From 74618b91a711487b9165188194fa79539a732a9f Mon Sep 17 00:00:00 2001 From: test-user Date: Tue, 26 May 2026 14:13:07 -0700 Subject: [PATCH] feat: detect xAI/Grok EXIF signature; refresh watermarking landscape (v0.5.5) xAI Grok (Aurora) images carry no C2PA/SynthID/IPTC -- their only provenance signal is an EXIF pair: ImageDescription "Signature: " + a UUID Artist. Verified stable across 3 genuine generations (a real download previously read as unknown / "no AI metadata"). - metadata.xai_signature(): matches the Signature blob + UUID Artist pair; wired into has_ai_metadata, get_ai_metadata, and identify (platform "xAI (Grok / Aurora)"). - data/samples/grok-1.jpg: real Grok fixture (neutral content; the Artist UUID is the public image id, not PII). - Tests: synthetic-fixture unit tests, real-sample assertion, identify integration (322 passing). Docs (research refresh, May 2026): - C2PA 2.4 Durable Content Credentials (soft-binding re-discovery after the embedded manifest is stripped). - New AI-labeling laws, primary-source verified: EU AI Act Art 50 (2026-08-02), South Korea AI Framework Act Art 31(3), California AB 853. - Hedge removal claims: defeating the SynthID verifier is not forensic invisibility (arXiv:2605.09203); cite SynthID-Image (arXiv:2510.09263). Co-Authored-By: Claude Opus 4.7 (1M context) --- CLAUDE.md | 13 +++--- README.md | 7 ++- data/samples/grok-1.jpg | Bin 0 -> 364176 bytes pyproject.toml | 2 +- src/remove_ai_watermarks/__init__.py | 2 +- src/remove_ai_watermarks/identify.py | 14 +++++- src/remove_ai_watermarks/metadata.py | 51 +++++++++++++++++++++- tests/test_identify.py | 27 ++++++++++++ tests/test_metadata.py | 61 +++++++++++++++++++++++++++ uv.lock | 2 +- 10 files changed, 167 insertions(+), 12 deletions(-) create mode 100644 data/samples/grok-1.jpg diff --git a/CLAUDE.md b/CLAUDE.md index dbbce30..d214851 100644 --- a/CLAUDE.md +++ b/CLAUDE.md @@ -14,7 +14,7 @@ You are a **principal Python engineer** maintaining a CLI tool and library for r - `bash maintain.sh` — uv-outdated, uv-secure, ruff check/fix, ruff format, pyright, pytest -n auto - `maintain.sh` may not finish fully green (pre-existing, not per-change): strict pyright carries debt in `remove_ai_metadata` / `cli.py` (untyped piexif/PIL/click/rich). (`uv-secure` is clean since idna was bumped 3.11 -> 3.16, fixing GHSA-65pc-fj4g-8rjx.) To gate a change, run `uv run ruff check`, `uv run pyright `, `uv run pytest` directly. - Run `uv run` from the repo root — from another cwd it falls back to a bare env without numpy/cv2/torch. -- Metadata/C2PA tests assert against real committed fixtures in `data/samples/` (`chatgpt-*.png` = OpenAI C2PA, `firefly-1.png` = Adobe, `mj-*` = Midjourney IPTC, `doubao-1.png` = ByteDance Doubao with the China TC260 `` XMP label **and** a visible "豆包AI生成" text mark bottom-right); synthetic byte blobs cover the JPEG/ISOBMFF format paths. The "non-AI / clean photo" control is no longer in `data/samples/` -- the `clean_photo` conftest fixture serves a verified-negative image from the corpus `neg/` set (skips if the corpus is absent). +- Metadata/C2PA tests assert against real committed fixtures in `data/samples/` (`chatgpt-*.png` = OpenAI C2PA, `firefly-1.png` = Adobe, `mj-*` = Midjourney IPTC, `doubao-1.png` = ByteDance Doubao with the China TC260 `` XMP label **and** a visible "豆包AI生成" text mark bottom-right; `grok-1.jpg` = xAI Grok with its EXIF-only `Signature:` blob + UUID `Artist` and no C2PA/SynthID/IPTC); synthetic byte blobs cover the JPEG/ISOBMFF format paths. The "non-AI / clean photo" control is no longer in `data/samples/` -- the `clean_photo` conftest fixture serves a verified-negative image from the corpus `neg/` set (skips if the corpus is absent). - SynthID reference corpus: `scripts/synthid_corpus.py` ingests labeled images into `data/synthid_corpus/`. The labeled `images/` (`pos/` `neg/` `cleaned/`) are **committed** (public repo -- review every image for private content before adding; `manifest.csv` is kept in sync with the files on disk, one row per tracked image); only the synthetic `refs/` calibration fills are gitignored. See its README for the collection protocol and verification oracles. ## Configuration @@ -26,8 +26,8 @@ You are a **principal Python engineer** maintaining a CLI tool and library for r - `noai/c2pa.py` — PNG chunk parser; use `extract_c2pa_chunk(path)` to get raw caBX payload, `has_c2pa_metadata(path)` to detect. Do not reimplement chunk parsing. `extract_c2pa_info(path)` sets `synthid_watermark`/`synthid_vendors` when the manifest is signed by a SynthID-using vendor. - `noai/constants.py` — PNG_SIGNATURE, C2PA_CHUNK_TYPE, C2PA_SIGNATURES, C2PA_ISSUERS, and `SYNTHID_C2PA_ISSUERS` (issuers that pair SynthID with C2PA: Google, OpenAI). Add a new issuer here, not inline. -- `metadata.py` — `synthid_source(path)` returns the vendor name(s) if the C2PA manifest implies a SynthID pixel watermark, else None. Format-agnostic: PNG via the caBX parser, JPEG/WebP/AVIF/HEIF/JXL via a binary scan (C2PA marker + SynthID issuer + AI-source marker). `get_ai_metadata` surfaces the verdict, and `metadata --check` prints it as a callout. Both `get_ai_metadata` and `has_ai_metadata` guard the PIL open with `except Exception` (HEIC/unknown formats raise non-OSError) and fall through to the binary scan. -- `identify.py` — `identify(path)` aggregates every locally-readable signal (C2PA issuer→platform, IPTC "Made with AI", embedded SD/ComfyUI params, SynthID proxy, visible Gemini sparkle) into one `ProvenanceReport`. `is_ai_generated` is True or None (never asserted False — stripped metadata is not proof of clean origin). Visible-sparkle is promoted only at confidence ≥ `_SPARKLE_THRESHOLD` (0.5; corpus-tuned to separate Gemini sparkles ≥0.56 from non-sparkle ≤0.49). The cv2 dependency lives in `gemini_engine.detect_sparkle_confidence`, not here. Add platform mappings to `_ISSUER_PLATFORM`, not inline. For non-PNG containers (JPEG/WebP/AVIF/HEIF/JXL) the caBX parser returns nothing, so issuer (`_issuers_in`) and generator (`_ai_tools_in`, reusing `C2PA_AI_TOOLS`) are recovered by binary-scanning the first MB. EXIF `Software` / `Make` / `Artist` / `ImageDescription` and XMP `CreatorTool` generator tags are read by `metadata.exif_generator` (PIL+piexif for any format PIL opens incl. AVIF, plus a container-agnostic XMP raw-byte scan that also covers HEIF/JXL), matched against `AI_GENERATOR_TOKENS` so ordinary editors (plain "Adobe Photoshop") and real-camera `Make` ("Apple"/"Canon") are not flagged. **Ideogram tags its output with EXIF `Make="Ideogram AI"`** (verified on a real download 2026-05-24) — that's why `Make` is read. +- `metadata.py` — `synthid_source(path)` returns the vendor name(s) if the C2PA manifest implies a SynthID pixel watermark, else None. Format-agnostic: PNG via the caBX parser, JPEG/WebP/AVIF/HEIF/JXL via a binary scan (C2PA marker + SynthID issuer + AI-source marker). `get_ai_metadata` surfaces the verdict, and `metadata --check` prints it as a callout. Both `get_ai_metadata` and `has_ai_metadata` guard the PIL open with `except Exception` (HEIC/unknown formats raise non-OSError) and fall through to the binary scan. `xai_signature(path)` detects xAI/Grok's EXIF-only scheme (`ImageDescription` = `Signature: ` + UUID `Artist`); it feeds `has_ai_metadata`, `get_ai_metadata` (key `xai_signature`), and `identify`. +- `identify.py` — `identify(path)` aggregates every locally-readable signal (C2PA issuer→platform, IPTC "Made with AI", embedded SD/ComfyUI params, SynthID proxy, xAI/Grok EXIF signature via `metadata.xai_signature`, visible Gemini sparkle) into one `ProvenanceReport`. `is_ai_generated` is True or None (never asserted False — stripped metadata is not proof of clean origin). Visible-sparkle is promoted only at confidence ≥ `_SPARKLE_THRESHOLD` (0.5; corpus-tuned to separate Gemini sparkles ≥0.56 from non-sparkle ≤0.49). The cv2 dependency lives in `gemini_engine.detect_sparkle_confidence`, not here. Add platform mappings to `_ISSUER_PLATFORM`, not inline. For non-PNG containers (JPEG/WebP/AVIF/HEIF/JXL) the caBX parser returns nothing, so issuer (`_issuers_in`) and generator (`_ai_tools_in`, reusing `C2PA_AI_TOOLS`) are recovered by binary-scanning the first MB. EXIF `Software` / `Make` / `Artist` / `ImageDescription` and XMP `CreatorTool` generator tags are read by `metadata.exif_generator` (PIL+piexif for any format PIL opens incl. AVIF, plus a container-agnostic XMP raw-byte scan that also covers HEIF/JXL), matched against `AI_GENERATOR_TOKENS` so ordinary editors (plain "Adobe Photoshop") and real-camera `Make` ("Apple"/"Canon") are not flagged. **Ideogram tags its output with EXIF `Make="Ideogram AI"`** (verified on a real download 2026-05-24) — that's why `Make` is read. - `gemini_engine.py` — visible Gemini-sparkle remover/detector (cv2/numpy, no GPU). `detect_sparkle_confidence(path)` is the file-level entry point used by `identify.py`. - `invisible_watermark.py` — `detect_invisible_watermark(path)` decodes the OPEN DWT-DCT watermarks (public decoder, no key) embedded by Stable Diffusion / SDXL / FLUX via the `imwatermark` library. Known fixed patterns (verified against upstream source) live in `_BITS_48` (SDXL 48-bit, FLUX.2 48-bit) and `_SD1_STRING` ("StableDiffusionV1", SD 1.x/2.x). Optional dep (extra `detect`); returns None when absent. The `detect` extra pulls **torch** transitively (invisible-watermark declares torch a hard dep, and `WatermarkDecoder` eagerly imports `rivaGan` -> `torch` at import time), so detection needs torch present even though dwtDct runs CPU-only on cv2/numpy/pywavelets — no GPU and no separate `gpu` extra required. **Unlike SynthID this is locally detectable**, but the watermark is fragile (does not survive JPEG re-encode/resize — verified gone after JPEG q90), so it confirms origin only on pristine files. Add new known patterns here. The file carries a top-of-module pyright pragma because imwatermark/cv2 ship no type stubs. - `face_protector.py` — YOLO detect + soft-blend pattern; mirror this for any "protect region during diffusion" features @@ -38,9 +38,12 @@ Who embeds what, and whether it is locally detectable (so we know which gaps are - **Locally detectable (open decoder, no key/API):** Stable Diffusion / SDXL / FLUX via `imwatermark` DWT-DCT (now covered by `invisible_watermark.py`). FLUX uses the same library (`black-forest-labs/flux2` `src/flux2/watermark.py`, 48-bit `0b001010101111111010000111100111001111010100101110`); SDXL is the diffusers `WATERMARK_MESSAGE` (`0b101100111110110010010000011110111011000110011110`). Caveat: fragile to re-encoding. - **C2PA / IPTC (covered by the issuer/marker scan):** OpenAI, Google, Adobe Firefly, Microsoft (Designer + **Bing Image Creator** — collected 2026-05-24; Bing now runs Microsoft's own **MAI-Image** model, signs C2PA as "Microsoft", NOT OpenAI/DALL-E), and **Stability AI** (collected from Brand Studio / DreamStudio successor; signs C2PA as "Stability AI Ltd", no SynthID, no imwatermark on its current Stable Image model — issuer added to `C2PA_ISSUERS`). Still unsampled: Canva (its downloads are re-encoded design *exports* that strip C2PA, so a Canva "positive" is inconclusive — skipped), Getty, Shutterstock. Midjourney embeds NO C2PA and no invisible watermark (our `mj-*` sample carried only the IPTC tag). - **EXIF/XMP generator tag (caught by `exif_generator`):** **Ideogram** writes EXIF `Make="Ideogram AI"` (collected 2026-05-24 — no C2PA, no SynthID, no imwatermark; the Make tag is the only signal). +- **xAI / Grok — its own EXIF signature scheme, NOT C2PA (DETECTED by `metadata.xai_signature`, built 2026-05-26).** Grok JPEG downloads (Aurora model) carry **no C2PA, no XMP, no SynthID, no IPTC** — only EXIF `Artist` = a UUID and EXIF `ImageDescription` = `Signature: ` (a crypto signature, unverifiable locally without xAI's public key). This empirically kills the earlier unverified "xAI signs C2PA as xAI" lead — xAI is not even a C2PA member. `exif_generator` misses it (neither field holds an `AI_GENERATOR_TOKENS` token), so a dedicated detector `xai_signature(path)` matches the pair (`ImageDescription ~ ^Signature: [A-Za-z0-9+/=]{64,}` AND UUID `Artist`); wired into `has_ai_metadata`, `get_ai_metadata` (key `xai_signature`), and `identify` (signal `xai_signature`, platform "xAI (Grok / Aurora)"). **Format confirmed stable across n=3 genuine generations:** exactly three EXIF tags (`Artist`, `ExifOffset`, `ImageDescription`), `Signature:` prefix constant, base64 payload 300-1004 chars. Two capture facts: (a) the `Artist` UUID **equals the public image id** in the asset URL (`https://imagine-public.x.ai/imagine-public/images/.jpg`), so it is NOT a private per-user secret — only the `Signature` blob is; (b) the Grok web-UI image is a re-encoded **WebP with no signature** — the EXIF survives only in the *original* JPEG (download button or that public tokenless URL), which is why screenshots / re-encodes are metadata-stripped. Tests use a **synthetic** JPEG fixture (fake UUID + fake `Signature:` blob), never a real Grok image (its repo is public). Not yet *stripped* on removal: `remove_ai_metadata` preserves the EXIF block wholesale for JPEG, so the signature is detected but not scrubbed — a follow-up. - **China TC260 AIGC label (caught by `AIGC_MARKERS` / `metadata.aigc_label`, surfaced by `identify` as the `aigc` signal):** China-served generators embed an XMP `{"Label":"1","ContentProducer":...