhC*!A9$R1ci-cf*rUHq9bg(sz0lio2Lx-n)0fcKS|imH zm@^Nv%$}`WIm$Y6{@$f2F<_A+NBK`%qa;pLn$jtjaBQ8w@Ou_wbBFb^dGwA>uj&9Z|XEgcm*&YGA&(LfAzE^;<@-|EQ2AuNW@JS~B=Wxo$|1=gik{?8a zXe2$y9O2VZ5G`1y2j3?64fy|36aFNG1T$c8J>;%Ln2iq)A|;z=pRrcyAJWa!(;zk} zbDvviKAmCB*dt>4w>038qs?>8YX#QO*~1^T214LbycqM$o7R9Mi!Ydpw;=e)FshyO z`)e(wcJn>O+*S-_Pnn53uZh@Bn9Hdp=-MdiAE%kGwgepUBAWSqC6rVvlkuw)LC zThp#Y>j!-wJ5|4j+3L&{O~$c)e?Wssazn)Y?3i^ocP`Jl|4NBw9Ty)~{0*6E$pb#; zRJ6IFJJ*Y^SnB_4%ESM#jyQd5rn&|@QR4W?Tyv=d1mE;;M^@ir0+sWSN&Qq>r6YQrrrUY`fq++`UEIjb!Oa8txY{BJWXZ%^dCtpjS1M~ zORlLN3nkkU^iNzn#zIIXUGVD1{H|Dc(BA$%0ZJY&;Lq98&Gm`a9{W*mPqrdgSDt+a zk(_#6MXUS&uV$1AD>Wj-^HWLz=1ua<#CFAC? zFBZBc;OsfRn!g9bN9W#|gXxH8Q|J`pX@#Q^rv*h;yI+@Pn{3lSNs9!;oKSTC+B+2HN=U}$d z>R-Z}JH8D#jKksW7ocP~@0kAkyMVh#=9(^{_ulk{r}?Je0rR&`=k`NixZSAY1D5kS z!R);oJ-lMqtNNaRag1|#i(cb_DD-Tm^1`tBLMgGd+41^N7#TT7>&xE9Ab1oNWzwfx zTcn!f1zlgX%>E7MoVnIb@*LK4-Cu^-Ufx-I^XFiyLzc`WFXKJPHf-)$)d=bAAeBHPSi zQ0AB^-S(TRN06L>ps?@w*xHWb1)v3gLMG{qY_m+v=hi^aJas;84M_Vl=JhiWn*t6O znoHjVC>IsY-M8I$bCbybkk(FrWou+4B5`A@ zl+m#@+A@Njmtktg!fd$O+5R;aYU?rE`)ro{EFKN=!OrSunCB+J35*?=Vb3DstupkYQ55J>@9Cv;#>j$YCQxmei?86^gbeW=jMKDviWBTIz%>! zwdBKFtws7^ccm5YA8L+NSsVPFfH}IuYBK=W)gjt=E@UBc;DZ2tk_X_{9kh=4V-C~% zkd^gH;^~i(ZGGf>VV}PQ9FY;m$dH>^&XYVWS(gP_4aP0~xG~docB4UTb%D{fBQgoj z&_`-V`w4v}qtz{#kYFZdw|7Fc;Z2G)Pj|IWoWIB_`4I%a^iAJmeUNQpn7)~R{VYKF z|5lSR2#P26g89PxETh)2Rk2l>ttL9>N;WO`2i&r2WnLWxC6pPY?{k%@K~M1yCVH7H zG}@XazR2`^v^CSZ$Y~YRHpcIc!;4cMMb_~3IZ^YgSj+5TnYhO-W7mV%0vGw&T%~4q z9A>17K}A(mxv@1K zzma{^`GVIP>HnL&yUfa*;WpbM|Y=hCy;{7jI+N!uT*A$KL@kT-v|U{ zU8jt=>L(X{$k~LwW8HBXdVyK{u5~wrqqT+aA(N^0`=sf=$=Z8f|IG98VrwsjUg#Gp zV~<@_oxUzsN<4Jy(;VFlp^SexM)zb1I^?6yMfKp_8_J2D9*bINPWer5p498U#hU6r zKk+`ApK*1ZfL`@8dm3-tR&0{4z~R8VN^L+l&jAkfbLuzOlU_23%5k9A=$skTon>f{ z4*yZY-zgC}j!@?GUrRp(>|+W~rP zrb+b()&2|a>76iqe2kMSztYp{x7S)PwB7R;5yo9-t=n^pX?{i|3H_up&4y(D3x!Bp=t|;?_ikPI@_q1D-^0CJG8$cbT_}gRbDeR8F+`^Go&){-umObRNbJ z-EB!q((LEWGC!G}%wfoLN{D@e{#z1@67#KUsIUG%gbrq9W=r_fe{MPONKd)7WXHK=?bWo|^)IPVr!_QbWa%}9GJvJbAM0r^3jz-J) zhXED~Pbwo2o$@hb?cD^W!Rd$mM^)CAn9BBMs}dq>&ww2EGadyYZ*Ob1W}HE1$?|9m zjF{>FR%L(9DU4h$UK3W%=5>ggyQ6ao>zF}OEgFo zZGamh3(Pxzh7+ZD7E4F|V%_Q&VTQ?pr>qelkIcxgk;yW4qwhP7h?h>o)311cQw<_u z|8(NpGnVO9C;n9FTNrUAI4X>(z6iye7#_m^yA}Bh!I4)GNh>da^ELRNmN$q|&*$Sh zK(MJNZ)U4(vjv9>&6o&lkp*hHIjMwL*#9=`Xka9Xj#?)Zt~;zDJF&E~XYPcNz=T+n zsUr3m#q=MJ&;J-|L*SA|l9}2wz+cpQ{&jCSQPb{_j~x*5IB;`2s4p7CRbBS`Nx-FE zM=*EaWzC|Pqju|O&E|5bPGc8zH{9m`lWeOsDJ2l+Zz}%mH*?M(FEIZeh#65&xU18_0~9>2gmIx1i~Nw1LH@i5$m$%d}U^i$`Ro0(?f=zuBD zLYd8DpoGe&(@QFnXgx&a1p7n`8U&NUp3-yX)<;%+ht)wpfS_FN)jL zx5Zm~Ni$}c_ylXuxvcc%lMq`1T<1^bpRBE+{^5$b?J4U@zq$>bY-L_YGLebM_FFu! zwdg~i8=!=H@5@LhmtIvZbO}Rb8N9z1{C%_CkCwKe8s=|c0J68z=^v-5A-?@xu3Z4?G~=19t#-=JahL+{uP znhv$mr7CJ|)Jp@eC80}h>OWGAeh%4x7=(2jXNApgRg0{*hirz;w3c-j?OBxxF0jad zSv9QdN&1(z^g5rbmW=@yyG>;>)aHiX{4vj`1dJ!e#G4mWq2vQg&q5V#J_Y_<$(&P7 zCuf-tUYu>oVEr)GKMg`S&J*s*=0T-4Hj$2avBK@aE6Id9ymeFd?`a8 zJFZn-!lQ%MKLjtZ%sx?j;WZec`)}W0RZ8_?%^Xx{?eRxtEF_YYVbA}RMYU3LE}6d} zapp6vsu2j;USnjs>98EtqdPehgOisAT1oVQSzZl3dl%Nb<)%^mNCR5;K-IN&Ni_1ivV5`qeorVfe+I zlbKbr`K@x2?A%B8{|nqU)gvwTVjGoar)t{F?XmY zG4em|bCcQ!olJw862ZAIkk~dq(I>FXCw{^MQsd1LB}A6Pq2vl(o^q1H@uzv*Eb*H% zwa`b%%xOO#&+TH}{W+tYDA?E7ctg^LIgZyzd2S6t{1f>~epO{#bk4(ryitV)!K5yj z!H)1x-mvcC;(syT{8Wjx>)aVP_oxOQv2S1=^4sLvTsjXFVL;re<@`%2_e1>_pNOAg zic}^5=b1ATxe7*R=r=f%padiPm)0wk`J<-SvrVOHkfv1T!3;2eQA!{>N8nF8d5i^4 zZ02#Y<2}Euf0TDhWt{1bKLgMGYpk{Lr2a{jZAayQ$I?9KH-3um`oC3~5N`e#>P=3F z`c{{z^_y#(*Vl&{loJw5B;9oSOety8*CfsVDX~HM2Obmgru81@x`H&Tf8aa~#w)$b zZ3Z|_%yrcue`pJ==-qF@@P5d>e21@8Leq@rzhnJk;*+MwT6D>hSdQX;qcV{rw3v(+ z%sHjDTI+v1vfC}|&{5x==Ry0v9Wd8WvGq_Vb-b~8M2Yo{#-)XI zOm*;$UWsY(mwwCK#^425CH{2jzcZWU4c05?S&>ajY_aOTwki98>!WGrir?}R`mpJs zcWo$qm!q1!zh7(rFXT)6~jrZ^8wxbS{dPTc*&%cSck-DHhZ%#8fpH&BA-Ptpr?tqXu`$~Yhy&7sqmzytwm^)ODY$G=YM46}jjJu@l-@TxW7{{|z z`q5776(fu0cCAu^d6Y$@IjzKInsaI1+*5~!mWA#%nPz1+1=`7*(|%LFoKr_%t;du$ zIfoDCY%l0?CT=%cgsTUqUuZ-oAbk_pe6Iw5ndq?()Unwb@!2rLY;J+ra^%4@lhz8w z3$EOoUVD*k_`FYUO2rnX_{3sop?TyJ zh%GOsN&FMv8>(R=mc(gyGw)Mt+j)jB)BuP^HTvobV6i)r`+a<-dB!jw|1TXLmH~YnlUtf)StC7ul*aJ%2;FKLbT1Z-#|&jOy0!dmh1(XElqNjR}T63e9>B9(~Obz z`rl#1jx8>3v|fVvI~r$Gt>(Wq@X>s91sgU_?8BSC{S)dRyX^mhnzPrehunhamhJyQ zh>ZTPYpVI3GQwi<{e+3U4#6k?b*FWHsviYe>iy&2nA(zgQXj~u47&d&*LPFQ!eGm9 zJ}*}n0>?N1e}T^o4Opk>o-@A;3vm6TYUAq!CoeeyXfCTvP+DWPp%3j0$1DFPpew>s zscD!uODT#B$C|t`)EdnDjI2k}+kW$r@~}a?F7M zAG+5v%7u>g#rrLD{u<9TJP5PN;e}YUd}M&m;rPex(NKy({|i1}WzxnS^_>qR5)<9l znrWUN4YT>hzckaSD#w&XFs45l1H%jYeADm>E^6N#pKx|l(=#`_M zff7IGVz2r8R2cEoOJa+sArn9Tee&$HR$CvG?2!OQ*rj zGSdsK-G%z^DHE4lyHthoDdyRtfL*(@`d8JkF&qE9d3F`d=2bl7rTNXf0qf2q*ygFt zXxON8p56qNS=aV;zP;OEwqzJ0^b2(T_JH*mF1N<*fRbq(@&0@#BI#ku!Ce$3cHZDD zTe&)B>UW{1Rb!z(T9UWhTIZr`s@c;3A(!-`>Yw)@+X&IonyeOUj}O|j%nSP|hrc>BTus733)DwHOlDlfHyqe%cQHbb;jfV<{e`#>SG0_cXtTY<$(vy(0GTt-ZNgO&&ug3Y1vH2pYhH%UCl*hHi=A&%*r>cEB?Oo+c&K%Qpl@eG3%@W z2M$JULL_cFgqmaTLvXLpcH`Z(t(M|wz>s^*#obVn&O_BEq{%wNXtC+11OuJ?zP%UO zX65)NOoh*y==)sT+K{!32AaH2tjJ&S%>T^VXI{cr!Qm%h#74i7o8?M~jWes{zQxy2 z^2#~PMNMh{7EY*q{x;`SCe$QunWP)fMHs#~@2lMRPl(NvIA-8=-&-?sIK>Qe4RxF` zB2$SbhQf#-wr1Ueh~IkhB_tf#cACyo#VqV%4fPu5H@yOe`VlMH4Ere>coI9)MBj&K z>ya)h%{$78mfq|)V;+EL2&8&-G_s8%Z;qP2k60sK`!;Vr_qbz?tt0b)H|5P+P09?b z|4q(TbHp#R;lyD?^!aA^Yg6o(?lQL~TfO-v-7h_3PWq)6&126$zVEixu3P%gdOkgU zus%6EIO^UZ_o;B7PHyhw8)^F7!8|aNesA)e+aA;-0kf02dv%}w148n``}h=|ejleV z*i3nz&x42y(;e6P+`8`0bEI)ba(7psjlGA=Onm4suZ(`$Q}K21^u5{9DPSJR6d5zx zUk4VRkBDaKy{yd!` zMZ$ZC_|62$?h&Zxf+Y7R;@OS)Z&4lnaFJJ$-|h$>E7I1@EgO(WMT*CRdoSigk(c3q zBl_cz$AV(y(YJ`F06U&x*y}G63ty(3Fuh4i zR`G1Xzii_5Ir1RvmT4Tmb4&Dow>*5@E#7F6J8-)d^8u*$f_~VW43>bVJH-=sSR{UG zsQltws66pisEivBCJEVL^5nTN86O-hPY}PD$wBhS7`Hs?bIaIK#CeIxW79<*KjV_8 zOK+7a*|*9wojOQXgG)SVF7ZaX#5da|xg{={urXNn6V6jtLu68Zh)gCU69?TQzdUuT z{OanhlF}_gQfoWOi>Erttl^zxc1kBn+Z--)PKC?de&OQ7ZPKU?@|<*#8Rea2W=aQ1 z{=Tz3pVCoYI1?d@O1sG730>v4eY(m~?D|%^q%GSe6N&e)z`VV;%QVylmv5Jan{Su& z;M*l*=);7)d9^)A zz9NjmBSEqP_!haPs3J(b8{Cq$#w}+s^CnR~%iWTSKY0yqxq#mH8n0lt1pgSfm|s=C zC|KGkr=65p9VlKLB%3Ld65>!m-B^!Y3(7%hj$1s`6)*Z8%G5hpq_~G$mQfE@W8MjW zvo5-%8>+`(u5~HiC0kv=)ZY-vATGZHjf7Jj?Uq8^Av92mOqEIJBGWKh;eRq<53w_q$y_YU(D(JM@g_4i7qA9v9>rj{m{bvk~|YeAyzSa9>>Jl2y1_ z2hLO9w>G=vJ><)mbAw7yedQt2HpDFz8(cCL`)z%2+Yf)dq2dKuw83Rs2pYSS3(-^{d z3{;#96CZjXVs}S#n9Rnm2e;lj`m5j|`2_u~Az_k5zvjD2xIKep33e{wM>gs)%nMPy z)RnBWp;A;wUJ$poZ0hoL%C0?BD$+#0#9lFW3J9sK3*wbGR*>?~?3P>SGk; z5bctzVJ`9yy<;v}k9qD9{DJ3Fz6JYSQceHWuHl|=Njc`5!3yl`h;>OZZnkFPPmxG1 z`de{Roa&OoYU00{^6pN&NLv$TmDt^n>K!Q3g}m?`#{8;FE^1se2xp*6J|_Qs*tw2g z=`@!dMQ&>f5g&ceKhZk_|4Q|+=Ph!JZ-7eB-=0kLY3pwhM{Unn(fb~FDHHAMgL{gn z1LaYSc@Ze4U2e@J+`caP3O_ol* zm6K=HgWWO+xr#L97Z4V5R=CK2@XNP^bbLkpV~9t*(0@_(`>9V|LZuUN>IMoZBi}*# z0UyZ6Y;~Bt6BXf%JDwcMX}L>&gkQ_N$nmtH2KvwV2+4AFlAgHFo)#f_@LbYTKw0L` zkC4}{xa2O}JWU!3DMKy$XOTUblr8>wb4UaElIIl}gddUE9g5mk8!EmXp-vs}m50kX z^t{VO?!&w|*(IaklR@!$!X$6ojx%Pg43|90Vk-Js`)-laeGxK`u!iAgCVG#f`aIz> z8~HP>1JMx@gr1J88?bi*y|wVXga|oGSzJTzhuwjwg{18v)Uogtm}@;K8WACd&7}WY zguI0N7#8T1^zWiz)f)pWl6l(<7N_k zYe)p`PGmED3j8egj-Va@t)Tj($RAXl5+TJ`L@KBUo+MlEwhoJsEeh(xRxpY>@EhzV zgW`@6(ttWs^MAhPJ?)n=ScaNi;F1^7&#iXJChX*+U(n`~R}Z-4wUe~TLoOMIUt_@v z+Vxb_qKSk{zoC7H(;mo^>~{R4Po0eUOfVF@Gar4@QlNcGgG*-NzlV11ZKh8_zxXU^ zZO07Ra~}U9T~bOK%i-D&)S@9vLC(q_;pn6fv;5kiavxs(L>y{ zT+g6)LG^dwZoNxp6Q6VB=du#Fyo}qNjGmH>UKwe>ioLumZu)-O<3&{ZfwofG#1fZe zVmC|MKhVCw!x--cSqY3ElxsFvfSILg3v;onIR)!PLD@;BUm!Hx;*q!BU*;mcPTtpg$aVGw}y#UKg(+t>;5!0{U^_ zD)tISh&)1{=VShrqV|cW2TVs^1T?n!u&zRT2AAIL^;C8`Hp1>HMK+hJ79 z+d80*Lye0Nrg5Gu>VbEdOa4T7dDM~8b%areUWrRej*%zfB41!{2>$mVf43nQCxuDj zMe0i$_A+h1y^Oke59U#zEsp#?D)KaL3d)EheKd1xPf>r7y*htlj?ji)@iaS5te7J5 zB9+;qmtQ^7JBch3Or`=_Hmul`WKZ{YqE_VOr?bEvb? zzl5kbV>@Ni!!Ajh}iuxdFjRyJfJn}D_vdW_@a)EaZ z`2&`rmxa0)J5GO1xfUkS7og^Y*KwblDKdmGvhlMI>Httw=91y4o)h>5@<>ZKc76He z+tnahiQO@nzlpk)cyFbhuUENRou6?`rI(-^;d>dU-ae#V-ejIK~uTU>g zU%}rAsMA3T=%#Ut={(6$cS!5E8ZL3)i2XCjJ5Wo(Zm<_<-*^z!*M)NF z;Gg%=2i;CQy=N)w2J-(H`BTmuppusbleM`lkUPE>te#_m4IFF_Fx#gXA!N zeh>FYhu$gR9YI}B!~Y4iH`rRVMM|#WKq`{+kO}^_q@jJ{a=mV;! zxtJu8FWB#ZdWE*S7PDnBz3G^Gi#MUS;DskIwzvEgwTL_lA^&d$o)efK>n$7c`<->v zfwbO|O_}E=Q;!Ho=fYbs%Zi~dP9SZEun&HQKPwJk{~C588RxL`+C|E<2jc?jvcbKj zSpDux9FR|G`fl`=u7p_+#$!Jb6cE36;N8iCE?@wtXzML~P=|oyxT|jHEgg`H3CBZx zydW!z^y5zV3H}$=lSEj6{zbZw2Oh?GFX)b}ZQeK3UmvIgcVgd5TQ5NNG1lsMTa+o% z2fKOrdpG94CT@k~^@@%nNyq~*)Bb)4Y9Gwo#zu9Z8HTuUGsM*{l7qO9(*z8W05_` zi@;#YU~3(5LiI_ow0*}|StjyxxYz5Jjo8sWn=IOSDYDMF@@St^@x#~MEl1Ta%(cHg zh+J6VmJd+>sQSt1Q~r7M31i56tp`TKVQv2$=GtxwY40h>O`tG=vTt_F3&gSbkVqQp z1TC|{wEHyb=zP{AeW=%c-Lhq%TjDUA4z#{M?N?J!b&c;CA+qaWundQ9?TUT&1oDZ$ z_CduR-7<&pDx%%87QI5&rYliB#MPTfy;~D5%cf8c^m{wd_nu`RguM=DeLc!0yH$@d z+E-3Fecy}zte3PgiSvEmTb5Dwz9rO$akjtFyxEKWtghC-gUETrEuHX>Bj;m&81+?S zWKEOrd)E7t>1Xjv(09rylQsum0eoFt(gFQ0;Fs_T;7+3V0R9y+ zSJ(`{1@7G!CVyob@NF>ZI}|1bA>v`z(36MEQp4k6j^QP5vsjZaI~yk1tk-8^{t?}I z9`lX-O}GKCGRL@+{$>~cYzK|_)06c0m=CtC4-xM*`f6`CIZe1fLBBW9cBK8}HZSFw z7$&8gM5;)8HtFyMlRgQNnkynZFN*vXcg2yEm(EZ61WDal#<}y1gY6=F3Pc*J+1F^m zKk8@8a*<}x1af!SGW0P9=-jkF;r1cDJHth4XkQCDh$j~Q0cvYU+7M};NIHC{LWJd> zNBfy-;<&R7`v*jretIr~2eJPU?j8XJiI~GvkY|Ce+V5TtlGE7RGCfHCiaHc?jYIZ6 z_B%l?$OHMH0KZ?w@7GS!kD?Y5w_w6be7Nc@VwPU_J7N z!Q?G*83`W@(sA1oB2q$n`XRqX*ggA_2bgt7?FO86;6b<4(uSt@VO)-33;Gzr_94VmplHa-4LSz(SdJOaV9_;spgvv7VE{!tEn?imv zA1KRR!~p z2Ha9-H)Gy#l>EO)ed_9xA(-bJV-9?R{W;8>^3NfU4^a;^JjyL6nRw#=aO`@Hpg#;f zcrEtVgH^^QtC>rTA)nir*ZIC8earEGzDuT~w``b8p3w5`%iaw9Y2cyEweNc${i*ny z4WEgcdsbvNYW_gR5e<*Wvo7I2psym$r zJxLh4FVMCb3^J@Mx;b;tWsKdPB*x!Nx2#upKs(TI2{vi7S%t<}VqJw3XD_ABHu7@;w57Bp{pFemwlU(-SGwCQ!px;iL zO(DN1&urup?B}8$CTtz!j-nn1IaBbTczKUtzXSHW0qR6sI`bC%+d&_=`UG`56Fa~| ze&qCE4+j6d>}7kvsXpv`fXm=GXj{v=emZ4z(IuV($}*q4mV_~Zd+)X&*2$tj^OWZ3$60X^Sw{HBA{xlJ2$A{~F* zh`)z%(OZWf&Df<(uVUBfp9&w6uaL`0m)0>)+XyGWoq9PD|K~G@sh}SkL*Ld93)t%b ze3!|a3#8jn)Hw8*-gt6GFuovn0^L9d zAYcOM0=k2qpp<+qq}}KAr{1Bi2fDYbb2Duxo8iN;xALZbSCO^IW6{$#xKZ^Run#ni zdcl69 zQ@_;xM9nYKiQkUD*QvYUDEupp$38f1|1k1#<;2fRm^u_JqhIi}Tl;N8$y4SD&iX1z zq@RXcM|lvZe#FDqjq>Qico5I}lz6EAAoN!g2d0spVDfiW4`D+B|F79}d+?)^=6fV# zFmgAQakmorW`C#YUj!F5Q}>H;Kc97+a^jkeSr@;%Lgel$YyS1c-ay;_SEIiKsNX|~ z(@@}Ly!FH~#wN4gW;{@{0h*4L+Rkb3`n`#IGyr$iq$duuv0xndm8P$md_L@w$*ND7 zH`iTl-;qz$^VR5$18qHB;)#lutP#{p=JMJ$y}ON)c& zyGF?bR9%yMuCp#uKk<1gc5O9ii)dzJwYkd6%kb=zE-_{5HC8&!~C!k_4U;Q9GZAV?QQsv8} zTiYG;yS75&Q$)R4hdKS*JmTuh#xLTbybamYAM=5XJ5g}-vnI0lv}QD!jXqGnR~;hF zN$~mL1~T=ADUGD7fBy3EG3RX?&e+-mI~^I%$d6@hqnYcBmQ~kA^Nk~#?_kk#4|$S; zyVdQZWhUw<;_Ur?l#D^mAI#n@YL0Id6L9wKFz=830{U3*iP3~RT52it+(V;f31-=- zE0?>ZXpKwW*g!l7j+E60M#>uW-ppYf#gA3g+genoT&5BCG|D5E@}TTjx5LlE!Ha*{|K4B?*2Pv;J z(Q*_!O<+B7bLJnUeOZZ!XA0#!(Z+itW~%{nagPtI0(X$sVDKq&80sxxF7k(9IT!<9 z0`yyT7HTxeWqf~7^{9vWe)VSi^v!;dI{ToEL_c5SmqL9D9_h5tm(=Y<+Aig!?Rqu* z?VIk0j+Dn#K1Z2!!e7ku`{MpP+#h|&DgTX_j{{pkwh?(0HMcA6H4giOvCF>8PtfD| z1N#6E6DFXIwJ6tox)3e#$ooNCzx!!_qa{B>l;H@V;^QMj=B~#do=N;J)J{sg70U|cHJef;69f+ zpM#pDGV%X4s^-;es7`-)fp31Q*TA==5|=DS_A!@gV@2&7f_iGSyrp`Aj4CvU7<8gJU84ZSwqEi;u5=gbIo_q8+48;kt@`-4Q0SvuefAQ zf9fe%8y74mF?%~dSjKk|&%!&{r=dLFWzCSkp8fj#XnEvE;yHr;s-eN+?dFy>qk`ql zbJ6nF>|n?52Qb%me`0Kqti2E<>-G}{VNF4Q%{;dZ@tdDwJlGr@Bqzpkwx&Ev-k40i zn-?NYw3|Iohe$5=N;?HfSx?SMj0urbO?=-g43W|}*58=b^khA`mc5NmAyR)ZM0Rz@ z4sqQHAJyC69625xuV9%^M=E zl--(vm>tJmHh%99k{Z%mL!KM#=(&P5AtL>e-y$A8P}TfYZIDDFw;1xNlz3fs%RqP( zs69iu;QrLnAgR3^B!kr+eyk(zZw?b#lR$WV!e!T>AbFKE55s%}SV11{>W3b7qv0{& z)P!)UfyW}N`V8v&#gr2mhdc>TO(hBSJ?h-;zzgz0GFSoL1joT2!Fli(umNlb zJ3#~33qAsyL5asL?X(FGZK0C5T}H2o_+CYgAIb3DB}j5u=bv7ZA_?$VFcIWRu;k%3 z5qS#8-Yqf>H3=kxOWCQCin=V3F~IARH01dp11tuazzcFf0ay--z#6bld6G*upl$+h z^q>u)t~%hN?l7K4Go}L%C_}#jRD%{a-WpIhP|uoC*W+#<>S+(({E*v&DS!5q@+Q0F z0Qy^*#~ng#17-VMas;(}pi3?-amg{{6QHKTB_~na!CA1Y%q8`km;<4nhhGE@i(S%? z%AR(SORm7Lf$QJ~@UY?MVi>MNUKU3m-o-81gWM8=UPrLgl|tFSC_4t~^V2yhF;T+$I&^ecDfPY^c1w=rh+Q&J=E$ zc&BWQxl=ZCzO2O6UBWf&B-%A+4!a^7&;vw*8qOv*Rk)?Oj{b#pMk{Lh<{t-D$gM$p zVuPd+?(98Gv-79ExT!sLXHebI$e{Y6y@F~u(3(p>ns+o<_T=9gG!XN_pt-zfP|MLD z2enFy0Kl$Vel4h`n^OKETgCrGqX`r5bnva?R>JoxvF=|alkYu8ILFxPuDa#CzZEWms zr;{mXzp?^U)-hiw36cKT$pHmmIr#7ScM*IydzcMiPeQ0PCWcBAYV)yBX#uUA9n}5O z>P;cC6V!lO_ABcMr=IY3fnryPtihjL+GpN4#scImQ6W+?B1ASIZ%-y}Jwjv?atWxK zNZeA1V+L^rW$4v#*02J#8q`;ZNgZnT)3kw{FxgWSCXJv0y=KrdKTKLd6LXJdP|7!o zvTI?ojXJu0TBwxAbM`MIR4UnnH$1iROTN(0zaLHgPFZrVip zkz0^kX?HuihH~~VRCaOehb40oLjm16R!9e>V(^WY-ba*ejZ8JH``+sVgm z;2QFEP&JIWfrmQ5!HHh#!MN6c`3ZfM^f{ zVnJmQ`3TCF6K5}JAz!wy36)afURI5M4C6TUvXXjQH6=(&sl#O*sq0ZevK?e|Xel0l z62L@|2&RB(APF=j&_5*7WjP9Sd&cgr?#61g2zog}Y81t21iN=YDci8f24$?b_FHqZ`;&MwgUt20Verc*pPLGL{RJAjz zm!zQ<4~vxfs2N}}$OKzrBc)_wq|RX&cgVw-NXbFYW=>xPuWX=>R8v<_>o0O%AF~$b zuytpHBoVphK#(j)EmHmE)N}S1o2sezIgC%uj8B__WDRB^l&7|JZS&g=Z9bBE8BM(e zRkV%DX|$6I!Lkm!8^9(|0?I%Is0Iz}S!kPYMBQ`U_61GwR)3#RJ&g6yK<3hfu@kxO z2z>(We;2Cu33ciRXa>a_+_Dd~q?xk>b#6I?+y;(-ZM5y}_+O6S6(?B_9V0J@uP2tg zPoTe;!aQe9kQ`I@q;E?J>pbM#Q_MdWF@`0(WP2uiVri_;rn#h&eX6Sd%-yil4laG~ zlC!Ai!9{RI^_T}{blAuddUsc8q(r=n7jnpdxNDTYCY+#8_c=` zxskQ*p7Sp0iflkD^TL*D=ATDg($vm86F+*O9|`(`{vc}uX#yTl8qN4ff4_}y9osX* zh(BX(U6@ohhe=g6Nha1tYMtMP6PV_dl+jQK~o0b-ZS|I zkJ?JT9Y}bCK@_Md3zHG3b(}4z?-3@^$hp+HykN?91nxo8K>EN)#wFs@>I#!$!i&LP zEQkjQU`t|{l;niTMC9!m#2q9ePXSd4#65;IOe8JIVKNN8X&?zCgH(_P=7S7SN?w&U zxMUk^#O-G(zZ;YvY9**T#`w~PEZ4CK^>?EyTI;t=KNp}Xar558MJ^_u$VA1 zffwX}0Lr1K0#wh7vE-nh@rUsJYTf@|g2fAlIW;XNVVa<5|M) z2uE%Jt?(Ame2ut(V%lmm`uo5Ea0qNcujCkQZvu6`KjX(C_NLH30;=GZpkf$p0cd?Z zhW_bpjMWpU^T;PbJ2(r@gNxt_xCX9+8{iUqE3VO`<6tLYToSfqJ*U}IcfN5l26u$( zw}Nogt{|5STzS*o(gQgXWMAzh+GhG9*Y6|GiBo^%8pb-dcs+wb6lkp@y`Z^*^kT2^ z1o=Vwhha7X>}HPJz?^gsYGX6|CaBHu7Sz_rVAeg%UxzV&1vMeeUzu~(r7?d^X8sz> z-pobjG0bPSF~`}?+@>5ARkN_rvL@)(7>Hj`drXimm6)H)n z$siS^ffnw4%}31ui$Nyvf&y^q4E3KrNYCAR7t>yoSii0BBwJ|PCG>U6v9tXUb@v+M zKpgq^RVU{3)Ll@~OkKvF!A=e+0&BoJumNlWC7_gzw=%Hpd}rndoDVqLSt|HuUWrjgFu!BBUO^3w3uSXYDUW&^Jd&BWU8DLNjP#)2;OwZesAC za4JAGr~~y0ouv*mAUAS%VGrjMnvwT`R(K0%0-D+AYeGGMUU5igIfU8#5*TKPQXus$_)`x1usXf;9Ny%1L3ooxy?oU2IWA{N>+j@(2kq4;5@hp{(Jp% z1-`q0wKdqY!6l7r=u_z{nn4TY(F%5)r5)0D>_n}h@2EwtJINaTm`iq11~s_7hCjKb zoE2scdL6mmiyicDAU6)g@4hZ^jiHYRtv&D?y=Kr9<&uu*6}K@?u-_YwyyXCWJ*ojE z=sV+1noD}XBS9r{)ilzXK{}DO{q{xw^kJ9uM;!ARkN_@CkC2I| zi9q`%FYtgV@M$0kq=MX2%s=*X&IEZr$N-B$Ch&sNu5Kw~uDY!+eGMp|NZ&GrK8AUH zRV?2lu~Pt+gCej7tOFasCh-5;ztYBAH<14w*^dNzMy!VZwieWZdaw)Z)m>4ebcEoz3v}p%HRAuCtu(7s38Zur%XtA2tq) z2RDE#hVo$@T$Vup7VBRhqgKExQL8qvzCX)4kv?!IYRwJSx2SdSdemKv)4TgK{tsjP zk7oQvZ5qt@-Ol(8T0sqVLkOoM2nSt3J$mYgL2m5G+S(N=J&+?oE4&5XjM~&SRQjS< zOn=)Sbs*S+JQy_!lps6tP6(A@@Dad?H@rO2rXw1?7_hB9nEowT$_;Y^<{p(Dncskx zjV_7BJRTJ11WN*H$+ckF0wyARD%d}aWqeMcelZ3lqF2{I`X{<%3UcmV)=9y%;Y|7m z+FTQDuK5aO09rw5Ecr`Zwt?-*#EbmaJDQbiXs63**M%;bhCfLl8KiA#2D`P3>03ZO@~$MlLE%Rx@PgtaA(Deyay>-0 zbY)(Tyc`sPZOqBHGp3X?udHA$UkR$f8qCUpQ#vP3o@ZvrKt40xjH8~pnd74T}% z0P@bUU;Wh*X*sw=n&JDv0dNSkflCAUmV?@UocRUn>FzE$fqGK)z*%q}G-fb21Q(I7 zfYxJ-_n)-}(JwpAWkEttRj}y6+xpEol+6K0>-Y8G_|E8~H<15k; zd*PrfFrWvB1bxBoY2<%0{HGjRkXuoA9AUo!>;yHSc0TzJ>cKADv`=9F z=ld`@-62#?A7wwMg#2Qzl7%`D|64A+B7;$*z%b=ai)94rrRgG^U1+Y?C}h(}HURn&t@P!UU7L21TPDf2FsZD2bn2Nj?)XQ@;*ES3Ja znFtcW6fg}Wfn<;hc9$)c2CxUajnzw;-@n5A{uSo;uQ0!VMRv3;mFis^S*E;k%E|oO=nGZ6+Vo>kG4*HqMja~5@*^8V5S{EktM@+MFM%E0bS%6}i_4;n!eXg>5q``%GN`oYcw+FvZ~kNQ%F zS`XiaT7e(cpbj*EX0Q(&0GG~WO7?K-$lgpj1V4Q_Q`%6EfMehUs7YNaCsEtMS#TcI zlV^2lOXVVRV>tN-t{`6nt;Db81aUkRv1HoVr1upG>MRK|aOZ#e<41=HU$-X*jG>8GQpcp^n zQFHj z2{*|g6{LYS_S)v7E(V!kH|?*%%NPq9K@(^$VC_`Rz6aQGk@kO$_K&?9)Y=n_%?HT0 zHufM;TlwyMdSfr~;#WKCtsK+>upC?(OI<$~Chh6eU-;<>lpX7VOBZgDJYTTn_T=0B zdCCuD-C+EwJq76)U$QS8^9*8hd#d%G|}%jW7ZN+{{#Z#&wR!oP|g@u0dDTw zX5h92lz|HHepmMFI|j+d9-*>{_0jGe_P+}lquB#*#9b3(Uo&V~%=iv=Tw#6yc7mD% z%n#Vtt^@U87bw0SDk~CaOErGifd;UpEBoI)@CSMOFvdo(5BUJ73L$Qw0z2jXL*?BA zi{!ob#j-vjQ#Q0MlDCg6;k^11S$kr>tm`pf-mHE}-a0!