From 5f750e4a41e7d7599db6cb1e83c2d30e3b231c26 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Tue, 27 Oct 2026 14:04:21 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: webbigdata/Qwen3-0.6B_WBD Source: Original Platform --- .gitattributes | 38 +++++++ Q8_0-00001-of-00002.gguf | 3 + Q8_0-00002-of-00002.gguf | 3 + README.md | 229 +++++++++++++++++++++++++++++++++++++++ browser_demo.png | Bin 0 -> 59438 bytes wbd-brain.jpeg | 3 + 6 files changed, 276 insertions(+) create mode 100644 .gitattributes create mode 100644 Q8_0-00001-of-00002.gguf create mode 100644 Q8_0-00002-of-00002.gguf create mode 100644 README.md create mode 100644 browser_demo.png create mode 100644 wbd-brain.jpeg diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..92e2e26 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,38 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +Q8_0-00001-of-00002.gguf filter=lfs diff=lfs merge=lfs -text +Q8_0-00002-of-00002.gguf filter=lfs diff=lfs merge=lfs -text +wbd-brain.jpeg filter=lfs diff=lfs merge=lfs -text diff --git a/Q8_0-00001-of-00002.gguf b/Q8_0-00001-of-00002.gguf new file mode 100644 index 0000000..c3698dc --- /dev/null +++ b/Q8_0-00001-of-00002.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6991c038064ba0a9742b64500e4d282d8f0d003e358409ffef8b24d9e8f8ee12 +size 325085216 diff --git a/Q8_0-00002-of-00002.gguf b/Q8_0-00002-of-00002.gguf new file mode 100644 index 0000000..cfa7c38 --- /dev/null +++ b/Q8_0-00002-of-00002.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bfb73f1597257eca62361f4f88a635e192b95a2efe2505104fb04f3a699404b2 +size 314362336 diff --git a/README.md b/README.md new file mode 100644 index 0000000..74e13c9 --- /dev/null +++ b/README.md @@ -0,0 +1,229 @@ +--- +language: +- ja +- en +license: apache-2.0 +base_model: Qwen/Qwen3-0.6B +tags: +- japanese +- continual-learning +- sft +- rl +- quantized +- llama.cpp +- browser +- on-device +pipeline_tag: text-generation +--- + +![image/png](wbd-brain.jpeg) + +# webbigdata/Qwen3-0.6B_WBD + +Qwen3-0.6Bに継続学習を行い、日本語能力・推論能力・日常会話能力を強化した軽量日本語モデルです。 +**ブラウザ上での完全動作** スマートフォン、エッジデバイスでの動作を主な目標として開発されました。 +A lightweight Japanese-enhanced model based on Qwen3-0.6B with improved Japanese language ability, reasoning, and conversational capability. +Designed primarily to **run completely in-browser** and on smartphones, and edge devices. + +--- + +## ニュース / News + +- **ブラウザデモ公開** インストール不要・サーバー不要でブラウザ上で完全動作するデモを公開 → **[webbigdata SLM Demo](https://webbigdata.jp/slm/)** +- **スマートフォン動作確認済み** 2020年発売のAQUOS sense4 basic(Snapdragon 720G / RAM 3GB)で **17.20 t/s** の動作を確認 → [動作動画](https://youtube.com/shorts/yOPlH7qcpbA) +- **スマートフォン向け量子化版公開** executorchを使った4bit量子化版を公開 → [dahara1/Qwen3-0.6B-executorch-jp](https://huggingface.co/dahara1/Qwen3-0.6B-executorch-jp) + +--- + +## モデル概要 / Model Overview + +| 項目 | 内容 | +|---|---| +| ベースモデル / Base Model | [Qwen/Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B) | +| パラメータ数 / Parameters | 約6億 (0.6B) | +| ライセンス / License | Apache 2.0 | +| 対応言語 / Languages | 日本語・英語 (Japanese / English) | +| 学習手法 / Training | SFT、RL、8bit量子化 | +| 開発者 / Developer | dahara1@webbigdata | + +--- + +## ブラウザデモ / Browser Demo + +インストール不要・サーバー不要。ブラウザで今すぐ試せます。 +No installation, no server required. Try it directly in your browser. + +👉 **[https://webbigdata.jp/slm/](https://webbigdata.jp/slm/)** + +![Browser Demo Screenshot](https://huggingface.co/webbigdata/Qwen3-0.6B_WBD/resolve/main/browser_demo.png) + +> WASM + llama.cpp による完全クライアントサイド動作。パラメータ数0.6B(8ビット量子化)610MBのモデルがブラウザ上で推論します。 +> Fully client-side inference via WASM + llama.cpp. A 610MB (8-bit quantized, 0.6B parameter) model runs entirely in-browser. + +--- + +## 特徴 / Features + +- **日本語能力の底上げ**:独自データによる継続学習により、日本語の語彙・知識・表現力を強化 +- **推論能力の強化**:強化学習(RL)をにより、論理的な推論能力を向上 +- **日本語日常会話能力の強化**:自然な日本語会話を目指した学習を実施 + ※ 0.6Bモデルの性質上、複数ターンに及ぶ長い会話には限界があります +- **ブラウザ完全動作**:WASM + llama.cppによりサーバー不要でブラウザ上で動作 +- **スマートフォン動作確認済み**:executorchにより2020年発売の廉価端末(Snapdragon 720G / RAM 3GB)で17.20 t/s を確認 + +--- + +## ベンチマーク結果 / Benchmark Results + +### 日本語ベンチマーク / Japanese Benchmarks + +| Model | JCommonsenseQA | JNLI | JSTS | JSQuAD | Average | +|---|---|---|---|---|---| +| Qwen3-0.6B-Q8_0(ベースライン)| 62.40% | 32.20% | 17.20% | 76.00% | 46.95% | +| **Qwen3-0.6B_WBD(本モデル)** | 59.60% | **72.60%** | **35.60%** | **82.00%** | **62.45%** | + +継続学習により平均スコアが **46.95% → 62.45%(+15.5pt)** に向上しました。特にJNLI(自然言語推論)は +40.4pt と大幅に改善しています。 + +JCommonsenseQAのわずかな低下は、知識・語彙が増えた結果、微妙なニュアンスで迷いが生じるケースが増えたためです。 + +### 他モデルとの比較について / Comparison with Other Models + +NTTのtsuzumi(0.6B)など同サイズ帯の日本語特化モデルも存在しますが、JCommonsenseQA・JNLI・JSTS・JSQuADの具体的な数値を公開しているモデルは少なく、現時点で同一ベンチマークでの直接比較はできていません。本モデルは再現可能な評価条件を公開しています。 + +### M-IFEval(日本語命令追従能力) + +| Model | prompt-level (strict) | instruction-level (strict) | +|---|---|---| +| Qwen3-0.6B-Q8_0 | 0.366 | 0.420 | +| **Qwen3-0.6B_WBD** | 0.238 | 0.314 | + +M-IFEVALの低下について:評価セットには「英語以外の言語への翻訳」など日本語特化学習と相性の悪いタスクが混在しています。 +日本語固有タスク(キーワード存在確認・文字数制約・numbered listなど)では競争力のある性能を示しています。 + +--- + +## スマートフォン動作 / Smartphone Performance + +executorchを使った4bit量子化版により、スマートフォン上での動作を実現しています。 + +**動作確認端末:** + +| 項目 | 内容 | +|---|---| +| 機種 | AQUOS sense4 basic A003SH | +| 発売日 | 2020年11月19日(5年前の廉価スマートフォン)| +| OS | Android 12 | +| SoC | Qualcomm Snapdragon 720G(オクタコア)| +| RAM | 3GB | +| **動作速度** | **17.20 t/s** | + +📹 [動作確認動画(YouTube Shorts)](https://youtube.com/shorts/yOPlH7qcpbA) + +> **注意:** 現時点でのスマートフォン動作はPC経由のケーブル転送が必要です。一般向けアプリとしての配布はまだ行っていません。iPhone向けはシミュレーター上での動作確認のみです。 + +スマートフォン向け量子化版:[dahara1/Qwen3-0.6B-executorch-jp](https://huggingface.co/dahara1/Qwen3-0.6B-executorch-jp) + +--- + +## 動かし方 / How to Run + +### llama.cpp を使った方法 + +[llama.cpp](https://github.com/ggml-org/llama.cpp/releases) からお使いのハードウェア向けのパッケージをダウンロードしてください。 +[Ollama](https://github.com/ollama/ollama) や [LM Studio](https://github.com/lmstudio-ai/lms) など、ggufファイルに対応したツールでも動かすことができます。 + +#### CLIで動かす(Linux/Mac) + +```bash +./llama-cli -hf webbigdata/Qwen3-0.6B_WBD --ctx-size 4096 --temp 0.7 --top-p 0.8 --top-k 20 --min-p 0.01 --repeat-penalty 1.05 +``` + +#### llama-server で起動してブラウザからアクセスする + +```bash +./llama-server -hf webbigdata/Qwen3-0.6B_WBD --host 0.0.0.0 --port 8080 --ctx-size 4096 --temp 0.7 --top-p 0.8 --top-k 20 --min-p 0.01 --repeat-penalty 1.05 +``` + +ブラウザで `http://127.0.0.1:8080/` を開いてください。 + +#### Python スクリプトからアクセスする(OpenAI互換API) + +```python +from openai import OpenAI + +client = OpenAI( + base_url="http://localhost:8080/v1", + api_key="dummy" +) + +response = client.chat.completions.create( + model="webbigdata/Qwen3-0.6B_WBD", + messages=[ + {"role": "system", "content": "あなたは親切なアシスタントです。"}, + {"role": "user", "content": "こんにちは!"