From 741a0173264cce46c05176312fc44f5bafe04061 Mon Sep 17 00:00:00 2001 From: Carlos Aguilar Date: Wed, 2 Nov 2022 14:41:20 +0000 Subject: [PATCH] Add skimmed version --- Makefile | 11 +- examples/whisperer/CMakeLists.txt | 3 + examples/whisperer/whisperer.cpp | 1156 +++++++++++++++++++++++++++++ python_runners/test1.py | 4 + python_runners/test2.py | 4 + whisperer | Bin 0 -> 424070 bytes 6 files changed, 1175 insertions(+), 3 deletions(-) create mode 100644 examples/whisperer/CMakeLists.txt create mode 100644 examples/whisperer/whisperer.cpp create mode 100644 python_runners/test1.py create mode 100644 python_runners/test2.py create mode 100755 whisperer diff --git a/Makefile b/Makefile index ff00a32..f8710bc 100644 --- a/Makefile +++ b/Makefile @@ -81,9 +81,14 @@ endif # Build library + main # -main: examples/main/main.cpp ggml.o whisper.o - $(CXX) $(CXXFLAGS) examples/main/main.cpp whisper.o ggml.o -o main $(LDFLAGS) - ./main -h +# main: examples/main/main.cpp ggml.o whisper.o +# $(CXX) $(CXXFLAGS) examples/main/main.cpp whisper.o ggml.o -o main $(LDFLAGS) +# ./main -h + +# change the main to my stripped down version +main: examples/whisperer/whisperer.cpp ggml.o whisper.o + $(CXX) $(CXXFLAGS) examples/whisperer/whisperer.cpp whisper.o ggml.o -o whisperer $(LDFLAGS) + ./whisperer -h ggml.o: ggml.c ggml.h $(CC) $(CFLAGS) -c ggml.c -o ggml.o diff --git a/examples/whisperer/CMakeLists.txt b/examples/whisperer/CMakeLists.txt new file mode 100644 index 0000000..d683507 --- /dev/null +++ b/examples/whisperer/CMakeLists.txt @@ -0,0 +1,3 @@ +set(TARGET main) +add_executable(${TARGET} main.cpp) +target_link_libraries(${TARGET} PRIVATE whisper ${CMAKE_THREAD_LIBS_INIT}) diff --git a/examples/whisperer/whisperer.cpp b/examples/whisperer/whisperer.cpp new file mode 100644 index 0000000..4ccb694 --- /dev/null +++ b/examples/whisperer/whisperer.cpp @@ -0,0 +1,1156 @@ +#include "whisper.h" + +// third-party utilities +// use your favorite implementations +#define DR_WAV_IMPLEMENTATION +#include "dr_wav.h" + +#include +#include +#include +#include +#include +#include + +// Terminal color map. 10 colors grouped in ranges [0.0, 0.1, ..., 0.9] +// Lowest is red, middle is yellow, highest is green. +const std::vector k_colors = { + "\033[38;5;196m", "\033[38;5;202m", "\033[38;5;208m", "\033[38;5;214m", "\033[38;5;220m", + "\033[38;5;226m", "\033[38;5;190m", "\033[38;5;154m", "\033[38;5;118m", "\033[38;5;82m", +}; + +// 500 -> 00:05.000 +// 6000 -> 01:00.000 +std::string to_timestamp(int64_t t, bool comma = false) { + int64_t msec = t * 10; + int64_t hr = msec / (1000 * 60 * 60); + msec = msec - hr * (1000 * 60 * 60); + int64_t min = msec / (1000 * 60); + msec = msec - min * (1000 * 60); + int64_t sec = msec / 1000; + msec = msec - sec * 1000; + + char buf[32]; + snprintf(buf, sizeof(buf), "%02d:%02d:%02d%s%03d", (int) hr, (int) min, (int) sec, comma ? "," : ".", (int) msec); + + return std::string(buf); +} + +void replace_all(std::string & s, const std::string & search, const std::string & replace) { + for (size_t pos = 0; ; pos += replace.length()) { + pos = s.find(search, pos); + if (pos == std::string::npos) break; + s.erase(pos, search.length()); + s.insert(pos, replace); + } +} + +// a cost-function that is high for text that takes longer to pronounce +float voice_length(const std::string & text) { + float res = 0.0f; + + for (size_t i = 0; i < text.size(); ++i) { + if (text[i] == ' ') { + res += 0.01f; + } else if (text[i] == ',') { + res += 2.00f; + } else if (text[i] == '.') { + res += 3.00f; + } else if (text[i] == '!') { + res += 3.00f; + } else if (text[i] == '?') { + res += 3.00f; + } else if (text[i] >= '0' && text[i] <= '9') { + res += 3.00f; + } else { + res += 1.00f; + } + } + + return res; +} + +// command-line parameters +struct whisper_params { + int32_t seed = -1; // RNG seed, not used currently + int32_t n_threads = std::min(4, (int32_t) std::thread::hardware_concurrency()); + int32_t n_processors = 1; + int32_t offset_t_ms = 0; + int32_t offset_n = 0; + int32_t max_context = -1; + + float word_thold = 0.01f; + + bool verbose = false; + bool translate = false; + bool output_txt = false; + bool output_vtt = false; + bool output_srt = false; + bool output_wts = false; + bool output_ann = true; + bool print_special_tokens = false; + bool print_colors = false; + bool no_timestamps = false; + + std::string language = "en"; + std::string model = "models/ggml-medium.en.bin"; + + std::vector fname_inp = {}; +}; + +void whisper_print_usage(int argc, char ** argv, const whisper_params & params); + +bool whisper_params_parse(int argc, char ** argv, whisper_params & params) { + for (int i = 1; i < argc; i++) { + std::string arg = argv[i]; + + if (arg[0] != '-') { + params.fname_inp.push_back(arg); + continue; + } + + if (arg == "-s" || arg == "--seed") { + params.seed = std::stoi(argv[++i]); + } else if (arg == "-t" || arg == "--threads") { + params.n_threads = std::stoi(argv[++i]); + } else if (arg == "-p" || arg == "--processors") { + params.n_processors = std::stoi(argv[++i]); + } else if (arg == "-ot" || arg == "--offset-t") { + params.offset_t_ms = std::stoi(argv[++i]); + } else if (arg == "-on" || arg == "--offset-n") { + params.offset_n = std::stoi(argv[++i]); + } else if (arg == "-mc" || arg == "--max-context") { + params.max_context = std::stoi(argv[++i]); + } else if (arg == "-wt" || arg == "--word-thold") { + params.word_thold = std::stof(argv[++i]); + } else if (arg == "-v" || arg == "--verbose") { + params.verbose = true; + } else if (arg == "--translate") { + params.translate = true; + } else if (arg == "-l" || arg == "--language") { + params.language = argv[++i]; + if (whisper_lang_id(params.language.c_str()) == -1) { + fprintf(stderr, "error: unknown language '%s'\n", params.language.c_str()); + whisper_print_usage(argc, argv, params); + exit(0); + } + } else if (arg == "-otxt" || arg == "--output-txt") { + params.output_txt = true; + } else if (arg == "-ovtt" || arg == "--output-vtt") { + params.output_vtt = true; + } else if (arg == "-osrt" || arg == "--output-srt") { + params.output_srt = true; + } else if (arg == "-oann" || arg == "--output-annotations") { + params.output_ann = true; + } else if (arg == "-owts" || arg == "--output-words") { + params.output_wts = true; + } else if (arg == "-ps" || arg == "--print_special") { + params.print_special_tokens = true; + } else if (arg == "-pc" || arg == "--print_colors") { + params.print_colors = true; + } else if (arg == "-nt" || arg == "--no_timestamps") { + params.no_timestamps = true; + } else if (arg == "-m" || arg == "--model") { + params.model = argv[++i]; + } else if (arg == "-f" || arg == "--file") { + params.fname_inp.push_back(argv[++i]); + } else if (arg == "-h" || arg == "--help") { + whisper_print_usage(argc, argv, params); + exit(0); + } else { + fprintf(stderr, "error: unknown argument: %s\n", arg.c_str()); + whisper_print_usage(argc, argv, params); + exit(0); + } + } + + return true; +} + +void whisper_print_usage(int argc, char ** argv, const whisper_params & params) { + fprintf(stderr, "\n"); + fprintf(stderr, "usage (16kHz): %s [options] file0.wav file1.wav ...\n", argv[0]); + fprintf(stderr, "\n"); + fprintf(stderr, "options:\n"); + fprintf(stderr, " -h, --help show this help message and exit\n"); + fprintf(stderr, " -s SEED, --seed SEED RNG seed (default: -1)\n"); + fprintf(stderr, " -t N, --threads N number of threads to use during computation (default: %d)\n", params.n_threads); + fprintf(stderr, " -p N, --processors N number of processors to use during computation (default: %d)\n", params.n_processors); + fprintf(stderr, " -ot N, --offset-t N time offset in milliseconds (default: %d)\n", params.offset_t_ms); + fprintf(stderr, " -on N, --offset-n N segment index offset (default: %d)\n", params.offset_n); + fprintf(stderr, " -mc N, --max-context N maximum number of text context tokens to store (default: max)\n"); + fprintf(stderr, " -wt N, --word-thold N word timestamp probability threshold (default: %f)\n", params.word_thold); + fprintf(stderr, " -v, --verbose verbose output\n"); + fprintf(stderr, " --translate translate from source language to english\n"); + fprintf(stderr, " -otxt, --output-txt output result in a text file\n"); + fprintf(stderr, " -ovtt, --output-vtt output result in a vtt file\n"); + fprintf(stderr, " -osrt, --output-srt output result in a srt file\n"); + fprintf(stderr, " -owts, --output-words output word-level timestamps to a text file\n"); + fprintf(stderr, " -oann, --output-annotations output word-level timestamps to a text file\n"); + fprintf(stderr, " -ps, --print_special print special tokens\n"); + fprintf(stderr, " -pc, --print_colors print colors\n"); + fprintf(stderr, " -nt, --no_timestamps do not print timestamps\n"); + fprintf(stderr, " -l LANG, --language LANG spoken language (default: %s)\n", params.language.c_str()); + fprintf(stderr, " -m FNAME, --model FNAME model path (default: %s)\n", params.model.c_str()); + fprintf(stderr, " -f FNAME, --file FNAME input WAV file path\n"); + fprintf(stderr, "\n"); +} + +void whisper_print_segment_callback(struct whisper_context * ctx, void * user_data) { + const whisper_params & params = *(whisper_params *) user_data; + + const int n_segments = whisper_full_n_segments(ctx); + + // print the last segment + const int i = n_segments - 1; + if (i == 0) { + printf("\n"); + } + + if (params.no_timestamps) { + if (params.print_colors) { + for (int j = 0; j < whisper_full_n_tokens(ctx, i); ++j) { + if (params.print_special_tokens == false) { + const whisper_token id = whisper_full_get_token_id(ctx, i, j); + if (id >= whisper_token_eot(ctx)) { + continue; + } + } + + const char * text = whisper_full_get_token_text(ctx, i, j); + const float p = whisper_full_get_token_p (ctx, i, j); + + const int col = std::max(0, std::min((int) k_colors.size(), (int) (std::pow(p, 3)*float(k_colors.size())))); + + printf("%s%s%s", k_colors[col].c_str(), text, "\033[0m"); + } + } else { + const char * text = whisper_full_get_segment_text(ctx, i); + printf("%s", text); + } + fflush(stdout); + } else { + const int64_t t0 = whisper_full_get_segment_t0(ctx, i); + const int64_t t1 = whisper_full_get_segment_t1(ctx, i); + + if (params.print_colors) { + printf("[%s --> %s] ", to_timestamp(t0).c_str(), to_timestamp(t1).c_str()); + for (int j = 0; j < whisper_full_n_tokens(ctx, i); ++j) { + if (params.print_special_tokens == false) { + const whisper_token id = whisper_full_get_token_id(ctx, i, j); + if (id >= whisper_token_eot(ctx)) { + continue; + } + } + + const char * text = whisper_full_get_token_text(ctx, i, j); + const float p = whisper_full_get_token_p (ctx, i, j); + + const int col = std::max(0, std::min((int) k_colors.size(), (int) (std::pow(p, 3)*float(k_colors.size())))); + + printf("%s%s%s", k_colors[col].c_str(), text, "\033[0m"); + } + printf("\n"); + } else { + const char * text = whisper_full_get_segment_text(ctx, i); + + printf("[%s --> %s] %s\n", to_timestamp(t0).c_str(), to_timestamp(t1).c_str(), text); + } + } +} + +bool output_txt(struct whisper_context * ctx, const char * fname) { + std::ofstream fout(fname); + if (!fout.is_open()) { + fprintf(stderr, "%s: failed to open '%s' for writing\n", __func__, fname); + return false; + } + + fprintf(stderr, "%s: saving output to '%s'\n", __func__, fname); + + 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); + fout << text; + } + + return true; +} + +bool output_vtt(struct whisper_context * ctx, const char * fname) { + std::ofstream fout(fname); + if (!fout.is_open()) { + fprintf(stderr, "%s: failed to open '%s' for writing\n", __func__, fname); + return 9; + } + + fprintf(stderr, "%s: saving output to '%s'\n", __func__, fname); + + fout << "WEBVTT\n\n"; + + 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); + const int64_t t0 = whisper_full_get_segment_t0(ctx, i); + const int64_t t1 = whisper_full_get_segment_t1(ctx, i); + + fout << to_timestamp(t0) << " --> " << to_timestamp(t1) << "\n"; + fout << text << "\n\n"; + } + + return true; +} + +bool output_srt(struct whisper_context * ctx, const char * fname, const whisper_params & params) { + std::ofstream fout(fname); + if (!fout.is_open()) { + fprintf(stderr, "%s: failed to open '%s' for writing\n", __func__, fname); + return false; + } + + fprintf(stderr, "%s: saving output to '%s'\n", __func__, fname); + + 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); + const int64_t t0 = whisper_full_get_segment_t0(ctx, i); + const int64_t t1 = whisper_full_get_segment_t1(ctx, i); + + fout << i + 1 + params.offset_n << "\n"; + fout << to_timestamp(t0, true) << " --> " << to_timestamp(t1, true) << "\n"; + fout << text << "\n\n"; + } + + return true; +} + +// word-level timestamps (experimental) +// TODO: make ffmpeg output optional +// TODO: extra pass to detect unused speech and assign to tokens +// TODO: font parameter adjustments +// TODO: move to whisper.h/whisper.cpp and add parameter to select max line-length of subtitles +bool output_wts(struct whisper_context * ctx, const char * fname, const char * fname_inp, const whisper_params & params, const std::vector & pcmf32) { + std::vector pcm_avg(pcmf32.size(), 0); + + // average the fabs of the signal + { + const int hw = 32; + + for (int i = 0; i < pcmf32.size(); i++) { + float sum = 0; + for (int j = -hw; j <= hw; j++) { + if (i + j >= 0 && i + j < pcmf32.size()) { + sum += fabs(pcmf32[i + j]); + } + } + pcm_avg[i] = sum/(2*hw + 1); + } + } + + struct token_info { + int64_t t0 = -1; + int64_t t1 = -1; + + int64_t tt0 = -1; + int64_t tt1 = -1; + + whisper_token id; + whisper_token tid; + + float p = 0.0f; + float pt = 0.0f; + float ptsum = 0.0f; + + std::string text; + float vlen = 0.0f; // voice length of this token + }; + + int64_t t_beg = 0; + int64_t t_last = 0; + + whisper_token tid_last = 0; + + std::ofstream fout(fname); + + fprintf(stderr, "%s: saving output to '%s'\n", __func__, fname); + + fout << "!/bin/bash" << "\n"; + fout << "\n"; + + fout << "ffmpeg -i " << fname_inp << " -f lavfi -i color=size=1200x120:duration=" << float(pcmf32.size() + 1000)/WHISPER_SAMPLE_RATE << ":rate=25:color=black -vf \""; + + bool is_first = true; + + for (int i = 0; i < whisper_full_n_segments(ctx); i++) { + const int64_t t0 = whisper_full_get_segment_t0(ctx, i); + const int64_t t1 = whisper_full_get_segment_t1(ctx, i); + + const char *text = whisper_full_get_segment_text(ctx, i); + + const int s0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100)); + const int s1 = std::min((int) pcmf32.size(), (int) (t1*WHISPER_SAMPLE_RATE/100)); + + const int n = whisper_full_n_tokens(ctx, i); + + std::vector tokens(n); + + if (n <= 1) { + continue; + } + + for (int j = 0; j < n; ++j) { + struct whisper_token_data token = whisper_full_get_token_data(ctx, i, j); + + if (j == 0) { + if (token.id == whisper_token_beg(ctx)) { + tokens[j ].t0 = t0; + tokens[j ].t1 = t0; + tokens[j + 1].t0 = t0; + + t_beg = t0; + t_last = t0; + tid_last = whisper_token_beg(ctx); + } else { + tokens[j ].t0 = t_last; + } + } + + const int64_t tt = t_beg + 2*(token.tid - whisper_token_beg(ctx)); + + tokens[j].id = token.id; + tokens[j].tid = token.tid; + tokens[j].p = token.p; + tokens[j].pt = token.pt; + tokens[j].ptsum = token.ptsum; + + tokens[j].text = whisper_token_to_str(ctx, token.id); + tokens[j].vlen = voice_length(tokens[j].text); + + if (token.pt > params.word_thold && token.ptsum > 0.01 && token.tid > tid_last && tt <= t1) { + if (j > 0) { + tokens[j - 1].t1 = tt; + } + tokens[j].t0 = tt; + tid_last = token.tid; + } + } + + tokens[n - 2].t1 = t1; + tokens[n - 1].t0 = t1; + tokens[n - 1].t1 = t1; + + t_last = t1; + + // find intervals of tokens with unknown timestamps + // fill the timestamps by proportionally splitting the interval based on the token voice lengths + { + int p0 = 0; + int p1 = 0; + while (true) { + while (p1 < n && tokens[p1].t1 < 0) { + p1++; + } + + if (p1 >= n) { + p1--; + } + + if (p1 > p0) { + double psum = 0.0; + for (int j = p0; j <= p1; j++) { + psum += tokens[j].vlen; + } + + //printf("analyzing %d - %d, psum = %f\n", p0, p1, psum); + + const double dt = tokens[p1].t1 - tokens[p0].t0; + + // split the time proportionally to the voice length + for (int j = p0 + 1; j <= p1; j++) { + const double ct = tokens[j - 1].t0 + dt*tokens[j - 1].vlen/psum; + + tokens[j - 1].t1 = ct; + tokens[j ].t0 = ct; + } + } + + p1++; + p0 = p1; + if (p1 >= n) { + break; + } + } + } + + // fix up (just in case) + for (int j = 0; j < n - 1; j++) { + if (tokens[j].t1 < 0) { + tokens[j + 1].t0 = tokens[j].t1; + } + + if (j > 0) { + if (tokens[j - 1].t1 > tokens[j].t0) { + tokens[j].t0 = tokens[j - 1].t1; + tokens[j].t1 = std::max(tokens[j].t0, tokens[j].t1); + } + } + + tokens[j].tt0 = tokens[j].t0; + tokens[j].tt1 = tokens[j].t1; + } + + // VAD + // expand or contract tokens based on voice activity + { + const int hw = WHISPER_SAMPLE_RATE/8; + + for (int j = 0; j < n; j++) { + if (tokens[j].id >= whisper_token_eot(ctx)) { + continue; + } + + const int64_t t0 = tokens[j].t0; + const int64_t t1 = tokens[j].t1; + + int s0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100)); + int s1 = std::min((int) pcmf32.size() - 1, (int) (t1*WHISPER_SAMPLE_RATE/100)); + + const int ss0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100) - hw); + const int ss1 = std::min((int) pcmf32.size() - 1, (int) (t1*WHISPER_SAMPLE_RATE/100) + hw); + + const int n = ss1 - ss0; + + float sum = 0.0f; + + for (int k = ss0; k < ss1; k++) { + sum += pcm_avg[k]; + } + + const float thold = 0.5*sum/n; + + { + int k = s0; + if (pcm_avg[k] > thold && j > 0) { + while (k > 0 && pcm_avg[k] > thold) { + k--; + } + tokens[j].t0 = (int64_t) (100*k/WHISPER_SAMPLE_RATE); + if (tokens[j].t0 < tokens[j - 1].t1) { + tokens[j].t0 = tokens[j - 1].t1; + } else { + s0 = k; + } + } else { + while (pcm_avg[k] < thold && k < s1) { + k++; + } + s0 = k; + tokens[j].t0 = 100*k/WHISPER_SAMPLE_RATE; + } + } + + { + int k = s1; + if (pcm_avg[k] > thold) { + while (k < (int) pcmf32.size() - 1 && pcm_avg[k] > thold) { + k++; + } + tokens[j].t1 = 100*k/WHISPER_SAMPLE_RATE; + if (j < n - 1 && tokens[j].t1 > tokens[j + 1].t0) { + tokens[j].t1 = tokens[j + 1].t0; + } else { + s1 = k; + } + } else { + while (pcm_avg[k] < thold && k > s0) { + k--; + } + s1 = k; + tokens[j].t1 = 100*k/WHISPER_SAMPLE_RATE; + } + } + } + } + + // fixed token expand (optional) + { + const int t_expand = 0; + + for (int j = 0; j < n; j++) { + if (j > 0) { + tokens[j].t0 = std::max(0, (int) (tokens[j].t0 - t_expand)); + } + if (j < n - 1) { + tokens[j].t1 = tokens[j].t1 + t_expand; + } + } + } + + // debug info + // TODO: toggle via parameter + for (int j = 0; j < n; ++j) { + const auto & token = tokens[j]; + const auto tt = token.pt > params.word_thold && token.ptsum > 0.01 ? whisper_token_to_str(ctx, token.tid) : "[?]"; + printf("%s: %10s %6.3f %6.3f %6.3f %6.3f %5d %5d '%s'\n", __func__, + tt, token.p, token.pt, token.ptsum, token.vlen, (int) token.t0, (int) token.t1, token.text.c_str()); + + if (tokens[j].id >= whisper_token_eot(ctx)) { + continue; + } + + //printf("[%s --> %s] %s\n", to_timestamp(token.t0).c_str(), to_timestamp(token.t1).c_str(), whisper_token_to_str(ctx, token.id)); + + //fout << "# " << to_timestamp(token.t0) << " --> " << to_timestamp(token.t1) << " " << whisper_token_to_str(ctx, token.id) << "\n"; + } + + // TODO: become parameters + static const int line_wrap = 60; + static const char * font = "/System/Library/Fonts/Supplemental/Courier New Bold.ttf"; + + if (!is_first) { + fout << ","; + } + + // background text + fout << "drawtext=fontfile='" << font << "':fontsize=24:fontcolor=gray:x=(w-text_w)/2:y=h/2:text='':enable='between(t," << t0/100.0 << "," << t0/100.0 << ")'"; + + is_first = false; + + for (int j = 0; j < n; ++j) { + const auto & token = tokens[j]; + + if (tokens[j].id >= whisper_token_eot(ctx)) { + continue; + } + + std::string txt_bg; + std::string txt_fg; // highlight token + std::string txt_ul; // underline + + txt_bg = "> "; + txt_fg = "> "; + txt_ul = "\\ \\ "; + + { + int ncnt = 0; + for (int k = 0; k < n; ++k) { + const auto & token2 = tokens[k]; + + if (tokens[k].id >= whisper_token_eot(ctx)) { + continue; + } + + const std::string txt = whisper_token_to_str(ctx, token2.id); + + txt_bg += txt; + + if (k == j) { + for (int l = 0; l < (int) txt.size(); ++l) { + txt_fg += txt[l]; + txt_ul += "_"; + } + txt_fg += "|"; + } else { + for (int l = 0; l < (int) txt.size(); ++l) { + txt_fg += "\\ "; + txt_ul += "\\ "; + } + } + + ncnt += txt.size(); + + if (ncnt > line_wrap) { + if (k < j) { + txt_bg = "> "; + txt_fg = "> "; + txt_ul = "\\ \\ "; + ncnt = 0; + } else { + break; + } + } + } + + ::replace_all(txt_bg, "'", "’"); + ::replace_all(txt_bg, "\"", "\\\""); + ::replace_all(txt_fg, "'", "’"); + ::replace_all(txt_fg, "\"", "\\\""); + } + + // background text + fout << ",drawtext=fontfile='" << font << "':fontsize=24:fontcolor=gray:x=(w-text_w)/2:y=h/2:text='" << txt_bg << "':enable='between(t," << token.tt0/100.0 << "," << token.tt1/100.0 << ")'"; + + // foreground text + fout << ",drawtext=fontfile='" << font << "':fontsize=24:fontcolor=lightgreen:x=(w-text_w)/2+8:y=h/2:text='" << txt_fg << "':enable='between(t," << token.t0/100.0 << "," << token.t1/100.0 << ")'"; + + // underline + fout << ",drawtext=fontfile='" << font << "':fontsize=24:fontcolor=lightgreen:x=(w-text_w)/2+8:y=h/2+16:text='" << txt_ul << "':enable='between(t," << token.t0/100.0 << "," << token.t1/100.0 << ")'"; + } + } + + fout << "\" -c:v libx264 -pix_fmt yuv420p -y " << fname_inp << ".mp4" << "\n"; + + fout << "\n\n"; + fout << "echo \"Your video has been saved to " << fname_inp << ".mp4\"" << "\n"; + fout << "\n"; + fout << "echo \" ffplay " << fname_inp << ".mp4\"\n"; + fout << "\n"; + + fout.close(); + + fprintf(stderr, "%s: run 'source %s' to generate karaoke video\n", __func__, fname); + + return true; +} + + +bool output_ann(struct whisper_context * ctx, const char * fname, const char * fname_inp, const whisper_params & params, const std::vector & pcmf32) { + std::vector pcm_avg(pcmf32.size(), 0); + + // average the fabs of the signal + { + const int hw = 32; + + for (int i = 0; i < pcmf32.size(); i++) { + float sum = 0; + for (int j = -hw; j <= hw; j++) { + if (i + j >= 0 && i + j < pcmf32.size()) { + sum += fabs(pcmf32[i + j]); + } + } + pcm_avg[i] = sum/(2*hw + 1); + } + } + + struct token_info { + int64_t t0 = -1; + int64_t t1 = -1; + + int64_t tt0 = -1; + int64_t tt1 = -1; + + whisper_token id; + whisper_token tid; + + float p = 0.0f; + float pt = 0.0f; + float ptsum = 0.0f; + + std::string text; + float vlen = 0.0f; // voice length of this token + }; + + int64_t t_beg = 0; + int64_t t_last = 0; + + whisper_token tid_last = 0; + + FILE * fp; + fp = fopen (fname, "w+"); + + fprintf(stderr, "%s: saving output to '%s'\n", __func__, fname); + + + bool is_first = true; + + for (int i = 0; i < whisper_full_n_segments(ctx); i++) { + const int64_t t0 = whisper_full_get_segment_t0(ctx, i); + const int64_t t1 = whisper_full_get_segment_t1(ctx, i); + + const char *text = whisper_full_get_segment_text(ctx, i); + + const int s0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100)); + const int s1 = std::min((int) pcmf32.size(), (int) (t1*WHISPER_SAMPLE_RATE/100)); + + const int n = whisper_full_n_tokens(ctx, i); + + std::vector tokens(n); + + if (n <= 1) { + continue; + } + + for (int j = 0; j < n; ++j) { + struct whisper_token_data token = whisper_full_get_token_data(ctx, i, j); + + if (j == 0) { + if (token.id == whisper_token_beg(ctx)) { + tokens[j ].t0 = t0; + tokens[j ].t1 = t0; + tokens[j + 1].t0 = t0; + + t_beg = t0; + t_last = t0; + tid_last = whisper_token_beg(ctx); + } else { + tokens[j ].t0 = t_last; + } + } + + const int64_t tt = t_beg + 2*(token.tid - whisper_token_beg(ctx)); + + tokens[j].id = token.id; + tokens[j].tid = token.tid; + tokens[j].p = token.p; + tokens[j].pt = token.pt; + tokens[j].ptsum = token.ptsum; + + tokens[j].text = whisper_token_to_str(ctx, token.id); + tokens[j].vlen = voice_length(tokens[j].text); + + if (token.pt > params.word_thold && token.ptsum > 0.01 && token.tid > tid_last && tt <= t1) { + if (j > 0) { + tokens[j - 1].t1 = tt; + } + tokens[j].t0 = tt; + tid_last = token.tid; + } + } + + tokens[n - 2].t1 = t1; + tokens[n - 1].t0 = t1; + tokens[n - 1].t1 = t1; + + t_last = t1; + + // find intervals of tokens with unknown timestamps + // fill the timestamps by proportionally splitting the interval based on the token voice lengths + { + int p0 = 0; + int p1 = 0; + while (true) { + while (p1 < n && tokens[p1].t1 < 0) { + p1++; + } + + if (p1 >= n) { + p1--; + } + + if (p1 > p0) { + double psum = 0.0; + for (int j = p0; j <= p1; j++) { + psum += tokens[j].vlen; + } + + //printf("analyzing %d - %d, psum = %f\n", p0, p1, psum); + + const double dt = tokens[p1].t1 - tokens[p0].t0; + + // split the time proportionally to the voice length + for (int j = p0 + 1; j <= p1; j++) { + const double ct = tokens[j - 1].t0 + dt*tokens[j - 1].vlen/psum; + + tokens[j - 1].t1 = ct; + tokens[j ].t0 = ct; + } + } + + p1++; + p0 = p1; + if (p1 >= n) { + break; + } + } + } + + // fix up (just in case) + for (int j = 0; j < n - 1; j++) { + if (tokens[j].t1 < 0) { + tokens[j + 1].t0 = tokens[j].t1; + } + + if (j > 0) { + if (tokens[j - 1].t1 > tokens[j].t0) { + tokens[j].t0 = tokens[j - 1].t1; + tokens[j].t1 = std::max(tokens[j].t0, tokens[j].t1); + } + } + + tokens[j].tt0 = tokens[j].t0; + tokens[j].tt1 = tokens[j].t1; + } + + // VAD + // expand or contract tokens based on voice activity + { + const int hw = WHISPER_SAMPLE_RATE/8; + + for (int j = 0; j < n; j++) { + if (tokens[j].id >= whisper_token_eot(ctx)) { + continue; + } + + const int64_t t0 = tokens[j].t0; + const int64_t t1 = tokens[j].t1; + + int s0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100)); + int s1 = std::min((int) pcmf32.size() - 1, (int) (t1*WHISPER_SAMPLE_RATE/100)); + + const int ss0 = std::max(0, (int) (t0*WHISPER_SAMPLE_RATE/100) - hw); + const int ss1 = std::min((int) pcmf32.size() - 1, (int) (t1*WHISPER_SAMPLE_RATE/100) + hw); + + const int n = ss1 - ss0; + + float sum = 0.0f; + + for (int k = ss0; k < ss1; k++) { + sum += pcm_avg[k]; + } + + const float thold = 0.5*sum/n; + + { + int k = s0; + if (pcm_avg[k] > thold && j > 0) { + while (k > 0 && pcm_avg[k] > thold) { + k--; + } + tokens[j].t0 = (int64_t) (100*k/WHISPER_SAMPLE_RATE); + if (tokens[j].t0 < tokens[j - 1].t1) { + tokens[j].t0 = tokens[j - 1].t1; + } else { + s0 = k; + } + } else { + while (pcm_avg[k] < thold && k < s1) { + k++; + } + s0 = k; + tokens[j].t0 = 100*k/WHISPER_SAMPLE_RATE; + } + } + + { + int k = s1; + if (pcm_avg[k] > thold) { + while (k < (int) pcmf32.size() - 1 && pcm_avg[k] > thold) { + k++; + } + tokens[j].t1 = 100*k/WHISPER_SAMPLE_RATE; + if (j < n - 1 && tokens[j].t1 > tokens[j + 1].t0) { + tokens[j].t1 = tokens[j + 1].t0; + } else { + s1 = k; + } + } else { + while (pcm_avg[k] < thold && k > s0) { + k--; + } + s1 = k; + tokens[j].t1 = 100*k/WHISPER_SAMPLE_RATE; + } + } + } + } + + // fixed token expand (optional) + { + const int t_expand = 0; + + for (int j = 0; j < n; j++) { + if (j > 0) { + tokens[j].t0 = std::max(0, (int) (tokens[j].t0 - t_expand)); + } + if (j < n - 1) { + tokens[j].t1 = tokens[j].t1 + t_expand; + } + } + } + + // debug info + // TODO: toggle via parameter + fprintf(fp, "tt token.p token.pt token.ptsum token.vlen token.t0 token.t1 token.text\n"); + for (int j = 0; j < n; ++j) { + const auto & token = tokens[j]; + const auto tt = token.pt > params.word_thold && token.ptsum > 0.01 ? whisper_token_to_str(ctx, token.tid) : "[?]"; + fprintf(fp, "%10s %6.3f %6.3f %6.3f %6.3f %5d %5d '%s'\n", + tt, token.p, token.pt, token.ptsum, token.vlen, (int) token.t0, (int) token.t1, token.text.c_str()); + + if (tokens[j].id >= whisper_token_eot(ctx)) { + continue; + } + + //printf("[%s --> %s] %s\n", to_timestamp(token.t0).c_str(), to_timestamp(token.t1).c_str(), whisper_token_to_str(ctx, token.id)); + + //fout << "# " << to_timestamp(token.t0) << " --> " << to_timestamp(token.t1) << " " << whisper_token_to_str(ctx, token.id) << "\n"; + } + } + + + + fclose(fp); + return true; +} + + + +int main(int argc, char ** argv) { + whisper_params params; + + if (whisper_params_parse(argc, argv, params) == false) { + return 1; + } + + if (params.seed < 0) { + params.seed = time(NULL); + } + + if (params.fname_inp.empty()) { + fprintf(stderr, "error: no input files specified\n"); + whisper_print_usage(argc, argv, params); + return 2; + } + + // whisper init + + struct whisper_context * ctx = whisper_init(params.model.c_str()); + + if (ctx == nullptr) { + fprintf(stderr, "error: failed to initialize whisper context\n"); + return 3; + } + + for (int f = 0; f < (int) params.fname_inp.size(); ++f) { + const auto fname_inp = params.fname_inp[f]; + + // WAV input + std::vector pcmf32; + { + drwav wav; + if (!drwav_init_file(&wav, fname_inp.c_str(), NULL)) { + fprintf(stderr, "%s: failed to open WAV file '%s' - check your input\n", argv[0], fname_inp.c_str()); + whisper_print_usage(argc, argv, {}); + return 4; + } + + if (wav.channels != 1 && wav.channels != 2) { + fprintf(stderr, "%s: WAV file '%s' must be mono or stereo\n", argv[0], fname_inp.c_str()); + return 5; + } + + if (wav.sampleRate != WHISPER_SAMPLE_RATE) { + fprintf(stderr, "%s: WAV file '%s' must be 16 kHz\n", argv[0], fname_inp.c_str()); + return 6; + } + + if (wav.bitsPerSample != 16) { + fprintf(stderr, "%s: WAV file '%s' must be 16-bit\n", argv[0], fname_inp.c_str()); + return 7; + } + + int n = wav.totalPCMFrameCount; + + std::vector pcm16; + pcm16.resize(n*wav.channels); + drwav_read_pcm_frames_s16(&wav, n, pcm16.data()); + drwav_uninit(&wav); + + // convert to mono, float + pcmf32.resize(n); + if (wav.channels == 1) { + for (int i = 0; i < n; i++) { + pcmf32[i] = float(pcm16[i])/32768.0f; + } + } else { + for (int i = 0; i < n; i++) { + pcmf32[i] = float(pcm16[2*i] + pcm16[2*i + 1])/65536.0f; + } + } + } + + // print system information + { + fprintf(stderr, "\n"); + fprintf(stderr, "system_info: n_threads = %d / %d | %s\n", + params.n_threads*params.n_processors, std::thread::hardware_concurrency(), whisper_print_system_info()); + } + + // print some info about the processing + { + fprintf(stderr, "\n"); + if (!whisper_is_multilingual(ctx)) { + if (params.language != "en" || params.translate) { + params.language = "en"; + params.translate = false; + fprintf(stderr, "%s: WARNING: model is not multilingual, ignoring language and translation options\n", __func__); + } + } + fprintf(stderr, "%s: processing '%s' (%d samples, %.1f sec), %d threads, %d processors, lang = %s, task = %s, timestamps = %d ...\n", + __func__, fname_inp.c_str(), int(pcmf32.size()), float(pcmf32.size())/WHISPER_SAMPLE_RATE, + params.n_threads, params.n_processors, + params.language.c_str(), + params.translate ? "translate" : "transcribe", + params.no_timestamps ? 0 : 1); + + fprintf(stderr, "\n"); + } + + + // run the inference + { + whisper_full_params wparams = whisper_full_default_params(WHISPER_SAMPLING_GREEDY); + + wparams.print_realtime = false; + wparams.print_progress = false; + wparams.print_timestamps = !params.no_timestamps; + wparams.print_special_tokens = params.print_special_tokens; + wparams.translate = params.translate; + wparams.language = params.language.c_str(); + wparams.n_threads = params.n_threads; + wparams.n_max_text_ctx = params.max_context >= 0 ? params.max_context : wparams.n_max_text_ctx; + wparams.offset_ms = params.offset_t_ms; + + // this callback is called on each new segment + if (!wparams.print_realtime) { + wparams.new_segment_callback = whisper_print_segment_callback; + wparams.new_segment_callback_user_data = ¶ms; + } + + if (whisper_full_parallel(ctx, wparams, pcmf32.data(), pcmf32.size(), params.n_processors) != 0) { + fprintf(stderr, "%s: failed to process audio\n", argv[0]); + return 8; + } + } + + // output stuff + { + printf("\n"); + + // output to text file + if (params.output_txt) { + const auto fname_txt = fname_inp + ".txt"; + output_txt(ctx, fname_txt.c_str()); + } + + // output to VTT file + if (params.output_vtt) { + const auto fname_vtt = fname_inp + ".vtt"; + output_vtt(ctx, fname_vtt.c_str()); + } + + // output to SRT file + if (params.output_srt) { + const auto fname_srt = fname_inp + ".srt"; + output_srt(ctx, fname_srt.c_str(), params); + } + + // output to WTS file + if (params.output_wts) { + const auto fname_wts = fname_inp + ".wts"; + output_wts(ctx, fname_wts.c_str(), fname_inp.c_str(), params, pcmf32); + } + + // output to text file + if (params.output_ann) { + const auto fname_wts = fname_inp + ".text"; + output_ann(ctx, fname_wts.c_str(), fname_inp.c_str(), params, pcmf32); + } + } + } + + whisper_print_timings(ctx); + whisper_free(ctx); + + return 0; +} diff --git a/python_runners/test1.py b/python_runners/test1.py new file mode 100644 index 0000000..4c0dfe7 --- /dev/null +++ b/python_runners/test1.py @@ -0,0 +1,4 @@ +import subprocess +batcmd="./main -m models/ggml-medium.en.bin -f samples/jfk.wav -t 8 --print_colors" +result = subprocess.check_output(batcmd, shell=True) +print(str(result, 'utf-8')) \ No newline at end of file diff --git a/python_runners/test2.py b/python_runners/test2.py new file mode 100644 index 0000000..0753eba --- /dev/null +++ b/python_runners/test2.py @@ -0,0 +1,4 @@ +import subprocess +batcmd="./main -m models/ggml-medium.en.bin -f samples/jfk.wav -t 8 --print_colors --output-words" +result = subprocess.check_output(batcmd, shell=True) +print(str(result, 'utf-8')) \ No newline at end of file diff --git a/whisperer b/whisperer new file mode 100755 index 0000000000000000000000000000000000000000..1fccb1cc84fe1e65d809d2cbfce75141d683cbbd GIT binary patch literal 424070 zcmeFa3w%`7wfMi!Oae1`@R0CILS_a;GeJd^S6XN$31|Qf3Q?)`nhEhSArK7O3L-KA zybS~&L9D&dTLPkHqG^3VOYUuJ5bH(hOKr6eZ%x3*g!m|^NEDpkcb!Kv2}wZjz5Vyz zfAab4?0wFhz4zK{t-bbo>~r>SKYRa+1f?{^pN*76`eQ$(?hbn7mKsUQBNY~2k$vgR zYiG`zD|b8p>6JU*I^{~*SxyIqg#|Mg6m8STlnjH~@GMg`l;6bcJ(z3tlzZ*9NTwY}TE8KWa-rwN{1N4MuN+XILC zUtwWMS;=jMOK-aA)*El5*{)kr1zqdluA zmjZ6F6wE(?YbuQ!a9MXHk2T@4@Fd*NpHKg*)&$}~ zYiv@dYkPt>Lmpi=D}T<+8M6#(f*+$DSFVH z&)it$OEF}|2!5_z8mpEu)bxL&y{D9l=iU`kkG}`OsiYDb{sN$*`NMdknO-TQ1_B zn`DfM+V%v!tmCfV#r6z-)5k|Hf9Z@*+F5?SQA5AUKk3&`lHUv#5xQz>{QMQS-ge`X z@t2h>TvoJf#rR8>6)m~(_NB{8ZyldqTzuo=8bLs-^pbrCm80f=59|rm`(1(FO4D?~34+DJ|=)*uC2Kq42hk-r}^kJY6 z1AQ3i!$2Pf`Y_Okfj$iMVW1BKeHiG&KpzJBFwlpAJ`D6>pbrCm82E?4fKRDiE~OfZ z$SbwrJl+RuSV-An3(n(xx`sx3;cGt6=s_;G{SQ)Z;=DC!!G+U_x zHNm$+ey@p9yDCTvN$M@NR0Z#wrh@m9?jda?RgpH3){`np-zEJs>2A_G(pu6QQpGgA zpL>GSR7FC)s)#4Wk(?w)y~++w=Z&>CTY?svp{ZRP&h~{W&&v+Qoox#_&a;O~fpfj4 zb_Ynj;x&ylLyG!=ZsMzZrf?*S(L-N!OW3th@s4l|bU zX~vS?&lro-%w;T5$N8Hz$RT7Y+>_ zyJlGE78>s#ef9!}=4-26JK}g`ylRU~QEd+8YfH~myFRAPPwck3 zV|K0XBjJGrUt9A7TJ;+6rL?Tq!c%;04oy{sspA@?jx?vJg3s;t>hJ^EnXVVL@{y=~AJUB1R^R7p< z@}iNdAWS{izwoS-sW0X2BUC{;&!4alsjD0qvnOB!=Bv~${{Uax_O-T`*TCDSz<8lL zvUeD~OFjP(-$@yNcANV;wb65dTHwCGG0i@}IZYeDn9lN&oSN%m$Fx}e+Nq^c?yr~Q zra1>VwNV%6>CdEcKi+&Mg>s_#%)kNZBOMuzQE?=7R%q?jQ(c-WcROd?A!Dt5fa_R$ zd6ASKzItlZ?Y;(w=DNt`ROP;SRiKY;jWM?7TwArRyRo^!|3L6F z$Jge{){d;DEcL=>J;8~MIerRGeCmj2fGY6EH%`~_an$_-@KFXn$^;*R3&BZm_z+w; zz={5>);&H17tUz|^>!SioRkL}Wsj7H80E229%_`mQXX!U&zJH@qdY;%DMopclt&rm zOewntIHo%@T+`LEivFr#j>$`f@Rx_{tUsyp=6>+o%c^`kd0rR(apXqv55Jv)D|mcw zj4D_UeF9^A4eOPf$XlrsJlx}b+ay=DD&J=}@$T!OS5Nb$$fgRK9`OBK?R1Q9`f301 zf`9F8;m0DAA8qhsKYe`Z@S<~CoLNqzJYYb2`KXIsiE5dfc7&&E*Dg3NZFpnOUf^X; zXK9Ysy~|X=$(0M3_t!B0uSO1Bg*+$-ome_Q)G}t?668d+$jX0VOj+@&yeJM{fNzSJ zM~5EPs&~RSIkY__OKomC5t&qLhi|L3@`@9Yg4!XJe+_P>Jccs(-TOJ^iz$QSBFeX? z_}Z3#9emlcLmGTL+Qe({v&ckUet1;1$PeMw+9e%0>xswr9*^jJo%bEJs|8+faj7<$ z^S#Xr&!>@s7Tbub!#sZ&88@{^9jO6lcU+$xazqMWJw8UYF_(9>eYfc8Ci`&Y=aXj% zoIZQjYran+6GzxbR>^bek;rcOz1cpZuKo9qjd2_wBeHOWE(-;hyhEK75!e{la{3Wm zzQx>aqOWG!IA|YP_ls|+&Ay|NN$D%omW5rap(YU??GKN-;8E!4f6e`arug9W&jhY> z8>crjNB=L(%_d}bcs{gy+}AKtb3PuFc>qq*1;^0A!oL#yw?rmp+LNo=e}@Lm;7;cw z`8^E&&9)qxvr6#JI`T>jYg4-B(CHz(A@xQ6wLvF0^<2okqIV(%A{X`F;7$ELa&-IK z@YoROS)^VL&u2Y!sicT5(5d!6+}8=+JkU?BOSl%A@y`1x zuypVNJPS-Rj%o0LIvAN0Eeq7fz?YH%S}ZusopnNO^tP{M|J|}%MlTGnq`bslULobxl)biczmswlz5UF`c6xT9cjKRWr+4EYJJUM^ z9lFxHD~@HZ9h#2(dhNf4V>hzh8b>mG>qG9zIP&0Iksr}~8+;Ww;el)I4xM-98Hdih z$?d%Bf2H$Se#=iFH|Yj`nM zO%y&5KJ+}(q1!lF%j3*-d^T%(hQ6M}>g!1cx{VXvM%MUv*6|G1^Ai1;RPM){&!kXJ zG@ltbVAe=yhIdqaMi%_g(qG_H^O$cL`w#S=V(~`Nfk-=VXi_$LWBW^#E#81nuKWTT zzSMtm^C7K$o`#vHvi{0E^}NXQqHAUwb1%G7)?eo1zDth>a&5=M-{pF|YFHhyhgPSk zHldMgraH2ZHNW{UMw>azv-UO}>PW>4W}8l<&4VBMRxB)5D{|~=Vj$PFbu?#b5%3i* zQ03Y$BLyz5E09&_+B%$8dx2u#3YT)UHt(a&wb?5IH>(xlF_-NLOi>L@#lM>7U%Pgi z$bw1lsm*tirjfphEaDp?Ny0zP=-8G#Yup=|=%>AC-FjpmFh1;S(6o_rl`&rB5u(@ipjk6Z}P{sm=a>i%g2-LPy((xG?k-p56bi?&~C1+gSVT!RZcg)Ls1# zrGC1a1PvN$W7NbV*4c#vvO_o0$6K`js4mxs)-~F)UaPUIU7v!Z6$`UN;V%kb4JftS z#@L7G_#dIK_i`=rzj3!QZ$GuMcJORE^SX)k-kRI;jLd8KT}2|3cASh17kbDuBG2Xb znrCPu7oJqWN56qfRNL+GzP3vA0&I$lve4@_WJ#+%H}k#zxtWLKb2D28=4P%&uWCkC zZo3=%hP;ruUPPY7wTE2nffkpq&8t1MMf4so{kDL=s)XRY4FiJnyyWMRz9Hkf7=6Ls zI9)@R_n^yrng3py)5w6?=KS|!+vxY0|6X(c%iQ-O1C0Brlso3X*PQ<{_cPGtr5!K! zO$NHWUiL_Nh*2IZ<)KE|E9K!v`FtslG|CgCoMMzGNqLk}&XlrifOmRaMi#ofjJd_O zULSJ{c=ZlNHZtyb#*(1RwOI7z{sZ3Ux69GVKOU~8pqH2X(aZUs(4+wNmu@p+OI1o4 zd}dS5lkz>_9Gy2^%HX?#vgo477u}W=-C+%Q?#>n{+8HVM^epwVz%&b53!MXpeJffX z@HGgn(zR_{!swe>(8Gd3>=FwGu}Lf#_F|7%FceV^56R7R{n}oxNqIQsr)=fhS>wYg zlrOiJXG_^dc_#WI;|!0XJi%68A?0)BzP()RlJL0PO#CX7!sEH8u`bIRb}?nvZjY3w zP-gAki(CtToib~;*d^gC%B?%a$!-yiNN$?42*G z;}kLG$R>4U47tEmIV_4sF{je#Q=2;Ax*vT`#(C~MZ{X1+Z}_oUp}=!-$4heJkB85_ zihIMo;b)kuFQ|qR8?v8v!$Zt=S&wY?9@_O|Z;Os|?p$x+oRMDUds|=;YtOk?a-HH0 zr1%=zY>vnM;7{y~*BhVEbrk-G|3mtX_pGq?9C2gcG<8_{U zJ)-m69@bC#ZwTKPnYcMdO}Xt7U)y)C&JI-~zbZ{x$9I>K-Z_j8WFJ~5vP|Ti$VUIY zk%^xo&o@!~YkYC(nexh)lZaL}a+lu5JDc?QJ3%@^2{eFG-iT zja94-z#wap_!ay)>!$e!N`CjW0PA`nr{8f|cLHUqLDrhULA9cUHKybpwc;>yebH>y z)`~7udRVPkl%ufOd~F%PwdflPdk;I6xzz{{=wqd&a>gB)&9k$4)~m%;Nxvc&YS%;x+~76|Jk9}s zHSVo5P1JIO}UNUEMTrrS2EP)veq8%uw6_#tbf{E)3DBD+fPr`D1? z8LMMqf8BT5Qe@=fgACjm)9z1A-|6!@D%A?-MztcnHrp$>AGgYpQVRYZ=Q+LUlGmse zaXZxtS1qYVVJ8P)(P%rePkZ^qQVrjP4IhOaUquW)i&%V>{X!?#YSrS0{MhtEI%<$9 ztoeaQeJh-+hHkC2fg^lthv(e#^x?m3JL=YEe^!gE`P#|cSMSI-a4xbg&<~q1-I&{+ zCeMYUXRHB_BHOVc&I-rFkMhj9YS%IRow{FPjB1zv@>``{?Vi}GHYWqO^lP>6K8b$F zn&U?1?jOKfz_X6AYS%Tls=?Au#Ty8^4oq_N8j78 z>s&v&Zw)-l^R=l4Ubp|jb4xUwmB>#EueGcpg4YEPC>^fmDBK=5VX93=SBt{E1=DBd z@B2rpUB|om{S))|@Cf`k-TWT0@XhZp+ES{#+Hlec(#Wbw_^`Xu`ro7QyPf&QcSn;_ zpt;Q7AlE``AF?Aa#-Mc|$r!)(+b(>Co^Opmz`8P2rF80xZ`JAavg&8g>x^qhEcMN? zb**pVMqmwWz-AbtRtPQf2Ab;^_{}l-JAf>-eh&;#yFQ7+QTsEqSwl=b1rj^+hQ+sm z{HSLVI@7BC8RTz!U-6yk)!r9#xBZzowJW64WLP_0qG@8)sg-e}V_AIPB=H645M*xW z#hP@WEurQ1y`AUVXXdzA-*$hyMQs*5r8|vhvl}}<>xh;Gjt*SP`1nMmF~9n&T~`$w zeC(OgnPwI*R`%(jk+c3)_9JKAbJN$!m6sp`XCez{ zAQN+ujXC&jvqQ*A-DexaI1)%nq*T(`r1MCNNXtl%k$z12Dd}0#e~^AlI!gMCw2riq zw3+k@>CdEtq{XD$NTW$JNtcr*kTOZ=A%B;3$sVKH&U9VMJKtE3yk;)zQthQ*eO*ci z_pDP5-$Jh{V!S@m7?QOXH_H4+cMv(C$3#s(fyiH3lhYlnNB_ljIePq$r~5*o3$sJ< z>9&ybLVM^}tjCMsEn#K-GuJYY?u;Xh(SS>75ql*+RI&WDY}-#du^$PTx((-IfUInBb)vG)ufO6``SK2wh8Y1;LZ>3{NT1+5AOWn&JXVV;LZ>3{NT1+uj6h=ueeLU+rXV4+<}j_ykr9hfq7bpwP9D? zIq0evWQP`ky8yT=1!tnGrjv`VTAN@zzuwFP;LLHZfipN4oDIPaii-bt!dX(?+Yw}4 z7o34BUG7G5wU>_aP4Jy3WDD(Kw8)%QbQMDL6c4;;<1MHiE-O zaM%bA8^K{CIBW!mjo`2m95#Z(MsU~&4jaK?qmIL2z2eZZ(!gOOINUG%H^{)r{_C|6 zpF?ivzn8$_{%&wsX)~TLG4uW4Fq~@OaKDbjVa%xxzB}}3G~W%c+uV-B8Q>`weC5D* ztY5hn9%Ekq?B)dSCGy(0Pp)2WgdabH&TC0(4BzwKvZm$=8^AOKKSAE~d3&6)bc}i?_6uey{VpKKj zZ(BP4!V3HV;?on`K;#HI#_kFFoD7~-yY^dpoV8`dnD#hplS36ur@f2yG5Z?QrmD@> zbD`lK&()wWAH&bj`rlSdKWpem;E|Z3)mIZd+%b;s#~^e5Aax$3zgl#PJbVaov=cf@ zRk!A<>Oe`x)XQR3b^3}$dk)(Z>MHS7#sR+{yjgIyoYesreHQ!5V4;E;g5;!e9*D( zTWi=hlSV;k6of`WXcUA-L1+|&MnPy4ghoMV6of`WXcUA-L1?r;&!ABd8m<3N1J9Mv z=s{>SIci>PU|v*;Uh}!(M+%V3+Pwd_MxBtES3;Zg!v<|C&G}FXZPs@)A1Y1SR6?5# z&}JL7*{0JaseL{yG3nBb?AZ&Rds?q8zW>;iH3who!1E#I!~zr7$H4U`;JVV}`)FKa zAAsv&b$>b;P5bWGyZ?$TN}t{#i&|bb@F%k9C*XWa)V#1{QK^aZbQ9<4&l`1|W-c2<(b>LGAj;oa3XRu`{!OyxX5ilpyv;Im zu`T!i-oTr_htx43KKhZrZLzUv2_8)`0?Cdux_($tjP~~*>{$UK9Qx_S|?6ev!wty zN|vElu^-1;$Hi8;m^l-;13#&jR28^Gbn+zRW;ScqbNYI9=xw$6J<`dQ&!Q932mDfq zT~ooFb1r9p8|4G^lb-FVin|RxM2l;Ek!y!8gB`TBS8vB5zh!$`cVMq~{Vn}Y-vbWl zm)^Aw*N5%eoGjXW7~gLCUQbnb&;17Y-a%Gio4yiD9kEZvXOKf8?$=gGY7#m9Kj_D= zecGTOJUcz~Go$R-sX{72wVl%)514-abkl#3_pnKSGuP?=^A7q4qWt=SGw|!j;yckQ z2ZmgC4i352$$mH4n;cWu|Fg*Oci^3|;OVExgMHvdt^=%zF{@&>%KfLJk7M~`up$2cF znxxkiy^+|F_#JA{VM>S(Rz68FOKDDSmgBC7y ze-607pJUYtKpPA8=zjF^XGe|SY{Mb@=u8-ESqo073!N&>XG`*BZaZ7kwcuGF+bfd; zHugZo7;;YTYsiDa;3x^4$#1hvnJB-ZD-{H=>AX?*8sQH^))@LRe5TtX0>itXON>Ty4K$tHs;SwAP^$Dz->$P{yg_4Bh1*x}NZx=!%>Z zr0+Q#PK@_s{9Uy+N2?bcxU}J|!zMhmMQGoQzB1b6(fzihszzeE!_}I3wYH>Id?@(T zeMgLE%|76rgVd2el2lTaOATw?@df*UX6v&1K!A8{?b_>fn|M~u=ysdfLtBDN##qf5 ztGm;QZvo#Ymi{|-;i>)<3s)Cz>5MDE2eMAb*Zv<^_)0lW>}%Ivk+p}}kHy>;Jx%s6 z$g`GhI%{hOeA}7x9k6xQ*-k9|rM`9q-qG7y7KCR4#5MM_&*MF0R0;8vbYhzhiD{lB zhHiIcgzwU}O02X5yvW|`i4!Wjp;eNON3m@!T8)5KpFpe1c3O>qR^RW2Rzr1Kjeu5_ zwxLn9l4nn))lfCG3$2Fgw5o}FeT#*U7dLg_qXxY#0eVEQ>tcrsUp*9wJTxEMZ~Z~v z3dfz!tsB5gA@TM`@Vf!LRDtuwBh{7Lz`LDz3~~14)rrVg%BzvD+3fkv8cci?`!I|9 zLCJY`?{N0Rz~ipL>d3*ttn1L~A$Yh7{4QD*mogjtMz@{ATI@g%kmuLHU-Ens&u4j% z;q)baXhYeTfj;8$@C^H=srxO{hIHj8sQ$`zgwM{OLa22TJ-mt1>j-irLP_YiF+-G(TgkTJDHt&oIwL>nOF6h~Cd=vmc4Wvd>e$_Z<6y zrSFy83w$BAPwWP^JUIWByV<2<*2gE%QTgFd7{dkJyKPdI(bil z`6=?R<}>icc)YPrVrxUHyzF<(pp9|VA4lDcNouM!u9x6z=aE&L7UkeWqAy?U>LtqI zzQ9AuN%SqrAulHRVzZXyB(7PEZ~sWM*^eLI(eW0iYrp zw)1H_pSJ61JD;}mX}g}bpNMWd__5jc0KM(D*@=yR&bV70x7wDy*k?jp_S&D8w(Bi8 zzXA??ANG!eWwgEKklOqpX#?pwVk^;eP1kFXU&t$bHywJgF8@__s0dxcTC>@EI8m2# z_`G69=IC;6^(H0zUdx-1RU-d9@J?U{zSIe-LF_C}KuZcNi>-Ef%{?O(>;tJ_ABYy5 zE;^3Lad(%#Zv)QW*0C#=be7GshNa(P$>h}Iz+$Xl4%(+&!dl$I`Xytu){IbDhYZT* zeW(tZ+~K#d;uR&|@U^{&?w1j(Ue01YoEY4&Wf8Kcka7DNH!?