From 087d55979c147245b93f15ecb45b7a666daa05c7 Mon Sep 17 00:00:00 2001 From: Adrien Beraud <adrien.beraud@savoirfairelinux.com> Date: Mon, 6 Mar 2023 11:22:33 -0500 Subject: [PATCH] whisper: use whispercpp to avoid glitches Change-Id: I3def6db3eed39b1e9a5feb2d8f4b664de60bd1d2 --- WhisperTranscript/.gitignore | 1 - WhisperTranscript/CMakeLists.txt | 35 +- WhisperTranscript/ModelProcessor.cpp | 441 ------------------ WhisperTranscript/ModelProcessor.h | 141 ------ WhisperTranscript/PluginPreferenceHandler.cpp | 7 +- WhisperTranscript/PluginPreferenceHandler.h | 4 +- WhisperTranscript/Preprocess.cpp | 347 -------------- WhisperTranscript/Preprocess.h | 94 ---- .../TranscriptAudioSubscriber.cpp | 183 +++----- WhisperTranscript/TranscriptAudioSubscriber.h | 38 +- WhisperTranscript/TranscriptMediaHandler.cpp | 12 +- .../TranscriptVideoSubscriber.cpp | 72 +-- WhisperTranscript/TranscriptVideoSubscriber.h | 2 +- WhisperTranscript/build.sh | 203 ++++---- .../data/accountpreferences.json | 80 +++- WhisperTranscript/data/assets/.gitignore | 1 + WhisperTranscript/data/assets/mel_filters.bin | Bin 64328 -> 0 bytes WhisperTranscript/data/assets/tokenizer.bin | Bin 509420 -> 0 bytes .../data/locale/WhisperTranscript_en.json | 15 +- WhisperTranscript/data/preferences.json | 225 +-------- WhisperTranscript/ffmpeg/package.json | 7 +- WhisperTranscript/ffmpeg/rules.mak | 13 +- WhisperTranscript/package.json | 1 - WhisperTranscript/stt_whisper.cpp | 266 +++++++++++ WhisperTranscript/stt_whisper.h | 43 ++ WhisperTranscript/whispercpp/package.json | 17 + WhisperTranscript/whispercpp/project.patch | 97 ++++ WhisperTranscript/whispercpp/rules.mak | 27 ++ lib/accel.cpp | 5 +- lib/common.cpp | 1 + lib/frameUtils.cpp | 4 +- lib/resampler.cpp | 140 ++++++ lib/resampler.h | 74 +++ 33 files changed, 985 insertions(+), 1611 deletions(-) delete mode 100644 WhisperTranscript/ModelProcessor.cpp delete mode 100644 WhisperTranscript/ModelProcessor.h delete mode 100644 WhisperTranscript/Preprocess.cpp delete mode 100644 WhisperTranscript/Preprocess.h delete mode 100644 WhisperTranscript/data/assets/mel_filters.bin delete mode 100644 WhisperTranscript/data/assets/tokenizer.bin create mode 100644 WhisperTranscript/stt_whisper.cpp create mode 100644 WhisperTranscript/stt_whisper.h create mode 100644 WhisperTranscript/whispercpp/package.json create mode 100644 WhisperTranscript/whispercpp/project.patch create mode 100644 WhisperTranscript/whispercpp/rules.mak create mode 100644 lib/resampler.cpp create mode 100644 lib/resampler.h diff --git a/WhisperTranscript/.gitignore b/WhisperTranscript/.gitignore index a55df1d..f31f07c 100644 --- a/WhisperTranscript/.gitignore +++ b/WhisperTranscript/.gitignore @@ -1,6 +1,5 @@ *.mp3 /WhisperTranscript* -libonnxruntime.so* /libonnxruntime.dylib /processed.mp4 *.so diff --git a/WhisperTranscript/CMakeLists.txt b/WhisperTranscript/CMakeLists.txt index a55f5c4..d1e06ff 100644 --- a/WhisperTranscript/CMakeLists.txt +++ b/WhisperTranscript/CMakeLists.txt @@ -58,11 +58,11 @@ set(plugin_SRC main.cpp PluginPreferenceHandler.cpp TranscriptAudioSubscriber.cpp TranscriptVideoSubscriber.cpp - Preprocess.cpp - ModelProcessor.cpp + stt_whisper.cpp ./../lib/accel.cpp ./../lib/frameUtils.cpp ./../lib/frameFilter.cpp + ./../lib/resampler.cpp ./../lib/common.cpp ) @@ -70,8 +70,7 @@ set(plugin_HDR TranscriptAudioSubscriber.h TranscriptVideoSubscriber.h TranscriptMediaHandler.h PluginPreferenceHandler.h - Preprocess.h - ModelProcessor.h + stt_whisper.h ./../lib/pluglog.h ./../lib/mediaStream.h ./../lib/audioFormat.h @@ -98,6 +97,7 @@ target_include_directories(${ProjectName} PUBLIC ${PROJECT_BINARY_DIR} ${ONNX_DIR}/../include/session ${ONNX_DIR}/../include/providers/cuda ${CONTRIB_PATH}/build/yaml-cpp/include + ${CONTRIB_PATH}/build/whispercpp ) target_link_directories(${ProjectName} PUBLIC ${CONTRIB_PATH} ${CONTRIB_PATH}/build/fmt/msvc/Release @@ -110,7 +110,7 @@ target_link_directories(${ProjectName} PUBLIC ${CONTRIB_PATH} target_link_libraries(${ProjectName} PUBLIC libyaml-cppmd libavfilter libswscale libswresample libavformat libavcodec libavutil libvpx libx264 libopus - libmfx fmt libzlib freetype ws2_32 Bcrypt Secur32 onnxruntime msvcrt) + libmfx fmt libzlib freetype whisper ws2_32 Bcrypt Secur32 msvcrt) add_custom_command( TARGET ${ProjectName} @@ -120,6 +120,8 @@ add_custom_command( COMMAND ${CMAKE_COMMAND} -E copy_directory ${PROJECT_SOURCE_DIR}/../contrib/yaml-cpp ${CONTRIB_PATH}/src/yaml-cpp COMMAND ${CMAKE_COMMAND} -E copy_directory ${PROJECT_SOURCE_DIR}/../contrib/freetype ${CONTRIB_PATH}/src/freetype COMMAND ${CMAKE_COMMAND} -E copy_directory ${PROJECT_SOURCE_DIR}/ffmpeg/ ${CONTRIB_PATH}/src/ffmpeg + COMMAND ${CMAKE_COMMAND} -E copy_directory ${PROJECT_SOURCE_DIR}/whispercpp/ ${CONTRIB_PATH}/src/whispercpp + COMMAND python ${DAEMON}/compat/msvc/winmake.py -fb whispercpp COMMAND python ${DAEMON}/compat/msvc/winmake.py -fb fmt COMMAND python ${DAEMON}/compat/msvc/winmake.py -fb yaml-cpp COMMAND python ${DAEMON}/compat/msvc/winmake.py -fb zlib @@ -136,34 +138,17 @@ if(TESTPROCESS) PRE_BUILD COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/testPreferences.yml ${PROJECT_BINARY_DIR}/ COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/jfk.wav ${PROJECT_BINARY_DIR}/ - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime.lib ${PROJECT_BINARY_DIR}/Debug - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime.dll ${PROJECT_BINARY_DIR}/Debug - COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/modelSRC/mModelEncoder.onnx ${PROJECT_SOURCE_DIR}/data/assets - COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/modelSRC/mModelDecoder.onnx ${PROJECT_SOURCE_DIR}/data/assets - COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/modelSRC/mLogSoftMax.onnx ${PROJECT_SOURCE_DIR}/data/assets + COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/sample.mp4 ${PROJECT_BINARY_DIR}/ + COMMAND ${CMAKE_COMMAND} -E copy ${CONTRIB_PATH}/build/whispercpp/ggml-base.bin ${PROJECT_SOURCE_DIR}/data/assets/ ) else() add_custom_command( TARGET ${ProjectName} PRE_BUILD COMMAND python ${PROJECT_SOURCE_DIR}/../SDK/jplManipulation.py --preassemble --plugin=${ProjectName} - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime.lib ${JPL_DIRECTORY}/lib/${CONTRIB_PLATFORM} - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime.dll ${JPL_DIRECTORY}/lib/${CONTRIB_PLATFORM} - COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/modelSRC/mModelEncoder.onnx ${JPL_DIRECTORY}/data/assets - COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/modelSRC/mModelDecoder.onnx ${JPL_DIRECTORY}/data/assets - COMMAND ${CMAKE_COMMAND} -E copy ${PROJECT_SOURCE_DIR}/modelSRC/mLogSoftMax.onnx ${JPL_DIRECTORY}/data/assets + COMMAND ${CMAKE_COMMAND} -E copy ${CONTRIB_PATH}/build/whispercpp/ggml-base.bin ${JPL_DIRECTORY}/data/assets/ COMMENT "Assembling Plugin files" ) - if(NVIDIA) - add_custom_command( - TARGET ${ProjectName} - PRE_BUILD - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime_providers_shared.lib ${JPL_DIRECTORY}/lib/${CONTRIB_PLATFORM} - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime_providers_shared.dll ${JPL_DIRECTORY}/lib/${CONTRIB_PLATFORM} - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime_providers_cuda.lib ${JPL_DIRECTORY}/lib/${CONTRIB_PLATFORM} - COMMAND ${CMAKE_COMMAND} -E copy ${ONNX_DIR}/onnxruntime_providers_cuda.dll ${JPL_DIRECTORY}/lib/${CONTRIB_PLATFORM} - ) - endif() add_custom_command( TARGET ${ProjectName} POST_BUILD diff --git a/WhisperTranscript/ModelProcessor.cpp b/WhisperTranscript/ModelProcessor.cpp deleted file mode 100644 index 6c86601..0000000 --- a/WhisperTranscript/ModelProcessor.cpp +++ /dev/null @@ -1,441 +0,0 @@ -/** - * Copyright (C) 2022 Savoir-faire Linux Inc. - * - * Author: Aline Gondim Santos <aline.gondimsantos@savoirfairelinux.com> - * - * This program is free software; you can redistribute it and/or modify - * it under the terms of the GNU General Public License as published by - * the Free Software Foundation; either version 3 of the License, or - * (at your option) any later version. - * - * This program is distributed in the hope that it will be useful, - * but WITHOUT ANY WARRANTY; without even the implied warranty of - * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - * GNU General Public License for more details. - * - * You should have received a copy of the GNU General Public License - * along with this program; if not, write to the Free Software - * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 - * USA. - */ - -#include "ModelProcessor.h" - -#include <pluglog.h> -#include <common.h> -#include <limits.h> - -const char sep = separator(); - -const std::string TAG = "Transcript"; - -namespace jami { - -ModelProcessor::ModelProcessor(const std::string& path, bool acc) -{ - loadTokens(path + "/assets/tokenizer.bin", vocab_); - -#ifdef __ANDROID__ - initModels(path + "/assets/mModelEncoder.ort", path + "/assets/mModelDecoder.ort", path + "/assets/mLogSoftMax.ort", acc); -#else - initModels(path + "/assets/mModelEncoder.onnx", path + "/assets/mModelDecoder.onnx", path + "/assets/mLogSoftMax.onnx", acc); -#endif -} - -ModelProcessor::~ModelProcessor() -{ - endModels(); - Plog::log(Plog::LogPriority::INFO, TAG, "~ModelProcessor"); -} - -void -ModelProcessor::endModels() -{ - if (encoderSession_) { - delete encoderSession_; - encoderSession_ = nullptr; - } - if (decoderSession_) { - delete decoderSession_; - decoderSession_ = nullptr; - } - if (logSoftMaxSession_) { - delete logSoftMaxSession_; - logSoftMaxSession_ = nullptr; - } -#ifdef NVIDIA - if (cudaOptions_) { - ortApi.ReleaseCUDAProviderOptions(cudaOptions_); - cudaOptions_ = nullptr; - } -#endif - if (env_) { - env_.release(); - env_ = NULL; - } -} - -void -ModelProcessor::initModels(const std::string& encoderModelPath, const std::string& decoderModelPath, const std::string& logSoftMaxModelPath, bool activateAcc) -{ - try { - sessOpt_ = Ort::SessionOptions(); - - try { - if (activateAcc) { -#ifdef NVIDIA - Ort::ThrowOnError(ortApi.CreateCUDAProviderOptions(&cudaOptions_)); - - // std::vector<const char*> keys{"device_id"}; - // std::vector<const char*> values{"0"}; - - // Ort::ThrowOnError(ortApi.UpdateCUDAProviderOptions(cudaOptions_, keys.data(), values.data(), keys.size())); - Ort::ThrowOnError(ortApi.SessionOptionsAppendExecutionProvider_CUDA_V2(sessOpt_, cudaOptions_)); -#endif -#ifdef __ANDROID__ - Ort::ThrowOnError(OrtSessionOptionsAppendExecutionProvider_Nnapi(sessOpt_, 0)); -#endif - } - } catch (std::exception& accelException) { - Plog::log(Plog::LogPriority::ERR, TAG, accelException.what()); - Plog::log(Plog::LogPriority::ERR, TAG, "Acceleration not available, loading models for CPU."); - } - - sessOpt_.SetGraphOptimizationLevel(GraphOptimizationLevel::ORT_ENABLE_ALL); -#ifdef WIN32 - encoderSession_ = new Ort::Session(env_, string_utils::to_wstring(encoderModelPath).c_str(), sessOpt_); - decoderSession_ = new Ort::Session(env_, string_utils::to_wstring(decoderModelPath).c_str(), sessOpt_); - logSoftMaxSession_ = new Ort::Session(env_, string_utils::to_wstring(logSoftMaxModelPath).c_str(), sessOpt_); -#else - encoderSession_ = new Ort::Session(env_, encoderModelPath.c_str(), sessOpt_); - decoderSession_ = new Ort::Session(env_, decoderModelPath.c_str(), sessOpt_); - logSoftMaxSession_ = new Ort::Session(env_, logSoftMaxModelPath.c_str(), sessOpt_); -#endif - isAllocated_ = true; - Plog::log(Plog::LogPriority::INFO, TAG, "Model is allocated"); - } catch (std::exception& e) { - Plog::log(Plog::LogPriority::ERR, TAG, e.what()); - } -} - -/* from whisper.cpp */ -// the most basic sampling scheme - select the top token -whisperTokenData -ModelProcessor::whisper_sample_best(const float * probs) -{ - whisperTokenData result = { - 0, 0, 0.0f, 0.0f, 0.0f, -1, -1, 0.0f, - }; - - int n_logits = vocab_.id_to_token.size(); - - std::vector<std::pair<double, int64_t>> probs_id; - probs_id.reserve(n_logits); - - for (int i = 0; i < n_logits; i++) { - probs_id.emplace_back(std::make_pair(probs[i], i)); - } - - { - double sum_ts = 0.0; - double max_ts = -1.0; - double max_tx = -1.0; - - for (int i = 0; i < vocab_.token_beg; i++) { - max_tx = std::max(max_tx, probs_id[i].first); - } - - for (int i = vocab_.token_beg; i < n_logits; i++) { - sum_ts += probs_id[i].first; - if (probs_id[i].first > max_ts) { - max_ts = probs_id[i].first; - result.tid = probs_id[i].second; - } - } - - // if the probability sum of all timestamp tokens is higher than the max probability of the text tokens - sample a - // timestamp token - if (sum_ts > max_tx) { - // ref: https://github.com/openai/whisper/blob/0b1ba3d46ebf7fe6f953acfd8cad62a4f851b49f/whisper/decoding.py#L430-L438 - for (int i = 0; i < vocab_.token_beg; i++) { - probs_id[i].first = -INT_MAX; - } - } - - result.pt = max_ts/(sum_ts + 1e-10); - result.ptsum = sum_ts; - } - - // find the top K tokens - const int top_k = 4; - - std::partial_sort( - probs_id.begin(), - probs_id.begin() + top_k, probs_id.end(), - [](const std::pair<double, int64_t> & a, const std::pair<double, int64_t> & b) { - return a.first > b.first; - }); - - probs_id.resize(top_k); - - int res = 0; - while ((probs_id[res].second == vocab_.token_sot || - probs_id[res].second == vocab_.token_solm || - probs_id[res].second == vocab_.token_beg) && - res < (int) probs_id.size() - 1) { - res++; - } - - result.id = probs_id[res].second; - result.p = probs_id[res].first; - - return result; -} - -void -ModelProcessor::filterLogits(std::vector<float>& logits, int offset) -{ - // Remove all no speech tokens - for (const auto idx : vocab_.noSpeechTokens) { - logits[idx] = (float)-INT_MAX; - } -} - -void -ModelProcessor::filterLanguageLogits(std::vector<float>& logits) -{ - // Leave only the language tokens - for (size_t i = 0; i < logits.size(); i++) { - if (vocab_.languageId2Tokens[i].empty()) - logits[i] = (float)(-INT_MAX); - } -} - -whisperTokenData -ModelProcessor::getToken(std::vector<float>& logits) -{ - Ort::RunOptions runOption; - std::vector<Ort::Value> logSoftMaxInputs; - logSoftMaxInputs.emplace_back(Ort::Value::CreateTensor<float>(allocatorInfo_, - logits.data(), - logits.size(), - logitsShape_.data(), - logitsShape_.size())); - - auto softmaxOutputs = logSoftMaxSession_->Run(runOption, - logSoftMaxInputNames.data(), - logSoftMaxInputs.data(), - logSoftMaxInputNames.size(), - logSoftMaxOutputNames.data(), - logSoftMaxOutputNames.size()); - - float* probs = softmaxOutputs[1].GetTensorMutableData<float>(); - return whisper_sample_best(probs); -} - -std::string -ModelProcessor::feedInput(std::vector<float>& melInput, const std::string& preferenceLanguage) -{ - std::lock_guard<std::mutex> l(mtx_); - if (!isAllocated_ || !logSoftMaxSession_ || !encoderSession_ || !decoderSession_) - return ""; - Ort::RunOptions runOption; - try { - Ort::Value melInputTensor = Ort::Value::CreateTensor<float>(allocatorInfo_, - melInput.data(), - melInput.size(), - melInputShape_.data(), - melInputShape_.size()); - audioFeaturesTensor_ = Ort::Value::CreateTensor<float>(allocatorInfo_, - audioFeatures_.data(), - audioFeatures_.size(), - audioFeaturesShape_.data(), - audioFeaturesShape_.size()); - // Run the encoder graph - encoderSession_->Run(runOption, - encoderInputNames, - &melInputTensor, - 1, - encoderOutputNames, - &audioFeaturesTensor_, - 1); - } catch(Ort::Exception e) { - Plog::log(Plog::LogPriority::ERR, TAG, e.what()); - return ""; - } catch (...) { return ""; } - std::vector<float> currentTokensP {}; - - try { - auto isMultilingual = vocab_.is_multilingual(); - std::vector<int64_t> currentTokens {}; - currentTokens.emplace_back(vocab_.token_sot); - currentTokensP.emplace_back(1); - - std::array<int64_t, 1> offsetShape {1}; - - if (isMultilingual) { - if (preferenceLanguage == "auto" - || vocab_.languageTokens2Id.find(preferenceLanguage) == vocab_.languageTokens2Id.end()) { - std::vector<float> currentKVCache(MODELKVCACHESHAPE * 1 * currentTokens.size() * MODELFEATURESHAPE, 0.0f); - std::array<int64_t, 2> tokenShape {1, 1}; - int64_t offset = 0; - std::array<int64_t, 4> kvCacheShape { MODELKVCACHESHAPE, 1, 1, MODELFEATURESHAPE }; - - std::vector<int64_t> token = { currentTokens.back() }; - - // Run the decoder graph - std::vector<Ort::Value> inputsVector; // {audioFeaturesTensor_, tokensTensor_, kvCacheTensor_, offsetTensor_}; - inputsVector.emplace_back(Ort::Value::CreateTensor<float>(allocatorInfo_, - audioFeatures_.data(), - audioFeatures_.size(), - audioFeaturesShape_.data(), - audioFeaturesShape_.size())); - - inputsVector.emplace_back(Ort::Value::CreateTensor<int64_t>(allocatorInfo_, - token.data(), - token.size(), - tokenShape.data(), - tokenShape.size())); - - inputsVector.emplace_back(Ort::Value::CreateTensor<float>(allocatorInfo_, - currentKVCache.data(), - currentKVCache.size(), - kvCacheShape.data(), - kvCacheShape.size())); - - inputsVector.emplace_back(Ort::Value::CreateTensor<int64_t>(allocatorInfo_, - &offset, - 1, - offsetShape.data(), - 0)); - - auto outputs = decoderSession_->Run(runOption, - decoderInputNames.data(), - inputsVector.data(), - decoderInputNames.size(), - decoderOutputNames.data(), - decoderOutputNames.size()); - - auto logitsTensorInfo = outputs[0].GetTensorTypeAndShapeInfo(); - auto logitsData = outputs[0].GetTensorMutableData<float>(); - - { - std::vector<float>logits(logitsData, logitsData + logitsTensorInfo.GetElementCount()); - filterLanguageLogits(logits); - auto it = std::max_element(logits.begin(), logits.end()); - currentTokens.emplace_back(std::distance(logits.begin(), it)); - } - } else - currentTokens.emplace_back(vocab_.languageTokens2Id[preferenceLanguage]); - currentTokens.emplace_back(vocab_.token_transcribe); - currentTokensP.emplace_back(1); - currentTokensP.emplace_back(1); - } - - std::vector<float> currentKVCache(MODELKVCACHESHAPE * 1 * currentTokens.size() * MODELFEATURESHAPE, 0.0f); - std::array<int64_t, 2> tokenShape {1, (long)currentTokens.size()}; - - for (auto i = 0; i < sampleLen; i++) { - int64_t offset = isMultilingual ? ( i == 0 ? 0 : i + 2 ) : i; - std::array<int64_t, 4> kvCacheShape { MODELKVCACHESHAPE, 1, static_cast<int64_t>(currentTokens.size()), MODELFEATURESHAPE }; - - std::vector<int64_t> token = { currentTokens.back() }; - if (i == 0) { - token = currentTokens; - tokenShape[1] = currentTokens.size(); - } else { - tokenShape[1] = 1; - } - - // Run the decoder graph - std::vector<Ort::Value> inputsVector; // {audioFeaturesTensor_, tokensTensor_, kvCacheTensor_, offsetTensor_}; - inputsVector.emplace_back(Ort::Value::CreateTensor<float>(allocatorInfo_, - audioFeatures_.data(), - audioFeatures_.size(), - audioFeaturesShape_.data(), - audioFeaturesShape_.size())); - - inputsVector.emplace_back(Ort::Value::CreateTensor<int64_t>(allocatorInfo_, - token.data(), - token.size(), - tokenShape.data(), - tokenShape.size())); - - inputsVector.emplace_back(Ort::Value::CreateTensor<float>(allocatorInfo_, - currentKVCache.data(), - currentKVCache.size(), - kvCacheShape.data(), - kvCacheShape.size())); - - inputsVector.emplace_back(Ort::Value::CreateTensor<int64_t>(allocatorInfo_, - &offset, - 1, - offsetShape.data(), - 0)); - - auto outputs = decoderSession_->Run(runOption, - decoderInputNames.data(), - inputsVector.data(), - decoderInputNames.size(), - decoderOutputNames.data(), - decoderOutputNames.size()); - - auto logitsTensorInfo = outputs[0].GetTensorTypeAndShapeInfo(); - auto logitsData = outputs[0].GetTensorMutableData<float>(); - - { - std::vector<float>logits(logitsData, logitsData + logitsTensorInfo.GetElementCount()); - if (isMultilingual && logits.size() > vocab_.n_vocab) { - std::vector<float>lastLogits; - lastLogits = std::vector<float>(logits.begin() + 2 * vocab_.n_vocab, logits.end()); - std::swap(lastLogits, logits); - } - - filterLogits(logits, offset); - - auto tokenData = getToken(logits); - currentTokens.emplace_back(tokenData.id); - currentTokensP.emplace_back(tokenData.p); - } - - // Grab kvCache for next iteration - auto kvCacheTensorInfo = outputs[1].GetTensorTypeAndShapeInfo(); - auto nextKVCacheData = outputs[1].GetTensorMutableData<float>(); - - std::vector<float> nextKVCache; - std::vector<float> zeros(MODELFEATURESHAPE, 0.0f); - int delta = (currentTokens.size() - 1) * MODELFEATURESHAPE; - for (int currentKVIdx = 0; currentKVIdx < MODELKVCACHESHAPE; currentKVIdx++) { - nextKVCache.insert(nextKVCache.end(), - nextKVCacheData + (currentKVIdx * delta), - nextKVCacheData + ((currentKVIdx + 1) * delta)); - nextKVCache.insert(nextKVCache.end(), zeros.begin(), zeros.end()); - } - std::swap(currentKVCache, nextKVCache); - - if (currentTokens.back() == vocab_.token_eot) - break; - } - - std::swap(currentTokens, tokensOutput_); - } catch(Ort::Exception e) { - Plog::log(Plog::LogPriority::ERR, TAG, e.what()); - return ""; - } catch (...) {} - - std::ostringstream oss; - std::ostringstream tokensStr; - auto idx = -1; - for (const auto& token : tokensOutput_) { - idx ++; - tokensStr << token << " " << currentTokensP[idx] << " "; - if (token >= vocab_.token_eot) - continue; - if (currentTokensP[idx] > -1.8) - oss << vocab_.id_to_token[token]; - } - - tokensOutput_.clear(); - return oss.str(); -} -} // namespace jami diff --git a/WhisperTranscript/ModelProcessor.h b/WhisperTranscript/ModelProcessor.h deleted file mode 100644 index e640c19..0000000 --- a/WhisperTranscript/ModelProcessor.h +++ /dev/null @@ -1,141 +0,0 @@ -/** - * Copyright (C) 2022 Savoir-faire Linux Inc. - * - * Author: Aline Gondim Santos <aline.gondimsantos@savoirfairelinux.com> - * - * This program is free software; you can redistribute it and/or modify - * it under the terms of the GNU General Public License as published by - * the Free Software Foundation; either version 3 of the License, or - * (at your option) any later version. - * - * This program is distributed in the hope that it will be useful, - * but WITHOUT ANY WARRANTY; without even the implied warranty of - * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - * GNU General Public License for more details. - * - * You should have received a copy of the GNU General Public License - * along with this program; if not, write to the Free Software - * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 - * USA. - */ - -#pragma once - -#include <map> -#include <vector> -#include <algorithm> -#include <set> -#include <mutex> - -#include <onnxruntime_cxx_api.h> -// #ifdef NVIDIA -// #include <cuda_provider_options.h> -// #endif -#ifdef __ANDROID__ -#include <nnapi_provider_factory.h> -#endif - -#include <functional> - -#include "Preprocess.h" - -namespace jami { - -// Use script getonnxio.py to grab model inputs and outputs -// names and shapes. -// Note: None is a open shape. If in the input, it will be defined by -// the data we want to use as input. As for open output, it is recommended -// to not try to pre allocate the tensor and use the model.run return. - -static const char* encoderInputNames[4] = {"mel"}; -static const char* encoderOutputNames[4] = {"617"}; - -#define MODELFEATURESHAPE 384 -#define MODELKVCACHESHAPE 8 - -#define MODELLOGITSHAPE 51865 // 51864 for english models - -static const std::vector<const char*> decoderInputNames = {"audio_features", "tokens", "kv_cache", "offset"}; -static const std::vector<const char*> decoderOutputNames = {"logits", "output_kv_cache"}; - -static const std::vector<const char *> logSoftMaxInputNames = {"logits"}; -static const std::vector<const char *> logSoftMaxOutputNames = {"token_ids", "probs"}; - -typedef struct whisperTokenData { - int64_t id; // token id - int64_t tid; // forced timestamp token id - - float p; // probability of the token - float pt; // probability of the timestamp token - float ptsum; // sum of probabilities of all timestamp tokens - - // token-level timestamp data - // do not use if you haven't computed token-level timestamps - int64_t t0; // start time of the token - int64_t t1; // end time of the token - - float vlen; // voice length of the token -} whisperTokenData; - -class ModelProcessor -{ -public: - ModelProcessor(const std::string& path, bool acc); - ~ModelProcessor(); - - void initModels(const std::string& encoderModelPath, const std::string& decoderModelPath, const std::string& logSoftMaxModelPath, bool activateAcc); - void endModels(); - - whisperTokenData whisper_sample_best(const float * probs); - - /** - * @brief feedInput - * Takes a input and feeds it to the model storage for predictions - * @param input - * @param preferenceLanguage - */ - std::string feedInput(std::vector<float>& input, const std::string& preferenceLanguage = "auto"); - - bool isAllocated() { return isAllocated_; } - -private: - // Tokens - whisperVocab vocab_; - - whisperTokenData getToken(std::vector<float>& logits); - void filterLogits(std::vector<float>& logits, int offset); - void filterLanguageLogits(std::vector<float>& logits); - - // onnx related - Ort::MemoryInfo allocatorInfo_ = Ort::MemoryInfo::CreateCpu(OrtArenaAllocator, OrtMemTypeDefault); - bool isAllocated_ {false}; - Ort::Env env_ {ORT_LOGGING_LEVEL_WARNING, "whisperTest"}; - Ort::Session* encoderSession_ {nullptr}; - Ort::Session* decoderSession_ {nullptr}; - Ort::Session* logSoftMaxSession_ {nullptr}; - Ort::SessionOptions sessOpt_; -#ifdef NVIDIA - const OrtApi& ortApi = Ort::GetApi(); - OrtCUDAProviderOptionsV2* cudaOptions_ = nullptr; -#endif - - // Encoder tensors. 1 input and 1 output - std::vector<int64_t> melInputShape_ {1, 80, 3000}; // Input Data Type: 1 (float), Input Shape: [1, 80, 3000] - Ort::Value audioFeaturesTensor_ {nullptr}; - std::vector<int64_t> audioFeaturesShape_ {1, 1500, MODELFEATURESHAPE}; // Output Data Type: 1 (float), Output Shape: [1, 1500, MODELFEATURESHAPE] - std::array<float, 1500 * MODELFEATURESHAPE> audioFeatures_ {}; - - std::vector<float> output_; - - // Decoder tensors. 4 inputs and 2 outputs - std::vector<int64_t> tokensOutput_ { }; - - // LogProb check - std::array<int64_t, 3> logitsShape_ {1, 1, MODELLOGITSHAPE}; - - int sampleLen = 100; - - std::mutex mtx_; - -}; -} // namespace jami diff --git a/WhisperTranscript/PluginPreferenceHandler.cpp b/WhisperTranscript/PluginPreferenceHandler.cpp index b1a63d0..e4d6ec0 100644 --- a/WhisperTranscript/PluginPreferenceHandler.cpp +++ b/WhisperTranscript/PluginPreferenceHandler.cpp @@ -89,9 +89,7 @@ PluginPreferenceHandler::preferenceMapHasKey(const std::string& key) return (key == "background" || key == "position" || key == "fontsize" - || key == "language" - || key == "chunksize" - || key == "stepsize"); + || key == "language"); } std::string @@ -110,8 +108,7 @@ std::map<std::string, std::string> PluginPreferenceHandler::getPreferences(const std::string& accountId) { std::lock_guard<std::mutex> lk(mtx_); - auto preferences = preferences_.emplace(accountId, preferences_["default"]).first->second; - return preferences; + return preferences_.emplace(accountId, preferences_["default"]).first->second; } PluginPreferenceHandler::~PluginPreferenceHandler() diff --git a/WhisperTranscript/PluginPreferenceHandler.h b/WhisperTranscript/PluginPreferenceHandler.h index 1f2c774..62d8b94 100644 --- a/WhisperTranscript/PluginPreferenceHandler.h +++ b/WhisperTranscript/PluginPreferenceHandler.h @@ -35,9 +35,7 @@ enum Parameter { POSITION, BACKGROUND, FONTSIZE, - LANGUAGE, - CHUNK, - STEP + LANGUAGE }; class TranscriptMediaHandler; diff --git a/WhisperTranscript/Preprocess.cpp b/WhisperTranscript/Preprocess.cpp deleted file mode 100644 index 70a29aa..0000000 --- a/WhisperTranscript/Preprocess.cpp +++ /dev/null @@ -1,347 +0,0 @@ -/** - * Copyright (C) 2022 Savoir-faire Linux Inc. - * - * Author: Aline Gondim Santos <aline.gondimsantos@savoirfairelinux.com> - * - * This program is free software; you can redistribute it and/or modify - * it under the terms of the GNU General Public License as published by - * the Free Software Foundation; either version 3 of the License, or - * (at your option) any later version. - * - * This program is distributed in the hope that it will be useful, - * but WITHOUT ANY WARRANTY; without even the implied warranty of - * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - * GNU General Public License for more details. - * - * You should have received a copy of the GNU General Public License - * along with this program; if not, write to the Free Software - * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. - */ - -#include "Preprocess.h" - -#ifdef WIN32 -#define _USE_MATH_DEFINES -#endif - -#include <thread> -#include <math.h> -#include <fstream> -#include <iostream> - -// ref: https://github.com/openai/whisper/blob/main/whisper/audio.py#L92-L124 -bool logMelSpectrogram( - const float *samples, - const int n_samples, - const int n_threads, - const whisperFilters &filters, - whisperMel &mel) { - - // const int sample_rate = WHISPER_SAMPLE_RATE; - const int fft_size = WHISPER_N_FFT; - const int fft_step = WHISPER_HOP_LENGTH; - const int n_mel = WHISPER_N_MEL; - - // Hanning window - std::vector<float> hann; - hann.resize(fft_size); - for (int i = 0; i < fft_size; i++) { - hann[i] = 0.5*(1.0 - cos((2.0*M_PI*i)/(fft_size))); - } - - mel.n_mel = n_mel; - mel.n_len = (n_samples)/fft_step; - mel.data.resize(mel.n_mel*mel.n_len); - - const int n_fft = 1 + fft_size/2; - - std::vector<std::thread> workers(n_threads); - for (int iw = 0; iw < n_threads; ++iw) { - workers[iw] = std::thread([&](int ith) { - std::vector<float> fft_in; - fft_in.resize(fft_size); - for (int i = 0; i < fft_size; i++) { - fft_in[i] = 0.0; - } - - std::vector<float> fft_out; - fft_out.resize(2*fft_size); - - for (int i = ith; i < mel.n_len; i += n_threads) { - const int offset = i*fft_step; - - // apply Hanning window - for (int j = 0; j < fft_size; j++) { - if (offset + j < n_samples) { - fft_in[j] = hann[j]*samples[offset + j]; - } else { - fft_in[j] = 0.0; - } - } - - // FFT -> mag^2 - fft(fft_in, fft_out); - - for (int j = 0; j < fft_size; j++) { - fft_out[j] = (fft_out[2*j + 0]*fft_out[2*j + 0] + fft_out[2*j + 1]*fft_out[2*j + 1]); - } - for (int j = 1; j < fft_size/2; j++) { - fft_out[j] += fft_out[fft_size - j]; - } - - // mel spectrogram - for (int j = 0; j < mel.n_mel; j++) { - double sum = 0.0; - - for (int k = 0; k < n_fft; k++) { - sum += fft_out[k]*filters.data[j*n_fft + k]; - } - if (sum < 1e-10) { - sum = 1e-10; - } - - sum = log10(sum); - - mel.data[j*mel.n_len + i] = sum; - } - } - }, iw); - } - - for (int iw = 0; iw < n_threads; ++iw) { - workers[iw].join(); - } - - // clamping and normalization - double mmax = -1e20; - for (int i = 0; i < mel.n_mel*mel.n_len; i++) { - if (mel.data[i] > mmax) { - mmax = mel.data[i]; - } - } - - mmax -= 8.0; - - for (int i = 0; i < mel.n_mel*mel.n_len; i++) { - if (mel.data[i] < mmax) { - mel.data[i] = mmax; - } - - mel.data[i] = (mel.data[i] + 4.0)/4.0; - } - - return true; -} - -// Cooley-Tukey FFT -// poor man's implementation - use something better -// input is real-valued -// output is complex-valued -void fft(const std::vector<float> & in, std::vector<float> & out) { - out.resize(in.size()*2); - - int N = in.size(); - - if (N == 1) { - out[0] = in[0]; - out[1] = 0; - return; - } - - if (N%2 == 1) { - dft(in, out); - return; - } - - std::vector<float> even; - std::vector<float> odd; - - for (int i = 0; i < N; i++) { - if (i % 2 == 0) { - even.emplace_back(in[i]); - } else { - odd.emplace_back(in[i]); - } - } - - std::vector<float> even_fft; - std::vector<float> odd_fft; - - fft(even, even_fft); - fft(odd, odd_fft); - - for (int k = 0; k < N/2; k++) { - float theta = 2*M_PI*k/N; - - float re = cos(theta); - float im = -sin(theta); - - float re_odd = odd_fft[2*k + 0]; - float im_odd = odd_fft[2*k + 1]; - - out[2*k + 0] = even_fft[2*k + 0] + re*re_odd - im*im_odd; - out[2*k + 1] = even_fft[2*k + 1] + re*im_odd + im*re_odd; - - out[2*(k + N/2) + 0] = even_fft[2*k + 0] - re*re_odd + im*im_odd; - out[2*(k + N/2) + 1] = even_fft[2*k + 1] - re*im_odd - im*re_odd; - } -} - -// naive Discrete Fourier Transform -// input is real-valued -// output is complex-valued -void dft(const std::vector<float> & in, std::vector<float> & out) { - int N = in.size(); - - out.resize(N*2); - - for (int k = 0; k < N; k++) { - float re = 0; - float im = 0; - - for (int n = 0; n < N; n++) { - float angle = 2*M_PI*k*n/N; - re += in[n]*cos(angle); - im -= in[n]*sin(angle); - } - - out[k*2 + 0] = re; - out[k*2 + 1] = im; - } -} - - -void loadMelFilters(const std::string& fileName, whisperFilters& filters) { - auto fin = std::ifstream(fileName, std::ios::binary); - if (!fin) { - fprintf(stderr, "%s: failed to open '%s'\n", __func__, fileName.c_str()); - return; - } - - fin.read((char *) &filters.n_mel, sizeof(filters.n_mel)); - fin.read((char *) &filters.n_fft, sizeof(filters.n_fft)); - - filters.data.resize(filters.n_mel * filters.n_fft); - fin.read((char *) filters.data.data(), filters.data.size() * sizeof(float)); -} - -void loadTokens(const std::string& fileName, whisperVocab& vocab) { - auto fin = std::ifstream(fileName, std::ios::binary); - if (!fin) { - fprintf(stderr, "%s: failed to open '%s'\n", __func__, fileName.c_str()); - return; - } - - int32_t modelNVocab = 0; - fin.read((char *) &modelNVocab, sizeof(modelNVocab)); - - int32_t tokensNVocab = 0; - fin.read((char *) &tokensNVocab, sizeof(tokensNVocab)); - - std::string word; - for (int i = 0; i < tokensNVocab; i++) { - uint32_t len; - fin.read((char *) &len, sizeof(len)); - - word.resize(len); - fin.read((char *) word.data(), len); - - vocab.token_to_id[word] = i; - vocab.id_to_token[i] = word; - } - - vocab.n_vocab = modelNVocab; - if (vocab.is_multilingual()) { - vocab.token_eot++; - vocab.token_sot++; - vocab.token_prev++; - vocab.token_solm++; - vocab.token_not++; - vocab.token_beg++; - } - - if (tokensNVocab < modelNVocab) { - // Read language tokens - { - int32_t languageTokensLen = 0; - fin.read((char *) &languageTokensLen, sizeof(languageTokensLen)); - - std::string word; - for (int i = 0; i < languageTokensLen; i++) { - int32_t id = 0; - fin.read((char *) &id, sizeof(id)); - uint32_t len; - fin.read((char *) &len, sizeof(len)); - - word.resize(len); - fin.read((char *) word.data(), len); - - vocab.token_to_id[word] = id; - vocab.id_to_token[id] = word; - vocab.languageId2Tokens.insert({id, word}); - vocab.languageTokens2Id.insert({word, id}); - } - } - - fprintf(stderr, "%s: adding %d extra tokens\n", __func__, modelNVocab - tokensNVocab); - for (int i = tokensNVocab; i < modelNVocab; i++) { - if (!vocab.id_to_token[i].empty()) - continue; - if (i > vocab.token_beg) { - word = "[_TT_" + std::to_string(i - vocab.token_beg) + "]"; - } else if (i == vocab.token_eot) { - word = "[_EOT_]"; - } else if (i == vocab.token_sot) { - word = "[_SOT_]"; - } else if (i == vocab.token_prev) { - word = "[_PREV_]"; - } else if (i == vocab.token_not) { - word = "[_NOT_]"; - } else if (i == vocab.token_beg) { - word = "[_BEG_]"; - } else { - word = "[_extra_token_" + std::to_string(i) + "]"; - } - vocab.token_to_id[word] = i; - vocab.id_to_token[i] = word; - } - } - - // Read no speech tokens - { - int32_t noSpeechTokensLen = 0; - fin.read((char *) &noSpeechTokensLen, sizeof(noSpeechTokensLen)); - - for (int i = 0; i < noSpeechTokensLen; i++) { - uint32_t id; - fin.read((char *) &id, sizeof(id)); - - vocab.noSpeechTokens.insert(id); - } - } -} - -void -inputPadTrim(whisperMel &mel) -{ - if (mel.n_len == ENCODER_INPUT_LEN) - return; - std::vector<float> data; - std::vector<float> partialData; - int seek = 0; - auto dataLimit = std::min(mel.n_len, ENCODER_INPUT_LEN); - for (auto j = 0; j < mel.n_mel; j++) { - seek = j * mel.n_len; - for (auto i = seek; i < (j + 1) * dataLimit; i++) { - partialData.emplace_back(mel.data[i]); - } - if (mel.n_len < ENCODER_INPUT_LEN) { - for (auto i = mel.n_len; i < ENCODER_INPUT_LEN; i++) { - partialData.emplace_back(0.0f); - } - } - data.insert(data.end(), partialData.begin(), partialData.end()); - partialData.clear(); - } - std::swap(mel.data, data); -} diff --git a/WhisperTranscript/Preprocess.h b/WhisperTranscript/Preprocess.h deleted file mode 100644 index 5138321..0000000 --- a/WhisperTranscript/Preprocess.h +++ /dev/null @@ -1,94 +0,0 @@ -/** - * Copyright (C) 2022 Savoir-faire Linux Inc. - * - * Author: Aline Gondim Santos <aline.gondimsantos@savoirfairelinux.com> - * - * This program is free software; you can redistribute it and/or modify - * it under the terms of the GNU General Public License as published by - * the Free Software Foundation; either version 3 of the License, or - * (at your option) any later version. - * - * This program is distributed in the hope that it will be useful, - * but WITHOUT ANY WARRANTY; without even the implied warranty of - * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the - * GNU General Public License for more details. - * - * You should have received a copy of the GNU General Public License - * along with this program; if not, write to the Free Software - * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. - */ - -#pragma once - -#include <vector> -#include <cstdint> -#include <string> -#include <map> -#include <set> - - -// Those are model defined -// Check paper page 3 (https://cdn.openai.com/papers/whisper.pdf) -#define WHISPER_SAMPLE_RATE 16000 -#define WHISPER_N_FFT 400 -#define WHISPER_N_MEL 80 -#define WHISPER_HOP_LENGTH 160 -#define WHISPER_CHUNK_SIZE 30 -#define ENCODER_INPUT_LEN 3000 - -struct whisperMel { - int n_len; - int n_mel; - - std::vector<float> data; -}; - -struct whisperFilters { - int32_t n_mel; - int32_t n_fft; - - std::vector<float> data; -}; - -struct whisperVocab { - size_t n_vocab = 51864; - - std::map<std::string, int32_t> token_to_id; - std::map<int32_t, std::string> id_to_token; - - int32_t token_eot = 50256; - int32_t token_sot = 50257; - int32_t token_prev = 50360; - int32_t token_solm = 50361; // no speech - int32_t token_not = 50362; // no timestamps - int32_t token_beg = 50363; // timestamp begin - - // available tasks - const int32_t token_translate = 50358; - const int32_t token_transcribe = 50359; - - bool is_multilingual() const { - return n_vocab == 51865; - } - - std::map<std::string, int32_t> languageTokens2Id; - std::map<int32_t, std::string> languageId2Tokens; - std::set<int32_t> noSpeechTokens; -}; - -bool logMelSpectrogram( - const float * samples, - const int n_samples, - const int n_threads, - const whisperFilters & filters, - whisperMel &mel); - -void fft(const std::vector<float> & in, std::vector<float> & out); - -void dft(const std::vector<float> & in, std::vector<float> & out); - -void loadMelFilters(const std::string& fileName, whisperFilters& filters); - -void loadTokens(const std::string& fileName, whisperVocab& vocab); - -void inputPadTrim(whisperMel &mel); diff --git a/WhisperTranscript/TranscriptAudioSubscriber.cpp b/WhisperTranscript/TranscriptAudioSubscriber.cpp index cd866b4..11a5adf 100644 --- a/WhisperTranscript/TranscriptAudioSubscriber.cpp +++ b/WhisperTranscript/TranscriptAudioSubscriber.cpp @@ -24,27 +24,27 @@ #include <frameUtils.h> #include <bitset> #include <iostream> +#include <fmt/core.h> +#include <fmt/format.h> -const std::string TAG = "Transcript"; +#include "stt_whisper.h" + +const std::string TAG = "TranscriptAudio"; const char sep = separator(); namespace jami { -TranscriptAudioSubscriber::TranscriptAudioSubscriber(const std::string& dataPath, TranscriptVideoSubscriber* videoSubscriber, bool acc) +TranscriptAudioSubscriber::TranscriptAudioSubscriber(const std::string& dataPath, + TranscriptVideoSubscriber* videoSubscriber) : path_ {dataPath} - , modelProcessor_ {dataPath, acc} , mVS_ {videoSubscriber} { - loadMelFilters(path_ + "/assets/mel_filters.bin", modelFilters_); + Plog::log(Plog::LogPriority::INFO, TAG, fmt::format("TranscriptAudioSubscriber {}", fmt::ptr(this))); } TranscriptAudioSubscriber::~TranscriptAudioSubscriber() { - modelProcessor_.endModels(); - formatFilter_.clean(); - stop(); - processFrameThread.join(); - Plog::log(Plog::LogPriority::INFO, TAG, "~TranscriptMediaProcessor"); + Plog::log(Plog::LogPriority::INFO, TAG, fmt::format("~TranscriptAudioSubscriber {}", fmt::ptr(this))); } /** @@ -53,83 +53,84 @@ TranscriptAudioSubscriber::~TranscriptAudioSubscriber() void TranscriptAudioSubscriber::processFrame() { + if (!whisper_) { + whisper_ = std::make_unique<RealtimeSttWhisper>(path_ + "/assets/ggml-base.bin"); + whisper_->setLanguage(language_); + } + while (running) { - auto data = modelInput_[modelIdx_]; - if (data.size() <= WHISPER_STREAM_SAMPLES_CHUNK - WHISPER_STREAM_SAMPLES_CHUNK_STEP) { - std::this_thread::sleep_for(std::chrono::milliseconds(waitingPoint_)); - continue; - } - if (!running) - break; - melSpectrogram_.data.clear(); - melSpectrogram_.n_len = 0; - melSpectrogram_.n_mel = 0; - logMelSpectrogram(data.data(), - data.size(), - 8, - modelFilters_, - melSpectrogram_); - inputPadTrim(melSpectrogram_); - - auto text = modelProcessor_.feedInput(melSpectrogram_.data, language_); - if (text.empty()) { + decltype(frames_) frames; + { std::unique_lock<std::mutex> l(inputLock); - modelInput_[0].clear(); - modelInput_[1].clear(); - modelIdx_ = 0; + cv_.wait(l, [&]{ + return !running || !frames_.empty(); + }); + if (!running) + return; + frames = std::move(frames_); + } + + for (auto& f : frames) { + uniqueFramePtr filteredFrame = getUniqueFrame(); + filteredFrame->sample_rate = WHISPER_SAMPLE_RATE; + filteredFrame->format = AV_SAMPLE_FMT_FLT; + av_channel_layout_from_mask(&filteredFrame->ch_layout , AV_CH_LAYOUT_MONO); + try { + if (resampler_.resample(f.get(), filteredFrame.get()) == 0) { + whisper_->AddAudioData((float*) filteredFrame->buf[0]->data, + filteredFrame->nb_samples); + } + } catch (...) { + } + } + + auto result = whisper_->GetTranscribed(); + if (not result.empty()) { + std::string txt; + for (const auto& t : result) { + if (not t.is_partial) + txt += t.text; + } + if (!txt.empty()) + mVS_->setText(txt); } - mVS_->setText(text); } + whisper_.reset(); } void TranscriptAudioSubscriber::stop() { - running = false; + Plog::log(Plog::LogPriority::INFO, TAG, "stop()"); + { + std::unique_lock<std::mutex> l(inputLock); + running = false; + cv_.notify_all(); + } if (processFrameThread.joinable()) { processFrameThread.join(); } - std::string str = ""; - mVS_->setText(str); + mVS_->setText(""); } void TranscriptAudioSubscriber::start() { + Plog::log(Plog::LogPriority::INFO, TAG, "start()"); running = true; - processFrameThread = std::thread([this] { processFrame(); }); + processFrameThread = std::thread([this](){ processFrame(); }); + mVS_->setText(""); } void -TranscriptAudioSubscriber::setParameter(std::string& parameter, Parameter type) +TranscriptAudioSubscriber::setParameter(const std::string& parameter, Parameter type) { std::unique_lock<std::mutex> l(inputLock); - std::string str = ""; switch (type) { case (Parameter::LANGUAGE): language_ = parameter; - modelInput_[0].clear(); - modelInput_[1].clear(); - modelIdx_ = 0; - mVS_->setText(str); - break; - case (Parameter::CHUNK): - WHISPER_STREAM_SAMPLES_CHUNK = 16000 * std::stoi(parameter); - modelInput_[0].resize(0); - modelInput_[1].resize(0); - modelInput_[0].reserve(WHISPER_STREAM_SAMPLES_CHUNK); - modelInput_[1].reserve(WHISPER_STREAM_SAMPLES_CHUNK); - waitingPoint_ = (std::stoi(parameter) * 1000 - (WHISPER_STREAM_SAMPLES_CHUNK_STEP / 16)) / 3; - modelIdx_ = 0; - mVS_->setText(str); - break; - case (Parameter::STEP): - modelInput_[0].clear(); - modelInput_[1].clear(); - WHISPER_STREAM_SAMPLES_CHUNK_STEP = 16000 * std::stoi(parameter); - waitingPoint_ = ((WHISPER_STREAM_SAMPLES_CHUNK / 16) - std::stoi(parameter) * 1000) / 3; - modelIdx_ = 0; - mVS_->setText(str); + if (whisper_) + whisper_->setLanguage(parameter); break; default: return; @@ -140,77 +141,30 @@ void TranscriptAudioSubscriber::update(jami::Observable<AVFrame*>* obs, AVFrame* const& pluginFrame) { std::unique_lock<std::mutex> l(inputLock); - if (!pluginFrame || modelFilters_.data.empty() || obs != observable_) + if (!pluginFrame || obs != observable_) return; - if (firstRun) { - samplesCount_ = 0; - currentModelInput_.clear(); - futureModelInput_.clear(); - formatFilter_.clean(); - AudioFormat afmt = AudioFormat(pluginFrame->sample_rate, - pluginFrame->channels, - static_cast<AVSampleFormat>(pluginFrame->format)); - MediaStream ms = MediaStream("input", afmt); - formatFilter_.initialize(filterDescription_, {ms}); - firstRun = false; - } - - if (!formatFilter_.initialized_) - return; - - if (formatFilter_.feedInput(pluginFrame, "input") == 0) { - uniqueFramePtr filteredFrame = {formatFilter_.readOutput(), frameFree}; - if (filteredFrame) { - for (size_t i = 0; i < filteredFrame->buf[0]->size; i += 2) { -#ifdef __DEBUG__ - std::lock_guard<std::mutex> l(inputLock); -#endif - int16_t rawValue = (filteredFrame->buf[0]->data[i+1] << 8) | filteredFrame->buf[0]->data[i]; - - // If not a positive value, perform the 2's complement math on the value - if ((rawValue & 0x8000) != 0) { - rawValue = (~(rawValue - 0x0001)) * -1; - } - if (futureModelInput_.size() == WHISPER_STREAM_SAMPLES_CHUNK) - futureModelInput_.erase(futureModelInput_.begin()); - futureModelInput_.emplace_back(float(rawValue)/32768.0f); - samplesCount_++; - - auto value = float(rawValue) / 32768.0f; - if (modelInput_[modelIdx_].size() >= WHISPER_STREAM_SAMPLES_CHUNK) { - modelInput_[modelIdx_].clear(); - modelIdx_ = modelIdx_ ? 0 : 1; - } - modelInput_[modelIdx_].emplace_back(value); - if (modelInput_[modelIdx_].size() - >= WHISPER_STREAM_SAMPLES_CHUNK - WHISPER_STREAM_SAMPLES_CHUNK_STEP) { - modelInput_[modelIdx_ ? 0 : 1].emplace_back(value); - } - } - } - } + frames_.emplace_back(uniqueFramePtr(av_frame_clone(pluginFrame), frameFree)); + cv_.notify_all(); // audio returns as is } void TranscriptAudioSubscriber::attached(jami::Observable<AVFrame*>* observable) { - Plog::log(Plog::LogPriority::INFO, TAG, "::Attached ! "); + std::unique_lock<std::mutex> l(inputLock); + Plog::log(Plog::LogPriority::INFO, TAG, fmt::format("::Attached ! {} for {}", fmt::ptr(this), fmt::ptr(observable))); observable_ = observable; start(); } void -TranscriptAudioSubscriber::detached(jami::Observable<AVFrame*>*) +TranscriptAudioSubscriber::detached(jami::Observable<AVFrame*>* observable) { firstRun = true; observable_ = nullptr; stop(); - modelInput_[0].clear(); - modelInput_[1].clear(); - modelIdx_ = 0; - Plog::log(Plog::LogPriority::INFO, TAG, "::Detached()"); + Plog::log(Plog::LogPriority::INFO, TAG, fmt::format("::Detached ! {} for {}", fmt::ptr(this), fmt::ptr(observable))); } void @@ -218,7 +172,6 @@ TranscriptAudioSubscriber::detach() { if (observable_) { firstRun = true; - std::ostringstream oss; Plog::log(Plog::LogPriority::INFO, TAG, "::Calling detach()"); observable_->detach(this); } diff --git a/WhisperTranscript/TranscriptAudioSubscriber.h b/WhisperTranscript/TranscriptAudioSubscriber.h index d32cb00..3e970e6 100644 --- a/WhisperTranscript/TranscriptAudioSubscriber.h +++ b/WhisperTranscript/TranscriptAudioSubscriber.h @@ -26,21 +26,25 @@ extern "C" { #include <observer.h> #include <frameFilter.h> - -#include "Preprocess.h" -#include "ModelProcessor.h" +#include <frameUtils.h> #include "TranscriptVideoSubscriber.h" #include "PluginPreferenceHandler.h" +#include "resampler.h" #include <thread> #include <condition_variable> +#include <deque> +#include <atomic> + +class RealtimeSttWhisper; namespace jami { class TranscriptAudioSubscriber : public Observer<AVFrame*> { public: - TranscriptAudioSubscriber(const std::string& dataPath, TranscriptVideoSubscriber* videoSubscriber, bool acc = false); + TranscriptAudioSubscriber(const std::string& dataPath, + TranscriptVideoSubscriber* videoSubscriber); ~TranscriptAudioSubscriber(); virtual void update(Observable<AVFrame*>*, AVFrame* const&) override; @@ -49,22 +53,11 @@ public: void detach(); - void setParameter(std::string& parameter, Parameter type); + void setParameter(const std::string& parameter, Parameter type); private: - // Mel spectrogram filters - whisperFilters modelFilters_; - whisperMel melSpectrogram_; - // Observer pattern - Observable<AVFrame*>* observable_{}; - - // Filter for audio formatting - const std::string filterDescription_ = "[input]aresample=16000,aformat=sample_fmts=s16:channel_layouts=mono"; - FrameFilter formatFilter_; - std::array<std::vector<float>, 2> modelInput_ {}; - int modelIdx_ {0}; - int waitingPoint_ {1000}; + Observable<AVFrame*>* observable_ {}; std::string language_ {"auto"}; // Data @@ -72,12 +65,15 @@ private: // Status variables of the processing bool firstRun {true}; - bool running {false}; + std::atomic_bool running {false}; std::mutex inputLock; + std::condition_variable cv_; // Model - ModelProcessor modelProcessor_; + std::unique_ptr<RealtimeSttWhisper> whisper_; + Resampler resampler_; + std::vector<uniqueFramePtr> frames_; // Threading std::thread processFrameThread; @@ -87,9 +83,5 @@ private: // Video processor TranscriptVideoSubscriber* mVS_ {}; - - - size_t WHISPER_STREAM_SAMPLES_CHUNK = 16000 * 15; // 16 KHz * 15 seconds - size_t WHISPER_STREAM_SAMPLES_CHUNK_STEP = 16000 * 3; // 16 KHz * 3 seconds }; } // namespace jami diff --git a/WhisperTranscript/TranscriptMediaHandler.cpp b/WhisperTranscript/TranscriptMediaHandler.cpp index e33134d..7457bb5 100644 --- a/WhisperTranscript/TranscriptMediaHandler.cpp +++ b/WhisperTranscript/TranscriptMediaHandler.cpp @@ -36,13 +36,11 @@ TranscriptMediaHandler::TranscriptMediaHandler(std::string&& datapath, PluginPre aph_ = prefHandler; setId(datapath_); auto preferences = aph_->getPreferences("default"); - auto it = preferences.find("acceleration"); - auto useAcceleration = it == preferences.end() ? false : it->second == "1"; videoSubscriber_ = std::make_shared<TranscriptVideoSubscriber>(datapath_); - audioSubscriber_ = std::make_shared<TranscriptAudioSubscriber>(datapath_, videoSubscriber_.get(), useAcceleration); + audioSubscriber_ = std::make_shared<TranscriptAudioSubscriber>(datapath_, videoSubscriber_.get()); setParameters("default"); #ifdef __DEBUG__ - it = preferences.find("subtitle"); + auto it = preferences.find("subtitle"); if (it != preferences.end()) videoSubscriber_->setText(it->second); #endif @@ -102,8 +100,6 @@ TranscriptMediaHandler::setParameters(const std::string& accountId) videoSubscriber_->setParameter(preferences["background"], Parameter::BACKGROUND); videoSubscriber_->setParameter(preferences["position"], Parameter::POSITION); audioSubscriber_->setParameter(preferences["language"], Parameter::LANGUAGE); - audioSubscriber_->setParameter(preferences["chunksize"], Parameter::CHUNK); - audioSubscriber_->setParameter(preferences["stepsize"], Parameter::STEP); } catch (std::exception& e) { Plog::log(Plog::LogPriority::ERR, TAG, e.what()); } @@ -129,9 +125,7 @@ TranscriptMediaHandler::detach() TranscriptMediaHandler::~TranscriptMediaHandler() { - std::ostringstream oss; - oss << " ~TranscriptMediaHandler from WhisperTranscript Plugin" << std::endl; - Plog::log(Plog::LogPriority::INFO, TAG, oss.str()); + Plog::log(Plog::LogPriority::INFO, TAG, "~TranscriptMediaHandler from WhisperTranscript Plugin"); detach(); } } // namespace jami diff --git a/WhisperTranscript/TranscriptVideoSubscriber.cpp b/WhisperTranscript/TranscriptVideoSubscriber.cpp index 3535190..57635d8 100644 --- a/WhisperTranscript/TranscriptVideoSubscriber.cpp +++ b/WhisperTranscript/TranscriptVideoSubscriber.cpp @@ -35,8 +35,11 @@ extern "C" { #include <fmt/format.h> #include <bitset> +#include <string_view> -const std::string TAG = "Transcript"; +using namespace std::literals; + +const std::string TAG = "TranscriptVideo"; const char sep = separator(); namespace jami { @@ -54,9 +57,10 @@ TranscriptVideoSubscriber::~TranscriptVideoSubscriber() } void -TranscriptVideoSubscriber::setText(std::string& text) +TranscriptVideoSubscriber::setText(const std::string& t) { - text = string_utils::ffmpegScapeString(text); + Plog::log(Plog::LogPriority::INFO, TAG, "setText " + t); + auto text = string_utils::ffmpegScapeString(t); std::vector<std::string> textWords = string_utils::getWords(text, " "); subtitle_ = ""; @@ -101,9 +105,28 @@ TranscriptVideoSubscriber::setParameter(std::string& parameter, Parameter type) firstRun = true; } +std::string_view getTransposeDescr(int rotation) +{ + switch (rotation) { + case 90: + case -270: + return "transpose=2,"sv; + case 180: + case -180: + return "transpose=1, transpose=1,"sv; + case 270: + case -90: + return "transpose=1,"sv; + default: + return {}; + } + return {}; +} + void TranscriptVideoSubscriber::setFilterDescription() { + Plog::log(Plog::LogPriority::INFO, TAG, "setFilterDescription() " + subtitle_); if (pluginFrameSize_.first == 0 || pluginFrameSize_.second == 0) return; @@ -119,35 +142,26 @@ TranscriptVideoSubscriber::setFilterDescription() point_ = {pluginFrameSize_.first - margin, pluginFrameSize_.second - margin}; } - std::string rotateSides = ""; - - if (std::abs(angle_) == 90) - rotateSides = ":out_w=ih:out_h=iw"; - auto baseInfosDescription - = fmt::format("[input]rotate={}{}" - ",drawtext=fontcolor={}:fontsize={}:fontfile=\\'{}\\':expansion=none:text='{}" + = fmt::format("[input]{}" + "drawtext=fontcolor={}:fontsize={}:fontfile=\\'{}\\':expansion=none:text='{}" "':line_spacing=5:box=1:boxcolor={}:boxborderw=5:x=", - rotation[angle_], rotateSides, + getTransposeDescr(angle_), fontColor_, fontSize_, fontFile_, subtitle_, fontBackground_); - auto position = "{}-text_w:y={}"; + auto position = "{}-text_w:y={}"sv; if (position_ == "2") - position = "{}:y={}"; + position = "{}:y={}"sv; else if (position_ == "3") - position = "{}:y={}-text_h"; + position = "{}:y={}-text_h"sv; else if (position_ == "4") - position = "{}-text_w:y={}-text_h"; - baseInfosDescription = baseInfosDescription + position + ",rotate={}{},format=yuv420p"; - filterDescription_ = fmt::format(baseInfosDescription, - std::to_string(point_.first), - std::to_string(point_.second), - rotation[-angle_], - rotateSides); + position = "{}-text_w:y={}-text_h"sv; + filterDescription_ = baseInfosDescription + fmt::format(std::string(position) + ",{}format=yuv420p"s, + point_.first, + point_.second, + getTransposeDescr(-angle_)); -#ifdef __DEBUG__ Plog::log(Plog::LogPriority::INFO, TAG, filterDescription_); -#endif } void @@ -156,9 +170,8 @@ TranscriptVideoSubscriber::update(jami::Observable<AVFrame*>*, AVFrame* const& p if (!observable_ || !pluginFrame || subtitle_.empty()) return; - AVFrameSideData* side_data = av_frame_get_side_data(pluginFrame, AV_FRAME_DATA_DISPLAYMATRIX); int newAngle {0}; - if (side_data) { + if (AVFrameSideData* side_data = av_frame_get_side_data(pluginFrame, AV_FRAME_DATA_DISPLAYMATRIX)) { auto matrix_rotation = reinterpret_cast<int32_t*>(side_data->data); newAngle = static_cast<int>(av_display_rotation_get(matrix_rotation)); } @@ -170,12 +183,17 @@ TranscriptVideoSubscriber::update(jami::Observable<AVFrame*>*, AVFrame* const& p //====================================================================================== // GET RAW FRAME uniqueFramePtr rgbFrame = {transferToMainMemory(pluginFrame, AV_PIX_FMT_NV12), frameFree}; - rgbFrame.reset(FrameScaler::convertFormat(rgbFrame.get(), AV_PIX_FMT_YUV420P)); + if (!rgbFrame.get()) + return; + if ((AVPixelFormat)rgbFrame->format != AV_PIX_FMT_YUV420P) + rgbFrame.reset(FrameScaler::convertFormat(rgbFrame.get(), AV_PIX_FMT_YUV420P)); if (!rgbFrame.get()) return; if (sourceTimeBase_.num != pluginFrame->time_base.num || sourceTimeBase_.den != pluginFrame->time_base.den) firstRun = true; + if (rgbFrame->width != pluginFrameSize_.first || rgbFrame->height != pluginFrameSize_.second) + firstRun = true; rgbFrame->pts = pluginFrame->pts; rgbFrame->time_base = pluginFrame->time_base; @@ -184,8 +202,6 @@ TranscriptVideoSubscriber::update(jami::Observable<AVFrame*>*, AVFrame* const& p if (firstRun) { filter_.clean(); pluginFrameSize_ = {rgbFrame->width, rgbFrame->height}; - if (std::abs(angle_) == 90) - pluginFrameSize_ = {rgbFrame->height, rgbFrame->width}; setFilterDescription(); rational<int> fr(sourceTimeBase_.den, sourceTimeBase_.num); diff --git a/WhisperTranscript/TranscriptVideoSubscriber.h b/WhisperTranscript/TranscriptVideoSubscriber.h index b809f99..499568e 100644 --- a/WhisperTranscript/TranscriptVideoSubscriber.h +++ b/WhisperTranscript/TranscriptVideoSubscriber.h @@ -43,7 +43,7 @@ public: void detach(); - void setText(std::string& text); + void setText(const std::string& text); void setFilterDescription(); void setParameter(std::string& parameter, Parameter type); diff --git a/WhisperTranscript/build.sh b/WhisperTranscript/build.sh index 32f1155..2ca33b2 100755 --- a/WhisperTranscript/build.sh +++ b/WhisperTranscript/build.sh @@ -12,18 +12,21 @@ EXTRAPATH='' # -d: debug program. if [ -z "${DAEMON}" ]; then - DAEMON="./../../daemon" - echo "DAEMON not provided, building with ${DAEMON}" + echo "DAEMON not provided, building with ./../../daemon" fi +DAEMON=${DAEMON:="./../../daemon"} +CONTRIB_PATH=${CONTRIB_PATH:="${DAEMON}/contrib"} +CONTRIB_BUILD_DIR=${CONTRIB_BUILD_DIR:="native"} + PLUGIN_NAME="WhisperTranscript" JPL_FILE_NAME="${PLUGIN_NAME}.jpl" SO_FILE_NAME="lib${PLUGIN_NAME}.so" DAEMON_SRC="${DAEMON}/src" -CONTRIB_PATH="${DAEMON}/contrib" PLUGINS_LIB="../lib" LIBS_DIR="./../contrib/Libs" PLATFORM=$(uname) +CONTRIB_BUILD_PATH="${CONTRIB_PATH}/${CONTRIB_BUILD_DIR}" if [ "${PLATFORM}" = "Linux" ]; then PLATFORM="linux-gnu" @@ -41,19 +44,19 @@ fi while getopts t:c:p:d OPT; do case "$OPT" in d) - DEBUG=true - export __DEBUG__=true + DEBUG=true + export __DEBUG__=true ;; t) - PLATFORM="${OPTARG}" + PLATFORM="${OPTARG}" ;; c) - PROCESSOR="${OPTARG}" + PROCESSOR="${OPTARG}" ;; p) ;; \?) - exit 1 + exit 1 ;; esac done @@ -74,39 +77,57 @@ fi echo $PROCESSOR cp -r ffmpeg ${CONTRIB_PATH}/src/ +cp -r whispercpp ${CONTRIB_PATH}/src/ cp -r ../contrib/rav1e ${CONTRIB_PATH}/src/ +if [ ! -f "./data/assets/ggml-base.bin" ]; then + if [ -x "$(command -v wget)" ]; then + wget --quiet --show-progress -O ./data/assets/ggml-base.bin https://ggml.ggerganov.com/ggml-model-whisper-base.bin + elif [ -x "$(command -v curl)" ]; then + curl --output ./data/assets/ggml-base.bin https://ggml.ggerganov.com/ggml-model-whisper-base.bin + else + printf "Either wget or curl is required to download models.\n" + exit 1 + fi +fi + +if [ ! -f "./data/assets/ggml-base.bin" ]; then + printf "Model is required to build the plugin. Aborting.\n" + exit 1 +fi + if [ "${PLATFORM}" = "linux-gnu" ] || [ "${PLATFORM}" = "redhat-linux" ] then - if [ -f "${CONTRIB_PATH}/native/.ffmpeg" ]; then - rm "${CONTRIB_PATH}/native/.ffmpeg" + if [ -f "${CONTRIB_BUILD_PATH}/.ffmpeg" ]; then + rm "${CONTRIB_BUILD_PATH}/.ffmpeg" + rm -rf "${CONTRIB_BUILD_PATH}/ffmpeg" + fi + if [ -f "${CONTRIB_BUILD_PATH}/.whispercpp" ]; then + rm "${CONTRIB_BUILD_PATH}/.whispercpp" + rm -rf "${CONTRIB_BUILD_PATH}/whispercpp" fi WORKPATH=$(pwd) - cd "${CONTRIB_PATH}/native/" - make .ffmpeg -j$(nproc) + cd "${CONTRIB_BUILD_PATH}/" + make .ffmpeg -j$(nproc) install + make .whispercpp -j$(nproc) install + rm .whispercpp rm .ffmpeg cd ${WORKPATH} CONTRIB_PLATFORM=${CONTRIB_PLATFORM_CURT}-${PLATFORM} - ONNX_PATH=${EXTRALIBS_PATH} - if [ -z "${EXTRALIBS_PATH}" ] - then - ONNX_PATH="${CONTRIB_PATH}/${CONTRIB_PLATFORM}" - fi - if [ ${DEBUG} ]; then - OUTPUT="${PLUGIN_NAME}" - CLANG_OPTS="-g -fsanitize=address" - EXTRA_DEBUG_LIBRARIES="-lyaml-cpp -lvdpau -lX11 -lva-drm -lva-x11 -lrav1e" - EXTRA_DEFINES="-D__DEBUG__" + OUTPUT="${PLUGIN_NAME}" + CLANG_OPTS="-O0 -g -fsanitize=address" + EXTRA_DEBUG_LIBRARIES="-lyaml-cpp -lvdpau -lX11 -lva-drm -lva-x11 -lrav1e" + EXTRA_DEFINES="-D__DEBUG__" else - python3 ./../SDK/jplManipulation.py --preassemble --plugin=${PLUGIN_NAME} - CLANG_OPTS="-O3 -shared" - OUTPUT="build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" + python3 ./../SDK/jplManipulation.py --preassemble --plugin=${PLUGIN_NAME} + CLANG_OPTS="-O3 -g -shared" + OUTPUT="build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" fi # Compile - clang++ -std=c++17 -g -O0 -fPIC ${CLANG_OPTS} \ + clang++ -std=c++17 -fPIC ${CLANG_OPTS} \ -Wl,-Bsymbolic,-rpath,"\${ORIGIN}" \ -Wall -Wextra \ -Wno-unused-parameter \ @@ -115,30 +136,26 @@ then -I"." \ -I"${DAEMON_SRC}" \ -I"${CONTRIB_PATH}/${CONTRIB_PLATFORM}/include" \ - -I"${ONNX_PATH}/include/onnxruntime/session" \ - -I"${ONNX_PATH}/include/onnxruntime/providers/cuda" \ - -I"${CONTRIB_PATH}/native/onnx/onnxruntime" \ -I"${PLUGINS_LIB}" \ ./../lib/common.cpp \ ./../lib/accel.cpp \ ./../lib/frameFilter.cpp \ ./../lib/frameUtils.cpp \ + ./../lib/resampler.cpp \ main.cpp \ TranscriptMediaHandler.cpp \ TranscriptAudioSubscriber.cpp \ TranscriptVideoSubscriber.cpp \ PluginPreferenceHandler.cpp \ - Preprocess.cpp \ - ModelProcessor.cpp \ - -L"${CONTRIB_PATH}/${CONTRIB_PLATFORM}/lib/" \ - -L"${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}" \ - -L"${CUDA_HOME}/lib64/" \ + stt_whisper.cpp \ + -L"${CONTRIB_PATH}/${CONTRIB_PLATFORM}/lib" \ -l:libavfilter.a \ -l:libswscale.a \ -l:libswresample.a \ -l:libavformat.a \ -l:libavcodec.a \ -l:libavutil.a \ + -l:libwhisper.a \ -lfreetype \ -lvpx \ -lx264 \ @@ -147,57 +164,36 @@ then -lz \ -lva \ -lfmt \ - -lonnxruntime \ ${EXTRA_DEBUG_LIBRARIES} \ -o "${OUTPUT}" - if [ ${DEBUG} ]; then - cp "./modelSRC/mModelEncoder.onnx" "./data/assets/mModelEncoder.onnx" - cp "./modelSRC/mModelDecoder.onnx" "./data/assets/mModelDecoder.onnx" - cp "./modelSRC/mLogSoftMax.onnx" "./data/assets/mLogSoftMax.onnx" - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime.so" "libonnxruntime.so.1.12.0" - else - cp "./modelSRC/mModelEncoder.onnx" "./build-local/jpl/data/assets/mModelEncoder.onnx" - cp "./modelSRC/mModelDecoder.onnx" "./build-local/jpl/data/assets/mModelDecoder.onnx" - cp "./modelSRC/mLogSoftMax.onnx" "./build-local/jpl/data/assets/mLogSoftMax.onnx" - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime.so" "build-local/jpl/lib/$CONTRIB_PLATFORM/libonnxruntime.so.1.12.0" - fi - if [ "${PROCESSOR}" = "NVIDIA" ]; then - if [ ${DEBUG} ]; then - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime_providers_shared.so" "libonnxruntime_providers_shared.so" - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime_providers_cuda.so" "libonnxruntime_providers_cuda.so" - else - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime_providers_shared.so" "build-local/jpl/lib/$CONTRIB_PLATFORM/libonnxruntime_providers_shared.so" - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime_providers_cuda.so" "build-local/jpl/lib/$CONTRIB_PLATFORM/libonnxruntime_providers_cuda.so" - fi - fi - elif [ "${PLATFORM}" = "darwin" ] then - if [ -f "${CONTRIB_PATH}/native/.ffmpeg" ]; then - rm "${CONTRIB_PATH}/native/.ffmpeg" + if [ -f "${CONTRIB_BUILD_PATH}/.ffmpeg" ]; then + rm "${CONTRIB_BUILD_PATH}/.ffmpeg" + rm -rf "${CONTRIB_BUILD_PATH}/ffmpeg" + fi + if [ -f "${CONTRIB_BUILD_PATH}/.whispercpp" ]; then + rm "${CONTRIB_BUILD_PATH}/.whispercpp" + rm -rf "${CONTRIB_BUILD_PATH}/whispercpp" fi WORKPATH=$(pwd) - cd "${CONTRIB_PATH}/native/" - make .ffmpeg -j$(nproc) + cd "${CONTRIB_BUILD_PATH}/" + make .whispercpp + make .ffmpeg + rm .whispercpp rm .ffmpeg cd ${WORKPATH} CONTRIB_PLATFORM=${CONTRIB_PLATFORM_CURT}-${PLATFORM} - ONNX_PATH=${EXTRALIBS_PATH} - if [ -z "${EXTRALIBS_PATH}" ] - then - ONNX_PATH="${CONTRIB_PATH}/${CONTRIB_PLATFORM}${CONTRIB_PLATFORM_EXTRA}" - fi - if [ ${DEBUG} ]; then OUTPUT="${PLUGIN_NAME}" - CLANG_OPTS="-g -fsanitize=address" + CLANG_OPTS="-O0 -g -fsanitize=address" EXTRA_DEBUG_LIBRARIES="-lyaml-cpp -lrav1e" EXTRA_DEFINES="-D__DEBUG__" else python3 ./../SDK/jplManipulation.py --preassemble --plugin=${PLUGIN_NAME} - CLANG_OPTS="-O3 -shared" + CLANG_OPTS="-O3 -g -shared" OUTPUT="build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" fi @@ -215,21 +211,19 @@ then -I"." \ -I"${DAEMON_SRC}" \ -I"${CONTRIB_PATH}/${CONTRIB_PLATFORM}${CONTRIB_PLATFORM_EXTRA}/include" \ - -I"${ONNX_PATH}/include/onnxruntime/session" \ -I"${PLUGINS_LIB}" \ ./../lib/common.cpp \ ./../lib/accel.cpp \ ./../lib/frameFilter.cpp \ ./../lib/frameUtils.cpp \ + ./../lib/resampler.cpp \ main.cpp \ TranscriptMediaHandler.cpp \ TranscriptAudioSubscriber.cpp \ TranscriptVideoSubscriber.cpp \ PluginPreferenceHandler.cpp \ - Preprocess.cpp \ - ModelProcessor.cpp \ + stt_whisper.cpp \ -L"${CONTRIB_PATH}/${CONTRIB_PLATFORM}${CONTRIB_PLATFORM_EXTRA}/lib/" \ - -L"${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}" \ -lavfilter \ -lswscale \ -lswresample \ @@ -237,44 +231,22 @@ then -lavcodec \ -lavutil \ -lvpx -lx264 -lbz2 -liconv -lz \ - -lonnxruntime \ - -lspeex \ - -lopus \ + "${CONTRIB_PATH}/${CONTRIB_PLATFORM}${CONTRIB_PLATFORM_EXTRA}/lib/libspeex.a" \ + "${CONTRIB_PATH}/${CONTRIB_PLATFORM}${CONTRIB_PLATFORM_EXTRA}/lib/libopus.a" \ -lfmt \ + -lwhisper \ "/usr/local/opt/libpng/lib/libpng.a" \ "/usr/local/opt/freetype/lib/libfreetype.a" \ ${EXTRA_DEBUG_LIBRARIES} \ -o "${OUTPUT}" - if [ ${DEBUG} ]; then - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime.dylib" "libonnxruntime.dylib" - cp "./modelSRC/mModelEncoder.onnx" "./data/assets/mModelEncoder.onnx" - cp "./modelSRC/mModelDecoder.onnx" "./data/assets/mModelDecoder.onnx" - cp "./modelSRC/mLogSoftMax.onnx" "./data/assets/mLogSoftMax.onnx" - install_name_tool -id "@loader_path/libonnxruntime.1.12.0.dylib" "libonnxruntime.dylib" - install_name_tool -id "@loader_path/${PLUGIN_NAME}" "${OUTPUT}" - else - cp "./modelSRC/mModelEncoder.onnx" "./build-local/jpl/data/assets/mModelEncoder.onnx" - cp "./modelSRC/mModelDecoder.onnx" "./build-local/jpl/data/assets/mModelDecoder.onnx" - cp "./modelSRC/mLogSoftMax.onnx" "./build-local/jpl/data/assets/mLogSoftMax.onnx" - cp "${ONNX_PATH}/lib/onnxruntime/${ONNX_LIBS}/libonnxruntime.dylib" "build-local/jpl/lib/${CONTRIB_PLATFORM}/libonnxruntime.dylib" - install_name_tool -id "@loader_path/libonnxruntime.1.12.0.dylib" "build-local/jpl/lib/${CONTRIB_PLATFORM}/libonnxruntime.dylib" - install_name_tool -id "@loader_path/${SO_FILE_NAME}" "${OUTPUT}" - fi - install_name_tool -change "@rpath/libonnxruntime.1.12.0.dylib" "@loader_path/libonnxruntime.dylib" "${OUTPUT}" - if [ -n "${APPLE_SIGN_CERTIFICATE}" ]; then - codesign --force --verify --timestamp -o runtime --sign "${APPLE_SIGN_CERTIFICATE}" "build-local/jpl/lib/${CONTRIB_PLATFORM}/libonnxruntime.dylib" codesign --force --verify --timestamp -o runtime --sign "${APPLE_SIGN_CERTIFICATE}" "build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" - ditto -c -k --rsrc "build-local/jpl/lib/${CONTRIB_PLATFORM}/libonnxruntime.dylib" "build-local/libonnxruntime.dylib.zip" - LIBRARYNAME=libonnxruntime.dylib sh ./../notarize.sh - ditto -x -k "build-local/libonnxruntime.dylib.zip" "build-local/notarized0" - cp "build-local/notarized0/libonnxruntime.dylib" "build-local/jpl/lib/${CONTRIB_PLATFORM}/libonnxruntime.dylib" ditto -c -k --rsrc "build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" "build-local/${SO_FILE_NAME}.zip" LIBRARYNAME=${SO_FILE_NAME} sh ./../notarize.sh - ditto -x -k "build-local/${SO_FILE_NAME}.zip" "build-local/notarized1" - cp "build-local/notarized1/${SO_FILE_NAME}" "build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" + ditto -x -k "build-local/${SO_FILE_NAME}.zip" "build-local/notarized" + cp "build-local/notarized/${SO_FILE_NAME}" "build-local/jpl/lib/${CONTRIB_PLATFORM}/${SO_FILE_NAME}" fi elif [ "${PLATFORM}" = "android" ] @@ -346,13 +318,15 @@ then CONTRIB_PLATFORM=x86_64-linux-android fi - if [ -f "${CONTRIB_PATH}/native-${CONTRIB_PLATFORM}/.ffmpeg" ]; then - rm "${CONTRIB_PATH}/native-${CONTRIB_PLATFORM}/.ffmpeg" + if [ -f "${CONTRIB_BUILD_PATH}-${CONTRIB_PLATFORM}/.ffmpeg" ]; then + rm "${CONTRIB_BUILD_PATH}-${CONTRIB_PLATFORM}/.ffmpeg" fi WORKPATH=$(pwd) - cd "${CONTRIB_PATH}/native-${CONTRIB_PLATFORM}/" + cd "${CONTRIB_BUILD_PATH}-${CONTRIB_PLATFORM}/" make .ffmpeg -j$(nproc) + make .whispercpp -j$(nproc) + rm .whispercpp rm .ffmpeg cd ${WORKPATH} @@ -360,12 +334,6 @@ then # Compile the plugin #========================================================= - ONNX_PATH="${EXTRALIBS_PATH}/${CURRENT_ABI}" - if [ -z ${EXTRALIBS_PATH} ] - then - ONNX_PATH="${CONTRIB_PATH}/${CONTRIB_PLATFORM}" - fi - # Create so destination folder $CXX --std=c++17 -O3 -fPIC \ -Wl,-Bsymbolic,-rpath,"\${ORIGIN}" \ @@ -376,10 +344,6 @@ then -I"." \ -I"${DAEMON_SRC}" \ -I"${CONTRIB_PATH}/${CONTRIB_PLATFORM}/include" \ - -I"${ONNX_PATH}/include/onnxruntime/session" \ - -I"${ONNX_PATH}/include/onnxruntime/providers/nnapi" \ - -I"${ONNX_PATH}/../include/onnxruntime/session" \ - -I"${ONNX_PATH}/../include/onnxruntime/providers/nnapi" \ -I"${PLUGINS_LIB}" \ ./../lib/common.cpp \ ./../lib/accel.cpp \ @@ -390,10 +354,9 @@ then TranscriptAudioSubscriber.cpp \ TranscriptVideoSubscriber.cpp \ PluginPreferenceHandler.cpp \ - Preprocess.cpp \ - ModelProcessor.cpp \ + stt_whisper.cpp \ + ./../lib/resampler.cpp \ -L"${CONTRIB_PATH}/${CONTRIB_PLATFORM}/lib/" \ - -L"${ONNX_PATH}/lib/" \ -lavfilter \ -lswscale \ -lswresample \ @@ -405,13 +368,11 @@ then -lspeex \ -lopus \ -lfmt \ + -lwhisper \ -l:libfreetype.a \ -llog -lz \ - -lonnxruntime \ --sysroot=$ANDROID_SYSROOT \ -o "build-local/jpl/lib/$CURRENT_ABI/${SO_FILE_NAME}" - - cp "${ONNX_PATH}/lib/libonnxruntime.so" "build-local/jpl/lib/${CURRENT_ABI}/libonnxruntime.so" } # Build the so @@ -419,14 +380,10 @@ then CURRENT_ABI=$i buildlib done - - cp "./modelSRC/mModelEncoder.ort" "./build-local/jpl/data/assets/mModelEncoder.ort" - cp "./modelSRC/mModelDecoder.ort" "./build-local/jpl/data/assets/mModelDecoder.ort" - cp "./modelSRC/mLogSoftMax.ort" "./build-local/jpl/data/assets/mLogSoftMax.ort" fi if [ ! ${DEBUG} ]; then - python3 ./../SDK/jplManipulation.py --assemble --plugin=${PLUGIN_NAME} --distribution=${PLATFORM} --extraPath=${EXTRAPATH} +python3 ./../SDK/jplManipulation.py --assemble --plugin=${PLUGIN_NAME} --distribution=${PLATFORM} --extraPath=${EXTRAPATH} fi cd ${CONTRIB_PATH}/src/ffmpeg/ diff --git a/WhisperTranscript/data/accountpreferences.json b/WhisperTranscript/data/accountpreferences.json index 04b18e4..a7bbcde 100644 --- a/WhisperTranscript/data/accountpreferences.json +++ b/WhisperTranscript/data/accountpreferences.json @@ -3,7 +3,7 @@ "type": "List", "key": "language", "title": "{{language_title}}", - "defaultValue": "en", + "defaultValue": "auto", "scope": "plugin,Transcript", "entryValues": [ "auto", @@ -210,6 +210,84 @@ "{{language_yo}}" ] }, + { + "type": "List", + "key": "background", + "title": "{{background_title}}", + "summary": "{{background_summary}}", + "defaultValue": "black", + "scope": "plugin,Transcript", + "entryValues": [ + "black", + "white" + ], + "entries": [ + "{{background_entries_1}}", + "{{background_entries_2}}" + ] + }, + { + "type": "List", + "key": "position", + "title": "{{position_title}}", + "defaultValue": "2", + "scope": "plugin,Transcript", + "entryValues": [ + "1", + "2", + "3", + "4" + ], + "entries": [ + "{{position_entries_1}}", + "{{position_entries_2}}", + "{{position_entries_3}}", + "{{position_entries_4}}" + ] + }, + { + "type": "List", + "key": "fontsize", + "title": "{{fontsize_title}}", + "defaultValue": "14", + "scope": "plugin,Transcript", + "entryValues": [ + "10", + "12", + "14", + "16", + "18", + "24", + "36", + "72" + ], + "entries": [ + "10", + "12", + "14", + "16", + "18", + "24", + "36", + "72" + ] + }, + { + "type": "List", + "key": "avstream", + "title": "{{avstream_title}}", + "summary": "{{avstream_summary}}", + "defaultValue": "in", + "scope": "plugin", + "entryValues": [ + "out", + "in" + ], + "entries": [ + "{{avstream_entries_1}}", + "{{avstream_entries_2}}" + ] + }, { "type": "Switch", "key": "TranscriptAlways", diff --git a/WhisperTranscript/data/assets/.gitignore b/WhisperTranscript/data/assets/.gitignore index e1a699a..42cbf4c 100644 --- a/WhisperTranscript/data/assets/.gitignore +++ b/WhisperTranscript/data/assets/.gitignore @@ -1 +1,2 @@ *.onnx +*.bin diff --git a/WhisperTranscript/data/assets/mel_filters.bin b/WhisperTranscript/data/assets/mel_filters.bin deleted file mode 100644 index 9e3c32b7b856f37c60392d2023be21d7e4d76022..