}` block — China's mandatory AI-content labeling (TC260 namespace `tc260.org.cn/ns/AIGC`). **Doubao** (ByteDance) uses it (verified on the real #13 sample 2026-05-25; `ContentProducer` `001191110102MACQD9K64010000`, no C2PA/SynthID/imwatermark — the XMP block is the only signal; GitHub attachment upload did NOT strip it). The same standard is mandatory for Jimeng/Kling/Qwen/Ernie etc., so the one marker covers the whole China-AIGC-labeled ecosystem. `aigc_label` json-decodes the (HTML-entity-encoded) block; container-agnostic raw-byte scan. - **No detectable signal on download (correctly reported `unknown`):** **Recraft** (PNG export is a re-encoded design export — strips everything), **Krea hosting FLUX 2** (no imwatermark despite FLUX — the host omits the encoder, same as Stability's hosted SDXL), and Midjourney (embeds nothing). Lesson: the imwatermark detector only fires on *pristine* output from a pipeline that runs the encoder (diffusers default, official BFL), not from re-hosts (Krea/Stability) or re-encoded exports (Recraft/Canva). - **Invisible but NOT locally detectable (proprietary, API/oracle only — same wall as SynthID):** Amazon Titan Image Generator + Nova Canvas (Bedrock `DetectGeneratedContent` API), Kakao (new SynthID image adopter, May 2026), NVIDIA Cosmos (SynthID video). No local detector possible; treat like SynthID. +- **C2PA 2.4 "Durable Content Credentials" (April 2026; verified against the spec) raise the bar for metadata stripping.** 2.4 defines soft bindings (an invisible watermark or a content fingerprint) plus a server-side manifest repository and a new `c2pa.repository-receipt` assertion. Per the spec: "if a C2PA manifest is removed from an asset, but a copy of that manifest remains in a provenance store elsewhere, the manifest and asset may be matched using available soft bindings." So our local `metadata --remove` deletes the *embedded* manifest, but a fingerprint/watermark soft binding can still re-link the image to its manifest in a repository server-side. Stripping the file is becoming necessary-but-not-sufficient against durable provenance. (Our parsers target the stable embedded-manifest format documented in C2PA 2.1 §11; that format is unchanged in 2.4 -- the new pieces are repository/soft-binding infra, not the on-file box layout, so no parser change is implied.) Spec: https://spec.c2pa.org/specifications/specifications/2.4/specs/C2PA_Specification.html +- **Regulatory driver (context, not a code change):** AI-content labeling mandates are expanding, which pushes more generators toward exactly the C2PA + watermark signals we read. The full per-jurisdiction table lives in README "## Legal" -- keep it there, not duplicated here. Newly added + primary-source verified 2026-05-26: **EU AI Act Article 50** machine-readable marking applicable **2026-08-02** (verified against the article text); **South Korea AI Framework Act Art. 31(3)** in force since Jan 2026 (verified via Kim & Chang; Enforcement Decree accepts an invisible-watermark label); **California AB 853** (amends the CA AI Transparency Act) latent-disclosure duty operative **2026-08-02**, requiring a disclosure "permanent or extraordinarily difficult to remove" (verified against the leginfo bill text -- this is the exact disclosure our tool strips). When extending the README table, verify each date/article against the statute/bill text before committing, not against search summaries. ## Known limitations @@ -48,6 +51,6 @@ Who embeds what, and whether it is locally detectable (so we know which gaps are - Pyright first run is slow (2-3 min) due to ML deps (torch/diffusers/transformers stubs); full-project `uv run pyright` can stall for many minutes — scope it to changed files. - `ultralytics` monkey-patches `PIL.Image.open` and tries to autoload `pi_heif`. When `pi_heif` is missing, opening files raises `ModuleNotFoundError`, not `UnidentifiedImageError`. Code that opens user-supplied or unknown-format files should `except Exception`, not just `OSError`/`UnidentifiedImageError`. - Metadata detection for AVIF/HEIF/JPEG-XL relies on a binary scan for `C2PA_UUID` + `IPTC_AI_MARKERS`, plus EXIF `Software` / XMP `CreatorTool` generator tags via `metadata.exif_generator` (validated with synthesized AVIF/JPEG fixtures + an XMP raw-scan fixture). C2PA removal in those containers is implemented via `noai/isobmff.py` (top-level ``uuid`` / ``jumb`` box stripper, no re-encoding). EXIF/XMP boxes inside those containers are read for detection but not yet **scrubbed** on removal. -- **SynthID detection is metadata-only.** There is no reliable *local* detector of the SynthID *pixel* watermark — Google's decoder is proprietary, no public spec or API (only a waitlisted portal). We detect SynthID by its C2PA companion (`synthid_source` / `SYNTHID_C2PA_ISSUERS`), which is reliable while the manifest is intact but says nothing once C2PA is stripped. **Surface-dependent blind spot (verified 2026-05-24):** the same Google model emits different metadata per surface -- the Gemini *app* wraps outputs in Google C2PA, but the *API/playground* (AI Studio, Nano Banana / gemini-2.5-flash-image) emits the SynthID *pixel* watermark (confirmed via the Gemini-app oracle) + the visible sparkle but **no C2PA/IPTC at all**, so `synthid_source` returns None despite SynthID being present. Only the pixel oracle or the visible-sparkle detector catches those. (Meta AI is another surface mismatch: it writes the IPTC `digitalSourceType=trainedAlgorithmicMedia` marker, not C2PA and not SynthID.) Google→SynthID is long-standing; OpenAI→SynthID is confirmed by OpenAI's Help Center (ChatGPT/Codex/API "include both C2PA metadata and SynthID watermarks", updated 2026-05-21) but time-gated (pre-rollout OpenAI images carry C2PA without SynthID), so the OpenAI verdict is hedged "likely". Oracles: Gemini app "Verify with SynthID" (Google), openai.com/verify (OpenAI). The spectral phase-coherence approach from `github.com/aloshdenny/reverse-SynthID` was evaluated (May 2026) and **does not work for real-content detection**: on its own shipped codebook + validation set, watermarked and cleaned images were indistinguishable (conf within noise, cleaned often higher); it only fires on pure-black 1024x1024 reference images at exact resolution (the controlled case it was calibrated on). The README's "90% / conf=0.91" reproduces only in that lab condition. Do not build a production detector on it; if revisited, it is experimental/diagnostic only and needs a per-resolution, per-model reference corpus. A from-scratch gpt-image pilot (2026-05-24) confirmed this independently: 5 independent solid-black gpt-image outputs share a near-identical fixed signature (pairwise residual correlation **0.92**, avg-template retains 97% energy), so the watermark/carrier IS strongly present and consistent on flat content — but the carrier frequencies extracted from it do NOT discriminate real content (carrier-to-random ratio: cleaned 1.86 > watermarked 1.53; a non-gpt-image image scored highest at 3.67). The signature drowns in content texture. Net: a perfectly consistent solid-color signature still yields no real-content pixel detector with magnitude/carrier methods. A corpus discrimination test (2026-05-24, `scripts/synthid_pixel_probe.py`, raw zero-mean residual NCC) independently re-confirms this: at matched resolution, SynthID positives do NOT cluster apart from negatives (within-Gemini 0.07; at 1024 px pos-vs-neg >= pos-vs-pos). The only high correlations were near-duplicate *content* (5 ChatGPT renders of one prompt at ~0.92, while a distinct ChatGPT image scored ~0 against them) — content, not a carrier. The probe is solid-fills-only and EXPERIMENTAL/DIAGNOSTIC; do not use it on real content. **Correction (deeper re-examination 2026-05-25):** the carrier IS real on solid fills — the earlier "no carrier" was a *method* artifact of using spatial / FFT-magnitude NCC, which can't see it. The carrier is a fixed *phase* at specific low frequencies, so the right metric is **per-bin phase coherence**. On 8 white `gemini-2.5-flash-image` fills (generated via the reverse-SynthID trick: identity-edit prompt "Recreate this image exactly as it is" on a synthetic pure-white PNG — this bypasses the recitation block that rejects text prompts for pure colors), phase coherence at the white carriers `(0,±7..±12,±20..±23)` = **0.86** vs **0.31** random; single-image leave-one-out phase-match **+0.83** vs real photos **-0.24**. (Black `2.5-flash` fills clip to std≈0 — SynthID can't push values below 0, so no carrier in black; the repo's dark carriers come from nano-banana-pro.) **But it does not generalize:** (a) carriers are model-version + resolution + color specific — the repo's v4 codebook (built for `gemini-3.1-flash-image-preview` + `nano-banana-pro-preview`) scores ~0.527 on my 2.5-flash white fills, indistinguishable from negatives (~0.50), i.e. carriers shift across model versions and need a per-model codebook; (b) on real content (30 `2.5-flash` images) the carrier collapses — set phase coherence at carriers 0.37 ≈ random 0.42, and the repo's v4 detector gives content 0.518 ≈ negatives 0.504 (no separation; a faint +0.24 single-image lean is likely a brightness confound). Net: the spectral/phase approach is a real *controlled-fill* characterizer, NOT an arbitrary-real-content detector, and is brittle to model version. Metadata proxy + visible sparkle + online oracles remain the ceiling for real content. +- **SynthID detection is metadata-only.** There is no reliable *local* detector of the SynthID *pixel* watermark — Google's decoder is proprietary, no public spec or API (only a waitlisted portal). Authoritative confirmation: Google DeepMind's own paper "SynthID-Image: Image watermarking at internet scale" (Gowal et al., arXiv:2510.09263) states the verification service is restricted to "trusted testers" and does not release detector weights or a reproducible algorithm — so a local pixel detector is infeasible by design, not just unbuilt. https://arxiv.org/abs/2510.09263 We detect SynthID by its C2PA companion (`synthid_source` / `SYNTHID_C2PA_ISSUERS`), which is reliable while the manifest is intact but says nothing once C2PA is stripped. **Surface-dependent blind spot (verified 2026-05-24):** the same Google model emits different metadata per surface -- the Gemini *app* wraps outputs in Google C2PA, but the *API/playground* (AI Studio, Nano Banana / gemini-2.5-flash-image) emits the SynthID *pixel* watermark (confirmed via the Gemini-app oracle) + the visible sparkle but **no C2PA/IPTC at all**, so `synthid_source` returns None despite SynthID being present. Only the pixel oracle or the visible-sparkle detector catches those. (Meta AI is another surface mismatch: it writes the IPTC `digitalSourceType=trainedAlgorithmicMedia` marker, not C2PA and not SynthID.) Google→SynthID is long-standing; OpenAI→SynthID is confirmed by OpenAI's Help Center (ChatGPT/Codex/API "include both C2PA metadata and SynthID watermarks", updated 2026-05-21) but time-gated (pre-rollout OpenAI images carry C2PA without SynthID), so the OpenAI verdict is hedged "likely". Oracles: Gemini app "Verify with SynthID" (Google), openai.com/verify (OpenAI). The spectral phase-coherence approach from `github.com/aloshdenny/reverse-SynthID` was evaluated (May 2026) and **does not work for real-content detection**: on its own shipped codebook + validation set, watermarked and cleaned images were indistinguishable (conf within noise, cleaned often higher); it only fires on pure-black 1024x1024 reference images at exact resolution (the controlled case it was calibrated on). The README's "90% / conf=0.91" reproduces only in that lab condition. Do not build a production detector on it; if revisited, it is experimental/diagnostic only and needs a per-resolution, per-model reference corpus. A from-scratch gpt-image pilot (2026-05-24) confirmed this independently: 5 independent solid-black gpt-image outputs share a near-identical fixed signature (pairwise residual correlation **0.92**, avg-template retains 97% energy), so the watermark/carrier IS strongly present and consistent on flat content — but the carrier frequencies extracted from it do NOT discriminate real content (carrier-to-random ratio: cleaned 1.86 > watermarked 1.53; a non-gpt-image image scored highest at 3.67). The signature drowns in content texture. Net: a perfectly consistent solid-color signature still yields no real-content pixel detector with magnitude/carrier methods. A corpus discrimination test (2026-05-24, `scripts/synthid_pixel_probe.py`, raw zero-mean residual NCC) independently re-confirms this: at matched resolution, SynthID positives do NOT cluster apart from negatives (within-Gemini 0.07; at 1024 px pos-vs-neg >= pos-vs-pos). The only high correlations were near-duplicate *content* (5 ChatGPT renders of one prompt at ~0.92, while a distinct ChatGPT image scored ~0 against them) — content, not a carrier. The probe is solid-fills-only and EXPERIMENTAL/DIAGNOSTIC; do not use it on real content. **Correction (deeper re-examination 2026-05-25):** the carrier IS real on solid fills — the earlier "no carrier" was a *method* artifact of using spatial / FFT-magnitude NCC, which can't see it. The carrier is a fixed *phase* at specific low frequencies, so the right metric is **per-bin phase coherence**. On 8 white `gemini-2.5-flash-image` fills (generated via the reverse-SynthID trick: identity-edit prompt "Recreate this image exactly as it is" on a synthetic pure-white PNG — this bypasses the recitation block that rejects text prompts for pure colors), phase coherence at the white carriers `(0,±7..