From 1d48a657aa02b07a3460f469f21cc65923c39755 Mon Sep 17 00:00:00 2001 From: Josh Date: Mon, 20 Jul 2026 13:59:02 +0530 Subject: [PATCH 1/2] add ocr service --- .gitignore | 1 + OCR/README.md | 312 ++++++++++++++++++++++++++ OCR/extraction_input/.DS_Store | Bin 0 -> 6148 bytes OCR/extraction_input/image_table.pdf | Bin 0 -> 407054 bytes OCR/extractor/__init__.py | 24 ++ OCR/extractor/engines/__init__.py | 54 +++++ OCR/extractor/engines/base.py | 41 ++++ OCR/extractor/engines/surya_engine.py | 59 +++++ OCR/extractor/formatter.py | 125 +++++++++++ OCR/extractor/loader.py | 64 ++++++ OCR/extractor/models.py | 48 ++++ OCR/extractor/pipeline.py | 136 +++++++++++ OCR/main.py | 41 ++++ OCR/requirements.txt | 3 + 14 files changed, 908 insertions(+) create mode 100644 OCR/README.md create mode 100644 OCR/extraction_input/.DS_Store create mode 100644 OCR/extraction_input/image_table.pdf create mode 100644 OCR/extractor/__init__.py create mode 100644 OCR/extractor/engines/__init__.py create mode 100644 OCR/extractor/engines/base.py create mode 100644 OCR/extractor/engines/surya_engine.py create mode 100644 OCR/extractor/formatter.py create mode 100644 OCR/extractor/loader.py create mode 100644 OCR/extractor/models.py create mode 100644 OCR/extractor/pipeline.py create mode 100644 OCR/main.py create mode 100644 OCR/requirements.txt diff --git a/.gitignore b/.gitignore index d5d9408..cd52464 100644 --- a/.gitignore +++ b/.gitignore @@ -9,6 +9,7 @@ legal_cases_export.csv court_case_pipeline_v3.ipynb detailed_gap_analysis.md .legalai/ +.DS_store # Database storage qdrant_storage/ \ No newline at end of file diff --git a/OCR/README.md b/OCR/README.md new file mode 100644 index 0000000..8ff4d41 --- /dev/null +++ b/OCR/README.md @@ -0,0 +1,312 @@ +# OCR Text Extraction + +A standalone, reusable PDF text-extraction module with a **pluggable OCR engine architecture**. It converts PDF documents into clean, structured, machine-readable output — designed to be plugged into any downstream pipeline (search indexing, LLM ingestion, analytics, etc.) as an independent building block, either as a CLI tool or as an importable Python package. + +Ships today with [Surya OCR](https://github.com/datalab-to/surya) as the default (and only) built-in engine, but the OCR backend is fully swappable — see [Pluggable OCR engines](#pluggable-ocr-engines) below. + +## Why this exists + +Raw OCR output isn't directly usable — it's messy (per-block HTML fragments, layout labels, confidence scores mixed in), and it's usually tightly coupled to one specific OCR library. This project fixes both problems: + +- **Humans** get a readable, well-formatted HTML report to review documents visually. +- **Machines / other services** get plain text (simple to embed/search/feed to an LLM) **and** structured JSON (field-mapped, for programmatic consumption — databases, APIs, downstream processing). +- **The OCR backend itself is decoupled** behind a small interface, so swapping Surya for Tesseract, a vLLM-hosted vision model, a cloud OCR API, etc. never requires touching the pipeline, formatter, or CLI — only a new engine adapter. + +This makes text extraction a **decoupled, standalone concern**. Any other project can import this package directly (`from extractor import Extractor`) or just read the output files from a known folder, without depending on Surya, vllm/llama.cpp, or any OCR-specific code. + +## Scope (v1) + +- **Input**: PDFs only, for now. (Images like `.png`/`.jpg` are a future extension — the loader will be written so adding them later is trivial, but v1 only wires up PDFs.) +- **Input location**: defaults to `extraction_input/` (can contain PDFs directly, or PDFs nested inside subfolders), but is **not hardcoded** — the CLI accepts an optional path argument to point at a specific PDF or a different folder instead. See [CLI](#cli) below. +- **Output location**: one consolidated folder, `extraction_output/`, containing three subfolders — one per output format. Each processed PDF produces one file of the same base name in each subfolder. +- **OCR engine**: defaults to Surya, selectable via `--engine` (CLI) or the `engine=` constructor argument (package API). Only `surya` ships today, but the architecture supports adding more without changing any existing code. + +## Installation & Setup + +These steps are relative to this module's own folder (wherever it lives inside a larger repository) — they don't assume this is the repo root. + +### Prerequisites +- Python 3.11+ +- macOS/Linux (Surya's inference backend spawns a local `vllm` or `llama.cpp` process) + +### 1. Enter this module's folder +```bash +cd path/to/this/module # e.g. cd services/ocr-extraction +``` + +### 2. Create and activate a virtual environment (scoped to this module) +```bash +python3.11 -m venv surya-env +source surya-env/bin/activate # macOS/Linux +# surya-env\Scripts\activate # Windows +``` + +### 3. Install dependencies +```bash +pip install -r requirements.txt +``` +`requirements.txt` currently contains: +``` +surya-ocr +pypdfium2 +pillow +``` +`surya-ocr` pulls in Surya's inference stack (including its `vllm`/`llama.cpp` backend management) — no separate model download step is required; Surya downloads/spawns its own inference backend automatically on first use. + +### 4. Add your PDFs +Drop PDF files (optionally in nested subfolders) into `extraction_input/` inside this module's folder: +``` +extraction_input/ +├── some_document.pdf +└── nested_folder/ + └── another_document.pdf +``` + +### 5. Run the extraction +```bash +python main.py +``` +This processes every PDF under `extraction_input/` using the default `surya` engine, and writes `.html`, `.txt`, and `.json` outputs to `extraction_output/html/`, `extraction_output/text/`, `extraction_output/json/` respectively. + +**First run note:** Surya spawns its inference backend (vllm/llama.cpp) the first time OCR runs — this can take a bit longer on the very first invocation. Subsequent PDFs processed in the same `python main.py` run reuse the same backend instance (see [Use as a package](#use-as-a-package) for why). + +### 6. Check the output +```bash +cat extraction_output/text/some_document.txt # plain text +open extraction_output/html/some_document.html # human-readable report (macOS) +cat extraction_output/json/some_document.json # structured JSON +``` + +### Processing a single file or custom folder (without touching `extraction_input/`) +```bash +python main.py path/to/specific/file.pdf +python main.py path/to/some/other/folder +``` + +### Using it from another service in the same repo +If another service in this repo wants to call this module directly in-process rather than shelling out to `main.py`, see [Use as a package](#use-as-a-package) below — install this module's `requirements.txt` into that service's environment (or make this module pip-installable/a shared dependency), then `from extractor import Extractor`. + +## Project Structure + + +``` +surya_ocr_test/ +├── extractor/ # Core, importable Python package +│ ├── __init__.py # Public API: exports `Extractor` (the only public entry point) +│ ├── models.py # Engine-agnostic result model: Block, PageResult dataclasses +│ ├── loader.py # PDF -> list of PIL Images (page-by-page rendering) +│ ├── formatter.py # Generic PageResult/Block -> plain text / HTML / JSON +│ ├── pipeline.py # `Extractor` class: orchestrates load -> OCR -> format -> save +│ └── engines/ # Pluggable OCR backends +│ ├── __init__.py # ENGINE_REGISTRY + get_engine() factory +│ ├── base.py # BaseOCREngine ABC — the contract every engine implements +│ └── surya_engine.py # SuryaEngine(BaseOCREngine) - wraps Surya's inference API +├── main.py # CLI entry point: `python main.py [path] [--engine NAME]` +├── extraction_input/ # Default input folder (PDFs, can have nested subfolders) +│ └── ... *.pdf +├── extraction_output/ # Hardcoded output folder (auto-created) +│ ├── html/ +│ │ └── .html +│ ├── text/ +│ │ └── .txt +│ └── json/ +│ └── .json +├── requirements.txt +└── README.md +``` + +## Pluggable OCR engines + +The pipeline never talks to Surya (or any OCR library) directly. It only depends on: + +1. **`extractor/engines/base.py` — `BaseOCREngine`**, an abstract class with a single required method: + ```python + class BaseOCREngine(ABC): + @abstractmethod + def run(self, images: List[PIL.Image]) -> List[PageResult]: + ... + ``` +2. **`extractor/models.py` — `Block` / `PageResult`**, a small engine-agnostic dataclass contract that every engine must translate its native output into: + ```python + @dataclass + class Block: + label: str # "Text", "SectionHeader", "Table", "Picture", ... + html: str # recognized content as HTML + bbox: List[float] # [x0, y0, x1, y1] + confidence: float = 1.0 + reading_order: int = 0 + skipped: bool = False # True for non-OCR'd blocks (e.g. pure images) + + @dataclass + class PageResult: + blocks: List[Block] + ``` + +`formatter.py` and `pipeline.py` are written entirely against this model — they have zero knowledge of Surya's actual object shapes. All Surya-specific translation logic lives in one place: `extractor/engines/surya_engine.py`. + +### Adding a new OCR engine + +1. Create `extractor/engines/your_engine.py`: + ```python + from .base import BaseOCREngine + from ..models import Block, PageResult + + class YourEngine(BaseOCREngine): + def run(self, images): + # call your OCR backend, then map its output into Block/PageResult + return [PageResult(blocks=[...]) for image in images] + ``` +2. Register it in `extractor/engines/__init__.py`: + ```python + ENGINE_REGISTRY = { + "surya": SuryaEngine, + "your_engine": YourEngine, + } + ``` +3. Done. Use it immediately, with **no other file needing changes**: + ```bash + python main.py --engine your_engine + ``` + ```python + Extractor(engine="your_engine") + ``` + +You can also skip the registry entirely and inject an already-constructed engine instance directly (handy for tests/mocks): +```python +Extractor(engine=YourEngine()) +``` + +## How it works (pipeline) + +1. **Discover** — `pipeline.py` recursively walks `extraction_input/` and collects every `.pdf` file (including nested subfolders). +2. **Load** — `loader.py` opens each PDF with `pypdfium2` and renders every page to a `PIL.Image` at a DPI/scale tuned for OCR accuracy. Handles cleanup (`pdf.close()`). +3. **OCR** — the selected engine (`extractor/engines/*.py`) runs all page images for a document through its OCR backend and returns a list of engine-agnostic `PageResult` objects (one per page). +4. **Format** — `formatter.py` converts that generic result into three parallel outputs (see below). +5. **Save** — each PDF's three outputs are written to `extraction_output/html/`, `extraction_output/text/`, `extraction_output/json/` using the PDF's base filename. + +## Output formats + +### 1. HTML (`extraction_output/html/.html`) — for humans +A styled, page-by-page report (clean typography, tables rendered as real ``, no layout-label clutter). Meant for visual review in a browser, not for parsing. + +### 2. Plain text (`extraction_output/text/.txt`) — for machines (simple case) +All block HTML stripped down to plain text, concatenated in reading order, with clear page-break markers. No markup, no metadata — just the text of the document, ready for embedding, search indexing, or feeding into an LLM prompt. This is the "lowest common denominator" format: any consumer can `open(...).read()` and get usable text with zero parsing logic. + +### 3. JSON (`extraction_output/json/.json`) — for machines (structured case) + +This needs a real field-mapping design, since OCR output is block-oriented (layout blocks with generic labels), not domain-specific fields. Here's how it maps into JSON: + +**What every engine gives us, per PDF (via the `Block`/`PageResult` model):** +- A list of pages +- Each page → list of blocks, each block has: + - `label` (canonicalized layout type: `Text`, `SectionHeader`, `PageHeader`, `Table`, `ListGroup`, `Picture`, ...) + - `html` (recognized content, as HTML — tables come back as full `
`, math as ``) + - `bbox` (position on the page) + - `confidence` (0–1, how sure the engine is) + - `reading_order` (0-indexed position in the page) + - `skipped` (true for pure visual blocks like `Picture`, not OCR'd) + +**How this maps into our JSON schema:** + +Rather than inventing arbitrary business fields (which OCR has no way of knowing — it doesn't know what a "case number" or "invoice total" is), the JSON output stays **structurally faithful to what the engine actually detected**, but cleaned up and renamed into a stable, predictable schema. Field mapping: + +| Our JSON field | Source (`Block`/`PageResult` field) | Notes | +|---|---|---| +| `document` | PDF filename | top-level identifier | +| `page_count` | number of pages processed | | +| `pages` | list, one entry per page | | +| `pages[i].page_number` | 1-indexed loop counter | | +| `pages[i].blocks` | `page_result.blocks` | filtered: `skipped` blocks excluded | +| `blocks[j].type` | `block.label` | renamed for clarity (`Text`, `Table`, `SectionHeader`, etc.) | +| `blocks[j].order` | `block.reading_order` | preserves reading order for reconstruction | +| `blocks[j].text` | `block.html`, HTML-stripped | plain text version of this block | +| `blocks[j].html` | `block.html` | raw HTML kept too — useful if a table/structure needs to be preserved (e.g. `
` markup for a table block) | +| `blocks[j].confidence` | `block.confidence` | lets downstream consumers filter/flag low-confidence blocks | +| `blocks[j].bbox` | `block.bbox` | `[x0, y0, x1, y1]` — useful if a consumer needs position (e.g. highlighting in a viewer) | + +This gives downstream consumers **three levels of granularity to choose from**, without us guessing at business-specific fields we can't reliably extract from generic OCR: +- Want just the text? → concatenate `blocks[*].text` in `order`. +- Want to reconstruct tables/structure? → use `blocks[*].html` where `type == "Table"`. +- Want to filter noisy content? → use `confidence` to drop/flag low-confidence blocks. +- Want visual mapping? → use `bbox`. + +**Important limitation to be upfront about:** OCR engines detect *layout* (what kind of block something is — text, header, table) but do **not** understand document semantics (they don't know "this text is the case number" or "this table's second column is the verdict"). So the JSON schema above is a **generic, faithful structuring of OCR output** — not a domain-specific extraction (like "case_number", "judge_name", etc.). If field-level business extraction is needed later (e.g. for legal documents — case number, parties, verdict), that would be a **separate downstream step** (e.g. regex/LLM-based extraction running on top of this JSON's `text`/`blocks`), layered on top of this project rather than baked into the OCR step itself. + +Example JSON shape: +```json +{ + "document": "S4", + "page_count": 4, + "pages": [ + { + "page_number": 1, + "blocks": [ + { + "type": "PageHeader", + "order": 0, + "text": "1 न्यायनिर्णय सं.पौ. ख. क्र. ७२२/२०२०", + "html": "

...

", + "confidence": 0.97, + "bbox": [34.0, 12.0, 560.0, 48.0] + }, + { + "type": "Text", + "order": 1, + "text": "प्राप्त दिनांक : २७.०७.२०२०...", + "html": "

...

", + "confidence": 0.95, + "bbox": [34.0, 60.0, 560.0, 140.0] + } + ] + } + ] +} +``` + +## Use as a package + +`Extractor` is the **single public entry point** of this package — everything (CLI included) goes through it. + +```python +from extractor import Extractor + +# Pick an engine by name (default is "surya") +extractor = Extractor(engine="surya") + +# Process one PDF in-memory (no files written) - great for embedding in another service +result = extractor.process_pdf("extraction_input/some/nested/file.pdf") + +result.text # plain text string +result.json_data # dict, same shape as the JSON file +result.html # HTML report string + +# Or process a whole folder and write html/text/json outputs to disk +results = extractor.run(input_path="extraction_input/", output_dir="extraction_output/") +``` + +You can also inject a custom or mocked engine instance directly, instead of a name: +```python +from extractor import Extractor +from my_custom_engine import MyEngine + +extractor = Extractor(engine=MyEngine()) +``` + +Since the same `Extractor` object reuses one engine instance across every PDF it processes, any backend server the engine spawns (e.g. Surya's vllm/llama.cpp process) only starts once per `Extractor`, not once per document — construct it once and reuse it for batch runs. + +## CLI + +```bash +python main.py # processes everything under extraction_input/ (default) +python main.py path/to/file.pdf # processes a single specific PDF +python main.py path/to/folder # recursively processes all PDFs in a custom folder +python main.py path/to/folder --engine surya # explicitly select an OCR engine (default: surya) +``` +Recursively finds every `.pdf` under the given path (or `extraction_input/` if no path is given), runs OCR, and writes matching `.html`, `.txt`, `.json` files into `extraction_output/html/`, `extraction_output/text/`, `extraction_output/json/` respectively (same base filename as the source PDF, folder structure flattened by filename — if there's a name collision across nested folders, the relative path will be used to disambiguate). + +## Accuracy considerations (multilingual documents) + +Since sample documents are in Hindi/Marathi/mixed scripts: +- Render scale defaults to produce ~150–200 DPI equivalent (capped at ~2048px width) for legible text — this is the single biggest accuracy lever per Surya's own docs. +- Room to add preprocessing (deskew/binarize) for scanned/blurry documents later, without changing the public API. +- `confidence` scores are surfaced in JSON specifically so low-quality OCR on non-Latin scripts can be flagged/reviewed rather than silently trusted. diff --git a/OCR/extraction_input/.DS_Store b/OCR/extraction_input/.DS_Store new file mode 100644 index 0000000000000000000000000000000000000000..2396882a901f882026dd152bb1fa3c851d6a97d2 GIT binary patch literal 6148 zcmeHKO-sW-5Pe&VR(r5VFT#R&wAkFd#ZnI*)gMs%rB>Relos@sf8h=55Gk0l4;R*a8{=YE;3>K23?pebItcqGyljbdDYdSfWcE6{5}Y7a5SX zYjD*vOfkpj^?TteHt8GU;d+t{`jf1$v2e%4=DUivbbu#}F=ONyt@0dPZsi;@cFKB> zd{g9o>7kDa$E6hu*>%lbFl(u`%d_6LYM!#o1)p+6+r=|h983Kvb;g;xNN~;$E^tQM zqD^SMvNOjkM@jkf6&N}BVWsc&vx^(tmOl};d)I|BV+?E&gyOV1=l2>8mj*Oz3>X8O4D5u$KTY y+*=FH$zJQJ_f!#y%LA@cIMA(_v9c8(QB~;oG9acA^MLeF>_BbspXlQ5}cXxMpcXwIH!f6`!#@*fB9U6CccXxNV>^-w*=0r?< z--#3V$GLH*B349MR%Yd!SyfL~Ed+QXSwUecI%-CEqOP2-mae+4ba;9^T0Cogb9hcp z8c8FdiM=Tv!+VW9jj)-ey^$S_u%({8k)V-*wV@F=H$2GR&PdM+-Z^DNLo9r&38n3> ze4NemF_Mz{lP;#IHJ@E_j+YbW_H`A2kG*4f=jCO(SLl;b^V)U<-FRGsvb$1ADDIVc zfR0WZ0yNJ=QwJ6U!rI&I<<*(Lheh?5wzsXF>sNiPAE8~A8xFXuZ|u+Z)ezFoZ%=bR zl_GAmrwNGAVc8s*;WPxyep|3GsNt^}2nU#m#+!W)un!lZxH9+s3O45pngs{qWA$4J zIfbvon z#VxOw7y8=y8!Av+GVLC8U8XuK=XCR|8!YY57WWM0nvM=XD47-5K{Prl|q23&1t;J0h73mvE&b~6m$pSV{&iSB98J6;`$_S17-X|s+d%5&tqB!kk zF=@wA)1`!M$nXt=!{2vWG!_T?XCN|`Lg-3pV|0q%PD)?ie*x&(Y4r}UbHaTu-PB9) zwwi^7;^d6g_1&m%Gym>u>ej1@XaxF!qLK^=ny|BJF)VIA0Q?S+_sbyxv``XH-6(pI z(g@OFRJRbZ(c5j}T?@*pEzjsBPg*?sBBI(vemsKoEVKNer5nIrWL|kiG~A!Y1T$X0 zD~8mB3Pq%f9#QpqBU4-y9_Pc6VINu!A+KaE3R7YQzGAKn$+7N?O>MaH`93MTDV*p! zxIS0rP>}b>j4vo87!xu*Y-x1UzsoJQReK^oT%k>OW4m#<3R<&9apYw0c4OorcdU5g zqTt|B@d1Ga%Dk@d-V0&hEQ9cS$8BlUK>L75CPbSCe4(Kgqla-juJVUJ_8*PVGY#zM#N6uJU!5zN6VNElShiinC)P95>Q zDYRKp%(yCUxsqJ(gZAZ;wc8LI9F0uc-iai5_mq{8O1_%bY-CU>hemsGP_X^Y^P?V!gaR_krXBUS6j<)?dJ z=BuaS0Y@{QOy$gu#Vmcmm2W@uR7NF9Xd&v_rnycZwM9bgqjce|Yd$sENTXPa*ippe zP=`>ifQsA9gxr$3BEwu+&`g3wj)>(K@knZfI@m`l2z5QB$mE zXHO)P;#I-Q94f8BXUZ0q=jXH0^WTHojy;xpU<$YvdRB}?Naiuj?;_~Xz6FfC7DQ-~ zT~P_;9!i+OBs0ayH?M=GpIhd=SOH{`PJlktzly}}Gx1i>8VGun^J{U z77i9WxBIMmX->7lccIQ4T) zjCh|x3A@H!C40!d+CKSbCU02Ja?|}$lET(ETEH-F-_1-F5Xgpy5K3 zkiRdgr4r=k_~mz-JklDE{!}rZ(d0D;p1~#K=+4CaVq`V7dmEC4M5Pp$6%(*%tzc6r zgX5M}itzx;I8G}bp4ob$f^S$)fp4Uo%%1G4*)d0~@@OI~2f3>aV{{GEYI#mz7a0k# zhzQemxlyVy;A|>EjcLO|a@3G{v7uBq0meNm-QfG`S<$MbAUge+OM+wcmgtp^X8hrL zByhK}^wqWB(zx-xQ-1Ib%3Ngk)@{GfZckEWf7v8cwR}zU>F9o~76Qo}EJQ7*HAsP? zzju5?_aXU7@U3KL`L`TW54W>T_Rv&U}ibuDZ@+1lD};mP$>AM z8NOEpB2q7UPYHFr<6JY z3F1$7rbr=TkVxhc(c37i=7p*DK~b@T`aG*zoxi>6(hWPf#?{nmtw9Eo7X60s81Q!LjL)eDs`0yseF6Qf6 z!OO&nS7?x$6%90>Ic_$KVIE5ETQ{KyP|AD1RqbhF)*WIdTGdj8gw=(iS%}h`pj*s2 zi$AZTnGENZx$GUqCt8Lm6O*lqH$GM@w|(5TNbPNkY&>t{!QrRd4)188z+>s^)xqbX zXsPaX*>M;xl8D8XiC26j6ni!m__EkE{Nu?e)1JkF2dBvH%FRinP@eBo!j*+Vv^v0w z!6#t4+9ZUy!U)TXdOBzhW4DnfKDr240d2?&En?D^62`Y5OQpayw&n@2WEM?EU@j$t&-cE`-{0+gb zG`aLlX?kHV!qJ=lycCeF%S2exBKs@XK7H^aATO}3HT7I-Ty`#2bv#|p@HOk}06MU0 zs5SXh+4Hjk01(P?Iy5Ma{Z@WObD8X4(v+_mt|p@G6mmx7zYI|Fk*I}xg~nLT@a-DH zQ}@xB95n8aJ*vD<`7Bk`Y&kNV6sNkx%lIoyFfz%g<36vf zIYmk8gMK9wTB2dNs#Ek+jCnlS?0$b{S>^$9{*O|GQCopoqC&}zUPRP@5hJr!_|hX@ z;+4Wu)1M(ovV0Wi9$Fmd+jD=BSM`cYWS}(n8Z! z-$7DTJ<7{7alSEQ5GD7T&Hw!v+X3n)M03LBP~VV@$NhQN4o??`=2<(!j!6}~5zz4O zz~Mdj2iAc917iGpB zhVK}Km5v3EM%2j6#MB;-iIoYDhTqH{Bx__RU~Oe%4KxDU;IB)ZB8vslpXES2}KunAr01NnMdOHT7 z2s#*8xB$Qaknh!o0KnS@gqNwky$w4J4G=`F_dX*dY6EL48fQHl8airP8UQDc^SdM# zM)r96MkZ!JF8s6Rc6>ZDLoR$3CMjAe8v!FzGf`JNBL!D!MFUq012#i^9&S8NXLe^R z8!IDwJv?VCOCX5dnG65V!P(#Qe^k@pncs#3Ce0@ij$cudsHR0g!n zEO;zz)O1WNEQ~Cac=WV%Of<9%Gz_#<^bG8bwCs%Zcz;j$@7(MRjoIY|h5yd$y~Kt8 z_enW9IZ-58cJCkA z$e7?S;&wN^=>|5f?W9TE!2i)hV0CS2F%9vEc8?? z`bimVxR^N`$v2IqyX%5RvUSXQ3HnOrx z05roK*Wqozs1&Qr5|H085v3TzB;-Jxkca{RgMa{ogo1=chJ%BGfrR)&RFron-|6^1 z$?4gm!g%4+qeW&`^2^(OhV7Wp_l~NXBw$bgMOQ1LGi7xWGTJLSFk_qx82DsQ#js#* zbP3i>Uu+us5(yFKY#YUP3zNJp0zUpRED8h)fCo^%>N;8=*h!2+8{{jAuZIeo@Snne zbnqWL_>V9AXFd4On)si6;r|!gp@v`IE5@+xc4^3 zLz8`x1dh0uvDCGR2_W(RhI2BKMnV9) zx@2Zt7k{L|8pnd`X=LT3Xf528Z*oNtw~KL3&s1)GPWq$eGwikua$Wk@1?AGovO^6L zskN~6rlp_eY?~`g=-VT_eITsC&Jf3NirYN67@=jfA=QI8Zw0qd&&*}E5w2p}B)>~_ zL87{0KIz9<$2(A;R(D+vSHSAPmmk3OovHSoWmW&d%>^o*{r)cHw4!q^k+RrK^~xx} z(Er_g)qEJSsb3>Q|B6HoxWYN?P){b~iK84DqIxbgRP>N=cU^%J0db-eP%PUqrqC}MP!FMgu zaWMHfGiFOrVYPxAt z3TxUX{eA~4rMB|2c|Ct@0*~6(LIxK0R28A=JyuJ+E(ddlF>Nj>s?FTiL%3=6l5v0i z^hi%TEqetv3_fH)&t0%(ZNo8a-%P0YWPHtP4QZXr4txKqZaXvgr5@r?f&!c+)ydGu zcL7Vmgr0X_=!A;N$&$WCq8e>f{zr3w?WS=RRU4&I61ycneqiA3bzUYgrxlxQ;h>v&tBhb*XuW1*xGQ{erj6B5jL}&1+$nk+y7>a zAetV=BuqRr#1RF6iq1ZVh`X#P4vD*C2jq^vQ^HEG-vL$)0AnfBFfbeT{?fOCeF9d0p(tclc-zr>5t>E5TOOv3)}s> zS9Y`k4?0Sp)XG#0XOJ<3$Deb;8U}I8vV5NGj?FndG)pcLU=u>$0IbVsfYhC{G65dF z`xtD*A<7k>)r+oK%U=fRwddkkrzA~gOHxsY)>>10>6Wum!8q+c(MH_;E`Y4i;mR2I z|E2 zB|!_R6}4khx==cyje$2!s~cHaw?S&^gZ`RREnp3BCTczDF7YeFL)QEzBX%$B&QZT#(v$UG!tCvJhgr$&M(3)HxcK!98|k9r3-^B za3K|jefe2hTCu(dS3BZob=(a0IK1Fq?6YVI&|Nm#4wW3{I>?=Fd- zipA|rwbl?$XojZ^6}40B&7$jmbzJjORkFmp#B*r(Mm?z?cY!SG7e{95nN(lB>n+v9 z_lU|wO1e8_2^@(Bn`ZPi#71W(goOsip_X#&U&8Wv)DW#74E-KEv~Mi$5F*OA(K--!8D^UY0SCp?68=E>SyI5ny_ z0Hs48BAbiqrgUS_T+Aqm=}7U1A{T;+@GJ-8m4#&=2l*sn7-ub@{1aj+FkZWzj&V_} zMUhc_WRW(2oPUK#^BUD4d$JKnCue8I1w&J+sJv8*DM!1S5qUA7K53P833Yyax2B>^ z#9Qk-XE&2wN($z1h;7|+<(9q&W!R2I>UZ2oTl|``F&3LrRxsSJOIx|oA}0$=99Sn- zR49#<%1dtmoYTieEeq|e+9Ng%h`ET$=@8o`Cb_}uTg1pP58NB#s)^$4lV)I~Z|f{# z$TagpiKJtBlt4;#XrxvjgA0k_h$$jHeO~GY)QFoz!nyezy3f%3fSLV)fW~1|LlX;& z#RsthKxi`bpgTNzULvh(OefiwY!UyOi=cL@>YUGKYytyRR3%K!O5FoAL{NSE61`oE z%EV^a`NKUuBihAuy{g>%Y<7l&_(Y0u+B%|k+C=l}e6Gq z)9C5`+8r%U3W5Wt-mW|ndArU|T5bh#yU-&xtAHH-GtxJJN;O9j1;Op90n3B*iN7z+Q8inn zK&eHszt6_cRN}xHmW1D>$EDHMvHTYUscRZiOHKiPZ90?Yy@;_=(e?xADYHex3ACyM zUO3eE8TgdI@V3T&fz(-+wAL7}G3O%pWMb*gH(zb9Xvnylo)DznS-vFi~qa~Ziz_5mSN2MnltK_IB zsM)T#nx)%M$e9FcMP-NOnodeH6_>VUh6I~hRFuso^b%m2x1LXpp=5bi&KQl2lF8+k zTXn&!u-*K`RjiE#cb<0v!|MW?xBlRmoU37Z65man$F^@b$+W(^t&9vyq_#lt3OG+W zIDz%e+2+TW*S!3661Pfn(>m!v@WPLN@yb4?nK3jSh|0YzI8GHXA;WMlVeaNIfc;K9 z+%`1rvy+~+0|p))EpJA8dG~QdKbM)k2zrtt4*rV81H{1$mtniwXJwt!IcNRcw}WHe zWoEzng!Kjx3kaB@eVRjfaThUNKH3W&vC>h|T;&M^R?NCu#6ku|Y*_lQmoIs6I!cHY zh#wahyyV4V5xX`QjAxCgtN$JvZnM1`pC6mkx$PQ78_XuvO6Y8G~Ai08=;KQqKlA`-b>7BoB>Qs=Tnh`aTGbhd)EF; z-eO3ey2C~zXrr(;xxhNT&t=eWC{qkX5f+Bku7&MV@KqBGTlhj~JOC{EM^Cx80O~gp z6kbsnYZ5xJB^DI9#veLNP9Z0`m3lYZ!i_1D>^@-;WsI*W6LpL#Rz`Cbbn;=Ts@giy zTGd3UCvLTwCiHbC;)F_Qk*ab?i^*AF%M%Hr7YTRUL=8r#8h966Jwv2w6e$4HU|%mt z%k1x_99R^sJ+?+=E4Hj&l?hfEUw`SXPINc5JuHny|Gdh3_+zd6-xrk)IXF-(cI>O0 zE3n6!p6NZXiZg*yE1n}r8IqQkXjeor`-c5>gh`X#rpo^sJjNA94%ZX>`%G(VO`p1$ zhX=v;>L9-{w|)!tiIylwK%<_&Mv%rw1nSscPlUbahHHdevFgB=4_g7nF7t;Nq%O-7 zv=4zSYv1j*Oi+n`w+huvlHqhyKd#!qUqfNtkturqkRwkIY~&SJU#K$qA$XNxe?Nlg z#H!5Eyn9^_DlJW6!HE`MSq>!^kf21$`C=QtzxGwD9q#6qJ#gvklMe8B<-jd91G@cJ^FYL8gvGBH7v7)%*gk(@m?uQTPLA~q8YN6eH zIIX`7Mhu_;2P8qZtD0hrB8`N~;C6)oBjYE$9VJXm?^uT zhh#TRx(xZ4qpM>gOm`#rEEb))!oZF>zk+EMb2M54)f|vEFn{<0@orFL-Ajw@Si-+L z_#b61xma{EYGQdo2ddWJVWzXgEYXBW6MjVtH_8IQi(q4fLlCwbI`}ntFnscwvL=rr z!7FqAi7ID!UO!$R4ytqC7?GuTdOOJy9G7(pvec4=#?tW9 ze*dlq#gEHzDcC)q~ zgk>cK^DzBRg&XKz=~TLQM{x8UMwcC;T68wElORP0`I5dwAB+>;a1Vq~SHf@cr;a4V z5CjOPA9R|ggtshrZb}4l(x@-$DnZF<%42wzGM_kShMkf}Z|6p@Oxjiw|ljR+8fxI*f6BkH()s2bYsrc=g-o2mUls%n$)6MgayB8fY zr^^h%A>Uz`1q17+$N)}F77K{6BB_S09D&=3pw2%YI!b+mPpUN~j`$31mwBJ%EVLlA z>}36Pk({Cn*r}Yj-C^*r_glk1eoVx#N&;KWG95w~akZI4i?~bSuDrJ+E8hT&22=zb z^wrE`TFhQ$f*H+sN5sMTLdizbkhJkNwqKrC!jii*_v{2iC`?0E#1*G>EzEhT-2yH6 z@Gy|cG0aCNHIDMs1@1+X91sc9GQhZnsx;f)V^w8HiE0QZg@#yi9?0TMVY3B|;wvRN znoV+w3B(qZx^NjKo0RBTl1~#*epeYK2aZc|yn zUzv4b8Z@7Z;-&(`Y|8%3j5D~PfZZ#qpwxfwI{3|S)A1++e;9@T6@sRU1 zEA+z5borZ!;e`MbbKT)di`aFh=R*maTZioeUYfH_B>P}b#{vnw1nFHWU9YpdLj7Es zSEMXHF$$fpqycQ;pXmk#<(nMJ*P41u>=^5xlkLMae|k~~lCm-2i zbC*wlB4L|dqfMzOp)s>7Qzz-xvD7p*a!5(1P?jf=T2t@Aq77My|1>5Af>=;IN+e_l z>HJ3JMT?bTWwV=M=rl-^1!Y3EIgX{;;8X(ycIAK3(G?;i_Xeo30<*?lA79Lh_L%vx zHN7~hVtfDCe2mpvH&>2tG{cydlVC;JX`p{0VTBZ`1$~5043qoKP7!P#r7Ui1_Piq*c`IoNQDwYG1=I?CM6jH)fmL zLz-i+%};Cdx-)srt;}RLo5fg>qEkw_m2FA(O9n6o=>=Cpu+sWA3@hz#OA<5>ip6lK zMhyj)rL0_lu&4qQ`AHI!b0850L8Bbj3eFRF1*(PE5*ibt>(K9UJ_rOFMc(o`frihXnyzQh)<478FMReQC;*Dg^c2baQQM!{7JJV-4cmqX~w_w>w_-Y z$Mxc2(&;P`NKIHr1c;D_5#!{ah!!~J$9j$vV3Ad|t$3|x2K{T|!ib0UuCXIo$G;3U zhDejWoXBuxv5@Ktcj_Fpjzo@!Ml%;8ER@d{4~NJUYWYjDEPkZaNJQ7`?5yA!)cxq` zM?<&VAozkoHH}}G(9I_3xP~56IkKfYWS~u0*$`T8P_I;mzR2Rug6!xG%fVlMYL#2l z;9j#CRWbfTH!VCdUAb$B0sgn^X3F;b`*x_Ux7pe3*GPD`K zPkD!`=fhgrXfpxksm8)E>UP8npzxob0t9-oF9R zI5}S%DxQxNwoff?oZP4$&0ds$3VS44e}4nGxtu+=@$?`e@sv^Wuung5B)w>@4*g8> z_%D)#|3i@f56V$$vcl=Hk^-vgQ>d>iZ#;BUY{B|$I{31Svi!05@G1V1&T3bK!I_^j z$MuqqI)Xd{Cr_@)5A0BGfEt^}Z(4b@xnsG@!MyL1ZK8oK^Eb@rDAtMJQyG5a&6Q1+ z&S58h;rJO?z?I*z0aw&b|GGo{BSb1h`wIU+%V~W{P$(Duld`aRy6l>&;$tSfXR)hY z_q7QLly5Wz_J+42Ul-&JF-m9FmhyDJN#t@cfbzY>;Dq?CSMv^U_ zJsECX>y2cwfo%>5QJ~&PdiKGbl$%Zk{7R~${>REjZX9(qq)X{azE--)A@T4e*^col zttHh-jk3X0R&S%S5Pv;T4xp`8jJvTfIb9CpP;9SV5v2K)GK=jhLD-(FV7j>9KqqFvg%zg3y6&~UbWYe`5D2kR=Wo$dtS zjAR7jwj*vZ&Vvcu2)f#jgi4_zICuk(k_JA`+An zKV%x4;5jSF`BrvMSDc;~e9YB$0B+;?50mqOW@&Yrkx}>l=|69$dCiw zUfPI8;;ZY++pBBbv|CqP9e>P@h%7&+Yp=F)uLYW5w^*KcG+&ln3fQ^#D{S}vK^%S> z>%)oQoVda%zrev0`J-wMPWG07)Uft8wUnb`suZZ&CyiWA!(yGBFEhWT%H}vjJVE(b zCc@nrK4=GSj@*~=Y&zJ5y-Bl?naD%SXj$(yD5{?9RKkeEl&F0j|j3gw6~N}n@zyx_p*!r~55sV}?rv_r&YJye-_EIP>I}vjGOIM_b{Xi)Hf(vb(|UIqO{3Qa9!ln8j^S#g27l6-9>Fn4mV|j8T@?j zJip|IWc#Ww!C=nW*EHV%iMu1CJ`>I|R|;IEX4>@mc439H&ws^jnK^G7)w=@lvrx zg%FuNw>^=}m)^myjs)IsBY8#$+>$&{_vmane&36uS1n-t%46Q#oCEv5R7 z;S{*{ehvJDW__U)Qmvzy3yQnCE^&D-vSVT<&4?=9ysnZL=7k5}yfS4079qCg(#k_2C?m@_7%})_auA$6i9W2i)r1hfOF-cbwTiN_@yO0L=+wwI zqi`oQ_R2u_uEca6uvXh!MwnbTJBv->xTN7ZpG3Aa>ngS?KL6u4b?4vCRDVSfF}S}K z%Hodgz^;@1|mz%?M%8OKj{VIeXD?=`N5vbqxkZ3dCfX`CZq0rlg%@; zp*c-pjvv3g5{EOmd=?3D2*7nrg}W3!AuA9c9Q@bd{|c&ylDfp!n47EOTCu1yqZLuz zjH02i1sD(JmhmkdzlgyI0uGMr$pc7(+@9dMI-q8M;va+}S&zgeCq37d)Q5#7zQDxQ z7|3+FSU64Q>kk>&%r&wo6JK^{l{2L&tF} znoizT(>5`yqa2Of;HPk<4Ctdp3QO`R_Z4=Ble2gl?Nm?=ZDKsIrite;{f^=)HI-mN z8@?rA>k%AE$K_yJuwy!-Y$TVM7%4y&V#G7hVXV?~w0WYcndi{(DfVGi<*nEHy$3dEHd&~d(>je3FgtGhe-S>#+W-&mvt3JFlYZJitC+Sap=ZW zxps4(YJhY)ZmSh;D#OusT+wSuzem@|-G{5$_p46Kv8r!UZsP3}tj*5pAw}{JL>VWy ziS^)RhD8BJMsFdh!$^_*O|c3Y-kQ-iJtWVmFXi`+ZbA?0&60 zj1F3ZEVU3310?`(a)SM7r+=pX{KAMBIxOOc(sxGQ(xLUST7iy^&$|dw+ zE#|d2Y(L^g3zd^eg{e(V8}lGTC|C1U#s&`*Gb1PHL0g0q++`OmD}QEV-KSef1nZK`u} zQ)az``C4)l?xs_Gc`mE|8s=wJZtvS8SK9V_Qn_CdRgKR(+%ADwPmx`Po7gx#q_azR zpeNamg{sbdDx88U3#55qNW+13g{|3N%(u#x*No;Pqt3i}aEEB^tgGj&yLyKtsF2kx z6P;`BK^U=(8rtVvd+AtNN&Xb}q#N6)5wTFqc4!rP95c0(!tQWS5Sa19F!W^C?EU1M7lxzf zcnn-KaKTw(sr)^aV~Z;%x1#_xCPkvmf{f-;`dQgR>*5Z?52WT9E+BjEd?wv{mJIDo zM>~eQd$o`|YjvQ}iX`EcYU%dzzWyGwUn-IbVi8dGHxwb}e;t{N4hvrd&!1_!Z;2(Gw6M?lcnB7Z_he8;-oVm$t^^e0r?NM~CM zFbi|64=LuCv%vuANp|R&E?Zlu5@ELhXnrzz*AbXHWls-nmEf^GGnl7^)3ZC1==O7! z?l-_;ArFW3>x02hS-o~ulltrE$IBLF4-QeD)iEcJW=;?9Hj?*PgxJH9$KAlC55i*? zS9?zSTIxqmxK?)hlbK zW8c=xgWdo$@;@EdUM_!Rbp5OtvpyiX*>Ns;b&T+6O*?%9I6A)ppnk}_7DZpxy#dam zcc8Iv{M|gnc*-eyOs;BtUXJgao~rxqDKH-gK(G5Zi`cmb`hL2 zKf=(>@J?J7;c(2W$25DK;*vIDK!Tf#xJgXeD?`5^Wij|OkZ`B;xP4NlR6_(L zx*jgBw&#n6L~P2^-i#S6AVTcMCRzq}Q2dma=q{;?q}jJaKfg>AeaU9FRbTnbWz5Y- zL>7md6N`M)5g@)-Uzc_&hfw`thZCmB8EjJecMgf%`6@fhjtO(tfdn^_m3@)rXPyly zX^2(%p>|2poFqTo)ouA>AT$^lefQTHDW@y%rl!5#eg6cjTOa$2yFR3ANhXxA0Pga< z-OA1)hmgsNF0m>?G3r;o{jjOCW@Z-WEAJ|rFdiI{mDBIHzyV)O1UN0tLf*LuUj4C3 zE#U$(Uqf@L4hXuu3N7wFp!^B?umUp>PghBiDeCri^U!H|Mf3rMu$p7dayNXvD1K~g zAu$dBM39`vR`d{c`{nm0HjZ+#+R9=T2lCpWQ0YV2Q#h0PrkBl0WJhe@ZaaUp@57Vb zD~ZvjvQWqtq{~G?aZntVYsf8>?dNX*q|o-3=+=g2B+HGO?O-_(X6Dq>_eWDFJ;M&9 zWSYV>OxCeUrt6T*_@pvz&}|N^Rxl<)6gA^N`ck#g-vHQYpB74(0?X5vQtZA^HS*u0 zo_Uag_jm~yD`LOAZu#ygrH|nU8?u)fW_`)g8NzK%hpdes;4(qOpx)^*B!jG7oLl%@jrF+31J7o;`$7 ziYDqnmB(z!FOvj|t)1p8-TSCf=9KDE(cHgYMb3t7+1FHy>Z=?yz7VGfL{W1rj7#DY{=m`eXI8 zDM7V8M>a8ozl!@lVrx)2n%$yE;X_UF<8%sIeJ##E!t`2J9*#ji{66k5#A`;z)K*wO zbpp!v=e-lX^_0NujmMBZUK0+hhoTwKVZkwc>I=RER`HZ{PDrw-$Gfx;GKY2MXhYqklyE>hp3i2gy_><3xZwuJ@@MMI_* zuq%Rcshp;o>6bVhvq5t*v!s%PZh4&~s!-Xy*eBQ`-hBxG#$5LMDtfwk?$j%CFej3G zBj`5|gFJ8SIAtll+i*s!GK7J|U|@q4Aj5(;9buI`l>_chIzAX z8O;T zi2FLkT=FLo6+81^C1}}kLFBhY-Pgt$jVd~jZrO?75`a5`vEWVtyvQFtm(5!xOc)lp zQ~SB08$9ogtK$jJ%xADjA^hbe%^Rs@CeNBA{myO;$pH%{I=JSa*b0*FA8Ik!N9Vl6Z*S# zH*!UdZ3SGbtpm*MvHllA2!VmOZ?heT-!)-=oOQ@2>U~*<&HPAC%I&_W}tp(h7~B~ z#1oajQ7xZ@o+(UT)}S?-{WL?PxXb5P8QwdENq9&5bl$1_>cfRcF4-?#GT!(5RkU1E*o0n`eE0Spf_e5aOj)R=IjtG&YRMnA$-zZtMU;WCL^Q2Q!O8ljxWw ziU1Af?$F&Pm9eeO)tWk4D+#i1lmmva_KLT$c&W|4=n9kJhzxOTTrAM^uzB^ZeHtB* z6@%jon2?mGYrLYAu`zC65#K|wyAk9cZ({1|$5MOB{Y_d&Y?yE(cg>E><~{mhuLmAG z{tPiG=v?0`wzK`nGE3y+#SjmXS^hlZ76^mSeOgmFjjXwjhX-f zad|e=!q6Ou^<~$a=e9H=TraIN`he6o(ZA))5NLDD=JBhEcrSf$T501k;bh12;!3eB z@;6G)S>)p@=7{GCVl!-TSa(gMqQn!SMyroG^tXyb)Em3khX!@*PL^C0LNFlIs8EpHNnDIhziHH<#7SYYBNu)1L}t?ZPF{ zlDK~JY|;(IXG6x~Aqg#e{t(wEEEFk|YdY)0;mTvXxaZdNH&w({ao=RPu|tydX^or< z1kEevf5|;9E2KKn^T}RI|9pLb-M5mdlmA1b;olj6)%KQKTly#bYD zh<<9fziyBqE{80|y#bDvdp*K4{n#aY^kGeVOp{#&+y#?!ehbFeHk_%|#3EI^vHL{f zNP|9btiMHu6SlrYLvf_wMBH7z#cl9FCujrq1IIWv= z$W0&UZ{ZMS?~yLmF<5p$#DlF44-M5{hUZ5E0CK@&*sni6R983kuk;xiVehmgZj=}Z zY3{L(16ZR}C{p_8wJ-lVBx$|@IDfmi)PZJq_ms@zqi&>06pUW_S&hI<53H)0z7_`i zogU8>DoHaDeON>KRG!Tb%c|MVtV`j3eIDQGriEZkpU6AlAUS-M+FHSQ7RE4j-xn@1 zVV(T{koHzladz#NcHs_z;Dx(e@B)In74E^IaCZn2+}+*XU4py2yKB%ufV|E7?SGFx z`MZ0J?mDhf&rz*)-*e7uK4mZk`l;MAJ0|iQL0V}!aKIwlMg+!VJ zhh@bn%TwF?7C=Z6dIXhZm6uDvKJM>Sbr?pJm2Pv9scQ1j%1qyDmBvy30YrA#9|;Ba zG(~r<#C=(&SW}%r(-Xe%@wp@=aCO-_DL*QtHFfd~y=eW8$TQku5C-KhYY2ngOJ*Df z@b?cDfr9!tP-b|4+aho2EeZ_$s`F5oiVjk$9g0L#Xo&KyFAb)8)#j|w`3B;Q2LBYR zK=LzLi}S=!u;8s?0^8L03f?_FnDh&p+|5XexPsanT6R2gi@N=ty8eQ*YH8is9e~MF zWw$$xcPxk4t*JBik~`9#80dgtTu+Ot|CrGdPk$ElH{7lV3eU%}RT|y(!>t2~myE&Z z@VwO`r+teTpF}d&e^`V|L8DCkvani?< zlUmoas2BS)GX;z9TSsWYutR?R@ALi$X&sfyTUOO#?q#fu+neKh@P8%I;_F=51FDHR zD>|93Od6Wastke%5$t6IO|Jya)Emzu4}Z>RJ--Zk@L}T4GEwo=^qB`Gl!YIe4U1;h z=<-W^-6WM5YRS=)cKnRYA)SQ`Afs8U%@oQy4E)$or+4@cb;YHBR~IG3c_Fb!XX!|p ze$g?oiRde}FS)U;{>xK`U8bikX`O5KFb6Ho(*S3va+wHJJnTjB-E5KJx`4fAl-N1(Q|3wazSVlCl(5dgq9? z&%IU)^;4iMehjT$4>v3fDL=IPRGIq&IVszBK{`5qJLUs!^qypgP22V5WfwU0JR7w5 zPjDH0(8SVbu;XY&x_DjL6_}>r`x%|ns_Ed#&d;f~I#$NXdB2@GI*A4r`ldiyZp2A6 zn{}hQrq#hy^_7aZL#1JqrCZzFbYAyjdpe-Rs4Ac0{Yek_ z!_qzJ7X7hAQkEp3eV1Tmlh$OBD(6!T*1M4|XgVk~$m-=(?&ZishM&@`b0QVh8g zb{oDY7R@_NUGUHoaH%L4^IOm*^+H1vbb`l-=2|TERtBE}SD+EeA_5UtKQu!iqIzV; zF>n2DXpks+KjJpxnE|eE?f+Yv826V$uJZY-P0IeZ_qC90Ux7z?4Z)S}6d}%^c#aLl zK0fCf>n)>-`E+sAeQ1g!pC(SGra%dfE8|ZtbPsxC_;uA5DP!wW7D0V{^(P#u@Q6na z$2Lqh_9>8dcfPs75hu<|R_2=Vs$q)dZ87Gn>kW`wC|{S}zUA=K=bwLvua5a!{`4`}O zvIg|z-RXZW>i?oYBn-dfbdX@gZor7%*tTtD3Qlzq$!hVwYi8IaOq`SOsq7zJz8+-Y zp0woxVC$2`DsGJ4P>*mIj9;GfDuWg5d>?E%RH+BGPD?`gd3$zvwHfY#|;}K z{q#EHPeK<-FICVSBF^R93oT4d35=DwC(fFkwt|SgmBsE7QW@LZTxyz?|>TzH2l$>p{ok_2q}q>(uV0XOIM9PVP2T)o-t~<(9LTC z7?4~;-*jXJ^0OIaYSDb9*5Wy<27YBP<2s_>I9;w$aac{bW6Gk7?@l;!tdeiv+zJVe zks2~_#$MqG{?UBAj5Unt8H}PU(7;to7BsrjgsDz87^1y4mFg^3Vvj3?mXS~qi*WE!15GYtIv$H4jcgD$P91*C`0u!Lh?fV-RFE^H#6Ac=I>cxk+&(> z-!hKb9-s^Q3Tl!uN$UXN=ni588RnupGS>i41-vs(9KC5b*?BYpUB}Hol9%s3P zm2S`bfolOST#ycgzj<4|p~6*bt`UfXVdLc@ZNRQ4EdKu96Jw$a>{1-{%7nn;Tk{r| zT>qMKcwYBVuY2*-;{~g=qJJMdjk>N%&=;Jl`K!DRdUma~`WGkk{LhlrNIHL`%#_OR z-n=HcTj6TJCm1AQg4b64P4`IHg|~-{{J7#XVm!@~}GdpYp4J0L+qm)rc`Lf7e^=IL%V^z>IfIexU(2t&QbX2hJiILX+g8h6VM$2CKVBgXblcEz2L zPap#~PEU`VeAOn6Age?{nPDrIh8Kutc*=^cQnPSoqMficNu68ldnCRILnP&=q1Q?x zbtjmWrX#v1_$=$61gu2=9-danPD>`PW5c@j;%VyV6i+whdRu=9DSHjrag(R;h#;4Nb_>PiE0Vzk`bFM9 z*adt#dv%_+Vm_O8xZ84>E7#U=mi&6|T!oQYVp3SR29Uj$s3}ko1#oQj>qMSCqpN_W zBlOE5^rAvG-)F%Z4^Q=E_0CG&0!BQi?FIH45gv7ZB>y3mPG!3aNks!&c2I$Tq=tpa zDN`l=-~0tFdvs=9cysC6$EIjl-PY;WCRjBg=f7TxOkwjvtXLcY??A?Kr06>uj?cMh0G|v+=6RN1b4mu0h3$35L8@ z69PQ^zP7Nia9Nd929JX7af23ootK-FIQZtg_8ISJ0Kk?i+aE5|IUR_SC2WX8bqRnI zQDPS|wAs990WIi29=dfSaF86oNS5Fnn6(OQTF2g6C%4yLS@YCzX@7MhBv(F9Eo_x| z$(Nz=UfU!6(XvjnX#NGww4+4B7PMhE&pkXabm9^Ve8+uhW~t&r&vTPFo?nbNUT8fZ z-S;bUAW?1c7hy3#X7~vyD`23hkR_&8;Zu`Qn>41&_`!xBLE{vLA4={I3yV;O?)Qm^ zPrnK04-$N#5lY!VfEWYW(g{E8+j~!5FU@6L9LyigZ~F~aHTu!=V4dhAP5Kgmc_FPy zu>LuH7GQ_rjM6K>f8f|6jNjo*!R-4FwBj!3REdUMuf&;{Y)+FP86uHOO>>URZ(0&A z^qO^=BCHm$Vldq)Ui3NE+>-A5+JCjVDk_o%S2_>Uugesr~N$0Z@(^fr3n_uC=ygV&3y( z91W`n4V=9c1Zl2mEjQuspikm6-zxso5EU`EqkxBkU}(oU!pY(YU9Blca~@nVebp8T zK`S?pz?hav2?0|U)Sq#NlZlI!A?Ya=p-r+* z*aBollla48^WY(Auo-AYl}Ju&chqCleAZJ!qW0oBbay{3e@YL775!$Rtt$d87cKS6 zX=o(ih?epR+q8->p`02*FxjJMNEHNx77ArgH&Dp|dQt$FpUH_g36B|qgUG)CHk;*H zODDCaM_Gg;Q{!9BMAfVGi;$@!9qmNw2;FZ3isp9HsMlqJOU1MjML}Rip*7WbaDOs$ zxElXiCAmtgWI@Gu9+Hd3cAPM3r=cQ${L@d>rGQ{o%D=a&Y%OwTTT6ckuJp z#GDM+<8wF9olbSW66>K#aYFtNA%W4%dpu^%kr81Z9{sV|oIfGCx zc*S4)WjU74~rHI)8&%CtBeQT;cqmQ*hAg^S0J6vA%o+BUpP_R{gBVqyLr~{|{ou|L@m|Ook3O z#$r^K+m0A@fIX$h$O;}eoeX3&3XXYe<|Z@>KA}D;43@ey`RReSmZr~$hQh`%s{Ta< z{#+;FbsWs>GzAfgCyZe<=i5pTRSODd*Ng>dUfm?zv>~t)g_xZ(C7ETtN$Wz&3O%X3V0$uV5J69sXj>2xRXBSOnJi+rt(A|3QdoWu^1kh9B%XX66Qph==SnC*887EI6c$6kN3)^ zd!9zS`xGxmPVE%;n{%|Dre8;WD!Qy}>(}>8$M$AAT*>U=)6^k25*Y>+R@0}UEKkLZ zP(8+|>Aatdcy|y%AT86SKx=BA28cWRcGz9UZLhuxNKp$q6-E|;n7~C*(x%vFe22p$ zz>o`tN9Wp^lSMG2v)!vN<~^Cp@vwbql)3t=@H1>rG0!CfX{0X9KgWdBar;cwDE`VG z3S0;ggZo!QHH+L492;b$;BvoOuO=l~wW3;0f%D&eD+f(q;3-?4c#xmnwP7+2tJw=>6+EC(HP$KlTT~kC}mdXKG5Zk8)Dbg*5;pq zSs{Rt_CZe0VQCge+E`^!N>^#MkJs%e>Vci@g%UTn7)j6{<^wJ13w`u$5%Sl|E4|Qe z(Nf2z5#X+2<+2Jzz`{lXhCu>M!pfh}slj!LkP*<^;}K0eWpPSjQ4#F9KPbks;rqBS~je7 z$tb8%%V=IFJ0Y0SZo{~^03Qu(PtAPd^L9_0+HlWBE^z2@Rwm9d!0X^cqrJ37M@ z882gzJSW1&PP)3}jFmQFX(TKpjc#xTx-xGX74NqDhr(!be$tzTlZI8ZDckP&*z?zy z<-!@XhWUmwPvP8LA6U#cix0zJaI8zC;7CAfRtj?B5lbDaD&lh8bsPm?3Il05IvEs{ z2ZGLK-OCn&(1t{n^Sr?GQ^hha>*#-koc9OIOaMH#5^c}>*k*!S!(hI z*zJmVmkhTIm6>28Xk|t~EO%DZgqqBH5Bs)ZkGp!77TEH>5Cw zVxJU57WEJR0f2Qb{T^38q$BhXfSS`mTaw|VyRRCiDkr(O#>k(Q}ww0H_Bx(3{w2AE#Z2qg`IEDPu zl>7Y;=l0tUf+o9JyF#TSY1b3sz{J*=|qNtslhxj*BGgAPapgUqL{QG5yu zO~@%XhKJbAaPWsd$yCxX&zX-^z+#9}1yUk#R=YP`kI2* ztlr^gG(|bFM)GOHlD(t7)_}Z^HE3dy}_04qi1`Oc@2F3PS?rx*I-OH+F#CtE>JeEW)hc%ift7@M6 z>Z@MLu;Kq%;!jkll0u3yDRbtI2@eg6wxZ#irY1)Ovxn~UmDu}9@x-%wrkv0_v+5ou zNafNyXUW#}#^9gQt!8|f{_6lZF(nQIVHNi)I-1DdOU`V;-Qe0-9cUYs z93$ah9hjK>rhU#VY`hbjnlCO-v-mx0IP)lFKtp&d27X<2 znURX>Ddyqx;@q0iY3H=1S)J$l!t_=b`Urp@D*wuacrTjUx25|E^~RsA&S zG}ZZOqd0`HQY*+Xt?J3R&oJH|2LpeO;!pO#83Lq4_#Z%);dJxSR*TRF-8vF>MIJrl z9drD#sSQ2?ko4*XUyf`rkw@qCVuv=^c zIGrcAnT+$}CHhCD*GSr4l(pc*@#A6npNb4}%&Zj@9ILnlxAWS{K9746`W`CWn^<7h z`)g#PRCrX@^v{D(c&{iQwAM9?ZfM7?G}=9*4r_1qZ?Ar`VBYja_dfy%%>#|YBX(^z zgd=5qh>)q0$*kS{=O0U9mTXD(`59#}u zEm!PROt2(0xT5^fk)y!+bO(sTFQE_HD-5LB>j-B_u)<}pbcq4#7!?hen;eI4Xx%D$ z1PnMJKkc!uAiFKaqHMANU zW7gJt6wXoBo4d13<(=8$7)*stcc~<(u_KceD0t$8OJ2))WhP7o9#(YlzU1Ab51VdG z*`24E1McLFslkWUOGA_x@niuEsC3Zx;b-0rFri#LlVE!?NL8vb%kdgh60TW zcRj_>2aYeBQ$98UAX;~!N#;|Kg*jWn{8uwBt2oT4z(DaLMA2q9!}sET+;2Zf*rtk( z%ySl%Tr$kA3rVc>ZDh82(_|hpyL%FOn^$c`O4kw~9nDa!y>18rz3-YLcf?5)p^bH_ z>Yn9ZTL~1h&;w9ZPlQhBW{GKQmY$X?3}51+5@S6wSXO@;UwtmBkd3RL$rmpHeEKxC zALwD1Z#LDqLERONZk-`wogpCtYeN>D7kysqP5OD#33`ptQe;(x2>DTayyt&;YyF?I z6*4g)UW&{PjS#2gJZNBHe2T6T)&p$ZQ}Px~*m&({_Oa?zbR!sIq}In*7ePtEdC`n1 z8Fn%!U>h=@u7&npp|;Lh=+(eMq1of?9#!$RZ5GR!r86lgVD(xOx`xRsFeD5!#(2@K5qi=U!jSFsq(TiIPy)b7WD@aw zh>tw*>SnsHtY|0dt)Ao^xdBEce?CqRvKJwG6fthU#SOjKwYyFP3mqm9tA&9XVZpJY zc>kTmYjI2_ewtR;Q#sAD5MMqVcNJwiMWjYqQdnL*qDm62)}#Tg;sMYoIs#;4gGLi% z2;-f#@0Q?}Dmd7dk&2~(>m6AYJmSgjl8Qlwkq6jYgx;*BU|qYA(WmX_zfUkrRiLHBYhAiNQe z=vLF)W)B{u@#xIPZ_IBdVAaq*!VQDYz`@5{SXe$Rp6UMC|d$2p}Ew%Kc6 zh4&>B(!>qKZKkCa`ATZ-OobUD=&QLB5nrO48`b#{U??oZB-Y9|p;-_ON>GQT22lm@ z?1qd?a+x#CN5m}W$c+90D6lgJVlK>(IXqKc>U;a(EF9qB#h5kM_Q%cUM(jxE_(Kff z?0?6M=f<=dxH{?tSAUPPpm(cp6%wDM8~iEU9ITTgl->D%zfXEO{FS&e$=a-EG~A>DVCxCoZdT&^BOoI z<~P>&Q^MJ8MqFLsztn(;m+$hyd~_^uHbC&~mAB_%^4uujr&C7pmDBZov~j&ms)xygFCzAJ{{fZ4Pu@&xgoc1`>Lx@hL-cyL ze)+GSmpw{uKI|#K~bIYg{uk$uz>FQetC`bx7maOY%79N!{U+=#+J=&w$mK1|t z!w;{DLKyx5G?vDzXY>fa{iNF-&A@26aqJVh)|X}J8h!qKH*O}2+?LwT^l zbbG&IhmMrDR46$J9!NzgGo(ipO&ex=0AS99Q^n8_m^s+k;!wo_U_7ZVp?uk6|D*?i}-q^^rae-x|93D9I$_W zG9%nF=!rxS`Bd7>6O)0WgeL-fJ!;Upy#Y85TA^o-$rh;bBu17oE9OX5^XV1Cd^SiH zqT4uhw92W*d+2vG$cxn6xOcX-o#Du>E4WQoGv<T8B4f3y-Mf>HEVg_3n){T#qfpQ@&0tE>76A^VM* zk#JZ831!*2;7zuN@}(ww7$td96P_5P$X-fxAcfbISXbs z4p8-H5G93@t_L$i31tgSr(?EFnX@w3U0<8k4kTZ{THx$p*7tqQiA9FPMRu>CPM1$_m*V)aguOs(73PY@m!SJu8+W9U4O4R7qJGatle zh#sr^ix{sz3Zf6H3;V+2AbBA8=OOyl>P_gJ3yPVFH2&=V5xto>KGW==rxZc}oS-B; z&Vhv%Y|ig=@5hVk?g`rS98M$t&UC40YT=5#6{}ZEl>g@u9EFNn;1UnGIF;B>k^X5U zM$21EC?Gx9=44uwLw;jnO@q)pO?;9hK++tQtF(6wM+$>5bT71=vmRm~_0EC>t@4>j z{?NF;UP1zYwsld(oZ-hMdmqJR1(TD0gm=JdI(Bs!B0lT|f@OFO8t6XVRTsTtB*uVa z1GI5%Dx@mo4IQh0+7`xApVYkJvl0`fby`5hh6q1!7VTcl^+WF&Wway>Ic+AL z(T~%v@a$0-_W`Q_?>Q=j_v4qN!v20*UpN9*_7aj5m#(q=S65D?B^N1f%`4uK*@d4 z_&43dHxCWS5kcKi$F35@W8E^28CKU%37gA6yZRGeS9IdiGXLG8Rs*XJ#oFjMp;Gij z^<)K(uc?mf$L7j|7!$r^#(^QM9^nBLP@m+*y%7!COLZFctP~*b7up+v&+9U#3in2_ z`y5Tx+<2h$LwiTnS0>*QA))i7fWq+K(^sIGHeNu_UuwQev%Zk#71#8w)TU$O<6|qTrlLJ&BGYwyk|Z`VC)!K4G%o37x6APx7fn zuKj!zUvGDouS{-BMPL~L)4;;12@hS{&Lnzkw(=U0ioNNW%rTz~s=p{e2YJ!IpfTZ< z)h}U!x#r1?W3L!4B2?sWTYcZOx(%7|wfs;6HTN)!`Y$4{zsvMgi^2fkdN%i%QxDs{ zobZL^`lI@Wfuyldh#i$Av)^Z%i>G2+Y7)Qaib?1nH}c7B+a8%*?F!vnvH-jGh0Av8 zz};NM8h@XE+!8pP9BrYcHv%WrJPM^V6d1Yu{Tq=KirM-^84kY9>4kk75{JpBK2pVG zgpIwTqBz~Va`b52?=Jb#z`F_gFo4WGqqkRe+~vs5-gGgF+;TZ>|13Ns9B#ANiP#1y z8F>;RX!Z+unlt9Jp<9ZWKS3U{S_ea!&832BN0Ko@iM1#&fh)xZral9TBG6#5bu<@ruEr zDiz}XAB-nOZ~={Ox}6_#`wzC$XJGD3eeL2M&y-#NhIyM8^R5}C$u>8qdKBle^M$QM znZg;jhGdG#y!*gc=j)rz%B$4%u>W|gx>pCE6aE1Vv1Yw_Z`$Yj1S?c8HGeg#@GIEt z_<%Q(UUf(4p(1Z^k%jb3=UJ6MSUuCU_jK4>Rz;tRIiBYfo{ZCe)5y~9$eSpb1Kc~3 zQk=BjZLb&=dYK|SftpLVsczx9ZHYyoz=9@WKx`Rh@YiAMQ1st$l4J%~cFY;7hEi{Z z-`zwlv_K;5Zc&Kdra0J4HrDX><&T(HKSaahK&d3HvHt55hugLInXPyGcP?Rzmo~jQ zM_WJ{_S_hx2Q_EagKlpk(l;Iu%70SZk4x@4%jzC|hEO1<&-ZDpLWT*lFT`102Vmp2`a zsfV6X5(u4J%T}o6`HcaL7m6+!XmLTx+a z@Sn)T+w==|Z=gsA(;XK0myPA-`E{5OUw)VH(aTVE_;(3sN=@s0` zTgH@)!eH-$&dvwlu-PYGXBfUTi=5Ypq5Zm!(Mo!yHVLW*D0&z=L~L=upnk)l!hkEL zLxOAqPsKwCskYH!|8e0-z^l%l@bk_`=}zCkDn+#eGZo8U5T$ce8y@aSlY_(QSK(j! zL;}7q@biB~T^1B#t8-|PoP!k-(Ml^!zmaw4>aVUy4_wy3F(9N=$!6nVM|>=!6pvW= zB@8So4qK#xuGfK+mPCCcrXs$XV{DUf1dRMWC>wQxKbA_1i)*;IztGwywSMk(dp*8| zd_3$HJajBIz=Xh&Z_bA@5|%c8!a!CS010ymZZc(gjEuHjO_J{@#nv9Vq={Bx05?R0 ze|8bYEL?#08wg3k`ys@pRCsI-BlKIQgyfuSL#{eYsc4&q!mT^Va{U;2sbEYc4E+tZ-b=O+M#+L-b$MCw`{A=;;v41hT*EKI#<*AQb@DZHSDrw zKY*@zoLMRv3N9xG3Nm^CexPL!%Af*exwFcygQjhJPY5Mtq{tyNy0sGJDAXYy@|~LU z&35N+kB@e?yv`0o8?()(YCQ%d*!euPq;+cp6v;cA`u|(jAYM_?g$L%%l-QsCS;ktR zRZ?E8^XRA0*yx%>NzfJRbTIXh_2#Q@twov3*>caqx1DThs#5Q5t%cIgN0Euc8_>Dy zk_GEO0B0>1mG2f^f7HM$DaikoftIIu$L<%y-dm?o{b(Ff$ts{G`RE%72y^=5C4cN%d{9dLsb(`bxj+nB1fhyC+Q{{(BoG!B4k~0x=MP7HZK1kU z>6SX(eC49Jcs~UNdlpOdf{vf2-u@M(?fpA_jy}`%^MdR*`pc72mC>!E2A-+Iw&Y>f zK)U7kNJ}(cjY`c1#rg`(HwDP2`pc_<2_UMhlbR6RncNL^U*XeklX|Wl_`C&$JFA%Y zGa}TID@ezg({$jss8I7h|HCLh zcBJBZs1l7NSc}<&^~wRZ$@Vng9SkM0lrY3&UpJ%6)Sy^m;}%{nhZAUY7g)IlX)m1^ zlN}RK^Hq0wc}>Pq-f7?)bee8y4Vm8t$(e`f4i48>12dNW2@#Y5fI2Mcmm-%2!qF2f zB^jEcSH}4hj%Stk19z)S0}jWVQ3Q%KTEywZKV&04JP7aTq zjGA>C-sWB9L#tKv0kck8c_Os3iA`ex=SrB49`ABxZ2X>Y*WHip=5dn0*{>RHu(<6k z>O$EQx`uH3`ObCF|H!g^nKCi+^sW=dCtQzMmVHUuh3Mo&1Qz@QFt=4mY`^B%K(X1r z@+Q3Dt?g#CY*&<4n(R2Gpf6yh($p8%ZlUi4iwF%W%LBsWiUEK|_O>oN!l|@3HB8+# zHqWZ){Ayws;Ml(6yjy~7te)Pc{O}m zRUbsHgw+wz_&n0rv)~xR9~tA49zXCa9H8*_EZHKKM{;9;aT!L8Gw#cKBZ*WJ+Y9b@ znL(<_=96vq>8JLOFg=S!uI!Tf*`L&_uK^ynHT}tk6sZPM7ilmQ2mt=6!gFuJ)x2>2 zM}8UJ8VVXxe|)*8Fte9?$L253{x9VXL_X7ZsY9fYErD+N9QVq}XVk7Mh|Pn3_wK zHJPDqq<7hxT#-)bDFbGx+MA1xRn0?ey?&e$S?Zy%+JeyYb(R8U7e$D*QM~an zvLv|qj;{X{f2|){JxHH`;9IwKddEUQKA9cR+nYa_0zZ_%9{!Pfu6I7sLc6Yoit)5O z<6@IW(SADPG=Qveg2II=k~k_cLg_|!r;qRZ>Tz=*L~4QtBfALT8Pt2jItS$(sxMG{3F75IIdB>tp!ZdCopM)sV`sZ91V;k(|p-?A=2 zVNV*$l zCKH$S>i!DnLvwE+h8E+mCSIpD==n;d!>?zfD?ps4#%yoJv(}ur0{$tJ7wjQc=0x*t08E$5tt#xZ=fr#Rg`hg9rivTNY3}#2>*$;a zqZAe(A=B^KjV?q}W@9smn?GLZm+#)?Gi{@V@^*Q7qpRP*0$wF<{?Krzi7=h^GS13pTqo^ZWrm@IzQs72kT9(tJ#Ldm>;o9sQNl2tJs(6puLI7 zNS^w2<`7kkMl3*K6X_GS-VqcQja^Whpn5guaa7}D*VTXt6^ZmnHdD5Il&v7#a1_G4 zgMKBd{;|wk%hbK(Z{ld;($X@uM|ze;AMK)xpUJ7&44Ob={fOlIrz6C$=5c$6!q2#Q zWg^<2p}h52uNmN3oeWdKERf^Q+g9*-k2fmV?JK+$pVm#!D39-*h$s|rb(}jShIPA& z$ULWEWM1?A>C}6l8zW*X&n+V-kcT-uJNHMGM0-ZvID1Hhx$>9LdGyaVo7qzNi157r zWep{-Me=#Hd_Mqr6l4S{#!n+SM>oM=VLsU8=sRC@FcmfVl^TPRi4ts7;S4*4|e4Jm|b*s(Qv&TWF}wJMiVG* z6M6jlnNt~h)s{ZvsvZc1EPACXtQ))ha62G|kb7UPi%V=)A4Q4NQ5Hgd&(K>>MYcsL zFS%=RYgL(w_wF`V26*246N!Knw=yBZz@}i27vzs#zV^;a$|9-)&RSY7rgb?&3W*8+ zlJROBO+@N@+DJcR8C*i!c622NFh7P)8QjHHnetij+)M?hxx(D=>!h8=mlMD@lqce3 zAYX>tO{Mf1@-TCAcc`Ul%QdkgV)@(D)-&r28hRq zKbl4v1wT9|4Brdbg|1o2>4qG^_-JHUlkl9k;@Z)3nUJ#jNNH$q$k{T-8j^<{@ou;h z3y0UUs?~Ifmq75)vpVdFpbS8~S=F-^-=BdAzZMXjoV+4Vr7BP&jc?L)Q5Ci{WKMXp z54;Z#k8rFdfAfDSH=5k+C#$pMF7kYE&+#gQ96v(KoR<6nty^hya9;fBUT-uiT`NfW z;wgJof-CzIM7SGB&5yB9oyi$zUM~-ZVhB&_CI2Dp%Nkizknes1l`Faef)Ry%+N1ornzk!=BEcBa+*?QWHB8b6Zm< z{`_hCr+@49@x5mZhKC${Io3f3JVsB_wMHszx0!snc7=z8Ek1qsW@|mhx3Jk?Jf`L) zMJ6;AQt9U$*7|AL(Z!Nvox(nb&Lf|Z9-eSY>RJfwC(93(0@jW)KwI!4Z6~RQuxoec z3wKDK`Pew&x%RFNGxwu$h3WPM&^gu4NSo$JZ2>QGF*olTZM++1)0r^87o-R#mGNO; zMqTa@+F<$(6K8l`gCIWVPXy_eMlprS-*r%X@+N-ep?J=qhj}}8BO%qX0?~O?!v_6G zZI}|*B%{opn4TGz>K7fX6Q3rPl^gGriL!B~LWFkR>h@^Ik`FjHNdpM+fpR>m^L?iV zg29m!@QHR)wPYl2tSZmxt(y^H@kAEvOwa+`dF2)|+f2QE(dZP%e z4)J0MocQWyc~n*cO(%V$+@iOauLM~@dOjuHLB?AMwb~#hFCx|Vr zQGg}1H1j&CB1h*;(u=8ctZ{L}$3H1P<&dy`y3mhqb;lI>DY=4xL2L0}4nK0-c<3^7 zc<#1pOIlh`n|pG#-mbAVW|P5?LSchjID)BTJWKck)sr`R0DOq(rt%!JyQ}LAGMoUH zj|%&qv=QmuVdxJH9j)jI?yC^1fU~E2@wLu3vIjw=5fUI97~7P|C(z+fw0i5}4l;U? zwT7(|9q+1JM%RT}m?3t7Y`QvZs>nF{XBn5%*v|r@zjA(KaKrHMjtVSCHA72{kgbx8 zxrvW7J#<}G>aB35q`P5YJKV4;*{EZ*@8E6SJYB`_kW?%Pkt-RN45#I~%-J_i6C_^%t>+&z z^^GaKG!oQn63`Voxiz+FJ0_%=kg3duup&(S!q(foTJcL-RGs+7;TpfQqtDa^KwbuY z@%ARIO`9x19^H^Q?U#GMzHRs-?s_AYZftWzbNHjneEk)(Gci7yBqHdLe98f#lT&$1 zBxh*Mg8GL=PyBweeZf4P$nk+#>r^#FRJ6p;4!Y+5(j1nc;x8NA_Tz6ysUY%awckhY ztG=r=z(+;~Y3kS_JVsOZ-}x&Y zwIBk&=--6Rv@;@h5xFe13H~sNKh!y8?hk(kH^5I}s#$vt@dYYc(!QTjqy7}`6G})g zh0UI#YN*g>D^yS4KGohgF^9WwLC_u)QjFedob)j8*RXQd;dL+)cVk|j8u*pQyEB20Rke1Hx>>73P}&EP>)cWa zZxQqB@GSCiF)ho(mGf$uVA3=uDxb*=L^%bYI{aKt%dlF{K9y_M4paYZv0CLmE1yj- zdnE&lVtbIS?G7z#KQoE7^+5U}&Yn)qHUI3+_J}1K-i&*W`wPPbZHoLdHSi9Ob6zrF<>P_HAU zFcBX7qSyIuqW%rO=h&ooVJeXPhAgD3%5taqx-#O*%nABve|Zt!#E43AuI*j>%(->( zx>knj%uharTpQyoq@0?4+P2!-A+9VN6pfqEs9IWpwagq|O*yA5mG>uu8etIdaIv*= zdCGrtpWMlITB$3U-Ds-)En>9ztBp>H4hzM_i}~(q`I92TbFsk*XMi?C*^WAK+2tea zCkUWc{1Su*(TR%vwuPZstxkbhYv1deupLG0H~kM_WvcL{Zo~PgVI}E}xQnUwh~)S8 ztyfusYE$TO{I+!Kk2vH3oZRH5gzo=$x1L)ZbR?y8?Yg6%%M{U7k`7-9T#K-?