}zTUoNn*S5{(Y<&(H zFY9D9?%20&;Erddj^ND0K06D49MWjukN2Wv&PL<#0&utp+4l)Dgue83;qd{pj@Q|) zTQ2yO@)HZcwS2>>xUI9afXp zkd+o}P3Wsa+alymG+gJ?mW;>lx=TRWVQM9Au4`n27A*!hYGz2H68H zmDIYIIdc{AIe^^XAGbgGS=OkeiU+q?yyuho4?Nr1gA(1w*~B@lHWbgSgZEFzd&7{~ zqPM(h8{Yc+i!5Cwsa;nIeh`^h%Q}a>c%T-4wD9U{=qweqzl8SXx|IBP2i4|l+tlV} z^24OpND;e@{Y5r>&vtZ;7<{6!*qQ7tTG^lYp{B`uw{e z8(^AG*F$%(Mu^X7D7;Z~so^uq&NK2AqhqT-i`+La6}|cO8OA-?nvNd=qBxU6brh^lfUnqhybFRbt9{s~khJVtwW7pV^pP zGMRR-)*2RFt2KDRQy_=(C0awtZ2E+6WM0X7F`9QQkE2h1j=mR|o!w9?`)4zF(ye3^l3Z7ag# zeVHv6`!c=%G-AGYx*8(y4g|mf`=v8mzTV|NIBCi9WggD;WzOdL**rf>b7qu)uM)-) zU>s9`D;kF9%y%SRQ(3cse zff0Nkp6|coQwmrSCsDAaL2girL-l#iw-h|wfkL}yYRq% z=HKVgUiM!_(}P2xEEfRcw0hg*`E91_wxMghGxcC#`W*A2d9)@l-+RtU5P36p8MmUh3D(x z`Dfwzzg-*Hb1-t>S+($f;$4GNo`mP0h3D^i=Kkb}@Fwqa9iYAV^Al2xIaAf^oMFGB zIcKVpOW?-%VX7*4Pv-yA%zFp(|9WzB{^QeP z{wKhL{o3dMUePnG`ET#oFDdVYYstpk(*~<6i>_zx#QQQ`H)`e2As1Tg%$NRM=F38G zzDR3uN6%;4w0sIK-p?z-W)PX8d5kt&XfvxwD^KU$?r@6PJ~qH%+Ha-(PVa|2xWhqfap%lq&BJLX~++!tYgAhTa7K^Is=JJ>l_E`kQ{ z+EeQ?oT*i_Ca7xeRhQD{dGXjDM^?T10Xo3jwDV|^!6PS_TR#p2rv8m}<;ckyue!Bh z!`|ioJvN&flH;g|%Sot+xA)VA6vtG=#l+d?d+uBpH$(F^0r){oX(8!UMmhU*uTz zZ?wcJu{ZZ(W#RrOx z?_jSh`w!cq?TfB4c+0;sA3NJa5_xivn6`{Nj(uPy=)bes2Udvvw-8-c_8kmmz78Y5 z3Z3_3`VX}CFR>xRKNa1-=!UYlc{6)DUF;v&ne6*48yP5VOFu6iUG=K$)pxUZ-txs+ zaqJUI{|&jSAzy9CSv&HU{WmMwE6%pOfa@G%@&NLj|YANT}ThrCY!yo$Wmey#ETJ$-x4_wPMp zOnZj?K_^$v1lAeAoD1wZj3Jw~;RW5#R2t>)kbVyFZs`M;zJhJ!#4nSDj=m4QRrEEV zzdL%$yEf7Ed<%NY`~N?I zcLm10{_5q=saqPas;?V&*QN#MuG&fwlM%9#)}1E`H?4v`}~B-`ZvT52L5bxRuyY;Nb(_ z@z!L`5FCIXH{Z;V-~ITZ1SdtTAtFCpSnu6YzL3#Tz7RLQkkR-;9PDFsX(L+2?-FK> zciEF$WiJGNiB}humh2IK$f8oOE>B!qa%(nv)nst2_pJ>ocLJOA<+bk7Kk<$Nd|2h# zz@x*#JA}Z|?l%FBcE1U5)C0#8-N7OLCj2@A$8qtU0EhTafY*RS{AYUm(8q21#oYMC z9IOp4EwxpAUSZaZZH!6$V@}>_p{?bXZ;bYqTkUyxcGA12=NI9Xrne)zWc~~93_lv# zJq}*^D)<&$`02|e7$A_Y$70eVpzHcnMH zzPfh0Jxc$@Z>r7PK2e)X$!{b5Z>bE= zdA1Un2)|zG%2ws!a#i4cHcgMAZ%}H`xD^5TI=;%Mxn8S8zRNQjz8i^S$bKu4eZOyu zJS2NNnO8}C4@H;x>;LF!m-%~X(|R6%-7As)#6QsgPp+KBc=8z6rHt_-z_-AdA;a0mZ{-L8?ZD~il0>_ta_u0?ccPL|GO>08lJj9xo4$oTm z+o6<@q>=_Upir+Bmb;p_NB>9+va`tX6>^0 zK^LSY4Ejb|BEKgc>pyqsG5g%B2gc+N*cmf0#rb;jk$txMj}K_|$6ixi6TFA$Se3eUy%{4KO^m1#+bM{TvYGLT-=tEH ztEmH(_+wovwRPWhsvyW>a-oIYe{%-r-gBQ~)H`pfV6{4V;N_|IGE|2=TvkKH@1;+>i@ z_3`d}_4`Tr>W#@|DzzwI?b)8M(u)SD)C(>M8gY~ALVQNze-q!4580(wmi$axFfPrL zJ}xcCer}q_F*;4T&r7Sh+>;ikrl!r-2G6Uz!@FGk6%r$px;v3$It;`fEEtM3UwyGN zyFTWfLuIk=94zbiPIFoD$4B!$q#ROz(!0N3mhU0ukcvs_ou;zlH_FR$NFLI=lBeF3 z-<0al&q=*8zc}@V{Ng>$`Niqm2jr0Frf<*pkbAgRlJ3|aIw^gem#OlU6ep6(_dHB1v;bhP>|6JAV)7q@H)&*{vI{yE+A z;#FOE(K}n=%Mo5o`4YUC(psE{F5>u$&Wi%qEcTbdgY9+zn;MhEr<4IdJ;7e&M05A9%+|GFYX2a?68qDs% zYkGEPyw>=-$7=+66+OpGvc4K#AD;e?jaN$+-#)cN7CYCf>K49dp*rxOS$S=Y7BU>N7P!)`H{AtSu=41Nm zIArik$>Y!=R%0))U$7vA?y#Y>bgI`GR~3Vtb)!ExL>5;NgC@=*vNjJ`L~e)qhMCCW zh%K&k#~^fko?$N(dLJ<@z9;8pZ;*SW?=!bsx2@;3Ad}(u!CAzhUD+9}QYP+Pum`>m zA2a&su6`qJOTWxV_OcDF!>>Eoxw2&WEZS+Y<7?(x@3uBFUR?Uv}t%zO=rTtuK-w~XbpXi*!w@=Dz zp#|ffXRV6^8Gj<_Z}tIojsThgFi$jMi`6Ws}$Rz{^TvM-UF?L zUtGx0bov(?OWyHtLO+S|*RihDL&pyoMg42uEZO?xz-dDeH-H!a?bvyG5d44Z?v+&+~tZnbZe*@?@ zM&i(<^3;d(=cVq*pP0Hm|C5x)>HWFak2H)lh%}rugrs6(=6=8AgJ~llb1ePZV}q7{ z>oNEE%*O_epZ1u0>4?W1<41At7nH9hW%Aq4NhA2(rT^|8U;C(g{Q5`TOJ|cFCvD{V za?%Bq$CHn^^uw~qr5}|2{L=T!GB16v?Al9P%l>-l;j$lG+ETXi(s0@BuAk=L?|L%- z1=pkb^Igy6Pj>wz|1sBN`ER=($&YdE%>NCvo$${!`SVDdNxMmJg6kr5vURCH$$vNX zr}^trAIpCvl{QkJA%B$XNAmCX#gvf`xL4iu!;R4DH_+-w(8`#T@vXJ!QjP2n5Ppw? zR-t}zRZqx#11CW(t3If)M*{lD8d(9og}%YpA_d2cI_)_BO=28A(XWd45C38D{$V$G zk9-Nd-v{3RW{;~o!aNF=+%i?UU*3Z6xNZXTXb^gsi}<+ABcaWQ(B{Wcw5j|gQt(ai zY}rGhK!-il%vvDt1AJNAOx^>jKf<@cu!o}egjoBpCi9NZe0;ECn>g-tYzUzGc z8_+i%xh!(=zk7evLi#BT;*X@CbY;UIr&?PWqa#MjTI+f#)Bh~xI1m@(s7hCks`#P4 zsd~%>IX(xxq3i4WreutH;gy@bK2;qTgqK+-TiN&Kajsr6X7F>1qt}gftR0?IH|vI* zb;HeEahGK~v+8pP>wJHtNSCFyRzLE)8JTpDy(Q@m_U0nDooBOG3z?lmJW}R{^t%Jx z75WT4Rp6EVqIvJ#xycJ0alj*Rh;MClH*(x(?RR1wY&QE9KUn*i9gG=SE@Ks+nT*%! zcQo&K77_;&Ke_ZfQu_V)u1yM?RKq59Vz0JfuZ~8h+ObVrfa5T}g;snQH(-awzO}P# z-N)PW*Ztm;zwV9E;Niynb$htRPFa^a=7Jg6VP5p_?Iv98!*7R6VFSn0ek<*3*upk! z;dEfN&-DH5h6V1lb?NT38?|%O);Y$e`Q4th+{?~RTa1mi5xQMw(oNbG{N?a|bs@1g zYaAEJIR3Uu#<7%fEOla&w_uZxPISmP=0=a>#=*Y&n@48X4|?m}vcYe?Q+C!{Z#eePKW@%{f%FJzouuCv;W?;*S9q08x8{LkxwRXl;Sz0_}Xk`oy9we~QwJDGOJq2Ij}7hm-&*4+2;D}P{* zud5*jup{xg#cJoEf$EQ*d=I&YJcm4oyqLV0T)lzLOUfYy(WU(4Ygn(*6^@9$Dc_Xx zp&y*5#UE(xN8EL6qwUC+3D09>lI|2uIhzQ&p*2G5q^ zzYRtC8U;7k+-cgk@J$@{t=P7Q&y5Yq9BPW|ux(X*hi&VYGPbP~+qUIg!w%Mem+x01 zcT?ci)W&yT8HtVi0yMDt6d#aIkL9MXf<8x_ZODX?)Da(0JCCz>ceD6@Zs+@u_P$^f~vv&2Un?;OYc;(eTf7552$j_^CdQZ)0b$?Gxdh2tOohLk+pRjI^JG= z4#l`KeZ{T0Ui%*YoPgX&mIIn>9ZanK8mit)+cgYtKaneT8+l*j#JZ$h!mBhSHbF3GrKqZwG&UyNoD`T4${|gvMGc zzMUrYR~a z-|(aR`oXCmoRR`X19AgJ`D@5WlRq4VTPr@{X3ygvq30>M#kU1+@$EeKM2y*wq8~*+ zW4V4Ls^3evet~NXuA8}jm+NAl7kKX{-lpET1=wyu*SQ59{T5)n1%3S%;Jk&{3%>zl z3^3M^yUF*GXOkZ!Ur4?VKSqVKgI*ppzT$q zXDdBCE!Sr&yMa0J7IR=7bYI6DC}vJX&ykt@{x-iq!tamtFlQby=gm5DvG-*DJYvqF z8=b2DhD5Die2G>(O3vNT`TGy(i3eR%WR9xRl4FWLNW8uf@}k9imzun2@#ckG5BhWGIWy?5#+-TAoHs9!%RG8S68v{J{P#Th4djQ&Wlq@^ z8FOl_Q>(ulKZE7B^&qPx&fc*9MTh{d$`Ug;X_@TuKQ8L_)$N^kNN?A)c5hDzK0*R6+h}>{HQIb z^`nl!&ujQn_uxz2gD-UtzSKRsFE#s1`cj`~9uHt1|I)PA*C97{f_KZenvQQ(>?7T` z$~=A%{Z!VTcE75=esuU%YyK@#kOrN2e%^Z~{(JMQ_D+L;T%W4Y!0@Yfrh)iX&y)sV z#;^JobQ%bq-tK`;=r9FhKYg2T>|46K#399I8a}YYP8*4x)*e4Jbxl8KEQqcdFm=sa zbzL*16|17de&V}f(YmIeIcDja5RY~~7wg^az9hr9KE&{??>loJlK3xQ9>7NP^l{u>W|UXP*29Pxl> z!H4*tqy6FMF-F}VPCHK8@n8!?`*0WHi~jG?b3ClU=trb=l78<-$Kf4d(oA%mh2%3> ze`kxYmbs9v>p1xNnI8+)h$&9|*Zbg)_wbX8|5>gxR6=k19=1~vv5jJhZS>$PL|;VT_n_yy+wCTab5wAh8%qop92h=BZ~!mOR=mp{gN%+5q^<4&Mfu?TRhd$g{K_sL3L?Kk9 z=OysJ=%q8!LG?MH>z~9c;6-Z=@I8i3b6`Vk0`nlQDjvSy$XrMSzct`D`ya$kEyhk| z&&5+#?4=o-dDwc=K=eFOU1c(JwVAp4oH<{kWz1QE3*?44EOK`5o zECnW6i*)&s;H+{Z8)fabV5l%IYFVu-uLqSbJ>1 zjDM+>$n&o8FP@ja&mmT%?&yfwTut1|+fD3C_^j917d|czDTh={lK7VR-1OKM@?K(F ze&#?&Y|FR2e)^#Km*c~fn3nL_tIT^VHYMNPlK7$cEvBrn8NE>G&{p znxWf&+6yjfIQO(CTpao+@=#6rKMpP=CZ)Uv9%eDVuC~rK#3}Us?~J!QTW2iaxmB^|boyzgbjiZ1OMvk08V-T|iWVnq+%)V;mqLk5Yx<3XSM3HDB< zY4a@PzGb6a0Nr21mtJf7({s%IlVbPG#=uSa8NE?PWwAb$G4p|c)AU;U7nqwG7E{pJ%^mh1b^e}haK^o>FD zCy+j*{G;qF?^Dy)q+2mYL+55sof%_1Z{_0U8+mRqbhYA&+2B}ggRVHL0;+26e`_OBVp`G@j-(c)RzZw~hbVn+q|fNMlzf{)k4qtUzieEpp7#OnG2~ABKJI^_ zzixeO-RDkB(z0;#gW#+>$ftm)eO{v9E%+4yVp7CRwpe*~>3``ei@A z?C&quwEBhkDy(?Pb~El8iQlnnELjmtrl0XzR6o*(v@PvcXdQ9m?IsPH z*n=L=djh4S9P^2T&5Ndk$m8MB<1%sWC$?p0JTde|d~4}B5EM!)YeJ|Fii7}l6E zuX6HYVqmYp8xqrfhWrt7iCf*6_Ei4!#B+1fcH|3g1m<^0+lgiQiN92U4@KO|CuR0~ z2cvOg#yD&KvjaDyy5J@{&K$&k2lnw2YX;7CTrD)=yBoOH0oPjK+CeV98kv`ioMvy)QV(+aY|7TY znsvxr*;^xPll6{(yfbh^tX7{*UX0uo|LI;`?%7)T?qj?E^mW#W=omsAe$#Qp5yW>Y za1`MmqrX%3@yPoK`g;knhCdUzh#h8YEkcKq@29G0A6}O@f$qcW5+^Wyc)TaZzG7r~ zv~L9;p8hRVJqAEOoqTx20LG2=>AFa~iQ5X+KjAAs{=;n2Xw#3_)$iY1EUA;;#lD8e+1FsvQZxIDrser2Eu;PVfA94-yUY6Pv-m(?dwY*1b@ikB{)_8x z5$mt`y)7PW#!n#M!mZ)GkP6a5c|W8JpPT~@yZXJOeZBvaJ`UkI@pH8Mvzar(cW&ml z?mNbx?dJUv%gl*u!L8z4@?D;{yRU{ky~B(=O^dA55RN z_(3d~+UEnlZ0oyNj)qiyKd1Fxh8JDlIYaFcAGS3Hf7J7p|8e@~Bm4SuhF&V)_87&t zO42yTs((!nK@TxR$dE*K&5@+BKvKQgB+6o%0#uwa}x;c6&+jx8E0P@G=iHVzO5o<^5){Br}E}w z@BGj3W;N~h#+(27t25)x{rCLe;?3kU;LZIv8N3-XbK%YOik^8hwj17bt~)c{yq|Al zclUkw)5^{NX5L)G`Kw*!rurY^&BJf^&YM1Xvpbwb?EPQvd}f@cukE$VEgnrho{gOD zZf$q-{_NhHj5t66IQO%UNWLNV_gLrmzjQ*^d1Sq(zqW9p!C!nYG!%WNqP6aqvZjSt z`_jqfz49;k9`Oir$2_B6%avw*_%g7#XTB`_vvEFRv%YS3))R(uww~;*ly~Lhz=y1> z)_DNlvd+8<-iei;dKN%4aD5p%1xnA1P8HuY=yaI&|DJTJ{CQ_O)tdM|Q#x%n>9l`_ zDL>3ymmh^a)9I5x^-QOEQFN-I{b)M1_|J?^w|_}GrC)z$bjrTWpi}VgOsBjjJJTsJ z^UKYr43kckQ;d2gX0GeUSN2S&s$S@HUlg4tccD{g{+ZD!u_rp^o+|g)r=-ii{a19* zDhJso_6+Bh=`zr=Yo5zAY^bI&a*p`$x;4#_hp=-dg>&V+W^`|IuW9SJHAlT$bCTjn z@uY-$cS&%%VXuhYBKC{eF=Ee%UGv>(szOpFX+3EJsfx6bbPws?X)o?D=%uigTH=v^ z7QVk_3q_xudH7sAc27)b9CEJ&`4`3}aw4PhG7LI-%{=^=Jybixq!aJ^HUWRMZRClj z6Td~U-itjl`&!>`0y3i@Nd%5>8^}3aNz0j#L_w;mHb6#gUjrcp$Y5jwp z=~Qds`wZ#i7-i6@CDojd&?zvbXFC1#k5O{33!RcqcF<{I7dm+}&x}r)Ux7|}lTS~l z99L&L{ix~hJD+A%cBWIn#C!M*>9l{KL7$MB%X~`D=$THJ_d=&Dqv&*;@83qxr|!|@@Pe8?#u^2&$Y@*%%`$T1)C%y$|ePRo3Q7NXnXBWep>ZCtmE(L!VK zW7To~Yc1!$M(cJW+eEh$*%q)Hw3ub)vIgxR6}1NS9}tSH6yHQ=85e$?{e+y)*wz2D z?eoY(>^J9Ja+M^wu>3gdU7cys#CJ!!^W!W&Ls~dS{o~PM{iU60F>CghqlM#Bo35v~ z95ZsEMPTshX>oTCv^dlQExbd{j26x_q($wZe>_@vzuuV^Ez`doEou)NG+1xuLJPhb zt{;HD1 z_x=*OQoa>ZR;tm=eGSHSd){VV>$yX5juDBygr$4g8^jrOnO>4yXUnyNYm)vu`*j=% zT$A+Q<$4g;B>i{ZQFA15P11jt>k(X&^xxSFb!FnXVs~yjFa;on00bi)#2a% z>!yshXOE_P;V=YX zo>2J{gEwyB`>~1wPinj+YS}-<6oC=B{kEI;j2%o8$x@l7fqaM ztx+Y1)7s@G(y(+fxp_*-t&y#GK@Oss`QJ@tdD&%-@JBd!&(or5BKEC-p|l+fXA@?_!MGh;~lgS=&vSf zd;`xm$dk5yU&%lVz?eCSogiGacC zyRNaL?>V$rN_)lf{tSJ4`9_iSt&nBo*r&XhzPHi01OBV0zxU z|Ign(E@!rt!e25kcW_T)VlppxAjeKn@6#+T^BQw*hMAiw`rJ&ZI{=@Y;MssZ`{_@| z#Dtpkcwj0#J3^16okyG7N~cT>XJzYr)8g{A37>eM`j;(U@RYTiGbiWD8Dc~0rmXTk z(89h)`F$KbwVLy9E5Kh9{hN0ArhU&D@@59(7)#%3o|-6aOTEL$$T{%lYODUpQ|ljU zG-T5A)E_GKujr+IH~rh6HRPW3A4~n3xxLgMdusn${=>HE=pFQq9_Mdoaefu7x{~PH4m(+LjUOiF$HHtO%B|8GnEFWLXv`VRcxNd2bX`tOGR4?k|y7y4f%^?U2T8~(G`be)BmA| z4EUx02dVGAw3qr*{Q(1i z&ollTrG9oV^}Caw)gAKlD(W|J&P9*?Pd~N)wf7nI-=hDSQlIx9J-y{jD9D3pZ-F7;f0*bd68pC=aahv0S<7DmwE$Fc& zS3P(%h5cUG1l4lxU1cWUHvW9|t8xaBW5W6^Egz|;Lv>9@S92EOhzVP^EFfMl=gK*F z&e4BFmE!!oG+-3{b_RV2?BCa6A5r(X1^bi^*mKb5PnfWOYE!%Ao5Im`erVO1+)?Ks z?_F7S9*S4H3uP=(I`bEdvt4I?*cNKSR&L^)I!k9Rq)pM8o9I{c-W+)C*Me(ea^W`{ zGXv`Q6($2XRu;rosW-;N0#@Qsdw@AWvf`kV)9W3T%v{yJ?=Md9)IpzF8_{&1S|tCtH`WrYeW z(vHu;-*K4lE3f8R*-tI?{ExgWgo8ZMO{FhJbWaaT{78+ zk7O79>OK;)-f-S!6W;g{_kW3f6phCxxYrvV6T89VO6vIg8F=LTVUvGEo6-2nF!8k} zy#rqdv8CJT8LM`W??TTFr-7rD-@DTDn*v9i0Y~^qWb(!?a5yZwoqgtT1Wp6Ti`~F6 zMc^17%eGWokDGC8jc9M79@9OO*v zcH0zwwCHk8jM_c63ti4W4IFoO1II^y1dd@Qf4m);d=7A=BkKaoROVR9(fpTin)a7; zY5z~scCz}p%;CI)k;wziF;_Xq7jq z%=fJF_f%#JW#I)KKH~c~0N-2O6C9-K_J3;K0qz|~mR5@W-!98WAj?t=`yU**kY$#< z&k=h*zHvI|d$)z-kbAb^^hm@OiXa0m+0S0(Bsr^fDmZAdjX2;%_8&&}FGBWzowIyP zko{T6{=6h)I({=*8ywt^V-Ij4@6vlGY}j&`b)b%QK+aQ{#yW5UKf9a>>KMW~i2YOb zb>IiUF7YjiH9C-eC3eSFfz7Q2r^j(EFs3_ITctg2s|9055ohz*M(DDzY0Y1!wXP{V zKCZ%b++Fd*Xd3?d6lxi37F{=3NJyP$^~{ye#IHol=*_=xiG6YC3j&Sd0%16m>H1EAfd7)Wup)Bi{Jo^si>&)^Y%Cc_A z{U*v+o8|wcEZ>F_A6?)ZX$urI41Cd;Su)JvXU>gpOUJi^f32-~s-a8V&3KHnj)&CM zD|8yhBV*4t+uTo^-=N&1o?_}b_UVRh80{|-J!|XhJ?l9FiwiwxJL~+IuN%5qbp7Y4 zUq$_(rY2c1t}|iG14h|TCpdi;80GBj8gh9@_Aovv!9m_+0|%VHJVbn7GN;4P!otDc zDW*Oag@eUr`xkQ0t=zxAn>MeY&9&s>FTb90kn(Dh=t--{?)X7DR6>$=L_fNT@{Q)TkL!h$i_B{|S1f}h&t{T; zi~HA_zfIzLjQQI|83u-ee0R$DL>5bL9f9Z9_o#T4_`9xE3d)lMVv1t_pRss z8OHtW{>J@Zn0*EM`5L6J>~RKvhphW?#{G)(4HzD_?hi2T?;UUS|F72lvyA&i6O4Wy z;=aJ?zSwBjlVJ2)V?OUs_WfMmFJf=ONzWvs55b$%@l7#d?Pt_^z-sIN5%=cdQB+y~ zcvW{uDhUuEdjcdODjiT!!Gwqo-9aFLiUt&1*+vOOWK%~)NJ3B=f=d8pB#samwYw1+ zMFv__5>N@^1~@v7yfoMUVI8>1CtC--~#bH`~B^tU2|0CeP0{Apfl;S{vvXBH(W{;5y&v zpN6%R!GKY)CZm_kI*qkM1?@VWHq#oqW8Pm2y{x$U8!7I$))Aq zh5AoQZt~AQD;GR|jWq`Y&n)0MXpxGdaLkv;r1$ z3Ny?!6O7oKm*Clnxa%_QZbeSHXwFDol)Fso*#*2zvSz-Lfv|-8$Q8W*gZJr+l(#BV zl=-fxNc8>6GY_N&nzM#o5slgk=T#KRX3d5xV zezf;&^C<_+=L($IBOgFp(uj8CY#ILHE5*OTR_Mp(Kd!Dvdvy%+JnF)Tw^prI zdrNLR{&sV^q_0zKG zquLrny!dqpkAE=N5GBv47Wpaw?`Oe_ANe}nB44BMFKB^IZ(i9VUoWh#|3c_ViQcZf zsprj@=k{Y5cwLcbyMene!tD2akd00MXY-3W@FfTv`TYibQVv{WrLKClxvJKUjg|G4vB2_Ov4*UXULYc$NJi) z-Pc4rN2gr~mo(I`q?L_Rw_{u{V|;JHI0Ivhd13AgXx~rkZ8vFnzwa@AAmWm~lmc<- z;tr)%|LiedeGToQBx(7LEVTKtKSuK>;Qm;)I~>;z2d#s{03(%jt6eU6ZBt-}!(NNW z_Otzt^GF&maatc>f$jSYc=AcomO}Jxl;cDT?wL)udu6%jHRPXsUzm3zcpU2uE4b<#>xOX&eL2I?5kuiGL#G-&?~K?|B{J^E2NC4jH&Cz-a|;$Y5Rv z_k|&HMQ}(|Go8%;hpv;>6u&Q1uE0GxtLmo;opgOGbW-gi`rc{LLMN+YgicNZ%}HHE z+rYFIwELfQ7J1t6yO5stg&mE0dPj`Fa~?9w`G?pe;O{K-oq1t>XFBfXFv71Oe6B^f z5n*)~^Pj5q1;3mLu2Rz++Fp}m{f20JP3rOAfw9A6%v;FYpTQUF!aDGQ*UvSaD){hO zQ#2gMiDQS@>v3$8L&M>C>t&H1bXIEV6FnS9R=}_BsLoX^=u^^aa`WN(a3|mWkcU?9 zK(7wr#afyqPae`Ng1@N_;_d{FsW~6oiSi;2*&= z9^mwRRHp zY`dE4_*tACF?8IyQ|LI)Nw^wQwSI32^?aP*enwpcTv&a*5{s_XPYv?@jT-B=1uWHiyZ;-~|;VbfhvaXed z&QtfP^Dgjd*7;8WM?I&Fo_hZ=!rP(G)Qxn+OBj2gd$Q z{n0y{+SZrXpc96^ybV9~MVme^9DAJ5uJ7u+uMzhz93CeH z4)vD;XZ1OC{su$$ll?EG+ugxnygRr-3dG9s4ZgdjKsv^1D_-_*^<&IUT2-LMdh_Tn zc`Fi?gmNEX&u*3ilg=zyz8nA0@9jUkNeW=^+=)F;uUS3vR#(AUlr{S&2lsd-W%Mk0 z!uB5acwyZsvcZRTromd$jr+sG0K>bVil35Zuf;f|qa59L5$@4AXzAE60&dk455AXC zosNBC89mQHFV5U;N7ca{df+DxbbaePpj}P$M6mwCrCgnV7WFsrd!g&~{lG8A|E2#B z`m_x^m;O`KQ>Nz{Q3iA}<24b-`qcyBs#ilWj7uWSccM-k>0%Mbw(V4Zdw})39=J8# zhuktO@Kyl~``Y?nBWN!8-8rmg*N3L~xYe-F|a{x9GU24mg9*YW>+ za6rjY)cr9SJ3VP%5gT1nP_iJlG8XyZ_=I->E=5?u-R!aFU4Azk+1c*t2dC@ zIqTdS$(sy1kkftz^mFFBDpkCNr%vFw4Eh4SiAMZk;D9VDa;Knv;O@#2+>fZ1g=urh zx;1w1A;{r0@|KJB%9EK6FY|jxf5-}R81|3qV0*yTOLDue6ml7je?F88fhiqzWOlWt3fY;A~(%97lkg>prC zxU}z$Jh{R(S+4k|TIh0Pjy-S=GG?9s40V2oY%Lmzc{bfXknNk;!`KCQHr;+z~l?%x-=A_ZIJ-i=?^a$nci5!IURf)r`qw_y!T%HXuX5d%_g@j; z7g=2@i{;J@80U}u`Kh7)&(Zch9}I3ih&}H=VW008fD`$#dOn4}7<0Fq(e8S%U-%Qr zzjXt~bQ}7}?!g_T*>%9d^*Il8&K!@tjK$vBeSM_r{jBSqu8`dd>di>dLi~wp%mt&7 zpJ>^?^``mu<;!kQu3Uz2C)i}x$ekLV0l%yp(N{=;R{uk`YjBr&(Ob(_cf3M!AGdb& z9MySk!1@vIAm`Yx!5ZVK|8!Zwo=@MHGi`oWWuFVh2eK|aupitd9liISzjT&#ti zUV}O^!5%2a-i7L}(%8Z~k}DH3>|W~s+-roL;1lrl5aRdXofsAG(nmdG-8&LxgY(j6M>Uodr0-ms5@k=j?F~m- z*ERT8ihuvvAoe5UeTbqN(6#4Bq?aE$TDH84#ZoR+XY7^iY5TPO%ENH46Z#s+_O12M zk*gNG6~+1_Dbsp7@OFWe1RcVg0i}1&dM`aaz31;gu{W}OsDBJgd7~SPU^6*k?c%XR zHiN@q?*l!oIqYNH;3(80qOh$ zDEd{uNs*~*Uzd88x%KU=$cSii1XU|+uWrI!jyUh>ZAvOucr^2^i%UjnDW z>!-N?JZpiF+Y!fz#?Oui$1a7O8lck-JwLxk{7+a5q>QG5o{IK64RvBI&fQR#A_0rF zj1ycNwLyNYC(z4+xOJjW%#Bv}t8?vMTPG=d2LACa-hA2q_J*An+(8@VnNfO|AMMWa znWz&#!<~)%rGxKDciIEJp0qFD0sG-+HEUJ};db7+X7ym$;bN-cV!S`2G{yfA@^dr7 zGf{_T+$jZ$N;_0Q?k60mJA<))IuU$DqTU??uleZn@%~X@6zEI8cl^~7TV8#oy;+;T5p}xe8vFZf&kE7L*P?y5p?!CveYc=}PfwqWHG^c& zXDDwM(#w~M`c-x{_WJ=>?eA)GRmq>je@dNH!FGf2jORWQExw06P}4`ypziMky*#+P z3heK*4cud~dq2VY$FcQRcYP|xmNDqhtnv)laoyD`1@FuDq5nd?o)5Zn(Fd%=*sv7+ zRezKX`!Nze*X^q8T!A4Sd;h* z!t947wA~qaFH>P%bxiEJ;XK7hR^lWz!}6IutIXq;lLIJLvt?5t3NwjUwE z^Ezm8oKlPPLZ>o2yL~e`#!120koS7Uc@*HBP&8nmx?_m2t8BVi*j0eD$*zLDT?RZX zW6E%_HMOA*I!oPFckIfoh3@fO3i|-OcQaN+TFv%&xWvmij624vGcm@Qc5)!)(o2^I z=Z>A=XFozb>V;tTNwf#`;KhdZ;bU{P`QhwQXzPp7K12(e1;kN@{b9d+A>>N`IrxF6 zYpZE3(M3flyJ-C^#0cO!Yl(~wp24{a^ta4U9@3^v^fh3}5A%U>tEV;keQ*yUaTH1evwe`!K*$5{84t*X zPO>c=OnpQdt846mM}3W7Sg6O1?395#Fek(%GYr@M=dH)%jCy{(bilu zu0QCwjPy}@`ZjrCx#_%2ZIQkavieQ>ru5@lq(8>;VY~9ED4&IBSE?e}uHdW~+Lc$} z&v;bi+k&;o)d;HxZ`5sx1w!Xh{)Wyk$A93uH4Sr5;(8Wgwh2(m@>3E*mGh1#Vj07ri7W`+2D1aStxbKsZf3O%x5jrSph)nc9BO}7eu zsh_&-^8u#S@sr=l2+sw-6D`g8mh;cPsuS&$b)j5jCyrJ5$(8PS2zGTvt8jd{?`=h@&)}92xp{=yivD~BV09B$b&f9 zzp03GObx}6&SAuv?HAq_biTv?ng>Lhb-?ir!gbw4bPgaqNe`0_X@8D5$NfS+j5`GT z${xg->8xo%rw0EselODO1djI+u1XekP6CI4dn@AS>gyb@e~x~fchqbZ>nQbr!`(Se zYbi(YpLJ4+)7LEeVa+&Ga%W5uc(cI+|BvmY+u^pFY|p?&+cWK7D}YC{!y#@B{ItV; z3D<`?#YFBa+av}4hOoE=6$7E4oGYuOHKaqu)d;6!PZQ;M7vkw^JisyciY=`%uACPbd$06XV>uV4E zZJV@``;OS(5-;b}oOj6hi0fM2y#j8_f9wmKR?+@*zYyUs(cNCUo36V(b(eh{;kfUc zF4s5ca$H6F^fRvpefH~GAA!ED6nR$DKFn1+fF|nWe1=gUT^&$YQ6Dup)W<&{p5w8< zp&X3*SBkx@tbeocPb=SFx{I~TR?3%am#Kg=%C|TCEZ^~PPoaFVq3)eikS%R{_aKh? zaNslWf-u%j8>-PK$F-=_1%P9n*7$8iyMZy}&4|Z5-^k@mQDZP@&mwNAt|KI6u7-w%Q%Rf$kmFB!4382x~DO88_O$m3t!w z0zYk{e%NS}m89~ufbm+B{dKU>-iLp*(R$00{Am%=iO9vmMr*duR{xjw*)*%L&z82Z z&(;jr+ZV{`Zpr~Xu?*C+-L;9MFr!MXYX1jNkCHhP3(t!Rq`g0z}+_YptYGoa0QMSU4nX1__*On#tU4S+0 zn0wo4$8=c}{e@B3$2e8;j^fxHcG@J4jgcpe*Y>B(-(IQqGP-xp27{F8H{TG%XWHJfF;rx*VD zAZyKL33;oKw`R8-1UT3&1Fs7lNr1zg&ht-866}^EXOu)>p10ZlerbQ*ZV5WauVB9} zd0swDyJdGzAIOUCeLn|R)gql{x7>s|?C6l)@)^tnZPvu*c1z&Z?3SSYt9Hv(y4`Y! zuv=0tH^E-HjrPiL={DMTN8TxHmbKFd`sMEw7?UGfd`sqOPl1x7%{e$ z^}Vx)Vb6FKckE7ujv6+}z5hSiB<-|GqCPosHn1&wWOd}lJU<4WW3i6874_u|?UUin z+xE|BpNwkTK3Q@yMVl+rMyb+9Su+9lta#5|m%~O0e6_D&9}V{u&_?NyDzx$N36X~X zaK0&9`xgm2rNv~Y1YONe3EQP+r(AgNwofegZ9A3;J7ps5l+VdC>dK@U+{ei~J2E_B6=%ZBh6Ds=0&B*KK_wb&Zb(}vp65g!R6S4ezuJ-O41euVPmW=WRcLo@dfRUFCbq=9+$(OeSMLUP(7~z3jaUxSWt{ zS{Lk-{fje2eO>l)+&OV^^2@${xL>er>Gk=zccu{c&Zq}5#w@cwZUcONX2)%(%ffN* z3&sb<5xK5UpD9pRSRW7ejmVWSKb{P{#IyD(;OR>|&t9+S^Ib`v~02 z`ZB{S_I!f=t~e2ApD->g{+RQu9L7@zeY>$Xg85{XGo=ghOo428hE&4)5*!DYEbO?k zWMMSED14Fl6nqi*!tr&$7lzM@&w@|JCv7aj88-EJK*Og-%K=-Ne!pC-95|mS2b_-@ z_sz+He8Zn92Wp?cAky@fardlZ+;OA5%dv2mxYM*0ZINmn`Z(5zZW|ma&0Zga8!N0h zPk`}DJ@R%8`5BCLn0n+7c3y3dcwN0{XZj&;UdVC`@*RXswESaSn~wP3!jbVq%2kw4 zPr^bjzOtx|zOqPs%0}Oik{dLgwaVU&z)O9l-fB7So%paQ05KVm% zK1&<_ujqPkXI2Ac``A<6$B#M|9J?Iv!1~tP1CJ0FXw{y_e0!BWFdN~+;Hkbi&l~mS z;sUJ271g1ws*f1@_+SU#UWSdpKiq*e8LZ8eV~@!Eq*P`8!~+W2Qu)Hf6+X!2UtzGh zmDvM4Z}nScUiz)56IG!5E%M3p*1wge?(ag^Rw7LRX|^Gag>%4S`wHrG9oAj~Ujwn$~2hQj(VfpOpP;m}?a$Y8GV z^KH&z`*O(O#6raJ{mYJc+ddQNwf}g#(D>gA>m2;w32ntN{Ev>YFYhBq@9kJBRdllB zjbW^xhE0`6ukBDgV;$e_`g4~U>F*i0;BB&)47hl&EG7@`6u491O8>;0nfUVX;VtKl z6X7nD^>@=To+lqzJAWrSEUFxP2lgtFQRUMwt$xfd_v%^7y-`X=Pid(19``nIz4WS< zJe3HZeom~uVN$C1FQgECqJ$5&g}h4|N}pv5j`_Ee87W z5BUABJG|#NIJ|2B!+o3o!k!^#aZ>8JGUKdJif7Vpp@%`h80qQv!3J2oB=*NS^!;(P6C5kvo!fAfdl9gX{?;E?H-M*N_@njwcib)L zmCNO;|C2a8cNz8!9f$mWg!~#dTiriyu(*%MqK|tWd%0>teEMRf3yvC*_D%3=$dG;& z^$>l1!L@xLf5=k>UIlp7RZ6ZJGdx!Hr8R?j{DzBuHrgwSjCwfoP)&rAZ4xIE$naX`&b^6 zJ`j0+1o>jSoD3WNOIX+7IW0HydTv;*6X&mjF&GJ>Uk;)_R*Q#eI@7RWytYPj56X$< z^#ojJEcR77aR1%qXlL#fci)|Zyw0yta&c$L7S6?;V_?J5)|!(%9YKRStl;ds3fw-> zI1gInpY7fu^tBHHrnu<(fo%V3yrN7Ng4btj!QYzN-1=yT&>8&C01qq^rtgKmjQJ;w zW+w*Rai$6W@A5SHvi9Za8_@WzJmr}3XqKU zJgsX-o-C$3)x9CwALi+jU&#~4!$w(kJ9TkcEo8cg;kmrK^1s!;oyqOX*MsfI*QbCn z^w05{s4vXdkGosfzn1M-FX-f9j?WWUo+-D zjz8kFaL;x;LFQ!~2q$pC)^PWif4@X<@rD*#_R=F278yN083R^H|rlvYm--aAvv2~djM@SO#f?Ziqr=u*YMB= zF9YvcfbEU%GJLcxa12y}F}Dw6pGEkefq3#@!N+?F2y+T@!vRID95|2Wz0p;WGkIz2 z&gfadXUH9AE&~rDtd$w(C6IR^*E1pS2M|wt#rGeJbs)}BB(5uCT$0Z_4|dxF_X37| zzyR{jzbI3TvBwi1V3c4mNBeg!sOh8)dy`nMw`%`)=c?y}+WF#-fd9?iQrtKATD$jv zZ)Kj;-f0x;eOkTfA#5FL1Z`F_`o=KNgvWZ$DZ$*|=Q8Ou^PTaU*!*GJp22W!@5+&crea5HHvHSoj!P>6Y^8X?Af(-K4aoR0c* zHDpv04jYc~KOyu#17rM_XY#pDo-T*r>*GT3YcZz&56UL(&+=>+^rQCbWNrK;eLHa* z(}DMHbT7=?f%BhIMF#fNPQZG>A>4sJ7<}*y7w<5?Ft0{C=k{yoMknH4G}@yQ({FRv zW6zouX9$e*Wqc?05Xz>$vG_n#I@UCChIWL!WObArTh22dY)9_6ddX_%0(&3{_1B4a zHJz~0E!5uKd}1vIK8xM#3%CXbZX}&~MTn zk9Lpkrg5)YBxpDRFJO~29>0aGxn{|_^K0i-kNgE^7x5V~mr&O!^BR=BvJ7(%_=_N~ zNJmC_)FSMSm6cK4H=Ff*d5Th#Rjw?P0_o6Aqf8XQq&YGghCnxLD8H8f>#g!A=0EEa z=UuI(|4QfOG1SHT@fmy_{Rs7Y^aogbm$CK^`wQyUG`&4QyQj6ej&rHwStl3%oI0L) zeiZ+y2lP*epKa5pz+>R7nkU-kZxP3IwT-FcY0pNx88Gr=zcrotOU^|KVqY7M{^E9U~-o<745!MOY zE$<4Pgz~3MeMq|jv>3@! zI95bj6E<7|*(-7!+FIUc=3E^m`Ik@V;A~K&pO@#BI#+wq#@&ha`gGiVIUV%4$AM+? zSFF#}pxquIN#zxYXMM(cUVv*Rw5|KXlgjoH}28cCTa!~1 z7@k$z)t?Qq~I*vb-hXpPQ&eWNom1J zx*4SfC*T_ENj9{5s7no$_o>kiti|op`u&}IN(+txE@Slmw~ z)}Ub8lE)3#K^ho8aa2wWlt9@ z(eQNGwxrrb3;U#kGXWC>%&?~mA~k-(x9! zUzdhexaM@+W`lgN9}4opo^s0ZAl%om4tGF)TzOC6p{&)pfZ1Tpy<=AoZCrP7f#k-T zNI>dYQt%k+2HS>ei{!>b5EZzaHBg6gVZRZFe^ryEiih#BE_PvfC&Ks`?#OU2x#D4b z3@Z#TL>M2#VGJKa7$3tD!+Dm9hw(9deiy>)5XQ%_pJ9u&;$eIYpJI42!uS~e8DSOW zn%D_8wSzbl5ytt*u3UwC8`E~7KZmV%!SwRD5H4}x>uHMm=X?%*2O=ina1 z`Fpx(Zx!5UH1Wgpnrt%O6*8LaKCOjw!LxA}%ZTl%P4nX#%o{Gu8w33=fS%umwdh;j z(0i>P_RU58Ksxf4e-3k+sW_*~FnClLzS|y1WEi~Ga_)*fUa<^=XD7o$?131D!Mirs zg*`HwVdO!Z>tau81jEQnE$)iq{X|xVktZj^vGxGgAweH&{tTlpIfw9W^zE5|V|jD_ zN%t$X)3hbSKK%~IB)@-?cy{HwcpnG&SG9XNcIDbQ_XEF}`)RUu(FK1hUGQaNS%9BH zy5Pg5l@0E`gUdc_Ea+1%-)ekezbfZ?kjvi~hFr9{ALO!+VbH?kV_52;6tUHA(!_VCO-^AE?$NqmqLaimn{gBzsup8$FY=+9A*!^ zIZ*t+FwcRq-l?^7!67o*w~Oz^VH%#>-tnyDPgArxLtr7s?Yy^W+<%@tz`k-K_JXD3 z%w}N}#*R2sh&_#gm3bK7@-p~I$!!DO8q6ED@eS&}6Z4Tmglka7btr%0ZP|AsKbqdM&QAh= zgz1_0hzTX4C3wP$EgWp2jLpKe) z3j66Ulxlb^PBfVx4~EA5+J7$9!Rg z+wMLcV+qs`k^@;7<3~-)@&^aY2s^ZJoE(X}hyV_?YWDF?O#-o2Mcj z({o?u_mG2`w+!5q$M}V4cfZ6x&F%rbyqBmRyqWjYcOk!~f0)mfE2Z{aj`1?b(n(!W+~&=>2cqQxThHRwjOs@#FZdU zJ&F2*v(6)|d~YhUsIHr3tco=`#zl6;zJ=M+Y|8Z1GpXZiQLk*^f8_QgtxYeNq%Jp2 zn>Mg0vSax~Iqhri2jG4l!WS-Uy$qDJP#MVS!ap8mP>8f#Lw3UDINt@g9x}I;O5PIa z@oD&7Pusn*Jw%$5JV%is%J2yCK^WIkyVo55FC+fh=J9_w;xRup!|ylZUu+)#sS&@r zdHlyl{434ltBv?|&EwxS;$LeX|BeywX&(Qk5&vfMc$X2suz5W7O2S^6+u^beN<%xw z_H%8DsM{|T_ZYtg<7ySMOe*F1_IM9%oha*oihe5+drk+-Nk!Pd$h)e?DjiUVg262f z*xP-17b&hb75-TOZ9+cpjg7B(aB=-um$D||Gq5ij% z&OXrT20Bhj+HwJH>=u?g_;UAZ&es;St&f1Oj{qMI_`iWK1$?=+dx|3)`eV*T-5F3d z#GQb7#vd#R+B_}mQhT6}tnB4|_Ia3_jQJ&i<2?T5S%B%I-9H`MF#VdPtF`wCFju=1 zcyJE~=1-VcBVU}?(iXiF^}va}f$aOg0e`V_BHBL%?O&oN6L8#1ujy_E?z906);IS{ znES+AlgneRv5-@uCmC>@`--_6?QU_HzbAM`Gd;`aGpjrPQYr8-@Uw0GzDC$^Y;$^y zcR~KdpYD(=vQUoZGK@kQVor5Y89o77ZI2OU$oe^bc8~E(A!qibBT@dxKxY)v7Ms$J zMET=R`7K3A`v%hDZV64!BOq(E6(Koi3~erF*dv-fvu6yX>ERO(rK0#?GJZAr?WMk zPVkIEUTOECPUCFf*cZ9q75=|N7Y^{u1@w{j*M|Ui20BgpcMO6}0WitX>2zyi`L)pN zY)z+=JiiBAut}$BKcY@2dR8NzY47|l+>N^;wKGlBX&d727zA5z?;&pJt$S3aJ#bUb zQ1>kuk7Dly_Of&=SLA4Xo#5{bHxf3mgmRY8v^!JBbDSf|Q(jSy9o;YUZW-JM%TH|( zb2inAHH!%8LY-gO;qL-H2kuli`r+zop#$>1P~3LJ`M|5ZY?NQQqsu}>ib@Ae(yfACa_e*vsXaols*s#F{) zi`3?ZY=f3%V^79F$vY42Zz^=95oKSP$?-u_5%)|NTG7{H&7cu$mFLjzVWVjx)?&so zod2BN?}Gj?p6BDwQE%{#Lz;0|GnH`Ob|YxB&qzv_ylGEb-Dz>?pU_vOqOY=}%$!HH z@dw5rSbxB{%7L_8<0F3JNrau3?=7+&Ex}l&XFseBKo*<_I59T%t%Kbb`N{>IB;Gqk zd0LgC4QGO5UtDbWzPLg5W{r8N;GiY4CnlN5E#AZZnAyJGjzAxTY1150-yC{uSs$wK41u zA>DTUAm)?QZPFkvthH_7U7I{Jxb~PmFcoLuTt5okcKwL8sP#g(7lPJZ)a`TjK!Pmv zt}o7saJ)gC;=LK40LIWO%U41^_apAN^lA)X_?8TH$HhArpgZp)&Y-29)$#zjNwYa_ zSK_hXy#aeFw0c|ORS!V7z99_!m@9EU5lR1HJ?{1HZq7U68Fx^R!~915PT*B{$=(v+ z?R^LM$DGF3;P75TKjt!w&!8XuBjbD0zgNVk(!X2yljz?e{PFZ}7yfSaZxv}{=-({j zJJP>N_#^3GFZ|*3uMvJL{gooEME@!gf8locSBUsV`kxc=XX(e@Uh;g3{>8$7g8niA z|0DgyBEEtCc_Ln={}00dZ~Es7m_zi>6!8b?FB0+pq<^aLe@p)q;s2Wc2?G8A{dbG_ zFXN_ci!A9;6J{!_WG~__gr!t{D3N1V7IK5N0*}+ylq> zRq)eJ!uXZ&b51l7eq3_BlJ0Z5`;6|E!>wOGigzQH*N>(yqAwq%yTf%C<1H<|zwY+c z-QL1gFc(ndWPGXR(Q;h5Is~@&L0tO=PK;}`wEYa&B*3NM>t5a&>*ng+fE{BGTtV2( zF@leBJEfems*KfhzOYk>SkDsc$#bWHldt9)Gx%>yT562GRPPZqcDu3>Ow|gnx z+WF$i@YMh8a(F*|vSaG94jrSH;T&nl1syAY?hq5*1!s;=?6n83TF|9(?V~-%oLF;@ z`>h3CD-T87;lBFGu9Z~_5>mNu!SSSAX@PrqoINo4NlWG72fL4%B1Mb}!~FB)Nqb;Q z=djcdPc1m`?-lmIt51eiE&|O(fR~<(Pvu==MUnB9>lVbPPPr!u>8|g(_Xzl#8I=ivA40&b)??ya46A*IQ7KdDR}OB-j<8r$aHwnv^5 zJaN3*a{QJ4PH?OXd-IqFj-MlAu+EHu@-VFg*-SWIE=A@e;m&JO-CR7 z0c^WyHzwoXVdU!w{zr_*zlX#>rs<{qOZ7A`&778LQnfUV{P*a^Y5v9dCqnV0|2g9p zG>_ZExP?;Sz;x&(_C(aN958NU`AzJe^s;XZ?9{J^X=ii_SBWx~a28DBIk1}Q>!oU( z0h=Y|R_9^QHpXNs#zU60B+X{mG~VYJ;hYrs2r`T9j=tA4PTUE4oR7rLfZZGWP*jW! zZO4}tD9^k(XNfHRoF(_DQ2SfF>7eN=#~WY=Fm}}G>`ZNq4%Yo!q2n^>%trYbbRK-R zK%;RxXiN!vyotu%5RG+7tr2Pi>iv6MI7~UC^j0ar{h*v*B#>v!FKiF`bF_Qa(EnuB;VuRAV^{~* zY*lNE`1WA3C)sKbnCt(K7{_redc9RCFTwc3{O>6Km0*0rIJOH~d$HZ&{g0kzAks(} z%QU6IzklGL)Zdf_afeaQ59()1w z%a$YfDx?d(TyXz*U5Ky0wcu+u!l$>QF1BGSs<~H`>%IRA-rhIy=ISqaQ|W>?+W@#| zgOcPBe;ZryH^NM_6}dU?6uf1d;o2#;7frm`a5pOJs{a7itmvog=z_nv4k7-YYQbNI znQklm)r=MVbvDDblfQ?+A0A88##XM&1%E1C%I*rdXoKUrhIqTL1#gY-n%am~cyrt; zbnd7buARIMH}Pi661)}CrQGO}xA+imIW2fQV5Zp$Z}LsaS8=>rZH8+nZ`{|>B)3Zi zZz^5N?J~INd*YHqyme{8+Z$$@t?*VgT*&PuGh91)3*dfRgEw0*!CN6+%8f30>k;Cu z9yHAD$WvyTt?=d;BKn6pX1I3pw%^2?tEb@Y)OX;8e#$P*pR=-8h_{_Bc)QO`vlZUt z!9s4M%y8}GZG(xo{L~O{PWr)HE!>q+A>Jxm@Rnny*$Qt}*9o~@VuoucZ;MR4sfmI& zTaw_bkS=Tvah*cEJ=}t~E@qmo@HQ!1v>_L~ruy7Y-tIN=Rv0IEbH(|y^Dt+oU3MI3 zv)xm+V;>gA!ebbwJl{naw)W8oAJAcM(qUa62-tibwvb`K-iYweI;=y7)%x$90{(g( zp8dF5Bhs*3I`Ym^@G?M899R@ z*uqZ*Y>EzRV;Har2;Zl}#_F(s^aJV_0=}~j?_wD6Q3yYw!$;`wg$D$zRfn}P4A>yb z>_r{+Jp7ck`n7=dGt7F=Fknw1{I(8zLWeE##rQuUhLKyddX)^v!hh@DktP}8G>+m*)0ly#NaM!)_Z_M!LN#@g9@<`ulhE)jH})akO1vp=8sa+5tK zN!0ZwdrTedF+SL19>d;i)*IMj)-7+H_GHj*Nq2%l_ZiIj4I4>9D1V&SI6K2eGbOBP zzQ69d*71*Q1^;jZe+BA`w)a`dt&J6ZcO=Gj^^mPHn`?{0wh-JAvcpVX);gW5TA_0V z=&Zq86h&`}`F;xK`zp#jx(`;uwy zYaX{(hsSzzD|7y2&o2JIXwDD*fN!@s?L~9`WY0VNk1<{IIloA|&7AhI)MCyrU^Wrv zqB(!E=M{6>gGifUk^}f6Z)*v25VRwk=l3~t+V7CIQ}h3e`5*0^bZPVWQgga*kS^ZL~X^#7D{3{uLahi#Gny-}uTf>g?!0y$y{o_BvMs~;y*J7-p zwL`7WkrO=*?4?N1+dkVYG2SSo%YF`S!srlx*O>TYz4{z9Poa%#Yc5)KG-(#w%y--1 z@6@mGmSW<~1zVri7t>|mGsB5%e%9JuIHPdT_FZp27t(4b8X1I3p^|^^J^?t#Z?E%48A>2pr z3h}k01z&fY>9xXF)jtGZ`DVCw@`bm{n&jo2EciNuwWnJ8Av0wP?6~)Zc>7}u-UgUy zw!)j^Yf+XNX1I3pRtnyXKG-%v@K#8d`cD__Z!G#0V~@q`7QA&b(`<#entg(|#=n~C zaXWdt%fy@OZo!*Mm->H?&RdhMBgHea1#h%Z{@YBq75*Hb3I6t*;o8aHH75R)@q)j6 zy5P@A7yVCc*O2UbwczgqGtE|btEm+_x4{h8PTrzTygA1T-fHPm-)`4=YqEEwc+P=_ zxt^{v(`<#e(hrj~d&eR(TswI?f;)Z3^at5yxOVdPqKP+U zq~I-|F6BlSV~*I2kiI?Lg125~nyv6wx>d+6#thd^-e#J3a}E={)zYQhhU>gVhIpIM zg12*9OzlG}yk%?_a#PK4?c^=r#G5ii@Rm=Pa-)keS8S8LBgHeY1#e%OX|}>!-J7Bf zsWHQ~leY{LZ_dGjw_3WCn_cJa(vaM`w%~1}nPzLeZ4~u%wHdCRyfxx}-llqbz2GgM zF6BlSh+cggc1sK1j+tq;!khe(Xy3ju!?lyQ920NOK7zMex|CaAowuPO-g>v-ZI_v5E499720lNX=7j;;d4qN-8fc>)$>tq