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 64328 zcmWGwU|=}O00B$ZoVJ0mM#<3-7!3hzAy8bwWIZ)@_h>%B7C56~qagqdf#QlL>vq1? zqxl3H9;4J~2w)3=HCql_SMHxRnoqC=&ZyXE2tY%ixPr+htDtK%pFqQ7lo|~IY$4Du zrfjp_sbn;tU<;g4vC$BKhQOLF&Nj1_1drwuXn2fLqalDT1Wp8{*wnEZkLD9>fio&L z8UoM|D6VL-Nz4!$%_q?C7^Ox-09yz&9-m~>Ipwi6Hn~x;(GVC70Z0h+i!HYCk61LC zPawfDN{)sA))1JNy4gm@!f7<0U=5v7!O;+agut3Dhi#tztFwaeM#<3-7!3hzA+U@2 z%4i=RTfmHpjfMbH2+Ue?c{HCOg~up!Gz8E?pro+XswedDXg)y?m{I;{2q1-kj-jh{ z9oy#7e1a4vqs-9|Ko5ZnR~B36Z(lT;PtXHqls_5*NFl%>_|!TvW723oK?;*m=4c3@ zhrmKLVVhvdrqO(Y9x$W)(GWlifqh4eZ91nUkLDAkFd1czh5&j9+)4_u$@%6qnorOJ zW|Th~0!Sh7ouSmmKSF6VpCE<FD04If&_kf>e3y;UF2>P(f*vrV{Lv6V3W1q&vu$)N z4vnsXL<*Bp=4c3@hrrMOt898wTSoH<dcchGM?(N91RiK?wfRvKIhs$9!eo>=8UpAc zU@o}H=Fifc(R_j)Fr)m@5I_onGq0B0=<>`N%_m4<GRhnc0rU_EE1Yiggzd&?K0yzd zQT}KMAca8dlSZ3qH%8A|K?;&l=4c3Dgn-Mo0Gs6<4x{rY7$Gw%Fd71g5V+eXZZkWo zcr>3Nf@G968Uh$0(EMhz_1hOyY}i{ZM*Aojp))El8Um0IC|-Zcs^(~`4WH`g(R>04 zl2LLr1h9s{E(3F$qpw^>+g?~hXH;-B1Rx=BbN?~xmeuVxTb}lf)+vx686`(U03!ta zezjROTL;=a=aL_-Q!qkjRA4j&5Fudn?um7Ae6fwilm5{<1raQxtkDoa34s%LcUmnq zwy`PoSG8fhdeIU^a+EU~0;3@S4}r!08?B3S3vIflT^+4c;Gr_g7!3i;5YS)5ZgW}P z(<YatX*9232G6L-Xb6BqAS{vJ`rI8g8`f@Ro7*=;NAn6eR7Q!>5Woz9h-tOfVY@7B zUTo#EF`T`A^u7noAQ}}J4FPZn^nadftsG`=;}rDM`lWNrXkGz_$|x}!0+=DN`}Yd# zIo&okiZ1W1L;lYm%`2EeG%7M00^ksM<FMHJ;vYjB8O<-&C(pbZ%`4zg86`$T05b%R zZ|}D*lTfrVUdm+SAZk3?x5o^kQIXLQ0EfWFcZt^C^4vChDgriE){Uci1sp1)#Apa$ zhQNzfA#0AHN7gGk6m4pct+)2Rn>^YM!wjZTk<k!f@S7Q86&1L``Y5}!&F{j;*5^gd zM(dW*bTJwNI6`3dp<wG{DsQd7#`D_L<jt|pdr>f2x8Mk?QQ?st0xX*rT224G&^r7m zug$*P`__ifLPqPBk)0$)eUB#u8Y{G|7yBKvPOKNSQCPLj`u{4C(fooZyhf!)ZU{6e zPqX~*oNRsk;Z5tn?+iBKbLLv>Ydjroi;dhQG3s+XA>foyWL3Pj);cTkzP0Sich-{* zPPCTFxICI)@Pyf@)W{8iovAaeE;iO%Cu`iaHhufdn&Zg?>-_B3qxogzCW%p>;|YO_ z$NH?~f8|(bdz`f1zyF2xN1>V4?q`HX`!9IHY*cFGhQOf{j#hV1d0HQxxY1fX<&(AR z>=o8eme^YV@zEHqV@7VW81*@h5QzO{Wck-n(pqcQWb3fmx2$y-_gSxxEVkxNx;mO) zaD>^Y@W>8<KWuxfgxeCWLt8dkOZ>WS&AfSr_3i6M)(6xANAt|cP8y@W#}Wbo%dT36 z)QMQXQ*O83!g0j<``KOAEhY`tN@m>Fk0m#Zp8bL)%tnPqb_o25Yq4VbVPx&}V4`)4 z%PH%(CstT1ai&^dW%y{NQEfk(XGV7N81+4t5V*8_rPT#jTkAWwCs|(*Id1Kyu)vya zU$ph_vUgT%k53)VGg!iGRA^*}z(UzIR&S4+S+^YMwicG%V_oJj-+F6KqIFFKi?x`b z>}Y>xWG9bN-(v{@y<-!t`b(9p**R*g?a!{V_By`Ank%N*x?WS(`uW@5(L94C%tnPq zb_m#BwzvBAoXJ|{cBr*R`V{L!b?dE7rnXyqh1*+4bKJLT>i9d_J{#FdWYqU)A+X#y z((>MkEmn(6)vd3yl~}XoEU-38nrSU|Bg6XSYdPy5|5jRkHZmN|H)!ED${pDu&@n~Z z>WRP;t3%qB)*b2%)&@HlTTlGlZT-10*!u7vK5GsBsa8{c4q1%sP#X39Xb7N&06S-b zRp_zLR>DWDt$#16wf=NyzV-Fft=76mKGv(x@K^_(n`M<Il`vZ0pa$D0Z-j?{O>&&o zHq)0@FXk9pf0>tO-Ed*5wf*{5>w7B#tZhGwT3c0bv-&E}G&(LY!qds9_fbP&1HXaQ zRJM~=tC(c1Ih#VQw=lF@@9yZbX4)KQ-5;W1ZT{x5)%>_Tt5&t;qir?Rpd00l;1D>r zXqV+hpXpW~Km51q@G`NUF(<=1q`c2MwW!4UyM&W<=YD=`(=)rQHXG@T);S|Mos4=N zGX&}k^sVmI@37jtna8?M-PSsGcCNLoa)<T)rHR(gtj5;IQdq1fcdWKD>z5hLJD9;Y zDl$StpiAe1#gYbJtJ}2)tTxH=T9^N^w6?jOX6=5u$+|Bi%6fv8zV##?7HhS=8?Ay4 znOQY0RTyovjnK3*>TT2z2yeb>(fZ86Dxhz()w&R7Ytu(M)_d~9teyVWTYujhV{LxW z#Jb`Lk9AT1Nvo&Y#a3qvmyM3Gp$6e7Zv=<HvY!H0--@PMNo78=n!jG$dZU(|_2H!{ z*4Lk>S--mPX#MZHjJ4{5_f|d=mRh}FFt>Wx!abUQMsRu=^*SO1bPje{&VL<b6|#GS z)pdp+R(gx&tv|RrTW@-iW-TikYAtZe$eO8M!1{Ii9ji+hr&|@2t6ANTd^Os3Lj>U{ zYXpaY@AZ?Gm)~Sq{V&^QHKqKAm8gxZb%KqZ^=g}VYi@sEYu;X6YrfOG)^b93tmOOV zSUHPWS;-mZjMhIRIL(ZD9T5UH?guQBlA^382duLCmjB#pwY!jY%yk26zI1=<x_iFX f6G{!N7xM^PXSu(&nozpID$70FD$D&fIR5|uS6Q4D diff --git a/WhisperTranscript/data/assets/tokenizer.bin b/WhisperTranscript/data/assets/tokenizer.bin deleted file mode 100644 index aa1c457305d25d603161d77b0ad348255f5664e1..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 509420 zcmbPvih&{U2m=En0|SF1h)@C%${<1oM5uxYH4vc=A~ZmRCWz1i5!xU^2Sn(C2t5#? z4<ZaegdvD90uja_!URN^f(SDZVGbfJK!hcTumTa*Ai@Sj*n$W<5Md7@96*F4h;RZC z&LF}CM7V+oHxS_tB0NBZCy4L@5#Aue2SoUS2tN?v4<Z6UL?DO=0ujL=A_PQ)f`~8> z5e_0EKtv>nhyoGOAR-1t#Da)85D^a|5<o;Eh)4nv$si&HM5Ka<G!T&vA~HZkCWy!a z5!oOj2Snt8h&&LH4<ZUcL?MVM0ujX^q69>gf`~E@Q4S(1Ktv^or~(nyAfg6D)PjgQ z5U~(MECLaWLBtXeu@pos0};zX#0n6x5=5*55vxJO8W6D#M63r98$iTH5U~kFYz7fq zK*UxMu?<9Q2N63!#7+>g3q<S&5qm(yUJ$VlMC=C<2SCI@5OD}Z90n0bK*UiHaSTKp z2N5Sg#7Piw3PhX+5obWeSrBm!M4Sf^7eK^C5OE1aTm}(WK*UuLaScRV2N5?w#7z)! z3q;%o5qChuT@Y~(MBE1v4?x625b+2^JO&X@K*UoJ@eD*f2N5qo#7hwI3PijH5pO`m zTM+RMM7#$PA3(%M5b+5_d<GF;K*U!N@eM?L2N6F_|M3q<?|5r06$Ul8#RMEnO4 z;0((MVljaTW)Q&wB3MBL8;D>B5gZ_b6GU)<2yPI;10r}q1Rsdt2N41wLJ&j<fe2v` zAp#;qL4+8H5C;(wAVLyENP!4x5FrC1WI==+h>!;n3Lv5$L^ObiMi9{iBAP)&3y5e1 z5p5u%9Yl11h)xjE1tPjZL=TAQ1rdE9q8~&|01*>G#3T?g8AMD05mQ0LG!QWzM9csY zGeN{G5HTA>%mEQ|LBu=|F&{)M01<1M7#J87O2A|yGnkzL;$-H5$kZYbsZb6ki$P?5 zDGNkVDu`DECiB5+6Tyb0g4qhmAlXc?NG4dHLJ~+MF9k#@K*(G$8*H0GKFI3KymXLI zDnvs8NJyb1A0(6rF*Oau&Ih|GCkMn<@C1_(b|r|N2$oey2fMN|zZ4{vngZq}=B0p* z%*+E*`C!u$A(ny7&j-6GGnp0QLx_h;!3t8rUMT~6HxX=IJ~&WvQo&|H{RriN)#igq z^<uDm5?Ce^5>N^uV6k$D&mBRW)I6|ig<udz0TQZ-m0(UeSgS%l*wLv)5MD+i$X}&k zO^J}O28U@TH~{m(PR<4^ErUd1CfI8V7r;h_fNf691#uE{a=?L;1_{<wu-}rw3X1Zf z0g(yuL^0Spg>aD73gCcE1P5q7#2uO7kk0|TBN?JJ8>BQd4P=i(IyfTr^gu!v_JM>l zOTgCTfa5I#tfLTYtb#5`S|J6jLm><7ii|`^;43(R<r4G2qUD(-8DQrpLc&a;2rQcd z_PRnbl!BO32C})h1f(Dnl6p!Zs&g_yG77#RnN)};^T8=5F$dx{b+D#Vh+YL~ig5;M zN`}~w3r-goHh_dKYz2{-;BZv%06VTc5gdRekf?yVI5`m<qltMXU^U74;ONLNEdp^f z(;?xZ5DD^TVo7Fx9!OZh5t4!Ob3krYC<ce$#U_x2`2`@dI2EicFCXk;g<x>DQpf{4 zuM}*bLShogNQInCNcvEKq;drpkoHW7cQPQRBtz1iLUIPkwtQ&PON7{+4+%SHg!zM2 zK!TwNk~Sd$;0H3cpa5)TCDe2IrI19T5CGDpkOodS>0ql<i@+hJ4vEbRJHYx%GEytS zjPi^`u)j*7-h`#ykPNT~6?{PEr51xze=0aQ6|y1eBnujOiA9jmE-1<e1yosT5jgRc zLKNpf63QEpF$%e0nfz=pC$$3PkHjQ4NXd{|1PP&}(h{)4vh(uG!Rm@3>DL{k`eGx9 zRB#1L<buoA3;Q4$Ff|WsP-0SkDcC~_o?t4o7~;BeNM0<;1ZmC81E)oW{5)_7C6+)a zNLiMd2XP;y7|JgKXCie-UUviQhGgZ74PZ_R#M$Yo5PP7u>*?u%eNhh07LOajiXr*! z!d|dkS`j3DCPE9(aIh;BO2MhF0L&?Zl-tSR=vN2=nV|s9`vs6PCIyn95|hE@f`TD9 ze3ZZnOCZUq6de5u;ouaPSptp%1usxkDMaR%f?bjUEdw)Bi@^Ni{9Lg0`K92pFA*Fd ziA5>k5Khm}%u5GbPzugKxv6<2V2P3pSkOTnp9;xX3K}3YlM`VntRxehG7=%B!r_%* zm*kg1Y%WjC14mmT!~vNQ|0}!(d8-s$GG^wbvV&4gQ7Wh?0lT9F5(UMn;3S(2j$(x* zut$r*xwRCM&+?1G3KXJ2x)O_0LGDt>&4*-+L~!`zL-KWUHpo@^1&}mwVZ#Nm(vl2l zA_Ms}9VP_!O<5{9Eb>bsX(%63uH{1lDm57rKt-@3C=pVXX6BWEy;6`0vI%Tnc}6O@ zNXds(kp($m(UMF^a42Nvg50H0o&m{KMxbCxEZ_izM^Y+0h%;ajln3^GW-`R5Ir;fu zZz*IX7K0<K98_w64a|V#wZvp_;47qo!wFJ~=9i{}Lq?$hT#70<l|mAFaUwW?FE)b> z$jdJW)49+}1XK!uonD?_1WuWmRUo%2c!S8yGEf9$mOw0nv@TL1O_Ssth|4lEAtj_j zGS~}=dEi8>UItE<3dP|3kOr;<)uEMbVqPWK1u#EUf|Vwvf-^xP#I!_6iC6$l=7~9w z<dK$I1h%y#BNbY`K`P-3TQ7i&EXjZw0yZ);8Im2c!Ktn&6;gg?LQ+vFScyU+INvCQ zg8W&U46aTy^Yg%kD5P{WFaQNaULweRg_KN4aa33eHc}xY5t7qVL7@mTLcs%KYz{<y zIkXv53=XrT97yzrWI);!iN%oEEy+mD1baTS1fn1>H8lksCk2T`kTSMB6`Bc>pyfv< z*u?yDNMg=~w9p_8t;Ax8DY=Odk7pJ^GH@o?O{sa1YC92<;uG^ADJ?x8l2{6$_9W*+ z%ZhwZpn`&+0OFF63`m`s56M>P`S}p1X6BVZ5<pHi*y%~Bko=*Lm<#6TmqFsP6jT_1 z%u{#-BHzpf2W%;%1j+!19xT+-!FA)s9<Yj(%rr1v0BJ{D><0(8CpZr(lz=Osd`Ol~ zgjA!Mkn$<N2$B<X@*!Ef98`pYY*si7Cd0r93RI4QtB(u2LFT4HQn5mMDTt>4X=Ijy zlgh<zkhUWm!P?S5VGB}HlnPA{nZ+RAW|oxXKm;;#!4aj93oZu|%fQ7*4p<(fP$4`c z5fZMsrI5->0h0Y*fjpa-1S!@OF6;+cqEG;7lP2fqf@_{Uh!rWB#URBBIgpAiF)tY+ zo{?GvwhdecLQ-0BNn#N=FPG*(qC2sm0Iatt6`XAq((=LnN(PlTU{+>c2|Ul`Lt7px zsbEhkl&3;-bV)hHVcD6GXsiGmUX)r4HZ&E|jy${s?1v;s;Z%|VPVovCHi3du0bCPg z7H5DRoRXQA2Fb_@Mc_205M06qDmlTi1S&JZL06IpZNw#k!?qF<3dI?a)L)XA11`=W z&6<ntU@fU-kRIBFT_9T@gWClP7xqFN28nCWG_cB){BlUrat4>Fi7Ba|-~hKpA@-C) z3ZVQVNQsc2mc|KkVq$U$IE8~lwYUIWJg0zrjfo|Yo>*cD#Bce<V1x3Y{l3F{p!Pyz z;$kD%h`dxtah;S3j<>Q@aAP7F8ngw_5+wr~k0qIT;0h~0FAv=0Qb+~cp^%aYX+!4c z<$(KDndxB9WkZUmVu+!sc_m=g`K6GYlbHjl#-VAjI2r7qjLck6NGK$xCuV{RpR&xn zbg)P|$X2i?lJj#RnJyz0TrGmj5O5$vOQd8-FH*r6ESQ=Dt`|!(ia=Eu%mi>zkXQsR z!c!m)&4lFr!<)fsN;05TSV%@Hq(;e2gwVwhb#JGF)g>q9<bab8BweLK>+<3Zcp?u0 zl?foHBo;vo@PqVkA2)#v0Ouc2dVzFC^C4=|N>U*yxd76N&4-pc5TCv71_w!LUJ6uI zW?nML0)<F$iYQG2g=JcP5u|J^%S-_aKiB~hE=w(f<gc_;NQd<BLXg({6mT`32F_b) zunq~NrJtS(DMX4BGr^^CCcMv7lnRcv%=}Vt+$NSl>NtgxB1nqJNX>!tPl_`je!j2; z<OYSLOmKQDh4d9KYyt^hY`U-y6b|W-7GOaRG*;3eQI!dfYlX<v#0;?K3rkarA<oK8 z%!AlgkXi&Oh|)o|G03dLYe6O}Kzp8$I!WQtOpp|$0h|L#$o}Bop2BsI#DjI9@KA7q zSepVdIyWC;Su)7$V0k}CS(XB71%n-wlnTur3MKjAawQp>*OI{9H9aM;Q;Hx#nh7bq zplty=JCMai;0_L?V919IT4W}H>`Kka0Z|IY;3j5%3AoHCg?1M0?7(sbV8I+nJ2@Ym z8q!L^xmlq&70k_qmamB^kc<au&ZR<|0L6)r9_FJ4P@+`GO@*fZG-#ol3aQAUZFyZ? zkb^Jm0eif-1lqYtgj6o-V2|czLONoVsn8m;v?vc;{w5ZITE`$Y#i=>qrkg@JxGGKp zr%O;K1t&s<M>AJ}y_N>{Mq*w%xR6vx1mz8|#Rd7$S~wR{=9NL)H97f^!LEF8l76xS zY)UdXKb0p|f@=+hVn|jjDS{*bBLk44#4<?TmJIEs!!mPHDkw*Qyj%co!zm;}+N_z7 zafZyCO0dsB=?^-Xkdz57DHV#7Gr-{q>ZO1gd8rkURGX7u2JsIldxCq+3O<l3Rv`^i z^eN;ff&)D>DF>pmBp+H*r51rxf`TJBWb(@)-cQT}kF;f0fWlUxAQ6&}ic3nt!$ya< zf!&yyTLA6KLR*9BnUKbG8LTkRgoHs#Ds-$4mijL20-1ZU@nRE*Rw&P?1Vut7sQiPJ z`jAdT5u_ecNJ<1pr$TWltV0hetrKCjh(Za(dkV$S;w2|D4N|$LWTt?9a$`9t$n(K@ z0NSBSgd~22d`P<oGT4=v32l7k7v+EpD23wE0&p896Vh@>&M$?w2f#&Oc_O4*y|DGd zUT~l!=77=#$g)yMag~t>9U1U|^k<SY6CuS<GBn33Tm%OKG;=7JfKrcwBe)P$NQ3l; zvr>~G?FvYc!v>>@OTmd9Qt>91Kr*a?DcFFNOmG^>O@t06WadFkOe_Z1Qwq@Zkyi?- z|B|6m?4J#*nIJ=vnUFSeP9miDso)MtUb&D$TA>J1A(!SrdR$xHfGrJ&Hn$33z0{D5 z#Jp@!6f2Zu6hXSwhZlpw=rN?Lmzh@v4uf<^OFSnt861|N#sZ`n^tub=sZ2<Z7}SRW zDZj7}QrasNmw+>*f@2OOWHa-iu6@)1Qm2rT3Mm_kAw9udP@frOUTGerYXB-&zzXxr zA>&Zlsj1-BW>S6%I6bC7a)rXhCXhCT3tPa=fW$m-a{;U~Hy>OQDx{WyLm<7h5|U(L z4dcU$!R2^iDL7eXrldl8!U~bltddy*scs5#5|bf0w4f+I1>Dd}ECM%y6fW!m+f<ZV z01nC2iUMejod)T+WR_$?49iS|j*VwzLJH>0RIuanA>)ymko0n4E5tWNsSrP><U?EO zdU|>wU%u{|0<y2T1X9Z=1VhG1l2S{c?TO_4Tv+yo)F~z4uu_1I(q(`>tl$W4dMV^W z3bV|-bZD6gNrjLMnVb(!gh@FNtMUuLfmB?Q2x+9NgEJy%ObC*MQ=#oVPl!<|;NGG_ zQ7Skxb5au_?Oo`=X<`moRb~~q-STP!IC_#3iy(oV2TDsI-@ci<1w^GnE4Exn_Q=nH zb{@l_V<@GNQJf1~AtQAP(4nRjNKf<da<J*C70?LD$t;0X4JnW|adHtPQ<fG(B1FLj zQt_7*B|<v#so+7d5=ffA*avb^a%nL*FBGRH=jVX~LLmv(TFHPGJ_?yBso)e@P?Qe} zL{QFpwHc&aArxHtU2FvjDVzf*oN`dp3M?56u22#|5ejyAK@r5;3MtSI8K|&>3~(Kt z4^oj>0xjV)lZ(Nf2yn|O6Ea>{S^^H@H`77MM!_u~TxTSLI^|%2<a}@qlL@W%72blK z6a{utN`7iFIGrRGC1-#Q2KVMtp#!Z25UmQy5HmADBLg7kC=?VyJ9w#y$&emdaV03h zf+f?S!#0_aGAc0%(xXs-=9(htKs&TwUjnHH@=}YyAz6}vXgs7Qg410lEYBuG#$_&c zfFlOfg(wAwawRy~7NsVpfMY!;C%>E<)YAf`u}W~;92DxX9!G8}xGtSF1snp&@V*SR zAOLlp!PzP!6I}h=YyoS|hZdvx>8T~)fGPp8V53R7kSZrVF&B~^5_90Lxv=5FZissm zb8;ZbFEIxkVMif_nr|i8vEYsXIO~DzQ%Hf7thtaJnhEV0Uf6eGH`v*w#n4V+6{Ojc zSDKpyDJvg0fQP4(p;dS?WR&5;UPv|jx_b#IQDo*NLmUbkN6gGi2Rjgy3QHhOWl(ws zsZ$7sjJGJ1L6oPbmVl~$a5R^v!rGIN!Mjojl?WNADupzhQ;Wbcq!0-5RDLPA1WnBY zHNe4U6lX$e$qV}~KsvXe4iDJkBxpsK2x(+1K)jP!3@Ogap+iTH8kT|0DJd-iCu4<V z=-6{|KD0_o$%Hmt+@TePp#j+Z)Ix9>uW(@_*ns>3XlYzr3K?F^gf=fWK$=VnsgR2H z$V`w&(i0)gV9?+jw8~5?0%b6W(G}o2OaazP%*fA$6nf>bj=h3E*tHj%F7|+o%P)dd z_80bFgtpxCA&uC)RLBTGY96F8$bdG5G9ZqDjHhPiL2A4tXs1HK&=Ty7^rA#?j!H@` z0R<N**FOXgT`9bo3bHk^7~I`Z2m&X@#7vN;#2m=%TPZYur@~T|LL#K00G%#9yb7c` zKQ9&BepCSUvmyB-H?cAaY+fm(zXBQSezkc4IFu91p`#3WiI6HRA2yMYn4Anw*SV#| z&;U)&0QDBY+6thFARRi+lvJ9T0~u2(gEZ+fK>-E!6LjD>EfqZbyahbhP?88XB_|Uy z$a#1v$n6UGkg*GeH}k-<#re>wuUtr7sE`b<-I7xaAnnrh)I7-Oq(UXE_gbEjnUe}G z3lj4X#Y|BqxI3L*lnAa{6;dH91(LxTtF#C<obLij5(S`!KREX#=jUcZn?>dMMc{UW zg03z&P?Az}G9k*-K;14-OhTspFYE`)gF1SU$|^Gtlz~7B6mEdRL*ZgOSVeJeBBcLm zU|<0DZZdRIM&a#Lkm~Xba8dyc@Mq?wgV~_Uv;b0gC=}#_3u1+oRB(~_3OpkBWEaSW zeCUKtN-B6(?G3oO4;dv=C`$yl*b||%3?+~WyW|W=yC)+x5i&Gho{<kJ5U+zf^;MAe zPDxQEyf2;#3CiSraGp&q0S~?_n1SOl4Kk=umYS0fDTI>~A(`dDdT`u;iZW0Y1on1* zHZ%bi<RpT#ph9sbWZtGYIU_$G(uxhqNCg*KJHV+2TA~*e<%5RQAXY-#?4U9pY-|B^ zq)s6TTG$jrD$dO0j1q8Qg8DM~ka1Oo5OCWgwWuU9GY=vO8ghk{ZwkqY5KrW!ra`)x zDTyVC;3x#m8-Zit!d7U70-9fgXuGiC!d|dZpdn3IsAU#Ie3p?28h-=DRcUSkG^yp4 zK)a{KrQn{K!iDXiWKaN(uh-ojAk~?9;F+1DkO6{Z&~OY$I6noPzpsPS&9fOGZHkKE zP$+?RX)}w#(RE=Tw7KpCnau*LDTmhOnJLiRR8W*(2KHZa1}syjKxgK1K-~q9`AJ}B zZH5dj<%8Q!3Q76-;K5skn;>&b;WdgEbS67B58NnFNP|wQE0kq|+oP{GK#JIm`~pZi z%T3IN<w+l~&)!T0M{+)-_nBA<c3m#0tOEyeK~X*^Z-d-*cm-GvTxo;&o_-*=C=_R= zLxxRqQWGK7-{A#dBVF<#DZeBY(oR*lu=m0SP?+YFrhs)8K^tC~$&fDPvpFDHg^Q5h zR3daXJts9W1r(3qp=QWnA|y`I!DWm>UM6&SKLy%-Pk~LGXFxlh{*al`XB}YogZdNT zuu;f@)-S1fki?f-0iCqWO)LTrV-!K_U1&ol9WvYf2HKX&NiBnn4=5z(=Ye~ErNxkf zB?Tk{&7UQykWOMMq_iso4LpK;pI8DNWw@~Q!XA*niy)16g)B(fS6ot>mIiTf4zxnZ zFNe7M)pn42g<^0WrjP?^dK5vHd_1284*P<9NQ0^zQYO8bJ^@@hfSZWWr2`7k!Kvho zRLHboehDNPKy59sA&EthER~iIYGZ<hj0_CHcDsSoXd+~x)0=6a<Zx~yh<pl;VFgGM z$jpWG6cvh6A=L`FmIE7902%RB$jpOyvLrP*1Kj^ig!HpAVS_tKso;A1*^KqzzyP)2 zz@hNC0ld)V!gjE6;Thmg;qzH7proRZng?oDgJqJ6z%^TD31l|u$!@S{VhVWu&xMWP zL=IXv1YP}54#}vwsYRLKDm^6?Qfh(Q$<R@s%#>8HnI+KmDf!8e)<8;XS|%jPgTfgc zPU(;`Ha`#A+fD-2h+rocC&CN-L}-&HBQ+5mYk8^3keJAUu3kw8kA@VbCW6P%5+N(0 z-au;dT<D6B)I8|uSXwD`5-KSX(rPHr&jtGuG+6|Td&mroLU}%<We1wvgskt%FDfa8 zh-IY0nnw!Buue9(uLVl($vmJQ2c-T5XG~C%Rw#z{ZW19WDX|1P)AeL8IPTJm@=GCu zU>BRg0)?fp3EraAVsKsS8U%`-Qs{c8SKx8bTu9xOSq14%C^!{?({fR2F1Wo04$ZX0 z+{~Oxuy_)vvj7da#Bzwc3LxXj3W?wvRly%To^_-ZBAE&q?oogaE-9FU(s4R?Ff=K( z2wVv%q!dA_rQH0y5=e<$oCuv?%PfX8NOLmFAZ2h4Y@J7LK4>rj<ROLB3UF#l&4CQR z6oVQzVB3@PA$6xhPJS{tmXaY=C0JKV5jcxq*asQFOw5ILLvu?ZZ97Qw@4^m<v_f_! zxS&+X%uCLJtT=fyw*_QSVhLmk(UJKeuVsJ}Z(<R2=(#u*(w4cf6D0Yj1?;TU9LVT~ z!kY!4bevfPo)A#50C5z`^1-u5uueHRgg|Xlkp5Kg9K^GZi6E7S_dq6G9l_ZN9OcC& z`Ot}$;?yE=BfBgW(wRw2hZGh$iO_+}M-7ufhNMC=u!1ur87LG$3f5Fmj~^tjkOzsH z{Gt?SgBdi>4-IEf&kv+18PbtTF3E?u2-5Ec2RL{DEEzn0e_{6p@Mx<-4rGu=AvYCL zC@1EC=h`neUhD^jXK5Z}(kK%)a|s!bzCQIj$gWJt=*EQ&kdd^^l0?XOU~wsQBrONl zW+{L*&k~`2%*ux>$Mb-$YEmc$H|(>)DXaig>x05L7uM6s$xMYT%Ubgq9Bbu?nGk>M zyRZ}FPK8qFnuWsBOvoxL=p^&SUa)ikWZj!WE~EwcU?<p=ltk#DVtRfmG#Cp~Aq%M# z9Ki)sDkxop)#gHHg%lFY!TB&H71SJng)3-08D!CgeHR-*4$sU2@e=b&z$JJhwB78S z0nUyJkbYb;wAwF9ErhJ_y0G`cR**IYzkIOeiNz(5GFl-wGbaZ;m;mXRf<}kI3JWqJ z{S?qV0%#5w?9w#okWxN$JjM^4P!-a_IZUA-5gfz{X+@9(tPl+D)aGPDCqoK~^1&%U z0a}eK6cj;Rqu`SXnZnI4PE7&(J2^iORDgq0LSg}=xO)vAu*(FEC4e26lmjl%6>=aQ zjm+YbVz58JW3Av}Cy=rtSi7XS1e#9L@*%zY5=d$;Duvb)8PFC_S!OD@z{>>9p@WQo z%>ibDrcgmKkOUqrecT8h<xvO$*W&4^kOIE|Jf;cG+K|DfOz22!GPt4W2wuFI2Wc~b zMy$cXngLt>2D9NIxSx~^8J$shwE>(gic&#C8Q=mS2-M64vvNS=10YA8Zvpc&K;2^y zUm*hI_6z$iK&p-666h+&v`p~Y=BG<QijK|(DauTRc8v?5W1a<xkXcWK@<hnG8_?J) zxS^N|s(L|s67!&omtg5ABR>byHOntbhfI$pK{CWS@G6tTn<3$onwFND3>ggrtz898 z1%iX1AP2JIEfJc!Q^1j1S_J8=D-`8J2DNfhA+t@dHuZqqZx5ba1&s)SLntW~)Gh@{ zTx<i83Wq=mC_f+KFwh(hqy?1+3O<l8N}=;G7q)=|FR3Us5i+b&kO*yr6qi6|7cz^W zDHAl009%_-npXl@lzed-$g~R^AnQ(Uc7a`!0`IxMSq^TEgIXeB2SM5v7xqF{{hR|A zGoWAr83IaWAh-8}>yS)P0SyucwR0eDOog_fug|;=lE^H}gmnB5F9&fIilOtvCEyB5 zp#ZXGUO@#cnVSe%>6Q%YW`M&zEfKmpFue#eQ?H-}c6??YC{)3D5i(2#Da3M86CuTP zY96$amRJl<7z&9+so*h_M9@Gw*q5b{mQyNZy!~by*aZcU8M%B&b)`@YE%Flcip!xD zPg)Udkyuh{B4io-p4VVE<$_1Q!Nx$x^c4J3Aw_0UYB6;2QDzFHDG!^=O@kOw0C9g> zesXCswAodX3hFyS$3&kl1-V%v5!`@M(gWKE?!SVkO)l)a*a!}N&>%LrsxHchwpa=> zA=3<?1`9YuOJK_^eIW}OiXc;o3Yn0$^NiPE4-}<Bio#q-AEPJ{QVJ!4$}3RxI|hO6 zORY$RE*>o|NQ89JKm#ryBQETP*0V{O;0CWkN-Cr|4qeBRp95*g6qF|AWP(S^K(m=S zkk|qhav(z#JW|1J{#;12FbA@(DH%K*rI3~gnc7RvFD-yhMT1(`;3XV6(AWZvXF!IN z6LVk%Wg@7M0Eb0JB6OzT7aWX<Wf0$H7M4Of(#aW#MTuayDHMQ$0OWIjKTu30LY8JL zWP&FmV4YrtGH^|klUWR&kB1KjfeKy7q-#=QF=T2Q<h#UTNb?N5@D?PXP?-wpjg^3V z@ZjVP9?gfWzELQL4sm1_=YgBSpg|hYG(1>uaw24nQf6K<bjYS45mKI%gGxiN22dFT z8m9njNKAr^uz`9;&{Yu`rMZa^qd{{F@KJ<(@H&)*bHLgPOTnH@EQWOG6~Lo!nV@a} zC}5uK=miIDb|$100af7O)S8)B2Ayll1Xb=}ql!zxllhtXd5}^eH75=1=kg42%MZ+k zbXy>crNGOtAYJWz$lS*3?vB^p;5Bxc`H<NbP!>pqtmRU;u^jAc@GKQ{M5Gk5Tr{-^ zGDMRH8qWf|FCDa26EesV0$OMbifaWcke5oKtAf%YD||o+96VZ=pAYs#IW&DkX9*NS zz-j5ih6~$40g+jp2^k^*FTn(BD9HyW(JaV1kT>06!7|8%s=|e>;Ea`=lMij2JA$Wn zE_Q-cW#&N!#}rEQz=fH@tL=~xy$#@8n_mP?CrOZgo<dq?4!Ad&nFe0wX#|ccg_6nw zNZScACl1M43XYIfS?QTY;3Tc!2w4*gT9g23HWlQTLQCiT9LQFXRLFYD3mc%NPcdjv z9~5FasTCl<D}-l4)<u*;W;}{AAuZpcROn*ey!@hEaNwtvf<{WfdQws$P3hFU6lmF( z3SKXxPysSI6}mRk8QfPX&4$EpMq&x5Hx3H9;?$fnXp6QozZA0I=1mtU@DzL#A^ig9 zjH1k9NX|$vO)V}4C$oaoBG5Q9*a@I<agb$2kS3TyMkcsX3hGHi$}G?f47A*H1ucRG zS*(zsRsvaappXXXtR#XK{D7sBb25`56}L}*K7>)6Sppe`14RP3j7x=f<r5(z0Sc*k zkm4=364VNTm;*|qAirGLcVQ!lR>*}ceN#xzht6-7Ks&m@&`C^Ca}!c_E0iY|LmD~7 zB}Ms=C6k$Hr8(dr%r5|~zk#d}$%N*{N@$^4oB`X6P*PM18MsO;C@2Dt`6?u5B<4Ue zXKrR5sJ#MlXhvclc%(<+HFyN)9C(LR4rIzYHx*Jh<rih9f&;%G6;kwrwU)!&rceo~ zDHR~Iz?nt)kldLF8mI!tQ*kL|ZI%LP85CG^8mQ$2PEp1AATz;Xlnhx+l?ZJSCZ<8E zHmEBUKx=Hknu{~?p{vf)VB3sx5+Msw!!sbhP0h>72T#Z<Bq!#8?MX}qjiG}Ii!^Y) zSIC17w<IQm>R?bZN-YA{K;Th9=)AEjcrjFF3Z(p3$bs!l34r7<(6BSO8c$4yjs}1_ z%pgA}Rzb@#1w&I1Um>?N2Ra@P2}O`go`T1NGht)oZ{~uVcc6R^4v%8U<hsHUaKcZ^ zF9PLpus(3d7t}ujIs56-z2Kw)%B`TebdcDC_25qBg$);*AhsuFLXuQbYBFqwC!-YH z&jAmVfvW{@IHiJ{ieM&a)(V<Rvs1xAqW~I=g;sqR+d(TXK?*agz@tterUH018aPN4 z(n}#Rkd_Hvqybv716eE=04}&nb8^7)iMjdU#0Bd3f;!b;_ZH_vCx*dm0>CM>2vYTw zLI;5|psB1ZF$cQcAqg_P3Y&G_cVQbStd6vU$T_b;p`uU)Uh8~e2V{`<$=(HEH-pAl zp-Yt$p}Q=SOCd>LAw9LE7~Bg34cLL_K|sbm1#gl}%mr_p%>_?6B*P}JKm`=EccI_} z_Gx}8WH;p-$WVMSWM@$UWPDKpHuO^fD;aY0A!S}FtdpYP3hsPof)-+cLnk;t7t-!Y zNi9w;$^<8m<kBKgn-Ap8!z&>XPy*Smq~HpfZpwx1`E><%9Xr4Ql35CAih!D9kP@>v zGZ(sBDJQWA>~T<mT?y)9g3@GW4z%SD+5`e=m4MbQL)RX;L$_O$f`%kO%9CNe=KKOk zI}el~ArsH3C6M{sq?|<Ph%IO(A=st)d62;;&=P)7XupJHi#Jmt9c5$io)^aua8Q8y zqad5|p>yX7zTigeg$>Y&i(=Tkbv|TW(e)`H6LTS>li+!uB4}lh3P~GVFMt;Xy_pIg ztSd<^0w+F&QgB02Ap<)7R#21=sfG(mbHFP$ic-rV(U6~8keF8q4mohY15|Q@Tv}RO z0@<ebcIpg}gD>oYZlNqLDS|9;NX!Kn8X!qnfvZql3NE%l1}Nl0cOT{DLkg0V%wkY7 z1*uoagLICTtpW2&^HRYMfJ6<nL!(fX32qIYgX|hiPRs?5swgCtf@`%WJ0PK)3)yo7 z-OLf0Uka&<lTtG>AsbjSlfk+8$i_TST2t`%20Jb%5xUO495l`fc13C)WL;cQDs;gI zXu=^6GE0*Q+GhjOUkY8<WoQI42GmQ1G-8tSOCT-mqEt|Y2a-(9D}nSnK!fUFH-|uX zQxwCt4uW=2K(v9H2I=7TNDd@7fhM*gBV9${ftD0#rI`q7{Da(^Sd;<|pBo!N?s~GT z4P+;1EjD=8AUQt|GIDTX>%~TJOoO{rIgmu02J4Y1<m5v-k_APeBo8uI;my1bP?}Rv z1jk8HY7V%xgk;fN=ulU7W(p)XfflGhvTZ43V(n%txXud)Z2|zh2$Va(jAZCav;3S= z@Ia$Nab^XmJWEW<g!P>dZv*=^GY7nbMZpzP(1KbrsgR|iiJ5tj4sC9J3M6I}3Nn*R zz!gJkF{Gw~6w?ZZkiBNvkS11fK4imu61WTpEn5WpH8Bq|Lj$VulOc2N3W1RJQ({>n zWV$>PRyrt@<%7qNvLQnZMh4*JF^SNDSp`o>dQ*6_926lLkWuqq@RU{-r2lte#|6j? zQZZz&vtuYItP+brBW@r)3KuqmLf#XybswVk!qy8rL2{LlUeVK55J%y{Byf=C7iEHX zi(J@uVe^H3Aj1?Ai?bmO?@VYTdf$c3;OZ9C-^t8_Zq$1-17u85BBYfJULp!kOs-(7 z^E1HZnnF$@B)KGkI+P#{3I*VjT_Lfc0MaPQ$%Gaw&>6%Aa50?=?M`MuIwT4{kWNKf zVlkv70F8g9CPNZ_VlHS^86+~GgSKg<d62?A8C(c~eVSYf%@?4h%8(=g+QtuYXJRR2 z^fbS;q&O3@w@ASev}_*a=EMR>4o%F1>>@45fwr_VpuJc((6%#h*p<L0?iHZxS93w5 zjNs4%ucLuAkzRv$=RchQGX71=98jE9ft%)_xhLr0WdL}HI1jRyCKb9IHL(O*^Q5Lg z7X7^1u>tJ$+<fpD#$<4hGcgxzSP?kif$UHy1~0O>*#TBtTnY_ySnyt$3vz)1ctz~9 zIh~+91zJ;|Sq$!1W`dWYfmA$Q2li!7Vi9CNsKT3RV1e?COz2MVB1lB#CPEefD0qN- z<O(T?5F2kSzX`5o6q52Qz&brrbD*Qq#n9z1`32y-U6ct~Ik*(EA|f%lBok7&<{e%P z>D@X*Cl*2bUNRxwsgMkCi384fpf$<hhzFIXV8??OS|~U|>a`r`R^HUaBIss>@_f+l zAdt$9;4G(L2%c|BhW10!O7p;bS-?eMZazHA<v<!zpmmer3{VPgKr19?f*Z`>oj;J| zladNe69xG>kbZk5B!@%RGlIueK(_aQd&~;HiI9Q?G|d1zt3w}bd1hV;XzUUkl?91; z;GzpMMgS^jz`<HxlnGrb6av`~nh25tnXYgi94O_`d0PcnNOvn4x(p{AJf8Aq4%ig% z0&Y<9dE5vdA}xciCn+t0EZb9nOnWO-LL$ASC^3Z>G%*V=@u90a4}&*CD5O9RK=B7p zvMLmpLkfVrRPchx%sg;n1v{=JwE{d2kqJGkAuSU!rgeBBxIR;GflLHD!y1L)X;E<C z>nMR74%()0VF!q%0Gc3xR6GTc$&1V)NbQ)JSC$Xy9fDRbrb1@m6cS6pD=8ET62T!2 zn%T%N0#~ZJ;H5j6X<&|mJ=pN1)SP_qj7K79&ju)<5|be19jI{tZe1xPLRWVr=R-_L zEP?jdDl#F%MGDZpX`t<skcKy8Y!5oQmk3>kkp`M;0B20l5@|@oDl-+bdZ8dQ6*5Wk z6cTSmpoPL9=P10|1fufuAgw=eVU(E&ZlWusKszY~8I_RIFf+HHC?D+Y;>=u7vlo<H zJe|SGEDy4wxe_u0SCC%}PS+p>hrvsx6_QdR>*_(Hn&9FNG)@kyl}e#YGC_mqd7zL3 z^`oGxFO&20A<Gv)6Ty(^g^o9c27|5kg7&o^fXg0GYatOFZ=m7+V(1)EVludOq;Rnx z6hffpK`NvUFM?GP0ic0SNEf0g6*LeBa)v?)tP!0HZ4zGq7p9r8IT!Gb4oLEWwf1ro zv!Ii>nI)jn50D!(b8^6`Pe}*NOU#3`Y>JaXD|kRc3K{v}(m(-pHU}hIr{<Nx#|_dz z;~F5BE2L$nLyufg2mz-oh15!DKRYuw5u8yJic>-R=D-;x13I!-lnSYa6AKD*AS)tM z^HRWpSpc2S%u6kYO!7fjl0d_!G(7`SIA!NS=kC&=+b9&gAlcI;GX-3xf<}eFITY-l zG{|swE+pj?WaL8^fF&hDHYld#gS}G#9+d|NbunlN5R@28AtQkoc0l&|W)^_M_reC~ z`Zdt5mefSZ3ayM%Xf;y;SvUbX3q-*k(m+p1ElJD-cSRH~%m){O(1NiPI`x&72^lC< z01a7!oekahRhkFse-xGGfs!aV%_ryQf#wjw&ISz`<U%T}<ow)xaC!#yhCzKoaJYNH z+Ba|JLbhl6Lr%&mfUbs82!O28NQ918DVQ3710f%@ks6e16l_2ifin>#JElWNpcTsU zA;*s7K&JjPlPkf_1MNM9R&qYzLtKjTAz@#V0b4x1@4_ySp$f&Rpw1N7zmAY48kx|Y z82Ql6UMWS1kiHve5kzJ(BwHjW=0Q*DNrH?!JZ@|Qo0kJ0t~s(X7aY!@URG)mXnz8D zLI^fOmkC|Zo(Ek>lwSlHW6g#wG0cbVGrj>{(5&DL9goUS0?pKe12zS^*6eX3cy;Q8 z>tN4=*AGB5bYcNy3q)pdF?7}Y%Z8cY7=kSGfbPO9C`tvd?F2az(gy&|p+g7OazINU zK+%v7*<7BM4{2s5LHnhp#o#^TV7tLfk)iAUz||aRKR+bTq(B!CD&!|a7SBLd1VJSe z^B@tFT38CvUInRmz*DW@fX&SZje~*R4(@oQLDqa7UJL0Rq(M8Pd8wdrJg^SX#5gq2 z5=%-Fle5917kfeFDL8?JfHpjWqrNl`oc|Tv!C5CWAJV=}Oa@QdfYqiKB|^8_fXXpY z)>Lo>_xuz}V9jh$iyt;)kqq8!+wvN$*B7+%9L(}cErx6!$S;D7VZfSOE4P5<L1P?{ z;t({X4oU168!k43U7nd+0NuWFcnPFVPsxOsqL7ma9%_Oto6pRL1Zn`(4uw!?PstxL zD+4Y-AzfvKl>8jXf|s)V<ip_oum#YeO-FD~M*&pPLWTxGE5abFebQj#tLcf*WmKMd z(3$+4{9;Hy12nsm3Yiek0WG}&dk>rpA%4kADTS&mN(F6^02iB(o+oVD8?=ZRQrzvh zun8RTpas)8skvZ51!u@kgSn918IC!{kkt;wnN^U{jr=6!k=o!=aGV7vgDrxTS*dwo z2j-U+B}1x>#NrZ2g`fxB@TQOpZjt9?LRYc4mO-k%WXN$O3K@{ymSy0yu8^Bp42eAO zi8tW!59nzG$&gh+3Tdf1;I>+RF*v`0ml1<P2DEtwGVYa^2`OMe102vXqzfA_g6Ed< zp?hC5iy<>n3h71AsfJR>8C42p;Gq|VH%*{02AyD$2}%E@kTC^NCiZjz*#~N?LZ*2Y zlAzmC(xGP(<$zmaZ>B-_Z5E|Mb{r~Xfz5t17u=K0gl=3Y&WG&iS2(;JES;GQ?ro$N zK{D}S@G{fHG>~%?z}u<8HGewT3Wb!zD?xFRSOA{XN~{2vAdWfUSyZqN&`tp8Vyi^x z+MWyhq5bY+(6}SWL#E(S0fpjB@WPk#kb@_3p`-es`nwd8AagTQQgR?+3qBwO+?56G zYXG@H0Xlo<kqIe=K)a<N1z~1h325{JT;3)__bL}a+b6|2snGL;UV|sYGeI+5VB?@i zEvBSGGEquVW?nY9^oKTNK>Z7_7en(v`=`K6&;t2XXh%FFKOZ`^mId8goSF`4VfaE9 zjDQBd!P<(z+vz}&s*s<S21&jbc3s#25=l%3oi_qb@gN&B^Yfq+6=|8!Y+q882w7L4 zkOw_M4%!5|u<2qq$ox#mXc4%SEK7t;*cU-t90iHc*|6eNNWq}sk_ahB9g{$MK?|^; zosq|l)4?L32!XVY4{rg7>4i-f8^Mf}d}vD%G}{L0)IZ(O3(of7{y`#i33O^j2_#K` zda_`h<*7+vTT643K+XiM;Q=L#=X1awPXaAu0X1Ae0isZpng%&u!x4ODU>;;^Rc3ky zWCtK<nF=TZQ;Q&Tc4_%V>8X%G6i{sf?a^J>3fXyeVK?L;pCZUK>d`&mF$e{B$kNi3 z#3D$IlbBZt-A9|42kH2yLt5!?y1>(E7s2Z<lOR3#EN~J9trjbVw#N#JASan+rhqp+ zyjTWu;N!-9AipZ)W>$cM2z)jUY?IELxm#X?GZSbB19X4}G$a5i3>0#~<4@q|C`c{J zgf3eG6@8E?&B*-H5OB){yv`fECJPjvufXev6q2B6G#%W~0b2uFiw`|rt_m8Upw1IG z_#yoVXu##<CqimgkNk2_{sl(~Xe}-z{vaE?GK(Pn{rq%r76l!52(|^Z>^MIUQneKn zWrEkEDwIIV$ivH_o2fGsA?v48E0RGO3!FZZp-0L=Dlky!DO{fdmH|z4gWXU9>jP${ zfEV3mK*j+SQVTL6#Xxy#4rt96SXVi;+5TiFI1E9<){s-Fpc{e}E`X0bQ8+RYEDxSC zflQBGY`Os5v<F(c0t(bDaO(xMV+8C+aH$4qP!^X!n%$7qL69asXmK&v2?eE)10-#2 z!B&7abwiSMDY%UWuF*gq&CdoWCx!ex_`0E@ROrxA31o&WHLp0c46=>@JWLH83c1*P zVGG!7&?0{5YK1b$rrt*lkkCtmEg4QKEh&LkNlBT|S!7VCq(jC~6_vnlE{1jglX9RF z`zfi3kSI^gO99vEi6yD&kd&8^nhRM00P@A-#>L>oo($QK`?zr(IL$-O!+@+ZC`|{I zbRfkFhTvTf>5%EO#FSJ>l?<AYg0@FMOHIMU(uwI15zwI%7r=f0%sfaV0yK95ik@u9 z<XK`$3aB;(iCkX+@=Rt)2_&JXf_ge&Ya!E#OTYuNrI49wh1^nbtb!VbnR(y_NE)>2 z$c1gVe%!bW?3v<{qD0W7H^`0&;4!T{_<Hty@cMRzlvMDjih?uv$WDcPaHdIz#0{vb zgxXaE>c)e@3$!aAL@NZRLRv(SwdSx=!nG8#x+E2}j0fZ?g{;zC@Ge+|aL~DU;MfP% zBp1M|M2jH<`jy~%-qX(=tRod#yyrs}N~Pu{Lq>FRQ&Tb%!TBFL(hu2r`4TeQTu=lX zuucS**a`uV(pMoII^9u_2&wHdOQ4H^O7cN-+mO1s1T@$Q@>gnJIyiMF7L|Z%H?V`s z5{ojyIl2HePXG=P(1b-Pw66l{v}Wc*#uSpk2R4C+Ps<aFz$PgKgO;yCikM>Pa^jrS zlypc=EJ!U%h8AQB>G|O0JkUc-obz)b#ZF3UGH5XXIOvMu6SQxqg2${i!Dn@r7G;(| zd#R;Gpb0H-^h0YGun%*<OSZwjNCE950h<Q08Ir{zO;Uwq=#XrAKI|~WqI_t*oR*jg zS=5k}3Q8BC<e39GG5|F5lL@JO9yhKBNhml&1|M=0^AaJ!sQ_vmr$gHOkXi%m6wsIz zr2haK1cn}FbsaK<R$Kr(^A8>opmiHyeZ?91khP(ukV&S)OTfaQ!58r8U>Uf;t;mGT zG$(`3?*uC-E-fm63<G5(LYMfuc!Gl>4cy`ZN4H;U1*CQc)mf!Ukcu}sKLx@l%7=_L zr-L#t*wA#)7!%0bsU^_<Woc#(WX38DT0DVHmVp$9pd5*4IKX#-gl9tcZx_H$iwVjH z7h0eu8EB~|WIpK4G{}h{plT~M8RAMvp$P7DWEO)Klz|f{s62wsP=faF6+liq058o+ zOa{*>D1gql0%!N98zAe2N}v<X$wiP|1PbXn;E|U%U0Web>A=C0l9~t^j{<cCL2Z7B zr$HMkz~!w%5~Pa>Dgi(RPih6&BZ*1HNTY%ZxtYn}GzwlinF*b&1@+T2OCY&D2eeZd zlq2)gp|hsNsnF#Mpdl`h45&Z=M_y4Xd`+k$bj3a7px#Ff-C$cl3!Ok4*1<uO4BCuU z1kSIJu}sLg2Iw$VP%J8V<%0}QEJ%bj6+9umgiKId1{?rsiJ6eqgrGJev}VhM9T(^X zsgz5K5@CA-i!zJBdkGbCA@dOmN%^qjG>V~n%OHbvkkAW<jAtvP!BT&5BJ?l<(5O;= zDWo9D%!4kh@Bt;k(!7)+NK4NVGGbc>8H33$D#|YhDNrZ}jRb+isyG$4UPr;u3@lfW zSOi%w397O#_JCD^n$(Hlfno*F7zv~x%S|oGfSiP_086grnUFRE^vJQyl2k~R1FiQ0 zyA-sk9g^e9@?nR$7H30Ol!De>gG(ocR8Tbq3U-D3Bye|50X&d<VFPp@OFnd%5wfjZ zAt@1hL@p$>Q*%KRg5b#WhBy^`ybUBk(=s9RT&cw+kYnQ>H?9ELl!-Wcs{~S=7lSt` zfQ%`HoTHowov$nb&18YZ6)r3SCF#S9z||0FNjLax2awd`M#zww2ejIO);6HE!64f} zr<8(}C1-+%&K2@fOF*L;AR$<8OUVZ>cm=IS2dBJD=qW`CuUkNt-dGPxeW{=sGH|q& z<iqwA6%=JccNZoXC02n8z&Eo%CTA9cr@=v46LLULBxL^QW;;msanodwx#wF!?o%j+ zoCT|p1Rk7FaDg7FRh*FsP7vTD55O@~3N1ZKpgz2?;lehMaSCpbp)1fbd$5T~`H(4r zMDT>p;cZ|~DY!$Ia)H*y6+ns((9T8h3L1qH=(s^~=8>6TYeB=>kV%@y4Ukh$i=p$F zMX8Weq|-C=(!sr8=$>0pWdXL{5whDNAJS}k+|Ud1>=VcYJ7^LBlJG!d`jCR%Cm(W1 zG-x;7#U5}FgO2=wB%)%-iQiKoU7!p|h6B5>7*vKs+VkKE7f91dAql$08I-5M>cA_n z!S(y2nPB(jK}Xb5it?e0Vj#mn3KwR8B3hw15qgRsbXX(}dL|I45(FEN0?nY{wS*wg z8G;un<${Z^vQ+5ydqZ<j<WxaMGM+;AdZ$1puN0i1lTDCQPQWE4cv23UGZKq3p(A?5 zu(`_OQb@3s!{!oFAp^{>c0yyP6tcA<BQq7Uk_)<<5i<Ul4>{d0zX-DbOTiVqQbZvX zI?$h33JJ$N(AH>3hehEq<S?pa$drXbFy!z?g<{Cv49_-!Ga_gv9y~JwinR+HKqpRt z!yL5!F%#1I1g*D)40fbKj?YmjN-Tkt6`(dN<XF-d;O#!pBcv44AS-(_L8~f30bWp$ zngR|Z(BxGybdsn9a_ruP9gx#WGfN;1Aq7Y9I?|%lWbm@qM9}HCV7<`sen^4io)4<r zKvDM+vPA=QmIEY!Q;J|6DDWcMRLJalX%#3k6@0-_{ASJ`aL1qw5>!tczyo>;Y0$~L zH;X`y294f;^+3iq6pEokJxMvG5Z@<)H#LEjD&#_r>IF3nAk7!hN@7r2Oa!e~gg8Gl zJr8v37g)VB^st;)ki{vGIZ4QV#5a)6RXKG0$HV{>Gx<fJu`G~*3T{P^2z&)u(Vhev z2nQ)qC@Ct1E><pp9yS7M#g^tlPe~~UR}|pLO$1dV>0pPHBtnXKFHofo^6lfs`Cy5+ zQ^6yP`32yT>wFWq{x2v6uciRIqbMKRwS-PxfHW7Sf{!(xcOB#)P*Q~SEJ1x*Nbgnw zv=$Pw4-B+;2Q+mEvaJBNwB+b~a9Bb2m4cgCkDK>^?FRMQ5+SQ*K&>I@@_&W&d`O!~ zp&-8;T$q6tbmkZ3f@V5Eu24wIfi80d?c@bltO~xF&{f<eskyM_OD>RlU!k}ZvVHkt z6Lg<VW-erU5<Hp*Den@CV5>Oub3udeAg?Q2m;!btNIz^ktRM%n&aVl4_JyG(SY1A( zng<OnKr*~Dv=ft=lLP74fLmFRg(M0|iQx0b4(|c0%`AgXeJZ3tPE*f?Tu}0?6YN#c zJR3O76d-#i60;#$Dkl{(g$`=2WF|vS`&PIx3zT~xr)`2RbpXYKLNT<l5C9(Aas)S# z6w>ocpxesQ67#^N1}tMi`mvA}PbRcy9{@hq9%QzSKFG`q`z}Dv8GxRflnKfaAPI#; z$lOb6E@Yn)c$Ehv1VDR-Vbcy}nZ=oq6azjQ1-iFK!5?}u^@S~vX>ZVBkRVGT%S}Ur z!D+NCGau6P%F8dwgbWHPTmY|I%7AQEEP%BA-hd-012XSfQj}i`&L*Ii7<3^@0A#Up z5%lE65@;*Gv;f?B0HrbLux$!tg;^qWPe)pQ5p<&+XzB{=>qiZc<HSJQMZkFrvcpvY zw51cAg1}1|AlvN}-aytoK~E|zg&z2t3|<70m<!#Tm{^V&_V9-^n9HDxPC<)MGoi~% zAxBZb);;H@g4cb3(oJGAXw3j9ah5{PVFUGxz)pd#O$3K!Nq#A$%>g>X0dlk)xMEI( zp2r6}=KLaLiQel~U|m_zBRmu?K)R+SMbOpNkn=<piVITnAY+il$>80)AZMgPhGi8D zO~9@Ijr!$7PXAI!%mJ@X2eswE`yU@Sf;YM+LKZLP<UnSA(x8jKKxbJ(?l^$1rhW?9 zrk$Kw1Q|MahR(K^<d;G!UC0&`SmBbF5814KVJl=j>hMZv`UfrA15H$eORG%q<XKTA z$myBTN$X@tR~OV50Z*rRLVBE_16iQsNU0^zIo0Bl#5C{)O3xwVcm<_J;H}S@kdvG2 z6+z}Ic!3wifsToQ>_ST|f#ezm=Zs9~`P{E3fV+#Kd9c+bp!}eq40a=EBm~sM1;w`l zXdVJug@I2P2U$>>0~rM=PDLyfD*|t?gp`?}5p8gc=0Z12XC^^9e+ntkL1f6ma^UhO zAF|Z`1*Bac3|%b=J-1iE$Q0s=Qs`*0LUKOj8k-v{KrU{X1Ij0f>5xeWg^(~1S0OkP zQuca4^MV3&c)v6qoFEcGd$_>vD=mO-FUrYJ2YVe<JmsX8Kz7(96+yT7CW2bOV3U0z z#Smx@5IEbXCKhKx4_5>YAwUnP&ON*k(((Y!j;2D!e~U{XhfHKb4;NF&NKFJ^a-k67 z0ZzG~m2A)h3obT54)A$8X9Xy@pDqC}N>fONT<!p>-N8CaQo-~4ActMpaREFFotX?e z?H#1)$!_q0WQoZc;91MZjo`C+GZG=IP!xhoAmwpUYB6}k84__RiFuITD5&%Yr%{FT zkY$X;iQtx2W-+9eD1js_&?(E{LLSu8M~t>5=2e2a`5=cWq(RqF=O$)C&Pctm19Axd z(~00HC{Be;XXPZqm*_;oPOeMJgtpc5A#-b>(1sdU1nTjEqaYuCUc-%@;9vobzNA7n zV&o^oSJ0#uflm^<*aB7qI@=63m|C0(jc?G%F?h{dS!z*YIwT2!_5gx)fR^hdLPw8M zb0LQkB!ZT$g97{T5=cv~BoQ)?r4SCO0~9>KO-KcIh(A(u!DH7KwnA&U0O-Oz&~7Z4 zg?agqtwBAIHTxOReq3fQXcz_@qKRc-M}p6)g0$qpD=i?)35rr73keRd0LLikH~@&6 zj7-p|Jh+co3hftUfxE2=iJ&1=updEZL1aRQTZ_RbZ$i3d9?+d3iMh}{YYG|AmPrz5 z88A49mZxSykC%H5-kfu8Hz<GJ08bNVra`7QKr<)cYzAuVz_<E^BxXbM8|X-QaI+kI z?iSenplxN~JgbmXnw$-Gq-$O}Y;&(dd1?~ayu8$O@L8td@F{`TJ&8%M^A6J?QxyuY zHf{hL0XiHd6S8bT0W_}#E($?I2astdaIz{chaF{<4(XbMM!u6F1Js~Z7~p{|&{=e# zgQmdt<{VxC4hhg@6ku;8g3pHln+EP{L8cfl%mW2XauqoB7r<Hx>5v4I2}z|2YM@l5 z@TM806tbLOAqYBO?FQ*z6{Uh_(LgPFunnM_#d0e7K&w&_XMRGP%11VWdw`D{p<Ne9 zPe#Ge807AYZP3PRF?4BoQW1EP5$qSxfp(BB10|4467owSqwblIt+55r)B;*_4(+Nb z+-wCG36NFBX{C^bYl+~+$OW)_b&6qI&p}m12_%J<7lEf{Kwdt#9z^Cr#z?MD0iR-^ z-~v4?61M3j5qgP1Q9g7kyF3*Vh_4|#2@)Z98x_G;6Bd?2j|m2yYX|Xjaw4P`l#`kS zsnWsgT|gUHz+noSriK>Z8L5e2kLTw>nlMF~&>fwbd5}AHGE*SFD9A4W9gqTwzt{bc z12>XE6Gq_R%muXtK!L811v&ZvbPEfJe_`td@Oq0N@V$hI5XlR>F6@J(*U}=;>^3;X zfR^t;90ytp3vLubt|)lc0JfsIq!QAcC;)Yoz}i7eRWtL_!7G+Q+Ea^)!QFVU#rq&v zygb?02G;Hfx?KZoQBor0h91z)IFQPV&5+}dQj4Ic)4PN6K3HjTBBTd$VZ#OR4jb5! zO>UXsWwfB4EZjnc!%M(}P!~2_>;oCAkP7KTDTJp&n%^a$HTU2;s}xe-C1*hDoWwlv zje-9DActlqgYq3Hl=C2mQk-uFIR!lE3zAnz2Mu?DEl7dxS9S$Qph60C0xLNmQb#A2 zmOwY4+}I3OpAQ|lPtAqR#S|BSCbq$0Sq#}D0J1nY5z?{+?efY?FM+JqOUg`7hb}k@ zhn^Cokediu#sXRn4;euOO=>_J<e;;Jpxu|uV$eh=*c#B<u0+Uo$c%i*d=+$)G-xCZ zI&+r^%^<Mjs#2i$IAo?krr;8jAbV*P3LqyXDP%y7bW-rn%tJJHN@2&dq{GfG&4cV* zNrNuK)YJi&vBjy$;Q235;sdR5$jk>vt^#<z0eWV1Y6aA%pfOwUI=9T^Y{)*-(jw@v z4)|QdL`Yrnrh5*^IM9OmB*<Z%=fFGm70NRqqjH(WiD1hiO>IacGBFu4^{bEsIv)xY z6AFjGCzgWFM1~Hm7p0~{R}O%d-$U!r(mc?q65u#~G;=jLm4N4oKnX{|9oj%Rw+2-7 z1i6BxlTtGhA)7G@pd<fpnn4y8r<Q=n4<MT~!3_|Q@Zpt^vN;*jm47-J9GBo__vzpz zPH$#|wSgwkKrJ=c{gT0u=0Rd{HrOf2MUX-Vd@2Xn`;ZZ~97qL{mkBOkLBnH+d7;FV z6zGs>5%g@U#KKbWpqN5NelcWlt|UJ{2U4M@mqMC(;G;0WJ_W5YfGo-{E&;_ZYz0eD zDKy=I$HAfPesCg(l$;8%Q{57az=ID8*XMx!PyjvJQNab;)lW_Z6|!KtH0Z4ipxp}> zd%!})rD>1}%A(YCQ1J<hgB6g&wsJF}ORl~1iy)JG1)zy2=;~pG0!SrM4B1?v0M28O z157~0C)jTxMWv9PCkkbW$>8(h4sQnE+occ;X^-uI+|mT9ejwEV$dnS$At9hxElPw0 zS|a37InY6=(1GjXj6}#ihKYHQ>O4QM1hNPLH2DKgXo<Pt^A-|8hkJqyQwRnR>45u9 zkQPo>KIFK|B*-3_r?bIsPAh`my0V}hoI{c`K=V2v6CSJwuampj3@tyMAuE^^g26|a zc|!KimcUkZxkA=bD8LS618<`Qw@yIaiA?a(6bdeop0F=$)f1>0Q~)U*Q^A*VfSnW$ z8a4qZN6@xUP}3JI3|d1AX)70(7J;{BJy-&Eaxv)q5r`iz?0}xcQBnd)+MvNt@NoQ_ zxm(_VjY%yofvzZc-82K7Zy-nHL);pY0lNdtH4j`jC_oO-OD%#es4Rh9_K=(i9VCEs z3?Oj_Z3u;Vx`3UQng==x9~?nNkd=&&X0C!bBd-LS%5w9|z?1o4RZh^A-AS26(6(eb zbb~7BJZVt0D7b>dG80ntf(AUn8cXxQ-Ss!%-j_lV^yI+e0#Ka{PWc(oiy#xB2S>X? zx;mg!VoJe1mQcv?ulWU#dMmR88l%3@3Z%Fcys8{*TLEN6jY4u_QBft>KZ&4eb1*9$ zbgnem_n_+%pq*CmKnkSHE-p<;fh>#xomm1duBtM@>QgH~=T(EU<jY-<q9?xuGNlWS zCr8kESI~3zA^m5_#<1W_@b3B4yc9^DC`!zPRG6TRIH1f0_J2wuWY{b*8#<%soDVq; z1AK;cS}CMa09kMj3g;r|QO3mu`A~O*`>$Z{r=^19;P6VY#R{pA+v>8wB}67{S9)e% z8f2ZULJIVR#2i=yvI=&zNhoA=uP7h70JR{$s1Pz(r(k3PwhA^Wn3kWD4aq4viJ<BT z9AKbOfUZ;tM_PQA4Ly+K@DlI<tpaE{JIG6^koJwjO~?%diFuXfiI73q#L^V_K-ZI9 z&|MGUmB%1``OvW(==fn#YEC9(;|yq>B_t@0Y=ll_fX8Uhfe*k{I1IV(2YiSJBzvSm z?*ep7OokM(kUeUNkn77pBO67aseh2A3cipMbS0$6n_LPRe@o4Q^pc8GlZ&9ow}!)Z z4Y)wJ1EyBM)@DMsn}L&MK~W~O05gMLv;;1U5|g3JIxC@<D=K(^#X%Q#flHgryhLac z_XAD3gCZqA4|=3baW3?>!9>Wu9Z<sn(%@G}f#jalB4`^Ttu!wWGSJ}<xn|f2bZ7xM zU4u9GK^BB4IF*7EK4`@l;t-)ANEqiqdXk_SQOH195cu9%a7hVX0SIm0DS!`81se^T zTug;tCX${C31#rDA)rn%D5D)|2CIXt`hqknG9U+-g8F$N71`jCg~ZGvNa_PEuD-AZ zY$s@K9q6haP>?7jr51zR{h$Gz%w$m2ngboX%g8T>jerEeZu<nS3;}5a<p{6?ic%9n z8_q#uu+#f8!F3lXDda;3&&nWoGdylw4a(7=0t!+ArxcY!4t-Bc1<&umOf1faZrQlL z5}X9ei}GP->cTb=CPD9txe0D=r9u*VHuPSA)I{iho0R-qu#chUL#m3jocw&q$+g9x z<20c|Y6>Np;AQ&?j-{|fQj!ndR+5}iS_B!pRe&Bf2AcC*2tFnI!4B}%43C?@hY4mw zvL$F;5U3*viig`hAa6le=|fyloC96B3tr_9ZcKxFD`3xpMxG!wn5``+SQV~M0N*Y5 z7;+c@Xz&0!dYcS8Y&^FVI)(6R19(uV2-<4}Em#6st^n?*7J>VM<q*wDpao^%uqnyU z1+Py5*_EFRJ&XQgBlM~zCrFR^$VSLiKyfN07Z;_1YCmvUR+I`l`55GM&}|yf1BHV@ z=e>d=TOqLwGF1#(Uk|e4!j6lrV0%;Ylfh?&fOLY-$eIsk<$-1vK?;+g9cqPw!%M*y zC4#mFLAz*>%n2Iif#ko;97x+VzqAOkw6qku3nBx0fDP!LiwoeT)v0+UkQFP5#h{!9 zvMw<NvJL=zp$RD76k<V1_+`^#5S5n?8H#-aUNdm9`C>abyMwOi0dHLcIsJ9ll-IqG zV>ZDD(?D7_#mSJCL2hPVCUhSSXixzhE$KywELK_!tsx<42Rt8<18II8UI{*zwGv!+ zJ)Z*}qscFZ4CfVBLT4XAL&6ufLjtOxAT<$^!ojD;L-%^6g8HB!uPS6gZ%=c9)whWy z;7!|L$zW(To1O?R`VX&wT%82kG%^b^rvREw2L;NTxsXG8i<7}6Zz^c^1!Tm<M(7gy z4Hx!<9h3y_?SZ5e%2L7Gsy{#?8?*@vvgiO5+n_*H0G*l%nce`+(H3Pw7LgVwf|qO@ z18+)A%z+fB3MJ6H#gf4GD<tJZPK3-%h9rsy>!yP21QiuvXXK`W=AuAC3NEmP|A_^l zV}Zf3k&+5ptq$&#Dx^X0U70rn?5JSSF+N~3l0fH~L)#T4pk6xIxH3r7+}<9Pa5BN? zq`#R8Sup`UH5s&QAEflchKv0mBf&?`fm29kStc|wf`&Jt3-A+*i(&UDK=Ljqyo(a^ zz`aArP%rpUZ;(--m0=JMCqq`3yxItMDrgrY<f5Xd;Pn)5=0T=(p!4C-?L!L1rMbD# zC@(36^w`0vCNURWUbuUJvT-74pCHH$nUG@*QbFgCf;_9I2@bnN$cQ*d#fxQ-H5BQf z)AB)H2CZQQDFTo3Ko5RWc-_4OWG-muBV_GB803&3g_5F7=$SxCsp-&Z^s-FIK|8M? z#}Pp91AVp@Yy#*8Nszq?mf+1oNw5VsuXca~3o<JYu3kXyJq%t7{$MBM3WD^aMCh%I zueL+dauM{l>D+wqraQ+-kkN_I<57xIp_ezLq?W-hJ214ggg7G=GODJKoeJ6WQ~+*K zJ(~uS1uad6RQ;f_phR%%^TJlhB`K-k#iHOC1NE%a!HXWMs=xv%si4+5DDV_Oi38S7 zD9%lVE|(}sEdtHhfE)?ivJT2N&{G2xG9jB(F6;+gU<NiZIWZ?0GUEDj7dU|?!RBzm zHF*_y1R)2yw#ylM;ZG%`DF^C`felFk&8>h(j1@e=U64dbr2@K_5;Fe^ns&@DhBOt^ zKqX%Wq{LPzNKJ%JokLsa={fmHkPT($!6%|ABql+YLQm@ekGjK;005Up3VG12pec#D zunCdWT<CaO0rW~)h44(stPW^O2C_bLB4qn4xJ3)eD@o9{NeN_&%!RG+Q(v;+lc}H? z707;8@I^L|T#}p$&7<IJCm@Y0Py-mU-8&r87AsE8g;WrbleuyrwGHT?ogzpU1H}^P zv{G=~LiTTiYcTM!|KO|*O0E9E;P3_=bOjwHNlXDPuK;EH#5~Z-Kai?a$k;+yDzv>@ zoSX<<`~lhz0-I7#ON6xaA*ZHfmO#%Ka)caf5C9py28|bij9fbbY;gg2OBKkCpq)aX zE*ZG$2K53!+gd=mTjA9Pa05s|54-|i!8b8G6&!J((G}2c+>4N5XP3mXOvw5M$Fw4d z8x%m{0m>c<&al<S#Tn2GgA^`;rxi1Eq3fhBY=_KvLf0#mLYg5-si4+B$bAZ+%SNEJ z#f4oL!DGD&F8R=kqAU|~ss(7R8Q9TfiJ4$WLeJPrD}}6?1f6^h%1eomqxn;dp(mre z7DE<|fF}UUpiAmN>-)i%yMlBiLv$!4mll8xhK%xq&a?x`DtP9ALbW&<6mj5X3g8xA z5p+bmv^W)Z;cf|Jv+py=F*HZPj(xKLvfKgG<%dj!6_zGKMmZ8I!F!Apk|4Wxp7w(m zr-G;P!CGH!0*3^6Z6rwG!q$u6MIfm;(2YWwkmE9p48ie`oe8;t<jD@mEzzKpt0A)% zCHde3uR-nyojH90yz~LI@f}>9>#2jarxztAfs;M>AURNf2V|$hn-0i$4d{$|*ai*I z0T@L&kSpk*^RbDLdCeD)^pXafs7x#Z7ncel(5u{2D^g)g*7HHT<snBgLszGPuEYd6 zr3iH5E;tDnrKV>>my4x=rY}L!QIrqq;$%Q}s)5rqsQ&}nl>?Gb%!5P}sLckkJSP#7 z0Kh%8%v8uQMJnjPL+HvOg@RJ>y4s?|G)Q5Y1G}3kH?aVmKoj%8C+UGL1GPgyO9nu} zsZa!3i39F~<%5nrhn}biuDnu<LC2eAg65mRAsGZ6(n*DEBLStUXVXFcRVd4ZtTQcw z9>fHij08I*5wuVlq#1Mo1&B_~%?B5y=k}j(1t(Q_BNn{cA~6Y)#8N<O-azUv?0_Dp zmjcmuVc*4ekhnr%DP(;W=zw>4Cki^1l9>WFIx!^$+&qSkI)M*w13Nb@F%J@kFcsjC z0Cim<WyIk<Ns!W3Aqg^jlL8rO$^~CK0E(l0$TAmAE09~@*TuaC56(XY?|ymOu>oXP z4rtd2h@p@VyXF$Kq!+rq0dznNI4?d}w;vRoNszW(N@j6l0c21dbl5JqB@_(ldpJT5 zy8{hULzZBJ7I8p2b|s+Y^I)&!f?A9qcP8e7x5iXK>!|Y7M95`W7dC=+;ek^FX#5@2 z3I+M3C=psp=4K{CPj3b9TLOE)7d8|K-N6G|hXcC_6w-tTC;8<3BG{#IDbTZ{{2(K2 z!6lH1!y@SDZ)z@NUQQtgy39N$GYxEn6TDz6IlLL{p<vLZ8DLi=r9!GYGXrqC25r|& zgm%vZ5+NGE)n2!lo!LEhT(2C@(bbV(K1&ybU*AvaxL?1!9GnhM&G1C|99=AiTk zwy!*~2)Y3)GaVF6piq6f4_u68!u(l~2-)th;Ormf=>oD5RGot&G#xUOR)loTZYgB> zFnC`mY=i?;Q-KVAGjA!_yN)?IiQuBm6QaL7AG*XO8Fa8RxZ$o)o>>I$m6U?-8^}z7 z?#F?gw3b=~uFpYt^nh-mfHr?}5-XwIJn*uqvQ%(3hYiTUF0OIThlKFWCa_zQbMhg# z$S5i*f(5_})<9vip#9aR9&k>BZ1DmWxgc?cqD<%<C1{HtxExRbb=kqXK}(+@jnSf1 zP%i@<;*h-wC6ML}s9y@XT_-aq6M7≻`Mu8q_3%Zkq#DNwAJed1_G#WGYV~6*{Sr zmjc<s3pz^yl6$ftOC>WQoy!ZmFYE)mw>Sejf{~O8nRo=vAb@s;fKp>-33zfCtS~n< z5#pW9;^KTzJg23lLOhcOI{gk_8Gu&Of_965l7OcVNTGsLCAe|>Viou(jHeCY<wc;C z43HWQ+}ML0sH6ZsLKs@sLatwe3;~vdr-PDVt5Z|cK-PeqsF0Emy3z(5l)0ddc!`h| zd_In$V7t?cAUp9uJz;3gn+8o1$%zHfGx8JDK)D~JKC=wE$q%%H{=!zU4LR`sdu4GZ zxCB>7N(E1NFL?{jh|t;tl#25qb8VS<keU+IJcTzlK}-Bniy@1<K>cs<VsLO80<XYK zf!Ca%*%|1RYzk=Y74#S`h4bJsri<MdHi4}z2H#)^t~(SCtp>S1CkL9wi!<^|b5g)( zW#mEEMkW_QH(e)ZfM<TeUIQIw2yIkBMy6Ati?~4N=|J*YUOwb*4+U+I|B9d+P{HeL zKxasU10K9D9M+uyovi>pG4T4#>)__p0?4kBl+0pKpBij)Zfb5mwABn+ZU>HD&^<R` zNznbDkU7(f4Uo~{OxW(`0?@b%xXuO*O2K-zU|p$s>ChcH3ONwnpmPR5;iBM@3Lfmp z2VIZ^@`i#1cs;%XXb>1&#DTZ#ra&*50qso%n+P7d-3?CuNu`j*a0;LUo*>(lvP%wc z1~<AuR||q`SWqqp53PYyNn$!=cN^#`UQnS3HV1SVJIDpe8Q=w_P<Nz)b}4{e`eu0p zI7q=MCl5M3o>ZCwyM-8X#3^KeIx_`wNrl3jSrF&$xv&qi6)7J!<_~IUL2mN!g)RyJ zl{dxEF<i$0u$v0<A*&HUw`GF`ykN&y6dzs+%E!%n!EQ?}hNNoH`6Qr~X<)UWwL2gW zDco2AE>a;!1%Y?YfHZ*)rUe<132AYHCpp0<8-X-u7H2@abV=Y+4y4c(T!|<Y7eJ<$ zQc`mhp$BP#ZnTGVmK2IJA){>2ZWh>w$=T4g6ptEKgM$#%=*%pF&T5uH7w^3RpF{d! z-4bxjLAOjnQj5ZyrZpf}fp!>x)1yKPWC4D1VgaN>T@0S!$pLRLJG=(u>jyhKLB1?X zg$`?h7J4KWLmG0RiA?BP>ylK+bccc~Xn-7)OhDVBAW8eewhQ0`E8c7Zmj&=e`H<}A zR0Lf%54l$gve4bo2wVVw4v@~wO9%S|a%?zsT}TzA(Q&a6a(VRQ#^sM2XM((@P>>2e zUk|h*3)*%Bo!17IOwLFJX9my)R!}1V<Uxfb$T5V_Y5^panVSfXY0y1a;0y>oUhu*m z$cZ|MdC;R7ogqVd&d>{|UhU`rTa%Ta1ZjfigHnAaw0tUnUM8BKTMS+*2P%O;H}PeH zdKO^sf|mBej-JneuJ(l=L;$X+KvAI(lnNQw$}fV9h=9i86CoGZD7=B(W0RW-UiwxB z?c$ch?!(DGybXLt=`+Y24`^Z+x_stw6ZoY57i++Q4c`6&y4n$xV4s60kS}&#*a`}q z#A5L2y8fYHuNoN`8Gv<whB(194In3GrbC<9Z>DyD^yEWN&;gwa3$3G)p|$ecsgOk* zX@|Fg*JkDCmq5-Jg=I6yv`1!M3V0A0<eq1cyN8OQ_bp^V2E7yxuLQTYA2&l<mEd(N zAm!)5(<k<t;1UFMJ~ecMTS<Nabg%%l)*6$%pbAUg{bf}v;bf=^)u?*)d<hl0Ib zkeCT+=|Rqkgq$gsp95*(g9hTD^N`N@d5{rj&}J`aYE*c$09?%}WF%IC%X#RbY2a&6 zz>f6H104_!a{E)r0h^h51<-}1pf%Qz*iVM`hal}a*AP&+U+jk5@Ta8(3U!4jaI3@# za+aOK8}L2pMXAsk-wWWLOe$o*LS`!L>VtgfWm_qwkOIgLobI4W_|3E};Ds@uyaVY? zfp$uR$E8Y3pyd$g));UYm1ja$%jbg^u9g;n#^J%q9JGc8df-_m<QzVQ!{FmF6v{JU zTkv7yktLZW&`o0CwOg>oW1wp*LBr)>Z)SikP$*6;g{*K>C<fiK1hxuvns8zcxS+`d zjWdH{8N6B-+^KpqeZrd-Nb>V9gZ83QQi~zOEa3KM3TUzx<eNm$E(%Z(XQmc`^@47} zhF+=$YUx5Z0lc0HQmhaRU61;>sT;%x?Mnxj;E9>gdvrk?^TC~Zh2lg=U0V!GDWDS@ zN};O*KyxQxFP;ORrJ)cU0^&WL+6D3l=)P}=wVBW@*(F7#kX@Jx!H_;J=m1*CW^>T$ zGf16XlnFjL;n}81;5sBHKN%dupwtGn<qi1Q3CLYWiRsWQKY~HqK|!8T05x*Jj11_x zRtkq9+qytU(?Y5d(D4GGAw7_56<%!wyB2goIwa44jtxwNO@e!XZiEA=OU!{R2`>S~ zE7<&!BIvv+s5S>FNrseahxb&0VnQJRnkN!L11uo<%wq5w^D^ir$DGV0aFLQ&2JJhP zWkTAfkXzoMmjyo9u?cKjZXz^pKvSOJAX0b*F7Ps-Lku~YxsdIm3VE4%(D8{(_%4Ve z8;^o--Yf<$Edq`Cf<iO{y#7NW5pu}4f>$Esd<@8*LXeXcLLoH;bl3%)QWZ*zAs3^7 zN9JJzh-s(;MbLvB0uqa$3-|J&XOV!;;e@WR0Ug5uJ)<Wv1vKIWxl+^_yuc7V)&{PZ zpSOTh0(i|qW*MZ*1M2QU4?_bj^M;)Qomf-?>lc@nK+au9oJ$HCZ320^yc`@oZx&1i zM?9z%5Ak*~=x9#x>K+eANK+s`57dK&ZDT6U%LJE};QbiTWm7r%kTv+Ab&DWlFYJcw zqbn_joLQ#eR0LV330k@WI?W!W$T8H#6YMAOffCTG1!1RQgU@vamkywNn_<25V%XeJ zIq1+$P}Drx4Zb!{;rg8G;2JJ5r3^AK4mKIGWCAjupsoi}ukaeO2P6&DfQF3ZfE&h; z^RM140v83KO$A^-DnM!u$Z7@nx)0FKdRR4)k_nywc?wyo90WNO>Bd@cz=1}KOTn`{ zAn#t-dSO3^R)Aiwno<hAohUgY5qb^-Xbu?MkxGR$U5++ECN@(tq4!yX7G|ZDLQXCK z4_`nh%|I*JAOn?YIpAZ762XfTb0EW<MX70^>qNle13s1=lx{$QkqVg#$vgr+V)QVy zO$ynXpITU&SpW`1&=P;p$P6T%<mZ%uE3C(jbHTm|fo}9jEX&UX7oQ3R`Cum~q=S}! zL(0CKOmKt7-v?x?f)9AbgMx29bZ<an3FxFcaJ%5}DsXSH6nd3xK}LQFxZ|7(IlvuU z@q*j~t+|u)3m`KqWtpIZN<l?LCTI@{xakJzyMW8hM97LUSds<%qy*Ff1*b63!WCGZ z1-=(LGY_&%DhG7R5~TH*R0=t%L;+GPflKMklEW)OVE|fm0LoJS;OhPGD(D3*!QhTD zNWt}~*TEYYi}DMgTMHorU*|TS+X;3{VhZd?{^HVfXrWP*nF1*YK?i_=Tl`?(=jDUW z-UWvvbkIII1G;=1yuJa}7Rk#8uS+h?ONUl~;A2w3n=DdO@*#<~3*_ob$QhwIsp-)6 z1LzbBaKwYwCBv48gBlDVucYLcgQM~pc+%%_Qy17JkST8kM{q5fUs?=VhpkYQ2pK{x z&d-6KoeVug7Md^%!0Q6QF`fvyrsBblwP0U@GcI^e1{{kZn-fbR$7?FQUIC7^)C$l7 zXK2A(kqElF22$rIgO-AVgB7&@4V<42uLVaKXondnjVOe`=1+YylQR-i!ILx3R)B5x z11|spS*TEw2x(-bR)CJu17#Yp#o)t|AjjA#ya5j}D-@>|Le_tQl!DJ(0~Y`g--0HA zz_$7(=0Q>`XwVyS*t|k^CM0Qsn!KQf2iRgq$mC8D<ksx`++66g%i{b}uv4?Z#{nrg zg7;fO8WV}R;MF0oHbJ%+<tA1@Z<8p7RcpybkZhTp2(Au6@%Fe8a=r#=l{Yw?lAtH; zXQ!ruHiv*6;|p1RmkPNd<qhm=loaqDGtk}2(Ej6I$ifB%&>{-(>J<eS@Tq8zn>s;u zJzcjA6bRrw%wYab@DX%rpn@DSBb=B6nMKY|PKKPkS`3-J2KD)%eY@nuBFG3Is1*a9 zSpb;|x*i5xWo?4=?J`oK=R4;mLYK#Y_QgZGJ0J_e9!r80N;e_P6_P>03^GfhD76gS zSXOv5V+lAPfFd=y1kyVPZDIze0`M)MkbW?9ZBQn77$d(Z6S8|M6MCm}Y6&=3B!Z43 z1=|~(583xy2^;MJr@P`3(Bvd2WE3v8fvMO1AgTa5*#vGTz*dSRrhwKTfZdT_03J36 zDTQ5n4{9TTa`ww<VCREo!9jfiFb8}U9`rQWByjh$09rnPw#Gvb`g4Td4VamhUj!Nc zE`eTK?Ez^zLL8e88J@_7lqLb-!?+dPA?X=>K3Wmvo?t`B7TuJ@OlZE(C@lsp$^p9{ zG`9`gDFQkq95%RFnFl@X5mZLx7C@?F&<TXlJrSU49-PTRL$Hw5xVg|XyApFC-BIx7 zj7-R&l7ep{IE80JPm^+iUB?1i$O4X*bm-xz9+~Ojfq&?=9N@zN!3we<vHb$P_3Y_1 z@ZbX|X@EKo$&l4pnZ+fLb`JQCJLoXTQ^<}L(5fhKOoOgCg%psWnJI9rK##ElmtWvb z58%$cLT(~ttv6_%9I`RvVh8l@NziBpc<AmZ_+qT1P2k2bbm@sd`214^M?Y`~gN`78 zZk{oLTrQcESp?p53|f>3N$R<!;O?^mWNi?n-JA<LnF7*6NXmqCnoBZLp_f3sodNa> zWD7bt+xR3x8m^9xptSb_GH4Cjj09b|kXiwnqydLy0Q8{5f>PMB%3$bO5Rhvha}yy$ z@}Q-dMbHyD$}_=ER`AV)?l%GLD26sa6{^6#D286Lkqz#nTx`9t@4^;vqX%??HF$#s zIKg=4rDQ_dRiG^e;P7`&%mJr$P%ct1hXhheQ6l7k-=v~a$n7r*pxzNU6*)o=-L3>r zL1gAYORnPN4Ctf*=s@%$$lW-VsnE@_WuV*cz&6|j$JycKkVOojb7&!}jxOwg#x7_j zJlIP`skz|R*4wF&6LsA)p@)!x){j7sWi3hs?;ue~&xB4rUu?Xv9~|?bp-0&9A;lS` zkURugQv|6up;Z~Ua=h4mVJlb{=*YTE=)#HAycEb~37`{QE5R$9!I7N-T?n5KSw59o zR0O&940JRsr~m|;n3@O4F@E3_@f3V3p+ascWZyw~ei3Ac=#$-$ffirr^ciSU6Lh!$ z*a*<6#$ZQ*Zja1N2k)r`x8k6e0A(gYrW!z*=E4rhiM@|oyTOqPUC;z+lxC(w3bOLl z#B6XJoZACVz{Q{@HDr_|vA7trp~BG{l!D)b7tOujzZYzOGHBQjQUxdkL#LoX7o&qq z0Z?C}EHkAvF$WT?pymCbzB9-eLql+qcT52%-^^s#+C|WTOdy98K~qOkQD$lyxYYnH z>0!serzL_<22FyjOIJvQu1@v`EkA)c4YbfM6`U>=@*(S~!7DBD!27KpH!c7<<0ZJY zUY-hB1blrZIA1`|zlJX92OZB3YO8=U$>YX-j~l^jT@~{3A#13?3p1f3KBeG|h#==H zI0k@?f^3+9Ey)7qL{K^bZI}X&LW2*H0H@^q67V6Td5Pfm%H!tU;J5;>{D*ECR=BVh z9AtTkkQr3iQ~@L*!m=v#kap-YSOw_K<MTSe#(_#2*hw%7;B7`Aw<e`R>L$ou!F))= zJ~uN5va~r5x|Jh09~21S!~yQ5gQs|3KpKajjdzfiUt$JiiCJ<+YHBg0H=dXS8W03& z%mifv*pXeZbCg0LD<>7wbD*U<xLpsOSA>)Vp!3+1!TDYx2{Hnkm;xy(L3aYBLQ+sZ zbUOj)gcHbp)sR6~*u)p;CRkVpCK)_$2MWz1*c!&%)C_1*4_adiIrsJXY*6qh6hZoB zX^D_M<{_RSjfrKDs!bs%AF>qJ3A!u+6i(nSMp0@BWN~~^DReb~Qzmpc0Jh2~wFKO| zD}|1@gU^S8-7oBs2$|9XUFddU2PpVJ0|QPzuApT5d<`fyDu5P`gA;gWHn`+Y1?@%z zxh^vY(!o@K9&}X<S%B~92Q>qv1~gj^N{opG&_Y9@AQLjwkq$m=6y)~|$k9HaZZfoe zp-@~2DKQFiO2NJ<0xhBfXV6mknJ8ebnUFP4X`pcj(BYIIcV|QNX5>T1MT1fy8<arq z$;^YCh?kfRURL7l0rIm#Qc-?3WTFmyS!xONbooS3a~kA&g_6WP=pYhwGX|)=2ySQ> zK~FOYE=h%SSip@u(B<IJ3Jm0Oa5xs{CqXx_!4@fi9J{aw<d4!Kus0Q)G9iQ2KH!yQ z<r#^Pl~3S>GO*QK#gIj-U^7A8aY#l5t#JmgNC4+SP)`wbb^^$TH{jl4DWn0ekemqF zNdsz_g3qMPOsj;A@c6-wP%KGJ%mqjJk&TcJD(Gx3NS#oe44HfYcM?IDY=8q0GKvg# z66m63a9av=12AM@S)n*J1H6hJatKmUCUj|WN+xv5zZ`U4H6$@T*x3L!@xmtfncM+6 ziIA=vD0e|83yX6>(;%RrOH6{~U(mo1q#%B<ZY88_2Ay%52bq2=&d7vbsPK9Mr1j(u zs#L&rnnFryE@*cW*j~_)+t8qTGkpzM2(%v`GH%-O8Z!9<ImkD&3R3pCftTWem6qk_ zl;(m9k;6+MC-+}$z5rh8tMFzycv42e8+x@temOWdWr9xB0|gvtHt-_E?<uJzsgPu< z0NFUNkdv7PX+R|BfEP`G6J>BoegP8$1H)nPAZ#vdSSAOu6;UCv2pqp@pe8b;k}WPN zP0j}Chy*(kG}i<Q!O~o?OBCQ&+Ja75gr*75!U}LsxxNY<rl9?>(0WKA88kuzGC<+R zVvr9M!a?`%fpVEbCM3Sktp!OxZd?mal+gWB;5I>OG4xiE#N<S9K1wQujG+}LLT)&? zumyGrz>EFhdCStY#AHZr2udvgZ@vbZU6ctq)2$M8fgj{HA@C?Pr0E>u8U#|L5CUoT zfKG1#r{Xf`<~PvJSCD%XbD--%3NoN8b`$ebz*$hi7t+BB@&x-3wE7>s_Bt2ZGS1A) z0>?!q^kS}3@DdJ?nHM%(0N-7qPz*Z~IX5vKdV*hS9_Z*qaEd7gEf$0n6~!6((AD?l z8L6q@fkyCsm|GyLZyz^7b|5B$`je3Qvj}<u^o0o^N2G&J2?zW4HTay*Ovn^RerZVo zw0Z^gvmpb>pu=#pp%XQ4rnbD9H3jUNi;bW`1&|qKkP9Cb3R1xhdWB@rvKWv=W-;Uj z2k>AWIHQAizia~eIWaF2yzu@A_~waZ(0WXeaBdQG*C=Q_DJLfryvjZay#GBBbbT|( z*vkA;a3TSpmIE8$b%B%#sgQdlpKjRrY{q)9J2Ugri=eH2ke^`714;`(8&*MKp-=$3 zj11IAhcty-mVlBlq_uisD_9li90G6?3e*z@Zzu*wGw8}R$eF?58$Q8epvw**lMf|{ z#gM~pKr0zwwS933=tLTjZ!_~!Arn_lka8p!zS%x81?)x8O|}=CE<z3qy*}?c$op@m zgV)q4BteVD<eW^%JbYSFDrm?MtPyf`5oCD|*bwl%?Ni7(_s}aTz`0A|%{<5&@;6gk zUUx%G_J)i}Wu~S;0`<*Y$oNxoW=SSw4SP~%Hn?0+NJ`8GdpR#Zvl!AH1vv-06*#jB zQp!Hv2U+|EUbqB4924Yug%A%{aLDFl7DBE$2d%Hm&jYQZ1(iIh;Df3_+pHj}Qq#d< z3YxqI&qOH{K->ARm-m5V8q&T3MI87zpH%2}9nWHTqpCa+a{TgB$QdbxrJ1RaGT$pP z7utOCf?g60>d2HqVnx9dI`0fR&aVVAlwVo|%35G+9l_gtK|TWYQNV8X&x5oo;b-h6 zrhr$MD!7(`LhE&R$E%&-%3R?bWDgMNUIvI31yFAo><7s4g^<Q1XfO<HavE%!@WMop zNea23VQg@WmuIBrfqH+Spi|TYB@_h@@Y0i~;7TRGC<PpRrJz0=*r?zV$euxkx8TdJ z6?_xH8-kzg=mPmA6E@HHrW<@To5Gvvkkt?&rI65v9@SO^UE@}k3P~9kc3<oR2McH~ z4P-+4#_}5=5zwZ^MCb`!pvDNeo1p+*d{PYE8X1xSoo~!bEdrm5q~MqgKDF;+Gi0sO zn<ntm;XLr>t<+rb7Glt$l3>p%fDSkWhf7J(;T7P@=sb8j6|}YmGXAOHSOgg(2?os> zflp?KT>J#u2LTGTWXNsgnV@<VWE42}K<-RP%7@-9m6->+hy)bU3n1I0iZh@Y7PLkl zG<yIFLIq#Q2xEQ$#Ky#;l1yl?5VWujTp)s~Xy_a`c%cHwM$jU0=(*(?rFoEbmY@mr zlEgfSL7>{V0J6NYI1h5vVQCI{wl*8Kun4^I32cKxZfXf+#sIYF8QfHR(*l`&C<g7& zgV>mwo(ef03N)DjISml(g|bX=H!vGI2?{zDG!;Ct;2#c>&pf;masWvpXfPO@tjeKh z^_Av8mYpd$LXUq3jX^=13Ynmy9Gu8O6ZA#U?dgy~rOZUI`Du_96OK8cZe==T0e5kJ zUOKo^R!GZC1GyVC?Rv2ll(-Z?H=9DHgYt`uL2DyHvGWG9%@aI51@?JnF{F_S8hWh& zsVD|l-J!vr&LG~a?cl7Go0tb~LV#TuQV!}JLyi-HY^chItR_;(s05dwpku7TVUY+q z7f<0)1EiRR9K--AgB8G|As{y^B<7_<I*khM&;vU`r$c8#3bPCQE^GxErceMq9>Ev7 z13on`AM6~^%GA^%NFx`t;P7H2*!$p#CrBPhEP`In<_NixDHl=*KWdl^il5TrRA}?5 zBo*v;(80K1BS2f$A<+!E0Rgg}1~gR+J>mvpyh|qJ?(^p@+rWVZI(Q#+<Qm9tpn455 z2U3||R0<wBD1|hyGSk89ijQr0xEo{{^g33sPhFt9_TEmN0bUQI;FJj2-IACBNx-1X zm%xR^o5kRB58f;W50zY>2-cok3LamLg-jb?m=4OrIr-qCEF0Q?1dskg8pVl_tIa?< zOY_np>!d+P%tE)gfYNAc5olNhq(Z^12y%f+No4_O1qNg^SfMx-l88XtTEVGG!N>?? zYX)?P2sC5{$(>21#o)2`#Jm#lxUWJectL}LQzCRTe^DxE;|O@}6CAt6puQ6H#6nQV z5af!BO&1^oer2f{pm8ZsEGk^sa$z4RAVEFu)I4wqm_rt+mVg#9f}|8cYj~lhX-OvJ zaD+sNdlZTwnd~LxOd9ZH4<vR$yGFp#3ff^-l9>icXo<z3o+K!SL8rY#79a+@g4Kc6 z#Fk`2PO*LtxzscTbnyiEIvB8@GV?M^G9k-8o^?!o+5m|*7s$X;Vm3Hkl%+x!Tx8~@ zr9uy6D=5tcABp;K*FvzD%QB$}r6>_{Xr)3*KDhQyEY5%q27oR$0IN;QNrjwUk`3Kc z1Ud@|(k%y#9e~|ckORJI5EOGciRB>Afv&lN9A2#ezLy3R`U<{|;B`W8=Rup)p!p|A zlNuB%VB3-tvs1xFf`$b1p~w6sra-n9f=l@FOz7Z~M=EHw71%OxNej~dU}wVv=&sgM z@EGFLebYgu(X%OF2NWkmD%>h)zV(1z(~^;xTL5m6g3pdF%7c_33Z@2-gaA655z<KW zhfbNK<mW-IUIZ^108NyF(@6<@^eHC?l3Nwtf(HUJ%OEp-x%nlKjnjvAgI%6pnwbKg z#(UZc_I7beKB#L7b}ejUQx0rKS|JhIJcX`Q0)@B2MacLc_+A=losgK9mkMs|Bo}2C zfa6smH7_+6vNQtHw1brWdC=nnlOQcIg&fe$RUDA>62aq_ps>q?oaPMb2to!B^FcG? zVDBa;7D2b+B|*c*Cm*s_A{Bac&pB`}Ss@)#J|12PDTb2ZNBxxL=YVtETgcL}a?oZc zaKM1(W5FfDvrfn+S<nHMV3~~kJm}SWrFo#KEU;iQXb1otYOi}B-FZ;E2(p(kGBpu$ z2Mx3<3^w-34sb77A-@8YZa^I_@Oa(p<>1ETn`UrdDzmr*vZ>+0j*Z}PFc)}!1la`| z{sM;s=vX+&s61#S3p6+g7A~%Y_rbttJV1}LdIny={AvUEZjHJ+u>BXCE<)DfI3__l z3fa)5R-j8bp)0}^oIOCcDg;9|4_{vZivPz=lfVIx0-8MpNrO&_0nrKp(6uJH`FWs= zr$E+#&i?}s?z;Me9SELu0gqCE@0bC%@@|0_cqo)X?tIKFNd>nd7H$ChKdH1hGY_;y z4^qUXCKf@46?5~GG9jD6L3@HAElJQlN1*gm3C?plnXpTP^7BCJfWWCN4b&}ywCohh z^FfM}AOo^_`FW6OSLl)-NV2)H{ASAykf&cZP6l}zT(E*uGDrp_0y-Z7G6HmA>xFG# zk;I&&Qt%!G(8WLCS<|FM=#|J1c5DUv3RF`-E;R=Qk^*RT6et7_Z-sPZV8>CVLa&+$ zD9Q)75DOB)>o_vAp!=IayIL|KEw$3T6!1Km!u5&Q!66Mw@zCQCFYEzzhCvo6<R0Dw z^7LECw1XpLya06IVF`4rb{-_hDZoyk1YbG|3V}#SOGM!YcxR7-AGm3Gcqurj6*3Pm z2YbXf5xQQpxB$A~Ix(*V+<SUDVL3PgK!^8aKvrTZ<Rq3u<{)!HTL&On2ehII9EzZ` zPau&H4%*-X)(krT54y`(p$t0IZ)9L-3G&jm7I1NzR+^WR2r3;xVn(K5R~3{(>zwlZ za&XvW7K6$ia7;k<$bmF~l_o)_w-q8Gqm3DfpnW7@sgg{{%?eMagX>Pn<U2IfoS?`3 zCFMizIL?P(EbLec8SzceOoEh)pp|Ig0Xv0~a_IR6pnY#(E0S}d>ymO4i?hMDWPoNO zN}#<<BLhPVP%MI$$%DM7t^?LpkeUY>8wTI_m06sc0$!R08ZZIfB>`@rfP(aK<KoAS z%RmMw6hm(YD~B)R0UZGgE~c(efE@G+yG{zS3kB+e^diW;?fIZ90l-0-0xz{4UBIpZ zZFdBREOhM<bXEPsU66%&0g%l1xUmZyqo9rUu&a^^5;MW0$Iv~<#n4@7`9;ufyFyN8 zUN$)MDfmLyD1-J`g1iRGK#;a~X#sSFoCma_=L<Ro5R`xwe83sxVk7jl!;HjYNcShT zEHMYNilz~~8szB`aDkMWlMhLqpd<wwse)c#Tnb&j>I<qpzypN}{@^4272KdntuhhP zS`3C9%T%140roHGEcQgm@JnJY)R2_Syu8#RaF~UInnQW%CHZ;aD9lINs|+dsKs!i4 z!JG)X%Nrb(Wrrc7uHZxQVB4CKpoj1(+=TQn5<#2jz{M_j<qgDiP(KPZ4F_s5gG~pw zn?R;3gk(ZSw-rhfA#3b|OTlAZrO+*R3IX6IaWdot9MF0l@ZJq@iYO=o-LDLGTMlG9 zz?%i&#o(EsqwT<<P+X7-+TRCC!!IFwuF^7#z(+DF6es6HLog*1l3_rK!R<_ig47)F zR4{1jHwV<Ofi!rYtym0pbWvg+B-4QQlYq_>hd2kc1rD;r12jr-0ldE{H3vF6l$!~j zz*Pu_#GW5?a6K;-dMcG0c&G?mvVbph1@$CAiRr<Pg`jk&kPF(a2KE!EqXRGfQX!{F z7DJb1fcuZ&+?52mn&#+i$Xz)_nXqkad70o9OsOTQMPP*rhgX4|4?YqCTJm}ZgKRE> zjH8!Aiu)rQA*&>Ep#?{3MREo_j8aR$%eTM|O$05H1qV}bY7ux!QK2X`4>GrzoB<u) z0okZf4jwuLGxI<<6+(Iupc@JyGmr|U(4G4QiAB)mL!g~YnZ=N^cZ)zL_JXUa2Rj-; z4ladknpe01S%#SmyD&L1GY68t3X1Y`VNL9UM9?f1NL%J%=<!7<i3Q+<06sqsGA01N zrVX5ALHmQjt=akDCeE`t&ER6QB((^9IsrHp7DM;$f$o_}O)i0~<$F4D5hygk*Yto@ zWgT7!&Vre_1<*kVaJYqJ6s3auuL^mP91Pls4qXyc1Z~tiL002urb9000*!j+=YhvD zKqg<<abYLK<UH`yb`oS$Svhz?d}d-Ec<rr1Mrm#$^gy=5?O;EE<`XhuV<uUU`^EC1 zgAOU66XEi}H4Eqx8pwEaacL2F{uHbma(4)HYbn%6klB$;P?rwmFwnLkP#Ay~BtbgU zpi?`chhu^!uG1mS4A7k{sn8=B!c(EA?-ykjgTp-_7@Yb`5_6MaCqBNO3?5g@1P!u+ zVzLr?cNb{i5V#0da7u+FJm^J4&`y_QF}S|Z1g-D^C!ja;AcrTE=9EBZ`@vBHIu{nQ zJ25vgD<5<lC`kBa!_21*-C)PKfo>^+^!HO?%VX0^6CvxdKz+gxkOt6fa5=bCyRZj3 zyqKH;nIZGYhc2Q64P@p+c1dM|kMaij=g3U(OqN10xCu0Q&TCLPwygmql>@m0>iHbV zl}vf1;NedN#{zK0_7ZZcEa(Vbu-4RcNZdOo<|U>;_TGWErR6~v3xbL{Xtqv=oo(xz z2)$svBm=r?NdbDrZc0&NIkc8atb#U6{2}Kzlt2bF!ZV@!_e=6qpjBIbQW@w3Z%}Yt z*b6!~3*;3~$jY`03qXma92Vh8u<JcD^7A2UMnQM7KnKHKZ-y)a1J$+Q!B<dVD0o8} zhslRGgVR5Fjs<>hVQM;f3h8M(ILgXFr?W$6dJ^-BL2GEhNi!ug72He8EQ179L4J7( zwCh+2S`rS{3|iy?y|w0f(=Lz~+}uFq(_LUQlJYCTWyRrbmC)NYb4sE67GJEH3wEie zCs<{1Y6)1SLT*0fAne<a>a!d)p#^EQfo?#k<Og+F;n_SBbT}ipyaa8NgpP+o4&H|r z6bgwIV238>gL|?d_Jw`mnQus{fgYO-9ujN<XJ1%T4s0xF-Z~jFY>|@>y+AK35wZ#i zbR2koDWv@ent@6!fv$+W0A7rgSOgtIaV#i+o>v4q#iSHEt!ZcpZcygI4w3YQ3_)Mm z2b!h60N$hkx)<$YHz<@cOTeup1xH9DI;j*?RD)v{y6+M;hU!!bX=<e8mqHu8=|!+J zCCgHw*)TZ~y5Ax#5p-_>c&IHT1G?$g6;gjbT`~)l1{KO7)3%u<pq?OD#20eQRvvUz zDKD`IGUS|?47xuUI@At2ZJ-p~tN>5>L83Of2-5q=1C6MIy!B=-cwq9$&iSBtQOL<m zDuNzr3OXJCA|yUQ<r`?c9NZEBAJ_yc5y7#OmJhmy7?gf8Ks&fVVr8I%d7+oZr-2J- zkhFqxK4fodW)h^ym<PG58@e+YwmSkk!3S||0qoAUlA^@4G|03v=#Uv`E%sm?q>=;; z|3ZuK9MCC)AV+`?--mRO6>>|9A*<$`^FcGJ(3ueMB291!n4Ah-vRjY|X$U1(f%oGS zm*nSz3%gQCFH<4!Fl4zl_!g*4#B~OsQ`Nv(8<cu8^FT#Cbaj=&>*e5y$&S}+wt%DV zO*1&p<>!J&X!46w!DW47I%J3(yv-Cc(ek*p8@9|4x*7;v5hp>KL;1y!9vWza8T5dQ zlv2nZP6c1bAaDqPrW+vxYv;C}gX~FyoZ$g!4+eveP5_k@!4S*A<K@tmC!qbDkUB)c z1#-Hi0(j{(IKjhabRY^qYe7LN$s@lU?89Kly64n9P$L&4p%CB<P5`Ot>EOoQgLU9D z78O#V9dy^clEaI^RU_y?U678<d~mU+kX!`{PzA`fjga2|<3{jKVg*NEuw}`IAuZ9O z#FR|%fW~sjVeT23Dd6CGvKunc1)4F0)C0*mrI5v}9{B~3p-;#e8{pbE2Rz3J4n5F} zF>E{ny3G%?Kq&(<(x(6#NCdf{C?C3NI0JTuOfuxsL6D?E5@a_8q~n?iU5}yQn+h2O z%PfMNsr7vRQgF^nOam?N%ZDzJ&wyR^Q&0p+jtc4d#gJu5;Pa#5S@6Op(A7&|6QI-7 z(1wpM=vX{h_Yt&J46;Es0MyI|#|Y@^P%tAmH4n0N19TM<bmdEF5okIaR5>aXmgYl_ zSXMZ+5Nr=<ZE$8@DI|Py3yL5kP)FxOjzP^V0pFej4n}ar3O+3!v@R7a1iIz`5}C<W zkj04?7K4(ZQ!2O!%7#qEfWt2YG8~v$0I?u584_TLMUc^BNMQkWuR=&sB6KJK(pf1i zh3LvSyaciyF*7d>bZ#x!$Hk?P9h!&tKyJcA+%pJ1(NiHAvc3qk(;4iNf}$#@&vOg% z^PpECDkN2c*Pbdkfu`+1>N2Y!TLGOR5e2)L0@Bn6orRKH0N!(?U}Ruu2J*BgWKTl~ zBs+r_2t(FeftD6PJM*tsKyokW1d0;KJeNXRYHlL5J`c&r%!9N^K<hgo)32Z?fH*BV zKM``RwL(#9CggO_<ow(u&~ndA$lA;okoyippd+gJ;IrHz1t#c}B+xZ8;CRbT%uX$Z z94(bw3K|#!Wz}-XriV1h+!^RBEyz*Q;KfVuQ!k1^Yv{n4|8e6&aGnN_CBinF6sM-< zLJJ<yJOpIp5@<ReWJ6JA1=#x10?=ANaO7nqLeIHP%7<2&zL0{t2vP_r*n*R7a%D24 zA+vr5SR3e&BM_ssxCBzACg+2;%z%VI@nH^%K!tp0^_i2Jo>>ezngde2gQFjOAOdK_ z5bTNM{Jb>KKr7g`Qqavp;1mogWg$(L-25U)_dN}AJF&tM$bK&0%xp;N49_out`0s7 zUP)B|+Pn&O(wn9=kXc0^*vg-@Owa;gaA<(KjrriA{AU|Lq4aDf_}qr6d%(^FE!_j3 zx&umL*XM#uZOB2ypu5??rl*xcS`Ve5)7!wl0gvfrLbncq=A-f}Q=yCWo%3_S`|K_@ zTx`Cu8DyVAICu=CC?7JR2)eo)Jf*DQ0m-5YVUU5(4)9K+#AI-FS5O2!xuhI=-b--_ ze8egz5j=&WkOtdMP@V`4p$j`M>;*dzvfUGU>4#S)WRePcS30C$tMFzgSS9FYQF!ms z7&5Dr2_6ar2VPQYBCJY(GY_(aq!==-I2k<1ub`^|4n|N#2R_UKtn0!S(7hWV&nH!a zdw<WtQ%%0m#Y{P=CEz*)bgu+tlWrxr@$h742RKzg4t#@TZt&h3NQX2yIUm|X0WHb| zr=-Nf(!-EVil77rIZz+c-UbJek7KC22gpS$Uw3!B?gp>-0$s40nF6hw5|axd!}?YE z(0fa=^K-#1!NkMM4=)Bs+?(a#v&EB3AvLX$G1!gZO?{Br?;_}i>!Q*;$g+4)hYVcu zK?}1Y(7narRVbhn$kM<W8sz+o4WQON$bAYKpp&*C3qJ~q@{=J8)LebRau?Qu4nzZI zIbUcCqa-mW8)jD?*g)t(4&db#AhQ)fv)qujVIK50j<iI`V&bGEun+w5L6gtmVY|%Y z)FSX`5U3#pIypKOx=c1VGY`6Ds~B?Pbq>S<p!M#_kV+^GG!zMK!xpDjz<LZxkbyvW z7A?-tgrtAah&LoZgDzwNI~6n(44DE19~1@Yb0nridn6$lsnEqGpsUAIA>&ww*Mi4- z6jF<dpbpGS1oxc}?*L`w7vPcE#JuE6aIn3Z+64|t(0VUOn^7SnF&SDvfc9rV1_&QF zg7@D)?O*?7_fl}yPc4I9O%IymOH7CO7&N90?LlYeWk6<6v-9$yH{O9Rc}*>bL=I@8 z9W<o^9Z7bF9TgG`z0y4(A2R0kv=1`6>5~ubd8Z{-K_=VsOThJhehIkMr;wNj=^%!K zj!{U2>;*}!08NqQfd_dCa$qO=I=g_v;oN3$R6FPA<fNv9n|V3Vc^lV6$QAO%kj05< ziI83H`DrEKgaBSm0lv)w(nSNECJe5XGIJqQRt5Rcp?=Vu8_23ROTcmI4m$h*#D4+4 z1`~8K1UTqHr@m%Fmh`$q8bcR$LoVh)+Ur;XYslrK=0UnC7q)|%Mc}w_%7<L5uJ8tW z)>&zBNh0LVGKIvVbnqctVBbRKgNyk<o$o}@Riv;D_+SU76_r8<jB`L6mcZ!));<UT z9U=}YwiKKo13aKJy1>OG^mcpjtU^f!bk9)`?6zspA?%R5g%mtPz@BdhneuSgQm|&o z#ZyU;0u6Mo4Rlc1A94_`f-j_M29=s%pXR1Q50U`g99#@36+k<Tpof=&ikC#_QVPdh z_#n=kMUd%b&?QirkVX>d8dJ#5BZX{;h;x2!E+l6vq(Ii@dP3SSxu6u44-NI?{Gx(< z$V@|Wei5`lg@j&a1*D^-;FS+9*>CoN#X%R2K+1GbSyu#(a`4_Y@Uc_iYu3PGX*r2y z&<h_xJH|mRbFhBUK^Bl0F9uIpfWjfMEFXGVN&#$nIA|0PJX5NW0ljQj!4DD{iJ&Eq zV52}o@!)pCg?$&nJ)oma;3bl8A@}>GX68Z9gH9{W19wHikqR1C1#8cPT~MO%W&uP; zMt%`wcU&3t2%~}=$Q8?=v~ytt<PhJ(D<P>mGcN^_bV?GTMMr8yK~8=VIIx04!0ijr zj9Y3E=%_q!n7EXJj!6I|n8czSQ0j@b0&&uy$rQA;1U&!!4BYDR1+8NPr*qIS0<1+3 z@)ab)iZe?}!Sy#p59I9N6wpO4;EWAhyO>x4F3dos6KGNlWUZ<m$U_QAiIBm_a>(hm zpex=Xh0x(8;GhTX^#pgtGfN;1eb5D~;G>v8u1YN`1KSP`%cPvlJn*bOqy_)B86^62 z$?~V`AeY*Jb`L-Y^T4O-Kx^fTjgUPOi7AQTxJgQdZih*M-kzY4k_y>@mzn|@6-ds9 zB)-Iy`~q+_ZD;_#pC-Q?(zJKZNQHJ@igUqx<rRuS$0CEA16rzA1lgkung71n4-N+B zL`Z2>0No)5+WHJVb*>nEzyT<Zo=sm0q7>dhHf?!=Z+|Myfh`^kh7QXHXXKZI#{!}K zD(IbU;MjL8O)rJ!anPC(XqPrGGZoTgg`8!Q200Q6G!&f;PDv%;%I^78u<a(MU>B#S zf`=6@HbX9nOf1O+mp<UTd=oPvTU#K@Q^D<m%slAo-e+^cl^y7+NN{9%I)WVr+JXqX z$)f;z<_E~0O!&0{P2gLM6+k0pkeLPW@Mj)m8JGg-tQfFG3PG?do19?<%<C4=Fb~M_ z<&cO}D9(rOE69NEs8aAM&4WaqV?hyQv<Y-eB&c9e0F9f0;|_H8He`$jJXj7%mbu{J zjpv;prI{(IMbH8cbektM7{H^J8z47-Kbr$CBr>zI!FdzZ`3LO;f+oe_QplnWg<#0p zJ)jE|!Nwng_#Jdq52TywnwSjUs{S0ZlOQP(vVv0KEo51J+2OS*kOO8Rdlf*VZ{WnO z;0YN^p1bGOW=NCz4frUK^N=mNKB<sE0PT&1w2?p?M3OTh-FnDfm!*(pH*Z=&K34F^ z&jHuj&o)hZHm4IDl_{xdnR$?9Vm^>!O2H4>Y;uJxL;ziM57~9%UX+>&J`>@>h6`IS zHeGCl<Ok4+QJ~ldT{Z!Vw<o(GB}*u%Qv{9+kP2`UL&4Y-Y%A!(acFBJI2F2-8FYUq zNc)3z>p-S~dX=D3Lm?SF90_h=C?rGnskjw^4zmQQN`+nOR|3h-;H~nI6bBj-1`WS} zExgzW8Y>6sP<Y)t1!RrF;axDdLC&>!ux=B$zXCtA0xX>cI!qJn4)@f&RM=8w(6*~0 z(1nIz6FrN;sY@Zi2NcSApdD&p9l4-_0do20+o@aLfC^H@Sdfkj8!kd3q#z%<-K8wC zC=+xJE?6JvcEij(NSh!Tboc<c$D&XU8~Tb&1uqN$9mfjxTtNnCp#jL?jC|;dRoK`P zWF1Fo9_aLi(me2m1t8BqZUk@pc{UZSKMlNk802<^@*?P>gN)J)aH4li0uR5WLYs62 znR(e@H$vuUA;~lka=wm2S`H*31w(deD&&CIcz{cq#GG_+1r6qa_Pb{mr9v9QX`o$? z;Ccb%0R^X0NL__E#}6#*3me5*I|1bWWawD4FSH`9%m*Ey0~w%71YfHIc3DX(WJ$o= zsWV<}2G2z$CPPn81huF0AtO1ddFh#Xsj0A<_Q8%t;800Sft4k1T6Vmd1zC*wY6oQ4 z)i*H<lsqmrT-XY!kTUbqAyXTn-XI5-LJkxxhK{*`uGxcn9W;mo=~E~;`hb*rK(|l5 zUJl-xrH}%fQ->a_keLV$aIeHX(9#J|BH9c-WB_!U9N3qMMUbn)i!veE6m-xXIJZ66 z0Ui=Ow+`%|T+kvr@KAke9^|UNi_Os0<KRIH$m~Z+X-PilWB{-haGwEEh`yP-1$OH; zsNbEO2|kqM?KJSf{D#-dAZMXw6hS8*Uv1y<8hR-YXnYauoHXdARfVO{>9^zz*eUC7 z;2pl85LF1sFNci&O@<sMSWpVdK?<pmu|@?a$l{JyJ2t!qC5`-C$l%#C$WfJ`?a9zS zReEX$c(gjd7<we~tId1BR-}PeT!4aJ;R3iP0y-%jlKM09!Hd=vUe5p*1)vKPb8=uk z-jqbx&6eqhA&rzb%Uj+ohunOdl$w*73SMEC1ziA=m6!}!aa>#u>D_>W73AX5T*%Z^ zVkvmN2B_YE4EKThOL?%h(xBz=U66~MQp+GAmz<FZ*_oOMy-KwtBL}*H3A7^xlKhKO zK`9K9x4?xvcmW5<x7pBZEI^a4rH~FH^c)fJ5R1a~*`PoGt+oTNp3j3C4Z2nyTx%$# zfX)E{Ck*i7L&!aBpb=D%>C2$wY`OW+9>04k=s;z#^0XY#JRe9^=3z*;vpB!BC>gr6 zr2rJdkR>86sk!;d;Py+9KS;TPfdSY6@SVkw!o>-4$}Z@bQBYtiRFy*ZW`GYx234J4 z4WKK45+O_eb5lz)@*$g_K>Lg#174uIytKF&I$ru_UdQV$$hO8}P+JE)>71CC32p}~ zfQ}_eO@stNCTQ6N*aq+g+>nK&8K9$I!J{P#A&_$b6jD+Ppc6Bo^Qs{oX;(kUVSx%6 ziAj(HThohR<8?XEMN-fkp%t>h`<oPeJi&IQ!S_BYIEI3K9Rf*G3hAkkrl=S6K>t+8 zRoj_WRgg{{XulX_vQnY26uO+PxFA0pvQQN?JyVqmSu;`!83cIQyce8D3KG+y!<K1@ z#gJ9w;Cm@SbNwI}B$hyT!6#=RHtdH%H)(^0{7Q4cnNPtNx=%eFJS&)A0L}ZEd1=rN zI{5sW#B_*@K=ZB1(9{ju<N!HNG9^D9lAys`(ZSt$up?b75+R$P4=;pl<To-ff}G=# z1|7jEN36F81vWSdUF^OHxuY++C=+@H9Qd$kNG+RMTny=@l|!A8oS%^oF6;_2z)LP3 z>;T`Zk)K`)Irl9Sv_luPPz4lKiA6=A1EImC2dHI}3cB(F6kZBt&{Z+P;5*1cISq8e zAS8)G`sI1x3Kz0i60|-OT<n8d<;gjat9rnr%;4q)C~s6kLlV?eg6!QYO3eYE#|o{h zGxMM;20_QLW<sxi0JY)31}B4#Bgsq#+X>nMlV1dy_6Ju|kWhvkdkC7$gWeOLl9`we zURV9B3*2K#gdT$lIr9%>DCpjJ_+EVf0?2^iv(APmyCGKtf>tM7fZToxxfmU!2{iBt zI+zU<O8L-pV!*d}C+2}CkQG2Hu|OVH2n+>N7bb%$!RPzHZY?e;$_MpUKtd<ML&*v^ zAtQR30iczyph!_jOH3+)tRp<U2i#EwZ!G|6c?P+Nr?@l;+^2GN1-l{-dU9@Z5p*{w z=u(C<XuCfrF{KjRUoL>%o(m1{3v(~*139n~+RG`f%!M^=i*g|cn!`_W0hhQXsnAhi z@cP7Jkb4Xvx6=CLmx6c-kaLz(QVVh*i?`qxz(dzVg@e|-fCCY9VM%@-q*GOpkqTLM z1-euRRQZ8bq-N%UhVsA}2RxMo4w|GQ&@J;|LGT(<uu{<Rrn#k%UB%@{OD0l_A(Pyo zi{28`A-#|Ma_AwZ%htTwyZ~$_Xiqexi<}AHEf1QH1O-kK^mse)0ickP=_fmSpUqeg zwiuici@~{6!LbCKIW9nZ8sH#L$xMTuL<ed4WT!&L&cVG)(8LHR)DABL<*rQ7eZ^pZ zC4!o;;B*eT%mrj3$SDf1H-Y6#Kov9C;h<6PY;YKYD=d&0=*DE&aT?$ou@WIc3p)KA zw2~8K73c)QRPdN0xKbzrodS`c2if8Unfyxv&*g#~2U*Il;0QS+AT1}c7}CxL=WXy> z39w5cM^1p&l!ILQbVEN#ucAGOqYw-p!g{q4(*7yRgfy2zg29E3V{$ThK_a+1y4ZIS zay3bDL4F=Mt%0TsE^LHu+bBzfT%ep<lnS2M$V|>C$%HH@fm}HPD%C(4Lctv}@SYCa zd6<-%o(aDhs0^eG(&qx5un#)%4V*PWi|k4=lff~i;Fbs(96r1}KN}qCexS|DAQotJ z5xUDYEkC~`33_Pzg&h}mfV~U7>KhXH;8c<Z9-n~p-7jo}Y~KYdJq+0?mYkCb?jR}n zB!WkL9yhgsqEg|_@`hJCzztSVOA8!xW%<wwI}vowH7Jmu%>%0~$uCbVf=tFGK}Ne2 z$`W&+%M^TJ%jH4itvRXCGY5}sJOWw&Q;?qmx;qpca!!!x;oFnI)_Ijerr0ubAdUKh z#N_P6bVyIHpcJ(I3Zw~iaSMo6@P(`j&4(`7D~4TGr0{wQIF*1FniiFSf*%|%1(5Te zz&2$TLpx#MqrSm$kPNMfpMV!DDSVg@3bTC3NvE$iK#o_;$j^lyWC-0<2G*&NlvxD| zo2Pq0T9Tlb5G6r37pB8jiu(qGU7b-1sf>LSA;$?l+y%aywHUIlK_M74;0T${%};@Z zux}!Gw_ZMU_$V#E2wXlY1bcw}Rg?<uh=3A{LSAAS<WN?H%)CsHb)e(Kz%uEXumxhE zJ0QS;;E`AWP6#2M{(c~rr$ffKGZS;cCv(1;*9w{Z1DT_c4m}0+@T!s`NX-teB8&3# zAx*4|O7M2X#BA_oE-%)BEX@R!uHYa_OokL33Ktt8ch@Q;!M1G_K{l*`PL>4c3sAzZ zOi6^!KP`l;M+O})0jV#O!EFYx`%{Y{`$nHm?*j$@4e-|Y`5Qp&r{Luv3Pt&lLrvZ+ znDc5w130umb9u0_-!#x^tRUZ|=0Nu$CuhK>hA-@f9OI-=kYAEmk`FFDl1ejkQb2RQ zU>>NkmI!JUfE`ni2pOp^2d_MHfsRJH<wMT{D1){@bD)cf(uzu<>kC{G^T6HC{2a)# ztGr5ZJ4)dVq!R@?6Xaqe$WPa2gPf|6co=-JSb2UCr0WT(+Q3rzNsvaR8}u+Lh2WA@ zXzL^wH2nZ^Xg*}wl7b^7J^G}AC%_ayb1k4q1Kk#q30XZ1x|0%o77AEnFzkd5(BK2~ z@Du3PU$DGOKJ=m<$d#?oBfvtS3z3QwlfmmdLCcSzD>y-;`Jmn7;O=i`I(WhZG`Rv! zP@n^3z{aMera?LypgmfMVeDjZgZX0f#RgE=K(-j?=cIwP_~t_f&r88mfC|vGl#>cc z44@e~XmmS+Ha>y1fL1Sq4D#>*$1Uir3h*s7;L^?ql#n60_QEdcO^}tK(gv(H1T<9( znji(MO(_B$`2;r8D;2Uj*dBZbv%>2RkOeM~G2$ff1}0FhODwGbmsaovMbM?D;A?&} zi@|3cU!M#%8+243G*yCbFo7hv!|On%D1_yMl0ac8wATna5aI%4Ks7ugAJSxZPlWC{ z$$*@AkeHVVUF=l=x>qSP8Ik~DJ7kOVi%P)bilqhMIfBFz(EX0!Oaz)kO3i^>vX)*7 zx(XfaK2YNvI-daA9Rk*+kdz9YAyv4(2;|b|Yu12VdSNg0ddrj|Xx-<R57{Rj25x1- z*RvMn<U=O%-b`QfY6o~Bih?ub(iG6imr0Q8v%vvwWMF6tE<-Z&K;yg6)(<Q>f(y+j zJHTgHD_m^42woYiU}OezjY3&ItThdp&V93>5gfVTH3gvk-5^!@dC=M90B8fVD6s%i z=Yft)1?OS~LrZh86QJEe$k3;e1te#IHnV^XQb>Xvho}JEnHdJXf(NuPKcy5p1_!z# z61oMqpa@b=UhD<?^TJ$6*yVywrU!-To7oe<#->BoyuImO0FI`VRCo!ekdz8eNjD+m z+TcCykj9}uWQ963M--RjL&v*IG9i7=l%mW$`0ikE{~z2FbOw#Qf)g%i0SV{?7U;4D zaIX_mk3Vh(C;0{7Wgu^6LIOMpk{HuqOK(7pR*)YaH?9OXVqtgoKo<%qyje04lyA<r zgM#qM?uM7U_JFT40X1qtM<9V_LP4G{N-cpn7&Lnd8c+cTL1F=Te<er(=<GR2@a?z& z8R<$cEh>Yos0c}gY`9l&gr3u~{lXTIeG0yyAO`75%S_Dy7r2>_4jnkbrzOIh@Ok-V z(9KgI4}rp?BnL8TlUfYA^9bZcg-A#T!9TeK)RhAndt_r}K4gRjRQ?uaCP8QQAWda( z!cR;FFRlhVCnLWEGE9{TX+?vKP$(|V1n1MojT1q(JcSGbKWl)TGy}TW5;CG{WMBXe zIoQVK4CvD1Oz6;|Pd;QKIRm_p3}lpo5qQDch24;?e+mWA^CCUL+dIKQ5DYr!0o-0m z&4Zlum62Hh?j+<FmqNEIg9q9mZg{W*vX8YaGX=8#BPTH_6*9gDKJO27EIim#S^3$J zdLa>9u-#aGvkh!tB6w5}6rXx}dP-oWZkdph&;=5@pb8@odNmwqcXSbGu>;6AhZjPQ zJp;A8K?{c=2_y$Rf&n($6+F}pGFu@X(xg}LDurBp1UionIxd`<oDB}{RLB{iiRs{0 zw8C}BqR!mI+d#?H&=_nY_&`xe8ITIuy_H`Cx^@~InV_B*bi%(NF&Wyh1eJoIQ4x@X zUu^~NxyppBa!@FN6qL!Jd1SBwptUuSkxJ09BcK!Jz`_MZsp*iy=*`?c;1Ig7@4|j) zsRS8X1dApmLK>2JspVivmsCjO3KRgPnUKjfh4R!)Nc4b4tw85QfJXv~!7K0bG9fq2 zrsd>AukZowQvfaI1iAk39!PM5mg*O!!cMa;N=<~7CZO}qVGBV@%2V@7Ao&G6rvpww z3aL4%kYkR53n1g~;8TF|phL*nnb6fj(3V&}WT>tfy5jeB7r1yT1}(V)9W4Z@jzG6U zLdGS*U2|~jG{3Y2-2GDk-7;1TJ>#OZ7`7rSGY_HxJgf^I0YAJEG8Yb7o(x`21>X3$ z2^@;xYm@S!yR>~W(;x**Kn`S+lR{!iZa&y^<r$gK{UVT+lwd)Hl++{O4F|8gm%Q2x zIRziIMsprG<3eYKK>c2D3e3!d?61wt&4sMsQ%FfoEr4`*pMz&X6cP&xAY+5z^EAMd zBA~cAx(5>0pj%R)69^@T7lM;4_}B$-^2tdog-mNh&i?a-bSXg_AVEnOWK0fZnSp{& zVmT<$D0o4(MP(KjgMD3;pAH$@RmjZ;cMGmh2j{us)I3l#8k|@`H~WBd_=T;ILgwh~ zBaj_S;9ISsb$D?pXk-J{00qrGL6^L~Sqv`9pU+?VvJrfOj{+z(LCO2b#=Ikt<HNv_ z1I`GEIXS72xnNMq4ZS%jGZlREslw~2kO}9MqEhJ5H_4@md5{|d6hMo#r-2>pn3NCM z)UN=ZLkG`kTN;49?*>_YXlM>90fND|RAlC5K=xIE=EI>^A_inYuS)<O*$6t|7p&Pc z4{}L6c+~-9amLej$Y@|uDyX*&3h>k-NTm&HI)mFZZ@R$OZC%)Wu>ss>0rzPWi&DU8 zTOk|T+6L8^d7$0MAafL=Af-_vxG(`Z_X%Y8xUH=%NIpLuyz=Mia<G@vGIJoOm}VA3 zMkh*AQ%fM{Z-CY<r>8@fKtoECQs^@6l+0p?16&{nsU<=WD*+u_k_pXYWvMy&kXasQ z=(t8{ZW6ft3pq&#w$e=@AGCi4<gmjlAzq%f0Tjoevmw9(C!m=PaFzsJ4Sul)l*&Mx zc|gM8M4gmhQj!B(MF2Ws5Io`p3is4v=*AllNZTm`(lUG91v%U_5wwU4T)@9<Y5^Im z0J%;DoLlot^B@<GzwH49p(A9a2>8q&s0WjCU@JIMQj@>~b_$80O)HRn!Qc!3Kv4o7 z+)M|TsZP+<vLWCh&TPo)@T7duT6mCi74q}J<68<&kX{X_2@DR2*PFMz0V^nn9NSP( zlnQOgz1jrcuL3?;3tU2hC*z>wwV;)X;9gQ9be$XIJ}t13N%^^u!;&+gjiU?T#X7IH zt_4fGmsWy{)S`UQ9hP7r(3Anl5uoEzK(XZ*6a-E{#h|TVAQotyHRMty1?ai&4|jua zum$f)1!+}CEUf^kRLCpMh3*z8E-fm9o|od7lLHEACufl93dL0*YW^DVOs7ItB6ye% zya^0kC@X-nJEUMQDFUyg1L?g08NmW==z>mxrKBb&ra)JBBts((w9ydkJB6bBBxnc3 zIRiAq2eMKj5z<U7&MyV8Syu>2t$-ATr6sA5iHeKuu)#!d0)(`=KzgTLp8{#;f)^Bm zH`#-nbre$irh*P#1+OAe0AKVDI*Ak%EE%aq;4(Qg1=>hU%?0(4!SR_3nv_Y0cKp&o z2Sr2n1%$({VgxPj0K1|9bSn<H>d4Q56ieVa2k?&la#(}g4YJ-Cw2B2Xd9UCMT}_yl zm;*hi3EUcnWbfj`D?#ozf(*^)LXJr+Jvtw3A^4_fNH`{@ltIoND~GO5$cB^)3P<OG z<2xla89LZlo|uyZ&Jp?Gp}$P<<x>ztic*X7!71SSBCsas#G-u2Dx$DV$kw!+)Ku`G zmO>=-+Q_t=Ovu&s#id1{5n4z>&48Tv8yW<1yPgi%v7kF<lOfeZIcT02a<LX@0vdXB zSw?;l^n_2x6zInM;u7$FdQcSQ=VU@QO{aqv9;TH-vMy*PNKrPp`Udy#q2~>NixTjD zUC3<r)BWHjexQ}C7a&WTee?4m?I+0n!;n?Y3RU32p(5y_2>*O=C8Gc>!!na04h2mz zL5C@d@=KvpTOp;86r_*@9TZDRO-d|*l!=h->zSZ!w&36at;YeS)x-kGJSpf57s#HK z!+VNyGNBV^;Bg>mXSFyrFB5XbPC)^<JSj_r#8@uq+#FC`C4$DHAgfmr3qYe~c_om| zeV~Oypjfy*0YpBB>`EvAtqg{kkeCCz$}l@GGYy<1K*zYJ7J*x$Pa$V4rR75hbTjkH zpp$u}pylS^3<8<bFNT!A$%zFerA3h0nH2a1fWe8-<!Z&LkbMn)spa4@ULgr;oI+k| zDY&0go(a9J9&}b3?BJW%GbVsrn~>}FK)c$&F`S%{4;oehB@YF6NaQGhj{bzq;p9N( zxfKj8%|N03cIpDKb3w;+mKH$@qQlEUM;3u1r92UO@H=RoFi1e5Dl-c_;rJFZ*y#j2 zcrg`RYG2rTu@!8uH*_tf-{HlO4ie}}Z0Nq}2kXFxU?}8fg0=&I9Fdz38FbEtF1-TR zW|`0(1*yd)nYmzpf}646eMDe8(xG>lmVj1ifeV<-V#s1NpG;8A3szJDDIyhIbHF{j z!z&><q&PVhdKrKMXz&3X1c_;&gYKYHil9^QK`BVVsR(*+mnV2BiNa0D0evo@wFuxn z63^$%e?F@PWEp4`4ahsm8Q@`X&~g#5!O-JjphZ^>I5$0R0w1TKkeXKl>1BWpH3g0T zf-MDQKS;^}tsH^wXS+BZ915W8ML|>kIp8G!aQ95G9pD?xwn7FFz#F|G?aGYQM9A$^ z&%wjhPr-+kJ)Hwt4VYe(SPTxg2Rpzmn`F>X063NlOAkX%VGk|<57>dz6}a6F-GT|4 zumW8{4|c6HXagF!G%HI5bqGOWq2N&pDJHTL!Eu|J1{v2=IJXz95_F7e5xBi~0a6Kp z&K=1CPwG4Rxqy{`7h!@o^<-96fh_{vZv`IlS9l9qhEtrH3ciyh1CnqRQu6bQpyLUk zUE7cwuRxth(8^NSR&3C!gVIE336%ytruD@_aC7R#Vz5_JD@s83$AH;sIiTfF;Cz`` z0zF1qA)qJ|T%m$a5dt4f1({&J*nVNdMezA3FV=4X>n=&H0Ofp8Dbowtk>%*;0!kzg z)@=lbQwZc{a|O_05g_q5%OOWzC8y@3CV>idkYH&p*nWkA%p6Giy|4q6RzPu;o)4=- zGhoY1OAA1$2D*?2bS*RVilD^wBG86J=$WV`kUc^Qufc7h$xGhM-2zTY1)v5;BIFzp zXfOxlK&sEwbm$5bP=BWk(&q~Z1-JiwGm{~0GLUmqN+Er8&?OF#wopn@KKwkw0%*Sx z(jnsjZ~Q1J0nOHc^d_Z37PJ>ZoAgDA1(3a&Z)Snkw1HCwX!!x8;8(Z~K3-lSH3f3H zh(aPb!RXoOgTh9^$N;iOP9ZceGau4Mf_BZ*pu-3SphF`-i3_yY0y=?GP+9^>M4&N! zNRwB=3*uW>XRrfu6HAIRE5H>jXk`XyS866~sy{a$x*aREA|n&Bd8@b}H4%1RZ!Tz; zGPtFo7Yp_~Xm}HrG{NiHpoiEi_&7rDpiW85g><<K@>3vtQ4|#w6~T$;?KH@#jiAyB zw3Z1hm{kfH{BeYAPxmZ=9L`mo3W=0R(85fR!lF{hD*OCW$XSaIc7RV3d=9w??)CB> z@Gi|nP_G%}=~BoTBq)v)0)jya`U2z}htRw<5bp)JMgXl;1O=x;Zem_$8aP3L&Qk>q zn1T#Z0JU);Jyxe+u)2bx{CvouzHe!94)kEkywYUQ8NT514z#NW)R?>oIlr+yADRWy z5<xpoz|IK=ZyQu7E6vG+Hs8Vb&p?NlLEGfO&3n+Xtq@Z{>n_1Z^eZGM7J#Y`P<SXf zK}(V3qI}4Jd}=nNO<$am3LX9_PE7@O6&3OlOG?2T$-!~xnwJhbdk$PAfL2z6c3mfy zK$;EU9bb@E1?UP4@TCt0kUO7}Km${tHNzlZB;}Wb1Ei!p6LKBc^W~rr18-=CYzxXS zfoybl1Fg>mr|*>1(h6u8gBk{q;m$V;z_n3+aVEs6kgYo<(DDFu{|mGc{0ee(LpCJ6 zyxctx6bgs8KsKi-BpsOv9(z_ONzE;Qwvv-UVFgb1;Q9u7pa@9Yg<TgQ_m*930$oA? z4wdrEJkaf@AkV#M-V0JS<8?pe9t|S{LldwM-b`Qf8l*rW)DP@?=bTLFAzhHeNx^a< z{vgc?#iiigwhA7Ql`IN5&|@n=W12aokS#I_sd?#%>5zbUx(sp|oCkClTnhB8`4C5t zafdhNLu=#$aGCLZ3iyI!%~(*VgZD!~Hd8Ak<s?G)p%<lQr9#$VDS%E=0*?YH6hU{l zC<K>)CmR)#ixQ!yW`TCYT?Frv1r05L7UzTgn4F&j8M9Idg<Myu;0zwRQb<hBOaW!3 zm(xKGRLIT*H^wuQK#k-~$V6Fb33#3ywDO@86d53eIhoLACOGLq)G7EvCLTd{LH92v zXFxlv#U-iGYv4U0+n*Ic)fgl&T>QX+qu>o0L<8j=kefk`^A_-w%Hw8mr$GTUkq?