} + ], + stream=True +) +for chunk in response: + if chunk.choices[0].delta.content is not None: + print(chunk.choices[0].delta.content, end="", flush=True) +``` + +### Qwen3 推奨パラメーター設定 / Recommended Parameters + +Qwen3はGreedy decoding(Temperature=0などの決定論的生成)を使用すると繰り返し生成などの不具合が起きやすいため、サンプリング(Temperature > 0)の使用を強く推奨します。 + +| パラメーター | 推奨値 | +|---|---| +| Temperature | 0.7 | +| Top_P | 0.8 | +| Top_K | 20 | +| Min_P | 0.01 | +| Repetition Penalty | 1.05 | + +--- + +## 量子化バリアント / Quantized Variants + +| バリアント | 説明 | リンク | +|---|---|---| +| executorch 4bit版 | スマートフォン向け動作用 | [dahara1/Qwen3-0.6B-executorch-jp](https://huggingface.co/dahara1/Qwen3-0.6B-executorch-jp) | + +--- + +## 学習データ / Training Data + +独自に収集・合成したプライベートデータセットを使用しています。 +Private datasets collected and created by webbigdata. + +--- + +## 謝辞 / Acknowledgments + +- [Qwen/Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B) — ベースモデル +- [Qwen/Qwen3-0.6B](https://huggingface.co/unsloth/Qwen3-0.6B) — プロンプトテンプレート +- [llama.cpp](https://github.com/ggml-org/llama.cpp) — 推論エンジン +- [wllama](https://github.com/ngxson/wllama) — WebAssembly +- [Hugging Face](https://huggingface.co/) — モデルホスティング + +--- + +## 開発者 / Developer + +- **Developed by:** dahara1@webbigdata +- **Model type:** Text Generation (Causal LM) +- **Language(s):** Japanese, English +- **Base Model:** [Qwen/Qwen3-0.6B](https://huggingface.co/Qwen/Qwen3-0.6B) +- **Demo:** [https://webbigdata.jp/slm/](https://webbigdata.jp/slm/) +- **X (Twitter):** [https://x.com/webbigdata](https://x.com/webbigdata) +- **お問い合わせ / Contact:** [https://webbigdata.jp/webbigdata/inquiry/](https://webbigdata.jp/webbigdata/inquiry/) + +```bibtex +@misc{dahara2025Qwen3-0.6B_WBD, + author = {dahara1@webbigdata}, + title = {Qwen3-0.6B_WBD - Japanese-Enhanced Continual Learning Model}, + year = {2026}, + howpublished = {\url{https://huggingface.co/webbigdata/Qwen3-0.6B_WBD}}, + abstract = {A lightweight Japanese-enhanced model based on Qwen3-0.6B, designed to run in browsers and on smartphones.}, +} +``` \ No newline at end of file diff --git a/browser_demo.png b/browser_demo.png new file mode 100644 index 0000000000000000000000000000000000000000..774f8eb14ca1a4dfc9eb950e7aa08cf03eee7f3f GIT binary patch literal 59438 zcmXVXby(By`@M>SgoKlhQPLqHA@!zFVggEx?k?$;?nW9W4bt5uHIQzQ?j8+;0l$}@ z-}jGQyS8ib#JTVL+~+(`*k>i#S6F0NPo6w^^-)er<;jz0y}-laDW*;)>!=o>awPqYPdEuQBcAG##Hj!R`L{c-n7QWc=jGPWMMC@h@(= zhxhJZ2-TY(V^*dQ96R{q+=Ugm2ZXT%WIozIqhkpVufhKzKpicB$7IeL9WFS?fkz&&5TbLG;h+TU82!JX`Qv%cuS*k*&S_qxlN-92A_m@ zx!sO%YDYL94tYSNturAWI8{vCZe@XBv^p6%X(xKG=&?cS@K&@aEOseS%BbsA=)RXC z9c=#NmmTk~n;B?m7h+x91ZN%@_V1Q&>AY?i8@9sbWNQwsNsZ&Klr8#YxLt}2D;49S zv$>DtA8K`ZYHLkMZo_fdqi__4z~tUCtm7XZ*ach#Y$9=#waAfG5?sM4V8_xh9Fvv@ zhp!VjIY@%^SF0Rou#Lb)Gj7Ijaa~qs)br@1JrI1eaoI0-#P!l$OYrx8O*H2VN@I`= z>8rhSC}|TSGG;`^TOmE{TjEae*KsxY9L?+px`5f}!02>t8@_6X886S3w8*4$0_kFyFk*P5XbE2Am<7btHW)k{pOjgkdW9gG`TT!zpU7#(Sz z7WTMo_6ylX*EenT%0g`1PUa-4@E;ffv)*Wu^%7bHq^&M|_9g?X@44S8gYgcj9ccH@ ze{+n#f$p?;Da7`Li}ryqWXetxz&eVuTaCk?V~)1#0;vC>U8ej;!HItVv^559hGlg8 z6De&z4vV26{fe9=L3-H?t&YtXX_gZQk(Pa*Vcb<4de#EZaa{9GO2STP*Fmq)!A>xX zxJn(6-Y)$Cz1Wap&zZT3Fy5R9ov4e*D~obkOtv_Bxx_a4MkEbGB`!xA?SW;c4_+zV z!adW*DI`M*UEy5enB0y5lU-U(Dj#UCj=nj_ozY~IKHvCnB`#Y%9eki5gFe2l@#%A9 zRrzyAdjD;1;;?N;il~u*(aU&@*lths0*gekm25)6ogB(7=a;(JafdK%d7(1-zfbN* zNDl8n-ucCF-)O$BxN|7>S?*%mR80b^pg8_8{uOU<^H!M z^&b|{E(L9!d0&aiSVZZE&w)?qI@l~tUb!m~tkx-Nq_J+LCP#P`FpPUC6^^&^$I6x= zL8kAHYbD8yl8@juiNd^nb07y-~f z+q+r!zME(`ciNWOqrO5fJ+eG-rm6>Q;S!1S&{~N?#anG5|Bl9iCu?Pd-2+F?h}5(2 zvj2;#xsXP$pbVnj(E7f0&UgdABW8Cs`VAUrdp#*ZkLYiPSBjU2FckiXqaxb=7brm) z%4*U!bMAkvSZO8YweUzmTMK;v_WjMXMNLbiadfq!k&eUvgM$ywIGMp4U~K)lR0)bw zW#hVW#3Zft+z1VFr1pRb#Kd;%yh6rh`y0Px=E1Pli$xTsD7Tvp?pa?(_(Fw+%*{-b zQLo7748KFK?K=Ev(WMNcwhm<>p?CsSI7&~VMQwg8`{`oYgmv06Y*)$&`tUmHHw#^3b~@XV$Xs!Prj6hj99<#2GRKNhrjX2m z)_N{rxL|lF^DLhXdIdqCtarxTTi`A7{qqqHVBXKfg3Y7enHu{3q$&x5#~eZFI)qgP zu*)*wW-6MSJe&abc%!x*+uDmf+5rgZdzHAz9Bnws1S?0##&1+zP-Q99?Bqo$+n;*N zo~Csc-M!~_viepfT~YqrKqfs{huPACQ7V`!N&xp9=Gy_pXWh61O3U8o((y}-yayfS z{mtoT5hZ9*rhlSUZB0CoqU!FIjcxuIh>8==qcFwDNL!E5<^oO9ZmHjWjwhl+WN*I5 z0Wj}H`^{z)K9((*JSgUi)1MF~7sGQ7%xCARS%tGQ*vTo@LI{}f5nkj5)=?l3f#>FR zLS!O$xq3qE!1TqY`pcF8tZc82nw0S@DIDU}$|!4Y_Uj^3aH77D_uCMomR^dUrN&7) zFMp8<&KHF84>2;)HLVytchLb7&jRlWSJj-axuCe_n;1SIFHrW9j`R`eUK7kue{XU* zUHDxjJ!I7{#XWcsdgu{7I}%=SoSQ!5HD#GByUX`;;VwGKXInvt?pKUt<~ZuqPSZHW zj^DEET!#X5Q#8#X6|7Ry&l+0(>VFB~1+WQNQTJ#t$9(P5D77ShkYd+16~>GkBE@4G43}kJjT5(O&?9?qIqr;%Ejy=SmdW257 zB9&d5Z1G>IGGz&&-{EIO7TP&RiA+wGv;W1>vHe3gmh^Vr^Rh!b2JX#s##$h=J*&hd z2cnN^P>OeJJcWoBNwKw%2JE?G(LHCBy?I*bMeGj?Ac~rOsdEFg{}n2}7v$-+wUl&{ zF~`1g<<*Knz0hIhF14Di&_O%z50Lx^jn6PuB4AdT5guL#be2&$3%TXYrQ|zD1WiNv zBUXLpqKp$oBZa)&Y||{Y+J3ZH@EwTxQ@gMK&_S`;oez+gA`v5S991&?H`)3Y+9(F= zq4hd^qvOcVPLW9)NML^-v}x^M%etg){lFclEcI8#-2mbvAG}~mo0lOMqeU=Sa|== zS6G0TySDaqS&affy_z3C$9OX2%rLQl?M#}%V}s&`S?lM-(}NU+BLTnQJE~>YR^C$= z=-(8d*z6;5bq^weyc%;V>H5-AulU~|{1=0G=$!D3wPcsta$NpR7-pi}iq2i8Bg%dF zYaocTEr&2LDy?7lD7uf}&Mu(-*mG(M2oJ=L`NLu@!#BEMOVQ_Gq|1G?7{2VcO94A& zU|E%!xC`DEo!3bNt04F&l@S!O%2~^GOF%hps4sRqW65bs`%8opaVf25+IxYEWG0-DhVp1rSbKhuU zAE=A>As!ifbievJxFqPNorK>&dHX(!Z2bC3Nji-Tk`V-pGIq-*XuSAr{1|zT9>yR6o2ilcP+@Wf)LWW$S?wFF_ zF9EJ#^gap*19H*+kD3s2(GW`$4W4n)@4omyFT>iuI~P$aOC}s~8>n29ip(s=u$|xu zqufq*6$wJ@kd;?K*CF+y@>Wle(YY}&*k@t+b)xdx4QQeS6YI_lSNGsaEguD|)-_`4 z=8p9i3w2)#kNf^wRrR*jfB>S3@L1K+pIYCB*TieLq$_G9;o+n4co~;3saL>`X`CEQ zFz?e~;z`}7x>g<&(A@%Pmh|ZBJ2w;3=!e8sTfqaP=qxC`~WUHCoqc;Vy-s)=B?26;L*gP5ogjY!p_&5-^rbjxwSUg(GUdwxss(Fc0q zn#z71@LKcF+AbXem&{RU3qDUwyacY66S!_wyUx?wYIg4~c}$r<(;=(8es1OWAh~kK zakTF`;0bZ7CQ^M)=`QRR*&5eIv9j*%0{6UrhUSmD_DQa83a>vgN)>3XQnz-esL9i| zt|0RYYn7d=3LN}2Gii37uo?A(v#&M%WbK~1-nMh(B;sVvE4kI3@hBH>>xOlfgNk(f z@0~o5O_ogPB<0fsD63k5ylQSS`(M&*9WD8=n+=Nuh7kZ|n$V3_pW*6AmTIpaDh=GmT{AIitTgy1HwbjN&1-KC}wg%wvXoVJ6XN6O^jF=&_ z+x-sbHF_7zq~6D>;F*_*)3&>SkQZbl7bJ~YSYB5TDK}&ZR7M@abKZ{IuihoLHtG0aT$*eR`BeN5<`Il)(;pdssCrw{j&(p$^y8fcm z0mQEi;3fpi9VFgSGE>j55JBq4eTYT^pH&~X`TU!N6$BLc>?X$6}f8gX;r`IhwKQ(KwIEtuIsHd(1%r1)Mt zN-h}q)-O|4J1g4fZl)R^aCbuTz#ja@OZS_($>#THBX753bx(hJWwg2r+RTeDqOlDJ zP%ev)HazJr&N>-x*x*~?>y(c%Fw<9-+lawD!1a{&uQ6cv3+_V%m%8yA_qIIDuQv@= zdzzcfHTAEh8s=hcGa5&^uQGBBKwCL`DUiI|i>_QD$6+%4Z~S4a!^0zRd69sD=*-Iq zf@b7l8*$sU?qIPeR~|Vf|9~r2gnuL9yqje|d@Q#tXbVl&T=YZDl8X)Nb_Zt&K-zTh zJdUj_K?L0866xV%;@Ls)*x`^>Eq-_MNCN=WZVSka(Ycs`l(AY}5JA{U=dH;p_I~u_KlBelZ3;l*4YS z{QCV%Xw(yNRA6j9TFg?