sfPGMht$kg<79u=IhrM5i zb#4%_lXTd8hJp89gvaTycj>UoCINeg4qN-CfGt3Ht`0j|hjqR!U`Oe&`3wW^aD<=J zVQHdBXnRtwlP9X6j~;7vt1sKX}du*!!5Hcp4F-6deVAe^e(%{%F^&fNkwQisiF z7KL0`>^PRzeV_U9rkM-R{2)I?$=>!|1MxZM|hVG zyH|%T{HK83t;5r^V$SPCyJ_t6 zbxaZM`xnR~@7&?}_#I1SZ&ImLv1M|2#p7QkXzK`GDLKwE~AW3!_D#~r)2XzU3dWAPg2z((P$Y65r}0J%1D zUle%a9ko159s@l2!|mJR=EtRe&3nrSEyP{zN<#zgqH7G6dM6B#uHJ=xuzh4HPD`)H z?Yu-9J7Iz}n|o)^Auo;CZyeF6a3DyG|ac<4H zCwD6T7Z+VOu=zQ&6{`<{4*5L#Hu8BebOvpZcHTeLvjgeU@ILIJbe=1goxSI+ z;AMiwi*{!(c`@FHO+y;)^XL1p+LyhqRA4 zC&0dg_K$pvKWB#}rJ)2eZH=#&biUSg5Al_Uvyld0DPhuA9*9L8r;WC8(rUI(AKoDR$L1jJSUVh0%ak^6-~lfzod0}tEnM**9{Z???A(lx9ddygZbn{zWL^hZ-N*Y{+^CmsTe6O~zvM0*D#oWDneeIygW2cNc9OTkMakn+f%gpX zo(Ep$Tg}(rn4j(3j5{yJ$ZmInz*mp6gse|hI?li7IE_5punzo#j`y8X@QeMZKFgGg z&b|6@)-^Ux;KaF?z@(vKUi32XX=hR)(^}leowd)-J+Va+>Hv9-Do!462e0+(CAZQ| z&m+=T4HJ3%`6S*m0!`wq8X|Bm22R$yAKt>ehIf^k?&UDw*^vpj{wTjX;7E@VxJ$c= zIix6H^NQF-LYff=lLIPtQzUhz7yg5ao5Bwd|Ev9X_-HJiYc6rFz$y8{V(@t->rvP z9+OS~)TRFHv8I0p9Q9Pezne|4&L#fr5vH($@K96O>GWqiOkoA#8%$y6Vt;n7DXbuT ztsW*{*Ta7uKEe#dHvnHYzAKSu`Y(rj4ctDuOqix0!dKwKnbNpR@UdMp(~`c&z(e}8{W-4~VG}*uTz~drBi=-BKpXU~(COJ``g4|; z=sj!Tp?n|m=PWeBCVH-!{_G+n-b62{4SHRT{1y3gW|-*BG4L>d)BQOQ7-17VoFm8{ zZN!`Co&Sr_rPj*xH2(pot5jN3t75cOL8}TN3zBcH6tJ8D+ z-k)==iQaVv9_DX~Kj%s#Y@%no-=Cdm#GB}S*ap4#jr>i*9&;1Do(3M~Z=ye^n-MnA zb4@}W#ydGpby}~Rt~TgZ8Tq@{pL0P^tJQx4Kl6t*uQLW-6Fu8~{_KNByeWUn+MxH8 zk-xkAIdvv_KNxtJzdKR?jj)NH>n_xPBi=-BRvYxD8Tq>d_1{GA69W(PcRT985jN4Y zjq_)}Zp54DjctS8%|`yl_;cJQdT$zdn7;yl&N?G(qURdp&n`FOP4ot~LGNlKf1~|5 z&zR^fH}EijxA=3OHo_))wp;z#GmUr?z3y$$i#PIjlRsy+iQc0I9_DY9KWDlTHqmq4 zs#GB|zZO{vB67}7c@6Wm2MDH#G5A!$NpL2^5Hqo<<@Mq^3@g{mlh!b$FwJ+c6 z^lUhTf;)+t`orHDc$mK%{W;edVG}*qQ1szOyop|I8}w?7{NYSV4->s!1|H@Q>oEyN z*hJ5k=g$sezS*+AztIN0SB?DPe28qK7jE)f4O*bBV!h?8LBm8l|99xyjd)XDpJ{{k z(>m>ZoCP_gr)67n)W8FJg;+!R&Ip_6;rvMUheo`K-t0E$P1otwX8UtKHqqN_;9>r- zF0#W2o9N}|__JL`youiJZP2^L$REyacue#*8F-jKtaYq6!X|pP{r%Z^yXc~_%x#0- zHAepW`E#B%(OY5QVg9gwvDgTk=;dGK&z@z(oATGA4SESi{&2Qpj)~qM3_Q#q)+CCI zu!&yno@g{n58}u6A6m`GW=Fh=hXiatTZUc`Qf0jS{dL!P1zn(Y%*IHdaWZ=h{ zhu@j-I zaL-v&dHrPIVg6G5Ifsp~i5|`+WPfVJo9I2>2E92({&1Gya}&J-1|H@w!Jo6+2%G5T zC;7AgV#J&1-P;DeJB<9{e8Af#dRtq;GfKzP+I;9n9ghv?3!XF5f;VG6R2b{e#u@#P z4tDcrKV^ggr^NWPCmLb!u5`v8T|Lb9bcOK``B%F7vmY|Tq|wQreVY+RT4!Vk7t<~> z{voXmbS4;Kq|J}Uc?ctnw62H{E~b6N_=mLlpmVDcM%qHq>2HLQ7Iz&t;bPhcjDJX5 z2s#cUjI>VB;k?=C=WvH_6E3D5XZ%B2=I0tCjI=J$i8sQat5`y~m^R<|hqTO3)7%_s zYe9#11{ri~Vbf$=qVRqt%q{nC6z!90qCuQZ`2=R7~kNP94JPt`im zBwpGF2t(VBfy=NBaNa-ma8jFhSquf9(q6a&7w%lSVy2t}}I__I}5O<4|ADs#~5#2mK1ct zn!=C3^||Z_e2%v+f3kM;{A`W(R1dYkH}SiE@BIY(YZu(-SBm>UH{x!!WpZ-#NZd`c z19#v#u)dIhayf48-D^33$9p1y9XQi)YOv%zlV}f=V=aSseX5zb? z7kFRbFijsiK_9sGQ3v?_pvgOr9>%?krL^zDUd((IHt{LK{{~&I$CPUKON+P(fYI#f zNW*oIE(VPDt`1>RJ>Tp2OA|u4Z)<_uf^=MSC`~b7QaxW7>3W9ZK0%zuL$6TW@0#IC z_56f&INsrXvcKK?UFQQS%#T{e8lr|Gdzi&VQt`<0X&p9@rd_E1Yg8+$ds;^PCrbiKLP2OuMqtN z?aqZG$kUU}=*N3510LK#uG8r5Ip5ok^CyWO;`$akCG_v&JPtF_2(=TC7ut)PThQnP z8Z7%#oSh_3Q&2YKue7sKHu0WsZVJ)j`yft~jY0b)bdPJbWr$;$3VEb@t~Bsm7Q*vU z3p{zy7s{}-PYC8cz=U)$(K7>hHU6;YhPVeAc(K=oVe+%71>T7!{&wG@r^nfR!uK`O zUl&ThrbYT&P3fuoHzBN*8SZD7Bc3nFK%1WX2K4A|$?HQL%imrMnZQpPN(tUi8HqdX z@v*OXBG1SZ-y4eeJb<*t*P%YgU>#*X*KSfg-=K|7I*dCChrS9h>r# z==lnM=F`Y~;|7uU9mqqqrB_cCbyUVX!BP_5H^$qxa+fE1W&_`jU&7o@tnc$KQa|cy zQ54pSQ9t6)#&w4d$HGpJdyWA5JGx#K)$E<17u$; zcWsc)1;-AR!lQRfoy!-2&eL-E-jW+R?zr^5SHl1wCdM6~W30IO1>8S|?>EP5-9zKG zzpONk*UGH>&g0#}M(u4wi>Gd!=(|~;6EQwh5l+VVs@Q?Li!p-b$z)yc5Db#-)tn<;h8quXEVIs|Ui zj3<|;VN4qKe*DXQu`i`VxHS4dD2t~Tt-Yo9qCekqE56zI9_TT6jv*kjrF9XE-;_+Vk0iW zldAVQr(z@xj&Gx$#M-uR2;QX_jq|;1Q&wHvrer`C954AXZf+coGjH?Ih8Ck;87%g< zpj|28UB_%w>QU#57DT2Vn}@dv{Gitr+|IV{7Bh!D&#Xp=>I#=R&Bo=uPkab?7YV4ehiEgjkkfjhzT zGtz}{CwQumjxhYscJjla&GD+h!TU2a&@LJLJ)q+?(rj&!<~xIKS}4t(h|~DX48?uc zjF(u?0zD5;Y$8mGXSbd6mpG4#GEwBD=u`bsPoVd_D--*_D$BI?mibTdoE;*@I$xp< zXM6j|X5xtV{1rGtaPg3DqKAFF=o^IWSiimjf0|rSW_QkK9pXQ}aTo9T()6zY|5VVg zhrT6r+JkXscaIn|VO)l|BhaG+)VZdz>1PjA8|eYta(sCdyihKWAkT5=N67OM@Jt#j z(KecSZyY50g;hvnE<@5itBq|FJ)=$kTGIN|^pADzR8!vuJ%fz>Ik;Qc=ug0FCHxw1 zx-6$$B+C@f!_9E&GJuS)FvYhV(|Sz*$j5#YA1!%a16cCVBxlIwFl78X`mZJ#1IJXz znBfeJhY0&VaBBJ%6VkVT)Nh8h_NfJqKS5`yOBsDb zFo}Q(@rJvc^|40=0LijmT3rUde=WxwkyznH|ZJ5?nXn;s8dL1N7!hC*_Jn; z{nv1e3gKAT0!I*OG`#~~hHgF%7_;8>0gT4m7y;uq@Qw?md9VfE9wy!v0bWagw}4lT z^bWMlW5F;x_efkEjl-xVUov%kq#{gkX9BM)1UUCK5ac^m(xuyCi$6fLoNI z_3$9)EV5@LWGHdyRsZiYW@ih)1Q(;fIVNh^ZWU?`W8HS;7ahodZNNMs&rAxePyy+1svWDncaZ9{Qp1l z-aS6b>RSAMW`@gLl0e8k!CZ*SOt^Rn0wZ81iDCe?HK0=UNPxBu1Z}+&L6eZG69#Mt zP?WSLz_Df`*s5R|MG0`)2BY-{sn%9233%#+;EiiW3G@4|=b0xN5UBR;d*1W;ynj5O z=eGA=Yp=c6Wv{*V-bdb1{Ok>~2fsq7lRZHu^jCHdRl+M0m6I!)AAE4Dnepj1#!x$; zWusB)dDW@}HgoRV(F7$l3>qJ&e{D9Vv<6OIxzaIE@#Xa_ZhJFN&KphPywT#`^G53v zJYD(KtJb(rE^f2)zwEQcZ3Dqg#sz7E)4X<*(sQ{@31F{AozbJU&5ucEPDt=xMr?BT zUo`w5P|xW}X*&EIz5!FZYGVt3ut$k68gC=xo;~7c&n@&HpYHN6y{;-Ss_)kD zv2sxXzT&0$eQohpZ#iSdgY+}m_j?)kzrdC>{ehWdpPN};h_9EtGESIVJ?lhSc3I}N zj0^7IoPj$AD1kCpS>`e7kexjz)4r?l!4ZrbXW_e^6B)nAyh7f653jH>Heqk5J)bf* zSzyTQUSP=LQbG$XN~qjm@NJA&zARM7B$lpr@|wYoJa?UO^pIPYbceGWbgF2)NvTxE|MMs-4i?AXE+Iq|NZZ16rPIHkD) zHYei|i_&9DQv&R1+GBMpfdiy1iY+=}vbcK6sLM6mYu8j8Ts;bx(|&U!~~N^cv;d(ni%T-xhbycGkoXE_}^hrdJbCXH{d=JdjEzqct(B-Qt(0ejUX_NVE`>Pi zYbfti{PZ#h)Xx9U_`i`h+a~{s$!?%51D7J@K|jvspiWB93*a}1>o=s2<1$ij6LfNA z&&|A^y5|_RI&A<4`SuIy{CT9l`oCo-!ZX^z?Q_QamvF|nK~Z|*&79)`pKPFSE1XSy z3HZf-Rr&H4q=}D@_bO(^mldPcw}WpvF@-0F0ZXs%m&lGU;5(_Wig%i{fzo53onpZ^ zhPI0V-&oqr0M16WZRcc85u79K@D}ZyM_L2}$jpo+8o-0?*qCJ_Ho*{AY2Kq4PFZk+- zLzccP{iVQQ_|nDyF67kGD_jBZOC=5qWpUPgx%7RBv2RfCG3904nVTt9=U3338x7{x zjXhVkz0hB|elPLqZ*Q+p-;10eUSvibGGfqd#n%aMN?GT}PkZqE_-h{AP8ok<&gOHq zU&M9E*xv{qZ!^w6V2aI~XH)`HK3&|V%$s*Y_@~UOydDHMImc|rujQQVDaiK{+WD;1aV~X~`b|&J;&!j+o=xnv#M%lx`bVN_Yd{C;wW%E# zO_VSCDTlkvrFG^S(Jdxm^aECZU=9HGKy(ZG#bo3RU4wcasHRsGe;B`m=#@tF3UMT= zUU`bL1Wun`QT##Dy>gu^uxo%4FY@nA^viLpa(ycLBn^GC=1qs!WpcePIz{|)`=A+f zV?8aTccWMCL9ZOf7bJ79N6^vtaPHP(^h#|+ugq8VikxHJr&qGjD-)`pUgHigZfkL% zS3Y0db{Dvb&Ko*-sMllC%JjBXAaV!Leo zYrqz{nDTzB+9IThAFSzSC8p~DI=_Q_qMMCTy7>!a@23&nJP%#xK-U$}?_1!@5@=)K z+>Q2J#rN@0bRBXh0ldV2E_&qRXEizBv#11lel>D^GV=W@$=7ma_hlJ*z!UhaM>SuS4TZ!9x-gP{qFvUcI?PS3%6RRQ;vCLX1Rm;IPMN-b|&Z8`Su!9yQ+!1 zXpBqr+AdH=tzwR+p0iC2v|Z1ltEuN?>U$OSz7iU1^z9l^c*m#tE$W;R=c@1iG~Wh| zVxUnhIya7VgGfJ^eDUNT0-X||Q$KY)Cpt^$-yka1en7=HOa#z}O zPo-bJC~Jt>ls=8`cddmt%!{;kX}eHxNa$^sVF`M>Bsbj(>^90{lT>?79=zcs6AQ=3vPiC)21?78Cu zvAG!Q9pV2q{GUj@blif>2mBSDj>fMx?cDg?%Q@_VUyyWy-{q9q34UY2PwKDYN4ZBC z`)W8^ux(`AoJP!trD?UAKCNj2I0~(fP?wuHGf8kf&i`EXKhIf8C<$E6w9n~vpV}Rs z@keNE;oq6y&PPTD`7d?uWZW#c7%8ihG7n_9LXY$B*!n_$umB&!H0GheH^{tiH+~)b zQ-Kkr6<>`T9>*5c`Vnm|ea8&H9{UzN9-x1mi^m63&uUAK%Hvg*>~HY6`wToj9lWIP z3LesLg*HL@`Pb6tD+l<)6Qu9=^M@}&{vua9YLIvIL1Q?)x_v)!4!H(j_+)tX(c!L8 zdpe-NkpK zJvVdMW6IWjq%RtOLFNwou*@BQyL{`uM_pSB$LC~bkI&95VSm@=zuC76-`#9e;#1KP z^~Qv*4#t_%o}00YkB$&slhpJCI7po&o<-FS`bCTZ(c^?%*` zJ0}02`>p(o0YCkpp3gd1Td%5r*Yot_yXZM}oJ8AXvz}J!QYPzasZR;#OSU7I8syHn zscju~rQS0mb#6Zy-Xv%3&EQ?qH}WoPX4Uaf1b2ZYxU2tr!kfg`qy87UM;|fst)0B> z$c-W?SKyuC8$5c2yaRVLaKpv@8L!2mI|f0s!O$)q8V-S$=#52*jMw`6K7m$;P5ql1 zOljTg2VUa%b;8AtZQ-&0Z8a&~J6V4`oA`o;xyId}{yn^UQ_ajRtPj8IZN_G=)ZExD zda@p$S9?O$q_yy%?7=V+T+5J-Q>=?-X&+XTBn6!L~dv=`im~z7Wh(B(# z6+ad_IBZN*_Z3J2wb@BYHseOpi=TBNcg0p!>gO(TWQ``{?zC)!zwxkPw|OvogtT!F z8vRLMn2^=z+w=Lh->^G1o3nzyFZ1@y=L1)p`$}mV0xio1E0?(+T+~he%@QNvesDr} zm_99O9{|oG?5IZST4^$OJ&zm_TVonJUTgz7(^X{2eA3BY8j@}^@xy!Z4NSv-BL5w^ zE{FXgbB5&0Bj4rFR{XRglSPh3|1Zb>cVMepJ-$6n$-g<&wEx{hO-s5Dx$s@e*j0SC zvx&9MX(slH@j&)9Wtmg)8_ounVeq|~ihXvb0pH9p{%2YG{HqrN(^^rv!UP{&$<_au z@{<9_j6dmOyl{{*#ddjY=x^`*OMp z_>(*1^VY_VGG3T@t)h&r#wHteMNHhNlLNPXDK>2mu&;8JWgY?MVcJ0CO*Z8>AQMEMH<(hohw?7-7Cnn*AaAB4cS?~z*CU6% zkL>;)vimy56PnD9Bdy^-l7A}l;FGn=D)C3P=Nf(E(luFol>R1Vw^Q~Q{>i({k8V$0A((?;eE_=Fe7_}SMb zWNzr^vy=_+Wt~X#TeJK7T!yMi*7knt9eFUx(n1=}<2E-M0_OGsKJ(%Xzu7g=m$mpj ze^&NTF4Ma?tAV+YGrV{%d>T02_+yp98x(J6?ReBL5OU3a^&3gWH;Ae}r+#24(Cs;9*vhT0OL{%!jn&|6D-68^Z&~ zNgdpCQ)V(23YjlS{=U2;Q~lK!Y0tkUoyZg6vD4!KY0F;UYaDils>6ZnmNnJDm`+}) z_nQsMDi>#5ANk%J=w$`Is6 zu4?934g=fRP2Zth^9e(s#B8*g?-)8g3EgNW#?jKRkTU{g3@hXMq%I>eEKxE0)*9su z)x@UO55lWG&_l)>(iWZ@BW*)@``HsEctNC%s7pt#CR474R^U4%8ebh((X|#!lGoCY zvmO{Di7!O@&P*-ODRtEI9J}dt>PGP3qW+R6xBHNUqF8fkOc+Wh-IaK8R4)<@cj}6YXZC-3*Mql%_Ao zYI-@kukWYrBxYpo(eUa{{s&o8U{O+4c)=k$ykg2O0!ATi_FpQ@Z`KF-3LW034B^kR zbpw3vIQGF9(%Uv|^P8#zGXH15P6+~YPIq|qTcmee1!j^86Tf_@XVIzkI}@xo$S3mb zpTTJlF&-k_OTBOsd*MjGJspq@@DNItzWOAY;2byi|GGl{kq34 z%2j-eOs>$^j0xuLbvf<8n=i2*%st)uV(prG=C_~BU$f>(gR*H}4Rh?sG5L2B|1@5g z@qTjC)0Eq+C}Ys~<7BRKmT72LF}h#u6M5dR&LwIw)RKNV>6H`V%cT7M*k;&OrDM0A4h$W66ImTHnckJ%925 z=9r+lMQBbP4?y#A5t>iuE_Q{CnV-Zjvg;#_R&TP#M(8mUdSsbWx)SqOuUQ4Hb}i|n z)eS1G5|9fL1DV)#9WbM56~@;mw3794@~qLSuRj!#9{D|{3VkDXmcS9a|2=$e?|mKK z{4ly9n=$2k;qa!m%kjxZ>4-P$H63v_zih8hmVR{~^LeN1m{%kDFX66q7Y0PeD2&<{)RxD$3>r@Hf+k?C2{?j?7~k%9ml+ zETul?{@C#0FheXQ(GCrjwdCtj_1(ChMcY+bqbM$9g7)m9-b#A}myaX&VB~%+IhB0O}%1t~Mv()QRhrGJ1H z4LrNK6vMD*N`Bs0YBmhVuZt%SJNL$&M8BV^qeON}JP|hV z81V^gM{f(=tEMF0+HR_vv>ExpxNV5|GTJ{G_!Iet%ouVEemeFH>p=LQHCVaJ{98}@ zy~7lTS@D#*u`?&=)RG2neNu=;zoboKTO7z&6CQCj3@3J%^dB+V(awj zw=g!3^p)_=0qB7w#vaM&ycFt_O1;uZn~we-;5(|XHNYn)vF8cr7lsn;>@O$&D|{U* zM;JnfiN$+hfGdzdpOW$LV>^vL&wkxzN>*iqj5$xWn^KzUzYeb+Kpr!C*fUTGx#Ow= zoo_8G-SyUnyXDMeOHXB+xo6JGMB?T>?9W%b!VoWfSiTUy^<)>eqB6#l&;D2A455{u z6b7oGMGN%8R%=RNEkNUXr(b+Gp6B~`SoZo88=--IRe%ps@Wpm7eU*Ilr6#vA)z)bw zE*yV?H5*@dw&G|Q;q*6|(m7W?rD-GS8jD=44_3w~oMW|t_ZIj~#z{x`ABHYv%tco% zxlJAKRT;Co8%VR-XxQz!`=jx)PePUPKf3GqCSyb?L!N__VP=l21->&Yj3ZpYzF6@! z40rk)RoKZ*kCSd&cpUzx)b5paRe^kPn0{~fIJY&ys}OTn%YP5$HPnpryN%|$M$&Do z#9zgjvkd#Kn*V0jy)>A{Qf3NOR}%IA^uN-jxfWj?`z{8HjXp~}u^7a&)vh1l>%1pbt-@#TqpJ90a6`Y~4^(U536O5Zq!uUgWl z7*l4B|3FKBL>mC7`}iO+PWRu zbl<}G;;%`ArM#!8kDjL-z1c_}HSNjpWnV$tPINIbbMfz~(8itP<$G05{ug)ON0lt^S_tBvwUJ1RNd%r)3-}Yr_F(gusnl835 zG$p>zE}rU-vWuyE`$eu$9rk#Cy4G<)Pes=BPWqN* zdu@6r_^bZ3cb`rdzjotu_xqu9R~7m;S@<7(hSAR#rXWPZp)I+-7O=~r4T`VF=u?<Jm7wS_oYvF9AZz?F7tF{MlEq_GRG@(aGjr+UfT6m`=NU3k#xz@H9^vPNc%4K z#x{I^?oxQfnxx8#ha>et)+9=tYIMEkhr%;ty_$R%d9rH0xlZt{GFD9rg0E+Y5~w3K zwT}iFy)@WOxss=mJhi2Y@3rT~`9%&%y}use3h6Ytg>)zAOP>9Ovd?dM)oA#}3vZw! zgX55a%##v}+$J&DPUcTe=P7f%a=q}b?Lc^j_=TlknbXjhT>e$&kEh;QPQ^!TacD@~U2`I*X$rBhwb`&f%4^qp7f zsI$zQw`D2(y_7y6F@IK(on4wO-Nt;nYD-_PY_eiY&q98lZcD#O8oN{3WQf?(CHRhV zu%R3F8+Xt6r6vajmj7XF34ui&1V zMSf3VY%|ZMY^p7FIXfAD*52rHG6yq8=2#8%FPS5=BX1Aa?{FT$w;Dv>Xx~k~VSKM- zenNDqhcRtu{Z8kBa%>LD?JPF=r0k}{?~Z@IW(Mvk<*p`hp8w*~HJ#7nr@^Lm^(3lx za18AjB(GieMgdME`;tifo1c7wVW3>P+Ll)nYPj23v)S-VIY`F1V5a)cO64|_65-#P}5d+^&;tNSsq zM$l03p0wNSUukyyfjZhx>!afDI;BrZf1>SYNPBu|$LELH>PFHY%ZPcA*zRq#@!Q}a zeXkt3Dly=N=>D&^>Vb7MoUV z8<}S;0bd1t&EPBjeAR8}4rI2-?={Aut@XrSJP&~E@epF?Xxtw{kLCV z;cr=z)h#mm{ccUBd`6q>M0N+9G*uh_cwW@{r)Q~V6G|U0^d_l&I7j*o{c1UK*AgXb&IEH_lCnu)~S{!#jU5W7z2RrWAsjzZ(r#(#lV+xKd`DmZ^zUTyxn#;b|s5ngrsHCp@~8tc5e zg6C*neVljU)p@7!>S#%K8n3c{<0-saDQVzQmG9xpMZCYV{sDhvO->s&MrkcFo^e-3 z7=3JIkA%a(albjvE9-e=e6!1#^bJ0+o8SX<+}X<7EV^=sy=y7){!har_Td_Tti>mk zJ@?%Faf+=Ib2@+Y**Y0fwhnu{ZIU_B5`1cITZYOX#nd&LKU%2Acjb>d$`Jl=NBHCN z=dSSEYc&24Ug$oq@yG?F+X|0#q8IIHnvBai&lQsKgvhu?WWITIcx(gmJDs$fIlIM< zoD%zW59fh2V5{N}+teVoH2)irDe616NSwTzeh~Se)@|ion`^k4G5Ze~yU%0{e-mT* z8<|JE!Oz%U9pi5#E+dWhyEabtrB@Qy3{+Oh9D$4P*$DY21bQf{yXvhtod?5RK!3P1}rQR~PCG`{DvvCOyQa|}7^^^Hf4euMfvEMfdKj`12P1$#B zoZ5EyY^BW_>(+?Yb6w%V8SaI?q>AAt+C!L zlc}pA79Gar3U!BEAKQ3pqgkCFGUoZhTOW@+@(VLv8T{zh`)xhA6v( zz>zWjEb^_VE+yCrR@RE_vRb|M=t%LU+c~S)Y%_apjFNcw;DgS+(MO8~^ratV?R>&mJJLJ2q7HFW9&wcFBf6vG>Gm?1)*!j5eS@^R9Aj zu`(u*^^!7wUe8`1BY-LP_fcpfamf3i(J^S`g*IP;>lgUR&9)RTH0f$4-qu0A3&4NB zv<3K=o8rBB;9{i?Q^9$b$*RWh&NuMQrhTh4TD#_gKkLeTdDP(=>Tt6u#(R%3#%r_L zyyes(#;Vmt)~r=gk0sQjjC#zW9;~ra>wzt-)??me*On<)D_bg!X=**5ny>gh%uoFk zIn+)azIa-E=R=$3MA}36P{w99fe*Y!=ImOCF{BNBjLEu;`BT5r+feAd034Tsqupfn zTDeBoKx6vAM(~uq+H^WMgWnGD`#geQr6ESeZyI#ALFZWplZqc>su1IlFI&+m^BF76 zGg`eygQax}ecZ~t+bly`m#hO>g3UQiN${4dc-gu})Ogn%G+o?O&OUF;6r-1WYbCU& zUNa>9Q0hfYaN7dv6>Ev{jyA-5TMag^%?eE^Ba3z~y5!ogB(2nIIrVy;dNE$|+PLDZ zao#^sr$Jm_5G&sd-FHCucIvf{dJQhp=+2oVYQ3(ZUJKNErFE^R|9GhveSVW-v9zk| zndvh|Q?lyM5E&rrgHO;F@*M4d?w(bITqs25|3RHcka?!D%zbAMz=kpz@kgH;J1%le zY>tv2CC@Y)h|8)uue$^vsC}`y&i|Xo_BdufcgVl!gF}vMj~{X@o>J#97?2O8E2s2K z@g8{RS1a;D+YZ@ttaS%E9^Yf#{>GuH*S&Y>z}Da)>qArPruAI6a(>TLZ`ZV6ttiQ{ z)pdoQ*;77$>!IiGZ9C*m{rHgWp=ossdahpS?V091xVUPCJ13@Yf~IRu6)*^ zCMcnOHzuk+zV`Ks&(M#(YNXyg@8>RaX8Yh5eNGaZ&A9irQ|BX-)EJ1QrYlL`$Xw*T z>lA+(F$_}o4$2W4%6!$c{I6t=t+D1mx`ihGTa#xxpo#bh4DfPvJUX=0Viu$=Vw6=g z$b0&nt;}@`4D)}w)N#NP`bm{h^Yv5>Xr5Fn^UnCpl>Swd>Q5T{_3&9%kI|oX9=_J5 zBEQ9N^w%;bVxBHkf70k@?H#@lgU?OhxPksTU;M-L@#LP#D_gL;Y&{RQm0O8*=38FR zRmg4e1ub1;Z4R%Pl~&tjsS2+!R}-I2x_K65a}s;Z$lT`1r<7Gy16&&|shlsRVAu6m zHda}Q4YYvQ!v_D-(Z&9}Q6_)=!{ET&K^{2VJKE*1G$g9)Wnz%Uqu`@Exta|hPHZsz za$>XL?-SoK+}8aY*2p#(el>A#&m{j|!+G8BY=7AQo9$Ql->II}{hR8n?!7%%`1f*O zW-#o&gZ$elQ|!TeZ*=(u9|zy&-(Qu--c@j?3P#& z>4Tnr%3XqE1N3YdIALSMfI{vQH?FN=EKMJKj=6bBSBbwu;uZGKQUd#kFO>0zjCnio zo8K@58Jo+Tj#atKhFlZhTM)aF^&BfK#5HB$|7*m4Pz>o_iPd?*K>c{X-QWY4n$7fyE!#ioC{(wZ@wag@Zb&%G30;yknF9gNQ--)`gE zLh>jt)8D+Vz|)oHjOhP2@?ZJgsd=vF+dbqd<6N`$7uY*&G-+PO)|LD3*!P5c*{iP5 zhum-8Z}G``@(#wzFUK)Pugqs&BC-1zb!6}LF~^D7C5G&-Si3UgZ)&_|deaTGm)H>I zm}KTG67Xp!cHd}HsDFCXBL2Nnlc3IFh+QE0_vI6-Kg$(x-#K(TdrAb{2J|fG@ z(6kepBVWaDwMYCf6Sp(J0c_$JMy`XARcrR;{^5YiPS1R~AXLOql8D3%;LM1I@y}?<~ zCf6i;n)&tv_v8IW-?P(Ay9>_`tMYB!5M`Aef1y2_IM3U;Kc;ktZ`bnltR~JAx(QA< zn=I4bGg@qw;34&_Cayrk!=(1N_Q(2d41%-CV6k=Vl>PtMQ-ppeb6Q_Rn@ZM@5L+F% zmT{Eys|4zOcsOvVTRU(hCY^Ddy3U??f<4TSy{`PH8e@E$;TJz-{&#k!Sy}i@kiNQl zn8o*tVT!MoxQ{32C_WGNlI&Y0KB*XJ`9+oz68l)*zxce^FW>CLW9pRZ=7|PmVfN43 zuT$_v7^=5V+`)U{&pNK#&b!b#i0>&28-g{;GxEqYo;cT%3kpNi9EGg4H?wAEa$BYN zAdweC!Bb*YZ_cs!ZYk90vAMn*VZg+b@|Lt=!@0vf?K+7>0VYmF7tu#7`^WnXOb!T6!V=-n>F| zgte;~-Q%dfwcD!v_!)eZT@HMBmU$D^xxxzO7aQ?+1&KdjtNOVT)iL0HWYD?j>wVnS z{VDC&wA|G#bHKae3cEk&9$a47{RMX!f7vIdUgrR&mAj4m=i`d}3-Aq;$G)}3hMt?s zy~&`29Nc&DZsv|}U7d$(yC8YyZ1ji=o&P3nU&iw*2F>qs>?exfVASTFcp}_23|Bi0dCK{>y85|8M9gI7_g6}VzrgtA2%5vTVgZyx`A<*)aeMiJ4;DY`<>M5$ddv$ zNv+o=(rrd23M><4$rxV7v(i5LUFJ9hHv^ZHEn{4{OWrZW7;OUgO_BOZ>{@TEFm-%I zt)mtzEOKrWb(5IDAUH@}XK~l)p4iond=mWLQt{LB{Ec=yo4u6X&$V%wxp|VExK48_ zy3s@IF1(hd7`m$P<&^DHeAP>f{VDjM%Zd!XYU@@0M0sAv^U}%wc%JVw8huZ4RSmdu z;#qDcK6#&!wA1`0W^A8FCvPl!bil@{N3Y(vWODN)&kEA4 zpg&p78_TY!n$)n)=-YlH`)sda|2~0Z?C+~y=L+rku`9Hf_r^IU-!87^C2vpMzT{66 zcPx2lqT>?$!{33h7I&p|AY6UfxZ-cDOC@G(^ug16?i{L9ZvFml4qmYS8Xf|Eg4W4N~RuV zb9g8Ia0&5;L*#u2@9Df}7KY;F9a&wCyjp_1Dwp>qykE-u*uu~|7OmY*w}H+^KOOh8 z;U<0H^s>yvi&%&kA+EDk>6zRnF(>lPvG~E2?Ag#Q?{?PFSomg7GkcZ(uFyBW6)HaS zubQ1D%rD44iIX}#jb&{SzD$ccXQ=x!73>~KcjmZJr70S&Ims0gU-^yMj=Cgbwo`)4 z;bC*OFu&J1Ok%mr>YPF+a>vhiS%)L*{8*@#asU}1?|$TVE#o)&E^}K(nRLY|8n0b=k}}$b7awM{;`m==3dtzKX^5y8M^1Y4n=r zk}pzJo5;L<+jzTO8QXkVd*A+6;>9ALfAj?X_aXEFw#x5$UbkEOE^Dq0*a2mHQ_$6B zGdh=ej&>XJ;{@|piV~{+KasRGitpN}bd4s)DyCme)YCQIbK7{vUI|SXJ>)MyC;4|O zy9=4Co5LKN>vIhs7x^3S`DlC#XKe)cHapFn#}TZgZMk0_!S7e3F}{5&e&eIyegnVO zKKw3-O81@cJD}m08o|%bxgCO^Tkhc3$UQNF-+iPhYDxU5&{e13;3&A?!0!)z`1P#n zqw{yd@4q$tz97HQ&y%3x*CKcDGjs08XN$G=l{Q+k^HltTQE`ENPD!xef*-X*`h4|IiEdA|S|D`};@ zByBLLrTwo++D3UNt+Y!~B<<^ww4Q@n+CU_2iM*3`Gw-t^Xz0 ziTA~kw9iG-wj9>du8*Yk$UEiM^Zs-s?Jpx~J;$}Q(k@cB5_u=>D&Bub+O|LT(NoH= z`b&6B(&e1iosX4PMn9Y~tFWYg!W++0B#p}oL*k$KZm5!+6s4dT%}1I>&StUe@1$`@-enF+Pvc>3MdoRASaOz%yj%2d zl;h_7lw|##a^&0={as{35M3{LH!`mx_y)O4-Ttsr=1=~kdm43=|D5SFR<~i*^m2A9 z{iRs`lg};h(6k^zn^(xM<0WUqi2gp^CYArn#f9p+qO!4u(8c7v7aK}^Q1@X+iBD=f zI$!K;nVUL_Uv@9w%ESj0<%1eVzE@83L7m4p@j;bQ-o1H-P#W)L*lT6z@Ul!pC`sP2 z=hXKhhETk`WACZ&0}P>9dB;|qjee)?u=fV|W`E=gIpw*C=RdhZD0l2)El#8C*Z3MG z&y$h&HN^2kgR6l^_<(DTD@dVnkh*g>q=Q#zO<$< z$tV9E_@M74&rxHlIzQMN>APC&2kW9pw~9IOd#OY8Ixtzc_SNmbSLYO3jA>r+L7(lv zv?F6m;^MV65&Krq&!g7t;qNKE9XLYA7}AN|VW>-*DfgmZB+Zok_wrwCUU_!&EPdro z%F)Z5ouQ5O|H3!P=UJ09(=1~H>^ptk#M#7^-GwjYvsoJQg$%;Y^lxd$lM zj4#njyUScuUjEWGUHg@nMht5wZqwFPLL8683Yzh8Sq6#k(W36NpGNuOuhaTKirNQc zK38I!gZm9H+2ehO8Xs<{OJN+PwX^KCmZZ|nOgYDHHrGi%JX;&doUrsA*+X=x%!`6= zx?0!tt{dn>TaaN5YTuBxOj34gQyDlF;J0PWqxPX4#-vux75{Qt6iy|JTk4pP0H;K? z?|onB1U`Q*HP@Z1PX&#s->FYsOS^x&_MN=4^RVHic{e<9hW4F&*7kjc@=s~s!^%tk zyy*6wyz&6$&ZpdOv@hSMC4IAf&Hc^Z6m`xerD-kYpS69-@1|U>eXl;HeNPBpssBp* zPX4Fu8>H;Bwr>O{t$hV2t$p8*;PdZp-*0FQ_B!)TE0*@cZk0oR2 z7S?D5;Smpa(erq~XGpBzF~;X>@pGpzew1|}e+Jh^bfOtw_vQGG)B7u%%&ak#v7?L| zt;37_6Bskz^y2C@VxN>?gLtgUrmuiAC9)QADzX1!18Zv$GrE@K*R3f6zbU}T0~h%x zV^4v%5SpWZ$24QJ$hwV6)*a5l2QI#AH}hC>c1ITT59v1I`|9_8C!S`;tNUQdlUGGe_Y}xo@9-o&{XJKc$7FW@=M!{W1XhnHdV+QX&Vo| z^E0*0N7zs$jQh`2AAcykS>o4af2j9Pgg2WhU-l=Eb~UrFKy-OulTP%F%&iCUNB>3o z2e^3jKEav<=@VL-lqPlmg-H4jNiY5ufg^Qk250Fbl6EEZI}@$2eNs-Rl|roO*=Tiu z^yl&!>-B0p@XdPZx>VZpMR0wRI%#?%p(&klqVV&fU%>y0(iLQFqrFUVRxv-6ho4($ zmN#2*cF@lB!>&<X>&uV3!yCu@3mpKHKFq+my@f(8xwxSJJ+sKk%1sTCluuJbNaO zNu?Ycd{_=_`L>`ZJVxsyhOTDxYaaimk#|IY_EIJdbJQUzuOxEU%k3IipKkrZh;I6G zD35<7q!}(as{PH-1#htLpGCFD^ZL0$d8C_9c~c_g*v(qGRyDn)>j32$evsGg=*Jl( zl7{*?sJ8w0zhwDiIvb^Y%RFIK7YsRiD!ljaz8JlpzTBkO-fK1Hwp)#OuB)Azw4T0Y5I zUy)BO@VzFVlAG$WiJwH4F!|6cpB%_189NHxGyR_jJdsTXXei^ymSOCjb%t^}@tdlC zPwH`vj4z^Om-O>9`CLVh$iFSnOL+Do?&pfJ``@I0#z-5p9@;!X3H(p!pZ9?m-M;^C z>z@ypJB@C`|3B!Tk`v!e|4bzP+4Rqd|7H3o9$cgKPtAjx{we)AF&<~w*CSfKwUH)T zzTM3`^XdVQoZaz1B;Qg`>;L~>%D2SRc;lbRw<_o*^6mKJ=Ndn0d*A4`bz}Uux2<0p z^iA8^#ong>%(gDW*3fNhWxe8SWS-5Os|40ES9Sti?Iv^wJ|#=8Dixbh$| zt=7nzusg6PMW@flMw7j`#U8{a35`d`xY0dg)0aeSV6lHYBR25qY24^|V3DuS27VQr z>3>278Q2FjoBI7LHn1f}vw=^qPvgI60}o*(XwX~|3&sRKI+G4ki=qhh}>77UGv>ZA6E9VFwWGyQjC2TA|TiP%BX?q^EJ{sO&rkoC0wtI3JJ z_(`!XbsOjb>LW7Zv*qWK5t<)Vd}smI66k(23;v`6))RCx=8N{1&7n+llrQvMGrmyP z78KwUbL5LJv~O*JowWt(I@y7YGl{8|G4BoJKa;0EWVZDd(5uU z_Nd5a4cBpCUT!k%w#(cLb0*o$u^i%?%vHE4hjS8JcR{x_;*Pf&)4IlS<`8E%sQZMz zw?pwsj8Q6abMF}q#M2pwl~3tn4a|(c?ND|%8~;90VNVmKSn+LNqU?Tzas=d;u&e+fP0>du2<^$og~-dz;DlT=rrTJN}z;;BsJ#f4iPB$87R0Jckcd z;-|Ket{vFXdvyE`oStB=CVG#Kmm>8qLyt(AFYq4SpKmfrf4++ToYdtP-@Y1i%~}~^ zuC@OBU>p5sbFcr8{L#K$tzL4bRU&8J$sS$btXr?Y0s6@PhbMkwz$b5Hp2EZ$pnk0T zVo#q%>yeo-CuVg&wd9KKx&6qbE`k7g8k^WFxo$NEvNZGR2 zz${`nmoO*tWAX^^N||L#jQ$c+MxC4d)$5D=MuS21A$JiYR~&l zwv%!h>oQ-H*!0pe+5}pR1Gc0wGoPrIhkxNxzMY=_*QA%SPygP)_iyK$?pp`^&AEr7 zv-+k7flGAX)7K97%{>&Y)b}{}hHsiR#I39$K7H=NY{54jk+ole|Cwa1I`@F{Z-5u7yNwBV%4{JVYAqoI#J z4>jUjw)MBskxx@rbi0069l7i*?RL73>>}O2TSxwtGQW+Ee2aAdZXNlix34|qS@zXD z)7T4zwmpM z-@k-zA@wcj@=lQvZLV8;-K>sI+kp=M3fh)1{#!}8qMyh&W4dZrGmd4P$G#n^Up|L?$DzSh+_n7- zmr+I;DLf0E)O`skPp91h=s5-2bwSSpXt9uW0ei7Kc3k?