^Rv${2H7C;Ljf@moRq&Fm zyfR0MPNqoKku+HrKKK8TcKaQS`jHIk7`Vk9Fi zl92|fH>NV6 z4LfX%CBc8)&ktA9xW*0gKE?+@0ZxVUvCgJ#_@+0rzJF|MyQh#=?lM^7QzxYPNSe`j z-b#z_AFG$Xe=HZ|heGKUp%^7tE#zaPl)mNpZT94cGI}{O%4HfUY`5fx3UQN-`Js}m z!c;?ks3vO=qtDjLS3W;nxDE^MbrJKW@<~q5DF2u}WdAGqMb+x$S~ikg6s~tp0~*nU z``%gP>qPIaMR>hW{XeY!A5gx=l&>M>E2VrXi)%!w_f*%OuKs&*X*}(Ody6C#F0P})BN|DiFbtAjdz4O%v+}r`OOO>{OI9# zXkWe~B(C}YLwpge@T-%3{C}*a`2T$EjW&HQ*upkaNF#%2?t0|oY`9i5hLs|B(Eruv z!Y(;@|8f7{9(^ANIK&Z-vE1~IkR?xXhI6cTyN9}WgiHEXtNsJWT+y$QDc65cqyL~* z{{iORa~um}@*__-j>)TM@AO~HiOZ+Q^6Vpk0(v2eP>jj!OUm1wP(m+78Okwrb;tPK zolrraJJz@0m`ZvT7Gr!seGYNH;5?=)^y6W+M*jn%@%=a!T77@Mo%=VQ5u@{9SKrPb zd1s$y1Euq@-}v6Qjp?6zc2}OSnszW`NQ`(7SGOm2ao(qliCNyL7RQbM9=Ge2;u`;NfB_{QK53Sc;j06X)kkYdOjPrzc%&bwK`G?Oh>_QH)_6 zC-c@3ky(CU|CgT&7v^lt2*;5?5)aC}lWN~BqBh-zxQ8Dzf9ps34(Y26o-ualPx^0m z>3hf&c!%C^s!TcbZuZ4xU)E;rX0 zUgHLnd-{p~6YpU+k4?x6`Sb!5Vm9vkiut}Kd|&ja4{&inKcVxYx~%W~1%>B@P~_P3 zADVYWmS8$x|9_!AbaIYAKhL(s+xf>>Y-Zp2^NC&k|2us7WBvd1^(Sdc}-bT0Y&$qWlZVRUleSgYU z@6WflMs`Z03*G2J)Q6Vymuo`k74AdYoW8*?=pQsbIwU-d5sYHF$(&QN+It)$$FbVu z8eR4;p>HYoo4&UgeFm8W_g3QjEAsu7TVp<=T#8R1ZN6TToZ8?&CfIfQoH9Lorp(iK zuvn!1%x=aH*ihv>`!~iEKhA$OH!rJgvg?>V?Bf83IKnZqIK{;WZ-zxi6IBkOU&A7~&O(S&9^89!;EN8=~0WE%!Q zZl1!AUJV`ePIRFg(;LRWF`H)|SLxj_UwAjftM7(|+Ph)V_I?xMfyp{tzO;@Yp3Fd?uJq6jA0xT zSWP-+;BJV~w;Z>5emBg}07-HKQ;tuOJBT@Ec1FIWw=2Ad zg<<*Xmd^?KbdBjt`Nu5g@ayfr`}^AL1?+E$ITp@8K>z2A^O8qcKU4o>b4dG7`QBE( zQ|gm6GD-HQnf+~5{>f#>tz0XcSf#IJ#r3=vj-@mBKJEM;@b&4dDaYWH9^fQG{ZY zpcG{&M+GWTg=*BG7IkRAgC0K2`|tWllvDJx9gX52eoi02o3}y}y%{ZNMH@~&h_4>bUzi-v7Qiox9$%^V7!i zQ{+Q^{e$1W71o=?V-s80?(%MsMg~jjl!P|VBXU{#ztaEb_Z?~NVh{W1|La@ffIP&- z56t!W`K^%s{nx^g@QFUCV={|VoME!*xo}Qi;tJQ8>QR4pJr{21b2ai-rG9JhzVWpG zFJE5E_&>G!pPTsD9sGaH_wcQ;KwoU`UL!5BF$2ip&YByisr~w(6=h2&CegS7s5krvy5=M%r(gE zDt-NqnT)AF$!bicZigDO7O|v!waHiK?NBFNj|F*J6rS&vPjb3a{-rZJNbP zmh*0h4(W8F3*A^PaZJ(e&_mxMHw$lvUV0xg?mJx||IXVc2gF75Ylp~TOtsq2knH~h z>u8(ht3kfV$Zx3kE*Bc*t4cn}xbyDopXq3 zSi&+M;Zz!DIL9UWZK|04p8An~@~=X;CU21UpDB;#DHM=}C_*vrwM;9(R{GY+W82h5Z%2k5O0!jwjf(mzri+YAmhe#npePTwEDH}VC}9FrU0E75+SkNS4c$xZEr$QRfapF;Xb zU5ZKV(M!J%PV>KhWUP!nb;y3OSJ(8pYvu5gEum+^d&6R}vX8i9=8^ZGvnwb-Ax^&V zj!;BqtqZ#NxiRVw@eBU&PAHCk`=GuOvJ_<~$4rs(o~OLCMYHs{@;_grK4?}SARTUn z3ddEV3e~7VE$XmwrMzPcn~3@zx0U;h@}DLX(psuwd)d23`1Sf=`aqqNb?riJqf%`o zGS~mtqTP;q*JwZ^n$Ut)w4ojAr|kc^GDdD`D{PY~;b@FK*Z)_c{f9@Mf3E)}PuavO z)^PEYJE2254}YRPF`pkg>0Ri?g+*-re{?HkEpF=(K6%wVfu%d4m!9Pl_L28by?;K< z19EwfFDNcau3qvL>BAVo=7jshcFg^aKdu8ZL;C;xHj3Fgb^`NkLcI5F``>XpjQMRG z6PT>fFHgqEsE>Yz9!CO6Y~We{H6^@*^!)Q-m)ygkF^-4)%zgR+rW5Q1W-*7{_JA6A7&#hf=Z(u_N|(&vSK7xo`y*;_R<9qq+NW`m}Fl#&;9V(fYUbKSu*jPyCNc=U1Ws zbKc))^aIk@js0vO+T&d@Xb_p_*VA^!#8?95XRc8!q;Mz z;p^j7;j10*52M}h4}X6CzVMY)W%zR4-?NwA`$D4dm9Uimigxh3!lUw6LbCT=VI}#l zQ0`h4h$cz);Xy2fO5yKX)G(o_`0~i7s@b2h*eX!pyjLK+c&^J8$xA zoLsb;N~j~P5hj!3e_-9$ zv2%qtFlF+6)c>8L&sEhLBXN95tud0?u;`gC6xD_uzwKfV%k20*nbfXc?KXdieuyJ% zo@yiPswh_X) z@Org=QuW{Fp7uSq)paR#TY6vno?PnW|2JxT)N6y3^Z#qrt)=cy+G~Z{UeY-Ez`bxy zX5YLQZX)@ydm-O&{X5v?Dr zAS*Gqqb~M*qP~s!Bke17`a(k6tDGILW~VU6_RsSlBfl^=Pp+G7bU#(juSN}OQHOdo zV10;R$DVCsi#^*;vW?yP=zI0=lS_sC-&6kYIbZjh|I2PB*~8Th{x6nOw?m_Jn$V0E ztnNDI(41)cR++Tf&^CHIGR5p~rE6fjhVLvcnnN()K0E1CY;qUbjo65M4a--%{)3P6 zFaC&a>0p1Gw!vKb`-l_f9 z%?9;qUy-@_ed_n9j?Z98I*A$im(OL-X2m@v5zWt7Yt|+#xgCb3GlEf!VO8Fe6}Q7U zeXCRc+sw6~$B=23f2721yZ;$+ldbNVOkhe}lH5SdxwGZ+FRhgD4i<{!3-hiK_uI7Z zV#aqn>${yh^ljAo{*{FVWg?pEzw4Ym?Bf7OI7Sxf&-jlRe(r`cvpJxAjVWL1j;H0T zm(6XB`rrB5SjGyHXZ+&>J~{5I*PqOHTW&E=Rk}&#Z*}JRa7OR{ss1f;Q`y|AkbaHy zk)~(L^jRoJmwq4oG(X#XqbvH9vJks6MnIoySGJFy4>$C@|C0Ucls9qlZe<<$;tEiR zB3x*j7Lz3?#mSeICo-CcSWZ@;5>=>14NhLRZ^p;?Irat0&8I5RUZ^p)>bE*Hpb_a$ z7KSGBV#QwEKXJdGC=AWQEoem>+R=edT$uaQ{~dFLU-eB3pP28{P4=J{eOSKM<|l_R zj1fe03!^z^qx7u;-)4=uK=g5BuC=Myo)o!V#Q*2>KJ|ac`IN(aOMdGDA9Zp6PN;Xz z1Y(%M)A~<)DlWX|r@&uQoDiynhvk z-uZ#>AvRre%Qd&%Yf8UFy76)U#B{s-cRs#GG*3G>FWYli7?pqFBj+9?i&LE89GAGl z`Vjvgn`8X{5&pmYq>xr0WYh;sSMqlw|N1MIJ=2w4{{KGzpImd?1@yU^$9)rp^dc-4xVJp-h@96KQY`M-{+SZtQj{TW-dz8DUZ|iyG=?01Mj>y}P>7c#BjU5`o>kD_uRKNj!bQ(? zO#C>~@3a1#j3HY0J442iKyH15@rWdS11B$f|72D_$PRh&i#uVL+`~Q&aEK!uBa2g< z;T)H^!Zj}5P_}RVR><1e=tlVD)jKL6^`(1@_P@$&^37Kprz8vU|9Uq?WHj$5sjbnk zPhsm&`PUy%EI$3yTOnGL9*s?;cG)USpPK)5WuDZHc~a#3xp`65?0+pgL5{j^zH@W) zUyaX~&`VKUnCXKN*NYgU|`u`i*zb5t%%UHQ$pKjPca?N>@-R5vf zrxI1D##B;2LwkOxp+{@QqrUlCdL0&P+*=jfCGC0Ci)+Ag*8g^q$y4k8$Y!k4%iVtq zeaoDK%?a}cM$H?T(KaE|m@Z{Q%Uz?4okTRJFka~zh=%vqHxwkXz zmlyAbho9Fc<#{h4j`^&;TphDqto=g{VfEDfFLDIQs9&mGyF?phRCo;0oUe?wM{b;g zKE3Px?|c78-oI}l8WW0R0gD)S&IDqZiO&DLaziGN#QK2t?~wNIxc2X;_HR=Amt9Tw zD*xotsrK)=_Aj}7qy0-yYHO?>YX7F53zPP9*pN;NJJ`k4g#O2w=fWO+u0k1hAN%wJ zES9)8adFI78HW{jgkxm!?EJhl;r{np8$dq%bmYIh8ZPNqxW*0g{wv=%miLsG@4uS6 zw*uipL~{U&$YSK|=#IRVcy{b&rcgN|OZ--fGL)kNm8imne*0=N`{i4qhCKO<@0d() zzZ&YudPH;IqIv64ebXS^h$dXTVO;eK`USphO!!S}13qAnn@{=&9q2?<2S#;Y7ky6u$ZWxLp_|@=MP)vk+Y&#}*GW!~SpPp}jrX4Q|GU<7A6whK zW8MN5uS&zIXVmPxUi4uALm0*g)_1Lc-+xX0Z~gnRHR<$}HSTF^;WOjbzYmv&M7{Oz zjn=x8E3L1o|E+(=8rBcYAHXKIjPq|_8^1TMpU#>;fF)!1iIn*R<_Sb|1y+pjCy|>! zKu(t$zqclS)>`;E%p3oXW8ug+KStf-7{)Py7`o+YhKyrb8VNFq4WzJo<{GZOL*J6- zX4Pw<|7YGeGTriqlk{sa5^pS}0xWAhKlr0^=aRw~XrKbOuWu5gW2ammBda6{kn?QHrs^8Rb(1R3G9 z?<+-a7qLC!CK;qcvItZ3VzLA=-`1@6Kga(q6)r<=pAX^rW@VTx7x!%Yr9!w8RY?EX znxa2?KGe`3zM=fSbSu=->rjsdG@=R3XhGJzy;kz%)5-zlt8MS)Xm;L(wm>c!wdr;!q!%H{9&dKCt6long-a0mzL^$www;}AjoJ_T z+r!01lYgwHQ~2+UXt06lz-_g>7_-n@ng!klmPSHgACJMNHmiyB_DOPq<&%SZL6$L2jQT zayqX4&#uiLY5yN6m)FWA7WmkUk)N#`4LNrhBk1G1-_P2wj{e}#*qiqL2Dyo7T~BVE zc8*nccFX#e9;3;!Q0^dwgK2y0j3wDZTLHTXXM@b~?v0DZMb`RjTvOwhN6rHvSU z1{r!9DQqJyF6skFkV#C{YLAd9L~Gz@_q6}9BfN_R`Xc5L$H`CF*d=RhKF7v>>~`35 z%*Bt4Pmu>W#K}*heIsT2P2+X9ZinMY$Hn(wDTk+G1(#@Jz9N2zK;)YL7pfv2FrO#l9nQb+@R*U84xaC_yR8P>%j3edFc)-%36vIamF*|2x3P#A4F?V)t9& z*h*BP8a1dz9oG5T8^+T&jrVWy@3(uN@&8Nt|9ssoky!Sj~3~|F?<0)yB8x>o(I{km=xCi%WI$wGq|1lV|**c6Abcs_sr`bzB=_E%MbU zU**pEj=j{xEzlP$<+F+pjhz24o!MT;k@KD6ujK#6apa&j`NQw!g%0O-q6^*VK`++3 z+239^g52U~ZL_hFZT2}gp-K=KXlPO z&Wn$G&eIk8zcH(<&taY(#{%DdQ90glP6|8N#UA!?fL#Aybc|y+CzO9|8;46FjSQB~ zm4D^@QB>A)S zE%p}|U$wSTxELik(S|7{`T3!YEJp<@QH5&MpcZv#KqJ01@@{jaeM8^*ze4uM%7VC) zXwzonkbSkD7uhUs?DTiSH}EZg`uokAzZ=E}{!aMz<=+i|sXYFLaye3QH+=c(-Tss0 zZus+k?csxWhObtTQC*;oGm!}C|d;Mlvufc+l(uih2D)pjdE3d6*ZH6G$8^WF^K?K6J2^Je(o$eZD>#{bs%-QOA)zGkET zRvG?9n63Opi0AzcyZwu>*!DNR(ZA8R{6<*Hd&BtQ&%>jeH?-S-9#*b?9(ttNi#`ls z2*Vh`D8?|3=@Ih}qICjs^AC2+KR|rX`~&uPk$s(TObj!K;rn@E$HWBz})db^kXCv*KDRct$=KK?bwESKx!{k}5&L-mOCQdl)-A&DLO)`qkb zk^k@cn**7-k~UHUt~Fu2*fG(6N$!#Rm@;qTfILKuKI_=Io7>??_!tY)TEzURHqcIF zH?&hR%a+U~`2Q{JKNcGJ|HwM$6laL`|4MJa8P4gKxWf7jdyCBt{y(KOkY*V4Gba#?=J`)`%~BXjV{0<3C}6p}^Q(ni_5k~W*Z?U;-< zZW_gYD?uqH^%<3sv2pVkN1qE7^h#7=Hlckppnc=FxVFWU{*CEj?H|X^Vs78>(vH>z zF3=Zu?Z^6_oAB^cH=$Y@HMp-%@4L}IcxG=;;dTCXZvD6Vev3c7%?6|#lXgsIT>U>J z|9I4(uE$D?`oB*7k2Rd=Pdxc+Z4mvB+0Wa{N}Bzz+=P0v0qOU@85+qZG~?p?{DN>h zw9s3z+{(`(+tGneY_o5F2m^!)%v4fj1 zM4#Kg39}fck6DE~YAe8DiDH414ss0oUI6W!R@5U~yRf5g(O*9Ev-_F|s(t8P0KuD?Hmi zycWJe-XD0kEBr6-U?!iBR%rfD9=nWZ_aBPZ{1rI%;kN#J_MnhngkqFneZbrob6hsb zt#M;IWJ)+qW>W0$sktxm`H1|D^)G&3RwhcNQ-*R>V6{&f_03k&qcOM5vgbn;y&9Pk zb%3}Ow%OA3k8YX6`CO>+TP>o!!|KR-#FU}gcI}EzYxIR1u|QvJWqZ5XVEQz>K2xpz z!M4wl^OfR9jMHKfP0ndX3tG{Jc66W<>of9?%?|m8?J+_MX?g}rm-2rt|2y)El?`)$ zuo^cPC}u6cG)_MBR&E_`R^8SYx8@Q(;-mLA_#W+sAJ{KfxDNxkc=N3=L=Gcb(?3Fv zVhrPm_I`=>LY$y)^*(MJ#_0V&)3&cw{*Y=`{*Yb&W$4##IC+WuB3tCRI1)%=11aoa z7lZl|AO1o+5sYH0 zLjMxR=;N3`3^Rx$fh0C?zt;09@O(;?OW_^t;o-;i=h=@gZBEO+aQZ%7XZXd>&D#+^ z#1T$DY`zlf3`VwfP0B>X&?a0SXbV1=zy2x*!_+e)4>Z z{8o$-lp@-Pr;NuZ!M| z9`s^a+WmhW?OW#kdbfSz1~7z8-^Nz6@58qd^<74FP_#ePG+%S3kDtgtog3x<@>g@? z|4IID-28gyj$jmHcsl--(AO!v&d1!qW&{5px$$*l?78vvI{yD5-}9LNOGdu_igc4H z{{IaB-+8;<+hh^{Ra(`Usy6mb&LEcOzKY#f>AxBOU+8vUz3!9m8Yh?eW^ubbGQ#O-4uF1(=w7F5<-gH&>RqQ*y7c$}|9{wZ$UW!m;{b;^ z!ZETq#kylQ9J@Jc{6EeoPey$cp0DSh8~?wN|6Tdtcdz8ivHX*{@&A+A_@qhJCgLE3vgl4RYi{|jP z(4UO|x6<42>*N3J;wB5t6(Bn?MeicJ5u-mD|L+m*#cz!N+ea^JFT?ET`1F53*GJmt zxRalo?`x0JA$s})`QhTF5Qga&ALCP#qmllJclb~pk7yidc|)BjKIh-`*ei-YsBhxo z_v~R3)z8Z3wz8Q*&Of-ae}laQH+HQL+PBXjxqWP3K{73zA(y=41RhP;rw}Xtw>UX& zpF(nNxRC$m`yKO*bohQT-{afB0(}t^?jeR5#1ZWuaN`{&=t=zljsFigW&AGX z#{vF*$Nyu!`QcDHM~KF~kI5`1JM+US86Rh7vB(}Tu*=2b&M-I3W{$AG-T%hEoQuCi z`rGD#k=GdfD8E^Kc|*_pLv0Eapb$lvmhOynXKUGC?VR~Kw!Oi%u3ZzwjwwMY%2199 zRH6#M(f@bk{qB0d`^x`LcaUtsl;_e)wjmZhqXPLt|FnCG`u`8#?*Ge^PfW8-Gv~^Q_Uhb? z@=wNv7sy3z@($^Aq6_Kwyc)X69`vFQ>wEhDuzAG39z^z)Z-Dd||9_PKU$6hKQU4#A z`+r|DDZEOqIqp8ak6nI%!{rJ4Ib5c&{(Fc|OF*A|TdM0LUTxb(?r3?QltCM)f8 z>$nk&VhmH_Vi>1Keg9D%FhP$Y>iduCfT-_3ngcW=E{+5)qP2=-|GV^QkSXk77kk*p z0kX>U5qa_f-ya_%`tQ?d9d!T4OT%##KW~4g=s5kxr{u+F)V)8HkB{2xUiciBxWYAV zkk{(lL;(s>go`EbZ2nd2e|(3+C!erZmMldX$`P$8uOKT?g=(yxYvZAYo*TbZ7uC}1 z@ayB3)5gwo1uUY^xdRx&Fh($nF^psV()+e#27wOTviC4Q<{EGj<#%ws}iT{zJ4}R4D3BCBX z|53*Nl&haAeOD#wCrno>|9#3o<}i==kn*2U{*iglKMgz5*+sN};vTt=0~}(#L;1&M zkMfCadbB1teXM*QD*qGuzh?A*rOf|H>i-*I+p*fB{3F^+?npYv$l?@J;$k?X&vm-D zcH`IdOFUT@7;kg09nXa;ao4y(-al1_P=G=dp%~A$k4l6~QHJ!AI>+;|q=W zh-_}TG#;GWmmT-{-=o4Y%pi{3{(tPu=79chc6ysk38%?SO8@sM`*+U%k-7bW>B(dL z--r6Yqu-DC?|5{^f5*x-{~fFJHLM@=-}M#b`Vq+OGX6WFJ%BRB&UFvT2=9M`OkoGR z*u(Ux{)4NiA6);zuKok*#jP`3Na{a`yJo5XV|CmC4snEN4nk5};F!MED{sisPmyVr zH$-y}ws9tIvgLL-Cod7rJ-8yT5$j@qYdlxn2O z8Se%QEy_CX^Huxy*_T~D>&MIo4KIZP=@g;}>j(P3j`V+J^?zY|gnv8k*irpoL;Amz z_1ykn{JmxV-imPYQvVm$uyqj4@8O?*fq(jY%51T+E1cTV&rU8Ik1lqd68x!lV=1{> zpbY0(yH1}SR&VG#FQ-=^x8E0AJ}*An@2gT=^gs7iWHqK5^%at}h}GM>e(3)Re~dce zdJOLTc6eCuTcN+`x5L2LZ-+mL{Z{zX_-};vzLf zPJcHv`R(G%7vXE#LSOf-eKqfQ!>H%`&5Gy3w|1>h^m_|hk^Q~A@NIcJ`Ph5IU;2*z zV&{c0e(>(_?aFtDZ%w>Ae6#Ov7#qDCzA=6`e7*3u!q+O_8AkEd#5==R+I}bedDZWP zk;LzWFIWBR@TG=-9Zt;qZ;R4hxfR;U2T`8~qP~v~;ZAfR{a*6{KCF-9GwS4Dm=B=; zqepx%`Vf`>0dfe#QTPYiZEx6*V8xye!Y4mBAD7I2%(~nt{E9UqE$ z;z%Hg4WzJxNo}9+s+T9KjBD<{5c0)!V;6ha#{mv;glT@p41Z&moGWnY54kIeCex?458*ULkhHFXEHWx!$$# z4RZ4uhUJ6b6vuSm+x;KpoO_#hY~1e)t{?S(-R;gkqGS6zlGF!*QGB7W=#1 z$~KVcM)s9lI^w_i?U7@a`TI}jKZsj%z2$;Cp-ejEs6ZuF3*{eG^xXW1(mSD=UW2Fe zA3EfppI0kxvhhx+BkM8Ma3?g7jfl}_TjZbOQ!?r@81fYC z`1Scez2c%aL?1bTX#UR-IgDrL|BMKa;@9W@%vXPeAM}B+Q239-V*Wo4(^db(c<4U~ zvw0uZ9{x!9o^_?M{1@!^{zCYxybpyjX-rfrLwuvjGxL?AFrq%d{&36u0Jc~7q~CW% zuH?NhB2F-dG7h5I$i z2BP`?JHmU|$Hf=SS$LoC=f?j+3J+>0Jp2q_n!f70OX_1hqHk%-Y&Q6xA$k^>3g4!< zC-WC```^^EKkVJp{ci@?e=H`AFFWTHXE?_tu5gVTtaq``p3i2X{`C^}nM~EN&wK1M zmiF2I82dlL{$qunjI;kE>_76_lrI#Z5Jf0P2`+wqE0mJiFWw4em~J4SQ17>%VW}R|`jT`lCH?20y`H;fF0&JZ{@WYaHe=onU`4>ptg> z#gTDoE?mif4IfGxwWvcq8qkO)G-G{Fn;X&Is=qS+d#U`NEB~H-0*~18sDE~ap6j2z z*8h%W_u3+zR=Zqq4e~>Y9921y99MRgp^~g6L z;RB3m`=|H-i1xlnBcY5eWwo=f^#PE{BXfYnt!?N7;D0Bik&Mzo3Ojf(;r-5dzX@r) z@!_2BvnzfNk>JPfXVLzd>c<$LgC7$o7ZB|ap6|EZexSwfx5QY! zzKQ~IS^X`A18NK1u9X6YSf?>7siMCkgVY$w@6xo7Sv|-hE7M1^Yder9_mH!TUCo;-@y2kfY<@+J0t@WS5?9e^s z|6Z84zCRwV@ux2)?}cLLbfFtPc-sHJVSh^D^|2vhihI?U$zKg{&d8=_wmAsPEo$}x7m~QzW z7U!PgtZ z<)2)0+_K*uL}Rqk_fu+oR+_7&j=?#7t47-H^^)GtwnS_8(|N8zZWq(PU=D|L20yJ$ z`Pb$@wpdH<*c-&?xqS6nPyRouXR%N(UybtV`NYX--|);h`%lizJoA0~-WPr21SUTqaPw@Y-j1}bi$MpfMVY!s=Ae{uJKKNqTmx7zt9CC`OwdJQt2kLUfQy7?!l6*t*p&H-7EsW#&YWFw+I@Mc@(tIR$n z!p+Fd`{5HrYlq^1*#0xp7)@MBFIGqTlY{3ghGiVz~IpN37qp zX5dG@QQ?zUy)!a_B>MRqlk&1bPhlsD(^ojf_Qa&UD?E3^|3C0Q()4{Sx~FJQ(r7Qz z`5oo|kpFLtcQ$MO7v`(jKSXQn7SZmU-2T9P=leJiK18nnPkCKGH~(#bkKD)q$5a15 z!T-lnGyC7l{*%jR?Ef{}hTQ)H9h#RWtz%?yiZh)2AU~W(an`G*^`%Dp<6jD2;Tku{ z`;_k)QJ+BpS%@MOBkDUyp1%-E=v%|uCMczsA=4(!UTqX?BiH|5#!e!d>yTUj7qt-@ z<(~~McTNQ=QH5$eQ1|`H{)gHMo7xP&vHzjxu~Z=ccqH#n^M5M;p4%E3t^cc$W-aQ_ zfapJrqV<1`^tt`VZIfL6Xy2dQIEed*$1FFp0b~oJy{B8rHYCMA*_X0ixC3c@ z0MQ(jZFVDt>ArtU|KISx>Hka5o4e_}F7(s8$sY8g59{iV4d4H!x?-zS`R`W#dzF7O zBm5ixf0I}Tt@%7l0tgJd%&q{ zoZ-U!hI8@~SGbPi`1|S48JlGHZ-h@?)eoh<%4?_d{qxD_e@zR>LKLAGtKyQLSqXh> z*Eir-mi?o-|+u0aaI?;uTPx=}|TUh5w@mF)V$MG$CmZzLljm4a zUZQ!lxpH%*90^C|=+bXj$nBS*%tkgQ{e63Oh`TW7|Ax%_pZJA1d6jQ%{3F}1O)Xr6 zVw9j1Whh59|EGd{GXJNNKKN07@%yw-nzT=_tV5y!WDROjhk7(% zTH9j=vqSD1^JB_C7U+vux>o-2EAxB#-;oa<&9BPM∋}@hj^y^SmEqmG6^p@cmbm zg>C!IyJi!b(Sr2*Z-rK}4ejW_g?@sIkKYNM^vO1TsGeP4w|bAi)g|u9{=Yr+=s(S( zHc z50vj{PWOG!rvDqhY59o7T<6=$^Z}8-QDYnI>Trao&u*36@yH?6Oi7Ef|-2XEu|9Stjb`AHYZIbo5$xwd_M-odSHsEQ>ffVB>+c50Aq-;#%cIsJl4BUh1XlGeBoo#E(YG3v zeaz6~$k5YBVH@iOZ$CfJZmZJstM>ew)t{}(C;4>#zB0dz6=gn}8~x<@O?Rpv@|Cet z&xg&8_AZU%$^Iz`*GysqDLhc`sjP|+INIS`qTNH^yv=c|GlsA6ODfl zzsCQ4jsI(mnT*E&ccoF_yh0SA7$qo08PE5r=Nja8@oOq+ z-y0sZ_+1&yzG!?&8Yf@$KWX174Yl;FeIG79_?~d`hn{m_4}RhQpT*Z<(p-RgvH^`~ z!jy5J7@FyGDQo!ALT|<5kpD(7J`^YCjS;npi}KY@b|4zp?^Dp=O>Csq!uXFk^fFTTH1fv+kzjOat<$S5t^Dp!K zv5XZYD?ESKTf=>Qb-Dc~*pSK5(l9Q~SgJHk&6I`-`j^W7en?N>(mt_{|IGdn*Y=0N z0(~)C8os`3e60Pqw2z9yS4aL~_)6D5^dD=LVPyF4hcCDM{qUE?rQt6c-yO!=em8u( z<9F>1SrWck_uJ+U|91FByZ<3`jehgB;*osmR+vmY7ruL?-IKT*zLRqAd7smU`4?e% z`2Prxko3QiD|w#}gT~k&zIiLm>_uZ3#yIjm6K2i%jMx10Fn{&W!{YV72n%_i4HG5o zv$Q9(x5Ib&V6m&e6TW9($iEu+yJ0H(cS6!{8+cIg55ga#fA=4Rf$H~%!J2;*9`5`j z{^zZb^826Uza0Lw@SWj{N#l-{uY^Cde(p;JzY})+cA?Mt&l}$rzS8h+|NHiC`#%1z zF~e8G*L!_K%FnK2zFGI0eIWhsn>NVFPtBtc7nSRM@&JR=^25(Pq#xlJ7eCTIAhREQ zEu4}k@3Fr#d5%k5A^IP|Yw`xs{|e@H_#P|FeI^T#j%%lRrnz-lF@D++KMjR`E5hW> ztq^l=F}(z(m@3H+v7-D?MxQIxH-K__1s1KbTIjK-L6^P)bN8Y-0e$T719o(o-&*OI zWE1<|>%V#E)$mt(_cx2Q56;=_E4KTTZKY?(={&Z*kp1h_{unksKl=9g{E_kbYyair z+&a{w0gY%vGg^=vf9TTwz!tWPrC%!j0_o>#e~f7(w3}a`y|L_`R_ICkYK!(qv-$t- zp;bC2MI_2Ke`?Fypo=mcbFm9J);eBQ+SJ9@vM@b z>nhgjJgkqFn zU7KM;o8jsH>cY`~tLFB9+*ki9pNT{M!LjxOxgwk_*8VE>{K@Ql%;Wiyaf4UvLBPK+ zm1Y^rQGrUN?Tt`HR!2I2;o@a|V)g>65w1lY>XG~ZHuCBJx6zx>j7@polILwQ)#w?L z(fY*6uEKETS+zK(6>XU6;QzN3hIabgh_U~nxBY)>H5QwUjSI*7{D(Pt{~7zc-0_ak z;hZGjdX?Tu??N|n`vdU#w@>;1=lp*%bIkv4Hcr|ajnnhL^&!ls)ZyfU@FLmc++Ory z07DqY2u88apWnzg$G=ej0=bi6lg7r! zq%)2Q#4sf;R_(s%a|!pRA0SRoU~xqLXM`ur6(E!1HgI8HM~d9RF7~jGXUA_3gtPXC z>$lePe3kN#1uSAvKl8)SYX3R*I65DvIKw&CkInz#$8Me~ z|HI1vsPaFi{13f7|EEd$$0J00Rj*uG|8`^k54q;NXwL1WbgpoX8?3Sy$qlyTe^vfQ zl|SUu3y`VNey-Af9`G$;;Eit2kUjBR5vH!J$t6n=yHTzVlq-}9mtjG_;G+J)+&Tm0 zy8r(3pBF5816g?hT<`dIaD(mng$vmdp_Pk4Gp`NypM&S9RO^KX>TMdh=9n&0fWJ`7+8!x+IR)=QLsWj?q6 z(w_R%yL>wTd-s|Cm+oik-&*CrTKTU~{y*#gDx`C=uFpvRPqavg?R%h^4a;v(O&L5;*y>GlXm}~Nzbi6`1vj02mj{A{hhnNWA)P^|0b#YTk~BX zor68>W6ItlG3&t(=yPo0Y{l(xNI$}25Bpcb{uQx*W#-6_NB=v7U z85g(|zCvzaKz3q##2h+IOFK9Jo=+XklbaWgV}Z?Gth*hqopXb{KT-#y0EH+*G1f2H zD{Nv5+s$lF9ec)B<^F#-PyYiRA^NYK6>W{=0egluOeVBlD%p-={U>aAi8QBX`2YGD zO6k#@!C92i`@hE~6uY-QHt&$_Ls}bcdDJ+8-zyNU>#iiL5RJiZHhS*m%JC1Cl zdNc=nyUKgObhZ4;_iT&&H_89F@;{*bW6}GG_8qI1Rt;)Vhk7)i5$pOMHn52;Y$Js< zGFaMI{$tAjg!{w_JsJ1?jrjgBY5r%Ebo>SL{T8%hDqsJ5v2sP9Q$Ixe$FwEE9ey0g>Lkq7kwDO5TZG7PuBkp3y)w7=?|MbLk_;@^Wh;sZ~4GpU*G?HNUC2Z z#K*9zo|z%z*ed47BW3JmJE3lyQOA)9zn!QblVsF?wn3(_gI(-l9|t(Z5iUNf%|T`{ z%@)oy$s=;(pXz`(7SscaNPoIFoI36d=eWcbuF?PI=R>alHQ)0u^!&-~QqP}E3unls zBlaJUIz9h(&%f8blDYALX5~Mc$Ggt{ThAAb^WT@R-1DljX2mt~I(_pfL=oO#52Ce5 z7eBHlK=`3&Hu$s8hvRPf4Q(eYZ$qGFAKc)CJ8*}N~Vrv%2>F(FVOwa3K zcKr1)H~M;*PrPn^?CW9S=yl^8uZMi+R-y{ks6j32P>*%TZlqohoBXn^j{nn~wEr`t zkfvv_ae3nP(Ce6_ zysz%R9{T8mpS1tad%a)bXb;Gz|DQw8V8AgaKj{raWcFY6hGB99qZq?DCJ@66;<%Xq zd`OTQSgZ#a@>?5H$CYG>bLK=FJX({a{nhde=D@o+t7{+^;rj*{oL!JlRUZa z+a|lwgI+AN5q;zUhA@oPBJWtcWQ4v||u&N*W=#0ZigLu&i?XC7Z69Z{ythizTEUe*!BA!R;9g9 z9w6E4zFOQDa{K>()OS;>T~O{m$!H&d$x&?^#~$GrSw#OK7~8P78+~rv^>Ic&$70sA zx%P}MJuC83+!d~IgOl&y3VHv#bgU)GCog__D-@80C_*txP>M24=X?Ieu2Jgwlezg9 zwXUHJ6wOsEcg(ZvS1N=nQH8Yr@byabFS6b-wy=$8Tp^7NmRdZ2JaXJ}x%Q8=qp_7$ zthwIwzVdP48^>?_zn}6|<2tpdLp>VMi1Y_v3QgpCx$>zTKi!{8I3=7WGs^PQ{r}Vl zQNPrR@*mX!QQ2QB6Q>MCb7-2QG>z4_kgH>k88Jpce=`4f@FnXLl&dJsG@?DmqrC>( z9Mg^tMEd}ClCfiRKo8CNQ!jK0cjL)A;Q55|j|D8E$8Wvp!vKabj1i3D+5Vj|;c-mh zp)rZUSIxOM<`M1jH6t!