+S^PX z5fXa2U%zKBa9GFIetc>?qib&z#q`Xsr)Mvtc6~HPk6WL~7=IFD29d(DJY;@`x4_9AAg(TxSil@hLh7Tr z93D1Bj_`p*Xdi8|srM>!rK2a%lEe4B*+He}G20RJqvPrpsrTBZnMD;B6&Z+R=^yHQ zjM}^e)i^C!U5z&>yd)i&!UWMDfB>GEMG3Q(&~t}XuAkTuc>BCRKi?d&ReeI~X6nJ@ zzr;B|ch{VPh4d7ltL0{$JOMUOBW;U>g&dP`D+j6rv3)uA=lu|@eHE8CXFiP_=(pzV zS9=mO{XqZq=p4csq6JWuJodxPc9ZkhkO&(hKHmAcqfjJ!R{JOU0Z z#fh7Ky(KIZ_`F=WReBp_w_izI}J5fVAPChDb&!WU~j$|9tq z0dLczxVx-zE-P;|xNTLg1dSrYFl$%aj(5HLFGV?bJf*H*zF67qxUMYP+^&u|6366FR!Y;b^|RSIK?&H+Tt5M z2PCz-n|o<>9#PETDvBYuuyr-p*qk?BOP}3^Dh1mLCLn*j*a7Wt!8V2cZ!qW8Z({PH z>cF?Dby`Y`c+RncA zb`bpHTu_2rOj|hl>sQfF9nfYAA=||_E|;xq*z=pH73+W5@)>}Y)puGdm?At zaoeX4mY3`b))7u709MV;z|V&w=GxC=_8>P-w#gVI)Rm+-QBGBQ%su~uc1-Ia;hO&+ zKqfZ=8tT?mOx*3<;CQ{dXf_Pdd6Rm_2;U6%JPEl~Hs;P37{@W#EAmMX3`18sDr@~Z z>2364#MRwhfY$4qeu_*ro((!P7lNf=GB&4xRH|1c_sqdnZsczyK|bq>rn2s;Fc|Lo zFdSZb>Eh}9bfw;Q3h7dE90rxNBi%guYpBsWOk+CHJ=VK))TNC(KE9&1?zp9yk8*vl z3JaL;TDlt2%AAZq6%4OkCVb29znv-(D!4>$Gt7W94lKqyRrl$s}Sxr+&2 z6}+~pLD%!@!V6PJTH&swT)rlzaL#4F!F|?9{q=LJe9fCGN8mW0Q1!kEVqRDT_;xI| zE_CY@tn8hlj7+jOO}@f|Aa{BtSa{hj2V=Jy0F!+(og&IRdVc~cLW{OlViaDjym(7K zmQ?gET|}D#5`qxsxM;%}cN-KtkbY=r|1qF3TR85ytfi%=kjC@TX_D^_cV;DS zaaq8{iW~{_pVP*bFWM|h7$z&ru*0SoM|K8W#7-OIE5Q4d?KAPO%t4nQk?Mn#uXH7n>hCR{l*$2f#I zSUQ^8#l=`CL+kXzN#o>E*=wLpO>)O|?C;+7udB^ws0FmC-5TsD*`s|OWzZ!KEoxEt zYN>Jv2$uBAaXTyf=9$z1J^$>&Wx_=C~2Kd3DcKixk(7NCi ztlqx7WH75yaC>6s-D4-zKrMsD-G5wqqQAWSJknIqPvk0;M)98EM`z2Dn6+m=(tUI3 z>EzsHJvdX*!qFj5ab-VNiK&dS++G}4r<~(zUfk1&fT##bd|A%TdLFfo@u%mB+Whz% z7RuZ2j!TOofB16xqUE=an}h?qACFh(LMQH9vTtzPiX(wcFW>iT;eCa;!gsl_N{8Nx z^TA<;JW&DtQ={mq}hhNOijhilCn zSy<2YB*yBU<#R4J>%Ec~Gi&90i@A{u-@di(WC9~Xmac4e9LqscAc#qVDiLYC0N3Ch zek_B>CPD$BNRPcUQ^-#`V_zn|j8{k)T<`B>Ub2@Mdz4bZ z3f#o(+TJK!{D(0RorRJ_q+(z9uG>+YWgjr@D*LJpS~OdSzbUtP!hh;Ci;| z!27tp$hqJ6wt!;h9|ROn4z7k0Jjn`eFz0L^?7Z6_>_UHwt<@kG<3^?wYG%6BFYZqv zO)V5G$m<2;#-LL0*iA}OK!;Ce@7Q}N>^fav{yADEP2IzA{d^c30+0CFXC%%Tc$~(u zu8?&t^3(i!a#Ca%1ov%3mFN44dz7lficb`ukLw%1y8yj&W8f&mO-oDMSl#K|sFpPc zkB@ILeqBS7RBR>aleN601ebKEkp}G;DNXvRAL(q}I@Ze|)h4mWi&Z6i_itp1nyKa| zcGLL8$uifT3;g2D-oS9jea1CydVMOH7~eDd!xZUJ6nF-{y~eKT9Rmh5SgY(MH6|sd z!@Z=U;dp|sS{aV#bY0Fn^Ug0RrjyFm7B3|5HFh6Kors)ZS8P%-<&{(eD9J*Sk0~%< zU@Nw#v!A7RVN;a3GUsNpGI(fEK0=+crvHEstc zcC;K7TIYNt{R@y$`P{D@kUoq~1DUv4V#sCy0Ddtsr!K4YKKFCrLW)z?pn>4CI>wy# zi_j_^``D+#MjcF>6xST)Np;0f^eLcdTD#HyfU#2_Bh7(UwDfQ2Lf^!cw`9DIo=$|Gp zZiNDnItr{(g_WvG8;}idEYhOMw1D(yu(Hct2YW`iQ0T{H`49Q7MAHTog6ur%!(YjE z7=Bz4fys=JtuB0mD`d{^&8l5o&*Ks|Q0{bA2<2%vx&)QB% z-Hw`@B3{jZU%)DVP!oUu(MZSQ=C`5jdYV)>owms(67Kj=zya5?=v8vCdUh5ahN&-d zsW}WjkIZg}n*mqI)x_o`d)k?pz$=2S=G^mW=uGLCqNZq})t8+cgjFlA z0|Ua069T9o)s58#G>;!6BZE7{Q%GRy%J;p%;KN%tFj(T*Uf*(w1+tzww$VnUDu)Gw zGG}ymVI)7b2*&vQ*<)gH=!y#;(P_$w;o(Lyy5vGQ4ws`r!{1nHA^9?1!$xvjYin-q z6 zWkgbfu8iQe&*(2b)xX8sLWi2*I^15$L#H5zmf$qziT6ZU-6wa$4qF_I;V#1i-m4+7 zd3{&^KM_^_`yHvWSm9R%%Ujf#x=oXY-wczd6Z?|4SnLwf&F5d$(^tENQ zrlr1|2ubvq%N?fq-j>Sv`YTnJY09l={uA7CHi+lW-Q8jPcE}&-na>4epA6dL~m}UOMo%8pwTNQ`-HTV~abqMo>DI zA7kCSTE5qcoDbI<(7(U-(e$jjlG!{1*E4kV(S?&O+AINz!*HWs*Rir7Pu` zK&0zyMQpDOVqgh{oi}2^W28Z@{^{-sqnfjz5~(7b*OB}ApAe%cB@(r;kdAMxp^hR5 zfRwmG6>*Vp1tCtq6Z*W190my6SY~$|H!tQGtjiZy{;e8ri-M0m|5Im9$bz>RgX8;7QK7ht369uCm^G@9n8hhae(-oacoTqrj?0I~D-thcBV)@~II{@Lk*JU%;1cKV@0L z_Vd!D?kUL*SCRP#P^)h}Vu;9ogCwpr32D7V_ek*M3OI|tQ0GlgK$Y}DAz%ztf6j*64=V_ZKmr# z`Q2?qeoL0Ph~hb68DDY2twm~o4Ezfa+o*|fabCP%IqFdFkdyRHqU6jyU3gi_**lH9 zTdj9>QW8(ijQ`*3kAD@Gy!uq!Ra0@4Q-eu3YTod;`aNV>aFr|5c{QjvRl(l1`z=cH zCZqF58n7R>Puf3G%ucNzz?+i@b=K|mY=vpCNPozeuF0fc)^WaLj>DC||0vndHy4|- z4_E15vX&VG{gyt^8ebzP@pGEke(Ny78jAK&8zuofl9WQ}eqqLrwwkWuz=3oJb}*`( zz!P-R^hUPAR@LgFDo;3IS!*ZujwmnqfRY(r`{Ao9{Z1a;gG615{RfVtG~hXV z=R!v%u&{Y*zqh)Tbbk`qn?Op*+X>q+&X28~=1cFN`aMgiV32@3ga7-Z;lo zxyF>#8g=-i_P_%qn%yt;a;~;P?!7igyAcwO?58~Sw4~4$dB`obB24BWTn5wrz-Wz& z6q;uMK2OnU#`V+z zD5qP$2+Swk8vU40LXI&c81EgIUV zVto=KN0=+;tJivqcCDSvfV9{$-684^lrXm?8=YFH zi+slulThu)HYa0?2t=jR9gwZNAMe8U5BqrzvHB97@< zYA(2%l4`ZX0-G3n6~sVl-eO0Vwtg(Jf#v-?E(|DiB4PZ5?H2QrdDf?P;99hac51^> z!mH(!=2fkgo=r5bPU|gX@&G;veQ|T~#Da3xISHL{yH3d3UD|KAS`Gg03Z82PI(PwrTh{t z0Map?DjkS0O(OC+;}5eB6he6#Y5s}3nSGNr@FqQh?;bRFv+%MpdKs$#QOL=2tV)b3 zs4rr7&vV0OXOGP442_wZpf9};a_~<2w^nJvQs2R8 z*EJMk+cp69-F6G;pGgx%e22QkL@Pv#vvdrN7r`PgNYffw(ay%a2v@+P!EG;Y@VuhC znoEO*{D|pprc5)(y(0$}{FJMtB1f5&o}4zX4e@N%Bco1_@k1x$YPV&h{g*E51J>$| z2@Ax}CyW~|@^B>Mq$&{ks2Duos5b#Hnh?QT4uKbe%!4ct=}2F~rw~$f6&MeEx2lY~ z!SmhvA$~}MCtfDe7h|22%|kkVS78f?KOZx8DhqNtt@&lE8kjkfxB?4ZPIYZLl{(Mxmj%6@^1f>HAx!K#8JjK}V+D50kE$_-_tIk-)g z)oYQOx>vd50nYdlpGY#^Pa}FYbA#)_T!&}5WI297(+yF^IP`=c-+xz~yl>2IukmdHnCffe^vVhv@h{0QDDaJmO zYTG5k(FQKMc$P#3x2m)|Xo%W-8jGvePCj)eQ%B;*h9Lu4lrr^+LLS>Ydt6n;194a! z3KF7!THhG&^SAJ>-()6|$?;YdXX?N|s%nZ1`0GL_FUkpDpj6Tdd{reR9WmJ4T`p1Q zYW;->gO``L@q~Sjg&uV2+9Mfz8sO)YYcP6`-VAOQg5JKFG5@}|#HP6s~(;cNM z6M>>5qxCw@O5YORVdjJnZm~Q2xJR|T;m=txkG*Hed-Wc4(zq=!=1XC*#L)pkEalV_ z>V*AvvFr`)g{wNkVwL1qU?U;9#o0Tl(^zM$kINapf`fjLCR>EiB zS0ZTcrpSTqRx2c@@XsL=^JQzvRqd+`)eW-0sU)_&5r|)8(d>^{ce$G8(X0saqZrn1 z(}z<06LYP&;y)oFITJxtMNMT6(__=^Nf1>K+0##PaL?A3>!?K-nolmF(FRq?DFzy` z9egwNxHV2oM^(Va`u4M|umE_*5d#Ve3LTvgVu?aba*a+@FG^*DRID(b;72jJ=6hdA zOV!@uj?bmoK@`1;QZeFd;8fp(@s`llG}a?%&<4TKGiq;8G56LD?2$n}5~8*;?dlfF+iEng$O(`>{G zGzeY-0HlWB>KLogdG23^xW3KRWe=U1Evn<7a4@fca*N382=@)ExFm)T_XzJg=D)bX zHG8+HJ5Sju9|$p32poC~CN^)23$bu41ut=smJ)sVMMmb>oBa*y}Il#Q^6pB?YeB(@2h?6e?p@gG+3Ynq0FZoZc+(T%^C zMGGKG@P}!ll?CQYdOXK^ZPo?w=NWdGo zhOf5GB_LPO8&Op?5io6GG&nRmF7Plg^%61eT_)>gdS5HQ}F#KHyVm{|Yq&*Wa*Ys-gE^^_wpKgeB+XyvkaD zsTc|(ulSZX&3AG>EJ2WTrNc0DB}hC1bzSy?eSaKJN(i;{(u%9mmGj%og&vg(|EJ6^0H zX*^8iB=nX33i27$x%#;F+Y#^G*42m(r`b;B>P!Li&C|_ErYsFk6f-IcZIM>X5c%j7 z73Vxf2hs-N0gCW-X~KLs&Iv1ptdul$#*QT})Sy$TU+%~hwJh!N9CO`^wG6!8t+sro zn^+Q08j{EbsmNDf5Dr0=Q23&d^!i%f_#WQH2am+@9F55fG?^`Mn3SISh26K9Y~B(K zym7ONKxK-c3^V)47!=Cw9BNpuce?>l@c{;}>zv}Boyz-R1<51I{(~&p^tcf;2?-(* z2|@7My8had4%3RCi%*WmNb)J zZ_$%A*;W$}908z%tY0-5@T4TOsaJW154)Oetv0RXp;UD^do)fUM^%Ht{1-!}1icVw zLnuM4M+iHF7}^OXr{otH>V@QjI9_1^wWF?&o8>QHTm3Hpoah&}Bin3oB`sLgb+J;t zcZ46NGUU!6qn{%Jqm#Gb<-5?P-U3m4-99FOv|n-9Z+Ni{h9Tg8+IKn7Zo5r<Lh2DI3Zqj>+Q-` z-5i+$WF_=TdkvJR>DA5w76+86thPppaMW47K}W{|e5CU=z4g_xO>oa-axuZ1m_1qf z0v*qF+o@I8vLF(~U|TQs4a>l)qK&h{2#5$0>hpm;DAO;m_EqmU!9RGyiPHY8EEPmy zxg-3r)MIjI-_(BCJ*z=5*!8CGtVd)*0e*adkEHc|5y>=ZNj+|~{qyLL*SpGa%c0#B zhu^;E&q!+o+UwmYKOZel5|@@xyov$;(q-KxPWDz4P@=@i90)~LI;T6d^v)+3d%_YL zsQMEwV@*Kgdg>K4r(w#4h9gBg5+AiEPitf2Y2!`gZT;AjBk8UL{Bg=oXX4D) zMH8Z(Fu zANvlaAl=h5^R3nX30qJ=Op&2Vfs)c)kGDgo0tZbBVL0<} zlr$hPCLgzbDA~-(bYEsl@*;fLrpZ3>=htC_9K0?WQcGPbu*n(>QD*YB4s^>(#2}SD@T@DqIIMc z?Psravrjf}y65aXULRKtfBqmMGY)wYib|55pgv0bn#P+m_{m17Gnl}XQP0D~suOZr zVe`Vm(sdb@jx)@WAZ5siK)7Q_A4m`Y$`HK`bP7asLn8w<1K}?!hs04~Rz`}ln z$TzvuE|n9{qT91b3n;tp{bfdB&ft^OXu4@a*f6X#Wq?~!mC}?!g^ip|-%y1Qb4i}t zn(|X7+)4(Iqm_zNeDBDP$!7+&uQV? zax**sq*+~dTsW^SBw)JP9eU~er_s|hS+5ae-V;BZLzuSlD+(xJcBRv}yn}OmMykQI zyqMh?$8qci?I}(rT@qoa2DS{M+maQ=2Me7@l@$^d-XJbqdn85dCDpfYyb7f*>gltO z?{#GtWC4ki0@-tYd!wg4Yi@JhMFCL44!3QqRO+W9T6(enApr2(s5UA$jD@KG`lA-- z*azZfW)4JAoC{~+d7CHTu1QkewgcL8{X;on@<3M^ss&jK&~7ykkX zq~RA@MS&x#%qcuUK5#hhYblr+**F9bo@{I@>Nc&p5!YV>l`1*DwbT!vJ!JmFQnkR2==?+`3X!<^MGeOO@ zt2Ih}Fs`wQN@^&AvDzAizlh9|fa#?qxFieSXm=tq#rg)hm4B`W3`piPQAEUBA-4_n z_*NY3u}76(KcU#AYFgl~KOXt6o4`q1m%^%rsXO!mcT{ddMR`YpjJvU2M{9(5i(ydi zEebyUjr?E&CNid;1x0iHGkl!O3p?f0GgOVv-vB&Q~kmc(!v z514=h|DE3$lIg9$qF)e(Nwc^4UqFx6X0DMWwO9QbXLOsKtw?T#D9Q{i{^m|DC>w{(yA;U(hi_r zcn^y3@kP&B2H9p6U~S)I2lyaD{YPn%zW^=vc%mP~p4ieA`%F`lsE4j_V4!+$yq0_@7+m_X4x9ug<1NPy;g z>|u-6NL;a@pa77;Q6Qh>6dL9+%rm!^1N~k1HBYVE%L>F?*%gtyKRgldF|RVO8>Jv^ zU`<*inI*7Bv`#9sfYfi?B(8`yR4jvljvS?cC9-^7G@w)CpK;WIW}e;Z$TrFeBG|VWEf&uXvtRu z2u>7VsNv7cg6PU}hUVHAl1E z?Tp%d8C^MlMd3y#EYAcj2u+AaNKA4kTV-9?=3}jW?&!tJobD0&QZvfIG&unNlN|0E znNJJSOX={kx$%|F?WG4v`T5yWFbu;Rqb@7k3Jz7OlP0%dB#tWm&)VT^|< zr3pw%&e_p^6Xuwc&)bz}#VJg%_E(O4c9Z}>>Gc41w=wk>JoI%yz9zigZBTqouQet8 zew&W+rPQp_G!n*a6-3kgVX^{BHBpTW%R8$WsTK}3{6oLcs@1UqYzt-WeqSHlz=u=9 zTZy+@;rA#u5n*8NySn0H_kH1j=>u#kPebtL`YTS(*5?bDCacrZMZ7g!+fB}t@aZ** z=`NQP%!W{NI2%OZu_IctAw0LZBF$i7W2qVl%j@$l04giG_+B7u)-AUtxDEOH&-m|~ zE^|KaGhZ|u=tMP94@33$S=&0OmJT)zdB1S7yP@VbO7CdXJ0u;%s(`kaM^$=1J4bQp z>zhxm#ruRLN0jL&dDVy5aqf0*kx8v0dPkK;e^`;?fnyzy2r~J!e@2Z&P~^zKv}Yb@ zUO&$`s>Ryz>a9oavPEuUo9McLYL4={4JGfcu2gbcI()4??w>R%bnbST$5iMOk`rA> zXbIiCM70UF&KkAjXkz#KVXo19Q6!gLCYJ`5Rs)kUj)?(fM_z_ltz>`nKIS%Rl&R{q z$%)*v2!UuqCN>ROA6KhjCfx1VOdW(7I2Z(#chuXRtVo;`kloQc5yefsrT9aXoXaA3&BtzZ98Q zb#xCY*H}z#Y+PZ;9ZbL|Xqq($+rmgmU9G-33#pA>woU}t$NV971mY(2W3`P&*kOJd zEeHxEOG)YdDs;noNtuR%nAwbf8kDI0+9@-_UjkFmrui`QNz0H^1dB3cT`aCN-i5bp zhb*_aq@#N2pBnB_t@^pZ_iy4=IB}MdQrFlqSmGzu_R4uK zpnl2kQfA!pgwruJlxw~WJunj6r`654QD}cyN!qc~3Ts;WK_*}G`0j(5Nvtr{M`)q5 zgXtkxfbaK3rcDB!1u&C}ziD$qjbQaiPb!%i(TWYy2 zmMd{VL`-}x9M3xM za6%!7uez$c@&Qq7LosCTR5<2Zqu8ux;l8mbu<#MPdX zCkp>3#6HysP&*yI;n+$*Q|bVi@33+>+Bqz7D5efB@GDB7pzxc+*=B#9x0 z*&N=mfaTOD%Ot*`XXngH2|2F5HK<{4ZFB58Ruq2Ly%`ORX$5qU} znbh(iCuoJ;g>aV*YwACexai$oo4*Ymv}JnL$aL71(5_+P&hD^2+Z0RJn>D`Vlf?Ls zzC2yr=BmVUgENmga^u(xLYk=tX_jMyv&g!KIb} zo4^V!jQMZcod0M0_}?4-|37d>!Y`tHa+B#JF?8539(P;2^7&*7L@O;ZJloK4)G6ZC znYq1?4LQk-B=MI!n`=AXIKO4E=``WWNA8fnfMI{(wBMC{w|@0j|G`Y!$YOOt>n z6jn6)6EAPd!7xBy%cKXFcKQB>Ox$P_uDTeXmsuUq8aNqSL~X5(>Q*(*OkbO2uQmgx)c$4ZH}GIwF)*TAVP6ewucrh9RIZXx)P) z78EbC9rp3HW%hEQq}{11ewO?krmz_wUIe_o;PZL6ArKxfrN#CWlg-L@RsUxJJ2Y6koPYD+hfxvjjI&M zY&o5977jE2Y0RsZ4A}appxsGyxW{hD>r2CxR|7`9R&T#$O7j*?tT|KDQg@YeD1G?d z&e%BPm5W9DB`HXQ*to-&2#^&ne^jGP&is0QK9GT!R?5<|OsWL^AzHzT-aN-8O$pB) zgo|}mTjuV`*S!9*97dD>+$n5$6Qy=>rf*!=0B(4D*x*BMr*f6LvtmO< zh%(jm&U1~?p0z^0t3kl`(RpfsppOwZ#h5w;46wO`B}ulq&oWR5ASMJuw}I^G>=nld z!*}2i_nJO`kl>?cY)_Fr@o;z>|VxmKB>S61@>&1r8(sa+F<<)F;QVL zh;A`ix1KLhXRa4il&-!s{&H^4&Ct0Rqf=+#Owu|~&k`Z1Ur6M|QmG$!Ol0omnqNH? z7BQ&JYqA>GRyWMT-t}9o(twR7i_Y=x_c9up0`+6i0)1+=@qd6o8rnrd!|p^YIk#oC zvrADFJ%q+zd@46><=M*m*Uouj4rc60L38)O_-R2*|7;g6h zc_#w@>+R9>Sh`noXN?Dc!u7gdnZ2Q4nkuX){nLdj&USAL@Q=+1SnG|TGGfZ z3v6=oMKW{$Z3~yLi%EYorL!={%k^!7g~HNVX3zFc zS)@nud(K}#VWK=Js69G<410=~ANa4c_rJ%Z99n!ITCeakrfG$p7p4swj#af@Q+n_g zE>|lO`K^@~ZAxo^^VF!LDj z#tc*il$7H8MFb^%!{g1wyXH7|W{xt=fqKiX_`;VTJ6QE{OyK0X04^*MS$Qek82uOm zgKopnTsyOvj<*IKdaT+r3hwsi9BZ>p6e{K|F&L#gb!Wn-CiR)6zZ99EOG$kpvcL{4 zj;k_?{RPrF@T4p&=O_Yc&NgUWOZ+ax7=4nu=4=l@yk&>Fa9dQPJ1s5KgdQ2_34+zK zu1v^s&IVzjGVE0&^cKsNs)awXFJ;E*{!E9j82=&P8;T5O%7Q)Ut2(%OfnDbNS+cpX4Ohvg*64!}wDuD(K24 zX6a(dC%MIWDicZ28@If5eNs++PtJJ9EIXG-H;J2?K;j}1;1$KNx)f)0tX#Y!d`VD! z-8L+T84QUarHG5hx)VCtw#mZ}Q3T2ATm3j=OmS_dR`*sgby8?Y@|bx=+aE@&Ry^? zU>5!!Lh_1e>a2RA&%?{J#TD${qEPv-bo*A+HYyK)fWz@SWv|qbSp)_JjZx0^+$(%c#%X!*CoYa(AT{ox8LP2kSoM z&5gE%;@oNR->RfE)}?>;CY#`y$BS*d?h#PO1W}w)iRHu0!v`&bZIs8zHF-yCDI%Z` zTMK@a89Jh(FdA(?2F>@^9vm{h|ETd@H;Zw~=lGyen4d{l)aEa&J)gu8|BZC|)qZdB zD0$8Jqw1_25Wi~pmThSwHgr@{rKJVBb7jt*Ki)G#P>iIK13@*#`2rMy_y-#+;H)yq z;)gZAuvw{-!npq3SLiRJD|F;@-E&`y9D04?@?n}Y0Wy~>niB~fcHKI3Ez`W2vppl_ z-sZtkDesoHb}F(rHwCWC$k_EN&1OvrK4HsQU* zZS)iqVoMPd=95y{joV97`YS{L9-ttQGTjtr6L$r0_T@5DFhJHWaP=`)#Peh+vMpjWPI$m zrtHmm_&wLNC9XdsK^mCI1=57Cr*2AavrA`pdEOngpG|hn>2%D$mxG&{XPv0d|8q|& zjsA`7Phh$_%N!p|P@NM1HOZY(ZM1XGPxYG15|8LxEe z#G442-%by5+MAoA7VM)qo6fc2XH?ZDd)@|6BmIg`O3Aeb@pWD|RT-IpnUQz{|Q91tMqg9PRl_yoRCI*|onlFDuCN)oA8P`BE)H!(M^1T(FK+9)aK@gbc7fV7Bq*~%1~jfJ%R3CGAa)G7Sjg}V{}yYxU{5{v5ECieyhDm&7%_;xIl@a3^4@&=}1U-bExM!o}=BB^caU3MoTQ+v(uv zUO6sGS>3NAI6oOoAjU(Z;RIcdNh75K&%&j^m^FpRDpXPGE_W zo9@)DxKz{;CFeiYp+X*%@Xt70!SYBcxUUhEQHJ~o8A8S1dXOM?ipXFedp4r*CUZet zWVc79D2^CQ8_5I*Do@JdoZ_VX`E>uuItapR~9~oP7B#?x=oj!Q`S*t_;HcJDbmdVf;T`MeW_JY1j z{0bR4h2y$veL@W#^g+~_q+3{)6kd97;hEJ?O|@Z_`zYGKQ$M>orE^Z#V4hh8tCn|~ zwq%~Vcl6oqk0ttFKzf$nVx2CdB9t0Ar!OBp;uC`JRT}n#A|T>zE_(BSmCqUxV1ITW+FG>5oSqt^0~VZ|=jiuoDeb4@(8RIrs*jFxQ5f|iJ4tzL zylIm-5%AU|e=A6}lXQiGt>OP9+Y-B0A9mO6WSq3u+$!-HpYD$C((XCZ(1o_@d>>Wi z?pXG-4zbHOY7h^(ujl^RhcH59B+t11y@qC&Z-?35Pj>DE>%iVD zz-n)$ZexX3%1;L7qhCl5e*ygM8+J49Wt1TvH*QOM{w~7xe4b(}ilbffaHGMZ)DZ%f z)IE-4FZTCClc1J)k~zgeHSVy`C9Xd}CGngF{0mF^R8~uh$b~~AKGgohTvQwB52}Q5 z5wS!{oy{egP1eiu zIb00)))lE}{OtW|Gnx}J$i;`$9Jfgj7HXs3wZuzgueGB5V1~NWP%{@z8RBc7tee_2 z#iOL+mbMlbZV55bgn^)yLZQ?M=|TWWa!=%3UQFAw$>QrZFvRgvvLzPl%n4?!$0fhD zz0=>_c7*>8<--g6I?wcw$1el{!gF2r=S?|hxfCzH(B^(77}-KjmpLtdLA6w9HbF244tZ5>+%>E|Mmd-ijA+NJZgKA(QbbR(&SF&_5z~ht;mVn`n-J!6)nZS zZE^=NL7dmV%-Qzv27VpRs;cxl8=~oEb|@33id^SHC12U%xR6mnXjx0l{ccJFq~e;~-4-QosHKifXk z^noa^Gy`ziT5jyTy(T`My0a9B-12bwq>sFrya)H>6C5~K3vA3~frNFp&Ndcn8F_k7 z2%fSvY7-Q;w{ki{gsCQlcWH{KaQ0z3aP8u%%tnb#7g)sLIW;gd2al@P{KMMA4yV@g zfWe_&D4fl44D4hPid9*%S=_u;rQAubv2Wo{1jYr%um1okmWWUQlUD5o=#7g!)ID_JMLFw@YK*OG#PScGwSE3O>U(4#8Wl+l@4b&YXlXCLJiqs za5ADh@7+LK_NmlyQ~}tBbTd3hg(NZGXc6bG7Hi2W$=&I<)oBFJLFcpA*J1UP|H{gB zk4D0?GuZo0r3K6jFLldVPCe^nP!J{4Ut#9h<=u!ybQ-Y?uS?zB`p1BEm+j#|Hau`Mzz(r+rFV_p|}<= z4n>N)I}{79r380(C{Wzpi@Qs3cXto&4#l1K=Kt<}?>&2*`{kZB@+IFgl9jcd`K&pA zGf|IAj63Yg3F&d~x0<*^*r=|YQKl@>o_}3q(1cCDjkB?G2%2NB&Xx!hlT+Igq3Lzr zcds6fB3^__ESvQ-mTGU|J37S+XF?bu(o zjvIVNCh~uBfjIe)MLY&sNHO3G7HdDiaq3E1MvlLoV|MRSad5y4C!swHklfT}W*q~P zx;Ae;pG*5@<+vz{v~k#xgKn5`&T`n&w3s>j?C2Jz$CI1{7S+%ErW@a$of>3N3EG_e zLV~*|)S0XKCv<$K`5yobRh$8C{u~~#`?bLSF|;6F!9S$OGVb6^l?QFK>~=Xi)p zoLLp;`FuK@1Phru+|+ihj}7kM*ApLSYkY8foXCSAvVV?hqiKgf>gCGG4E@=oM$7Ojy=HX|q9#%Hiq=yoeNZMZ-p~YBT|5;~NQV>}Bl4dHAA)s`Nh=C- zs%B_~j|H?D9R{4x;=@_x^_$?M2L}|Om<4dIT%7k7$jW}wo=7gcYj*OoD%7_&^0n{$ z?wN`Fc)$?aOJRS0q5@AG`Z1hZq8nktWhqP8s8--{o%FL;EG~kZX7kVIaOH7n84AIE z-ksd9oLnNZh8`7D>uTK$H+$ zG+M_yND#RjL+xblvuCOk@W$hHu%OFTp4)+XV7IyX40fwFFA5}$07i%o;tkk9(F)`` z{}gHu9X@Uoz*kyUHjav6<^KJaR`7YtsUO9Z9Z5VE+CO!J0Yju-*?#N0yJTMH ze;NQKqbnKd4-E!hjoPAAI&v=+R<-NrKM6t+Efh66x5v+i0Ws%eY3kz5B1QDlU~Woj zcb_6>$tJg8KcXS7m_N79Q|B&-Uww1^E7xRbEvp@QBi1rH-%rH#BZ&xw(oQ*d_PMLn1PdjN)wsA<%G@52d=2e^r^>f@*bs8_cpqLD?Xj(ET@LexqTVYD?3Se zSG-2BObMjPqS_HI$Oe06nf`KKdzakU)|+IXg_o~BikGV@GtWzpV5|$2rHcQOsIIQ| z4U=Q;yB{rI2#+5C@b7uwD=z93iVAD-BL~ZzE57J3NC@7ec=WQD$*oyrS19k-8Sm=_ z#6bzGWo)qgtn>z#N%x|rw(}u_SzXycMaC5ki*zrOehzHmW3rnSJ^Om!$nsVQo%pGk zNmdotV=}DZk#av_@sOM&D@D(?pp42oJcOe6k~*B(j`}!|1nJfX`4Ts)^g8x0Th3#h zleCbcE|K&!0zpvJPP_~jPg`+cTA6w}cimnvyNeblV;r_{WBEWgUv!BT3qEIZ{b5sU z_Cl><$pv{ifwV+)wLk`U2!DK=_=hY|jr*Am2`q2Xqb=l;76uADDODZqF_}YZ(2Nt< z+R?;bDcg{&Db16Hs}M^4=(XC9`(0hu{rs1{oY6T&Kp@~K?-N?83tACc?xIrh ztwGrW3u^cBnjRbY5OqJ&e)a1Uh$N`Tg}J)oEMv-rl7Me=ZkaoqoS}0q?m4?*TxZfs zPkdTKFovxx$c)TowMwc~mw&E|zQ7$qZPEXytbbuROfF6H7t(I?M(Hzv@OiF_t0J-z zpRewn-&~|L8fNm@W%w^aFV9RJS_6LDBG-hQ+fVF54-UAeoO{$Nes_!o(@LJA;UB7} zX8e&xzvR*BaZ^_52@oiWK8*f-{*vD&VNFTd5wDIE+LDxPy^Leunin96UE&lL$+ww8 zu$|a!OPPJIm9|3)8s8;w_{7YC>y#m84k+aSSOXv1CeJ(W_%~E06av7jqD>}lHeV^q z;^hnSP>RxrE7E4Qab?u8)TxoFR5-DDKBA=!Q+$9Pu+vVYA1%-wcdjek=lYCo^A#{KVPw;$1!vICqDiN6ic0 zYxvZh>EGBADzwtgTV;{&$B!zyEMqSqHOjQLtCabJBr}oVaquNhkj25UETz1mldogKdm6fd>Mlk0i zAB9FD@1=6nNQj8aX*getxA@Jk`Q5LVzzhwS20WJrYoYzQr)=s2zWJyGdF}OLF8x6X>J(s(kFFp}A zywhr_$mZ?&2eA9t*SAFW%*j7P7TEGw@t{}q^@K|X=PKWfC)6*unUk#$a6H}1Ry}+k>tgUd0iP7 zRcG=0mTE+ZR-iJ8e!&V(_UnNCuvx^@YtRATsod6&;pOe9r5p4cRwYWKa13AKfq`o@ zyfY7>RBa~qpD5JP?-!X<4j4@ZV64Nr+#F@Hpe0GfrqhXRGXq5$88_5lAaAa z+N25bs1{>7?>2;pu>5GDJP}a8!4u**IY?{X`{TYK5=^(?X_w4bgsV_B^ItOp~ zR&eq(g%0Me1CB|o1PtEwC3UImoj1;t916E7_e~zzSmzhi_*!e#<(;IUb=jY`6vnl@ z87)uQOnqdEhVL8>$Yv;p@%(zQ%X6RZJGR_9t*g-N?FBz17GppQcVm2wsp|A}uR`WS z*krFVY?_|taMm}4HdAzus3^vB{E)t)ImHHl_W@o4jz}E6@+o~+OpyjqD^3HSTxDoe)oYDPUzJ)%U1OqbQW+qQ4F-xB02_NmuADyLq8KEse3G;)6NYBh=2 zrY>o}qQu0+EnE^lNIe#;lB+PV*iOv|AsgWFqR5tXVwsXj`u0COS@phU)7-;;6{g4!RN@d`rcR+z=Vb3#DmHbGa+-Xu*RVC-?D!^dFh z#(`bydQr_(k#|{@MKIZMSc1BD4^Na~m%MmdJ>CcOpI`$QJ4)N97osqxi?6}npvSU? z;e-caoFu4z>=qHx;FXZi@W~ZG?zZUs9-O;3Y$}Na_lq|2O&)z4=@E!*OTiVV{$b=K zA|rhOq?L30a5ySRMzdMA)qo@M9SRVJ?wJ3R7QuwRpotOU4nKghtqM?f-DrFAH+emK9NE^DW%XH?vSunEDO~00caT zSQq>xTlN#L`%&WCr6wZW%q#u6E$PjZc&p!Y-|vIVII{_z-SK_u)w{eq*$kuyi&?Z9 zt?QQ*8-9To@{JSq`$DAZmfp4TjwnJEQ^k$`?-QPTiKPL^J`Mqx|`Hi6(8eKlxx z?C?pvJ2L&few8otb|qYM?-pP~0c~HI8Rt!SZFKLkU)Qzo!r0tJHCk$7cb-VI&&;ZV$?jzAoZfwEvG3eyc(hg~9FwpnCz4=X z$StWlV90|1rB&7qI-e^p#a+4kxF8ALmb=)u_5VWQ5lJ*&Y+w4Qe_xI>!`GH!{+r+A zn7iP9(u}jNYz7JW8!j-$u%F$04@f$YqFZc#5?p(wt92@N{s6kgFfgC0WqWuB6S1w#9LqRZL2VA%LE9blpS)WkVoicZtw2c&PJ%xqX2(*fu}e zqy}+R(VQ3w`u%MrfHS!bWPZ0 znixU-8=2%sG2JB99&!s}`S(?0-4Nc;g20qRGP&>OcF2L(-5&BML( zAPZ-(5OU*8Roa_Sgirj}S3;MvTSv1=;W$#c$Uvivz-M6cqXxOEGrJk#+c)b{cvx;1 zM}@QCLErd^ez`ii@7{F*AgI*_gYE~!u15i;nAhY^Nx$7j=*dx{O$rivL_y?6dXZl! z$-*h6b5RNESIPRc>^r=$a0=&27w7wSo4*7E+UXAucj`;C{OEG5AF5g_`^i^D!e{S- z4_#}L7V(bLe0vVvuOxQp?;%z|jmm@SKG+m;VWL(R;H&crj@0fP+<%Pi>la>Ad zNfCutcByWD4p_|tPcazohI{ykTRT)_ci%}emL7?#|! z`XSCcvX*cdBrPy9PHC;K34}W(&x&4|*fB<3^DssgX;Omf7Bw4w2jAa5)8s?SYS0ON zOGtWjkRF9J%prqQQ8Fb>4xS4vO5)A_Fk<1eY@FI4`FXR=&tJZMP{8vOFG1{Eszfb$ zx8cc%wg7kBCeM=O(GPi%8G3mb%q(ty0hSAzUma}rBRzg!_U%vqh2;7b@v3~hDMm=y zJJLtfyZ3bL_hqXN={bc?Z@>CDHQY*LT)MNT+U|bfrUSu<+h|74+vfLNPO?BKvRc7O z*2U=Qoao(k^K!gc7L{aIT6cN6P{U(f|BeW*5{u09l5<1E;s>=_Zb6xRLHZHhf8-sm zq;d4W@(xi!VxBwOGB zQ;4?MnNxNTXx|}4pK)Oe+5axJKvvmFku=8Mmb|wy_nz%uiFKldkxW1!~ zdGYM-&9B9hyo>*o1B|008p~%urnBAukt1@uqCj*L+upQSx7hghs*6}50&7eZWE=q^ z>5uQ7EW*lNAt8ZlNFcsA{|5lSz;sO}g?b($ozS&zJIs8ahT~6*fdT0`k?64~?-r`mHR&=LC!C5(#PAnUtQ#XqsTaiM~)9UcFA_)7{!ktR~ z=c#6CVj0B!)G%9ZVup8)64F)(G(Y>aE`dKuj0U1FzE(b3*Vv}anq{nZ<2tS&3rMv! zStSC8Uys8$d2elXUfM8SZn^3bA^{e)no>tL4sL6*K_zP3RNP&8F^EoeObVA0zF!dQWgLCV%t{%t_sW*T$3023LipE@|mNPOKYa z#(uwGtMnglbLOx;Fa=*=xXX?%ADXFn;O>8|-IQe(TBWxUcQX3&|>(3m&-BCc&b1j z3#%OpE(F5w448!>Pl`IG30=g^dS=6yFthPmjag-Uw$2Tx0Ie`qH924^e4`qq!sHpe z?vtJ=ips4<)1?3DV?1oL8<)TZd;>Gt3Ccrexnh4D+Q1Ie!5QwS=0ol4lr=G%J9Ci$ zfNkgvf3hrbFPU3Aq&VUfKgTboKjg&|U75I=btj9?`1$YskD@l<$A18A_P=ERhei=k zFyjb;7cd=lhM_X~k*xL;nxS+J-qWj`K1yBZ3yYUFh8E2IrSJRt#s%lO36vg~T^_mD zh>CeXs@Q*Dd*@}b zcUED_@-jfWz`Wlp$0v{Y7vdXmn4585ruJXyZs@K6e|CZX-mAY(*+oXP-qA9|t!CyM z7I}&?U9BOGBgjPf+R?puF%gLoU7!Jt^3XTd7SyF2;^NK&hg8HVCL-{n=I&S{e?pC5(=uHfiG}F% z6P_UEYkbj2EF~}YdzkTuj!7X+-v0Y|wUXq91`br%8UQ%O)`^gU>>%gPkxofAr31I( zQdM}%dQ#Pu07MvC1nw<7vRzPEUahu>xQvxx2i=lQJU_oAP*>`mT8WD>rAm8lcU?x~ zV!{sO)!D%fZslnUs>9)ikix~kQXZjAGGD8-MJeu+a>+{uZ!_*VPBGtGst>;}UtRa+ zhAZw8myoBzs8}wr6MJFF6v+4qA}fD_oJkSk`q!Frqrq4gq>xgT zP){rj>=jw1qzt=f+oN{7Aj2Oy(X{@D81ujQ(twrQq=}WMqhvUsa1l0)$PmNj=SyACb`engScpc7Z#;gm?;OkP!_;vw?^Cl3 z5z)Ak@}AoaIdkI5pp7+Y=IE9V56fXU>y7pKgX2aB0r9!Pb(*ypF9!AD{%MLDoP3Kw5|@o(IG>y0x6n zAWIHFxRzZ89DhBoa9ShimLJK1wV*BeYW+xX20nXjhd^(D&KgLdbP?4#;D>BYL8VKOv=B7|j*D zJ^w5RZWyvZD`T!M%f0X~zHCg@DbNY0imfo6_@f|bnlV&F?$eKjU6B(CBS%3F8#}n; zn3fS|7S@z?aP+dAde~-%MTm;1okJ|Qo2-@lGv16dE^03pu}%%!5p*KEEtUWDX!9A- zeQzPRCfvL|(6X_0@%>89P=)jS{%CGF1t;kU;Hr#H!~mdBZ*>i;dgH!vTlBEiu2%{n zvUKNps8=oHnW8&$j-m`biZ-wu*Kg4M=sb)5ySCwRC`4C0$>WLj4(?y*0*j%@k!PO@g~;l z&=^}|*D0b=fU3VRG48KEL=Z?we9sI17PFc{QdwA;h}u{e&SR5KM=%)7fmQ?t2>44C zrfY9*d_NRYOu*jWrRjoXdqKV>{xgf2q9`T$c zvD8A05KAVQ{5xe@?w@e=agQRr)UT(!KlZ4iW9yPVGXF%uw^v;Z2+SRF{SHF4*vmcD zK-raEz_pHk6itw;J<0jJ>{GLJRrUlo2lS=>wbu zpc_8dg=`{gQPJYI@Fm}MmZF7t;tXpL*6%#(u;6yI;x1=-_0hK_ODn5}lXVbph~nBE9BRzD7V>$vQ3)RQa2X%=8zuB&}w$AZ*(6!4q8$Tjf!= z3f#qht%21#({=chZ5w9UFZ}~0?;-f zz;^EGDz~+~Z8Ew?E92L-J*jN4^6>U(Wo{*{t*j?Wswy4*x=y?JpF30iABF?U=W|Xs zHlz0N@iOajL~lhdMX3w-@3l~|km;|<)?Qb?J9r}4fm=+!B?GNdV1PozPxPh4zt;9y zDg7i82o5Q=ERxgU{Xd-fb%VO~`xIyNn&w_$jjGxN9rITWx|ZV=RM{qfmhcCMSj=!D-n_cM3AB`&`d>ngO9g#6Cv=_`4W%6I=dG_Ct$a#d_1X(On~xG3Zk!AoEv(-L}6 z-@u=w=u(@iUGk7V?ynXJR<*t=W_KIcOB^W^g~gF6#a7PNK11UMg7hOszqKM_9JCZP zTy+#x#B)bg#D!Stak~VFzSea#*JSGHrVCh;pQ9nV+wY*iS?ko-&qK9z|uT^uOi`dYok=JUhHhqZGP_Y>gYDL@@mO9JjQg6*K?FvYStV?9R09TbCcf zF#X(oe$s^iksbE61DVt*rU~6CtAY#WJ#R=Io~PrA^BMZXjGkb&G3-;i%G21M zm}##gVpG-QP3>8~vM;ai@xUUuKD$VT?#wWeA=-_J{Hw>J?C#`t`zj;ng+P;;1A zRF8*Vfa`)QW{EP~$G;lP5oUwV!v^1nTO*b@%1I_pDR>@ylCr-TM91>u;J~4g=dA}G ziK80?VSX}I7G`vaWw$B# zv8*A*QGa~X3r^9;i}YP)D(;jQAz@sh;oKN>k|`W9abAJBr!*Knbu|QHshxO_Yra;zl1cqFWF;U< z%@#PWQt&hbNIZLCL?~mv>~po|TGa_cq@kYq)-Lm8Rr7&Pk_)w{p;|;M0qB4{V~tR+ z3nR^m1nZBhNQb0cKU`qsAF&oNz^80M)Hbh4zXU@UQm2d|B+7Xhqos#0#4jKGV_#A< zzH4Mxm;l3+GB=R@jat-lc;^;;Gi&Y7+SirnY1Xv$WO=^x+cOU0Ls}{trifRFH2K-z z^Ru$8D0@l-j7ZnFx0Ag5rb&q$n2pj&LjVBH4**lr8lq~(scKTTKxFvMO(*3QKhDoM)* z$VbNY8d^PLUk;j!2DyKw{Fb(b*uqOm&2G3&RPF6$#y%loF)*-KNTz9A(fKPPNL+-| z;+l{YLtrneXwJD+zL)ylAMBfVp@IiP0*Q_F4`do+n&YFB*1r@bMip<>Acs5QW2zhM z)w{K@>3-R7sv6{WQ}@MO2cK0Xm|B?eonGm--B}sL5gVKp}KkQtbEoqzMMpz@+5uLIC?%)XGS5L=ButN$&lsP z5RKhxyp3p8Q)zdLqw*c4Tf~{>z6|1wcq7lN>Mb+?NlG`8JaVwM$@SHJ%i=U?{{prG zDZ{`|S}y2Rw$FOIu{!e!r9BGHs|q_LFxH5ZL2DLhwg2K}qx2}pUiZsA>wdih}AWrdp7NBAvY%$*GBs1g`!i}E1 zxLx>H!a$;SSe&bWvzIq!&&hIDXZD)DLEbrNkLzJ7*j8nO9TdfdHy>vJ2v2C*2m)n& ze-m2+%)orXtghfPkXuVnGLDa)zsiYXr5&N8VgT|Jjy)PvjH}U0bRT@Cue-%~$)ESM zTFm&1ZeYf1(iJV>lD5nHvd@=iqHj?8$x_#&jFl_P%D^NcH$!^G+O9_S1c=>J<#f#K zeQbW-R=h8YSm|G3+qV>Nn?br>$t0I!f*Vl7B_V&w=5kh2;2ds@P^S=1tJEOI9R7{O zDz9D#pY2RhKgpsrTp8Vs{p<0!+bI8YAt$uHngGYt*PuqZHN90r@FlU1C(`kK^i{1y zQ${v=yk2Lt&&a#Lr-*0?wHy^Y<0X_4X0X&sMQ;P#j9kt7&VdzdO};ickUZUBPTP5o zL7HCgo}sXOYbZkHm|iM<>N-l8{ba5^TB8hVd`D(2cunsz z5+l<~>41OO6XgtHU_Nai?M0ifaxh!%c!^s1!(m8@!da6?q7bxXl9Xh@^+=tkaSluWlBGSMoKE@k9ex@ejf_5a`0CPj!7vE%hyC;q2Vd!GGd0^RZ<2AaWRLxJoC6o@X|L2 zE^49@b={6O85)n%S18j6kQdmnp(8rO=W?X(#}}iRe}GUs)um<`advY$=45}!UB-IQ zzgZboNh;~4t;;nz%dc?(0-OsdCC*n=wr~w_OPoZ7wYcJh86E44W(zvkwq3~J5iAqj zWz)@sThYal$jSVnXfpRBK--=zEifqJ0qk56w2f~7H!%%2tj5wZh!Ax{aRmW(4qGs^ zjtA*lTVZo@7DR-yf+A|wu%c&fx-pU#Hm%Q`?d{~Etxe!WeN3Xk|eoSg?VU)1HX1)!sl_uzxZC zZ%s?iJ#TLJi?IjZ;hvxyKJPyOfmbt9z9;mR_$zB6#f)J*Yqt*b{tw8)VY+&PCN;WY zb03PNDQk9&*I)DjBTeq1G0Lpp?L^x@&1chbz=PRZo08GErjGXw5hz#Id84Z3m5j<7 z)U(U>KULyH{~YJCt~x}6M1!spS@(PM|2uY8;j<0uqkLB%6?F_ruxH-oS@=kScFYk5 zr^n{gv7fK`wqTS2(eA8>agU9g3kW6DH~L&g@e$WWzUrOzv5z!0?Ac5~hNNTzB1@i& zH$iE?Wl9O98FC5iHYL($WzKbib$|J8?yW-RE}y67Z_$0Oe7<&UUP6{6tmM(UyQVbn zCaV?~`eYTpcj17@t&$!Sv2EAeTqhEaj{pg#)~i%5nT*aEP2W#QIELiUtQ~pVBVF+r z<9BHts0n8dc`qGGsj}&v!g6q(LIFueBUJW-|KWws02R9d>e&@D&hpItbe{dX@B(y16Y^m<5DyLrX`3f&U}8(baF>{&Q#-Yl28`~qV+29 zXd2zT)_6qh&>UaQd6qa7n~RUQBqx(ePRFdlK;@1tWywe{=lI`lnqmKQbN4^ic>l|ra4F{$ zDi;mN;=&~DjrDbzmFF?>(2=5SPmRFF^v-Szb;op=Yd4yvF0BZkubrzD*y(rkH1Aq} zNqQk1PBpuZ8-4ijNE!GC3p6WeTS@HkvjcV$w)JZc7nhD>7sv$8qfgM{myL_tEGcP7UWC#DV{nzXJ4qo{2AhWA zyanKZ+J}2=(BVa4t_7}D@M24`1LA8*4VqbsUQ?=Pps9p=JwmMRK98Y>cckhc0pWNT|C%`PnBl?9 zP9h{h%$egJE~9mT_I~zTHk-i5Qj*Y;zBOFi&c@E6c*kUX!jC8=R$dnFdNzaG^-lz< z=;K(MwMFX5#qWJGq$e2TOxN`w*L?XsMjx6>p||bP44&oi;2Zz>IUrj!4i5%~b^72X zsUPJLWmuaAw{1bjp) z)L!H}NH=-$K`K00;OCNP>jW_18$b)CJd%_qJ#1t!20`AiZ?z*`FPn#p*Oyv&rTIp&pihiz&pG)2o(Ov0 z-5yVSo_9_7j)&HNhHY-$VBN#!-LzhSTfD{?a}UXrAGvn)zerMHT!sGuO?QMZlF7Y| zNb#p6LvC@8k}|YTGveYdUZLx&(q%CQ_!pnLGjTx7Lr;3!O%@ov-^lK`kv}cJdY@qE z*E;=1s9UzF?5+nw8j!x&GvZwA>a zX^bINj;YEjj&m{714o8*!~l^`hQuAgy0jK14v`I6T4&7ipDL_Etur&%+P6GKoJc}U zWT@1TT@J#z1?yTW*|@+|Hn@f6?iv~9<)wCQ3+5^e3ah4Ry+g4QrGG~HHC=0Pl&;4= z7a;R{AIYg;C{Pf;0i=sXFvp9s=d>qOy;+yPdN4C9zN;M6*dBOI5Dwlo`*+(cw=QvO z+&g@(GWble<9-Lzo|OyCkFj-pp0Io>QSgMqNk6{K0`-RIwD*9l5=A%*5<_yRly2xE z52OTpPQnn7k`1hnBu(u`i3TW6u8l{2n>YE6SE$W^sxpK(Mnu z?!&(F*UPod0lwI14hqvV!GS{c%E~fF8OnlLp>5`=-(7Hc1HU_E_EJz#&P#K_S6UGg zbi)F2U=0Db0DBmT%tPLRNvh`bc(?ej&$peb{~zry&S=jrkCTltTOfr${G^QM?Ws+} z*1yC1`RuTB#W5^fpYr-y9Dp$8kL0{BwWtkjSv>>@P2q=;~REkyhPp zco&1QmZ$VAmuDAEmvENa=2BCh&<0<~VfR(n6OH1k+n3Ii`MWN+p_}pa!``YZ zaVE|Kg@9Cuubk6nv%-WwIbj3^*0aoeN4gH?OxZsL7y&&|BdpwQ#w%BQD(6sI!HEwe zvJD@GbjoIF^gWY%${1R$WYo@QLd#Mn2U~Hvj~T=<$7rc3gHLGcOuk7r1jqDQS@Zv0 zN!DO*h{3s}@Zk~+@h6r#L~iH~sN)&`Gs(QAWa~XwJHemHhyFu!gP#Fi+5pLEOx6Q1 z_sO-YFb;uTW#5dXuAv|UjN53%FLy*D-al59rtMq4B{tXMvgxp%A2C@=DC$4(E046tkHpEAgCEM@U~~Y5`}WgqQe1M zv-{vzva4`?CMr)mV8_&)El0FC@YG1D?kBC6Tm7u=wcei8)2qd01fe^ z6+QMW7e_HAG`V_AwtGrSMr=}SSRgDlB-wOF2*>~w?2RHD9Qo#&&YUJ>e2iUGCWlc* zlPggKz`&T;2sW>xu>Q+i?SGDDl`d+P{{O0no-=PdM)xmU)4yv1xC8L3CMB=`<2ZEx z>o6F%mmMd_lbGlMb?lZ!KP>cr55u#SXt+L0EatXX4>vt2cmWOf(d0?NB1Z)o_(7ZY zO53gGf6;mix3RV*U*9LsoaeqA32x)8)_tKyhn1w5z4vWO24#LF7HPkain_kR@D6eg zoDxv4D~q~gzfrm|`d!Tv}1Szn}MEx(e>P}N>^TnVVyEopGi4hv|!iy*{`JC zLiH5ld)K z2Xfv*B~ZQtsK*LoF1jpA)I*G8$q4v$vanMModdhRGq~D@$0l+F zA}%c!Zh0!KH5ic`(^bv_q-NGVn zVo%$`e1zH2jcpo6Q}EJZM{!oRl$o|5K`sd-c-8kgUW^D^QkEY8djvlfF&2}Y(G_d; zbTqGCc)X^bH(t^}3axG)ReWKb$Fa^DTtCx7)(j?+j{*9DMyj7F6C-2ct* zEoXuUoi6nxSca`UjBq#7{OOpN&fo6x8h#{)*Eqbn9O+s(KUqb{>b>U4styn+wgCha zHz%6>A3o&xubEtu2Er$MNb4@$`M7GxduW%b7UVQK$;snLv17m-I;kT>nE>gf28AsV z?mq9;^T!bs&zJC5x9b%G^qqpNGNRJ0bhIq_f3fw^U75He45rD;R~)#Z+26N*xL``k z`4fdKX}TNNKVkS*zZ!kdoTcph2)R|BN24vVj?An}bouwQ$5qKwKSgzKk~|MAY1}k! z?=8`oER$U@CX$YJEjB1%_Lknloc;QoyTLE?If0rwCbM&GP+8<;8|u31t+JHGeYO|zl|rH>B!rf zsn&v36cwDMQuW{J=#Y?{)e|GA=2=ctXf+#MpNM#^nIU8r0*X=R{Fy`GhQ85{C@7z* z15Bq#M+mmIA*f=>9S<#yo%xv+9?08V19es;qN7jR_15byda++28clni3c8~ge@MJ@ zWaGthO^OuSVn09cdYGa#`uvDxFicHL?_kKpBf?D%)`zV)-)$M&fovR@h0Agl%G+Fk zlE88C9B3!Np${v%I!`^a)wUNl5$rsr#H+GXnUHxd{Y$HKSHeq#4A< zEIVWOjqSUvgTvgt3Qp;^e*h{Ha;=z{2BHJ7+7~)+go3;ENPonJYK@n1FtI4aZs|-{ z^VnVcS_V%T!5ZQ-paJlO`4(Kg$T1QzZ|1JT-le|MDi_e>f$JNeEp_2I;;E$TljeDf z(A}NvuJ)fFyK{jY5dv0$27TH^U)!oJ+5=;)bMY;xdWpX*Z=)gpgr8om-NLN7?kKMGeP0V^Be5~D9Qv&+FCR+j zKqQGIpgH3KY+Y$GnBRS%J(~lvD|vADM={mz$?fl)4vMW=$tYU9C7~M_xqO;M`0Nu@ zNmVdsG#|z-VH_wYmU=LWj&gQhvpn|3X+2n*x>ngw;fKh_ojiq-<<_!3Kk?J4Oo`?h zkREo~oQ1Nad3itX`s{a}+tUFX#i!sFUqO9aqc(3=&|>0=6NpuNuJB8h;!O|-m;y{r zRbjpat1#XEo;!OG{y`_4c|PrHhijr=3mJX(1&VCiwcaP@OMXN7Y`kMyTr=$(-k@Ri zA&r67M`^LY(4(t_!DjJ67Pu?vFb3}SA(GSP5*l@^qaeGPz$cv$B?F_8l|t1EdSg9AEn^k*MrKk;-BVeQ>b#KOM%61kF*{`t(*Zi8pZFbB8rFEn8h>3GBU;nqKh|Ox!k5Q!#zC7_vh z;q&REV~A(W6tGRYJNMt|4-Riy7K~S@1M=t2NJSiF~Tum@IZr0thI$>beiE_& zt0IEf0rVSaC@OB8c{aTib`tv;dCl?iq<=6tRpo(uWTW4V8#kcEPyLIeNRyp$F=ZR~bTdN4Z(8po?oFE&JdGXK9=d#m8K!mdkGhQt(8VrFKD znJH#wW@ctPhL|neGBYzXGcz+YbIk0tzWKYWXQsMps(M=2N798#=RIrhwVstPn1c_X z;~D!DTJk6z#vdM$HcU@rRGU4lpigO0IQ{N4Kt|^yRww%7?ZDBZvC|YUwG&Xr1%V2H zKp8*%jW|`Zz@CC2_0-J578LC@dF^M6g}1+eiMTo8<~H4yJYy`$FNa@nfp48?I<;-E z!hxXsxK7g0S$1iX(X45jfh7ZGcALbzGO-Y~Mv{<}k75F;3{eS{&5Ix1k{&S}HP#xK zm$24xaX8tc5G`&2kOgLmcM~rM@1z?#-jbz{%ai7&|J5O(Ej+-Wf7SKf&I5ln|3Vm@ z3x75$pzCeRQMF4oNf*7~3=_6sQH0E}fG;kkh&pUHKY(JlE}T=64FP+xO&YQC=XJkX z{!#F{#*N@}wrrf(6%s*zu-1;2gyuIpsbfqB2Ks5`G;=bj{v6VHJmotJz6c-#>_q#&RX9uB!ocqgUEm~(XoP5?QX#k2pTyhr&VO$hozv2 z6T03ZQ`||rvlKI^iPXTbZSnsIj!Hf-1EjLUO=_Le4*YFH;FSgP3=c4pk+}sk}Fq9$a3g@ewQ~aCOXpOib@JiigL>5f*s|23eUTYcx0I6mMSQP&$B}N zuXP0#Wyl$Z&N^S6_Q(v_T7c17pn@XS2fGHlRrXYS!#hkwA6pcJAB5Udt(sB3`xE%L zTgDv6kC}73$&-fz4^Gyew#;SCyKo)3{grQV@3efl_A2@evFO@q4lx7e&zdQ*5-RF< ze@v-QC$H#bSM;j%;Kh(Jf?Gl4m(>zM(!$!t0`;5FaWji^{-fSyyZa*FY2ezQcLsY) zO-!Thv$Uc>*VW}x6@yc+*K$7RM(OIa3|HS~tRp?uZF>dgV##>na0&g6+%~iv5+dws ztT%*;!h6njisUUFaQoow;52b1!RRfuNgOlPCS4Hh8XVabz?R%;@uU{plI_z zbU;l?++rb=s5HdPr|w5TAUNF7_bn9^XrfzLM&CKzvV1^IB!X*n%Ro{odD z@4v=9{GGe-LZ@Pn_d8lQ1?K|_>)fYDwk6%pW~WxT!F3vryImPp>N0vrek56h;O68m z0YB(Py1PKle}Lc2+iULn#a=BJ{{X3jFYF&B+LEz_t2zt3D}Gi24Bg{2(SNl?rp12a z`~xIuWRHx#TB?eccKgadWLqrSTo<3GZ4WtzOf-@=>F8bhGT_kaN&TMt+<(b5J8TcM zT8C(#prKM@lEDmA@V#jpKvjilbvQ5E;NXFI@I_WM+08Sd?(zwT{^g2Pwse2;iKTd&~&;@$fo4Oljv#avHI9cr0 z3~(FFnbwIh3F-@VsZvHwKq{lUz#5>SK#V0rCAajLRXVF>Ptlv31O|KRz*(L-l*=p9 z^6=8N{CT|fMZBc{Pa6lQYtF`N?#_9c<14(VHWhn0BJ(s>t&FPi1-hrXL;N?8azZE+ zdyGjgObOuiH_L)G!us#TNG@D)XRYZUWQM2KYk2dA&@|j0`t~e4@$<$J@)oSL2X{>^ z@vs%7yYc-t)6B=^}>g3-FSZRu!v1vPx_A=qE`v>V#3NDk{L0*6265}NX z6z76?D9pbIjfc2kMiMag7ZCYo&0kwT@J8KbP-)vNBTM{cj%|$O56j=89$S`Sy~^SU z(%XtY2%NR==krs(dbIC!xwvYceO53aVX9UsO?aK~RFWi96bWOB z3KnL0!D9r56v`UD2YTI&8WaleQu=&#M(}1i9yYK7mM&drv#_ZDs@Hcc){;p#R;C!+&2)G!G9=Fig6SYoS+bujQ0{Ycz4qH@B?} zb_i4J{Z)99w(z6j@$T)xhqS;NU&}6&Xb)SX+L2V6ks_XiDh&jmYtTh18)cS|wM_cs ziqPdq7#d6%&}7it-GI%!CRhc;@Q23y>3kEn#d0tACD`k@3E9ol%}M35`l4V= z=u4B2D$t}p1+RcIuwQVa|HJqjxLKg1qB5#u+IAqRE?!9CuR$CKikowD40j@(rEcqb z(N&@MZk)AMrhk2Ewid(@;5wIww%%;;#^%{`Fyb{k=ro#C%j(z4L5~D*>wQt%95iXV z%%N|YYOjRa+-d*q)cIbfC_cqx1Uf+0^ znffAvic{~_no+7-xZ;P{A?%GnSH#G0ReFj3pHD7|-ZLGH{J^E3%}jD%hgoqX`Z$^- zHYG_N_Ldt^Xa181T8DAk6gvXJc*`4y^j}nj4`vbAFi1?L*{)ezgZPzI#Ee~UY1U>v zCN0ZPZPloY2wSt=VzFe_@z|+j!vZZ#3kvm9S(PLN<(!Nk#Hxo+S9p?89kbIXn;RnU zWLZOJAp)&65D^Ysv4$4nTL^x;(Rd$+wqR%?R>xdeYjIriz@6Z_U9T#2y0da@Fp{_* z0=FfB&e{u!8eUz+v#uPzAevWYwcduJ^Oj{3C@Pi0tiBk{ud=HbIb9$E9D{ri#l`uo!X z`(!<;+*UxF&5ni3jBJZsQ6Gkz>YU`eE61E-h+*1p z=d~mMG-Jz51#$v&T$O9Kf@<+y#F*GMh-RlvWvnW*oPwMaFWft=uG~@=G7Q!qUhd)y zV*CxA$KS{6IL8-KE8Xwg#Q{l(r5)kt>ctcG1x>ly7}*3@;Fj3Zo6h!-LfwDSf>M_> zjbq8;BtjHbRTX+f=4F`yDaTx3k3T>}#A(la6&Ktwyu|ulk`;h>kOgq0VP9&ULbMY{tnCd*TV7NoWr&lXVd(eleY;wz-9iHf+}(u2ROJ3ZV*v2Sr?=_28p$A}i!I zPJ`Cm<(ZbWTnXBC`Nv_FT>YGa(AtHq1cB@=y zwhDJ7lfhWKWXsZOVivsDtgGY9%(9?|nRj-tLfB{oarNkQz`+q%tXat2aw4(uoLDN?>W4=x zIoYI140GGP@(Y!_SAc1G9Ef@>Zn2m)r*)@TqYRsU@Ms5IB2q?Su*gDVqu_}((+Glz zB@uXJ&5j}t2|rn#xQd3ewX~evsqbiE{y-lkSFdPu5oQ!~RsJ|)Uc&-Q;T-#`sI2yS z0Wt-QO9g+*X=a7b!w|#gx5V7Tw&v8hpZ8oKB+ExZ{qIb5wX+?nAZXM%q`p>pCt3+@ zkL6DGrjU+2lZw}>Yc2)f=7v0~(OkTX-5>k|z&~T-4>33YpX*RpVl*stVyji zUi>Pj5%5x=Ew~QiuOxx9yf(gCdj-0rz83$`t+XT`1t(~>gODoswt^`&apC{APXC`< zciL+o{!bpf8*kzEgRc2N7R1ew5{<)L((F8wgA*@ls52?pEo^WpgEa92VEg^(xT$CT=}P%dDYd z)bLJe6c|F9#bM!~xDX!#dr{o5uUo%2Se0`_Z0&!KaVr=$RrkPL*C9vlkXmkWnd}@w zEpZWx?UV4hfsHGJmT$%nWrf&{R)GH@p0()*wzTZ3FzvKHuV$N+dsj)mAySawdsoqN zSdES6H5Bsieiw};tANfS(%XANbvsApKwJ>*lcbT@Dw|8OH4ckMOpDIiT-VyIz3ECP zi`shVUm>Y;N1KOYfGxz0kEesd1MeTd7$~ zE0a897HsXnXuxw&Ord+hk8G41dj9-ljphI_C)EIGO(-c5o^jj7uR*dLHlwNLzM z17R5!huxsU@BoaqQJD)*(>W5&aO*Ky{9X(;G{d1-VjAczKWj;`B*-M|*d>@pAPh zX-gcuW!8XYR$u@uc(EV^Um3?m95YDue<`+|>Pg?Pdh>j68r8LWN?yZ^xKMCd3z=6Y zriWXkggAq(Pz&en9y{SN{PS2$j=X9${AatpHDZ0oKU&yw;^YmWt5^1a&#_YtnmGGI zRiu4cj0SR(5Ju|Q&S`x`!NqPWUsi1^U$zD81T_Yiqb)a1C!kRy!PKm7@c#BKWZZV( z|MM3ai~+E-l`N@tu2)Yx+r0+7EyW*koNM50leAyju3FpT*Ym-y;9kJ1k9Vs71Dt6c zC7PpUoHW~i0BwSpEFEe)_ZiveGtilhg(cv^~xdqg{MgA%BUx+|~m zoMyKhoRzKKhScT;+#Qx3GcWHl1Sqi|O)PP>@^QLJ&mN72Se{m!AAb7GuFeQLs02^W zsivLP_D&xtgOkfA&BNC_X@yyO=K|Lu+HZ2__t)x)*>{}X6x)pmmdvc}v}vK~$d}@W z%P*#ip9mJIC)0uYx8pxvumxmkN*Xz?M?dQ?aXJaZ`7LOBKP}IFqFBiC`7~YB?{!-h z(V=mYf^9t}iEFClLeH#3-rSV=q!d+7>QujnK@Ocy?lpmM=EXLQcWs?wK(E`y9R~ac z@A=aCC*^;5l8>@RKBq<+r&*ihC;dc`j_si)S=n}I=h{rj%B;auvl7u*jUZKWB`y_N zl?5t%wjT-s@Ts&A=SNA+^vB7(^5gh-uGKK%Bt@sCTvcI@VA*SOR{%YJUx{G=-o zF2=W3)r*h5)p3~g_Y}6it?kH-W8RVq9LaG&>es)^yG!2b>=K(#U8H2^8%ky44>qHM zuDGD4RBGSABF`^#C+RM~6szEDg3g3?&=(6AWFQ9{WP0fPjULVH-mu_i*yiLiRR+ZXd=*WRV<`RhWfcZH$}tl5enonfgf z$&$lY_I4dD+%-*Dim~D=VUaQgG=R{2-1}_2Y|*2K_%2&hSOfO&c5Q~z)O5MNb+^o$ zArCNkHN#{3qZaBZVlo~t2@arup<6%KWM({w2PoB43=~A6X5N_xS5dLAVT>?4Z*>KxbSR!IG)u5Kl+NY zxa6V|H`}9)Qt1uHUS{dwk-x|G3Ia$~&4-}Js_pEG1j;5qBSZ;1&lp_7l%3}1dFr?_ z?W{R%Y4HG(K2*7Lompz?u;nw{ezV!0OhMSz-Kbcz)`KzND@VI!@zi>u?qJvZ+XnX| zeZ?(wUL?|v1odI$*CSJf3US#%^DpIgyzQ`Eiw=v5N@~VtJZ9|)X04RGD zTe+up?*n(~0#9&BUF)E0^);cNJNZKT)@5Lhoy9HumtYpwHfzUczPvK;V#k)`bq0Jf z$8)ho3XW_N3N2WQleDhLd{N9Y5gO+LVJ$b^;C=WFB?AYAX;WCIKYv(E1hmZ=YF7Rr zQNdUtoNC)z%(r*Nb$NH?VZcb;wI?RlT^3t|#_S6%Ta7@H z_TJ(Y93canO$RvQl6vOfuK2rg^zAUR)uL>+aMH!Aa{x+B)ky{n#T^KXT;!spNKGXz~E^(YUF3}9$(bB-P?JY?^x3^MuO#HwcM1RjOFimY} z9vo$Hg?sbBC_aDDfewnEMsCjJ+zo>Hrt11Ab>&ZoPpk(>G{2J(of&(as;KSoR`I1u zlh~iGPC`E<9)eDa6-Dj0X6OAUS3<=aO#amv8j$B$7pCYGybjxyl zJH5UG?;C>V&IIn^mi;sNr#9}3`_}DM{$3-aQ)^>wzw~Z-{~pU)V1{GiK*DY9dBX_# z_!9eEnV(OySTY%EU=rVM8=Olx@IEHWsh+D_yfLALve}c7kggn1R(aw?mP4kuz3ww< zann9fzA>d|OBtRx(Yw}Br>89Usg}*l8Fe#s&C22EEIs*qN;4#*f7sG)ebk@B2_E>i zl-c7N+i|@v_qCnTs(Y^Vi{R2aFDsx83cHLMSxIs{E=CZI$IYL@sm(In|C><^*wA&x z-zsNtUzER4*bimu=z@KU!J5>N**nc@LFrFXoNIpE-q;A(7#TTlPx+(eqVDyW_(t!$ zOdzSXuwZjxIc3s&pgll9q$&ZR6cr|Mev^**hCjd|oLpUEE>0gZZcsG|GTXAYuAv<# zm6n8YMBke4?aR5Zk|+w<%{)M|-sja4A{bHJ9q*)?>S%TIF>S8tGZH_%lu?2L%9>_{ zFa9z`IWfu$iYsKoL@K1#frHK=DY;)Kgy;}!86R-5Gkt$@yK&a$y>^kwVd5#A1!80t z)Tea?%MhyUX@ZBaO3i3Uu4GWIa>uSJ7kno82Z4pM0NNGobE72=}%CPN>f}j*42^x;pw>i&;krJ z)sy#{?W>GWnX$7@t+!CBRAm1(S|C>jO>zZ^A*uKS52u`f2oUcI(k**wJ0H>> zrwAG4j~&}5FQqi_eIa>0bB`p16^QUx$kYY0h%hU_cQJ|2M|kj@%YCFr$qkj+nr)Sx z{x6&g=-|YfN1FE-?SVKg$Dz&XO}EZu;v!8u>x8eqyWXxYa#QG73l-{BTd73uCRwTf zRx=$oAyC=%W}+98??j)j&B9gmh1LELM1k7d+)wJvff>gC#If8qPBXB zY(^hk@*D6!g9OmL%}a2$vB0_=eGa5i zR#~-K2g`_7do!q($EzCvML=nXKr1S$S6QQ!qF-!fN0d%oYv!pZ^te7%u4J6jg4%ZS zymN@Nzvj3$XO$I}kQklC&SGaq^#`LGTo*dN;PC%wfw=ejBL8JV-Q+?Vw6TK8mtRw~ zsmX{7InHF)IK_+dbZ|_mPftvAAR$O2K}K6elqUH{N%SW*tWr!N;658ax_)3qIC8i~ z+|(Y|*jQ|52?(*|C3owVS*Q#KvAOb8QLrUmk!5Y?a6t6f=>N!E?E9am_(~U@Q@-=x zeaEFIx2XC`y~bWDSOKG&vQD>cJxvqUgc9vNi8|_uW%98=&z9cg2R>b7xk6^d^f9a*ms{R&WDCC^bwec+`=lUN<8;dK_z)&H=L)l#y+nenJ zWf@Q8`BS}z*Mlk>oIM#$TOV1H2lNY8$zwQVtC184(n%HaMNwffDT-9sogii_R7`5R z0AFuwFm2}!2a3VQe%RBHm;$aRpWNb26SqDy=wb`b5_;XEqp(SByUTxef6j7i{=N;F zU@bV;*QkSS>7@~Zyt9GMg-<}cblHL&DOCtXJ)m*mNBLEKEA!dQMrE9v;pZDOLst2 zm&J+)rwh*s0WN5AvE#4f04~MUt)((>C6UX5wWXxub7jT#4eCptDbW=g$K_7xOdMTy zp6Hs)uuUsF5@_Y%izwB@Cw`v6iXYB{Z4*zwr|Iz6a7Hm5Dpzp|Hy4Bp2-@Bid*T{ktHd{nfo#A# zsx7=?wLqsVVbK14ekdB4hF8A+9+L4=baCaT8dLPEjZ4OAsUv{cuw?Obp(hNzALpF) z+r?-?q3&%&1@T5{kPqw3s~#eL;pI=1nJ%nz($H>ju{-F3figKaH$R~8cKK>lf7HbX z(qeXIw#J8LNov6+iO%Z(u;R%Zr#t+ki~JkTS^0U%p$a3^D)HsAaY$LzYFvMU2F8zG zij+;Z?2;D7-Vu1#)+>>y!UZauCRW!JI;(M=LB_kcAGI}kTUWc?tJ9gUOHU{FeeYel zCHT6tiu3i*&axx=@|&~pq#enf?wsXGd$GlqM~oWZYgEhZtNBhY`@Jw>YST^JQQw8C zG6WAeit815hB-t<@dX8K&Sj585&ZZybVEtFMDPzVd9C<4yz~!HSLjObq>%F3zN97* zT|>~j^tZ)THM`O%lUCFuC=@g~b*r#EQa-&q-M<;1u~ej8?j}CI#F?#}h@vX^v`^lw za$xLF3k+7B6{V!Nn#7b*PDvIKlp->-MM4TzP2JvNcy6}OtJDqY=ZdpR)n3rHn`7tO zcl5+HHhjLqYd`{8Uh-cA25+vAjNk|EW<^KLd0gRH`hNeRdm81Ygwm*MUhbNyo&)g3 z*C?8^Yz(`~KNFzFM1VoSm5_gVGKCnGUjyLF0jSX2 zkscBBPriwSM9$VJHBM1291eUd^)+Kx_Lv;vI$K*dwQ>-hm$Ig$3aFW-1z?H5KkPzG z*96iZ{tfNpWYw*A_H1gBRix#xp>MLp)#z^-5gR4oCq<^0KIaoI!S~%aw~(lVv3xea z@`AxX4ki+2RQ>V4r&azRVkcIf$c)d8Fkmegh2$ICHk3=`>MG@OBiF|S1Z6$EK2`Tt$DBc1zqAQ;oz)HLBzCQSweE;{YTH@UqF=tu zN4hf;$bH+Vfu7i4m(hBQ>|h;5S*@9PIBcd(LgP@VAriS-O14wr&PY+?#TF6}O;fE` zCE)rsYC&Nu7;o_C_R-^;=#bg_+}s)^-zG(%vAA@G#S(~th+#3aBDq(8byxAd@7uNI!pAvCcInaw%i#_SqAgSjXT< zMFlrP65feQ1?~RJh>__z^uTE^^*v##t@Sl@1cr?C%pi=Jh(opDhPE@U4dk6`Z~H#A z*}2Yr+PPW9>j9)E9Yqe4D( zYbmf;j!HZse!}-hRtg8QZIyoNRy14@T?WVNZ1MVug|5~0=UMp zvH0ZOGx+@Z3h`Qv=->^};xrQ3gKi2%E7|@5zPH~s+sj;NO9d0!p0>OU9Rued4tN5P zMIk9R+f0iOL}0F}3T?rNcnW2L)@H)y4)LtrE!QNZ*;eXzQx>=aOI zI5f=&B+@Odthe7cY{N%%cYnLIlz2}at-2i}1&InNELnFfjE#o}iO5l4=Gk@Id8Pkp z{Kzi0so2Lgs0;T0Es-|ES4JcCF&R(J5`L%4GwBrpOfx$v*o4+@rj`hREdr8J3KD;p z2qrP5g2_QEpaS?dc}B3t$+8@!#ItNjhi^%;k-ex6+zuLicL~Gz(=s&0M8@eT`cIIbO*w`h>ydFAr_`sOJ+SEDv=v+bb#M)MVX51+j=!N zE7MY&>}S!G&1RxmK>B9=bu982s|}vsl0(^_(~6v7eJ3ePTQ;04f1mS?MDU{lS>|~D zniWNzWmz0}YWANt02Z{666v*6)~P2p&c6S)6wuCn^71V@kXM%_S$rmtL9Ot zdbV}G*yuBPY!QHgr2_A0a3};hAzpkP<8z-yvOS{@&nwrk+!AZ=rcF@TZ16+8y#vbJ z2kV*PsmBY6^fz=k>^F8Y5cXHpNYvHTr;TvM0k}k9SNWDRRRtcML5VwS*jI^TvtW#5dEA z!_}Ej+UHT@{9WH4kVo>R8*AUGj!P9vUtp8p07hpC#^(zMsHZ16msW;%gdEDn|P_1f!!)gN>`1^ioC zT`xaQ&okAZ<8w5-nWArH`mesXh9EFp&Iqg#oa%Y~_S%&4m21yN{vgIFe7ye$m};ez zId2~nK*sK7v^;R+-=U4Mycqol_~|>^?b6ZbSnomo!u={E(C-bO-9P^iz(t`0zI+-9 zx0}}f;5(sXuFFSj=q2cfxh&Lc(4`HqP6E5o0rw@y~00rzHMxa0XD*1^KgJZM{jpZNUrXmsYAK*{}ic>x+3#-{z!LNUl(CN$Dtv%aw_U`bL z^ptdX`mFqT8H@1#TV+yztKl>}k98cZW{>cC)txK2AwK0r!=uFuo z_1}L0*X-N8o!EbXISp)NdAaVFYWKI)CHH7wJPy~v{&u4H6aQAR__53*;)mfAHXC;= z8s6bOhTRIgOJa+vMF!Qub__|)Wd@>(zt&W7afv)OQixIsn^q=a2@%ble}GQ0CUSA7 zWVNI?*@M$?u6iUo45rP_S`zH2h_ z)B)7-2EsQ{q{SJ^;P4I#42OM}%8`5BQP9sun#YM!_cC})8%{q(efT}_Dvc$=K+T^-1HDTlzUF>E!x5T|! zNjZjC_3v+IIj{w}Q|V@d(vLPxQpbcy6rKmZ?3>pvit%c-b53_jAiRy7c?UKk$m8!e zicR8DOMhtnq310j8%p=3(x^7?s4KamI-e7sqBppgzqU=;jy}fXN*UOr(J0csP7x_5 z`+WyKX|p+sM>9CXHdr`V(V~&Yd!%jV)cGtC2654o1}@r8Tb+ZB5X3NlZCz<{6}hM3 zc{gzfu;1}a6=!LP?aSyn;hv|%Xlt-yldVV+DR#JDS6%g~3I(2i-WHJHdpvyA>*Nl* z>Lj1(^qsw2`AP_Gi%&QGDa+)apJxpXK@i|< z7sXG`cpmos#QFYn2kCbqy8i9Uq`2C<0W3x{i3FpdMW`>-Z5JwTP8%VZC=vCq_ys^0mdfDO0j+83Rj3&X{&(2l%6)EGI41U(XZs^-H;h-{XoF%Jqm$v(`9aa2`;&1WWk5!_`_lXV2Q%W9^qQOUxc=R3B@3WSa$fc!JVp)hcR1 zxkY=+s(F)}dFdz1KnhApkwr>($8X92SgXUR%O&<(y5RT;_ZW#)tX-+b3*t$KO0hnO zHP};SY^+fY;}|I1KhXFC_(7iP!RY8!_g(Fl=x9rom9B0LWdZc*#m_!=xzfdI#z8|& z3ks9@M#P5uIN=KlM*gGIRV&8coaRd5Z|1!BoTyjuJ1*KNpfl^2XQxqU zYMHG5$Q}NQz3YSQS#77^`s>$+mFt4V?KG_T3*y5NK=I%m zBCDrK%zI@o&Z2bKnvsO>-c7Qd1f_|-$x5C&Qm8HCm%Nhri+Gg)crwerj7(^rQJu4+ z&$WdWTN<}DY(gIgPOM8VXgYUkU1u^oQpc+kuWx}EvRVA+6ztMtB$3P80&}F5m213Z z?6*UT_h3_`M3l=e_FkxUS(qE6?eQZB=#m5bxk;$BfAy3=0}0T}ZtSX~a5%HSf>}d< z==a`6yY%eDs^MV37kyHjtge}>pKvrw^Wl5gfvFLbZv*$8p#RZZ`--GC&4r*HVAc@1 z8KT9FM8MbTo$N%-mz&{7d&F1To8!dbO+b~zFxLXtg2E6t5Nnugg2Wi_ z2=zaW(uzN@`WM76r&W8v6(8`SWbw+KGS`Ic5%}rVdC4q!1f!6P1$>#gApKO*rI7%M zQEdJo!lV>YMvo9GH^{6#0}_+T`DuOhd)+C}qI1K~NYM>Y(&qi0r;gRh`QJRsgsAt9 zs*Rn>3U<*{T8dHq?gqfk08er4`Y;l1uU@w0O;TV((bu6V_ZAm(lj^5dYg%G|1lsQS> zDkQ)wYiTuxID~Ora(8lSyt1VwRC-<`G>*%4(PWSExvN@SffX7-uqEcyL4kj1S9*#r zrjj*>%wC?&h}mRnqs z_Y-lhuOJmtjxc`7pE^p~jVzotLO%gMJ4o3Oc+sboqCSNzOy-VJ;mb3jPVP|*7L1mL ztY6x}*oS6Q>rS_-%Dj$0OY`b&uC&6!HOn3s8rb{cl1~tiE~jrwmha3n z?o%)W9CkkG-o%8WgGOId`;qTVKD@iqnwG=1bVaAm$F9-rovYDW&QnzO9&8!|M6UJL zsbVhuD`~}JT=?%s*G#wcJ!q!K&%x#?m z#d;^)(iBwUWy?eXHjYgg%ZWJJBG&TCXMU!>z%&9ala4 zT~oSSw=!A-RDtoel{k$fAGB4b`$QoD^M*VI3I9i6lKk`Pp3XX9f`_{b`~F4{9p&hT zh;Jk!X+_IhLCLH%s7;n3Gwl||%jIL?7U4HPzRz))>xbXs6vuPx9?#RE9dA^mcO=4z zVXd%hhrSVVTgRS-E_=4zrlT4`rT_zP*}H)H2Gi?5z~5udE$Zixj~DN0QvWA_zF%E! zAb90~yuxwHNS7w95MON9SQst;^6-2ppufBUPP6^lBDa3BpU{6HcX)!;@2&$EO7%V> zzDkcUWGoauTXSRm0|cuC3VbS)nnQK`TDIFx9erUiCD;%6_(+cW&_kZAKV>B6lP#Mg zC_R^gfcbQ^T%6$;u0Hg|-@N&@>)W<8z4AV!5Pj*85FaxL=Q=4LyT`g5{q$!y5hpdJJZ|!50<~ z;(_t}V2-NX(az(@-M#uU)d|7{b=zmJPtCAONh2JBY?7{l7&lTUQbA-y{;PXRR2q?U zB3i^#g2Ltx34aPMpaLpV`?cK$&5H?X<1BY;>swh>LQFya&Ow|{iu>P*Qzzepd1J0HQCNs z%tC85S^;I(+3jLc>^9q=X(Vz2!2aJnAaw$~QUbV*765RWsyozc>NgB5?HyaSnVbE~ z_RP*ec0^&SOE$*M7AP{Pjipe=u z|0kK?7hsfp8~Nq)#NTg!dS>o23OYf5U@9&Cb|XjsZ<0*6xqd_MqdBc@mHvs?-O8MA z03+7zjpXMkB|-MHy*B2>`5U?L#gyAVv-~~%F<)%U$Cnqyxek`qbIZ?D!$A3WF0(Js zuc3#W$n`vky=L1dnwtb81p)e zO)HK!q8z|KeOAU_&~k$h`W~*snbEtOEezNnW%q~UQ~GAg?b)v?vmG(vc5Q-hi7|T3 zV|$6{eV;$=6J}E@EE_*rg77b0tdviufWg7))HdS7U9;gWfrcL6%#X(+mWMF@$!=LQ z5T{coy-(Z21t@AwfqYdN!$YgkjW{w)g4o*IEYTcgshAvNVHi8?^tkG~$mA>Bz@Bmu zxk`9Oc{F0<0>+%KuF=(gV-(1H50_POFA?3)j=o=H0QeN20sw?K35L zn&<9vx?Jo!!+n2-O^t)B(>~jG82t}G?f7}=0#e4}*bo$0VmYnW+aKwUejJ9Rp1dMY zk-Fug|GsSm*cmHrloP4qPw$ zkRrgjUDWhiYE`LM&h}Qw>_s!H*d#2ra*m-vIeD;4xnri8PyB-km1O3u(GQnwuopuV ze8N+u_6(vzj3h2rPDV{6xktLFJMz|EI1qzJig?RV4Jbn39?hyda3r2AGL)$YMQlcB zLue2F>7}PD38MD4J;LQ2t@79As4SFPlMv4fTw7|EL#IpUu2jet(U)$@UJ#uy4|k_)+RDvy!}_3gPv2eN@Lis) z`9p*)j)QD`Jy=wm#W7|i*n)3GD#ePk8ncm{X zzmCRkC;oVTtHo5yxOBFbQp@O3OGLj!I6-koQPtruo*W(VlEwUGRo3ZG7lKx<;hpKhP+;Yy@Efxv%70_Q+&$` zLGHTkDA$@ah7+?!`ER17b%tAG!PoiJ#ZYV9^cGuVAgQz^95ShAA*`(z(!3n&$%>_W zI#$k-HN*W!BzFU4{I>|SmlxokAn`pUi+TX*$@0bWp*d#x zGGNN@v&pX*c@~`j+kg%yrW*UFqU{T3$Xx@oL-jnBA0Pgy%5Efvgo0GCAj3x0o#E5pi7zX}H7$NC15Z9*)`mE; z$?ayF>RB!W&YrTg%Ns3W;?`3w`1xB?O@4S=C4+eM5YsX@^Ae)k@+lP~Rq_}3UzJ$G zv7jzdPUGc~Y(D(-3@GMxiz@S*t)w!Wis(Viyj<_m_vPIxY3{Y?6#+MVl4( za1C^9T@KSk{PrbaxS%Mw919BV8~!(?l%K61JRyr%$42!r z%-$Tfxhq;%NXEf`qkpGj-c;;l}W<0@42y6^y>KwD#Ax=l>KDd^Q)&v zsA+rj$BE9c#=7^43BLk=+Qaa%hwDeRT3F~=*7=N|4v(}l;k)OW{bbDB`*yA6Kfsl5 zz%KWMx@j%xZNew99#`we@gsLH;2!{fC%5}XO*-T9rEdN0Vtm@P1new}Q9m9R_{9Av z{@lAG?g(6`bw+i=*(9rRu8Cfg5+48A+-dj8E($zwm_6s9-;Gg)L0pn4A_fu>8JuVI zA5DUuUM!7g432mYw3mB{Vot*CO!dvlLprkbT2cU`@_4b&ig!(hlR|sl<=>NR9{rz8I zVUctELr_JN={nS{@NbvYhD*1_Pi#xBHykum*0%Q-u-!wxAQ`Vv(NoZx%DU5pxpPH% z41DyNqRaM%7MU`+YdkZgIn9joMg2Y+CIU+NNN?g*-eTa~2lvz2IU~CWn-uklihA{s zbp1j%d132eq~CCM`q<|qmf3PyDpt{6zelrqxD<_{@x77T16r!3#Xnh~Al4XrKm=gu+)7_N?h6aqQ5J8xgck5rB*P6ZCSs!9I= z^8M}j__+O!Rn>PhkDkBm&b#+JU9E24Q?-C9#|TiOD+OFSy*iq=Xk0Jq#EF+bfvwQs z>%F`$)ZTpj+B1_pe(aXJuZ~@@C-AMpJ6iPdA?L!=0CdWLV*TFJQcH4V%-))Xfd^#msq zC3$1(%tznR%JvF{= zW)nk7im2H4bx5m*L^Ft4KqvAo)14(=(OWr+aFya~wzh|=9lm}3{k^kv16-9Ztp@k{ z4^u{m=jq4~Nu>xnU#nd306Y6jlzG$Mw8_^O)wuu0+FJ(4(RAs8Ey=RTVrFKtWHH-f zW@ct)MvIx5nVFfH87*otGy3*ByR$Rj?C!*k*{y#WUENjHQJLrDIS(}Q<1~)o(vnqL za2axZSrkS)G|j5qGg&iGMnQs{{79D9a6|ki&wN}EvRRqe$;$606BNR{?&U?Albjv;PT54yz z^cxK4OZY~tJ$ela2JiB+^b{fR%vkJ{_1j^#FK%)a%AKsP z>89nB*su@YZ10wHXE-1VJzG;zM^}8p;%LBXp*|>tpasbn#DaD~M;lqoAeNn2We4qc zLoBn|NA_=gI1SjvPDDJgCf&}PgM5+o{{qYpden06qF*hCcwg^pbRABt6>D_59ytRa z&Th^&uYEYDx7bV6kJZ!>Mo9>VbaNW(`75O#ZC)+=71k^?YdTD7X;(mBGZ6xnS$I7& zV@58f2S7ao4~*o2dJ4q7ngm}j*D31PCvVoXrQ{^tnjT7`7M(8dm1?E4MJ`002dEmk z=Og1}75h&Ftc=y=7&``btxfLvxTB_#lNtcXy-7+R70ZW29~t@cIHvSS4*>bKw^f{M z@q+e!X6gAqP?w4P2tPKRitgT|tz=}*HGoaImI=~YM2FU4<0!DQhAak5i(*gnl~_Ec zx^za1c_v`z0a2t2SlvSy5O_hn#(VcT0e3&Q_V2ekQ`lGV>e?zxzK5od3W`H6S$cM> zgmBy~!Ush@W;hqRt4O;&)M@L&(hE<(>q~4#BRQkjEAK^rN$ZK z<&B^u)0yU`=Of39^fO!o?)iJ=Q5qldUx2Tp?s|%Du}Aw2fBQvG!N{Y(O|oF}Pe;l- zu#aM%p}zo28&K5akh+iPmwmAf{S4<@8_!$J={~x!U1t^9R;&1uD$J0L_EL_=3|yk# zO4q#p5N!X{l)Lz8S7YR5ss42AW2Tk)^dOEn1!p=@zT4}UMpd+(*wc=n^vQg@ll01L zvcaA~Z>+vse5=9tg7scN1K7Ks{!OyLNhmiO%=58l!3s*QbBNbg#Z}N>!(Si zj}M=`F?8ddyc6U*<(od#9XF2F#zfnERhk9Yb5@Yz4TTV=aN(Z7gUT<^>~wU6`UY&sB1nT2c=G7lhjXbRbN!VcPt%&mPK7HmKxY;0`fn!#9B?MZt`; zV#0OjIWPYmv0RLrR<9wAu}&~xi&uj##JD+OLS#TEDvOra zae^(UIT62hip=z^`x(vYFsPPB=p`BqW*8CczTOY@@VTe{5vA~CcAR4kuVP!$YwU9Y zTSWN)73?n{HBRskw$Aab>Ee3w_08A-(s}UsrsA4CZ;|P3uV{3wpDj|`Ux3MJ=|5Wm z5EDt5M48m{lbXH2(Z55@aU;rh4w-QiJ=;u1`iC5>{we;Sc%3c~lslyK;Uwu|Cu6TD zjNlE@g*T$&SHq2;(_+%D+rm36)dlFs(Bf4SKER*nI@MK==dY%x22iVMh1iw0eK9ZD zxGe2gnX97l5s;g=7FfXuS8i2!?Z>$MkcLN{D5sLr}XZ*j^{*npH63Ovr=;>2o`%^Tcq zv2dG2*jAqd-GD0F&BTXpJ%wlMY~`b+Q@V znKtWZToYR!=@CMAOmE`XRWgWY;R>iSawdIKN7q=~M;XAIP_;ewu|es7u)TDgj4~7H zB49$zq2`!xWHm;I#znZbgCea0$wLn_9ud<^6OwH;IHbzS%1x*jI0c44GAlD-B++JD z-=-}0KxF|UB#^cw$XLLN=$!VX+7XYSU$C!~R3EAk9mEL2$&vRg{o3@wICDrwVThZQ z$m<(#ca9O4VX_&ZavZ!}BU)Inb}%Pe;Q&GF5i`;D+l{Rm}LP<-; z>R5$mHt+hedt~TKaf^GcH4CBihFI~ls9V*r1qQJ8&}(yn%O$W~wN}&23T3rO?DDm) zZQ1rd0#~6kuxXJZRknAm1sNrE%BVoqZuOKT7Y2>ejw=2)3LdN;61;rR$c{nvj(&Ww z7^5MJBbm8nxz?wFG%|OpPq8Z!S*mXDMmv???9qUGpGa7|*5l39~vGMw7F2 zilIo+p0((%McPLowWlATqLxV#jO;XAZuOi~Nr9TX&K*C{ECKGN_xBvnH)c zl90cZ4Q6#(6n)35|3!`#Rhy0re9M_i);-NXccGho@`Rrl5v48-X?k#b*G0z|x9Ff1 zFlZ=T!PoJ-a3vUiL_ueECmol*n}~{hGrxs0lsTt0%yGsbB`L%0SJ_8XQz65bXdjK* zwfr8M=@IB+Rw$TL9`0Ihn7QF!;xr5=VYm_5yHUTrsL;56l(jj}vozzX8CJaeQ=p>b z{P(tq&FjVCh~J;}YqQ+C*W;7dB>``v>N2x=EmrW*AZaQ?PSc&{+4+xOd)XY2;? z?JfOtvHj!6(n{FJiuDHpesjP5gG$}5e9{P=I}`Vr*TT?U!Ry7bJp8dhllg1T88lZ zmFkvT*H|mY)|O0!S%+|s;FeZ?tY2u(A-k0NwBE^jIMmt7LXmrRQA{YvaolVp)s}8+ zSrXe3>ru~}YgGM>W+t#RAn9@kFX{xHyqZs>^mqbZ4=v;c8nsb05PkmvQ0;cTABxQX z%B+>W^XTS;*szWJr|k9P!)LSR9v;up72+M33sNaDAqn|Bjo{4q3+RiE!0PHYyjOBF z_Nz4qIUvL-!&=mY-77dj{v19zS|cNYwJB0RVDO)nEjZLFCWL5sH}xh;aV>o-h4yeF zXga2EzmZG6z)+*%E?ZF*Xmq*VKwVXF3lS~;?c$n}gs)#W`{uJZe<50NvC(2~x%Kmx z9eORARku+Gb7 zv&(F^Xik|P*+OBu90HkN9b5Cf_GbM$V?S>%A|pXBTXt@9#;C|_>1IoTw|3c1(qrh} z79VcZy7@fdi?yEribbc)TAeV>xH0uD>~tiX^AQm@TgcA~5*^x#7&4bY0rz20)KK*56-NaQ(GO zg>lTJrfHMTdA(7YE27zWA+bSPae(Z`T6s? z*f5`Q>A-*|c5l2BsLB<__XDkFc_n4Wv&4aH-!Z&6o)KEDm8d@f(6{L3i}>T6If~j< z95Mj;vmq_m)1xs9JiBHvB(AwRH0v}yrxsbi!mWEp0rsbH%!LQWs|@e5935$US!O(^ z;x3zb46sAU?LK*LT}Ic?gJ*}P?jh}WeoCu4IJU%f9u^w|l_5wC-5qhXOk%j#vBE!2bZ@;|)KBQ3OXi<`V#DlFi{ zN&xaTC3KO`@oX`+(qMUeu%l{+jCIw(#@ME&^@XOAM*K`_c|qwR^`3|xB^IvZkzPkc zK_0#HTqUjZD5PEXN>%n|q0x>HOS>eSlQ{4Buod;nvpA&hZ_iyT)zSxG{sBF>m2y+JviYCHy9&3OYB*UNBmh_SJMg2#lC1&Y8`m0o2gTvBHPA8u89kG z+7c7op!!Hm>9EL~T%xec3L^DG#EKgv!+cX@olGh*vm=V0b@?6t1;4=I?k)-yx(hve zPQ7G^k=v&3r*a<7{YzQ|UZ)qCqED_qqR%hs0hKUk@X(L_kX!`EjSa1>aiYek+euf} zCK(BxZ2MA{k`tN|_=vB+(A%%)FwIcarcqL=uni4`?NrWd3?< zFqwV76RsOh>OMAKeeMU%h;@>I#0j5cjted_%kjnEE`63i3Y4r5!)wL=`-}cZ()-`u z+y8l*SV=VDo5$|BwUQxpNh=5Cc=#>+t81KlIy@44lVuyzDY#K3S6rQ6Fa8jtUC26w z&U3hMSN0ET>E^Tv%9XtOvD2B)FGuU@=Ky9&dmHu%b5c=jFoM14&e~*1v77`{PwpHE z5Mf3662Z;{8{7{Xsf={!!{Qt^M>mW+JLc5mVf=1DmmA)bX@|m=Z2zz`(HoLzQGo3f zYZ$mb$m^%%VjNs>5~M3BU82E;-rOKq*f*+PjY)l6KBUuyvN>G{JSyHUz(>azYU8`D z*6Fen8YS>w+|CC(%d(u9(DE*9S*fvdiLIOQ+%&^k4sT7E1!&a{kli+8{dB4Z0n#P5 zYlxC@rhaKk+wJ+Y6B?GIwoe*m#63MetLXoQ(X@BzFF;7+F12%jDx3`-yJ*AWL+Cl5x;1iZGvDV;wRc98 z25hn3nb+WVw{n}G1T}|A-0K4s+PlX|Pg6Zs6lpiy*#OIa@%kuC=ECAjIXH3`s`1vK=lU41D@RQcVt~+ke(k+?>}kM_AmAGrlh_ln*mN;r>_u!sp6(LwEhDn zg5Z;Q?24^iULFtAFc;RquU`Y+*^>2!aUbF{ZF+Y;-s6pmX6!p6^5$$r2*ioOG{Tyf5iAM!$^|NdnS>x;%vhxm?_&*tm9A z+}v8xIUJqqElJVvj?WNuUaw%C;qZ}0-wyxR2ECD5hG)X(a>`JHd6aV2_D>pzU-|KA{}&+b@p5VH$TlAr+i<&|(98mV zY-HN9y#$ghbAo$Hh;3>m`j`bgdqHp#&871#-f0@x*L9p)>)E#UhEOMPUz)z}f2OaT zZ15(}AM2`D{zzuer$Bb+ru)>M4f~KH+50*0J4lN7?CcCg#J0B99J9o;Z^)~HC+G!p zHqJJmGV#pzDNVSn5zRac`%i)QU!w4T8VENvWxF~$q-Y0}D!%xSomMH-AQOUVRIa#o z&;ItS=@ViVk5poz<8jVw^wLtYB!dozpOp$Di38zJ&;ZQzj(PXmhXa?FHymp=MedH< zZ)RFYoWs?QnQ9=O6j{85%zXW~@q>N6Xzs8KTmb-7yB~b7^(JP=XPu1iUjXl?=3l_) zkoC-c2M7Pa1=NRR_+LO!;3ekDMP$v{kB^M*^relY<^4KqR8?<(i@I$F7tugs{btSL z!b%tM6`(Xrc|rwD$RHLdlF8_CK(O68As?~0b zaXlb?t8rk78TzJKbWb*@%bJ5HZFZzsld!J-<~UWtfHNcB@{QrSP|g=dR0RZK{`bnY zV$%p?$x~uy$-KvtkA?Kr;EM#oXn=$T<&pK9eP^d;JY5BL`1u>#y7HNe3eM($@@ls* zYqD6h90x^y*kh>$zufa(vD2{0K4eneINR&idvyU3J*lV8ybTz=r_u9&GFkTR`z;S^&?_NrwuQp89Vp8udOeECRmuYcf2}jx@+FUC8F-W(U`taC9>q`^C7%d6w4PB zoTHYcfjQ#gMpFGRbSjFd&S6P)n;5Y-a+(@AwzvZ8Y^sfPl0!P*FBlB2G}sAQ?l=xF zTT*OBBZKy?u$L?9n5?wKr_`-(k}oXv=ij3 zUM*hYYAjSd4_AEcE?Z=a1tiz4*p*X&mi0@N9RJComp z8$f{PPI$nmy79Q2yqeC?rB-|n>ZU#5$MM$Y73E9{uT-cglNF?|I2Tnx2)4#Fv45Ft zALV$G$i+tSLmN&yi@|Js^dA!ppVZtQb7bu>!Cx?N6x4dE59&5?@2y?