@8YA^M0L{dQEdR>*=U3~g z+?50ULeTUCZF-QgDmK)ZW;OOj_G*ZsZek~#T_57hXAi~Xt|jQ_mGr~a)cg1_#dk5^ zg$6<^i3^fCrcjqo;7T2ZzIq+y`vJb|^EI-knG2oX8R;VjB7I~!?JMh1=FlIE^o7ny zKj<3h3RF@rS5#jRKk+f}|AShu+X6oEdovpwSxw(UVL#2-L zybk)CP0Xz^&J(yFLlaH@$iAA%O$*8I`Z_$O?CbEjh4kb8+jgg!KIbNeMrO5%;A)i zt`fMy+rozjSnque-!-z|Ome_x<24{wF)Q65CVG z9E7^>r+jyF#(^E2rl@$BR6GQy*-`I;SFzv)Jp?b|M;$NuzJTw7m&~75D&{WuXU6;p zE#KzZ4h3i1GOI}HoaEcXCvgyNl;^*TlgliL&1fK--sPL_uP+3jRBMO zh-ngQK!00^T(U>Wkv!yx>|=bxi`8o!5m}KJkrkplE8+9|Bl`_I&LJxv0)Jgr*l4#| zri`u{+D2jx<#~s+H?kr~+jgTPLbU7Y@?rsHlp$|qUtJ6N1ol4iNqRH*i;W`rWREae zcb7zY@A6ITA<@N>PQE=szm+-0L(olZq-rDMsVc?i<9!?U&^GL!0Jcn$sn6dkWs9%M zKz`|WGACJvZu~L(U`P8?HTy^O+1b}bNt?@Buy=qb{bVxtv&nhc|69^0vG&?-NMbF> zsqt7Mht{FTg2Zi=5Vv(Nb=ho8Y<-@1um_0OI)EQX)=#_fjW`U6>^oJwl8ppj>LQ-Y z@sO=<1o2#z#O+NbZcmTrDu5?vUgBBPOELa;-y&cd1|{v;;^J$ zen7j>0XNB>6v*fq_JQn|MJ!f9bh{8&rP9-2+O5ZSY3*`#+kt@(p3*M2MYT(|-Y(>q zc5&+MLOG6y-ltu){L$@k9r?S@(H={rJ?1F>iht4`G5@4JHqaJp*;n&_i#(e`z5bud zv+Yc-tcJh%!3TD;OkLj{gRnA!Kq3}-}5eOD9^07N+WiJ^{l<~NoSL9 zqmO@g`F5tcPmy5{V0WIbTgFCo3!BhmBQpM@UNWW#4zEuan_tPPznQw;wd$qSYs`zY zrXRoA-93)}f4bc+`?>dyMc8LZ?Djlt0U5iv_$TuEL+I1c6TU2neyGR(mw2qx$B1I% ziVt|-rBAAHA+=HE=y4%$QjXqkGC#7{n9@~*91{FBdGpORXu6+e_hV<5^~WQ!-qPUm zTUqy4FnDR#F7Xr5o|hrJ1DtQ{Fr~0>$>O%WSlQR;)bow43j1Tk%f3b@SBz)wVZ6le zan`XpM%k=z*6~>I7Ju0J;EWG)lRZAgd*HLhZBscHb=G$F8v@o;{FYN$TQ{xq;T0p} zZC*#U;*;~t3)ugnfHUG5+o|!01)Qf^P@T1f*u+3Vn!?!-+L`g&8KcSB!?Tc8@CRpS ztLX!dLiW)?4^?C9iA^~VJ#Z;_ut)Qr)*)%$Ab31rFncZF5)^pgQv*JB@Uh6AJmBNz z40_oI=pgo7CHPc=4`Z@WC9zAD;8O`cJO?VlN6xTc7S9>=;8PG;(@tLqW%1t(F5=4< zT;3m&>OGSl;jr*k_uux<^~gt$om-DECSQHek??B0{jaC}!zL3x?*aI{2jcVQY`U8) z_`I$7yltHSA!lkUP0x@{?2>wH4h1{81bm(>bp`Y@1Xp5v%r;g93K>hc=dxaSM|ib- za~rYMWiJ8Ii^E+Z1HRDz7MPry8O{}cuL{8HV+`p1_MPmHKt9!fV-OoZx%};P_A8~F z!MrD&zoqmDeigB`j{MQ(|Kfu}zkKr$hs7LpAlZ;?+iQ$3&r4(PL-vfcVTXv{uQsp9 zKa&5Qz-R0d=rRq?d+Xtt3>jNwSJ>s8DPJXhp$eY}XBu6!oOa(PV_|O3z1UU}X(q9{_OZB9G-{VVi@qf#;LgjSpG&?oxg~Yil8A zVM$&WdHJvIF(vd$XOGocobwUO-d?rCVp9W3X z`+m#)q8@Mzji2C_s${rYo8o4 za3+~jGCOlU?I`ELH_pkZt6F5=%08Vw&OP@!kqO&a6VZN%vo)zpxJbEc3GHtKrqEaT z%tHC{d;l5M1r9lu%8j}4J2qUER=M%&!W|oOKD^-0q7N^;bMA-3@BG<^7vFio!r9mT znltxuIE!pJ_wVx_KOptCBHl}RzlZmGd7sPseY`)(`(Jqf8ShW=F6W~u_S?CB#PwsY zIb3&h{gmr2uDM+IaoxjpFBki9*cWo$&-FlNd7<)U2YXcrt|DJ$|M^a%t#!U3&3lmX z$5M;cYqr?D2F_?Jl5^TP*HS&J4Y<-yg|zPr^ciWB8QfcFmsttgIc*l`A~x)l2OeHw zg+I!Xjmy|KV!=Hzb;}23ct2x&`*ZeVTUnmB#HF|X(KuqWF*_U=kBAY%*`FLLzDwWJ**eV2AYXKZRGwtDxY*!}Q^`aVJl zz0G@7gxBTUFL`f~G}z65;4Zdu&!TC_h^femDaecxWXIL)jWyYiEK$d);^UEX&_s5K z4%MG!tffCk=#=JuF|G5E|Iw#)&9L+*{#nXY4-1xZJZBSmw3JS-n4Pa zGvw39CE4T`T1);@>|e^!>|ZT^vYKBTk33HPbJ@Q;`2TI}-)kN{w;ox^zBe80S0C*| z5SvPDxh!ls;(f873{8y(pWb8Ue9Mxn-#ZkHVVwtll^vXEVg6oKX%%C&%fLsSujQRH zLF&ZMFXzgM|Da=d{4eD`%&y(n=f&UZz@KlGvts!EapeC6d{>k~xLe}5V!2|tY+P0@ z3zwN|AlCq{{#^aIOk74T1DCSV#(o5HPMy(JJJH0sbQU?2?u5;s^+P2T6FHAAmb2;b z6>p4bQ9@SEpNrxAxfsr$Q_r3oIn>{eGw1rB<*YgOFYz_7?^hP}UyB@ZV{b(JWW={4 z@8~vlepUFU3?3BzleMV7{i((SvmWX5x6I-B?EKK5Jstbuw=l7Hq!E9<=ATuNEANv} z{0!^4E3vF0;x28MJWWh68x zQv!4PDeAgdkqzS4*blA~XjA5cFFV^w+pPVZLHTylqw~8J#N3swCeY9i~Bp87#hmIMn1o*&KtfRfqeGu@~ps4a-V9rvrC~L4!Nh z=-eeRuP{10`8VYSVA_D0kQA^BZARo(Z2QWf!D~qLy`sa*NmT0?v;l7d@QRGS-{|n( zF!aJ}T<~~laKEFXj6H1Bdd@en?{lP{w;7!C;vO$`yamj*#6afiQ0ln%ErL4(^iBM`g?xWi07pAPpU#d!?+zgHCFD|rF9_c$u_wklg<@@-qHI0Xl3 z=ay#%I6d5_kZ#_cFWeoh1OEENfP3`vQakuGzNBo~b_Hurq;1=W_!jE$XAjZf*8%@| z;2Zn-?ux)~$sEvIZ}+Fr&P2WE^i%7-_s#yyouc35dZWK{9{;D%p24}mEl<>F{eit= z?}Pm{n92~}EjrBVcn#)UVD1OzzJ9(LI?OBj_rh$shB~jbSCkd?*I*v#$GT?f`cXgU zF8=w2&Le=APd({h!E)fO>8HWVj`tPl@YW92;Ee!YMhg1__4kd};lVRAMlIWuIC{gO zKW}{N(7i7lJXA7jS!poW-bd?U1AKeoC!N;8!wJ|`-~n$P30p#YcbGJouED-xI?U~Z zG?<5{2ZGaqxo&_jgMYp4XB?>3sYL1nADJJgt}hR-*bCoC*}>Nm0wn?i-f_PGJ}ZY; zn2Uy7Ed0-yCluTd+yfE5DI4VLr^D@t)8M`aTrY5!4D|KXX#Cm|#W$YofLA;me%0{U z3*Xp*C;Yk#-l?S@O}P{L)+7Wvy$Jz#q#w7uG;qt_laYR073cd0Wd}t@7$R_MfV&g8 z?47h%ha1H|=ErHLwhQ4`v(~2YkJMA`NAQp3v*o3=qkuaNxYL0fNBZY4tk|2b^K7hd zmku*0R;%kYV15nEB8zW_4inxv4qnG;JNHQFH}}H6_FQN2?TzA{AiU!Shk2x{9Zerj z0Cq+~z`ji5ofdd!ug*KoF+RTzzc5CFp8)*)RCw3wTNi;JjN+Y^<<#Nu1r=pWtZJRZ z@Qw#~erVkZ@6>L1ytMXC;C?V9(7As|z>IDVwq8)7@v6bY4G5i#t4l&;T;G69oGPFJ@B3%60qL^eQvp+BCPX{V)Ok}hgoga zV6F$|dSLFe`R3^`;T^p{yZ;2t1YjbogipfoOA9ciKXt+<^FD)LmjSaJnD-0`ct&bE zD2NUUzY*b|Y^$$Shr8CI!7T^w2f*DCF~;oaVi|)+aUa8 zUk>f^&#wr>KW6Op;Megg-v;3!Ro^6>Um-lJ^6iB~W)g!O3R`u)HT#lvxEjm$0=U(D#p^bvmbNl#a#~@!gif_!7Nu1RN?~-oU z+tAbt%$4!IIxh&{gmu1Y7~uOrhn+J(tE(5-uK~Mgu!tC!!M!v#hZCJG=&<1a zVHH`=Cpz6izvl9FI)Ti{RdxpWU@hTo!tqD$#)RQ*1Y)f!jHey#?gO1IhzPa&%#)G7v27ZeY zG?<)Q-Jrvq-A{v=0n8EU@az!Z)6sRsb`yRPx|<6UoQ-!bie$z)pWQ z?;YYSNz!a*RsKI<4z)^3Kj!zUj$zHAg3L8 z_ykpZ!8~h_lQer8M{PLNGV1L^_P0Jg6dXuj%^jrm8|Hq8L}04$Ou#D!-kfA#j1F&a zTrWJ2=(V;ibZN3yKX06~1bAvct&DTl@_*MT__B3SptEgIM3-h&WKD>3cC0V(9j`_f zi3%6LAO{fVgC%0XKHtmoY@4~&i=iW)qTK@T^PPb5}xq|{8Raa(KbnKs`t_|NIaOO_Z;M@Y7u8csoDb2T) z?|S+9bJNuEQgGHJXUnIwSxsg|*fxp%m#9y!R-a&aqSO6#d|!Q5N9r>dSSAhDa{{Yo zq6RA$Sh+(3+56LcYa?|ER!;1zlh`o{)Tub#7alRu*#fLu_^dN)qO+ENj*--D2YA=d<{k!QqkiSwFO* zqsFPiDiBzv2&`gYna&Gj&pprQjE1%IJPlTOywkIsx=jbx^W)h|5?Ho4O_$e?*K~RQ z&xAO7u(s&hKuE5J3uhq>4ya~W7&h(wfcU7-ujqjzS2U!=~pHY#&K9h0v zIHwzUB6mBtjdRwD92`x5Xp3bG85>aL{A(HT(KrmQ$<6YabT|d$ zdf_x;4+QT4PE8iPG?snGB5?MORpo8xwK7%&&iYu*R+t8y{bN-)pH~5A?pO^@9dMop zjw##M$@kv2nwuTrrLoS&<-js!z)L&}{pM08x+@sI%<0}2-#2#o-GES|s=LzRB@Nb} z1y;>v8mzg%+7GP#*}gyVU8P;+WxaKBkNi1uCmmkOftN00Z?#CBvMzIWVh_~bL7hfW zr~Ft=rk4XJ_cFCkuL_*?V>CD;fRm94Kjru~>2T`D^uZBboC}=XVer!!XAn3dTRRKJ zIOjdSytMOe;2e$#bbcKZurDC(*J%~uuk+!nF)FNjfwePVgLU{C#(}_EKg{>E4r^O} zFD#GPF)ydVSGn+2zSG=40&7-2V=?Nq5m>JQYiCR#xPgA^1y%;I=H{!gekQQ?U#h`+ z4Om`a)#Umf)?w|vv=>$jdLdX0to^|9Uh1?1t5fP#d8yL^tSRC@r~#HYrq_R9&hNJ+ zTyUwgqvlc-o?GCVBJgT}w-b1C&-cyI;e{{hh39!2eA`kh@^_x^3qOB}vqXnie~H%D z{{*~gz?&Wu5L-{|bMwpCj@OF;$mApke z%uTHz#@Tl>x@7wL3*fJdoo*fGwu_xpHlPJL$dU!@{yxaaVW0A^>ogF(b zR$*QwFpDqNU?u=FKP%wMz0l{-VHRBM)Zw^A_8v~Dm|k-se0Gu3qr=;Kk#nBV^g7^u zU}Jn|3zUr1>S)hr3{roQvt$27D!c@NH}@h9-Urhd;{ne!+!xDt9nSQ*!z285k<)(7 z&(U2e@Y_Y~IS8Mvw*}lPzm0Z^52Houba>zvcT4ZXo2 z@}cJh8{-YyZ{!Brk3JI~3IB~!;cXLm^a-`kxZv?Up3gS+*=;q@F&9{KNB&>--aS65^4kC3lL=&!aFwf| z8A4PhfVZmAUDVvTB-~WMW7SgwQtQMBmRhTnO9aOYpUTjhSv<3 z-?SmgW?qiINu!v5ql~^<=?i-LHluGD`eu)+U+UK_F|w;}W%%*2=>wR5qnLjq?K1Qk zJJvYTF6X!A70kc7EcR|$EitwGD9Uy5Nao&1qic?I<&AXfR)?+)=qepuf4Q$KykA$7 zY}3yEtZSp0clmbI*VUSDmov{QPe9jnbX}a)(j=R=q5u5Ef_&y&zR@*Jx=Qn1UDMIE z8(n$F*G~rTYR6^AyX{z*Z%5{!?`mXpM(kR(VDmvDBr}6P4Cb8 z7BRX`m#*0nSJzN^Hxo^f;sIO=QM4AM5J6 z8eQAawFdhMZsv6Bv0e2lyOO@T{|M&T$;`21?NEld?o=FWm%n}Ew92Q~vlpXYrJ3do zLF>S-e!2CL4|+e82p`K_JJ#sjBAq*radnPCXZCRB+R62seVy&cbm@$0o|U3=Cpznn zu_Nd-W54~GXJ`MMH$ z`*oc_{kHXGo_&LPmS>ltE4DS{j*-SZoAboy%0?%Rkt)W>>^$aKp3${Zy7KbedTlLZ zKZdT-Q|fQ@b%oKjIfwrnN6+lONo(9G%(dZm)Njw$;pV(8zX$EPGSsrGfifI_W6~No zocT7~==`B{mJWAyu0-ek!&&1_t^b~{vv7EqO^&UgeRlU@jXRY!F4wMA{Vw+E*Pd&$ zjy}ga`eAgm=lh>R{nq5NzU3NS7faXdTvyk{=;}mQ@U;5#eO(o~UAmgI&sc`8*{3nz za_uI+Zi!*WZ!Omx$fItfLY&jyG%aM-?~I2Mt;3jeuD(L)TQTO?N z^{_5|p%a*M{m@rhz?>UqxB2?Q!|;i2nzm&MZP}T@{w$+KYirqP)>ipM?P2EKFjK!g z>01+a^>t2QuZF(O1@%Y!`WnMs`l9$bu{FI}-%e+J3)?YYUt!p;(O^gZ|2?^%)J~tMBI6^e7=et zyOMF=yq@-4fWBqauNVEA-Ftq=>>Q)#9sRHQ&ZAvD3(&JQkNI{+{afH>j<+AZU(eI% z+1!iyhMu~k?TD|Z`e>ew$!DfsrRbTI(Grn8Zs^5+?P#NCoAd-dJ*DUg9>ZL->!0%V zB#!FR6L}9k)6uipX09D&m!Zd9(~h$9`K|mntTWl@=|_D=)3>8~v8ElxTsz9>dPutR zj&kdijjl21D*a~t?|oh2{ko#>qHAYQ*0gUj&xYDjUsvl;<{52A-^8|cXRp@XwZ|KJ zvZf7Xjtw=sZkMjop{}lNdc^%E2Dl*yZ~<1Cw2DJ(Bt6>YlB7E<4iIIUAij z(Yf=?`fvL>tB>r`8D&hzR`y`NoyB}R(r!~dM|F2?W%x)tcJGSkVpD$eVa&HBLxWCY z=V0dAk*1zy(zRx=t7{axh91jYJFC6~ysJ&~&i2;0!FJib=*#QD8aLREN!RXfuD?|{ z*!8!9J-W{6qd(w0A(7@Jve8#M*ytNAeVYfl`gV_FFNeN0XV)L+*R6F>SKVsgMc4h= z^QQ+3nQMdiUv_`44Kn9f<;T;W8@jQV>*k)R)@3u-1{pm^NYBoJuAU9(sYB1Q!ulS* zp7w!Vb0B&XdP=jIYv`#PXh+cFu5ANd8*(G#av6H+x*7W)8=B49HjuTAXZ^%$?A8C- z2R&WO(6#y4mQZl%v|+(e-TVAz=5}HLzVOm%yYTCFZOfYPkF8V4lUT?3KRRQRkgt75 z;{f{Yrsv8y|0z4+ubcsKzPXNeoIQYfH^Aupr}+s+7u z$i2+F*;(^LJ(o`N`!un&zdaq@F~(=CmGgh}=aVl}bFd$E9onr0Uu;@rj_jrOb36yw z+~4TlAl;?jbN+tlKIOQUP~WA~ijen!ue-26-%40IE&oJp)$YvszFz4}bn+YkeP(X7 z_p_B}`3m&DoX);3z3Z8lyRYL}z|MX~@9ok%+k4Lc@>uqD=pF3p{ZC(SML)iEv2@z< zchI{mMQ=9G1<+e*=HwA(&%CSWs_)0vpm$w*3voh5&ob#*<~`3}gPt|$3A=h0`g*F5 zutUR_PHUce^R!+4QuK`C{2x8d(i1*{GsBywmETMKs?c+Fx;s`oL+s~{F#0Z+zBS&n z{3`UljK1SseKUQ1jeYG<{?ch%-lkq_LI<|zB+mc+_AKmcZ^2HNzsuY>1$|@ETVm_o z7!h}0*N3^-*XS*mUdD&JuS0LY5sYtFZwbFSvwPHsPTD_a)OW5g%K1O`D|Sj~exi!& zEXL5M!In10?(%dy1)+}_&`oxXHh=3M5?=8OaDT*os3^t$u3x1EXKQQ3<+Zw~UjF4$75wWcA1dCD_^ zWxb8gp3)igbZ$oHGIWk{b$0i4CVJVSvl%~gY3J!FI@j@B0G(#sHu78mf5tr9uS4g` zU`urUjnkU`s`C&0rwTnA=wCMd=p9G@K84<$-4Cqm zR-Os?dRu$iTi8Qwd55}ANAJbKmKZ)>bgt(|Rrh3`_B48*mEKbC+5U9&?nZC9tM@Oy z-a?*5OlBO@pS!M3(c9U>uJ!e{_i&#p-H1Oh6uo)0@o$pGRbvn4X%D0Ke(7cGm~k}} zy`v&6p>tim_xgG(df1`qOWDT~cNFY?pgqj)VK<>SwlmG!7iQbh6IMLeHs?1VMyEXe zVdTblKa5=)U|*Qcn(6BNPw8CdJ=fn^!oCol7r6HDW`5&6!urrf2N}!N*>>#|?ElJc zoW*3@ZPL3gt)+>v++5tZPnc)Uv2eCKmM;!Ck@FbK)3f7=y;-cG*`~hNO7|M?`Tja| zH=z3xx4z%=>)V)Rhi1{v^xdw!ZU^@7q%1q;w{u|@?R>Kv`*d|0&+pQR@#36o@^9R6 zmB?iNW*NN~O7CXx`To`D-G<)FT)oqLy{(ycD7ti-_JzCdPd`v^6~FO+5@tMCWU{8> z@5xS$L2oH-zOIxh+a9t*S22%nLT_n` z-nx(-@%2`R%v!!{GyxvV?$w!6`}6S=Wc@7exJbl#878dv8lzRtq#cIbMwFFJRp9azs!;$qNg)}MCb zVwhtl9_Qi!&-w!HzGQ0}zHT?8?@8&K?LE`K7=4}St9A8lvtBhw?yxMx_W=?>un6$pa`$2j z0`ogcgGS%?q>p!i+`T3GR-*5AS6`*CuQkmMtzwQ+=3S?x=&Ry4_IK_aO>@uww9YL+ z-!k4yn1gMYg8oxNob3<~Gds=bohH3Iz32N2(7P4Ace#2e`Fh&}cIY1TzN7WkIw?0)qO{qMxpJFE|8@~+V@()!g!cDJ9w z|4W>%-^%!(iCQp=@2#qxm9K+$)?$r(2k2D(+bhBMenhJ`*-fJDo9viq#bb8lG-&H% zc2u-*v)v@hcSU2O;Xm7v0%-N0?Wkzt&vuh&#p8BNwEb~Aayqo|2|Fs<`h?vi8h+A_ zi8elIN6vsIp0uN))opf@XnUI-6Rp@{M{H>87CS0h_!qlLwDB)?Of1#SJC9ThEn)@~AQeAbSMhM%(|XG5!>v!kMk=jX+=OXyPTiNwnghc1*PWpLV1aTKKXZ6>WXlZW0Z@V#h=qU$G-&p@~=QsA%=8 zc9UrPt9DGZ;x#)m4%+&f9ThEXx0^&8+wGWWc)J}L53SyAM@19c?IzKR4m&2=-eE^3 zKnr)+QPI{Nc9Up$ryUb*+-XP3poyJ!RJ8hayGgYDbvq_n@rE5Khqk_9M@0+Yw3|d5 z-?U?*;kWF_L}>L}c2qR+mfa*;5wl~W?J+wt30k^vM8hB0G10~k?8v#$#0Pd%wE9E4Nwob#J0@DO+m4(EZQX50 zMGHT&n?xHwvSXs*J$7Uow0e&n6;151n?x%^%FZPTKK8mB-;3?9TN?IW=H-FTK$fxLK~TX zqG9HrXf^XsH1Vt*xd>Xp{1a_w{)rYc|3q7ve-}f;%sJ;Eyn)+JM=Z| zpD6#|(>}rGWN00VZRNXjynDG? zyw)S}yhC`qc-Ez;c)sKQ3-MZ?#Fz4aE8%Q zzF)C(p?Iy2;`54~^To4H#-4ybvDi6Jyw*$cg~iSk@vNIs@ss!tt$3}U;x8_C#))Sg zjXe&3d9hP0UhAp&Ym1$;#IvqO#V;#%Z1GxO#jh-OP7`0qy#6zMW3h9x_*Uk-_}>;g z$BPd$&&6-xJI3N0ng8Oq7CXm^Pp~d;hJUfx$rZ2lSo~YX&e7som!sl$7duCa*ZM3z zSmF#2&pI7@48C`X(^q^U_CkEP#OW!%@mV`6epHE*DL%~lEq+Xi(@lK!b9QVK{DcxG zAU=UT5r096v+r7X*7d0P*(Hu6UhBK~t4o|c;tR1W8{w-IE>_-!T5OXB4ph~HV_ydWMw zA@(TzdnL}Z;^i-hPn0-MiN|kKfTm> zL_B^)RD5Zv(;{B}h4|^E&V%CdGhz?JSCl&UiI=}2{;E=Ey?FeNsQ3k?PP2IVAL8pu zox8>3hr~9(-&X3Z7B7E9{5_@4?c(uEqT=r_b$%gU{)za_rOwa9@q2$G;JO%2?+b@r66=*hBDzW1V^8Tk&_qpEK5(BR-6uBmUyCPNn!p{2%dEW1Y*y zC-95@2!HKZXO{SC{2}o-jCH;(zWsGODt_fy=R)xn_($T`jCIZz-};6f`vd%M$2#YU zm%k*wb*wW*JbqJD{MNBfxp?_c;$I%?j1!L^6?+i=t+7tAc==P}_l|YW5|3XM6(1bu z*y811iSIYgIZZr%R_p=z@HppW@$$FCpE%ArUOawRRQ#B6PQG~gU*ac?bB+~{9~QeG z{(^B%u6X%l;x8ZP94#KdEGqu$an6zA<)4XPHqIF!9zQMid-$8jIeo>;UlZRr&gm&0 zzbz_$-8d&xy!*jmM?8LCRQ%BK&Mxut|HO|P@4O)%KQQ)N_|wNb9pdE= zik~pvc~v}qVO0F|@y<))GdiJbq&AH}F@Dcb*k5e^Gq(c;_kc_>EEVb>p2a z;^jYzZy4`9E*?KJwjTbT@y;gk@+ZaralG@0c>Kz!_|4;;7V+{g#cvz$JSZMNGj=b0 z`*`O*@$xstzc=1lFCM=$D*n^)PP2IVpW?G8ICqQ34~?yZA2h*PEnfbp_z@GF+r{IT zM#Y~p!TE)F`KRJbCpbS7kDnS_3xCc8r(V4LRq+)QoEydCw?@TRO>mZrm;Wk$!35{W z;_+i+&G0u&aB9TMpA~=G1ZR`Li+_27Qz^ch^-p}~1m`mG?W}+I!0(;l%n~nuSbRpA^KJ3?#ZmG7%A5O*1*45=H!Z(zbgK%GUsUV_^na#yUUy-#mj#cA1rqU zh{unO-3i~j-03Sm2meoexZLR}elh-^_)+CfrufhCZ^e%(ce;tk&yB5ypHS`u#J`6B zC;ozRXWupO^0URyE_WR9_}dZjSC>0`#LMqq1z%n6d;o9!eepM!JMW06eo^ra<<2hg z)Gs1_UAgmyc~{DO6P-=ssb7=$(={+COY?tSO1B>YNE4Vy!uc4f{9MEc=ez7x{1!+;?;i* z@V8BLR*R>8P2%sF=-e)z`bEXxKhgPxcnbGx6%bU&22#(W!@j{*?C$+yn~sWQML;2Ehh zI%hbeQf07*s@)kcNK2Ig-nJuN@L9K%etBkwGbB|8`>Y6g_mcO3egThm#0x%1m2v+J zCo@$Bd$G3d@q)KgWq^mk-%OQp+YBfEgVgcC{;WM-(2*)b`?%NQ1uv({STMtRD^&)2 zx)6E)o+<;p?A3U|-%@2%%y9mmDnt9eSKJ)Xqw#6G?S**3t*J7=L*O^1%J}1S z=Xy$gEncuJRYt>fry^Abd)^Rv7pKYqFMBRta9yg5>gmqZR2hZ% z1<%F{u1=K!9{XFoU{0!x+0&h~Qe}jnv&+aEO_c#&`%Jvx(o`7}raPlkWhC%7o{krM zJ5>gF1pIy%N*LcC?R2jXeJ6WkR*r!LxJ0VpDcyw#L zpg2{=?r9DmK{#-2U@zbHmw3UMsWQMr;038NUYzE{Qf08;k8X(1TX z{zE5Hk#N_t4bz+#Q)O@_5F+n!sWQOJo{Sd^^JP?j?#gJK<~)%qL+1uh#0&T{y#wtj zcy%Nhj_uSd>NOp zca@BD&T~Hbe#+c$-N89Zyx_J}8Q{?e;|2A;jKw^Mk&IK$b9SZ5XxwSHJrFNgktzc` z1pX6W#vSazC1cQe&OcIRRC7Lbf4rb3RR(y|@8bmvd>N1Oyht)WJ=b|MRYt`dc8I(` zOqBs%c3-^Ud%ld_H&&-q{`5_)9>O1RjD$-W510TT;|L8oab7SvH4u*?o=6^ zO_h;%W~vPE+TX+rF7jpMcrxxe*SR%S2Ip6?_3?u9Q)Pfhz|ZkzoXxq4%29W&vn*8x zXI!=S#tSB<$^dU$7cUs=%eaKI9m%-rT<7~qGEQZ0abc4E5`VsD`Tu}E+Ki9d; zyGQ?{s609wt7VOz?%k_BjE}dm?oRP#+`*ZYWSoAkGb2?7=VuY}mZi!7kFrLW_%a^l z`K4qGJ=ZBsmBATX8*A}dsWQMr;HUdCUgK;{G7{%F-$<3gIb4)A`WvY-bUw$rJKC4= zInP-oW9KO$llktzecj5RvfmyzSic=8;lPpS-^=dl(al_~=~#=6V5zRmjD zbT;jya;!VYN$@|FS~t4-g)_f0^7c)Y0ba|xo9)ZEgtJb`xcMCC-BcNz3&vQByQj(k zkAPdgjKw^+mW->&N4&feI``~c-h8y!4_Xejwj=-sZMRG44rqf z7XLX_26&8h_fcQQ+1Oc?W9wAs+Ef{wiI$PKB~=D^E$i<6zKlzF79bhFo$7oyRR-s# zG1lVWq{;w~fH(Ov7PG!c#>%PA`KdBETdie{UXv;Vyp47Dc3;LFJkyYjYo|J6Q)O`e z8X@n`Q)PfhS)*_9Wjwmwm2vS@=af_#oYA(i7T=gE13UzNgD>MXp3SHng;Sm3sWLdn zjj~2BO_ibZUDn-&zKqX_Q<03ksZQTi8JzWo$a`(74Dd46=y|@398X5ZRL4q{q4QwY z;ww{SfX7&Ozw6658$V6u=$zub$A5etXg~JZW#pZeDuc7+TGri*!8MngF5y|3WIQv) zc?}t|{W?#Mkmp-o9v`b^U7qgWw-}#P_uW6m`I~=VHRsIaIXC$}uv*sWN&bCz@N7@_ z-8RK}%)hVV8JfiS$u}8XZ!4&5K|Gq-brO8v2d>@$B?J@p+ukkEW z_f<@Be(m2E<~*7_XC&VTR?Av_ihtkd#6s!5(kaf*{reK!N1l_C?*r4iJ<7i?$GdOD z6z8Y@eeLWs$rDMw53H7TJ(zbl zO?Kw`_cgN5B+uaF`@m|O;|2Zv`xdk3)P36~J2Soe%sDxE`Xt>athR~u#=q|l&gOOB zA16E0{QEe6jgTjld>>ftJ@JB|f8V3T&gi~|$w$4b5rtoGNeH$iWFzQ(fz z-B&%?De&*h;XIZ+eCx-IVdJlW)!rR1U`)H?`g3A=bl>dBPQ<_ObM7P0`^oo#)!r2^ z==AT)@$Q>2*%{*Br}Jy_#FFm=t6dW>;CqFxzOy-Vk-kxrogV&uoNGtO!};z0a)Q;~ z$r+u0-zCH<=)T^QozJgw=bz5=Bjou<(tW~eSF`u>?_127lJ46*$$8(uPyIliza`(N zeptmBoqyjQ#8&9O7biJ8{QJ}o@)K+IP2sIP$54KrIT)N6 zt5bzHQZC^d@gwPRu@lrI5AOi;T3;%@%F#E`H6-4P3720|L*43`J>81tkPQHt(;Su^8drdiBY;sI5A2F=bX^wA6n|%A-wt} z7w7EH;KU^TTzJJlU7YhggA`l zKQTv3gtx!y=GXa{%1^A(kA$~!j%Lc=?&8E4{XjS|Mg|XazNP%1mO68VS8sRmgohJT z6ct|4;o|KbZhm5kE)`z5!^K;7xHvIH|1Lbtd5|gpP8TP3=--4VJiPjK7bj-uT;c7n zyZI|PzfpOJ6`Cl#m2)0b{x@Bm7@@Jk8{c$s&RIHbpqL#o)wo zhK($2ig0X;!HM5IQaCoo;Mf*}6Svtf7wHvm@ z;KWsK6^@NDIJU*$#8W;l92;YBY>UB(qihvkh)pr=kF8OE5kJ`?92;YBY>UB(o4j8* zHpbxC7K0Nnxn4Ln#^Bf%gA*rtk8o^^!Lcm{ZzyqA3va}xnDTo#aghzeu`ve6wwV0H zL;g%SHpbxC7K0N9d9!eyTNoVMVsPRgmkYnf9!^|im2hl~!LcnSKkJP8?%} zaL&~Yj%_hG@rxG<$Ho{O+hTCy7N-lx#uyyiVsPRWrwGT!7#!PTaN-mv2*<`49NS{> zi;4de-iS>x<@a#n62}O~#uyyiV)7G@c$#o*jKQ%j1}6^jMB$wK8XVhVaN-a1g=1q3 zj%_hGaff-ru`ve6wiujv!=r^`V+@XMF+LMj5R9pR0<2O^v^ zNP}+}=j;|<&3U45&J_(#{NOvnD|jzNIA?_hCvNa9;f0(B3fK9c%0s+hhww1*fWkTJ zGdOXAFAGn2xX$mCpZLHRgtznFi1KsxW^m#HpAp_lT%d5y(+o~L;1=PHAGtVZWCm{- z?`#%c&3TvdbM9qu#s3Mf;Jp&zoMjoDxW7LNFXX&RxX!0k9^(D(6CNg>PdH~z1}DyM zo$!Q*>wHQ1iSN5xcsuW%C_iUI1}CnsQFtqHeZo2KF*xyjzYyNYdnm#=!!h`R3C>F4 z)ttu&=Um3%#P8iGyn^>qgmcznaN_oE05@@a;O2Zq1^SP*`Emi+{4F|JEsW0 zgt#E#udy#we&Xkj7k)PJWx^k2-zS{7xe>y1h?@g%^UF!RTrRlc1Q}J)6oW#HFs{;4R zslBGbiF?}%ZsOi3zvA5tPQ2R(!o6}f`Q;?ety8#HPQ|yG{KU7tA>1pc_I3s*uB~0T zSI$#MSf`yQe=5wgg_l@|$Bc7cl$-6CA}O?U;*pd_ET==+7YW8Z{h*9=ZP^m^g4 zZ^E%_1|K@!xktF{n{e!!!HIufEnN0ZICjn8#633%mwgkCT{AfG&OZ|_`z9Q_W^m%1 zZx$~5CLFtFaN?Vn3zvNpj$Jc2am~ww%f1Q6t{I$o=0(C~--Kh=4F2hO=UU;iZ^E%_ z1}A=bo^aVW;n+2U6SrI?T=q>kcFo|#D_yJm3Whx-cGd=$<+G&pg?*}^p+g)s&fW!DT&obNNjy>iN~8JzguEyBHW znz&w#6XJR|gB$xsIc3*Oe&Tr_5$=^!cFo`mCOUr*u?hWKSZKw6D-fNEp;-@=& zW3M%>f2ZDi*E{dA&l9J2{hmk^3|sc^@te5E&!_j^bxxKB_Eq0V)%%RGANToIi1!&| zCt6PS8;RRa=lpCh{|OMfca{Dd!1)$@d?@_H)%?ex<;;h7M!}zP7ymbDIlqMeWDNZ4 z_wrv9ma_r=(@F5xweX*4mUI8oBg{LL9sGBI%5^8d|LNC>+a7%FBZL3os(%^keoN5( zZ-DPoc2kB`ZW)Yz%hhjmf9p=8+vq*_Zll-e{CShn$+rUQU3~+MzB|z8${)CP2k{3} zeffV&lHY&7{G(Q_p7t4aGxASD7xgmo|I9UY`r%^-%Ku4<`~qM8e;|`KH08f_zx>e8 zx%TD%ifd2)XOcaf@3We=a?5^IitMm2yC|vb-{P9SF>SMiYhQK~*M8Yw;Tri@FZJcS zeQ`mTe7Eg0kRLmda|y;q<~4oxzw65Q`>O9}4&+{|Xh)8|m1k|tGgQ}!W!AI%76h92 zmC|lOt9~P6U&JikaMIsi{;+Cx?8AwRCN)gjH*Mt=`zF>6 zn#9C~{_8+WRE6A!pIe)-3m0eRmDt*4%xGD{EES#vEfd%DG<7SVUl||9@5-4y_)amhS0BXDQ_RtI7D(R`rgR=BCgsUjnF5(r zeAC&KBVYHyZ}Q5Lukyejq&$41xv1q|zueyzp*_yV6Z;>^BqdZUv4{4M-B2ahm|ycZFx!c-J~+nruk~u|3dvE$jT&T_1rR~ zY<1?)DBrjC`znIWOwvJrqkU7%zk%<3~Y=a=WYYud%< z4mY~Dr;W%7ZQPNQomrV<1^Lc&=FFU2XdrVI-_4HZhwld89iCK^0Uv_TgeTQx!DqwwfG5@Tgzp94 z8=h3t2fi=-5%8p%e(?R_2f&kR2Eq@59}G{bITC&d{7`sO%~9}2!{@-0YQpft;B(klmJLD}HjX=A<_|3M6! z#dpP;W0zWXY+KQFv0DPy#R`k;*j&p_l%&NIj|Jk16RehSkD?FF{4--N_K&F*7LSEKKZ|%{ze&DSAkjvNrpe#O;6)~X zUvoXokjvNrpbSl!HZ1(qs{d&lRw8?TPDAI zz5NKu4;y@=u4fH1*Q<1$n`^F@=(@wbo@w$AH+YfBpJ%Rznf%9?Ys=(!uebM={9_Hi zQP;DMGuNwhojbx@FVS^}dp*=Grp(-RtdrB!85_H|l!UXmhm|DGaIa^Y{3jT^$mBoKTz7E2i~k~D%>35;UkJ@-j{gW+4!sUq3H>2-Ih6U{ zzZv>{=oaYrpu3=Rp_%+A+Lh3J=oQd%C~IQ>O6Yf?%c0+aHbXCkZh_8(?t)$d&E(r~ zeBir(KJ+4JIrLl5O6b2qmqTYjo1xR7TcGDccR{B@Gx`42WN1EgBD5S@2CamShc1VX zg*HP=pj)6t&|T28p_zQ|=S*lm^qbIf=o!#TXaRINlm)(jGxQtKEzpyoyPzjPGx=u8 zXlOokB(xkFfmT9~gD!_218s&5hi-umgYJUnKr{Ik!%@(D=n!Z*bTG6MD*L+}+8^2s z)i>w2K>I*Bk<>d}tQ592$aFLc2qkL(`$n&@|{4XcqSxf2=b9jA%&_&rqyW zXA(DZ^yTaijNObqB;Wm`bBeLco12X9fp3?YThwf^9*9r1#rU#Lgzv&<9beRZWgx3= zSGnuEjRou7f625PYpnWSe53n!f!=lDv|gP}jO$+MMb6&>J?eU%&3EM&2bz1&wCej7 zTkQE+Qv&tB>=Uq@K7A~wEzq+r+_UJzT*htBnzZ^x%lhEAf$M)6$h7i@rCaB`6AZ0g zb>osV^=)~prshnmW+`bI>3Y(SNk1XoaAx?CP;+<+{}G6+j-J+xigatpvTs^IO4;wn#e$eQu4%G1Z1N1W@7-sC-v`?OwZdTvS{#MI&+9b6P-=4GZmUAg{pR`_eeJ%~u&*NK!JAysd4(ndMet56P z?zMh$_WHD&3fK2Z3)GhsSsxTr_QpW(PK$5a|2dHu^vpGjZ<#mDsy~S`yb&k3&kmzY=fb49eZ# zf84uke_un{lV#?8m-C~f{jlWLe&ot+S{9D)xH*vj`XH-i=P6eGrJn4Qk=?Yc!u(HG z{_a%S`}fQ}4kEkhgCyC#B|9yDXP#BR)RR3VNp|`BhnBtPGPm3Z`cr|m^7Uf9-SQT5 z?YCt*a`_MPt}&&3eSmQpuXq?65x`b(9$-{P*u*#wb+hUvD;yZq8GwJqm(`aseAIqfTZbU)Y|6ttJwO)o z{ZO*D__8Qh$C3MGRpEOsNgHnVH!5FQip*ihS_=;)^8sHb<(q|%>DP5D{+eW}jIoRZ z%Q$SD_3)wOtwLVg6$@@z(kpFhI54m?m$GEiR%@49^_{`2wQpljW(Eq^&kQWRcSVhB z*RVD969a?m3TZQ)r`{|Xa~C2b-N@+pG8x4Omm!}-x5D+ax*fV4 zbG&i{(%o{*%K8!+hbV`95?}Auw9wYSvj1FB`J-FzP3uvo_2ymLWFzgdk@i^cwZ}Wy z(szT|Yad`-$)0Ik`E9hqYo}b=X#3L3(WENf}x^eImx!GCdqcaurG0&RXi+5>*21v;yH(FyQ0`G*{y3*?A8yk zTjd}3FlQQvvRlQT-D<*ajS5>c23lw2Xz$#C-PwWtdG$Nit+yuGuJ>tM-*(k_woCU; z!ghtYx7D*>8k7G*PA4+T7-v;U<4p227Y}8>Bv1Cs$iqG~dGoVN9%JiJ^4gNhx5=|% zrhM2i$+H4GOc^6xHmpB3cEH+H8>TY)HuipBCN`|tvtg3C4ja~bfc^4hrP!}zS+ZZv z*bS>^+SJ0p0As&opMTnAzcRmIzhv`ezf>OIel=site)vchV0iNWq9K|Rfg#<)4 zmF<POt;*;bzQ4tp zxbe3-*mH!?Yi;Q`W8Z>JMvl(6{cDpCKW0oHj90vE5pC9nCApW z{!6nKT2>sJob>2a?7aATVf zQpeR^9n-etcGb}@AJ5&4{&bwZuxT;`eiq=y}Bun_xr>C z?_;#CQI|cWZd?x_9ZO2BTLc~Do4>sOYN)@Fzh%~$)?K0A)?IyiTmQ(t#Mi|h`9%NP zuXDifbM;9|e!uKVefn^+JYR;M|9JhjP|r3G&>{Pt)UW<;v#DcG($S>jNoSF!kW%Yi zOP!iGe0iU4QXLpCnT*}Yq59ST{UCj7>bL**FZ8eKr{@rd>f8PG%kApddg`LSokY5r zR7F}q(!ACg$^rH4Yt7T%Qos4_a|?NWJ8=xSY{i|QCI+RRz3gUxwFi4~X}~&lR#s8| z?BQ1ZckofPSNhLS6SwhvbS-oEIr&Gm-?Yp*#1DrTIm)N}$|oCC=jBzt&>2?C$CmX# z4ZklVpPy$bd325>c}u3IH#d&dbKm}5`$GS`=ul-W7*^!uvNyc6dr^z@OYfY+(EFXk z)O(-}4XjPpr8b#{9KU|y$?47Eh(&wvx0wgq&&GnmwL7(kT~YMVM4tT>2C}LG?5%bO z)A&!gz*;>^oJbO0%$d>hBZ^wCAc^0^*j+vlo@9Q9S6`I{tOB*|^7go-<;HE1CrWq7GON%Wui! z&!xldmv#Sx{c;24^UHs*e!1m;v0r8;^-Jy7=$C2UeY)pR{Zjs4=$8xs2m2+L^7-XI zSicngFZRnP&i?t*^fmhBZSOwabEtmVNuIAeUo!p&`(*>=^UHs*etCDw!Jc6sdhNak zdH&knM!S63+Wjjpukxw=4z_l$OlrUXuh#CxhoSeH!_=F+&d8@pUAt!^$FJYP*6u_3 z90&7@&h^SIKPL7SZOhv~rXQ5=P;GnWVb<|bWjvT)G~zJy<{YNpuWH*K$nooUu(nME z6~C8y&hL(0zw8m($A5Ot&yLZUr&+7xn<^JgF2I!)!0uQ-Y{ zx#!j)E1I*1UfJC`Z8EW8bMTdJ>iN`=r|;`Il(W*)rc&Ok@R$D9^O+%i{?vQuNno-E z^4*EAtJ;JQRgI5X18oiTFtL0*U#kkhGyfml!tNu4qf7d77 z-$$$QA=elm(#>;yQXj3t?{76e`1SM0V)FjvP~|?DjT_{ZTQ;utE84b)msj}? z)waRItmC1|=-Y|pz2Ccg-TwbFy>F1`;P&CbKK-h;-G&@r&wsaVH+tn(+cteg+dk;! zRlY;D?Y)Ot$FI}2w;hJwn+{X&SGDazW4H2LAWoy~*yu8YHsBwGGVb<~MwCyd2p?CRV>iw#= zy%srs{SMZ)srTP$Sp~E3J9I9nvpU7E>D;R}U_I#L@>gadH{!M1!Q}paBL4-D^eja_ zA*1`5AXMKf?#InG%@rpE_YX^BY!@DmFx)GZnsF&{=+1AUA zL6Yx^uh@02mUO-t!8a@?nR7FpFX9vW=ZPKOdE!rLrz`OJu7GBBbI%EX+N-FgiuA7& z1NpHLY5BFBxmJ=SC+)uFL*xU?KlJ_JZ0g~kb(PV+I_rAzAm@nz^7-dgzMs77uf4ir zq-NoNZs$4oz6Il`?^x0FU_6IN3%ohz2< zJP|$@KB}`su65QQ)j1;9v$)n7EN74ATsgnH`+OvS{;W9l?5yE@a{2I*=AZUTdIyEG z$>l?eoSz=C{~eTKur-!-y3SieY3_Ne#>`UMYZ>EF=d_#m;G6m5?jYxsI!*sOA;t=%x>|iqr6fqXxaex1lWT8)9M&RNWjIrQrl^y>;@BH0sl>im5&a;Najp=$n| zcw->DvlvWmUA1D#Lv#3T1u>M$TfvS;(#C71qE-)KCQc{WJ@YM+bQh;gl2S zLfT3C2TAcRsj+&-e%$BT4`LYo_6xo1wqM9=zZ&YB+I}6>wJNFo*hh92gI(#hUlr}A zwpx9Vx>hbsGyUG-)vt~EDSlG*@?$9DAAPZYF)yBS`MUkKLVHzzf2z0~Jr`4bpCUa* z+Ilf{PucTptf=l~&HHVqU-!tH2i9HvpIY}^u++M%?^ElpzEACE)jfYvx~YGF-_^e{ z)!&QrG;QF;dj9cXZQz|NRIW*Fg9FbM9;EJTNsXkRstr>5pZ0Fix~8$^uSrqbKRpnv zQ>>}ZUv5Kx+ZV=|yJzy-`flX&j^r2K%{1+M$Nu&;y3#G)wM^$(V~}^s0&8~=e>yDP z>b*VN+NX8Z)!(g7>q-gwuT}jQ7p)8}>fg|RSXy&vFtOYz<>^{Ke!0IrI?OrC7vJH$ zp0Z9bZK3rv$hwlw`odbepgZrPy6b7v&%H7avK+-wUrPMo$CS64>)~AQq5O?p?;y74 zqhPnStz6&9^(v_rZ zNQ+4~kp6@82LBUFo}JYzTfuAN0L7vTW9-V?4JFX9$e-~4?b4m5I zr|ewn8LMem^nb+oRNLyDPIE1}eQ!s<{I=xtSNV0tlyA6K##_mw*oFQ9tEG&x%C~Fh z9B<=6o(217n`cw5FZA(2{Al&@LiMrV1_xQsPE#LZXW|tB#$6iYZ~uGXm!`*0SKU`VVO7Hw3e9h<&C%1j496_ZK-6; z%RkBm)3a}lN3AIuTW#Lhsug8iDP|xxBG6?|{qt#mj2%Orn*8?l$C$U4WX{_^#&XSi zdf-}e1og=veO5;N8R_E-4^h9lU#y?zQ*!+@pHk~rlT^QAT~j~xqvlS`tDoL04&7Zl zB(x~d@2l#%>qFM9L)5jo^2_U*pne~bc9C8qZBShgG48aEX}{secBrp5Q9pOw1=gyM z{rBQk?>72ym->->s&kC`MX6_-SKlVDzPnjtbbe987+vbkzXzz3#%;{6*T1JX51i4h zIdZ@_?tj2IzK47C&c!|Sy>-f$kK0$M>t9F*i<3B5Jy%oygVj^xGr69!g{r4)q3Rie zs-Cj-@&#&{vr%LByRB{FTK-6Ky?;m@LcA+yY`a(I{*zg+4-)JB1m%B#bb!sFeIoB$ zwroT6Aht*L_uJ^0IsCvlo=1?=6<>wV9SvEhO~ThN!**u<%=Hn=`G1CL_7byL%X$9d zl!unIRGGa*cIPJc5>wa; z&#jzElrL20wqNG_D$IFi=jzjVPmc9`Ir}qzFBSm1k^P1C-Tq!