+f5gcIlGs2BJJ`h@_Hprn5Dv&g9N`#Q^!FErQ}PVwxcHv2 zBrbr&8(R< zGbU=fjT9s!1t~~I3eq4MDM&^#l9@3xVYX>sZs4{_n%LNlZETY?#zpv5{J2nc`BjCH zj1;6G1<6Q33Q|fpNJcV)k;1OoHSPVJx_xiDlg+I5kFTERoOudx@8cf$aqWMc1E1zMuV)|6ea{#t zpXNi?NT(KcsK<$ zH0s{Qp9>wroyZyc-^Gs4vgi`mjUM!(5B(UxrM(me$^4tb|0kZ$=dBT^7xpkHvVR|aq162s+rN)Kfw-sO65<+)xQD^)fqsT#*PQwf z$i+jS#cOW;2jq}_eXiQm<)2)v(YB3g;}FO9HvL8xd)UVt?9T)85J%XUc-Q=&7G<(c z+3Zk8$vD=wa`n#m_@4eRtgq@@$i6fGhkbo4jT6Mat5Y)eUFFF$#C@#lynnfm-3i<7 zZOc7oEA%^Hx0h``VE)iG`@^*txWWx)TD9M2<`B>qTr=Mn_usgqANEdIu9r7y#lF9| z2l1@7evXW1jV^SFbA8G^K3V@bc>Z`?IMJ&fj`iwGcR~?8&b=!p-?RSvQ29DmzD`_6 zk9%$Xv-wZ0+GfN(f*zto8l@;hIVwE{DxX)Q z2DQj^dZtPJ8b8-3JL;KDfN921ztMmhTfTeaGG?3}P| zkUQWb>I+}df4$nLznU$u#tv9-W`7`4&;F?XK$wz75|^Jf50Xq_6=`f@x+)RAKgK6D z2J#m2`dzc)AK9CIk6dFr?UM&M#1Z1!#&nmpTh^{`vlF(?tv~pT{rml=yKJf)ve*$H z=l`Af&METvYB$^4^Gzn%AHq-iU(V?lh={m`R)0M# zTI07o@^8bEy(#Bbf76)IhmGfbNWbfEhNN@hesJ|d_zUa#W=8*Ym^$;GdtaxGt$zR3 z_~nT4OWb2KluEA*<)}a<(ut4i^ZZ{z72WOMU7h@2tw;E`#-0D?@Bp*ws=03dK|lWh zi}VzhHrWTL@ts=KLDuiaKB9tup0y8(@J5UJPr2IaP_|+j6V57+ac{z1_1DS){{|0E z*g9CJrxDjUJw)DGz((mjddqteUJT9j7Tn)3AK;~m&`NJZJBB{`V(1_{ars4abIES> zpcj3J{f4>Ue<3`2(|DBd00wa>{b6zhqZq?DrhA_c6XYbOki<;)^ZNgv4|DW|(dWZF zQuI|U)0bixi#Yb*uh}1d(`QY{+}b;y%p!eVp{_ChZOpk~f1BH#D>D8a$L`CGe`B`D z`2!{Pi6<9IjW5?5U&hkJ3t<^|J?Ftu?d`C+64Knq0S61=}dJKl(BX{kz(r6=}R@{9m5ao>iP<5y$_h zrz%3FbmG~|aSXbeK9j7F|B6sUUpVvMpq5^T<)g=A|0)0NBI?Dhotp zZ*}wA(IVW6Tsyk}g?$1#tvx!>{+?=otF*rj+FvqNqx~h9CtN%G+o8?(+R=edbfFtP zh-;5F)z4el=Fi8qNAEd*O0h18ZQ!WSqMtTKPGAyK7_$F=JOki$?aTe&y%Un+=8(cF z(#YIAKGS0OXP*jddHZRI%VH0^72aiJv4d@FVc%y5c=WXwtq-o@rGf8x__z-~uKi!fL*WeKoPir@-okW^ zyF+}8jL*|2>ci)aX&pSCTVLd}V(eCkM;1Fr&I%AWeW88*1^fF8{Jsfi@`@`%a#Ef) zSy})jr(Twkd+`T}2w3$YL)_--+h{#Jz@clj;IxeIxI8=v!oZ?{S~v!&v6`)djbF60BW3?sMFi z#sLm-gkxN?(@w}!?U^snA2A@Wj`RFHDY#?|A+Ym|C2pe z*cZNz|JlI*)8&zKe;QsBCSG&r|;AG5?dVJ3V4=f9Vv~xBSo=bNWo0|37RWfBJ&C^7B{EhE94H;+*^?K67f% zz2=>rE^dt<-$V8y!{6^C`;n$^@%6VcAUud%qx(YPoI>|FEN%p&7(@PpCC(}KtgQ!` zASW?}%bz{NC-TlBg;k_6&4+*Y_~E9wnPT^kEPdhH{bP@QfaQJnkJOR-KjVLI^8YdK zSuDgnAtirH^1O`u!MeWn5DtC!2*)_VDe~Azc>aECtHSdyb1Vo}T}w{1)c-9(gyl$4ke`q_+9YZ=B--SBU=qHF<+uY;-7dUCLUI zGS{gr;yvsCHu?Xf#=q1Haen@KpE5b1ERqk|1ze1~Yc=Kvyn9)8b%k|mQ$=x@gB*`vivO}g~cQN z|2_O(b^3f#{jQE*BvZmmu&{Y}~*ZO#L7O}o3^to=boyZG>0`#1Wo{r8jn|1AH1j{kqe|39=h{#)J`zq5%f z_OOow9Acx5|KGv(=;r@-u{}E3Ajr{o%gtAl-m2etFwFng7qG4`AdU-U$cMs5(m2Km zPLanW&+#nkKhW<_UjEIUa6w+-8aKE_;=lU;yR5?^i%|lu_T5akJoc%x>D$GgO}%zD zj{mdGcI7+A9>|hArTqUS+r)Jhs6-VC>;KaBHJ~pXunk;WL$Aft^ADvN$7=45Xg_dI z8?ts~u7GRey3@E0wVvL9Mm$*u_@4DI<_8w`|585Y>y-aFZL#wDp7HPSQfTu1X5`*- zjyc&1-2r#oQCR=0TyLoZV%xq$W`%QP+$;R)__wmYhV_2`Co=ShuIZ4*wBPI`yAb#9 z=qC5oErtC%l;Z{Ti0j1@zq~Mxx9R*(aqn4w|1oO^#6>@NfV}(^8=V~b2WNni_rLg( zbD~}fqx3P%s+Z45y#l`ag^5hxL5znBGeUVx0s0+8%d0W-yQ~K-*!?<_j{P(L@ zG%(g1f5e_@;tKmSo1-ynt@_;Q%k0ya!$Qd`VX@49Dc1Ebk;}p>eXp=DUtwRq!p46k ztRKIkeSaln4qgclu_5iveftCK*&jgsj=1cm{Q*+;2S~mWZv56Q=Gz*=LQg|j>}v?A z)tB|Zz8scQ)~){`y9vdZu51V;WYYQXGtPc5rI%r?{^d|kRv_c|D#09n6{%*B! z4RY>t*ZuCerz|;r`%0)4Ux#`$V5Y(T0cfNzl*@bR%b|(hjOES8_m(0Tt;25-*NQf@ zLUsBv8efmnfLnbkY zW$%656D;#tklK z_4|{Fe(wz){hl!~GJjWJJ6Vb{l%oQ({mMW7+5R5#9``?p^ZzSdSA}ZSpcZwg$3}%Y zN1pALXInV`=|ovW?m%6S!u|)no<9oZzt;2jA7^TmfB$iVH1c0~B{Y(c-q6?oW+F64 z-9(=jvK4K({8R|-b&#Dg?(@p5|8cNM{om+6>^4tJd|G}o^lo}#{)N7WE%n3p zjXL1m{lz+A)BUX`!m(%7(G0(}Cz(KZ;<{%QAiFk8j{t<%P_H46Lh*6_>Qq~9TZ za?*FEki;CGmanXGBK-9H-3#sinfCuy`%gYuU-0z&-CFmG^)mNX&i>FY7tY^Jvk#>6 zh1v2Bv_8;i)gW=&rA$bH0p4Gzddq_5;X%P#7% zN0aa|a;=^_cDnr!o$N37Gv|Kd9Loj7HHA<2Ut~AM^Se)c?-Y5Q;T#vZ!p5lgZ`}Kb z?WA-)m-p;HF1^(Y@1OrZ+6U`L-alkq_b_ez(mc;=>D=HJiT@`5;*xy*BKktLvT;)s z3=P~Z!E%}Mj3@nHrQ*t9*x+sj1}oGjsHDd}i`+-8$)!Ku|6YGOy%u$-$IxFr6B@`y z^dd9L#y}r^yP0j$Xq=xu zfL-C7aF*O@)xK3ovq>Hs)lFEWr&{E(SNX^8$Nnxc=zGH$!PEE8jf@I!G<*KoYWMu( z|Jv{Q~4i8-y&mGKv!W_UjzPH1sm*%5S|8|%l^FMky zOp=#>s7@u5IG6vq827uz)czp$-#lktX-SwKbl>rsVZTSFF+<-Zvv|^88n^b{J?!HEhd9D9POve;|HRe=|I>GN__A5#%(vg| zZa5;`w){(#hit=g5@0=Iq&ULElbDTmQio{TjP`-JH0r zYj(={-qq%am|_+UeLv!uZo*DK-co%La? zuReTjpgw%HtSaO<#f5c+=6@9Xof5>e+b=&>;=g5&IS2C5C(IxCMM)_2SsBVvfvG8L zaLMW7qVWB0{YKY!!VgM|!e3OBhZ)ROR)pEqN5Vppet3Fntd!mHp|EU>Y-#jEe5`NwXR?s6`#>FXD;?wpTVON6wm@9# zvx9iHaIRL_!%AaGSVh5p_CBvqDnDdqRQVxi+x1^{>A$jGWdV!yRC!5QDsk3EQAw!s z9u)bVPIMveq$D>mtSAX9DjR1-Ie zDI_t66jpKhTkJ71|Ee-ZMq4IJ?qMH8#tzq3os&*K#1W41q(AnAURXa>&o`jw5&MMR zy?$!C*E~e++hCr5&*wgO%}lrYU;pm~ePK`Efcn3%{{L0?&hK10(MNEkuYkOA&05I^ z!Zmq=Oz{W8Eoq77-86kmy4xrcF2>XIf3CEh=yUBEN__nS9zlu>V_xThWHXKK6fQuPJ&5I?;vM zG4}ri`~QIbzt8?ZW!LPfr?7m@PjF2SdeMh|3}6t$*f?PSW9x+df5iU3VgDmH!T!ez z`(Ty*@t{llKcM|5pYBiNy0u38WlCohxx3GYF)|}A`jg}I?Kx#rJ263@#IA5|N*N`0 zyn9pPriR zjJy1s!7BD`jsEf9GDf*#T>MMU3H8}2@;JjeE^viwTz=d-Kr+ssxg{TcRv-L;x&Xx} zK`HX;<@_g|zw-n9owKXNm7@Zc7@DmJRb(}4P>Xt8vIj4J$fi`b8ienE-hKUTMfkDy zIddhyH|E%g-#+&I&_r*>Zol%^s~qopet6I&jh=V*$s#k8&iB<1x8BE2WpfwK2R?Q_ zu<@3{`M~Y!AnY6#g{-m}4T3@3^Ix_|zZGq0M+f2=84H-*WM^VYy2~}*-9dIHru!>G zr|Y_4>dD<6%ozJkZdQa|`og$&2YvK@EZ4sf;u-d-VdK9T5Es|K50b;kT-c+W97Wo= z_|}|pX^aVvqcHwGW}I4F7W@92I`I>j#Jk5Ari5qx)*R-sfW>0Jjir9`1F%A0#e;I= z`&chAzU{gv07^~_l6g)vof_vFPeJ@H~;4tCOS%^`&u=LRIFUevE4|E`@! zp?&|nGI?zL|J?Y$xJ9I06MuJ;%px=SLf9ks5$|JbQ~ojJy9eS5`vNM1JIZ3T(`VE2 zwSOQ%GIBuZr*7iP`pP2tW&|n&8|5#JI56vOMmiSuax^Ak#Wt#xr(rEkA`$w+1&KrU>0+DQZ5$z zy+@eyn<=a!jZI{+hkX?GpHc4=&JiC_FQ|`F!i96hC;76jIm8i;ae`CiafXc>{r}h+ z;pbv!f^R>}$46oR|7-r|t^R*9&H-3IRo9RQVlpI%WMphdK~<^@H5FCY~b{_s_efKUqIen15t`ZXElM^BM~C z96HsD(w}RTe=J}Th4X)UANOx0zU)0m;T%q~1f?iLIsQM_-wnz?9$*dYNF#%XSUa%h zTRN4fLN%V8|5HQXZt@IJORvK&J%?2u{%S$&AYKEDe6+MGFjWZHN8q-zP;-Aqb*Z%=^N z|5Dj?KXHyv*8S~Z*S+P$O-paUwSyS`%FhzR>9D9x2{lt$Gm-eSj(N{5a z$C+J7(>IaD9`j#8~HvISJ_7%XQ>*79tvjg&>gJ+sGi){Zwxrx~#?@c#Eg*f`YwYDc%Qtxet0zGlZ=%dX$WzqtRm>mFWfi#_)i z>9rz5ZzJ2WM(-eFT07W{X`)kHm;Yg#9{c>Jd!7wl;=0j;Ud)I~qL04d{^rq7AHaLY zf5i`q8^-01v1M`;V;IK-CNYI1<`BoCQ{*FO=B<)WNBv?gw|Y9qJ8a)gL?J3*(=I>OU05|Aw{ABid;G&9Zti+5(0C z0{?%tGz#Y*+$jn*^jd7R`2XAd7ajh8a!2?*{jbs~oPV_GURU*BOz;hm;RnS2zdC8u zqXCU*LNi)$`5Atk{O6x{euHrI|J%rRbf6P)uf;C18$Ia7jJRZrc@*>~^B4Q+1Nf)& z7Yprwm-eqmJwz@JsCURE;bpSQcLp(x5j^#8v-&@UH_p^M7uqOt`&OHz&5rB(V;}!6 zRw~pxK6~Jr*iXKmSMMN$hlp`w(i!@(dY7C)>_bmq>-(o~S4#UtJ@{??@759QR!JM# zTEA8QD`Cnt(^J}eat<@}6uFAzs(h(aW4_YDn^@|UFBI~r&YZ1L?>4xu&UK^W$9>;- zmdIt{tnch$9|t(Z5sq0B7Q1I#es?x~2miSL_dE8_p1hvQ|Gs-Ulz;M}>rSPS zDG`S}eJy3)KY5M|?3PQbRGQ>Yk>9BHTa~U?9I&p)^(Z*YsmJu>zBF_JLG~~UY z$Mx#fWSsL?=>PllFA^DgjksFGbH27l_3JggKhz1=BiEtr7TzJVZQ5Y(X7P%~7gDe#vFwQP+=Q921zt6p|>M|FigZ zB98yh2|xOzz9DiIX>4NcRDDD4VJQ6HiG4D2t6jkXeLJmgN}3Z)KSJEo@acR&@v|4V ziMfim6Z2(nCl+enPAt~Fok%sjome85tKLrZ`OYy;aEf>P=Xv3c>$ek|w{Iu5$nEA| zCU!c0naDQ&GLgeBRx004tk%Arc!0H{w-f7rD}D5KB7=vRo_srTCY}2m%C|Y_=k%HE z+leGD=nK-FKYKfIMZd;!nR`2NkG{Jo{zlx|?JpCzWa5wHz4e!gBC;6i(O)LEdVZPM z?)zn;M7R{WcK6lfKE-Fdewmn+=eb(Hfdwo!N_*UIxUXfh%y-IBfl5@N8a1fJ#;yDh z%0IS!XJ_>7MAp6M(r+hXU(d>g{9ntz>(L({^%obC&ql9|DCrJ<53#F zo**CnXpt^8N$cPoqIarQP~OXUCd|4cmk z;M<8uAA2zzNc#{+IK~N1k;fU%ae>S4y`8xH`Tvo)qEGw1Yw`v&6XyMri6Qx(7@i-S?ny>KHs-GtI-E*DKTQHN? z|1Z9k{$yRi{SPXi)?Yte|ECR#>(BnI^XG{_Klpj#d;PbG$?KcMcg}7T-|hQF;@ihR zOH5q-Eb-0m>%_OtewKLi{2vnI`1n`e(uq zj-CmBar412W1q)4<7BhV9}EkJA7%%Cm~Zo;cgD}GV>fkRDZ){#AMpv&AU+=t4d_#T*eKw45 zp57$BHF3w*kF0N{uv4myZJ=MO% z|6BQYSu!Ua`wCW$*dKT>$NosNKeB9xDfR~* zvT@eRjpaz^_21X-zwu01rDtl3%uxY-yG$Q6HtAXHcJVR$`Ig3wb_R;Vp18P%be}xH zjQ{13JVHF%dA`-W5gZGjV5z~p(n@1T(ofYDh1nMKPupCF1!>1UB~!!d11uLAxAL7l z&Tx(kT;Uow*f>|-u{Ef?V@G+*A~(m*z{-H~u5Njtj#(qumASNfC3B@di1_`C|0rFf z&mC*UeC9-vI--cJz?bfjUu3c4x^4Hlg-!Rm(d{$y#c$n5Vwi7&LVdOG|2kxE2`^9j zFY)9Y>jiqWNu#eni$@=2PyPP?m5BC7{$n2qCB9RNp&yroax(W5iZ;wT`){t2e_YQ$uH_$>^Z&5a&p+;a=ls7?{yo;J%rEC}r>~9g-foZI^*Mt zo0e`rIe;0zJ4g=ce|~!YpR|U>jbLfgeYeTSlzfbv|1Lb2mA|z7xwl1WrKG<^k8}0! zsw3kX@O$j3QQyC>y@>n&kI~1mvCscIRL7FrY_T2sd**)*>iD?egE@zUbRc@{bgK6}w6GH?r)y9i+ug_j|@<7Bdyr8j$-)mdjT{zHlIX zh^4$S48%R4QkcEaE>~-(YPC}+v`gBpCGAsOlXK)d$2h?$@;JjeF0i4DZDOn2_#<}u zjXxqs-$h(&v+6y3p#5D-X^)l7G-BW0!{qxJvFbO(xk6XcyTL6I_mwBa{c(!P*Y(TY zf96gop_ifzen4ZFNgSr)QkMhM<_SV=xX@An{s-!wArTrnh zd}kGDY$A(2?Bf81{r@|SulE~Y?=!yMV|=~L_u8nKe){*x=$1d?)Pkc7r z#-AqRxw|vn{9^A>Uib|2K8t4oE|$q(h5V6mE&Z(P=K9si6F$e{h|jT<^?BO3gzsM9 z3fH*7EfTMLKd~{V{l!*~^53OQ4k(*sPI#AGIh6ln`9GC^*R5~L8#45VQ{qa0B@|1i z1f?iLoST?VSQkLw_W71@1-%lx1M-h7cEneSi}|i5YY^uy)RJ{bHp!Rpg3s%P8?aO_ zUsx2MA`9zp+4+U@ZO*+D>VOoMu#86EX+{fjpRVB_>%_O|+BXF?l;9DR3K z``fDg;{n#Ney!}O6Eft(3+2CCzXR^gsWbla`OqoNcm_ik*^R=y3H`P`^j`F#9|IV~ z8e4am9Kk5Y5Zm_jjs7J1_OZGN6ZA>!_Pe)U_ozPF!IZcp=8(eWkK9YG_p!|Th(|wg z|KjsMQ_quG>|q}V7<#569Fnj9gTBvrR>4=SDG|>9^aJ6Tyj(F?pFE9mIKw$EaD{8! z;1-Fmc&AW|62$$#Vi18F}3f%#%z@_LTke3>y0B~vD&yHmPU*}4;xE&Usb;MWdEN!dOaG@h<|ba z|90c+STUZxdT9K4-}tvba{H`_gZS?J8W9aUyo!)`>?Ehc- zLg*CNh3T6YLN}Q_xBoubisrpP2_ z#^r}h#c*D}hUIJ2JqV|^&hokDP9CrE|L5!P&CT!}FG(mBB?@`&pW;yyrU z^z9mHUd{FS)rYV#Jz8_f8vTQV^c-v#e}w|)c+{k?NJ#l^k*Vn0J+ zpYKln3+%PQBlaDpm4}k}y*=ljpp<_9)8_qskbhFFFBOaB>?SOgu%n6+q0BYqi1tS= z+932wRN+#8LN%HHTXRf)V2-c(1vSF8s6#y((1<29qXn%f*!gdmn-Kdaer9d|C)GvI z`|q7K-sbambYQL6+9|RN-RME4#PdTheS810ZCcp>=y&gUf4pOR+9-Vhaj%HkN&eTq z{O$3-ut-lGTK{*&PeYM3p05APo3AI_j{yu~<3Rg|*hjy8q)ocfHX%2`{~YIkHfsOy z0Bcy+CdF~b!Z@VsHcHITD`P)YupjE#57q1kjZWk6b^rey`5@ zy$0*|$U^_U_<1}%KVaDWz)|Z5$zk_6f>DfNJmUSBASV&m?@y6Q%prw%Z|M&AP2X;n zw-}~xBA#iOYnDfO*@;rzbi4WgNS14Vh2y?{N5aR5d-p6~Yk$d9k@lAj zKbJK|M=r1#7W=$kY=|XtS@_-kUnjnQiacUnaR1x(|GO~%Z`l05LH0Lx=-E+isrqRb zE8f*rJaFCGSqSU5#@NXW9v+Kh3!Y2w0#~?3=GOaz8~XOC@`qb`&Rzk#+M8UxGG43w zBoluu|NYkQlEsK;&yTH(tbcsw|NGB>mivz zy)+uoh$h6di{dkHrr)Cv&6b1~dMnz|fll22edh}Pf}KL|#^v1)gdVaNedxyk1~H5g zj3WQTJ7J7`Rxu7sIZPXJAKL zT+oR{c@Ju)$;~2p9rZPY0nn`uQIQz6+omXPa+2{K>#1Urrq{$*< z|Ma*fV7}Wrbo;Bv{WX^P%uD>!R4ZS(>)CMPnzi2N!YP?Y#vFh%@*L@M>+kKszl{sw zE9AuOVh34lB+MVc7Pj9#e<1b`)Wr1z#+mWpKwkmYPs|@c=Ft2Be%tJY^ZTy(ZMXb3 zzT4tBKW@VL0VBrwaqTy6aErvBu&+>zGw*W=IbCP|0a=D}RA5H_lKk&V`oe(xql#XQ zxF^CAQiy8^3gh3!kNvqCpVwkYxy-4z>*$4fgMV)=F1-PbXhJhuP*{I4qWn)N|6|I( zb|`hK{2wd-{>N6=w4ogx=tLK~(SwaTc4@sj{!kg%SN@fmESbaZwRhitzB;P>59@2t zX04a$GpO)>kPn69nSZ^~=|evTkm*qV+l>Rzx0{v!0X8;$1iL5N-y`iWxzlR=O5AkY z`@$GGjyU&if}BLMLiw*({qKU%%u z`V>}?#wN1Z!#)mhh$9^11gChkXuSoQf6LjL{H}V2kxW)}`k$5A%yXr2o7$qo0 zTsxO$8{~dZf8VJ5W9V~5q1>2%MZeb)LN!@~TGXK) zkL>f2lh6F$JQMP7+1u}j+IIW@$N7(i{BIP62G=zr_mdBVCbAhVXvO7+{ig4=(c3Yd zeqZPyJ28_|Cz0JqCOv=uU+e?u5$;7?^RtXaq%fze5QCjAd^BSZGPD6Re)rsU7f8B~!nneKeTs$SI^?JOA9cxFyZkrk8&VGE54|Vs-^J6% zzTpym`I-&jd$&l8#`gc^Fl;}7BKq*FFNI=qLp#2?$H&Gtc91>rKV7l^v7(HuHu3*k z`2Xa32j85`2tOoapL~gQN>PS#WW>ew2Nm?#rytiJ-2X~Lc>QP66wXcfjj_jl4VA8$ zPS_`iti}wzhOEWY^#}Xr9|+fD=~Npgyhx_>3p`R+=ie~Kc2{4#bpWy6$bU-w-z$?p zv@Xhb8WH!~yZqv>hUm{X2{*^MzcH_pY{k&s2J4?*4sG;!_TeBzg?8Z%bfO#gfA1B0 z2)z_~=)Kq&HI^`LOaa?TV+>hi4ade6j*LCv>G{#+-W9ADdpD4A-NUr;lR4!V^PApZ zEYjoIRE71q{mQT3=*IvCF^mz6V(3e+glqrpTFuMOYqR%c(MLmO{N>O^A4j_K<*;QP z{0>jNJP-x&W`Se^QCSTRPoW}n9gl^@nN8UIUv zBux3OB<7I9D$;oCqCQO3y%fHW>FSrl)E@g+{B+_@`2LCUzjN#7uJ44uIDKdQZ=yKN z-WdP8uoep`Yv&e^tqnUWWnUWqE3OKEgse37aQ~({ynav?v)+5rZXe8xh7kLiW~W{WbC}11eGwMzi;ya{zXFzVBF$6eafWkT;0o8+sIkAo zng8j+|KvZ}IrqQ#4|9|Lr_q({{zqPMmo1h z{3-hgGh;7>WR>zwU&y}1H+dckTZ$(7^v`;Qus)THmQdJsR-t z`6rFS8`|kjY+)Na?24?iol~}Vuhl;Hc}@QEwfFi2IZL+Z?rc1_#^sGaOU=8Qj1b|LNowAID# z=Erpl_n^=(+`$g-V~30H6_@|yE1{2k^y8O9{^u`;{-}THK_zK{O^Pyax-b@_kCFZq(O0q<|t z{p?{M2ROv+h4q8(dmalZ>jyW@*~SumIq5gu_mS(4ae`B1+TCNTwt&9fB5ydOpJO*A zZ&UKPDz8~<6~smV|BAfEjP!2ETO>V?dCz76iLWYKDD3NZuAcU6QrFtwEdRgRf78zX z$09w2rAa>UxG`kkDM2a9Q0Nax>!Z%<_Z8l7&8BO&rr7`3>1F>Thh41j`&X~|zF6ZE zte^6M(|q4mJ}@ezQHi(*e_WrQ`?0o{EfCkISI79@vSy!ry1##ow%7ZgD^tD(*z14b zY(39^dcs*4u1k*Cf10dEJd3Y^Y((5!cfM1(X;*Ia_b=-^SZZbGC)I%y{D1c~uP#qr z@&EZU%MJYh8~*o4?Fr!f&1gX@+R%;;#Ie^n2Rn|vZlSQxjqoo2H|ITHWrMF^t-~`w zn!b*Qw|pRUN}~(i=s_>~(2oJ+7VQB~4r2sQ=fC!w|0+C&N5A(gVS>!RbSF%bQ+WM( z`vf9MpF;|(NaJ!ynIW^-i(!8CK6!vc9N`$3zi00UGXEx9kc|6-{FJ}(Xwkf-82<-+ z9P%8)Uwly?MFfadHEt01Alt?cvdCc<(=FEc`}`J(ugUNC%w6o`|294w zii8(N`M)Um|G(>hqc0(aMGQ7;&!+h170-oxjh=6vJq&%X1Q~iMS%&R0K0dNHeE(~{ z{W%}#>RtYQu{4VK_tHs|nG*gzS?C|2Z|E6b~~O6<BruuskLIoASRZ z|5@|0#kHXw9q2?Cy3vDopa0h@oMUgs{((MvKW2}WfA8(n^Z#0ve=K1ch5my()}y(0 z5W^V3D8{gHuKZ(bMES>#vh<$w|7w*1Jiwak)|II=GW3Ue-#OMsVO&}hcshQrjK}q< zaeeTl_$ee2>;EU~Tjzx5$M_9M(O0pgd@si`uI$IMo)#C^2XB&D%%q)BNA4q;wRWA% z{q+6ekQ~xCc0?ZI1gCiS^UDht{A0f2IsF1xxZJR36?ubOB*xUWC`JiNk$dY-C?m`9 zNF7%}=6}aCNxd&r(yLI78ax?)sHMje?0%MGsfG$tSf%s zyzOqX2fgS+KVsc5K*qHlv27ou4`b=Vdo!sWx$+)iMBFt0X_Op8TpKV>P9RA?^Ss*V zlbDKem_rJyc-lXp&009qZry6P$fXPZF}X6SeNSrNwTo-o#dW0V8U6S1eBF&6{rlSL zEo?Vwzs1LMcM9k5ka0{P?RPej#U2X%@9cw|c@x_{-|BzI|9?Z9)-1kB`|I;K{(rBP z|69cWRrd^{(El!tLnQg$g?)v5ek6R1!uq!o`Or=m*1rw#p9WngA90;@T+^S*${)Eb zAN#&@f>Y#ihI3rt3LBg1@)qw%llry8J3+?19dqRF3IG4t^EvT+JeR`r@f&Hs757Mb zI3ljhJO%08;1-Fm%YTDwP(o^x&T-zWbl6*t{#T$n6J?E9!7E0LrZ z<~{gMm2fqdq_r%~#aj8qtg=6+-Jj1Z$A~s*-JD-;MaMhSeF9?1Si|W0#$>(q{a;ga1#io%8>19*@mu=<$57`@dz~{D zd=Gljhqx9Xjeh#&cw(F1d1S?D^FAH@P-t{CnKkw%^H+5B<(s$qV6JIv2RYH8SGj82Jr-yWIG9 zsXg`SiEqUB-xz4C@$Ww4-wF5EW^aA*#h9TFs#l|pHcgLn_EI(PjQ6{CsrZFZC!G@4 z7Ulyq8~ zSi?Hfi06bp#9Gq}p-MW{s6j0<;?nNFj=nvtZgHRW^akt-=a3y&*Pv0{w7fNu&6uIL zkgZ61Zu6ew!k%?w!tE&RDYyEV5*coI`cBGc|SqHjTuYyP*8qOYQ` zZn$3kP^*5B@3gp0WHDW<%#g`Rb)Hb=Fdf#h6Bbv~R7PMlcQ~Qpm=l>)ZP2jaXp>euI`CxuS|@!$dq1xo%l*JUZ^FybcVB(% z!!NdK_xW;zZJsaU`99sQDeUhn{T}-LPn#cj$2-u*{-|bu)Vn|A=)0BX54f+n@psyP zvM~Ok?te1>u~!;>=*IvCF^mz6Vx!CWTaRZaAml?m1&NwD8iJ2!5c{B? zl&?eKBgFH^b1QsH`afI$uWY2Sq+MCYscZ5$!#OT+g=^fPu-;C)zcu=<_Fwqv{6A%J z760sf&okx!Se>9AxRp*^V z5zV;#w7!4xt~ze8+xyq={p&VfD=yuyey8U?WZdF&<_UbZ#QW#{IQM?!y&q&w-5dAj zZF7A)I?#zObfX7_`G3amC-XMlpsNah9!war%PyaGo7H zL7zn2Q+5d{@r&Nm*<17btN6Gz=82Pw4SZX2NqCuT@|`IpF^8x9ADjAWgg3^`J)bm3 zonO3-!v6n_{By*8_E-4Mt9kR^Z>$fvvOeI%+;(L6&kwOGjd+IVv3DR%zi)oo>u>UD z=~>M3)8{7m@A?fEYK-sK8Q*W zD9l5s{l|F+xl`@avHz^qe0jgKj{_Vco=cd<5q+DlzvVuU=_lA7vHoDt`U7%D-cQBF zGXV4C8D`||oV-Ai9{2uVxV3+w@HOJz|8ZZ1#Usy|oGs`7V}4X0*s#8@NzavB!gAVv zCcblv#5c7GC`JiNQHG69&k9@E#tyQ`VHYch`u~#pzNX|A>-2Pr|3Ak6$J6$y!rAB2 zt3V}&tk)~Nzu``yf3I3x4ZdHh&wTTJ;VpTe;>*{HtHYW$ww_FPu;s}{#4)}mvKfW* zfg82E4UgO1LOE8yOsgxtI{dFg?$bq~#dWQi5tn2ew9yyx%J7JDA?O`gK36x1ODWrn z__HQ^IG#NlzIXnsVe;(P!gsFzRrqezuZC}*{AQTIH*bGEd~5PI!kcx!9>&jqJ$(J> zh42lw-q$Yvbr`ENug<)dM<4P3-8Js_ZD(y5oA2~HkN)aEg)TDAzwah5SAIS8M9C+; z{F-_C^gi@s0D~At;d$1n57fIO!lM|&{m*!ge_IqL=#!X265pJ9E_}=T`R0`U5{sWR zp5)B7^sj|EpI!c)a!Tg^R{pBor+omvQ~&<(UC(A!d>Z#}oGVxU8)3*9Rm1k9x_9(% z!XNGZo3QD#EdKQDUxlyk|7Lh&?AOES#lH%FeEl2YPtJcM?D=dTD~T_J)#5LN2Nhq? ze)fd*#OFi0?DL_@XX7})A&zj26PzNCGn`|pBZTj3f2Y+eKS;b9l4Y+tKV~5OMdA;` zY~>%aum3R2C%&W~{7Yf6=u07$_#z+Vi|Usz{^R)N0s8}sY>(8QHV(_T`q!m@g=^g4 zY5kM6ubc438T;d${c)vz$Ih7c9Xae`WtjcZt^H*~to7=jXxIKCbHV<|$Nq;8gv7V} z&p%Qpqllgnmu4>%)3=QiYzY_UKQF4YC#8+7v4b6-mAGcQ=mVjYEW-@FoUA~y)VPE2 zg8Qo!uENrZaR)4lOZolTEA|KGv4F*5`LC1zO8H0J|F_!rYEX+h)T057*tlYUU<=#W z8PmS>$;*IyC0FX@9}i09A5ZuHJ>q|0t=|}rbehqER%FtA)WM?AM&G{W+oGM`f!#9o z0?8eMhQRpFik@Wferg0_YKF;43S6JuY%8r(P3Wfdsj+7S+_NL3oufb5|2IWn#sA;^ ze}}#>5YoQ4i7bX*eKqWn`#8Y=aR1*j&tD(v|7ic;Lunl07$*VOz8rQ+z8tbPIm+4KXqPyk|*BV|69n!h~G3yFHVmykTQ7+SsuZ1pp+_OEF z?QVJxcBPd=7SWdM6*t}gTIeJDF*B}Tm>fj1DCSH5a8`K|9>G$-{$VU8wJqeV_IPek z8#}>H9@D07YFn{%!u~(DZ;Hs4AwrjNjB-R|0_%GA)ftyKpx`JGyHBcuYQPY zigKUfJA6?4y2FkXpXv7-z4i#DZ`bi3*cqqsdc=Erx__@Wb$U!6xcGBi;0kdLb8=NV zqA&3C+VJ2iNMmTXO@2 zYfy`|T609nw7%m8vJvqNm%{kZ=i=NT&lp*@+YTAecF3X0b@`WG3(e%CpS~7aV)zSR z4z2Hm+sJlw;PMAw4xMBdx?}hg{-0vw?|4wIE!1AE^NrKUv}+%+(W`yM7Phg|s_jD# zyQq^+4|>suehgp``<~aVK7_er?c32i{i`YM+obkwT>I9q|5DpD?Aj5GVhl3_{M{yJ z2GHY}{X8bMHKe(3vmNPi{qG!E@c;R6Df%kX*hCh4 znAJBiH|GAZ;9eI`+~58`+8_I_Ilv)~aEue2B99I4!zQ-y&(43?Q~sm<;Wr*kXn(Oj z!v64IXYdelPS=@q&T)Y&6vjVV^}W!yoAv)Uno~f(#qPE8-=hB?J4k#-`R_1RKo%p8 zf0U4=D9k@7lCKhW#E|b{iG8uWs{BVg1GA_4|IJgG_bxB!