-3s(rL^!XvH zZLII~cq>9`IpJ~#I}0HX%t|En*)Hnnx$e5_`EalYwIsdS3Ev_|O+O@$V-|0FGFtuu z7AsRmJ7f0s9<`r9PTO!h+kD<`pJf9yyH;7 zJ<1q4b-3>%sxoZT5nS3_)4Zm+vm#qzVtspDCz9Ib+?i$)WmTw%5D<-MA|Uq#_RqI3 zik;%KUCVp{H>7ZTc&-Y&dF^4%(UJV!R@OCc1fq;&@hX|YO(n3(`t_@tk)p0=2!R(Hu*{{#;o} zDby&Iq(7I^)M}oQ|08k=^QZws%FvI!f)RUrveE8<>2| z)|+3!Pb>)0NHlcnS{9jWF%YSXrtk~YfRK2RHeYJ8+=;!y#625+%QE7&=@V@4yAY!L z31PA#W5uwCJ-)OUiOoT6J52@qHXJWv`hBaP7lqlfkn;R{8aV(|PDgx~?t2d1h>M7J zGi{;+8g=Fk)l}hai*g{V#JVivC|RSQ0KcnZ`HhVJdESwiL+IzgxsTck$rCA7JNsJ1 z@8?6>hI*h8`DsmxY3n;_V$DfHh>#5ZVeq>fHSlMa5RTxt4&#OfKv~d)_M4x(LfERxO544oGjHJ)2yeZz} z&mAQTf(O6quo{El1Eb!s$Bmg10!z;$w4B=a6dul{o<8iw1E{0#a;3l&*-wuj zRb$(lEC@)8JGKPZIj`yDtv)h~XAKe^76lV4M#+E4_%Dw7vI@7|g zJxq9+;Y4->4{BY@1G_b(hLoY9UfAb_Dt|S;1POU6f&Q59p;%D0M~s5-=&pCE^Knw@ zriR{hL<^};QZ;I}+)-S#g7e@>L;2NO<5S!?pMLYZ=kYuCdfE^7KzGPRq#8P>Al4Wn zL$wy|jnpn}(^zvy@eTvn@HDO=AV#UW@}vN=bfaa-D0Br^&CpJ*v1l<6M&KvmEIRMawZ`zu>Ai$22$~#;^3wKT!fQ&>aTkvXUz{h>B@3 z%%Cm}N-US5M`{;h=dBi*8TN||3gvBHdGC}Z$mPiuiAVL0i6BzEyN0?pzqL1dk~hcY zO?g5)Y9Z{czy=_K!$yezTNy~w2)7T7v=RNJA)lQk`;%!~D@e*N#AiC{zob`^$DtU_!FnC3-)ZbU!z9#c_iP->$0vr?MYq4 z%8Bg{?-Vbhy`!P|iMcPwGk0PLVR60cIm)as*ru+$JgCz4sN#2?ry%tgaAJPYZvU%M zm%>SNtjDrcv?r)%cnEf@;7x6kJuJxu#?{01Jv2sEXQzR-*b8`nk{oYnE5y2ukLf z9~CcN219mUHSMG>$sX-fZ^Sej8vDiJ&pZLCIlayNCjKaU6uJ{Lf_OSdw%`evcD26e z&sB+NBfGS3dcam={b%d-9fm!gT-AWt^UTU$b&IwO=+kLpKosjIOjPKg2#T6Hk`>;5 z<n^`j;hx`u|!nYFsArCM>36 zYFQ)iQjZ$ifftr}Q#_%{<8us$<)}4hw+sf$9&>?1hAHj@j=9Ei!ir?%s1$YEHko#_HluNP{#p0%fWq_8i+= z761RtssAOx{%0UeLO`uZbT=W{A(y=;7rW6sT?-B7SGvUVb)mj8&reFXJzkzfpP)+s zqSWKicQ1^exCV>8>+$@JyHx$%_@690kDu_~Mt&z5yswO^y5Qa5-B#VAYT$@X7u-d1 zDh*+_tHkRsATrb67a6h^dJe^}RXe+Bi)l^)_8yr8dOfpZ9RQm{8xi7_eS^VWVl{kZ z9mK!`d06V0U!%2rc#cnj5$#uq9HZOE#nikvbvSTqd*2n}K6nkwdOITj(BSobzOFOk zFod8na{o8Z3LD=_$;yR{yd1K2m%wc)cMIK`JW7B}LKUkMHI`_e5&-#rbh&PFtfaA8 zkQGoh)KwX+cM_i%-KBNdbgGUgU196+eS?42aR@~7;>ktovZZsK%pq@sX=p(`P>hbK zS5q+;uVy78#*|!Mx?iX{3+JI_MrTnMQZl!%OwCU>A{IhM4Ryup=Sf$D#K>HDTn%=g zAHibgdHrW*a+%|~wSn}m5*B3O?kL^P-cA_A@8C+ei=(2@b{l-PC049rD?PTNQEj~4 z1sl$zxVy6Wj7LBZ6C!^RmI|~O7qeUmof=+uE(V5&3Job}h$`vsu8mTyc8xe=xRz2V zQk6jvdn_Qvb~m?7{ORQi!RGgc5YJ6?NS3xavO^s_Vj)00pwy#f3hfBMCTr^aG`5=- z%?WUA`U}wT$zGQ?*cQKuF}tyOl&~4p8#~ZiKv8R29HuXYJqxkyz+?Hx|_ ztIObf|KP}GFj~pnh3$;$e0^Y;HWX3ln{BzixJ$bUL9E8*Y5LO`aMJPf6CbWRX(GiJ3?rbgT|uCwa$1wULE8;!sBT+hp^yTgk2Kzdea`r zwZ#+_%Z(c2tfOJE#sFOqC31r*uJ>9%@ezSvR3|dLuxx70P<*nzd`+Nz4T}h}Q z3X-_f-{*j;FnKekoC|5YC4ct-(p2hs&L$UFvMPh#MSJrhvBb^vUy$EfWO#B7DGnWs zQh-;v+%H+xw^nb9#&hcsLvNa7JDSaGgh4v4jp*}BYdWXIk$xXHdo?9ruWeWCPjOv1 ztz_r#-a}kX@2eVpzi?T8C*<_Ks!Dm(3-DLXwU1EXg0*jLAN` z!#t}gwR&v8?C8jz-h^n(Mg6N@J@P=!RbxoteMIBZx zng*YrX792p$Tw-!J==-;Sf+lHr`f*h1P9mI>9T)T-p$;`6ZAw|iRyT05&CIm!l!dC z#?kdq!>>$LkoLZ)9*7(kZR$Fu5omBZkh=Y;}>mB z;O_1!$_x)j%y1CwbYYkZX)2isVu=QcPU1C-fGqxi)yyfx^SWEpFVN@|)nvDgwgn=? z(eMB}RVyY@TR8nl1qv3hRY>qTU8YUZPYxc$4OVEgnL!u6W((XD6=brmk&5+Fs~yhR zK%-w|`4jEUid*7Cxv?-3rZ#g-A$iQUyBHNOHKvxE?Kd+rzc=53iF^Xj0-1#9( ziVPc)2^;O}1t5(f(sHmnMC)mGXn+~nQ8eb-JttNYrQ0 z)qI<}2ji1dPYS=q5*dMvSM8#g+4#w52VX|rh2h2X+rXoxzy>KTc@RDMlzRI~8(k1j zY3GldMl>-p6cUZ|*`ny55>cggv=tT{#@9wKdcdq^i3PB2)+3ORB4KB|< z=Q1N5oxl=$Hi!A9GJIN;=hwTkJkI@g4f_{*UC)I#hCXa|TCra)3It2qP039tmp%^k zoS}^cIwI0dfiVs@EXhXnOEyco8{@gitjy_8eRPk(1DSW#dL1K7Q&zwICmlIAaaJ(e za~oTO7rAod>XS$Vu}jbEQwXYXb;iuZfW_;!;6WD7#iTmes7hi_wSYF)#q$q z(*u}b6;*wnYA2iGOOs9j!lx>Sy{<<5GpC|U{*e5Ix4(E89f312GFos9sUolV8g|!n7c{kP z#Co5ahIge<8%$Bx{gke@_G3pT#j&aI{yPF(p!miJ25|z5_pK^N>;2qN!6@KyM&kWN z>khr;-R0ucrnACc%hu`SH3N>OLuZ$h8%il7&h1mYU_46Q%}q4&mj>iln9}oU{4_gE zA&@E%jnDc-C&P6N>fToh%eTrBdw0B|0O<7+wTR`E)^rsy&uQJ5Z~KKU~k0 z?$nt!Q%dRAg;j%%7&VEwTkA3zDrQ9;GSatTN8nL~{Zs5nXgb^(jIkwXi}~d_FbeJ< zYTAwtbYX%gZ;9Q;rPj55#}Z(;N^>Lk&)m&<_U!QBm4ISZI`<#7ZGofsaiiXu6?P5h z)VXeA&Afe>8h$ZWk=iC@C{O^oxu#JJ>vf8}*UFwoS{e#v!Bkf$iIYyBxZaIFOu4U( z-%6P7vu`b)I;t+o7dL5t)Li`~e(N;|L zT%T!cp~JOAh~FQNwGkdz%wiWaZ)N4At@nk28v^Dt21fsb%Hg8hPIelHpa| zZ>`akj?_&qa9YGbKIcY=+FbJ*qMX$~Adr9SdG|qHd5(RH^1JYg&LdLtuf^nu1(2(; zuPm>gIXXI-W36(D{{igzKBfaC{Mt>IeiRxrT;$jAsIH;ILWJ~gX(m$i)ofbPrBjvY zli@2US1oN|g`o+YQ3Ummqvi6g(&&MwKXks-o9xvyuNhqw_rTY<9OvMQAEP*SKBDw; znH4adNn%P)kSVZ{c+&@G86iNFCd{Hot+&p3^~@e~Ni|8&G|j5d@Gsc+lm%x)@~U!_#mK7f z)$0i8w!Ap7HFFeug4Wvd%C@VTf#CG6W$|Rq>B(&uj=Gbd9D~j}FK%iqJ=dT2*xwMV zA+wCP(h+ReDk9e6jFy+9hP9*eAl@ymw`rS~Gs(u;xRz3Ev_WOg97F*7(<~AV)@!GX z;fllL4ka+t%i;KAFa7)$NmLIi{G<#-xm}}adEtcl3vgkbVXxuOns^cQu2V(YM7MYh zSzIV>ik@6eU)w={26*^Pcttv z!(HaZ_^!ld`BG@LvqMtx7f|}6>n}h`J?2c)c8dQp1#?2mcdz&paf`>IXou&c+ye?&K|I z7KQ3wU#E%)?v=8#gaKT$lqx?QOtp0+@A?Igk!FJJh;n3gj}K!fXdC@2s^~xUeEtjG z=zsQ!SWaZ#`ww^PjMh-3_Kn}0>+P`pyu80*hP4wkEr|G$M^Rr&`>{evZeYi0WoZ>Wh~57x^K;F zGne&JjwUS$H?Byne3*}pek)FO(|9V9=pJ;8nzTcDcJyv1hRxioJ2GVQ9-o>wCr4OM zO+Bi~YR%~(R>lKLx)}+DHscE`CeUlFS)cU3plT~T@s;14F=!0*tnMpXzCY#LAxKl^ zm=yI5B+y@0KaTK-da)yCi|6xNxv`ws(zYOVJGf91x*da6>Leic>#r}YH0Yl}dbQv_ zIX&UBFBk5xCVx8wItyR+INHLIIF=CdY?I$wj0x~76ET<8XGNl?(>MS!!zw8lOTW4} zV_?9G26XgkwM_<}LWyXxH?~^YomrOt;h3{u)$Z=U?K+iQ!F<+dzLqO+lq^9dT$P=6Hg5( z5=v)lrQh7XeI_fkf$wX}S~X~xxGgd=Vay7(%RLOm1%7d9G^J-=g(tF6!|fiW({Apzc7r&E^Vwl%b^=#nV~KdgGRiULjS;#ZXM9 z(a?C+^j9#FLh1xgDR4z-Xy_THHY*c@RUHEx;e zod<#NM^#@lwKrzC>K4(TcRFWfWzj6zBPC0mgu|TbkYq(p7_09;-PFw4`TlS*%*Rw$Ja`8gpv& zCB_3-*_5nfY1XCS((DP*&3=7m+0yuEwJ&j@9;QQeQ;QIYTb> zNZDGJE&hSm@W=!^Rg0*g?V!BX76EcsTJeV1-=fqp7^f(MTEsevm@|e14e?PfKt2)P z1=mT!dTo^%Y+kcEJXV*vaSD>D&1P-ptRJxggG>Sf0)l)5!x95{eq8L}&?LDagDH*x z_TTp_oY9E-#D5l%JCR#|&&Le1^QAfNhh1Z2Ks*j_z4jbX;dZm~o1d zMSRW@UIn}7!tI`H8uwU%D#%Bq4}Sr8HmH#Wo2*qGTTRl&dP(MJu6$?3*Ad&R+-}=E zGf-{6h=@{4d4;&^lLm~OwG(AcvU7;h80;7^uF|R)iu-qw0qHi?>(o568xo>E!yHkY zy@Uo8Fus^Qppy70zh6#Q2|lO=!C>NR>z49*>3X-K>(uHki~n5eGt?t4pE0#$s-WZ* zW}V7QsJp@%Ww%{Zo)i+Y#H5_6A%UQEmcDljlC@eyvi=f(HkPH>iWd5ndC#6-F%)?A zOz)V~e*L*_wU~lp^sV8J%awOtPU2D{4aONzMBAUZTA{6o$7C$2XQ?rL(SZX%-|CWR{86Tlc1xFKbfDD0V1&zlQ z=1sek8C~&!N8X*#?99NZyFCsCZOCWFE1L+;PxfovYy!c(aJ19C@(%YVdWB$?iW^U< z-dngctj#i;T-k}C!PwZ<;edV$km0Nv6YFtFsC8y4uVVfi;glXdOSnC?xdJwT;xuQH zjkF&Sigq|&1N`u-AGIiROk)??poNyDatCm!|1@;r@cXmu8g!L+!1F8C!ZISY?qjMz z$26{2IX51MEuq$`x^KY!SRrNqDfX79WEU8=h4IzausRu5lcOpOpKMC)Xv&3LTDkm5 zSUE=h>v+92JugZFFo+4_U3{JbAy@DFvc?q{LE2Kws;4XKvi+nss{a?PoTHInFkhOg z;azsbi%jSk@SRQZK_~&zbWZ;-NEd^0vsYX5Y~^2G0`@qrkFq*!q7X5d+V|eC*}s<3 zh^1jrD_liycWNN}VaWiNbIfhY5mI3y?S;cl*=4S$F0T`m->c^^QtCT0h;4XvygNKc z{lG@5MKE|CTBBjB7F`Gm65Y%SncXjLuLwj{O@+}TeUf7iR>pcB_aQ#@MNGQAfFKzd zkVTKo2W?`D@aJX9?a_rsq2M@sSg9_BLc4*2rkjNMo%!+G!WZP|+{X5xYwgV?JP=Oa z(Yo@R-3YuE003s|x=pC?_;LCdFu;#adA&zFnpbbUQ`OGwUc_|!q`x0XsB!n8kZDoh z7D=Wah@Er^s&_~LET?3$heF@oo=NB5;kP2&zFygCK8cJ~3(E-4#Sm*m7A&6@Hwf|8 z$Vz?_q_)I8F;Dr9BBNgDOc2*j)vhLtT1s7-tg8FGleWTP=x1HX=5|7`A}-o4+7s6| zWy=H)Z)S(UVov7Y2piZJvEbs?_F)|D2?Y3S$f>#m;P2OZ9G-1UH8V8Mr0u`13_YJ5 zukmh-8s+YeDI49e9-Mj{M&5f}gzxBCghjeNI#Le=NrE$8WUW^(DI>{6VP0H5LlrP% zM`>ad#YNlT5@=mIP!Up_TaudZX=qQMswT2P{QA@SAR<94<$2*x(D3~b;#9U!R-j1W z?3{+si^x5GIrC?6_g)W`EG>MQj)oCE&XM`BD1VknAgMm{*IJc}SbMYf6keHMKS}v) zE&>oh3Q7Hc>M4cwl$%=iWkITs>TX-|#qPR^$X_L4h>PXMZ@bw+k^ug|uigGE$&qSRpJ%ToM^AS(sot#bC6m%^?cn)y83U2 z0oBeC?1=2X7fm!A2Ew$s-aSb9h67Z2R*2dIYCi#1L}HK&x5fFlq^_l;4SZlq-A#Hl zy*+rBaA5#jpfG>98-w}`-0JfT(ocf<*-sfa`J0om)V81Y1%Dcsmi8!La6iMXX0*g= z-7iYNIGxs@tWy2R&mVzcU^Gb9mSfBx{Qh*XFYPu~)3{l6*yVkgA+uU7o>b@r)%sL* zj8_A2!k@r(_aEABe2QbOC-mwYKfOO+^=U;H^zpVU(6hsgd-R6ziv2aXRe`~lPQI2v zUXZ$7`Xjtk1Z6nL6)99t8y-ri?hc+`!y)ntiwlqxTIqP;-1h>HgZbSrm zWP0kMHD{W35*qOo3%X^x*wr)d}utd<(L*6U2Y zC0o+5+Y}TsM6w-sP)fd3(&^-Pk>ShyNa<&GUus7BPt31h4$W$GT~^-{RjT8iN)Wze zhsO2wVCuga9HQ?i?YkLVRnv3`puF#D%57YJ#}bvCcjbCrN;aIIZN0vj zzOQCc_Z{L`Zo;*WJ`ewxy7*ej&;rrf%wq;B#r8Z_WG?&#JW5o3%KY-(igJ|w_syl^ zO)J%9!?WE@kz@U;4TcTP;-OV?+n6PNfV`&7l(0H=+sY+5c}{7BW;?us{Qi>!6}eQ9 zRKCq`Dky=mkCupRQuU1ybL+&kbE%&6u$E=6q_dwq1+m z3y9vVO$PfOuF!-ce58uGuutocnOVBG$Xb6fR22P1LDu$!pt{OaHrl+B7k^a494>CD zID4mjL>+ZpH2+uF?6*qhkpsTs7m2NOU8+Y>&pF8HVL?~vzIdx($NG?t*sR}T7iFm< z9)TcbBl(suL%KdwmobgDwkmxBF!EMJ%Te>?7xkO<|F@EV>ja1&i!`g`V6 z2bp99u|kOb2LJJAO)Xd~rVh+a96~w;C;awKge=$wMzmfeC+_k803Z&f z9XvOUx@LXp)ZA)O%CV3RB=fnfWT7Ogq%bh!bhYpon{RVQTU1y6$wGmL1qcl1%u+9C zws67A&LMo>a691MGzC}2 z79SDCmkAzcmI_wuw-4HO^d{xa$F8-GQfSY`&e+}J(ii7MJT)kUZt#Jve1rVxwZyGLOC$9{z`*-3k{esU|QiZ4@{*A=2v5 z2{ze%TdVOTXJoZ*82*Q^avKMTgg@>BLuo3ivYV&QrKSWb^Juc4s33n3IkIrQ`k0#Q zpFBFlbVbej9-O7u+~s`ghrBn9tPhs7lX}m*_Uwa%>hk{r;*vu?6YBW;RAxqfr!wAl zy+6{g7WzA07oLoKQwYr-M5MNUt5+<2F!GPOy7)?Lh+Yd8H;8>YfS^g5jOWch*}LlP z|K2H6_ni0(2=y*I2sE+4UGCn%`3unbvBDyro*03f=p4152F0ubAw_l(w~NCmR!R}q z@eS(O<_}0PEc7~KDAF{^}E)jqx)VimW3#3``eL?AB*Dm--=asg%Gw1)i%UFnlT2%a8I<&%<*g ziM@y2`9N!4m0`3x5m~MOMSNQ!v&59q#Zo7>b}jNtY8>_z_X24sfF)2~ra@y#XJ%Lx zHFnn*_P#mMX^0|4DHqOhJv_GPDa-1tl#<=z=Xjy~FRu43t}#KPQYVOpC?SwVQJh;` zxpt*<6wtVuVsdP2VCkEWCH35tATc4#p}JZHaZGLWqKC9?*7APS_S)K#@O5$zQ#MN( zMg%$Y)cC29cXRK(f zt)}aQLCXoVEBZRc_H7l`3!XXHre4nCU;*KuUxUCo{8R_-I7+t-4BPj0t1^h4G&MKPqUVS;)|6u4dY_t z@(zBNdVwJMWUvfzpcQHXx~jY=E@9r^8y)Lx(lzgOWcxGT0p2mwAlGVPZ<1XG(WWSk z;AV=>mQ{vNWBk?DT2BBV%(_Cpz4-UVL?{_cK)&``p&9QJ#A}L=9*pgf6vzR!vTQ;| z2EbC~#v&8-K<$NSzYL^|Snb^BT)<~n^Wq!NrN9PGwJeW=#fCBV*xDTdqqbbp+?;bk zW@v2&ay6r%E%7NMsejPQsltdaA@M!~_8SxF7!-wZK8*OneT>47E{^QyWpex-dCJ zg3oSS#?Z5g9_U!&*rZULkKn7aOk$NUpEP)KE#MIwM{>6_wcY6T@~43-rX$=nY;M*o z1ni&t5>+yjhYGXySU4{2KZChDU_S4cn3LYDah9CqqJjT$=v?{f)Sx3LJ4Ju}Zm6R2 zCSk;-Fs@1YErG9!-N|ob2Cf-WTe-kEAVV4dEzVTyo)c)~r<=*3Gy7pnLIx#%{kLGD zW>z&Wb?Hu*H8UvVk}7FM)z-#K)z+s9P@p2ZJJIV=zTu~yw4pa3;jByYUM?+UNrgouwWZy~mUP2Ge%s9B_f|a#1 zjgYJL5^w&IZg!34e5MBz{v-QgdHD{`He~HnGI0(4XyMQ*k}aF~sK)ihNOlHVmiz+o zAfgbL2Z~@xuBOx1>Fk*kX?7izQSffgaNJpQP4$p>KIC^>;*H&nj@0T@XF{14nEAYB z73D1Vym#}wTSWDT^}I(OeQ}_w&~$~~(}YNgCMjoP*5caN9>Y#r@DOj&85e_i+2(xr zelO)a`+PI=&~|ulX#(K2fc3-j>-tr?hY$1a{Wi{kyU&rN0Ta}Mzq4pSv;|bsw-j(O z7=rWY=9vm;JtJB##lO&-}8<#$1?V>b9m>r~SFbyOYq*bLz*Fkj4be+F!Ny&)d7v4oV3QqJ38c)s! zi4xCrj!gTwYz~J+8$X#gDKB_j3~`tjl2hd*j*m!lg ztK`>Z>LSNo5?biQ*kVN*LY<3qW%VM4465;q&nw|k1)^0IJ3CzqZ%0>iZ&w+(qb}!y ze=)LtNbyAsWaJ0D=zE+ZnuaS*4ZUp^(=M_myL4c{_Lxhd^41f+U#e?bE}DPk+`F^X zRE{JSS@5wa`a6>Rdz{N51h0kc+GEbKWrqKWEBIOZWV&R3lNPCnfxfc0GPzK;T05r2 zRMWC#YztR0y)(tmR+@S^*38bTvVf?@R9qfFD3jd>kK=J3jE)aS*jV9A^Oop;;DeTw2SwYy#lB82gNd#EW#!!RIW-QU7Uv2Ui4z`uJQ#IWVpdaX|5^c|wl$~el6bE>Yvpx@`Tq{U=D!`E zGQ?X1MD~eIMGctcxZGtV-ijVPT5}c%r*l6%HJRt0qYjXx@vQa9B>9MIv3AYbH;=AX zB)8In)F(*OwPd1B@F?0riW^6Eg~@~rMpLVLT)S(Ms20dNMDweFHPgg+KgY6J;z_P1 z#ysYyG*#ZlrtWzS9I3gUlq*s-9&b;LYCb8i*I;lp9rs|j)>XOtVt!zZ`11YNg^H_k zPtl^fEu;yDcE|!YZ7Nm9-F>PnG8+p~<-~?~P#GC2O4hTTs~BG$c2Yx!!-x>Ap{L#6 z-{Le#ohRKUe2i%?SX@MZFT{MHt=GoE>iOg13uDeUSSY z>8!J%WvyS}wWa!2Wd}+c^v%l|`NgY+KsMYlAqVGH_3|;1QA)CTH$rtTrYQH-;&l59 zUlamf{eV8XO4_gIBx$0C)-}Kw@DbSjk}Qv#ZSJ%C))w5aPd1NPb2^vK07oiEy}w2c zILTal-Jr-xCxKy+hTOa(;tB1iIp@XoPZ>Gy)VZm z`}%n)6v($NzfKs02~BWMy{Ir~aPCYWIu+dL9HGRy z>W;6FFvHh4nCN;pxXRip?95b9I&%;Wy5p)nX;kc2n*PTu+rvRhwoVPC$5Oc_2?4f6 zmRHA)_cy9;UEQ$bek8JjkzwRaJFb?~Fcemq479{VP3oPN6w{BJTZFKA* z5`#&Q94VVsQQL-PL*wl+Qb~*240g1xmd6?2^e_<=t|YO9(D}IQ?ZQ&_vl>ufjh?-M zT>pmg<{mXT$hn_h9N&@q``n|Z;xHfnxy)B|sebwgz~B5tZ$cc1uXc+H?)5kxa_LF3 z&+5P=Y^|IsXE4ffI){6g37WFniwvaNC)Im?;so}R*+@(AKh@YHlj5cV0k^J*_t;OT zkB*CoMZYARy>#ALtvC4E!>ek{Rqj-|3}P-?;$=g{3?*V)bF_OV6M&(3Kw0Gtk-)^N}= z2jIiCkN4-$He>?5F#*j(~z)r`y;^2e+*&7{hOlVbE7Uzw5<+ma}E3gG3( zQml`=2EDLBSs7QPed~_sH>`(Wdy#kPpF5i>=W8)WY5m}`<;+({!-6c-~|)1seusm&&c*Z2Hc+0d^90;PoA;@T#8hWC ztuTMA#=%B+B~#mXrDhS0)@tQ)t;1^9L{^;rmcgd>X6rV*5xLzOYq7c?7BN`~@oDm7 zy18aize~Y1v}j5ZI)1CpO8P^B!z$XqRZ6`>PZURf5roOZOL^X3;#Sr=bDmqkJS|bC zUT>%)uSo!f7r~dFUtJSd-;#mxV0^sQX-6Gb-+hsDRdkU*8+f zwoRZ`zs;A5T}n^ik#Ty=wi44BqxSn8yHo@$nc^`!J6nys^X1q@!pzlPPr0@h^1pK;gJiIxO*f=FO(MoL> z<5>+d1#chb_x~lMv%M=w4C7u49)U%=zeeMM_`gS=H#vt-Pn>D!3k$f=1i;E=TRQSaOjY zv1qw)^^k^=7}+KWN^=8Qa!P)zXxr2@LI{FtUj<6E3>UrwDw(j|Eucgt<$h)6asE26MZgYHhs8-h zL7XW9o&{#CbEcf#ti9?+f>UFFJ`h6MxzMV_MrS%6C-5%HqWpp+4aLt5u`jaugMlb) z1{AA(*o$#3Js@w!Odz!BwTpI?y4f}Y-u_09o;xAHscr1{g%`>tnb+Fdf@A-O@UVeK zhv^{DL;8DQ=8a_hL$}bm!56g;u$!Y*Vlx~Y?6&eMz{IzS6=wIn))m1@S&?p%i_P7{ z1=E^U2!kyVZ%F7Xf&!ck}7V%#S%N&A^t!*Bsz#Q<26t2 zmT`$bn#kj`&pd7q7r>l`IHN=WKJCuw`EVTO1*eijXN^MW&0#yBwD+aJA3LNC>rUwM zbjjgI+lW4f;+$fMcE#jMwR)+2qjd~>*Z1>}8`h^BCpEUW6Av;hYjPCCVw+o@3LBgG zPt8VWwS>+Uj-_3u^1fx?T8&S9+xERlzx=+ty{o+|nK3rcA&(P!8p(Kz0B9DK#Fc7i zn>Wn(HO@eoldtcq-K+Fp-_phe-X=>H&o-)4Nu-{_93OAVj{{CqIwiO*E%>Puzph@Z2gwNa^&EN|!xa<%W&Y zaE&d|K8i|)t$V^^+49QbI05ppWYVm<;it@xTD5Wbk2IQ(FeS~z1D98d0qk%4>7Mpz zp{-Y}Nt>!mgkZ=~T8COAX?2~w7Dc;NZjchD)g@hFU5aK&C3W(1)yc0YwZ9vTzpHu7 zJ|h*h9O^10K-E7cY~)opqf$Y;ce=$E!!Fqa!= z0Q}0w8&Q{A3RBH6@%fMezWj{px5QS<4(%TKp21VBGsr|KeK@j|} zU9$Rpp|iU2K44^3c7z7CWuRO4l0l4We?}!*W8FA0Uxk-DT)ZAqHh2x2Ku=dj591qJ zdOFLci)+T#y6)%X$pZ@Jd8$-!kod5i$^m4M$#SbupWJM8r5>W&6r3)5cEz+d;HY{O zxMYU^e`{I%KL}P)(vSZDyQHJx)JFL0%^*U1dAfO~L~lYHunH%{7>j;v)RQalWA42H ztVV#~n9#KY9+%6{=o7?0WR!YGo!ZdyN(BXb7ks>2kA)wjA!V*oo5YajDQhCp95j__ zo#V-_b!Qc10aXMS5F*xCr`(W*%A0 z#iy2`F6YQXud5%lGW6VRAt-0 z_=jImMNURodhPgVpB6<)K{*8pPh479hRF%L2D3;}nD_!d-ccpldGheY7nvfNgmUsA zVPQljEsL<-uQLw!-H1UthY5$R#Df@0BHKUWyW*hMuszv4*e2#yk^SMD>w^V(BF zOO>nIJ&zU7ueEv0Ol(O_i+B^w<`mb|^HcMQ4Glg&iYZANete`7xsdbcbHfNV_mi8= zkPB_Csg=NUK~Es*U!|WHcKQ%Q>5OQ++wj|n{eiW`%a}Q`zu<;d&0Fu|XwPEL{y)G| z!5P|nM?qj2K2&wX^W%7L0lnY{LTU|@d1nSm8!RC##EvLJ3bU9$9|Idce?=`k>nUwR z&Gqr$<8G=_i9baXnJI)e(}mSS(n0rBB&S&W%Z^uwXPFPODs=*C`^-&{y9+3f+dd4` z33OR}q`z~c@fjJjqJ~d+ zSrfS=g^Z`hmj{s(&H-};m{vS?`pESwEf4YynK>Yqat0f&8v>Mq1?yu5i*i2+Z;G0J zIjtkF)P`cCZHlcaxzSpn)+lRKv`zIfVl}J=_LqB|CgBsprXs;oQn}cH-H~ulEcVUM zz>c!SJ|IA-beaR;og-azNz9!MTLvd`C-+iH)9eOCj&eEl zu4vQ^1#;Uj{VAI^KKKWK%TB75^~)L;lsbAs27Ah@ohbdO`ij2DPae5bL`VTM^h#CkydmnwHp1F49ehj&XKHh8U70rGwI?Q(zPotoC;rr@}+V9mT zY6cb5Xe*?0ZzK#}E}j;Q(9cjkac94Zc8}$|HG5iImHS)ArX!TymsNq3xngr^sS9ZD zY5xI|@>6AIzIJl@O8`F?c0@DLu8Lt`pkMGxQh_1T!IP%Y>XwV5e0&T~ff!C(Zvvv{ z{7P&1+R(?-b=$BtMSS~#sdEayOK|`VRo^fEEFN3yknw<-SOdep7pw?8yv!`v=(2hL#R!_yPwApxUI+`i4v~FDY3tK%Lz?=7nR)$)8^VxQ@ehn zsjh7kAGMFhsw+sgA*e>fXpQ#S#KT6~1Z0ehH-?U_FX+|Q8(F4=h1U-tX-n?vY8ugz z4)muqX^i|e;~Pt`91F#VqB7KdX5WwjlUcjfasZrli{CT?Bmy%Xp_po4@5|?I(ZC@z zwC}Zy-}#nOpZK%h^fxC0vfgE(5m3fp3$<6qePd|r6}qIBHW4iufbv1vVM<*=5N;a* z17l|SF?Z)Q_Jbv zk!jK~CU;|sqAPW4U+WZV2<{Q5i!(|1#Ww8~&$?Mi!_pQ{!(8IW!OTetktCOD`q=Vs7tSUDu98rDG#z_`9@xWcqsq0_K> z=M!m&sL2faERIAbRG93mo9(*})!s-}naoWMMw*stp;hEg0wVC}J~$LoTc6{il%)xz zC<|gk8P_X$!pHrebi7^W1w1xhY|2SF4qKkbYVW41AV|}_V<}Jd_Kkf2f#vu)a8RS1D6h7 zFuNIy|K?}-#O1U7Zpp`KL#U;7hx+pV0f^fmcPQ6&nqjXx$|+QayRMC_a(i0ul;5Zz zMI^hw9`u;A%uifX5ZmIHeI%K@CIeV#jGg_dy-nl1HXmG?+7@l~q>DwI3&1e^!MoYG zi7gRR0_^Nx=SzYCl?C@xxVz!~-6r<*If4(`SE`BGsPRVf^S`+XBvQfmRZa79`Fznn zC2Ft4&bMkm38dMz+l!LQ;a9}=xkbP9l7iM|r1qHeO_Rn=&o52M_;{HqOxKl=4sG*@ z=#eOjt;jAIt{E*PtOkGgF%*035=aS#MWfsK>o?q z%aWoZ4tE$@$=md`eDM72N>ysLEmE$qR4?Ood30ia!HxLjM!r&h?&q}eF}tqrOr<;r zA}A!tXXfSgvtYU}YY@5&_q|_vOjFW-|GV%O(w($OV^93s;~?aI8ehn4$08oTLtJ8d zjo+>?(P?$UJxV;mDR>Z*C>+2h2MY@zPg)jCVwJ{6jqODjsUSOthw2~*ZbU0=L-FuD z1n3^p@iUS-GI!a>I$aJq^9s^!^ z7Jn6N7WW_N9j(1^abt(SAEmN|EH2jOaXV6Lvoyq3_)-g4TtztGXYI?DCJ=yAV-#z= zRFr`XvX$$?R$cESd)!nU`f@N?0VWUw>GapOp=33_^C@6ZU4 z_MpV|m#Tw0f@)cC7;L1JG3sZJl7%+!soJma<0tzZtqu6QiG2k@`r{)!vzRa(rBcU+ zu3DSxjh(Gw8j?Edldj@E^uk(DDY2@Nq-byWd21e(;x-^-jnMvvIX{BB_Rq4cGbKP6 z9*uq%llRoBDfBa`f8PR2h0k-C@%35=!p|7ltj?AuW60*{u;y+!y8b?b$9at-3ks8o z@BMrMCZhF*K&c&Z@~~n;R*KHex14YLD$2k_{&WS(JO4Z<9gtj+yQWJh7CsHroEWrM zFz!dnFBmK&0ICsFr_3y_ON7y+>160E+&4niS!lDxs{Se~end8ux^R7`JOZ|+S<{hv z7kpJ+QErII9UiUMm#8z{YSGSKc2H(bw7AG>rLYC*QwIHvaQPV}6pYUiCv|9)MuRA^ zqa*^4F^>fPF$g{B4JE-sS+G$UYq*j5wg>-*qjKc`hTenTG5_~U#ee^bxMN`X%#c0K zx{~qqrl=ZN7vXi{KF6~}E0gLTrigRpR6^$5+AG~Ux2Yz5?`*~LL)HPiJVH^OaJbsp zvSVeQ;A6h8t;ab=Q0m-=--K;=R=WoDV1k|I;*@Y{`P#$J6)-!?IH~=^6!`pQA(Zi( zeS|>|>t4wn1@?sZS`XSOu6dwf;eJ>{Qo)-@l+xVORd5kofMBil5~Xa3 zv1@eIG=tRZZ?7jxNnS6#JkMFd?(ZJ-&Ne5{Y@D9C!@|}0A`hKPK4-$(djYsA{jA=l ztRFk$OUZ5O8z_-(gb63P#oQA@^6+t$v-DzY11!}7bj$5rD=XK_ec+QI^T>V)j@*#E z6jyo=MBc)Z1enUA?fNNG7Z$d)(a*&{5z5Du7*=E!qUu-{qZ@cI9Gf&xQN zyiV_m4KO*3D2}JH=^;a+PI44NgOIV{A<4hXe_rM>q|2%l;({flv7vn5Zhn0oU1?`u z4XZXSIlJ`i%z3N^S&tX+^rnl|$QcuSu$ZpqRJ0eyIbZTr4)snx2n)kBvMIeI|$ z0L5MFdPGfWVcNP}<+XEqkCBG!L6Ip1U_HLq<1ve*g~3v>G93Ktg0tMQ2%3JtUYy@` zR0LJAsMCnNU+PVhW^YAopGD371JpUr>l>!>C=TcU4&12vdl9E{;$ZOv-c7rnzbrGm zyB#5aG)BSO?L#{3qPc0#UcwKJ#EEq?W&A-y5g8hWfzIoLHn6~Q#+5MvHIBl&wCYW0 zt>0^z5sB)N&_0$>TCKK;JF);>_|lerHC@G^fd!;BQUeZwAD#c{D@vY*DjTMRlCL8< zQ}hd4J!gSsqR$f56pDQvzh9!0HGJ|a-1?d0yAi%Oct!=j^Zo-oOJ6YFOpJVgDu;>( z2R+wmCmRc-t=rJD*Lgv+0Hr6NZ7BbWYa=aj)3d`2wJ#zfG{>J9qxQUoOL_#Xjq`)) z$GF%?t65Q0Gb`Q@U8of0tPiSb(@f~vf~HA!R=)_=8OZ|&uFNpO@3~Fe2>unD2hP}$ zsSW*6T^3r7181=9AS@3fAbyc$_ezO1-_d~34gJq2>#ii@?*`qaPd?Av0MfdJZ_|H2 z4feIq!>u}_%{l2Srs91cA^p$KJMWEkP#b?3p4!dffcjmV%AP~w;&DeoM@FHIU(-eV zQNQ`?y-3|o3l7_5OqP7hI>KWWgi*iLg$e@ytk)1@5% zQ;kfx=AltVlibrhdP1muPCSFo#??e=m5@6K*ZM0^S3HWVP^Vt^t6V(={a=-3I#rOA zrjr&}1C=TtA08mXz^DO?p(aD}BrLFq)YTpHbS19gxHR|GT06sb2B_VqnkS2>w$idk zKF7b>NlP`ET^qXhf?V3AfGkW^sT#b&Hbh943JW2*nJMf@Uwq?`xU>~!UrJbSVcHL# zIv-<+%+JlUHxP?fhZL0#ZN(L};ee81RsC2Bw{IcuNtxbS_L5`rLK;|!>alfY+$hXk zQZWb6?LfOtmB~4_w1^5Rq-6Xn6znw5oXrRjPh?H}f&7I|4jW$8-0ecQ^XL59A=6h1 zpg>)m1W$8+aReFE4BtfXE02O9qGEfc|NcH0>Avq%-hJ!>dXC3UEYQu}cs+e7)^Pff z@0a<+l8EPFt@xQ+@=pa3ms^B=-NDQ+8?*p}y9iS^)Gj#xM(@l!v|vx(js!wi*HG8Z z4}H@nHx)dvCkZ?s>4)c+(sU|Y>fccs3EW}lg|Fen=lG7DYHi2e8=%CFBqX0$f<{57 zrip0HnPB=h?PzySUMfaYLct`j&!+hFbxja#O;u1cJ6=Bm>Gzs*W|oWH`X)!g#d$6+ zt^!xV3lytLvX4m!(g0^N29ar70)z8d*z(`BgW)&vyDiQyJcoMCKSc(PkekJ&W9{2d zCy}bcU{hwOY3^#w%zT|NUM6_7sUk?qSOG`}socTcG`$0qS1LG7np0_zqftUOsyl$p z;5Vh65;CrxR6+8Abuxrb-$rpO1(Rb?)<1yFGJS`x#^#PvQba%|c&tQ>8V~j_h>s~Z zFP<_lp4dl{;Joow!iI-N+>aF^=IF>R9u{B1a(fS zK@;cxApy_Q%8!{azMbzem@9V273Ywfc;72~oES2qjgMeHqQ1GmO>wA4Au(-n%8-a0 z6|-J87MWysVo^;sHD8$^C$^|2ql^wk0%c3te6Rt2Gq1p#ozV&6ogx%9pkF0GLthC8 zcm-9~H{)M787TG9 z3B8`r!e=(D-R>9f)S>vQvW;gRQLIF#v(11lSx7q2VeTh+JE5gAxtcGQ()@5PC!2eu z#8y7Rq4Tt_1g!T_q@eqC{;#EgH5#@t@`B9L* zMskrWyQ0^O8ngH;U;kZcbV9DW=< zG6?s&{TAl*_>CohNfT4&_{9>UCpPWLSy~Xb`0;7l5%a^)owK{WRUh@jIw5iaGY9sT zqP1{-Mh^`U?mli@t+4eu!)UujFL;Iej*jf4Uip6b8WU;d!J@5sf_7D#@8$y;V-Z=p z*0#Is635g+WjkOq0K>}>_*;k!Y~IN8bbj?W@+oh39M#raYi(}u+%*W&S+QI=ws*mL zBMLv)t?8nK2rExA@8R*W68*33TWXH%Kfnvgz-U8kCEZ@kL{7qlL0pi`K>7t#poL2OX{y#_< z{sCZpd1t!d431Ig&!Sy4vQcLWO-eTz#gsM@frROxeT$qbH9K)S89D)W7byBVys8)! z0P~o?#g>J|PqU@-J#lpJn8TiHKaYvfm8{q_}8H5yWpliEL5^{w$_w|+}YRovw*0?P~8Y>nyX9kb)#D>JgYU8@b z>E^_L3@Mvh&-~Vo%T%X`->Dq%>vueEI1^ved1zA>2E1;^{KD_HVPFg?SK+j~sJA}B zf)>|)3Ad)`6Cn!S-`wt84%pOVC=v9ofxXjtr#4&K8`q~JZcQk3ipxIAIiyIHJi;VH z$!x3*CfkyIUQ!McQKD`js0XE&scp7P66u6%9!!|x@_t^tsJtyngiz&{a5#UBwfggM zoEg*@T+0{*38@6at-;uG0k5a_vR!r8l>QLaFV``#GmE5{xkoUjd?_^~>J`%x8#mmx z#lVb*(2|LvJG4jDI>VN!;t8`$CjSKu5(yS|_YCQ^EESc2(hQX6cd+sfe-0)9_QaRM zSz=m~+rzw|gVe{_yz$FxTD9j?2S3{IV)bJzor@l`!>Nop=;=S!TH&9PzsH6O|l%`ocNdc&TVKzM-s8paU9EQf&|E*c-zn`+i z`kAW*NUH}_c`SzrhWy)6icENp%arUi4(L?%PEOZe(jDWdZj}dzNoPKN3buXH1n>h2;DWwr=9bupEz@TH;exj90Y2q}vSN!}*MwxA z_)7csnlTIYRF*mMmKK$C`c;perzm&VB?<~-P_kv(*sr60`d~{cE~(yocN?IXGG65o z?fEMKj(5LFd9_OuNmE@heKGoj0vBA(DKIaanOetb%d0at%PaCAEu@a;daM5R;;pjgZ|HA28K#u1uZ8`$g^m?h91fU~JnCJH*x9 zsBh5iDuv#?LBW^(M9@(VO1or$AL-_fq@=DxH2x6kf!^ga!MJ0t$D=O3qAyz0eo8c6 z(=eW)P*hdn%(kd3njtoffq_9%oD*xSGYidXApi)245`vFj|f_8Q{SgR}+cZ(n&XWJgy#m63hC;c)5Xl0`F4!|k4mpHV#H_DYYm%0JaNAL7js)w}mI>UXI`M-aa6!kUhu2UZu ze%CfI`WZ_TEKy^~t8mf6Ou{`3^2OJ>HT6ViO-PyOhW3xa+2K9#AP%l%L0vigp0!gK zScD1LJsrkwoduei14eZKNtqS2M^`_~z(>TpzNnBy>b7k!v@CEjc@M#Ag+X&z8UtIH4^P=CDhTdD4(>F)CZFdLouq$xB+fKqliXiY>o6nU3}dla zeqPJTMwgrzVdRferRmnUY{Y0k9ha?0J$LVRMxE|>EXAcP57a(l)M@6A^{`SASiA-S z`pB81K7)ETRIhvj(`6+uQo(|#h3N`4eSOB2&8!|(qo4SFGa*zfsK(CBzHPa}%W2Is zR8P|fvDtbaABpxalGYZVOY|;Ht(IX4JB+aT0i-XmM{|AI=I<{D#c}EORo0Yer;h9= z%ksY-2e69{kXuPVnyO}Z)6D_Y?;Cg{4z{@wHUwzjS6f5s;LNYt%92b&Vi%c1y^Bic6@_bb?K#}cF+|D5igxdO zju2~g`KsmE@KTRlf|leJYKt-LQ+omrSYmER)DM&rqjA&Oa+}`lCx^p4H9jOMDj2NyFhEO*{>_mysH$6vbcCFOWDg9QB4QZ6Hga|w$X9F zG+%D&npCGT!Ou8AaXE?+xdrtKg%}3OqHcw&+aH*0(D!N5fz~3oM80cj0C;)ehoUgE ztBybkJv7olD~0Mt-h;p8QinSf`!yY}b)nRa@7~-Vro1`VBJFwcwrDn~mW*Ov;)gU9 zj=FMO^tYr6rUdrzCyN5H!Nao)Vur=1ixJg)0-exp-&I#v1F%CaR> z9bqPW)0PiKT%66v1*Mui`SiN;)nhDVuZ8Qko>SD;H|fjnCzBJXbH;+7YUxuU)}+Qp zE-868`1g0vV7CYW8xz_irc89p(*H`moIA@iDSs-6#$qTANP6Unj_YH5c4kut!0@Kyj$rC=)yCyr!f_ezO ze`$@NBEeU$m)m#e$L?ES!hqJg;g#zu8OLlCk%4_iYUT`Te0>&wspzjIUYF-htjlY@ zS6{xsZ*>0BVgAsaQDORt+M;BXimszR`fu;17q@41E>u<2ynHiZ3hS;${6<9_cbKI5 zH`F<6&R;&u&L>#FKHyeMP=#p+t7|3dWBZ~L|1EXnYqz=T6}Wj<}xa5 z8;`~=Jc89%2w?!_{(dWrNy3SmoSWQ=*@SCS?^d4*7sOH9ZP}VH{Re371Vd#}4wkp0 zmPU0UH_|EAt(3MGtuGH^j&0B{@ao=}uT}-=G~QDU*zCS|O4aSD+kfru&ZTj5R5XB6 zE>BnL${kOiCA#fG{sG2ZnE%u}f*1mlE^QSd_3wKA)k_rL+_0_M6(0E%*RBi)i|#H? z4Z-8?#|sbka}C(X3l;B*fr=}~d2Wxhw!0o`{{W@Y{{SqQt$$%Nd;`bcFso$mJ|gQq zNvsCVP9cf1Mq{R3D9B!${s^0O}g z0~A@^Z?qE~1~Uj6L8L)$TZ~PQdVlJQ9NX9Seo9(#YLK{~tqQKJ@LSfzPM?2rRPD0e9u?E3)I%mjLW`5yptTYwTKS0XLxe=6 zJoe@4hBcgZk!03Nde+c)PF*ZaE!9(k)G2S3)%B6|1dc> zd!oGU!&2M3!quv0KxA@xL5g;xEh;P7N7fEJ!~Sxz+Fwrarf4_{rx_^g@BfN%sW-X3kbO>Q^o{@B3MGwQ1XK{;6^>>(pH4v>*3YuyTx(|#J zzJbbFE@}zH;UvT{?&wjlXwF>l_XJ;`&@f#bGLpb0cJibM^}}-_i}LzwyIwW5A8=>aTevoX*r6nCw4x0&5%E6rd|E)(a{% z3KqvSC*>`=$Oj8pkEm+Tv%0AjMKJi!K%TA0=$1U0>mPc`$YHKw)W4e+ZTrs5>#ZvI zH4X>T-2(=jpOioN-@k zD@ZocAyq5iXPp@9&dVSZHQzbGdC5|iWkV8Q?{U|dpC%u|DYk;eMg9pV!tF%H;Jf~U zItP>2!o2Ra_Bxk*;dX)%*uObqs=wc8_;jAubE3f{d3j9-f0APcMv$Xl%I4wX86j7CRkQ_|{_g*adNViEH^Y3|S-kB4 ztoz*P?qNw>VCR~BEDBr3G=|&`u@GOju*upW7Bu+ zo$uKJ5{`O}uDVXbsHk9K`QZZMrd5zJz@ZHMx}&*ZJ}N6Q7MXY0m~~jc=){uf{Y|n` z&lE`b;Z;qJ9uuPks4xBTO#@>m0>R_akoL7QA`$+h>udivi0MsK@49LJhgeL#1A}=& zs>C#L+$EguIN$ItM_PN2w#6F-7UJUaZ;1OjbASgRRk}M?Lr7Vw;FrzjzzNA;)rv3# zZII{w?X{<2ZC^quiJqMKM79o!pKKge0~mVg7KLDPAFJ(%d~o2G_(>0{!rX5n9Nos! zEWZNS)@{pUzA9jSC^0i1NvvfZUw&4!UWX(O)p4xx8b}`yGv4QTaF$)KZY;ZF!#_<` z7CiQM@cD?WsW-ne1ezbA{{xKrviwbUpHjPuem6hpVcwdPD9=!Y;6RNzj;%$KV<42y z*>eLM``GBgPlv~$v-9W8Glz`!-_jyZMm1`S+?#*UPnP(z$>(do;)||l2q}yDRZ;Ai z;yYbF@K4!#+1Ch=3|XD(1pq;f0nT9tSMypA)8zAAlQmG9V`u*?R~AY(op|u%UgHDq zbUG=+x}B&Md})X9`fqe@Am%$csfy$C#sSSgz%4TA!+COGI+T>Zcm*94H2(q4(-`h0 zfUkb}d7cY8Xl0MbqYj);w!5gE2k^EPkTJUPZeBY=_9RWb=(CbOV22N^*~0aGhITfb zx3o8iO4}3Ksw;`8wQDZf+E2+pX+!j(_-{E=!h!*k^$ z0HCa|-jwOgk+Jdq3cBO*xYc-b9s>0{^O8h1+o>)II*0aTERxV5ZR@R{vM2h-A5Sy-pK-tpk|3a%P^nO1ZXj9Bvk-AgnSrX$Um*;j=u zUDA`rN5LdW2OGSxAEu&-b6OVJH(hr(uIxv-5SzQ*-!ygH#-2vsk0nBTNW2wCSjaa#gAO@94}Lub z6V}O{TU&AwE~%O-tY+$fKFZ14q&F_w;~XmNo0l8q`xfkMO(QR0RS46KnrfpT-F6qw z;v?UN#sm;-PVasQ6MM|+pYXZnOk!t;(>a`vJy;j^ATS;RzSTNxn2F%BWO3V*4+cML z0I3`i+!EI1X$((*8N)T2!;JzfD_p7bLp2`P7P-!PNfKoB)0oQC=zi>oimSYGs@Mv_ zu&~6g(;KPT^fg z(aqM&$$2-wZBBWm(~W|#tB|?%rs&A9eA?mNZIgenGZ+1;1#Ts4qn1g!JE5R?TxG== zZf%mfvAPLbYt>0`bY+wdW+Bjb_0nUmB08$l(rmNQnzANSePU zs?_9eA{3ntiz>8<(G;;3m3*^(TCRR@L}{2feje8|-H=-^qJ!C$BKU%5Z2h6W3846) zZQAM&Y>1JvEqKr3H;55{%ZjyZb#(y%9(Qob_}I#wPjxqm)F9jBn)M?B={b3Am&?xJN5MZjN(G_g$` z1(vL(wRc!;3m4RqqUC}nZkl5mGqb&=D=AAH_I}^m9czu80D=xCYOyDDyw(GAeimq; zQNNngaeBli)a!DZ6?>egq}v;dVEpE+)4-+Ak7KnevhIrZDyl_1$YK;{H-J|xC9KJ` zuh=$ApI=y_@}`c-Ah=F@rk)`Uas7GVE9{uFEs0YK^^Y~`z2M@6oqG{Z@XY=#yOH1R z@FEcYn;vtM(|aJ1x;IG1ColNR#bj-YYBu*oc+Nzs=KP|UxL>VL$|uEkD2Z-TN!_I^ z1I>9NyA;St#V0GfX?a-Afu7Xse_MNF;7+7%h?;1%Ly;Z3n&Art&ITH;7XEuIYp%&^rm zf9+`XUz&)%p!S7kJ1<-#{|9gH7+qN$wRzs4l2mNlwry678{4*3amBVOw(W{-+eXDs z^?kd08uMY+bg$|8e%8uK&dJ&PzxVU}9!9FFL>ZtoSU$TgnAK4Da4+Ol7B0|!^<}Ku zti^V#-RH1)Yk`NPj<2mf8K>En(p!cUhlglLYMUnF8{{Y>#h-K%koW` zV5y4gur-Vo!FFJxpy^CA-}(T`uULrLV1E(+j*m=M`jcZRCC<7x4q3I>atrUz7!j!Ecp*?yz-FYXf&8O-G`|DY7Gwm zUrnRq*ETO%n~DqDg8)VWXRcJmT6L)3b&v3ct8>x@C$04xBk_xf6*R4HYQ0abSwx4& zp`a1n)3T}%FVbZiWmNCLxAU zM$J>x=N8t{$a=eq7#EL5R54Zv(q;X=)GJ4wP#8m0uB#_VP0Z%JlM?rULYD;bp1X5r zvPE0it7Pz0dZl3ul0Jf7%InE`<@70b<)4Dk@IDzjz#7}E z1-!;IR;0aR#c>a`J~gL=O@fYx*zVf&dsT7iLw25>@OAWg(qPX%eXEH~YbN7>-Nn zSbqG{f0r3N3a{)haiNNvnv6m&2`;?AToDBjcW?xwUc%bPn}^L~*_imz@(xuL-aciH z**z?v-R$&H%GPSN$z4F)M+9bmK~DelsWWGb~&z~T?0KhOwzKd zjA)RX99|h28GrT_6xFN;dF4WB5~aHW4yTI%1Jc_Ogb?IcQX@-99_bmBzlu-+9(jZT ze%ty=Xegh;2s}MY=R~zjf_ZnxeIM(gZd-GwgA@M%=`FAnRZ}cK2-sS$^czMN2F5av zPj?v{l)s2K9)1pItaUJ?l53#&7i*93usP(fe*Q!ZiSg{0pVT%6x33(aC;fJ=-&RZ1 zv^9*UH6MomhHzT>vZrUO{DSPXe!u*^Xqi#oC)ON4(7S|5(dI3oa=MlkJ@xJ?Y%f+ii z-5+hJdb<{pZ83btpH$_h*9`C_(v%#BR(?DOUJz5?1~O^|?R0ndw^B~6ZPA~v?XJ>~ zbE=PA++iaxNjqt2t-r6+$QOi*a|`tHKdM@=8{m{@MtNvFe8Re?$a>*8?{`rcQ`U>v za4*q>-Sa^`*A{@qqvB5^+#??T>DFb!Q113KqL*qwGYwBH|pGN%qkqY)^rP@5=%ye2sKNaz{n}Av* zqjoaQ91?5fDC9|zY|=4t;@<73G`f7ow^r6y73?)wU_7`q_!pqblf--hxY6Rr%~Y-G z`X*XnM{`F5`K+`adcGs1b9?v!bYz}4`rC@8NwLFSY7Y%fs|A~Hh~1Mm)|MSnd0{Yz zrc{&-FXi3(vf+=NFo|;A;NQSBT_N&@RG#*g`Go2zP>3u{_z2P)|LK9C-P`uL<7V=* zM$4w&^qJmcm5ne}^A&+jqMzQcU(Hcn30q)IPjcl~z1ayA-?n365S|0~bfL-Dw8D;tcwG0kQWPTzzXe z=EuOdwhiq?!38ECZOE6-r>lEafsi((XLbl>zzX$7j~A}RuL%2h_nW-Mz(`)6AfA&@ zm^WD*ACbYGsQy)zjq@$q9s9U>OJWtT^VgPfuJ|oeNz0M9a{o6A`iviRY{Gr{*Z@cX zJi9{AUph_e7z4k&k(pS#l*!*ys4~=^U@;Eaco2acR+|U)vQ8bPcveOjP1R{#CIEID zE9JQphIz$vkJ}F?WX{H;Ok%K=c6px)Na)Al^=;TVgX=&jv6-nx{g@T(!mk#GLi^4E z&3%Pi=C`?Lx%YsrLhDWj6b9RN8lWtR1Yi(RRyc7+xm~#MxP~s9=z%tO|(?Gjd1{a@?B`hr~&dVV5l* z1QR1CZ1+DiKw?W*guQ7}-?)m^Kc*|GpK_U0&k3zMc8cZ(_|Y;igsOoKP;3@1Il*K^ zLY2cf+CTMT$!CGJ#hN}}l)Z#IpAkn?H!ih8+h0mV4?DI00C>?K553purAO{WC5rW+ zX{FG<&FvM)%Mq*M|IB;;d2{fU1%f3XIOXN0efIm-3_OfI2|ZP_+!385g=SapnZF-= zwNyK-UMx>k4~hfRTIbGg0|a)ms*{@r-(3sr#vME2w_PZ}K{` zmxuJiQ`mOWZ1cW!^{!i3Hzs(VCtWeIg27R0tA9P$8#X$+v!~w%F1Ci3qW@IxUIR_- zfesixxuyCeU{c9ZeVsqlGpebJ-7cOePpSQ-@2HmiWPgG4r@I_i3)b{JX2k6taM7?Cn8Yr`_rE=kOxYLiwGI;a69q| zTB~hVm5y%;^(S4*-U;pN-md%u%=*TEUeWg6kbzzXkO3<+?&JO+V2f!dCEX$HAE1u5 zBUi>Z?37W<3-`c-<}p|=a7EL)On?N(N^(gzCb9{~&#$d|rTkuEu%S-2$ulGW1O;l} zLk70;X9Te@fccUrTpL=T*jHfmEIK3b@H)>~YxM3IME*T+V2ctVbdh(*Md(yhWJqo7 zoZ8qC*0nphe*FbW#3_2vSXYS?zF2*bEevVWj;xFfh8kNRc&?26f@JqHbWT)7ic@Rw zaJEk*AAXYabtUJozUPnk^=C&Wp!b&c<@g`q8By%(iCO6ETIg(HP%sN=hVOITx3d3> zWykQQsJYYMPiY+%x8<`I*HvM+5T~Yb}Dtlw64`QpsP?A zJBb!-9Z2(d^PLdxcrG_{uV&F>c~&d9xz0t7gaFVTZ6dSl`{r=OmnM6mr8zv$fc;9o zr_IrGCb*KKp(A}yYj%>Lr!y5Rzgkj_wB}%4Gr#77qCDD>$Zt#c6o&owK!RyLhpCJL zpJ;(U8ZLu*r6fc8OImm;ZtCDPS=ul*S&i~UUy&j1UFHJUrls^ zS})67;dA?|hS(mR7yu1c=ekg=ZIJj6pyUzvSwBK3Y&~9k*2REFCu3**&DQj>6VvIp zfOCN&&}dj>jlmvqDMDJh^t$YOwsf8dRjcUj&F;hciTxiY8sSwRfk z?piw!o>;Ic0kYpfPOe6i>kPN=_v;?6vBZxkmk!$)+qiyG+gz7Rl2bLxd@&U*uy@qj z=SXfzaO65}6ehCSM|K-Y@+JNL0%VMp>WI`SSTcbT@v!!r^CutMzTzz%jE!!;QAXv+ z(J;C1@;G*#mr4yCF)9^tL(N*%jdW*qpTQ+(HLr4Xz6l0}?+|wN-HQD2*LC*s7twa_ zis5{i3iXL&radpcHh=8q9e%!#GyEf$Gno}KG(eLIPiCA`aHPHzVejPV;M89PXQO|{ zg#Or)JiJ>Pxzy^2dQtkk%V~wpL+WA))jxmIg$#&)?Zk!cH(_eJ=6v!gE9P%dO?DQV z#M|Vur%XNt&?g*oP349im11T(T}0mLKx}pC?d4r*(Q%l0XNpKyU|W#o<2-jc7cNoS zoz^+$C(C{>#y7@>hx0c1ApL8>SKQ1qa~}3*0+JCqj9=z?T+Q zF`k+_Rk?kdP^D^Uk7-gPb1yb)9hWQl-a|!0&dtJeao!PQWaZmN?f{`XF!Oy@WDGOT zFnH9QNgG-W{i55Ql!7qO&ha*@pMJP@Qpdch%kgc**(951pVFu31@;Z2u2jTT8z3_AeXVg*N#bNtUgcnlfeXY_q z{io^*L1Hsly(CRph2YA541394ni`;J^*%=vcnqG`x?2;r!i)NLy~2Y}2Iq$DkwK@g z#fAWOgii=UU2!*O(R3cD9M<#jne#4-+84V28Q;^$*)Ia?f@sZusEzn5aL5$h1)X&G zJ}o(;MLf}jZFRhOutJO4QjCuvFg&Hv2Q&yRaWWL|A0L(5CWeiOQ|Jy}=st-3xtMv* zZ^C|07EsB%J2pe6rSMm5Lc#7UxRbxKwzwgcdmEGyO*AnxCLgk#{kVxFt>rTvkTgx{ z(kpky3nZjp9&3LSoK0?0{B2w`r9LZ3vZeeWOULCxnW5rbJ6)v`X-2pUcJcQjJr1&q zV@aEc&Bv>Z^jEy1E%y8vXlldF&l`eJXo0c5xR&iMITpXx)gd|l9lr*TN0gLF-2j6!?;bEG1YuaDZduEvvh4a z@5jZf%wUeZHr8=PYirX46|D(%?^_gI#-)4) zlYW^zoQ8tM%6u=M#NO51wZUVGao@Fq&^0*8{!|pUyt8=6ND@tGQl{6qn+fjjv(S;n zsRTUhI`b0W^WgMMs(A$BKe;x~-xwU~$r+AI^scnNWip)CYcJTZ5J_W7F6o5FYKa$L z*{VXql&3P&Qi9x8PD}=WnBX5{qnA8z21lr zt2=kVjV@l@TDIAG%rP$7W`^)ulY=BN3wj;p^cjd)+qLu9dUoOdcCdT5yAimk}AAa16d0bNtzjCJgTliB# zeOFkfVub~3c<|>8BAy?fG+VqYF`Q>9ox)VRxN*JkIaRA>9~s)}UMp|?v|}{nPZ-V= z7v#}sHB!#E2O7rciIrKDWqDz!tKS!SmX3LV?J?Co)ufmxbXE`INfl!wq$v?_yhVo;0zqLw%&9JY1i|ZuOPs z8D=CsMlPJi?M#y3Legw!K}$$;+Whsy;hi7-QY|g)=WCa|ksqRorY<}mps-y zv$ZSvXC3l)TN8%^8YL4gc>^4i-@{F5C<-31V7EG5pKjEi$Q4>y8kGtt5{=#SX9^3FVn|TVfbL^x>zzuX&FvR4|g8Y(moX0T|Sn12;N6+cOFax z{ef1B7e72ceh9hu2AF~11Him{hc}u3`6?p1rqag}zAs9mPQ^7Zp{0|LjjzNJ_brw- zOSX89sO7RXwMvSjGb+tm9m|%;!=o69Z7RYbM;0~|+ntFVi}Mt42-ih4dP8ErJ;3y5 zjR}e$d>SX0#)8fu|8s+eK-HQ7&y*9wDqT}d77#ww!?C+6l?L}YlO3}Si!cyoqs#tG z3(TI_d9FjY&1q;`f;i}Vj#;XX%wnd42Uqezo zb}#|rC!ip0fk^59*G;eJ#xn*@H2DkORA<53P`1qTc^IxpKYA|AC_gq&ufb|z7D)i< z5ojP_KY!`B%8#2Xlc;Wzs8L4%uzB|#TwdsHw`&u+n_AoQ`5WZ%2*ld%+WSB#runF5 zjF`*I8{#nF$ow*QoGC0*R*wxrO2uKufbFN3*9sacyr_JL{9Un-QlcNO1zZz-FefMW z%ZY+!#)28zw+JyxT1w-`b7jD#=HYF-^yKP91S6?UnI3vfJcR6QDk|7-sBk;jm(2D3 z)v!&;mrW07_LlAxFw^vFin|JZf#@bhoc3=t7}Qfu(Wcq%8LKlUhbG(kQuI44p6e}@ z7Peb0Y8B)a<}BzWfkP-@V3V$ym2!j65{$Bc8k*uo+Cq>e`(c>Mh%bq+bq{b7Nei}} zk>0rcD2@ZrYIOerIAW#z@9?-jv1js9)>YpYK=%LtFg@@5w?FIu?Xr>aE1FNM*nfau z;nxdK`ihTU{{WmIXli1lJ!@0Tt~jow@0>fqEy z@+#P2r-sPz0^0=(PiR>>?-$&RS+Wf>g(jgA651!=|JnS^q1RT$RBD)tZRTs?WP>lV z*9GffK;^g8$)_%4hS9_^b)z#b(})AJx^X4?M=^l7uaclXkJZ8`F4plXLzmKYNNwC0 zY@Fg^5t6Oh1Y~{2K66S#)|FfkHBLwbc>KqcEm_AH;b@+!2jAx!R=74#U1`W?3Yos! z)dEdk31v5T3+>Rq_;2X+%*~K8BkDDpIo{l1)yt?|B_?gVbRo)~N5RXnyU(bNpV7r? zmGJv@t@U^;_^NB}FqL)d<|ch_Ii>`@)i@GAg>IVjk&rvWUua;|&?xm$G`U$TCJ*flJJ=7`{yE(k`haC@F66BryXblD$1H z8!&OG{Y(h>xiCKlT_m5no6*aTtw;+B3Yyok;Aa)>ujRr7;y@m5ZL0+_`KW`&wlg*PQ) z6xSuj9v}N znh9%;u-g1IvnGt###3O~+^$>D(J>id_O~pZe-QApZyjb$B6Gi4*aAk(sziCX@)h)nJIjZiOc3`$`7{QCOmJs&&NtzE@g3&c13znme*LoJsV6HaFfPoZz7thY5IJ(fj3!%U7eB9RC?&O`6k!R01?LHmQak%~ zWXpVLOT@N`yWFx*dcvIv0QkvJ8A4d`fnV|AC78(NIB;8Hkk>Cl6kTdUvrQCr54m?5 zw$Ajc(>khhMoFY<2tu{%)PR1Eyu9pG*CgyROKHzV{L%68v2NXnR{J1p`i4>(7-i-_ z3xuJe?jod)4jJyr$tH(7&qtZeLvHO-o!I%*_1FdlcZ6zha8r4caMnHP{A`)0qQUEv) zu6gGiYL^tD1^OAjFhFl3QDzkYE}N*(2Y&58K92OkF><`~kXme7?TTq%>6Dd-l@4>E zM-{ixu?I|-S2wmzu~YV~6P6|48lPNI;WeiGw&}7s=e{K#OG9l)`zyV0b_f}sVY+Cc zMYUu3?rR(`m53)Um$JQ+4)iXO89`fa0-gE&KB`b9Ag80RNn(kgkg0ouUvivJUaOq> zp5xbgPlp|SYv%Ko({EnV{jdDKCdR&Mg+TX|^gmxD_}@E-yoS4g%9+>JPl~^-TNs_q zx;8vHd8M2sZ4n8+C?ImimXCeua8DvSrYp+jj;1kLX1gzgPFZP_7>=SH8(yhsM7aA1 zSLnDjh)<}!DZ9MbLSqvDQ(G;JJDyg!<~(J9Bj>2o>zXu?6HT_g#NRkcN~zQJdC1Uon9xYkcav!E1)nq2@6PRz6DUpYV5 zH9{#zxbk0%-(M-ge(unTcP4W8D6g|uu1|_EI}9BOQg6vh*Xo%?`oHHTA>Gb%NMv9F zm za5m+CZ<3!PyHjaGuH47;4vyEe0`o#rtdmaL)3qYjqteeb%PHkROa^3SaSiDs9(W35 z{AgVpI~*&%EBl6*wi**Bo7ML++~f9=Ses1KZ#9rgL155EddCN>ik3bMC-kKG5t|~= zPEc7Q+W!E~MVrl2xyDI#6&l_Y(_M!+nzUThINII02zv=KW7r!bh4>4>L+G|b1&YPzwique)WX~ti>$-;6bjP6n?uy{M z2e&%EMqk#j{~vGo^(Z`d4i83_4B~Jxn~jdXensTfocZZ}<3W9U#Ex2RkI3Xl`_6sx z>-$^LS<>=}jOf?k5%LW0BXn5D+lhdW6BOm^Ul|X!%srgnHbqX5ZphXcGlT}1WR_ga zz+|7N2lsNu?x5tY~xr)yx0H^P@(uES78TC&QSW*m}jJgvoOs7}5k)h=&37(l}o_yNtf zT8&V}mMTBG&$8ly$wUraA38-*5(3T(L;P6NwFZX=qQIbukI`uJ^x?XrR*W27BzmJI z=1O!q&YTJ~OKm7Eb?Wzo=Oz|Tb7a||Q66}$Z08T%#Y7Vahh}1<(@5kikQt0)ADAi))8xLRPp-pae1%^TES>e}o`^*^$$lyJt=kOoVT%biX!`Dps z)saR^(&yw1=wH!ItaSl0p9s5&4=(cfC0?uA;Z=mFeu6sMx!X_ybOm`WdqqgdBdkTTYWR@9e(I)7Q9evO%Ac z-O%?9&7Lv5bUTAaQDtEqYW8#AKNb|J_(fEALggftAK`uMKhgggkk}YSViMJsIPJOq z#P6&;>4<0(s;7-Cq9?=Jwwi04>X}6*55ouuUhV{gFUQY zLQ7aeeecb;?-poplR~C~nfX)+^5JqD{6|NOpw=6cbDUwrX`_lmhuonDp7OUT;d|8~ zZg8?r8zk_DcOZTUvtK?$*4Ey&;5|kGOZsKBedHUSB*&%uQ=0=+3T(}cJo>9uN$8(B zELfB#B6ftRAFQVJa0M$1_n)b_NFRk;1_KNy{BO4xUls=b3OgXFJ8lbT!^Q32`w(j& zf9x?b&VRk%l)hlB;xdXrE2FcV>zL?gpb5Y&@v(2ZriLlYIpzp5oGqM%W1fpoKa|_P zzVH;P)%*P@=4W?k=)hyrhL6`enf0kfm35B)c^s7{5M{42SfB4b!GBEH!*J<-y-o-l z*TdDuVSD01cec&}b?3x>T1we;orP*y7PLg*X5hQV2PPtc!p&YM->$`7wvQin<$oE@ z<5#qVdYu-LxxOH7Wz{I&3^I(TURC>y=^`=N;L<*;ZZ`#5i`Fo&mLAp)b^bxFTUN;D zc0+Y{jVTQ}YgH^;cKcLllql}6uTi6^L&5Ow_Ge*{6h!R>{{u4`Q6lpz+L+VuPlXj) z*{@Eyb5g3<7v%*df;R6u1S3E$sLJ=Y!b}Bp<6I5P-%F-b7%I< z%T{d5ZctucefFW1tgQbK7yg-RVk0lZS-pgn@me{-KUhcPgXX)Mb!ceGzHRMU+0s9k z%IUPu=7I}tweMR}I$pqb&c82o)*4>VA5<*~k+p(#qL!7Y+#$i%x}JO7Dz+y20nt3Iv3e*64!Yt} zzya?9L_P|<_p^Ekub1+({!Qp0TCsHem8N)T))P>4S^HPLicRLrMQ8_(=yLfh*UTK0 zs*~ui`&oz?>8B?2dGAE^nSL2?Uja=CItmkQz8ah{e-@?+>AbmbB?h2~#zh8P5$=V* z`xX2HY?GuBMH<}QuzW%(I!QI1+>{BjyaO43b^ZMk>zeqA)Q$LpvBx=iiuign7HVb) zP{eI^0DXj}Ua3CIb*tDG9;GVLKe;}n5EdrJdc?H~!Ip@knPtYs3C78l3%45GB}EBy zBT$UMt2kcRDa`mrq1b?BtlUq(MtN%Uxcz|dM6zs(8@y@lRC9~l#L?kGms_LLEorge zez^LD`*~iR#B~o+3$nHN$XEM_0Oye*0Lgt&pnS?9WH2x=#2|2pQ(}-=qSI1C^we2c)$R-f{Yc zXGEcywMSu*O=JHd(AwCX`5y#YYG3&vfmU`xlM2@B)usFGAqT(}P#v((G%5u1uoIih zcA-}~PQWA9tG>%veW^~z&@agAjN|bxc~3t@b(zA|ws}oPj-s0{Sddvv)XHHqWCu~r z`bBKoz&&Yp_{2KeKhnUey-N~P5*`CX)XPcb#t9;zMr8UI~h$I#V98G$87H z4IaAYm=G0ln7XQNrk_gX@v_9;=uXHc8?zj)@s}SsmTqUpF(2*ttolJ1=xjQZ9L#=bJ~F(z_U^Drj|F#37gi z`sDCz;AQD}(R*p1VQa&6uFgi=QySVnNg=h^YNh9 zDV&k->1UjFMcP629#exEDoGW~gOP!xPn_B5#T?{{J^Fu*w^VSbEY8ec?rXn(>eyW9SN)yEnDI zJf)kEHjFqPP%!d(rjYkd7vu+Ui)?<|L-BwCMH7VuMws-M+ZOAs2YMq34hC1VV@3J2{VqFd&Mnt{X#cbP6Publa*|xYz88O<5ULx42>Ltf zAJTl#44tBYp3Ed8U$G-f@<&zz`6yv1i7?ybujABXi%o_7*Fz`J$3BgFF=<(*94HKc zMfjugeD1u@z4$a-b*yg8JQ%uuJ9<8qd(=VeLv4%e>a?j+oX0dPbFbk|XNE(mpZ`sv z17e|kP|C5#F0)F{__`@{qUY24`U}}}h@>cn;75FTK=rv2f`!re%N;!)!7*Qxoz-1r zkawWE_Ef&o|C8tc|10g;nZzE%JH2PZm%J^~UX<}k4k6n=z~pA@kqO93eAxGO()yA9 zEL&!nq9a*p&dy;@kj+Qcmg2tRt1}a9u=TRFV8z${VQ=ZCf694Z@L&3u!cC>yuAb~|Du?R17B0UmS7$=f zkydwx3DfDJKQb4ldt}AeEznOim@MB%ZCY=B;Vy0d9F3sw7!NWe7-4=yX?4uw7Elcu zSl_d&y1i*_YK_Hg@3%KzUB`thr^X<*0|g=l#co;s@Y|ZWHue2;$DJg)uJ)i_x}~Y_ zaTdJSq((lN$+wXtOGkh~{7Jr;vXr|X$!6IYgrcxztm=+E7KkJQc9xMY=-knxm4Q+} z9C!kDIyJa(J5l3m&WzNrc-eT3LFnSTWS%ZDXLI)YHGu&ArF>nxmwKP;=lKXycGdP$ zfogVIjE=X#Gro|)n-mRKxx=S}(-xmi++5<<^!$R;V#d3G(`i9enw!rD3k9+5Y|*#a zq7V^140DC(Zx9@=2_mA&m94DJ&C76PR^iPv(&Gn=TV$HI+R%gNJh7*4)O+&_jdN~n zc9~qVr(o|F!sKqavro80M!q$%`-0&I#W%i}G4gVD+AYq4FR=q_aY@|NQmWJ=DZQhE zC1uckw5oyGiF^WWSrM_5S9J&9j&B%$235zH?bvqry_AZtc%{_NBv&d{KCrv}B$JK`Ylxe=r)ccnS&jIdZ>wrJdQ z)YP0f$Lk85vGa)-IL=@Uz$f6=aYsHjrRLcpmqR=<1XxxHJvc1~oCpq0&A+w>Oq_tM zu2WA5v^!c~j~0h`Pc!;SXM6iB?cb(a-Xn*wExezjSnOKRQZyvQ8r&L-7d>z)P2hj~ zh;S+2=m_SBZ*52RBNu?Ho-j>AsDJ&L3rDg)H#pohzCdn?O@Bhx!8wnAV45N`y1;>O zzkP0#kQ(NLuA}vi!6^Eez3*`d;#Y}lx)`IZdS)D2U7~I2kO{CelE@}6)bTsk8lX@G zk@V%X!`VSp6vUwtWFmvW3#Q<8LIS4>JsbadC(NfiL2cLe67F>*XqV1xH%YY(z9jBS z!p~$jtR{9sKI?!Wq|``Z%hV~0iD@pNUG+K%NOBsvD8JPe?p%*aH=a6D35%xQF4oHI zgIrZ+K?B{d1+QfulR5g#1tlA0n305u1bO4cG0A{7R0 zm$)wT;sLzqHN1WqXBtV1m~WK|S|?ZKV=i#I!q2sYw$X1R;asET(J5K=&-2=RE(DF$ zr8bIn65dM#J^xcft>XXR8*0J1fKKv{_IF7dp%bYnMz+`Q^|K6kM_)4*RMmTwhID^~ zo5g`y)Wc5qGFXMA$vMV-7IY~CtUl%>N#M!ikkGTDjdOyO=kgE^0xd8)*w=(BLfuAQ zl_KEDK9&aqzc#V&ak>t;@I5d3CzW?S^dkZW=NAXcbMo4Q=(v7*iHg+NrZT&kf6N}fzEWIGysB@>^ z_xRaY*z@(XNwb^*dqbPSDn8nMPgM^i6|@5Ag3F3}}l)1gUMynX^w z`rynQo+?vqkRYPieaR)+8{cKx0L#r_e9Oth1FpS(`DAJD^e`e`mp6~Z=g$ixL{K}k zJ5ghOeV+scS;h{|hGHG{4r!mS@?G+TpBM0`7kM$=w5PqYk0o$U4*Aqa1xtW-?;c?~ zN+L5wRF=siG28R1VS6{}Z^s_I^7|(nPlYdQ(ziW-It?h4_*Bu0ggJsfsO|jgLj+5* zz412sdxVZjU6W8yUgD7eMJLf!Jm4+Sy1DgSbD!Cckahl5Q8W5m^@m#yJ;#vwD7tR< z;>z>nL8{((C|A#6vs~}qIcYljkVse3QHZP(b9CJCNyR^a*|}EJ&_uaayal@(ALK2# zFaiGUJ;c2BpH}13^9v-cIxJg^R0!2uP!cLsco}$Edsa*3H=mv2_gC<%owJ|*U*8^} zK$6<2q&8TDDILDDCxgn@j6>ZV9SfM7^a#D12x4`(WA$gHVF z6!EKG58JRk^om?Pk)vUV3~?&|Qs~>2<8Ir2CSD0&C&?tD3(SQTgCkj!m*m!vuX)YV zrsM6@P$@^n$izi8S}|QqR7#k;)0)0?P8;phAEUZeGngR8($c(&{E|FT95ZjyC2;o? z^x)Q{v2!A1H|F;C>S6mkNy*_RC7_AsFlP}*A&7STYa58qynbNE*VboNWk*%#K%R7& zsNuWJH9A#Z?RGsAV*MD+Ia0WIlK@{7`HNgzQfHU!k{-90&JAb}tX`LnkNk<~4A$rK zgJjkPINu4p^Q^>u=n~DR{ z9%6t1#ovSXpJ88JUO4YPOqX>Sr7fUM1M1D_Ks6Z*qX1(`!jXa=#PjY5<3x( zqPItLt**%pc~KY6q@+k2%xNM#Tg&mvh&VP*Xe!<}I^_v$Z&*n#&=&UEFhLbuYx)jp zz-YJljdP&$=PPs^uh{rbBv&3?i=TD;4QY=`h7)wQF7_l(1ZS@=AXG+Q0& z36*!mpyq1a|01CrrL>LluWM;P;jVnr&gJOk9h zWZ!D0xBk_lR&=gWDi55EKyt!%fRdn%Um9-G?0jqOXe$Pe3tu>2tr(p7_&SvhoT80| zTo48JRhBBV;=H>2{4t4UAsORn{q+(AAQ-wbZ4sWBIS=Vk?7_dLVH#Yb$vJEi8r$G_ zlx8@Fe~RdPwHAC%mNO=+HlI&cWBC9`s2JGpDrkJiaxuDwS%W<))!{gFPbEVD{bQS5 z?UdL0=o#R?rEQJRq5gOEgElYMkYFhK#pmLj{7 zf4g+w4QT$4lf62WJ%zs}2+0GIbRb@gSKCjdKttGjE{0dle*h8Gc4nb=kno*SV7>zD z5hlP|^5P$WoPFl6y82Z8U$`%=wJ+_1hZ!XSz4y&8nO+IWIJDjrA>4o>sH`s(n+#Ly zyz619HxRccx2|nwTLaXj#a#uR*E=P6ASpM?)$yqMVd-QinE#GYm(6NniOp{1N#e$i zM6V{0}|G?+7m z$3?RY_2wJP(+Whtk;~?UMF@-RGElR)8=vi+OJ#deTgwRe_#c||-2c~2y1K?u?9E&7 z-mBPXL=FzzSaVaC`Ndil2XFJXpehxy+KN0Q8;q(V9Q%#-C~s<%fN#tYG%aKOvfS@U z7not8<8IM zT_z-leYf$3{8DPBTYDE&}iR}5rZ^;0{3uPZB+*5Srx&!wg{H`@@d5TWln1%Hvt#C%$DAZ#2&}vaec0z{CB%BLVsY>8|x-#tciqF z4xR)Bl}n}xp7vcs`^TmG>eE|RrNDsiJU8==hw?7>iUW8H+1bk1q+h_-Ld)~(YKx(u zqtHF&!5ceKAzWi|ud~?tKR~N<&CO!-XF=URz}$$|KS1_77AM5<5oiUF_gTobE?%HL z^IR!Jywl>{2n^083rBCms7cL;%OO;?1vW}?_R-BZ5J2|_jK}C%WMk`wr z0kb2$I@zL$wO!u9Z8jLsad9N};N%^7W!G^h6!jU2C3Fp4B=Z4*N;A&hk=9;@CHG|V zPCA=6`GbO+7{(8uAzpq@jwC;CrY)XcVVp9Q;HtsC9o1D{5zp7r5jM?bF_-DsOsYAN zd#3iBkCzk-)45J;tt$Z{thya4*n=s|vpYBooEIp_ehqClAC>#yTk^yJi0$||Yd*IH zr{B|-50H+k>GV=|M#|0QNeUkW@ZDl;qD5U$Z%&Go?Z~Xt zvePjy zD($;Lbe18=h?-e#c59avg`bMPQc&}_4w)&IeY7ePlnEPh9O9u!dDht>UyXJAkiE9* zz#lSn*n8tYXG5(25ZaMKraO0?T^d33_$QbTFsmua`s*Mr?vS*(AN8UMlOEcUb46et782#s>9#4|S zh!{MX8a!Wh4*bqBf1?EyZXRErj?bNQE)k9n%!t<+R>-XxlP{Tz>+o`aM@2>N7x)2A zjB~&15v~o?IjFtnfM-h8q>QOLO1R8-(N!2m(aU$x%}itQigYDiNsU9Smhf<1*rH`^ zLpk0VjeR=yz->An-{ANai8->Nu3g-~P*btOf@mNr%m1X$C8@yLwk#4EiMCrni+uDB zP4DNiI~@4O@*~!Sz=qDD`bz%^jlTx0&z2ku*#~jx*P!)}lxtZ!tqH!;ByG-c6PdGf zjgyn`JAz|_2bDvqzhaJ4s&hm;Kct?DYtIf;ZTLKBxp z7#kp#|CAl18o%8GLLv~EdyTZ~RPb{MMG^umw@P)lIx6E%)!d5})Grqirdq}~RZ!*0 zi!ue`5*-^<`CuhN5=_&_xF!1S6SOE6G>?=@AYe>EB*OjJ&MD)={==KewsvjY(@7<$ zco_C>Y?Nm;Ayn=WQE^wGLXd~V7SG>Y2U+e966Va_C)HM$Eeec}IK5|#(6g%9% zduW2AkpQB<8~8jMz1BtmG)`wRzxH#eoGI;deu5hJnb+<`gm|PN>HAFY)$^vupmMqk zsnu;6%g;+Ef}Y_8XAFI+{#i(OYjonO?P>bbBecTW`=4Q2$O>v6yJN znmX5!K!5MxQusd6$eD`zb%wmB4jEaoR4>=|wlJ_)-Ni7Zr^(t8HiBjUV$~z*fs!_` zG6~JbO9)uSKhigG2Jr~)SCD^LSuqU!sX6Yww#GKP7 zWHfCzj5Tmc68L1Dkkb8cStA~hsgaZ);2(&@c65wCScgq(b#W{lBEqEF{@RcrIz54x zH_VQ?Z1`1&tX@ZTVv;Kwrf)(-Ry7-!40+%;vDG>y}ehS18p`CsMDwv4J;|| zn?LBi;SV&)g~{B<(2pUg4Ozo^rt<#0WYw^5bEHR8yjS1OrD4`deE;ndl`Z3H??j%| zmHV>}(6Pdu?RMDxI4SSjR4ng-h`0PYDA5=k866r+dl(lUXNEZ#o7Ea`NWWVu*F zPM*z|;NPw!p6`}TTQQzh9_xZFE{Q^4n+cSs;2UXcn+4Fy%Y!I3`TzhIm_!12P*g53 zj}a8(fT{1P!^rV6lemJPYTa{Gm4hBqmAOGqh*L8kOd6O-{V~r4#$Q&H{$0t6b+udE z#s33#DS(EZU&90Oc+^C?)z2fnuZr=YvGbm8aQI05yc0=n%;OS0(rM~(z@#U*r(IN1 z50?3VD{JL{Wmgb+qfgJ@<9T%u4(54P%q2t;z~*j;iMTtxr1gpBfQPlGV8*FF?H3df zy~L4y<@el+Lce8Sol~Xqo>PL%^FwKV2hEq_7Fy||D$D{Y?xwyGv`>6~nmh)lUiV#@ zTtVU~va{UM8=n}ohL@<}#Pd2n%834rAIC26yU6DokZjU|wCRM_>#B)MA+*ik?}87* zMT)>&>E=^r5aNjKfoOqt>=UTHqS#sI%Vm^|oQ)}HUKOU3;(oLW zDs zJ3=-B*RW61OI<5$+CPS2e*$^AI0}jaX{9m9!3O6{=uJ(zW~WGsY*RvV1M$D}abBMS zUpl-tZdDl+S|p_I@{WndmP<|6NZybSo%P>a>+Q2RrM3)|C?oy%$I-h-SY-bbd*>J< zO80L0wsG3FZCj^p+qP}nwr$(CZQJfXXZpP}b0?E~lR;*_{p(Yuva6CpD!;w4&)|VgG_Pn{LOby{1rNz*8{48#TE}-N3M-- za0gxD;wQxnZ+@rGv6Bw@C7dE-&Gd~sS{p1XIlL+SO`0hY8^E6B4MT%PQ zTq{AY4;G(xk-(5t-TT_M)C0%q_*kPnpL54VL8+}hoIx16^D5t7Yj|q==H{lBDNEC; zBTwiGjfloO_DKdtKMDxuFNgy`MTllrgnE{mTr)G=plmz@6Wz z)P&4PMKxc}=buyq1NQ8)wO+`qfG-X5dwJ`K%ezQwBj!uEN>&a}>}C;JneJ{75LeT| zE*T-v0{gY7D({uw&_3!IQ>zZ0=_6TFwB~ES=MGRDGus0mDQKoU+w<*_nF*WBu)@II z&NRdmMZ#5u@1BoSM_*ChAj_Ic-gbM_I$3L38nq6QG?$HbP{3>-H4=BQRYLc7r`06)!uxX5a>UM<&LEbayu!isR~I9*xptknM;p zMO-6-4fY({DyfxJRv90rb}V94vv2LOgv7Q)QGjwx+sTUE4QDE2j^@y0XRmF4K1up1 zYTwM1iPl~cU~TcBM%w|}I_2@B9{F|Q>{AP+rMI{dc&)B4+{N^4ssh3x)BGDonjBSB z$NDEYXASp4$IT{hWld--Bj9Zd&=)ECBQBS^GULM4oTij^4$7& zz1kMpwye6qhP#K^Aky%+)$0l?@`EYjYS*C`W^PpQfZ4<928S)}sVOF@N)BDO_C#jp zSg{g6{yBoLl)Y3IuX?lWl2;e})3ErYX+yM@+8UOfEem;Lu{!Ol7fJ_b7BfI^r-P|= zm-_HFTjWZkSwbibenN?~#Bab-mXVmdhELQ1O95^zHj<;dz^0KOiEN{xq8nwr;pn^rMO zZ~t%Hh?vaXx}O!S`?{Od>g7oarb_*N1BA3B5!9Z~RO!q-Wv-ZfDEVKjo$x^1676F` zsDgv-jb77;Vm36|V*`7*AFQSvTh*0inBv6%Boet5cGdchq$hS@f$^WRfX#W9`j6{E)|cc;_2e=#tFR}o5W2?gU3g@l!;CxVUbQtPJ0ImzW|B=&j0{0 zx>i0cWj8iQe@c$ZB3N0ftE5Py0bq+eU0^So5-H*nM8!;#&=6gC`m8tWRQ1lFeZ17( zG2869(mhV~Z?r3Yk{1%kB<5H*92ZwU1KB&G(~*a%1m(=59$zJws;tz+v8ytu-%X}d z1Q63EU80bF^3vh0S!80{>IOIZrlyP=`X|;7X+3#P*)jk;q0>*UXsx-=W;2O= zv*0Bd_c+J6k$XP5N^h%)n-Y9ku8HOn_4mBtz(U6gP5VX@e30*2qdpyV95kIm+FI9J zo1#bH$XRCA+X6opmY|3+74-fD3pM?20UjS{mt9vk+5&IgqVShe#2mSw9IQ63a>gkU zl2QK{E^;AcX7t?RPan2J#s|zOww8@$$j4**cBn8x6+2BmUBlgwj*$+&7+uDKh6nk z^vAC6t zhNi6nf4se4RIqdUGaz52v{iz7#4e&YaKV{qR_ zziC3q-tIqr_-OX{L zZiA(V`h@x!W~<|oXplJ|nLS9w&u;PHlohpg7M-&#fTKir5O|LQ(|&NqF9$nA*=s6W z0=7*JpFf)^BUQKpsY*7U3d`BnGW^Fi^wiHn8f*GKCjD&W-;YI`+;SztQT}q2W#N(* zZ~KK`LM!W@mRg|UnZV`<1l!-8z$bCn9bjvRXr;90~8o;#t(HT&FwGm2LFs=mK((j-0ku+qI2Nk$#Lk!!Wk=Q@~WyL|>y~ zeOf}8RHAUIb`BOaLMT)AgOSNgCnPhrTyXvTtRV@k37$YTyXUtazBSQ}pNCp}&m&gw zSJZeHF1hKkH%f{xF+%r`-kCiat*ha)>|Uy?UTh^6IcB#U5J29sbS@kuSm$sj51TYWYx0C#JaEd>=gUl+GJ zhz^CmavTUl+Fh&qvK!`s3R`zatDh1{o#q^$bhcdD4a${SdoZYQ@i+dKXEgc9i(Vnyz@RHN)=D2!Y-!+1-tZkz9i z9rcMhGCHa;s<1oZj~U>Ia2q#kMeu#EiM$AQlVP4%st<}TKGC;|TXC(s26{hsl~0HL zM`aFa!_vzs<6fkExoY||&qox~vri~?qJ&SJ6DbI%DL1?rUaU)L{Ysh#4~NMWYW0{H zGOnHgPM$`YhYd+8Y_rv-B`E7+3kVDvhV+rcD?Hevtc3JPzn{Kw8vPp0MYf>kXt}%= z_L&)-se&7ClMR0X#O;u~jrnvM`M#!m7ky#VJT15rReY)HD4SJlc~%6$U$IImMBX6% zcG8*dsD58aV}%LsSAV}xl`DOqLmWf+!Y zH#k1bYGUUcP?E=gdc=*8`^EU5cp=}j-qJZc+eV!PNT%y7UZMt6J8lW&XCcV_9soRt z+At~U4*@XU0C-LC9w;Cqzftav9K*Tm{ZeT)T|( z#svvh)14TvEy*BK+ojrqy9hWC*lcx`=%1*lxF~D5Aa9t&zNn}uWsImO2tmRTL1qu1 zaZD5bXLDo*FoQJ%EDX3v&~neRkT}B{$z|)IYyJy>-2@7^Jw7`?lax(XQNij~JJ(B~ z`v*h6dLCcDr0|ailOj*F=YxV&vh21^Lm9>9R{E4YFkJ8j9cY(i&l1||O52X7dM&9Z z&LwI=_0NP$8fGsd02Tto9-vYOM>5EW+OYI7ke}Bm3w&4(cnD7XjuCH)kA$PNx0Ord zPj1wPX06c~1{&t7<=V)-N$=+I#&T&apl;r@bYE*gxfE9%z67(uF$OR*A~Lc#Kgn$+ z^GSQ^0JlqYzj`|3OiOFT8DyTR%UIgN%Oj^s^YE;t<_Sk%Yeq?s3WK3i%_Z$fif=;PpL;;|>=oLo*Q8UAJc&`Ao(0B$c0~ zb5kjgOWv~Kyu(VBs5ItRW1Uy#YFJgg2eBh+>D_5Rj<$8>HC?lHr2fEW+r*8z^)b9B zsG%vfL)TnyQbuc1a}mzI$wNmj_9Y~SK85pQ<^=g_OY)kuqzD8GkU6(vP!E zz8;prpG6syy*~r}e@e~Y)BYUu^O+s-;jyiEo|j+T*&Zk44qJwt<~DbD^A z*BExJ=b84lW)PY~7Nd8dW2n#2-2|Lb#C=GcPnp z?%{Ino5}0`Hg@WYv>|*UBivknJ1uP=({>55+zj^Wui_olKIhlHB*|mELVt%KeYCGC zA=y0{6joSfa{ijyOSl7TW{c>=Th3%`f5MHjM9LACv%Xc_STt`_H#sm?zg#>ld%KcZ!3K#V_{=MTO(s$Ua0?eu3J_$=6D2g z=lzbZys1!gbBTf+vXitbmKRoMKlouH8@&(M?D2PxQ2tty=JHfp$i-9=a)fu{Rwdu} z$HQ(SS2hl}3~yGKBNMmJ=jUXukK@Pe z?yk%Y3-DPS5p@-9&&cBGu1xRu9a*ky?%%c`kMFP5$)9nTigFW{8vzHs&=bhIr_x%y zJmP54e_8eZ96!Diec)WOe_97$=~-Q> zOJi*MS3{;Z%fipz>(A?XEI{7nYtBoo()6M^Eo4YKBvQf=bl%OxGd3-)_Uxa7fH5*) zSh(J4eqtDab7`v_(M2ce)H^Vv_XB zyQ~3rkOc@d-`<6bqfb+|_chabu-6!fKlt&7ynbJzgNQE@0Ck2yaS8_*6n(F1d!>BG zFU+l_SW&tLo>M&pil1ViYrk?p1rQrtQLr|~a+w$!#MMrJ42!X+*rMM2=r!xV zHYwh&bW4=e3W^zlkhc!XWI+59<*0VE~}wLRxJ*>Fesg6?0=t%zTXLd22EhAA@Be z!^`65U-*dmg%LE!mUSA@CxU>rdfMG;C^}OMm|^tL^7zP0B{3$)>VWRhft0AUj)C+S z47W|Z3A0CZJL4;6$~v>#Ie^>T_)TwY` z0~y@%yz5t=q2D1(X-UDAujF;k+MLxleF<}z43ZbI7Q;8d|pVxR#2E#ZhOoQ*K^ z1Z14`-*My5n=#b0LNx>FW-bL3-Xd3e|1_|gIg9-sFgWHveyAzj3aj&vMpxhsQ2NQ% zehlCzu>RyYi7iO&At=7@TsE^%+k;wAWry*%rmrV1hJ|i zk6|)5VkkqxBhgD3YFijC9W*KlyvblXiH4MTELp5p98rY6N9de*V1~gUKcE!P#eHa|LpBDRtuy>V9yR`Ot1l51p(0s^T@{pYOC` zUBIMie7la@u;eP&WTmWeWPc_HvyMfzzQ6BJz0ed9&bKxIl`T^3rE~Jg?MEm8kdNPb zFLcV%z=7;vZ^X3RXFaA;_mI5MrZXj}ff*1rs}uy6J*YFOI36ok21S}hCK13u187i% z^~5xb5doU{m2ut6HO%u%<8CuPadGcS%V#nh4lZ_x_351L$8ixVlMtrg3cyUG^75A& z{DMeq;e4@0{>sUt@X|HP7jP)5i^9=1dAhN=8rToT*^n%CpuRGe|>N{xH$yTiOTYSH??JJ)IEHXE~ zMW$Ixi}tjd%Vpzx7Z8M6Wld~pxW%&IS2@vRAZkp~ITDKRawnz;Uz{usL=3Uuf~do1 z;E~Uk@Pe0zVBK$<(2&X$n$4V|8pXk3zptobh?5^E`_Ft%vgdF(&BjS{HiJcEYyAag zk-;h2l%-pkn6G~BeXhu-sjEbaBGq^DJ@ufq@g2$W91xKoQe{eA)?yyONLgCuB* zMNlle^lx9ip5R=Y+G>X^769&GoLC#_8q^*s3vN<0%NSWz99+XMjV=Ppoukb6 z^m8{UWniRJ$B>O9WA@c#)?M;oRWi5+qBhl(E2ceboUQyrg6twDr4ghkz!HX7+2wUw z4_J+S@#79yF&8Db={0KZg$(-&2J=6BooWgjagUKJ(zpB5$-6xf4S`qMO!Uv%1{`aJ zmc&l!8o`c-87;#iv01M&FADwa@#~USw$H)Hz1v)x1*KUi_xe)I8^c&$F6A&%#i3NF zH1iiAyqipqj~)zy`i*g;wE{8)aV#wh<6JquFDCN%B}7BLadRM(1z<9Shl3e2QoK^< ztjoiR*bQV29XXrWbXx^WSnzDJ@yOYx^LA*5r%RtaD!)xMl5`mG<>Q&9Pd~+vaxB#m zfJUl8NNZm6Y7dpsWq*q4T3FH#lF?#$rV5#Y2dbW~>-VNGD-n1IXh6Ro6x zYeof}j$hqQEY&ZA#Kv(T--A}-G56C3>O!Z{*sU;8m(9^;gQYT^_h4qY#nP&=xW)gc zJ?vE6B7L8)%JFr7FFAP^==(=va`Db|+@XQc#KH=!NGwpjR)F1Op-^btO6$do z_wR%yC#T0NTVwy1n}Y6NsW}}_sO^FWUM;-rmvip$wF>DptThVfX9twa9O8Z#+i{pT zEoHjOLHjXmgl)ZrQCw|;&iEv~_VqTGDJXcb&bgMiYW7aEQEu>jTC|1#o4w^^ zf9L$7|1d*y_dL3b_vfMWoDY7tgtLQ_Zt$GpOb@5R*Y{%(*!%r{HZ*lMl-~PK+Lj^M z0)ePnTgMxE>1?lb@87$`*~L@7oPmFkdGPaeu(h)+X|zd{B)C>C{qV41a&k1aj2hoR zeu7SxR+nzv`R~Ne;NQnxxanS>KlP@$Z84F%e07s`XMc!BpZUYNl-y38uTfCRZsoS1VI%0egO{@_Bu$UHkLcT#|Jj*Y4tN9ddq~$hzFe z8h`Ls1CHE(_LlMi12)_eUEazzPc14S!bJWuS@^tsM$Gx*ssqD={_6rNbNu~$kh=wx zi}8%YuZvJx%E>+0M-9B+u8>x{Pa&*>`d%pS6du-xnCqrU3VNx4f<_A{KHeqqvHeSO zKoLTaj4)ShP`Q0jC3Vl3dFix%DHiSh_iW0C{Pf*;?H$Tie5m6#?+$lErobh02ZF-B zDHR@WOiOlPXXphM>@QvekRKdx z?4RP**mu3lV%4<3WlK<#^3xxSWIu~BQ6E1rKX2s@ z@Em4&Sdpqdx`VbDA{m=yU}R#}_?|InW_UA{a*q+Zem2NwVqv0T5x7XOhI=$W*em6E8Obgj%iqcR#H!brc%t>~NYcf|{2)b;2pA8u;`}J0 z4FjdW4f`Q5oe~<}y9>Xy2~{+SB_WL8$JwDk6H;7TD#x7V;#i@2mZBr%c8Z)_2Tsh2 zI_fL^;9wI_L?_rB09b-8udei$Y2xP59KSq~Q3v9l$CGw7k_3p8s%H~|9q}WLBq*~Z zrOZ%C_pXGtL1?mPLLKL6`5#CF%GpY!V6gEFbtdD;5Z%!rjRZn(fnKC&J~jJHX!XVNr!~jqDVLDF%1{It;i--W z3yoEe6{L0P&9Z%Qi3BspZOGSZ32mBwCxNzKdIpjz*x?(vS|>L1Moz5f_h&w1YIQp9 z>}}GD+N<@v3T1(n)G_~I#>qCLNd6w$6a-0kkQ8jk=*6Z5XIWtjCb04kLnZH2f>6(G zSSA8RvcKHloFhFT4bCoOPFU}}51{@eRGrq_w1Z{lH)B~`Y_FBqYAW4V^J3^{*Nj!; zlnHfUNlUzF&^GfbV1zi^gy~Y9^H5Rx{+mcrox2`P=?A}jL@)Z;MQMx-%t5R(@3` zVFpo__760QvnBWz^}JM|0aZiuZRDJpvP(=eSU4pv2_S|Ba4TW_@6hdn!)618q^3N+ z{;4d))Xu@wa2b4F?Qc$GubCy`zF?Yki)=VJFENYigFvCCF2Hv01tZS4e%6%zrq z;J%T5BhL{EkdchJ3`7pl)tjH|PG%es4FYfrSE@bd0~U|3UP&lKSqJKY`a`i;YHV0K z0tGyF`=ido4&&Zsozc7ja_k|1u4c9@;3~``4%Ec=p^i#OO@_%(DYRVq8(qM@Hb?x$ z&+9hl3ZxBlqv}kfgGG+km4gQ8Hu3C&7}h$lP?HxgXia1z*=!RVB}tL8Vd>%%%o>%D zh|6~Qc>Q!