±12,±20..±23)` = **0.86** vs **0.31** random; single-image leave-one-out phase-match **+0.83** vs real photos **-0.24**. (Black `2.5-flash` fills clip to std≈0 — SynthID can't push values below 0, so no carrier in black; the repo's dark carriers come from nano-banana-pro.) **But it does not generalize:** (a) carriers are model-version + resolution + color specific — the repo's v4 codebook (built for `gemini-3.1-flash-image-preview` + `nano-banana-pro-preview`) scores ~0.527 on my 2.5-flash white fills, indistinguishable from negatives (~0.50), i.e. carriers shift across model versions and need a per-model codebook; (b) on real content (30 `2.5-flash` images) the carrier collapses — set phase coherence at carriers 0.37 ≈ random 0.42, and the repo's v4 detector gives content 0.518 ≈ negatives 0.504 (no separation; a faint +0.24 single-image lean is likely a brightness confound). Net: the spectral/phase approach is a real *controlled-fill* characterizer, NOT an arbitrary-real-content detector, and is brittle to model version. Metadata proxy + visible sparkle + online oracles remain the ceiling for real content. - **External AI-vs-real classifier models are out of scope (decided 2026-05-24).** Generic HuggingFace detectors (`Organika/sdxl-detector` Swin Transformer, `umm-maybe/AI-image-detector`, and fine-tunes) exist and report ~0.98 on their *own* SDXL-vs-real validation sets, but they are per-generator and the model cards themselves note degraded accuracy off-distribution; they are untested on gpt-image / Gemini Nano Banana (the metadata-stripped surfaces we care about), and our own light SDXL pass would likely defeat them the same way it defeats SynthID. Detection here stays local + signal-based (metadata + visible sparkle); do not add a bundled classifier dependency. -- **SynthID v2 vs default pipeline:** the SDXL-based default profile (since May 2026) defeats SynthID v2. **Verified end-to-end (May 2026):** local SDXL run on a Gemini 3 Pro output, checked via the Gemini app's "Verify with SynthID" feature, returned "no SynthID watermark detected". Also confirmed against **OpenAI's** SynthID (2026-05-23): a fresh ChatGPT/gpt-image output read "SynthID detected" on openai.com/verify before the local SDXL run and "SynthID not detected" after (corpus regression chain: pos `4ef377bd` -> cleaned `47188e88`). The same configuration is used in raiw-app production (`fal-ai/fast-sdxl/image-to-image`, strength 0.05, steps 50, guidance 7.5, no pre-downscale). fal's own `llms.txt` for `fast-sdxl` names the base checkpoint as `stabilityai/stable-diffusion-xl-base-1.0` (verified 2026-05-25) -- the exact checkpoint the local CLI defaults to (`DEFAULT_MODEL_ID`). So the local `invisible` default is weight-for-weight identical to prod; "fast-sdxl" is fal's optimized serving, not different weights. After the native-resolution fix the local pipeline matches prod on weights + strength + steps + guidance + resolution. SD-1.5 dreamshaper at 768 px was previously the default and does NOT defeat v2 — verified empirically against the same feature (strength 0.04, 0.10, and elastic warp α∈{5,8} all flagged positive). That SD-1.5 path was removed; only `default` (SDXL) and `ctrlregen` profiles remain. +- **SynthID v2 vs default pipeline:** the SDXL-based default profile (since May 2026) defeats SynthID v2. **Verified end-to-end (May 2026):** local SDXL run on a Gemini 3 Pro output, checked via the Gemini app's "Verify with SynthID" feature, returned "no SynthID watermark detected". Also confirmed against **OpenAI's** SynthID (2026-05-23): a fresh ChatGPT/gpt-image output read "SynthID detected" on openai.com/verify before the local SDXL run and "SynthID not detected" after (corpus regression chain: pos `4ef377bd` -> cleaned `47188e88`). The same configuration is used in raiw-app production (`fal-ai/fast-sdxl/image-to-image`, strength 0.05, steps 50, guidance 7.5, no pre-downscale). fal's own `llms.txt` for `fast-sdxl` names the base checkpoint as `stabilityai/stable-diffusion-xl-base-1.0` (verified 2026-05-25) -- the exact checkpoint the local CLI defaults to (`DEFAULT_MODEL_ID`). So the local `invisible` default is weight-for-weight identical to prod; "fast-sdxl" is fal's optimized serving, not different weights. After the native-resolution fix the local pipeline matches prod on weights + strength + steps + guidance + resolution. SD-1.5 dreamshaper at 768 px was previously the default and does NOT defeat v2 — verified empirically against the same feature (strength 0.04, 0.10, and elastic warp α∈{5,8} all flagged positive). That SD-1.5 path was removed; only `default` (SDXL) and `ctrlregen` profiles remain. **Scope of the claim: defeating the SynthID verifier is NOT the same as forensic invisibility.** "Removing the Watermark Is Not Enough: Forensic Stealth in Generative-AI Watermark Removal" (arXiv:2605.09203, 2026-05) shows that six removal attacks across four families (UnMarker, CtrlRegen+, WatermarkAttacker, etc.) all leave forensic traces: independent detectors flag *removal-processed* images vs genuinely-clean ones at **>98% TPR at 1% FPR**. So our SDXL pass makes the oracle read "SynthID not detected," but the output can still be classifiable as "an image that went through a removal pipeline." Do not over-claim "indistinguishable from a real photo." https://arxiv.org/abs/2605.09203 diff --git a/README.md b/README.md index 512d909..5c35ecd 100644 --- a/README.md +++ b/README.md @@ -42,6 +42,7 @@ If this tool saves you time, consider [sponsoring its development](https://githu | **Adobe Firefly** | — | — | ✅ Content Credentials (C2PA) | Metadata strip | | **Stability AI** (DreamStudio / Stable Image) | — | — | ✅ C2PA ("Stability AI Ltd") | Metadata strip | | **Microsoft Designer / Bing Image Creator** | — | ✅ SynthID via DALL-E backend (Designer) | ✅ C2PA (Bing runs MAI-Image, signed "Microsoft") | Metadata strip | +| **xAI Grok (Aurora)** | — | — | ✅ EXIF signature scheme (no C2PA): `Signature:` blob + UUID `Artist` | Detected (`identify`); metadata strip | | **Midjourney** | — | — | ✅ EXIF + XMP (prompt, model, seed) | Metadata strip | | **Meta AI** | — | — | ✅ IPTC "Made with AI" (digitalSourceType) | Metadata strip (removes the label) | | **Doubao** (ByteDance) / China AIGC generators | — | — | ✅ TC260 `` XMP label (China's mandatory AI labeling) | Metadata strip | @@ -87,11 +88,11 @@ image → encode to latent space (VAE) at native resolution By default the image is processed at its **native resolution** with no pre-downscale, matching the hosted raiw.cc backend (fal `fast-sdxl`, which is `stabilityai/stable-diffusion-xl-base-1.0` — the same checkpoint the CLI defaults to). At strength ~0.05 SDXL img2img does not need the input shrunk, and the old forced downscale-to-1024 then upscale-back round-trip was the main quality loss. Pass `--max-resolution N` to cap the long side only when a very large image runs out of GPU/MPS memory (it reintroduces that lossy round-trip). -SDXL is the default since May 2026: empirically defeats SynthID v2 on Gemini 3 Pro outputs, where the older SD-1.5 pipeline at 768 px did not. The SD-1.5 path was removed once it was verified not to handle v2. +SDXL is the default since May 2026: empirically defeats SynthID v2 on Gemini 3 Pro outputs, where the older SD-1.5 pipeline at 768 px did not. The SD-1.5 path was removed once it was verified not to handle v2. Note the scope: this defeats the SynthID *verifier*, which is not the same as being forensically indistinguishable from a real photo. Recent work ([arXiv:2605.09203](https://arxiv.org/abs/2605.09203)) shows watermark-removal pipelines leave detectable traces, so a separate "this image was processed" classifier can still flag the output. **Face Protection**: before diffusion, YOLO detects people in the image and extracts them. After diffusion, the original faces are blended back with a soft elliptical mask to prevent AI distortion of facial features. -**Analog Humanizer**: optional film grain and chromatic aberration injection that makes the output indistinguishable from a photo of a screen, defeating AI-generated image classifiers. +**Analog Humanizer**: optional film grain and chromatic aberration injection that mimics a photo of a screen, raising the bar for AI-generated image classifiers. (It frustrates generic classifiers but does not guarantee forensic invisibility — see the [arXiv:2605.09203](https://arxiv.org/abs/2605.09203) note above.) ### Stripping C2PA, EXIF, and "Made with AI" metadata @@ -312,6 +313,8 @@ Watermarking and provenance for AI-generated content is now regulated in several | EU | AI Act, Article 50 | Transparency duties apply from **2 August 2026**. Legacy generative systems (placed on the market before that date) get a grandfathering period to **2 December 2026** for the Article 50(2) marking duty, under the Digital Omnibus (Commission proposal Nov 2025; co-legislator political agreement 7 May 2026). Article 50 guidelines and a marking Code of Practice are being finalised through 2026. | Removing mandated provenance markers with intent to deceive may be sanctioned under national implementations. | | US (federal) | COPIED Act | **Reintroduced April 2025; not enacted** (pending in the Senate). | If passed, would set NIST provenance standards and prohibit tampering with / removing provenance information. The tool itself is lawful; usage may not be. | | US (state) | CA AB 2655, TX SB 751, similar | TX SB 751 in force; **CA AB 2655 struck down** by a federal court (Aug 2025, Section 230 / First Amendment). | Content-specific (election deepfakes, sexual deepfakes). Not tool-specific. | +| US (state) | CA AB 853 (amends the California AI Transparency Act) | Core provider duties operative **2 August 2026** (delayed from 1 January 2026); large platforms 1 January 2027; capture devices 1 January 2028. | Covered providers (1M+ monthly users) must embed a latent disclosure that is "permanent or extraordinarily difficult to remove" and offer a free detection tool. Removing that disclosure is what this tool does. | +| South Korea | AI Framework Act (Basic Act on AI), Article 31 | In force since **January 2026** (one-year transition after promulgation). | Art. 31(3): AI output "difficult to distinguish from reality" must be labeled so users "clearly recognize" it; the draft Enforcement Decree accepts a machine-readable (invisible-watermark) label. Artistic/creative works get a presentation exception. | | China | Measures for Labeling AI-Generated Content (+ GB 45438-2025) | In force since **1 September 2025**. | Mandatory explicit (visible) + implicit (metadata) labels for AI content; tampering with or removing labels is prohibited. | | UK | Online Safety Act 2023 / Ofcom guidance | In force, but **no statutory AI-provenance or watermarking obligation**. | Ofcom encourages watermarking / provenance metadata as voluntary "attribution measures"; platform duties, not user obligations. | diff --git a/data/samples/grok-1.jpg b/data/samples/grok-1.jpg new file mode 100644 index 0000000000000000000000000000000000000000..04b7524327e9d1943f5cecf8574993c7ee005d41 GIT binary patch literal 364176 zcmeFXWl$YW^f!2M4X(jGXmEFz;O_43?oKZ5PJ#t@cXxLQc5%ND;36T*^MBvkt=dn! z`+2)+PS2U{nL5AIr+WIxzx99n(5F&9wpIXuoE!rH5dZ+d0MMYI0lZKE0Q(0g@NrM` z(c69Sw$ZSFj}DOdANgqNw$@Ij9-eNN{N!@ZYTUZ!>JIkW&R=;s%pAm>l*QP%{4{u+ zoU}b9r8qn^IDEvc?QNt~xg5UwvdbwcIx4fNIotbaJ6l+4D@*IR*?B3rxqDm6DY`LQ z=_%Rp`6^o3$?{5SYN|R)St|0ds@ghnIOu*;<26^7v6AOjXLEB@mzCodmyy%fuu|vn zQ1RB4RWto2>0srmV(0EI=EAP1%E~A!ZRx|Q;3Fqxqie}%linU|NBm6?-=mz$Z7m5ZC1$J~^|!jzMf&w|(d zL(x$w2mp}}RsZK0R%kdyoW)&Bog?f>=w81m9`(g3IreM0?b$p5wg5&&qZ|Jr{P z`o9JX^B;wSg@u8Ihl7Xzp9=vA5gq{v0UjO^1rZ7PzxHv5ih_*#AM@Ww{@1I}a4;}% z$O!NV|1;(P75Uc>z(j;ig28}+q69!=Lcw4{{Tl|5eaH#-KjQsw3;5unVPN6l5kAB~ z`Iyjx@gY78%!kl$9}<6z27ZhKU@_saDA>f{u~khGC|z;bLz90XQi(SV;HoX$QgfKO zg&`s1;S&&krlF<#LeId-#m&RZ$1fo%B`qT>C$Fxdsim!