|)~VKvo7i8hV1MTC zuQr`ROrzI+KOMNFT+ZI=`0GmY*VBI5SLH9t8QQLS_YJ+v!MvpX3TZ#r z-c6*;<&?dQI!vH0<9UaC9Da@a?s)zy#my(aUef#?|M8;s4bi^ZSI(mSBIrw`g-lz< z7WZg)KM$V?UTqoUIz(F+2Kn8zZMOM;j3ul?YTM!T%NyS!?v_1t*`lIbR+4^0a>fLk z3yFE`7-2azjG5}5*1Vz~P-6U6kH(+Ou;x|qPF*Z)Vs7VUb6uTg&3lTmF_`hJ82_V4 z=i?84&biR8*=fy3!vCteXyt~*M>TxR`t=ERAwn4ffq`|kl*bATtpo5mdqdZFz+GM=USO{Ryr}k=Mt=I2BR|I;F?8&>6b9pzl@4m6yPJHu6+xqk@ zy5;1#M@_e6+c>9uBiMbdbX(Sub?>1+-z&qg&cuw#iHy^SAYU<@OD(Hznbo`Qdg_+R zee_NJTep=qmss8EW|OWbNmfNLqjM(p37^G#VT{uZ?w7s&^}?c+Z}8l95AC&TY|+Dt zNu4?WxP?!o^Zpv|!Ktm@;`&zFN^%lbzs^~-*PGP6l`-GZB`a<13y&XL_c5~K^u@0? z9b31N_dp-hd!W(WUb&420d6WOlcgN+C^xctlPmrqU_i$QH=ggNAGe*WP zvFfFh7WQHv&NpN0HKw=Iha01d-QVV)wD514R(%DwbeO>x?#Fvt^>5RzvORk^&;5w` z`4;boyh;CR?8=@Pedttws9#jZ!eGD7jZR|5KbhBsyhoBtIW_0s4-Bb`Gv9xdF{EzQ z6>}f1A?=9HeRwlT<2aX8LYhq~+8kb3yfeIzIxZ^BuogWXu<9=2Tw!oO!&2&Ux=_q=-t%_Hb1}2UF%ZcCD3{r+ee(N_x^(D@t-FK9gn<3P-|)$>rjyOD4lhw z8|#yNo($fP4b&%}^RMQ8EX9J9lki2Va^Xkgcj~;q5q>rAS{={cqMX#K-{C9qS;Jg! z;@zuC@4i{O_U;Mj+RMLM|3C7D^>PB`8Be*!QNFR1vy}Cc^ZB5=ULw;m>lg1~<$Kqw zxz21Vs;tA8nag^727bw;w~L#vfwC5SAit(C(5q^sY!+jzlQ}tuF+ZBLm2of?8ZNfx zrQvI>FUV~8?c%J4xnnXLzE_>q(BqWMhQ844jI9pF@eXXpPVAe7ean@Ni{$1MjkO-0 z?b(3!0lhn}_wxHF?Q@jsCUh z*ZcavTb$W&A2L6{e)PqrSZRIhI3sfc)tL=x=p2R}fN%Z|{AKVzfwx#+?x$VmEyccZ z??B4?BG-fYeLn5<&1F{o0`x<>;Ubvv_*n)TbAq}gE0I6E8xy@B5v(}JBlM>Gye zSUH_0Y>gX|JXCzQz9ztfnnLW3Lpp zLY=GV!;HXDTbJ%#yzK{RX?14?)9PM>Zk#~>kkmg*##;}|=4tI~p%1E=%X3HOhaGS@3$c6XrUgYv!)@1e)VlntRwE=-SKQ!8}ghE2N%_>fGX!%O5xI zXd%mKWFFQq-?fj>wce?m>|F=A_MhEgljm*q=4l=D3g$%>^H_8Bc&O&;IZ*i?QTzqh zPwPP}Suf^i7V{*ub{Ok(Ky&kq+?-*|%@VKuWoz}n82q;b^OOJW;D3N*uVr)lFcXPpp1fZ<%v%_nnVD*oxGA{|s2C zFTsaeiVyXjfz|83o1<}l7vubH#`&)q=l4wAo?f_qM~|iVK3L+8^CxMSjkIM4No{FO zupVYzHDh@rzp0IiX`7{_%_(gpf9q=M+dr*e-3;pWAlDz022p?2TWwOE=GOaXrhff9 z_fWq*X#=tbr46imkv#fcbyj<|r}a1O@-yb|)wIoYXlk8jQol>7-|PLW*S~qx7whNG zW50fH(N6sW8C&;!w0PT-)_}SPNIxU3qP{g=owtv*9=_W1UEMytA!OhyLGO_ie&K=lUzh%*}n}*tsRI z95;9ND0GBR|F4_tDfRo>bDcW>SLV9KT+JkXG?sH+(rcuzGuP9(_h9FuTGONb z4qVeW@qcdkyj^R0F?{lxzKQ>>N?y~8;r%sT|EuP&={36c)^z=EmA|HM>V4pvzRCC@ z?s4#dQ zw2sRs$Yt$5s7=Q|u;k;JwX9FWsa%{cObCFOF~5Ctbq+;!D>w+Aw*XYaOp+%-%|>CjEd^Njlsyd>;4TO#b9^ zadR%4GIn$MufycAyEQqzY*WJ%a4@*7-GD+=Y2gmqsUtO0shqXario+VL29l`^l{PHTdm1&y(LMpRt`Y ztJxF<$P@bhp<$0aDD0W_FP{Ba@)*s`CjpdB-Skfx5oJ;V(w6|6{ z-FD2T9p!iLZ^uoXQR^%qQeUwaHw&aX3uS1@jWMp{C;=4+1Odh&nSz9G`zI;~85d~D)s?6DueTC8jQ z0pT6k;WGC4x~}0mq-Rn*&r7o|TbY*5*>6^z?$I-dxA+gttJC^` z^{H#OdUfg?x{>EVPhr0r@jrBCt^bzR8GjnO_HwQq$Byr0FF1SS@SKv!>>Qob$`<9q z7f1MSaQ*|F=Wmbje1m6Nz1gStG-nF0V~_T5R+t+ZmcwuJHgS*g$p*VR`mvACFlPw| zleHIFzPw@BH8)l?)1&(ew3p}$q`gF! z@Ku(wHHm=bLM>1-GFCI~lHcg2$|t`SGi@f87Rq7T?cDqI~05^kQD@ z9z{k!4RFn~#$pn7SxpDNF%};X+Bg->msJ*8H{c8vRu}5Wj4yq}M+CBUNGogbH=pc!sm!ph%ut!=4YeS*06&<5^ z#(d}v-vp`je&UqwJa9pm&K8Ao4$ zCA!#aWFT}=4=r`2XL(+LPJ~wO(MN!DBHUhdvmMx61^0BY7m3(Vweuv-v2AMS)K6m3 zDi^S^4zV}ZeHA{@B6X!+KbX$<)OiL+FTQ@IE265r@`p6 z_3n6m40Ig>Mv8H}^x$vC*9mBJ479mum8I&0pH9Vo)&&mImEd1coYJ7DUZ=rFXVB3- z4R+W7eHJpFMfWP>uP}8%Vj;9zNE>Arr)W0Z3~0=y8oaIWffmMD$1M8Mpxh{V&!kMT z98aQe`vjY|$O>2HkuLbKawU0)4p8)lEsT9rNi5|__m^iNgl-F=&q8Rk5LzvS zZVRE$LTIxPS}lZb3!&@6)U~A5q&10}{+jkY4G%d3FUi!Kz4?^6zxH}r+5;Vz)yq346oXg!3p{?jsmi39n#-MO`)6PigHLNQhBuN| zE;OG_x`{M~ltLOpx>i1*kjGTsm%Sza+MW_3dl)Rfd2TdwoiXaQgw&cy%d`aUAv>qx zGh>Q+HNm?}^%T`aSRNUwOqjuZBtDusQAZP;9)rajk3SA`m)N$J%9`i;C`&H)gtwTP z505h+p19=S(f=L+fxQ8Qj%$d6e}H2-$2^Wg7Y@!{oLf1zK`#bB|7pUOHO+rs&bj7; z%zMqkPv8&2OMZ%-sAC{{aQrzkdDaG>(DLQ@CiGrOGN=)0vYxyg{vh-vblwJ?&rl6+ zcu9}sdw{X8h_45)xhu2kk**4ez>jSXJrGcWYj z2AznFEnnm>;@P2V)y9tOpD{@v245KH?$t$m#r`5OfDEM}Rlm|1G+wfXI%P8Vh`*EM zdxm_)e@tS-w!m|w{*sTP48#T=#=IKlKEt`>S55tomJF#XEFDtSpwqjDlXj54j~~kK z6^lESW36H!4x`?yyZ-xMTqHK(*YHpA%j;(T{*t+`jdJUmX99MlvT)>_==Hk`k-G}0 zb1UUlm=p8SpBwx%@jmy2S6-y7UsKj@%K16vJz8R^a+X@EstI^OwtF z^6JKCeJ7T9bFHK-QX%P^Wv>5AdV@aY`TJ$Ad?RD<7V{!;!bY zC^4KF^Fi8>+0xhkx&g>hmm0`M1~U8`14W!|P&JtlLuQpuV4l zN2{Odqv2hZf`j$cJ%qZqBB#k-12RvDt}g=|?9c-NBq?S~fcJz8ykoAe23(5uzvoo&_TBcwB=n2u_5 z=&+IIuwmDk!-tJB#|#^99yx69*z1P<>)27lelzx=_{=2_CGO+i^05yOTEBQ_GWd)3 z{1Bfe@d>qyj7a(W)1~c%$Jf%2_uiJ0_|R)36Cd*H)C9lD-U(H9W$V+VpOH3@u66up z@ohEl|9{29?f+BtX4UA;s?nQOqc^MmX1y8p`@f?%yRtlgHxH+re~;d57~^mxDTWkE zy4Eo)Jlx9reaCQW+?9M>uz0ZjLghM`kC*r1<0{v|e7yV{>=!EhKETU`uLtvTx1X2i zaO}^1QRKH@`1ttPM2U|buw$GAM^A(1Q(j9>)cN(mf<^n&U+%V3TOwq+=v z>1T-^LgtBUv1=T}W_GQ%gJ8Qsuw6rJ3KcP~`iJ5V?Jhi8ox6dwlXQfnA2vKUWY~yY z_+>8qGPf`$v;N+ApPeI6pTqDxnP;+JvnHN`-vxX)0=B_`t)suXU2EAZC}VK>3n}lt z*HGRH%KK1IdHH4d(?g&xFa9iRu5^S_54M6Q%MU+5v27FwYN zYf*Bd>ZgP9e(0baIuMyGm<}9$Y8jr_=+N%0my&Y}NgGHz zNedz~>lY5X(zbVqv4UTG;z|E_mwNWK?e(q0wT|_^HogUvYhgd-T2Hw)1eNQrjqUCJ z@~-!fYbozHjcc*-JwX42F*c(~Uwlv5dX99h<688{rXV`Nuem1`UCzdKqZZF0Rae{6Kf@bti1&7=i9YbV$wkO3y@Y7)#oWo@va4$SU)s$f{Z3==0B*wYG{q zzh{om-%@aMgyst^{_J|?y2Qd;>|2yIg<72TWcoD=J&sDhD$r$hasGYYm1O35xsG9eq`_|rz>YaWHqxfvh$Xnf%HSNg!G37=!_nC1@~;k0rc;B$2qLvhD7 zIm>O_qaQ?P*nwVM?zN^W^G-e->M=1EoahT(m-L0R_*X9foXNj$qYOFtx6i=8Jw#jM z+i^X93h4h_=vP}=!z6k>=@-EOz3J%Q<@p4^4MFtssC#Kbat z@uqc&RU7cR6rOe)e&J`+RnIc+iC?OhYj39Fi9|o>#pd5JF2wULc7h?w^KZWxcj7Nk zynp5|D*NP~L(eCB`gQJ^>=C=0*aVIvCwA@$@pPic*UrTzfG)5TeZF>$T|mk$aXZSu z0(BL4cS{|_4@lM;b)@@j0uslg6FuZ{WX|XGL%Tci|8C}-a`kxe`_%;nWT?$*Xi%+j>mqX{ZAj^71{8F-stS0?Y#QLx+Lrf_4q-H zeqY|rU6)W*r@y=VcG{vN6ME#hmwO%GLDz|0v16jWCrggBu><|5w0$x%|9z&;=#4;jO~Pie9{e|m|BBq1&iitdHBg^|*>->% zc7hxJU)%Gxir+8gl`?Hp(G5eF_nHQ|2dRUa1&0J|dRzT|F=BJciqB7!`YoV-q0~?I z$J~ld<}@h+J#m^6;hu#*$1-drd1|ybg*;!yA6V`$!$vFjdl@Hz@2By-c96#syOOEl23UW8;L)~}Wt<=viQ0sTTfA3PU$z*)6 zV(E=ylX?HXrGMgj&IdnSdKcGc-oJlo57#R{Sh;i!*D)U~UuxmF^@9hNKE=^zpAkDu zz(yl>8?nuZjYe!UVzXI85*v-!XT*L}LK54~+QglTT6sbj>ScFg>@~jr5I(sNyWT?Q z1Dbtn!%YhkAHt^fkn@K98w_F_T9~*K-FuQ6>TP1oFQ9Ku>F)ovX6HRvkeCv`ATf*g zgZnGi-`-oPd&K~I{X+?k`ohQ7&)PuRNjgHR7@%;UHu0CKhP(r1vbXhWWvZY|g@%;G z3d#~Fg9E;QGd$OcEl6zi&0G)S`sd$OwpNg?m2Yol?b5G!Kb1Lj1~H&y?j8+at>5LF zyLYc%+|4|pt&?SaQjZh+1#_CVP8JN>GY0;>nYmZqX=R*_W}Y3xJj=YOz2{|*XdUeU zUzn4(4*SfXwk0f5BO)?6Z|8ivYK%zYyp8i@)es@E7<#kAnL~!azvJQKL*eHM@O2Aw z$T0S`39p<){^C=?I##E(%onF%0`r6TRvge7oHZ_=59T&?sI!3c2e~h?U96mszsq5Z zVNKkfp|Yd9C2u$kit)#6;t(WOsx-o|m866dsXyq|ZI^x@9dwaUC_ zwoUT%H}1 zUcpDVx`tNmfWNwwFmE~7=)`*FF^;Zs_7dfIpbWeL7D}ft)7Lm?`>X z_IMM=OxD*n|IoMJUcevaDC?GM^>N*+wBy~~1~5-;#o+EX)(8#d{6e16b8)58^BaA9 z_lw_u(DUgsd(Uqw?&{uE5!YQeYLe#y>oLCo0~N7`)1$wu+s6EG9qSp6acyHw;pY~m zvE8KfD9FwtJDeuwa~tb7t0T+iv_`S-t+{N@4(6f{@i{rex{fbN65Hgo-comuKAv@p zL*1;G*7lFD9rt5x4z3%uTC?NTR@~8T10!9?leu=V_u@+CDfst4>9JkALM)?8BU#%& z#1cz;WJaK4g@4r0zAK37oT)@O7cElesmTtHtZ$aMBD46;!}Clv!nvs!+^R&H&;`%7 zMIB0zSW`yTXv$P0owmK36ZmgVrr?qyWnL`wSXVK>dlq$%q0J)Jl|J4EM#yAdsJH`c zgg(`zGrA?F(8tW>V%JKdud^~{eo--x=U@;M`&}&ohj{U^9HZ?67ExD?J!?DmtbFza zToA=xVC;KU01v_M!rMBBajR1X{f@qqx^#e*WgN^@LQU8@XFpGwqe=~yPtonxt1)2R zQ0H@dA4-t1uxkN(^+M~tV2aHSB{q^+b~XC>-7D6qmad1D#*ETomaaUdu~Jn{UEk+O zorW(i*|L!J%{uBTYn(Sj7rPk)*FiJwB#(Y@w?}_xw@t3WFCNCdcAl>Eyu$bA7&o8e z<9N2SWXneM#vbVRm>QbnIXs}jhM$s?e|!I=z>|hqyrY!HR@%x9uU|%+>;Y#Q*2QQs z-P)Ehe$4hQwG~6U9|4;f$ZMK`HS?_JZ=($jr`K#T(8g`!B0bX#M)!0>th;@O-eV&l z1F7vjqn9C`Qu^+HwYMX_uICN`xs% zH98H%XJq}G^Y_$w#$6I~#ZY&cdWS3>HlPiEiBRerrVDL;>ukxE8=2#4sfYZ#wqhW3 zH7uu=I%Dt6snri`kam}~!Pt9alYmhN880tF553|;Ltit-8%&W$6Aa}hOJr12!Xq^* z<-4=Hc%9Kwr@y0nECxRzxM?K&%APc2h zBP|~NTwsIGg)@gr^O?oBi1oF=2W}Wwx3u8mBnhb>4biWw+#6|od2ei=c|141nHPdZ?Wl(CdS3%B8Pv8 z{T80EOh*FiEL+I>!~0l&c>Y#b{aX7tDXVhSixAMINr{+_^xDeJx6d4*W$Y(zGpw;`WIY_@5%Z>H93phS^;*xuLmmce4~Ey)+-l!{5`1a}e~2%g{F`yB`KSB}ydie) z7wEf<#G7~yx;#$bZ>L{#Z;G^RPkO+URbsN7G(=jSJv^tu%ej+rk*=65yBQa5BQfyl zuN?lvefMo7kvqof&8Fkhk6Pc46}x_AE`2ZiHCDH?-j`?Qb$Sc^JZ>BPv57vDbLk7| zmu%$o6nLcE>&B-*)}pEOiC+379=vP+@82gatZ~#`>W>JmKV&UmfBhkP0KtR*N`JH? zUuiKtM%f#^$W%*IgQ-?OuiLv!WMzZN3y+gItsVX>`(-9iQ0CRro^97FJ=>VW8=!HK zB@ei+_efse;W;+L7^9`_MR+6miGPC^8B=Jy{Wr|Nqhu~NxZCFwuLK!YJDV8wD?lYw#kcp8Jixao2a@P4H>)OY`~8smQ=8{(CBOg34NJ)xC>< zyYwc_Hn>e^cD_m(;AaiaadDP=DZ?)KXFdFN`9zat8~eNOLibfqU3S4=1ru(9ckJqsY?rYJ};8YH}8!`;i#6 za_^k~p6C>!w6a8bi_j~JPt-ZevVw9fpd87sF4!;Sl08aO#6J)JB#B9qh0by^I?HDg zUG>l3YOlYJa*U!J<0(hRYa?@?NzCLvdk<5V1OBpz|6eb1@o@YP>){82O=OM#N&Mn2 zAeYq`UG+O+q1DIAW@V8INgGH$8n)NhykpHh1fM?j4mOK-N8~yTnf2K*zBRU1>bf0% z)T@j1D$EzJ>vYX`FjuBPLoZNnSx0Y$x2dd6%VNF1Bh{MdK&J-2(P-)Sw2QQZ)>oA8 zfD+|x0|!M>cPDKj|?06qa*lr!$e;OCYW5rr?hS~;Blb0Q~a z;^$_-9x)o6`7!cAC*$uNvV!E(gb#$o1~^E5#7odHt>`=jTWnKx+WMl!v{xjU`K&RL z@n&?7A^&>v9}89%y|UOQM5ii#vLhl?cjZB~vVi}dGsd{jfnOfud^rCW-}gdv0^lqB z8dP@-$))JLWyoC%(F0BaKZ+m2Hheg@m)-Wohpfpt&0O>meza%sEs!-vpGwRbWQXbv zrS;o4i#>uk3B&C5SH(#PtncC9N0{Tv=>x{akQT;P0c|dI&Zo^qe^fvlirq0#2P<`u zvX7@8U6j9FZ)~>u>(F003u#;5dZ-w!tpAm=$$EZ~`$gY0LJf64L*Jdom*YC(-yEdO zHU1bI)zHF*5M^&6We&7u4EV!}Z-}&|3fB5+?GKRuzmFc^9`pfsqZhafz3zNsH->9^ z-6+PEj`aB?W$RheGExiaK~foMBk66@E2RCTYSK?hz4|cp3r*>lj1^$>g5Oy=h?cHRvKlXOM?JqI|ti-_XWf(yK#1!FB3F zhmCozd-`pT;`?rQ*v6wJh5duGVFw5KK+AdO>uWGex=)yi(0XJ$UE)$rHa3}#LFvo z4XhHsQ=vQFJF^r<%*Ej$o&_QH zErwFp<89!fli^0sX>iGK#_h(^Fk;UoSTd0DrL39af5qHvOI9WjbIdv8y36wYb*wWU zihSP=KGLvPI{IvI4t~P!Hp z+W?tWtSERDyDD$hV@z5|We({_1ac(b|L2Lp_aj|9x+fA&h9 zu6*#zql^Ki_{ZAwpMu49!~c_=WA~o`-->^oQoKle_8jrAlGl#j?_$1@7;%gf5%$62I85;~PJ z=u}2;Mi*a?tx0&bj0-7arW&Hfs}tEt@)vta1aV4sznbng9ZYvi{xY8(trwHv4%g!2F{UGC zGTzi!6Y|z<1HSpjb#WH3I&xR6GjeZbg7BJ-9Be$$W-a|C{gg&qZzgS2Bbqz;H+rcq znLoyTT(YH;@o%>(l`%%eogb>WTbciq5Z4l2(EaH%D3wl zpMSrMN!HNKiI6__^B!3Pp~*YKpE*aCN~^7iYp8_}f6V`$BaU7(SS}JCy&IlX$-M&3 zzeM)l1E1Xm&s~f?pn~(s#Mx_r=ic|D#JS!Q7jja3x9AZgp=lYLzt4NnBYL5==zzp_ zxfLw%IZ5IGiF}rcZZm%(dg_Wh8-AZR(c}C&eBwaLEV15u&>emO4V%boJG>9Sq{_AW zSa?t@@>?wV#KMPSk=@`yI+M4Iv3~#_)C_%2#U{U<_RE9sJOb_Sg0DG=lk*4C^Yo4I zoECpvy`RH#?5l4nIirC27$?=_(^B-{{@sj0vDMrEJfY<0)J5`cA@3G{%)O`JH}=&N zN(A55z;7-vhn*9CBQ_=eDZJoo)+{{s()ZjKS^psXW^mK@+-1%O_m?|Y?_cj+v%kW* z_Nth9%AuqZ^<+|sPN%HXhbilx(nq^vQk2TgvSyV3v(~^QGM910 zcwSkmw;UR%3@9vGtLd9}(&tC?Aj=^6H0qoynU19boE=%Wd;Hst6h2JXc*+_E~t zQiAUL5y59*MFZ_CnD7?#DDSU~5Je8EB|R{jPIwq!Aj5v+TquQZ<@p$%mISQ+O9#F|}AokR!F<|bA-eIPnB z>8E#f!%RXi2k1M6*fFV$nZS4vyj?^4ivJ7Pa*o6eY(xLmz6%?l=>5^TeIaYGW`Q}$ z(-6w|XDqeNWp1E9#I`4VQDP3S)ekhuSOxEKyt{iF7_ST(4$zC2e|Q)}Qg0XY<09sE z9skql?&a^0?;Q=I>kAz@jQ`$&-tW%thesKzLbnO6*?ztfmjsS9PI(>4f(4RMlxhm!)d@9Mx;UzgYO5V1{yNUT|_e z$D<>oElP8d#$S~XU2ZCC;8n(FH}i^5e{8QGiT-#L`eQY6O0F*Q)?9t$)ZCEB+jCX) zBYN~BA7INkfq#tX+I;IBV$ijPd99T3Ey{1y%3$=iq2FjnHzeabkM_vnntE!w9$C-b zbfdCW=3xWxC%rtutH)pStF`lyPwzxdy#sl59&+nkBU7i z%`lqWb~Wi;&FAmSE92O1|Gam|n?d>DgWQvb>^rT>p!p_7tX?GcYp>PkkKB`v&j@ya zDzO>MTB*_agJ}MI$e`PJuaz-727eIIqXc5Xix0Bwy|tKp4fvJ_Uut6P7vWp7nEWI@ ze3FbI?kyv~CHR+^!H&Huaqx+uwVeExlHWPMZ)Yn!&4~^JOyg|gJX4KwmUGNg%}xhL z%G9`o#JF@ep@W}^pY;LgOngyi;&&+Lt;}UJ(c#E>xt#O9oLf1MqMY^k7>b;cj9*1m zgWb1(8+PquYJ`UUM@Jn`*tjmrGFpu^QE%s_y_=AgBAkGIZ5^_cqpTMzL%vwXQRZ!Y zPak)o$2SJ`Wos7>K-Vt4K4KfJ)Lz8i2e%_4DMB2WIF)|UJxENg}Iv;Is z02AK}4Sme_otO0H_WHiM-5O&i`gEVIzmUu;5JzE-YfUW}pdqQG(Ws%e%DGZfy*)*Buy6WYV!&@Mrku_|^3dw@->;{`B!-B@CI}eCR5f z{SvSB%j|+b&M`)WrduiZzwr-QGf+e9d@Wz{&xljewMRB9@v7Up`nd+jI<-oN-aHV0 z*^Yi7s~`P9VBIWh=(KTVX#QxmU^}bv{9PYM6gT=aNL94k8&z zU&BNDuEnU0xw22owLZNZ8!eSSEhc3$XBWVaru+AEoDsC2qwJ9gPt^EO8vUAw{35(4 zlm6UAyGZ{!InI#2BoQxATSrRl9xe868$3a5fVZ#S)9~g5=?4?@7jxmQ_WjA|_^~%= z>-Vv5K);drc%p;#_o=MOd|r)q2jcCvf`!BmPy;fy-=EX-jOxykC3jY5~{Qp^OCzt;p zqW%9Q|F7V`Q;^eqYno!~s`>ABVxk@7zlZp*_&3OZrA%Uj2;)DYYFP6t*dXqsyc+^ArlQ^Z(MDEIxMWTp=EE*&V2!~3msaixc1hQ;i+`U`bberlp4+7T{n$n29=@nOw*_IB z0^%CY0=vu%!Y)n3F1nrka)Ypom3v@;EuvSInBRG7l(UAT3+z(BQLu|(5y394L$1Uk z`Pd=^iv;$IZ3c^=%nuu;wLXO@2uQ`s@t{(Xk^>i_UCXa(?2+@KniL#rIlbg~|W3z!>X;{t@_pxmGr7 zVi>s3%KDg-{7=eS&D=%qon)i0 zomy!lnU5SISI|z+(5_jmyRpJsqzpQ~anMHFiwiEb5f~S`QMEQwgW70Ev2}monY7W< zd?RfX%9@_OZM1+k%91u(wV>ZNdL80HFr+eCmPg_Dcd~1)e*-aa&Vb?B^Qv}nctE@2_Y;PP* z?6Pg>Ejsk>gcH!HV7`xee@~OoS6!Yt)olr0{ATm8(}>S%Tccx*_z;PV&`SHCpx%NR zZVoML^o+^!>>et6w=GB%IU`CJ(Jb`d5w5U@n5jzEBW;rF7gf(K9K~ij2;Jde<*m1W z6yNrj&LK+A`E;d6eDTih$o2@%Xpct!qoPB^ZrO>QQRFc@^l=VbtHd?R(<>`xGB>qR zZm|oso8Yk=JFs_7QX||JQhPZ2Oi{+RJakOU!tlv5nvATc>cRFZI(*^_&57gKq9g8K zd{JVx?*3m7VojN1C{Ao*jY5%rpxZ{$McKz>9V7-BX@p@xVyK}oal=jbCT@TSC|p~) z)_f$n9-%5@-i<(?8==fz$(orHx&*I@_Qf}a*hj-yQzZIPY^><3TAAKd|S@@e{;_m#+toOOX-KyXMdGoT%9xke^||rygXf*=SlF{upOMU2YO>B zI6>w76J&-<_HEYH?eB2dHld^bMTEUkWzWWG>)4B=eeIUwP-VgsW@MhFS)Mk=(If2p z))uaM3Um(7ee?}`UiKJVLoIpOSa&f;h%cd&qm<`$XiBrAVs~Cl-XAj##J^38Ap#y5 z_wqO}gQ*T)&e})O)1a?MPjjd#!`-qvr6fZaZ-Uood{nT8*bh$N16VHDg=@jUd1``Y zSN$<#cKLQ>bo7wOm$Ng7J2tvB#)3aLcFY8)dGC{~$uv7RSj+EPgtzV%` zZTk4MVrVlH|K@S?%J1nw$11cVHclzC_@$0hqD|05?08p}DtM&6ZeRI@&@H zEo>MWRVD9=Z%mdFZ*nPdUc2z+Rl^%H!<7tqH;J}(!{_g#4_*#Y-8+%tz}aq@b0wDX zr?joa#r)GtquipK{{lbR5RRdwFw)d)SN-gqL%Tnj1AI%Wp8>p1adLJNJlr zPVNi%8?vrO)6rK9%Fcah(3D&`q9->O+Vx9CS6+b+-a44HthT z{L*5v{l}Z~)Im#Am$&9@LEP zN!rNGQTj|zf5^UkvpJqHGxm{p()ed8G;fHCuSyLyxMy%o!v>sgj<2$XvfmbS(OLMD z^r`r88L-REAlXPVmWXH8RR*umC)SSW^qBwF$v+R$?)m63G+UP3lXV|*kJvhz?vHyP zQ|_ZbF5Qx(#(4#Y%eYT3jju}QzoRMFX7;HXjZSoo8QllxV?v|cV=3!foSQ#c_s8gD z_P3*KvPQ{ zxr4MpF(c=h-LkisLfRSQvkPjpL!CF1>PfP_S9b3Fp^k9EJr`iYDmmu!h;EGX1b#qM!PXJ{^@ zeiCQrGGWJIHy#qTwYgb&-s(NcIegM7E1` zZ^cK-O22%_*gviL+u<9CtS9YsP*K($!QQyR&rbqvAoV{^QWR{b^oO*A#ITgMP#Lpd zt^MnJXDzv&eTPWXNfSvUNdrmO#NXlPYGNP$4nMfW-#HilJ`w)j%YKn<&pe^=_jaA1 zzay(?{9V?WaDIuubAAPXN8b4TUmUhYe*UiX;qOlhf4?t?zw3Scz4JTFz3>*JYlubo zx(Qjr#ZhQc$}@&zfWMFK!{5ij-=mN9G5q@u##hdHD7K9#UdiFR&c?ztEK-lkV_q};Z3!z`>Pdb}O}en0#@3H}~4 zuk0TD)L5frfBaGLV<5>Gj)5m5yT-=;IB`I-PRZ%OPh$pahzj8I){@Y?CNy|JjrJZy{+Pl)grB6tyF0K) zp2Eh~8=++E2G8Y9Q5xX&T}?def|sDXKn7HQ(%3;rm}=kA(kf>tkd- zxEJ5w`?C-2o;}@FKX*31!9nX|HXI+H`$4wYwv5_5;K28KJv?8IDRy*6Ro2L) z5_4e9sQqFSe1ZMCSZ8O#U*GAVT%vQ7vUNb)NduG>r>JiS^f`lZD;Tx|9+0Gqb(Z0; z%^J}hXj8i{KI$F#N(APDJnH6UE^uOt(b|!tj6dmP(XGpTE&Qq&ylOBS-5Z%7O!)r= zc>c$*B*2sp944^Fgl9pEFae*-6~JP+W+rXZXs z_%WD|E=eWR&6w#)|)epKbsvYP;DWZ_RmYiW-eGUz)P;gio?K)@Di|M$5mKy*nb%-t`HugVMW!V)3Bm?6;`w^ zOqlykc#*iT8eX(BCuG5|df_920rl{S5NO~bKVIBmP$~=IJKNa*YzE`^C(N@4imuZz zqwt-dTy*?Vc!c1_2jD3Whw0pB;3?oW4L1tE_>6g2VoFpUnV{iD@kt8CjSqtxE5VH` z=ep{D^!=-G<2~5I@rnMsapU$?*X@579B~G$@B-LBPmR-XV>5gp7&o5r<3{+Oh8yL( zLw$IK@P`0yl(zEW#$i|B#=Pi%3~r>%SK&taXJ6cyXX+m}PJ2*rW5WMn+!*%{$Bnb$ z+kJ6kmi~VNZj8Go+_*nO*;+^XCFv)m2S^J@z1b3rTaPX&1f5bSx}`95Ozb1O)<6sd zU1dwOqQzJeT|iUPmDsU>>j2NUa{kw_qXXO-z>b1J1K6<%{vtXb8#*fNk}Imwa|f`a z8=mh)M>I4DKW;=npy9`R;Q8p)G@d_D>G^~_L`U#XthWfpkZ$zQ!uLfVEf}&MOc~(& zuOa(ccb|qMhhD;w zBf%E|94Y#Z1~Q9^uC0-ua=}$eMD>*ky%9#a#qoq zjv%jepnp4|5)TNy;=}w`;sxb_oy6x#aAhPqN@?4(;J|I*OObW4HF$S14~V}zv2*5# zexQRk|FbQ+O8DiBC~O+WaQ82;&7DPG^L^Gz3D$f8*=VaS)FgXxbRZY)|Jw1#I(&OF zooQEK&ad&A>Hue*1>cHpZ+Y|gG|VaS9D*_D6foyhFlX!xSN*^_S7XkV*o2y>d3|o_zZ?4}?#sq;uo( z7a}#28cF?O&W%3||3*Kc;y#!Y9sQ6f;X(RPc#xU@M)Us|$`MO>2Ec;`vOX%L@>Gt3 z&-9S)RBT@!zfD}tBW4NqZ;$5N5az7;XZQ;~ZfQ|vjnmbzoOaeu+5WkEqAec2B7VL9 zwYVZFQ_>EL|!DM9yJJSod&BF>x0 z6XVx~Sl`6e^ZSX`EYi$`Hh70`0qyRqD|<-ot=Asn$U@#eG=<|>+VqI&80lg zQSNuF_Qp4C>}`-?Z|uwrw{?>D8{9iLQMr8oK&Y*gdjGFjo?Uv^Xe&cMt`c8J>~g=x z4)yPhvmY-l+43j&$_a2!C;s@e9K`lOuOCetwBX-$mpY`m6`e{KexIU`Nzz4lZ~yno zCw02mW{WzwdHK1LEzh$iECxTy=dmR`rYLjFI&)el@i|VWD?PcNmTu{UhabmBuM=Hw z4DUaO{zm-wI^kt%d_f{>2y@z#l*VG-X-CGw$CY)3N>4HV@^UTqIPrm#SRCzqE9dRl z4vg#-@4-LX4AzXsCiaXzzCq;VXTq1;(DBB$A!G`b@Wh+ z_h(bIb0_DglI)FzCE=Drc=6NOcQqW2(OW*8Xm50n))Uju{`lSaja&zQJq7({AoxewvFqH_)4=AR_F>K~hW zX!n-eT=iS$5qr`fe?sKzoyRkB&)6jnMWTk87qGT@2m58qG25HnIL5X%Vq(1DML6(5tyB#GnYV&24_py_4uu$!O6zANiBp3&dc z(3rH;w)gOz4L`UvHf;NO7x`-tYk>xO%b14?$&>Mbu6uBu^jS8#;d_~@pzzE||wPPg=#PTQkhr-nAm+TMp)*LwsyxsLrU4%1(K8LF=

QpA;>$APR^L7z=!)iz#1{g39`_M>R3~4Tn9Tp4z9|L&gyD(h*yF9(;~!d8 zQ1UcB3p?>ykT`Ycsdth1ER4kOJ)XV6;2|=O79f9%55rCTL-=(%b}HdNt?AgH(9`Sj z1L@M+dsyp>Rk$cAbE<(yO?riqX%?xzFE$Z|K)tQoJac3XVQLA zd_Qh|QbXX~*SR*ZRfGzPw@2SbeuQyNcEerfwI`fd0CSN+HY`&F^*h7ZW( z{`%cce_wS4^_7#kCzg0g!)ZH-WjEa4p3+y_z^bM<>D&96gPBje_T<>oT^vhdi5C-V zT7jLoeWJa`D!iUKawJDhW`O6)+LM#m3mchFyzDXMT&J^~%&|9S!P}jzn>&g9dAp*! z#J5w5hHJFxR1=`hNU!}hUo0VM^U3h|TUd8Cd`gtXPp`|wCea`NejEP%&NuS!xWCE2 zdvybyo8aF`e*XOtYXO9RKg-&Qi_F~>{`lPgU3o!(e?P-|jwF4IHyQpt+3#Z)2JbvW zTRzKC`1ebFc)edUHi^FidkmSR?}WYreVwKF`nqL*uck8_j(?Q!U9Aro z?{Y5fFMT0=d7-M)__Fjx&;NkFki7zhF9-TUVh3H>7rMXM7ZN+@tF?2%_jADcv%&kf zgZpP8Z{)JRBvkWZxos?R2C13UNP3p^b5aFq1u2g-lN3!#B8?;UW{V6FO>&t>=h;p!B$|V^>=d^Oo+8|^IVx+4&O@{Ey@XHY5Gd;uiT$35N zR=K_;LvUR)-Tz#Z9}G?h*CJDB?`SdvYX_$BPLK>yz;!@|7%k8IGQ?Td7567Y+{XQ2 z8NxofKN&*TuM9z4N6Q<^l`;f-XgbqaGmH%J_;b|#N*Tg$d!qb*2)F zSd$&Tqcn;fA#y@7?}*IcR0q1f$S=pS4R_*a6_6=x-^O1kU1>DJ<2|fDE2gaNCZ(qk znc^5_--RsGj$9)49+53XuGoHfNP}SYkMMPP#xGZ#K(5$+cz%Pd9~Rl-6=aLCzY4d! zObkBJm!zYE>a5~F@R(h+`EuqNkpq`U2$hNFN(YEW@d`jM8vR#^g{->v!yp zr?(9RTOwyDp*hcF$2BnX5|deFA8OW?;lqAep73GD zbe&*E;wzh!c`NAq6QXwj*M?Fivp!anDZF5O@!bG}Xtui}-*VNzIpxsqAI@~uKX3;! z1#2ts_4{z_z=uQpK@KRxv^h!eL-2eC?_0K=HI;>fCg(2Tn2j$-mdF|$`;$9P=nc+I z@S4owKDnclI1pCy9E+}A;%dsCg@;2guc5q`^JiF3xl?>a-XDn!a@|s}krw|>;@LgS z`pM;7OZ+>DclSfCeS4?MKB=;As_daEd#B1isUSe&(#AMh&3dW;?^Hk=Q8u*@u=b3v1&&&9DCi~8Y)7$3S zI;-rBgQ=Uu9+kLVeV<(`W|i-~*c+u^74X<}^_y{PO@q$T4sKoWTZ@KU!Lu4}ZBBu| zFs@U;obBk)MCK`!xJiE88o<4RTLaGpw=VQ!V!^HVf|I`qxBe8|di=ZgEmKx4?H9Mc zj&8UwZk6_$#6M(RzD+S{u@^hRttZgI97bR41-D8J^7DS&8iP+T*s$_A&#Uo8NJ6hC zxHVRr?~NL6jYYpGvAqSi#^QG(=Kg*i7zUmNCAmzY1wT!LEfta>jZ1i^Lk&usmZ(?34p!%rIWOVD{(e z`xIoG5rd)2B4~iLfwYr^Y_kN}X7O=9UY7rgj!?#lo%+jqSsT7JIgD+y!R$Une`g_M zq>NNb0&FpcbhGp7>lC&5k1v;{4CFx#8{4_(|%JmnY>`=`-G=4N37!5 zg*`7E9Y^Ol(Tk{-U8(ML<1 zhhQExCFCE^qpW@&RRf0X)rEKuf{&Lnf2LrEt)XA7$Rwgu(&=^XZ1~g&Qh$6({CkB@ ziLS$o9$x6{JTyfN5)Ci+psQspu+Czj_tg*32jQ>n!^`O!UjAzBJn+_BaMv90*KBau z?O?iD=#YJwu70$#^?PHKt)oc^Bm?O)?tMsln{<%$9BDbJjPw|(KmGEt17Y9j)8Oi( zUtaV@?~rfvpWefQ4Pzc4N5bGgrYu-03NW2oJaaMs9q;C;@IgDqd@ zAEKXDxqb)z^a=bSUz?)L`ydtnZ(X8uGv^;ZZ1kMW0XLzaelB}R!wJ3Fc@``gy#GkD z1DrA!Ju$xH=7V;d&}RlZ&aOR5n(00)Y0d#B(}Vk#T}e}2e(k$gS)bC138r{K@wm1awEepf)$D#2{(2r$@YG#+0Kk8dwT)=`uj z1xM^lTEZB*vteiU9Sx_5%Mnlg+Ts7Q{$fwX9o>DOClk{>CCXm!i`zi^V>__ELyYTp zh;jYSsN7`YHl#@02Jl7=cu8Ww`S1q)4BjXPXS@MjccNc8&KlBaY|AZRo+faI`1Q$p zV!@dOqO%j-C3r{HoD2$-3)~>(@|A=CgK?~+0PZ1f#1i60ESCR^F86ufJqK24pGuwZ zHA<54Cb$P&ZwrlfFIA(PqYacn{txa+2KUH(SkC_g-;7i3tCLqPD+zukvYhin@&65# zH3e@!cX+AI_|tI9p2PDS;B^|!*d`6Kbi!-ifu<^u?K;st9$y!2Ip;)fo)lv_H_G1g zYy5vT39^&yn~Y~!7aL3;A;hc*OFXpu z`N^*Of4%K$`Zx}4pHPQf!a#lLV{B=Zea4H|J>qLFwF2fe9}MpheGC$alf z=psNPr=XXAbnKgethN)(<X#moWYttnClb9OV(3+xz%Z+nek! zv4b*<&(d4=QicrTR%Pfya=He^S{}=awVZ1j??zwrjkLK?TW@?PSn3Wi)jY7(Trk!g zaNleXm`l^;nZa=v)0M3qr1wZiNc%|JNsp0ANsCGMkfxDtB#j^qAStBR(uhSuI!g-R z!D$L>ll(re#mmBO|E9Pj>x1xMpd7*L@a+?neVMZ|rV0+5w^Q_wctN_2R8~QxU z_dk>UTqpKr#|J0xRfB(JzMGWsg|J?8&SKk}|{?+&1@8{m5|9SO$ zn?AVu-s%%q-y7L-^}UvU?rmm-1r&upUig?-kZ=4}afF@1OmK_rDwTKCv+_y?;IL zH;~6K)ywx6UL2g1;H8eRGcIM}zWg^4H^}KhK%3 zU!7;1KhF!idtr#O?>+xFqT>sEm)Yk#Dc?I+ly9(BzGCjx^Zysg3yP`ca)gq#6`z?p9s|dBz``tj|Z1Ou5P;jUlRu? z`?NewMpy!|QT-xOke;&kMwCR&Cf8WV-Wqyb!DINXFr9O<;>LdMfc`Oal`s$bP zeHp`9{8PrbYPj5A34!{BUtNxO{N*_M4dr<4uaskIKjnDeUyfw{SxY&NhAS^<<6D3E z-%ro*(c=r`EqztXS}21-X{^O>-Vn(V{T9a_?)MmClpcfL*Um}vXphv(?XmpL;CArQ z)Sdjlg?9LA?G$(jvES!s!&9=r_YMy{M#J_B{c~_Zi04F_qVWZxQ5h@GAv@K>v)&`M zl0GGcz?%k<1l!+0noOEUT1a|;w1Kph^fYN7sex~vA^nGZKkE`fB48{&cVZLt` zN!|G-f_kMbmKtB(xs|tGOb%izZ$WM`Ot;Dt~{3~S`On?65zmVsA@(dmyGB#vQx5P11!ylVtrCr_wp9bo-#QzV(n`!vDJYUy;^+ z%8Di6 z*1yIs`y^X$?+t^k%(s`u&EUGYOZ^w`9E0BN$}ut6TgJNTaN6{%wUcSfY}z!7wspW$ zUe?CPXV7{;#y7yjRbpF7KMuSI52pq(@*7}$jDb|cTd?34R6ar=idpRJBi8s#4c z&xQV=x?_D(}?+;HYTf>7;;tY_gDq5ZrnsnSh;UQ zkJ^H51-#s2S+3fK#wd-3r&Ui7OFe^2GyO8LG; znIvz?E0$*&W@UCJw(~Z4QH;5)aXI_)&h)<{|F^Dpc#;&=yB+$E)j5h|OJb{(u&m;Y zQsU;7s#P)M@%*ag-5I43RpU!zs=mj!fqxdHEAt%uGv$Z_A4w&aHDv?%&LZ-R@^o2( zvMOnSKFeXtCqQNlJ_6&jbeerACZ*}g(d3g%-bvJ_jQS)|pBfu=rrav?fz;E=wTgXK z_H50=581(cde+Ig45}B*GfxMP2#G9XjYUXR9{Z^{xTl8?gb@EOi+i%SQw?KXN89C< z!Q(iO0VgG~kFgiJ$mHHGj^l4-za-Yg#gvvlF19pjJE^zC4^T()4dXy!Gug@?d-5Ur zF6JePnZ=rFV)4WhJ5P==#NhdyXZegV1$k*vgy?=Fys5)4)0FV+X7p#f=8v|?K05~J z=l#;!s`dp+rA8a@e9w*>Ju)8eA{Ch}?m_VG1FU~~WDRjM^zjYJs`A1>$|(Qo?>V-O zeTET^V)py3GNuY0u@?`tWTZ_!tBSkjzU&!dz?P~fAEAK*TuVIv>fyS#T1CeD0t~?a zBu->Am`Y;D8`KN%&^TuSbR;w^{PVfjeKaH2!V{17hEL37-ElhoR7ClX>XdyN4N(_U zhNIXGJx5N+Ds~coS@!OZgtlKJ#$gn6Eziy}KmOdN+I|(QG`e3`XiaDvf?$l zPgw_3_7^IKGz99qCaAt%c%XdSUwwn?**E|8-rfnpZT3xhm|yzGx7jcMjyAjL|Deqp zg4%3MaGOCx-&Ehf*=D7h{yp}QQl(M$a}rGKVm<%Mzw@#RgM2hD;jPxnz!>Hp(&fnntB~o8}Z-Cw`u7p~zoY4_Bne%yk8MelFGx7agV^bz&Mq9Pec;iNE9C@F-bug_2M#ag|^ z|9@id^dyHEmTUR>?_IbnLcUeoSWjHg$?Ae% zmvf%NdHVsKr*n_$Is2mGK|bhdb%!iz`I&x+j0=VGNz4fuPgvmQDj@Gdv$NPR+o0h zLO|YiGS5k!4akNv<{#7<-0yrHuC-C%f3gQ(gw{4#lMO<`=MglK*M z+8!OW`Nn^~Olt+y-#*9})A*~k|HK&i0b}L+jG22FJ9lGCybFCpcx97~`HuXmncHL@ z%Vb=;`PP7s3AFrH#6xz(G}YTOWLv_Bq4qE2p7;-l+?fn5$`Sg~j+f|y?~Qz)tlE1b zkd5T~YUVbZV05sYgYShV<=bApp79(;nZhZXfifB?YXsxjg#4jnJo|L17oam4S4H!E zAN7K--CKC)cIuG-ZDpUx-JjsYq+IZ|WjQ!o^kS#zgS(}kpZfaLp}Ty4F89km z^}VkK-Ji+*TEQx`i78T{=uXP&! zDrHOkymy}gT9tQw<6QL6L+k#N=e{+EhPqn6&dJL>B7G2`!A58>VeF%G{@0TFAAU(6 zeAeL`7ZX4B^{JG%?OE0HOLf%^2LzB|(5%BYy)~@XSf^zp>uTCRuM8S6tnmK6&Txjfb%m zKh{^KOrbNz)KKbi&-=bH`Ny-qa=+_u?-v(iZ#MD%OeO!7?6XDzfy`IO|gW8`N&*2T1-4pClb`8j_bcpkud zKx%j9k3H1~X!yQ-{Qj9}PiLTAosRZ36YcD!X!|cIL%SQaHE*Xf_8!NN>dttyTWip6 zQCrmhKHsPMb9&uODF10B*B>fZw8uwGGujNaTZythHfW3^-&*nR3xsM4mMf zGdevr75geqK$}AA&h{WZ24dY))~C6Z)TX?&6W_>j-;Xw9Y0SWtG-svv?f2hZ*#tY# zi+E1w@C`NgTS)0=Gxl3aXEdD2{`X&r1KF)YaX3Fh95DY)#XNT~=D)!+2@(*GP#m^n zeJbg1hkjX~o?jU$4y6ACJh$I}KAoX{G7jheU&LWgmwY%=99+nULdu6!NAL`wm@%j4 z1I0n0&7gSnRN_&k&xbINV9pBr*-+R|zR5)&e1>#*GK60#j?w--J79Ah6&w@x zOB;mszW%>cSsYY;7uqcU>+D|)|BsJ}V?S-uw&Od);!wXvdHWOcHL%IC{b!6RX`V`b z*)p_KUgZC$OQ|2@IzD~W>2;iJYk{xr$KrRLztWE|n=lrbig~ze=|z=fV;G9Io=9$jNU){Zb^W&cXwY@WgymnXx=Jem5@GKBwI^W@#idQygM(3x4a+dO!B=$8Q!