*IFdwzPyEfdesegFZBOk znQwq{Y2N>9`|;`fub@|A<3Rr(w$vBfM{N5WHa_AUy?7?yN|W->4|qVXbtwO2+?y*y zK6KsoobOJ(KU7Jp8gb2jPB=^Mtolxi`F!GQQHOeD#HG|KL0~dKHlRfA~ANnzXL5yG&V|cp%3jaU% zX}-E~yK(W4-U?xYy#GVb>rMR%&TX6&o+*7&PW{df99e)w#Ub?O8B+&+FT-*)ko zUwfth0P*~~bH6!^GF;#a*SP;T`sLKu(^>oV3*RE~U3DpDYK_11sf+3HOu~733B43g z=ij&ct=?xtnYgtZ^8m;SWU|kNO0o*+LHUx`ZBz@_pl~jMzJVQm1=&9LU+4ZC{06xY z(`<47{qDcp{iD`*>QIjcG@=R3Xu-xsTzjvNK%c<2=d?4bZ(vm)0d}!c?)l+?>()HO z^;>-lWCjn9t>2daR_U~%9UYjtk^g;X9?}<1-5Z9SYm<9R+g<72>fK|ldnMn~|Jle+ z@SSwC`o+7^Lod{S-ixhD^%HigygN1Cp;GnHc)I^xyYi3e5^D#fGmZ&NBAx-3EHa;s{^b13 zBz+Fc9qJ~eI@ML(q_|b2v5749u#W@0r~gy<2yq|C+?Vcz6Z${)f3lOR)rppv_FrC`;>Swo^}p2rzgQF!-}4S{ zD*vl|QTq0z{|?3U672d9bM7x&>%Sz2fAL}{6@O_j$}+M%>OWStzwm6Rpy$7BeZfoi z7x<|@4t*Q>uQ_i*{3HG1Rpc}u^VsiK(`!(Rnfk~5&vo>L3T-3m=?z$((l%~tJ65%o zaG9d+lTg3gfTZ^4P{N#5O(qxNUzjKd&=h zk8bp!7k%i*05(e5C*|yu2KGrU`{aa;gxmoeX^(w#%D(Aj->@~-df7K@nluXQ2VEc6 z9t=un7$X=(VgCU>_!xaVsr}VPkJBemIKOC8`zwAYWsgE}aSg&0nZyizj!eaHuV<%i zUdXcngbVZUPqe>SJogO6&z|c4yU_o4=KZ_%{+)aO@c)o@_rX4NW9AmQam(2Qm@ zMxf%rxL5^~iBec@OQ92~%ZRdq# z@4W6Exx#I!mTIY%YN#lw8K#CU^r1TYkduRZ%xj*l{h-x7&F~$~v5zr7X-7O}%J{I0 zOnRoV|9CgO1hM~kJ6RJs+kdfd3rCAsogL z9K`?z(PfQ+Ze+(FESDzI$T)x8JH55dI{w{L!`=;XeB@O9kFKqJs{Wa&p%c~GfR9P% zI8NXsY8M+3w&u;EgZ#f;{y!rBD-*Kw{|*@|s110!<7QwcN--OAFdtoI{ErIX z7}W0%mg^Z&|? zZ>KLq{|#xQ zJIGzwjkt$a4Ox!_+K@yYJE9&9XpA-mqHWQP7F4b_zQ=KC?85;Z#33BU|8D!=(Dml{ zUu%tzE`1T!2^eJK9g*(PZI^|kq`y z?kF2zL_MYs`>W&sc57cpoZr{AK>fT({Y>^QQ$Lew;SAZY4Lpv&FL0hh6rmU?b!Hs@ zHjRFE{9g%uI=;95{Zjklii_j#XOg9;En=&XbC4bXCY?q;@Odt5KeA=w_vha)^#4UzjLOG+(>Q1U$-jSf|BZ6_4}a7CTcZ8rO?A4m zBChqmMB1rc@+g+ld(-kZmeH5vFYUh-;;IYAg;nGl)T;B=l4Yo&H=I(gpj@~D%@yuz zg>r^Wl;wmMivD|ud1iy(hW6YXHj=R~Y;z0;`HI|%?HD%pcL%u(yJL9e--p+HAOF07 z9aQl5VduiX*Z21K;g{2_T{7pg@Ji`r;pOCi2)`)N_on}C+megJOEdpt_@|Qp7`Co@ zD7?7*zlXM*S)q0Dt;RwAx3D+y-`KtXhd!t)Lyh$7kw6=g=ti}6xnKFlcb^y^Uax0& zEmj`H`0bO!uMYB?j{KcIs0sR>ZVa^>|4!TUe+_km|1~ro|1aja+{EU(AvB%*FKn<| zLvzk8;pw7>!ZX+>jmjXOEWS8wn(-e)<;4FUHZIa%R-wOa#f8S7$9)k^*RAwT@WH~zBzqHQ^shVArUmX5Rkneom3dl(y%zA5iz zXSp_&vJj4li|Z&KC5QH~Tkg?@aHsbE7;e&T6Z`+^#}L>3J5HX!$rxUD#(v98GS6N3 z6h@I!?j{SgO}_5?$v3_mdGv|M?gxB={lUiU8!`Srksl8DPrly@P>9;2<}Dny{vf^a zkiFGVOrM690{-U={^xZ5C!e`Q+;`^(PZyqnnJC3s`+qil4(4M47Ge?V68iT~=-)r4 ze_uO9Q<46CvRT_gi$4Cvj#+}GScc_TfmK+8t{K`d4zd3Zu>S_sfAsXI=g7A0-^Ko2 zYr;_qu*GD4F5cRlCQsU za@ZoS+Oyb7Zbz+ea0j^yHAndFhqWtUw{X_}=kK@Fcy{|d!=(Oy@1Y)N^Xb25|JO_7 z%=km?ne;aNZ`=QCeJj%GMjHEY*8V?0KWqOVq#wdx+W&{eRhNzlN643g`e(+NaFjlP z@7n)^!pHD$?Ee|;f9;HC#vdC0up`@68=5y8|FA)w=RYTK5+gW;QRM7aPvL(#{(()@ zhQ0Oj3LoI#8~-p-dif|o=H0wdL^gWg4V$$QZSbzzyu0JRe{qQs?-1>a?M=AI9);d% zD>}>bwY}H}gzQ+5A9_z2`?D-RbfXLX@>WLPN|Swq_J@2|+m5k+L$mnn&R5lHo}qC9 z)959rT%8-HlX35Y8RSfqV%Yy?lXEa1RV&Re?aMVcNS}akv?CUh!^RFQA{S!`mSP!} zV+GpNd7+S8g*8}Bn8p{y-eN zx5056QKN2aSg2mbX5lSpE@3y!P|wa*|0)~ncA1~2|Dk~&--sr20ur;e@lV%Jj>@{R zVXOab#}4emZq%S2U3~a%^x&`h|H|OD68`@TwuW>&$fWb6(23Y4pO8))lITXN+x@5A zBfWRf{X1qK{Q&xpxc}pRJK_FMS?fpKAsogL41TFBCx_Tt12K$a7=AW494F6>Urp+l0jp8go}}(_a9eIo>WevZWa3%4GDIldbKId{w14*8SpS{=NqWm}{SyVgyJGDlzQauJEn#W=zw%)jxg1q*-jdzZ zU=@80)}jpMs6gFj_rKl!qw$dYKkEL`Om8`04HU<0#Aa;4R&2)(>_Qhis{4TFe8_Vq z`}V0@5AyNZTyd|>R_V84Z}hbm@V~r|B$*QKBnKz3VWcxOOPd>6j|AF~L^smdhXdHa zW>}A5;{&4oa8TSK97bihB^)J(9&rBmZV7{vwEYVYzsR<{!@2`a;)IXkI8LB_*PO6| zJc5%LLF(w7kUTsmoTB$0GKU+Z^qgwnzdi3WMdp|nm}^eviK}+}L^2<>(kmbfQM28= z?#=PH}#h79`AdeHoL>^*A!J38n|q$K<3Yj=IUzReopdSv%~@AjP@@tvl%|9j8%$GoRg-V>UR&j|@M%Wp0DV|-lv@QLoP zNWJX;ZK#|je}~-AP4ALVyU}yP{QG0t1V*(DkQw2AGQ0lvBH#Z4?f)~h|I6D+r0AU` z>}~19`9EoCRaeXj`^cI#b3*NkIpF~PAP%7+DSvL1KX=KWBl71-*N35xj0Nz!<<>)- zKX-(F6eG&fff$ctIF1t-zMg+fj^GsP*va)p^8ZrlFOfcbD9(*(E|dNm>z+9#XAfHg z6H(cf8}i8l6r$_6`$x}a_wV}pTwi*F`$xZPZY`Ami`_rj?zoOq?jI?7=b*KU*3Gr< zh<>}f&HaDk)^K+GLy@#&+g&j^4bzdioDDz@&y)XOxi!qBw{JDynmn`qaBi4QPoISAP(U$&don4cb+oou90qm@*lB(ul2ZdW3RfX9Ub%}&aOXR&Hg(goui23Xa>mm z%xf@6Kf8a_G5T?|$hXZ%AnplzLflD=;1tf;H@@9b;hY-z232qC2fx!^UGxGJq6n4m zObW&1G?ZXE2KSh|LdNlbGs#lS#_&D9X>vXmU?H;Wf3qnT(HEniZIKaJc$+bx?=fX+0-y!{znr%vB*6t2U?IFufxWO^LJJ`KC>=AtRdH;9NG52 zCF*~iTmQMx^Dp-N$^X^(zd`d32DQZx)tUcym+!3AbGk1-R7iURHexfjU@JZfA#5jy zo6P@X1MHyhLLC3Mn~dZCYRG!T@qY=j4S#F=Uv~YuGCocPKb36a4=1+ranOP?|4pJB zY3#!R9K<1Xjq3mAFZb|;d+Yhc-F#zY=>5C-L?`usJ7(`ez7n$I2M*}}KEzid+xbw3 zrE>&FF@RLTnLhGCdapk2o>D&21K#Vk@^6l`i=6{~czPNCqfI~f0(Kz1cFE*$%>Ry~ z#`zo8x~~fB7d&gc!F|THEp=ZD+$Whp`>x61gkw))1gDTnJ3mJ0y~ms%IkoBl^dENq z6V8vmlh$CjFT+If`6xgkicpMcD8Y2hz)TE%m>){X!3p_cHd*I9^~J8U&~?smUG6n8 z$MYv!rcVxY95Wvaun_0+SGR9o_}utIc{`33jC;Doww*XeB<}UpI?eOP-V*ofS$0S> z>0Bx2>^!PpN*dX*{*`eoTz*(8T+@~xYO##I94pXpJYO4HerPgZB*AZOM#}(S*O;DF zey>z^#IgTt=y9A+)tBn^YrV5legOZzuSA|CdxU$*wT>%8*D?OX3Grl{%iBj!J0|0p zezH}3o4CDXoa@&?CWTXE+|Q@3NdDcY{Q!+)f!J+=4vs zH;xV3O5cth*o8PoD2@%bPKY*;Q#uSbh;>>EgsSzAF|8+Qrt~Gyz9J=Vt`X3|oQy4|g z8}0)W(XJlLCzD&1@0ZLEBDe%%V~`xV;v3)Sz%>UXkr1N#8y_P^bzZdNa* z9M@T9{NHYE_|ln)%1XA0JX(8zFElVNl!|L~EpctWtp7X7JB@W?tRr1#yw=%{X=h)| zA?G8mJFtLUh&YBnyDx#?7YQ#$W})jsb{r$QMBLzQ#u?0 zz(x$;m=~(|Y1^Q0!B%WX?NQf%SlLW(^n1go_Hp`d#5tACNFdI&tUKZPvmef`6V&8g zB#<4aH*uVo?0eCs`Sby6;e6!1eXYGvI-4r_bW^5=?D|WE>f#>tcW=^IUf}^`63T_`&O@ea&Ws-#6n_lIaRS-#LpkhxdZRL+;e`FU z=%>(fSlMvgeGMur$Wd`Qb@C7~5pAnv85@S)D^K>I>JH-v=GohujhVsO{kLX1rWCU=2lKH23o-n; zw6D}Z_<^~G!b8_9ugN7?ijBEb!ZLC>R-jtBzly9;57av68v0t4p}{pZqRI6p*680_ z%$7x6()#Zu`k!Z978=PW{Wb~xH_d24q5pojeZO3|0vnLI-hOLa%>UnRjy`&8E(?8W zbMy6!WR~fFCtHu3|Bk(*#tMv>|9{lncBCBFnKb{tUjIKDy7m9>)BlgeLH++l`v0-9 zBZQ64mGu+fH>Zle1zWKlUFG`!^Ys7cTYrG;%hCTo(fMaPKU!Dm|Hod(wWEWcbZx1H z`v0**8oRI?H5lyhyk9rh>P~w(-1cdx7ni{B=TpM)ha>u)d~@u&*Nd#nu)ElpBKPO_ zB)XACYNC6@K6>v7&jttR2hs1|Gs0=~p}Os|@Iv90;gH`B;|OXG8h?PJ^u`%y-pv4g z5G_UCjkxT(2IM~%7Fl<3YS^hCYS)RP@XI5G;nf2dg;%y;5Oxd{hF=^j2rr)~2;16b z=!3gZ-`jQJrIRzli=)%Et4l+R#-v^X4`*Xu8 z|6PN%7{13kQRLuzmxXe2=<~}$1-SwLuX1=Jxfxrq71d?-JRxh2Xg?jW4l{ihcH`_g ztfr*$J*|8vTN36tcy24=e^8GE+K@yy>ei^A)KLw`*awHs)LGwMAD}g+o7!~T!;r0;6OV)nl}?TF)!qK4j}UW{WHtKMe+ziD3Wh<=4pzI&c;i>%w~ z{*WF2pKyQO;%n5u^f=aWKstjshT}MalNiA%{MG%R4=dvl`&wJ2(T42&f6u8yy26>&Di(?|L*Bc|K@D0;T@*-SU67@EpuX<`MP& zA?-Rxyyp_{`G9xhnf5QsH8;>Z@~roYZ=b;q^ewa@Mei*3os{}c=ymc)y)v~yecnhm zrPa-3vv3O;{l10HmEG@i(xkA6zBr!yQ)4B_Z2v>P>&Rm#6tN2?p7ArXeh1sBb%6b` z{BQR^ES1JG#J0)hWO9zNOynxWHp(^RTJ*{*Jq7ZwywivN8u?dTncvD$nVYZuQC~g# zze0HEV`Uw=5t}jGWGn@_72B}`yAb<}20!QjtJ{ZO)Q%*s2K7i_y>^tiW^5db*e2YK zG=|@?9`O|ISI3Os6t4PMyTJ#O!U1}%xSA0*6}@o<+wSO?aEN{wu}!mCT%wGvhq@a6 zXOjQP4{dDYe-`L}N3*{17V`j-{&NIJF@QlF!*QHImwxnf^Xq3DS3ljjdSnioKY-S9 z{qGC(zc13)uCKmBpMG-MxBc(M;`q5Ir89z47)5HUV~p9)Y4qIV82^~w$XDKqJ%n2kA@kKrfsL;FT+B+wUP5f&rcejt7cy>}7& z4@>FG&`-}GjXu=P^!(AV$n#(3`ICtX{(l+&znlH1ooBiKt-va*!CI7|9Oud(zW(>x zp9+*eXg#R?4||U)YtTW@?hjF+|4I2%A&m{#i0Xs+VKZ4n)}G7{Tj*Pnkp~;t(~W3C z0?lZ_dSz~`)1O|&KMA>^>QnXIW5x;j-!AM%4eF6V8u{d)QSUw}fyJ%OsGA@pWS?-_ zyExbWqMmQV-r25Iec$0+Nu&m}{~zI3NUIpr5T9QOIUO@F{H*Ve9DK|gmE_Q;le6o8 z&Zf`7d@R61EJ7>`7Lzq(t?O7qUy5aD*zNw%ghajj+v@&Mw^X^02K7lJVxMvXv5&b0 zdH%Z`E3gXZ+Mm+)FBI-Nu6-Xpr}&@fqo>uU8T6yINd1SsgY1J*_1`h|-wE{}*?Cl) z__fl> z(tYi4U)U6zEHUmkS*`&_?c`rKFD8si`8|7ShiRN(oe8F7EY z^=#)2r{u4F#==OW>Vj`V^!-oJPogW&^LJc!p9KHun<;H%M&d-$mP9^!=kvv`k#}=CNTpxoO>K zs9ODXSV6DdVh$=+(X;ih`gRR{E&j6ouuNPzDp2|EH(^7Rmz)k8$>C3&|C7_!CK(t0 zANKyx^}cQKTd)<|u>9spfhnlUY!y$U( zmeZjDhv`Sq;y=wNTqBxBPlu!8+BbX?2FO9Ay1xm>$m2+g?^*Fp=w0(oI3auznfa~@ zeXCrj-$uj@w~mHW?Gm z-?+_x@4%h73wPrlba_YJ`JTV?^%i;l6HjYrKOHiqr_YQ(S>gGw@%+m@|1!^izUPk= zI#H(%sNW&KsTZ>K!(sJKImCKLF z(EH`})^7Em@?q~r_1_x#(Qiql{N9Om(#X!|T{tE@L2sX}&Lu1HEcz4DLUumze0A(n zWy%`k)|FMy`@MSAnD8RG4XTBg%MP*&ec1FK-~E=jZb@!L|JnUx!P;)kNOp5H00y=Zr?j$QoDGJdFIV*kTk(zqM<;64oB z@nyK5d;lvkwCBsPnjGYtJwiT)b$9~n5yu~V_xV?fJKKKoEWKA<+%scbc%J?u`rUJ; z$TKSNtk^NtTgQcM;qcpqI$HPZ_{m>R3X_B{K%IP2zri_nDF3!fv)lb6uJO@wWK6ioF_&NpF2|L) z8rR}_e1HCx=d654BO~AS%Xh5__uuCJ(XI^a*rjanK2qq!jnbHfTM(ahNArNUazX?xEj@`|$wc+6jHL`6Kz>qh}TO z{#+^k5%iQQOQ(+sUwd9pk607n@cE3_^TTStJ%*}T=KI~nKN{tq9^jwuF9I*cXarYp;16}AtZK-)A$IcIL(i;oh`^3p%KmBdA zwDHY_6FHs*`Hr~nwvW9l{2ty%hW%K{mi&Oe$@sLYcS87({t-ULC#Wm)e77p2C+eR; z(@bSEn$a@D|M?7`I_`6PiLVjbeAk$OF73zv?)-;k{QnaE|1@9H;PdcWO>%%r?9i@XK%aL&Kf=5?F!9k>gdRvJ^FF20+75AMVL zcmON08js*Hti$l->7hZAPPP~pi z@jqxnE4uQ(v;K?c**9JON9^OvuK%hGX&aFL$+$jfhyJ(Z8qeQ*>6{}hjltFO2{|-r za(FX_UGwnDYs}dd^Nk^h25j!a=%@Pt5JKz_`jO*;d*+bv40K6;O(=2UoTHPge5&OHlpE%*(1x;unh zgnxA;*EQ>Z9d10v2Ki4>L zk#Q`AA#u1MH04~tx4V|lZU3{H)8U!Ce+{=uBNMDKzxDI5sq}w@%Hn?w8}*_6!?Z8L zb6YZyavwTcgN!AsxKfLP(G%oXg7kR%slo^}VzgX> zdapZ2*@Ry7Aw5yqG*cOc)>HBy_O6QgPyOq>N&kuUWv4vR-klqsm(GjWhF6d(Vxt_$ z4X@MVSfw6RJ!_wWDf;hs%a3U`4*HPYe_}LO1A_O2+GS(I9{;OD&4%32z}IO+lW;4V z`5i6CgvscG46akhU$6bYOCEobed?Gl^x;iZ))j~SZdjzD)h2 z{~tU3_j7!SudzPgeYW`?5!zkrG5!Dgv3tl~eZ75T?Ay+e{Y&+~PuD+=y*c{-(SamV zdHVkc^nW{lu5>0~5-vdPF8$xjio-?pMrk!5+y1xOvpeA0kT`OgYrQO7;+XbbQ^OSU za-`-@4Ofy^BiUwLK!tGu;;t3G9vON+`W71}fI9bDzt}m@xI&s0(%$GCTiic+qyNmp zEtrSfa0l+hUC54q*y{e#n{fZeG^E#hw&+LesQcgN{?U#OB$4WN|EM+|;BM*MgZpql zYV+Lx$YtRHdLzAI_GMuueKlHyn~^AVt;o)QDeyjUt@rbYV;;jgRI(W}+Et#QXU9+6 ztuBo5coxs&MQlU+!C3$M?$uSV2=7En-0S2X^iGry_Q_jCzWV~Uy>Nycx@StL^ZVdB z-wxS|4h#o#qhmb#wT~QnY)p7F#?QJm>?hyGJ7`iLB^Jx?XptxDf@#AW8ZZ2 zzu$G-dw3sD`-VRt*Qd41C#1btUR>&0mb)fo*CQ9#gI;tTa!*J28w30evb9)wK<*W8 zCx@a?k#}hi(UzmVNh-(;MKwgBncJU?T z6x3|hZ?Z-HU%)mJz7lcmq88yMGU5KN7I!VK$BmeUTQCp9D~)4u|AX5u3%3amO}Q-G zLEeeGa5rLm$vx!#sJt^bJV0jGkK}`_q{lf)Jy=bD1pS_025EIjYy*sQ_dao7_xbHH ztV6B(G45Ue1U=53Z@}60KU&nQu?;=D{(QOi=~LF=!_!;%*DJ<*`SRUz{xvG;&*FLX zOyi%UuY`ZD-#1gB{zu(z{y!Sfh$i)JBB72YV_o~A|8B!8*ooJ%2X$yd*Fycy=vgX# z^wIx~|6kAlPrE*Kea8;|KT_rVe^j#pTBXww(?TC=XSjd7NpD=^{;{9_Hd>aseIir>ECpbcQBhDKGQQV@a%DReVV$3`d`$S z*?oFE*QN?-?_mFLX8&)<3GYhdJ-m+(@F70J$M^(Y%9w8Spcj2djL#cjCzAb#xWH}f zfA4v(^xDy}*!AJ8|5-iY8<)=K_!3_uuHjL`77I!DUm-7+jS0E*3250auOi|5jo1i^S3HIu=XLib-6y^3e$V%wvEgpN-GiZd+APV~4}U)y_y2x?T#40q1dm}Ioi%u)0R5ml#l?9)8|G+F#_Pg+kohP-)RCE!S!`8kp^`R^6x70jO;z7+l%8G1kZ78`?)YR89^@)#2^ z3ANIz;a6WkZ_IOVvnPj(=$D{HxETpHY!l*~?t1ME4cay0T6@{{jZw#pxc@oo%h7Mg z11Li)^*3kM@p+}Q$@tK!oz_oeV|5S6f1YtK`nI33u`*<|v04|%e~aWlvVEESN5(Z? z;~G(&BjOfJ4wp;sN?eU=k#f&T@z>LP<=GzPz>V}-=ogM_3#ZAxtvTTqan(7K!#wgf z)VkL@$U9LZzTtp&g+n>vF5$b;EF9Z_v+E3zb?U2nbyNe{xQks%Po&SZv9+ip@A04e za6cZvO032scnn?o{r~#F8OI*JNJigy8#y$AokGTa2X>O1v{zNFX0y{%70$7M9Zv6!WeDo%O*pr| z;WT#4boKu&eC!Xbi}${D@*Xf>#W5Y|LLcJ#KN-A9-;d!hLwK8fC+e#whj+>MP? zG$}XK9MbMD`~hl5*yQ9#h;yqO5c}R^AN<*Jw98nFZuD3Wpf|1wKu;rc%31+vt+BR% zH9Gc^?P+TY(388&yV#x|I{jX^-1mzHG@=O!G@}I{JNGB}6rba}HssPLU=l7sSC0A@J;mzZLiO)V^)E8r>UXrR z)&7pX_}=<^{Qu4c;^y$vrE>|U;ButYiE)hjmGoY9b`P$mUyJXpzt2XvUR*Uh0%9QPP%7v_X@>K2dr*hi|JOve zq61y%!|*ot-ukiOP5OSkjdzgs7o&et7{a^4gL}q>_sF3;_^xCF8@&;A@^QU9+q_j9 z3!3POHSBtQP9Hk1YJz$EQ^tmm=pW+~e2Sh8>;rV2R1P7t*>gu9(%3t~E<5Et3>rU& z)PQnl9}}KT9`W1ZG2wIRe2K3Sx_p1fyaV|;m)`4{^3Lls z{vuTG(&t9TJ&+qJkJH)0lU!8{Cq?tYr)u>W(y zZNfvJvNxyu_KH1E=Gh(M+I<6ek$2-B+=tX*_qM{fMeiN8HjZcT0DUF;yQSIY*|_&; zE7sMRf1kWHG^EYHCz}$thVSk_f2aSfMmGO{Iwm|qe+=vJ1iI`a-;JJw=HH{w9Q!mf z^nRS%e}2BX_UI@zw|i@;^KlY*>9V7C; zJewjr{jYt|t>HuIe1wnj2~ries=saxpVE7`OB&v;&l~L+EiH(zDWtV}G9~Uqq^8OxQ-gf~5E!b#@&4o4G$vo2zF)@0ZW}lG;M( zaqqdf|Hkl6ZGrUc_(x;J_QYc^%GLJjn?x%*5Zgn#$RW?Nk9-sR@iyMUyLb=pV_3eA z_aF2B2f{;l<%AE(kMJ=*LG^KcqvYrK5?|wNe@y6+e^#+O_yf8035a7Fo5h`-zgRb0 z{g3QAJqy(T(YGa=7pecrozi>yARm7p-(EdBNg5ZRiVw2sbI<*__I-SB{GV`UsrrA3 z`d|ItmZyI}UEEG~6sz0GRL-~K|JWNBN$(O&!R1IDaLf_)KfTxQG3~4A*P>rIb5#5N zVeR+i_2Q~Gs{hGZsNJCcC+DGNtNTi`Yy5tj@EvI0<-UZQ$i#O2=QG^@GRLj@i}8jtA`N}+c96PYy|0#AA&2znqNa!SDlomt5DZEWc9R#&CbQn!FaZ?97^jIpHSy+3`O&)8``Y z{m|^Ugkze>x+C`g8?eS-KK~(y|A5%H-HaA|;@&cR-5>bx?Wo?J6MmI9DeNwq6kaz+ zyo;~hUBXY-2j6>~Uw(>TjtspYt^C-wMg0F|{Qo8Ve|oZ%|38QS?>{eWyfXYyx|9)GuGx*&pDYbK zPRtCiEWSRxy!`s`i|#pL``|5M+woh%ONFz;Kb6l4TaV5PFV39Jjw%Vy9Gn$?F0IE= zH8Lw~Dwq>0XU`5Bx6Tg#FnvyVuKbqpl;57gKjvK@Uf6e|`eJ6-(l*n6ZKdI*qc?_4 zetQnTsF@gEJ~}CE+dUy{uh1VjUw`0|{P2R`Uc$?G6+4fI@EWt_utR^%^5W2Oa8*c-tPIuCdIPOT z3PaoGLj7GAh4!PXLZi4Aw4)Qf=*L_5HP-u{&#v$D8{yw#P+L=+hdp$;brV8v*tBPC z_`Ueyos+{K$UkBTf5M+JjL*=%DnEQdCiD2G)AGYt^lvb>PyXkt#At}t zX%DKaoin{e8FNb6LT1ob#)n3`_pp~tmY!LcuhaihGxI}r$)s>;OsjHym>T6J<3sHl zdxI>T6s{0%Oip5dP6}7iuR+Vmq|m%^5+89=XsVeMt`is6CAfjS332V@o5{III)9Jy zCyukZUHFH{3kuX#hb5iMv(SGoF^ZPIf<`@>=F z52v(0AhU!0v7P-qGO5rSACx%I~R&8)ea$@s-S<@^X{dm*e%Ht|EKp> zNV{x&c#HmP^h-DHEtp>BT=b2v;Z^_@GwqShtJ^2UJEZ46wQ~Sg0@!^lcLufv7 zreEXi{JKAh`!j~|8NR?*_*u+5WZgl}2My}{#yOr38RzXa7kNH~`Yzmm8}?3gFUZj?c~yIHcZDPxKC`hsd;WhKzg3j7^92<8dC&$AuW$b6&WZ9Bj%p{#>2Ee_Xg! zcq*>KHMkBpp#4x@h;x57EN2I^e{T|(5|_ly^j`f7J*axy^Sx8O9KVh3JpJcqzLo0y zyfD{sKfvwyA!^0d;79bvVr}gBF+H9u@y{JdVmKW5QG9GuVXK2A?e-i$i!$IF7-8 zfgIEi_%c~7zrRXWeeC|8C=RdDYYVl%m)R$k-Z-0GGjmLMBkE`wk?)XjOk4xKMO-^N z(Tje(h2eMY{kMO7c74FXoyG^S(}u$M@N2*Q2EWDc5Z842Jz2TGIAq?O68=DsYkws1 zM|$iNifd2}(f@?3|5)l9V59W$3+ra;|3(8E(KKJ*@1Q`Dz4e6tZ++Q&(SAVxcboq2wEpj;{_pzB z!WGh}7XF5O3AKkV3u80BNz~A@>k^d4{Rj9Pe5U5LuB*azmYnGWZ{IpKoafl{aUm{7 zs@oiYegBuzd)F8PfT{E=5U(kNw75Rh&2j(kxnZgMUo72n>7v7KlpR{raHdqo#Vsf^r!Gl zj6>ZHHuyf@C>qg(xG%@q_4S@}%nNu4FC(`9y-L1@YIGgocOR0^$ld|@ik?;&!iCkOdrm@EDV#MMSbN|6K(hph<;dm_n7d7_+&l*r#vToMbFOv-=hp%p!{7b z&n=YqaCUyyH;x(G?|a92I3E|{VqA&_d82WQbutpZQ+l&+qXkXAx5TJ?B@eZub(ef5 zF16Hmg$^XqQ{lTjRvfy@eW%Eb8p9;qN2W)LL)|gsuk`gcj2eGMHl0wmma1RW9WCUL z>znF2uE15e2G`*R+=Q+H_3sHj>M{QB7Cz|?z9};F{*CIVMe3);>LJ=XjC zeP0{(@8ie*Q>Be>(?z}^b#X8HkVXdmsGFvKo$eg&x3N^3^QFDeIov}Fej<%~@l*T^ z58@#_j7QP6M*E-q-Xp*FlG*k54tu}I&i_B|{;~Iz`$q>oiR}2#CH%C*Fx|74lPTZs3Nxas$X5b6LFX3gpiq}w$H_(U{w4)Qf_-_ACzi{Px zcCx;mxW{Z9|C3#R?(VVS*M9pAev98BbLFJ)dvb7pUibq!bR(N4O8g0bM*9lskV!J7 zz3nsl7x)T2C*f{&618$A!2Um!fWic0n|t5lu*-87(-s zzu;132|5;e|MC1q$`^D^S3aRQ~E!b2D2gr~@7unEtheb62bIwp!*9voA!S~{@5w*lyZitB zQFsWMa@U1Eq)|8B{i8uU#ku|e);h;3*M&d%&z~`j&+rAl!Z#SZPyTn$-L9j@z4W5* zxcf(Dm+RlI{iDeJW3RY&bT}r76ulE0ib8e_U-bcN8BVtz&Y{U+ymZe)+z0S2`Qv0$<`g1o44_!Yw+)U2J4{$qvh##T)(3tRJvSwgR z_z8J0YQ_DO{28+ODB2cj`35cWRLn>9Nj~T*{(p{qHqq~7Q<2}<%yEr@*#G{Z|38F> z@hG0&rOw5AbSp>V8iKKGiE9X^(T9G-GNx^s_P>SN|Fi+_MRL0KKXILG?-b(N7>#-I z!2#DoZ>G28Ya1)pMn?YJ`5wnp*o4fNx#2nT1-yi_`zm%hzPr%#9rb*VdA?+NM8D4x zeLTyI1DUTMh)k90_nH0eIFLE|cHiL}u@7FB79TLYO1_5b7~b#wUdsn~Z*q7;c<655 zC^^WkYl-32>O9Y?o!*IFREBlhUgiG**Ae3m`vwl>gtzFwMt_@YJm}i?xkj@3XkK_m z{BQ7E{0_Bw>fhpV;rH~$0`*M(xbO%1AJMW_Jv31r$;XU)$PS77uKoEZ;Xh*-pP@>5 z82A7Cg8mi0!Px&xd5`l@XRKd+8$TJ1$oj>3#{cE>lgaZPb0IFqrI?BAhsnmT}<+ z^xM(TcF7=(KF9q~Ty+Keg#0mT_puqsdr@=5vpdMHAb%>HS*`80TV0OqI1BRs&;B15 zdUijP&V$&rPM%f<|L^Yq@sPA0#-kX%RvYw3>=F9ocnWb{`e(?&_l<`opNqOatQX>M zUweKt$Ap*YFXI={Hy~5f<+EvH!fW*2L)ySlO@9OZ^bFGIL!-DBw4-`dz9ef-=s!QE z-HhIkx9~UDAIazY6ly;!4&m31`wf1J%-v6f-;-5uJ`pxuIX3)({znYqPxv#2QJ0K; z5c)*(jsGB<5c7Su9GI=%tg8s0IqnO5g>NwSE#EKBL)Q%X{=k_$_E*>cUnJiz`L_Re zx_mFqWQlSBorUK1Y12PnIzzL@hYQJzk-6uIa49(zRqI`U#}nZS`c=3F*J1dPap4AX zy?c*!NSuRS8J-G5_m2xViI4Wj&GER$LYPb5jvwMj_%VKhdr_VDWcZzX`T_l?_!(;R zpA0p4kltAEq;mPm@DTlBv@CxzG*>*S{pCr|>dEk^xc2%d!_Udbk)l6EK7%B^XW>)Y z1)d6Q=dbG?cr4G|>}i-mZ+_;`{R+f9rq0!|(A2{1HR=6T0ese~4{7ah>tLa%DR*^tjG= z>!|PVknhho+Me+Jb^HF1qIcGaJ6RF_ES+I|hA)shUJ;Um72zv-??m}`_L%Suee8bu zu|obuy8KKV_IPpC$%=3uc|K|r72!hiV${@Bga*gP{pT(fo{DB^wII9h$DA?docexG z_;3z(!ccHXzfB*al?(DdRs%<^TEYfTgZ;vFmbQ2{fl&r?Mf_ zG(P;u|9_01;9mR`Kf{CQTI~5R_57E6{>YB+F82K8?f!|L|DibFfbB7$o+dkl4@|iRr#-sQ-9>-I72Ahz%#k?Q3-0*u(hUbKma8_<;8Bw+gC){%r`Si5a;h9~l!WE8v2~~-e zVbk`<^na}k8}Sc`$HH@MkA;{0_A37I#3SK_?G@qqEo;M;;z#s~Ab>JMwrxg_jeK1JL9 zC81;FlF%>BxA1HH2EWDc@O%6Lf5Z@42iXVMJA;2-!atv*?k7{ion%+B_KhSPAgz6a zjC=m3x3d9uY2P4!MJV)`i{lKS}e?7{+I)+sD2^0~!a|H^x$A*EgtV-|QZ5 zKH#eG((F~?#e$V#YhqRSMP6BWdDu+&i=%eY?+$1E{N)|8TDT@sw{9&Bx_G+~7Yq;bzRm z4{$qvh##SArul#9K`;6?