+@{P~jG6baL@E4EijI~K*bAJPlIi(W&=0SkXu}OXV+vw-2 zQ7e&dEihxlL&^y>Y|IcV(}(tSs71GC>1^tr7u_hLbrimc|`eoLVgd*KJld8v@wh>`bTd6FbbIY-QLOM(b-r`m|Zz z`1{G|*d^ac?N&O}ZcWi_2-cB_NSMi4mWfE}DxdJZcL`Xw+VXkT3)ca!2nW}-*BSL= zF4EqH4v@37y`Qh5#AKp_iB3{_AhEa4o0NY;Q5a?J87{k)@bJH3#E91=;s%$P%90sW zE~lD9;U&S8A_GEv4o9C*cq!Zz-@IIe3%mnwpIhWT^jTSrj$KCqK>2--yElU;*q3{AIgEJtM&EHVI#yB;;AdH$0eJe8XL;BqUnU+H2Z$6n| zswLtbU^CwgsC*s`8_Hi5jJp1g@=jwHmxMu<4Z>nZ%|OT<+&r)q4mTSL7ORHcs$hZ>O|h zo2tp^g%V?yq$e8Bp&aXM;ZNPK8at z8CMcIOVM@WOt0fBBUXa&K+VO78lViB>gKV|=o+{v3nuz#KLwyHwbK9ewTP6I(qNO1>`VXHGTs|^ zJ!9b3fEY;%bQn?NpuJEcG%(P+dPwS~hqtbLx%;fD`=i(5`ZZs8=lyLwC3n; z1+UU|fAN<1C*bnRR6K9ts53V|yV`_)w-A#0QE|xn%e#cxt|T01JG5+4DKKjq$0fLi zsE&^qdFoFtdjqiVQ86!Ft_rSSbloZ<@80?Pq=xQ0)>pjDB!q_IN?8flI&1vNHZ`BO3B4t;@=$wz@Ud97}!&vg_As_UC)WXMjPWSCsX;om`Sz z;@L_Ylf0+o&cd!eMnFC6G`zu3`5IPzGPL<=mf3X%<%4$7m1A>YrLP{MD~$>k*52tu z-K{UO0hR!W2rcXr8hIj?ngn-XY4ob+WvE^={>*X1H^_yo%G*FrJFeT#Rx>U@H08^= zQvD~sdOrc@C=JVI>l}$FO4Y%B$lk0IE=bY$7j4i2T3C18`7G1oSL{eS)7mDve(HZf z@ZbfoyB!0;&bg)7W0f!qA_9JfC74xD57fksx0yl@v#f5 zjJ&M0Fce4kkMhpqzx?ZA@Zcx)!S{FfE~mbunpI6K-mGmWjiJszaeXz`Wc+f~yE!Rh zmN1_nguIZX^hFip#McTWygY?6TYBoqtF}~U^vVVho(=789R3qjO95+r0YIMwNkM3&z(fxgP#Qwg~`7Afx8T7{%o+^c32d1pp$ZsqL5a8Tt~PFYzU&yAPP~u#B^={g1hQ ztpDl3wl6W9Iofha$qh8qQo$g=SIyH`>T*sx*JF`~QZXi{GN(#f z1UEvWu%5K6H1GfKuv7$qi0xI!wj|JJsizw#%wak25QX$891$qm%?Hg|u)R4;Eg{e) zJH{pi{Ja^Gg`M;6(;yxH2)9NAl?Y8b|w;4jN>zI|-3( zEy^P_7${%c!ePWDErwxX+Fj3eN)@Jm(#*L#QwGF&y3Em@T;S+JBEyQG_MaTJmLJMn z5$s{D2%<~@ibO0M+IYuc3v{chietvzxx(V6)416gDIe5VtED)D2$?B!Z_y;5dIc@~ zVK8};l*V`@z$aRd`K?L$r=XF8Rez+u#Q60Uy$`pPy1cQT1tg~PrUBzaZ0GV?CTMUH zD=^_>B<_d_oHuAzDa4D52rcC2|ICMa!nM|K>{GK8fSjCP5WwwE?ef$bgMeZ5JqDmV z>R|U4S&{E+>;I$o+;8T`ic?OWwDN!6^Iabf;;W2)D8g$7175;Zgu7S~u*%m@y$<*Q zym&i-od z%b)21qvKFgZ36aHm@fSzzN0wp5@YHNsr%#aTBg#mW*UsZrSIK3*=4}!w9qq>*qRyl zt%zHsKUk8}B^!}&vtwbxs1fiy@rUd|m!2*+jQ-o_{Y+#Sv?wm-$zL0q1vF`5oK8SI zxG>&SDU+j&Etl{45(;p_xE$c0nV zdc;5ABS`Q16@+_!g;oSUi~r`m6TB$iWam+>@~Sz6)A<{bb$=XzE}VOKY@*=w6s$l6 z`dZiW61r27ztfJak`CQ>7$BM6NI5Q|63ZlT-XdsX0F-rwpFb|0fXXp!AQ~eNM3bV1 zx4!^3`gj)gu4jRASXm@O^^u?(&UEXMVeq23^r}n zZpBR3Gb=K@A{Svwj352iK%0bAc%fn)MbG1Nu2-ch-VNglGyjQcy*1#BZTtzXl8cBf z{WuQ#^mL_&x0v8iZsGUBnpJu*huujGDOtwtx1q+js+{-CY$Z>w7|nY3avB~yU9>o} z>s)d3pEu5EIUQ^2FTR_5CJ@rPhvlf++ITZ)gNavuPr4mr)*=hwissEmmX31FUo}}kXOoF5yTx;+QkVXLvFh~< zK`P}m0;^1nY`xrpig})$`~_#-Uq1@pb>rdrdUn(q*wkBK7z?&O8ZLx0#p_(j@N|@1 z`#LzNYi3jhjN7G!H~kq|_B^=>Ve}1jhKbzFT9FsX%ikGZH0OdB`P+}%Vq(fh-gD?U zJ#3p@3lX9Y`iUVF8p6SJ3B-$NW-$Cac)@m zV4cq#^IZcu=Rk!-tBc+jr@KSlgZu>Y@NZ3`#+C0#HyFzneAdx6th(eWmQ_#U_Z~QJ zpL?PMA~oSSE3Ls?`lIJzS;vbGUJ;8w`N<0p#v~$&(0$T3sou4$h>c~3P8+{dT97R! zj@ZNtLES2oP@Lko4qaIT;47teOdrFT0a44$w&RIf^0pwvLkx|P|I{%d3G&RZoOITc z5%%c4J&`-Pg0$L9iAV8M;cB^Gy+Cx*Bn+C>T|JvzL8+cjcLe08Ox(~ru8rpQkDSL0 zo}9e$JNlk=XN$O)?6{7SOVX9E!aLna=4hS3&QmO*jav50O@_VT;kujhMVB!vzB^yw zq-`p?Qg1XUje_Cr-0U0g>2L2wRxL z^c>E%(W20{W5k?%KkLO8X!i=S2<|K(WPKNeZfz0riCmo>SdlM8_l5~c$Is}gH@3td zXg15Ax|VH|Qlxs9Mx?mF_csROcBIbjI&7y@Sk-=?{4ph)pu4a)n$;w7<#9e^ zW*PHNECKqPd*B6EG2}aJtQ>L^*atx(ld)I!GJP(x?VdNa7|44}<)k>Q9MZs6~9y#@9g0K(M>D^)}|*AX8@b85ojv=jP^G_Qz^oF+PgA zZs@>PH9#vt%jUvRjSJjRjmF!V@{P6@<_dLhK{vR$#a?CAmS@amlA71+H%YCv)mAIx z%WFn^?0oevf|Go*lw;(rD<__k^VHQ&0~y`(_gO@utAf6cE)M~cV$kesrgCO~)OaLl zEYhVE5-Z}?Wwbr+scn0+fd^^7U&Dk6JlfmYVI43_dyidPD*{wPuBx^H50UU^-InW8 zqPkV}&n<}#3&q=3jz;=|O)=pn$D{l7YZ#`lkE7@NJ;`YHh54c&0i;*qMJj3yvx$Ou z#@l7bzG|#+A_YERCP$z~gR*x__e%Fl)Bzc1J^ZMgQAZ?xl)rZQlwT=Mohe!dGU3XrX-S;ad2!JaUs0clDe5b(kA_z#agGLX!Fq37td7U z1oX)AAF7A3M?nr>etcZ$aM<@6D+Z+ZrIU`D&2oDobU?nF@y92rqSVIc9%roRdC`=P zXFf9{GefTw11|%s7=4EKLDa$Jc7r*QbB>Ov^bSZ`!(X27+He-Rtd5Ww#s^C|Fynhb z8tB-)ShHGI(DTAqKu@93NNnh^QX?;h3=yR|D*oJr+8u8nv%f${Mj2eG@qCFtjTezS~UXdK`hUE&5@n>%q~H|#5LKK`u$hkr|kxq zs@Gn9vy5^M{w0tnq!r~MQ%X1)H#x6QbGQ9q)F(dc{!dOpJ1;_EpUXx-slq<%Ieiz4 zCMVF+Ui=?*)yFNRtzUl{@#vNbUnK_~l3K^LoxFD#f zKdMM{LC9Lc-D_}j%}CvC@)>$3yQQUIPGH1h zq2>8d^R?HuT#~Q7g&%)BGSz&@GI#oLV1bRp(U?Ui2j$b#{RX-UAEB$O70obO_k*_v zI-Wh>^OQGM?koIbJg^r$8Rf^;pBrIqnA&B_-G+mVoe|$plqYi;61juznm*jiATACb z8BLb6c2DyoX|aa?G;g$ z`-flE7E@%u8}}jGx(6?Ko;obIJUjO*Y2z~5NwBg-bgt%cIgUKe{&w|3z* zU4_ZVKJd=a>=Lh0#-2^YJDWXJJy;`ddD^5)DiR9iTA%%1m-$L@UooUE_mx`MK*8kR z_bo1r&dU`i3NbYy;0E74`^9-pfnbN)cXjtu*D)3lZ;uw8^Y<{{rbhsMn-3fv>`5CH z6<;r3OZZi3k5hxAfa&a;9+c;g7MX>&AwE))2vDSY!?&rpo}%{4o*^gv8BQ&!s->US zmbSXVbP%EzOIV0kQ0gRI6rt6jg>EmD+ScOXUzTxVL%w;LJCpe^%V<3F?C&-h=A5NT z+)qTX+$dR*2lnyW3`(pH0E@(N_`?=E+FYCK`7bWC*xxpd(B&yZfBihGk2Obhq%$IC z0Opm6V@QbI?-Q9+)!L4F7NV|JkQ2$1=8|e9B%{7&yMwSTlOFQ zH_3M~ZZ=1rW$0xC7!eb33( z>B^I~p@~QacRKT}98;#E2Desr8m^T*9ue-z9m6dbM*?95cKxah_z&mP*NJqZslP$pEABz|b!T+;on0T?OeSUr)c7!}8a6g&>sOD_-?9E}q~=TnG#+W2gf ziSm|+@{6R5dsU6TyaCVVPL==YA;n{q=yO?rbCB?cyCB8@n1*weE5l9Lle6&cJ9#b^ zll5O4Vx>ZoL(h$_ZezUt4Lkkclv!&zqDCimJ8p0NRyyi;eD6XSm}crYZb{es2=9dj zXca9_&+xzxXO`{K;mVlq4$Lq1T~w71+)SZ_^X}RCin1;vmO!_Qi_KjYj^k;ubYfKC z5qb2_=nny(PcP&Ey^yX3`ld4ssH%6_SLnaYy}f@+vAL|v^_`8Yx z$Dw;2=U>ok?H)B+XYIW+$9T3fzVIO0zc7^wX)Ye}Hzcc`U#?#`_T9apupgl6|KJw> zcduz>KqnM?QHWn@x4<;tI85#=x4-#gUl_lTu?Y?{q`R(hsz|>sMbG!rMHq$I?Ke4sY|Guk8I%$h^yUQgbUf8a{k>o6lj`lmOWbgD z#;Uyh>uHgm_Lqpzh=33x`e?1RlW)wB9Di-Pk4^c^8-tSTdm$AIWKzESjDR_EgQ@C0 z#l^&3WBtgV$L&z>`o1x|&(~UD5_{;WJORbVk(k@!V(!)*7{Y9Y6)p#wG29(zIK}nK zw?~u*FH_1sKAa^ktMDo(_EM4M>{&0LHa{$ape7)ir!a=0ZC| zp=EqDtw*`nk?03|iO<2dx5Kwi{s#5J328Dp;@zohIZ<^Fokp1u#KdlB6twm2a~XQi z%cdF6QMtXX(}WSc5zaz9+p(-gR9Jta+hWYcZ2&}#q^5%E zQ=ed^oJYUozbbLn-6$VuWX`b)%EGZxG`uO1pGSoaH49Ps^|{~RoPa947SmeK@grx04$VBJ{*6~@d{vWMRz|M4CKuB8wKs|e@ruab-yl{eza4` zz&`-3r6N`FmN9tZI_}EV?Qz^*s=+i+S7O^4sL^@G_Ds6hA{j#x@T|I>x&}`@Px
?Jx#hS&Q-&|q~lso%*14McJeAriS>zk7n}6>uLDu>&AyPdlbb3Nq2p1n zwmSQdpwTb-4ytR0uSqAFYLXf_G*`C3X-^K&g9=;QFS|y9moxi4T`3VdHFuAS@C+ry z?^yQp{^`yK0hZj(*z3j!5yso8W+U~1*G4o z68~*F8-ywda9on;+-#hIHi3edanR{sZtVa0OQF(y_BN2$ef{)kx;98WX<|n$-|2;} z-wi`?)@i?|XK{id{}fF}yi8+CaK&P`T~q9N;4c}J!MGz(zXvu`ep-XDF7?_}WwauF z*4Hpv95rBHjQlo7#2uv3`H#@tZsxWA+@&SZEZrf5rK2qfj>(qhn7TF48Y|MmZ$j?+ z3leG)FL=-OrAPb88OKFS8A+wSKxJsIr_fQFeK@3>XT-hay!zCQsp-bS1(mk27V+jP z@y{iq1SjhjryKW1*SZU|Bj|65#1HwtdO5ep>7$Aue-?(HpwphiDf!%Ke+7!ZW@h|l zuDHIxVa#pn!z|8)k?^|1d^8a65$`69ia@;V_;D;KV(PuAhR)MibP_v z|3~ZnEE0iQDT?FK$HoNx+2MbLS;)4V0=-Drz%q@)#;@{_LP%i#5F{l-j4N=Ng8#haPd5Z`ds+;tAqAob+$YoUy{0SIA8wMrw?ERfEK(m+afO4pYK= zpeNU#D{C#51PvKJSy7?mDj6M}&hxNDKUSV9aGtQF;D~(?Nw{02mSKp}@DP7wN zzO5t__&C?+mh0Nm6Shpr=)r2`114b*c0AYus%_$uQ1pYhI+}a6(PcE%JD?FEKytU`^n>#4^SwSBBUyfs|Vuy28`?B+g+7Gzx?%*|L*H)VzD9qN3Xj6f;WYYwiwh zs`FaIHSyu-|vjIhn! zJK-4;8uV?%)y&)c9}}k;BabNh@SfgCjt@ku5OigvWmP?{EFr5HgHU?!3gCRHtf-* z`i{3p_LKKS&-9)m=>(H5IjPwGq(lS@OGURt-zfRt)0isCHlPd_B4V?(!ACCx;<-=B>cswX;6%Y_p{qb-C6GIrDZPi^7d6q z_&(@AIhHCmQ3Fg#UEK_>LTH*;m)(kLDP*X~H&Gy4_~FMyqxz=}J&q{PrYT>0mWxx| z$O}R+$?48|p7X4xH?6yN(->9OAu)#(9dJHeEpF z=Au(U!K2LLXkJ%;`V>s7$}r)wcCO%VF>pKiI5#%eQWd9xr8Z(v@#hvtiLBxHMvou1 zzvLBP8FY$X_XeL?pSeDh+SI?wbOnJXkq}w&3_S#4=@+I99J>cKK%K++m)weN@o=6ABPS!(Fx1$His^HUU zAyx~pg(_`~ox1&H*l|ssQvr_O zpCDQzPY^BGbJb_)tGmaKakq{M&+KE+AXJsh^p8~ z0^WR47V#xzhA^PUnYGT|VO@e$gy>k3rx*(|yt(5?`twFzg-PpHjOoh!fa>g^2DzJ&gOnyr^9=^&vPf3<*3yBw6jVTDC1)r zcw*mmpR2O8UgOBg=JDt^*ot`FMI5cOz8?^w+Jc zMx&KZ(pNp8h0JqY-Xj}qd%XQuQ5H{9LFQiPY6H~GA#xG@i7@$0J=`$RZz$1cd^EPc zDr^`gr|XFI?MEp@Z=92X2eHVnY8x*rldz2-_&d-zdT@A&LKtBk{VdeEhXGcAtTjEq zYENCDfZJ5$Z^sp)thbdb{TY`dD}`A|q7;|yzwkI7lu=Fih&P50t&gGLMGTpU+48h* zv1k`OrA<~DrZ0CH_B-vkbB;n|@FYs^%CrOP?J;JBx8#N?`1aZ)*>h(`>#ec%sWminMf)*uk zP6A^<^P7z_a4AdJR{V|C>sBh`6(oqNrN`a(@qBdwYipuxy(ZLnCU1`8?dlyuO*@