>t7mRuX=QC=Yv=Ca>E-R? z>lYpo85JE98<&!rmY$KBm7VjmxTLhK{8vR~V^ecWYg>Cq=it!r$mrPk#N^`A^2+Mk z`o`w|0qF4P_~i8L9DH~G=i%`Q^8E52E+_!Z|AO^F|7R!pzvIIEzykZ629T&Y)NXOj+!m1Ws5$p(!2dz}A7uZ}fQ9{k zLiT?G`@e8)0#IR~J{AuK6CeV3MVnoRNfF^+YYabvQm^w%*qnxjA6P43R9ao(u_ozZ zy#6hjIAw~X;OLx2ka$<+vIRV`4wetB=_BF;_2?#$*EH??SdML0BS@-+U)WkKlLY)7 zQez5a4NtU7A}3B>EiRzpeWcVGIB`bUER$vL*w_tMlgvI9LDc{cE8l`o8Hm@!O3h%~ zh%N1Werl@TE%(aygYGKKVoW}DRJb!!b5S7>yIwO$g}Z{l2c?)$_Y8k<8OG8H^$fT9CIUW6KX2ZB1FkUREFS~pNC$E;qdL@Zg z;IYdf`xez|v6(^zrz;Q}0!X^z0$k!dMujQ|2Vu<82bg6g4Z#V4Hkjaq0!WoOsf&!B zU}%a@sXxA1eGGQUU^o$~>x*V-#0j-}cRIO~9!o8rvsqChiSk*T-xs6yH-@>iqCX>F zVzB$mJrpA1UU3uH6jR_B$CM2;=f0BQS6tGQV#v_Hs5!JKu21D`h*B4g1YEs3zOM#1 zIu9ly?YuESPH>DU3bmU(f|2!YFTCz)MSyHb1asokLRF`~Z6@qZxrPbQl2an`0Is9K z#M=AHR}=^N?gt2?H<&(6!%`*rEHlN$z2dlN)J7+yR_|G-i~|R#tG-USZj2qawPVY- zWfC&{qZ68`s$t5CyJqqK0Et1^TRs_gTYJj=g(wiEnWLlu>g1lQQ*n0oMXZKA*JhZt z@Ux==PX7x-^Q$#_uJdgC$@Nz;ulILRC~3C2isRO9)rt)tZ{-XU6y+#KamP^+F7ed1 zyh7D6fHoP+kHAVF|EqYE>c+YkQD0;ZUcSAPyinuBmE(LP@8!Rv@uil75R$G|1XLR z*gLY@ka@dJyYo|bCcgfzN9|AIXos*L-x)Def#`Gd8O97cw$eWrtEp@5mcR`sYSZS% zgoJ8-i+P6cUiQ}=FI`1G<%2vsq>gI4s;wO{{SrI{mBpc{3G%6@F0KVDcg_Pho3$69 zufsPaZ$h^%t%VLAidK>f)V}$f`f4NJ5{jva(x7Fm04DB6%(mdV$Lu9eMe((MQnDq^ z9-fg*>1#t7^}OtA^bB)$T=QsaP4xN1+z{Texjwi*&IGn(&5xm_Hb&&VZCzb!lwtZ? z){OMA>(M5Nd$(@F*UMSeMFE+n#|71uGqYU_YS2)-)>#vbRH^l6$xpKp4$j@g9^DZ{MTGE#uJw8C> z6`ox951{gVY4{C|rEisv%x_9LieZ8|)$uBD?Z@SQ0S}7Ix_U;YU!R}S^-C8GL_~eA z+ocaThzEiz_!VS~KeB(p#~s)tdpqo8kyK1P{G@i@T%kpQ>mKGNgB!Z198rk!j%7fG zd1gd7`vZqzLC#}NX!&|wBrtjsZS@f9={@~7BvXF1TjYR5qTh&mks{KhHKtg`h2Ys8 z4X}rvMo*L&wDkp~O*b6&02u zZv;6T+cpoCwWf(!8qo{ zZR?zwrk!#>*BkIly_rp*-u)cvfwtET!d5wsUC&ZZ9w&t0yJ*?fesGw7Au(=_QXv${VE2o>ZpB4r%>Q7-juBcE-vH$U~bQCXx zUo#sny7Z7Q{ivNmFswTFeJZ60<9S_;Yl7)F0Tyfb{j#=urS6%YaCqmRqR5)bPZpLhX-rqTr`X(ANQxuscZKZ~UZTd6<_||Vi>>O2q(*gbmxT2|r6v{W^f0oYo6~2hE$l(2~ zE8>wH9mg(q;s;K_|3$66*oNd={>ICX-aiMctGlg#Hivq5juq=E;C32*d7xWtp*!`( zrGu6?=@Kpr`w?*TGAHKG6E=+k8kBGHBnkfB(x5bfF{Xas4u(n`5W%u3yU|_o zRJ7NR^Uqh-0>l4gaVod4{6@-JDK}1?0V1jDpR$%=o5KlgRzG%AP3%6hcyQZbv`N{p zovibI*eE5|(jH1s9cm+$!l(DIPAW`*u*Y@*ju`h1B zMW+IWX&9Ou?Ar(}waXY4nh#%Hk*9izPw?<(9w05)sLKEh;$&Q-l}! zBRmYf1dOT6$p#m?=c~yOzrjt;u-T<=_q3P_6h37bBg7chF(EN47QTqj5{QXqj8zbK zxbn#6d;1PusI}-~g_RbuM=0%fk`rT?*X=auhjXGh9}hF}WYJC|x7W7Lqt{ z#dGh7V6LBf-6Mv)s>%3GF93=%Q7gIWB`9$xqta;QMwhNEIhQM?*##XYojCK7LH_`l zo@9;e`hvhZ*KQe-@l%k48WRw0UILzKDbLORsPH?IEonK`pe`R#Z{T^5CNC%j9{s@g z##q6p{XC~2(vd=hq3)(O17D@EPk?9=1~cV~3WJ}q=qOr5;7x0RPMAF3(UFxK>z9i> zOf*%k9PHlV%i3uc+-JM7{$s%vmO1{AuXzxn)*}!qD>NwaE)dQ$7+#P)=O19Whh_Gy({dGtoZpLHt!_4FlgnPtf6g4|C!5CVt7p@ zx$#R4h{%}EcUvcta8nefKziS(^xHQI#jXNwvQPXi%MN~|O+`(J{@&~f4 z56zRHiLuujj=QH0?DaP#zNC0C;ZBxVAB|oO?^%p~8>)9*_v0cwFsWk>Yro#O7cM>W)s>@Ml~;%h~irJ%8yaSfhNT6>S~vj9&=j%01@`D&^Sw%SGWa;xY%sXs#O5YVgul~$Vvn3 zEegrXNicl(r-SjjmQUh~vjo(Az|E~Gul`6Z#xbT#DCP!eHY~J=lLGtsZvWZ=&!W~y z)a3r9$kMI79dj9}QtCk@Kv?uYkJyuDEBBckR$v1Qo4 z97TF>*3FD3Rk`GaIdUKakI?)`I8Kb_d~ONG(zmTI6LzWQA^rkuk-Dy3>a%n1?~Kl= zj8%5L)m_-_GXdp84iyr35d(3=c;Ahg3#n{ZZxaw36MT5_X_g3_^4I=XR--2G7HI8pF3x#71XzqOy_r4G!&kUm@#HaV8OM9#%<(L}q; zKo3`z5To9fWWXRC9lD1XtQ_TtBeA4xiq*q8^$kPDzJZs~Yy6A{wy0Ym#-LBSHA~aY zlE{nF5#_MNZoH2J@7SA_`FRr=WA?X1gLyT1= zkENbv47ij}g9N(*hT#^qmmyaPSx>k;msOQ#q;&IjoLl#wyV+8^LcFfXzKVOD5T0oZ z3kv#?EPu9Oqn18wa`+;O>_hEHxRHczo^$SMGx2Rp2HvY3fB zR0x@G4D5YD|I11sOg~uv)Y07&`z8y1{nS^B*!;&enkcnZ56qwu>HFgCN>9n1B-x=g z01Y%8j`T(Dc`d%$-O}{UgL(LqQgwmq-*#Z$r#tEFm0Ppw{oyYGG{W)bgo!Z z_*m!tl2AQkey&WoYG2Mf9qSjve*ljZfm{F30{hIg6^_`II=y2PeW?Bca?ctO<0oCUlj}cR^R@yhBZJbot*+63`L6y{I8rWl2~E^hd)h1b zhBuoXkn4iJ)BWQ8;uo4a{+?bSNC%&}pYLv%{dR%8}S3-i65UVJh*IOZ_UwL5v@sl~)`(+TE3 z<3h}tp-MMrYzCO~^4+X9cJtU%zf`L-Sq_M>C-x*jYUVKXwmE(^3EL>aByY_xE55FB zmh=o2g2`Lj+rxa!5vPkdP5zAe)g4DTm;?RPAIdm(YfahqMH!TX?JQz&qh#je+8Q~$ z-3X+Q1^f%(JdM%6vecAwyXp}xN)xRpGYCn!(_+jbKM@>sCPD|6E3KF;Gk37b^3-l$ z6CPr2YiZ`FSpC61kvT;eAi=s@>({#7)n%WoM;&nqVKwkXD5jrV#y&I5jN+Wi_7txo zJ^XzyITkZ9#t z-pKRvya5(yKj4CSv-KQa12_YRg9^4bEP%g2o3%p@8n*z_tP1irK4Q&ZHMvo>W#*dDNmjaOh%O8fn_v)M~tHZk#! zGzKgW&1rz~g za=@=xv*!>lc1Z+L2B}s$NU(eZZmSFTJaK0-HG?$w6DY2L0R5XrgI+x!C@!D*mgDW0 z8?#IY^l??Kwgc242ci}{5z#x;mciC=Ab z0Yd_D)^(>OLD+@CA~M{qxL~~kiwQgO;z}cbC>@wUH}TBi0fZJdcsQ-O!w z#rwu4x(tgn>$=tPgNpC9g*B0mpaSdTc|~f2YeIyu>iA%S?T#E3HCl_QS-=%<|6}Q0 zy)>x6j_*>lT8j;>ONMkgjQi6=l_H*d0^g0|U1LzepXXXeod`)ObfhupYKKkUAH`S6 ze?~axb(`|RLp_-hTnaN=0l7%V!dV9Y0P=5`kRiX-K8!bss%?1#;kICkyWgUYYmFdk z4ji0mhz;W1Do7Q#g7a7PTL11;`ntP%4uKzMHT<(0Mpj%7&4j-tB>kC>l@41y3Af?rqS`-}O|4jya*Kop;ipaWbTLBGH$^c-;WaYT<9m zSph4kL)X;-p|jG*C##*xaXD~nLu3(|y^OaHr7aQ3)zVwvqIP%>A~?SMJqW)i1_brQ z2RWkd!bn%ffAN=d$ZL-O%M&a>RuODzMNsLuT-cOwC8MjqW_i~EZi^4L{$#!XH!`%# zf5zIlH(Y~HZgq_;anS8ZX8gOkt%EhLlQPOj&5R`bd;U(NfvzMbI*I6HQ z32M{4-?=$5KT+u0FgF4R(0$YY?y(dj?TMzhzo8_KRW+tM0BgS5`VU}@zQG@i`lh`q zOb$62urXUQS1|r0hfH04`!=epDh8#SSb37V*jsX&63?jF?f;$kQPCN1BA{hklrBoR z`_Ogu2SgLJ(d~Fph;bUbe~~M_P&ZPM;*Cm!+JTBdu;*^feV=FWONnixCZKlZ{cmCN z!{P*MQiYN`q^>+y?p^;SO_1=F9b!HB&ffuPDm%kc_+|GvKjiEDYZpIZ1D|+^kjUKX zkhBOytnFK4CrmhRxpd{3`-|CX*%P*5X;B(^$$-~dMy3r|~fVzEjpu0xT^iOm;npLzi-1 z<*ay_>R74>75P)ORQ0+%w;a)9qEK+Nk2UhlmdUTT7H>-Hto{M^G6faE-u*NF_GP+| z<3amVYGjAzyC-Lsy<$_@^aS4rK$06H_SO4W`-_Wsj(%-6+LD-sxvFO`Hn@1);FXZY z5FU&CqCH|it@7w@{Mxrq3lDt+K3hW^wthx=7SUJr8&JeHO?W!0*e4X}sTn3>b58bE zf0L^b#;Ck&Pdn3Fve&*Iefo6NXdskcEw6nfks;WJDy!mx$hD_gBY_fCp_k`dF*-5P zRrb_))Kb%D^jr0T)8?QdD@!%6!%jgHr+RVoDb;r8af6h;eEWT=0505cS&+}y87|k3 z_WYX29w$YX+7qSs_qE2S>}R)fn&Me@ccVIlfkaHZP6M8I-b5oX_fPY9)1~XWS{k1H zURP=@aOGh17Y&OvUSz++zlnR!Ax2QQn;VG`8KXyk0&{==E5nEp?hq*CT}qRt)DX7h zP{V*A(kT7bI1fq%mx-Rdq%nbdGz5ZC-Tkr><$8mK|t%4*ZM*yIH**l-b2&=YIe>Zm8l2^ za1n-fBX?1HnIQiFAG>i2S00^8v|LlZAX|lG{G%1NQU%T6SUqPk5h(r@*BuCu-sXs} z$S?;bq!}})HMJ%vG1CMa_Zv7y7iU@A4bazG9c=ctsws9kH=G+0Kvau-6!!Ck3FbYH z96t{!bGLFs^Wl4NFT|J_@H!U7gky*e(KET&9jy)KbByrAZd%8AT-a|hu5VpsG>L!4 z$KrJZ5>v6FL>aw30Y2Y!^I4b9lxPWs@7lc@tDNeTwa-;K&iNy^ZFmxtpuRitZ7c$z6A~V|S+zHuBcPHxll*oOX zDCfy`8^2u0-!~HcH0dU95e%3W!>!vtJ!s3Lr<-E>_%OGt?asiQT@tiFquu-_mu2U0qQ0vT$KGlk*k? z2F(f%HD@qmQ~u(0BhEY24hyi*_1wkPIn7WBtlYe247(HEwU5=owE~W_QJYU4(nERk zTE2GK@4i#5*H(cQzV+ZWC_gG9{{?lWEXzIm!VUX+4OwunSe(tn45%7;gX6rLz*2d5 zrOa24X8yJ+WPFn2agpH{Auou>SmB-4-vxWIpLFkA#s+Q}wvDqMMUUxT#bvrZ z9I*0I)72AyjMo*5SQbVvencs+kp~VrwJjx(2>t<(V_mp!0Wilf9VAV<)~ zSQCzJw-Q9SGy+(WR4yHY}<#+RaqXnFL`=Z!}*7yL|Bm*Ismt?Tiu-D_C{? z+5aE`_&DPmWRf7&8m83}tHBUPbmTtH3!7*CT7;Q%bgd_ZJ)r1tk(*uP?n;GL6rv>U z&nBR~TqtIg4Yrq}>-xxU`px}2T?22hv=h#w2@mjda z8cypZ0|Ukiofxm{Q+ucbNLi4%vTOEdkd4t#lMR>#tO9xlcm*tziEMv|hal8F#oXux zA@#H^^sdz0RoL4FWc_aKlD}w?fyEBtaXLJ-2CmkYI-?bx;U4AphsNS59Hmg7MVW9H zuqz1(eX=}%C#AV+?qT^_Kk`M+>98aHHn;xQRro;3dh1#jyL~z~1T?B5MHi#$ z%;p+M*xF*Yeiz=DO+---C1qORMtp*hbKHw(m$Ncj-Rb$$K=5*SYsjffJX*1jTNI08 zJ9bnFjo)I0#A-@snJd<8*$OJdaf;ZfkbK-?(*;1JgN4pJSIRT6!?5JoZI9bq+3@_? zvN_{cX?jFYiuyU48Y)GJRT>c%jZx>UV~)P;(zCBw@w8{bG)IBaDxGPh@G(t^u#pJC zYoIv;`OpPX)8M5rr-jFqLJpq5H7~pk0pTBD#pnXuHk$E~@L{OUcd3>xp;#|JzSER7 zxFVPeftq!1_S23sf+3Dl?Z4;wMOB7Q94ucU(DWHNOX0+VKGPy#T@QMw*q0r`fXBI? z`0G=`NHa4eyO-g$Jw`Bv{o=k^BV$8)<~TrzU}HXxApE zNg<~>>MO){$v5NC`SyfmTvI$oECo=jr`OPWc)7oMsP!JuQcUn>S~+G_Mo^^r7`4L8^wSUd<-w zWdOjw>~t#XeHkIB2d;$xqK2HQeh~~0nRL}cMQOrOQI!or^U%bA6vopl#v!d8yxY>A zZdP_`F98%3FDr?ZWGB>;oTAxI*coK)&{S9g}En!nMgv>6+ zC0B#ciL?IN7MTs*C)VTRj)C_v;jbMF0k&KbK@MTZzmp`O-)6@`!}=pfrQPGMdO7S< zA<<)ai{CIm^QuqZg%afoHo&<>Qy<ajtB0WsvsAi z)a@XwNA(}x`LC5p_*!}wwUm%5z`&p8Il{DSq2xgajvrdb-PPgQc=Ia)@l%wD5!Vf3Cc|#RnmbR=q~>8jog}y$HkYI<58CcZ zMBaK9WEY?Dk37~DOFGrk_|zPFo4AIjYnVnEoE#(U7I7U1W41UFpEhi4>6f?L;F&#^>~wE2gncUXUaP8O9xc>fRwrP%Xv?1Mf?GvyadLn0QI7a&t*SI(ns?> z(e7$;V@9DtK+>UeAFe4aIhk}1o(Rt_-k5G7=7)h^Nwvr*_vQOjzOfz$Ju#v#BE|E` z4$s`@sEY(e&kSJ#m%daNMkfbk2zH-$hdy-%=K2m|bi_$uw||;60eVo~ z)zLs~i+zo_B4Q@)p-|i3zbc7{+g})m^GjVf*?aypv@KI>bvP5=O^@Qfa&Zs8+37ga z&y=Xe;hUS8BZD~I%dN673q}uq+Q<;9mPR0WARNP;tZ8D~LcTWP2sIW9S`5N}p8<21 zwQ)=1;j0PS73KHwI6nrZA1rN1;oiv)!%>NRq53%Y>6PVMEJXSdr;tNjt(i}NKfZWX zi#8>=AU@P)s=m*?PcBpG^mk(8smz2-?UJ_0>_;q|sTP*mj^PVGk2j(- zS&R6`?dD44OJAm-$c7rHSt^M=)Fuvo2KpJbIlD4RK&#%heY5UsF&8_kU80*xIP|Wd z&Hve+pl>Dy>t4W^QIhwE|BMDN`z7*~hb8f#4(e>tC+J8^K;t(}5qVa^jx=Bo^$;^j zYykJn`|P}G#XC`1>fga^d4#Os1e=5vEeJ`$Zau_Wy(dDH|l8Lzw zQ6FADVtC^!+z*fCrM()a%1VDLmtCBI#DR8B0vIDm#JGPMhF!7q=s?OCjxdKJAC+6a zgaeN=!ltEeoH3z`rLq$gqU9wf;M8O_Y764jt;Oi{7#=aT5$I$f*lPQkba4?tr2!SJMlkDIu>5@ivoi0XG(p&htdz+$ z42gskSt*^peC8hJS!GhL;X4@>&Y@z-XTPF7 z`m;afl&E|2YM2_SOE^&+>WFfLV;5q;e*l+d5w>e_^Xq0<$6aqO)@WM+70~u#Od@1H z2Zf!CId+tO27{2dqB}3~z2_4tK5hQs^Z+<9rg;}0;`TcH(tFcn``BopTyJqD#pEL7 zQ#Yl&Rs4=D=lv=Uu`-T)M}laRMCE#8yc#|>FpQ5Vm?IXs46X4U9`vaNQJ-Q$68kq> zV;L-2s;Of;#wMr2U#$8HZ#D}R!NG&UG4FH``{Al-r|iB&t7IzzdAN|8}87`PjO!&f`pc_Cm!m? z@1{u%jI0TyZ1H`CCpex^r*I|UGUV0#CiED)tWR$)d%X8&%=ZeT{sHQb;%tcIqRlqR z(mutpk?OR z&wQtWf%X}Y^jD_uU;_fHF+m>)r>OY^qHW)J(0WA|MB3dTLKW_uZwm7Tdu{{uKF_H_z=KU@-I(y|Ap5o;Q0J2$4hZg&*U z=p4~OR1chiF9xLSf6Ii~&h_%Q@jjviiE>Nw>+72q&>BB$&yY0Fhn)^dJ8IR{K5AYP zk+#qD+M@n^=YZ>);A9^tAMJq4Vh95`W;sOhQ7uvSBx>F|BpJ(;+hcESGdBlWzcF)Q2FGCMp!g#7W1mf!1VY-{Ib$Id}~OP<-U|2 zrl$z26CrDoacF1Wb8qL~J6+x-h8yEo_p-g28Ak_U&Y$eUvMU67xIGbUiF`t+i#L`L-1 z!bBYUNFYIcOf{>IGD#C$mED#5_XI#|x|>7bBW##dP^ypnNZTjNveVB>aq;c}dS9;1 zGN&ac@i@N8%m8m51do~wh^-@|urZN6G=Clx+~`+z6|BK(YTl|>sq50qIW#vlD!iNr zEWKK7Fa(Vk(1OY5BgpKRNM@Sve4F%rGXWS!8u=RohGXQ`1=50T??}>XkG)j6lAXSo z=C>B9KS|crxo!`W-0xuxun=MRMgrx)bdN^LpKb8TKGk`CQo5IEZVOaai}K`do!2u- zk1gOF8BXMA%HI;zgkiw3KKTcL(Dn^&#Z!$6Q$XSmP!8jcSAzG6@qWcNNUFiRC&>-a z0Z>l}XYE+mx0!`8Mpcj3vK8t!7a99xyw7?*&Y{CAAYxhyW+u>5SR zDdBBQ3%H=-@vqVK%fY>-kK8(4`jf96KjMmf=pcxM)m}y&lD^l2AiBy`h;ebNt9#0$ z>|C|IqlEY6w|I(zMQYMHfJAOYIgqAi-Ks5ba6h1rwU-C|fWS!`B{3*{AV3LBHst%Q z7X~c3>Cswc`*<-GsN`{%g6rBSgO;D~eeHmX)-e(kNGL-TcU*yYef{h$fBvZNNA~NL zE@J45xSX!8yLW5mU!~mP9f3u`uX|HBv7fKY7EU)UV|xmxVoV0(h?8{iT*>!ENkT!; zy*7VC-kJ4%y7tSuDh%1BZ$Kp4Dk-acG0AvW5$F9DP%YjGA=c0x-~RzNB@W6*iG-X7 zUYzqy_j$|OTMI|;w+v`{X8I;cOxqBiQuwWH5sF#Z68x1zjhnPXg|Q&C2aijGb;8Ag zfX@vpv|9oaR8cyiqvPrsV_=gIWx~3~()6XtJHKT%Z%sRSH15?2W0{tM+6&Lp#fw{l z>6?q^BV-8AjC`I|see_6zSG6;h0BK~>&W+&e}E>kD=0Af0e1^1A6qt6?{mv?jjg%E z$rX1}{!d;VS=muSS)Ey^6Dr=ir9KQBuU#ZzLLbKcwg`;P8FNST;!Q&o*4qtCXwf=y zlWFv9@@Jg_z;Z?D&=cJv%v~5~{^7{ADd063n@S11z}tU; z(u?3*Rp;oN;8)=tNT?I=>;9RxihZskn^O*v3Fu0iGdYBa%Ba89%LE+0A-IH@UCoVF zlV);RUDK1&+0|1Wuu6v#IjB_=Tk`v)s;ketEOYgwjIZrM_eX3A`*eo=CJ8PLb~Yd=dMPzl8F z^`E-Wy51PUX@6O^y$O`@ILHyS*Sw9&{~4gT+$~vD($=~l<+WpkC4u#W`s?&H@)amF z?MBPf9v@49M1XCJy(+MzLEOzSE)s?U9~eg9bjs*H@=;4L4E}xekjm6_F6aEYzqS>; zsb9P8L6b#@T0OnX3QHM2@XND3e8_>K)oe+Lg34cE|HF3~s=vCuA zA2XCq`l-^k)6eITS@?a{-MvgY>FloY#>5JUl70>X0MB#r_oO&qnRTg^pQ#+xI?Uk*3Ysb#JG85{=&F zaY+@~oh_)7qI>jBb%}7bgdHSihu*=4>L>UE>5OgobXD`MHc~le0;ULVbtq{!p*%GD zk0Ph{zS58fN!3?YTx+evDNi}d=)p4JtMh_8~43+Q{&DZ!z5brY(Y*tz?>Z zvM(%n%9PBLlT}TwYSaB_eS`1BZJi4=DYIAC`cqiGHBD%xZqt|9QcPxP9IOHZqLaui z{scgAeU5}k1iFf`0Lpop*msK4N6a%Gjv?-n)NTCy22PL8B=f=T|e(A$>K z3wCcW1YX+rsY-9!Ppn;GO9z)4n0?^E5L@5*OMO-hxx{G#RInn`f7-^^7x81qU^r`A zoGJ|08;$QU{9LHgnKYY;>9E_24L(T@k^EDS_}}f5W0-{W3vs;ygZv-vVPK;s$C?Xo zb7>}6Ho+i=x};R@{bsBn6R3Vr(fC2Tq2B-}iocI(zHxwqwasl&m=EBIV1VR8O&R;U zLIv}3V<_W4KqcK#z+MAF7~flhfR=Q%u~x4RGjYuBi7z2*kF*a}3NPSk#$hKKW+i*^ z96O)?@j39sgbI2SWu{ACbVQqoFXrYTlNQ&dyur}L>TlqMVX2|b1nRbHNU}(M@m9iVt z$yAkNYi4_l)=t|f4RR|f5Z|fD=cZEWxoqU(1~_~d>Z7g?M@q~_wGJgK7D0sN(vtwT zaO_WwBc?^Y%?{N))8vN3oeWu`Ue)#hv*HcF=85b!S$~N0nBy2WX(T*!%mwlBX(q7e zRV09QvD!njC+CZb0^0BE87vtpbfzC5ro-1;csIs_U0A!pp%FQ^$?JIcR_%E9iTf~) zgyLTQoR`coGNQ7Ny#B62;ZU5^Xq{UP)A7V4LG%p)?jiSqw%rvK46#*f(a-Yf89TZO zi$J6*h|!wF?d$sHZ$sG%he1S^6Nd8;7S@R;QN&>jYbL}KzWcA3K2E>iS$%?LQOv?l zc`X!ACot~OK%-Do#MnU3!+S&Ta6wIXF#Ighy~k&sW*$u4?>v#BNnyEn!d}n0e4DIF z+rZBg3ua;e00$QDG;QrDj*gB@s+}qQWSn7$V&f+Q-q`o3Sd5D)z!W~sh5Z7-TltR@ z!qz9eLG4&4ZPYk7<1ksK?k{HUTR&>=r%52@44y5p;c9eT_YVZ>CVvqX4Y%)`)aW2Vvlq?NaNr4i+OaBSkpiG&cyG{ZA z!ew>s$YsW>`Ff)ik$z!XVN&33ceNW76aUE)f2E_+aK{dh;CHR&<^@4xmYzUB;nxO9 zAPn#+@j5wliQHfFlh)+UKY(`XuvZstTRvMmmKS*3{Ee=H_hPjNA2gb2Ugfy_=P$nw z3%O{D6z|STxI-{`DLHPaD||dna<&*^!OJ(NB>L{zR0Ro_xQ#0C6w*8R zvM0{|ssY-9flXjY(T=98&Jph< z3WeC>3+7ROx2>VFNQ=0ANA0h6H*N-!Y**Fo>TC?lVi~p04d|FPBb5BnvI(z zgyZo5VnPM>oO#bgjmgXe)}{uqVnQ{(Du2y3eybFp4>mQ_S34(9Rg z1S9@Zz3HX8ke`NVBRcw=V%6(=?DYm|d>`qoJF-|thaIYR?mKSGIXKq-lO+3}@!I@j zw6t;MQdFtw(36yN6w z8m1%<5qvU{lt#h`T~C}}VoEM|OgV8QWl(6%`;vs7u8rEeJi`?9>TeOY4y$GNmdO?O zv?%=eH%*YI+$I>F94r)hwsZUbT=blxd8#J)#{YPsT_dOrf(Pr{z8G#9tj|Jp#GIL~ zMSjyU_#lvQ?3VI8QhZnXz8}DPt{#ITe5#P#GAm#We8u7@)O)cXDEt&a0@n%Y9QxK~ z#dx2Vh(LHc=?hawm7FO5_DV!sHF>gQT5+!upSUbbVV?J**C>*p%zis}NVo4}5E zw%GTRFZpdXG7d|&|J-g`>ySt3PrWn(T=3@>r)=_*axNCxr8El{-2O4%DopYI$Sq~r z**(`Qbp}Sy8J3`-2ILlTgQ640i-kBMZ2f0D)zsDm{pHhFKLRq=L)94* zkLf2c5JJ_Tc@Hr}klo5;I6J!1YL=rXuX&I2l2b>%Q4Q>Y)u`!!aR$@15tOtbvUphv zsSf6td&?oO@k@Se0_7^F*EpQqWc{dA&_6)8C^&8i629LDcd>)f*9gAOHFquLsxEX;lxAJ<^_O+r zYCp@lBdbi#lfJh32upV>Jacn6phFPdeO+th=CY#;BK)y`3yDQh-aOaxqfEFXLY$1oc6k z^)lTmZ+zvHj++G!5?N8wG4P(Uit_#gT&x`sZ0|2jpUa@*BEGRq==RplP5mDLw?Ih0 z$o_}R@~2-drz}LA<)oK3>$39mDf~S60is{&LtXfj_v4Ne~0`D;k{ldJRfJL>7GVB`E9LHL!dd^#xi^4=DthtAI3k6T378Ro-%%rZ8+Rtq? zN2!6w(8WSZlq}-hTYKGauJ$qhH~7QF`ZvP8YgzD$StCKCPclz&7$7pCzzfivXAEl_ z{s@oaJsaa!!e0>hOT}#GP||f)-*>|Ku}(JwkiU2k!=BaH{9@67_$%U5azB}>2uND6Qf*NZ&SA~8ac>7<}-Y+e6C{c+A%-SMvmpJ>p_UD6F3_S(ISeBNm zP_yg3zs%&s*RTD*hmG`cmDk*T7yC-v+Ua)iThD7J*{zS4X>ieQG8JYUlwbfd03`EV z7l9v7@s#jt-b~OvtPLC6leM|X0f5gZgV1$3>0XQbPWZ+>G7T5P+P$5_Hn$wn=`6Ag zq`+@vZO4z3oZt)t>t8H<7x=V1Gx2N0UK{bBh*Ar?*6FMfuSjzO{T~dy+eLDJ_C&h0DYySWY{w8>*_J#2O0Ei-z13Yor zMPmad_`r==mIDBG3=dFqgI{uKpB1#<4ESq9@jkZ%*7|MLzm_fFvXWyPNfMCfXbi`8 z7a*wX*CxDw_LKMt<0wC84SP=0Azf$08luNF{K6uO$!O@jTE5=;A z+ucejYqDGF&islsvb;rFaEr8(mwj86*Q@Nl^XmTqf_^8w@$Q+a>YARJYPv+$v3-IS zh;{O0y-F0y!A)FPKSy78d zGqeGS%LO2CE1LL)@lR0rXZun31K^FK+Uaq4p5+d;9n3NBhTrbOVjf`-yX+0n4#vK> z@K3?d3LSLa>sm_81)4!