<K z4=si?Y<)l-ZjgHva-cO4X#W6cjX7kR%O@Y2vOJ3*)rkV^F45$C@B$fdf+#Lcf($Q% z>X@Pw$o{p9%@;dB&QM56%_)I&4~kMjy=kyua7iZQA|wUS8F7%sK#4gy`Jmn<ICnsA zONCTLps^HKd0PzXxk2ks|7^$s9|{GarJCS$cXT#5Er3pTz5qTXTcIQov@#YX3fgIv zp9k5un3`7xI`aZFMhYGH0(DbTi;JPzrZ^+N1Tv5b+60i82{{@IbYCqfwkyHIdHs-f z9BA1csIUZu<GG#Zz-@%Y6iDUs61-mi!iJ0B)s8pYZY&48(i5_#xg;NQL_#U(DtC|z z6$(J*1jOFd3dkHdD7-R3?t}=J6(xdsAamYyF9Fx&8Hoi2;KNzL(NR!T1x}lwRybtM zDQNTuJOK)pcgulpO@S?S&&bb%b`%RrA(w`M7v1IOLW;noqWp3&3$*9_0_6OH^DXE0 zgB+$%oRL`sDRDzmlQSSATLDF&v(Le!ETDz`7a^&yw4fNe7COBYx(6evv<PzdaA{sn zCUi9|=v>nB4Cs(cMj~jc1$=!;BBU==R0`=>fKQ`OFG?(cF7X8qianhT8MG+|_b<Q& z8t9Z^*wKEjIXU3!3Dkg3g%5mzt~LjS3+Nzfa6f4c_+BoB*US6f%!SPErGw6ag?Ja# z`3J`o=;R8>&Pavy!`r}XofVv+$ITZ*50O#uhAw&nrF+PHW^pNG`@2Fe=!h<my$WT} zox+FrKz2w$25mtx4oXp(x%uD*zfUS;u|-O13V1LG(nK$Y9EOqu$p<eRW<Fc780@@~ z{DRD6NQwb%SpcODum=JXi!vcCCC~*{^TC}61<*=GaA@Tw7G<YGTm9MKG=2^|KLA>) z2$?la&(BW*9sUGPcWFh5xvAy(Mc~oi(i~8$8Ekn{VsSR)cm>dq6Ug2R8!om%k`Cy^ z3-H<(g;(G!xS#BWOxS^vJ9H!iv@k3=13Ewk?h1fT$b+m|0qr*iCH<mI=)(C_$TqMC z>%nu#7a^UD)Er3Pv8Mq%<_EuQ47557T6QQTL(ZVhF9q%Vg_J<Kso+z)APx8AM99=5 z=z4?;;AsKSFfll1DI`Hp{YV5=mf-RVd_ykO=%Re+f^<+j2^>(+H7U>raBu)9NI)xg zE<kQe&C7@OrcIzL_210h@@4_J?0z#3Qi}S5cGrQ-y0G=aPDGzY;W~IHPk08nUv_;S zC_#aaqJ*5dUjV%!09;QTUXcsl+4#I4?BEMqE`m?c0H?9ae8{$k0#F?Zxc~xGU8d$j z?k+3N&4(P7s!);%>CEJUZ$JPQg%=<z{sU5riXpxK3wtl@fP`00Y9{nTV#uTd$Z-nA zg{6?X2Yg!*C@SA{%mB&c7ZpPmmMIvT8i1XcR0KZu9i05jpe_uCw97#On3<fJ2w9J* zkPjNghpyz#JiHuwV*#k~cwr+rVHYPCffo6KjfGxR4GxS-$QDlM4qLEIiIDqN-t3$K z@}3Fg<YJ#p=zVlSsn8i;SX&X)V7LIj-5J!tgpNNy+zsBJeq<x$V2xDJMM99A0UGEB z7p4knpt)R-{}YqJ7d(OPib;hY2nJeo4rvsWLT-l1NQJJXDhAJ^Lwd;tMfpjPBVWPe z3W>$w8=e$E8*f48Dm(y>SCkgP4x>#=giIRb=R#Tm1(}d;T4qj8Ddez%2kX{@(gSE~ zC@6##zzcXm!C+|#4!Ydb+<Z`71xknt(A7YY@W@Qe0~c_hE8rlNHfYCsDzs}Kl98XA z2<|~W15Yw2xMvnY8uQ^9si6D^E|)X&^70{@o55VjDJA)tkc%07Av2Mn1}b!n6S`3g z+{XbWAO)wKQb;8cTnf3RFeN`3yv+gPAW$J(3K_~#cnuzmzSsr!6=bg)qybt683hAP z=s|jL#RWx);NZ<ogjCvrp|0Srl(#E5WtFF<fVx|tKnemcc)YLybk`K9<p>VS(mcq5 zwe&>DP|4dC@Y<y0Oz>=GGAx8H?76TP+8i%P1s&f53jfEA(;qj2=Xn*}Qj>~G!JQSz z&70sY3gB2ygIvb$lvoT}Nu2{palyHnC6G1x>9FyS5a@9h;Te!2R+!g|@++WSILKmE zNNt`~nwbpQFX0MWSDy(Vssx`lpP3BuZy<OGG#|7<6%_uU1E?X*#-v2Zxk(B|rQq>4 zg@DAO637;C@P6JzXtGEy0xiG+`6BB`E6BtPi@>e|1u<;3X%X~H0Px*7iID2<@N!6) zI_Kwum-i*-XM$%v6y7v9f=p9zgUA;Y9o`HIM}?sLT<Fm_7v^7V0Nara+OeLQ2X0%~ ztAm9SK|>lD&@KdM?FwY=KKQ7P5^(Ch4w>i#ZL<ak6SxeAjE;dWFM@UlQ&Mvh!R7IV zN#INm$}*5d{JIGgP@vigvP>|s`0!eg1262l06UyEBNMb-0~D1Y3D6n8kll3ox!`VS z26)w@LK1Y#Cg`ezJm@*&p~(AF!D$n8&}e=+*yT4M=Ym2On!rx(dec1j)dt7{wxU$f z+F9s|SJ3_&=sAU;CVg3I5v0KIfUZ(?&4tXJKwS^o7`mwk>{alh8gSD@AsNyF05z*X zaq_x*1t>q{XG15TK$}4zv8iwaeC~omViDxz`OM;E@EmPoX>vaFkT2iVip*rBnJCD0 z#>t>V)4>s+nhR-)<%6;!*ddT1Ku{=vr@3KE0vwBr^OM0ty`{Oi;B4*b;{#Hqkerwc z+6E1B>eDvJ*6?Q?;Bhtu$D%~=P`N@d^g4l()O1Lf4m6PoI^z};tDrlz!EIiJV$jGK z$e=eZkd*~4p!?V$q2iwdUKXd20$bPX1wA}SAp?492JGNGaHXAJTmo7Dlmf~r;1m%A z%4c9!Za(xTEbtT}<U+tA=x!L$*1XIDaPBBdgw7v$KnB(;VXG}dAWbKQ*O0W4lbDxY z3fiy+iYEmR$l3x0V>57gx?~nZI|-S2&?P^h-N;~fq~+&BFBvLMEhz<$_U0r)cLjq7 z=rhY;>w3VKYL`I@@Mm)xz}i6@X~6^PpaL4ahZz){3K^Ltu)&bbyyVOR=nPT`=%jaW zl3ot(ri148K_`iUs|@hGA9&6l9H#|Epi30Nvj_^F0iXirHDsMQXfzUf%X<NMs2CJm z3U8ai7KddfgBR2(B!QbBU^hBvBxXX^VC9w;CqobO1l{}v4xE%!&<$K*&7dR;4!__+ z=y?nIiO^%hit-`5A3^7*KxP0zmmGjr#)C_r;*5MyFAlPE<ief{`#?v`UxW;YWFDOl zHa)lmvNi-X9u66*0)-iL{v#>zD5S1PD$2|O$2{n?Cy=k-P6PSx>Ffm{svL5GF1Ql` zcKxG<?ne!f=`p{2$Zg0EAUn-KYfNAj3TWvWI8edE?2tpEG9mkL9<196vL!SG<VN4p z;!KF|z*SZv^ym*zFB){>A;<+!*Mm<W2lY=Oqht!_!2PUDaAyysLg6O(n!Ms-=!mjM zelDcZSPWVR1P)&hNS6mZc@ODNI6~%c!&5=q2_WTbcs}%y+W;TONU*`LA(LH>(AWWW z1tAqvP9kVn88UXE;0qn$4}h)9uPTQuE(aaD2VMCJ+CBsFutGo)<g(~o*g>m7kPRoL zMWtYu7G*$6&vfXnAjohRtbccS&r$FelE+Pu)5gJ5Hqeelc?NW|X(D`%=IMrBkUty) z0zhWN4>JhLhxno>6?7~*blk8wGp7vFC<e8WpwrZ#u>eSKwKyA+GfKcSaG>-6o4*4s zg@!b@KnuknvsQ0rtpsPWyu=dd<Sxh^u0G(?8Wfxpq0Nn=MCh`By%+Xf*aS{rpav8q z$0tK3<=vgY;ujWO*l=MN$Qz(*!ok@r95i_eVqNS9HKM?BevniA4sQW>029+;=MrU< zLJnR|$p-}vxJ?aOGXov43Q2_AbY2C$7)c=`F$G*zDCCqvn#qYJhanfkgLc`2x7~p( zezmjb&2sPx<jiD9-vGQRya3vDa{-StR6&kQNzAJRADz9b6%-T-hjxQ<fia}Rkd&GV zF4I8k+QIc0ScxxWd_Of2vX~CE?hRzALLg{F1f(K01w7UGY|a{RnGg&bvQB}fbkLR* zaHRlRd<_bkq#Wqx;*t#LobKzEB_LBC?1UVw1Zr8sc4~vBlc87CC=^5XK_*s#4_nC0 zg<Pav0$N6y2|DHpWX8+JK5**3zVbTc>dJEH>W<WubZ8v|IZg-cBn3yvQPbcSEBI=Y zviwZ&*eZCc4YDr=bWjs$(>-L28oWzk1K9hZ;c9S^eja=pPe?{8WTPka@NMX2?-w?J zx|SFF!On6if*d^ka_%BfP$)P<PtC}K&M<?H?7RS(9Rpn*Qw}@Nt0V)obPSyS&h0w4 z@!U?Z?vQ+Nt)*~yDJTkGf-mK{KK1$va6bo>KIYAM(*ik3!KpL_T!Vwc7P0^b)VT#M zXa)P=2IRIR=uy(CMUbvXMrH|U2N1aY1Pyq?w#;Xwf*L(wVaL1__yN8iiFqmD%vJ;% zrUFgIfQKZ~K}#w?ar3qdvZ>G52poJVpi^GJ{&0k>^n9|T;mHojgz@2(C5KmnL#!$v zx}YPw<nU(b>1K&3r8&?wt>C3&&{gFHnaQBVw_t4^`FW6h23p+*T@LW9VJ=v%I2F=q zQg93bhg5Q6PBQrH7_j5P>nS&1fZnF8;15nHnaR*iL!bpOnV{hls7dMIg=~i*W43Q* zEP0JsS(gdjoRkbYGaDRrpkvHaAl;J;@ZNOLMjVKxkcxBfg?*ry3<i&kgDM2D`#^^< zfEE!zBBdB~h%Kb<1W)*a!_p}gKG2+>ladK7Y%VrmfZPIB1Uf|m(ZDDH9iRX)0<@kA zJbd_K12{fYAcYawUeJUiXptE>;ef7XfmCK?pm{~Gt+}arkeQ7<*!a2=Wb6YRt9hl6 z#uRL$BJ>&}u!$fAnTbci{R+_J0wiw*R~DB*&ol^wbdeNNb090!p+g;DeaX;HkyBzG zc(q_=Hncz~%gKif%z|d|E^G(8v7j^+vLo!x4Dh&uLP;w0n37`9UOez{imDE{*aFQ2 zf}$3bR;wUAyXh0ap%Rh-zS{<5yFxJJ1TI%_!%WE@9I?LOCKp&~T4s7_5wt$eEd?*< zRJb?|tjZre+ygeGD6t$I#3`wuJ?xbb^{II!ke#84>FJ;o2f;}Uw8R3;c)e-`cvSH4 zlEdKAQo%6@Yy|iuKKQjHosc~=#U;?QF+uAKU>Bl8?~nu!7rmU;4R%OSDP#=s!Y0UZ zHsFAOtdM}t+~g#JJDXYHUb8|<BIE=X1z*Ss<N470N0LAZ5S-mX7s^5UJgF7QrO+9h z#GC@?-580**^q(Ug8XFYXse!{o;}!$*_n_{2Z#4SM#~{19H1?(AnE*~6zGjdnR&&j z(3^Zg<5(BlL78TDCOE!9g)*d<13EYZwB`#OEuhmRlOPLupH2dc1cO%2L$>ji7C{!R zE8J|n3BCYXAuJIxCr|>Jd;td)YyneBY7VF`0~s>_Eg1qwE@&AibUMNva!HRu5~SVm z46-r4JT()##Od&S$Y#$cI~rhDj(|5}r9w(i=t-fOWsp&!uzc`rI%FXZC>%gXV}K7L z%1DF^7w1Edr%s0sBo$;p`mmtJD_BEXCiGz4r2Go#MhuW#QGO1%{h{ETk(mS8!wp)k zlvtDr8HXq-%7;|3VAmCc7My`+WWoKm-4}a6B_%k_lQN+fOoL1Uj|zgWq}y;|KiGC7 z14HQ9xQF+En#SP3^n#vwQhcNpY(zn75#%JUqEyHLkXwEcWau8W0jsnal0y<Riy*}( z^dRueVu<48M98@v;04Lx*o7YO4$8_3LH=NOBtg&e1rNZ2C4!y7g>P{QX!T2aCgjZF zbnt4T3tKKWgB_Y#0vW%8-A@iXaT~O~qzaPI5|cp(1*C$DNrmDP$iPQtD&&?Vk4$Jk z$`LYYrto^h6mULv4Dko=Jb2auzBLTm?oh~0Oi!!=rzmi{1JWT#&WEmUgxz@rUh@a- zAE!eG`Z6GmfyYhF-~a$!^H~NxFBE*XE_l@}=ztq=E(P6T4Q6D6YG-ixyq?+vc35H( zbO}OgMFwOBG&d1+!x-36k7llVG!uM<-{F<ulY$N}fsBZPqA9ZoI`ouRl3D}_5AZ42 z;DB_4p6Hi<cqhoDRLHtlu+4d;(2=!N@I?k-_a`QS2Qxuhb28H)S)n`=Tm|}p26{@M zvw?4>fv0-F+f+e{6@nmh_MrYY$R35nl9HlK@YSjcj*wBt+|=S+ND4o<_uNKM+3|8U z$Q`M9#n6f*8J6-dYzM7b1>N}uPNkuFC7Iv_xy2=^&<hIl%b+WjK<DA7CW9B#XFvn6 zpcLX@h2+GdqD)Am<M2xG=?n@ksb!!vm<m~M1v*?0934riMMV%-f(kNlcUZv*+V+5* z69<_e1D!?)>S=*IeQwXWt>DTa6LdKfXwVa6_M53QK(2<I=L}+j4!?k&kL3Yd-vzm_ z7vz0~+)BuBdLncYTv|?PCZqy$aR%25$vK&Mpdmi6>Yz$!83~%0&4g@@QwT|foDi3o zSCN?tIUY2rC?9e>MrKiRX)b733%V0m;bt?~&ERD#pqXf}u_ds%dm{rwBd|Q=%mC<} zDhkB~naSW0FokFha6$>s1l<x29@hj-PC!R_N}$`N9199SK351XNrawgm;+tkpx_8z z9ajz+gFWAJ4t&uv=n4<e-cL}f@C*QjVsQy%El4nAF?<1N+8Nwto(JBKSO7f`AplYz zD)@oVu6nU`J4mkrWNJ&{!W781fXw7XaP6z$2^p0E9ohgLxGl|tjnCX{g$yGo<Ukja zK~HwfNrkKdfb0?jk2pcrTPYl#26FDvec%8rPOOAD7<%fRLQy7UI;;ScCBQ*eo>&BG z=YZMZUAEA20=#SwJlb<%-^GRtkm1VoM9`XOa8}B%01d){JoaV=c;3<xl0aWC2QP9@ z1+Dl2r(z$+&|vVj4A1w0yGH4i1>oh(?%>VO$=Q%q1|^Ut1!!;tY&>YSIdlvFyc7$Z zu@!O>3n1fKpxe-)$CW~sK|>mikb(!CQc`o1Kt%&&HYzbW6Lk3{I82-qq03J)@^eza zF_2gRslP$@Pl6IiX>xW>Dx@|{%Fl-$UQm8`4|vR>xFiuW1rHuL-w0ZO4mLLB@Jh&- z5p*IC?01DXQ(Inx`~zMK56My2=UoR`q5$f7KoljFrlo<yzqBAFu>>+{_P7aL6Qn>_ zzNQs{j<LysEZI*6?Z(N3EOP*j+$1JJN4N?y6QQ@m7p10@CPV7U^DXBf6NsR7F{zNX z?Fyj!1kzkDNQ7=)@_?*m%qoS9^7<u$%cT6=OmMvjp3w&v)1Wd&A-xj3$NB=~Zn6T% zv?=JU`iqdUcyNajG(8B`4B9%C44PU8_n#EJAgg>7Dxn*Ea#O+MjBl1VKrb+c-C!M_ z38~@1r{QO&WkLfZIRjJ&<$w)4vN10aTpmHrzJ%Opm7SUi9%%usXa@%|Xmc!>p^#RT z2ss48I}=(4q~t^IA}ofSC7TJ}u?LDY1+UcdOvuer;5@Joa*VS=S}Azc>De^!?7zZW z$YH>_M>c}vH5+u!GB^o>&npJ4&;;d@=TlaIrNJvP!6_yw6>?7C<3@1N3|_kkSrJg2 zp9h{=tEz&uQlD=F2YLaty_S&=xsecLtU@rPaSA!m98z1PWu`&ToC94F2B~`$a`W>c z%{uT-w9FES()^^HOvp`x$@zJCsfe?#kIc`6Ow+vD3|V29k`Ee61qU^#T!fG17iFeo zLe|bELw7ePgIbWF9oJxAhNKpQ4<#!~ECKbaLBRnI+px@{bVzZl;Oq)%lwH_=VK+G7 zK*RDynI##y;MqcOS_0i<0vSb1Oow!gvNOT6mSDq5@^ceQ^1*2h)R@i8D}{FRb0Ej{ zfu@`x%g`WW(%|5HGould>%dEb_FdQnDmI<Koo$7@M98eNUp{D)HaObAgD&6z_Xi)~ ztWZ>13_i=(1#&$U=os~E@Z_liynhX{B{Mk#oLCgzK!ycCBQf*AE%qDBq1PWntI6`r zyp;TMNPh@)-X!D(!^e%Q9yda^<ALTjb4nqRm|BoooS%{k+3*U=Ug_yM&=FS!7sz2p zbN7H((kf)9R)TYiLN=s_@NC{3a6px%rl*1z8G$nfxVH`R>ETs*$(i6vqbL)4T|rT5 zS!y11UfKh?|1}5F?@r7sfovzs%*zC?mVewh`Ee6?7r=!bpd*w)VW3c43QpH6x4dbY z0}65l$R*9-G!B|81cmG4Mo5?3wFr`&GV>vqmnJ1<fjb(o6VpJO2tkHs7L`CtZRoMx zMX8Y0@Cv@5P763$<m7{{wgs8~V8;}2(gmL@R#XCRI$qduu^qJk0W1NUpGkpUL{wS= zIi|T3(rQo2&j(M6UD$fD;UZ*?5Ok!+g>7JsphZ-fumZ~`6Fh!mWDK%CA2ehQNwd)X z^a`-0c_|>*gME<(SzE2(7~lzM8Rh5XBql+%f-(^JG+?kz1x1<QWsM+x3XaeToPZ)| zCUUKSY%eWK%mhcM0%(8<6rrGA2z1(}C^fmL6s+ABG7XwqoC&D`iy;Xfw6p_SUIe5T zfu}GPJQ9nFAR%1>y(m^8Bo*w<8(Tr{0w1senhF4AAWcnBXy@mE=O-23%-sQTL1{q& zv}XWX<eUm#V5$H*oep$aH%Lbgq|=>Pk^xCq3c;lX;54I<nwtc!cNLOSA&VEHQXzdE z(DpyD>7eN+a3gFL_*AMe*C3D=^D3b|;S|`)_~gVS=t+~H9%E@9bh*7Ns3`=t;`-F< z-~~&Mn^%K#2z1aO6OzJ{QlZmrpsS-HRV(OpLU0jP09h^wy8j4dcYX<UoqtMEVlH?z zT*1f^<V}UQjnKpl%CnHt7Hk!KTnsX-R-RY}u~Z=uvNqS*8)VO`O$*+1ZACh&$`^75 zszM3$RAi5Q$o?Hr%O@{A6_kDyoD!3u(U+JE-nOD}u@e+kZ|8zyPXTmm8N3~z0b8Q$ z4Bhw*x(pF|6P;rbWYQr!FBLLx=Twwf1?d4PxMh|>#0o%X?52Q>4|M_O^rHM6P{9Ne zIR{ykn4FWCnF}eAJoCWu=I;%P$H$E=j~m-Sp;Vd)8I=Z|w+h<i0GYP}RRejDOBOOA zD_j)(GLy5x6-F`m;Nnc^fwQ1{O!6Q@g{67mIc<=shj&40O3<Mx(EiucCE(tx!iA-v zSW|d2wFgAQr)N^~%Rw3yoFRJ#K<g&K+u{@)OToLcUMz!5{bc2*gM%_LvnaVJF%8`9 zd)*D$cT)ywRh8y|iyVdG)O1i*0TmAl;NfaWGt(J#1}9iBu>jOm1beC=C$R)HHwwwl zxs@dupkTVN0W_%!iP`*onD_IFGfOhdAgv|vM%UdJn=gXTkx@uV%!RgwoD&Pc?k~>I zNd+fE(E3gA6|1nlec_OqFNMs!4Cr)MB4n9_6J)yO*_wsmSWPMgcN)Mh4k%5^fm|l3 zkd&H{n3DzyLxneUAe9zqjv=uC+-@yRDozIN^#YranOBydQwE9I)QW=qVn~lT6Ec(d zWH<O2Y48bbV6T?sLsMFDW*#^Z7eMZJf7%R6S)QJd@CTjX1s%CjC<N<s$uG|X#bIJ; z8rWH{mxJ%kecZhJaWiD|DQG+kB$b~H?QVe9u0Xo};CXehA3>MGK~J6q4e%6$FJuN= zP?CBSys%QiHKi2N{)cY6fkbR@Vo@TvnJ{Gv*xR5k2K1(oH}j@}>{STO0VkNl3&4Q{ z9yLo$2k#9C&HxW}B$i}AW-?RrK*Qr;bHHcQLuWN0)A`_>^bCA*vx0LXbXi0wc%VlC zbSoCv9|ajjiI6Ph>K6jG{naM$76}C}$c-MLa|po&68vC$aBtx79_Y0ed8z5J{UBwT zDbVBIi}I_$W(Ai*S}&j`A!PMbMlQ6e?~)1$e`kop9yjd-hh8}JEQHK-=xA<nD(L=0 zkZBjEL6;<gFT;UkUC^<RiO^y#Eg!m#H5@YJb$AK5l2-6fO3Z~c5J8udXF>)N70e-1 znl6b&kV@p$_C4V7EzqnlC<Wcv4kBNI^S?q?Ddhb0)ROW<$odV?mKo5Qpx_JMAMS1j zC8?*akXCtkDtJKY$<A(&=!>n8^~h=YnUJ9w@R9n^)~JGuBiP&dNzhJZPAcRU*XRA< z`*9UqL7ii;633!kaH*XMx`P&y?=Lo8fUI19-M!>BxP(XqZM^`MCm;n1$r+i@P!5N7 zl=4zbKuen;1xQk23Ao?=YzHWK6?{sQ!AT-7GZ}WKe_3h~*eefqYypMF8?gUC>u<ri z3)Bis%z;*XC6L8R3MJ5z^x<wuzb`Qlbh|ce621s@(jUmSH(g8Kf(-#r;pXRoGsnet z(Eb##(@Q`z0U$fqLo!oQYB6{~u{Z-#ALiu4mKY^J+zr-|oS#_?Syq&olL|c{B@fyZ z3U-8CidIsTn3M=U@g%dT6r4XoJV2Hl1MmIJPX{mC1UXM3Bry}5tsoONknp-b;rc3w zRYj?(1>nXRXmfaRNoG2DyaiMtgO6az%>_-IK?cVhAq6t%)KpMw5?ttmn!%t+D3DFX zsmb6P8Zr@lVJp~z+{`@42_~Rk3&?>_H-gdtcqa)+lR{oTWSp=l5uDL(EWZI(0KQ2S zq*CF+j*E~*A;r+?Pf!;v5!zQs28|9TLQeHAgHELdrGl3~9)WH(*>th-;zV$g0<9EG zMw;jaUFrg<+9Bt3fvpQJg?5>PAl)m_##HD5+6ARW1<<Cck%6HBSoxc&9gwa_YDFq! zG6!^ADrgly^m;_lE;jJdVc<x}OU(q;8lc>y;0i80U$=rKK*Q;<>o=1Vi@{~&;YE-Q zmf$&qyb|a>iSkT{12an?N1Z4@PZvq8C`g3fUv*>o&6b<3;6$09oD9Ai3KZ5w(0d0n z)8V6H*_k={xsa>FUu=ggVgg;q19D$-6(oI@79~N?$xBQxf}W)fT89o9;RFXlacNN+ zD7G`f0{|eFLP2UtCb(}5UZ`GN49dyiJedo+;sG+glbH*?HUXTvlA!m}6=de*L&i6J z6N|uENuew=H78X7w5b(*D>I_64Ymk$^%-OWr986;Jjf6BcQR<#8?<N&@(cz$GbbN< zd2)Vf320sb9PrMdHAc|!MKADD8-;YxDW;HFb<p;P)S@!5k)=5$paKBW<qZQ@Ukc$6 zor#c}FrKx5$Bc?g5+RFAK)ONapMX<eNl{`MXyg!_+%t1iA=Q^5bU!U<?Zky$V1>|O zP{`?y3dM<#wfz^TU4WeAoD15A4e}4DD+novA!njPx??ZeAvrrYzX;;Cr&E`K1F9q= zwFJB#rW~@~DLWA|2$BljJe;1NlLG1cT!-{lLAN}C5`sb*cpXY{3AiIsln-4r0bVPZ z2yX0VRwY7Czk{Ea4sxGD-r>!V;wGR7I#J-549QfGeM6u$nFKvz`|!$=L}+ue2vS~w zRt~^c2bE+NKss!obM(Q^zt{|2z64q@RRW&fE(I@9cmvsD;*<)#R0?wD6v!$CLrW8I z5==@=hApwZFbOos3HGHw_)IW`6!0OyFTlsYy#XJxt&pFSQVMQ36l7E)uj2N}FNO3+ zQ%f=-XL2SdLXON*D9D7gF`?T;%AidE&}v)g{+-w0rO;)N8O#eipc^3|m$gEgj^Ona zkR3{;sl~8e0x6}?;VsZnDd0UoH`aj@vR8gaUNL09bv9@q0UYUJ`N@aD{eZ^};3`}p z5t76c^YTie3Ct_M7(5dQI>Qwl5MKV^P%6&JgdL}om<KLVcY=4pg4Pv)^8;wI2Q*X$ z3fr8@TyU2*6|}+^B%qK6?P7zH1h^4clnO~B;4$RPM97qE0m!A`ZhCqmWG#9|YAJM^ zZyET|4X`&r=Ve3MU*OGY;8X<~Ck3x8eB96lN^Y6O(009oZxA>@f-*s8Ohfug;AIVv zm2x>pAVbEW8yWMVb5Myn&{LBYe2c(_ADx|?3CZZ8;3m03D!9d>5Dr@#pH!5X2PuaW zi%TF)SkQ0<<goV(TQBUo*aS{8pat6Ld6`wv*^k`P<P1nk_DM~I^edr*lVE=q7r+*n zl;oEtXFyx+pw3weIP1RH2MXK7qRd2)j}^T0AqzC~(-Xm#fz~sCi(qiB1U03=0Rdj$ z0^LGil$u@&J`=(j+MxvP^M~G2<pSIFTABwsoDgzcUO_47d|7ap3Q~W98wik+Ik~73 zI%koRS(XVoxhF9@6*8CWn+h4_Q^=?+fbJm=D9Q(I_XVZ0%xuUqhQ##zB4}GDsk9iH z@Dss@zJOC9sAkRtcXJec9Kj70&`=?`%myVLuo_ScHXH2a(jw@xK9C~NQKDdZP)8G* z*ppIAz(JQ;k`Jw2oHG)0AuCfsCwsug8J%(<u>{(N2$_BfP6gd81umdL2iN6+hWtSu z$uEYe%r8iV?sft#X7%)Q2T3XfgKsh^ElLG@Au}5?!vkLZ23dRVmJixi3yypz&{P0O zS85JqDP(XqIMIPOy@BFg!L<TB{RbMMy9l0dQg}0S4p^o*16(+#=0L7SQE<sD17BYO zKI{<ee^6+FT@Si8F%>jF1k#vV0y#3|1>{h9m(*fNSb&aDgx&XAkXQs-ZU%N^YDo!X zRZcRba>=QLM0QSMCU`zgp#-%52xM|5^w{CdbjaL#QED>uc2m$~2iUde8zH-K6%wH{ zte|_1^PxxX7l95OhV2Ugb!mDbixG=K&H+bja6bGB$qQRAc0wDR$%%Q;Sw7GiXwVx{ zz-#Iteb5rn$#wbQ7IV`YusNWeJr}_%v=mB8lfVN@pc}Nn3F^X*iydG^pc5UT0|><> ziIBoh0krr694v{TJITN-(2_IAaA0m`1t^VxGip$N4nz=ikQ4mYGtizv$hzRvysUgs zQ3{G6&~=ocX7xpIhb^@TIxzxjeCESWwG2+ogKpXerG3c4i^EHxI|Iv$KnrldZEdg- zps6cRj40$m)|_P~Lr!-F9jtP(30#z?q=K&Ngto6iouMM=dZwV%#1x1VQ!<N7K<7(? zed(B!4=E>0OG==5J0%r#>;|M&6a<+w1Nj6xxtgB@k_GF{$xqJ&cYqWEAoDcdsb!hq z&0LQg=RR(1137#t_#B0sUC;^Q;%soHRVYb>^e_}M@^dm_6=G6pE@XfgyeJ>CS0yDi zvjSw!TS()&Jin+oBeMV`;tXEapio>2Jrm(#<AtpkHi82I(yxFFAt<<lt1|_VnP68J zfc7VXGUvlxkfW_~5<#m?KoJJIl`;{083I^kCg`qVusCRd5xfx$6#Dta#o&zK7!(9r z5d%&Z#ff?8V3oP~W#H3+p&JJii%RlR!A=It<`<<Wf~yd)ro8+VaKjvQ<RNrbt#2x1 zTS8_YXx|FxrVo&f3hB_pw36~+*S<aN0`D<++z4qTC6_|iOMz-Ba0!)I45>*#O>@Y~ z6_B6b%-RB?(lf#BEMG@ZK(>LG5rB`0ffkxY`FY^}pF$eAOau216+maDWJ3B6pmYcw z_jt8o=9{?<U`M{*09ob@>h5PI!{(-)@}U<~T%UOz+<wV|+_zAap9f7msafFAINx$^ zJII{tQ?E}3(V)q25S>|40?F?okhT*@tTY!g_66D!03Iw%O@Ss}@CCbxkQN3w)k3ah zD$a%;yO5s*s<)sk)ef&s1h)}DXYFT$queJyA967Q=z<f-_-;W_W^Q6pCS>v&d?Em3 zku~JzGFZD7bPG4QiUx0YgPh{>61?43;q~S%;MsMB;@s4n9Ej7v`wSp<I~GGGvNCfH zF90W!qSWNnOwg1N*hM9Y70_A!^rFOM$nkKXjwz^DmRSbrFM;Z8&~kFHhScH$Xjxef z8YqX<@1V=zA)Pqrt`g{h2nrz8pb*v5)6)de3UB7Mf{RJe!5NTYl*3DMAX%+6uM}dM z2k7bxa864v%>=E#g%lRa(A}V*G4LGFnJZv}Aje^WTQ!iqZ=lue;1~z3Z~>*pXPXv+ zr9o9a=mIB5(>F0W@d&sRrjP?24sc3@Ov&Vej?YPjb~Bwp<4ItT7iT2qLc#;uD};n^ zZX#q8fkHN9HtF2XbGtycra~|Mg`A}V-Job>4mK*VG!;_MKUlXJ94fDOLe6F>$t;E} zX#sTzlR+ySL3{MUdI}O@`?YdYbHItRG&uv@Ue3$|pPle#Hh9KSp)9`yx+*+3A9T1p z$T9ilkTjl~p9k7h0}@hr-3AU7@T37aw}68av;hiwT3&HUegU{{Qz*#?ckC2iLrwzC zNz6?GxAQ=*Of4)0EmeZV9H`_k2Rk=27nV#?D@sx!x3xcRT>Q9kJ~(0%^NPzsE8@Vu z_e}&3>Vr;Q3UUPL&P)RhzJTOFhlPP$`?M8&Q;kAsFl5gOXq9~`cw*vl6L_hbf?E+} z@La*g6=Z}0_`*F<`SW}?$e_b(@*tL^6eX5Jn<AM7;0{F+WP^i3Zek^5cSvR~r0)aT zWC<CneL4ZWh7fdbC}{K<WI<^Wyr<=s54l)VAt@&jIs#Oj0oslR&TpW(c+hSMa5o+l z`rt4vg>{)iAS1UAc0i|JW<WezmJd1NCJDAO#Rsx?F|)WBawb3usH_0xO0Xr6%LAb0 z4rrS!$ce8u^}Lw{+1Brp587M<RtjCMn+jQ-nGW0Hn+%<UEr4{cQ*$7@X28p(p*PTE zK~FSHNiE7O1D8gbIXR#N3eIlnrFoDXVPs%v2$oIE1l^7f9&f!c6%y?wC7C6q(EG$d z=VpT9Rv{cR2;v8=@j%g~@MhK&kQWp{$J&;I%}>sURym*m1<j~IijVwU$S(MN=<uOJ zD&)qj!%Lu3pJl0#O>QZW<J1*E<3JGSC4&xn14oNO9yAwcrsjcrb8njGg0llC2|!j0 zr52}xW{N;5>g7VP(?CaPK<civ%;F5_<`&0*0PtEbuqXT+!INf?6(wNvz-t)6Eyo<t zq6l!HWT#dpfod^OSUg|b2{t<=wHSH}a%xIxGPoxN?e_YCj`{()!q^z>3sAeR1TsPl zHWFMrmt=rbPv+qjko5at$1G47<|Gy!0Uv9lkeCBW;-I1)dctgRYF;t4fA@M@!)vfJ z@>0u-A?+KdQb;H&_(GOK6{Hq{dJC}nDW#|sycWvI6=aV>K|XYfAvqt?pGpPYN(T;; zBIsz+>rLPTF`l<<d%6#Nfb)eN;Cdgt{Z%0#AJSBVEG`7Q1w0WA3B;nrWJotIKM#8J z6r|+?nR`mfOw7qoFNF-)dL)9XI<TVx^5JJSRf0wt!KQ*Hi6QM)P_>em0x3ie?}8-d zq(tZ#R#7VG7zD5&c$^j-^q|g83Uo70F=*5kGEb5VYOcdh8d69p1vgn0Qc{y4vvo&$ z!4@Ya=4BUy<G&=M2r<h2dKF}7A9Un;5x9^AH$0(7g@C;eYG6ap-_IxoRaVe7AfOwk z!8sgsgk=usK5wuq15%4Xhiif@O-sy6hMj)~x@jyiuLL}T54k`EoXkL}Fe4W{#PxLl zYH*b0K&IbAeZaij!{Cw%v_cG&3|~OHJ;fQI3p2ps4BGSql5qy_BTWQdCk)b9ngki? zQgDJS7Ageom4obyxUe0xgAlCQI}dt6XGtRD8nm}lS3>6c!G2Fl1YIova-%}9D_A5q z5wwH~BvO=`3GzPZ+y>Bcri+m35L{Y->{lo|3^`ywCpA42QYe9Er?WGmGcgSpwq5{t zClnluA$3J!N*VOBG54a>RPffCi_I4xH)R)RBxZw~*O@7x)1*Pc3+^ZNfNNFIXawjY zgnY=H9mo->kfY^%Aw$fOsfk74jyHU37&!DnVE{V#3tU5iZrA|ty;CSC%7?Z`JU}rH z@~wh1xX%wtC*Y+90gzd>#0u!KKqVQe`H;+?SOQr-58B=jx%XKiH3yRPf}o`uIH4q^ z=B1`(LQbVm0d4buoRkh)kp;5w&73`;V9d--ft<ft1l5}g86N@Nz&9CuN>*li2Dn~L zfv#dn$xH^9cnZ0RiI7#kpo7Ms)A1>#&_l<QGQpEniRF-;(Fy^H#gOa-Za;u3I#3WR zB!iZmfwK*GMh7}@pPB+*Ym<~;1P*WT!F{mtfs2ix73&wk+3Lb3(E24%DpBwUO|O(^ zLb|Wu`+UHCk_#Iy>;#=R1GcOrF%Nnb7__*9j<bQ&>wZw6B<4UC+=0&p1jiuQZJ?8$ z^OGSLr7A>$=V)@F{>n&9hV%uJN>ft6Bh<NxkO47;#1u%k4s^#X*b8}(-Wqi0LMr6M zx^(C^q{Je~b)}&7TcGn`FF@|2fLzK19YxFowFN<G3Y1JBbropcY%#=$#2n};D#qYz zV#`w@8@W!*1eXbrh9PL5AJ~-&CHdfM>5eufg6Clr-fRJ<bkOxTnV{R{D?#D0;QCBZ z$mM~Dp+PM00ys!c1nqMJ&mAkcLzX%gmO>MOM`{ryVWbw999{^S%Sz8I%7HBS1-W0L zBo#7f0XjoJ6LM6If){j;XfkL+6l6Uz^bqxu9Pqgvo?#$2Jzc*HoW4N^Q^LlHAZNgX z{Rz*2&@gjO%u7rGXHC#{9?;gFiwzgMFF<>-pfR0%NahL2fV2TYb||<*1|EE%2M6Uq zMo^NHAj=Jdq3b1$3=Ay5-bsNSs_j^w3OXqboN7QFl+=O}aQiU8)zKRqzB!;V8qoG( zaABk14;nxR2kh<(8!kW=gy-c$7FCyJf=B%nTtT}{Kxz<+YakmzLHRc?6WSq8ErlNH z6q1o&nhx1El#~d)3IlX3J+#YTT#}d#?#?$a1^YA~vd}dw6YNd}LnFv#7<sVcpg<=F zfh<=5o%;jcDffH@IQ&6ptS3VTR~CR5%NIk=peoA;wf4aw0A2)B3cYa98FFHN38d@d zRa#sEElBc<@*tz^#Z{HiViA;5z>75AbkBjTX$Xg`LR4@7=XQ_$0?=({kb(WwV(=<W zg<Q~)H(;kh*Dr#i2D~&0Jc$Sz>i|z{gYz{c&cS!>BtkOco9?-w04YiYuY*#^0r!z! zG=Q&;e6qXY$xd)f9&|1;$c_seE^NQpeF5CODNRk!2d6#I=m~U02V^&BP!zI&BQ-NU zH4i+Bomfx+KG`R+BsB*zeQ;qD=$KEC)rsZcks|Odix(gZuaonOpmk1u9@6>5(8F3X z^Rh~zGZ|?`iFuHMC_6C)vXra{bo&4}>YVdoXA8PR*Gi^9E)fM~1+a<|(B5}YEf2j8 zDZm9RTmafC0&-e@F?f@n0_d1HaKtEt=jVg{Se|(Vd^7QjWstKfQc@uoA}RzxmqdbQ z>Or%v;OhN#)0S5oAji-8=9fW+{c|#tK|7PcDF$-2Ii%J0V0}9{%RsN>$%Jli2c60W z8!k%A$<K#$e0&p&!Ob~^yi({68Lw2xk=zQN8K4ML0Ijf3hHQbG09l-#0!lC-PkXw9 z9hV3?G6|9|L3`=IwceX~6Tyyv-N2p<8N1Ad9Uxqkp9mS-e=~Or^s0``oE*sU4hs3X zsnAhy@cK2#Jg$3DerW+X6+<qlht_$Cx%uGsA!Ix(6Ffcu3VG<7QBXk%X##_Kt&m1& zW@<@ZB6u=4F*y-3UF8j4f1C?Dm?R5&>;vd(pHy%LKRP=X;scjd*tJPXMVYB-ki+~H zLZFwN2c#BdBtnM^f=a<FXcWA`Enm>=Qr8ra%Zd)K1P5CgXs!`b8#!kr7D3|%v=<9< zg(2t?Ur5}5rglMz2DHK&vaUQOH8(%GC@~q__)*Bohqf`2Ga##eF7{v81I{+3dCB>? zAfLnf>k6Pv+F%EP57~rli!MqnNX!J!4Ho5t$5a$TpiLBT>jLZu(5C!!P|2y_S^^$u zQ8))a>*-=UXaEo#*NJH*sYReWdmy84kX8oB-3lp*8IVaU(1KA&5duDMHL(a>T^`;8 zo?=UfjwqI7f_4Cd!|2U|hSyzFz!CgrUI)s8*W?VyG`26K>sp)%Dg84_!EGSW+Imo6 zznKnRJ*ZFy+b0G-^9}4=P-_(2frcCw2s&-JDiboa1v)_zG)4hR<ku&Gd<{B)3B+^s z0B7(L(6|PO|9k@2gT={^6OErWL)P8|Kz8yf6eJ#A3!Xc<4sK+>nY#nhqXgal09ja8 z48PK}AQ7~e6l6U3Z1oM`v>u)cI-e4DW`<jSQ8MIGY1n{7W?mw6MYa#@YQa|<pxsud z)WlNAaAZ+xVsSor#UR4xnMtq%iwkm66Jd*mN((^Sjv!@2LFQrbu9noCd~jj{otzEI zPl>QQEI>yJfeUcx8HAt>9bi|38h)wCC6Myy>10UXC?gX-+3g9P-T_@MQIrV2+9Xy7 z6wIK5Siunw+U{2hZZC&qK)3TNyxI&I9xO<N>|!{#{@h+raDlG-f^3d4Fa*VUY7w}P zl9>wKZ=ID2nKcM5MP7AUl938Jo&{Wdf;QXdr9<=bo3<XXAozgk4bZA8IUCaa^MY*e z%myWMkX^4fLQdrX9fOevZJH_sLmGA&`8kkEI}Oyygq+Q06$|pFLPlm5DD_-`9Kw;5 z37z^)%1MPTt^}QW2pze913r;02Ymb_ICtLcx&b}|Be6IUa*}>(5%eyBVA$9!s22~~ zA^@@^7+N%^=0S&o3i2T*l7S9wg^a^1lxIS2k$XA~Ttq3H+YAl@P#-%p4|?D<Xb2r# zawz2H=cGb9NM4{J2*^mXLTVyxU;(`B16*uo=0XNO6hP-(f^rIIE*?BKlM1;mQ6VoC zS`mQi^NZkC17txlIA)70^Pt<8K(lO+lyVe2u$&HAzLS>;wg)tA1P)lAL~!+^Pyh*e z-^47?ybm}@g@Ib$kXTI3gIt-Lo(k#oDir1CL)Mw3R)Gh;U|XFNlOZSNy_^LK$rq5@ zPGH;1G9Y&3f~LA4735sVviPjhqmVt4DWHLW$TAMlnqY7X3gWMVe8|QVg`(7SP__XX z?+BjdRq#s$4?Cnn_YbFJCZ@wKiv{)iL7@oh2S5th6vSQ3$@$P56Fu^az_}7~%~=lU zgd1=GfR+_O*It0@Rme7c(8)I7Oba>A9(M0bZvIiomEhT6*C@C^(sUYZf#vId@ah(Y zfJDe%lQh`YiZsv)MzAMAb6L=~+Ah$A?2zU}elBR6A;`b4H-ns&lL<ak2gFp!%Lh%n zgPECmpeZCUvplmn1+sZw;V>k__~z$Bj;C+}t$av@>{=|!Oa|9f3X%Dx;7+VUT7FS_ zCbYGbmYE0YAA$00W)5T>5cmf2#0<!^3#di~yE-{1GdBrrFQ^#~y>4d#xC#Q_%~xCu zz9Jc%+T0)wmI8QLmy!xO^t>pwBojLQ0NSUT4;eiKUC#@S8AtHBec<E(j?N34FMx;V z6@pVCu6a9k&TDWE1n-ltOicwV%gxULkJtqHfP(MBdax_O)fi-B3G{MtC+NZf1+T<1 zaDVLZ%A!n2y8*PqJvF7Y2x4A(Q6{9Mf88|!vMMtvH3w2-T<isP`9RxkK_OOJ1X&gY z8YeAE%>XAC_?bXpcS6<g0Xgg`_^8=raDzhO^<=Osiwi)f7K3~NYF<NHWF@IZxtWk| zF7#v**i;*+Km;9`433bDMA)f;PDPoC5cQx=5#)v}kn<EGOTmr+tp>}49YzEiE`aPb z&&&olxk0;IAY+`+yW=5#_ejlw#13fV0obj+nJFpInd0nB@CdR(ZYp%UkTYbzEhLsM zOoCjsl3xV2K*0%mU712sDrBq)w6>xWygU;$@&H+-@}?WSmRi9*2coI46mmZe=-L9X z_25kd;EAL+GdkYPngY%?pj!&&L#}*FD@p~=1YX#C5xi@l2)e*k;q`jRns68BPWHs4 zBv5oL-2txjQ^1EWfku$PwiJPvFo05V%j?OI1&m?&(3wXcP@w|S`Vf31gTk9d-EXEs z>fVz4BFMqrprlY*l3D~Aor25?Kqt0A%R)dg4eF~w0xCDP2vT39gEqIMf;|Un>_FF4 zrGVC=K@0-jNDgl1f?TGMn+onZ7egW;JTV8{ReLjM&+C<tGm6tdi!dR@rZ03$R!Jsk z>lMg;g~TMtQV#{6eDH|N<EHiCbOP>7mO&;?6hec+lWpMEDr8j)XgCa{Kef0RIz5z< zUz!Bg30uq!&H>O?4|Ko;v`ZZ_a0S{>otOvC-Qb`u$j>Z>T(^)2o0H7UD^ARVv^9%T z(^89|r(%H4F#*?S3L!y|?We`5kab_6!-T<$3LPOs6uHpecLp@dKo_2YGh9049xTvW zKuEM_7AKd2&u9U2AtSP&qrXA%8y^qOVTqtR0PNJ_jKl)yq<?x*BBbz60j(Z`EZPE{ zy$)`IC>UCrf(*C`Ile40B?VmcmV$;bz(pnaRuky05#W#mt#$`hbfAD$C@F>PuT}ux zrwxkg#G({Pa9nJ>unROu0CHGj8ECOSIEM#8rZYhrA=x%3H4(gqx+E3U&H?8U(4Hpf z{fY`VASccxXXNLD&ZhyHkpXGCrKdxaX<23}qzhV<nqCAM^D{C7Sqtjk7C~A%N%?uu zv*>~#XW%-5{i#rrUj!bTR`7r>Tvc!l1!+|%$}EP=$tWb|f_Kg;M5dO2$5B9wE5QqC zGeILbkXU}T0dkHMc(EMxs)n#c=vBE2MfuSCoRjlGGl<ZWkJB@ttG_^V)X-7q;*!Kn z$QgVJdC-%!LCXkWOIAbj^T7Qq1@|Cu@P}tYPtOX@%+1V!PG^?nr$E|HPa9`}V=M!7 z?_WM-kS7;%|2F6hr_5w<fu@iQGaa;k3akM<M4bX190uJz)&-e$1zifC3XUv=e9$dO z;FJbB>KjrJD5PYjr51rxC#cy9nh%9!yTf~`GQnGPQVXC_rmL%~3-&>7Y96G#D2ATV z11?_DGV?M)<3nJxQbA)!B{`Xpi*&*>z{Af^=WGBaTZL*+np1eP7d%q05CUC74ZbuT zva006Tu^l8ftw~EwHLNtYy*iX6clAbk7^4_EdXzKgGNU&X#F>I@mWfKF6cN=aEA2( zpVV2FS_Mv{<*7-aE*r?m8_RD(I*X}!kQ%kPG(8=3xEo|;AgIcLRMViN%0L?Oq01tR zpl5hxq$ZYS=2U`P6reS$MWx_fq+s9Yf^NeCPaA?=ota(=9WC}Of~;67D+OIu1R53q z$6XkB3w|a<4%DQ`%qz_=g^W%VfQF)=tEiK55+TQ?J=xI-jz{oXdWbud6QN5}-9a~k zfsKW<ZlQeuH|TXw3MG)c3P9J)r$WvkE&?s<0GoGV<Atpkz)O^J5;Gz9uz;?ODaeGh z_e&rn$%og1vtKG`e>zwjXmJ^2uvx(+6MU*eZej`arX=WA9mvSJf*1I_FleBaq=J$g z)NF;feV}sU!4B|JiqyPf=*diuMbIJQ0+4;+d%-VkxBxonYVQT`*(#u$pTV6P1#ieO zM^Sz<^fWWjzHg|-MX70}>EN1MA+Z2lXQh^;LM}Fj?GJ&py>e5*7cr!jf~``3+@F@3 z2g!CBumgI^5yQUaplen@DMZ1s1XAJVzy<@{@*($`yjU~$#hSU`Y72ZG2&kP6)=`!T z+1U=dAsw8xQj;Nvfhc4oLdJ)SOH!dLL_r4uL03Ipm<5`v1P491>9+%%y2BttYv3dY zs>LB^5<pjMLkH|$PJ`T7?E+oTt&nthTP1XxkaHqrcF+eBOv%vm*3(n-Aai)HmrnpE zD^TMjClRs=QX!+X2y&ozVo?cLUwRRAeP3>V9%$h*VzvW*Jlw@b(0Q&P|AM!efE^!P zT2Pdl3rWi9nMshYTux#UWM>PcK8F<BA^F*0pXa5fra%TBo<R=ANCaQ!1NMG$elBDQ z9_Zu{$dFeeXjfiYDy05Ot$^IE1ezZJ4Zncv74ShhAnlJEyB{}!*Fb;|djU&=Hkd)u zKyfl;h2Z1H^^Y4NXQO767C}0&RYzumeFIu!2MzJZP2e4kZ^6g6gYPwgEJl8~8ypjv zpm7UOP$(3XLd&n@jMP-n8c0xCxg0#~oS2>tT^W;@0^U;TlUSObQ3C1zD1^iI?!Q>P z5TxhDYH&1xZc79;Z9qO!C{9g;xbQ^-c%g#==u)q8$YgkF9{ALkRPg?AP#$!01@B1! zO}~N;8wdLcw9G0$2RxXO2wrFcj)T<9yj)1pmX-)Tg79_!9<cSrkQJHW@wc0ht~+Qu zYI12#KBQ7VycQCUpwq!2Nl3vXACl?77srD}u)qZc==gC^BPt)VN!<mqxf(RH1HKsx zQn|jJ4OUwW8)br?U6xq{I-LNV*V0lU({m}AMUcfXkX3HEiFu`<Gh0eQK@L_Jln<FK zcr$GVC^R1Im=2<z&FBOB3$jofx~CyGKL<P!`C=txRW9gw8<0654MmX2<V@JP(*cQ) z5wXlvXr~y|CP|03gR}A>$1Wu<0=!>;^3a0Huq>l*CGKO#t4hxbMOykl9&Bz*C%% z3ogJhkq90|18K-Cfo@k(a4JfKZq4<E26X`_--6>4GHn3v6oHr^k6-M+06CqrBtHj| z+>SOu&#o>gf?Nm+T48*#>0$%O%EWZ=DqxUvN|V9u(&P;2@vyFW5dDc+M_NHnQg}Oc z3uHzN)|mta5@ZYow4ofbuSmhUC=uLz1#R5`<-BCr%AVq!%mQ%W7boVWfVLEZ({w1P zZ3z(ujR6#uf@c*Jf*>VmVgY0gmVy`L3dak3E`oOpKifPNlu2AG!081vzm^U<o((#T z=8~BLu1iW&z@7TUEO3dGT3iBI8>^6(nhR;jW`dT>gPZ|6eG0lDKO?gUGC7o&58iJE z3YsT-!Dnng+_fAW5THBBKw+&=oCw*c7o3`0S_C@;s0ehYAXwTBa(zu=B{YwNZmfWe zt>r?-I6z1J7eMBSij%<y)q&zfAt}G82zqlwF~}~E6BJA=z@Y@*r2}otm1IDcXn@*$ zc`4u#nU~-l{1+hi0fRQGgBBTqe5l|B8ovfRD=ZbVU>I~P4tO^d*wVbz#G)j~a2)u4 zFNm8#oo;BeI5-oW(9SnNF8X@1x9!=C^`P*`2kjvO+fiOx1X(GrkWy5dmko-dx3fU5 zf71pIz{ky<APowj4a{Jt_&~Ni<wLJ>@JUUCEw{={&x5WyQLxekCw7oeU}@>b&YO_2 zvk=G;szw%I`%^&YMSu-XgjTYkNsQ*DU`fz!8At~SbOJHx*axt&NvSEIBTvA(@)EN^ zO5ZGRc(oaPv?!<n4C~UTq$cKoE3ed?9B@nc$u7up1n{LwAiuua4K@*UAZiJujsk5w z0e96EKoujTK1@!8wnKv8CjupAf^q@4)d^~<K!#<&Aq8q5gPc~HmkiOJl$r-=@W7gM z-~^SD2`<zX63f#{A=^H(N^?O?ey|~+?E&D7Qd|n^=7480K!z%W<U{89lN0k&z$Nh0 zhMC|7PH|#MW-;i5FtGlD%mQ!@Qb^8E21n|RZ6I;bspF6Ug&aTxX@@FYn0o=TZzd76 zWdj@{kVELfRd6C`A{-Q0&)0#RaIyOWc#IUfls3NvcEu&=icrY5u1ruJ0uCFHGc!Sx zD`1lpd=gV26N;6f6=Przf)3RxNd*s6f?No`YXa;c$X4Y{$QXixkE;tfGo>UJWrLQT zf-^vVX-QfpcpdbcsgUUw(2|o2`$3XLrQnPL(gZ$OW#8jQ$W?#fqx+#NHWf1Sia~2C zK^hbsbIPG}EDGt6gUN~#!E-7K1)1QBOkXV9^>p8KkckR~rJxlJkVR4onR$?N9=$X3 z(o>*oca!srzz%!5V+Yuq>7edJ9%$(yxKaVF>MDWWpjQAJ*F_$De7X*Nkp*afA9#yh zVQC`h_+GF>1M-UsA=5+(&N-!!YfXxv4XebW67U8IP<%Ogg0e<tdS+4%B+@~3H)w_r z6pa^lTmX+mgAS+N0Xf3|W;^6+!`Dl}tGyD7phE?v;N%A?6ci4x14WWTY7u1KQQ<nc zFIkpY1UZ!}F)t6iMG0hqf;VJsHE7k<1#s$1&CAP#bYM&Kl2eOH5+TbpjKMdeAKnI$ z0=2}!XK{h-tAb3XWgQ0ZNGXQQWWSjPIz|iRHHD*lQlV%2<R(HEbiZx_Hy)n0t^fxW zc;yIWRHFoRKPWizz*l+YL(l3c23;-<*}Vtat_c~^QK-x>Edj3sLaeX??bifb>YG?n zk^z<kZ=3^N`V1cS0>?9GfnjkDm=8|Hpv~)`Td=`-Ug5@Cumf^I$J%B>M}vw}GoX_m zppA8z(0#3-=>o_>h|fAEfUO1J83hX1#1v@fJ1wy&Hx+V7*ozH|z}6+_=cQ#9<w9FG zsl|yP4Vfj7y<7@K`H7GNAHzI@!NCJM90R($B_$O!(+O!C1m}Z>i9lMDiZUVRFheg2 zgH~e-ueU)q<^-pL>+8qOE5RNE&mQiBT!#)ijsto>XijP_WV6?s=@VXeK@K8I%So*O zB}}k8T)~H9gM9$G)+HY@NB(pw_z=j)jr&24QOGHUT)PW80~fTL8f+(Ix-K2umR1PK z%!Q7xq!;BwmUN`%L58J^lR@*|pyZo-WFzF19q5Xr#oz&amjH0V2P(c{Cn={UK~F~q z_2{AVe4wqcu&%R@E7%3#1|_t=Rayd$dyqAipt%{4yECC<ObX|~C6fYpZ5br|LLeRd z=d&T(v&%E`LFcf8G%2{{SAep>v(9diC6FbSuqFLzpjBItiXa7aQ4BZ`9n(OgWT1>+ z2f3y?Bp<S!s5mt_KQ9Hk?4al{WZc^$H4)q=%goDz6xs@viACU|22>(!xUdJD=*lxw zN-{w9gD&{Z%u9vzTr#2ORD)VNkQDQJYR_xvotq^^iKWm3Xh6&B@>8HK?2Jt4`Pra; ze?DlREI7Oq%i+_?3U9kWmVys>f?VV7lv$FT54{O6I|Fn_GB{|84ugv>Xnz9i`3s;+ z3LxwBLW@g5hyH?dC}>6*+*}673fLp*iMgo-If;;V6QpwwSx|CeA9Q(dBJ7T0P#p_) z(T)pyE<if_pzDYdA!qI;CWG4)kDD4nv8|9&3cXP)0J_>UC9?oBE|FFW9ashJF9dhY zd>p~G<Hc6kv6`TmR)F3V4!X1*TwEk)fENiE8-W7~vO5ye&~-@#9bySS%-0t_U<lgl z4z@7AJn;zR=qu0xq~MOy;f0Vk253KfCiG6&^vpEq>Zhc9$a%eo=Y!{gi=fM-j0_Ac zLE(LP8+7`kG!Jyvdogr3LLTS_b8wzb%C7`1!h_D@CxceofQN)YJ5(=##~#%oE1yC7 z!JbJjDh2J!1qH4G_^^0z5Q5?wEM1H=8V$OX4boJ~0bSh-j_u-7(4;WPZ3?-G6<{|& zmeWBmKYKcR!Sg1_*<|IA-Bt?MA@_iRDi3f$oeH{XEg76PK!Kl`1UbDoC$kJ>Y))zs zWC|iTH7g&oMa4O>C_g7N4_u;x?t2A06f`DN1g-KxXBvV9OAFGA5}_MioKkag!1jS| z7fCDy5BY)pT2hn<nSm=wO$4`5L5GNeW!#HW!4o&d(4$)*$IpRQ%!AV}WRWkV_pcBH zIWr>-zO52eZzQHe_VN{%78QX8$zV<J!@F`IyWC0(lEEvRz+ssI>bgL@n4AMS9vc(_ z3U8+F1=A^zJ#Iz$x!}a1;0Z1^6oT>-A$2}@By1m~E0&y*2%RznZOsE+{{xO;@LdmJ zzg?IM-GL3B3j+HmB{dneQU@|S3eFMW38|#g%p6Fy47w&JAAH{8(<Vq%=ar>`4k-f% z8>k%y7A;OpE&?soff!U$ln>j%<^**pC}=?Ij=*sQ8doVP0#{xSc1#6(^l&>kZWB`= z1GS*78Ksc(?=QAp0AKj%oCxWL!CSRp-+^2JUi9{6I^_6%(Di2EB^Nh4pnH=&p-V5E zpgXQI56=e=YJrCC!42ZHM9`9SaG?Mihb{uO7Qx<A2!OOfGjkw~%~xC3yasy!e5@9< z%LKYr2zt&~6?AIMy)+SeZB}xA3D_>sE;+~$4#?I_(Bctr7a<WeFa+-ZgBBvBA>Se8 z3%aKm9Jt`A=aQ0Ca1wYk9dg81IBY#-ZYkt+kkTB;PM{aym9B{yi5XxYflgP+1YIxz znRx<roFH9QP(^qFyxPjq#}gC>hnJLqTg?gq;3F&*d?1TclS`quBxQnz&%g<(G%pp> z76A36(~A;wz&-#s$Z{c_F_3u*nUISDFE(EU-|v(Tz1GYRq$@8aAFReXA6$?sgcOxR zW=>P{pr@WeE@sVywkVP_pqmB@Am^<pfDZQnmrNHxqegqdeg)66CMIV<=MzgZpm*Ma zR_eiS5&|FS2H6@9y7~-!Xoms##8ic%(xfEF7>+{TVep!3M`v$v41n711qG>)6?d;T zK#q|G6+fxat#@UaN#MEA=W8Z{+5qnU;KW&+Sp^;51Z~U*?OFnrc5i1+0ek&T3#3-d z%q;*d`T>b$CPDH$XkQ!19H$_#If<b04M@UEEJ{y>tQt$q%Y)38<|LLwM@*hI^u62# zKEn)jaUHm_y9HjlRF(;@5<pkU=Rgju&IP4;=%tSezL|O8)TrQ{p98M-Za@~mI>VZA z3TBWK>_A(U!Q}?@07Xc53be5?Jp(dH58gsto}UltbZ6$~rlw><rx8IL!@<cXCov@- zT>2%I=Hx)iPzAqyXxqCq4|EJH*b>kfC}>L;SZxuw&kxdH0Kbt2ex+V<Mt%`&WEgaO z1bD6^Jr%lSCpR$<v>6IKN28Doz3<u?avn!`2BZN7N;Tj?FoieZUFr%RkijU0{50?| zpMsI80VpmqQ;SNWvn!xW(xJDAIzx`H2Dwh5GBFQQd!^);Ll(=O+j9=GM!YOP8B%qC zZhHVL&Ph##H2c8k8A3wEEipF}GV%u6=>y%dp9tRE25y<WSq^UVB!d<<fD(;D8SGLC zaP65`1f9c8Pt7aI0oAeKlvA9V3QB+=KPZ%f=0w2>8+_PIVi9E5#xuy&x>sTbWPz(& zem-OoPC!w9QV#U+G*BNmEfds!0NWj$iD&_US1*7qD9O)<F4^^lEFP$Y9u@!^6a}lu zFNd94{JI~!D*eqS$R20Vq%hdQpsrmSbcgusCUB23zbHKwKD-2)Yy&9-t@FCrb74D} zy%n-J7`%8C+#O3V1<i-$L+*bn0<F*i&A331+DS^y$$>OQ3lcN)(n=wX1<<;zykhVy zFF56;=cHyPL)zisp(<F7?wp?oIaV?SvP$sgM6l056S$DEbT`QHiqF<VcGQ-E2B|>> zz{A~;1^A%(LJ(iUzZ7gyPHK80WYs!o%LQZ?o&xB!;M`njqp+|vAH3E$u@pKc3F?d$ zmsCQggq*>b<AH8v0#8+fCZ{01@7&D13~+5*bQrqreHG+pHqcH|aN`^lcnaW?Q6Q(D z6{HqHx1?U!d=Y$`pF$~kw_6p&si1QQAQ?v?IT3pDD{P@sK4eP~s0uHKB<>Q>Vcy`f z!pAYx-6I4t)uI48Yb+JAiMS}g9BlkT@Xn4m3mU)<^2`P0TgdQ9CaB2>?OPY+7l04M zQpkZ`VO^YE3OUOFbYl#p-b*XZ1J6xEGF)m=DtIK$AKa9AxeOfMpw)S>GsqItQXzX( z6g)yeaq_wwa<N@XVi{O1xY_^@O*-bL7G*+KAc9uhfwOUOB4knM;f0W6iWAH7iy$*C z;5)I33-ZCo`h(L4Xj%b0AP1_aAWcHZac7y3{pFc?pk1TTp|{dv=uCEES!xxyj!Q}` z&Q2`>9k&H8BSA-sgYFRl=VtI6LP=&Zc-PPZ@Kt<ikc}!Oh{`)W5t{moGjkv{i9%^X z0XV$DJI|nti_$V-`}%LJ2UqXV{zqmB^h9dV+E#GTWF>+Y&x5L~Ly)Ek=o~!|HwV%^ z1zl+jJ+L!5KONGDOD!w~r#o<gR+<eNs}0V8HmOQ7Kqr)gy#zTsADZRzONyX_DFH?K zDd25Cd8t|8aDa@UKw35mpv8qvU>||<HFRtleA67L%mN)80gkmY*lqDe8I>iFd!chu ziy>PLEG@y2m6(~Ak_b`^nn;DTh#}|TflW^Y514}M*_Vq!subKZp_5OCS3*uuEXXfO zEXhxWG$#uZA-f+g?7y(#B6th}bbBFKqhBIq)rf+zF_`ZGYe9MzB^H8xm|u_yDz?EU zl|wHlPc6z#1gGf3dqDyI0=z#$AsDoW4a8rw2O5TuwiI~CTEPQ4Zjx94n$3Z%{75QI z&ITuLg<Q~Cs9?{5n>QtpMVz2zt)Q`HaB%`U8|z{_C?tzh3n2%(zi9#Q@C7Y8ht|32 zMTrF&naN<+Dr7*%Nuh05P&*Q`y*9ZhzZ`6)LOE!h4xF68Q@G$Tbpc-!|Ev)#?37qi z0-1_^+_>s-6L=n3AqBR^#LNI(JA)cEkTJOjJ0aSNQ(@W^63Y^y+a6Q$A-jt~w}xK? zcN-E@@{1rNehQEx5_HrsI2gdkSwK#5Q3%S1?4U@=EQ6Mg!LZ96g9}pObz*KQcrz?$ z4g+)o2dFslb@T(9R+gEclM1cUlTwR8=l6jkstnv?QSeIyA8lv^NqfcRsgS!A6so`n zZYX#_hS{7zoilJE$;dB)tW$J`Rj+U6EC3I^fTs9BGY6o>+K|yd(Ai$8;NBx>F&Jbu zK|nreM;ADafVyO$gD@dkHoYi68B!4_6qi636<nBfu^Z&p3y_rVl2`(1NrGmdOQ3T! z;8|vnq6d)Uc`j^%EUZy*EP^boDNY3~Q-T`pRFnvIkV1ZGQ8C!rpgsv`ARe^a?ZQrw zLCYZxSI~NN=n!>9YEg1#F=X|-xhXi8f<g*X>15`C)~JEf=K02R`@un;37XD<EI)X% zcPcpCToQA^b8`xLhar2)^HP(cSv0v6e8_EPGIVY<1A2^>f^&W@c*N<+UdVZFuP06b zr%P~W5i&58kyr%k8-txxl2Mde4lXxA3*SM00?oyO9Cm%?b;#LHpwbMSvoGui57R^1 z+{MZH1>k;-LV8Yq5oGnSZ)S1^=#Xl#>cryWQuun)i_Orjs7cUC`E<x`&|L5}kYJa9 zZf*s)Y+tOI4N8g%H^9dTD0oAzB*`o;$V`QlRVDeQ;C=(x*`NdgIx_^cYzGt(3U%Pn z1n*viR2!g_3=+%FD+ZsK0}c+*MMaQZ)g>8_;Z+5HH;}jA%$oq74KK}uUeNVy24pok zID8twbsJ>qIcS~+q~qemi%lR0KW+r?(NF-b3WDwofZSG5P?VnrS#Xh<15F&D3$Rn6 zcaADVWP*El&sT#?c{8ICWT=7*WF7-_IS+Jmid%jWxD<S{qxZ!!aH#=ZISNiIWtor@ zBNco=dv`!W`JjnBkXfL?7f{e#haBJPSOs0>UI4mt0Hi>{&;nd6DL5CULUu}c277?l z{wgGursjdu)7!agK+Y>F1s`>vlM3ycMkYcIj#Th)1W6}Bk4OSt6Aj9=;IIZA1`jzS zMIkq{0$N9c>SAzHOCdEc1JuF+Ippx33~=}K@G5YHtMGOjC+M`^;_}Q~P*MV?ljMiH zmxHT11=pNR$f$j0Zf<EFWJu@2Mo>E&<b4JBsu%Y}@M`bt-~+7{iouJo!R9*VRf5ke z2b&8%Q5BR<6pBITWkTm$ixN{Zlc8;!s`6Cut<Va-;FBdF>-!)b$l_GciJ8zET)`(Z z3DPr3FM{lfRd}!teD>Ij6%Am!l2Q{PyNVS2!S@lrX@gBUm*znR%s?xPL7@VQxAWjT z(iQwNAtQE()s^7pnL=VoKBUlstQ${+)Mbv4+eHp9frRMOC6J&5-?dQ!Z5O&_=0Qq? zBGAf-6mVtsVkS7wQVy@oI=ld!+7r{#KnnwtpexZp6JVgY%1kZF2hoW+iA5k+CW8;n zRfqw5FgO3`9!Tksl#>WO#=R&t8C-pUT5KSV3OPBDp{5Jan^Z4?=W!Im!$B!Yp$y_X z7uab)LHW?D;nRy!p=(k+Aarsj)X%TG!S~IB4*1G}_Lo3DD}~&U1a5VL4n=}&pieA; zT(1b)0s{6Y>^NCSsiBYt8OM6CvmG2D;5k0<oOV$vcnDCTBp-Z+fPVm3J|wXcwk6s( z*%{=&%pB<LrcR0AwYmz4Ii--z+o7QS_u!-k>Nq4r*ASL~4q}HKU0ar40vQ|11f3cK zc3o~NXuB~eErJ3&1H8%SapOMlJ>2ubDlY7}u=ipUsE7td!IRxxPnUo<!zpBBLQio4 z-E9WC948ZExPqT!up`JBkOBK5$S@7KoNEU~K~W-j?J%UB<_f-g^YAvv@LXC^VlH&| zH0YG0q)N!ROmYU~p1KUkbWUC>q-Xhb9r$!11>ZzyQRb1F11ZYWK#PIPAhq7>))tVh zrO^5sG+qc=!2!<8po$yhD}|E8k`l=9LrQ8+Dr8loLP{pMGE^u#yaXH<pnHm;orl2E zOz8QHNr|9w1#rFxW%b-7$Y6pyWc|KNQ7UBPGidn%$Qdu^&I3`07lB)&iRqBCD!nMN z40gHto8{n+G^8>B+Y4T53n}5jV?t%AMc`xzp5oYaVFOrEMrsml#xOk<Gz9>%M!^Lf zyb9{-;CX<O)Z`5Cy^%T4S*Q6I_JNx}pqZsi(9JF2P;o7T9#RXv!~vZ1LDL6dLqIiS zX)bty11LEv1f`aNgD^M)x(f;v4B&EVTf^HHh~tV9L9IhjngH(=D@_6~8&wD>0{8i# z{@8i}e1%Xlq^tT2d?Zd{F{J0NaJvzdJ|}{&2ujQVSLmM3-e8}n6lLZ?cU2}QLM~Bw z+yp))MZwGj>_p#O$jSHM4qg!`v4b_H6_sW}R!Ay%fUlrDyb-b-+a(pYupO-Z^#;hz z9%+e?1yqnB6>z91B<F*Nr4yk^(=8FQ@IV2y)fLjnN`q|lR&WIO6)rYk0PijZU&odQ z9+S%iZG;6Upt8i|<jg$inF%RHiRsYZ1bCS|w1QJ8NQE5z3m)==Bp=XJI&=%(1<-Wi zR!Hv(bj}1gLjCfgD{`(+yAIiIdK1z=OialyfNmO2Dh1EqDHJE>LAve*`JkItpgT&y z#uTJN&eKz<O3a1K4`t*-#zTrT5@E-{CMSZn)Fwi<ctfiWu<qhiXnhCT#RCq1&^!us z^8%=JxUd~8nggD@1}8Ph8hcQK2vTqRg16{2yqOExi<F#`UkX`MkO7%Pe7I{pI5~q( z@0{8Ko3M7xEy#o}R87hR*DdAHZfa&~IwYIAmKH%SFI0HC6g=|;+QJDoDk(7;JVy+v zH9)r{f)jfo=p;oj3$!p6QY9T;eq<wL%}z4(s2YDrm-$W8n%DCncb6rV!j5J+yain8 zS3#G|gH96$wKX9Nm$OP!z~_O0o!|mFdH}LWR3SOP7;?I2VsQrarjZL<K#dc~I+vrf z^B{+yzJknRgKm8&fQ*m%f^SiMxEs6*PazDtlSKiv!wNG0n0t63D7_zTfgEm<l$w*7 z3LaBc2!jr4ftoOogXBSz`r!OrkPjL#grr08VuV!4o-ELX>fpnKpv_=!aDk@~91PY~ zoS6eUy%8LOskupzr8aqxM&iTWv%x{*2)QLEJss*z@G^Q>E+~a<9?#7LSAL+L0A#w? z*aV#1lJlYKg20`RZIBZl6nruv%Tg2$Z_5MMZq6A+pzT44kZsAOxk)*Y`Ui9oRAw=x zbV#g%^uj>BSx7o?&WA2YPfsmQOo!B6p#3*Z;6n!#LLgZ<wFtEKq!Mh;g}oP>FKh#y z+yM5!uVWCXEeuZZsd=EqA)t^~aE2^BaSaXzbAuC8Ao(D-06dZnYY3(sUJGv8LpSFZ zWI`74yMRkwh2liW8PN*C`H&f?!%Lt$V?l?$LrZ)&(DCq@#mV6OpzvniQgBiO&4z-8 zMZnoD5q2M9Vo@IS<mKdyRM43TV8^B8K$^>-J8VG$ptJ!F`J|jg$f$Q-X$iOq_X4sy zJRLfI4GsXuymZjHabR|ODtMb4xCqS1&jpEt(^Ecl6a^egA&HsgiI5UCI3Kd=*CP>} zzaY0$LdI_j@{6JQB)_zz2;xBBR7hc!4VlnWNQRA}CxOoM1Nj?t70$(;i;Wli!ES&g zd`LP_C@uxx0t9v_XxJ_XGB*LbNgAR8e5vJL$i5U%Ck-+r;adtFGl!g=0-0C4KJ_|e zRXp^#2I#sS(B8u^&tPym0Zk4TfzSK{=Z(aiOz7mQV=<()2f9BDR24e=g92S4xD*@) z;DrpCkg;0O04cOVRDQGxl5~^vbMlixUR8kHah3_WJEc4ov;q;_QZNN?FI2Dt2X;nk zQ9dLMD>#Asdtj|8sh}DlH4nOJCch*TvKSrYkhGl43UKTfrzV0kBxrC6I^UiG8hZpO z%7^V$OD_e@DTCE}rRIT$>ofDxp-a&~cPExWhhe=zQxqVr3c-nG;1CJTOU{7|iF@Sd zffs3mobT!bxrHn*u?%!W5TyG7%FEFE>XY-K%d}IGZd?W}I!nxf<mi;lVsP0Fy7vL> zuEcc67|S!rH8qgaZgL>KK~SUpB6ydELUJO+`Jl^~AY1Cdi~7KI7RbG?HZOQHYYI5{ zUW3;uy_r4%>>p?7H46p#Igk!RV%}lMdU5a6JaGF)!4EQ#<_3x*kek4VO@iY7C1lZn za|Wcx5PWzoC=4DquL7x3D9(Y-G=tVTf>tGf6E*k*(8Ll*$hd(HmQKup%@ctJ;vkJ0 zkdq<z6N8QNh3)S2a|L@LF(*GS9i$qZ9a2Cuk<f?=$j{6x0gs%d=9Og@<)bV&J-oRB zx~)4U5qi!IXy<qVq~I(lEh;XB9<l=J!GP9gg2E4+5<$}_iI8c60?0HRBva=mLJkUe z11VczOC3R>bE5|o8Vc8^gTfh<pFp0<1vk^dMuK)tWJ4knbnbB}c)B1I-17mAS%L?1 zz`l1Zf|Mnhd7vgfSm?sM3wt4q9gv;qd5Mszu?tf#HeT2bU8t1|Iw=gg8wEW11MZ+^ zLhs|q$;`?IM+tZ)7h0j^fL2w3-0kS+4i0M22myGG03`UP1+qjxIX@4)+y>+`g|bx0 zGEvY<x76a)JkaVt$c-JK6}|<~tCo|CptlIRq(WwGiV}0dr#fBO3K@8V9OGYlcqKR^ zfF?1)!?(#rncy})DDV`LGIMgkMX~~T0cvVFSQK>M7`P$-aMw~uROaNDr$SceW+Z|O zWXL`RP>6vGbC5RBPCiI!nVDAtU19B&2%dI$(E#3`nOSleytG##I}tJfSOl6y$b=3_ zhNnUrbBRf*kh5e<K<CMWZBqb+BDfL+Wf}0|7KP%1e5l5ZQpigBWYG8&$Vs4`V33Xh zWO(Od&&3XK!cHtMPAr8ScCGMs##C^sDNjw!h8F#~nZ>#JV1=NjYzgGb+|rx^$Qc;H zC8eMZ+>l62O#~e{o(U~_OG`39hjW527kJhQo@fUhwE#{GiAA7QTB(o~ub}hCLHp#O z9qQ|Iu0uv!!CMhFf!*T_UPT2;2x*7+K$cK}=66$zA?K$wPXId*d>%p-q`U-W1yGI! zdp#pD2eLB9zW`D<<>$ecl9fUaiUiHFfEVx;LsniYoQG^9^8no%4C#R?fYvIPCV{&^ zkDDL|%z~O9-~|Zfi8<gR6?9Mu*o&aCVo=ov%B05ND_IZk0q2a=k`hQ%rWNH^K@W0D zgUv-9nGbFaDg^j~Jge|#W&=q7%SE8Hbg}Ki4(PpnuXb#B4azES8`pqjKv@8?87My= zasXTrXvQ3*H9Qy`H;JVspo^=a7luK%pFz({KMJ{zEe}*ZCPD8)KD1j89CEG|1(5Rt zlQWBwA)TgVkk3Gtm#0EzxWID^kR+K3I%Ey(^73-Xfzm0kW4m1|3ZUDtL3IYG8JY~4 ze@F$*(LuC>Mh3unEHgI~JUik6X&RP7j*`_;2YWUru^2K!@&d9)7&KmU0lbj@VmIX8 z^oyMr!NUp)>8W{%kWO0(=+J3MD;Ts)1yp=M=1LU&LH9X;qYN~T0-C1>`~3BqEpI?R z$w`H--OPjCn+d)|FBP&VxF{8R$&*6v;gyi?Ode=zCBGE1ITdtUS`KJQ0YrI7MrILs zy#Q$UGuRrJRLC7%;LUGaKr!aw2Tt;!Q3UAX6VQ!AkjA+}C?p+&4h958fr3W>IC_&a zQgcB!f<Q_T&^pgd=z!3(X^@k?KqoVRCQQIH?+Vu7mNsNT2)H8#Hq12`L_M7Zu2PH* zAXn;v4gmxSE4<kXc5q5&GWe7jcSkTcF#}Q`KkbH8(<P}{VCP@h2O8)A$CoSU8Ub)^ z3Cff?ARcUUe^Ms&P_`t{?kI3W;CU1DRFG*~UQYv`C#wM7FABD;IKKe0nH{=dBojQW zUYZ1H_kq?bg2!J&z(<n0<%4skLSk_S*h%1Z43K6EECZB5I<w`V(g^HUuhfz%$Qqz< z$TW5lDDuGCL3c<%=A1!o@G@{ZRmjZ*588o_l!Gjv0hPP3mM&=DNhYMsO@^FH1Y6Gz zy;U)(s1%YeiW74Z!TK-kyRZ>-c@DTdE6&dWovRH_n`t@upkq_O2bMhF4sJasmVj28 zfiB|(rPG@oHz8-J6r>h`XWBB;(x6l9#mS)Z8Wf2c8IaCOcxozSRxmZMBm=TrRUr?O z5EVeDsX$g-yqyV|Ld(sBOvXN4y7$R0@V&_j=OAanyl$ESE{9&W_kxnHu?0A!z>8BM zncFcZ7j_^x<lH@QXR8Q$hm^B3I30pE78HRGj04ZjfYx=S7K0NEs2vBo7qYYn+CWbS z9r6$9Cqni$fQD=!hi!vuU+`6dU^gTtf%ag4{9Kxs4{rK_W&=Qn)PM$5A=SGd<kC`b z_<|3l%}fNh&Or?$$WTD>;cZ}9a1pcdB4o`}KtALSK!t#ONOvTpv?x0jTme7t-}iLR z3a}Q?=`ipcdW!R)_Xa9B=0Zk@!OIpP6BbFJs|dl_7<35Xv@LIDLDmd<Lx+%z3=GUc zsUNi91Tt)!n^=?$ncoGS`wb~O6LWI%!F8=av`tkEUI>~Aoj6D>PKK-w0hKGo;HkCi z6R(4eRR~VZ1-FJ20#frJ6ZAQt?JJ-}rSM?g3Xqz^dy*hUt}i&*XI31BOkftI79EBx zLCwp9tR6_M05|j?4dn}aKqKiO0~B)eQz456A^Y8+d&l#jYZXCfVS#gh0Q8=^ocv12 zLMvY%u=bop=$ilHj7o5t0c9xAg|V<4<pU}Daud_@QcIxcYlHU{LPvLVQxidJ*}<7i zp|~_RHxWADnpjc-TGIlVf&z_%g2uSO+3dn}P?~<e6zqWF%o0fPo>7@nl%Jjo>73^# zLT*O{AKMALfbIz7F0uS1P}?4q0?QzUghFvX<UV<Y*Bc<S!a0d~kS+>nm^n2aJZ1{I zzZGmFXxlz04nS>rkSPjokW#KRucR~^Tv#QQ7D3k0DkMYp7bfN$*$D2B9^M67<POr6 znF8ro1%Uz-WE|+4I&cC_&d<%w&&z>?8))zbRMvo1WR-#o&di+5B(O_B%Wpwuy`2W$ zqIzt@!`+Z|0T<?6gsg6J%qxKu8Nr7kV=JJNz6i845bRLURyc68Nx>gnq37pSf(JE9 zQlaPM`X&}-f)}m5+SClr37|uc!1pA9BOAQhxFE3zc1lHBBJ@N;uTsdUvO;=MDda8# z(6&YBk^`4~=!s>yiIDpyo=pK?*!OVPLU1E1r3k#fE(bQe<pSQA1$J;rX-Q%hxR8Y% zQv+FAR+I{9!-IyS!9}!lei3MM47kV%E=eteu9GXv%ma6{42(eGmU*NdthhK6e&@7; zcPe;@@M&{D*g|*ER1i3@^Ae%M$;BD@$=Q(oWvMx3;A#f6^&1?HZ@M7|5P@!w0c~Xk z*^-|D8QApAgsj&FEd~eO{sK0?I5RyLvV@~NH4(h86Qo7KAKbTjuw(0ko#4ZwJ;BrW z3J=zSyC#V#(2+2|)DqB;2PknQ=0R6E7lGPsd62QpOz80j(3#rQoE%6G2|Vx#VS@Us z(8g{_eg*UvchF>BCb$EpkPEuc6|#*d5wx2b>^x%=P!2RO16i!#R0L_sy;(5z^>XmA z0%*@6NL^AsWQM0WBOlWEhmGukqXl%4AZ*}$-^Hd2yFg|>gWNg^?f@o3W>7&MD#`{O zSp(LVcX$`<R@juH)N-&`L1|T04kX8drl+ABy%gNQGj*ULYH;f#8{834@Pv$0F53Wg zJtU)nmL%uq=Ye|y3J=yn?hQ;X0w>7SLhv%T$4%hoKIkl<Du~lkKr^nOv(>=mG^lf# z3r<iuso+IW;5<^0UjUwF$%jmemqMpW%Tm)J1Bn;=VY>wnZ_Wkphkpt=+oQOoC=+}c z+tbD1a-l2{auo_Fm|CZTQ%^2vdp9U`X69rTKsM8)=0RtGp@&C;j){Y`Wzs<dU|?;* zpcQ#w7N`XW2^GgQ@Il_5{(fKyC(t<wpg2@8wg6j@nv)8y2ugEG!7TtpXZ6BXumEW1 zD`;0Me9+`#)5YeCkQtr;&|*=@e0E|HWYfPfxaw3W&(DTT{DX@U$hJ{%y!iQpmw+lb z`+(h(a(K^C@P$<u+aSl^CBm-k@yUnW1OUGN89Z133Lrno?X2KQOK_C{Iv54yk&M(t z$X(%yWzZ4*B+w2a*g3(V1AoDDY8NM7fGpet-IxRN6J+WWJb4E?&<qqdM>c}vT_Gbi z88VhqT$)(|N~mBbr)4HV3%uZxBJfCg1tfKOltNNTZhl@#24q6Mv;e9!JwGQ6oTPIS zK}TAFT&&;@TUZtZt=$}<Z3j2#DpK&(8<6!m;5~96x4m8n*&vacSeywR4e6Z%Ib5<l zHK{nW1hUeuARjU*pPZizDM1w;tOGAAR0vCjtg{1kpdl@p%)FAKd~i~PoMZxN=_okn z<w067uO}~gGYvA~<C+MnS|E*<;KWSG5_|<G=m8N$`H9f_F*FDgy;-R#5WkfcK~5t} z%z})t6{qGxYVxAQg3J`?!iN&j1`Oyys?PZ!S3yeHB<OaVqSQ1{XC^Zr(ys)UI+>uU zZBWR9?(~E$@Od)>x|b+17c`^@89GTz1z*n#s_sCGi!ST~EgA!R`@*IRJ3!ZIfQ(Ui zy}al3<R##k4hD?_f>nUdJcB2IveYU_AS+x4-vN-EQJS0$J?}fQDl;E?5@0xJ#b#nI zIMpd6LWf^LCklb`0qDw3u*oHvxv8LYf*_oX{36f>SWrYi+zmdaLct&0J$krnA!M0- zCTR5q<n$ttPZVHFEWp-)W}CnTRWj(bEl6DkyCU%LsuD=&%L8=45;y^720%JN3ZUjt z3G_^SXXqWOjyd42!;?MWLo-TCs=zJ;-H8F}9Dwb91MV`u+5{Q7NlFEe--3LnPzmX{ zDY)dP7DJY)r>BB$S_exeL60d-%TENiN)$5klfbTaD#`>k;lO4?S3W{7?@P=BZLlmV zPJ~u`uUo+PEP+m#h30n1F$A!g#1hbnU7+&9*bwZ~l*~$SL;6kE67WJfg`!mO#<nWx z>O5#|2&ppi3qV~U$RgC1C9sL!a?lbrNV$-5cnM^QZE0RH^jc@ovMx|R3Ov&Ia`g;w z(V3YCN}`}$VUW^5!MzAFvX=^8N(T<#%p!0db^~(6Qb`e{*$i@efHNpPg3fD(wz)H* zJ2yc`x8#BYsSMPN1C1wu!?gf<Yg0*P33OMPf*Z7mIJ_B>)l+j)Aj55WmEbN(5o9CI z#r_MMz^yOPxs;%37wAZDUVd&8^xizs4%TFlgA_ok6rs~ksh}~|WN240FEcr#1X`L_ zB!liGgqq?EI(`c5Sp_F>y<3_EZd5&63!V{HD9DFQJ_QuPj@tz_#J~eDu0Eatkja6J z{NjR4&_P5XuNGxOYuhZ)O$=aHWq=OzfUFAuA7N1n38A7?(Efm8NPdMb$xqEofm{Oz z8CS@GbP&^uGE*Suxxw~Sfs!*g^%Ryu9hL&B{~_IyVo=eZ2^sN7&W5zK-pt(soq)+M z$%mXTln!n%Kn@{X4DQ+~q$F0Af|GkuYH}v*c+RBKswz;fPlirYCFWIvN(PYE^7BBK zm_b@Wpi#jbXn2E0D^kIOTMBQw7l7L&;CnJ4$83Tf?o*l#X~%+A27prxXb&cMi8#oz zqAEx`&MOhN5D_%j4>{`^)VqgH(PmVF4od(zMIkv6v;`f^EKbcyg49<@snFh~!V$<o zvU7e;DfG}~@U~aTVl>b?c<5yqsbz^dpi2<Jj?7HShn%BTlv;pv$biC|wjOX^z1eXC zvcoGQH8}%v$ZkP?DrEIwaVhv}QgF5`$Vr6NN2!o$lVH#><(be+W|I;@m-S{sS42QA zX@#CKad;bK%oV(;3lb#7nH7-kGiZq<_)>9*TeG178j=rLC8prw1xk>h_50vZ0qyTf zg_P6<pnDh~6JKDd3tKKWLxxQiEDQ`l;hzjSNIDZV0R%Ed;q@BGFb`-xAEIYB=mH6l z+NTr1w;3yVra&f_-YnekYDWjSOwNIx-3E?e@L}$-U8M>^sl|}#EpYn*dPZ(a6?9Q1 z=qB%?67b$XkoBoWC6EOxx%ruS;QB<t*E0lM6Q))qL%Y%?&_l6GDj|#EAg3`xh949P zG7^g*<8Po{te`Wrpb4}f1H20*zoZhfR;WBRvlx;x(^DZeBWQ6nWON6#Djbqu^NzHF z3PM{YPyi?dLx$+nGLyhgO3s09T75os8%W^kvZiPA=72*Dbf^XN%1ZF$4!E=_f?W5R zmkH_1Cl=*G?#28tAAAi8Xy6307y9Y0WuVYd@K4TwWK&SN204WC@Sdtv@Nol)d7!;= zkWEdwso+aTUiLtizC>guLJRqd%wp)8it_xT67c0~;LAe6+wBzcz_A8)Z$>I;+celx zC+HCbpmj6gyq#GFITr~sn*j2tLPlm0^q|S~qD0Ux4QL4lK8+PJ3<w&nf$rta%qz)+ zRI^#oMf0FC06hE$-3O)M37zvw&Vr0xfaZ81Z3XZmWw677pxdw0i}K4Mg*^1MS!mlW z19aqXF{JNVTvAk;oDD9Kpu<3*hBn9;Jv}|}jR_?gkh_i)KsSPbJyo2Sng}^;2y_v3 zCbWzLT~2-he2B?2@PyX&iPs^acVRhb<qcRTXe|b$`3kDNU|SRva`Pc4J%UEtO7kFX zUeHi0q>j%>%u4~y)Isa%lGLIy(Bv6pGA|Q!LLMm1rRPIDlw4X=1f9x(_9|fINOFE& zS}CZ82Ne%<_q^_!0!p#Z+QAvKxFoX#v=I#?cX(|X^w8as(!4y#Rb`na&?8IIp?6(n z=0ZxJ<f=qS{>weQ670w1#1d%22+qufI8wpK)6o~?$lOfuFr>l-$nhtsl~BWrp=LM- zgo1)z!6hHE#U&4Pi7428nR%e`H^}yTg`!NznZ5z3iOJv$qu>mwra-r+<R(ILJ7~T! zH4oZBD9DE#tDcdV136(IG>i%D`GfWoq=46vDmX#5;((lbcoifi=0Hz~NY2lP9GwC= zWCL`H2q>(|^NVu8iC-Z-6`XApN-A@*A!U;f=%@*BTLpFq1hnjN1w|l8w?cA8B4lhT z9DLXYNDOqJC?wyffKDI)=WFnQHDr1cbfOO^-rOMRKOKH>5op3WwFpw4gNE30azLlB zLHZM*<%gNjvvblweNBi%9yd;Y+z1(x&H&G4W<qAh(~1s*M>dnQiw{E%fdi#MNPHJp z=0bY;pv(o1aM0=|a9b&<6g=gu;FAiy0Smm}J{P>SRRMfNb8#kgu<By-g-sw|yzK{< zDtVx3YH-b{kbHO{<Q7rTJ$ax*y+L6DI<FVp$O4UIgU6*VY`xeBS$N<JU7denFX%qD z3;VzZCV^&=!B_h{ZU(P2b_{ZX=AYsc(6xJ@mMB<dW*%sl2iTI=tvkTAcxl!V@EDiE zk%^Gm*aGk<FgPaCGQqn^K`F!!awdpEB=o460_X)5Mfs2#33SCc$Xw8ta!64J-k}R& zCKePOUIA`s=4XS4h!n!08%&OD%sa9Xyxtl#3JXsBpu>97^HNiwJ}5~AO&)+o06@ko zBqk?<s~I<N3l!|BqSWH#QposFCiJFx=nT4JUJ9fQSx}S+y?aq14RmWVI4X<t5+Ntm zy=?-;&U46Cnc{MAdM-)@-L?fbAADUd#3P`x4boId&4V7MRREgH2b-6YS_V1DK*22) z(#g*NHEqCVfalr3gXyUmAj{r>C-lHcaveC+Ko*RF=CDBO)AGR=Jb{Xb3p+0C2dgLs zb$XGGn$9bOY`;}Vf{b}9lxO6FhmPOOYXO;|0P1Q%lD2|RBDA0lt}KEcXj+_F3?B78 zxBeXDL{soN5@nFd2Ix7G7xrD)0@?@wN&pJ4r-38DBe4jw?!YkxQ~*KNeJEUqlyNSp zke!)nkTHbh%#uvl%syzbFnBkz0pwJLr2I@s(FMBN6?BIhC|I5@1X<+>UAUN&2wG?W zwzViV4bq1QNK6JTZUTjjqoX6_P$S3E;*z4ooJ`0eW$B>R4$x&IVW9K*K}i|3`~<Yp z55!g|&PdHEflT9sfLB5$mKH!(w?W&#(E2yA0D2G)sG0%YRtJuU3wti?y|52-We3O+ znd$l9g#EY?GQ61&y~U>pG|d3=(hKnB^TcAPZ=EwTb5e?+qvN2XPr=@MJ$cS+u+u<U zITLz5T51+}HvlL^6d<eP{lM$hQ;Wf;hg{eSDg;1oP$+;7BWHuQ{Xy=*0Tqg%Gq)kl zg|yW2RLK3lphG>thv{ZQ^N60Fo*p>gffm%{r9=1Sq@_YDde9bCNOLMRHxryCL8~6h zGg5Ovd#J#UugcGbOphd`LN7eY$cG-R>sSft9(g1dflllLg-0r6xgzKWs`HQ|W0Omv zcN966LS~Mt^79~rQHGY5kga6ppoSPYQ70Fb<|Tu((6gmrfeWD9d^bUw*x){TCiDye z@al^EJje`Za7k(b?9e;#xfwZ-IuNuN5H?E<x&;t&!exFg<ibSgN%5e<2W$aIHTZH& zaDai2p4$Pv2sI_MIKL<bQfnm^XF~?)!1X1hQC0xzR2D-|G0Dp>g7osCs~ep&%QC_1 z@I65*;lK&O8FE@7m<_&15jva#brPgFatB?@0U7j5u7q89d}9mPt)Lm>{GvqYJ{(Ym z4juXdZ3hBRFDrmXw4j4nOTi<h6{XPKLj{R>sgPkN1xr(~XF+u${OVA!&-Yz`EJ*?% zMhdR46tYvHXN4yvrsPzDC!3K^_yK2>%qmFO_~nBx*aSN@GY>i{0p=y<6_<lg#Rez* zx8Nh0OCg6ZzisUSJ0>r`9DG<ZSOs)oJ1HMF*8*D70=YHR1A5L*Vj1)rkHjp<yz%Sh zv){~vj8vs%ra{l#cgxI!dcPR7a1_$e3rPfTQB+8VcB^2^N5B!2m{$opz!T(*{1nKl z%r{e^-E>gH6|(dNbmI(YkMD(@;Or8WpAQ+1E(Tu~4i1#k97sdCI3KiF403iGXw4LK zkUAqDayqd>acUOi;AHsfKj`s@9j|-Ar%>i(LI%cz^K(;^@}WncCV{RD0|y*<g%T{i zgH9ra_CiZQ+c!#}%g{hmj)|FhuzUpCBL%tw739m8&5%|;=!974iN7xS;A-t{H@GB9 z&V(+70$p$dUVWiZ3~eEtZ#)M+c&QY6;L;n&0U@A%JUBUmF74}uoTZQfyY|B?A2I_A zn(F{34sebFl}RAiJnfndPGgW&x|s#wg_EE%W*KAwNbcdykm;(VQutc-@*>a;x8T+n zsAU9M1>#l;J4g<^ln`8-`=pkZfScP%nUIOOq*U;_6OcF4@}c)PzL^afSOKm6gKRQU zC`$w%rIrMl)+~ZfT!HSbE6#+s!!B&Qu;apZkRQr3z%`J<tBqU0)`C{DK<4g11K$_+ zUhDxUn$&_!a3Cq9rxrsBNd-U1!AuHHt{^8}Y=$PU;LLRJ{7Y&Ibh}q_P9kJo2xwmo z_)bA^NJ0j{U}?cUF(<JCymA9{ur#E>tl(6dk^&w#O+LI5WQRg7WRbT*aZY{#WVGXT z_mVerA)8!^lQRx)16!?70NMPM4!I>WF&9!SDr6kq2DTd97y=#Q3{I1vWfGuCG>|_N zQ!=5$7!THM1&2o(Xh$f>@}$&MaJ8q9Qj`f9yvQtuF4ri^FMtFYXh&3W1~k*B7MGMl z!YnB<F9lLymSljo;)BBdY3mx0sW-cBYy@*BK+b#z?eGLO{6KP``81H6f)ixC0X$_> z3h8)))^uIi2QCDhGr-3nf_v4VoyDM97dkL}cnLV6fvQ+NkV#K=>;_TKXM%Sdf#$3s zRoE`j$rxbof<|*8PQBO;nq>l;3ffcyy>tW=NT68>$i7}^YXLlj3_24Ix`?8n2vqy0 zK(52d&jUFKHX{nQ!~--X2Qo<^GY>M;T9N@NltF_9&}8FS1{ph5C;^?L16CajyWhso z4IGb<QH~PGh6sgX(C(-z@Zb?>3k<kIIp1;)Qs|`?Ks&=;;I$nJ`8kkrLfG{N;E)9G zz(|9XyUs<BjzUNg^xWa#e8{TH{PNUP$g1t4e9-Mo&|chy?H3@YFC^wcPK8&9ECug| zemMiYDKI4yydFdWbkGds)C6$D0lZpLp%}7Ys5BdV<pOBc6X>u7aOwmdjR{&<01klU zoKi@#Pc16Shg?Jt+57~GRfPa>Hy$*b0$pyFlbD;70uI>3<V?{03SdKAV5et*4(CpS zuF5F^-M*Pt3hu-y_<;>l@JK9A1dq;v91W=-zyss3H6MYn#e;>VkPLgV8FX6;IEumN zDuP_~bQ)w@5_Fb+NhY|cHib06^Gk}r-UZE~7r+jo0Uc4F4^FfShL#ov;N%Hjs{xLc zlvL;ex22HAIH=k#fz(l;bC<v!;{2pc$moMYBxJr_!7-%_+;9f%V$B2{695TA(DH?T z$jo~{PGT}dFc>`F3o64yASbqfPIbJn`vRn1D9?a(c_1hKE4V-|a{}EL1MT2|ZfJ%~ zzk|*d1n>VZfL#2hkd_a=ShutiGJ~X0oR<hrA(=@K4aNCMu<_Rd@ZL+%;20<j6@nm* z#pKjX(9jep7D0!1KwJ#2P#~M%9KpxoW)_z~J)R5c8YDt?-6#~K=0UG7PA;khb<9C# zdpf&<s8<^%fIR(jJ~;M5Qj4J{)|F(W<`=;R-4a2k@j>p*$V)9R247?g&N#{W`PrG! zjVq8#k8do$*#bTNJ~uH7tjHa--Wn20;02(N=|7Lu#4^ZCaB2?h=%P&6s+}XNLFJ%A zVm2gzGV)=wBF@kQ<jPaiA*&R$w6wr3cPmOv2NwaLBYk&(eD+|+PLTDGz9OUvnwMIf zUjlC7muJ8Z83Q#sGLxZq%ax@Tr6fWYqQS}-$a=Ma4DiAWP*4T>fJ|5L1)n&skdj)K z4{3uYmqPdaB<JK8Luc6(4nrCQ#i<qG#YT@CXM<hq0-81g8Izw4SwEW&DRdn3AoDJn zC7^jc@G^|lVsK`;uocwty8zy$tl$D^oG2I=fG?%5O3j4yB1`g1iy&88f%8vpYEA}Z zNc+JK$X*@LFa;<Tfd(TWtHa9^p+{i&X68YfO`b)NW!aF{Bgl~oVUQy#i!&ipzQNGO zA}DwjUTxp;dj1;7?UIS*kP|!=-b|ebwkEkW3A`u~T)>ur=F36CnV>^FK?bKl&qz-M zRh0SABkDklyFscH3KEMTX%2k$9%vgiDEME1+j|dp&xC}!V`&Mb9pjV_-u(A`CCFeC z0|T(*KwA=1p;w|7mnM}!w{k&`&4jd)K_}GZf_jjU$p+U<(D9_;@JmSq?R5Z|=O5$( zu6RJzTV64A>%42Qryn?(Izv~!6(xd>>IJ*KBp-64iURoNZ^%6o4|mT88=Ib!SegXM z!{9S(!42^cPd{*31;1AhvX3(*wFtcHtqdHD3Xr=5p-pdv6zCvJh@+1u*ksW8r}>cV z1saBicIT5plW)-OXbxzp3UuH&uQV?ioEa3(?KuZoTAm3#C^Rz(TGctFLQbp!8xM-= z1?^z}U2KM&Nu`jH53X+&(x8huLAQF8WEO)v$}hUW!IPX>2JXLu))b@`K_-*IxgasK zr~tB_qZrbpEGmVRXOJl*P$>wRT7?cvgD3129;}-Rt{_3a21NnbJ?_wT0Hvvrlj#&d zw^xB}cg}>=x<#2Ku;Z)j?CikygL<lvR1}g5o!SAdEY8i(1G^V;%rfXm#}aTuN1+(B z01})IU~8BlgB->AdC<L|ZkajY@odoa4%l6Y!?Z!y7^XnR1hP`W2hoDu0KTsQa#=`8 zCO856dV+08&d*CJ1>G$H4*54zJ6^YfFO@NXoK^)oOA0dR9G;O1S|R`rlHB~v;u7ew zI10tEDZ6aw*!sm@=%L?9sd<@@$?()1&}Ev5C6HEZVo3(*FbaqxeL=@~LK_Kbso=o} zaQOfln*w)Fp6r?p4&c`tAb0i_q!vLgT@HcWS(%cW1X*1VUQ-X*z*wAmcq2HWLyjZQ z%!k~;20E-5T+>f^wE=wf4`|ClayDcLqbxtCG_NETnw-m#E{F03odE@DyEr<5!ZWkD zI3KcpLQx$Y0dA!^;3QU=3MthTz<W@^QeOTZko;Sg4=D)>K<99QF3*Kno0tOKaR`nA zr_`bx$h|xTpleaVUU!1tRtwtC0$H*La)UxjQ9ks9*Ne>;HbU%5g)VGQPAq^dtOt#U zL2CO{aJVXz=R+pl6kctGT%7>kf0<bY$@w1OF?raX(P@c!C5gr0oCiAV6CC+@`Ng0! zt{{zg&;={0kX8Bx8TloUrWRys!7niv9DhZr;Oh$=oxr-mn^&Qm0~LZZpuLTxOwbfL zs01v4bZ#Cu&VAejnRiY}g^abPmFA>n=71yN`GhubSfzk29)T?62dx1DCuq>N=<<wA z=$6)$RM4fVV4G7iLCa*IgMvw=d5{V>Diyp46=GZ_=-NbZ(1Ol@1g8^)6v#*)Xtg;g zE*|dM56Q{}snA(9a5EdSP9QHo1v;u&0vcY21W|A~Xf6(Hsw3#OcW^xU7iEImY6>3E zLNc|uBoShvu^FUQTAT@58wAz|I$9hu;FEh8vSTs{<mzPTkXb+xXunS}BynYD=0IBL z;Nt$_Zb)+pJc0mjEWTMX5#*2J{4|I^!ZK6K!5Jkf6MQ%T^ekIYUm8>mnwWrt2DGrc zC=omu0h-}00?ku_rhh<2DFi1%X5o^HKvzY8geqa@GCPBI!{k8{L_h{)LRq08zZ7!L ze<t+K@1)dB@b+@h!3vP^RL~-<)Ivx%!8froA2Q|(nqn;lwH85Pcz6Z$Y>qecroBNN zivg-U=7Ud5R&Xmy1TV8y@b>^YO5t_mTrlmI2-zkSoC-1voN7R0zTjyqP#SzYsROL; zQNto|@Pkgi1lOaW*^VMeS45#au?V^<%Do7dm^|}RK%2Kgu2U#Zh8%^Sp9C3oa4O1& zt~N?8g&bz6@OlS0VS-wQiJ5ue)KZj~n^=;W3=U{;oF#)teITt`h1|@%Qpn;E@Ju@B zd}*))(?P9NNKZPm7~F`4o$?tB-C~xXR0^5MNGyQNYZhk|WkRmsN=Yq)E}n#+QJ0&V zS^}vN3qW(SX{F$z4ZdNnJQXrpsc;>9Ojin|!~?C(z1RazN}y#Bpyis7VGISoOz=8| ztW3z@NpfNtID}G@Gr%X4XXaOc8&RN@vd}d%pa}@@2*eI>M3m%%gI@tOQ4Sf)1l_uL z0X!j*mRSO+NCFbUdy+vKK=-<VgBCp6m6#6E4L-CLTz+IGLIylQ3!?MV!2zFHTmo9~ z2GXsN4(X967A0pu;;tk$4|1Z)k&U@WHbQQ*%r8oU+>`WV$1ZRd0WGY&2+mu{uuC(q z&$$lSBkv2k5(LyI07q9+5p<7GemQi%NODmkcpenA+jA*om2g23s4&gVg;bfKUD%+u z5GZ**?Oz2lCKGhh2&BmHFNJiY15zQovomu+7c)aff<3_}`-5Fr4BE#GUO)J3X4BJ# znc!G(N`)*CQOGMTDux79Flc-Q+>;K5tR*YW15ea|>jBV&8Q8S+)VxgS(hSGMB4~3E zocq8>-zh*YoCck^)daaYqa-me8xmEC;1dZUdxAm53FzJ$XzTf6!-cIEAs0`9#{MDe zycBX$OTdfNp0+LpCos@d2k5Fu$btlrb0MQvPM}#@aF}G4Ku+0wwHrKatY8A(pP>+* z2?{!e%)DgiVH@eG+2F*NnhQEM1JbjDorMd!3mY6pDfz{aV#y6Op_Kx*;9~d1CQz1x zb(k*fz1R;<J^4l8lD*~iLhz|hhc`n8j6wIzL2Kaj{1iyd|7zm~$kpuN04>f>&P;_g zwn8C`PC=G~mTEve2Wq=O7wHw}=7W}Qfwe*U3LvW!lOP#2H5YP3;tTMp^(N+^M3V*` z^)fOrFawu(pu#V|v>3YgyP&8l6}%7k8Tin)WM~s14|>^RE~sJyX@lfD&@B`ow<&l) zFJAyPUcnKQl$w_cIY%7qHqcZIWEe@o3A9TOtSKoKau;+sbjCdwGAi_RGWc+Qg-~a3 zgrp?qCZ<DorG#dKb{aq;r#urnG7CDd5xPSKd=xzFe8{3i@S0vw@o}-?!ak7ab09lB z6;e`@A@K-3fd%ZGwESX7SqEw<flkW<i#q1Qf*N#}24n|BMm}WnFf%VZ2hv(f%P%S^ z1>L&?vPIzyc%=2s9Pq(xFD9%32SG++Qf3Lbh*3xa)m@O~B^jBJ6O+p_i$L84$SU3Z zoJ4S?tq>FdicW=)MDSAKocwZdVFtU60~8MmupP|co$UEJ;NyaCc7vRe3|+V325X=s zCl;4L_p+20gHNFW`!FT57_v6WD=|4AGQXLg2tBvHv;cG(2H5?ezDP1S=pQ$4e%uUk zNk(P?Xv`2~oq{v?hE>p^1E5`CAfv&zlY`_!{aiq8h%|65{B#{;q(2}Nx)C4TWd*5M za4OA#EW`v~I$BVaSqxe2P*9qeS)2jtpMi31VlpVrgB_3tT`~c7A$WrXWB?~QBfkhT ztWpfQksOk|pSEs$x_%irS%u_-?sb6_jmi12%WjX%2d`&HEv`zgf~1gwqWrx4Qb->+ z7_^)Y+;~#(h1_VBUX+?x0?kn_iFx1+FPX{tkn^_F6N{1((;>!yc8%vicMu0BLJpR9 zFNF;6f=WKn>K$-gzuo}3F3`8M7*bn4nz<U}Y0#RYd`S8PU1|Wj$_gx;T3VD3DNOT= zKr6i<i!DK`2r{7;?1EZ|ph$SI1AK_Sf@5xC6|6^JPzp|liRq9P1qxXZpM#WV7DLvl zf!2B#B|^@i1nC7uRAzC03b;-Gx~BnrvM;FYDJm#R1<go8S^=QbJRvI&o`I)-k`p0w zfvIKrIc3oHfH!1t^J3e@Zg8A{)~c647Bpv;Kn~bY0L_X(4x&s>%}GsytY!s;R2A%? zWzbRZ&}j&TeDIt*=$I?$Ne2q5Aiq4=(E;vZgEoB^L6-VJaw2G90d#iPI}<b=0!~Ot ziFt{T%ZM)aK+jA{$xH;V!3C$fJkVmw)FN<)qqGQC-UL8g{H$Z*^I0w6ya}46Ny{&S z<Qj#n(!6xA_Vm(3&|O84gaNv<AP2gj6tu|)oWm4Au?h|n(B&J@`R-t7uNi#tM1DEg zcF?jh=(ISfWCn!`=td53$|%lAO$Dz)D@rW}ZA}45mghl+h7NB|0vFSuYO*M&61sXi z2eKnG3o?s!zTtciDAzup3yN~kK{b#G;wtFcwz9<JQs^9(2c)P~C@%svI>84Hyn$Sr z2O3$)E6Im!nz*nBdKYGLetr>T^s4~08woNDUtF1+3$iZ+Qlx^;b~*|=?F}3bp!4H0 zpna;G{Jd01ehvno;sT1{oK$eYfp+(Scd{zH+PDK83htn3L~yM7=7YAog8ZUTba*9X zwObgpBl&a!q^S`ETGa(E0u)M8p`+UVe&BO!6^cO@C_n-mbPp`JDXfro7<>+Y2zW+7 zAu%~49~`b3nduqeTZF((1ch+O)PaI?Vi9=tgF;dcbYh_>H9fHia)j(5aQ3{g<HByx z`W>+2i$HY_*u{~FdEmu(q0Zi*Fj}w!oWQ_y2%v>&VAa8(qn<&rtWXA7?tcq>nY=<0 z^vEiO%#=*XL4wfjMWEDw5qxH8W(v3*P$<p@FO35=nlj5EEzXR}0?=vG;G*Yo<MPLi zGaomC@A3eb(cs8=GqvS)cL!uhHZub{DqT>N3YyplxgH!`U?+mk(t|YqQ=n%Mq(F|B zQSi<OFBI`{jRg5XPft$~tf4qFH3L$l2ZJt{0gIKS=0WC?6Z0ThP9Y^TJrmN4^-WBK zbP>TR8#Ja4(vlC_J_t@1rD<u9flko!hSVa^4oh%^fu?No^YT)YA;y5#`Gee%p9?*~ z1hg<JGZ}OV6WGU~ErGC`q01BVz?H9_o;^67flj-FF6u)*fB>uyJj(&S6X#;*g?-@i z0JJ<IJp<a&swyo8?IQsX#pgphN=2!VTc*G(=fFC^7nS5g)+K<JfrHwg3ZQevQgT6Y z1#a3aWR&JYHzQrxdtt{#@Dik|)I7+lxXip_XgLkKg$7b-BqbK7!f&3)O)N>yfL{6b zx_im14Ui+43rh1!z*|Y*ECj`@LQ!f8q>6?PUcuH<q~#Z-g4!FPKvZzb2QOJy0G-lS zl$rwW)TZPomx3yE@KOe_`#}c{CqpU_uqXYHN?C>EqEyJR`-64h-C$|Zeg=5|6L{lw zs4qD5lk*EQp{+siEw?Gqv5~S=(E3Wq5>5rjoLq2y0NQyE9xLp;uodj8g5t{L4A}4o zDCH>R<rf!2rX&jzD?tthR~(t($^eqNb#?8)?ggFnmYD`kFYqBmu$uhhV(`dqei3N= z5v&?I-M0gjn_o16gUPiRyb-G$()M$529;|Hp5R+w!a*~@-~cbnhn@+ZS^_%j7No}2 z54^J$d^9R}ySqY8eiGQk{L)O2`N@z17BpA`7Jjn;vZXUQ1KI>TysJ1f88S4Vou3Cu z4KAS5Wip}pp&%2|;sp(JgO{LP*m_|nsAUbgyItYXVsPMR78jR7!yCK~XwL=6A^inK zpj)vat0_Upx`SFfVBff;LJo&hc-%M{Y(g3+-$KSGlQN6Jt32n;cn$Kzb?_!#g*S6& zfEAXMgSN<nOF`$1#M}bV(lt<oy_`Gm=??H{0jR4Cw#3N50DSmg0eEal0kk9=Y(z?C zS{ih9yEEu;UvQED34$^@sP6|>m7WNi=>vyb3giIM!+RhNJ%!h6AmdA*(Rr{-ic6Dn zK_i&p8nCJyr0HhIjpZO(A+ZSDI#hVm0@;WTxr6~cu5e)=s3Zod%7iT}OiV3?OtGa_ zWMn3R*VBOgQgnDFWXb|GxdCd9<|RWG{z7I(K_LL%v9J@IrHVkeaUw2ae6|U4>rF6p zGufM_HE(8t=dUav7i@q|PlBFr3i4AiXciuNzNxDZxByE5os$eXiUD-PEI4&5xIzv# zElJD-?_$a<E(V>!4t8$|tWyO!p$OWK%TG(oOiqQ2Q-ZFz$u9z}2L@>X&n|$&y#&<j zhM50)c_+wY3R(HtkYQWUA?o1v59qW`aE4UK1<x3OmH8$X6+@Og6=y>3q07#MUK3uF znwSI1#Nft)f^$Y{8rWBbrKvfE&=n7$vuPole^S%H!&0t6;1etqvY>r((5n0VJaATh zu^Xg4vkF{@fwOH9baM}AaSm8OAsjO3nVORd9u6ohJ-h-G)1bSaKps}eDoqEkoKSc> zb<XQeko{DFpc^SOp+%f~PJR+}x!#+pdtYs60okb#3@Ir=`TtoTcv-)Ke?}&xKLcL; z25G&6F4!q9PKD&C^uv3=^@_sVxgaw@`S)V;1@NkomkS|->;V}rAXkBIc7se~fkF$q zI2h8FgPK*83hfkS=B1WFXR{0Pa}KYC3|ypEq$Za_xBCWz+JE5mm|t1~S~HLW8~0By zg*J?W5}`NICTD==vOxi)5CS#zVk2m06gYncXXd4Y=Yv3QRPf7(E(1!=C;~MOK)N=( z?gftqDx{`^C%T_40QWvzgTcGV9yc~UZt4PS4u_6dDEK*sfHW#3mO^&xq@)&u_D+HV zNC8x5z?MpaGE4Uoa2es8p9k7lQwmz;2GR>U02xGIpLrd8dkAQu7ub>ui!OG96EnDf z1lipJ+Q0%yvT5M$5g?6eCD3)!p84gFeHFQo(?_9!?U7#$KGRSkHK#bW95ew3PUr=R zB^i(bB+w{5D9?dYr4zV~Sp;fzfs)6=-5Wu6C<H_H&w<8Bz;1feJ?G6l$f0Suhu7qR zb4+3$Y|l<{9>gI98JRixphLKzHbQGM(1|c}!7b9nY_Lwy`HYYzab^a%kqlbL1#5q7 zy0GCQBxQq66fA-rP+I`oS_VEIdpFosS&6yOW5^Xi%aoz}DScAQL4L?jse%k}MkM7| zfR%%5aLCC3pb{|^qQ3LZJjj~qluXbZDo88nIz4d3>kb~`hq%ls6}&V6B(Lxadha7> z0twndy}sZ&_=vOO)Er0yCL=#DA3CC*1Kk%?4my1p6gH)KplvN67HEGmq+hKN1lb@3 z>x_VwtwSOVbZvBgZe}t#!VFA6+91bOf_;^opIHn&Chfuw*cEMu*Ft*GxretUXF!ke zf3p>`->|p@G)V+bvuU6M5+DbW<Uq#P(+{tNj$eT4T}WHN(9+xh92}qni9!8TklteG zZdGtzP0a%hi-2xugNzOpmZn0NSQmi?AHXxz1x5L3kil<-6!4(1!kc*$LB_uBn)14L z!<$)<LywB{p)<nniI90a1!u@as3WvJmImnrz{iC_%db+4Afugc7Bsw_3mHQ51s#k8 z8AS!9jl;`9$@|sj7O;C0i$UY2;F1_5>;gHXJOk1%RLICrhm^yK1x1jXyE8%CN<eiO z$mft--ymB$-u8j>ZdoQ|DTxB;oIOxK0o(&pNK64;^9a4oG8=pf960&F_SQiTngWG^ zLRwKO*ufy<z(o`&mK6#>=cIz{R46a5sw^%6?>x^ehFxa?J~an2B?(%X0-bVED1qM5 zke3g-90_cEW^q2K^9)g&47$q`I;`?)1LR20vi!`P!{D2{6hPx)-~k(jAn=7V&d`<F zMX5Q76%cKSB}I_FE2!fJnqYw(&JW&L0?IO=HkiK)*bC12WzehZp%=KohF^4}LB;fi z9iRh*LCc3g5%GK`cqCaN7+kR=<)o$-fD2L3a0}$TW$0Kec$zB_GX9sClMcFZBO@15 zQaa{U=0i^#gGDpgHyMyk_@MS$BBaxk1UjYy9J-+0);W-CpWLB0T{;#N<Rq3BL;AHz zpzTa~(1=V-0WF*ddoH*<6<X03rKXh@LykLo+yt4TgPaO?VJj%g3vyDSO*Cjufhc`C z88X0_n^}~Y3|%1T1UckDAq>(vErKk9fNtFZcj7^5M8UT-2Vx><)Ta!*H2`E0d~<s; zcx7i^Drh7WtidNU53)w(^>Xl-DrhDMvJyBLl-0py3FsIT$l-gLS>S$ZsGmD1USLDl zpsTFF<3r$31C2!{CWG5Oi7Al2F#LYI0LXwc_-;>7P=T5T&~3nw`}s2S(!rf+$UP5< zCD7JhYDGq3DRg6QQetstG9)K~%4^UO^dK)PxR-*<kHq9EFs+aaIb*UM()xV5ZZpWq z3KrmY{4+>*DHjs?3YqD7`LM19Xsa<~jx;g3GzYTCry#!^lqx~TJ|}|jX#`uCo(Ucg zP;iEft-qZCzO5HDp#d6w0c&_OeGO=(**3@~vqaFAA&ARMQj2myTPVN=g+p&21@CA9 zjmGCeM)|-w654@QNXmyT%q}Q}9Y~{)Uj*LZmy=j@WFw@2PA*DKEr6_H2XDUwH88-D zn3w~)1rnU?%QK6>WB1_b0)=}KG?+nAR|-7<+p#DUw6_TC4X4z^(vr-yQphGW@E}4m zbR}~hsGV5^ZYY&N`)#Q?ndzWX5p3<n#tZu{YzHMZ@RhJ2hJr^b^av49{FTBtxhLh9 zKx(#v(xT*y#A3+ocye;);mwdXXC`>M6x425489-d-1>8S&uxURn!d64W*gW;pd0D) z%fXe40_cit$O&ekiM{01Vo24ModZ2%yF5QX1=?;ZEryDvgEz>79a@|N*}DM0Eavqj zu%|#L1VGR4$;?YHN=*UHk%H25ei3N<FDRj<W@m!y6!4G=(*5D!LkK`~TqR)Xg8ZD! z5>UuM4&c($Qv_QKYUP6S0km{Xg-#G$?7y%JtROrUdiZicKKSattVGEEUeE$q@G;lW zRNoK2k<SNwEmC57DtM*W?H<UT&rc^z2PX&6y;7iYe^6RXga!xb)I3PJ;0d|LDzO+c z#h+SSa(FRh9K|m)8RTb$;+#b2Kp!amfOZsuoCvzP5wh|=IVUqW36`-TYqUW59%P+@ zQzB#yK|x|3qyksShF-~?oSzR{K&+6I3Egu7ULdmtWV{0CW&*JFpo#`EzE_-@mjdY# zR)W_Y=afNuVJXnG>RVczlbH+YQ@x!9vOlvp7d&Q>TnQ~_OY^cJMV51Z5u}g@ZzzN9 zl+Og6TMb&)39|VDXe&ZLI2xfxIfBlh13T`*R!9M#Sqxo61v*RsB$Ja`0_~H5u1zV0 z?9wRBDJg;+)0hZaOaw||pv{S;(CN;k%A-x-4ED6O8Ds|N96?Bx4ceQKQ3zRwdtujw z-C(ysPRRhbV!%l#7j(o`Y991l5ztX-kZc0J_Y%^pD@e_ObRb=mL5Ey}>S=|m;IvT; zTEhmL>T&deoU7@a0bOJV+C>DaFhH(S2+o5}!X`ml#-P<<B^i(=Q}SWR>4^&0AqV)M z+jR~+!I=WRFVh=zOe4q?kiUyT_Mh7X_Do`W5vXbgtq=so*Y&B_=Yy0f1gAo$n?T3P zK!-8kPTc}NS2i&{1MK#KQqXyp(413{S_-*`+A$}!A`vuC0}h3PqD)XL0c>VYBIGC; z&?#`>ZA{=bI+=NpPF-?-aY-rUW|teAZ-7^;yx0%9%%n809OUE+v%!UB31~<x4_ed| zmS#d0`=&#WRtK$k2M<Z)rB*^(Ca)*Vc(n<#Ey$?|wD%R1wiHV8vr{1@dSY5yW)8TY zlml6#0Gcs?G*z5Z6O$qN2eB|L7=E5)0W`|b?LG${WKc*>EC3x%1#;_C@QjQ?S!yYy zvt5v1T9yyliIkXJ1r83U#3JzQw?b)2W=>{FCAi52S}X)UdIxqAYJL*PNN61nI=T<k zg#l-=ROn?Q1<=by6#T(=IVmKULN3p_u=~Q+3*d%b(+tSKzh`kVWb`2sYz^2IA*s;$ zamQlNp#h0`;B%x8cY;#K+i4wdy0(Jm4Z0!MkAY7HfE4kdgL=RQxIm|{6hJ4o=77gg z6*54>JK*?FNlng7fs_(2r-OUmdXE~wbKftUy1)?uzJ>*qB^7cKL9<-oq?MeQ11f3Z z<7g$I5qnq>2Wbg{ZpQ$tg`U#}8BPOl98Uxfi-YY4HJuV6O9B$JAuA+O!OONlsXaFl za?Qo7&09eZ$OTPGLPoC=L6ssX2o%7%8?pltY#`(i2k;Ct^pY9y7y;NNi7AkwMUdH# z8kXsS62esQpiN>D^r*ek;>2`Fxt9k$vI%6fLO^0pDzy0pikc$GfIaNmCFph~SMZYi ztW@X@h(yq;Ca`W$JO09MuoHYUlQTf)y@R3#!~{DuwHR^^YyjlK56HML$Z;l?VEwLn zsYU7FM%}sn=OIVvgO=|>vJZHDIfR)G8X|^_AOvSX3e;fGwOb(nUY~h=0oX9m-3HLA z=5-6?@JjHdHJK&g?GB~skn{t(Itr{FbRttKq%{E^PXrlOlnTAtt{61N2`P&qYaSsZ zsX3{j9eW^^3IX|$MM030LBYo*C^&<T7=&dfP^wPND}l^LD&&<yD<Xe?e}8cL%TLOJ z&h~(MU|=VugKmO>lmIE9J08FZ0kUfuT<n7^ez3k*4@Bpcq=FZ8JYNE8mE;^=0HWSZ z11~NsN=$)F5f^~Yk$@g_mY$Pe1|7f!4Wt*PgBSdR(^gJ?I;idg8LN<;S^}Q#08O2P z+L(!;A_63{<MlE~R~vNNI^-~FP=te<%GYOJ2ajATgg`os3hqVViI)j;z$GVSSTqlM zoLy>eY7xk%proSU2D`x_Hx;yb4{{+T=<f4WaEC_0IVTl*0&WRp0vY5Kg*USxD<ME* zIN)(*h1}GV66ow=ZfRa-awcR|8u%iIqD094lHvl$V039-YBAW4iOHarV<z}00Ptx0 zvyO>Rc0(>vNCYiv0Vi$93`H_z$N@AO5527|IllmUfrLUp5co=>^R4G0v-^-^q+!)- z7<5B;a7lh1<lIrvaA|P~__`iYD1c810mYxfIq=@d*9+%@c(0d3?&QeKD+Zlb1x__N zpqnK@feJdz;lhrKjnKWZ#i@{%2Iz7N=vJoOM93Nv$gZOz@YR~?kd^2u`6b{Y?s023 z9D$6#*bEx@1qZQLB6vZjqqi%_g$n73kn;&jle1Hc!0S3Lz%R!Hoy-E#t>BuQ2|Ym? zJg8X)9hxoyA0q;8vw$`?<bfv9z_~s>F&8r0UQ(0^o|U@Ua$`9-(Yt`|gvl>}H79Sj z-dGN{p&WFGB$x%d^Ay_U0w2r?>0!TF06q&?p*SDhpM5(EQvc@Xq?8_+&jG&qHZ>8n z85_hd1GO;o^B|^xr$#nIr(Hpt{6Qz&fouX@Z3CIg%7g9zE;$TotGlF@Li#n35pC#5 z$Ki$Gl@*}fHhIuhrJi{ysnC7ph+7uG!Rk?(2Oj!Ayb^N1qC$CQaR#I+P{>NGssaZZ z_{6G`(jw@_xul%@a@Z(&QYG{>Y0yTYTu81g$bg>Eda>bR^M&nTKWqS9WD2%1pfm@% zlL>M-6y)HZ3wtkigZ77jQkFt-a%x^;Q6^+b(VGR0Z|3ZIy$~{(2-=T*u?bvQf$t54 zlzWM#u)LQ6*&hzhH=yGpL5&8mAHc)7dqMM%V9lxEGZ?`M&BxydM3+OS`x4Wk>(Hu7 ziw^IB9&rm<+5<V3r5Li}I|VcV4>rp$5i~;t^5%neQy;9`4Du#utp+#+C_tB^xk3+v z1W77n<QIWEkB}n~VMCEQnI+&t>o8<dRdHrTNe0C2;2V%ZO@EN?#N?8E$h{Hp8DVe* z^L#dVm_Q*VH5ati8l+UAAQiINPa!Y09I}2-Aw1j_<Wv{XR#?cw3a5O?^<f3DyMsX| zRly?IFB5uCUGY)y&_;ePWXFVKPzWdqD}a`PltLFcB$cLv>oZWB8@glwdPoK240_Kz z(26~f!!ki77f3(s@?sEM0bC<O+AN@BJU|K+D)ZAJ9VyU}Eg*+0fKF$J^dKKMf^X?o zaPk4iLt17|E_A#Bw8kv87}8n?Up12t8EsQYgPg}4Sb7*dx2T{9=@!3k+5$d@sVEa( zK$bv`JSqbZ<`qLyc4A&0<hG=ORPa*Y=i4TOOABy)2A(|v`(Gg>Kf4k#lADv6RFnu> z!4Gy}QEFleWZ~IF@J`cwNQ2llF9qTuw;ad`j=7mR&?QLusU^^nZSZLYn?S|#vzFOl z(~?p%5}}7%rQ}2Ri3gV!L-xHEK(~MvC1xb%g3C+L*-oIEDG^kwLfSPYrJw^QK&fA$ z0D3cUVqOJk9RL#p1A`~HPVr4F0uKW#WMo3lB23E9hhF(wkXZ~_-j|w}n3MxK+YFTO zVYeo``GXs73Wrxh&R`1xb2D=wtNb${m7&6$x#00Zg_26>nF?9Z@sgy{%pB;E0ggqW z(<i}&1Gr=dZ88EoJ0~Bql|8Wta(yhQy^#*S01cd?k`t3M^PoeaMX8_-GoTV36o`)- zA?-%cf?AN<L8gJOrv-;>B4`f`Br22gVS`7B$=P}N<vGv>Mo9*^22psmbqzS37FR+p zXa%ijfgA#nnNtE?#sa=Q4P=3W8?*?8?5%}Fy14;lw!;T{KORV7esU=!h6)lvyRtzJ z_JfQVfjUK?$VrBbnm}%t0ObqNa`7BUg`1X{UJ5$N9AuJ$PbGLZ8g!W;xc8(G<_`|X zl+48Ry!_%!NbLh!>Q_*Z3huR+gO=BT^k(KkcA<k3EhIERhc-c`r6C)#z#UG7ynL`e zh3q36!3i3axgiMyw5Ty3dPZ(yQ3-Th2Rv>M3g{ynEAxv=!HcV2ZCVL-R&fC+lfX)! zj7&(a58BBBwxhHtH4$<YJ2)MH4pPg^2e(7b%s`=}U~CBro#&fD#w(O3W|lyfo4o;V z7S71XfOH5_Dj{Lv3SOO}kOcFwLUJPHAo5($ohIOs+owyGKV7%&>C(NRK+Z1$C3H}P zAKqM)3Eqqhx_1&3a^Qjhz77;J&<nms3A$@OzX-Cp%q<_%ktl#}E(eVT<Q718RhEDT z_(8@i6qQ1@6{LfPK|nrx+Xgv{12n@0X>t~&CZ`sZfK;b~Mg>5M6f`tI{Kw6E9yfzx zQ1MX%c#E*Yn>NVpmzjBKIi(;Y!A1Xt9T&EN%LZ`IXzzus7u!L*TEMj@_<WFbNU@oj zp9emsOraQZu8LzG*e{^#6T#kwUb6yQ=K{L86FTAw8juGMU4opI3LC~M$V^QJcbK0w z^gY=LnSD)3EiNcMyb_Y4N}&7JGV_W{p(hHx+6tOE1x12Fa4u}F&JBFWc0S~!r=-*( zP)Q3`;s~m4L97c~FYJbFdbrqs5wf(XED^fe8NN3OG+GNz5D(Tt77Kw6^3H@@x|4Qz zAt*c^H?9EhPlasi1Kl7{1Q`)bEG~v#$qg=X(lSdxkpc4V;kD2^$`lInQ;I+$pbeMc z2vhKY?J!TtOo!yp3)?S%lNjg-56I=J3g9D0@<H(kx~BnTKygMU<Q)IZ++6U`WNKbI zY>jU*<hac2qfL<MMTHYHK>?tUpPUTcwfANTq;~+`+X>nn3QjUEzF=i8i7C)?`ik@O z^HPhz2bUCs)|IAblt7Qd14njBDrhzgRE|Q5DCdl#{9Nd|*!-gG0#Jbk&V2!uB^l6x zrQB3VGgHCE(GTPw1<zzi;rF_u1MCQQ@Y+t$;jOU4a6oAV+GYi<%uEI~!NB_qGgDK* z!}X6FXFP5Kr*eg2$X&^x;cie|DWrn>E18fwTfq;ytyUr9@DlJrTM9{#N&|L!VrFVF zxHf+}u>tHh=mCO9XXii?{o!?x@v<DyQaNxkc{vr_s#Pcf^|!&H2VT4b_BH4nyiCZL zxo2Klei3NU1v)ZYlv-R0>0p9Z%tJRafiByEEJ0Ryy$yU42dKe+5pqT<Xr0)FtrsAR z2;54GK&@=BEy;=S0=_I0G6`M=8ae_w=EeS*PoQTUfX=T07pvgQ2um`PA;oxlPJR+3 z{C%PEk(UZySqy5BP6eMRJ0CoNrjQR_s`Ga0j5jSi-pm4DV4elt4qsA~UkchO3rd%X z8HpL-7Og^Z25622GVoQJ3b~dP>6lw^@FivDfC}k1;Peif{eg^8fID=}VDE)z<`hGU z^=06KTj6aFcsNPn%?9wL0ty9?JB7f0^GYp3>agb}X68VASqy5>f&xS#1GZjTp$c4Z z6_#c~l=!43r9!St0FU;73P!LCJww2|F*6IG<I$jXJ{LA#><2r$5u9Sf!Oc?8`F7w& z`*LuP`DrU;ldXGd9(0FxVsZ&+;sWdp*SxHJa8v!k&StO~*C&CKE9f{J(Drt40aBa+ zpO{z3%S;A$f*(Lu4JxGNLjp8088ji11L~@QI~k?fkWF!*W%baSBn{*juz{dGbD4SR z;JgdI%p#>U8CJi7HnW3V;t#nXC<HPxl$=wV1PLFfqEbjk&Cg2*7ud-eprt$DIC4rX zfnG)bw0{HGCV%kKImq}C_+lz>?*+7o4swMyD5WSQr{+NFP0#`Isl~9ZqPYdBpuQS7 zoRahNGQhT_gAPG~EUHKX?XH42DkncN4>Fck4%@=woP)T~wD?Ff$P~yS)L<)f@{7PT z&*1*(Hn31(DP+!1p|~V7Ee)LQecYWu(OV4OV&)4z&nq_(a+V?}+d&2j@(wS7l;pmN zdEhEE2f8m+AtezqoS%`HlU5ErpVcW5I=uusp{pBmG=O6fWOzg&6LK|t0JuN|-4y_G zwL)S}dMTu7SDc@m3{6ByIiNHDA(LKS`FV+;gNndzE>4BaABTXpW`l}ku;<DWp*zdL zJp}Lw|I_8&VB?eX^YXweS3R9Qz?mnp6g0<}3^}(Z7rZ(vF*i36+}Kih)3oIcD0z6g zdw_KpB_=}}1gW`@IaGyQ(BUJXU^~1XtOB$e1Ja^QNlng4EJ}qKR1Dp-q7Vu_R1&m> z66Ax@<ZMW!79?gCK_V5Dz(6MYK}x970&tE@ECc79!#lv^eMPCM*<j~Ge3)MZ83!qX zT!8|uHlR~5nb1L2@F^1DbXt@O9vT4WJ<!VTykdy26kczEoFoUjg9ti10BLr-od@1+ zeRv6U5d`SC)b!N6d}u2jG{Oa4UjQ1?D**5I0!KwrX(qUJ>g)*iZ6@^glY-0w@VzD= z!Q>LiF!$kAkOdYOHi1i<&5(<FL6sGF&Pc%pw2=T>r#a<AwuWA8y8s@+SGcenwDT5Z zoI+wT_(<iR2H0gdpd}_rm5>qwwB;YNg(fvG6@26`=-6VgQ$su;s|}O#OTk$<6Eqb7 zo*#eQ1m0BPS_Zoy4K&XWY5fEw7Uh7pA3@f(<v}k%ODsu+tj7Rd9S+Gj0U4Fh=*@-f zqEc{$jti$1fz}#=Q%^c5>46KE+)U6K1(1J0GYeq%Ip;%r$xf-@u2(@$Y6_(By5nLa zcz9>`#hwe>K}qL1_`J$D&7Gjc`*i6}u;ID+dC+T8!PgLgt;s2^C@q4_B&MW7oBm0u zB}I_UUka}_froi7>;T=U4o)s9sh}bg($!S}cl#kt3fS$l$@%#?kRg}HjZ+^tfsbX+ zOw0xE=zZDL@@!5gI0bs87K2u`gZ!u9l@D1}0b0li+TjgefdD>NcE<(q;Y}arg3sUw z?Wf9tEHMnJgr2nrzRW%|4-yxkrJbM=MMzT%bQCYh`)_7JHXHdSW<i&tz%D@m*$%oL z7VI%lb3d^Fx`o&ga-=3$!Z*J(57g-d#X(|T31pb_aRa0~0lOOrvW4~8hAki)9ib=w zCFkcsr;y9?p(oK~=VgMMtqQrIz0BY!0F5s|=OI!Oi!#AgMsi{fXo*Y-q_2Hp^MxH? zrNyB00Klh(DfpIx9S0d+f({72nbG*Bxe+}50a-~>0>1tTTuvnCr{`sYhUq|_R`5s# z9|i&4Z3lAmt4)x*#gmI5W2|Y1w?R%<D<}d_&VjUn&RPM{3L%i)kB2vdCz;A2<@v>) zi+v!IGAqDS>Ixc4U^jzTWkHsYf-eMG0`?$eJte4R2TqzUMVXLsrpFE7`4a`#!cuU3 z4eFMIhLAF$7q+CN7AF^FCP7Lx@QCqNP<l5p0;ekH(jw6E3Xn)8WWFddsW=}x*;<^R zladL^`YEZ<@)B|-Y<?c(WHnHUoe5dAHRtt0@SJ5jtbzqi0c1i>gw9C>@2dreKd6ZX z8bShF4_>YT9j!`BOwNR^mn#8Xrw$%-0{InuZ78IM0IeJbU0MT5Sqgcn(95x2cR-H- z$_Hl}g|yT}$Wat;S|L+BzNL^+QP2jeQt)6F*eRL01)x2>koqPOIw`K;13M%Fa=Bk= zE?8{}=mKx(Ahm)^Vp%4nX!1)es|2|bw7M74vCc1m-6sR8V9UVwnZ1ClXfIBNp85~Y zc12~7+RDG6032}z;LX3ui8(ot%ncf+$t)>Nfo!Zy%PavkcECviyx$Ofs0cWrrj-`u zWr9{EfF0tNn41Y1Ee9RIkq=tx2{s<SLkSw(kj;kRSOCqA6(xcz%iKgr>#8_8BQ>Qo z2fB(Xr7|xOw7M6RSPL@13KO%zltQQ{NYFVW6`YAc6SA3kpu3@=OC17=^2<O9o^AlA zQqbT&h+70*YLlK?1Uc%bpeR2-4eXm@&?do>MCgs>pwlm)M-PE6&`Hb%$GmqY<gkK= zyC;L2Dhk<<wkmjE9H`_e0rx=^K&xUdY=d4Kn44Jw?e>6%i@+^}r`y4!qY6Qgix~?* zV*&6vv#l4lfCCP6#uH?B0;JgizQ`El2{Xv?aS9>%kR;%hnVSoVy8N`X)I88RG9YEC zkgbji5s<{0TA7*zX%B*K-35nQVlrsrKM!=|Kcr&G&wzxALU3X!c=L^=DL8IjN=qPX zEI^|~7aPHm7o3_{QUYC=`Fb+=xTIvzJ$oRlvyaRKPa1-v1$IFRqz9e^zC!|B+!U6A znkL|IP0L9Iui$z%eH*CMy0PH~culf`52TS_o|st-UQ4Oq8V1f38TmQzt39$H3v3l~ zGmF8M9LRu+{TCo*WKurlBrAm!&{|QD(;n{H3!)Bh26rMA+(GR`uyZo=3QD0DmZzjb ziy2U#7}o!A%FF?`%oP$-QlWK4T7C}X^yH${tW;312xND0YA$3`a2jY_40N45xbdA| z0A0%BlnOeV38XSJ2Ri6ll3$*h1C9~Uwy9K5!I%l14+I@j0B@LPf=^p{*$$ql167~7 z&`Xd&BhERXxfF;`l0n-zz=;~v_X2mn!NFXdm=3AZN>VGJr@Vld=H)`x34qpbK#Dt1 zyn&9`1x5ao9lg*IMexn!jo^}?xU{$cl+qwq5*Fn{u9;u92c$tEvA8%DJh-Zml3xTF zL-I{5ft(Q(mI<E{@=7dAgcJrKT_9^VK-M*+=4C*ZkROE}sZv@Dy}P_9AGDzZVyQxQ zCS(XX7qpEewFu&J=lq;}(3CzXjup;<?^=F46?8E)NZ{Gp#h|1MzTZ1F4-yoh`=ucT zF{mO21rz8NWJrz!Zx;mn7u*O3by^@2p!?Fn#ZcMdl^_!pax&9Er6fqZLS<qB#OR>> zBuFKu@Mh;6urZ)xm`XBBpa(@KLhiNzUsnd!`D){a*WhR?0$+BP0%=nyBpqG}PW7(f z%jQyxz@-Cd(M54uYEcnn(D*gjs|p#3&|U8N`H;p(IAlt?EETfeNC9-h2H52aF2P_s zjSLJ-z@{hXLzd)#0xA#EWLI!X1TU=x@7@HDAt-nyW`k#$6w)DOPf99uLzcpud61*D zF6_G406K{n;^C6SycF=+sGvAj0L@@PR*EDRm4LQOfa-roaQ?{5$${(-Ju(rpxE1WW zfFh_%d@_^3A(LDLUMgA)sT@J+6gDynvh~6qaM*x6l3E5{U<%4-7p7d;0L~aGpkwAB z`93T)JrOeQ58B!VyT{u*6}l_*#?G59H#@<aKurSZxje<7E+EK61;=FYIoAql;9<A? zQs}Yh7j|Fl10CoCP7?)*IiRc#R_~Em1r`Hc_nZ$szpErQ7jgu=b3P<h6(^=a(#yGx z=ONd!g8WwmyInpp6MAeHXkZ-Nm;k#kI5VdVdUqjcd>*_s8x+`Yr_OoX3Lc3{EGmI) zNk{}Q+y`wNgM?*%Zb2z1*+QKNURCyNH;4zCJ^~q%o0y#nU4faLpO+80dnPrdG#Rui z9h_`(^HVa@GNEhVpa=6qiZxJnflNcs11~hlEY5^1usq*zZvT169WsffkPf3KXa@yk zltLl<@HTMT0hL{#J35jf1GbQ6U1nZ7sAjpa1JYQ%*aMmb0EYu;eGBCL+&3E_t*`RT z0#G6XO_hP?F^Uq)Avqm1%mwnDLN4g=VNk^6=YV&i6@${FlRwxz(EU)*EfwH#bLey} zXf-u#lSvwQzX>=P^3p-6b}sljLhv?IP;&}wPH{<oPAa%>s^H`c_89c0&*EJ01j4zk z=hlOxqp&nF2ON|jM=QLUH{mr%e`$I~32fNh!!ryl=aUaDy^BGY20+Iml419(gyg5E zf<}SBh9;JjfSPxZu8=}DxVQYQW8$+J>p{_6k^wo97Ib(&*kq5yoHS4voR|%gRtQLh zEDeI5at<EAbM%2sVS{e;fbQ@}$_KRsU_HD1v{cZ5Jv2?HW<r|jN1Kkcf{K>M&5%ot zKxZ{gh3xyizUVsmXs5JN$n=6!W)Y;20I%AEZf$%$Wdme^WJo@AR;mPYtYao<FAvD% z*W19Y@#{08Tb!L8!80yTC-j26mRVF>0_i*CmzJdD=Y#u03Vy*LosV1lK;8v4o<Ouh zPANE@c%<g!K-OY{YDP%b%uI!jR|VvQM*YFc6AQq@RH+q^_H=S;QAsA~FlosCUWJhS za`53q7dBk%yVwNU76H<gnUexpV+dZHkqa4m2?zp3IcUdIY87O8A!unMq=W(|9neC! zWKiD_+>A`hfvhPhNzBd!4?;ej-0^fW<Oq(}8>T=zMyWZekj4`<^|&QMrt1_^Qj5T4 zd1@}?L=u-GNd9~?uj9@14)Ayd=sX9+HXE=LK<O2-<p7k0@=`&|!azyp**Xya$i^e{ zk3e>27vzJ^fCCSSmS-NFotz2jcI1>o>XdxY@+?qDC=_KvN^{VuSn%cUiHA2r>Vts9 zY|wh)Jdo)MpfNkhj3T%Y1Rr$b2VNxdX8MFzn|i=`5mF37NBvS#6QR2V9CIMce0?C( z&tUUFCm+N5IiM?kAdS@U%o6B<Qpr`7$Zjt_4Cx+w<!9vOL7Lp4x!v@l%n~RMyqOHT zBT2zE5qkI!xbMFMI%(#ZlL;+XigUr|gM$JgH7~OQMC<73ftRG717C%xkd&HU3h{YX zDy)qNK5`=u)JuiV(1Ql{GodR}LD#N8+l!e+kWR2dK~a7NwE8RtU0MxVyaP)1FPF^( zCpS;<C0Jl)322i(q?rpkr4dp;WoG1p11q_x6f*Uq;Fz9Y1d(&ehwOi-f*;ffn(zc= zI0e|y)b**?A-m@?i;AGDZ?a*d;!dfMl@+BakW;`jLCYjT1+qd3sPznu!=y~;hIIwd zK5MW;eN#baKZ8Q7JQKR`33}`iq#c-%3c7+g9b9#Qx*4FP2)k)1wHPwu2fC6AJjddk z58Z#0mI<1w0(;h}G&K*h!sWuE3*h4*GP5E37(kUexa3yIh74{ffW}}Ujfs@ZGSERq zpwLzDh9p$b{vJq)l?}a-;?<4~u+wsbQbB!Su!l1s*#*o79g~y~Jy8`>4T4A76f#nC zK*wT%Lm(x!pfs}>l=D&`Ljs_CB|rgku^+n5xHvfzTo8klXXb!g4B#AGP?Qg{6}kq` zH3)Jp59ovi$O-V7c_om7Ah$F*BN1GVLk2HEre~I9g3F#~UEouqFZN&T1jlw>CiDol z)ZBuM#Nx~<aBeS6&4KQJF3L|SO@>uuMUWHj4=(}jK>!7oYlsKPC(m|)GcYK~K+R;3 z%+uL>!963;F~y)6%DiOAlD|yQA#5N8>G@^g2=f8m(*kb(f%11zK|ZMK1rAMUdj;fr z1wY6hzBjADH)`B$zu5}1F*OHtQ8e@xuj^B<PXv3ZGVv&QqXp<HZ%BkYLw6H{dQBzZ zV0hiN6l88<ZYpH#19V{Hg7#ONAnSx&i%Y;M@M0_EX0(e<;0OSX07Irr!S;Z9Z(xU} zf!5MMPG?F4ZHa<RO)3O|+nTR8gGVf%ZGh}GcLD8F2ZdP?q*D*NGzDx3c&7p+^c8Xr zuLXyVBk1;YaC@MjC^bDVF)ta?de6zvFDM3ygICDz1Fet+`9{GvAF>`T8MN30)&Wk> zfgWp@m{kgH2`EI{gWc~4-P@m&4?aZ^6rc*lrA29=85nScfY06p4I`I<Ybk}Y%pyp` z(7*!ZgLC^pq&IllLE-2gh|>x(lOapDKv(%d+676aIgsUDLHW?bd7)#Bu*JjfkUL!! za`M5WS>WJE%}dEig|7X|O)Lg2?FWk|=cFd)L5G<@MO|tRq_6>vW?$?Eg^5Bjq>Bxi zFUU-Xw$}X;!661Z=sFj)5*)$<PYi(05CVs{Z(@2TB*%i<wIz@!1r=#fKPebmnt?A4 ze%b-KK@xP{7i0hke90iB8VWAW&4sppDi800^r%6H`GMW<n_7{X3_Zsh+!q9`!G?B- zGxI?Ec_86fmRbbeoD15zp9-GgF);(V61?|h7bpuIUI}UDU2Fj#n+5JPC}dVb2Jnju zAX_p(6YI+xzySj)P{BO_P+}=8O@#DFi$O>JfHsvtn%xRM?oJ`#tP8t66VxOI={UUk zC}deIXf6ucFD*#TgDiJc2ug%(Yz7qqkYnc|+xVW(hFo~$k)M|eo>WnAN(J}6GE-7> z1VPJ{A-(2e$QpInR9bFoaWQ0o*|h?+1_|U}{~%Xzy37QPvx8T}LIOOiG!NFt0__M* z&r2-=FZ~AXc?AtCfa+Xu;DfIshfh%;*2F7-TLYj>0cspVs*j|^BFOw7EY!ed_JeKU zYyvq47IKsO({+#zXL5dNG3*Mdd~gE+6k7_Qt?!Ug$ivH_gF^+WMFpvlaZ^xFF)=d_ zl7<xu5{t6I)?8Q(_9$%R0J@JhASX2ux_vvi1hm!-G7Xaf+mf1-SPnXI8WdD7mV(bU zQK*6(0|~h@KC>8HxP#gXpt=R*>r&|X1@7S8ao}U-K*6Bkngc!YC@<p}WObQeei68J z4LVN^oEi<x!9h^~auoF1wWoV0gLIc=7C{I1Km+KY{iPr$Rh5EEUIkakVxZLG;zV## ze=~i;n^{vp3GCsn{a};xzz1bM+zq*v<Zvgnj!w-3jj4kJ)jhK)2a<td`z|0U0dyV8 zjm03dk}`83&IO$m11`NG6*8!I3v#1^cVY>o1({z^l9`(b?rADyWP%4ZZmhrA1x_%9 zrJy4Y!1KZ7i8<gUC9dE;p{F1CIv0C;dyv=OY}x`2P)G1Js-RNwDP$!+_$nCa{l4Cb z;Aww#d$13ZLAP6hH6<tJl|c?XO@rom@XB$pLw3AgI0qcc(ApW&Vo1%ag5)HRe8?OX zsCiwS3aRoBuT6xW-1l_HYLEqox25M~CPOAPGEx&$z*mccQ&}>&6{X+^X~QXiHgSP_ z51_k_KocFHjR=tSly9fbc)fB9C|uK1A*-hqUT=fkt5=j+25rwKfmT#QMjgOoIN({? z)ZD`hA(e0?bek3^9>Dbpc*_L1nQ~-fUJ7g{2h_RX;7=+|0xkam`63T=z!CJ2_{5@I z==5l6P9ki_=9{@&UT=c*p+Hv_K)U^)0SnM=8=y#fu^MvBW?D{SSw7@|XoXbp72)6r z0nM>M#{WVxQX$v-Uf2ij0PMR6zA-kn2(nx#6dd!ZMUdrW$@zK7kl9#;#LSAr;Q4{4 ztt-JP4m@=V?)HJ>5VZUb)R_bYqr&T^1z_6K(-WK=b5o&JMsNmX2rwrHGXC!mx@{8V zeg)r1utVKJElv>YaZ}Ud#x{^Ci7C(qK6uaqT-Jkj$tQyD#RdnYGiXgcbc_tN-VU;3 z`}L|;P|$)lWE4YolBebsLjq0#R7Iykuc%4Ogt`qhrUtTE0hH@XLFxSYBCzX0ccp?E zE~(H9nalIRD<wg$%PfI(WRnsh$+x&95xf%ybaf6$KEDW($P}DGH~D~F1e!|AgVbZe zsX1vN@291KmluG~W`t~OO$3dWWI}H6Q3wLf@PiYR0;u~BDKbEZ)5GTA@<3xQ;Gii> zO;1HEp9o2X9NVSvYQxMobGLvz6%+~12F0bI>kso1k?M)!lGF^y$aqpwCb)b_Oi4UC zALKrTk}_~CgN_ITRXAXO6r>gx=R?*a<)(tpWru`7VoD--MRGDE%Ytr&y8zi)ky-}c zrVVx{Xk;uWu@W+xd}H~IW#ABo@81L8+6Nik1&!u{<HaR2H9a33ro{!2Wync6kPe?O z<YX?;{czB0v5X8148iskK!)e@!1ozeLPtnlBfuU2tv$+tkH3I!qywj?;)2YgOz5mj zS!!to*yo@de?Ws)V2wxTXXd6rVz2;us6Xi7=X7XZ$<5CxfsD~)BqkkR3vuJ?4d6q{ zGt<Ef?o*4P)3tffjR#4ft+gO;f(GhJAu$XZJ%b&12=WK$co<M@<fVX19|fP(G|1`+ zpG@$e!?VR8Sp^dlus4zui&9ge<8W^l?*R|oDHIo^rb4C*3!z&$av?*x;04=Y(=v;p zo4Sk)42;3v1uc{=hLm$&p)L@i#N<rqh)r;E2BcF7x?>3%0^rL-KrsqhVh5?qz#{}j z&?O0piHYEZ1Dd+Ku;aoGP^>CA7G;CY2K5<}AtOzxkcDs13wh3MJqPX~W#(mr$MwL+ za)1sZg<e&cR+I|8n>H~Adi}%e?j^66LJm|dN-Zo+EiQo;t|j?Jg{9z<IxinI4g_*+ zekttYhv1ULG{})&;9LTdRB+6JbhQ=AQlVoQ;h>fk<R~@Jx|U=}@TDRyEG>ZqTE=1U zjnJjJ;3_FUKM$Oh!PD80EK{5cX{qGrKw5>Mb32P52Rx-#lt2zWEy$=W&P>jPxS<Sm zQ7<@_L1QavrH~`6KpUy@A$LqDyjj%!W-j<#&r<LvNpK=AEdY53T0I1V8p)7^l#vQO zqAeJ_xegQ?`8m)HZIJUhz<CMeN$^ZAs2q8|7i{E(J)qr#7r}d*E>45&+)%i&{AL>{ z%)tAiL5cd+&Ym~3rhsD?)ZHnDjE5v=7J-(jK>P<DX$GCl2(n!vBNsBf1KKMG4mAaz zOz?6m1@BVGC~2@G*#0z73pOtunql&DK<7(<Y*a`AjoN_ogC}^~jDlkcq|k6F1)sRC z;9mijy|E4)js>6<f+gUHQAjV!gzm8`25;YoURVLTQV}w_1-2j@wDlUSH?;!XWCpX7 zGxFiP8DMASWJ2a16!PFlKNlCICTFIB+c}wKu$h+BBFGt(3RTci$p`D!fx{iN?l}iO zClZ<tnY9FUA|Uf@&fw#h6bcfd2PJ_H&;k#tD<tQaCPRA7ZlL39$`ZkowF)Mdpg=Cm zhn&+}l?tgbpRa%fg*Rvn3UY_ELI@;8UT@y=W;$q&1GGC1G_?s@O%7d~4mvd!+@Oce zEyK3kgPSjjpaTLywkf2hSAvx#!OpCKu8Mdw4|d~QPC8_3;NfkRkn;eZ>|OADPB%E3 z0z5cC-6_yiVJYlrKyYsv;?bb|B*@6SLUAJG7AOVx)Esa#Qz1JMJk*?