%+bN59J48pCoorOvN&`#fnrQ3}eoZosPcVqee5m?xE<*pMdc#mBG;o^@ z6l9xXu%&`2NV3y+X>XpDXOM`vg$y5kAb+lB&d|d8mCdRmIz+QS8Yi$wriJ*xFSRA3kFDLR>QMJ_ zR~HKjcA+9B=?QC-$(m;D!Vf%)3{O&?#H0uDfux5|R9h8x+jaCZYdsE#+=ie{b{hObcOLaf=!K=ZXk zJ!@O6=JNb;{#j8uPHZ6#-fVT#c1@3hLTK&6AbF;J4(-Y)dBG`W*WE!Bfi`|ybtMFz zhLWeKW80c;@MG4iojha1lGZ&82a=KwduZKd%T)V6&41hRDmQFimzLh>oKh{vj+nJT zSD_C#z!7AOEPRcv2P9`Ms4|!~s~e4QB2=_%pM;4XIgd=Njnb@aJNrspLzMR%SCM3- z738f`<<#qp=!Y$vln#%*Qe3Y(jbboTygt`NByj0uW4!7TnM|E1dFwVG1E`ajxw0kLn`!@C@a5-YF-?SipZp=BsU%C@ik$Ygt2QnHq8DzJrl`&7Gt5z!jJz^AxoLOUHXhoCK<&p1r+9r2Hcv%yL)Tx0M(_Z4phIlkT(#Qx zj+6a41z^8{x=zf>hwc%i3sP@6sGGT)ET0pLLULn9%EyNydsn;7f-v1fwZn@OEL;(W z?;R{$ZjHarwr(JbYd)EOz`sm2rT-J|{x_ihH}Ga>X8L#VW?=k}=WL~axxKjbEp?=mmRC-FJomx;xB; zpT&cJdAdJr(gKQW>F@9BYK!FZ{*4n4_U3|?>~_yYN$VXl zaY1W7G5J|qMjY2Cc09XE!kzQI@EzV5+xsvZbfU}av)eeU)oFABtpfzp;X6)yOKvY% zJeB2GOYh1U5_F{dy;#`k@#^M6?)C-?#~XCl=Ax_Z!~8ryP^ft~x+l8=&B|QOaZd5~ z<6FP|Xpzpt*wit+^tRM0KRf5I_Xp80z0aM-KR(JUMsnT}xE@LzRZWzac-PM2b#Nc` zws)sebf;4v67L;-7ZP-b^{LulhwFB9DyDF%y?URH#i!BsPuWJKxUX zPxDq~%^c>Oje>#YPHBSgHp@WR3hGiM{E`%t3Rfe)$pUt!I(4uX0%y5?s|P{gUbhGi z`O_ZEI(i@2(iir2_&G6sxlK;rG2pj`7aJ0)$qA=-9c-w4C1^lH&-BFMtdo76wKH&} z5TcvJTg7w3tE(*eiMPaOOcqIlJ@rtc#KNsg7Sp!SVioTpK|>Y?#Nr22Vxlf9DmoLQ z4ldIM%dV=2ZK_K>G;a@`bIwq#;0~dE$F+pP8%XNpqpTqw?|0I#QCzF>ulS$ZOof0Y z-1MQ#E%LL_CI;890^Y{MhExNobR^6VHlXfNZAj>=4-?hJlgC#+e}@6vcvtHvPti2z zSNIZue$Ozh#BxIqfoOUu&$p7UX_hor{kmsOa5sn#=+eyuk_5;H7`%Yvu7_M=xvJ=U z16aX$WDMzz;x2R{(8Fusz>>zL=%3WkVGlFFQVs7vNS^YvNf>RWon@zP+OLw6w(IX6 z>Frd_fp1A*q9=V^FTwZ~7Igswh!rh0ps*9wHc1>qg0lUKz#pE9Rcxsh2>;P!l(K)f zH}De;Jj__P;DiohwatK*dR-!X6}_sGvugV*;%JL17=M~Ia-cbl*-h23!90j_`z`=| zg~5*z-pr_}Mox-12?e!tG|gl{VPk=tmUCS~+OC>TaxiHrioBM_j z>Al7{p5vdMD^=ndNIx-piiK}$1Gu%WnmXLublGl9;G;~pX{0j=yHiEUcz zz_ArGr=c@+Ool6J zTj2;=U7@XNV;i{_1dA*T0@^L|J-T&2#}YobR#mwnX+y3`uDUGiR@PPJX~ z7I&E7L@41#Ae1nSi&&J4*ro?0RlL_~1RvKGwc^!Vl2ml7mqFcO(RtEi_y^^7I%~rCu@6}?`J7+G%(LwQr3IH)d$U~6 zL36R%TD!s5u$}BX{r$x8CzugThOu=j%bHFGio13|wp60QM`sW*lE0Z>ctrj9UO9l^ z*yz4aolj6T%9d&1o|JJw?NMLdb^Wi=y^T%m{;KY;Dw7LtM_YA5CDQAC$64Ab|Ls8I zPLYILAD#$pMej97l9s9) zh=7dafZJNZWq~#o8N>jdqZhF?0ZxxRS_ecJh#7n#z-(7QJPZQkZo{lWyAh3A1BMLC zxi*(jA`MLJcejVh$rh-w!QFtk4^AWL;kK)e3MhMAj~`&_u_P>-U!6S_^Mw2@XP6LX zN#jd9hiP=`Eu-Gcl>=1~r9nYIrcjCbBQkcnwiEBxYRQ3-EN66|+KX>H=(!IWO6Q@( zf|`j#eGB8S_v}+=LLH|#L-4Om7-6n9RWdZFOo@3TC1d2tt_YSab6m+cixF*d%q7h> zW(^rC(Hq#n90w(wRnF!}Er%+=VoMoqhY_*px$wz3n&rgwP%R+y55MIikZZB4HBAFj zR%4thn4e5w2S(d^A2AQL3K(c zja&>kkA?u9GgwXb{hk{k^Ao=(hxJ{_Ct>dslahe}%@fmSm@m>lFi9(TLr3u$84T_Bw?0xV!cN_yj;h55FO}O zW0tjsu|b?&OHsFGt6FQeSfuZsR24YUz*v8c@vf9{S)EzvnEh7imj07% z(S1=S#*qs)Xo^{ujTWpbdaR~Gi0?W?axt|~juZ%s-?Nf*u;$*w3Wd-;> z365xvlsh@YkY%5{je}J*X)k3^Qd%@&Q;^?n;2?Klz|;~5Y{R*JJtJ0*G22STy2qLf znrpmL2I!&IPeDn)<^DQEH3nCWQ!ulW46qv-K_f+{Wwu%cR_2=GGbss<04Wb!B=#3#A_X)gHfx5L2Qv;tA78v|`rKT}WcX~}p z&d9DPVsA&(*8&YVol*w+j-u{ToTUf!igTn1R&|803qf@qkMmwAG5F4I@DiGe;IOSu zPJh%Oy3#?r`$DH7Y~1~>+8supN1|}lfJ`WPq@Htr0E*y3m4y9qFpc#oz6oWF;F1y_g>?e$Ih%;E!8{s0DfHq!W1;*`T+!+L}iT#_;y4DAQlIsK`%h4l+Foz2Kxyn9h z3;PLZ`LVq5a92GPa{ff1@f1itV^IyI_~TY0c$7gA2t&(@N?RuDs1s4M^$^c8St+W5 zuDC{&n&kJN;!lnmdj;FmCD(|^EZ(qL{0V|bYr2dj^3oxXD_x)LZI`=*aMxCxuYD90 z&~>S1rHw>#@!xkv*D?};_IZ|7aGQ4m=E}ic={wVAt>PY4W^IxMc7^+-;)7xzmc-6- z^(QT1vf4-(?-^Q19CNuWL@)h%YXSJB9j7ZctB7f1$}poyjBVc>QaY!qiX1yT{QRYb zw}Skj+HZJ8hXxibj@ukVkXeGgxW3`nOfh2qGra$Y+W!sjIhdLM2i~*%N4)>XoASSO zqWlQ!R_(AmKX~t)$2odyNDftj#}>COjoERq1 zJnrG0F#A#^)64UH+LS$``EilVTW-C%xQfTe_kHYI>dWWN*Kf9k47+JM9Y_!IkG78F z^L`&&ni@;y{qbhMk)usmoh=T1Xp%F1et28D>#In1EQ8mp<<#Z#^?3e$c>XD*G|-qW z&(Jz6cYorZ`|xnBsPy6lM3kIMo7tIjz48U!82b0H7xG73|Ef2}YiI4ufbME$QPDpsQsO24G_h56tUvK!wYxiCOn>TYue8m{a8v%t#H=+5ga^fwhpKvL zxgc)++N_n`bmaafCE=<(wflHRcE+6D{pa8uwOGJx`4DUH`Lm6vXZE=&zj{=@>Cx04*6Iz1^s z1GZ@K?6d99gg$|U$c6e^#Df^lEU9f36skh2jP`t;krs?Yx1qxVxjfSZXwu`)`}k6U zGhUkS#dhG2~vl;q^n zKi{-37u=&?a1aidbnH$*H3xy($2_n?E&jQy*QS4yh={(netOEk9e~?vA(33moROqo zOiMYcjHHMoHUht{NiLCjHY3F(1DUN|rIMEW{b<^DDvRV)&(KFh4Laa@K~3@Wfv z!1|CUS1A$dQZ1LTP!oewDK3L#u(Ky_C0a2H0VbLo9~k>4mE)efXc!&bR;p!JR=+81 z*rxj))JG}XtcEb{eyp}WG-uSw618yT3{kAUcsI`doWIy)WswEi6Iivs9$0Ly{mQR+ z&}>(QjU%<+b(dyxg={nY)ZSeOV}Q(hZHOC;lDbXaMP1;xnf z2>u!87OHnHZp9HqUUsZ#a8X&-dhSKgS9{Eb`$?_ughnNtgw^Yp@AC9a5_tlH`EgYu z_X>Xm(AtHJC(n#TKAJGd&(x{H?Jk6P_=_-1E-m~nS3$AfgE7aD<{cgEO-`+*$+O?< z7+FafKVdU6ZD#IPrTF>XaP(M?1kNY$?TKrheTjqg!d0$w(_Mp=ZbF!XwR?_r`GpDr zMIoE`OHNq)iGPxOCYt)(Re)WTOYIgmwpV+zZ!#buEDa;QF*qgw7eI(1uR86eWmZZo zzTc{ozJTUoa7b5z1Cs|aOUBySUj|&uj5TuYqcpP?nX=poC@$Sl2C&;WcE?3$E*QL@ z0z9lw=@2bOgo!NMmBXnfIKT>BZqS>I^1Yqix1J2JpCK5^EcL;jl0rMj0A3TNPZp}% z+hJ+Fh{&r8helbYRF7U$nhc0G5Ke`sB8xN#H?a|7I2aMPoLY@jC_^PsQ;f^~XbIpj ziMY;c&SCPf4>GVw3qg`BB!U~jb0gAQW4>#wQSKN#$DIwCOhZ4P=4VDq-dunRJZd-c zm*cgR32`+1WZw(SpgiQxQ zi|UdJ6rBN(SLY0i7ue4{&pA9M8;jO`?f7I#N1T|*kF3O{i&P|<5_Z1p0J`+tLI@VA z#j0NXmhD=OZCwFH*k-%sqEGJG@+IPE7rI)V&qx|UZT`ZsydXl47nBXOD>(+{i%(8> zjvKfD1>Z~&nu^&Kot6Q%gTD&<>tt^;MnW2Ds$z$d0#okNduOnLHZmNrxZO3 z0=sDITs~&=LItW2QFH%YiO-|fo?96RY1u61N}c;k*&$-6CEb>X3SP*SmFiJzLmG2A z!5J~UGWj>9t@?L*58Qj-BQW=k*Fv#27)YlhsyJLA9h{JtU5KXb=tdpIDGY?bD)+?B zL^hn$TZGXPJ@CC%s^1I>-NJ1N<93WIgA&U%?k6)_-@#y(pj>R_Kzy5k;v%t` zIJ2|tJ}WLD@F%PyJjJ;xQ)Mzc9ONI1KqXh?6)5OU2*flC)R@BdJK~JW~nZ4kc55qYJl?AJvH%-z)E; z7PPGvBU}BW$32mbF2!4ihL!1r^#WP(W^+14(OCRIgQO2e((4;tC-Ow81Pu)S?G?}uzCDhzOJjH(98gTQPIo~Kdc%;S2S}^`WO9X+^s^|sFw#R@Z6x7 zN504|ce$8>zD_ELoH_Yhj$;WvHm{1db*Q$4`cn+5tA4ixc=|bbR{A zID-=AszmaOyh)dZdz#H;ab?Y?6-=#6bQnR#X_S=K9F$$8DW*+o5t4s!e5EalHFE4p z2U9`VFd?YToW&_Xr7Sx#=CErJt-7&jQ743N;doU~F8E5MbYR>$c$2QhL6IKmT*#A}s{cA6;#)V@3H zqNqkw&#>>D8^$z(_GyRF01EY#E02?z<~;~PySo>;W@oBA(+QB_^f5KS5@qB5dqBPW zX!J?vvf8;DB>nR-=Tw+u)n;^9fK~&0(nmt-FP4aG?O7zhi=d9Z=<3|p zM)pnw&=vix=(Mp%KSSG4Jp2r;q!jM5VUvdVirFTj5KzeM{v_V{eYNXTA@ptOcPvtd zrSv}i8FEB(e6z-8%k8wIU9+JcbA(~j)dpsuMMt1C9!K80C`V}eUQUQciEgbQZ*Ih{ zk`Qs&8Tt`Dh}sSa?klzCPq3liDvaR<>`v@!f2eukJe-x!TbcP_Al+?4yAcS7D#$5Z z$^n0D``-4eyT?>6?6oZ3-%|aX;!XK_ZK;NK0fA0)-54Fs)oV+CI?XkoiLb|7jp4Gp zbASD!6L4r#IkTYcWUfRH>t%3TXR&DR3gLB7DDCx%7+w^%J@9SL%{^^Lbk#N8GBy+s z#|T|z;C0dWC)J}<=|3ap|8CO$aiTE%4`OEjkHq|sJLP{#%$SmqM_u>4y#uHGvQ@3H zLW56EuK2CeU=9!*-tPQkU=69?pA^dF5+vgS@Nn%mcXYbxKj$;aztD@ANgNpWfK#Kkn^TB^rB;giw7GLE`q&cPO)I=s1R2KRf>Uwr6WFkE_gkdObpJ+H1ew zT>T2Z+^J0Qy00T{*}6Yg&_ls0gO{Q@!jGrQE?%>;XmY^~=q6-q3V^^h*={X^7+sP& zm8U?DOcWfktWFYIBA}xArbBBsL0d_!s%Bm`N{l(SMU zsOm=b?30Q6G+pXkn=Yx;RZ~RxvBl&bAY4J*M!%D)S^B|wl1<(>IT$3^q$8>+y-14f zjB~VqgH9&_lwcyM%StLPGqIgv+>Uy<;Im%#DS3KwHA*qc6cvovp5=v2#c9xZhN$Xu z+q(WnP25)Zxt_9#=SjnIR@LMXt<2Crc-9ar)6h(+kdSuaPRFl<#QhVHP9q# z3*m1ri6Vq#rGUrpiJH_vLV@V1vAQ+RSPdPNsFK3lIUJFSHfm>;i48IsV?EGUVvULi zIVe(Dowswz3-Bo82Wcp|B@(*0?jVATgBqakt$>~wmsISz_`%KkTm|gRl`wSzF$VUY z2-^b?=skCgh$z;BLVO{U?j<6!{B$q`28JibcK*aKsahVP@OX9qC5jN)n{=P-Uz?k?^hy;D$yD~vw#EF^!|L; zLh+a5KG{dhQEr?u^n1SVV@jw{2(M)jyEx~stY$;XMu=(ao7cY*bz5-P8+a!qu8>o~ ziRzizZ`l$YJjOY1BJ3@{B!gtxA9mWrau#u%+NVhuTUAToFjB06UC+GSx!r>X{&IRRz_#U3O-DlyCtS;f4%}S>6@6`}k5~ zs}JgB=xwHZ%3N^80wz^at-|vdba1Fm&4S|x8)Lm8A!N_ zNUTvn)-eQjj2n}?=P~p>+WXBk*|SS=$|>#I8U2)#mC*Er{pVLxr)(6Z!2Q>PxQF3~ z=Eb6_$cd<&9rRC?@tx0Ga1$s4{|jO79Aw+m?0L6s+qP}nwr$(CZQI?aecHBdo2T79 z=l9G!bML(OzH#?ItJaFBwIg;`)XvQM<|lsx(olhn{r1Oc+%6~7Pk=F?bkqk`Gq2|0 z>_pS0nE8m~I(~9r@I3n6g^KDlq?kuY7$MC{GqeRByP%)tT&P*KP{~*|5=~>CqA)*~ zT%OMM8Gxzlw0bBsj};6N6iiS4O{>8w)P|})D_Ile&ay(v`q>jPY1bCxw!shgEz7SD zeb3Nwisg-2xX>)B5FjBE zH2z90cO?A`2<`75Kz~SP;A0#Q@l+65O&qI9DpCf5HT&p=kDzG9M+!Sx1XYxb*SGVw zm9*u^*TdH^jBF)`Z+?yRUeH}=r&4fh2x}apzEZTCbTLp#6MXJ1x>hShV zoRS&!XMETE608}sU{z)|9J^RXB~}$L2u?8c&?K!LEnfTy;Xl!pqQM}|W^F1moi+6{ zI}?zqm0jBpiY)y4o*@@PTv? zb^;*ZMJT29LAvhS%e41B7YS&Zo1qw@Y%RXj8PnsV?JTeoE0YV-jvHDm-?GY6=Ms=C zI1s~GgzWuc)0JULcW}e@%kQ&6afqWwi^jIgv0QG1deZqMk|PVPxh|Wk$6M0sdc_wf z7uwhpq`(r>DW#59sb+nn?6i8@lkF*KAbdA>%h@@1woQMkDF`yLNn6}Q7mZ1q!z<>< z>DmF$H1^oc7VE30SF>f5zbd2EO2g;NeZK2VRD$89bG41yLzxRL>_ODjFlSy5FPv^&w<&)47^qK8(m+UzlJ28N6?y)ks*Lvl_S``4iR$8;11U9nN`>9!NbZdA3l)1oc;LO;}_R1_z6;Hla=h){lW^eAket?>Hi;V;EW`Aa)5?YHL0t-l($nH`JVDXvJo+T)Mk3g+|wQrcNbr2)akQjfru(}z?f^lfq0&^Btw zw_78QSD{nTDpwatt#J)-i>b8!65pRG^_;TIbHYiKzrWt&Xmh&1z`|qQTD0i+Dsyoq zKpkmcF4^l?uSHM=6w{aqN=E6x@cN_cXfAN<(2ED7*FKMpS^m`r5czwqgri7hCTRj! zV&;QT5fgsI3iiJGmLx_~!+T91*)Jk$zcNWwsRMjN=)FKrMi^j^w|+`h-&t+>E45ih zHL_)kuNL@(OI9mP=v9EpY@4^qk*c+@4Fwf}c}Mb)&yh1rSDNp-E%_z1d#@>uQ=Y5> z&i*VF&sUFGZ8jnihq~b_$V*epNB~|aS?}R(BnhOMf;=x%)u+Vep(^h1aUL1(D@Se7 zAWW-?p0exxehG~DEq9P&bk$~AZ=$;hKZz!7(9Sj0a`R7f@dRW=)yML6Io-h#T9z%n z!~XvMS>U~~qi2F}+bK@$W{dhbWora;lVpdQ4o2dnQ|=Mp7VhOEx2&Jhc3rE8f5)_& zI{rbS>Uw(|>yPpE>B24J4DW>{n&w_L+GJ63qbpFW%SF0tx7Df)JnLsnfmB^Z0Ix)m z-aO&apRDxhqVn9nz>-gop4MC3v z>LA0f6F5P4Xs8c@XE@twYA#BKAIT!t!j*JPts?e1_Nv-9i+KJHaMOCP)_7Fym6%@| z*>qk#N2%DG#0!OPi=gLY`4fy)ohagp>yxFOboEuh@T~Yj)@(mblOcwr=JRR{ByFW| z#!d|;`1XADUijDX;bO<~xO$Gh4JLlOBcYJp|>CUta-lO5HebdEYDUZ#(#;5Hq`F zKR~nMAX)!i;P7v?Ix_?Ff27)(82?M)!1Rx}=6?ztO0mZ6jynGqeHJnA zqm1YO_IsPWE&I{wm1W3|tzFz7AOBnL@WcPLF9gs3?dkc|-hO^KYLaIJcwIyf-Fz?a z_x`&1^x^(DQ|S9we{#Gz`kO93e)5;H!h$k}AmpTZ!PK`U=E1`^C53chAKC={EZI(7 zzl;BZ#U1-MX5Z)KD8Ba-r1kH$`#@Qm=o$R=Q(Q8*g1Z^c7nsN7R*4b^czX69oX_iv zz`JAicP4~G+Z!?8-u3shiDLFU<9+f=VC}6HxxZ1vZ~ZCdJim)%-D~BnUitM@&%ZUF zPp3cuN8a-9AIh|kEhP$N)QDz0N!j){>%UX*y?2d6Ve4!-b$sc?nWPB=1Ie-X&ad5E zXYD$4Ck2@9Ry~e>u|mgi@EW1QXyu&^cJ}ok>^&S{rGUfqE|SrqTtP;vXUG9@k-T2% znej|%5HkZ0!30HwN$g|NbH#-FLX3)V*EYmp_CCh_?mAgIykHh=f^&cs%EpZXZXQr7 zDIjOZ*9N3KKzT#_WBmS5nTPw0RZ!r0OlV##{iLG+HESjYg<e2z~|QG?~wT*8VDN zF-R`rQ5d598N8f22a0__StPbesCrNCO7iG6zC4aC2WqXqKh-;ZMYt7WSV%c4V?t$` zs6jM&o%N&#RAE6)n6}(TL>4**UgO+*HYug7L!21UOO{k%k~awBEfO9c)NG~e1@W~g z18rtv5+JTFekU*_Q$AX~#4;{hY3H4$qb^!sDkv7!nwv#M9lL(T1+CtHMF4&PwVG)3 zD?UZ*cS>M4A4Rn|NG&wDkCZ1RUC}8rlx3ozA>yPkfGHJo^?fL6mDIdaCAe1ViqM2t zqmQVREgGyk6w=;Yv{rT&E&%h8J++~p38N%4UaUJ=q;N5`2Is25ySphEw5@Vz%T`q|ArcjILs0Djo^aQDiB(Z8c*YUG1y7DhEV8nwSRAegev!<+T0%;;0q7!-ez4 zxGBv%((i1W_a5m6#*NYdJjovuQtkn<2kC~LRMb8*(34tAnKPQW?Ke2WOt8U60~iE2;l{1d3h&qnd4-3)I7urikhUR zsF0r=)b=73o3zfZRWUox8f*66H{?u4c_V(P&q$xI8T!HxumDvHDjjh z!%x~$kL?qd0gzOEcM>2uj98QFxo-`ur!WgbGirDP<Tl0FslIK0O9+@;j(7d0JG9tF_gdg6kJTldF)BCAqLx4IOvk8h}pKX06u8) zdq`4omE94pjgFH%yp;w=(|IF}7?^$11Xde++O1{^@Yg{1b7T0QdCU7ElWD0$fpA13 zr8`O@m-4L^__QkynWlYbMl)F;aI3jtHrQG$-MUjsaww1#IfCCQ9WxXqAd}bwA3I&W#ptH0BeHTIYa- zF{9i&7tIQ~bSOtJVU=3TX~fR}Gx(-)b!sCPx)>^>r5LQtjQ4@WT0HmDZUjs}L5Y_R ztfbiYdmC_e;*Xx}o>&Dy4nxB|$cn%|(vIY)I{>a?k2K?ciq#w7Y$x3X}Vh32aA`yv2lwtO2b+g``} zgsY*B!;*5;;@seoa_^yPDjTjp^??V~{~^HS+f!oNv=XXyxj=%rB?^VQtt1j(fLq*| z99{B$vFA8;bu>PPGzuMlSle5C|;4o)TO$#>%hnH$q$BV6zLVw8Af(5(B`?n8M~lo2V{_N@2Zy>u*K>C;IPojg(RPRDKS>is&Ns=(@FGXx9x~iEZ>!;U%;h7nG9Fm~3S;XylxTc0RUGniH)fQRN4c zZvk`RhKEBG5(M{2CNI840s(P^A{k8vG&S|BgOmlAHx%|EdJIZxSP$NS`o)K*?k}>*;j_Iio``u>kd2aReFye}CDC%GDAMoCN=U?9a{|D{z zFQ@*03vJl{Rp0v07>bGIzk2`wXm9=}@4r?57-XC}7B^d9fKA4Nkq&8P@pk!(u=4ChhHs26{ed~wk zoMromZ|f#Jo!t>qylZ4QXLoQo+gNA$_)S-bi0E$Ycu=y#vZd++(mGoIt$E;a^&`IL zy{I*^!LGqc;>j&pcEjNSDxHS2bjQ#Pz#!pjnNRk_WSRvF2rqwTFUUFhR!ugmpxera zH40B4ehCYP1}#kO$Q~d5A|p(`)|41$@Xk>J>*eh$f8X4M;Jyd-t4DPno>60qj=+OW zvUtTo39(k-YoubGxj$beLyQ*tLa2U2?vqzcdj=z1`UDc6OJD%M+LCZ#aL^Six$4T! zLHH3+0%t8Px~Zj1RkZ}Y$li4RsCe3sg&g9Jrz4q3RsXI6px~P^MYslopT)kc==4+5 zOynDj48-az9ziosft862ar^wr}rp^%lm z8ts}yje9N~3rX6LrrcPGKM3WU3kHf|*9gXEB|S|i4Q8m5X|%~tiz-FTS8poVQ!}Db zy404b*@=-h7=cVtTN#D3S}ZL>VuHEwO=37ip-MV%C|*FBlAMMi2BPru0WmPN=-FCG zf%!Ub0zrqRmQT|xQD6)Kdkmok9oJYfyElI?A9k?H@gq;C=V)T$|PBzz>LQm$CLJTO>M zd%kjJUl1{_u5v>&(nf7d&JRiJoS5YeFgnFJ&3R4c7`UmWAgZoL=V{Aj-WK z>)LB+ZmnfStUdKf9m;{mkVq>n+t1)+r(K7FzDP=Q4tIb>tW?lH?qKb`C_QhSS)YP? zA4S8icQDW&bdW{w8jREdyfOTqWQ{WHkuCMOvzRjw7DQ_k?FEd-i1WMC@WfBb_SM@| z$X8oDYu;7PU9KyMuW!ckpX5QmC|VEhKb$tw{Lzfo!O0HbGKY}}8e z*4CT#qz=C|iekxZw)1M+^Q~Lg`ebAm7kux;W;ZGO1z$V{w^pjzDw?OQ&h6Yjxz&(O zXF|tp0{g}^dg6EDBu%R#o3#Fiyw?#{%f#C8>LV-Tx{k_~c=-Sb#1-z)#=-_%d9syF-VPRZb+&P({e>Y*)v5R!cHvflB%6rT^0v9?~ydG zI{3t=q-#_Avch zLdnR&^q=@N`sMuL;w$@nY;ySd`pocH-tRfM6RU~K_ahB?_HBgokVJwnvT6U}+~{zVB?SJcbJ9pUQ<`=S9* zkAQ4CcoFD{(jhEeD(EvI`Ew+*<1!TN1a$IX;Vb^C^uI^BfCtdnU_RI31FSX&?7ipt zW!_|UBDK4Saf@wl;OjXA@qJ&6BZ|CQ3G!19e`u%yNO;&|5E{cl&sBooU;D}B?Rfv@ z^>JnXldY;Dm40{!?12b3SZ@$+2O)%^)Bv6sI(m5rAMrp8<9jDe;Ul?*-w(1O-Hm}0 zXx_M=Fl1xP+v2uCNN z7n=Nx(4rK--~r~B0)1=0Cx@h)(GgGG=VX+g9cF&>RM#j2GZHpl1frDi)1sq3}$P&e_#aiKorOYW3ChNu$vgM`P2G<7>_LGnl z7~YHmW;l$0@W9;)5TLUS zjc|1uaFzb4qpzX@@vfX~VTT1-ol#C%!XT<^YTO1^l$oY{3?ACf(p-*Y)sQ^U5Jeaw z!tF6t@9A+w5tSk-rFE}ENPX-taTiVdu(J-n>O9enATz`4zR(lSPg=!gDGYxOkQ*?0M1gj~n9YJs&2;BYeCqdO zL=;1ch75_rXES84tOhX$?!CGu_0F5RK2>^qvv7XrvHbD-6SR9rc1J#cxXNF|==05# z9PTUE97tF0w;>FB+!B*$jnDAFMoi!I7{fOSk)4tIl&bqqVq(lxZJadsSIZPm7%R(^ zWf0#~zUDj?aMwP|$BN6;a2)d;J#HMU`6)zDf$Qc4`4C_ zD7+vu*T<~?r`H*XcVN#zi8y9Qcq`*Oly|!CSV?)p{ztPpBQWQ^ty_d}eM5fpY-Wo2 z(DaSr6DY}oIH&CkM0qKnVM(m*X(LVyb6Yd`{5^=5W=+f#laPGl;+3ykB<4U2K?@>d z&F1Ki*^{r>2qvQrSud1#goHXpM%`ZV)KnVgf$Qwm+Pwl>m-A>G?iV*6QW7>|$_a=& zn|2fQ_B0@_m-A_ytM#Q_W0xAn^$6^UYKh|@id z9mH5X|MS%!G%V`K-goF9oOd$wy|V_>pNTO~9Jnt)??^?w$Qz?0xf63+5pjv87=zsbnh}zTT629*T9P95?^kld9kZzIquR2*xF&PQ7YsR>2R?iQ z@r=7W(mW2NtmExj0=mfWM_n>k1|W{<$(S7DkdFnpmD$5JjB9htKWND!Kqt^`;R7}~ zihL6oy9LnXp2H9(c0oQq+;28`6EpBqFt+9Gogd9#IPTEFc1OxnX=P)cZO}KEzG?2N z8`QT>>)MWSzlS{ij%wNTs{VYd;|$sJ8U5VFa_jA`+S|4R%`Du;{-&2n#EzfhxDH9= z57iF1K+u}5y99jw@>~Gw<$!r2dOe5V=Wy@0rq;9CqtYS$DQbp&yr)>Z!^H8A$C!}8 zzF!O}{+0M~YCLjsh-@Qj%6t{>+-Vbd zY*I|eTtTqu(g9<=#`jabCVX;0AIkD3ty>o`?ZRm`Ivu$|a=l;*)YKxAPN^bs>7p6* zoFtzPJBGPvO1wpeyJ(8MMVLEp%IrhbQ#*-P!IZOV3ib<=?!pPvhC$1v0|$>`W>_Bz zJ%-%11E|+{V>e~yYO*XW$+N?%Kub?u-Tl{ADcO+%k3R9Q7&wok+QGplf}^9FEahfn zs{!I)zgWOJ+y1n;Y>}5cy*iWR$C584di)XODcV|J8Rm}w6^@lPW}t_a{8#A5~Lbm>iEG5t$(Rv>+<~1*uIAz z?)2pSe8?8_?HVIT29^RSM}gU+BT4zAB#rA!o()yH1niv+=j6eyvOf}wB2+?WGgyWmMH2Ml1JjfYmGSzIOtts zCL>npE;O0=1BWo_94yZADkk{+!Pj6bAn8ey#jfSRZt`5*hZ|YmjEA&?QnB!E_JKPJ zue{x9>@0%Vmp#5QAt--Zazc0}m3{z~Ls#6T{oQQ}*FY%9?l6M57_1a60~AfXl-K%4 z!|t7k1mvtJb<}#}fpq50`D#QU3|s1_f-S%o!Yrguj^4+yIAZls#BQ^F!J!3)*VMPo zdH?jWL0ZbA_@Y*A0?Mc3JmCg#>LbKoMsexVzv&)sR}z(O!$nfMBXo_*M6UEqT%gr7JRbCpMB5bmFW!P;a5EeczC2Iu7{EoY zcrHrEEK`!b)ZL9on~Q=%?y|MD;h2B^z`Wv39ni__E|KbOXN+~o?s+zrx6@L#z}O7f zf_xe#GDmVo$!QgEllweoj}~wyY&bc8|^;AU28Us zDB1Vg)PoMUx}3t$M-7rs)^EAjz31rt6pSffXo1aIUUgA*UL&3*Xc$A8X9!su`uZ3N zbGbRQI=9m3&Hk9$ef_L8(@njCiYE^15u1IE>=4bIM)aeTF0PJguSWR9;=JaB@RJ|n z<9}s*pE$KXJ{>!!TaK1~OPAA2x~4}wBQ^HL*pl%eXOByco>iGtApi#b!PnZwAR6x1+C7#SZsG{@p#K= zU#q`tU6<}9yHJzt{qC-+25S7pXU?D0_Oi_RkyV}hYl;4n)u<7SM2ob%Mf4(JVFB?x z$E3|A^wz=cz?;j5Q>GSo2F@P5&S3-H-r2BVMds3@dI_nGe(`j%ba zitU*_S@{(z4=xW{s@I^E{S10%A8H59>8Y+pf8M(K*B>RIo)SE-o)t~%R;`a(@R}sl zHUM0G$rzI$9NIrFUE8+EC+l@=(?~mYiNRW??ED{GA1sT4uwEZ+;!z==hEI)y;f42q z*lcy(MWVOyY!{IzUfUVsg0BA@NLj?3IC--3M{LF(;PC`|!wYdclOk+6n>n0H(1Ca0 zI67w|AO_}S58~|ef$+MY1mw3b(`x8U9IIV_+8;PGjQw{}@V{lz%kT`cYGluey1&7l4P zVVgS>u>2kTohT$^@1af0$j(MU`&U^(z{tSBO2Em%s7o*DVrXM&ENEwLV@kjPMK9=V zY-;C1z`@A~MgPy2{c}Uh#K;CkFKp-_VQOh^;quQsD0*cVQ(H9xj=xj>dHrAZwkZ<< z)4xF6P=CYlf3v!o{~-=aBHY!`MzVGAXfW*KCe$Az;^gn&Km5CWuVVam5X%>cYy*uZ zp7mU~*PNx0zF5;t)7^-}d1LOjM=Yf4-l)znaE#m_u;eeaNUb2~rHK#j;w!%eB`SZU_)cEc!wQ+0;@XwQk_ zzgY^*|4Hcbe~nJB>}url&k9g+ay9+eQz1iV(|>;U|9{(CIyt)tTNpb1V^bN!|1)NW zqF1*xaj|gLW@ck0U}k0}U}9zX*H!m_oAE!E7s0=lpArHo3r ze+At9edqs>s9|DZXZ?RNHOt+e87Atk+5P_JP_|6hI>wPyk~CRXF6^h#qoYem^@8J2z~3q>w3ICv)7y; z2>Hh$u-$qcG)}GF`rX<(eCF@>ba>1?11NYlKbyp>j$i&hRo!) z-yVc^x%)lypF`yOBk|?`hTmy-Cl~L(G~ajK?+wTEZX*8Kp1ynk39#mS+pE6myeoMy z#Vpj0>p%5>nhPbz|Au)7=jcY=5zbWC^Ef;Bjq*J!-**Y-Gx~z>w_F^*e&)&zv7HFP z=l_}*4bMMk_k-4r*LOL(k3J}W2mg)N+;1&34>NfmL@^#!bslE99(O5P)aXH!DP`W& z;ZvwVrC!zQRlIIBJ2m6l+4J^2aIo-TVCs5SUu$n;hs)t{c9&Q@8kf)EdGVBaS@(PY zD)!Wl%m0z~SJ4mP_q7c&r0YDwvI1nQA{=jUo$#&@|G@5`r4NWd8+Ax0}5R3GjqnNZ=eH9DB`37ilGIT zBTX!184xdyN6~hC!F~bn96k7tqql=6!e`Msrq65dZgAs$_-)r+jsMA3(EJbY(Cz2= zfGjStH43+wUxa@1*Ot7Wkg5OsFX0Ep*Bgp6|J=EXP@g9`|A^I<&*u{*Q8ddc3rZSb zejIhW)QMQGWvi7c2E3qop2)IshdR~z`3O4}Y)A~8fe90fK|q+P;6&Z9d_Ww~L2qg4 zucUY7Z|Qc_PvL!IYaSEOT3L8cS_~$(2i~$Rdu1%Tm(y?+?DUCJJ@;PbQ!chqD-zlF z9-sQdIoqVg2w3{l{qku4gc()HG@kt>_Q787M9V$srPnN}=h zQ!Uo+67ofyVGT-DmgYr}`5$v9NY#1jFHD{4w`Zx4dNq-uIU>kov!s$KlWG=G!mM$% z3B)urp?OkwQSbpMlXCr$!mAM}u)tW+RFPIo#bqExO)lSJbXC_T#*vLwl&e}Mz_rB`J{Z8agV7Uj@X zw_%_*+I8h+_7dh^E^r9+xpgmOFV^ zk{LlBFI;#MkvfdT2;5+S(R$p1OSeuo5Hh&_Qr$X#X=0%KOx!tzT~0pJA|{6N43k%} z3{9fW(`ccy{hfMO_$RJWhN-jFvCjzFr(1M0#@C=YQBBszy_M@>?`WE#i_L4`b}tjt zzwNk9ds=MS8MjjpTbA*!Fw&^16{Wb0%feg;&g} zUxVye_F(0UMNc9)ay92?|IK+__CBYZq3^lC(74DUXgvw@>oWn!+&%Oif&^i--?aW{ zM^651yAK<%8r5TWUsjl5C&Hx0X4BPOpQFyETM{IahY4AhEU6&XxeOLHMEQtN=9tM* z{O-bmusOSJ;+Fu=qp|RrEmzuKAv%)o zFN+lJT9<{!YSr2_`Nd88J@`Fod3zC07{K?P&!X(Zjo{i9nZg7v1ldzPbPYj+!?O9)^obxHCkX(b#F<6V7>Mfb^jhp^K{PJzT1(3m%Fjk)zDzi%beNsc-Lu5&ScVRRjXTV=zJ#7*Mt}$_Or479x-_(Y%^lvo&VkA z&#zz!=CGqr?S^W}2FzbbHu5+c1&RQBF^28&NVpQOQptQn6K0DZ7lruvn=ZS<7O!*& zItZxt=U@YfC75wCyt8NGxAa~;v!+0$EDq7^jAJKKy@b750A_q*feazEl+>?D%tfyv z;2Oo0CZlkiN#|LqBiqR+#mKGhJ;zN$*+d92CMAzyWm~0y4i$@tYFLvTW%7zGlw>`d+l~#>=;!o^ zZkEj`3WG)*_jumCmqhaa$Oi*`xix39$gt%~mF`m}%bD*nPpw$Da*^2->)E%*L8K!T zBW@BmR@f!jh?Pj+XNY&SC`XAYFlRbgU?0AEsO=2JkdcA>HXd!<4SBWBTpIc{q-d>$ zRy!9X#-^ARkjt{|{y^-%SSIyoJSL0?50-rbp6Nw+jwy=mLo~R+zB9+|&OF_eaj~qt zUhJ--6rMyW)Wtwwc3{Co|LdUbT9ckOg7FFJsOt^K3mh6@jbbjfFLR#MTP^CKM0SFUBFZy9}I2 zqJD{Z=iGCV4MZ#{#A9pO2yD@rM$*ugwc6ev%%AyA_-A8|r0S}TDVkjwAXOs0)H4eC zBFvRy1k_Jl+JLOZ;*OV}v_5n_Utss~c9dNHy*$poZhEFg8}n`G-dOzW+omHU4w%@4 zR59g*>&n2>6F{CixL>LqyZ2(cc~V+>(z*|DeK|E%6}kbMNF0v++?Y;Qed5V5NFIk5 z$cfwS6GKnn_3Rsg8{%ue&iGwZ?5R2L<#QPic0Ki7(ZxyYf?Qm$nt8}TF|Ic8fg!=E zUK{JMl?4)*1@FKKfkz?_+7}ZXa1(k92M&<3jz3i*hcbdxuL`?qFflV~xQpl-%8JJh zf<+ec7Xr}=sjRWZN|eXF@v}y+YW{SzP*24v5tjTSebVZI^ly@R_ws{NHWgYtM<`p( z>JJ#)codtw`Y}u4S#qNc^P&LB#vFVi zFXDIUA0WSX%OBYn{`bDhKwHu9p)-KGellcD_DPx&2u95IMlSrc9YX2x+jH$;yrp72LvATd+PrL)i(OPL^EyV7h?cAVDmG>vxR% z0X9m2&I1iuCt*vU2|K2_#CM=3EThMpASt{-wT3jr3+T)3{R`~F$Vp%v$@5f6GY=|h z%N9|GmtP#UtJY#Jz)$Pr>P2zHX0D5>s%$gNopus9wV9QiS%IeDg;7Qxl1I3t6N$s` z;%(JO_vReAsU+nE9a{6TQE@jVEk$wkJ*sn0Pmw_J{nrpdbLO15GE;>Sl;p+nIjJ7v zW}R+XC$B0kIn!fUtZ7udvK;$9U;QyXXPT`5l}s`&+b$vRScSHMvd_QHNx&M>?dCwG%9gyj`&t zfU0WQdQG_9D-?ZqIPI?6-!Z;iUv&EXoPF>-om+0*Fc*Oxh>reLD2~NQqF;$79_PmF zd!3(v1{>WZ4~;ZUKX#TwmH8POaR%0QxVm`V&<1V?eOAtvn@z&{5{g2Kzh+rd&P1F5O?@S^R%_GrDCrO*gt@KI4|yM*{?D~?P%yf zZqhE34LGn0mr7DW>NCqn;d1 z4JL{>mu0EP*f|>Bk62X|RX8dmV9HicPi3hUp4s@bN|b(f5{gN`g_82;O(PXDqPru> z^%^e4{=8NXBL@pI!u12AvBL8CDLfPF%s2Y+41@`KGzbJCb?&J*(tJcwM8eSC5&Y%y zH}r`FmIhRUzJca-F?BH{A>i@Ko=#bi$VZFA4Jo@k2tJ^rtT{R~eh)xD-}3)_K0f1r z7U0DU1%`9qM^}XI9MkW+ZRQK=RcFSXHN2@V{1I9AG!T)f9~zIb#1Vvx&_(;HfIDSF>o;ySOu7DVFbS0_{AM^ z%$&uDT)P5DJHy(hV>gz|=~J)+l}51#te8gqSgUa*n(BODx>&(Atj04ez5Zs({5PFV zyPO6K3WOd2-O8mLWhRz*DStOS7uqF(=L?DCWh$c8?shN+@g$ZWt^y%GLWezPVy9FOA@rPpeazBo zM^k%OQ)uavdj~d&>Re=;4RAJl!aYCpOl`h$(Cntu2V`HVr=rppeKf-mymG=4czh+X z5Iv!#)XbVn#8Z9zIC`=zaXqqM*bgZSOpPDIgiQ!x!pqhR3-z z$NATYOKWnN!f6Evzy7YMzCPIG9HG(9ExRMtaXG8hstT!P%#(elNE%NVGpueRrbu;` zm#M3j5dg6@9(Q(+mWq`ZOr`EY?BH2f&?qUGx6D0+UzIu4+eIwvJ;?Wic5gcY$9c*W zrB^}ADGQ;KFweL5@)3M6{#GBGRyEa((7dGcr zT0Z1lWaP~VJ~2pb5%?z<9-Obgsi>arx!FS6RDxR$N;77s6mvAz;x)}ejI??tRl?Bt zDkxnYE&{V}%0hmW@}c0E1qW}0;aMna7Hv2PhK-LMKckzNhG|Odz0gT2J-9Sr1B~O{ zX15Jlw(ZOkG#CD2_lQvGeD#QI1Ulxh5*Xw&L`|UuKM`MswS>X(^Lr*J{rhi>G$I75 zizVCINksbP(S{+I|>S~T5AH2IjTlT;7hCtueHInphQ z*J-Wk%2lyAdf6ibToB4^0@p#^<8QL+{fCU=t8vi6kro{+V(>M`nt+0Cld_Swosr2? z3n222udB%u^E9D)Pe}bB&O9-Da1iH{82|0c%yy^urEz3%A25Zx_l=Eroj4EGCLbP0 zm=%#kMt~MPUbpul$BeJ>oyuenxP4@A6W^ev%`TiC-?xdS_m*Iuz!{mzgDH?h~kYN0PQICnfklm#4ti$z{D5=upGKz z6hg=Y)}Y*4cP?b81d_BH#^S~|MrKN9HL_12teBIq5k+?)Bk*M*B0oWy&zjh3?aoUOL|jc<|KF!Z8LGD0ub_P&fFcV4>Jd6Qc@LQm$7vt-qgDffDllBl!Wx)KxAyw6Q{V?*0shb>G?Q>CM$^e8yIoDIbm zmCmC~y^k|M9W%iK10|~_VYBTvBk}kr*lZ8QM^*D*KC%r(>ajXIw`x@bna~7Uh=8C| zO+*zP*bql^SZO)C~{HM${+0vo_=S(8V zF3a|2Okk+*Dg2(yq9Rvd=8?~psL)SIeISX{xE8ziD(olyIpIGO)p9MiB&mX6GRSIE zb7cgEy@|Aq*4oplhDm*=l!yq%DLNr&SkN915&5w0bx=8c5xz1A9+6yevx4SMMY|cE zI#wz6V+po<$4-mZS`>`BK(&F(xb-rHy+j)LcRmmdRmbgyNe7@77Q`h?R8BU(;o2QI zSDRGgjQV>0orhrK`hkOgu!pXN{Xnq8?5%K4IHiE+Dy_5N@SVH9-IR>CoSSf%%EHZJ zytDvZpMeN?Nk*Kbc*-w3v1_ry)cb#gj)UKC16G@>atAks7{U%_ev8_RNB=Lv-Z@N? zCfe8SY1_7K+ty6mwrx~vrfu8qp0;gk+P0@{*6r`x=iI&bbN0RGkE)D_jJ0B|tS2+8 zvf}+ktuoe=rbB=XrIJUKls@fW?-&1L)vk8u4?ZdG2Z(o4%fi^L)0&;15CEqwgaShn zyRryX+EAH!T8v}qN;W71a+XDB2vq^TGaqH56+U_Ri7%eZi<4`{0qWLko2Gc_X!K7;$U>5!EL1PC zA_n~!T*#4{5j1{}0zMUkijT9$hGz-iQ-*kIhs}gtD@Zm{GOH{*7Tdw;{;`ju5xFii z)Ca_AuGk$NNlr)WWAy2S?}ebeyCaTuC#jP`II2`&GJE7G3f!n3YJpOBM^9KG;;LCW z_AIL7Wd_EoEeL-}beoKLQfmYE<@T>+Z(!-_g6vXRleuT;M-u8uaT)2Ldj%WQ!?gU= zZSWIOt$kne+o%XTy^3kk@N?_X+|4YPe+?YHMtjT*rOcIqicbeFSS@3*T^A|UXt~0TvQA90c*$1^*VjyE_=6Cck_~2Wn$OT?xnL12=^thyWXay+@5L zzc*1XhOWJsb%zy8b+|f9@*HH@A>(pwlVfv><9=kXG~V*WMX9kdkPs(&zt0kv9Jwc* z6HR1Nji-YJLWU?9OuWFQz8Mt;Y&i!E0YQeY5wTN|`+Ig!Xa@Ons0(ER$H#mU2(!Ri z1`yL#L~9@!7q?JEeQj;Y>s;BVZtq#P@@(8MDQa%!5q&JI!Y=W4-3+I_tQ`!A>9AwF z-gnR$?Fhy&_93Mp5~~UoEL)77sL^z5dJZf!y_txc`YE>iyt$Qn!*rgYxM>Y}igG*y z40@?Ug`5%rkwhL2Jn$2yYxojz$(>1G3iFBraTM*?6aEsdxmtvuM%Z#1jp!D9LDW!Q zj-=_?p8b`c88Q=AtMZHHN7~`kU`}a}r36*>Z4ck{i>v}MvUTN?EHh%&i&%)rYQ9y^ z6kyy-3TIbVemYWC?&Xn}X^HEmPblLgD1JLXcb9HZGR4G7Pmp5EZd+AHQy23oiDt73 z(OI6(gg|uUb>VD6*0yxhPOenZV)LlcZdpcyGG#xx!7g_c->-i`d4=aixF#q_R8;5W za9WyNG*O>$mHTx`&0g~;z8Wc6coRcGNLsV{IoUv1YJL_D9n94AeRjiI5S74o^`+Cy z{UZu1Sv7OX7&^A2(N^cu&Nxt)%pnu391vs;?Q=AU+{K6Jax>~Pkf~} z=ZEtnxjflff~cgu2FZn932Bp;VNS=RoN25@W~C7Vn(br;d-p-OnL&31glWPh5&RIF zF#h)4{xczXetsh^WHaNLia1+k2dAtn<|rnY-LlD^x+PC zpd8}oB6DsPpKijs32HK0W%Xyz{_G1UFHe$}6ihnCqAl3-t_7v1DPh}DDH4}I$msf6 zrT3liGTD}Fj$Ko|h4@p&pl|!#ylFN>M6b%BeCT4-cd>(- zD$WF7&xVHB$PQuvAnF{kf+s}1AKg97Lfcl7_$V{Wfe;e>X`aZ)WJ@^pu zPZW@p{b4e~hlaOEkM+nJ@L80kG)z%rtRFmqL=(}s$RdzFA&FmiZQof<`a18qS#ea; z`sxdhz1$GXa&L7r7OA9qocUtr+>a%h?R~22N+U!{*?hitR>jhfC?nkVqZM&AWy~n< zagZQR4ve6JX&m0+HIB`pR!PA+2ZZ8Msobp#qHI%@610^4wQH2E3a^_+9vfJTn@R_- zOe1qR%!%3OKWsEDg*Tn^uEx2))rFFuK&o)sSgw4rqJYH29V*YWB*5#y#Wr=xJ}4wx zyXmPTm$NnAmhSkeBi3}=QaoOcDhZQrcdcx!()P?x3I=_hAw zYcOXrHe4^CaAlP_p%G+Y4(8{UhCzx05*#xY=C18C81tTn>(3Clamy9f@U6Ip(t`P<%Yv0jgU#K2$-6{lrF?0ch$+tK@I$Q6sHIYAhm6353t=AjHu zkeniS*ewuo?)O$XvD{H-YIL5opl9b${EYbG+XGm`7&NhI?P@&`zb4gmb3T@OCVVG7 z%NIL=6pBV7`dZ(dAW;O$r>VlKN;w{(y-S!X@uKTtg|O*eH|Njpr6@nYK>I*`CF1IO z*kYYXsJ;E48n774zh#LlkbW^$UA7k&0oYy@`cI%kaOv{8C=7vS!3YfG&8nJhO03_f zXi&$5)le=m357wtUBqFipmUjcuj60tJ6WUgHwU)fyrwnvCYS2y4i- zKk_U|;q=WkZAYmzuu{B)8Eu}CXKY;bO))oCe;sEdk}jXS>q~4&F$Q49f>Vq0lvq)OVlP)EsSpF#iO6)iTR^@bokF?6()qU znsHhQN=ZFK_lMKDelur%$pAl71SoLHGfg9%zQhlv>&?^$b>xSXIvP+v(oaN2SSNL` zKnUkpl<^N)W>1dqYaN<5+4ArR3{7y%m(PGqY*g?mEpsNovmAKVv3hi7v{fg2xBD>H z_-{HX)O;>D`;k%F6T}_>zL{ecIb99|F~X%qdQO-O)gCz1Q%qwhG?mHIlarZqCt7;OU~Qh$wJ=s69{X&<;ITRG?%-Wxtwzv6j#M3p2uGW#&lLqA9)VGtVt!u?ErG zP?Y>$<<9$375Tm6Fms8oQA}Y@{Gm-Kn^Giw+@`<7G-sta4-Fojp*YgOhmA*)Z$#in zVraTi=EH2HCORc!da3*#sb0$ZOD)X7v*vu4P*TU8ABczF4-Z<|P6QxYoEz|`tI9?< z=ByYY%|VM6H=*Cb7;*Bd$fI?o#mx^ERGg_M*3HFU8zuX>PUhaw=mT%cfBMQHOY_lH zO+xltB$XkKkBf#fN@mPX^gEZ_5IYmSx!FvDc%V+k%Z-cE@||(Hs1T`|`Hbz>=x3xD zWG2J?o_c%PZ5Ht@HWM&{zCNUEOO_X4X#O&aTQxVhQo}I^$s20_5cyn^`FHfqG%BpYdQ!h_PU>EGgVbZe>>?fk6L#~W*(k+Y+)y9Zkj&77%3C^D4A zm#$HEg^8$3B(Tk-K+ZDN05Vu|+IGsNX(484)jwvwxXnHGqgY&grXmYnYw9RgV?%RR zNSFoQ#!Ze!z#PXb7HcKUkVaC_c&31Zw^ALUXHYq z*KK)XDAl(7jIopymMJVKj=4xA#zH_}7U&9y>Rom*wX;4q zl!h=6{GT@Oh%u5M#GVl-$toN&2@*;{*OG7`ep(6?@OJZ-3q1W0c4TQETCLJO{Ar>v z9U!q1b5`Y2Vhy;d&V5Pzp~aGO#?pQsbv!O-FFHb*Z-(+?={Kzwom{y@{7`>CjA1N3 zk24r(lk!#zwQ8T$jJoM!E}tsNba7*?>QOI=VF%d0Z*WhEn}|d$&2<;-IqGiWK%H9U zb!#B>;HLem#_&;Ni(R+*;Z}PWM`12cwaEF*Z^+i6RpZYm4dWMJgg10+ix}qn^%!(s zXW$GZ)kx1{hc8F;oH^7G(Eq7e;iscu(40*BcaW#HTX0P;ZlLe8fY*E0A%?cvUHEGT z&EQL(jmrYP2K|_Pg+5KNV+G9)yHCi`nRy%C`XTM|HM-A*^R9h)9!tFtmMHj0cfHf) zsZcEjaf8S3{^mdo@iEU>vZn8GI9u@UX&+v5?$Gu~>ek4F*+6?CS#=|umD1Q44%LYD zr(5L2G6K@BM%3HxoW(WjB*!m%Fea4CYY@>NW$ko%V;ad-_y~yJ1NR73!2g_Mm1D>u}0JdRjd80 zFp(ay5g;BsXJ5EP6AdIJ%be!#8M5cY5DVwMyp@AszL_G&&)UBXWf8{V>jucS|l&l+eFgsogRjzd_RXBG5jS{t}TAP?SJqpndN1%rg$%8_AEp?U>-Puj)gOgU@yCM);nA5Xw--(TL4Uymot8qOCxt7$M-l2 z2w$80G)InyM=@R2c-Mk1++E1C33ahfJB4$w>svf7St;TKGp|hV2NJ z@l->+_%PyQ2-L?zPh>7YJw|qT&Q#u%U*uSi$@+*5wl8&S{9K#zZw(YZ&10hZU~*e+ zhago%kV#nMAe#k-l5+IJsxP?+UOP^7Ya*sMtTfJ$PeQh%C+8>|ZnHELK|OTwXn1XE zYp}i8)#LK@Ma!E<5t1$BRLQ^*0u?5Jo1{Q6GB~GB%E-<0C53}?&JFB@okq!2m%Tz&zLCa>aDq1t&vtz->9yuXmLPx zIW8xW6y!=8euM4k2P!eI6j+vDTEI5>4@8LTWz(c_cDt&hDu4K&r)0SK`gP$rcKA-9 z7xdmaHoe|t><@RAU7S!Bo~lv3j2wn#f9u2>G}7(&{85R)N;4#{hMTjf5FW7TRCC64MUdFcS-{Sr2cO#s&E7K`8h-lnuTOKdj#0_**A8~U6)_+;GBtDIn0=_j>7 z|B+SUVv)rfom`l9Q7Y8Lim>NthTWYC?q)Qu+;T-|6m|X7h0!7N1W%UZ@!arUuSk%T zEtCS%2eUI~F!f7~sXmCy)oRYE%u7csfmYQp&&GnQR!LGc!lLv6I$1n>woX-O0xVv* z%-ZAI7=5?tXoSs4q?d?dvUd2%>G{$$5~Tzw$b z+k`&>(8*IM;;Fv^n%5&U+>^e)IV0Me1odEzLoduzpPbvUa#6cjSG<@kE(yep1H76&eyeChpfFH>offN~Mx4*_6 z5cfH^=Ul|RA{{v$?eZ(*lIm>TBi=G?>*E8k>MI6d$*!qY?lZ+otaecNk%uz9NBk-Q z@J}L`%B(;gJQIn@p|Hme>m#CvG)mLgahMD5Vz)Hrg}o9n@N)xNg&IoCR z^hMdu>rIV|{wew5F`dn}Kc^u3+^sshy6%2w4`m;JzCF1y2gJ9uq#AV9BHuP@?8N@! zuMQ);JMQ=KKDg_h8RV8MfDO@iBN%Vq6GyPrj=4&8m{A4B654vn%JO(%WTtZ#1uPeviAIE@n&= z{w;B|DA~U8`i#V33SyI#d!-83_G~8AgXXi$UM}RftABH~Rm%|%Za{)zsXQdt79B=eS;HF|EAvnf}wxkyZhi!V4 z4N+mYaPbUH+|BN5`W6bca^Fh*{AwOfhecg8xQ&a&$odP4VH!K{(MbQ>N0Ew^m`6Br zA4i5 zp`u-xx*8|Qn#C^51=?2KCTd)Y0Swb}e8cJmMN|O-dP&!f*nQ{Knk3t^!wzPZR880%9H#%e3>oTWTwclzt6pKyZ7{xvSAxG>~xI(`Ze^!*X^i}Ut@hikP;*L-!V9gxdW=u|UC3?-+6sxV~ z)ad6W%5g$JoRYyvc2EnJ!NmY`WmIdNEnPdB0=}Bl>$koW7?WU49e#s(m@rDKM*C@Ejw-LIl$CAd=?{3v z8)|>FA37=K4gbxMS1a>Td|A6+d+67){37#Kd{s^6dwI5gCS3Gho!VI$(@p`nj>tR% zue%d_o~|9)!SJ_9m`EPzh3QQ+ghZLZhftux!DE^%G_}sIywB2!La|x;4kix6s3MF!m>G(KearXZY+cFdEl8xhalmoaYPT{Pj}s)Dl5K5?-mqCQ-UU~ zApz122Ee!Pqz-IuIe~%dQGU(z4J#)Xn*$9mRdH1=(c?-KU+FaNI4KJ@f=BW=G}E`q z<;wK9?b6$Z-J`wY+0WyT4Gs0#e13fqyO7-GC|72!Z{+l7sP3!{*>-;xAgW;?v?Lm% z#$9G!)UAo1w6&{wd?PW~;0Z#CtI7M;KEU*oPsKR+(3*c3>{}l1;H(jDI5%1}0~5EbGA*&qr9 z@P@tC2&bbYyJXjx*|bD&QYI(ZDOh}rmia9AGY_u9@R~zThHLK(^YvGQ_IMn*5VN?W zrYfuV>ay!!IQNBcs3TJQ)49v|*@TNc!iW|kh<>hAmM-XIy-?%IybyBf?3NMMM=tVp zd81L9)zW+RbVFebKzSMIp!y{R#z)Mt*&~v}J__M;m?a_1kXE zp7wr2Zk|7#o^n$U{X1)L_tCVvbD*Ac_&D)|3yK)9P$Z9gTrWsY*yb}h<(0Ep9 z8RRnTOf(T{4W<$x+hmf8oF=Ey4-SG)yGK4)-mZ)W@n|qHe>zX1NZ%h${1Nc@YPMd$ zc53Kv{qS6}W*S6z*jL{1H_}rx@`N0KkeIMe^Zk4MltHYiS00_qJ&z2*u~UF+J)-Ac z3qiCM87Lr)w-C?6b`#fd5ZtzU4b!fWpN6HE$1YOvAw!; zGPOMR($Uy7FiQN~v`j(@t^JJt?-O&2{{1@FgCVBk_pss=H{X1B3?@1i)sbaMY>H}S{osQ?Wf2e~|G?#PmI2#bf(YMWqe{Ag+Mu(?CmR^XD!AyE(Z70Q8enhUUbrkL?}yTEGF9 zh^qgpUUDD0<|DeR2Sz{9P-C6XF^7EQ&Yx`@)ypE&QiRvo2hX8j#o3im*8}P(J;-J6 z8R7c1qtGUF*;8oreu5hA%A+j(nvZkGjq2GaZeQTKHR2O-I|N8@+Bb7t25|<%D+&Z_ z81)Snm|(c!y4^V`7~v6qh1Em7$?$>KM%SZeMTbP)Q}V7kRi66?c5VBthEsPR zWuI-BYieY&r}?tpp#kvs-RH^g5^%G1@%3YkvO>Zk`jc5bqKoNK^xgGch&)GLSN1pg zmE33Pg74W)W7?!a+ z2M7rs_3!VWsGXp=qA;JjT|Yy6gKoxN1{F%pDS19{d&BEn%u;sVf%DJgX*~;o)m;9Z zAr!~j$>Q+zho3gU&2@tpfT*E7{`^}xS%ArJKKqTE?AaAT0A8xEbo06nOye&|yLJ%U z@ou(OBec-RevS8m@lktZEWZ;_4~t0Pb#y;=Gk3M~S=`**{b+K?hX`=pPiBK8_;`Za z>Gro=D%j&Gn{_>74BzwMb8>AU*3`T`J$+iaw1=H9H(gKnZzxs2m*X1HQ(45a6LEIh zCO-Q2&CJYtvsrq{w;j28RW&73tpssHdj1(FdSUe1P!E5^t4^=;?kT_}@Vm+ZNChAx zfA=Oaq?a$Z$jUS1>I3-gL>Q6ie_{;8p z28h}I6?Ok_i0S`U2>VZfn3IL${{|2*Ohl|RqeJd=<@QgU8rQn<%z=v%Ym63PWt@U> zHz(lYu5;%|Y;}Lm)HKfy!2{4wPv*ma)bU+>*W<(39_|(#q3LPXV;hzNvMjOm4C<_# z4Ie4!d_PV6thri@!?;_!yJH!8EAM!$R8#lO?eUS{X9KLVe^B_3N7R_0jWl;0G6}gK zzudi;VEYgG{4MF6TsrRzUv8T|wtiOLG|8{j|33BZ#wTEKOaY|q6ben#`LLBPf1?!q zRS{#dxM|!>JK@&NOSr7{Hv`zM!^_yFd!D<<{hi}(q5eMeA*=dm2(R7*)3k<1({#>O z?f_y$z)A2=YtUOyn|cTKYO9FHve4hwA@b+@;m?o+Z}L?XY2`^cp)7t#K6JogSt z+Y~~t`zJ`;9fjM*22wymMJXWU1HlKPfYZIt28C45ynN66>phg7T+e*hiHEk(15r68z`9FfTyk7|}f0YUuR+nz?>*n|)#eRR1I-Yfy)5(3;X4@pn7VBA- z|C-q3cP2D_sRHDfCu*epfQy3r`1U}t33%5R?b*>4?HSP`f0^Tw@&8MA4|fLlp|io2 z4=DASW8zf=LV9Q>7_faP9+Lw_h;r}8cX0aoUXHyc&SRajayk9v9~1^`mfUZyeE9Cc z)K9k^nm{Eb{-<;Bf3JG>Uy=R)AA0+LJm>yLa+~Kr(QOW9W@3&nj-QoudW3;s4Xl{vR)nuNvpSwSV?k}6aUlpk1q~bHny*RUrabV$Cpp8ubyA_9IXFg!NSe_uP;{i zugJK$iP>1#{u%4vDA_r`JaVwYva|k2A2!Y}slKmRSiXY(8jOpZ<=^c;;2yl zz6Say(0@YsN)Ps*l>V2&KiU2}1`j7O2m4nJU(x+*{3R00@uffT<@TS_*PefRedYVV zoPI_9#jpRH{Z~6XGdD5omka_M_t!=2>j-^0|F`;&De?cw!vA{_{qHRNzxuQP?Lzf` ziWai{UquU9Sb4aJ|CfZ}*AZuCXJ`L^>ug_Hu>V&@!>ksQBr}m_j*Mo#vBauIyLIzo zyY*(f^@^`zbGFut+EbU`)%o)F+ubnE+g}2g;f%Vah_)we5n1XQaWX?w8$)_)n|<*C zVYwL?WY%UUXLm;pR`$darN*WusCNl1BWaoBsqCsKVB#+lH4b-2_LipI_hoSsC=Q zZ%ceWKoe^ysTSrH6nq+l1O^9#8SZ>CK@!{kwY0YeBYxuw>?w<^ORmm-*tTs05d|30 z(Yc5PlqYv&r;`b9kB+XK5aCw5st>1tD7nzN@bT$jfwUnH^;EtqBn2K_5y8RJ2v4pI zuk1R=0O8-II>hY=>}rBu@$K=smGzCm z=PQKad8O?k?45%h+rJktK=MyN@PS?sW>zj&P;BhXjP>64npcCBm4lvP)>lQuBYO}A z@3kI1@LAyglhAiwK+D$X((w2PpmgGEbtkaThBM$U1ccotNDg}xye$YWfG3qx0LW9FOr16$AoN2jAmawml@IjbfuZ{7S%h9m)BdPD z1mSg&QgY!kA@g#f5^DfDZvxP0IVFb?)sHxbZ<}L|fY0tAme?oh!0n>?^tSxs=(<9( zfQKIU#g*Zc?bKqlI+jKb))p2BYMzg#mhRv=AP6uIA)5gIQ~hz~;}h?#rY`(t8$UXF zGYY|IaybAzBz?s52Y!51cT!ad@-B-9`FcvI&5Q5N1R(+evi^th11F^TFU4e~s#51F zZ@OG2DPs$x&-Xp;lY|MsIYaX9BD+53`D1QS*LDbcvz zgCK7yHE&WgAzDK=O>5?$RP$Eo`|qHSq?}cnts1Fn|C`C!ElSZ0D+iDw) z;S@Z1uVJ;G1nD!``1LjI+mxjj)}`RdM%km*gx8%~qj{K+2>&LMo%O%QX6z#64+~Z$}rrzVeJkH>(I?IY}Xtvx}9L&8med7{6aF zBSi`;KK#Z&UTf|4VGt-rsz&0XnPeHior6e&*ug1-zOSe|;d=MD+Ri;I3U+m4xsUVWUiwwaJ!@cQ!~)P_CSM{(gdW*!dCZ|q6s5Z5?V)9?@s%=GoO=U%scUe&oJH|8qE zy{b&EKTD(MEOY>Z<;3UBHR4rE?3*Pdyls;msh#HUN6D7~b}P_GH6(UmMF0o1Y3D3- zCu)L{Ypo+S{q1`;JQ#XZu~npaW}Mt7crBzd%5HsNr;iG@l&>!nrKDC8$p&WXRKtSV zd^tttnHY@}rKxocJl^p@B{}NvY;_bl$zlr5R);!Mr3C?`S_4hkJu$N~a@chJ(IG^J zHmQ%~`iTp9dl!6AQM^exfOg7cUrr-=^VgraqeqfPp)TyM3TMU&kC)*GsECYDI^O-) z(`vV}tjCxd?q_QVOQtrkOfz1vtY)IKC*`?!pO$q%n9B$X04|7R9GN+3%!P9u4C>W- z;CIEPfwgkX#&Tzn-MmIx;@r@jP{IB^r_i*NnVNHkw_Wo`+OzBG<~{g5H>W@E(I&@H zdB)AGL!}#Q9gSN7hc}IKu*2-_yrpLS;uACQ4vSh3HZZJdi~%n*vVvs@K1dOM7!m>` zC+^cyw!d4juH1Cu?5M(LB4wsqyBc!@+T~}N0cUYH+Y!Ug?s|=SyBpll3aP>K<3RR5 zC%DWK;*5QxT}s@eQqNpZWMiec%{1ACyucun%6Hou5w*!1QuGLA>Ae;N#;#X1Yec)QAU`M|^0 zX!F5v-rL`>s1<8n1C0^T-Hh#NYGm5A5sJ}?oDZkPVl!0wa2Fve4AH5tl?U(Y@Hunc ztiaqv7kL*jsz6C5RQR?AUltpWhaX&}br={E@eCep;_HXiSsE3{$fMB+D%TKqnVa!d z#R**kt5mDc{^S=g#7NJtp%++akggZy_**HtdshLVXfYz;L2m zuR(qKK5P0~vPE48=D~TPfe^2b4;Ov=`$+E(vr{xwE{7Ez|6fYvv^IDlU%%&}&`!*3 zaea-}I~%RPPv~$<i- zw>@Ix{;Of>4D7MwGd_Dv*OY;VXzye1*tJAUW=%BW{ClW`)rDO*Uk{ic1<^Z~Oc_mO zWshLMh4fpgvd?F0*yyc_7jy_>Z{2b)3qInzpgqc$Nl!AKTt-;;ywLuv%Jy(!i4*aA zyIix04clSs-E|l}VqWFN(P*8;Mb_~CVW>e~atz3?X#JF>^9_L zA3P}1h5JVBk|Yk7b}(8?!bW*x7qk_|^R_CeF?So0WSq6+3o_Q(tm51rW{ja!F#= z{CGGmQ%MPv)|3cf?Jx^$sG$+7Fg!9Bv&xfzl#^dV`}xfJ!ld|eYI%CSlT^`pp41|K zzQvuN>z?uWytjTNH=aGSIc7Au?s(<+7>y*l`Ht-Bi$Evc&E)hV2fLNM#5K0zMo%bI zV!ji8>6h8<8MK(zElL^J`cjc%-@m*e87fka5b-J>n~qr$IIs~=muq%E{2KE~j!wNE z_M(LSC*kt138i!GF-j}7mJ<#>XV0SjnBOW5a`sQJt=++%kesRp{m@^%!^|o5Lfu=p z2Mo8Tb9n*H^35T(d;qeu`!2l6@p_wVRNOb-_2H1HTjt`V@4`L5o$xyA1Y2g(DRK@g z8lp_q7&?*88-K?jb>AVNPll^VamYF6jL5tZg|=Wl{TQy!M}ld4gZ|K+5!Y3}$UtYm zFnIG@*VlX*cOsWTEb6oJNGzVL40UlvpQ3sY9~ua;?$m@A{>==I^s5d5$H3be>trZw zf0v`!uF~s$&n<$!xQHfJN%hn|$NW+NlM8OZ-==Yr1U$$-EddVFrB4E_RDUzuj{+N# zrf~r0CQ@?N@;4KQ5=n1J70YTtfRZA#;e~h#UH!dB$*vAGSuT>tf~ghD(2k?%%VwJ8 zYZkMl-K@^|C&_ku%rQVe*TLMmw5~z^T03s*Cdb+PFk?FdRgHUM?mCYx0KuYa!qsQP z3G=7)Y~2UX)}HOb5X>q0SC09Ee@_6euqcdM zX`HXJ9B7d&c@G-(^eZFrITu1k9U!k+qLFmhQ*26idu3SA$p!JP% zwCyBXkdL>115Vardys-j?JDTrMU|H$GHlAlryn_QMURsAO7Hd#v9xFB8C)LVH^f-5 z=M$7ev5KIvtHs|=vQzD_rcbkI%`U%lYzI(OpPri9Zw_3Drh_zNL=M0MY$40l*Kx)7 zPWRM&$2%sm9J)?ol%&-=OD~y)7u=-B+DZP(AedanvcW(W-OffiB79fv0 zAik!+Qf|2J<|PXWNWh8hx@W32aWi-h z#wIkoNCF#Vneh{V3iI7<7M+D)*+HYk%Kbgl{x|BrpS7h{y#&xSY!_JjAEQsMSF ziCdNPy-EMujyAz11*x1PS>7L+e{(!&KN|bo&j>S8Y^L3RTHmOJw$7V~7rImLH6fOJ zO6otq^tQ#iXsGXe*ZV#_`MI$TGwOdVsw-0hm(mv;0`mUQB+ohF>Eb&SdHp4YK9R<% zFX(c@;0f!lT=kS2;RlNzMaU6VrhI*UC4m_syBfMQ)ZssM{WB=^k)3K@Ci@y0P%pp0 zd_UOMy_BCy!%>XolHCZ9(afN|GOid4X>J#e-XEXE&>x<*GlbbF;~0kWiS#?^fn-kG z3K`GpzfI2vD8rt;GTLV-&nEf^qDwW?}cWrf!)%Gr^HU>oyK}Kxk42|bTPWBkrukUhuC^~MO}tHK-=2FGCtK|>|c;PU_#p{5ok!INwMU{>2awMPx(LWkB4_%9lKLAJ$f7o2$mC0k%C z4E?uaYCQb3(D{&Az2L1*Z8&j55PXl@W-W{SF@2cU-ze%d1H-`>yor1J?W+O)_2MHw ztqwHQdHqje{9mGMhvcd`T-hqB71#zuBB;v<&6Mz?tZom3bOacnR>sco^EI`$oVJH0 z?)^e}&xW{7YVw|xXUKKvxzE%IjQpnwO|D^nurxoL^Q>}x7TK5o-Wv`OeiL*DEO6I> zahOAtTec+5fg=D)4D!ux$RJc{ux?^OD_%xWxWDg{f@Y=hXCHMAhP1UrdghhLW5`&?V?ip7B6C@<3^$4d0EPH{!ZJvzL}iu?bG0)`|`Wdg@f2v zxg>i>!p%fsu{=`d+`mku&{iB{v@X4JMg$1x8-F>2A*NOFMW~T67zSFIjn!iwFfNfR zt0J?AA5TZz1uWU4${Gx;I&y7JT>FJ2$Zd9x+H)_0Nrse{awRJGW9N4BcemnGC9Y|Q zT5-&-W29pQt14ZMW)@yuhtwn`tpJmz&CL}DK2li1B#XnWLoYhBRJ5*}tz&3O#P6DR z^?gQQJ>)2c`0L{Y+#As?0VpC4%h}CG)0Z;71<-zp^>jDJ-RKzSSX2cel>fk+v2t2UHcn4YK z#!SHz@?MIhM#Ui2m&?9L$YxAVU~Hl0&KgA5=nOy?ITBvfAs_xl)iocW;%1kZ`KCKf zt*4C0@>I;zyI`jnf@^|QUR?RTUA6CeB`Y<%x*-LSBQK3KPAI09mRLBYUKF6^E*B0p z^o@WE#J6^4Z*EB*uJSR2_WbBNpR%v7UUmHr=JNjWViF-FBZ_VN+)mhfbwRg2>QeNr@VcYIl(1ATIugi?IfO&`vCjkJiTe8w6}_k52%3;{3@B2SQchys<;MkA z{0uu32Zg>5Cg^cVBs^WKVYRYNA=Ss+=R!MD` zw7ZO=aS=Zqj?P1n3vXTsSc!v;F$sDSnLJ5sFVRU>n(&oJ`oe&K=CS^-4>K>_c^`|- zR~al)e!x~hD{P@sw$^sUJ!`{5UGzYIod=xeD(Ma)eO`YhKfO6j?)lLer;xZ>@93hD zPw{qVN;qN8@)`Q1v%BK0KO#rVHa4=}eYJRE0R;IuU#P>zyJZ2K%2M;to3X{d6oGH_ zObcU=|E`{Sug%Jh63Iy1UgkUEpG<<3;koevijZP9lNxu27MKnpU%DTU;rQW_PzM{* zbiE8-job@}$^1-yFzi(y2o}no+~o_`#(Y%>Y8oN;4_gb6zgznMY{d;+OYwSh)iyl6 zF4@sjKEl`a)lQEMBip5{ikK z??fgR%$o__S$CheN?N*dG*rYw->f;m;oNH(s9b%fAiS=#A**S11`B*RG|t%z?9^}o zJFSwJWp;f_S@d+=wpPM%+4%f594-k{fYeMu+Zx>haZ;`1 z7nB(PXcVc|BW#Bu>u?$X0Dr@kkW^e**LHr!R%B0;78_{JSKh@pS}V7g*mzhVL4BH} zp$U)T`kfu^K3rrvtSp^A$18B40mzLa8Ic&$UhamW?=p>Vr;0aSE|Lcsla|_bE{>-E zq^$4M7EP;*|8hdN`c1VZGVTWjNRzyt8I%s+inXnLOp#d?r)CB6lxnhKb?}$DLk*t*~6JKAAS1Zs0Czg zyv=6|iIfI{v2ijA2^LU>Fa#dIh25kyOvcl{^}=Rrkf$BX!;(SVo}Tj*5wj(;$v$6n zf{m{!k{}*MX6sytp#`f0;5BNrvL<<1Ee1+`l5g?g)9o$U>8Kmfj2dvoVc$bTVg-~! z^236eK+w+eS|2W~yOD0iWa9cl4(ul=Qj z$>SQeD>Hke2Y;X<1N3;;q;QaFG?FU%BPB1$x1bKyMGvMNunDm=<0h-iaV+g$t|zPx zPl=3`?Urg%;Az_youoI2!azpz$5`5&tX%6!gZr8)Ebl0tlIhxC(I`h($htmMXh_P8 za*NS!!^D+s`S6t;3jr*TjHNMg&Gv0q$8Q2+Y1I&WylVq(;PqOB%0GF7<5xceQ&3em z8LFXqw^nBlPJPrSWxE7cVYCyg!1uZXebUm6@|efLW`>^Ldr2i^`xLFIs@`d32 zi%ntB08%$?srk;P=T`s!07gK$zYj0C{&E!7EMCOo?k%uHh6SZPGPlr@cdWJW>`o-J z9Rgc@f1=s*bT;bNC_PhT;)RAfditUe8{e~Ywx~EOXpBPpi!cnW%{j|e5xWv?bF0A&lvtMe63^6d$Eg%rXw?M@}S`J8?}!I{!{)o2q`?_N`*}}*yLgxXj-Z{ zIB-#V&hGQEpSb?PaaKMa(#6lpI*5z7tcbh$`U?U6FbUdkeiXK@YTM>4IG1EQNsS7XE}3axth zn)(*eptqb7Eu~8#o21Nsp+lG!;o2c8%@9aE3j-Xr;7!j^)p(&@Rw_Ip_APdZFAA+@ zE`nbRFw&%Mw>IhdLsmcQ03fqB7zra~5CxnOA;uV>(L}-aVeo~KK%dW*SJEARt{NpD z^2N(JUNxQF#PUkk9Mh$edg(mj%N#SqjZkQxg>&xZj=NWu_#HBA?Fl_OK!v;$`}e@K zkiv%&?6Hl);Rzdu+^df_^iHgMGf7EXmI{^@q#<*HnFOP?J|l&(o}O)A__VoYd;=Sm zhT~kA_!j9rmo*CV`d4pQcUU&&MYS*{> z%{{8&LfhkHg9f46&=be7m9bk|EtQ#8>Y#+b9gQimLbkAj!I;1#>ej1-jd3TR`0}vd zR|<{1;tqXv#R-{3qA&@LuRPmOV)=LO)KyQl^E7d`i{`@|CsG0*PIoXG^v^zOzSub; z5ww${0yD3dmj`fzduDnlJe^O*wC7lgxkp3}(>l;2nMTzABhcMBeF|(!x`%9;E*Uz}FGRpEgB*zttrH`+zWxt{% zn8_3>cFezu0lyD4N=~CTe_d#WD7zqqq!l5MoXNbA1Vo)c?H2>@Y|(|Vg;*NMxb%kw ze=huZdh3+i!?rW-+c4PMN*_m!DaWFvdlS4g)hR>CAG1OsT$nt;AAaQJ5(aJqI}JJ= z4w1++h>umPpILs1pW0xPduT#eXU$Fu4&(>N;}FB6L7)l)``?)MglEvnqWT~F=#5^# z39vl{RYO=^?a6380pU5PHL3|eVSaN_cJMZlF0`8KKD|0CGtaDw~n)9m-iQX%=8JAoOaT3$-{XE}9EH{H#!w z@Ge41&nyH6x6^UU5SmrYQ^mH)Wk-|9)+>-I; zDi_NhD{dvrAg>HQ@9D9{xw-G`^LG4Sm)gI+c&aqbY~Ww+$f?{rgI!Hx;a2oJy=mtb z&M^3H1*#TQTD(HYzM1@KyP*G|U4nDDT&E^eQ6xg;Y=5ACbm22!((;NBa;nwc$G(C7 zDy$2u1be10(nQWBQq}36Ipob=W$81j3>V~qq{2&roKRu~Mtt}o?l#3mHhj!JR?p@F z?aiyN;CPIM38b13RDYePVYR9VfFWQ=?1+*K55(S{W!Bp%C9*0QXhOL3){iK|$F?pt zJIm76{^`HcJ~AV!*+Q6YM-py28W-xA!{SYma6w|ABDQeUk${Fp?ZbDuj+j~rmsdO} zlacU_p@p03N5TI_=^<);pa6>A)*djOG9YHgS)$;00-UFgS5G*oD1T9+5P-fS&y3kv z{Ziw^!P&@Jp-I|_uuUn*d!KFTK;XMC&!eSNU}#*hyF;8qcC=j3-gge%;UJ_Ji z5@6HcuZoHb206b((RcFZk}s@BrQ&Ow{(F?givZ!07WxBBKABeO?8b=z7G+Mt@L9CHy3#OWmjjR?!2|8tYxvbuaCpBDjg5i~YSMc0BgkyYtO&-}%#gZ2~JLz=$ z`9aRT2TTr@gy#a|OLOp+^)WF%cR%Ojwlh`M9D*ES9m5X6i$6Hh*85SU0?I+w(7upk zh`CA897+XW4H;b@+HX#$8)FWB9VIDRKF6sPs;6-8#HnO->jU}??lH_A^a;9(x;0ZYq4!3^v|VW}RKweB0z9uPsd zILie#&Z(N0lW)rWY9=}16OG1xbivY{UEoM{P8C1Cz;Rr1cQ}G3Gam*ueyje+!1x^7 zL9Kw)xPti;*8_!ZN6)ljgd`Sq$;OUQq0m3&cUAU+i(=jFc+bT-Gz^9;XEONY8gZ>4 zImoI*z(ohf~W>sh-gu(~%RZJDW{0M)y!Akm9jCv{rI7W)+8l)J8 z4%kR0*h2IBQWOeyv3DGNvgFF_1Sf}lNDpybVmhrzcH?EheSo98?(3y3$D~Q#!w-cf zcWznO#3dKap%*=Px{3qhbJM|od?9Sk-vq;W2liU>5lH{^8nV*?*LqdA6Fo$pbP3qVZ}mc+&1)cGzNYDjUR( zh)GsSq%&8GSNN;8XpALzr=YE)e%W^ml=zDmAA{D#I{=-Cs>!&aj|Nx}q9)FyVr_{Oy&iypn~G?zN=*R=xo7|xo)9RI9`-fgc>eh+a{pe1 zv6lm$gT5~Y?L|yPd=pZ&>AVQgb`8ccp_h#ismUy0t~LC?#ijsH3O!LRg!NXaToc#{ zFd8M0p&c$z#DJd;j>CdH!! z?aA(;fjQ*tSFKknjzEAYzlr!=N&r1altl3V5kXa zaA=+XCa-6oA}0F<(T^5QH4>RL-)?a80e-RjgDFyurpQmt3sxZQG0qLk#4}a>{;P~o zmp(Xuc(9}|Tu%$3dyk$y>lCFuMG-+4S9IkLG5r>b>V%_-{L!|F6_n9|NBqK0tpInZ zh!r*h_sD+RsANmdJLzgzfpUTMds-hBg^GT z@QgoIKIUX3Nal)8Fc>|AkbQjC)3y*Eq}P_j>nl&ar!{V-<485wBhQo4Xk{gbju?c; z=3S*ostkXuquqKq!89LLt)*5Z^HIUE5>t1;`|^%NmZeC86EcMIp|@we zD$I9pJ76+X0Q?!IM+HFI&ZB*DP}G#pxUYGaa3WIe5hN6x#=ZO<=s2`$+1YP|HeQj>zY^J>4= zngU*+F{9WnYsh&z%6fTH>(Sqp6CYzo#+#7%K4a0R+VL0%?p|x-`37O3zg%UsX(#tM!I|-G{1E z>7NGi10G)H;6j5zWGx#&^5045HS_ZXl**El+Ss4x+1izFVrqkVnC+81s@`F&6a}9; z&7Emxr==_uE-R(!6clt8bUS!L zdB{v@R(k;M*g9{xBL0@Hs_K0yAcAQfp)yS$WcIAHOCShXMJc4Pi&_|_4E=O4meV*9 zW@g}Jflu&28h$;C5)pRw>GqM*Fb6c>yy75%PWw3-Ga(F&w$QHwjCwhDgC(D8B29So0ISzlayGdfx;p^-O z$xm?`Tf)}%Yu>gt&nO*A2U2C;9>8;-h{3tZgxUn}6 zBh8yO++%n3y&G?&yg0MPMAJwtmN-Tv)c!n*^SkNSdpIMjiMaR{M+`*;?`P^#sD0+Z zM^^vR-@P8I*3L?%NH$rwj8dw8@@6`Vvi>3h`^H3O`MGVZkecutLlA+YUiWM7M3(fo zko4h0^N=+t4(w>#q^1|rFH{WLA$dmpP*hD=kY{e!HO(Q$aVX3tGLEPCWhRwE*cy}G zkxGSC3zSEWaNXoT`|QA^v+BYIMP$gS%Im3_Wi?k-@&lqLt6qAkBjyNVK0cZ_MPJn1 zK;?bE9QX^Zth{`B66xbl1b0B%Ph0toEg)C?e%JEXEL$iWMKA?4Q?99SBdd|3hCmFx zfFmrEvwRY>(w4vdYTL7+JSQBj2OWEKdYrj@zf7~2ePHc2gQINOkX>t|;djdqxZS>P zPI*+6rPHwXabsMMRj=A-CB|5#3wboC5%n4Q12^MgJqN%5Vvh*ekdi!vBAcV1C?eE` z+=7tn#iwUcPdZHZ=hccS$=U|*7Qjqd>x$EJcM};_kNWXljiR|d$3_yekQWkMZG7S? zP~nLZI@ctTkR(rYO752WI;g|x;8W4@GueH|RP?Y~73`8cQ1x?*%qF4< z|9q^cpjuK3gCC2IZqBr}=HN&YsD6f0U6{9+#th!*JWH(dN0NhJI+>4MtM!9y(t6#8 z(BnyrMt=$DOUUOAabw^?D#|PoyvwPt zW1d#n7RM$!U?gKICpE=gM4)h7INXt~&&`n^aTmY+d3KLRREWhQyaj>e>H7^wYE|ay zP2~kTTIXzs14VMh=L2$J-4@hh1F^iCtR2l|w2Z^eOh>>qIUWf0f&?e-c!bJln$|}V zIOp^eCHI9@!xZH@N`2p$fe!Yz2*#XoNw5GoV(jb8vK!`b! ziRa*fdE^^#`CIR8GAMfoPvX6?_Et9Zhrd`vU7DX6nRfSlxMYKRoW^uvgczuGwd&ZI z#=(zBfp23nN=9p^A6$QpGbik~4{;=j>?@jUmRKF?hTDK^>29D025rw-dG(Q8{cd+} zX5d*l2-H4ze|~Qt3H$e0{i?HECrLsEIH=6k!(FH5zey4h&4)%Mw8nO_g?LkU=R|w9 z2NGNui0T@a%RO54UPDAg-@R6P#$od7d2=%?*dDN<58bG_!Yvsh3`CCTzNd(z-}Ftl z_SokQe~LxTXf?zsd##r1?LSP6V0~4PaB4OZZkY~JC%%irx%wr%6Z?z9Ue$Q>c6>lb zBs~iwu;iSWk)!&8(tu=35$tU-Yg`ZP8Bk~|AjMldBLUxvr8%pT(Pp!A6ecXBKh~TP zvva^0OwMDaixcM9c9O&ag~ik$?ETggssfp3ZEv48s~~k124jo`(%8g&x(4*i;jl{h z7%~TDvHq_18@qZ`6<#XI!n2k+P`ipv>7Xv8)qh#41|7taGT~rQMc1k0g=M)lH@bJJ zW^o<5nlj>zJeL!LJM=f_i4V{xijaq!^tRit3O{GWz1Wx+31W7e=gRy3wP*3FBU^@U z75+mVL&|x>5!cTNKT-Vv>brZ+Iv7ps<8=HgGpJOh2eoVm?`r%MZ#7sM&hrKE(1Gt8 zi;!8coZ`+MKOB|5$}5q1wi+5cMC5P~JUw(Y)_2@j=`lf@xR*v;FpEY?^2{`YQk@IU z-8iFb;yM%#2H_>k{owQd-Go4*X`qy46y8dMIcW8(Pp8f3J)wg7sEu`z1Vp>t*zL`s zZ-y1T@;|{MN(hMDTT?i_l(z9Vzhzo&@2OVOY}apZ1TnAnRW@(=WZ_F|U&Q=xMGhA3 zX+2o^fTY<5k9XO(*hWaGfa!+wjQV@{ zauI+`-PNUKM-Ne5g`YMP4?0#u_i|58o8hMrRc}MnC4sAAk{pfsC}+xB(#)O;WS`>7 zbe|G8>k6@^)Tfugay#2Pd~v$iS3{o1=X*x~p-_d0Azx+lhktq{nXAd-slZdPW^0P6npeO3vJvGwfm~q;o?kWaL*wcl#nW^=qK%=t`;q%AJ6i|D@`H2F*j9v&_OSuu5}9mk=yqU?%_mqu zJc~{lc$18d;aCpo%qeCbcv5a9Rf z{twPtf)TsLdsU0%H@aaIaN~@QnrFdv#-OUr-QTxLC1tZQ26@Iy=-+ZTbL(jFew~Do zg79%bg_=baPf~^$hcNC^#iuL6jReq#SL4^h2WW=p_=JCEYQq7P=uJhq=Tmn#>Jylr zqQF54sres2BV=Ma?_*`BCb`NqgWcJ1n;wKQgB>^+Z8|FDaqOW-#Hp{WHb~PX=2?I4zq{xZpJYmIH?{N(;@{-jah-{I z%#oi?3x)Qvc2XG*+2AtRl7H<)s=&jkVn3}ANNe59j5>EsZ_tT?J(|)ZQZ2(d-VQ@~ zfDk-=5`~8DEc(Gzx9s;q_y&M&kD`ECqFL%~9x7S8A+teZ zzTD2U`x~+A@O@RyqUq!bl_KSfcVI2(;arC9L@&ZE<_RDbz4iiFdKC`ywem!1LuG7C z={<=n$q#NzARS-8z6SpsA9-igh_AKm+oTQ5UV8JUPKFf&yQsSIdbkbNPwe3alLmCv z^B_T=rCh|d{l0w5yt=L9AX$1~(RC8EykVcyoP0s3c*7~kzuGTvP-VYdR2Eg*3)2&) zGO#iT%IsoSpG|5Gh0+zpAv7pHaF7|8U~t8{o?}QS&Pk<0OOWV6Q2L>RE|+&{S;H12 zEsx;JOby%#3N+~%9@`aJU9%pCwQWrjK1^YEJ;Tfs(BM1f{iQ%r--+pnUD_|I05M&) z42&^Yg^>|CWIVsNcr_%O?rGuYVs^4fi8_$5tNArbmqs_6o#i;b(EBstCYNgckov{H z112Xm3D&>&Yjpefb~3*XG^s?Wt`~gB%rgFBJF#uTbvv-Wl7|$niWQ6~(hq!5?D?kD zk_ZtxaYrNOUv@>K3@OAvzmd3GYZ-bPRQ;>Fe2!ra$pZaw2G0xWo9O=H%Fk9OeTN#r$x3QYB|zjXeD%d1;cV%OG--IGdm~qcX1wRiKkHSDS*%4 z=)0UAj5(iR=~s~J_U%S)jyVbS*(h?yEn0TPLi;8*Y@L`~qj3GGAzBul?ZY)c8ZtXU zkFC$@-oPxTgmy1}_e9cLS%VaRlSQ1!$@}9F)f>9|no|X!8?CJi^n$XZ45M478}un_ zl--@}o`ggh8rowQA~ab3t{Wu6VT=~2_w~TSF47j)5(C{opEiNmauPGzxzh+~$r@~N z1LMy>?Kh7J+Bv8fa4CHdFn@7CdG$#;)iJ@0>l2U@UgpRt(r~5Y z>`OGt5asg!+|B$FiW%iOX5F-T736LuwD}>E8^-*cU>PUDHx%m{wDgrZ>s(}@XuY&7 z1Wg;v&kzZvKKUcTO9S9}MZl$_q4Ov>A~1i*?Pcg6ERn&01R1$- zx{Ul`@c=@JdkSSIf1r9#Xsuq@?l*f;+jvFE?LY~%qrvaoJZ^7KxBT0_UD9%41R4Qm zIo|Po*Yx)%673FEBSPy3VizUBt?A zZ0%i>yD^4^RnGy#cX=;3`CO1ZPVB?zX~-)}$iP?jP9qiWp1CQTfo?CuPbjGvGzh&8 z5~E^oxZYCvzyr&!IQv~H6PJV57Yr6VxE46GSyQ){(IP{B!_lud-)4d0G*R2ZmdiI( z^afrHzcJ#Ssw});{n^XEAs!vdmf~R{xRIs(v7#%3uLC5xoJCHy_T3j$kMLO-+aLdc ze~kr}8>VxwXle+_HA;A@WZ%?JAcm|E0yaeGxgUy|n1KHL6)0w8$^56#Z= zDMW+csLr`{k5k^PrP40dXs?23hq+U@V{ zWr0bXO=ODqU%l?V3@DBHR39A-c;wX@l?{r@1VSz5j7^Tw|2QI6GHQ5A5GA%%HT|n8mVqeMa+vrdbw8 z6>an`UCslck7$^ro}ze=b~bLo2L6FZcv*cI{CP8xnK0j=r|&nI+D_rqOY|ti$zh0{ zscyYjFJEgh9_;M0>vrYH8+XHdOe%+QU*VZ;dnqY}h_1S~Mw7Mc6IASb5lRoOQqHy^ zgq&dbrSZdF5~0NYSMyzd;h6EToFltO*v|T|b<~oEQXlVbWsE;jZVCiY*HC8%Z6LuL z>UQ;}Zn2EKtY9~XvU{@RDOpTXekgWdd|_%jY7W%#ABavfhfexJ;CiEYZ`s7)*%_O6 z#P>>_zYlhiOdG)idQJ07;vI5Oe(gl~Sgt)uBL|4Nn=|(HKwB_+`D|F-?d$j4Yd`?+ z)IoPq0ax~jr{AzSKu#RZ_{aUyw#He2Y!UMSXOcE;sX&!uhlDDgZou;62N4;MFdXQW zBOJECZ?T^6W(}fsMmKx?(cFWT~ewGwwr_auG8egJ)8Wb3v@?N$G4rG!=++j_2bPbuh&(E4SX zL%a&BCZr)81Ng7Y4X^%Eb-x!18#nfZuQa4w!f+Fw zerTR1M*HthuHH8e7F|?33PQGR4F%yS1{u#9KJPu7Z?CL#!l-arq7=JH^pt$xy~>86 z%ZBy?TEdY#AbM-UsuPXOpOwyz>xSxV3FWGEd#^gqPvE~&?7ab_WK?7+?p}2x88k>4i`~%+>+9`bU?7{7 zqPy@73Z9m7U4jmL9wQ|_1b-qp(9I<&;caQDEtuC18!9y2N(+wU#mC3JS)nAh^os>L zBtL|KAbJt;y1TbWtt3X1m)9`sxP0(C`57hW6~kzH!$@NYLNpG_^-T-5oy^>$&(`Lj2kP-F=5}k@3Xwcr087S%LVNWBjL-k7ZQQ$zI2~H)}C)<0N&mg5T zX^1Al{@5RINa9u~kD6w}nc$6D2eM$~r&=GE^f@R!Qn%jn^jcQK``(e~-%>t&A^jN4 zpquEKWSA@aHQD0`07ux6>)ILTjrxi8RehX(cX?GX8)vR2_G|LBoG}t48fRKN`*Pod zksiQgMU^zp97|359jAWa;~Mn2y+{;IOIO6wd^6r9B@g`r9+?^R?;#6Q*3j%d)p;*A zMxd8w#9}MYd8YGfISh`+xz2qEst*AmNBKJk>>7>yBU6JH8sTD5nMmZK{g_A`zDYN3 zJ3(ToBA~2nu#n_U(hMzrm|gC^&G`dAvq;T6_&fLl`l0CKLm=55NR_5CDk&@r>-g~q z$;TIskJ;?FPGC(|mKDV3N1*Tg&ql=?2&}q<^0NiRSs;r%r@^)EH7mba(h5>^N%^yb z(CvIeBQI!F>^lYYNCi#hLKeM@6#fnYb6ng9BtY=cAH-LuBxr ziij?P8%wFjL)s|X6Tae75W2+luQBXdB?c9xhoOPrr9bI4GA&KE#*&5RA+M8v?o+`= z1E8v#A2n-}l_R`F{$NiWmH?}Gs>6W=)z%YSqLdzFzRY*4@qgfxs_?$dD+SffGFp#u z26n#2*(V5kuawO?nGbD$o2_XKA0_ETV*DQfB0$~0lhjP1Mn1#Oj5*#lO#r7k%1gK) zP3*u?-1fXNzEf_OKE0a?A7LImGcVB&_t(uX7dFflOgH$)9~0Is;_YY|PPcjtr(djf zTId%b)%_m9!h{P;WtO|p;N+@oo5o%*D*3%mzJ{+F?C3x*_1fV~v3|5}Q_5@X%-EoH z{xM(pV%3PXL@`0c%o>?>Xq4Q&sXeo7#ZoU_~&7Wz1j+=-48h+$?)PMw8LvLr)tJ z2}+@`q8PV7JuDtdN#^&!fBMx=w@(>(d^-eBbIFDseM3|btV(5)WZGNeQO;jVa#2Ls zlp2?(G1ahV;6yY z-qEYS0&H%>s{BJmOcO>;_WxbizSE5H%OVvhOdKE^fy$$CjJTfz#QLbiKXBs!0?x1$ zPb>X?ENm}OKFAc!;~D$seK4J->m;82Egy_XslGlQ=OaU{VLS|~G|1+4VKM4&x_r3Z zYrMI?ZmU0F5B$e=mdQUa(u(Ku{h%P7h^0vX&&H+WQk2Sqebftfw7nJ0R8F(8jEB4- z*aDQ+LyQlt4w6!Ne49%D@tQE4@$=!$JkkxCKnUswONXuGZSzLT)i$U!U(FyTA{;wkPq0JVZ`8o!=la}z$#skk^%Ceq~ve;qf$h!H#QtX zf-s#q3!Z~5#b@}}^2Yz+vkPXGMcTtOm&j1LH^4WMhV~=ZK9i1<`{E9yy9+KyeT}zp z7bcNW$&XWdm(dwJ*_x)WE~8xFp4uV-ambG2#Zal_^%Nv;!2|1KwT)QvDZDq;hd~M=AjwQ?5KG8ss{*Z9+^k`JkZb`XLVD zUkvl^J6G2|gJq+++SsjasjF1!Xb)b+gBk{sOYi_G^-9D|`$?5OZF$@Q83|#!F%{0! zp*Q+aRUe{GB>oq?n0_mKGLp1BiJ2Oi=|`l|@L3g@RU={4 z;d#{IQ*6|G4njkzDO`_L9MN7?x99>y4B_YiZFSD`|0*=`pXGrFSWIQw%fT9}`bOjy z4c-Q}=3#Fqdg_X-HHfok#ieXBj@9`Y5hZ`l`4FdCYHaX*f&MEHnQL-rw`%qtZAaAz z+MJvqM?G(@zHsdaUz^~}hm3}$xsCjl>I|#aRk08`b7O~a$wn@=BP|Z=gGY+dUqwh* zUVc4^(bu1$pGcKL=H+-=xllm~t#?d)C+=YF9Q=tWkDITT?U*M z@B&#n4=>j)9O}>^O_}^Zuju`q5xnBB$vBKWimx_~YqFKZ7!b5tbx(WZeC_jG%W{q;7{$a8m0%=s z0QQgUa=`pq3e83|MI+B?TD&0Xb_7V=RWx`Da>2=Og+x8e|8kHjQ(VC|gjjc;w-#+A zqvCpk`~(L0q?Ww&Qh+|G&8p?^+TQ_GQtmOChp7QFd)ds_<=(L<5lTPFvu14qD^?+X z0x76uBXoj&HM9hTlxDZ!eRq%%uaK_92`v8K0Y*CButLYDog&eZaXyG-9siKg#VLRy zi~)%Gl^)#zN23SDxyy}*X2M)amFUy+!TPhB%-g!o#fFQslaSJ8CSomrPb7ySmrujS zJO2WaSFU{vW8j1OvMM9xVZ)$Mvx>U=c?4sSI+esa$BeTIFO!~;cSk=|Nf*v@_A&xZ zFM1HZ8y?*{bi2Yx^nM9C+Si@+E$rLocjom_`8gy|b%CrvolAW`H4HR;1YX?nuh z_B{JS3>lt=>-uKIo)nPm0nF)jfX^6z2`LR0{!JBUz2gtKm^8R?VDwQ>f-HG8DSvV6 zoTXF3xkiP7w_4Ss9DOSAJ+!Mpu+J;L7_d0Q#w-3|&cwP}ZZB|`?E4u_8Lg>7WFRNF zckE&{MpoLi*qDSFyB4MPm1&dCrPbF|jj6jkP=iR%PP+j$nt`$D*8T6xgaknX%93FZ z5T!!&SfhH@hjReGtRn|jWK7i<=P~Wavh~ztP{cqM{$l9jK$TewuXO05i81z6r>J^r zN-EdY1Q}Vz0OG}c=ryZZfTPgHo4Ibs`y_Lf`H=M zyrpfOP3_d(koAMQAyHv0)i(+)T?fsFXpI5mYa>oi&g5~&U3HFTgoV8Vw6hLyZ6D8x zxH+ZMv2+y8ZRk&axf6%%2w*AhK;btjQ5lFGzfjY=&6ysP81WN(q`;p z1Q%&)F-4w|moXqbc$jHeWp%oJ{b4u)!Ki)M1s1|rk^V(8L!Ovj@Rr3ZQ#jHE$-A6f z-T5gAUp9=;)k03~Xo3d)Xj6J!ObnZC?f%H) zaU6e>{0;nj1-^yR-&PEjxKj&`h@*B4UZ*^XVWIuV4!J-2l>H!ro z*u>Zxdo$dILvOKHAviwejJ4jlq?11_qDONQ?|rrEt+>72blr^x4CVd{4y&lQgcS}1 z(h|1%BgFroU&jfa0RAqT{&AY+R)RBdNs+#gQb$*Ugi#mE;_$VY4)rrs{tu$UtroSg zgGY0*vfDipF_>ywI$38K_k(T8xxA0etYmOyO-5%s$V`wd4KgZxI7|gpJFjc3e{R-~ zROL6BHb>|p68=l1#`bt7_nI2K6wWBRzD96!L1>pC$SJ~Y;!w*X6=s7*llJ4p4eKje z&Xk1SR1icXVQgPM8c;DGPxyALG$^W?A%yzDXH=!Dpn|?}QlQlacr6l{vK8#k&uwLsW>4gD2wnd?_Ib@L=mG9JBHdvZBc?%}U)8lmTpq2|#_J}>}gvMmiu5nkcT^d;MO zPA)yU3Q825b@t7y?HvB6bkiPJbZNRvgjT$IKwyitM9w>0G2CS;mZp=zarDU(&JOy2 zsBnp=9d$agJ%wN%E-5II#GH|>49RCsy<+#1=}p|LLdwYSMDiY3=FGfh4FpVAs0Hbw zq(s^KPFOl{u)NO~Zkx6CXPUCZ=*m_?qd#iZ#){b(t{gED^|NWPoZ%6?%wB)7CfJm0V5@JR<-ka)v{6bqrkW>V#`v z6^c+xH{)%Ej{@MdwnXV#nq}vw=P)Y)ac}Kn3cH!%96RU9oI*yY-xyO&u=`r4&I;8E z6ua*6KQ$kVHmU5{lm}JO&bX0!+poRKMwjUCz2DC#L!n=aky=L5V{*l(?xsR~FeiCM z{4nT!g8%}il?5|XNb0q3GMJIIAC3VzW>75$kHQnGt(kb)1jWqA_-P?JFb-v<5t58mw*&}8ul5v5zQ-(ZZba!uAF!L7EU%RMwn0@3 zqIit&Z5%}2Q`KAs#eAb&>`26t6#=gd4^58z)3w_-hz#d;$-2lhIrbb}X0n>j#uQI| ziv7rINyvt7*&-T+bOZ1;6%pBJq_bPEw3oE|nEZFG_WZb=UZ5jZw)VKYpv3h^xAusrrd6SO1olowAl`s5AG z1|9sbwp|#VhgA&}{(N-PPz+zxpjxfbK4Q(x+q_F*QFinijkz9U zDPHlVHQa{&Q@?!=O8Khm8AMGoSQwuzMlYdstCyvsm?%nbhK-tUpW6Rb=$fClOc~W9 zRyFi{*mO3c+?;ehLa(^ig1lKiad^K{p9$%*X#o1o<&pe;Sp`RcirDG}e);?I0%EBY`uVg&RxgzO<3a*L+KNUf%IA}Q*gq>@7L>PCHz z(~QPR11203tO{c}RAo`e-@{Y$)`9im0iw7If#JZsxDa7tekK_+fojizGPuh=g0`*q z-(6U`lM57T+7A>{VB#bu&cD4mJ@t22iu!O$s6f&KMfz9MOZl6)riu%v>rG&Rn6&W! zcSoroiism5Qc_9t>Qg;=a;ap%rnsB_)OM@@ndu!TBFqH-nw?GHC@akLEMj9sb+mWo ziGxCRlI1+d_leyFya`1{%1u9Q>pWnLMlUX+xYOPC85lY zJ0-Zd%l5m`pw{AV;dcFmyI4NY@sRKMt!6ISM{SO6=8tr>I3_B#B_xzG+;DewzZ{{2 z(m542_>{Tc3Kbkz5Z6@RF$0jU3g(*rphveKspM{THsmf=Er2zU`!jJwCNBdqskvNp zjog%8xPZ}^(qih<+5tCBGaGdGyKS`;KF`ekpF_}qOzZp^h5-e#fr%R<8y+gbz*O*^ zws=n!W(yZD{5mf=7hHljy!Eurr%h>Ftf{%JLz3UY=Qs8~0`2pS+Z-9^k11fx z&nj+cC3u)#5OoZLVg0fCGKufkSmv(4u`F;)apuJ>`&DQT&lRhmi13EUD0UBTgmgL? zZEFqYXd@|j(fmUTGzTNlj--guEFr_He(wH_b89FSl5WeW)2DWu$`2A6%l59I3Su3+ zyM*n6PoghJc+gmA<(Lc~b2V?bWacmVNy;G%%2CH2TB`d>jiS5YW-&yLT~N z>ukFY@KfpyIVmbHs0tAa;ZLH6Xpi`Rx}%v1e#&=azcz~`ZQDJOJo6^!7nRB4Av_~p z%=){K;VdHlTPC6MXskFuh`Pwmyq7wC*?I%RRVZg3_$Eq@3g0uA1cEt+gFC&JS19j+ z6YQwv-_(Ex21Nx|Eddw-g!~#G-z^Q6E9gGKg`Q4m9;#S#ayJ9BI5aB0aV~8_Tlbi z>|d4n?s;4AF*9I?^%8I=WX3LYD-ybACbz(su9Dx4`D4Koav{t+D!K)DmrsdKAI+t>gam?*M@o!rNxaotMEC9CrVptre6DF*OdD#B_$@^rVdtVY< zv(YnPB8a*cq6MTp}WE zdZ#m=VNY|*Ke^sLsOkNhisOX@#(i9R4Nss?JxU9c-n+U&Yog%oqygIclnJ8A=BiBkJrwLR{P)~3mSq}Oi2UZ6mc6eX*VA+lQ0u>(+wBX}N{ z5!1RI5FB+2F41K_Oy2L`LL^?*V4!+s5F4rn?M(z+xZ0mc$l(vS_k(*mZ=>=x*kvXK${&V9lCf;xj{jLs54;dxm