`VRIoC(Jx2LV=Bdg$0dj-lSVFb%Bez5(Tzy+B@~s?ZEI^^ zRo4B>!uw3(q~N6F>AOB=-JP$c@86}50P*+1j}iPr7T*j$9_e=XkNu-=b-T%2t)7=_ z6v|m9l^Ined`1;x48UOR?mc71U$gg#b*~4_4Tp$r;k=&B*2?Bv1d(E%P01Mj;{wZ! z;f{C*oRMCMs(7j!e~f+;_!pvRF)g00Wp#CbHN1%%TUx-Xs~W=_DL!MB8^5{_axv|? zKY~_!+jqHz*xNERatm1lK_dL3HTg(jx!ghdMg~K0E6ko@h?1nDte3pH-tOA}0N^`z z^){=6!eJFhQdg7G+ilzL-1BeP)Aml&J_Ps^!+svJ^JkYxwVLkoS#8-Sn&N2rb_&EM zS==ON=1>SeribmT;THI{6|d~`rrg149<^d`^%t7P2m5R=+(aSMkjo$h+{#Crvn-LO z>|l~Ujn&aU-(S4>O4O9&?Bk?%x0i3Y zp=vYo0KUpO47$0Hc7m%{h< z)7!yl*6ISnuCOowqWq|>lE)w&!*(#laoV_((&e?Sk3R9LN_<_bNpEk+^f_vZ-UUARv(jGm7B;G27n3uh_cU z+!Aa~n;&5tt)RzGuooWs4*d*z-$dkzS@AqJ-0Z zjA}v2Sn^FvMrbTG9W(7;Wq7Y_W`^aH_pwJb0uvc z>$}OC(g>g}G;KR55rD&Uvm6k-HVF-mxZ=9aLs8Q_Kcc_er-$s2KpI2@AyriaZzl_% zk#J7#mGYPE3*x_s-y8lWcq`z)!rSQ^&A44-#aGb=`#zs&93&!R6M?n%$QC>T=iNXR{FnAEQ%ipeeQ?aVgtM)9j$tD)F~%Opgg1&ebrZg*i=aBJChPlnd|Wvl5n z$k!|87q+{;MVe+o$|RY{EgQ;yW?`R^Ks#%U@ehFPzSS&*AZDM|Y!_HSrI`F^vnt zH}<-GC6QN9m=iEg3BXVQX2=_Q{_TAMuQt@a4axBPz!ut8nQ<()GU}GXDWz;P-Ad|$ zRxOYeWRef()Su9Ds$R|sz0ZivD!PrOu)Y-VpwS|l*sau2urhx0DisJDOW+;20ORI4 zz&XWp-xjWHZEYpCx>U1}C-;JHa7%uH36AAPXcY~?{X+@Nuq@@Zz3_e{)5E(jUrv7c_3 zsjXy{nLPbn@M)I=ro1ZuioC`Y~xwM2$Z%^%6RNf{q|kO}Et3;R2KW4E#Jto{|f zxj$xT8a9O6nG5Aq1^KhIF$xGwAHycSUh7-aBlvwC%o03O8>Mw-PcL(TpeM_O`H=1y z=ljesGwDKca9W)5PUlzg0iQ*+SpLr%BO!dt7#JjSoB{|0@e0COE)|+Za*`^jRzL^c=yR3ek@rv5sXj{4eZ>9hO&+h~NiXlU*z|K`u*Oun zTqCQVK2iujbYz|fwN3D{D_;>?UuqUwbg=&br^^=Wh_G8|Ab_9(qnv_HKPrEnZLRpK zTNve6lG;OV@qD1OZ6q?T4l$hYdD>4TRt}A2ap7-_4Pyn)*fkqvmS~l>g82Y%MkkDp z+>%Xo$K$!nDLz{fd}8oG)I2w+*a%$=KfJSfISw*8Q0>5MZ6Nf(#~H5y@wM)g@c#hA z4{>o3X%#?)RZ2Ta&H%ybo-zR*_4Pl-tx7!$!S^#>BB&6!5dd}`3X#_#a5{n3zD$Hc zd9K9QVBI7{2v%%K<@+e>j<`OZtIEvf7&Fw%xu+9`@Snq98~k0?6+10yrd47#uWY?LSQWV!kgOR&#zw*I=kd5xH;ShL7g>l`Q4~vZNi$f;b>_{5kDk zZ~Qa6Yo7;b*DQCSZm6mKobk@jCN|^l zFbp^ydHgH$6}9<%Y5PEnuNv8;(U)l~B#Fq1MJ!JYzjS+?;N#bixxe729}#s=3FvZo zV&?2y!Fy~L-BHHr0mx+p@P7A3^x)U#ufVSp>h|9ptTbI-<(@A&$adZ2tfaMqJ%RBvVFl zBktoo9=Z4W)th*(Bh&Xd-?U>Ro;z2gHto6R(n+$OshfDhDj%PW9)g~lRGMa)7372+ z(g0V!2&-RaDP^00NOOapqv=;uN^7|7<98q-4TIczR65a&Y|TBJl&+7je_@Xi4Qs>D z_-|RVEU-F_(RJILtL^B+83(^XUv}zJ>0j`TTHNUuF+~1Y+URhy0sKFgW6y3yesKQB zclY*QCrb+nN=7l60RI3~bB=wu9FCo9>*e@^tax)!i%r*JW0C_|LGazAy0A;!R>Bh|Gny$mPG(;C18M`IB8`<%P^PG071EHDTtGGD`H~n=Y$s zEKh44u2W|$M+!LVIp-d=_%v#ByQBIZRNXaW;2#3`O2X6r3LD}t5$d;5$8G($Bo@-h z%B$xzYC`AN8ON=C$#0=)*K$WK+GbeOb{y6^5{vo&1{A=+mT)i<{ zf5JvJTNfv1%Mnxefa8t<1of>=TmA|q<8K@IDRghy>)=<3HBCie+x@3`Yz4KvfpBn7 z-y?!DMr-VG*lb2;3R9x*%9LBtC1kg4pC5$9VY1qlAzMynjERb5T*uF}<{yo5$0Op?qb>yUW?N$uB~#t@}~%kel` z@=eOtNv4}md#k1Qm08Ojj>F<;#>zLlX{Tnkv$KDZbK^(FFWST7pT$cN;2#ggqiI@7 z%BiVqv52B)a1uumD-ys00&&xh)raus_AEO80LA-%7ko|luXV2L7V;(JmbRAW2oR2& zuuB9O?Ssd9_qlu(HOIv5E%Ys37_2Px`2*>j3M{e{gpjI`PTo#&+akRm;HSZjcTm4)h z1o$Vy9}ev!_<7)MD&EZ7TSg1R8VIc8;AHOF1D-i2IAiZ#&8>VllF_cU*tK~D*s^%w ziDFfbJPr=t=bUG+9`)qE441(gw0Am|reeOjvA&W!$!7iW6C8k^SjY>vZ~*5SW9eQr z^GscAI*m$=!aFPIk7AxxgrkYQI3+1=`m){bsp3D6T5!_58{m1gt4lpV!E>nin@`&n z+Qj5BwS@?GT_1Xc+ z+D3kC^%%hw^pC^a8(XBF`%a2WX$D5g(~*J3E>%wG_GJ^smB&xbq_ zp_jW=itZJW#Ae{c<%+2wa&j@AxvX$`jXJrt7}SdPT*~R|rS-cz@p*fpl+~3vKWobD z_SV{2A3pxd9y7c6mGE~-_?_ZOQs#X|Sth@60+AfcBdJJ&=gUkCfKSVecdw)TJobsC z33TGO5wu84ZjmzVa3AL6o<;!l&PNsU&-@ePOCBHnpRDZe-xo=%-^JxTn^}K&ep15$ z7a;ZLKE}SF@U@yxr?T8>k~D}nO>s1Vkdgt;P-LCFWOU7IpTZPz^!C3w(UR!C=$0m>A=Y2gTP3>y z8^7^;->JU~&Ny5yGaEm*T1hYP`@fBjkKyOQj|W)%PhX5TdNRJh29k8d)x6m^Lu_4H z;z+lZRc*&}V?Dd`>QAQmH=^!X;qu-RvNO1i$pj6<IV1y|RJyZjcJc{yV->rkg%j;LOL-i!mGd23vvS896rON#-^iyK zMhQ22Y5xEK@^P4#iLU3|yKQGOTLclbai|-ijx!&Y0Lx^8F_Df(rhC>7Yd9t2=%tsC%2PAk!)mEnQu{Jirleq z1YtJ^l0v^RVyU#9r#Tgb@LO8^NQcDQbT;C9>61^snnKaY_UiH!w+)iMV2}nXpx`j% zV!aaDIjpVG?KHV(c_u~jqmf3%J5J_i04k^)oEF9a9Ezg{gOzpZJVX7hBuy;Qv5E*{ zL~Xg;%y3znK=@;k_ZJ)vZBvuAjQyg!xu4>FCi3FeX#_=NXj&l>fXt5Juz4Rb=LF{; zTJf(I!KzJRCY@nx7461EcVy}Y)=Q9w_pwB=qbyl=3PWHJNWso)=r0zqhfFKv1Ge3W zbsR<&agO~no};17eA(h%QduXS%TLndlI#MmvcO@A+HtcFJc>SES$yUkUhJ%CE!3p~Y=yGR9t#r42dJ*|!Tufbo{y+%DQmCk@kCuBvPo_8aAuep z9I$5s6^DR|qvr@g7y#0E7Q#7Vy3(~M_FTzvaWcg;QnPsyGO#UUPEhxZn2wy->b%dF*479(g?+D$zXg0Pf?W&2+7+&v zZseNh%2nIvJ1};4ZcK_8oUuH17_D0`7HanTmZ9OF7CddNSroOawF-+Fh^1OSOYi{QOi7(STc~K%{b+4AbENXgw zqpCG?4;2)okCM(SOL()K@i&O{$!~6N ze2I|BE4X`)-J@Wm6P=)gh6J`VhENAJi+bZyX{{0|BV{ti9gv)DDg%6=Z^6b`9x;l^ z)$Zk6vYvYuc*2+@H`goWyh)rg63j;=4i4_arvQ7A zT(5|Wll0NhV-m$b3zhZ-50Z&hS?l~1C(BzFbqf}9OoGr$4pTxGn&WG9wL*;wp$5M z60&8R-xxRtgZOl;u#UxGVT>qHS8)Ij=sMQlk1Xf3)*3d9D#ZusCRLcRhV6x*Ux%WM&-bGv7F`Ffg^MSjzw9wpUZcZ7>%qz1orK~=dLP>#%7saBHOcQZseTx{{ZWIR)WT==5r24 z?34$VIpd!FYjY%y-{97`=f`m9K1w`cm4J|L+SyF^C)i`xn))Z=#M*a;{2Otm+1ZGG z&37w7IxZ%xe)Wzr1F~cBmv{ zsm*(L?PYzZTCJ{$G@EZ?V%u8Oe4jIt%YX-#bAj^iM_4(&)!L9A_t-{MZF}$8Kxq zjT2hbbQ|$?q|Yoe5y6g3I6{3fj9_=KNd2F+>GZ#e8h!e)3+4dFanDc)80de`YN%9l zaZjMRcRttgcZX-wCOYMup?vj?*q%2!fb^Vh;I$qbo+q=PVoLEW(glwppJ)nW z1b_}f$UJm4;#v~3>Zra@P_2UdSwnoskTHyU9C41ESCg39Q@TA|1>*zRZS_U7(m+_F zU?Uj>kO)#|-Ixa2ckS(|oqewCG`tyzl)1IUXn^3=+4Kg^>Bs%1b{NG*&<5V=& z^RtLlvW$!Y&*(Vg>t7v>R%h5?+i^Q@1!`wcnRPb>k{_4_Op}B24CAIfM@sv@_HNc@ z)%*!(tP3wOOaQcEVC)wkD-U1~{{X1h=a!v&EM$c^W(2z~MhB??j^p~*)8DaI#eGR9 zi^0cNc;i6sO~%Ju5sjG~fx8`gX1w^zl=Llg%75Upo;%Ss2&{A%CJB9RUA(r+5IGzJ z!3Q|{n)oN+1*NvB@j~{tD0HAMJ0A7q-#Q<_IHJg;^JH zT#)DpJg7PK&UiKBU$Zxbh0laFe-T?C^Y`qEKr+B6=uf435R#>Ul;2$sF1_kwV-?Wp zu52y*L#;fh-ehseNKkSQJ-F}aeJhUm_h59t4k(I3pvn{>;DP@D*RM&^w5z`l%Lc18 zykTyfE!->)*Uv{&*zwJ9U$r&&lWnKiMdisG-2u1(k_SP?f61>u2UXO@!YgBJT_p@G zo80pSwJD{=6Tyc;mVLj%dlBEiHF6C#B)5uhJPqgNVBdGzx*dDNiDzLF+eNuu2I%ku zuOF>aveMo=aShC5tDKB>KTgKGrHWIJGJQ@6;iU;#qc2mmxLus%7|8>S)!ADXu(U)g zkMqT9U3g;stVHuhS|P$qjN^`mvTUN3ZCxyw<7eD%#je#eKCKmTlj!W3F-Pn*CAw zSB2H(Lx^OeugwO(6#oE2=c|tv#d|0AUWtj@A3VeTT8_Vax%yKy%@NJ|-CW%>!oPae zMilhPKBAkb{gX$tS@fGJE($LZTSPDvbL=`-m-ut`weU~G4~X}l2edn>taaN}K71Fk zY-PuB{o`MV;po(wm$Fw;)%h;x@7S8U$J%MlqVs)`lm7q(G`5>j{hRKrye^?*N#grd zYM^E?MtbDqk-+5F2jPzrcyHl{!Oa6w@j;JI({3$dj9i%ZEI_C^Daps7BEEv~_rNU> zMLqY8{8xLgJIG{pyL=*p&d`I5eQU@60Bes5cwznx__EVjxrQrvH1__{VeelTf59VR ziqqmhh^}1$k*y+)5a*n+IP}5yuhbs_cz%6a@*P4AI7sODNY!~zPhOlKb61~IhFg!7 z8g1GsYWv#ec@$nhEsc7+$-O>yvBvx=_!;5f18a9$g4@dXw%K}k)0mn|Ft?C~S{9$K#{{RUa=+@KQHJE{Hva<%lOC`6K*^cO=ZORzq=Fh*sPHW+Dc&OB!+q*uu3raNMXsaX6_1zCv zhs0XNw080vICSXzi>YzToaI-ZpUS>u{fG2hZGXU?HElxl$1Gkbzlq)_1>*|6@r|Q7 zJ$-vu+deXu&N~~MWn?=o&F%OfBP?dV7BnT?IZCU;ho;D@ulXsHO;JI zLKp8cxd;H?fzC75x^S_ni_7smpJ7H{B<%kHKfvU#QW$*7f|K~1m(8o6qF(~MF9wtF zyG!v`i7iu9x)w<+QAM>;j!wlG`B;&RQa3m80u=)Fur*wF@_q zOED-svB7)|8$;0?QC??0PQ;l4_5GKj5QZvk&&fKMwpQd$0JnTm(ZMuZA=!u0uH>F%2OK zpyYzYg#c$g>qGXB{hR!4@&5qD4R7&F;?R%6ODGd~W5TdFy1WY6Snh6|kQZxbiPy5ZL+wxsHpEH7`n$fEoba`phU(C6r{Ss>4uKtIM$Kd|}+K0kFw0DiZ zG<+J+G=$YYAx9OAV*cni_64}w#^Oa8StQD?6l7;S99QTk>}#rc#@abFKNo7E=3ngS zCH~Qh7C|(MpiEr|D20k=JZC&(t$4?WEVOwq?x(Y`7aml;TLz2D2%{`ExdS60{KSLP ziu51Z>&4ophw&2j&UQ)cqmneUGr{D9jIbm#ZYn?|jD6)%oB&06c&tr)#u0ObQ;JII zYSKw1e>Ls@q;g7(93Hiu@bx@Pd8})CZnp`7TWk4N8_Q^8f-@Y45$)QiySe<0B0-_P$`9xi(s7Kp1guT6JBlNU2b^%Z*Lq?+&z$qW`=lE z$r4D?ebT^|ZQTNe+B%l`MtwT@e#4|VjRqDI%fCPut1|J&UX|o}rMLFSk6I}rK{8sq z7huvlsbVr%e5^Q8fs7OBOBU>sL}1nAp2 zM#jQLf=Twv5KCz)(&xi&c5u&FIIK zSm8Wpe)>(k+JoI&tR7ZMyqn^PENz~ONgILPoPQ2Fit^oC$BV4#H-;OqO!jw%7#`Wn zLc%#%p+Kr-J6WA zulXF|YFxh2McZF?DZo5nt>ZJC%(N^_5oC6NMuvLoV&v&&s(c2EG3P_Ia|j zpGB4JV8Mkv#*fP}6fB@+ivz!VWr4}#9<}p_!`)7Cquav+M}X_{O*p_-0E`9%s|fm& z!6f6pefRc$@jZuw{4uKAYMOvAaz)fq7{VD@ls)}VI<@&UJeT(N z@KRapnpci|2P7xNRuil?w)05w!EL2kkzPp<4`w=v`xwumyO`x_>M$`&N1ZTB-ABucOd^I-HKF03RMk8g7 z-3f4hUzZ2DLd~242SZ*(@s`5sNFuvBRPnFb+hq6Fdq{D$u*I0DExJAH-9qD&f%N%y z8`!ju12V*WWpm3dZRNbxUe3jp-*Xj##z+JQ1@NjEWTP=GPW<5f*{*`d*y%Uo1->yw z6|Q6`Ren=3Qh3hOg~mn|RdJfp@Rx)1_;l32xwBap9%8J6Xb_<;2haYk2r9rXNeVK0 z3cIf87O;~!vX{)c%xvd+wZv?2cMfy+WMwAGNQv0D!iLs zeZ-KV-GD3t4kxIG#;k zi1Yn-!*?^@`7^*wjT1)E5Jr2U5^IepdmTjl>ot1sj_M4glkJ;&D-HT0O0$lT8Cj6p@uCLLvba za7jG@8*m34G4IW6pmVl-Tl+%zb{z{_w`iAY-AM8?1v!w6D-hW`hVF!O$0oQt2niX= z{L%n}2QG2j-!U7n=vwApkd1@Sp`SY6d^uZ{J;lh zEr34mdz!u{6C{38l+0i_W1Jqx@#|FnSW!`xU86Vy&<}2Xb5q#N(oN-+I0{BNIRlW! zx(woaN9@tBuZ6xKuC9T;R1BayDKC&0rgseSjAM{Vz^;e(it$2g9}(uYfhLYSaH|*E zAqy%K^PSinpO~p^^S6$*$$TJ%&x#?qw|Jv=lQH>{A_c$)B)0@~Tz|Bqy<7Nz)7^NM zS>_^0@`)LCE%FS61Cqc1Gs&vEbnFc-VcrbT?tE3LeTpz!$+l@7v64cbFc|PNfPJ~H z`{4$QcW>i+M)HdvHBP{T0Q%q`QO9mYU;UeW1#7HolFc&bbVN#gfXYrr2>|472Me8` z=O(V{+C+K}kG{*f!b5apE45UB7!8MjF^)11T-LCUDpF#4-5*xj>eo8Y!^j%M?fX8Y z$nvx2DUu6ex*Qx6TN)3AwYYRG@Wi0Hfgct01aBr;3S9b9%Z%0 zBvru64WN<=@tkKQ^)=}p7Sk;v@Y79xgngBSP31-#JAn(F5<%UQyW85mCmCrbaz;^U z#PE+2Tg~Dx0Zi69RjijHHNw z7D1dbPEI))+t`d|y}RQ!hX;lHVAocczGQPsE?OwV;L5zQ8-ZQBN#u_GMk}82E{kj8 zSdO=7fh3F*u_4{$xNMan4{%2#o_#CM#Z6X+nms%J9q0=9>HGG z0?Ia$r5ZAFI{d?)p4IX=wz;)FrwX4gg6WAi7jtd}JE+}`eqefZ=kTuU;8v%ocq_&0 zsLV>n$isWaet(qrPNSxNxvpB;(G_7vk;5nj$snOQ>T%Qh{wBRY#GV__^e+Ku_m)BVf%FAo&)bCc+9 z3++F}ehjwO;zI$u8%S<#Il3F(Wu5k?USfD$>HxsaiYV zm3;5|Bhal$Vk*L$+Sh+87(P7Eq0;XKh0^cXpdnHN5$Wyzaa_!j!>HaRy`AHO7s`Cm zhEwnAE2Q|!^4r{`M(2EJm`QVz!x_ON^fkumcXLCnK`i{F(SUf!B!8Z@(S(ephf{3j z#7RcKDm@lG66WW^jF*rVZJF}`7;*3Pt`1u>qUr|nD1i#tDn>!|A4>NR0cm#H$A=$H zn2<=F42kzyF?Ij6@M1ba|1yD&)r)Tp44 zHg=`hrMT{DRSH-h)UJnSG$6+bPFTkWAEihXFvUF(FBqnpL1Hyk$pm^-s+i|Ap;V0j z07{w_3^C6Fj$x?WVx~_@ctg;y=4wEJTZ($9ZhtCV#quH)jAIxX$>=G|8RTP()at2@ zQ@t{0@}p-QVA0H1AzJG88#N{Iz^->(_>*O%le$G*b?2pKd_(bi>Cs91z&4I~ubDnJ z{Ca~$No0G#yK~j6dU1yGIjYo@SGs*7{{SAesO1XRDlmEGv^4LH+C9^4S&-+{*XDkw z`()V-LR1>C!m%HIyFZ1$wC%r$u2o>vGD-gZbbBf?kGgO?ZD_qw`Z=X|{{Tr|YC}$D3*c+>b8M~2&MTg+B?Nb2@eZldv;>@m#UP1u z$f?u=$@S?@+JK*wepSiLdKN1(s5smDQs94gx1~i+;7G`%8gWh-r`+~aT<$C?Fxi6kR_E#!h(u7oj0 zH?2H z06E46YxP&*)|c^r-9}539AxbhY-8oA$UPKwuJ`Od74VIrFxkOrWf}QZ5mGX^AHsu<+;^|f6&TT} z%{9#0YRze?-@l_)KE^ehjiT+Y>GtSwel5ND*W!&<=6Jkg4vVDR+HC&Jva=UAPT+GR z&ioD!0auPWuOjdt>@)CVPxzg4<6EBzJ?^5;%`NTZ@<_r*IV58MvF8K|_gfDecww%N zw``2o^GoF`G)6Ijk&(NRk`Fy9my5L<+f7#5!@;d(_G`8$QJ&zFwQxS>(~?be;OC2{ zdQ@cMnzOc-UUuK+MR!7_s#K3NPU`yE`F8mk{{RO582mauAC}tQ)9upP-_Hcn-(0=K zySETRht4>_7|0<_Z}{IvPYn2KMUQNY9DAc(q!mHQC^5BhjvEJ|1E{V%{2uWg&x;qu z8gIniZ$*X})h@J+2_k|Sg1&xz>dalUoQ{5-_@(%VtLcBVcD3P+S6954YF-k8Ye`>m z^8Be^a9p32NO8FB>5_X^-`K8IonCv{b68I`e#_bN+o9e4r@?+F&_$-LJ>%KBBS~om z!LwD2lA##o7@QV7ADbtRl{J;Eu9FR~hx`lSJvz?D2-Ya$xu0w>D?S4GN>1&>ADEM! z--zV=5#VdDh(0Ty#CqM7ce)pc?+fX#d|A!rpoH#_tCbBDXhNw21&&AEuS(MGwB1w1 zaojbx*>BLQOK~BMT16Q7hZ!fJ$6OwH>#io8X-AeX&fk%i5^8lXFT9`PuZHE*;nJef zd^a7!OpGrsq>>n;w2cu;%HXLlmnrylKD?KM^b3y;>-Qcjv%C8arz5*Y*0@MXE#^k- zvMAh-S+!8MbqhP;u71nixLJKGht2toM$>5x46-ay=RGFrEjD*@5*o~_CB z$jG7Nh?f?(5@t(8b-CON%2ApM;Bqbb3yNM^vK^q1qYc?i`svdxl*~qS! z!(R}5L3g2A>WFqpG<()WQL!CcYdP4(SRW{obHQx@*gz-0y^VPXf_zbN9-}qP@)FWV z`_)$n(V&fr^PIBo=uTL&COTHs{w%T_K79z$27N#z6Ub+Bx&@6nMN_OcLhp z5=6IOvWXybxm#kFZZ`%lRZ8b2djM;t*7ZfdwOcoeW+q^froz5s_1Uz8yD>fr01EE_ z@rv_r9-Hk#5j)KU3vT{whROGWr3Up)!!ZT`l_Tce7$@$5UcLq@GSwb#FH}a?w)Z;J zdURmr5+yGXe#K;Z54uVG?bC86ZXgk>F06HL<CpZGLHJvx@7XwNA2Ker8qYlX{JdFreolJoS*ob!7vuRc57_Qpl(oDVce2FVJ zpKT%eT?~o|EZd1Y2u;cc3SgX9Ielqz_b>L+tt>W!_o|^(7Ll2o3;wT_ag}073Ngt8 zvkhI&rP;@bqN58VpIa4)t?jMt%&9Euq8OygyLoKu844H$JPnu%$~hq6YFKWkv?h3D zAw;PY#~j276d#nF7Gd`ZTwvqx4h3t?r%ED?ZfqVhgglC@NWj4=xl#$k0HA=uk$~&W zFJv--TWbBBvKXUo1`7?UIRgbTlDk3UIj^U~%b6cFiG`$8FL5GVB(i|%0|t1`*4^`9 zt9YECJ+W zrFFTajux!XH2BS@+uZ7pt)O722w3*ulInKy04F4|&u*FTTrQQTPd;R~k#M6SvOZC_ zuj&Rl$u-@0vtG9G2Z!!$1Z(DrW{{9LZLT)40f`43Wbw}(Yn$+W(9<=4w4|y@hD25? z!tPy!k&s3KJa_9{vq|bsoW@SMV%GLQX;{FIE@NSVgOYtSpO>djaa^U(+9s8qA`iMX zA#t344m;!A*JtB9Pp~^$?LWJ~S+@ega52+7=Na^_HJl_SAnnVN`$-sHGQ658B#{+2 zDO#b9X=R%`q!>}odiTX#vb9w%^2n%mkr^QT&C>(d`BNdbNTw>_?n9E>K?~D?j=WZr zy33|4CNLz7s7SYV!O7&FI%kU2vJut%5YiV^@ex@NFpYf8q+}cn@!LOl1HO5#@5g=* ziSBQ2mf%A6F*!dtUPEVT8-Y~iMgU`y1~FNmveu6_rK{Y+u?3A{C~jmJ3eG^tB^WQt z4`ZJ}jE!%NR!yULn5Dj$_UHhS7DWjpS=+f(u5p9vNg4O9sKI*+k*_)4{>PELnv214 zK3UlPm+cY8cVw#)y#e4HkM@S$rnSB(TF0XJo=e8Wa83Kj;*dI%kVqKn0NSU%4>=;a z@7V{+yVaz#^1`z*&zLeC?pzE7%Z>Q?c*6c?)xT*^1$~Q7k5^lEX(1at^Dxc^3hpDY z!!H>)>U!3(gLE#0rj=VW*#7`zjdo3Y!%L<|azu_Wh@}qFR3DTM3EB>Na&z9jQ^E0@ zy<=9=Wt6e9zA!}`ko<&@56UnAK8Giq*UewC*NR;VY4a+l*vOTkioT-9QSTcM{IQm73C6HY2F3#O^x;3%NC!gN8~vGBz|z_GQ|DTewaD! zn)^HA7sG2$6ZmjPK8m}PDR`aQNf(tM0Kgr&VBsWdgZ^MJ*RalWF0)0CCsYkN&lCmfCiw@Jq(u@Q-+{W(-qWd)-7!6+Z_vYxQy;T zj6E=Vit^7KO{~T7y3{p^kR$`kb|-ERQV1B^>N)kVpHkRu+F!_!7&c`h>J_t!VM}1m-kkZ zg?CZF;iEKc@F$sXC(ISL^#pQ1mJNG{!oLj9qG|(CyoF;k zoR&d_E!|jlJ@fRgD|628sqMxJl`dY#+YzTAWAv*rq1--B-ROo7;VY9?V@{kNEBZ0q z{%280A%`cWN|Azc7Nm)AMk+->z5Dm6Ek{A9nQZMpl}{S<13f({BNzjo-nBGf6&-qd z(?d&9(IEq$TA3qaH)FqQNRC(sT%{xsZt}1ZRtXAFdC&q8OLf@ zVQY=@`(wQ-##O=FQi#JgPDeE$iAmc=qfuy$RQ6uf^o)~&zokE5QN=nW1fC5dlu+L& zj(`tZky9M){BcfH86%$E>Q#wI;(^-4YPkL%(wv~=5GqxPNdV_G?YKSZb0X3ji}K-? zpwuGGt1^sn(-mW{NG9jH=QEhl5ZJ~%zXM?aS2b;mXEC+%extv#jZmw6)L z4mP!ZgM4m?IFt`Vn)sLYlhGF9&g|^YQ1<%PcJx|C#irzf0|e#hzu?ENIt!)zIe;B__i z*TYE9*yAK~*1k*qo*^3`80;(S--j^+WgbR;TKcR+uM_2PQC2#T2*?YbdsC54PaUb@ zKs_5Huh_Pa!CLa#sD4b$Gl(g*W*Rk#wPK%!kr>LLg?FhGiqAw zhB$^#Cj*>%0bfmNx_zdbEy_(`kQ9}YRoDk0K%R0C#zVrW_543t{&c}j z;HP>~>1Taze@x@Cb#d^uSJvvkFmRKXlT0$c*l z-|T=o*VzwwY?Ns|;Ws2e(@0KWYB}ihmM*26#SCi1!{Ju}vNuh`+Qg zBFo%}i2;}&yOCb$WR^BIQ5$F?w-GAgRTWeL)Bga~UIYIC1vl~chHd`Q$ zBgi_%oO6A;;@B*Vj552J%zxg%C-CSF0c54ha?;ENT$lL(9&IznAarQEIX1JE86`?~x4XA0; zSn1k=#}b1Vnev^j&|}m2^{<>ff22N>`*!?0ZBj@+!>ef5_A)!hp&W(Y0Xz~IjPgcF zJXfyjUL?~zAsyDU4xrISq0EuAy8`2qImUVZb@N`m@smXOsqr`9$HggSh8Y`PmPfXc zlx$a77lFIxI90Er!Z}ZxNomU^^Ko|kj~fu8lv8@$Ke|fi+a4gXw9|B>XJaZ_OdulJ zc7hMcK2%J7-1DDrrE)$F_+c=-i&NHaK#a~Ml0_TX9oS$9!7O;=1TP)w-YxjE;I9P5 zKaF+Sr1Si=wu;gOd8Sy|uoYsA6Subt0cO%m&spumMkh?1v*rw5UagBT=(fnJ;N zi{X!j?L1j=tyxb!