@1j%gqIi--% ziQL2zNcR?8E<pA_L2ssp4wiz}0E5j3&oVcGqrE6G1$wUOn|TXC9?LAw01vf4ShoVC z;BnLB$Bp1qD6$}fLJDQ6so-FL(*#-On^;<skq=pu^SA*#$Pe1M2M%5EDzYTdC=u+4 zX3*(>pi4_2zE1=lPLvL^HL)}uJWlSKQVMR4ffj_Nf_I8Qs&~+taV3y7ywGq?f?i0X zkbQUwIP2u3CW98rfMXbRsuy$(MFD7yBXlb^*geoKM8S!bkebY`6kO1OwibeObP%|$ z0&>)ijW;1@GbAVG7J#$lg?$%xgNB*FZUo<U1RnAODOT`J%mxJ*`1Vvt)T9@sLWZnC zqa2{X2Y0F}p^Fqk^FV_ppt8pcTyQG{Cze158zA=!Uf6bFD>$+EIf6<bg`^@#FI~Yt z7G#k^aegVZV+B6H8?^8W91xkgpri1h-PGi&N=W0hpcu3k0_4)vk`l;(A>`^oSaDEX zQUqGo4XwzX{r$j(LC+fnS5OMjt90|AmqUQMS&%i9FB@h)o3S1od|s(V#i@`(JTh|& zaxx*8e?bByEx!m{SUqm&2aj5m=0ThQ+C>F&*^T8l7J@TXegSl_5R$_W?*WILg1axc z009jE&IcWz2~I`nMTyCo&_P4cLEq3d)<NLo%0b~*ln-9srvRGHyx0l~@E85y2n+(9 z@DHAp1cz^VA~YvBWmbW_Qj!5ay$Wn4bTk4o>|a<4Yh=Hfy9c~cRG}mla%Ar73E*+~ z%=GM3=s3JjX)<JN0(yHqH2Id~=RlUDfOZIik}K%&3UIXgf(Bo}VGr8;eqrCm29RSE zT)^8azzz-1&w<qD$r+`P^L@{)IR{>hlUZ_jB{-<_L8$@cd0*&p1)$;76zF*iplpx| z?*2l0;;yAd`2~>HDX4i1_VA;IZU_SNz#+co^-4(B8GH^kcxYPTapNkm>)v$Fd9?v@ z`j~TRaS3!q!JAFsrK%UFf$qQs$2h2ZE6YqN1&vdIV&d&|u%A=%t02oJ74pj=Q+AL= zESca{Gf(^1zi0;gPa!E4(myFJg2X9kBMangpUlI{4=)Cv_uVuHWM*+b=<G*uc;)7& zKqluwYeT>bCc$H?Z|1E52Qz305>!)zg6nx_JJ>(qi%KC2upvWUpc#E|asxFWN}vnz zgG*9DyW7E*fKE>WrC|k^e8>=z8}!-*g@8<GGqODM$V|voP6ntn02`N^4_b-`PTr53 z!Pj3ayq*HtHR6((mj_wv23`Ta5pvX%LK*bx+&9yq7pTIPofm^{3<mE$af$@HBmk0J zGt*&XR^=I~iI6%1yo?JH`=Cq!U3(2$@(E2Z;36dlQpJJ0IhkpoQ)xgU`>dt^S;Jg# zy2t_D;*|nh(3hT?SDKjzDa_J~GNEe?LLuwj(m{J`AR(0r9U2GS#0P0QfsT>{T?hwq zc2(vP$eh{r3D*}~p9vCD$jApTVpq7Z@xpGf8SX`ikojxS{zurk2H+7Ta9x$34<65d z)(yUB`ND>aZJ=g3D1x8v+zbwP@KJ_E;Qp7w>j@J;{sLbaupVrDT4D~kty`3t3Lb3A z&xS7l01a^F<iM7&_=2~+g7hjR6=f!8gUc>ZA}awM9+C)|t|-XQfvkK0n;dd@52U(w zErTv|&MAfT<{mdr1Nrs(%<C&bDnX+Fkgf)3Gg&6+9u#oO%mBASK`In{@{=K@P7>t8 zKZQ5bAd9;}`~1O4s<f&KlEib9Qd3f3RYFc;5u`ttn4VsgnhuUhaFY)-A_;PXLQrBB zn10;20u*Qpk>F8ag{)NY8DNQ^)e_)P1l>lK4Vgm8gS7j=XD@(9tRQ<F^FfIcT-rJo zfQQdZa=>e&-p+uO7MXdV3mZX}-B^ADyr$%0(?#%Ma&KpY3W!^fjU+{>(8JXdlM_L+ z-;n0Ci({Cl3)msfpu@0IA(xYa20TCqlw_7cCj}sVDsYe$XCy)nOMr|PUD$D9JIL;w z%ye)gAhihMi%jsC11MlXqxInCQV%$qQ!>*IuLbGY^12t&{DJHvhtB6_Btkmcpvw!u z`5-AZvjke-=T;_X!^httCtg7&*uldKZ#Jw08LN;2Jt{H<wEq$m_Rr=(uEqtQa}CWc zIf<2^vzbBC57xJV9ad752;C?IISUkISaC@zc!k;n$VCLnrQo$X3I+L)CJ=bh0Vq@w zE01ghpV+66m;>2WRGJ4_bO16%AqBdi*Rv?I7;*|2Xjl+D(3+EYbUrASLIS{144xzb zpY#e63<j5V$*D)?XM+3lTPA=kQ%EUFg)HlbuH@Q!VJA3YgKJgDcs{7&1*xq94Tgdx zLCdP33o%nNL8&eox;!TtbSfgWW13hDS!D6L8=R2xiy*Csr+YVoGXW?#;8#F}fom3p zbkHq^Ajg`Sg3}S?m`QNMFf}C++<gW0@KT`TFg}@(ZT$+#MfnBbmS%EhD(qrl=pB3t zpgVa$Mmj?3fr8XL$oxTKN(y9)0VrL8PFTnWwbQ^OIfs{kmjbVX?q*Ca0-e1MRt9Q% zCT6BX`q-e&<*ATJ%u6kWoZXX}o0M2o1X>RYxziLBJfIdfw9TJcQU#s*nAiobfgu+i zB6WCjauOkHLmYE*K?8H(Wy+v4Ji*-zg;MZl*u2DSke8nCf+V)oqC{{L39{EG6>Km# z@*&6YgPR}<$%nT<?q`5>J7J|yer{4eIIKZ?DN>=^rolrGdBqu-ki)~FS9CznQv{81 zLob$A2>15~r3{6nM93J!i~a53MEZU|q=5ih6a;o-NM#Ph<B3I(ZdhVTel9r56nsFZ z`G6BFc$T>7!oCZTRZ?lt`(I0QActv{fX=;xI-)2Qd;kT=Y|uuHi#_1zfnJ}P2~IJk z#Tk%s;NXn>B8b;h^NPV|FMt9s4O}Fr!Y<lQ1f4pS2s!E$G%}r23c08%F&9!rgHF{= zgVg`N$&m9|z&<a|hK}JEfllUzj#~L9=0PSVK{um-=1ss=5jaXf3#_4+yny$9XM&D; zft>yVT2TTv(<KqQX$ZWke%FP47j}ZZ2R#)6(vDC#-*OI;lalju!H3F#;~g{@4{0Gl zCuS0pAf+4Vc0yQ*=aUL9U=A<MgH$(ZpmF`o66oTNB2XIy9F1?gAca9jA}C3NLhU7F z+#5WX4356y6406ka0<%K0}XRP8Uh8W;N2NuXXlne#+D!roZM2-eRW`eI_KwrGn$13 zsO+pt1=n(kC6JX}3Lc;{)4@dr=xj^ST?C-mR`3lC_H+iboIuB9gWP#|R~~rLl>&Ha zCb*bTC<gcQ!PZ=#cO5c1<evu`h6Q;e4N~L!X6EEThxc+aL3hJ}&CSfqNQA7tO$TL6 z_{I<~@TK+O)wGF4pmPL3c7qm1foKJHNDg?~IU5`p#h?Zh^b*A2WJrbWngh9rxVSPm zDL)5Nd*mkOft%kTGtO;251A&uu<7Eo3*bp31vh9DF()x8H3xDq8GJ7qXh|waUukXu z#4yOz1*8R_0J*kN!QU68<kf}-$YMgLOlZ?SC>1<8@L~nzG|S);aHdgkO@|~2P}d+C zG`<4TT~G|&B%ha9d}JedA1Zj(09+Y>$6mq3ltOl1J|v@ocCw}>Ln?yO9B6m205sGK zxwA7f4|e(<$cRM9ZKL482i-gZK8(yi5*&^xnZ>!8(DC8d6Tqt`pSLUoCw0&o6VL^X z7dxQ4F>?>EgjASCiFqmcxsY6?;15~OP?`wYXRJ_Anv(;$*&5UZg>3eMo|ER63e8)= z`Du_^0<;n_FTErKQii7IL#7l!7Z8Dx?6bAtwZjT;`yhMZE^GmH#=!0d?XQI%E~wxL ziFVKxN%_!mt$;*m)dju+3+(gaj7(?;qZqWJ47%kiKMzuxWn@Bj>E(ll>cGhwbh<Yv z^b~Sai(n@O7pFouy@I!&?FYr3!rL~;F4Xi=(3zLuf)+eNm<VdLKx{5ag^ZRwZt8g4 z*ape8nc&0^aV}`s0X&DK0NOGO4Wok60&sig=~D2aS_;|FNw37bbjUceLP25<WVdu_ zURomLm{El)aQjNZB@E<r(D}n9kY%P9c3cFHRw+O`3#moms@M^-Olkx8K&YpaSAl$9 zlv$h)USFz^nOByd1G=0IWEf}-KnY}wJ2CI@^2AJVpFyDvdWtuAjw27Y2_m_u60*T2 zGYN7uLP{!lX)(A=124LS6#JlqW+B&KD1>J~X1z;5)iU&MPtdX9xtWk6FEJ+*RMdmQ zygU<n9VIOJK=WKkB6te?X+QW>70}JLjr$%q&IBbT*dZ>y(AAHiC2Np7hC#P4B|@(3 zQt*ZhT`H7;7NLU6#&XcDM9`}x@*$V7ftK+ULkfW{Z@NJt23n~NS>JqOCS>vzw9pND z{Ui89AxO2F550^Oq({N46tWBkayvH2TcCa6pwcrHJUf+{p9gK?gSKgdZte!{s{$vU zltkzvZjjF&?3fL9DJXD20}UX<lTwqD!9yIN!<@iFjc;1!f|F)BsL>7{EC6RC$l+Cx znDog9Z<)%^1dkUy*wF<t{qSaR6>?)2xQYcWp#dGb44a7YNleLvcufIx9VP5O8_>)U zNV5yXhYH07iRF-!CSa>dpqpzzOGS#ITfmQOECA;g&<bJ5oD`&Y1qzwWJZKpQnI!=U zDdZ)B$5NA^2jP}yfR~WWdEE~_M?@hwH6L=>uEN`X$SGBRu(bxD20dhM3LJ3Y)>s*I zD$h4R1$z9BKlq{+P-x~Q=0eYshwaUUu5>I;g(TTh(99Hc8+}eH<f_(`e8`m2#c3Dz zg0oLrKIq16NT`D*FQLb!IzmrnN`&4<8ITDX<WlfTg`Di00zJkKoSeZo*A{0&ip#9T zY)B8nH8&T0^*eY7Z4+q08E6v&*mIzDnMH}PjmMzP7huOEf{Ix1q5@C}e*x0aNz5z) z4Q3-XaKU}pWXQ#Qi78p7#U-Fr1`d8_7x3}thnGVa)RY#0PR@fiy+9`w!tNmhCp*x1 z-$hW<a}y{)6+kO1!I2HRY8{+D4{rf4$;(YGf}FVlx``94G$$2u7UuJ<6To4Ym{bfK zPP*6#+M0f0Cs-V`6%x7{G%*J{Vg<VFI1w^)l$e(e4yz2%W-PGPX_<L>kZ>%>&xf2E znNkWG!UbhP5Abfx%yjUW1n9_2(84@OUp~J8mQJgnBVCT5F%oc~q~~OUt4`2C2(T5P zVAqvpmL%pvR*F7uUJJ?_WzdU59KkbuAdv^_z{5X9hZjQDh=EQuPEF2)wL%o~pwptD zW$@5t4<(5?kbV*TUQ5WnjAzr@L4kL4PihXN_n8DbL?bx^cAFFUgn@E!N=VMkONDON z1I^t+8hXL0pu5#U!30X$(0S;n)FQ|NdY4SlJ%^BaG0-L{=+RQeph;_x9)+yboSaJV zREA>;WJw;Vp$A!{5)9da32G@qW_Vt0fMi(2kXdnl3V4E9p&WE8dl7hiWi$9-o|}`v z!R(j|Uh)5QYX8fH;Hyxdf>&uN6r_SHwWr%Rg5uD`7!(EyMTyWE`Jz<t$#!60L-rMc zqXrao<<K(^G7=%Hk#b9ON-_&_GNDy*@xxtvAq8({adIYTTQt~Y(5N#wlcj)8xq;1` zfi}owCY6>zCy;#ei<7}tx)-IULejQEaVmK7L;-y29oR=%kPTsw*&DE#pm810#g`zP zKsTB|N*d4sQ_wYc3OS{z>EL#DW=;-h?Jn3BPy^{=C)lyzVMfrdX^;^LInXi-dMJKU zKInQ=usY~5B9N)s4CrhIXj~6`iEAb_e}k3`C8k5>WF9v!2Af%y2wk*)bUt{fOaXop zQb}rJaX~&L#-D-LJST!qLI*oBxu~+B1d@`#1=fa(;Hho}&~;?svLG=D(%cRPbq(@L zAZ>=6#8Su*E9kHraG3(iAD}IUka^S%;BoMa%@_MFLN2BA0WH7+1#UjH<CU2RTIT{z zpy@^VhrzBY1#Nu+`{lw8Xpg`hy0ZZk)Zo=(;OGDkg(YW#+vW;sMfs4sL?FkNTm<h! zQt$!~5+zna+OQX!FM?0tP<RFIZKo9_=7OW}!iEc5FLqq)0h<cSm7r^bLD~Q5L`XXi zbi5<jk=LhOpLZRUM8O664#@O;YHnf<IFQ~fY6YnRjZQ*)$e^(h*qWjw(7^%VP|AYz zs-XLwUo3|l&JDhbFEIz)*;4S#$b*d9m8O>D=a+y7lamr5wa<}>haoyVGSf3)oic?t zkd3wAvq3h19Ip@#NdRs|u(m1e(6cn?l^(F`YN2%(=r|&<#vE{O<U08B&^NQEfc&Ho zl$eqUK1kxhj(H$OE{SE}Vii9613M=Tw6SO!<bW{HrKYfj<;jVV1Dg~AK-Y$X6CG&o zsv9!AdlY=-d}c1B51Nu$lnUBG3@&AYJ-~|3x18G!S*`MLcOzs+eRh6c>CyS%NCPd) z1dS?yq6V}K12jGiN@tnb&{8=#5xStQ3^Y3k9tU~7tpS|MK&J+Re57z5e7*1EX2^|D z=Qf|)c@A<LoM&z>bT&D!qzJrx61H<2wCo7lN-0WB&V(##cFrgQotu)F2OBbawFP|C zQhreiWLNX`sn=J61GP9Ou^1e+3IX8xw2RFbwp;|S%)UPL`dqM*fYc)BfiSs=xscfq z(1jY1!^$DU3lG-yJy-|Xq71quDiL}qsdIi#X>JnqP)N`L+eOeD;z5&rpmyyA@O6I* z#buyS1KkS@I)oftN*jX0E;%DL7o1%463aj*b3@1T6oNCL$9KDdZiNS_4}c7TgAzC_ z6@-Jv1HqY3p**ny>=S2?AW!giWW=QapplzmNLk?up5{<+fgC85p9fzZ4eFIcmhgew z7W*K14pfjqS_--O$>0qGiAB)u&lkXZlR@tC^#%JZIlri=6mot>aY=p=q<;oEkr(1H zP>BWdaZV28$U=n>56@t*R6$}9q)DsrW-|D$#De^M$beZ=W)7(MhBVV(?F1(!P^3VH z56e??l0oZ_!AEc<gI3PuLEDlprI5YVuXaH4NCBu9Q3PJ_@MggdaDptzht42__I#B> zRusM3y5=?5MH!&o8sMA<TFFoZZZjt4fO`T(;A0o^N-`m%&Tn=v0oNs<hED;g3k~vO zesKnPU?wFIb}QZ#=#Xy?_%I!CUdsY+@c=1Tc+&zd!xb_>O&)M+fV3_^aRGKuaZYLh zWB{ZfF*zG_7X&!WGmAls<H4bmS`6t5f@V#?#)HQ6AQ?fyA96O7LT+j?WDySN6cb1- zoe0`*2R6$k6?EVQcsAp4<HE;H?O=<2Qp+=o!3`Sl<m6`1s)!4FFZP2a(?G+=AXaH6 z=>BtX83DS9GBX9*J}fRtECL^8myucy4s^$2$Sqo%x4Z^h3hIpJLyts+ENBLm5&0>Q zO41LsODP9(OrSzWYHAv!>+F$OR0P>Mm0kqdwds_T51ASR4U2+9G}AvAY(WWVDG_vj zC^HYVMiOL!!ga{qzDb#R&_#L*Z?-{(@`_W7GNA*UnfZ{3rqVpftQn{W0QN<G3S=>& zf*WMjtb&`9C&*T(pin=st>vkpt~@wi&h0(7AEYU<Br^vx(veqMR1BS=hYT}->spY0 zg|}1ofMY)$RQ!SV7J++q3Xht=mji%mjtgMJGE<8niTUk}si5#z@B)=zU>2x&fNU@* zPRuC-FIxeNJAw}01F=9`q#zZkf;YIWpOg=&+XHeE!TlnIjKty$@T9<t{gB;T<%!Ux zgP<coGr^T`Win(F4d`e=P>8x^f|scwhCwo*+YvKiJGNhgw@HJpIRPinw8IObjSBE0 zTu2^DO9QP}$OAVqO7lQHfXsZzuJ*(<&_EA3L_v!Kz@ZG9?}If7^Fe)9a2WbP>){Iv zFM`hrf3gES->TpXIqa?(x^O%blH*g03n0TZ;J$DHbOBKT_{>j8xnEEU8UzCwU6fe@ z?n!~~L;(pT7DM_Epu_6tLKh2HfO<O+voAJZfSlrylv)g3&lZxOn_pCvUk-{01t(A= z2;!5(qRhlR$U1}q_?eVoDezem(BuMYAVJsJfUH-5O|GWq7Gy&9AHQyaERyof$pLTX z1_yO=QD$)gWE{05<1l1MASo3R9OmYr#Ho;;lMlXg=*2FurJ(j_CS;)J=>*8>vEcit zLFdkbb9rfAPG)v0qy=+fIY<xqQ0L-O@Gz8%rz=<$s0WmrSp^P_%&Np9NVn(kF31=g z=sM55k|OA}KHiy-y&O*=cMFvz=7Adb;Bay;g6?Hea1Q~cwc=FBp335U&|nZq$%Rdz zatZ8{yu(W%^Kp))dEi9s9}dZr1*N$K*^mXJ#U<dn0vv`#kOLeqY`w7g!WQV^7NGj8 z5|S6vU?){STM3z;1)T_$1Rl{YP0oO<VM)#hUD^g6N)Cc{BVb3|g9fHRPE-g64M>3F zBNDV49?}PWwYlX@TQ4}zr(_nVmllI+5U`@4RM4F?;9yKlE-cL~g028g1}&ljx2&E| z0XH2}pzVaR%;J)KXag!2d>Kh1$S_cy1?g;D*aSKg85CELwXcv%CmuKNh9Ge06&+rg z4t8yEesVT6{TJmYLkiHO)MU_Im0<Z&(8)U>vlNo^L3;!t>xuJH%c0E!h4iAtT=0nO zi-jvdzId{u_xb##FB>O=I10rXkW*eDCV<Lw#F4AJKx?7Et_e=gC<iNt+;jmw;1RTs zA9O$zq{FXpz76akU(hYhU>4|T5^$0OUAO>Vb^EvhQoR<zBO@^<2ioj%1zpDho+yE8 zuFMCooy-BHKuBl2I5{IPH3!midbN2EIN7{j4ypD*mt>@;LvQs2O^HK%l#^JLnFiiU zb$BJH+5i`Cu)Z~TzWl<D3mY%&1KSDisDN2%MTzM};ATg0X%T3DVrE`?4rFa1=%8%S zVma`_A5$Z+BZ^BQC3jFNWHr2k8)yd;IOuZo^T30d<@t~$QTavbiFx4FC7=KWji@!X zKW+pscUB0_hgNjpY_uOVE(Y0Nqu>W!b9!O=1;~=H;sRLR4o*Y;V1JdAmgIvfP4JMB z0{EIp(1}MNC*~JH&)7-MPX!$l3)*-FN|6enx$L}jaLoq}v4WyZ(DAgO?41WWv8WQf znZ?Nm95A4pS|GKjM?PpQ17vn-9`q1VP^yEZKXAt%GTvGMS}>3d+Vuf4GXt{TLm@w> z7<x&#BlsR7a9EXPra}T8oKN<F{0|+uECZzz@Oozj*Bo%`F*6M^%$=T?lUM<n5CqM> z7DD<;i7B9t4><pZfZ7b;>N_(n4cw8>1Rv@S^3IF)RZq7=PIkyXye%&edb-7tiHE_L zin?S%ruYjo@=Nm5ixLYmAoZSOIJmhCTI6&Qa`HzyXzmFT?1=^7vw<L8a0Peh2AT_d zK$G5}&{9awhg>cZ3NE_AZUkNJ2H8oHSqvKBhL$9tBbgwb+T1*7HR)QB3c1X|7jkTh zYi1s}8SrHPLXd|Pg7VWLvn>j4iI62+KCq1zX{C@cNpSbS39`5?KNp&pK|@B6wFID8 zdeONFoES<#%^T>#XqTdVNPjOmAF>f0blf~B4J#Cb)?`47CWR8vh3nA9Ys=$C$o3!T z>ZYK4a7FOEb0@f<1)WR`y7Le^xaX7#nN0Oag<eCJl9>iRH!Kx0msgybo(DdIBo8u% zb-wxBc98wgIwrnYw(IFW$jZj#oWxwnijCJj4X;7+3TcT+r8)VK9hOCqn?s)UG(u88 z{PcKm@2V8EYYG$q<&YVO0*HfO?1xNTRVIS>5|rjZ;^$(+#qJA`(d6Kqd`LYKkeZhV z-J1(KqpJnn6IRGg&4et$C<mR~kpV7`6kI_~Q*fjel;%LUuBH`1R;+-sLuN{538b;$ zkq;Rr$pl~50FIer&?Uamu|elV=zjUM{37tGkw@UILJ9$nV5Oi0RgekEm&y5{b(Nsb zBIF!<g^)_f5}r5HCW2EUXo1Fs&0tsMW)`PH)^1&F1SQ{#P0*FG!R4TPYQf4ug9(X{ zk;Ev_(bV7s?hIX(5t3Pw2x(z}jvGt`ja7m*1%t~jF!SiV%-obraN(7oR9phO6&akx za$pyVBxitfeqK7HjwvVxC-xA3KTsq++`SY;DFlEgs}yn))4`0))Y2mG;&FwH(jrjJ z3l4?6)O65-b#TH1-!u=dl)>qvGQTu09add}4rGS(ZXja@ARnD?JO{b@ECqD<Gq@~K z2yk%&`v5c!4PBm{TvVD_46YUe0zldli=kPuycnD!K?51!WCq$53NDErH?}=)0&fde zNJ%XN56*#3HUTwIKq){W8Fs{+E4V=pj+XMwJZPuq%}hv73A9`XvJ6h4I58Kp5h1Y@ zeD4ly=oB2SyDmU>D}zq?0UMQ+4_!V7x_1Los;8vp!G@fD6LTRg@+4667&fpKk^#H@ zC<C<TI5jU3vaGteBr!WRBR>apxGC7}rO*Y67n?6^y$Ct_%P|Rj9S+ED(Av+YCUC@q z4hsU;4<K=ctkR-PNbD8lm!}p%iqWb}=m2ARYEBxg4^&zJ+CdGDgxvh2d!Q#<J0}){ z+Z^DXL7-Te@@6jhkcr35kn1PhOH+#>4Jz>Eu;3QllYQV_BG0!j1L-KrhaCG}3OP4e zAr*AE4A@VgRbrqd_jCbx#V~j}3DUDD&d7(HRh|wyt{0?6Ase#)I4v==BqOa9GN0&` zT9ld#UXPiW37*w_0A3DRnhx2$`*cI^)2Wb!-eIYbCPi6MA~;opo64Y!yJ82(jSAWM z;2qa5ATxV~rHOgaJ%gaDbT5L(XB3PK42(cdNiBx#QiSXagG{c0ax`f373g9xa4twm zEy&5Qgq|Lel9~oOKMOp)3EC0^_I-L{BKSBpB~7pfP<30Jn+feKf$n4lt#1Gi0VxzE z=7AR5fO8(?08ennRWJeH5>o(a{VRlkkJ<+t23`}M13hvLx~@3~GV50c>XU)m58y1L z0NSwy$$}+`kW+d~LH9hAl;*+4c!Cl$K<)+QB5>>~Bp-#QlDzCxNQnwsDg_Fea>#KD zpe4cJ)CZak1`kat6jv6NLZ;+EN9|qM1U3P5BqFrXP0mOKugFtyOaV1q!McM>U<-s( zAp5x?0SuD6umd#W4zg0A65KUQhYT;LK=yNhwiH7SAOP(i1BZxnMq*}BE~E+e9J(f} zG&K*hh$k^G6Vka#E`lCsm<k$70_Ud!(8*?pS3oLL1@~0QjXEjd_yk8tF{rsw0$F+h zIt&Nabq@h$IIusHib_iobHII=w9>qkL{Q5a)?^3Y!~$MHashPF>)s1HF7|_hySO9~ zdfgqkn*^CZNv_Pv1f7Qib{KRO8)TJWZYsD_q7Vvh$7CcH6hP8wDrDabxSY<+15H|j zq8{w3G|=95@M3PzG$Q1DXwV%knR$@*UomK~22zZ9q$U-mmP378R0h2;S0M>H`jrkn zF02%^4FNo;2D(Bu546w~d~^m_BWPbZ^p=6cD@!0nVP0lQQGPn)=(|_jAw7`9B*@~Q zGEhGmcF09eVqP|My?JmdbbK=@H4%Dg=O)Nn?6Ulv(mcokUeJR^z!tma7NizI4|9Xe zAeMppn&52j0%^u5xQBv+v;=(jVJ2ijdwF>|SP&FlDWE6=>3GxD16dXZstG|UQ6Vp} zxCGJyNeAr$0|za*sSUY*+aocr7^E>WA99Y~xsB%_WlTX)epV`^YV=4fPt1f&>w->A z%}fT}Sq4f33dPA8kYF!L&CQ2h00|nK$^_4gD)@$i-B6I9R|1({S+Wlt)!<3Ph6@`m zfSYs*>7YUydIU~EBJ^mn+<Z{;46-vS7c?H73%Uak<Yib&ya2wV>Di`*&*pT3dvA$l ziJ3XjP3oY`mzfM+UHfe960kGUKwGlGEYNr*c>X0Dylzs#DFocaS8&Trg`Sm>Qk4m* zpo>B0m!*KGJr!Oz&3N541?+>I)bz}f%v@+8l$i_N(0^gmg}q>T=&(F&GiPybB6JKm zED^N70UYy*IpDn`V5dV`k~!esFDO0~(xGFVuBG5sXlfob3;X65!JAgeiJ+r_z~u+1 zwE-HV1{>^IoC7*^8Wh)whnFAT3S9@9nwMMz>DA_z7H1UY=jVb8%(p!~pukGWgrrSy zL7xd(Ef)^!pn%;79)?WLEC7v`gWc$v1F2d;MRE?f-@B~=KERxo30*^84%vqYPB89? z(3>0bQo*OE!rB?Rsp*iG3}~|>XnYB>?hCSL2JA`&56CiV@Kw*S8&*;whv|X}D^S8v zNUg|71T7$dbh$3fzpxLo*El&d1w4eP;1S~M16G-wUr-4?@dy-13c0B{`H(%Vm6?zk z6!6{R;O1L?aYjC*)%<$%9&qp`mSp6lmO!dFcgT=i8hF1rG<Sne-YJ5vQp!tB1+~G! z!4(Nz3RaYv23_`*11iHn)x3HLI9;ZIPMrV;RLSARkiq!8e9%#hkcN>$W(s)d_|5dS zAWd)Ez`Yvq5GtrQ2boAx0NtFMUj!aUyRh|Q1LRtRV(3z`q}1YKXtx`*QZ+3RysHyj z%qn<SLKk;{ZoC0CY?7ddV+SWfHo^pCLgsH>K(jyKfCJ5OK{rNRm;{=t00&T6W*%sJ zAUGp{`pTfm7s&eb=X1KBc0hJ^fcB#2KpOfl=Yu=o$%&8)cak&9GIKJkz=P;uTR`r~ z1+Pt12=fI6&*7E1kcEs2DXCSEIsnu<gp8Ld6zAvUlt6QD3Ha=2Q1D-$aD5esPAq~( zQ$~JKW)*at8+3kFVkUU3DFb>V$MZF7p6qA<<qQQ^7m!8;7s$dOg*-@k3SK7*at-M6 zSICZ;w9F#Nk*EqjnUI~fps@|mq!M&wBPTN{wFpwG=78cFl7B$Q)j=;6y0GbD_XWrW zp1B|e;MPM%Y7RIoA?MtKYDlnqj7`BOa6N9?3`z}d(3ShCDbSG#&^dD@u;X3cOmBI! zX)QQ*K-2cH4Sqg}#U+rT2!-I%0#F+Ylnx*4*!o~6<R~ZS{G$9k$aoy62r4ZGpAV}5 z9<thg0g@lyG_83(uje&5s31dRNwD)zi$EvWL8ApUcRm-gsSb2w6G-{1trI}hk(rPc zPKW0tLHnSf75k~+f)3=<(qi~<Rvu`07IZEiIN-xQ978~iOi&&LC6)ZV%3SD1^}PHX z$l7GsF73Q@P%y28^oravi@{AIJtzQaRwx5y4#?>UB}IuziCN%E>v1Evo>A~mhOYd3 zx_ko2q)Nz;ZApGPWJi1oG?qZaD3I-Z;F1}1*42@XkaPGHiZh`{GNwYWi&sd89yAUb zlmq!y;mynza5RAy4JH;ras+6rFL=-nHUk}y4<872PX)Cb!Iii|`ccSw^ODrOJm`rG z$%&v7wm>E)mO`fogF(GsP_R{|=0mPdR7fr@f?jUmmJgb02C2W;eE~8lkd~QNk_uf2 zkd&VTIW|zCItCO7Yqo$>W^pR${9I5g1eAUhazNJ#fy_`yN(49j+#&l)-%f>`hhAKs z2<{^*cxNO+HdcUIi=bt8VADX096($Apa<F%C+9=Y2!B2e<ZJ~)OH%`I7?ptcr9n!s z;={Yaqs~wJ7lYm4lUP&)$*7<)1@I+yZ@TBa?t-k`N<R!aXdAS0x+D?YeFS+&UmxV^ zr2G=dPAt$IHMsV9x(qT(;s-i-5bTDe(mcq<mt@c}pWr$LR0fxUDo3#WpiRB=KuYsL z<4j;7Q2v7Cc+lYv(CN;s#By-$3fdG=1erMm*E<Sj`H+RmiAj)wsE4~2gZqZd*1TQ{ zZj0vULgtDdtOxgJ3rit+GdnXc1+;Jm<ev)@LHSF;#1NbmbMsSDL3sz9*g;X01F<P2 zF&DgX{O}5Jt)Y;dkpmfxS8&SAfvmcJvuOr+D>mrh8L(%I!CO3Goe7uJoD%T*UxmC< z$h!8F)I8{3?BvW+$SQvD&ER>-kS0hHXtM`sDH14%6ml~mh4RG~&@99Si1&&Lz&$&K zl*DpyF<4vxiRo}pA0JTkA6}B2k&_9z)<L15w4eao)i#ITE%9I-wAGiG3H7FPeqJ)z z?cgH~LHifMp#tuAWI`)X&`3&NKBTDu%7OXCkcvy86tv(49E+e92z0?Dcqt`lZWR)a z&WXhkMp7nppMOXuxY~NN9J=@cc2i2x;e}v{mkr=!vK;-qLGkpsaTX{vQb9*?finWg z1&Jk@uzENTy0_)R)(d+sHiI3L2wFf2(xi}-SO96jr6p#9&L9R$ha~1ELK-yr#mSjD zkg_c&wWO*9eiL5-sGpJoX>TcHmFA^GkGl&fg{<DmNX!JeP2t>jaI#5BO-z9#iHrRg zz;|7gXC8rcSV3JV$a+16bCCJ*;_O7oE!!c^U^n_^=0Ub_W#lI%fd}{>?phAH@3AN! zw1N?AMPhDddOjqdB<JU4mF9u-2dMQ4I?fP&OKo0$8KhB{SOyK3g8b65RB%oQok;~< zl2uTYnhzdC&wzHKOG=Bthi)kpLr((@&P#+e@ZM|yZ}82{%qxYqA4-Z6LHA;S3Wd_F zBakaTQxnsnwG{Mv_k8G$D@l-H5RgxkKrsN)1sexQJPN5RlRy))kUM%aOF(4>ND*jB z7&yL5GKxU4kq13_3^c+5%VD4#4IXG$0FB5)lG(*ZXeuZH9i;%WSD_>o(oiZ%g+x1e z#~JwQM};)dj(t#6`a%238L5e&IT(-&6oMgFZ6}pNn$G#9B}Ms=I_1p<@Y%r%uUA3V z{}q7_7zW4Ft1WY2`)d6XAvJh$YA$pFAtVE`HzE@<3j-SRfF`+%O&2zRufT;=tDuw4 zAl`9G%mL3BWJ6bgUf6qK185^L*kfh+&<YK-z7;zB4jvc)m(Ll{o0UPkbJL-7?Aee7 zh1vO#tN(gefbu@*UI)k=AgFj;204}}G%pi0fdpwtx`5Z`flG$u49Erd;1F_#Oamws zfL3*a{hydpmI+-%;|D&k9;^wx<|(rXGXDpv5kdF)Lb~jErQi`YQ!|i(iA6^s?L5$3 zjF9z8psTULCWCG!ft;2B>THAJ%+n9D46O{*2~LD$nViIw6hy<Q7<6J)9;EYpVc&&q zpaXHiA?H*Iy$rdi6cQr7iO{><(jgU$lAfL(xF-QBZc<A!L5)Um=}}Nr1sx$wgzhc} z1)&1ue(+3avoJir2sHQyH6RCijt_WLwmd%<>eQlC(9|*5&>YZ!J=mO-#NrI_vS3hf zT%UP;GFaX<u?Vuj!3o^dSGchC;zUqs4?P@aGdQCZCzfOugO5xAbMw<mKtqbT&`wt_ z<kBpVafkQhWgiAtCy7Onh52duIgo`qpas6*)q3DiN-Qmc9NPlg)s_ic#SFUP1DwFz z^C5fCi%W{2N!=4PZUc@j(0yW%MdJ!JV6&1-Aqz8$Qq!UR3(!=18D!KKlp`;Kvyy@@ z?6Nx0{uS7fy`@EEnebB?gHu80xq=J@U7Q8Uo1mo-DUb;!(2d;r(CLqYeDF<SAhn>& z>%apWpsnX%CuW1ToI{rMq=TA6MUb7Z#h?Wx=^5Z!KeaeD1G)>UG8MFr1)5k=p@Uoj z8Tp_i-ofVQCgwqUrx~Et4@H@fkjqa7H6x+JQ_t4y0OhbZ;1c!12GE@%pmh9nUn_W^ z5wyM!bd3ynyDTXF6+$4H<2hvP6@0xJcnJ7$<I2a4ke+T@eo=a68TkHfuro@^p@oe{ zC1jN3!d~dcKkxip@Q7(*UJ7KzcyR{gM)zXq#mx$!%N#-WCYF>yyEhe}Tn8Czb`J;z zTMz&pIV{Rdf>w~P*G_mdbq_eBgSME!*RFt$F@fxedo~x6tpiI_Qz2t(8Tkc}+N}8S z$|C5@E@-(CD1Cx%KT8E4pQuofQwpiT{mW88OC~_BQ+V7s7wnScQb>PA0aW_J&J+S4 z6AoHU431++R}<{C^wfONA&Zbm2G5Q|&pcPS0A3ZMP?QQ<#RX~FJZ@}y+z9D6fDej+ zY)S>q(}2#8N(6N`!7dE|ZCQk7^E}YXfKurBd<xF6X#vo>SnwU$U<ZMAs2_%`1qPiX zQUs3plGNmkJlF;ou(_c02uYftTW6ukC$S9DP$*8!DS?dlmQ;dH7XSwaXrCvTQIZM0 z8R5;&8DIfW>k%9RpnBtCKcpe4P?Qg8swWnu=7HA`B^E(W`Fh#`K3Lbo!@~pYIOHJ_ zNR+vzfYv>L%`PcThRl6}j+q13jhWCrJ_^2xMc~yXZ>F}qX_*6xIA2)1)ERW{7$_&a z0Pp_=P4a_H3rK{TR-BQT20lm=w2Tqbhfgenj5(K<g2N2792HdhUF-o>o1k3uY768T zYfx(yGzJOTun3x&C@q3a_!O5Gm8F7)s9{TU-HY-eYe8Lep{*s*=GKc1;Lrjspa!kJ z0=ZlvG9PlXVh-pQ3UHT7!Os&M?`frZ;HkSz$WlQC5732qCD10HDYTDK3Oc0~x@syh zFF6Bx0cmn6_&#xkVCMjEtowpa{sfx}nz06-#0s6&OiC;QZ_NUYsY5Ed*US5$#}g{} z=9fUbCNBA~!9&mpILPIxB_)vIVo>2yR0>*T4+^Z*ba1O8F&k25f_5{NLZ(YH%b@r9 z1b_}OgsjoMu;s$03md?p0$O5KlvWBE^GeN0g03F~pIiw};02)c4x4JvOGyP6Ir&8; z(8I0MK-Z{%$CPd?zX3VE3v{^`bRPhC^cU1V0M~_y;Pb%}OTp))DEO8_#)yg&b8?~E z89*zZz+-jban^a)SAboRoC7;#ULiL#H4Eh3XH)ir0{C%b%i|`<MyDXq>H$y{ssPGh zNswKa3So{AWm6tEP6O$Cv%CXD<(GiR%yn$^!4~*sCg(#I(1I?&&V=sEFVD!#fnFF@ zlv)6q3<M{Cg%VJA17s}t%y!6f8qhfk>4-H@3KuqC*nMHcg-xIsQ%EU=G{wF0!A-!l z#2m=UK$*!I;J&Uxa@7&=c3OoC%RuHT_-2+QXMnPka}X#Sf&CAX0C~4@893UCOG@)V zL*yV~1+UT^$bRcw*y*ML`OuZkDWG$=!HP2TN)Cfh1yXpmdBJOtxe6)yN9Kd&Qb0{Z zsJTVpGX+5Mi3J(?kcdwN9c&GDe12&$wEY3Og9O~aQE*Fylx?6Z3!!69;7R|CRLE2+ zXf!S{53~pi93UR4x!{;e23>gt+0Nt*ZuW!6Lm(qg&N+#Yl^@T+F|Cl2SO(35Zz1i9 z%F^6i$ZRU8MOTy$TH66O6|^wCq!irQDatH?jPXM+`+?@z0?;jH<shddLGRXivjlQN z8fYRU6EY1~T#}fQSqe_=pb0cczA6R}QWb&XW;3L>Tb5Z2sagvXOEStKN1Q9<m8O<K z&V_>BoB6mIJeu|rTx=fRb{MkW6Ev@V0kQ`!IW;FW3AA1w<SLLjI9@=vGJ)F%3htmL z0Z2~45mMJHc;!P<Rb?WiBy%hR9TWsg&(M8yAk~K#La!%DFG@^Gf()>Oc9?*o7c@=> z9^cO_0&l-ixG)bgk)YrP=^bY#XFx6@cn&#=*e?}wv*C-G^TFA<C>7MLhLw{kMTzB^ zdFkLfqbL)4?QeQcCTI)~<dn3`GH`ntbms&#<AW@KTuOl01`F1&@UjVfs(WTZ0k~hD zoSiBFI_t716*LwPnlT3LFoT3lZe|Mfa)RQ5e8}i_ZfYgOs**&AdlV{D3&2i>p0);U zpQJ;VXDI|huF-tn4Gx!d=m|~=g{7&bkp2>AaK0!7+(n11b_BJ}Av+*a^HLxa@FA%c z;41F$o=WIU=V8cLG-#YR2YLkOn<Wk4AtnXbk}e<E(v8;>K=W>(kV;O>gCw2+$Yn!` z1<-Vxl30{jng&XIrC<e>d63pV=#&kx%U$vz2c;>bWF~{-G_fQDvZGWXBQpom*#db5 zWQ)R^wq8(bQSb-1;KBOCQ!^nOQF1{CSmq{{WF|x619m1tL1sm24kX;uiViOY&)R|3 znu6Tq2Hv`SVK3xJgpAZo@SrGcki#v%C>?TiRT^yaI4nOi=P>xJLk0JuROmeHxsB&r z&qIpzqSR!__Q_{cwt*}#H3Yl&&Ag6Rn-_ot9KmgRg-Xz-OHh6RUpEIi)FMAEtr%h= z=u$9Pkq(|LYXp}Psd?bz>A)cokO=N{fNyeztk(b?*>w?oX&pFRf)k4p!E@>t8^N2f zcVF0Wu?e!xD>tzS9P0{RrMZynITBOyi(r%6`9+Y7kerd43To6stj-0M6_sFiNPZq@ z%^bK=DuOJ|@F>kIfpo0`@-rdFfLz#oVFNh*f-7TC;}aYb-eA38iQ-hyphP-kGj&EO zc-UW|1k|;Mtl?28$%j_SDd0R*3{6tSrMbD#6}q4#T@0ElgKiT8-M$7{w&Vf2IT4bM zKnL1i>;#8eP$qbT45+HR*blBepbKvy4K>Kr7i7&u3F!FXOz8O+U`OY|mOKTPf{r}_ z8<-EBFmwl<`2h}*e8|{WQYKU;HMan=*ipgU2o&LvgBZaLEcoR$5O*s0WagEEk28L~ z46@Me&88V|=7O(eRY=P(E{4wX6_%zJfhR!Tv@HZhHK?eEjPVwfRzZ$ej)JUDc-*uK z?8%Z0kY^xsdJ4`?AZLI^b|KRa7eRMwLV_pQ5pu|~Up}P02I@&6tw~5u%!M3j02(O* z8w@$q7}`&A$%LHC2U^Dmj%(0nv}8zhfUe-qfi$9up~t<ZfKKrM_2(hoZ-o-jv>GS~ zbD>A8fDQ)Ffh^d%*n6?*Vl&uK&=pY7dGoS-*x+{A;l<!!2i>d)8Pj$It#^SPUy@u} zl$l=)TgM4n^#BTjmkl#tEM5pMAX8GoSG|J9;K6;qe9*3RkQ#+x&{6B4P*%uIgf7G@ z&d5&&jjVv>voljuAXR!QXdt7oG%*`8!wIT&GodqVpz~QF0}=Be?fTT5)H2YSKj3_j zk_yh&&`|WvEP)gePKm{k%1^-sa>*Cy;1_VHgDx(Bol2>YmI=LH2(-iky2J&v;OSx$ z)YZk{K~{xxkjtGw?Jmek0Z8EwQkhYj3mF&;$p^1qJq+GirBIp&tEo~;;VC*P5pvr1 z+o>yGcXzz*UIH>8F&VnCT;UC5it_cghS%F#z>x;Z)R0c?qlRUV8kT`dLM26TX#zgx zu^8Nx0<BQI*bOo(Gc_+0vc4QT3zv3y4`j~4wHUJaRG|P;%BLI#PXHx?j?{pN<mZ7` zkOV;Pa4AYHDFP=A@O`78JX@ZT3hu^$E@6Odobky79c=@WQ}9WIOc<Ad4h06g54^b? z+6*|i;~e-lYK7ub$g~7xL-xf!uqT5+Yi+>e6o*$pZl=sEN`=g#6@wOUKra@!u;aqs zi``(`$_|5DDT!&&vw8AMO2CyQ=zc|T>T=A0-i8NSXamX{p1~gAfi=*qI_Ty!$oOS; z2{`-|ic<6P%fM->0K7{Dnt-xXE5Y^Og{`1|D%h>5c}1DYkPtmOA9@HuW?peBq%Y_P z*)x`$n4JnK3^Q|bN<mo_<mwr(mx4F4D<ozXfltKFgq|-4T1@~B*@wH=L*{ggAx&(^ z$Q}6P!B;yryqPxv>;&+!r8~h1IxQcxPN^8u?gj6D1+DT2B?QpQAxMWGG_!rN5hSLN z3%%p-@Y=LYaN<tNhty{`cHV^Sen~3IFM(X_oCvym5ws=|9GT7;i3PAzY|9|Ky+K|| zEruSC3EK7x*--|z$S)OgdFD3An$@h-L`d3-bOq^3hV7Uw&C4u-6t0O$kkOIg)FQ|Q zfsieNpmi|d_{>dAh7{e;I(tFU`E<`#u)9)06Q+=P$D&f`dLQtfpj2>iq>!AL1Q|X+ zG;$zYmKBOhQ^0Y5edhJ4*TJVYDfp&B20awg6Z5LTjY`m9bso6NDa`}*>cI=ezz#|( zErM=Q2d}dR?>v9owF9#27qp@o(wWFhf$r|z1nv#wmt;WNj~<CB&~r`-z>y3dlmdCo z)z1ZNe$nBT5QlDSc|CavDAW}EAO{L8Sn_J~0&qg`Nh~db&SIB6+&vqzp~MM%cQsf; zXfAlnR3SVSawbV~Mq(j!gK}_w0c1ir9kebCWbxaHkhT7x@&K&cDF?D<uqZVRwDKIX z1|umoFF7MOu?ReF1R7U>l$PMViXeA`cl<Vk^(W>*5)$aZqD;_!POzw(izCRkHw!m_ zlq(!wRgwxWeXh^E4qiF&bPuF+mIT^~3kfT~OlYByngdR)pi9-kZ8(M3o435$3~5xB zWTrs-M!}%%9N<xhf}GR}P;vwv8w4p%K<iFnb5x*nI>BiuB^5N@4Ov=oVFzf?5j5xq zcC9aD+25Pi8DK7S2B`qrz|SvEECqKD72?2U2WZ_A_<{&<-UQvv2TH#XJ0N>OKz@ER z7v^Zt`Tn!O=Mf!gg(TOM!z&?!m58oSK4i#M!5O+m8MLAU(ll^NEh$fhblL*IgMbQo ziQo;P4|c45umiH~I;jYHU|eQ$MhT>Qb73Cn2yw6zok}xvK#RG+PE5`RtwRQ%yz1)@ ziX(*!kPWZikj*4{iQtG*a47{B)kV;g!xd68^TF4oDmX#Mu1gXtz?;?;ilMWR9;Hbj z>z+65da}FW<u1rzGicchXni~=NI>00=;S7-=MO2ja#BGHo50~739VdQGE*T<Y>*E? zCl`TY7j)+w_*}+t*tHd)VZPjg5=gxXT96DmNbvCHEO55T&P>UJ9<-ldPyjk346*>^ z*=)!P(!Bg!@Gb~bb5OWk?7!FqKMN{1GX>nD1$oCYFE76obU_rz5sAsr(<AcpppET< zQqU2^;IgBjC_gDD72LxDsZ~gZ9;mAjkP4Y5E6U6Rr)*GX0J66=DYF1n)jwMVj)=pM z_3+85klRf_?N;bbFA7g~Kst7%Md`3}V?hIJpsj@9B$b$)Q3}brkQ0j%p*3=FCiE5^ zm()CP-J@`^AG#R`WE9Bfpo{5Y!#L%MdFkLz5vU>r?Hd3$e!&Z;LG3$8IrCvYq&^1? zr9&HV!5N7u&|%u(MCe$XM`lS5bZ1EpbOB*8C^dk*`eyk=aFBtP5tf6mvxdx4CFSQP zL6Su>_!weP1So(?<oujW$mCaUeoiWQ)e9)aT%US<Imoy?==JOcsYS`DnPt#sVcFr8 z;I=?wP6_m0Zg8~ZL+8^J${^#O3RUHa;L+mDD)2e+N5NOFftFU5Kx&u#qLfs~1|jE+ z#G)L~3MO!B1|Rwjaz<iN3Ai!#X3hc-SHT@RPhA9>Mob1*KcEd2`H;2(XmmC&6S{7_ z1au!4Xr=;Ggn*q_SPE%oX5{CCo8HM8iMa)!O>7yNkiKMMQBr0J*uigFAv<d>>;biz zz;Rienv<4U3~9I|<v`Yv7lGQs;F1e+e?mU=Y8>z$7V!3te(>;HDd<ur@PZWuS7)$k zj(L?y`6=M>K+yUikgqdSL5tDBvY<ouD<SJew!E1>0qoifn=UrO_C|xk;_!0l4G7-Q zBmh3!7?kF(f_DOf(-))-?3)i7R0e5M@F-0LDR}{|VM;O}mEVP}pz&9b8$fdr&_NN< z1#}R{fTlYj9ess7&;py{5@<6vxBxPPrr?(f8HNO%3;<qn^JMp8kZ}smpkxR(B_*{0 z)DHp&7U;;t;^H*up4qI@Jjmg{xv3?INswJFUXbGW)%FJPBupu&O9gFsLi#w#pwp(H zm+XL2G3eM|Na>ni4DO-6YzMD%dbkU`zvjq%NPYobz5*`70upl)A?Zh<AT<TLxhS<F zF&(y$19~D=5u}S)0J>@ne7s9e4)j!P==rD6sfXh1RLEMJ-YKu=?s>I&0XW6wW|n}9 zB?XVf3~(b<p#U@`50-P!F9FxFX^D^)>jUs1Mp@7k8?!UP9X)W+<>rHnHE_^@&Q47P zl_{XiSq4=MI>@^OI)n|neH&sYXb~dVub`z2iKXD^PlPP#S8ytYEV+X2&4uJfh2;El zaBE!wRHlP{tKd=u+1pT*3Tm@JvRM)MerM=5@x-ER@GWm3mx6a9H(dbF?<y20mO&0S zQ8>IjKN(!yfFc+)N)C34H{^^%(0aN|$S6c{YHm^vWS|GUjsjZrfG6BR6Q+<NCpj4u z9MG)+3MKjAb;x<p`$52mwShgIR0@h~P$(%lIe{Ff;Ga{OTL8UGF95dgA98jPI6^Kq zLdN10vJ)W%C1gGntQX{Y*la;sKIHI;boeoTKBdXf#r_3}DUej?l@C6JL&4bvJZ+qq zmX-=0{!1)^7L87+kTFLE_xxh8(&CIv@VPRN8+#x-Y`_`F7j(E5$U~qltclQ*k%IE` z!Sw~`%s+6daLdoh$uEaZex>9?ZbAVaMhjl4kXZp4bO)W+la~Ui%-+oFc-=MSb?*jH zao`gSj-T?(oRpl*G;r%gAvn+nWH01^0C2K+vZLYU?s=fdbIONK2!d`~gwzQ+u=Rn( zd5O@u?WEM=d}xd2`by~e%mt~5d62=F!%Nb@OJ8;_07cT#+2Dm}j-@G?pf#W1KzB+k zN=ht(w4oDIAV*$-W2!tqCk>n!K=%ZInii0$qr{>VNUu7zq97mISAVk%WO`O&G02-o zCWAu@oPa=A0fD@t@Mbx<i<JT1m<tjC?Xd!B$}9%=-t$3q2sk7%K)XaC>kV`BAxF=G z22R02mz<NBnG2n$RyYS<v!~#cngi)JfLAT;1jXm89UEYWgO=tMK&BiOpnF>tJo6z9 zg#BP|?E&pnfbQc<&OZt{VAT&aXjlS08~<>7KKMwVw==;r>flD}B9IS2=L3RlQz*&I zg^aW*fcEo&d)SF((8U{|yN=VLGghEI+vSji`?_fkq`HB)0<^;m(x?l`NQCr{aubV_ zOQDBCrDlU}&46_9K#ljJJa9h@<OtA~W)Q8ASP4l`1^JL3DtJ^J6p!G%2X<$1Nq!kv z(YgKSAm^Y%cj!WW`eyeU$n}GX$%!ecx!_oYtb9*~HWoqsvSP@}Xi#^l2z2@(EIK?P zyBHtto)1nmAo)b_W;n1p<)FpQptX76cm$ml1{!+=xi2HJv;Z<72AUQGXMwWRocsdF zAXX~)=4J3=6;RrW3<c|VEGWo<9nDb$y2~1(7`!nc51h0ip}PfA=Yqz?L9PIepo4o( zJ>Zn@ng_lm7-X)6DL4?54=)1G>AacR@w#;?=-TR*9dBk$0i{y~U&s=Hfcye*7%CJ) z7VhOkx25GmMyNnO0$rvI$^M|5V?h_7f~P4J@{^$3BGYn8!5u!()mPvtKZQ5lOTeL4 zkY7*=I!gn(Bi$!47d)X>m0Akk*Y#%R6p#h|Ew2~O1$iN}1T;njU9|_AM9D3HuKP;K zOw55?Af(_0Iu#t00G@U&c(w_04t;Sds2l@_Wl|1grwqto(Dei05(0F-Kq|D9%};^$ zd4fS(&%w@wY+{8qcak$;%O)X<!@xnAlUN0Ep#td4ao9;vKACyh(3Auotpn$U<jhj= zq)Zw#pT1rJ8GU-aW(#CS*fj+@)KZ+E3~9ZAotl_l3MsUTEAv1XT!XJ|UI=c$mgYfk z+$_z5EXFJW9XA9iB{K6shueZ;v?L$06drb;MmBW8#M`MWKo;brKrc@L-Sh$SQei1% zu1LWr6|yU>7<|$t*q5o`*ax>gGgBdJUO;C#gS$2g7ZzUF5AH31)`BI2Qh5=i{tZYi z0^MQ&vQ5DkHXj6PQC`>t4rWkZ&jS^VkX6s%Ipx%1*f^a+a3Z*@Ik*2D`0}8{BG}>b zB}Jh1xZv3JEzL;G&4tV*DS-C4Tx<lFvY>s(C6L=YLFFds1o#VEK%r8a4z9((uGoID z8SD<oL@;PT0_<5(4?MLP(z!1NZ5e=eqTInp5rR@0Xv5x{8DIw#SLUS@<>x}I0{I{( z733qZL7=^J@ai<N2(lwMu(T)<vhWz>eb6<_nb6IC3fYk6r9#SK@NV#o)Z)ytRB&ky zO8elAQ<*uLC6K@kN(G;d4f4~AiI77pf^$++3&1`~$xKT-ys{`2a%56Ibe(!oCgjKq zh1Z*RfE^E-`%lV*G{4WcoLd7bDvH4SkrQ*lD~-X?3OU+5vn&(3-xHh~L6Mr6lLM&| z%}l_dl9rPSU3>tlW^+NuIfB>4L)RH?hMvBkm6!r<4kl*ifY)q-Bg{1qv^x)MOfl$; z2QUk?@eo|+CPDhfjzy`ECVdFx3aAyYmx1rzy0GCQxZqF-$;gK+bI3?6%FWLMhZJ;> z0<t-*7<5!gBDi<q84THC=TwxRm{Ohy9^}daoregrIu(3x1BmrtXUl^f;CU*A5Lh4G z&oRUw6o8MLx*mfMW(P+%czHK;eYtmHUNN*a=bI1haD!3@WOv`w+2Bi(x*!9JZ>FyW zmEH=)r3I-)pqu8w0pgwr>ehlXrh+eYIt#R<FgXKMEP+B_A*mE{GW~<~T_DFOfa+Gz z`GFukpawC>^$NuWut@iTp68vD3K<WoN`)+Vf!s^4P?lN*nX5|6tbpa!*PFMzUJ0qV z3-Te0rxcP7?*Rvu!p+tj%fapl%Y<wSR0zq>&4uiYNlq+E2e*3^{BtrOb9+Vk+2G#8 z&1TpbcVafQTrB}@a7l&~0^l}s3HZoba4=+-9Nr9BeF5s)gZ&A;mj+ywDkLW+XMk5! zD0o2T{@fv(S`^#^z{h4Pq?AJ9AtSX2GVKQ1yLhn!<nodt*jhQz&V6um9dwmFv?GxT z8oYs&0-)P`pzVOCliR^L3>2B5teyvM79_&<>4FY}07oY1l;Ql6$^!7{f`V5mw2}b} zK_(|N^T4O$<wG`kEm#5`vj#ct0(jG6KIBv~1*d$-gkUh}+L)9aNcbie<in=5^3$RB ztrn#w7DF29so)0PvuTi>0g1&KiLlGulR>NZz#awdwA*lD8#q8g6PLNry&#}F;K7Xx z#A!v)Wqsf?5Fu;X%0bluc)i&3b<;s1sgRPG3mN^mum`q29K0wJ99H0hE)O(<0#1?{ zsj1KcDL4@_l&p}HlL_uAcD!za6sw@-RZ${zpA~53J0#!dL(kj*t*n6_1rJ)P2w6Rp z1j@*eEhLB6LW2iX1cL+R?G*3`Zz`nM1v(!Dd|dAf$eP-MqWt0#$QenX&H~ugpyhaw zi;_UD25rWHTnGhjWo@|F2tD~2H01(XDhn!z4=)7ws1yz_EdnQA(CWhyNIFe9yfzWs z9=O?ZvlXOP!5O^6FfpgH7_u}c2efer+?iL%&Ih~M7g8uGc)_+MgHIL%U&jG9^kO^c z++t96Pb|uX#OkXJ6W%mICf_gY08OKU+^%qVWjb`}pkHcv33N>WX#E`M5@|^CN-9bO z9e@WZXPt^5eQD70acH4kkO-MQ1)X9B$w#2$*dSg?&VY>EzHFEUa?IiVkh#~y>{RGT zmSaw0aW*&xt1?rwz)mVo&d&#L?EsC#Zvda0{kU=J<3?~SB|}>5hgar6m(LZK7D2{_ z$}&@-Hx+t=jtd4=Sf(c6uue+M%Y$wzD9!~P{tR7MT>{$q0%@)m6y-z4ioq^O%PEE3 zi<X$11li&SyMYL7qGNGJPAYhCO(8e{G9Bau+Fk_Kot^_ti=YMCsmYM3KgjB5*p@GF z?*lSa0KQiv8I-INONv3GUpbk{kZBo6j}bcXP?`h_G0^(&3y@7DzNsmhpabc_el-S} z0b1K#kdv612MPA9#AI-eO-wJ!OfJnSDTQ937F+<HJX7$>hfMZ@rwB4rz@_D@P2fgg zYEEVrc+nE*d}8o`57<;tEGl?Ho7%ykl>m?;Kez;PEakH~kojMCmjJM<EI|o6u^7BV zO2Hd+F%!5@xUdo0^DIbB1>2HeUYQIjL5fm~^NV1CRt&m_Dj6~@0<N#X86`RMFnDTQ zAuBZn+AvDZ1y?GGMbJfp3I(NU;LC|#FYg3Z!55n^?7r9onF~_@jT3>L@n%8GYj6NT zS|yPE-ykohCqhbZg||~%z%3p4nRYpl74Bu3#fYN>(?DeeBw-YlWI$F)DIDDcF6|SO zGcr>_lknj3v?#v>d@K}LaSphX2o?wJV<^ak%(On;13rTrRGEW2yWn^Q4QZBuw~m0* zSaC@rWY1$h=xPzLP%vn(71&qlIi--bu|<bBABD{2fHqfwu08|#t+)hIYi4FcPDEFD zGi}DJ9gscBUa$d`%-jOVv@EDLOU(nVMuIG`QwV|HCglvOb-~@c!+SD{AlnE)N24ca zf=j66EbtUlWojbies9qI&qayQ?X{po6CkS^6^c@Gz>5kM{DZ(T0Xj!IGaa;N6gu)5 zmYSCeUi#yc3Ei+>l$coz8T!iyZ2<=P8B{kx20)8Sb0EvL6v|Vf)l)iX1rwx0;+vQb zS>NppK4T7)M0=+|;;95QDN+hOpf5ZhdJ#n;=nPkIk*bhbo(LKDQV1x@gtR47KqtmQ zTiyP7C5c6u;6+%O#mO1abor)xE-1`F3xYuI1ock969A6E!65O6yW7ECr~CqNvI5Tq zf!36RlB_~1=&UQq8nUN-;9D8pzze7qToN-O8(l%W^}v}{!PE@omlumbmSm<D<>iA- zD9+Bz$$|De!S?|`I`ICG6V*V+4eaUx>i{)qKsvyq23s%e1gEH^%pz!4HnAwZG!r(z z1RA*M1<f$QcZ8-CWu`$AKnCPiGjQ@wNzJT)9Qg{q<OVDjoC>;f3Y?;o6ALm+Ks6Sm zVswR^f>M>44^1OZsg?P8DPW}qsYTER5h%<QGV&o~^pMMKQ$f)OYFU8x*+KW>6y!q= z1y{Jf5S+czK&$#vi@@>tYSV((-Allpg&Y9637o+}{iq_)R4b&Jpx{{y>0?7n2FUrZ zpv|PkCD2jQV(1C{pe^3erf^bf9;CJapW_BQ(HL~oT@kcF3%WcyGY8!JPyqEr(jXW3 zY<;tP2{?d~!F%pO!GB>tXut*(I|?bODUhKp=c2?+NM|0htPA9Ig=Fyc%$Ze?K*>zc z18rRg>kG+*UQU#e4_mbAR9cjpSPCkX6^g(aR3Q?Y(n06Irb5cyv{X=jg7r@e5{tkk zsX~Y=DAW`}Km`fpq({*CaiGx_P$0kB(C}t?18lZG7<5f4*b&M3d62*hNX$tEoq7xQ zXL@RRK6IlR=*CWH6I$WMBCu?7Vo4%&%}gGsaha44DO5d!LqJx6Zp};t4XJ^`Nui_& zwoen(n#_YtM+Rr)=R?NUKr?WVrZ#xh9XJK~ctY+%PXeFE0=)@1G8MG4A_aO)N-<>5 zLNVk*oBR|=BMQ8l1=1Y>SyluY!UvgIlnTAC3siumf-)v}+^YESQm~H_lZs1=AZsED zGV+THz_%2nLC@|iE&=U>1DR5m2wl$$s@B2H=w}^}0|-)}=h7y@78PgYCxgfJLEF&5 z@tFzP9|zhlUy=$r9UpY~F}TK52rhsuXo8$zr~tZg5gd}KIp7PgAwiX%SOOi;D9*`D zhPLGjKu4{CVlqFwC=rrAz^j)*Co+MYtPq?DnGt_I36g|C>mQ21xl#eNNw^>*AJQ(% z1h?}+CKZ7e2!eBVMruxGaz1F`5;!U|kIsk8w=1MWZ$vA}F9o&cAPGG`FD)lC8PaS9 zt@*tGzCu8u<nT&J7=zB4fs{j_jg~1zm0<Td<>!KPIOyDk%*33`DrkWSx&{l<a|Io} zng&*zm<Ji)0<Eos-XR%KT9OH#T2b(D3<BE&>d0K|05i{RJl}90a*=RJX-Nqr^IzBm zDjhF^4{~`kZ7bMdC&-?j*WF8AuLO@a9c=<9%4c)BpZ0^BOrTR^z}^I%L6uklJ5)9O z@KSL9N5Q!YJT_5K050%zGa(ZNA*n^+bxaCQsgMQbplL^N%=+dRrGjQhK>@Ddl35HM zF;jTk3|YNX0-EB7q({)@yO8^X72FatAjSqkGe7tiL{REVOasr8zt{ztVh5c@2#E)U zk|NmrYB6X-Yzlap-}%mSkR9NO$<V$v_(D8LhXOiL25u%i?OzR!dC<x($ngK`rWtQ$ zfR|k=q(eQIn41eNJ`0LKXJbLSLVl&-O;!pv`ru*-be>LX4x|HJmY)or&jJO0Y6)a+ z40IF)ID|nHx}~7m6i^(N7iEG@E(3Y;#kN+kd}2XCDkwU@r_(Dyc0)kgX2sAw?rER_ zG)S?Qn^=(vI{F+O=vC$5x*w8WsuID6I)H2gFG~YiQ3Y9%_+rDN7aPD!M=}z@O$N|m z7xN*#a@T^);`|iIup#L1&m{239yl6vGqWJgm$J;%9Owc}C(wdG=&fMaXI`HOc1PLa zCE!t9aL9m;3(0`YqLrpWX5^pjUGTI4eB?iPfCUsv3QiC&D!4g<f+e%K7_{F5966vR zjNmSSLP09@gsqYc@SHhVqc3Ff&zq^RS`2)p8sz3qg`^{p<By9=i%RlK!84Ew#i{9_ z)-9w+%}WK1TY;=pC@ldU!UXndP-zlmJfrC0?#bXWK?Tqee$aLgXn+g6Qld1c1hVGh zdEZJ<1Ly|i>`D*lB}O@k<&b4%sg<coMfv66B$o?mPAUXff(zIp$d%fedEiR!<$|@~ z00iZnjMPMMt1-C>b~ti=1+=US&xah31UenCC?B*+1KfCZOi2N+#DEQGfNypO+mezB z?$RoNmnncf3p#!Vy2Bg18WkK>pv%tkN+8qV1^J~#g{AqBG6gj10Xk<I6ySNOkR59m z_FaT5M|LbqOv+3KyW2Ohs1h{N2TE(t`?^6?emOWxDg@+!hue<K&w(DFRZs-F%N?BJ zgTUJmQX%^r@(Un`OG27NV0ZbZCW7|2fgPR&+6MuNyQCt}I$Dq=$=Q$uVrXe;2`+6R zTlByk7_hD&@b+I&asu5&d|?ZSrH}{Oa|Ct({Oo0L?5CtAK?ZI>(U6k}*)5a;URDU3 zm=8V--IiaPR18}40A1@@SPHrd3v8rwX%Q%w=0Mi47l8Hy=YeuMC<qk{jSaxGb1JxA z%+JdMIjB4@Gxg{mkbmAxg&e8}+By$f$97>WNYv5U1FS2(6w?0pEG|k+%>l>In>l-4 zcXzzn3Aw8cd|i1_X*MLiC+8%BH_C(8n)rg2HG<ZBf!g`tN)U9<Ob&SN4jgjOYsr#e zg9TZs<*7N4HfMTjQW50PI?!Q%pc^zGyYQ0o!Rw!HfG4AKGQkT}iXo+sLTVmlQW50- zY{-gL1-C@#tv$(!upX2`Qc)r#Qb8NZ@*oX@lKi|>a2GEhH1z_C#{!6@pukc{NzH?7 z8a^=_vUAcmu?TWHEBJs;$W0=d;MoFj%UdB4bSn#3YcZ%61_xzg4tOF!p)4~Aa)BPm zoh6W+W1vkm;2;6}HV2%Tz^NQGvk00k1am+~4}+G*fixDSW`o6&A*-RmZJ*qvB1lOM zI)e%{0|T=6@bW~k#}vvEbHSSv6-uBB!XfiN7dC;@5OfF!QZgn(PnAt81+AR{N8RB) zNvTEPd0bH7D1e-D0eo_=LL%te3{a7@tpj9VQGOD*n|pX2BxFNCx7C0o67#AciwZyo zxj}CL0Pnv7?cM`rhT>%CZD=Wp;H^BMlT0o)U4Tr}fCe!^8?Hcs3O<2j3&=`$NQ)sj z#1$fbvEd?Qvwg<lB_+^fX52E1K<BW56e#$E&awcp5{pY=)ir1XAvlCUr|W|&TE`Gq zkl_K~rI*eDVE=<h2Xa77aj^eENjEbEoXnx^_M(h@Slc-zvmgh0%n@kU2x!R_$j$=r zRxD8DC6<Cm%#$+`!4>?4xfh#30RY-00^ZWB@MggTus{ZM^+g_Zvj*hWLuivlAvhn> zl~gE6gq=W`lb8ZY$Dko7aK)jJm7ksuj$+Up7C2>rVxu%M58TcvNQEpwfZWXi?XMN& z=TzoG4wqF34FI`VS63J01%(VyIR$2ch9AHM{<E#y!2;K(T%T|qY!PUU4tOs+Sp3Mu zhr1!(1FZlC8TNcR_`(_mAL!U_WIlAyJLt}9(3W731LwS63Z4N}0Ns579`aHMgcXU0 zS3+(c%RRiSI5Qb?Kt^I}aS7r+P|$Vf;J8!>aRkR7=tf)6)*wiy*ZxsMH`sCIpnIo4 ztfIv7lp{02RX}lhB4`m1*ejrD2ahs>qaz1;pm$Pgaw#OI6{Y4Rf~JbVc`+bA8*zAI zNoq2<ag>w@+265w%NvkA3ZNxs;4Ky4<u-dRHiPZVNK679Sp-r6IW!N%N(7fEVCP?i zoa?jW0_1vX(1M^mNE;JWSAq_k1{(uD3I)1R8gk$sxFMk6SOIomN@g)={T*1$(9{5A z2l%uI$Y9Bv=@UQ!uaKMr=^B8}Fo3SZy)f?rWD2aT6jF`6=mKvuC{Km<LW^@UAs1Yi z7C{ObpL|IFB&jqfClz}5KoN8tL7_MsI$Z|3I|J(6ybSP`6R<b@K)rHk37(M&^(bid z8t7J9P}a-^ckJIb&w*yfykf}V&!7z^7j}cvSON5g`Cdp;bA(<7_!_*20UV^D^U;b+ z5;Gy2x?aNe%z{@4g2N#%5j+}qed_fk;IbKXMhB>+m<QP=pkQcd0Jc6Lu?TiqV0var zDcA?#J~OmmSqdtb!79Q2f&_LJWY{b<FCRKCpO}{lx?>zV*_MwOJOz!gK`KRsfK<rh zYz5!UVsP*lrKW>(G&psZWkMqZG~@>{#~0MNh0J3p<bhUxgOfp8KIEtguuIE9X(qo2 zECHIZOD%@9XF=Uj@Vq;yRbPT~oXpXtL`bV3H5ar;2GS``se}w(hk%#zf}$WZJr|V1 zp6qCNvIBfN=;4)x;0sWEAj@pRQj5R}Qj0*N#^4|i@$?1hRB(nggwu*rQ(^b=rWchK zK++}n)*(pC5p)vCg?$$wcWvHmxv?A+%;2+)AqNR%rllq3fjh@Znb4tpP$wU{1{c&U z%rAxwL>!rTcoBGPQUPo&tWg5qQ3aV~D9eN_oB<UI`H*?%=Y1PMRw@*Onrw;SWRe1! z^Uq5!%`ApoKbw}A4C>b;mOw@dKsz?T_bNc*EVT$S%$1mvUJ6-KuMm=%9g+`O$m?1G z+I<0zOVC6X=!AJt@(+eAkpf?+o(SDb;aCbf-WObGm1mZKPc(zHMY0of5}{YQ6s4C! zr-wkxT0mofAV(yFHnl_IzqF_rH2et?RVc2647?v+Se6R$w_^$Dsy}esS|PLqax}a` zNG9|eq12)@us$OLBO?&w@DkWAt+diS(4jk^#Gv2?y0{W-8N{?q$ki(8sgV2I-Yf&( z_O6hdUsRHwm=4J+uUo(e(ByzNj(|M~nyV@S4a<O2uv2Pg7HqaY1-uOqY*T4oQa*SI zRwihP23RP+qzKv=N-ax-T;!Vz>i$B?@{5fZ_FdQxy%oqAG-U=JfKW)!0>>-#7~<qi zNVd+*OE1ZX^ihLAYv>_OO32zpkoOgwO4HK7?gQ-}E`lyR^38`_(NO?CI08Bt__z^L zj)BrZE+lvh5{n_#T1sXyXl*~FkP7w$d%w6eIXN{o1v<I|IuHw*Gm7(JM@J|Wmz09{ z`DUbM7UhGTk&+5pdJXR9fzLSuC8QF_u{EIORUmE#q)LGfMS&Yd3dNPhkPc7o;g#Sr zN1?DZF()$(a&VA8XbcCeFefLq2)tnkJYKaGGzkT&;lQ~Ayw3-6?h9=D130_C+5{P+ z0gb56gA5;nhJr8b0_*YxZJvQ_QgzCK-ewDqM$niA<lvY@(1{P=)Rdc_2fon~+&hI# z`(D@!asa42NlXWi0N-r63AquXC<78C#h_jE&`A`~X^0@xFYE*LgupSFoeCL4PzV7f z22dbg*mYs|#lDN}VE2Jm=0K{Q)STi>=s^pPIgncfK)W3-K>Fwf#gI5p&CANK1ntlV zS)<?zT5}Ax=E9~6kSh{XK_>x#_BldI)F9|dd{z0mNst=~6}%y}OF>3aB6MO%A-xDP z=2Kb%odg0Mc$f`d5PTiHX$sbNDTR*nUu?Xv`@+5pn?MnM1iVyU!5uOo3F>@gLPnJf zOQ9FlgEq9MB!XirKM&F)%TLP5gj74AuuXw%Oi{Q2K5;NL7c|}h@>U`!qkzIp0d!?e zIb>8uAuka;3967-Sqg4EKG^|Yd3kstc&;c1a=@fQN>M&^I0HQKn+e@Wk&~DNDblh^ ziwhwu@Z9tB@*o)nbTV*0Xap5xd0}ZPq=HmP1MTRBj^Trr{6nW66@tUTnHpR{LI!|9 z`Z9|%@*tfQ$o(tem?}!mOov>+1-TFvv|$3|bA?jyy&>BmqoN-9C6IOa3eNeUJuDy< zC5e!=1nxzUM4?cYSOA^uOH79D+)?m`HW1UG71W!#Ti!q}Sb08W*2`Vs^YuzgAPG&O zJijOf(yszt;Q(&Pr6fYKWpaKg=rVJ#laoLTJ3%Z^0}FE2WJpFTcmnRpe(<Jp&=wL% zZ5LdU2-<B2-ejYv3ySIRMCiJb6wvGhNF+ZKdW$6Z9!<!_wwbxPkR`dGOAkvyXGcKm zmg0<j&`5GRxU2$o`9Y@zKpY*MS_)kV20F$ETK2mXC4w(%)X@Rw<l>C{^5jJ5s&hv- zP_!rnmlQ$9OhMhiRB#!laIyIUWMJgNM)2*&&Coe-=X}V?>Y$?#L6M+guL(|upldw} zApKiM=<JGPG15*6(EM^Xbdh&%W@>2#xF`X2;EF)!E5iC7F8+R?fK_nJP0fQi#5=JF zQW|CEWn_ZS`Ynbu4l*G(*w@w7fy;}G{CwDIFVHnO&<!!5edu}Mr3J+$snF5s*Bj<Q zR%!c!YbQ_)C={1M+Yd#V#rdGKT0wqOa7_YbV^a&TlTwOGq1(9AOEYu8-Jir9$T$Uf zND<njbM^(t%$un#ue&?mOx*)^+=cm|Wmh0$zzYca!9kXtS_w*UAW?;Y#3IP~mkOX$ ztTUmr%Z|B;c`4wI<nyKA4GjvfSAkD^0wqQ8vc(SY>cqpFb0L#9pvnVu_ys7c-^|_e z8ob2^+#UzDGYc|{5|bgrSj8npiRDS4J7B@?%K%jd;Pt<*;Oa)9xB$9W4SZQhI<!rm zlUfEcS>a+McrP^MhQD&~<v8HzOis)J?aTuWjzEmL*?MCq*sq{LNZ5I>IjKpRkRq`F ze0Ui+4Tiu5b<;}ovOxxbq6KvK4>%%1AT3tVsxauuM4)D1GH84h?7Q5=yiCx#?-EE` z1AL%UW*TJgP)RCi{cZ`g;|@C42JB_fNGN2$Ss}1A6FOg?U0MXWrPdjGp$cey9moUV zlduzuOTfiiS|;eG-As_}pvVIqaCc!Z$QP+O#n7eXp#A!wabJ)xN)yw;bE<iufukhI zkz@)^sTrAhkh6#KQq%KGGQm9!NHgd4@{Tuid%z(I+nk?S28jYt`x;~?qyPnl&9ipM z;4NsG4`d@Oc-E*L<Q~x39N_K$Pj+tu>3Xtz+S3N`k))veCNh)Y`{==4a*$gU((}Q2 zOyTt$h*yhBK}iJ^At1{RuZ2|Yxv4pzAyAN+3c>KZyFu4$K*vv=K<OE>+Oq((Jr+C? zbF<@SE7+0}$W>7aps6#kKsj^<^Yy9~ua`p3We2Y)gU@2WY+C$s7i3xc^$FLfgES>p zLW}go+{7w~&)+O>c-=JxoJ2D~HDn(2_7hN{KNVcmpWA(IBgi8Ub~J$;4?0id!Uhma zA+;hg7c%PunE?U~MuEaG0CeycNX3O6pzD;uhJ!9)fuDbp1V22jC^ZvQ)`Jw6rRF6< z2R}oKN=v}!zRleWvN=BqvStc&QYk29fo`n=Edc<PG$D}k*tHBA9J!#Q!oY)Y*JoY_ zUz)1`nu1R&%>kD&MTa*-Mw&r3Dg>k!9R?rCT>=@X2MvsYQ#xpK=*0$bJ^_^ipk4FO zrBLCCprLJ0U}h#~L*_{mGjkzfsgQnnTM>8@W(4GhkAlh~$cgwtkYfJj?A;*$Btlm; zx)wvP9s=#=h7CF@WF$hT_kv3jQ@}0V%;aoHZ417A5}e>c*(n8jFm*2Iltj=PS7_&? zA9A=4=#Ijv;1Tuge8@zlOJ*MUR)lAhz@7vjD+TH7gH{KCj+TV9W>P?xF@TkT4oZd` zx&F9u?&HRFAb%_PdOCx`^1=?t83)iMmyn(>WDT!EN<Q?!K+x7!(B*=lWT8-=2_4%j zh7L`G?EoJnwF#U^QWJ|nx1B?p4{3=dndy-I^a^><YX?D>_d*sMCFSQq=C+^BX?VJ? z2jsA{qI_`oUBN3gFArK~gRZ$KPKB<}1>L-n4k_-y8^toA1zc$!beOsT)SZM4X1W(8 zCWBKO=>Cf0Oi0i;<`iUrYnRGmNU2wn2`!yoZQA>07Gx>c^_kaKf*e#>3cVx()B^|a zTLSmrQc}VF(!(o@pzA-Ab4p7fp`4hKnp2PgE=B@!5-Xt#pF!!oWd|tbC=_RboRkDQ zP9Nq@(0OU#;B_udf-IZ~DlIO~gdS(2;OiLV4NmL@sYS(*sZG$fD9~k;kS1_uI&|eh zNKs;0D&*KR@Nxe|`FWYikYNqbhKmyDDjo&z)XWm_NG^CP0UU8DpmX9gArS&vVhp{$ zsO<3ClvLPwQc-?MesVr!kp*a4IS(>J69PJ>658)nI1E{Y0-ja^H(@~gM4-K|Y*5aI z%qixAt~5<821iLwDQMULl2vmOi;FYUGNCipMX8CPQ$fLD<DCyJWeY%aK#+yN8K8xy z;G!bG2y&K%ryqC%R>3c^Bm=Ty9hAhugHGV>5*t7V5`s2%fnvAh$VSMSeW?}6po476 zQlX1mi!(rD-r#V7W(x3?Y6|(u$%&xJ9B?B!GYcG7&u6tfo7wcV0etM`(>`!v^sE&; zJ)M>b9+OunDFypep(r&s6|$THyt}RhG=m7fMOmRZCo>l^)|Chvw1JHJxaAi??#+X& zS5wHzF9OfWl;uN)N8sn^=a-h`q(b5XvRBFzvTq-B9c?LSBnF&I!KeK}9O9Ik4qcY< zb|&P0EYLwjpn+V-U?6Bz72GfigAA*=9o_~B@Ea>Y$Mb*_qhnqQ<UF>_Vra5a$Vn_N zfs{s|bEXe(E`l88sgP3&-uwc(13L%0svdMo1$f7h0%(m`GUOPU%=|J?v?!G1gHO~@ zNUbPIEy{#$g9IIroC#is0UGK8JD~)0ARgFn;M2&qgYwt28S^1#9EQx2zM0YS2C{d_ zJ+(Ns1d`=1Y`w4roJCVWw`6AKftJ*OvgjMgs9#QM3Am;Ev=!3ING}4Na|ts2<-!?Y z`+Pumgg~MWlocUS2fDy9Hwi3XkXn=rxk4qo7}CoC9Zvx12|R9`|G2RQ?8q?44CLD> zkOuSl=JPG*AZLW;z%Ldr1}(;dG%T|dbHRH(6ucoLy$b$G;FS1$F60Ca&|(L$xvw`s z)(w<^QV?W=Tw-xCxJRIHVaJ8dpb`iiThP|&)1`Z#&w?CBPy$*B4k<FAQzwul<6oSd z2+1tqRGb8!cmh=-pwm&o=YN2mq5wIc>*<WyV7c7XT*wK6;P?Wqvj^9G3TcUlmqV7s zf-XLTxOofs{*T0x%tGi%m9N)Md9|SdELoKao&v~7gq|P$Vg3xTiD^Zd(4r4~@g%r6 znqCC1UqI~^$V_==F6bf`a3S)#dky5w%FOIcZ~_30yMiWTU_-NMiB+kv22^@}KJ0Rh zlEftNh^fNs$xGf$+wumK79KZ&XN*fBJ908piy(U-5<$yEz=`1Xial=@Kt`jAvq5tf zU?&upW<pYVaRGP~S;0FIygu<|)8eNM-Qbu34IyPh&NfiU2eoKG*1cE-9u`gnE%PXW zH1ab+r=p~kLyrIjO_YNI1vF0pT}}r&SUC|q!w8a4D9y`+-oWjgnpXl#7m$JIQfS5m zt+j`&(Su!X0qv!N77l|wkX#BmF{d~iT>dG5)|}^*LEBG7nJLhzV9>QDpb1g19#Eec z?1Ws<I!2IpLfzaz0#EmKJY6yi#8N0JI=l*;&Os}PAZu6iQp<}A5<%4-C>0cCLJPS> z@IKxYa9{AkWRR4?<Hq$MQx*K2LDbXUW{{E3W;VT?2Dzmm12jGfj+KnWs>CAjK#>CM zRQ(cARSH=vtYB&aPPmYGeg)Y<0qPj$LG~|~AZ;`NS)uTH`Ghy%D~fUwA?E-ofX*~5 zN`lm2iOGpa<{#Mzp7c@3&npE7#)S#cO9xXc3UV@&GfN;7hzf7!L3Wt9m6ntiffu+X zf{rx;C+fos!0Qq!p%X8~sYTGEusu>ityz$#lT#rF06FG>?kod24%8X$0`K4hpJ@h8 zTc8m}*vNKSW>HBg*dm3p)VxgaVNWiQyVEKYAthx_embN?4*=b=4!X7r9Nfj3;Bg92 zcL7#b<bnpPAnDR2GYxV#IJgD{ja-2?fr4BFKG6_jU`l2&<ggo1tYm`5bD+B@-Gf}g z!35f@29g6Ea!>?aIR)B;o0$d~WCCCLm6HKpp95O_1PX()e8}Q`aBBx7pm1&ps9+BU zCkut(Ah4LO64+s&ji8`AUBEsnfLs>$q8+?TEFE$Zix;HhR}5Nt4sCrn=B1}X)&hZ+ zYJ$7CkR~6bu1hS+2B%@r0(!^_!R*AmJjmG1)25l=?k(u1srhRl3tk{`l2cl8cnf5C zDCkli@MVVJWC%LbG_feN3f$^^upYcBQo+&!<cr6R?O@YDS5xQY7l6h{AvQbbLwoEc z8L9b2pmQ)1Au9m#A&W}DJ2-N{ZL@Rx&$pi23-W(jVg|S!bz#<p3808lNX{rthD;bG zrhpE|gN)(&XXhkB8n=)eR6whxAhs6dL+ZO?$jzbIiICB`^3+7gJi~Lyf$DFjZFxNf zoFo-oi%THEo0C|Yo&lYCNC9;Uz%EgE-3w`pznMJ&TxRDdmqON8dS^mi<^npz5!#(k z$^`eHz~Pyb2wGzT-q}=;k(dO%>D4<m51j2Cp?i=)Ynl>sAhp&x$dNF9`H&f?Wouq{ zO#uf(acWKuq~r&U!Y4wH`UDLOgD$%V+vW<n^%4{(3U49j41%sK0;fv_59r2ONL=KC z8@Zqh9`Zn09MbbHC@q5C^9zayg^<Gw!Kog+P!`-@2c6gi-T#^bz7rShvhvitOt2Rf zl0e(Cz<NNXdLlR*Lr#lVNCyQ!*jTSba2h(i0=!T_0W@fp30;U4ln*K}iouO!NOSkX zM(~}jkXA`iW>OOLP<wD&e*494$dMijIf-T9<tm^Wr>G3HfHgl4(pm`3DJg;sdgmqP zrshC0Y+_1kVQC`#Ov+^FopLGpki%BeN}x3j=q5FA(gt<hL5mbY12JI#fe%@NEa51~ zPf3LYXF+~(F=Tr?I9!r*N}<#LpiWdO^cbR|)V$Pk*hI<GzD-ZpL7I9On=fn!MGANf z19XNNq=3x?9W?}QY=>u-fR~$>=RsDyq{1%D0a*s>oIo>|3-q>uBGByyptSI;AAI89 z!`+apwNi_Up{ui_Aj=&dH$!%p7nUYMn~31h-38M7eEB4h@e08uiO{Wnp#3$_zGgA# z$|=ZnPI*4$8uH`}2;=aQ+`~)2Wm|q}3Al?1E=fVlh`~v<G_N?d2-<dhJ8=%k;|k!V zsO7MeY!niULCcsxj_~()0hd8}i3O0AEa12X-DZ;nx?2EL;D8+oy43{I-$;QR0|<@b z)QaR%a1biEWP-P;T-bN973>}#Xven*v{D3|Iv+RggE<>~Rx`-{yu>W9SZYCLN@{K< zWNsBaDF7*Pj13GRw+gx^CKY8uCraK-Z+i`?@)T0@k|Ckvp8}nabIZ>Mx9bZMA?}JQ z1@Gv6IvKLj1+*F@EhoPm?4r^<=n>dCIhml@8BqA8<`pM{ZvOzM#mfBjQpg5v@Vp#k zrFv=+q=BB63BHx#$u4lyKq2uc<dpoxf}+$s$boLjrHMJ9bvuxyn#rK8QjkHTBOCLM zYy{8oB&Ox(L+X&Uoc#PENJR@BKZle_#Rd5#u!8_oV56j<vqcjj@`rcjlw{^YmN;Z2 zCgmg+fkPCuEjKl}6kI~TnLYt}=*`P%-A|W;SJNvTUJ3C$bp8U;W-ll$&PWBfxw0W= za)Ww4iO|h!A&4c-4|mT6H)s`dOEV$&p(~{2SAdcVXzM-nV$G;T=tfQ7%)Hd(qD07X zL(d@>5!l+=+Je-BN8=!UD@gkQlzKALOCj3}Z}!~;pCXohcnLV2mVma_fX3iJ75+;| zL7bAB4Be7a1eqDi&rQvPG+ROATA+*hKxTrQSs;c&80@;&w^Qf5+PW5$4%ch}S3e5L z`N<%Ytu#SS%LZ-H0k_N)oE*Vvqa*`#sar9)-~tVTgPS0*0hi)}%xuUADCqcRZ~`+l zFogC%@<CgtK)Xl4E+|QaZgok@2OZ%IGF!nnKM%CM1{`^L`6a1I`H+*f6kctC^!&nM z$4dvNmVk;;kV&BN-|66_8e9oF5)ve);FbwltgDa%+Hwo>-qU^az;=L+hscNQ@&X<0 za1lIcomd80A+F#BUJa>GQk0km9{MWD$jpOGyB6mpLbj+ogYKpUS28Q18)Ly^8PG!( z0#ZTejDThj!0zycuFHJe4LJ=SG(rcuL<!O*3P^?I+?32jNUBdQ%g=$W=*cXBtgr?x z%(@8P;jB=Q1H1Jq4bs8{dmD6`He@0@zdSVyWbMP<6Cr6wAu$`WekDBzl)1r?20b$l zd>{u%u|iT}4!D@T*bSYX2i0?srrhC$klVK0gARk&S%5}ElcB520ul?L3oc+Md!&JO z|AL)V4!UgzQUm9tf^PPL^vMf~QXy3&_;lA~Xb%cf7hi-N@(<eco(J7*RRB71^YDsX zNQ%nN%mKHfKxbEiPDcXACgegzaBj7*1X~RnoPl&o6jDKULzb&2!B3S-%t=fF=OfT$ zKd52@4~;+B(fe!;bg5-&P7)~T7o_GFK(6TXi~y(P^i;^~iJ2K#Kj=6QaN8IZh>00F zkn;#LQ_G;?lbi@Cc@$h=Rb@dAxUrO(2pN6^??>DU)?HEpo$de)JKccnTQ15h&W5ZM zDb7hvErU#9X67Y>b~{7XnJK*9Fcp+logtU{fx3&C$)L&~oPj{QbBi*el__Ka9@ra^ zso-$~(46H3=(YFzAuBg7fR8CWyeAKwy5GzIH^V(j!M=u__f?#k4leqWQ}ZDA=zymA zN;1K-bztM)G(na-79>JO@f7k)A@ho$V;E91iy&zxI3p2qa&a+ey&^a&lk;;yN0NZu z4qD@r5530g&Eh@aJDi_2Oa+HK=qkw^P%#3w?sfMXPzWkyB$h&Eq(GN&U2FiGSe%my z8gT`&lT%Yb)6w8`uJE{V9at<QGbg1e6+8gw3pxEGJQcD?J?Zc^@T!Vu(^o>>b9i$_ zCT#oo;kA&WwKy@i0Ms=E83x@H3!Vi^h2BQ(l9-nX+Fb`W0^Fs@&jnAqyZ|5J@O&zG z`2*;{!VCMso^c6t0jFWmNkkB#BIvErpe7>NnAE%sP)-K7@L$ee3|3x{2)ZN-EFD~$ z0>0rERN}o@HyK2wK~|XrxI#LGe&DfMLjwZ?aJVIBq?UsXDJso{j=L&2=0S!m6Z7&8 zuY`^}U2MMCc(DmwfPm5xtS<<%;OX@B&=A;mVavs4Nb@NTycrjADIO>{z1TnV*@EpL zD-W-P-D(7i9B`C^_IIa)4nYOUD<r0;f_vRnnW;zG!Qm1F84y+QhBl=GV9VQz4@0)D z=N(>>3tHm_atG*qbkJSHU^b}k&df^(w*WKq(sD{c2m3+V?!n0!&?IwV?}e?<)w;Qf z&}tJD;H9~cc?X36$aKx~eSJ^obc0<Cl1@!8%`5_k2<TGL?BaC90y>Y(ycBRY$w`D> z4_cA|I-VNrCeY+`ekr&?bYa8AwhKEhLY54qC4#z{;37i7>+nKQ&{jeA=7MfXfvj`S zEXaT~^0GjOb%O#{!2>kE3l1hjGXroU03Y4A?*ink{@hgP^!J;oJ+HxThfLq*=Yfj> z&=@du_0xs9pczw8f$|ixnj3V?-Qk6hsy;a%T773i#xqOvpevJ$bMhgLC~z^p12Pl| znyX#j39k1GLF<Vica4J6SqkX%XGljq1v-+Gm<HO{0E#2n!KH6zf&0#xsnDr2g=A2x z4{RRvv`|oL0ein7qp}#BX_GUGQ**%40V+vAgWVuCAX61U$K-+5j6n`tec3Sc<u34a z<HOzHTMWxHQ%b<wWXn?_5#9p5$-3qB@(xIn%qaoyz*9&`%!FP@?w4Pb3+WRT6hMl8 z&<S>VU^k|umL-CYP=a;z3i2T%V;+!uNpce*^91Ffjqu>44%#LIX=XT<LeHovDFV&S zfZ{bH6?#E3xCDh9U8Rtl364I{tj|U8*zt`OH@m<A0y?!7((X?@0+}Q5h1@i%kW&iY zMsr~+sNn-@6M|C<Xc1FNViCA#EP|c(<P5z4EggDAp;!Ll#o!PCl>--cfdeHq53(kC zaSte|rl&$W6mJ{BQ||fYiFuHrqRhlRaQrBwC1!)0;urft_Je$;kdz8p=UI|bnwyjd zsTz_~OTn$^XKNR}*xv`T2~@Fxt0X^HKd`p+M6hcU3!rDwxFzO+_JU_Z4l)5<-UJ>Y zfL0*snML6AmXiuSHQ>UO3%f5uPQ5<75^}b4A|#_J<d>GfE(}jBf~>D~%7@$*l~hz( z3>g#3Nlniz2JJK|gA6MArlu!Cr~5zyeA&=Vm!Ji5przp8OrHa~@hKHtWr8dR<+O{9 z&`WrrcYuJ0o+|T;ic9lAV-%qKFF^-{K~G`@XP)51wA2#FgfVDAT}~=!Uj{f+7bij% zrbA-BAQj@WtkTqUaHC0~AhiHCzN}CVnTC3`qZ1UmsW~~&)sh#sfszI|5ha6qyWr$; zu@SVc^dfkKCK<Ga1=5sDFG_?=)gNA204cJZe8WMJlUWAoqboRPq=F~8pU-M}u@Zbv zQfV=G$p<(*f+6$WV7G(Tu!2to0Ly^x`bf<KZvasUfgUTJ3pySd>@d*M4`}UMl9^kY zQwkYef^5<UE!_rrDG{`G53JlHF%NPWZe||z+=Ar%#2oPcOHiVHx)yRyFla3-IOK{l zA;qEs=zt;cx)z1UjmyEVOi4{k%>z|g;FthiO$q5mfbQwafsFO0mFA>n=0Go`dD^kz z$*wj~kmTfKLV9<JDfu~&CD01a8HtcvU!G2z^K31+uvhT%0=qdcwG`5vR|qMBELzRX z%SbJPE-Wn0tSEu>9$YIRCp0?eB!bV1fED{7D-(;L^%(d%U|1^<bdM195=qc$k)U1* zC=?PQC-dc}ROUe=wJ0+Q931(%(3&>{+85b(VfTe?pdeN-w6wGUGt!C@!SSpBDxx9X z7}&Bxuy;UrOM=^29#!DN5wv48H#a{e5xU6?G&_)=0$vgFwq*mj59;CQ>H{|0Be4i_ z9pQy-7j|6O4k|Z5_0u!RKnCdMAkYc2AU`a)4mnAzBtNYbTnRwV)Bz_ruvZj<^NYZh zL1KDQDnuBhPr=k2Y*R^ME@TI3T2W%&;pK^$kVZmAY7rzPl3@qfW#{LCM^haAz*k@> z1VRP@3W^SIE&%(t1avYDC=L`}Pn-d=;z%=O%LnKx9q8`a#0+SAzo-<{fCQ^9DJ}q~ z|B`a>1$^MlSCX2V2fEfBWK0sI@=$m?37j0kizq>ZQxHv%&7)wiI0krvM|+<x*aDWz zO)LSOK?*YC^-A#Gzi`On0jJc&QfO(CnU`9YSpw=ifc=mTS|bh8pl}m>%X&s;I=F&V z@GpSOzZVpxrsU^BCfCn5!cR9yf-GcHcrz7zpt6D^Wcl;6Ip7Iq(B;4R<&e<?Pssg5 zDWJP&K(0Q#qzHP_(1ksqLt4Pz_dUEVJtq@>=2Kn?v^Vp1>WWvpAv2>cnTgP4$BCsS znZ=L;O#@0nvy`AvJ+d(eT&ya98&_aMQ;JeSZ6`>_HoX+O2L!Zo{Q_jjwY(@bIUAgY zK+WpP63DI7;9T#Mnhv`PFEksp90Z)Az%8GBpkfjnWWnAbn-$(p0~fCfM`xEq7C1Vk z=47Upfu~Xwa`THziXaEyD1_vvK-}mDN;#nL&rAjlZh%b5fX?Ar>Fa|fz}M7)oB~}& z4vt{o)Li(<UvC!7c{`~CEDV}?$}a^Elg|fFeiUV9gI5G8xcGt0R&dLN)V|J%;8S)$ z7JwHRK$hYKCqj-EtSp6W)hNi!$%nT2N{S%6FBS4CA!X$2^?Sg18+7P3=#m&%fdkp) z1P-K<qQorl^jsx4XhFMR!RH+BfnID@oSK*eX?-P@ltA)SIcSm<<XHvKMkUA?2zZdP z7@PxOdv(Ceul>ROwR}iZP{Aud6<p=#=RvBv7ma&CiA(`>x(kQ_>JCCOIOqg?aJwTh zFB3XXkd_Lby#-tBlbV#82N`4p9k*Rl3Rxc#3_8>dGA!W&Jz^!X=<q^tu%|<AEC(fp z(BKddb!=fKs6tmrhOYX7T(Ja6jG2k)AV-3ALRM3NLliV$4|V`}KwvGH>6@67SP5}U zdTPeuZAFlS|3DY4Lw99?dKQS)@z-Zx2VYmDU}$0hjsoxu7kDWuD5^pIB<NLhC8b5# zsgSXT0?=9{aMv7CrGiz0_xpkSb>IWTL7|sd0-edq1s$6N9zy{g^aB}m&nzj)1eMe2 zkP%gv)PhpTk<H~rnb1*lC(zmFpujo25HjKongYy(_~>>2o;S0g>vb|f=em}_ZaXf{ zD1ulE+T0E6*In3svH4>A#f}S*vFS?aZSmmE;?UX5aPU%FuwOu@#Y3V#F*gZ%gm`9N z8F;-DC|BgCCqhQ~K?h>ygAOzRB^U+J#vxE7fhUZ1LD$QJ3Kg)Sp!@J3qxI?enc!0b zKr>I7Ngy2xpusa}%QYW*O{79<W*+1K=*+xgP!#|Qt*#Yd<)FRX(1`;D=lmjYahXvG zDIq}1$-rBy10d((CxVUyfL3pi74t9FgU=EJEt3SfED<!c4T**F#3I;1?3sD#kR1&Q zzL0vh2wDLvxI(UB1>H*v@sCp?#07_T>wwHta0bnnf>TpLQGObt$|y}QO)ZABa=<4| zfb$e+EE(KuPypSd1G(@7)C&i%*@ku`lXEf)z-0%x_9-sNhh3HQW&!x@5ryFLR7f8w zF)tB3t?{M<a#<8;_a$T*QVM8D1d=nI6N^exA;bT<iRpQu*-KFTfl6|47vg0jWb8dH zF$FTB25ycNBtrHPD3m8=K$bgIg3hc4$471^cncobjj)z~DdZr-Cwu!rNhY%hdIv^w zQGR&}WQ7Rmgn*0S&SQRZVhT7AKnrRh3zZe#&W7BV>XcXnIiwVFK03Ha$jeO52F)gd zoUNdwr>6(XB?>{1H0zt64_Pt+TFC&t1q{^M0;zf248C(EClj=t9$aELrl;m5gYzb2 z-xA2N3fa)Jyxz3+yk52j9I3g9Ma3E5Vj0xzFDl3fbt}MAGKqO5<@wNpCOb1XIRm^K zOrbm<GUNzeE($MkQbDVfpvHhs?oI@q!3e25oHO$Ciy;N37xesQ1<(aE`RU*Ti;5xJ z*-O*XAbS~;^1)Y=DI_Lmra)HdfKQ7k1~=Tnp;VR#I<y=zmGolk_9y$=z`~$Klb|I^ zAa8+|g*1WJv4JjK&x9QA4=UBb!SJ{Ne5ze4Xg~!NdI|*|AWfwupaus>;OX{tAOY~< zgW%RFXd?l*;sGrfD=2}cUxnm+@DfvnfFkJW*`Q;wlQTi<<w3?gYXIM2l${D$(VCJ9 zI>iLGP6T`{6=bWMH{{S#1;;$dEaKrk8IZ|=@C@kGKj`whGRWwUf^T9aWJeijKfr~} zpz}UKMaYJ!pm;AW0WVMoC!jae_PhosW6-9BVrc!Ho0^*nF3v&mmkHT$3(aJ{iACU@ zp9(&i(A^HjsYPXpu+biuOh{w@`P6OCTeg8LQvh93pA0??w-<7nWl0fuS{afL5<!dg zAPXJd%$*1hKG>EBaG)xrK~LIAErN_gf+7|==9mTA84Q_51hr){5{uHo-C9t``66Uw zFu*Yg>^sLa(6v91JW>WPWfM!FyAYE>$G?H1JwFM0>W_au^af4GBFNflk5teF%3zl! z=4C?$K*3v0AWhnH`_JtKg|Lzx*we`w`9&#^x;PlTj0I9!g7(ORBHal(1dx(g1U~%( zl#nt(6ReQ_5qMiFtc>?f%!8bM37X&lb*n*&6|xhHjzVsFPcKR=hRi&rgX=DkHxi+< z4GLbVDUfxS;H3;Zzy&j?w$8~<Oi6_-E(6`uSPE}YDtIJjgH?f6aV8dlcF2Pa%*=tT zB2I@*#d;*><v~y7OgX&g=={TbAk#U%pd|>2;LboP^s+S2^%IcHSCpRw>Oz1*Kq1l< zoWe5mQc^+Jm#5~HKo=b+m8PXZnhBuW7eSWimqJFL6nv8*3&25rBJdir(yY{6NcpuD zbUq0<`DEsmfUdGCgH$%jphLL95drF6<rfrzPf*E&G&dB|Q&YiH%nCWFd5|MVpx4Sn znqVM@db)rQ`UX$9gB(+k3hkkn6v3{CPD;$nE-Ebm?{H8^OHBk%H@$%LH&aR>X8}Fi z(F#t8Wtl~wEh8Y46->bkn9`w>+u+fa-QdUtoy-dEM0(~y2C|Yfz|K~1hU^h>&W9dH z03OwWB)I%MSYih4u?LU;D+Gmr?F97#^NYZJzBdauLZTwS2wb0ntqVvjh0HvG&Q=Ba z(ZkULJejKy3^}O>l(3(Jhbl5EOCbSvZtZz!4udZD^MpnuI1WI~)BMuB6iBMS*mw~# zDxM3vy&)aeE(4uN2?=Mglk)OQGC`L{ft{R^3d*J6vuZB(U2Fp7Xs|bn^FW71f$Q3& zM9{HAX_={z*-6mo6}UtLZN>&U*wP5(6@?7QcB9OkoWtM);XwBmfY(ofj=F^mm4OcE z$p>HQ2-0zV=Jlzd=*cet-^>286J%Hy_zrTX)a1lc$lZhrke%F+{^YCeJ6>%9@7%aP z^*Z>@T7_iju7%=~!+XG^nhM}0U0@fwWadKxCNv4M6dJs`A2RcqUj!PPf)=(Osn8>q z3KBs#?t)xZ3OPqJDHVKR6ll>gs7Qcxqy00$H4XS+Xs|_Tnb32}!{JxjgZ31HLm1Q^ zD~6Q8pi>zjr@21avG(a4$nh=Spd|z#Q<5|C^C5>6<fo;9Ha>y1d*-Epde-2WbIbu1 zUCH3~lY*%+Sgatis04IeG&q5|<tLYd^Poaz9{4yGa3XoNVdk5;4X=A42Qd03yMt`Y zFE553xbtT2mRB1gy9^5wkG4R3a$z56j0Y4=nI$EO;I;(lK8?&G$eJav)lNnE`Pn&@ zkcLHGetrsM(`s5NBr|1}ltQ-NrGpM8gdQ^o)|ix71U`NS<mPi*&+R<l1d4ivhv1Y4 zx~K|z8fX}35iLlOLP2H$q%_D(2c4M!7ITMP&I>vU6w)$%y`u*_MXBKJ3QD@*>r>kw zH!gnM2tFno)Y^x%!7~y|iXd_FxN+j+M(}n|g%s#H(y6JbkTMNaEGL3%It4G#3^UmA zDXAr?@Qu%)MGT<OOe!r(hcw(E=hHw=h6M$mLP~xCEchVj&1L4L3o|e<D1c_Wz<WgY zfe#wk1)T&2H3dqGKnIF}0wur$oC-k8AM&7Ez{^1y9@6_#a0Xui4_1;~TAYyyJ<Xv! zBeNtG(q1blN(HZtO@`LxZ<aK?-q`|jvqE;_QOF2`dtwQsNf?k=0<KX~prfM?cC<X$ zu^6N{GZ(g+^Y!K}Z>FyS1uy7WBhc+qnR%(;GVkH;esIL(rWQkwfOyl~0Uk$Gcmtgs z29-(RPy`<+lam9^PoC}`kn*!2H4n7g1)OLhb4SqaXTiZ>G0^$^iFxUeWcF}(JEWId zP?TQ*X{sqW=Yw})@8|(L543y&d@l`T?BUtenPBIoq$X!V4v7GV{)P+N!0{BC3wBIq zVlnuhpCsrW642>(nUGQ>Ik6bR2q?-2Zx6^UhK%F9UI0G$0hA7lAmg);?NlJ^K#kvd zkoHz-9_VlcSbse+B^S0My#&;Cht|sJpdBKR<mXkImkDW%f>%p}N~Lt@3b*7VkTnuv zIf;-O=xq}?5rEEeDuJx`2dz*5XQ;%|JlH+OPWg~=3(#aID2Ia_s1RJ9SqvGx2T$Q8 zgZ6=eL*#9LCzuX!4FMYjPI%xDNKDFyoacFX0l2=*&jU}Sm4Z&^gf1qz*nDBrg&mN~ zdY*1y297^a{RkTLhm^pe1}3P#2zGce=%~;XNNcYwKPNdcFCSz#s9z28_k*R73wS|$ z=OB&C5YV=2a8d$|%-n3b2~hyj2pKjg1|63Nx)K*;PC-dNY(@}#r4VRF5^Qf`4)~Zp zked7w$Y_6JQVzJAn3)ASU<_<Uc@bn-7aR=5sl|!8kn`3-D=5LYH|&L;ZtIwn2G($4 z0caB7BKY8@{GvRtc?yYn**TEDF7$L;=$J2PTX=2(XrvM3BvA7d)TaUEIt4>ZBLi^I z6=Z<ZMII!C0*dleN|Pb&Ag9t~@U4dmj^*HqzhYQZt1KUy%s~geXXj)>X2udzK<BL{ zLuM|5Qz1j$$@!r95XcBWc-#4g3)?S(w=^gOf=U=r@F-Y9S1N=QL1z6x6Ubmkf(}#w zrKD#a6Q6F_2x2|iIse&=^<c?@d`RC=p*S%Gn#9X8L5)+8I)xC>NGsTMe?Q29)p@C< zMbK5f;HgXSD9aH@8!tE`5i+>o18V9+%D3eFJXrY#N+>T@LhhtWE&?w!$%L)}0&RB# zS(BNU3a&jXAV+HzBtiz;K)r3~#n5(kR$y~h^@5%McHRugF$SPvGDsr=bQceNA~-cS zvl!BUGBz^>>+pbG=~9xP3pwTY`h@FqKxV$))B*N%IB35vxP$^P9xDeOnhhRoRPaqK z04Yq%1kbF2mV$%Ve}a+)Xq+J>zX+WDKr{J}MV6pLv|y_S=3i{M0N(QXv>&{uAR{*s z+VU@fER_aLGl88L0zIzd<@9yn@lfzeCeR2CcuW$UfKyA7L6tAKNL28H)`y^NxezN} zZQlV-mdQnx1tp+`^5C2SYIH#NwkD>eWF~{#V^1fvJlWd|3Vem!#8PmV=OW}JxD6M< zqc#e!H?@F$2x`n0C4$#uWTt{HQa{oTb_?k4L(nleU``TfD`6hY&wDO5L#M&=lZqjS zs)EZ{=#CTc<%Efl>88v)P_6^zEKm?9CPU`Ji&C?|8(n;%TPCYOT~%-(6;~yL3pEAb z#FQfFt;nDv3w$vzI381rOAbS>jt|ZNwU)u!vNKB{g(;|f&&vcYqXdiRB$hz}GyU*V zkON+<Tm}l0>#MFqYNhbR$~;Kn0Nz9eYHWfn0gnKIOaSjo0x=YlGIJn3%7P-$X~`*> zd608T@{>SA1h7{B#l{O8Ku0@VfYk9NMbH~m^NZ3G^D>K}r);Dp=0JCpXFz9#K&_7F z;O+YgZ@a<vC1*f}G!@=}$F)G$mO$&uV(8V+pyM+k!(AXZCzgQ@wFj{j(o=I%z$XWR zT9e=fgPXwOxv43T+ZPnF60<WQ8OW;?a_JdpS}-pozZ5!5Ra^j>a0Tmz932RrBZAC+ zx)&uvR^>ax%K>m&0$*{N3C>l;M>c{du|cPxfkM9Y2&6w>1UicgoDGxnL6v0+Xh{-C z!PEX;up>bw5o9hhskEddwI~g;FBUX15AH20yqN}Gz4D>~eC~rnIcPI9Sf^)R8ua+l zfSkm<R7g7od}lPcW(V~=iV`997-%6jcqLeVF{Cq|nF5(yTX22)^##|#i}?@lDLK3c zQhcWsr50!8CPK#mKy#~k;LrnY<piZC1sBMA6i~CH8@$2sapUC2jcp)*<)uPu56~HX zurvcIJ~PuxA$#*mOY*_9RH5KujuOb?bC8FMG7qnSo}N=$0J;GhGJFEMj_+bSw4x|3 zPfZ2ivhD=QZ>f-T-(VXZOY=bIw?Ou5<$^j#CHasMSI|Tr#ODf*hu4D3hs-?CRXHWl z(oP{i6LN$yXeBbpHJ~G@q06@RfjaY$H4&A0iNz%l^Fd8$P|E@m!r%k`Kw;zL8WaL9 zwTi)q4Z~LHCzV1kNpS@G3|x{Grykx2Iqob!CBFikqSA5_%koPhgVKpfDbT}FVc`eL zH5O(dTNGS8Bf+jL%1qA$Pl;`q0ZnC)0bS_5WD4m;`T5|cW>zBP2s6J_$eu{>%~boq zW`Osyfmxn;dHH1^7U+bG3*d`-CvSxKrXV#LyoDW-S@Vk_v)pb)si3K0kQUH!nC0L+ zpx_5R6CJde`ND3HdoNDBuovvXWbn8i*n<ytHa^&~6zpoyGy&)m+)T)|*oT*ZZ}|bA z&Gi!8&sTWUvH&u&S(cwunhRO6|7-#{7(qALKo2SoDbFlPhK#SJfjThI5?Ud#JR=i& zyG(L^Cir~kR~u$Ryz+1t<l^v<j3Vf67Y|S#1-UvuHy1Ji?v$DbUV;bm!iCM?B|Td} z3PLh-!5JezDHF1MC>Iuapm}FV{`ENwnZR%cIRWfo(81HtCPP^wGz%vdl^ofa4GwD1 zNrtIKWzfzSxL(=<mMBjwN(C2L;NVUI^#ni;QUKrclL$FTBp7xLDp*HyVo^#`K6F+& zBp>Xc)FS8<dU|3}VqOW@g!I&6(AF)GmlQIfqnX78h^g@W;?#;#sFOigXMsa5HxshL zPQe#+0s=@c$U3kOi&B$PA)E0OKtphlQ)%DKSpZp*2synY6Egp+-~>I00kp;j+>rts zUQ$#AIS~VN9uTNp0E;?jBtrV&#RWx>F>Po?18!45dff&2`9-k3S)jwVGNA{FfsZf+ zx$?rUi;(@xi6x*FFW>+uuFNe+EP*We0?n&t=7H~W0(&MKv<^QNr1S6!$Zn?#J1&Ad zE$8;1Zvu%Iq?SU$5p+*^F{CC@053`d<ycq9?ZMEahM*_-Uf2U_Y+Tq3wxI;HX%kY~ zIp^mVfKI3b6{V?(;9*hFsd|v{0nqw)aM=zT-%5pS94yYrgiKGBXM%TfxIp%qzUi0& zxiK~|8Iu1M0>Gypq!tw?Lyp@7&B=qR?u(t^<m6bC3+b6CyjcuhKcG+rJ)@wY2y}TE zIQ(6pw+24j0bT^GkWva>q5w{7Aw`LK#h^XuAmiT5oA7D_B$O|JE_8<MOG`Pt5?omx z-U7*tiMjcu;NjIs$WdX*IhoL-AVDpY+{7Yq!|}rW3;V!pnf8IM7XrH@=kNmX=Bw0V z=!P3m0~zcTkmU+x`8m)v^Ujc7L}@l;#oxsy(CILsC<7ga1P=Q*GuFJG3u(QSr53@? z3I`o+18u8E=I4WxNPcNaS|-HU<b3FKVn$|a5or7dyh<)F6*e3KKE)-qs35Tj(t9d7 zyah6o20O~mDX|C~5DKs7LRO);r{*P=f}5V8UP3NxDXF8AGswS1@Y4gpr2%;PIOu#Z zaJXmYC4*Yt(A9~V8AXt2yuRQ%`0$RLe8{Map`|fo4R{jlNOn-$8CFdk-j)X$@$>Wp z-$JEOlnNew%q-4K1aC6Q1s$6O4u|68{359Pa*k}wh6Li&mN$#{fWp;3$P+Ty3_3(8 z1)8-%ZSKT8*c4MD<S;o%_AV&R%Ph`-j*x<Ge*y;rsDw;~&O(7&w~)Nyotjrtnhf10 zk&_Qv3<h>l8fe}-54>&kapQ_-4Rb-ct{J>eRv|bQyuCxg8FW%2$btC<nULA)@{CMy zKd7`AJU0(+?(Mk%>2ZM0^8=j>1s-vFx^_C)laLK&p!fhShcgF@y=mI=X8Bxjq6^N? zfiCe0D22=-DMUe{B0nbwQUbb{7C|=X6oZb9gzQDXF#Q7LY{?_NAkQSHg6A5+7AGfz zSN&#IfqJqaw}YBA;9)-SE=bT7>ZR$B%nTm>2T!Mi)F}kJg13feW`iS9A^7lONKfv< ze$dn~NJ(NYbgl$+sX54Eg%r>sN3cT&6LWH)+j2mA`w+)syqUG(^|CdvtbM-a+;&I_ zsE~UYJc6f?S_~NtFHJ2<fgEIau@N+Q0a-%<HWn1aZ>D#ECdg+&PWS>X0)^cxkOQ&| z9H0fM>5#5%eqJ7AIyE&9bT$fTfCsD~Co?r2l8ut`!QGzn%p>45p9Ec82iiOhYXUfd z4v&Im1q(}%BNRXrsi0v|a8$Y^X6HkDDHj_rY`WNg0etj|f^z`avf`3NNICnq33@$w zQGPM#r1}!b5~swXqQty($WlYF;h+Tzpxs@dl05e?xRtDsomiO&o(jq=fHc<&5{ptG zn{z=k&(J0!sD6Z0GzxB+kd<p``OqVkLlSd9%TGY55OlgLxLQ)kgI);&UYfQ8dJ$1Z zesVVSM#@CU6+8<5p&_8GVP+0?U`9UZ+GFU5tz%hg9`va8V9?dVxzKy3L5-2*qD*k2 z1nC0ZItec5Kn6McfZUM}I*bS8OFvKW<QnL#6-d{iI57pZNEeje6v8sW&AAZp;#CDu zXu?*<B&DW6&c_5d*&sDJ$Xtcud`O5t-8CIl(p~HXZJxQ<1lgwzN{Qfj1N99cLOGdv zkc9-fiFv8uj0W2L3O&Q=@B+vbf@4WZB4lf}0%-LJ$Zch*(6QH`)MD_ePS6N(9;Cbb zW>NQ>sV#42O#$1LTAW-8y<;oL&k+;^(EU$|Dfy5=t|Z8+VUV#mcHV&0lAvuS>5$Ru z(qhOe-jYP<GK->oP;Cz~$qBMz2EG*;)_F<-Z4?1brGbK9A+aO_bdxan$RLGa$QYsm zXc;o3@dFwwyZ~N)4NctOv<uoy4k-Y_z_$c}^LsLA95op-k&}~HUR(-ow|EvOCW3Dt zRk+v!>Lgt3fp_i`!2?4Ipq<lTbDfJ4s~}^1d8v@53g|=_uv7_XgAphc6dVHrKs4wk zF%Yfb7zDmF!V+>6XE5kYM{wAJ?$CfV33Ff@ejd$S14>s4zAm5uf}W&Y4B8<9>2w9B zrsjg3lvxG43l*FRA)a!~E6LBx1ed&yA)fwz;56lw2)!!#O>-y6>}=S2$D+hai0u~} zF7|^9S#WOJ2Wc{Z^%kc>wpb^XLXVlhKIQsKh;NG$Ga)BkxPa%sq4lFe3iNP_?8Dpg zAX^hJwq0xnM`TWB0cf=rxHL#jtwPuczKQo@1GrxVIyWpm4^-fRD+H%}$O<UXZKXMo zWs#uaCh+l<AVZ&S=zX%I_vr@6sN$O$9gumdqmU7mGSGGfke?OKK^6j)lxIR$JLcts zD-dw}1VbAlDTh~ruZaPB{qXWs$hjGy8!z(m!HuuPvP8&)X-Q&k(&3e$L<Jh|zp(ED z<cNiWoW$Z>a1ExA3fdnA4yl~OOY$H^8tBk5kcFTjB#<3PHs&4ykLx~eocXv3JSa4I z$(y;5MkMHb0!VuobS?s<ml;qBUM*LYnFcmFCBGOtD**1#mO#!+0HxpyyDvbNfn_B^ zDwN`qM9A`!H%)6^&zlHxg+gKp_-ZcD94u(+4U)h>yDGuGYY%YaSs^(SI_FdZTL+qy z2~k-LI$#N8P);KBfa~N^$VL<ezfy?F#Rd6!#re>q4^j@VOoHwhb<9bvfHX;*4(|a^ zW`oYmg)oxy3&0J2&;eK5FMy9>%Yyd93@t59K^7(!B!XL+pu;U8-Gl(p*(%^X<(!iU zoBnYE&5uGC`IHw|RTh_ILyCm5#GF#dEaih8Gao>2eJxH+hV*=kQ<IBQOL8ESDJhwW zx%sel0Ip?_MI;JA0q&p(c-*-9aU=Npf{xeyEuaEhAv6zkNl7tes7WCuzcdNbepU#` z1g|?N&pgsv1<Km9AakRMIZ2SVb`to4Y4G|#$56=PN8kLUOvtU$>EOLmAS)F>x2l3i zH_9`>3r7_EK*Mby6AQpoM(NOjV$cE}=%iM94rKTSdcr5<Rz!u|QpgT)h2RWmyT~IS zGH(bvJsFg@%0TBefN~-z%*&t$StWvRaRWIe2YlKlC><*VWhR3Q9fh*g^mK5(&dkYy zpS=o>7boygAIPNqa!3zFA+;1T0+gDU23mgwR_2qMm;#-T4Fes{4>^1`6=?(R&9<9e zU`vZjQp>?%UR+uPxpo_5x<YbkDkxtnxPxLp7cw&E3^|1z<Z6&xGr+-|ng<!!E=Vl_ zFS`R93fd0=c1Ss>KLlBnTAZ8#>AdA9Cqk!Mz{l*RffbhIXQ$?Yi)4_Mkh;Oi$r%(Q zp59<H4NVOUK-?-wCiY8(oEw&%4^dnNJ<S1h9ZGRVCL|GpHkITiLC%IMg>1zF58;8A zjKfDtD^rufUde{8pi9jKHC`Y&D=!~9s0Lbv1YSZ5x;F&mAW#N@EEXyP?Z+<#jol{} zLDD;D<2h)PD>$fpKx>6TIzX*|Gq7*nixM*+2dNgNCV|7-&m$OA!akcb8<b`gl0i4c z=Ry`0DC8xULkDSdKs&1-q2yBvJ;oWd1OqfJ3z;H#I~8;RGuVvG+}zT<%o6a*$)%7} z8%i@vpy#$!B!gCHLAQ&;u9$_Ge0|Dw@SS4{Z#Jz4x#?vm<Se`t@Vz4-kL0H2KrdV^ zE-flct%NioUa#5mrfUUQ$09J5m<TDvK^yeJ1x#XIGHl6zPJU?$bebdsbW|2NXb<l> zG9P4qVmfR!0q7vh%sfbq1v(OWdBf}F;ObXFOAC@}L1`#G6*BXr-~lZ|lk;J>JSOIW zdOP6xaD~!hNWleamo0AuS)>qI3f*Dz7Ti_?MMXgl#9g3bF%#N3E(Wz+z#4)}QX#{k zhL)C)E8)RcD?>s6d{!^GfKtdRg{~=2OwKQb-tQ2ep8;v!CMD)2<|RTVVhW1#K^q=m z{psM6Ovr?3PHH;1bS^GPg%q+1$wya0Yrt^Wt>#XN;1f-tjfIPCpzY=0G?!AEmj|9X zdb(#jDAU-3mt{Y0?tI(~IX1utlnX)L%`YwiU-))mElA^qeW0!lIFAH?PD=zW4}#Pq zC7^pQAPFSp@Jevm`Lur-NRL8FQDP}%V%e!QB_$)XxCCTyYEcPz7rQ$|KjcgoaGZsM zPw`7Dg)Cex&QF95o+N@6@PO;)^mK4B?CI<X3U$!AhLA!eEhjS>vM>=e>ROr(ItU-6 zLIKpO2RkMiv=acF$<lI4)6&4Ddog(N5?HV(v!DQS?t?BAfQz}P((KZ_G)UJ9wDRQw z`0^zM=<!_&PW~Vt6{JFsc=bsvFM<vAp6@&l-t-7=lR?7AH4|ErU2M464YoBHv~CM> zPJD7A=u9N=d1IidT1a;dbO;~F^)H+EKAW)~9Q=@0HhfYvKM8UqLVkHB^wiEM*zMNf zbJ%x*9H>xS3T`5SPL=@=*(#(TUIQu%($YW+D>IY9z52ww<P7k<^$qal@Srge__+*k z=I(h7a>#|<7dBjgoM8-I-3kdCH_*B?@RDx@&|$zike)j9wirm_PE1My)%Kur;OVZZ zAlpIx0nq)}kijz7V(7&ysVSw&prb}1Gv(lo(4atsob(9VecjXrj+^8RQ2!XxtVt|M z1Yb)5+K`(G(FmE{1ovq{cD|l418gUBc`+nog163Afjp*=oSIV#o?I=@NQK_IlapVW zm;=3f9dwmOVlKEe%1(veU<=x~3kqJ)T7Ph2E6Fc_^b|t!OF%IMisSs!JkTWuAayzU zMUdslWtsV)N(XYRse(J?#`V0+Wav!28)&u+>_uPD%~ZwUS~jf|vO^baQBh(6bO56Q zHogN^Uz`cL>lhN=IhmmI${<S^!GrvubK$|`UXL4lA2;rM+z1}pP=I75g$whbX*(wq ze6ztk@cMSp6b+;vFDc3|0G-nTot!TNZ4m+8MFKf#+rtHHKX{7}bd7mHW(l~U0vGP! zAPxp~v_R@W`8F>lrxM&H0qwU29V?s<y@aWxw5SBy%1TKE4fKJNePUiFWDOrA;=o6o zfzx(o9`uqI@T@YZvIWI<b|!3A8d`{gtOd=9gRXD@DR{F1yw6;r3^c0=iYEo|EIA|z zgW@L>(wuOD4wK}7E@XtBK$!tK_cjMQ22%veI3N!`pVR#ux;(P@@a7zFIs0a6D@aPg zCABCOG8+>N9{qqGU3meN{x^Vq2;SZWnp^`Xvc$4Xa9IG_2mxJ*os<e%gr5PueL%rI z6}*GGpePkOfRF>7`2o*FgF6x6f*+DwL6;wc4%-KZLrM{-Fa*a=dSY<_I8i7hCgm4_ zf)A2QQj3Z*lX9SAD+T$*hc`oZBNeA6mqIsDDI}H@9bO2jt-zDWsd?!okjop=L7N-F zP5`YCE`y}i;)29v$RSqX5CN@_g+wN3D-fh}rBGa2l%5JXB0?b`6VlYoOi2Z0CQ!mp zEXqrT%=HF<xcQ*bE>LV1Lodhx-Heh4UD@IfId%**zz3<g6<iWQ_fdiU2Wr;m=OjYP z<>JyDNMkc3zcRlBvN58t6toYc1bT9Ma%v)U@IDz*NF;(b`GWGag0my|p7+d>s?;LT z0URLbJZ%Aws4G-Kk3Vp(OoC*J9MA?(kjoW3^B`+^Qd7X?mICPbR`9|T&|T1p;ENgZ zOTjazFB*ED?3lvDz`#%hDO{2hladnCAz=zGtdcVlGr>C#GV?0IiAKQ%v=tj%r$X); zflWw&R>p%&%E$qS0%*48!e;19cydu@F{C||o0$dnT1qMSe)&A;mb9dt{9;IpD+$!j z11*XKXB<$IEeF!R&4p}sf~bOI>=fADG^wC@jZ|>w*U}6e2EM7O;1+>Guq&iDd|}}Q zaGqB1$OpH6^Gl$y0lF_PF&#Aj4t95PW?mks;|R7s1HASgoUTEmrLb0EadK%+K?yXQ zmF9p}Xo4**JG=xkv6-8go>&E11PUvKN{Ya(XmHEm$&Q9+D;9%85PU{^9`vgE$BiwI zn;@sZy`9wqwlpO*C$$7}?ZK11;CKfe6$h3oO9VHKK}q6qGh~NRE~q|$4Iw9jx1E5! z1ez=?Ppkw_UOj`X5l_iX2NxkvcC7<@6nrZrID9}Ie6R&2`AMJ+Xdnv|oWsBdCFO%I z27@$Z6hIX)bkBHZUN*SJuMq45&VCu7GmyZBWThV6lbQqBWSpFzmtK?#ZY(II<|Kl% zutG{|X$d6h1(%ejWI}E=O3pYk6I^bk<R^pg|AJ1rI2V;xfm4qUbR(rperb9R^nfx* z+Yxf^322T9?62Yi(5e|Q6SSwR5?1~}PR2}4$%LKVm-BGfLU0wG1iEAg><iEpG~hA# z#FYFZ@bWXzCBw;}C;`hCgO(SAgQoyGv{aM`U6-MdQwpBpQ8>J<3|c@G=NA=053@+l z&&h|}UznHzIhIcWbeb^4t~}_VyTT3dkwgmarH}=b&t|L#odh;xJ=n&8FtDG36LU); z+ldvtAxnD{f*>O<`JlU^L16_t!vGu=pef$WR7my#-I@*>VFM?L0BA{-2<<(9_HA8+ ztQ~bKD$UCWCGG6goK$e)RVXPffi&J<P5~QR2DuOdoSdPDvceVv?1vpUSz4S~2KHTk zIrKQb3mY!%yx0Wt%Iki}i9RLept&>fwhM(2$ktkr^A$><djg9yieMw=#TluPOOJA( zqrfSNIf>v=K82J_@cnq83Ku;04q7k?wpk%1KMB&D3xXX#2%0##u<v3Y*c%0jhu0QE zXTn?|$Cp2DT=%$fIoJ_Sp&_79D9%jJfK)4>Z5JCifOV!9<sY68Js{xq&K0khL5`5l z1FedHq-@ZMOeN5MenC-cesU?KEObwV<eCU@F`b>7S^z1@Gg6_OIQ8^2LDnibC+0v> zSZH2m3iKRW&>n?NkR{KKg{6?4R&N%}c{3M0vzc;aBY4;On`JXV9;nPOg={<pPfhQ* z09IpUU<8?DEh>c^%d6nw4~|A>@OHCI$TF(T)EtQ6X{DfY4qOgorljWQ<flUtL|Q)d zl#Swy!~$qWeLK4aGMZZsZU`t8rIvtK(I^xY9bO5U4tTX;A~*@>7o_Gv+CF8_!}?xr zUGoMy*Os4DT#}d!S=|mgWEZTX7_@=|9G97(qc6ZtPR&eD&CAKmg3R!O4u6EScN2?J zbD;rNoSz1}Ob;|k54{nxpeQw~6q4#d3*?~pg@g8KLZ*C^K-;t6vm20O5}>1^;rYoK zsgNt=plkUyT-XIJwl2&9oeBWz)q))tQVDL|LVT(4wh=r}@O<4uP|PG}LNC0^1zqZz z1D)UkjlM$0&p`PaWDPhSloUZW4T83QLs+0|_@IYB7N>&7^+8!`%bNwDiun0Xu%_1= zX1oT+8tA|=&@x1@n+l4mDzlF^B|?@>dc$YRz*>qEAq@zH(sHoQ)I7+g#o+W_QUtp7 z0#cCX7J!HPpZ0@qMpE$i1#hHD1&thoi^!_{Vni*QmtUHf45`c<Ars(v;Df5b?nzC~ z&&$uvgiJh@Kv!lvXC&qpKsU2yRza8gfOg7cmOwL{J7`)HyhKVN3VeHTUOJ?thTO%L z3|{M?;G38S>9-|k7A1qn<nkdSCZIkA*rDJ~6*zU}f*RA1>LEWTF*y<3um&A42fhIl zydl;LHYb-`3f&A>l98F328zz4OlTSMY7=;+dm?O~!L60I!JQt3;AF`0&`&pkgE}!O zA96S#WZM}i`V<Td!7eEV9kv3Q2Mo(BE``)=<*BLQwe7|Eki}e}3roRiE-SyZC@(Q5 zvlvnkdSpT}yi;OwMrsaZ&jhFe1s=FOJjc%kWYgp3`5@}~?wR0d2GvWT)e_(kaR%MG z2x-2g=A<Tp=HH-+6Ffr>8Om}l$}9nQ+EQTW&1b@HuDvh^G^POx6VL^i;FMFG3O-L4 z%my7ynwtnNAHj`^!~$?x_^bocbxH@F<qu96iA717pz}z;4o^?bgY*eN8_U6W9)U|T zg_6WFaF8Vzr6%S=Iu_2L#!wO1(8R;wsT$B-yReJoK^tMfMTkOfW-(;BEPUJ>Jaz;M zB0tYyaL}fJrWF!F=Q@C$4nFo9QUN)7dxCtJSpnT;1oHBQo#60GODuuhMxl_GS_E#H zK8Gx=O9DkJDA)rarM*H)BJ?KA^uyaA;{|E?MJ3=x`3kO(J~nu!bQ9=YOpwMGi&le! zCOp3=1$<2y$PJ*|qd~d;=z0*Z>hO{bu$s)g6416o$TdIt#fhcRlcC%ab0D_}DS#%u z!GmU&=3wvTmKLX$=0fvJei3AcVhW_S1_}dk&QHsSOmHcrra+fofKJT^Esp_DoaciN zbIF4wRfTX5e{hf_=NA<~rc6M)F`*ZqoNqa|@f_r`KJYPS(Ceg<GK(RbpB;<9Cq95Y zr4W(`*#KUg3YlC{NXtn~2fHV~v;Z<K59(P#cDRFg0X=SpOqls4LVDkz`v4(DkU}n` zJCl=>m<zdUv<#fdGOHlHd(e{LRM3r#Ae(Qt+yqy(ptCx_Inp;XIU_L@VnT9$@nLY0 zes$qhkmCG;Qb;2Kba~if$N*GEW;UcgaV#mxFUm`Wq)`vhJV_BaWtXNv4@!AEbq4r| zLP%+mk`LWX3_2wOvOxX9h6}qcHi9#3N`7)l5wxCG$VjaKC63H&a8%{xADw-q9UP&c zOCAbJAWk~B<=obDd%>C^O@WKx^F9?WfVbEtCP9}Shb2PeAJmWr9n%OoF!lPp>)<o_ z!POmP;vRI{2y`GkqzH0P=F^^5aAqt?%s#pY()a=u{oo{!32F<0WsCE3Qggs9h+NP{ zY)JHgwhBVGB?W^99U<LbuyaAzLzO^VkDzhD6!18IVkW5D2{t-6F)tmQ>=eu_KpCN> z0~8qwC6In#dM2ckoskGRtLphm@G<XCw}ZDHDENb?{qswpeVaVcbrXr;V=^6md?G;x z-R!slZh9Zy1lddly30B-C$j{yUB*4L#G@44uS_Y*2QSM2Z3RpRH|!LOKtoMnPlMKh z<v@l+K${D46CsC-CFUkUHl`F5<>!@xCM@8CC5fQB(vl!I*In3fVedt7x&Sq6!O12Q zx@aD>UnLn_*!laqg2M}Z%10w)zg1#UB6vc)EEBYn3VLOEUVa{Ea0EJQ6`5Ze0%`<+ zQw(HhDtO<cf>S=YqgV!+w^ax($%Je;0*wu2Le__XrT`(8Sq>yd6?_x(p;x=U?rC^C zbq*+kp7yVY?tsb%Z4(BEhYx7m9JpneSd>}<by!g<bSV@l*i-W$LzD^y;9JZgefnbP zK>-)0gX(~bjTd{sWnD>rPAX`?43g%G6Jb~Ag2wM5nf}qtrQpCxOH2lz;0<=QXI=^9 z$PoDAL~sszwPVBUF33t6m(;wxOmI1)5S|G>3^N_Hm=oly2Rj=c?3fKU=X}FC$hoHB z8PHXjMWAKf&?a$8egULlNlpX}9Y9Mz1<+N9kp0xjnPs4jZjen4pq1yKg_U4~Q;QQJ z-L~RV(7NC}Xd=x?O$0Rr!Cp^HD$N5QH3QOccx_H5`2I4`G0qozF6_P7ePJg!ybCfO z?ph39-I<u21!?4fwn9$@?|ub$3c-HbvFX7M@bzg5mXMW$;K7`opyDOD2r{1qY6E40 zC)hyM8D!EhsR(pi4#)+iIjN9q%oN@%m;>1@R*+Mg4jDuQ9odnX4vr+yqEko{t++H1 z(hW__gG^6=F02J5fD3akfNybl)&$wGe7^ZS<O+k_)Dp;Y!qmKyjM8GzE>%$C1)W<0 z+OrSR`*!9O$Rh6I%Dj>c&{Q-yus};=5XUF^<U^*)K<!U(d880rkXQtcWrd_t=pGNq zoeYpdDl<1R9Xf0Uo?rq6OEBa@!y~QWrPUYqUTg;4a0d#^!wW$(;GhC2BoY)f3fZYe zkP^hHD6tA0;~>eykVDvuON+rrQb1;&oD+*OAuB?YGOIEnT|oaF&@u&(osS#0fv6DZ zz6<bj$qkSTVHNW73%~=MpdCyZupyzOR8TPiauj&*b}xvfkd{-L44G#+w+D0?4JZs1 z(!f1Ha5hkI%1O)yH;EJ=8(qMja7iqN6c0YoD?>p`xcghc%_Y#SE|4h*a9#tQ0S`M= zM!_o+y3x+Z)degYl98WVPz<}=WDls{1PVKlD?p8I&=q1JXM%QfK(Ai_&9j0oj0Pv@ zq|(Y%$ng@dHbGjB!HLkF+81_!4sio%PR<0a*8~}<P!5_Yge(bANGZ($_Z)m&BLqOZ z&q34Jn-;w3+WNY?<8?RWMgz$GNQpV%hN?nJYB6Z}GAINx3ko2{<R%s$fn4>LmJhyG z7#s$miFoj7fqkGTDuL``0Uc|W4p}${TH}$LpAOou4=%@j6H6eg2f#xpCD2^}iOGr3 z+bBWPdnKvRc>_-;$O(nMsU?stC<@L+m7s$=Kxtl~2y%grLRx+)<m?2`V$j$zr2YpD z)<Ad31|??ZfKr~G705pdiOGi{M^{2tl3f5_f(L4GUI1SKuMiG89}Q$dMrsD6ZR+L^ zjsnm=t8<XCs+4?)3o}x4AgdH$2cIOCq~<_Yo`Md>Oah+`3!MM}jofCIK^jNtnPsVo z<%!^22;QVM8EgY+GXkW+2bv<h*a(VK&~dOA_JIQT*h28^?X$&`K)ig&xaRXt$m!^g zr74-9SyPbI<5oxmytp(8IvN5RCjj-2KuH5sxn9_N5wc%D9JDhBBnm#_E3+7U|BQl@ zC&*@n)S^V_G(dJnCOEc}^K(IqZ4#m9F9(Be%mF*<Z8K!KwNGjiWKF*U=&S(97;iu# zxTjW-nhhQ!$<5Czfouj!hgKV)$aw|1l;!CB)a=Zh6mYm3nHqqiK_S@L14L)$7w3bW zm6?|a8Fb7@&CG?~YFm_=mIIn4fzIIvl|l|PQ1FM&Je3rI8am*SqS93G0&_jRSa5Q9 zGp_@(B_ls412Ss?Idm>D3A&CZJqHv<AUB3OfpvgZ?SP{z5i}eJp7jNtZ3C{cZ*07= z9Gu-tia@mt^laqBl&sQX&?aw?DO;9+I-8J|<;CU;TP{K_-~|s%?}rrIB}J*=<3d5+ zR)8J-m7EW{{1PMtnpp$Iv%(v2n>INUyl++^33T2y<hr>hJKDi61nts;oCdA{z5oVn zJZSw5=;9qnJ@1$Yj`OEGA-m2%XXQiMZ5OtH%A^b1!E2?!_2RY*TR|uLg99Ns;~{tp znS$@(l_0kq-UjZiKist(JUa1aK?g{*Dibn|nw$t;!2@!9W)gG<V^(PjX!ZjXr5Bq) z2hf0I6_OIOAQmpXu=T>ui|wFuNWm5c<U{)Q3Vw-Ika4=wf}~W)8JLxc(EU50L4(vh z=y7GP#l@gjJ!sks92ogIrIq=Rpeim%EP?J1PfX5+4P1l#4r%jUpKyKZ^;IArOuP<m z(<zi?mO<{JQ*g?M3?jbT20o1@vp5^PzUgrj_!<d?^nA#5WGSGt=D`z63c01=)d`>z zMM39Gg1wWNlLMKl0?lE8$Kw@(67y2PX$N#n0qFi4aDcqp0NFVXIvN(TWeIj5Eu^6H z%`Ym-1P@NVSpvD~(;ssFQf4K%<DigRd3YN*s)I{XA;YoWkOkZ?_ALWjmy($W?k|I_ zd%X&L<WOQ-8l(~TdcsObEdiFTN(E15J?&@*rzFs^S&5)~GeD83P+Xb?x&Eva6p$ca z7MJ8h7x1MV-UA8Q;?gAO*7($7=r9Xt=m<LUnFpQgb4$#GT<Kj>1$H86q#m}-C^0#; z6kL$xWTqBDnu|$^c`4un<Uy7m+wgGrTySXx>d}J=1<0v$3XaePS)g5Ni7CYy;D(t( za4KZCU1l<*%K-LDW?mX}A|wZN+jc6XSE%q{9e9ITVkV^KDN4<QR!g~{_G%G$AYLIO zF$p|0@EqKcRtPLTyb>H(;AxpE=(_i3>mlWDaefZ;wyEn=u1~!Vy$>(3v=}nDSDu;! zY6U=sZG%gbLF>xEX*n%1IWq@(5Cv!>RugD_FJul9wE7a-YD)tZBVZ2|gN};@2MVaM zaRGEtZWAbE-%OwIre)6St|{P5cd-$){p@1ng?$&myTEgyONon9iw>^^x1vFZBIZF( zbpW3u3fb=q>g$$*FRTY;nYS|<Kt?M#r51r_Q$U3tWFdMYXnF+14GjhR!Z9x~rxJ4X z1SnmA28N-XV%WKn(0RAiyei0wLD1+a*l=)<4%z@x$jpO|H9CTOrV4(gkaY(cnc!s? zkYy*ZvF)N%&;pOtJaDdk+5ukUnhu&706PgZ-wN4atdNvil$u#m405lJ3n*nN<dqhI zqxKDCa~|jzGH^2(bpID<qb%42(1;22hOpw&f}+%1kO4}u;AluoO-+H6uHN}M@OkXa z;$r9snOiFK&Y<vAaJ8BXT?b#1ns<0DBs+(LMz_HU>dlNLue)ZvnG3m>sJJ9G5qz{g z=#tbD(CLwx&}D?+1&FDT#F>(s11UC=Q}c>Ti$OIJsIgZ7ZK!}82|8;s1ALaChbuVK z2NytWb}Fib-q4f*nc5CY1fMzrnjHuG+&M8f6|#^@p(+!)V7IuW65RGw2nmO%$w*Cw z?Cwtj4G)1W$WMZ_-yCy_QWH}kli;O!#o)#7U`=T`iMf#B=7RiUa13~Wom7+$N+)0? zZ>EDTiU1jxk_tJ-N+CNxCp8P~L(p|K`9+CEnK_WvGN5yuigGhSol20872H9G0)trK zqnE+^Ec0`qN6><g*akK0K}q{*&oqz~@$vETU|Vmt-`H?tIXG>&z-}!`$;<<-<^vBV zBo=~e!`JH}qqm0_K)QZj`OrB=_oB=+$f^lYF`5ZErv|j>5^~BWq;&JiEJ+35R|Rq* zxH$;9ZrUTU3_4SgUIbbf2CV~=Ax&gRG`r=O7D2C9PfpAOo$UlI1Rw|YLXNH}f-Q|U zH821-xl&;xx}|y0JxbXnklt_#s80qieHD^3U;`wnMa8L*1B5d&LEE6f1LcW%ps_H> zVOZem>G>4!vcC)4FG8AyiKXDosZd;5T#}lb30|$C5abIA-}BAT0fq}xpeHm{LO1b+ z!)`1q0A(6TnodqEf=o^&mX?6}w)v37x{q7?9=C$;t|$gANdN`jvrUs;_N)i7Kz9Kz z-3yLGaMKa8$~zsjwhwx(B<O5>@M!iM@K{G;ZYFf99=Z`Zvjmcsk~2#{Gd9H;nc$NX zK#SkYp@WN6iQvvPI30u22x!wCC>gzgE|5Lnd~Pc^D}%;~K&O3xJEE_)u6f-AKDGYv zHgMbQ@MdrW8Z`F{HpVN|1w2xx;8Y4eK0@Jf<1(;UQi?$RKal?v4lhhEO$4b1&Fp~7 zuxGQtYQR%=;3R&1+I7gNPjLyTtpb*H%qdANg0$K4QWHT%4Y+eqP?Qf^#|?@bP+Ej2 z4fgPHh4l2x^Py+x6{QyBK#q}BC`l{=FS%0yEun@UWB#}ae9dZRa$+WA1?8KLIbi>T zu3=6D4RC^NPzZ<a7y)%PK&Lf<3w+Q37--WnDEt(%%fZe{D@shygq&8JSqxq<k$reG zxJ&}AY6STnJktYC@}O2PXjGsCygJju9AwjltruHB<~{F#oZ1O)gKq>a&IJ3=FEyta zGJke>VOl0+l-}3V*~8J*2kfNWRM6^4X#EYkGah>GT7Gg>WqIb&*~!q`vYj)bvuF9~ z#fO)IT@LQ3CWA+D9i3glVF2o*fsX!z)DOvtC5bte(2~p<bbA0OS~Ee%NP!cHLP2H@ z<Y<iiq7=xo^UU1bOwf6ICEzkIwE}d)K6u|A*!aX`q+83Xj<iCCc)+~^@aUF8UTRJb z*g*<r<{-NiK<D^EnjyuYy@zR;;KLL$K?C%lz*ES}F9QYM>+Y>!FXe((7C{b^1Fa8) z3?zhsu6>5?G$~F6-4+dw4A55W;#7Eq`#Cv+B1@q-wE!|Wkdz8OrXSK|%uOsRgI1`Z zv*Xi?z-lk-xi}5X$S*2@bSFV$C7@$Gz&1cG`2&qEgB1m2LdSkUElJ3(SA~+q0&qv7 zpa?v_4faGvVopvuWVJ#D#4ifB8*fhn`!}i-e8<L%hQ_BmR)Z2qVsZv3iGnNuZ3PE6 z_S5onAPZt#Q&OOZ+jwU}7K)Xp=H!6ppg`)2OY)P!o6KJ9fix4d6AweKI021|<QHW^ zPx2_p2T$OEnh^fr%Md}AkU;hUhJse7gU1`dv6TyIPlH*YL%JYs+k#9;+g1U5S}UwM zkXa16egotIg;$$;-pqpxX5}X4l|m*^z=nX<Q09VzB)_zzpcK;NyRa2>dK}383ZP@A z!3v8Lb4tO3c=;t&DbN!}azUHPA;~nU@@Nwz5ha6~(y&Gt=q%y<(jrJpAhDzvI<1(N zpOXUF@2B7e*%WrO<tBJbf~A20*u~(xkM@JJA80*WMrtx-;}AHQK&OF$+<ajNq~i-p zo)30{ClVA&GKwJGtn2fxuLK*FlUQ|RBY62IXzz#-SS$^6A39{}E+-#+vopv%h16Wo z{(OkIUuq_3aTrKEvkcN_0Bg-XycBlrZf+)cGF>4V)W`$fZwShf7q)_qF#@MQ$VHm& ziFuGr2=1nWCkGUKLB|1toc(kmq-;)4%&UT2j~D6;_BG^~KgfdNV93y7ZhmngX!8ju zmAD6i9g_jt-Chnd=+O+wBvp7~PBwG~6Li;C4ru-wTri}R7UX1tcI|_r6FjdAIs5=L zW(VnE_=As)ssfiK;K&D!GK0+a%7^T9PEUnw%LNUHf{SsGQ3|dl8HwQ42l=4QwBRgM z3CUV7S3_pkc3;?Vu>qW2K}U2Hm87OXr&U1bB@}^O2bxk!&&z}!YoAn_TL4+_0`4t? z$IlePQu83Y$Vzgc6$hv~DanN1ZIhl;nw$^SpPZ4OQk4mc4Fxw)!zi^V7rL9dBoh(= zpxPZWOA0;X7`izRv=^kLGzBs~oSadbmknuPdF2;pl!CiPM>Zar4^2-+l{t{Y5;SuG zY4W|Dvgb7@etdjD0T);b4Y+*B<#pg|bvA(48-VvaC=}$ULMA~W_ojhk9<;y>w5$aj zxCQwI&{5CKJkX3`J}7*POAbSJw7VykLArp6IiNxooFvY-z|PNp3EmzHSzZFtrr@3k zsdUnF@{3?+tQKX0uHAq{cLB5?n3)H<F&S)HNe1Yw4zO-V==ClEMVZjymHa&L@irh= zKW<#`xN+*^MsPiw53TWnJwQRRcmX(uoimCuL4#wEpiL=CEQfZ6^70{-ufm&oGhTz^ z40Jh1BIs_D9PkX_v+WxNLF3urMFaaUHe7&i(goS8P>`RJoLCH*4Ne6u^)Cev&=nLx zw*-SHm_R4{fxUQZ<?TtJ9IcR+m<yV!02=|CS-i0QBKXLP(!3JLb_{6$88Y~lad-(h z2s{$OJ8BdHoIu>nDrj+*ou8KnO@&E^_f#I<1KEpHT9TQQSp``gbE^$(Eocm+xCGp( zQOM1#fP_FP=)O#lG^pJJnhOUdouf^VyOm&fg2C^Q1D#xRu>pF2P8z8B06wP$)Hlye z0rl@dO(}3@D@)ADOabR+kZTq4q03gYL9Jit?a}T&pd&+AL7`ia2s!Z(y3HR_*+Y+G z1qT!8KsV5htDtlVS{x3!p8&M;1)NfXD?zsefFu=)GoZ&@DWs$(LEEmriI7>r>^w+$ z3wDxEDtP@vVo?gD$61sQxxX|wH8&r0pDHLIo^4nRQk$Qj4OwGQTmm}O98#i!nl6V| zf}|D7Gt)tdt!V++t)MHSDq!1%4J|DV!2tqVFmnNXaVA(%9_Wz8qI^gN<^<Z90ye2Q z7d-w9YKuWOje(X1Lbg9DfX7F-fR&{~Zy5lMB%~IUltNCRRX7YeEeg8C2D(zeuoQe> z12~SsM*&}i4E8yK<_p20ms*jUTLA7sKivrKh$y5%ujo<mcXI<-n4S*lW+)`3LJow@ zfUINB$%I<s461k`=hq$Cm;;@mNzO=xu0t=+$V|=v9n=j9R0T^j5cO~u<Op-<2pXiQ z1NreHWM~I^z7wQ@0BUol6o8NVPzZxemA=?M|H)oRh=cAE2OU!g4%yNI@HSy^<NxAB z=z&kk8L6q+kmh1?KIpt!$bzoolF}s57y&476beeKs&b(INd%pw4{gj8rRG$^4)G5N z@^=F#Ggr_FAmFrnVa^4}0Vo-j1(2B+(4h;NNzfKqW-e$`E_A1aYZ18n4LSn_HZuk` zEj6z!6H*TrrGih7O9r(nK~hh4^uAaKX<dM91ea!Esd=eYrKymXba6ho#i;OR-hx*< z!2tkXZ;=DtnUkCY+8hsdsG+3^xaX}<SPCfwyb_C`4WWQcNP`!&cm!lCXeA`%KH$>q zQm~yxsfDGPp!IBED?ry#Uf6SC2Y5sep8Jy^-K3`zW`oiUsE7mGo0*pfDR;rUD<M1L zLHAvOy0c)*N{SL8OCO8!!Oee#H!Vvbg)!{%f=uYRgKuI{I%shNSX)7AULIt@NYasw zMTy|Kfr}F_>;_v}o)5jAuqY!HGJckp13Cy7d_&#yc8~$!)drBLE69Y7T{&k!7l4-L zrKA=?8g6MtP!p1i5{omS>#^O65}~*E-PmvwJe-|b2E7~-vRV>y`XJ~6W9ZF{#RZ3# zl%zuH;^NHQ%$!8XGC)wt@d$FgyK{aK^hg-zqSRE#^4lcPu?LVrG|&!$+yc;L!;rz+ zl++~9-T-j?fLg=3NjZ>}848EN>m?P!5+N6CfhUT<r4VE<Ago8B;8>KI2Odc&E6oAj zegnG1qXbgaLC=T*<y22saD&3%A98C0sC5VlcgH-?VRs-UMVXMj8hNRp;p5B_@BkZl z6dkk`4U`-%_Cbyt%P$43djo}kULvS#19p8{etrq~urZKXxzO8xLoy*%RAOEpWSRlg z{)WtpJe{@<6l_lyfm0)B_Zetp1DuPi@^j(qMm;LQrGP?kDP)L0IWe~YbZZ01JqoV5 zNnqWe?Zu!Q2tZC!0H3M~HYXo+pjjzom?Af`s3^Y(vRD$_zt4p2H&SrUfgEU{@Omd? zmG;A(;3`AGzXUS(l9W>l?XrVP0??lA{5<ejiLMUV#<IlpQt(t{Vj86M$OIiY3_X|| zG$sexi3q9ylR=wcz-}%m0-a|KxxqBQI2AgJSaNt}&S7x7OTia30Sfj9<Rk$|+sie* zvY;drx?#EqUOQ()cVB0KhN8ia0&P_TH)R5HAgyVIR7j7rARo5UG2GwZB?zpz7<6A8 zDB`jpldw+t(23C?$Sf7Oi37Pq#;FL@_W<d7vZLYYx>=xzc({8aIF*)yn}uLEgHi}= zby`k-Iy8h!4zB_ib&%x{Agv0%rQmfO;OUsWbZ}+nnvz+P51xd5I$<KXMVARW+7j$p z@Dx=>B6O}M7@EV%QxmhHqiOE>;2jT+pvCPV3%0yj4mpM7^_m@T7Jz5z9yjlK+`I=| z@TFuHC#FCb;DG%9d=ccr-1NjMNZ;5u5waEheB(LDY1Q7D&?DYG@}UR#IAs=<fCu0* ztH8~>q(tyF>`(TC=epl?&v~_Z0VqsBLsJ(UE<jF#EiNpD1nq@gpuQ@|?$SJPAS!@X zjzZEAID$gm+`vwSE&c|Tx!_;|&H7|O24x~a2fTsIsDfPNs*s;jkY5fiE<l%YfOe8V zCNhd3hqAw!0-lY1J8dZ_h(PCzfHY@jgU?-po+AymBRS*nt~~IxqylKwL0&R=C`17? zQVMBYA6^8}lb!>*$_QL;8(J7ZP9#ssEXxG#k$|)dk~2$Fpa($aCqY_93gwAKrH~Rj z6?$2=0%&zK*q95GF6;vZn?gZqX<2F>BrAr4?z#c{3tSU`mw16w2&nKZE(Vo~;1r_Z zln-$=XmL_%5oE0ew4a?>mYM@D+!QkNKwCZ`o1GPclQYU8!4BGk1-e=a><s6ORB*dW zApkthkzWq2J(3dhU<V|C4mB!+&Qb=YmXt!SVSCmMUNYk280zj3430tYhOfjD(1LqN zZR(d_1YO;skOCU^0T-m;MNUbn(Df0ZEdh}51Kl<SJts5_bg58DCiFDu)QS?sxm5~b z`QW*P{31w4)j1;-G6-;JAvoATW0&CRi_M^z2c2>PrZWzMQ-VSSG^4)R2|27HH5Yp7 zMMh;oehK9M3Q!piI+y{pG7S_&pqr?{#i3^u*sRcC7jW7sDg}iQSjZ_6JRz*`YA?9# z15H*QUJf0rFUU-X6w9DY3>x@?oDUlSSuqio3Arxe$&TLVQ&xa=rxYco!<GanI2M*3 zUJJIvIXD=c5<utCWkS~If}H_6gL@&Qk)D`b3cb@XB{eG%T*71?0bjfg+S(5?#U~%K zF-xI1GY8xn(bCe=0u^=&S^2ON1qzDtbHEFvUTv80rfJRFsnDr!P!@VN1-#t+#@ZX} zL6#?