|uMx)%{Y@NO z@D2P|;vUYiX~o>(a5Lsg7{?yLnr2#;+=_Qb;hNS|AA)~|78}!)e|1@`Fs(fBA;$mM z8-ng%hU=lieCQka7iv9X#^Ad75sckLkKnyqaXm%!JoFu&`-fId4(c_)HF>kvE9M5= z{}%U`;eC3J^{X-8A#Xc1^Px6e2k49kVLB9mzfd#9q-il}tykb2W1Jt{ioP~Y>yg%a zDaoE`IA=O7u&H}$4CZ~Y7*ia)7kkKIUlEg=Y=x$kEq(F348*6U7i@_%UwYY8mI`dk zroLsVcy7b9z(!G)iF=qs9LpuSLmUg>{lEZ$a~@VXW09v%VlV%nQGU%1OVW?n3m6;J zm66?&@`~jRICXR z@l=kN8T$q6!?C6Jx7%cWNR3b*Xn)NB@-BYYq?J_ms2;j%s6I@rye?QD1_kRwv2jqa zJ{)}v<5AQ{std=EPi=>0l^q^mHTlR{Rg-_c2K%E!m*>%TdN5uk`|d%MN7}z8fO^(a zYClHTp*725RlyZjxOBK2xX|wdOmclbjnkJI2L;dnzifT~M#P>LR-40rGvG%y$Ym znCH)*TBF`ItwQ0RF~89loGHJlPdJ(12&47V)AM^6@_RV)dj#@(YSD~z~LRnpPg__T2%46$)lE;W+FkO+pp*$8bXU^kINZ$bVmkG%H z4c4uf9kfopci?$#`*)P?DE}?%kS0o=htitLUN*{0D37z$JpNGXf^rwqB~->r@J;~x z353cO&20im_m&<1SvYnjoKz#qG~yjG3?(kn8tf8iFRW-6UmXVf82YPe11(8v`{GBL zKiR$@&U9_X*^nv0vmqZsem#WzdI)C>J#>W?XG5moY{)Z~H^iUH8`ZB8?B`@v+85Gc zwbUW2iw<87P;@|g(Df-DT+qP<9bC}Cbw(Y8OrO+P4qxjMKE?U8x`nV#wx#VQw_4%S z;d0XKlpViar}i6dZO5=%tsTQ}P45_SYfi_=TLpekX29>ss7#lfq1_6W zHRNlstRcQu`Yl(2HOVgXmg+)aN*5glbge&%4vib|o3Z~ zk;k?j`LH8&8Q=c$ykk4fqsXpDV+pdmO{wLv?fj)nesgTw`neu9w#9G1PL6GlEkk)t zLEnjS(2loGjcqUc`PA4p8@g(Zz6Y%dmL$(u^m7*MYlimNgz;|cO0+ew^DoDo;}F`3 zT%03l+8jNY_RusVy&X$(E3FgIcH&(+|I5=;zE63v#8!ztfrDfDLt8uNx~!I@TOet# z3)s|pw_yB*Z+r`5agV+SkZsQbN#D0=tX}p^_fy{ikv^E)K7RcE$or$Vq@-hh>{#^8 zxw~!&ej`xkJqy-$&fSgQ6Wo+6R-c2k`H$z)`KAV6zSf{?aqYewt-%0E>wG%ocLm?- z?!3;2_A;6f{BAmj<}D_~J=-vCjDhA9NK3KRnuIodZWiKJ6ODCCuu0Qgx(wW@+U$0k zPv17kb#hK!mZCMJAS@~qv`;U_na=qb+m>hO4Lr9#uN~hBPn%o+ebJfc*3_2K+dQQWQ+4TH6~ZKYT0_+FYAHlNliJJ$@veEQ#E+W*dT?y?+XgY7r?z6oLT z#cyH{oW$zCiT!5?o54DS=E!BGTEn@}iPp@OA)e4LVm#joy zxhlk&LneI3B)crtr!Dt)Ke-OfG#U1G%qKAi+f!zY3Z^e?3Xjv6{t)UuaX|0(cwb1lCkB`ug*zccEN$2TJF($||m=N0{^%TI9&14U7 z)Q3=gA&yLGH(3UL;vIl{zI4jC*o?~PvBiSG&P@f${(gN5dE(bzk^)xh&OVGkd7-E&)FA9YTX3i~Ck zc~F199U2F@>W9rLtsg$Crhde%ruvbyOmhBe#8`%G_g#OtorUol&c~T$fz<5cR)Mq6 z1f7+G?|xqx1}{v*_cXE%VNW`oKR3AC1R0~5_uPPS6^%J*ZZrl4wrjuS+S?qNbIRKTkf%yj%z2b@5J?8a?h>1as4!| z|A}kblWQ%mgXbq=&naw5;m-vLq9--+whxPD5e`O~<59oOx+egXLHxV9qAtw?Vx z(%*`_up-T^NN+3B--^7jBF(KxZ!6N@ioCEQudKEuaQDL97cmc7Vxm_jBM;KCj}`4B zO<{!cfcE0EBCUdBmCWQM3&wF8Z0*8gO)6`VXDy-bk&P!BW03zJ^@Hk#5%u9lto5aQ z@)->ciRf>4W6kVxVcY}z=n+q_JusF#P)DL+BPAQ+A(Wps?4^|jJJCF{6SaFWKl5UK z=EeNXd#fFDmvqcsits+!Txfln|BKGKKjOFZX{cwJ*qb@lWL&ur^{fs1t!1O0<@_(K zXQV&XGg{9|^=!E??J=25E4425jJ{h_J;V85PTz-7G-lZr-0ubXP4?~sXir1^Z3pc7 zHvGPz3}ZkVBRz?9&V((N+FP?_2t0b^=;l0E3nV{re;Hsw>+a;g9BW& z4w~L0`*jFUHtkJ!Mm5|D9Y?{2{LR}` ze>w8Byi_NDJGJxW&05gkLicNfnD!r0eiBfQ=398IP1sTBXQHuZSGm#1cmwFD#z^9@1FAeK|o(9n-$j-ereWT~NH5abj?&xO8> zsD_^K+g^Dzc<#ID?dJ!T{Y?wzE%m>#uvz+$cIcP4VQvz%TlPX-@*!QQuP#Gc(cGjJ z`>BL%m?8Vd43s}AS1ow918cgoPzEyv+bn4gK<|-#Ee$p&vY)Eyi4UfuvD7+Sg6YAf?!U?AP-bp5lC27}t^88TQj!_#%>tk9GuG-g6h0Ws<*gVEf zTekU}%h7(kH*8jlJP$AXy;FUDE!vL%PM^O3eg3laQ2%Z$r{8b-P?mz}ZRB)o#rI4N z?T!)cPN?s*qF+hJ9-5*3{Qsx>dCGsav<-i-?5_K zQTu)e%1$i$om{d9)Sw)eMl~d%tkRqmzc+Z(Y#NnBWpoq9vR%t)Jf#`RW-!fAR;kRC zml}iP?lYBBs#h_<(H@ypx9Hs)XnhaLQRq4}UL@NUwQ~!BiDWCK@d}MasXr`38MA16 zC(-w@GO0@|%9R88mvJ)x?3<(N@%^J7-#_Y8X2oF~Ieg$0jA^=l1EGG7#=v_g#n2l6 zW+SI9%1dc*KE`@e+YyX&et4V(?Bo9(TX`rCsZF7Dp*3x^rq7qcX&ja=8R6-2CY$+> z7|(|K6`Cs@LO#+rFQl21>P;@b9n*KN8;psE1fG>;=nWH=EDf&roBlxb;Fz;`jm1S+ z>k=#nsBe8S9GUK zM8kN*u?+M13nA(Jbed-+z;BW^xo0wXj#rj%XqbrmE0GqowoCoy+=_BD9c#CK>zi}x z{rs(YT@uzSf}hrAcb&(5y1jD^jc;g<6PnB2^gZrLy8)#i)dR8vU_KU1zx$AWK^q~` zuZqeB(r?g`C8yab2a_#<>JgK+l)* z{BD_?-`$7bd4=X|OvrzpUAE6B|mvz&CIf9Nk!U*iu zJPvy`t8F-)$?`uvSLoV~|5h7NhWbx!5B2TT=cc1=Pk~D};T#QRUP0|U%_|JBC8wh; zw_`4GIm&5WeUYR8j0{*s#u;&fz zou*`3_Y%KwGp+^Zll*+uBr3-b-uCTF33=S{qN?g zgHc|(mb;TS5a<)MePpoBgX|{MZ;}0tY&<+JgoHlE;5Cg4aSeT^)3*38r-2fqIqU{|1T zOD#8}e!?yoL%&DFcO{yu#3CJj>)Vn+ep@}f<80~}`n_`i^R5ci`G@d) zKJHJ)9ClNw9vrh)G;0k-xc?0>F4#dlu!G!)dCkrAEw{^e)X;p6>~{1m_mG^=RU=Nc zpLr;(GK4i8oYO_@o<*1s&(wOXtbl$LP7(ZLj6GI*Q5M{A0^e7&ls!YEqq+stgwl%a znv@o2%k-h&4TREX4AQ3p^M2x_GkRz(Strh$q_t*`YCU5ra=JXzI&Ta=5OxvjXJH!^oE{ zm~XxkVZOQ0L3@1nKjYq@XRtmUQo=BE5^K^x9YvMIxTgZAEq`ARq^M^e2p;M3?zy6l|0)!Zs;jqwEg(U$rY+Y}f_xziC(2q+OZjn`9p%`%`GXxl)+- z6d@mG$hf#@EJ9@v^G&j|TM;huB>3BnP}@&uqK=Yz5o-6T4G+cL+r`d|F%r&A?SCj_ z=U4k~%1;;U`($IbLmGm1{^T$_f4S1f9zq^a*)PxFaYkA+*5n}l(=kq*`v1U|%=UY- z-IFb!?D}NCC)+*Q^2x4G_ItA3lP#a@`egTC0(URmeMu;P!G5+J={{4YJN2_G&<>>H z%oequrLeH3D`*#@v7ZU`UW*cMQd=4Pp4c32_u(}z{mOY9A5|V2D~D{g1+dq?0GEuj z;D+HWxZqe7buwggvO|xM4Jc%9puA7FTa%KNHAHn-XAs?^VbH}Ty$1)dKlBug4;Ny; zM0_K1(lzZbKx+}oVH=x)J^?n>g<06+vK)3$y3W*0u`zf*6Ys}FjaWAmeL$#gn^Be) zp)66E_!jdfbu95B#{63_=KtVwoEdf%#{QUx+yomEo%vXbF$HY6k3X-}?f>$aLa`-% zgK~8~;!%NeMeXM;IJbAR(b%vV{%=vf@-e=62;+;5j%AzwI{km&xsdNkdr}3;*`JmA zT_k$!c?tEqhvvHN zEyUcB+Tsk9j~v)*EI!pg}!>r*S zzcA~Pk6)aXk8?>L!nq{DZ)qs+YMWQp+BuinygwsN%%aE28R&a6kRAnCW0iq%SpEb! zl>JbfHv{wZ;8+Fvk=>uZ?S%SaY6pYsRMF?3vRTZ}nUjlV*hRj2n|5F}P-cj32`KQ`%!}IcV`|W?XKMj4eU7^%D%6qDF zXUg}`x1)#9r#^x{^?#cUm&(_f`c$=ikqy@ar`m8s<%_;qQ@M&kolB3hkD)bwGtfTT zu^x=-+)SBYno{39^1CUwkM_+YU>6+;yXZL7yR%X6UK}z7?dIwAZTEjz-$Lo$wH$Lk z*f*=|hV_q!&2poB=c9Z_s&AG(lzE2@- zy^sb-7v#x#ehPixIW=#mI=Yg^2^b^O?>kPdUCH zw!lu*3VYFM-+|;Bzvb6;JGsWsjquxAlfSVo&=x6 zGimvd$37_QSMhzSsQNzIVQeSPNPDS8_s7~l>={9PTQ2VwT))*>Yj5bRH8lK$-|_v3 z^@zOBo+z&p;#FbsI$`7e;D?tx*U<0wyfI?y&pGzTe?Fi+?uQh9?eWlFd_N}Ow_oxe z?WMZ>Q0JP!mG;L?M>Omow2aobFAlDKKe;bo|3ePgKm$hY@g}@y1sDDP&VckD*ajQ0 z-1oqO^u~T>SYIg4_ja>y_IDSXy)jjj{jsje-kO?8{#wtZCL_+-21gD!4uX$(Xuq(3 z9O+y`-vs}w@2$l8C;SGr+~>4kn2G&oLh-8pwsTE#N7U`X{0PM#>2uq6(D!Qlg*L(> z{MUh-_p8Jy@w*AQzad>ozu#}^TtjvF8pO?y--;t29!EZ4P3r0U#rLtmpVywT)%YbBr0HVC>KGvyzc4GoEEkyn?Y5 z^E3AdmMO)IiB&LS9Y4z+&eFJ!F@|u=Y|1akFvirb(}UNY&Qtm2e}?Z_Qy5eF7ry>U z!Bnm1ds;GM^5r`%3dUQ)m?jHja@O*-U%|MZ=6lsc8I!SwuRl{TSx@o3k|f5Y$ag+a zFn*ba?jejZ%6F<2jOAJ8$xdWU^OJmCsbIV^4IP6SQ~LyCUJl0u>#B7SV@e-qOof8U zdWN5A16k&;V$8D&#w*jKX#it#9%IZ}1!Gym&#L>g%y^VBD-}$ZOplU&j7j-3V;)v8 z{?+`<9naEO#F!=Fm|(oJ`!c3^1!L|}Fy1HlnWGQO+U1P-lY;Tf^sx43Olcuw<|&x0 zRs2kgW10U5W3Ey#_Q&{HQ%{yT4>RU61>=(GQQd;=C zjQBHS+_8)?<}+rzg7L3pOm+-on%#^Ut6+poGe$d5E7?>nt!7;$LY2HX}9x}{-^e86-)TJRj^E1!nhjX-dAw0rQCis zoiL80Hmmt=#u=V*JKt7tSu$-(jx#RhZr1G|s%|oE+#QTD-o=!Pu9``2QsJ`N=q& z(qZ0Tu|JOzfA4*qjwL_J@P3rIa+mXd1!uXB!^l3$xSXSmTff=mT&&=-zBdNTp7jUD zrToA+m!g~Zdt)5wqJ1xQlh+46bUXj3aEZgrRehLowTGE&k-}v^%v>ekF{bo8#?&;p zoii0K?>Eeq{Vn5izGd8X3YUK|rcd6E3J+c`nyx}9-a8{<+IGcFytu?kK| zzUo%S)n+s9K&RU|Ou<#%#(eG;#+Ba6ID_yw2Pru30;yj>>KEWRP@cvqII)29RQsB7 z#;+v~dD>0Ex#n}8R(~n=`;u{#ryc!H)j97%*2jI2arwXJYtKfH^ZRgIFkck;V1L_IzMzpVj9LeS>L4b+4+q`?Z`-eaj1l zSk{EM^hvJp>GMBq-*=`%RupaXsaXIf$^tHUiIO`IQpYbKeB|q$P<^qR3 z%*vxp_G8QOI|=NqRZia$cXf7R?xEqgKc@1P?#=~p#G=g9R42fS#QztTY4M`?ZILAL2SGt#F@;_Y89SY7> zFZFx-BreErc*o^@Rl(W!Nd0Oh?j4y2z->}+E}2K}8pbv6;`kbNyPPEo&i)=hcT`J0 zi8}z?8U-h0o@rH#%h|=@*6eXP|E%DuWIj~C#kiDREZ5h&ocRjQCG)}k=1E*IzMgln zC%b~P%l93X5?96H&U?@0ybU-ibD=XIsGX^+iMm!`52OV(9N)V4Veff^-wkXMWi2R+ z)^|7!H{$(=B5?Ssm}5pYbL8%Y4RTvJhxRseJdOA7ioj9$7IUOYeN7E6XXiQ*OOMPqq#kcEF7pGIv*oYh93}D@>EMXK zVcRCtV=Je9035qs4(D)JGC%1sE&_+?HRdRPmD4n{(d8`L9L|yb26K=OLnCkm{>B_D zwlYTm9LqO_b2zp!2kFo=0!Q6nnPb79f2dWj5%6;oTi2QP(Hlj93`7sN77+?1PhYa(z2*30ye>6rT|%Ew>AIULgFM>;$lfuqhV^^o>D z(`P6jYr{FL(%wfp+#P|#_nb@*X^ZlKWBSwK99k*Ig><+v0!LvnbEHXIn(1?tkJaHE zP14RsI$RlnBlj=N5hLwHK5#@o5zbL9ZG5CddIXNlwan2fZDyJOLiu@fp&NHLuC#d{@E2M#$rbhZ&b6afX1)S*zge zPchE@5aUv$4Ull#Bj6kbj0@QT545?QFDp2)n)$SR#+6E2AmLt6a29DttaeNNr2VVr zh|9T7!G-K%ZkNE=897cIPFUIYhui*SL9EY@Xq)7YAfst%c6XC8>aImY5qj5&{y&R9)mE2w(7=`)2f~%4^_dSfuk#m^?XStmY1?O79d=6L7sy-&qAWD9iP!noRpSdaC<9Z_)pe3^a=B~IExJ-~gf;6ipoZGqHp5vPl1vfKH& zg0sl?t8*EbBCiijayvg%aDHh|b^nQR#!xv0ZkK`+9)9k)S@JEA<;CuH?oe=5vYu%- zF|Jl#rvvw@f^*4wR-MDRkc~7MxJ?Sqzf9)uJjUhR%;DB#xSb^mPArq@Cv8P3H!*Jg zC2r>$1!s}&FCX9w%Y9~syD0LygX@)ev{+HKu`;ODgxHxIZa z3NB058^`sGE0s78aJMNqi?jh~(pHo&aW%l*q~QGbO8uk_s5Vs3f&0CJ^U8YTzLvu^ z=5ab1X1bko6kL|H-#V^gT*m#J?#aMis^BcrhO1r8IJ5`1Q#z#shYhMu)^oqCH`R0b zd8v%oJmAh%a9(N4bzdp@q%FvBncJDF;9y4$wpR{m8%nua=I#faU zzUH}%^IYY2_ET_{dl*-J1>=k|oes=(J7X0b_=4fOXG#5>GTdw3PEEm8Nj}Hrj7yor zIK%aB=g)Dc^z+Mf)-GdQ?cJ=0;Rd(!8wKZ;>0CX7aaau&ERP=GniU-KBaYJFJzeT| zxzsNQ_J0M3{0QP4nT&%i{&spV8MyZq9P%TG(=O%bDKZ}oz`d>DvZO7ydYTMZULTm} zcK%(#*%!<7n<{acGF|@UcK%htiQ8rVW-!hu+h5PkZs$e?S9L4nv~;PTZ2#r~_pE|* zEn-}?U52}m(X zlNnzsuMf<3JMW7SRv<%;-|RB1Tiwp(7lns~dSF<;9Uac$ zzL1}h4ha!BOy@F3%pVvRxX0}*OAF`79?#E6hwc$L0^^ut#&!H&9XOWT!Z{r0GY9GL zQ?Jw0v~H}7OB$y~;X@dYjtJ+lp35Ah!7#n{rWO4MfQ*D zfg7pd{IVa^`bhnzakw6Q#~z~Kys{sxj*~bC%Xz@{Rd9CMU%Pwp^PIjM-{f^DBMQ!c z8HeNO$vES5zD|D5?dl9p;98b6f<1%Er94K=;A6IY|Ii7HI^7rl(*>BbW_lSb? z%XH9AFs@XN5!U$zlgJ{PXmmb0M6`Xw%$HVa><7#DpyM7zy{|ZiAB+K7Xsh{Nc05?X#Rb9xqYPl{Vew%NoZx$5)K2 zJ)6@h8Mqw^&T^L2?@Pv&%IowUnExv{{}`!XGvk_N|BwvaCI#mj$MJI?U|h~uoX(!N zG5=R^7Kw8-G0r%c-%GE<{9nQO<(N+M%W!3Xm<-&X6`WVr*Xn=CaECIV;T_EX6 zM20K-!vpVP{;%LHsf=^)li|v7LQOs9{|e4Ol5viIGA>8<59@)uRKdAM%KZJ9am}A_ zJPZw(|0_5#lGCfYk#YGlU23pa>0AX@HC*QJhca9evfe(GF?2MVE(V* z>{gk6@5*pxzc~-MpUtQ0n~>{rwR#z@jBolr%>NZ!m0WjQy_<2(vVTYhu35ol$#JQB z7vpl?mGxsk=Kl&#NIpj$%O_myTM-rMx5S#{ta$6&(0x(>PeGVI1mt@Y?e= z=Kl+zCl731;;%KihmCxPoahs=CO4}Nb?ljDRyGvRT<8Ke2OFe-@yB8BXF2%nPY}r>+1tY*&E>;+3zq1>F@|#Xs#mqavZJO z8E<@((=fT!?YufdSiT(`R=MmuGutpfdp$fXZ6}BIDBiy%0!QJS%&|a@4+;;V-o6^n z(NxVG58(aZ!-e#<_vAb(`5WW&UuS*i9d$d?6r8^Y$1D34#x={ay5WS|X;E-qvyA^= z8J7|#%LZ`$6zFG<4Rs)Tux8Et^v*fT-P#WdsXJYZ0qW< z4sllnzZ)t;?(Liw6Y+jR1P;^RWd6%Fzdmr3m4|a=zs?+~c)vSbC_TNpjDH#9OJg`* z>3u!Uk7G~avWznR8zoM*X@(e&vtGej3^M*NGS1kY+tTDtx3fmU`32*$UtnC0oC_F$ z+os^WovgQYgXH^E<~P#wB?Xstf^kjjB~I4K^~c@L4GPY3oN*;3GF&+(_W<`71?T^j zaoJwR)pp2mfm@~EyuV2Oo@ZQ&T$7v*+{3_i&2QfeoL8-q&osp2oc=7o8_I93oH^gZ z`^6DB3QJ{~kzv`uk-9FNqiG{^Y{vU5BXH!FFvo&pjLQT^^fTcc)i3Zf(qU-?j?Cv} zxohY5Y(qWHmZ!rxN=li7beInpDtF>Ir)Tz4j8BpIoIb(hoDdgaj`wFNVR?`7JK7VB&yeYM;2e*0h=R*%XI%9v#u?>&$TQaC>>EL+%r!C% zdJt^}+&I1a; zQMMwSBYO>VkPh7=a0FJ#^xeT}5J>bmmluX}IG$n-(&49=)5~_~Y>6A*_H$h9%dl`=%iOmWGGrc!W89c>m!D9Ca?{D3@b_LU7E#FPy{r5Ob`- z`*%m+@I5Fwe2mKl$Mk!`IkbF!MmpRWfuk^wId<>iwb+^9NWCkZqshe_q{EePp>(q} zaXOXU!T9`p_}Vbd<4leamTd`#HREo^k9ah}?g}pJbH1w)`7!DW5Q_pART!A&+hH!HZTe@gx4 z$#7+#m<(L0g0pH_rj_-l%JaQ! zg7bbL^}9~uLi1MO{-EHp8W>l7E#sOSn6D<=|$K@<%}z>VVMjZHkLc3-#d)6UdGQeWdC6R?ppQ#IL#K6Gv2fm{o8c*hw`raDo(RR=>1Csj?610M;+q=OOXGUgmaW!$tFzJfVOhj$`y1TrPZ4t~!D zj^*}n4#(xpK{~t^fursc$x+GgnZPms;&2Y@Oy(dRUWmZqo5~#JvW+t>NB=n~oI{(= z9HhhQ2pom!%rRrJe6JAw=frT1rc0QEbjXjuk!xp;nC&uOz!5zmoTGXwbC3>qMBvE0 zSaQ6^?`7tre4HQ7QIgIaq(gQD4%;NjA?N!xaO^raoWpHr4$@(E1P;?g$+4AjCUBIU z9nO(`F+U?6rbOTfjF%ke$@F*<<>Rby4#y`>Vv>#_l z4rvc4do5jae#%n{?^_cF^-J}luJ*<+Z4ba*`iM_>eVlwZZ~*}$3D8G&S*g|lW^$O?6PGk8ICG8fPneq7#u{7-VIKSz3dfhDSBlWd&oHG$t zYD{=oP5n8n;RweVLEqdsnQo7AoO9no{+Yr#s^gg>9`Ao2L66LyGR`acy-aYlM1^yd z^kELtp(z4~&CDEW%UO@Wo5(+7IEOoqIY@`S5jadS%rQgSBI>|VriF84_hb&zVMhdx zKzHU?k9iENAfium5 z-yC*7$a-XgWBRY*9GZzaNQa^b9EBQlEXZS=4IHV*!a16v_!;SNe*}))PGeAy@~b&6 zrjJoReh%lTHZlk4upk0Q=5gj|oy&2tfurSUI7f-b9HhhVB5>G#WsWpC&ddbIuJ6M+ z+?|Ht{DE}HggaTU?&mV#IKuea1$@2U?{N-@5LVsKQs3dm*};7O2>JJ2cv#jB4(kfM zKPCc)??;(#cXFIf;F$hRIEVHNb6kw~6C-dG{vhKV8s9Y{{|<$7H2usRq(f{3j@%>6 zu|nEO3c(TG63$WmBXf`rzeJth&SZWkIi&p~7aT2Lg>#hrz#ODQO9T$vHtHyC`v`N84*Mc-m<}<=f}4%Od@+He>_9k2_IJ!dI=mBsBM@MYm>Z4bf_eKP>bF0f z!|@GskPfd!;HdkGIm+dHwGJHf{}s+*J;WTO!wYbsvS`ocve&eq@wI+KFfN|2JkGl! zgq7PY!Hg zV2-r$vMm9}u8+ex+|A5EI^;&+FnumLVmU5#h)Y>xI7fC9bC3?#MBoT~${Z*I!Tiew z$MO%tIUHXw2kCH01dh6WGCguwk4$jP-y6Shw~$F_&%0;NZXPP9Mj(m=g>Z5 z4$@&*1dhT+=7^Ct3llg}>%%#k_Av+P&^H1{?gz}V;(B8+J?g$k`Pd!KQT;JKhpC=9 zcF&b%3>-M?>~^*9&ECr#q{I6WI0CzvqkInQVFJhU>TnLnd(1&PycL0??j7c6oyB?t zj-Y((2bIGLbXXdJBXft;BZKwG1V_tj;T$Ek%t1QLkHBGj zQ|jSh4jVXjZ4KveS2G9caBTz*)8CmR?R7)2oYr-se7q9Qk-dXCNQX<|PPV(#I4`Y# zWxVlK=2$QCo&6P@f2uLa-So1=O=Er6Yxz!d1f6nUW1UvK!hG~yA^N3oovPnpou=ab zWF;*7LBlvI+wKa+=WLNWVg2|K<0;*V}7k#V$sa+88{9p>lm^(=EIX-niEA=a3oCoW# zmMA#C#5szkeqP3zHHr8s@O|&38_JGMoeX6i4;vR=j^%1dhUIn4|nD=AiZ>_3?0yre~Rh zbhrpE)LvAj7=zp;k1;;~N#>yTB1XjxG~P}+WIxKdj3*dJ<2eyQr@(62UL+fXX`0(R z-?_XfTqnmftkVR%-#-FJ-4il>ALX!2u$RnV5zb*T(fwMA0j zt31v|!zrAllk0TJBaF*m$vFCkwOhr>`E~ZgjLTRd`S4w(O2K&z#&MKR)`u8pTrP2U zc$}{R*R>4!R?7T;gmHCGqW{e2cSB`JTg7qw7Vp<9VOgXNtJ=-@(ubI1y(QndE<#wD zg&fv`0>%Z-&Udyf3lFQLh{O62@BcLdhwWkJnBkEe&L{IaVx^dVnK(emF<<-ONEc{GvrDAGa~bf`w9#u_zxmhjWzN$sD9ZO9T$v zBIcMeU+MvlT{nhvxEC`A>98*XhiM^mr2R?iaTdzQyl{@}+n9rNcqal!AeT8}ZjyR{ zV|i9Mhhq_QkPfd!;HbNqIa=pQJy6%@|1q4yx{x_YhZo>N?XNh>?P}BYj8Bn$diwZ$ z=Uob}>U-J#{+@BoKk)Sd;1(!2i|p&OuVY+}y#6I{YCl==1MBJd9b+=&^$`W*mt!C6 zwNkI|W%{TXIZn~8VT|zymNggWJEti+xxV9ftFPkcwetESh07~#aV2vlMuu5KB6*oXbJwk+^FnZH*v&Xk4xox|^j`VGe)Id8J?{>2eE>aLOb zdnI%DZbtrI5zb+~o;j|-`(q+-_^x7(-EEA^y%F{Q@^B9AI(|kvBu3yUyi)4X!g-$w zj?|gq98K3S2k8(Sfg^X0OpmWQE;evPPY>rnKE+YrOgj7`PL)-cw9mOOWqi&|=J4Et zx~t&q&HUVPiNrNC&Tvh>bBBWS%Xxw}jd8|99IttgWC! z1y0r_e+NHzr?YJCV7}zid?(IdJBiCW&hc|N7?&d7o3}gPxkkZNeZqQccE%Y$anWa2)of6o#Q62mRd?e~jYqsrdUS{{D)8km4Vq_|p{sSjB&i;=e%gPgMLDEBxE#;$NZoA65KM zDE_Av|8t6ez2bjS@s}(9mlXdiivKmm|Ayj!OYzqz{;w2&tK$Dw@&Bawe^LA=6u-ft zlrhC0qxgF&{yvJozv53){K<-cgyO$I@lRCz7c2gB#ea$7pP~3?DSoHozgqEMr}+P< z_~$A9n-%{8#eb{fzeDlgqxhF9{s$GmNAW+b_*W?YM-~4QivMZF{};vooZ?@v_+M1~ z<%<6$#s7-pe@*efq4?iY{56XIABums;(w3*aX7@}c1%vjKK_317e2Oqc8zd|tHm^N zvsfhV5*G18#fQC%8bsBdxV~N7B0_)nX5VvD=-CyIezxM~MR!@$>l?H0%2uzl@FLC_ z0*4Uy!P((5;by~K3ul3|!J(ZL6X5921Q!RF0H?u){yOnDP+nMAx`Y@i&KHHoLgPd+ zB`C>%>fcl$29Cy|h=axN#aex>exsNll;l74?^YoaQ__g*N+EQCPoaMZO7frjH!p}X z;^@-QU%XH*_+}qr>~r!ju8(rTca1{a0VKGBe|OBk`Q}g_=+#1WP2aBR*)_fIRk*%_ zUv=jq@t&as#75IM!@{EfqP0%b~< zKcc|dRH7Rk#aKqtJ;l{w712-OS5?ngmbhuD?%Z7g;+&yp}xX0k0h1(4G7F+`yrO9!)0f;xH z(Hyut;nu=c!+i^9K_sq*djbx&5Rr(qy#=loZWto}C>*|BhB*Z4Ts}a#YNDx0< zEh76SBD)un?L=fRLqy-`1&N4uM?}AkNBSY6a}m+~IMn-vBq3h2BL0ZzZkrHaj27be zDAzMD5Muj9LcHP-Vrr%k4_+a};%kIBD@%y?=A)e51^#71xLRF@Tme^$>s!}%t~S>< zt^=-Sm*3Uo`pWgS>!9mP`;S#W+K*Npwf|i8v;C*4pX^7fj@S=Z9k%~a^@IKUs_#X) zcuA}mFN!yiOs|O7#0v2!67XU17xA2ULOd-#68}WveJDN`Ux-h{XX0(~j;I#3;$88+ z*d_M(PHa0-cw+5|z=`$~btm?nu$`E2!gM0xMDB_EPGp|A_Jprlg2@{$DM>X8r1I_qSWxv)aAK{KqWEvX0F@ ze*5vb%U3M{%9F z1Vw6=n1KRxhj>sdMT0p{+$t7`Q7C?Aq4=c;s~Cymc#*ge4bo(Bt~eWo@%(GGOzl1` zS4+@L+62v}?bGVCb}gW-)e5z3noqkHt>S%XDHBj*CZI*!C+bAI2#B?!P;3)Ekric$ z@<(~2vUH2?*S&gHcT0DFcW?KsZkBHTZr*NN466)>4SNma3~`3r4YLhfjH`@?jeCvb zj4<#RXB!JV1rHajD0sBsiGrsK{!;KjQ zv0=a5_{)Z04*oLi*BgJ`@aw@}hjrZ8vASbxM`Op)j`-u}9iMyruH&nZZ#~|4{OIxc z6X%_nd*ZGWMJI|+RGg?hQGa6piMA6RC(NCRoufM^bzataedjHmc_=%pPdpSi5-JG26YVVNaz^Q(Z8c# zM|?-$jy@f|QP6r#>Q&iuQqRgBlX_H|Cz&f_C&gCAOp2+Do)leanq;c%etq}E?)$qH zce}n@Vz>QK#ZlKsB}VPni}maEM18-p*m#TaGUI5Y+1O^NH&hsk47V6AGmJKv4Q*Pz zR-qMXcWF0jbG513dD<{7UemRsIH0mo>=awY1{?%dfU3L0)Y&LWc9fxUC`A^O zr#O@-{yUC__?UEuAaSN$@cIPgPtrkjehJqB_X`}(xeNY%ga6y5pE$mUI|4`V{wy8w z6YfX2Z{fa%BaVY`U%~w3is86FmOYnc;LbD(Iv#@ZH(BRPJPQfNvE2ddh30R( zxJ*QABBpnO#U{G())^`0uy>*L7V)A=p@qu?7kY8r88F z=}i(DXng0OoZleFs`rbP=zw}@{I5j(7478?@elDa+Rv}V3t9uZCF<4xj{koQ{uAh) zeiSvqe?n}5EG{kX?og-2>mi;6EWc#6U_4{5>H|K_4AHI|Snm zCq~HyqKCFpl!#7rke%rGdO{<=h|_v&eYC!)v;DOG+5oiw1GPcgU@cJ_q9sW-=8W{e z8RMX_!Lg9~l*UFq@ozZ(Juf+Eyi9*TYnh7<9DH%goC_MyomSW~B@_ge7y6@oq`$7$ zmf&6fkJ<|=OE z22!=c?umQh@19r>zbSDm{HDY$@JA=Eg+DrRHT*G&h49BD7Qi2y*lyG6ViS+rv_f;@ zVff97ZSeO<48Y$b@gV#?6aDb_OxzEDuf%=u_eyMpKQ3`E{Beo(@b^xvgTHs;PWbyI zR>9vVu@e5iiCf_Bn^*yVe4-cr_{3uP`z88pTA-h~aFp2BU*DQ08V8uxriuLnhM^KB z#MP&X_5{8pf2yb$j2n9g$E{8i6^W*usbXs)ZtP2p zYlnA;$(JfBhv0^PNZfvSlT1aaVrLR=1d`&aQbqAlQ-@7#7>XNpL(LmfMcYuH1|7Us z(`uXWS+^nk{mFWfO&m-<41eP=lWUal4>Rpd6K%tE_>T@V`O<`IxTz>j6b&~WP8Dm1 zn;N0$aMQL_v1PcaI90R{r?(15n6}!)mJx}oY}(-wiG?<;cqHBTjf~r16CFW+fo%gC zrBIpc?9_&cV%#V;#(Pa-i*YBO9M$8CO`E)mRR-b3s3>^9 z-?ipOP2`y{1u4)*@7Kf@ZEonDX*4ChCB9KdLucBni>;dZpe}Z5X1^{PHS^jiaZrof zuZvZNcvqD08RGWoVy_`S0K72)PuCjjxCS8nDVXqzyG(etK{K}pxsDRoIINL7s>L1F zh1Za)yr?sniu(yHG%M;S0){vogVb&?7xWVaMsr8Js4(jL;zgA{bz48gZBk`F zu_4y9p`TdQr%=NQOdH}&{&=w^o;bI~BXbePx^_+bM#HhOD5+Z9YKtf~=&LN4$(xET zNZ_MdkyX@pGp)6V)zMqD_Mu{1&-0EB6{~tB77x|7^@@Yv*SkVHJX9R+YuYzdwD+|M z;f;@nw=UkibEw$a&(t_n)c3>fqy6IHE$(lw94gihFzp>GyaRB%Za_S|hX=%M#s3MW zdXOX#3DR_^*gr77VyN&BGSv+gfkC*vYH&Qf+XlyPz>UEsXk0KP4jQi>LUUz*lBsH_ zXiG9}151)=%TQ4;)Z~M{Lrq=;I+W&$6mR-N`kKkek)WR^5;33aT<6d(u$e0i+V$pQ zgO+P4GGOc%5AS|WFEnU=4HadlLEmdYHlPz|H0XYVwvW6aO5*H|tfK5PA2gsA6!Rn8 z@9Q&~yxm2Wu~_qU7yETokDv}e#{_5ig<9g?Et=S-=^G%54CYl3TMT;J%bMsgnD;?= zjrvxIqeinAVy&)syo4*=9DrCGrSF6YM47ih6m`>!Aog`Lw{OPl-SkF?`tIf`h{N6W zVu+n4b0I{)q#vx%L}j#jFN8l@uYlMRV_pl<7^5HEgsWJyAEGfx(Z?=OQAz07qG-Z*^&L|dGB6~wCEdYcbQ z^fvEKz*qY+rK#qP?%a69Q#w3q)JIUIekNpSk@-P3-TdH$wRO zo2ww|`|HIJYX_JMAu0#x2k}v_D8alJq9Q@Bfapjtt%X=SP(Qi>p$|0qAqocRl@RrV z%o`xu2I=jk2w||<53z5sz7?W4(Oe8snW!ILk5ib3nD;?=hv*d$Z9~kfA&QdpKnY$* zGVg_GPtrF)pmQjK2n^NzUL=pjTnDk&q8CG~wVDecwpsOk7)%r-o2wu;BV-wUxX#k>uoJw-2q*g4F6^jS?D9H!SnY#nai0?{~JFM!xE!rX>}w{wJE1+jLd z*$1(0q~5Vk6NNVOK?t8s-v-fPGkYP5Q}v^Nfr6>#{Sbv|`WA?NY38*M?P+=&%vC!_ znHwPvj?#S)TSuE$K{Srm52DTWjxpCmRE^QS5Jh9ns~{@I>TPTA`dD)##M-lTAH>14 z%&Q;@#_0#2MiPuO*Fzj0r+XnP&o&oA>_1!I{}fW`9P>_yz31p_A&Sp6yC5ph)f-ns z!Sl?O5We&DRS+HLncJTPzNffyw#?h^-f!iy#^=*8P7*u1qo4LF}BO7ef@;%>@t@c70zF z6oi=rqS&FYhG=t`J6580r0aVj0_o;$5Jee!5rjX(d~^j;aH?JhQ8(4R1)^=LUI4Le znz?N`QgE7H1+nE4vk#*261}4k0bOc72(kB4eH(-~)9i)VnW-Or1er74ydR=+y1oTs z)eQ4mh^;g9wug}tGtG?<6*F}oM8{0?DhTgo`oV{w^=0OIh~mq2FT~-?&4m!FXX*P3 zp!F>CPKcr_^tBNFE6gs4g4udwK2(}*u7qfxt*?Tpn`3VGAP#f%dWdaK^HzxcPQ4JK z;!5*jH?+P|-wCl{uDJrDZm#ZvSbdc_;KB=6>6H*gSDQCLY`I!*UnY)TZT2q{Yp>C_ zE)#9nn0(7b(Y1QfGO_jA__i$|xOV@8!L~Q%`f>a4DmCoE>vA(jGL%>QG}Ata!`f&s zGVm}4FqAvS)!n==A&lruA=;z88eOc7twa;wXs!rexq8x7Wv?y4tG2kKxbpY8s||1O z>l;@GQ4#Mo9NvuRq60(-M+d}r;I22pyc$<)2d**(@USY;ydU{lpBP^c(Vl3gye>#; z*W2)L%Se4EUa1?YZ-emJ_8S}VYSCy@1uh#$Cl*6gj!7(n@QzKSf>d}`VjD!;S&920 z_Kr)ehuC&@VkN}EbBc`AR}@@et^@h13*xA+*mgnO7PQZS3lgdzyyMM#Au7hlQ%k;Y zd|Vqu;e><^h^h(ZqH?G@A#N?i(Ft)rhz%DeP)Bg^LUSF&;S1v$A=XZeI|#9JV!}~~ zj)`XKKngF4TLrP@qBt+a{)-Z}K&+l*u7dDRimQjHpA@$rqJ2_A8^qSh<_?Ie$#I1h zRMFz7r&@h+f)AqcV(!H*j@yr`!YOfW5L>4tbU+-QV)h|o9aG}ALTs?dRiY)|Yfor| zC~}xrZGeJ~xMGMZM_dI&nAw>J73H7*HfB9U>YTy51@7?3#D(?UPIcFELNj7m+RBEH1 zq=_L42@n!vn%G1`E|o+Ks8M4#%U)p3-rNfin^tO3(MF|~T2!o9sl^sss?kQJmR3}% zsHxJ5ik7yiQkz<|)beRjf3G?7S}qB(*FS!b$9K`Q@AI6?duHBqpL2Gz#n%26Sa-{u zW{BqVYz+_t=gp~w=q#Qihlkel=Ny3O-P)AafXc1eX0MkM$+nCph<)1}Z4iUoGP@v} zFSgfUu4%j2u?M2>Vn-81?IoFeAv!Lx4?%Qa;uwV(y2P;uQ&rQYnJo~#m)hlQHgKuq zAVl4E$0)?!?U@aCqtx5g^tav74{E;5aS)>Cvdr3VA>`-moe&M5bM!!Te9qAiG5ER6 zVTcx|y&d(@?sUjmqR;7QmXpPf%zY4@JM6;{Jv%aLFuRQGaL7rf#g*9#G2pVxdFY_a zF$B?2=BUBs)LE9<2r*h_PF!_v#{j6^?HGdScW2gNZfo?|yC7OTj{Oil9>;*3@I09# z5PQA$y_gz1y^c%h~b?MIe#?=G8-ZK1NL4ysRbMZ5cNTaobWn=nR5CY3EI0LYD13w z5N#pHfSeOUnR32t2;28!_G}J2Iw88lj{OkB;mkpZ_K3YjPPY+9JH&yAqZ6Y3ip)NU zo-6DPn5O%#aL7r!ChBO1Xp3fcLmY_OYf(o-QAa)I#KxGT8KNtexesDAW*>&Ai#uv$ zG2@Prn~?cuR-J9KO|RbA~_%;W`4@d5zYj_uvN8 zW7Yt=N#FIFA;or>gvQu}1W~+s)hr}5lK8F#yjtf5zM3zximdzWVoFofonhN+7mapDr(Lw!rEj}k?kzsjvNl>Jb>!L=FBeY?2dN3 zXtGP+W`5wl*fTLYa1J|v zqpf?oDDHakcBkKhT{s#E({qSc9Duf_S%=d^TN-9klohXyjv~OQ z<`_1x6}Jr-*!bJ_8=}Wzt(_|lqF{!oPoJ}Ao)}4Yw9m!v+qQSE=$K|}n~Qylt#2-h zm(@B??6>u6ZSzFij2@^PnQ6uS=*(K=qh_|Pb*^YU%3429G##}MF1<(F8s~|QV{E;1 zMei}Tj=7>f!(KNJn|a&7Tv2;mX2U$ub%M2d9yXlK2#;ld<6Kd5qOAc5f70HJSf8}D z%oPVtvhJHJ22ZL%ii0QHn&5JZwR0ZMcI+KU{S-&bJW+3CG(odr?Vl@`^SJLc@4F3I zydGl!`lTJ50>cq5Th}ZcpIEzRiT#?xwF;6#XOzqwi>;&#J)6p z%`9;s&9;A*=&;QhoF)2a*m~eHqaJ#P?K1qRy$_mY8fflogjka?Viy5N589h%Z?KCF z4NY`F%c!+uFX}%ZGB&XfmbKwvU=WA4NPp&<1|0?K)eWWh6Y@d$Dl780#@3CY zNn1C7F;PQrRQ|IwthJh$pNm1U)Fa(;7w6?K&RZ^`Wx^B13klAc*Spgh4?BJSXe{oG zxPwk#)D`r?*9q^%6)?i&fa5{p;kYYM;=j_nDRlO(xHo2;wc3bWXccQ#g|Tzs6P~U#v)#~--TR8WFeKCI~*{r5|ZhJ z!p^uq=#9l)K^ZLwr(oFQMGPNqef|InS%JF>Zy<7L0bSAZM9>?GuQV3KX5dLvA_glM zS$WHMZoG1lbTlpvN6d^~W=KuBi_sFzyFBx5@#4iZ1VgNxAq*p@BHK`ZDnY`yh*gBE zjCh4VX2|>)$hVoKE95b})&97tBW9Eo7OsOL)ig{R*I*c1w`?$En=!IHUY{!wK=yO; z7MW4w#uk-Tk=<~J`5n^+ zhY8k*dCO(xLzBl_om4w+(`2cG?lCnJ`q;Q8IQoN$pfO&0*#}`tvoFHHJH4Tpv~w&T zj-qvqRT?5HyH<@Cd%Vw%CtyfNv+QOgH(=Z{SD8QHkMA<85p60ku`w+0DYcd3ZINAn zLg8_nbX0v$wx99831h^#BPt*{a2UR5IB3MeiKyE@?hwjtZ%|t2(ACFzKF`594RJ^mdOm7js}NNwnWpg5x1F* z@rY_jO~ykL!`O=^EXP?hLP*(BMwm3)nuAW(dsD_z!CYOz@DGVk*eVISVtwWri`CNo=f7wbEtSsPi?=*5Mea1X->1Qr8bGslfH)bqYzIdr`s?TK}V*xHzf+Z!pVsUS9 zNs+%S>Wc1KvK|9rY)MHX5(#+acojeEAVM*Sh#SdH{>dlD$2a^ zDz7(`70(un77CbgyRqHCYaP3BBYsIZU;ffh$$fRtts)d^Y=P{&V_=@gSFN`DTQ&DgD<3i>wH?VH~_z*c|a*-J`d#KYN@`YC# zA!l+exY}6YF_y@W-5BXm?2y^_FIu~G%cd{0+#w170re83?cVord}=*RBSTwRNBXe)#x95+2OADuBm+)xuS)Kilj%5v-e5So%Z#6M zmV%Nvau8fBb0s&%<2&L>-tI&+iXmC%vN#+|<_y_4H{(>RcHJ^DmE|L*W@gk(@*G#h z<(BKyv5ok|WK}q(ZNd=~S4k!_W~M(0oQb9RWA%3@Wnh?7k$sb-R+ zJa(Ac!|(OVqX_K(%&HwfpNKhQdCQ&7V9e!_kW|*zbO*3om)es#I&vW2()@oOD271hN-4IaygV4l33@&LL~yY;v>59L;R*!8ZWp#F zt4hyWxsv3~l5?*!ZiE&Y3quRBM|ET488ec5o)~8Ja5U~k$3-{{80O+%xGVf2FHRcD zz0sg6Bw`U)2zvq%O~hh;@J{T5AbenKUkn1JI-aB=xwTN!SQ&==psU>P#^!}e7rP^Pb3Ovo2V;vd;mSoTHuD(PSFbk4 z-OY(dd6;R3oR#R4W!&hEc!-^SDRVF@$-H|`$a74c5xj!6Zh@f8Vw6eEz-zc}A#Y(85V z$%QtEddB<@Ye%saHxFWFh)bQNrA~bH?owyrd8JM%ODK!C7G7vNY@x&1g&RyZ6=0Ia zHq~iXj2u4=X&yQ3$%L0rOj-J3apjL^E#kINuBF^Km5eTqgk$Id=wtyWnzq->MflAfx@$LcAmD(O9Lr3o&Rw2v9p9Sz4~&ScS(2Au4w@;&Z$ zh*=KvI4t}`6HN#`*-(dh9HwTX(I$i*Go2ho)pBmE`LCGR{F9Fl;yCxj#>E^I`pFS;E|gJd0m!`0RT@C$h3W)JTCH&F*7LTS8!#-<{<+ezlAAe~mXUKva;j5vu zY;PdvEOYFI+lCFBi=3qw7Z*C$V;w28GQM$=lVvi)@?3cGgepfuGeUC496u?S>6Kyq z0&N(lv&M5PpEx9QiPL_WF;hjdZH;X+CnqJHoqjcO%L&8GnEBKoSuH{AYm!X+9OcMu? zW2TeIIOTdK5Ma&3E4*ssJmI`3f~7KgCk}s5yKbzlcg74C&T|md7sh_0N;Y>hc|1Ln zxr>=G5IDz3o~z2h$sN0SgkW5O69>7s4C2fQ2P7UZP6IvYQX#JkouvW`Jp*e-tod-p zh}vFz;kJAjLEunB-Y?5DX-naGTcqpyV(i{7Tq|!cT3fQ&S+Z&KItgbNtu2u<=!