g~M2 zLkUS+A&OMG*1WyT!U0`k`WYS0An@L@TPd@cYb5w8x@A9am%KPO)yx#3Op9$Fj7=sN_tvZweb1h(GUoIX7>?)PlNoa~jg7HEA&H(#sB z2X<7lLTG&8Pk1VCv>RhIV*6laPR4}~XjsD`Vx0HAu@YHulM7AQ=TR73D_8KG*QMvs zB>4ex_NNVbuyX#>mGmO_3S;40T+PU|126rI0;b=*#cd+o=c z!ivgbW8Gg(63o1zoe$K$<7j7i@VW$hDvin~FX+k5v)#u&*@W8TCHD!h}Gru-FCQbmv6-&5;E63HcC`3`y^|rDB?^;($z=BrVozu* ztML7dnm}k(s$gglr#z_f^Ot-vr!Tq}0{1dwKi+RXB{X#I(eud0=r94lFWZf+W9nOq zy~pXpo?O{>33xxa50YpYZ_x^xH37d7Jo?xo;7f#Gu=3hxS6KO_e2{3?gTrD)d^)P_ zl~LfIp7F_Gy?eDA@1ba4sU&NU@pN76YSHbAot|CFA8D$t$-?UnCHxgfAwRQ0Q{F>8 zoq5Vlc8k70)ELfIkTe2D&*;(1W1#2bD`I?}XX&G+fQ@r`1on^DRk{AiKA#Kx?))Oc z$aJKFQfpf6%+{`p=FA@BBF5X~w6&y7y3iN$F#CD#8P1~aQ_`Bo+vk6|ZLV=hhW0^& zEB#(A*FUfv3SQ2FYt8<16aOmY*+U0VlL65|c->vl+o}~9)ADI5aS5d8&T(Am-3K;< z(qB4P^S94slC4|iKfNjROu(Q>mJa#Ax4 zumrh^c-niasYhYt5oh$*IKlY0C0DSAqQbk(A17ax`3p-SV=i0w(KoLos_92Fk9A~s zAd5T?4P+t+PE*}@U{G(bPd3#Nwi;jRQI$93KYd$$t*fi?8WScBb5GT!I*`3x)m5jU z2D!%#%;B`!^h9_^+ltrK(PW@i+2aD8BEs$Jh?8$3Tb!{k9ruk(g1-u<$dyF)i`OJv znu+_MZP$Q{WK<8HUe)8|LBl$~Jh@Q5-XpzobC<#9$7|$3W#Vfwi$7H{jXQen_q{F# zNx|{rqT+tt=aVr$hNwp&QG%hs9LAuIn*@uB%Er9uR~rkDBU!}5cdHc!6^ZuVx1IbS zL>!M^tTA%iUA5nKiP18$DPM5KK%^#EF~p3-MC0n>7mbyjp3v&0@qAMRbqn|!zCv=b zQk%_(393Kv0W3Eg8@KX-)bVP_x52f~LX$aX^j6Bi#ueYS11mq^9Hh77#84^S$@LQoEg!xT3b-);-*JLB??^uV_NeW%k9hxw z6S|NiryZoN3ZpTR!H^ElPm`U;y^@%kIH$y^!^n;+rJJ2l`@&^=ti|AK9eyUcQ=FQ| zi1(Nd`YlQE{bCnmi&*yN>-tPYlUf&$fFNexPScE7xGOwul&dii=xl-zTUw_>Y;~`O z6W23DRSH|acXYU`S;ag+E$$N;D1<}|r z)L6f{$-%@fVP@KAXP?bs@Xcd~(dMPtiHMd=sAT@gS{(pkF5a@kCcE%T90CO+T>NeSJZ|`2C@+*=;_X#nO)tbB#?ES z#uUJQg*|NEQoR;S!MnNxfv$X$K6qXOI&{_7vYNEV!c8b5GQt;2iT?2;p*CyB7vvR? zHWDnw0=~{Q$^r%DxK3b`Z+r{p0U*C#%gOEoTI{4^3I|+lqOgG_{J3&!tX~6na9Uyc8tf2 z%L(pxb$t)pF(R%})}{EoV2c*%H0oLZT{OP^vxR>*R2?g=e_Q>t(4zfJjDZW5$P8N+ zL^^N=>JBv-aS{`P=Sblakvo%>+SD!ei5N=7m~Eq?;omT~g8@A`J)W?#?42 z-QArc-QC^YFdKZn&wcLPnYr`3znS^(y!Kgp?X}nX#QT%mBMp1@_cBog>(vl<$9$*R zz0*<7vQ`cElCdv=!vWL%y&cN*-xBP=o28kB?~R(gM4rp$~7G_+>Jdx(_U|!zW%j#K5-m@q7L0ZKns+B@}!+fZ=Tb9 z{hX6rF(5lML7mHV1IysmJr9kY8Fxj>@U#2W=lSb`Vfo(P0(W&hr=xY8CGBKa6SaQl zoaXzl*+!!1>l!?V84>(?1p2>|~TVPA#O+*-l6kxPn%3($pc)ypG;_Np7vNR}QLozV*2n zBJ6+9w)+kS#o==q_~TZrw>D1Q{W%Z_Z(u#CWcujxdqYsbd&mFyF{8r7lqli+$3|OIrj>)nZ6ZgHi$I1Y2FcccU^m3A7ZnuR|$nyLKP8jf9m-ZxTh zjy{L*3Arr2yg*u}>8JoXfY)`8?(M$0<4$dsmkV8cQ_D?S;r(tijk#m}Hic_z!*qfP zKX_B)T&wX6MXo2VVtLemtlj5szNB?Ndenu_a^FL;hZ(GK_4(#ta_jCk)y;QekO=+8 z__hIr{re3eF6R!s8s?_*$a`P)QyTb46Mp|oC5V@dat>xLMfmNlaMW((Kp>JHSHm(6F)Cr8(4Cu; zXwbZzxqajt7c7^W7gt3=5%-047bBGsrUJ*P(hJk|PbrVav=eSSDwoH!VHwL40*iVh zkya^?(t1zA#Lq>}>Yoi5a#x)}{80F7Ksw7PL>Ykx%lIK)%UWbpA|r&*%fV^?tUjs^ zqgPm}SU`PIz0s?|Gf=ESiaYJyt|irnKgQ+ z@lXmPmjJS3;D2TyZ)Rv@?2^?C2e}4Hu{5@~SnYB*qo-)diDl7fan*yn;tKwpTlxN-7>8rg= zNu^)96TN=IQ~k6hTuh?n@H-*-1yrv-wBpc{{*#l6%s*xTa2rrk9CSt4g#@r2AFN(M zs+W#5p9$xgN#*l=J<0rCQlQF~Y^`6r7Dy5_7d6Em1&SqXQPeJd`;}@^Z430LM1aj) zoahHj95dqA;V!yhgv^k|4Fk2ocJE$#M~XNKbOD9i6IxywVT*|7=w0}|NO;2iHbley zR{B+P*Vbe}jl1GPzv||<3ZjZYX_JT4d;ZUAB;_5p8NI9UJ|Yj;AvdY%h|TZl#GEEk z6&hMb7j8#8-eK1VmM z!d3G`k$VIDDw*q@cgG9cS8@E|3OO|gabxFAeTT*T%*g2Y|a`1@j*eb{sbOgAy~zKYB(tRe1S3+1mxTn+1iZ2wv;D%Q=HLx-XYe6%gp?n1+VcGM1L zB8uJ>hu*l&woCxrZaCM!!E2FJ=q1r_kfP}lJk1|ZR{J~1NiGNo##5_ZN{4OE1i2|g zF&fxWWhu`|w*62TXYZR-a|Ryze&l-vQ`M9qi+M9nsfHd-Vc(AKq2yg_X*^`1kNprR z+DBuh~|5t*oU!PMHw{a5*}w zO!1+JB%oRbE+}a+f`zz`3|~s7;~;CXn}B_&bUni`W+NDdf9j`XUo4X4{O|G%u$0h( zCuVbmwh*z%!Ug65#WA#6o{z{@3@G3LNJbO3N}oGz7lVTT^*3la9MGF3D7GmX^7OYz zQ<3DHd^TzGU_k&y2NjPPK+Y9#U`1pP;GiDrvmvZwtr)ok!oN)%PJ-poi3JE4yuSTx z5%0=4d=1~cxCs#~Zg4Ah)C;vRSJYP-w+Q1BN$<>*K?`{m{Zs(eJKaSA>!wrxvaQq6 z+Y6SIBekN?JA@lUU}XfZeZ3!G*=ygOi^`9Dj4ymr@}n>dN>yKOP7a3YFh7{TXhqnc z%P^witQJ0jL6{sFU3_n3;~HmQ9N<1T2f{8&MlU48qfH;8CI!eBNP z^ZKm3dfpV2t=udKGT-@u0ew$z+!UuU!r~HnBb>>}B!L5Y4Nbq-T71fO+*$1z^r$UGa0!zZ%V1|A3IyjsMn@!V*n3cQ4Q_-PN|f zZ=fNb>_->|WjVg-i)1=;d~UpguL~c0&>A5D&C~(h@pHYPZr83ri{95F9IKN|Z(@ zG_HZ3U&Yixe@E~#X;`slX{?d7>L))2hbikvZ-(6C={r9dttC$5d;~J1`8iS^hL|(V z!6DlgmIBXYh}2N2v=MLf^Cs?%kz0HM7o!6#mSF298ezDXyqkn-$k62;syP)>0rnXx zh_9VaPDmTQ{86$Vs?#zg_sW9O^`h935jUPK2y`A>CaW#nfjZdphNLMaikeSTFn zT`}tEWOq2X;yt*h?GvFj1ekcA?dhjQ#hPm6SQ}h&>cyLoWl^(}a6a&HZKf1oXuWtI_l~L_}NnHc?93ZPBnc!h{62C@WK|ztRr<;=@~fP^-kQD zRBlKwJj!q#Qn@z=v(McM>S(Bc91^G8&~J1%6xtjejB0Yh z>bK)iCN3f?GJH<3?+h)=_kPtEpJlBH5fbP-l`-?ru1Aw3xzis%F?l;l=Z-tA?HXyb z*b@s4(73Q3+AibI7_k%iiJn6DWp_LqPv9^_CwGOAkkret%`?#nTc{#pn?EnotoqE~ z)m+&(<<-@DzC6)!##8q@KUCHjGB16^!mL0{&cTDZ<*Ys)_Vmll$X&k8p_%WyE5gz~ z=#0D_$K{2k!HI_)Bck=!9A7m8=g%@#&F5Q(D5RxEr{O?4L(3k}gEU^nK>Ak<_mzP^ zGTIYBk}|jYhk2S`F8BEEwn?_9(~L%&S(fJMY+W0zu7_LlVq9PoaFtzo>3F#G7SD0= zXm*DUiP?5RW9GNV(TvcSq0znYxsBSD*ZsKWf&|8KDIvCU?CG{^G+n2ZUYmGEE-fCl z-ri-;SbwC@?ePak{~G9}atUbV*8(~qx!QK!O{N6e!~yxdbsy)mvjr5^+skC&VC)SM ziBK*-CAd9rM4qNZXY!w5A97tkitM-TskoopE357CK;M_EVi~*NIhu%ueVt?zhc1_H zLn;BWOfD?5Ol2ut#1YOq^HSCTy32^@T{oNxb9pe~54{=P4-%y?eT9IACGbqtm3fJ% ziwNB~OX}Lpg?4m-=xu9i)8|Wzyg-3?!jTd_M_A{ler7ljzB~aKX!YT-T{hsU5ik$@ zW!($^0C9F7@Ya(vA%Z9e)WMMDTak;?3vYH2h8sHL+qeC2AN&t~FZg2x2EH!45Bvc; zpSkmPh2SmMLDz7W^JRw2qUIf~u{zGMz%*%lpZ}Qz?fL6#w(Y)D!*#7lqDbjTK@i?^YMfcLkaamk0|ZqP?^`V}z-4#YVncAq8d- zmN2(%e1NKsQ=L1%sIH~@${pk+fRt3;L6iq;P1kHH1Qzg*SC-^7@819A9C8sGY7K5Z zF6`uVCDSgBh)u}YSD3m>wEaO(deipBL}a1#C+{3!RlF|$4g30V8g}1BV3d!Fr~!q} zjl0iLi-L^Mms&g1tnkFXo<4uG=ZAYi)mmZNbKM)0xXo<8YVrvx(%Vx%WjeC@@F_*5 z(PYl0o)Y8Z6oZlN5G4!e6Dbyk{KS&e*O-3F{@SyfMD{=Jw}&s8$FZ63A%`u5R>+~5 zUb22u`gJAF=Z)0Tj1hNwRFhBDufC2H(PL?uOCiG6^P29&>0p7=L+S+>2#93@Ehh@( z3$@7j%<`R08P@#i-IJkj?_}QG@E(d_PagNGE)xxDHwY}QCb^~4c;vU=z&R7X#Ci{x zp93!1HYR{!oNht(J4j^Ej7M%7~I8Ildn}jkU*Wt);QWaRsB zb6li87=KY*nPi4-&SSV^+iZ&SohtZ2VA;`d=ptqAA>OXsW(ZgLGRgdq$?PCZ<7t0v z@Q59>gBwC1uOfBZc5a0;-WuYMMg>);CPryX>yp*}$x(FF-H>JHD#JUXL(AX=k_@1j zis)-SD7=01Ri+?iaXZu(e}4BROu+aar+f_b6^DRq?ak@Jq~gE^fx;Gh!WB~Rz+{xb za#wF~5$Cw@xO4c)UYdlUHu`Tb#?W{e{lfuk5Vg6f0>dF8>7+157nl~U~vBU_Bi6Q&^4TUQ-0FkC_ApS zf!=f~t(`gI=Vm}dp~_ckDieQgjFUz-SBLSN)A^XXv(+Q7@|9F*E-Hq3EE$fXQEHOW z63vJ7vzz;gmlhO8OXKwGBceaGw5tyzvVPF_aJzUG!s)M?|d#IGc%VZ2?3EwWk287WVZiU(h6S${^q z{Nx}p+(3bcEBP}Zi$B}n!qbyNz(M|(7^XrY4_Au{GNv)UG#)CFX+BE&tqa&Pz#-{O z+h7L9&sXuA{7skdbS+haEzJ%Xwc3$<@yn}O3Beua?GJB4KHt?a?Z$`?zd=vGD`AVZ zz^cRCefQ}UX>uKC*|e5#QTcwjv=!1g{9{z$J5_AR`eh}V28_?OUlUabr6=#RVQ`6YYtpZz;1rin3KkUCUcoUsTDrP8bRV zFyHBp$lf?#SxYZCDhC4^6y3&(lngO)ao@_SK|*e1QosGSthDij*{a>{gR&I@ zj$3uH9w@HyN`7(-8V!Cijw6Xc1INd3qpDDMJxEW^Hqqe6%)J@rD9WNZ^sEIIulHmt zuDKw6)$wM=bL=VBZi-HGer+otf}N?|aB+ZQ6OqoVcf}!#9_9$I=5kYGc60=sl!j1T z$d3bHF^2DgX0KHUZ1ZRjF5)M0vb}3m<#lnRHFrc6s&t8c@+{pr&-ncyTr4y10yM!)|P82iFB=A$6;yq)Vo`U^tyt2hf4h{ zdpgNErD;IqyrQ1zIA+ErF++%~M3t&cAm!