`XQV=}$UM9R6dE8wg<{au4J3Jjj@8LYg<OIHT1^E#tPRr4Ee73Z3f<QNYUzVZ zm*=ayK^ARlfh<QkyzL11tm@2k(6Tmgeo4$rFU^4-gP)gJQVLy}4%!h8^5U@##}<O3 zO`#~U5)v%Mu#HyWgWW)KWtqj$WDdGXJ2eIDU2weTflFb~VhM1lfX)bl?AJ)juYj)M zOamPh2%cGexO*aG!Uw!X3A|7oG>DX00%?0BCl)2;LpCvo6eX5rg6Drqq04syK({V~ zlPqY3Oc~f(kkb_M3o^lnWo%yo&MvT?5_oyLGt}EjrJzYHaA2oafEEyfbb>e6fKyOn zN>(Ch;TkA76mp?Q*Mql*ZwA{4iXX@zCs?@;C`1#}!7~Ex;3HyQEQeeeTbx=7zP$AC zf;`Cbzr0HDYzk<~5Hg_irW?B6^YxSsuOWNU6dcpRN$>Dlu$!Mxoe6eFViI`en}S~| zcn<Bz#>)I6Xrm`2BQp;)V+K+OI;sfd8-+61$Q5V<(&3d5>#k3{z6k7Xa9?!`D5dz9 zf=8S)@}XDefF=(hWkWz_RaGL$Oofa}@HW&mP-hVAWoPhy$x=u$1sY#~?6y$|$%M4H zK#dnr!x-d}oXph2;C(ZWK9K8lLlVKQp;tS=H#I3Z6{S`{H)Fb&LZ<Qalaot9YipoQ z<*K6mByi$Bya?Pp053}fp9c73$F%2DAuFG<6Z49*!Q)~1xsbkCQGOD5Q75PxNlS!Y zwpfz!aCbAvS>SWy!5N~sq$ocdx{snD6}r*ZB{3JWsmsIB4_rEflQ(E+I4>Ep-y76B zf~;Hx1*4xUxT%z13R<8A4x^IP3ecWsaM3p(Jo=np4qi*F@OCQXc<Pi?=sv50qWluj z?Xl2fSwLk0*k$SYDJiMNkn+7eKPLyW%Ox`lJc6JA-cSdQpRfS%0eGM}6-d)Q8`RA! zf;5-XK;<lC?f`VGIjCp`6@=h{o<`8J+lzgWyqcd`TnQfRfi7v>a$z6nj&QJK3g|p( zaLP%|tE$WeH!DELjY98E$Ss9VbEK3*i|rfBZ)^tZ%+Aj(fNcE8O@-Zjo(AgifMs1k zyHvr^0ooS{W|Ze=K#Po`)YK}lO$x<{d6|&;;*_FH$Z}xNhR%%}UUy9ag}#EB5m@h= z4J*KBqa-F(mOvI+E2MxHOMul}0B`WiJiH<ooNhDI(?O$}U@0YaaK?r#6a$3`*sG3t z#pTc=x>CzP2b@4o!!b0lFaSF~EE9SjbY?Q>=n7D%f=>F(1mBbhxrzN^A85HfI5J&9 zXRtzBp=p`mHCoTtc0SqB@MK3fSV3`4YHAszose0XUsMcTev$;eeAY1;G~Weo=UnUu z9eW2#WyzTZIhlEhkd0ea(38?HYy>St1xYL9r6y<RBtnm50B_Drg^Y^?WMt-mjwu9r zKeYt1<J_yX0JKN|?DvAA{IdLHus0)96CqnxKwF~0ISh0(8aUx)AKn9YI;gJCgC0Ge zmtU5e11WCO5+MgaC<K?LL(_#<X-XxyU<S3e5(|nUrw}{`&*&CqmSjQ_`<v#*w==;b zZx^OtSPhQau+$>(S%9FM?;sNbsYR)f&VfP*=srpCN*o0X3$W@7GcIfgxe&DV796!j zsp+7Up9wkW<;^y5OJ5=P@aA%e--{93=`&Ly*JWoGKq{X!@W}ySQ_>QPlQZ)`>o`D$ zD}+N<a3z%{XM>xSxrvqFL41YaL{Kvi9D2U_xzH_kpzc^6^djZN(vs3#@b$u=`WCXi zQvo!P1DUJ@)jp7&1BX`@WkOE_S8&URUfThlNiEAPhOT?|%TG#$WN`49Mk?fRr+nz4 zY6=%Nffo3KgQYCBs2uF7w9-`QA(Non-_jD3p@;Xq-Uhi$#IdvlGV1hvR?D*)>p@-d z+fzV(zCQIj<iyF$j6BHdA_Y@RP>KQV-GJ8cpwxE}e8?jxX@ZjiXo?#$DVqqs*9E$J z3p^PCTFwPdMWF3W(B<imrh&I3C00Ocea9fkQiU97goFA-7j}cvuEGsS@n2L5zwR+0 zH4$<;BWN%H<nj{m40C=ZWJU%wqMB2h0^QmVN`~NG2sl{4>*K*O4O)Q!Sy>ErS}|zs zA|2AlPD=$Z`T^$zg&^pp2YB&VGGv?M+vzjFno=?oLCcB3Y|toOX%VCYk(>d#7#+IE zI4Lm+vPQDFAio5Boew1A=9hrmG$22|*bZ(r2A4o4Gcyk_hExD0hgU(1-IB}{NI?lY z(+o1fSe%*%I=Knt{|k`S0;v_rprH|nM?vT5g7YD0Jfs-Z4Fe|-pG?Ty*~M;9^#)d& zn46iN50(TSbO>_K>u$&yqoAb$V3$1E)%~ow6&!A$p+fL_Zb)pqf&!ojy13zW>yFp+ zz#HsKvl27F!BPxrcR=RiK&LyVLdy2gY|x=KnUHL*keHcU40ft3=*WN22~OY;%FQeS z?R5vY3SX?<07`=jRp5>7pmeH`lL+ZKf^t3B^<J4d;Ko>G4%A%G<%3|EjKoUF<T7Z$ zA2cWg5={i16Ali5tkO)#ZCA<pdEg=lJdpz4-lGs)1$G&@aR560NtA(s;c;Wr<EF01 zjXjSWS3GWPd)zqXapN?wNg=6;(D}IB#Oze?tY&6WQ7WWb@$vKqcOf6{S___+dbM=} z*q_B2pc_EbAxWnou_!SmGab?l0$u0>sVWmew*-Ns0(_d(d~jeCgXWFFt!f2d&>4@A zrh$JEcsdbWStVzHZ|zEj-Z`g`4!YVI<WkTCJ)~Ix_6)d7q2T5Nj$!b@iMucCyRZoy zgC#|oNu`iINDA(WxnOe-uS7Xf^I|__+vL-A^FYbx`4q@0OPP7F{SKfAE6qsE1GhdP zvjUKLV#whfiJ3Xj?nY`}3iPZ81#>g7^~D+aCF!N$l2jolvkZF79_YYhs20#=>Cn-t zU{7Cgh=RuAK`9;_N-3$J$pnxK4zJ4tw-<d9OA)=L@Qi%WtOi&g^yoau_%^si$cF5* zNKQR6KNGSSxu`TV4^oGLdP|Vg+!Q=gi(u&lyo5g)5}6sLxtS@@6<`-Y7tw40t*3+T zJ@Zcj9hU`imx5<HIH@SORzT7;=*ly2sj5(tkzWc{5)3(FGqViZd@TS)EJ!9d5xPy{ z!Y1%$0r0H6r=Pp0ALQ(Tlp^T58gNkzS=U~a4@ytq<roUdMTzB*^qCA>g`EgJBUqt4 zGYcFppkdE^Xv;;Rq$o8Jx~L7jJfjSB<~yV}3pzip6grccn_2|AO&uHsph?IJko$B& z87T*x%$zeo7x3id<U`skzNw%aeKNsaqSAE8FjHA-Q4%DDD5M<T1}Qoq{j$;`NSO+1 z&cKV&ROn>8e??k8bd`1a;U$ocSr}x}OTp0_oT@;_PtM%}=|X3wLQmYuOHED5fh-`s z*?beS9-<(zI57p>AyY`qNh*b$N~chn3hw5mmQ+D5321o@-RlKgG79Z&lw_oWQ=9^5 z5Ego_^x-8%ke1AK@bzBFInYC!KzBid)+K?<rks4}9{A$?9LVeqcmM!2r3A`h3gzIF zcT*sf2nDId#rcr=!>6nEg3BvVg%7&F7Lrnva#Ayszzxd>I~G3Ju?duJ5_5_neLp`p z$RR~(rK!-x?4T)|qOw%TvPsv(B1q!QNX>y1`QY*@8QPOe&d)0YU5y2)?219hj)4O> z6*RO4y<#RgzX;k^PX&$2f*lCDm>pazf!tD&nVb(US3qlZ@*#^_L8Vk8Xi6BI5sLB) zpp!wbS8aeCrE+c#IBmU|HRa7R$Z><<fr89pNEZ|AFz_54$OeU~L`cUq8Jy@KtrPGf zn|4q?2^^;9)`1fH%Z8cHRxEzHb^=ISUS<inE1>|ou@-U)PEu)A6{J1`9rOtqq6Dpr z0Zp5OqE4YIKMyiD2ikxEne_o}&CE{$%>zRQKHe;u_+}QkwFO%H0=7I9k_X+3pr`(4 z<by}dJpCXC?*^Abn~=^qiKUPk5obT}VQ31V9b}+O2SDxxt*QY9oPuLYeiFF-0y<0r z<Shl4)Z%i`iD)3(9_)a0-O5vopi5QKLA#kCg%))36*2_nmYD}yg9tJ+F&R|<fz1MC z;-Vsm3zJg8_9#4VTn$pCPyo7C5#$yHztjS7R68f;g6_UahlC_(y-)_k@Qg&zabn<N z2z<ui9#C86*>aEzpSFTm{|4vh!iM2<AhT0Nsi4IH#n3U^(4r*hIo3XjkTtG(nc!nl zUu~EQE@TRzsR_D8II%20GX*li=IZMRPCuaa^^h9{6^afoEXYiOw64;@8^NF{AGTo> zbT}TgzgPr1AP`#DgO0WUuQ39x+=5)0rQnzh36?zQW|}vf)`C+w=#a%yNXrjweK4pv z1=sdTpaV<511BY=;PIgV=oLQ2IjN}ykc5*2>ZF1*GN{^agq&4Y4!Ru@5~ARY4rzBN zxEDdsgaO?V3)$?i@M`M>a0Dh6KyC&BCD_u;5?I$Q6|(cUG#BP!P_YHw_T*YoQj`jr z$p=M$Iy4V}RwHc%n+a-mrxulf`$^ZQUY`vv21-DSCXYZyLxNHZz-`!<?Y%FSHG*RK z!A|fEOh@-X7pNCQ`xxM4lbDyER|&df2;@l6`X=Z);iAO6Oz5I}(0LT;pl!_Hlvkcv z23^>7vF!rra1gNJ3W<<I-XAx1KW<zFR#;q`k_b5s1l*k}Pld*Ra#3ksat37obwDC? zPg;6v5$ODUkj5fV6$K7`@F^+a;`8FPi%nqXf=*%11YH>dO8e*5o^Jw2H@MUWoxcG+ zOUwgwNi?`Ib9iA<CbT<WT$)r4Sq_~EUz(MiUj!ZO&rK{sx@XoGy0iu4o{Jq9c3c2A zQ;RaIz{$NBw9peYc?}uZ%}Gs!UXkt$+H(OJH7m_6fb0_oAA$*58VXi?cuB_LCE&SI z@Y1DC7q)^tqL5Jv&VZo9{9C}oWZ)tie0U|aX3oopPKf2emH<E(FDGS|B<Djy5!A`Q zFzW)iOjUTZ4ZN8~;bzNC@IHG5-+btWO0JL#HWG{S@{7TiL9bul4%)a6P6mgUKxdCz zTR<UjedhI<*XM#A>YfUo_e)QOUV-MBmspyTnFLuwk(3WUg%hOkV#`IyO4hX0oSgh} z&}<sWB!z&)0%%H42A!u3sr=ks{e!>(o1B;fJ}3#=A$JC?n*uwi?C=6e>maET)VTl| z1?oLq1m9Qw0DN;6cr+Q5*+J(OLr-*i16dFPI;9J;*}MeYA_J*X$OoT*3CbU(Y2ehB zT2z*q3|U(OTB!mHOmGHs2JK17Oa_M*bQunKehXBT)`3q;JG`!>2poqBeu>ac>Q&I; z*f+DAK|!MMx@{83Glix3&~|<(w7e)ugpA*V28*D13v{d?s7e62F9~{tS1M$u;G1ob z#i)l@7UU;GHpyOWy4VdGoVeHya*#RXEXoY%F&_$UMfu>oQ;?r?crEBy0Fa?2(31S^ zRPbropq&zj!8dt=R*gXFc93(xeR@dqCO02+5hOS`K+}EDc9ud)K6v>>X-<A=F?4!8 zH#IW{(xQLfx8doW6(C2whNMc*V92?c!6B}`pukXY$}flXy-L8R^nskF;0ifZCm^*5 zJaL!@y?`JmA99jIGU!ro=#rykP#YUEY7QDD0L3h*>`#P__JS|yD+Vvz0L?)cfLCzC zirv?nI^HY?U)1aB8Uzj@Pz9e@0=)(?vA7hnG({m5bc-ms^aZsZLH90#Lm|C16SS5J zWTyi7?&~HnGcPkQwFF#|fR58hhc@us67wMLD9Fgn$uG_?$N;VP00%*OViBZ!nR|F? zUOM;)4TW;huwq_1Xrc~mF{nEYYWsi^QeqNh4YI;}P{1AnAJAEpSPBV7aDNKCA|W#k zQbirvSeXMEP6JJXU)T>SF&{Vf!`Fg>{Q}y62Ak<{PAteQ$%jnGni+#Tli<$kCh*+N zj*Cs;Y>)^EOz>PVDAt~Jg7+-v=Vm5CH%cTY7D1OH7nCODfUYoujLK!C7C{fMS2(xz z9Qb$}g|J|dHy=07ecU+xaU=M!^(Q;lK5g9yE*FXulZ!ytB178yB^jATkh#2!Qqa|h zCEx}uI4EB?ZFvI<qRd?AoJVF}Y9XX+SCyXx@;T_zT+l&RiAj(V8U>fkymUw}2hwQG zflitS1Uq_rf*hp~l%JHD2i<!Dnx6+xMQGZCBijSK0|UJ96?E<ccr1StcyT#+C|02) z33380Xchw$O4*r^Zf|J;Xw4_2IS;;^7v$=+)Ew|8r+&x=HQ0?<$%$!)SAwGY8hG)m zLNN4@o1oP6Oz7HHkHn0`49MUMWB~zW{2QDsZ)^bvO;Twdc#lI-DR{;;BQXuK+6y$l zRFnwmEQ05_L0x)Cj)!#Lz+nJBr7#mZOcs@q2pP%pDa{0r8x=!F=@pU_p;wzJc;{q7 z#*GXuEseq94mp?{+=~R~HPDe5pyi|B$`I5)PR@oj8DBST0b2>$iUyiw0ELW#vnQk- zd9ev}VJaxe<`)-$w_kugmzI+XZuBS=J>0bvQhEh}u0{iOG$DQ|N`;>|Qj(bqTL|P; znv<CbUg_rU3ku<v;1W79rL+jV`R3)~`5>!6cN7&Dr-Hruyb-c$>GhN;U~hnq4+M{7 zgL#SIOWjK#z1vDy69BYqz6exQK*rxvQp+;I;Q&tC1)zo6;B9N*1XWy+Sp==}BmF}m z#S*w`E69iL&&Vyvht!2{W>0uMZw6QwXbJ_I6bkY|Efa94WF+Q7j<^m;ECJ1|fU3=B z>!-Zf1FnzWHm-RM4%^~Pa2reE)n>?Qg`@kx?c*2AAr~wagZ3NcCKhF<f;W4<hMegW zoS9lw1ZgX#7lDd<NL3zM0Ch%U5@;g@*!*1RendymnkY!ZDJabY*BS}|iAP(CAsya} zji9K74%@uixZ%}~4Iu6AnMKf&Eju$WuM!*|0Y#~~nW;tKbOqX?16s%gJ7hKoHg5zD zf~-`?nL40J1IV5+@M0F|p)MDj!HYB?XCl7Z(f|&ReCWZT3c)3i>n4jq8>dU4%imwG zo$wkQZx=w#rCp%goItKTvJrBghJr72_)#I}F!-FD+)PM^477V0GG_!jVx+0(aU*!? zf&yggF(_sf98;jfnmL)t8PHbJ;pO?skPLgV{{o~tnUqsn4B2B<T$)#$k(mdMErnFb zz?n;GStfXVR^inS@Uf8!j~lx{B~M}sc&<z#Clj>W7+T1c!Oz!ru7V!A4yxP1`7gOB z5xnOHq*>t&WWg4wNe@nN#h|lCz%5$P<=d~ot=RI!BkkZo2i=Vg()DyA<U-@{#GKs3 zq7rbmabeMgtrzx#r#8TgbrVZ6i_<_^&l!BCVNN3SQaRAkj^LwTK?XgavK<^k#re6= zh2XxRd)`4}&pIYPgI@Fzl$o3j?jS1UmL@|^MtVDS1vs)Y@{5X73qUOlP-G<*Ll=st zfi4sPccm0ki@?1ua8r241<2tuS)l8K!TCBZvnVwUv?33j{E|yEL8pI!Ws*{h!FPOs z3x||UNcZ^7qE>J~Tx`Cu4XgvSt`xR37j)ZiVkUHBt7Aby4tOH(VmD~1Flf#c6d2FJ zr&%Z@6+!B*NLR>>qfUvCnQs?p%hD+mJZz&-nwOIbT08>oQ*1yCxPTquSPr>QQBO|^ z<aq@{BU5k`7Uk!cKnKMjCxSpO<pRw-K<;VFF9NMgFM$+=&*$s`rwY*cC+Mgouo0k( zF$zn;Aq>8C72F*J%lM|2WaNWK8Q<)Lj3Axcb8h2#@Y%~bhas1ry_wqbYA0mcDGxLU z0uDRp4CvyLU~nb?n_W-@I;1Q$9l8eF4cZ=l+z1}Mc(`jVqyPagF@&CKt`L=)139Zt zAu%rnI^vdI1iH{1y3h`^{4p~hT=o}0u5>8}T}PP@J*hGyH3fPUZfRa|Y7w;Se6jIj zALxKxkRL%iCR2-{jk?sLV$f+K;N`C1P)<9%4HS{;zF;39q6C~AK;5AN=)gK?4Hb0b z5okd>v~LcHSGUX@@PHL)3k0Ng4}e+(iP;>;I&%M@5Ku08vJ;Z(f}xk5gn5GP2DgX7 z7yp7BmXZjWFI7kZ9i#)&7U>9H^^jSd3q3%xATv1|dRBA_B<U!)f)6SLU8fB)Lm?Q_ zT|K-cCkN7qD9A4W9f}P09BA7hv~vJDZ4i`8KsO3s*Z?}P29#x=Zr}8L+hh<+Au%s6 zAG{zTIioZgQX`~grWQd5_EQqUXP$u<%_yYhKu<UXjTJ){;TNT*rh&Z(tva?|*a>!C zRX(_u0WF^dXYQ=j5=c>1P;__&WC$l1a;*qRc}Z$McxSjma4KYTeqsq^BO#=E0bSXg z3p#BMvb-3ysTwp83F+$<=VXFMl@y$dQWL?fXD#y|H$nzVK^=wiM92a+&_QKjr(W20 zVFze~8T6nb-~7DHWbi=dlYMPZcC~>LmO^qqXqi1YfI>jEEQp0zT>5<TZm=p))pG&d z=2j@rNX&saDBLr|1Ed@@0|ME;@^tUU=bhkn_X@7?R1B_ZcYqWs<bzr!U;_(sN@24Y z#RZ_HJmBaA%_f(YKn5*~LAQP;<v^Otpi9M);mhH&OAc=?g4}djPy*@mB$j1DYq0`Q zD;b=U6+#jr*Ul*%1&<r0r9p4APD}>x(*vazh0OH4e8h>0QJIjl=0Onwc2Rk14yZ8& zO1rt4;Bn1o9TT7I=!JwYs9N3&+I$A~T~1;ibWj|0kpm=G<>o`?7p_meJ{@czXw5J5 z4AK&qlXLSyM^}KI^Je;*S35SmX_*7gbftOF@g(rYNEskoKo^)m#<~@XK`RzO3md>{ z-4gTC!L=S}u`%R870A@~gC&p)jjvAw+u)NAs!<a2z|$QHzKO-)RapwjrAd%R=bI@j zzz!|TOgX#~da!uj;ic)&PEHYMOBpCBE4<kTab)q~&5$mo59kgz@OH$cM99srkmF%N z&IT<R%Y&rqV({JdnI+)0ae8`sI^eKO%P&d?Ev(D~50Wd~?g7^TplfhJ*N}l-<dmNW zIszJG9B4lSWXmDw_V^1ME=~u9K{DtZG_byO=*e>+hbEWi<b(8I*axbzE<y}0E>8uy z7HrwuX2{;A;>ujmUVgB<N{XS&XR{I^BgSs2Mc^Uam&>Ms-3vO<v=}sz1TG$`GLOuJ zgkx@LaVbOxsOAEt8wDTmeT<-ED<Dgrlk-7W$br0}kPO-i4R&!#D)@F!NCzURC_k?X zvSh8e6m&p5>;et&*;3&1Gv6%U^QL77bk0E`F(2F}c-qne@~Hx7LzHVUxE{|)gx=0l z3_5Wc(r|Xl&jp{k2s&%-!e+4bzKJ=BmBpEm<rc7wnUHD#bR#TiOcCUl7mf2kHH}*c zC}0(`kAP3e1r6VqKo$jQYlFN6I{h>gvJfdL6}C0OzcdkgwG{M@)XZYY$nu4akcB5H zsRbqABn}$?g7j+AGogJ;=lrxZ=)4=KcL3Y?m6o3a9y%z^fovsAOvy+EElmNt&I!6Y zGN3dMa!^-lC1e2KsT4e}2)=~{<f*3}+rVJ}UPHIz!Y+^(6jJi@^1*lISeStM;Mp&5 z;3k9j0m33GGdUZw#3VZ}vjnt|5Uj>KFTWgm;8T7!xDW3EUJV1vJzxcHiFqZ7#o(lt znVSe+TB}e1J#+8P49Gd47dAmp@CTj7Q3Qz^(00pGP@V@l3VcP`CUDgO8fGX3^$nrJ zV#yhxE-5G+Zfv{($<QhJxuB*X$j6yU;I>_2Q4yq%Q=9?5025@ULRw}rWP;i^GaJ&+ z1@AKkm)hV!0atShiO>~-KA?s!IQTMiK?6syX_@52l+;}C$P{Q8BQXcEARIC<23nj3 za@x(V8_U7tWuOHud6~taqpBc*o&^csWU#Zq0S3BA7`j&J@V24?=;?pp1|(?V33yah zAp~?YJE$a32+n})A1%v-+{NIQSpoK4aCs(V1QvW!KcuD(2W?pZTauGnQc{`>?nHrh zl0yd;6^cQ-Q^3Y19bO2|XbR@wV?-4E^T7+36TzjPf^RZpoYAESdYfTRX)fe!m>kd^ zHE@p{a!41b*9D4*Ajn)&W*%flL%|t-L@=l&1)AvsI|j67KNUJa2+qgglH4sb4}3cq zc&R41h6W!*2R;f06ub&y`H-29lEW*LLD_Zz<lJ_@%)BgcGeE&PzX&>-zxBdi*wK)0 z=5Bd2y#wssyv$_CtO{rnJQ;MaILO>b4a>l-`}57`z!uKk^SU2$0Nv}&kOK~0@0bE! z(+Rr07kXiCICzs0*wpJ&u7mHTRS1S`7*=@PI3GOnmzf8@7cC#sXL;EKTFM44a05UI zEdX>X2FMKx&KZy!uHVd9@)n#n-^^@zvjB3Xrdv^BI%JW3X&z|ZHaK~L&P4}Z9|7io zhRBlg^TDH27xqA}6HH6YfK9N0+t3Z*6azXN7F?Gf-jkOC?*4j0ig5+s)RH1_%>p|0 z6f}|r_T7aI7a-epqcZX#efnh3L47IEd4|;D<b22g7^r`c46cMg`Z5!bHbEjK7qt2i z>`Lgtp^)+gd>cD-|5a*UdM0!=flFp8#FpaB<ZRFoE;wnt-n`{?cgL%pkgi=~5#)5V zyi`c}@0<Z`-X`alLC-cU&PmJ#w;sU5ryyrRH^jL(gF_d5W-quPdj{FUQ<R!knw|=2 z2&O<su@$aQxDH-51sXqv&OinyCTD=so;zeyQBi76KIDd7dwYAxux3{3(b+kWQ$|4t z(19xH3;V!P4&E1;nGD^yr~tZy7PRLV>>$vd<O{pO!2}-dOG$*RoG8r$A2$L@BZ&o& z^UHETD}li+e+AEA&tS0jaPZM1pnz9MNrjx409tWX1kT8Br_KQ{NI1MF9h?MGQp*y- zJ$8kX@>JMuRZlncffFrw!m+pnbOufm<S@g;66j7J@DM-P1kh39kOo)T!`;w}CGra( z#iKuXO&qus2b~k22HNyl4Cy(5R^t>wj#f-9%7ZLSQ3!z80y+c?Txew$gRVn_RBb7# zrC_n*RM7saO0eCaBlsc3X(DL-4y0KDKJafVXw4Wny%cArmx4y^AWd&4=+zLQK+MTZ zPXs3n@RHOfP?dAB9aMB3-U8m`2MH30bBmKRK>KgOkpjMG6LvMohxvVwQ4Y{@BFK;_ z=$dhG9D*edF9ID254Hz91PI#XQUpC>5p=9}I;45w1|Dsy%sT?vq#gpgpzH8T$Y$Bp zJWyjQ5p;<ebY?afbUzWe(e}D&4#>%+ko2ICSX=^a&4QXP;7Z_P!-WkOAzfNf2@Osd zMTyW=L`A8|pm9lXXoA)^fE!>6ZlEz5*s(T=;QB5z8C*L&Ujn{oOd%Mu)EY9*a}l=s zC=<HByW!1T@QkOz;e|!1klMW%l)ONh806Zg{as)iQ&Q8QU7K9c#6H-$3ZPSeAtSS( z(`q0~)Ngj(SPu?+a2DEdVG~$;QfX=)c!1f_4?ORo04d8MyD<~Xz^BzEr9yh8=Qf_( z3$prc-wtpx0`JR$?qvdPGXw1{0G&ez%Fu_w2jbn>cmuq*6;x>~hZLB}utPw>BYNQ6 z2AZ+D0l75FIWeyc+Nnt`E`Z)!qL7}GnOgw15_(1_DCy<rrGwW;f;uUXiEaf?=zh{y z8ya4BEd}}Se9O6==XOD~rh+DPAsb;pd$1uZ<1+I=d*mUz1Hr2cGE*Tl(V%mWK#QtC z7czp2o3hmORLJ}eI8PL0=A|Zr&cFs)13Gj4!Uk|-r2u@uZwctc?ILhn$jAVCL=mXF zGYfK{=9}qjUe90idRxou$xFbA>Gie_$U*I1scC88ffcZ@S3b0VQBsr$Ugq+29eB$_ zaz-w6WZnaMQ_;hnkdu8&^FZYtIG&3ubCW>Fh(df{lA4$Uy+E?K0My_ByB59x7c_YW z)|Cr7Q#%K8?4G@n9w@$FYy&5?MDVf9VAE1Skpn&E&o8wsF$FUG4ry{gO8x92=rLD5 zrO>ujZelTb`90{KFWAH<c<6dF*v!1dqU20i$ySwFoS6t&iwL>Y05VUVpI8Jb$3cso zVWXI?keibr2L-+XFNajf1)cr{N+k+@iIAR`6Kun9B6R#5bT9(A=2i$ug$~3yW)^`O zsi1HGuO3<axDmY9?(NhWue+CklJ#=%+1sF{<0TNi8Hp*7O}weO1<<2{d_c=mK&b+} zVH8rfLRM;m6ArZZ1zl$VS+4}zpbCoc#60LCeTAgNlyq>Roef)s2U>(vlm>0trj_QT zLFQ$_(FnV_1w5AnvijxpIZyUOjtmL_ZPx^ez2Cq0{eH+WIOr62Sc?&K<p#JJsZb6& zd<Jq*N>XB8CFFDl(2`70A}G#=)JNr@*;7a)fNuMPZD&2arwY1I3UskiCUhf#V>r0b zhAfkUoJS7|T!o@k(9%8VoTF1|GI%%jgB{>me+AI(;ozt%&V+0U%_uE~teFT-E=q;W zBxmL%LiRT&W<XXHfR6kF57dCe7;@x3?4VQ7O4Aa^Xote<{h)AGIJ~kDay3ag=o|}B z=qP|Lhk}gW7J;ujf@~ZGb%HNK0x~H-Cl#`gCL^&Z5wiCf<j&GO=t(o+VyYNiNfxE1 zXQmdx*6@K(4+9q>p!2MXL32cq$~QGHy$CYPUQz@)eG6PBf*hDwTnrsh4=I9PBJ_F_ zc$Pxp_3{qz<dA}QBDmd_n3oA2ng^X75B5Cl+-69vo0bZ`$^a|_+N1zFtO}BJ3vx=q zWr{)&q|xJ;mzD@wbeNfwlM1<&N8wEuINke3f=lX>qN>y+NISGR8@jSZ!7&RIex=}X zT~Hoz4h8YSeJsfETuLfvRa9vaI6W(b_(KMHQ%fK%7EnD3N?^}6Ob1b!#gLYJQhpKS z2z_w62VIDqmk!y1{(L5Q)Dd*cZYDJ2f;O#Y=B0y!xD3?Z$pl?Y1Bx7lf=bA^FnIk& z2{bou2i;``mVUKoEx7b4&qyrE%ZDfhcdj5O`WA!lozE|V?amHL&4FIQl$-<ULMk|d zPoY;RNG%6jp8`G38xnpYiI84$aYkklw8ZczO$Qf)3O9D%Y`NJ5c0~Z>Kw^c|Jn)UW zkUW@`nvw^(eN6#0z5y<;z#$7-Dh58)(kC+w5~hlZil9`ZkemZ;3xt8TNkKdtl%G<R z32CW%ra;e4RtSJjUImvVLM|dv2ug%5-c8L*Oa>nn3A&CIbd&Y;$Bp3Ko(k@e62K#~ zxBz-qJE-xI2OT1JPRuO;jpu+IlABlp9pNbgWks;73sMsyi|4`PQs80$viAYHVl6qf zC^Z+lmIgE!UkRCmf7SzTPv#^-j$#EbYR`le2gx~!rI109)NIJ=L<Ogu{Cx1CsCkKy zZdhVTYAN(;-we>QNywm*YZ;^i2<lN>fE0=Or6r(#Avg}hGE+-HCt4S$f?WQ%asA^) z@P?_7AaHD@LIXJ&<V?tDo^yUKI5SRoy}SpMieK#R0%w?4o0?zuw}2+Z6d)(TfEJ&C z>RNDbUjcH^b!IXotAg&2gbrd9rDi6jLK>1upbHvuAj6rU!IJdUB5-d7bU;0%94@FV zO3clKu!Bod%M&51>kco3PG>__DngIRPbp1?q;kmGR&a~-*%t7zWjA)-Yz283v=#Bf zUWivA_cL9e3f*OVv-!sIn{A*dRsc1vz*#3b1GLEm+}2U>F9$E$2QAV8b&@ZDSDt5N z7J-*hffn^aZ{q=v3@BWfeX$Q5;E=&r&;hF;TT4=t!6SVNDMk62kp4h%DR}clCgd29 zRM<#5_`nH}mc+7D$Z;{biFu&YBf!nP2RmCH?3e;_Y+_0(ba}389=PyJOwNQZGzlom zF996}51D_P23ha{E-Z4OlY8Zr;QW}GmtJ~!C1fc{Rc0#W&OA_6QJM)F*aNxZ`poOI zK(U{f3OSKKEx#x!GbII5Whpo%7J$d0u1~nW;QCB(@&FCrLaw$_@CDtN3<~|cR8aZ= zOM^~-%K>)`i$I%+!9fKY9tO<;L09J;URja|>Y9P9Elq)(Wa*Mv4oQ_s`LO+I`MID) z8;~Y%dFGLs$*JI@x<NOFf#WbGvp6R+8`5%fNvs5?il_4-W1XN}3fYX93$m#w5t3Rn zQbFfTgH=9m1fPVOkqS+OB}IuT(6jOL^PpQ*a}$e`6N@0Lzs@(DZ#=gjY%%CQ8tARB z3cjVq;B`SSXSadn+`wn<fgR<TlLNg57j*qkCOAwK0*aueSbk1sHhAGkW=<xgCtd_v zk_bIUGawaoZ5k+k6rS#boTHYM30)YYPzGt~D)@mbxYXPNP|F>x*2L5R><UQR3Y=;b zaxzoF&4$B!lCvQth(d5lD)hV%cks+)c_K8)=H-`UCZ~di96`o`mH~i`D@x4(?Is4- z$3>~29YLA-kZn>I8$k<6FKhwddeI3^0L3|=`4n(jSp*ufO@YqTrh`sTfMnyK)M8La z7L>}tyNSVylZsMPK@(G;^rVoJp9g75Cg!9jfsM`119eWpOz`v@<P0*<)wH0MG9aUx zX1sxRRe}prlfeTvu&d2L2?^56ECXHB3-Vlkb|QGJIyD#CcYEBp{Ba{>-)U}Q){$1Q zqsmj0z`IAm98lSrm;~J%44Pfdfs}}T`9&oe<<NEM3I&NNkQ9?#lwY0#Nq6AJ6l4NG z;qVf0aiajcIt)_dfd-XQ!PDu_dcmFqt$Bb>6}(=t^VMeX?XZF1X3EQjGoXi1DtNkq ze4dzhWFz>D{Ws9XUrCuspmR{cV+#sl&;e}F#(Ze!9yB&^Vbg`(kehR!wRgT)30cLH zmk8Om3);#AiU{xmAMg^%)SOJn<OyV6wh}V>9SS<W3_Mf>3R8tZ=yd}HsYRdzEx-xJ z7u4p@&x2mNTb@{wT9gZ#r~v!Y1+*F+oLfqBN+4%|B!XH|V4cN~OCq45kddF81YIMX zoLB_yT9+1s_IrR_TAG)hoe7zB$j$^86s0+kqf~D!zX91PnwMXa3~3A(<mXg^mYzZP zBkkM-Y6Cun9Ho1BS6*f^q=8<Nngbf#gx&!MUK$2E92w-*>`dtSz~|PU+k0*!*u9DA zpsUgoOTaa-f_o}#t6E7BbWM?akR!M}1QnslMWEF)AfrI%z(Bejkh2cJC&_}MHNOBF zT?!?jMV|$!rI0p+GiZAdWHBhHoP%z<%`Ad8nI6qt^=RfQaK;4>972Xt6q52GD*=2H zOCdE4=)$;maKZ*nEu?28f=go1ZE%nVnm6Q7o75c8K3R}M6*3abKtZkGT$Gs$9yczA zweuH(Cr&d{^YXxDnu0rI(&NQ!u=(JdIGQdtfJYZE?7Fbw!Zy%q2GE*okUtfCGSk4# z1BKvxNIO9xpcpz<015(7<V*%HpfAXP_AuN+ogv3~1Xn_4YLgOklk&ksoon9AXau=7 zxfIfFQpnAPj02~EX3aA5^Fa4RgN#&&2U&i2ZE_}9UvNo2WGfJ82^T2SgBKPl<mHzn zf-i~!$DC(gW(jEZVHw!_kDHf*j8O0{ErP^M4yaWDbx<j&?f_MB&l@3U2UMlzfH&@f zrx3t((9_wFA~QE1)Uf~uE%;y{Fbi~iH>Aw+1x?R^0}^yuUv?_gU(S$2l%6evES$bD z2Xq24$U@IxM{s&f&IBJ~SOQs<59%SLmSlqJ3P`)h*V7MdQBrEg;ccK0E6dLZpTeS0 zS`69z7X_YEQ}9m)&wPT9go2FRCne_O<mW@Tn1VXvCEy@b@Xdrw&$wmgKn7(m>;iX2 z8=?1q?FC&B2+sJRmNRtkNM>Gg5xD&TPO_ktVtJ7Dbx-@3JzX*lq#Sg#C3NypA;=9J z6VQDGX{C^b5jpvgl`x6L+0e#GN@`{WxX#VYOV0s!a6ud7K-bDaI)g!=>1l8P6z3;F z))p!hK-SDdie&fHyb{O?p~p>-V|<EIlQRoI?Fq0p4^T@U6y6H2!7D=Dit-^%DA2}y z&{k+j*$>X5`4yn}d%9ucvl;7Otb$}t&~6IYwD0vP*QbLGElMqgEL2tSNz8*p9Js*` zS{v4Iu>%~hpwP-qN`<b%gd7A=4DSAbmS^W?mVg>#kgBPmC?8Z^LzjM~CxTZwg3k3Q ztpX3v=O=+i!@+3+lqG_|W2aS+9sUZ*8Rej4q2T4{3yK7Vq$4v^j<kYeDY3X9DYd8w zde8A5=yAH>o84Y-nhJF!=zymZNK7h}gZ9;f4GAeqEraf+Ee73ylL9%-Rlzd@($`MS zDTYkYfrcH5K&>E<g`kExsL}!jcYY;!hSJ>=Txf#3+R6EOd8x_ZMEi0A___)IU=NVm zXKSHD#-PCuP!vE`$3S~5Pj+`bn+_gx1s#S6?PGw0EE~KBAioHbmcZ8?LvGl(*mPkB z<eEK&+|rT~NR?Qc2RT>@6of6{r72Grc7dF&keGrvrOG8WuMC>bK$97u<6gnR>ze^- z|E1+*78F3|vp}f~99-Gpl@(xhZb7bKp$F^QAFSH|N-c>X&x0HK3fZ7Tt{@G*jKm~J z(>Fb}JijOfvcV3#F9mXFnKR^|H_%Oo;KtkDi#;I26w(uO5-Y$qfcId4Yq3`wH@t2F zAC{m{oC(SMU@zqtL581GK#P}Q1Eb;jr8z0!D){i8yfl#i(?Lr>VYh>Mq~<_-71!rM zZih+)RjH87R#cUmTm>0m0xd~~)FK(Fkh$i>ob<!Hzzv+tY{;?GiJ;?>@}T(*bR-4% z^b=5wXCHyhN|Y4kLmEJD_JX&uDx^b)+#feg0DHJNKM%SO7d+DfI@bZ}7|=8*WOlDO zBe4i_tcn6`z7te%Kx*IAvc!UX*xBx&CT%|S`a00zV$k)Lr8$t(MHR|Yiy)g9K)oT* zB0X?Wr-AxK;FX@~sSxQB&@f{%wED}*ge)L=+1c`RA^4D?49Fhw7wfvf$r*AyStX<+ zos*iEUXlSW-Ouej2i~fpkdm4Uxv~<{X$XRxJgE?z4LL+FIXNFXQwf=xOv{9}7D3k+ zWkP$C&XDsD6H`*5d$U|1ONmO0A+5#C^gM8rAr&?Wm75A(YElS3G0Wc{eD~#p9cv%# zfZSSNP+Xauk(mgoHNj&X@Umpbh25aeJUGdR<bzMCOicloOV77$0*Bd=i4S+}hYU0% zXBH)wW<u8|f=@97RmhpinZ@7{70^CJP&!m70_`e>L<Hyv9>{)o&_%I{rQo_v!4Y(y z2PjoM+1dScA7qj_95SQybO~hBFzB)^@UBP&&_xj7(=il0-9heru)bFZl=c+NEkH&n zl!H!t0y#v%w-R#qo24-m0|Ude{b2XMZkq9CCO9$=uPg(JKimsae0W<CWONaJ>R^Cl zs1LX>1uZfGp8yIjv?1f~;LC6!X&^s2yCe~Mrz_|_3`joDgE%%AbPgWK7GFsI&CJUH zEy#ro8|UWdfhLF`84o-~3HFB{WVFu{y#593r5w-+`e3<oaHF8KxENB^=O;nWuqjUj z^#x!R+MDhL;1S;=t&nxZpxfI@3&73=Es4x8hBUnuyc|IRsNf8Vn<~)V>fkUc%PfN3 z*BcD#P=W#oWI+yi?f|^<A~nCX7&f!0aBeZ!nVBi6nc(XE$=(G|m+l2AzOVz_iP;1i zKD`Kz*y}5<PXJj0T2`0}omnj?f}iOLI=B)ftpK{xy$Rf~RR~MW1FyRA_jU9G%U#%i zaoPpQA?cN+;Ivj;0@+}goC+ClDacQT4DW!3`9U=@xVi#$m@hVij`+F&Iei{H*$zG0 z#v?HgynZ7&6<XxD1q6dUu8^Nx3ORrRG}8&%@dAp8XPY5MO{V68?gL5$XZwIe$XS01 znwpxB*7hdQ{5JTYy}cJ8OIAV4HNd;`ug|=`2%NmY7Z@j(Ko?<x_RtrDj>ZM&98h1S z1Uftb-*g0Sy*}9uS*!p$G8VLR3mh)R`N^4()&^+N4meIgd+j0Hl)xLLQoxPcRM7S# zNY#~;n3D{dyapXYz7=vSZE$`L<bH2Z6;YCz4Bbr)It&gp90xhlKq0dzJvA?-9PEjb zqQp}07%tcyMWEGAkWxCx-^n#71mu*UR8U?3haGhP2<V)_Qt%zBj=`?rb|vW24A69F zK4gE4b3SN#4LnB$(w7b$kqpU)TvP;_mj)*<@D67;Cx{t&spZ9>g;$V7t&p966g({s zx_1LQ1O{1{cM*I(xPnJ&Vi{zZx)@Yp!{>4{3qVcoOz74bQ1=C#7|ISWg$#;?B<6r_ zAO&Zj*Bc;Rk;G)kDw@N4iVj1z9Hc<cQ~>LBDTVGX1l=15Dfu$;^Rpohhoqd$EO6iz zfcgpGXi`Ya%*ln6mQJ861R<m03c-ocQ8UmAxngJ=FC`Opmo9iH6*6`14mvp;Y;|Hz z33$@}=?+M9BRL~E6Fdc50NMebm<MigDZJh=7o6;J^N;RHg&tYvSPHt;3o@vZ1Ue-V z60gOj$<RG-FB+P`1tX}7lUM|9{(_=gAvp(jLdo?h*B60>ToUuLA^yqB2hT`@L@#W; zu>Haou)T>Xh?_98b5b+&Qo$$bgAX*C{<x|Aabp`eAA_<*Y9Z*NM92md1<+`1UP)0R ztm%~p+VT(1lM1i4OavEvx%qjZX*5V11GIGoI)f6F3Yx)%bkobBBjpO^nb7utZ+;oL zcLcT;)Zi;B%S;6=#RR!rAtNypax9)gLFr-0SxBJ6fQwVXrJzD`eg?!`h2(rl09QeW zLJL5hO6ZVOP9k{h`eO5iy%%<YQ$SE^Vmfrmk8fg8GPrjKU$q3DK}mtm>Ov1ihaPE{ znFTo%CkNE50WUVa09pB&l?u7zImk5}oL&Pm!6lu7M=H1{t>9S(w)esgP-y~=iI9v` z&{z>TQ-aD%P*#Ixd+<_c=n?lBnduqe1IwUodIivmP{`V=l+1#hd~lHf4m&^45lST) zpfMfrvahF`K`wC&_J<r%QgC<|XwVG2_dy{owFtZ)0d$NIWKJhJAF|Ty^_o4e!A{Ku z?J0mX{y?<@_$UsrV?p~B)AKT`Qo*HUYBFR>5R^7SV{+iW7AWdcLF<FS3mw6mcKgAG zzS_|6W;tZ-HtbF;aONpXgieR~g1TKGcVC}+eG*s;D1J)8Rz2SVZb#&or$SemfNCA^ zfv~~g8cHEC3(~F*Nrc@0l2w`lDp_;D8*strDuRyO08Kt+WEMcGkG-HfSwN@HfbulR zUWI~8NUBbSp6r<nzVim`O6SrdNV5XeRRgWZ0%<t68?vS{HLo}se9Y0|wa`;g)AEy{ z3!+>y6La(PzyX|C2D=?J12k0y3Mqx)!qP;@mgU4^Pz3`njv=iX(9RLiDo$_}kPAMz zA{{!ZpOgwdff<~bQc{yMbD`(4q#W6JbUq|Qrj{gv4p;*@vlw<<<dF?W!KW=h+`S&M zgbB2lE;AW=H($yT$XH)-4(NQY5@-n@mRbZET)RH$`dm;w@qEKV5cRC56J)kR2;?Xx z@cG}MrkH;=*j1prr!pWnf#idSm7r6J1>lYyq?Aj|Ny;yWY?DeXO3ugxP5i(&nt;Oj z0%U_S=)NORB!EV*z>V?5T*%t6WY8vEa8_IZ$%-YZWstQK!Qi8t!47nS9I3DHW((xR z!(zzl-OPg2luU4`t>EqnPHm3hHM5{tdET<^>4ZLzFB7Z4%Sj%Cwq=6%o-6p2CTD{i z$Zw~v1m`_yeb;(nA8Y}5X<m6E<e=BY(vl3&<<^iTn&5x|wQ!Siz!Pu^#igJXOQ56- ziSgpnqIA&ae~``Y(D_Et?X{p|G(chN;tw_=zqBMLKOb^;8Kl%q%z;#CiFv8X;P%hq z1<<uu#o(JkzyT4Q0X~_$G$jR;motlt!O1o;4Ll2`04}FN63~Gb&?FitEEGT;K1h!^ zIln9wHj%3kkeUKnPYb%73Di~vD-O=jfo!}{@XgQ3fdm5hva(&^ZGihOHh@!ea(+JK zE?baKpZ0+FgMbgy14Xk!NogKr6(jVN-NYj3+60AQ=pk?^rAPOG3vLBpC&>11&`BZg zkU<1D(2^MNO2Vi6A)BC`6H|*5A=idLcc3(aHlBf9?2?+30q)6FRpx?o4rod{GZ}LK z4y4QiIkFUTB1d{remPhbG}gh#=qOk~kIE|nFAxSB3%XkmJVckAQ39QxezP02$_$*; zQc?>_ODaK88te-)Jug2Q94@e(FpwT2cr_Skd=NZ~px_K$V{>?071)r{yn@7J$Wp+! zGpD=;JF7Sql#@~+GZ>(@Gw803WXQe&(Dk9v+td{bG9hzN`K3wVp{2)7vp~*%v!~(B zTu5snsWc@$wFF%FDwKjJ(-jIJ?JtGM#2iRF<LLau+bSU^yg&}5hSV9EpxfWlpo3P9 zL5^UTr6uMbUYi5Saiv9&(L~1-(85>ffrF2m!Ml-@A;aLQpq(S&)R32&o)7BmC?JkA zOoZ+_gG9oG?cm@5w^et8GYIHPm0U>O=7hXy0_tqgot%k~)qn~~kjgqU4>As*06O>- zY^`5vQW4l%=!8!uc)23jCeT`RNJk(kwFuHxEX#xpt0kpE1{hO|ON+r(4|qavJ9zEv zHc(vyit`ma!TAgnJ*Byz<0in4_D#(#$jF3@Z6@X>mF9q^LO_vned_gj*CC^{B^jl; zNqLExIpC5fH$MeD6<7jop}cJG2e%c$WkNv_XzepdKWI=s7gG11+jVXY*mvi)o`+P$ ziOKn;#U+pd6a^P2P-1*Kxeshi9;gEiX;Xm8kNi^TPQrrJLdcq+>^#UA#^a{N;Ba}} z-}7c_3pgPclolm}4v>eGYlqtp@5#%CHQF=F;HRTN2c<!}K^+t5p%oe6wULmHdq`#p zWT0B16tZwI8Fa28I7KBErI&(25A30|M2NE2o40~YQ%FzDg<U%jxyKE*JQ1{ZCod%x zTp=rzB$k1j4T(9B%~1-VJ7N+c*Azp>O*8W$*Ay!_=H+EVOKs4W^@5E2Jm~CQL1Ixp z#PX-p=7JsLS^x>qs;WeA)RyLDf(D<!4tuqI$Lpy*VBzG_BG6&0pfFcB(hT+!WV>As zB*Q}X7eiJyIOpeq@=9htWQG+~D5rz&VFab8NU$FiJo3Q{a8vU@6$;4EXAP@B)Z5uD zV6)RR(-ZSbphv}mro;0f6?;)?5+rqaCFVj*a?F8r@00S2ia-}`fJ}L_6VfFwNG-|) zb#Or`3tXmy2Za^foxnbKPlcAVpz-hgTu@~O^$cjjF%5c4Bj`T0)LiHpQ=nbb7j|Fl zx!3_c@~S8iQkjLoRw!jAXXb+&W{D-xEsg~_piS5yXC);<*3f%o<`$>sq=6EuPbTyT ziPYkPR7f4AkepGJp9?WWA;2{V?AFvGNYMqlgD?{^&~bQqKBT{xmzfG)#ix)48Mjh! z_jds&Z0C&pWYCH>a66<NdWM8T$-~{N!C?%l(Lo2|g4}U#_c`zp*$PG`kmJmYGfNIH z0mnQz@j&)eDmZ0ALf<K|2wX8MT-bME<Hb%;;}o1=F6_D33@zev6N{3d^F0^aKufzX zHi3-;U5#4`ZFv@f4r2mYpOjhz9<Wv@DTN#b47$0vI2GJgN-Tl)z(70O6Z1;I4Vnk* zwty{6%LE<U4l?50&U0(PMHQ%p4?3}~2vY86<`$IZK<9Fb6LY}*oAM%1zX*~#GxLf| zGD}J!r|Ek`H$wZkJB0*-oST*jKFuB6Ir4yxyr0{6zV&>|c}Tth9o(1*t)GfYAw>wd zIk^48Mo^pwLpK*X=Yuxjmw{aRaCakkZW6j516({7mlP$IgXVHFp?yKeB=BmH3p+sD zufRzlKL@g&$Ist07}9uf%`M2uhZH^Kpe7<nS!q#vDx@wzE^#4!-M3R`yjc!u)PQc_ zDlSPafJkJ3wj@FlQ({Ufr0Wcx27yiXd4z)UZd4?=tOXU>>7b)X^1x>u+*ok~d<%PN zP7dT8FVOg9X;DsQ7Nl$Wc6tXmxw(R7&r>03_h#2k@a>)D&@qdG)I{h|n>Tc$a}sDZ z9#~&8=o&WYR(u6ZLql*RgLCt4(6V5#lfa`zphg+ArgX`N^iwWu0u8x=yR49+7PQAL z6Vl#V3Y~N>DM|z_X#vHyf_o8Ybr&R1(u?w87rd0@r$eq!c+<V@&0O&LMTb{Hb8CKS z3FstNP+Tj7JAz6Yg`oW8Y)DmGoSX>mzbb%El?KnPXQt;t8dHzJV^N?3`_qfTegKts zNtvLPKj891;mM8$aMH*_>Mw(mPgWvi<tl9c0_^bOg8a-J=t9QyocuCK+6SL44qd(M z6bXvLI(v{23U6mX#vnnn65w-b%2SgwiXl7HGjpN00~RGhn#bT{PQa`C-prfuY6rLs zP0dRK7cpQ*<iUn4^9xEcb2F=;1DMI6<6c3-nV@v3kdz2*pap|3G*xhfEHhCE$%kI{ zmzi6T1KN@W4nnWQJjm`O(0Xt1Uh2n<o50Dz5i|gw3|-6w8TSHt>H5m+Qy?LcoROLf zNkpJ!zK}3U1n*`5ml&@$Zg{hJ0YqsIcrPv3!t#>TluB?sfOgCmf$oDWgU+4r12^5a zUVyCc1D$6FYVUz8Re0Us0X7MA6EZZfJlqA|W}#4$nFXFtQt*aM?+2Db$JXA=SOOWj z05$I~HiI2i06JV1yx$vi1v<D14LZFLTyQHqZUnDxPJ#^6DI}K`m*l5F(pOSuKIG_t zxf@?B-4BkDluXb?s?bpwJw3fg4c%Z5g7(KHgB_canhP4j2Z=szn*6wN0oV!oN9O00 zLV6XT-XZ7$TyVVkX6Arb);;ZqR1n^fqiq#D^7B$4HE=;Gc#cvbH77M2a^^}>YC7l^ zNa!IX#RbrY=Haz@kX89UrD@=zT_G<Mau{?lXd!40B;Tdw7r~BB4$K74HWm~>`cGBR zo1rd1&N3~@&o9X+0C__pxTF%&s(G^ovP!R@G%p#P-xP{c3n2N)F$dC90Ue8x0%~?Z zgbzb|C@GognUED7rA3L5Yao&{5<%G!9B96vGZ%}%U5r%dNU(DvbQ;bXdi73HD(E(_ zRLIy%F=&|@Y#Ii16D-J~pzbB~3{dC+I*{rtD;3f=O3BQE?E7@i$pr0;2kB8L%FKh- zU)e>O;05z#si0H{E(pQLpn?{uK@12^OarGL1;6~VL{NseGy%sVXdyqC5ta(svY8Jp zE#A!C@@DY@aAGdY1dp*QfR=P*7J=>yfYdF)C8a6gHF^rpj=tc)NG!_-o!1REFe)Pz zGOGYOf-Nr@()&(>>>PkZD5!9T9)|-yYPA!rFD<bMGWr6!hy-%16R1C%4?T2OAtD0o zeW%ns=*mpc_K?FX!J7j?M{#5pK^A5t=jWw?x{f8V4r6X2bm7dK{h(qw9lG@*C9@dh zwN&T=gW$^IlGI#qj2_zn4l7siaD+m6CB)sS74X<khm;hcU^=`L(iF`v&4b+X^a6Y` z!i5dseL9d6o(d9kpi8uZK{E*;Z3^j`kohR*qWp4jhAYS~fi9^}%7pB0Qb<fHErxW~ z6uh8^8l@-ZCV`qb;Gh64s4M|@^bi}G^C5}y+00qsU@b~4fn=?ed`L&w#T9%DRYpE! zivzgg+;y?xVmByg-uASD>ln~z?}fb=doFCg06A{!?F`5PX|Gr8c)bkLu7Vy40&CTS z=Pxr$QX%a?Pxz&aAcwx0-toE@a(qllVqQ9ENC+gXkdj(Z1RlT0fNBG+NCWpbH-m$u z7<8-`xYT^Gv=^+SB;(<({h)MwbSa25vjD4023?#AnTSZwOoJZOqEMWl37MS(9i<Q2 z!~s?dz8VNp+ok0smKQ_(3%c5S!-ZWJn=b4C2U~Vx4mk456OV#VmaYVkoPdi**mBg& zB2ZfoTn8nCPAX1?Y|2=+=GBG<h)oMx-b|kWHZCQ#7~Euhwsb963cSbz;>VOK(1vWV zs+_|s!NniwJ`~U;br8XvRB$WtXbWUT^YbaY!QzIN7AByClwSndz^)JuTA~9U9WKa7 zEXsx7z6#Ev1*N&5C3|3<!5N9*1w^3Z>cD|omROntSpl34I^{DHGM<xBT2z#ooCv)r z&=Yh8d<wML^>Ft}NY&w9l$e(S8P7}vo!SO2eP1q{`E18}aA|a5)5Y$K;L$~pMW8W+ z3*ZB!=738W&_W$>9rbEc<LmB@*WHkt&XW=$V??0Da1qj0EC6k|%!CY2R8<~<%+I;z z<Uo(11KmEI2U*tTU6fgzkq24-13I%IH5s}(Gc~s$5qi~w3*^LA1@PK(aDA!ZlwSlH zS}jdahc(}Gav;Wls=f=`FF=|bpatN0nI(|w_QIwM;5}fV105m#KF|r};CaiW!z&?U zD4>+J^}-f#n{&g3O`u$+;0E66-iz=vXcIL!C4ok65{t9JvqbqtC8f}-ld}^+(_f%4 zRB%j(-Dg=08s-F>7vKpF#@y1pOwf7J;1(SCTsUZ<0S<`tQb_y7H!%-<0ve<xqyRe8 z0#ceM<$zb3DrDzF_sC@==9EB}203PAfajtz^NLGzz^+Rz0$C4E&7e)UHygq32VD*f zTFVD^YIc4uRC`K3bhfgfC^NMfy4l$?ucRnH1w0&6lwXhmuBVDK@*(TZ%2IQ{W4p<q zd#E7e;ujl016-gqe|_flh2UgeoR|dai-Xx7pbin_gy;Np@M4I>yljY%d=sI&wTg4| zvs1ytC#CSjlUiDoUyv#dx`!TI?Ck_c)uszOE;fNq>4!{fgFTm&Sd>zgnVJPIGQh`I zf;M+R+j$DERiNCJ4@za=P<b<L$LnrL@&%i?;R1LX=;5x7kezW4c5HmG6H@p2mqJg! z051%Njh&SigGN}u`KTB)G@V$KSppec0iR(Esdf}D%z&7yaIx_sWN{nlj>&vTpWwoV z3tK?B4isn#uv1K3QXxkRD;S!CF9gqptr)$q9o})z$xly*CZ3$kG|;+maLJ?q8h6hx zg3O91rDo(qN=XGb#~@G~99~fZo)ZPT*)26C71S$)tRYZH$xnf94-3wKF2@3G`i9x< zSd?4>IYH$}E2PLh+6yY-4?#ALq@=>;hYRvkiVm*@w=|RUA#)L+)vFhKE;fOdl7OuS z9kQAVo?!%~!wVZg#VsfZk~8ulr9^U0W*&44y@FFPNRdKGVh*I206w1)(iVK%u?8I1 zpwZ6MBBXmHbMm312?3xjKakeN!`-t%nepik=t;uK*?IZp;ISUadJ50t#7yYMlh;#w zV0Y79p8<9;XpjOlyANHq208Q(nzE`g!NsZqsCfX+gbF^1uo07t%)AoFfO%>~DrnO) zRL{IQufZ<&%mYm(fsP7?95)R<(Ff#A|4{JBO8EuQSWYZ0$<NErg*4ZaK*f4yUOKpG z0p0Ril$e*A2p*KVIPJnNaL=eXxhS<9d{7j4<vM6e2)YxXxFoRvY=2g1QD!l8A0s#q z1w)SBf(#X><rk%<73D+M`naX$CPGHFlJj#x#|(ihv)t0063{(%kZCAz&hjlSDuV11 zQAmQeYC;kr!xbfo(9>G-^B{*~fsVO>v;shf&u2hq1#%M8!LBI+6}+X81DF*GiViOX zm!qWxprb=zi~MsFLFd6i2g^Y_kHC||3a-T^haq>Ny62Zbx-m}BMuS3dVmT-~fG%sz zEP%{6zgaL5oXiS9T}%+`+4QB)=BxoL%g8S-$%Gs&u8;ycA_(k?0<hysQd5K&7#NUm z0D_bzV4a{Aa31uMv5foz@Ekg*6jG?lgKl{TuNTZqhbDW_ULVN0XC;Y{W??`kWFR#s z6LP2R^Nx++xP=CLVkLAcH3b?q3eKQ|#K4W2w~c$ic6n!(K!%FJJ<(jqm=~yJou8Ki zj+NBB6v%O#FP4E1ZBYOneg+=z1+SroELY0SEXhnyEP>Qf`30aX2Ri8n9O2J8CO&Nd zhhJf7W?lwl%rP-H7i<RTAakfA3-a?IMHA%AB~baX0dlPTn~oW;Hb9oXq+}*%K>Cj^ zsgQ$&%OPi-f?`D>2((oIY-vFeXsrO)hmJn35#VeJx^g8utuzNVE}U6hTne4A0uS<m zu2I?t*5Xr|2i}bh8XU{X$pp7~K}C?lo0;Il*<Wp#2v+Bj3SDgpzUOEQSV>?hq}l=< zjSkL&;QgMt`JltKAy*VW*#~ZSD0nAAHfDfsB?MQO3MGlKYgvl(6SJYiY0ino(5qqI zY?%x89H=h606B&nG>;Bmc?db#EGIRs1a!tEI1Q#&fZL*wf)TPV9GvdbGK-2!pn;H7 znwgUVS<O-e+pM1gZZ0b%f#LyLBH7#MgN=OM(*QcX0($Ns=<XJ9xcg@2K(b+GYF;L! z9|vmxUD$GA|AieF!8=D3Uax@+@+KB#7DJELC@xI`HExnKVN)H!iFqlIN-`(Eq$Cw` z_vNF8i6CEt_W&kB7LX<9gO7*=^=d)M<V6oSep4$-iW0#RAoU7Cpwmym{Qw1D$X4@o z(5V5C43d~v3O&>VqBb=-zX)>fpfC7XX=q#d!j6k=U=7LO1$UrMDI_zN7J!#ag3BR~ z)S}Fi#B|8GN&4Y!Mc_`)vpKyWS@12yu*2pa?pg~jgcaUwgv^Y9Ce$<YAdMQ(DPb9) z2m)Q-1R8|{2W@#~5p?k|NNp;#DU?x~o|*&MOY?SG$Lp>suY19Z*Fn2gphFTl`RSRU z`87z6E>2AZp9Tv~wkfGe5XY8eq(ZNn0UhxTIa(vJpa3#bke!zgT?3q!nwtyR>=B%w z1{xp*xAs7*1i>Sdpt}3Qt_zT}U`kSR3v!^jDkn2H6Ergon>qrG34)Ft0DCM0bP+Sy zIiTx0z**<@G{|C#@Wc$rBJ;dV$hL(<kWSDktRVG?MVXLefitTTQ@~|GVsZwg|CkLL zwuWqZ4Jn8A6WsEPU<dFfCKY8uHsiPkK$gflW<Zvsfab>L&3N4pxt1g;Gao!Ip>Sal zsQCek6NTbL@Z<#8>0bHSkTS~+l#@V0FZR!b-lbU=3vy$AQ89Gua@pZ!(3|U$Qd3K^ zAmJWdka&1LNF8_~CO8F_lolnGLT);Gv!LPaTu?_894N`q4fHNWiI7W>6`X=RK~Bo7 zN<6&$@Zx;1_BZoDJur}w3O<#2kf9%NBNrS?kX0|Bwbtp7;T_O55U`Ulyga}rc;x5g zLZ>TyGQqu|l*D3irU$QADJg<3tjh(h|IUOSI|)5!5Sm*QKFps0YMvw~W<xSfeqI)6 z=q?jF`v$#U43dM2GZNv)#%F=1{J|}Ih4RdlDv%jro_=6wB_@H+dI5z5sNew63PI4T z!;|y#p*JIdE7h$aZOM?6@`~~yi|8}*OCWym1ugk0Ey@Fj|Al=Q+o6Zuf~PifK*4!o z2dJ$Lz4|aWA2hWM&N`ss4{-hhg#~y5qT#}h3y`zNoih?4M~J6`SE@mFY=hFnlN}Au z)<AAk_0BAVp5z8*<(FrcfcqK>d51Sc3T^Nm7+WrE0J%aTqcR0_aRxXhol=XylQNY# zrI5MUfTF`oKwCv2>pF|_p*giUH5ZadF7|`A0D|>8Cl-KnsRC#a0Bmv+=->#*#ubI~ zOb`bYnx%P_;2t4pXf+YMFk}_vlAiK>h%JW~LJm++NC#CcV3T}6yDXtM0j7el0nN`% zOoy(F&&*4Q90h-2Gq|4G4+;;^LbnUx-LM_6*FbOI3o3=qD1ujOmnT9he>YG;3t5T_ z$`YB7O%R#I8IW2v?eJPi@^J?5Z3U01CniI47-Y3PIN79^f=($0heYw=ZICXq7i5wm zu{^O7Vn%UtMtLSAC#RPt7D4I?$0YEe0%*=4ACiv}i?S0_5|7T$fu2?8k(iqVs&?%4 zKmk~sSp^Ab{~~Bhvba1EJgup4ZVI?wN=z!wF9Po;2e~IRFBP&nO`#yMq$nRc@{t6Z za!xG<8SCy2sy7tC1FgB4;4K-Tc1RxR%nq>3g}spG3WT!-G^2B28z__&3QIF{APF+H zEI+3dl!g-_=Rv-iyXEy<@R3M~RiN#fAeShl7G;A+8x)*MOL8EM0ELu%$c22M#V^q1 zb0D>#>p3AefP%IfXXb&gv;%oxA-gmOoY_M`TYd6UGoYgepxceXr%6_T#|V?4YYpMY zgYCW84R*gT=*;ib9Poz2l8hqA%GIZP`a!u(0kj|(blN9m2*EQCbfz@eqmJoCkp3oU z+!o|Mg$vs+Hh>dnVhZRyJ&2As3mRVcLk@d{EWH7%@XgFCg$<4P!gdx1<Rq3r)*fV} z=74H2aN}1YF$X%>omP~Z2i@ol+NTNW(16_n9(V@(B{#7su_OaJq2S>d<OZ@Xvnnw; z^YCVHz3-J;3@%d?K*w!g*l@8O9C9hC$vGgMnUK!5t80*_pF1cOgZ4Y7K;|4l=Kw($ z3KgejLhk$mwX(rO<>3BqNn$pn`CSff(Sa7mfy_`y&M(e|F1>iYYQ^h`;7gA{JH0@T zQvmg7Qd1xv2cJ9vySpI_vNRDir~(bx^22*T8{fd%N<haMK-(e(nW;tPkU{ob(0#T! z;III#N65*9wru<kZ-yuc0FBnb*296fEN{8k4Y|ENKj-jf@Z8|*4Uj$KxtYbu(3V3% zQGNxeEdgnmIOgQQR{U=U?S#Dm+1-$n2)Vpop)4~Ax<Do+H8mI7iY_h6gbs#+F6zhw z4TggIxZurBxuD(lkYjINgDyOSEJVvmEGWq@0O!d=;2n>krteg6CQ|UvO-%<6Fg|Wv z1s+)L24!8pNN|b(jn_g(6hS9rLCc!bqJl)|eQ8cb`H*gZ9(d6$X#WH_RMS(-Q;Q)d zW<A*j-ro#5pK}Sw%=}`|vF4x}?$w445cPZs<ec?n&`p`(%<`sb&FgtRZ{~uRt|li! z_ZvT(x&@>kbc7>hxKqI&dak&FizCFj&Y%nTKzX^UG!I<gD7@MLIlUTm5DRFR=mqGm zhs-iiV+veOUY~g#Jm7o2@f`SQ#$@m;7RZ$3OvvCQc#jM?YC`f;5+Tic&^ah2&?Up5 zy*-dwJ<wzXI1_{Je*t-}3c6q>7_vzI+@5o5!HLQpR7z(;&Kv@jiJ%jYK~^e+xdwrJ z2|jxjvWN;aa19v)1Q}S83BD-C36g*k^Ku{^=-`a}a<Ikunb0Gp)<X)B9MIOb6v$M5 zF?jqM98+Mm;hDvd5rf?PJn&?yJLI+kg^Y*0d%^LT0=ldbx`V(e6>{}3=!^r<JS8|! zf;X!{&cFo?@`3#ZJ;W2dwEQrnU`Wo-O9AgKhi+VShuysZ+W!Ggz2GkRCQv`@!X9v4 z0~*yy%>!MX3<?*}ydK2DRV!XkUI12+2D)6Ts3a3Qk?QN{3<^1g6wtltU_JTJ-7HC^ zxezt^c`1;-dJ1S66j*gqYH9(bfD9;tmUrG6kb%jnROrSl$D|~1dm<Ekuxli^rLGVH zy%HM~rJx)Gz0V4i7C_e-fy+ba*^U{hkR?M3e*WPgr7lij_ve5bAK=&kD+b*<nwbnP zkHEPg5OgsGsP7Gq3DC8)nR)48m6>^<16N8C^PuHcRe9!-R&ZPM`9|=r1%+V80I;qc z$UFi#wlgvd3P85Mm<E;t&458C`V`6zF9jJ4JI(0AK1e}U47!LA>{QU|sMO-({31x< zmzJ5Ak_wqqPfjc<DauSqPX&*Xp`2?CDLCFt+wx`>*v8`00?^)cuwxwaN+4T7-cD(G zy>Jf5c7;sPeY>FH(lSUhBs)JBJeUBwfM6$h(f#$A*TK_wj-a#TK>i0uVNPao33wp( z@U|RC4W0t(FXn;QqJt8Gf=4O1C8SWCm;<Sqp6uv;vJZUdQ|{qaxsWQ>7u-??2YqpB zX%2V<8Jy&N!Hc}XOi+0UsR<76$$+e2$%L-_D^EPS2b_`%K`Sc2y~Q$c7Pz?&to8M( z6>qx01&l&LerYnef2;uB#RAzFn3w^X-7hZ4%u9rh!-EdKMBI9klL~2A`X&~YK)Z=W zsi4b@Kp_fZKx$;r>cae#%w&*gesU)Cc3e-;F$$0o;F64oyOx3*lKCajJ<qPi`CyNy zA6}Vvcx4f!T+0M+oB@l2whd&0PL>80K^c(UL!cc@kZqa|cS8y_m(<++?4m?SQJ9*S z1=*sPm;$;_98}GMV+%CV15O#4sh}VO8xK+d4sSRQyx0@0J~$&W8$8ZemI*#y1XMXJ zg^c*+rj|gaon7<FGK=!Ti#DOBMu3h81{G3}<NClQY;h`d>4l-Cg$1~vD$dLWZJ`6l zk{4tRJm~b!i;dvq3Tn1yLaULGRLIKN6413h;8?z}1>7gt49Y9u_|41%l~`aV=z5DB zNGai-3K`)A1x<1hq^!QM3wly5=&p81loq9?ltRyTN-j!FD*?BI6g(g&)hJ{^ZiG?r z&MbngUCT}cZ+w2ZdokFhiK)dU8PFoe3%Xya7<7Pdaz13`3}{gAViR;x&-otEIcK1J zakCYA@R=*L)_F5^#+zwdKyjR(3CZ5hIiPbe67wKC$cr;8K$FejSOOo_la`p111eMA zgQw>+^U@&we$cT^#i=>a-H@RB2q57NIu$wt(kytkwGm`bY6awW&fx6KoE-3?hobx{ zkf#z;Knr4^i_{Ae^O9kAQoY)-;q}5f;G|KIlb8qTpBICAbgAG)Y#@&*q?JNDq@WE- z`!0YN0xE=Of;XZlfL8T@Z&7&E&<8dr7_`n0<eC@V;B%IfGjl+vxIl^ug%Z#nGH|?t z)@aRz9CwhF580glW((**8L;fl*4sU|Am<=EI|qP03>rEF_2|Kz{3OsB0FXlC@IuJ3 zRmCNl>AB$67ifh!XjT$pY;tBwA~fSBB_5rh4KChp?7XoO<jQQw*>kWKZ)PfVB03p# zRW8^=#o3wA-dGuEmlL#&nO^|fI0Kol1KmXqE&>$1N+Bcfk@?W-FElR`l7kH`Eg+Yj zX6NTYT6rm%iRpQuSpvw^d}=Oqb{8DxCD7sQWXQrBP%#4Pwt-x%aB(^~hzc?)i=l%r z0pP{z$>5y*bo*Rzk_yfT?e$57+~BO>T3i6$Tl8W*xakEtF$p|_0=h>Xe0eX#s|Bga zka90EC9wds*9$BR@&u%b6rK+~p`kP#;xGl@{JfGx$OY#i8Hst>kY;T;sD6YFP^N%7 zW6+_Vvdj|D{aN6~b1<Y<1+Ae<NrZGbQ$UBTg3lkwFM|v}q~<0SL0TEEiLj$(K*N(c z`RS0RV^|`nO9S57qTuN10$vC6dIBU#rxm59Lh_JfPE|%~W-cVXC>#Z!!sh|qyH=84 zl$V$So__!x{0|uzdNZ#BRM)o50f%J>=tdvVyf8TJ!Rl{N&Qbs$B2)~iunUUv(^88; zGaR6{JE+P~$W6@!C(e9G&k(GoxTF%a+6QbFcx`q6h3#N#{K0#WV4IN3E7Kvvok5T( zI)&%6AonDAXM%f;4|i__?~_+>a)eyISOB`QxI7<nji5qFDP-PF0kpUsdW#%rMiP1k zj7K75%=7xp>$AbF67T{@@Fh23hvh;qB?r5>C>4D88<?G+T#{c<3TXp_mSz@#nhwxR zkpekv4m{AES_0X813FIu)MEu#Q#nUA=B0omE3>fl@Jg_OE~&*Ci8<ghxHumi4f(~z znUM1fKqm#HmO&GebAC=vCN%Sa3(SI|{Cw~Vdxgl-Y_M6$`30ae{=w{|!+S~&?|}?I zd8C#?j|y|mD}f$*2pacHDTQt#PR`E(omK^DksV%{mtO=~$>mxEIlDsv)D`3fttSB8 zdY+n>0=`2S98$@N1tq0L&@s|r$h~)m7eTs>3b~+#K;T?!VGec`Xc8W_^#io#uL!of z3cS_|bPN)Bkm$|aiJ)>IC$S7NG`SbF3>uv6!K3bwMs~{KmEaNCQpmdM#AN8fhvBgM zl(RCkz?Oz(<|U`*L6!q~Lb_xiH)TNYZwH+Xlb;SL!2(htXThfDltR~Uff7w(9;odM zE)0A!%b?ql!H4uGgO&n=9F~)s2<kn9)f69Ik`69zp6!90ja*z<nh9A%mX}xrT0l?+ znHW+iNz4W-%u5BISX-V7J-fA}D6=3R(!v6*7le*ffSYrWV<{2~AiaNZlOJqpL1H>| zP{uhirwlSerT|)ucwr0VEDD93L`YFvP?Qfk_yrQQ3L&6I6eu|Ii_*Y(wzvd3912?a z19fL^YAK{-1I?-DLZ|nVG82oTX)`$^@$fpxpk#7Bbf+z7Xb3u5s^DD;*<qFjI;prU zF$Yr07MCOzm6SrdQwq?Kc-#nCm6r@EB)~bT7;*x?a}Z=jP*G}eX--KZ<WK}q`I8E| zkN{lvE1ZWMr3l*F0@^<bN<vkYkSjFIj6i;T+6umcT)_=?$9-ODa!xArIz7-}0%T@8 zBfkuswgVE2O7fsbbt-r#g7dIKUSbM#jaFh#D(u)|Cr=+AP&9yskRY|9f?r|@cp^x_ zB{eTM5!%{vPAmht!#_9#6xJDsm*hYy={HkbUU!2}uujaY%!hQ=!AAvwPThqq=(_+e zpFqP8AgdHSN)sXL${#m&Ar5K`4sisfM+NZCUa*TFH_m+A2)P6obUi~#X%2L#H5t6` z9g@r-2@2#kh4+wE(1&*Gfek9oh0kLa!`5izr4~WDE}*Gd$kY;O_Y_$BYp^#Ig7P7k z^eGgSW)>Hgg2$v4++D$^V<?2Brl&$YUI1Dz1#YD&IHl&KXO=?dm_WxRLw0&yUje(* zJ~O!#vhMg|BX}Vy<Z{ZQ!z)Xn<A=rIW33?bqYAF&pvL4;$m#h$kdX^;X%Lc`mX-*) zpBB_f1>N!otpUJe##=9Jf^heNhUzcuy8!7QBo{$$2~%)(1)1vv+2#bgjk_onvS&IS zw8A7gBQpndt^?Sn#N^V{q7=vmc+kGl{5)8ln*o|41D7~SiI8lg@Omd?#s1-4IVG97 zkeNH5#L_&-PIl1xJg~Ep^K+9xI|QNow?WI}@{1tTS81ThVCd{Y4(P%k*wXAs=t1B~ zplNMbHzcJrAM8lq!z(K?lfjLQ#Nv|7MDV^Hh1V-~!fx0IO3W#M^e~H3LA#0|9qRNP z$PjF18fXj$6eO;Y`H3LNwLu`WLHl|x?1Qc{%uP)Mb^5?5QXx4bwH(r0@kuR)EqP4K z%u9tY(*s?T4ay=4!6B{zV4vsY=Rt4s1c`$N_#h3*Lg?5AbVxH5l-NMFD->tuWy6A? zAhj6mMTPL9e8^h0#A47zgJ6@PcV=fo#|n~4D<Kt3a#1O`i2<5Y1C=ETuNQ##tSb~8 zhFtsx*~$p5D9XWSvu40ny|`3Dk3e^YZe=P<Eh<T^0A-PqBalvn8>9`QPz71Ms^AXY z@^NAAg$)<LOM+7%%SMw+i;AIFAQgkQL4jSJnU@M`PbNXvEEME}n;GD83v}riXaXI~ z0nP7&)-{3$RY1)V#C`CfVg!8N$Z~K447Ab_Jb4O=&Jb`3rBIZZ1itQ0!8b884>H}I zn3tGSSp~gR2C_}-!hFziIpE>~v|0grka0myVtOgKWOfX41x1=d+2JLSsphau@CxA4 zTu3njx|k6>Wt)*-3R>O-HpwY5Gba_?@P4wR_hn-rC<-czp*^YM)Z9`?XD1`EC?z=` zGVt-JX$?r##c3D7H?xEK4WIz`5Ags88EA19=mfDMNc$}Sv_7sRGY>j;3hg$5vjudm zJLJx<+{%&+aGO0Gd}XIXUS=M&Yy+PO0f`yVxkS*i!YwDW0PJ1RE)*~$JM$=b(5Wgj z6_S-)6N^BJ9TWkOm3<&*PkS>Rd|H%3Vo`1;w2byIEdkAKf)pxbBo;xA-*~nQJnjbG z#IgZ85mA;2zBvKp-REnkfY;c7#t%Wqw55VF9!NsL5?l+GL5?9+c)bjAtqdrIKv$R) z<QJA^LXOxhO@T}TDtPA?Kz2gC?q2d{ZqFO&0`THg$nxUD3rjMSA%$E?5vXW_tj0RL zwgBWO1=n2gi6A+t&{hR_Wi4d+2=sVx(AWyte{PwufV<gz6TIlaIVTgkk`C08fvlNH zEKP${11b5rnV?(yz<P^7%>b~4*^q@<hZjQTMx7HOcQ6;_mqTJ5G@wvYR0#@IaNHPL znwWyhiwhe-(*YOzz=9XHT-X6lgxR3Gqrg4<ocuEI&|-384ruQ=C`*CtyRrVpa<G>0 z#2m<J?9i?(w9r)mZM=paasfI63bNw+!sd(3U|o6nW#AT|LMgc6t6*jc&WfPAKNmDL z0*bbhB1oeT)D(sGOCY0a3g!7lxsZlgUPk7_-Hnhdo*_pTCYC~neqfEw;>r@pZD-Kk zQQ+2<LNa80$TuH6_@a;i4o%P!DM))6yrVG*oC_5SQu83E0Vt&A=7TSkDX#=~FhJL5 zL$Bg40j<shh0Ed1(Cz&xsi_62(9v_y!b3>?5tf<<85MHO1(jPViQvmN9yiYh+h3HL z1U)v~%n)3NUDyO#4**F3rD<u9j!H`Yk@-cC!xQ~Ljd*Yy<J`LQkiFZWu3&yCWCw$S zdrl&F*cQAy39_!c1awDkK6Ix+a0cvPVE0l;H~DQ3Brm?%Ip@{ZHJ}pl0yxttfHv{L zj(%7LKEmVGjs|e?0y<tKAGE{{9J0=?L7>P}2nquQheAdsBo(ECx928jf>J$XTrbqk zAEfY2Gk6N?#R~A<+vU(DNGYJD(~wFtAhRMBJdOB#PWO`?4NrDJ=88*-@=K~xQX!i# z^OIn$cgLKxB4~Y*oDW~w7F?2;my-(FB?dbE60}DEnoPno!7ag7$P#{V;?GG19i|G3 z5zrp0t|ef>l>DTkDsZ<<0d!#~q#2i5RCRa><S4(?%)CtKvgnM|B=C|<&{PaKS(oNP zXC^>t-}&(7TyTfC2(;iG9D?966!2n1kfjO*rA3fUCdnD#8W|K8;QFI92Qn8{Tv7_& zRrPF6=d(?dp3Uh5Czd?W`uCiC$ntK-Jn;5rPzd{%f(N4#%ZsZZ!}Q=$EXe#Ycx!5Y z3ar=-&d*KF$OkX^1C0^oWR^fiA+k&Ii@+5rXejQ&KJXzIdoOl_$`6I2{AAFH$zV39 zo=t+DOq`quI)4|m9{}WtEpO(5(?fD)9=Jmd9sJ#XvF9S}xQOBs(B{niBCwxRa}%Kx zU8yDI;IRXR%F;wgE6p8z=M>n_py`mzRLG|Di|z2^REk08`+%&iOahPlDP-qEMmdx7 zK}U!sm*hjY6TjL3xmoY}gzIy_27<PygUTy#O#&);a#E46+s@2GS;MDLmI=v-;O#Sz z)RB~v3OV%S^_o2(Cn%U3gH0~UPXQmj1WE%6L8Zlz1>mkZDUcab@bzSnV^o9kAq5ub z5bq0nFLr`;_+~=4XM*k?gxHh~+8hK9)zaKtaQLU@m4Ny>;6&$<pOX)s`2`o>pczHb z2yZ521t@rA7*d=RC1w^wo7G9+J?7w&(J3(*GEknL0x6*#!3S|FxFnW?JoRSk0#H%~ zg%+eKqu`taDdIh0N51-Gf`(r}C-s1x=$PgLrk$bdJquEySJGEO8<OA|hO|WJ`n(4_ zIv(uU0M2>fxnsyJP{pOtu}@GRx(vD%Rw2J4GX*kB0X-`X68;J<p<w-QW^}x1gp4^C zmO>^}K(kx<;1N)eXP&KtoD>Oa{ZHEh*}_{4T0#LXfS%3hdp;9#HgR!fUJ3LB-=xfk zyY_<*ttrU>_h>-J34r4usVK2H6LQ~TW^pFC0Tl$9RxJjd1PFE#_}*f$=?c#I#U+q# z4`}OU4y0O3&IfNw1qHD}T4GK<cxz2+NeOgtFFQ3a58AFsNiBjk;1e@bATfGjE@)92 z*rL?DlJd-Ca3KR~h(k`o0F~+rXTh-%92y2rENPiVptFp#A>*K+S#HpoF5uaOC%cw_ z({E;8G3Y=x$TUU@WcUu8GTrm@z{5D8&FNs3zL}tc1G={)ATzZH(n?i$1lhqGo{<l| z-3N5=N@*^nW<1|;4iXFCJ{)X-r6?aX6AX4gcm*S9D=Ng3iA6=3kj#B}Eo9}Vf=?=V zl;LSBq-ElqnV1hQYl@RI@^cc4iZe0`AR{oKQ<Fi1cfz2dJ#g~cj=b{(><MuH>hNN4 zvsl3yG*Aegt#-<X?8CgV@g{gNv!ACQWRX@l=)gbNQOyCRMFo(H=s`s$c#YOxus2dG zKpWXIVXYI;E;mp#=NILrR)RwxbfU(Ey`Ysa;22EKPlR5SeFU-;rU0}i8C?7;Tx<ll z51T;Ipa=pWlN8)?@+-mXCy#6_hIF~AGLJxxL;x*iEK4kbgt%)CWa=^}H4%I-M%!di zW>A1O;`1_(LRJyDR)D5MLD!^%tWgNb%!BL^@CKdAkPfLv9CMQrAvc?YQdK5w8DU9A zY8s@X%mCdA0xsAUd@G^7-CS_N1F|zG71G&C$}fjz0H?!yK*wEx(<XQ!KWG;jDBT7H zfcywL5o;D?Y{w-Pbhbb~WH2kW2s9cA4n_q>=t*{|AZO>77DIPhJLf~M5(r8yNKFLK zjw`t5<U>;{sD4NUkA*(i+3;Wo_~>$lfW#t5GfKf5bT}Z$#R{(=%l5+)Ar}=q-QNn% z{Gfdg&=r5rCx8#FSA5*i3-$&${U)bE=K)g^a}(1cWw8S2XyIaTg#)?51w6V5og4|y z$V|<FEJiOV$^>n#D1&rIlR+6E6}p<hqcpKR6}(gKX48%Jpb%0>OU=myXG;ZN$Z=Os zo2P;kAZW<{Vn1kat|%z^gSZ#=fmY^&R>^=m02d+G9r%_O6=XnKz~D3KK&C!!ZhqXf z9&8M_LIH2?0Y&-siPyn*Dk*rU=73kwDmbU+m6R4imZcXLB&KJ8whMvGP;ddA$^=Q< zpqnBfIm{Jj<q?bYtl*mg>hd6NyYzPpv{^(*mXl*VyNI~lw^GXsSLtjsqfM*^R zK%>q@MUZy%vo+vDNgp>ZeB9Ita;JiCA~;aCyy=D<L3Lr%1@JD8$4$$@-h!=PhhDuJ zoRL_R4{5Qa=9OfW7H5J+i@+1EnV^*z&~Dn>c{5&5hO`q4@<I3Eft{BLxyu4l8$E7b z4)*=g*+tMH?l*I{yj})bkXV$Oo0tu0oF$j$<Yq!fwvzMn(x8_W<btjg0C}La2vW^D zhxmh6IVmKS=H-DaAcdz(z&3!+_-zJX$(ou2xx}R`5p)eDWK=dYC#N(QI=kVKng=OI zKsSb5Y`*}xe=9gKrwkkvAW`s++1+4=gNBwNIX|(uI3piYxPf+xfh1BP(>}%7sRbpV zN(QVWJ1-S-Z?nRi8EZhfCbbIEk}E7d3_cS|!NmiVITecXQ^5Bo<d=hnoxyqwa`K@| zb5c@s5-TC)c2X+%+9L3pGlj$qNW(ihv8W6>2nO0s0`8e9fRE(|nGHH23miO|#l_&c zLr^gZ!r&On&q*mgGQTtrd?JrRQGPLW_#rc|1avk7*d>m6>Ci*$(=ziCA&Xi-o_Vu; zF35sl|4=^{u)@r|lu~eSasy;2`1;iA;4{dRGr+mv0%%t{=)^zBqQSiMbjV$r3OSio zV8^6_R!`?cSB`*gN`ze4Rg{?wIdNMdv8Wh&4pcxYWTeH&z}NtslS)ACY{-_s;#|<_ z8PGutP~8hIn80W4K+Bur<P7NOYhp2Ew7@s<F!)YWP%U_22go&`<N&#Z805*!)H29a zSCFftFSvRvE&*MK0~zyp+zdWA2eiu-8W3d=>x)6h?|@Qmeo+dz%Lu#w<VZ8*h^B(n zqFm5{P2d>4*Z{pJAvq&42fSG1aZ|_R#_3@9mn4>y<mW?5cF=u`pm}j{Lsh{e9~{5g z#nAh<K}(}Ep;gT5^*df|T?_JoLUDc?WW?d(6tE-H@{4l8J?EQEH&%k&sPKBz0<hOW zv(JgikX)Oa3AuQ^xHK<42Yk9HSm~<`Q@~1#QxkJRCr^THNJ>owZ|^+3Bsl|WKlpNH zNRzHOH8(Lc4^mxbg32fG4dY-_Koh8WW%=NF-}8;<I}zK>_ko7#FKhyhc!BIq%u9zf z8WW51b0JgZ1^M~VQ#aEyAMOSpjj9j|=>jI_WacJ8H-(mf&dq`i%@n5=fcAWY9qp7@ z1nycY6dY{==X(F5%ydvXhpd5AxV0W+acM~jc!Iub$7^sm5OjAdxGZkC*bOZy!OMOi zm0&7pmuf0_vARNTX;DgQ5u}TgS_Ha35mbvGod>onF)t6guM8Xxpk>#fXaP6cKofw8 zkTtQ8%nw@OoSIhxDJA_9i;rxCEFS<}>YE6$%q_pDBrg-9q$nTMiUqemK(jWP&})w0 zOmBNL4YE1U&l6nwlqaS`Z*2n==-@Go<qhDY^>g!~v!|f@my00#?h1<XAwv#npes1Q zz5thz+u>_BlS`9JL6^sX^JQ>pZf+*HoA9(_F39K0!7F$#%)Kz-0ytz9yr45e$)JnL z!FA!q<_kMPt5w0tG`Tb>Ga1}A0G;X&>Xd`KEuctAElP#VAmt{efR;mm3Z>`MXM>}) z1U7(}R+?G_*=eW%y{k7Vvmmhu-0lI7frGa?2Sdi86kbCvcr3~+1Dg^8JuYA2b=zcc z41rP+C^SK`M`!08nF(TmR;EJcBtYk|l!7-mfK_MaC4<ik1cyXnX=X9>2-1|)yiDi} zJorkKOy~s%#h?x<XbBS7=LPvW#o#XJ`Ns3$L2!lKRPZG~3ZN?klVK+V`#_hNf(||c zpDCoLt^{(G!rLi5ufg#H>cxXj!-EW1EBNM@WkRwc=%#Maxfqb0ZJ<GF=pAa1TfIR= z4A>>03rxYSNCkI)e@HLZDG}1|2kl~l+&NsF3clI}+_8q94|sjb^=a231qH}wpsmQ@ zZ~-3;pAT7q4!zlD?*+&bNAT`=NbL`uo&ozMJh2!e2s+0BdKbJxFl60?LO67`Co?Yv za^ix5Uw|_xft+tV2RWo9q&zjR1k#lA$xKaxY|6~Y&js%?1|=PkH$ivHq=J_RDO{KV zX$FBxUT`I_;UeVp?Br6=HWhGudVs23$YfSQMrIE5N^+-E=pjj<&1}iA0>?2YwIVSO zvJ?Q+@B~j9YytZ$_wXJ_qc0<~3OrTy8obOMTm*pDeu0kbfKReq*nhG6ViTx(0`1xY z9dU3G+{RXT+dKzcE+rRL7L?>CmllC$;UOn`<m4AY7G@Tg=7LtnLf0fEC1!(;+sp;~ z1w3*F?y28c3QjU$M{WaI0CwczJ<!{qAeUHx?=AxcnL-BW%ob3-QwZ?{g*a#cAC$`@ z{UOqz<<+1-1aGLygkCwD1X{@roh?s-Z5X=P0d01JyJ(QMnqOvmY7wOIZfIlxa!FE7 zelqlao-)Y#I<Wh_!FL#e)7FK3;AR`-w4##KJm{Xr)Ra=tS|rFEAZS@jBDhd`wygsk zZs17X2Ri=}RI-DEAPu~yH5GbOm_l)CYBsp;0j=4**a313_;7xZuNC|t0~87cMbMS2 z!5NUl@IfobKp~NxSd^HT4vIJhA5fbBG&2J-A}>D&a$5!DhGUQrxS9nIS%J3MW+s8g z62K!+o*|G!3KL6m^NT@ee?qpoDP$y;K^8iJ&s8e|xBrqeQd1%0h#?uNu#R794y3{W zZBK)?gq(^J%fP9w7`!DG992i>r&i`b2E#wh2TzNXgAN4;$Fi>zSV?gS_?}&`khuvs zxGrn~El{|y0kZ5{p&$`Dt9oJIMM$LxItINMTGkh(mgGb48_7*9DFvMd0tzLC!qP;@ zz^{U(F*sm@D<P{-lZrA^L2LEFRwaXXyMY#)fz`a(4&EpWTG0-UAcb7e!cTCzNX#lt zfgB;N5R#b$xoS%x2X-Q3awc@vyac=;0&?2an;9!W-g?|T4U~?}jX+VN5S~~JnZFAx zO#~gk1QzrxgXek3ra;i9|NJ7b6WvpblQTer=#aiD<Ysqhh!|QL7=WyJwy*=N7S!b~ zN(7xO0Zzc6TXb_Wlc8<<{EYk}a7ul+dpX!kpg9%D!fb{7qC`l;8FVlPc<nRD$uIYT zjq%GbPfSUy1UC^uhg*Q091J>`9h?Z$p!acun_LQ+(AH*S)8od)VBP77#rdF7V30ej zpzTWN3R+M^9bN&tS^(^xT+qBBqy$SUg<S8gkev@+przm$2u{bKIs$s+2v|#KK}sTI zd$mGVY8J?03a*uq6*y1(A!iAc!N&BGGoV)#d**=``$G<6fYi1{scE1d1N8c1g>cAF z{l#g}El{a>$&e;uYHkv=$LRzf-v#?HF*z|MH5a;c%sI0t87vAO4A^=Ba#9OuXAESU zAEbaU$tcQ)bUU09kAinBD>%Y#7cR?(Tr2%#?}F#^m%ePA3<@StsR!u@fN$Fc+W^|* zpAS8sMWHyk2zsVd2xvQQ5jc1*Y`oYFIbF%q(-RZ{FIGSf3vdH3rU!{U*a10xA_#QZ zFj!ME=!{@+WT&M<iU82GHsn}kh2YdOaJB{CE?5Mfdr>g7v@iv`F|RZgsw^cDJPP%= zq49A8_!=XH+*EM4Q~`AV8Ms4I06KaL+@6PyNPx!<-YkP$sgee|aT|K#{e=Y=He7&| z!k{Gzkd8R$8qmCa$Rq}MVy^-0gsjBuBydd%y52K24?J6=;G0+giDuAkXgS~^A#ebK zh7&;xctASe%-Zt07cxkm0`5+L!@?bO<!d^)YzTJ@25SP9>Y#16;KT+RYygF#LXb0v z$~z3X>>jd=2t0785R{k;Nz>)2&`m12iN&CM4)Vb38Wdc?TO$;TQuDz*9)*A$=n<F- zzK-BKlNE{!GP9u@@AC4is-U9<;hEW);2q>(*E#2dudDD34t4~^PjW^MXtWnxfP-#^ zf^JcGy?)1QkY^SAK*tb)G<xM1XFwVV3&7C;>QqAxdo#4OFb9W02<R{aaJ7+|4LLut zv;^8o0Pi~8a{+wVX)^STnTw4VHiGpff(~Q?`!UQFyyv_Wbg&(yg{NR)0&>T*Jxxz` ztpkOeGjy`DC=;}W1YDREC+4M;gSg<dm{?K_9$C29abd^BR&e0wKu__jtE;O6*_Z}8 zX(I*FuT4oU%F8^w0=j`2G(VgQSzvIn_rfmFZ6Dy`qyThKQ8K7;3W=hO#8U8_wQE^w zQDuG}<aBUQN2v(3_zD^azDRSS1^FeJY2ZGyLU3vYC_ojUd;NM|FNJLG122@!EC#QJ z1)b&u9{0(I_6)%-25?ES54=`v19V4VQc*tmvO7>I{9qZVoV@^5a1nCAMR6*m9RN;} z$)HUdu+j1h8$l~iK%x7%arfg!NPj#Ca+#(=USeh$WO}DK8PraI9p{r*nwttb*ACi4 zPtHh9DFrRD21i69sFMSlYz8;$o<oLUK`TQ_Ku4y5Je`;f>Cq{8KxV8TH$nFCS7qiw zQg=#X5p<2;;g#SCXa&%5z(x5<uu2VbAS=i$g{)G@1Y9s^lovV;oOgIZKDg%wnlc1k z=$i*xJON4thgTLIh79JHfzGps908D?ngr=&cqc+HmOC=>;cm!%*}jPt&_gD@4{w7w z$~^~qS`etEU7P`(h080=1&?xgLU%_MWtNmCLUx5H1cO(S!cIejF7(LEOUujw_XZU} z*Xe>6R_7OFK-$ignUFIQz*lKQ0>w8q54_po@Dk`DnOB#B@-Fz|vP@|A!ykG!#hV$B zE8C0nb3n(>fwGK(1$ZgWOX$gypgw&v=$>ZqDg_0X(xgOiHK*X3Q<7Q)Sq};s11Qf- zNd;M?P@E0E-U1ZrpzE-}X{jg`6f@AFj$F_XT4o8jKvnQfOi#~*1gn1rbimLpF{21_ znq7VlbmZ{a^leWYW`dHeLP~0BMJDJNKu|=Lq$X#8m)(QT)(2%*g`8B-<?A5Z6}%iH zA*Ilc3wtlNfM>-aLwm`IX=&hLilS6dQ2>drZ0G?$3eKgF1+r<NyD2iE%aM~nClP^6 z1ubU=y90Foa(+rCwA+@SRFnzc5bYlt1Ww<jd9Yi(K*5@q4_;yCRSMoZpAWj!5)@eA zA)5Y+ouG^bT4xG5?@u8mKPLxLc6j8crGY~*5p<1eei5V`0;S>NG-v}_!9714JpHI( zXk-BHgn-U%0?!NvKsI?Qyq*DRwG^cmlz<Bd@F_<HIhn<v0{|e2t2{Lknu$SOVer5p z*qfz!(0dj@!40|$4P2Hf6qKfbW^%wm?wgrj3RwZ7kepGPoDFR~Jni4`yb*lm189$b zCUo_1a(*6kHwMVSvc#NHNU|v@$}G(-fb7*RhVFt;c-;!AHb7UqfP=vobRkwIWJ_Kt zbbDn^W??C`pmzctq6LXg-$dw@<8P;dGXS&)1t~s3D~v%6Rd7tfuhxRt<&~cVnZR@g zFL?&J5`4%fIP!B+!5J?xFQo`_@&f3RJy72%88Z9|+G_&R0Xm%@yrm}xG<XF{0Sfy1 zU>|^P_Pp3}5poC;=%TE$RM_br7q(p322xs346Ya-H-qO!6pG7XYk-0aAg3}v-O&LK z_+rrQY>?5el>8h>;H4ejlL0<u{qQ32*qQ?9&b=&1_66;#1iN3sBOki`6146m5wzL@ zY+zY_Q3iAy!G$TX{t`GDz^-tF1Wf^GDHkLIgR%i6vnm89=0PUPUu^_6dqCj;n$?5E zM@cH=41EQ^Ovu9d9O!<-WY9U4VB5jF&>-pFEhn`Cq+h|Qw5keJUp;OCk)aUTg2ZA- zy$d>w0kohL6lw~7U<V~7f^S3tYtBt9hO92h$_Mwnz}x@3!8zc<!VCK^YyfQ<ys+`Y zK5*P7XMpc=$jL8-w6O|O^B}V!;fXmZ;F=wDK_+NvAMA)6@Z@geMeuAwK4?Wecwjg; zvlx6x3TST%D35?Lx&ml#N>MSm&{4=w2Q5Ma=XvlFM=%R~)gH(l*XKZHC4yWb4K-JA zaSApBbaYH!B4h~2DYK{~BL#X6OJQkh4)jzzU(g|bU=vF+i=chWg481D0Y^EBWzZYW zy)q$(DZzFWLE5tL3)8{PqnjN!Ajjr`ZhwJow@XeeD25#dlaXIk1X_mx4(;NSQpn+i zRjHZj;Pq8`rO*R?K#Q!)Ghj=Qok3kUaAru)Ps&U!$^#EwE2Ni$ysuE20d90Ec)5ZP zx&#dpgRB5Y0Qf!=a8n!XK84pSyTMkwLN92@2c0<zHpLCH!7ni_4Z0-5v7qSi3P|#C zDTR*FB&X)<P!qBp=>f4z4XOwqI<%unF9X2j3=`o|>1Rn+q9%e$%z&Z5O1N$Vr6k z_sT5Jhs>vfPUuX9k060pJ%ghmII$Qq#slg#UDyCR^9Pia8zGbT#i^j%(LwDFa7&~p z6}&?{8Qfb2mrkIm1<-uz1@QfvZ>G0_(z>S$WPP(gcq|v>VbC-h*t&w8MCf8j=fqsd zIn-}wf_IcFl;(jlYd&}_fsz#{%YkPtOTkMVbMwK|(}~HDQ?EeBeOzn?IrJ)IWlwr4 zq{nf15A^UE(7XmXRi@@uRpvrRh_f?O@<2r*WD!a><jz}=`$`gXAkF-$MCi~#d17$} zWZL0zL(}61@Tj4JBkY1VP_&k%=9NO4a-i-DXh;g=_m>TgAg3z?CzfSGM>9aJ+>6Z@ z_Fvc!Qt-A5yvRDSs1n>N2K6(OVax16GcJ(X3h=)3D#$QXCTMILd_kNWc&B1w7GxJ~ zDQK<&<PwE9b7#B;mxBfQ#l?r$mO+-96eVUt*Ks<gLz-5%dv2`+MZ=qxIj{R$K(2Y# z*9mqmsI0gEIe!s+E>+{jeo(k1=0UDl4oHO5tKcpMBv{TjpKm$06_N;cfhH#}z(#p< z4lgN&oP_$UZv)5_1>aOirpZf(i~}Wtj<7EU*8?wBgGY+oz;kH|ueLRUO)LhrJHbcY zfSjvPoSKpdnehXii<<|!`xfNt9MEKX9%Nh)ly*w<G9mUl`niIG12j<vy5$~nfkJUU zbhN-3w2T}w+X>3DprwM~q>@{joN;(9xGYx4$%O79y|5P43<3u;Xnz4X6N1K^GV@Bo zSsm;_A4o9SE9ro^ptC8#`2}<|S|Vtw0kq!@B$Jp0?NEVRFp%2nV*iEh7rQ~S3ZWSp zph$VK9lYNv2~>uH#8Y55VSsLqPs~dJPxB}gSLPO!<b!j^^R1BdnVeXVm<+nY6kHsE z+hO3@b;vY*W_n(JQDPpXjRoEdv<uY30u4Qay_Zsy30-_%2B|0$Q?gQ%A?uAnH^F6= zr9$_Cx|U=>+S$&TMaj@nK+uLb&}MXSg!$%|LTi(v)U;B_S<DJi<sdoGEGRVR8ySI* z9aiv%oO1YL`6Q46g|gI4==x&!%tYvLM(*LokQ7pu2)S}T7j*R>II7O=Ki_)32~-yN zLITDWyl4%4oQkJk2q*w=w%u3-ju6l;;3CMe3D6B7C8>#^1`fEqFDc3|P0E3svkzJs z3Qmeeso>joGa(Cg6dp|jE6o74NAq$ZlOm3w`8u#-@RY-D&>5{@pMVbe0Z-T|l;xMF zf{%*@9Yvi7IdMNcvk0`@G7);^MP?BsnI`8~K~@@<=7IMnWkQb%3&@AA)_J{r-kYi5 zy9E?NGIR4wAnOCb$G7ah*mn`U5V`=`GY|6&28E2K1~`EigN`JC&Mjx=g2pPq5$}|m zmkv(X;6*ukd8wegSwP{YkXQh2euLMz?FD<u6?8BrDDx>?*a$im8>Fl_12V7&YED3Q z3pnS4O#$sa110D;8^G%~6x_ihMo;^vfdrFM!An@ZQj1b^A<aIg#1ime?c+x9VFrmM z8IZjyQKiL+pgIm@E$D~`*yvJvQ6jjaO-xIJq*71tikTc}v^W)|mOv6atd<66*kVXf zq$YxHfd~6PKd}UI%v@T2X&&gPZAcpoe%mAHgbA?cgG*8&P23la;L2CQIll<Bs|DmR z&>?GCrQo$+Pq#07+P@i`AV8Ccsd>eTC6Ez_*Ig4{H}yczRZ_^$tAbP@pwj}96Cp<? zJAw9Sfei#5R*(rU_iJlG!K@IL2_8jMC<Se$0T*!4ld)j+I{2b)@G=#J)V$Q9bjZX; zKIoKP$Ps53wqNWAdl^*zfXxi?_XP_CltNZnR+fO<Mi;xGXK(~1X67a3gLAGzKxRn^ zIKZ#Zygm;SiY199&{LB^Yk46-o19+?y4nmB$1i&pflbdyg=Fz3dm$6SsTIjNr76%s zhxE)GaI`C2gd7G@T%Ml=>2n8{rGou$W(*4c%;Mri=!|;G;XOrZkYg+sbi4*TB|8&* zCpyU1{QNYK`X{@WKH1R)4oc8gFzA}l;tbFxKS(WG47#QnHXa1pub!V$nhf5S|G06* z<HnZ9jctz`CqHgn0WwaZ`0$bvaCS(|NzTuO%z}anH}IToVh*G<Ps{;blnV~pg2OAp zkyM_VlarJRo6O881s!e&?f^gC*8p;Ea4L9gWb&NX%OE!irGg5#Oz66?g5pZh`cv=; ztl*+2DYc|1u@X935tLd9o&*D#<Kr3(4v7NrmUl=Qlb4#F2s)A>2U6XE_CbR73xeEt zea`g>Ab)|*dA$HW@%7y9bGy&20f{Mq2GqfB^oQ<fyFTSQc(xwA=n`yAVrEfJCUm?I zw2!C=GARObNjY@&VIt_p97xN-Cp8InG?;>~Ke+9z06O$46|!sa@X9>Mp@A2tU4*RI z0TpbiMQPyZyV-tY!_9V(qZQIp!9${;ZY1<DiHyqh%v8ug6KL2Hk}6!F^=t|#Re+~c zT%qM2cx^vqprRnZ1acN0*pi~u<ZQ^`I(Yw7DP&1yZem_0X#X|1=l}<eBWM#jI0QWN zKm|()xUz*D{s~qEP4PM4;ZFt7m?cQxgB_b5?0}3BrGdIRpyPPJ_P&|g^=2xh3G9(s zT#%TT3Em|1V8<M=LD#2TpAC-pvc#NB(992*6O;<ti3MFg2uh84;HieB)XWk{IKmdq zJlWCkVk@|>uaJ_M0^ThMU1tn(6sTl?><LlufOHrXT%dc2GZL$gY=mr1^-C;C%z-X? zNX-LJl4nAe{DbGwcR>cjb0JHLGC);7q`L;*@>l{|&j<F2OCn_K4}4}cD49H4+XJGW z?}AL1xIzX_lR+&UkmD3`N>i%9&HnPlB1i#W3_1e17<xZ|!keZIutF9zR0}(t3x1+A zbXlKAWdWoZc?!7+$0-#uC-{60xM!{4kqJ&9*{R?NJG>|FFt~-TPz627=<U=QufeCb zf*lo<pOg<Su3k<9??)|4EQhQfD#}PL$uELTE`rVuh71<DWTrv}I!Y3=Ghw3|pm~bo zVo32fdCu!D$da;h&;dK(L>`m~9!LcZh=BR2$>1cR;N}Z<0{FsIFv~F~2Rg@;Tv`NK za`trXGH_@ImL@_53X)QxEwrrs(xSY?9B>J)P?88~6oRko&VfuHK5K^@yilHz2<<pH zB^E=9wX9Uo(Uf32gA-G7z+)K-!TF^{klO?l4(~Y(UOk$aQ&I|9B>-BR3*BUp1-@eg z6xEq&ke20zS)lPwusdDyp`&Bq{kvPh?T`!GL9;C2Z9?F~5*3O{bD>8W6=Xt>4Y{x% zvhf_8hrpK?Z330H@a6AYK_TY>yTK$lzaRrLkeirS0x2RK^B}Db$I>+L(CG6OkVd$N zOAy%1An?W{kQ>3Pf53h(16{`kPIKV1O~5B+f{TL8yp;TWXf<41l9-+j=_G-cN|Zom z3|%szCp;vTR#ic_lc(lFmo#0Nbg}W`M6kh-Q!+1Xg&c7UI;jjY`&bNW&O>)-yxP<Z zYeNJi7J)nX;DsCeF6;#PTA>({q7^i>K+Xq^wS(&|1<+yLMPL<<&?~)Cia>p+WYB5= zu&0A_^2?!(e5WGlmG&X|MTwBaoS2*eX@%R{L#_*S$xi~=ke!$ZIpEhf5qgzyaS3Fj zy8`IgtvpcF7vw;q-mNIL6mpZif>SDVrUG=n6J+q?*2)_j!2udj1R8pPY*Ydr+5u^4 zCxgy;2FHXW=rAFWxr<joruUpPa`M4rwV9xOrbQ4>RDv$!0(<yzBe<+tIR&z)s~B_? z80b0&@N9%aI_#8>^wiwc%)H`6@a|hs`2})JVsc`3@sW+-nMDOR&@FTzC#2@(WkO4c zpwwb;RwxEF93MBXc-Al%+<MsexN#=P0EOIC(B2owP@@}cAxUXoVqPY=|E3V)1PT4r zoTOs#>5|Xdz!@Pk4|H!L=(ztp$f8X5RL}@2WFg9%y;EK<oC6AjXWih{>6s~ztOUAh zHV-o5n^;r~p3sTa(*r3?ge;O$$WF~mfh^q(fgUywIf@tT*npz^D(Ez_Z(?N<cser& zI^k3ZJ~ja4eb6aIknsrx(Cj%RU4(f;&S!E5^{b(mR)ZD|<RwGmFE2ki12W18x)mMT zDDed?3Ct`3_XZTo9`0HTDP2HYo^PxGhl^`*Nh0Lj$fxbQp6mk;GF6p==cw}wp(FJ9 zNvXw|kW2IY(;z#qUBMUnB<6t|GKaT;R|&t_2|Y48BR?O~lLQ@;2Wf;TIA>&n#R?Kj zGE?&)`;v1rL5El*=NEtzmqJczdS*#xE_f*QV*iCr7j{Dq%DxC4F*)CS4!r$6u?TcM z6DV^ifKDd|6-^4DOU%H77oZfGp95Jv5u9HHS@%(tm<zrrLLo6ZIW;G>2()hpq)?%} z60(XXEin_c{T<TC4oXEjIVT6U+s-8)yu7O_^T^EX(ySwp#8*_Blmy-D2D%vMVl&t= z(36KDz1=Kmp$$I&1Y$vXCiq}maEeGz%>iv70Hq)W=TH!p3t6C*3|mhYkY5ZwT@>Wt zB-oL(IiPJypsmf2NdPC%5CKT@n+@PmD20Nes#I_{UBMNS7@hMWhqQv`bHNc`oRMD! z={G-a?tk3e59-UNLdub3@EyiruYmVG=Rl7<Rsc2d!3}B!kHj44Ks@NS?o`O}e$cix z*!WV=d^==#H(Cjts6jVygAbX0HXA&U>I4c}u-f3#qEzUj=A*m8O+L`Fmi%JSg;n5z z<tKX=JlPF78UQp$1-Zrwbe|Zcd61u!m0FTnmJbRc1w$hXkaeKVmXNDd75oybG9guM zaefZ8n9a$A3=JfwrhxlHi7BulfLzdaG;ni8!N)(y1?0dfZ{}`!+X%J495fsWvdK9g znv6mBLKY_{7C?6><bVnQ=+K#CX-P&tXb~AGu0bb{fcm?jc*-vXPdO+ALp8a9&OtBA z1bZI3k|;4L6I}f$lpS7JlnI%~P)GsosRFr4AvHHCu_zlHNuXu%`Jl;9a4iQ~>jK#^ z2v%2|nVSn;JerpXx;6}2u!7c_fKEDvEDH<E1kEFW)`fvw3Ob=YwFuI3c{3fdo2vwL zo&jj(1IX{0(1Q*Y{K0#64zGZ&A^{DFfqPIOMdx-w_YDT*=VX>-g0qhT=u9-w@m!!d zQb+;?9f$?mpaI>=0X~7P0hF6S5(*)pMlUGDoDw1BTneZS3(fq{8LPw;Xv%|Bbk0So z<zNLDr(FQ=4h{D7bNBRf2b%|4)ebIp6*3{_C4u&Yf*byzq*am$y+Q+Y$a!K(Dr9IB zv|<5%!jOV<Vjj4<Ni0juO9a;?kaNO81N@Lf2VOSJe6njcIQT)$r;CuC%ps*I;0*C* zFJwd3>$Zm1AfKf{vLWc!-6F_BtIRymtT|YJP=0zU<WAQIJDVTuSPk|>NqK4_WV|A! zs1nl7NroJB2lhx&W_o^6KIHZd1(!s~AQ$Mebx8Q6L2m^vO9bz)SE$M?D1ht|0u_%1 z;6r-BLwcZ_it|8?BhV}bC`J_`p@*9%rNUNOgQq*dszDQq-~%x7N+6>|pho1yW{`tH zStb#(52*w+29pju@TnxV0%SHg%|UPC2K)L=)0#KS!K3Ier$G9~DJc+tDx@W5mOv{< zPtZm^kh^kHp(}Ghm*GI}LjvF51vVFSlGU0m;B5m6xzK|~N+DIZ!i^2!gi?|Zoyhb` zgzTF+x({6GCTHY>YqrF^#5_>@12nn25xiq`JLnuHaA1RWOM`BU2Dw8axExZIC6=ax zx=o<ieX;|5-Ee7oI%ow9NDFu&5l9*oG?~RE&`Ws|le3P@WMW`ourvglm753|+4uGY zAKT!P2^r8z$uG~#fSxd|U}$M(0V)DOP5uk}E_Phl2eR_%&Yd88@<HdNWn?BpDxDJ0 z)WKo!km;*U3*Ib-+&~PTlx_zFf@7$Qr$0!W!iD{yRp1v}K?Z~7P#_0uf((ASU^h5O zLAS@i&dCFBBmm!22r@;%Cp81ovjv4qKIBks1-DetK}p~NJkTkQi@}RA@^h1lQXwhw z`W(mzh(dZP^!SVv@H`kOfWV{a+d%~*e0|K;3p>HiNY2kKNIVR_^8MMIRUpMrcl11) z1KDR$lnOnO4YUcO6m+ft$OpO54O^Kh`Ow~)FJxtg0_gkzaM~+5yd?MV60qkpa|=N0 ztssY*DWoJ;!q+*bXF?i^8L2sG&_V*V!@mG@W--{5a!@;=7+fG1Cl_TxjwA#dnvz)z zDy|?s=*P{QA2&npvku5lNlt{^hjO#^24u%%VqRV;yaQ2M3>w$~c@sQ^0&c)x*mq(3 zg+1WV0JlXTXBRx5)$(N5F0gH|`4mXO0=cCX9LvQ8so-OkLFR#y^hNL>5a{|vP#QEh z1d(<&AisbvkvO~-ykfOHH8BS|pqrbT0y+m8Tzi5J<DUUCNWmGjb_~RNvApx?KJXpd z&t`&`<P~K?I$MtEiJ5uDkddq8)S^V_tp};a1)%kHP&elmq=IhZ1N+M(zW{XNE67lV z?97~eNL3EnkDCgKg96aS#E?5cplkL(+sVP|Q$b_e;M`P}Uj;6z-BXKGb8?E4GZNDv zjZny#Vaee=;K5mi+|n#?@RTPOfl4iK`?eq-a^PJ6(s`mFL(7Y+z>D?rQ*yw;kd&C0 z0vY`*NlnZJ9rptAKrv_$bSb1<QAh!=2721t1@<Ut=Nx!<IY^yCIe3H#oXa1#c0&-@ zEwGJWAUm(mygnW5k))#hL~w%1gw8NPd+nP*`_n-xOOrDolbPTh-r(R!FG@^;j8TL` z_oxQsBxZs)R{285s0tDxYu*A%Gr@i@%>@q%f}<KdC!_${_72ImNu|(YGb1$<+)h&{ z$V)8+_wTN+ybfObo|;z-?XG);y0}B;u9I>=cfo;j<HMb^K`vEDPlQYn7a!S}4N7qe zg{Ao=(6eGv3rjN#AhS>9nV=I9!QINkYhhb2%TkMyz%G5hwFMlg&WWG{5fk$u1Ci;V zS{)RV-~ezfOUwfY0I2^0wkbU|uP7BVvjRy8$r+iDtf}CXnw$+D@!!1X)ux^|vmirB zpwVV<)>8;d%!F)U$OkoJz)=WVWLT04cA)~O0R@h}FwlLriFuHekyMnLm<^jP1r53% zhTP+mn39?Uj#tDj)2Wa_rh-)H>Waj4*tP)BeHEbS2bH*qdBxd~)hZXZUI6!x6jCb+ zAh`szz6W-I45+!93LVufDJm_=fW#)~v`xrb`}9(97FQ_9FM^H(l^11#YG-hODTHP~ zqBsOJf&~uDOwcYOP%+`}3@+yaKqn`Hm%oCglR;C#pjh?{hAedk#X{-fmEdl99%PVH zp$ycaE(O~F+LQ~9K+xJK@EjL7NI?gs!cKGbPKE3WN-hGO1`Uos&{pmBJHXY$2FT{T zi;d7rqd@C>E<&z}_DHNevJp}QUTnPBd;zj-{qU~5%w%xb<(DTOg$&Rora+Ir&nN}o zPaYKob_J+l&xEc$f^1?cfy8GqczX(@tEb?Z9|CriQzmHM4&?V2E5HZz6_-G#NSr`B zEg=&&Z<fpesd%;tvWeS0Cp8bUlPtUB@aCe*Tu>lB*s=Y=PRRYXpoLeUk{Fy}ydmSH zPnXPrxGu3MEk6_DptSrVP~#DjL&GzV%mi7YaBc=DttjLrLYCaT*xd^fE-nSHt5<L; zf;A}8i!veOS;?6t5KpB;hX)jLQ*%lnWp7%3QSxDMKl9PFjz`nLTaFZx5}`-pgJwEG z6Ty(>CL6$u;6W25nI({k67T|q5=b6<+`Rg66Zlkwi=7v?LK@Fc=WKX3Z6~C;1-jT7 zw1%_o!j233K|W8+O@!QnlUP^^x?v8|eFsfNfL4rx{pg+#X#oa<W@N!4iMg36pmbUV z-n6LjxDnE_TmZgfCo#7m4Xi37H3uBy>WbjzYzpXX`1}G;I}Li=kxOQADr9h?;lc)R z;%b7d>H+8S;=IHH(1jkLXnVSJ@6)AwK~`P`Pq!*WLJzt3D1|PDammjIN3eohYEC9( z!CTScmC&K-9B>Ea`Svc5Sp^xOt1v*Z<?0s<PF=pKpwrO6Zg$Vl0nf)hZR>rptQ(vQ z(?QddpdkbB5bWV4B~{=WMWHkgv_lONrwWgoCV@<R+YG)9AU`=Vr?LRDs=zS^yt@o+ z`l}6dAV=<8pKyKRbx2b4PE7^vv;YTDa(+%uVp2Zn{NOxrnFlI6A*)v1K<PXWGOz?X zToZag+S@66UT=fk-BO&LSx^AY6_B<fcsZ{^Vg<D6oeH@=DHSv;4lY$dE>>_10|knL zdu9@()K_>r2b3-pijRQXfu4@OAZ}P@Dr8>OJ;)KVPC?=IsvY3+6}0LyEfcim4!Ykk zCAA<EJ}d8=558(7zZA0izN8e=1qU69o(JtkgQkR1G7}*~mSOoh*^sQ}<?7}Ja@va( zO)sZyWMW`oSl$9EmJ~oI8iCJ)hivvOIt;mR&eJc%6*3xL3_1-OvOwYbyz8sLL4SSa z^#x$(f_CMAPv3&Bl1MCqq}JCREs!ovYBG2byeKgjdhc>kYF=tNr1H#!Ty+NyxKQx9 z=L!L-pw1r1p>LKqyxIUM9$gZP%Ap4|=Ym!Y!mdOBk32vY0vukE48BUj&mCMwznRkl zT7l6r2b|_WYm_cFfzJ2>Cs6PmW8gCV#?G6NV>H0WHh|AA&4*5AWu}5oi2`RG=fon= z!a#7Ue>xe`Sq=zt4F=l;I*AB$AONKF1|9bd*`Ej5BK^2&GPndR1>HlM13t|`p|~=y z1auG_q~DX1TAY*#-C$CbT2cf$FafM3H!&|Y6M8TxsG*+;>7ar#JZR|wxVHkDhk<V5 zch3(f0yjgzjpZiD+E386UEt)Z5FG3R3TDqBSFquw1>ifEL1|IJu@sV4(i3wbd#)66 zGD{$h&&2d}&<qG{S*cHEc4~QMF{F9nlv+{(&cg~WiA9jcsf!QzQhTJ;+i&JAeKQww z4E@vf;Dv(EcY~K9fT~Ey#s{awq)O;{LJE11k=-QN`q0G6ydxVy2@Z5pFSsq6lnFWQ zBoTDpZ3cJ|E$q-Dg<RM{XQ0C&AY;w$pz8x5w}7N&7Uh;F7J*ZVFJyHIXbKoq^?_|D z$xMbc$=*zz_h!zX*9+%>6N_(ZUJ0at&C5*90=MK8Ji((%`Q=9-8#GJuOVcx;L6-tO z!tF)(GH^hH5ATQcdK5xHD-%I>DR?C27JySvaVhxblGHqKI!!Dp0Z(C+fRkEgB{=FX z?6?R?qrnBBqaq>t9m8Bfc?7fsy9m0Ar651A7@ROb@%&_WH^}_V{4((FE6B+&xv9mO zV0%F4)>eQgtifFHVNjrhd?4P*O)N^!%!8B~#feA2$9pIQ6lJDB3hMJMkY!gO`#~4m zUI14isd>rZ`C6BJ==6JXeo;X&Wa$g&*1saqQH0>+_I4h)UGZio<a)G>#LS}PQpij? z_#n5U(gJAhs{k5^hKzzaC+4Jr*NmQTJP$dLDj>hKsIW92a@9yiKIk4I$hKb40p-x; z#o-zGkh<#W;?<x~aZH9x$fkovz`?~iXfGo;j|ZiuXM%3}1qCmt=?ZCm2E)!fIlK_M zatnN{#vagABgp^YV@B43SPHqRd8Lr_Q(OSbKd=o-1x1<A6G0TtK~}(&7K17u=;37- z=3Q(DM*?WD0F>7tQ@NGU;tqVFWF~aGY<hk^WOgGtBQ-f2<YRCF4h}U?l?y#m3$$qn za^V*^0jE}gHpGBEnVFYXln6ZpAT=)?TwExmq~^izKqvt1PKHbX=jWy7f#;)~oWTAA z-(ds_9ndk+;HW-4AF|i^@CxvB3}`JSD9wQ@ctqmL&CCOhFlR!OMNUp?St4XiHxE1- z2ilGXb|<JN$%J$%uFtu?2$WWGOOJw20akD=hMdHo2imv=>NS8JlAQ=0w1u=tlfg5U znW@Flqi)I$uL2pO5E=|w91~EK2|B?H91^g_%V4i1<{VxLZtWaiTT+?>uC5e7>v6#< z)AEbbGs~bE6x4Ri$p@Y44l?<C%enR7Ob+Tf9Nq=#;)BkAO)N+)Ey+v<#}51kOh^+% z!4F!1fqI^4rQn5u3YmGyiI58{(sB~hL8r}uj4#PA2d{{J1ldz@zTw>dbGyMoRSs%Q zLI!WjGV>u@JRwbA$0E?0AW$?YfRja8Y96E@glyCX`=}@tv?eMalEHJK{p(ko_CT7n z@ZIR3gG9i#Ij82NCPC_d&@2MTX$rxRq91fF4LBbaXF|%Xq|7XEYKE+ayx4PLJJ<;D zm_Otchl0{1(Dt6xB1m@tw5a`J6Li-Jc-#)0bil!y3_1Y33Nq)DT9KMt0A76YrVD)G z0ce;6dVGaKNFwCCkBofCxpWH7`N`mz4M;4?hJ+JrEhn^51-g(4zWOyauNcydN=ZF3 zKlA8(u;u<mpk6a1i-3;uhAtg=wssN7NBPO6po$n&s3>?igEbT<=jWF|NBqGDyMQk( z2TPTJPA-6sGn9b3hG5a6)ZF|sXtv1C%*sxMjNyVhfS}$6WT8Jep_gPFUI}h(T>y=q zYz9v}LP}5Qg(qOo=4O^0UIGq%@LHMtyhO<C;^A#+;5JzSe0UDDYY7seDTh~r8|a`m zav3D0B<F)xfr31#P@I^O0^Pmgl9`wXDgQystwEPJgX~NL%_V_5%)y5thb6sj+ya@D z&jsCH2udr7CD4nc5{ruR(_zc_ia={=G9i<7>6wSYXM#SPvHtn27I4!&FEukgBPqYM zC?h`~Tqa}|7ek}&!WPiUYmf~|3PF(jMg8)Nav_Ce66jI^kmErM&0+I`MTu4UkWt@U z@S#GGqz_61;G6;)Co3+=&V*dK0Y0O?1a`6vd=41YVtxg_g;*gav9J_8YYFOKKu)(s zY)XP>o5Z}l!z)w4@c|kZ1g*D9g`~xd{M`KF)QZwXNX?xH+gbpwb3iA~HLeFodtPQG zxFO)<8U!v%z-|HUr+`k%1($%f^FWFnQ0WOh9ulNCGZlJoP8sNI3s5q3f!uAW0Ge5Z z_}>?Hh+%PJ8DuFD=o0u|aP901U10|r3{Hd`((r2IhSy6WdqXnwia~d`!GgCKw1@;0 z<_g6H`T5z9Mqxo>5%{n>g(T2|0LTI4;h?b@#{$UC?=(=8031A^Ny8-YtT!mVD7<Y2 z?^{v;&2)kVqDsL_K?90Fp#Um^GYfLSC#isA4|KH`_!1?MTF?##a3Plq4przhr)zF1 zXigro5+O6aG`|$w`d28fg0wDt-~*%JYr->Ob^U(OA~#US0TiSPsd;6U;KT{4szFW1 zeE4DNpk7HP*flAs#hFE*j0SQ|N+NWRPjX`3k&WOgM!^wu>>$WIP+<p256Ss?X_@Ju zRa{`FJA<YTpi8>)Qo+Yrfct~c^8xZQle1I7Lt-~OZh{AeZZ_ZSxY-7>FuwpgGzK~h zs}#1+_rg?ASpw}56yzs?&(&54@B-;j@PS;<_+)q2)7kSt?gEXrq=2P7^1;1kkN~*d z>jg~|#TnoQ2w*jl(A(WXy~xs{q|_8}IRzRb11;MIEei)LOFj(QneE{p4k|a^Ob1<; z1@>(bXmYAJH3b~9o}dM?pet|k(jlvOGC?Qwf|Bpk*0td9eKTXpn>`J0=7JC6dbn$U zDJWl7RDcXs$S+OIgfzh-^GicYlVJN$gYt_ZLx&!Tr3K)gN>*YDWbC;tCqEt14}+eK z0#1-Vsfj76;8S10j`x6^&ZYo90TCp!<#qo|u)^fh;*$Ja&=wD{13-xmQe71yjynR^ z1)IUyBe)<jIW+>T)D?8n8Hfd1gauvU13gm^B&v{>Uj#YI@^K@06K+u^sJ;P7WrCX8 z5dV~<=0OIwi}KUbpkv*JmgbfqH!37UFWq@PVaBV?;PO=gG~EDhx}EPi58f;AwjX@` zLunOcqQE&HvViZ++#S$GX6{9)kn?_uA)8hYuY~N^122;9274+Ow670Rkh^3SXM^Hn z(^QZ{719!`pew&XjXp>zqL2t0hyyvW6uS5Yba*$|pw}yQzV3od=7T1BK{uX4M&zI+ zKIC@QpiFS$G%_%>1V;gAz7e!LKM`CFJ(~*djVNS84(o&;-2mE-1G;Dl?5;%6{%Mdq z%S*vY5HtssS^*n8Oog?O72dQ!rrE$-)Ipm;LC#i4O9VHyK!@QcK`Y1P{N#M_IBjMQ z^mh03)ciciq)c%^CS)spW(l|hs}PV1J|$hD0K9oO8REqPNO=M&mXe^0DH3yX4le|| zuq2}hd^88x`9Z0P(0)vQa&l<_WXDK(W=Td$QDQlC^#rJcQx58Kfwj98C1!)#+2CeJ z5@>@obYe3z1-dW-HbMzIFE+I-F$Z=7SZ*fxP-d{^Vvx5XiA13wKP#~u9CL|z$@xXl zE_G6AUP>Z#93RxTgIr|rxUuPR6Qo!#DNltoB=R7~9YR*q`ySqw4m!LiI~8*KghEC> zcmYpoT3Ti@Xhjy-`n1G6(9!T<OH)%alb|;yyq>lKG;a$kC*I74ToVD>Nd$_n(&S`F z7cnKZ3~|S7a(-TND(E&UP=JCCn}e>ZC`wJPOwNG}PAP!)R5n8fpbGNyN+44f3Mr|@ z#gHR|70N)j(?fc$MbHy<@*ykE6dWDF0S`I~Jh40x9PvqsMUcsN&`d{SGPo_9nhD-^ zui%ji?XiM}Fp|Mubx$qI%*o6Jr}2x87dBkj1DZGk7tm#yWsrl(K<$e3BG{f7=b}t- z9yq)k+;20t02i2$(L3n+r6NeSP<Xu=av3h@B;Ycz72ps7Z`uUg9*|m83>!l%&N{pV za*74$>~zqUDRB5h)-8ZlyXAvRaS$7FDjl@0DNBV;Ll>7Ol|bS(KP5X6Y$0gj326K1 zMaa?K$@%$^Q^G)9>x=!MsPu;JA<oM@yb+os0y3b7-zgNAWR@g@E;9$U2^2slT&03e zErFc3@^TUQ(00(425>Z_q^5vsQ1Ebyf=@nVq%jG!z6+A!oFIp;C*_wyCKrxOOoZM& zo0<*I?4YB86N{ni9S(yJ=g&`pTp65qY{SFdvms5Lvi!=#bVwu@<Rn(6l|m+fZ!Epp zaud8v6STq~6iT2SLn*1bkn?<;4sWZ3wi7@rkswz^JZ{?mxEZ_-K_RiSGzC1+rBDD_ zS^HpT%Yz+|dq2DrOESQ7fETuc4q(2p7i2mpSTAh409iW%I{pEa5mI66l2bt!V}g_^ zfNsFa&x3gI?bNkznj!mFi!(A|BYPS7kZmuZCO`@JbfHqvmVA(Tu6`k|pjdh~dlNWO zg4(5EhErx<I;1PPAKc5{0$OKtVH+r?6&HX~4_MbUa1$4FbrEFnu^=-i9WsQPngUvI z2y!4eDKuRK@1zEu#sOJCmsJW$jG$H+=u}CNV@gsXmxU<YfZRm}AC!f3GBZKj>GC00 z0V();gNpv=;A4cJZ3Z92o?ikPCQ5~LloUJ?i^0t<h2(tDTouR$1*afKki!*Rz)S8F zlJj#jQy{f)K~7=`xb#;@%SnVBbL9(NWm1%xR0=A1L7rEL1g#kX=gHj4;*wNQg#r$+ zBO59qjS=unJUGFoR)Q9!KzocSpu-lySuPKB!4ss2&dkXH9lw|gi9PVKauC0k6oG13 zNO6(|J`o?}?Bq=FG`T`@QE5slxT#fKnglurpd=Htego`2(6Nq?`OCc2f{av1(GFV8 zT>$QwfDX@00<$jmfI2xKx95Tm3<gD&LP=>}UMghCN@8**xZCn<Gh_!?aOz?37_Ndx zY7t~T8mQ>#?szkO!kbxBz`DaLL1RIX)~1JxFZe`61s}+DNu@}eflE>$TU;*egKQWB zFS*$Oicdet%;uYEdtPnb0`^WpVh&_uxI$iPKDd(vUf{R^v|#6AKR6yh2iSlQxd3a( z$}feOuHbQa8#ufXm*0SvB!TWy2OrC<U||T>UR;u21iEz*G9C_E(h3>GDFIz<3mgA) z$_LHJgN-ZBPb-0}Bh5+$ACCq)jq73$=*a$yt>8j2Ehn)!1H6a_6uJr*_CwaEDTMp` zI{JZ<;lo|)!Lt;H*Frax<djyF7G=T~)0H3I16dIWnlMN%ffYcY&LMPm2eO9>aso5R zj?A=@)FN=39i*rvv!oQXP6(7_UQ7TV1+HLe0<u^kBp-YZb9z3cm;9!A?yC)rZ{|Yg zkU+^fHNT{?0Gb|i^N;Sy0VnFG9c@o`tp>$V(+Y4@7l4|t(EBVeHiA}iLCOY&%#0%F zojgvUGXTMsdgo_=L)sN`I|-!ervN*kBkl0EB1jLaB)=pv2h>1@3}Jv)ALoFJMTOKn z&;i#FHmK{ES_CO{FH8ru%fXhU<d=ah0o_^#n!yJ5316(3@pK>f;^f4F#JtpE$l+L! zOCK{qd)Psq0j&as%_?Q4Wx~3B3c;!1g_KVlCV}F8%bV^sZ|8yM*%jW**bdI%pw3@@ z5#+cSg-pmDkEx(x8&FETu<OE(3y{ki!6hbSDP?+5DfG~FP;r)5QUqx^f|m+GH$*<) z0-0(_%mZsF$^=~$0E%UW$W-VxaK8CP`H&O)GV{t3i!;l>^C8gNE(;QiQo%<}fx{&z z6Fg3knUo1xKBSPFp91a&KHa+roMNCSd2Ip}@E~_9gn%k!u>Zm{Qo&6Ea8Z+(oSm0n zo|BrA4jZs5NGu00Q7r|n{RJhq{GudK8Zom3>juq(<(ERoqrgL4kUpA6W_kv+HKmYP z4sJz0Zd?w&uCp8DfXtG_%p%B~Lt;TePG&N6=t3bevlvpvgYN$V#hgMxVkPKQU63wN z!3NoYtKgKF4Bm$SYyo7=+MAuAyR5(iTA*SBvH(CKv*hqvaJieGmj_y71M)y|KDbx? zq90tZCFZ1OCW7q&-Ejmf3X(uOslfg&0<94Rc{nZ(r0T*BaFq>N9g~!pSpnXxr|@dW zhBwo|SDSzuOBWj;_YD+hLJDcnpfTjY!q?zy=D_islbH-&ss!312wpd(U~UNVV;bmK zd&mT0QEG919;j;o5?3ezUGxb`r3$&JC5e!edh*MQq2rj>CtP1}efsqU*QbI~g#F`& zUXXJ^NA#uUKzDeR<>%z2f+sei%h2CUZv~m013vNuoUw{Qn=|v0Qz2*7fcuLDIiNWQ zu)Ucnsfjt@?K2AHi5W%Uh4Fcyt^hbGq@;qDcS5Elk}`83-Cc#$w6s)kb0jkdI(69b zdU+36185z1W-eqmC+MQc;wtd2UQk)uaADuYHgE$KT<a_NB$k0(`eaA%%O1$p6eUH8 zWr>+NIncGdpc6}=b6CF6{o&wvR{-x%gDinetpH6iLe?#0mO$DV;fdgO<%QiBA!{BI zOG>~k0f;JvH(ijJb^_fH0SZ`!^i=TX69v#%DRkAoGbmia>k2?_Q~;l}3Rdf!2rgI^ zKzoZJuE{9Pg|3@<J{@vaphqI)P)!BU%^Vk-ASZexS0zHS5omf8c0Nc>YC3rKMj^ET z(!6qm&YqNHfJX`x-0~skJse&MIx-ZL)D<j@!4a1ax)%u2PI|Fs?u#{Z!J;Lppo^P8 z>RxOD-;3*)S^-&2Spd2(3bLZ27&HX|J88`myowbRc~5rida}FW$xcX@pe(->GT5My zmzsVUd@hDUX&&?}F!*KC;L!0-&8vhAyp(_z#6m_Ra`Mw5gWLuAkdjQHAh7`4WGgNJ zon#Ag<A?bZK?Y<NgO+$e(l+S&9cTwHIX@=_GRO6_7ra*V=>+iI9|bw7C6J&G10B2x zY5ai(jldz02s(NhJV2)qk_fK9APrei^8>8Fy$Ez9GRS)8L`YuFJ-o0Y6SAozyA-n0 zF*zd>at9G&l{<7_R~~fg#yPbJoCg#x_FjOT(2xWg%>rBTre)5XSvx>pQ%Fipgj{(D zy4nfk22e<Y)=lSv=2;=#C-9mY@U55NFaVu5k(>c;);w<Pc-#n{%FanFI<hhE2qe{m zuI&Y_7YA9E2|iO9TpEK~!0<JY3f_rD;IVtqnnLiPjY4V#B)ybWCTBy7m{ibJ>gk}J z!r;{Hn+P%J`n>BCu1~!_8DxRN>!um6`&&T10k;>x?UKr3cw$a3g&q}BP?QNC3Cygj zN-Tn$^pgxK=^zIbD?k>m7nc@88tI-Tso?(d(fN=F1f9DEvIBI<_z`d!rjS#aTL9Ud z7LZs{1kMm?nb2!$Kx3SFd5}?$`~uKsy<*4+Z*FET<j4huH=Ceq2tem5gWJUUkTK|- zOwg1e$g-ysyI!mS4`!wo<wClSY2Z``u6q@dtB!*2XetE_V1d*tfamVOp#ln4$YG73 zx(PIi1{N+z%*})xudk4r1Kr07T9yJn;KeN`zZ~4sEGPmkzt7Eu<VS^oqI}Q}4X_R1 zv1m~0R0wthS1PVK(1{DUCU7@EAtkd4GJyW3d(Nv3kdrz=3-&>4&%h=X=Ve0o;{~TC zfd)Du2MsHDRD#zdE0`D<7=RNTq(lOT(6dF5as+%U1mps{^is%~Sqd(RnUMA#=$ODF z@J)|k?Ya3WpwqHI?0nGlGqkJstQ&H8XF+~xVJYbBL2zvZT4Vt#;UQZMb4rtnptr@B z<>w?Pf;X%x_<4Z*|6%?Tu>Vt_*IWfbjta@m1RXX6IWyzwT<{`21<yS2EtLvRr8()4 zzL$baVo54^{`N&5sHXRX4CO$NLWQkx@XM@#G|WJ=wds%*tl)78aQOKpCTEm@SZ}6n zdEEqF!JZ6Sqys7HKu2Fg#w4;cE5Vsn0W{|Zi5t)+<us5dvPvPV3Y}8H!K>gD3eNwa zt3f~q!-AA3IDxM&KD;Uy+I$Z#IlKpYiJvE=Dfz5p+KUFrW%0qFxfIw4pD$?ew*VCI z3K^M)mnUUH`tTPPf(ER>8QKLh@((%%5M<YzX^>J0)IotP#&|Qe>(yq+Vlv3x0pOE~ z_JLP2g4*by^QkU2fE!3#!OcndotU8ZHaLQEQ}ZCbV#pmGuwG?WVs>WgQOI_S#JoI6 zJ(iLWnwJCT6mRgQ;@}dnC^fkxF)tmKiWE|F3sS2RAqU#IRzMb4fSmto1Ej-xcx7^a z9%PB+<HpI4n<j(&3hJ|i+*6dAnFJ}BuTQzY1RUJSskxw4){rK9YB6YA2;|ll(84lM z3}4uNu@AcJH@)caBFNr)(99X6yAqHA+F1ZHT*0*nvI#@sO*5oV5eDfNxkKCX{vIH= zoZE8_a?e;mVi9B#64bs+0<DvQmQslY&}MyN1!VL?!3Es&QOE|JDhD#-eBZgf;4G64 zngsw2H-P;DS)mAB{asvecqO<%ft-z+kqXVKPDRjbT%1A2YNkNfCW1%OGm9XdDfpp< z(1|Ta@WGuRixnJ`GC`sJY;GSob~5sd3o=0mQ9w5NmOxv;N%?u1C6J~vXa^khdPwN~ zpqnqi4o(ivfDFJY1VanEqSW-F)Dmz$0bggf1Dt*#4Hs|+=Vb$A*-1c1FgVClQp>>e zy$U{wkYx^~koi)DV$jeX$fb{)AS*N8%v<w%Lk~E0mE@<VL&v9c6G6xPq=Ql~tjiBc z<Y0?IO^?IdAX`O2xf|4N0hyVW3CX!Z?oJ?Aq~;Yv`tS<gj-Ws)FE57-(SVO=+6+oW zxuEl{iouZtxwau6oPr-WZHFvm25AFb0tkv!&<ReU^%;=1VPa7!Bs>~Gy97aIDWs)l zmVj?KP)N?mhqk+O5{uFy>tj+=p$B!9Cze3lLcy7N={b<7EiNri2HoeC1nG5UCPOQG z(5=Lvln&X<qfh{8F29`#o^y7ErUS?zKPa#iK!>bk!dAnAlUZ_p9(d&<^bj29{G8I< zq*8EG0Mru)xgHc)ptcHR?KSvF-Au?vuiR45DN)dM1i6{%pd-=1E%hAe8Nr}!B$@fp zwQugJx!@x6;jYz?c*;r4%Y$r01Pwpuf~LSBH8$w%?}|)tV<I^fvT@cgAH2^*p)4P= z`VhP-vk`hz2WaijVaQ<zpk*x34U`J$rO+Cq3fy&bhTe3O0-m-jfShLqZgnJQ=0NW7 z0C}|vRI`C%_TkQUaBJjo<BZ2m&5s+KK!S<Mm02KK!P(yjl&FfKQ#NmBPJJ^MQWTdZ z7G*+~dxCON9(X_ultL6zz?+<)=e;N-<>!L-l7oUGIVTZ(o;@g?gQp`QEz|rw$X#8I zzOLZ$fma)5zUkWfy1V0b_Y#mBk`J$ij{Sos)*Io6>p2Gd27wbTXauq#5qb!Aapqz0 z7M;Yrk_<=#Eg(M!GF<|iI|Un92^|G{wPE6$c@tjk*Z{T{G?E3{Zk(6|+35LX_q6A; zz|BVm$D+()$aylL2{X_DD5O(b2)>>Iv<(1Kk$QvniGdT`#oi0MFKoTA>ms-vrr?yC z2(D@%LZBoEc6oA9DY)GW3gS1LCxGHbAuq8EJn?h0<JK;acyR`#hm{Z68=DDQ=nT$u z3dQ-EIp8F$P>`7p8pZ+ztU_v8W=SIWq{PR~;4P2}usi(}ToQA@<2F`G;A{dK3eP#b zq69R+44&Us$cEfv_+V!n*eLLHG&nIUghCGedcAxCcysTw1>jY=hu1>Z$K<4D7MDWj zsXX#aLB}mZ3Io`6E1=1FNHOFX1SuSI6Cul6ON$EfVZ&s}$)%9&0Xg0`xTG`<+!%SW zY983Q63}jRa9n{8y4?*L1ii2i9BMxPVXk0?p{0cpSTX2yaY(Z-IT2C~Kr28$=tLc8 zTot-BAuk`aJs2`23fTq%3Qn+jL5Zcgka>x{7q)_TakqlzC%`Gaq$m+|$9oZEcUKzd zjx+GVFbejHpqP6$eE~Qvzz;!90Y`cfXrn_BbiyZ~v;?#n2`o_tng`B=&a7l4=A}R{ z;z~>bb(u4Z;qi21)lJALWuQf07a-F;L7C9AoUc#4KJhxp`X{@<*Qxu1i>e#TZ)^ey zI^{zeu%JsTi@_@&!H3p>vZn%g3?vPFR`atxkZobt=Ukt69qhOZdqBqvUu*=0ZEj*7 z?0{^?qU^-HV#vTnW?CAg7X~^8rLq_@`l8^H3OSodA?xsFaHyq&It`#{43JR@;TfsW z4UeFaD(If_<inf5>jM>>^OL|%1Kli;582~(ctshc_;gN8%FKh_F#}3NkZs@TrJySa z!AARlmUx3%$vLUeNJ<7>*$561g<xpL@-Kq8+ATl71hnc1tius>J~@~bm64j4&cwjL z@S+z~cqlmfMuNpl^U@&oB<NH!@a@T9mx3}CY(raSZf<^2Ng{Z)W+EtsLB^RuC*<Zq z>PXN@Ymnx9a7ij;7)`;g^zeLeK!FCH^Fafv;DlI|2|Z9GBQZG}Ha1ucTCoLb%M_=k zmllCdP0T4Ng0A%f9|Q}XwST>A4dmcE&_+7wGLdI%AveyJBqn7-CMI9)*zmf03FL6t zq<qk_RG3`_nV_T4!G3oN@^thAvl4SkpzU4ou<niv8^QS#bo3DDM0e1{9oY3@&}-He zZnod-03}3)D9A{s8)!Wjv;&b;1R6sGg>q_cCS>#{IU^Nx<Q}*<aw|$rNr8;XgLdgc zO+36L2hv<nc-zwewkx<0dd#jf^x`6reTn7SU<U_-jwAvb=bTuS1X=j`aMyb9+_#$# z$ZiEccYhFFka`qc7lL+6fX&S)%P#^IoTZ@C6jO6@GSfjz2|!8}UT>NTvP9t!_?C}M z=zXWx7hRtViOJNWBJlorusO+9m5|1?Bj~0UaPBHfO-}^fTL^YoVmhc?0lU^YF)szO zFfJF?AP4O^0iQZp3^FV!vk1C5w=^#kbZj=b?oh}rg_KF4`ElrcAm~yeNWGB-YNCOh z>lzdSqPDfX1{swHIv^FqS4agf?gR~RL$3{rgx(w);0T^`fDAl?^d#kHXG6vnL6aMh z$_TWkD>DyLT|!PAdff!sr&kHPLh;<Lb8F7+1sAKJmKkUjTOw$}6Pz(q^U}c;H>jKh z_lG<Z3ktwppvO%uj~f?1Zd?Wm8_14Qa6=#5x&bW+N`^E@F7|>N2^aQU1fNl$kegpz zSPGuSFG?(hgnU_kWh!_#hJv3Hc=L(En|Tx7bVE)L03H0D0x2fJcbh?$ZzkpyCxfT* zL8t109H5Y!SeywKQ3!Gk0ELDE$h+VuOaV2d!F_Or;>4Ux@DW<&rA6SKaG5#zkS?q* zczX{h{eY@TumNtazTj56f>UM^*lW-gt)P4awiC1p8XQUrZ)bof8$cr`puM5sWOT6! z+^UCME%S84#%D7iE6vl3Qu7iaN5UwirbEwKOv}tmg`Ue+kXn)my`dpH6_#EyDwDts zLj~}jw#+<8i?k#ov#2B$a(uV~XuCQj!38^pfXYZSL$LS3-EPRxYi=fFZHs3JWSewx zeiigCM$jpFE4RF9nFI1zQE7HbDP%?wG{ykh{tr477hHc{*mq(7#eUF86*!C%i=Zbz zIhQ6u4|xV183by8K<ayNMVyma1#NUEf{w`p4V;0U_Iks{H{A=s1{EbjFKC18l><3L zAs{gcdIV4&sB%e#E{_9sSHK|*n&>J@EvW=~);k!iB|ING!4(YIN}zCS<xNNz+XZq_ z^y9{PplnrImI_YsNU0UpNKVX4EXmIWhh)cV=ru%1iO}E&?brbAegs!9#Tki31yDx? zq(YCC0I%=f4i2lLRL~YFP+kH%HxtxzNi2c1PLmUJpoiuAC1!zKl%5Ka03Boj>Hh`i zB^D%SBtlw)A&|)u1;12i%gH4Xa=NA)XecWKY#(&&Wyb~Z>XyU1z+>o{Rj_VeaRKaP zX3%Lq;7qIlTC@h5VFU*rc##&UP*un(EiQp~+CXwoc29e;3Vi;BLViweBIN4Pw4D6> z6v!@Hh1A^qEXeX%kl~4-ecRwL0@a&|MUXb6Q(`e>R5dX@KOLL^Abb44%*5i#9LUCg zQ11nl5f#!hAq7NUW?mK~^@9dML4_MQJV8S%Md_K~wN{7sLm)_BVlH$@9^6a<AJVGe z4<7hEyaYNc06GjP84|EguHadDg{q^Fo6oZokM2nU$G(E2ZvZG}@{WLy5C9z^1x~7k zrJ3MXghDE)ZwpdUln<V<a|(72@&tvJLJsJnO^{3hq)(ohoKXyI-X<4;7XN~mj=k;z zAK|LtR+N|vj{MZ@?8AG&-G#&=@Kz~>f}`L&fWSAjLzebbrKYDtjY<I@cnv9mTp(w} zgPM(?Fv!d+1`ie|<wFlg%RRgp+#XQ~OD!sfw6Stai@}HOfj#Bx=mTl9r<CTDf>Tp| za&lrZctaH^fBAqLHsBF6NE|AZB|@q-@Wr{{hU(KL3&1t(qnWE92owTk&=moPx8<cm zb_-@F79E{`WFt7BKv%4T&+p7Ag$z5s-mvoZrm5ig1@-MyiXmgG3ZT`GkkdUvGK%u^ zppBF_Q$b5mz#b^chqiHxOOqhUEg-QJx^@**G(r#b0S#(FDkji~JE%_x?X(mh-Ud0A zBDp9PGP@p@lbDj3n+cAO=hIe$Qz>{;47j_cpri{5XoZ4eaAJYYEo7!ZHZdq99^M7H zIv(6ZO)N?QEine^c(ZfHYq0+=>;lh0ZUPA^L}iqM1dBn(J%gs;!Gh+dkg@gL(k#$X z4`8uG$c@4;r*8p;Zen^VILN_=_`$XqXJ%)E7n`NRmO(lv7C~3t<d;`M##D;(LAzv2 zAY(nC;R(=ggS-+*$>Wz;ke`#951!{%xG?1c_*TWY(?AQpVP{k%mF7YBocd-aXMj&B ze7=1aIE+B1<%8D(1bBkWfP%!F#H1of6SJfUv_B29k0>RzAT=)~H7^;`6n9Dl$$@<J zw6PuRD`@3W0-l=&HT_C5%2SIW(Fb1g37W-&bU>2xK_f%pvH-NO3)Dve+Z_a2k^wv2 zBDo0C#yq#{+(vMX4q6NXszs8asUx?v7+SnKCPC6;0ciC}DcC4y@a{}-D@ehyEETey zEu}OUw38tneAAdu5ZKwU%_!hJtx#N^m<!%60a}U#ITsXkQWIoEw;Xim5NP@gYFkl$ z3G~<sSMUfkc&;-a+{Xa9;le)9qQDD~;~Yv7vopaXRAH&mg(Q$8jiBcbfvz$I55amR zLW0FNG1)0UA2J~6lUW8zZm^ZP;O47>M=A7xZqT%F4&*SjXD#zzEQ4GL8Jt~N0G{+I zD9y`;>;?fh81tZgc*hjb!CRn2dSl~F$P!+!)KtiNs?@x~(!@OIU?gZU4!B7QS`z`D z8)yPKMgg?*<HBC(Ml#U)CeZ2EkQjTodm?0X6||`c)Z_tKqYwZMtD@B6<WlHpwxOkk zF(?fcLDqO?B|>7sD>WawlLU0W18A5NoNX1{TmryxmXw&B4LbT2Ji?L;?X!Sy$=H4l ze8QUo_(aRCV8x)tNyR1k$&dmt9CQi^B>r*}v+^NFsXcCPeB8VkoXC>%^9w**V_?^P zITa<QfQRWpCn`eL6BK2pLXOF}KJogz>yUYqE#Sz8+{?Qca_W|X8>HO^y2TYb5bm2= zlw1mpe$Xg%X<`Z_PeXcrh;8kD`9<Za&{}u;n%DCom+w>+<tJqxX$QB3k`s$k5W9`R z#j|q}Y#C*GesOUoc$Nq}^w4w>a_aM&Rgh`x;_}o2NY3!chhCiLSOPh~Lm{a&8#-y| zomdX4OS~gNX;~o{bl@^%*wH<)2$ILaJuguE5Ue7w6x7XywEo?|$K!*G`usA;hKA%L zkO5fGZkrrv`v^2;2T4qjgFPT?uyPJBDNTbk^c_o6iXazlDTJryL6UJnYR=)c$*@JK zpcU1L>5w(;rFo!z43GosKuIpIG8eKI9klN4VmEZ<a|vje17s`sswB{G6-ceCt1D!u zK6IM^$n6=2x28feTU91x;#UDYhz;%Axj_!#J-jh751jKAd_gzNf;77Nhq*#VSV7xL zK)Z~=Wi80-&<e*Z*dKgpWqwggUMX~aKj`RfNVQ*@mk#MkzG<EErUf#m4X%E6fz2rZ zZxaMr<ds;I3Mrn8OOtXl!6Rbew2%Wjc^u>~g|t#gIs#oRda)6d*%VwMXL95umga%3 zSOkluf%{zf;A`~2*#@*U2XqD`cp<@!<u}1vUp7K^niLe}LzjwxmU`!c(usvJI29D7 zg3sIoo9Pn@azR023ADxA2p;L!Z~;<@9^M97v+=fR3B*@LpzXq7LqPRTNj_xxlw%3# z<gZM~7-%r8i<Msti5bvQnBe-X0D8mSo4E~O=NFeIgC^La_W~tDF3HF*f~<SG*bLgB z1-i%*lx;z2K_NXgFF!dm1(J}8;kzIp1KJ9XnH7h@XI_I&nFcM3s)AKydFiRJ!^;wj zKqpv$qD7%9zqkZEoCCTd7i1SG_Q3WOgRV(Vg>2GL02NK(Wo!x-mY@)O+1LdNF@;p< zL7tG~GczF@lO8N>0EP1l@KXDvd`MR#CnpiSfX>m+8SL%UT+sHHWXJ&u3a-f+`Cwu2 zg{+|cwV=fDV*ku1JHbOqeyPy0qS8#ziS=No2j%C22N4vK6LTP)mUPh7Fp#!}Yehj$ zeo<->IF_I*ra+OG2s+RcTE4r0hOG0zWu`)6X>mGu{6N7q1u{?L4DBSQf--JiI%HfW z1k{!Q`#i`W(lvAfB|T7(JfFD_<Yt9}($o}4qa-D<vIKT2C+t!VkV=K%FpyIeTq`nQ z+W^x+TTZ}vGdaJss2Ea<gAS0&1kVnG{p*wnxyUHD6fz82oS2uM2q|d-GAfHf3uVAT zSO89*sn7&bQj}N%ZnouA=79%XGjnn>!7=`NC1PD3IL4EUDvL`Jp))B3`6=Koz{6dO z!Rzorm&if4$_Aw-=NF}b=R=>a1Ft<eGCwmn6Wn_P4KTq<stoAuB^ik+`Q>1byLf{= z{$^^=tIZ3*!B}1iIpCrwwXhT%9gx#YTtEvb!M=Gj9ch(pW?m{dkQ7oYQi~u3uS;oO zaw23Z99-vv4+B*2fF!mDOCZC0KACCYgy04_zZh(@Up~04q5wSt6>?GQg?$%Wz=0iD zdUyr6ngyNKRFYZ*s>s1^zu0nN!-ZYou1r!UXj&|@7*Y)#nV$(c1uO6HN>GLdD=A7% zO9gF3D1|hSp(DrOxmVCat0d4-xu8@7*`xus06gOW?j1av0bV?y5CrMKrl;mYQfNvh zB(EeLnVAB*+8i=^c)sBr_(Gjm`@kFBu1~!V&VLFImO%PF7dBqlePP1|@N_WfUe+9N z>ro*fv9uUkL?nWD`GAuGxY-Wh7m}Bg2x*8E<%7yNkb@sLH$R51GAM_H^@}F(MizyX zD#$3aXC62)fl2~LNFD<XTYxhpbk*AiuvO)twpV6eIykhGz~g0UIhl|`Q^6gY=AZ1E z3W~Ih{337~E>A3~0tJ?