&9pZ0t41zZ+REUPssoORoV>nM0?5gjYdewnH-Xta7<+934jkgXC$7Wani8< zC0}ci+uK}tQt}w@V82r=msZ|vW(2 z&;+!3LV)5har0nvz~d}O&xhq)u2g}WK!@NOm*FH0! z#utk`Q?fK|DmurAht1{gW^DX{v9yh<fyN20WzS$?6BL(Cy&9^uJugl3Ko`crB%g1*n_Uhsjwm?e5Ae!L6 z$f^ouHv#~W(1H8LWKyAA~-N7Ig z#(7ew&|}IcpZhNQ^32a}TGd`TB_F$0BO_@DMsi(TkPZe;YuzpMiL|g_o;ewk*d%W= z29a1`5JKQa#rI?mx$Z|lJb1gsT14Lw?=<@zX4**J<%36Ua9x4O1n&w;qX*hH%gc!rQN!tiuX2#K_87L2Zhiw_tlz@b{Ld zn><2{bURIBRQpn1&%jO6g`J(k;XwJ=^SMNYcCaMkEF5jFN5pYWe|>Lgu{@IQnpIW` zH+Nk%7vGUFhyY?gaOD|oZ3 ztg+%Zn5C#BPH|@S<*&f~ejOilJ=zL_M1;X}%Nw|HEJ0hbwQ z_yI{g9Go{C_4EG#9%>IPP^G2El!~o&By8J^h>edVoQ72Zv1P~18ys<8SA=(hXUk(1 zrq3JwpszKb6kOW)GeWwG&e7X`r*^F2qJ%cmiVo7dpK}ajkh#Tp@5JppPVoJqh%?1B zz(*vHy_h2w$t7|z#?S!4$vtb^{8wvlqG{}_Jd74R8J$SNeZY2*NE^XFIQc=y&3xtY zW5f{aTGV<@mkUjC=V4Q3NST;nLBP%fV>!UHLobh{EoI60r>+B49Ro}7R%G2e=(9FuLO)9N6Xi} zY4}@7xYo6~7@r`#tXTC511P{_oF04e&0{w9GKy`Ld{J>L%O$M28#x16GdYu_qN+Ps5kb=Y!A1g;3ic8n34rTb5OKey8@t>?F$Rbf_vw?nkB z{t`lbyy4p%Hr_}aSAF{|_^(O5_(`VOwaK@V*5N}ykc))L2zLNMWsqT=a-{JaI<^ILtOE(*Z_+|kCnNXI*v?gW4{?malh^lX`ono>N+{t4&d*sr{0 zd2+LSp#k#Xa2q*am;k%8jP2|&cW^7|ui8`L#m1%Z#`%^sNv$E1YHi5#12%A64hohT zQOU{aUN8F!=z6}9<0)m5%@s&b+{k$@NXo9|#{GmU_u5-`74|oXv`bGBXzye8SqQnc zD*kk2a7h~g!1ZUM+_AKmp0kA8&mYs7v5d_A`Ke-5=}eHyFV zT*rF}V}Xd*oxSGAbF^d=;1a6lLw9Ax9aCpG4O6?DBgA~nlp=D-2r z`S~YsJwO>C5;*8_UzumMoeH-NK|TZ2*Tq^%)GboVN7~93M+&@c z&nnp*5Hnsy`wjT3SNMbBJBuw*0X7#+1-nUgy~5;RFzLeJA6`x}E9y_$X4g&d*MRk1 za`r@y-V13QFWuOy&s7BA@H!9~a&gG#8T`d? ztkN~Ixw-DGW6_pa>1I%H+1}@|U1;+OrMCMUMj{_EJeesRcr?41|OoJAX>@YwK9FXthXC86<(_%j1?- zQrKd9f;#hFP9DE8=+~g4(aM_$Jb9zv>e?fKCxHUo0rH*7enO;ijz^|cSID}*gZx2h z@sb@T+T_OXbXzO|U@&)d2j%0ZTvyv44fKn6J{y@~jji7127RjEG8P%*Kf{n)KBm50 z_=L;h-CE01Wk?XRfD z;@;^#&d|)8SxyK99sucpPt)GG585kVo5DT|i^AcaJJ{p}XN?FB7lmWnl{h}@&U2dj z3&Gx9){`6;VWfsg*KNY6C5HoJ0qAkkyi4}7(8c_)M+{0MkE*%JUT{>La5`Wfc;dW# zG~)5gpKG0Xs5oHn4bK2WzgZw|@PX%3Q_x8(eeQO&KRBa3gJr8mEjMoM51_9aU-^<(q z#@1ZtgIpiMc?XAlGX;*Re3t`Y^6uCES_}X;W1;C?9>1+_F}jdhIxr(C&!Fr<>rR~p z)z0ZwyFTcOFi$_7PO+{4BR`EIAnCTIRBVo)g?|44bNR=Wj*2zMAbVz{5vE52uS`;+ zF~}I=pMqF%-jjM3wGm=b&e8P6O&SB7EhJ-a0B4$+5I4*grtOu=5THB->BeehOacZv z_ol@QXE^WcQ=${vn<*~g8e|2)Hc-|JT9f}<0sbVwZ~2?4H&MLKT`hyXPay-zsu=gT>LkUO_V@^_kXQ? zr~5oZm@UrJ&~~q^ejTY6k>!7f`q$srZ;<@+1d-E-!0q0Er#~(QN@L08XagK=?ag`j zJ&PnnBOr3Q>56zj2>E|XcPAWEz~lPTxC~Sqv$ycC3H`tRDr-Lt{tiwwDOE16ipLAK z4jH~sdGzG|74L|E4oA?}$UpE`EmK?2J`dY#I&Ot?c^nt;G~Z`Jb|&MJa5w|4c)UT0 zt%k{~)uZt!yL#C7xNi?b6P{t|*7#hN{`25HL%~|iddxTawxQ-0l$mYSPw!ocZ2OGy zpK9tqvMjVzOTVy2WNZS8GlSO^k*xTsEhq;Q+*aqU-m)q0Cp-sNd#w|xPJU|R{sEEEgJgA z_I%K-sFTzTbJ9I+hajsUM-Re#|w6#L1w_an`X z8)j0eeH2oEdpge?>zcls@aA1>?Bd?(ZJFYQ+knAN+~fJzmTA5NpX0Z}4GM3GJ|MQ4 zVZMg`{{Rq%S7eiN#sT2;0QETQSl=B!H0jMGa$o_HIVU_Gd)J<8e;)q;YTqAd`k%o+g}xT>-k%+kg_FdZ>3KHpIRRoB+}*(> z_OB+;e_*LKoqlf=e%1c~v@QPtiIwtyvoy(C+7NI7;ZE*8gQam%!r@wT#n({NNUO?E z`~OSU{^<|d_(b$ouS35+Wb7bzIiRdmK$l4&sWD!nBbnI^Uf;^;OD`A*|XsH zfYJ|!eiqZMVZ6axrU9-bZpGcQ#AiM0tefHwh9lNTg(uaZ{?LLf{gyl#NGBVD4r|K9 zV(2ELhl_T-+_bvWqTBC&rBhgn&h=VN?3T9q_4|?W{{Y5YzuTYom77t~J`8*Uy71PY zG_M5OzlpU7t?&RLwxW_-*El_XmDzsC{{Zk!&klainqvG(_{-whwcirK3o_ifWwX-P z9IOb#mg)+IUywzn^ev#xLk*Ms`42*#8i{HgOx$;wT?lCttTFq|g}*p-Q`Cpj&- zt!3zvOXlv$d?#b!=h72U(v~RV`FFI*<+je7vcQv*)9X&qylJHAJ~(X`O}bMXKwdNF zp=H3qECziB0q5ySuFX6ak0zCC0i9qUXOi(hbgl>hkT6Q~z!>Jdqfi=+w}!P36zMQq zj}c$U@XvFnTa`(q+;)^1Bn}A&1Z3d!tg`5;y0@{-oYI~Se61ec@WRsLRF?k$#lp@T z({+AR%pW=1^K4A*I8E3%W|0H5sg!gueLK4Fcy+73rha(^21FAV7SFRr9;Y11wkv;Z&e(>UN| zM;!8M@zotWB+oMrl+(HOPs3z^d_8S*5Oi0FHYFH*9CiNy>sIy5@GQ}t>X~np>_5-2 ztS=8kdj*!9R#3RN0!7`GJv#SpJu2<|#^PY2HF+U@%A{mtpvOEK_Ter{3O7YJO&72;VANgXrv&2v67)gy}5MPgaTA_H! zwNf%XGvPb!PQk&M?I$FWGe^0Uu^1#A4c?q|tJ;@`?KBNF-UV|m&Kg-aJdME{n>{i< zgEiB5Hqsb$@D)^irwoIDG2G^%@l~WhW_5_J)1A@+K3<*p&0|Li7~$0Vom0h5SguZo z%KkRB)Z@IE$g4EqyCFsMUQ*a>0UjF#iR9-a+}8mIhwg8+7y{f$Bp`jI{GTyZxnY3P zDdov#Jgxy4I2G%jInqDkb9)SNj5Nfs+46(SVC*?3BRrk}9911Z!_iq-zND5CNxZ7E z#)V~dKXr~layb|n$Qa<_w82*8c0FqFyc0aP#Tp>+{)u&QAYl(63sn)Q%N&5)urf$F zB<;Yjk-S%?L#Aqy#dNlj+e+^wro|bfLKDn#(IP8IqiEW>z$!r9_m9}08X;q+7g*+3 z!79E?Zk-jFV1l6FADOY-V>R;by{6o1ekGqv)9#~r86^{!)QnNWO5p^BNo~%z-y{6bkKP42YyqEc@duTm=xZsm zk}a0&wHDcdFSS4=La}7sBIg4=&m7hlz)u8e_ZAwZ?Ukv7-M-ejk#?|h5Cq(+s7jr< z!NMU`qa@^P1rLm!}X*1qvw-Q9^ z&K$;w(FqzSDA^lZ1+%po!(a>mK?1mGmeqBeEhqa+=C=%t%A~CF2Mo%mX$(V-EH7^WXrl%dHq_%S{%%~%R z-W}dxRvd`K58dNo{pQ|SG05qB$%@C(p9faoTlhDtS=(J5;t7=_Ns?BDb_M_$22t5m z?mU1_(T?0Mg{MF~Efkizd{TX)StfQyBrJtllrsRJ<7Rg;%7$JKCbmCj-xDp5hVDE) z74f;6c%8Pa;DkFPi-y~>NdaI~ugijd@#eEWCth3G_)^P7mh$H2IN~ikw9%oskM9+5 zylnwwLB>e~n%aWAk)3aaqs0C-{71XfbbUJWMbp}IaelD1yojtw^3~gJLY0#WHkHc! zz>|_Ig!q?wE&MC0OA~p9C>Q}E?+5p*mMR$TERIVPk&jL*)%APCzTGxNLctY4Vo6y- zZVE;VMoeH0ncN05(!9gsUD>wMW-v^V#H;(>9JC;-0>u5`m>d8>`9U@HxKDu}DUA5r zJU8Nx#5c3k+FP*Owgv@{mO(2X3u8Nz_<$!Ndh^%DJT>-BTUNT%q|~E={`Nr*pCp$8 zAsCUc&*m1wWlE^s#vQpBtq+bqBcD_8EPfZX4H=1*uJ*G92Oo5Ujzav$C!F(KOJ6g{ z%#J*?$lJ!%jY#A!ef@GXTgp$E@#gg`-C55S?3S+4v&A7&(GXOs@OBj)4$wjF4SLV) z#o_%o#G3x6rQVe{Vg-~y@vxFqb;96)Ng=k9G2f+mAKJI-enznwi7lf407wZC4f1^3 z066E6zWmp$e#Ccnnoq@9_3d~-4eTt1t}sFdc-#<6WmRxF&R4HJD2qy3iZ4@={ibx7 zv~Lz%=}<6#D(+u0U@!^X2Ve$x?ZyRpoDwJ5ptpU?DJ5CXILq;lr=U5nY5lPUw7xbs z5Jxs%J%KI`WMqg}m5?oKOr$6EHEF1u^tJr`5*@2;`E?XCk!3~wk? zox|>tv~66Gk~4u_)S842N|&6ELbHMknC>p^;AitB1i9V0_O9Hqz|JxTIR~vr@QYB> zwcirSZ)0xnHJj{~RI(|x%aNU|4nq(yeKU|MZ6it4Pl$CZ3yIyJj?&BQw#C6vaOK>B z#OLK4=dcx_@SZJ0Px02fq#;L+IpUJiNeLxHhzVz0k`7cHlboIa2DGWH2Sr+E(>@HE zIg;6a+{zgblM5)?eE}n*00%ug4D(!n#;a)CQT^1=mJw}{8S=^92{`$Gmo?D*E%82^ zsp+J}9KpQOlO&d#8JrL@3idcBIOE$jhw-W?1?<|S*5M?3PbkP8w=f6g&Idh?MSelW ziqGbLvBM8VbK*bRnRNdE9msqKr}&0JaQBhzwX&Uj#hB-8Y?=Q6R!1j+$LZ-l0r*~@ z54;&^q*_HBVhEHvssce_^B(yb&p!2Q_Hq51Y_I%RsC+{4WtRB+40RoIn(RDxbdX5Vh)!b2^GG-h4;=@%>0b?quHzL-FGKBUK~$TYTKP39H@$bSquA}2CEk41OtS+vS zNbZ6M2w45b##r`eUVeF|tn)__t2g^=o-8 z{>y&$lLDK(wQTKTr2NMt83P>Gw}h?i+mYd8X)3W%JvYK06Vu@EKAvI0n%>=BIJw-) z7nSXtV>z!B{iO7%FMM+jp=WTb9mGttM=`=p7&#JWu>_3zSJT>#i8ZH(;)6kCN3uZ4 zA}PXe(PSGkLz>Qar52Ln|?vpoaj z&Vgg$PYv8^I&dZ?1V-bBg|UDSs`am%z7TkXX+IV0FXx{DF2(^Ik8D@b-Zj?d@z#NJ zrA=-T(6lW&Fu*zaQO0=4=z4uC@SINXw%LVwZID@U=Li5dm4B=8|86*O2*e- z)-p%ykL=&BUfuX&YwNwF&imt4f09Kb`=_Dx1HU!d-FUGz-8s@3HcJB)Sy!m%8(1Ib zULpH6YOFpL+i4dXmzg?Rf*75xAlrDr&!F6S~sG0bwX``)VD{zy4xf>$D;kn8Ij`1_!c;CSYuFy$X~I5nQb!t|i&6-A z$xeQ>T^6E7k!=_!y-gfMF7IksqEa$NScWAE4{p@7DItiQoO;xW8R$J}V~gfIRPmyM zK3?=)7NZtMk)Aj`Jt|a;D5+L4obByS+Nbz>dWu}gt0XgTJ?cb7$QY#Z#&}wgMh-Bf zQf}aws~Y#IBTS5vdQgCKmFZ860zU8QNVFhKXVRoq4S}3-%^xa`1`pDnk?sKP{U|9$ z;1C1%xu*p^I_8u{nFAgDYDJ7^AYzeRw%lUG7-Wu3MSTWsTn^%`tYf(EOu3Cd&e&ex z(wZH#JU8PFwj-MZw_5ne_KuB~(tpOj+xW=}20B~#Q-v;YYBnh#yF<)h0;j!_UD=S>?00iTAYE7yRLCsTxRY@2P->qAY zMUdnQ^V(;vxTQxxDd8|F0ORhQ{VCW})Kr(q+6>{p`qlC`{1oTorlsLs4iAMoMwc9) z+ZNHe^| z&m)0ePw@ih<94Ou_weKVUxz@_r9Zh{KTSb1scxIxo^j|a+OBle(ly(iKH^9&fOQWD;vh%7t*zjy7r-^B$L`9Hp;`je>+sf)1fC8*D}+i)c%*FgRfpH zQBRfY)o6I9hreR4g_Hb1xA>Fe?-%NxA-jZbS#`V3=o>lC0LRlDSGL8fcrR44`yQXC zL#aWhU_H{ttsFQU{KQ}%rEtFhynCwrX4U*h;NKc}Q7vN8u0$!Zva%xsgZ04aUc+zU zy&p``7eLYNBZAgG3{efE-y^shxKiL!aB~LH7on}hTg^- zBF$|8>M?_njBqp1p4IgppnN0a@7V{#lK6()-`OUSZdS$!fduRW9WY7cW3aE7E#uOm z_>9-OcZ4h~Y#fVdV7E{(2OU5-KEs~8*U{x!Mpr6T8>F1C*HvZHU&Q$Q%Q4I&S_|4* zEp*=Rspl{IZ2WQ5yjur`bHSXW=OHbNTZx(!b z@lS>PL2D$lYcZR>Hu~g=E)XU|LSLVk1Tg40KDFc@AHQYmE6<1#_>WJQP?7K84EBOC zw73|^AaFWyiuEt}CLe-i_;>O8O*_Os8nqJMX^w4ggqx&`7|L_&kLUEQv-}=UPav-7 z(@I>MEj3Q}^VF^!shi6_qwQwgdAEAqHEVf)nfG^uV2;)+yGxzL+U1Gs$Ryxo{cB1c zDmx@wd6#mI6DK(D$8%RD`z@xduM}I(GQbnov$Y*k!aZpra75E^JqNFRiu^8BQ$L`n zMWi#u8q5}YT#=M{CGyCPBT`Av0G>D;(|>25hPE27j_%*YRw5j#L#J|%B9}R02LZBM zKAhGU!|M+gc*n)M{*A61nEbC0GFmgjQx=MfS8rX)PEK*u*R}jE(Px9j(P;5mnIvhx z{?ZBpdyq5N1oO>%I6vJclfK`hJ`;%RMy++y$n|f8zXZHR;Oh-m`&Np^2rnkz6mbyD zagZG60Y@Vk>0K{?d^c%-;x)iYVo5S2D%c0t=07p#^XHoM%l$2EG&?AXE}|f>$!*Pn z*mL^*YdhhlfngrIe{&V8M$&j@82+z0on+HWk;M<$ zi+N|}D%jdOdj9~PE0MR>E+^FP@2+o@MvluAdp2wz?Pu|>&i)0qw3MM=FPt}J{JZg9 zcWr)`uX5~xkjl%JOy@qkx`X_)SC~0QaaTC7F;k44h`u1bmEXgyR>EthwzrS;~uq-W2o7tiDJ`FEX6J1NX*wI<$srg%rXgX=C&H?E_@+%ZFOx4 zDGZU#3Spunry%ylac|>~R?aX66NS%X*Bv_7om%cG-=XVa;I7q= zVeqp&dNeXJ?gW77st!2m$5T=Gn50&(cv(~=Ok_}1eq0W7>)NqC9(a;HUr%cbl0!u{ z0fTbkl#CD@f_-{m)~}DQB!j~@S0YfS$t9Su2L}N42M6#q>Qiaqbm)&NP;tgt^=E@> z8g1u^d|$fbPTGv-LHnS}IRt`T88-lVW7yzi*1or;UPWOXAz>;9%d$srn*esk+#C|! zR|AYxnjW14>q;60VlqRt9H|ExAit>Nfyp@QiqrATJ1wotNbt(??OoAsCpb99))?)P zj(-~D!c)=6_UqKuMISwUV$hz}*7pAZ%~-&**%VHIY~Xd;+nXdg8P49Ia%;t|JQ}bV zZ!O}vl^%8bR4sSq$0T1QWK2kK6`9Y?lrj*iOAVsFmiUii_g-DDoDnt?Isz52cAcR> z1ZR`fjtQ?B@w8Cr8l}YZPi+e|w4%~c^0K}+whHGtX4+ZUZO#W#Us0FM!pQOQl$6!a zo4kMGDSS`kJMBI@nN78goR;AXY%?k_4=Gm8@rK!uGmNfQy#wI>k!7K266$vC7`7I` z&Gto9kH`U6aU(8J1#qCQM?8>DIXxpmwui);maNw3u}^t0%vO>_iFFdK$G z_aeF(JY5c%1iE;NFtOXoJTgl&Tr^-Le>8!x5rDu9zPt+hH76*fj{#FkcV-Wa_1nwu z7+u@uRkn&y(py{GMv9XDJt ze5grR13h;VdR9)a;;}1gnwh?Z1paHhOzpZSZ!uSS7-zsm#~c7oaarCU)I|E^W))e5 zvlt|XBtm{!M(v{mJTM@xO71&}Ij!QFiG=2pK7jCli4DGqAeQrf*s?@#l!=U#i_nT5>vEq6QsIY}<#Xmc1JDIQ@sW>5wIIX^3I-B)4PB7)8+km1$i5G}Lh zu>|CWDtIUe1;FPyI3(5#_mbSspJVbzlN)((i5DAkNhTnA$2b zS3MKpY}4qHUg}ne>mab(kq|=80aa%UfK^o^*r#C|)PO+KJ38~}-O`B?TA48^%6ST`X~ zFa>hg7m;f>9&OEtkrCG$)uk(qr)V-Nob3_eSC75H7{{ZBl1$>S7to&fPtzOoNdl7Hqf65n}xZn7kZUg8tIpIJfZUhps033Owll05eH9m;~Q+6Bo^f zX$uqCl|jhL=jokmOuCOr-vb522p!rC?ZUW1aClNMc>o2+QH*>O`&R4rx{rx3G)S&D z#xPuNKPwpb5*e|%iBuq*fu0XF^tfuNMEQJjaXe>Rx)+Hp{Enhqg4^Y0%a&}rHgFEz zyK&nG^2SH=BoZ-Tq;4pr{J6*6z~p0$den@N!3gr>CFM8+b^?Mp9CQF=&PX&l=yeLORoDvx+gBWte(wi3$9n31AlOL`tezgYw<3FM`JV42;TPpp zUJ2lG*ueYMm3?CpL5Tq*V6Vu-JdwDJ91QmK9@W3XOtoh_cVyB+trLxf!i}RFi5!Io zo(DfuUEjfGHr^$(aVjPxUoPQ^A~G9lpL`RO+l<#LmT|me5fo)%xRfNbaL1nc0FVa& z4|?qW9or2m=G(*!P(y7jQb?QBGpHo-o<~ED4tUR{Yf0XsW^Yt}py*lwi{a*$mUc0{ z?Xx3k>3Iog*5fB90FDA~VnE|KCku-0^vyCAv4U5bV0E++`IfD^Fg77l26ty5umfp0 zP}%EV6Yw|VPM_mbrRet;a6vPO#9}l!gaW%`R#?a-jE8X?sTk;Z`eRLoX(Nb*1mrjh zyPG5C3%GQDxs@GVD6jGtQ0RAnhe^hK$wKQp@2=C-$MN0kBG;wIlITq6PZjxnA-r#w?M?+ipfBgv{w zaPQ}7$Q~RhjxCLo!knD+9eVy1$Ulhm+q-Q)T3upzplwk^aKk#P$%0e{$@zgJ@DeKxh|7>S2Fb}idJ&rFsU;{ANjS|OUR*eLy6tjj@a-$gPPEQT#jz3EAkA}YzqSF33TIn`- zrX-H&*=l10Y^v%SCU2kRZOedp!hk#1)b^S}-(FcUSlZ$nkXmIpWZ;efo@DGAVhkRA6_-i|MKpoTN`8neQ1LeU7jybP5@m7t$#5Y=OlI;PX zauTGIo=>>o5%k@^M+Nv7V%4QJt*d^HW>aU(qQGZqVtqu7JM_4Ln5;dM_6 z%cyD+>ROyaIbfCA*%h**ux`BylbjCOuT$}csU^6WBzsgL1)Yf`;~C^~Ip_7SI(w_D z!7Z%L4%8&d0QpZNuW`j~K~HjP*`8D4XrX{ha8^kSn~v2}l>m@I8T33KYV+R+Xg0d1 z#5i4Unn~f5NM#H1%^nC-oRN{75#Jf>&3c!_f41n_JlD67q)iMg=!gd!M&ei4@s;=D zxv$xMtvpfTDLhSm3L&|kM@+;(Pn&=<(R18j_OEt|m$A9xRkyWB>2CG*(Pz7`nZv;< z7X=XQ1OveI$M{#wpAj{vF8nvFK=(wSw6~U$edPq6JqR`QmxvCY!&92oJjhIPEQuoU z8w7^@anyQO$sZA>d2|V`3}q%447VtFA+y7OpL&{fuOwxQtI0_4PZr2*uY~TSX^>?b zopMv9 z5AQA11$=$w9joi9QB^6$K8MDt(x*8zeJ!c$H<4&ds_A#_{+VWta24~okLEq==3j{# z-Q~xO4b{`)RFHo6J#ctA{khJu_V3_~C4l82;8cKi;cR zK-?mGI(d1>Z>=~YFyQCh8uGm(;>usR32>)Ahc(-HZ^UhW7c%4;8nELiN!Z^JfN@eR zKsR2rM!U#6YEXmB7!@s=a>PLp#xj38d~x;}{OQ|39Fg_SIUW#x@CP2W4J3hLURaOJ zRH6_E2ek-Q`2a32vmjcdTt|#4y7H4da39T15@D9nUxTxwV#V1$=S)Mnb=3xW}RXRrM#uzZTo1 za^^wbsjrc~KKQ2AYk9*kJRYX8#mX*|M|NKcN}_1|iv77)XT&S;zuz_V_xuu#EwrzP zFzPo13^sCpwet_{yz6oC3i?RMA&K{|OZ|ubG1+)yz%gjX=~35)8@U|Uo03D>^2@c( z&M1qm2>$?G57s}29~Z45nJvWNV1NK>`Xk}@#HcQZ92 zhDPf8r{M?f1#f+07R%sr2Rrj$MC(FRvpylYQjzzDk>g0Fl~>O1>MOU70%N=INC^IKn6PV-oG$E;G#P3i*?VBvglfuh%X+-8vtUmHx1<} z^JE#@oM(a0wSJ(xC}18VtM@!dMAMSk6_bxl(c+6qn@wq>`>3Rq81$_Tu^>=-=YlFdSsv!j zNc_O6RD+-EU(PV9`L2IbdkCo69%Jwa#C{3z=D(`wS2yrQt7=zmE5yVHb?7ndE7P^T zdrR=tP>n|EVN0n(M()_$%y<>?hwYu?KMD8|^v{f57njP`vWwFQq+ltq_{K{hV!5o44*Wvf=7vQ+`KiUgl z@Sd3_=p)viIC1D(kLO>hKN-Jk?}ok__HWVmV#lZ9iU>;$O4( z?7Q&0_UZWVr2K3#eTzl2b-UCw^&h;taNj6=ecX}Lt_6Gk9@oZj?R-Wr7YQm-R=u?5 zTCbbf`QH$5_$>1WM+=9k7gjAw*VmQk&!YSj@R9Tn*vn4PZS329r-$P$E=pkR$s>SR z@xkK08(mrrI(c;o=8`$At{87{JF(-hC)f3_*58ZK>7F0>SAV4G;t1onuyk9JK3J3~ z7#^n_0bi6!qF?y4$Fk`Oq|YUf+nlobOg!(H<&URY``#ADtW6rSpL_l1<$Ohkl?v43 z71GDFY5o?A;$MNRb-xODk*xwk7JI1UEX)T`GB|95-+(Hg><>SH8{?meG@T1rzST92 zDiuc5X3H#~k{lo$bsn|b+IVVPzYbdbI`Bus?N(DP0WKOS&8@s?z&oU2l5y$JHNpHY z@L!An0A~LHj#m12!tV&_x{K;;r&2brxnmj5S=;6S9Ff~3^IX}ISiBY@mo=`v-BSDC z=z7^yr-sGQsmrtXv~Q)fUcFDR&-^XB>299e;rw=SqO#iEYPyodvJudPP|c6PR|$XM z?}}F*B)8VQfBQgL=ypjcWYfGar=XR=Jg1*NKwUP*L5&($trxi;}Td2%Jb;(#$2_x7y+00PbSyNj#X zq6-m~kqeSb5!bJ3j{g8tvVziU!78{&0{N=M^c?~3^y04g5D}q8J0l}VyNJOV$tRuN zE9gCosfu4W`X40Ph86kg`j@;#a|{{;*CNoy7B=T#yI2a&TGlcVCrHLT@O<$q^aTDpHta%3%i@|3E!fJQRT59kj@Do?Eo-(!*@HT-DIy-LSX{>}J3s7hrVTR2%C2Ot76PIw0d z<2CZdmbG@b_ZQAkTgM?YNU|~nUYQ3wMtcF!de(0VCkXl-RI0`^k@f!o!cA`f09NrF z8oXD|_LEtvi&G$UQ@CZboy44D1FyKQ*Wxa}5YmpHZ7Ug$2t`JA13rp&;~3zcb6y?$ zE_^|gSl2By`5hG_jg$c=nA^7SGQbddINQPIyT6H=*}l5DvD~haxf1z;MpQfjo}q{( zcmw4ClfbTpNy3AQ>T=G~#HZNB(JwAy)C0^@8^!>QODO4rs2G+%Fv|naLJu|7Uu}5K zV*)VSC2h=#r?4cFTljd$Ir`V0ct^!{^Z1MV65?=^CRG)uoGC{#P!L9IkX>t{athtfEd|KAw@H=Y$ERsJu z-a7$tcM)S4E`xv>juajja2r7&9=WfWJa_RwP1N-r2jXt6e==F#X*W;;cvzy8B%6L& z0+LB6hXlSi05*#Bf7_qq=AZDR!}fj{*CA(pU0E)OyD`ZfyC_*DWK8ZMuy%or4pzQ0 z`1|9lIcC!QJK(KWQ)g)cx=kk4Ynd7M$jpj>pxg=D#vH2j;=TM99#=<+j>bj~*E`!S zS5VaaJ%8it`?gtcuXY0@-eeZ&92nyanE4~ak_ci8V4h8JI^V<_eOc}8w=7q7tFl*V zyu@haBh7UV3BfECah{}f!LF{`P`ZoueQSHUq`A4Wv5{rFlWIslQzV3{a=9(EsT+w0 zk=x}x1IN0J--xg8?d~La_sbuj5*1M)&hiv}MG9-^VS#DiC&R2ARDESdlwb630-GirLAc7Av7l0*c}lpC2w2~-*l}9Gp06>tCC50#v|yY=Qt*`KW6iNKC+QlsuC5vGHm$_W1Ztp#5&@MPLEF1) z0$c8t<2lV;@Hd37Bhbg$@gtc7J{5j)_zcGY?I$u}wzhXC9W#=}MxB+-o*GkECGo|) z8g7Fuw~_7-H{NJKId|bCL3$zCO5}`jj8_kBJ-f@8EuB#$ zC0V8WpkrtNU=lNuJD;U?nzxBHFAnMUXF^oB`z?vJ*#*nVlEMCFB=%>Jj?1-i>s!