#}7H98BdQAO~5NT?Fv9bcYz!48Mn-a~0T;P^^Bu7LGnNWxryGUS{GAorQG*J#A;uohcZ4>k~ zlz(9sYkjz*^_!{o<*GY$!Jgzd2T`=lN2UxYqI{I*t=j2{Ok1F7cm-Kn*X|&8Ayg2X zCisNi_8N~;2sr@+!w5;J5faysG^-OTx!V@8Z@9BjnjRM{`vzm*FctNDzoiP^?UVgJ zJo(qfdY=-p1_2l{!aTm~o=ASa&1lKpX7CBt3FMh-Sl{B0?GNc!a41X+Z0}01;8s5B zC7u`!?-djiKpEzyPNlxcbd_ap|0)1GpGK?_)xLnWlZ$ntetzYtsV!N;*K^1U;V`7H z92UoZQ8yrT3pbpm?fQlvbIR18zV^e0^o8sdcQY8ndRXN8zVk>jy=j3+1)o)4AlLaN zv-2BQxU%11hf5LcZ17Dd{Xp`iWxB19*53RFcU_lF|2&Xi$2G}HOQdFsRQ&Az_gq80 zm#V5G1bS(2&PB1U8Ff$Ql%k~Aic4lQA$Chdalg(y-6<;ZE{_-kVmgz04^a|WFIpsw z4rM})T=Z@iN_(jK3qoA<99q1>($OWSk9IdgkQ@dpW3J=&VV#^D=R?guNUtpf=PcM; zy}svtzgzkxotpt()=tLA@Rp_@|ET#bnUNcKr+)SBTVJ*r-wLEtdaGX>XVF*DXwlv_ zrt3=?;HRoYcr?8w7v1_rBwQC&fKD`riZen=dY?kyZZU6sxHs69H*5r(R_zJe$+C|*i8*PoCw$d0J14f|FV5#a-m!ruvKPlR24=a$*O)`a59&g_ z$%dKUN>v}xI-~6J?&s=2O9GtO6e)LSGyU)yz#oyy(o*SCH|34c zW}$)67j}(c6X$pbFMeJ&=9P_e0_6rUmZV0%s!yV~FT(0xTp9Tt&Q3R4u>j0R2~i;1 ze~9jfYTCeyuV=*Mx%K{Q8Ffu~KS#hr5%4f#Q)48fQkDQ8@yb&YutW z_VJi^;u{b9h2j=}7TS?PIHJwjmm_S7!hY>@7c}USpZY<^^6wlk&p^x&-k6=O6i}hY zEuxlzRB9Re)2l5k;!+xsx^lj3J=AJq8UlHf9`T>SEk zMoOo9-Y z4uh1P#kyiX6ba~<>*FA5^_ad;s|f+ZQockB7nfM^kynB0%Os4ZC!~th{k1O3?2Dng zRHS+Zo%Mq{_?+!jI2HG zebx|YdO@c&lJZR~XFWE0qC?!ziDHt-kj5ULPPkIzkhSeXrk?V5v5L|<-@RiO{t>p= zQW!nvbYmdh>r;+Mgx#B$JPw9!tNY8*VVj9FxWq)g0`r1jx2*BJu1R!}U;Cu{N)vo= zU85Q4zhwu(C=Y#l>bY%;97eg{)C76u|!zsFI+sPmhqw5EL4?uYlG|thz$&P}#DP+)M z1+*fmh`sDyCejUZRWb-FWW~Sd(Dm(-=!+EuJXvnbK2DwO?||e1e>-Os=MjJO`KJ@| z=GnF%IFe1j=_@@bB}c&h*7c-48PdXkcOUHbBrZL&tln-Pm?mQr>1(!ws@BEo$N z8eqLLWw=gUM6$0^byvrBNnI>|GG_|l7`zB%Q`rp2`w7lYu$qpK?gP*`9{sE1KHhrY zW081X2B!JR2y@BGLBoOkZ<^I2GDc0j-Nr9I{%M z_v`Xnd@Lr(rtz3>Vh3G-kP~Lx9OS7L^ThDPNw?V|9UPTdApWW7GQK#UM~46ud$`!SXFHs!h?))2GT7dvN4? zYl>zM4hIvKllJNv*YdNvLQXN;tqBCpU~l1uLI#RuVk+oLia&(Bk|$KZerN^TxuG>U zq}Oz$7YMYC@{Se@g*=P|+an%x;qMRz107rOSyL9RQ|4jq11LgA9$Awr~VQ)?Y{Y3w7Kl1<3%KuB#Y>I<0 zqgbwRKn`g>u94bBFVMlNWRIJ!fogb-)Og}`$*%lqPY-cq*XO_I zs`d43v~-^|!v8he>B?^)97z}iLiqlkA)F;}{?a6)siJu4+clm-N?Jnr`E-2f6dm$|@LIjR1;&9rRvG^}=|ICi#bcOW! z6~4bHrFT)8dzqO+`cKDWes+49NY+0`C7GxRJwVhiWkAmCV?047jpM82i0`dM;plQq zg}!?jbKX38Oatc~DMyX<>VtT1vgvmaf7(;jBgvRQ1k>hHlnEV>Ug(;kPAEb7p&%Z` zfZ`F|<<&mifhavWobsAQ|K|&b!hKGxujp>;nhCcZd zD$+nFmaAs`EPR}N*v=1aZ+0NG@tyJzN|u*gY)pJS3}|zbpCmqhLKJ}$40U^l{bw{H zRf?`z88)#rCQ;FP$^^~XITr9K6)&+2{1&W(0dWldPgw9&6oEc0baX&_>ID`53G@Us z(WHraa1-e>FI4$@f`{1<|2Y6J7abTd35N4-`@o&=Oaz=REbbdRH6`VZM{L1@*Gs$Owc?4UL~AV(9;5`M%0wOd=o}TIJIc2SPpS6UZ1~`x zzRN`$@5>MY+CJ0p*B!?Ms1%<_$Ma)goEoq$9<%^7(Exxb@re_>;NJj$Du^^AX5+J$ zHvvz5iA(H{s{@3>2x8KvET_AZN)8u>dJ{?_ca=)NG@s2%k4K6Zfv_@zNud<`-vPPk z`ss1v2}_1v63tj?Q8A^(k2(XTD3jj_SQ}o_%d50)HxOvDInrWou1-shjl~2;GXK

rdN9~&LFweJ|?YqL^+om6jM3O!> z;WAG&*$E^^T*AL<1?Nqbx#Hj`#OxF<7W`t%*s+*ZwJWk;Vks7F+xZ?>UTh_qJPwAziS8xVL%-KkEerOsXdZT7^VHefwU9~BFakw=~tOXRYqemkRZKB@7u zI+H0lF&;gM8csP~|6&Ze!(}5P?zCJS%rJ|Bmvu_7gl437cyr-55gybEy1;r6PH=t+ zT)Vi|jfXQBu_cXG&(94%-Ha^i7E`!p>T|AOk6EhqlEgc3s#nJR&=bXI8=RO0ugJ|* z<)49{AhuJI*BDI?_2Qv%YW*NM5wX#eZeR1D7EKFu(fuk8#zts8;mj~a@P|{DM7iCA>sT@7LqU?=+8Rw3X%!n0AFXq@xXY5j!{Dci$?*xC3z&|x+ete~p zv}$G$1*W``d}-f`6>f1}*pyCKU3`+bTpr(0iS>HMU@M1|2|(vudUhZfIbCg+hx;T% zas^U8-MHUA^Pwj~@`oADgD%9{=+2t9{M0=9g`5x_gg1pXp3kmD_LQLAX~@PL!50XIYHIH>S#37uFIniHEMFR^Qm*&(Up}+5 zNHW%VNd=jiLp~a(^tc(T$IGz`IA;7FtMe;d%+{hz*S38_HX*ojWN%(y!}Q(J%>~lz zIp5NC+~&_EFyb0gAxk`$B>TrozP&kTvG73}iGht{qwjHSiUODV1+JYcKGRSGOE z2bf5dYe(m>e;wy4;2Zk7VZR&>5C6;A>~qu0^mOK|$!{k@NS1^hdAV8DMaLhv`;rp8 z(G_EnrtX8HZGPqVYJ8xQGx{OIz*B62d0s}cBeuEcPsNzP_0^BOSRbiOg8Th<#E73p zIKtBYc3K4m)BH2;>w?MZ2+>dpQug01yy1rwtW)BOZCNW}gy>#N$Ek?!JYJ9^tif*P zTw-B~ZxVrL-&omUUr|u;S~`2ChGK-h(9J1(=NCd2XWE-+Hxa~|_K}%`PIXiHgf;I| z)tGQ5YzWNi1DZ_czUl!m?$bv^X@PQu)F%3XN)eYj0PLv&_kZN_`N0ER^~LpPRX}c6 zL)5jy_DR$%Duo`Lu|FVElN0o%2R-nJVSR}_05bveQ7Klj0+0d^<^dS|FD|#ZAffpA zNfJgS^1r6eY#RMu@9yHk|8b|3;O|Lhuq8%AOFde#5FD=P8(u3vIeUJFdiK8Y=ijgT zMPXr!>_x>A-&f90=sF-Arvms#Xw8jq>zVL0=B_|BZo!S;^Y-ITHSQzMnZZB7vXGLJ zb6Z0GD*NdlH*`?niimuXif=5DCueG8U=*9=d1B=cwP&=~2H!~jYIwyw6uwuyVR6%a ze&dO@Ny-lL=byx?U9IwAHkE%w@A~f+!XcEdgPRJMzr@^brc47mXo;SY%N=4(Qx@Jw zR^5^aU-EfhP9vZm9ZsJMpG|gdLeJnz(JmW*H{2yO$&W7LL4M6?Giob8dDyzH?@f0Q zU6Ik?h+aN9Xzt8pS*EQGaoLKJIj@6xfA`w2aLfS;i_L11+@tziN`Ob{m_N$i`Hc2g za&ycZ^SGupG|(ZbZETfiCMe_l6nr)aUg^&TDMuO{p!Gp*vZ~J}%K4}9yoX1XcV`+? z8miAkG?^InJn=?%d1p}y`;=TQzC=SWC`^u?7M8(#7+p5=H98Lb$PgI>qc~=>vJ{4% zFu1gxd2lKmX*Vau8bdVs8}Enf zyle)7c%EP#ocejDw)P(TTE>?87svsdKXtXnXwXIm7sI)$A_Z5L7cZvmqD^o^&`@UF z|GbDJy;-N<8h>ZOXd`uv=iq30udHaBeyry?RyeK*WH;$5Vtfny zF=7b57;~IZuC*h<6g;n@D5K@ldgWZA+nudOXXLUp)r^(7R_}j`l)K39IRn11K&(Gd z_DK|Y2eN-(Nk!yR<@+FJ4W!!2HqaTsykL}ec7CjsYKR4 zPJ{cx6{GyA2;3$?6b@;|8P?KBU(u+#ThX?`3fXze%L zcZkrlZRX@jog=-R3B`Ji(X7;>>fJ3dgEWcJ)iFBNo;mh)PCfvRsRRMR^_C0%@iSr` zMOCMqv$s}Aiw5gP8DRXzeKmuyZZdFS*DNGWD-ndL^>u5ZI|G%*VketiOfVLN`8Mrl zrTPZW!%oOywR;Wqx^I`)!OS@j2?Udn!|$APbWrXwjrWy#@rxur7D6j59bv zt;QL$IahO>Z_drs7gMoNS+_bSy9Zv-o$lS8fdaDWtoaTQN6!J?vwgCSEx z0ZUE8H=P^z*;ep}eMu3K0cWpaA2+wlUC}ljrj5FeakqrAO-pk{LZ>e+wHVx0BJcd< z=27P7Y-fK=*Uc6sq`pq=;Vy8 za8+&CTL;!+s^f%W0XK4As&~L`3;X8VZ9i|@(z$DE3o0sXzEwi!WAoH%&eoC;6w~}Y zc1iGP82RkiK66*+e%=18xyrLVbZR$6_%j)$ZXTFK_;Hf^XBiQ9$5=gRdur(>k;Rp_ zi^I_*p?B6Md$u|G!ouR~1;2^Q`$OetFGpMVDk7$7iV5)JdQ9JtmgVEc0CDXIhJ-|` z;_c&rKidQYh)MT*?P|HJUT|K$!+K!1YBXiUob!M@jaewO=uVA8X0X3^KUvvql|qd1 zUWfSTXrH&P!}1j$31a~DtZjMuZZD-}V|aY@UU0#~nF?H;CgD^cDFQ0W43NRsPqPUN z?kEg1SFo!HiMs3oxNFp-UlZ}_v(p4ZQme|B#{`ukRGf|%m6f~mBqu&j zo76M&pMJHQMmy|3wW}eWgA*6ZuqFMZJ~20DwJtN>dbZqio#hOuA(f{Oy3c;@#?$Vw zxMI&od!|MbnqwqjeJR(uj^0ou2(36^e>rYv7gpjn;4qYc-e5FYo0?Icd)=p2oWr_# z)XKzlO<}zpr;grWe{n*;(A-*}euI^Qus`$SY(`ws#Z>)#n7P1WJ+P&{K$|-P6jN^N z0x7lF?$FFfZ>&;V+>I$s9cl|i1;`^8FgB|Y`;(xb^l@=|$d2@1f(v4qYrVqQv$wtp z%X+b(y31?GXRLRKShN>Jd{UKDj$(?=m!nlHt`QmdZTp*9i0BWsJj{~)U||#B|L5vF zP!#YT5&JKNmLfl@xJ0)*L1MtFOaX4ifV0vA#2^!}Nx=F5tq8Y7`JY{`V!pU{+x(-x z*&m4RU5z(q$(KI|0lfvYoek1jX?YcE1+*tG>XxxV@+8N1=*8CD_WifAYuAk@ z3QVUCDP=U*JL29)b|}}RAx4)He^2ts6~vlq(s_C2y~c;SZaFfpOf4vFF&d54>mNXunDba_UoeH`Nu#@8~ABQ#;=fu`s<=`xLSzwRv{-CtG&OQo~ zb&}JX{vgNi<7_yCmwDlr(Y9^p;x~coP*0;$;Tvv6%TjpYCAjI<=_;j#BsBVXE?rLm z`R3jSajT;9uEmYffNu>Zv(RenM%6b`Kk~{o0w=%E)oK!)xwh+b9o7sG-^eID2 z;1QNhng{A!b8aPZuKy8xdVXVt0R=wtgxql+hp+}j6?bwf@Mu`ybcOojsx5X4RVEtxnnFCQ?krm$Ide7Cy|B-=WTAch8){RZ)PZr+wv{k#+gTF{5i2{ z0lzxUF&4u)J;}RE?@Ei2@Vjxep(BI~KU8Xcg*znG=4MPQIM;Qi0&Z1 zN?XP^T01e79#pG%=mA>%DrSK^^oPBOMbHXH6Q0LBWTbeA#3SOWqg^g$T20LK-+Z1H!)0C|@qK^bI{kM8_Ylf_voW);dQXcHPq5xR`n;Ab2uqTTJzAp<1P99hQ2|vGcUH#Ya0dN&_XwKpm*;iWtALqh2!Cz<0%RKoT zHv0xVKJJ0Z0r~V_x*Tu==gx!OPGN}m*Ai|$cmQva@Sg?$e>PpdXdm3e4#PgmHpB0b z7FoBCsJuk?jYk51?EvsfufLq4BdH&fR1+5Y6hZy@#~&S*4|WMKT-tR!Pv)SBv;{(U zrh)vo(Zo$no%!w%zWUWaZ&=0$VPYnRuN9h&ND8SP2J#qCrKY>yhzuaK-X&i|G;-8& zL|3Fc{l1|+(+8W`q{S50Wg9OnWJZuMujbn>2?RS3%g|GUlDDq z$l3;p1Rnts(a`9WtAzI4;q~4Bi{u!0${t*YhFcl z*1lx0Jvr94+*uzWgQ{|z;{|1P39_w1-S3XD zNQYhH9CB&w5pRLuxVeWn1Ae5>-?RLI&npdLkjYJj<&>W*Bgr^apTah1u#0SlkI*?