#%B zghy-!Mpx4qKB-%%6A5|h6N^U^ZtR=bAH(+^q3(gjsFDMf0HeD!6 z&fhApQaElFn+w-&5nBt33)hy4wP%-zk_}tLmck99q_nUY?nM`f4f12ld0P?of+FW; zgey5`ZBd~(r}$z7DA~BSxKLcUsqi9ET)1`f1*L_ebnDtJCB^5J6e4P=bL)8*l_1%* z8xXbRT<4}O>qW_V>q|k~#Mbi=_nh;#Trw8F&b6hbTX>6;ju19j z`0i)*>AOUA4zAO1Ey4Ah{;(BX~~5(ywKiFZE6T& z5HomAPLAQl*%>6mnB%7mz1S_XvJ&V|k$BV@Uu0xq1!|u6ILi_~pEtT_(E@Xn-dwoZ zxwdH21~l;1IDwFvkiFO&3Ma}d(8sWul(~^Ti#b||Exmb$WJJQ@0MiY5tFTj%bGXxw zQ#tJ60@y=M&VhP%cZ7te3Yv44Jd!#>1k)sPxc6gKM z-6=yR3pe%bYKF)DMcG|Z6h}cg&2XxI;mS73l8GnECWOPW>;&@oD<@D;p1PRYR6kYs zZkIf*H2duYt+HEAj0&|uSA0B%Oa~5G6Qac2u7Gz!96yf6;N*&CC9?{b2#V!J-}7X- zn16R<*MvwRuX;)pgTJhFGrQxCNlhFdRDPgVwqt*JBAk%%rgA+bqBGy4LXE3d>4m(x zr-i(E%9E)$@wUz(`Ir*AgCT~)hJY%Xb`IExrPZ?(Eq%cdT43jGlmt|J+m_1_tWL(OOP4dl4##O%g<7irJ zY@}8uNsiTuP;Y2LQGd0pYgogK0mn)VuwmJ1q+{7sOVCZ|LT2bm1HN)f4*81Ypf9iu zcHwD?w7POl4*Gd9#p5|aJ8@ym@m`u|jyXu(yr<(*(~+$ssU)9D#^(+uf{vB!COfl@ zE7&fRlgi=S5by z%*&Lq;5oI29H);M3!YQQid_*Mk9B0bPni|OJ)+Y1xYk4K0MU|@fcdJ}cg2U6%UPP!ayZ0o?Iy$Vhy>4Fcr@A$3iZ1qk%iF z{HHX$j4^fQB_ih6NpV_Dn8xDDND1rYE-~w3 z3Z2qQxyAxxsTm+wOcCUNVvLW==~!FlK!|pncZ7CqE}W-se8~lqIj<+j7PTD;x$)wG z8hq4RC4@&^Q_gY|&Hc}kInvaX%*fR7CoRLw`jN%`*p=J(vct5D8tA7q=p^M+r=MK& zO&kp(m-;Wm0RY|^!ejWwxjwNc6{Z`zC9`BNzM0=^bhfyl#5AzCLFp1nV2r>;h%(&23N}sS8mc; zICGq^Byq`c$u-dulkyNM`7=AJT+m+45uQ|o5))~p1XVJelb zZZ!|du+*k*8TMn0;`2>uGVVVF4#DI$7jvC?H@0h1o0c-XWGZ(pN<}5+ZF9qew~=DP zjlE8!0_!Tg73K29CT?1{oVTv9WI})to+?cdz|3`7!XNOA?T*YdtTD|p+NERURBCbz zHIk~+8I?1oWIVS%nJpDuzTRUdWM&tO7PDj`>NX3GV^fbe=PcFnv58Es2*;e|mScQn zd5H5^Xr_hpL_D~W=i*CosB|fwILn7y{J6|mkhdJ~=i*xs@LpuNBMEr`d4_yl7f&Bd z8N@qsRq~n9;T|~e69zWP%GgIr35l%0aXJn%e0UU&hY(KOI>QlXB6g`v9xLRrr0_gq zqGddZV8rRcmzaDJ;qjZ+GBy~Wmv4vTkP+W0kZFD;#!t<&y&Q zl^wirBOi^I;lZzb5`ph88OFQ?k$JF3EWQgbV62wU7x5bQr%h?TD=c#r`?O&mo8dl+ z=e|++2V8iGW%WEfYTz@$%kX?)RrOg5V)8-3s&d@S`?PV{452uE8(Q{3t}Wh(L14AO^)LOYA6J@#??vM0dGWi0inl|WUmV3x>f!sF_%^7} z@!e%Be&W}PaMn}QRSGVJe<|EbPr(-~aam6}$_y`Ze`Xbf`0d`k2!Nj;6N!tZ8pS2ix*)d%cM$n2cd27N08JMSuRUs>$)gU~i zI2&J0594RgAlo1hoP%$KV;*h_)h%itzx(n{=2PW2fi^{ z0NL_9zOD+n4c}Ppmi!8S^Z>H$*Z9spWcLWZz5WHO$g=8U#}}b*wl0PtR~@4Z>s84A z3A)ID?8wwb7Gy5|0htw$O(*H12(sPK#dgST3v>~IjGv~9ddPM8x@d*m2e}WjXq7H{ zAnVT7#So-z9crNlb}H0`0ofxZ%7wbX?Om941q_3GH^sbYI z)nN$By1BxNFM+4k&li@_1;V;}q0k!^3d?Youm(;OdQrB}_Tsz3r8z=xTP(DqJfR2j zgtZ}G96!H6XnW2Odi@zfD_9|{BP&IE*EvGVSSKu9>qPp%CSj@nteDk&vCvyC7FzBl z&~cfVH5x(Fxk6}7R|vhiTFk1y9%)_={~Lr}db6jSteJNU zOUJi`Uhy4aDY{Rj_kUOD2fin!?fI#&WOs>a72U!%^m8#|_!%*+_c<}Gd%u`j`=*## z|E`#}Ti5hjU9${WG*pI$I?~eOXh$Mln{7us%1qa$?|^Jf*Jg}P(`M{On`)k}rM1t% zFEGr|()wm|n-+OU zOK*7udF;@p6?AEq`A=zj>rpQr zrd5w z`e>D|JF0cjR;}y%AP-jSmcTAuU$t95I`=Bw(pIbM9kse;)pfeQ?mAu6;P>9T>U8U> z8+Av`jk6n18FTueepWlzv0k8or@hn;Uh#wNclyZ_}+S zZrAlSw?oJ6_`SG0biMBm{Hh#&TCd_xU60(UYr}Wy7ROz>R(u!o(Tv}j!#}!KaJR1Y z+^t)N@6ok_7Tr?(ZC$JXHu83_t{uErx7b>BZDXr$@!Y3tE%)h`&hP5l;P-T^?S5VB zzhBo6Le_j=*XzEoYjqFkmK6``*3P}U=6G1Qv^=b9Ll5iLrXS&l?H%NH7l9Xat9Vftxi6wD`0>2qUg&-qW5LUM z+KyK-M!c%0SG=K%#y9lz6~EO*#cy?O6hC~IJ*aD)Z)1#jTi5pg31h@Ny4E_Ri~jeJ z&Ir;O(RJhh^z>~f;;Z^6S@e#REMm_o7OiuxMR*ok?EQ-@!hV`1{oqoIC@8R`?>NgM zTFPPz+xE;ShRIPOWI!iBZGY*i?uUsNgt}R zSaw%i(tEG8=tZB0zAstQ*3?>#s(#F(&+o8Uhkp$DxMgFR?W6|rMv1l33S}cKQ@elJoYti~3PnjmHm=>(3ScDbhT&YFgPs1Docl>0$nndKN zH}>bKL2t*OqXw2Rr5qn6tH6#L^M@0_@^@dQJLWA@nxiKezZPP$`psWQjr@&%84kZa zXiE88{gUPH^-C$|N+}(bM^mbQF9AQnPR^h_j`Da)lmmZ`noLUd?>;zcP9)YCsC^3OLo*?{x#hV%DI&DC_hCxpK<}^sgw&TvnUr)o8YF1IMraX)C zGn8v6*HWHMc@E_|%0kNZlp82FQf{LBEakbBMU_d4Tdw%C{-sp?r_>eagR6ene?$R`#4uc`W6LlyfQP zQ)W{ZP_Cj}N4b%*h;l3CWt3jZ2;~>I_3A>)t`(f!hj9(!+HHZmRp{Tx zwLVSg1Gsjl3;mdBLT|%$mQCp0xGtG4^!>Qbo&k4U$Ile{4Y-DJMeRa=8&~Npp+Al* zYqrpD!Sy1pV~!H~g}AVsw*NjYI$;GuE*LGZ&X9}$v@)lgpxE{yVjjI>e8@S%V^&u|%Cxqo> zT-mr*;#!ZZ6qg5A6xY?bZo%~}To2&t!qtoG4P0;I`a7-@PZXBrxOU)*;`$=4dR*Vd z^*FBQalMM`%@c)iIxh%S`9mJ(R&Oj3^nx$ha&Ad{sneO4mtW?J`Q6S~Jn9dXZ*p%b zft$O+6?Mj=E`L0>$z50ow=-RVK-leyhojP=@CMuk+E3J zUmp73WXvCmd86?{*&P3Si%n4WKPYC@8}na@s{HRWc4j0It3ac5?=1Z9m7SAUxb@tU zWzPTFT>q2y?kYJvH%rwx;PVH(WeMNZV^d*47_D2jq01*0vaW>R66*f>$(F|6z=0=uFIb?kKvC^Zh6cbibr?JrcttVQp;d& z|E1_hDCx(?{g3h+h!uLKu*}D&gh;;sB$9t(q-EwzhRTsMXTlvnv`HN5f2d8)9E)#G zS5A*B?wV9#<8x(fS1j%ga<24G9^eXM@vsj)M^4-S(M(=gJaL4R>iqwux`}35=8o@* zc(G&{n|)O`;~ag6QI=zE0E_15V)@~z!tw%hf5@GPM!g~Tu1UsW$b!qm{?Jq&hbSJK z>z88ci+ST1LOo^vxYLCt5t4}cJ>IA@>NS@plhlnxEbxc?@xtPXy?)FO!-&@vEu1+1 zoT)}GEHRGIuMcVMXU4-^ffbtOD~X>O_eO*MkSp#r(=6R|=<-80M&&wj?P0o>ZsA~7 zz-;(Fw$q!-qS8Ynh5waE7yc(H9UAFhOKHmTUnpGM2wuo3_&xlPd#fG#--V zuGkri??iWtVnJ*=RJ)v9+d}3pcW+Rj#%=M?dDX*?}M!eBjIOGcW`HGm zES&DLfD6f#d*xCT6Q+A7g%j)MxL@ujkPiXVNjrI~p}=R(tB}3`)+>;5iiU__ixJ1r z>x(4fSiithE{xvNVEBxAz0mBdiu&U~EWz_o%%E8_klvuXBC2E%DM*g&GG#DaiSTeh zzZT9&xXS!MD#_F$YE*H$k(^YWWI1+>6Jp0AUbo-pN6uvaFb0`7C>kQl-H&j_+!bDr zbC=&6K)z$4WD2MQYz%}m?h2u_$|hCrSTr6Emc_827MfGcw2Hx(juygp&f0S}7CMVI zZ7Fn?Y`Ub-xqfNBNZTNsCFgG~b>=(IyRdMpvv`wu0&%`J(-W<7RXW9MGt0%u@j(|d z{LQ?o3O{lhb&BuiS;dglsTUSq;5_HN!u8Iz;^GaPi=3iOvx?SU>2>yJ3(qMvQxfrF zsDwvNO$I!Q)}CEhByQA7F5Z0hc}3!0c+_1jJ@+yBt5W0bOmE_ax%A?%hk4UlW$AO@`)QtA2yVQ z;^!I+Hl^0XRf+*i90^X91@We(GJXWFgO;jzY|2>wO~&7|SVhOztT4|0I{Dduqx@{Y z4Teh3l|2euL-B%^7xhL0*pAA<1{>1D!dy8MBuSnWH81{Gr z=teHjnEn651;WEe zr$Hk|9E>6XryK?1(QrAMZt=N3D8nCG;8<(NZUj?vY-`?FM?@@f=d`5Z#rse{{C8;* zb9`_nVy<$pzqr^vMLQmv7K6D0US}B$2mhr>EtNRKC`0<G=R+?aJ(sWAI9b%&WwqlBW}+F(j{-Xcw#18e+ifVucHcPxdN^#X&&*TnPt1;-k5n` zGs`EQoK>Fidz{`Y60U%FWVT#Dil595CX(U*=8)5(Q#^UJoClrawv3o~J|pgmVqSHc z(;(*fE73HhR?&T2LW~?&iIyi!8Tf`-2z>V}1pW@3`^>`Y23>K{Iy;<*x^Z%57Ww|!a$Qia5m=saCDb= z|0uO?c*23+@{oqm*BxaQZSt;4d`aFuii2$(G2fqEC2oPk$d5G5Tx#4Up;JbA9d`$w zkau13?kO|!Cd(eF>{{e$ z|MN_~#-TF$bvSms2=9rJ;WpR{w+Siz7;eM8QrVt+CWn3*KCSJOL;n$OjStAs-DBCba*?zx#G)(?=xa_%A+PUuz*+67VzvF0>4DKCpH(UDsGUQL-GTaOoi`*@l zO?5nfPI33qvL?)()M0-29iyseYTrK`V-@@Ev&b5{2e<7HCiBsFOiVllm->56&raOd zwKGc(9fK^r2$z92)AM!Q_B|}ivFFFh_`gH^f55%wQAYZ!jC9?xuuZ27Is7K9Chi39 z89=pI%e>+n$4Ub{cr4n~3&+O9yYOpxP}kw}gmn8kc<>b+aSxcEqy5sxBYVsczn3BY zD7Af0hN#1*X}w<_3zZ+hz3vZYxEnJN?rV5lGJ1o|#RxtpHL4qrjk>DD_Yt7?RjI!D zjbyLcn-PPmZuoTHgh;LJKExPvD_lD7 zPxe1V72kqO&&_704kSai9v8!i(gB|VgtdyML7Atfz4Ej6wPdL0kBf;n5vH+?`Ua%F z_oT}nS-cfyMthG7nWNtg7_1t8si8v;R-xsaPaMQu$6Lf6+3mZ(qN7^&B23$tq&67; z`^Up%op2fb=#U=Ra=bLwYceprP&?Pm*RZRPM*SGX--GkOHS?iEZh5fg|IP8`!GKeY zo`4E`e5U5~i#u@J`Qw=gg6UU${e+OYHWO`d?*9p#Em*kUaDvApo<9M{5STFWQQ?Ys z#rp_Rcb}=_*SHu;5q>dpt*WWi2ncDx(3?Ytoi3d(7OZWpA;$O>ji^o3U5wCv= zdp>hQlq0-oneP)_^UKATPW6kgFAR#&g(1bUMntc{{&X4*d~dG5TNPL@UprvMKymSES{Ph5zo)tg|m*BxaLzZ z(-V_Yf9Vs+)Q4o656RTqPK3RGYS)~yb6p46-(iNmzVeeVt6z|R{_lj?y6cm3vDJ0%J8M~h#=4^58DN*tKDKSxF;8|5D z7Qtbzcyw;1-&-X*=gMY33rUM>KZ!2?>?|aVej{^I^GST%3fJD3P1l(C>xua>(F&LD zVKd4jxNRDk5amG`<>zqSb5Od5LzT`v)MwKtu?Zc3bI${_V9SQbWo(4}3!H`?lObJL zRJvk2o&Jzdy!pvWapN4c)jL?`+X20|N|X4-|9vtM5#NKu$cJcLKGA{O?ssJ4LN|PP z4wQDo<=~KPSFLx$x<2u18U03C3kdRx4Dv^~)c@5?H;&_u=jZr*;v=~2lhxrvs68hk zV|UAXZ+M-VxC>65ugFXU65^JVa8MGiiiwBd+WMGjjHhth@}M$?=sXF@ya<=!hh>TP z@1>UC!)c^VYVo>4qVJ?cK#a(Ex58i4os2@?Bt4~Zu0C0|v|HiU*@gr}2kwS$Q2I^l zHJ^-755u(%&xH|3+S9kfd$JjbL5;MCAGWoxHlsH zW+cR&Xt4*LW{P_ar1dj1&rea=({Sp-19J5HyY0GZs5gwbH~{CyCK+<*UPgWwPW^XF zr+qKcsTRuno->_pqSH6vGw3+67%%NMot;4WR#T$R;gWUg7456|;O z&?PHfqGMjji&gE<=2f|3L9BX%9?^{$wZlh2(=g(p<(r?Qrq+bB0!LEfhIzZh>j*a3 zYYxZn;I{Xr$yYF!er#+phMc-p)@^@5^xRdq6t-#oeDm=N**czKtm2=J~K&OESiL$r#texx<_< z{9@!&ac?LVj*4%>@xUE2dmVq2+1dZLnH|}EzdIk@_i-8NAlxi!C~Th}5pT?wE9;sC zi20Trz14ca7eTk_o3EAv(z4?3hl9Ul*7o$3GCRu2~kSyUDcr zZ>37i%jw}R+%^4Dj$h%BSKM~0I;RuuaPE}O>GCB5InLjFswWYQ zI6dLGc=uEv-eVAdJGC6!4*3Q`C@wxY)!b-{FE7NCRvZFezYr%A@5n)}<4^Ll#=Ji; zDDV5;lAkR@(rj`=cJo3sq*g>|`V*Ye(8vkJ*G?3qh`@DAilp41LE~r=#f8=4Wu1+ZTCx0 zIT?Q~i#70FICuU)I{U?KS#p%@fXn_Dq#0|V7fV%hFZi=8ulUL$Indp7nrZWgPeTE^ z%*q``jFF!uRlk!|ea#}Y|0m&WDHp%XQj3q6XkJu>SsGrwZ_B*5+#&i5;2r^hFv(a*`%>OIkwrdeM4K{gcQNBmKzi25I7mEr!;_B1P6-FJh)Q2Ewb=S$y zJu3Q_)V)kU_J-Nh{oT8m-U{=X$fu2hCjV89E9{_Q18Z#vDOBuAq48G>_Nk zN(9VCfI~)c_35%jh?`Cil=;eI;@;EcV;*%XBHB(zJAOxwBK;rA=7zH!kElDHzRmD$ z{6IE~;cva-s3S>Er=brPC&Y70kda%U6gB&34%*$f5Zx-<#P@S#n|M9PG@JNyj`?`t zuL#n1y$b#ZdH+qBs~Rj^&ljv~MiykJ;!Ci0@E|0Xwv zhn{NGjETlPwAJTiTOWB=#_<5+BlI#?AgdFlXFyqD(_ALf%auC0T zmUg&eOp$&#ic#l`anX~{%v^(r{nx=$&08PgNwoOp(uinTDj!;i@4~wS-k7xN@LFM#R44YBH5UD5B_zJ$>e%|C^g8#WicYX)$zRe8Y*bt1JX;KK8p_v zU~`$o{qSk}zKlBbDE!m$#8W)D%!`@#^<^P^{%%<$iYL;4SQZP5zb=c5JKqC&LdKZ z`8QZK-){71JzB@YVXbxMkXEbj&gjwi>fL&+^`Ks3$sEu}^vna=0j;80b2RC8qdCpt zXw~a2gXz{5tt+j4dXufVU2B@ruGODx-J`W?Ms>H=rq7?h|5R&})@0eMwWRIQYqd3N zhUUVd9k(r(KCMB^&8@RE=*g?qGXCEli~P^9+RVQ_dQp4`3D)VYr#Gi{*y=2`cpY{) zt>g4P$75A&?bnU09(|8yw{Oh0A3&b%c6+^UZ_>@!8Ft&g=~+Ws*5LQG_G3qm@3;5Z zoAoaH-kBqoq8e>L+a3=D>eCT6!?r^uXtNFL?ONNX_Sy#YeoOD{AxnlMV}4efZe$yE zv%2*iJGykF)oZci|Kapz%RzlO{h;2EUJqN@8?4P1xZ81SuhDDMoAl}t%bJbZt(Hbh zy`=?3whvqEZPV*5!@7NszE5j;SsO-CtwqIFTS1MMnUU?tSd}|}m8ZBUVz&>cjm~h? zq}j5!ZQs6b#I|nKmQj2_>(@q*b=&-m7Oi^C9^F=}9r7XFZZ8A&Gq18KQ%?6u_9&CK1S4I2CBZiL@PEB^Ld_FADx#u%~Y4$Q2vZ5*1}VcXc1*?a89 z?qk;t%<7$vW~Y^IAJXR!YVD3aTAy`YLG!FG8|9uBm7Mc_3zL+nS@MbO!L1J`=5n{QYbbHW>GPbW zcoVsTyptRt|CrqU85O>tJV>5Zp!7M`DF0mY_O*&Dz$a@pVvt-z|6%g0WO23%FP15N z8_Ay}$H@&~sjr6oSMq^#RDAz(makB8J2^rwJwy5LCXaxnzB=-v70SPHy^0?JOaB(~ z-SqF=p!^>ucaxtb?3Kcmtgou$Gj+kf25J^coev*unI` z(tkTSzE=6?9;5tU0!#l@Nj_U~`*F(ulyejppP+cjI>jBCisuz7&Yh$9Q|lEsouv4f z4T{?h#Yb&a+&NcqvVE@jl;Y>;zm9zOCKZ0$0_DH@vx-MfRh)6IDo;#1n_mH0g%k=k=?H4HCQJ~^qKpt79_?zUqGZYV9sKRHTsd(Tb zmEM|_ikEFu{zc?CSdRB=Rw@6d$wlO=E>_`3)+qlc$#rKd)-F-;N6%4w30UUewodUr z`ezg>c3-N(_mHn7M}DaMljDmWZ>b<#;#T@+kQZ!M@mG-dlDCu3xlH-jkY6OXkX@M9 zWO=*EL*#?xtDMT;@eh^$>>Y{=$aj*rk#k(ie>eHZtHNiK*OQCMd&qI}i{wUfrccH1 zAb*ZLKyD#hKUC?xP0k|cmaF(hsWWl`rAj|NbV=!L>3>Z^m@tj$tPl+ zBI9o)?;r=r_mb<$2g!TM`IoEsedKELDEV=+fo&&}5pR+=l4tK!@gw97}=o8(6Fw1CP_Cpn8eNWPeC*HwDE$OYuv$lJ(|kZZ`V zkXy*dVjU>$-$UL^9wvX8JjbHadxX4>{2Dnx{(#&-J|(2|caWXr1LV8NcB|6=YjOd3 zeOSfcL%yGUfc!Gqo~Gh!5f#3GyoS7;jH64lydC5Q@&WP_WIJ9Wl;zR3+sVg#Ugf`!d>UEcy(-y1K10qTmy(OgesVSWi{xhV z*T~)ER`L+}$K=f8ReCRy*O1>LSCB`^_2i>>tNiaHFC-6;SCegcQ%aVnl$=YxoV<-( zL#`p;L2f1gki4J#1bKw~OR|CYqGWo1B5x$8eL>|nLOzMyNM1(nByT1UlD%XH-h7h! zzd&9={yKRF`F?T>`AKpQ`8Bcw??g#`?~+%LZC_OR-9gSFw~)7zd&pJfVR93B4qj7| z`hQB^L4K3mLY{e*N^g*yOU}ltMKb;cE!+7VzPY0NXAc)4ZQXv`F8R~@=wSS@&LJ!oc1M^UMKl9@*w#v@@+sW3eReF8oMPy+p{aeUc}qc93VH7ze?^VKR_NLzf8_NRi!sdUPGQ+ zr_!q+uP4`&%gOu5d&mRiAChegmHuCmbIJc8ZzIpSUZqz?jU zB^y~xkGzpQN{*1{-JsHIByS{ll0)P{ay{9xNa=r=yn@_M-a*#CqV%_rv&e(wE#&Oe zl)ebLlzc0>k=#M1AfHQaAXk(7$loTkCP`^kSNkB}ENDE-DVmEJb; zM)Gy!2>D@hBl$PvPV&sJD}96HWn{;4rQbM ze@)&)p4p`I?&$o1qPxtDx9IrD54 z|7r4e@?Xf!H>vO!kc-JR`9?#n^lQl{liSFv$i3uC z$eHIWebwYO@{8ml@(?+5tI{{SRpn<5Ih$Nd{w%qhTtT*%sQA~Bi^=zr z8^}+R`^X2#b4pcw%Y7>S9priB7V=v1AbAHl`vMjJDsqJUP4ZsyBjkQ^FWGvbia$)w zA|L-`~lIUR9y^XOh!|h+MAtSLEFR#cz|F z$sdyUk&pSlir-55eXOW*JuOYui?j!$kjHj9Lli~aH=_cz! zh@;Ry2mLDj6Uam4`Q$9N|K*aW<3p(Y6q0S4;tM20pI~?|d4&2Bk~JX$^VIukza)1| zS8Ru$^e?t5&Lj7yE54B2j)1ro50eXiuilr$Yh`BquHPx1m*h7U$H~SIRQzUgu%Mc}KV6_f2*nq>4WSW0TZx+pG8_auN1nQeQ5){~5*SkoW&a@kQhT@=o#)`6_ZZ z`D^4p@^{FCGHncgY6!r82xFU6p4e^LrdQbCvQxooxM` z;?IyID48ZU#U;=rR08(;;YEJ8NQJmVEFHmi_2B`pORPk6~9WZxLomvU-Vf$($+n-h8JIQ^|DLz16MSmN{4yiA`U-@T~ z_w_2ifZYCy;u^B!CB^rVZGDP+$vb|f_yh8`*A!>XV0qtATtXJFEB+!mb3pNZx7by9IZsRd$B{Qat#~21m;PsxJ8`Zh!=Fp;Vff3) z)ek8DFnNICzeJuBSN^vrnf>VzaxK#}y zPyZ*#b-l{}Ir8q86!(+s>HiM7_(#g$GFz1|`#$wPU?zEgtKw|(Zt@25$aj?g4)PBC zy8<$QQF0UYf0^8Ww+eqddGvP0?c@W7;%CUkCo9G`zs>eoWKpairMUAWm7YQF4J-e( z@h0sZowE8BWEk$U~PY_K*i>DgGk4 zbf)4aay9e+FnQzORC#*Iff2>;kz4Ck{9}(+>Gxi%cm=th<++T!kM`Y79%B5v$PJ5C z{71>1*@|Bwx3WAVr7s?qYlVBDu(|^xa9G!|;!g>u8Tx$Ok^9!vBSwF<0@? z$Ep0xp}t)5I=0Uea+^bi50W$Si)^xfzCw;1tN31WKf^ys-pBF}ko#!wkH{-npPx9M z^~3&p26-df!};W9rWZ~!%YQSuk&J)N!|ZRhe^LG6F|ub^G5)C!)4%`!RQ`WWK0qEO zTmP>7r(pvk`|mLQPa+>A=aNUs8_5-KtMs;#d;g%=MUK!vMsC=v{Ay{^0~s$NOpI8+!=!y~5?q|{|4VSy zvsix7*D?QwlNgsJc-aYz-yk@Pr27+m7{2R>^ld|MCMmBI!BsEf^qvG~T);Sq;K?L? zFu^e-|7e2i?8E$12~OIL@j{xu3*+?!HzxQ;f_o7BE5R!WzDsa%BCl{2T>tr5SY9=P zLrDD^5PX&RTM)tHNqRWJ$wdF|1Q&lq+MnPC@cBVxF9*SWA7cC|!F{%q_9uAiHjGyi zoC@E3MfrCSd~7SmCkU?j7uNqW!Lvz!@sRQp{AyKP-(&E#KP0aL!9E1nBRGQGZ@~nw zA^s9d@Kw@Z#SmQXI+kZ4xbzK-(+U3h4#po6yqolYV+p=>6{pW6_y9>?MQ{@Fhb)2( zJVX{!1sg+)XU+V}cz7Pb9cF8L#FOyka4~A2tx2@fKc>+D34XpD{i} z@INOpK1XoW35>53yzEzuA5;Ew7+0);?Nc*9*3X|{AA&m*973>z;4=j<|5$>z5WJY+ zA_Z~!PJ+ji{J#=hoZv?UClOq#Ce~-~BdlLNg3rTeN|ApB6WjwnB#Ur6f)9}Nz68(z z1*Z=ncnwLj${)?(lMJp~SIO^S z@Ky#Fs;A@+XYgbO|HR-T^_BTsGT6!BWemQ+;F=AT^7=4%0)u~G@Dm36G*rrqVz7h3 z6B)dL!G#+s<#lJUoxvj*yqv*%8GMex72i~r=f~hq3?9bdDGXjD;!Mfkw=(!B!(XJa zviz0|b~1PogSRsHsEFO=pJwny%wK@spSKvC?=7W1RWO$L8#3uF7~GM;aSYC2@K^>< z!&oYB9+SS2N#DodQw+Y&;Aadj)s7dl!&L$SU+_S5>&G!Briu8gSKw zs}@{uz*QTrx^UHlt3F%};A#k0Be>p#t1(<}!PNw=K)8b73Wf`gnHpNa1;;%NaD>zF zE?lkPg5!_|IMQf)#1ID;91Ss8;7Wii z5iU3yVu0;zw8d@c4;LKmFu?H*102yX*x`bs6@~$D>9xfxkX{HbZ`!0Z@a1K@)B$moHp?aQVa446XpUjJ;~V5a5%yVSB(~aCLy|Wo}Q@L)SD2T2ZEi zcCt88LOT>Fs*@}{6rn^3I5Lz3Nq{Jf-I1Z#fK?EV&Pc-@y@>cwa``!k6eZ8bjTt3p z;zo~>Grfp7Qb_)b2oiilmC4JC^;1Kw7j2 zlmyYjAmV{MT?`YX!2}uM`x`1wEfNk5i8Yc6p`o(eL73FCP)1p#C3%3QoG@$Z$;##_ z&SWNmtK`L#U`dRP2o;Bo(qPAdz+_>hyx`#(KwXHgbT&~#tQ77{=B5%&=BRF(+f~Kz zXb`kU6?94_i_0UE&F5jt;zqJ!3)EwDx3gF-mz7mekI`$H-c|@Y1V$!tGjGhT!^&1l zkJYU!6F7`^1`HWuB=S;Z?Zak*B;9=OUW(1hPm$G<%>+sO;vi8+DAyhWw3d!gKVL>D zii|}%0VolTBQpCCiflx1;V5Eq9!vpNNe-d7bwnP-NLGzmG;*Xn8W~ZG7vzv6r-@<1 zWC~$|OdmpUtCNN!j1d7eOrjFfh+~9`doM{hi1Uj_7M3paJ5`d~@;FH}eIkiECXgRe zTrwdMg&{M;SM;S{f*34A21!%`LWzes!#GoXyn+=$C95(_8P0{nj!6;1yR>K; zRjOn(jTD`H5c@@p>Sd(O!)A9gpjcX7N%DdTq9$ot1qG%T_3?FiSsY?ScZ8-@#BkY~ zDe+c$@FVTq3Lc$O;;j&^o>NM?UOtGQ#L1WD5F?lAq;l(wqsN(1EG6yiZU&t)_k zl{~i_<~9jjWwvGig5>(BzFu#N*^RiA0(fI!H~*K!s2jv zRFY2wG~ghnDaKJE)jejyFS&dXDkgdH(l80X6s!octO5xIg^N~1oW&&f$VODb1Zfl# zO@=1q5fH{gxfBs9q}YhB(V49cf{(eoG=xwjIjko_3O{ud+|4ed`BGPq(fl-M z{u(q{)n(%{`l+aoh?NzRxflw|j8%tUf*A!PbVDYVnL7b_i5PZJNfKk}Q8OWVIC`O* zNfyNr6P42f(aQu9myj^XLKRZUve|+-JCGRyV?}KhGX(HjG43@MPLLqA0wqXIfW~=Z z5c!yn$8cG>grF!GRo3k%1i8Hc5!{YLkTO}cCoLY>#TbQHb(jm#1eg`bH9=6RhjL=z zl16#>rO1h(GUos%^$y?#bx{~dQoe|l-0r~~jq3_-5i7Z+0o(-xwp=oT3@dd?6!Q%d zAv7J z7%C2iC>R*rK@BA~8U|7#*aQ^XPzI$KhcX%tb|?|h3LH!_Q1n4J4R0*Uq8lf+-NqoFJ&ODJ3N;JPwq13-t971U$ij)jWvC4xA}= zTUbP_(PTntFn_WSM6I8gnj~19PP@|tOF^>yMge7%RLZe{0HkQLB^W)ZCz#_bsirQG z(LMr%^EAoJ39{NZt@cb5TW^sb`z`msH=a&>%^eQ8mF6Wt8Gm(<4(5G9>DZJXDeM3`J z91MBTMJjdF&l%#YsiR%DxB!>Mmg*dYTqD{~;Tc3*ud;J$s-O3{^i6h|V0NUkjDAUw z36|e;p2;fD)Jz=7pmEU1nHHDIx&)if+9X)YFAi7Y`i7#x++!t)-HgXdtFnXhcct1B z;LbtA_H&KorYLz2hs0TPDNb&tW^t+TYyeXRY4pV|OvY%&C;@nF#n%U>AMvoYhb9lU zxHP8|CiH_8#vz>k{p?noRsthf8teUF=tIwgvF7+#ID3Q+F+dS6YrMq?8{zIEy3IYImo=a|wDThK#@m zvwo{hfN5}C5+%XRN=ZNun`$`_;~ni(#|=ocI??=F6o-khuwsF!9wmxSh=6#%qaTSG z8EA3XWw)7=t*L{Aba)5_H@4d1U5Q2DQaD85jp= z&+RGb2#3%s!q-Q37!j6P;O2(LjA|xQqe2HorALLPL>mS8FU1rU+7JF(je$6icsR!H zw1VrIfF2cY48jR#%Jo7g)=_y)-Iz$Z~u z+Jw`B(W(SGWC1J8U}~s^(HG|)C^l$RR3JD_XjlYHz6QcIRCn^AD6Kml_bbHv;Sm$o-N2Ui6f|zw?BXm!>UNON zinkMSN$%Yw)d4bKC#E-`-j%XM;U};3`4qz9D%xuJ_&eb}Udy*_) znNdvPzzCX)PVRZMa#;trxI#6UG|E=A^2QxGTFEDvaFh~_L@@uAREp!P+=1DC^i17jcj}C+m8tw+ME26VD=yzbdQ0yJh(4Usd6O7~r+wm+C z9>oPXChrs%1F7@?EIm3%fd7yh((Kp-h3Z)|0hnd0iwSV6>e`0-3)3j>cgnc0T=@%K z!riYP;T<*c$%*ze8mgE~Mjx^aZ%eR8Mh8Q8VnW?X?sVk7_x9h@kvxczF4m=N1sBvX z2&T?>VR;VVz&WoA|JI89G zpBB+yi`Yzy7@$QA1pjUq(Wy=A2$>9$Oe)h_^VK#5rKPDvfAc(1xmEPgEe#BBa>kEy*cv0Y>0fx&TTO%L<2S zLW(F0x<+{33P6v-R(KSF=K~=b7NNqROtg5XSTM>}LCjc9?@y~zLn|l+%Alt^(WbC* zFc6Mvh@Ded6iOAVWU-lJlVNW&A*_el>~i|TtQ8%la5#*C(h*`=e`Yc@OE)K{SzJ!2 zsd(f9x;yu-qFeCLC}HXvkFe7Y4Ck5 z8ApV9Z5|M+Z6Ii1T?2_zJn??x%m{K&#atK;ANu(J+Hg8m^u};6eLrY~2OQi1;A10b z!11NMJ6e~Ab5Zm`1A0}B&L8)d${Sb}9KHb(g)BD#lOhB3tm8%`EDLQh%q~e&o*=p2i+RXQqVu~ zt|zAP*1RE(PBC)Zz6g8ddQi%dJHaT03_-n3K9`W(spHFEWsj{6R^_(2z74!@^Z(JT z@PF0b|Eucix3yKAspVB$lPR0V(|mK*U#u6RNIYmJ+XCvV@SV#x|1``q}eN9)fKGt6Vyq`43CBZ$t{ucR`8|`U%<>A+M6yNqBRLT4dgBWcwEBpgH07W-Asc0 zYyrNj0DBWcf6E}j>`a6u$v{DzfCi!ENcrRw2;%LT!x?C-sIkt|L3C#UCT?BAV+1sD z@p;ixw>-9|(N};kA;DP^*x@lJiz}+8E;`RBP`r*UG^Vz#h3F2@?#M)9DmtGgo>YM{ z@#HrGlA}Aq9?1)z>Hm*yr)Plw_iC@V6qkd=L}^bzuV?TTV38lS9^Q5E1&^U?werCR zn4p7UT^eyeuS>(}5-65=TJsa4LqMjEONT;obUW`|I`563*E&!sSZ$E4T+6nq$bFo(JD|>F?jS|qAIjojA%RsC6#t5wZh%?tzG)-xin&yD5 z7Z^?O6HX*_WMLi95GJ}R9@UU{&@RorsGC%?UqJfHF77~#u47OvHrRsw~b$Vi~6JK0G75*0ohMUCMljEDf$(onr{4!Pt&h)%Y>cDBDmq{Hs z$MiC(11G3nCUxNK*2|<0IyLrEycvM+te}@mo#2;C9rQBF%hX!Nm#kk#AJ#(ldEWO+ z6oXCfgye}Pq+`#WCZs#goep%p17?sPy7~rJ1!5pl|1oWW1hIKF;9HgmkdX_^E%%=@m=3M@m=3M@m=3M z@m=3M@m=3M@m=3M@m=3M@m=3M@m;?>@m)XSyRsKX#bq4&z8btys+d!FY-UWW)ps5!y!)kJV(H4(g0O#~;yMD`WYSPP>Gk3rIk#~|LB-bMXkiWDsf zFF8nWqI#DuX~fAdnT(T;JAs_NZYya9!_D*L#O~w$`?`wqynf3U=aTG$U(uAT3*WP1 z8=cGHSqAQqy?8TN^-8g#Ze)nkc_mr(W^oSlt6ngc<(DGOao-B`<-8RrejSaTY=VPn z0rDkO^p>JYs~GN!eR)!h`yFG=_j6?mdBur+_BmeYbr+<$iiux)b2G^TzTwv$x~P_c zt=8va7i&P@7JuotbaHfHReyVjo_Cj7?FE`4*L%P@s=5BIEv|V-AtyCQ$FQFBl)lb! z2#>F={a0%JLU%y&ddo|r(df>X^roYSJu9~et&J5a6@M}tc2ATP*~g&KhjG0~gf2#u zrI{1PNHLLoV^}FpL8M|7M9u6ldr`}Txu2Q{b3cg)gQ&W6i6}2!BFambi1N}UqP%p8 zNJ~dwg~gv*S1Q2LsSYfis=?B!CM=yQ!_uif#KQ1xVWmDSo$ABVsXi>7>ci5hJ}jN; zgY*QWsq|s#R3Da3^7Z(y2Zyo$ABVsXi>7>Vx#epBiFa z*i2$sDcez`;;&dM6X@5jHKfqBvf{6$D{0av<<(>* zg?w*cNpycJU7s$sB>FC{_(5>YPg_!qPoe4!l~gK27Ry3eDEYv<4v~sba8exzOdgdMr`kE;(otI`OGj@RmyY7hV=>#$ zkce#_6vtuRFcVjAITKgyH1}qWIICdwp^+o?6;g8XG*WW$R8n&BEUDz;dAE{_PSUjM zs9!&K(8Zkb@hrj0He3MQV?3MQV?3MQV?z@)FV z7=Fv6)=Dm(+Da~--byZ>;)qLMb1{CKN6nR7Jk6C{Jk6C{Jk1f8zUDNlaZb2+nk!}T zG*@!*G*@!*Iy=OruerDgIpmQs2HUc70;Z!=RmbguNwy)64ah!sT{-W=0S)3^kw4U z+g^I6oY`Z&AgI;5Q0vr{U#Jvyd>J4cP^ z*+CVubJUDEbkrO*q|rl5>N`JP%l9}6Fl;=-GHks2f??yCQe@LtAGQVb8R&wr=M_aY zC$E-jPF_XToV>caIq9+=&(+nOp7o?MJ?lw1J?W`$b;Z)U=OLfN&Z`%PomV*yJFkWu zc3w}cVAr<_-Bs{x5H%;y7HUqO8PuFS3#d7Hl~;4}x-K;*uiK)W`nE)SF`n(H@$+iPzy@%ln7 zUT^F|<$7Zi%Il3iD6coRpuC>#;GIAD=Fp#5eouB|`90Z=<@aPimfw>NS$y2HgTyJbbdA+d*<@LrEl-IKz^!>@b)9cw@TD&}aY4P&xrNzs$mliM2URu07 zduj3V#w;yf-ZPUHFYl2_i2V^* z*f^16UYy7=C{E;gJW1s^IZ4$wudbEQTk={SK_u(iiRYsvudbzdo=EcQ+6uij&es{e z4X%@_Yb*5jwoYDMTcNkDb@J*u6?!{bC$Fwsp|_d&dC^zhk895K1|4W=4) znB4j%Q|$*Zx%G{Pz7rw(U%J%=pMZnox)xh1a|}cyiJBue&6*77Ny*V#^{Y0efT+o_35kpc09mplytq!{1h?xN z79w;HfLNkop`qdjRM>>>t-FaI9#-WDX&uuV=fGipB~hUrV-P*3FUOmV&7g{oRC6js z1CK$07@tpyG0tvDNHFGFg0EbH*RS0}5Loyat0m+4G6$o>Ia1aLV?ZMQWJBv@^FSFn zkdQm3$?4>+-Uwr`#s`v3hIVb+3YLsG3%ExrvaZp`UxOB)K?~HN1!>TN)img`Rpr75 z$<#Do4Vs^t2D1lMUif;7nx>(%pSr$k?bLdxbE#!(SwpRqM!nU=!OV-Tji0(ef3>V; zYFW+HEfUa7B|bncK0sZe0JW?@wW@(?y#m!G2B}pIQkNL4mKCg4!sw$GX7qs$96Gt6 z{xF0j+np{E!Oessi^K1Z7H6U*zMc4?RY((W2LYeaLKAL`VWdOr6b9wL$LES?84M-5 z0W}{jU(jI45C1b5V&UpR(i07Z`uo((ZzxW%{-1(bG(8{r+^xlF_}O{! z>kog3>G9f+ey#(DqpjW6=H^BQjfkUSatwTbq_{&gO17`%MY z&Gtuc)_7w=cHd7UH~;gn9^HL@>bZ(b zgBS0J%}%U1sMpgYH@cnavGaPufePKr#Qf#&Kd;W_)pHj|J!^J6WzGV7;jC{C&sbKj zM!jSGS3EMdDC*m(>aGJbLTBGT8`q^k^v@k1)eV~VbyBCc52~MzzEOVWYd0>Od8=XZ zW%;kq8usy*W8ND)_Q}RF>H7~fdQg2}zN-_v?fYW%t?lJDIF^2pIBxRXC$%c=tuuei z(5BlnLw+|Gotw74Y|x~0W1DvPt;&Rc?eqV>Zrqw-8;^WGJaxyoMgxDn|AjquWblCF zRr9ad+px`uh^89?ej4AQvvK+p=hc5#l^QUk!c#-*?H`7X?>hSHP}2`hmh?Pn*&TMG z+oAIhBlrDUzHDlpH`iwGTX4!za^ElO)3<$6^k(DiQHQ!#?D*%|wCq}8+vc^d^i}Of z8?XKSQ^$j6k{kCs&@t)r(U;CvU(@2%fXxKV)U(( zo8B9@idp&ehU1&TfiUl(i)y!{N?;`HK>Rb>}V@7k{R7waoNdAI1DQH8A8Q~KTPwXF9KargRH*gm~m!fHe7epv_X zxAOPN-1=9c=qVS69&0sh-}|MDY;f+Y`opguwXeQ!NV`qHrLRcnQ>Mu)*?UgJ5BlYD zoh}beJAdwZD)6f@6PNEl)O>aOab@Bo+utksMX{alZ|j(TFBUv6U&h9)?^d5WSp3X_ zO6%%2PN{JIm9B-p>-mxI;&0pRUDoFOr4pg*{!WXbq{|3UhBh|eXjMH{OK3R#)Q-z5?$xn;_L1IYLwlxK#kvxO`_K-u`SsY2o0}d6m*n z54pd8c-wpDKd*9qXSI3TLwzzwPfdClJ$zv8-P?wCKJBnSe6s1|XSKH8t3xvF7foyg|xUoX_v=2xW2i8nR}4Q)6y z_{k?z>mNEl$@cM@$CJmdFt6{|adE9;&E6{+_Hc7%hp*=K^6_c)?cyKjeDmk96=w={ zzQ3>Y@^)(r-1)X~kIfApU-IA+`CTEF=OUzmDvU(AFOAH6qxNQdZAbN{UI&z>S3 zBH}*&sBHFeThXz*J{doEm~G_B`lq6oe_w9SKWmNe$5`wCc{bG6>hE2{X4P)>pH{sG ztQ_Ase9ss6e_Z(5oxdzi@@Lgvo>^KL_HpCy>x~&(?8~Ss;qzLyXj0^-xoi8zl)c&S zZ(HSC;lB=Q(6Ysu5-}yWod03iwe1I&buJrJ;gj^i9qV3qJziO`YpJK3T6ar7U$NBC zv4I^TQ_8>l(X~-QgYQo7_V;hjvFXja7|LbM$N%x%-=ddkZ^_D_pl}k#qYO zmWql#9+EGm^o%}F`s901u}i|VBYvYtRVcWiSL+5{pS@i;y4%m+O?tY?xPIM)JxiMw z{jp`Sjlb2sYoGh;hz-@OcV1id#-vtr?mh0;WJt|jV_6D2 z!JZ?Zh5vjrsYay>Yu5g=p<0RIw@o`|f3vvX&kZu;z8ZgXSi)NsnlJC0zW%So&|2#o zL_b=5WZLxfQQw`NzPw>baM`61_NDoHEH2P=!k^oZtu5E~{V9)+=5PMp{IO+!m~Z@X zjdkVY1uN!F{&IeFp&NhQ_b=F@)8=<$XG~djadYvFTc6GU&+ldSU%kC(;@gJfSN1O* z9&mK?zAqXF9BY1~P@{ph1C||G_)3@RpJKbtqU!;mVmBZtl1fB2s(%c_OUYj%2c`a zjO|~|KDVXQuoL#rN}Y(mUiIn1*n@53>ctoC89&lhXK2M^3D^t4ikH z318h!o&3g>`1cGQY&Ra+2G-B8f6}XeRpHwbO;f7b7q&Uq{lnn&0rvY923uxLpRoLF zZ`-J2U)MT4viLv$zO|#L&so1J_VN+dav$Fwx#R4GTR(0XK7W0^SyiW`&zLy;-IOI6 zX-#j}nQ`>Hy#@b%6c!TF=HTYt#foN?8M?6M4#$W#OYeNTq{*nA%ZpmGo2{7He$|RT z`)96LRcmBIa-CyAfp@;nzW?CS@yD+v?Y+|Xr&Uv?ynS~S1xbRK0 zrIvrEZaX*X#{GAO)+<+{)cL?^^;dKm_s^;if~MH_wz?PDam&!m@AkwjU6b_dv%ZG^ zB-BiOr^Mg|mhNK;ML&63Z280@YbIMuhdgcEb?BW>F7K&sJ^Ocop7ze+Pe)}O`XOK1 zQS1H0`m>CgU1z`AXy&+^*^Nt{IaFj_z9oZ}#9A-RnpN-N^keO|URyW&R`D}eO7}PP zF5{E_*uP1lea7gPRh^CU{k6ofx9C56Dwf-kJ=t-5QuFBTZ_YmMy1V&M&&e}9&98Es zZg{`KcKgECkN>XRCcymHt)!J>5=@sq8DFzSJOO0LM?J3zR;}d78O{;1gUGm|Z4WGU07}4*a zH~)Qh^6=Kwx@Oz&JvV(dqw1`&`8rIV)OYIcD^=^y-2MH9PbSO)co!3;az5hX>j+akWNKMK*-D35$wcCq4Ej`jS$+Wb= zz1KtP9lcp)VdagR#yhGE>-SFj*6r119UlJp&>!*nQu}Y%6TH1b#Ei>N-WQf`jUVjF zSkdT*u}z9hn%Vwn{(j?As#`ZMIzFxE2M@b_-1V>KUyd2Gsm!>8(}mKvJ}Td|_Wji4eNHXw8OwsNxytXMFAZtBir;XBUmpSx~j$;(5FT1L0H)X#q2?&{Vm^ZT9ycCS8F zGO}vJdi6TBsClKqrH)4$Eh%v@^S1!kFXO^)Tr!P$Fl>GJpvIOBZL$*Y2*C?>p4(97 z-+e!C4sQHe?O&>n*j?t%JEISse|G)rg;QD%whrD__RsR)yjytgkl7b*ou9tt_Js9+ zR0^6I6@KRZE)OPM-?8(MZ>7@Pt4>@nc4R`=tCw4CdizxGzIR7mTyi)1*_w6PXU#RH tEE_Pibn_1kJC|)+_wC8S`=h&eds-#2Nm1k2)?bvnQ0Lz@DPh|p{|}L9^?m>V literal 0 HcmV?d00001