*Gq?f+2Q_#_$WG9nTyW}6&QFCmLqQIHzG30hY3snLAQ-gL z9J-Jbv~U>8OwI=#d<aUXPgl$UH(kIrQ4{2dQs@fbT+qq_uv1eii_=Q;!0Rx<7J>>- zSV0X|P?8V2S^<<9AS(j%!FxME;o;;5PGcoSrQkZNI0tr@PHG<X{sI4#N^t%<ybL_9 zsF0Qq>5zfXB?lP^@)Br~`NeKXAXcX59BEAfpA`;YNU-5zKiIzkklUR>0jQ9h4@oV_ zIf>=q`~_O{20F?Pk`0R!lfkzmLWf_{^NUNs3)Y=7A(uhHj{O1M`UP@=LRo$h<o@o* z&5)7Rq@2WDXq!1WH3RJW>r1Y$09g*Yg$%5z7__bz%mQ~o!L0Dq%pyp+mX=?Xng==9 z5VZdivOX5vx=AfADFT;e3I+M#SvVhmAFvNI5|dMla==XzP~#tRj9wb#?io;kLpHvi z+kFl^&ii!9@@LDyyIh|x1|RaK03J&QAH${K4k^~1a}ps|WtKpX^GZx9%Lg64l?U03 z@^%X37^~t^=%^`p0xuc59xgAjEECktfbQQ-1sytncqJ%pJ)Z@ccm+i|v_%B+aC%XG zX&$73<e8UJS`0dE7&06LI^Y}JeR$Ko7L?`{l8X+ngseS%Hg7s8?2<F`GD{%!V`*L@ z=p-YMC}=$(WUDmjoFZ^UDC9s_TND)KXJjUU4$1?Y=#g5K56y5v&{K*^lOc6$ac(|j zQYE`I57Kz7O3f_E1cw3Wd~R@dRPZT<oKOKeT@G>Q7}ymlsp&b85xg?c+$ZQvXt152 zYnoHRV`WvTkmEZ_A*bIdq~=0S@_Vv(!HZ?!#+<@y@J{E~T~ppH2cN+P&g;7_Kq}n) z;=`N4H%@>K6}ANDtP2w^Hh}X*Zem_?MlNJ}PQeMZ<Q{B!ZekuRC53x}XM~axAtV2p zd56I(5>j&@6Q0?rIglPAXv8tI0J^Ogv?u^_jz~&sMkRR87j&HC+&!<mrhw9$BY1Y@ zP0L2;cJ!c1XcbjZT2PP*ZE$V5*l@A=!sZJ*E`YBkQ79^fEKCKBUO?{x3CMwtEQ0O> znhU9!k{<2`?|V}SPE7|lC=V}(G#B7&Fu|2aQVw`*5_EbVI3z$vnIx8_ra&@%esbpF zl_iiAd89D|TwZ17Wuz8mmVlPUf@97pF)tmQ1XGJZXTg9AxdQNcaG<egXrUPlT6_f= z(FrYvoOG28nlb}tOK{f@I!xf5UzC~%o%jZgZa{nYpev-VPXUz<hZjP(=x0=>6eX7C zKt^EmOOr}cQ*t1^>VQm0onMfdoR<k1O-oA6IJ~V4x`^yz<Apt-<x^nGlZq0vGa-l9 zzT7<#WJ75Q<UnzSH!VBBOB_m*APxJ&d%$fMg<Q~8jF9td6hLPLfP$eEF{umM^9ad! z&s&#+47}ZQ6Ox&eG82oT*NGOFCV?(Ug!ZHJ5=+xFN+4a$WYBR|;AZ6G#_5k6A$#OK zK?`jm>korVQq!QxB%}zG)Ih~WY93@{r5rk03f+ecvOP5ya(NBt{wGMu2|6hedNg`L zenDvtxU2;2g#{=2%FNW96v+HtYF;|%s2#AdQ+{4vCZq*WTmV`e10Hia3_f2`A+;zU zG*}A?h?mVPo_4f>vzMQzvo}cS!j6mm7hA!mfL3inTVxk@fyO|=NeZ;1BnQ0D5n?as z67kGZ@D4Z7M%OaXg3&z4ibjQyMCg%r;7$EoL7s;l_3E6N2N~LU)-e%UBs|@@8WaW! zE}oEEJrj$IOTp93;KUA^P67>XLlQ!1a&{_o6gRmPIwTiZnwbh2@hi^E&CE#zU3CCX z;h^jOKzFNvj{E}q%oj8h0v=d@wi~i=vH-UK8Pq_BY$V7l&4rA#<mTr=b}N^HZdL*> za!<{xg5Hw_x@SHWe2@s(VJSI@C8_D)5pV@isR_BIQNhs_9Co?j1qTJ0smYMY3C_>S zhwWYoN=-?DE~hNYgq*0Fm;_k?<&{`fCBVSIppXjMl~I(Ro0y&lTKoqNm&`oy{tC#z zD5#SUSzD0~-f{|Z6KM4dXzdFq^cP$QPk4WrKMAb2I2AO51wEX}sVK8JDKQVy9(BwC zuiyYT-Jo}hC^+Wi<d=hDs4BH6A4G$05rMSRCP0@>K~k7YW-(|-G$=VKIOV`*FdYjD zz`YNJg2Rwyvfvw#8ZY*PqXaYw4oTb!?uq%J5)IU%gzT1txV0cZGba^#^%CSvw_<S0 zz1ecJ3(Sau9#QjbPUn*y4Il^R=VgMuQ<Rtv9$`>$2CdHl$tb+u4BiW(kd#xJ2d=Ud zN{b<#MDIj!3l4OO0>~K($)JNP6H79a!Cp<w1&tnqN=uM2MXAtplG5@^!SkzNhk)*# z1<8W8t$;mOlA2cvIg7BY6x<30ZH-RO1Z`Rc?Un+o0nJfC=4U|{Htc}Zb=mp3pn+?M z<5Ldrfixw(5_6#^zZ9i{R$fB;aG<%4)Ew|+HR$MiaHxUKs>y(Ej04@`R}7hJ1rOVT z_iTYxfexq0hu%l`aw_<2+sxEra2#KsdVL<)FZnsS;LHRbM%f2h5eJe`aD?nvzp?zr zW>69ffu5`cK6nf?0S>kSG-i{UngTf`BLK82A3UK1y&1?QzdR4LK@SuVpi?oEp^G7N zL31U^P`?%w<yWRALk5Nu^O7?m<ADmH8IY;J<V4u<TA=mw3m}X6eNq!4!%d(}aIyPh zJIDrwH*>eVnFBr~1$6Ru0XT^$lpKNVrYb0fuFeAuny03N1L4Bl3tK^L0QXRE{HEm> zfm8DN#&eLaS6Y5aKDceKps5K~@p|PF$YHgh!=rK_i)g(|AxAC0-vPdIxu67kAeKu$ zw2;lsEKY?S;+0rh3~r)7?V1k?z2uBi&<TLhk-DJF6zGs6Xr2Xm$)$ppmKG=qp00!J z#rDX}h3rE}PX+D&D9C`?n3z`y>AsXC=9Hy^dtC~}*{M13(lb3T5p*pIL{SdtszI=S zC%j$>xwj2^hUC@@n=kAGhiGwjCTzXYg*g}YU2Ft7TOlz8v{eS$xCWhZ56(};mARnf zv7m18$t;A-nUrKy7Ue@P$;r(uhU|+1T^<S!(2UX?$XHc`3z+X-S_~dUu1d{Jh79nP zWhQ~nHOq&tR8B2U&4p~U1K*<F2i6r>3O%#?@E+Jn2@1j4kYRtH$~?$I0ML9FxMWEz zDuJ|SLH9y}N>YWiqQiS&XMg6DLRPjv+0pxS>E358{m&X8ds*I0?Rhg5vNbo{6VfXT zigfe?=X*r&^J4Qwh?~3<Aq)Bxu1~oRSua_fn3f8;)zbr1DCCr8B|`S1fNIf;&CuGp zxCFGO9~{obsVU$CgTQ`tOfG>`%%ENyZ23oSVrCv_1P-FSARl~12DnN}0S){>R`Gyi zC$$26uoyJ0f!Dl&W7q|J{25qFK~X-aIRsid4K5KtXT*W7-^|ZT1y_y=prhPC>G1G2 z$TV&-=mrAF^o7FfwKKrx6{MCFL9eV&PR#*r#Q^Dex?>wSpgl_S(i4jyZ7k3(W#|HM z(3IB22FMwtNlDNnkBSekOfCiYg%0n5t_%U+_X<wENvWU{XdsPQ(D?zNAOdwc^TF2S zWv1pP=7EcQg*Q!*34nmaq7=w{W@>RUw2blfbOHMu+&D-Ctx<u@8$0G?LKbx-m*zkZ zEdj4o1l4>m7B74`cM;gH$vKI|kaKjw_jZD-o6IBgAx*?`(12kvIP42jK?gsTK!=%2 z;G1TPON#RIAgeHPkPqbz01cso$|V=b;G`31v<EsMTnve0P@pPgmVpcEw^PB#q$?Dq zW+Xz^45UJivM9<dgPw&@oCuz?0AFf1|8XODJTE_`v{;CNf#Gpu*UN=7z*5t}=N&_C z9ZM}PPOO9u%9fNCfi92%d)gzhst9_Ud|D!C+Z8xI6p|CmGNH4y1)%D=Jn`rrNUBWE z$Vr9nfKn(<%qa%@>F9jON(XRs6{jYGR^5W@;Z(>11K4s^&;f)HV^Y&gLEEc95v@>^ z2;F4>E*T)B$e{J&C8;?%;1JKr&r1jG&IdQ)LHE2vJNL!l#s;MCUX+@gSpYhe2;za_ zyvzbf3_aP|{j{?eWGiIh`>UPcs|OXzA)|0Uo_^ktb9>WrprfV=povdVTpZq*2)0rI zGzJN7<mDb-a(F)2(N3`aO`xGGP^}2D7rbZ~(pWXLG&cnW2<YGd(0z2E<OUw5+6oSN zaEECxIKd`@4y1zQZjiMKj;TeEDZ|a6xrYn;K$!`?LMt#6vLWv2vJS9j(8y*{KB!iL zWb4ZOoNTbQyCD;MAZryeK+Bs!W*6m`fh*FK)I7*M2dJ#Oum?I*3mLQ3)zt+VppceR z3cA+;WB_Q**~Lb1WcYxRVL^UA<e)@Q>lw7S5PH>RR5_%W&MD1>T+OZE?+!}(55Xg& z8TmQjy|o2J`DvLY;NDKKAJ`KGMfu?34z|xDH!~UBg;H?JhwSxqEXjeK@ug6j2U?5< zb|7e+4|aS(UM95YDmel<2QD)gWs(*&l@1OUg<w!;8*-`)qTd4A<^U>s!Ex)62t5PJ zJuwe_wtHnRcq54~WQOT!8+a3SS!PNiI7CuXi$UjTLaM%JT@B!r4_Zl@nO+KWo<}L9 zjiT_lsR<MyFTsbrUD$B34HUczpi39PtGhtE%^@QNkONs>ZH6qT3rj2l&;1`>2pOs< zE-flbP0RrYUJB@*V$i)C&~h*rvN5|fCnpth^2nQcpzR*7HZKqbbx*)cUbcb9Dw{9t zgbbd79RaF-An837RC9oXI5!n^atdV13vviGq+kUnVaSeSaI!kQ0^IgcsD!Kzda`%H zvl-xH7ZjW`pzBIfQj<y`gNvZ^;Xqji));Xt$w<uuSBII!nW;t4i*Jf5Ar(SNYBpq+ zA+QuQi2y1qU(RU&ySOB=2)h0~<M2vwSb)lnWYF0w&`FrI%!*WSGXc~#1E<Yg(7hfI zlhcY)AwxCA1(5BVZ<e>boz@BV8+dg9<hZ7b%@=loJeiYP0vQF#&jFo+3|5w$k(ycz z9%KjKC=EV{J})t|2yB%?Ip|7SaFPO5L7*}SblzVg=r#n9ftl&h$t@?)84)0lB}1FH zZ(8PnmkooO8<6AXE^LBa)&uf)KImX4a5e^A!3U0~;85hnYOoWeUTxp;YEv`VUeE%v z%p&L@Dd-4m(9OH4;6MkhuSq?;99)tsxEJNa*M#SRMi3!W!=RPq*^sH6^wjj!B<M*K zM<zbpwH(qiOwCKl$%G8$DZJ@j0rHIk^tN)J%o6ZY-t!ITz^lX(L1)uIqQJ2VQc5f2 zl;%M;)?`4taG;S!(3B{22WDPsUPdW67rxj&5$vPj#GEqF5G|M!0NOj93hg(6=HW7P zQq!S}%3k-+d@~htVHW7Dx^zgpLBTV(05W+ATHjO(scL;vA=Ukx=8o43!M8+QY`?G- zY(vW7&7cYbQq23Nre{E>>BBQ2+m1`}!5xT1P<sI6`O;$WsXz)P(80yTf&$RsJ1E{k z>zBc)0(6WGNUcH^WSw_PYBFRDL%}fzdULqK(+%L^@i#5td)S_Kw7r}#1Dw<g;CJUh zVlmv)$H&vr7n~e2L5rB6hkK-z=72WHgXS(kmMb_Wg14q96enhZM=>j)Bc11Fo!fX0 zycF*60&r$7O@>V1LoPE0o9mKU44Q!iyE!-#L}e92O4abhoSa0+!Y}CD3@D|#B<5wN zf@@BN?8Dn2O{%O!$bkc(lQ|&=8i4M*NC(ePDdd*srDsD|_$TJ%f^S#ZycO(U(4pyh zpwn@n>#E&A)69^GKgXP$Oz2L`$4%gSz;AZlgd7);Ra%w`K50rJC>3-vOfhJb6>MHw zX<iEG_zT#;iE~CG^gKaOdm7s3%}XpQ0v&D+F4I$!^NT@KNx9%&q+>CpOOp#4l?T_} z;2?5Dj6W%Orlf-RgemHPf=c1gUT{hR)iXKy(8CZ?Qb8wQf{Q4H#AHahQJMqtCMf(A z5_8fM!E+D=so*84;5$6Q(HN8uzJ>hdZ1Az{*~R(bvnoL6H-gu6DdeP<W`kXw13Jw$ z5p>QExVCz=eaGts?QfPhfKy;VVh*HZet1b4^puet=*b+OdC)@{f-)iV*b0tG;9Qbf zk^vb=ECyYd139q{?De8l5C`1jQz*zhG8631)KW+do|c#b9RbYEFM-T$J?#bGYjR=h zh3yx%ft?ea0UwtDpHG?$_Patpc!EhGA9NZM$WYK7OyJ-FZG)`<+wGPJIxQB`7kRT} z;+yG^rMQks`OuZ&;MIB?FM!uyUF-mdOfhKcI}fz985}QprJ$=mpqnd_^YaQzL02Jz z11%*Jw1y+I46@J`)ErDH$}a#r*(bjUTxKL@<|IP**19L=LQXsa6`-l0Rh%Hl=I7=Y zL3Sa5renYbqCz(GDEQ(`&_Ur~t3d6^V$h+q;QA#jH7_$6T+}OgLk9gWc3#*AYC*I@ zBG4nT7?OBEI}<?;n!D%q$}J#<LQW!N0O9beyyQ$sOBQrGW->U}EBJtW>d!Vp_E0+K zLmOP-9^h>KqGKL7Sc~#YL5+EEh5?@lQ4AWDhO`nuCkcb?E&xrmgPaSU2mvt_l8f?_ zAy;806+!M=cZ32^3?`;S&Yo28gAOyMr-JvmgKGs)BM34p3Z2DIh7Rf%BxZufs=zJ- z4Nv8zg3q5;aLzBv2TlAHK@O3=I1RFj>BU~iVHMY>T%Qb%aPR`}!)wzZE1naJiowM$ zcu*6v$gUW4s%T<fYCdEa^z$~zZV&Jc?=4^>F3blFoPY*W!M+4H6Tr7ofwsJrLfQwQ zs_VjTaGFZVEKV<l-ub5Bm0twu#g?Z+27+@z*Ox%1vx-xTN+JF5f}F(6;!Ma&h2$d0 zk*c5|Q%E|z6kLordV!)Bv}Xw%`U*wR+p82(iy&7Ff%|>nW2ix+xQCa3b%i>DgDo@< zbnq8Am=$ieKnuyB#H1w1Zu*?WMDR*Z1;{zEmC$1dZh&{ozHEfde<deEm%4?6TAg{| zyU;<$a)S;@1GzLYDG|~sD=sNY1fR1HKEgv+R|zCro|y(2R|n7PK$kfcl;%}J8X#_o z#Tl89DmuL=6S7BDAutG}Grt5niUb<Hy08tlvD`T)AG$CnxTGjE8&dpvq-H`|jnC)I ze?AK`(36u2@g(TP6_9!5sp*gq%t%ZEZxnpmIs0iR_;8B6#Ee{U(R~IoNLG-Onh4u@ zn-AY;t?+8=n%Di15y=#2;4360=B0xx2nBP<oM>@2WUwF9tA=h5@=XLST?VHR@G1=0 z*(157CD1{XJkX+?qC~JkuC4*#w3nM$l98GV8srAKUcomAd?;gLI`ong(0;<i0_ceA zxgF=Wf|7|sX<h-O7Y!N!0<Fyk55lCCLI+_=^2<}9yORovpvz<-H={#J>+7?xPrW_| zJc0yH`t29Cg7$uai>iYB%skLY0@#sGm5?k1I^ZS~wEhh``Bt1<lnC8inV3`xs@TBJ z@`W8&l9gJT2e~%71X4_Z?zPEF&V;Np_Ae^Q$WO@!A0ecWo0^lK0&xmx!)z1ikh=>z zz(G?`ln<I<DanT{m&q^4%+CbR4l7)22Cq(nl$K7Z(1z=q1ry&ag50f>Qkj=nTmo*x zD<o!>ra-y^pk?Bz;FPTZj-gaY?>e=#2vQn5r9u`KB_`#8E;`5o70DJx;GE_KPOJ)! z+2HmL=$uxN@ZnvM`2o<PWbhd@idvvrL7^OU+8a1)f>r^;8YAJLbzYEIPJ~Q<J%< z^T|vEANL3zO4tF44R8P?gU&BX&P;?Jln_t~9ajY($Ov|by`G*PSZQKuNq%lVXm>0) zCj84GVNz9EoR|*XiQ)lj8$l0%Pf0}|P)jP!NrGgY>vOKph9rfe{4&s;WRRM{H!~*@ z>_-bjkk_*zGx`dzCocvUnrZn(u<i!<lq<*qoKH7z11T;#(h62omI}%O;2<bZgxrw? zx-J^Dv;;a<9iHh1u6Y$+ZEJkB1H3Ej#>ShFs|Bx5xjqeK49MxFMUZ{1=|zbtrO-Kx zfTH}Q9N4n1H`5_jCg+2CX5c_^DuNtfp-_;Tm{$tfMv+-m0zTOhTF7q)b)mtELyGbt z$p>^~8KgPo3pytNoWDa3?<oQu1_V+G-T?zjDa#-?b6lTyeIZC(p#XOGs5kUfMsOjP zlv<PnY0+Gm3LnG=AF%`(*mNt(hm5Z)IF%Mb`e{kv>o-9O>&=3xZy?uv<)%VQos86? zeCQQ8x!~Q$;2BYnVg(=2J?<c<fcJocLOmx3Qkh)XaAD^K$cp)k4Hx?_Yyqo(u(RO- zcuWU$ClN?_W)b9sSx3mdW1ulTknp*^=eC0rcV23F5^N=TVs0j+8+Bv(&5j$8Dz+HZ zsfAR4pxrHLrI11kl&=d?lOdDHpffrkg*xc)b!Y(=micgZJ2-(mra;bO231OsT}Gfx z45{l&Q&J(jcR&}|Kz71G$~T3?;tWXf^J3M0P>KP~iNXdZiW5PJALI{E+Y_A76Elkn zazGm%K*0d+pMu8*@?octfM<P+Gof{PdVWeuVlJe%HMBH00$HFCoSadb0~sJF0Tt)q z@BuAo%r6Dcc0X7TX_J9A;es=4FnA+hW^oB5)I3T-yQn}$m1pLG*4BfZlAM}doSDZ5 z8sJIJ&x2hN2RY3&zX)>Da8Z5%#M7V>5gL)Xi7AjyheBFvQ4u5=JLhLW2Fw)#ilF6Q zSz<b5X#2uO&}oeqz(J(|J~t9l4uZN;d5P(ec5iVe_^1g;VVs@`I&=rpM-47XOv!|7 z6TYzT!p4i8V87?(mt?}`50i@$%VDS3DS*~y6@a?{Px~PUqhy!l9|c#?3X%Egkdhj7 zt8@xvJK@Dv@Z19=_<S;<i|~sQ%RnhRzbG*m(!>C*D9SH_6zDFVL9XBkE=h%Si~UL= zN7Fsu1aVve=umTL`!gxA2(+>VWSW9=em1x!D9?nPKB53w_)!A6EbQe>aCf}`v_=`S zL<Bra3Ymy3NG;C;4;CmmmnK0%tSB|Ps1&p;3>23y8)iOVu?}KOBIFSNBO8y*2OsqZ zk_R7l3$5KczyrA8la9cP38Cd1Wd8Re<mMjGVm{D`nBYz-xKKL0E2ktAcKc&mYGM&A zzoq7+B5n^YEryh@nIWJm8f3FVaCu^GCa45^1(}C=)3W6CD##&ZL7AWf@u2Hmz}Wy& zY$|{xN=ow}1(Xl?Qa4aR|DqqfIawhabhJ4rH7jI;)-Xf-1>Q#m8$1O~B7ierKw=Jf zsWLd=GgC4lOF(iHt02wkw4BmR=!X3O@Zbn^Y{|Q*7_x#6bjj+}WgyFQ62bQ`DS%Ei z1bZwuGqo79UoZk%2ZI_nkTK=rRLDH1f*Z6;?UD*wL<i~#fg{PKv;<Pa1b`04fvm++ zC@#%|L_DMq19pFEMRHClNE_J7yu>nSizgg(y*c!J)Z!e_jZENHPDW(`sF*GREieaX zlvGfs7;@az>jgW(Ldl6qps_n}__?QoECo3UymlRIC1e=+^-9R~#mS(iGI&YXqlRVn zU;~1aGm0`xzy*(jS1>4Q-#|{34F)ZLNQV?TPM|Is_{N{@kae3SiJ3Y1kl+sp35L%0 zrb5qrOiDZgxv;CaAhD!02eO_qxd?i904N0%LzaIPABHUc1`Sbwf&@H<3aJrOixMFj zG$kKe-KV4$LF!hg#Jp_q099sk26$lLX=}&xDUdr6LF1I*Xe>%BgPgbXvJrgR3aH}` zUACB(Qwj+~1y{(1udICdy#UD>iN(+*xIT$Rkc|ocWvNAwg*|yCMWC3^OD!$Rgx=}_ z8gK@$-2%D)Vl${c21;M~&=KX7{G!}U$lZFbp!NpnrXfgLDJZI{EJy^8=7aW{fDS_d zXH9TNYU@RCd$kmFaw0ftLD$Np<bxwDr!+mWC>1<=@_H#)%f)ucR1dfuD^3K5i9%9Q zBJ}FMuvBOX9|W3)2PF@MfPCnvL1rFg4SjiH9{7N(qEyHrZ*D%wuaF2fw1hO{o=;r` za!X?Ik&SuKR&sJiQ9ksD%#b3`e)vjo!c7J30f8Re1qv61U{KW!cAm2@WSOrYsQm>p zPT@_<g160c!5%3F9iW>D+1CeMMU|JC3`&!+_Fx4`&@-LDNjoRAurxCz6S{2BBR?M! zo6h-pdC;Wkm{SU#a8gJItwaM?!^NOd7VM_-%v9)Ea7l?pMXAs`TZ2;5p#zqnTSmcw z1zHmb)&Xi1LMjQ@qD=5`Txk*X^tqEW!QCna=Spyxfj4qP^rR*yL#By9Tl337&3cf3 zj)F%ilk$royDrL7VHY1e=OjV~F%;Yqt3W1X=B1=UPYwn(MnK6EJQ@R<_e(4S4SRy~ zf`X4TBo_wc7iELPDzz*%ucQ=O!W1Ny6s6`vrh_u`K${;jOCU!wrB;+=A}ywWv#9&c z)E3b35nWTj(F2;{gAAu6W<i<}*C$?|a2+gHoDbT(2DT04$jm%Qd8rTt?R)3umzHEe z)-w4emK@$w1ezfLH)%lSXKE3AGgMAyE_m1Y%iSwLe$G!Wh2}!=X(*e)Hh@mn0d>Ja z*-POZcns`yFDQa?KubMA426u$V(|3w<HiM#8@nGjffp|;fM$&#&8-yBQ5>Mq10DSa zUUAZNVH3zgg_5GftH6U4&!$2qee%=uGC?X8ia}%Ppy|^RaGPAg(9+xjoRZTa1OA}3 z&*oq=(o^$F!HeTFpm!C3j#fMjUT*bt9i%|a$xi~!eSjRB42p6PLjiPC1~@oD>qyGL zGg1Zy1_mI1`un(mjV?$nhF;a2l%H1$Tkw#W3)%1i8h0&&F17Z^FDiyOv^WuRUT8>S z4kTmbmgZ!nLhr_dpZ0dK|H59dD?IY^!6kr4DP(B!^)~QvR0<iDrH~OG1>e+E&{!b2 z5X#I2&DTO2U~e|;dovZXL^>?B2(oA!w2U5pS9eh==#(_bd^2bPH>CXyTA2d!V}1d+ zGH7_+4<4n-tbkryn39<YUR<6D+R6oTBIxQ2NVhXHFA+Rjs^Fdv-M*5Wnh0tM=fI|b zlJiT864OEBcwpz|W+sC+#)7O%gxsqIiW_iQRhAE0TbK$uqyijyVV<tw<W`mmy2TSZ z8dF@E3)-Uy*}>tO0$C;xYE3kQH+n$ID#)3&&}kX483mvtqH;4K`9D21AF`qf>>}s< zys}hCOEVpM(tUbPDR}HW6LkMEI6;6$7jHI$Q-E_uB6OEiKoRIVRdA0-ArhL=K$-Lc z<V={b9N1YL)3&@`u>%xv3Mu({;H_i|8KA~2$h=bU7IYBnabwrxMsUcNC+2{MCyO$R z!G)VbMq&|Uz|1=pI;`NClAi-vny?A9)EIOi2bhKoHI?M2fa^1bV$cC}&~@gZI}M5; z{daIvbuZ`~9dPI*mX>4|mt=y+Ki|w-`nnr@<YW+J7W=}Mi`}4XmYk7T3id;BY7XSQ zh>XKaKzpG;art1$esEx>R)G76Aob@P&us^XUE<;8M>azI;SmxN0Fui|Jqli_r%+rD zxso1iuv2OY<O-Bz(0THyMWCJ-IGKS;Nk~=-&ddeZx6Y8^jiS^7$XsP{A>?R{0?6n` zW?~LFNrBFhNzH&984Y$zQ7PyWJ+M>LQ&SR?Gr;kz5CR*G0*?!TN70^70WS&!-3J7< zD?d3K++Zt9g|6WTZ8FROm-(f6(2ji(==w3R3tz7U+X7lpS_<vW`IKg+L!uG1LLcm9 zuh8HSP=F}p<U`u1$@xVksTH6gEzbn+Fj2@!%m&ZfK;}}wio>9b0exXD+g#9`CZv_- zl9~hFv7q2mRGJLgw~~{YmI|Kl2aS_l>;Wwyxd2}Jl3A7s8ixV7Bryec2V){=Gcia= z!7Zm0QYm`pq-KJX?W>I&-b@9b#P?vw>IXZ(C#WcZZ<7GI>%qEx_MlKcyr(k1s5Dm? z)CC4r8=wnuKqod`Yy?>iZZV{QRxE<%+dx&Yoi11`IU_N*ATb>>xuTE_X{~}b_=D3x zND*x7giC61Y7t~?95mAe+K3Dp#&(0`C6E&`LDyzN$34M^_dqt&XXYiBf{QYRlGI$t zY<W&9{Ez|gx_9WxuHZ`WtjyykaPv<gEwLmY<i)B?=%x?QVajvCN0TeO=~w}>5_Dck zaz;M5QU&=KG&6Cr1)K<==bnL^uHben=+Xyp9}rR{gEr)Xwn{<9N)(C<5+VCkOLI!V z$tx){A3Q4lVp%uzSTN8k$|aCPL4r$*%AniseOz6@VFjv0Aq#qQ4zGe#1BrPh;Oinm z?g5Y1?z^xD9O{q*dorPYp0xb@97q@Y@RE`$P$L1d4imoq33NggByl7rgY!;lZc-wo zb6O4_UI2xXpMR(y*zlCYE6Y-I@}ZZSf;N<a*Xb&}*#V08*K0tf&*R2bkDDexZiJj7 znFv1}6KnuzB}_?TW*#I<K|<3FJdpw3;q$f)yewG(G!zdRk4nxjEr11M3GCF3l++~H zaQ@SMt>A&RWnfPf6eXsE>;WBBdSL^o%K&nhIphk5)Cy4B2pqL<W-NKV6LJhUWbwzv z#tZu{Kqirs6LXSFVVjf^lR!7LgN#%F&Dw(2UxS;YpylqMO#N&cIL{p2m6w^C1u`16 z_Aaj&Ji*}vsl;>gK_?1;<P;K%OERDvygf1xF9*48)o!rikdpy3p-qkA)XXYK`IvoV zBRHif<if9rDalMNf?h2JI>RU*)a=QJY*<t%f-IEv&df_ME`gi};_Bn$3Xbz2PzMW| zP|F~u8(Nw}?mNm%0<Q-Mfs~A(wUdxVVjA|4_1rgB-GtoB{kmz(>jg_diB2I2Jg*43 z5fHS@E)&!w&Vd|G0Xj?%RPce@J-*QXW>IP;_z;%E3-dC-Cis_><mW=hLKT8Qvm2na zrr-*_FR3UMlu)2`oe!ub3NFW=HS7i}3w8{KEV|kS?ttz9Ehhmlx!MHjj9#C5ebx09 zpaiLqnU@DT2m|8h?EIo^a7hMgsa|Zn*a+$$Uf6!I8`56Q&r3;#EIY|81Fs89gdE=w zs=+ED7J_bi+kLSa)Hei8lz~<tf)ig-Ddfz!r>&49lq(PKsY-z^6e}(*g6v2Ex&6lC zn{D7?B`Gm48<f71!SzsiY7TTFBQr4<(j!etEXq!WjzoJT=7HPM>Cn+R(5<(L;2=?O z$pSeb541}a9I(Y1;C)e`MhN(v4RDfGa7!%*DN_KgCIKr;gIuNsO2-P3kdyL@^OG|{ zO?hyl%qmR*ZP1494{^x{mt6{3kj1k(iRIuPfdc59SWt%utOayMAE?0x32Wz!d~p2; z+AI$#$UucYC<yXXpz|TVnJJ)yia=s{M>az8Jm?x6$Y8gEOD4GY@_b7x*m%$_1K=Cd z!13w~%7uBU;GtDe)dx*yw^rVUOf7<UOD85n2Kt?fK$k9p^?}EYieTe;p!Bo%VjI}} z+{Bzr@FF*mdla%WAxmf6^HV?<VS<8FA+0no8#2rQ%IQU!kb!mY!`q6Wt6~-2OxyE% zIVeoCp$Bzc*abT65UjhTs5BXz$I?@aQ%fL6IaZZI#_!y7K=%-U%L(7iyi(|aQ=lTN zBr_ef@D3b#d6}tI;Oq>(!xFUR6SNlxynY(A7ap7gz|#i`!I_Ye;jqjS&=4iqMfs4G z&;d@tV0*wTH@1R(4$f_${YBueSu&^%4XR=CAaNX=2-;qn0U6{iD9SHQfvf@q&AUT0 zu$N=7zaPkw#1crSs04KSG^BS}Tyl5`<Uo<4RM2jU#1hEZEa)K7)S^u2n1Z3DxiQ#} z0h!Rn8(yV3na~;Dg47hq`C{3bkhPiMEj*BuxxtAUJOY>kX*hruM<3n{i5keMG?3I6 zTmsqa_-rHOESER4w!H4239=J(_7!*ujzS5fr<n*HKgh`}gKYM?vHS+)8qs3V6*J)A zODZi&tb~lgrRL;7YQhj-aMB4#EC)xpXI=`V_2*iV44y)OtQG{f6`<#Yq?G1mgTn2_ z2Jjlk#OxC2+Kc4;yp&8(>_P`ygA;Q~!JU(%O{tI-aBn&xRo2C3$cYbND}(ZLQ^8~4 zX`pd$kjV;>{$QEpjEB3y2O3=1c(EDe%p};oy`V-6=yX=l)FoJHeo-Q1Ta&`uS&-Hc z=pdLxNPfso1RuKtGWu~7<aDIs{2Wjj016hb)MC)V9bjX8K*x51Y*HvGh14j;nc&4$ z3a){mU{5T~h8*Vjrh5+b+;oMb^GZR+C?uwUu2lnT4k-n9WECE)gJjc^)QXZMP<94e z;+C0K0$KP5>a9RKR>`o<J{hTyYbwFVhJs83wTD4Y4=D%VxvP+onv<HF2#t)iqEv7p z`>YS*>!i%$3`h&|#_}7Gk={2g3*I!(1=}0~IuH`%4~61~yCEkmC6(snWTvKos`eX@ z3zd^n^HS456A<7cKL9kOkY8Gy11Xg*_Finc*aA|0vlr}Z@RmeK>FJwa1g<YLvmo;! zp!Pd74JGFn736~!^+RrM%}Pv$<hcv`L7P0lZUYUjfJ;UN(8<e?^dIEu>;WzTFYE$O z=QMyz67Y-$=+O5D&|oLnmGJZCz!j6in^}+x&EIT<Oh}X;UXlS?nFO||xHKmRa?*W3 zW=TnLQfW~-q<RN$LCOR-v-d#Pd=?btL#nu-{9@>|At;A{wugfjP=GUXL1IyH4x|B` z37WwN#hF3|^d$d8@RB01kh5a|xWf#p$3as-pl$(ZEkD>%&N-Qoh3KGT86hivK&u!) zYn(s<@T_Cv(}s!A)hp-ro&)!u6iQ1nb27ojvqExyDfGgS0N7kfNl_|f-*OuCILB1b z`ULQViNc%i)u1HxV%<uR=?dWECNuNW!S1`T7wp1KpqK%*6~K<qfXx17<d;Ej4hb#+ zotzFGkk3857Ti5k@XE}Ej!op|=Oq?FHfSj%=Vybb?i6ytL!t`FIgp{;!@c0b8?-(@ zF*yUYEEN)&rA43)H|z#7&<zOr;O--6c`~R!o0*scu0Ryhiy#A0kXA(yWDLx)pa8T5 z1Qe{G<?daOJ7J0ruPiRj0T)MyS3)=N6@v<>R7fP|r+_X71G9@u^FYU!gZy2Vnw$-- zZgNUNm(W1Y4FD~mf$pFJcLSd82Ol4BcoFmnSa0|tBEgwO;FV?Ivs$Kuj8u5t1s>f{ zaD|-8S(*o3TMMq&!FdWa*mDDNVt7(&4rIn#AtSLEG6MtJE&{zG6|~+T)H;Inyg?^1 zf^0aq_8g><4q9+i0y?w{6c(VsODzHC$HdZ-jQpa^DsZU|(xKqv138`<JY<y(&Sl_T zN133@#X&_nD91kqZ!Eny?IQTTgHq6<Kal499Owc*Lj&+G7lqUc&}bJVT_)y~6hWfJ z8+36Ev}u-@mj*I00J0v~H!%;q5HSrpW}F1M%S$1@2;9hbhcx5dA*~b8>itCMRhwC* zkl|`@pk)?;cEo}UH@8&i#7zNcQ!rT8BN23&CCIrw(96mcK<7w-4>x_j6}%Q*!4Y&X zBPa!cn;Dxg?308HAb@US0=3ye7qWo2;cNh9TaZ}_Rf$>P<dIrfnh8Fn0BnD9X%XZW zYw+zuJ>WzRN?v8)D=Z+b9MCBgnb1}DpyZMYJ8c=XgBWBA=mHeTl!bd@QF10YC^VIz zo+(O#bjU$-pwP3-p6qJ_J1MmY+*f_J6P&Y4^U6WX`ypdHNvS!Bkd1<%Lx>;;52ofO zfl7jud`OA=X678oMp!3MTN-k*RZ?O}31}i7Wc-b_H^6r@XXj^wyaig{2<}(xhF)l0 zkdp{Gz#4SBC+M6ou!GZ!N(-Q))&)7G>6wr{pE;n0H*`F32YBDn){9Nx;4IFsf-FG- z1w?*MW-=t@7nG(Z<v=<bMXBJ6zCcbYI=loj#NeA>1fB%}r}mu8JZSST33NYF1|&I# zfHoX}qF5m{4^(wR7Vx-$E@yx&7X$5azW}*cDYYacFEcr_1X87xL$62xo%WVmR1D5X z;DZ>!EgtAZu|g2&jxUg-LB~QtYD`df?IL6eW^rX6v}u%*pI2G}Hlv^@AAAB;W(n-P zCI4K=5gFkb&`lJjnUIUbKtonwzkx0tgoMbO1r4uuK;~gz&zSgX!%T3bLr$`SUOSka zS_JJqXXR&u^O>h3WN-v@K|OeS7(7%7E)nwcK!=Y(2DhCu62ZgZ3c7aS5c35cy97C! zUjejo6m(^5Dr}*%LRuo^j<tf!ygW!<p^)m72sR0HDl()s{bt^RS34)XUJki~DIzm5 zKNnm&DuC|}0i{EQJjhyVLrXJL5I-XyQeoxgLk4hzVaGRu^C;+QlI@T?k`zK9=bNP` zLZ*gOGLxZQS?GosC&&Stpd$zK!PS65L1GrzW3M-Fc{3e)X+uc{$hDBY1VO2ZInX)9 z%#_1Rz{}YDAY&xpWx(L`rxg`7!C?+r9-Ru=Fb_Ju0W{PIU#bP3T7z8W`DPhp+i`Je zP8#&|+T_F{=z4Nc@&xUw2D>X9bm|>6zzZ_+OCWo~Q;Q%u6||rPoLQ2K@{5Z>y$g^# zo^?!oK7Z-U#>rq4KxZ=LLc76!saYTe3dO02+^moZn@9&WPC;1}v~Tk87RW(HpqtQ= zGa-%6;N*<_oWvqXs!Pew&xMxNo<YH&JXoHe0U7iKU5^1-g7Lbe<<*7;keLbvpq3wa z^42K?RB9+V=jVaST2Si->`tfBw6w$=@F@}spoPMq2^>g<O;1gNp1$s$1Ddl2D=)|d zO}0YH(bPQf03X<%qSX8X$kqkWx)_kV6iQMdZPVgX$ZDK4=-Qs^Q?4(E<fTm5ZJ}AE zc_omrN-QqP2WQUQOwcll)S}{&{Cr3qTU43}S>*)YBb=EAndJtzNcUaX0@@!2%KZwU zLq5Ph&CJOG9VC@l0zLHybec2xI2W*k6O%#9y1`7x(!7#P$nH9@X*)nGv!K@+`FMsw zRwfmtW`hF&bc{r10k~!Qv}425T~onEI3*S(WkNcz!Fh?0Hh4)X<g_-g)HLvUNZ>i1 zE>Pt=6?`RRm_PLVHc)6K=fiH#1l<=8IWytSf;q22a{0xOu*uDbp4^z7TA7z$0*PzT zIdhP+P=W(o9l__)D1ZujNJ>pEEdnpQQiv>tY>-e00riw1jkW+tk~+8Ne8ai@kn{}d z%NLbE$GMAAK^G{1{g;%O0^8znZvQ#RExkps7I$J*6?ne%X4lO|uxjv_BxH4D=Hca# zK2c^)DrDbAX+d#GQEDQ1ql`jQDdd<%g#zf+b)Y%##gGfp6LUaE8bGSg642gR$Z~e@ zT90DT94I)tLH$xtAeH8oR)Gssa1?@0blwNuwC0l!I<5^=qCHp&IdurMwI~_V4Gb<x zOoSZU`EphlI1Gxx^N5+yf;%k{dOV<eYJO2V>=@4c<iyN8NQyyphat=56?_tlz(u`+ zj|<37g>>+_pI(p=R)w6yOTo^5J#hl~_H2cc$^vMa?Ua}Y?)Sc)3~dJ#Czj<yj;>XR z%FhKiYrw~zr$V-66r_Tt`$4BegOhtoW?I_em7o&<AdR*+-8(?`zvzVA;0#)+kOOix zc%1e5GRRRf7iNLZegnJc`kd?F^Ia2jGLO#Ag;b#6%Y7gn`LfialuYRDBgLg@nc&rs zkOsUj=uAz>z&q$@Tgb|d%)G=LNcsXdsli7NUf6K44|J0UI3s~BV@-if11tFFKoT=( zu_fg0-sGyvBkiDq;KIHO+d<9l3)?`YIw*M+mw-;2fVe8LG$peH(jHR?PR@r+-6m&b zLPrdPL02-SgY#u+T3QY?psP|dAgvZhXp0tPssd=C5p?O4p{2PQC`~DN<U@Rz1X=-B z1nKyIhCLHOH&%dk735^X4%$i01)t{x3Uq~t0FWP{lP%z5bba%o6U;uTWtm{Dj-cUV za7hYYsh<K_hNJ+xmol#eEUo~apn<sh&9p6VAZGz3CFX#(&p`qgbTP)o4oJc+P0CFy z%FF|oy1}48f|RnLi>SaBmVpLdAmLV$37&cec``Y_1X3rbC4z^BK^LS#3XkB#Bygew zoe{d>Vmr8l2;R56>tgeT{oooc33QA?6|{hLDgq@0*p`9|6X7$Rx%sfUEU3S75=%gf zO+iM0&a~P-|H)p+B?rm*p!A#qz1O5D6;xH_C4;*Pm3fdO&k8bAi$G_=gFWY+mk(KA zp%4Wbx>2|=^#b@BuveSbfK)u)(EoHl<dU4yJkVkske3y_AZy|CQ}V%m$mjbffr@2w z6L3Zd&V&v*CW4l1ra~_+tjsNdRLvztnK}9Cka67{Py@dRG7=pHTHOR5JqPugK>-e3 zM+IUk1mu?_LeAq!&(BSTu7wBB7(@F@&Y%kz!1iaQLhi9iN=?my6rv^Nutj}2iOJwa zg3ne!nzf*=H6-g4fi9khxG)WL@FrvzC}{I@dMae%B^7k7OkrtaHgrd>V+!a(5>R-6 zx|(3CZ!Esq0g4obj8srcN{6I)(C)~*6llC=78PgaWrA1tDI_HpgNGxNv%p=XIgoL% zqRg}$s1=|UmC&_MZuv#&&_cBUw3HH(n&yF~VnC<UgR+Z4L25~631l6(LIz~(Nl|KE zemQJKlV=`e?bMsad)~C{cr$AX*pSrRf{ess&_xiS2!A<!-OELgb5q{T>v*#mlCD6F z#yOyoB~b2s+|&k&?xW!2Wz#buCk47BmO;)DOs&XB1YOhu87@281RZiOP6qAz0fpAN zJ?FsZ1|(M|=YZojv9tslI0^-cMaii-V9$VVR4Ibq8sG$4)eR2Vi;bWQfG_L-=h)N= z@B!M;d8=UXu4RyknZ=+<&17hG20G0Ryv7}}Mjy295mMEp7bO;emkG^zy>bi0z`W#~ ze9*}ZAX5~)@-q^lA(og{0y@SJ($NJK`4={VBfRwJ9&kTFp*Rt;_RHAJ0OUsnU+6Ba zlEh?4+Yr?5DJaQ@9x7G<8ajdO=~wW`&w?buo9#E-Zh)sVY?YM3Vc>{#b8v2HG3fd( zu<1ql;2Cy>!{AHPL9>!YpcW?BNy#~hkY-*;QEFl_blV6h@Ik2ttRk@hdLA!m<wG8% zfsmG8l$4nQw$vjr7c{U4VuQ{qzOWB^jyZI9N@h+9WTi;~cm)Y~AO_Ol&CO4TZhJ`v z&4T2Eoa$NxSsJ6@l#>ZrocW@o9hA<V?%eWxRtq@P!TYhxQXy9%z1gt<l*XQSYy;QI z;F+I-BG4VjV7Dg~LGyb+abga{pOEYYX(PYsTmz0e*P^t<49IM5Kx!gnlu7~A{)5!* z{?N6Epi736God*Q)MbGkP7|I9ZsL_DgU_f@D9TR)t?mbld4@qwS}6vNn1Z~RSd;@< z8&wQiQIiPEfFaHxf4uDncX10#GmA4}(@cq=Mn*<zF?1WljtjdkfX^#@z8XBitx!?~ z-MRU6_bynX-*I90#U4<&DI}$)LQm1Vu>S(+cogt86^|QdK5m@yxDm2~tvDaD0z@I@ z@CtA}mz$ZFo{<O{;?9Py0nE=Y0Lv+ql!F#jfn57^LpvyEpNE_?5S)=;nv()PqP4UP zTKndtLJrGJF3JQS_Y5iFQY%x7!N+ui!b8Em6mlqG0BBcU4%i39r3Iy_#gKI%3ea|1 zQDP2c#>*GHOcxpp#id1Qu%o0d%m=ps!1e$2dDo|cGjuMfk}L*IJ3&|J7ndfL79~L{ zeDJQ867byF#pa8kZ3P=ZftCSYvkCH{f=47c9o^V`dlH!M3z<Z6h4e9=_OE}|G8-)6 z0ltMa5p+2+I7z)(-uPw#_#jY);!;SSPDw4u$p;;k05&qaG!NXZDFKZQK^Fg{g0BAt zIpEE_rElg!=QQT_yy=Fn6fQ_j2A!q_3N=MNJw1?0P<;-)(<&!3JrCUWQpnEFgUn1P zrlb}^rfl9cH@<D20}fo!v|Dj8q?w}-kPo@*Fgp`^68q~-Ew8}=2O2sBUn`RdUFZ+W z{?MBdLC36s%>qrCz}NPt=O;pLv%atyG_4A9rb0m?#D4H_5oAo<GdB_JU62L&;2K;Z zwG1-r=nFd7DlZ+<g;B_ZE}k#X$j^Zke&AJbppr%*Kd(HoC<T%rT~Z73Ga<~k6X(30 z0ZG)sjzPiT3JcVFDK5#*gmyu|t$6UF-cs;I!k|_!XvDZ6u>{;OEU5$!3WE=N15f0G z28BT}25P=Q!q*MdQvk(!YIZ&-1N4KlS~+;i3>+*Wph5(C9IS%3KiI`dso-lUz=@*} zl)53MU|D7v^tw>c7E{n_2asI~#fj;Op!fwX+k?hTdTIu^OZTjy@8zyN&sHo3yAym; z(q`z!$n9Xg>6s}Ice;bdOTeb2B<7@Mfmz9*)d8TWdANHf<o2I}qSUNX&>#}nX_<M& znd#tF<Cz(-p@0I|9ZV^QH|M25qACD17!Il<z#c9DjZ#8Os8Ucv8{EddvGc|%kc;y3 z@}NBg&_K)K<=~=TA?+|^O2z|Jk`_Z(MLDPD6+_SF0H5azQJRto?I305WTt}em{I^8 zc$#;3C8Wa;lnUCa44!%M^Mni__?Ci)(K1sGuLO^)J>1=!366)%!^=U-%R%ur4>E`d zIyW{CcBfq~D6N4*!Yv1sSHVp898g0U%nSexnLw%vN6;mRAn!k2x)-!cZ0TN5n(*`Y z1K9%_MhDe};6P8z$vM0h6zKW6iQr5RIta4A1)R^46G5jOrxqPvTMSugmy!zJ*9vJ6 zU7Q9P^h?Z3hLn<?pj%>dK{hBPB^IS8W<r|7Nu{7Iec<}h4|GCeVh(f~6MX3<By)s- zu5O3SxCMZZuY@kr1?_oB&Me4;Sl|m@W(JBjg>q;&SRpUJxCDClRZ3<~YHluMRxz_E zJvA?-JTVWPUO<b&O+dk+0J>Z-{qS1I03vwcya8N07lSUmhpfH>hoxglMh@g0Lxn@T zb--3ursjdyr6>faLKYk=l%?k7LuLn360<Y26T!+}_xFIuY7`E4Lgt^-pc@E$^TGR< zm+ggI_YDsHqSV|(NQ{NR?|TIel|xTx1Ko2E&Wq2cY<oVZ8x)7x(B4hPv4!9{X9ceS zkV%i5H$QHI4BZr^f={D@EX-4QGj|7gE&+7P7VLyj(8-(WMTy|CC<U+l;=?P!rBP01 zS!xbAYk^EuNXmpBoeio6zzWLpi;6*~z@>s~QUymxM{ukrf{y$HZ3O@&+(<`o_!SrA zq~<~TEU6XAiIAnj;67q8_|%|E$njj|knv*QL}-sLClRy)8C;o`q~>RXuUrKu#mu}C z(2z!PaU%Rcklb9*a&E}}w6w%r#Ps-u8K5#A><nM<?ag3U7U!2jt~Ue6cS<U}00ns# zd_7S<c!d`@QGoBghRwZ#O$q>SxdN$80VNek=1#6UGPAe@T+l+Vt9#Q58CU`xtp`2d zFQllnxFi*v(;HqdgS6@jz{8v%(=y9IqxaynSq56+o(ZY+6kc~t06P@iaf0mM2Pd!O z%v5l)O3s9~Pzy>yM>d0U9cWktw3G*wOoB7Ps!~%RE2E#z1oy~5OER5ZgFuQEia}%7 zkhZ3~E97D|&|y3!rHMt5@l;S{oCCgC3o>1$Pz)MY0lO4DvbGhn_6^iLg-l0-CfXVo zK5l}X*!8+;#+w<C@w<Zj<f<dB;Br^NHx;~pK06UIzp{A?^a7N`Y{)eOpi^x@#gW3{ z7D&c$1s$adj)KITocuh<TG`yhO3=k9nb0A*;L>8yvOkd9KsVEYuO9<(6pEoo;($}Y zE67nhiy>=FOY>55L5&{BLRW>fqSWFH$Ta~9*XLbd1PVk27s$%Ul0?W!vS4@Rr$gEb zZ?<%R$L$_Bbv$kYZ+ub6$xj1&GO-AHrjui45jYwYT%eoIpeJSQy|51)2cYFB&=c+z zoP!)e=|Lf*q@)0x=M|DO@}Z|^r017IruOslVY_InAX_dni%arhgZ{}ykopg_At5&j z+AdK@E=>gI!#7Q9UTpv$@LZe$y=Ef`G<*d1RAM@~*`W|nlnEL60?mOyI#J=Npkpq; zqa&FGkPdBrQgL!AbQ2qRWCWBl^Gnk+z>}Vu)*!Be3-r>>Cp#LR&)x!Q%7Bg+Ps;>d z9+3|jcgxHx$;^c<wks_FEz$=^wQpuo5p*!GJTV<IVp@?284XcL&dCQaiU+m&AP3Gs z4v$YPNrjw`e|Q(PB~X%Inw$YT-VPkHMfv%VJF_lqxY%(4+?!DV?@E9SmVnNADTWSs zhvtEf^8>|EYF=?BXn_+rm<)}KL1GF8pmGW}i&&bR4H+d%Ey;y+e?jYiAjc6Ufm)$p ztx1sH<C7iTPy2R*4FT;!$b_Cul$Z-TDIgy*B@5cd0iARRPlX=7<qO;U@wRIR<a$d` z(;%k|>WIAb!wVqY_n=J3^`oF<+1U2DaWyzHoQp~!i#I?kH$caEXBLACB!yJyofM#> zoKivO<AEKUUk>h-zib5eV4qEaOk<angZ78yK`uZ6#XG2P44PB{XEkTg(t;w$8TJ{K zB^lsiUg0q0{D(K)(4(EfH$Z}0L#5E|!o{Vzkgiv7er{?xXifr@^&U4v4*JbbgicN- zW)?w5M;!fJf?UHviWFW!R^*j|Z-xiE0<^+CDL)0Wmo71>I6tQpzN7`Tjwls0!~p4G z1(qIOnUo6NxKvz{m;zqM9-NU_3Q3uueF&hd55U0}o(f&W=9&iDt^m=Wkyr(4=Ys<* zFBQ_gPR=h%tUA0IQZqjU-xI753_fym%1Us;elvaTn{LQP>*W00G)SB|=chn+^B1J% z6({DUKw3NLiFw7@kcNsQczO|(h!1ZA-Ng=aRAN#kbfHUmYDzjJ;bkZ0z>efE&P<1# zPy)IF6jGkJ7v&#@Y`B4}S%Rh=&^|8kTq~rdez6Z^j{<0GGkAo!2z2sqW?~LF2g7I5 zK)b~t0bZN~-hT>ml9P|CYXDgE!WPi6Ocx<n{+56a$Aqk60B!e7PAmrZ0je^O%*=)a z8|X+L_!5~!&~zL)RD)ncPsOE>7DsR*WYud)2IwkyusgjygPg!eWECYs8qpc0xrurC zkZJ;S{d8__YF<h)c-IAZlr6s~B{MIvC^H9A%YjxAfmV@$QVFR2;tjs8IKLnjGO&4l z;&n*G<)oHmKs)xX#U+Wk`H(~lTA2x6-w*P?LU3w6co;Mlnuzk#(uy<kiy)Dc4(?@v z)K#V?LPyVnGjl+egM9*S9E1E_T2KmUwU!iBK^EiX<)^1YTHqOwAuVVz6#zOg51f$? zugrtYjT%~-8-fg}%z>QZpIwv*(fOu%?yC)rZ{~vUwS7Ko9XOtH^FjWGp2D13TmtR) zq=0t*=R%8~^i1fnn4p7IA=~s5%Q7LuPf_`hv<kkK1-wZn<M5I^@QQ_}{Yyda$Vi0N zVNRLFkiJ1tYDq?B9%K&H7j)}n4&=Ob(BYh*Td^Vi>74v>NMAd%0y2%HP*Mgta4Q=! z>z$ceR0VD!9p09fmYP=r+NJ{b6X?|ZoWxA<5K(bH<c!#yd`LZ<lMk73Ny-H6Sp&sI zQGQMi#1F-(MY)jSRE5-H==tiPHIk_%ko=xrba-J}W-_E}yB~ZC;|5Tt_`)V|&IaxL zuL5_BlQZ&Dsv!0hq~?@CZ*u{4R1$O2Ga<c%q@q;lwNn}SMJ36lP&*t`QgaV4gcQ}_ zwhL%_4YI%EY3s_T4c#CoD<tJ7L&}9`9TT6;SP!xuH26{iiN~k27d+Xq3tYt%gH~Nb zCp8z(2B$Kw{JcbP`&t2VU}G{kFM^7H$UQSDpgj{Mso=u}v@}66c(f@A+{I0UoCF54 zO~E}AG!z1M%<JXQqCKOuxCGL8EiHkb+<39+V*drmQGz~)w}DHc>npF%ygnDCGcm6c zvNW-zGzof0LrG=|WI83S2)qae?1}P>%;IdwdVPhA(%ek&w57s1$N>XIpmY7f9s|#K zffGOybo~U_rOu!(Jh;M1&Va10E=hzPf$Lh7o(jH5*)0gH_RWH+ueX8kRZ<Af&q>Kl zEdm#Msd+iz%|>~kyaH}XrdEKeKG=FAzx)#Dm||)Xbm2>IX<i=0Cpn;VzEdH2(<QMA zym_(+cJ?A@%j$$?aNi2t?dZ6$^}<fDQ%W*(lc4>F+{C=R)FMcM=9F0k9RLNp1GM}K z)TIU&Fre+MsnEqCpc6(R*+(HL6SA1cJ3kk^=`FuJ4-&g?z~^FTres3z+JPiJP|PUY z?6|QCoVP%WI1`cXtw{$hamfRZd{m|8KyHZuU7wPZ3OT~z>5gV_oCScc&&UTa0s^0Y z2ic?sUM{p997o^<Sq&GPz^WbdO3GpPIRvC-RzXWQ(BTouV7nB`k3tTSNh`_(H~l~- z2SS?R*@-!jR&QEnPHt{uHZ&z=mli=<b(wi(i8+uo^K>KlnBv5u)EvmADMy;~!1W2} ze)znSe6Wwfr%r;#)u0DTfTp@ZCyqjzc!_C{EszRnrBzjs%G*5?vT*Y7X2|54YefmD zSD#W^ln5>=K<mWvib1zeg6d3gT!V&*A(MZgl>2t-mNzZn33mne#JrRY@CKsC&2vF5 zoacMN)8z_9sik?a-FaDw*_lUYgL0-qR4I5llYgkY2PoC#WTt^uLx40YJOFQ`f4Fn@ z!<~yk^;#-qqe8fUILJ<g;Ec>NaA5^XHAUe3tx%qslL8%@DFL+_z}*Ig+|=|$@OGLv zo4{9GD&&DKN(38{o?4U&uJ0Z<Lwdcw;7KpATpp;U1#;w#bvM9=D=4I;g4aJhZEFPu z0_eIu&?yvYrI0>FIH;YG16fHC06kX*etep{e~=5vtjx+(NIL?&IC=|o@(i?byEHii zx)=ho9<aD1zX&{VaA7`Z#thUgzOWA>04lnntE<5-Ey}2bo|zE_t^vRe!GfH`67X5$ zFV;ai3P&~^oew?0$RiP)1{E&MxUdHt#UR%pHidy=LIJe3JRefddgi5N=0R65mghsR zn#oLpEEr8I$plxH3b!ElXT6=V^G)|0a30K0Plq&)K<kV1i!&h}2lu>pT-Xf?LIu#2 zKX@7*dSQ9S;VqC6DsNXm@JOEmxTz0WAD)<8QVK4C6+kn25T}90KtP9@fm6P7KB)7T z0Sa_bxIAuL{kRc)l;*{@i_<QGFW6Hk03A;S4o1kSR*(@hQ2KfXo=^bYC=b%CP+Xb> zY2PP;?q>m|$ih-^&6ik|2t7mIxwHtH@ZL=Adff#%7G~>(-OwvO(n^aV&P~eChn^{t zlV1)QF3bS+HNbON3ceoTpm517&P%NX9pwv3C!kq!aLEE*H&6;0tVx1wG6%Wk#h$64 zFb0j;gEIkWqht=GyBh$yrz0Dj20+(#LeB00UA>c*m<(B{>Im9D1<rR0j=qrdAe@UT z3&1^ph1V+~$8@-*=43+e$Z_^}0@<0G1KDa^oSKuC37Ifc2nKamKrTtnC@rZ1d*s66 z3%kJS2^`?*sl|!8;9*&Xw4D58aAwO&1UF4V=aNFYD&<9)dD%HoBa2cKp%V@Ti8)#M zkh7Lka|=MtDR}(_8q3N{Nrg<X7ZgCkATKoqa+MNjQ|rZUa0OG6nVXshDjva!+BpL> zdkv0X_~5lddLp<C1s!UT4cUO9aCi$O$tidwLUu*IoCP@~%sUY}RGSD|gap|GRsdQ% z4{l*)=7K72=o)CyT5(WRUf2k^xui4+;<(J5%u2{XW(uHQKrtlPvx^`-KIq!4{Bm%A z;rfE>Q$V4skYALX0rn4QHA6{KYGMhvKL9Q&KzRT%^$YSNXlgGH5-tkfkZmu?iA5#( z`Op&=KzAsCO#)R|8KCnmz||S#{3XZ^o&xYJfMafI5q$Vop&%2s5W+V<57wAT0v%xr zvQ!}?6?8iSIA8-3Ghw%;m*#=4tb>#_Nr{<|7PEh1HYk;YQdAkFV{vpo=&WyW*;<(b z84gWOEG`8Nvx8LSr$B~wlJirbt8@IoSJlHhieaF0BEen)&6I#!6X2{90J+5i#J&L9 z=hJwx37kMvQp*xS%|+<ASpaBy1#*NOXu%S+{d0I)CA2A+TUrGw9s<Cd$-rlKLvnRa zVr~JXoeR3%9kg^S6S}t&bewZiK4iWSw7LossxFb>kOD6ugKU~AC@lglC<QrC0W|oK zp9krayxI&tvI>-4zyhf$(0j?jn;$dFAl(O0-32blQZkD{14-ajF5tuxTne4ldNX|k zc!W<OBR?$-+)P$TNiE3-pUd!e3V32op(wQ^6EaTux^eDn@C3F(L26NYX&&^DZYO_m z@AUbmePF{2QXxlwJe#}p$u96-fsDf|!6jKnejeC8$%!S2pu1}j7f+Q!59I}|xqx(4 zKyx%*6Tr&fG_83(ujlpTC2!_JR(|Ay)-mVgLuaZy5{q&mZRbQ#VuJXhB=g}e$bDrc zCE!he3Z948g8NIAInaT*;*8P~(7+ie1?j1)gVRT1L4HntdS)tQ-90GCOF<`pgBnX< zr+^k(U)Thi^@EHdJZ@}y+zcKAdDOB9l(-MCElY)T921jEAq#lGJ4it*jlnH#(4bOL zBB;p)J#tvV(Z$gh<OXMdUr_it6;&oe3O!%Y>gCi@$edAP3TX8iWLoONiVG7!1&2a# zGI%$^;U(ZnKal;Pal2A*&G%$?*V82{pU-Lm3+Lw*LvQg)EH2Ijt*nF|?N|o7>I+;p zfi8+JDS<XFgGwRAPGUK9nyM%@F(orE6?%wQK_YZN7-$9sJTIyM8s7t5S_cWI4WNA% zpj%`vK*q01^FX^cLH<+7PRs!p@=v=~fIX3$58nA$3Z2ISRpQ_TpHZ3%>Ii_G584Bj z3rQECxiiRunsms-%Hw9p2@oM3u8|<M3QnLs)L@gHAeUw;6s4v@?~ZA{*mz+#Xkrjt zq=8z1pvh!#whI7lxCO7TDJ?F6tvk<6%mHVx#2iQ`+bO>StoVHMxsB%`tJ3mwQy{a7 z3ZOkm;E@Ui4@f&OI}viR3V2j5xdfU=Q}S~`XP`l@ddvr%1)Q4+S^fkXsDY$6$fQN~ zVaU1~&?&U3pnJxl6ZSr(kX?<SQ>CF@pvR3XL4jM4Usww6D_m^4umjX8ys!yeq7{K| z)hY%ZSp)WXN@{W@=v-uQIHy*Cie~U}!qqY05DYrJ2eQzxC=<H;Bq|kpIBjwwXfhUZ z?s8%Yctsbe%?}O~5AgaQaLAWtfb*Kd+nxzvsiIQ&7HaTOnBb$5Ab|s0cnBVeQvl7# z<U!UkDEJqYWI~K_%mFt>vNItIsErJa48czK$;?YBPK4Bp@Xisq@GU6HFNaJDD3qiY zLAEZx?uIPt2nIE+z)K&D3=A#6`93MX2yzPvIC#KEu%to84nZ?c7r@=f#G=eZ$cR`* zYGMlbLKIN8eY0l{xNQlpX>-6AQGo+7u`~^`827=tRS(w92L(%cY9_dkl~|St*`QXC zm<c}rC@C=sGCEoUnqo+WUe#5UT9BFu&88u#MXAN$71KWX(7Uq}lM|C5GfWCWnJM7@ zKkR(UoK#3bp^#DzS?vUJaUy*9G4J8-^^l$$xJ%v$S|fL{|03k<vZVaX97uVPlb;8= z!vW-Skk>)!>+t3x=thlzL{KSK4DOaI1g9R}2-&QjT9lFsnJ)$%e*jy#l?a*@f!+iI z+Om)gp3noOjH6BYM`tHzLZ&4*T-XRcZ)EqyzKczufCpKbnU|dk87p*6NvQ-mrZfdI z3Z#%ynwtwAJ-jdrwD=7a8^xKBgS#{Hk|4F%!(HIZ%>q*M3m_X;AMT!<2f0NrzbHL1 z57ZS0XYsU5=!I{G_do{Hoc+PY^3gruMtyl|CZrb*suaMtY=dnE%~dRg98Bs98gK(o zDrA>}tGgGo!PD6fmVnE-Oz52i3h9YOpjIj<k(}FkZr3^R(p?46)(`M3R{>}=1rh<p z8K7&oA$6}mX!|rc(R-yH-IJOF-p}-6|BPpIAU6&eTAG`Kf=eMQwG?tcMJnW&J#hC8 zoT9<!r-7<6kktyl@PUM^{0#8mxI$4TD2YG@6-tT{OLG$;-GLm?>N#+8bIa?c;8T%a z?4S9v9kRQsG!N9R1sfS$QUuxF|Ezn?GiV<#IUjlit~dDD1L)o1vp@~-3tKO?gJK!1 z*Quxyx{CK=|Ak!_!AEI>j>0a=ft=z7?gZ`y-E0P0SP#y$iJ*&d;iXR^=)^S0wpmc! z16pT$vEu^tXo6(uDdo-?nK_VwDvwOaGMx*%KsPRel2vL+A~<&{q$K7+&XX$0Nrhek z2ENP=BAb;88Et&pIti436+ruEE<oBP1)x4`W*MYyospjgY8C2gf|6xb6=Zu8bU8ny zi&vbRnUe}}jiIH92`Cr}OEXg;lf()|`H(^$u@=uSGZ`{~13l~*<aLnY3J<n{!vlH& z7_<otIzzNPu_PJXYJNHme9>BQCS-#K>?EVt%O^nRra_$@kOLHwixQK-`QhQNwUGPj zJc|+w!Kn>&?fKF@pr8T`dV)P4oL`WU2`-itT>OH;$@B2GywqICGGhgwQt-loxsZc# zobyZbiXkK2IhpB@U2~ubnTtK3hyrUaDJsn^fSzoTl30)kUjMD&<qLM2YnW?LB-p1< zH}ry*{A}n2dH?AWaLY@<2b6I@u2V=p3_da(RJdJ$9E#%wJvq@MF&Vrt33OI2B%S-D z=I13ALHZPKnMJ8d(5V~H7(aAnKKN`=&@N<<ZDsl3GDzXgvI*e2;$kCc+2h3?FsB%F z@eORnUJ_{2Y%X|!@cGsW&*semhgb>tJ`r$@0UE_GEdn3(2=-M<W<gFqXsQ@oWy3Du zECX+GP`KH3V>v`uYF;XIs1209uC4~#oDaH5COrcjUao$SMOdMb#XR{bu#Pk6erCuZ zE9lg)^o)|UQgF4O1=*jJl3xHm$o1K#g->>MgB<})(U~RS!cHN~GdRQ%Y+q1naeiqL z<er$f%?;pA#Kn#a(EIJ36N@0L#S1b)=i7sIBxmG<Z?OPJCFq(va8v2<o?>uWso)4% zrCFQ->bMs{)38fwNoq1^Y8veG(mc@l0pKg*!9ke;+B5~8+*C--gWL~tu^UpPfD+Ti z<_o(o_Fn`Kh-MapA_J_eAT=csdh%*YX%XatuO)B6Lo=W$73jb$=z2iN&CJe_1NUIn zJEWRZNKQNonfU`<c(xI8QaDJg5)>!Ui%&ok<Hf0vja=a3YYXTEa*)#$9E(aalXD<l z6_3Qs67Ybi!r{r_65P3@2(n?lD8CBa{>e$qgcii9B~>Nhp`J|8!T-=h<3XcmIf<3v zG?WOw2Qjl0vf8>JF$c6+A5xnn=jY`oL%ml8s;eODEmAUzGQlfCpZ2eMHm4ID?Vyu< z^FZT^kc3g5nFblB1Kog=nVeYwwyG>MwH$mO2iVbprO;kW2B-upf-Lt8Pt8fr&jmM4 zp03{qj(Jc&6Vkm2N=*h0wS%)$dLra_@^H{1X0ST&Rx@z47o-+}F0%%ecHjt1NzF|x zhHU3{O3X_K-6IaY7t1pbG_RVO1P$06P-ubEUQ%jCBIx8-uz8>*gn6088L$<ik09fc zubWo9nFqeY>BZI!Pj<C|GW+9Z$WRw(a29fikF#SCNWxxG3G7PH$(WG2$Jfi}y_wqb zW)@^L26SizI9PHLi!(q;;&~Uy?cifb^B@IJW?o5t4rG0{!iCMCLgd0eaOqW&S_-lv zu^4*99_R$NO&4HW)<K6Brh*#NVB>=;p+^*eYN3k_7r`gxxaH@ifXigiS%=_GCphuK zR)K><q$IN>F)tH(Rxx<h10<28rzRF9<%1g#pow}=YXRh#v_$YAlyiO#<h)5xBPc(w zJT)<=1YEyVK{soH)}>ZK7YaBA1o$|H2D^gwL$~&Mm8O74;y@$ksgT4~oDV&t#S3)y zH1x8SUEtB|4WM2OI80oMAjJcy$OIir3eGu?oA*3!UJVLYg`7;#b!6bI<(ijTl%5G` zmx7j*K=v6b7#SOYRleHL@TLX4I-xWdR5pQwF$a21-19B7z|oqPpH~7Ixk)N52KRb% zA%|8g6hM~WD5OC4i>DW5LV7X2nK_UZ$YAqaQy{11C@SfJ`L}y+gJUK?9d@K<Nopc& zAx>dw=HZo)ECCv)$}7n%133aR4+YL?pj$6fk`tjTm5cLIK}|PEL7tflS`C(;2N^*+ zv<{>mw5ShsWx~ZCkmZSaNu`j&7<4*gCd498f+#G_1UEQ?Qd9CE$3MNC4ZcLt)6Ef_ zQ8H6f!J{FtHI<+hX+^MwrAehlsgQG0LEAmR#gu}JCwLd=n=Z(CsO8{12adla=-kZV zg^(#N&^bFGPb#G5K`T_yohKlX3p+q9GO+!wd1au(Hb9MKaMU>#7bijn%)#d<LiSZV zfd(eP(iaw8Y=)idP?DHg1X_dvP7yAd#h}mznXZsnnp_HQ$tt|=?f~bF<orCyR4gd1 zg91#!(9*;ZtQcfFq~a^jFDeEfPWrg1=W!EciaISb8PZJj1062_&Q+jsJ<u*bke@SC zOToiv-ieUw#>-Mc2k3zv1nQoZWI!fQK}%t?Aze*{p!}R1$Y4rAQECckN)GI?y!_%~ z=vs`#l(N*KlFVXok@{kDJIFY2H-F28t)PJyNL-euCTBn!TA<B1kR7z3P1oRM9N<1I z<aUSLBOAd3?FuE(Nk@gm3dkTkxGN7<sZfxbmzYxm8_)MIhMi34m713anWIn30qwH` zhX8n2J#3R`aS3RDH+W11G*p$J1L;@=KyO+Cwa-BL931F*8HXW9Tn6VtPmzAOYc;sv z2O3d@9CrYkG=Q9F1Uac!p)?tMV7Y=%Dr{LpaAqE4lB1xw5_HrRC?*sflfcW86><}E zK?6FVJfZ;ZS%Jntz_uslmq4rlO|&IvWP;`iz-5d=dMfNdyfn}<3h0Urg(thGfsFy3 zLr?@de+2A%h@p@+eOhWJWaJUNunBC-;cYqKnf<rTE#Qa+uO?jwW?r9iedhHEU{zk3 ziIDDC5@aF(<b}kdRB(x|kPW>>B0WC^JZJKJ_Kqj}7lMs=y<z2>wuN9<rKFY=ftO2w z%HC&7XMv2kIPC&t4(-Uq!;8S<_X^1wpuwCJNJDG~WF8|Y72MWW03F8<nW{wWwT7IN z{9t_}<W?t8i3Hl_2wmutnFrqR0uG3@#G+Ktj!-ZMREl5N4>`CcKd%IOMw@E^xaRQi z@Brtvko*+rii!&hLF1d?peQNIhwSJF^%ua(l0g$MAnzzRLyAezksgUvpnRYZ2A(8< ztV#jz@c_4!6pB&{a-f$x-`IQuT*6i5L2qwqys-OX^9ArNPznLy1B%NNA=g!BrshFR zDoO>NTLuc@l+-fN8LwcMfi8CjGaO;rAzDvQFBV*GfhK-(z`+mhNR=jLf@y`fJ&<EJ zi*r+RK<C_m9i5VxQd$JL#P(*#ja6W={36itE|5+lXxG?<o#2wHxCDG$734T2P|QAU z=miA|s7z{{4-$B`bT7F520p16yl)yLs*nM$X`3g!UbzJnA+Rw=NPjjt^9cB)KLzJ} z$ekR%{(fMe`9ja|c{XMJvz|tXxj8wYo$+~))l%Tm3-F~e#TogKPO$>?5GnV=+aLwK zvj?QXq+q21a;idkQ6gktra~HMgCy9yX@~cKPE7-+T+qp_iJ%f6?C`iakRW7+|KZMd z@KFPf&;#m0XWc<Y_FeMRApu;RnFR8m0_foM)RIi_S%CS;*^pwa2sG#pnlXZS&OZpU zGtkS?*A={ZOaZi{8f2Y9NNREhXw)BEJ1P`_X4b&22@MekAJhc8MyUV7_6wlq31~96 z2Q-KQ_DNA{UTS$FWUM(cwYVe$<O;CcGP9vg@+43fF%fdjM@niDq-+Ki_nF|14%l(Y z8Ksccd{An7B4{lir1)~nF9L150xP-MaT9VoBxpV%wW6dHvVsaU;8z6M^iWWg3fZxw z0BK1;S_rL>U7RIFiAjk$8Htd&g}l`C!<&;c^T9(!paS;7Zg8J`-v#iEFW_;S4bYX2 zpu<NlLM|^$%gN7&ZtF|R2VbEC4kmvmunRp7FM$l{f-XUWt|NN0c+cxDNDDbV5pupv z3MeOlGjvg6HmIfi8oZn~8FZKu*qn=<7q)^EUtVfvdPY)yDdfD6H0buIz|vIc6g&8? zF>sBMnVbq;U+$fmmjX^Tey$;4(?Cn8z)_W%3%V@?(o6&$j}ARs5`1b6xJwR>wxUGH z1Y~k@W_})|_)~a28GKE%LRuzxC?OMc(GaNaRRAq&zOd_JBWREc?4#5iNK~YN3MNnq zq7aauQw-@eD+H8+)7ORNpwU;bq%Y{u4RGV+#@d^Zb6tx|!84YSb8r>1D<MhQqqGP- z@d_@u72HD{!M3@jLT(361D!?z%0gi2+*0VON$(;^qxkSj@FW4)#t`r}eo(A=hJZ^y zg`84Iq@`qnJL@2+!%HA1E`hePLYL#Z<z(i8d!$L3IVq)(y%P_1?0m2jG8S2qp9voJ z03FDa3>lpVH8_hw^U&bADbUW0RM3bDIKP38as|yCL2OO~9T{2<9>fPP@d6K!XQoy` zO6<fG(1pK{`&tw{L1)~9x}l(=<-(2&n=gVF|CgsicN4pSPAmXLdqD~G62*?!YrqGE ztl#k(l-4Fp0H+1ez*Gse4VGM#37Pp)c(WYbO#lt3=0SGLgBmNKHps;ekcA4lnW;y> z+oKgqN=u*<_PL40i8&Cb7UY+MT6|#lgH{xQ{pwZ(Y6fN|LuR^@K-*&>!KdJwSq#}@ zq5xW1d|@NxJ|2bK)Z!A5Q=dT&b}!D$EPyO_%gu)@Qd4lu0gu`!_@)*mgWHs#D|bOl zZo#<*GEWX_zJcv`^n-4Y0mbZ--H?UQCHcvTkb|?55|cq&p%THvLLQJAH}DBI;H0kL z<?81L_BwcX04VIh^J!b5H@g+3CKf<WGAKx_OwLG!cI<L9L5ur9X*44-3EYoV@Ja-a zEne6QYO;gf2@027@GfOggeer3Lgt(^@<5AT!PyIbVtOXz_!WiXjC|-Z2B0N7d5Jlh zkR$a$Bimp@JW`9mV;uR#psiaV2PlL=HVu^~B~^lyWTY0AfSZuuW;momEG{U8)Lkx# z8Q`J+(BKeH$Vq0P!ZtIn6go#5oCwLnj~mxLZd?yG{%!wSaK?H)VFv61tk=sYyqN-C zH>_}B--T`93JSb3EE#%PSq|jvPDoMYTMD`l3KX&mWsrsNAahG|AQxsTfVz8-#ls3Y z`H;J@Q}du#`+}O&7q)@YN(f}qr|9s?#GK5M!;mvdgHkKN0iBUpR0bLhgRWlzEqw>+ zdA1D{vH8WId!RvS!#_9}+?WBKSYBF`1Zqrx0t_^J3>k9sEKW=UyEEnR%H;ggGH~+p z04;gQ$b|M(^NT=7Z|8v<stP%!hqpjB4TOe+{G^a|1bkom%cjLoc0vx~C<3i{OfG?R z^^@~+OY=Z2YjA)j=jUdo=Y#YmrsqMt2OjRuD~8;Gq5!&hDK8W3pyJeG(2;*&--3J! zI$r{kWF9q4dDH+orxSbvC1jK1<A$ck4Up|k7dAo03l+*UGK;|FGk8W4JVbeTc_}zV zKqsDn8)DEw(X#xMY;fZ|v!ocJ0^E7ZE6&I)fRuKiU0unECE&yFgTUiQZ)Za~pP;R8 zMWxB0t|w%*9Q<&N2kTlNtb>f3XXcfGP6`2eULgZ|#%eLB@eLWWNlnhlEP(7c0FN?m z0tEv2;uGj81fbI(6CrAgOA?ckAge<ZT>Qbq>Y#!24)6^`Mfv$95M=?G$)FMwln&m` z0FU@9ID0sPxS5dF`;m=Dz-MY?B<AHqwoM?8FiV6S9TAiWE{qh4@)J{X6T!toelmEc z3gl3T%qmco3QBYe{yCYDMt4zW8hBZn!u2WFA^URH_kz3)x`PjtNUg0wZcuOqZzFp- zr{Tpi@Qp#BWAH9QR^?{oCnaS<4`fLK-<bx=aNvc03m-SG2N`l<3B<^Ba3@;9!wZ~p z^OLebL(PzVSPG9D!PljN=IkrMk)8<}S_D<9(DRVfD{~>8wA6yklvKzDo{NnayD#hp zS#fwGSW{w387SX?w1NEzIxq!%hKXNlIk<VDkXQ+x-2*rB_ki-3!u2`VAs4DZX9FP4 zU--DG`Ek=^a8@YFhee@(9^|xf1<-XLkfvNRXjL+FTv*}l)Ge?3AzjTP@YEhyzcYCL z5zGWF*oU0reQx(TNXZoduC+kUeXz6P!H(77zyTdDGY53bJ2+3JrxqPvo|;_(-Blit znVp!N0bcnBx>(}Ez6;=;*#15~V7<^&9-vpl6oVExg2j_TtCz~57nLXGWI`5LD7*m= zS}Bx4i*5z*I!I6;D5U14fQOsGx<OYLB!enBFb{N6bt>poJunY)v1@)2r27ZD>N6jD zk&QEGco|#>6_kP(04P*Jr#SPIic_KI-hwYG1{XC7-q1@_T%aom9HC>k0pKO?kPey$ zXfqDDxuTGp3On~L9JJ0jGYyi$!XO)l%JOrP6Z0T@<UmIrK$ls&mnK4%Xe*p=Ik)qC z6Xa~<ec*}kjTg3F*bC}ifRjdWW)*l$!UuF+6S$qI;Ft)mp%M!UiXfGBQesgOv@Q<- zUmaQu8JWGX7j&V?#U4=pdD^=H+@Ay=6#y+DAzl6A(xl>&%o6ZwcyO2}=NIRK`Y@pM z@MK5#vo(;RhVsmu9LQQlg{0I>$N)lO9`yP$&_W;ZVWrT`Y%ZywED81jXe%eEbW(6l z0rh0Sq4s8W&zo70VRleU_yV~2Qb<e!?<)lB@;$r<T#bXbZi4S_Qt-)4gf^Q%hvR{d zh*bb}@bVMEy(o}#A2+r=ZUWzxr2t)G0uogKFGK>fLQ0F0z-QAxZiFmS0bd3RF0r4@ zSpQ^q!^>UZn`1yj@8B`EP2eB_4;E%Zm)!&xKngjh)SSd3=q7k)r(jShKioYX<od+i ze8^E)Z>P?A-May71hgFqnGkUWt(^u33aAZ|0vS(#Ib#z@vx0MC8l+v|l9+aQ52RV* zln+U}iAB)mC`mb`si0E?z)h>fydxXIxd3!@AgDG0dq^R%q$Dvp8@k=XEx!nKTP~;= ztV)D7VT<$2Ga(r!wK6rSD8C$Je?DmUF1Vxs-O2!o@#kySJlO%>{|s85mI7%uCzgX2 zxPd)ae0W=BPHH8@EYQ}36zGj+1x5LJpc!Cr;HTs#6@ll<f+3?U7nWYw2VH$xmY<W8 zTA7pxy=^%MJRAVhlnFYP3S4f2N-$6uCl){!gNJ8kgGa4Eo8qC3^X$apOvufN1+a{L zu?1uY$kz(NrQn4cPxnDastbx!OH&|&3Aw4zg=TN2Z+O$S6_Oi46L-5og)}4`fJ;Hh z{Wzc!59Bt5Akd*BpfJk?E%X2}5_3wRIRLblv=rQ50u5GYLNB+21QcYn61<QJvWQW^ zF(Wq-+-Z2dt>HDKOTO^JR`ANhEud@+PAj0hJk#^RW-4S<f_8j@!Xp$qsNo0dDudJo zrGgfHK-;TMrFoF!U_ggWLD!oHCFVhz_HK!goxPc$sWGU#L6bqyHL%I~xdr)<4Ym0x z&>4Rp=<SYKpxGSIF^b^$2VHOM9O4hzZj_n>+Xb%>mI>L_e|^Gr@QR$uypoJeaNqpN zj%DB=%sspU(%V)D0iDzVnf^+xNGt)T0B~<M4>nlkR+I`phEu^M6S74IbRsM0b{}xs z2Oky&KOW^`Go(iaPRO7;7@>Dbho`1yLn_b<TS3SEgB_8Pn3oPI*h}+@VYx3AwAVZr zT&H`3QfE5o@L_NXoS2gcp1@SdE(WJSg^bJ;$OyVZeoij*2%Xftl495~dqpJ~MVTd# z_3MY{BbG}gfsF*knF4r4Fmy4tM=E5-<7r#(lYNkhN}v2v=+@>O*lPBz7xrFk1nUh; zEdreg1a_)pdQm3m;xOnw_BUNipsRPl0~O%@<m;9tZ)Sn#z7@(r^IYJ};pyiFN=!wN zJfh&`4Kn%2#>)Jn9LPx?kZW{6X&f|41D+QFud)N@O$DFQTu6T{uLLw#3|@E+&M}}4 z9As%FNUMTxCgh4_g>ulPJRqAh^ACfUO68^&L7MpB`|&_)biq*rI+z7A5(Zi*nF^ix zOiRoz$t=!>>>U9gFIEga?mRg^IlCaU1nd}adw36MwaJAoAnz!oWEN+XLs$2NfSR$8 zmTz`uN?vLuv?B-`K!e=n2<>+zm!_qGy#v~s0<NWZfn66|keOTwVm)8m`Ft&SE!~54 zTOX_gH?6@JXMqAWzX-h8_4&S5u!k$4O;zV2&_!1uA%&tu@O@bdNuX1UA+2G*Oz5)P z^rB42Ok1$O56CJ7&?UW)p_bs%6v$=+g<#Nig5a!JP?VpWUjj{ze)+}4iQwW4<Y-V8 zbYUOpDo)7W1BEvmAe(@}^&@14+9xv!H2DDuzeS)UbuRXR!VzpUC_6*S`0SFyn~PGx z$7w2PX=!PJyy=?=>1;wqw=QhF2wn+iYzmo!eLG{%n|Tw!Ira6n7RbVGaFQrbECP=U zfc%x72u{SHRb8Od8A_m60VZWuLCX9n=rmDgDzxN&-MQrrC<F^KQz7%6;N}GQo^sIA z<{U`3Lm|L5#5D+Po3p<!c*V7Xb7C%JMJr-qI;7SuE>BG?sRX4L&?)(#UK%)Di%Uw= z(qQMFoo_g||J?5Lz2MTtr6?16DqU42WEcrFm<-kgIYI_noCcQ`r6of4r5@Q>bYvs= zB!Obc*jr9&Q8{R_A=p50$pyKMwm72{e1;V`+|oeD7QvT9Tm-EV03W#k8eOi;hm3<L zq(V>Yyf7EE<Qc3FoIz4xhth#&yGoNYz#VkZ@jA`WbF@LHOF=fwU6>DQ&x1SwQd<IA zX%6BjfLaK}sYQ^rdGNtKP)`$*C_oF`6QPTTeO%okhj4+~2&Is%gs-+t1jj)^W>po~ zqaKMx`Op(UeL!2&K{0u2-)(Sj0Mw=dkJ2Q9ZkYf#b8dFs0ACHQkds=J2OS)FwY}lZ zbjaZ|8Tp{=d_fVXkerj6m<Or36v7=tKw>$Gpo798Ljnq*GX@|9ehFwa6f#?xmI%9& z5EKERE}dHhIQ+nuSarN^f*iUDIbsK#PC-LM;5dPftAu#^f>&W>7D2k^3VEqX&~>cI zsYQ^pzZ{ElLE9jp&419;2eg4!kXV$K2;B~sm7187Us?=_j*|R}OlV&wC9^mw6+A?7 zvH4;HWHS?FcnDMhfFr4(C?C}HfJ`Z;Wfp<vCLl-rK~5EiT)71r-oMxb_8siFU&!jA z^rA%YonPS64sxd@sG0;v*9CA>1k6k-ErMM);G3D34;jUMGi$@^Woy98!W2Mfyg~-9 zL4lN+S6T|5k5T|l8iCEuPfiA%pOBXf>4hYwfHwVt+BC4mQ`^Dkh;D^85HnJXL1Xu@ z&7vuwlX$^ZPij#z<h08Rn?QLV+*pI0>rq?++P;tjS!A6FI)Newx^y}-BN2Sy{@aOQ z&t#<L!0syxPR+{%_Z6Quf>(Hh@({QJ*>M4K`K)V@C-~UNB<O&zV{#&BC?FZ^C-4~! z@XHpGa-gMEX>I{{;1P5QU<Eh_yjjrk8qBz{^ky44+CVGhbMm1}t6g(4v!F-qfcofQ zm7qBfQ2w~F;${n|w0+#P5X22hg-oy~7C|;9U7U8Y0UWJ~rRktC2xzPB_0E<zUE4wV zKp`<N1#}Al$czU|z{4VmMbLW~i>n~5#`M(uBFGxm^wd;HQ?W9&6yo%Pd}z{r+&K4f zBgF9~`9+|iBZwBKL`Zk0Did69Cl=@DfsTR#dm=9tI#-yKSOnfOuHcpf-AECZ2s@QM zBo%Z>4#;x~j%APrVRC8_XtqBSvdXpyvJU5F<BiQAU-(1keKIP`petPxp|cAhGxBrt zA)_Raxq^$}bsYIcCD7CFK!+#IgOndR`T5z9$X5t~oI&ZEnFn56>6ilXT5cwEE+jY? zc7#!0ehIiYu8^A#X|yRgCZ$3bmA~1&0$fa_RwSl_mK2mg7YSq*L0bTz1_0#P$h5S~ z63B8pP@5LC<pxyYzS=P1&D<@ZkOS>nDFwwVY;fShPLOaosBi?Q;l#4Ul0?YxMnEdK zby`|f3h6-?r{+~b)@;04-tcDnT97dceu*XdxtWR31Mr|HdqZZaiV`a!?V{u&(5brM zZb^C~WGn}K<vDmu?BP9m>7X)F7jkV3=w2;oWm{ZQ1i70dH7_|6JQ|Xk3z@9|tqTNC z)+u-&*$A1x_ev}VO%;HAtKb2;LLKC-+{C=ZVsMVi1a*`%VFw_A(f}y8fDV7_-SB4C z6j1bMB|_#^it@pG-9VuMnhYr{O$8ZR4BCGIW`S1Pq=GjJJYBHy>4rX#LWN+^xnSTp zPRfJKBd260rsw5D4jWQP&IcXb14#r5zFr^$pY59Vv<WhKUXTg7dMYQe4D49Yq%mk{ z9de!u=>9O!DhQB+K`mv_2B0Fax^z(62Gr7n6_B|Fp!01YYYIyXpmV3-XevrgFU<ih z3IbWJkdv5q7<~Nj%Z9~ZY3Q*>ki*AI5}_MEav_(gK(jvRZZgO+k0(1Im#~4ai7rot zba@i<(n}MIV37>j8}F2w0~rfQDb0ke(Nwsw>;mL&#LQgKV%of9aKyfuvk(*oPj>Hx z6fM~$rLY^C!xBp%x7$5k3psSMxFi)k{sVS+QW5y*2}t5s$WDb^39OI}J-gHwbXX#! zym3k_g4{IrVg5vLAe1B)Ko_(ogEpFi2kow}xDM{nRDv$sgVc6OrI|VKHcxWZ(I(JX z2iO3=)Ph9tNPq%#K_}?sXh_>HGY@ol2Ut~ZVo3%h8>B$80VrWAI3?ylwoXIpBgllP zLRo%J3G~Ef(E8spNR@W6<pTInU{KEsoCp%ZYuPd(I|PICbHGDxkZwmxX)4s&&~wQ_ zZg{Yx<pJ~p9?*TAkb`eBvlAiRo}|p;<kC#&wyEU&q7-myy4Vb=u0iPzRQNdtdHR8i zpn{_O^dit*gwQ=g?wOFezXIsOa!3O%xFjERoju5>puq&lNCW61^^1@L=2P<X4zC3_ z92JT)tDuE#erZVx{Io34d=zL&ILP@5iD_w>;Ju0p#RZ_9#vm6d<mW;9%xO7^d60;8 zhivW3IJ_9Fs{oXH!HFazKQF%sRCj<A7iiI6Nd`D87bmCYL3bAACzWMFh6+HM!3zn& z(*p|ES6-iY9USb%x%v4e8IY1_9<<&~ft^tHc3KDM;sI!X7_?(H2W+=<Vo3)0awxFf zps7UIg8CfLy{lk@4=+EwColUjcyo+GSYirfLFKdl+2Eq3EU_r%2>AGK1y9i4%OuFX zjp;>)!MpYpTyu)SBO!-ZLwYWtt05r01JHg9Xlp({3G88o;Eco~$il;7&{8?D6G2;W zKxZ3(i($POP^>Au-njtM{z^+sffUE3paWOHZQbBZ@YXJH5tIVH{}|*gkhYQx*uA>p zi5ZZDkz1Mr8Wc`R6=7gt0L_12*aYrAZo1ffVJGMYa8P6xWoChQb*5&+y6(9Jpd(Yj zW4sFCsX361lnO=p;P#I~Kv5#Nx2)iun3D)TFA<cAKoOUjc(f@M(y7hKPtMN;d(bbj zIHL?S>I@F;0MG`kbjXas>-CUpUHx3a(~3u0kF<l_b9ilWF<5PGVo?$3C|Qu_6w*>l zAuI4^P6ZWK&l;A3>Mc!0a6tGMfRBRAhitOG*nAPPQYAM(3o`u=o2-Ktrl5<5wypsi zdwt6FNsy5`(8(KnF6_J5d9eqwLs+3WF)0(gAmGi^8Ia@!(gL0p0Xd<d2)g+Vq;ofD ztRED%aNXXSB_)tnYeCWB%>_l7;89A@8Ujd<6+G3L3OX_rvP}eZuNXMMK%?-W!$%;c zcp~T$Qjm49fw}ae)Wl-&RTGXu-k|WxFDe1wYvAYwPO&MO#YL&<;PN6lzX)_PHmI`+ ziXH_}!yGb2o0*rEQwncUfUW|Dj=X>dZ}XwWQEqBFbVE;WVjApdsKeX9OF=>NPvD>j z`5CmH3fd0=O$384oCdok1LR5YXj^(wB6w}|gB@$3rD0`WGUzS|u){!S<Uxwi;>29= z$i6}fcmM@-%{-(4J36~OGqD70C1?Q`_*ziNH9p|`Ou$v2LUw8aSVeATaSo{403EMQ z$xH{Gi3YYRF*g^I`d;h<A5)W@kqWT@w7h%)Bte$uWrAY@v=*Ri%In?@kb#uF7dC)T zIN5Mv6L>TRG@=6Ut!###nwgjfx>*VwrPrrkpKu*yDR_$j<RGqG&_Z!YJ2X2HaxwvE zCwgNeC??N0oCEKAyRaKHY78o~QY#>*8iJhzI`$<Iv=RrD3>CbCJi)USZ)Pt5=N7lb zT+k`ckk+D4W>O`jLzR@7p8^`$D282@nVFKA4{2&-7NtN2WQwaQAqxUP%b1~;gC5?K zoB^q#z=N<mAm^!GYy|PZ_JPiz%&dY|n8~1HpdcM^a4`e9A1^nxBryq8{(>Fsl$r`z zRF$2XlMUWW06I?PBIIK0qSW-v;*z3D(DWAQ9vx791z8ObPDo{$sX2$i-5iDd6i62w zoK14`Ap5PKtppEKr9r0R6<i?e<IBN2R6*s0V>!rR1yG+F6rjnV)r6p!Q78s2?1wnd zHN*oH<O;=*9VehX_jD&XLF6Yx*XX%{PR;_Su!7XY<kYm%9O&)vi7B9Algu(m1H?10 zIJF2o*pZW1ng-5_sTBpOMVX+sG}z}amrZ-x3ce2q;z`hcCy*-+uT6){)f`@!o|y+e zU|%6IDFt*89>}?%nW%1XFk~i|f-_7esFe+J>YHBhA-ai0ppz89eKyc>_Sr>{bE4l& zodK><K!;^q*Z@jv`K4*#jGS2p+1IC#R|?ryd3Z%hQ7W_m2F(+t!mgkLZHNK;y(A;G zD6t^37+OpumnK0seS!C?mzF`d#(>u2f>JBU;R*%$CD7f)peZcK)Kg}0CiFDQr@J7> z3SFOY9eny4XulYw+2)&?nO6#F?%ddV6LLbmS1I(Y)x5(?A-zKARzS!^s&f%&vJ&J+ z1$X}tP|g9BQ5PFPSFeFW%EuA15-R=hQs{_J%HfqsAax3$L%p)oN}-p(CKn|Z6o7kS z3OSGjm6!)QIvpGcpq;89b0K$11i6NQE%bx<Ou^YdI0U@Z0X&2P8I(ybEdreb4DAw? zz-lZ|v@4Y6!7fJxuPFkVl@HzFrf?3j@+j}{uH4ij*#7C%;=}?_!rlbAE*mt-1KN@b z4(p=SH0Wl8qQtyx(9{Yv!xn(gDFt&b%!L$YU~hxQ>2vZEq1OT=7UkwckFK~r^ZL~5 ztFEsAs{(B*Pc4IOC=BuUa}9!Q{svu3y9X2=7xsd0EC%n}Q%J5#O@~AXXdXWeQWYj< zf^K<+E}u%xODP3)pg<vzlUf4V9;c940J`@K(mu@qt=0hr#>3t1;L-QIL~tX()7c-S zNx`Wo5pq9TaccVEU63X@WX)_oWUXm-BJ_&S;N*;)QfRv(KcxWFjR4oLnMI&O$)LfO zTL4)A?3k2alnKgz;MP3&=toe20S<-KybRDWJCNa%9MIC=JjivX9*O0NnVHb7bj2k_ znV@ZJU|0HOLaUgnyu{=x$ok;?q|_8paR4bW@(wRe&xZ`%r&bhX7NtUJ2t!Ll3s7u9 z2ST8&7svq#V3R?EEMQlGjz&&Sg$;+~f|sL$lPT<^2k4x8aArDWln8X^1*BCUl$x9Y z9nT3!g-phR4hYMDH1;wQb0G&~reuOHx`zzpq@?DgLJrpgS$+X@5h3WxH1I}cg>=Zt zoRRsZ(8GA)H*do(vvn#;Ov!-^Z@@3sOUs1h_kv2$?zU8LlMK{&C`txhf{<JS9eq#D zO-jtH0QVLZf+4qKDHN4L=COh^lOelkgCX|-L(bQRRBWI-!V;lZs=I)e=!1`p&W0Ym znUN1}#uk?rfEPO{_<=@G^PsE2i%XM12Y6&c*B6x?UI-3Y-^9c7^AbT<QiCff@D=fp zR=#ISVg`7mBrPA*xCiCZ)*0aFx<2pvWH95#;+tJyQ;N$|Q%k_-K7mciOHC}v0nb_} zxR!yO3GU&(+Pn~)K!Zy&OTg*n@UA4#z6h`u&|X>SQFD%YpjrB4$N~q@sgMvWV7mb! zWqNT&YEB94hR}?}BFK0}abam{Y87ntQ4qMn0Im$3!NY0bW8mIwYy}Awq!xh&1Ht3h z3gFXhL82EYUTgwg1r91;%QGQUO6mFO;O(gj;G6eAG74@1ApalUlUEELu2Jv_2BmL> z;({XZtx_OKg|x)d3Q)RINGvUZTxbgNJ!C%{$SQ@BeDE<0U^S_E$)MxSAgzFhyTR)c z6+pu`;E|2zJNJNs{{f@}S6osGnhgf$dxgYI=mH2(GaqtiKm}~<(iuGZ3$j%q<nW#% zaPR1KH~2<GQ0)roW|u%VMT6ZBx<>`HlMn2?p#0p#Jjg`*^~u*~f{L$(*9+%>BLlR| z?_$Hn{tMvk916)9nMLrejBjSPfbV9wKJoe@aMUK3CgznuP9I3g&jX)N0u~Pf-Dn9Z zAe~Z+pbd-^Q1c12h6dW^1swyN3Ek!8l2}v(@uI?;ZQ#S@KoiyArI9I+RdLA~rN!Wp z2L;fLKl!<tkW-x=H+DR3-UISMeo;CkrGT1Gm9V<$#s1k~{|A>Afi^ROC;AmU5+TL@ zo2_$RZ3eFeRB(r!>*xtOD-;|?;L{SIlRvqjYeiBZ?XyzQmf`%|g3=ObBLXy#SCp6w zo+NnNH3!^?d9`W5n`v7h;R)K&(RHyOI)|QGT#}dsErP-K)#O(~Qaxzc0aO!$EzeFY zI<oQTe6RsUso)_d=sEXuUiW}cSOu*{0UZ_vP6EM+rO@*&+)6<cG@wL!ed_gj;HJGo zU}<I^<SLQ$M9?{pAX(56rHercPvHb8)jyvMJwO1oI|Uk_nZ*U5QD3m?#G~^e2S%i3 z=2bx^h7{a$6End}xu4Gi$N8%bbKcC|0S;`?xdj*YK+i1zU+0oq2@W5HOvrqoLRw}L zbU8*!QDSZ)xFZibY#v&H6s3X|_kzs=UD^ifoq(cPp&%bpu(}jMHkpB&ru!~z20OAU z5i%>Pkem;m&{L=?O@^LZm!AY`*T5FXfM)nhA>|b4pv7FsWQ0OkW-(+@Pf%hK_&)Lc zbnwYQ3K^x~qzoCt0R{N8^;4cM1D~i0nlFI#P|oc+2f0=*C9^mivLHv{!bVVw4(yH0 zTu9Rfq#aV-fZcqv<HmAu=s_BPVCIF57dAjASMn<|QxIz$iZe?}6Av#xycpd7JUJ8G zktziXfQ$v*ECfAbGZ;1totO=operdY0w1Uc4n^-o@PJrSX<j<G<?oHy1O+a!AY}z? z4!Sr8vRwo0-rz(?a(%jC<J122Pj-XPs6M<2a%A=M`I|vW>d<O%8g|YB-6;wguyM|S zUWEg4=Y_o&c3cFX-IkmW?JpNVhYg|8?*=*n4xA<w-pp9?x(n>;e8_6b{Gt@lP#svv zClxYt>5*ELSPE&i7Nr)K=9DDDPVw<htb|^GR+O2R1`gijjMVge@Gf|T3dmGQaRI0{ zg&UBZpPrXl3|+{a3fVrV5RwTA$ecvbv4W5hIIm2|vK>&Z3?B5%hwQlW%q;-z3P{R< z6vOGInI(zPeT;7TrA5$lkuU53UD<fC@xrbPJD{f)gRT@#EC74WJ24Fuipk);E2$~q z)&_Vce&59=@P2%7@>9sp$;<_pOUa<E^%<2Z;7g@Jp`4kX2fItr5j+tL5>x=)*#U7? zN)h<37;xgeum^mg7o=yu>B5c+dqMG7S`L;3-MLqi2^|Ut-}w$6<x_Ah$w-Cv|G?*+ zL%SrP!6#@txwHs;3;@VKZ{|X7^+_x`3|^q6P*jzg3^}nAdcp+s#Dr%Zkj06`iACTo zc14F5=Ys-5p(HW4AU`=DJkC*&k(rYZT8W!l1W6^}79yx1dp3C%I7x$NfJzdJGV{T8 zNF{WR{>>c7d2YGTMNXiDxWS16G&XhtvPjx32y#{)XvYV5qARf^6C4+y(dDB}so*=n zE5M^}3ZO9n&~O9DiwfnC%g<iz*zjih1dwACeBHtM33QA-XbojLIHp2D=jnk4YC(IH zK#>AE8)L?LkOu!C$N?yz4FaHU2iW7_+lZid0TtwDL(h%L&Cdg`cZU?Kk7llf*aSXx zsu-G$g7d3jR~ot{f|r|v+<CF}0%WCVQED-G?HNe$!uAW0>I!@w4X6%*Hg*#$K_|R} zlqlrqf(sl4FHqYZByw)&`DSnu0WTOSErN_1f?8jx$>2E$aL|H|)PP)~=<4hNN>@6X zAYUsa7iB`H$-Vr8J;3n_I_nv_ybe5cpkQcbU;wTJp>z0|&~;KFna~>xUpCBq+RzO) zFDNw)y28N)()|G&nF%@@5OgSED&$l&g_KlCe+;yp8ggHVLT+j%bbb<4N|%66Q3Z!Q z_+$^rRPeL8`@o)g-L&P+EJ#>`_v4r37eTv?=|!oj&@`-Y6g*aznUM)OKDGpO23`^9 zXi&)IT26_{+37|3rO+EU^GZvqplzSmt>8_O3ciPzfEps;T%VkularW~4_Q?LiEi(F zaI$~d*!Q##a+Gl%XqqcGu?XVY*ONDbLoKj0H8rmoblxeLn^+89gHe(SGbJ0GXh0|P z<`-o`2ar4}OQAd9KvUM;OWw?doYa|?nFHxFD5T~bUI`hHd^@f4_2#XhINbngzow_A zffjy4y1B)vxtX9LFvuA<pyhVOsX6)392;6t0O<uNIF=@X;x7}lf*71x!=On#FTbcH zqdc`3GNkGYI@mQ8RHlJcEBJs;1pu)wY`EBe0bFK)@3;bGqc<D&f+On!=<>YnAVmu4 znfXN!SEXd8XO@8a%HSw=&MX2=Zh>{}X#f=+kDI!{N3KtQ+z7esBRL~AwJ5C=+|gDD z03ApHyV1@i5wxBaWIkwZ5+qJQr-eXUjTxXK89d8zVFReS1{#Y2g;fQl6P8?BlmkiS zK^ghrF#}h~<`xCl5OA(aOfD=1c^d2&Z_rH$kU8y=qD;s&5{~7NX^uDZCcN&N0y4S` znrk6rb0C)~Wai~S`}UyIlA+t+-^|+ZW+vFX3YCck;N_RarC`&+_rrrV7U!3yL6*N} z=4GXV`nTZJQgC?l(Or3&kUIy#y)f{sK_Y0n7OXENF#}dvfR`hHlOAXs6?7Ew1;`{; z3FvS=P-rW_F9(1OD1hoaNa}P+g!Gw{K^H2541Th&?Zv89pqTRXfh?Q2KJhx_f~=%O z@Qf3<h2ol<2|3`%IS1+tr~D#lN9w|k3)?P2?hAkoSU@%kD+Gsxx`4DN=VwA@XcXSg z>;>5hI*m3PoZCQG5+_1VCrVBQkCQ<QBcJ>taJS;{wqi)O@O2Cd@$>^3r;wDH4~Y`+ z%{-8OfuK`1AcDS`MTvPSkaZo!C7Ix3;-BpUS5ct5*{VQ=?Dg5#!CQh$v!H86UhM<N zLn3IqJm@r8kUgMrcW}QO5}lB#MNm#GDoM<SNW5;E0lmKpbkGtw@n;{|SaoD0c)e6c zdT9~(oMZ4%{|d0rz49~ipgpe2RM5~WbOI)&C^0h+GU=yKTyl6R_zo$MK4{K?EL!kN zOo3ROoCvzg4&)WkDViYHg7%$47K-GQrc^;2R?uM}NZTT-G&32xb_Lu#f-JPm%S<gT zhqPXDLF3fWvvxDn^T1m|z<x@~NlbypHYjKl)4_q|T2TVJhzc^T^0o=Q5I8LrlH?R_ zcHC?SJF6Ieam?W*;Gr(iS-hZS{UF(r%ETgYzq}|vFEbgEaXm^Qr*MLfd4OzF1&yjf z2Hq4(^FX(PgF~{QD6t%JHclF7)m&yCq$L19IvKQ)3lu<^`NiO|cLneTnc#dM0J?M@ zQUWG}DyGA0(;&Nio=#r%VliaL%!NsyH6UQ+ueUY4ZHBDYF3HGDErSk|7i3g|?~Dek zaRr@)1ZmA)*a#|^E<o;-0B!m$$j^a{{v~BX1~#B$Z23pQhm0ze90s3fk(-zdHmW!S zbOZv(>2F$gyawgXjLZ^HXekuul|oM5&df`O48)|Qra-q-mgbZcB|?rwxv=BHc5rjH z@nRFWJOE#<1UZF56m%d0xXlYXp{fCNjvr*h5;#nYQ;W(nK{gkcB!UNj3@r?x66Mg0 z@0^jJnGBg;1uc8aNGwW+jKU~*xquQ2Xw@-j0}i;M06H}Y)b9c<X#f|$C8;^7#mV`Q z19rSpkIv44boBh7w-$raH8>DJ6Ks%eX}ORS`JU`*dpZHqtxHb@ZA%6P%<CrbK*O`H zsUTNA*fI0L4#*|XpwTsOJ5!+wdIbZhVFsEdf#xyis!GU-oKM&FJZ%Nfp_JzrWy9_& zd9`Wpn++R4{!u6f-BOvB1_~9>wos5o3MH8Z`H<tLKr1$(4KuJzT2X#FBps(E=79Hs zXF=vD-}X!ahd^2;XdDjO5%N!ijEB8}6pJaD#c7b$n7*LP1EJFt<@wOj?jTo3AD>7_ z(ZA=yKFGDfU^k}bl@ukWK$_2xrE(WGfSr?@S&<4^@_S(eWQ`?gmhHkuP`!2mQl@~; zRRfy|8h_8rFUo~pGE$tMn+iS$9~>W`)%TE#h*C=up_j9ym8KR!_Q>7@FKAOp$<GI` zi+<AqUVo_op2h@SiVPWTQb;Pzfdoddi#H^F><3R9Zo04q+I%i4Ey@F(F$XSS-b`Nu zY4?M|Ug5zKNHZ=sA2bdPnRHAlO+UOR4}5MuWTp+YY7*SH2ZwcTei3K|GbBE8Q&Ygh zv%w{)WzgcWASbaB)b9l=PRuL<^-jRm5_t6`q||)1W5erhkO`=e{9MR|CB9(+pkQ|l zb@6odb9M!52k)NGhYV^c6eJcyPtr|F%`673ZwJSQPi7wETE2|b#4^ZLU*KbJGV>9u zEZ<Dt09jpHoSBmY&b^>v#RAYmGHB8TRgK`ub%i%`AT@tkY7t~_?BRvrK}%29V6c6~ ziAnj8$y{g15!v9qtBE<ONB2NRoAW>?TSKk^Rd9!%eVvzIT9%rV18vU+2e^XbKeM<5 zbnFMX6v{7yq!7^Ah~Vhk28y4|v=Z>@gqQ7*BMOpIt5U(k*p;c^VjpywC8#|OGEKn) zv_KrZF#>)(SyetLs=&?$4Ge-M6`T(50S9hcDtLi0xK>pt%g+QKcc+jKxrhoB6$&Y! z8yHG+LFsxo_)I{B#G-uYLT*sP2K)TY+#PS0gGc%ld_mV|<bmhw6?{^mw`hRI?NcFB ziz!9<;2m<HQl_*Lyjwgu6LJ)uf@4u8#A^x$M&J;+KIJ-iHRJOw3&8wv=rr(!MHeC6 zsPfE|e8|;W;2p)FR0?)=a(+okA|&b*A|M+?f?*4f75t#b+!W;}LEM?137wQl2Ho_O z0U2)fNGyUcsmm-WDuq-5X_-Z-X`tYSZ5&9+F92x*8<d)p3Z04r^$nAYAd7h4ESU3p zA>_()P`&{5#6Y2$p9PKq@Ct~17j}U;pxX#C%OJZ~Al+SXyoH1M7GQsYi?1|rwfkVl zrUyF~gM%d(dJyl+Y2Y{jo$G$F@nR2H2k69!63DU}h0?rC&;&BL-|}J`cpMV6tPGrc zuTKRn7X&4^!z-bk&j;%!fy=Lpji5#67rQTl=PMM-@=HOtXM)pP6sThgt`A;qS^&O! zSOGLRaS^=Q4Akm@Zp<u7%}GoK%}#^e`)cEk*I>tiI&-kY|I_n}!R=MhkUq!<kh7@r zAlDIPBtmw!f=)e51)rA!X?MSA1Fvv=GqvS)cL&%-Z{|&SwFA7<NTECxvVv2gI3F^Y zR-BxXlL?tTPRjuucMqLsFDy+24Mk-_j&pFz&xZ`n7nFjgg)*W01Dz9#z$2Lo_DUeP zL&gOmM|pt?5^zdZ2o4Pb1)+jdD0pKH=*m@a|LO3`lFVet@`I}UB+#rSI3P-jGQmT{ z#fgwvM1_*XqmZl4Kxa6ESAKzp>YziuH&)$%+!qGka0xkwDk&AT0}nJO4N56FpmQ!E z7wmy{8iD$7kb__pa`Pdn+C4QdwG86cr*pt9%hV#s$_G%V9dZM1QEFN#Xb~L9CrPC_ z&?}ojXR|_&3-`=R$t=rEDNTf|(M!zB&#MF%A)uqaAf1KW)RfGWM95@8T2W$pQDPqC z#w^ghXL1SnTp>t&O>KF-yaQwv=!^nz^;BE{Y8fO$>$b$CbnrR;3SpU`QK8I4NY5C2 zgnwc(<Ro&1p!}2~&>fhNGyL+COCcx2_#IvX-YJ}$SOlpb^3qFlz&$_(pVDOL85tS* zr6thq74U_{;F|5o{7mS{XDOf)X&~Jt&;}Do`{{Ml3UDO8Y1;A{oKFgh@{@87ugHb= z1>C^b=7G`*Xu}g|rVOmSAQigC2ejd!1k&JhElVw`1b4bX#bQY!c#0U*mIuuRgCZ6* zc>+0t3UZ?*bmZJ85wiR-_u=l@kaJ)|Qgc#4=K|&Dfrsx>D+==SAPoh`ah-`}iD17e zB;}-*fh<$-4FOS4_JePya0bl|L$@2h+Pe1j`aNKuU2Ft9U<Y*2F)<ms3c#f@FR>U> zJ$XT<sX>#8;Ia^Og%R{pu05b4;lgInk;ovwJlizs$*yitjOUjpg140<C4$d_P<XQ# z(jIV5&4Ki|KvQ1Z!CTKkJ=@&Wk`m}e#Ne}h!HEUD87nmdI*I{m0~bNs^dT9k;52!7 zNl`X94?_0;g5pCVJ23;ak^vka8L7$Or9}!UiQsYea)@K{bD+mfJElXn4HhS7BtmW! zRtN^&iw@G92ddA(Cc5T<ZaancQzk*Clt7+UNG>|O5<Fg_5CER5%>k`R25CtzD$N6} zl>j$IK-+=9d!`_rK6hvd1R7KUpOOu-Orbcx06ajW0Gaa0hn%e+<mU*MP0WMtbnt*2 zx2~=UjyllwbVb>TNjc!9U<%+h0C}Jpggi+8I=m-28$2M8nO6v&wO2?fh0IeVr6v|b z7Pcw)I6_YS0o@P?IuH^PU_k-kYXP24g!I5c<7JRB*Idw^9&m*Q8reR)JRjUyzt|7j zHx6!|f?WX`s)wG2rr=ZxjU><*HT1UTH*>eVo)6iC0@}Eq32C|b<%3&dZ+qr~g4ZoI zHxY7~fx?^aC2v9XDs-f%xFj<d)V9lnZf+~i$%G!l^lC%H>n_MK3!sY$FKh=TMFkHh ze{gwJkXVojZK`A+-j<gKJ=^1AGo<$k_LXyf9%x7$-24g-aCP+d^m7MAsRDQd=n=?) zWv~My!0ldz5YUDLup028CD22FOEOEqlXVK|S^3Z_3{x^wOA;Xm0xW=xWqM~8B~?Ne zNP=4RJ3uRgE;fMj6gZ0)mL}$aPg4eM$^?7m&D2h?Gm{gOGU0oRKsSwpLQKIGbYL1N z%Rk?@5^MmdV-Gr>1=L`IOiLw0jvmj1>}9D0kL-XB@dWEn2W=q$+v6JI2KJFl5$M)# zNU`GK8srK}j-XYx;32V_EjO0mgftv-LEXf|D?xU<BtovnD9Fe!fgH;LT4Vs~GJs@# zA#)Q7`8lw2`I7TX3qb8;unRmgbD(EIgo74LLQbp)?I!>=8$d1tZCwLLX3pWYd8y#_ z<O*+AgR=uD-cmq!*g%GRa`TH4b0EyB^3=={@T36fHtnX~$Bok;H}-@4a(GEb5v1@> z$uB8^p5c&Egf!9UmILY4znnV><ieu-<ZQ@FU(f_sI(W%jW>F?&{r20bpaZeqw9EmA z9eBMY^hD**JV+fK489-^>;cf3B+v>gxHJiplw1-si@^)VFU$pv2Y@`RuBWF5j&jh@ zT4o+}S7A~n^z`)L{4z*gSC*L%TBr{yI4?GXG=r9yfD8a_90Yk)p`<7gQip<$R|EM) zA-OcS06ZoFUTO@UD^N%-1!uySt&>1Tfvy6BoJ|3Cb4F!BDzpqPD9tGVd$S}zFTE7f z^GPg$oC2bdR9c)2j+@L3a4p~(1X+Z3vkThH0Us{~=`4bduZEok3z~|6MnXYm31|Tc z<PwvVR8Y4iH4k$1n}QSQzBXvj&b1;HGC^0GoB=T~FXPw-$QrI^bJjfFI~nZNqQnBo zC|gEiPAVil=O*TW-B<uQLsP-T0DK_w(b=FuWl)HLwpW4M<KWHPEug^6FDZdk#-JUu z7j}crtAGST5%}N{a3BR|q~<_xx+wz>%tL3vl0XMqgNL!aK||dj8@y7BAtk+ncMzz6 z^YRCgt&o%UK|@90_WYX`@VRSmmN!5az0AD645T?V7rIByJ2fw*2r_tEd3X<a`y#05 zhm_=HiQqi0kX;I%&rQrODFx5wTx<lLRtrAIaU=9hcG%T)d8I|gsYQ?@4O8<{K#Qx2 zAdAWlugZlt?@~c0jwM4%75Gwi$o<?w;LR4G?F*o54IoO2lS^|7K$|APjmXUOY*3a2 zkMt{~q!#3W$0Oi%2Y5IFGUS_*ng}{Q6B=iRmL^7^AUZr99Mr|7pc6Jh<w|NUxFQ0b zv6TZEB`8V-AFl}-CxA3_LCb#fiy%Xo;34VaWZ3aZrFn&=`6ZCT0(2e*^lqZ!a?m*# zkO9-gyu_T!;#7#EKnpig^O7M2-qU5^k(|W5l*~ME6$n1&rQyQ9iyaprr{APxCKiD^ z)8Gjm@FD3{nXvh!63}Lyq@q&D(c3Q<?0(q@J_4&05(uD}Rsij}1s4LK9wul69F!I_ zGNJQ!MVX*AX&|AhROr&AH*>eVnY!oI4#;pE=)}3AL`ahjyp0`ngA?>7M9}$U;Nj%- zqWnbYuImf?K_?c1TQBLUd7z__K=V|fV1C&ESwWwXSWp1+0oZlrsYT#Kmk7FE5iF8h zS`1mykXD)pUKRo_OWw?Decj#hx*KvwE_fJZCpdE^rItZ%oN)4S^z#N6=Adh#@=8GC z(I9IBO2HK}XlZm&RVw)UV+GI=lwjS-iMa*fj2!L?IgceJHTm#b$P8!k;g#TPm=3Q5 zo9b8qYUX4nLfY6D+b`?@C!?UmycEbN-0RKYy~f$l&B(cjw?WRSC_cO-9olrbKJ)tQ z>r)|fAqs|;;IZBcaKZ*9Ojk%lEB!Ed@<ieK#OtfTj&v@{PXv!!CKiCZngKqp;P3@a zQiD&rg6uDR+66hFA_+8A0nRB3B}J*Ad(pws51Kj4OoSW}SP4C$CNU=kveYyrHLp0o z2y|T<I1XG&A)EdlH$zVNOwPzmO9KVwo9U1lc38s{T09k}rWd6`79qMNW<rmf1sz?M zQwh$TWu-ZJsYRew#^5D?VE2HorOimqfgJCXo|uvj-|n1$bUwIX49Eu!!$I1%$)!bQ zpvh<Odc)Uic7UDf>lg%{L<6PRE^v^5#xbDHJ8<kIgKmO=wp(*Rcg=!4p%4-bO7Mv} zso>jv70My~QSkbmM9Ap3LU2hU<c2o|FHc`k3WRQM-winp<jBSxaOI~^06LNf982Db zd6kfczDsIOVtFEDK270qBP7+QBtqKtU}s&}2)cd%%nU9mEr482os^jl5=jG9SBa1_ z1Hmb-0J@hSY)e57beaCc-Alpa5=o!}7c7+m+SU$cfiALuRIml0EDD`T0Ig9eg>-_7 zQz5JOK<BGBO@7?C3LGP#i*iACnt)uP0GgVE9Ke=YPyijB1l^hqmQ2k{fv)_nDlLYb zA9Jzc!qy8LL1(BzHa?`LK#F~ZH#@hyUO5H4qEI0xClzwzG<X*)r11n=DRyBu*a0rk z^AEwX?+soK0I8OfN|Uo8TlN*+bgltKo&s!dDY%cE0+~Yw-;4uI`T3ckQ8#dKWPwV0 zu)9IW^g#zC(^K;jON;Zt$<qfkQ3=}4m6=)uJ*@X}<KoAS8$qchGYb-{po9BC*NT7* z3du}|E!#=YEGdEPV@k^}N(V1T2bUM1n?_4P3qrwJS0M~?veetIop0wsPRDf$@(%}Z zk$|*ZKqY{ZHQ2$R%flfBRY@lFQc7^}ZUY^h3=XNh(h|@LV{qkkVJm3<>tZ|DVW49X zAosr)K^Dz}ML}oBLiUA#T0?n|*$}_XWXK3g66gfVq{O@wkQ2NiCy{`z-+(Qi109!> zSqy279@&@+?Ss!-^LqUba7=mSgATZW<g((N`~paQTM8Rr2KQ(oZPb#(OLAcIy5PHQ zplKwx^62cGBQwEnbp@RY4qi9@WLF>9d=Ky~D&Xd_!s`v-4fREbS3>p;7v$$87G*-_ z+Q4N3Xao<eD;ad(W+K=i1;`<i3PFi^kZX4oiVJcwOQ0#GD8IA}vY_kfobIRVAlpES zQbD_fp=)tc4zC1-0Vv(w?6?6Q9#ilxf}ML=0=jt+w80SUe9+EA$l=c5t#shxEfdtb zE`qF0DF<)n1}iPdFD-(!y$-K}pRSykn+jf#`fwgN6@hjDfsWFLj=kolW`PPLh2oOT zv^3Dk2Ou{&x;R2^76V;G09$jOn3E4_#06)9r;ouo6MPsuxS&i-DlS19S$H}Ja$ZYz zDrjIB6p-mfux0we8L35}qbNa{;q45_me1tO5=gGdFH0>-%gHZ?q}zwP7J}y&5ARBb zj5;KhLXZAP&d<v#%_{-dUkc8iU{8Q%mOyt`KsNe=&NBdQql7NZhm=3y6JZ~L?-2#< zl)eC2oeC~8Ak37+yu@V4idRERV@pW57J)9b2RElctCKT9Yr0_vTzcl@K(EpT9nOCq z(v>bwOoDVm6f#mFcSO6VLeBGp1fg#x`1}R%aT2?r4PM{MVo-Luum+siK-czU7DL96 zb3t>7$r;cVVM%6gE~L<PPpks>2*5kw!DA~5d8Lq1$K1o4A&Z-x!Hcp%feAh>9DLHd zLQrB#Cb&zUS^>T13Dl$l+nZQiT$&3Rh<Z7#`|18>kXF!g@<#A{WM&?yLIej&aYj*Q z9=P^=HW^Y^W`a&qNKOQe4}c<E!7a0-3RJi}+cfFr^f^!VH-Y@8s0WI6g&fFu1ZYAQ z+{aW%Ey>7)Y!J-N2MzY6LXNz6(>>?S;sqe5WhO&b`GTV%IUhPc3ElOm;F}L!aSuvA zptD3k?p8?7$j^kd_!IL=GLtg%OEMv+S^9#`egiwi$qSU?6&wq|eHPG)FUTpg#RZ_f z&)^X?uS7^ZWRw<z3N>h}8*~sGXooIXd*b1ZAPYfvt3i*#0yQCKLC%$hw$?!kK~q{F z&nOgt7tDe)vjS+<4fGOO1@JA+dHK1J^#;Ys8ReO&(A&ZkT$A#1AVccOnUG#%Vsa{^ zGH{Ckg*d3|1xY1u=Jvdq3K<P4PfaRFOouEGNh<<fWCU(uE98JGH;|hY-t33Wdc9t; z13Yu-2RhOU6gcih;Pmx&=9JfvTL@Dtq3yHR8|J*8y9b;OAnkdurxFVii&7zL?u#Ii z1uk+xJDW=jK)o+e7%6z=XXb$uaA{FK<N#05&S<a!g{7&W`9yHq1oe=LGLyhdCL!%9 z*dQ~=ls7wPyj}{v23jEnydSbEBOiPqu7U^T3<prcd%AtylO4TJm&^hMj)HShVma8w zX*v0ckUfz3rFqGa#ScD-;QBE<zX;lZOe!r(NzE$;J0-ESBqP5Fv|c$g5z<R^%Flt! z%YqI<2A!!6Hn<=&JvATF?E<?Vw5=mQ4>F+#S&f|rUUda_PE{&oFHLGOY}E*8@g68b zKzDV6mE3H-0X}~wBR>baWThknbU7<zk6dC-2{?KbK*L>->>peTUc;W4mjPKy09s=S z8v6wWhC*e2X-R1kbbVpjVMsZXQU%)l51BCn9~uIwl|d)jg1uA>+SviAYyC2_v%zai zUUy9ZrxWm{DIirviMgOvIG`l+at$O^yxK7B)n;fzHMJPDtrlWPVp%HmlwkLw)O6T7 zQP7yiv@LIDfD=J-KInv5aMM-6IVUqO6B0f}sY$8O6AgUxlR(xgB$eht&qq{<1l>{r zN*JKanjq(Dg04|dgj|c6n+Un$GqD6R2L-ANAUWv5mWz-R*e-0ju;XGQxEcYCb>x@k zLC2)sL!m1+c7blZy|C{B<ZcXC@Wx=!L@>x!$eofPmO=#Rpj>eDB|#4$4|fG;1JF!T zW@1hz<VazKlvLP^pHF@^_%_1a#B@;fEBIxCYl-kw=n{ln(BVwbVRX<j{os&%I)B%* zIpB+IlZx`Qq0<sMpexQG9?M9~hHOr8%u7#&UN4-R2s%jsJn91~55Z00kj%8S#60lK ze`+eYc6<(Q5aky^PlU+KOH57%XM?QLqRe9Oe(C%?NK?l<u_z_67<{YHvpKs!#k(hD znPG4y<VO0Z-BX`W*$ocW#FC60Q12Z)ij;h0COEEh^7D&RAt!<=fJdZ3W;lXZE-BdC zgCqHMPs7`Zkc~Lt#0a?>Bd@fi2zp#w3g`^;Oz865H!Ta^G|zqAJp&x%;5pvCpa}u6 zZIGEgaJ%nj%MI|7`|DG$FSrgJq~CvG$3@8GE@&$`w4}>TEiNqr&oqIKM*uI|xY>LI zT-t+{$3QPWbV)5vfwX-Cz~e@##gJJ@@FBpU&4$pnVMcy#QW2zjRY(IJ{|WZuo0c7K znjwcG6z8O-7C>S!BrzF0X{+EF1io$rv}_-oKA^XHrItY2#R{c)rQpISEwMNQ)IEdL zDkY$sRiRUCeyNE?IhBy1Hc+=}!-d@!dq5-m;B*SQ><*lF8^HaOBl97ZjIS$rK|@hK zXuTImUcuQNoWjde^U@*niJ(PA<%ysLRv?2CbJ8=D!9`7OeoAIqCbY2&+WT2t3{G_= znb2)TskxcSka`q+rvT`vevk<Ysb$b*xvzT~UT*+zc~i(NhOU7DA8*rq5wa{Xurw1q zmROWp3=XApTh2ocm8t~Il|ibwG*H_aWUi}^k82RvWuO)hs3!>uNKiWiB%7I>m<JiP zxB%)9Z30b*g5(u^p*!Nd6RS!~Ae$^6w|2u3I9Y=arv|M%0`ojd^U^`LmP3Z=4(|aU z=LxQ#63Zd0G!)W{pv&|#4=+Ew6%vJsMR}FrQ6q)33qdYYC{E3UY$Z<2gI+%Xx_cb5 zLFet%iD0|(@=NlIGV@Czm7{xpN>ye~4rHVW)CdCI-vC{J763cBH9rSDWCEV6KD;L< z7t-WTEy@6$oD7~*d)(CdxDh<;^lCd~Jj@rgxEmbr#h`^_pbY8{8L9wH-+;>y1*g)~ zynOIViNk9lXDKA+lqM$Sq=L&0P{*JoH63(1FmxSdaz6MH#ncq&bQ5SR8+c74=%|iu z;1DQJgq}*}3_0{3ybhx20(f2he8`#v@Djs~7xrD)2}+%r(B)6riA5=?N9RL#Avx#g zfsbCwg)Dh1N(C*V0k6RXA9D{5NYDUkX<lL}WHm-&PI5l@@F8%KQIH85D1aoVL{JY7 zBnr8s7rL4*{qSZ;545BxAGDAIx{uQrTq}cnN(xn_;JuR2HT%V>iMgOTgB);{P{_}L zUXK_ORt&lA3N-t+;li$qO~{*}K=vwtMqE?#!26zHBQ2{RH-fHN07XzHcn=u3M1c%{ zfdm!O5)UtjTw)D%Qf6WvxEfb@y<rKsluS%c&P)Lfkb{?dDfk3{jY!P_^>x73I;Oyn z*jC6p(wqy5pd3&m5v;HPRI5NzL|T3xWQ`tZejjrA5$N!>Waz?@g2ZG<v)>nVDIM5# zxv7cJdN$Y>a{Y;8DJZ>wj${M(hn|D?9|dKkmOuu}Q!79h=78#5a29>N6THn;!Pnmf zlro<~vQJQAK?%r_3V!*?;MqY1&|VRU-F}H>kQr$Ox6&+d=hD+J#5D*U5}+axbjUDd z2?Xf6p)A<tQJ&7B-~z<GC^4lJcFwAM4rGf8=*loq8dNv|>Gc-pgHAsK_lpaP^3y;^ zf5G~Tpe0uM;0i837u-by6@d9Ekii_6RL~wfP{4q8FD%^yF0sL<0Tma3s~^a~tfQ|Z zI9@=f0c9pbe43UBJ@?T4Fr)<r-bdF2jv-LT96B&k06IUb1d?kLbCaM0{R%mtb!?yj zO-q9g?u93&=cPiH(t!@01MM9L_q<XoN{V1JFCYy!n;^%+g7>r}gL@;6C6EDfU(j)M zP~#kPGLs>Ds}+(fAq_h4p@rZzT?!@8^Pe*kGa)-lKt~0EcCdhg0=yU#GGqB>+mu%u z8o(ia4swA_L1J=tVmj1w&X5z%LC(rZg-nb-*|GNNY{<qJ(3#GVQa~XPw0#16QTj{p z?Sv_rkmac7_MF>!4pO(f=Hz5TN>)ekWDBInm7JQJ52>9Ki&G&@RA2B}@E|)CoD;!S zkwQsn891$Y=B0oVGq{8MX7Qd^n-_qT<(DKvJXw%hSeklxBUn#TQ6i+H3N9K!>r5cE zcyMNJL2*8KDH3Rv)dkQ#MDUKp{N$p<WblX)aw!2$^uDFVklkE9iKRuEkea%r2-GYs z&4J!O2f9TWbVfQjd3cxRL2u7}z6D&AK3lsC<WL1q=pooHsgR-Thr6306`M<9Q8s9> z2%I87sStF{Cur9f$UN}wU+9YGa?rg2;L@`!6|_|VB(LC`nwwt)ZiS_mlt4PVC5aUU zpv&aJjl%~!CWG?wjfLPqEC7!xLAENs?p^~~(3b+5NKOS;k-3NWK$hX><flUhKim=_ z+f$dkUN{F_z#rZNI`J?S+Gx$r2d}mO=T69SX;5hb={F}9fu@f^nJW{t44@QpF3|>9 z_ct9HbD%4s6Ekzb<z;>uIDSEAX<gU{4*#N3=!q3Rpaq<eW)A3X2+-6DI95Shbgs|5 zJ{Mf(fSTl~`6ZPF;Kf4<;9vlUeh~DQDaXvBq&&!R7~n;%kik}ksC<Z%L5&y43AYMK ziA9jJK|tl$MaV^I1&Qg2kUncxBBbA_P;__|$epQ0Wsn`a&pP&l_?e*NlED!K>e559 zvVt3AB)T-O9CC3Q*vTcJ4e_A-3~mlT+_fECvgW3O4!Z;ASZC0X2gnmQHs5Ro8<_(# z9WwKhnU|JY1iDBD9KGOU2BBL7pHAEg7IOwoqGhH-24X;MtHgAOUxPtM96<uK46;fO z(tc7%NzDSErFI>>P!%-#3C^XUb(Ps*CxaHVT-bYI>xHc#XXTebr{|qP>pj4&doR#Y zxuA$w@XJij&q)M#vOvc!U2FuEH#wO}U~@83i;5t<U9d~9Pq+>`QD6mF4xBl+fQHmT zsV)~3V7Z{i6Iiksv{SGYbXpErV+!cl@^a{fP065jh>$7Q$E^z<w=Mt&Sy5tMael54 zXuk)zPXX$dW`b6yBtqxI0zfCoLHb)IMTy`>O-V+6J~)Xfl%%GB+J<10(sS~Qiy;ff z3yQ!)&!9k1aE2Tds}Pc(59um8<(HJ?LzX{PWr7bje7YLs`KP_$os*yo;!}%3d#}Mu zVZgT)Eq$<K5!inzsl|y!pk1-x;_OY!9LOr&vdrRS=uOJt07)-O1UDZP+)JU?2B)Qh zPXz(FD5a=07aRpCMTzCmac7^z(sW1_UXYrT4=Irg63gH-{|cb%Lo&fF+QhQNOh{#D zWMFClG7xnA0yqSU5~~hxhLl}tIiTI<kkAI7tOs5c@?-~O4#hd66xx6*PAw`(&4aWF z-Ba^QazIvs;_msJ`OjyyJlzLgOq!ja4<2$+$bp=0keLf!{s+nhpusTcD0_J^<m`pw z<f2sY(jNt1&}dQ;XxRaHLgDH5EuetTg|<Q8Oq&7Pwy+dZlNW<GB!lD?{KKI|F8D&Z zbkNzfVE;L1q!v{|R>``9ZV&($xuAhX=)G{DS_QTbHm?%Wl1j-0=flIx!8ylX7gPo) z6qX(apKN`7#r2sW8-t-IsAr@WK)U?tpe?(ZkP04DsO3YK-~@;G2Y?eoKoRHy1kgP= zpj@Dknv<GbQk0(p9$I)b9Tb2H#i_}qMX8XLf=IR3z6+2ZN6FzOhaqR>LQa>1ErIt) z1s$pgSznr;4rxAT78f6e+}RcY+Rc>=Y1#Ou7G*<^M=LtK61@KO<xI%oEU86_#n4r_ z!HLO5;L}SXjf>=b&=mvV-~=@?p>5Wj#5_pc738NvTB@Zv(4D5BF-UNr`N0-|`#D4I zJoU(j9KM#9ngQ+b&YJ<d7c8JCGcP$4RKW$8gVJa&bo(~ArUa*cC(vm^sqpPdpb{K3 zrVa_t3ebIH=};demqOMaLi$_^Z<bGdGaYiv1L)QP@X0fvNPO0{5o8m5{Hz?hXVE{U zvbY#>2hNkd3!XKDSL!F0WkPS(d^4xz&GZRiA0`z+b5=%X7I@0V#W4~bl{c2(Y`L-O zW*3-qVIim^cVROq^@Gm%fb3yPO)1Vi0@>9C${pZ>RUtJeClQjFK|381i*ms=zk**7 z*t+WzuTOxO2)Ybm*M$urUnG`8E-rf0vhmgCt>AbnC@sj$0hja&A&Jnt;nP473^pY= zBNMVbySM~${MeHnki~HBps{<%Kxk<m<ecuz+}u(~Z#f;baRd}x3VsogEys@FLqZb4 zE=<d>0Nb1ky66<#V}7|{!qX<mOe44py9;c0QD!!HHX5AzA#1u)Qd0}Sx%a|$&`8FG ztrt5kLZ*w7QuCl|N<8yG&W99YuDO|zRWhLQ2=Mle4HqDXQF>?QCTBoa+PP)sfwo(N z+`Hw?0`PW-%)G=*$cU9fekNo|^0OVS&z8;tC$0?81qIOR)Ty+j1adsq&8C}OAa|#N z4%-2H&^xgzF&lEdZE}8YT0Z!^HIOx+qZh#@f%f*7Ko-714)XvR0B*j3%K^|<3{bL# z>@`vVl@%pL&^tz-ckX=J0X~;0zaSIZCJ)QcDa{2BV`rw8fG5qM4c>hhz<Y>5Q{Uig z8$qcnClhr05!jxL)Z9$)N`7!PuHcjkS?lfT?g#cq_Tg<MhxdRT>;{@`f^P6iDuP}H z@_gr>=ev499y{M~4zd!!!x6lkLm~a}N^pE7!_H~RtOC35;jZnlS)`n7$Sie9X>LAr z({x@bWcXIWJ+TU$W#7yLEi-~I1>OwWPYH5bYH=~B;R&)DbZkACe!X`h*r~3d8xu;v zt4X{({XnTd>+li~<y-_gSs|bZbl4Mgc_L^T_{D|`TR=wSXF~^sijxy_KtnL#4Wpoe z(2I?rt%Kl&&s#4xT?B920WHnT$xO}wTM9lIv=~x7=O$J{PCUvgElbVI%z^YGGQjKK z(lemDkJ1lsD+0B?LB3H4N`+4iW+dj6LFPY`tMVW-PoSIDpsW6l?tyHRS13BX1akkm z3-s2eH*@#A-V9j<l?&dQ2#RWjlF~frh-q+cCS<%7GMNqz-J(=b>nS+{Y)xWGW^r03 zq+g&=kYAMviNDmG)FkLh5g?~#7N=G~TlNY;{!SoEN-{EwpciYq<rjf$1SwPik1#=Y zEhd3Br9<Y5a`M4#9EFt96mSXz$>ir|RzXLMlk;<vAPZfd>}YthYc?obWTqBDc3UM^ zr9#gb>wVk|IT9$j6g+1QwlJ}%Bo(@5`(iV6FdDQn>|ztxv!L4oGgDya@g;$pb@`CF z$&m8Q98hlq<QavG%Cf^tz^s7$Txh?-8PpI1+i_t&=$a0Ys}zzli@+lw3hAjukk)n) z_*^YW0aTt`1sNbrO3eeWc?G8uP$MlD+N&?l&&f=I6yxCid&Q-BiVO@4ux;->j~iEj zE(L6y^0;x@<Hi>7ibK#55+KV#OBf){l-$yk6mTC(Ap>+;9N6K>If>AVC4xYkjzAg| z{Iel-m4Z`IVi{z#y$m$Y2r6a3PRj+|83b*zft$>^nI+&-SRpkNw000=a%N5@bfxO! z<~@&_!4u-3Z9CwtzS)rBh@edHHqnQ>XJ&$XiQsFr!1LOWx+bwG5v%|-^bHPDr^KR^ zDoCP$wpKwGv_TH_$S=q!N(Fb|6%unm8<$ETr|&3)R)HD;*C3}anwdh5bOD$1J1%U! z*b0(#^8_1T4DJtsnFWbOIgqs_pfm6xLy!u^M>aybR?sszp@%ks2adqO3{E_dhDQN( z@Czgfu44U>)`uZA#&$q&8~`2954zqQTx|zu<d^0^BCRYjxik;#q+-x66-bK7&Cds) zFP~acRhkDG9=Wg!w6+pdGAX1aLMm`jVRQk!=QJcW5z^fV2mr6<SGX|mB6vlrf=?=B zdyIl-8F+505_(xdX+{RPZcqR(<^s(pfZb36+V%ihBn)m`f>#BCGbd<aVJ2v65~SOh zmRVF>0$M2uN(%~MsYQ_bPvLdbI&f%!Z&`vZDsWDOTxDNU1m3y`TC|=EUbtM8nhEKU zrxq2L<U&F;vnU7JWGpC#t};kZEy)Bo?-l$YW2&HY9g@L4YWUt;=qUq<>EQk}*bT+W zMWrQ~d641Z;+#bAv1<zc;FD@Iiy_+tGeIXHfO17XXwNGo3=)g8p#x#LpzQ{bX|*>~ z_q<sSp5iP8k2FAHFD*Ym2NEEeMUeH<kd&R8nFrazSe6Mox)o%B0%&D2ID3IsMC6x) z6M}*}=qy8U7?zZllt40LVJW!yg4nB&l9>YS{kT_xcNi+TmSjK%929P>2IVX8DzgsI zY1|hed#{Q?$8&+kUBLGG<wFiOR&dGBO9oFaC{#j^Kk){QFMvIrmIyj93Y5H3OP~h} zfySdsLE{UMWort#sVRv$kioT7(1|FisYTHJn9!~#q!tC8PPn|`^>WC)OirNlJ@d;T z!@Jk#T?em(1*aqEX2dsBdtNU97qW-<l%zp=Nr^dmm5?cU&;$%*JSQbJFB{y61kE0U zj_$t*8NYl4ne5I>O-?P&gmlP2MHILy0LMjoQDSj1I0=LE%a)7H7r@=YoXph2^Haf{ zRwu}ss5!6uXF?Qi0qwQ8uoXIdU0j+BYR-Y<uDArWOBOOpUr>|@y>SzCykbcPD6~O` zp+WYIfOgvEfhJ|a;S0LwHWl3eezRceo4Md#YCt}uS)G*+X)!CfXO=>SAsk&iT)^5g z4sU~<T$u{lSCR?ZsRN29g(7J2lwS%OwMd0cU_mCQp@Um*c7spLzS(gTyb&Z5x&%-m zs5AwfExZzw^C3A9v~e^OI^J0Vx<LXwC<r=?6g&=+Sp_M7!L9<e&!L-(T@pcu1%Ss) z6bvoRjKSd-P?QRCWoAD3eyUAVz{Mu`7;jJs2ukh6CHZ;K&J$>~0eXDa!`)NCGb*`> z*^owPaUyh)gC}GI7f3634;VNG6|z%P3!r1`NuY~3QcJ*{y~mBqL7Rb^+8;MU?wtf* zh6k1cUEP?MnplvZlL^j$Pg_^KY+eB_Ez(o-@^f>c3joqUb1`{fai^lv;^NdCaIfX* zL`VxbIWY}1AO-bTaeh$}tf<RKgbtp%=0L9tN(Y@d0FJQ8MDTGRzK3^#E_eZ@7SN;) zc+5`$v>*z+a!MgLGY3)tgK~K)=<Xs&ofKS>pPZeMp99&5<(vqbNdV=3h2+GXOlY$V zWM*PnB4ivlF|Qar0iBth4Q|vafY0Mig|I=p(2^ndkSKuWr@+Gs&!G7*@9-W-Umdh? z7Q8gg1u|?8s*NF))wwO85q@xLNX<)zwK3dNiwhug9ni)kc!LD!@GZ!^J*XWB+K>yX zlbs=}3ok4JW#|jrE^GzoucE}Hq)f>8fPzatIBYUNqdO2=lM_peq2-2KKByQ5dpPSz zD`X}lDHU`^GuTmym8B_(;5y^wYVZKe<HpUPNGQ&S9HtIxT!Iy*fsVq1%&#U_CZ!fZ zt3B|ry29%@kS)X6nb1?il2VJ4GY&6FgA_F2B6sh_HmKXv5|cA?GQn<E@B<BqfYV13 zY>_F*(<K$)mUMV#adB!MWQQu)+j*s+T@jFxA?QXmP%lLx4U!Z<M?0q$fdT@Q0~Fjd zpr^#-=Rhw210BW-t+Radi}I6`Aww}mi7A<op?3uzS68r2j(I7dWnv)HQ=u1vy_vq{ zH8`m|BAxsJo)_%}Ybi_20o9HmEw8rE0eQm%;w;eY66nN|i|t@_pe;+VyN^NV0A6eW zMUO&QVlFt{D-=|gWIzwG1fANSo(k$#K|BN+3<X6`ekSCo3Q#2u9i0V_b$~Ogf)nWa z0g#!XT`J%T0_+>`h0hA0wNW4=6r59&LC&eF0<DUNPUM4*QqIj!f_8gA=WRkZCWCsi z<&do120k=Y;q`_Fu#<w5^Px9-dZp$-#>f)W6N?}#yg=jUCCT98TmiI%8*+jpWV8$1 zqE!g?a0G?d;g#U?a`KCcA&axqauUm--73F)$k`e8iuNGqDu9nlfZo!co0?Z#0y~8k zG>yFv8pN4-X^GGURUhW}fiLqbNGye3xEGX|3@e5VEln)Ilb+zEKA<){Xle?aG&56R zk(mkUEhH5sW@JLfi%auzN|Up}H3Mh^H+V!Ablf30r@UU?^STMT9%#-5&^7P7pyMcM znR$tMkUADR7@7>ZE@eRnw5ogA+6xK}|DZ^46on*$kKerAb7MI;uv0*XMS`mi(7jI= zwt?ndK<X8|Lc#e3v^`+nv^P^*ptq$doSO?4hb*Io^eDgvd${_5^ko#6fPD|H@i&8a zi0r!vK5GMXXbNaw4=5EW6s4Ae6Bg)h&`ijtM39b)trzw|+SOUmbCDHNAQ$~5g3gu# zXO)7Y{1ni=RbX?nGofdaf-WFW%z@P5PN_MNQX&X+Dl_P`Qb^lAJux>4VnlvXQDzF{ zjIYcR(3#|5;pF^0#2Id&xxOPCA(4}Ncwt3mF8KbM^30+Vq|yVlMYU-Lcpss{n<Wr` zW+ta5r4~W@4rTd8NzhBDjZDozkqMghEP*aEDoO<{&45f%f{qga&jBdp9^M6M*yiLz zSDb+KfiAKyhW3{HQcEBgpq3>jC+30EmO>tUQMHF-5M<-lh3%m52gi;}D!5t)m$;yS z%LC<OZ~_P_g<ebry6Sm8_#U?8(qiyQp<rv%azHI{NOcF=%ndmt4!lPMvbG+4W&)@K z3sxRjnwpdfsS|ED-tM^tIjyAtdTu<(Euh=@z)2)A8MJIAA94^fxWTC4UUV3IZ2DWs zC?{m;3U~!8a=-3kE7Uo;xtS1`g1n^Ql$Z*+$?x#;{N&Oj^TF=%O-;#!-YpHf1|>fQ zvW5q2KsjhZ0_X_H9LR`NaS7<gF-R@-X7&VdtQKWL?!HTd?zQnv_5qs<Y6oA~56L+D z!DGf-FYE%<I-m>$+FgBNGg#f*#x<`tfyYRn&)oC8e;-&!K~a8jK`LnNFi3|&a6x7f z=m=;?+txWFGa0;R*u~QkoYlai9iW>Iwq69U`UjN{hu4B44|L-b^n5kY;3VjP<h&9{ zNV+B#fsK2zyX)yr$nDidrJ1n(C*T9{paamL3!fl!t|f`tnW<S|JBvZx(R9#Bz|bKf zpUlG2OmKS?bhqz?try!sP6wUn1)4U7jshnq=B5^b^`~SOCxS*-LBoUKGBzm@wD1?w zT8+$yEVxXBG$=qjx}c|01bGI7c5Z--hTNf0TmorIJZoGFG6r;64QSvGl#UegGQkIo zDu7N`hBVDw9Q{09eZZ0hiRB;-3OQhRL#p@WM9_iI;IbgG2)5v~ED?0w1~{&ALF)j) zepG;5XbJAJRTd{hX823<zyrdN@nQvc(B^({u>rbxtq3}doC#VZ4zATgAlq0Jl2X$l z**Y<&1l*u|vmAU<+~cOk$BoOttH(gY3m3M7$&H|qa!}N!fli=;w$rwN&l%l%VJlcQ z_;iI0psmv21^~FuEKkhIh7M?f&QgLbTLfJf2-=edG7daj4Ne)EdBu=5&<ft3zF=>= z=Hz5THpUnk7@C6$afM*;C{ku#Hn<s^n3oS(vifG;jMuAngY!;7QGP)Y<NyW`AGDD! zC$X})q!M~Y0C*=fq^|%z3lOp-B_J^`6|&R}bT3+FUUCWKWH{%1(BwrXWakAq_+IYX z4T{Iy%oK3fQvp;3PF?~#eE(u2IE!t%0NIf1o|%)BS_Cc!pU+<Rv=e-k9i({+ilMT6 zP$>-ES9xLU#XiuHPaxA1iz>nM|AnQgkgfbFiIB^aE>61$o*Py0C<U(v3WiPr6z7+g zWPlF)fMjFPnFFAOXOIp~MruxGa()4*Isqp=@Fg>l-e6{83Z(gxRFql{t=Zm8U-KHA zS1v-1i~%hJ+yah}V9@EXkSYLlEzsfRiJ1_dYjQs5xHRY#VM=CkPCmG(%`eEvPlD9@ z&Y&y^c3oa-dVUFLZ!Tnr7d#aKKCc#3Sib36@)q1L%}>vSbW2K#OY;(QA;Vh*si`@s zDWG^&$jvXwEQ3_@pp@}q#afVd&<qTCg*WIHMo>s9xHvk4>Fh-CT%~#tq|F<U3hpg| zv?f8WA_NZ~Lq=Ob3%S7CnL#P^ZQIt@3&69d;C+UWl{26-xIvQ*;BbO2GXouM1nDDq zCWHH|poO*|yA!h^C&`1h_~t<`2mm+jK&xdzu2yi)&xDK-r=)@g-63mjf>Kk!`SRKN z*`RU<d|UJ0i`^G?LM=^BEJ{uVolXH>GN2HYnVgZE4_T=eln+@|q!0kPVot$3u_zau zWlGbbeQeO+UFzXopa6KivjrTzp!1iPgYPI;aL<QME|eF8&fkTsbqfOD?E-ReX<jyT z-1W_piEn02c{_Cu$RLGG$emG;rP<JxCmztH5XGh0;B~lfdLg6!1({`_<yznr83b7t z0}8CeYg53J=AKUA#1aM?-7hK6ha~^<%vA7lY;eCduQ(Ijs=wF(+Fo$62~r4wn#MaW z?7i4_VF&1pEl@U701ZNehPuJN%uX#SflPHMfbU2IJHRC$6nl{2_Tr49)RYux^-`3Y zTnfFwsw^`ddeX03VkTrk0O)MVR7eqYVGC$h0TfXR`K2Y`IT>(6^2OE-PbVw~1)9S7 zhI9KtDN3OzKOJ(3Z(?404%DJb@H%p^v~y7^BzG#5Cqjnza`H<c+j(AX-UHs9`?#U; zaRX#HH@E;gDdt%M*`-qq+WiV$kOjK(qyTC|K@KSUg2SL7AJi@auOJ51&-po-kj4%u z5?`#G3JQ`7`!2R$*mV(d-g;S1etJ6Wpr2yUxHs5Cj-}Aklsxm2AshQ2?p~b-Ufr@B zd?0;l9;8E*k(zlJ((D1<+XlHvMIpGP2(lUfX)m}Ro|v5pSz?d|x~mmD0SsQq4=(Z* zf=eL{*HX|~{NNUZ!r_&NSAvVlM-9s~!Tth`LS2A_v2%VA^s<KH%+#bza4S<G7uGLI z&dD!>u5T*HFNIj^2I{gv204O2=ZS$*V`47!Qrg_ol2Xu4K5*W<u<63yi_PHaKFE|> zaB5C!9yr;)hMZ*To(O8HLguAFN949Zj<dTy@%n6V6sKmT7J+Z?db)2NDA2Q0!F^W+ z_tYZD@;!xM$UyhgCCi`Bf*h%3XlZ5!a#Ln%F{ETn16}%%15Rb&qjw;~bKZ%ND^`;; zk3jn1Z{{ojT@wQiAkbMLkg-k$=c3ZgVsLo}KF7Q$Gqn_QzG_lxc48i68<|2tehOrs z3UsJG=pF%(V}l^ulNB=a$`Vr`vzIBLEx6!C5uk)olwSbdS(Kb#o|F%nfC>Pe69n>n zK4_?|1eC@U-t1oUdj1;ljwgkp)WiaC$qt%AC@;zcZLR_-f3UOV!H&fsdlg>K0(;`d ziW@s`fbTC*@CDB;-Gtl>54u((wKyXaVhm&_X<`m+t0(9@_~gtSNQ=uIbUO!RCQ-pL zBNy6qN(Rl>f^G8m0gY*tL(*A5W==l1wtc#89oX54$wjc^@)STjfWWyPx*8{^5~TCR zWN^WA0dj5{<jB9&g3RK4$YNL*P#l6AaSDzh0br%6;90&>$Ut#w1!&`9F?45IYDGpS zYy=F{AOWifP5xYLh9>r0&>iWZkXJA=Ffs*&nu23d31pX1Sz>W!8Mq=TIt<y2n3Q^S zKFF6ZcSCMJ&H*361lE<7nFDPny;<JzdJQCXgXgw8!N!*y-UCS_pi^FopaWawu)%x< zN54pr!FidGsizX?<Z}UNMjbL-mk3@i1vV=)<uG{YUm*#!{~yxQ2c7r^9d89KNGb&{ z3Q+Kc&IW_KFq<xRL-&c5XO@6g%EHPe@JWqelbt=F_Zd2YR?>s=%#BqyTftd3IU_YU zA2f`b2)V}48+O50(vg`d(4{nqpsWry2-Ii>C%KZuoa{`94+=|DQy`NAnW=}thg7Gg zz&55%+wx`s<P?sq{B(#Sg~Qvx=anmfRsw@gM~Cgy2MrkIrI$d?Ys}5e$$;%xQ3%h3 z9=__Ep94;JFV<}W#m?i#iI1Bgb0}cLK=;do(}E-DhD+$OfU-o$4OgHW)H4%vK#9@U z8Khew88m<m3JlOhC^)C(fNmHC-@*<q0YQgxK$lt^UX=&AoLAv>?*?dVuoct=0AGLv z>7aqvd_tDw6qgo30tZx^KpH;^0si4&$0e8MWacG8OEquD5U^X^@^iAmO~;Gf;NhLE z&_W4(M&T}y60m2xL4glGcpI`hzn}y%qy!q00iDYMIRpLKjP*~ac7Zf0lz>)VgQG4l zzX-g;I5-5dMX)Fpauz6L6Q)9WC8SFZIy*N%58SeUF>@-&I?$@eL`Yvd3%1t`oM=JI z9H0jZf_f7m`@omrfPD_SyD%>u-1N*Yh90Y(mkPQO5Oh5x*xcf*!%K3?KoOvjav1E# zXPpht=0Fa5D@p}jzzSIekqqsjg}{!jz6idk^TH1B=mh9~D)0#tTR?|NfP)y+m@G<! zR;yY0>Cjnlf5?b0XxA>Z^L=<FbUjLTapsZMqmXV;a(-e_F{FMBDNTZ`26it3UE~3F z>*1A<NspA$+@z#b=tvf50}a?ypl!vF<z6?I-vIah&o`gjdTuA=8ca}QYy)`hE_72I zSP!@o+7D)e0v77qlEW*DKw+xjm{$UAqvjWYP5^`qbwO{12RZ57u5;k_cw#c>K231p z`=)!