apOfWf`oy`q1B(!$MP+(MvLpW&Ab3 zl>F>%djCH&@JI?K$7o5@H{^mIbv@fRMorDQII=EKRoY@lfAt9?7l7`7vu*ZICh5sQ z6p7#2$SK&fg!_>)h>dkz*vn!+*Yi=;p^U_`g}EK#soC9*MB3-6AmP3MMnJj0Ezxma z$|pcddd}zC(U1vn6d3a}P;>vdHZMZp`JmN&(QkAP)iSA`xl|JBI&3rp6l06wW8g^o0(zdO5gj$}K z{Y5^7_IRxI$CwfaHgd4VtKMv1PR@lrb;5b zj!To!bZYy7wSrAsXBvkEh%|Hd>vDlzj1F-1@;5A&?dWA%-eO6kG!z?49xhoPCRb0( z5ghXK0!IqwZ?Bm`l3HX?B4|GQaY;%*NBRzwE^lT}EUi@i+$-Q{qu??YD7meMda$va z)Aa~p!<@{YOyjVU3Y5nUDd9ClGk2TM#_~T$Z}4^rup)#9BdTu@HkGbG6I@59{x(DU zQ+M4UI*5s}LUTWg$sgXm`~&2%bv}yrUmRrv&YmbeG;UV$9 zXd#nTT&DivFvn&~rt=mYabDTjV^XQqSytKzMC@%FQR+_oi=C3L`BTjYra$|r2}d)2 zYmE;YTMAqAW9XP!*oY}bYCUdD5i0kBA5{nz>C93X)W;@8WX*Kg7PXoqbS{@myr{g)T%uNrwHPNjEF({ZK3{|jR`NUU%Wl`WxzCAv#4rQ;p`AAr zB&d8NTVJQ|X|H{79+#zjKo15gm_V6w(k>&0vY?E@Fb(z+lo+V=`Obonr03IFfg%k2 zgio41Mg3Jtz&};2QQIr#74GjvN7_QJv!THh0_T~t{}q{1Oq3RSZD&BaqRp&g+;f-= zqe^B}E3PltCiHLX{;*t>SKsw0_x5P747ed-uy-dvL?E`&g?#(C2;P)6A>(5{J;8{W zc2uy+DW0_|v4`?D8OAD$w-KmDS7Qu8eCa;M#y~jpzed{$+bNmyb!$>1?`vublai`= z=7Y3hz#zQVTL(s-siRaryINcj9KY0uzHZ%amUPoLm$bR&X&RTf3ahrjX%E?^uB{1h zo$drn;8Q9PFVff`W8A)~Et6XOLTPF%2my0@{xd*J5pBYZ7i5VS<5qp}#H4z=^pb2P z;Mwa3BbvkVE_=W&%xtZlDDOSG!4fVEQNGrfI+KW>Tk46*=}o69S2--C5JyI818OVU zr7l~H7w&F++u!q!i@zcvw2otCBKA`bXlS|G{dIytlcY}PMfYGZ(tx_=dJ|maz}+u| zjSwNi_x=cn$*_i1TRkBrR-AQ=gh(^yw(n5(dO8VjMvY>s@TlW~ z*&Apj=bPX*b@Wy3_kwZlMMbcB{%KIX;j#u7f&ITYi%5BLdHwm&jY>s>jM;uFUq|enR)`%xi*`r3TUKA z_9)Il0ulxZe?dA*X=Z9Vc9Tt50Jvc5E8%?%Gp?V0rnI1%x&~?+R02Tx?ak~5qT9(E zSTATMEhm{SSGtlTQ`xk}hYokUxpgjrr7WpAmZ0l;Ggt3&CE?QncnTfZ5T=Q`;^Iw| zEQX_82Jn`#bn1rL&=Rgsz<+NO39;G_aB|W~l^1hy@#>p>fb=J5gRoW0s(n#lJT)z5 z%LXyVZJ9RoEVw~lPB>Ku@+yYOPxh`KSgz+K;LjFAdw{(}%Jc?Dprp`%mG#KPjg)cI zd3?~NmlZZ?LNTF=Q~&4o;v?~s4()!IPJY;>mQ*Uhy&*g{ytYs=Y;NS zWNg=YzWw23&ayf0~wpcv3&apdj;r*^2=$VE(kn!0sC!iEmyYCFFN z2hQZ^3&ycet!LvXWKigpcf?dAI#W!77#wh-seF_leCG#8LleW=U6|Uf z0vpnNno5e|(`Eu`wPBts75>`_c+TYnoR>Me(Q;xf zM{!Tg0->Y{DB7w2V79JGBJTD;>!-!zP7X!(Yrp%%WCXid_l!Hd@sB-Vu3Hih7CG~g zAB9gvA;(p|@A@<_ifPQ*I%wx~!&wx<`B*j!jl>VhCRsZbRXRkB)?K zT24g`oG4+9eK7=ZB^jtYUKxsgqN`0SZOESndbK>VOd{w~=xZ?0Bw;TgF`y4Y(Ym-w z^b*?O-g}8MqQ!(0bZ2bn9gWn{4H&hB81S=+rx7te9%>*jxqEvQMP4Fo(E@;%^wVd1 zNy6b@^&j{F&Z5!eilbjwLx(o54Y$J)`ci2@{0555mvcEh<|7m}e!4k{f!k-Ivt?bc zUJHWvDTNF%Fm=+PD`e3t!y8r%iX9SkJxf2a)qpf@kvpv3Y@gN>oomr5j6d#1C5E6% z!8dUrdTwN0L$SlkJ4h-$O+kV;FlhWDGx_G?Lu@mAzbr;@Xav4A7wGfoa#2i zq5q7mmVk%~+QPNwXJ~#aQ!(3m&fZLQ)|G;4Mp=0utONn?@cu%+ss&hIxUH7b(?@@K zVew{pA4v(wmd_Eu3hBu3_dlKHUv-ZU#Qk{yV97i${Z zl!X1OL?(h4D|u~w%y(i|!09yhpcARCA7vodTLKMsvxkR!m=^rVo{XG|%b8ykpG{(& z4rwb_wyENGtD80Zwi59f#@2q7@&|HdGpXC!r7JOj=H&4#UEa=XsiOeouChXph^8SItm55G^@b3K9r03`Ob!7sd82@=hg zV}amLWk*z1;`&awPFUxX!(#9~CR~pNTWPYEAoS$~`1*JmRU;8<4+g*>MfiJ&CXeRQ zSqSP(Yu;J}nFG*Z4_;Hd_3_eF}Aus^L+p8@Y4`HrJq z)y6D+z^)(_MBI8ktO5t(AOU-QtTx4oM(8B6WMT-2f?Qx!B4VIcIINGxzEnHWhu9{G z5u3PHa@FFu+8X7m0sww3yTr6it3=92AEBd!-#@Tiv%8B^zVcXp%&CFnnR~ystDiMq zRIl~>Ue;I5x4?e?YhFsU_xLTy3}DTmN*1b>@4zH~TTMCIrNHS=?|PgwxX2?^jvHoF z<&Y4ysoo-WPdm+OaieZ6a?dRamwiG7K~r3VT$8?Er^{S1begDlcM)Ta&t?xey3?5m z>!{I;Mvg$ab6R+__8n{!jK8+Sa9M8SoA&marX}s)7-oj_;wVDhYj5u>5u=X8SXwIyqJk|DWJHm*JqlNOu0*<+R!N zt7yPYb#9o4a?>;l}i1s8s&?VKV+y?k$Nm4E>gp$XEf)7|z z-;qRp8tN5Pwr+{L%;pFa-Yt%M--eIvLy(d@d6sGX0_b~hG`xW5-lys`jkCyW`Ki-^?4%-^U7 z_>B3V?sJU~t9;b)!|#2l;Ylfydv)=FOMQazQ=@qF-Kw+FK75=x2a?I>kAb!|DuI2- zTuL&?e&*kLBwd+aKpj z+Cc`ECO&H+&(ql5*cPIVd)}Z0L*Org=S&FeA67&+e}Q;V({vk}q?_nI1%+y`(BEKv zD(9CwtB6-Jv+vgZ`gWp2Arb~aD+a>LhVO6Z>0Z?^jQQIu(l(^g&j$*@_`EuKeenYL zY2+j*1XrT_Ha;lGs}|hD(Bd~}+k1}YC;BErjfjO)$#amD7Zf+8yJ3TjkQ3f#te%rq z#PfQ7j-hca-;TZ$Ax??lB++rUsWQ|LOS|pSgG1&~=ph=s!;0s(5dXMF^I2yg1&Jq- z>F@IWRwtZjdruhDi@UZ|xa%Ch;OG^sMay4)JtH!E$IheRIHifcSW*ge~76r|n*}rV}9`}S5brJ7;H1F%7 zo2y(T>-Sb-wOfZnp7w^#w(V$T$r0kIGSC1aDo@6Bxs*Rp#j)S2|pV<%7k264fV#$z?t{YsoUc zO29x>SIs`-c=R-Z%k=3abdU%mxcP6{&V5BRMnBJX?+(;Sc=&XyN%jIRNz2)C6J8DS z$zcTQFL(_tgJMiSf}rz@4PnXcH=Rz+`G->DkCSITECa=?k^n&UtfuJDhW5PXhurV* zA_KQkDICrDi_U11tmX%Y$=Zh6Ndtw}BsAu!genq%5lF5hJF-106-dYOx@)+c&Y0$M z+NvBKaJ0TM?rU!QCN;BH_w2P>ZiiOA{4dHxD0-vS!!V<=M6}ETJ=@*t7yhX`Fv9x$ zkzP0XNxcjA9?WI&Fbu+0R8`KuL{cXerl@qo=7#IJHEYs8{)8owyr0)gbfVGiCWNB6 zzDG#v{vA0#?d?)R%3Pi}+-6I3a2Szd zBC1#BF(lbv>mo>v-ww0Mv{1k8l;TM~kmvkX|G!_)2{m*$EizU{Qn~_;T0c>AX4H{z za<$JaQ#3%R*}!Y}OT8lvUOB%z!W4r0-@j-je88qFzqsH6ObFurEyn8#+8N9^x;9xC!$OYpnStkW6}QmPe^n@nr_{FMkWD15y`Kgy6#+` zdz6f8B)p(P#GU?LBLRme8+TWUd@PcPO(IWniICxBDf5_37DE{YBn#kwr%JkUGHyp~ zeq002njoX~TKg;zKMX>RYrdHPm`&GF6%Zyg)uO?bQ(qTq-G}{j5bm~M5i!2Y@E2IM zO|!K%Ga*+a0(Ckh0nl4uaxY722N(wht(I5zD54^og!X8|V{_<%RQz8Zb5j5Fq+-Pt zplNE3J{FoYgn^{)vnfgLWo02xTsiE_?`3jJ!pwKALA|sBj~c%l&!ZYBPoU+GWfE|7 zP^LdwKM(+nJZdGw%i_AZAd4O0G7Hs3}c>YPM857}MeH*s6;N_;)=eJvK7&1je+gBnFCb~Svq2HIa!@X4i z+@y|30?$IT%swoyd;B0`1X2tP8gQ>r{BLA$E(=)4${k@^l@i=z{h3EAA^q?>0P?|} z8i~{DZ!f0My?{VCW64hDYvZ^sU-jv^q5s_xeJv!+vbGZbC_xMc|<2xRU& zC|F4tDyX+EaRnv9SD6qo*{-($-Vt{@WHDE--4Vo#0^`Sb)j5g&BZ(q=otC=vDR9)N zRt##e$wbf51NnplT2ef%>6RrI^FZaJ&(*@(RTbf4-5|9D%?@Qo8uw*iCMY%zCQ(KW zbm*!vW)0d=$qc!HTjkGFkeBKsuKGXDtq3Iwl^En7@9ikl#z3Z74{4p?{?hDM0QWkT z^|>6|)B_5if4gB&T4N1NApIdpfWUO~<{^kr0ZZD&II|t1W}B?HL`C(-ZVS5|7T@-t zxqMY(Z(L-E)Q3wYHpoJ6EgCMOq1DinhPwKdB%1+!E;aCYi71a8qr9d{`1hD8kU1O| zIC3}qm5Y$Gc*Z}vS$Vy3iy{2_&7t6ecnW6qLl&Y#>1;nt;bC5wwKnHAGXP~P>t1VV zYa(ATGVPU?&7yuR$tqo_@`sNq49YZ@>xm}(oew; z6=kuZNSor75JIhQuvMq_|C!e%4H!m6Zu**6+EAHzgt6EbvLAL~e*&UZY8_YLaOneI zaS@_vCMd)3pIk;isCtXRYaaHIP;l$`|aI=6B^JY4L`?-dL(jk&UY6y$gaq>7b-t2ft z*TA?UiYP5A<_iU}v_Ds7b+e(#d*f+pPgqp{l(Cr6vZ?na8g(BJxQzgjEa^kUgZ4!&Y4Y+i=N3f(5!fa>HR$&6zkLLOhsp> zzHbS8PU@ZoCpNEl${NltIEd$PqPgr0qF2c=Wbv3v;-9SBL|b~Aom&#vT%!S%dBC})ebBZ7hCCZd6*(}yApIwn zz`Y$-GF8h)3LnW^u`wUVx3ite>PrQ&HQtTGU5T{q82bjF=~L4Hbyn#=mj8L1<6wME zV|W{tKO67sRgLpz!{WII6*NqF4G@N9#&^P=YO4ftwD z!>_6`BIuVaBr!oBa|^r?R}qEzB`E8Y-}ni761;UHwcE#eA(_~4b5VP|bZsnG8$qex zlj4(xJnY53wDzy(p6hRo6!L;wx7Idb7-aKAok~m}0M4`6mTYSvkV`+UGDU-gMCmdZ z0}z%h5U~ZeEfB!*o{8UN8Vm;%+5x=r8m#G;{~ zyQK}k!~xWZW{~+a0SoaGUxRzsQqdF`dOaNP^2|by&up_o_D<~=%ock06mf11OU|al zVZAkBT=z1|vSPa+5ltp;eG_Do8$vmLLe)vOy0y0@pRk$$R$o}(oRhcFB(#l*gD6cu zZe}c2jgI^=w4Kjovv&o+9afGGETQ?Z7Jp<2Bm?%5{9hIysmj#v>K2bS#G{!PqvSol z;0EB)@3OuXltg6r^V7J0&EeHSJK@9S+bO8Uu__j4#NDo9qr=-SqMa-NxjD9>X?x8t zp^&<{vxmLIfYjyjgiiogtcdTE%WMJFXNd)DexVnY)e_0+(i`8hFf zcnn<}mElf#)+yp{NHd2;AO$gK2bvd-Z|Ppu02jn=3PC^{?`&H1eGMnrULiV0 zdExToU1%q&!5hyL(d>3KCh3~ZYBNklDa_H{`wCZw$zlE@RHKuFGA_rxV@SEO+_`BJ zIdn2z)A!D1UvXnf^iJ5e(b}aR=E6U}Q!3u&=s=~A3teziD7$Mz^xO}7T;2Ueq8-H6 zv3>yL7Pc(@QYQD~Dcmo+D2N;^{aC#gakk*+OW(J)9-o)AYa3yyYaJ=nLJq(7}=N4*@Wv+zA$qm`7fyUMhbFdILKF^SF4tcI-qR>tLH> zqB@a7ymFBnq&ge{Cr=qNBuQnV8}d7`xWiAGzSwJ-6y8Xowh8vMGQ5jn-fggE4ZerG zud(0A`h^q4wNwTtP??PrOpLY6CtwOpN3NRYajWjoQ57C9g&^0vFp&)pvO)m~G=PH` zjc5)*_8?%p5{Q$;7-TrY_-4&)j8=o55Pc2cu3_Bxz#t%%CGJ5D(EH7O5^)(7e?$qx z0>7R_?gayZ-WHZRO`nS7b+46!1XB~YCv+JK^Lur7vg%)6`()wSc8o3G~ z41nc*2M2c13T*BHMo$u63Tt*Q>)xa`hwh4bfERf0WpZMM)&k>?kd?fwKtR)gRD`Iku8=J0@G^{`1_=-|60z?= zUqJVLRB-J*3b4%zY!%YnOP=*PYZjwsQ;j3`%12e0%8aksq+Ol(a z|MzLrS!WYpvDf=}9*a19{v2RxrX_EWw3^_y0ANaYo#SqYd0$8)&_(y=kzPonKKWA4Qu>+GcpSa*AKU= zk)u@voX6`9e<~84L?u)N6Dffjl%b1S$mC4G3JRfmAv6VL>KEOr*I_!RKgCA7ieE;H zRnj7WIXpagxYU6Ze#7&+OG|y0!9Hva7r{lu26pW4@U_PDMRyANlv&bsfc^*jCh-Dn zm%INDfCSlIFfwoPDeMr^vYKbC=`KaUa?uFOrm;(Uz=t0EP-t93O-}K%p9~C@cDcJg z1p=4@|DttLYEDlh;!V8X^Ypb;uTkt_xY_I09q(hxJP+ynH>R{~V3Dr?u>ByHlIe>i zWZ8Ii>8_L{au9ankM%!znU_LG1G;z6+Fg^OZJ)eiYw!J@fljyUPelb3NHW2#(c z#te7)2b>T0F*b`roIesoG#-&*v;hhjw_qT7v&Uo3@Pr5LEn`?w;kk5rS!yLGGx@8| ztkEdvT3d~HtdY(XI`vx~bin9t3i9L^L>~IQJt-eg-J40)q+}s83mp6pF+J%Ca9W`3 z-K!EN$f-c%v{x>muVd6*fb+%F*8wYY2o;qh3K@6fzvv@=axm6rb259|(WqepRd-_r zi7IY6T(x0B0adH4%G${Cxl-3eHgUS{;ggt!PUlqL5lAgpmQ0K^Sti+p z$2&p3N|fX{tdD5ZJJa#@%~&A#I3)h#W(bBdTL9ij76G#Vvms)nA0duSdsRF%NDiJ`dFgA2zsg^eF%&+_wSni0Ri?LIWLf$bn@ zeD+#n&xwWl9)AEBur2{H3iWKCXv%02LZ-s5jpY@pw$o2VWYUPN90m!LwyPQlqoHiM_kq!dDJ`K6rV9g7+xbhWz?JBABcSOi|a1#1gaH9UQDSi+xQ^sbs5 z>UnBYAuz2sSO0xK!)AO%6Q)hmK2dPZ_C}bRZR-elyFnsm4!xHz-8e~DCaCK)^-<46 zlTfq)EN;GS{s`>p-~nYAI`thz!d6lge<11uniTKqRTQh$IKSrzAQdZ4QN{{-+l9D} z@IkCkaxqP`6h^)#(y)Yvn9nFUp?d|X`7b5IPMyi1$jnVh857K&1s{+?^C|#N0hW)% zp*bK%>RU&MN#1Ux?8Sm=uN<|iw40t1&`m+M=GHYAi#Zappe^XqSpz|xVsiqMv-l3} z(yN)+z>~NaeFkki_y-Rq`)<{vMWrc_?XaM?t(WUr>R#@=^W9n8)*xHAec085W8?+R z6@_`_G0xk(^xsLW_UCc+I}v?=WbN}_<|G+B9JY8AD#uY=aHpIE${&q6jQyo;rmmXq zEQ?2zm(+gSIq0&~=PLtuoW7VcLv-%8Cs>*O7}$0AS!GAfnX7umX|&`I^wPNEm3U1w zymR-J_`%0;dO)b+ONAy()jSM1fx1xk&#Qw2y|hJ8kJL^jDAh&^MftHa>tzTKy?hFq z+7d%4(Sm^<4^dYujfO6p(#PWy+JZSAcLw^3hvszW$#u-J(6=E-n&zxhx@ zjl?V_>1qf=VF>V6I$m0jcNKTt*so)6nn$0;ahv2*Z1<(?t=hVHoOB-iIl^T`6joZO z_MKJY0;x|9G!j*3@(BY_e1C2EdDiaF+g0Hksm-yCzjjsLP~uE?Z2`u|3IMlIKOk7w z3_zk+$EW)JtHh-fe*; zQA-!7(ZJ$!ZPO3aFQHhlJAPQ#M9AQO>Dl#zS4=x=xRW9c_fN{%tXRqhrpW~3nG8dB z&|a?S^9EA36!%VZrNEz%=RoDR(=Y+nErN6k(={2Mi`PB{wVK|_co%hkQ(KJ|<#dYN z?a+dw(6eI|Zv=&hc8n+%#q#8geE7{^^U8%zZyQ>k%@1N?Ws+h7G z@{9R}Gu`GUI0|B?=i@phHJQ)(nqRuQuyrQz%9qgJ!am%$ey2t=R8=cZGush7uSqBz z1LWZODIC;}UGaE#nm+|n+!^7VrQa`%+>6Gu27O=~4mJgY4iZlboxdlSAwT*<1@6R# zRC$QY1w6>Npfp-c+|^~&4Du0IphCx6&>-GL-$m<|#(0toUc-1+owazu_|9BDO~k2Ejn+v*yu0s&$^u6`yF*I5qQCUUO5mCZyv z?17g-dV!kcRm+(^`a-X|+?ga`*?#G2Y50C?!1%HZLTF*38sX*A7;!e?=#J}G+;Q7G zJvg6L&F}A{Z2CP(Atju=CDSLrJVysU5hI2bP7ny#UOopueP>!&@J#sdX*E}Z7WM6V z4kd6xABLL&J)pHICCE6FJ@j_CsKPhn+u@HJl~2!@Ru1vn3#UF)l2=8L1-v zMZImQ^hpn(an98J4B2hwJZ;j#M1ah|MwgGd&;HR^F$tq2{f^~VB*JxVik6=*gKYk} z3~lj~^I@E7p@2X3iInALZP7D_0!$U3e5dvoKWi8O`H%iQEc=z|L71nLQ(a{+M)0|N z&|`8$yIGBQn&U>==UG&*ag5{OGdoWE0zkqj=oW~R#2EMu);>KA%+zqF}s z?>Hial2IQR1hAU4xF6m`lT+6Th^Mg>HM0S-lBxa~6St9I(C; z%lH!gZ!a*J^05QkHWhK>nOXgv5xnBB$vBCXgpud-$Z0^_IG9(A;_I6jA}w6G zEb=Vb6K+BXEG;D-02(eaZ(}(W))bKRl+8kzFv5E9A5kqhes-DIDU1;P+ge|U`S0iG zK>Eh2j_nfH1S!ux8P8jC25vnyG%se$dn@DT&5h(L4!q8?CGcd#CD61Ttct(+j!ujc zJGA&@-J7K|%odUPDA+1+xGTX&A6dxjMyi_~u=lVpJ1K_>@>QbE^DLZn0((;ydsalg zoSyS&y6Bxs_3&tj<^icx+zXv6nUa3Pf5?9iy0~8tKm^!aG4^a9Z4}M%*Wue|Hsu^Y z#y142eWqA7pF;3vBSaMnC?ET>$h*A+4<4n*q6{^iVg^|+dVm~O(>7sVGN)R}u6h$1 zm|gXk-!_X}-VqPMxxHi{j#D(tW4Vn=i2toOS|!DYpeC8#x$4h=1iH%tq7w4WCPUE& zrNu;JDq3{UiIvkDStVH~e(NvJcmBiK5_~M&B&xexiW12=WSclCP--P>n&)0<87V}W zpQBAT+4}XgyXv#nkVdKbb;8XmKRKR9u{`*~_}| z%Inpys7bWc2cwQxU4eW;Rx3T%i)hR#ZEBW4zlGn0n&qcmIRQou2UiJ?5%X zxmGrCN~`;J8K{sf;dtfuH>i=YGR;UjkmNULB7YLYuozzu%eHDm7efpxWrwqY(1E*U za#Wz_TIFtYx|tz6*z`!50`R2S+=0f7XP?N74t91JMka_zWi+CY zY%G6`9U_zWmlvUb^aiD^=_o2qSFp3zFr)r*`cDNPpVAc{gR(5G$)PlJ4ebkuh;6XS zq`Ra2nsH&`auHn>V4F9*xK_&(_3`*~OOs5UJ44%G7ty!}4z;wZia1`mG~|T3caVRO zu?;R`i|%eb{%gaa>$H0MU4L|D<>;FJD0_3tPM-hrLt=`mK^-^<`CumnxET<@iKrjc z+pOm9FNKE?Gcpl5BDU=2df3y3OLM<}8SxUUBeL+t14RT=@9Az63fC~|*05UAjYnd` z7m*js($jWpJ)}3IM*LSPjx=1^|;;0x46YVq(uU179Cr zl&RrAk7a-m#(cjIxw<|9! zQ=LAuAC{oMyo>%?*zIvcf3l2G>P^npzsfJnq<^g0V61YSgz{Caz$=IgxC>s7Nt z*r#f`G=h~<(N5L78OCA$JEV zZ-F`$SURh;=FilJ~S^9i$l-r#O)PAGb7Y~m1nugYq)d@m99(Gn|xv{+a?#=B%OTvdmB`Zzpk++ z6waAiAHItbQakuTBOZ`mIU)&o`YG2)R1T;!_^e>ocgx-A6X93nhSYRlA^3u4Wjc#! z&5SG5qdWRInW|$(BnKJL-!4i{BaarzJm%aPxza?T@VDOTs6;5?*dFFXapDF7u8i3a z+JMBw)N%O^Q^`~f^=I!_4%F}@kX!A8q-f3%axUOMjRg|-$A6`e7x5pF#@)Z^RBl9n3tt`3GM8=&8h#+H*^l6d*$pl0y z{kWv;+X^n*F1>gEs`-?MFV@0`7=uvxbJe0hhbB5g1t$3qG~p#_`L>TQSJdXI6DDP2 zChRd3kYVAO2u=(o;8HgqIaEwaOnSdHMvQG$wwX3;ea@u{>T3Dlq^ z4qQzM6%Y_?ZFWR9HwZt^=@7Zk7u9KoTM2O!QrWMK?gRHus(br5XRhx0sI0LOu{32}2X!R}YidFkhnRP$0zz5AQ*25DD3lRBq z#=7%{#MwP#3m_~w)v5(6s)5}a==cGTGSs;;6l$8dv3#A&@!T*5^j;hd=&zY{nZ|3@< z7gxUS&wr8e9(ui?-kUDn8c2S*3lD4HIK49}x|ZxG-DHEP~j-%2P2*Q=}+TUqIx zNRLYOT*VQDzyY2!+bUK{S6{E|ngr6rbJF4gIrU3&-vPn!LfXzUW=+;zg>=O6z#Iwk4+5&=Wg_Iu+EZ(NyjMnm2ps;U``kVV zSJ~BQpk)^1Lx^&bDqpRYNgo^6L($sm^HV&&do);3OFGlr16*|a_`BXpdM?NzW*qOZ z2budUfYwviy_oF}srJM{S;QwZ=f9>>HSw6vv~ui6Wimzi zvKMd>kU)HX=a)#Sz7aNL=tFo|wkEe7-{qos(yt`KtbA0H!N({uqvF_z_3JTaT~Noe zV*W2W*b^1_+TxOP9CLPxc(cNDDu^%EQ-W#qeN&uWVX`@w&olC7lGQx>;tn1=9b3pl z*V#Lx>7Q4OPuTu{ux^Y>!n60kd`MYHBY|A zL{51z7f}}%-EkinVdelGhgTT2*DWwv$tc@&JM9NfdNo1NKD62Ky@PH0XzgA5yw8cS zmxLE(=)@e}bRuzo?Ks~0-xm_~Ld3H!-H!K8mfrF$EV6_qFi`o*r-S@MVCdwX70e!H z+9?<*rg5(gKl!0%Ml-E_hJe?U`0A1|*K*J4sAoG`Wp630je9F=RVd&X;Igfv$Z@P~ zGx+Lv8mF{SwWEKRl%g8!6dTRoty+@Kx=v$=wm1~0tEtaeLzr3 zf~k|`*`Pn}6i3<5vbKYDiRgu|`KvC;^|!l~eAJ1G5XTZMdPj7PLhgbOfsc3ppLFZc zd6tAxTbv!hxq{mR50vmccF4l^#VgT1jZiXew{QbV$>L*tpA?%eN3!)8Gsx4=FPZB(N?{zh= z=PiA$3Dpb?=j>#zoXV|1o3FG!ULh;rEWssMddl`hyJA3sQTfCp>NIw4JBq;M8>24z zuK-42k}z2es_SgvJrW612NK%!*^UNO&T92!LQu-NfCN?_sPOZ%g!#H~gM9`fn$w(| z9>IuKv?+1#;jOC-Dme9;fVO@VHXA-(QvUH7Yd>qgKr^MT>;-3?RvkACRyI`F8c&r3}6u(o6ev;q{G^S1WoKIz& z>l^DIhfJP`&vWJAQq~)jsoX+eXKm15SWM0y91T7gfp57Q{Erp!RB|^BoQ!96asyG0 zGp~TWSrtNSc>pUWj_oPb#G;AkTj1)Q8<89EJ%_yFS)jcy!$*JPMH*YIsn7t*v)oeL>U*WL?R}3#wHuXF$rw7Sq!M^!Oh3mN~LKX@jo+mepk@i(siZ zLcukki}b>q@#$JK&(4p{rE7X7d@A3ZM@v+$7mb=c*NU0wc~Q-ywBOlRzOO6&!IsuB zs(!Pq3B?s@um|Y`+>YVjibu3{msey`bEwa1Nouxsfz+lbAArW;PQqJQ4P` zP!-xiOf1DhOuElDvZu2oKa#VdsIO)sbluM#W{5KK{t6WL78USJTM$JS;O{S{HAX z30XfXzCvwb8M2S&JWG$J{TP*|(888GYtGz1d+tt`N z;PBpQ6Qm~TJ}vL#QiufHXa8`rAsCN_C7Ux-m@~Y7}&Cx=IQ2(&90HO4tWoqSkOs#lg)gR zUBv4<($_9SpXUK5F=KPL`v(sc(*GC-*lwN5njUnkq>+%Ji^dPxo?QRep1%Wgyc9roGr31XB8B4s3QSuUn#f*`4!_B!K4*^5-I5o_D8 z{^4@#C9z=~(QkLsF@coYP`4*qy15Jd)WWzu?&Fn4y5_ z42#+Tr@U{JVmDv}q5app zcHEz@SKx8?)CyyDw-Ghfl|!}6axBSnnkHu3l|Blv8|R$|Nni`B#-UM>YO=s}l7HBQ z4J8LaaAH)0+)}rhUO2ZBYLJQRbQR%@?~RjYVAIQD)ca(?u`}sX+lYl{LiI#ZG6FGj zvf6=GwX&}#?%YXKHc-cDrbnPZihxHFV zX*a>-j1XW|_(i=OIhhWomK5i3R$}9PpgN>|%<$gHPVRbha@PgcT6vl;l4B}OqCH@&ZFC{ zGpAi^mjGa)etbsC883V;m@nFVp8VWw6ZlWxiqc;|o9#-1DiiAjblA~GGE?Q54gQF0 zaA0_g%y3eYGqox`C)UYS(yvTPXM$N-k^6yYi=dxT6>G4$K6g6Vkj2hz3%_6*mc}$S{w*zt#-D4v% zwM!9jPfPopU|BX1RR!Y&?6-VU6us{fg87J8WWn$5ww)KOj?2P^)CCyVfIVc)5dM7(XBE^?gKE(!eZYvls;?j2;WA_rPGg$OL zEWHsiM5z_{0fwZ%f6;+C2)2AE1DgsSr(n~e4&$T@F!Zu8wSv%tF(22EFR>10lmHBN zd=m9CNIr=!P!lt+dUgy(0(QA-J+SGxmwFa=G*mO_2=)nT2A5K778o=o+2dsclD=w! zL^Jl%4Tt?lDU)k`1ebsE)FyP&(xae;#$aiq4$Kz7km^00tpK>3pgwU~45;i#myjR2 z_sR|*i}A{_f}_A?5WRQ)AW`Ut7gh(_dAXt7hPdkG=Pk4W`Cqf`Cg?|r;{LiqE?rue z)T=CyVm1LC{YHBR>q9l!qDf}jgdxodP1?5(&l^|-E(-hSktoX&gBq1_DY`)(nGm{J zG_S(ns?>EhA3V5{w-~E_5U>#_AuPN8{_)+RQoYRe%P*ZN}y3EXay^{bK2z*4mlO?nC$49&wVbcygAy#&huox?DUzXhH!spBZ5A4DEWkv z^JTsLy^d*wvuI(E%`MQ0+UbSf1tVE>#cw#bz zRo04A2AuV4t%l|Kh)-LHgt3pzlcC)61DTr~x;@wB{<4&oDQ_5?#rPgp0tGum|G?6g z%eh$x@n3NUGvBIMRBGCh+z|M78ElixuM*3_$A1`IOil68A9))i#GWHJ;5tu+-I7Ilz}jcB8s`U@2vfMLZSt3A^CH zuUmVW1TWf0oL%!;zB*##jb>cXfH$&J1_M zJd8e@3F_acv?TW7g8u9=lRrbp-yr!0hv7ltf!HSM1QgV;wEJU59@jT5V)nrrBnHe5 zf{*h4@_;=Cu<#8?aP36IBvL{$33aMqUtbJ?iJdvwb~S~vH~!~Wu4iumPgt@aMo2ci z9A^OQCbm1Qt~g+Q-!Z8679?S9+^lX3-rQ87 znI%G}T8=wXBs3EF&KBTDM$@Ko*~yxt*Q^tukytKDyhW}R!fr3Ozj{7>Npd_VDJ7g* z00f(j$xJc&Eg2M(h+Y2^>z<`ahZ*ZRpr&&e zwR0L3I3OiBUMPH?`eP%mnW2*^fkQ9kZ1-%u9%;2*`x-4$d?_8>z`>3yqY%#BEvHi# zmVGozOUb2e9ir9F8cQAbt~BHk8tV#=pk3vYWa)giz5NpDRhoe^)!%XPY~+Gw7-3#j z1*BRO6rVVCpk25+V2WzTJhWS=+4c6xb0mE|4@n_Q$Mj(+I`e}>)oD2c(zxwNgJH2~ zJYZX-y5st3g>4Js&Csnr(%)UCH!G|b3@AgKFTiE}(aG{O6UJ9__ zzfh@Za9(|0zJ#;RmC7`QYg*CLS=98lvCf9q<`mPvmKO4qThSwS$76xSK=sSR*zX29 z%;ek>^Z3)bAW_#U?HMW&_FL%Nb$%xmSRy~W6&enmeyTn_JXW7|+*wyuP4HM-EJpL; zTz%Gd?vF}4YeQ>-J2{lsXARV3!&Vqc<++NVES2=m1RnncY47&+RL7;gfCMb2gRvu^ zQx>E-M(?!8UbllRB;=|4{s4*+7I$J}L zZH=~-ow{=mrk7H1_4X1Pb;&n6vKC%NP`FvBiF$!ais}FJqF3oF$>Yy3Ae2G?&8^>7 zVL6!`3O%@*xZ+$d6CvT<@<1l-9R`D$j^alsPop|+1}>34EV(j~*Nq8*2N-E37!zGqV@G=A)|fJ@H+RP z^JCecn)DSo!vOf&s6=b#_`F7~nO6=Epc>`NqCBBa^W%Ce{hldlByjzr6<^k&&2Wwj?UL2BRjS#E~n7qv-dS(qj zBXnk}%6F=uHDHUf@aU?i?OcW0x1=;OKg_Y7O4!i=l&C>kaAS}Wf%VStsQdKwZhzLz z7!ReRz3u3Zt;6r8&E9;b>BXr&bfMlfgqw@}6Tb_wbafeGo)#e8+ufw`m{*MjjqX9M;LmC-NB z^wV!vJU>J=GKhUw7=P}tzzJJU)<%bLl6FfBTcXP4mJp)tX8)E^*;C#ow$k4ylJ5><@kq%OOXd zrXH^MvkO2My>QuP?mA5k10vKGL;HHrOdF6gaD`mjF@jvqdAPB4_yC0}avpNe?oJ7IT%dcmHO}i|8uEN=6$UF-YFywD+j|1g zjrLn&8V~^9e+%K}yk?VHubF)xg^cK#MU_6}cO%JezQ`4QO<}%@xSe?|X#%A^V;(*g zKe(Wc!5Zt!`fjQXIyz<7~-z zE}G9UWvi~xo6E2NH@N?#!`h<(vcma zfv5VLUGKT@B^7kAMt`VL&DE{ef~NxN6#SP%^_b^n@SYn2Dd8;A^FuGy z!uFVzt8T{T%}oF$4fkiQz}I@}=Dxku3wgJFW&$bd4oJ@txIG!6hH-0%y9^FwvGLin zx>eWtr;T@BJm!DYrc#Q)%6R#kCWtYJQCYVD+uod*(jqqT2XNNd`a$xoJR>~13R+XB z?&4ZgI0%}IRLn-|H9lMSU#R|Tu_eXqa2HPlf~TYP8f6pAkUhO0&uD1(JB<8V5h^n+ zd?}#-+|NZdH4YcQLob6p%gR9yvj*W`=004|^bQpnAlwpZ*9r-|5@zFKcn(lg?t6OQ zIk-ln2i0XE7IEK7_xg$!yJ;!yn&3S}%Sk_lJ@Qj7bCmX?x%lp~CF_vy;f_S$_$6nU z?U$3B|KNEW{rkRcBr8hBjfX9Ea~oBe@|AKVY}|E(9<`rR&otE4GIwH1hT#l|?NMJ% zSr?EdLNY-YH*onIF7Y*mpd_@|J6|_UZ*uzoO)*Pqaa(LWvU~FhLnNE2kPe>H?cJWZ zGY*bXF8R?l|J!nM7B`SyTZu+3YArZHATGK_1F}EzjAQ#e$ITGWVwW}ED$X{;wT52# zO#W%KZPFt$ym|bq)@W z2Jz;tS9Y>#8>!{8s#Ak3aM_j_^Kh$s%?Rv{;g@&vZR3?mL+MP3m+i+({8OW`hhav|s12R0)1B>p`4R(#f2??S1wT8!OOnx60PM=Z#Df5T95?w^A9A+MM;O*sQ=~;B-x|_ zSJQmBTPu-^{~!9ULMB6L-v4?##XO7mKaGYqfX%}9-zz8rgA?CE#jZy68)c=Bwfb@W zJrJ5QQL%1ZlX11yJ;mbkw~s#P?HMYR6p(u=l}|m`hDfQaosjxlI?$tgMr)rWJ@NNI zEhg@j-{>lCdYF%t@cwMCa_35nFooZn%bAA!;Y%H>WLYl%Si_4280eYMeo%h@eI%HX z2m7sMxcXjuj^zu{Lu$_Qd8ISQ*@3ndp&z2!RmJOv8ellH+Pe_o5-L>DJgu?sSY&y^ zQxH3v%X%!8>6}e1s%`LUV#T*r_#iyZ`!`Kg*V16QZm?@z)qj3}$AaFN1^`BY9f_)C zsjPn;xi>c=)YnwAg2*bJ0J#IhS5(i+TL|OI#D6<;cl4Mo(x|U{EO)B8;xj0|er{RS ztxTd((-HTUuDqqPFib4nbhOU8&}H@F5vW{vIL>@-;O=FmjhIWxHF$ZKri7)s<=O88 z^JM|MqjXe9&eKa9&fp;USViTyY z1pjp~X!rZ%!W>uH>PT~>0BQKRm|{+oz#g%;hb5M&;0JGwx92kA3c?S$u_)grl^f9< zBi9cpe+hNcLdT(tP2D}Xygog}c2l)N|SqpT=FZlfr%qK5y3v>M{--BH6LP^m+ ze`&rAaZ6pIQaR8n&Lq`H7~D&&Jotwtp{KTp+#YF~4T)U2loU1v5u3CC$@blKaSc{E ztBX5@492!mHdQ_s$+FTcuF{~l6kFgChl?n}zq zi$I*v7>`nC$Qm<<dynC=3~~#^~ZQK#`io+qtE-lf5(ghp0WPo+B`1 z#J+hvDmb{!QtG+LCoS(+2f~h2^AF_rwsG6Lr{CR7ue7+wxIsLi7g;PfFE%o3?LnHMg%N=8gPs7=={J!k^$6kqzgwt=>k~|WbF!`VDjKe z1ngUOqT9)E(Q?_t*vA8?nL$;NbAei4zaFdTa6iXVLdz~UR6{09 zK_8*%lsfM&bStTuurct7uVuInZF$7W#0@J_;l~?7KjUb*IfX$yxqDA?&VP|Yc?as< zPLN|6cqCff0(!9X6`KuhHd0v<2J(5;?_602F}JIoFf9=}d3Q;1mRDue#Wx#vmvYpJJ5=>YtlbnFdsuZ`cc&scN` z)lLidWNL85vsxpN<=Kmx{440)*doOFI`#62iEtnKp~hjj60=wXwQ92{LtL3;+RjEL zR#v^Nts<&?A_>N&ukLV`b2+t;^ljjXkj`@SKxM|=P}ZNWpUh+i|HaZ+qLdSEA0`d= zDe!()&|Z~kz;ryLvY7Usw7uRO{X)tw2yAf;H$GczU}{}u;oCU&vPzG$=K!M~!~oj` zr`I>a$uyYDNusQtFQrK|DF%^=b?lKOU>DQWt~^>X(4{ZH8C;iUrOxN?1%Zx#dgy&H zp}a9~*2CijX~(-bJfkcn;?Ia0qhWN?1rt8j3~^O0g`77qRP)Kdz^+;knK=m;!BaOm z7bb&*V*1lSUU7{v)LGU|Mr^#u3{?!?z?3cak2+AGr0U|*^P39NmW zFR+6p1Rv08J@duUF`_S8cAkJ*cP1)VbIAjO2$?xV?MEa>>DEj*B27MB_(F_6(daCs ztd&AEt`nmx_B`--IKS}UYBekoeY?~Qdf3%RkwLwW_vgisG# zS&M^PW)5k@nL}1~M~tzsaA;|GRZxhb0lB75@$qfG>4jBLt8Xk6Fhp5O;@m5M{NE^0 zr(?EjwU)K@`{59_BNw%~pKNuxR-K3p2j`i49+qJaroi3OPA}jRF;Gr9H{@3=Nk*e9 zt<9u7G-FK+HsG_ue0*%|QJF0z|2|s;ZlZSp2|dXr44#u9fdnPa@?U}`wp*gi793-T zRfnAZ*fL53yTXX6UQ&K!SE%_J2m#h3@yL_jgz#$dnP{0Nl{LBD@+OOm-7m)#d&SYL z$$?lJY6;zR^@4NzIH(=HIuqF^6NE3&o%5s19|aU8J6M$PvRq!4{(n@;%UCi2)!VWb z_rU2qq#=eZZW0ZP^X2H7~b zR-ils2Mb8~y_(7Z@E_zXX_a_EVT+6~T1*NKj6^ZA@5jrhcQ3C!XKZ@6XPud{LyV?O zn0$kzc=5VaFkf;CiNBvZ+ZD+kV|q9BK)=2EXbGTWxpqjljcg4!`#jYDCu#vPQmY5p z0EgM{+4EtzHA+p`D~d|Vx^zOxeDzBabJY5KC8(Q?Jb#Nbie=o;n%)<48=<{&3WK*3MrByG+`A>`}B-2NkhKnbt~8wYXFq zlNFe>evl@O7d!jqvQS0&@5qflXiGs=%!dTD{cb@T5Z~U7_dCv}CBN-KD+ay5Emu=+ zV{|AS_ia8D!YziW9>0h83Bd_2mdZol0ZQN=@}5Wq4LaWBGv-%;C*Yg25*4@Bl?ez? z#Q?B4a|`M@8#FWGbph?+A?ylH>Lb}*}R2<>zV)m zL4N6a%2CX0#buy+PJ$1s&7NLXT#I5e{DE*y_Buf ziND54)Jrgf(8@*0h559F=Mb6PQ8_Z_HYQ#*DevrJeUkae!1SBq;{|rnCd@%w17R2g z!f5kkd&~~#;}(^pHn-hj4J~EwRQ~Y)%%p??iDqs!dG3&-^j#55b>>elv|+$Li*<^? z3EOez8C7Q76l{2=yD{3l|5PAEn|krdy8E+Hj7lM6`vkHBbXlAbBy;%!Jog$?Lp&CB z(#Q+X+Cp@-MB(xc%rr3#INK-A4UOi$WpkSza>LZ5>ItdY)SrH@2J?Y@X-);GT2Chp zMc>0hQ8Qu5$Q3qTOdI*6YSE{7wek&Ti#&UKgyf4ohGeXaB+=z&Ei1Yt?Tne(yC2)P zTf(DsbRVNi4SyGdPHnhhu3;EV!b{Ts>dXdH)cE4cr4bqHDu#E-va-YY- zP>>-WV{a4?@maM&QH}PM3^R(Apy#nQW7t0B|7ELZ2@-JH*(Zb*7bKyN?C^WbF;MyN zc`t;}R&P+i-jxy!;#_!f{@_H__h$7bCblvWSJR1F^~Fg~x;6c%)al;oQ90m*T7wr) z^_JLxnK)r(jA2&IlQ@)%mzSeXiQ%wgn*+J#7)pL*$z)ZSSXL7-R${XT9z>3-6D3LH z-+4J%rp9lxwE5a$L9Qx8dj+t;Com>eym4+ZX$}d7I(T2K$uzkw*{{hvv0dPedc-X^UFM z`47kd-az{@412@N-nl!+LzT5MrHO;SN>C;dG+)a)hD~O+Qiwg3^!*B7OAHAm5?2Mc zo=yRCK&PfbwaKd!oWL<&=JoTKKqhKF%Kuo*_ikasONAn2kb+Gd;N{Ur$j$Cj)tf6C z0h}Gd(6KyQkysaqL1J4(RxX)@*<2kz$^^pbmTDru*uB{|`BIoGGwNm+*2G`t%mtIK zh_HNz!SbdU^sp3FK%&q;f3h8%jj9|=(qgn@NIYuQEjeZiZ_*+?k7FJ8`>5i{La32+ zm-!Oi*eGDulN{z5xO#}nUhY{om6S-nssnEB?*p*G5h!k0Ukq1^Q^OoLL_)%Yr9Veh z;;F+jca#4n;&w<819JjOys%w2yCkBw-X1yut3BwumAxEgmb_G$%;K$CN!6xWDBAAf z4{%fJRzP3CVXn*W`@I?{)!!8mZVVRJS-DU$Cze!Cq4v-UlDiJ^{u=Y3U=5ZZRrsbH zDZwI~MXE5SqEcoM^^C6OL)wQLKD+@hp^U5SEkI1j2oi9TofXjb@l^e#Fv{vve~Jpr zgp+R&kuVyL-n?ynVP-ih-K^WI2Cuq=D z5qrhv)iuFiG_iPSQ%?D>9J-lezGYpA2 z8DCUXh{;rJE(v8rT_lEvOh)4Pl>=YY*q6%~?G(Z_?TbT4J@+(t&ul?iI%8)O9zX@ZV+uej}e8C5iVa%NqBJvDEaE^O=? zO1sX$FgGA(R%Yhz6(UPfI7(iwdeuk{*kP#}qWx9(2*vFpQ~Ps z()X6peWdTUJJ6gi?o>(;J2lLrTb?+OZ*o{r+Yw`I{=Oblr)bN55gZu0;j+p~832ax z@kH{q?GZRrRt=>tk*bYUgH_HpYvJP7ogQKCusx4j`_I`Lq&btM_x0~%+yP&zDG?U+ zR<4JZ>tB!~*(u!;$J64zi!7>Pdz`PV;3e@XRYz#EO%1;d_)|?5-;W@t+P8hHhd$@I z?dtxhvJAstk3fJc;Ly3w4lLkWWR-`a*ic4zB~GaYDhb7z2pi14)}C1@Lm)~a_m0<8 z103a=ozYJTE2`4*BksdS9i|Fm`X5wky%pfFKTA#^>gL<>-h{iII(V8aDI$gM(D8`{ z5-nb4?@-tPdvNNUx2R{_=?87*c0E<;lKJ9!HPzNX2)116XWP2ZnH#Po9WsB(9uTShR6IF6jD!AFm8D>B zGQt9$6+O+JH4)ny*~lZ7d!S85EKpC-0T&)_>xqt_Xl@-nn-?!b)lO*48&+Y`DpD%idVfp!k97kX3>5f zg7+`E*0;VnF4_+3I;p?J=Q7S0vq32}%@&~J(rimV=l9=G8xA)-4Q9Rakm8pb;RSL; z!UN^fc?HPIyFr+*rC&5U2LWP5hSP~1k6Q!?xzbzo;U{IzU9MS?5qxMO8X5x33-+0Q zjNoAISFt%aM|fizyfqc>EsAWN?e|Es&7zaGoL<36>5hC(wG(>yN{NtJ-n^68xuV$; z+HhjEOf(DM4a6zE9FAfNdBF`B>a;T5@X}Tki(m<~A{lRf#w3}gxBIS63NQ!hSuJsv zq^#nqN}-KpdVt=B^R_`bm88P0@8&P`p&qU0{pgE2t&jGXNn&Dc1uDX-)e-QARTxL| zs>lndr+es0C77hN#6MemiU4==oPW&7LBod`E>x8*C{CpjxLz>J>P@h`70_aUVEZ$+ z0V{OJBru0Mhmo9T$tD<4`;-yW1Z)Fxi3zw>PpUrQHKUBnV(GqiN97$lDd{L6_JlMt zx$jjZObskMVUDhYZJ<;eB8|iKF0iP>%2bwRIv?X$tL+5~xm;lD3fk>Aor5Itn-vST z!jYL9{VK=pc|m?aBIe>uvgy<~BiuxSoFIn|=pHqA1h4Qeb?c~8zSN&=I#gIZCq6ATV&q%Sy@$y(k;UiR36>(Mp2Z#D_xz`Ye9s#}k%r{e?%L3{6;s~eHv)jOALkCH^2?7! z_BMkCuZEVOT97B z3tqj^K(0?M3Nvgh?5kFMRUEli5=iucTBTxHncV{kI~25}UzG$d;+@%SBwysI{|Ak8 zh#pZ>o?SNBs3?-|IWiKjwRF0HssiO}#k!=~TTpfvnaVqfz(9E)M>`@$*+op^eH0X= z|CPG{)tgg7Rir_8xcNyv8PdnoXc~2}024s$zk0E5Jc$2Kvoe<&j77bioCR`CbS*T? z{rl!1XgLfcm=SnX)a=1!>QjCyxI}>)S}xg7NxcZ^icDc1-iD1$*Ec;wIO+s3$ZcR# zf;=jE$zCrRW8TQQ%R)z{)kdXYYhOK{m-k@8zb`l*M_$r9l>#1Dd!;+tJ{;p8us2@Q z62XVQ{>_GA>_Ata+{ zx8=$BLoLOs87uAM34N3!y+HA}lsLfA(S=dyx;Kngl;-6?YFxJr# z_3^%V#6DWK7v?8Fv>V~Bu&T)6404{95AFs5SCY!n^YKv~^CHoWcL1H-7y$65!|PK& z;vOP`Zv`(ESV`iA1_RdcSH)!J0+ES%A2lA<1W;7;5KrKdNxQkzv|XZKEbB=$B6-I?_yaONP07Zm%P8KDULNIl=`EH zu{lWAoC|>FK*mh?IM*=%lzg}qD;JHj^)H0LxPh0q&)mbO*?ST;aXATv8Tn%1czIlb z>r$nT(K35Q;w6zb3`|F`Z5zhu$|R~SMOO4)rfjocBN+)b&>cn)%-IKFw1ak!I z^3LwITjuJ)uZwp^D>%l)`7a%{S7SE|Os5@61xK!71RunA`6<6kHB`7oyX0eS(d{>c zxsQWTX|$S>2_h04?vA*cNn`}qKLGd}fc-N)d)910%#l`y9FNChw>k7(S(aGsbuC-e zh1rhs~d zP0d1W6Iinr@e-g3C?6YdaVR>^MB6{~DT!uId?lM8xB8E4;cMDsZYDq?s+G>s_>8e^k{Q7u7n@jD?&&=& zIowbm+H7JD5pSX;)u2I-fpV)@*>suI?Tm<&MtYMuK&~VxGgJ!^C0f z>j~UWC%d4?7d*Fq+4eZkLxUE{gnlwgOp-%4bc5ZFDdcQk7M72kvl=1WJ2ANIC8~=4 zT*~JRm+>HgMC%o%Ina}Ozg@(6E_}9Eq1pxL#mr!M%e0DS7LSe;!_QLj4=B z+%B<=vF$RpNY2i$ z%+4AjrIkm5&$OX|8b#jNfpxw>r6xaL`GSy9KpO2o*5px=9huPL~q#B zbqo?wH-iRJ>Fco;%Rv%y4{9LN3VC3Bv`#B{zAO#AtfHX{B6I&#SKRa(UR)pfjPJzw zgOd5r*6@@5cKJmm+02DTcT0+!+2AS#8N(9hTQuvbWK2$RlHZs1TaKGNGCzHfV1F3R z)meEo%qvm%^kQZcgO%>Na`-$60la2sjRx(47>+BWbjy6}=-2RcRmPb7ppz#5@H%Ge zQR}PLhCiAXAK{`-)I%);+ zuRUCk2yY~v>qDN8?P++Dw zJ>W?bW{)HiJsM6o_KFFA=gJPkScty0)aFdXm4$1d4_CmpHFI(4-{FwGN41zcO+={C zaq%WxYQjGtyN#iir3r`)ff1Pt_b<1XktyYCWSaJujl9u#;#r#5uW1`=z*SHyF0V}v z#qz+t)mu2wl)ROQ2h z+G>)FhsGCk*~#mc-XIf7b!$?=;&`V`4QJK}J6xey?M(@Fg3Z&w3U;j{f~&R(>L5ds zKIRW#RV(Afp+kET-oyl;;v^d|}R3J0p$i{1BU`qWr04@L5u=5tvCI-pE$*HErC9GCXg7>-!(6k6bG^vc$PQfzL}J zNN!c*%!N-PT<`VkdUbe&L-g6OK?`g=YlD7>TO%l7Kxl{7bhN8ljPNXoyAX=`Xq1xG zmct!dC)jLn!)yjr`ckrG{bigwyOqZyuz7gGe`*mB2So{3%dEjDwApTK<(i(-6S+Rm z`1&M8ZW!$ykY7`o%4sT9)VcCz2{tq`eW65^FxHwV61v~uzk`xZhtIjsh`t?`LiRfB zQE;>bWt;+9QRu^-$4SniXW?hgL-A9Bp8v^B31vczt{k{EOrC)tZrMR|>3=0oDipt( z9MFHq738}6nQu0=>1ZSQcb0_vch=Ea(Le;qBgsW{87U<6o{WWL=Nrnm2H&zWUD7K9 z^BmuQ*NumOfN792uX_o#=f3Obu9!GLiVU5S&WzOke9vdhxItxdWM))rwSu?{brq^{ z>}VC*09t~#=IEt|STsBjl)hc;Zv5!O}Ptg9xCfP$azd2eSGtQ1n$3 zh*kx zC%vUyzGTCCo!~N4f&+)u)le(%GnwVDRE!kb(_|AzqIg*WvWhF;zLv3A0d9;6Z3vsG zOzB}QjAxs<*hIJ^EMjC1lfRL##a`5VUu~3q_&3D zE#1{$u$hC4@(Ltq%4JGp#EdSX4F9Vw8vb!lGoW1>_5Za3N|WK^JLUSu>;HJg?m!>MC<}th=M`Ia2)Q+`L7G%2u z-LwThJ7)E5Vh3Hs0kH>?76=S#Toq8wG2w9B2yqBzvnyV}A8?mj-Qiqom_*+t1M{(VMS^w%>w-V8MSF#k#`bUW{VaUDTvXkotghH!l^d{_m4E(;`|6? z$A&j2s%$XVulJhGzb|R0-B;hqT)bahj1u%-LKvM*&okdTJjWEGa;I|2k*GvYV>ZsI z9xtS+RqqA?7#0JFc#aGxUd%?Ke`)!O-wlWxD%d8CUI34kudk=w>#3?T-qfb;9#<9!M@0d^>!zhoaP zz4|fKR&Tp%DrZRr|BC7K)0@~lTKQhfwpR#~C|3zYi-E7_u#&v|1nUlTqZk{rPo&K=y8EO3^1r(-Ds>M07XS|ol7Cl)+-pUG)J;mWS9}^&L*xkxMa=D0` z##~(KC3>z;byRczvbpjCr`nk~@#{Q1I(U&)6NI_3JX(1Q6&*Z>1!WA~iLN*;2k z;7t#iQBV`u>qdE95xr{!=&vu%Im%P_wH7bLRbe?&xRIt}a59L-KGn5-WiI$5*i458IwQ01=-{M9S`3kHKh z5SlVH-8^QaF1IVXBl_4p`g0R-_R?w$l>b3SECwrZjrNUybr?XEz`HnU_itAR^gzz^ z8-$ZLtbE=qCYf`^u&Za#!_In3-UOq}q-nCEl$4GTb2|w4f85q_(;FQUr-?4VqP)&8 zV4A{Wpq)qP-~4O@dC0r-vY0oB?pMao!~1dbxV~!od zdRdkE;JQCs7=6>7bo+hV?Xw0?g&NdoMp#}wT`yp~&~F;a)3t7OVSMKaIs$rsA85Eqp#|HSZ$pCjC%9R@7tX`3 z5-JXj2tm4zvR>qyBJD6TN5}fQib1$+_JduJU&1XNem9`ag4+^-pDh!)E=txbZd)0y zh3=YlEOjAdY$L+DWGLD0wRVuF>AivqY38~>o$>DILJXXxD$I6?(_Efx3y3c2?mp6q zBKnwfSV84BzblwW1b|YfuPJY-y7h(5sx4I+^D}6>i42ZO@)g)3C4^uRHmzV0G4ES& zgnoZ>-&uQ#8Fm=C+~}yEJ6SZQk4Il_+V+nPvX|_Y=b6xtvq>l9t_5=v-_3eT@3N2c zc^+(gjt`ORrp}re;+WWrqer{?4;1>unnOn2%P}?UhV4i}p*y~+nANFz_sR{0^$@-HF zg4oo`hlrW3x%0dQqh*4-4C)BZdP#NC38_1;)Lk7f7{#eklFDkPy=v|s-I8$UJ@QRx z9R^t=5U@|31kcQx$$!HgqckwEu^gR8dR}Htn1zUi^kxod*_I?E*1`xbWMgmK1>ezr z{LF+X2e&kc&@E+hu`mBWv?NypEWJ^waplA6KELbp%}OLk(DI!idZ*_*=#Lq*d7eV+hP62*Q5dm(Q z|1X)eP@oD5+cGGDT}C;rQ8@~IVFAH&7)&of%hEQ@#S>sYYSHW_WBD--D703-_M)l) zWX12phL(WsHe$HfoFH62nDy;8Gu2{75xD0^^ER%l1GXWbRfD6|(>#uGWx%eyEk$Dk zoNAjFs^lgg7=Osi#_`FslMPb8&8|yqyc}}Ys&bm!OeP|sxGxA{%jkPwz~`Ty$7L=5 z$`W^>AEEzIs|WVt6pbJ^%c@^|27TgqQFs8PZBBp+NUU#Ni|>+@A79u(NLVh!Ebb)= zLff)v0C6Dq?{ltDl?6tZt}%2`7D8nlo{2oSS~ba?w=r3-56vN?W*qPOU*3VukQMD% z;2`h>mx~#sBXlM@;sSy8<`@ZQnFuOX658EvX(^=uz6o}>-L27+B_36rQ%0<}AEDy$ zCUorbPqX)pO?jq?oVbt!&NIulij$M#s1O6uR!I9rM-y=J*mSwvl$3Jd*$58_3G;yZNB|3DzMP zu)&IU8Z3)VMwU5Ek;nfywJ8^_>ED|kVlmxbo-+AdwMLyo8t&8-iV>{6P)xoTpp)=c zWuK-b8SI890un?O`a_mhb+@jPPZyZ}m}gvla9vOwH(Zx+uR@_yNCiSw!VwYh*WMbx zOzEq5X4unKNpDg}igpFkC=URPY=VRyi(^{neUAY0ATLgT_5RbXItY~;la*hjRj=~` zBQ3|LG2GiUbbD-AXQQi`o^>80>p%{Xur8Y!g|F+4IOi5^OXP!>0eInuu?SR1GgAT1lNsm~}Xfy%T@Y<^G2X?Xj>qA^FhIvGbmMI^O=4Ai>ZoHRY zam-S*VlW`Yy1lvUxkz~vLhxxT5L^5;r4U*Xj~sH=(M|&K7RA8F zOc@>ozQfLs>nU+#N2tBInyxIP#0wwEj58E-BdZf>my31b03kuvGlBCtCi7&`cyIS?Uh-dFT#9r!rWM~|# zda_27U9T2U-H)EV`sDctT8oiDBn_;0cx(qvlJ`RW8o^cm(NKLGBd1@*rKN6pGCKjb0vU z$L^k{!>pNnRjy6v9k)V`{WTAaovXU8TrzJrc`^xG9S-5kj)s?(LOZmkCEt#KkU>xt z08v1$zo3*E1=gVg14WKi37cy#311&AP!a!bavQ^#+$RB7fsKsPH>sPn??tn3jRMopCK8zvGxTZYV$4}470mI{WKhY$$>At&bJGLw(|}4RW^9#^JN;XnChxb z&@pdL=uL~Ou;|~t(PeF=I=BpnL~5V5KhsRD+)x4jb!D6HYh~QrbBSCY&1o|ttySW1 z<%&n6rxvjagxV@sr}$P5=Nx`m_uxT_R*;f8rT>510T)u2(vhw2O)sL?lp8TVez!#m z4f15o5sm^SGe;Cwk_z{C*;S*u*n6E5dx76)fR+;n^QvptG-@8SYe{&G^2&TXI@_OA z(3KiX<2vdwL*rOt_P=N(#2*NE2pusmxbA@c4|lh+oh$&F#WiN0oaF(H#-xj~X;;r+ zAp7xog~u#t{%v}9=YuH(v+{b}f5=d7v_yI;Y-K522XrPjiJ1D13#)*kN(1C*ZEUZm zYtIJ@$C(NBaV#Wg7VDmK^QmkywpoBou2eT;PKw;P9^yP{nc+#pd}Y3AY&_<3WclNG zns&7G+xOL9eIXE`)vKrLha2qXe&H=Bc#N3GRTpsT!y@MT;AP#ZNW;E1tfOqgWpQRr zz=hx()KQ~)X-u(ioFm%x;$aR-cs@gS`8M=s|G_r45~#Q3$092xEy=VgxX2|_x5iIt z*zC>abDWRQ8%6#8<{xlk#OcJKYLP=OK)GpNE}o__?ihV4Tdv&bQAbQg{Ac418mJfp zme@OZ+~_)-@v^TlN&48SeIb5#%oq}JLSf1HL~Huer{N-ofjbRut{KCDPYmFq?4!CM z$fT9dW4_#555NI@JK#>OlB_^p;^#rkOHiD@Ek<`95g6|0M=(kvX(MB0JU-+Kk>VAA z!XL0TJeY}@_2D_Vk*q@e*vFE~0Xon7D#bkruTLn%(DWRE2v@d!ttSWf?I$zQ7lGXC zpDn;yeVdE}XkLlCcn+5jhMy2f=VA7=fW*sjKIuo5 zDIfU^T%Hv2pX1Gp&wxkQQe^&0_&71&VHeM?I+d)`}Op1*mA4k7Kj^*Aoi~s!4A=a}_ zV1z{N@I0Jf;Kno_o)P)FQI<%>moT}!p$gWkt7jCq<0x4ItGr;YDRai9UGUyCwSc>7 z1=cek)rBP6^_ZxT2uDB`j;QVm(T1 z5hHVQAHt$}Pm#a9qKdhe*tz<5xnO=^?uplbflX~Itx4tfKgcpj9^9T}00~{#Hg1Kw ziAjE2W<+1fStJ6w_B?lr8gY`~RqP>4#Cn)tJ;>c+d}?|r%pt`qV+)7lzu`hMd7}>4`0*h0wE4<(g^%yZVw7ghXmFY5;RG(q;PIvvq`g6p9sR= z5oeS#UwxwY0I^Jj?EW*Z{MDc6_7}}k$y)q$156|UZ2vRVmW5?Ponxy!)$pGRx{Yx+ z)pypv&6gf#L7i6=DG$rG*c1FIAXBoIv{FaH5wuuJ{vc{b?eG|Mlyx)|Rp=O88j)1Z zyYCS>5a_;1#GIQH6wt*v9Q{TnI-d2b-^Q{0Yj$FDJnD3*xUurZ`ln2MxNX~(KWF_Y zt@sVJXW}BYR0XWxBCj`(Ma$u=zN!rC=W0(Qw+8WJ7iq+hoJ)aD@MV<*EgZuL_wgMv zNXGpYs|?G8F-ZpN?px0~w3!3!!XnKq70mpGKd?GzCmA4Gb~kaRDEf$Gx>pL6pAtE{ zjwiXE?HONuLmW~9$bIml;_HyyO_^JO!MKSr)* z6y;}bT33rRgbhQY*-3Y-@|8`{YvNtK!cHY>Yx?>NIbMji682?}?!#L3oq~{S23Zs5ZMN5uD#Q4wn6?XjZJ*uu z9HD&p%K@4z{Xh^Q2FQHJT?~e>&fVyOj9jJXl zJVipPw600P+CDC+e34_xyvOeqF{qB-q5WmR zH3`Q&z;XG_+Htg`jp89_D6p)Vdbtt$w5gJ`&%C8siJjea4mRWJ#bV;Iw3)nrezN!E zz7=w7vR&J6>4vd4f=hyVc&>Cw)+;Rne+4y4H`Fe&>YEdSYDjKXN#$UNnb)u!Z|o_v zBtFctEwqcJmpp+mhEX&qOk0=Au&Dx*PQMc}3gl+upR}(ur*~(R6~b}9^>y9{m__pG z`xeMfMnuY|H!*8x<#NIh6eeD!SxO$A>C6rX=xh%1M<}jW?A*vReQGIZWF-E9Ks(bI z>aDml>YK2etKqvm#5W;vU?^jfVypeJ>{xGxfhf56Giui8v*Z5zLgOO4ZO2q6A!a_( ze}#rgAg!LMdd(H>-?J{U=mB)N9>AMLKTh4f`AgI)zA9t4FE1C%ZrkT|Lv8zZIhqs6 zl`=&ZXdEi?EJs}KVsz|?#Cu!b$dscI!Z%|&@LWHbrMh6LMUQCclfNfF*;>$l5ZHnZ z5cDuN!(ho}BZjm>0qc?^xg~;ZM&l&FTpa=&bu}8$^yccX{ytcV1gL#fxb2_t72oV< zw~&joBRg4KW|y+`xr#{s-8;j)+1a2~izqG*kA{kIxM{+Xj5lfY-uXz2Ay3b@Ha>{B zWWzjxPBLTT*Cu-jE9cZ)q`3gp3@xZcb7n52Luys6Cts|v>f|;d1PXKv*--#^BA+m6 zaOp{heI}bCL>L6naeuZ(DXh>1#Rzw_Dt2La$IxCAiMwL#ag-5-^=4~U(KnfWB|-Qy zSV8qLp}cU?C;{H2pm{-j-@DPfYtQ|@Kr;tfG&0!JTT&$c*{&<{TAV?2xh!_ixa5!N zK<0f5;eyW|z)+EgypE~dhQKpwuQhR=cY^{Q*r}m>-~J|m`6l_V$7&{ezSOUy18MwK z_)>{Ovw3Nm@&`GXZv>x+v`8@gR#NSxq{G*9I|s6j2c)yP9KsvAce7fMNavIGuNUuh zD*A3WVXJHf&xJ7?5p3ItR>hiOOBm%^k$0N zY#HVhqAa-u@3YKFujW8R!Hqr{q%zFu-ZR-phBX*Otd1hK)PS^13sm02fQXC557?r< zW4PEuOcl_TSLg_rafqD?jz$u!LUb#wATqCi`8U$Qra}o8-2@T$oF1)BJ#Tb!+2y_< zBd2<_>PB|touU#fTGio?R3_w&IpG2IBfG|QPKKAbJ%4~&FnNs|dEd?`$BJ`IGE zq>yncR1?a4pbRdws`$VE(n0ho_?N!fhM=Ai!klqWaUhGdo4BPkj~KJ!t_WC!Eu?wm zf$tY*J0g>i6v|{7(OHpOEl@Ow%3;^NIs1FkSurJtb?WF*ij{S0VncCg7IhcX&Jyi)3Wy#Afd01(~j!aO#;h$J_r6D8Dp{(skjW`3!Yp z$^q-)pKE`Gd9+Hs2rA!oswnuE)c$cE*zn)e3aiy=QeSU7E1nBSmRT^PX6hz1Eh;um z&7?wuWiXwS0Tu^_I$uO6JTjeGOJvzB`|r6iQF&5Yfu*G^aQ#&Zdo$ZRIs%=u<)uR1 z9SAt#V8YF-=!D`I_^X=0mcNRFO1F;k6RAL}B+JSYuwfQo2I+FV+&}Vjic{CEPc_&b z%!eY?K||vz*caz$)R(gpz3rB^9;Sa@a@o`nS6&6#n2ivl(>SiqO`e3@1=j7;%GmiW zfd8TetbYg(6L-%9U4G`H(X^b2(+NC$KIs+eMB5XvYYU+E1{I;`UxTMhh=uP%hU^ea zhN|>rESn|*5BdbWwSk++kZg}mG2Q}rPL^~zbE@Tr_0Rh1?tKupJnM~X!5+?x)#a>D zYR$*)BkAHLJii0yv+ZyuzSo7KPnal)kwx}=Lpz!vQtW|0Pk!B1gq;7^W!<&SE=@>P zHMrCM+85Ak($}L(E4Y9vMBABy-Xff9pQb#WeC#Q}5Rhcv{-l)9fLj`DDNDBj$y%Z? z;e;dI{lHuTyP#?=q@#+uc&M39vh%;zt&VF@IhIEigcA(pO}zU`#$1vKG09JgHnMT_ zgUdfprFsb^@u>PhOa>s`1|}d3W#Q%12_hawn;ao~DdXMl|K6Az8(-O^MdNqMYeO6d zS)~KgZ6t}tEgUdxwDyWQ{yG=b0dqRaQ1CJX$}6B)#<#_a_+VaNa@WaQa(p6A$UkLqenN^W}vp9G!hH5|GECK3CJyRjn z9ctHZKXhg2mf|ug13f)VauOLa?%YVgul>Fb5$|9ZUCJaLVlfxTvhT2Rw8;WpAZCc4 z#pIQ80Q6;G$>8<<;B~;ZKXpP_bZ&20_JZO{YmR2{D*b}B>g5LwMWm1`XWhkTFSYHj z8`(zzW5bU)wXXZFZ%6?E7T zDtS+sqw&Tkui0i`atIX^GERZ79tsw+XstYzqngaL2tugr zk?uf<$Fbt)NKeQJXP)^H9+_e9amTdx{D&>l!fc1@)S6l(txThw-BaTwV^i{A%Vhou zQ?)MU(^lF2)Lb#4fy>6)58*J80CNZ$4)^sCBWT>cLwKJk$8CVUTPZ=j`TY-FCn`!2)ns#m-98<`5iy@Z0)9i`-9 zJRhJh!2*$f?9I%qQ{X-6kRNs?ivrR?%Otj(a{d}eTT=|`V8AKEAHziA{w(^+cx4#1 z*B^170^iA>qkbzS@aLOP8g7hQS76Yc9jRa!^Ph87p0_qf==0RSyZHHu>8jMz8#nm? zR*{{vRf-2%Lou+ld<}{iPwG}OZ0FLCsjH(3(X7Ga`JS?nz`O0lA$(_dA4HvkVrrtp z(%pi~OiioY9pMEI&?^Lx)bK|SEJ}L1VO9xdKGsV?bsitH&GgD{q3W4s60)H=f+c_3 zecdqTrc^ALw_zH#^=u6^jau8c?K{An?1ol_`$bzC_`_(T>wVBf3-K>IQ{&b6SitLL zIjw|vdX>!ndsEw>1`m zKgv`7)#UPGKBuC6v-_p{@CN0*6>V&#BV(?6+uCRD+Svix`#f56K|6q+Ng!$_4Ap=FdEllgr`Td8RQr6gQE~B3AI%;z~H^o)y`^nmXt@nH2-DlyA_NgOXU6+bqp*Dm=0z1-?~W2*k(%^g^I1<=Dq3lbEwT?F%3db;;ONHiMvXK_?c_}Tup`(9sWBldLmGDTP8*ER zqH{TfF8g30Nwp1hCo(^dfXgJ&7xpXrpZ-FdE)HH_NQv+3pb+#x7KczMc528td&ud+ zcPe}~P%kjuu?Pw4|H$G>YwHfiZhYd8?m=u*lt{BuS;d0Fc&XpqLA|Md`Q_@FipZ2q zIy;mHVxtiYo(!`ccqam|lD{BJ{Z$OQ|IS)&WPM^5nqN4&S8OtRutsnWlwxavD0 zE7MOCTVOF%|Il-E#KaMCd`MS)E+1JZC55>In=9B~^@A)m*|iQuAqy&SJt%}{V97Sg zq%)(_@3q?1JrQj^ZdSd_bW^pU;z-#(Y%ve{wPVW@4#&`KsqVp6d|L#+#1P8__Y>=e z%GheACMo)@8A4@8WNn~_t>_X#t-o3zR;?+z5va$tw;dVD{0q6^8)%c)XbmdAZ zt4a|PO?k2$(*O;4lE1ea-`tGzUCtf{#m3ZO@J5F$`||LQ_(mafbGecHQ1Ud>B-y

") + + parts.append("") + return "\n".join(parts) diff --git a/OCR/extractor/loader.py b/OCR/extractor/loader.py new file mode 100644 index 0000000..69d6946 --- /dev/null +++ b/OCR/extractor/loader.py @@ -0,0 +1,64 @@ +"""Loading utilities: turn a PDF file into a list of page images. + +Kept deliberately narrow (PDF-only for v1) but structured so that adding +support for plain image files (.png/.jpg/etc.) later is a small addition - +just another branch in `load_pages`. +""" + +from __future__ import annotations + +from pathlib import Path +from typing import List + +import pypdfium2 as pdfium +from PIL import Image + +# Render scale tuned for OCR accuracy on Indic/mixed-script documents. +# scale=2 ~= 144 DPI (pdfium's base unit is 72 DPI). Surya's own docs +# recommend keeping images under ~2048px width for the best +# accuracy/throughput tradeoff - scale=2 keeps typical A4 pages comfortably +# under that while still being sharp enough for OCR. +DEFAULT_RENDER_SCALE = 2.0 + + +def load_pages(pdf_path: str | Path, scale: float = DEFAULT_RENDER_SCALE) -> List[Image.Image]: + """Render every page of a PDF to a PIL Image. + + Args: + pdf_path: path to a .pdf file. + scale: pdfium render scale (2.0 ~= 144 DPI). + + Returns: + List of PIL Images, one per page, in page order. + """ + pdf_path = Path(pdf_path) + if pdf_path.suffix.lower() != ".pdf": + raise ValueError(f"Only PDF files are supported right now, got: {pdf_path}") + + pdf = pdfium.PdfDocument(str(pdf_path)) + try: + images = [page.render(scale=scale).to_pil() for page in pdf] + finally: + pdf.close() # always release pdfium's native handles + + return images + + +def find_pdfs(input_path: str | Path) -> List[Path]: + """Resolve a CLI input path into a list of PDF files to process. + + - If `input_path` is a single .pdf file, returns just that file. + - If `input_path` is a directory, recursively finds every .pdf under it + (including nested subfolders). + """ + input_path = Path(input_path) + + if input_path.is_file(): + if input_path.suffix.lower() != ".pdf": + raise ValueError(f"Not a PDF file: {input_path}") + return [input_path] + + if input_path.is_dir(): + return sorted(p for p in input_path.rglob("*.pdf")) + + raise FileNotFoundError(f"Input path does not exist: {input_path}") diff --git a/OCR/extractor/models.py b/OCR/extractor/models.py new file mode 100644 index 0000000..b5de133 --- /dev/null +++ b/OCR/extractor/models.py @@ -0,0 +1,48 @@ +"""Engine-agnostic data model shared by every OCR engine and by `formatter.py`. + +Any OCR engine (Surya, Tesseract, a vLLM-backed model, a cloud OCR API, ...) +must translate its own native output into these two dataclasses inside its +`run()` method. Nothing downstream (formatter, pipeline) ever imports or +touches an engine-specific type - this is the single contract that makes +engines swappable. +""" + +from __future__ import annotations + +from dataclasses import dataclass, field +from typing import List + + +@dataclass +class Block: + """A single recognized content block on a page (a paragraph, heading, + table, list item, etc.) + + Attributes: + label: canonical block type, e.g. "Text", "SectionHeader", "Table", + "PageHeader", "Picture", "ListGroup". + html: recognized content as HTML (tables as `

NA2L~5^Mn-`;K!oqg2 zMOxto%y12wYfza-IdLmGWB5N<3mm`Gj+R#0Gt!_aPUznKW+MBGh1oBGkWeoUrJkP> zBy@ky0J}*02Pfu#?#DoC>t9YvHn0b!yCjK8eGaBAvllOf{uDK^t4wIh!`4 zT7eB@K|oh)QOzeSx(LB9pxERlplf-@aIG|vHYk=-h2PxamAJOx;+C2pee_GXkW!P> zY**}~3OKCJ4)JOj!Q58|JXAp!{$0icg+px#a(2jUW<9-|FsX;{Qe|%(b}E6%aq5B zrt+-cMQ1#ue6pGD0SZcE5kwn9USYsR9Q@1K>X1-mQ?OicOI*|o+t9l^!`)*%p-RxdkR;)SUy-9Jl&2YP;XW;4 zT>meS7M7(f%ZY};QL*~SKCsD78ov?`_v;hK&!r*dPZ3XNHFomsgP6f9{^y`Ng>CJF zoU6^KBT0^^9tImtm#L-#<|eS;vH#R6&<=Dz^@QZ^7~~^Bz#KBv`wt)2=Vzv|i4hK; zBu3j`5Dlz@9wFX`F!c+cH~x}QH6H^3yh#_dwBG;e(6!F00RKMs^W zuFH2ZPz}Dv5bo%BL2(SMgU*4%9;-`VVn`RU$4pq9c8Vl#(m;EkbqkQ1?cW(lUb9r)X4J7w;O?evRmkh`Cbre6bW) zOKIZGCsMIcJdp`S-)8v`XKcXqXO;+hH&q`na59;4X(V44}OMu#dDb&V>~UI4|8Kw$>HN4pEC7-QeWDE5=er4QY( ze2ObJC8WwuIqGI88)U}-tE#l{c{de1k9%3$0-t+;xSiyvd76^#rHJ*id^sTqS@j9_ zz?~8NgxM-8i8FlAG?Lhm^3idm=&nE$FFab_cp~84ryr`dQFdyqbE9{ zQcOvvzPa@kQ=seoPJM=568uX3+um*SmSq`3c%3sFI7#7mr?++AXipx#SJLa;WaRJa zTcd~>+_Xg8@QXykjNIS{oLN#tUn8(olh@qt?{+1al%*PkvUZ(}P$Xp3Z*P+Gaa=Pg z{7@&p;9;;OsgrQn6stghnLIdaIt75@ezecTA(|_m+A1Bm8X9tX*DeKywtQMEL1uw5 zCxPVQ4Gs@Ed9HtDg$>#6_QzIHazPdCP%ijao? z?jN{_Gcnn6+r(FLbe$0#O5P@rp&29Y_WbuNst1k8iD>5bV1y8TUYpVch12ROr{Vi| zj)1z}($m*~W@T6G(CM;(C6pXIt-uB2!Mzon8V6068nj!@K^GG|4Wk*f$q!InSL+ae+6B;wzKRK zWLx@&UlPC<<4kRwzeN}s1?mCH(&@+7hLwfN7k`ZT0C0C)1t+Sf@M6+kdY7g=rFR$9 zXvBTgMVS4>aZ%~8LmQE<&C}93kshpWEqF5_j2jJ=u2sZ6w9pItdjAxZY}-c^3A0_1 zI_>B~XgHOYHU{=@CJpSsQKWyT~r%J zxn=9Q(@gsrAjAIZNM7q5ZDU)D5^V2|90ZfpU_5iFa|zkh^YkF^-CO$LTAi_;*F=0i zM?Mm1j*F^U=JXA9)*q;4PU%>;q`#U%9e?oijQD9jE+M!2y~Bhm(x79pCS}*_oTowL zn1%E#$c7xCG8q%7F7wJYo4=&s<@wD4v=u@Z^57K+Ti)gCUZE+pi|>-|iRP1c5`$?V zR1$rpb9_TCx(FqU7(^4pjTj?3PQ~6_@gMJyN3Lq6oN%R=@zumT6;*ikQ5Faf=2xuX zMH3**mym$~YH^PhR_FYVzXjtEQrwcRG;aJN5+CadoYwO{yN7HaecMl!J1=YKImV1KTFXWBHO(&&-h!k?s+T+Dc~ zJ3Vn$-Wu^%-fDtgnd%uu;-Capz}mCmLiM7ZFqZ?Iq_N}p6~X4J$vbyeYT5=+c5W#_ zTkemxb5_f;ki4MBuG_!)HI-ncuhPgNASZtE7PDC_VnA~pBAW4{s4uB#+;tZ2Oimy< zaL3_PlE|+ip>6}hM#^uaHFTqxOxlAP;?^{Ofc&LY{Rzu-b4DKW#zkVPT%bf70L^Wz z{ckoJ-cgrrJ*2jjjfwrigjF~oPe>RSrPR1XJe5a-!`-3aK&v46SDAP6fV6h2*H~xH z^Li)mc#Ej04u^j*KH!wo#k_JnJcy}=``oYDz=_kjGVZf0hG5^;b588wApNPeC{Qy0 zb3$GY1lZRhq0hY4vjSdZsgO!Xk+>UNsIW}B-3BAmW$-Huav+VewiFdhi? zN)gAn$7b@vSS?Tux*+0-sfO%3pAHq-Hi@&8SGs?itGMuCXOOj^9gE~jsFam_zbM9$ z!mf1j(i;4DMM3o1j~~?kh1m@40-j9ihMG6zGd85;>D(b9pA7=R0*$WTYl_*0tOK~e zLdqf;^R)Ch^Ul`&X73!8@}xj!dI5v%a?_y=3&9{hWKd8Mq&SJZx%&p;#lB!s*DTS4 z5y&ch-MNvvUe53KXliho@;UOZxG-#AXVKid9=8CUK>PUE)0nV-}@^Zk1Qf>x&-c`%C< zL?GG33X(6y4Vu7tly%xZIL&#iZf6SPcO$s4c;y4zEtaJ_z-hCIKPg9WLaHqrZC*qK zqHN*!E|8dLpdde{dm)&e!qq&|=V@DV1GczDj;UR#SSKYhvDwPzbMz<)r$lwTkjC+= z)Sh4CeqJK-W7^g%fdwaYV*^8`%%v)eIutU%88Vo-(ZF7e^eQ@SNL2_<0`e{w&fF9Z zS!(IgNMOmt9<^#6D%QM%*8I!BMl@Z&#i%m%P2kP`)8qUI zv~z4|xcBJJo6G~aoeDjv&y8_Ji9VI4De(ib`z!%d4vXw6d`OralP2QVDv|Gc09Dyq z#K3hwG9iD}I}SRjt+qwYJTP`Zu{(pr3P6c#$bhhjLoXf zFjySUI-x9m(2Ic%w4k zrm`9vCTLrx&bV2BzDCY85%mRFdc1~J9wry)*8bkj1@5Vwnv>M6cD1(1X^S$we8CK^ zZf79xunmeaI>aBTWD{E2t3N3}o#btP`R;I9V7cxCu@>>{?-9+XzJD-^nfg~VG|3g@bF)29P4o7FyODJ3)ILoM?m^=uxF})q)~_dY_i$aZ)oI#D zmz#&VC}4=4^$-r|h61WOBIBHjcB7Z=Kzcn8vXGtUUADVan~;{}Q72!p=SB0IS5C({ z7IluOZv4T2&n*p6tvG+x_|c$9SgZfjK2(0uaTqq^S(O8@FHw?RXzj9;5rUlUu_@P} z)pZk}0=qMWN{S)!LNT63elwoGkli>{eNQFxE+~3ARlcXa!=!h8#Bi}O?l_K6z~8}J zW3dfVKqVKQuL)gTw<{xT6kXslKgjf`Qx{*SXQ0pcp4A+m*a*?Va7`w2Y z;g;T+c_*cVsTd?0JOQjdPO*fU_2>ZCr^jwX7iiEz`OiyqX0CgtiG~q#!r*Cegsm+C z0}yZArX4YRh_=}(6;vs9mqNaS>0V+ZJ?!!|Suq2m9Er~C;WIa4LxiRyK7FtTe}r}P z)j;v$MKs;Ey#ZR!F>i_+Pl4DIs8hmEZbe}6?G2LIk@H@pSVt+GK}oa+c-rc-nb!=1AZR znq@@jP!!IL3|E0?nuGu`j(&MM!Iv0^AJPQS`j+FI*>DcL#d8X~2F+wY4&~r?ux|<7}Aks#G!X)54g!1FR#0 z5k60p$KRXz_B3w>vV-A3F~LCm3EH18xja^ET5F1u6W8>&O;wTXJy48dq>1EHg-gpm zX{oRi8xhISV`)Xv9VC^YLQ!ppxd{e8WWqD03*m6nFz( z+1Y=rd<|9EA*YwujWfKC#wyBmd#bq8a}8;5U$)=H>JmmDG;G#H@;xbHwVEU=*Irf* z#T6o1yUS>xfUpsJ9q~?o-T6Osg8_gf<3{)k139@E(tgc@h#JOj~N00*x zxx-3f7!~(>8D~Oo2FO_zi!pA|a!Nz{3zxKql{;G7VQuh-ly#M*BZX{bdB1*8>j_Hd zBAb?-DGJlnwO|7B5yy)z#M{-Q$e71(bnd0EVv2HbbZ0dC@Qq>w1hqBmT~wUei9791 zZEihHbLP>e&2&6lkzRywhnW@d5=vPl_!Blef!D-ldjHH>o#-;sfcjL#_m05R4kp|< z6pn4+?fhVhU8~Str5bdji9m7!!IW>SM+zs|YaXjADcFx) zpB@)*#B&GyKiZ-tgzgilNyB=>R%K|OgbBMuXEcd>Su|gEJCCC_`4FLQC#nqg#c`p* zrGi|UO@u8dZ}>X>u1~}87FA5hTbA%)ay$_pWN-nSuA^Qu<*2IBM-wUAsbE#C6#&=H zU)C{tcb3tT)ov7$>F<+yP~hyeL&|VQbyfEoDxMe4B!%EO(K#8qpVPc8bN|j>fN32! zf`KIosxMeGzqeORA^UzF51WQ^)2~Vw2c|46ZCGY|rg#+@z8=P)E5= zq$0nEU7F%~5*vuMv4IDmkLOQe$~m9m*w0?LJfN^l>k5=Rzu(}qdpXuh%Z^RF8a@|g zlMxr{D8MALQ@fyB5le2&Kwa$cK*;|e{!1rMt-L{Xes0mm%*)=t@xpi# z1V{c+B70abWOw*aW~@19lOJbf+&yqW_Obv_t%52Eu_#*X)8oe@7B|r`>Y9`!4=lo+SbmcJ^S|VDECqF{0-$=_*3oJCYsT8W~kb zxMo9^x3_3+$rl@W95ii39BWnE25**@Y*#g7($7#i0uyniAl?bTdKH@k;-MB%jC^4{ zzP%lkrW{b_Nc;7ix7wzSg}q@0N#8h;o7&kxB&{AN7lnV(7W_5Md87vt*zEmD&Kc#P)HfpgUh@zLMIWr1y+8EtJhVs1|`a@|w}76&P-4 zWHW?WdlmZR@3;Lp6a269E@C?@Jg^*YrV|z=WfGA(of5MLJ~^8zUS9@xF~T_&8U{d z{?S*rLmb;4#h2Tel?HOXt|lL(KS-j$`DXPD1esboGPqy%G_QcU=mBUwLi4qdQ3>Fi zRrYM|Mw00MGPR*)4$79%IAWiZV6;(`s@P11fp$PEZ;0pfWR#)=qCgJsGk1;G*upac zorS>!Dr{+xgPMx7Ef=zE?OSr66O#rmmFrlQZF;rjXi*@w80}*f1-3})#P0@WW3=(T zXdx2jII{4%Er_jVFF~RtyzR>J@5&c(>)~gttw9A1CY(%aHNOefj}9cEv3=IlN_&_? zu8P~wrJ9{X)y)|9{?&m#PFwl=E}(1`LBhk)OeHg&jk>q?58NO#tn5G0cv8-1UWB@( z#7G+Qh&lDwm=3B>BK1rMuZ`RDsGa^bTHR_!Qnd{-S;>0Uus|EyNHH=YWgI?e!M@W2 zf){6)+TAToLyFk22eRqe5wyDRic<_}cZCP=fG`R|@whQuMKqO9K~@*_9Ktd{n3Enn zKKU3xzz5FFecdAG@}@@ z0Fg%xvGgS=8~Az#a%j-|H?{mo^AS`Hl~$$<_Y6)GU@Oz%8-+c3qK_cwv9~fVN>^y` z#`QG&Im`mULXQ((fYu1k@ZBUnBN_|^Y3I!vc}?$_dm1bK zE(y=hepN*uT@Qs^i^eD=ud$wxDG|j?M73kl#oS~AM)d;#?Jl2>QA#zBm#&S(ER&sn zqJ#W!OdFDrGcoW-)$*Q-LcSa-$w9%2;-A#KiHL9}>%?rPV>0PP%??h+$7!pFtT({m z?KGYS;f!L}cl?)gb{p(q>#M(N^Y65YXa-%bfBvA@rtHwQPYh3fw6n%q?ZYIVDe6-> z*6nc4|H#pVml*OEh~)~aOqe%jYGr+k%?lq6$oWUe^Y&?GlhEVnc2OYK8M>%|zE9`)n=AJ{-f= z9|uJgj@XtFg%1*7wl@4PLjrf~le$~Xu}Y|%2(0J<=`EdQu_?2O#-w@81IP@+Mimu5G``sF$JT9yBQOD&PN^e!^XRI;j5G*QQeg7Sq&li-QL9O{6F)j@b z_Pcu$#(%xKzgW8W_ANnv zALGl34N?5DvCAGt&5chJH4;iv`BpqS==JpVsB-IS}g=BTJRSMF9af(bStaP~vfn_JJ$l9#wsDNv2jg>M9jRYpOx|^sx~ubCjG3sgLrSw8o&rSv zh!fMKPO7rYI|V-vuJY%2mGwB$U0G;1gP26+_FSwg2>-+Tp8RVchimQa%8nv?(O`AX;LV``J) zQ~XJKy=sBD4hXtHzvI6Q|39DUn7*KNpwB%5_95_DNVlna&QzA<4=W|YZCX!fxU%1& z`peLSm)L8LYFRgwrkTpFUcSQ*x6Ih_k!Wu*`k0x$l zVedu^e3BF9Fj!(s5^}1Z3l!Zpo5)anj|826Ul5qQApPJPJ3>ylFk)M0bW=T?RpWLJ zu7gcs>vXD=jR5-6v{Cif$dm@!7ZK0eiRx~?prx^5PtE&GiC{hMBC-iAjLXB@+#2b7J&)o5t%Y_`z+5bNf2-%} zm`-_2mthw-Ju102LTvlFm+$&1Uc{JGfWv5|CF)ys(%*M^R=G|yhk(N=wAK!o8ZyL9 zhi?lyeNH9CcUARC2aaphw10Kq0)x7k(2^H}tw5IM8#NM0Dmff_Oi|`lvc6kR#ZG|* z1!*`)-dsZzj(Yg=6&>k{7dfEQe0+Wd9xwUi$O!1Nc)4l8OS)_KD|&nX1gf=bRnAfI zYr51f%sIm*hm{iwMEKk;NvkMv%iH2GmiX@_S1QJp-KLppy`)q*S-vk0p5*c;A7p+0 z>WP}cKyS^Fqq{=TvP>37qorQ`1^+pf%6@|xMCz*zKLJNTUk7qJJxR=zt~APJg?TR< zMikvReYUSV3qmSZtb5{J==bS|8v{4KMR<_0pm|g)4L3E~Z=y3~E*=B-b*Pl?`$$Th z&S}Z3yqEnEjTF!M;r8F0G1k|Hs2zD_C}Liz?cQyZS&4)piZQMLt8d@2iqdSxzogn6 znAT$e`y6?