$lo}-9#HEp`ER-W=eO+oTLtnTV&8u!suzw8KbFo-VwuykyAkp2*2pMNtF$FxNtyZ*o`8Zjrp0_ret+{4 zKIX#7;Zgtju6_S|;XmMy$gcl8!v7uR|B}56`PEDL)yUBM=kxz(^MCXCzj^#$zHP@5 z{_g<)m+Ta-t~c&lT4V7i{28@=uQ_UMeR|_Tey{Y;?0==rr^vOr<^(r&-b4TaWO8%R9u0p za1FXnxqtL*asM0m|447<|F`j-k=_5`r29uZIu5&kq|k}#5ZkX4L_jYj+R3Ak3@<4$NDwu&xyW2_R0_a{v%Yr;vKWme?qUCr`$J=^j`W;@iRP# zhww1!w#a|m*mIFbYG*NT{pLy{sv;7LU#Q=vJZ{osvX}# zwj-|n(@FNCrqF#&bYJKf&b%(~9`y~O2?-3g>KmKq8+^w+fGOIz*hy#CfBbd)kM#$C zL;e=O!|xHtK@49K!XM~W^VlE8DEyJ$u1p&ulVl2iqW>Ag$hN~Qkmu&hd&r<4pZVnv03lBXuIb29yj7u>U)ibn_Oc)=opkIY+5cgoL!FBYr z<9}|V-;D3A|HCe<8_@oLLi_(Q?f;|7bTT2_Ovd$p-f~S(YgdnR{MHYS4>w3-E~+l! z*K6DCI;4I)qJBj0F?G%8xAo&zbq>z0|Fcy6igWAFJFattUoEZM@k9IwKgLgRZ`7T; zF0KCDp#DT7nvmG6ec+_}^MwBWUFz=|^>>0Vx`=1eVn>*Lf@E{&SN?Z~T)6ecd{3!kB=d+`zE{hrebXx5yy8?}G1o#Ht7K6-k~nK9n|ZN|NqvHvUB|Bh>CV|R=i8&0Osc|@E#x=}h+ zeE&_i$Q$&OIx~rOdT+P7wN0L)$MMts)8xO|^7u^okL(p+y;lAr-$LzCeR1S(5XYi4 zj7Wb}pPcaT&|KjhE95^iQKoI*_0~zJaeD|2yX-M`*x3KHIRLJ$8JUlaJ@UUl;Ex!> zpYUf4qq|%i$XfS)kPS}8wRids%Uizf*ay?r?HPCu?as3o$)%pbV)wq#Gax^c#uxYs z-(X04+t{~#>L2EY@#L_6j`PU#aWU4<@IDHZx42X|j`f>LR=sU~|NDx=74(#M7;XHk z=)JRD*UX%74gEUwyS{i`X~*>825~pxW(+HX=8`|a?J>+Q=nvP2!LPM53CHn&KO$rM z-;ZN>rM4#WUQ|oB^4a1L*Z%*h@Xt`YDOX4UW z<53TBj6)d0As%9*LukT5M1nL06d)oZA|fIpmQ~dKEvWnLEg8ZP8fZcj+R%h1H5HoB z$dnAy$`Isy*NZTAdd_G5IDh;;&$HIvd+ojUUbko6cE7OJ@n!ahiF?GXrx&_c0soEk z(x*N96aB(wdOlJUJ$sA;VqA*WS^wjGl$6VV(ooqB?})58>m6Zh3?p8LD%7C~t=NhB z9r7O<(S&BSAdOa3-fP_nwxbHws6j32uv-{=aR7(#0gmE0+7Z)QECWu`V;z5*>_A>M z+w>0h`;+Pr?q$E%m;8LE@Cm)PtMrG9^rl@``bIC)lY2ZjcN$mMe{|uOudeDwc1P^9 z?@9JXT+3F{N!~wpq}YZJId?oB!vtJQpDmrjB<}hG@4s9eN%Lny zGua|tT}@w=7rg)d-oH3kIbQ8}jq_{CI`?TeFJg*t+I}rxs>?I~-}P>%@$0z1Uzi?` z-O(@1B-_7Y4<7w#v*~j&AF}1P|NY=Z*h$}wy~xvlQh3a`@)2!* z?o9oENk7SVv%>Pk=-Kmr+Ge{*5Je2ZgyuSe_|OpXyi_{&B8f;}Q1jDdjVFcl1PW6!I%@|GxCn6<690 z{pbUbnk8=hVjH4t&FAa?hRXi~<^LS-ge>Q-AX6KZ;jS5iVHkl-eO#mbmzG9x*RRq4 zF#dUrUId?oB!vw^CzZ75+y>yni%}^)Mry?~{-0l^} zC&l$?^#i}@n2Fhl|Gk+@w%>0aDY+0!(D9yhOs>Rgti^h4#Af6pt|7|2pOM~AP6%81 zl_G`A__w;ej-Iwww~1`UPVB~B9Ka!bfTK8$*fuCuE?g@g=;cpq$168dsN5lcV>_x) zEuYuyk-z2pI$RqcIi`F#tb9-wwD^8$->;QycaM`ejf`zgp2H`&h|5UsmFCb5E)Q+` z;JVY}|N1ifrd@Yq=*gWXdy{bw>6nSxn2UP0 zeghhxW@qE-xO$px-P()&f1dr%e&0@3&9Fb9z4vPD6}J z^vwVNhFd2RA zCvIo${r|MMkrfx%|1-p&&0exW{87esFK-e50_PlIU(2JJ^&yM21%z3O6sk~%|Ly#r zV)4iJ2Jzp<{&$ZWT%G?@)kD95a9XhwyAjt$)O0epf!^f#8gYPr2(6Rj+zNdRPwH#n z{{g>z@jOZ%N8voSEO`c^*YO*#CRf^T)K)59<@ok-rAY zUqj_D@|choOp|F2^IFO{b^unAVM4O-X;HEe|i%D>6R;M>gq zLlvqK_vWuXs4PIPdU%ogcrjVUj_)bVng+*{V--as*`GP=PqK6qyL1)1lzp3-f4~1rVYX`y;1E8* z|7?Hh|KP5lsQyRejQ{ogy2=*w--Nk+Df{0!)pOMO3)KH)-P7uC$Bzpqou>^+o=?zsa&k^@Td8ik>9Tq1Ll}LS94-JabNDZF zC-=M0IBkhXv?(6dP9ck)6#rcWjVwhF};*pfLN&{EJca z($SvH`xrwXi&R(7*2y!HWxe#D@cUx_>;v2nVLYzR|D8Zz`mp~+{eEm%_Pu+;^55wX zc83KT+B!PuK%C&fA2NlUN}pz94nF8 z5Bw4Rg7l`PSIU;P^!51T`M(?a<#*Os7$suex0NhK{D4{#L65%=zCCr{#ZbmJU8!9`rg>NS0hhiWVMW^Mbv6q0`%^S|^+ zc0+gc#D+(@hc|Y04;$xo3vYJ)a@aKP`ta8IZejBUdsFu564pH3JG^qLZ&*8{cX)Mw z@38J*&+yvQJ;Qo+_Urq5hR57%Cte(Udsvxsdw6Nvx5KJl-wrRYv(D|v@X*^m`eJea zTf-9MHQW}K_PQ-BYq>2f-*S8C=hy(ex#(`=e0PVpj@_ME%d|-QFRq;!_4rD-GX8gy@jq+b;`raGn?lVF<9~<09`arbVT5oq>(}(FjG~Xh zSlovP@DPel+#QN9-L0SM?oc|^o&qE7Ent6w3NmGng7MCI3==R3Q!o|NFdg-0?0>Ly zY-n6GR{z^r{cmGK%c`;3C}Z{i+y7wV*su-TomX|j{s))re?Zov?l8XvcZZq6nT@%a zk6L>k)L9rS}Bdk_>Q-5I}$q75@yV1&>9-Slp?nUn9mtSDLW?oh}Krd{`35UoJP*5XY zo5btMoN$!;I4TxgiB}m}J|`!%^E-*E3(0VrjBS$+@*LuSggzlJqDdLkh!!-X6>(4P z%Z?=vC~M6_$O~B^{y($}cbtFIjqE70FF9<3fml{#>?`^?3BEJUq))~ExQ z(3_r6x2o$h{~wT#TPG@OXQ*S*Jj?p`N3DTYhi2Bl-)sH*z53r>w-N=;EqTOq57ht8 zy%rUNJ-4vqoceNl(H!v;kCIK!Bd@i8wmA>$U9%CJk&mq?MG94@FIWFRqK&1!)ijw+ zN5+49rODXWTY1p?!FK0Wd1uuv;zrh@&i$%-k-}+0D|VuGxN|yxDeR8^j>mud?xi0< ztM`$fC;qd@ypiSSXP2Z$`ZtlbWK$_m#S^vO6_6N433f0>DH4E4mWS#4J3Zpmrq959yVMCCy zA7l{O@ebR89EK4Xg)tb5`|toBLORPDV{L@-^qM)w{}#w|^a+@RMz&4-cS-Yu$`GWD ziL{>g{}FA0wwtW)`;|6<@&85Vl@plan)uE#@qg;ZFpYaUW@0vC8=~U|?MHciF86#a z#1a&qHU4)&e+@m_bR}3xUyal}`Cs{5zRSBt#{QqjPTayyL|Fm5u>5oTH@kb7>YBA! zkB!)jd~8K2>SwY4adn)%xd+=E>8|YmPVE0D{U2b4{{xU!^FIGSz@zMc)FCB|xPN~Y zS%=!e>|yep?_EQ0EYPn|E-ZdKk&gNrwttQL6kCt*w0ZMGm9NU!+-&{n&MBN>{2Y7f zrKkJ@u+91adK|w>9cK6QD?g(j;4J&UnEj8E2JuJPVevmE{$y%DTl=X*ION*QK3vko z2lS&jj&{_~)BlIef0lO1|HtJ29rFKK`5&464_C4Omx|+q`u`@f%}`6PLtGPaQaGp4 zfpe&x%>KtG^ri>B1K;N&{W9Xeo6=}O+ygOr(D#^Q%>daAg?)?_lRZ&DFUb+F8^0WS zbN5BX5&fEodmomQMZ@*4p#-HUTPOc*lK;rms$}TrngJMuAsB`c7=2>nUq88r`V}%vdd;0sy@BqETUQ-W|nel}p z_doq z2hZj=7xS?YOVD0z?+&u&{2Tj!o$`Bw@>_jWs%|PH+9$(?EEy@nyvm2=KrVt@4Wn>_Hz(UZ}de!6soV{ z{<~>?FIVmV0sQZC|39|>mwnz~kz-!Rois zo)2kyYk&3Esz0j#8^qr`xcYyAVZs=JQ5b`!~G{k=wUfX|J zT|b@QOw7hy%*R43!E#(%zuw3Cb?(*3W9z0XjX%+g4yu2p#}f5ODaz!Fa#YY$*yxb4Odfa-#f??Puiw6Y~Ehd6TR~+>g6zi|d55 z{1@u_+iwo7^x6jJY_qnP-Xy$6?56Lo>L2Z>$~opIEHFR8vs8Jm z>T%{LJYs$VS?9be&$m!`OJbN^|w|@JQcgbCa`0s+$e((99_e>TIHUD6^F`8AzD3+T0vdQ>2S%FlI zI>9wfXvI$K#$Fu2A=E!%{2PsELNi*BMk^`}SZymXKDI^r#I^D7HNwUh=NEk-yrVdd zJo{#+&BI@on`Ql$Ji_lZ(%Q!zEP@9N!h^=}1IcuZJ3aTLeVj*~cz4qV&+Z-xGETwDK7 zZ$+hgY}<|Mzs~BvQ|iA9>Oa)d>)ISIW?!-+x9iid+QYs)!oEZ;y>5s81F`{)gZ~%x zH@|b9p*^NW@**xHd009`Hx#KmixL0fQ;M<+#tu#xLoh!eg{n@*a-G)`z0nt${)Zl4 z3jOF!WTWRFKp%wG1==NOL9;kz_Kh2-|G~SDbMIsS!w}~UL&4+j`=E9enV09gqhhr8 zip)L(WRdq%jM&FtiZWr9`%V=#zESz-!t zPsTYuney+jIdI3!KOn1=HJSBiqt#D?*&k>ceP!j6O{B(kE4uUj*4x{M^v6rzMWCNkyXn4YI=<_w052H zt;P8N3gsgj`8DzT!@4A{fFXK&VDa2j=+D}J2!^qx7nZjM(?V#Jew`= zl4->Km)o9`uAJANB|VW|g9G&+#?>l-usjdV2Y z8~6bp)<0ms+V;1;6wW#R3DO_gUyY1*$7M3J|Np}`gyi3Q$4|5W^`&&7U!DKkjouyc zpYoag|Mn;cv_JA)yO=$^h>e_kuzTp~oZje*ekjW6ZvF)un*Cn7fXz&nv*#V8_;-x9e<47zKh+yNB=+zJDx3HwZD59;68&e1jA6v zuLdLNP0nrH(LIc!k3syWK$<&-(d>E0^2=Z0T=BS%UPym{d)*M;n~#Oa)W0{&|KBu!|3~HkMZb5n;mOrli}k3Iw>OfTk&msYo#-Bq ziVwZ%5oH5X^eVItmUjC~!y~2T9P4;HeIwMx^N`;|pA=aj-xjVjuZ+GMdr`7TK1bPE z`TBxBq%-pQ3FB^0d^xbbpecV^Wy0c#m zubtJ7nsZBd6>AE<;U8$<2Ngj_9C(-fo>EvlL&Q*Mu z-MmG*e`kaJ6J}_`Xyk-kSy$UF(V)DIC zpC$+JYyaVw!yvNl;~T;dau`Nn6sq>0PHrD}I=QXW?~|2J|4VWVzqo#&W@1OOy3>cr z^bPEaX5;+1okRO|)_geLcE9x=WIH<~efyWf1N4XDb-&PtAs<8f;|s}-Kj>3Z{!ZYY zgejPYxV9<&<7_&;DM$G}^7Hk7-_8oH7kvM-zJD*}JC=A)=P=W`vyrRschNCx$H=MN zMJuciSZ95}ChG&pvQ^dxoV7jxDO9epzn?l{`xg8A;oAOs>b*L3VLckqc;*Z11KQM~ zC$taP#`z=F4em1^c{i93Ocp+>A7!9@3FxH@+ z6I!toyV0P|u8;RP=w9N}azVS`thkA98rwGM13_G8u-$v8>8}ms8SBWn&S0-F4&cQe zy~4`!Ug4#ho5HHmJ;KWkJ;LgdJ@o%xPA>nQ_G@u=Sc1G6*_3(jPV+Cd7O(^z^m9l(;oJKr<@3D%9-YG{{4U}$s>UTk z^4H$`LG>rP(7T~K;=jY1(7a9CBG$7t%9>*R&%Sl>MBiB1k||%L$?|OFOIPJfC-Z?^ z+Z%n+4+Ag=Lof{WL#_Wi!N$%$H$g4p z9w7PJ5+j5&3S%%9h58!`@BqD3KSunA*F*I2i2v@3|L`k6t1aSQU+jN+%<*L({UN#h zxl73j^hub4shEc8n2Fh#i}{G{hqk-3Li<}sI);jQ;*aDJwgkGNJ9?rw`l27|Pl-PoFNi;y*NOio@h4kX zeU_~3D*o8sNBmJuuR*PMRM*C@{Ig{Iw`csPVlFvIn6-PHv*WYm5PH*oVIwpD$@qOM zJ&hJLW0-UDPkojgL5@PeKlQ0GKu4yP&#}vrlGuZTV-AKA)Xxkvs(X8pS| zp<2GLX_5cPI@iUu!&8Mb4bw3bwft%@o8Ck=VlI6?TIYGDS)Y%?cV$cP%YRTkMlMGo zeI>aX1@yS~y%fv7s}2#DxTknZ8Ibw!;JwP9HR8X)d3&6PtIHPxHjN}_VYHs za523~xOHek$5WS+d1de1KYh@jswP z>2Xhz#;%EQoZgQ35AgI3&qy{O*8W#ttmS_ar_q5zeg%g+hja8&Hg3rt*d_FaG~4eY^JfE5;Md$Db>#`KVu`eX~K`zeO7W%@e&_qnUA<;U@KXQXlGpAmmVPoL4A|)`ib`M zr=O!Q`wsg(sKdwUKN$Lj@eO*M-&`cTVw8B+(xt-p?B!&p{HyT{W%e`|PWs2}ZE}D# zewj=jRWG3a3Hcva-*Yp)1#ymlD>D0k6o~&8@kcd1)4!nHsYBaOtzQvN+-Ipf*%Q6d z7yXdu-{1qtK^THz7=ezj=o2ExU@Y##1895Ay{%(zf6BTL?nOE3mBH+zyR{*+*$@0C zVA-#&BS6*C8$-MJJjQPlrl6Kz&AJ=IRC-gJzK<2=AJC_x^_0Ea`L&$4mpiJ~d^ybI zKO1u~AGOB$;~f8m^rjQ+_le!Z68dtqo?^f2YiJ>xjlZ`Q8Dr(&p5?#Ny_S zwf+Cjn47=Oyn#)h@Be2Ue_NaJ{}XJrOXmNRHO{Fe>yDUzZ|uH!h5iTiMXCFgHRz*7 zh4x!Y`FzqnPNM_o@Ch#BGLpY>e|1K~Wa*D=iurnu^tV77Amdt-%5wb=HR>N!E!F=Z zKAHVz9Itb{s)u&EaJr#8dZJc-s2QFJz3EM}}F#>@js#e+x>^n z7+aG5mzih3{C0cJ3Om{cai75P^rofakH_c}&`M9EW!;ssZW6yKn2KqbjyC}=TTzM>I^MAVz*Eu_ zJzqJN_Y3O^%oAL04q_d@tN;ILqQ`#^m!Ort6Y<}}6^Q>Hj(ac_%~1cTZ%R;#%=mw2 zwl7lZ%3SvHBEO>={@XhRH|pUIcK|bs>tdb zbu(G3Po*x~Uirc}isNWUn|_d!QGd8|I8AooT$CSagOC?-8OdYHUsOGPr4N3QzV|p5 z+l^oCF82_x?)0WDp3QUQ{YY9;KD2VjK7bbE4b5bJv3=K^mziJqust;Cnf(vTtskVv zf9I5_Z~M^)ApR4mVxIbUmUl%C;#Z}PA3_d8?J8rm<8UL_;Ihr`&{z?9>RD$h6$L2Daho1?Tu^uf64nTPs;!Db}LzVQ2xhu zRH1s-=lP$E`%e|>o1ZG2X(*siC-VzBhneJTRH(D!UY%tMK4N=zE7@*6a4DHW73$E0^zHVmCU;^t z_Tm6Kj7=UQt4EPZqT!#n4?1~1l+E%UlyMbvycgwSWgqPuWnA1_wCard z{k*c{lJ*T*$6bF|`{Axw6NFjYcIBK&^roT0?te>|LZ6CO?lfA^ zjAiC##Pl`IvFVtJj+br@v&p%bkM<9H#cERzpypxNO4!79A!xHs}h$gvJSPEya%!sH5WYl5pL|{-i>sN_p-&aH;4m@ zHhKR&ynmFUY^3);+WQ~u{Uh^#n6C1d@@=o{4IZuNZSp@d{~sn>kVY#i zCwl+bF03k4=XkgMy?@kY-xBgSWQXIzSyrU}xLcl~7dF^Oq9r?=q?c~W*7utoPSZP( zI+3maD_cKlw*If|aE@P5s8DY5~L#rg-eFPfDFEwNpJ)^+9;xW^C-!w7Wz=$0^w9D}iF&(q!@+dk5sCUXZW z?}qvwrvCkru~K?rjsC-><|WcgH?TdNvqV0c!kt>+*%8Z-xR?1Y}a50HoO0gmE0+Hn%6qplCAgKX1Y z>Ub$96b;n=@r;@EkLulP`~S}o|4p9Rx##c+F5)thzm=BJ4fW#D;927y!A)fIB4Yq6 z^!+z@epGtKZQ`)qd9j^P?b&N~iT{4_Cac7?yKs7k8{wE-Xy+_{q+I=#5en` z_Dd&WXS)Z#=E0x;|L=l+igD8AWb+R^#~{}YK>@wwN#9jmmOW)o>krK+zH>vSZ*BzlDAXSIFDr5^qHW)Z7JkiWMH-t2cMfmg+c#`_@*Cl; ziG9MxMYn`EC*Kk_;EjpdVg1OjhS#4k{x`9Qv4^jPwU2%+y!v3Tu;$5sPQEhlpN)&% z87c?f6ROJZvPR;rP_yPwL-oNi;Xe25_=PzC-um}DJa$u2FwH`gQGZ_ViC~2(ORM3hU=|39rrRE6(2tZ|?6BHY&TPxOOV0VLINL zm<)%Mku&MDF&Fc(5KFKe9l!UjWBfn%-v{pYJA7xh{G#kD?XA`P@+aH#hFtp5tzjd% z8HL%(AN{ZS^wJ#V54J`fDaR^Mjxr43w>J8t3Uz2gD|VuYjbD7pzuAVGN6s$JtQ$9X zyds-@Tws4Yw(mCMzuWIMmXGRa`=fTa@qg6!F#eB5_I^{e`Pt?zNYi6qK-E%no82ex z=gF{_Jb>C7HnK1e(VL!RTitjw)pS|9e6C?3z0DbJe5f?hCIQ zx}zs*=ZXI;bN1;?!e~TadOx)02z$7D6u1`#@XPl-29ZNhm}5Udas&!Siq~2F3K+#b z264_;YMy=u_b$g+e)r)4JcRLh3==R3B`w~|D*Y7Y-V?o|&38v;pNR9m`xbU6D%VH{ zs4dX1F-tnwCJtzP)OSa{w9$a{dEZ^%Of$VDy7wi+6!(eq{il+db#f!w@4w6ni^*yH zreh}JT;15eHJ9F=Wq%SfuK8(1X8r$%S>f9J{!Z%puI3ldU~@Zf36^6eGV24LWRuYU z&G^SEb#se4x<>orm~n%U6_($T71la;JvL%9^05{55BmOSWP>%Kncjl*G2j27?_aEa zg6+br5@xlwcManIf$GrqOLqS=HyHo3{_hoYRfL&B73z@pq5tZUt=Ng(*o%(e>I3+l z^)K2$2e=R60~|%{gDGI+AE%cN)po*3`e~%H#SP{CwLb=H|JSJh)KjsJEj^)LP*0VU z70B5CXX2V9_CMNP-+^=Z1Q$_%jQy{_y%GOv|DR3j|8<|+|Bti(C$s;_>POh-C)oeO zts|?{L6?P-{IBX%bVDt_8g*88dea(VuVACodn3--Pjj~{V!xAp`Q@t%`;h}sNFPKF zL7YQhqWq0x`@^_Lpn^N~q%nT7TtC4meq%5e_aQSMN4ksq*F3=e5XK|#L*MixbE@eR zu>8kY^8Y0I6imf5Oh;QD``hSc1U)pV!o?9=d|JB9moAtHNlip_0v+fT0 zPuNp>mO4s*d>k8(eFqhLq_-W?+gWY+HtEr|%YJ=#SZAbvwI4DD}NyH2*f zVh;#%-<`w4Sn@tRfQJz6{DP(WE9v?4^!LYx$LJG~+9WQBb1~!CM(GA|_1z{pHU&kC z?g_;xLFuM@LfO)LjQ?sIk*S7z!U*R~#WYOEOw7hy%tw9kJ)r@OPgwtsX0#w}jd|-a z>)-d>WBm7?uw8qr>hL|Gy5=5j%zHvDS+|8>*L%W3;Vi*&tVHdN&cSMW6WNHh^z~?+ zcaQPkdqPX6dqOk+%>3I&?)jhdZy&rTY;@jc6wpghihS;^s2C|;IpWE$e4P7xj#B>1 zo-)U-(l@8q9(Ml%$LLL-yYYf&jXGN8wKQ7LyyKqG%5NujV=oTi5IUrp56HG)?K#>0 z>zr^rN}R-Lbf9RU_dnQkdZtp(RyNdgJ?{M@<@wGz=M!ASWh8$my|l!2b4lyw*tZwt ze_Y#NR{n00&ok?f<@rkCZp-%mdx_5;`TvOgk2pu94qb%T4c(F7U>*Gn(o%6wD75B2 zuD|Ndzb{J8TStG`{s8-}o9`h_A%*y#uYQi_-7n9nQwPxFnt)}WsyBZlujR0_V_iI2 zp2OAua1CZe$Kx@iZ}u7o4d9qCQT`?-JalC|oO znl0uDME@SrMpyg)(Dx$F2~Tskbdr9_YvbRKsQ)Lc|DRU>qk>JDI&Th=YYyNLKEP2N zM>|fUUcKHhLmjP7ZMspN+)Le@t&S#JxhvVA+t#sv*=ki}HFwP{^*`#6zv~PA_uK4m zDa^uC?Ef~lJw2{nk8|kLw;IpoPSqHj;4Z({vyz|ii~Ij9drCjxPo#@+_7LQE88wf1 zt_MBW$;y$$B-8no!w%u-gi5!o|FabrUw7;~uO1$gRPQpa| zw^H2WC+@$TdraN%x&1N8`BRYh>6Ny~GS^1#%|G4)* z+50D}M|%IljdKs<9K_82Uk9ael%9~LFG<@y>4&MeIw$Y;_=_2SO5RHnO}akd3@wn6dqO%kSWAGTymECf;C1lo$$N5uRz&BZ zHK7$d(eXWN$jQApfY|?+SH$j!@BFz$_+tOx2ad=6SC5j%O`>hk zK|hDqW5PlFM$NuaW_>}CIR=i!{+Em7WhDQ}v+QGgmJdqA{eQY}xBKT$H?li=qBr7t zpT1;26#Di9$U%tffrgOf3$!UcOKO}pC5G`Efl~e@JLLZs_WeM1Vzlqc%>Vz$tK;8? zJj)mR|3w@q{SkH{Y8%*z?EIn@ ze?r0dxoHoLO3`*(H! z!R$;_K5c!%9P1ODS4CD&)ITv!|HLEuC&()O0~3TZ2~#i?wft%@jouV(ShnwU`b@Mg zx-z!k660FT2D2CAZ2ogG9}BSr%drxxu@>vG5$*Ti5H^!-ANuz^nZM^>?_aQ$Um?E& zl+sIwU->pEdiovTv6F9;t&gJrmA;rd{#Cx^vZt&QxLv)jE@|S|iW++3C2nKlJGplw z-M}tD^I>)Znfd=-jl7S{_)s5pXb*Xx?HtR1^pEt*xb6Vr{t1W34{#L65%YdMV%^<{ zSa&xg=Kb_wdH+FWfc#(OSS$l-9IHkhcP;YOwe7+=iPPx7)%myQ=%p*v?G4)a^ovMc z@?0oK*&6$T@XPyd=a4+9d`CBQM^E%dE<5gO`PrAd9|mCvrb^q(zG>XQI@&H-U?=h) zfl=uAZU|$@*yk{oY=6UATk-)sgz>1-o_>s+fJvBw%>H}c=Tv&^6NqEL)9BOjuh#$F zYn}kV*_a!T<@F8o$%R;gxc~ohvh8krVUqFxi@EHCYyE%xmVcNPmi^d&L+EiY#I_gI zUEXOd3pVoG9Q{#pjIDQAS+JjdIZIi96pGCCD?X_IAEoyEFS}%JH@i9hV>dO_x;NLZ z#a5Ieg(}pc3IA&S-%@?joAgbS*Z%*j&e^8!*-rki*8gSp-&vsk+rUmo8JoU5*74ie z>E*`li=-v@*@@lQivu`>4^UsM{eet9udZ*Nc%@!XtKVDI@0EwmKRBlUfvj>~wYEas zbGVjXx5XMPVYL0qo;hUux2?e-PvSH>a1LKA|32Zqh|B2soiz`S+MDh7($VjgPj6{Y z(`)CbWA9Z~)0_0SH#(;~y(e1Ly=kmI`dOu`gQ#Wd7wFEnWHH_F@p=Kop?EtU?`{P+u(mXq=(_^`!T@z~MM|~`D?nRY*f57i3j-%|> z5utXnd*G+v@Qe?7wt3#yo!Q|T?$#XN6fL9mjQz4R98!}#2If2&W1Y(%`z3y!xQaqokkfo$${i~si- z&lz~@mHYg{eQq>{w#WGYVPibbFD2vN1ZCQO@mW%R#Jz`iK$h+37v65`6E^Sa7v8Ed z1~#Klcym^-u<=5#@W!?tVM9&t@cL4FEsitxHEw8FH~IGP>bTp&+Ja%$z6}m*@QQoH zXRFD!$3&TU_zthdc*OVr`zzn$4es=ptl{Yva^F3FbI7mhWbIpa*n-73gxu|@!CTJT zLH-=Oart`RpL~b^{*S(y*!QDBiTCJbFszhYNiOa`C@ksxt?=e1^~Ht(iDf%(56egY zS;))&R#-ZCi1Dvs{&)M8pqZHaK3+a@Q&`>WYvH9nUk$4ce>J>%#+Y8i*Fzsw)4#{- z2X8k1bxU|{-Z#R!OUA#(*(0I9bkOR+mpSF4-w7?E85l zeBCqujpO^?`t!v8eZv#`>4#8%(DffD!V&s!qI=i%;W*j6LRs2bTSGY+|HoF}#vVGO z%;hfY8gi>oD2tVqaZELiw^p82A8~JgT${vsOMh`!sP-O~|FCZuBz`Ai*xcWu|2O)o ztPtK>bVE2z-}h1?tf&v+EPdsBAz1F0TYscm_=Nl)xP&!d31Q#eiO|*c`)*By8_2hP zx9;RuQ6%hr*Cj$P`q$AHZO?l@gS&OpH>X>uAK5K14RR~+XWs3dviwi+ zE!>TcUzl4`Ffg(2)~?~-aci#Rwk}}bcUA|^3E|&!{{YSUwpxFyOuD~Q_`kSs!SCFo zu_%Opl&-qcy_Venlm7*>vcI+yzn^g5PHx7Zp;(vGXtI=4)#g@^e@QkwpDCZalblWd z1Njo!MwXGk5YB%lzZ}CSZ@Ergg$DQfk7Ql(w-UKz&EPKKzmQe;-j?X++ihc~Pb4Q} z5?aLTX~&z!4M|)UPQw%5O5D%g-}`ya@mk>>pzn2`{q9}u`F_(`T=?f;U+&1n_sLn% zOv=r7Ja-@)OL@Kc3H8X}{)xQ9Sz+lhZ7OoPGW`X0d&stgx;iE4`D-n;LFP zy!~jGuo>@6yeY9|zcr?#jcrfhnZxbNXR60&D*vFF?@ zVZGhiJ35mU-Wr$)|3kX(VQKm;_*0yB-j8mSUopft5LB*DmHQsH;jcPNC*(8a4kVnv zllxD|1LVF>Z%yofVN7Cw(O)F?HKXj?iTy8qJF)ME5sCekoB!|VKUM~P zIx4a6sn6ZdxaMx>-N`?X{+-c@eLuJ}vG0d>CidS%e(!GO*4?ffo7mq>eyALK_|ILR zli2?o@<;A-{|I65{{#2Op5>-7iGBMV9KS}I=g{-{Gv)+~1_mbzX zyjA$_bG!Sz!as~j>=wt{#O;UJEPj1_)0^?9ILB|_Q$rH_pZ`{(lDi7~UUKbE)dj!l zpV<_#_d-V21o#RdC|0MBivf+IH#Affff-YO;N}{<3@OPLlZT%IVL#m-0 zd-Tr|VNL471md5`f~Ws^jiH=b&I|nUQ%Y&KX@gr>(RazNJ&B zS6LeZnDhlBd6cq4*BczxY{rjQmT?L!4t%J5-+*sv&*mR?Wx?+w^-?>Jw|#Pn3S# znv`++t0wBB)34On^-7;vJ(;_!Ygn|uYgkM!Io37&ch@i7(KRf?a{NY}vx0oF_`0xi z@O9y(k=KP)!>7O78v>lsQG*#o@4 z_TuR4L;1X};RL_buIobOp6kN4KHb7Ub61_eE>ySNmZ+I?eW+bJbqp1 zaJ*^q^`UuacB18&cf!BbUg^2YE!iS>!`V6E0{I!1_7eXY;{RmV@WL8p$(h>{NzZZ} zZp7EH&o}Duu3lNxEv&(-Sc})N4zFW9-oOUDiH&$`+x1}+-o|FUq13C*N|G;RsVX|uxM)i3UnsWvvS{~`Df2OPTLB6>)CtIqs!prKBHoRA+ZZ>{#v%2Ho zVdbyB943;_;st9?429(Wow%PymiTAm+t~h#tWfoSR=AJ;A5dGF73%Ob{dqJ#WgO-v z{WD+JHr1$H&F?(&vpR>(-e*3R{2?oBC6|8c86Fm2`U~_FS%o^JTDpW)A7zE|N3`$J z#IF@Q5&z}9o7{^7ID`*y6vxqylQ@kIGz)w2;30`6BZnk%4|lT`cSvH{g>GT_iEbf} zT#6Tubqg!AuMaPfE1dK4qU*ys*S@ss`mk!v_2Jc_LlSGp4NAN+V@P7nNZ--fguqyhgcGtDGz4 zu0Udde9-Iqa2>f>*|Tf7^5CwJ`^LA#0l&bn@mqX|kMRdwH$=Mt&ma%4;XPF2SNJvF znfU$0mZ9HIygT~)iTpFqg!j%rW9{5Cq43l*VJnJ`JQIp1&krRn^F!&X`R0AiH7xt_wgeWAF-@pJqN zpJ2eB=`+K4Ou`gQ#e6J8DRTYmeo?3At^asFEXjU8OCe zEy}ty*?Me_#@(}F(a2}RV#k&|@@&YP_-t4@?%A;H)ZDO~d|`{WR;Opfiw`~ zyxI0_*tq2fiMPm2HFLw;z5YXD^NDA}JDnFO|0X2fZJChBANp)~PZ$NBrEuJY#MVv! zF;R5yghcU-XYB#=Y^d|STCp1+;Ggi{@Qq>Y1N19C#fSI zjjmn724TJF*hca#$2Og3)GH9WFvRn3n8;VH<{*c zC6{^^D^QFE?11^^xt&Mq7F&Qhc3Y)M4`*945 ztphkuUP7nQ%D)_QiS*wue#9CTGH-HH{x{yry_|eOAN~sRMedd4OOCH1U*=v-zT)~d zyORDblMHLg*N!E_I`Vby_2e6ul3@e+Cih12Eyp*JZ*y-Z-*NqxasI9Ih_OKOy~*aT zlZD({$)W}J|07GdOUW|F%Z)WuAce|KH~9YMA@4W7Ojc{#)sVH^b!7b|Z5ZeJ-pT`CNE8=Q;aDJr`cM@wu>qe35%4ndkUYavAq>GS~Hs$i>`C$ga{r zFZ4lwxr?CKwuoSDX2J5f^n^2Bj*n`73f@5gIDV)JsTta7UmmARoxh=*r zcCo+NJxj>EWByY`F5_NKzHo`HMZUO*cWXcWSi9jV+E@8=a@gFW<4@+pCu=?)7q5YRX4ej=C+b-<%j}!j6WS_a=iVfMEEaPkAL^d`I+!8$aC719o6pF zNttNwSG|ta!k3JB{=QRqFJy)GmlEM`T>H29J8WT(|2>&{NB;Pg=lESB`~!CfSybsC zcE5Lj&y&u>Z;e&_Qoca@FSyzDaZT?(#`9hKU!&xXH2qdS!$0v`_OL#Sb)NlU@%~OC z{4>ABchbetyIGJ*|IO8FR{ae}(^9>EMkJ zHV5hA{Sf}UFgD-e_>mAck#Fw^VdI_2@Gmj!