%L zPUJm}UlQroUN5=Sd|6|4Z0{xUOIYrod2&e%*~=>JL{O|xIUt zB5p6ik+J%A;kWGQFSJcb^;-iK%=!b(Y>x|I z7u={e<8vtlZDEB35J<)kll)TndcO_sG}y1Lu==w~@I(M4M7W4Q@or*CVB8#MjyXM) zp%o%ko3ZTQuzl_BujAWK?P=O&(${1nM@1+La!^VLKYfCXj599$jGFxiv9fqI7_`Xr ziD8-GQ1HWU_?2>lXfA|Em}Ee^zVU6$$^oy4{{Y~c9}hK2d_gv?ZX7gH103rJMn*U* zAm4)`xd<2zHp((ac>BKhOtgbto=Ai(1S=dC=0KzY8iLr{jzKJ~hRb9Q0*w2Z6x{^b z=i+p!V)ALL1&G}|zq<+}ky#gN;{*mA5=Q3SLG=SXj$h+Hh-2{QfM?e&q*$c6Wrzhr z%Bw33t_BDgRs^>raqU|EB!^LbE>G;!6a!;!Yq+C)AvotO0@oYqqeKg(0xN^Cq-~ubwB9 zYO^mO9l5~yjyeFj2eo?ljyz8t^j-?_C7X$oT|zk4=n~--;}`*e3)hTf0zGgm@CSA2-xwG*^uD>Iog?6Hgk?z3$7!ore6EgEg5Y#q;1YkG zaN(*-qLt37u~g+2de?!axbXMK=+_2c=c&(1`;Wpivfb&> z+uu&HT*u}Vnh+G^k}~9cykvpfo@?WKzYWJf#0?u$vfPs#BIo4D$T=jg3uCas#&KU? z{5ICL3(Y3S!>MH%yi25xYmby7Cf+654-7ybg?tAUQcGS{r@-asXKzl1ENC85zcLULOyUI;8eD8>1w){2#rKx<_1Y{{Z#Z?(g(i|&qpT$a*(PVUQNvPh4;i9aV!dv0F5{{V$~&Yd$$c_4d{D=cRY*;2ff&!HVZ zQ(c|))YJHzRu;Dh{T4vTfdSZ90&+RXIQQslooyoPNO^B1@}x3l-ZYD7Cj{kwzc=D* zzJ!uV9JONI+2+3(<4+U#Ls8Nsjz(`O!!5VUP>;IH>-72$O2_zNuUPnF!$3j^PZ!SMR^~^uN>-s4m>%b z__s}rKFwM%E#yOqBa_k=~}vM%47LWbzlCqY0s-^uV!MiP%f3mW5-kKKhJvH*Yt~N{1Psw zk7KldGLeD~KT*i9rlVI>ne#KJc)J`2hkR$MSn0&u zGZvw8Swl7zxyY|-{fzt@Y2q)5P+gLw#zE(hMtc7MPHW0_Buyv6tD?^i*<+X%Mi?M^ ziuxb+5Aa5zW8>&G83UwY6}CSa4UYZS{A!x!9W~0&>Ae(f&uW?#`G*x6DaRx9sblSt z`q$R8;A0ZRdC13lkT%oSp+Xk~`%=BaD}EGO=8HmhY$ojXt~1BJA{u?WlO{2qb6s4w zO3)k(ab8#Pb(&i#e7OkYwrNT7E1E)@sM0(uRaB+{Bm9XNTpGp$wRW7e5;{!(sYI(pN? z5JrEUXY1Ey7#NPbc&v{?T14l3TjHhD(ZPN}JZ8MR#$Oe!?O~8L&JGXpQ~oaanoCrb zmAV68A^dds*LR`3h?BMsd;S%jd_*Wl?DHolI?6rHx8o1Sm|5jTx*ho4Uo3oW_?~C8 znZ(!_JeIC^#{U2sF7+F!B$DXkCj&L&-xNL}UTRRu98;aAJuBt0S)a6}MJ4Ui}K*(wc1Y zDXCMH&#`n59>D0Kry0jQ*GFmN2qhU=m-DZY?LIYI*{H?n{{X(LxbPpvbF8`nbGx2C zYS-Ot-|LPp$I_NMnqCpMKt|!-zdb+Tr#4#mfqp7O;``4AYL{AM(Mqj+=9UpU%EF zj&M1CHzAtFO~Ns0-7CBFUp9V^;nriBVR(w1uuxN+lU8oZ-Cg{T&c76VUh!s^rBAK+ zcfpZed2ttxDK0jb_UYEVW5izMQz?$k)uQMW=t6`S#g!&+?q0=ct>(OG=6fCo-1`O6Pi1%{QQNjH7p`D}ku)s8z8 ztg5uFveW(v@mGyJ6{UFp0O9VDqcc1}T^Mg|*c!8kmVUrYYbehIYK{{UxegoKEsvm2t?+^Yk? z&uaFMgMSY6n~x6ocf?x7oOd_Y+B_;JkupIjGmPi0dojNN#s|q>0sjC64DccGH^O@z zL6Ac}ovqtkTg)42LL^@Q0805>zd6L>@rw&qZBm=oDd~QX&dmBu(1Sk^7$V}4+z-LXKQzB+@C51pL~b(PvzJmcbDjBZ=P5=o)jLH(zAyDT*6CK2sX{{Sr;9Dp(3*QI>X`yBYs zTi3s8UmEyp$6Bl1Txs@jn^!78kLEjoJaM0HYw8b)`YTy$mQm7}cU{^pM^bY+Lf z(5rnpt@oyVC*w(;8>t)1+2z7oJ%sU(=~;Gv7#~Q|Y_&~FIUQuVjsqM?xwkWg7z3&2 ztzzq%(`p*|x?9N=2*I{iz&~F90EKmb3^aRdzZO|VWoDAyi339sO~OC+v5o-s_ph9# zfpbflA4Q4GAxfO2pF`cObX1zrAZvzLVYUn)ETFSs^MljZlU$F&jc(6Q__cFpxRl$o zGDr7#9QDZE)2QfcrTCIA^gjs6djXD1sAJr?U;tt24^jHpntTu^#l9sv^XOCXBn zU<rIn zi6lCHj}#HG+L3@mFa&y@I@b~5O*$)&4cb~;p;e6+1S2Z00PUWAde)?#B}1qtl8n+i z09}x73-!kt{OjMtVEvT2-&B#{Vlf`lJd2||%l6gQtt>npYioOMc3fQJ%om#o0A~Xu z1b$gOSIoZ-JX5ILc%J6WLZTu8ibO&C#UrTz{HG)C@z%Y2{t6x9RD;9%W|&+LGGc#t z9f08A;BbE$`M<#0ww<9{H;8UYjf0G-WgmFtV0x3B5_rvUVsMn+A+yxM;w2n1N7NVA zv+CarZ#0pUBU`f-zzU>{jE*tW`Pa!;QND;)8|%>olixEWoAHbi08P2-$Eg|Q;=ZW( zS>nw%Thb!aBD)ei&~J?j4dFP;k&I)nQ}16r_@_vV!=DxP9}4Prkl#C8w$`3)k^oss zg0TWvV2%$NIL0eig^wb!kJemf(cgZ{9w>Ocd2JkTBNML^sk&hWeq9(JMl*EPSs@#G;CBy^2Qeo zGCo6$0gl}8J6B)(bbNc#JP+W1_(tt@DAMNetIdIK#cjbmn2B3pUV!8i&j6ai;iC#p zOt)W}XyW`C<2yM#Zxc^^WR0gQnSAtDA@JA|ZDMj0qTmirb6&sVKM=m3Zn}-UE9H

i+deCRs~y^XO3w}Z4l|H)0&-3_waumIgUFsX zV;}*HZ0C@`vE>&T11A~HcYn4|jiT|t#*4;7klSE%TD z-1$+E4RszL*ZfN!kuvFW&SQv(=C!i4j#!iuG6_X38k9`2QP+-hU9X7z9Uhn9y(ST2 zV;57x%n$C$DTp?9HcH5T@Xr`faxhJItXfvFjH&xbo;_fL<7}Is!w(&X#R)2$t9(Sj0=2hSeeCc6Hp@1duVoIQh%r zpMbne;tw6$Sy)CGq{Z#z@;LI4sAnH3SpW$5=Ou$<6e}6>z}ya89k?9Tdg(&fG{IrzDP5yK#QKGR(Cx46#IxE>Xju8v zxRzh_WE=$ySZ`0cf}wt5ax2(>XMYGahk>>|zrb8c39}cB99%Gz&Op+=pBJcw+QpbcC4YwR%f^)@i z{{XXRhBaF+iJuYt1tUu(#)abNSZ-u0e8^;tW`;%tK$`byoP-y;z=37k2ee%ol|^d91Z1AIx{Xt zK;3|IU!gw`d^Xk|9JYW>K9k&mQ!ME zp@Cs6Smno-cw*jTGA0{t5x69PE8NH`Daj+lCWbMxQgU&9B}rV>MH(MRRCmhy%y z&ds=F05&@Y48RP4e=a`v!1pm|(du$qx&zWL;aup0cU3g)%?*&(r%GR`!uPz z?3ZfgLlRZ82wVjLbCX7bbn*S2L%PBeF(EFyVok2cW-{L?P{z66*_Yu+gWxr`x|(@6 zFD}lca zYY&B%bK71=6UQ8aNk;Z7BS=Ph87BzEuy*5aMsjP>JVhkBPOlU&NU#g3Fpz{-A%ZEC zslygKRI6lwzF@(wygWH5By&}K^;w_d-F{1*3vK)s;nGBDqE+7*KPv{>K;MvL%PxLw z)5QM(4YfThDpJnT?aV@MLo_PFF||%}hHblv9S=FH{y*^*jjG3Ib#FSz zt0YXRERrS*eBZoK!#tvJK_*g-fyH6_r}NvrD+oioZQ@^q zcJ}vLdN>fpFox`qyO(RJIKb`35A&~&JSXt?{uA5uw9^$OzLxnUgd~3}xtab_0U%%! zMmzT%58K`y(XaF$hcM{&u9I9x5=N}$kJ!YxkY zNWHkSNoL#(akCu8waLUM&7I8o23 z7z3apzAuZT@7()-6q5E5_~k?F8GKnt>=jv<|cb@-U1{8?U`yEk|ULPqnf_0tsQuV*yA!k8TZm zzs8dthPsaneWD`DUeO<7lGt2{GCAO5(>;iLf&?GtYC!45Ih+AI3Gh+yl3Ja9sCZO zZJ;kT!-MBC;Hr*CvkYf^aWEl);B(XYSEzhI(0sTfF)zsyE>sRZ z{-U|h4tPju*F(e`*@PT8J#pyY<6T9zt8J@`h-Q$@YEY^%9L90L{D)fh6=dwu=E9#W zT76Eh;ZA|!TVD@1h^;n8$fQZLkPb1RSAI#1WJG z_NV}HxS zbMI58yQdNex?Ve1&X)fG7SH_reot4S_`EU!x&HvitLoah`Rc5XdAac}n{GL~UbRMl z7+AAy7Ym-%^S6nZb!%q=;MN>0!U5~%aaPF2w(?4QAVJ$UN!ge`a4U7DRefRLF!v&;eo3QU+0sh8X z<+X=}EMsQ?`D^_v>)#3dM}p4XadEeS(Bl>Ml$Y*f=zdcOsMKwq{{V5T+sAA2ziRSt zj9xB=8&^Rv&JTL8dGS)&tj;dRcJwB^N8@M3D1=gfrVL>5n$bAK>tDQlr;h&AUL%tJ z!s0k@N)o38HGEs}!&BCz_{no_HCK@mQO14i+COMdiZGjNmur#G^)=u>vgV||CHSqV z>PXpNwFT?xisZyknxrk z#5!%15V^qGKc#(7;2#}Y#cqJiF@ar?P8J$a~F9qy!BJkR4bo68)_?0VP6AG8mIB)#*#T=mE2Us`-s@y)!^ z$b8YxbIp9W@sq{2tR?;6C!BL$US#6wG(`##on+6Cz9RTm>dN9tqYbnZkzPUL8O^%7 zvFveQLwr@%ZC2V=Vmci2Uo!kf)uJ;0>EN#{~l;uZpUWQ$Y_V1eKk5-IfT>Gct#;U0jt2b`7^56Uv z^G^@s?K@O)@=XE_#CO|@_V0&&Dvns=VJ3JT>%+g`sa_+{;nVy&H3`g5I__DAV5Ecm z>(AplKU(3s@brI*KT7cH6&x=UP?xIw51urQb5FKav1^qLjs|({Reme@fLVB2TT2*& z%_j4R=l~3E+RMt=Nwn_bxZ{5)lYN! zuAX5^bh{oSs94A29|kvo?xzCc?(A=fbql-Fz2m`FV@%R5?GSvBLb1jP=l~V-zrk+= z_~T#r>#q2!@+V6xWf57#cm(oE>0a~T9}oOhx6~%P@h!!S7Huc`EGma~-1TCArAB#y zs^J(@ckAb%SgQXQ%1hSkQWLJfM!9)CSrRYBb@1E{-L%DXTILY1o z>%aKPY2&XCcx(H2OxNxqNbt`crMkA^>66^opG)Ac0DNbQPnY6_q12;=#EWZwU$jTUjTgk1S9XWx|unw?;m&< z!k2yugTwwC&@J8>6=RCp)dHwN+vV+!-K&N1jm58m^poI^h2IOTBh*^k4K=l@Zq7QE z10?6)rF|O0&T{8T*}cEb{{X-~HaO2^c&%F9{{WGTtbW;F4&UNBTj@8K`plRs6^@go z%I%!vJ-hSI99JLU?}5H0_^bO>Yd^Fvh;-|X9>(KIiqB86x{X$H7n1Gg7>0LE=ytzP||Y^>5uw$gG-4&AT?eb4Zl_HxngmHbBXO3qN=Nhdoy zcIW9|Qw$%~X5m6y$;Qq4*|fhao&|i~rY4o^E>@k=^x6KW%Q{c&=kYVf9x(-+w|R^1p~oc-Jpf_{hAy$|DU zh2ht2?ktoSL-VjCl|4DZ=Z@6xhW;6sL)N3zXGRlUu-g$B=g=NV>(A1-Wl}J!W@@QA zlgDho-S5_#oTU!6HzxZrSe%JbH~dGJ;Cqv21BmU_!ZrZI3g#~j6c zy~Jmjl=|QnIXsMJzP<5Pg|~>j4-5!vnYN~)1Q*6Z>N1qFEP-yGK~p;^yAh!btSyUenP+ss#&3{T2= z8?X<{@}9kW*Io-5PH{ZSwCYA{Q9OEJp8oBlx<>OReB1ArY-AO}k&G?@3{)PZHtg;d z&G>u5sdeHh1Y$s};ay`$&?=IlNy*0Sl>ib3SxNM-O!5B!g=Dw!e3K+k8_yJ8WSerx z$7mu(+)nI{J^JxgJQ3lGnLJIWSw`^&I>a{VI|YyfxQQ5V!m+?!04zz!AmCSj*3!{4 zmUw45YHohcUk~s6OXFz#Cm@mM7Y5za?MKdtI|XSKqEK2r%Yr+x9RM}$pR|v|sq~)@ zrS6#nBG|;zTWRqXRe2la3Q1#t5npA3-De`PYT829}?;CT!|uCC1GyPAwUefkYsHR#~=kzILr?nmsanZzqUkn2Y)8}z ze8wQqT4&~!i7YmNtc>gl0!7#X8Ls2u{{Vv!>E=s_BYQ{tDg{M55w8*T#f+;?BWFBiWvyQH%5r|=dmR#glkzTj8 zijPw0(wDVz=x`qid<%UK$NvC{o-ov)k!>$LK?R+XtQ%3pHi*s;s}0CQDwZSV40DS5 zLq*eKof=U&GDjhar67&dDIgqkk+&GZ#{#%-g1VNK;@ej7mZxS0qZ+-1!CSq^N;+>U zo4!|Zw|V8Zs*a0Zn`>`1rOYC2E!~8FzK~quVqp6eob?zdY3{?5U6t`K5Td&zzU5-0 zO;T3#{LU}p{{V%pC$UMC6fwl%R{)_K_k8)z@3=;J zk81(ApbV-UHsaia$QT@bGvnPu`&nnY77UFWZCNMj9BKrSIT$;0laLQwgVMfxzAFca zH5)d%o+xY`aDr&}urZ{qxwhp9%*nVCF)qS!kba+r>Nr+WlRP})9Q0j}7xA8f8Pr;1 z5@tYFL|_;1WX4zpQV?$2klTrb@IWMd(fdjzmxR1EBEk|sGUfz?NX&*^)8lawfUo(xrt#qpuNA~+o(%*`JInpkV1yQ`A;0?zg&%-G=5oGH70t$?ET>6v+&K8}x*V)lg@)&=?25;)07 zvRRmN30`rGSJEF1H0^316G>;OO>J>)d89b9MYm9}N@Y9a!6Sa{%%J?+fje1oUS0ce zcnVp55b54O5Q7b-xoa=kbi}hS!q`-y21-(@^0N; zCt&LwvPBw*#us>KQ)vfjWA|8c+AN8!_)|c*y0&C2A(127nE_}EGXknW45Bf;0+b88 zAc2oj_)iX=mzsfv=tDQ|+xNSeuQ(u*4^=%{IpuVXPX_p6?@iS1 z;)6_%IA2dG8l&M%zrd=>#7K6uE07Cr#_Zz*$G$n}`hSW%O{BxEM<9$q(l~j^Xye?Q zk-XIk#X$!upzb7|0I#HO?ai$B7q+n>c`Y48GF&o@t4I`=JQ%||DBw1F1B&u*h`tcN z@kWyR&8?hvS9WVDj%$eq)RsS$&O$VJK_aTR-X2=35Hc%jk-ThW2k%_${t#MS_+P`R z9F}PR0CiU0Ta^zSXXFjPXaP#29jly@1~@tBJVzY5kJ(;vA!eDC+SVo?Bj@EoxD+{E ztHxV*L!4H3hBUjIYddRsnn8FhmPfg3d@-1nRxF^A8yOL^$0`UM@k<0&+J}p+>@=(R zgf?-t)zzNVV!`sTrb@2CxU+(%8EhO@k4mzjtY^sFs>{8>Ajk<} zjQ!vV$-&^)CMrJqX7n3zWM8r&hU4Ncp9R2Ou$d)Q34^#H1Oh-LatP>ipGx|#z#7b& zuYs?1SG;grTDmDX{{W_JKpYda0JuDVjeJq?d&W`tPvWGrPa4F_b0URQUODN5>A3UW zzM$|JhCkV*g{{bWB!=$hQyGtNV$4A!_=h8*$tNDPuv1oX^$cWQkI?pyhF&1F*L*X6 zx@G5^Bn%MjaLvI31%M-O^89Pq{w?Yg+I%|Gyg8<6GTc6^G;1J(Bjr^L%=icK9*4Dj zdH(vVMmE3czu|9T`9@ z2h+7>{94pB=hrN69wrE3+IOc=f4lVS&3-Y7j1@g!Q}s+Vr12Uf=Y1EzRu5@$ZG4#W zCfumahDTC+eGf|GKWIB;xMhbMc7rZl5;M|1;JFcu0p8lYN{OcS$=9Q7#S{$&uK5+QDFBV3c*2`;S zbHm9D2^cu%D0n1*cAk1>zBRShbq^o@($~hu0p(c6Eny%GDyhNe10yH!?O$E|Zi7>Y z!55)?AOQ(Lest@e*$1kQMSR`+F6jDpwebe?#=_N-+fcoCRcM%ROyfB@ z!61{I`q$oNu~e{gsQX**J{L2*@lk^BbJuNt4M%g~TQ3q_%lnJVgB{AY7wq!n?Q!a) zcgIsz{8OgSpvayMh=`=}$QwZQjl z-+?Q71K*#oTGjoOd<~`er^33NekrmmE}eMR`jx)zvPJ>H!tr;*>yHP1+M4&n-vr)6E}i07qP(?`I3yPs z!Q-Am2kH;KdiZ%cL8H#8NkU3TG4Vt85Y{|9s95TL5WQR54N3rQZrOQKdD_S5Yvxam zzYM%z@Q++;9cb^0K*W*I<2)ayHTxT>cnZ%(_-kRJY7qfFrLr_=dWKPxgXxU_04n&O z{t9{UW=riFABdU=6TsG?!9Xxjk(2L({OjApQI$Deo<=K@P zAxO_$aDA)mPxvSQ0K^+x4~aKk71Y5VOR%*LI0JCad}r`V=JQPPQD~WqC^^C7uOEjM z>%JfH)V~k>S8?NA74a;QZ5s#ikUIXg^jKwPnd44Zg^$ubH}>1`rNIdwiLFolw;$tM zwqLdX0EgsV%dbRoJ4!#szX)Q zSN4d~2ZgLk>L@>Sya(yUd)>$FQ=;hhVo7ymPzO^bejWHr<6p#I1;mhOULuwxOl?!h zu7g(ntbQ+Q_J3u)@fj)yP`uaabf{G2Q9l*LVd_Fpm7lW_{@Y#`o+pMqZ5e<(32Vzf zEPmB?I;WZ;y%^^oJ$_X9OXK&%8*OLI{@Zysbyp`9+T8qN@rJDz@9#j|IonfKgyL_2 zpxn8n&usYl@%-vA&24LSxtk+~sJ~$!h<5fKE4p1ma2@XVe8<|peAIOt+vYM|%+fLB z?yUVY#$F)sKB~IDfpAg5%MA6!bE+;o^w~PVQwSGiD{1yAdlEt#(9YQxF zkkMzK!nxgR{tBeGo1aa+kgIlZRMg84SFtg~&AVBjr@s_FKUfIl#Q@GgF~9of2cy@` ze-u7A+T6_N?aP6lH&?}a-~1FJZxN|kuN^_^OB&>LKiZu&xr}!6yOuuu*PV&LSE#l< zOdWKlu6+^lAL7J!!PPD}=f7I<4;Xl;-&{FKILYX1n3v)Xp{=IoeW3QuQ@Fj6#^;cn z_04d@FZOb~KI0FGZjwmJ@r~J(Hc75N-cYv;$FZ)D#Ih0&Pi~dU32{3d^PctYQH7yo zdAPTE-JOPms)(BmeJiB2*Q49R*P7evO%dz*)%bi!k&H3N<6Jn5x7$0T$*oe%^at0~ zMtsVvbFTxFzv*05o+(W5->pL4BQiDvR}`{$6?S>kuG>5PBgA)hx2bh!a8g8IRe|Vh z?JwBp_OYE~gGkmdw$B~_+~0fNzd!VyaYL@=ABnEZ!yYiW(XL~^)9%VT;{{D~M-MDD zPH3Z=q!nf6e(3xa{iAf-`*_i>R4@ZSH8=L;(eyvs6X1%it>FID&}KJQYOl<(k%=Sx zxgO%bDt;FJ+Fm2@+eK@4BRlY@%G{IMy}wHM5?fx+>o&ggW8sFm|>xT zl{%{Y%E!}ieo>j?^GMXgw7r{6xA}S8@65V(iJ{r)z8uoib`(f(2H#x!*1LGZ($`G# zq_{_5pEPPRdRLxl&^4Xf!!_j2@(-97CkC~mv9{CWn&NJ9q~W>Zzao_i3G(iLNXCXK zN12p7HTzwB3-C{m*Wvc7uUpw_*OKBZX^t7#`g)rBC*j4ukMTdm_PTbhs0i&c7)Kjm zx3RCtpC9TrJ|zDDf{o}9+*lbQhV??DFH$puU#|ZE0K7kKXW|Q8ZLRnS6$W#Pyw4`3 zK~j`%+?CzWCkvX^uIj<*%GyVw{?oq+^eqeFjJF;giOa_h6$i`?2h-NSH?_y{o{4F$ zPk-ZSKGP=eu%rl8ZIcAA9{&K+zgK=TT-r_Wn^CyCWmu!Lb|m!}Q|;EjB>Yd{J!{5Z zAidUQ@hd}SZXMH33-dAqfw-P=&VQ9>PYp_x_Fr){aW$n4TW3%3^Tyw_o|EuO*Hw#E zwY<7_K3q>9&asv_$^P-cuY3KO{0ZY(JU1_k{Cj95)UFh>ke_s8A$oDvvi|^PPuc$f zR=)UWYaQ&;O6KFt4(p!y3OzU#_7}r1hZY_f@W^Y0NnI1>+@OWPCp&8V@g;yQy z>GDTbdA5h}-&y*r+G z$LCc%F3?c$vykmWpQh1d3Kg8fs~AdQ_o!B`c>M{KxRNzQ(s zO0T2IYThH3ReY1cAxZDp*9B^-lYVUIryptZN1b@z!R>$JF%7gHS|B(83={qywSU7t z2-VH&!K-Ppt*x03v+l<4Y-jbaM$!Bvbx#w^sNKQtZ*C%qhGAy}jyv(6p!!t*00s2N zlf_fqy|`VVfb0(C=eQ%bdVBL+^l)6aie|d|GqAVZ6Dze~cUS zuS@_q@d?ufC%uw%-S2Mfs{S2yC=(@N9)kOHINn^u5(aH z(N;cm)E%^+76+c*;sX-|32|s*A;3}qFz`lmmi5oAeM9hL#M@)$SF zzjrL(FyIakO7VY)9uQHj4O-qj$90B`#tR+9a-fD89mwLkKLhxpUkmAeL5dK836;F| zcIXb{&J=O9fu1rdqhFEkYwWp^M-1HyOKF1l_z-QV8;u&zWz=C zJyRa_;J*a^8@#?Gy|vf$8RpVb-QMK7<=j@H(Tc3q*tlC@H-^r}PUc%2% zSjsDryhR%+QX6s07SA9a)!^f6JG%?&-qxaTq2zu%{hGYL*+SRH3uhkLwMB0%>|(a< zkfuTi+W6{uU;wWV_<8VOOuN?KI%VD6)N!ImjcnI6T*f{6zhl^#1?>d_RfNg#=+aU@$AiVbV1}3;b5I z(e-=CZuIM|MH)uAl_T7{(Uqe}RhA-;BW`T&D#Q=FiuLJYC745iUD zMZCVSia8C&*D^Ddh`t$>b|T?GC+FumWygBybpHT{Mm=&vmLXgim^yyz05_M(Uy+YEVsJZ=Q&?$`O|049Y-MP- zG*P^$+f1Y%pLW;Xm6IEBf=J|K({!k^DfKWNWNP2B>*ZAZ7K?s8_yfg4hgPrL?Oyf(1iv{q26z0=1wMi77rY_L&)4hT?B7_2H! znp&DC?r2S_TdWW?;_bG=C0Nb5-Q^ZT^JgG#RZ;TxEDe0w<2#*4RMlH2^LWo3%3m#vX%tnYsfew745z_*EJb@RcE7F!)PLFn18m#)QuF2Z79Qt0=N41 zZzmbRDA*aUAH^RGSH!xE8cde=lKrTOF5$L`mHe3<{KJMNL}W68xX$Gb!NIAFqZ*3u z{sE;pH3njS&;BU6@K?kwKjHSI3}?hPGhXTN$|B#kCyUQO3zvCRxIE_w_+!|6$BOkS zv`++T9wAGsduBRw&kVA}WGO3>7b?8qVQ{}TIqWOtKigZvHfy2$IPo5xY;A9}KZu$r z(`AM5(5%v;$!n7FkggFNj#;pSjOM<)yU?4&+C8nCJf$x$L6y+3O`yscah&|QMnTz* z4tcLiF@udNi|t41jrR8a({PfD8a)V|?V0M3`Q^5)*kRI5qn{CwfVr zmEvP+tnU5{+(F`4Kem%k-zCMvMyPzM;Van-&eX?jJ@ont(ayc66sH)iJW7mzZ%h`U%57$6`}KY6N_1u6_}8+6kyY{Y%LyBXwH2> z#|FNI_(5-Y%-2$17|dgI(Z_EPDvUF?I07{zc)((Yp+@*@4@AWylBXbS@6aG^js83ceU>yLtW5y@bhgG~yBeSzTx#6%SZWBC{5>;iN< z@;>f#!^@eORaROam8fgqWS;0-?v10^E+tlw>^@ikFig6IW<$GkH_e1mjEo&3#?l-0 zdlZ^9otN!?Qe>e8BX2Weux4Yu7!ZIlR?9jtsPzd9I=Hqen8uXyyfLEYJ(4Ojhbn$; zu0n=**fW;hjw?$Xce?7D8pGff>Q zhAbT*dpkKJc_E2JJ0V9Zql^-RYY`w~#J9}O2mqdLCx)SmT{@+-pdTUOkd}1?1M<6x zIdwb8X9EBpPAKr?R?}U@70fu6BrIYB8wU(VCF~VO3g8FHJYu?QJt%;!9IF=fA}kG< z;H#Af<|8{!7~?PRn$|lQ%Tti?mxUKn(8a0(5>S#0wvVP8<#GYq{Dt-Es&NMb-m10ar|0a;=rcwEwhw2zCe#Iksb z=H}4+qT*m5%*i<94E5vn^{=Y_4QZ12v*5h`7IBHisFK~T5alz{KnVj1K_q@XtLD7} z!}pL~dDlRK*UV&y5=#O@WAMj*aBJyr*{5D<^;XbcWK$J^wqp_ivqzq;Ipdsk&u;mz zCWN_adY*+y^TW{Tf8dzjrR3|NqHw=3TRJ?rfsju1nm z$)I@Q?tG~Q9E*?<1Mnl`buCgq{`D0gWD;@;hV%>6o*MNX@`*`68Vt9?ocA(9-op9w;&04n(P`ga{`=O2kiZ3D)ws>x;_ z%p9^eBa(PL{Jegiwe?QEBa_9_=n=r{9C1h_`3?hv!5*AqzHI%VZY(TyUp&Y_NlMEq zg36?}064}J=RVcTfT;blN3DpLH3Q-w+Y`n&egXJT;ycJLP|vB(*4ELm1(e9x!uRM{ zWIK8sdL%Ys=3V{A2K!z-tHd4ZQ7j zezx)k1Q#I)+Auy`w;UYw74#j)!@C;4h&Vz!!QIShK|u>@pR zU;GryOVaJUEpPE%tp&EdVXLSN81FHwfB_@hkbRAN*g6uD=I;LhBZCoIDKp-_B5R&3 zhU(8kmhlXa8cn85Pu@@BjGi;WHRr#ycf!lPZ{YOWFuE*>42&am1Q2rB9kbLBI`tSe z%V^)UVfdZ!^Fx;YWsh0YN;(|leiUvP_Z<7zqU%019w_ihiqhPcnjlg`j3at_V<#2% zID9N*kCwz@Y<^B?nnmw{zAwq3&tgh7$%x^55^zO#mOc%>*E~ac;pT0N*A7ollB9Qezn_{l9c!!*I<1%B(Je9QS}y^~4Md=9$e>oyZYe$^6O*+>|C=ts`I zdv&iz3x?