&s|_u0=0XM(Ku3+`K~~9>r4~VUmz9CG;y~&INR3$lS|JazuqYGMGXf_XP=6NW zE>K-j0$mOSW~UZ`Q>y}KV>jreEO10Cc$8*>))0f2Vzhu)V@w9KmxBty<m^PyU=+A} zvk8100l4uFl1eXytQamS0?mU!j{OdDbpiXNB%=tlx*2k?8K}hw@vA~XW_mhgK~!R1 zX<jmTZHa$Sh-(nY3kqS0Ii-*&EP{3c6dYY3x2+cB7pH<d`Wc`>UXbq;g7QIEw1A3+ z$?L)X&dbk)g#GoE*C$*DIq~%da5<Klnwyvh>8FA69B6O}GRgXCGq}yB@M<G?{W7RQ zo|{+#s<S~cq~HUoQC}=?cs^$zxX#Q5)hy6y<0BIv?pg{NQqD+(+{u%eo(Q>aLeWMa zoTfoXtb;~oz?|g#()0}2Kz3eY8Dya^WV9+7R7iuItl;4d@m*?hG9)l^6DyOzHAs3o zbod7`mT?h$`~v8Jr|aPRbxRU6Ax){bQ)j%L3fXIvTA7-Y3Au(Z88l^=3q8C9WKCjO zW=<ybLI_a)%SePaC(?5gA={9jHMc(73|`?L3_Y<JlyyNjCxCl4x%tI~rI{u9&}L{_ zY93^47&;h~39bAS3-XIga-iqYCgzls7J>V53a{5d?x-jRt+Rl%rX2GsL8~@EF}ifi z>#ix_a8J%J1|3-q5>x;+kif~M7&H|H3bV(};0=kT$>3FYnV<ubAPuDA%p~|~0cTim z@^ybJbjcf}00O6NQ2yS1u^(KafCf(zb8<j~YhVjgGPA(pui)z(3bIbY)dMW<2de}N zic&#qxxv+sLPljlelmE1uAl^x)U!c{A%n|T1-GJn=%qy&iKUQsnRjIl<goge4Ktsu zSp0le3)siS8Kr4y&_jh&!Ar|aAme!oiKU0<L-K-xx1WDFC>j+UeLRDM9YJ{^3OqgY zX43*t5Ix`5_p}w#JSs{BouC2|R47g^%7jej7#f;_JoID_WKkh#IIsxX&&mPqJ%aQP zL8B_r*=YX)(CT&Qe#D}~OTcL$IU~QIxFj<<8`2i^PK2}uTuU-CL8~{xX&=-a&V}7= zl3J9Op99|Frr-kZs(@w*Ah$}rSk?Qy30$p!YgF(k)w%8G_JW-Gv}+!SdfW^?aV`lw z+71cU(!7G4Qpo5h=+-cBkYuD5<wB~-oJ>eQ25sPgw&;UXi;^-SGgt1Q&3ceEje2@| zO5oxvwWugHGdTk~IsiJ>C%rVk6q2UGGe8YC@S3BlQt%|0ucIG$Z{Y&S<`mHJcBxg6 zH6xE3=YmVr1t5o4LRJXB+y@>&QwRp#0s@X}@a-MN;MQ$vHh7g-Qa<$j6VLz=WD+hj z546o6Qh<ZjW|bDe?#>0B`&0xSQg8-!Ig%5>$22JfXM&cqKyER<*mAM?!rlwup^}$t zr+~`0y!<lo%zRO5QWAKYJOx}Kgyuneu;r;q$&eGE6_OKkLHCM-eBqr6sY!DZ%Rwg% zLq;1w2ho<o7X5)1UqTP-&dz}!@1x-6=>|C<*wE6<2xQWWwadWi5p=XAr22TXVK2yG z3Wt|MN)g0L9dML77L{Z|&crA#0WZ9J+_>s-Q}^S>-H#i=oAn>;SpHzgB9IZ4#YZ7m z{W)bq5<$o77RZ(X&~kF{try_D?pRO&x^WjYkN|ND=r~QVWr@j|u$xzW^NVsJ=OGst zgGYa!c0<;47w4rWLT458v!MI_%JNGgo^eTp9KM+jTBlQ#pI-tw=OZ*PDK#fEwG1>z z3@%386O$l4Vb==KF<g+QOGaXGF?3D@x{xIobjNKbq)8W$SPaf<J+J4l0XL_LL3<3r zM_hus_uw>K3|^{|3b}Rud;_RC0}Av<GoiQN>;g4}!O5>UH7_Nz2)yb{0W^_Nl%Jmq zX<Y=Dz?OYF7NwMC=7D!az5sUwL1hT+OogJ<{DM@_<OkS4$*D!)LCS(uaEf*e@&t!$ za$*W}(Ya$@GWbLYALzXlzK#)K6}h16+rVL;jHu-kQ&NkI!8;0`%>|!3q2QO94(<e{ zWP*<k0gs-7qFf;iGDa61;^^ZIG7!A}VgpDju?%vY;qwJsKoX$Cb+RF~O+jJ`Xnh!1 zGz4_bBS^VIDzw0V+XB|EkXQvBChuv045WfXxF|KTs0ei4C`ixYh0rn4H%)6^&+B<T z8M5gFe4q~GMDk?NWEVJu-t1li*`?@O0Upi*`}us!`Ob5Yji^caDVfkkaz3C-_Q0+y z&P*?bj2|a~1}?#kA%(;$Xf5KASPGf-2`)_n8+T#Cg}u<rh(Vp~3mY!%1UnkkfJp}> z5|E=6d`lr?y>6)xqn#4-67wLJj}|9qfKEDttPoHLD5`=qb$s)SA@!Ua_?jEAU2mps zc|C0*I4$`mR+K}V*Py$jAj2-83+6LRN+EMUIf;4c#n3%o*XLaa4=NVtW<pk(WmYAo zBtlx<d%?44dq9m@q@yUp@}b8dx`M{4Kmqe?+Rm4A7lA7o(EK)N{t6_l;F6e>3OU3I z)SXKO9p;z`zu2kh@aBRdXaxWs#(;F(oj|KZ!DV88el~QpEh#Y%JjV678QjVQ9oqyh zw%*Kcelr)mFF+wX6;k7sr-Bm`B%haLfV;P#;|;;XpU<Z3d%C|F97xWP!>K^deA6-G z)dukDON9c^<(}YkUS3WDA2sG53{J|Rh{{cb?$La;aSLRi>Bb7^^;<{xBtn*KRwgEA zfM?$n(hqNgtZGimNlk?Im5MV!XQ4xGT7|ZFc0&#pD=kih)S_?ZO?WdMGQ^jXS_JM* zRzQ|V^-g)+-2txa3qe;`XQm`V4>QRJ9Z_0boSFj8k>F)ByFfFTkiDf(c62;lvKr(~ z@Bv|v4cU-w=NG#n1Ko2kYyfrSL3<)W)4ZS(sx$|3qg%r?kj|S;H#=^&fLP$MT=4G9 zb8F7+24y7BQhCTViJ+YY;DP{BM;8}>W*{L`EUtMa<)AYfpr=?S=0F<A3T2sPnUER4 z)QW;kP`4N|{hwcwnFlF@FDwT+2^?b~rQmyp!0eJl(6AfCqP)c7k|Q$<K+aQ0Ov+3F zw-Yn7iy?b&(m;pbLR-L~DZJ7WNOw-*%_c}Wl$%<V2-$v`3fgF#Us?>=yjGQ%0cm=r z9o~}xnRx?`DeMKu0XUd9fu;+<p$<Bf6*NKwT4)8%;@~?mQu9(E^Jd^F63}VmB@icr z`Wscy({(`eU)hiv;xXu;@iuTa0$*lY1exVjNGeTBOUwZmz>gZhW9p!r#B=hY-8k?j z5=dE;Tm(57``p&^E$23#10OSdbWi0G$Z;%hW=#Rl_$#DCclo>LLmF%WMVXMfhu6y| zyqOD`!wE_SwbejnOHpDrsBQ)ayi00Qei3xvcs97n2ucJBt|^c{*OQ(5Kv|_AGc^lD zE4=Q82J+#Bg^)Rgq)c%B1bY&^76Ep^Qeq}#DmE=YCmS4>p!N)SR9PV<wG^}>B^A8l z^F<q2HYGJF6P&@0Y&<gm$VTw!eP%Ii_-x6<S6kPD+^+C??SxkwAooR<6qOc(Cx9{_ zo#x;Y&{Amd*v_-5;Ck)wo+9wM9SWc>>V>`F(-Zez*axZJ!I#*957*Cuq>zAo$hHdS zAZRH8j`;%6y&-ueiIA91PRz-Lbx{I}Qgbs?At%IMpM4#2z%Z!11kdzBCPtGJK?lEr z!?YwHdJjx)X%S@dA9NL16}V^w-R%Tk#Q&^g;<GuOpe%cM5BO@$#G)MNb)FfAmz1V~ z!U{A1)(9>y74nPolfbo2R%$wAOy>gVKqbhrMj*FBe3qG#3T}obl|nY@r|0KEVgj;L zII{#Y5TBc$0y*ANAw9J?5qv3`f=3lNv~o-HGLth45_7<d{K3t<WYC4BpmU@l3zG9e zgLxo_2WNm&_RB>RL5@{$O3i}|UghV259n3^t(}K7g>nur&4aW%F3h{I1-w6R*9FLd z*`R_OvQ)1iwV(hT5xI#)MVX1|(CqHy=?)52(9MdFeIB`>)%>7J7;I}&ViNS8_t!m> z!6_Yb@&&kw=aiTP@vv`x9(0RCawc>x&#@>m2|APrswctswt`Ct&%6}SGUUv}Jdp3f z8*AD?>mD0dfGzY*EP`x4R7e5U8IVdkI633+o*c+1m_nEzWSKVjW;5{2KWJG@4)|V@ z$4%fx-cQ%g02e>t;(H%BDM6A^F=#0UWHvW5x1cD$46-6w0kqT^JnUYU3hrA&MtVSF z-{8!WR+^Vy3SNw)fVjICcJFOiCiHS3(2_IAvf+ZFe9-->`H*F~;8i>uE^Gn^Ut&6F zxhgo=uFt%_;QCZhd5~I^3OQ8+T#{~wuJ8jN><PK-);X~x1Kh1UGQSj@j=+mRK!-gw zT-b48Hz?$iz~+MDQo$!N4|0^1cP8jm188&2sVFlQd~Eg8*6m<lm6nvHCPM~k)AQ5Q zbD&4EgC<6jGxGCuK#B1A@?MaUjv*edL16cTI(@K-J*RxgRHSPJ*gVitT+sDYjwxlC z#rcp^FdsE^KWgZPxEkEB2REMfU4X3W22G`w<U@iDGzC_inV15}fuJS67a)yJ(EP}S z9U%8Sod+JVR>&>QDai!;=FOBfVA~yYKo|aj9IH^3nF?ua1SRHzXZ=9?-;yCosW>qY zyb%+mFtY@DhU4|A*JpvkP~r9FEw911RzjO0dqK<SK=!`awis*+Xjle%(w=ihDQH$8 z2O4vrk=U&lwu2Nac>054Rlyy42!?wiXg&mFBWTY%cwjN4G6y<f1|H;x%wlZ=yCLcD zQs_Oa-k=6CWY`dV_#rp~Kz>R|1Q+=a_k*m-OwEAw06^2yp!4#;1=)q&(3xe>Qd!X6 z6tMF%^O8$*p?eQNN06sNS{Y%W$%694bjVJS+|&}tf#)ez;B;C5zLX5C|IO5{H&ej_ zT2H5d&s%%CWDB^;a?j6C0c97^j5p{$rVATDyE$MtXCx(NKw5W>c_oQO$)Ib#Kt&Pw zgo-9masZbM8Tq-X`Q>@gvlFUPGt<EpnZnx{EpO(5PYVQH+|b_w&f4jz`OtgCAp;7a zkxbBr5pWQugI1}4!dt;J7jph7Xy1EIemP_dPYUF$LeLy6C;$_)^UFZaQAo)z&nr(X zN&%OuZ#Hd#-mdE$>f{Qx^TI4hvH*?EgIx@+4tImn2smm$7mK7Of=g#`xdvW-`*6on za0n%5<m7`6oduP83W>?!v)Dn&0UWNypqrGy)+)Gzy5u0YgEkjK)~VcDc>~-PQMj?< z#wxH&gYuIzK>Gq9t(%+eHz9l2L4{LlGGr>EcgpLzkP8}}LDyY_!UZ(m2pu5-57TbH zuo>*`#9Yt~ci^5xMhSQj!PPkgB2!cXs@cJA3`ndDfUIi=t%L^&1(&22WI)o4f_o~Y z1}Fd>#|HLeQ7U}+0;E_W95m_<*;ka8T3P~0d6`9!)-ANYOi4`12Ujf$j*w&Evmw1P z(1vwrVG7zywCw`;7$Jp})DlR;SRo@3+JR4k9-N;98t(@Cp|}KmxiL803UU%lK?ARl zK@HGiC)nI(a?#<nkjf+-bOr<{8^75G?r<#K@@f-!%?_yU0GBHP8TpXIgWWR0g=BD` z4>*d`Q`10)bAq=wJ?)1a%vhXwco%dlSV&@SCipnL<or^|;y3Ums-WRrP&oq`p-TiE z&vSSsc)=ccg#*|Rkb8F^D>htnV6|2*Xr~r9Y;!VmGa+jXU+f1DQzaHb*0n9&@@g~q z1Y!m6qD0V|B2a=qyr&4#Y=LCwH?ts4Ey*~%AP=%@zMv>S4RjDYv^Y;nO#u(QfD?TQ z=$Z}ixoKdl9g{)FFoTj8`2Ie~X2a~mdk!xLS*73znU@6Zbc2LZQDPqGBqvY`2VX%B z_FrylURGiXWK0S)W0eZp@dX~DNy&#CtPJipff6v-(l?8`-^_&+1fU*tNl|GsXl4W) z$BCddD4+pyFwZlu7_<yL8IthaQcIylUQsG&h!NC&2RXAC+MomFV6X+Co=6Gg!nLGS z$i@rj{M>?^)RI(4Q&6D_a>ILK4!DU8I-L{jzvTS9w9KMha3Vguqy)T8_7S+Zn30&9 z3$+}6h(Z(C_lck*>L3e}7Q9{x$+T`orI1rAK)2jNB0euOH5t+{3CYZZtXnR~DFyA< zP6zn`G^PxWpbNV%Y`w4<v`+@iEzitLDbC1D&4ILgz&q);LT@}wswxMEQesj*s6`5$ zZ3#|H0pA`D_E13)sGklQGFEUdN(HY$0cDTpo#5T!1)v>?;4mu#?Tmrsp~BM4Jjgn- zf+EmH2*_??g}l`CB1q+)UX))9ITlMH1lsLzOU=p2F9(m=KI>chWJmXtebAj`C5d^^ z^Z4>o%afsp{CJc?GO=4xDrhhRTtI`mMv$}sIdx1SF$Hw>U1kYn8839Y7~0OsNUTaM zO35#U4O{0HfDhjU1*JlHK6o9rf<L4#-48j$W7P`Cxj>+im{joOfC4B7g4f6?l&2<^ zW#&N!v@h(q0N%|AE(bwL33N$wK5T}wG$k`XDL+3O9K4{OF=!kH991BX6s70Gj41$R z!OXmLIYQggXM!F5c2WbFezOg{rA(ouGzYTwU*XO4EpI?MRG}(A5qjiEUMi$#`f}|o zu%>*-VH*lw`IX7wkphLh(iCvoNC9om2W?3OWmyHE#3V>PRR&rJ09F9;0`x@x2Rl|j z*a2C>d0`Le7Io-V40-vvhgX7izF4^8`I22AOUt1r92deo><enu734r778IGKIglm* z`1CRGl1~Mfd~lp3W+!HVgBO0X6m;1tsFW@OO+!Q4rq98bjVY9Y4r&5>;KII(onS^u zehH+{7*GVgO0Bp&zX+1ml0f@7z<JZLG%Y<5GROI5)|S_xP<*j(*|W{ycDq7lDdc96 zqSWM^#7yv-ocuh<VM+>#rOBnxWhRNa1(0QWpj!~Y#hOAQc!mdbu0a{JU*lK=9&|{~ zOoc8R0F5puf-3@r@WV^M!_p6T?*u0l(E4xC8o3Mmz=^0hGY53Y6S#+vSOi`etnhYr z%j?aM##u>uDrkc-xRg-v&ja`DUoM;n3Wa5BUay1<MI_~yLpmXET35W8wgtNB=S5=| zD6jhmgD+wR?UyRZgcR}KrFq5R&Tw`qG}Wi%=j9z<30+y>kzbTq1+ARjit@qN;XG~V zezFTZfu@jH1f4B8ya+Oy1S+mBKyI5TPE9Y(OUZ`}6a<6D2BAF|=c4>_@ccz)5#+`e zh4Q0KiAQHc*TeWELgrXO$ALmd$zE+}cr$MTD5)tx54%(d4h;quR-iNYp`{Y&+Ci{S z@^dpG^WNaAoj~U=z&f+V#fgv+yMp4%<c!Qj(7FO}$b$~u1r6(hIr*iad#Y0*9YxSx zL*SWnP*nt$4oc0*OwWYu*)J$c%>Wl!(Cg1YyRX2l4TZA{4{ZR;fYLu?Xc#iTqwo+i z9}OO21J84Sh5$05%LhTVW=<;PN(paQ$W4^5n`XS3vE+3ZWW{80X;NuX67*(R&`E0f zpk0YztDvpH-Jq>D;4BRqg-?a;(pM--EC3hl&syfcSTh$CoSJ%idf@DlTvVEx1D#6_ z^99}W14=G$J0N|sjKs<#8zJqs^rHOI0$5`!C^H2*X<J;G13u^l+&zR{S6*D63SBs< z0J=jgy)>~1QWO=W<{Vy|Tnf2J0Ca~oC<!ZESO^{LNX|%2hnyV`PEC6tD-b~E5koJd z$Ve;#pI!@&j&RU82(%LqZmvTvn!2zb+P^E#0Np;43fZHj;FMSj9&Cb6z=J(slAoWG zoeAlD6=W8qf=>Gb7jX&&rLZ&WKog*;i8<h0TL5ZVg3pHs6(jk{8L*WkDW%YoC?C43 z5VWD76f$rW8UYIM%xvflp24MQkV6jMwCs4b89ew5zCsr=un*cDak2SgJ7`J;Y-LJn zaWZHM4SJx(vrUtp&FKU?J~uxPbeSc{aF0yrDRrO;glQlV1<w?4Hx+d4)<UpB&;^sw zg^tgccY{Tt9iXijwu57$AU_YXS~W2Rbn1UH^awim!uqYC?x6x`cS><F^db^aNPwdo zJo*H=3J)~;1abxF>H-k0Pzv2smkzod0Ma2&0~HY<%?d#o`6;R3^aC1phU|8}u;aoG za6$%U3s6D<x6_|Zg&y~p30jm^oB=(E417#LUP&h8@&|<r6G3|qz+nWrc@t6uCm-Gn zE;yg=oC-?f&(?H-oR*)L2(8CcQgcAP6p)}oaz-hL1})MBJ25e{;xKskL~2S3^bk|< z+0Kb2;F*lve6XLMF5UZd!g6qiEJ_8f$%D)qfI~JUKM69&<(&$xqKXo$psR$z8^$3^ zh%)kviZatGp;NJ-OCrJk0Nq*v&3liVS3Yinq;$v95^$xGk_b6*71WZ>Ob1u0nRz9d zxu7NM&>#YBpaWev4LL1DAvZM-yd@IU0ZRq9yupqvNrfK1R+5;W4n3wK57ZS0ovjWo zbziUF@n&iVDEyu_K-#%wsYNM}8}4!vL6gsrWm({K1-?E4w4@Re0cDwx`bHtS5?mT7 zq~&B5fU_HDf5L_BAfF~Bg4d{mC!IhO@QwZ8tPZ|Ga0m3h9MH~t$gF2hBD4((+QJU@ zL3SeKzz2oIqC#*#UZEf-5$adSr7d~MkSYR{ut1y4GohQo!}604uL8IF6<nbk!QX6~ z@@5m{@PE+x6}gEZ7b>_X78RwIfcudO&iO@Prykx0+QbD;Dvm`(`H=l<pwc2g4{W5) zqlRv<``&Dt0d9gQ6elO<fwd|mfsO|PrMBdJXeLj}1Pz3M0$Cvhd<s5zbp>Pq^iA88 zH_O2%tto_oPFx3@>gDJRo|JyFd+F2uF0d;PZ#y!-2r~PkP?DMpIZ;%>yAnE6<&_FO z;5@k$(yIV(7|(=`LW4GUCg!DpDn4-hDEOu(=0PIS<?s?neE?dBk(-(asZ~J}Q2E7~ zu-@2><u}_wK2j*jfJ~tkrKW&7c+k*LNXdl6&Go6*CtL^T7jVu8?F`#`0i0?|K*tt= z!!rjoq5uwyASaNSnH7*xbcHwlpe0Fe;1QJKl1%8-ZGKKJq{-#%5$fy>(xC9RZ2>q> zc;=;~7Nml=bc4h%Ou7JWK`9huLf6cKTkj=_+0YS@w8J|f8!P;vSGT;GH}TE%R&atW z&H#;^6hYRigJzveA#H9i$W1N^E=8r_iCG2LoYZXa3gu_rYe24e+&JTLQ!_YegRfD2 zxO*a`g$ydXSM3EG4!Q0g>I%0~NC*7k?q={rQ!yyN!mhw5E+|T@Ooi-f$UVFe92N>; zu=PE`sriuOL?KI(FYE?oVQ55vLLjji+L*{HO-TnwHYhb^g64xk0Y2~gDv$<+V$k&} z`5+Anj?UnF)D@gOKnhY)A;WH<&ivGtw^L_;v@2xg7lDub^$ZU2^aG0&<tIYMhe4;i z6oK|9gJL!jv;+;(Mg)x^=cPi1G@LSXa+2~BA^EBZbbAXV;e{s_L6*4&<%2d1=7Uo? zcyUt|WCNgQI%I>5LQ!HdWXc?LPETbC<ov_TqQqQK_$w4w=H{k?ntzFqao?QGwAA7P z$UYQ>RM2H7;Cja?CqExF_72`s0}_QD3GsS8WcLiHM*|%K%PRvN1eOF{P?uO-oC$9u zC=`RHTR?6-x98kO(A*^`;IcBor9x_6CS+0xJk7E7!WQs+**38KDWDDsXcZbb3c|o8 z0w~lJ9E*#gw+p0JfKqcNXk$KD5$IxoJa898!9TAQ90v-Z3v58PU)XT557f*B*<O@d z1~w@-GZi{gpO%>eot{webOI+q7ih-@q%bo%qXcp>2KW$N$W7MUT3%0H@@6iiP=YLC z1F2PT%c;x*Z`4Zyol2IO3b`~iGY?eULL36=_JABxm6-^R64*+tOh{@~C<onx1U=6s z7<5T-T7D5^b$eAR<Yp7l{dJk3W%IDLiuv$c(@c!P?f@N?1KH1fvG>9*@D;yXp_lCx zmx2~4f}1}jMVX+5uh8n&)7do`r1?$P66nbBxh>~5f}#W5z6Njb1@RQX=gWWwnn9VO z0D2Lbf~OBCwI>#(LJ!~uFX9GI?I;w3E<6UwDi~Utn1jkKM>kNMl~(2#6+@#6w22=a z_K;-|&_hf>*)qQfv}Fh6GKHL+)O2viQz0Y~bgvND7vM$UnN_fT8sJMoz~wghv=_*V znpDurLC7|X;?gA8=6kT2iFtXMkTV#IA%!$ZGzWZ$708Xr8JVdmkfW$P{oI4WzPLW| zI;2l>u@N%M1Ja^Uo|&2hxk?~EDJvCr0d{_V5@dwN9d-;1C><!ICKe@?ra)W04WJh0 z#h!~D&~x94@<C^irRG2e$v~sxpt%i@C7>&>E_Q>%$vHDGFEJO|MNLY~tN_KvjrBKM zK~4nkkOM2bunW8?W<NOQQc^*Kote;kvP$znc__IgH3fQ2UvVyY2nl3>0_b)iaPrK^ zOwRxxZwTF{4LTfoGvuyF_ngGy^!##=`uy@l$o{rm$Pz{`=t=Y-M=Q7_mOu{e%S?q_ zxT}x^ty4gov7u{)K+GcW;tqc(0GXSamknJl0lIL!v<Q4tn1UPhuqRNh0Un&p%mq!y zgX>aI!#cSXlyIPpzmlTFq{J-H&AuQ56^il`bHNIcx~`D3;}eS@10@R3OF9xupu_r! zMTsep9*$#P3S@Qlo7s?+MNUPaYbZem=Vul{*Q4Z@mK1|}h#<eG<mW)I$$GkX^79t( z{VJfvb>LDx3Dm9tMVo?qCV0*6^SR(VG>Sl#K3F^$dSohSN)%i{Ko0ax%7hm7pwrSp z*5rdv*#l<>P|G9_ZvW$^osXL#$7_T3{({dHecZhHaWm)$OmLbg%_}ZVPELiadQ|W} z3_j}g#Xj%`3WcK7^i;@N>ZHu#eDDZNY6*0;ZfPFqC`ib1*kbSy4W#n~I;#BeO3+#5 zV3(DGig9pC0`;NuQp!Qq3D|Q^sgTjzV$jb2<P7K-Z8E4;TT%iU@CNNshb;JpUI=lq z@xq1+doFAM_r%h3@{>T9dVxC{U@KBm(?M|sYKeifSqkW=Jm@G$P=0YHxS5ifoDEq6 z3mW|_PX!&_33iXKt1mc2z#aBX*d5rQZbd41a>)a7o$#}ciBIROfFz;)pp~AWN!1G* zL1{oCH?<7XgHJC?OiRlw0WanNwe*X?tsn)b08p4HWPvsdfb9y&$S*BU%u4}xq@GWi z12Sd)nm4nyfJ#X{EwH<S9K*r7(sD}k!GV!k3GUq{=0PVqvmlGG6@oKTA^i^p*PKjf zSKK)xu?TWr%$vDe-gZH5lurgNVE~y8I!y&s7o}$=LOith!Uk~nd-sJ6pwdsl1vKUW zDRN(TFL^U<B3Lvnu?#x$pb!GOWEbRW&@C~L`M!euD##V0Ir(|elg+YIb4tPfP036L zojm{<MN)9h1P`n!fTrhN!G0{sgwCHT6qn{fx~936pcU|tDc!14$m;sTosf%)L074P z)}w%CPe6`P2+Pa^ueXkj1g8-2@I_t;Xp#<kNtq+;a1U^1xv&pB)Uq3TdqhqqWSzD` zWMV$JOAZ>40NqRmRt3KDu;?&&0TQ@*=M34a=I`d_=?qS8#rcV#z6&^viZe4aQo)Nv z6pB*8r@eztS^|4A1azh-DEJfeQXxb8pmQKW_o6`7hdSpcLZ&moaRT16y!paz(8dsu z_QbsGOvoUp!fVK8;mFe5T=3xO>kW`awfTAALDbSr@F4}@fGNpHg$#V=mKH(Vej(tQ z5$Gslc_Qo%-6GJrIMBYBM<Qr>Hpr<8sYf9jw0%qSG9inM-_8VY>VGp0d`(a?Z01>^ zD8DovGSQQFcolehDLDtabhb3FI2CfIltM}>==c;!-x<_ADlLI-k0{Rs4YYwB?V6JV zUONrGA_;V>8DyPnat`R+OYopWQGQM;w69T;nv<FauJb_mBZ21HK%u1&o}Zrr9&%T3 zhZbB;sd;&+C6G=yxYq{C0hvd^3nvr`KodKVvw6T#>Ib?JG6TE}BR>Z;!wyb2;5gZL zVdKS4aM<`j_dbBn`hd(==HwTF+8iLG%Tpl(6rghJ0ywO4Ks(AnK1@u>&xK@~v`om& zQ0M#3H-SBIvH8Nr3p*}AMoK~V=@vuA>OtNtgS4O(3J!zo3(&k)KFA@5*XDp{Xcf{+ zA$>PrM;}NU0yQzVU)X!G`y%8{kg813JvZPi3BS4yY;8(v5_pOX<T{1m{L%ujXaH!f zQ66L#5_Ag0f_AVlco9+ov|*5$3u>i6tZM{KAc2xBWO0uI=zbVzOAIve0$v&RVmbKq zw1>MEgF_$(be|z)_t4%88!l{zZT!601X_jxb`I!zVsJ5E47$r9uQ($ga+T=ysn;i8 zhg>n>SXz`1-7n~rm;){*L039MhL=F=H51c8S95?p4oY>P!8Py#Wzb36(8>Fv%<NRi z5?at!;?1C=d%!nTLgFQ@C^a=DKNnnq=Vc}*f*A{zylDaNhXWn$R$2v$3kBC?NH;$* zDL)U=9SL?l3|$PDSpr=<3|?wg0`AU%Mz29_HIP?ROG+RM3LX9Yz&kriG7|G3b9#>c zprC)&*#H{un79a(#uJM`=g@;#pdH81?a`nk0ij#93lj56iogYgg1ZOEZRa*a8ukir z=5BetsRMR#L0KaBoCoNkfJsHApfN^}a}->2p_|uS5{n@7%BjVf;6*$-dLVlh%0Mdz zz~x?6YEf}2IK!3ZK=y|Or6xl1Z4hWhe-U_!RG}C&4WF5p4lSlZbJL(UTVfGp5oZ|a z7KsdSk3KOuF&mOulM+iZAoZx93n*g+LkF+k&YbdQ-cpdq6dcPS(`><xknRYmtpy4% zh2qp)&^iimY$*hn7J>KKf-d+4=V$O1RPcUTuy2ZC4b>^In<Ih}bBhxz!Hx|q1#Nvz z$_Ev5kZCbr(4~xEjc)n*(6zy!@)mjw8px>%(aK<FfLF-vy#T3(!L3%1zD&^Q5yaz; zN$IKiMUXKK$7IMFN`=Fa6%OE~Adu-9$a(Rgl}I@`;G3uvpxGF{_r=-OAKVL42nOw} z1V_z<O`tO~K^7{cfR;6bqc$L?6nr4ZvsEB>2INDm&dE=Nl%?sQ<J*%nO2CC-ViM@w zQb<O2FG|eIgSa_2F$Xkt0*Zjd^dmFDp_H5n+W%MuZkmA`Hwxz=<8~Q`m*jw_t1c|O zun6RWbkL+cIB;@6*HA%saTdeRW4W;D;<O8U!Q~35ZJVB#Sq1VW$To%Y{4B6{%0VkG zKxRB&v*yW;hNlhPAn9|P&w+Ol2bYwBCe^@UkaBos8YC?j<fJA-=I~SVpyx7zHmHJY zP6hvxlEiXwsjmP!7zr}cm7EB=Nf~6aLhjKfP;e<kf^(-rcw!zzNfPMtT5#%DFfum) z7c<2Lsh~NZ63D=7YF-9t!Wop-!9^KpurWUcyqp&7KHtoo637|2khRu{Igm3@T%cEW zB<Dk_A&|GPued(pI=IQGaDBpc$c{nK!SP3DgSJ|MR4Al^+F)Q-N@jivcxE~?4{|>= zDC`wHi!vdx;|V!nu(&igH$M;Bo&>c@AQgE~A|!;KZC>%Lr5_vuhjv?mLf~cFBrvzE z6f($_n_mVwXdUdEG*CwxGQ;FrmY)N@P#SD6==uv#=zx}IC4v{|frO__fuEDr3tCus zvEjmIaKz^(=4BRujvs&xl7L2gN;1npJ_D_;ya+xLN})UxvaBI9uOuJbA3nGCd?P63 zUf6nJ52zXesRwOUfox~b%+0KV6c=x1K~A#B&dX2EhOGMqjYmV8svrXtJX2CZ^EzO* zM}7``XH!9b5~QS7@Cx+-`AFe4ba1Ev<RgW18_z*b5_C%~N-r&jo@MF-x)U)Gc57P^ zc#H{LM-=53WPqE51)#$s!Am_sZU$Wqp9k(DdWJymA1uy1ydpUV+@HC=;`%C(qU21_ z;3C-8>r1Xr0SPI17NzEa6(!~+Lz?k#n%2N>hc3v>D*#;x4o-+Esi0++;QR`T(4+Gq zOV@IaY=j&Jk_bJcD(~>p^dd+nC%3XB19U1OSicK+$PTO@9QAMJEqpT-axhI&C8XQ0 z_h=@#ka0<cv{K&o?g5v+kPC%D^)fiJ!KWE)1TO;uUy1j$X)`FL1v^H9yyOd-QYix0 z&lg)j-LDJ#E^G#kP+f#<aCkjw$(!krN%K7D=Ao4QZ18{p$du=+AjME}Rbp`|sKfx> zj#84DR|*N8VDM4|um?b!tROR63ZNU6AYRTaN>9y8DF?T<6ntDE9f07B#B6YpmXios z+n=0~lL#I<RRE<ENP`!&_7dbwa0*JzD9Xu%WGMw-&_Z!gkQb#w_Rkz%kemtG^j(&j zk_zs!E951DHg-dgr3wyl4RZx~rZgA4X2Z!5I@WJ)WB~HgW5{9Fjq^bqh1~pH(EJS~ zBL|m57OpEG?vaDk66vX_km^>!Hx<&m2ug)?&We*0)4+QW6cRI`D|<ofjG^1dLCdX+ zA+F6yErMJ%6{8N0)>6>Pr^TQ}KwvItr3+}433SlX7uMhK0G}=eS)`U)0ooP`%4pzZ z?3M^w73k^b59T{VXB=N|08e6;=7Lvaftqzi`H+E#l8jW)dRI{3lt3EgnW>;2DrBS$ zx^NA&j|y_?J*Y7UKKc(7E1=EBjzOM&ptw-TgcK2prA4LS0`kR*jo{D>26ZM=(;>5& zPN|SgQgnDpI(T?S0ldK{6MCj1cx%>Tka3wQnUG*k&dAJ#s0;vY>ntwKfuuXoHAj%f ztU_W=Nf9J{h4=@6y&asI2Whu>Cqj<(&o4@ZOdS;ES0?6^K<XP$7jT+*x&+)O0o_mu z)*RyD?+bE5elB!LO3vXWdFjyg3wfoWQU25v&}c&_WT&=YW+k}5IJe{6c96cRO2`Ht z(ES<U5C}*G9U~51hzo8qW|lzO0pN&$UbXC;pPQKsa=_u``H=nR3LdGMDd0_b3RUT# z@Kz{F%}azItpvKK7Zhy@UTz?3GxH$Jc@$Ffz~kSL*}~+E#9VM68GL_1JE*w~((`cF zZg3I<_d521mJfo>2Q33Fg;vZ3sX1ktkfm+~i8+a7MUZd@U8$M~Y0xC*W#>Rf@ZL<H z0J=o4AG}grA;b;rZP2Yid8s*&a|bT$x!8ZP5iAZ_iUK`xEB){`&=KPx4=6Y}1%e#~ zS<nE={@`MzI0H1r2GaVtX*Fmlu4zBmv57gL0Xp!^2<U2Wkhc^9+(GIToN_WjCsTtP z(HDC_<=usSVEM<bpb}9bJ1?;Sys<ANAKaA!A0-5~EEm)q0gpdl*mq&ig&m;HHQ-7r z4|EqU{5;6y)VyNIFgr*Rv_I-%52(5XC5s$Ly`Ga;4mx5VdO%0<;iV~%EolmwkikZ< zAChxY6Z1+THx&3KLN4$)ycx0rHY2eJba5VZl+Pu#xS;g#N^sVCJF6FDEx79hK05{E zH&;JLu-{WsL1X?UkkTs&wvxgzC$l&oyw>g6v<)vB=YjQu)}$AgWI`6yD->tuf!5+f zf+4Y}q_PN<8WjRkiy%j6ftqEYmI^p@6mm05APZW+{s7G_lx0Fnlw{DI#n5xbL7S2* zAsIO_FE15xFnbQHF3*JRNvecQ$t9K~CPOMT(A4fe$Pv|GN0j6jKn{FPPc4G%4tCDZ zO@ibcP`F<NUrdvl4b5a1CV{)skcDoEput0!uL_~7NOSV@v-3;Ab&!G&v?wgf&rd7K zhistqFM>_<UjUufxf9$(&qz%yf*eE$U0eZL4^aZ%h+YNm*nsYcf~@WXog)cOY8jwA zqrtX=hTaMx^V_9)pwSC>XAyK|JII?yHs%}w&mSoiLnaU)2Mpvu2cpUjFD*(0I|Q`I z6*|uX?Y!oI&mRQY_+;;bryIa~HJ<hC0!0pJmISnY2;>NG`v^Kn51I=ApUja`l$Z`( zKMT5`J}(irH8e91Tw5lVK`I7?w9=fkOvv&*(4<CB130^af){l9Nl7X=?m)8ypu7t@ zN)2SC!mI5&UTxe0PH>>^NM3R#w3iLq<+Tl*CKVjZ@*(U0U+ruF<so$!a1#l<xH=DX zmnEbZ`*tGOM(~~_@SqDg#XA*cmXsvsK??Q9jWfZ5pb-yPSqYk6N`_3Er=)^LLcopz zExZTaiwj;l2s&Ll3F@vS(B(7W-U;X!n$%)Q|2r47j42s%qP;?1dd88Jph7D%rxLQ$ z<-#V=MOC2k6zplx1&q*8%gcDU3wDM?Q9ft{Bqs+vwoqCO-ouuc2_DT*C@uk=PYf>T z^K(<dr&ojGGY8b^f-Hx7)7<fT;hZ<Kz<b^l{Gve8iQwfp;LvhP1f9c~23q+Ias%j) znzYg!P;iEUr->AbK^HhfPuB;XAXiWVt`tEHtL#+hHJOK(AK91<IYB5ZGZ8vE4mzD1 zQh_@smO&;hK$om1m*&8Zdh{qw&w%7+BLhP-P<f<K0bYNg;F4dIUjkk7U6xr?QVLx# zT9gX9=^K&*ODZ8#jiAfxGK;}yM}YE!LQ;MX_zcLGkiBD|UAa>lAlE2>4!Hph=YxF? zooI$#C74*02`L($P1*l+7i2|FW?mU|$@9@Ysd<o7ZWKV3S!yoC-3pG`;K|6$vP{sH za!}+dyx+bH6p{*Wy63#v1Rll)E$7L}1kY{+c{+k6AqgJr-hh1QDUZ3CIpB@IsW~~2 z;;JYyIU9N`3TPB9wFI)*Um-jL+Rg!uPk@tXW_li|uM09S6?8T?*p7nKqP#@Nq^m#V zcnfe4y9I;ugG*{|em3abTJTJIVlp_xK#FPb+;~}LYB@MlfRY60P#Uo3oE=@jW*=S& zYORCPl0s!_ZYpFCIA}HsRM<mq3CT}^OlpC126#p#5z@y|@CM&CkPO?z4Z65v8)UCc zVgaPt7L-_AkOVq}6YPTIqSO>nYY%L*M`lV2w8Sn3T{;5Yqgqr7U6JktISDosw9u{y zl1U2kvr}`SqgbytG`!jb**y%-sHvd711Q`S%2G2S4MIb6Q&9SU0p3fPn+UlMGYu3} z;KA@W3qY5Kg1ru!_kt|aGBPy)-^W{84B7MxI>HT9jw&SP7UX26fw#yh6ci<vLk52G zQ=n6e!O74?$_1bc>Y@Ga%#w`URKz6!pdKT1tRUFgKLm1RC#V4gx>Oq+CMo%#u^O;_ zkPRr{Zu!l|o8aY#B}X=b*9n1Fz=5wW1&;!QcOa!gjwW$&h1?|xx?CADeW&2;2)>T% z#_}7Gji5=O)9@kfL#NUr$icQ3_JP(PK!*j2Am=uM&S^Qf5mKt}yVwLO+%D|C*aMD8 z(79MSuu0IcOvt*8fW*8+=(4w>)cm4!$Z)1Y$YIC^g@Bw=$Sl7<_^1-FIpCFlJ1;<v znR5cI63++sbxV_>vm37`%y=^mQhk)>Asq^sn34k-AOa1O<duLg$^yq^Ze}WE5<~&C z8z0mH$^fPJ%xq}A2ih<It#yiup~oua=9fZlX$A*8q^5?f+fT{>rznq9=(JC9VrdDu z#!yHsF35!5oCLYj6WkP42u}o8nh$ra2gj5`Ip{tpkOLHqEWqhXAq+abk({5CpA4QI zzp&wAi#X`+Z18C3cF+I~r11l;NPEC_enCcMaVF@>LC^pKDEDWSgSYObmOv&73yMJ7 zanhm3Uw{@W6lES>m6x2E2reU_1GalFKn{-sU4NFC2QF|F3P9&?g2$#`fX`wogPoQc z8tmc-a(O{UYA)Ci(9sr|DewfEmIFGy50aCnZF#dCGJunGcqKS^AM9*=umf@c<m)wi zUN2k#j_)*3g#}xW<^$P715WtYCtP239Wrd|S^-+S0P<rB^vuk#)FSY@!^e&LA2-f_ z+z1&aDb9rS?ryf-SPzPNNaqY3U-{+G<dd0~Qko1N##3+uokE=nj@HB^$S8qZW)5ib z3_QKEe$Q)AyC4a6A`&>GCzfR7K$eUog4Vf#lLu%hI4=`2U*rz$BYLHRCK<sgAPIJ{ zcTy&_7wYTj>;ZBgX!#Cg?hSPJBlLid;$lcq^=3L`anzfsEw6V%!YU;*v8X5`71Hr4 z$uG)-)XU&wf<R7HD9uYxO*_0K1GdBxbTL|fE;z#?HZBxH)<AiK4n+f>^Z;qsr>7P{ zhHDdZil9pZ!;2EZHwK>XIS)Cg4bmk5dD_{-)iub|&mH6qh3w3n{Bm%`n*zF_D;IRk zGi1Cw1yndg+C88t$Ye;>nw*gc4jBa($Xd*&dmx8*6qkU`kpg#~6+)rY9H139nPrg8 zaS9=>L7?=f;CvW-+cS8v4ahYLdHE&fsd<o-UfwKkc(tSB)y|$b%OSV2fLD8^z!ofn z*TX|+Xvz|cQjTl{Z~RwC%}WHW<N+s2Q2hnkRs!<f)9p*2?41J^hORRNH<A<*OH(qF zpo{Wz6LY|)ttphHf|JhSHQ-rW1@{2R=(b})0XUgGZ32%7C=@|gr8p-RLH06aCniIt zIE%qIScB{Z&2T}}Y;sO!Zej%}hCw%OfDR?S*bm|<_$E8&=jEkB)~;UI2byRDrS{aK z)Jn*1ckndp_6vJKq6*20Nsy!!3|*z~n3k4b1kS!73l)kJiw-XU=WEchwI!LkiOG=8 zdNKGQe2^J>dU`hc;3zOOumA}tBql?zy>|ocFU^6hxGDl&fmM<ZNrsS{0dpXsmI7){ zr9uaYGg4EFQ<D?3A?0T=Xq8?OxNOS>Eg#H-F0}&tGy^m_o{<T?$K5|KH6RBv8GU#U zWDOiR83gB-Wu}%uMk72+5_2HOxnw41Lw1%rrj?`?f!5tY2D6Glhp2&@tT~Y3mvqn- zmq#H>0{lQ1!GnV3X7i2ZHz8-M6y@haSG<Djvdk*z1!c+kr9~y6TZ14=9@;@M1lkmS zVJq|osqjqjIm+O2?ZST0@BqkU1?LRdvg5GC9OyOZp!0*y?FN-~3f|zgF3A}=rNz*| zOHBh^$qf$oko-Kz+8EHrGe|%emn4GkOay6uvbPUpMNwjL74(Gr;QTzus59h}g~v_c z<2e-^K}QCGlqwV?79WP(Tmx!$Lw2wx=0VTAElDkcOkOMaWai{lg3eu402e8+8VI^8 zHu>meQ1Srvm_W{0y5$Xsat;XtI~r6KgZR&9f!B9CCqhU5A2mP^c?6BaK-xo(8&^JV zf*h0gYQqHZqIb|(^+m`!_}s&*ia`xIJ$rDNmVj~rcvt~ElMNoZf3TzF!H$_AMIoi& z5-=sRxTGjE3A8d0vP&}=+z5y6%1q8Lg3RiG!s74}(0Okl7O3|;2YgpyGH7fXv@QxH z3_7#m!WK|onLOw9GSCL`H?yXIOTf@P&{?<O&NwI_+@PyFle6<dsudthoj`}xf&-+u zAQN&@M+*3Qgv1=MOD{Hpmdk*Zf)9c&&C3M!@Ig8fK{H`siw;i%wG+W-L4wnMdJ*{E z7?A4}5_6OCA-SL|vA6`1DPK0seA>|cY{q(UeggHRL5rio+vya7Gr+?YiJ<f6Ap@oE zrHOg4wFFzi_q~Gd=h^~33u_-ZkAg-L3o`TbKx<1OrFmE>xTU5L0KMMbH#M=i6mo~s zvpFlk)@J4vr-P2f0Z&IiYhCoL6+DAkmI_<12EGsy<Ofha4Vkb>&jF8lx<J+tE0pHt zmO>V{fo^1O>H;T#;>6PARPb1sf=f9l+^<i(z6wMuI6<!?$tx`at#k&L<0+|-BLP4G zs^F9g9m)j_?}6qQK-w;Bf}Swo1iD%qtSL7&Gbbmtv<Pe;_%0Vnd%qwbl8CR*ygm(N z;Ng|&kOBI_($pNtoJR@hzNb{!$X{k=-eJfF9QVX@NR{gp<ml%D(wvi;1Z{y9!MaJH z{PJY?43Mibb21^vwSZE?;l<#pCMPi)6kMPMB9PXAg0H8GC)km1=Cr(>ItN@Pfmev{ z17F9p4|+2<DD^-GZ$L}bAlr2=fDR+r4LZOB?B|P(7aK2jLl*uk<Rm6%Lsx`?#;HN= zHs~U!S35SmnKuEF3L)(ekZTo^Av<+5vmu>D1<-w+kii1b*lB)xejaqB5p)q@UJAIk ztq_utSyTe4MT&Dl=TJckpr=b_J>4)76hxr)`H&V+VClo%6TxGnkfko5CF)=m#W|4r z6?6v5Meq?{ndv3afiX}FUw~XmRFViQ&OsM*f_wSkJeraZYQey=x<YYgUMb|bvVtPe znIoWG{E+e(v}B_Qde~S<KIkrDaHu(!f(jbQp?G<qn*%`+^mJX%vyKU%$n;Hx=JIAx zDuax}gTu=)9lSnNp*SBBr3IjS0YQ2}A(sNl&!9!V`H-fjZz5z;33PT9SbvzOGpM+G zxfJXR&^A%fd3G1}fQyS%$Q1{m3=0mU)RGc#wo0yo_6I-<7dtNOxCj{$_XV9{2FkMF zyx$Ev@dTWvl5;@wyI>QFGLyk6@Y$5zkTkXf)H?x}j60yG6&ELG!0xaG`y(x<G%XG6 zI&i~e<Aoj2>nalq@*!0)=(vDn=vmB3MTyV`qk@|!q~RBw2kzr2SZjiuP?nkpRayqx zg$h|=oST^nt_c*9Ku1=9t<41uH-HN*@GUr*iI6j%z;cc`Nr`!oQyoETQ5(Vg2m3GV z1<j0r>`?GY&4U>1Tnbrsk(g7Q4^HcarJ(cpAk&oKMh>Lq8VSvZK8fj&h7G6@3^^P{ zAtf;#()VypE=^3yhqOEs^U6S%A%biJ9iI$2@bLA9*>9${fE|sfXNw_6yD0c1LVKT} z#deS~Ccm@<d~g8RQ{W*6up5&S)6)~v!469;%7iEd&z5IG*R*!ec{6<itk&6gu@#&@ zz;^*EfX;=5?aWUp$_E{O0Ur8%KCA6<<J8AZlfic7B^E<Yg;8+MuK=aL2uNcKvZo8) zH%uxm0bNfEPN-3dkOqrmQEqBpCM2UMyx!jfIX%)XAJXGjaCQQhi3-K}#n6svYEfn} zr2idscqMqk=J}QlpyUlY%ebirJZ%f^`GNX&rQji3g*4E@b@0|*g`}MP!cs`X7<6-6 zUI}!hCNZf9GFE+fCFrQb!z)1pZs6bpZEGtk0XH>Xc7P&CA-@E=GBBtTyvI}FQQIW2 z(&E(Q{Ja!MHxja6CA9<`eVKXS<}+vsEp(tN5!?p>1w~S79(bMh(`j>_tpP7ZQ^?OL zEdtl4dHK*jK@w=e95_vb3Jb_aN6_u>X@~cKM~4-16Ek6}H9^CM(56^wF{FGbNQKUN zgGP?Q^}Iq#W-)Y;2B?&{um{vo1w|(4vd^jDJ;jMhphfs#AN!U<uOx6ug$xj+g6`0Q zY%g;u$}EE<=#tC=(5h3ADWL1^)4_QrzbFN=Ygz$xG&gh~LUv+NVtzK{_TQ9z$WDVq z&|Y(}-XKqRj}WlE0i{KdRfnK!PcJrsws?R7`ob>ATn?x>I=m8myB&zB@M`0Z*9#$I zyP!OLVL#ZA@O;RS^^+aFPuK4R7ti3ja0m2eQqZMpdC*<0iKWnsYr$K7Knp%0`2dt| zlQY11NFgKxJiPI=b=%W*^T77zB$lQ@2Q9rpqXVf>4(QmFl6**1W@bRfpA|sc3Lwcc zI1{u?2vou<q?cx<fcK7roCis9iI8#Qq|)31a9RLuM*^jD1@L`X1x1;~us#&%<h{%i zXp1PnI61!n5+A;xQ<satV;0Gk$*|+?!xM{&p*u&CN{fo26XsDF&`^51uII@vNM9$| zF~|`-NTKk$Yr?DDpp5;p7wqAr)Wqa`@Cf76-gZ!h=I8=B90GJYSJMn|ET$F}Cqp*T zflhx(Pla~ook6F*K<CPe^Gl18Aw$BT<9tEK9zv?WAb;@XgrLPenb6epW?l#MDour= z!&@MWb}mf406vPqIU^CWKB_pQC=)d3k`4~kqSVY>kQX6EFzA>ZNUQAdp5$zBUQ#Gd z%t-`i2Vd}YHQ?luotOjZRRx0X`vG|uJdXx#r{se#k%Y`E<w1{Dan6VAuT*%mV<Fh$ zlG382QqXZ6p!{70^EvolhsKMLYu*m8OfG^P(g`|n?rj_7<foL(;&f1r2hykTW+&w6 z4sh2pwHRz?W?njE3votiI_R!2utG<tU=R&Dq!?U^XXX``rln<q59I`97lq`a{QPW4 z>kc&a2D&nD;T({bH{DC#f?ZsknG0GO1|4j8-2&UarjT?Pyxj)0mJd8|;N$7%4o-!c zIXR#<4rpQ!Y=;YIW+ERlBV=f4W(ZCLA)wXFU{)?@5gjNn6#^2AlOY=s0z+NFOOU|h zy}Q9v{5wE948bnS%meLP$%Bs51($%13y1bgG9g#V6qQ0s?9#lVRM2^>pn3-6DFrXc z(a4p>nb5luU$5HmdM@N1mbA>`3`j3w<(4;Khl5tomqP2(-2C(-GeN1K1h%0iwdC+h zu(I6JJkXuqAkVy+-toG73COBP4a*ck*}^Fl?B?S9Wbkk-c=4G+Qc)>r{GkNG1092# zpO=^gNsM`i*Ooz>#A%>S{2*f$K%Ftj&aV{EA=Q~kTd7lvk~2XodLZgjGNFxtlv2oO znu2>U_#Tosb9cawYkoVu<89Aeu=>cvjC^o&1=QyRof!<uv2W(A0Qn1apWcOC7j}Sr zlarbT8M1?{(FE5@$(f)%|6pUT&$~YFI;eb70IwC>2fa-Qw1p1R8B@s2EhvS|1;3fT z=FPkbkU%L1U-k{@(kp}{CS`(Gl!K<4yTQp7)D8qU8#i3o1PXhF{K`^DFyto{Wu_;l zfD@jAV*$9@_f9N<M6W_}D&!I-1;?D6BaPqz{hJ*(z%wAA!>TJGODGCb3m}7?kU4?G zqD<)W6aORgb4tPE@(Qky1BCNS!6S4|kZW3!N{iAV6ZZ<iPLMr|W(EcZ;KUD_DTS5_ z;GpqHEh>UI8GILDW*+2HYjB?ed=vvX<tOJC=R!~6PfUZ}Y`YPBxm99PDI{&DBtlLe zeB8M9abr6qczQu20id?%1@LhR;I;&KG+hC7usLLS9K6tP8z>SLoLnJONT6jZ7j{DS z!smlVB*0Mzx_TRwQNYg5&d-HhSgGKY30VUil3J7qS$N@}a~N_GKd3>l6S7qc+%N=9 zML^FEODu<OdQMI(f*cz7Yy!AO%mgnZ0asfJ#kt^wq!3bCk_esvRX8yNyded2k`QR0 z1avuPVoGWu=&p;LO0c&Bic&!}WgciP3Mlk4^HPdRle0kyBq=8mvI<wBEEQbLf<2R* znSU63e(ckp)@R+2!)J;>E3}iqy^VCxY~JBLNzjcJuHY+}L8gK3=!Mjm!6Bh8u72Q_ z2YAIDI5=GnLkf=kw6s*ny`Kt7dU_y@*{ONZ1I|D@oIn`~oZbsci$J#lL0e!x(0e1_ z&Rzl1QwnNGfEWrHnR(!Op2K?~`;Ify^B^^9hzDdBS9%U~r68!1gl){dvG`^i^zQcj zoSaffc1<iw&PauxJ6xQRm;xz;i}N8{?G#cAG9lHacWNr^*1jy*-fB=$@L<VQP}%@B zAu>T7a!_z9fH&GeHqI1h=A}W;@pmf9&#M3_Rsfw_2-;o)4x}>ZJshBgjH!_MVFefH z>diMZTi&!ldfUlGsj1+8EqKQ{qzd-QFG>L?l*8Lfz$-dJ{X#%RY7k^IU1lCARe*MK z!CN~ypsO*9ptsGGgQf=|U2)LX$O7nG7qrU?Ufc#M<`h7Cu!^8_8YQsPsvuXsL%K!^ zNzg90OFr~&c<>?D{b1c`IjO0zZjdi%yGvdw<O+6|qSVA(@SsyR^!jm79gqlZZ3pBe zR)Hh=#`+s8!Lgp53cYzGxCAtF0iGgAOU;3tlLy{nzTsjcC{7dt%D};#oR|k+*{$G_ zS_Fx4C&(Em;D{<t%_)PfpC|(z;S4$0RG|RU@KeZ3%*sgx=P2lO-wsea1gx_Rq!T<0 zr;rZn=z(3BmJhk~_}L1`jS0cY8K67{c8qU6_y9xj8af4M(2xzZ-poiWgXXKWqSR8z zPVXhqjgsJ|I{1Q|0Do{h1=K<Vr<&K@TOm0nu_!U8vI-JA?mnKukVYryDm`$}DujXW z)&tcTt&jsEZmhZmUcC2w=?bt(Z<avrlDfX)`qb-?<GhPOv&G<?4<51s)vb^O=Xzv5 zq*&kZx*yWHhMwmHUUm&miUp}D;C+6ey7B^e$ttJ`TU1a49e;eadBN-Tko6~yRjEZu ziQu&~plJ=zbs*rdeY3dbO&g>DP0cGwgKnQq&M1eji1SD-0-Zqtb|C23;>5g^qD=6> zMkOpKrzU4W5_WQ8PG%C+gmBQYSm22ANKMWLdp;6+Y3q&UH(PE%&WbKbElvb?QWTOi z)1hM#xrbNgfD6iu#7x*(T18cr1&JxyrQk{pG#(6^p(}w_kcoMqf(2}sdnUA?Pl2t} zPtH0r6O>L9%ORyrP%89rW%vA~%+#VhaQG=CCl;lHGeBu>F}NS109rE%DQ!VlF6BTE z!vt@V0IymC2VP<h=uRZC%>kLI;3N-P-Jg>QDJm86b0D>(LP}{dbm4A#5yTz3dU|>w zce#6j*EcBSrRIZj@Wu8EJ3!4GPyk%mdSTmzEuf$St;Gf>><b$&HiJ&i0O@?&3t84& zlA2qP584O~(xZ@)UkX`9{b&Yw$DP8Pjs;-1dWC`xDFK^SS^}A1gmm*0A%$*1QGOEG z1W?NpGQgFRpI=m-2x%6k<`#f1bSMTd%>lR1K!b4oV8167L5t7}lR@h&K#qIfu@9VO zz^BuJ4pjl?Y|t@vIjKeEshQBpNT(vmA@vGrnOR`<DXHMi9*{-Kevsqu-b|hMX8HuM z+p;rrA-B{jfaZO`8)-nHrr?{IlamTL<|idT9g=@?^DCj_sClKSWzabWXYhq2pa3aI zECRJJKpsc|oni@MC<G@$PQ6vgOa^yjG7^&@<F|$2ePG~RkerbZ+KCTaXy^yM*7RZv zXvHlkd=<)4A#0B_KnJu#Mr1;K!R`l*B0&ZUGII+OGeKiYkX2+Mr4UE^9$u9T?!D*d zLJq}M2udx4Y+dlo11+hAoE`AC57Ku{&(A3UD_00ggd8XcK4=<jS9W=7F*r#o6enha zcBp~_xVR*-q!hFl1?-pH%$(F>P=_7Ts`E`O&H#@Cxu+JVmQ<zYm6VqjrGaX>m+(WI z^Gk~$Gu#=ako^w|m8sApdW%bwN-{y$(}B}!YA)#h9cXV3bP5M(q6u7)C}akJJF|!P zfb0M(22FE-P6YsGaL_?;MVavJ%*mOFkhT8`pf#A8kh5$qtObpnT!d`XOsxQq*+7;B zIp*X;j<N)Agaii#=(Kx?&B4$+cXJZU@{7QE|5;bp({;_Dc)PyhI%LP@k%<p?L+0*^ z%b~SYfU^@Q(I|K)W)?$BIN$sf$PwLHrI4YmlGKWl%pCBJ^bqjGjzV5yGRWYxBIvb1 zMX4pw(|$6GlVMjvm4Jrkp<}K-rODv3H3)k58}vY1$RK)FDP)mXP-ZeXQGz?p$&jpi zWMbyS-HniGiEQvF4>&!8wmyU14cd=U3aPz8d$B>Q6hP6sa4k6d6c>QUS-~-pnwOlD zUkvR91(zm4*6}`H4mk`UC^0Dsa?vk%U<XpeCV}Vw!Bya!`QTQ;^G?VJWJzKHWY);F zxENB~DmW#A3p&uIL{PZ^j-T+-j70E`D20&Bf&!R>6CueL+~wMI5xlCSG$|(&HY^J6 zw3Hl%ETYTIgEh;+={gBio@aut(gGXio?nuj0UnRIuocw0fLyDSnOc?)>CU7Ul|T+D zNXjXN^n2gTZg{gCyqin`bYeqNeg!x@gP<qTzE}o1+x*SkEw45;zwQU0Z>3P22v${< zpPmX{%~+aucu8^wbU-)*w8<45Mhdz*pi}|6bqD18qD;{CM{wAKsu$21bYMTg`)-gG z2$0FzlEZr-1%|I9xN!8#2OTC4J_#wm1U8It0koBQCpcz{@=HJ?A0Yd(GofdsWh5r$ zfQLL4ToUuZecaN#OvpkZh4RGYZ14;Ts7g&th0U0QL(#bubZ;EU$qL{TQ^6tfYBThp z;qpY##4o7qe>!77h;o9Qo}>VA0wkprfKv)&5f3QJz(!=0rh{u01wYVS8)%;b$d2nX zudlie9^+5|ZQca?Cb_f#v;+fWx`Iz6*imVqgUZ340JjZ6Iu)F95}`|+ax$~P0h^JS zlv$Ek0<i|P3$rvYvlzSuCciin(z#AbEP}LR+=@~`_nd+(fmX^2DVb?$rLc;pG6y_) z4Jof(Ks)F`R=l0o@w#iu>)s6@7hKqSvE#y4aFv$^KJgMXRRkRh0i9(8R<j9o@-nzg zezRce>;9J43+I629dwpRPG({Wbp8@_BM4}2>|zs0*W<<wj~l_G-U_KDnT3!HpPX@c zZ63Hpeb%`4=`_d!pk&aE?$Gf|h49qO4Dc}M^C?@wAsLbhI;a}F7WnxV$l5o*L}(%O zdh!y;+0l@zBf)W$l9~%{J1TgC`Z18>n0-C{Ku%I9%7h(9mYZJ!*^}bq=<Nzha|&-~ zLWa3tFYkFX6|%G^xTFZOz5sk^U`b^GWSC3A2ikbv@n$aAgWz?dkS0!9W<KQ78E}-R zXXY2>K_)Li*Lc7-&^+4!8Dh9T;rjIJkQ>)QXTGH57lZrtiRt<2rC`>D4Hvdt1UHT{ zQcEGrYe0JpK<gJTHe7@>X)^PYAroHUBN8AL-p$sVkX?t#8KCuO;BWyQ9u5jnAIDI4 z4^KaLa14S6<v=^WAO}<ymlmWJf$tcB)UqCl<&XxkQ(_f3jey4$H-YQ322fg3xB%J^ zxes#5<dH^jS)!0qnhT$_04+oWS6)e}ps^p20~8WL3qqlXeK@8SWhN))f#-r2Hh|Mu za$*{2y&L5GrL<J|dgH><Oz6yiLE_OC(A`R)cssH&uLM*-v}^>go=MFs%Ph(Vuk8j6 z?t$Hyl3H9)bQp3>wgTwB1js~q0Mryv_EB(m2S-?PMq+X)<aCsj%p%C4e$WN28HcwO zfqT;mAHWyyrh+a92Wu+J&rF8&v=WcZKLR;%ry#!oG9{LrpIZd)!nkK96+?<|1xIIR zki})0*<erSf);;+rklWVm6)EM32I+FZd~=aX)<^MZYGEi+7t>}r2v|5273+ENd#Rw z1kwdMl>}lZ=q#Jm9LOE)3Zbqb$^7EPOmMU7!X(gwACT3-iI8C-=-Ea4Kq(6xKe?%( z1t#E9BeOU&wFq2{rzaMJNB_W{1*e_ljMU_8#75nM)FRNyv>?}jeUy?}Tm-(c6ckGe zA*Ep36+H5DAzej<aLB${g^<!B$ThMVsgT*POi<ngIZ(mh8Kn2{TF9_YRVH+JH@7qe z(iMB$JmGQE5>OnZgIj@+He_yU7U;%kunEpyAh&?V?ZCTtw?X`upHiAr3aP7dL2Ph0 z6)Xk5T?0DPos(Ep25AzcgO1Gthqo_iIG`vKd1@Q9jQC;`qzC}VQE_5&Q6^}vATJ%{ zG=+kq)WgdmEs1>a^bsU)`Bp+YfS`&CdQN3HbYv^#F!)eN1)tQ?5@=0W06Lxu>_l%@ zKR?$H4-osp2GC_j7n?v43_1V<lCD9+C8;UUD+2Q}4{rq94Q@{CyRZ`!q6%3@W`d&- ze2{-hCaet=kXld-uAoXwQcEG7UC@3U$m){fWbiU%=s5@qm4~-MhG$b!ixWZHM8JOa zC{0R&bkY<&4uiMuWEVk~<+vmkK~g8Es4IdF#3{JuBxXV{-*W*qnZTp4DWy3%iQq$Y zeG?%KNzn1GAeZau>8XQaR3R~?G^Yf#_#Tw^U8BIhNdlb}oL-cf1s>AOOwFr;%*;a< zdVzyMp%^quln8F7zMawnsXbn8+VE=YT5xv)bgULw1!$oPD2zd;SLNiSLY8cT??);D z`!qMPI5{73+EYe;G3Xk#oXjdn>8tQzF1XJFTC{NyeBuLW;U>5O^3BXng*1a5L0fCH zA?XV=d;spmfp+kNy!mj~dT=8%J2N#Myc*=ia&VpcU}wXF9gzF6i!#d+bD#rKUio>@ zR(Nq~QF>~A9;Ee9l$rxN;SSQye*rnMzqmXz7qaXo33PExejaEy56Eet0;mXD@<FGM zp$9N3xFkYan#JXbCD6(9f>O{4CLnzZxrxQ4-~d<1O)LU$tyRb_I=mSiBLSd-ycjg> z4~{fPP>q~lk^`O-$gBWwo(upTC;-k|7xseJ!R-L0W`*oT=$e!Z;A?&r%JOreTc^VF zi?X4sz6$a|hc7_ZjyYw5E*Ai~=)%^EO&7rDCV;L^DTFqYQ}dD&A?w)FixR;NjI>OM z&cwWuj8yRE%ZrT{n=fp+umN(7hfgB(WaNxQ$jZjD%;e0x%o1=?0L_qRK)N1@d7vFJ zVE=-OP|%>qMaUI*&iO@okkanLBuGNYFHVG%tDsSIFe@26J`8fVLK&!a0#0*9sac>p z1soE|nMWXJBZ22E_Je~8)S*buF9xR`(0vAwzJUTLkAwAtHp!%9LYBM)=Yo#30a@^5 z?}8WW!J{-8i3N}-eciq0^<3})VhSOlAT<g(l|_&Z(h5nb#o%iB<pfa83hLW{%g{Zb zAr<J9t0Q=T32dc5Xv7?{s_gK}<b3FGZAyL)bY0ck?hW8HPzGuTfVx;<U67mVAq8Sc zVqO(U5VU^lV#5W<B<Y)}3todt^3uaA!P%}j`S1$p?SOA)ZFs$G&Fe1kx>SW^&~_tG z-pS5P1`miUgk+@VLPi{njSN5rE2JY%BvJq!Hwy^^@Q`%{$n&66sUdCO)Z$F&6{)W_ zZg{i20VJ!Cdw69EWFFf$H3c%?YG`Z#jwHt%$dzc%=5)T?JrCpz=lq;RaQ6h%GzHfV z8!qgH6x9mp&;zO!63Y_vs=z6yJR=h{eFD2*88kQwI<6M%{tF8(Oa<HG;~5NI`JR}2 zWMdU5RDuIsKz1n<K!<Ta_Xp)eS48H5*71Rd67rKF%SD4rA)6?{t3GyJY`)kB4wa(R zvdj|bTs(M*4fH0L6wrE3P?H4gc_+~F1hD$otvg=Nn*k{~3lfWpprs)AJW$Yeoh6XA zPzERr!OkvDEdy_kR{(FWNzQ~e-eJc>T%U7&CfMMl%mUE;!yxO<H=f&iZav6v$wkns zt6-}nK?{QNb2DK#o<ok|2WKS(#EtZ?wu28eQ}EBp1fQsspO+3P^+0PZGeM_PCgy;X zV|gm*%(IM4NXURzUzUNlyn+*3K|W}#4&(|2N60Z(NstSt6|T>@J{{~g*YtGA62c%y z-(W}ZHa!I=*C4R=x3gEgnX(4#wF1z#))dI$eV|E|yp*J(RPdpEAX7kdJm9>nkdc{_ z2ANw8Nlngx?qUT6$i+6$p=+SZ&d(EUVo7OHUVbUKX{O+l2yU7wxR*m(Pzqt0(AyqU zi$Mc`VAnWj=B4I>hism00MAV;JZ@|Q8wINKpl4PnfR+bAH*bTErpkjJLJ$z-8te&9 zYsWU^f&1_Z#fgx$D9;-DUhdlSV&5{bEyamtiRs|-T_GqO9CD_n;Qd%h`8kk|b#Nx= zC?80K6@w1x28DovUt&=ym=OX!5D?T$g{%nBd%qvDVyHMZv#Jz&Az4Od8Dy19a%xUa zK?d~Zu%}DG6SkR|nUF4^Z)q_+q4<@8jsXB~t9-F=Iw(vJFDy%ip5F<Ifs#z<@qkH* zIgpiYMX70-Ip8}EDigtz;TefVkoHJPB6QCLWIZ0ZCR6auOwI<k073T>f{r&SfsDU_ zTk)OXf;%6ywJtRewuCJ$zbF^9K7K3Yq!NYj%oK3g<w6cu3Wi>wU0hlWI#e1Q!2U^~ zI}E@~&<r)SrU9M)kqGGqdV{V}fllLt90KXHKG_AHMOFZf{6VTMh2oOK+aQg+;=II6 z$V7%4s5Sx@NM)JHCHY05!*9U(BquYe2(;lB+$<?5N=$}?Lt17Yq#Ny61evodC;<17 za!Mg(a7kqmbU8&yK4eM0cYbbeX&$6i`+R-F^V#dbekn>V%g=$VID+mwhn#t#kd#@R zT2TsJ3t0}?ouUAq=z#jyH`LX~$2AD-=+ugW)Z~)HJm?M^@VG9dxfM{9nVSe{E<Np= z|8zEZOFnon0A%#3G!L|uy&RM*G86MkAXCjcj~bSN6J>E;D(tS2)Uw1J(6vqA=u8Fm za5D3u&8Ae)3D%&axWI8(25mKfCqi~XFCWbX4Vpu$yVQ~laAQ{?BQpznhpuB%N-5+3 zhN#30@T&i$)Eww+BIpDUaBdCBNG(b&22TMg1cyS-a(7D12G<k{Pxr3|2Pf$8>10R` zC$S(uIWecQ0CMnZ0c0v29H&KxHy_=TR|%Z~N-ipelw=pCgN~&F`wz4~C>44^u0n_l zSXVmecwNx898g#(1cRp0z*Yu;ZX1WJKn0&RlLGBV1?Q(hSIAzNbYbg-Ezq5<<*A_a zMj%P?*^KqiIwpcDv``=L)d~s)nR(gZb{1&%q#zX%C~mNmj3H|cFMy9<@`c`@8l0Sw z3p*y&r4)Rp$g}xNL2d-y=$HrbT3#vWkTbA1a`RIlS9*XeY2U-!(sMGCGe8^kp=GFJ z9&`m<YBH!_TLkGoD+DJOr9y_xeNrJ;Wo6{&f`(C3p(C^kA&JllY0&6*Q409rio@XR zz%tXJ?f|Vgz1RVc&h%8!q1fO|6I2RL5THp~$f~-${7mRjUSe@&UUEhe<ZO{6GeJA5 zzzOsEyzA4!DZjWBb}u`~%Z^1Q8IT3F=hmGEp9pt&5xC0(+N}eQtqZ$AV@qH&G7fJ8 z%PANdn}X$h^Q#hzAYB{KLZS;BFM?O9gPrSFS_B#c23exuk(dD~78P9bA(tQ*<mY52 zgN7tQ=4^qSR|8@yyxP+6dI5N1Iis>P8!S{*3cAe%Y-k>c30*bmoSzHXBo$l&y#(W8 zBWS$q0(j4k0_c1!$mY_=O^{ll=<rI=^-thP1x*Not|SAu?-hK&s~!$d2Kh2MGw~?6 zotpuj;7Bei&4u2%<_X$+08*sjmYM_Jeo~T=S`69t4DTUBhg?C&bi<Y{q?P7@4l0J! z!G4jUU?Vb8Ga${%f_(UyyKkm;yzU3Dc>&!)kPKaCkzbHl2w5Ig3c1y>JQI5EML4J{ z0}dIl#N<NQf;1yT15g$@ya&8QyR;HA*Or=>2J$gv`73B;E3^+9oLUYJX6KB=ywn_U zwFFu(cX(SKD4m0IcM|Aqh)QTf2sE`*1{%u++go;cNygzNkm0=aQt(Va#5C}VT2SnR zE>wUl0tRh|&4$!~Zx(I<x7MF7=?5=Eyx4SM>%~^^LMzaHuA9NuLKYswj{VOEO|5_$ z3NERT^;-&Aka8;>G-?OBkQLm9O)SX(Z>)H}AH0k2=t6KA8w{C~&4;Zj3(ABHxj@!l zgOdcPw#-b<gf=3Bpc7LU=3Ri4`=C*nT*z<$=pbLP1B>$#!K<#pKK4$`O@$ujkp?<< zuMBLlf?FgwoSYMj@^dP|F1$DmvaUfPCl$Po6uj&~p%S`8IkhMqI?0e)kXd|qGo&q) zn3tcM2)Tw0bj)%-xWDBInRZPrOH3{Wk4%C6k)D~J2s*G1Qjmd%p&(%%lnNOD%>`E! zpacdTPXVnSO#~;-)RGd&DIrCv$)KbK_E<_$VlL$Dydu!04UiGF#GJe%8zHOJf>R+U z|0?8HLI!%AGg86LZg4Wc*mx0qqQ62(X%S>WyrHF`Imo4u`9jbpUT|RMg064MgEWK` zQY(^EAyowEn4^*+=+3;n)Y78-V$kAR=w(s4naM@@X&}=S((;Q^Gt*%P_$20Kg9mj$ zI|%#NKiLhr1^8kUsEB|jsS?mp$&fHC$WO|F9ODS~a&BTtYGwsE;)*j<b8-%YSDY&3 zmp}#%K}Uv^Le9EN%r4DNg!BnOXFP&p9-6P-Oa>1vD3q4u<`+YzDZxwPilIHIf}F(U z)FeowC@BXLzzV@7pj&J}ZpcjpZ|wtzA!s}eB&P7Dt>@JS$T_{B3ruoB`AZ=&FE0_& z6$r>ltOQMlLoc~gs7eIy(pM-f%`5?(Fb*~YG`j@Z^`H=xUkbf>%q=G|7m`XcQcEF* z<%8y*OY=bcvcLh6mY7+bm<g_b6kGzpQI-Opu1$fAm-&JQ)iS}e5em+UMUYcRa#O*5 zfP&N#$kljWp?=_6=)&%ceUOu!z#atMbOCmp7ifeEa^y)#Mk=U*3hTaQ=9Ph#C4-|H zI@<-A-zx*PT0s3BSIB`ZF5uoMB=v(z99SKjSP43x3~Y;IZfZ^@_#~T&OTm5vA65zN z34vBtK*nAaa!ZR#!0p&v&_#M6t)Md^iXgk@Q&J%V)fribmq3b5_#rLOa=R!sF$Z$a zvO;zd^njV-)C$Pi{Q;nx3_(M>;IoHbbaaA>?2JrE>k%}9177gC5oD>t>!vMl=0c8| z3<d8IEy>S^EDUgmkNc)4=B0zT2PuG7Yl9A-1tpGW4Smm6ECw0v3fVlO;FFr3m<(AD z1iAwaGUt>6x=K9}IyjV6nh%ywElSPF0rvyL9sNK?1QbCkEO2WWayo)DXr>q3MFaI+ z8X+gFznQz|&D<^Enj|+d4}4uq0i@CfjksNe98;B-p9ebLF0%yU=#<Rl63~_daC9Uk z7H7kjGI|z+X8{#JM^Hc=3p&v}6=ERx5EyWpOHWNogr;0j*B!jm7`neGIWrM5JC~df zz8n}fG9Bvd;|TKCqnT^KsqkXs1;`Cfpn+#lw;3e)bV4WCC*YOtIiOM#672!7+ko?v z6QL)Nq#a%Yol7am2Ok#z+FtOcd(P{X;7hR-Uay=2IV=fsjW48)cCimMkO;Q_`jqRC zB|+t&TZcd~54sgN19AgWaw>FjF1V!yI^AmP1xS)8PAx129eJM!Nrj+LO$8mK3Z0Gu z9k>gb1ug>Jp9MXM4m6qzvJ`ZbJh+=tlvx5@Pjq1tXciYFsgMop_&I_0BZ7oLcSl18 zNI)Y%MWC54=<faEjKrb>C_4#s8XV*fsMp;y-pmDW)m8wtOLOy!^K&8B1;SfQpzU7Z zRRkHOkderXouD<O;3DS2lnWa`hdx8oMM*{p^ah3CJn+)=n-gwAR&gYirlqAq`kL-V znc&8mf)lg_o>`m<=`nhOmX(zx=7DR#!+UZM?}1cdWvS3f-tg2S$PjgKMq(}~`m-U2 zv1jH$=bS)i&Or**l%hoNY79^|Q^*G0We0X}Qerl!umDfQCxf;;gXBR2s;gFk!Y?s5 zzZ7z~R&hZ-?9f86=RhrP*m(p6pz0i?Tp>F@HwoPF0Hw)t(CVwqymV+NdnM*3W+sD| zJ(Olb=YM=ML5Gfknn?;i{@`VJC5cDc!DTL})P!s?2RTV0Jh23F-k5@a0cZ{boQvPg z-ST=R_&hU5=MZpNo0$h1xk!cfN8Iv3JBvWZ=a=N?f<1h0?fG`l$wXjIK~W-j=?7Tr zn;DI7nj7EDg`5tPm<t^!&8RHM%Lg|%N-}aG<#b+RaaAg0Spz71K#N>Jb|?fpMuH+C zxiSkJ2B1-M)S-8U<V5hHZMo3xKqZNg6FPmNCyaoWZ$f9d9yiZ_+zf78D}eR~7eK1J zb6d|rrtrNJA>;K5uEoiT&;@9Zn<j&!Cin23;$mnf2e0%5->rUO7j$qtD?cd-y3o@r zH4D5gF~11XOi~C=Ejqjq9NxaE#l_&3>EVTtL>B_PMYkXmw8bP3vTq@=2zEvlIMP6; z(18wF%!AA<6y%hG+l=7Q@pcRX)q7>&fu}8RW`F}dC^a2&Vl24S@=va+EYAd;r2;M_ z6<kx&6Cw9%fp$xR?u#me&QnyT=75H9K?av4W`c_Z&}0<2qp6Tonv)HgGrZUcu9r4} zV;kJP-Urzlp-_-m2I-_LB&Fu1K$_;@quW6R10=A0b8{i%WghuOMbN?-bmj~=eA4st z(;(|eeN*$n<15!^UY~OvGN2uvSPV{|3c<<HwVet<iI8>z_yz*-^a41*K%OWC7t^2u zR3RL685y|vOU)}z&4ry9QvkiGwzwp}pa8UH5*&7!xzGzNL5WV`@D8viOEQWwb8=F_ znHE$pU)X)I=fbXw&0rm%Z9AZx2}#DuiDjvfhO|O(NDwIhmgc1-W`Z38zBUM4uPXQ^ z7C}yM2cMq00c=ZZdOCPg0c^9E6DUM(w%%;M*#<JDEHedil!}5IWPM6zGRVy!MG6J^ zDfy72&y({(Bk9od0K-y?(hl!QFNO5H6asP*p_epl08KGKul>l*hfGmkm=8K#6&!q^ z)AK;SyRZlBtjt`ntH8+tG?53MOmKqsK0!16kj_hpD|pDaC=qh{rWa)7Ik7A?uM|4C z<D8KX84k`#OgXX<l*(>wys-`J1JEURkT41^O-d{R=jUfr!TaD}Hg-Mh*aQlb2Rk6E z7eQxDgBO@M7A0q7mZXA<Sg=#Uvq7DZ`8)-e)H449NXr5g!?5O%LVi*)WOs97W*&I) zoPtwgUV3&uc%%W;4=POtmrM%T`H+ixUQb>Rwho-?!55HR*a~vJLQyJYWq(p;R#|?2 zQBrDZ4&+ow(CL4mqfNm11w0SC_`wcnegPfa44d02PCdLF?Ej*~j6}#dZ$V;FPA2&5 z&P3>vYNy0v@bvbxF7V()Rc7K*@X@NCA<iD)WaR{(N6#)fycy)O@Qi%O6anZsFmSc{ z407dbRUTwo9oEqWDOPZSj8R?PajgkFtz8P*tyEkBS;h)>UU+66WX1Q(ro~ToK<<=$ zGi}D}F35o^pkYo(?-QIzK<il{)`K=UfQ6DXQXzAj3R&=mad8Q>fG#Y}gr6ed1l}qM z&R4IOcf6U~16v{un&bkv!xi!qp><YKD(Ffg$jE*{UTSG>eqJWT-V~6<pj=asnwSjk zgQw;}MhHRuFzB(#&WU+>koMR4#&i46_kz?bT$peHatw2BejfO|bx2PQB!6ztxvikk zfLwtIQk__qnV1Jo8ld&z;EfhrFE)Xz3&@H<NO|R6lwSr5_T0?8MChDb(czWJ&~t{v z@}Y;cgU>MorFDfA$SsaZ`T3x!J@B^N)O6@-((+X3=(js)!&Yu$4kQ_aRy`*|4?IXp z1r2+H9H|hV2(6fcON-LLH9~S?X-;NZPJTHwPC}q(edcDCq=F6(OMz}CNdXm7kVU}3 zklrIGy`<zom+*mZNX{z(wcJ3-F!%71!}BvC6<AtkPHrxI#;QEA2y!4)Nd~C13GP3G zdOe^euOI^zoc)8qF`k&53_9x>G9{>xSO9gNCuC0;Xu1y)jESJmcj962iMlV=g3o19 zIJOX6u|C;37aab%sYSVonUH}Kr_{WXoK$eV0_t8s>Y;)n$YNH7RM53F`H*&VBB-;N z2U>LmF4KxrAzkw9)Kt)L7}$-e72quc(1lsB72Kd}-l3Q0Waec+H?t?@mxF5^&{;yD z2~?0@jSUP8z$pei5SLd1YUDxc*W%2)Y{*iKWRL?u`%OWqO#yTw8)U`~w5bp5xnNMo zAG)6#RM&&fk%6eq&o6?sa`O^P@^dp2iy?(O=(?k2kV(#?^HL!-P)20|bh~j-Vp<~f zHUrm8NRo9*EQT&fcPuUjkKTbCuiywdAg}1~Qiz-L^Kud)H>l=<uFL?9&gFxBmzV;& z4g|EBEe9O#pwp8f4Rhy=qDpWg^aPbMpkq)Wv3z~b_2uB?nvz)z*~6LxzStAwuZzvF zy(3BB<0rti6lhH&xTe|za++h1Ke&GytD^(1335tvGY_wTR#N#nWtot^GI)Cw*qRX7 zf)($>;AudG^i;?=OiCrB2?Jh8*9*43<HA<x9acy8R3<}4loc`|X|W`+q9CynG6b(s zka`rdazEwp%H+(H!;s}D$ww!bLP80&^B^-hI~BUx&La@icJl_`ah#t5&848}NpMO7 z_f$bs5a2k^EG{mEjU}gKCZ>Zf^#*xd;my1ju#Ye70<E}!Hb+4t_Rx)NhxdVly9iXX zWhR$oLJv7}2B&qf38hEogS@Gbnp*%lM@hjqAABi+f?H;KDdap&@T@8HBHn<a{4`LG zR{*#DAVcjXnK>oUW6}Lm(-T3~fSv7=2`W^;M_lEm=7C3vV25~tU0qTHI;RY}hyYy1 z7sJk{PXwKN44KRcErt%LRh2>x?g8HypPUJ{2OOOxnR$>Y!{q$DLeTIi*nu~8g3h4? zTU1<{nVgvdT}YZ+nggB~11kb8U4X7s%0`UeI%XCH<fni$q^F+?^r}3Nmp~gYLDTEt zpnKii0uoaw2L&%=snWA8)4@V%nMJ9IMc_W5LQW=RQAGi?>d8tiPt5_B4WRqSL8k|T zWBl#Z1+O;syqN`A@LOD(oDCfS&CAbCDoQN{FT+=GODzHq`n{Pw;mzDFU}pqCXQn}? zOM&+BgQF7^@ZiB_h2+#Sa3F;S`GCtc1!u@AdxfXqQBjcUG|=L2$Pj)KXwI$(a+d{Y zXD#>`J;)KId8v7z?J;1-rsgGsh8&>7-N6}|MLE#bYT(741>pX5T2W#ywDlJRY9oU~ z#xV!9^$t9$l%EW_s_6CHJ+C%HHgpvq-c<lSrUW$6UJBj5oSp-_o(OaT1a!3|cq|yw zSSyAkE(P#OztEHjUHS`Y6Zn_sL5+1uO#@BJg1lXnnUW4oe4uUe1)w?y6jY#=1bAM^ zsR)u29E&m&^S}l@pS|T--%?N=on2H34v9R_k@}$SGdQ6ogH#?~4jy<`aLg$Jon%l6 zj-@wq_kt7Lo5>qqZC(J@3f@=<S`!Zr7|@7!Dzw{_0zCl>>eHme>?0e&2g2q+&L1nz zNh~OU<cbT^FMvnlklHKhsU;<#?g7}|p!_N@?GD*Q3_4f02r?L5oSRsj0UZiUtSZd{ zH<f~+OWo2zi=@EC=99e(p3MOdPCAB!fJ+n59$e5dc+g8i6pBmoAtxJx&+i5;KLrKQ z!`+=Ai_bTo2Wu|RgzS*;O@(ab^UQ_RYZ>{FeqcdHB4plK;bJ>zZ5=o`FKh%gyP<2L zGE)-4W6281nR$g^Y4B>&WJndF;OPvxJ){GY13~S|5@=H<Eingrc64G2^t`_d`#~en z7aKwGt>BxQ2kvx~LKYe-gdE-ixmC&6(+A`S1&_omkixRmq9jO1ucQ=om>M`ja}z<^ zVL;LfDT$CZAR*96jP%r;)I4xhCzmFJFDij#`*KjigSKN+Qp<{92h`?fW<z@EnV=g# zL4o*o>RJ$`a2PU$;!z5@+2+~uZjjxeLxW2o`?VCHlX#$eN}+X0ZX$GuG^8jq8FCY; zC-|O&67Y7edEh<q3ZO<ZC^IMo6y-x==D||PJ|{zS1IUuKpu|jYH{!w0E|515FUiOO zSLdLm%izJM#LQfXD-w@@&y`e2%!Vuy3CqtZ1Fz{<2&pWFjMggzLHmK3py^?7=sudc z6yzI)g2bZy6!0R9JaEehvT&{-A3Q~$SP4#ziJ%@l<eb@bP?-W<zYoqqpgJ?Z2we1l zihF3$10GreCzs%iRM2@EkanSWeqKppb_w|8G0*^45qP>IGaq!@0_4C(1<*-H7yF<` zh?X2)TT+?>X(beA=0P^dgPNkCo9{rY?7{IA;06xMvecq%NIRyuG_wr45Gk>^1ae<` zaY<r!YDRue3N)D%C+0%d1S&ZBI68ZSO~}hn$%Lf#oYXS#&Nzjv($sY5@{iP_JjgyW zg{1tFl6>eOT5x819<+l6T8{>uz)UHHj9`LRI6($Xz=IfjKug`h!E#~K#YRvY2NbuU zv$!GoG`IwM7pYTbdSGd4Q6;!{7?xU;m{(GsUj*955013g-8<h*2X7Dp%`#O%cINwl z&Xa_+dLTPILHz_!Twm;f+zc||buV<-BQH5W1$s8SLdoGJpxd&+A?aNXb`NOY9K?Ux zJr_h78iJRIDO8n1OV#DzkvN5vM6mMI;*!Hlz-b{RH8~Y_G?owObT>#Tky)G#ZiawH zO^Qnr%fV^`GC(I{fxFpnHiK`EemN6-|JLDMkc6&KQh9hA*tfZ*#hH+sYF}&y-vp*m z0N!t;;1>dxcg`;^Nd}KgD?HuM4;DJ#d~W}FNcJtwgADr=fv%JSw=NWlQgcC-FSJ(( zS}a`%nSjkM%FIfKmLBE#McJSp8@M-}2f8T`Y%=I1cIblB;+)h}$o7!re30r?$RdQq zTyU!#R_cIGfCIMylAyi9)RIhS1y~B2Lj+x{3kr3G;LK$3fQW)C=-dtP6}O<Fs^*5r z&9gz#n3bFf*+&jKgfuZFA5<;8nbGj3YwPQ7(D6Lrv{F!1g}Ce+TnZ-T=VyZ|3&<?e zn|TXf?S#yC1g922X4Vt)(!nLKYgsB}5;8S66?9=4=sq!!#R?I=;1c=5UdY)hOF^U6 zV2M}zJ0O8FdC9BI3&29f&_$2oncz{YryHk&+^LXKnU@Hjo`z)e{DM@-o^eq6O38;< zo0*piJH!c;9l`4XA)%NH8qtFeq=cnH?hgU!e9;5$N!-|Y1AOi&=oAu=a6uwu9dKS{ zPCjIEJP}e;Lzdtr=H!$V9|kul$`YXwm<Vd)q$ENHlfuDmOIQX;ODzKJ#s$Yw?%|b? z0>UpbFCP@Vu(PS5cXPg(w&e}v+>4U@WN>>+!4-T@<|FWKR)sg<BfP=a8-l#3P@JEW znhVYk$>8;$;38fjurw7?kmVO8!45w1NGt-6;)3^MK~KL($|)@>g7lr9E^B(S7ksFR z0(h)^1LUd%g{(|S0HhbCf;P57`kIL)Mfs48<>jD8IdmmDXmbs8pF8*(E^xw6O-W3I z^gL5i^D=Y6X)HB23Do{7E(R4aU~jmCHkpH2PM~|qL1`kh47{lx!~`8WmRSa_v=nkv ziy(<SGbcSW2b{<iApI!losId)$)(_lm^|oAT5w`UW)dh?gG(TTE{Q2+@U7D!MWxX0 zZltTD2e>2rW*&6^<eOPjK-#KO!KGAEVi9!ZSaC@{WWF~EbV3*COfksRT2N|nDrmDR zG#e{`+N>#=;PaBsx1MhYdGBb`k=A5L(=IeG9h~01N}=PxsYReWPr=IqAMS34td_mL z?D`6D*BQJq54?2&9ND0)7#Yy9fW&gpN;|MwiP?~PI}vmUI9Ok1US<iX&jmRs=f!$( zt1c%WT-_>^A8mrJ|Mdl3nGWu_m4a4nfbA$r%_~WSUSAG6_^}8yI|+`CH*>eVoekM& zoRbfpcstsZRGACv83#d*eJU==hm@3{{vl{JX)(Ccat5ufOi6_7%P30(T^|f~C3xXD zXnYAg`l^tVnU|Va1i9Wv!3(_T`pA4pDoQKOOMxWV%qq~<HBg``ROP}B+i(XB`h#N; zbjw9fW@=etQVzIZln=gn5NroHBRVG*fzzkL&9>W+s~O$$bD+nJI)Qd?KxXR>FUc%U z&VY_PK?(tI5Wkt-^QL7EIGjM|NG9b&E=4IWNli_Gm>ZCq2);S_>2}C?ad~BSKE&hT zTTj3plMA53+q%I)1KJj!Uka^J5|filAr}EAr$TQwD9tQ_?9&3Lg#Dn^ec&iB$$*?h zn+rZR8q|RRMNv{}DtwEkXI>uka7D-=>d*z6pjJ>SYybdq?0X(0mQwS;Q}K}emY11Y z4vwR=%pA}v<jnj$$fVwW&`nJjTP|z`9d`^4h=Rnd#N0%P8OhM=X25O?&IebwKBbWD zL$7u=yatQ=r$CC!jLH;9VGfE-(0;oMn;-_}RF>!Gr+~|U&^0cg`+hPZcWi;W&ETtA z!Eu)czUT`auTH6uB^yckrA3g7B$M+qp&j?+!;9dHy+GsjDUc;0M;gIhe#gA@)Etlt z6oN|<lfmmd(sCf}4$%3gi8+vAYtU-?e9!^K;A93G|I95&%&UZsO<mY^aT=&tSI8_X z0`2pLq*aBq!%IsbqkPFl`JlEF<kXP~pz(N6d?_U6B&B9TmzZQ^=HwTHE@TCjKF_zT z2j#1y;9bI%CD6S)MTb{F26@wp67vo(hitz9tvAX84da0Hc_f0jJSl+hrAST52QQ3& zHW$1fzBm<9Zh}`{?tt_}71F`eXkh;*XJkT8@BJ{p57LCXFzLbu=$XjHC6JR3p*~jd zF9I)Ct}KBra?eOjgA8G2B!Uig2ZshIvE`&zK-Q`&7#M@1zv%F0@O(eGng+*r5@;!J z2Dof`K6U1c6%8PdltZp0%gu)#yIq`<Ur+#P*MjZ<OwR*%XrRkvQc9DOAU$k_*V7h& z4F$zlW;&#<1)Z4Kabd%SouD8MhRjV|pK^T}$R34rJ>ZzgO9ZXH1?S1MqSWGy+*I(W zLP;W|JzrW5x@#IN?FKrzBeMiDsOVgj37RN?RJ*C58&o027gy$jD<2<d=s2Y&f~T5G z^B~1{K@RwyDUgF4Ap<KZpmA_;ASn3dL+>)b*bP0IwK%f`($)bNQHkJ*2Cz3l2aA*? zf@^rtL1a5F>;gw+cE;g_kd-f>l~|B?DJe>YZQ{(z1Xn`2(9;(bN=nNh?cktLNI~ve zlmaPsT&gmU%*-y$Is)0K3_6|ybRQM;@<GrcT_F1sLEGKH-OlG7;7dC|XIy|n*T)so z)GjV4%7=DwiVGlP2ntDuS3$zcHy=8?=M3uRWkLkKQz2I$Uf6eG`^A26z^9c$PWS?I zia>)ZIXRG)EohfP8FXhsadJ^2s1O9_Q_ui?UdiEwMVa}K0;&L1;uMxb@^oTpMP^QB zBJ{e&;DY=-NKF8m1^{hZ1o@z}46=?1ww)SW+7u_|LHg(!nduqjiItG~b5L!W2O3?1 zZs`Zze+k-tz2(9Na8a5Jx_UgbEEQ5SfhOLQGjbD)vcVNceqJ(UXKi8*v;k8L>MerP zW-{o)3vgdR!8adr+F1^0x;6zm=$KlWnv|H61My*Ed15AL`5@S#0f~@PpKi9?ge)sb z%}pxG2km=?bjeamA?vl0L5D(sa;JimKjfU5;)29vXepL{v<XtJU)TWJLIAol5}Niv zYcC*8!ywSv2B7e&O0EJW>KEYMa%)~M1)s#I;G2JR4<y5YD~=}UvTvtS(6Lb<Z7+K^ zfwYx_$Dd0}OCjx`;>2R`1|0>T(j;(!l9ykS3htPI-I|*SS<MX^OUMC@m_t`(6qkaQ zewSoI_6a5?Ll+1pC6+?ksYyBc<<Mg6;jV>{VZ%4mcDz|I2b8p)?CyFted*)I_294% zPR+}J9zC8J02=X!^eh5PLC5VwE-QVrU=HM<Sdd3b56=e&&g<nJuh(pWtRO2+1ugS| zo&c8&>Lh@T1|LlYt|Fh!-UrG?3PqXukoh--<edCG=$MFqK@ns<{<-z%AiF0E5_7;K zTY3-xs+b=)PI=ro?QvrZ=$;4YEso%ty73~os#NevgdH1Hm6%)wo$5&~%LHeWBG8eK zNIk1J)4@|v<@u#KkmXZ{_f(}8W#&P08|YHv!}B3os4O)vJry+d0gjL&=onrw=+sVd z-%!EB6}%|u`P9{59~LJjL)(Fwxryn}K8zEnbqCo#n44M*Y4L$hzlE-TE6%J!98&?_ zu-bfKKgho8Q?5@1(IrKRkcGj}YB94IvTepGzZ7gKsM`S%iOK+PgjaA+O$9f{Gcyt) zBTS%!o$~S_MP@;2P9~(91udsahDO8d4O3o27DK`o<3MK?-#}JBC{(3pL&hx>(n`TC z3x)8*d%#V<B+#ZnXwZO8I)eDixhTIJvc5mRAQifySRp^B44gKSN>lR^!3BdtaApqV zv<?qXUr-9m&Ib?1g6mdrQUjf9pPvWbkg^%#LeQ$~9MB>X=<rZx33$NdMKgGD6L^gt zWIuLMVj6f*J|i&)vT?FFIRiAw0lljSa=td~kk-Uv@R}UhkuIf4nT3$s)1dn+AzQ){ zlas+=JbBLRrI5o@KrYQMPKBKAt>EYk9u#oS&x70o^=9u3@VFkRSqB>If}BEfvHJq# zoS0<LK5R%7JndTWv~?-CT=Ol3tT1}8v-!ae@Ia?RN@)tXJp|rw4qCbaPQtmVDUdu5 zJ_2?sq^^%lEzT$f_p+-XqtqGsDbS>nn3E4Z3O@jJ@c}seGIKMlz(c){o3=l0UJfcF zK%3$-K?Mw$16r$B3LDK!N(4<*fYV)3X?hZ53N<&es5m1Re7rAMCM`1+I&TANNtS|o zT#zn&ViNR<Zr}X8qI}2%xLZDC38aD(Xo&$hc{qWVY=cYQ#Ju8i=xhn-Izrg-r%!hD zKAQnK-9Hg@&ly-(cxrJ@D!7H4lLOw9@CLj(=K9L(;4^YEb25+4&IMNt*C$+`4+`kS z+)_w0Pr<DeJgTlx0BbXZ6y+Cyl3!vGs0j-_TdSxP;^d%2$b>HV^6xyzrjbTa6CZq} z##YeT)nFH0m<8LGuizUJ1~M)wKd}fj#t5nnVxvKBP<Xwd1H3J{xFj(z39^%}AQQHO z&LgoX1>Dn9aLof<-T)d~02}R+nVJWkR4+fgqzJM#Q6UX9E(@|p0W`~6nha@hB`4-2 zLe@tHrGi&_LQ0FrO^^v&$Z4L?K_1X)yWsX0*cQ-$Z60`;{fox+pxpViZ7bN({ywgd z3mM8%i@-$<=#nI`%+0pjlfcOabO2ypK6Jj@u{;rah@ER*dS+f~Y7wMS0lu6QWD8{M z0kpayKQ9k<Ge%lsQFhJ|@bZe63)?_00u4RFGAww%4Cs=M4Pc9%5+Q@zpfw4QUP3{B za@CR6l5EJu$`G>?v!K_6fX+-_uoV;!YazQ_FDwO}F>?_zQd*h^s@1@W*%7o%3v9!~ zT}vTL7JMBeAuC0|-PYZpybZ3uGeOs@=R)VPK+D0wt(pt-AxASPyj}~wLoqQm1>8?o zxIX3j#Ot6E{^2gjI)?1joXjl9v|3_GMrtPHWC8`yok5V8%u9u>Ve`w+hO9BlO$7Di z!Pb{&<maRoL)Ro8*;oXgtnkc(l(QFmFYE{V2Xq!4#13!pa4&cq>%orc4|YIr`~oc> zhSZ>k*X4m1$tVP8<QHV7K~^qZYy=$<0&enwZ;Sv<_jiNRMpY?fBQf;k63|ITU}u%2 zCKeau!|rtiRYj$FkWOLV;ic*Md7$PTC=?VTAg5kr7H1w_kqfDe%Rw71iy^8@QjgA0 z&CWi&rwG&}P{;)Z5%@k}kWF9%JfN$_-%g$Lx_b#M6_zBXLzhLkBo-BcV*J%EaD1NI zdJfW`NKY-w1s698>8UxHkbQ+Ikn53kbiqpBOxppuk>vWk>yX{G7yF?*cfeP_Kx(>z zqN>W`DzLqvO{jUP(97BqK?hnxu0B-oD$PrW9ySx;90ZOL*PP6JNcoswTmmkW6><{` zz#|o@#l_J5KJK1D;EWBrW&@VOf)jHgixquSQ!=3g^q?VyM9>aDu+gCT1aNI#oSF$e zk2xq4(w{oF|9rza$jKa#^8}zZNkL{+6|_m|Q<;(p8C~>91x+7AM!$+P^O94Gpi6ZX z^726obHKr$0$p^Hn3Grp&jrqjrH};?7aK3^x!4V9ucaj>XF^5_lM>UxWp#KsIGk^6 zx!DCyG~mk)K)3dQJskkL9WN8IUGvqZ<~N&Wyq*s^cQ+VRRzfDP9yj$rZiKAN%udXM z3```ZfX+nC%u5F)na9nIkDC{RXAgQGH?Ibdz<>sY5;MV5cc3)<bPr@cyeKs{A2iAa znI6b0%`Jd5aMJQYV_1;p7-*d90;mTBS$T3{5vcnB_C;ADw22lP><lWk6hM7I=$dV> z#N_-WaJiu1;SX*rWM)G;&8bD@phJDZ9!}5CPsxOqR2li8wj@aS`t0i~ug|<b6&$sN zrHPr4);f66Ds)9jdMTuW0lOn55jqK$oDaGM4xDE}cdvtHvY~ssLqLO<;KJqU()MQ! z;0XhT!<!-Nvccn=pa4vT9&qlP><m7#3G9I4f<$Q90@^SSP636b;QIGPM+Yb{VFzkP zr9#fIQAmgED}1_S`P0deJ#fXziD_y1(ABDWsmY-8iZdZy7SL{T=-70yqn``NK!pJC z{R*ySsYR9Ga~VNryy&6<urDuc0`;rm6>)I^s3Qu_n4mKWN^>A*5?-Ho9kSx+O>^g~ zonVdN!;%VeGNA_&gV$1S0qq3^`LDDHy1Tlx08~9>LN29yu@F3@lavS<!hf?B)L#OJ zP-5QUh2WuY1uuWdy(rnB-DThsS0Ny=qy$pTx|e2x*T;bFR0Ah|*YwJQlFUTt$fa{; zNoG}Q9yrZhUvYglI7MBUda?5Y<g$<pJHe@NA6UFNFTXquGG3FDnw<^F848KX`H&8X zf>UA=Bu%G-r?0`*C8lJ74vmA{-UC|U2D<(Z6yEuj;EtF=Zhl?~WcihXM<r;|3DU31 z&Ce_@DJ{yZg4M{m`Bhbk@SR%z{{CPmrGYLggp_Y7`Ou5b(?CPvsl|{!J!sD?XhayS z8q|t}%n~a&XXb&sERUP_JZ{<nb}A^lrXJpv0!bnPsX6(@kP;9wbqR_j_zC83r!D|D ztQ0`ES3_@+b_N|Ood?-(3u>c7dqU2j?Jtng%gnsuZ1BYY;gxx*Md{Ghb;Y3FPtc<n zF6;xXvIXTw1#oVIjJFz^8GzH*h5Z*BL06}NGhlE=VgWcMlw_7bnv9^adgzoL$XTGJ zav(=51O$Ok`v-Zo89be#kON63zL_QIkO5rh#G)cd`=huZGY?YZI49<nKqvD+8@E&P zA=}VF#TPg<ixNRIIpClJ-4_AgUI2<&g>Z1y^R%t^#qvg219snqjiCM~Xz}`mz2Mvc zTD}KL5Eom)jtuqyJMwk+&bRYAz`g}v2b&2!sk|VyC<WY;P)M!Fg!c4<!RK>=-2&R} zp9(2ha!d0vlQRnvb23XHOP5?ghnp5>LNi23W>G%K!pv02NPt4l;kB?83Q3@Q<G_KN zSW*P;<>XXCS~$6h8Iay?^5M-Xndy)u;*nUClM0@#Dk_CWaB^k|q)A;2+ED=Bo&k;{ zZ_xcopul<BxD;f&tB;Q-IF{26Z!3Z=m;epDmVj<ZNG%3cDGJ~K+XotpxUlyk<Qi4b zX=dOBA_@VZ9nT=6-fUO_o*XDjh2CRR0NPFpov?B)Duv!;R-Ty$Zkb)!cVQ>&IIvR4 zSU4oKA!o@za}DVJ*COb7%P#qO*^s`Ef@dhmMg?F0V6d+ebFv|eSKe#^w{w$Hi$Pbs zLtEpZMtV+8Y7V3|o&?%iR|IOdfV3W7QUcBOpxr{CHMHQ+D9*1;N`-Epf*hX&PF_K& zpgp?KBJt_+Dd0o}>hWIK14`)Ne(Mgf0p-P2mBrA*PMnKM^B_lgWEQ8ULXIR!%uRwE zJOrJ~a?VIC14m0Q`0xqPGC)xO86;Gk44Eea?E<~nabd@W-5`g9+VL0mfroz5b5b*t zGpbTEOQ2)IsYT$T_V6C)F=-x&;M>PGZ+W$80esB>B)MjQ4rBzo7<8m_YB400C1yY; zyn;(oOQB1RG9VW=gU+NXh72r2##3R=%z`Z6R>%O|5dbNilS>aTgk0>UkW>me_$Dti zHLJJ^TspgD=D`}Z*QZ{e2J&ih7G#eH=>DsX8(vRd@Mad|46)ZuGhRd18-P|hK)MXz zVg$VMAP2fBPr;=$89W&JbVKjc4ZR?5U7U7d=f%d0J)j^19rXllKo%#KWEQ7oLa*6y zgfE~5X;DZ%yf8Ph2)uUa!dB3+x!`z(^a%^{b0KF-zg`Yn5DGFDd~iItkpep94YZXL z+~@+G!wfp|CMgFpYMPb_+VTyZ?I=qHZ7T++_gv8A5A-<neCYMDZ+3t;KX~UCr6xkw ziKZ5pl%_x%4ategCD5(IVVPx+er`}AWHUf=er^Hic<aNEr3g1WZa0E+N=YJkaA_I% zmbhS0;}-1ItknF1#3JxyjzVxMWHsH>T~okX-prT{E`qXCAv>8AKrN-5Ovuz6Xvz(8 z)PD)+8U=7TfR48WFHM20vH=}80BxZrCl;lqgGxV;fx)0*X|UH_D?t13pvw@QQb8mA zAe#@bDgjSKBxZxBVHNfCz~waP#t={$bP;ld-?@#Trad@Y7H8yxZ>9vd9za_ez|ILy z%*}<gJ-lJNvOozE(pK>)1)tUNY%aKM^kiS#(+<c2DNtDlS`P^hp5pRU&^d`<<C61p zAq^@8N60*JMrA2<uo`@j(3XqM7dye3sys0*4chzhFG>P=Ss^D8x>Xu<XaeXMnan)! z+K{KK!1jP<LSSo73cx#UAo(yUH4i-Sppcgdo~&1JO3Z+y2hf4yuodc=xw+tj(;%f0 zcy<?j`0rLwUj%G^N`7WpDr5u-bZh#B4PbYI*Vlt<m&^>vBB;~~@W28%a==>#GND^# zLK3r~3r|Y&Q&MuEH5_aYd2vQ&0a#Bk=vua7=&g^Aprb;;qqpb#&NrUh2+9?2rp|yD zK;VE0%ZGLuf^$=IAd|h|rpMk3kh>o;K%1dJ-7-*@HVj;!gBq34CFEX-8L*Rwia{%F z^D-gJeDYFDONyXPhMfGobkHy#I1-B!D<S7jKiN3}WPf6DVs<9Dj)R<i0=je&RQ7^> z13I%RCnq%p9InYll?5gF$)Hs?d7#x%;1KjJElPoo+(8?#pi(T{5xnq0p&$ox5KK;L zZa!!Q4!E#R&d)1L%>ykHgRYYB@B}$T!N|bK805t3E3Z$z4n7$E!Upisa{Dgq1!W3_ z*Rvt9cC!VvOA+iQ(3s4HJ)nmBg>9f(2<)cPywYOmUa#E5%>1HE@Q|tkcn3mGembOa z<&s|x>8|*}mZ}yMrGnSrfXzrr%}s<f*RRjJz6cx`pkq8PY`F+o@(`SuSDal0Im2I} zpy==_=n7}hbO>~jhXUw`Ht2pWP?7}Ar0uw{2OI|A5v5I_3uhp0t_SOT?ZJUiRg|9u zPOzY&rl_PGY_m&ZS!PNx<cyXJyFq7MUf6&zW-sV=`HMYZ?Lnz|`H)Mz_k)r-XmLKM zx&%jU4|x4jGWgcw0#M@sS}}zdC4wu<)Er26_R#i2+rid?Z@9?JO9$%%olKgNl31Fa zQ34re$tg{NbZ9}x))p6oSC%MbJlwS(5)$d4?PKZCp52AH7a+^-67xzj!M8OgB_?M> z4jTjqcRF~f71-lxpqXjtih9>v&}k0P%|e;bMiA&)_5w(c1zgrchL9Xn%0M$X;L;FO zd2R;PoZw^=1if|O&GZSc!Nn*jXhDOYsgULnX#YTIF=&AhI81X=(?Nsci6yC!RWu5& zC8<Tw^;n>TOd!XvCFbOVXP=#lAS0^aNCB;g=>g{@(76s5He77KumRMy1f^<)<kX@P z$bevCHf%M`xvl56obLmNKz?#bBD5w8O9WqW4IgQS9O`no6Lj=GSS=_+Lk~hs$t(s{ zIv^V$JCs0P&PatWd@D%I1Ko=OuE-U@^FZKb&fvO5!3R7Zpx_QV0vwcSUo4&r(wq;y zzdi|iA4gbfQDzln<D!CN&f%4iA?C77&@m3s@q&x(7r-|`gOi|BD&#f<g^=Q8@Pv&* zNB}riK=)MUfJOnqeh3E-HGxV*g~XJ^f)a?sz$qXjG3oGHSkn_!m4k=l^Fdq6K@QA< zHl!4aLD#E6CfeQep`$3S75OQpVE;L1K$0XV$wBIpw>^;ihKoVRm4H(MD1tx(ofkHN zT?m?g26q%d)>P#~7H@budpd#@L$)7*YDaK70e34>!OH+4%^T<ZoSeiY$dR&cMX4!} zgwS+hD=5oeY`L)S0%Y5NP+}Q)Zt3mREpNa}hcE006$BSHfsK7Luj9>}J+HevUhV7w zIYZ&_W=N+xF()-06itVBK?cY`XPBp^Cl*0^h@dfENPbR+P5vZj<bdwu1P3YTAkoAU z$V4;v;_5{3iO`_nf8017Jl#6|apQcD`45)t1jS=&PHGYST4!+42|bk@6abK94XThf zgKuc}_VW+-1D6>^nV`8h$o)p36XC%pCxJbXnVbPVc;#X*C`2xRH`3i$abrEmy3C?f z=r~A5Vkvm6807AvQt)PL@StsCNl7AfQvvh>3vgqnxDc8Xz^m@lq5A>zN-{vp>tUt+ z<Hq@q8^OmaK5pFlxDh;Il$?<Wnf(Q?UIU$64+;&1fYhR5P$vl1Nj<mZ+<tI^P00k^ zBnAqhr@ake5m4oG5pvg!V_s%SBFG;K(T`?=Pu&0=NCe(DrQnpBmj@m%d(*WBlus23 zN((Z<>lGF9p|kp+Q(Pb?iDVs}eWV=}l24Z`f3l<F=@RgniJ%2vC5e#96L7a@FQ`NZ zCyxT?!6S)9x#0F(kgF>=9f6gB2kkFx0xK*{f$R|quFOj*%Fl)PJ-7tacP)bKwtn2$ z@wf?6y@8L;Plfi(Qu7kQU2BC9$hAp_*FpxrLF@TJV@Tk<1M1*`Cg~u3^ODjc(4r?$ zh&<fA5;B0MsHg;Th^c`A<iz9GYxaO<XF%}`S{Vx(!2riVYF-Iw*&?h_{j`18v$^02 zQ_zW|kix#C2(&92()&(HEP`$jPAo3S1g(sLHhX+QgNMn`(>Xm-Av1rDIjP`VDKEBN z0Iya61=Gc5P)d$Ug;bn7F6;#*anO(rXzJ<0Uda9dg`kiKut#%1hd*UjL6(&~pVjhW z{amnkacL1`l|9%)sksH2sa25jJ~;<AQ2byAWF13LVnHT2--32sLC<E)OizTa5(9N{ zp>s(&hauP7RV5Zf>KTR7JkUTYbXeV9(Owap6yJ2rd9?v@twun8PH{H4fKl*HEKLJN zfr4`?<Rbgbl1#|b=aT&V9N4<gfc)fa=uLNTTIRf72s!L4DK#e>lK(-2>yTgtCH{g8 zNCPtfbT)c6qzVZEUDXMaeB9UvO1lavMTy{h?LqNfo_G|pN8KYesVKD^QgOeXI^)$Q zNcraI3?4HD4X5NKgU6K;OF>7vfXiIS{bZn(p&;XrY=qdCSOi<D>7JUBn3oNi(f}_^ z$^)-Z2aQocQc7kn_|h1VL(&c}$$(@HP}^t==tdam@<GtW=c!<$AM9BEU`Hb;8G<YH zy^tYSP#8Lc=F7lg4O;tK0+}QW^Y?Ui1>bV0U}OeP)u4&hlvK!MYG|-4IAy%r(C}u~ zme;)-K*{VSWXKIvK9#0t6hPOLC6_{uKYlX{e03(cV-G!%a6kCac1XXf0JIUV7;LCx zUM6T(46-(Qc?bAtLubh7?cr@DRXMQB^Kui@A>*LQIiOqlz|jNR!jqE<9iL3fEXv8u zhOFjLa8JyIbl0xWzCIruSfI1W^Fe24mOxIXf3Y6Cci>syBv6d_=VyT9DL)B3www>0 zDY)5s19EBuI0x+pTUwNw3tD*!iT{YivP{T2lOUKw^K*(JC1^lq4rK5oy(m8sdR+kM z2xjp52Cz|}C3c{N*`U%Cw3zt929R6wpvRtouaE;T;8Vyi0M`)@cP)g>6M@FTk~2!7 zo&~KD0sGMvR^mW=$=ByxpLu;Q*s7AE(vpm{(j0K61|2I?06CULA*r+|HL(<Y>INur zfv&^_r;ZDt@&kNeMtLT5gG@Q-HUrQRN?-*Zpe2%!E^KaUMo}vCgtOF~%o4~75e3Jh z+<fp!gpZp$kd6=nofr(=&>NJRoSzOk0uZ#R5Y*Sb*awaX*9y>~)1dvPAXjB3r9xK3 zK(2O!E_!*hY0H}h;C+bRsW~~|W$Vu1oyfV+RZGP=na~Dy8fZs0c!{jS<Hm)ce4vn> zp98r&4m9kUnhV*U{=9!JC^8g4-AwRetDMZ#!}H;Z@cO*#v%$exkXm$jZGH;)-iW9B zr-R*CmIyhDq!6@^Iuo=mAQO5UN5SEhMVa|2;BBJMS3-_%Db7sKfVA5|r-G(uf*Spx z*jI=Eue?z3PR%PW&4#pe+*6B7^HMTEbD|L2!8_;5AnT&N67y1_1JDY=uHZ6A;l}bC zo1rP!8`K>F51y3dCqb7ep4)hC_qpBYAeRjXfc8{C7Nxo*R+d1!{7#v$O?LUEMTzO) z@=T#PwFuhR$SnokGF6<J3u&7MfsX3~CoO+BH&18C+3es32;@ZH$4yO-8`ptCDL=0g z5)H3*fX8<gK>jW+DFVlyf>&t~=+uN{a1sEW2%MP?YSn`@KHRkwybQ54>qsm38a>b{ zk01$!l1#|nLeR2CaLOzJIT&&rT5$=eRs|O{pt=}T(j<e`fJPAWAq%E*Qxi)-EoN|z zKH8KIYPo<)P6gO`!1>Tan+sBla-qjN6=g!}<0{BRD`*EMY>L^jEU^S~gcYbU3+ZHn zuT=yGP;P2w%Hbv8j;exlP9>-)g^YBA*TCebL$?WlJ)fHjUd-}*<}R>%Km!h-g_Zfx z7A9z^8R#-ZaEb-ZW<dN?kXVudG6&LG2rPy6p#qBX(~A<J8y*AlGxH#OTtPd{Ap;0S ziJ9QzuoTK5BMa%E^=RO%l9UM98>--wUs4L5|9-Fn9Ez_uZ+X)_2c!mM4EUgPH_$o< z$eM)Lb9RHIKnq9af|ZvPC00SgL!l%Qa$4Ns70HlA*=eBL-XL9#M$m*6sJ{t1!Wo?4 zt4fnW>)|0A!pak~OCVRjg0J!|0bOnbnc@cB`<a<olmcB|RGg6rJ>VKN)C|dfJ9;2} zXUKV?pc7QVX~@qJJPlErnFns8A6^L>2?04iF)t6g@x%ktoCkZvEj1?xa?sY{l{uOD zkd>$4o9#gRS;0y`;|!3FS4ByF9=J&cYL3B%r9iXsptZZ;ln!cug1T@QAT<nlF)MUY zcTwiy&EQZ0kF<c!&)N<e)dD$9;ljj=-QYBpmtU5e1DT8}0Bw*2hgo@QW>HEibRIP+ zAChnnuY?wKr3K))b_@YucA-#`ngL$ytKbLO#a?`5Bj}J?P=TbVqytJ|PbYT0SP!Ya zL6-|aF04{Wg>0(_`)bF<c5pIHOH2aoZv(Bp25D6A1D&u9W;vEYuZOv@@pcc$>~iP? zb$Ld9elcuEy~6d`*Jpz3vkTLqA+rN|JP;^X6lJD?3`@)doskU+hhUJGK@5f0bN4{j z_$DVp&gBEy@nAFfG!ljUqIBrKn3VjSf(&R(D>&uA?ne)SY*klqb`A*x8<&{}J*O`f zaw-dWW&l)Sf-Z#s2YeD_(h02EIT2Ft=a*$d$24>Eb4sAI6iJ|40znO4aB6dh+&uSe z`nH$Tw}1@-O_An7C-HL+L(WNuPWgl#UH~#bH7_+8vbY6&MM^Tb;C;Gt=hGSB8TP{q zi%T-0`)3o2Af1<B(A+n4PCO_z7dAfoX4;<D%OUfjB}K<JJls7ST%NvZT>)7$l#*Wn zUel_OlzIfb?htf&9AxMbbY9PriEpM)00r#xK5z$5AtN8OSF9MEaUd7Efiu9H8I5me zLgsvuOLGb!J2!$$KvzD3<iWdzAR|+tT`izyDo7Z#Z({33$OI91JfR)rd4<Xh$l!8* zF=!t;c+yGX&EyTQyTH2x53htQ<tk1EU#0+>5d>#}^hEHLx{!EF&d*EEEC$!X3c+4r z`LfiaoP5}UMxgt(U?(Dk`ay0V>{{}+8PZ2i%}Yy!&iH^%=!BMH?wQbSHg6VnzwQPP zf+!SaRDup?1UuV12T~C{*|qE02Ji?&etBLdWVb>PX!l5J9we$#!OK>_9YIk099ran z3Mtq?cp~Vy*t~Rbz9=Y4P0lO^ccvjjHlUHfqJn%#>n<cUFEuy67?jdLS7Crln3B}w zJkVS|<ibCNywsx96!2)2LRcmw*(!i;6#<6|=!yl9+rYIZXlk<*bVdz0nY!hqg0|v; zv$=CVXa`6R=qh1w#J$?k@M<Sy^foCq9XvP+I!i7!2eeHXtiq`%KM%5YSHUSi4?6F4 zeZ_U~Ms(06hF}|0^HOqBi;E#Ab}Qs2CMQBRtQJ+JB2HukJ2V4yi~+O<d3Xh6w}?VP zK4=~k+zC<$2HhbH3J1^;Umz`+#l_&AKH$JfOg;j>=vU$OGROfVWuVp4kk)8gX-O&Q zA}#1DIM6|Ekn$chISgG%hctr)J`)T)T9=qy3>na$03I9K1)f>mdtnQx$Wn03fnM~N znVJhp!=UA6iN)Zwl9dSUQ)Yk;k^?V>d@~&~(spCTP4IG3(3Lm~u0u8mmy{MIWx{qP z<do(@8@i65JIEp4%gBMWM~h37ij#{nAtfRx6cqA6Gc1Xv6`-Igg|0SCf^TsEZ7G6u z3*WRXc)bR4nxSuEUMVPw!2a+74U&LZpaZhz%>bJT**^#wO;7+W@`UU-h)e|EH>D7g znUq=rodFFjP0TAPg)HmyN(GJKfK9lt?_wut<_(n6Ky@6bQUO^4x~n7~5-s2kQ$FZO zNstcEI{oz2l1xZ*5xh?bytDzF*vj%jX9a<jDO_y6u<gPI=!qp6`Os6CoJw<YAf08< z<_E~}0@oLSI!xf?oeE#T3@+FdoN{1mSrZR$OoUXHY0y9i9b;SsDKm>7?uLw{g%o8b zfeV}G+h&1$0j|HnXC!B)r9y@wK*9<|rMZb2-~<p*nwJGCS921Rz%vz~Nr9r&jMO~P zkUl6-l8Q1xtC7Lejp5)GCkiE*kX2lXd6gNE1o~w6(x;uhpddKBup~1%5!|X(D9$XY zg0_mX^K%j*>)@U9^U_jNK#qYWM$jA?$R-8QAY^4S<W%q!@UAmR+bcOIKM^v2>7Jht z9->fiEY1M?^To!6p!AfQ2OaSSO<BSUa?lJBxG$*?TmWgT2WLai74`tnpF?l#%*;v5 zfV6ftUf6m8)Y91xia3yO6pB-`6LY|>cr$Iws|^j{&@0YMg!Vg&9`4$h2iYhBUI23# zygR43suEfmAKsIc3O)O+7_^5Lb_T$kT@zk|y$qVUg>8#SPKB(4@&KJY0!~92`9(#U zNzg(mt?2L`NSxhRabqXgb-ADmZNTC1xB+~X9B7j?Y~gEFDYO|DkeUZBC1B@ry`2ue zSyLfBwJ0?kvN8<38Wo&@6~Z$hm8NfEQFbX<C^5Sjq6&20;sx+JhHOv`1`Z4G3NSFM z1k`y0v6AvDpyi{&o0fUdbPZaRR+N~V4=Hv)OKw5sE~upint6l_XCK}SZG9Zs0Jd1+ zb@vRgKZ`+YgCQd~1x29qG*X~jJyTMvK*lJ%+A`<OhIMbIg14q;B|=tlAe~e7cIMPK z%fUDLDmdm9Ll@J44io_EPR`HEDosx;fsE=Fq~?JqTOjS8^nB39a>(&91sVAzpzcfo zYy-YyDd_w%uoF{3tN-%A#<`@Hg2!MX!xWA=i7Buf`(Cfv@}>p6(Lx~@d>17+mR&)M zlrkZcMERv9nUI^~-HQ_QAQ?U!x@a;OwA2oqkTdd&AhV5$8PMTcH}DnI&}p2E#1dE{ za7u;j8hx;1=7Sv@9_(m&uww%_;U$+Afll59JHWHJC^0oB6H??{pL2b}bx<@a_*TNs zGbm05^++JDadLGA6&#tM84j?rWYACoNJzmqGY_)J2Ykx|q%REFDFrHF4zGpmTLjMp zZ@<_BZX$s84dv&7hA6=<34xw42R5!GGc^tD){NA|6j(M&1dZI~K(-UVnGMd5;32+N zkd{)=C5|Awaw;K-I4dzP9eNIDMq(Z$6(=Wx+VEiOvJP)91D$3H_D66*4s=G^Ik5<O za*$JMCV0l~>4x4XJ9=Mi-41pS<gy`fyGfxWH6;Z+(4pX*0~r7U-M0?e3j;bQ8r*aO zAAJZKH{E>!Qt78;f(|bOxgj+z4Y96N!7np0JrTOH6Lb<M*kPbaXK=$?!8<XxAPwZd zsuIYN>?wy=mVw$j1>gn-IQ2nhdSEdZoB<v%0|kzPp{1b-n30>BUk)lY6#@<~1q}tf z*#$B)8S4Aw{L%u*GAd9-+r0#Gt}8f^XOx0Y`v#kloDbc28xFd95wcEQAtV#LIwm<W z2R!AGRGJ8$yaJs723}^Aoe7yp@J=m*-piK@8r@3=jSzqwbba#m6`(*#EP|Y>3)ZBN z4_WA_;E@krXp~x10zFnKCo>}vviBklRINg{`hfbtDUhfJ-&nB=>~zq+4@kpb0kj4Z zHVg+Ymhy8Ti$|SG^Gd;6zF%}Tfi<OMf{twi$2n*L(&5dJ`O=#$H=%unjTbgtfQ&R3 zfKCQVg>CT6c(@yU;+Mj+&W0zu!DGHJHi9?uXQrf9fnyc4B?2;Jo1OtV3_Y<Z8`@S$ z2i@<Q30d3foRbO}v;f_|3(2AZiJ8!oV?n2lLl<j+CbAQudDtnlDl-?Hzd)%2bd+KW zWI!Ku{48umM{x$|Uavf8<Ec0?2RfSWk(vQ%q?bM1-3?AsA&HsgiFv7zb14)Yi;BRl ztn?zti0jk7-A{J4F)=VOXlQ~Wu_!YU+>V?$0kX0fJU<HAJD!_ZoLrg%I+>&rq~0e0 zq+a3mw1waxE;+msv?T&87Iqj?M+K*X4$22-BItrRP*j5_1P?ESToO@|Uy=yfN)L`R z@aAtw=PNTW4b*r6r&p(ZXo;B%=^QEelx9{z1_d31e8FJ_I%Dp_KG4ht*g3hWnV^eg zz`9+a#q-lW4NsSMgX6C_zcd5VKTS_9PR>Y7gI@0l8ZXPwDFqEgfZg+`VdA5PiC|9| znt<~ksN97t^T<8CBrh+s7`&cUA-%M?BoVr3I~lZ&0G!$td`fe`i=dvaYkocpT)*WP zK#u_rC;}a33d%4FMfs2u0l>8_;@$>uz5jACco!gKDjnnyP^%K`HrJxG{2cItycg}O zo=@2b4rlO8{f-M;E;e6)Y#%AgEC#Kc1}6n~@YV^~o(3ZWBNLE;hgU$CbV66MHC@;T zb`@wLaB30sJY^?PTtElW6&yj$Ay7Di58Q5ogg@x!GVtxCAjg5CJ24rO5--fVupi>K zO&9jT&inzDS<hM_*(?`y0STmj3eEs;UsUkR1n=od%}ar{M&I_Yc{3NX8szn=6>p|N zuAu;3`Ukxc+b=a8TGBYXfE%!xdD)=2f~1E0yb@Uc_sECT%%A~ius=a*64d_(xmzJT zBR{_Yl2L;*67wJpS0~ur0iY#L#W|(m!4HMhBFJ>0J9zjI99j95kWt3Ow6x43(8zHa zcoh7}j_xNr8o(|o$S)~LEdqNoClhjMRc0c1lsXr5ATv0e(sDp^|BzK7pm2IRzYiQw zYf~W|pn}qz;#5e33U&l0*v048pWApId?B?$5~vjlO8l;VexAW#Z-QEC7aO4GQMi@n zLG~oSY?ui)dub753mRy{8|Zql3y`h9pjo40(CiGz9gmwK7s4iH7J+stf{a&)D23FU z?uYl}<U&Rkl5+AvbGzV_sgPTm3)zvXkdz2+{eWs(a7!7qI3*d}QUoPXP~by`>cAT! zl2SoyCBY#U<mv3;7zEji>5-TL9tIC_^mYZOI>dHVZ~_M%V_IBVlnTjw-ldS8o1k?q z;D7}+STA;5*b2JY0^DCJPR-4Pv~fzHYaN|)G9hb8KnwUFi+%lzGSi_)Wx0YDQi4;L z!mEuN-z)%MmylbK203fQ53*HW!6h8z8->@~8sAQZoHYd5HVKX-(9K!JkXtwtb2HN+ z?Nrb{kjy-A?G;=C-f|9}9e`fO^Je#ww^P8OU7T43nV1IO697&jV5^cqX$f)!Ah^@G z8#Go7mMJbxO38$rNeenm5FBWrX<_i*1aO*tIsr1zo?V&;X}ccYlMWe7N`&TOa5R)9 zf>v}wY)=L)_bC81#6X1r=-jcJ;0pv4azH0jfL&UWm<wsdr6+=J2?L20<>%x;){cXg zPfuxhJ$cS+aI7VR#{W}_pl5l9rzSy`{|A6}q+}+8Lk+T02b7K<H!gnMxa@Hgq#Soi z&C3L*A%&9Ce6Tx<Ko>VAL*_hFK)0imq^5)C7K%%t6H(A<!+jSvfn23fo|yxg$|?ah zU%|G4?ty_`j^hL>o4`{lb&86hOpph?b^XFD&?-Z)`->|<tDkZp6{><qY96GDRq#s$ z-)eBP<Hk;qPK9zv10*{Ux{5rYC@~#+l8F=Ogn=~VL&WDpZZQH)*@7~tg0ZmyIPyI6 zQc6KLsz7XevZMF;I>_W?=F$0(+jZUZb5e4l?dBsJAiJtciy>E&W|m}t&m(PttVs;^ z5A|~a)jFV6O&5DE?7i51VGpQs*V6!72FfVlt#pv4b4p@5=%5L(XI?`thy@*10@;F< zlbV-a0_j1VZ$9604sw}Raz<%hHn_bI3|SEZ3S`JokymL7^jrgTQv*;!Qb;YxuK>3W z-t1fevgBz$IEujY@ZgXxN(IlgLp$xog{7Ir8Q`r<;M@wEa>_ltvLpkPRusU?VqmqF z3+QG&aHc3N$jM9tH*S}M4p0Q`v4fn%fgnLiW5JR)v!;N}DLK3{8FcG2IE57?g4SPy z3$u`n{9;IJ8xl&8StziU+|-mz&<)>U3qcEQp|?F2mlmWJWuzA6LsMgJCV2fN><}B! z)M_#$m%t{6pvTF8`p)1pgdR7}ecadvAwkYm03GuUwkA0-uM*M|RY(FYT?acipeVl# zwl^-L47#B*B^A_ngOm#%&^<^6X`o4KaN8z0KQ|S;{Sa(y0O-aX$av4IO$~20Yyd@8 zPHA2`Wbugts8oX9n3IzT+B%d1nS=Jr&r2=INCgeeg4~&(n+M%%8w{H6fu0%U0y!WO z9No=3K}j8Sh!BYTrfmW^(jgNBnUJbf!6g;efJ!S(&4Dh%O|2-%gbwN?=jR^Y1?jy8 zgKsDXS*_rn51m&B9o_<Skb;+^H+Y!}sKNtpuxSKG9k^2209~@^k)H!O&~if?$lD5z zp!=6W&U-c&auGW0T3OJl=^SXy6OamNr(SHnu;s!IkUntwfXr>?9$o;Mx_0((bq(_L za|g*kUDx@v72JJNC`v6!1a;6s!U_dN`6ZCKLeN@0P)h^SQ1b8$2IX6Y)H2Y@GteFw z$g(=uoMK2V48H8QC>3(VVR8{@`4e~>BPfJ3)1VUy<r$gaD>cDklwSau@XH4+AqOdQ zD@uj*;okN@u58QAOa@neMW7p2A$u77!E0tROEM3y1cx1XhihgDq;2g2Y6pO(g23iG zC8k4G%#?t}@4)Nm!L_n)Y6*D3VkUH%&C!X_)qdMS^)+bAF~~6rQP2|}Tv8KL3i9*8 z-c8I&J-P>6lY`D~DlW-{oQDq<2`I|X15G!8Ye{fUNX;$HNh|@k$P|(i^OC_?SV8yE zOz`2dPdj#lLliVa06Gp5T5N#w1av1HWbESt=r*_w7dyex6P%m~Y0N2jXM#6VJe>o+ zm9Gf0=^y0p%)C5ks<_>Fvje2-O~(xAxk}IX^*x;kzAw2Pdh+M%%`LAN&H+0Fbbu}B zFvm>DLZ`&UU~q2C%S=u!hIE`mKsTR4mVGIB27CH|<U!N;`K92RUE#)ja4DXXnF_kN z5Iz}IlvtV!IhH8|a!z<kQ6{vRUy`2#K6Drym&Kr+HL1|E4d2Y@c)c4uiT7+B_;7)I z(7sHNcN9uei!#BT;mp($$nt|A$nn!TpoPw$ypo;>3HAJ(+(by*#~E}!5-47aVSA&C zvr}_YOY)(so-*^mXL!T6t?aq56=aaJzaQAj9MC#ua43PsAX4-4G81zk-Nw|y(nMHe z&J8qF4K70*b5bi3^HQLLGi61YS>TZINKMQs$pCFo0y#zD?bL~2GgEU5G7=%B8d!Hq zCTPujDRdJ|GH9zlG)fDK@}b8XCxVM{u;Y9Zq00#pi!xIo+tm^aGK!!VkAnsjL8twJ zl?In2LPuHrQVYN*`6zfe`hujuU8}VqXQd=UCuHAF>v-Ke10<<XmY<me4swNyt<WU^ zuz^dEmcmlV84vyi&?34BR7!xCT`GWr4su|zf-h)B91>NasZ5A`2q+(dn?Z>s`I(Sq zbqbKF4RETeOa))42HMjCIbt?Hskj8RS{ans6<l*6CpJHw3LaG00KV#50hGZrz(EN* zjXM!^;u@%xp{)l>u_cwsRe6vjjx!Fg1obu`=UNx!ryO1jX+*wRyytZnq$*AZ9nY8v zakPSCVJW1fNl8tDT-62&oeP^l^FSb@6+j1OcSCMF05?;+z(qr59_T2VlEggF<=|j- zj-@4~xsX~TJGCGYdVEPbX#NQlo*9{WnV=%1GOq-5>ldVb3Z83jfE4cvzM#|AKq)jJ z5!^d0%_{+)a_>}>2$`MO3_4Tf!iEdmLBomQpfa>HwFDP{py~&_hji=32Cz(VVjiU6 z^$!gKnVDD&9z;+8jX*;V+y}MBQ!63v0AG`tmk#L=f|sp;4%-F=ghD!~_XW<&$@xVk znZ@~#p)&uZBIu3G;JH8WSm=d)7q(q&26<8;{qV}X!z+uxPD#m!G{6;{GhoN|Iwqx* zg8Bj=mw9KFfV}`7iOWnXEy;%rqCpytAUA;KG@-MfNub3|kUn#6e#+q$kXt<7woU-s z3Yw74ECMf&%Z0S*L6csf(7&<#2KWFR-^4uVWc1sab6)q)1jpR#Efe0%g6vuJN(9%` z&v#D-CAEvwAa}<>BB&^{I3o`-V)SY&WDp(HMajzmpD?MASWu7yUQY)u7J^cXGeIc? zI)LHh?+?B>M!};JGGphF3K=SO%Y<AuQkn&cpN!PR9LN+&ZX)zB^Dx(-NN@;UY`w4# zw4L-~$3@5?R-nNN=$Zh(MCedLP-;5p%1>~}`{d_CZ1YLYgY5J!2E`$yAPoi$%z(m1 z;mus|Zczmv(7{L`jhQ7ShnIjtUIBb68z`1uYzEIFK3&%IY~GwFdl!IHL~%}L0qDda zkRFBnJZO?XGU4zd$Xc$F!~*D6q!REoCD1{lBJk)Y=pI9`9g(0#I3R~4XF*z?nV>2b zyg~uo!h~Hhb73K9eimf$vyO=`mUlkg2VMcG5CAzL<idgr;K`!QytJIeT=2=*;ET-C zAQx#UT%UJ+0{9>y1v|TFP`u}Y@-TEE-Gxn{RbSwk1Ff7d0o@o5=|uY^<|d^;%E^)< z=n0Z(If><<79hB!Pe}!>rw5&woC9(jXs2>cViDv(rtm~aS_KatF9x3?`Fzg&=d)U# z%>eJ)P;ko32DggAhy6m*y+ZQgoscE}3PFCLU{QFrw;615_TfE;mml5(Id<GBH9a#A zcJJof8PJn=(o@U9<|(A4g3d_<=L*OTE|9KmK~a8ECgd(pg?#8a1i7HQy1*7Bl@@_^ zc7azsCl(i%=0djyq~+(AfO`Cp!*R+|p?e`fH(BLpra&r9P@qHGI|{C_xpIZnqHOR^ zCs0HmUQ$v8U6_=UnU<PdnGD_J>f#>?iVp>E(3((4Y3*K`T2ut??Y-DP<JpY$VCNNQ z=7F}CLV^@jw6BB?cY}tQ!2M)}eCTxnxrv~`WbnMLLULjeWIZToXG#%di%S7$E<72s zmIdUti_M@V6JT3F`*cCGdSFgjW;*ydV{kx%Vlfwb#Aq<6VFUATQDP=!ORs`oK6H(7 zcqXXf0E)icROnT#;H^?yz&ZKVroC@wZ2)blgH}lwHi0rXbU}S$X-R$(WDi1cat5SI z3Cd4Of>dw{ZkZ*Zu|}}_KqGP&_FjbCYgCY$mtL9)o`Zz#e!JKYPSc=$CKvXC&NBsN z)dJA1<Dl|QAtf~jbpI1%Hq95B7eED9DtOjQ!8a4M&nE{wJdz7NGwa6k8#_Tk2HNHh zZ3B87hMXe>I(Fy!<m-#Tc7l7U1)yu|z^aQu8*0HU&;@&tI7~Ub5_HlGsC;=j6Eclb zlv<Jr8Yc$(t}HPZ)F}hEBtV;7QXu^j=M2!b1JFimNn$Rf`&?X*pPgC^DvqFsGA1WN z`bcRxnMLsVQ1>Fp6ukoIKsZqJD3n(wft{6{pIQp8upaJO2%W}!Gqd3h^r-J-@XBgP zZ3(*7r6@H894ZP<sgS|}w4EFrxJ9MOkah}aLMAmOF$Iz#!!t5-p!4zGiIADLRPX_- zAWaI%8PNMeU5g;wo?dU5@(QwZ3Vi($xX+~En_pA{Ij7>)CP+W?!e&sf@FL`lI*<HZ z(3S3x-knz{xbVm<hR%wCuBwC{y9qjew*)*$a(E@AT1WxinFnc#Ii+SKmSsW?jegkx zK6Ur$<PHb|=TcC{%!9P^K*I~rGYrEax6zhB!XC7839L9bwKx^h%6zzMF(k$^L0vbn zB<Kbu=w=1?)V$16NI~M70-9m~&v!nX)A?i<<n*zl^Gov}3yqI#0M)BW&`ky4i{MKj zzIfc)_qeqWl$!kAAoseI=R@!Je%=9D%JjN(%bTtx;2;OBcmqd#Mru(BWJ^|JQ9fwI z9dZ=ch3(+Z+Fr04P?m%oVeV53U87)VXaurK;oNj^Rsx-Cky@Tw1ZhKo&M+x}HPJzn z$GgCje}@-ACJyq`b0AKBGqvS)H+cA5Auk>5=Zn)WHeJ{OGWqaQaBDs}A6j>pq-GaE zWAM#l&<$MRLMc5pCpYsb<iOda)D+Mb0<iZSi_*dSM;%=p!9@<FIR)Mu58m&gaHJjV zZqQjj;MMRT)6z53(?N|2u%9d8C)E@eWJ1OY71B#fAce)@<&YUx(1jS8kQC>W2)1w@ zbY)9Qe)iEO$daX-9XGqc8M-9DA`^774A@1<AZv3#!#&WZxS^$~1<2zm&}+Qj%$xXT zZUb1OZ+=OBQ9krsOz`njkYi9%^GY&Gi$PZ>LURact3PBo&pAIiKd%%VgjSCmdcej6 zWI}dCf|FlyVqQ9QNC&h~7Bs~L5(ga*2;1QI2D}vW&0O$+rdt3gh!m0_Qxo7a4m4N? zT2BpKC|r~Xy0HZ^a14qF@CsE>Sc0|-L6)j2Bqze|Fmun(Psszh7i27Gv@A0h);)v_ zj)3DaD6<$m%~F~JS@HrZP(Vg1fT}P^&jmbjSaf(TxNVx43(ZGfnR%cyut8n|FY+&i zxGN>KI5|J52-3Mz@I3<AQU^L~0X!|D@U#PbgRuhWibs&c6hIRqsYPXA|ALPFEeEgE zV`5-nIMNRyeZYsBD`XczS{RTcZoozMo7O3Brh<=PRVYi$fs8j4<d>E~i$73{8G7}V zQ+^&~z!GwJMI!X(28E#1g2TI#Ktod?FF)O|@hS9_jf~VH@Fp#=3zIW4bMqiqhAJFh zo>~S{t5B9%3|-<_mRbb93tAz$G^Zr93^ADFSd^QZmkBu>=fb87TfmzZq31j1Cuc)a zVNoh5PQfWWv8bd991P&$|1B5$FYEzx3-WUguLZAq1IJiEBJ|J=M{h@P=)dmhc|9L8 z{FPb+F;yWs5p-G}xB@aX02d?=mh1p=Q}Xj5?emQM#3INB1JG^Hpd)cFfWtB?H6MCM zG-#bYc*Ljxx;id1FB9DERY)%a)w_`L6m*R_?5xmK&`Kl7G!>*f4tAegeo+#1C>c77 zlvt7pY1?L|r5#>b1lkY<is}@|en`+kabS&!prLz6ZzVK1I0!5j1e!2`tkLtxhn7pA z_G4yVI@n0iTv;aQta!-uBgkK%C9Tjs<jJ7L0m+%rWe_fz#o49B;30#jizkCZ=lY84 zlRz%H4&KrVx&arQ!9iElfHOFF$73<{cCMV%(riewf?ml0Yp*3|79~U4nL!!(DX9=2 z6l6lSjVXZc;>}D>1kc<R<yV5%CV}I%tTZPFWVgRNIMrq59bTK930@GHnOc+yE=-FH zav*o~frBC?H8&GFlnNT!DK5zb?^U_j4)QcuMKWll5bOg5_fqhpi3dA6L6&9b99{zH zf4rGD;nlt!;B;1&S_HWn3!)>))fa4tGx$UhQ0OF<q(fRrpoK@}&|{Jml5<jv(!uj3 zprXA5G8CAT2|g|=EWi(JG`MZL4K#%VvR%O=5puV|<Hi+_8z(<*>IIp8zU|z8u+O0f z<btvp=xBcEGUL>e+*HW2(BurzC0QUXH(PJ41iKNmiE|<NjM@;$0kjIGxzK5Or_!R5 zd~l;x0es*WXy6o_Qi7p}!DJ?auToqJzB<@9AL4#T$c_;O@Ei%G>`yHMoo^0yA-LX$ zj$46-rJ!4boj{9?z{@3{b?pTy1f3jku?d>?z%3-u*}))>DI})nLpIVV1cthT(pGV5 zA?OOt9B@cF=H-`UK)c@I8PL1@9P{!@p))PTsY#H9uWy<g-^>LsJS<BDt>py;@4Pv$ zmxB+KQYg;MgVcSgMX8Xxs})@Hz<U(H$;lZMkf3d95ME+QVoqsZCAeFpkdmJaIR+Jc zxE;t?(B;FBkx|g)@sNb?omi9tN|BHmc7-(1{UV@<Q3y|kPS%4~rR~4ieGzgMZfRb2 zUVb@bI}&IiJLJ?91*gQElyc~btrE~|Omcn!v_;@v3O(#QzaldQ(h>(96qs5BDrg}S zE^k^kzL^WzUJbfl1hND_08~Oj(#FOuuQp5tMF*&^DNBUx?$0mEg)Hd>o!tvv5~*Nl zX<`PB9q=7LVBMglH_(Mkpi@pk0g(!76@ZfvbYm^(z6G%2<c!2@$N+94;xw#`%w*_# zvarNb$YsAzH*|o59F)3}LC1`Nj8zDMIt|p6hb*T`EH21M%z-TXPb<o=0;eqnS8tGI zpw;ToRhW7C#gO4BBLhQIaPYeqLHeek!;m1W2YnAO0nafjIHsn9lqBcpfCsVyphF0+ zCoci*_XnA*PzD+WgUkf`hq(rU9hV8as-ZYJzo-CYf<i_jxFuUynwSF`&ww7O(G0qn z1Ke<Fx(MDwo?4U(w#ma4++$EE&W99c;AU1q4zx{@lUNDb=nW1QP;)5-)CUE-#wowN zI2F9(7IcW@z6)C}Hi24k3WveF*+I)4K({o4CtE=05hsG2o12(&WFv^7ke-?fS*xE6 z8uCttbe75!kM4nPuy)P>?}z}e0|MVP0P-5>gi3I^RZ?1%mk2&M0Bl%NPCj@tN#Vl! z3%kHh4a?6=P6d^+;AB&fT9gSHzw`p#feA87!NVVX+EPv;wB7|}UGOSK1(#CD0yB?H z&?R`8$<WQ0DbN#I(o=I2LG?i;B-0fqCZ&Q`96j8%9@5iMD1+S|ACwQe7ZIGqgFwe) zq(ItA0jWiWrH8@ydV=<qfg4~MiJ6d97)7AVNJ~J&Okii`R6_b^;E}W(NO(VM=zF<q z&l5=BA}<r_0nn-#@bXKAH+vwhXV7`4puMKxJt7xdLFcVs*l=MNXwdi~WK9uh<g_Rc za%l-@(H3Y5HZ>1={@{hVpuJKcS6rWSeGVvY!(4s9o+-=BF3C)Xr2oW%{7P_bc(dgO z*h>moum(&9XcDI+H4m~<5meoSHYI{%B-qz8!~;~kDu9yYh20l6fTOJ_wIC5Z4gikU zqRe#2`ikI;)XZ$i{s5;U&@f0PST$(hP$j6r4bJq5DWEi0S_C~A0(3qDc(GJ!5p*k6 zVo73QDfmP~1;-rl@kF4W8f29{WH~O_K?R99iDgBJkXDpy4(R-8NE^23@Ji5$N8nBj z=wkMw63A`|aBlET1XTiHXB8CX7i55Tihz9zYF2>9^)L27?==9gGl8!13@$9q1UCTQ z%v%Uf+2E0#J)l_#kZ$l1Cy<e#oSfA3!{ECBK})p2lW>{&d62_8!Mjm*gEsYp-2y(D zbR*a^pb08aS^|e>Kt6O7zoh8!LP+Z;EfYHI9Gsj1X?PTaFDnB_Gvs9EJn+N^=md=- z*p0<tTbx0c)Id(^$^_jX20fk(lui_aB0$L|zX-Z!Afps~9V|%f`l{>G!H&7H=qBX8 z>dd_4qSV7{!M^v-&jr=QiIBnZ7afy8HWei%XCB@RSyd0()0vnKE)^7lQxhTk^xw?g z@@nIT*Gs|eWQDB!Qt%>a$TA1;4e>J{H?9Slr0{0OlGpQQfUN=@zH|Xx1A?5D53RQq zz!xe*f-XO=q$ocJ(kc%~ElLI#*r2{GWLH2j=u#}`Ob|G@KojoyC6HcddQtx2`OqWY zl2Xe{iy>n`nR%I2kWv=3B|I~=2s$w8kqDYhPldL5JKI5lSeyY_Zkw6`>A@94PJ4om zth*MarzYiPLb5JoodaZ86YTcl(xS3V*tJNIu`$RM9Zs%6?qC&V`MKb`g20^Q{Jf0R zWav0xVoFv%bY-M-W?3fqmYRZ8@VF#+pcovGue+DL?(P5;gD?BR(OH}W9W*Y;Ni0bO z9XbOp@D+knp%*Q<q^3dA{PUT+U-p1k=Nw*{mk%yFL8l*;fRkB4QGQxxNn%na==58# z+fs{)K*yAV+rAHX_k-)tWN>E=ltC2UEN^%PS=<TQlMY?Ukp{Y^5gc6#hL)!0AcfC5 zCO+NQ0nWRndBvs4ppo~qQpk}Rd5P(j&^=$NIiU5lps@<DH`5Y9)e|^&Q$dG&=Tw5r zQc$@FYC~Sw0nTcWeRH6pLQuRV=YXpR7wF9j;H7AwQyRd*l#!SN9`4CZ%qxKoDTBsr zFKoR49$W>VzYgvRlz?`~fwZK8&f5l=`(oWJkef0}5<x>2;IJtN9S@ZW%?^oqdEjzb z!6zTw9tSmg^Px>TP-1|Ly%y)^fbK*9rFn&7=s`EZi8+vYQ@^sz6v%*NRVnlohTwwC zY;bl9%S=gyEPDXmD-71}m;>&HzL?kv3Sm$O3VPgvV@fW_#c$?r1s8|`i6x+e3n49I z1^+zQ9ISVK5+rv8C#OOd5Gn*E7K2BVo~-~c7zK}VHeLj;Oa;%Yfk&U*L3{BawQ^2s zCD?VKtLz{re1Ue}rY7b<>Kp~PqD;^vI4B?$!t<fGc!Ezp+;p)Ua*E)MEjJ(w&R%WW z@M`lOP#7y@rKaRV2DxEJ4oqJ1x*yV(eKT+A>n3n@Segx9-sh8F3fA;`#m+a=wt$(g z6$Pou(3bX=3;V!Pyc3+jGmAh=BlGi$L8k$L)g~sV79~S6OB8gF@%oDEGeCJO)Ds+j zpcYsud_!3P<U9^YiwQK?oDXH@frg<#;r^nz2docN(WDk<q(bgf%mXc{0cRXY(GNOf z9h{2tL6>->Lbg0BfI6>7!AF`s?FY{V<`?Cb9-R+1?@im3H_IE}&g%fjep(LXXsqO- z#46BY1+ZXLCS>|K<S=+|NmVMiNt&4qU4Q&~W%rwT;FF3Kk}E;W;=prfppv?2^5e!; z;AB(+3LtQVflLPZ=jzg{U>VTSGZ5o*3&7{~D)@o67K1JJ&WFqdxh8`bUa#2kx*L4X zzE>h-Gv|dx;8TgVTma7pE2N|*gG*P1u>5pzAS9J0ftt7A!{S~xfDf%dybChU1|Dlp zhHgH|OiC?+o+$>p{WcS{8xuTdso<Gg0Gi?exim8;C$R`T((arA>9!ReUYP<uE46vT z+o>~NuY@EMP>}(>-NL&FdKn~W0X}$A2y(h!Nl_~3D5)Iq0SXEM;gGruv{`Y}#b!vx zPyn6n2$`Zt0iB`&?R|iXJ~L3*l;)K{YAn#fq<JZsC8b5s4Pzeppe8aXh{OH;K@JBm zafW2tl+={cWYBH~kT~cdQt0{Wpxxk*#&$t|8KgjX-8%(*g116|qYpUZoN}NWjmj&* z!zl{jAuDhzC?yrrRdz2*OwENX_RBlG5>y%|!q(xXB<8}_JsDaWTR@Ut_Y%-uYtUo1 zN{aIH3&0@(z7R5_B&`$@J|SM<ECo8}?ZPH-yryNQq=M=au)Bh@Ga(b>zKNCKzR&CB z;L{sH7Yc$EB;_Q6hn*C{!B>|lxP!Y!$t8*4t5Jd>bM?uf@c>Z3W~7!wT8W^pS21LO z+%XAq&Q5t^aY<@9=srxa!O5Aa;Ne^a|2#;&0A6HQ4638S@}R@Hz|~A}h--j{qaVl{ z;Paz0A-xR$;>2w5IB!WJ^dgbU#DXImEAt_xdS+E&X(qJ(PD;&zouL+9nOFiYqMl9w z4>Bqgmu7=)DK1D&&VodQ0{AR2kbUJDnZ+g0-Cb#i*A{0cLzb9(Bo-BA!p=II+VZvs zvV{+HKvOojy$13@CTP$ZTsea7G65eD*8o~deqk%P&IOl%+b(Pctzm#h9O%m1BG~53 z#G<17bkM{A$SeiW`4ON1KDYTCc>EM}{TO6S6cm|dsi4JCAQvlurmeFfZD8n{nynYM zfzoqUVkOvK@V1LgP%?(D5eFR|1-8S_-M<)Qhk|2>FNnUe?gqI0$;=0xe+W)H;MD;e zpyOP{$r-uO+A0Hj*yo$6;Pum>^FqM`-=HIlU>mf+cL##qn3x30NMNQ@QDq|Jl(R5b z$kqzTRnCwheg&UIa5W5B(g<;!Pa?Rv@M7QW7u}G>_GO^L1rmwiyAGj)V0k4OP#+pv znplE@APjN`66p4`H;@B#K&vOACoYv`=I5lAfY%p+`hYp00pe27vFc!xlR&2}K-Q@x z79~OkZa~`zEkR|0LRnEF<nA<u;sWT}!{FqMa>$r|aB_YLczv{jXI=`VJ@R@v<gCBs z#JqfPnGXtX1y65Ruw5k?i6w{ELVN)_%Q+Fem*Ls^NuXHDOwWZZa&rdVM+g$p)6=up z1P5kXKIrHgu#3D)b0M}DrRJr815DxY%ACV1L3QYZEugprjlzNJK9Cv7iN(;>t(kcx zrJ0akAjnY}`H&ubYDo!nc`)R7Xpkm_+<fSv+{yVxkV3*Q3~ajxXjM0e^{lxSdIwl$ zYFR4erekpXv;#Jul~M{iW<3vbUIlpN)8Q@9TZR*JlQPpwq1Qz`TRH#PoMw=d6q55H zC$tBHPgMXF-4J2uh4o3GPB6%apo?SHZF|`aX^du+LRRD|fW|w(C1`39cyKut9J~rX z;54t`2DumE<t*^Ajt|yte6Vf_ID3L;@yjxcA&EdCE43Uv##LMZSzvpy4RnMGXtgs~ zHE35yCg|V*aH750auYI3?UA1j+RO@xTbI(Jj70GG#PzAy7lWNtkO4YjC9woDs0ONv zic=v~LS`PQgaTz-NX7ykMgXop6r!M;q6-o$^V7g*^C%=|BtkFl^8l?Z2M?zmUYrk( zqcZ4taT<7u7C0W0@=L+<6rhbS;I4Nvq-J|Md)||MZQwMS1v;=Q2XbyfdS+2hS`ldW z8sZec)QZw#P*ZN%8suvcK=H5OU7iS;qXEsE&jw#r@^tw`P<$P2Ix-Wi#1C{UAxI=M zH5sz+JTtF26}(UZlxd&MpA1&!3tD~$X1V9&CqWuLIjN9_9_U6c$QY>t=w4aKttN@d z(35+UGmdS5Omes<=43*<uW5((Ko@R;*8P@2MzE7JQy>eQpkr-NGeKvp6hd0G$)IUp zaL)_0T@IAW6hOQ1E^LMF1uIW1f^>I_b234fR)J#`yci=fF9kBw9hL~Xu>kB7m(<J( zNITci($oYT(7A^<muDUUU!Zbv+QlhgG0-WSu)7RFYwn>3UKQjQXM)E8z|H^_T6rbV zX>rGb#AL{^5dNW%2FT5h8;}+8pn3hnD<Id)fX;_(f&?