=lSdR&Ai{IrGe+X_j%l&rQMv9#Xt1k zAJl(4(fl28c>7Vue*F3ODW+%f)BhX4OZt2KeZLLrl?~;c!kfeO$>>*jTm7?nX{Yc% z+%J>?tDAnItY6V3{A93uKO;VD zn#}tZk1hlGNi!YNOsRgh_|4is^v=I-e9bqF*O$NH{r@Bp{!={ni`Pr%h0oaMMH-3M zH@)vV@2|l-D|c?|8}8*9T0Zq2y^E^nd>7$t^W8S|uqSN1?w8W)9mbNJ-~OS#pcwvn z-|h4F74u;7Pu=%^{-fm?_lVDa8^4%-<9mDCxtaXx-tFOvU;I`%@jCa7N_ zk7Yv4voZg5{F*Mk#`EL3aUY|%x!XTYgeRQ;ws#btDgJXeUi&n^cx?tC#rrxp^G!X^+v2*o(wGMSO!;FD%WC@KYH9g>eREMS()VeA=s{g?dJ(=YtiH`?WUxaWpFbbhPlrI;t$g%{szyL-PXAFj(%KMQ+9 zXJN(n=Ucwda# zRs37~$hR+u%Q5-!tY>x4_D{vvyH7d3*t5Us+2ix;2M;a$Vt(&@o9A$k_*^k9ELMiJ zdsp#&^>i$g@7(AACGOqB;;QdO?=LH$L4$@Un$*OQ3o05+AVGr-jj4$S6)PH|am(JK zp^64IDppk58DO~I1{m%GGcdz&zh7pU888xB(}pTlG&FK5CR9;rk}A8VmHK|x*u9@~ z-simUbN)NeGoShXZtJ(!`rYqKeU}$W`)b+iNkcrF8crkmJhvJa$XBpG^EvhxMIGak zGvDEc`+3sDwjZuj%a+%0r-mEB;Ys&uT6j}6dyo54=6K3}q?&Hk=Tg&MHukDNpOeP_ z!F7Q@qP>VTPTeB4^S8)%s$V?Qx2x&vz-H`k0-@UThApVK!4B97yWmc^AG;@@9lD_( z81K}$;4L@~@4!iT4?ciX@G*P>XW?`B3eLlFSOMn_e7@}5gWoJ$iTY|)|IB&xA1s?K zJGE?f<;G=azB|6`%r}$EW_J`Xo0V^to!MKo?93C3%U0udEqtS1<4Tc0AVD7!O)=o3(;XP#i~6=Zv< z{a;0L*RW0%@>w%c0EMipC?bs)r!xPCEb-&KcVyW*FEJp?(N`cVBgr4gYVS5NjS)mDR(A-1&7h0hW)HQD%&#!A%u2dEbTsjFUf;! zU*=(K&^7?3i-yiJO(#BR^XVDVyW#_(mec7F;h4((U`R--s>`lt-<5wxO2U3(X?N=ygcA~!X7G?H0>bs7rK(jv`WK=#o53}RvXGS&^iZrBI+K@2N|1eT9zDj**8kOYnJK3sq=;ZG34wa1VXFbC7H46`oe-#`;W{tqYrlTXu;8R&Jf zF*; zjbQu(`cV(Spp~``X}~^5d@m5+NaqsyAL&Lvf*i%(muD~%4!?o{_zf(94sOJ*1$iYh z4;g^G4wjP^zF^$#1mh&>m(ri}q0EL&5C(hTUU(QDhXi0MLqi)@(+Ew_0`0Kx4#rUK zr_UJ6_{TH2Jxbbpow2KY(oQ|k(M(-2jNixcZ-V=M$XoztFl=+OeulIg(aHU-qWP9| znyrp!BhSK}jKK-;$yv<@^!I#7&pC{h#G_w}UXL_lrU@eciL*3hI&tVJ|Iug821wQh zFY(_=S%<$FTyqisf+DyceLEP@7t@#0LkW~Z85p1(Dxeaopc-nR7K~5_^-!)fpEu1@0c9p39vxE=K^ut1osR^N@VdIj^7#B~?()C;UrQ|CT4XW=vW z0v3SofaYuXPq+x*!S}HK66$L-k zhDRV7YM=+2zy1Ltbw(5{1KXn{`X zf_CVDhN=~u(X>KLV1_0uXPZQ=U|f+iE<4!wf*W;@vmG2T0;AvpH}syM9RS_X1DxqYa_#Mo^rG)Jk*aK0pnQ*#5IQ;{{Q16B)co^a!0XIqTE69UVXn+~`5!W2W z%`ZU*MzBB+{1!fd2XLc@Kf?p$%g5mfI1GQrUXXsU8aBdqxC0)7w<$B`yeXS~m=A(g zmr!27&w!=Vnslg!PjUATxEi-N!W|F|Pr%EN303etT!BC9U<>>ho?K4d18?EaKQ5*0 z_az*FWel1vuuZkc{4{0f3FeGWQC|LOGxOc3_fkLHfLk9p?Z>zpZqw9jaDN~C13!Jy zmqIXZmcyTL_a*!hvr1sfT%$uCK>ic=R^&PCXED10YTyyLnrpwt{4DCLpbkERYv3I) z!)NIWif!9eEqHpdJ7_IAIh%f*Cjm z$++3TJzqm=;9=CY$lt;l*Gh3A$GFF7;`Q7!E9G_Ka{`uQb}Q_IGy7LD1_s|<#dzga z@}z3!LjMfBvPx3WpIf_%efeMk4SWLcK;TtUjQxkCt#h!P`)q(6a1T5NNx<-qrW7v1 za_)aE+yE5i>?vBwz5Myc7_5e~=)Z-Jfp<9f7N9=o4ZOp-1F#=z{do@D@5J3ocnuE2 z{k%svsPA(V?p&0&`GEPk6|fq($GMYmd?gROOSF&%>5u_B$b>A&-m^<`AQ$o=9}1ul zilBIAm+0qqu?~C}_1`Y)zg=QLmZPsgR$^ae-6ho>yQBtL>)s_sWF7i?q$zHfm=ktM zLlS34AT6o8#ENV}Z$ma?-@^CZTRYf)j%;_c{~Xzgz6;qs^Z)aG`MF53WADJ-Fz%g5 z7uUOyBWAuY51M%1AJQNlGC&8JkOkRh-XC%y5AvY^3ZV#!XL)}pfl?>~1C&DrRGN8z zsD>J-1tZi!J(%Koe`tV4uz(eszy{6c-O>WB&<5?$0iDnV-LtznUwF6lLLcrM&bY3`&)T`BkxZfn-h8e6y6^!sIAbH6Dc<0s(Ch2TA&r$pdC7( z6S|<=O#DMH^g%xiz#t5Powk^RJplj9_h-BQ0W)J7+!=_M@F#TErR}Fgcy+J=qr%L zQ4ykt67;3$+qtF#I-v`ip#@r@4J=@VCa{4C%+LUh-~u;{z$nmDPKwd$E#(4ft|tT&tz!-S?QLw($mlPJX!48=ekbX-wBWo z=H@!Lt&%P_M>fC5nQveDO6#d>rETriVqxssdY1O|=d_z-xvb@$pTUQ$1?gZ6T9ZKg zKZ*9gJCOYU|7!nV43X^d5XqrmmAe!uc{8;C$7%mh(EevYqX>$lnE!^7L(G3e8EONR zr!xP|z(!>>W6H72f5$QZjjTm)3}@UqlKJmY=D#PI|Aq!=1j_}U7n;BZ%~P}s>8H0M zJ?GbRZ3owOBD+Fp*TvGV!*9=imPFchJm>%XeS16h4(x}K|GV=wCh70RhtvLHEy5J| z5=ZOk^Cr`F@glCyU(LJ%vRAd z-kS#Lkg-VrZ;AdNGHZeU-xU2n;yo9c$6AAY*4q|9ArwJz%$1^t5-5eTql5#LLj_dE zTq#vh4K+}kNdG_lO5*=YsYjY7t`zgsmC`W7SzbsBdh6nq?B6B5BAd~-VBU&-8?qgJ zM>zZAxxNe89nJpsl#TTN*~dIrA}T&UeJ62aPFNFkg<2TQL(1Q9Taq=OyYD~P8<$oEJKcM<2W6W*bOaSzU!TJ@+^30aQhAp>xG`XtLK>NXIrtnqE7vb@-KRY72<|l}$p16Jl19Ex zC!RBqI`VfWGK+MOjm$xxYYmpXW8{A*fI=vO;yvVlD1lNa0|S&p1yn*6R6`Baf)VPV z9!$r`|9*`BO_2Y`$^YbaE3yf_4cWXz{ztaXGX8ghe&ICvA39NYLAQha54}KBOaKDJ1f*&uzZTQne_)c?u5dK_^+ee9G8)5xR?Dt?62TAx_0P*-Y z3m1TDQnLm3TCR;oe*((6<~-@n( z+(bb%?ph!ifBm?pT7`dszdg9W6Mu(~os&HL4aMy&@A?3Cb+8jZ9Jo1;n^XAv3*5W_ z$GF$k*u}#lMB%p^4&nDjHJtEcit8TdnrQs|7;z@HV|JA`Y#L7s)ba{pD_e-U@vQTyQTEc$uew&3p-Jogj0+d-IT!w1;C zhkgTo&OsE{B|svi!bPr8H-Tv(&B6K?$Uv=w%xTvDLH40w*1xmeI%X%XyfCaAC z^K8Xcmr5-6FJTPR7yrV+Fu-~xH|v#^Ze2YU9>a06WISk9{oRF|L3!Xy}yiq zlJC`TAsxW)XJ9k&v<+T_&4e9I8_j;mfMR%=@XjTCdtn&#=hw?0kiR61JK$N2;v|aQosm3FaZ&yg*^}psW1UvgmWVJ6VAa92k~Hq7VsjB zrePgnN0U;M#&Z>YL7a1~o&4kC{oYjH5e`E!1oED{z-eHu8#r{V$$`-U#s;WL_-{nkYWX(RA?EmEyg4s;rxeF|ONHBqwB;iP zDBHuH%yr(93ptPtMUm`ffC9*ebUNf|_@TuQ4KfR}Owd8bx*MeMDD$|GKTkh^$)wz5 z=6O>U$==7jFESH-7BVA25gjrOeL7O(!@4nK-5hHb78K^x6){5f3D!D5B~(E)2 zKTPP&$PxCQtNZ9({@&t74##rdi`QDQPp~E?j`e3u)D1yD48VV#L+JT#0s2breFo0K z<)rcJ;4;$BD)=cp2_?`9)zArlfxAiX55Z%Q2FpqNYax#G9t%1MAU)5jlJp-BsbGe2 zI05r;5&UrHtEPPzfH_!4+Kq-#()}TrfB@3^2G|4pAO_M7Un)t+IS3#RL_s19fFF4w z7;@kS^1}vr7(NN+dC3Q8kS(HlskJMNFNJ=<2`oHJ@sZ7hK)-cY?xNs=*KTsXImi{2~KOt+y7|i?+{?&tt zbF|E^^!(@N{0;4 zK_+Actfx#^BRLV|>!9`QUm%}z7D0hO>o?Zj!Tt^M^E%?4aMU2xbdVY0B^(Q-$%y5h>4)zmjj%YdfP1UwKdnH1d<}UAK8L@+r|>2G307T8nt*Rm^C@S|-{9}C z472Wp7^NpZM(JGSc`oog+^Zv==S}5#Q+Qs?TCnrH56@}wi&3n;F-ikzwK0zOB~6-R z$p==#$V|Ryptbzw|NAp|r1^g4P z#q1Gy92n-+{1OVF1dOm9_e03v!a>x3K?eGhUm*l`!F})`JPL0>19Zag;e9v-t5$Ih zghCYbY+(Id5bGpEs2hT*Bf_aGLa8%g5VgaX{l4TIC-u%SdCI+xb7QDCMlm13+)N#1 zilt79qi#Ax9kq`=ynCp#pb2$L3UwKITm5!N>rv{sB+fNSWSu8&JGn-$r7qNw_X{Wk za@4#}8K9@mgmTnXE!0sR)TvhLRx@?1o4VFPor`%L=Gu#N@GtPK=tUoy{vbw~J{6;6 z(4NVHOvs@PlMQ*03k5kol8-F%@sUDb+83dG=bUg@a~1PCP!Ys^!4S-IgmB+=+!w0+ zd5$&Q_bB(}U5x7vxt(k7g?|G+37~lis=y3`Faw{$uB)lH;BI&b{vDozzInoZ zfpv_~je2O7aGxU{7Kw)og!>fXK1n>x5DzeVf^eT89*z+YYx#tp#yqh2!0Fi!k6F^z}!CE z0(ZfFh=o^yHME*O7=`0-5*FZ6^29Z;9d^QfMO zK&D4iPQ+49#8GY_v(RTJQ;wukt|0T!=VM-geIc?4eQ`MD5Z9L=OD8C&rYNUoD7TOm z=qnc~$CfD9kTvLQF*jmghpazAIT%4X2n|t`i(olKxerb2R)`J%o2OPtOUQ~J%GG4b z+29pFtp5pGLH}okbZ?;Chu))n%Q1-hKZ$R61gs$MQvZig|Kr}_Pd$KpXXFazh1vfC z|MeZR_5?rjq@Q#myHfo)Z-nz8qnVdRwxPFRZpFR{X+v)c_Y-rZpEMvF(Yq2zi%FzO zOPoFO47L+!a!Xz8-0!|7^xxL(mn{7jOq$6oSbECa{7V&JiTb$uHS(9r@%#%Eq6NS8m1b zNq8IX#{4PF>(u%KR#GOcg_|IsvQ7{0!4!N4UYI|FyCfI{Cmh2M{VQJbYor0HVFo^h zAg;L?o`3{M#=REGpbGZFX*h`8y*y_FFjcAX!?w2($!kPaEt3pzjQ4rEp&bq6vhfVyKHbqF#ay8`l4;Zf=kDE9XeJ(L7fmp~c) zUIUaLCI1J}r{%gT@^$qreO;&pBdGgI>Mt%AlY#udZn-q*$^YSeyQYBrAGchZI%o&R zFPG*j+ELItPrIssJ~ee(M-F}LDf-%6+Z{{ae3AUmb?RBr{YKh-$U*c&NcC(B2XYv_ z6Y0Xx?K99Z`N0O7pX6~cQV@v(tZ=t32(z^P^=^W7cl;-W&9V)zyRe? z0hLgNn`+$DAZv|`|03(q*CS0SjQ>J|FY)h3`5!?1lfIhh|JdmNG`Da@E3`To|8g__ zWo7)!%=i~{LH7*fUvonK=PW$vXASiL`oRU(f145yq|zb;`3?Hz(<&W472cO_&x7-3VI3ePYCZfiMPLRB%gvN znD^dHUWa_BgE4sfCgKauL)Hz9ui)+(xCy&0pz)>rfqYQYVGc4Az9fD81%JOr{saDs z`aj_u>c7F6&l$Ub1vvjW^#Y5D^=qkX*kjfE%`*8b<~ARZ^LJ8bu|F!Kk~+ap!%$wl*}G^=z(sy1oPe` z<`Ke~M}Scn0SDN@3Byo9eU=f*xIC=n8f}C(?E<%?2QzMuSwRqO?i0OI6vDVZW;rvx ztkGfIf2vn~zLu~K36W~_*Lf*x-v&heJ>9HLcnp;wGYy_s|OX3vi|YjeG& zDy~l|v9H0rI=YWKmATap-m8bX))w0QThzLhIabu|m^DV0Dh&hF(G+GTIC)m5G#Qwq zMQs87PWF+0Vpj6)oQuHsQuOTi)3eUR9h;?eEs9K^G%Lm@e5H;>jP*M>C#&CA^bc~) zakElhOM7YRBl;E}arW1coLo61MT;LvAry>%#9EV&B;ELtq(Q*Ey65qF+EX9Vp8AOP z)JL?ZKBABF5qrx%5<7bV9m`jUo;*JDlH57YJX*SpGu19*{A7g``nyEG zrdBDga!F}Qtx}Rus~84cQU(<*E-6P=VOOblNlj#(QtiXpSL1Hhz+Fz-=M1b=)-(q@ zI0KWjulBi_+ZYim?kxtF*m7Lbv}aUW94=`#yQEF)lGXwjZC{tP>s*XEx}K*At4)nMfH*v`ja&W0z9EtCUeWF{OF_-ZjpKftSa|T!tXMd$$CL`_@G**U1 zyTPcWrI6+Z+>(*t7G08?cXvyck$0c1RdNh&$wlT_-IBjlsuUm#FS?{C#;6qIPJe7r zN~&rVH4MrwxWz#FEr$witx_4USE_WiO10T7HFKQ*MZej|nKL&L7xk!36ZEHNFPDZ5 zmrEm9E?mz1KmBd5DaL{6k6)xe4y~x$pnaPDI&`A$f^G->>4ZtffhSqd^`7*nOv(TZ z7JR_|pDFhLOo?M*N`{fnr78CROtJrGN=A^QZtfAlS$qEUIoHwmghns=qCT7n=1boc z^RDFY*=s_dGn~FBw9!9RzZKC!pS2nFP$Fk-#B=6G5@&Bf-%-v&NTyFppS9bUHfB<; z63V;&1YGo8oqITo;}Bg?5_}~CnV!s9bew6XP4yKG6vg^VVT>ckGj9DpWzG9i1=ZNqKrMOJ$oNLxMaC<@q@5PC z?lfa~r&<4cTrAqtVl|$YCc|m+z-i`xP7~IrrM2g@v_ZT6H2XhKv;XrnV|l09|9M(^ zVoytN+-cf>r=@@Hv<mO5(>{8UzTpIUHO@y~!fco`>D=zi#DMw@s000-w4L^{_htX} zQo`Ci!-MOj?7(`dVB=`Htd^=L)=1^y>+t_tsg|q7_~I(5WxZbgYyMLA=2hZsVXrd& zXsDyxkc=D32xe~jHZJ7J%P9BArg46ZIY1&L!)x#c{1UWanc*xDq~{zV`a32!_38li zFlJRy3+rh&ST%o>U!$Iae?YNyz5EmD$DCC8=H;>yxfZU)ZOMDS5{h~Ud`LU!O2*yo zvPB%bw#x9%TV)!vOrcHjAm_#H4-sAdwc?;nGzcdkjry|S$a49LDlN~4_770)YIZ|5 z=ZNHdceNZu{W9dj?KDSz47=ejxCicopTWcM2>cuT2RsE&!*lQgybQm9H{e&04q1=~ zMNkSAPy>56(Qf8`zoG4>X&Du5ft`5~r=Hr6A<6+4{ogFbOIX=UZ>orXO zXISzvFGwC{{9{;(l7^+Y$I1CC!%}kM_lyk;OIhf!7?KAWZyRR)b;QJuyuCXPEtO!&2`a78BCEuZHvIhN%N;6btvX9x79sxQ{K)Da{krN=xK0Wlj&{ zku^%Yu14ty7?w`|Vd=tc_qrOTXS`hL4X#o8c+UQmQN{}FG8o{b{2Lbg{4nhw2W9^- z=g$v|3*1w~GBP>Ly!kK2xlubH?zK4|0JDI<%Rw|KIEe6g3bV^MJ@6UC{ z1t;f%bW43lwPG5mR?I<8%73Rc20Iy}s8+0o3Z*HfTCv6Q{=OrO|2m{KVOZKaoYL-a zGX86q&K9S1q3)h`(*Ji#@2pe$mYmYh{RRw9_J8yKJdd4la=4u`ocJzhe>%zkPTqfr z@js`GA~iV{(Voav(yA!(H;dH7S)>+oW4ML! zT8q?&Sj2SHD&`pr;~(!yV~d6Q&mz`=X4b!2#D;7Revh_UGj)H4(uTWsUyF1cvq&d& zrCL~%Vv!ynozlyF`jGwHb6`!bGRS>~)>*~Qbq?GOCw0+}(kZTSo#KwQ$ViMuMscf| z$xyUDIZE1mhLS#Rl?;bTbVi$8LEgyX`s`q<$n8>138tqU{j9zDbJX zGnI;gCfd_!gF zHnF}aQyC~|mHvP~uxGJJKB25~%ruETph-qkvXl{@CUGOL*i4@^h%z7lCtTT_+nuf4 zcq`)vOHE=W&f2%IX1%A0_I(p$Xif4?2z3c=JCpw)p|>+u*wM~R&i>6*a$DY)JYSpSV_p!@Mw`UO`hhknKJmWvgi%){Whtdx zUp8+O1Adi51?i}A*2eyqOr?6-#vEp*QcKtw9XU!J?&=9=(?XVFUT2dAzjo$OGZhPN ztl>7+``g48VPozzQ)#gh|52GrTY^p6*EC2+B=MizBwcPB`}%Csv&JI5_}_=R9|jg} zGI+rzLkl*>|7_y0+SvbL6DRInUW8qTO-54Qmr?9AT9atUwMrW4J{_4+Mf#sER5Ei+ zk~L$N>}ZXW<2JGWuZ^)?t&;DfRSFCyDb$;!2)D&Xt)kzTuavZCl~SEa%1B>^nFi)= z%~BC(V*jg2svM2%e>E|-Y@#n_5@W21^?xR*k2Z;k`DL$*hJ!1!mobQ(2E7w)?8x2MM>z0l`pl79Rh2+%5n+-C@BM>>KF zm0{dDL(JmhI(L#uMpD~kG(@Xt!ZnK4YL+y!S<+j~k};uCbO8mN1FKQ8rg;Ax3;RMF z>HC-@kL&Xz%u+DlKws3%`hPR$A5;D%m>Cl{OKGZE$`Z|D2rx^zKkx5nrtic1N1CO2 zeoAVh%uVHIvu0@mTb!BppPBx@MrmDRmNsNN z_v}b1QaW+hmCE~bT@UVhqg(0!Yn1*u4d)-5W$>t(_1|W(M`{$uT!Av|t5KXmygy~0 zJGGI%xJgF2U&Um)Qm$!uWOJ>-*hD_v_UetP8Zk7xY~!3p3*64kqx3nYLG=O=}O^LgA^e17aAn5r$KW4 z8W>Y;U~P4S47GGJR^1>2$bMwsK!fxKe8`+ugLEe~%4mFpjF6t(;0kCEC+5TYG{w=; z$vDD?V#ALn{I?S37SxTC4brftk#z~Atz?^Yalg(E@=QwuYi1gxjq6+St7W=@af}8Q zd^C!7+9YXQla4wAbm5JX8QLgWA&ruac}@cHAK%Ejz(&@8^DaDBp@a56cEuYSiT^Gs zL6#!Rrs-Sn>0CXQmD7!k8!4p~Y0 zmy4{U{2M}kg`TdaW=%L_L9~SnC_Ar0wujKBMxN#R1j;}K_qT%IPR9L_f5*S0I~X5^ zR;{nJ#a<@w;dUQxtG2VQAN4l;$fiAdKOBT-p#)xmT6h9}2?z1(E!=;=n!S_oG1%39 zLuiL+jqQ>abxP9b+a;r?oiSdMWFoVW*@>ql=K|%|1^SLHzn1(N`jX5q6?V|K%<*O2 zmszy)0g@KX`2R7xk`d7+I>?;2D_NL(&YfAbE4ddtByYm5tS4*wdt{8Dw$2IjxQ-WPF zAF?YARld>~6d;zMF0n=gNK?Xcv4sRM_QCjnlwD~>wyg=E{lk7I=u8QaF6f?A$N#&e z7umPLuJi}ll>yuh`q`DC$N;gkSi|8LAj6Ah)`bR$3wQ1aJKy-A{DYdwBBfeO8%5tK zmGOm2{XnPGxjU(&I;A$aNGY8!Qc4V+qDK~!=PE9cwym9FSkx$GxXlagBySWdIdN)! z{-YG(Phm)>6hQu5r=;(rJed2VXmO`e+mweWFV=O64w->;MqeYtN1ciz!Kv6;mol1i z4c~XZhWh;)_Nq9QzIE3~FZ4jSmH9y5b{Rwtq+TQa(3W%!>x$Z?CH@-5N-vYHNT<>{ z#e87mHPWt*sRVa2o>8Qj=gDiKMM@xPnd2KZ*0^iL0w3k<6T{)RiqwM0kliM`P!~u_BGVMQPqizIYKk~ZdeI+X!uez+*(tK+i#KI!E*9XE&4l= zd*KLZF0K@9M7EN)xRUbEUotj$)BkfTnM-aZYtgM_2m4D-xWDB3GvN?9Q*yO zwEtsPO82a{^!U1!-q}v(hN(j~xRn7G+znpvmLWg4Vh?Q=hmTts_FpN^$!x{t$G5C5 z__O}sTSjrKnR6-H1(%ZM#rv;YN&Aoa{|T3p8ADq2T`Ae|%>PHOl-y~TlDFhi@+VzN z0qzTDTuKoi8!L|S6FrNRN|xHBbe8XYvEITk=P#b~KYCn>=lqXJf2oEVsO|9=Bh)3b z)_uH9OjSN&PIM^^sV=2)kH1*DzGrv$8 za+Q=Mw^Of=D*5J7rRdOAQn>Fb$%(y6vhg!dH>%_&@qI1rsFE?zDp|3)N~U3zXmzXT zV2T$dKhTtv*M;_6^7B5_n1p%3A3x3gxUU7Rcy8BQ8i2BKF5dX<-Vx}$H z5ZlI_OP*qJS2SogF^+A;5d-pEa|6Z`JaP157PiGAOjXj5)t9&8hH0h?slZ<9DN ze;hXs)FU$?@&szvWQgoVYJ7r38^2M~Qa4Ka#75eGL861qsg07Au#q}#BjZ0oazAeK zHUzPLJc#lyNDAjSN)hgh9UH0tH*)^ZM$UQJ$oTI@=KnTIdGJQoe{GaX>qgdpY?NxK z!Cf={ya=zrYj6b2vm2#hX(R1F1|88`bAm{#8^tz<`+Xbf{{+dKn75gOShE>K|0hT~ z6E{j1?z_2H&zgJGzek}txN-Jh(NQaEspNOvK9m!ny33IZ$*$1^-a-w%jZtw}_UUo}< z)NUz&!pIZ!|93O~x0|-%ZYjCATS}n}wP6qEU(D@h{ByTdcI+lRc5_bBZmG#RA+;^L z#h6ngb=KWdZ`>`Wgx##g+D$p2o`12M{{L>VCY_Kb{Ry!_bKD8`J#hX7v@M>LcAllf zdO|vLek@(kJx={U;Vr$#yjlO~E&VgzGJqUJKLmDgU_U(R&0K@GxE$W%wtCA5j2gW~ zLp`ib_F>M6^?%f{8Pvx*9qa#4XI1@Hvfb4GTGsz9u>NnH^?$+dNC9AVZ`#((HA4;5vOd(v2J|}W8}(avCI{<3p@B7} zjnsn{=IyP_(>H-Fg!%t<|C;|#`q%t_3iJQa$y$J}#R=(VLZK&u`Tq&_|Bkc&cZM}O z5p$$}_Wy!CU``xM?EhV4|1WM_Q|$l6%?NT7y+%YHCapXIx6#LH4rWdPbrz(zHuUWH6Jj`>@#7Wakd8=wgW;kWQM{2G1_pTeKvpKuBN&}-mkxP@zP zK>i5A;0~w@ARVsREwz56OE1!C><-51CZv*0X;of3q@0JX@cLTHmMX=-haO56!liWL z3n`wOqum!S58%f({5^=g7k&!w@SOjS{5d=iPr^yeGLdQV|B!IptDAnc?r`bF>>GFw zPT^+Qf46*qw9j&G3k;@SkRkV3$~De)f!;~Zd4X>KPd(?pbRPR&y2wZE;pe4e=4)x4 z`kJ}&-O`-HxiRsT(nNlXnj(%#I(IoG8{~W1rW-_r(TSukB{NHnJ#roN!=0^&ZwyK`E4h0n|046;Qc``Ja$e zQqB6#8mK+QT2rV)T@NM)YcZi=d|VnQSc^j6%{s%HO{9&!doycGTc8!%pna0Q9dtq$ zboa342YR6o`eW!D9(s#4qx2PHSwqSiPe(HA(NkGligclOV?KiYD6-@z>%gJ-*q5T` zoy(J0CvITfI2*JK39KXMoojg4N@SIld0S*X_O(bO`ZTUd_qmd}YQiy@a9c;Xq0d0- z0tmNA!VP^kGAEpH^LdwXBf=5;0_=NZIkzE>a~uYavvy{JH8h;tkjgm@`#8q|IgGs% zdpmjua%7S3Rxp3lEMSFJHqEt79%meNnsW4C=SBo^ zjzr`S=SZme|2@)ME&W3id`mj~1Uks0yKW|LhKeQ-R>K3N+mCU(1NBW11CL@Bhuj4T zkO)a|6jC7$dmZvD*XfZ@qBkHvM{h=UfE%91{Gao*hmbSqk0R%h7ho2az>l_R0BnFD zcojFk$Vk`&U*TsA@(s+xkw-y;S_jFfb3hB{aaVvef~JG@pRvD|w8>+V?q>a`mHi)> zWg@d?SpPZ4`p*T{ep!6oilErc_z#poDU>niZs6K-{HQ=y8d*2!Mfsn| z{&%QNq5OwB)b-$5|IeI#1AF7u?}7X;-wQ$CjCl)t=Ub6&3ztg!BHtUi!1qR=3%XmF z|HrNuH+{%{_SX*#@O^tX-?vBF2gW!T@KPDB;`?jhLhXhTo?#TMgu&Z{`v5YRa5{!8 zLrx(Vp$fGxV|9K|hq@7hQAfZxgkvP~TVyQq5G24+_ztriWHauq$PVNxIEK0xIRq|{ zn;8d$U!y(-zk~OHqF3Vs{;=|9`Umhw%!AOcM*Sz$XJH-;n61UkjI_dEF#8(Zr~@(o z7WE|RDcFpD3H=4sH=)*OXGB}T`d=O6f5cS=QinbhnWZKEtuvA{JtMg}#6RR$5&uw# zx@hTlQamvu`U}KAl!m`0Wuz5@f%rH7S}Jf?*+Tr!z9rS9g&NXVEmGa*SVvk>_dS~8 zS^o>KVUfdEpb|@ z|J~I8$dL}}f20@r{32oDi@cP2cmr|^;Sz!jhkdXOy+3x>zz)>cA>%L)L?$AWAqe%& zphvwGS%uvF1#5V5--CJp?nLcCUPW7A2W}!@FK(h>2J=P6mG|Pt_cr1l{9rZxMt@`g ztbq;i6RrzFMnEJ4!ybr*aEO9vh=IFs8x8wa@cSrc$&d>1n5pHT7WG4@@5lZ@cm(z1 zZ~(O#yB6pG2MoY5aKkv9fJt~1x6{ZOcpUWt^5^)mgsdVTdGT&fVD5)3BX2y1-HUJ- zvu7Xz^JMgTqyaj>0l&g*a-MskJ_Zx;A^K@#26j0R#CUrsL_i_>NF>K4XpTZMB!L!m zP>Q`Cd4zjbAvMwKMH|ch>A3aO|LY|qX;E}h>m@T~J@r5Pr?Jn$JQw>sWIpB&1)j6uW2r?N=Xj3--eZyXGEdX5C!E3wC!QfA zXuar=Y3S3D8Xv+HS$KhPg8W&+4RX0Q&+A&obqUv{_4L!PXT0Ki#%(^50c3B%^~`}? zFWtx<-Sw=~yIw{Yt{0c#dT}F%bNJ@_x?^HTI-n_-Z~_Zhp~07M1QVE{lWV#bua|aY z2Y$6;)&|Yc0&4oNBu%_XdYB|VG?F*xkw(mH@CxRyfqw*Tee`dl?m>p4A4EnWHJBYj zCO{G-Lk4C}?5(JKARB!?44{4s^J3KFNR5O12WcnRmkk-L-O@oO>MY2<$Xam7jeeW? z7ry_*zV!mudKDsz&=(KzogX*fe?pdq3;i#?161&L+U?Z81AmvwIm%zkVo1^ErU13ZTO7Wl3_>vZ`hFt7$*-i7yI64Y<& zybm7$k0$I%kdNRL@H*Lz<4jsIN8gHjcbZK=nHQjcvJrez+}GLLDQ$JB;tGxSNIs-NI4)A%u+uQILY zzd*&KDnwQ2Q5B&o@~DbY6?;^wTm5u5|0NQ5Cap^StCkJ2f!}V~D4S%n1j!9@Bl9me zg$Bbm_0OXUQ&k)wd{gKS^)FogyG{MOUH#js{zdSoItx>;Qk|+URfnoO)tTx_b+iY5 z3U|R?*avsRJ+L35fOE!gx)1J$Xm|jA1`k3EJOmHJ0f>cz@CZB#9J_SWV-OEd!c%Y< z65!|XG&}=|@GLwBM<5BFhZo>QI0`Sp%kT;$!>jNMcnwnEb(qc2c>dEo|LLB8o##K( z^PlDU&++`{dH(Y~|An6aBF}%Z=U?ynFX8{JUG?*IlbtJj_#E>r)V zjq1Nk>-kr&ozt~>{yWtF+K*@F+pPYZTGjt<)wj>Is{fzmIMn|d_3ocp*!^(RXIAyuKC`O#{X9!`|9MuQ z`rm6-|NGPsn9ow5@QZHsy}nGVRR8lV>c3Hao-b|ceZTBhpYyA zBHM12ZJ%m0w#&B9(i{>hp<5*MRteq4PZflO`d^#PzsCVCRQphmMX1Lj)MF7Qp;D1YjUA$VBNORN7p4FBAp ze{RV?ci|t8`NuDhH=Y+#y$X}CEy9~J@)Jf7g?WM~%o8|ap%UhC9p(v=Fr0dVBg_*J zVcR9l69{3RKnU9*VV(d8^8`RxxP*CLKI}FL^SpA{?GomB(XgEo=6Sua2nqANR2UD2 zZ~SwW`gor3_S|K=Y~Lb;_x5f4RIBZw{5*;<*^ccF*&Z(2Z;&eb>eJn0VEu|WyFM78I&Z&Qsuv3b3l;}q!`u8pJfIM)oJn*bM z@PhnI9+U_7%YzR_!$EoQA$jn?KEZX2JR}djEDy`Wd*$J1c^Jj3azGC3yI&6A;elw0 zm4k9Hik}DmJTLx;JaU&j@|ZmGq&zB*M)8Z1L-LsXn>;RY^6&B=@`S`o{H;m1O8nNR z;AM&b?T9=nPsYC_PsvkTUw~wJD*lK(h4!#KmBcR$w##8T{8Kp`FNcrF;Us=xfa&XU zn2=16goBds($n&D`MLT_gd?H~{*&Zsc^WUDk!N_fXW}JM64f6(D~Zob;;WMQnmjAd z$#Z+;Io|I%oIQ6?o_j=|Qy+!MdyfAkeqpd(o_j@}BP5T=k!R&dk{o$nj=b=+9C=NS z5co-gD;y>5k)(r?^oS%qDM?RDQsNOw;)k_ruR3@E?aPux$o=a-OrDqL_sH{i%ku~2 z`A6jWXXW`MdH!X2L0&j0FUpH*z`eLfUc6ggME{7q_>{c(vK*C{)c%B^3m*WL;yikr8$?^Y(s{2Z=BTLuDyoT~mMK_v&BBUYcM$(NY zPyh(;z4zV|-UBz}A*(~d>JG+#x~ux8s!0IEdMBYLf$H;1QT(>eow=Ue20Jsqch^Yy zFj_v0l@H_P!$kQoSw2ja57XttO!+WdKFpO5^X0=r`LI|%ER_$-<-l@IIX z!