{ zR&`y3A|QuY9!L9xy>LZYhH#~r!>$oQk28=z9Aa4Qtyn#eD`nlvNOOcNk=)FLLKryO z9m?~u(m-2bcT#Uz51amJDxRcD<+6TxHWDskiuR4j7rp(g5Z7OKp%{Gg>+tjDVal$A zcZ=XwOa6f0(#qdH{~LeCiUN3TLa6ZqiT=?}Wh38s24Zb68M9ZU(xup-`Sz&7+6YcO zpzn5I?&d1~JwJZ>2S2{PxR2U?6h^)enz#Yb#JR3rldpN<3lMg2b`l`$F#nl0|Ic)P z2PNP(Kohmp`EvpH4yPIXjc1%?y(-HO+@e)j|OQq_=`S-0O15@qVCtVwLX@` zHUo10FT1@h8IZ>xJL~R+cV_pT2f<9M)K=$2eIo*w8R#noJHZ%!BT6F|^b8tS zWYJliL#spO`y%tw?|XU3ux-8G6c|P7eC~*0eGE)hfT^6KCiTa=@>xaa)sxO^B*}o( zl@ae3CA8+ZoOCaS{FT9~h`)XHW&x1lOFRE19;pouzy))HrEgm}x3E-KAmX1o7#eRu z`WBtnB!DTlhi>^w!|bljSGBWmHR77^(jXHYEcX81=;3vHXVpHCn-hK1r-)MIUY|cn1Gwxs27E2mM0?sA?ZkoT3^@AjX z1bzPpc5D}obTgPZXS$>?`)sH9kkuc@?MAd*HtLyN*j=uXYa2FT8*VmCLs1(~70&XZ zL+wW%`we7bvsbcDwildex2}MXyxkaI@lKugz z0oJhjOE~<1e$ggZY#jxy>;S~B3=4R^WESk##U%*=?i?FPnz3gqibQ%8zT7 zgixBz9QdjJ5^F;sUZg?DcTOBWNw!q8u^$F^(<9?ZYvX@3sya|Ox-uz5+NYj(H1j=i zpx8}n13s$8bsMQ#FFUIG=-`7zuF7*o`wa&>=X*!z^+(6kB-kYiC|8#n11shM2@m;a zTpe?7RmLEZ_-}KW%{DGiluxxP8V{+7b@Wa_^6DzG&%Pb!q;iaY5NX1MwA5btv>km* zm3ER*^)wF~CnIw9L$kP{V8gp<xu1@RtF>Bt7t$b&kkaNan;#G!@8wO?tcR-IVq+ z_MI$Ay$v%M4ndQ?s*9E>k2iZ!5`dmPym|0B*7E1k`7F>pWGnv+*k~o3?E|bw8DY+2 zrPrV1{AXL2yeMQ3fp0V(1L_{MgGAawNQ2*Z7VNmq&pg!(K%VO{uxEtq3QVXx+0S?P zAx`2hHwtI!WCWG14>n7v+usiawz`6HcK_Y)MGVm5BQLWRy??nZP<0BKs7mrvb}AhU zyi?usV`%@7EZpO|R{b`^@v!lw;;V|BXvmeq+Tb}>ze}b`%<&=k7cR-eD-^8Lhy^k; zw;IQ~0MheOv{=#k>zgHGjs`SSzjV=^0tW(>9&PdG@MDa3hW+kETcs(RZXhD{2!!aR z2&lLAJ(IY8S5*@fr;h&SGG&9v7a3{Amy@`B;=^C_V`x5jt{yeEoM>2J@6pRQQQ$K% zceF6HHhp{Vd+CpCI$wCo?hBhgic|ZL?2?RrZ4oX{Z7Q2?kuIA98&jfDSwEWyQ<+EQ zrwS}A0NRO;JpHF3vh)$VdjciS^a!%1iY^>4uGam_5L zs~_6NNHb*T_J05$#aO}kwqc9mH{ZSjcUS0e9ylwo=|@UBtVud(mn?vt`U>tLMW!hd?to7pyv zalw9{!;ww0(-oZRO5n(oc52(UF?i4R&Ea=9*<{AsvA1DY8-f5M0vhd)73VFj%w$xSIZ&uBX_6TY|f5vQw{%ywaW-hV>1O@IT z5}XySzi=PZgR*YRrVT%|{ti4f#TCOR*&kU7u9)gUUpSEBk6qorJ}Op+eH3;7*kOse zv2=-U3)DK2NAmy63%BAx&Y`!{HSMaXZ@>*dhxl**R=GVSN8sSU_{rl1AXRKY5$*C8 zVISZw1kujLbIG#^(RIi?AY!z3)Ef~aeUtBkR?jIA-D96HZAVmcR&Q!NpD>?rxQ#-3 z(jkUVfdi;-V1+(Q2#}|8u?s~!?W&%D3!rHNkt$vH_X9uXy4{n-k^ zYpT?tC$`FfedVXHOtDInH*J+iCsqE&%y|&82-8|AEQqL%-7wJA>mqPbeR6CC;%*+A z3)VMpC{B6V!sl(Sv9%20X#>Cief2l4AiwkjLnH(yBaR@JQyGdmcYng&z9<1VZK$}fFIQMzSG@L4eF9D}xy82&OV^|U$*>K>g@LlTE76;`o?nHzX4gSXHIM_kz zl{_s)a7=PzE0^gU*xt~5-rC4UW3rl2`bCw%o_OOW(!3DxIWDg&&$6sC!;g9qhhVfv z3(yy(=N3+{El+R#sGAYNN=v^xo1ebRS#l6e+ok<25SP?l*^&YxR9({oUfDCtD95lc zUAy(vZiy6L0QJfGg{jQ|))-O<(msC1@MMe!mxz`gm#)%<`bQaiW{Y8plB}Dq(Av5ix7DxS6~<$fPnTL2eDH1DFYkxY!%7B_Td(iir#ijLMU<0 zM=UzFW*Q}m=`U8tW)p z>*^PyW|)i#U(G)@n;IN`D(a%2KgahIs{h`-IV|(!aq!>v(D*~X9vjm%H@Qq05=NWY ze`D*bkT#Xq2z)?{_1$YUP4Z~L4R;h zD2ZbP^WplQ?H5Xf94eOczJ8&U4jNC&VumuQvC~f_FE~;~BORyDnxrYJzF;L^Fb*J! zLxNLc-)q}I{+Pi!%E!6}hr7-D!}{m{t>$h;hbDR09BZxMJXwN%??Nded{pv2C_ zxBeVg^a>r2@o^!(aijw33!w2^b?8h8p&SAMit`%Ng zWTr2$u25GmyH0N;^ak=GR6;a|znj6D_0DK=2C#+_KTA(V2RyhuD;R~6FHoBhU<1^E zsx7bpuxi0CQqxZRRvtuZe#8K^Z{)VgXV6K)%AB9@1gNq{`8Smw1Km(Cx zqhlkq=GV2gYiTVJMuQ-X%faM){kNpA%O5M`4JyW)M7=2nxsr$3ofS~whq!?z|LxXP zGo3&q_+SQgscqzNJMNXely>DUoKxTb&AJ#t4Joq4Y zhQK~nc=4w?dA%=ufEvoc@!O4&QH+S|NO(R{BiY zwuFHEb(y{DvAq#Z@y+#ule*6+2Zu&b22Zs9KOagyZ~}4abYDn-L3sx9*KBK#f855^ zEhI<-rg!%hkG2QBJ} z>R%WOqPnWIo2iiLC$Su2pjKfWn|7wet4ll^zXVcY8lHK|8U<-Izq`>p$^1Ck7kwBA#`Ji355d=arIBVh18|PK5!o^I>NB1LUrHw#14nU zPhJz&mg?6nF8+07o|0$l$HeIEVamM!Dr)w|Zl*9awP?9}f4;h^ACjx7NPUeRb5u8S zfAHSObFOwuE&fpFxMQCwDs|E9; zkKvdYI14L9r(Z1u>A{IGJR`o9I4g7{1g|}_DH|FXj8KsEl^pqK9O+eKbmEs(a*h2$ z)Bf}3nm_s^`5&z+)T0K)2AH$DaqhaQNnat;hPO(ZEoQI3gR-atBcmdh;^WkIbm`-m zrT&)Ev56KexP8`cs33vH=5ZP$WLFa7A}iN(Q2hq|uQ*E`$r-|NmiLNPW-F?O zbHPd~XL@>kRtZO5LE(?8%P_@P%2atTcxQNMM}EgNR^(psWY^qbVhTssTC2=)Wh(me z5b?C)=OQ*f&A*5N9c)7Lf+(Pw#Z8fz>;f^rohspRF%;cw80nC42R5H=b4}UIHMzf; z`@5x5q8$YY6|G8)y@2CM9lP1sdKAD~V+uJK3%@Jva|_%-hbm#%wW|Gichsf?dD|c` zo6XEgR|umSaBQz=a8Q=2?qbd9zc_L_2YF_lfyQL>q@Z#Bozv(Vmc<-O=`wxtd7R)F z^eOoTFEL=3N7s5O@AuP)kk=vK2PZ^1b#V%>q_6T$kY?0obfev%&DP6JYCxYk3s_a*Y#e0tl z0rhG8=rtK_QD4vybJP%>O6iD|NC}K zmS1Od92L)Qx5bm&0&VRwRVyqV0m07Wv#xV3_kMG4O0pGqNt`E$4VYVk-SI zKAzR?iateKSuNK^g@Bo<+t!;3CF>FKF9NI(`Dw^0;m{6)A{QQ$lNy`G>p})g>&6D9 zX$ED-`kJ?smFNAg5rchLlWGKvBoV8{&4(Gc#?I0oL(E5x0=2Olgfxby70q`z?~N?x zNLSL0z8-hmMR?=UHBZm!)wy_W+R=7;I4#UNZD)Ou(6%(yfw|X^rb`?|8ok>5`_OdjpxyNe9ayHX4XH_m~$Qy;E zie-gSKV+Paj zw)O#)N*P+8RBRQ>u-1{xna^kwM3$G2?a=i=NQysYPAK zZzZ;WRAU^^CR1&!fCIgLR3oaurn_{}9|axDeIACb6axO*qGJE@ zzpK5pu`kih=PmVMDWc0w|Ijclm9&g~x*D*yxxN|H`jm~k3{(4y#GboUm(`l9DnG$X z+C+=LQE1u!Pm=gZEDe_FKmAZ144=i~E!(Amifl&d-w?Cv_3@2+uBy)}!W zc5rfZjzK@^Q&xXAasuLIej&Wkz%qy5^WObbRAXCjFW~9~Bq`6GSYkMh_#M#W%{kRI zuB@4@RpjY;{dUy5J$$SEOxSm2PTynxZLLU|=(n_e>oU-kTXX%&F~HIWMWqSsPzD5z z(fnPt78pCtD6!_9c9l6B?RLpH4vYNgwGE$Nnu?L5n`0b`Q0ofVZdObh?gfo!b z67)Tzy{H#S$Q>LVoaT0|@gn&?X!gF-3tWLVBrZoVhjvaNa@Ec?OxtY_YPI1Ire5k8 zlJ=6(o`L<-P2s@yLH%5~b!}I#933WulUzQTQM^@f7H}DsI6HpD5!^XIRu^fj{-&+7 z)OrFoga@d-fZdNl)eV$mIuoK%aam#4sCG)FYBKt^*;Q}6aE)VCc6^1GSKHc)0yl>?$Vr# zRGNfW+t~tCeS|4Loy={+Y0_K9=>E*% zgd%j>B)M3$&Lo!yanJ5M)!tui62=qEPGccUq1R33^rap}gp)8nFR0<(f8~>5lkSQb znL^OL-zw|C*dpIC<5nI;=)C)V+IE|=$>As~jLbQi9(R4p%Fd>D%JbN8>J6v!9**=Q zn`z|L?)AMoJ>kUId1_*^HgeDDu3brj$oqQH0N5S;rtf#^3bJmU_2i*F>ePbLC+Xd5 zvb>w0p|K^ewFtZG-M6vIm(R{>krg`I8+&Xh>^hpSBtO0P?z~*nT`k2lt@u{XiDs|p zu(n5L%NIPX^0lw7ZqB@<(8e09!dGpRo9t30i5buKjy65PrEICIqpZP{6`~|AyAh#0 z61=V{JtcX`oiH{$!Kzn4_`13_u0;5ISbax-#OqNmRObf17tffFiwsvIll480t5+sd z^Nv451U4FGo7(L@a-53L*T-hf@E9y_yfpmUrKal%BqU^$;Ohd@`e^|ImUrj!gUdQQ zZVY8*uY@*Y$m|FjdmsdMG9HHmRb@abp++nWQ#;~AE*MP>`e>#zFlViT26W;fJf~jY^W>FW&M? z4Swx7)S2K#cl?7rUs(6~Ki$ssm1k0QHvx9)I(vH!ww8qzor}7EW*p;-4hXFmYV_cY+AAvdVIHy}o2RT9hXT!!Z8vv6naT>ER&^KRZ zh&P=N>9g$p|75#Jovgd3&U{+WWE*yY*HqWDDJqYR&W%h=AM)nR^3$R3b z+{>?(Od9o^m~+^2UtHzp|GO?PGiX=)zJ6Kl` zq+WmSsj2=0?(|vyDDT|JZ|&$T=yKMHS(>6UGh^%TA+h>QirPfpD6-Jhia_|dVxxb3 z?(~-3a?L)_E&a}w0>|Jyp$VM z+#FN*GH+=^z?o}#M)4-`ryc_uQoUp-Dq8G2Cm>~d_CP|PRYgHjMEF|josFy|=Sq-` z{QR<-ut_uqek%@t)<~Rjot*bLP-C8^{EgMd>MPke^5@XP_UfC<`iHGc6J~c^9;=;} zSj{Q4eE${yoz3YsNw1&PV)yFCcy2PHQHx?!decr_mC3{sU*GFOZd)BiVW|`AujjVV zx`L(6_3MF*#O|3!{-JTpV!r8HMENciW^T0JE={6EjwJsAXpszWkRaG@JxsqyM{MmZ z50Jj={y6T`)eI1bopz|YM(>IIC5^|hc7u?Z{(XDWzx3HrXS6Gk?i^W*=Zqe!*L7dg z(wyhvEb^~k(3lj0^~RPfE9bsmf9ANa2Q7(8lSdgvr;BJuL@4goxgUP;i4$@;JJiJ> zQ|Q_3ZtT&RrFrwdR5)8A)OFsV#)e7EKIqh)hVShy(rzRdu(bI^rkVb3g-!02(1qVK zmyN-c(n5jXN83R(RwmXuZT%KY6=w_Whm&(oF%xlJ@^fw#w^P`&s#TyEdbU9Ex?A6y zOI+V(tGQIiue7mr8n6C%4og^It6={z<9*TcKK8w;I`+b5>hn`+rYkN!j;i{I-JGnb zo=}n@@(>UdcYOs$I2!uW%xrI!)^$vOD7lHo`Dm158nr!Z5waKz*=f(U#YJt)>x) z2^!yt)$-`l3gq>uRDY=9x#FDVNS9|RPpgc3r)&m&ZEacarZxZJVBR+RUa+Wg;zJ&; z5KgCk$*Od$R;0c6kNH26w<=Sg;!f?Qo)M0y{q8{7a{fgryIBPvqo{ng2LGYY>ssWH z9}UikJ9LuV$B6BI@+EfduvYZn@MJC5a_gX%$Wbiw79PJ>SKBV>79tM@^zgs==i^dj ze-(r;Bd=PDZ$0Tlhl}byJsRY`#|#dE1;x&Kk^H z2l+bin}nk!R_1;gSe@6#Ysxa!)az>RC^wzV?r1m`WWA`2mmx8*!7IV2Ur(!GpK?W+aL*4YwWl(qn!*WSpwix~k-IM3|ax*Ud`L(C2&2;vdWa zwp`?IEQ!3HEYr`y7X2Q-DaV5Gcv?