^2;177>v#xj@PI;YN-@otg%FR&f2qKfL8rc4VNnxk66wy)+=`X+LObY#zi<BTd#Z8vS5{Bj5_h;$j;<6IKMT!2^` zXNmQ^sp7K#SX)+btMOjyUOBQSjJ0&#?$$E#?;mq8wvqZ!iY5khyd&&BaIdDOuaA4= zx8!qHuEMKEeflIMtuw8q<(8dx#T;++Hbk+Zto>Q8*!p{LYeCwrKXLKTtJi4QJW)gN zSLo!46STHl(S?H#&UB?rv^71Rg};85NBR(Fqf~tL2V=O21$VhyU1S}z%OtQcnkH0{ z=1pcDx+7Jo%HM?-8SEv~t9-NL_{y#*2Uh<=1XTtCN_tmmv3w_9{)MCGJ6|+XQ>)Q7s@|8rgTHUqS%aZ0bIAAAM32hur1O#5M>c3K}?vq+B z`BbxDKxyyCD0x2rBm!8|)4iiOb1eJ=DCpO=X=xhya$St6!$>C$7{OL)F2>oqjCTzwg^&ESPSixiDvSDt!8Z`| z48A(^Hks%Gq1?UzSiPuB2WYQkIy!liT2TfxEt-}k`ppEcqu{@90tOc+Yu3G&4%40# zTbjX2y1>TFMzzr|41X=SK|mi$tfD`_W(h@lTant=F2oi|UoSJ{d6!pd>h*44T^%{* zy4S0Vp}}TMx^o!dA{02!GSkZ}c`vc!ioG(DDbOhm`g9=^(W`CrNJ>M37y+|QmXe?N z=GRq#Zx}xWz-es2h(LBA@|~SbPja+OC3(zJ#!)G$;Gy3NR}nI$I;LgtSyTAq#piIO z8_y=8puDkMOuQ$eI`Xcpp`IN~>x7iR3;AC8q)raxlkPoqg^=UpR^=>hh~-@_%Al%@ zz{02Cy50#Z1wWg?M$jAap=>QN9$=t*BI8SDoGCPl%}gD8xgxW2rUTrjjD-IDPMiRk zsy;E^eHATnFCi@hVWR##O(|M|Q8e|qAF{?c}*XP%!f z%Q{Or3Mc0~pJN$!1yTx()s+t#JVf;y-v4*yO%LyI{FcxOk{q46{tZ`_#3K*>>`!s4 zh_z50QmY*0MTAu6P>(&Em+oa;x|8ikI-jRk#Vx`t<~!|Zg>v+-O#79tu8aq3Nk)4z#BlT`;l8?9WWil`Bf<>p4{ICH+UoD4U*O2WOnMme3fwHPIvh*`rEinHyp~!Uz zt@793&@_E}U3{%Me{t*@5EZF9WoiCz0K2~Tqb~*?p2ZIf;8*;Y@7hO-DV;kN!z)&x zp6WNlEW2X4@ev%RECgDS>@8-oyHH1MtBnJ}{NNphTrZT38;v_i?#gofBi!TZhKorJ zkC%Po^BXr>%2*0DTiAy!5{?SYuFN2<4JR=}aS`93DT!|wJ1)%};`b}nAh{s#XjC&C zU2LKv7aRJzc+Q}?rvEl%cUR?hcC&i)zmqXH7DkA-K(4<($B#=cI^;%O ztQ)xERoIW~H?P+qsE#pxpuovW|K2D|5j$%o$Fc&3o@z1wE0lRZ*-L0mrDZi6F5R|S zH6ea|^8^d~|G>~Y^@aeR$(q3UaE~0sJL`n@#qO7j`k1?Qdhcusn8cKgf^0m9r6scZ z4L#6RxX7qN136uzs_)Q ziw2rNU+0{yxSUTr&$NC(UNP&Og8DNV1oVm-gs{!gXf~+8Ys!u9KF08%6`~UE|8u6i z5i)|N3ClSe%xVIWFmmJ#kNF(9ZMHOja!^?ATAvX7zPfsE z?BbX{%@7(sqd;Pc&LZ#TSRGq+^0E|q$4UsUGz>?=N|T>>c=jjI9OCd6K3$F7RKWz$ z{yX$-p(8aycF%&PVrb*K5a)Xs#hdzJ^gVkuhJ*Ov1Xk6Q*ynBJS$RE1T{7N06>7^y zEhLoE$u_h1ZQh7{OGKtBJ{`$5bhQdk$ozo!bX00mJu@Wtx>RBDUh=o0bcUSV1{77X z0G8By6l5-$;CHIe&W(y=>RW8zR`9}}oRoRW0skc`F@efY4-Z>*tP2f&Y_s)$)P+Pq z?8*oePx~8y;k1e~sPx3k&6*dY<$J83iJcA83%X&=9A<(Mc*iEAFBEpq*kFwR&#t>LpYd zoi4F9WNjbJpg|u1$()h)^XInb5PkUwi?`u&0`-p=xu=xZfsr5v&w9E$kDH{iiRyi* zl4<^-f1038!%zUJzMveap>U@LYv(5T6KrwqB#y*Y|Go@veDYD_+!`uG-+jp9skUc9 z@xxA?{o^ZMK7i*BB04TKr2t7z{ zbO5|3m8dHM$IBcRKfhD2`JKqhBZH`IBCFW0q(haB9KPo=8hYHk$g409F}oJXgHjw*Ci0%92?*Nc%xj1HzCY|GHX!56niT#T$shu)ZeyQ7@-ppEJv6kJd+E6jl|E89{e2nH=#^L z!}-Rr;W(eQBXLzKe`_!*>n}7ICZew{6Ab=V9>( zhu#~JauorXQ=_Lvrll;Ar77fzP489yn{aB~4vdt{{j>-ChmcqSi+kooVCBKAI99Im zr9xVVdK=Z2Af;+lBgYVqkQaPq`dXSrE}VgOpQS8@J;lO~#_h!U`T3I6wI|=y8JrzVsH`B3Vx449Gd46%C*)Fv!FsGGL3v5Ek#jH6^EZvAl!0|@4K{W{uxB=!N0{_n$^oEmJ%gYjB1J}1SuJs_EKsZubyhJ|Io-9GL% zZGnW@yee2#ScWID|jU(;F5c;~NKNWU4%7B?0H2%L~>I3WVT z1ILS#gMv3Xj9pQp3fSIp27T-vd(N->j!-@Dx=T|h7X_QWkJ2q(i*(Yx1Fw%U^3FMo037xItQ;9gi@N7q z$H?JyNenjG3}m;#rYPX#D!FMMijLiA2=tm$R=s5H-jmb}?T3wJ z^GBJ6$Ww8z$EulY$=*w5#E1|)w2>@f_6bmYsNhDp!PGk4AoAgb{65M$cE&S!SJ>e6 z)%P(PYMoH6-t8XXJC7%NY+;Y(F7~jtc++`|2!YrC#HI7CJ^Jf zT3&^`729CWt6{vHyBy?bTi)Hl3LkL`g~o`WWs|*YZ@QGi!Y%8rQW+C~``hfR_%GN} zrHqqgA(Xk8p^6w%xCskq*qdGX*~GIQ- zTy#E$k8_yzC^`*9tW4|i<$UCKyDmFS(*%iYJa>ji>>CTZ4_C>!g04yAs2lnq(p}e< zgc!Y$YQA2H2o?sci%hv=c3ywNtC+Em$jshSP@TKn`i?QP;+9JH%?kR7?(eDQ4JC-0 zu3)XxRMg`V{+Db`w=E?|CyF%e(jzUiqbI55)P|O0N)-yyz^^tYWd=mjV?<=0`M-Fi<%hj zcCnD`_QP(E zf-=A;fxJP09GzD|%>Q!ZAR1CrDtwO@b&bDZCKQf18S<*4`tnV^FZI@n+b)Dh`KB8DeW_nJ|m z+GYOu7_}5du=SXLTG>0*aYC%cW)mgOQ`ghgIGM7fo?HYQ1m1i&f)hR)`Ok*DKpv~l zknE0y?A~0dWf7a4ljs5g2`VV!X^3(~H07S6FY)?E%E`keG%bEf6$RARw|&$k zz3Y!Yry3mINfEepCczU209fo&rCg8Y93*0f2BvbV+@o=5cUg?S!FVkuFLCF@S1+G0 zOeN3obLjLm+=v~SY)4MO9+F@&&N&zCdWjk8X!nD?a*BSl!ja_&0cc5ief^IwN9DaJ zM?laQ^Jbg)1mW8#r*IleKq@BCjs368n^}pvNX0?E@*A8&0oFwTw&D4ijKJh4B`3NUGYAITB=J>}oQEZR6Fhu|n<~&eu7tQZMs@->V+2(^-2w zXqIP!o*NtkT`ZlT+N1&smc10vsx=F_uc1v+j&^nrz^VaXBfKic^h8M3_b>v&s>$&k z;!x=zAiGgdBUE`LA0q-!sj5-xZ4%}rmS?@P1Xk7CAoLIbU}4$s%|MPrxFp6@T2bNw`1qcXd|p91V# zMfBiE#J#yWJCJYn_FU#%{f-`wdR~=XFKeZtU~Iz~&E=)fh^L(Yf?rD}tNHJY^8 z3ZL^had$x==tG?iU-zdyOhx`uX1!3X%x+x)(ZAYq7mO{bNSGuy$N1s>zV9A25%|st; zQo$)WNtFC{w%(%{T&d##69-Kp^aTaDC`fKzO2Jc(DUS#>n1Tb?SB+U~;!NbB>hse( z4&|z1d}A<{vkjl_xSdM{Cj%k|V$0jm&Ogy&VWVIVk7%kaI=4ZsSFT%;Lr+3n{Ip8d z`nXNKBR+{C`&S|ZrmaB%b$GRzZO~J_%Q)UoHh?1`g@HY#12xQ7AY>H;368i;Pe34vn});!PEYndS_dM^AAT~X>H6=pNRG8woIh*I-WrCb*NWjSuv(7 zmj8Z8hx}|WoX8;I@`BPXhxy`P14cK+dWR{uj6o|GOqneb6cNdsdUQ)>nAU&|jHvWD zk6jZ>yXrZ5A6}Eiy-S zXo`q5$Tod5t&bhlHqZ<0RlL8;aG%^yS5G`AYp0s)8X)6Jd)@3DniCr)fa%Aw#Yvv? z?Ui~Hv}FFANZGpa)eiCUYoUE5d0!i0a0J+~4YS!&Jv08^Ba;E)cZZV&&$qvxq$B6B z+WUfHfR)Uta`*??9w?9U19XdhybQ=87iC6!d|98!<`4jcm=1%DbP}SV`+294^CxuKF@@_i}z~A{l z->P&s%Be~_*pp?X(i`P)S3dR-dRNnr!0dl6pm}ncyG}!aCbQ`vy^CS=|4iRRJI_QzmvgZ{eqTBk9kblTTa&6P1~=x;3w_l= zDTH@Oxt13j4KtVbF;W%m26>5J`#^UuN=(z+{%~8d&?&{f#v!prO(;eccwvZ=?1%?~ z)4dgZbUEVgJss9+(C{6P@pLIME`*hu^A}*4EvN2JO}~{jA4#0HX-XQqtnC}OC1=nE zg543HD@c}Q7nl26Ax88gX$uLd4b^hm36?*jsM|9hY4Bwr>;|;VcqLHOa|B0O8uuUL zNfCW1OPiT)94AIenYo{y7NV($RUCsYGS_6#Py`{rLw9M*dGzxZb;zpX&QG|L+P`0S zc~;IX1*|L$(A69e@K3pmS>yKB-Y=n*fb_$?c4{)dW!{OyLV^4t5yEJjYdC)$Oes$a z>W%^BNFXKC)MAo}xAzyMx^^3YIl_Bmu^V$_X!a;O=u@|q3A3=0TGSD$_tfi1G8gxX|fVR~?5w>^v5_ zeDL>?hpCsrY(w(IiQ|)ayN`k^-^{?^KM-KQqjM9S#JR#G!c@}vDB^3}F|C1^qT|L( zQ;!J`3AV{?|2$4khl^tTcemr(ZyYBb=me9rIFR{X(QWG`nqRj-2}DFyW3nyp-RguE(Z8VEUSUppDA7a3 zv@OyPmjr_%JTtW*A~kM|`7=M$@hbQKM#uc|bK!I~yp;?)%6@ z2-P?&1MQvadOt>w+zIv&i8_@`=Y%5@SQ`jS* zF-iJLA5-c2!&|e@MP&41^cQV|g=|^@3DlbPn6n8W|HIkqdqDSop^997W1fm|^G@?4 z8;u{rx>+||UmGg|G@!=mRm0wp<@-1uIMr-{925S4PRqF1=Ne;c+0=^;vf{F+FDXoy zPbomK%Cb+Sv=C~fss@XQu|HoTo7d>)OflDwDd=cfR(;I8pnlH4XBs$ z1z6^kOrHDsU%ri^>LG8>SK!y1m9#vWy(LgSG%zygB&+$$jYW_}{KLdkqk&GRF7-S4 z0sx0GB2+EAR`94C@PzZxN~DY^FlQPoHhS`k$oT1zf`gK^kc{&};Gjc8TJ(D7PJ#j_ zL6+TF@!9jj*I)5$@q0EBvN9{W^(|{V$6m6@+0?$lpuvJ{CEg9rklYc zL`vE^e)HItfzAsZEkAp^TyjkH&NjOSLstHL0u2iZ$OG*CG~PIj23X1xb@;?WSt=D~ zB-#~ctycdR8bA=s3R_+i9WsNMNKSAddw^24F>4^@s&}9UCro$srG<4eSR`e#Vv?NJ z6W4=PNYQem0pt|1mG6y3>ZhcpYLuISSOk?;qV*SDY`*(mSrs3>&yI&myM|G3nimgJ zaa;bOxVJxEK?O%QdG8jM;_>{{c4`zl+1Bfy9wI_lJ3HWOTGfiRcWNM+dLz@AdnUKu z+m=>jkjOOMk;e1V8PK;6wUg6Pd4waM%lr#4JgTJ3>i4fvu`8Sv;dQ3m1ceco-@riD z?P#dIXwYQK8kl=*=_GbVdZ92V@z6VaUdivp^na8sKpxtkB1ul0NP`S_Jk_cpXJ^&? zRIsvLL5Qtz+C`+KFGo?8;LtcnGHGOcnUL;rv1VVZ3JW||cSRCh_8<{ppL7HuO1$nu znrlfy?bW&uZ2u*;)Sbx7{EeI|63FcGy_x+O02e~^0A9bXbLD$gezad|Z-a)Uu%!@4 zuT;44bNSrftY!m%LM|&tAjcytqBT?>tNI`4n5;OhKEFfweTe6j&QcIvL^5YVE1-1R z;RZTRC;dG%DrgxOk3oC9vC)UnZyVE={mo>Y*u;HvRY3bl<+mpUhPZpDhl6qgWQ*pvsg zp4TAuGvXTvj+*Y9a;^}v#hL1eQuB5+kY)opamdSA^Ac3Gz6 zAXxR;3(bqya6*S*u%>`#8(8%k54pQOfm?5e4 zxzXiJ9b>PI?vmHhbYJZ*^=R6Cwt5)~hlOqzg^8C26Gynj88b-w(%GjR>u8hA=YC2D=xycYm z^xO=TuT}NS?k~)smvv1vAo02~6o>6WKe|!mR3z&{Jvh)LZ_-ybbMjZfok2JNZm$Fs zf_gYbE)Qu>MyElUlm_E18UfG zQIy8I_aHlTx<1Ku_jKH#*|6IaG;b2_qHoD2E=ngO=}FlE7t~C&`*RE{2lv6&-HvX_ zgX4R0P62P~6K}CDOlTH6e8wSz-omGr0Kui4j{p0gqSOBV489Crwn1@?&(s{N6*jmb zc)}cXZ&Jk!EG3iB2bRB92gB{)3&dFv+AFp;)c)uCZKLA}uJ)-2V-rueJwwO+G1Gt|kG;t*f{ zYg3zXcGpo|{5x#$I<-y8Oiw=h*ybZH|IW1IWjBrDq6Q&?VO`Rjilp*a~sA@djo0B@vhsHkX~soTQhaa zKPB4~G|S9D()BHCE1VEfp}|ZE=YCZXPu!prbkOD;@Xc!QSIkU}YzMHYl<*jbW!Ytc zdm9)iE`I8h2slz2LKu(QSsx+v`KN71gu1H)6b6p*Y_U9QCv3XHrEJhtULtm&tGq2_m9NEb|CU#@gI8(=fGh z)CKNxuOD)PBBshz$G}lZ*Gh{8Mwb*h(}`7?Rh?+CfMzQBLi8dMpZ+i=MK?jfYY4<~ z-AeAvKWSuct%RE^tt;ExTfXZ5G-JP2ztv^6o{;@&8oDI19bd4G1SPJGZO7Egw>J4g zw=fMa8^(~<-x62&Q?F$a-Bz{!Kmzctc5>*qJ!d{#Q8!w7*qtb1B6liY2HguuUm?e< zQ}8eI#>nrQLB#Tw5{Q5EXBx~U2NtjpQqy;l1TF?)!$LNVl@P~q!$ZNb3)6mns zsN%w9>a2NS8QAI^#cH34EwytyBiZ_aMt^fOsUalSs&WKHe@(RzjKh)iW-WZXH61z} zmkszYya)!jct?V;FeXjg+9C$_)aW2}4DqJ81ivL=5 z6dL1pNxyjT`jaaQiXBGwh4zXB{EL$pVK#9vKpxJlD>KtIc8;o0+BeQ(dzxDN#$8;Z zhGn*6_|LZ0*pt?$@{kECnk(qoNFW&x^}UBKYC}WNv`>5Lg#To0Uc%lw3XuL~r@!;o zPUFO=LZqczZY?wNvxU_ZU52NHu*h) zTZDv|tZSljT*Sh-^b;~ZRdi=I9 zsc?flOhB@aG3m~_;A5X}eW`jt1`DJhxY;0oRCC^Ye-tR}$;5w#b=#NF+^{q@cKeU#w}JZU^TM>LdOjL8$@3;~=VAQl*B9D7uT-{iyaR&vfR(3M+8b zmRa1Bp3>3dY!W$Cd{YK=tTH614!?*is_yhDaqqvQ8*;Fs%B&ctpJjbo85I5TYV5+K}O#`zR*=Z*cS+i3}xx6E$ z-bT}jG)h4U4w81YnUSEJ!eK8r(&mGYgS{qUGZ8C$vT_A6<&GSVBk=(;)%2?Byne!s z#Y2VPQzdS+Igleq=VI}}SZNNY(}E{O`U(A(HDHqu2iG8^#pjz8+}szz0#bqm3^P%| z%%eXSjz0+o4ShjHIh}MdH*-1)1^+2e-9IhcE$#e)**6A)+1lghQx5%7w&?}khir#i z`&m_UKBvzFB08}EIQlN>uiTX`Uvp1``KfBqkCP2Udy zk+Z7%3XGGhi6zmE*0MR$X3ibDA=5uOf;e=k-~tJQn+X5-BorT!Cj^I4au_YVt2JQw zI2i~D*4u#bf7&gW!Ecwq_~qX#^1~DP{!ct+?u&I|+Ka^s?#7`l9mo$NVK{qBDTgm>D08613)Q_{^4?4N}GK8{eQI5bBEnhGog?A6QLraJw-| z<76_gaofMMl6;?nb;Otxr)4kPpq6f$q6ssmRjdQ>1)NR+&U$Ufp~b?W`gRb7OFZrI zVlWseuSIylOiXzhFGwT!67n!X&{qH3I#$T5-w}Vmz`w$#PPQW{;2HVY(kB>RF#o-g zr)pKQaL1sth{pogL(#^KTol5W!`xED5OKTTZ<5IeiUzfaXyhS^4?>yht{Y}Mmpq^2 z)7TL?7#lpcj@7v3s?|pumTHXiM%mY1ZZIK&Z&-rMzdH(s`SV|0>hS4;=vVQMf15Z& z`0t)AFBVA1H{q_osoy#JuHd?9Bw-f7{!oqbiH{YhBjy>4)2e5@Lk_qS&L2(%a@dQ}CA^ea=OH;QAc7Tx(}-uIR*V#yPfYCV;-qsvZTjj=5D#OX zQo6KzANoXme~7ts`a5p{ww|OLYjv^M3TT-qhW4Eu*!wk)Xuiw|r;z>SkegM}EnK7> zsM!Li&&xF3tu z5{5P@aic!MF(n^*jT}dNH;RY*b@43Cnx%mET-1k8I$|K0Sp@7@cf(l*{y;f^+t7U` z1NDxJsaXsI^3O`b8H^>A!R)mn?a#o3dm3Jn6z;Yvb?(@w;T>gI(~NLHe_Ejjtf1#5 z1o34`weI}L#~S^gHEuwXtYc_qhl4P#^2aRl(BS+B#R$2)63IZLE}A^BB?ymY`lM z0~gNzJoFY%+Q`e+td95b#&92Ih3ulUW zeKP3aA{q}BU2{`4!o$Errr8Q)%FFhC&ZfWm4wBBf4NSISyyl@}YwoP-e`}?yl-J%Q z0``d#e2VxD_r$=uBY>=v(_x~)abJA!JwK{3+dKLiHA+p3FDb;EJH2Q~d55mUJ}4BO ztWUUWOdXf?VCUS$mjIW;Q4K~MX=*&Qr4%?>IN(Ns%a0W-S}jLB={zGWy~Pegk_5!3 z#663-paL#eQtKi)!h+~r)dI_l%-8NEJ@?_ih0uMVmQbATue6W5S$b60Ks1SU-)`{?5&>d5$hZA0vG z#$lGby;sM~I0%KtS<+nqC&Q;)%xfMw58bzKGQ(S;K6(O+TK(tG-b}#5A}F?+k-_57 z{*;LU6Y*m^hh_i9b04=HOC%je zjS=~h_w2BnAAk`JFr$>EREPjR!I1(=0+S)Z4fyo?7|AC?%?N^Fpd{bJE@XBJqn(obwD?Q-%p-5U}}0q_ly8L=yZfswWoD^|M64@w~VxNc`>K`=GqE^X*ah3ndL^XA*CWP z&BPA-x$7r3 zo72YXOVB?Vp?@gvl6=wYT!f7HjA(EmHVr;GEl#?^8ImjoJO%80%2+g)zmJvE$Y~%& zL%dE(fmfobHZ_=jW{EcX=I-mp1_Kqhk&*9)`jiRrTG@4;V0`jvxnv&&!)56#iSn3u zXm16>a;S3;*}C;>LK7p^2E{e4(VUfFrU5M8>Q1HQ9kVs90aaBwPbw+$xX|V0{5-4(YuzjJSF*`9s11*`|TTJDXR6 zK%S}&8XB0s0!!bdHTJbiv8E-i*C|N5W20^V6!A2%oF5d4BzL(?C@3ymXhV=%IzU7{ z>}>P)NpufonoHT*af^6W>LkMqu& z7wLYJAI%cP?s$gSL`>SGDvE(o4@Rl1@M=mFGj{?keY$ayKRz3qCMYF^5j8@^lS?#D zfioO<|2b+4fZiF+WoavGO+_j;{*Y)(-->e%5Tvuw?eo)cn;@7-gs(KO(4FA%9EZE{ zK2-n3KxVe&fhR2@Y$0aS%aM|Fpn=bmWDUAS|A&je@8bx`Ml^@w{5u5;HMS;^uROX} zcI5z(48xNukX5{A)+o!<{CCLk?`m}XR6wh_7`LuDU@IU{ocFRhSSm=WyVEm83b@p|(jb@4 z9n&}*oqI2eYtc}?z|G6|oHQ-bCz%$HMWC3j&I98F>@YYnN#QxCSBkb46xvxRW>#zy zLoLem?IGuBAfAswjsKtI}!xvAMtoJ}y&NW*ni|6>QBR=UzWMd3+mIH%T>Nn%w z`Bu7a++you)l61+?IcW4z(7GCBjF#qm2XXiXZ#^nVDI0dY?h>U###u>khgSem=Rl# zu`coM``)Lj(tM>KPFR+0I*bNfa*n6BXF|Da>zjT#>^C=t;CdUMBjUuPlj7W@n4O@< zx-jrM6OZT0!r%cq9YOh9Xz6PJfx|Ei)%aRd`5h02tMFX$B^Mn=`7a<1i~ueAj=k<$ z-w}|2dwx~)Wppx6f$5%HwSkSBv6LzGT5w^?6X5&Z=mw<*btT`{q4?r|GjkZM9K4bL z5~H6YiUBMI*Rqv(1)XDqj#X8Uv)d>u_gFp}KP~~~Dl`^P@58gZo}yn)1p{P*L_>VP zk$R^}xvfc3SG%l|wNwn4pBKZ!&^87fTQq>m%zfFV_@S6XVGEK> zB8~(aiv;b)Wr@oit`B5&XB67P__sawi zIQhkCOD!%fdbtI+Dbn!m{3qO#9RO5i<*#eOB$7Z! zbt{EK;EY>57EOLEXC-@|g2t^MsuJm#^5edU#~sk{Aa!`o9GUoNuK99$W5vQG)Gxw( z*T1{G_OiG*;$>wYo6#{0V9=2wN?R+8Wr0j#P)WVQ>v5q$t6$~oK5FC@ ze3^cqv+)Q{jYxM8?6wMv8Ka+nPFUD6IQqI5?Yaw*gZo%Xd*uJ7wV)fS$x?t-{FuDhgwLgilmZWw*@h zfXj`-BDS>==b3ZJJ@cgIsxtCL{+`mUpQvH%*RTf z0RJe@^aG`WdHn310KmFY#L941Hi&&T@luSlVs>>o)P#S0E~fAGLvU$k+% z-m<=kNQq#V-N+BBr9(`~x&(wMMn&viRk(zpbldPSQ?bm4A)I42jELHn_PMOYzOiBr zZS=nWorE2>$k=8GE}D0e7B=1@m!=V!PhAr$3xA#equ&lFpKV6$O9?ZhKyv^8T-jtWTob|983ilSCfrb1uPbd zaU*dZHjn)MGh*Gsf*#c~{=%0t47XK&u0yQo3g8O7>b7>=GGf83fOm}R`PICpfvCPT zx12V?n|RN)9ebLqzEl$Aki(#F;lfnmsDCJ8Q%F4}j)- z`?)=}Aaq(k3g7i5iuc)t;-a~9%t)Yrl0~w0pF`Vhc~SD!Y~}HnC7q$Tg|lW8De&rZ z_p_MDV(wTTfQ49Tv9JMat$spwT}rEcD9!Rj*g=t{F1@fz%C-O9nJzJHC%(aSZ=152$77LxOJnS` z0%=_8b>4;<{0s9bv|Hn665uEJoKTFD%>ERJ^oaElavGrFJqsY?Ej^+ZXw>aN&f>%e zlZUMAqW00ru-$B$Jy7YAHY)MMYe4#^q+v-l##wBCHm%Z%-F)@<6iXMBtO5|dTx7e6 z3X$%v`hV5f;X@T2I8Nc0w>Zi?{hzlYN+qCqGx}}3CG2rjfN8y z?3Q@6|8f_saJ9#`j^1UYK}Hl>v>K`AJ`&3D>3Irh$k_Lwb1$#v6$b;35A1ubf{7rE zo{#>r^W&d0x`tp3z}1irPuL!1PtZ5yA^d0t@K9-9GUv7vGv&wpO`4;snD(542s6wM zJzI(wacy{YpOl^%JLH&g8l8XMP6>vpxEepwpVd{($8(^m>_Ne4Ez|=E1%Z!4M-F6H z)7Q#BF4WzJ+SY)t9jMlBB#z@NfC>DPuI6$AierzNGY@*tOH{@l>%(NISX%s~q6H%K z4g;+?9a5}R?ZJCh9Mv}_c1;K^T8^ef$mdjaku?m|(#fMVIOk(dwoWFeJLY4grY0#N(GiMQ$U$yBe z^V~k%;Kfur!9j`o-Eq{yrQQAspQrmIkR?`GzbJhqk&HE()#mnOlXVJ+lzjS#4%C1@ zRzSv%>L$><&V>&cgy?AZY%?N<`r=UKyK;s9LQz&u7<`nV!?@@2Hiy8?(b~hyTlK*t zkuwQKygH#iSb{-Mu8TU3V1)mSgKci((ZKcaOdq=@sl z^%kzas`K5YJG*&i%XC)jgPxK;;AS0C`zD*&6!pS2Z1amS8d~Y*u__pfnv@CE_iL4o zOCyUyw@>AAbilcdHa_}-#xNP^CfFzA zf-7f43yK$jle9Z_%5I5PNHXa2^Imq)7r~@y%cMA)`BoaMNW*W5DE|p2@g@792~m0M zNC$52fs+^UQ1Q{%(kG(tgXJAhB&&ZH!Ekg>7%mu%XeMPbY zLLwY${OG-7uPB^4hS=z$bPn?-d0GwX!6b1F_#{*|c`E|F{?jIwJm+lRxn4OGFUzm> z9}bO^(=XWDe}dlmGH>*Z7Uc;^ub??vIhoov-)M@_z@vq9SlN()k(#bpoYd8H&+vCF zy5zi)XB!MGw6xy(_ER2Rga~?WSWB-KPw@405Dkuy8l~28F}=Q}I?fmd%-lscTKIx! zla|X3bav zJx5*Xy6;$F@gFE3>_FbJsitv=EK4?(Ao_#zhN0)qdeD?);YKGnBXPVDkM;}|@GyhB zToC_rtS0ke_VZ$(Jzf43z#)EIVsC{Cui3-e0FIRuCPkSX)4$#kN}waXMUh8?GD&)J z9z+dz+g3f?jBgD8Fy4Pd=WMAB_7+Qk&_+kcn!F3k?xz(VeMy-ex)9*wNMbCE3D-TP z5f;gjj=1Y6x5axQwa0Y>42JXL>rUZ>m{+ zViRfRlYwdpfvAUb?ZV23S}|k%LzQ%q!pf<(uzTl8-mYrKnui3+R&Pvp=E(&P;7XFS ztM=ztsCJqFEYwZfZ_cdl+F|^AmKi-^>FANV~>sb^z(v9^HZ6i6$$Nn zA_;o4q4+Ob=>Oqn1^$|(nR9yfqg>SmudaTKXudi@ zUaM4#*kc}A13YarB>4MLgkJaakq}BdW*s>sC_g(ckh=`-gDqg`9s+!ljGl4f$Rh4( zU=n@=9XT%;P{i@pXocVd*}H+HoQ8Lkz0RuqHsP!mQeMsG^{llcPQ})>}1VzVqJ4;mz`$7bRSjyXCZlJLs`XY$R;UA!WaNk2Ds$ZnUVWUm-dx?^Zbbe ztn6d29`8J4SKL%<2>{Vbhd3~!Ph#M%s&^uZ7fRCb4Aj?!?-inKN6I}ja_GZ2_zsOe@n!;=o8Ai zn;(S_!d9x+Ij%q8b1$xgGL_0^8-uMey_@1y>*9VD{SyB1<8&P}hW5&Y ze1u@pca@fzfo-f8?P>OhU;D2n$UsEI16uLzKd&i@pU4{u_`t42!x>#Jr1rW?{gUaA zw>Z>Bm#N+?G$8PtU*AYQ$UNlc%*PFfj>J0^81=c#AmWLs zp*-HGgPD|B2b~P(g&V&YmsL6br|L&ci~vBWC;G3BLsd5v?Af0%`s7iH6&q42%^X<;Hb0}y` zbPVlxS^$Kz?l%(9b?L$)2Q3C_K9R$LPq${F!BUUO#;Y%X8S;A=(2$;x!^QFDVJ8~j z7Q>51-%oWtgYL5k%kHt3ixd%xp8;R^Bk^K96Aml??_!U@p1iL3Y2>^+w*tH+XYL>l zm<0#fm{34gzM9>OKxX}(VK%T-YPdn}wc_0?<-S{m@LJ-iQ7t3Kzm`JSt@F+QzB!}i zP+ghl<>DQ)uB(2>p$gJc!5PpfM4m6(z(FAc=lx9fCGpuc5OV3gr@2fDZ?fo=nMM>*{Z?i>Pzxw_)MC3M4eNRC{3`f$F^I=R!g?61LsKJ)k;NdB2X z)&-QdrRC9y@V3~w%=BnW7ifs7o2fP7jtr*lCsMZF97aDDn!p#(fMFg1O#_oLF21!# z-Jq?0TEh9J@Uu#pJtZgt3t?gLZ2Z(mMbm>!t|H}Da?v2lHjvs7y{Ha<>!O?_AjZj8$li=DjLnpf8OjBc_pjx>C?ka#vBJ^FCtudhM zgQ;G7(F3!YZRVOGcI$ZbMqF zKwjBFMtt`jWi-xazz}66h=V3Ct7N)9V7q|~hehLDSZmW7nhhoQ4LE)QNaj|Ss%!W~ z(w(0xkXv3m-50H{e5_vvx5Fjhvl1sRLXJXdL(9>cle@cvLAx<{|0oX{=44k*ww#vB zWmDzAu+lJuqP(Ty_ChX$CRF?pj!FhCs-~^6up{l8R35Smsh*;)ilg&{H($DD!##V? zVJWHh!6KupWs#a}&wNf~v>%aoY%*j>uaWGsXO)(=h<=pQ(9^dNman zI?~8!Q|`E+90|=5KI|}Ua~QN}ZAW&~;BqM8XQ37g=b}YV+QRu!1}r75vqd|cW`G4C z&XCz-e)};dW0sT2(5)3=2lfW@R~3#T$!cqPFl0rDX;9c2b6p5RO`j(t4^{K&mXrL% zFoB+5LdkbNnqiu-lJ$Y_Z}rewPDgmV1}F}Kz4#U}Ct~HXk`)u@iXnj{lV0oN+m>a+ zOXHFTETU)Z`aimv4jp=c$zjl)K;8M@ADS@*N1V~00mMpDX(rbz?uOh$N^0HX@6DSU zm+*A(8+fI|xc&fwe@3#r%>I+S>9k^B2!*3R?ZRFQOlZ*b2?F$+_da)4vwU%C^lQ5&aX?z?Lb}A@dMq!+&mH|p3V3XPw(lV2^ves@0@)5!ln~iQ$iV7d3r~Fg^>=bo^q$nwl?I(>-`}Ta=mnsc`ck$m9N8PmY7ho9 zB8@I|_|4MQ@XU>UK4EduU*akQB4h#|Fn0WI*RlN{4H?^6=#`%&?*$_uIkNAskXoEW zn+te5Fzx27J=fpv!jMuGi05pSLX*A+$8d|6V1W6UQ#I$cdX&#{6C}R@pbNe4+{0zb z-WGTwYg*|*5Sd+RRnDjZLWK>$@EQ%j>NHeID)^u3Lw#s&&a3ci#qBeoKryvhH6)zV zGV9x=__m-RF=F?>%bcJ{8jU9Ih=1I32>2tvNTL{|qXW%6SnqIA_gDf#HaGqZ#ngXQ zg^3q2SLsL&oRds>(e)Q4gW&7wTAl4MI2LxIjG*EHg%5K5Dd`AeF~Ua8i=?TmRwiTs2Lw~4T#e8jdK{1 zv=%RKnE8Bq;$|%O=rddF{p(!Mzk3m?it==0y^#XO>Ldf+nI#~?zx#zm$DQ@c4(`8S zaVXN_jBFOGk!x+}=JpZzs1Zs}*!)Z4WiCPZzJ!_rarkL@f=y-98LFHCLfGKE%D6)1dwZ8z859VCa`Vw~kiH+|tZ9qqrfa zD=$MOtMMA0PGsF(m4I4wmdf5j$8KLh?8o^0=e%GXEt(RiV0l~+X2lT*{Vq4K!9JV# z2BFSN4=g}!EEx+C(h7Z^Tq9EU3#lS;UEr(YJ}otojFq>hZ*i_=M39QOfZ9emfSni# zzD=k`WGrlSrb%?u9SALQ!%P9wp43eKtc#mXtr1^Yy!=Jxaa|Gr5b(C3!C~mHU0bpn zfM3|@gZG=XOoPD^awvVbU6xSXcxHr8(v^U%!iOo3uNbuMEBg0+fyMx_$GVguUs`Y% zt5Yo@yAmDQrN}$0QWOS`8`+Y~1=O9Y*SH`vaF9GZP}Pms?i}=Dch8If_}fmI%(ABP zSNI{x<6rx*RnbmEl%C(xYnQ9ka#GS)Gsb1-kuc2uMkI~cZeB#d-D|B9tw~=UE8!+U8bxP5qa$EJ#f9 zB2vUR6}VA$$c7epUycibU^RG42I<}0{D1VZB~uzUqKS_t+2QbyvCOCdT zK?jQPV|O2bS`mYs^qAsZ4zwzyVOZEb^#6hM4qjdn{j-^ymm?D}i)dLucNJ1=duVn4_$4xQ zcfCN;Llp*n9gccQJaMgTTor1o2Hfxrc06kpq~W!l3JdBX?z*mSj-G_)sjvyGGc;Wc zH(8qgb?2FTMaxFqwrc{P&~|4zi8d6WU&Z~=%`L{0e^-GIjirO%26fx#X*u@lVYta% zy1%3T2V2e)WQ+EjT}MA6>FG|`aX2yJjR-iYPKL2Yn8fFEFwM#S+j#fEdr#XXQ9Do}K>zB4 zVL%SNGc#S{-j#!ma9HG;*%oHaoc&|>t>PLvR@LvcD`GF0MO{q@n%=sE&4^Xxe>|1Q zV$q)io1l{VeP2sKI}l0H*Jp`U z8mwU2p--VMf{Y>rQIR}Qn0(>5h%?=pFwCiV$# z=jk`*t; z(SbgpAuRWHYj1l#f+4Au*Gmu3_(1s5S?cH3Ec#OpQ-=bHX{`zVvzn_B>GkZ`H*_y_W+AZNDeZ5w<28Pm3diHe2TF!oi;mA3YgDt21X+K+gScgV>@*j=0oQ)21 z6IAZAxIYqJh)oUMF$OqAU*NHn2SI>nr8-YF&rv|-279+FJp1;CPT=F6gh`o_)66=A zr;A5+&C#gX>ps?+ngBIW^Z|F`*`Lc@??VaH2!No7v_6AE7FRUktDJ|Yts+03`OHA3s;01Np-be;WoP{2=H_Op|HXe2`HniJi4!iy(HguEV5LGw4kV@G_5 zsJze{{ypn=A$UN*Y-cp{;UT)Uve9j>&->C!qMxwJx{QsXR}!}hWhP^6b|e-pUc*h4 z8mF=>eqC1%^cN(sHsriD)CRRzaDIEGaK&@`liWXfXYs!YUZd;KrXQfSZBx4->RN+;7h9x9&L+|9gWd*X8=%-a%4WW#BR7 zRPt^d_y10Xx)@%n-{9M2k_WdU3WuZEzmf=MGwBF+kd(B!%7?fqmfg$tVx{!C5NFuwM-Iv)f(?IDytfEg9-$Du_Mp)TmU5=shAr9OuO>b z(xvxP8&7zsDKK+(M24(-JA*|7B#LOqwA6=mC%qhdnhk0NQ|2yz-*~*ZCjzN%RN&&3 zcf9lH8qbzM>Xoa~=rNq;gWfE#S82DN6|j^U3WE*$lwKyMwo`PEA%{<*}JJNbtx z?_a$OQUpv~B-S3JVtw?pP1qEzQfz^FH!PNY;?Ac|PH zOjSU(09mz_)F5wH3xZhRFKWTGPFS~JN~0A`^b)unsY2E~3o!}JKe)ZEaawrXU#mW^ zTeC8kmoecrPW#7zoVG~cIq+%) zkmO`RFBmZAt4xx`Fe#0gQGR=USD3Wy^zafOIb-REK)}O@xkSRF3q}woY~!YXH=at(jEFneWuO z!IAtcb!vXH?v*Ou}hD{b|t+L+asQ%Qz27j_U1=+|gSmHq8~qymCX zPpctn-+I<0VFKk%(YuJ6ouHalvA54z07$6%imIO3DoDw=>1As zj3yj~PkBmJ8cEr=O9H4#h*v&2-%|ht$bZEgaGhegJedW*HJY-b zJwcrdV~vRiALIt6&+u{>a&*nM$$HDh3_a7dOXq8Y8xg=*v~A*`s&LcGGdt5l4Dz9q z@YX;`_dc|>bcfV2|04Lg^q;b3>as+|NX$~^aw-~ z$-EaeKO3^hqELPewzpp;OZaqOKz}h`?jw~OLNk?as{IBmp|OEKgnn+-^EK=-<0ipV zN*frDm7B|{@a4+h->;_Zy>YpyJfm~GXV{$;f1JzjL{af+rN;Wbb!bG$<`r&E0oY9H ziKq|6Y#QFI=8=&!o1D|z@LwVCDw|~xM|o{h9ThpC!U+7L!^nYwl@0Rl!=TRlNrE@; zuSbHkjiRcT7q2@yTi9Rsg_@49?jH9=!E=j1;-3%okfrgfgf0eFbUiWj_cC>6O0n6& z`h&*i-3mRl$pT2*)HeEpPzUMsqfBca5?R?(;okY=SBmjEV6AOX%VUfvMRX;{8tY-v zr*d@am#?d{AMt+TaM4dBxRC(^*hT{YoMLs7^AmuST~|T2ks5&1%|RvK&@35N6roy$ ze_>u2*xwB+yO(_6SM-332kU-JcW6iN%Kji-m!4NEY9FIIIeHQclZg+J>nr)iS8JDQ zr>_;-dzM1)7XQqBbHQ$=IOY=;kxwSG&B=ifjl(>Agzf5lKV}(HM{yBAnNHj=$(>Vk6dYCG#*`QPU%iwFnYBp4KMQbgal%4M4;- z19_?^ItbQq35M2~m-uuysg;D z4Y!}PqAz*nLf_OjmY34QXGWNw%-iA|JOb0_D}U@`iU+OtSEp1rsssKwR{}pDIVbiY z^s@4X#B0XTO9nE1tR^(q0{ULE^x1?3N)^*Gc$tGp^H>AYe~;~@DTgj^wpJZb-Snn? zn3Mvx4s^A(c|lrK8ipCMA@OKm`+j3N7`>5H=R^px>Qm4Ift@5wteb0^VQA52A`iW7 zZZ&V@Z|BlIk4ykYfC>V$eU~qc2_d#(IrGP6&XxBN3bh&oB-C*Z`;q`Nm8>vzh4}gL z?$3cvI)yFA09icBa;sZZp0Tn~z~7Fn$19iay9IYWt6{vevBq?*$PIxvw;Wo`(>b=P zRT~{WQw`t5XZulQl}ac+B`V6NA?+{tXOUrgqRrNqv6>fQL&#y#JQ|nmkEVAc=@^qb zv+%nYoJX~T_LPrDJe5ohCu^qAJoaK_qyW+i11DPe3Yal)cgDPJ*r_bb-9KWfKK7AN zb#piDXfS201lgfwVSj0C4}E}A3Gw?V-qFE1Af=Y$JSjtA415WEezWsJRY4VoRf=%~ zsId=wczqxgHydCL_wx>7Hoy%1S_>#vovfU6tVj3I4m39D#8j?%GW?m*{7fgCXpgj_ zpbCBTV?!2gsCpD&IMs$Pxn0=c$K+c@a4dC%F;AyzjMx>?7cgA2Q*o<8t{W?Bybc0X z>+juctC-(tHVPRlCNIu+!&pZJAk|TQm>&rhm3y{A4*uxvS*nF0TseAz8ijepG%O=F z_9RoV)EPhDeTDYeW-N;OQB3F z5#;ctVB$YKo_e?INigoK17PHD!OdY-?x!A*d32VIc4w!Dr@N`@TKq|H;p#frl(F1o z9byF>1EnxJEKB?yQJ0v@Zcq-KL;T)5*!3X|UH2!B90MJIia~bW>}wI?nAKI|{xKa7 zV>`WCtUI1;`NEH+L7(f^K2#b2bXmX$Is?N30XgCz{&7aw8AsFjjFMGVlqP7mGK;0} zltW}?R%3+odV7z`_yHXcX79#28xuWUjM#7 zWs^}14M~U#hFy4+)}^7&+2r0-DR!Uq8V|RKWi)ZCai3lhu=UH3;A+~khcjm7pa-qC zhE{kkxU;oD;i}-9T=A)cGPld#6J$N~k|r@A_+r-FwQl2vy7ibAP>&gef?Xb4YGg7f zqwaDEO#iw9=FnJp_)6J3ozuuTbeqTnU^;uBYoh9F05u=44z#6f=I$k&MhN*6;KFx& z=9N1yB+;x)LAi>F4{V{Uy%AOnd@k4>*HOd!4U$t$xvsMfY+nIskycWnehK%6Up?Q( zR2ep&ytkyc^WJg#(~AcGGos!J56frr3>U@3vZ5+FKg-=a=#;V}OJcsg33uUTO+x$; z{D-n28*3{i()-(wdIz-c8Dd##Ej*o>sulm@hqZtIvM$yG+bwb7^;x4ziqELd)KwbP#8_9v#vwI zHLT(h{R!Kek-k6~>AMGu&a4d1v~P6k`EFDW#?HCanr36ii_ z01_YEglJth-F8*rM-_`aGk|j&JTEB3FgY2V-#UGDrm+#AH+@NaUJsc{W75jML>MXG z;>=YsnaL?zpfHW)W_|;v&ikV9T4Ju*YJZao-SQi#mxM0lr{^J98=U$%>y#vGL#A6} z<>%bMY*`*j34k2Xp0C4Iyh)N@)4$CF+Vm4gcQa{s#`xS^BdRt1`^%eB#K22qJ(vV2 z9|jOb(>avHO|F3~E~+3ngVyG0m-I+fw7Heq!H-5KM=jeqvo{ODD9O(x-IYWy-}j_< zs;!raNn?fMni}8=+?$_`KYoOS< z4|V`wY|nu%E+v6dxS#k-EiLu5{@h{T+^N84QYS8!6{u0Ppz{!eJ*Ex4lrM-QBlVSN z&fAK@-JhyKFNc$22PNI|uQJ2~55`X-et&Ofv)25p4+QHZX#;%IdODShSF z*l8*|*74SmvJ-B8XB{6>pMxrCraQ3&pQC4=i1=k+do*o*8Md0|8q8(VmX3d6FL#RR-Iai2J8)} z^J$05h?3d1)w#mbORw9{&AM646EJr6_@2>WBN>bmz0HLeaZF6@MZ;q<9|ueKwO9!B z3B>0yoO6t9@<|uyUD>reuS-Smu(xeDK5Qfmz$HHVZ^M?McV7c#62Ll)pxr4QPhj=j*2I$G>pFs47M*N&@`@ z)5BJ2^e8w|1b&gV$B)xJnz5u{TWW-USG6z=Pxb280jfriKGbn(ut$AWP>T3mX}C^8s_fjpn5Q?N3c0&<>QGFQkZ zMJM}LlE39!Q$2jv!ZYR$b&V{1Z}ykka!NkZ+NUW`cN>nm z?8kRf6=MlT&PIn5P8_`BzT!(JC&|ZwhaS+<81;_4`Lxaf{+%2Ntk?0vnuoqCW!EKm zeWs<(uB7`NH*z(Kn4eohLnJ1ECZtwxW{YI@xww|nRB`@znnFN`D7mXi)gujcjYX6r ztZaI`{aNset}Z=U^P@6BRpja&n~GdQg{pqD>+WKZJ(ajW5(&iJ4Tf)A8jM7%`^Te^ zS#DfBS{j~$2wIoARRcm8+D-vNbJ~^kI7f$wMT6 zL5DweYzr^yAlIheb0QOfO9n!n3bNOSl{_iKH928q*-O|0EQUNBLVodvF&i(?GdjP9 z_$8qlUj2TKZRXmvx|miEzgl-T@Z1P6kVUOo5nK19(Lit$**yXe{)kTOj0881zG49+ z?!vuP+>J7yVj^PJJ1OpiD@hi8`P_4^ickd zT-umwS^{I)11oPA1?|)D)k6EY9el+N)XP65W@hEWs&hgiz4Psg6qqV*=iYH?c&p<= zexBHCP$4IriXY^Wv$9Z;39y{CUz~d^iU$mV(*?T~!aY-n`op-gv*WOp1rz#Pf{HG7 zYHQq)EStiS8lm_^be|^0WD1@TlRBaxcQO+dL6mOh=$GQ$Y3G``RMxK{SJRg82y(}+ zq&eVeg1~=qBa^U6f0Lf8+$!&Z48CkX_40{WO>U)0B&23GdBGz7Ji*=mlHYuql*hrp z7zC6ch0E!1A-oL7A$_VdkJrV)WnKjIBd(qZd&qMV#DR*ubLvxUkKJ2sebh zS*yb{F;cc3qn{)*fGGiBWg-((cWOjfDSF>3Abz1WoteriteK3kResh=nQ(7q$HMp5 zB2EZkJ-2`t;g+vZbgn8_PEgduS~jL@#+;1IL38G1wCt9rjY4)zg1sV$qSnd`KaJdd zTpCmOfYBdxO`7=hdM^IzP!%LRsUCs!z58KkKG52@d$dEk1Q8=L@RKOP0)y{ya5lYp zP!spD8J{t>U{CH}YvMC$9&THH+|b_KJ$%laQ{ereG(7+)xhS--@iIw^c*dbPjXqkE zMAq29pZ}_cx`ODLt{_jfAiFOw{L`d)Q?wA2Ur*xPIYKPZUHZ6H-Q^{^n^0At&cz>K z)V?|ifWiVd@kc59r2y3MrzKoK!>O%MqE_p!b=STQWn33(D7iGF!QVTZGp(a&r7sR> z>}(ki{OewQjWxJ=X*%qFMu_w|4uk=Q$kcRYH3wgi$eH#LudA}r+g{4N9`3UfZ;ydh zTq+k~$7F^3TMcw9dnGKE(_8AH5ZUqe zoJ@|I#^X;2eJ*^Xd zZT7*M!%3*&@yWRXd00-0x+;af-Me(i#Ot=U#Xw2lz7B|@ggJBz$~0weeDBGFrLnlJ z)oS_hDf`iVPw5n4dvUY$h$f&D_J1bIG`TBBtM+0#-G;ceVoOxKQxjm2F%P4_ggK3& z0!>Bm3ku5z2f)nbLDv(07xaM{eSUCKb146!vAK_{uroum;bsZJVJ zS}dg!sAA9&(YvZ?CMs;M5H}vo$=lv)|JTaTFR#97f-{`Pn>$WY+*|p33)E|xC4YXX zW%O=c~BYU-)KEYCYHO{SM~5cgj~a7Y`o)` z6NAH2BU{203lEEwf`~m*+Fe;cbxQuBBQUn1AW1@zoEqX}QKN$ByZ8p|kKeOHwUI}q z+L8iKxtU$c%P-R^=S|Lv8g@Vs0Ho4(w0EM?_RbC^(soTdYMRjqF9_xBEz&k6+BTtu zV^kN)I`0?sm)l$peEOLu_I3?aqrq0TCGbT7fZe@sfGPb$j6_gYOIgW3laSL11bz$6 zAiEaXBHUzsvfOKlRVOO+VW$qqniJ=Pu=NnjD{<=nd}rH|=OkbrIPj}`Pd3?v$c5ce zEAn`U8qsXD{vbt&(txydlnI?z%4G0TX)>bXKh&glcktxm&+N%xvEt%Rp+24SUSpEz z#mjgKw91|cm{y+pab2Zi!n+WIGVqao1%bUOhO806R%+$-MyYKKI7@*~&^X+!?TvX`e4G152rKNCpe)N7*wchWo#!W|>k9O`1ep)BpKwj-i+`J< zgeVQJkNFp`D;sOGXB0K6-lYt6JC6arz0I_|%KQb6ijr_!m1|iCG`kwG5Ah_)OFLof zZ1X$;SrEEMk>7rmK5hJWKD)>1b{c>{cTJ`7sMq0z3nkDV`*6`%#EUUMAvcx%ei-=# zES4v0j*mW0oXtiaQT06CCD}~hTeK;g=@t|8Qf_+%P$^IN;*@|fWTMZ?ale+9r^MOI zz`#~z(@$hZ5~+N>x&6t-BMcazDn-6b)(xL!M!63(Ph3rly*!Y$o=Pe@k%X8Qdjzsy z{h}55nCuMM2NPffO9f5`BmGswe_tj=Ve(nK>p;=56DDw%1S{dhDt=|YXw>4B3~`-) zIckQ;{bcG+IUXw|;;%4%K;H6;!cq@Cc2u*etJ4iFyq?A(lCrSSG)HAduFx@p$>ICO zo9@Z2TPU$i!E51Bo3W2s@iPgSl4rLaq$~+k%SQyzeYotSd$Pewu}MX2&sYChd_&gp zVpo#IhlR)&F2dZ<EyQic0J$ z7?=9->0S7?4j>sy%DK0X$$nNr)I~{@ndv}S&vH;A+3F(54U)NJURhEC+L(|Z<`5|B z2mT85z{|0We+q@*^<_SA&xwwu|Ci7xmhb!e$?aIo9vn7kNLbLh9p2}7)a@Y#s~7D6p|oy#n$(Z7i;{d zF<7C1u3nP~M^T&Js%l8bF(JK~1Imd(b_g-zB-qEkSJ! zRkhU26>f+Zb}-gG=``@5SKPX_4X2l}%~io&*40s@=>Fjlt6$=W7h=IOhNLMfVv`+C9 zNPGqTbt;sa69Y*nJDpBuR<(5hrGM>KLKs;W z-n!I}D;&{&5gQ>zPo@u~09ugqR~L1MN@ziUNpP5hmkZreD!}fj_&cxeA~%+RU{N3y;dmQI|eoOqz4EQV8HTk8Ao?2nRvHHy)+i`V!>eT0HpMP`g~ z+;Vp3==eG}8g!5t6UcOU-F)NE4@3zX-GxG^Pw_5-Mb=F`JV*$0cAWBsp{<(&#-K2o z^`N2U_DP&GBf6nR1{R(?b}td)bhT_KE5n+hs7o(-yG2I{nMGj4BE3f({EX``U1jrd zYg@5lv3^ZmlHqcnelGF-DMPlmpO$&`5D7gY^a2k&9bOnjcA%O)U{fP3zuqU;0@UR(mgvX6eB9iZ`(xYapzmN&d`ub zX4xU8$G|<}WRb;d%LM%FXxvS3$hhm$zWvrNWbIdy;Q}GP8*M)=D@$u?t>agraqcNi zGahlB-m+zm8QKk?3|*@h*rz~j5zgfq=={=dM0JK=*w51zwo?Jn?*BP0#;f;dGt_+w z!f2Z1oc2kskCSp2)@>%u{WW|k1k120HERGJLG$Gb!ZDU;cw&tSgbQ#E$`$D6YyF;E zFn&y8-u=qr6%BnRIRZu8#$u4gZ{iQz`*Q!C(3%0td>}HJ3}A!%ytd)?sJow-$2r@| z+_spJ%cFcIqS#gPA`o-Biv0dy6#|f%H#M!x%Fqq2-sG}@ZQ*MbQ1{wkbAe^z>T{kv zIO;Pu@hxfdT0EJwet+`&lnq28^*HGn2vrOOcN-Z%{YVMr(-N6Vy_}L#@DDt+$iCP^Ggq%t6Z^Gv3AQ?{ zOEETevTznC5K+KCaPKf+e!VKs6Uezqob$Tvs~OqsZXny-fUnd-?2~Ad?EV*bR3=aS zu-&)|-_0j81(J_$%D{S%@Lp^Z;dc)x!#+ah!>`%LN6}w7y9R>aTB-?#52QP{xRdgn zIV*wmO|gu)YFr!e3!LkXnH_34gc?oA(G%JbFj?JL(k{>AMFOD|+&qMQGr>P*2`=sL zWo=mf5SwHV3B@wzZz1j=c<^2^PDBTV@k&fUm}lpSm8s1mpo92^mHB!h5F<5Pt0H@4 zt^)Ln{BTEAMV_QyG!l1ZY~7pD?1)O1aj?kMZhg{g)r?v=uC(ib~pP5-`+>AE?!{p+SHkLCk*)fSfeMv>3v zo#TOIjV??EA>b>ya(CIYf;U_2XQ!h2U>c#~{HgltuvjXK2dC@F=|HQrgsdtYT+yCL zh_?g#VSH)@$L5JNhCf47OMr+(w z@ydTI838Mh-Gq*c@^uaqa@$ByKh4Xj{TUq)AiFAKYZ6feMhpv;TgKeM%%>%jNV%BY-W< z($n`hl``m$+eZlQ?<_7dy*Uf3&b5ed5U&UNb&QROnG!SCJ`IfwKT=ESC=UdaQGSQA z(#OU=vqnL=EmIXhaQJg@F4XiQj}v;f>P$hX_Y2llC9T6~nV^5pEi4hq!sWUeSNYcV z5)PDKeX(aVBs2t}8a>Tj601)fMNcYb%<8-Bo0;KDjZU|=CumA*aST8nf=n-VU2#e6 zCpj|9{KDArn&m@T=i5hy%{dB1b`W5C+C%3=0vN`2sm|*8XGesHuY5;m$!8smXXaY| zq4K-fsK^o6CfQ;}H;l!z6$U(>Ska~C?ii)m63v)KHT#hJR?i*4 zg6w2B63nDez9QbPy?9Abh?F->F%a~#m9mJBQr$B&DzMZ-Dx%Rq*-8x7B|;`(#lN@${u=e2Oj$+OL{RNy**3e zQ7{J0-*vrz3ABygXZ_OaQ-sl1OyaPLSx#`hNIgQ?r-moJcYIn$%H^V*{ig3rc-%lP z=_sAmx?I;&lcXq$9JMwTUYE#+|AP%tjL54iIy4{Ep=b;v+g{*7CErzf)iU&eQP!qCmPu+KAED8rQ9tf=oxHH$t~ppj{T z`s(DPMG6NXao)4P5YupgUa9*RZ3y(!Q#sj%!<>l}TEH}Mts5|;LZPi9fz}{8t70S}Mg2{J{rM@^S>FxxDHb#Di+v7^(E5@UR z@`8)0g7b;#WPH7WoyG}f%_r}b3qk76nDL1g)wY6+sSu>~>43O*$%s8T&4YV%h=Pab zrYzs{GNb(JIcC-;%0lcQ`o&|}j(l(R6sMkoQY5KT>uLysgW7O$tq%$>!fTtZMuB5< z%dn5If`oQ&O)8PRNZVboIm<;HXbM3pzLdwO{nz31I}bwGZmIFjbM>WV??-KqQ+PV` z49(+7LPq^4p$51GCp9^3rg(ap#4FL!%O4B4W!dM(j8h@nfad;6#F~Fb8u>my71-G2 zDz8=64abGXA-byliqEIaOq%`YmJrV_TTr%-H5ym8AG$QlhV84l5|e~IVW02 zSw9nQFWHO2!)j^wy$i#hseI#p#&n(HHBH5s z&ajha;_ppNpXd21J!KZt5Yy{h5kTlUdsQf_4klwj(yM22!wjw59m;SG37+%Mj>8(Q zTa#x5Cm7#HTIIuHynpF(XZJIiuknGYFWdqJrpq2vdx`FP0KzFsVbtgkYy=fPU9D=eFnV| z8`#Vh|Ai66lg@CYIBvdX$vYm&6i4_z((Yl~&$dDu zg+x&8i&aQvt@FVzE5sIEIDjp&klu|%wEbcyM_$IX5@pML+yxvrWpfu(w z8W(io59CgkG)TagQK_wyV;8IawEb7~n%R!bj5c&H5&KiB9NfPDVtX{{aCJ9yKaOj| zmTFWDkd0p&R(n0m8%FwPTbK_If2AO@#Jr+C4`vV(bx0f1(EA# z;s@(J52J$``yCuSLT9s!_BWJG|E!5%VQ@;}v{qf;&KaqIumYkg-F8!B-akVIY3NQg zMhE*o?pjbLw+4oigX`<@oNqW1ZY)eCJ6DJ7jv^j0PR~5ARQ1Wd>&59EnVIBWgoQWq zB&L){&hBUaPO-8}vgf3b%MKdk59)Kabr=<`F1KBkveg5P5nLYl@D0cabS zPqYtKV86fP?NDh7UYd;JXEVlSBuVdeqE2hB5k`lEl@?m1do}Q+Ul@y0MbMfnO_}Jd z$G7Ng0AdiRAk#iz@bfy^B43yfd8#fvS8MjwwD<-jbgvcQ>D^QW1!WB9)wx6^f%+C@ z~7;zBJIgTcR2QVn%u^NnYW^ncZ16A|q7GRefXfsHNwfN(`^-i1+ttT+R~l)*lIlz9dT}hSFEY^g1guvBF)@@=OpgLw81mBY zCPcIbGhvE4$1o`Xv++jAlxI0s+ECyb&0@B0%>t z=*J}LDPlZ*Nlxd!37SnvQdg3td@>!zijM%=nberQts`@@&(TD0wf6H+22Ou@62y53 zWDnP|)hrl?Q_cFtTh%q=_6{lGk&mk?1?8ZlA1W5 z`}BH`SI@^#uC;`R_G(p*86Zo}V1yYo7ked|SOQ~DK6TfF3#V9M=B>%UO2oVUHE z=!tetNe;t-gO4sI*4RVHM#LgUJx=9116xc}?$(h5wLXNT)YHZsO5z27fE6q(v@&O( ziCffWs`l?yks{gpv#e%h+mXb4UNOXxQ9hbCMqhB}|Jf+gkM)N_=^`o~i>XGuBXA&H zNy%A9;vXPd-#u~Z)W#4ML)23f(GYWc05Ul;DvcfOLc?>W9l$SR$9F!fCaFU`oljRH zv8QTQk#<_2avGmQh)cQeH69E3*Ocww*H-9R`AS>Cf; zYY0gP8Sei3H0CUp+nQGFwGm)U&a30Wo_;h{1sv0JI?wuhoTfdP9Lg?tNt%0pz#uUq zDb!Qk(>3Esf_-xz)iAV6b7Z%ves~tMVO6#{xK7+~r$yR+0vDs^b|tU-$k}Sk%u4ck z*odBF{<2h?=uv*2xLIThFI_LeP`a@iLd3Yn0&xd1EZ}tPGA}F7{le34A45qLLIpy8 zf+~sGyrVz}l-iA)5$?=I9$~6`F3bI_&pznYTS{uSe)el>{E=ApDob~rEI7NB(Ez?E zhmms$7Y^r8JbiC>8DO;YV67JV-hX#yd<=@wKz1~?69%1AZ=TzCRcn~+>eCB4x>x@# zz{!xSZ#i+D6>hlP7W=cn%TdZNX_&9| zTKtSOyf>*PEd<`%+ox9(EnJT%oS?eV_liW}=UDhDerwav9Gdv3+UlGjf8nmv`PK@P zVXOSfP1<4O)4#z%6(jA%#OkU@%yyB4toF&5`ecY#^Mb=8ZcP^PbFG$7@?Bl!ydR(u z>1)?`#hQRI-x|({y5uyr(Xc^ztM5PHUn!$&W+lc^!rn%NV|_CKhlDnSsEvAg2Z}-- zgL$g&*fr<WmfZjDuyI{IE6vdzClZEQQ~A zN)i^}&IBSb7iyOb>^;GhAyaQS`=o;=Z#Yc(zMI9eoeih?+FE%2%qorC)(br3i}ZM} zI>Gs914#`1xBc3~wF2Naz5Glu@|F`Q;Un35Q$z#WYqmoHDThj*%tAlB7@+MZw7>An zfm7a8Zi0Ztq3mB#Bp)03@SN4i!sM+No&uZ~wWlWBxbE;7bb%?veO(KQah=Y%(wL2u z*D@IIOl6Qs%;4Y?{f4wSU^+R_`5w%hYvh_FT!Kl$OwN(}iXoIse{uP9;}%Ja#g&fz zE!9bUu4JYy6D_E>3^NT_IT)HSG8YD~u-gEJIsOWlR|J?y821=)w>p`yN0*yjc5yGC}3E3uz z^o+MpN_0>lv_OP(c3_$*0MVf@CAI6iLA<1oJ)?KP?8sQa&>x0T>4<9wGe!VbSTSv{ zURm<_RjWT0SRiLL!Om!IsMAOLodlQErNvE`<+I?)n@Cg;9;NqdGW3J9UNQRbK{R)P~1*4S_IFVqh+NNU{b=`9|e-03Zx#n0{P91@DNrZ&# zJ+x_=7}*JEnHiV}7#TU(2{<`8bm=8s3~elp1?|jjObHmE=mnjP|84Z&5)}P^xA|}I zp8|?r*w8`3)Y9DIe;1WqOl{Q&IQ~ig+g{A_pPZTfU#?0}e0={udlrWO%U;IR&fLX< zfPLurvGxcF?2B%F*UX~G5x3c-v{E6t-Cs7x5a@1y5Ey0H07qKfpjMig8?R? z3DlT=k#C9L-;l8^K#U#LG`^)CE}k>%lK38xRLiHta^dRU*M~pX_QJpP55Hr-vgFAl z`|*!+g6sT}o;Pl&`8xz}3CN?Mb#7-u7W80Y6 zwryi#+qP}oRb_#MD6s}omMt029`;hm!> zfQ0ot!4E!nba}^tB ze;PlT*iK(|5DyU4_IXRkYHhn1e$oN{Z_qd3cYZH#zDa^jgjr_Q(GQH7aEO@5(seBd?sE@jMGRw*LR4 z&l|@$h|`hA#ZCN~dzKpDEThMtK&h8&?1uI~VAN^wOxf}gxe=#)2H}P6Ip|=1nnk%^ zd5by{=73gHpY2KEKa3t43PS`cVcd3wo8$*Nc*|N1(f$&J9&O^KO&1vJ^O40o>(|Zy8zLZWPsV|gZqzLkR?CwZORQ&SKjJUyHt@+DQ~_(hvbA0z9qbro zdl+|S{q|Dy(P|95r#{f`yBb64Y}R-Ze@_m{me2st^EtJ@J0{;>|8 zQc4*82`5z^50~GH=!u>#bQJ_@g<|R1xA~N*-Bq*Qcc3S*Ma(n~m*?Q~O9&t7hKu~w zy&ua-r8_GuW2tseSU(*NPJ0g+KVGD^T${Hmt{+fr78YUun=r(}_@5p2e}x-*MF)NR zuh{dI!$>cv2Qd2T^Z!lAQLa5b;0!p#O)mFF9x?b`C-&PBubj4o*T=R;IzJ*go?= z(_gxHmd4ZG!%?@!z_C>O;uN{t2J9{$ul}ZvV)AwZ&%}v2uR4#b=u1v#q}JzvTbn|7^D} zSr)d>@_(0o+4ZR}>nHvKmQP*&{oH?JhX12?{!iXx_z%7Q{CYqB zMSac>7}yvY82?RwYQVzsUx(!_r^6l`q^{R_Voj zGrsyT?)1@2y)YbXk_os6j7Q>OVHpZvOWOPPI|h>FI5v#iOW%gC0)0o(G{F!6H`?=GQ$ElxkM=n%bvA9CFMguh0NmT$%89 z_>1n#&fA8XdO+>n^F~u~K=~ElE|39+8#tOK3Z zcoGMY^lHQ?*87suQt$dMpRe>s7kEQI@2`8udmu$n3vv_!7{%C52uyl%P*oJ~+T5^^ zsD%&a&yxi($;iB`1EQI`Ci_Nv(D%I-KYGXtKAIC4Z5-=tAWRvjKa`QW9w!buC+y#U zxf*b5T10(FB(hd90>54qe{jFw6sB``g++#>Q^FHAtf1=*AdnRytuY?!TE-U{Kk{kY*M!8h|$<1vc z#LZ3Z&9X_L_u&-b6A@59@ZmJ~LG_dQX@dLqW0-8q^3n-iK$H2z3kqJh$_BaKhMh5? z(T0ubLvH3xmH+SjV&Bwq&%E&Z_|SG{COi-x3h~GXcai09Jwqdl?cHyi&vK$Dnmb+_ z2?BldgX4=m^RQXFuM2D7k^LWVuPAJGw)U^wi(Xo1o%J6YsT!|mQ+<7FeUSahe3*CL zgDpzT2PdBwtoZpxYX}*|8b0`pK$+g=LcR=gWi(`C-E;_34i{|X8G={!E$EJP69JL6 zGVlwdSa!7~LgO(Y82)g;eosDTsJ9C!!K9)znoT`cj2ivJj*hI)^vv7JijzNoZQCui zY)*|fFdP(hluEpO7etOX!!HtRj6Mv3LN1DqY`K?cRY}0Gi6pK->hHaPfB|J~9?J*+ z4f)&5nrhI(cVF|TrnB)N#)-yey9*HughoOVEi#5tAN^3OgjVxT|09{lsg&3(XYoS{kN%y0HviWYP!0hu*7LfRA_+0w$xfGHPv`qE&T3@ws3@8aaxqJ?%thXvJ(c< z&fPjz-Z_$IlWDsrD9_=neU)C*X5d3rA(+iFl28sAaeQVjwZKg-R<9O}#a*F%RO#7N ztm+Pm$S(fT=RN9KJn9KTl%n8%r?88=0%%$~nm?F}Qz27>Zkmp@DYNhX@$l~5_#;R5 zqi&7Z^>1=g?P2h8n+(>+K{_DkxJTM@2r9r`yE7&qt7zBLJF_DYCNNFoPHNAH7wq|> zC?927ERtmj1TzQ=lOYnJio1%cTNy_2IAzGruH?=wH7_z^s&*aZ`I`Y&bVLG3#!&pU zXlrR~COTx$*sEmfA6R##Z&@a!rD_fOQzx3dbY%8sf9CT*`k@4?P1jvZK0k-`7V`_cR^5Q9r99n?2m_RM>g>MtM=L{ z7oO6AU$&8(3{n@B93*FW=9292b4eRV_S(kp%*gntp=M@> z>4d7~tO2*=mB82?S!vJIHxRDb$-#5V?R8+k8g_=`fUw%O$V;L98|n0^A91b7+${dQ z6`*qo1NKSQD|}^7?NJO`>>o{xA+;s0-`FF>+TCiXNpboa=$I;xtS5Do)%)c_#N8lVzKSg2lUc<0qqi;o2Qj9gf#~JpgY#nm$W*wm zW3^GnL-kIWNONcStbdy)u2S^v{mmPOrW&8UDS`L^1JUQU=sxd-=styXw(8k)KiIZD z4+`s^1*7j&dEZr0)0%73%{=?jQ~0zfg`d&j`{XQ~o8g}n57qIA#(fEhnqMEu_#dar zV`V5Q2_GYoV-v^*4YuWcR!NXPVKQ7u==B|~y zU8>K|iE0kHoV1!tz@`qZYvHH`&{kI>;Nd8?Z{jQryRGg`IbZ^04kSj(4+HDK7wBOS z>}&uqT^>%%q3n@|>^~crNK}0zzy=p4#Pb^&aUgu%PqNqegmmDZs*8wb)%;(IBqbFF;*0Ou26?k;zmvs+lCKZcMvLzO!5xQ=QtvwB)3wl-~Y~^ z@d7^XO*DP(cu^)5Fk<_akgY{jHrM?tJ5UQ5g#D{uS;Is*{VPDo*{qCuF)3k6( z?VgfRwwqe?D*KE!!n?UdrjjWTVVgk96`EiUz>#{gMi7Q3kY~gB*O1u`)S7Zr^Z>1* znpiiOkmL!NTL3+xH&)t3g6{Kdc|)%m%{~u$(jt=P2As0UnXZvx15HvSqHW7swxl9* zeg&#r#w>vek6~AIxwWavBG;Vma47BP0WjnnBl{ttlD{&FZI4SA&A6<+BS8A4{du-K z%Gv$B83?4b(e=9JJ7X=XX<3#6V`qz|hHcFF$ptg(Rq(#h=7%|u+jKE|7#WL$P^mg& zSb@QpIo}u~-1Oatu21MqFov}Yz@WQeRylvWFjv6`mQrq-Pj!;6XZ!y44?#RL)d$Ns zHWbRaVRjg`k@pXDkJtIV+k-v;XE^K<1d()+U&^psx&-Bb`>L86OqzIVBYBeEg@zEH zojcIwvn0g6^Z44tHq!sx>PY0x_W12P&@$s+xPb7!g%@zOq=`-^sVMG+rl@=j#M8$D z5y?QB$tQ3S`Ugk6cVTtKHQ3lbaXk0$G&no&NW(gQW-m!_srmj4b>{6P!^xA3ZC=HN zYlt+pMS!n;FA_r>8%o28{CSU@*vm%y^94=D(T?gD*Xeq!Pz{TSgQxWp*4jO$vB%br z##kMSJ9Il7P9R7>RwjQ-Z-PW;Jod&MjqA_w=?|R~BC-6HvSK`+Y|DwLZuIyW0rEIV zK-O#=dlL7p9Wo)5Z6;L_;y@FeWORLyRIP6VGD1tC71%&Up%#r;a@L%0J`PJIE3=qV3db5CET|?4OmT@6nKwz1agO!$z z$}7WbTR$IUHO*_&)W`UU(i=~(XX3l%UXrM(QcWb4%fq5_ADZJU>=8gE8CQvu=eX|d z{+_3U{LO{jeFRRs&fZRT1)z#QRX&=jCa?@9Wr9^bZfhr>gB+QNT7tEYfwjCw+3yQn4nZo zA5rDfk`2)qP`~{Q)$s$a&q!&2kV;QwDLa(jLCQ@q+VrR<`#`-pvC}vH^o|vW4M&d{(Q89GYD;K@9j-h% zxuxp8CLmD=3l@zW)zM`dp{Pe5;E5rB_KCN`R~&-;S~d@8VM5Xj`%GN{{j1ew8;#4N z!RDRiBQ#m+JuW$;S1LwdMS2t#N#m8d2e85f@3E)v>U23}i>&1n;EVqFnyKYbqT84$ zu8eM)fu~e1g(_>7t<`1sMFe?0m@AXZzvhy!kr%ZxAW_V0QGYPJU7?;pbE+=@JDt(XPYEC^NxvzKCp;4EQTu+)LIw_x^ARqg#jE=@qC$_k6?$E9p&98m7iHij zx2BiWxv^^4?w#RO3LfC&)+&z}<_EX|u8bfiu0cmy6M{o)OqUCW%E3JR{9&*%!E5kw z(Qg~!LKjv1D98I;%uxzLT`v|kV14>ROLs4O$=}tJxky_QtX+X9owl+le$cAg>s)18XkUvOr8g=-M^8xjJ0Cd}a+JU}X+aEyuBm#tQ~EW;&p?x9Z|z;a!p{l4!! zl+8-hznZ>Itu>^=N_mWV`??xXYD25>#tMc;_S^Z+EEoFZ&wN2krU-3G<;LsK2u1A> z!yPH7V8y*{(?Y{=e>HKDcE;u0H@KdIqJWG_zKQk32y2X0PZF>7mV%8c@R(P8Q|dPP zJZuU}o7wpwR!Rnx3HM#*hj4hyJ$X?d-Uh-t#JCe3GuOle_+TnTGRKyM*n6m4smO!L zKD9$W5acY`s5hQh2P-l*MF`wgQh}h=+CUsm`@p`;u3GA9R^0tC&U9CBKgAgP+k#%; zV?BE8CD(cG=jU246M-?cfHG9a8#U@dK8=z)zcaTSBqrl?dAp@({IW1QN=Nqc5EGIE zq_i-zz7LTM`1EGGUm1F<2tcY>+#$(7{4%kX$9vtO5c1O`r=Jmvi)Ly&^zMZwwiN*W zg4kl1;bl+_?U8h&!>p7b)C&6JVXS$CRU~!iI(v*eoxHr z@=SxNaU`!}zrFD~7P^>)XYdRJUfKqh3uPveTb>3&Ekg6oK!3ZpJ^x9lA$%cKQA=II z1OGCRk#-Bjv&k++EFoW`zCot$W$EKVKqzTyyXRN~9Y;5ej;ah0H)1QVX&rlOfXtTW zuIw;}%j@~ckQ$jAbIHeS)Qe!ZHq7pW&%}Zgq*`8n=73=CRc2uuDc6S~*qS&fv9 z-JGsoxKO3A1fTm_yX{5Z0#*hBC*H2wRx^fzpYRS5+89F0*nrGOd zdk-x(KAiwAI)E|te~P$c9{z3wwLCFZAE@w(^Jw8Il`v-CY`n34@NcF3vCLX-Yt5)o zYyk=%4H2}r_=sV7PwZ-k+Ost)j2lvt10CM_o2LU6;H{WR0M1E5e99Yv9B;MaNa^W7 z6ZcmYX3W>c3|5gy+M@jhB?PV0v;8?QQ31p}S{2GSLRg$<-1AlVl04R018h7pX^Bug z%IDNlflyBidW>jd zRkPWsifExwG{3dI%L~h)w$i@lhA{7IsEi&b3Av5);;=m`czcP)mI-mOUr%9E;LU2@ z@6+oYBby1VIUU|5@Cjs%w$*3bT;!a$|HULls-reI-R8@{F0%C zt_2pm!bPd=TID%nq9#e5X3p~&ws}y8-JL`u7F45`L^JRc%8{~Oz#~qw5gzR?4P2Cf zl-Zkf9hA(;@HbJ9p#=ehKFy*)H)zO4Z_KGf2Scz($;AS}t~D2kY-`oTv@9TYI4nzX zA*qD1YRX_E`|{M*lqZkSJ4MO)bbnuQb`Q5X^E~S#0WuB1Ew)Z27J7AWR_eIqczLsw zZowr^S)V8=l+_X=P!7~j>m{mqP1f=NwnGxlQc!jIdStWvZ|PjiTJ#I#K$)J#D)|BO zS;voc6{~E`xHO#!(wlys)peSDp(5F<2BDi|C?y-1BDOc6&jS6ZJ;D3zY3!!8LQvQ% zz(t0lsDFLn#P&i`KyaX()3l7x?4N{*$+*XNrwxQnNT(U2q8w)PnLDwox56;PR#gQ7 za9bYne@)XTU*E7%uY;0D863VPg|93ToRABUuKa}CmMkBSGlE*jG0@J}EW1fe6^anV zJhzvaP};cIEL3L1P&164mndhwQ5J%fxPRQ5>?M~+wURcCUg30^Bm(ywI%`{$Sf=_; zV`~p7yXrKaX0V|IX?4s%&#Jc;s1o%Q)nwq5cv!gCPJ~RVSU2V?^aL?CMFz&koWyGv z9aSTkLdJ;bD!$^N?6O1pqU*OO&8B^B3q4~(3%0Y1bTgW!J2Fra4}j+>9`J4|1m7sB zbK<1@+_gf3=_wp3In<2J&Y{eGcVI6S=L0cB6LHY6M{p~T*F0d(-q|f)fab+WM3HqE zK6jtuW|7x4YRs+)Vf=yxy`PM~XV~v56E9dl3SfCizQ4|1g)bv`U6*Zt2vXPeOYnzF z#dX%Ny@126PQ_4tWC~t${JmYqiCO`ljf4x&xL>;c1|%C zewXiXK{5XxPtmn&e}uvB3Z1K@y6f58i>ivGhHbC=ERTL%p*D0-hjU%K(2}NBeZt<9 zhp!>RU6VCgwi8%G41tYqdu5j{vlzn}y4$7sCb)!hh8o^vZsCkf_e6r_xG;J{SWf}{ ze)C8VGW_=!lS$3chJS6d>wIeOMx>%~tfJiOOGhxL?2yiT)yNtu@99^;L~&Our28#LfwG;w_WW@)sWB zpu$*VOTPfI4$9mY?W43ES&TAxg4P3aZvvl*P@Msb*y1 zL-?IsSmR$vmsF?UEr&E$lXwW>@G0-9nV4e8!n|}C6M4{L@^(uR=7?eLsW|d=*{fqC z+kF@FHuAi-mE%Yeb&NR?wrv(5sC@>1(2S2Mn^$z$0nt%^-+3avnB4V-VKxKb&xid~#Z%QAxUMFs4mWV5D z`!N#<&j4%#IK{#=21SzBME3EVp`q_Y5S|I31b;{TNsk`N>x038Nx2fjQb?qI&P8-p z^&>fAwONO`A1jsj2a!^^ZX7bfeOMw-E^|6=ZkVXA7}$T2%9n^V{K02!=Vd^l^YeQo!ax3n>kM zqx?|t6O*P#t3@p&9lj-n#iJ7KXZ9{{eYdhsrRPnj634qkR{3kdi(`?0gFFa@b?}Z- zztc<4$=(-=Mr@D8&KBaAnncqv`BoYtvXK42Nodn6%0Rqwu>Ud^&t_Jr$>75<%Vv8Y zkL?Sq^14$_e?5_FlOAg8-Yn431x<*$Q+m#UY3iIGK&HTjMtw6&hbLX0e15Sr3wB%_ zqB^>i3&U+8tU(b`3r+vXj?wDrKd`wa>?#Q{LJ z+(1GQn3k_nO28xjjrv=2LHKhmAO0T_DsTd2>(CFs7XgI!f^T6;KgpG0-iWDcg>zwNKI1XPZ13no@`%Nv?|}-}g+uNY zKDFoLdQ}PbCtW@h3h|CS|8vpBu&1XHeI8j^cjUyIn!5zt1LGy7BG$Yqd3>ABsLy@I zVmKlQrP3^e3_6sf7vB)t6)ht0A|Gg3z|DC-oOXW+qOC>Tfl;LswG#7Ha>Dv95@Eo1 z;B87HU|ivM$H2;Bv6Tou=rSR#=6${1BdIpu?e>TdvG?WOO8pGTS-Ag!R@QjbnkD>s zz;k;}$Xv?wgNzra-G-LTuYiV?_7>dc-E6SZC%(|#cWi@rF6-sXV@1Qhif$cMSv%dO zKMTen!+=6;+O_2v9)Rtz0Ya?-2Ta9*((JE!H5&M-3cfc7|aq$+Xk;$7@f=5PCvIe)bBO4A&@U?k)}HQ(+G$( zM9PetEcN|Qo3ST3;N4C|1RSdgVjhiu;~zwmb)s&K=+{V`@KnTK#>e%2U?r;Wk@ls) z>Sy>mrbM$1JZw!eey4GW8YC)J|3SK7 zqTQbx*x=78EL*`p=>Tf)M!9*guKneGKm33@pTI3@!vyQ!L69%guMdd5;Bp+;wOW?& zJDQ}4`1o~H*~j;kbS9RkofM<6J&d?E7diHZ$mQ&N2GSOjD_x|R4I7eA)?toQE>L-) ztLqfrS8fc^l*_3!2QM{m8t-?QQb(eT-xM;uWThQwHr{NxDjiBjAZ zM?S*%-1gik+WODwtaMRhka6?xisvGnzBJuj z)`gD{rA;rvA%gciVj)a?+2CrKNIKTo-C#Et!4Nx3$1sHIs>(AH=&wFL&c=Vaq1cV6 zUkO}yIsx3{i)pB~3InnV8N$d1yBCLLE@iOsu8x zfXp+9z;1M5W`z^_V0xi728h3owS>Wo`$Jo`6)E9*(i8k zQKNg$;$Al3NU$Y?D)}N&B~RL;-A3Qz+gpw`<9k}ncIlKTeTRQ7m`&Zmb>qg^7od_T zp4X=XU|jr1%Cz&`U)ml{w$Vyo0l5#l_@R$nxiM;Qg`Frl-7WXHwvNv*Xcb|UuqMoj zVcnqvoR3#peZ-e8>fsa31H$uda*tt^bR9dvv!Tc|eCdMr(V!ud&yyqIumSIKfivLe zr?`1a4z1G^1D1~`tZ2-n0$DzHtNFNQ7OZYqMmdMAgAZuh3scUg5AaBvB7(LXq;G$) zxJZ1KxiydZ-YLSuZ{5w6XA5)bkKrXk+9@S=nClv#jQ;>O$oUnmwn(sR9yNUGY*GRx zl~zx*s_ZFpdloGlnvs8oWPv9$vyG7%*5zzsCK^tR(ZS|WazH;2?MAu0?*fO*zykuG zEp)^{y|A5UTV$i;m2fA`p`u1z!~CHwuFggd!}_MqpQ>9dLwqsNp}4zh#LUsY zgY~+YfugHl)A7Fx^3%)sPi+{$q|=gwa}E$by2vvsaq-`fmsrk0l8f|*GBPz+^J3=1 z^W)H*j!dURx5W09~{JamZdG0a`QJKr)1_YmhhKAT}ayg9Tg0g2~6$O*`sD=A{A(>|hPA)>1>4i|+^3kG(2*~wE?x3$reCbft> zK&ZcHXfgC)FWb*;k->yWa($6_H)qb&*Pd=yC@MuY6$C+JddCO$+m2Qp;XENpj|S;V zDXRP>FuNh`5n0GZ7NuM5E)hHzcu{>SK#2eJ~>*nD_~XrpPCPi=oN1)9B} zxk>NhJlq@}-C2*sk(ZN%PwBD-!}LW%E=UZ%Ga-v-?Qqn%y98I z0%WdAh+RpADA19n;q1a?6SYZXd_7l6jzO?jhTk3+^p(n;{z6{}3cV&T0=rCcD{}|v z&E7$j6b!|>t0Km`2w@VBn}-@-IoF3~E^+iNk=$;j@^Uk+`^eV4!iQOoI<(o3WX^=N zXo69>lpy%0E@4d2s$_x}u?;Fjp|ze!i(k~XJ`+5aSn`d(-q{dtk;yxcz0emn^1C0$ zT$`X~yQXz_#={Y~v_TWw>DZ)5`8Af+;Pq=JkJL)A4(P5ZNjFrk3v_k0|9{c6S}1o$!yq6 zm1Ty~OH!{@063+NUK->$sbpSbe8H(Av(V0|-Mo&GHsyLxKppL10PHmUxDX7}|11y1 zb7^J4pHXwg-CpB_wp~iV+=pA!nC0oTc zkvmC}BHov^#qYb6HJT%ckCp9rFLp6^=_w(pjWXt3^R|+#RL&~7;L23=L>v`c=oeZ= zEn|k-G3o{}CNl@s$Z?L}n-lPM{v7S@7HLMs$4z-#P)@GRLT?g$mT!61ICP8U1V#y* z_43ljDo-!dj*Z0OxePWm(cu{&WTCE_A{$V3Jhi8Z+K&;VOp$A-v7FpJ4+gXH-U#Xu zc>Qq$Lcym=vCJz3(8F}}>;zPy2Nl*FbC|O=DZ$3t4c+Ihxc$iA$s*%;f}GI&DfYIC zuAXZ_Aq`^yzfTT)ZlcZ@>J;i0xZR3D5{~*Jv!IFW45SJjZ#e!mb-ucm}w~g=S3;crn9%uvwgFri_JR+N_!^|**AEvs# zcTjPZHsbC#))4A}5GlYx)%RDm^)OIuvN7UucCX74WR|-k??vPnx3BJpyOTHW_VWZg zZsV|~XJF3$btxu8;GnwIYPo6ASrqq&P_2H z@MZIT=d|4@1}Wj0qH))L2Ss<>o956fDwMMgT%JAwM9Zxn7nE84XPc7G@P)N+58;w|H(?2N90L>_ZQ3>3NKJje zfz6uv-IP#hKyQ&FrW$j|LHbL?*Qd}3Wx!Ma_V08>phpw_m{bhwVAwCtOn0F!FSl)* zx?yn#1>S|#76aOS#d#l)(zL}l7LP$A&)7>^`B9l$+$Vz1T8oDv!=MBG~{duMdQrNKB9@>tVs`3sA>i9qp^mjS90K!k+(7 z3T}Fk&=kIh`ta>hObu-E+ECV4hhY~b2Je(0LV}GWQ}A|mr zJu@rqUDA?(z$m1XuQfF-E4FYYYFCWz_}9&eL0gG*r$Og1H1n`L z&Q5=AV|YnT=^&VMplqM+JH>j%62M*KkTfS+76u;!{qE@zJ$uY?Ky!wM!oX_P^^Jm( zitbTbemx7LoSB0s`?~#MT~kb5xnBStr*mV*FXwVQemz?vWk6psO)YCMz#cu>{LXgT zY4%be7hm34(D~8h7gaXg8%b%H4`CxZH@Y2%@yMfgyMRWalS$$(GPP8U$p(|S>%AuK zkfS}i;{K)p)d6!H6cb8gn}^v;$3xEA0M?o|mG++dTlYG~T`Gk`XA`xa;CbBy2G0G|%NDF2{ru9GvSrD#s~Ta&B+ z^b1M)A8Le~LLCKzZg!b6lynohdDM)Gzs4CAu;w5^@zo6U;=-3#RGO z_9bUxySempmnddZQ98~lve)r>2`3O>qME5*)YsY(jEAx08>vv?Rsd_*_+OQ$rn*}F zS&~_UOW|TZ$e$_S#29#*%c)y|(0)?(h)1}Z{oeh4TwQcuI~h+hX$w3)6Py{@3Lo9k z-l>>JI^TlG!^x733~4<)_@c7F&5n1f8iz6fDXZmZ1w8TIdH1suY%$B2YwCs4;$r2xIHFBpo-ka>4%3ldwNqJMqTdhH{_(C=i2g z-SX~96jeo=QSj+Pgq__(Qm0X|Bi^_N%sh_-oAUz-dkezHaom1sNIv_o{Jb;)(vA50 zN}|H#O_xxUsODNn(tb%hI6AWTn0&mO^@6uFAsxMcCd|*W5WITL7)@p?$AS*)_qk)J z-N{C?Cx&s+a$dUV3c+zq(xT|i775!Tuhem~o3zkWSXq#43tq`BMQ=j@5| zeGtmA+Om=@2D5K!NiDe=#Yqa4B|bq>)yZm8%eA7RAcvcA z7K|B9(PY>qU8iI>ceopq6Hla1sK95s`tp!{U{no6kKc*{$C;Ofv775PL?S>w`qhr`Np@3bfM!S2c! zSm*6yi2GIEu1(G3uvA3#Q)GvVXJnLfy9fhQX#(Ws9ZDclZ(AHt6%swBlskh5;k92J z=2(!MB!Km_`(H{lI|nkQExH?-Zk<}VnPW1orsPHC2Lj$U?aQfSPZ*7~xRi6joa*>I z_2)~iZiFx`T_$LCqthIYeMI8>lS4K;2HZFze(1oXTIjcB$AV(7_-+~EDY;NvPR|4; zn0Vd^%$R>a(TE-;VpRUV*ZZ5~8&YtQSYrAQz6JOI3QP+&(cdQy-@>AIZ&SXr6%iJJ z$KTuHAUTqC``6}4MtcDr5r7h$*Vi;w)(=7iSd%Vo+ED9aFiAo08>m_TbPZ5s#L}^c z+6w|;k}WamIsCvC-tTiGcfgEhCxQ)~j!&=Iq5kec`$PfL(+lyr+dZ%o9IN^To)g^*_ z*(GtyMs}M-=qHwX-$arrKk-bLu=F#_Urn_J?+fkY+dSq}#(=CYYhaw^z(X*F&rNAR zG;xFb53mPJ;iUPO39EzNQd}`LN?jtJ81#zZVNbC#3$Lul6+5XLe|%KH`eDd3RHQXL zvI-xiB7xU|vytwhL6dK|e*|Ir>l#WqJ9Bj}UK5d?2KMZzNuRKG#1aXzN==2g)8fNS zg;tywvM9G$wk}NL&R#@v-r0(on#dH%p?9FY=I(&-3YYTx`a^8$qN)PqFkR zVn5!norTQ*ohp-zQXG6C2B_EM9{2Dhu1&| z)_xCBZ#T)|mLyKg{(B;rn^YqXL9rbWR%F%)N;En3 z=gPj*mnsf5K{V62o1G{k0Cg4+I{VC63*3{8Rffg6Z=*_pGm zq-rKH$Dz$RHY^G{*9b_B$~kVR51YdU@8xhhq9;2@uQajB8!9wE&~Mb8hGq z&BpF-JEw>whsLoQ^*0FFj3b`d4r}hg6iBjldYhyUaR0L>z}b)0WbP4SejG!(Qhozp zk4f0iAS!BJ!pO)8Vf2J|SSxz{!;}2Mr`2d|cIM2s z>*K4zG)I!JjCx0K9`MFRvg%~TfOUM*)92d#K(hCfR!J)2*<1EoU56PRPUp8x&5RB-?Hg4R|W}3`gWP^ z$**XsF3*;ZL-rLsIJN-^u(-@MMWpbiO19>PY$r^)G+B*9`^VinnAqsf@9xhARV{4?n+ zjcO7Wv=yaANfPaMX-ssM+swiZ<08Suaup1PLIoR1$+V%c_PEF zQY=b0SRQIfx5X~(>`XdFi}$9A$mh#Xum#(=pVJbj%$3FFEu>k6G<`1uh-2nw714*& zpm6L=`pGHKDrgf=6UPWKUKLjVI`X9S1LsbX%3-UEhR-jV;^*G=H;-dygUpJ)COEv? z9%!)TnegO#%`uzClbC- z^_Fd**m?fqy1Odcw1vt~#O5h`(4J3dIeih}X_zC9?m^)YzBU(qpm@je@M`nkOK}Up zp5pRYQ%Na46X{m4?n`0OaMF!wXou=1Eo-!LiJFgXe>C$dv`Mz!5Sll2zJNKh|3=eX zOjgPAAeZVfRUv>;9@HyJbk9BAhuq)_A~E{|CkC=gF{}nkP<;J(x~S@uJRm_rbi1wN z2@3r4bbUFCu;_j(>m&EL=Tmmd)E0)x7KPo_ZwU%N8j!DbdtF=E^n(Ybd#f0bEn#4EU56fWoHNUh~v2>4e+smREvxW zVow)2X6;3jQ)5)pp;tX~0;&U5TOe1Ud-=WLwVx#_r7l5vbY%T*CxC{wbp_B~*crw9 zqEG+uQkL>vBoW>-GB7oB&p=McSEoSueQEs#!2+@s}_BU)xwXNv`>FirEUN?nnxLgWjPHS18%qc>w zY8tev%>>OrdRayFtq_eu^aLF*Mgol|)yy7|dke7iT56~nTtrm#6#Gim0ti8D9)eP| zclUP8b+6XL>>=xc(eq>;_BU{c?r2*zq6M63-dL#L=3(U)i*(PuT+b09!I6`@#Zw7- zWF;ib`=kSJ;Ub< zJ{$QbtC5~NUy&Dt#A@HFRWM=yOmBaW-2n_u*@b`aC6PTH-RQU|B8E4#e`0zFz zJ%<^U|7%wu&3U7SCXU>#s!ZO`0x@~wtzFGvved8;SMhpq#1dagh-e{(H>5h7Tk8F7 zV62R9Mmd_y@<7`moL3_`tpxW$K0M zJ09wj++oNU80q9OG|a6O{WUC=Nl|CG^iz4GFd&i7{+4Tj&OGO)$#`nw_Sa|gDJiP` z`P8{R$s<{~w`3lMn(v-3?vdQM23XLw9k6tBJ;|;33_V~5!8DblNkFck&m?EsoEau#lA{5jL27)GAfBoyG64S-x<#$!U=y#L3xUmUUDK8`<_kRLU}>x0zX> zj2)kQdPm&YQ+-@uS;NiIjw{GGiX&Fu<@iZaHkPms)U2-|jTO&BY&RqYmmB*v1%AU9 z`0-VY_r}uunsX4NcH$p}LOpoUOqMo4)r~Xygm$&Ste`zpJw{7a#T?HWBni& zZP7(5g8+y<3srB(2oX0h4z=&Yhgksjy$WeVbu)LU)IEE)h@1`3D|tbZn-TFD7sHm> zafB)VO&jN$KA*H!`z*u^yD=ZY38*aL5{YL%90Mg1BrTwyIf{QrxQ1j|9DaxgdE!-* z7vfpzgJ&%#cdv5!Po>1r{UfkRGIId7{q+jfnWt99PDF}>>gyc+iwka%@{Nw;*%+TX z3V}drDQVYMyb7s~JMxne;INkpH(hy?X2qS+11uwzy212GaM{`%cz6T`?$3JVM;V9Z zy4q>WM5DT$+VEKqN+4y@GhtgyoR+{F*-3Y4n+EO>?D5{5JZeV}l{X?KH1TMXJ%;}h z5(~QY_A91B-;R=NJ!jdQ3B*Ps&6TpoOoA6an(V1lnF5>2^bV3TD@rl({bI9Ay@6nr zzO;^0mEZUQz0uy+q$wTTBf_#oK=MVQ^#NwQODO|fSy1^9Z!4me zuFN4qctEg{6=jP(Q1&ZGN=vXw2hU z$DV`Qx24U~^+)>>{#bOEB|aXjS2xnzv9ClE!2CTEpy)>iQ<+3E3Ibl67lxgjmD-^)r7 zmB(so)NguEAt8Mw)%?_|JkMH&7C{tRvZ9IbhrPDEg(s&s;(q;=v&Ec-i|$#Z?fk2U z)DsE%Y$u+G?ylTm7Oe{kauoXcj7llvALNcUab_v6=&bSU0vaFLA|M3sWE*J zUK19VJH_mzS>(a{Tsuh~FkF)7t&>(n`LrS8#yl&dwK(6N{ zp38@z+Jw+g6lvSWOv}pQNZ_sChPbQ-RvS)_V(kP@9<$QteZvD8#~9I7?~Q=otbatf zkHiXPJxxstk0Y)CbEKjo72rOJ&gM0I2F_TjeP&R7ZHzK!7-F|w7$on>myJKdd_=7w zw{AD_Y7e-r0?oJA`J;vg35Cwa;Kq;_IwazI(T!-9XdkGAJjcJ@oCc8jhG|?HF0%Bd z9%fT~3C92ZZ^w4n(d?y)2?L137~-QQZrW-m4FPU(gY-Doc|b zAkZ}I^shK;$yIqDAkQ##=(Wd*5s;Mv!40Z_4Eksu?M>hLQV(i3Ijm9duq6eQ^fB6gv0(QkV%4OmA};I9dGB209&cwN&sEuHnT`Yvnn$* zgd!j05&nQc`#fZwEx=|VxY1N4CSYF1=jvI&-hti9UwxZMZzXJ%zO&e?9nsrm|{!CPxznErX!+Bz>#Y}sMoh5Jhav1u1hl&c# zTyw1~_XGaTR0JH!O=oJOaX7DgUPGnJaevs+3k4TzD=U5Y4RtTzzkXL*r4>NE2OULJ z-(8*YAwwpFz3IzVs-*Y}3@tYU_x;@iBxq7T4-O~-nBf+Y5ob;+McQ~j!dt>i)zC4? z21q4ftHNDwOipogHxHDpD{foQQ zS=6&hH|bY9*tRGnp2{^~SQX&^_rLHO4O+8%TtH2*pCBDlUl3z>hqy5&FN^g36&+X7 zV(*!KH7#j2R0^zmAD~xXSnJi!c<-dd5v~@3`?fWa*~ZolMYKHN2|>RW5nqn|(lJI3 zD6TvL*H+tL1o8%LEXfS*kv_KOo$m?0ow;kIQ8MBNYs;QP?|eWtjv{Nj;ZN6VmnRM| z>oxR(QJ!z)NbI$YaG8vBNN}%i&5MFXFT2`H9kbiJt>{90F9LN6%N8 zDhe?vf_cK3U{wLciV7Z*pW*llOB~7lU?q!)KVJCnsHDX;7E#wgVz6Z@L*6vEd(LV; ztlESC%10*&$!eyYxh$3=YN&FO5|KK&6_eNFkMOe``r4Y=%;3kI_?JrZ z|Kugg44~%W6y0Qgra+tvWWb>f)%33;>2yg?=3z+O@}W5M>}qWc;yS{QRLv?lKqdfmuJ(~iW{Qt(aJYl$xI_fkM{cYF1( z(&Ihq0vJL`OzZR8VYU?%E6VIUDaFMnDqV_V9O5jn@?-CKEDcLQ$3o81C@la3S&WGH zm`RVm2d77nRLOP?tLP5TFI{dE&IvOd@ zF6EqL<=(0mS=VKR5QK`1$%$rz)O2A)wzR+v9EwNyrl&N z#4xC&OY~U$D_q?rkx)sjA#RJTJGPSXYepr8IGlYsJNapSVY)5ZO+nwiZ8H8rg; zbO=}Vo_qkf4>oHbWT8*0ef+;&_o2!joneH4)Yp-}LSEd9;C9aNDy6p+bnLRbF9~))J1%}1*W{|>UK1@GrX8Yx1=^oI|6m=nxaFD|xKq&agQF};Rw`<` zl4LvL$lZM|g8$m)jTbAtf+^m|T_7qf{h%LHv)TKP+Bb^y9hqcfoU3l=c?>f>{q&Y% zQx{8XYz5$yWZsheexdYRhFDS_-WZK?sk!7hgaywADQ@MX&%xO%LQ0Tjo!75vvj6vCZN+BsY1Aa7)>BmHnJPB<(zVM! z8)P$9PJDp_8?kxWbR+>!-?Yf2y}~W=z}ny#ZGqYST4H^z^J4h5nf8#fv7zruD3! zq%;MI4BT8cR_FaXe=o%XNo^N16{JA}z4b*7WjNC3LNOnk+K3e3PC4%>r_}1}gz0ue zM@9N_cd1f)MQ0ak&RCLJl+QMOVciKxkA=>}x>{~8aF^`*XP2D)*z}7Z6!6w`SO$># zyw!e`Nif_+xBo3p)ywJ(m_zAqx^u9jH8_k=Z!#|JOR%`dL1NyMRXi=?&fcGhB_3NC zzVFqi=ja6^dH7nL2-;(8&3I_)VI_gY63AS1gAvKgf=K)zG=`n&QIRHom|P*IB{A9i zRKQT-wm`U8s|(e0!sNDr2BIAkX}walS(f_li~jfj@zj!ua~uTA8T^Em9yzXXXbwR3 zT>lzRi=bQoh_)^;tl{fEG+YUGiyG=Wu#QnjdpKb*aB=(VZjGt+8;y4%yWl(OVHBvb z(C#;I{K0Ilo$Y(7rfWreOgE`snYn|7Q_=wKHzszG=8SrQ8nIpHrUf=_@{ z{y-<0>N-FyLv(Q44x<$QUH}A9Mf|}3ir|$iGD%qzk~RWwlb#ne3H?f#IQ#NN*R?r; zCH~WpN>WX+s0b(xlQCh)h6|+eGN7vI8}mZ+2z{HxrFaX~;#&Nl@NhmnQ`t+!B><(? zX8H@wAc{vcZRCQpsUoLK&R+|^!;)blR9rv#jlXLE39%j>~??2l_!7K-ba8mjWQtrE+nO2z8S;yj>)KfvS zC{tGc|GIF-P^`oph6@=Hz*K9+MEWvOysrT(jNS~dfN_m5?