$$eASw3u)58LI#PWiA~KJ1kb`{lzy`EXc1ye}V)%7@eP;jDZ(FCQ+-hpY18x_r1P zA8yNsyYk__d~7Qp-<6N;O-cxKutamyavu<7)Z1Rz9wmk6Y#AcKNtd zKJJ!}d*$PP`FK!19+r>q%g3Yg@wj|EDIZVE$FuVBynMVUA1}+ttMc)>e7q?iZ;MYT zZ>#?pDE~23{$r{9$8!0P-SQuY0LSJ`I&m!{yUR`7~NSjg?R1<<(@gm^TRzQ|PYdPKV)?XGJ}s9|E9KK_`Lt0!ZI(}4<$*G$IIu5@_Dj+ zo+_WG%jcQ$dA59BD4!S0=auqVZ}w*Syj4DLm(M%p^KSXPS3d8T&j;o6Vfp;Nd_F3l zkIUzi^7*3tJXC%jE#&P^LF`p zr~JHIe%>!XAC{lrm!FTy&&TEGlk)Rv`T4B;d|5dgr{xV+vGGG3(SpITV{&M?&6`MD*dQv`LbEQY!#n)Uv|ou-STCxeAzEw4$7Cq^5uQ`a#X$?moF#f%W3&? zR=%8 z&dc8}%GZ|iwY7X5Dqn}o*OBsdw0xZ?Unk4gneuhEe4Q&_=gZfH@^!I%T`6Bz%h$E? zb-jGuC|@_r*PZfpw|w0zU-!$`gYxyTe0^WO9+j`hs9&h>;KtW z{`={FUvEx!o0I+K1F-0{!mj(;|H{Bx)| z886K&H-ByW$5u0+&0pX7&orAh>7AUGe{A{JEODz@qLXG`Tg`%m!^svu}p9(+p|n?N+z#`qw;ex0%~+Gq>GlZoAE- zyUnD#&7`}{!%el<%-czGTXWXj`s=&@)||YqGSk1ZoV-r?ws_axrfeS7Tr!haqm$RG z%@S#wxi)9b6mOSZqBv+4eb7AWbv3-Mgx6JYSpMlDqj7tN(h|C&3l z{A(8HnS0nQ5DA%@obF*Dn3~llQKZ zf!C8?hnus(*ORx)L(S!82b{Cllacaki+^VCWWPB%cs;RY3AEv2~J#U^{<(- z_1AaSt}|0QdAq3@TXXGo!sa2Z&80T~{;}DdSWH_pWm~hDHZN5t9^vHQXU*iz1KXMh zy8oTeK_{!t$$E2QKJS|OIQjFed8liz4`^oo?)5eJdS*t=wPse$5}mwG{O8H*#BYOb zKKNc=SIrYsn)}QZvtokIDEU%%N3*n!e;hR@ z$4*`!YsSrE|D3W9n&U>*U{O%_EyJdG|IaX4vyOhi2{`Xia+L zRr&S0$jJVBUw(Zkzx`BxYb(FKE5CJ=-#W{0UFEmF@>_rTZJ_)%Tz;D>zb%*F*2-@i z<+ttf+kW}&u>5vZemg0@U6OimVdSve;xg8{AZ^H`t$hD?()yx z^3T5FucTM_KS#^&YvaGK-8!3iJDYqvn|nK3emh%vJKHwd?%Tz~x3eR+oR;4=mVe(c zkBybLv%}Z3&EE3+W?%VzYvT7UcWzC-oz1JjbHg7$ZInOS=8FB@sztS`HuX-m zs}9wvx>UF7QN5~9^{W9jsD{+A8c}0vT+OIv-t%ffEvaR-qE^+W+E%-2PwlG%b*PTj zdHJK=xY{kh-SXNe)s&i6=GAUq?dH{PUhQjYUGcP=Z~K-q@Ae&K{_W=9ZvO4&-){cx z@70mAoc0rSs?N$E9o!w<9lRYp9XuU89md~bc^&50VO|~P)nOhT=Fwpu9p=$t9v$Y< zX}p~t-)YR9)=%fCGWJg6?zApC7nR3#dfcA%yJy-x>vhlcd#2yB%)J|RSN_=N-}k)i zdrnS0H>VTIyiTpxQ}a4yJ~QpPF<+YY(zKVRyEOeJ%Vl%BWn3E5rR7|D4lgb1(sOue zd6%BUOUu0U9A0`3FPSeb|I(N*xi3ABmzH^HnU~i6CBvoX^>S7j!=*7?S~r(Wm!6YL z>*&&Ra_Kp_^qgE8-=*i|(sOdTr93B>*5Re+q=#Czqa+OY8H}dhy=*uGF<+zPwe|(dE5*D1Th>U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@ zU-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-4h@U-8Rp z{BgxEPx8kV{}ulg{}ulgziinbSNvD}SNvD}etYVVEB-6~EB-6~EB-6~D}KLq@Q2?5 z`s0fKivNoLn*W;rn*W;rn*W;rn*W;rn*W;rn*W;rn*W;rn*W;rn*W;rn*W;rn*W;r zn*W;rn%@W7AJ?4MoY$P!oY$P!oY$P!oY$P!oY$P!oY$P!oY$P!oY$P!oIVc!xaPd( zyym>-yym>-yym>-yym>-yym>-yym>&yy3jzyy3jzyy3jzyy3jzyy3jzyy3jzyy3jz zyy3jzyy3jzyy3jzyy3jzyy3jzyy3j@Jl}YpZ#>U8p646S^Nr{EhX02DhX02DhX02D zhX02DhTjjl{Bgs7!+*nn!+*nn!+*nn!+*nn!+*nn!+*nn!+*nn!+* z@Td5XJEl7xzuEG~9Y^!G^xoL-js4!(?~VQ5*zY}8_nxbJhI@v4hI@v4hI@v4&(*!> z>YnAE<(}o9<(}o9<(}o9<=%64&vWlNyJx!hoZWNXdrjW6-Lu`Z-Lu`Z-Lu`Z-Lu`Z z-Lu`Z-Lu`Z-Lu`Z-Lu`Z-Lu_$?(X^SJ$Ltv_l&-v{Bh5D?|Hjty=Q%3d|-TFeBgWF zd*FLud*FItd0=^9c`*J5<9{&z2jhP*{s&`yFxCfSeK5`k<9smA2jhG&&IjXsFwO^K zd@!B|<9RTi2jh7#o(JQ3FqVhg@-M$U`LCZw)tEZ=@6WUU-=()JXaD-?%)QOo>!sH1 z@~;jL_h=ZY!)!Wc)T}xv|LW{l18T7RtE*MLQ=O_?^(l|*^0=-wwV`(X`}6Go zcj@iQ!N0o9w5vILz0}=O{?%=k-DcTsmfcHgMeQq7b|0$u>PVd`gYUjnSLI(lKPivz z@%Wy0)uqg%XHR*2kH`0Te6M--E-UlxT~#~E7<*0EYq~M43DZpWmVa%S&qhc2*Y5oP zV<~6L<=am!s#SHVZq=iDRiElt18PtWsbMvu#+v$HzWp@boNIIV_oeH;KQBG@&j0(; z!N2c)>K^^`wx{vQe_xv0`}2~+)&IUU`{%vQ+$Ypz`PO1IEk@E}6fH*3VgxPjYnf6r zYECVvCAFf~)u!53@70kyQK#x$U8pN{t!}=x0Jq$#yYj8I>szaJ&}s={Fs zYF)LObL+~tw&8DWx8K^Vu;$9{x3=*=@BP+x@~v>#9|3X4j=vwbsWOjqBNH*(F$m7 zmb&}8jAjZCFypqj0lTvQt*x2VJ$p^P-q0-8B|~bc`%QgoTmP>KUHS92eZzm9U$dO% z=5KAwugmRv!@k{Q%zrNLz+?w+OFH=0_?zXrWE?-eT{(1v>5Ui8YH1eax*5^*yV9(# z|FO(JFVVcMEKh9fQ8TS}hi|RNs5{@b=Fj~(ANRHUU_|1 zUKiZ}y;54eQd%!w*TkPs-K86vWqIke-Zb^P-kPWK?NXOZjk0+y-K&Sf+SI>C**xuS zt*TAEQ|+olbvE_7#Aeuk3fnyOZQZYHw;{Ckd}|wU)~ouIHS~IY;MwlxlFpv+qiA2nQ!aE>!X^vPr3VT z{dgO;O~0p_4+Dl&OGnUT;DD=W0`B} zbs5bV=bL(6YhEp{H@rTrjm2A{ZK1iVaeH~bU3s0`!nbCvH*4G_FX6+tONQbl!`Ccl zv8lJm{&|B})9Y=``|$0#X-4J+*XBdU`>A&H9oZO+Z=XwcS7Ge?)aUE91V+q@NDmwoEod#J5>Mw;ix+otVCHB0gK7_oLo+&<#A zQLAdqt7+D!#;p4nyiu0SeVKUK_0>*AzBZ@KXUlZk2DfWX*uMU@H(kE%TNekO%=cbW zN8Tu>{O4YFwoks<=J@8j@HgKnzWaOk{ii8)Rlc`$l<%z*<-4`|-F}Jhz6gBp+AQCD zmdf|O7Ij*__fMDagX7BiP;dDz%l>^#jnAuPOWLtipjRzciU;- zZF_yUo%P+e(|6l9Iug}z`R+UPci(lt`(FFq_t@{gKYqWzQ4i(OcZJ8FcFUu`oR9uK zK6>##dP_cfjXl2GQKqp!=drzA^{X+prq-2d?6Y~a&ql|i+E*9lvBUHo=G$RFid0YECVvCFQ;@^Xh6-oyz08=9T4j8E@B3dF<{` zmeYN#%*QvX$DUcWs!r5tdF=JrUbpueORstNT7Iv2_g*RU>0|3NpFZR4vy49ezDs5P zef<3`>YXxOzxnhJE9;@(bp6KLZ#@0)mF4xDZ~vY0xB=^6;JiEz8vkII>QRh?i^}*0 zt;0d=V|x{~6umgk?=w#)Ro7t=CEOn>3Fp%baGKHs5LMYt}lLwGL-3bI$WN z=lYy6&oM6amdC{bWx6F}Tr%z@>wek%maUIv<61GF70>O8Wvxyrk6pFw)dOW7tEOM| zT&-FDnq{w9FKfoU=J7rY9@mU%&1-9I^JyPr&FWo8Sw~+t%yp}N-6ZQ~ziIZH7PV!# zTOP9Q_U(=GxZ`Q?5%RcaD0}ziao_6M$M7?Hj|YZ&;Hf-t{m@f$XdZ_iduVuv=6Ps! zAA0)U8`^uT^u2k$ciVfn9W5!>kGzDAJbgzVb7U19TNU;=Kb~6EXXbfkd1uIeUg+`c zwmhCApI?{93*)?4R_1Zx@fXH(;qe!q#tY;0aq#G^|7e%fqg_gmS0_(hW@WF^qdiEE z_8vXjYxHQZ&7(askM_ho+5_`w&&i`bCy(}yJlZ?*XivzaJs6MnQas+6t-TPB_BK4) zqwr`?!K1D4M_b>IwyYm*SwGr>ezf)ccxQe-As%h%KH7qPwB`C}3-r-e=cBF1#|KPX zhK~41^YY}~|J3EN*1=QPtU6Gq%6;9vYE;dar=D?jRGz%c zpLz$C+k1_r_g3APr#@rqyDLxq=F@N5e#`gEqE7>D%6JC0%hRB74z?>}8Dbh*DNn#-h1?E z&KjDt*5~Nvt=W0Aoj0<1YjoaX7K~uQbc-j-+Fx>cX;JMo^>{n@{dPtpd3jpKUh#CU zc)*Goc|$*~jg_bM*7CGr=$js}N~M)JJ+91J?0eh)byvue`f4wo;E+)^K@ppXI7S-?N1k$$9z}XJ4qE+gx@)<=G$9=k{)OP@X&H%Co%|&z(c%*-QP| zOZ~ZPOYJE0>N->B>P9`3XS*MsyG_?^UVez;*)9lSfbwh?!?U--vt0_$b|pOby6!FT z+-E-iFg^EQm*;_Z%Hsztd!SdXtK;%KX#D>8JP*0uOaFP;G{eT_<^McUr>(mg>t}{})-wH35_eFW%I)3=&vPxx*!_Wep68u6oj+2~3#M5# z{i6AM!9OoszsuI;N}n1o&#R_eb$Qj;)^?P2<49-o`hWJ9=6RiU-MH2#l(DT_#=5bu z8_R}eZuBej+!$2GvT>5H+&%TsCJ4o~FOXjnKF3)!QKHIVTYzOVLouARb~gR^sa^G{5p`02`11Y3Zkr!1hw8n$R}bY! zYq#oE`|7y-aKQ4%JNI=?sa3V5c9i=&&8PFW{OB@&d+>hPbN8dmblw*~x)#e1yV`!( z)%L@ez8`k4{qWlV(PQ2{!)jg~Df8&LD?fVI)kgWz=k`9!={qk!`i-@JRJlH2c>|^! zG(KO@e)xj+V{lGwD$DT2?8lJ%huuFsS$>RK_Nd!N&41Jw$0o{;@wM_}vR_#zzD)g? zGXE*_o#LK$`}B}9&uR1Y+Ws-UTYmU(|1sn8>`M7DH=y|E-9FE*zRwYXe)$u09|zXa`-}49$UGfq|8X>~ zOnYqo9vj0k(=o@1$DJ6XWAHy5ga2`2eV;n_S^eY8xX!#bd^Z0$w;s=}N1x3tp!!`GP~4)XkPAmfLF7e5?`_~8J=4_{Y)*qQ#rPV^skfd6n%{)e63FF&oS%ktv$ z_r-3)mzHC7TV7fR)vy{XFZQgw*!+L7LHp8nS6&?aet9=rUVIL}IOzOhGW#T8*tM--aQ*-K| zyiB{zYvE=3OqtiT`OH|(jB(GH?~G|@+&*Jovu$ccxo>t$xqsIEbFR;E&37r|^2hzf zANQAe)6O$5T87WOm&GMz`9Akv79Yxs*U-ySyK?`MaW9#6>88B+vi{<4`^&1w_>%sz zYCfxn%GlQ2?wj|E*UZa?^|G<4_R7m{E?%dUCudc1?+FMI3CJob!J zyT;4@jB@?RdO4abFaB=7oLKi~=67zrUR;+K2cuscG=1^a_QgTVmuvHKaPsBa7#%Ep zaUk%;fxs7kk6#>Qd%5v=Uu$0+SbK5c?8V>b7hi2(ZjIFeu@|qC7YCzW9DI6lpy|ay zn->RdUL1gVap2{}ftNbBS?c^@se2ct?vE6KIMt$BRhxRJ+Es_@R9&iD^{8Ier~1`^ z8dO7SST*w+Rby&gO{hsVrKZ)4npJaZUM;9aWlZmv)rwkGYieC>C}VxUrMA_M+EsgM zUmYlp_wUt_I#ws@RGq1F#b^trzQ0n}>PFqFJ9V!fO7;BIBmN`)BmN`)BYyAmdc^O& zUXS>X_>cIH_>cH~KdVRlNBl?pNBl?pNBlk;svjwfs$KjA;&_ZeP&hSw8*y;M~%RrNi*`W{~G^r|QPC;TV;zME8^_4S1R zgx~j+dcuFgf5Lylf5Lylf5Lylf5Lylf5Lyl?|V%>;rCflPxyVuslMaX6aEwa6aEu^ zJKO3B{|WyI{|WyI{|WyI{|WyI{|UeENA-mNg#U#9gx}{-J>fs$_uZ+U@@v?sr~Ie< zr~Iedc{!{)_{!{)_{!@P6yXqJ{!{)_{!{)_{!{)_{!{)_e&6-#DgP<|DZibh z)wWPQ8fqIYR^hN<3HoKhozqJ`#w?6_|N#y_|N#y_|N!#Nm z>lyzUzvioIuS`ATKjS~+Kj%N^Kj%N^Kj*j2SkL*-`Oo>!`Oo>!`Oo>!`Oo>!`Oo>! z`Oo>!`Oo>!`R%N(=ltjV=ltjV=ltjV=ltjV=ls5(*K_`J{&W6w{&W6w{&W6w{&W6w z{&W6w{&W6w{&W6w{&RkNnyT+q)!){7&VSB-&VSB-&TlVNJ?HnGtDf`QCaCB97yK9e z7yK9e7yK9e7yPyv>IMG={{_GAYW0Hug8zd5g8zd5g8zd5g8zd5g8zd5g8zd5g5UOc zwHK`Fy{vjKtKQ3c!GFPT&seo*tX}Y6@Y_RH?IEid{1^Ne{I=ce1^)&A1^)%V?~T>> z#%fPmz2Lv#w~bRT_%HY`_%HZv^H<+D>IMG=zrAkNUblL|Z)bhAv%cCcs&?2{jd)cf zUe$YzfkjaMC5s17Vtjd)cfUe$O z5wB{*s}8_ajd)cfUe$TwQsCC$W(nVufCU84SH3BUiJOF+67(hg08mRss_EP zL9c4is~YsG-O^QqUbRoHYS611^r{BEszI-6(5o8s>J7gJz3Ko~)u2~3=v57R^@d-A zUe%yiHRx5lx2p!dszI-6(5o8sss_EPL9c4it9E@?4SH3BUe%yiHRx5_4)uorhX01& zc0{!uQE&J)?o|iO>Mg&3$X7M;RgHXABVX0XS2glgjeJ!jU)9K0?bE3m z`Ks;bs*$g1*zvI`?S8Y>O z4SiKZU)9i8@A&Wd9a5tO@H-{U*li3KdaiGRqyyU0MOdW;_v%O;s}psq&eXZOP?zdTU8@^) ztM1gj;&0(^;cww@;rF98Y2mj&H!b`v{4M1wD7m^Yx_$Jzt+FB@Y}DK7JkQ9 z(!$@u-@t(G?aHh%k5)5fneEt=7yeJfhd(#EfqEPBM!#_y1D9Q%sql4#|M zey!-ziv6+CQx*MEamYB@p`vjo+M%NLDO#VR86_H?qOmC&o}!B>x|pJSD{cH*mZDK9 z_UlHYQZy>1jlYe*jbFo3G%Q8KQZy_@!%{RX#XjI@T1p$gFja)9B1{#>CL&Cgcl^Rs z5vGbm*%7A7JAPrR2vbFvD#BC|riw6C>`#s`Ro?LnR7IdF@A%*GzvF+$FJKk>oFilv zA*%>k=YrScJeL1eSLGcK&w$cK&w$c7AOE5e|!R zScJo($taqPA{-WtM$s}5jYhGbKAMdp92N~nar`vGVG$0Ca9D)HA{-Xsun32xonKQ@ z+WFi0wH>6Lzn#CGzn#CGU(-@L_%$x2gI}mDLS^aT@8B0MO9y`ke+PdDzXqphVMqtR zHiqa*kA|n{N{;|qG(JV+Q#3xMgWvIm=vI$z^*H964t^oEbntiZ3#+Arzk^>(L^}98 z_&fMJ_&fN8*`j$Wnx`VrmJWWc6A^5SU|Y0MM6fN6V?=XRI`}nMrGvkNzk|Pnzk|Pn zzk|Pnzmva{zmva{zmva{-?5Mg$3-|UnzYi%-^uUzNOarBaqBov634FNSV=nhh3C@A z-^t&}FGv^1`65i0PX11Qjb0I~i*}C)*G0ouI{7>K9S=+=e@3?)W3nE>RF8(h5F8(fljcalIGF|*# z{ElO$i(fNay7(Q_Oc#F_e;0ojzl1`%_@xx0c`^C{qVX+y0-`4%UHo1AT4K`0-^Jg> z-^Jg>@0eBe4Mg8Sy7(QxN*BMzx#%NE7k?Lj7r&l@bn}Zhq?^B+U(6xh{2J_{-yq%m zA`j{2*Lss~evNnO=I`d$kC1NuZhmb!>E`d|@8<93@8;L9kZyiG3+d+9x|44HZvJlm zZhpNC>E`d|@8<93@8<93@8<93@8<937rTgK!Er1&-TYz~aZEVf{Nfi8zldXY(HI!V ziQ_nNy7{~L9mh*Ie>ZEUE+iKlU{!9Vd>@Xrk`KqZ2I~8`TP0%`TP0%`SoR_pTD2KpTD19%U(3v zrk}r`zn{OKzn{OKUjuIX`TO}b;-;Tp&r|yO`}zG3;?vKs2P#_s($B9^H~svYbu+*} zz^`dH+5)3bDg*oj{Q9Lbz^`X21N{1?GQdB;Kfpi0Kfpi0Kfpi0Kfpi0Kfpi0Kfpi0 zKfpi0Kfpi0Kfpi0uMIH+`~&<0`~&=YvogRxz(2sRO)&%f1N;O0dRH>QKfpi0Kfte- zD+Bxk`~&q;F#j%Gb{>O~)kML{M%?SSp{|NsG z{|NsG{|NsG{|NsG{|LXn$&B!8A%GbM*fWOkMNK1YwFJk{|NsG{|NsG{|NsG z{|NsG{|NsG{|NsG{|NsG{|NsG{|LWdl+OtN2>%GbU`|H(g>y2(FFcSD{t^CB{!#u> z{!xA{&Kcz&QT|c>QT|c>QT|c>QT|c>QT|c>QT|c>QT|bW z{i7M>ALSqAALSqAALSqAALSqA*JGMd{!#u>{!#u>{!#u>e*JhEu_{DMju;~(Q6;~(SKbDJ@KeYeqf8?EUX;~(SKgPSq_G5#@r{kR$9ALG}T zn=$@z{&D_s{&D_s{&D_s{&D_s{&D_s{&D_s{&D_s{&D_s{&D_s{&D_senFIIjn6p$ zIKTeijPsB4kMj##Wt@MUf1F?ND&zd){Nwz3g)`1S&OgpS&OgpS&ad4*{8Ri>{8Ri>{8RjT*fYhi_c!t!nc|<~pW>h5pW>h5pW>h5*B2T+@0sG)_a6C= zOz}_gPw`LjPw`LjPw`LjPw`LjPw`LjPx0$5%@qF>{}lfe{}lfezu;n~_^0@%_^0@% z_^0@%_^0@%`1L7gntz&K|9z(Ur}?M(r}?M(r}+g_GR?1-HPih1Su@Q)&9BEfLS&id zpXQ(DpXQ(DpXQ(DpXQ(DpXS#OooW7Q{%QVc{%QVc{%QVc{%QVcetpvsPK(~@O!MoX z&NTlt|1|$J|1|$J|1|$JzW`09`Q->Q&9CP+)BMx?)BO5xBVUkd{%QUh{u%xm{u%xm z{uzEfx|!kEubmnG8U7jm8U7jm8U7jm8Gd1%%<#|f&+yOi&+yOi&+yOi&+yOi3-x4% ze};dCe};dCe};dCe};dCe};dCe}-SbcxL!#_-FWM_~j!q!#~46!#~46!!IzD8GgOR z(OVq7#nD@w8U7jm8U7i5!PdxEWR`!Hf0loif0loiU+5^a{ImSC{ImSC{ImSC{ImSC z{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{ImSC{Q91w?>V#lv;4FC@*dF# zomu`_{#pK6{#kxGkj(N6MrD?NmVcICHYBtBdZ#nXFEEu^{#pK6{#pK6{#pK6eqpM} zl4Op5j(?7Sj(?7Sj$hC!f>xR1pW~n7pX1lNpE>?H{yF|R{yF|R{yBaD$_Qs=j(?7S zj$cqKbNqAsvMZ5Y$sE7%R_6Hid1sD)j(?6{uX5xAGRHs1KgU1EKgU1EKgTbenK^#_ z;hE!~RI4l;9uYun2Rh%7WfzV7x)+W<%_bwzrer1zrer1zrer1zrer1zrer1 zFLaj${ssO8{ssO8{ssO8{ssO8{ssO8{ssO8{ssO8ep#k0@GtN$@GtN$@GtN$@GtN$ z@GtN$@GtN$@GtN$@GtN$@GtPom1Kc`fq#L2fq#L2k$;hYk$;hYk$;hYk$;hYk$;hY zkzdXri~NiH!oXSNU*uopU*uopU*uopU*uopU*uopU*wlj$RhtD|04e)zsy49T_UfQ zMgB$pMgB$pMgB$pMgB$pMgB$pMgB$pMgB$pMgB#8xrYcSXOVxAf02KYf02KYf02KY zf02KYf02KQUrr)R{7d{x{4x_+;$Pxl;$Pxl;+Lby62Aa+miU+Wm-v_Xm-v_Xm-v_X zm-q!OBX^M{{w4k;{w4k;{w03-o-FY%@h|Z&@h|Z&@h|Z&@h|bqZDfgmiGPWIiGPXT zk1Aw|Ul=>W*jeIV;$Pxl;$Pxl;$Pxl;+Or%68{qa68{pvd{LJ9m-(0Zm-(0Zm-(0Z zm-(0Zm-(0ZWs$PXFISgk{$>7Ue%aA1^Dpx+^Dpx+^Dpx+^9zY*nSYsonO_Da%lvXp zS>|8nmv724|1$qF|1$qF|1$qF|1$qF|1$qF|1$qF|1$qF|1$qF|1$qF|1$qF|1$qF z|1$qF|1$qF|1$pyzsze^_*eK>_~l=-!oR}5!oR}5!oR{VN0=3U`Pi)Rukf$%ukf$% zukf$%ukf$%ukf$%ukf$%ukf$%ukf$%ukf$%ukf$%ukf$%ukf$%%jsl=e}#XAe}#XA ze}#XAe}#XAe}!N0J}dky{44w`{44w`{44w`{44w`{44w`{Hy${{BmVk@tNg3{tNg3{erzDJ zaarY;kBiJ_WSp|fzskSLzsA4D??(x;#=pkD#_tCTvc|v0zsA4DzsA4DzsA4Dzs4_f zmo@%1{xyDi>G)BDtnsh$uko+(`;mjJ@%y2Jtnsh$uko+(ukriwgRJqd@vrf(@%u4^ z$YVtwE3&Ft<6q-n<6q-n<6q-n<6q-n<6q-n<6q-n<6q-n*Z9}@ zWdoqwHw zoqwHwoqwHQt~TrZ>-_8d>->J%A?y6Ii;=g@I{!NVI{!NVI{!NVI{!NVI{!NVI{!NV zI=^3r$U6Tz|2qFV|2qFV|2qFV|2qFVzkFn5db7bV*P9Lg4gL*&Kd%(P5w>(P5w>(P5w>(P5w>(O@2AXZ1T&)W{cnN8f1%qi+_uMi+_uM zi+_uMi+_uMi+_uMi+_uMi+_uMi{I}eWQ%``e~W*Me~W*Me~W*MUp72j{9F86{9F86 z{9F86{9F86{9F8f*(6*1Tl`!6Tl`!6Tl{`BDO>zo{9F86{9F86{9F86{9F86{9F86 z{9F8fbUR!8Tl`!6a_ZUU-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u z-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u-{#-u_iHZM=HKSu=9f9mHvcyN zHvcyNHvcyNHvcyNHovTWw)waDxB0jExB2Dov(3NFzs24YUH)DEUH)Bu8Tah+@A1pJXODl6-*1^@kAIJU zkKeBeWsl#FerJ#04}WKm-;aN1kAIJUk6#8ld;EL+d;EL+d;EL+e$Xs?{CoU+{CoU+ z{CoU<{~>-iC42mP{CoVe)Y;?T&YSiA^#!&A^#!&A^#!&A-~`9$szwC{~^C$*~%gRA-~`F z$szwC{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&{~`Y&zhCXjA^#!&A^#!2U-8Nz z{~`Y&{~^C$^~xdtA^#!&A^#!&A^#!2{D0*CBmW=y|H%JG{y*~nk^hhUf8_ro{~!7P z$p1(FKl1;P|Bw8C#3k9aNEAOvE8h7oKKVnzHv5yNbN z4gAhIH?lIzZVeJrRb<4C`#9e@=brnD|4;vassF#!|6l6=FZKVI`u|J)|E2!_QvZLc z|G(7#U+Vua_5YXp|4aSi;kG|CjpzOa1?){{K?{f2se!)c;@V z|1b6bm-_!p{r{!@|5E>dssF#!|6l6=FZKVI`u|J)|E2!_QvZLc|G(7#U+Vua_5YXp z|4aSi;kG|CjpzOa1?){{K?{f2se!)c;@V|1b6bm-_!p{r{!@ z|5E>dssF#!|6l6=FZKVI`u|J)|E2!_QvZLc|G(7#U+Vua_5YXp|4aSi;kG|CjpzOa1?){{K?{f2se!)c>ddPye6(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`2XyXM#br~gm?pZ-7nf4^&f{eSxZ^#AGq)BmUcPye6( zKmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7nf4^sb{eSxZ^#AGq)BpE- z=GXtH|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|95KsQ}dsi|J3}a=07$6 zsrgUMe`@|y^Pigk)cmLBKQ;fU`A^M%YW`F6pPK*F{HNwWHUFvkPtAX7{!{axn*Y@N zr{+I3|Ec*;&9DDY|DXOp{eSxZ^#AGq)BksB{!{axn*Y@N`v3I*otppD{HNwWHUFvk zPtAX7{!{axn*Y@Nr{+I3|Ec*;&3|hCQ}dsi|J3~Y|MdUq|I`1c|4;v){y+VHXXZaM z|C#yE%&-4X|KFMU_5Yoj|IGYn=07w4nfcGme`fwO^Pidj%=~BOKQsTC`OnOMX8tqt zpPB#6{AcDrGyj?S&&+>j{xkERng7iEXXZaM|C#yE%ztM7GxMLB|IGYn=07w4nfcGm ze`fwO^Pidj%=~BOKQsTC`OnOMX8tqtpPT>O{O9IBH~+c$&&_{s{&Vx6n_vH*{y+VH z=jJ~*|GD|k&9DDY|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`0>Vg3vAUzq>G{1@iGF#m=5FU)^o{tNT#|I`0> zVg3vAUzq>G{QCd&|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-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+VHKQR9f%&-4X|DXOp z{eSxZ^#AGq)BmUcPye6(KmC9D|MdUq|I`1c|4;v){y+VH`v3I*>HpLJr~gm?pZ-7n zfBOIQ|9xow56!RtPye6(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?$f>%$TTAPhhlfG_}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=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhl 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=Rv`|B?A0ng5abF#urzdSw1b=6_`VN9KQI z{zvA2Wd29ye`Nkg=6_`VN9KQI{zvA2Wd29ye`Nkg=Enep0SE&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=SPUVF3Er{2!bDWAlG(ehfeufG_}I0Q%Vc zADjPU^M7pqkInzF`9C)Q$L9ao{2!bDWAlG({*TT7vH3qX|HtNkZ2rgQe{BB8=6`Jd z$L4=*{>SEjZ2rgQe{BB8=6`Jd$L4=*{>SEjZ2rgQe{BB8=6`Jd$L4=*{>SEjZ2rgQ ze{BB8=6`Jd$L4=*{>SEjZ2rgQe{BB8=6`Jd$L4=*{>SEjZ2rgQ#{h%@=&|`9oBy%- zADbTo5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;=!yBCnE#3SpP2uN`Jb5o ziTR(H|B3mZm>&ZW2B0VAe`5Y8=6_;-3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!- z0SE&S2B0VAe`5Y8=6_=TC+2@*{wL;tV*V%Qe`5Y8=6_=TC+2@*{wL;tV*V%Qe`5Y8 z=6_=TC+2@*{wL;tV*V%Qe`5Y8=6_=TC+2@*{wL;tVtx!j7=SPUVF1DagaHTx5C$L& zKp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhlfG_}I0Kx!