+$ecQ}2nrdI3)jbToh>3vNjvS+3Kbgk&FGhR8 zSpsYHi+1V1!?HN4YQOd;$(}H%hoWHnSf>D4C3wQt{e#_7A?8P^NUYa3LX{c>kzZBsPLin%8cR%v`9O&OcF#of@5yD^I&JT*#M<_lzVTmVKM#u>?^@9VP}ckC zwsUEG9O1SJf)i80f7}Yz0VrBYyf?yU2h~0Z1P}hBbATnM(65~&Y%`TrsRqhp?PX3# zj{CXiZ+eB=>51dhNFX*^yRbMiJ;o)M&c&f=s>)GZ`8lCjat{W$bN$z@leLo1y|O;9 zuHI}`0cW$;8E`<0f~pv#qTBw>#{&I(%I1uL1MbT2}t#O z)PDb^GJN50B*e~g+P}w}bnJYL!Rc6 z)2Mq~q*Cp9R}GSGk2nDM{^yZPGe>BAL55~^u9VFZ3|{OJXO(Dk_oZ46>TzB^O& zIbqL(6V!OTQJKY1PQ!(U*XiMoj^bHDV)VwF(t{Hc_`RpH{*us*C8mj4QQJ>glpP<_ zV{oW&tLCdXEk(&RF`YB>H5)-WKz9*vgG zj{)Fu#tDduyIL)(a6SCv{xLGZR0NK?_vUAQMLSt2gBo(j?z+d-Rrkm#lOQv(`h7Z1C$oSt!xwvY~Zyh>y`s5$|~V(StxQ@>wi z;6YlHQ6wcX&hTn?h!73O&^yO`QqBWpGOR`}R7NaTn(1g;t5YHCp672UQ7&>oq~Pwl=7p#d6LJCk)ZC zQM48%`b$9`vIkfE{@q0P)qqkLBkUH^{2=Q9CLO>z26CAFMJV|975-CKWW^{bxWu-w#0TUq6sx%bHjWZ@-(y>)8ymhlZ4e_Py6w#F9CTORLzcR36GV#3fMJ=$E&hOkax%vasn4$E2Lb;2%0o`S+ z``4{~>+(K%@xc2&At0fGK9b9}W zqua_X;KXPCq=Gm(JETgJxgBY$X$DF?Pd{b*D&8>aPrYP01D!o-k?l7WggI(BZ?jt> zE~=e>N_+R!j}nW$ysdj9{bS(!U3|5!bPg6T#qG7hr1wP2H`12$yFL9tt}%YXtaOy( zi}Uc6_#CRBp4tTFEE^(w;3e5DKL_xiG3v-3d@!fvX{QU3{WdQv?D%HO443OF1X56g z&K$*}uhIC~(Ms?6DX2>Jm~cNuL!IxZ!cKWZt*Knr?-nYX(Y)nP{NEz;xWrCCf$`k( zWW12mB^k2U?xnuLsAX}W=vVIR`6wTeJJV|o64MR7BE4`Mehy#sD!+#ODa`%vPCy8f zp37{uDx036=l6ntels{}UN;usBE#Y31-2Z<=lsn|CmM^JaTD&BfL)RKBe`TOy_zUY zmwKr?dbseZ=~|ld`fQ=Hpoiz&kbU}&0^}-edlOY)ksDE+o5bpy&?Y4;3Z0@~!*79W zcVEq0=1@}3R;{MQqWrUtI27&rw=YlxU7Oo(FQq#Kdnak!X;I`ns4Xs! zw9O*EOJ8UY%D(Z-zJcp4Mt?9{LHYp>GtLbu$}vEE|4VDV{B$XZxkjAx-%C)ToJPK#?cD%|m5f~?sKw+JN)EG#b) z4H|?vS{&F>hEU61FlHg5PJLf6EM`V{{`vyGK(b^&@&n6%mgo$$y4Lx59el71-Ldvm{2Sa3GLk1?Tj)8ROWeA6Bkp*EX z@5S>(g9=7woel+zBVqy9^`hyeE~`)?z4?an;tyMuTQ_o*NBq!yQ6Cmcw&(N@{O0Ko$eEI*)5bOaM~Gf==Q~m=h3+7@)|X40kT-09OnG#zHL>B z$9MR0|8$oZ~I^tcZ30z{b|FNHG;U;GAU<-o}EVGooj zkV66I_}<``(*_D=rF#`J&fW8h@V~_e3)uhEK_v{kxv=-IegRV@V4DdikfJAVy#H2@ zickaRJuQ+{zxr==z$H!xCGtr{>mXBZ(8D~G5^{X$htW+%sGsM*q`I?5f8&otZ=!%E zPhQYd1`oXRElo)DGfnGb&i8?r%YUIrK{=)_`S^Yg9FvSOg{Fu*M@()FT4_!};RuRD+J_ zvk&SqdA?-1M#W6KCP(C0&44bCtWXMndvju09UIOr_hoP6cl7Xoi zW-A{BPG^0eloDlV0b#z{O?`PT4sMVu%3$>R*0 zRLfAw?4}9%HX84z#eZrz9e{un7eD%dyKtiO|9#CDY@3B$PO2WU`1+}ShXChj@}Pb^ zIY0{z?>oapQL%&-wM4*T;;C-(5dR71|1bwk1Ws7OeY&v75`B(2!V01iJDm6jaU^=? z+DAo-nxbh_R;hu~$(QQ7j5j&YpK3O{cKRZ2AwD3(Ygpn25!h_l;~N~XOko>Pc?(n2Uq!h5Ke%rKodMX2FGVx zUKg2XmI$H_aL96+s#*r7De*S>4GokN1V%G~|7zdkOpP}u38FrZfDt5?9QHHgLTQ)Y z^tmA}AsM8lpa-Ys+a^!`(1sbGGF(2EfmZlC%3-2rIjNT+qM_tW@>B&>JvGxki?3V| zkAc%Lw*R>-AWt!NRs#;0(xMcfMOFBkXA9+ssb=llE+idVticqCF&^P+l9R^%N;iT| zwd(l%&Dlh3-!5W~x#M`3c5X><@fPJ&s5wGJn}@_xV`1tE*8~?HXPia1h!@QMS4>V~ zizy*bWKu&K8P=;^l}5;p><%9=>#*XS7(M^)H*eKIm^7ZfT}qa=wBEHs#OB9^#7 zz`jU`!qBr9iPSLV9N|z*2b(>uxlfq_4_?o-x?#gv2CiTtUC1BH$U3$oiBg{l0+*7| znHuDJE-69RIo!{#NkM;Yn5l{w4rcs_Skx$qiY5Q`dLrAPn*`K(G2pD_XPJ5s*dLEIlOChq35L*7enp6vD zh1FvhYbsufR$uD87;}>R`mN?b-K;8F^?8D^8uHjNSo6z3D9$$MSI^?>r|bjV?;_Zs zT2+E~+=RWA_5`;e7HXE*toUG2F|v>fC>0T0fVz}9nUNMd2o3Xc-opW75geQmZH5PY z_=*TFGaw26wgwrgjF<8}IqJ;+3L}vV*T079>E|hn6h23{UBYY|xX!)HH^)1=f*=aD z8n3>YL;KE$KvA;|`bhzmsjSJZU*MxuI98%ax|~-vszKHx`B+|HS`18n+bsU0e*gog z11Nv=Jw=sb=6)$y7t?=$K^lQkdHHs;!zI0IGh zEemko)PMH-J9+v=CHdG;iYdhohmIR5Vp@wZ&*0wwpyHtLgT9I|Aj40RFlRJMItC8d zCLoi@;P6|=0Y0;1m0-t2lc#zOTBG(KTO=3<9>yKUx+DMnuJ4pF7017n3tOa6?lH8u zC;uCc#?oD68^_p!fF@wO=e)MV#CC3Y#$Rr%#~iPTYmz4X`4M**6gZHs5so-X(#puS zd0(awORfqHvZ;lb5O%`kz(B^fs6<${Kbnx|clqaPNU&K)674e6$=E zz7}zTFVrl%Xz}%`SBa@jt2mA*_1G^NOJ7CzjAw0uGw|3KFpdwwn?J-(Ag@8zN`aE( zhA8+CrU37|Z)`tmz%q^SZQH_(>rXVmjp6nkI*$}ho0}MJ@Z;Mm0?fE-_DwXFyLUJX zT0Na#c4k1O43XO>{fG8k0joB^z>7i(m;yp%=8z^9F)lVJZ{#I;tFba87r{Vuvl=CF zlB)X4E>inXIr&b~04`r?EgFhRN9}?FRu(oCddY+NLzIjR{sKFjOSfo|ii1Hchum-K zsh0i6uqv9!eSe+&CTZj*SSib@P^PsMe$*k#{ASU@DiQB_6;UkIW&ynC`7%u^soina zMcc=6Ad9QAY2KN}5hd@vyx99XAJQS|q-!-`{j{G%j~J_`sE-lDAj2w`9D;v#Z;LXc zTFw8{&=g2C|C54pPR8s>A0Fic%PR})XOm!_R^)`JTCgkDCskE4O<*b1-OJhkVbNkC zLt#qq?Z63ghT<)QLM%h3QHR05j)}G0h2z$ErSq-QyL=Enu|hi2RhMhAV{YuejV3OT z{1kaL)tfD4Cub@ozo;k4CMU4^7x}0cNL1C^ph_8eq_Bf;VqqhZ7s;U*O8)ma)I3N) zP;W7fM=$r^^S>GDGOlz}ZX5Sqb0Anh`(6l#++$7d<|PeB5# zHJ4ltnC~G6-QDk|%FB_sHtf}RD;UT7KLw|IWI(%z#RFrwXBeU@+z*^!k>+sJGqZ&%%-H!3>? z`Eu$V(!#_hk5hc=TGtp6cX1|QA9-We(5GjLL8JQD%g>M~Pv`e71oI3HK>`AYPaW_@ z)?h37IS9&XNxjAyv1l!#L9wGXL*xqwLEfg&!;+YNGjHrT{gRk5=GA71gp zxGQd)93rfCX0SW)APA#_{jbke2*c+*cS@ii)Y~Wbs22NS@5hHUO|s>LJue6;@ZuD* z%YkL1bN0&J6Lo2JM^Oh(oebXqLvY{Dt3CZf>mL2$gtCfvc`RiBO|&$Jc}9?t&paAM zrIbu_JYH=O%W^IhEP!7Xu$i|2A0MCI8W=4CU^MO$bJCDzY8Dq+$g&(B?uS ztkCN;RIxL>6ndgS!(V^`h*sRbS>)&hr%-EMVOWvyqW@av!Klg$ltr_G8-N|jkA=v0 zh}p9H-EAHWSqB(0VOy-v_Z~RE%r4D)F3aoy(H#X2PJ+A>B1+C1V^3#9 zu+;G~Qaa!y!!**o+`N|-kgGvdlTzj%MtFrYR*;?g^oM(-cM>*)T@pDK4K?%=Se_Q|c@Bos zH>s{-98qcVpfR?Ia|klbN8ncmO;Z$)z`BYNsUC?*_IwtAz~{Q7?0`|GWku-NYhJON zFwBplxS@!h35mpf{(6ki!7j(k;4F+=7*zgsF!6Kq%l#FJ)Wes6PtKc>sg|AL)M|VQ zbR%XrZrZ^F%y*Fi#EnHtP{KK_qU;tBET&djfdD;am~dop4mvPrOhVEJo|RIBN45u< zF%PqBo{Da(Srq}dkB6LK)PK#f69P8l1yr$4cy<~~bJ|3q9B@sFN4}vc64;w<3bODo zgSML+(B5%%_Y!anurpo6 z=Stfr1Y*;wjSNC#ud@5EJ>I55b}G^p)snYE*?b}KGr&Ks{tC3QW2j*5c(o(BBf|Ol zRY5$UAIhP2s5CGt)DlMM6WO6DqIwAE(qK|kJqhq>8=#0qdtVOvj?zSbK<~BmV@H`*LXN3@I<-32WpU~Kb*aIZ_h3Fh;D|?X zD$JiB3vDjJefR~UuBh`Ay!JgJBZ?d%x*qDATM#Y$|8gz=13?6^J8BO?UL4XVtZD7S z8r*y$toic&bWuF!+V(XJeh-xfN2uAn(Dn+<;yq*&I~u8jM({rs8N+s{w24){~} zgFoT=rb7N`=aU8QH_;pE!?8ELK}Y6CRVgTf3Wl41XDA?A7drmoU=Z531#DdLS9QQ! zJ&l7it}nO>j|zswZ?Pgi+Sm^8dU6p(9I0)R8+?DDGBB<2bEK|jy6JLAC78qTwvMBi zeHL6r#U=n}L&(Jr@u1jpteEun8(R}^3?vvzV=0Z;+FTz>42z;LF5;^hbg%+&wqB~N zA*Q46P*W6|N$WNBDQ2bHDb8|MRH*G9=SnuBNqzW!le5}Bm}$$~Rnx@*@Bf#_M#W)6 zm9mu^(5AD+93ILOo17#ibHa0MC@(~mmJJ9=g#Z{s#=sB*S{m&7w($+0{-r_<4Z~Dn zUvhDA#^!&|Cvpop;guX2=3#rb1IFKf1!}k&bQe3L&Bi)~F~_jUH>H-V8BC!hSovc! zFO48)tL**7b-yGlh*BXHGOyh#5wDhhSovTvJK@8)n3O*o){}(K(VGO3It#>IPpO!gJ( z307PKqEL&(kUDpF)h2k*RrJb>+z9u{CP_p;!?c)7q9xhw0$LY$V zh3LLX&@W@#(Z-WEWwq?LjithO><6dVa|%Lgan$rCdgmUuAE(4Ud4~lmCud99B#ceC zre>-GBGA!Em`_^6#N5q|P11<5X%Ir<7jpGRJNjRHU7h<*Ez}M(ol>UET-EMxQ(WDj zoZC~>PklKPNyH%}D?f01eg7WLW3u0Dfq113l8$~yO8n1DoG@*Cr( zx&}eW?gTlNrl*O=iROYVtZMrus3dWIXJsO_+kaZSd2YGchKiRzVSsk_=S;0dI-3#1 zY&YG?pL;r@xi?zdU%Ug=cJ6L(X=D{@f2d>6gv>n}yMx2cJaVDn-Ewe~oK|+f6*-Y9 ztbcL4kTkZ(S$VF=9#g(U@IX_!d5=I^imhb-bVMsT&-?Pn@tvu7 z-+qI>_iS;gInQm-;KF^)Z4rfAnrYuqO`grC{bsF%`qv4~qiC{U8uc`P&*8f+@0i+@ zIqpYfU!!M_GdNVYRoI>JV$7&eznD2^J~OIp6pojZ$2vO?i>UFZjP**r>RU+C8Wz6N z-j6S9{Bg%W7wm?EHFUq(Sc|^?Jk5LR{x92~qA++b#64Nk<7g!hJalgs3>CxQw+KyI z=3CfKcnCjHOi*3fa_|4b_QEuO6)=i`UU@M21%D!qLW31MZurmxRlU?FudI75R-UdX zU>=d3<#M1Jj2rhMN6{mL3JR8sz>*;^9h%ZkSdhhCZVJur0Y#(^>@tUuFc0iD4?u~O zv8VP*s%cG3YK1qQjwH_4j?7CB9o83{hNA~{cyd=N+uFM8wL2qk8~f`3gg>WU>#>{j zk-eVVKEVREnKrwBH3_X2lBeglEhL1GJmhzdEuH90eiBktf0NQlNvWogS-9%6bh9^P zbT)&JGes8tk$O6Le^Ie7+_HOhB_I5`5QU&F#U(Z{aNzhg7-pw)`^L#N*OtA^+|GDX0{)#@?way)K`F$I zwFZJ`R21kPsyODtOXx<3hF>PzG;p`TEc?09)OdkW|GNo>xS{m9n+X^U;(YaA2?