^3=wzj&}KV4+2Cw%I6D$EX|U8FD~XWy&$k=YEN|%d9{5i z$aEP-r9Kng0JX;BSI`C7om%*JzIDpc<V8Jr|cLGm(2FTN z&xoZL{%@RLxS(4+hr*HY6gbkv3!N=f!vUiujDEi$-Ux9! zk2+g+&|FLvcX!IWazX)zE3bqN+Xx0HF#d;;%(~@YLK|pBkF<6P@Rxw3F2UPL`o?26 zCFKj*aG0Nx7GsHKv`82uwhxJY3SMg`o4CMvgW&I@paaIt#F=3k$)TFG-Q*+cjEzd# z$u@D2KofF1)F^+ceJC1u4D9@FnaYkw#B>3kQJKsio|O4oa(?j4FtgD9CVt>(Eh@h2 zlU*C3PJ51#biTVP?q7$UKT6a{3yV8Jd}l;WU<%aBX4u9|yJnIZd*%OD2!m4lYgE;i zsdz}PnfD!Cp#jCzJ>o-Y?St4T4f|G6cJyu8zH^z}L)#*igl7JF;gPGcZuo6}-*o5f zL!t>Mkefpnw(iTDKv@W)!kX(Lh^dq#oc9D2WB$OH&61@jIAf1O0h>`pZE@pyd1Oc{ zkL6_LE{H8qsT*duQ0b6dRHWH|=y=QE)ThQ5Gi%8A>(jW*h37`ie>luT!&Li8kZxwD zx3EReS|Vj_29VbOp!dqr;@=S7=5yh9)+d_18u3abxAZRTRL7eTl}$yRSAr+Tn>&bG zeX4M+-o0_BCuf3g!orK4C-+}gk!62$HQ2XrKRqhBm4hvnI_K3+FW-tWQZ@u4^`G%e zTP8Nz|FKk`W5RR5de&{%c8>z^m?B4!|JlXttd3RRG>dG?+!`2<;iTu7V_k=iSp1Ng z%Je>YrQ1mS#mz%zf+^uTPIo(vVjCnKIhyJ0K#~uB37gf_ZyOF<8!PCYSCKhep0LW-;ZbBWKahX>PFMf^_u7W#`1Y9UH0py4n z==htvej~X6?^u?=vDC!uAN1+8~xNgX(`kgM`{wh__AUuHDK&`uW0|T_}3%vFc6i->7M-@JbFkp zdEijV-CzZhWQx%6sFoI6IE_m-wx}ZZotN1vmhOH>Un!+mJ%-s^v4#<`%YoH<_x*w=-Yg3Y zA~3i(4}fd`M$0P@kJmJ`9;A7R$k;{*mrGEXL7|&gGTpvEyn=H7f`0q8bEnqOXm1X& zXg%F@N`+37RPTO3_g@%iP-0~e;ko>$a-~~{;Sq8z{HE3!7 zW?1BVyvo)WMxN}hqM#+3^K~d8*yl~v`NH^0$gnB@F9#hMy%tU`lFQjBLkR14{Cj$z z+p2k)ntN{<0r#53gnFu*+w;_S3v`okhYa8g(BJv)E#v=0kcH^qJ31>qez zA6b&26{-soMMV6Ae_t^ks?yqWhj#f5&y)y;m8WZH1twtfqZrGo!ChwSV%ct+y(cTJ z0YK_=y@8+Xu|EPN@pZI0Sb@yA7E;zUr${Kv5Yg@{2Z&70^zsIO{34O(0aA#!`Rckb zrTbTd)4JKWP=kowlV~d1&CA*9FTvEAHti z^TPriR`QqZ&VrS-dzQI4Rn0{}Tv`yPP_2xX#(;ZhUI_b>;pHFm^9V_3!;eWgV3@$p zBxKe@WuN$WUq0hswjZ~&J0gD~7F(I$kIf*}7Ce9OV7A+JuOL6m*WCWiKqmm?gL?mZ zhHr5m?7}L$Q-u?}sl#E-Q5dz|wsghDdK);7d@Lq(Hv+2q4b1oapjUM|K1l^7i~buT zvW6t0N&92mT~EUsizgJ~V`5HGb(G@RIF}Ejvxho61$UW3-BnT=-B2{g)Fu+R6u{<+ zJr80M@Dm3uzWPBb+53unU|}NaJ2gNLK1yYD8d*8^@Q>&?BhtY*OISMAvsaO#9#CAH`YvpAorrjxP!)bT zZf)87AzvIczC`!6GncG~37p}>apGDM8oJkUy7Yoy3MTSNd-;LA zr4InmiIdWf)#|+qdHR`+$dRr%2zUU6ILDbdt+a5*qoueMLQTlO=Ti6ZCR`{5bqn5%YJB-aEgZz;rbGu(xfNO)-N&)BcLo&Bx-D`=uvazVp< z3Qa!*C01Sm?-t`sFyMf`DH?x{TpwvdDMWpIQbYkT5%+MCd*JB}0XLt-woU355PRd< z`Q8oZycjzf5^G6{d4KC%i-^KzS9DJdJ{95g4hXSAawX7eDTnEYOZ_#}KWP;VlZ$B5hG871OmJJ{cF zI~ixcuk;Y>?9RoqOOvNA`Bm;G&#)gNf_YUk4|KsCT4loBPQ8qzr)Rt?MB^Z3YJMTm zE@Gj-fSgF$`ac>{mAh`qYb4)rdg<$Fte2G`0F>4~HG}Rm7-T!fP(Wme7#AxLzV&M~ zQ#Myvu*Eu<)Nk|%39o!jakk{v(AycSHF@hj6A98sVLwzho~50PQ}Tp#lQZ+VCH`-G zqn}J`yHrH&!HDZ2)dr?O#h;L4Ei+Jk49n%Wmff!e5d2AmsC}q$Bfka{23m@&mh!Tp zS^-}`rOBmYI|r9P(}Ngc&!?=`?ep#(h@UD%#`sIgiSj>>voE)PgfLiEr7!^&7HPJJ z>yL969P)INm}+LdEiZ@+2`|iM8Ge;bH(2NXXZaU`{X4Yb{LFwEHc~E+j1LcT}KBe~5 z^LSiUk~Ukj-S;&LC>E~Z!6%_3dMes{^I=td`ZhB38S-fh@cieBr7V)}g~ND(o(rV# z(nTQ(r=+UXe%>RT!Ztvsf7o;Y6R;epj2#XV>+4aAQbJ?YxzZkGRQMFzFlH5&xsFS* zbwa>SEDZ5U(}U{{xjsEL5Yme}oN0sO;vxAILn*l0yE{||Fixwi5dnIsCYwyA(**Do zw^?~WAcRYrU~?B>m=^ky@guy|NJaL2*25-th)evOb~*Tw4G3dJb4e3Jqv=f_ z8Dx4TwmHHMg9|u%VUohBgNT9J=H^MhKzxPM(H(~N=tAzJpnJ}F1H4tcEP?^w(-#3m;W|{Tr{M&zIyy7ZAGYK?tCoU5ZOxKzR5>RFl?= zyd)){R4)yGXdCigyGTZ7;#!KMr!0=~MVdZ1@EmspzTyFoQYJ+jY!P!zi=7|M7G=zRb3*UID4hIK|tksRP`B5XHPHy_NKgI~^^JGTEIvsWcVo99c;Nff z(3>vkVLg|d1I&9~fk4~>@;cqziKzU+W5R3^P{CXyYv@fayv8{Dsf+&jy)~^?jFF;# zct$5cW%vAVGbd@?)P#TY&-95>&#XI6+!#>JO*{qD1?6V=w6wr8;C_h~3WPY+JdF!} z=5{KMsfxF7GbNYElO#9Nuon@!U|dd|mR|dS_a}#<5Vwtewb?v$GcHiFi41^YOVd8} zFW+KTnt_2)6!1T@ICC-WdQt%HfG;0{zxu8%Q6HEH?((O9062<*+e=F14Jl^l0@{gB z`yLG+`!l7M{;U0_R^Q}XYg&k2+3#|#1K6-ZN64$Qh{wJ95~B=4=k}>=awv_tlvHKr zwr|Ax(Z7~krtf#s_Mu*_-axU(wD5cHpTt}tG9xX=6rFP2i>ox zXsTc4SR!F=2P0-EDR1SkK=(h6Pin93A{i%?dQgjnx{D9;=55ylq{MP1$otwIMy`e{ zmq2#yyQ3%X=`{6Kxqq;nK~&l#-i)&O1h)?iWNAxtzwj_;dz_4$V(g!fGk?;zFoq-( z2}E_f<)6&)-mdPcPW&8DxDo2=4rIu}Vc23)wu3CI-s7IqPzjQ%$2IYVT8NNrw4c|< zyU1r;<#Hr4CEA)^*IE&1ZZRO}p zUt1)ui^9n@@kT+65vXiHWgg{B)9aB7H`!KQD==LniZC>iRaF&qiONEkNy*vXuP*(z zJ>f=%0BT?FH-!&h)y&-!NX^Lp#Zi8mNu~6#va7N9b-t5KVP15mNStj6o>C_TlR1n5 zR^A+9=&p=pM3(mT0FFlhVyW(mLmyASs0*YvI6>~(gL z=%!1uF0Kcsz!$h@O(HfRO--qk4@;gG(N@Q|SUo4Bys#5+{x_b{B^}9^q3BHd{8Iup zoXlm1`Jtsrt^sh>U?*Y&GqJJ$_-=u~cP`8Cl=g^QP=#zY^~x$}Ux_EW>GImSXe4Qe zCYUe6hU@eVq4yJpNyj$p(!M=6v0#CHP~PE7LJKnXkL3|@U==g-H-~b*+8Umg>VK9 z)){(ep;)}*{u7}tO8&7eOynA)lMzzH;GY*LwzT#7q1My+DJB}xQm!9pjnCQ@z56cT zeQg~>x>cDp_3D_)_AMn|@2N;6?9m>&Xw2?H?SndHt`fW;Mwbges>I#AnOBw?(s7W# zwi}1WJ8)}NVmE|Z=L9iSWlNKsyf2A~L4l)l+&DZw56zJW=z1Z?O5e>Hh;EDH#KnE> zLyK9qafgC_NeUkW$$8_xT*^A0dzqX*{LDZ5@)XqexuV0HQhyW1ly22t5u^-+8`WF( zfbSxaQN=SSlVceT#eZ&hffdvsGperF%IS8(7NwPZ88n}0X{HoQgsUCZt*j_EFRsBM zdW$=QYLs$-hz>SXu;P*zrDe?CN%P6d#`=jE+Xs&7Wks$JuWp0t9C2EQ8Id?OEE0LAW*~X$DLy;3}3-ZoFGAveQb&|hv3q($jScOF@w|Y$a7e} zp>&w{Fc?n;9pf6{%`X+PD~F&N30`r75ZWt?BTXkubvmhOWWbRH_ekZTRJLOX_^|JG zA2B7t?eIpH&jVVidIflLH%CSnOyln4K^14#2c+nb zw%`c0<+3}q#lat%=koZ;fM^5@$11Vqd_$TYu%JU@aQYNAc#<>gp-MY z8WBx*4E`wa@s=gk^^;{6aaxdVl7t(y)e4k)QU?3Ovr^V4F7bCw;8)haaxOS5-6c$e zm)i@Ow)?Py-RQ6#6j$H10TvJRgm%k=ur!qX8ZFR40jqyL%aVWuDob9tXqlPn`ecuv zz?T;^zWRXC ztt2dX5N91&q3((}?wTyZfa7COTt>sY0~=9|LNsVnknWUo=hrGOX(g5}-<6JWkkq36 zfe10-DGIU)3)~fjfsf+cTS4wOqCBWvr%1|JNR>%H%BnyXQeHfpgFUMTNdQ5FHRw0+2lR^JWWQj4`H{KjE|f!{WJB0K+2)Wq6`bt$ljf&G6NoB zm@`vvebXRk#R>-(kQIgG%_r=stK^Do#f?JMmSuvDVWF9Cn()Q-8OgY*U?RoQ(e5Is zjiJh!`ffIa_@HiAB#%^eMsV^M*L*DZ;eh3xAKog#0K+z$lVt>YHP1WSYXJkY;cRztK50!} zIk*sdDE^7cZiw_gEQr3m7wV|bI=qIf0Hk#2axfUPNs?pj>uynV?3FP8P`D!6_hVJF zEJ$V=;dVO#s)`N9m0F+opbv_|7gsZwKki96le=U4b)r0v1^*Ir6E_eeFK+lAjdq=pdKRm;xCH$~y(rMfVM86F0_+!^ z^mEeG=WvbAJkjCQidBBv=mFzGZzsb0nHtCAD8qj;yA_ekpbYI9vEI||l!LugG>-j+ zW{E#mvLECC|8|Y@v>N{gRX-j}{>&?2q@o2TQu)*CiQ_0FSn zz>8Afe<<%eBfa@|g4(~FWRzKV?@6!v4s~caroa$za$WM3+N_z`1I~IeWd#Y@qn`Kb zrk+1BiSz?3{KP?LFuGfDQq?nv3e~A8;F@_ZGZ{=nva@Q35z^j0x6=`d>K=ZHUx72< zF}uq+nZ`s?WhR;th<7pc#nI0tSCi&9PY9&a$mO|!nJ zS;sa?jS}}8Lz3D=CTZwWPn`2>zq=Ts-Cz8P?ocSSL7z=K6JCi=G|zV&ckuX2UL*(b zMU5yqGq;=~u@AbaYbxzLeE`wAkREbL{p9hm+tQ%xko#noJowXL+Fa2hotgM4AG$h%N>*_gVJAVRsT^EED@DtHp_&e>9;a7Wgq{xNa=Sow9t+9jctvYTw(+1pKZP;|&F zqqahIT;Wx*u6*z%3V-2-D~}ICeFhScXztK+OzE86>gy1;y!!CGT`Pa~A4I|!*=RG5 zgjF`zXYb5a-IdyfVpgR!VSwdVn=9purLItEx5+RczahZjH);j)+SSGpU-$+snFgqM z?F4 zkrd}W-9Mf3ksUb|djaS?75zkGVZsylwS-aeaj^f%1CX;v9z>~8gXy3TBfJNT`)puj z;7zjo?}gBrA>0=TFugqg!nVfhqzhvH_eM4lEk~=6xhTTPu4~z=3}qCcF3h}gfk7S> z6r7Di(IJq@+xF716_%_v^**ogkstSyOinwN?Yd-ead-dc!~urnUOkI9i@ON>Wy)3{ z&b4)-vuZCBbTk%aGaX8||HfyfxY3}oPDXHKuMU!D@yktx%IZ#TMW{f04cez0=EZ`? z`U!_Fxms0=bxn@AN!IO#T^B~SZM4e)m*bWyc6C44UkK%sXk#a6!kCMfacmrZmG5$! zwPbxTnX?cPlY##{5VzNK(?_hsK>GyE4UXO(m#6J)aDA?Z?)Dbvd?1MWm)%LOw`bL> z-lcjV@+J_&^S=QK+4qL=xDeN}BK{T}MXPpe$l`z;a1Ptjx`{|6@KBsI;QsDv^?c0t zb#OxYN@W9@T{9EX90_gE4VxrXDLvsMCqze@3(~1@mv9ld^dpVT+&dca&P$k{Tyjo9 zKR7WVT5Z=*?R)d|5{dMQHqD;hh3oBU=!Z3nOUKn&e-I1RLZCG5$yJIbD6C*k7ORq; zRLOilAqyHJZ0_3~-lmV%gIsa4?0;4Ko8&R@jkUZTK>$3`+eUe3W|RPFT#-T5_ur)q7Z`}`)DjKg!x zlqU`egHZ<=BN!^NbeKn2yEKxg`Wg{!a_F17|CX!a?Vw!SC7a=|gkw(!km5qV)jDi!u5tE(Z)9N}|=tR4~4M>^f4zztnG<)105k(XgVO zUle@^@-hBJu4NXTltxfG55u)`(O)g(P?5O9DArl?5-oJ)7Pls`dZEgdY`jqI{r=E^ z@jhP!=Z~}q%ZwE>LA)3A=)I7@G*}@-u!aFQMN~_pU721hU#py{(UnR5nI&``7P@Fc zTw3Zsx#Iy`A&vD(1TyacQwDM!bw3m)Itvj)B5PsHcPK!%qS`MIX82XC^5=_YnlK>o zoY)XtVB0njQ-$u7e(lptg!+HRo%=Aj0`r7RtME*xXYNxU*2A`rcA=&VHIgtMC<(f5 zu(SZjL0O<|awr~R6|4KhQ>S{P;S-^N3R-thTmCX z>90Hm+-{E6%R_y9RpaOYz#+sw;GGWh=ri3Ifm}Gop%I#)KeqZn!nAA)4Q_@Q4-uU3 z7#j7s*`;B2Wlm~6DfUVJno=keZ-!Rv88v<-!ft6mHy*V8kiOa%iDO!@bGxZi9uzVy zwWK%55lTLDZoDj21H*VRU~nj^%O%HZ`5>L}F-_HqR*U||A1e+Bk~BLgNvWq${j8a< z7H|VJfr|TxGH=g6({g(X)}e*&YJpOt5u3ikj*?|Pl%s3?>9?FYA&^IcmwIXxFeQ>5 znJP6}Xr%Ypm)=t+mb5O3^`)~e`I^w+nVH8dmQmrPb`Oq9YW zHPoi`^=u#0>Wq)C;s1X>k@g@N)NwEPmxgs#$W`D0z) ztr^Od9VYrw1V~ZhCZG7XR-YBZEXzg?Za{3WBEw``org$Ru2n(72>DWfPDqh1z?#MOjB zsmN+^uig5-rm1V*)9T!FiLE&JZ0PEBa?s=G_qYwTUy$CCNyV)xoskm}s&OM_ilfeZN1&v=udPFGY{f!n9oIpS7T7oO!10 z(Fm>@_h?{gTJ{25D~_XRopq>F5?AF^Y|ua!=ZD@7(C)J1A~e7=!ka!4WyY{2phUL7 z)KMR5ZEi6wu;d0ogv<}!FZq+;d%qsWf3X-dco+LQ!MCCi-Gw}6+ve*S4cG8nhsh{s<4iF(G5DY*fWW0sb z?I8o$tsH`)KQE27P}kk8Yh@0JNca{P87)fc3C0cP9HBN!Ay%;Ydf2Yh`7YPJO;vFx2B?D`FWYFPl1K_ZozBJ9$XjL zYG<|DlpBuE6(cvpL}O6>p;Z%L=-bW-#paS@(|<#Me#| z<6mEUs+e;rTgLBpEH_@<>B%H=mgkC{TYtpA&MM1Q-)5C?l9U=2MM^9RQXxHsBuVqg zU84wDl75wWsQIeo8_XeDB4MF{s7pp#y?kG-3H%BSiK?Rq$q3=!rQB6BCv4{^G48v7 zhn{Fx#%)ql#6tXkU@vr3wLVb>_50uCAA!SM(k$cqoN9EWr<3#~Sr75>2QbCfE7kfB zd+yHatzba?n}AQDK;o8)NF_L6Tpw(5X(SXzGIV)Pxt430t1vSa-H&;DGX9geaE~Z& zD{TID&&4j~HZQIiUkor`YTZ;`LaRIi*8o(wih|4Ak_ZE9&yiIx zXay0q{ywOkm9Yg<84LQcI^}um;|W24KALA~V2m*)(`m8NYKZubM(M2{^w7SOX;lp= z)$LJcE85!KNza63-Ps;dqbLM#faKAG){E4+W(ZyPpV~I}q;uXVxJiFYdddY97IYT| zzguNvm+<=ypKTF6lsht5pgjuYv&SyMRoRDUf(zp5-6d5+scFcR{+uMbf#WJ~EdM%tM9^nI6wLw-f8W_93qp4@X> zI9Si5#ev7H#+Bg=^lfRO-}QVE(=&#Fz>@NhvS=U)?EvqEH| z%dj0yWeUT@=7T*Kn%{PG`j;0(+5+*EN$S=I|HCq%Y@Jxsk-=(FP!l!WpdEYfU=g&p zq%v#`DZ*^kcN*om-0?C4F;rw-jqNPm-}Ma%hOBxm)BAY#=b=a;Eg2W9?_g9(Q_k2f z7Jl^voRm z*Wb$nh+%WSPIuwbK|WYWXLhg&F$8@da9b2=nbp7pniVX6nh#J$H;E6GvZ1qd7r39` zap@3TC8L7Q#rM(ZW@H|Qo))-kp9Om9{cN^HG1F6eP+})|8KJI07@j~vcQ(JnVMr2I zYNUVp_sQl_oRS=?tFp}P^#+$|a;h21N%P9yxwF(^>8=Kc+#?})pm~80E(#fkP~U!| z@(Wdv-`yTcJq4z`$n}A=qX^;x(WpTzgsdISg9v;rxF5P2h5j+TBLTuxYU_X1ZGt)i z>G7XBL?$@xL@%K{8X0Ma6()R&>N%EDpjtaQgXo>Em^4j^s<$aFc&I%(__r*lWS|LBttsQ!9##J)%x0dNeNEZxidRPpJ* z{q8O)2yW#1qee033l$fYuT zt(LVtncIZ$>n&*}Gx_sq!D{!$?>2-clqBJ3$r535P|CAOrzxs9btaCF6PYkg@29+# z6GW%mI#;%2_R5h)OVtX&#P&lp0O4;(!J=WBKgew!_}2t)9(W|JV=dTU@;2BFtHjqp zVU)e~_lhmPL!D?S0>sf`2DUvs9-NX7#=-Dx{j&X#FwE50Jq1v7Y@;!JOSBfncp_A} z?e5xkI(sbW7*T&VNB-E_a?(sSf%oyL$C-}0unA3dNG%xccAmvX*f*EUU>&0}7Bal4 zts?3bY%#IUx!>D;CwU&9Ca|S=U=^KP_mvsI@tErZi0;84KpRXwm;sW*e-40Kmhhu4 zm*X7t4#_=&iHP7Ksg2T?_3?EqyBuIoSyk>d3Jt zatfSpAu(#lt7UUyhaV7fZlVcdRR;XU(%j%17%KUlN{T(|<;RUrqv-t_Ni2|9{h*^= zC_BGF^9C#1qniHr30lb&K$Bp>JTckIvK40NxM)eg--JW1q@MVan@VSK9tQ}Lb`5)* z^)aR>av;S5F2hA3r{h4|3|uAm`3{BIUCBxyQX$XGcE2;LT@WwHx69Gip$BD3UkeZ# z6MJP>Fq#mMwA*T4zp4MyowV`E=26;{0}em3A+Ty)`0F1i$=;-dZLX4$w)NlEu8KtB zyN7PdGObE~%)A|_af-K2cKa=Y3sxZ-|H+%h(0tnD0aI{tGu7g)dQZVOV6fgCgg;rE z>fDyh#Jy^7Oe2TFog15o##y*_!i+8yS9b;P{T?xecsCHEMOGUQnTi%xk`!hhoxQSN zvb}}X&Vkr_+|*+;pH(qVFx~ElPhk&Xgz-{D=!=EEeo~#lM-Ir-!jI#BYq?D%N#BU z{z}bV=U3D2Ti?cG8`Y!!MOiak<{u63PWAgSW?N#?#H!lT1P4~}%u~B4TfARx>5@=Q zn~-*=QA!_#U2t-R?6I3RL}2;G#zwM*enaY*MFu}csqYwHY)MLRiuvAN`nk*1vc%c7 z^|NXuvmD5u7*4hMg(?%G!6;6bIpVanNT9!VRM=bkoI5G7))Y}G5$G&}br!*z#Tc(Pb9pqd;g}(>=GjgejD;+MUp2QzPi(J=%d5608Sf=M%(=VFXeYZ<) zdF4~d{+e%pC`-h{^eOBoz}|4O=r@~Jh1j*;ghzJfhV1OIHAHtab@8aNMc+UP&->Qn|;H6VT0{&ywN60#L+IuX&=sr(ZBDV*gS?!2!Kizpj z*pt7Llw=WxjMNM6`^TT_XuJ|C2zJ3{u^oal5Qb+FBg?=bmMwUm%Uf}9QU|YHn`SK1 z0sHUP-a6-0qG#?^^f>+W3PVaB`1^DmhOQiF2Zf@NNU7Dv2*~%n>6|MkJ zK(N18Q|yhX9L-uLimW)D8yWGACtbH*%gKz;Bqz^|N^qX0x{OC%d)zr$!!SRKZ(VitFL`SUsCWPrs0qUlxjS3G=Z#{!S>6Pyy)|+9Ywu8l>zf2IaK9TbWlos#57MC%-6Gx_edCl;inQ4pOL2V~ zrS%BLhh&7t?V(Ci7H@{@$8#}{{5x)_OI*I|*j$P(wSzzrhvZRXjNd)C=L4LCN7F^M zNNp{@(_J{%iuSRBCEe=_XG4%K^>n8i;klPL-P^FdfiZPhQbHRvj+;kO(WL!{#~5_0 z_+CCl(u)s;gy70lNAv!WL*jMC0%bvqTL^$03H#aw8W%ZguI* zkeVsj{vjIKA8&}Sv=;B-y2w*he)s0aV#qgTuoROp&QeoG3dX28$#5ZgaEC~#GSLa= zP=9W*=;D7q17V02)ZH%|>``Y9_(nZCaKS)Ihjf-7YYbZBS=rUj99owsYkiAcU^bN7 zHXwRA9WhHP=$EuvpA}gnQoi+dwa{AhOg>7cJKUu9b2>Xfvk}eA+CdcUn~$o9%WaI? z6LqG4{F7{1tk4i2DOc0~DYkWRg|mTJvb)F22Z(a`yG)PpAZ&swI9T*h^!1ac67uL9b1lZ;2njWq2l4*2>8y9tWM>koVh09TaK|a9tj|U9hu)-KF!Gf zT1ot!ueZ5d<+|&{k4)qc^ASf5XU%GjMxk+u33%|rM_pY_ZC{(l3 zcH!aaQBjhtlT})MFL!xzU##(mjCp?+zDS;-=rtt5{vr&GCXGWtVu437UR%}s=!y`m ztb&QWTfvu5CoPSq?Rvu<_e-4H7x)@Tj;2oGche;GT;NoP5co^-qB|-tR-zZZdOKx$ zli?D#8R+gNXe-~=Lh|w5v^MrqX|$gUw^Szam<_rFry;iSAEgK`Kdxyo(q5WS zEItv)W<2QyUSk-Bq{+G_NGZ#>IEq%TVQ%GZqABOc5gC0f_)1m@jM#lG4QQs8$GsTv{viMhAnt zC>Pnzw5aTIrY={#a#vRbyo3wWbx91O$)rOi@VYYV%Au|&?oMq7-!4J3!VrZCAH}C+ zjJW|34s!CWU5Q44#o6vb82U5S^BtPf6sP__-c0eOlYYK){674luSFBdAR=%yykNd~%!PRiSs=*-abwm&U$m9ie6*0Y$r$hxnKFlM z9ZB{np^<`j_D3F?Vs}ZYc7_9~+Y96{*f;5N#hKAf+EALP`DK>o)5tLsw6Dl$YWMnx zIT~;HG&O3PO$Crn-^aKlb9Si!;ZcBun%bPKp<^Xe?*4yRe1IHTym05(;U1^*_DLCN zolEPO7-5e$Z*C9~pPAOFUAn{N4{%r0q`CD`^8`7p-4y{c#EQ$~Ar0j?pwuRBBdZF12UA z*kxFArIM4}ZM0oNIPt4|Q2T_U53Y3?TtxPwIM!>&s1j{UOK;t_iu%vX?`zhIrcG$B zQ3c7Sf!ymkobK1<7lnGHdjbDQXNBl%b!^iZU@2_d?Yf1fUS0}ut9Nf5iI(WH-|*&Y-c+d?zNS7FiqOr-o!RMQMGj-u(SDTSNT zcYizx@)iMM4`Y<zhf+F81D9V~bcK7` z9e*r*5{;I0Wv#I2$nBu;aq}8)W&3M7XIS}}BkG|GCJ9&*kt*(-8lwf(8)Lad3z2?8 zR-JFawzDXXHq5Q|%QxQP*N}lmE;k0$gSz3A`IxSKl{tP*ntX|((<5RG3jy0(82F=u z2?tSL501~^XD@X}=@4L~gOp!6JAQjmmAY;G`OzP{uLsd4_U`}BR>Xc0qRlIhj7^Du zqf>ATlBIGZ98zRi*YS2F4*Au%SW8&ascWOayeh!o{Dca%lj%SSit)aAG&n_5o=cx0Ot)AuQ9=p;kfka6PbDNlg)Ojz%UMNW<;{|iQI za6god?K*psQEO`si!%kWsx=ek1Q~>$>#&j%Xa%X_ZhKEBr77cvfw|PrYAI~ZT)5uh=3Vst-2;M>5XE;R&$hkI{LzjxzSLO)7 z+Ym|=>op^3Y{XoF) zZg!{Z-G)L^+$1W*6a9kR_RAB%sGIy#-a}Dlyq;XBtmN1RBj!%SepJi9;%_Xu!hPd* zP`nfw7)wB|*F?I7ec84qY@4wo}j?L24wMKb&mJF<*@-@(v*fF z_h&eMQ;Uf(L98iMO{?TD6hQ#`Gk#R$9bcz%mulO+F-3kcpz|bH6>|_#MgwBit022> zFYAy@*euo-MhfF3x7|Q;vn`>B10j%a2 zh4*|-mzChL*^QeC4+Mljf~D{~#8zo4jiRPi+_bj#iH6$mCbLo1j0eE<)muWF5n8U;D%j&Eg6Y==u!pd<<3^4L&s_;`q+}?zLL4(Q1A#kav+3lqK?I z!~B{5`(phX;Q1)!9~CpHE_xg_fiO*Hwcy#6TMEu@nXVA(ABP6Cu?EkH)+Ar0-mUc2>Wkj&qK z$mNBok>q~~v)yW6=@`izD_0U<;z66sBDsUi0MaM0j}E4xW#hJGWWMf`0xcdr*=)b5 zmZd?DE-e=1d(g%2p9a3vWpwOC5k8JtGWkm=Q$Iaq-ulxMv8olHJLVuR>d&g}wnU#> zKn$Zr5R0Ru)D)#ZQCY{2=Q?x-@Bgb2CYek8EAJXxjgwhhEzgTSYZM>?=0!w}>dQ!x z1D&BG?6Tv5Hw3~&K;oRM29f^l&@SwfbL`mcnTfZv-CxMVLG?T zFpRasO1d%G&(P*hE)-{;5}_sVMq3BBM>nlNvmi&)V$SUJA3@%wN0*EYl^pp0Hy6$XQ5>C8WfYmYEe3PquUix|6n9=ihtY= zuvSZebkFRy3QI*7Z$SG25~P<@NGO{yAB_ZYvAQTD(%(I>{HS%s4WnF*keJ zveJSuPtDNR6HbAmYrM_;EJE+Fk|RxvG5W-R7O9MQ*eUqsVKL$SrAecGbky7y2k%sB=MAp%oSHCZC6DI5E14>kVxyHtWkS1U^^2q!5nzyNd5)bXeMncCHjKa-p_ZXD zLdVUsbMiLz-MIXuSBDZy?$eqXTa-)v`Jk(K9+~ADD$IgG=j`EIrN1X=N4)ujgeMuE zNQtE?xZ&1wB{dy}(Pv~%9YCUrbsA3tnx~L#eKt+Ij;2nVLqVPtHy3&9M@RJTY{&C> zZ>AyxWUoYW;7W5hYm@U3%RCo^P$*&;o|8#@(75+Z8h#u*>wKr}Y;803(wBc5v5)V)bed&HEo?7sJy3<}4Uq@uL^v#bFw7xsMO(vCGwVw%^(Ufj8tAs##-?54LW2HV2MDMz#*;jX+l>8%U+ z;Ma9;yxS@4tby3E2{yEIW2&h&x7m2QdA%>r{lY(9r7i&Kk`*eCE`gk3J-E4UEWmd{ zCrd}M3vUQ|QNzgbZT{u!mLKd>*LiP3mX{@3mNDVU4urQO&X^%G;E5`iY}ufM5#B0& zJ8zO&Co6cB_~;f`TK4QKrMIxWS)C2Jcu3HSTQUSn(P}`$@Gh32@pIVxnw9Us!|;Dl zr&UM28~a0fbJJ7EML;nq?JuOxqeoZZE}Y(X3AABgP}|Saxa!fvvTo37Q-DE~*isFe z%9^_BskIG<+&1`vzEA>rj{;4zCg$>?q^J)WBYN5xfO5a;A-s~zvz=CeWN#WqUDf?w z?xNO^XPP0NUK24K7I>&y?=zudPe*AQTr-%Zhi>4oK{IQANSwGe8FU9JjW)Z6w-or? z`}k&?H6lfN_wVh{QijOmNrW`DA}m0n86nTJxD_d4?~yWhTvmN8<&rbPr;YhxwQO&n zei+?)QzB&K9Upez56Hs$pN$?IY^%@-sdXJ6&C7Kp`;}dx-W&@QaxoyK6VvXQMmNF(gP`3_n`#yp{pYM&!Bd_j*|kxS*3*y-yk6y;wMo)@-4cHGhy4 zt~XWx&#m>PUco@Y%XVDakS$PBclQ7&<4uoW%&z|c+Be#E!?0dA_iA>biqv~*K?G^R zL-<@z82i#`UI*|o@)5`rTL6vOQg@|6VK!6V9#`SFA)&n> zC?!{J>@nQHi2kx!ARk|U@~#OjwlQ5V@Y2GC3z>$X&cFypG9Q6I!&JMsGe0LnfQX)l6YPue9tOmsC(+~oD&bRvtp7SDmzq=D^qwQtm*IU}?Z2Ut! zgoBn*M0ZSGJiP}V9F~wPFDd{|#OqVl={K$%vQa0UH9C9_+-{Ri6@kB+5$&HNFd`%l zPsZcmbYA|kQdaM~+_JaBa|u<#32Is+GBAJA7ypDmOC}Y}|s%ow6WNchDHmx2flp2ForYVW7 zdSBztHK>)49%8!aL{+w>QL;9#s&z4TlZMh7?)#MJ+KiYNR!3fHX z;TFmYsHPg8tq}ZL3*`6KrBM(VwI&x_pvuWe2I@0?1GlL0q9wN1J$#YT&m5EW==HPz z?9#O0YY$UOUeJ!mo+cf(S?klV$pWX@QrPAUPVskh0`#jb|A|&38@{v+jM%W~9~7AJ zsw(*QeXI5iPJrfB-uf~wAR}`tTAb_YWV#u8t&g3?X@&l>6lUI`5m=dI@}3-ZCE^uh z;G{^>GqL4bO-Rm5pHwEz(6jecGf=L%Ai}?NPU(_Id)nxPNmz4E%Z~Qc0(CoNtGjmD z{{K%-*?9v|Eiw%Fi{v$gy@(qZIhkVMupC<-ljtTGthZ3v0VIR7&zT|n`)4}~!^Gvq zG|t4uqW>>!nHO+8Q^ZO{r3}FzH-aV-Z^`N~+t{)Q^UALc38x&UiW!5y=ubkk`NP!V z3Z@42w7Z!Q@J^g1Z>1|haepKDhrJ}x2DY&0={4&G;QCZ2ei-ouB4vP;{!{xL8Yu;o zhv!+(OxcGTm|ShPXf%eNS9JM*DjG^Oin7`(<_}k=W2#2}pY{D{WCs$Glsf_8d&*P) zfIb;PyamV`YHY?IYn_XcOebQNEnDCg!bQBCQP0A~}j{)Dp zL_lFD&$qpCahp1pQO|D6#Rgd(l1kE_Gec?TgM?ac4~fa`#9AXI$JlHP@c*_-PYS^7 z1BDCpYFl1JBIwQkRsZxK$DdG@vN;&DQAKEnZ2m$XM8jWua)CwJnv5#-asO-w)ico2 zqg|Qm7K2NTjAk@f@l`&WwL_&!G@c$lUfF8{Bu-@!iXhW-prL7x^W>LNs%A4xK+axf z(_%@B7>R`?-ePlbIB#f>7!m`M>-_*^bzym5<>>D({4>*wBzZt;@TH95xbW$KDCuaW z$_tLOJJJkHRfv*V5p?68a4WwvB_ohq_&P*UlETg#CC;oZtVA%rP|sG*dPu z?S5a$cSt!udw4PB*%7((Ps|!?`r$Jrh3|=ed-46B6NgrH>>CJiGBL z8j;SV(WH~weo@v`1VkXY3oDK71*mnCCtvecFSE7Vr91aE-Zf<%$$XkB+d`t$H-~jZ zM1?Nn!V_5$8MaY#x|~9?CGp4 zeQwOciL+LA%fLY9woLJ`=%&R#lR-#a7S!nEkxA1N?vjVA)4U4c>9}atxy`C#I>5pF^j1>{W-cHaIR<+{=Clm=qc2SP(vz)=Dn1iLLYnQnKL- zm+jrBY?tos)5){I6%&5&BHI}mo{2)D!kdE_0{5al`j2}E`AKtLwmcWcBbyX3RA4QE z`vq@nht|f(6c!l%W(-D38cY_xKpw-b)dWLAKp){t@QCe3d0yJQa1!x&sO}gwk_!Al zSHKDd=en|bA1l->@rYcpR4AmY99*9P@)kgyH!~`vx`@f1hd0Ft_nQ;zC4HV;p@>mk z&v)9tOVK>fhPn2a=5^C2AUyC*x6d9lijOyw>;Tj{7tG%mg#F_xZU}4kqLG`6N0tHs zF2y^=NNwTPUP#smNu9fR8W9ozn+`h?>x~s0aW$)v+>K|oy|h}$^#Rzr zRhmeb3{T`c=qsq&nvPtK-=)gVW(j8qNs+jcEz6d(i_Xwxl2g~PkT1%)zfssY?9)xp z=>%9(ewiu7vtEy#!LM2OG-`pNU;*2GzAkd!Ij_!m9Y;xuR`X7*{VI1|$pJ=Vf{$WR zOOvQaDO)C3BwH<6Mse9;3@{n!h#O)2+jtA-2}VFB?uZ8*Xevm+Wq|;9VtBqUSAcDB z>boE}cyAlinXB zcc>96F*P7`L+|o!(D(PbvG7SwBrjHe90y{oxP(UL#bE@jfjXzYnA5d!E|u7Qu}%hR z{c;m3H*o(|2!SyYat1WLOHQXSyV?gXK+DrmL{n z6$LhpUlCB<;I_qahCnL!@p1LmkgwC1&S@qZF6X$8jas<2)t$=|n2rV{VMv&--%1S<@AG zKS8NaqN4zM9*d++$N(syMsG_y%O(D6sSUc55DP*Ey8om4)FMPIs__F#<)URL`WfBi zz|H#M2H8AXU@bqX`o3O&Cl#sh=dsHIRuknikwRn3#{bAT(2V?3oEor&N?Uv*d|)(R z{F@f*q1TpU$|`OP=h*wQ9e!D zgQ<#dL=?#s#HbqP*1M}g2JXYbs_Lr(+pC)?n{(8IzIyFvxpn=2r$?k&z%30h`b$_h z8=4;C8A)2^bi^_sJty1Fv8*c7sEw@-n5f3DqG9==gGKiHDqP*7pE=C&g?zu|af~%O z4|;DdfpT1m07_M4Q?=mgz>hi#Juj0sk5qXfK#=ET}%l_T1WqGlRhEv^feg|*te^>id}6IopNJ9AzqDS;=M`~;|cWl z*&w6hXelviJ%BLs+wOUM=gipq;R<~aOB$iEa=N#ILd;&78sQva2A>Kc>nylHXAW=N!gy z;+=mZvJ&5|D*I7TV=A8Tk8n%#f%mSoYUQQKltiNCIxT3rch;k zk-sq(?tK>TqC-LFwTkV5ISO78+#3tY-PI3;ZEGqt1O?S*Hovki(7l9pk{++fE|ob0 z{GkbPJbZ)kLsWj#ZclP|P7yY-jt#MeqPj=f8Hg0BmnmS82nQS`~w0e}m zJY>L*yW99^QlbO$Xp2d1QK_WkAOP_q-Ud#=LP|DPu@!C8D>A+Tc}TA&J&5Bo23k3p zeuIX=dM&cmkbORr zIs-?rh@yzIgm)2{0pb*0s2_y89^K8S&*>&uw`>S*ZLAcJ`JEso$gp`ap^~4shB~H? z7qmK^YXG5}&X~eO%OpM9MZ7WUsQo2T1czw(y~|o^dSiC4O=NA0K|zkW>TGaq&{Sm> zLI}CYDMrD?Y_BCgOqtUh7F+wJzT&0$0oz5FGdCSMkKBlI6|tmA<5e{KRO;t^cYPS2 z&yX1__j#Dq)nmwp1<63T0o>y8YR#B2HunVYMr?5EXqhP{lQ0i3p*zrx`aeP;km~J= z4%53Z^R3fEs=%!24LNq;gDZF-Yqj8a*8|meGa|?Q*lxCYOR#pqX1gq?$Pq-Kbp{yZ zGPF``?rE{5;5~d0+C;)K2kWL@+?2i)^i)BOL>OO4sia(=)5 z(Py=62hsoMkiZa(=ryEs%Jn>cYwTyy{kugK5hbKCx|51QW6%Jk^r`(A7O>5mPi)B~ z-a<{y=107ei(6;Ipu7{R)7uGkPKsvM+4oH6bRA|}aKTPVy$il-uiz3Z;WDK~_J|Jc zG&z~wUmovWuG-nxf=M8ei;x^!g;VzaAlg4ijcHhp@&e}?Y%2PCoc!T)YsIaWU2Vd^ z!}sBhO0^A*3AL_2T4T+uoQGGh!Jb9K$w|H^Sl78R&HN3W;0a!b75kp>h*S_glLGGL z#_a|~+j$)vMz7+zLFL<%<@+{uqzJO$D|oN~CRTa+zzZGtPbR38e_w=;ZwZ$z1p2H7 zhiw1U`tQMFd+@ZTPd~{iP=P?fz2c>Ls)#>lH$O9;ont{E_z29+6GF@Mk=~aF6w-RJ z4ITx(!*tffF2K1s6WMxNSX~v`V^0U)=X%RDXJ$2bTU7`wWu!HbbL=9{^hPk>oEj~~ z)U~DC;)Rdb(HE+!jg-G)ZSi-2O^wwrYVg(p4K)FD)+|9#<0JXF^YFlt=8-#9fuQbE zjND596`6Rsyyy(cOF&H>)r)40Tb~TiqWMZ-4cm333)xfLJIqV}TpPM3`b&RG0#Rbz zX^pqCS}|Cm=4n(m(oymE!z|CsXS1pfv?qprocUCnJ6L&1RfJoGYoJxQRJnvs5(!U*%8aF$Dstrhcx5rMn{UMq3wl=|D3Uk^VGuS+Pa zB+FGckF$Off#&g7dp`}#ryQHXIA_#B>X8gBd+fKPLm9MJbCI??ZXaJZPa=rg28$Eh zZkqj_)l$X9Gjq+io?5@G`hY|LE4)OgD_If4K3K}phXRUJFGOT{urY3O7@oosAWo8s zUkwxrs$Zj&=$YR~!)0{q&FNaJG_t=`%k3~GR|_%Y`l=)pPO2f9SNgA47#Ik7w+a2N zU}d9b6sCnOgFtNSY7Yb6D{`znb4_hs=~5*4v8)v>y@2P@ELY3`IYg+xcEtY=-b~JqoL&z#>Nr?`Afo{=SB-`^%vwAm1N>?39J0Y2=8UtwKY|&#{n-!}4%~L2 zAcZwB!SN6Iu-NaMI@{y;;s#NsT$W^fmQ>OU$G@OTt?|SwiF|r=x$p&tiX_aux4)MY zDhm?zC8;Po(9_b!>P;S1fer3?bqRExiVp`%z;Wec-p_$ku#NQ!N1mr7AAxHqd&evw zRATO-ut|3tB?=&%PK<-gqZ3-Dz%tdZYl4O3v}oN@zbk4iN`AL7 zi%Gj=qJr2}%=aKm7{^S|=cTLaY<@id0^m_Tg5m@Z)O>@m0EoLHevnif z6LG499DU)y7vnh^(a(oBSryFVWOv*q$nS*wS$??@N@G@8*JDs?lDkgPnSq|0obwTUR2BDinUUikKb=$V$;%Z6;4Q za&d=%1AkVDLdY{uO> zn;2QKj^xXRRxKOKt7YVd#6Rn3ng*K&U@b+UgpID-@9 zy>+d645_v&w@4{jCCF6H_4-%`$@)1*OoW@oP|`>Mnyx1Ri-5xR?7%wR;#xcnG>O{s z0I;cV59gGDh~tMrD#lsiKV9lBc@@+yN|#$Bh_N8R@<`RcHBx|45pk>;(L~2t2|>Bt zC>}GfYl*^wjh$zDibpRB3~$pMF^Or6cOUg!wG6Qjp%z7Jn)kWnP&ac<;3&`I6v>nnosb$eJrOZh3b((s+rG@oy_{q-^b7(pL`2UN5!)=9+^u$NjAwp zlb`%jW4#Kbz8WR%uw3~!6V)tgZ7gwtpN27foQI+I#4+ORLfK8n*p)&o zG?Otkk-r}kE^|ssROD7xYF&DHu>qZ89F;thJmT+%*&-1~|9@*aNZ?+wRw8PxunN;Q z%0jZ`WkC&?LbRpn9YXxhJ8;>*Y_$~jlk$)ZebPlN0F%9wj}(h_5Xt*>qqsN<5w_Uy zvj*IeYG$}e8!7h7Ayc))hxL+LDAD3uFL29oX8{7js=cf@wPVSBr)|)J`rT=-M^{{^ zi2a`_ipHTRydM^dWa}UHjoD5wkD_3lRMAk45N2l_GeQdJ>M88-gK@3~804=q7&fq< z$4{FBbPjgbY5w_O8T+|WFEf4T7(8yG6@602%g@()T;Kj;N)L1LTSHYx#~B3Ff&u=C zKqlqtRWZZt?MjE00Tv82O*{OB;}=%%2j;OlMdN1^MoF3!?|NL8xj^pd*9}jyk}?pd z@`BTR*bPKVlSNkv_!k~t{&WbmXVFhu+G$g`fi{1ixsFKbQ)XsuI>6Zhvk?{Cx3VQ`wvip+CTmpuQJt;|mt7 zoF3cawQK+=Y-yb9SG*3FOe_c_gSQjZNH$)M7lnlW1uHn=5>#P?$BKynjoOtv zH8QperS5nKGyGbwkJClZqRcVnq`!RZGTky1uF{L$Lk8s18)_{i1sO?2*K`t?`Fz{2 z*~S}2vp6n3w9TN1x#cPg@8dI@T%nzwLB@d)@3X(wc6n~LAv<8UQxZN)G#r*is|RHx zMh`aEU^BE5qwySmq5kL|2fRX~UoREWQ&+5}ZDj*yH%yd%3}NGiZvB)dds>>QOkUl# zOXCjgzsjS1pjDUP$dC3SLf5)%S8y&v+^c^Z@{6}v2ohmtCw^aX?@zhsyr0336@-EF zkd}%#*kad76;4C)glj}f*_bk38;>e?a%FDhtlABK!0kci=tw(D+SVC%dX^2X^k4 zdHXtrBr!6)Ote1EQe=NEt`WUE@;fB#P29Nyvq{wt@kn4hVqU$u!;iR%x}ibhz!>nX zxM=yzLmZN@La;u=9*lJfU{S{4_+5J?NW{`;8DdbIG9y(maym9u7&YR|Z>2jVHq2bZ zgp}OaGR&FJ<(ZB7c2Tr09qRzFSJ)Mt9OljY>-Fk*t+Ud2m6h?IK0iM`R7$sKZAbD( z5&-rtreFhKIyrWi6cNK2Ol}k+CtQCIm=k%pR70FtI21GG2>Y&wo89rKDOPfcH0wQj8%mE6SS3_1`9?8DLB4SV;Vm!N)GPbmha8(9_p7 z=AQ6La-3V5!*rd4Jy2)WSEoB!VBp>2paxS+YuIouyS$|5Ke62nNd4VELB$c#%w)i{ zSP$0I!b=yqclW-7gQ0?YuR&B*PR>N*WOc0G@n1CCW0p`AT51(N>B+`lIk|No`7#U@ zdVgIp>`^}3z;BxL$sp|Jm^Bl9O?LKEFh$7kx$l)-2mJQieh!}u_(>Qb!^pUVYXS8) zYEz?PKkwGRQ>C>qF3(o|E^(nn8=0yAP|ST4b3u-HEjG`{P8=TtaI{bL?_9cQzAj6|)eRrM1J)a+{VdFv^X9s?0@r=< zo64RsG%I>X?wqVF{aE}o&(|mipQ@h-#z0!9B*SI-Y}Zv?$1Dw;BYcUN{1uK|yRBBw4|r zh|3;9wSnCsk~~hK%QtEe*_PwisPbqvxU<1DZRR;KacK8-FGi@M0GIm2f>CsfFyy6P z9_23&QdC!dok}>esA24O%-HKm1NFzkc4Cr2=A+)8!+WvDKJk;3dKuR#)6C296wH0> zJXq|6$mRbP8a2pX*t(t%0C?IAewY2nmF{bNGmQzte^wBcN^bVzzw*7$^x40hT0Wgn zvZjtb`cj`#ri9~!*SUGcy>|q%6W-O6s9r-L(dYeLf4b52zOtcookAQp!{MIf2T=Y( zJmi6c>n(sr1_`7B^}^yl5y`Rz1oHw3OmQptIdXE^H=J@4!zCtL+p2(_WNLx1R&g~R zg*m$o@ym_sc+vnr9NLr5iF)Tp4Q%A_yt(YI-k~U!A6F{gwE(|JpekEgzABK_Q}}ou zM@PA8|9_@0h6IM$`R!H?2mN_T0C5I&YJBbcHUPN=5c0FWCoE0iX*VO5Kiqb^p9)O{ zH54axt6_a(QNl?a?)#~}noWjOsKX5+2&ic64GQ_x#D)>Ij2uT_K{a_EI$H9DB5yRN ztY{U+v4RV67K4Ojf+r+6Nh0U+dtmE{PeWIy`vPy&OP$NJwPN)r^H5gC@_k4Ow`pQN z^dm=Qyw%FEkOdqQ@|wr>251VPMKh!fx?})+^LaqKog}1Ln!D=Ig2MNdClGM0K4wE? zk>Mt!a4l!+LwsQYuUk%z28`l5hSSq1uRZz?GUTc^)5|AcDW;@etdSv~3(IkC(+t^L zBH!WXOV~FRG9s9O4GL{j1=KC+#g`HYg^0r$UwLbtcg_#G zO*O_Q)-9i96+@vBCnulu$?V_uGN?p_BlB-UcR*$eP69AuoC1P3gh2f746WL>zv(eM z`1?*;u;hQhLWfHh4`nUS;+ej+r1SPz5xfGkhLPW_L=ZJ7p1{ryMw18IXWTR#*h+7zt0XAydvd~LY?FxwVksj%2(lq zT=*sg%Q+~*a`x+Mn+c^)SgoaOa+#M_42SS{f-nzd>FT+sU8}}#IY-qGmT~Y^7tM@g zEkrmZuM+2UOBE(NFIfXKX_1xE{6=^nK*JQUR4(b$v|H5$B`kAUy4X%#acP0)xmjmz{p zJm8zS=GszyX=8A%ZOxjzQk1VDuUPJqTaG9q(67XZG-bwa^1-*PN=MT|ofpz4SYz<& zjpsH)F3JVw+JQM}ZJGAA0!W_&JKAMwq~6n?G0~+jF%@&v0~QY-EP7%ugT5$qAXg+V zsHfVIACUsdlJFn{!*u|j8lU)2LVL;daX9TXo7ilhy_m1JvbSsOYFM~MBYhLOekZ5- zw*ZezW=p%}ns$98MKn=^$r*ppY4k%AKW~d|NI4q{MJRhf*BvZ~vYzefF$i>hPe^@T zTEA5~5Y6U%mb0D+C!{QW@xbGj8Kyh=MyQ>~k%Mr>wrem2N)M`D3Fk%ptco~8 z9O9?j070{lJ-CND6Szq4CQG|&L^_cp-&*9s(9C8S8j&3z2Lw#A_dt^=fpZ+2S-nEu z&l0R|3;!OaZuyS@C?JvFD6|W+eh%B&GJCxXvAB-VSCl;PiUF?hXU_B~wz;VFbY}bG z543Ga@kUpz1{=O4PGr*^9KSayV))SzI8Q-_URNnc;e>A_rc}u5z?vIq{xdtFb84{6 zXmj5*;`L@yV6L2>rVijSMorUZU9OSuBISwz*c(oiYSsV8BXE%&0Z5Xf$8%{8+0Lm$ znV?ZX(MI*Q(HuhtL={eTeB#PfSe5LK-`A6bx+PH>Q= z-Qh@Y54kFVK~88Kw5@2y`p6iP1ABqmX`9rD$9v`9UE$21g6pN3n{ZDx{g+etek{Nd z&>N8`cED(xsai6V08t5VOn`&`8mA@XF`!>4j$zv53?{yATPS23($md>3=8QtC=uQl z@2DEu8WP&61m0?$?VC{$Vhb6kH1ugy(_KyP)!7$>^))p&u4Jhn$!@sQESl}|j7py; zmSjTW^mMh`*t{`$qrste1jVR?krZve;hI=ZZBymur_*(kKS?hjQ53*fVb}_T?yGf` zIJoeXmzc}|w3)O8Zo@waUjNJBz)AE1E4yTfun=H{8i?CL%$K)1s&)bru=?C1FX|S= zuk1$RMtOIXHh|Po=)jh%uGk^AMNR&0LvkZJq!@K)%0T11-T14cb0NWqOC& z$)=ox3igkfYj}4OuIv%Wy{4px^oz100o+(bByXr&1CG^)QE$(S)P!<;ezI0u(a9Lb z1fD`m;UkhUOOVHW^}CxIOISu+4O^Z!CN9fS9%dAjyaJi-0+&*Mng~*i({Bw{nF-v` zSXP=p9#2ORZYYvcf=J+OK^1-P-;;=SH~LZ}LoxJlvYZ594jn6MDs)eEl2b~7*|YJr zmHUm5acVmm#?@4AMzpg8WV}+;B(X5a5{Khv14CjTJ{1m5yw@~ITJ|!%w`{A3DygL2 zoNwCiVMD))pU3th)eiyb1umRCS0G9T&Ob;$ZxtLv$x_&?@bf%L=5^Oh56IxvzvP>H zqPYJzXoJ6%DEB!rKAQB&h6fF&ZgIZhZnaTEI-;ii*;Z2N>kUVR_rMMwtG*&cbvs1; z+>YzE;JrqzWRTQ5(uG(9&EHuq*c;1zYO`^1_bC0UX_IkZlSN@X&x3GlU-0|~cC6{K zUkil|o{BTar>Ipd4uJ6SYHds;j_9E}zdV}9FHG{;+^+mx=+Ni^zak1N2muSjyxeYW zQ>$W0X8_hr-UaHLgv_#9Ypix8q`0qzTD#@TIOiYMMnNyy{+- ze-ih>&>wFt&g{~-13yJ>CSj&ClPNzNT=QeqGIURS(Y6VGRl+_$gYb~bjOb_36dnVt z1oO^ zKN@qCIdH4RTA{^7)nS4=+rQ*@l}OhUZPLF#@ClDnfL;iVzI)eKOi}$9v^In0#eiwA9Q@^%zDO1+Eg~nxXZ0p*zlr|TJ zT`-rRSa<($awC?#;yzWV{97#y*9;Z9<;eeR94ppNY7D0ythf1)eLpsIw)*(exEFEn z>1Qe%&iY8eHW$t_hRipKH!3&jvEbJbSp3}F;Pvjuhw#g2jib-yx0c;nvTZFHNB{;v z`M(K7RR>{>7ZKf_8b4fdP{mYg&kBo_qw_@vS}`|C<(~DJHwFve+bvWw-1g@D$0bQr zbqvZlS5Iwkc7rVm18H`! z7JVZ$CV#}OhOFvW?%KKGtOd^uMgjLrCmCk1f9Jx~?Y&gwC6ER38_Nl@{`8}#L}K?A zX4`1+g74IM)7>N+9-ku+t_pOqZZIMGxv7!t(P%?2FIUcWPLehPw54HtH{wu&3 zxDGF7({kzQprbO__(lo}M5&)m{bG+9UW}kL4_07rO`SgGbaI9m_UF1&8LyJgGf5q6 z>pnR^^n%v!%9S8mh7!^0Fj^gfk`=ORAg{Y!i9HCI&#(OMb-(^5XOu6qaL5A_I=&A{ z@oU&{6 z5o^ACxHOfBdk9fa85-yR=(TAv9@GYuva!rf-S^Y(&ZsOoOT zN+3T9#;O>PW}z=r^%nQ`#j9B{uv5*5_Ro8W1!^LU)UPa>j$K=2dXL$}1tAG)RcTlu z?@UuGc224o7D^twjArBW6qBVRJY8*4YvO9p;s;^(ymj`uB$#6!g)o@6``&j|# z_v@R5dO-~{h!k^Qe7QH%^Tz(mDKUjX(-dC#QYCXRJa3PxSgpSO(km2D5pyfCplk_@ z_uaQ9Q}yZKI&f*%L85Im6Uv@AzzA(ayQZT2TcQgnzT`^Enllp%CN_CR1#e*~KbJNe z_xbn+e62Ajmb6G4OaZ2)j48Cm45U;=p@>U7FdzI^tWwkq#yB*3ZVm5sM17}c0rhhQM6 zRX^cKD_htDP~FFqiFw8g&gqmNa5f_Lf7CFx|AcnpLQ^G;!^;tNr+jPbPs}Vz1Y~UC z=y9CW_r{sxE}Z^mXFXdtvT>Yv78Q{PC-)RmB@jnBT9N!lYHDR>^-nTLm z{+Dz-54gn9>9x`Hs$Ff#fRLZpq53R@&9`M0EOf>z?`;E*ce+%diuE3_^7IMDCN`@%aWgJc@geK+VCCqRHGg&Nk!IIy z)h0?5y3$1bAYMeMJ{7b~Vmt3B9$e8=WcP8S(>`8z{-)UZ8V3;%Jo)5%^HVkmwE`f{ zaz@Jq)TT(H-jtDJsbPGB+$k!$C7a9{1nft6u@Fw<7O*MSVdUcbfla~0R~pjIgw~qF zo8R*ftuT9op*-e$DJGmaw>%T}@Rl?bZqvUSk#koA5oLThl6iAu1d1_N#Qd$k{!9|% z?W@oq;bb@bV^?lKB_rRO{KcJ=)MV9+8|7KDj~MT?^ukIBBIX*tJMGhs>+`{J!|!|N zWt{`{oj8bI_|>C9!KGj>FxOV})fKDr7n{V{FoT`aF9}9U1oWwx8zx;b2Th|%fhjG# z71CI8U0}iw*XdZ*Z3!vWJ@ftOcpOF|k=b|2%s4wX!v zx=$Ia@1sn2p|{;gt%abNMjT*v-*L_J5(oU&*@V=Tu8tSJ``$8R-CuvRs@%7{6#-Y#DGcEG2fyO1mKwWqJk-$?E87myf-+h)3nsM8~R z4fpzW?~#)ITi4FfSioDMzh-LdDe=g&zmMSGn>k#kH`V!Ef?5^Nxm)#ipn_?~WT&noA$C%sRj3w>~hD3G^nPruB#Tg0)dEJqhy_k~p2LDX~ee z_m^~`yfKi+M>Wd0wc-6I>-{Gn7u_R{n*#nQQ(d~=`r010D_FG*@D|+cYtffgy@PydP_Rh-Itds-GCoSBk?9LY zp5l*W_f3CuV$Z&n*)qu@7=joRAuT zu=Z}vdvgA>pTwv`nuP;oVEE1r@`BnZeAP@ahKHflIY)l6^_e;xX=GY*CpxS%=yL68 zu-5`}X{bx*2i+Xqmw~>4G!YjosBK`YWxg5UhFr8&ij!l(tOfZWW!%vDU%mmpklw*v zL}exLR@g%$twHYQOv6D|M1HJ&rCMCvu4dBK+KhQ+c~>nEtw@WLG<_(J;E7hcYE$-b zyCX3!(LdgrW8+8Y`wIH;wA!S; zr(JhO$fLE9-cSO6?OZOjH5PiWXAv5T! z7N%BNE_ge|K zTKz<`5@BWgrtwV?iT_~HHe3om*W5-mvceTqVeb?XJ_3JBsURp@onTeK6=PE_ z%S6{8T%BMy=A!?z%wFVI$(V@bG=gkoo`t1< zlfH1~@OcB@d}P$|Xl`Ov*}|rXZkeNf307bIK{|U?>v@W2{Nz{eMdv~M6(M(A-ie(@ z@KOvB5NHAH8@9vo^iY>g)TB3+cr3eOXb*>vd_4Vfp2*Qw2$llDR|p2ndN z<=MP6{bqHuY-H~e7A=f@C@Ue(=n1x*(D|WXmpBl^6rk;DfpY6!;g^u zKie2jpM|yOEo-G-6wLgv3wx2i65%7y)7~~)u+&g{!J{pl)M~02P+RzL^s@Q_Jn+Nq zCOpYuv=!$rv|%u0#9)ijmF(*VvB1d7nVT1Rs=#-0r4(-L1!%8uWIxrPoiDr$6l5h* zT&c$rgX#))kNLkiOD*TqEC05jD#XYIcPd#7Z_R()kv5kgIUj)_ttd8ZB)H056K}fg zMugaIXG~`@0tyDL?_Fi?!tJQ9Fkiy9nfahpWS<{%2&qK6XfOa7)>ol(6@r*CpUrqC z?ke#RSoVp~N3=<;2yVkUxQ-MMcKC#knNp|<>-$G>c*ioakDi;7&{f}2yCk_Y6&BL9u zPy8CYtyz?Fdu}S(W?z*q;xwB^gg5+~ITDVT<$X)Zpa|9%=7uE7f55CvI0V zW%^>6o&9>*WN+sR-lr&V@lFccn&ysm%Wv*R`$LQF(#nE`G zJ=C0TLcudT4Sn7X1?n-HBgSXzi|z*2m?gI75ZF$8??7dux2I1pBaNFvUphhIYH&sY zaF$l0MPa~uHe+hR+wfHSipPUX4y*6KB|J?C;Y{V6)%WGzZ{xOJ{7Ce_=@NSE#XP8O zjDMEjH*K_6QA!}Bw1&bW05l-hl~zrk#gNKd62zvjDz9fN~Z(OQy3bJxS*|CaNeyYuC0DFFiur+z>naXVaoOg3gxwG*-1DeBf~dl%nOaj(Q)5N215w zVQS%?`r2UiuR?wz*<kD!~3MtBJv^(WHDE9mHUCZaaRoIX4e+mN4Lb2A9 zQOJH2{BNXaF^T|&w;WY7s5FqQRcoPd*qNNPtqjn3VDM9H ztg6x%h?RY&KSSrJa zT42=T%8d47Q%$XJ?hYCsbvNUUI&j(WlrDed#K*Q(zf61m0fEm-CC3#z{mERN<(qE> zqx>@uS!EkVYFl*N$|6deKkc>%L$Jn2_<(!O-ea*)m`K|%Px@?d#kb$>g>&z2IDNSe zhizaN!=jMp>jp{N=sp%)XO@Cj|BslE6tkFM_vq9WCg`4xHS=)!npmg7^4oU@@jWpk=JDcAOt%+QT1v-Bnz3E^ zNU)bCnu#X#6XvcFqNbV$-~GWHFJ{*3c?n>wN;duLYK@*}Yi z5w<7igAki-^xuwOv0-h0l#WDZjpf>Eo@$8c0Q;(oZSHoh?Nw5f`uoI4MlQeLC=kFH zI|CVH%-QNTl1;ZQa_B6mL5aGCt6ee!*3TZI@X;5mVWL4DL>}XI|8BlBd=czOo!V)& zo+>rrYEJ9V9g-8ttRz84pj(Wklf@?ksC`(hF{yvtmt+C0Va^vEdM44rW@QS+Z@PD6 zAg0!-Ag|RT!YxC=?`!NaeNJosKsQ1e-$=*5y>X@7_J(T&3$Xh>8(8IIubv#Kxlm1_dC^MkQ1(!3is3a)x0;( z9ua5gu7c88v3>F&U8VDGuAZqjS_f$DTa?bp=@UTv=w6+qov~vD=uNxe?z`TuUa1jp zkcAcmMBz)!i@UVccanICEY8q4KSsdwusWLE1I+D+NyeS%P$x|!b0)z5iv($M;4DpO z(3E#QB)WXC@)xD+;5iOP>ASE}ni2TDi5Al}(-s)*jJibY4E}!)tnuuYA70k=()So~ zOG#eMJV(uuYkz|4sQqurgI4b-Wb&v~!WHpaorg6E=kcnvcsI`nozS6Rl4z|Uxo{1M zP9|V56tvCujaz2$PpK?Hp7SiRrhXNC_GYQOi>y%MPA<7MvOE7?=NZW=jgjGGt-%|U zsg0Ckzc9a_^*~RAa|~Je71-nVDc}bep>1(Vs<~T^({eqg4yaId}bc>F~+5x-@`7(qUY=bRA zMirkQVFdHmsix}MsjMj~$5p0Of% z_>8dQxG?G&9_;r|j||zSHV<+BOrq%?e!?RqVHAQeh^8B`0>)Cmrn++w2r7@2V4%}MMKGf^AyRT5(@ zGt=Uq$>?b4btXSz(?(SLk-bXtre82rqVhIJQva$eFZUb;r^abjGC=*TwusfDf0RZ} z+y&!`ej7uJX=0objz7s(QIBe86HJq0j``*3@=lL|0_Doe$@D|2F%JKot~a=3?{rKQ zZ0hDKP>^;1qNi{{`y)KoVq_4sY`4|APMJ=J4*W=@$dPZ08~~$x&6%oF_=mGY-dp6P zHwNYMXubz68~po-m~Kopif%S-M~ zmqA&j5L!C3K**iHyDWkg0wjCdMsma66kA>_7?!jgvfW8oaEq9u)i(3?o;o?PEks#G zMQ{BhqLo*)>$9p^?Qf4@%T7$4-t;}wIi~1DYZ13cH$rfjE8mDfaIP9u38p{_{n`^& z;Ehz!%9|(Ba;lS|sh|BA5Otx+u*u1AJ{rHxj^4)MxV|(&@WWJpfUMk(bVGg<;X`T; z2$sU+=%>jt4Ma-6=BiwHPL;Y#B1m|@vK25{vk zQdu(-GCn!7iR%YM&Lu=UUJ!3U{a6wp6$9S8ZI9dRM=5!Bcy4%lMxQHe%~21^!5?h` zWbdZHb4FiSgC1|$S1j4U6?S!*9~i?;N8BFKDWCSD>och{bOoq=pN~88sLrm?@ll#Z zv9jphCd03(!_h?xHwgoMk4UzyK5Jx@x)+P)>x&E%$wil8hcd;}XJSxq{KQBEK|!C> z1ov)3(Af*olg4nH zYAa@j@M@F6ziq!68#2C}hNzix`>u5&AtB0j@r_v)xIEMJ)X6>F(}pZjW>*x7P2;Yi zKIRIqFUE(BEO~3Agu)Tk_Eu2nlOK-VuUI859FA9yJexDJ=%kmityf&XA92FphR_zd zps_-wfWR^{hMB@Sexa7~E>g-1X1|S3w*`xpB*=S`cpMn_JFA*hWS!ynGUT?&?T{*% zAm#loWf3CuKWXtT9zBShGkFJ!Q(JT(slLTLcbih}f-ZD+M|AzVAOtflO25K0^w(4V zgUg#j+eGNTX`OUlxDe#G)PTiXzV0)RCcWrR7EN+;yiTuJdZKFyC07{>`ms2=l0fvw zYcQ362*F#?Fc{@8Rp&EyteverYUeL7ptjSJbxZL=$=1(WCA5Z0_z8c$31_q|T=S`p z1~No$`0TR4B-k;0%ae_Gnx*xXn{K16$gqh*IO){)Z&G@^Q7b)~c*wj7&fOka zhCJ>p=>rxqx^ayJF&*iTZcOEM78__gmRJJI(k$l=u+7P?c7>Ua3r`6jCgLV7QMV}d zIRJPfzj-xtD|AdILw!*!FACAvA#zq**&ux|tP47tLDK5WJZl<-?*$+TV7Fnd{CY7* z8~?V^!p98ixO&@sVbcFLP{*dfuI0_&0-0?excw86xfQBT?x%8D@gxvxRHZab!Cr~C z$G;s88f6pfQ&CH-Z|H=gzYv$yAqwKZdl$KkDoa!bYELP4viaKuP1FadOJ0`18 z=*W`X!C&kN&rz_n-lHoe6Q6s$t4fFqB9$H$A{^g+kpK(frzH((I9_*TrCW*o^V4tDD83M-ZvEkbfF2FVPLn=}YKh z+;&04SUfw$X%yUYMlJA(ZnHz@_^wT2d~!|hdP}HDO{_-UzuQbPK4e$Hd@8U|t+v^1 zu=us6?}LAP%KA1lp!Ji3<$(oec`~biVN?@A870j42|lz z#ZpQSVhq(bJO?SACo|R(a`%y2@JX4h_ci|WpZlpFKlN8y-Z-76Ng;(GD|UcL1LnG> z-0tYh@fv!C9kBLZk`ZbNfNPs!Bq09%NDLCX?GYIhz;Q0hqzyT?#Wn z*izTmyGo8t&I?$ZSSJ?8MXBhnZ5RDT9XIB=mLfpe9Tk}9v@E1EiTsOTpeH49g{TsU zbt>+X_G4DbA)l6XUo{e;!b4rrwfy>D+e_>x%;Lwdmjawda7U4=W}oBYYCKjD`xbcD z|JFV}bFz#as5Z@)+s+j93muwRwv>{#xu{QGzqTJ=Ig`ZD2DWj~4zh3oAX9U(+`BHl zP*s8ZQl0_a>Q>Y5dSSL%?~;s{>zB<7k)%UI_% zjW$mY9ReE2&niFaCk6O{KE0VnocDaucQ1Ut0DEE?zWu}Di?o0>;$)W*LPD3pw@#)y ze{bW~fZoFyGhoNHhlK2@k`&m&J)xg*cP+$hr{fo@!;{_xSbOBDyG->H(84JgX+6^@ z7_SPA1)o&ge{06PEm#z-K%&9Y@HGh0}zd6%$b>R}3=QA|> z3M3KeAMr4sCge?bzR+FQ6viqXvAO_oRzo60yoW-;I^HXEPWhW}D-4Qi98EQMKJ3T7 zLQ13R%MK~a{=tVMl)m?Q=F%QoDmqQ5+$XCBpw+~JeyUbE!M91`1u(k2K+SN-MSFd$4JZxcYoFFKmys*RZzGn z(o!ESbHw+Hwb7jt}B&(kwjF~_mD zG8CS}V|yFSVSGE=U{j5WeNzpu4tm{+Hk zVk})CWaUej;aILWuEe@f49zFLC9H*gwlYk&SaSg=rl0r(kq|thfvW{Vk-16uaP)Md z%5dcX$r}daUo6xSGyA3;UjhSZ#P2_uW&7L5O;TuQ`>9ULhN6I+|C6$HzZ z5%_pk^L`KA3ydoEH?l#At_jb$325nDzBi{u%_t#FT+icY#|yvjbM8=HsP$oo+6|?$ z2bKL}72DL4e3s5y!cV+aanlIzt&*pDv0DtsryM(*l_+MzUM!3l)@!1c?7R)Ou}JM} z?b?r+}u&vi!BT3?Lk~(bl$V`&vYewL>VW0iTqeOuZH$g_Au{xqk&mAIicC1 z;_ypa;P^MBS2kC%tF-IhQs#aWam)O1L|DkZF1i;+mu1^+HOqkjuzj}L)zP(9D1SHa zlLke>B$pZ2@)Gn`=QS>;3%$e5wj6ALnDg^Q5@3_eQ@21#3Cm%43|2vTO0OF6fkc?I zdu_WHQ`m6TA*-t;GZ1fTac%IgfII2Ylk$Mj?mRKNpT@Mj95=2pKQ^?gacs-BX}fG< zSs|!OnT9n@^ic;{q!Evky@l$T9hynPpkgz*N(sCyD;Zb(3N6aVvJ8p@^Xzmfc8ZlY zf#<0`F*|omn5u7nd<;>aXy~?^I=np;HKBlCn8bRKH065o_y=O+{}Pp5}WF#!^0!;P0N15?VO)}==X+e#Wks@f3CB6z16%_ zaSH+wv0ck{Vj={)<$lZ@D<|J7CeG0amcLPgILTD7oJ=R_&HWHG{*}cod5+2uM^lib;hF3X7@?1J?Ex>Ysjg;P zf2OhEIP)JcA~W*y7+TsDNm>3o)p2VaKhS*c%62QHzF>E%C?=#ZBxbq1O$@{hb?6lu z`qe{$qPVPwgzve0XDO?}+_j96Xz2FUsRAxJn_0@QX+9HQwLE`@iV$@%#)tPfH7p_z zu+Dsl6;QIlMI5C9#Hxpe2%MaD2G&0*bz{e%+<07`209+Z40E=OX$3nv zRVWH4IkUh3G7p>e1cq?L=Nmy3_l$ccU)IPczeyq&@t{OXRpNyV@s_CM?X|muOVf(m zR7!ONaX2MMP1D!EnCZQnKErSNKGtVbe^fpcMopd{=WtgqTf_z*yvKz{;P5|Cm0%OW zgW|o3qAJHZ)rg0vf3u>x>AF7Oa?}qgh-~_O;u53 zaQ*4Q(s!B|HQS!KwF268(4qxM?}G#w1(#*OJPQ7f@GDSfbCPC?aJdbRqDD~`6*1l( zU6??81giW6qTofU12a#$Y>e)O+C|^N%sKu;m_QZ{=~$$d=2*QtLZQj0;?{USikT9q zZ`&Ns!k^$qT0j5$u7=`VS%TK&lfsxzwQe`0-W_+=O1?gaoEdLnC%NDwj<+t;hN&oZ z%lrQ*IJdY|D;d;w77h%43M^5m3RDJ%ROa-rMSeXSEbTI~-}=Z#Fekk&ZP(OGh!xPt zhxtflJE=KSI%*LFdUJH_LB-S7ps$zFtl8H}_LfA{d1rfjp#pYrQr^OC545TY)KVd4 zp<{0jSX}Ee8~M+ad9TJ)1jQWhX#myS2U62^U9#8I6G)mh=i`X zaQWAR5*q&3-aF_A5OoRU0ylz+JPT+B^G()jWj8Ea2=?AD{wx?11txEXG0am|v*hsgKOLd|w{iZqSa7J&$J z8})%Z8F};3*&=LsvDs}!#zavwIpS)_QT?lrBm|wdgc&zv>g(01_1b5Y8vWCxLcFwD2CB}zQO6OENF1Zx~Lf<4n3dqv%UZGxgpcHBt;7;h><9X|b~M`&!{MINe2rMyMr~5|DW(UIC}oy)7}~5;X9_>DZqv zR_-I8rTBqM2VV^peD56^+9TqX`JaF`6Zpn=LlXtXD>jp*TDkH3U1^=m;!j|a=T5_9 z${bxYPV2NBqK#trfJ8pE%38CZB$$al7EMY*-2VLWg(TnW_6N;@nK!k0q%!$T!U1DVdqsJjNQOVFKg5rF>FQDac*e$mBhgFmTI#GjyQsoG-j z#Htbr5bY-6s7$FKef2D(jw@$)aO~Vr*qfg?8k%Y=8(&TPygSy(NSgztBBDf114)N? z%^AqUtV#A}%Vq($kz?n*;fa*n2&-rz6H%6NYx|r{k zLX&)Xfa{`}kud3~0@#s^R}%&7^QK#JZ~}4mK7#)f8&`F+GGq>%v>cP7F(bQZ6(8u5 zWLMh9Cs1;a!_s{YC4mOP>o|s9`+cHv*+E=F&86g{1 zl#Rfl>^MpiWRAjDARoY-k+k0#q#P^zT5+ldG$#pbFgWpau!EC)fpbOA3wj{K73+qF zpJ$~)P+tQObAgz29c$DYqp$R+qA>(9r~QNKGBWZ?qfGrQ-Nx@Cq-z>4E{vIKNGpB4 z(i#L(a*?fdx5TTqur%A_cvZIhw;@PR$-- z-qq`1#xvqD(tdPAZ2AmpMAr`gFmPADxslPxnH*n$^b3u_&or`*8iMihGi7n zc%)`+_1>+fj@U&#K#ZsND$Whyd7~{%^@7$?V{Xvo>`N-}`GU2MW64wCw%}{<+lwOV zej~~2hiJfC1;jvgE!FJoiy#TN3(EP)5Gu!}FveU%b!ovbc14JXh_|y(@nQ~;EkVgq zo_8t1*I%_9Vmr1#)+8V=L$Ux!?g>?eRQ;bu(ze4_gz*Yg481s3xld|0i%*ry>ee!~ z^%6Y-!;M~mUxwMFBh?U_$7U6~4;^=URC{^@qK+a<(veHq$!B6{ zSRFepXpm#LL6u)%K>4e`S^UJHJS@na<)LDNbLiEUrm1Jj`BB-3s00#seqcUDwNI&<^Ft-;- z0q4BI$BmU~BnIKQlUreGtj2-JMb$?b*+kzMhcQ6CaG+-y*e7S1IeWrK1m37Ys_ayy zBcIPSksIRQ?kfgez;fg2=kk zC! z<&VkjQQM*3E5tj+@y&KtMt9t!c&+FRH{#!9Od2SIzs>p&dlT}JHq65qT9j<~RI&;OVCno?-5|=#Pbx_KS-)4Hti;xr#8i(K;ptJ@~$Pyq4>=J?wICiWH*tb?fVy zqWOYRRcDQPHlj4milSVg?M0orCaN^rtLbgoe5^9Mr-I1ssAWWpc7kcSUdaM)9mwyu zh10P4wTK$Emfe3hGy76~2w7`z9Ha6seC;`nbu?L<_5%IbRzEqQ`*NwfCZ%H!c-tVB zLh{O{q)g<-@XgH{#`I8l2M0+(d6(h8XmVcWgB?+zR-|IKc@Q)UK<^V+dXUOJhN74< z&7ftO4^be6CY%tWGuKLsp}n8hz9#4zWX=UxDQFFsWV%K0!-3NESWGM?TMfPQSS3Fn zxCy9!MB@CtV~pfqmjaHRbQ~F4c-xC6NWaJ@Hi?7vI~{T+yl10AbeI->pb!!G@X-$N&BlmK&#FBFj*~ZU|DD2SUh#L>DUoaS{e2ta&hyao<$7w? z@Xk{Fy)3rCo_-`p2=y4rgm<+3QWpK3v)Wj4-gO~j{UK-pZNi`H4j(Ogk+ogWfp7QP0<|jp6EYgzGbmfE z(l_tD%6}&L@G|X)RNGBZ#Q)szOob9la@XIifZk4x#G>jYUm>#r6FGPjL9h52>xi5Ed zhp)t-iy32pm&M~qUr|5|X2=&`kzDP&G?lXltnZa$_6`1o@cq2^*Za$c;x zQMrn`8p@8=WYn7LwZRcZ!_MlkuFjsz_F0jOStk4dhaO)8&A_u;2tTbJSGTQLC3Kx4 z2o}4jS$b6crv>22kU+$_Qyb;mn>ZqH3bVII66Rx9_26R|cmqsz!qx>)cQ+hs)i)-7 zlHjbsaCib=K@z5VQQ>=^hie_z#L^WZoK88eUbQZf^9!3~c5*om2{kbe&BS`RgpRcy zKXZ4cw&!Pwf#8qg;QS=c?F$4iySRfc8j_eP7eiqnDE@4Cz3V0?(;m}4y;X4hp7d+% zf(-UF!;9m~A~;Tg=?iub+4Y-7WP!fRNv$O5{;;ytE2|{Dwt8adjv7&KeFih{%)2uH zw|lnoqdeZ88Laceus?clJk5~;9sbUF5xtye?s->e_oIiB;lVtz_kJtn5YX}#*Q=ka zg!&ztmsg@*0037ud(PVKI7l&>OHYGw?^T?fiE6qHqJJ=NZ!(~B`+TtfFZ0{vaFz_8 zhi?(b{|I~06k@l|xVSW&g3+-+8zV#{i#oeyWF!wKI{xB)@wQPlIwh&~lQhO&ka@=U ztI@zA+31Mn&!&w)E*)e$Vrx)7o|Q|IK{gFP#h~Y{I_g%i$%kJDeiDnHz-QmTA7%x zHhQX9Y6f|Z>4H>m3&DqdD}Tw=wVR0FLNo&I7t5Xwb&q=!r*XE^)0u>eSmsy_jKvl& z&BmPrtsLa{h=^sFTJbcKg%T;?NM^|vnwQK*qt}FTTvkgo#~6qJ_(I8tek1QCpD6w* z-q)_!fcHcWfAiZJ=SkF4w&r;eWZ+s^xumT(v;FJ6-Qh!aMe`0$Xo@n>K`5c=cKQZo z-Nz(f8lH%65s3C7IX)^A&1(fCd*b4(gl!zd5OV2yd#!eH!qhZL8j7acp2nXS+Q-7J zWKT8D0^!m`)W1)H8XK0%85rKL0@uO$41}FNek=}7UfB&!!vma=Hh zdT1Q?-!aiH&t9o9zp{aV3z#5Nr)X!Xs452izyqoM@Xh(sIA;H*-K-6Tz3aNvlh9)m z#0Sq+B`c4sPyR-wRXo?s?E0gqQ#kYl_-~o&i0+yY4rY?)*N~m- zD%~)ls&#>4GPYLj`Hb|m%^P0df_nD_bj0V(HX~WWk7VxT2_87PSv`LvUr^1S-cR)G z_SuhJBE5Sl7@qS;QHHzMpW9lg(8T2CbTz2iJ~?XZ>sJJbS*@Aha2!NF8>73pmAP}t zyO@qVL(mB>lv(WIFH8ewLdjhOyTWr@@8wT9osG-!-|H+WSv+$c3}6haW5tK;BZOR8 zJ;a3gyY^-ck$zxsfRxX%VQD$5avnXjabg48a3Y)MBSFYc{?1}z*b1dk{D!*lm?L_mRF>~CZa|; zDvkL=ZO@EQ^j$0iKtUHY+zR(XX<1tv)ktCxWBBuv#;h<}dN|Q8=d9I7Tt->U!Yng_LvJ=Y(&3k+Av;?`z*3r?Muhw*@h=!bX-V z^dgX>uFjOtjbsG4qeHkjN)Wm*&*#_!Qs5oclJHmhVZGDL@9Fn^d$Mt$^~1oz=5AVJ zcwJ^1gW21>KfLcaf^Z2TOF+LzQ%h&@z0vEBX+_ooN1r9Ck(f->R^SGph;@t{<357!18Pb9{maiwZM}X;>G$XEVmC zfDbiBqe6FjUatbhLU4^!sI6wh%gY-S69SrgUcBjx5YlX^j>8wZ+G;oujASv8B9pJ%Ej)wwWsqVmnJ?y@++;CTk4m?=TB&;%?(g<$QEERA z$?jx7Nt4v4oa=mWVGRi@jbtNgL~b!rsC8~(-x1w_6J<2$hF7{0>b$v&djm5KRb=AU zo`AL|dcTfWq|SswRWWI`nQkIhuf`C>(;JOBU03zO5YIy9e@An({~e};uLRnT*Axgs z26Ow(G@i@s61?dN5EkWyb+Ksl+9`wKo50#%db)G|$CVb9j4V9>&$q18btEw(~aa6h7jtwEAX33O~P1 zCGDX5GlBF_O57cyB))gC?1Gc7llsZX^rmMDI@1^{`9GWJg{KGx;T!y*(Y6p;;zC=% zSB9)if-t90aNdnb`8{wT5;d2=$eHV?`FdtOneE&_1xOtO6uatUHZ)>=>nWY;F)p))$$&R_#g>xc*tI+#>rZ+n+1m2C} z0ETEy&|N{+-?EpB(7bUOPCGt1K9~Tt%cwzfA=@lv>v(21UTP0Mw9%phy0dMjmLW`{ z%r)S>cABy(0S32kj8FnMUT2k3UvpDT`w2UbHd+h{K2ji6=Tup!G`D#Zm_&Hb&Y zCczL0VliX!>jnYwPU0CqNpLw<)XMc0BrT6pp?A>#M3`?cn{_}6u;nFC!$R^^@^lS=KP8dL}9M0ZnQ0JF%Xi7U&}E9V|8)wj~dY2IfE zkRf_?eXWfM59vlnEZ=z@K_fKC8RpuXJNmD1u|Jfj-C534v2TfzxAtDT@Scx!;kmE% zNOb3VRBcA(rOXGl`1^!)opwrjo$XLXh`09u;L;FlU>S^bO?k*c z+$xmP?R)45(P7Lvws(w4{~nS9tCRa@yy>rSc;b!gK6*rSg&^^13fQ9DWc;bmxsc z|3`3P8gw#%5IVOv98*eGFXtU7ojk;Zj}0KqWmL`C2>|WKa!pR+3EGBH<>Lv7fyoKm zP3{rNJ)K4@J7PwH5^kXsGfK&1peoh7!nZQEI95S{;We_DKTmD&W{F^;fXCEM{0mNN zr9uE!WOm9fk#85(`pjN_vvAHItsMzLG)NbIog{#_kp+@;s293_2Z3d9SL;?6VPV)>z^_ZH z^!d|gnZQq5e%%5zcy957%c3`mKIUGqm02W~QDsN5j^1qg_}e$Fyv(gQ691V@YAZ1G zMoi@QwhC2fFlW5%j@+%zL!Pq0i=49IplPkZj2P#@Bj?f({-~ARhsvI_sucuTJ2S=H z3-n!7mXp9Xxj6V3bl)WF&UatpS9)(zG48P6!*wVwj9?D)?9Xu5ynTY>V}5`O&xl{u zVoa&PrZ*{hd)1$mTOnx&bFt*1{^?-qfOJNrFp6vE|GfZ+=nfX1DsBbcK89UZ=|rML z%xmfFvO**E9zybS{j$z^L_YpEgyb^+lOu_TxbZ+7I@Cm2q?A;>`dZGI12SQAPE z&EWmEf?GtHz~UB-#`@Br32PO~ls3@L%p7V90Nmf1Qo}NZ154C-p$wq(J$Fj}!pX$PL>0k&I$1auc z+XkI&gfoa(sfcqh{brGj_N*{iy_A2vcloPxxTr~FyK#5Xu=dfR8V-3V0}cxIz^N7z-|?EnCv#p_{*Z@dNNhSIO!kD ztr|&DI4AwT;b#w6*8l*o8 z<&(&2^4>=x5(1{D@O1FEc2DlGPByg`24)$G*ol4nwb<7JNsP6BT@&ueOGTMSJfSlL z==IVkiR&6!`TslRIbyn=ahbI|oX{rTmtH+`{{eR{LsW>sa5e$})rRk@9u6%WPlDu9 zY_g_ClJ_dbgERzLNauXBYGO+bb#p8;TVS_jBn*VTXnHV(B>>|Vj9U4 z<^pxcE5n(t1p~kx_?(AO8wQT(dCqvM1nrcWf)FXI;Bcha{s<)OCrdJOC+;S&P)!JH z^M4+Q-5{how3f5Xy}P??oqoXi(1UC^q_+k2v=kT;h8&-7H|9;3!D?*Ag?8Lbq+!#` zH4nUGK;P;)h?~EROW!-{2)G?{d_^Bh%431RD%WTi&XbhdV4KWo ze=RWZUA=tpzgch=wyKt%=O=qt@`NikE>Nzvg98E)iQHyDn($w52Qf0< zH~W4tAyNTN(JLhw%g?>I*Qor2J9Nx*U?)ix!TC&nDBKh%+hoFYkuw3NX%_86dn2&L z&>&9Vi#0uJ#yI8;MSLnW>1&GcyC&?_TdZr0<--xYb$kM-!eo6Y&^o_D1U!G zQm&<8zMo!cu!|W?7W(X>R593avc_>kf^{c8559TAyG`(|g99X6ZFO1Ei1|+L<_K7)v+}?7^u_@tQ+bwgB)`$kTK_r8F!P)zi2W=OY z-h?j1o$La2cDVG!HC70ANjalfX)8uB=@8xC|E5C**{#QtmrumZ6Le>6$4SusEw7{e zh``zR8t^85_RrN%K9|`hyxC~3j(bJ8(6{om%eK35|k`|>G= zobUdRfz6v@i~BRp#e+q>(gt5%tJ<0Fu6FI(B>jcfdHfG%B0VIbb$FZK^aJXPvP=28+HAi$LO# z^KyfMHFzs?3HO#0K;j|oOX;bKY06mP^^TXkouHxl$Rbs+EM|I?O@+Nm;e&*ink&3T zPwF2`!t1=37f|3$Et4XVs5y1sl%~kp*zpoWLN*3mzmCm7=!{AAJUU8gXeG;iA*J|l zIX7wH%Fw~R&t%kBCscwCo5HhAC4**Obo$TQhQT%rxH7Q;Lw1Qjt&~RusG)u3{h||~ zL{d#SCMGVbH5$U8U|KVoQUQ13etSXqcX{EQSK3Dqy0aZ+0FccV(-f+jd_k|b;liVcw>eclizG}7r>MD; zr+8?gJn-RNdi%SCVhZtnDnhf%B1iXE`gjxD$P2&EF$N8E{i2^f+e^*i6#L_9 zzytHOHB%dcc)Avl2lnN9j$?cz(xNZI*huR-Mx;0~0IH4Q)A@1Ht<%wSE0PC@S z3|^f$;IoDJX`|tELkonLpQq)YN4OKeT{o7eMc^RP9vJrX|5^V>n&J;t^M|Unn zSOR+tb>CA|%ipBG-B@N;OViyHlaB|x%eeduf#cMtn8?qKB};%c^u&)ubqzs@-fm5Q=aN-Ts%G(R^x=sv92^?qNCE)XadRN+piZg{MUA93x z!25tr2~o-s=|k_3gA}k~%Pka;C7Q#@-Z*&2ryfrua)?;MI2Ca_|7N3u1O;L){a@b& z^N<&ZAZ!GKhl~?|Jr+x$hD)Pjw*j^7PDN2=Fp*iffT2B3m`x=6E~|6K4*)9otUV(V zkS@vg>S(N^cg`{}vmSiokfl=wJYjO=)R~ zHpC~n+Pt^DNbY{ST1YFvPqC4jlKbm0E3uGh32osF9>Qtorih>A%@}m)f)^7d4AZ%4 zIo_n;efzTG{V`{|rLsPp*0T^Rp6)XBQe>Q>y^{TGvKDQu?5Ll7axayVctn`yIW$<$ zFoE1@_d;O&JztA=!ADL}MhoQ?Db~^VTX$=6y7zaNcBQHnS=(LteMIU($%>2Tc7d~| zZl`$5Y<*#Z%Ly*D=G?b35;B#HfF{CNOX``V^@2`Kwu#4b@Vi(&Jf2kUqE_uy9^Y%{ zbcAH(A9EJ)xQo(H;jcn0k=~khG3TxP%CCw(XlZ{Boducc#VRT#=T_lrkSz0iz+4$7 zGOq!_a^i!^OD@y0v4rz92#yEYLJFKaP$2jy^9n`uiHbu)84xNiD907@ti1cCzzoxU zof%M@B4p;xzO{R+OW5fq<<55RyfHAgxj9vXb;;;E9ed+bXL-q$`2o%Gw&{h3mUBc{ z+uk@$)G8~uQtG+p07)c=DdyVxueTQ|*97s0+i;CNuVV9tBe~re76xz6*0+JpGkR?>Dv&PpPv-kY8Tk zPOtUrD!Gu(E%tNx5xVNbq%B`)c&OT@%v{7maBatUr^SF#06g}n<6K^G*n7n@s01z4 z=ZS$l+TD;n;=%*NkFV>2)n0TCHTL)(RhpD+=^iYRZ7UtxlPKfouUFY{zk_5R{{>$G zc^6Rf0aDf*7(n<-US+_rqHF#&RAXbuL5qt;B4Yf!4VqT*1SM6$MxoPBvcy4Ts3_b+ zofa|Tywhg{RovH|4LK`8p)>bW<%XM!n6eZZlgl0Tnaq{IsxsRvaNENJ03!cEJ@%?I z%W9wN?Rb0oNJCLG)#4*Cjz)i&=NKT4{jOU@0{ zEdOZ7B%UY6_IlM)p_uJqYohlTAx-zgQQRXLVTklb(#B|HXNRf&EeXzI0(e8cx#@&E zUPQQ8fSkDhj=P?B01q;P0EbQYvvDYNoH+hAWT78cRhBMc0eW)gd3!gQ+|@&9mfXwe z!Y?vHl=_`Q2uf+??Ew(&rNMCT27lj7M^kp;vf=OUiR-DhNZSH`b4%2pP!_a#oH zw={9xD*dTDEn@dSCN`AwGlyXby?yX?UJ|i4sMHJ~b>kmn zdC+({kiY7SQJgarkoMVS;n}_&(ohZmO*!qI3bC!O4_`Sl#KpnzF7bl?8Au@BMjmUB z*TIf^NfG?Xt*0y+7;vC|=-c!Pd@k*>u^36bZ5VY*z!mvDy|&M%HCs?#1Z6*|WitB} zts=ldV9e|hfy(Kq7}{a7lJtN5zPJe!P4y#_5b$21z9^(Duf)DIcB|bvv6iOoR}bC{ zqjODW*iiq++D$XlfnoTF1n2~YwaxY|75ljS8{O%|PKSaJA>%9XOo}@=uk>bHI8lU9 zT>>g1wzkh5g@Rjr(6#Sv?ii12D&lTHIYvqJc``dQe=Y$23Yj`N>JQWrxD|>1HswDU z2aWjgi<=8yi^tyY98;_XNZ4~(w|V43(Jc3 zVCDFE$G}T}MsRF9WfhU#TzMU_{1+DSAGSc%l%mu((af*09sO)k8BR}fgx&%)pqRK^1fiKxB^YFRVci4 zoCYrZk}1xzo_WR&(}P5FIKu!r7}^e$(*ty!D&W=hzg4`>dw|65M?vWhydbbM;?U4} zfBwnv_zh0J7_Z3kac_o)@sKyBr3GxF=VF9MalE?@!30CaW(QZ%oZMg)`8jF(ZU81h zryA1GrjW=`~ot&mvobCJbJDnCtIq`|nTN9Kqt)sJ*rYu|G73%Qz z;VnH>mAA#WUQvS%Y~S5B^#;+`YLvJP>db2-^O<|G#R^_8XT9doqU}I6Xc4lRyln*D ztW8KeiXWR=W8j7kyB8$yigM%bpSKNP=6KR!xoo{{O}t&jM{H0u9dIvtr@8Qc(h!9Y zx6O##9fyinNB0#zSwYqJ6iN7ZL4Pg^yu6D}ik)RQ!}&d2k@x&`;~hcAx8VMc4Wm2k zZqxwHMTEP9u0N$EKE@>=qqt&`w4f)xr+)et$23p4-UnB=yfO;g(G^&5{(Qk~b6mk*b(lO#-Zo$a8MHk4eE(SM zRqelzu)9LwGJT4@04K!%jsb%(=s+=9yu!4xnF{VKU(dZPbLzb;u|xWK_w+VJvL%f9 zd3c1F0u6a@MVG741DO7iCxKp3#QA2_*-*YOtOBId7}f%-SSErG7wF(?Om*xJ@8F3v zwQ@*m%QpF^*>*5;;thgzF&Bu6~>7EpL5K+BBheb=vL1rtu}(Ehq!v`VH)_# zR&p#wNAH>h#ulCTCrz120kQCQu z_|k2Y(pToO*G!UV1h*nU8ZTrWmQ31+pI{Wz;+Dhm=i)0fK z5$_RI&&V_HX;qz}%u_kzG4bXe5;l>9)EtsQ1-iL-03b#J&m-y%cT`h<{Q$`PDOZUKo?_twplb8x)gPk-yZ^b3TK}qW+-^(+4{sOq8dc~p{tPMr zOg!;&z0c!b_zk=a8nMKRA}hyUv!mq(0yTuB`2wIulhZ8dr1r;4h3XFFn3hEcnSVNY zs#EpM_OZFqhMwIyE6gHJXFA?Z7ICdBa5Y*nxcRQXk4yeW9PCyQZ0O|&89LK)Xk;X# zEWGq5CfWDzd)ZBB{DWIYU4sDmwgSfl&>2!JWJf;4?`x{N5fTq-`C?E4vu~>k35*yF zis|k!ag6BXCCx+OS_!G6Mxs9bPY^Gy= zz-#z&yz1ZqzWq?Sm2fqaa%+|~6)?$SDT-;5P+C_$0KRO$)<1Le8tb75@k8iJebp+Z z`JvL{A8h)qZp}mg<|`u+X8Z46nQvfthp<8xGUlq$qso9=j)K_;c`bD`trd#>xt+%d zc&kRs=SqdVWieHH&h)p2gP(b)Kb-Qi4MBl#qGcj$>NuyN1^58R1)+dc&1ovLZa@%W_ zh|hff!2=94=*|TDp~u5>7ESJoeD@9vM&4ew_oRzlUrEnd>re-<7y?3%WjjMf@i>gSMHvvfS~R`7 z8!y-(2p(%whlV#()f4AEv8*!DYf!#8rUl+4dev8O5vL4WW8u7K68&_1o{12QzkQSR z8Hrj56PPW^QPs1_EEe^P0?2&kXTH} zd)Pa#xDiG6qS=3vcVc2mHobEtgKw$Gk$c5@2+BA7Z=f|{V;r(?4i||E z0^WM-#4`Ro4KppbL~dcE%)7YHyozQW;>i2c|c2K4p7-q zxp+i+Ks=Kpn+tRHjRSj!rPhMUgl_%{mV@+38I~m%&+j_jwLL27U|eH=alkGrQ-}q_ zRb9US15o}(6nsRQW4AyhbZR&|7s4H-<#>gIaO>Xai%2O?H@>Ccz`28GvrrPt2%6tE zHWj5!n?CsAxQV4A6!hjYA`9=kdNEPJgZNVVlF+nELN?lN;MNP+MHX1ksqzfcidHGa zfGV--r+EIl!MRA!Mtz0pZ#ZW1DRi^`v_UiT7AI*+U|cvN|D73LXtFg6ID*Wvv}*v~ zP{0z(>N0V+QS6L>#hqciIj#zg$9;!`16+mRlsJd0-n(yn9*Z&-9JXZvKQWC+G^MxvDNEujIzFFOI$!y3Otjhp4rn8nO5#Xm04U$SwrA$G9CW(>d;oClv}{E;BaU3D zsevB>b(K|T`?g8Qu89CPsR(zu1sX{b6C1XNw-{a`{Z=KfsQe-VRg0#tEfTQ~bH`Dq?n!pkE#f<=TMEn-AUPGV z@DcS2e+RbE0(A6F7oS&#PbdIjWsa{kE-&)`+ACQG(Zoe%0xQ=Cv>pz76pBRX(gHx5 zYZLHrt*c4X&c33mI2av*V~-fa*O2&7LWz_xdeRn-CLt$;5!%CFRzu-^YpO}O;Z-`kp9)Z_D1*Yig6RK5or zz)i`NE7Z&?8YY?R_=S-s*!3jzqD5k!L;U(OBh6v!%Z@v-sva%07vfl$3EtkgDfy@P zt-OC$I74TgYsdljtv0AQv1D?e7(Onepgs7zrU`REfEh{sZ41!le?V=}H9Ne0;W~{= zX4dT&D{IFODoE=dn!v~``!o-N@F@D&>|3pJyWwvnhNBQoABFEz0jqxQYE>N7nKdci zchQ%G`FtpS#|Hv;!}ZPtoiT&^Cv681ZQ>KMnAyK^iZ3u zSAuLzTYRx{^!xbCI%iq@p_F1=no;6TU`I$uaf0L##eO|UhpDhLU&w@J3<4hHG7#mW z%c-)MrX{s?Gof$7p@pM*#H7ATX$^##l>QyU8L%v**MhOnMMI_4fA$(3<<`r=x}k{C=Xbf{pUu~ zkBvA|Gpt_c{usMd%VW;M$`FW*?P)nZ<(d6(bAl0W>E@;+S}r8eu41F{z!0FVQzG<@ zpvPDp3|*O+RXx9yiLF|~wHbhbjLm%c5VGgkF z`5;!^x$Jbh)6W9Y=YAF7n~JquHfrOklGsu;F>pZ%7Iq6z>q zj|cni4n&F78!7iWtoT2lz%GVnefwe>*o&iMsuXw7%!VN!ag+~%fJWz0?p|plBIYUE zcEY68AV&R$5zXY+4Q-x@ETAdoT_MnxaF-l4@zMU8AA=yI${yDJ{YOI@(Y}0Q{}qB8 zWj^?Hu~-a=5WbV2mS`_2O=r*)8pQteyNR4se{vl1EAeymx;~~0SETqm*2*mY9UcoP z?(r?L|8(-=^$xvOWOKhsJyxZ8q7dTLuBWVsGGK#B_pNyFR0csBnBsLlz6MjIfFd0A z3Y?^0k3_S?vj*KlNSM9e&c`V zkMfuK_ipSTZE@#g60nZKO>SRCON#tQB@qW}$aZYImlo!oY%Pc3Be)BvA1aL*hQjm=115XRH%x z-D(u|TJ|DDG0t+pa#65Gh%kP2P%P0fcfs$uI+)hVLF z+Tp3NX+d`iHDXhGd_U+Wgr;NvMD^!T8W9+l!dIJ0sxMd7FrQQ#-?oTb-+UNg;AF!b z!$0JkK}rw&V=@SZ;Qb>34V;^B)bmGrkf?