-0SE&S1|SST z7=SPUVF1DagaHTx5C$L&Kp2290AT>a0E7Vu0}uuv3_uuwFaTiy!T^K;2m=rXAPhhl 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=rXAPj*2|2MUDG=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<5Kh5DlO|G(Qa>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)V0Yn36**|Fj(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<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?4Imo8&;W)8Ff@Rn z0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;9 z8o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0Spab zXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$ zp#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY4 z7#hIP0EPxIG=QN23=Lpt07C;98o$p#cmH zU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0OohiPXiblz|a7O1~4>$p#cmHU}ykC z0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN2 z3=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8 zFf@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt z07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn z0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;9 z8o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0Spab zXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$ zp#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY4 z7#hIP0EPxIG=QN23=Lpt07C;98o$p#cmH zU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP z0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC z0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxI zG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{> z&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN2 z3=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8 zFf@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt0CQ@78o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt z0CQ%38o$p#cmHU}ykC0~i{>&;W)8Ff@Rn z0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>oSXmL{O9IBH$M$vXaGY47#hHwoB!PW=jJ~*|GD|k&3|tG zbMv2@|J?lN=07+8x%tn{e{TMB^Pijl-2CU}KR5rm`OnRNZvJ!gpPT>O{O9IBH~+c$ z&&_{s{&Vx6oB!PW=jJ~*|GD|k&3|tGbMv2@|J?lN=07+8x%tn{e{TMB^Iw?%!u%KJ zzcBxW`7g|WVg3vAUzq>G{1@iGF#m=5FU)^o{tNS8nE%537v{e(|AqN4%zt723-e!? z|HAwi=D#rih50Yce_{R$^V0x^1~4>$p#cmHU}ykC0~i{>&;W)8Fc;>(Fh31oXaGY4 z7#hG_nE%537v{e(|AqN4%zt723-e!?|HAwi=D#rih50Yce_{R$^V0x^1~4>$p#cmH zU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP z0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC z0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxI zG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{> z&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN2 z3=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8 zFf@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt z07C;98o$p#cmHU}ykC0~i{> z&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN2 z3=Lpt07C;98o$p#cmHU}ykC1DJoq{4{`} z0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;9 z8o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0Spab zXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$ zp#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY4 z7#hIP0EPxIG=QN23=Lpt07C;98o$p#cmH zU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP z0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC z0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxI zG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{> z&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN2 z3=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8 zFf@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt z07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn z0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;9 z8o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0Spab zXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$ zp#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY4 z7#hIP0EPxIG=QN23=Lpt07C;98o$p#cmH zU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP z0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC z0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxIG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{>&;W)8Ff@Rn0SpabXaGY47#hIP0EPxI zG=QN23=Lpt07C;98o$p#cmHU}ykC0~i{> z&;W)8Ff@Rn0Spb`>M#4C(3gLE`SP(ZKIie}-}lA4FTR}n;(5F;|H<;@Kl8;yyDv`r zcmCpE_y3QUZ~n$}-}u4R>`(QttNY}K|KQml{@~dk{?HG9>5rUsxytPuKP=bu^oQk| z{?gyPKFj*e^;xceaF*}+bnEJSp8ERYy1wU$p{Yeczq_>ia^(tM996uDTgI;~;4X3LQy-VYZW%O%$g z)rUH-s}F@kS0DbNwfv#K)xG-AA30rp=&x3;KJ=#_S3mS#_0HH@5)^L(9?vg zAG+UN{SXIm^+SJzfAvFu5`OhVf7{`U8~>3{)~|l#V@hBCLtlI-=*#k*x7V+JKf`jJP9s~LV|;u0HZw;_4$$9YK6>o>K3W#-BY&ZN^^rfPz52-C z6J34e4@j=WFpAA6hU>c<{;uYN2yzxuHl_v**~1pVsA{i0d<^Ti7L zeaE1y-`7`M{l34nz50od4X=LUGo7oS_^{*ZC*Co+`iYmpS3mJw^y(*%?PrgCYJBy` z$E#P5e13BE$Q$QZkGyks^~lq(Kl#G$g_r(^|MP`|mk<8oSMT0DdF$j~-u>#sciy>m zeE-3VfAW9%YyawU;_j`Tll^f0n}dJtg@a%C^2xW3?(W_{yuUl#{f_VMoZNkPcYJsE z;MURZ=>?wu|{@xuky%moLlZ{j*+$e_e~O z%N6-&yDr~6y*l4-*SNcJ@T&*^=$p=W^W@>(caHAuPHyhrIC*fgEYOQT?|jSe{ImXg z=l8yM7GKwM`PUf_&R#h9!fzZt@M|}0^4;y@n@2mBJiLAXWcU8j-3Pn3K3M0vdwAz) z_u8?+Z@l>1F1=mKH`@{~m-WMXasO_&eYjh$#gFgrmTU5jEAw?f-g=dObgh1Gq94C- z@X!6(;|I6)tMdNQ+Ygpyan<*ZZXVsccl6HAfcpiyb#nLQ-r+qx=X1N(l`ft8)@WtOe zx&PqS!#gJr@7v(ZEbrKV?%%(4viq`WPb|^95AWYPetCCtZ}+v64^BS+<-=n?-+1xQ zxgHm`T6Yic?6%80Xj3)@ZHJ9_WogKdl4I{ePj?yaL`QLW*VyGQ;#e6YL!-o2wko6KqN-8+2y!SUNi z_m|!D!O4ly-@3P~ox9(9d3W>h?W5)1wEgtp@GYD3&f#4XxP#q&XZQB)qrD&6UP`h=;x7;b8-5HkUTh6sCqJQtdXYaC@>q+Zxt`~N< z?$XrQdF6xmPbEY$re1t#i15QFiMrzF+6@@7vb!Hj^K= zU3HzzD*nG;IQX4c?z%B|%KHya?0>gh@$rLgom!X6?JVo`=JCDz54N@KPH}I!<*(a2 zKmYcv<98qKKD&Isd+YGdTPG)vFsM?AC>F^12{)OpCI!EKd3Cc9QSj+8y56y=8UoKDYd0+gR7b z|K&e%@L#|1=B<;5-@3KCf8vPq-pTRZ2X=#dN4tl2mmT4r^?LH~!L~#H{Qccq$M+uG zdfD;n_U`cQw;cpJn-PAKL+J)!%yO@c7$K`|Q_`?>gph zhtTB=-#q@-tp}gmef`+tFDvtK_vRbF^`)=A`t?^|d*#coJO8WSc;)M_zxleA`0Sb7 zC7-#-Yp?(ME1$dZ;(zfOGrqaoCi3k%lz-Q`wjFGl%_-}623@{4qP=9Q>Vs z;NZXi%qzDaZ0pd@>7ez=@y!}IdT%`rE%)b7ZSFU2oxJ0||Hk26_XTsmcH&HjFYjLa zz$4|$%e~^6n_LbxzxG>Sd-c!0^3CP`v3qqrcrPQrb7+6u?;wt~-#+>L^{(^l_m)dN zT~XHJ8xK63+Iif-&4>37cVB~02d*#=^|J=)tK5s9Nj`xo4+q>Vk-#`4; zw~p@Hjn~cS=I=lymH$Ot#>#-Y+{24pO^#Swgx^pGl4zz5Z{pGgB zc)FFGW!s(CZRIfZ>`wjb4j?v}^E};ZPtU(@yZvr`z5SLmuA6YTY(qbN_LH5&Py3zu z`rJ0B6Zczm{cd;Plc{C1`f0yqw|ndJchWnDyY<2MkA2iyHo2?V23t40Eo;j=?Rw*H zYh&2~oVed8%Wkkd%djIjaXZ-B9elrk#-l~A$L#$# z4*ugmaqvIB@aK;__1ZtZx!#)|9NoTseLP)O`tpkB?&0n2DTQP8y_4gkXOGl3Pww6E zeBhf$9%q(oduR9RT^BiC_u%cx!sl!$r>)1=ZQ*Yn-`Oo2&kL!eV@H{r%Ol1z#d{v% zm!~D~93Q>&^6stcCoi7(9vyl7wPRWR9{!K+Jvj7i=Y#b*vXkCFxp&(I-Z^@Ed6f1d z@^3HO`OohRxU9`jp2A&^>C|P?PaR+On_+#Gw+!uE+j9-y7~K;w!!O@|>M*xo34UWe zT)%+3-fXXWE@ixBjVu?vex|TKrCV0aa|fJl{W#yUiu|)Z&9tJHla_V0oVKp6^*rmH zep_kVD9ei5?={QXbEfTS(RvTRUWrcK@9huo?)K|)XJtBl+cEdQUDxV%ZP#no0q^wZ z4*tpuZ+cW*Up^h~pA=s|01Dq=`oL>xSAFm3w$1R)?mNea%c&;c?j84kW!){DwB5c(mG|zQoZP(e;{UNcU4L^u z-8b8&T;DhNKE6$|Chad zvk$zqT>5$ee7o&v`yc&9X%9J?k1?mdXXMH_MHK|LBE-Uv+%G_ks71 zJYszI3%~G%U;LcsFu#3#|9IJTmMj0%@#~u(oV@GWEb`YM+}M5f_{dBA_gv{~N4x#? z_+dR%ySCjIesMd3e}1{$-#&H^Td&s-`{iD*-5VOuA1Rg_*}sn7*3H*<4|X?}>sW5k zM*C}@Irx@^{Uyu#mE~Y*S(nxK-o0Z_W^bLGyyFnJyifJo$Wh|MkZA&}!NIdVlG4372#49=^AG&+*iP z`f)o(-8lH87Y@E+S%2Az`OSy-?mx7Q`&)3wIsVqMH-OxkA3Df+rnX;2?ta$t>vz4> z`1Y~0-+Ax$(Y8^SsegI7`gLko==H+>zW2#;@2`00nw@jGa>w}f`)60eb|2ri=IeKN z-(KEIa%(QJ-Jp&7pT2PLYi{vR`^_8cB3^IBuYYjz-DNu-dQ`jr_OZoVw&Yii-GiL? zV0nt+Et_W-{=Vy7cE3OUbm6ya+&#Z>wkzHraF(+^y?)p{eZy+>w&mIKz-}?!;eE4i+28P>;vVM5o4aM1ee>1b zw%oqGKAi8D-YMJjJ%=NAbzuboL&Gjz4&a~fczIL)R*tR;i;hfQYzAhs! zuMO5sv>w-&Nq5_*+q+)dCUIOc^8V1jjJ>;_+qFC$;F))xcl)c`x(3 z%bTmO9{gk0#TRX|Zyr5(c+XRx<*E1n{i~Oqby-tiTrRV&sc(9#$GP^?Z0q6r{iMI- z{p~OO!Y?kH|MmC0C;HCvKJl$*?o`XZ`fCs0b+EmE{l38VX8n4p>zjDp`}oU+{p{f3 z3O>E3`Ng&;{@TOca%FbVZG~pktFOHI$~Rtr*$bh2>w*3HN`CX+$#;%DzrFF|?=J`L6yZB){AC$!)=0(vmrGTexkjtPA+`jL+QE z^^)2P|Mj0c_^U5CEG{?k{^1AfD?D$NzW1IL^%OI;Onw${Vk|_Ui7l>xNu*1!q3F=Ye2-Pv_J7r&Hf_x3_{FQNDEi z-~(?e{@rCQS~OqxE5HJ7lesRZUN5I_UEbH%9`3fq_5I&_&F!z$bGh5My_vdR!gAejys~>^w@l>w&u)9S?+oVa{+jmVIbqv0f9#!TTiRt{+j*JTMV6tL z_W}RH!4132^88|dSN8VKx*VT8%B&ma@V*b#^dQJF-jf$N1Ev zp7ZWknrm8~Ynk-MK`$KqmYe@mZvIQR4)1tny6o?VvZ?sM$f{U^)iA<><8 zx!<3>?~!V`&pXrp)3m>`J(=0L?(4<;lEbMZ_jbhDufywS8QU8C>80NeeA_Ks$mbr& z*N4jMWB>kX-m)Za@A_)Di$DD+?xW8focyfg)%ua(vh3F%aQgni(c#<6Tkt>Y=&*kY z{pQKL#~;`WyixhJ*VhI4sl&#N7yocs5r5Ak-P6w!_e*@eATGO|vM$cHr~bWn^=Dq% zzIn1+7Se|p%X(QC)W6qj?PniNZXEo#pE>voPv4wg?#Xu@-0pk0@K(_BzKzZ0t-a-Q z3p>^IT6=lH58tZ5LYaT$sO#2P9_`n)@*OWHp5D`3&9Y}deY*IX2h819zU^&( z>tlTfVZVcVv)g;JpIr_z?%Llz{`@=3j`@vsReK-Tv)1K={f7jf+cw~B$Jgs?_8X7z zch_gX-W+mx{N-P|@!}7+r*J#VZJPC9vn{=!mI1EU#WIAGu6L{TnalNRTIN}Px6btR zKD@1;{k`^jA(r#46Z+SX&mR2OS)Kgc&c6-q)X%ODC(AL-5yD&J%j`~G$6p>`-I{%2 z|BH1u*q*|CZaLR88+^B{5+^-fpzXYe%jbQbi|wCJZp*NL2(g+DzJBnJf9Y^p|E}tt z^)>Xee;sIwzK@vKX~xJf99(`;Jx#n z4=+7qS&qtXbbaA=xW4kUPk5(n{WNj;%Yx83yY}^szI9}2ysfdn0>_8#*x-Uk>%!f9_NqVo#w{N~ z`-IAa^4$+kKKCoz-NJtE$<8e=x0g3N{AGa`5c?ZluW$Vz==Slu%SWR}J`{WRgF|nE zdkW*R>He{mVITMG*4rh^Xg)i-ewOFB;a6VPo-`04r*+gU!@B!0DR7T@eYWL~$9AGZy(e{fv)hNo}$`R%%` zwl|x$?X}%C_S@|GUbx+-Y`We0LjHR5x%{UV{dz0+&NSz!ME%F;NR^!pDw*q_P4)Y-S)xIx`+79ewmj2#E!Y{DNen|bsyOXYprLmw@!2jA@tb$8O`0QtrzZ@B%=!{g;|s=RXW^xbDC-Z^~L zGZjbQ4^AARPTpVMxOEZ#UGH`Fe@E*3UZ(t=H9;k z)Avj2r~OJ>4y4b$7}=k0$$h$W{dl|_7uTI&c_O-8*Y+s9Kh!@vjo&>T$oJd!-Ny3c zOS|>S_d1;)mjV4_#_ihIIi0X=>g#Fu&kmM}?V2|Z{#Q?M-*m;t4!G-~V_VVd9|%|j z5AHoY+8={Hzkh$j^{vl#ywl-0u>CRC9e>v16GHE5u1~}44>w*sUDoDu)ypz0*Y4l_ zj<}t;e;@vt(|ruLo_)XfdpL6MzkY*Zo8#&8oAvsxmtfl?x2141`?puGm&KTG9Q+f@ zqO9XQJ=rzBb9~dEnAxdry!g+2vbfH+Ey&ZeE;Fo$fTtI5rGN8)^_lr*+ zDb^1$mgD&HgvL8f_aAudSnl)h9i6Q2P(E<|%XRr@ySnA3*IoO1QTOj!Jh%NneTZ3a z#wGWU7|V_MY5A+4^#-rk!FHo2_`5G0{5iMkt&{bV-fi{-WBDBXmiwB&5!^m6@D7AG zrH_}tE<5t#e0iEi_PAgV)|%w%fA7?>+R;WS;%zd*kqfcee-kJC2mwW!F2U^S@=KEZ4rw=SlC= zZTGJ{b2nZ7W^LUAx9eS(^SSN##`5MSXgi8x#iqG*;wXtvcLLT*T(h3hd-@7 zu?gI~Uq0QCfAGS=E5Et!O6y;It$W$~>)+1pcSRq;-Co`f@c8Y)YW)kl_1pE?({`}9 z@#1Y)xxW_QEt`M&XTK9|SLcN1_Q3Ue_n#JS&keT6!l!@4cYUH8dhW<{qc0P!OJZ#yYPDDH+_bAWB2OK_2Fl|U$1|!_QxD0mW#i?yi{1; z!SlFu{ha5y1I0_buP#sJyvgrYuAliX>-+jS`A^-O|3BZ8mrtGVez4rL*Xw)c@pk#6 z1b>;a{mL%kQQz^<0<6!i@0^&~3UF-O-GA2rHy_^iOwwb*jTisc&spnV_K@Md-~A!M zeQ^Il%C>XuAG!9MY=8IPw#~Bsw$Gbh^?>V|_UGMJ<+6eQ_&zKd}1X z`gpj%tNrwI49mFvO~ro0J+sW)Yy9mIZF$nNZbiReH{^0Y$F=PNWEtHiUEUI0HtKSo z^|AiO!9RKM4?X*->x=)0-#!1~=fU6lj6a-z=1ea?`{d^Ona!Ws-sAUoaJw(vKJ>B4 z+dg;oN#daw$xb@)hs@hYy=-`U?k zT;4BSU!z;T|F^PpiH$SM>bRUtXz@ufQY}C%kUqH=RHV4%avVGE5far&CU(2+M1Ekp z8-Xh2YNy(ERpYYTonDRx4M+^lV~`LGLSn>h7&g$-Yz9_57N8Mg1p+aG4H6RKv4G8p z;rBo1-0x9UPSR48`X2YY_uTWo=bU?uR~0L3rjp;Wu;e=xyvnF;QS(STq=2~DUT81f zoX_`^m!bYZekmXvbl(kxy|J;?X(_72@{ZwNzZf19HEFM{F18xKG=(dGbT<|M7*EzS zO~qimZRQM^FOg+7p{WjAO#T3`xiWP@;PW*oa)CixgT(Ejpuy(-(Oh=FI$h?r%+xCQ zWoB=&@IR)sbK~v(?MEdO6!ThRUhmO;jRgYm>Up=d#aLfG#P4Mgv^pD}-Xixf`Owr3`k!y0o}RXz8aJp$2OWudxtz zrlPNi{Hi~e1qPlvMWIiiRGov;Z<3y#_lVObg;2*AF9V;63Su=Fj-Qe@qbuZUXmEO0 zT+$nP@{2kbd^%`-82a*&Fe)ag8V<;BW-EuKzVX9#2n@g@irlOzsYcR^V2I#d zYRWU^90jdCr|F*%(4DWgeT@X+_~`{RS?>;?QdLsrXgN~7nkoY3r*iD`?apRrYk#Lx zs-w-(AtLyc6j1N!2o1-Mh>BX1$gQWgO@U^5NTB3`1&{#;eyrm+7M;n>>QUm7 z)FfXxlSq#|wZ(^eDZu1Q-j1+fI$<5DFs9{ z5m0H(A;=)$KeL*eg@l)2{9`P`=l6H^_spIgj*e^gWCgwZ#plkurr2JRm2pYTLHT^X zzmqd^Qh7wBY#c_-f^p~{Fauq}*Edxs#p3n+Yo2eT)bw3knE!dBkX z-XYSiS1YKcR^tmVPs7?YuQZ>GsFzoAClmgoOnGUwtkD zKDDrJu_gqN97vdC0w(13(^wio2Mhe`T=vfV9_wASpk;FMgV7lwELK;p(8)NyH^4+( zuxHlA6m|bl#g*(o=sfIf$w}H`(+v5P;d@xtE){x-3tEjY`Sdjc@ZQ6e`Y7D^KwS7r z&WGdHMs&*WQVnRs)=1CjxrV201p+5?2?cLUK$z*x?6W)C0c)uN8@usCw6SMJzQCSm zzdV;M@4*JUoxMj}8?WVtpk3QXIEj~U1#1w4MtKu$ias>7kjYA@F3p%+-g>+&$8#Ip4AXHNRs%q{q;x zUU0wYM>z_z#yIuXRnknWd0Qm@iH_;c9C1RYCMaIRnC(985(=i`G2!g(?niwT^7i^> z=@PB3SjBQj5kc3g8|=rRr#eUmUq`4U3#M*U8DSlNZ?jNf441=gFutiz>aNb}iWZai zI>!Ta?(Y7>&i4M6;Kti}Fzh|+os1~-VilfdioS12mp*jW5-suEJ;aqUAo zoEjE38K>D7%CYdfZK_u7X8ybh-rqQNi`J zea9{FJX`)R3yUjlN2Xcn}B8jphimn4Er$wp60nhu9?6a zN#Mt}!$5+%F6k+&?n-cP<*Ta;ch?%vo&#BX<@pkPe_xeJoXRk;Op&r)Z0@IvlcEdM9!i*~ ztuF=+L|?BM-{}rcR7)$5Qfam38#{UV8ux%s>@#?TP~|ZP2yos4(Nam%=m_pRzKF^( zE7ncdk9FFJMKD^8zfz@Ga9f(Buwg)QQJE@tTWsRcbh-2>y%~<$ym^&$a+*Gm0t24L zi#+&PS$XTLf(%E$Bc$f5+QjL}QNu;T4wnf*TsCu%#BaU1yHW{Vymkcu(nN8qJySf% z_%I<4Nr7SQ(WZ9jt5>W3tv@P}iEI4rSF-P3L;XGKosXU%w(UhTWJ|s;&q3cd{=m~q z6JWAl;Wh4`4tj&L-o*(8nn&F;Rb-H{Ij`_vpU5JmVb8kMv@?eU>qUjqJnr>R`cL2} zt-ugIben837WVX zuZeYH22VALA)u*MU_D3D{a~YL$Bev+$%dmp5UmYqnj5SlJqo3D8*t^pGi2EGH1Q3W z#yb24_k=2`5~U?qKJ+=M`X<63rJ)4HrWiBYmKg_0sR0-s#|5*OnELA2@)0RI2Ll1&#Zf0D`I%x%y zlg!~t6p1ekJZ%)Dlccp1m@W?`vI}TwJ4;wp1@cLmoS`% z{r8C@HDxjUhZGNAQ z`zKW+?m5)^588{`65)1uw|msZ{oCa@6fz8<5L%7Dt=P*N_ah^kD9A~cF^(H!$~=r& zbLA7~qFHzq+-Lw->u#%T5$RHotZ~`<=Os zAwg>jW7ynOH!>=<#wnt{hV?l8%6&-YCUj0AQZvlYrOr*Vf+)5NP=$|I(q-RN*N%tc z=#0T3B`rc7LPSDZ2MMIT5_&}ZWf6J&56R;O`qg24jv9>0@G8W78a_`|E7oAAiR-l4 z^fKe+Gohu;hF{8pG$XEjQabN1RH;oY>PTD_gvc{RxWo)seFsLo*L-2OR`%T++1Ib_ zfq~5trP*ERR=OVa5l?rcu$D3QMnslKa6T^F%gU}2oLY+i4hM%gtX`2RbQezWgzt>j z#Blel_MYX4P)ZC0tB>jvoIS{P-aYYhTRli>qza^cr6q#xRk57Cs32peGmbcs&K+oZ zNq}#1V8WyhjW|*4?q{7)2ulD1*2UqVi{KclgSxH8->8~MxZ;OMgyDTLO@~C$SV%RVA23VcX+iwP;kqF`rEGoWS?49N9Dh-{nY- zb?)8&jXps?Xas-8mWsvclX#g(!IN3@k1618i!e0uNgH{%3*f`!khU;F@y5J&(W>~y zDaLJ5fdPRg$%pt&ymP5?5^`Hmk!vR;7Y;&vZ76AF|Mr>e-{*EnsP!+$p*?`t3Jbvn zx*n5c5f|*`(Ds~bJ$4C67KRt6c%5jf{)d#Ls!nub#g{i;2q6GA&Nko-4 z1!v;}sQ}IPDNOZqi)t}+8`2@zT@&A1S;}9v1qYl~l*q!kNUyYO&We=N3|);@hionwwQoG)^o>0L`2qkVxUd`M|MQpu-=Y=-^I-pZ&6il`srK4OBC}nXT~{ zqnU#yeuXOiBy{|k1f||2}Ze+h=x;9)2xjt+X8KZL2I&IgOsA7BXM{r>ss$w#` zw*2ZIegIaraD?v#{>(KcPL#HK`Qet)5WsZGP?FvUuI=y3ODl?zDK)qt;^51qH2y=z z@3Y`?(kkb5X1F4=fH;I0%xdkTcMPAo9yzr3%)|}Xv;rSP&xNx2Z0bC zC){!w=;g{V9E>Y;@F*rzAUjq!)mc2`nPHvg&V%t$IoftE67W7zfy;srTo>L%Xk;jo zgfrkkY@9TeLEO1bG{Q~z%8l%Mb9+~C8pJv44>-E`tcS*dY81U=q(nY8GkE=E)5k!2 zwAb3pI>~Cx;$S>D8d_|NJIvdLwse>>y=SojY!AER37b)VjgzU#7k=zREsJdTg35dE zb83XtvBhGD>Mg^~CpwA3POXrgxwCLiJ5%T~@0_Dy8$5d~2-%rQq%St+IfQpOJq zzG5~@3F1h95af4VdoMTi1xGz5^zS(2EBDodjS6J)qJmHE+yEC?R|R-oZ{RGEe|R(gXzoCJ054YV7>#nX=bRbbbWU%g1^uag8e4XY!N zT8*#U!oa3fVxZ6+O;GcIgNZn!+~d3xz~MeY?rd(>v8^7g} z-e_1|(f5DuV(`AI1W6g5_gZdR3kFB<#%VF0Z}lk*SG@4illSmKJUWn8mAl007EUKy zfcRQCr`7mc^2)SHyw(+RjWeU4t5t$|9n-<8-D8E1yec>zZF z-%wlJRS?XxBq&oMf&$rLfWWvXz6y_~zlj9)(stKkrweSs z;HXd|+{8C77PF#Wt?VyuWM6R?$sLuM4u;%j`4T9K_8RIaq}=2836hj8KocE~sIbAq zmXPb%Ep~ShX(n5o3?;fl`$;ZMUPdQi<2+wl&_a+f#U*EXsgOS@OP)WYw{a|q%RYn( zcX|#{d+@Mrw_fiL&~p?s99w67c|RPp{*ndZ zSfe2aF@B?Bd|r}cjqMy&kbs`}zfF1gvMy@MsYrb!?9m`0kV{_%1RA+_UbH2p9b+bh zD%@Z!nh@g5=AMLbtA3a!KVUfJHxc2LWZ)+ip^JPLhm-S&1?}w>8g=8Fe z?shVr@(3kprf!@XTm(V5N;V9#Xjh^I*3+{j-$5W~V&0^PltU$Uv#C?ZFKGjwwz7}E zKl{_`8y?gkn`Rn~TC@qK5$hK7oQ`2?fSMu;o|?_+nmgW<`R#Trfy>9LAM_~WtV0k? z3Z~#-qd73z2W!}kdUzXdj&vvXO30wHm!@xumzxnm)y++!Ip>!;li$Qv&{Hqo{fNJs zkQNE!yvdgi|KlQp6yabWe$|91tru`aY`tLS4L&3oR-hC2L2&~@07$9*0S4w+tjds@ z5rLq}lA>5f4|>OxofE!49I@NjQ zb_1D)nVEBNp5d@o8{Yk#kR!N9oW@YbLHx2=zYHGRL$j}N6BdfBn%Wi%orEs2mNrsE z$T=j-=FyD)3yhVl7WHx*~G;jRl1pIa&O=LiGKb6FgzSiZ2-ghu1Ka z6iMK`U{QJk0P4HoQ?4tl%AH4jxNzEN3k0WOIyWjshe~yQD8XwVlO*D!=!-df3&sm4mIKoDvy+16d z=EUjXZn6bX{b^`s^1bWXpU>^dWX?#X+o?0|BoZ!HVa8bHQqzuVGm(L487D+?454QS zf(q1g_#eBlyuF>t(_SF}8(a2?RI^=>0M3He=mgA$7ksFEwy9AQd_PrBTu){G^g-y4rta>VBAx5j^p3OwYN%YqGBN9-F0JWV%A7GrZ1<(QSxk z%smP?Z2r8A>omvp`HFZb_#YBr{Ks%SrCenb99L;6V>o_+qlPkv{XdmLNTuW3_ZYBAAnF9%FCn~x+ zhLYS*jM4uPk=CKLu1kX%MOWH3Bka!Qy*O@5B<3~=qf^@7TR5BO@$EH_-xSNND(Pt| z>hlA3qUfWgTbO|J8d%#Wbm`%kU3Knex&Tf9U$sXy)_U0-T5yAQztj{N;qUT?__DBvWIi*`1NIb35 z8Tif>Jj}*N6w+0q=dtglQiNBPl#m0PBzT1fD~p6lKp=ps0+7EgC5`_61s&stvKUt+ z(pKLmc*6)@C2jK-$<-t72Wlg%mJiI~(O7!CNz{qG0+(HOk3~yLOgWX0Dzz=fFt5AS z_yes5L57h?DN|z>x}XGCI3pw!YlhG^Y6uDNpO%rMTKBb|#$&k3~hR0t=L9{VEv(~$D|E2D?H z34o)KQHIAs9Ik487?pC7i8n?meyyuk_V?GapP$QCm>Nh`IWq zkp2q3?DotfaH8fC@zp+DSosG!H+!>-DN92!`fO z$t|CL(5F~PXBRd7BORYa#4ns*9DiDBz?g;9fOqAF++c;&cWf~H(IgBiGV?^4v|CJ0h|-wFSK3Yic!oBKZS2ypY0Q(3OqnD}VkDZwOTK9)&A&L+JuoyGq0tbo@a!x)&CFTE|1W(NqgWa+a-Y@OBrnOVc`V*V01^JMU}Yz$TEJnq(qEa+ zq7wF9<~vbm6h_@4G5i?i1y7P1m%#dN30fxLxJ=Rh^fwX=$T*k!vGNhIb_#B&iBei* z6e&;v?@_x{yKF81lYqNW_>AWe&GuDW*$-sb;myYP(U9NlcGf^RNQszg4z6wdC~tRF zU&Mk}U4}}C*V%Wj^M`FZ^36f;6w=5$eyG3VXg!9LubQeh%?TDr*ouf&1jbicGur~b z@`7dwiL+CY=loqD0HBsN1*lI(M;@N4(v^C14%maow6bb7zNWB{VCN?=J{wiW&04x@ zDkTmoK6cbH*_t#huS1m-^KeDt98QT|#B~d$H_^`ZP?|P_zA)p5NMQ*K4Kz>cF`}Vp zbT*U-_@sKKn1%8vp@$|8qb)!Aa|!(UpZ%eok87^%CC6gmC7?}Qs-}qUGeT_*$MLtF z3s(ad>I2(_P*qb#5p5=+N=YhcU*|IWX}s<`GorhvHfqhen@umxGM%c3U+;k6e%Q)r V(#i@ZjE8THnAT(!gb2pG_5ZYwKd}G+ literal 0 HcmV?d00001