#Uh88mS0J;khv}g#j=ghaX zqy*fjdASh0ck;!;o+rB?X##wTWF90h=7MJ2z-!{cK29ts02MrtL5pW|=7MV;&=Agr z&7kFF7r=WH6kPHlqko{Ke`%1@wUZBT&IPXyQ%FyR92W@=sNBTtM98RLZa(PJwJgXP zKIa?GZ9U(34t&tCLh{4iE5Vk7R<k977G8n1rer3SW`S8Asfi`vQKFpud`KhAsVF}i zvO(P=GSm;07m71db0B#rEwc(Twy2PrmjSAW!R^T>`?^8L+crWjF$OI^1r6X`fV3q7 zLY=@-;SJiHl@2}k4YUhAGcPp-RPr8yYzEEEECw~{A<ZKHH1N9gT*xfK^?9HZP(UtG zNJ=dScjOd;^C2VkMW8EtK^Y|}u@o}93El+;T~nS5x|0?>V6G702tJrV;lkdF)4&6P zL5EislqP|Xzy>=IR7_pi0BsM3CFX%ICIVF<rI7hZ5EHaO_H_?r4Q+aUDY&_}ehDZ? zDx8P(Zi^F3^B`^cf>hXbxM7K)(-5HUhK^9CrRJr8t_=k{J+%nZLI$1n4R%XP{?Xax znTg<avkI=IMfs2c9MCnQprwSFu$FlV=yE?u!RZESNkYciA>H8%yFkScXnzN2D>kSN znFAT?aD^_;Ps)eRHhY3rI)KYK=fnbV<^s)5q$Y#M2f%}2OCfPt4oSNTZXuwwb9h@( zDYTBtP0h_O0-f6n4kQ=Qjs);xDTRQH)N+s)^GlN;L;MA$C6HnV)Lkh7w~N82s%*Ic zJ~%qRARprC0?^sXVADWHut7$pk~0e+6PV!US|W7Bs31QDvN=GZATt@Vz6P`#1$68d zB=7ncC1-&1FE|A`<>aS>%`MK)NzH|9q7TTdfHVw3GKx|mR$SNwUJ(b`mKK(u13Lc* ztSvaPEHNEY(guV%gZ!r8oCwJs<(1jc8L{*t@R1Z?4ar6MrOA+OYsuif9^e>;UI7HI z2^D-pgTR9B`FT}|IgsV=3ci`SkTF1~{2a*IM6epr*$|+m{$R6{K+6x)L6Px#!VKsF z_LohIL8Dj=6Tx+EQ7UM`FKB@qD6jc~S1Eawra;@D;2{pk*`Ha7*+;;8EJ2%bA)Db9 z!ZRTUJA=mRK<OeKbZ9JenmoWi*wYU(NO*n1^{LlaT?g+~Rmez8hxCUbHxOh(QwX>v znO6cCMpr1w%*lb&li-C0V83|egU&Amw>80AO!r@GzOegZKXeMB9JCQ45q$iq0;orw zm<(;3rR9`@4%Y&0?FAWAT9gi&iUCD6Xtffgat<j<gq)TKSsqscJ);(W=Q*T>kzZ5_ zaZ_SJ5w!gq4(gdf@|SmMPDv@a8wDyPE^N2}Ib$au)INZyxIX3jgzIy_rEN)SW)9*e z!s67tWZ1d8;3@!IYAWP`dNbwF?pPM+)IP|pgJ&LiTolx-fsBQLXNe(00id%(A=9P` zX+@dIkY1ltYB}Wi`UgukfuczPdYB+Mz4$nWx_gAULK2v#Ux;f^n5QeK#Ckdfa@c8Q zVqVUXjYlDC#7gpu3Q|)bOV*1sKnn`fA!YEJxm#XO2A^JiWMd9&cCH|?91>#rRj?&G zuvIkBzKR?4g04K!3N27N1*f>}pqNqs&0$>Z0GGujpe$0HT$Gv$nYVPzfh3e?a~fXk zp9rofUoW2xI=+9}mN&DeK(sFejje*^E^Gp)81OB!-~cE{EGWv%h7>d|rJ(K~SW9YJ zYH|sr;h$fS37x3REiHviQDr>b-3z`P0(=!w5ojYQD4dSWgh(fqmOxfGmli>DXh3E* zq#*Es45cc7ZXryCq<&|VEyso?1_mIroQuGNzS=q<&g<o~L5|(L<#m6{>xFYcp_7<Y zSp?k)UIrRSg$z1@Hg<r{3j-H6rAHz4Wl|~V*qs!}9He70Xjv|(LIxT9a^_xe)aRz= zfG^+ziM?641+4vb;~o%KA;=4qMHFtVx(PlSM*%eI2abwdP)vbWUqi<Kf)fiMBc`Cc z=W;5cxnIFCC%qI>ye6g=<%5^1g3Q0Z=sNi5Rq$mmAR9o3^Fe0kKyxo$&@DEgYot<3 zz#|n&MXBJ^TNO3HZU)`-dtvK^E#SH<C9^mYboB`6`dP@DQpXZd?-UeN3SOltkVDEI z?(R+opL|sbT1W@7G%>j(2fPqNp*Xdqv;bVoC?w|Q=EL`gCTEnVW<pL{3C>7__Slm^ zjZlz&1-DY@W?Im_!AUu(#re>)@$yP@Q=z9o`1<=o3oFph&I?;Wvy+h1UO;nGnfZCC zkSTTWDKon-_FU|^u<ycFa5@aj%r1dnfmWFVS?i>bTvVD2o{0yg3ebKh&^ZGj^{IJf znXnQmH@_$mdet0g`2lFM2hx{NNUX?&4Ao>7gAxMRAC5_o2_<)U&U&?R%NuY&7nUZb zfHv%d!?FN$b`-ee0<C%nZDWSy!{AhC6Tcu4v}Y5n(Fb%-4fK+_SKGlup!RxtpvYG^ zx*Jk?f)6Dw$%JkzO)UZCI_Tx@9-%HErHN&UIpD1OX8M{}J2t%9+4E*Oq*;|w3f-Nb z1nPt2=0djrKu!+1uoW~Z4XW3`1sS9Y0)>!538)@{ROZQ`%_N{5*9uOhc`2#Ipmq7F zpq2_)p;JzNehOq>xU?8Lfdq1pf@>lqnH-t;aQ93|{~k0nY6^-Bh3ukC(7trA|1%Pk zGD}LKgS)B4#i@BEpuK@0(~B~5LCZnF0SUTzH#ZS_?D)&3#ZNbEgeDhIv2|f9c<>go z1wSu613Y1&09tUE2g&onmAM5Our)>=rQkMfVtP7weodh~6M8I9Ze~d$c-S6#XhCDk z<3{i<;u7#G7f>3=Oi4V_4)S4eVi}}kSd^cXd88feFUSZEIHPZv_GUWx(kf6D18GJT z6eWTNRx%-lBIs0f@DLeTXF23(I*_jwK)rX!fI(skWWc>3HLn=b3ibdkp9Wd4kaq-f z;agBDbVYE0GuUDUU)by^cym11MDSsv`QS3ZIRmuJKR*w23mCYvd9|V8^<2pCMcLt% zkTeE511mEnA9^D?_{6j#&>#}1%@Yiny#uXYy8s!p1`Q#UWE4TpCRE5yOe%$}=m>HR z21lK9Wm0NUK`Hzq$<3g3(O`Fh*E&G1{3uV%1IK4>VqRuiDs<Kr(hx{4P0WEV8w}4Z zh74Qy9Ntz8Jpo@KwIU5V!=9R0ln35G4ccJ>TG<V{ZWk153dM;9;6qFloQe`lA(Prp zL5_Yd{(hk1`_0aoP*u>$JU3S#P?Epc4c?jvy7_V|=w3ol2!i(AfmcuLy|CjVbQU(X z96Y|`RtlN*01eiIu91gMl&4mJt|iVagSb4T2z1yCc&(5^cFEz*MXBkK-pb968{nPA z&t`z{`c!zm6TGkkJiP&OU1oY>5u|?1$p?2aZ!EvD4U`l-@}cecl+?2Pl2l0JUco&d za`;Sf322iWNS#6`^h)uN^2}uLz|!L;aNuWFLe5=-o@)!)zoQTaI<N{HO`vtcnH8Yi z3aZxN19}Q6iO{<SlR<|m6+wC$;Cm)Of%<g&Jdm?Nxe&ZT4ZN-g(m;PZ19BYDo2D($ zQv?;>Hn)IPXXitYolZ=Gj9P@HLhe*eEr1j=Z+32Zy>iOyxsda2ic6DnQ;X7}`PVro zKRFvzo+*@o7C+=AW<s0ANuUFpz~;L_S2-vu#)8A-=xj(ZWhZ84XG1O#4oOYUfSjZY znOt}?6TCy<aq}clRs|2QZ-7i3Ki$y(Y-SVK+zT6^(?Z#K`ALv;3z<O&g&^nz=Eaax z+tPEO_d<diU~|D|#=hDx0lI2YAuGQm8=BD*^HRXUrr?p71Q|cbgB?<znU|9Y-4v3T zn^*;DTtl}=fwL%Ny%4yqkP2STS*HYYI;itnmY)q7PY)^2gj8k<*C$?|4vJiblvL1g z3nVOGZI}by^RAGcp9j75(K)fGyb@e3yq!AZ4P>7#cn2S3TG%z%*&h=6C8_z@N%`5? z;7zy+DWJ=uQ@~R{&$ojc-bXg(r6fXbe#y*DECw%XPfSaM^tVBtOUulGjCq2JBG8e2 z&>NDIb5dc;y!^le@t~CE;RrcW40N$YQD#aybe_#66SN-&6g!|hEFq~gA9V5#C`uG^ z^D9%K^Yp=>4mP;r4k${^1SiqVoJ`0r70A5Gg>B&QODf6-t(yZWeX@Jnvl;6_wpXM= zM-vi@lJcQP<buTC&H#@<6{kX5v#H4$`OsnvH1P&f@_NG*aIJk|<Aog;K&K~cz1Rr0 zC<k;z2y`qDQYV7l{ATW+*Bc-k${j(27N8VdkOAq{C{(2;6+s%y#g(~9`8k=z;BjAn z=uI^WMTyDT;1XZKJ25RAGB<g#5mbAE)<|904hksH8d>ndrvlKbamc9z*@+Ofx!^^( zX{E{8sYT$T8ZrP^0y^FxBNII1tWZ<{*~(UuSOG33Kp~}&R$5d9X+8!gCKo|h(trk4 zE^LRKL|OnHd`itrhX&Bw=^c>c>_9hHU)T$-Mv4>jGC|jlLl#UWgZ8aKio;;Yj2U>l z?q0}MNecOCsnFdfxv4pbi|fNubIKqG0xNie?lS?0sz+r~5%gv%_ssk<uw|J=>8W`s z<<Le<N-AjQ93<a_7Q^nE$|!}L3j{ii0os65C{6?Cq@vQ24A25FkpIC413(rrfbW)s z6b_&RY$0baDEMcA^;`h0KihL*1E`XLbeSMah#+}OAw9JW?ApYnynM*EHSk)h-C#k` zO)eL}Q!b#~3R*w~silijL4#EwS19D9ra;%LrxsNmUXlUb?;Mht3|VIfnr<vRyb|1L z0Uak@0$SM!J!PV}AU{73db3PbIp}zBNXIfC1i;}1npH{7%S?e(Wl5>U;3mMs-Ob=M zm|X%<@0FOF2?<5ei9F!q?a7YbrxSWWrPiZva0)C)EQTma0nG=2bAwZA4(Rd}P-+Ji zOCax*<|GzDO6Q_d@OF{R^nAz=+1s8qkP8BeQb8?x=yD&>6f<bl25d!eW-{csA#h#3 z1G*737j)S+qyz#tLh^GUD-6<e5=)^au!3uF2)KX)jjbl;g2uDKQJ0gSlmzO^f#bqG zza%3QJTL@4jscX<_4L%i9!WX8GB-aNa^X1mtdxzA%`ISk<;4YuH|K!OORhRH6Lduh z$fr+sbibUt2;}a};=?P!88{tuI0QJGDkP;=6+nWtC>7)$kZrFv%mpbA28{}Vt%Y3l z1Zj__r{<(4r$WxsF9A>2f!f88!PJ7(a!AuC2XfIcI3<FPsLsg*^}!O0AOoJsMVXL$ zKf(7pL02-Sr$SbegGwt%+5_G92OW(`2Cb2)1i9_m3UHyQ;93G1nRW(EWfvu9CPMVM zfRDcer$OiZ{Gyc1JkZ%7U{5$Efo~lH1xXqhfRe+*T}vT%*%pBI3mo1E*<O^H2O4Yu zUDE+llbo6j>GTw2fQI)#E!6^uM+!=zt%c;&98lp|0xf-9plwwJ7tr2#$WB4<xtien ztIusYw+`f@^rFO+QrPh{zWGUzBL+Z$4zd+=raj253YGae*^r<wNz6;nfzEJ(QdlD7 zelt*&1Z%+fBxdG8hKb8S`vJi_SQK0mb0Jl{LT)K2SAr~8$jAq+T?CI+Dioz=La&Pf zovKq*0-aL;=gC~iDJ9nzTn8Wf393F}``CRmiy>vvg~_0$8(`P^rdC2u2Ya=9#+w%K zdaIX<`#?5cp9(oS9i%J~bOIoxV+Godp9{O&7_@ArxD+z6rvU27feUEI(qhP*cW7Qo zYEf~?;XNf)rO^7^IX^cw1yVUU=7E;jfl7jx;8l5`4PqA|jVq7DqD)Z6fF1`8om9(D zEXhrUPQN?lmw>azlO4TJcC~@jf|kc`xUl<T52zupkeCeGY5^_-K}i{u6f2+y|G(PO z@TMDlPf|MQ_%TQ`P2q7PWRpY*Xa_EI&M?0yFA=00+(J<Bg$x3MCJ{iF)I)Y-yqVqx zzcLw=3>1nov%p^34B}m1b{)L(1$2NaxY*1AEo>^ugf>{xQgd>k`*fW1L1#UHvT;%> z^g4P4&y-Z~5YNNiz2L>`7dtLMZovj!2nkxN3yPZaE$8;1?*(a8xG?9!4oLF?a;5KX zP;m!RqmYze0nM2qiFtXD%gq#g^T7r3o1LJMZ%_b*K-VUhWaecg=7QY|S{wtu#06|F zXze;E-+{)V!P216$pm=^q+P+=6Kt7#kgKa72Ll6xf?H8yUN)q(0?h_MA{P{P;7cvQ z%c=K4PCPFyDuym>EiC}eLW3?`1RGY80h@t)(>)h-`RGFM_?SX@26QtX=nkROV(=Vq za(*6Y9TKel;{`e+0F*KwH?DfzxbAV|a!@EGW+i7rO1}_T^BTNa1{}u^cdrI7#sRl{ zauXqi^99fv#tz8*N)ck4KIC}4H_IE|%$@+UMd9$ug3Myru@A+iIR%hOi`2Yi=$X^m zpk-qqUxChpKLWl?PXUx4zzJC)C9@2=>pG|uJOB-Ht%7eUv~~m?5CzG-Z{|&Svly}n zyC5+SGDsVi3OWi0l;jiwJOaS9UoiL@Akgp%WR}x8u_!M!9kO!p#`2q8AoDYi%!Dks z2CY7V6q0F2HiGB&FD$$O*&?5wlbDhN>5C<nr4}WE;s(?n1mBam0G|3mg*bS^q3>c7 zXxA<{OfJj;uVCm0rxx&;%%EX;kj+J)_AIC#1YI7J3ONKZu@cf3Q7FwzEP;#~2c#CI zLbrwPyVwM}vJbi&xCC^13G|2y*HZBKC1`JCCMYE)l|q6(BeCSjMo9A!H1<6Qa=$ew zO($38CT2rV@!q`UP0J4G5jBa)(2X<acAeV^@{s~)_^TLnfEJ{jC`v7XOeF_{j_k<J zfeZ<`7r}0`Ppp7mL9GC4<AeOCPz*}(5LXlwrKUhjA<*f4kU@F{(CJK&PHAF#dQoB- zIQkMZz<K}1#v9;^SwU-d^2@=&2+D<^Y5|gpeG(!2vp~IV$Tk7+>>hZe3EK2_PRvaL zP4a>K^B6S5)eElNW`bhq#rFA-B`u&h0j>0boXnb=S)2xTd_ZYlb_uvt?|D6W0oeYM zqSRdQB2JKgg>=w43whAXmT&C5*>bb%W;-Z(D1fp&c;WW03p*~hf(wM#+rWp4f(sL9 zhhP(^e+|kM3ZR4lsTq<%>zE-68wzp~GxH$TX*MVvp={6<-8uP?1wH}b<_@$$UI4wv zIwP?xA95?43#g$BX*^w+eX;MtMo5DW)KCUpN&p!bPtQm#fu3`aT9lKT1Zg6t6qTk! z&s0|k&a8l}@#}8}x%R=1#SeCX&si)5%}zmbAt*=e*Z_{c*KLq888lc34yOXph&Jp1 z1JIdhpi9jl9t#Kg99lkuPmltSH|7^X2Fi02iy=*?l*}^F$VVP@7grF73ofk`{POct zU^~fDK{x1TLZ%G7^NUMTAwyKK{nr;DM=RwXUYnPh3z_`zPOM7I&Hx?z0CM?_RX5wg zA#?$B81#0~I$2P<0mXB2Mo}hc=Osv)f*)k77q}4L0SXZXH_#0l;1mL0Ed|<%56X<s zc1-|laEELyeKunSi0fDc*`}c23EKVv3L((dwUq_1n_p5ZG7>=(Ptb-?a7khbbmzTO zBK&~n!z+uy2TCp816~-Lm<c^D19XMm^fmC~Yf~~od#W=_DnS+VO~~O+A*IR1(90b_ zXKiIbCp<tW_~fKQ7D6Ot=7Yi><cF6tdqH}aL+(n;C@o6Kfvlh^Pb>p%Bug*J0I!2m zu(1K>nv&GST*wTbo12>(C~GMM=Ri)(&d<$+)+?oXWvQ94_F-5ms8I(BnVU^Fz+H3D zlsmYBR!Gh{ybzL7KzARdKu1kL3p+t4{DLDZ7@TD?(=s9BjIiN;aJ)EILMLX=Z9U&| z4t&8#+vHc9!EIZG*P9{3aLJ`bkd<^rscE1V5Tun~oROIZN%g%`L1yJ;W*^>M4)#xO zCiJpVP^}9+O%bHz)u!gx{VkwCODu<M1}rJ6gdCfr0J`yD-i$Z1pf`wRWF|s}pF#VD zx@NrY2k+#4Hf8^_O}jyMq=N3x28U;EW-;t;li-X*=;GS^<jlm<3XnpDg3P1yL6$3I zXC9po8RJi`ge-B)NCfvol2Xe-Zc54ruhURC2bq2LP0Y-L6v7ulwN?+Pkb=xlKsVc7 zYy{7Y?z*rKG648u`}}7ekg-hA7(3)dEzmK2Dd0_TALcJv402FrP7ZX_YkE;>0c1@` zauIlY7C1A3i*V2s6=W7GwWtg<r~-~j@c!fs&=H>?$0#`G=Ow2WfQuv0QYX+DH^_p- zoDxXskda>i={-AwcCLZK0JM*F=^hZP0JQiG+_(UpT%HOEYtXuQ@CEK*<KN8P@wR0H z<oZO=Y(Qp7Vp0xd5~?Hvv?d<1G7(hVgDZxn8L#Jp%~mKWf}MKknvw~<>PO-5H1N_| z(Df^2nUJaxbQK?LhgMN$dLs0cp%myXE}-bmElo><p1%RQl@e4KC}ie=hkqa$pg6It z46+iT7&I{gYC=HsP)ceMXqXL>`Ftb5TEQpmZ@sV|Toi$Q0op+b_AY22c*)@f;DFA| zO95>wfE`<#oRMDuDQA;X^HS5myS6}%QwU2f%7d3epj%@==_s!hT%$nutb;@h4GclK zS0ObOyhi>_2Y7~|2y`VUD8dwOw%&kjD+Jvt53T?~DGRjF>tX}+JpanXf?W7Y0?<jE z#YZ693&E#drKW;A0r@$HSAy)zPK8v^uQ$wj(+s(avj}`^CO8Zdb8<mvpFpZpPy_Y? zWcu1U0DNAdTM@XytN?20CuPD`;U*R(rItYElt4W*P>6wUY65NH2YCT>w=|@_$vC{E zG%XX-7xe`d#~|tA{36JBffwjbd9W)W=O<l&%+i%-WP+2iLK0|!9As_p)AiuX2o*p} zy+LLqg6b=9sDrd#1mAt`>jVzhfFMthw}TUtz($vY)-2|vLWWk-5|cA?z{gHP=W<gs zvJXSfA#yH)l*0;!M&@9HK}QQfSJCBy)<~74f=h&_>%p6OK$|^4aRNDd9Nd2axl5ru zAG#tgr7AP^XbU(Khk}+|LRRU3O|HsI%t`@|Y%4e&hTIz%P?VWhm018%4w^53+!1kM zCpcx6fewJq%!8KZ#RZ^@0v(ks%CCa#yC^8G1f@&p62r`N$Z-asu>f$kR!DxhYdK`5 zIU*Cf1E-`YKeIUV@QPeWE{5%@0lP3I^~ikag_NLM*D~`;Ga)B+U)TYj_u35#>Et6D zA)`gP`I*HfrJ!YL;DNUAj7;ddpW;mDhEvxv(B;A4hI%IG6cfmhd-B6wiy_Bsc_kJ= zPORGUW<d)mIf3Sx53fyx3_5{2MtLRR1s%SSQRI}O{DPGHa&S6V@T>&S2W{T+dL`sO z&2sSg5ac?r;KI_>)GA2H=bKmnUEH0VlUM{_0ifVpnwOcJ37G{9%7^W=1D*7p3G%0c zdp>yKd|5u^RDu%7`5K@lE~Supx3nTicLdacge)2Yt!-@tS8gS#RiGAuE5!Kxq@qM{ z2T~!-6Ffh!5ClEb-#0%6+$G6Of;1Qs!Gko(pat~cRFDapf(8|6;4&#WF*m<7EhiB= za9doE2tI@m9C^X6&Oxpr;MC|}lnP#j^QNum^)hhxKp_LP<PcQoD<mf#ZGtR>DlPz> z)D1pE6}ogWAhifwj4Py;Bto|6c;rKm{CCNOP3ME%m6%qNS_C>s5R~bjH9{7_mVlNN zq-8>fv_MA}l|t6G6r_TNpi@gBg9ack79|#CLYkM3#l@+`#h_snP^cf7p99(6Q;=E= z8NpFV$;`=2hm?q$KzR?e90Yn`2B@Aqys{9yrAq;HOBQUWC1{far2pd!TYR0IS&|Pa z??6{oLfz;KI>iyJ@Mu#dbPyQSaZApGRGa4;&i9-HPlo5_!CLy|sYQ_HGidki<Ru_i zC&DJgO7oI)pbO_f^R)S(EwW{h&<3rQE-D61UBQk>PDup~{w9_{y6s-2InYDcz=QX@ zAjh6ork55&hqSKGxjq#f)9G3HMbLBY(i4lbQz08Yobr<)dz+4I0B8B6qSQo)J6#Jw z8yY|<Be5vu2=tm6&}}b!A(Qst0`tO_3wvSvUlmFo?w$>qs!PkP0BuwQ+nbnFTAT_g z|H~4gSA2nPl`Mj68U~+OkqlnO2d#ZU5uI8A?KcIdf^IJbCqdB3gWw?^1yBU$=R!(@ z08sZ56q*VJsSpw8{5<Fi><b$&f=`15r#;X#NNHjUGzwEd)f%{h_l0CwH~%2Wjp!FP zf(liziD~(erHuha`Jin;;L`EU@|HKt!6TXqO3|RuQ3%h3uF3UFEGmUeWrIiMcSDYZ zE2=C9J3l8s1-e2tGY@hcLK!F{rGUG^3MrXc;L!3)Ek3*p9JN0A`JlbR-~tYGD@tNf zE~vx@b!}2X8{IRZ%?A(1pdim+urko<`y|K_^f}<`*T6;=r{<(UuP45+5!5Vz-f!uh zpPvnK*@b-<_FjM#hPnB9pr!0!ZJ^#HG?C<F7D2kAj>Va<YlI9fEDb=qlQWOZhx9=d zK)WNrA>!%n>IhCAexO4nk|51d1@FYF(n|0G{lj}8y#jDWl$w$XnWF_Qr~>UnfmWS! zAt%MY-wv6ZDhDkag3PNpmFA>_ZW{x|kyBA7q_3R|UbhL3>6Fw0$mQoC1qvaVkct6x zeIab!M=GcSg<b;-ZiPac>yH~}KW<zG_I*lf8g%%`B@^1LDa%X(oj?j5at0MmIpDn{ z3MrYzplz?I$)K%_U^~n6A(KAEC7^Q#z=O`9?H;M1eRhx{IR~_35>$MF!>Jf_-f3zv zWYclV;g!kxrDd?=-V6;)z-lgluEuP*2w50-v<Z5NTG8Rnpkr6SZca)p%1MO`w*{pZ z<bYig0@?eM4LPz_0lZrma*k0@YDz97w}MaN&x9oPbL-BxoZAQ~yqq&qp@l;*^q84U z$RbqGSy&evF6@9L@WY$ITNFb5y#4&cAw#r~Bd@?y{0d&BnaPkfEAFYqpgr%PRP%Jh z#%FVyg+ar)pu7Sqph5SlT<ifYKLu3|Z=0urYQjU{qaQ%s_8jPfls8+zTkI9GiXqwk ze8c(9^N<@uGa;jUuUECcfh>to0Nw8fUU8z3l#^dvoDW^O5|o;k3U*RvF?fC%lCis% zylsJ;WCH5x&)xF63*4hD1uY{2tH>`%h3>FdaLfdkHE-r_d9$nol;(>;yWqi@Fef!J z8@d*~G#RqVJQ#Ahnqx6!FGz7|F=#0kq$iV^TaaH2IV1vfQeR1GI&|TTCunCKC@3B^ zfE$qt*{PLDp!4M*o%Y1sQcyn~q#!>XJPruDgeNx<yijA_G+2_^0Xp6r<Uoa#OlVIe zu>iD760|P>EFK)<7zB2BYH@ODY7S)Gh%;z?KPWSSi+AuEB@j;mG}N}O1s1$+IjPVR zqBt=(30&Ex=9LtK`mh<Pd5}$?pozkgBG8F#U?;g1rDkTNW`b`tdDbxzbdk;cr7s&H zJ9~mNiZa17y_tvSL(ak~25Se+!GTf@=n|zANJl&+zZl#!y4ZiQ9c(e^o(#xJKj@X9 zj-{YOJW^62t%sD<;?%sd{2a)2mY$#~q&#SS;{-b7CNmi_BC#HFl45WMq@@L#+^U3( zJMO!%5u8*TK#P9CR)V>W;2kRaz@Y=Gxr#t1GlR395A@oT{DMr-iOV1{&~3)xU`Q@4 z0LLXL`kpm{hq5kghD=%{CTEmDqByw}w8a)YFRf4kN$m>dsfk69BXX09QbFBN$a3E# z(B=Wq%rw~ag8b4V&{!_W^p~^1qaKNw#jsNoK_lLvvIIOHsNn7y3<}zFd(Le<w-c=U z`pWB5u1~!VUUsNZoLCBJ+vPmmJsaeO3sWzEr;$rRcS?iHvI~1bAp#na2XnJCQ}Vzk zqJTH*DS*mMkOc}Mpu<4GEZ_XRRPcQ>3a^)UfR5{I1Q%avpmX>j#g}KWlOH%l(~43- z$Kxi0E6L16=(!eIpsj)+&%N2U5|oCM;oJJbB~$x_T^Dvhw1W;n0L{LFT(02e8Uz+~ zNh~VK%`b&q76h98SqZw~6=dGiMa>}d@<IFBz;1dyWy+g*kck-3kUglt23NwlsU?Y! z#W9ej3IT~l;5?}CX4}fw+aSv{AVUpcn|+|GFWe7<m)a?~L$ew9)ES6@naM@@#mV^v zkU4*a>_lii6P%ow13A`1p`aAfISx*SU26l{_L7&E2wC0<o+$@g=jR^;3h1XBdY?{M z4$j-f$r-7ckXtnr3Jz~R+60nU0IiAwpUI+-R8$J>hJnt=0ZBgDJ?+WvHQ*QppSY5m z0-K&q%7iRL2L+fPbZbp<YAR^r13cAV3OY~-wzC5qibWZfxzNc;_rxOD!IqhMWuSw; zK$d}8;bq|dQ(kIvHaK&E76azzW>$eljzETF7J=9If}$s|G&L1G`2=1*Hs^KM6mYbH z&#eY6mjS6!NG^t4IRcu>-7^a$lv$jg25H*9SupkOOz_a7LSDw<Mc{_7g0G_=q?6^5 z2wi=X3MwxkD?gs>od2|c{gd6`HI?~giQvv;Vo^T0!=&I|l$i(a@4uYA3LFHPd7#l@ z(5O-ptP`1^S6rG?0-HMlADIc+_u`lgzWPofKPMv}-0)M#%?A}vASWw$BtmX4NG*Y^ zs#hpWgzoe#$xMgc(UP24nhd%1`NRAf;HmD-Ti(nAU-bnJ6L3M9S(*!JguiWD@EV-t zN<jN>lELS^fy1vT6||uVHf-~zd%-KntV2l#r0faGPf9I<<l9ux)N>wm(*|gT52Out zVc&&~(4}X2iJ+a?5F2yylfku0emN-rfa5y^G>!yLtIrz1dn^>d$6$j+{7S*OJux>E z5*)?(pjA{LZHdK4HbTM!bZj;_fC56D+`%b4u^e=vBV=SR7_`9xEDAdMDdX@;u(>{o zkkcESK_~GQfhNg8W-2&?wxNLwzT#BS-Q3W@Zcv3$R00{ORPfEuh3vlZNG-|(?MDFL zg^~`xhS)KsG^Yf#Lg2y<@MRB;pk@r{^k$F^psNyc6T!zTfaYwIOHzvtuPrXgOil#% zKNP%uK+fCpW*#JQB|{qU3TdgZ#Z@UqrQn9TLO^~&0k|{j>gVp`8SDX$wy@Nq^c>JB zOQ7&@0&R8%Wfz5_RM3(ekeI^7M%daU&`b|xz&1CrC>u0X1X)v_k)M}ZnVSzCcm_32 zAPGAObV4}D51=*v7n{KbCne@(Ll$>9C+4OWfn!!7xFivJA8&9;VlHG5z$p{5IsC%b z3)?_ToxyG?KD-CA93>reF#<T)0}_jiL5sh^raP6UAKsG(ZWtoYHwD!#7j|6i1FHZ} z07CXE<tFBpLT{=`&q++qOf3SHNiSA|kKhV&j0CwHwDJPl0Vz(*Nlbx^#%7cj6=fzT z=0S3|f=g;~Cg{FGkOt6Fp-jkb-?YSJ(4GR2s6q&6E*9)w&>`a&n=iIQb2_MT137F3 zvVapj%ATDHZtH^`3_AH9vN+;(_YBCCQZ}@(b<T&JH>Dm6R_P8pW*xGdZ6Bzkc403l zWn>mWF7eGw&P;^39$X+7gEo(X6FF$=xdb`^oN;&??2OaEOvw2Y3htS?(2X*nTemMj zs-WW3B(R;~shK6vS;FAN?9w90SgaH1$Oh;FAjjOpD?xz;QeKdHv?(tWGU!y2nhajw ze0VK54P+K)<QITbbXqAijpgSf9gGSt5kU(wKz>pvf?NU*j@iASEjXYe2{f<(zK*aN z8rLD^pp}+j4IYp>?M?TRxAVX)?o7~t7RXHs#TlS(Jvb<eQb9LhK+27P)Wkf<EVhEL zrw@2<IcVe%TpB8bx<NJ`2j@d4CbIG?L3t7~3*?`ZS(XV2mGVT;{l<`0N{|~LOCcKt z!G&EXbnj3`=EL3Xkp2#M+X2{J$wi4N(6t0niOC=jf;uFrxk*K!tw7++`)b3?H&a{Q zw1D^UDHLQLnF(<~a(-$>CiKwyFi%ggafcTcr6z(qA_}GDiANzT*YlH#L3hGH_gKL0 zCe8=1wMfo~jFT$3I6_Vx&Pyz=s)V$MK}X1^gOWPfXwa2!RgnIOD`?XMr11@I*=_(` zWe08sfIHye(~rS9IS;np$SpM^2a>)Ea-h?%-ib-2;GM<bYhl1vyxP3r%{1_F3JSUT z1)zNTrUi0UF{nH(f}Cog;O*+;1Ilio8-p+GfMmCA7eKovn!xd!4mz(2x(_HN5qj`o za$-SdNn%cB6?jNaA+aE}0vxz`rA45TW@tkSbQKcxTvl*99kOoj$j00w8>@~$4iPH> zIR)IYd)d7A*&OiR@$^(sr3LN+fL0NMd#YPOi)_KZ%1s1aI|2%i%*3oCtsrlO`$G<Q zy|Mhp3XoSocbSxc^M#|IKUmZ24YOZuUI5ah;GCKV&2W&TYd}doGbIrmeF}+3_kj4R zMS0+D7KwR~5z7+L1;x;HO~s{2xrs%Yd8v?e0a_0TS)Twtvu8WVJx}&@fougIH2_&q z0a{!M-W~-G(&EJ2(jw@ABn6-Y^uP{F%z++1oK%#b3~65`B|^)6(2h#TvDzyjiLgAg zBqOCL5wd;dbvJn4C?K^6H0TWq0nmI_GIXX5w6+hl!W3Gu8X6lIfcyyBZ3(vb^|S?$ zCEJf1*FSEA%pzx$LADq_+0pQH-K-bOAP1C`r51tCM}>44yz`+Kw!B%m;Y~OA+#!XO zOvtV6&-ykz>w|RclQT+_!Pi5B>{Rg0gp9)#fieTMeF|y;KqnSK+kjFbn;XC<s({^> zo(jDkDkv4Ycfvgtw5=Qz#966%ndy)v$_inL&|5Oz%<FjFGy|4?K;x&|LB$+&#Y9O_ zVp3ub<bFhOcd`R?@gc}C1@NjQ@aY<v*^s+O6!P**q36BkrIr?fd-2K89ecU?uw(L} zXHxqn`zB^U*CM!qF5$_5j(kD}H^5f7Wv1q&fOk46B&LAwPyp@MhNPqr(DH0h<SF=p z7H5D{idzoo{AY-~YhG#*q&Je1S(FMsW<((*1JaoYfHiHNHO~QM;b#qfPj+@ZTd*B$ zUSe4)wDxm@O@BFOBo?HC$E*AfFU|*z`?x~Z+Jc(^TR@u&AhlLeY96G&Ra^$St5_i= zzqsVcOmKOUmkKGig7Xp!Qi?!lfrDe&(*;~!znKbJkodY6ypZPlitDq$MMQCF9_UVM z=qz?YYEeNdsKy87o9COSfqk6~zV89jl1<Nq&UA#pt}iUh&jHUGK-y8DV{D6xVF#<Y zg02C{h4j`_D@uw$1214(lX6N^OY-weAjz)^aybP!c@<|vFa1jg-Esh4&3t%ma%oOJ z*#5-aB<LZT;Kb1Y4o}dgLdZHg&~ox(*r3pxsXZWH`1?hID<1Ijt(;O&1cRbP0et>4 zY};^pQ7NPVxjysyg6rT>uf&3)!z&>5XhBhFY7(TBD#*{NOwWf7Ipmb4g0GbTn-@?7 zT2-41nQ<!t-9C^3J%qYAH7PMY5wevMbUZKgCeED1(iHF*oI(=l_L|fbaIY^XKQBGA zq%;MzVH2E0ee+XFq37U$&ZYntjOTWr126w}FG_`sF_c$AN6<j0_a=hYUx7m=H$Mk@ z;ZH~@<kUN#e8@8Y(&CbQaIlo-6_?}}6o5LJU_NNMOj>?XGPJMza_+pRJ9a#u)dFt4 zgO>n+hJkj2GAZ=b<AVGW@KP;sb*GS#nhQ>gZ{|$_h5myj;FD++@(W5bAq{}kqO|;+ zbnu=oQ0lzcc(EIlBp`#IpcDK+qM$3iz{w#XKNFHYLF3E$c`2aLHL%z6QZt}av96${ zfq9V0o_yF)hesu3C4oX=Dd++Wa7#58wD&zXu>{nNge>VxI=m2cP8_Iy1NXQT5+SRv zK!^1$1)rsvSW;420`2DI<>y1E+7r`2R|Z4okNk7e!9)5l)<T-(;6e;Cx{v}ovjXHf z1<(SCOwc7LU{7TqUIJM?R+^Uysv1(E>&FWcQ;J||rZlNIGX*j_U67fcnh#mYd2Z9W zjiB%;E`c7x0$Qj69tlvmu<!yXR<?jbJtaRM5?}i+><8~|*#Pb{K-QBb<|aWWtJCxI zi&K+IbD=xY(~1r+O^4jGp%4aYPk<Xep2bCpsW~8@fWo~TbeJ8uli^tmnN@(S+lFM6 z;1Jg^SID@PQ)=1aZ8^~T5^_ozNWVf3Xu~o%6q1Tc!4u*ac7R*@;JYh9eyhxbtjNen z&B+C42~aN+H17a9gB+aIe4wN2prAds|J+W<Y$M3yrB%?QpWtT-f#!BD_JAxryeIcC zWQ|QyYB98n2|Df<TsSJ^W`d@apo<!^5+U2L!l47hDVfEf8Az}PqDqUQ$EHMqIu4K~ zuMcQ|7UTd07dKGp{RmuyfJWgiYyxMif>h8Ul0~4&BXF7On^=^YQwbhKNr6p3R%SrP z7C>1rIk5;bC=(33NXfk@zZ_Ctf;Q#CE)`Tr0gVL0rf-uH(;>qk*_p|ZD)nMB_{ggb z7pH?<_p)s@xJ>a*1s%Br3QO><7of`;K(6viEC6)~A<baW0g1(s8OjuJPa1r1E3`g^ zHUh!dQ7C{ekt%~s>A#&i^VL@HWw{DRCxdK!vKP#I(+xhUCllIxSIEdOEy@8e?aDg5 z1d@Kk^NX@U9Vk##&E4~+We(V-$)M~DU9y@8+9Lsu1E<m=XdJwm*YOInUQ{6?wIC6^ zW<nw3@B(O)_jOOh+o_QKT%eU07dtLMPFpTYEzd843@H>O78OI*bR1rOWMg*85pV`m z2u`d3TjiUd2i;ffm<SnWEJ_3&2M&s57cX!QDTbW*Tm@}j1Q(>HLJod#%FoY+3}k13 zmo|dizzX61ps-c|UD23d1S!4^Esc%Af@S$dNvTDUS{!n#Okz$B<Sa<=yfpOqWUyNI zM9>kP;8rE{^hnTx`c_c*m4fz%fbx>U>z$BWGAltt9pDfxD9y=91&^U9fEI{BkM#%u zuTKQ~H~_Td1f20QAt$~ZUVeBnI0`@`)m=MYgH%0k+VQw~G1$P6(xMXRdhH<4^^V}> zB?><IkXy7;@>9VzcR^xaRVpaZc1!`ePyuuz0oWTpi6xnNkX3z&xw)`Cfg$-tkX21i zsg<CmdZ0`Mx(N`p!RBJqg&pALBzP$;XivsIP%Q#-mO@f#PAND`zG&!qx*f7BI}fq~ z1r)HE$&eNYsF`01JvGYT5$qt})Er17&J}X#sDeu**n9a&<@p(qS@)dO#B}Io$e;rs zKs(vNN-pdIWl69pW%)&5?<#;QRZ#f^Y7`V?fX@B_#YbW><XU8foJ`mebFVkdeLDkO zTqqPBUYQ1N@hBwcWacJ8+L@s17$9@cxv3=?l@NK*rIU~=X^w4pxEp-naZn<p0Z{<D zg`g-EeA5LeNWcXkcsxkKA2Ph_?CuG2i^78?>mcbDoM1uY#vt_yIf=!|kY;RBeokUK zIHW<RLV(Bh5L*z^i!xKopsfT2ulx+q1{g?UcLq&F=YX37iJ;xdpmLyN&1-P@6d!GZ zT!;tSDqNJ2n3Du{LV9Ix9;oL9xpNoX%m8Q9%rsC138`GN6G4+fU{g}^b4x*`7i2OQ zx&y^O!~?RENFfC@jG1zHB{+R0<>zPTK=-P8SLT<17bhu{=R>wK_$Gp`AOpoB^du-y z67_Ng+mds5Gi1~QG&cashait6Lr*-u*?Jo?iyWR<1X(TpbRGD}=JI^V^4#3a?88ey zDL?^qAv^d;Qm}iRK!@!mLJIey{8GraJ5X(#nV1J2a|GR1yLJgU*ujISdoJw1*aKQe z3v#6b=pZS`mI+Xe0yZ%jv|&0AvMMMDboXUZN-=b41n6Lhi;y!lLO|<1AR{^o&PAEI zsgMRO=-jSU*d4C<uuZ+bi5buu(xbElQkW??mKK+T!UZ%24lZ>RK!f~gpbf%#;Jga1 zX|_VP@0aF)T07wMl#y7J3oiK<-2_i9=A;%wr*qOXA$vZ2p=a!YOjq#EgPbm?;1=Wx ziHFyVS3q{6f}2(y7a-^PW#*M-<|V_=A<s<&ZJ-C6;FSvL_9`S5rIvx)bp^21SfCTw zGLtilVbkECTlhe+`e4aAP?jjjfG(AA&d&wizyuOgaPs#9r8R}(yj0NgO-P?F2!132 zsP_v_>!4#<j6pg)@}XyoU)Tq^q5+)5LBS7N#R4q=l2UU@!85%I{z>3@9|g}~@S(bo zn|i<-s~|o93kxr70*7K!PJSL_9<sbDJqJ`ADiq{{4qU0qOgsu18cNOpua^NU56;g^ zhm;>qnMH|^6NM^Mb8;X#w78@aba^&N<@p}a;&pI3El$oTO3j3A(e+9!2PZh!9MF~X zAb%+YWu}3$hrS+IIcRnHJkX_3;LrgLYm{U{%KFl@G-yNWQO6{ZB??9P`DtM1fH!fk z0tLCk>)qhg3)(}FodX%T^3F^x14p4_Q95`z8+aKqq*Vk;%AhkG!7g$01P_ua<mTs; zK<XQp)G|n+1-_#WY%*xUaTzo>hUAx~gEuoN<mP8W`e><TiOHaSr(j=#*5*S_R(QG+ zd}1bO*Cc5E0&LyeKJX>Y3g;%D+j$N$QdXXtn4Jo_&M`A5rxaA3l|b4+3dNb}Ign0z zSR!O<>%tDu5;2fbi8;_qFF-X0czAK&1;~+@Dfy6zouf^VuI}MIxrq?-A!|*+r-y<A zCpiatdYNxxUOKp9Rw&I&O)Q2?{S;@EmOz@ct`&*7pqr3D_LikW&R|bXg0yuCit=*{ zV8`BtfG)=ZCsJ_9yYFJh1;~=4g3{EY63AHyhxa6<7FDH|LK-Z|&>=C<0shb}$4;qv z#n5%MzNsaU0W;T%0%*4ud`cI1AQ8Ie0DRFwW*MZdd40z9sn;ihQ&n;z=myfv67Z;2 z|I9a2JHYXCvGrmzWDW;(2px2JtwL!*PCjfxqolMbsWb=Fb^!$v_zYZdBL=j<r5H4i zkq_NZ3)*cBv9>(1I0HKW0p38Gm;(v8;8M`BKCn9-Tp`E8gU;jxw-}Q^i;KZ+*O2@? z$hboRXvqU;Jqb7~q~;Z6f_9XEQho`z$N+ocb>rOEO*6orEXYYsECwBh3{em2z~*Lx zs|3(MCS<I$1Uwv6c6bSRwg`0l(M8C{{@lu=-~-w~=k$TbuOSh)54;d@-v!8sa$aIq zdFB!DPBevF(3a{<=-@VJO&ervTp<y1R_wFw+aYd(-UkV;gA_n6gsg`uNQA7w1f?Q{ zV93e%7xrC*%<#XNG5d8B<XUye1%VeJ+b@d~VQb#NtGOY~axd4QAn>hKM;9IjuWC|w z4L;oo90&zPhgT*aUI|$;lbDy64?02&I?&>omspwtD(S&0OH#p0D<KQ$(lU!PQbCul zfdacMzbFN=2pSar@UykvENFZ)7qYxBJ+&$|GaXW(K$odQnrlg^iI7#GA>rVw1QZ;z zlOShrX69tVC!8Pd+Ft-Jdcnh?nfXPTCE$dRnU@V&pq^7%3=StZXXp`}0gj-es1&-> z5tK6XKo_@x6eZ?mLE3f68K7e)L2?Stu%!XTsfnO_55a=PiHDbiQ&383N+R^A6~~-( zXkA`hkXi-Z69T$@tr+Z|BO5CrdmNHMC;60T7DFbiQY#XZL03=bL9ffm1UHnxj>(12 z0DwaU+`%tO1fQ~*mY57F%oEc~Aw})0ol{<evsPwaaS~|C95e_4@}@#cQD#+D4y1$u z9V45USqv$3BlA<h3(_4u!KpPVGbcB*GQS8~1N!=cuN+M*Nlnj(ZZ(7UXtrM157q!W zPY1N<JP~rs80h2<@N`EC*d3sG-kj75_>SpkTQ-4em}h<9r5~WI1L`h=ya_tZ7es?v zNuaQG2erV!Hh?xe=73h)LrT%S{B-EVm9rl>DhrAZL+?$^s01D53|(anJ~wg~s8;lW z%uyAWl%}OYiV@J+hpD-Vknt;UCQ1XJ`wNas-^8LaNZ;%5$|BGjYq02>>20qzF94-w zg<{Y_VPIBjVQD7hdRS1df@}r|0&Nioc~Zf^666uk5gp*Yu8Ae!7Be_pKy%KZ<NrX7 zM{u$&%}WGrPb@9Yfph?ivonjJ%c$RW?S$=F3n<F000mNZVlHIiW?B(w00){GlQN4+ zGEx#N!7T~!6+-(iKqf&l^AbzbON*eVb%B=Fq=JUyK+aPLft9|mn`XRe1evao0=<AT z0Cdb3xPh3N0XbRr^_m@T7R-6Ip#dBw$>2RhU{idci$N5;6CwAqf-Z#z9Yj%@4mpS< zpeVm2KRF-V9!o2N9?X=HUzP}w&P^>!&P*$X+`9$3r3rMJGNec4UYZHLC!+{*5qf$~ zVs1X@IyP|14$A~BMFuxv6#Vn^^TFnU_I!0sdEL7K?9R}1(7qRNSqeH)KCuA0=sPv9 zqzKZ52dxvyugFYE%!8cR`MPNaxHAnpfZ$?3*pQN<%rfYzxpeULY2eadA+0no9n!qX z&CG$GK9mAlN(u_eb9>Hh2hpIb<RS6C>0<YV{h$`cg<W7%(^5fu_Q4);%t_AAfCNwm zXfgxrUhq;6P-hOD-hxt-Qo$jZ3A+JO!O*}MtQ&M4Tz)B}pPZTpnMeg4GnJEHlmbo= zprgQZ^3%bkViD}rFwoV_kfI|jKL?V20}^4UF}Mf0x`VAPD9SH}Od=!|C4x>8f$o_K zOHBt)uPYSgSCxWqW_q>;eBl3u4HvdUH$nMSLg%79^7HbGAUUqMv<TGI0^P9#&fz(r z)yv=!I8eSZG%^JT4QNX9!e($Nl;&lE8W+&K;hLD9lL}6jZ>EB8a{_Is2JICDrNqR% z6zHn!Hw!vm_kd5ERJZ{-+$s@tM-n806`X^^z;-)Uf#&KmvmpJx{Gt-b#bgRD5fEwU z<$sXovjS+t04PEg+!7%Zp2f)-IhoL@g`&ig5>V9ut_wl?07`SAW5yx*IoX-eHYsQs zKv7X@GISf3LIijz$lI<RuQoKm(+Fr3?_%?X{ovqt%u9zHDRFcUXyyeJM!wJ`6`%_Y zA?x)(OEaN&sel%&K<DRk4le>1FPV9eiwHBzz)hHEa~Faf`3yYy^<-BY$jGPrXM)2T zcJ~)}3l!*TP)N7DpcGt)DL_tm0lO;zw80w`<_f+KcZ1hw!g~GSnT7Iv&;dW7&;rfB zf^<CCvGKu9aH|or#0QdTlM~aR>!+Pl!HMY6+$CUBgG)0@K;^fuH#jO%a|<#Oi!-aB z?ZOgJT;=3I`pUVfS^2Qb?1RB~)Pa&vGHBoedbB?1)*;A!e;^krxI-$q($pMCI}viK zDD*&V(D?+QYr4TL-PF9p%OMw1fu@o(U}q+QD>dlRo1pt)6LSh6R~Cd6CFT`FW+RSl z%mHt21o<X02eu}mI5DRTdci<WYGNMrLNUn2e&8m8LK<|nIOtN%3p+r%gA<DqA;TgW zpdIdzV>;3@^U^_UzQECzmk8RZmvscZ39~%243a^DQXvcYK*w8wN6J9^M?h6BC^{5e z^HOucegqw02B}>^M^b^0VNh^`Y$JX-3%pX`Vn3*=0xcs`03CK+k(ryA0;=esGiJr0 zi-18vu8^CU4lUfly9&Vec!N$w0eM5g#XlU{WiLqtjZH$<<`tzT<rjgsmnwwjmZ#=` z$1D_rORGR5SD?}jG)Ho=4bsZaFD*%}0>_~j<beLl#G({%xD_R)B!Y{DqC{|;FS7uW z*E13`A-gyVKnpyJ5(_dQ!&bSeprZ=Gp_f?<nxBH*4w0A)nm+(L-6OFG+E7ZaEQaiX zZ~`^lk~0!BA;)=w2jChmfVyToE`W1^LRn@}Nojs*F?gg1bYM|&NoG1E@qxn#bc$sr zcrBGeZX#&MA!G(HI1w_Nc(d!q#v9-*uL|dugYu~YX!ZT!`KjQ3h(bzcHn_K=0J;qk z(xUS!%}dYD&xb7GPtE}C6F&;+Zn&f-fwrrH0#TtnHM1xMvYSMqEHg0+yqOTRbQn@t zc%<e)hP<*Nix43bVW4ui6x3LN)DEe6Y0zV6Lh{Q&0S^i#&|uib=^(FxPH2FQJc8Od zpaEf!IOrbrbm%&og3=<$NxtAa5OYBTuuw<&feyt1dpIREC$$86z(rzZKG^w1scE2{ zV_-I98x5phb16zpE`^o@C7@F<p`-m#`MF7%knjmE1>MvOJwD9|mW2yTGpnjnA>D%X z9B{#CVrl?3KRG`)_3(1=d5)EN;8AM@&=Ewic}3{){RR2C`QT&F6oM0rvq44GYw)Gw z3L(w`U~dEz<rkzDm4LGrXhHB|a0BwejyVr@ECeOtr2KsFNK+#0z6Q{I+r>t3&9@U$ z8Ek}}&<Y*Bd)mJ1Y2R+J6ljCT)IG0ufG#M7IXWp5GDBCEm<&0C7qmbkEioqt>`PGk z2WP_z+b`?^*9$3-OI1MIF+mdfMJdop{Oc>P&$&JmT<(G=`SL+6Q;-sc3-d1Q0(&mM zC<)yD163Y&Hu|81ppaTzaCj}qX9~{#0U(j5Ygay9I{}mg$}+)M6N2*ucrXLJatc(* zflVte0iOv1-cj&ieTN=MivlR!<v{{HpeQj3Y_M-KWFL<Qq#p*(zRsmZpcWCN%a;t_ z&A5Kgo5hd@Z~^3|$Q<y=2nvxQAk#rZewpde$bGnLHDt0YGcTpIxTFZu+)d6;&MpCs zCxV>_IW{8|GC>Wh-}7@aQxc(LOW?i?c*}WC3G^(;^rFlh=<r!mejeoDHt^QZRM2r! z;5ZD2Z0hz+%!3TPrWR#`d*q;tDAU1?wX_6Zj`d*O)CcRpCs`<z<U@|9$;{6KCr}qp zfAA!FadJjxRenK65vY*>4i?bvor3&4NGDMtFcUHZd%pR6>$$z4$Wf?D$$}0=fH&Tz z=7ED>!NoHe6sbXwwx&W+24v}6W^QgNWVx4r4rDZ-Am{M5lB%4{WXPaWZhmPVq~DiV zTvC(|x)?GUGW!o&mIX1}xiklqQ9QtV+ZB#NmYNl%7C`d2Z(?atW-_>7da|S8dDBjC z!Ui3)o(bJ};*wgNU6K!;1U|e3a<6S#38WE_lbH+}WCF)kCa50DgLX<?^Gb?RLH8(t zr@1O1%cVi5)6VO7-36KSx<2LlM6kw!(%gdVOz4WO?8Llc=&{sUM`l(*#@0d8>ZN&! zr6rKH+exrh!>L6Xhqr+emO^-bP8oEeR&Yil=on8>a6Z`$zV}k0ATc`;(tFE<uDb`N z>kD%(c7y4C7a>R0f)ZF}aS6Csde#HEo1-$nG%p=AVgc#KLe^G8s)ce;KLVUVbMql< zn-!9CKxeRntH#4COA^6-gMuRHt!tor1VL%w`R<v|Iwpcxpt*-)@OC+c=Plcw?t|>? z%1;AbJd+At#F?C*R|eVe3yzrN{5;SFSRiY`cX5C`keCbIcXe_4#a2*|K3}uu$*!KK z4c#D4T3ROP;Fjb{u>R6K@X?bX{h8^B&=dY3Z9{0H4RiDZ7eb)JrgK1djzNaLk`J%U zDb0bNT?*>cWkR<P`zM#?Kzx{(l3xUlZ?8<S3B{ljoHIcu1A?qma7!$PHjPqCsvvvZ z^74y8r;I>q1mAqf@;ZeJn=ZD4b>t<MLJE5)=nTyBjvdcCc7V#!XB`t?Y@h#R?}8U= zAV-#09$p2>Y$chwsl|}?45%hZ%mp{DGK+E{GYeJakY)gA!60m{Ng3!=YRD9KaEPO` zHz-hVtiG`kl!kV;fG6vwOnEZ{a^6BtW*%rqA2`{$6(tr!R==m_fi|Oq1z*qI^STRi z|HYe@1+O=NuPMy{UFruiSK-x8$mu}d8HcyzrGs+j;bw5zQJf5!O^3{ExMt=-PMyvL z?FGs&N{61kke67LoLLMSP61oyou8WoNoNYLmxF6K1xI&Ba8wt7)?7jgH-%u(MT?*$ zmjasm&IQ@3s}4#X3I+Ljm7oF_B&m>{Uz`mdn|d=D90B=BsgMPv;M;k?HCkCJbRl?Y zK@sRMH0VV=CHdKq5&y(u&^S0a{=sAQ;0bfE;lZGFeIOQOJOdmUucv@l;3;H5*HUEW zffvnzE1<-@l0-;@4m8&VYVm-!A6{$&`x~^IX=)ePpN>Vvsd><WchDB9RLDdncoe(j z@Jf)43hAJuT|v?Lv||=X;OX{F&v!#c89?VtKxeuj_qTzwuYwos*t_z|l*BCX%-PW< zNS9kd6<k;57iFer=0OfQDXz>*OwUg*g{)x%RsV^Q4v7Nj;F=^z&?tb$JRk|$xiT5r zA}g-UOU?k5+@+8v^6O1KZ+an@Jf^1>mqO>c(i79c>thrOQXzu}=|!1ffx|1InWh+) zS9}jI0XH1qP6aKa1^Kz40AlpHt>+t{hY}T}mKH#oz6vRz1`9a0onRL$f!ai%Q!c@= z2s>Ww0%X0=;aw$}kSVtm&`f1!QfUcfnG|Rp>&0$x<P?|ZXB`2TL<(v7IoUb+&^^;d zsmZCJ_9{3bDfs&PgVI1!W*#`iK@}J{nBPo=p40rgW$~-ckb`u<=K_Gn^&q3f>8VMH zrQkdc>RExVe+K#U@M1{UDkU)wY*2o7K6pGU6?8v3^x$eg*GRBmD-(~*2fGz?<sjtt z!KdqXKASNaESOrHRtniZa-<pD1prO`Kz3WC<>!I#(uK^3fX}W6B`Af=viu^*;?BtY z(vs37=pxeK?8@>)(9$nZg8^wj(1wfsASajPLpHFMrB*^}RM1hnMR|~JPcr!Www#=N z$UraXe6mc?t^`PImZ#>VK+{!zUP>Z3H7Eq9LYh&aph^Z!(}PPEaN7nnB?Ag?g|JLW zAYRx68nFatq0&6?kSr%?2X;ngdPZI<WawPsZO@d~U?V`YXW(N`z~K`N+ByUYY~M`C zYCO=+2$1mwsgSKd`Jj_=!O@_QaTt8*fPzzM4rGQdI2+X02d~NlbyE^So1ikQz?-i@ zkpnsj1JXCW*mSY^VguL#k6XJT2xN(0K6KG=c0Tk_F3@%#@SfeYoKlb(3Q3936=W{? z<#{Ff<=|*ka1Qbe1{nZ4y&Dw%h9(AJ59MTnF17<lBzP?cNbcEk$VBIxDJx!WXaI)| zc&kln3b@Ow5FZax4?g=c9mG;7%goJ(B<<qE;Im&L#|A(G!8h3jY!hg)8+2;WB|i_` zLQrsV0q@WR-5LvB?C;_j1ahWAc4--?toDWkM=|J7M99cUVrCJj2M_6Ng@LYs&4XOO z@Or`oaCm{5xu9wG60pOe7Xm}NZ^g;^priwKPGWL$YBA&%k3`Vr;ib?i5wPtcmEd_d zh2TW+9<FT-(9NuwC5M-kK)OANDXHKQB!$C}1Jw(PQj0-nIYZ{KeG{RVn0bIsumg`= zKHb;xY!3K7%_qAyf&5km*@an_nVJVZbiOzbwrC+2bP^TFo#2%{dFkL5Jb3YP0cb1= zy7j{+6*82lkPW@P1C(ekfGd{sE$7yP;s&&E1G1<Yv~Cu%EGY*x>jH{sKWGJ71wC~m zH!(LCa!rpy_TeR!5chfIC+0yWr9o#9gM;V667aelg|gJ*66hVVu0?5y8KB8Fkb?Yd z=tXtOIho*tmBA6?18QP|8bu(h6*QDVR2sAyTL#+g0jWchiZV+|phYxjQ+^1@8=zyG zp@#rP=7SU6W6*8u;L{G%6N|tlBB<M(lL;+;GEx(ZO43quAbtQ{S$L!!WYC+PGhS@~ zkJRcNf-F7AO$3cFL1qI$C3|LG3G_z8H#6tFM!D;}I1zNDAUIutTc?%K?tch)6a!?u zLU3q+EBG7%=r|I%g#+Gblb@3V-R+T9ng_WKAt@1bpG^v+h3yWSNGpZzCdey=T}%!- zqZJgU3SO?kpah}d0vd{gWNN2W$f#3kZW6d;OH2l@4*-WY=uFn-4X>9&)+ZIEmO!_( z`6QMWr9wNp1^HEw#&LR4etsErurv4Y!ot!_=+U>JTSB3$h*CgTMnbx<!5N9A;9~ds z%<GWp<qXh>dm^MWnqQn)3TygTr9xW+pw53X<ak^KCudhsSb@g}!3z_;K!;I6a(Z}1 zYHALooPRTS%iF12z<$25;%3*)HgK&BTH9Wl13DlD91jJlMaiJ`_h4myspZg<AD)8s zfp-jKf^YEhg>-|!!<@S=f@1|dAO@a`1DBgQhnGOQmT8&Akc~=Dc0+Ci18*%#OabR? zpUj*b$h6t()*Y`GECnTEg-8#uTS`G2bW3t7K{cKNblD_mxC7cmOH9r$f?Ow^Sycrd zrvaZA+Ybs0&;ZLcaF;$a7rHwOG)FdL31rPvNja#rg-#3<B^E;t#sV$c2G6nFSaAc~ z+5;_Tg*H+POEZ(RQ;Q*mAm~O@P(v1E6S(r*46giMH_dq4+yI_@QYa`bN`<uO@<F3d zpgI$*rnn@t2zpYNLRMlnbk$5oer{%RW(v6T{J5#<aU*0zt{8NaAh_3|@MhyoP;Uiv zy*6mX473XxY+fR`1rM$)auXq|9kLED$pFs)fN~MI0jzLzeko+{Bxv9SG_($x5&|F6 z3W|Dggq0*hP7+hdPlq%q{Xu;N=vgKpuY&e8mq9A)q{J+6A)J_(0z0($X2;Ez8{oNN z1<(%gM9A_rg`CVp(20xS2nC%nm0gqwag(oOkTb~C^9|?rpKk@bpr{n83A}D06Eeq; z4q7P%PL5@VS3>VD0A*hAI7e^@WLMmqX)_?r3(!ziejaSAOj0RmU>TAV9yc~UZh|!Q zi&DY!t>Ao}T9J{7I91R$6}00RR6gYAKyp`VP9<b?DJ>_lEWZ?bx;waTf}SPi0vhmy z#Pyr0J#VJYcr$GaxPCz_6Th$*EC6mB6_pl%hDX7cgI3p-fDS?h`!Be(suX%DjSpxp z3^GOWWcRiwySkq>gZFHKgu!Y-2d+X^Whf-)m*%9FLZ&nm(~BT0gcXAGAld4{y7mX_ zHh}_K0kjPfywgRYs1zJ~3ZR}BIMFHOfQm7YzZKqgHGm6--29YO$OZv$+@*pmB-r+- zRL~Fyc(_X;C^fYhJkp^M0PgRmmOyThe%v@2yy^~;B;1P<%b@Fz6kLl^A$xs5Sp$4t z3D`@yhxfo1^19|i_l$t|Xn`*=tV{t<)n*=<nNkJLqzXR%p<tJ}l^&iC+Oh{OI)cEf zaT9Z(Lr&1e)nIiOW`Ry|zSsy3i;~nF=&CqS9|fGXK#LX9K?e*#3+Sv&(2WS-Tow%4 zI|RA)Ou;h(Y+5j=1j&OAvjrqVI^Zu`Ktbr0m<?HM4mukwKQA#o6*B*pdw69^CM4jU zGg6Dd$qL+)1GTTgK>#{HelDcp4I1#xsVvTfRAyPwO$1=KC+Fv-LXMJ6P0NIg6@xd? z7H2}rRE4}$$Xv7nXoLskH^d_Ei;yvc!qUv5Y;c*WP>@*+9fWg+9KQf^3FP2ONdFgf z^e5;FJ8(#3<b&sbL54!kOM{G~g0gQxPJSgg%ckanwseA&gHG4XOoNW6<&}bVd_x-U zX^FY{#gK7Bztn<~(mcr8vA5GYV3`Lp&U|6}1=tNJ#hE3^`QTl&3dNxNenBCvkXs7T zm=2mRhcrr)4sR>UN(3*qQHX?Gd>NFP4{o=B!Zf`U()}t<O)o7<gijD==H@1X&XxnY zTERClB|k3@yaDOKj$Uw11x*fv>o!p6D1a`cEr$5SA9OSV*mQ*;(2fqsam?VwGl|I{ z#c80CRY?B|G@X+N?o%ryXQo1zGe%`Vw#4Rvj_v|?2$GW_3mvadxDK9lPyp?nP6XG2 z;FeEfN@j9Nei0-W1Ve^06@nf8K(>L-;LU@sTzcKT^G)|0aAv;Pcwqy0?=EDPD>pF< zbUGsBijRQQy!28?)uG_*?+b2A9A2B8nGdd23Q~)}L)8kokVT4ViKSp~flqmXu9kAo zFM-~DsNk5Foz0qKA|+&w)L9HwQU%}$W34-`Nv(Mt1@Ap>3t{<(=6;IPhy&QpUH zuR>2W0p-{W+b?VYpWFaWh`T{&B!E^8fR614n_O~uNd|217g!1CB*86UZ-d9}5Cexn ziO}Kq)FN<m%N@3G0(4d+q_qq>bu=>va?Dx^=rY1Q$eI|?d4PGTMWBlbL213JvKVrs zX?ki7WFoXUH$NNN;`0Ta!3jN7=*_CVZ>EEH>%3?M-?EWe3>hO=C@HGUgRBAt9R&xD zP;dl-+bL_nWlS;Xw$ijx@Yn<Brn(a7@CT^UPY1R9L8_k3SpTwN=Cc)x!9FfZ1^GEY z6MB9{eo_{wJO&kw&sRVWlLr?S<@rT9khOlGvmp}8U|VK0)AL{lr{3(iu?C#<Q!79- zaH)BaM1EoVg$)<>gR3)8#9Y_~x+LggJIEyppwmecp?3%?<YlI&Lsp`vfQqS1=#r?U z($qXi1)&g}13AtDT&RI&P$5fSO7lRow3*P!e{h`%>exd@k5ltNcfzKYg6E<jbAu3( zJjg(BaaD3vYWm^L;H5U8eTtB_ZvlAWAGpZK&H%59xUu5KT5$47&d&j@00R#qfD4@+ zpcTrX6Q3aG>MG<WmO>Vafi9ti7zeq67aZW=Ju3~MW9uMkbT8->V(=K_Zpg87U`s%E zR%NC@ItQ+~Nr}bKb;T)(>CnDvaAIBwIODwN03VWieI;o1E;v{dlR#|-=tQeyN@4+| z0accm2)T_1G*<*&01Tb6h8!9N-sS;mr-Kfv1&wEe(yl^yY7%7D+Rxe15ghog#U=S* z$ALDCUf6fB37it&G_85HaSOPphg6G+p!Mxw|9B^sWE4Sm+9`PF7l69oFIRzrH#jvB zeA}eIpCc&IDL7?;M6WNpJ{QD2ycT>nQzmr%0XP6JYzD2S1EnRfQ%dvlG9g(pJvBEm zF&liOn*#U>*f3Ama92os&m$4CUh3TXbNfMlN>9y)T#Z*=nF2{DkSKs2*i`~L7YKA7 z8#p`*azKj{pxZMtQj1C<Wp?`EZAFLoKvo8T&xZrwDhjHb!43nR1_nu>ue+DLnKtq5 zRPZizh17z~oYaD1NNJpUWIo8hIhoKErNJ4QdEmLgXA8i~c0h;b?7Oi00%VV0Zens` z5%j35%-n)R*nQQY#aZA2sw(v;_?UTxpu~a<$arl)ViCApR`78Juc>|9*!8$^F(`18 zp=&9x&$&M3`poN7udf38_VAL7Joq$U8tA-2kYWYLD6nkq;cdwoC8^-HhytkF3c4-{ z9L4EHpk1lOpwI;!ECSi$1zJ^@lnF^*;QM4DZ3vJ2q$Eglvn(^aBoi`}pOgyPa}72N zymh}AQmc8F7H5E5@Osq>aMH?80$nKr9ts7gy4TxU-pqk4ga*%8B!N|hrxuswf)1O2 z90^hcJrgDcavq2RXjukWw@)hQ<~*>ajwxlC#gK&qplbmky?_fFFE(F*tT|1~0oBK# zDL$~ykfPFD=$ho<)Z7B-WV&y%b0TC#se%W1ei;-Vpwn?7MR$23Xj5PYbRZ(9v^WD4 z{cjeufO~;Xsi6KAIGis`0+lEiA=e%UCnkbV#{=EAQUxhilTuSlpl5oy7J~+cG9hQX zrRHTr+8M8>_Pp+I0eh?{wG6bZ5bWxL{QM$lJ(`@KS_GLC$V^EEcdiwZ^ACfM$xejr z)v8J<%7^SgflLj8Qg(U~Xb&vN-7cPf?jTyB3epvQvZL$e+(jS}SHBR*XbEWHGNd>E za@H!4?$Y9n%v?y)JUTxWyn<5!)Xpl-gsv~j0j=2tg_?qIDs&l%H*7YdI42*PR*K+9 zLOW+97J&y~6N?~gg?vMU!9fU~&Mby5%LBE|53hu@_|o!oKxg=Y?8pb@ZBXiRgx>S+ zm6%*u3KA%RoZFTOIwuD*kXivv^`N=#ywp@kvk-KT2I$%w$lUkgmBpptCapqhaY-ro zuAB2M=fNAF9YZ{zEv~my=e+I(&&?@hq(a&)phNeHOA>RytKXe6bHMAj6p9N#Hzh!7 zkc*8M`z~w)1)u_Gd;pR)g3BOdp$g84U^ge1R)K3^(AgR-pj&^y;Q(5-bYc6&esEgI z%})lcp#{Z}f<I(fQNiUfq^tq2FiwNs)06~0QU=^*D@{p(?)AuoOhJGPl$2CRuoss? z8Z;@X#mSIcP!znJK_RGcXgS!u1)xnEAc5B%9Uy_1jZ+^twt;gg=pcdQj7-ppy<isw z`GarSdfeFixDhf-@}_z2t4-iT03bu6;Bo89#60kvYH>zlIoMaFd7!-<kl~|TP+<)Y zh78cPLFq+_;Bn$-T}we$KG?DL!Hx|NcD6j&0WJg;psPZ_x0Qi&NGfQ24-$z^rI|U9 z84>WB0#G)CWaENT(4zXxJjfkA`K2YGt`ua&E9e+X&_&Il<|fFzWbgu5NUfBXm<!s- z0NStsl2QPjX>?%|*arng`B|yZPH19bDQGVcD19op=aho8W=Tdqv@x6szB3~eI&TS9 zo0AV2p8@TG0u9eVk~yff%1Z&qRZ%MRqOD@kYzf%l;&SL^14XIe6B{8Zry##L6ESg` zn4OUcnF0cz8<GqfhX5z3#Jtqx6xdWqNFsFOF?eVTvf3mu3D&I3&nZ1RA6#*R`#71& ziO`#1lk>|Gi@<&Ki_<^>21+3=&<uZl=JhF{1mTun1gS#bOxyBi1?Z9{u=Sw3J3wb; zfI}`b4?G|PmPkoW&Me4)mT!)E=|$jMaSFf#)(_TgeXwqcC}^e$e4fij(862LX~q}! zg7yzU0wpmw1I$P*PA&o^7lqV3kh8%x8#u~9_x3>hr{EP4#gNX8FKE>{c(sc{EhvqH zu82%60yT4Nl|e3hKC9)~^leWYAfvV5BMJ6i*ax->l<z@|9MF0X5ChaKhV)X4K${N0 z5vcIE34Gd^Lc!sckh(V~H5t_Zgt#&@4>b2t02=HB*`|=33c7R!+Qthhg6wkw1+aow zILI5xpy|VO$WTFQCFs<-3~)|Y2m!5t0(s!@+Tu*;VS}Ji&EkyIRLCHIad~DMY|9$x zU>Qg;n3@B=-5%DfbIM7qN(IFZXm0kxz6+bdt^ys0U0MWN1e*!EIvg^X<ddHcS&IF1 zMkhF_KsIlIP6Pot+AR~32}{9~g?TB^L#IHaC8^1!C6MJKiP?$ZBTrs$fJ~kxfiC=j z9MlbBWtOBu&hiN^Edq^Vf$9TDTg0)nBp<xotQ5L`2z2&6I39fRlfl(<eo|!)w7Czu z>>bhE2d5CwG1;Ihp%9W$6$%ndAXRj7YGN^@cn7uOz(;_9!d@Y-G&v^~GW(iY4C!Dh zgeO9ZlB!bZ(RQG~QvkUnwFuJocFZ^oo=|!^d*0JN@L9S!nTffO4pUKTPG({f<R}M) zf=tNSZ6TmhRmcq(3eNdCpiM?#>p{nAL$^=nCV~zy2m3X^!_x;GNyQnd;Nl)6nxBye zy$7ivzbFr~i5@b#4%*cTTHcdblnGgV{HOt3@2BQLZ$ko|;+X?#b%5g&a?{Yo253j& z!o~|*FKh<8CNDL)1hUB)a`rw*Ff$i)9t^lg*3$sJxBKbNEl)dpK`HZb<MhW(kTW35 zGK&u{25*&n+1U4FUmIx6^5Olc5M*FtNeO6eD~PG^dilK9T~olWD#*-9F9NL|gXA{Q zp)}AFD}quJ3!p`jQ&DOf$lB*q=0Dp44tLNM<CDP^OkRFjA}EnUCPTq%0AVX)!!wIO zWjG{@1?7WIM1!1(eQ7qRV0$xX0r&{UjKoYx=gcX;2t07_7!(u<c3ehf0qCN}Vo315 zT)76MEi=0mlD6JVZF#*3vN`$Uv<urIt^v<u!|rfgbrXC*`Qbe|&?*dkJub+#;3m34 zcp~)V1r1$LG6rQ-(3yu9_FaI~wxDh0$q>teOY)&7yFG54|F{W!?pbO@K~6rXu7Lz< zbIY4%aOJL$mYM?{W6UZ|$xO~nEP^bh%LLsN3F#JswSexffQB|GZc1~YsV}nt<VG+D zbOcLEDr7mtvq@{g!E#|A_-gSD7s0cM3gE-EK_OF`mr@B)0J?d61E@lQj5&bT8f*dI zO#?ZLIkh4=2XwF#cyuZyHL(Oz;3uU*?=>jSF92=s0G&4kc4tazQYK{9NFgdS9aJ1C z_(Qt)-mYPuexPik5ReF6`{|om1S!!#)d9Hh$;^XV2hPyN<%tCasVU&Wh}=w2dkJ*^ z73kO+P!a<*_#iXOMTb{H3vcksTiBM^jKt!MlEidyjR4yA2sRTm+>i*F`+%G>1a@{# zW?2zrb(?}`0C?&{!N3IM`or76J_mJ;zz$TnunD}n2~xdeWJ1oB1KrLHZg(i;mqT07 zsl}POsYTf!GZaESz+s(PR0O`52-+o0&rApH)&V6a1<)?YyiCvl0AvW(DF=E#FKEGS z9<=HyN-YHqA3;Vq1Bw%~!L7RTMCh?H$vK&6kPYh!ZizXNNrS^n(m~N(kXZo9bmh>i zgTV<V7d+w$Er*jzA@d>NURX&HWLu3wPHJ)nq&e@C51E=uDS{4v79<uIL+6_Eb5bG6 zBKh!2$l^Zt#3YyzMX9N2kQP=_KIjxDNZTv5AhY=J=9EnEV39%)^o;C)qWog8b@|ZK zRTT1*QX%K4Dx~K_X3`Z3G7}-!9;W4h&SwFShrFBwx$`Xz)ExpRGRGXq30N-|&wt#w z6BG?@(2gc(A_8(<(5vk`Ue8+rl6$dfHz-N@C4!D=1nHmG@p{1$aMHNgbYa5<@X2Kg zes199(V$ZmQlWd3i!+MyOTni|XC8)Jj03tB6_h8z6}m!lVsUaJ^tKRx$ju#~Yl5L$ zdo%OWN{b;kXQUN?8_}Sn-k@s&(u)!cKxcD8ZaE6i&&Vr<BzJ|7(p*R_=b4)eS!Uu= zS_!^929(4>r?Xycx&U5&sZb0$Z>J~)Hn6IYkyr%T$^g1`sHhmyvp%vh2fAtzTw(78 z&1Zm9ET}P;3OXqb68E4}G(f?m0BXa6vz0;-G<oD_KsMpL+R*a48?uZjH^|QsoX$X3 zmV=h&f`c=t6m;n@s00SN^TOVX-H-)q1sVB8nTg=cP=2&2@#yU2%yMW-10RP5sk*`I zD>ET!L?J8{+>s4PgsjB8*?I$VQdDtCW?nYLc`l{k8`w%yb3u`sS)7@g1&Z#Fe8_6v zl2XuM0LU>4uAm-!W^N|r*a^@{x{zuvI42+0ZS;Yh1AlSi1@M`Oph3wC`$5?&Ik60q z`;+nyuLGL~Iy5jpJrmlE@J%d&&ceG^fEL7nVoAX{F%z^W4$Lk|EK7uK*h<X<E%Sub zI!Q(Okhv}A{DRaxNC=lF=Hx-v)PXL>15N&e!!^0|;qIA`@rl4v=$)US^CcjM@L!(< zxqMo|#Xkh>z_Qew{AAGSZlK`s@pJ`w!#O`6vKt6|20plY1ce&-jB}7O1y?7q-nTQS zLJsr=TMW8s`XYGtRH3RA(v~VN1z(m8mJUwND9r&ca4#xNO9S~f8Pasg0T=7wUd6r( z(7{|#;(9i7){`AwAoujV?%e<qQ2=ddgUn`u?s_eS<P>o5gO8yoO3g{E0GX^%TnReh z64Fpj0_|xA8KaO`07*RIsW~~I6>}hWflpF|E(R*i121-ju2)D)g)Th--GZ8u1Tic) zGp7tZiK5`;3DOQaH=+o-oaW8+w%6T|eR&rqT-XH8IG{mZ&@P_~;PD}aw8M}UNJ06@ z*{R?_0A2PBDnY^ib4pEwUMcrvNAHVejUZQtltTA?fhH|CLZ%@L@{5ZzlVF!zfmSm? zhE|=6@)Jv-s|7(zz7B&gs#0)v^Z^+UKE7lg*jb>^zSwYK!^KvRgaT+$H>5)XS~!yn zs(v7?{>;4O{Gx(<(Ah<hCfUul+l{w-ZtViOEHOC|5*fugpu?{qnJ*c-emf+!0^BuH z1Ore|DJ143C+302nhvkbg{+<gb;@DaXk{c8r9g*@(u+XzwUCp76#Ss4+qz{I<w9n4 zL2bNbP(sYgPXbX2K^`Eg3Nkr=VF&2OX^?=z(OqEgr6d+XnuCeZtn+$#&)Y`GwwL5m z&<x$-&5)HzKAE}T*nKv0JvbdD78jT1K~G)s41k>f>y(<84jHymaDtvPtpK?S2^_Sb zfiUo?6Oiz5KfDLL_z2tp1D|0CD$$O#g8I0Q?%-lBH!&xz6f!~t&Q_oc4~z0MAwv+E zMXBJD2(+KOAOqYs19iher>}qx6#-kBR+L(t0Uja+dpEJDC=ogeyZ>Ut#cq%wsH+a` zPNrlgCZ)m-9KYFgWBE<UaA$r2Xe}UQ`*Ct&L1J=d3Fx3}kPV=f>G`08Dj;)e$>8(= z2_Vp<2=uT4FUU1R{-HiDpyC32i7z<fL0$D6aIL1`=;R*?E_jkbC+LH#M{v~u+w=nt z08pzRbPhM9g%FUK4VpU717De^prH<m*{5@MF)%PNBr`BD1Rr5w00m}hUI>&`l@SVM zrKE;IS*gY0P*zcC1eBGX9|>ip6-7Z=S&7k5RzXP&lvPp`3uP7L#6elfiSbZYUQPm( zl~|MrWfhktL0Oq4$uL$*3Y3+RnF?j4Wu`${Wtr(vR%UqylvSFY31y|`WI<WE#o16+ za&ZonRg|9#Wu+wML0K84`A}9#VgZzumtP2Fm1Gn_S*1nAP*z4!36zzTUJ7O9l$60( ziRDmMZe|6Hl~W02C0ABKS;g7aP*zE54V0CZSPNz4l+{65NqO~9R&h}Sl$BW32xS%L zG(lO}dCgE(YDo)}m7CoPWhE80L0PG#?NC-`aR-!@QP~M)<)wB(S-E-LP*zfL50sUi z-3w(E7xuwe<^51rdd>tWE4OGOlvR*83Cb$YoD5}U=T3pLiu0yIS(W+IpseEj=}=Z; z+6*WwKY1pUm7O>X%1TO|4P}+2&w;XvQ|3Zh>810ati;^;P*!E;0w^mde<74rTD1tu zO3PmiWo48sfwBsUmqJ-3*~_4;yu9U5R&L1(D62SeC6twuv<k|~ty~RdCFQSyvPyE+ zLRq=#>!7T};`LBgNy&yI3=E)5n~_+)5h|FIw+YJ1NZbr%B_(cwva-szLRrP7K@1EG zj0})04k}DQr4FdX02LIVr5ch93=C2X3=Gl?3=A?13=Fai3=HxN3=CEb3=Gx`3=B35 z3=Fmm3=DP*3=H-R3=B~W3=Gi>3=A<03=FXh3=HXv3=H2H85p>j7#QT37#KjMOf545 z18BqlG-d{dS<DO!pb>93Rt5%Jb_Rxh><kQ`2}x%z28MM!3=CU&7#NQ5Ffd%;Wnf_A zXJ7zbHx(|xz+f%Jz_3%2f#JI(14E_^14F7Z1H*C^28KNv3=A8!7#J4mF)%RdGcafy zFfa%iGB7+eWnl0%XJF8_WMEim&A`B9%fPVGfq~(U0|Ub@cLoL?F9wEeKL&=?Aq)&Z z!WkHZ(ij*F(-;_>(-|1b^B5Q;iWwLdRWmT?)iE$!t7BkboWQ`4znp==aVG=AxkC&L Ien%J>067OIbpQYW diff --git a/WhisperTranscript/data/locale/WhisperTranscript_en.json b/WhisperTranscript/data/locale/WhisperTranscript_en.json index 69bc1cf..4577ef6 100644 --- a/WhisperTranscript/data/locale/WhisperTranscript_en.json +++ b/WhisperTranscript/data/locale/WhisperTranscript_en.json @@ -5,11 +5,10 @@ "avstream_entries_2": "Received", "TranscriptAlways_title": "Automatically activate transcription", "TranscriptAlways_summary": "Activate transcription when a call starts.", - "background_title": "Add background color", - "background_summary": "Add a partial transparency to the subtitle background if it isn't visible enough", - "background_entries_1": "None", - "background_entries_2": "Black", - "background_entries_3": "White", + "background_title": "Background color", + "background_summary": "Defines the subtitle background color", + "background_entries_1": "Black", + "background_entries_2": "White", "position_title": "Transcription position", "position_entries_1": "Top right", "position_entries_2": "Top left", @@ -116,9 +115,5 @@ "language_vi": "Vietnamese", "language_cy": "Welsh", "language_yi": "Yiddish", - "language_yo": "Yoruba", - "acceleration_title": "Use hardware acceleration", - "acceleration_summary": "Use CUDA or NNAPI where applicable", - "chunk_title": "Chunk size in seconds", - "step_title": "Step size in seconds" + "language_yo": "Yoruba" } \ No newline at end of file diff --git a/WhisperTranscript/data/preferences.json b/WhisperTranscript/data/preferences.json index e803e21..0637a08 100644 --- a/WhisperTranscript/data/preferences.json +++ b/WhisperTranscript/data/preferences.json @@ -1,224 +1 @@ -[ - { - "type": "List", - "key": "background", - "title": "{{background_title}}", - "summary": "{{background_summary}}", - "defaultValue": "black@0.0", - "scope": "plugin,Transcript", - "entryValues": [ - "black@0.0", - "black@0.5", - "white@0.5" - ], - "entries": [ - "{{background_entries_1}}", - "{{background_entries_2}}", - "{{background_entries_3}}" - ] - }, - { - "type": "List", - "key": "position", - "title": "{{position_title}}", - "defaultValue": "2", - "scope": "plugin,Transcript", - "entryValues": [ - "1", - "2", - "3", - "4" - ], - "entries": [ - "{{position_entries_1}}", - "{{position_entries_2}}", - "{{position_entries_3}}", - "{{position_entries_4}}" - ] - }, - { - "type": "List", - "key": "fontsize", - "title": "{{fontsize_title}}", - "defaultValue": "14", - "scope": "plugin,Transcript", - "entryValues": [ - "10", - "12", - "14", - "16", - "18", - "24", - "36", - "72" - ], - "entries": [ - "10", - "12", - "14", - "16", - "18", - "24", - "36", - "72" - ] - }, - { - "type": "List", - "key": "avstream", - "title": "{{avstream_title}}", - "summary": "{{avstream_summary}}", - "defaultValue": "in", - "scope": "plugin", - "entryValues": [ - "out", - "in" - ], - "entries": [ - "{{avstream_entries_1}}", - "{{avstream_entries_2}}" - ] - }, - { - "type": "List", - "key": "chunksize", - "title": "{{chunk_title}}", - "defaultValue": "15", - "scope": "plugin,Transcript", - "entryValues": [ - "5", - "6", - "7", - "8", - "9", - "10", - "11", - "12", - "13", - "14", - "15", - "16", - "17", - "18", - "19", - "20", - "21", - "22", - "23", - "24", - "25", - "26", - "27", - "28", - "29", - "30" - ], - "entries": [ - "5", - "6", - "7", - "8", - "9", - "10", - "11", - "12", - "13", - "14", - "15", - "16", - "17", - "18", - "19", - "20", - "21", - "22", - "23", - "24", - "25", - "26", - "27", - "28", - "29", - "30" - ] - }, - { - "type": "List", - "key": "stepsize", - "title": "{{step_title}}", - "defaultValue": "3", - "scope": "plugin,Transcript", - "entryValues": [ - "1", - "2", - "3", - "4", - "5", - "6", - "7", - "8", - "9", - "10", - "11", - "12", - "13", - "14", - "15", - "16", - "17", - "18", - "19", - "20", - "21", - "22", - "23", - "24", - "25", - "26", - "27", - "28", - "29", - "30" - ], - "entries": [ - "1", - "2", - "3", - "4", - "5", - "6", - "7", - "8", - "9", - "10", - "11", - "12", - "13", - "14", - "15", - "16", - "17", - "18", - "19", - "20", - "21", - "22", - "23", - "24", - "25", - "26", - "27", - "28", - "29", - "30" - ] - }, - { - "type": "Switch", - "key": "acceleration", - "title": "{{acceleration_title}}", - "summary": "{{acceleration_summary}}", - "defaultValue": "1", - "scope": "plugin" - } -] \ No newline at end of file +[] \ No newline at end of file diff --git a/WhisperTranscript/ffmpeg/package.json b/WhisperTranscript/ffmpeg/package.json index fa3d277..428d0e7 100644 --- a/WhisperTranscript/ffmpeg/package.json +++ b/WhisperTranscript/ffmpeg/package.json @@ -1,6 +1,6 @@ { "name": "ffmpeg", - "version": "n5.0", + "version": "n6.0", "url": "https://git.ffmpeg.org/gitweb/ffmpeg.git/snapshot/__VERSION__.tar.gz", "deps": [ "freetype", @@ -16,13 +16,12 @@ "libopusenc-reload-packet-loss-at-encode.patch", "libopusdec-enable-FEC.patch", "windows-configure.patch", - "windows-configure-ffnvcodec.patch", - "windows-configure-libmfx.patch" + "windows-configure-ffnvcodec.patch" ], "win_patches": [ ], "project_paths": [], - "with_env" : "10.0.16299.0", + "with_env" : "", "custom_scripts": { "pre_build": [], "build": [ diff --git a/WhisperTranscript/ffmpeg/rules.mak b/WhisperTranscript/ffmpeg/rules.mak index 7b5c554..24296df 100644 --- a/WhisperTranscript/ffmpeg/rules.mak +++ b/WhisperTranscript/ffmpeg/rules.mak @@ -1,4 +1,4 @@ -FFMPEG_HASH := n5.0 +FFMPEG_HASH := n6.0 FFMPEG_URL := https://git.ffmpeg.org/gitweb/ffmpeg.git/snapshot/$(FFMPEG_HASH).tar.gz PKGS+=ffmpeg @@ -86,16 +86,10 @@ FFMPEGCONF += \ --enable-parser=mpeg4video \ --enable-parser=vp8 \ --enable-parser=vp9 \ - --enable-parser=opus \ - --enable-parser=w64 \ - --enable-parser=wav + --enable-parser=opus #encoders/decoders FFMPEGCONF += \ - --enable-encoder=w64 \ - --enable-encoder=wav \ - --enable-decoder=w64 \ - --enable-decoder=wav \ --enable-encoder=adpcm_g722 \ --enable-decoder=adpcm_g722 \ --enable-encoder=rawvideo \ @@ -344,7 +338,7 @@ $(TARBALLS)/ffmpeg-$(FFMPEG_HASH).tar.gz: ffmpeg: ffmpeg-$(FFMPEG_HASH).tar.gz rm -Rf $@ $@-$(FFMPEG_HASH) mkdir -p $@-$(FFMPEG_HASH) - (cd $@-$(FFMPEG_HASH) && tar x $(if ${BATCH_MODE},,-v) --strip-components=1 -f ../$<) + (cd $@-$(FFMPEG_HASH) && tar x $(if ${BATCH_MODE},,-v) --strip-components=1 -f $<) $(APPLY) $(SRC)/ffmpeg/remove-mjpeg-log.patch $(APPLY) $(SRC)/ffmpeg/change-RTCP-ratio.patch $(APPLY) $(SRC)/ffmpeg/rtp_ext_abs_send_time.patch @@ -352,6 +346,7 @@ ffmpeg: ffmpeg-$(FFMPEG_HASH).tar.gz $(APPLY) $(SRC)/ffmpeg/libopusenc-reload-packet-loss-at-encode.patch $(APPLY) $(SRC)/ffmpeg/ios-disable-b-frames.patch $(APPLY) $(SRC)/ffmpeg/screen-sharing-x11-fix.patch + $(APPLY) $(SRC)/ffmpeg/nvenc-fix-reorderqueueflush-crash.patch $(UPDATE_AUTOCONFIG) $(MOVE) diff --git a/WhisperTranscript/package.json b/WhisperTranscript/package.json index e0e95ad..71ac773 100644 --- a/WhisperTranscript/package.json +++ b/WhisperTranscript/package.json @@ -4,7 +4,6 @@ "extractLibs": false, "deps": [], "defines": [ - "NVIDIA=False", "TESTPROCESS=False" ], "custom_scripts": { diff --git a/WhisperTranscript/stt_whisper.cpp b/WhisperTranscript/stt_whisper.cpp new file mode 100644 index 0000000..3df602a --- /dev/null +++ b/WhisperTranscript/stt_whisper.cpp @@ -0,0 +1,266 @@ +#include "stt_whisper.h" +#include "whisper.h" + +#ifdef WIN32 +#define _USE_MATH_DEFINES +#include <math.h> +#endif + +#include <atomic> +#include <cmath> +#include <mutex> +#include <string> +#include <thread> +#include <vector> + +void print_array(const std::vector<float>& data) +{ + fprintf(stdout, "print array: ["); + for (int i = 0; i < std::min((int)data.size(), 10); i++) { + fprintf(stdout, " %.8f,", data[i]); + } + fprintf(stdout, " ]\n"); +} + +void high_pass_filter(std::vector<float>& data, float cutoff, float sample_rate) +{ + const float rc = 1.0f / (2.0f * M_PI * cutoff); + const float dt = 1.0f / sample_rate; + const float alpha = dt / (rc + dt); + + float y = data[0]; + + for (size_t i = 1; i < data.size(); i++) { + y = alpha * (y + data[i] - data[i - 1]); + data[i] = y; + } +} + +/** Check if speech is ending. */ +bool vad_simple(std::vector<float>& pcmf32, int sample_rate, int last_ms, float vad_thold, float freq_thold, bool verbose) +{ + const int n_samples = pcmf32.size(); + const int n_samples_last = (sample_rate * last_ms) / 1000; + + if (n_samples_last >= n_samples) { + // not enough samples - assume no speech + return false; + } + + if (freq_thold > 0.0f) { + high_pass_filter(pcmf32, freq_thold, sample_rate); + } + + float energy_all = 0.0f; + float energy_last = 0.0f; + + for (int i = 0; i < n_samples; i++) { + energy_all += fabsf(pcmf32[i]); + + if (i >= n_samples - n_samples_last) { + energy_last += fabsf(pcmf32[i]); + } + } + + energy_all /= n_samples; + energy_last /= n_samples_last; + + if (verbose) { + fprintf(stderr, "%s: energy_all: %f, energy_last: %f, vad_thold: %f, freq_thold: %f\n", __func__, energy_all, energy_last, vad_thold, freq_thold); + } + + if ((energy_all < 0.0001f && energy_last < 0.0001f) || energy_last > vad_thold * energy_all) { + return false; + } + + return true; +} + +RealtimeSttWhisper::RealtimeSttWhisper(const std::string& path_model) +{ + ctx = whisper_init_from_file(path_model.c_str()); + is_running = true; + worker = std::thread(&RealtimeSttWhisper::Run, this); + t_last_iter = std::chrono::high_resolution_clock::now(); +} + +RealtimeSttWhisper::~RealtimeSttWhisper() +{ + is_running = false; + if (worker.joinable()) + worker.join(); + whisper_free(ctx); +} + +/** Add audio data in PCM f32 format. */ +void RealtimeSttWhisper::AddAudioData(const float* data, size_t n_samples) +{ + std::lock_guard<std::mutex> lock(s_mutex); + // printf("AddAudioData: remaining: %d, new: %d\n", (int)s_queued_pcmf32.size(), (int)data.size()); + s_queued_pcmf32.insert(s_queued_pcmf32.end(), data, data + n_samples); +} + +/** Get newly transcribed text. */ +std::vector<transcribed_msg> RealtimeSttWhisper::GetTranscribed() +{ + std::vector<transcribed_msg> transcribed; + std::lock_guard<std::mutex> lock(s_mutex); + transcribed = std::move(s_transcribed_msgs); + s_transcribed_msgs.clear(); + return transcribed; +} + +/** Run Whisper in its own thread to not block the main thread. */ +void RealtimeSttWhisper::Run() +{ + struct whisper_full_params wparams = whisper_full_default_params(whisper_sampling_strategy::WHISPER_SAMPLING_GREEDY); + + // See here for example https://github.com/ggerganov/whisper.cpp/blob/master/examples/stream/stream.cpp#L302 + wparams.n_threads = 4; + wparams.no_context = true; + wparams.single_segment = true; + wparams.print_progress = false; + wparams.print_realtime = false; + wparams.print_special = false; + wparams.print_timestamps = false; + wparams.max_tokens = 64; + wparams.translate = false; + + /** + * Experimental optimization: Reduce audio_ctx to 15s (half of the chunk + * size whisper is designed for) to speed up 2x. + * https://github.com/ggerganov/whisper.cpp/issues/137#issuecomment-1318412267 + */ + wparams.audio_ctx = 768; + + /* When more than this amount of audio received, run an iteration. */ + const int trigger_ms = 400; + const int n_samples_trigger = (trigger_ms / 1000.0) * WHISPER_SAMPLE_RATE; + /** + * When more than this amount of audio accumulates in the audio buffer, + * force finalize current audio context and clear the buffer. Note that + * VAD may finalize an iteration earlier. + */ + // This is recommended to be smaller than the time wparams.audio_ctx + // represents so an iteration can fit in one chunk. + const int iter_threshold_ms = trigger_ms * 35; + const int n_samples_iter_threshold = (iter_threshold_ms / 1000.0) * WHISPER_SAMPLE_RATE; + + /** + * ### Reminders + * + * - Note that whisper designed to process audio in 30-second chunks, and + * the execution time of processing smaller chunks may not be shorter. + * - The design of trigger and threshold allows inputing audio data at + * arbitrary rates with zero config. Inspired by Assembly.ai's + * real-time transcription API + * (https://github.com/misraturp/Real-time-transcription-from-microphone/blob/main/speech_recognition.py) + */ + + /* VAD parameters */ + // The most recent 3s. + const int vad_window_s = 3; + const int n_samples_vad_window = WHISPER_SAMPLE_RATE * vad_window_s; + // In VAD, compare the energy of the last 500ms to that of the total 3s. + const int vad_last_ms = 500; + // Keep the last 0.5s of an iteration to the next one for better + // transcription at begin/end. + const int n_samples_keep_iter = WHISPER_SAMPLE_RATE * 0.5; + const float vad_thold = 0.3f; + const float freq_thold = 200.0f; + + /* Audio buffer */ + std::vector<float> pcmf32; + + /* Processing loop */ + while (is_running) { + { + std::unique_lock<std::mutex> lock(s_mutex); + + if (s_queued_pcmf32.size() < n_samples_trigger) { + lock.unlock(); + std::this_thread::sleep_for(std::chrono::milliseconds(10)); + continue; + } + } + + { + std::lock_guard<std::mutex> lock(s_mutex); + + if (s_queued_pcmf32.size() > 2 * n_samples_iter_threshold) { + fprintf(stderr, "\n\n%s: WARNING: too much audio is going to be processed, result may not come out in real time\n\n", __func__); + } + } + + { + std::lock_guard<std::mutex> lock(s_mutex); + + pcmf32.insert(pcmf32.end(), s_queued_pcmf32.begin(), s_queued_pcmf32.end()); + + // printf("existing: %d, new: %d, will process: %d, threshold: %d\n", + // n_samples_old, n_samples_new, (int)pcmf32.size(), n_samples_iter_threshold); + + // print_array(pcmf32); + + s_queued_pcmf32.clear(); + wparams.language = lang_.c_str(); + } + + { + int ret = whisper_full(ctx, wparams, pcmf32.data(), pcmf32.size()); + if (ret != 0) { + fprintf(stderr, "Failed to process audio, returned %d\n", ret); + continue; + } + } + + { + transcribed_msg msg; + + const int n_segments = whisper_full_n_segments(ctx); + for (int i = 0; i < n_segments; ++i) { + const char* text = whisper_full_get_segment_text(ctx, i); + msg.text += text; + } + + /** + * Simple VAD from the "stream" example in whisper.cpp + * https://github.com/ggerganov/whisper.cpp/blob/231bebca7deaf32d268a8b207d15aa859e52dbbe/examples/stream/stream.cpp#L378 + */ + bool speech_has_end = false; + + /* Need enough accumulated audio to do VAD. */ + if ((int)pcmf32.size() >= n_samples_vad_window) { + std::vector<float> pcmf32_window(pcmf32.end() - n_samples_vad_window, pcmf32.end()); + speech_has_end = vad_simple(pcmf32_window, WHISPER_SAMPLE_RATE, vad_last_ms, + vad_thold, freq_thold, false); + if (speech_has_end) + printf("speech end detected\n"); + } + + /** + * Clear audio buffer when the size exceeds iteration threshold or + * speech end is detected. + */ + if (pcmf32.size() > n_samples_iter_threshold || speech_has_end) { + const auto t_now = std::chrono::high_resolution_clock::now(); + const auto t_diff = std::chrono::duration_cast<std::chrono::milliseconds>(t_now - t_last_iter).count(); + printf("iter took: %lldms\n", t_diff); + t_last_iter = t_now; + + msg.is_partial = false; + /** + * Keep the last few samples in the audio buffer, so the next + * iteration has a smoother start. + */ + std::vector<float> last(pcmf32.end() - n_samples_keep_iter, pcmf32.end()); + pcmf32 = std::move(last); + } else { + msg.is_partial = true; + } + + std::lock_guard<std::mutex> lock(s_mutex); + s_transcribed_msgs.insert(s_transcribed_msgs.end(), std::move(msg)); + } + } +} \ No newline at end of file diff --git a/WhisperTranscript/stt_whisper.h b/WhisperTranscript/stt_whisper.h new file mode 100644 index 0000000..4766faf --- /dev/null +++ b/WhisperTranscript/stt_whisper.h @@ -0,0 +1,43 @@ +#ifndef STT_WHISPER_H_ +#define STT_WHISPER_H_ + +#include <atomic> +#include <mutex> +#include <string> +#include <thread> +#include <vector> + +#define WHISPER_SAMPLE_RATE 16000 + +struct transcribed_msg { + std::string text; + bool is_partial; +}; + +class WavWriter; + +class RealtimeSttWhisper +{ + public: + RealtimeSttWhisper(const std::string& path_model); + ~RealtimeSttWhisper(); + void AddAudioData(const float* data, size_t n_samples); + std::vector<transcribed_msg> GetTranscribed(); + void setLanguage(const std::string& lang) { + std::lock_guard<std::mutex> lock(s_mutex); + lang_ = lang; + } + + private: + struct whisper_context* ctx; + std::string lang_; + std::atomic<bool> is_running; + std::vector<float> s_queued_pcmf32; + std::vector<transcribed_msg> s_transcribed_msgs; + std::mutex s_mutex; // for accessing shared variables from both main thread and worker thread + std::thread worker; + void Run(); + std::chrono::time_point<std::chrono::high_resolution_clock> t_last_iter; +}; + +#endif // STT_WHISPER_H_ diff --git a/WhisperTranscript/whispercpp/package.json b/WhisperTranscript/whispercpp/package.json new file mode 100644 index 0000000..20eb8b4 --- /dev/null +++ b/WhisperTranscript/whispercpp/package.json @@ -0,0 +1,17 @@ +{ + "name": "whispercpp", + "version": "v1.2.1", + "url": "https://github.com/ggerganov/whisper.cpp/archive/refs/tags/__VERSION__.tar.gz", + "deps": [], + "patches": ["project.patch"], + "win_patches": [], + "project_paths": ["whisper.vcxproj"], + "with_env" : "", + "custom_scripts": { + "pre_build": [ + "wget --no-check-certificate --quiet --show-progress -O ggml-base.bin https://ggml.ggerganov.com/ggml-model-whisper-base.bin" + ], + "build": [], + "post_build": [] + } +} diff --git a/WhisperTranscript/whispercpp/project.patch b/WhisperTranscript/whispercpp/project.patch new file mode 100644 index 0000000..f3130e9 --- /dev/null +++ b/WhisperTranscript/whispercpp/project.patch @@ -0,0 +1,97 @@ +--- + whisper.vcxproj | 83 +++++++++++++++++++++++++++++++++++++++++++++++++ + 1 file changed, 83 insertions(+) + create mode 100644 whisper.vcxproj + +diff --git a/whisper.vcxproj b/whisper.vcxproj +new file mode 100644 +index 0000000..9cbfdb7 +--- /dev/null ++++ b/whisper.vcxproj +@@ -0,0 +1,83 @@ ++<?xml version="1.0" encoding="utf-8"?> ++<Project DefaultTargets="Build" ToolsVersion="17.0" xmlns="http://schemas.microsoft.com/developer/msbuild/2003"> ++ <PropertyGroup> ++ <PreferredToolArchitecture>x64</PreferredToolArchitecture> ++ </PropertyGroup> ++ <ItemGroup Label="ProjectConfigurations"> ++ <ProjectConfiguration Include="Release|x64"> ++ <Configuration>Release</Configuration> ++ <Platform>x64</Platform> ++ </ProjectConfiguration> ++ </ItemGroup> ++ <PropertyGroup Label="Globals"> ++ <ProjectGuid>{47B512DE-EE88-3A32-A01F-DF4317B53175}</ProjectGuid> ++ <Keyword>Win32Proj</Keyword> ++ <WindowsTargetPlatformVersion>10.0.18362.0</WindowsTargetPlatformVersion> ++ <Platform>x64</Platform> ++ <ProjectName>whisper</ProjectName> ++ <VCProjectUpgraderObjectName>NoUpgrade</VCProjectUpgraderObjectName> ++ </PropertyGroup> ++ <Import Project="$(VCTargetsPath)\Microsoft.Cpp.Default.props" /> ++ <PropertyGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'" Label="Configuration"> ++ <ConfigurationType>StaticLibrary</ConfigurationType> ++ <CharacterSet>MultiByte</CharacterSet> ++ <PlatformToolset>v143</PlatformToolset> ++ </PropertyGroup> ++ <Import Project="$(VCTargetsPath)\Microsoft.Cpp.props" /> ++ <ImportGroup Label="ExtensionSettings"> ++ </ImportGroup> ++ <ImportGroup Label="PropertySheets"> ++ <Import Project="$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props" Condition="exists('$(UserRootDir)\Microsoft.Cpp.$(Platform).user.props')" Label="LocalAppDataPlatform" /> ++ </ImportGroup> ++ <PropertyGroup Label="UserMacros" /> ++ <PropertyGroup> ++ <_ProjectFileVersion>10.0.18362.0</_ProjectFileVersion> ++ <OutDir Condition="'$(Configuration)|$(Platform)'=='Release|x64'">$(ProjectDir)..\..\msvc\lib\$(Platform)\</OutDir> ++ <IntDir Condition="'$(Configuration)|$(Platform)'=='Release|x64'">whisper.dir\Release\</IntDir> ++ <TargetName Condition="'$(Configuration)|$(Platform)'=='Release|x64'">whisper</TargetName> ++ <TargetExt Condition="'$(Configuration)|$(Platform)'=='Release|x64'">.lib</TargetExt> ++ </PropertyGroup> ++ <ItemDefinitionGroup Condition="'$(Configuration)|$(Platform)'=='Release|x64'"> ++ <ClCompile> ++ <AdditionalIncludeDirectories>$(ProjectDir).;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories> ++ <AssemblerListingLocation>$(IntDir)</AssemblerListingLocation> ++ <EnableEnhancedInstructionSet>AdvancedVectorExtensions2</EnableEnhancedInstructionSet> ++ <ExceptionHandling>Sync</ExceptionHandling> ++ <InlineFunctionExpansion>AnySuitable</InlineFunctionExpansion> ++ <Optimization>MaxSpeed</Optimization> ++ <PrecompiledHeader>NotUsing</PrecompiledHeader> ++ <RuntimeLibrary>MultiThreaded</RuntimeLibrary> ++ <RuntimeTypeInfo>true</RuntimeTypeInfo> ++ <UseFullPaths>false</UseFullPaths> ++ <WarningLevel>Level3</WarningLevel> ++ <PreprocessorDefinitions>%(PreprocessorDefinitions);WIN32;_WINDOWS;NDEBUG;_CRT_SECURE_NO_WARNINGS;CMAKE_INTDIR="Release"</PreprocessorDefinitions> ++ <ObjectFileName>$(IntDir)</ObjectFileName> ++ <DebugInformationFormat> ++ </DebugInformationFormat> ++ </ClCompile> ++ <ResourceCompile> ++ <PreprocessorDefinitions>%(PreprocessorDefinitions);WIN32;_WINDOWS;NDEBUG;_CRT_SECURE_NO_WARNINGS;CMAKE_INTDIR=\"Release\"</PreprocessorDefinitions> ++ <AdditionalIncludeDirectories>$(ProjectDir).;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories> ++ </ResourceCompile> ++ <Midl> ++ <AdditionalIncludeDirectories>$(ProjectDir).;%(AdditionalIncludeDirectories)</AdditionalIncludeDirectories> ++ <OutputDirectory>$(ProjectDir)/$(IntDir)</OutputDirectory> ++ <HeaderFileName>%(Filename).h</HeaderFileName> ++ <TypeLibraryName>%(Filename).tlb</TypeLibraryName> ++ <InterfaceIdentifierFileName>%(Filename)_i.c</InterfaceIdentifierFileName> ++ <ProxyFileName>%(Filename)_p.c</ProxyFileName> ++ </Midl> ++ <Lib> ++ <AdditionalOptions>%(AdditionalOptions) /machine:x64</AdditionalOptions> ++ </Lib> ++ </ItemDefinitionGroup> ++ <ItemGroup> ++ <ClInclude Include="ggml.h" /> ++ <ClCompile Include="ggml.c" /> ++ <ClInclude Include="whisper.h" /> ++ <ClCompile Include="whisper.cpp" /> ++ </ItemGroup> ++ <Import Project="$(VCTargetsPath)\Microsoft.Cpp.targets" /> ++ <ImportGroup Label="ExtensionTargets"> ++ </ImportGroup> ++</Project> +-- +2.37.1.windows.1 + diff --git a/WhisperTranscript/whispercpp/rules.mak b/WhisperTranscript/whispercpp/rules.mak new file mode 100644 index 0000000..2279182 --- /dev/null +++ b/WhisperTranscript/whispercpp/rules.mak @@ -0,0 +1,27 @@ +# whispercpp +WHISPERCPP_HASH := v1.2.1 +WHISPERCPP_GITURL := https://github.com/ggerganov/whisper.cpp.git + +WCONFIG := -DBUILD_SHARED_LIBS=OFF \ + -DCMAKE_POSITION_INDEPENDENT_CODE=ON + +$(TARBALLS)/whispercpp-$(WHISPERCPP_HASH).tar.xz: + $(call download_git,$(WHISPERCPP_GITURL),master,$(WHISPERCPP_HASH)) + +.sum-whispercpp: whispercpp-$(WHISPERCPP_HASH).tar.xz + $(warning $@ not implemented) + touch $@ + +whispercpp: whispercpp-$(WHISPERCPP_HASH).tar.xz .sum-whispercpp + rm -Rf $@-$(WHISPERCPP_HASH) + mkdir -p $@-$(WHISPERCPP_HASH) + (cd $@-$(WHISPERCPP_HASH) && tar x $(if ${BATCH_MODE},,-v) --strip-components=1 -f $<) + $(UPDATE_AUTOCONFIG) + $(MOVE) + +.whispercpp: whispercpp + cd $< && cmake . $(WCONFIG) + cd $< && $(MAKE) + cd $< && cp libwhisper.a $(PREFIX)/lib + cd $< && cp whisper.h $(PREFIX)/include + touch $@ diff --git a/lib/accel.cpp b/lib/accel.cpp index 785a092..36e764d 100644 --- a/lib/accel.cpp +++ b/lib/accel.cpp @@ -38,15 +38,12 @@ av_frame_new_side_data_from_buf(AVFrame* frame, enum AVFrameSideDataType type, A AVFrame* transferToMainMemory(const AVFrame* framePtr, AVPixelFormat desiredFormat) { - AVFrame* out = av_frame_alloc(); auto desc = av_pix_fmt_desc_get(static_cast<AVPixelFormat>(framePtr->format)); - if (desc && !(desc->flags & AV_PIX_FMT_FLAG_HWACCEL)) { - av_frame_unref(out); - av_frame_free(&out); return av_frame_clone(framePtr); } + AVFrame* out = av_frame_alloc(); out->format = desiredFormat; if (av_hwframe_transfer_data(out, framePtr, 0) < 0) { av_frame_unref(out); diff --git a/lib/common.cpp b/lib/common.cpp index c9534b1..0eeff59 100644 --- a/lib/common.cpp +++ b/lib/common.cpp @@ -59,6 +59,7 @@ void ffmpegFormatStringInline(std::string& str) void ffmpegScapeStringInline(std::string& str) { std::string newStr; + newStr.reserve(str.size()); for (size_t i = 0; i < str.size(); i ++) { switch (str[i]) { case '\'': diff --git a/lib/frameUtils.cpp b/lib/frameUtils.cpp index 7289026..37a0666 100644 --- a/lib/frameUtils.cpp +++ b/lib/frameUtils.cpp @@ -28,7 +28,6 @@ void moveFrom(AVFrame* dst, AVFrame* src) { if (dst && src) { - av_frame_copy_props(src, dst); av_frame_unref(dst); av_frame_move_ref(dst, src); } @@ -37,7 +36,8 @@ moveFrom(AVFrame* dst, AVFrame* src) void frameFree(AVFrame* frame) { - av_frame_unref(frame); + if (frame) + av_frame_unref(frame); av_frame_free(&frame); } diff --git a/lib/resampler.cpp b/lib/resampler.cpp new file mode 100644 index 0000000..9d2a06d --- /dev/null +++ b/lib/resampler.cpp @@ -0,0 +1,140 @@ +/* + * Copyright (C) 2004-2023 Savoir-faire Linux Inc. + * + * Author: Emmanuel Milou <emmanuel.milou@savoirfairelinux.com> + * Author: Alexandre Savard <alexandre.savard@savoirfairelinux.com> + * Author: Philippe Gorley <philippe.gorley@savoirfairelinux.com> + * + * This program is free software; you can redistribute it and/or modify + * it under the terms of the GNU General Public License as published by + * the Free Software Foundation; either version 3 of the License, or + * (at your option) any later version. + * + * This program is distributed in the hope that it will be useful, + * but WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + * GNU General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with this program; if not, write to the Free Software + * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. + */ + +#include "resampler.h" + +extern "C" { +#include <libswresample/swresample.h> +#include <libavutil/opt.h> +} + +#include <new> +#include <stdexcept> +#include <iostream> + +namespace jami { + +Resampler::Resampler() + : swrCtx_(swr_alloc()) + , initCount_(0) +{} + +Resampler::~Resampler() +{ + swr_free(&swrCtx_); +} + +void +Resampler::reinit(const AVFrame* in, const AVFrame* out) +{ + // NOTE swr_set_matrix should be called on an uninitialized context + auto swrCtx = swr_alloc(); + if (!swrCtx) { + throw std::bad_alloc(); + } + + av_opt_set_chlayout(swrCtx, "ichl", &in->ch_layout, 0); + av_opt_set_int(swrCtx, "isr", in->sample_rate, 0); + av_opt_set_sample_fmt(swrCtx, "isf", static_cast<AVSampleFormat>(in->format), 0); + + av_opt_set_chlayout(swrCtx, "ochl", &out->ch_layout, 0); + av_opt_set_int(swrCtx, "osr", out->sample_rate, 0); + av_opt_set_sample_fmt(swrCtx, "osf", static_cast<AVSampleFormat>(out->format), 0); + + /** + * Downmixing from 5.1 requires extra setup, since libswresample can't do it automatically + * (not yet implemented). + * + * Source: https://www.atsc.org/wp-content/uploads/2015/03/A52-201212-17.pdf + * Section 7.8.2 for the algorithm + * Tables 5.9 and 5.10 for the coefficients clev and slev + * + * LFE downmixing is optional, so any coefficient can be used, we use +6dB for mono and + * +0dB in each channel for stereo. + */ + if (in->ch_layout.u.mask == AV_CH_LAYOUT_5POINT1 + || in->ch_layout.u.mask == AV_CH_LAYOUT_5POINT1_BACK) { + // NOTE MSVC can't allocate dynamic size arrays on the stack + if (out->ch_layout.nb_channels == 2) { + double matrix[2][6]; + // L = 1.0*FL + 0.707*FC + 0.707*BL + 1.0*LFE + matrix[0][0] = 1; + matrix[0][1] = 0; + matrix[0][2] = 0.707; + matrix[0][3] = 1; + matrix[0][4] = 0.707; + matrix[0][5] = 0; + // R = 1.0*FR + 0.707*FC + 0.707*BR + 1.0*LFE + matrix[1][0] = 0; + matrix[1][1] = 1; + matrix[1][2] = 0.707; + matrix[1][3] = 1; + matrix[1][4] = 0; + matrix[1][5] = 0.707; + swr_set_matrix(swrCtx, matrix[0], 6); + } else { + double matrix[1][6]; + // M = 1.0*FL + 1.414*FC + 1.0*FR + 0.707*BL + 0.707*BR + 2.0*LFE + matrix[0][0] = 1; + matrix[0][1] = 1; + matrix[0][2] = 1.414; + matrix[0][3] = 2; + matrix[0][4] = 0.707; + matrix[0][5] = 0.707; + swr_set_matrix(swrCtx, matrix[0], 6); + } + } + + if (swr_init(swrCtx) >= 0) { + std::swap(swrCtx_, swrCtx); + swr_free(&swrCtx); + ++initCount_; + } else { + throw std::runtime_error("Failed to initialize resampler context"); + } +} + +int +Resampler::resample(const AVFrame* input, AVFrame* output) +{ + if (!initCount_) + reinit(input, output); + + int ret = swr_convert_frame(swrCtx_, output, input); + if (ret & AVERROR_INPUT_CHANGED || ret & AVERROR_OUTPUT_CHANGED) { + // Under certain conditions, the resampler reinits itself in an infinite loop. This is + // indicative of an underlying problem in the code. This check is so the backtrace + // doesn't get mangled with a bunch of calls to Resampler::resample + if (initCount_ > 1) { + throw std::runtime_error("Infinite loop detected in audio resampler"); + } + reinit(input, output); + return resample(input, output); + } else if (ret < 0) { + return -1; + } + + // Resampling worked, reset count to 1 so reinit isn't called again + initCount_ = 1; + return 0; +} +} // namespace jami diff --git a/lib/resampler.h b/lib/resampler.h new file mode 100644 index 0000000..cbf6179 --- /dev/null +++ b/lib/resampler.h @@ -0,0 +1,74 @@ +/* + * Copyright (C) 2004-2023 Savoir-faire Linux Inc. + * + * Author: Emmanuel Milou <emmanuel.milou@savoirfairelinux.com> + * Author: Alexandre Savard <alexandre.savard@savoirfairelinux.com> + * Author: Philippe Gorley <philippe.gorley@savoirfairelinux.com> + * + * This program is free software; you can redistribute it and/or modify + * it under the terms of the GNU General Public License as published by + * the Free Software Foundation; either version 3 of the License, or + * (at your option) any later version. + * + * This program is distributed in the hope that it will be useful, + * but WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + * GNU General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with this program; if not, write to the Free Software + * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA. + */ + +#pragma once + +extern "C" { +struct AVFrame; +struct SwrContext; +} + +namespace jami { + +/** + * @brief Wrapper class for libswresample + */ +class Resampler +{ +public: + Resampler(); + ~Resampler(); + + /** + * @brief Resample a frame. + * + * Resample from @input format to @output format. + * + * NOTE: sample_rate, ch_layout, and format should be set on @output + */ + int resample(const AVFrame* input, AVFrame* output); +private: + /** + * @brief Reinitializes filter according to new format. + * + * Reinitializes the resampler when new settings are detected. As long as both input and + * output formats don't change, this will only be called once. + */ + void reinit(const AVFrame* in, const AVFrame* out); + + /** + * @brief Libswresample resampler context. + * + * NOTE SwrContext is an imcomplete type and cannot be stored in a smart pointer. + */ + SwrContext* swrCtx_; + + /** + * @brief Number of times @swrCtx_ has been initialized with no successful audio resampling. + * + * 0: Uninitialized + * 1: Initialized + * >1: Invalid frames or formats, reinit is going to be called in an infinite loop + */ + unsigned initCount_; +}; +} // namespace jami -- GitLab