&Kg zw8y#b48=iEUpb(^Tr$Gat>J1{3`Yqtms}0$v>h4ZcZFNCJz87O^7YAd+|S$~f6h=eAh-Ffz|4ASenO@7!Z0@NdX< z9KjS>lgVmGoPNsv%6Y1V_FzmbXN%QyyDG_ifx|^xyzp51MV}Pi_kZ-V%~Ew-UQb)- zhRIa_HFgr-jE-BSc1Tmi^82}}e|>*E)c)t*>7edD5S0;9?uU!Nc?C$KF>9(Sy#6&-;7}N71H}=Hxyf?^U?SCLYzWa zpF=^fMm|yG-w8^Thr;g5T^)T^b)|~+ytq8tI+puo4X3VOTKb~(qK?jakbBZ# z&A?9CynCAa!PX3l5!P#k6x|*{k3{V`ZO@}O*spK6BGNs%FRr?y@9(+~w)gqyrjlE( z3=g6fa_^V5FN7oB+f1Hqf&&2R(q~pD7(}Bbg2#4_H zebgXEZY&5JNLLiM_j2EY?@G5%qdM--DX8y(ilfmITZZ^5Qb2!px^E6g&3m@Ls7Bsa z|KnWwFFwkMmFqsvj*H$t@o28#y@Adk_xg!=i)8f~l%SLGoJqT)YYR57H-r-cnPdo; z&uX>qcZ2R0fOM$u(n{flj(s`meZMklVOv|^h9i}H_cv%s*fZVhb|rw`x*zUDKxy^C z%3{0pMyJS+z{W*#er7*Q1e;NGGQspS!BNm!K&av}g9NfHhZKX5Vsz!bK6al9J=op5 z^UtF53&}68S-H(EODFGlH8yqutjUyo((y-4Kqba7A#{bMNv!br$IoMWl;`WXBB>B> znHl2yfmFMkAd!kHkC`aROT>--Fm;5%15}$ zfPx3$10bS?4?c=b$xKGrRSOE)NJkL%{8dMSB@s(X*G!`4eqW)@4+s)t5bVx zK??doJ-<+tc0XHb4fP^`*Kw`sO#3GQ)LJc8LL`y}PqPE^+)e)hN@&n!N&hvEl1UQ= z(1bZ_Ax{(mMH;iyY?pgwr8Qx@5_|k}DkO+%ay%-E;TS=HqhuX=o znOEI`xYX!_IR%?G2$c_yJUdZGJ)DA3ipO{3H4svuilscT956^+W=jV2063Bq&U7OhI%A1%RuntKg&j)*sE$&?ysUIe1t9yHv|ezl zIbh`BRi0BX3&6gr)#GsuY@zWnB$9$D3pyw?Z4na-WLHD9M}ig2gy}R84Hbc7e@!Pb z$gcVys1%MH%8l;}AkRY>*LHEqp5Xi-0JyKhJenOq2JWUJoW9Rh(tL=}TLcoiFa5Ct z4d*`%0$fNFc{@wBiHFCq4jaw_dAsbKJ!3yH1x1(6x%d`|(dicWr{tVA8feC*v>SQQ zGEtFpUhSToDqQS2&RfNo43Qhh2qT{xnondT+RXLV zV=?#609#bVhe3qH3feCD<|ACYN_i;dasdvd0MM~7I|djne&ZNfWLm`@KqtujsR9{9q zcz(3k)A3)_R4`NrV#x3mjYCmkV*FB7et9q~Q?Xlia7s}-)@ERma7C52# zo2daAuu^xz1D!!c(1Vj#XfQ}gN%aVyrO=drR>eYJi%}}L6!Z|U0(c(3U6j0&$dC!_ znsDp&{52H(s;mfwSPL60fD~|$`iRD0+n$pp@ZzUS^FGiIKYKYc*;`n1Tq!{8E#l&H z@XHJ0E{v(NU^-{s=)6YMe{Q{9m?E56u%N>R&y$mC#(F*cRuFP9E{N}>7myolLl5qF zz$j}ym#wnmu*70S-*QpZF-SMS#653&gz&bG3m8aPR$Nq3aFV77!~+Y0*Uyy!7so6W zdp6Rfh^r_-@DlQuLqSuvCrEuY_(xgR8qFhm`pv73h&IMI^nk!v*h{G4_)$CgSp$k( z*8p@MV=LuS@jx=ssqQ-ww67;_J#|0R@Fj-ahw2?aR`TNwlNgyzX9#Q|)O`%=ISWfr}2IO9Tu)`$(Z zN?3En?-6|``Yf>yxO8^IW1fCSIK$CPg_KO5E4TL7LXAC&WyA$x0Jmgw#CF35TPzY2 zfY;nSHvF5=uHid_)a!!En`cE_obi7Ada{4xsu zMRF{Jlv1IK@>`r?UU7@b=)pkz$J%FNfGZ(k*uC$t{c|8$U`p3xFAPu~_71>JH03cR zaQ;JD$_RNs3Lrbw2+9HJPb~((z`=?gS{FhE`>zcmD0)Ec88K682v{XSIOP6*H4qQe zCo?rYgMZ={RC3d0afScKr3y})@iW+K5s#XpC>*nrWjy`U0X*YOZ|JUTh=J~5?8-aR z-Gu0fT8Ukvg$;0Le;%Aul^n|Xs?3Z5U|3eF0pRWnFGvG_@)jZ5b9LOE(a?Q|MlJv& z6TpBb40>o38(`WCGh(1{RR#lv%Lj;HvR7;X9lIQ+oRe|P3V9^+cwe5>?`1pO;hqU&vLxVDAH(77E19|CES;!0XPP( z(MUVAt6|CjKMBQq^)CWRIoO+WiOVird=ho>UENT;34nCg)g8*&37;7$dKUNy?e`op zg9}_IMm9_=sT*qgTVj1`IUE*g%Yd0;2*2;>FG?M*owy zBu>fEGTV-bD2r+H*xsV{+CQ)z1sFeB&J%%RKn)k@fDfcWMf#-$ZI=O;kMp3)C^!=> zLPVf$aDM?vg6+2v0S7BIvGQQcPL)1)2^c0|9AdC%jN+Ei~QcwFZtAfUQHoFc=-p=V;2zidAeb z&8qX^jd;t+UyWDEM*o;&=20lQ5sJ{(FyQ>eU_;yd@OfvBnT*N`P@bisEm1~&2nRx( z#eog>SV*%EeHCdg8wel>#)LK+uLy7x6c=t3Ps^G~3PR(YO*`D^gOfkZ${>f!+-qxz zRU{b7N8y-S=^`Hmx9N!<1_o}^sM@4_1T%xL-}*e*ub%{S6+`8=O()BRzW}1~v#O5L zh=TVta7q;scwi+kACT9=34uafP<_mFV|t+8Lz_g%)E>HZ%WN8-$N#Rmho zm??o5NFjrGN1~wxegbf@z@z%~5R)^#M0S0M0Fj66`xqY^dT_=bZ!B?jIr0rKW=36QaPg-Mq4ZG255(Oh|A4+?QytT~X3xAV za|%*N_G3H;JH{dCylWc)mvwEA~FLP!P~F;dbIOX5WvOsf0U zgc~HoVF*5YCupHS96dUY4JH)qr-sOh3@h69UJP(HO{jF_7C)1b#GqnxCY3#u5Zs~i z$QeI0LSLW){YM8{(;|Vxg6EGMw$L88S!gfo(8Wubs(OZecWARTcCp=FWsOi@RUTZ#J@f@uOGYPwhh-X+FPQ*qM=RJ_< z-+BrG{mRQoZhX53V%_qA4?arMc<`9)phu6<_Dfjy8Y2VR7>8DYNc<-PuTbOlxDLG$ z1t+`po9yhagG{v(oI4?zf)1P?u+7;@=OCbmB?g+2z=F?|APKCeMpaWs9DEURUM&O~L{g$iPT*99G#?UV?aXJpj!o);FIfp8snRS)N_1edWlK4$f z^po0QgRd!pj+Gqs(vzT)jfBeHg<%!7FU-L3!C!nIrYRg^hkw6A0GpHjz8Hd+^23f%Y zC>POiD_rE|K+`-Xmp?CS$Q9e3)6ZFjI!(bisiWapzxXgi3l#lN{%Q9GCKs9y&(%Bo zrbo;8f80>~G_JjT3ixbzaT}BNrU@Yjc7QMw?#U{zc+wC@b%gN@uHs;7(L>|4f;@ok z#%A?g6Vm;s62(EWmBYzG>->WEtOUijFe#MPD7#IC z6v5mG7v-Us)L-JiJUAQ1N2QZGT$Qpw&491#W_OWD_ZN@s7LBGlS$M5;~Sw8pkoaesI zIoEaW`xr~jc-}Z}0NR`HXJBcIGCyZq&@wT#v)4{PC!*$|r4t_MC-N@&9$to#b%%MM zE49DChET_d?n(ys7MnLfM=RI2sWIh5^Le5??n zewSaN&5|~s*w_Z2(|QxpL?*rc)1p3?Fh|mQiQ0)S?&s`ZSJ=W$w@9<%*9*@${(17B z1@7tQ{7;;@hqUEzO($o7_BR~6hF(;E0KL&eO~Ub=!F>xi6Pp{#KBB5giUzHhxaDDN zbF>&>|1^TN3E7p8u>SAaAL%-UoB26<6ys`=6P8<~^SSmERtFt1wEpWh>iaSBmMq%P zvlu+)#)l-ZElu>%QgvZS<=wazc1Id^Il}p&V&$$3nIVqzf#^HVvlxv}LPA95wJk#7 z1s4|wEq9K$(Ax?5!)P#ifobRUa=cY1K**WqpC(&BO7=bG6UwMP8r<7yoBIZ1Hzzp6 z+)(yGhP%B8TK3g8VRtSpx}94Rp62Pj`G{~Vi~)j%#D=1Tow9J~hTuQoZ$Rxb;7GC0 z509-}*8CkD7S9m#WZ0s^2ozP>cuj@yDcaL4$0`HIQomRH*vxKeKv&?38Xj zU+uypjZot9&#HP&Rt_;TEByP>P@ZkA*Y8V~Fe*nyl*$gsFnZ8${;)7#I^5OW5_Zhc z`gY<=B6Nnj+SQU)X$o8iaa<#LWf|&SK}Z1m*x#uJ{YNe05A&zD{S}?UN8I0RnTU7gNb8wce5dZaoA?Jt{#0E=Zm5%~1Tq0$0K0+M9~y2Y|I7Q+>|93| zzDwBYo7wnzy4GhCuXP@2M!g&{tKa9WpZh?{IZb$3^X2={toO0YgFdUU%CX#Mze`yNb$qI_iKk8ZV}*4WD3 zn*Nb^@wN8$^@xRGzNhgR3`2wa0Z!e$@yIm5Y$KF2w%Tw!GUjyBiDews#$)&C5icas7Yk0Yd`y!)FH zVzm!adI(-@yz5nTQdK9UeuPg31m9&1F6HY zp$yLq|J`a`oh~$y;Y2X840jh6tPog^Oc}$;^W+)6#Ic4rCE^% zBdHsQ&rWK?Tu#7xv5saa76KdG{-N9j{^aNB`uFs<%ps(+0 z^Q^_(uzL^_iiH@+`chqRVmi6?;?s zmWN&T89!bX!H@}lDx=<_Itl6iS@P1>C68WYbb zv0!d2fdhG1p`G3kJl~K>!%%^n^L0A}0}3%hTX1ERef8~?1J$;y3E*gSo0Fuatr07|Q;7`WtN z-)~k5rmPiddzhJ*qGH5HV4|R@^Qf-kQq;&|-QR7WBs zqoe~UcFE+|fIk8j{^iB*!L^R{0@oj_x$*jwHMaTwn*qe+g4LYCxqV*xg7p~^Jas(^ z@cqvyr9VjLi01@`;9UrwKARW=etO+cSoW-P=%(UNsSj$peQr z2y(j}2h;>pT5U@(tUrHnZ84;NP0MsrtesGK!b!Fo1#=P2W2ra2Q6-ZIlKwiZkvPwY zQ=Z`>eQNDfLt>KJ(=NkJnSwFGyh{cx>h=8d^cYpEpdw|o9t!Uvpq=I9-2Hh>sT*7A zXH94)>q?1&%od5$cGRa{bElMKTL1>z)Yb9_UAt|qkk$XErrQ6!cCN&otvHt@mi_`+ z6VA5Q#y==tlo_j^hX1h7CA05Xl0)ZmHjI8a9DBCF_L?u++q(`ma?_PitX ztdPc94sDn+w)^lRpOBir*h6;nhZKj^{QCEwLmSZ~w2y4O%gW?#bhzFsu@!_x)2}%k z@Nj`8H{(MPiS+Yaf zl~B2~0G=LAy$Ep6sZ|f#|Cw@LVa!G->dN77LJ5<+h8)|i>g&+r6N4G6Q$_q(bhBcx z@&#T;HJ&ndJYj=A4C2vPVIe<%v$kxS!ud7O33Ail%Rghy9O8EGq;`~&-G*a^UTFgw z)|>cPr);P4UlDYi>VImalni&X_A?^Du64|cc{w{e;hsEdbxaa^Ro728NBh2w$|EUz zL!sx=A%H{Nn^6r%hl4CAYDvrM5M+ zq*?J1uvsSKTTPSM^puzP5f|I_cjUfPYx7Mt zwTNZ!XV!%vT1na36?7k@YRvaFqjPy*5NGqFde|Q@ue?*VcwS|YNF;k=e|Ofk*uDAF zeQ(v<+Z&W@wC(AFB(Na?ZkWu5(p3Wm-_eP#6WHA%kJa%VPu}bUIy+5eR)>}WIs{t# zuh&mZa~bJV=f-@y>dXF-S{!KpFwt`N&00oZ564xhy02I5z$N>3*_x3akj?m!h!8#8 zV}+~w0!-ZyfkWdACK|X{)B@E&9*}Km^e9!$6SbVq&3 zt6M5^CL9h@OR+%wurp=23lLSVkTMZEY-#Q&ns0Qu*C0}>OVe^}AYf$>yoGmiL}=Vn z`5=_xIhe5WNP(df=U-asP082$%r*+a@_6|csLgcX1BnkfDy=7Ja(83y zM4@wyf(yv0=sEMq7_eZOH1m`2~^u)Pl zLs2PW6T@g(qPu@bs1Adr39(G89F*+s;CQlU!Ht<+{|=}kFOJ*1M%5c~q2*Y!FZ4g*X1uvuu({_J?ie8B7iZ;-9w zBAR$WA@jzk8Q#gq75!EdS54Qb&5=8-r8|GMt~90P=m=aX@TPlVe&8yIRO+jR#f7M6 z@qm*(Xx>cj*ECGkX7_bP;IRvgKCyD_!)I!Ao~{5r`sP31(81Q|!;81Ly|m13 zUY&B7>YKh8@(FivI`y-;eJBd^h5Dm4z<1pgROFb`P%V`?sJl)uW5>vX`A zL`_V3-*%EK7I9T!W_F26*AAWGcC*XuEvhm9@`-c0^CI|>s(F9OyCt1t8itcFGD`g=IIN-rdmtJ|@R#JL19)2 ziep;+D80SzE}co|3~P@tLr+AnQDOQ`Zu#>Z6GpkOH}WFSNT1#Ih0{c9#Tz9PX7_dv z*$q)sOXvFIq&m;!2iF;Y5d?QZbd-I^UXnmSq8CN#a!cG?Nu>%mv@KJl|F23G69Vyv zvxdCq`TBa^$J*7xaW?%s{=X9)k;N9-G4z$pbS=&YfmX4WG?G6jNpqh)LP#%)=>8wQ zQlHl(@^M9uHu(C6w_evSoiTU{X1Y4dQuqIg{>wr``UZZf4AjoEVrRA%Dee=L!9A9? z$-BGI^JglQf|;U@%|O^a@uw)x9&rXXD2=+;HfeJ?