()hv0cq^z5BP=stxVwxUR2J9X_N6*!xI zn!K@v#Jwk!Re3ko^3Y#uC9L9O$8+D)x7_she-b4+i$M|x5RZ4+NZnF7kcQw!>R>DL zUTjB(N5xz#8VZ%~$rkX-T+CrC*$&Rlu}nR?Txh~eq|!`EUh$KZgNJ_Hhk??w41kdh zZ#0^+hOo#;`uu4!LjXs?Ph#8x6)uF@hoHVHO`d1l@oo1wHJfEHDCO0HrAn!C|qq zQu10PZ2o_`oxYg%2#BQ?n`3&&5T_3sYsk!~pSp~FZ1_1oFf0SNC=)I{p$SXBFc2ub zo2t`W*=F_#9FRN63_BktG<3;3pgXQAoMQ8fECU3D13dBRI$V|6M(X)iXm$6 z(&H{w>;pN7_=2boCK_dY05>otpxQq3ve6`5FhyI|BQWpPEI=&%lsnKi#7yi-nMW~8 zPmBVV1|sGAd5p57Bk9gU6KvQIX{lr)C|mw1V6vs9U;P>0=V-IS(DDMoX=y!f_dl#+ z4TZDV{R>KR&dig0l?Yad?T0c~#sG$9VBS~F##e%{7-K(<` z0-3q_ZB-rwfr~=hST>5TZJ~zhS8C>6`CL1q6Yd0gq6>+5>OmAv+1Em;=Jc?t9s;T~ zB>X!dr{XEEsatjOd>#IYt3^Wq#4eqE1c%*# z-AXQZALD%-%OD~)hf;i)3~Y#2{ife3_Yb0Rmp^y(R8Ja@58acz;d`%20ujp=Y9?qE z8e#;rVm?;B_#r`%T;T`p#Tg!RHdk%yR8(wUg8gDEDA>kv10p#o1WcIwDn0BCW#B16 zg6(~5p(I6IYIGa~H}QpAsTiltaH?w!pL3#p(5PcU`Af@@Dqtf;)e$X8!G{zSx?9(( zuzBx_p*7a3>9jQz>ENG2Oj=e+ki@U=I8#gDIvAA=wB;9r%2xRqzEIXbyD?OSYMtmW zYSByO4OuivKHY>GaSR(}EwixncJKcdOOO;!=A`yyk+*`H#z&B}3W-tBiria@n=HC{b+LO1@{{B9tGCR2 z1cT>Vrn83e*W&ihmDz2v13_P2mhKonT;x>^V(e>~I36&`0cm#Cofhyyu4|MnCZZqR zXnDzqR^xzQ`Vc_6TPVO+a4(SfU?HVUP*g06KkvQpMgL+GhiMNynm)-ctBjtZ7GIgVpa#- z9c>+r)Xu2Le>$`qNpg%L&g%=ngSo5{BJXCYdjSP>{%RC78I^etVuao zm0uXl$MeslM#%ohr1tD$OPppkrO(mn}F)`+{EY zxxTB{dm;GdpNQV^%ZNwv7nFp30Wc=0x<_MVZ04bULqdUx!)9eGV3*I73b)j6u=nUh zR3q3|n)u5Q18<#A2#^abbH~qkoGd`qTVs=Bpfvw4 zb>~~{rxyFK3}el9y?5RT`$P1<0tidhzRKoT#vuE=y98>8pT_}!o~<+l5h8= z{KVpFMkAn<6!n`_G0odMn@_-3xu!ci%Hje=e$ZW7!c*SoEi@#NT|YLl+b{^eeNiX& zxD-i__aA!IiAP^K+A`@ei}*RjgMFVV8W_ZJkq}^!x<2~4*<&1$Lmm)gM<%EGFoL?M zP^$=SU$d8yi(3B-(euNqk_4+HexFoCs5-o3<$5ps0Y6=4$M_iEsk-v;z4X^~sKVH+ z3=~m&Tzx-CabIkVq7>;p8;d?Op1;_RLG_nB4-agqFlr()(8Ox%bfG`{=!}#A+eSoT zXctlL|7@`{V+NfF2X&V5eag@uL0dnxrKI8h7LBzqLWwkJwhvWhd{V5+u7G$UthB=` zHF+Z461Q1hM$?<-2rH}uUnw&`2+tCU$Fk$%stz7SoBubb!)=#yD4U8N%rfR| z*dcXPh*t~6-p)UDmhZofG??po|67yoCByb@Soxdvid6$g7}ypCZZy&taUpWc774oJ zEmTuWAbkvOAl;#9jJ`n(lpn?T^#S_}l$!sA^#!ZG?fMWV0OMyB%y(_+ano^~M~> zN4^e%6l(>cChV-+NsoW(Mj-7XTvFW)wkcy%+mC=bpOoB__E9=e(a7iXky+ngYQ;-A_-t#Hn^+W4^( zBPj6$XXMbUVgF^%GXBljtcZ|>)G?s?yn&biI1bp&ed@#DXR=D^x&1|{`LIa%`VMS_ z4h7{ku)csB9Y^`FcoQher7$#k|ED!^SE`56>F{A#3z(_&FiO}Ma>zWvjiYuuR-X0X zXk#nk0s@8>))v|9(DIF_#>*4X$XClEu~i!%kt49cjd*bszO4pKJ`NNOW8$=i`9GHg zmJ=2bW&t$+8D789pnTJUKuO+oJ-HQqZX+lNT#1WvF-dcNHD-m1-rfM&{p_nqb$oOE za4FRaI=&#Wk^6F99(72{KR!x$f``!HK57C>^$RVU#Vj4K)f(OM{i@V)Hf?fZWgt2p5G!M{e0_{>O9hw{gMFbIE5)~ zOkv>p5c!t7ws2YPjwHKO3CyIUt_5Q^-Hb4g3xYq}YFbMtE-LZEn9Z@joxS%pgAI0Hyt0ZLOo!7MuI%ZQj0N(} zB!a#FVM|ShPB@}p{iSL5UI_Eyp8;OJ*BsN4_Qc|J7>0U^V5OqHJrM!!qiQ0GmW0}{ z446ly78eFFZvY|qpD~}o9rwQBu${l1ynl*xR`7Ab`9Bgx{SZ;8zF((H-eTlANSX)*T$;mRrMUj8Kn>4!wlpaE-D1a7_G~F|}I^Ku+`UtwFA8SNAy&H)Sx> zrQrrO;s9>k7LPv-oStv3a+dfoe`KMyYy)LDk6(|a9N@cp{4g74L4FHp zliT^}q2$P}Gv8iamn^fZt{T=YXf=%G&F{Z>JWJz=dX|GnODSSR#-e<3B*0Be zM^X!hI$5;L?|`zOWDR0dF^bqR2bNq(+pp_;0r`fGqP%E9aEQ*q0W@9jAZ4Ut2P7zkLWm6uSJU;a5>z(2tOWNDVtS&l;(JgpN2kC!69 znR{2Eo4XzPLuWAU{s?y9jEp`t-uYr?br92Jq6pcBVQ?bc>cS(`k(v`}^ySv3I0SA0 zTTV+)g{+5E#FAgeF<$;n0>O$;Lzc)V0YB=`%xKS2Sv??|mNFfyb<`?-bnW_S504H! zIj)}g>0D!rTi1CJO;)8w51<0`_#O&Uon<}%Si_WaUBFjEsC@rZQ|2-k>5Sb#bAf-l z&vCa(o`NPIS1wo0BRNJBM!8A^Xw~~bMrCg4HD$lKSI9B+E7J`^SJN)oa7_u~$Uz(F z(Wz&Hh=z=a6ah+`+zlp7&sLi&?)2Tv%xZhMS10|rr?sWz&8SN{gYLf!h1g!Y7(~mj zm@x$=n;?37llTtUD@osJV)LsmnzS6)IKII2vLBd}R3{a~*eDwdVe3wG25S{rjjVlX z&J3VwLIQejdHrY=le&Z^^ZUEm_+W5vpg z{ji4jv)P6&v+Ocp*>Ji|z{EMX+?ci5Fn@@y9;y`%V-lgwJ~giavaQR6js3>0*skAZ z`qmr#AKUMwyhs^#?(>5}&IDpef#k6#;d9RBK|51>`1W`Upd%E*xR z7m}xBb8$OdkPgOowNmeg3}mm$;q9a#ZM_tS?ne8ZyEi<3!v(j2j#Y%^4P7LX>yAE~ zh0I@POqX=#t;0L)bDY;f*sh5>>38Cs{kHeR{~bv+_^zoe#L&cYHaQ#M8d<+hM(w}= z?x%6kbd0Aapbm7Q7}NKLL%w*qFneCay87pf9tJ!q8_ePBM0lWf$i2Fh0Uo0{Oi?n5 zxkf=&P8}OZT6FiXBnUa%qh@MN!5gwh+^*vCYt9&K5s!WOUK@6v-woo|tfZVR*_-8t zf&RU4GO6Ds-%QKS3xXQ;MF-Bb=ucfjX^u{G!(7qmn1xIMREEZ*C}p)(w2&pNqkO+d zq;Dd%L?Z)shz6jbd_U%>G&`0CP%3CcliUQeh6bn4jyKRY_v}@nBm6A8^veG;>4c}< zsWi|K1sJe)wGVCyobMt}Q?u&%Wb_k6Gwzs{fsmr4UX-I&%B9+MNHzXR$<|aWpL+GFk34|fLm)N_uScR%ucWR zpvfTE;%aZPXup^~9!`19A{p*kbbQ};W0CITp9x(~RuOc)%U4n%`5FO6JvwfqQL~{n zJaOe0jFz}C^Xso13%`V?lnO*<@BM& zDILKf_Nyd5*S;ZxCORM_Uf`q!^2}l_8z%SY8i5a-o*p8|o#{9g;wS))3_Y|=hisz3 zStEMD(fpTzf<`V8A@P5nxnb{dyzP)Im%5ERe+jKT>=;Nm%~_uq>o3MkSWe@Wz;buv zoZQl1c4WM7=vncegOr8!!6W&MArN2FN*sDygs&gf`?5VCJjOXj4D zjxeT_k=RIS(KxP|rAd?aWM*0GBbFr^wFrY?Wdg0Ax5&6`Ho9C9FVYr06fcKMIO0zF z7F}Phkh$W@hxTPr{N_{;7UGATL}CoH-P>!FA7P}0-j_?Nuwej~3FIPcJXUI%)Pnj% zwXO>-Tn1I4C~n^vZs{M?peh=VluX#aI&XEod&BPicu?-TRfyeKEq07$us#7UgjI#l z7(Dup-*>UOGY7uzVUX)DIEivBVLX&~AR2Wj0$o7Hz9#6A1yz`{4*DH3j{=L{^p1d} zqSa1Pu3^m3@DIMAkKSGBI1!1~Htb6uv@`%nK)1hH#1$q-?X`q5#-pju3(@Kj{1&*h zZXhYo9%Lsyz1d)ga^T9`e<+Q#ZSWYlquUOD7sXbu=l8)#O!Q`=Sa@;vWP+>v+&Z#f z^$`=O8W(mf)H|tmP;5XOZJlgujngZMnlV!#5c?nBKfhzPuu%_^--2kvQNYzXIZwIa z_Ns1x4}|om&pG;Im5-oH?0jeVoSmtl5S-3@e3z+2*vTY8@CAdDga8@=>mv|y8Ffg& zZJjMUXtTob?Fx_JF()T|BN$(Ew_Gef>P!9M|AYJ$Dj7p^-``@pV%Y7C@EXzH2948b z9a8h^c^oX-_@ak4{Xx}1WT&MNEQI#Rj)LwmQhAWCi_kZktfa9DGOEwLbTjxUh%~t8UrD&uH9E&uFskL$ z`MzB(YvGfVFK-b0^8Fj7Aih!V+&2&13pnIIi29TApxk9R-(!_g9hQrYKOY7p8c&>s zGHz=v^-Vi^5s_%>lgn18Z1^LNiN|4$nmlugU~|735;GAO_lM7<$R`X_aNl}Fw^f|C zgj<{k6{*9)vNC;b{GX9*sGJ@Q52$L^7(Hx5WdJ~Fz$ClNzAiD#M_{oFZ;RS79$f?^ zyS%MzZo1&lRF)BKIxdrK?R-E3c{GRl=dBSKIjeNPrDX{hIo@rzhfwus3w=0?>>*&~jT;#f%{-*hG6T3>DYCbzh#vfuu zF!Ik$^CV&h&Mh8Q!h89Sh-j^~WF_>utJ? z9~yX~hKzesk}~$!Bpkn;#_`xKn4VcdnpL-!fVA*VEy`sINLzFtq{n68rpHKPVRya7 zR`J!!nbGs&*xU9d8xici(ev01QC$zvHm^5kM^-Yg$K( z>))Dqxo(6Fy{T0x{Qu<74HTV3J)m+b|_VV4;I1BWUo28&+14ToPp9$ zm=hLepd}ZPU|*G(*XZoGneWbqlu&1(Ov5T7A_)$TSm%4WG?Wj!A*l+-=?MN1SU+3E z_CGkFw&g5KvQk}4&{*@41&lK}I@M1jqas99OEqwCFme&_+`cQa?Vp$YFnxz6x%zk( z!BBYVU}Ylt(=QW28Di~RwwV_R-SVh=KdjbN@wO?1>l69*=YJD6p7FKqZ!iUDhsXshGf)$! zRQq4OR|`v+C5GrOUq75XKw5W8vIrcA_Jp#OHcf;`A`if2)!%BzSS-5cP15y54Vk{1 z$t;pjLh;zhHSGgwf)UV03!GjLRpaM7a3r_Frdpr;7JQ$oA4sXtlD3 zTJh}nd4>}mYXD5vxY;P16ZUBGlg6HRelvrr7W71t9$y+sLUtAvLj61 zB+p6RgFG2BQ^-8W%(a6lx%1eSar^X^ZQx)LL{tCmQs>xN!HxW|!g6g~hHh(fn8)Q7 zEPp-*__lxD#B=8XXn%j?eXIohDzUW26WWg&d4P((t9^gj-f4XHpmiQC!)X|EzH>W= zxJJ!RiYM~2L@0!TY%pFm$OC)jNqRyA@WMWGvfa4YQeA8^~O;Id4t4;!?0e4fx!H~Po zS>5R|7Q?%f?Hr)X16*(#UsWnm`TJ7lE_&=DQt|nZHO)<1;QTU#YfjY)Ms7Tg(0vW& zYv>P)U%;s4Q0_|H1C&5=!E7*S%-cU!xuAfxMND-e+@}zI4h+BQ6;N+e-v`-OH$y%= z)UfT@vImg*-X+qHh?j*~$a*=KIZctr;8t+PB{|h(9IV`$5MgjDadZs6qoc7I5zKWK zuuk`z^UOH15E5DrCEcTB6w+nThjH*{Zmzw!@QE7`QCJ`FYCEBMM}<#4c+el_mkmI_ zhjU+g!2v?`cTR&}3Y0VE94_@X2Rx(>{ZDGd5qC?mISu-qC%9isrM4%AV4$(p1meSDMFDxSKhozh)ioV4SsKqUVlBB0S$V z)9vBo*Tu8K`fTnq4zrkL@`3`UPbTm$tVESKxi8ed_@ha`itgqCC06hftK|RY(E}X0 zP!tI2>pr)3j0x#P07q>2)4Un-NB+P=awMwDPeJr|#&Mr!=#vR%+GSlxSl&k0EX3|+ z)zR|POw=1xF>rXW2kqT*f;1EjBds*bu%@G|lj&2`^Z(BS$-}-Z*v~wl$D}HII%`E0 zDK)PsHuH!fS0SAAG54e2R(hgnUg-q_y^wHaWIQBMom*v&^_bosrcQXlqmj;=GRonx zoHq?21`Y&9Cs3E`qojU)Yf?KmI_<}~C)pg)IK~{osVBpR;TzQgwVsje9*1n%El@kv zCda5&t0%u1dlcBRQQOTYD0>d=CyJVhFeh`cu+^K%Z}9y`@aR1ir|IRZi4pO$^XuZ$E6b{Bokajtqom(JU%yanLCIZJrx){|6)mY~g~7FKEnUu?NZh*K zN#C&Z0hDMFmT&#}IMDPU11dGZmR7uewa;Aa^4*8eC)BQprbqk`g+)fGvay(8O^eWm zvP%;@zo@T}MlE`al=cw}K`d&J$_k$(?J3ElAh+b7rbJR+_QBvRLNP8&Y`t;sRBBmr zvB2%9){zO_DQ$e#ALB2jTeKgDn7A4nvY+3Ur|nT#;Yo;>&>s*6pF~5aP{8frS#dTg z&|X3aPpd5&_-(A0Pwkv!>$4Y|p89Ba1g#ix)=>g)9`gO&!{bn-5b-?m8WI4eowRyj z6IpX!KjES!o0Y;dV%;`}l5PX=v{-Xsw_K_Th}4X%T%!wMeU9+lyZ@MtJotEiBr`1| z`%@xq(;?_Ow-Q(-iGtJ?#1ihla>r)L`u50XUqK<@cQPPa1hIpd4;Nx@}H`)~y}MO#T3n zWLxp%P={)=^@1)-qT#K`f0%X!Fo(?%)5`Z3!E-|t`fDLdU%~Em0MydU`THh@mr_y128NsoxdD3j$T5OD;hDL4nZ3@CjGMU4) zqH*DvwpV_XzzmhatKi$aTi7$EXHFIK#yv6}5O-$X4x@*;6lqe0EsWu~@L**GzP|v5 zOl+i<$BepnP6pu`63TmskN==`e;I@J)vi)dBBB2=@nrtLH38OX0zsT?e25aCG|Isf z-qp4nlK5M^m`312>ScFklpLDB@iqX?7)&*Q)yt-$Xleq`ej+n=>PzJn4dhc{ZMl|G zFZ_DP)ZAiaAQZSe=N%xtj+Oo(3Q4yiBOwU{mLf=Oo<;a2B59J03xgKGa zhFMb0Ob^L3`qNuz$M+UE;p>7W`sHC|78H$H;ms$E8+=;MB7**frELPs1uxW(1=7hS zUiw}~at-#e^QP)MXws;9`A^K7MD`5f?qd?t#e~33nQy#f@NT)SaS*&v`pr>sn=~{s zF!4p>U%>BaIcN9S)ea7hvC4L-$5@)eZmFwcs9wL+=mi%;OQS`_s-PYXsvizAjf9tK zIdQ!Jh()6Z>&D*9$L6BK_$L@G&wN5-d{Sqi#${IE8@MqNIqANTKDx z(s_2K9yp!b^x2zJB3AjsxI83P{9?5cfIDF6sB$XKNSJt1z8!x(@T~oYsP`ys9cxO`XvYDF!C73Z3tK}7BdSXEJ%6Hh!4wEOxiIC|Z`gEbg( zxt~(4ft+T9I~AinDD^Df!Q|X;8dzv6t$Ko-maDmf<$v2Ld~Lr}45&zfOd{d>CsT-X zu<2y!Iv)p!Os{Es4P#E0Hw`2_IcVVda7NpmGSERySs$ih^82SV7^Z2o{eF8QDYQ-S zpbMZpAE4RgyCfz9WGAU6Z%q6#zu7~oOXsIfo$%~=jT0_Ew>dgOLtD^K5&DPn!>ilw z70i^d9tt7SOVd4$d0ii7X1L>gRNZVi|2HnMey21r#0B&thbK#X+x#C2-Rs)3&Z&JV zODnXZ@QM$J01LjkQ<0f>o{d0NC@+g2PG{`rI}V>%a~y!VBA3jgX))3r%8K0@O&jLL z3n->CEAim6QqHfy>Dzt_kvw6O-h)WcQu;dJzyNp%NuZTP>pLW&*x+M8z_q0R_5p2s z82%QJD}kv}vDv;07FSLMY!9^f2)dO2wKc3K)nCvw1SYqz<(MsA^MTig}X_%J}K6=1X zQ>bE;tOf6B4L*4H$Lamm{l`|v8Ly-^{%PQEZ5P!&9f#e1SiW1Cl5yS~lrCxU6@Z_1 z!3qs*jQ|80@tlb;WaN`0;hwtz{8^+PlRMt%A^CCiN;u4_T}S&9IQeM4x-7yC`tuIg zu7%zFz}7!r*|e>AQ8$(@lWPWCS|>6h99I}SS?U%sW(vV=lqVf!9n(gWQcSe|a66JtpCMv(xaLgI=V*JXln0S6xs z`Sj%Zi6BB{wpfOsdcr0oBIbe6PWmEQ6r;e0&r?o4zZH;ZpUAD8Pvn-=ehd$*m%M8p zv*QSEBH-xA^EdJvt~HVs zm*SPbAB+fDU=HTI(-oC_@oKqMXV9==jtB49qP39Tg%T#VVa5Pu_#<_7M}w)?6c0o2 z0HRVZAF|Xs<4NuZSImyE6~PJrZMEpwVxPBWHshN6soL_nXvLxao-z`-@<`Mk*U(tw z&Th*NUqON!wo{((%#`+Cky8SXuE9CaCAypT9=MUcR)~!Up!PT#E~Eez>wRn`tLp7l zb?DwEV%SvNnyrnP`+2G8E577Ov0iGpR=W>xHfF5+jgW%7ZqzArBgnNk^z_i9Up%W~ zwH2=M(XNJT!CeQlXlL&41u7BO$PWJUkoHbKx+n<2A`$vVa^Ka5ig8yQs^pV#H!WJo zl^nOjkT0SB)6`>gt9fO2kyIz77I0~)X{QjZ3iYP${7s-U)!(sfW9g`m+ zD<3F1a;4a@lOWi3_0{IN$IR2&eGTrgVppY8VsS0XCEeUl@rV+n{OPFDf4XeMgre}Y z01bU)Vz}u9TR<>qp2hs=MawC+)v;+-BCx4xGkF+on~w}&4J&L}YPr&W`A&i#>gLD< z#W4mRTK~dV78DD%3=_a=`Xv>_Vc&;%thXVP*C*bR?R{1*<2G&%Db#rY5W;XCqKE!7 z{}zAhc~|4YCDMqj1VcM=GM5K<^DGeQ#0kZ(_c2lbT{L%L6YR7h7a!25lM*dIW1vFI z8&9v>zlbbt@-bCTpcEHl6=Ts9l_P)~Ew$=HG?II|2x*4UCh;_Y*h0bE$-^}WA~1J)C1 z`MTao!cg>jEA>%uFAK@;<(X>}$XY9-qrc)q(hmIQO5icSI8JLTGgQyz3Pv9)7)g2>BX&!;aTVC9HU1$c3owSkp$Xf+M3wyG5H|Jj>Mh4=1!90%a z5XJkpZatUMBeRr0izg+;b#wFR@l7WI595|~&XCadpClI8BUt#SH6-v zPUJx*VxedP+|}x2Cu{lRv|hXDp`=uuC1%ucFU_7*E%Za_=`i++i(NGdZjiUggs=qy zja?8{{FEIpq#t-Wu6H)=*HlU_=611{SXp6QElbz0Lm1l(t5WcP5nH6L!``XJCt|Kz z@;>g&;J_^lo*OVgJ8(g6^UR{HAE>*5cr59cTy4#3VZRZSc^ga#N2kN+ ztP|T~H?1boB0{}}Q^c+ylqzwclWW$;aRU{Nznq+MH<}$=39w~nm=0u4oZiqlp~x( z8n$z}FuJj=jM=f|_q)|aDuvp= z$N)Lcs`Et#z>@E=cA7V;A1swj%vLJA0jtUj@*NBFQSABK_;Vdh$+U!N70~UX!W$`( zDz}j~;gmw$#+?Qz1GA)|+2`Um#O-tm4@5e&{9T*;w7RZL+*c+_Sj8<)BVIfu_#&j3qj3-u(7tF=cIpBQ>xqbT`ZmJn+?=F53vc(BZ+$;X_b$NbS z%e&h|1nuB_axYezDy1zwLv{P+kclT%r=2Fekh6cE@5Wf99r1jMV|H3tQlJ=$hB9`_ z5XEAzsx6Wp2!R=I@vPeebO6$tA_v+2WHE&dalWdMhs5U`Cw^Au9%sokOp2-Rj%J0| zd;HywXH%}lumU5_psD=E;h>l+&#J%Ji-bYWCCwOqY{BLUQcRVcA)$|_CSVQw=<*tV zAmN1D@La1)pJCfxSyORdNpE*Ac0SE9-+n)nH&Fn(JI|V}x|EZz`T~jqhdW)J z#dO|$;&S@Enqv6l(^L^edGMdC;*CZMr!_M{j1onvPfIfQI_Y$@vF2_vb>%y_|4BeT z6S+>ZUeiZ|_0c*C+9J{)A~htLT@j^{?HJPJDy9OR!aj%}lj^#LV$^0gTz(*PS)Dlk z(wPJCnc;2&Cr%{L$cU?uHn&fq^|*PSli5B1W6|ArYXAG)YF_Pnl~iV0>%6$W%1Ope z`Itm*T0a}pVz5g56C!}sej$oI0PEhadAub@ngBvapy$BJ<7WF%*Mzaw12m2l0wUxy zAgxk_hItinCR>M`6EHJLe19yAmF%c2>U^{!|J|k_IWlfbWr zF!SIpB=c-Zv}6Zy1QNZF0e0F;M2?-@xMAzS_rBB z=N-`P|H#8$wdUy8H>4;%PF-O1y7zNhDH}g~M4!tc_~uv0(;)D}^4$INwkcrgOTW7v z>{y83%>ju*fH4QS1hHCMt&vSF_N7}tWg6mnDa5uFF=;_ngF2lQY@(3IcktW7+ZHy| z&u@OWRblWrs8u1d@9vaHnCBiI7VESX+(Sy6J|aw?(Y>dIOE;Fm=g4e>q*c_%$x-<& zdgBG1ch2Hdjk!6YtG+4kX9?m;V)53!@Y#kwB0p>`rkDj@Jr3=7i{Y?DNuHb_WX!Ue z5ZP&s^Fdr(wQ`78Pjl;Xtki|)o~p$#1i{>PjwC)NG~D|ls)J`ff`>G?Gz%V)K99dZ z8_=k7s12H}JE}fd%HM?vCxBJfsEYohhTJnOw>3jOSQ2FLbmTy17`Cl%3ELLcd;Y8x z*J;7De^%>+TDpJJPZ14ED>vEBynM**Q1+rYVA3tf2}{PooL4 z!3Ho*9AjL8UFm0qOTVq4$vLXc5_I1niEoQQ=MT10dRfP<7c_Q^H9!Hyy6x0(a>Hp?K@Fgj1T z)k*)LbKsZa%0ZZhG$%+#)AlpD5iTLq&uSuTCc*pxdO|9Xk=gn<9KH`d3kUB~!pF>{ zhBob|CI)HCclz{YY4G9ng3csNrDJFXX8aPv6*|KgBfhSolVrlJD)tdQL|q1ZEW8X6 zkzGlv`(G=`y#N5!PQP`~4$YI|qDZvJ`5J+D{&<#dA@%m#q_CwZ!3NZ31hS9L560Qi zVf+l3Ki0RC&>^6t_B^W`CEW^NpnCz`NWwuUb<4?SIlgP1+wT`oaB-_;mnKyzWY1A+ z0fk(PTt;|K#dK|-$-&cbU2Tg&CHI-k2I5~vQG@q)J+*RXI$dEUmwmPb)FtD5^A(;ihE=?8cVA_zwSk5LOs%A%;(EY`MFO`W zN$qWgoAVB$GO2E^jBW;H)6(M}0v#$YdN-sJ4k0!4kTc^?wnH%ab~B(xq#mDZ00tnI z>??;K)Q!78nwk1BpoqgBm2dRvG87UPRs|M~a@n!!Ma|2mKo3K!eMsE^SbVomAc!t6 z&5p+Nt+jps7?ea-!y8D@+_@Hl4%f$GLM06n-;aa+e69sZD2WWsUQDZNR$D~f6gAVq z);ku@i2HQNsM063L+s9wWLve6%F%&3A!3l#)n)$Sp#yGclhxL(3($;;U|uK*dhjOl ze>vB&T=7|aC~hTuCU=ZXH0Wge*?q7^!NsvXbS|F}7Ui~lEXC-vB(?ibAqvP8G$>Bx zupYb6%oy5Y7iB9xSi;6tjmL}zVE@{r#Kjd-V$2Eb%UV#vkX3fmKyJ~i+ZWueO}d)i z>V{04w#u8n5hC9j*KW&n6k$>Eam(oxdQVc4NQ&X+#J)Ge^E$m|xO&X}o?eir*DyP+4<4MnCil zjfQB(pOnwqUNT25WiK*EN7XeOwVaBfMET}FmJP^KDryD8XvE<2Lh)09CW(4wuHHvJ ztS==k=;j9tF4)@Ms8pMax!qT)bm|0?CM>%?d}Nm(85AMhoOuqYzrvtgm-!bwlfg+m zS(^1A??b2Nn~uPX{2Vp>``b;CupAHUZ}QTE*9mbH%OjVv$Y5FH-mjV#kt6e~xPqH) z$>-hy)%u=7%|0^HpVjif18b8=%42^ zoUDkGPWA-ED-8fRah$L$G{v9&&4{~D;Hx?qZ3ZXnBOx!U(6Iq&{YZ25rQ*y)k{x8m zHi6CpCVq8@1JgrQ^@4Qhsv9Si*nAwTv4g~00k)UaibQZ!_8bOe!ACAJf7EI9p;uCI zt;W?ee1#PA6L3DG!wfK|0!N{{cD}|X4vp7iaUl4NTrb4^g<+yUzwnv)o+u24t8pE# zqNEJbrVZD`74g9$bplLP8f1I1BN2~eS=4!m6kMs!Qo9;#t~(8n0rS4Z6X{+UUfCJO ze%{;{VK-VQbW$O|IlX#mj@~{9wEQPKIWm7NsQZj47Z4zfVnepmg2lpsS5}+JiIw4u zsO;f^F7d&KWB>`mMZl!4JDZ41HG0TiA(YBO<{CRz)*=fTcx?Eb^UI`Qm72jw9iyWj z`NwZgI>KK`)Jwo>d-liwqh`@WWPkghf!|NHwKUUCQe5WQVtv?(CO{!RB6P2BTr2?yzwxd^`N~q(uTO53n$fg!V{8-s^&~q;EKrL>jy`*aLR?zo>}Q zW+|o;b1lxv5J1Xs)o-WjEBbaDhdVqLXc^4U6<;AkB$n*(ePFS>!D33>AAEgy9wGqE z#EwZ;!KMEL3830$gC^A)0(+AY;VULE%tF5x;PI^yH3%-+5VtbJ-QnEDg=kT>T-Y;> zX-UvQYG4hLA~99}#CZAfRmO&qBj-Y#)=F>DPaDyqWW!EGAt6ba_5iY_Z|K+8-lU^FO-A4^O2&bY zW%u3HnF!1s`d2}Z#)yFL)NzSG!@)V<{-1w(Kjv4#3mucVN8)wTGl6~5s9Lq+Tn8%J z3luCka?09(Oi+Pj1iZG<(H2gKu_C||?iA7#vMrpPdut6DdsVjQ^TKyUe;z0IVWvTUDP}kXozW+FP9qIloW7*f z3P@PEN?>lAV&eEI)vb(`Q(T^F+?=af0 zCzE)~>o~xR-S`Ts5Z^jc+FV>XOz0jTKix}+*4^mAs~MwT#72JeX;MKDLpWDfNia*6 z3E19+U zm2PQv??%B^8aUg-cqm)BbLzWP3C4hYTY9Nvkj<*&jkdPRwOk^WM1vH|>q^uK=U@CT zm7x@&J;>_&87W_HHwn&$y3B6E8j`%JV587)yesfnQvY`>B0XToN06Hp2JV@kyq*1S z8TZ=q4!C+di^M)7PL`ZOw}VAWkxKP(UZGwPJalXZ%PCB`ma%h^uI*ZzhG3X|E_1UW zp4$*VT^=>!kCd^};O%~jzf35xt#Q_zZV=3{oXFNyBl z2FTiG40gufq+@x{sy+gmmHOD4meLdg1i2@2v- zrSu@%XE|-pht4~o5#y$y%70#`Rz5Q2^Ek_G88vqi)< z?tTR=25!51U?eiK>PS8k{o_vR9!8!6SFp4c>{L@qb|KBK+NDCNQg7_>3T;43UUa$#kMxat!E$K30 z4Lyv!lbg05nDjb$U7gc|`#c1|h$@fN2JB5M>eB_K&VJ4xCdTLa57LP%?B>ATU9q z*Kr@rF4^ofA+@=)*6g3ec=P(C#FcDRpDic`E`b*p1Ii&QYNlPNUN-YfCyKSHZ67`7 zX6nCnOQ5==;^v2MG}~Ig%UdhjAh|Mq-a+>$6)DZdeHpZ@Ye=aB%pNukRsMt+>m#i> zdRm1cOI}PtIG&ats|l7hU|?>kQdE^ERxO&kJy!FuTG~IkyhcXt#iXg>o?u>jaY$E8 z&$e*0wcW#Hd2L9usAoo3fTAJJWP=`OU0Own*G|62G6ljvyN&bMAfv#Mlt#*ys_qK7 zpVH?K0rWU~- z8^BJY!Gy=m{6)q<-GEqI3#*x-m4OaYGeV{>u6@T?`P!) zGK}D5A%AN1JvUv#XUySzVLH_Y0eMh=m0Z&rK`W8qWB#gj&pU0~j*%7PF#d2;8fxAK za&b3{A%Gxf=F`6MT7Mz&h5yk$^h*j@XCobyuBQ^%daUm5emKg;bm?q{TxNhx`Y?R| zbc?Ar0M>Xlvo1DICW{|u{B(Uq-fqsJueXzJsbloFKEWUx-9Nx6UIeWV;bHH{`hZ3D zN$YSWBpg^|Eni^-!{aK!N)cl8AIv7>#&Yi6`i8zTI)aPcMKEj(#vPFi z<}P{NIw3Vh{y0*I7@4?CG7J`}cT{GFsK#_&txh-+eRwS3vBk&W^Xf$v?C4H|pkK%* zm+{*10dOqLBPgQD?7F#a4YMfx+4CO_PeK#w!BP32N67IFKMFbfY>P0zmWiWUc^+Q7TP}P7( z&FMI-2PYIwS!4c;tNYA5>L6J%T)LLzFlukSAfoP)0u_$5in|zP20Pmvxoh!z5(cQT zHSpak@{`4`C5w)G_k~zv(466MxbL?46xPRNf=}c#W;DZgxR~z{(7jUGo%?N<-~2kGT)g@L*X?5AmS56 zP$ddb?R7VNfp<7y2%X%}cH+J`zVTbo#&m0fQ+0m*7LNLw^g%i)gXK^sBvB>)s@oAM z@|}u00+UxYMUlh$zsj_|I_R-h772j?;F`DnF}2FYop4#FyugK?(pL^NlRY9fqfmN< zeQ4cHz>WZRJKN8RiRUiQwkw(?d67s6S7YKXq!t*Ii?ukK$H8r1)au@e#?^FBkM4e2 zMUy#^E$IV+7k}2iv)-=8zUwj4Ph|20(*Oeh)WJ|YY_G=Oft@SAcmM8R*YBI<@_*`x zmZ#%eqo2igIn1qxz@nY~0I&hI!d*o zc=hSgSnd$Ow_de^-_FAHoW*0W5UXjUbYpBFEFzEaWisW*4VSeof)ejTOV@ z&YL5tO;-ZJ>Ij}0<-uvIEB*mF26Qb9@On$LTd{tfL+C#Bt))9_2Nz12mg?6^IOr(9 z0@>zwI=xP6sz9$5UI}HyHIcXR_molxO;KUX+zJqO-iJ4GGYw&`uOk8~5WddVY14dR z7Wp-0=W6?eP)g*ME<^scSQ(Rp)=ab3_xeMl#ICR0cuzbx&;+*uDR>Xpw0tlj!W@Tu z@E!dn?jtCr})if;O$WuTLthB1v!|SphkMm=zbL$zKpmEr3wlGulyY zcy2-S)*6>%okl4rwkZYCTw-^?fq)lvL7R_)6ucek5z(^-p|ToMBb#=oP6T3-&txaCKPp z1qINRpLNbf=(Xi)HF#Yjdq5wyMWJOw4uNjLWF+(F#u$9w^~F(E4RTv%PCMd;hO(F+ zp1sWM9hFt`m)PX%U}sNzPoFinYklAt9O~Qa-1MT#%T{W8>P5OcN!*EXkcj2}`!Wr+ z);DmfTZdZv&)I_$V@&mLkvoU`p^tzxQ*LgZGn@NY?Zsj zT*QWci#JNK{wiNI{@J2h4M+gwC-Pz<8e(wy9UvGpxa_@@2Gi48pf+cNQcSrYDh_dc z!hp{bbqk=c@H$eh385UdCdtUQU>jCF@<&}0oGTSE47QO9=OLG<%kJ9Fd|9&Eb%{`A z7#hwCJc^!QE$n5^21k3JQV^p7*&ICj(+nyUrNh*4cC}k~DUdh>-b!nhTx6_(~h8FfxnD>d9)3kDqvGOc?zEY~abH$j_2?z^AyumR?&o zEJ?Zb!@zLKd@>?f^*)=RLmaQcdQPx+HJR2{7o!Nx#yaB$wH|94c{!p_ngMFwa#*LC zk8RM9({N6=AL8j7X|#1igh!c9+|m5PJPM+*z%*k}{Vq<34HW_;EXKpZo69f4ZnK3( zIx$o_|DFLs7A}BYGM>Z?Y@OJ^@Cx~j`xHKHdwIKHGXnDTCq)Q7pN4kW1{?e-tcvL? ztTA^BpmC@Vpp!1ri)5CH<}kKHtyS)`=+fnY1$dV$;wqx{mJ0KP*V>XsgWx|KhfB0N zt&!C&oF_p$z02eTt95*)Flhs)HhqVcQ0Vzn=F0!I1 z5B&+-voDEi*&x)ZV7YDfsjj|;!jfct&ZW|e)+sv;R#v{L?!}51zFG^q@~mjop_}(^ zFyIntN;njHHu`!Xz`W%clP+9O3x*yimAhhd@K0%rHAdl~?fwY~Pkxh7ZC#i|(j0W_ z-N5p3KQrXdh|MGu2kIZje8-*{g#n!~E(IY3LCbB(-5|38AmOEt7B3x(#pgYnVZ*w3 zJAGoo-yqP}_Qm$G!1$psU_0IT*&gTd{;{m5@yw};fw)V)e(=w*KbNBdTToCW`aXv3 zl{`(w<7;wa>A6|=x(txB^4VcNS}HqLlc=m8uIl}nQ*Pn1wRdy~L|~tMcM9>u zx0r~?sTAOub~n|LNp&u(gHT=_eg4X4t|A#XE40`%pUIJX*3yNqij&yzR71k1=MC0; z&jkx-X(@3=VkbXegRHn=Akf_OrZrr?3;g9A?c457{-jfuCE{W=l%0bp==D!Kox1jJ z75=qQOmB!H>ovzu)m(UgirC9wHZ+CwM`IjV5|NQBlbov7{}d0QU99 zODs#1!7FfcQFQhtkVAX2c;3LNP_8%N=Z>@h1KxY{jbCBY_?{p^|vZFksC!qiIU z4rCW%+UJ{-LjiCfL`G7L$Gtu6(CFO% z2UCAirV03Pd=g8&6;um!*YD{K0!hx~nG(zEeStML7$>baIEVyo{OWRD>$eDwFIh&u z;RyVLW_@hxYp){*RxS5X*DTq%9OFJlso5h3xR~5Fl{&s^`$!uj;HCZkGW&(uw@bjY zR>9+Gvw1#s6_&-C#N5W!I%{j7I}D0FaA724)`O&ME;F_}dWv5cpfurB&huo$NEHbf z`i1~DkvLle^wCOq+OC*l7`Zq=Ft0tqB10(h(xgo+N8rq|clyVzE-!JVO??zt+xZj{ zE9TzdTN*Y%T!peG0|qGzL~t*#onLDlKFYJ3^9%Fr$I&lP^*$gtl<{OZ_hyUdbgn)u z0X}i3t1cK(Zft>?3|QYbqSw;@Sc!s&V|W8UXjiIAM=4wEuQaWPZA()Qjze9Zd6>-i zN+=-)!#Dh>urX{9EMgyNfIaY56^JZ}t_3z%vQ!|V#t0BlY^5O<5PmvfxNmI~;Vz_) z^7He_rlF&Xab%9p>1Bfdu#eJ%4+w$RFc5bp>}vXT6Qurry@}{i5cNt3BO!M8Adjl& zZ?N5iao`=?nc5M4yiYsMQo#`se@feAogwW*+`tIVfQHV}%>PH=;iDC)pq;}t=X7j^gh?|NAFL?a zA8SKCWE%{!pYc~nUzGtpz!F&tKKBy+)UE*Z=?ji~4=ICHpKSD54MQ8?Ke|(^OK?wd zoQO}?;IhiH?`riiTNe4z)QHW0lJDBGhhV<9XQ}Y9;kDogM)X-c`=QJOFdpgg{sZ{J ztwQ?{$M#yaaFc)Z)dGY1n-5&>TRxo>4U!n8YR*nB|9{KUtMCJA_YJO1xrHL`}{;aUTw@PsRV{{_)nmeY2A82SU~P-LJV zw+w2?Ee|3r=h}6!qn>;ov-TEI4kvZPS46vhZV zYZrcA&;<$xU&PkDG;RBhMB3CvZbo|Z?lh47wZj$a$~0aiwFt@Y2a_16;{Sd-9w+@7 zf~h^oIYcvj=2jWfX`^GtH$U;BcQVi@^wom;v2WNuAuhDKkfR7CC8VD~eIlBg$r|r# zwh$BUE;=uqu4sd2ZD4?-Wz99E(Ad>FrcDvy;Mze8(sE(ttiaJf+So4Cv|A|b21aum zrQ5Smo56u5X)*uwtQub(>|zLXHf+$^N@{(V<3df^uj1b7Xe+fPn$Lj`hWL=zLUJ>T8vZ8blk9BH*9im@CEKG2b3+$@T zcPFWxC}wkeNyufI&}M3X#tS3il#3AWi|$ZJ0+oeX@aGpq*% zfW%_dJ}hT9Tr{I9ZFBr%EL4|0NmNhi_pTAotf~Vx3&qYKb5X?{TXBV!9Sw29~f&erxiwd{Z_Gt!$-~8topxg@gO;eFtY0Zg5C5Cf#K(vUliZ zMB9V5-OS6i!+yQIAnow)9Q}&_Eof@yFVND=qAc$s)TdFp2}m`M_L~ojM=hBt~jxm#be;r9`aV1XW#NpqRfD=T@W=W z9~A;!?!K#<%~#);fMEi!D}%D#jv|WAzVo;CW3#&!W5k)&v%ot7Nw8Bn2@(^`c1sCP zxTAbg@2?-`5($P)XPJ8_AcmOV54LJ~-(8|uSM3Ld%)os_EjHeWf>bHJ%|u`Ri?VvP zYr5aI-1Hf0Z{;up_i{SIU=@kghh{r1A)#M~EsQ+3q%YR^4ksQ9w8q6^o9Z7wfdz$a(jZG;ZA{R>sC&jDR-RUWKeFHL24 z4X+aWHi#7eXBzp4TYHbK0=LNkfixL)Go9OMmMLq45MEQ!FWTeqXgOyCrE!k(l6jOn zsN#dN${BV!g{k*V*H)VCmBU*VCB23%BXs) zeG?S5?smBmVZSXe{t`{)>C;6bDA~~o>GHqW8p)!)69$|F{snAZI+o7yu(DI^J+}I{ zkz%Eg1L+u~AwF35o^sj6V(RN{Vo2?0#U-lpm5!xk5q<~d>lZs-o?;-L?k34#t<}8Z)6~UtCDHMg zhefaYHhPJcc%2Q)eQmJ9iNfj0_rL#GEXJ3YueMRYLF1n^NVfWp-)$?&$o{g$OC2Ji zX(^VEGO7;aN8*fL8(5?T#M!|+Bd2Tn909nvlg2IAtP*bI)|DN_lce%E=GXbo&6_4B z&qFFF#tyOHrw!ZX))Qs;xm@v~76!B(v}@&e4LnX-EpB0aoOTNxi*4W?<4z+5uL$Jt z&`w1}aPg*6T&^wdnI`8+X{vFtjq#1Cd(`ceCp=h5xFQr#ZI+Ml;B3aWgDQ3Wa%MtN9WC9L zQJ18g!!xT*WIO0X*rdV3{-RfG1uS00!MrIA`+NCOELZE5OSd?)?G8 zwmPpXtoy6Id|iQE8u(ee&!}4@eW`MJkfGcS)A}7DEoczvR~u>O$cd4VsyiJi;+>F}%`p6q~$gd)oEF0k8ec zCDhQ7aj{Qizcb@TkSoQIuP zSl85COssAO+0sV|ZEBv-+^6wQB$98kxY~DSE5Q$zZa5bXx(=s@fy&}<369|qB?(&m`?whgFJ7lM|MqEwBzOXd4Y_h zOE>VJU^jfpD8%(tadTHALl9B0w-1$aw4bTx7}n!EX0L#_i2#7 zn8m#xa7Tsq4waC%2kTOcF=O2b*sEQhGT=4OH=i-)yhK}5{Qb%`$_KngjKVKtovyUs zQV-uGKEyI}`jKLLUA=Q3l*&nJCEXKQ&5?EvI^6W5>oYL2x_F)PLW>@~vzj5#HCe6Z~z;DPAm;Q|QvSXZT~rzIMEi zKhvsO*XUhtICwi5Yi=0vL`Hl4arC=rk8B6&d)AT_Mp8*$GsUIMTw*JC+%gOuXv9*x zv#U($UiLTX&D_wUPmFxqG}Tw!BQ8Hl{JrQYd4;@A%{*-S{<~L?!NI8|oZGIG`oP)s zp4HXiH>&tP8cAm>b4wK4y?W8qg_GmOf+hmjW(T4IaIN9?mlYgciv_UELyJ0POVQii zJ|*VOMolDYA= zU8&Kl#mRx?I8t-$%$JvqH=Al59J+k9ipSqJ6M??k%y&~&)?D(XK|t^LG{c8eZu6xt za*@Tv5trODe^Zu-@Lv_*{BU3URl}0X$Zckbm&dUF^)HN9MEbJZ42Ziuetwe;5N3S- zrS>d1IbU;N@)ZuDOTHV+nB72^cX7c;kPf3zGK$eBGv4w_BKnSorhQP1!puoycn#Zi zV#PodIUlv1iS{_9lDCP!$OoCOy9!Oh%d>)6d}Gpauc$v@f4lpXtP!^L?&wzhw?z#r zB_|GbQort}y__A|jGrD8TC3(*n?5bs5kx?|i#ZMMBfQ86Rk^g7QZnj$-ucO9B;>3W z928&AbjZ3!;~nvcowYl#jwVA{sbLLnrxX#K-c&vx@UbpfB46;HNXU5dZ9WM_!zJD) z^AoWz)pVk(okvggGjXwW?jPQLdhhK5f}snSI~l*nmq_j`cUGI9 z8hTxO_V#OD@_XLtqH4*rL$49_cMb?uELPkzeI7|dXK zdAV7|3je6?V7Ele#VWP^klEt({UK9CbRDwr$1-5VMWd+%T)~v^x)Im^gJ4Q zO+TM;;?Mfu!Jdv2HYR{D-T`~X_Lp{;S zbPLx@K7p?C%E1sCM}w?(&xsaKd%{Iqea`*0S;N7R!lxt6OP$;g;TDy<4aRTX0Wd-mJIAzAr8+TGff(IW&nSl=ptF7UhJed+9fIO9}!(BzTTMf z%vTSgwk<@@2p@Psb*e>!0*wK&M3q`SE z(k`tJG?d)0Jt086ub?oDB~Qyj zbzn6YQ-9OKM|no6EVrw3@W6nyqahOi)??p>YVfpIFo7<=43wy5a4|3Taw6@{5OptY zRgKi?v1I`yo>~U)Aj?GM47(#^3#FXxyTu|^T_EmucBLqY zw7hUvr{H-0CJT;SA1}?Wo1^H0WLwhqx4x;M^gL+!^OSP7c7qriqlEmaZSl?>v!g3X zlI=dUL$L`sW}>d-^YPU>K1okm=grdm^C4`sg-?ef^gJ!iyIl$uo3c78c#nfWT6<*d zK0ji7R?Wh$EkpA&kWj&6Zwrb%t!K}6Hq9MnS^vzrl$-0gFQ0TL%z;K$P2343%Bs7x z@imS1+e!+9-R9^RvE_6kXn<7xMyYJWVGk0+EyhDBdEawPcJV)%S1`$dAzRu{qq zItD-QR19?*;|J8t?3IU=#hM`R84NWp+NXUUn2$G-6>_}O8ro;s)%)ps3u(btb=L{l zSMV)c!_Nf=;kK(dk?f3EVg_XnudbJfvl|fZ*kZp8?8KAQ5i5=vvUtBFf7IGiSGT?9 zn(F!5!gYo=5LZOV!6>y>^Rd74tX@Q7mF;~5(OtCDcb5B_vLtF;J%c5Z@zVMG3-i#~ zowkNO_!^v7{r0yn@Q3V)!n;yeZ3N!*%-Ot>4p21MuSeKLe3=&ZIy)hM_fZkdb;5WM z-e3@tG4k_e!pg`<_fDD4K*}u+xs^FhNePncJ&-zC-O|7b@#wKmoU1)6=}ZC+vx`47 z9%BEXIo3d5O=s%*PC%-*Laf@Um)VYLaiPI=Kv8EG9_}8%sSk+mlJwibv&pcXRM-!EZ}fqcVg)iw;x|76b<_ce?GiM zbVscO?`pH7+O3CtwR4#kE$c3s0U-eokA|o1O5S+-F*|63>OzI$6^}KX0!UTs>#(I~ zp3Lh}TGI6H<)){-ct1JibH#yah@m#nQl6y(w$}5m>N?@N(=WcmdSsF5CGpa08e3Am zMJ$BZwm9E)W=-6$E_*2vQf?#{VCU5CfSq^O_wkhsGmpKQhNX9*bsEN5xjPSY1#~I~ zA5bLl?MRwz{Yp=nHnVbkn0-p%`NpTs;-$;}+q--Zte;5oKk@I8nh->nU|C6P6Mt-&pIuTlb;KlA!AGa!PNi@-+)|^jl-3 z9>wb?M8SCPp+<%tR2f^L#mN$^@5-fZSo2h_Kb11WXSUnlt9*v=u ztNV;*UldC^ppWoJNV>gR&_(-lx$V6JKjWiZ0`)}YT=Jj^_{L6*(sw5w8hOr+fSB_y zi%Af+n(N%=&yQWb-&t72kI207(O!cga_bY;J*(RsKWdDt-e70mCe`p2QN$*nzq3st zF9E@(Fg<=P`+axDZHvWDm3eRu89M}9>$^n}Owsz2>PD`ExK+nS5}Etbwjy;N@#{Q_ z77<$d9U^6?^E;lfZ{o-|zOVldHr%*rNze6oQ&QpCjV8S5`1h z@c0n*?uq({M+A<1zx%;y&97^?cUBrE3lIgePMNjiE_`kGfyV=>+S)}2f>nv%T91#D z`K5kII z9h+A?fkr9!rSNU-Y>ua#xhd|dv?uHFTwa84Lz%jVmb?P!MdVnoN-Izw9whhAPV$y$ z6gjN^;1JoltXHW^c-7Ct#&a~rcFK-W><#B__rgr{$jYdKlHIR^!5h+E^3WSYK$I^h_ z>>6`^#_>GWdQc~kn>tSqxfzf6gYEG>>ie#C-5>0YxE?5O<2{BfAE=m;@AGg5=#F}% z?M_GG?e0htkN)tsax=&}jm}=G8k~Jn)Ry_UG|unv8B&IEtt zy7&5Ru92Yv3P0!F^>H85?~=Q_<();r*FN+{LFXKlLiqMK*<`n2mK$31skim*GNnuF zJ~|C_46zVF@Sdd>)n3i?YCqAup7ka#d?YIS#%h#}dZl>t48`*oyqZPqUxRDObG{jK zvMN1fD0u&dn@lX#{i+C2MZJ?|W_*h@$L5F2hT}WkNH}#@b&)ukAA*wTI)>X+e7j%EMT(lrp`PlbB%=8E&&QWV_e~8@M-&cvDnd zT{e#6hKZdwLMuAnTHwSGjMb+eh2`bZ70dM-5`hzZJ31>VzHwaU$zJ^yYkW#ET`qBF zr?&r4FSLD1B`))rc_WmM`Nwb>qwC=}$aQSdZtHQMeDV8xtrK-_Fam822e5&Y_59w@ zbF8MUwA!4~duz!j=Ip%FSi+Y3Hs~@M;r4BVJ4x_5*iCpaRaw95|2EMmEPSP{OIx);VQ=a zl1f5cD&aDIMtd<<2_vq)!)1k~329uZqjjzA4YEA*qb6^I8L`9rK8jFy>EhYkx3IvLB#D=NUg`wAtea8?bS4+a(1!dH>_w`Co;7NK0q1m$G(BIPPs+pyqxqi*Lz{iR9p4I!JQ91QQj#C zSIjcjrCI(Eyw|GKbZLaW;WqpT`ICh2zE@#2E7iwQy1e_;-IiW6c>ODUXeV5drbF;& zkG6&hu4yMMI}Kg(yLHXU8NxOri|Xurwk{f)ql`p@t|#rk9E(1TcvV;tRqZz&%j+ba zVm<7tX;8{w;A?8Rd`kA*C#KGo%h!)fp>Xe7iieA1^Wd~=mpk8ZeU+5;)ICL}sU4e9zY>YsN3By*tAB=t9@Y81->a#gV~3LK{a~QEDIn9LvB*%_#34;UC5l zNz?=Rt`I;m&wt2Xnh`l-@h&m+mdGq+L{>?N@XH8WrvTlRn-jRjxvSdB;c;7dFPrYn zQ*{mh6cqc#<@8J}_mr*9yCOhzu_aT~qNwSm2p$D+GbTNs-W!(_j(%i(sJV}N93t#- zWBc9F{1>o}3PlplFSezV=1Cgb6<lO7Vb(NwGZFo*RaoH{fnVrWctL|K#*sqU}o@K^`JB(7Mx zcv5zZ#6$)Az5qG?XVJ!ARH3Ve_QUroxz5N$Jbu2(u z0@+6@AD;CEHW>z=eAP?!aY*Wl3F3qtR*kH|QiWB@ehHupQcEIFZe1$smMvMYq4|-! zBp)iF|AA+@IPlPOBOZE-6B;%cuNDd~;lXF{uNSJ5bQZlV`*92uRcpyxqC7tu1@c=cpVzyKC`i5?pt~w= z6rvEVLQKXOP$ow^b5DepoZ2n3yLkJncVPl#nIY>tp2X8z5o(iM*JMq6A6tw!^5PRJ zMiInp!8Xee;6F9lXgyZFIJTa6Ej#-@FQOnyBg2VVIjFy$xN|}}XbBnHH}J{nOm#FY zq!yUdYBH(q^QL(<{Kzbe*n22vbF=1&ifxJ^E1fsVEu^4QCnxO1jl@~E!|Q7iOM0aX zul;2n2{>3K@mkeNcy3M>&$X6^?pBdwlT;-V&{(htWZg-lRR)WYiiFYT_}A`O-^!Z3 zNl#X36>0&0Z~RCdX3+O|dh76mzc`cSqPSMjdcVA949aH5Gw|+k4w8~DY@qJ_;}hR{ z#5gI+cx6RKe;{sIGE1|3H>X^)FX@QHtga^~Fkho)wQocex>F;G32Ek`GewWu4BU7NJsZxEsS7hyugPM0UH$cIuP*^J^Tn*I2jUPe+ z?`%<%T5#2nx&LWx~S4O zy@Lpeih6Ju&=<@`lCc3|54op3inNJgmZ+Ad|J8g7yNriF%lll;&=F@3CK=^tZmWvD zRKFI;S`8FU7~{W>X5jL^!y05?}h|b9cE&l5Y^r6u-cRN~#oxg0OSL{^uAX ztujVQ1XOFNYt&eevPmo#R>$k<@eDjSjQFr?ke(Y^@RY@nZoQ;7+3aH z(4#JKLXmv3!Euhg7}IjC)K1ZAa1zbaxVJ|{Lsa);Uh;lpyEJAhUs8WvcE=?F@0cw4 zS*%mn;*|n1Y6|Sx?H2v2Oz)f|)(zYFKq^btD53IaD&z8yss)z7cNSO0Q(Vxm)3t;u z@Cx2vLobr)sxC(2Qaw;5nBuL|ITC>z^eQZGYyF@%Jq=lZK_~qx@PyUcd|tz6t}AD; z{S3Zh$w(YZs1GCgQMqh(TjXW4c4zsBLD~&E`uDqi-F^@KXz_MmtBSQ*+z}+?ITK-J z>S!GJ`D-d$jh>fN@;isn6{1GLx|iE(#RV@Y>E3<%7Uu0}U5DJh&A!SOI)n^B@C^M)`o-F?w&$#DfEtrEGL&p4*3E2ga{`oym}%JKAfc5Y~EE!jb2ngOy_2 znmlnBwJPW1uGl*rm#18qNv~00Bh50A&lK^AEpOep@i<5`+5Pk*(Vj88_jMU%74gO8SkVNstRZ27Hqm#^P`xc@CA9p7jh zWcv&e5S-nEzUAVn_-5q|V{~K5{f6o1L8fzdXx)CqcFq>9vq>?WjBp_G`s>|j{-#BA z_KSM;+!yKyn$k8Ffkf+R=^F;@ zL_2IDKU{R6$H2p)z>jg%LmZjDMfBRX-1D7xf7RAQFW56wwM&Aw$sToBqcG)g}D2q z-@GY2m%ltRRh*>l#Mbj7v2ldrNs6`-_hbCQZI8af$!)b*u6X?+uibFUwC*X7)hkSU zvbzGT_=mBXYR_!Kvi(xVbu`-qnU$~{-PU;o5{pC#6uy*xDca< z_t=b%e*bke?%l+2dwL!A5&eX~23KUDX`E7D!LW%)qTO8fr>3iol<9>;)!(t6D7+XQ zws?_~U$QFw)9F=hn;X5p&|^oCi>bv=w(iTm8TW})T={iN=gk*3w^LpY4_1((Hg!b6 zoW^97bZ0ybFs|+|)*|sRdmjyI5Uu6frMrRliYL>g7fm_OM%jxe$-<$Y&hwW=kn$6^s zJ>M6d${!e$-lOcWRVYgwPWFiX+!yth)m$nT^IvCq$RV{_SRq-z)S!M5;>~}s7ggI|Y31$aU=6*h9t-AT zke^9j`QEp{rlYlT6#R@d5$V@Tq2`0=mOJIiRxgibO${N&F{3YMlZvEsOwvrz6KzuS zj%;}8msRyCX$ZB9^EGee5SeK3aerJTi~FDzi*?zR_SqFKL9B)kzyqgf#=I|OfC~aA zvW;O;e=$u=zbtqkb%VbwPW72FE+UCfoX`mQ3c4+S2daHu!ni(T={k znmxA>ucnl9OiDnM89MS@&R9~%$}fUFoKu%_J%b8qM%xKn$bv|Yejn&IWTs8vS^ybL zNVNr$;=X9M*Rhs75x$cWYBuMd5g+ccj6L>_A+J5e!8P_pc~_5bbJMSHHvIL|C-*~q zT;KT%vP}n$#mx{Ic(OZ}_gheXW;IDr64Q6y^mlo^kih97P)aIupymV--dAVyHeu0u zY3c6iFc?{XEjv=a%{jmIByCHvVW5;DA=F^~p=1!%ThqK$*p zOOt)MVpQ8DGRr(9s@GI9mOIKl{Y^}LpT^QI@34$-1{@ukS-aV-`IUBq{*+)wu<#hm z@mbYfX6@FAM}nVg=n~!^Tj+5meT@uyi!?J8F!y^Bx%hACpa zL4cX0H-?34f!Ei1q|6c>-fUg==(1`y4av?mJ_C2^qMLV1Jh$y%Y!dfsi)$6cQaHn} z?p6flDrTg=V!gEt@_tc2+ehfv%^Jez-s4Q^w;=ELeLX`E5~Q#Ee2=R>%DC`oE!?DlW`N|a zntQ-?{k(n6GIH^6mPsyxn_)2IW{n6L-A8Sz-T=FT22F=SAp`tTdSg3WuJqUYB7SJb zp<$Vv`jDY6H%?TX=8}M+%uo4NwGp+7SBMCBz>E0=HfZiFNkoVDw}2adoQ4GZ`}c}2 zBU4X_hFY3GsJTtl>5GDKB;3f^y4aUZ!&+qgV&J%3AyXy;qwgA1DO^XL^pI51<+^5s zPgA60BgiGFqr~;YC!blzETr(=)O{i$CadQw^SoNwt72@Jjr8k2w%W+C)16x^A?YG9 zoC8@kb%vduBBP^+)vv9tOlS_Px8UlZavqx<=1#*xqATL-^QKL;1U%wDN5pOJG0$Jy zm?#@_PZ;BkY(QFDr8EU6jOyaCUI~kxRiCjOkF92ML8v9P#RnYb+;*P8VQ<`1_wg|+ zv%Zy>s8@lVy#4HL)Mo3*C10aTx8RKD6Lxe50b1nh?s*UGH~g9@ksKbiTdf-HN|ZuD z(OP&(3B(=&ffVMZOTYM@=DmG;Z@8$2ou|ZTcH+^3ODG=x^s8{tfGp$Z4-n5OM z&Kz++2Ix>UszqkbEOVYiPfmVuFfAt93IGx1B-HZtd4y2A9B)j<)v2NXL)j zn+}lY4)$osURkNoA>GsdVP0HAD+7D9ouQs3=F0k+87?jy1_FaHR}e4~3`hJ8hyMwG z@PJFz*~XAd!rBTgW@xW(XKI7CwmWai>scCdi5gm=9qgP{^i5e)OrG&MH)t5*eWXsHfD0Yn%H5~ctHI22G<8CO8y?*SnG9)PT&l`+}` zghC>?0Bp1&puUA3+EC0;-`c~3e{)Z3)Rd7+uh(>^9awj@sKQJ<1KpDQ^@Vu^$uB&WEuy=Mp+`6yV`GMTQ z&L%gF{Z3qJ*G!ISZtsDUc4+I_OxslDqpm%H>bmjGwv&DIkd?*~*H*>A$hNLqU{;&{ zY560M6nSUfu&%xU>#;`H<8{ZH(-to0YPB7+vRwHC)BLT0sl&Y~rh+z|)K!J8g{_s7 zUe~s@o3*u1?E7M7{G(=Oqn;E5=%*0O*y~y@xoB7h=#{n3EQHz1>1?HZ&6?S3EFLZ` zFU{AlNwinlJci80REQI_U)GAl)`}+`io+k88}0AFIS5^O-a_@Ohc=$U?wNcGjeS6M zmSxyzQH>-maOWy3tdq;9LLQ!i-E@<;wy*8~-t1g%xd8ds=AA=q_p~RI|LaQQkkmcn z$<+V4Dod~@-FfBiGck|c|1YXC<<$SKkLNUWm=sdt;8~$YX?bq2&Ep{3c?hHac!tY)!1Y&3u=S@Y^FxL%F2}jUdtdDFfvof@M z?ehj=*ZfuQY}dau&hU5el(+oGp(}ygUM|3qEZp(MOP+lGi{B^qPYav_d`%}+C$ zf`nz!%qWs%!v?vKq6e|B8T9PXZN3sOz5>Vr`FQA&squW-K*uoK`KT2e$7aXs{myuq zBWOwn|0kMXRv)8x`A76tU5w(Yymla`N3$W<6cmg%w%ZtmI%*%}vfg~w^<3kDo3oV) zS**J=XFi=~mSl3;b_Q!=L*b8x9jqn1Y#6)4`YKNU(5jc3Dgxicg1jzqfy z3Pnf#<;FS4*^$hYOT~2l<{pX7z#!g#6^Xe2UaAGt67<1)-wo>S^3I9a4@yAM~j;1*#S*1S-n56p$G&nmxieU+QeQP4D|dDZ`}W( z4?~9wMIk{@9&Qi}1_L3G@biKKu2Bdm2nvUQU?`sRf&ha-++c1H6p1>=#neE-{fp+` z)qmoj^T6=I6o4l#5{?8R5j-FyzzRb%91#>fo;3cw$M0Q3UzFk?B#!N5@n z5Dd@(2H4}A2T=2H!_MIV9WDlTP7C3|j0cF~01to$!xM#(hv5Mf1ni&k!T;7f|IT~h zbKm`Cd&r-gd^^f{CNVQ2tzjOze0U_gK2{pHwm^4~fDWXv4-<_IJ8K6UKqVC}RXaT^dm9WBeP=FF6(D_aG}Sj$ zmK5QV0-^03fE0sE6c`R5!ya^=sQhNK-_n%-j6&yw{!O9ZeDI%9hzDcz-xNBZg8xyU z0WQCw(#7of|NAroBK8H9ep`C~8NWf!SIcjXgJRapf7Ef%^APj9N`D=9{yNtDe|H@8 zujuvH3G6)TT(pus?mxm1?%#0;Fzere2n57s8B+s$ZP58(LFW?#bnXk#`O;AaLC$4@ zAm`B(bnX^q5ENqyWel~bwF40SP`{Z8j#-1h>m;fNoYt(3fkgVo+}!`9MM4l4WI%bK+}s!ZhJjt22LKF( zyr2t|2Zq9gy<$)tF(!zlib5R!z43nJxP74P^As6Qh95D06xdu202oD!&;SgZu zUf_p7{Buqsfaviz9@ BaseOCREngine: + """Resolve an engine name (or an already-instantiated engine) into a + ready-to-use `BaseOCREngine` instance. + + Args: + engine: either a registered engine name (e.g. "surya"), or an + already-constructed `BaseOCREngine` instance (passed through + unchanged, so callers can inject a custom/mocked engine). + + Returns: + A `BaseOCREngine` instance. + """ + if isinstance(engine, BaseOCREngine): + return engine + + if isinstance(engine, str): + try: + engine_cls = ENGINE_REGISTRY[engine] + except KeyError as exc: + available = ", ".join(sorted(ENGINE_REGISTRY)) + raise ValueError( + f"Unknown OCR engine '{engine}'. Available engines: {available}" + ) from exc + return engine_cls() + + raise TypeError( + "engine must be a registered engine name (str) or a BaseOCREngine " + f"instance, got {type(engine)!r}" + ) + + +__all__ = ["BaseOCREngine", "ENGINE_REGISTRY", "get_engine"] diff --git a/OCR/extractor/engines/base.py b/OCR/extractor/engines/base.py new file mode 100644 index 0000000..8743fa7 --- /dev/null +++ b/OCR/extractor/engines/base.py @@ -0,0 +1,41 @@ +"""Abstract base class every OCR engine must implement. + +This is the single seam that makes OCR backends swappable. `pipeline.py` +and `formatter.py` only ever talk to this interface (and the `models.py` +data model it returns) - they never know or care whether the concrete +implementation is Surya, Tesseract, a vLLM-hosted vision model, a cloud OCR +API, etc. + +To add a new engine: + 1. Create `extractor/engines/your_engine.py`. + 2. Subclass `BaseOCREngine` and implement `run()`, translating your + engine's native output into `models.Block` / `models.PageResult`. + 3. Register it in `extractor/engines/__init__.py`'s `ENGINE_REGISTRY`. + +Nothing else in the codebase needs to change. +""" + +from __future__ import annotations + +from abc import ABC, abstractmethod +from typing import List + +from PIL import Image + +from ..models import PageResult + + +class BaseOCREngine(ABC): + """Contract for any OCR backend used by the extraction pipeline.""" + + @abstractmethod + def run(self, images: List[Image.Image]) -> List[PageResult]: + """Run OCR on a list of page images for a single document. + + Args: + images: one `PIL.Image` per page, in page order. + + Returns: + One `PageResult` per input image, in the same order. + """ + raise NotImplementedError diff --git a/OCR/extractor/engines/surya_engine.py b/OCR/extractor/engines/surya_engine.py new file mode 100644 index 0000000..2e53db6 --- /dev/null +++ b/OCR/extractor/engines/surya_engine.py @@ -0,0 +1,59 @@ +"""Surya OCR engine implementation. + +Thin adapter around Surya OCR's inference manager + recognition predictor. +All Surya-specific knowledge (its API shape, its raw `PageOCRResult`/`block` +attributes) is contained entirely in this file - translated into the +engine-agnostic `models.Block` / `models.PageResult` before leaving `run()`. +If Surya's API changes again (as it did between v1 and v2), only this file +needs to change. +""" + +from __future__ import annotations + +from typing import List + +from PIL import Image +from surya.inference import SuryaInferenceManager +from surya.recognition import RecognitionPredictor + +from ..models import Block, PageResult +from .base import BaseOCREngine + + +class SuryaEngine(BaseOCREngine): + """Lazily spins up the Surya inference backend and reuses it across calls. + + Instantiate this once (e.g. via `Extractor`) and reuse it for every PDF + in a batch run, so the underlying vllm/llama.cpp server is only spawned + once instead of once per document. + """ + + def __init__(self) -> None: + self._manager = None + self._recognizer = None + + def _ensure_ready(self) -> None: + if self._manager is None: + self._manager = SuryaInferenceManager() # auto-spawns vllm or llama-server + self._recognizer = RecognitionPredictor(self._manager) + + def run(self, images: List[Image.Image]) -> List[PageResult]: + self._ensure_ready() + raw_predictions = self._recognizer(images) + return [self._to_page_result(page) for page in raw_predictions] + + @staticmethod + def _to_page_result(raw_page) -> PageResult: + """Translate a Surya `PageOCRResult` into our generic `PageResult`.""" + blocks = [ + Block( + label=block.label, + html=block.html, + bbox=list(block.bbox), + confidence=block.confidence, + reading_order=block.reading_order, + skipped=block.skipped, + ) + for block in raw_page.blocks + ] + return PageResult(blocks=blocks) diff --git a/OCR/extractor/formatter.py b/OCR/extractor/formatter.py new file mode 100644 index 0000000..24c7eb6 --- /dev/null +++ b/OCR/extractor/formatter.py @@ -0,0 +1,125 @@ +"""Converts engine-agnostic OCR output (`models.PageResult`/`models.Block`) +into three consumer-facing formats: + +- plain text (machines, simple case) +- JSON (machines, structured case) +- HTML (humans) + +Operates purely against the generic data model in `models.py` - it has no +knowledge of which OCR engine produced the results, so swapping engines +never requires touching this file. + +See README.md "Output formats" section for the full design rationale and +field-mapping explanation. +""" + +from __future__ import annotations + +import re +from typing import Any, Dict, List + +from .models import PageResult + +_TAG_RE = re.compile(r"<[^>]+>") + + +def html_to_text(html: str) -> str: + """Strip HTML tags down to plain text. + + Good enough for OCR output, which is simple HTML (p/b/u/table/tr/td/br), + not full documents - we just need readable text, not a full HTML parser. + """ + # Turn common block/line-break tags into newlines/spaces before stripping, + # so table cells and paragraphs don't get smashed together. + text = re.sub(r"", "\n", html) + text = re.sub(r"", "\n", text) + text = re.sub(r"<(td|th)>", " ", text) + text = _TAG_RE.sub("", text) + # Collapse excess whitespace but keep paragraph breaks. + lines = [line.strip() for line in text.splitlines()] + lines = [line for line in lines if line] + return "\n".join(lines) + + +def build_json(document_name: str, pages: List[PageResult]) -> Dict[str, Any]: + """Build the structured JSON representation for one document. + + See README.md for the field mapping table (engine field -> our field). + """ + page_entries = [] + for page_number, page_result in enumerate(pages, start=1): + blocks = [] + for block in page_result.blocks: + if block.skipped: + continue + blocks.append( + { + "type": block.label, + "order": block.reading_order, + "text": html_to_text(block.html), + "html": block.html, + "confidence": block.confidence, + "bbox": list(block.bbox), + } + ) + page_entries.append({"page_number": page_number, "blocks": blocks}) + + return { + "document": document_name, + "page_count": len(pages), + "pages": page_entries, + } + + +def build_text(pages: List[PageResult]) -> str: + """Build the plain-text representation for one document. + + Concatenates every non-skipped block's text, in reading order, with + clear page-break markers. No markup, no metadata. + """ + page_texts = [] + for page_number, page_result in enumerate(pages, start=1): + block_texts = [ + html_to_text(block.html) + for block in page_result.blocks + if not block.skipped + ] + page_body = "\n\n".join(block_texts) + page_texts.append(f"--- Page {page_number} ---\n{page_body}") + + return "\n\n".join(page_texts) + + +_HTML_STYLE = """ +body { font-family: sans-serif; padding: 20px; } +.page { border: 1px solid #ccc; margin-bottom: 30px; padding: 15px; border-radius: 8px; } +.page-title { background: #333; color: #fff; padding: 6px 12px; margin: -15px -15px 15px -15px; +border-radius: 8px 8px 0 0; font-weight: bold; } +.block { margin-bottom: 12px; } +table, td, th { border: 1px solid #999; border-collapse: collapse; padding: 4px; } +""" + + +def build_html(document_name: str, pages: List[PageResult]) -> str: + """Build the styled, human-readable HTML report for one document.""" + parts = [ + "", + f"{document_name}", + "", + ] + + for page_number, page_result in enumerate(pages, start=1): + parts.append("

`, plain + paragraphs as `

`, etc.) + bbox: `[x0, y0, x1, y1]` position of the block on the rendered page. + confidence: 0-1 engine confidence score for this block. Engines that + don't provide one should default to `1.0`. + reading_order: 0-indexed position of this block within the page, in + reading order. + skipped: True for blocks that were detected but not OCR'd (e.g. pure + images/figures). Skipped blocks are excluded from text/JSON/HTML + output by `formatter.py`. + """ + + label: str + html: str + bbox: List[float] + confidence: float = 1.0 + reading_order: int = 0 + skipped: bool = False + + +@dataclass +class PageResult: + """All recognized blocks for a single page, in reading order.""" + + blocks: List[Block] = field(default_factory=list) diff --git a/OCR/extractor/pipeline.py b/OCR/extractor/pipeline.py new file mode 100644 index 0000000..f8f8215 --- /dev/null +++ b/OCR/extractor/pipeline.py @@ -0,0 +1,136 @@ +"""High-level orchestration: find PDFs -> load -> OCR -> format -> save. + +Public API: + from extractor import Extractor + + extractor = Extractor(engine="surya") # or engine= + result = extractor.process_pdf("file.pdf") # single PDF, in-memory, no disk writes + results = extractor.run(input_path="folder/") # full folder pipeline, writes outputs to disk + +`Extractor` is intentionally the *only* public surface of this package - +whether you're running the CLI (`main.py`) or importing this as a library +into another service, you go through this one class. It depends only on +the abstract `BaseOCREngine` interface (see `engines/base.py`) and the +engine-agnostic `models.PageResult`/`models.Block` data (see `models.py`), +so swapping the OCR backend never requires touching this file. +""" + +from __future__ import annotations + +import json +from dataclasses import dataclass +from pathlib import Path +from typing import List, Optional, Union + +from . import formatter +from .engines import BaseOCREngine, get_engine +from .loader import find_pdfs, load_pages + +DEFAULT_INPUT_DIR = "extraction_input" +DEFAULT_OUTPUT_DIR = "extraction_output" +DEFAULT_ENGINE = "surya" + + +@dataclass +class ExtractionResult: + document: str # base filename, no extension + source_path: Path + text: str + json_data: dict + html: str + + +class Extractor: + """Runs the full PDF -> OCR -> formatted-output pipeline. + + Args: + engine: either a registered engine name (e.g. "surya"), or an + already-constructed `BaseOCREngine` instance (useful for + injecting a custom or mocked engine). Defaults to "surya". + The resolved engine is instantiated once and reused across + every PDF processed by this `Extractor` instance, so any + backend server it spawns (e.g. vllm/llama.cpp) only starts once. + """ + + def __init__(self, engine: Union[str, BaseOCREngine] = DEFAULT_ENGINE) -> None: + self.engine: BaseOCREngine = get_engine(engine) + + def process_pdf(self, pdf_path: Union[str, Path]) -> ExtractionResult: + """Run the full extraction pipeline on a single PDF and return the + result. Does not write any files - use `run()` for that, or save + the returned result's fields yourself. + """ + pdf_path = Path(pdf_path) + + images = load_pages(pdf_path) + pages = self.engine.run(images) + + document_name = pdf_path.stem + return ExtractionResult( + document=document_name, + source_path=pdf_path, + text=formatter.build_text(pages), + json_data=formatter.build_json(document_name, pages), + html=formatter.build_html(document_name, pages), + ) + + def run( + self, + input_path: Union[str, Path] = DEFAULT_INPUT_DIR, + output_dir: Union[str, Path] = DEFAULT_OUTPUT_DIR, + ) -> List[ExtractionResult]: + """Find every PDF under `input_path`, OCR it, and write outputs to + `output_dir/{html,text,json}/`. + + Returns the list of `ExtractionResult` objects (also useful if you + want to use the results in-process without re-reading the files + back). + """ + input_path = Path(input_path) + output_dir = Path(output_dir) + + html_dir = output_dir / "html" + text_dir = output_dir / "text" + json_dir = output_dir / "json" + for d in (html_dir, text_dir, json_dir): + d.mkdir(parents=True, exist_ok=True) + + pdfs = find_pdfs(input_path) + if not pdfs: + print(f"No PDF files found under: {input_path}") + return [] + + root = input_path if input_path.is_dir() else input_path.parent + + results = [] + for pdf_path in pdfs: + print(f"Processing: {pdf_path}") + result = self.process_pdf(pdf_path) + out_name = self._output_name(pdf_path, root) + + (text_dir / f"{out_name}.txt").write_text(result.text, encoding="utf-8") + (html_dir / f"{out_name}.html").write_text(result.html, encoding="utf-8") + (json_dir / f"{out_name}.json").write_text( + json.dumps(result.json_data, ensure_ascii=False, indent=2), + encoding="utf-8", + ) + + print(f" -> {text_dir / f'{out_name}.txt'}") + print(f" -> {html_dir / f'{out_name}.html'}") + print(f" -> {json_dir / f'{out_name}.json'}") + + results.append(result) + + return results + + @staticmethod + def _output_name(pdf_path: Path, root: Path) -> str: + """Derive a unique output base-name for a PDF, disambiguating + collisions across nested folders by including the relative path. + """ + try: + rel = pdf_path.relative_to(root).with_suffix("") + return str(rel).replace("/", "__") + except ValueError: + # pdf_path wasn't under root (e.g. a single file was passed directly) + return pdf_path.stem diff --git a/OCR/main.py b/OCR/main.py new file mode 100644 index 0000000..0552c58 --- /dev/null +++ b/OCR/main.py @@ -0,0 +1,41 @@ +#!/usr/bin/env python3 +"""Command-line entry point for the OCR text-extraction pipeline. + +Usage: + python main.py # processes everything under extraction_input/ + python main.py path/to/file.pdf # processes a single specific PDF + python main.py path/to/folder # recursively processes all PDFs in a custom folder + python main.py path/to/folder --engine surya # explicitly select an OCR engine (default: surya) +""" + +import argparse + +from extractor import DEFAULT_ENGINE, DEFAULT_INPUT_DIR, Extractor +from extractor.engines import ENGINE_REGISTRY + + +def main() -> None: + parser = argparse.ArgumentParser(description="Run OCR text extraction on PDFs.") + parser.add_argument( + "input_path", + nargs="?", + default=DEFAULT_INPUT_DIR, + help=f"PDF file or folder to process (default: {DEFAULT_INPUT_DIR}/)", + ) + parser.add_argument( + "--engine", + default=DEFAULT_ENGINE, + choices=sorted(ENGINE_REGISTRY), + help=f"OCR engine to use (default: {DEFAULT_ENGINE})", + ) + + args = parser.parse_args() + + extractor = Extractor(engine=args.engine) + results = extractor.run(input_path=args.input_path) + + print(f"\nDone. Processed {len(results)} PDF(s).") + + +if __name__ == "__main__": + main() diff --git a/OCR/requirements.txt b/OCR/requirements.txt new file mode 100644 index 0000000..a72f30a --- /dev/null +++ b/OCR/requirements.txt @@ -0,0 +1,3 @@ +surya-ocr +pypdfium2 +pillow From cefb81fb609429043dcb06aa37a2ea830e6071bc Mon Sep 17 00:00:00 2001 From: Sahil Bheke Date: Fri, 24 Jul 2026 12:10:18 +0530 Subject: [PATCH 2/2] Potential fix for pull request finding Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com> --- OCR/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/OCR/README.md b/OCR/README.md index 8ff4d41..13dd1f8 100644 --- a/OCR/README.md +++ b/OCR/README.md @@ -90,7 +90,7 @@ If another service in this repo wants to call this module directly in-process ra ``` -surya_ocr_test/ +OCR/ ├── extractor/ # Core, importable Python package │ ├── __init__.py # Public API: exports `Extractor` (the only public entry point) │ ├── models.py # Engine-agnostic result model: Block, PageResult dataclasses