*pZ)44^UBvv%j#1X66A}D1Sqlz=q>YK-iuzlhCDgSXpo|mJriq8GQ;m*s z`qijO;1k+}+Ey(sE_A;N6px8oHU@Kgpx5ZXgDi__(Q(xUesugMIQWsGk~sT%SLsiJ zt%vqp48PnJ`TqbK%igExewDyV>Z|ibiR?ou`FaZZ8}{9SqVY|>Iu)<7ri&4tJ9V#+ zKWU}>It7UEZqvxlcm$g;6yI=_o*R@S`o@+LDEu7ctw3|%) ze-f{AN5fZ`)l_G%di1?2V(1C)UQMA(p)-x4Y!dBHVX9Hhc*jw?e#xGQ!JdR9ng>7JhTb4FwK zpfgc7bZ)NK5ty8(c86E4k znu=PU7AE%`FI+ZEhu)-1);xwHs1{^7rAeDRK>AflMoUzA?k?u#hNC!Oq0Vch(=Kj` z0$A36g8VNn@L8u`PeEP9pM)J_z>NM?;^Lhs%EzsP%W74MlPh?3`e=2FR&q)6&=1U4 z-=7Dx%UL`(4A90m2$UAbRyFYDmxdnR>KV*@B*;(Tz}L~fAN{WU1K@uQL*b}R#m)Df z<&=WmkIng4!*Nt9RiPhbujqcS;q)-sekQNCl1bZh=$$)H5nTPIa0?UE)Y^^Ro#oHi zk%485la7_vmVvU>mM9`G3wf^-|(;g3Er4?GMmjpQ3{{K zt$uAzm1))6^gmw2W*91TJ}vude6#VB#F2PM{t6SMY7oR*$+}R&Jdz1LtMzx_566ul z+FMIJpf<(8V~K`5cFxp$B+nCwe$MY)t^shuu34B8FSH(+h zLO&GWS!obRKhbTZXx2;~_^-3ZQl*HaO((2km(2Xf4_d7(O<8j3IX1ly)jfOTm&2`7 z!52Drh_wimJ-crbaEFfP*PfO6jq&fs7Cs~WqBNL38F-R7;A{1Y?lsFsV<(?({0_j1 z^{d-g)-|gy4{92W#>NPNXkJscR_Vw+YNvue2zlQfwCzUcM~W>vDOIi1paG;L0DXo( zm3-{w8Z~b&$Fh{2Hj($2?9t%MEfe9ztmXn0AX35O#y(EI=DKeQc-qTT@fGHgAld_M zfl8c_)24q~?0gmB`wcVUtZ~{#yJNHfdwjV4Ysh>fYjGFEIW8@2Nd{xQfIuAnX0gRp zbYmYgl8hBu%KZ;W)4U}zYI0o&yrReDaKzweHKnNdqCFo{v(u!M10cf^Mn~8D_pR6^ zwjwKe6AV`w+tRpSk77+aJ6l~c*evo9`|^4Y-0@r$F&@U7lv&kEnypbqqqn;qNY|X-bAts^Kxuf38g$C)$pHmZmf^NI*EoIrYtTjikqI;lpVRYPgG)UNU~Z zwCO2US6vt8abhYe61R8x9xZ3!O9=G|rg+>L5QHj#?e!yQ?tN>~ycOWc{4=B?M=4^! zWR)2{*cE$9@XJ`*3z_0r+0V+nXFi0Q-JaR4EfNC=-?VVO1#Oq$oF6>azvg9($2z{` zS>_)SybE*VJM_`@I1p*(A35X)<`OFnyl0+!oZwf;zAV-kQq^@GJ6KzEn$q%Hb&Aqd z#=zWQ;9;?Y#z!^xH;4;DlIjmH+=YQmfCn8%YW(E*!QvZfelY4%D@Knb?y5YATjkEu zHxbC`$Q+Z&u8Q>39oJK%1yW8vgwGthx-GPu?kBZ=Q+t852bj+z$WLw zcNde{DK@bz(3NFIMi|B=m*r8Oszy6kn~9T9XQ@w9=1VUM-rx9@^*Hpj3HGxoi6RN* zfO2Krz;W`EvGAm?J^U$e0M)(wsO#{-@Rdhru=DyVlfs+Bq}PoeL#cy`}X@Z#ArG=QKgFx!U!llYF^E5`o-Xzv7G z>l#*>ccyrL+UDNhQdzHOy1aB2afRw5McpYZK-zd2f#?9N&ll*DYC2A(r$()rE!;g(-tU3i9Zb9HYdfb}|*}-otrMSl7fSY;7@OtLD9Ro><jt7?3C>+`_MNa4qFCZ3Le-Vqnh-pK|6V$Kkek3w?l~6qg%Mkr0ax&K!YMt zkc{d`U^ieKaf}`h7&XtqdmXG1CD@qE&>!?>Exfr>+gBjA;3bbECp(S{0bTcw?5DO6 z!fXgKUPL8hIm5<4QlpIh<_nR=KvwEA!D~|am(s;9S8O~v-5_DOY;BzI8RJp`&QyXi z(~hfj<;u?5GgTm(M=7i6Yjxrn^%yQ1HJ}konHB#KtT{>aGGfJ4WyUK&!ZQ z#zslab>1+TX&w(omTxugN11g#5+G1#DhOay<(ZFO06lSC7-+(Gl=>q&_2!&m4y^e1 z#U2&0{iXgjYCa>?bX~p@&@4Z*{4uU2+OOJmq`pA+(Z+>O?t((l%HV>o!0>qcH^PG2 ze+^l{U&s!z!3bf=CNKctkcV=fex9PdSHs$6u8X9nhr;;_Z#0&kT-J_&#<*C*D{cW> zbSG#mS0J$)tJ;1S#|v4{Zo}niRL=&`OEVmm%8~uglmozO?2akd#3ZzeR!g`1KT{lJ z6foV{KDnj6)UZi~5Ufw;N?dP3#1IfDATU;LgmuqR&zF2x@baaD@3wKrDGK0)XFGu5 zvKaA#c?Ge~E7vr8U2N&9H7!yri=4SK+eA@9GlLT2AZ`h?bm}|exPOT-?vCTgkRZz+ zG?A4}#E@~p!4114o|vy^4N*d}w?odPoawdP`2PUog`|z7%Ne!^ilglgvobo2Cf35> zlm}_u_qKuv=DsQTp>1n^mXg?=Ry+Y;9r)u%{?_p;Nj;pg!k%OjK*=o63{I{Akg!&F z4JZd@F#Hfe&3@5?sH$NjF6jKzF{SMB5=KYt-yBx3c+>S8pBrf& zC$+JgWwyDw?>@xKxX1wovgAn4sT%?qg%7m+&0kLZ1JR|@G|150N99jtxo-;-9JoJt zF*|1%F>p%lQU*!Dt?=&kUA8f+@FK^HT1fn5r(CtR)PmOGZc7|2F)>Vn^2TcEHjNHwG34IvlA(dw6`;bmA@PxBNZ2GCWv43C`{20M%HU_be%QhfnbynRRlr zT27KNj6{eYEsD7rktIw7EgJpItL>1o@HRXnV{ta4Z!MOe8oUY^2)=YETn~`pwvtS$ z2xbyz0hbsZ(T}~U&nNDkR-2(TW9$hU2+0I_gzQ6tgp?b%43on#3slWDgJ3bHIa z-Y^@?gk_J+RE(VP#C19OMmh}TXm)a0>c&l?CHpECVpJ7Xkc==nVo2y)p~%V3E3=Zx zVufN{Cz=9;Is3 zSakp#V-@mu$K6bL=i>9&+d9U!<TX?NPfd+kosy!0nt2*ES|xusSgCa+S;r?H56l zQPdw(xJzlR;AeDjU1c}~1vohCjN_brYPZ2nZ0X+9=a#^E~IT;w>l0zJiTH<^wZ0mh*cMZJE1=^tBAyyy~ zNY7jj*vCxvuP%P&NTheuUgJLh0Qf86tscY0jeBDnMJ3QfbFwxAcLVO9y4-&{_g{(; zTf^}B((u|f%xS1VvLt9ue2e8 zI%>8l#l6yHM{6t36Y4jYcB>bjqzOW280>iIf(SM8f9*@(11wMRZ5zN9^*N*T>J=6J7Yg z`eBmZN!krIFpL0M=;ToF{E2#k-5Vha7i5Jj`iFA(pqe`-XKp4X!mOomTasn01Cq= zZa_aN$4^mTrDAF-lC)Kl)9yYVjUQtM#Fs{6nc+-$IuW zT(i7VKg>otdyH~9uPy%of}wnU@V~^3H^SGx0PzysS!%ZO8>CmtC}H(tEK6B*NSv<(Rqwx4I~Q3j>Uklsle0brjlD84l5P9 zJ+t7CjBGWp8tA$g+e~pyXc9<+V{?vxdY?-A-@|&l_(89{6=`<22-cr#vW70sMK^-yy9Zh{k1*ubR+N0<3Gkn|VV)&ckUXA-kcw+BbVDPLHm)ndO=TE)I zeB!td1^hJCyj_024eEQAW~12lY%fh0!9aHSJ`oR2Ft^mB=)*(l0uhzjDj`5 zE=OAPFM^*6w0%F~)uy`@gWGB`OC&mkLm?ypovucEiu7Ft7asjiFKpUpC`T1np~ZS5ONJv1cREM)$k5`P*h&0TkxcR#mLcE{{YYWe>(j& z@HijYFc3PR{#E&r@TNik01FF8eE$H;@_#!0H1I9Vf7sUNKfphgetpJ?xzqG#>3j<$ zm0whC-XK_s+A)gw>-OYr{vfx{0e(5>v zIj=pj1MP#_yR8~kW6pb1Vw)+_n{g;GlaAHT6=|c= zsqh$=gmd~vt2>8vcH{j*D5^r!1~s-9)?)O zVymzxrB%7<_j~58&M?FQRW4tgV!Pq7;bIo7sW3f2`c&FP9)6(|ey%DK*<7E%RqqTa zZE6(tdMbOcZ5*&%)e`ePyW!V{5?g5B%O7-huRyf$v|&K<`+8PC!)tJsab$l8uRyno zJ%H^M@ObP@)mDD1mEfs5F}cj&_;xrg*~$UMd3LL+>iR#8t!}h+5(#6(rp2TMmcxc7b(cJpa;VXEzU+^84 zqhaBskjVm{xyMTEF1$11KkV?=R&Ye*bSs^|{d(-bW$hTl@S{#CYzp~de(iRe&w^f6 zX`V7Sbx=B2(H&zZHa3hM!$N!{CTMcIY_0QJ-w zXNK1LeK zv6W1&5S8qCuC&^`{yo#6)8qZp;5h0(D)&oY2Ka+ev9vlu#|`npw|R#E_9Rz5@XO)J z)Vya9p4WQB{Ig{D{Ig$Fct_!unQ^LF+!#SvKs!k3_zL00;#}T_9?mqKnUV1B=k}%2 zbVH)}uUOD-EsS`Htss#f7{@szS4r^SP4Nwni2&6!yzgv=jQZDmsQ79Fdv56`mUsjK z!T$gn>a4seYiMIDW;d1Lfa&!$<<+TPr1g6o?a_pETaUK1j#i02Uoc>*f%ks3!Tf2{ zby<98rdv#iZKOQ68B_0Glcrjr)C^IuW?X*kajM83`_f)al%IcRlR(VwA%~sux2jYd!tiBG^?rgT1mdVTmcG0^X&uaYS z@idy>jrDtrQ)sc?Lm?w@ck=-L>OUVt&pAEo^l#!PoBfwAm1}bL^4>urB*6m(J9?b- z9`*V4Yp2Db{7iSanm3j^_Exx%<8uZ(w(UPJ9+@77yqr~3q^^A~1~-E>ehzpyQ#Lo+ zoS$RcZw}a%(RK&UNGF27L7a15m*cr()jkED zIQGZ2c=*ccMWlN;YEDSaM?x#Zm03}!+T7}$2-c^{_CC1q4!Zh| zi43ha{mMRKLlMU(=|-VykZRv7r9|*;DsVh?Jd(ihM8|A|9funM7|&jw)%G}9RK#GRCVqd5P{ZS=6XCy&ULS2M;^ojp zSyG{QOh_Igp^ENeK|Br)c&v|u+6CSBjv%;( zDN0HNL8FD)Fs-+&pkw75Z~`$W_=S9>xiK=Q=VR?@)aSuQZ?(^OkWZ!fa}u1&Os^IY zWaof3f(CwW=bZ7+Uo!Z4;@8x^Bi_XA2%2`mXwkgxFoA#YE7P_UMWGZ*485ypFO?*6kOSw35#$VlW8|m+RQr8#gNVvDt%% zB?V?^_#(y|%}P5dz>Li&?iIs?kQ3?&oIwY{065ylzq$F z2EL5=VWA`%R3Rc|2^z$Z$;NQUIT*%%UNO%(In8f@h2~|MR!TM~YPLH4&xWRlL{+!G zgcxnj>?QtHlmh#5Ni2n#8>U%LY*!=W4L0UmNr#q6JB(`Xa21z4=R6QHGtNn`Rn#K0 zy0ebyn7mR(tplvA0b-+T4E(^8!1l?m6U4zHw|QfYF21|VCy@m~Z*W+IeS>5<%&sz{kw;|d; zI{H}%ia?=@eCx1~!9ZxvLb8U=0Y6)OX3?DLPaoPDgTCQ!F4X~XnIi6>F@)oA$=~ix zc*dusT3YxX>ek_6m3K<7a`G}4cHBUbBLoI5wMRpQ&N0n?&%?4+urc&L3qFq~E=>84 z#X5X`7Wk2KX`@<{W{N+vK(L9Q&S<0k(kXX4!<9RMBmf38it4@__;XdCPruZ~t6ISN zys-&LXv?w@<}Ur|B)(fLCk0iTdvbBdDdPPfNuR{qH5Z@kS68tnq#7}9%8lh2B64FW zUC9_H1E);ncisVqN3qv0wEHV7NcUe&6J1(D-bq#=L~LPc3ukh+1Cg;XMnDzsQ-bF{ zW^LO;KIh?-);=h+y|H#f6jIL}tZNqQc~=41bDgV%Antvu`@NxzeEOHd?OxYJON~O= zU1FNx#91zOM(#GM>{+ApT|(^`LQZp@6jFGP!eyqhS!}~vSj5e8lKF0-On|gb!Lbx; z87{>}L1CUo1-&WtXs=*dtfWRo3wfx|ETSPOaxvwGW|xhGF62=k-p>NM>7^OybIaaG zLE;GX%|+c{9$Ak|k>X$!NfBZr$dWv)l5w6~@Lwtk$mp~!I`2%lveKq`?$+jVF10x( z3c!RCGsrWr79$ute~5xwxQne=XsG&v@7Ug5zN8t}Bjk`yHz5li(2{`VeqGC)V!bEA zb6s9(km_H$jTFVU;KpMoC?sMRU_+1rRyhZj$PJqGVADA2CcO>)85uQ*?_#%*#!@w7 z<`6#iMii1*s2~MB0nSMTS7~mzgtT#PR$Mp>$vDW!9QPgTjPT?$Tii`%W(vp^{?HB^ zE_SeRxdFqeVoouPV~p2b9H|we8JO+DtGLT;2iI?0o-zeqh9^7Yg|mXyKG7Lev5?Fp z5fG7(m@U)}jB)63*1k3IE~9^I@d`_!HKIN3(QA9FnFF*yzEN@4q21r8`d8S05}Lt0 zBdEuzJZk{4lsYtQ!v!(IftJo!9Z2=$*Teq+6z}b$@q9Xcqb!SUYz(Xp0~~{mxx$VC zAaua5I~gl9cVRvjdY_CTk45-*KA(9PlJ~bIplK6v%$r=R8~{c@J^eTpukcUdoLBl< z>N2XTNidW-8RwF(o&d&r8sV{Z;$I5sQR;!Fh6$A;PysnBft99P#SPzw+sT>QNR!P$1ANDnY!TcZM`NoZQk+}21v&R}X+?;2RP)BO=Pumm5x^9>IHTb*4T7r4D z@n{!2W0&tKF%;TB2aU`*{cEhyu3t$LE9DVM!3Tg>AmH(V{QdD?JAc7SHM`w6_FC37 zYkRYsyPJ4C_Qo1EnF&%(M}EBzHP4sfx$#h5Xz#|>P@^~GbYJjKO$y7xzYBD7EWDPV zOo?QT#yJbP0C?c@f_he$j`Uv->V6{oVxvhF-So=^$oXW2hCu}P3d9fz=O&ZjpNMq5 z58(EdW{c#>9gJ|Kv0!;@$N)L?>T)>e71sDG!?yaziO>sZj5hKHyh8hy;y_Q&>{w)+ zj(c>kyu;CTWn<#8RsEW|=YJ8uW(^}!{h2lWf5p~KW3AX)Pb@b(N6(BAxq0e4*XK5= zrb(pONcRVF%05yKLkxDse$n`%>r42Z@aI<3tcRarb8S7DC_0rJ2tSs6@$|3BkBff_ zJVW5C-AhE&^rz0BD<#1v<&Wn1Pkspgwdmq-PLCsk(#Os`Pql9B@b@s?-zBW9FzytF z>^j$`{29E{ZAHe9d9`G=pZ9H!8$1#1!RuaSd86tcYs(G05Wg{zSD+vMy6Suxu4&q2 zaf|Ro(;Q0R;HwTpXVSflulI7)^6@v4X1C(Kf;NOEj68vPgODpX;Z8d9~6a}zX z?JA^U(Dxvd`B&6G1N;R401rGV4~7dCirf{0j;YvvE9x+~cL{TJJUaC*taUoYs$6Ju zLXDOQ@)7IWyzAgkjPAT!@ds3})pQrKxzn9sEW?RFCkzfN()7zuGwl$_G7F!S)H+9o zG|d-ReNM{VR!L4BfEhniUDj?%qnR|5KLMl!tyg3jtLIL+VSsq3&XaN2ewE$HEv$J? zaK7a|ob{<9U8ApBvbs&dINMKM8teF1^Q7s^u+>N>dz$|M45u;p?@D5Ei`4#g`a$50 zQyMG)KR!_YRr$l<9WwSm8ELL#;9e&q>tBEPKJnnut-=2Qo@4n}#&JFtRb@`=x%WID zi;X{PXV~fWja2zfhwWc0{?@V!ok|DeiuxB^)e74%-Of1XzHa@ae9c1cGQ8l{c?JSh z@f_AY4kgSZEH5q37Q0nm7O312(zdR&nKtErTFto9?l%w=SK2CaO!x|w<0#!SjhP1I z5Ifgfq)fpE4?$R3eupQUy_&jRKFMQ@WYJcWwaoC3d)l6>o8>UC;$o)>oS#a<)UBT+jx$}n`eU;4y!PU$TzG6qcNp`YyjNvC zl04e#?b!4AEE(9Gew4#uBL4slcJg>#GxEjyR1e{{4WBRYBDLjLIaJ+_MJyydls}bU z(Dca~@qR=3S4Rhi8OR$C;45##o(+)QBYAyKdWoeNn$f(fBx-n9MUmlO-JXKCrO_k_ zlOI9YS54tx2Qpi!^1FIg&Bul@86IEhUoDEn+NG|3fq=q4V435dC)1uZV$04eh`nHw zu=lTE_=Tf+Htba~$2?b%YA`?BopIj190b*9-5!2t4`lT#NUbMIt8-;^*(n*WgH6&J zX24ASMQ>PmJk80AKZSh;9}4Ot;_>*!O}id$bo=0Wgw~gYtZt8pZGnLECrb2T@cmvq zh&y$~TJZOP8Xb1s#62V(tE#?Q)fRbpe9^k`UTF0n0qN2UNPvislvj0YWa1!7{*=!I z_+X{9c#Qqg+PehM%y8ppO8m<(!%0mOaxz>R@U-j(TJv)6>~{9B{iXf_dUcgnZ0$>yF>C}HsuokwJq+ZJ&em7y5Z zS8drN>d)C8&eBhWT65ewf(JW}E7UJrMkraPj4F(uo27C73Gfwff*)fi zxVx;~=vRp7q|1&5)yS+!G<4OWlF|)1p@I0{SI<5Y@HM`j@n!X`J5Rzl%J&R|<~jARtvorWM`PgWwMfWTk}-})TJ}Av zlUC@i&y~cfC3$srGyELl{`ujaER~bx1ZQtG=@yW{_81Gw3;~{N&i)%FJadRBip^yDha$MgIW0 zVa+wI-mI5##^kZWh64(J`t^4ARsPMwURwYU`nOY`!m#D?w>*JMkWSD}Fny|1HO2kB zUue1VST+ha4r{}WSFN``l|egSW6-_}>ML=t$+}OzpDOLfE7$kOIvYkIxaa9#I{Z1- z28H6(nW75=9i_9J^V^#G2TQtw_7%LhLIbGF5sdV&u;J?JSa%MopAW?NcMMvnwrGB! z>1k$Sj070K$3a|bsm-Df7*>euh~dvElKHnp_suPlU;pcVvl?xdbMuh3tJvHh0Hd(So`6DHR( z$`BLN?-SG7zD4-I@b2DE5!-6=NgD~Sw-);{$f{3JyL)~eYsSngs7lSBOO{jTk1{4XX2lMrH@xj_|?)y17wKc7>+^U zmd4(huR!=0WUJuF;Lwc1#mi8mKuR9SL zRKoKkY8a1ajc{kre-ctli;uEgM-uJRfJrBV%|<=dm3~-HuT13hsC*S{@22issnI2q z5D{t@YGWi8UCKbh=Q$u_*A?knw}IDNj#;$`QSM@g9#M=spy1$b7#Z#kd)7~cbSrHo zn%>Ewjy7V_Fl=Dpf%h?xF^rL%SCKwxO7E%eMx+!hx*qZH0v%dE4yB}u7s_I?HdTWj zGRngl8SUFO=$A60O%loq?owmOCoSpLxQ~Z=wwa`OQFSES6r}>MnV*@CFb+>6Jm$L{ zCTr4#bxX+Ql%gER9?S!b@t;w_@0$C}wMH07K|8x#{L3_yr;VK2wx`WMw4R-&>wZ7F z)E?O-a26QH*w#j6jHw`RCm@r{AmK(Dr~R8g9;f!5--&0o5xi&1F^OZ45RHqMUpQ0u2qBqUfJo&0#EftNCcN9=#*1?HFMoWH?v0tP*RpuN$~)U9MrS|}tL{g!Tp>jN@QQbsuF09G1_fn6AhORZvt6GW^0a$~R+*;^4l9 z^TijMRKVua@;IZBq**seV*qd6f~*ceP)r29q_>g~r=KZNFiQfs#ttw@ z923oXou-Q8S`NEsQXVPFOx{{NlQ<`%6@Je$Ssd#^y&(MGLsx0d2Pw+9Sem=-Ot7Yd{e z!0;7wUd!Uiq41}}hq|&s=3QOF((hnA(4f1g%0K{&b z&U}y>8KskJHVGu{XD@{(8*%B+r1%CDvavA6S%Xb0i3)+{WwHR-!94)~0B0Vw0NFq$ zzuh}bh8sZAPZ?dirOtA^9=*T=s2<+6cfmSi*vWHpsL8n_VF-)MP(p%SE_0W_>(k5n z*R_ME$!nfQFA(cpvHI+!M64a7K?q^LA(epY!<-B-J9FN=&&9GxB$m=COnY}mu48kO z*;TO4gba?PvbF(b*viAH02~_m+sE>GI@R6G#@Z|Pc_&7Y8H5G7ErYb7QoCO- zlY{^chxPs!ss6(g;<$>M`qO8Lc#Z^v#&()btZ`7>T00nP18SAbF(kXE7vr2&AsulHDuPJ{RhG+!y0fwuRB+)b~jYH%_Ic zGAY{;TX2fsyp(~YV+6+5t_&jsri z5n8E^{@z0iJ(!6}a;^6}Nw}aqfI(La&TFInjcm2se+%7dn!blTYiX#Jx4M?tZSxpy zXwK}G!72eHC@#~lW64_<4Z(sc1}sxw2rF+cAEl-yN!0gR~H*dqr$4@}~^ zt9{ZWWhGOE<$TPX@zCQuaB*A4S4S+BndiR}?ys%n z%FfGBmQDWvWJ1Ol`GX(c95>=Ko^i!){3XA;u+r{yc39o5CNaE=#~9$ZT=W?4kHWe= z3el|mHn(FkTbmHrR5@L$J8j8g2nYWFuUsF&i=AP7W3E_g*HDeOTl}S!cg2!JFgtJt z2=(M2OxEhrlCjS3D9Y!v{2iQ4t7>;rSu{*;SIiP|=5T&;N{r-mJ^S)AUhUuy6-IQ+ ziM2KIk_>>-jtcZ7{{Z#9Yv+#!OC^_yW@Wj&jXbqJMDi$wiNM_$9FPF@;=Q}VcaUG$ z$z?V+$fad+NK&K$pROx|Hlpg`nn!+7SyII->|XHKj3L&(EXQ@FmW~@88ecXiToo+X z2N=l&4DrQt-Z z!t2HQ{Oe_Xag~#Fn`7FHN^#pD{{TAp>)`zQ+Wax_zLRS09JbbxuxX#J2P%3TVDP>hr?YZ#U%HqQ6>dQ)3yw>f$&kID~D@ZuQ4ugaFiuAvN zSGvB9;T;c2c;4nFut4`x95zCXXQ!`T^>^cDg*LrsrfPA_q}yMwoePj7nl~Fr_9OaN z)GRD&QA)?n%DatL?tD4$Wrqj3HwYxX~k4nXb~KbC4=CnP-x&%U+;P{febf6o>ALd#AJMG!i+{6f8hi;HsK3RqWAzxW zyd>u8INL*xx{oSo^m}-tK{Fmb{dlaT)Y5C$SS1Yb09ir%%6rs)KJgRyd%~KBh^^u- zEv+6>sxzId(zyQsfjYbR*Ta@xIyWVr=GdKp@KBtO#8-9ovCnNTel&{+2ODXBv*J9A zepP(iMmi~>ZPz&}YrR#m=KWFjDE|OwN6>NjQYT1~=UACelSiGM1Uetx)_v}Riu;-|^u>4MOF<9Z=N;=CRI*egfH<#GqftCcFm*II z=F`?QxTqeLZ%(vn8))g;roV|*jz21&MuVNjzY5~1Q<_#g>EU@bMe8jj5;D2^)~&vh zxENk2u~E|%t#1-4gYDk4N-f;!Zc$b!4GClbmHjEh!|{dXIqh16#21DX7E(Iak>y&L zN;8p+`Wz$W+A=+=7x3Cj*$6uE#cp9q#}zfLy1QhIinmoUEIURmpM}$aQ}nK*>q(dZhs`vgWgK7DNes7pyBkdbMZOU=>r4&=~1SlhH0n)wy0R9R80O6V2 zOupA#je=5;f;x9K^Io;$7^IE9VP9DO#hQh_jqrjUL6~il7L|{=WBmnwPvRt{f#Lak zH)l4Z^4s}sHhGE1J=T}gRm(NA|p5|qhr#@tamCi6}H2o?~XIK{3VV>L$Q#Hu= z3*yg({CjaEdQPbnuNUqJHuk|g(~?CjAFf)R(H|<9NK{AG7+9fBDgJ6!mAFZvpjz*HVy@M z{{R%=`zL_xVv9Ib9D(g#?HSAJ^<~vB%=zp~jO);kd47hcgDp4crt6MVBX4dilV24{ zrFfd+(m{pa$>*Bg_&s@daicUBJBR~~-MFqd#n2eMZ#qkYhy7SyxusgGSXxtw&4;BK zV`|fx>3S}u9rcu#Ama#1wmMglYWLS8#FsN(WFeHQd*u4pp?FdM0JFS3b#rkhHpXxm z^cClK(7n!}_p!)MT#&g0dgi#Z8t$bkcih)6q^Z`aZL~xe`egQ*m6#Q7RDwA6;;Pwc z7m~YNO(A4XV~F%$t!P}!75e`GXNg~U#^-F|e;Vj?JqjoRRI{2E2>KI(4O-ky*fF zSCT+F00-yRy?epdGo|g4t>D`gxZJJ>Jaw<3$yG&OQU3r6{7;|HrwW*O%hmn|L9JU! z9f^n^mv2IHdRLX%XtG;)?XF`OSL}EvpUl^>T zhC5q;kxX)*AS%AYXu%!6ZfnwfH{!cL5K9tTtZ0M@Gh4YRb*X82$(2i7+|FEdS{C3yhEYcT|#a`lB!AC4hQ5q*N0zT>6hQP--<1uo>?xmPXTDz zfNlzjJl9Ni-~p56uU*yjQL%=7EA0}xw&dq6f;j2OuR?@5y`>9j9lZ}P7g5udI_>Ku zn>_1Dvk}`$Qq6X}hjtLA)1HSM;=KAv+Rw%JIzuy`A#`aN_I0FPP1Nql>S57|3>#tLTF|Q|4cIb2dA+ngTgj=+L{q_xjr1A6h`FYMO zF4Ibw#pjfD20xu-Jvh!uJw^ciD{ICt2A!w2sWYIC(ieGhr)gcgx#VZ&$LGy6Murx* zP^rJ1vv6~tn*#@@BkC(kwBsuFBAr=Ah0%o%n8Bw&97)P~U=pdp0ZR4f*A>WH=}$ho zUOA8~xAzf4^6U=Vowi|fo_3RxIRmwKej~9fb0S1QK^oyu3~$Kfj-U(r>{f8f@;TR@7Y3{{R{Ic;D#j1aja)35P0$ zMq429(}g1=j2u@Rq3Ke^b!-71Y9U2qZ@p4gCQXV5Doz(2Fg7wTVa@)S8R;u7$`n(m`ZnM%W>uJNW(iK;S^w;3}6pTfzCPfsWeNSKGyEu&TlcUC%2Y(C6d&D z6f$m5+dz-+fS};Aj{8nK=&M@iEaha{D)@rL3D)W63WnT769wTVKbM5srW0Q-x9j1Ji8TGgSg&WsK#m)&Q{KNI{g*EiSqQz=wP z1-i-^LdwyS&ycvxcxdC#A1d@9X1+uHsI3wQTRSUwoWVM_+2=s4Jj1mH;OeY$HZ~Mt zTO{X?(7%d0VRyURI>iJj<-4#YK>&<^K+1$Fa1T&8;=Tv{rr%P7#Vcl&blJ09$Q-o5J(H8AR|nf-TFK`Re40>&u8dL#8xo9l=Y5YnfwY z`IIi^D$2wu`Eicrl~juKF9PaAOSiGp;F(0xK+zdW$~R5F3^8n~jOI{UK)Z=jq_H65 z7EKledsT`AZIDV=?1h>qksRSM23MWYC{<{gj(3c%+J2#@Fp}OYN18{vogul6H55g7 zS7B3O+{HQF z9EdOi6jcF<6~cIG^50H)&_gQX6e4D|`2a1CGDV1x$Xqwgh7zjdAdFXSX9tI_bYZ8R zHSO(upeK828sExYv9@wsXlawE`Ih#Fu5zvh+$0Xx}gN$Gv_0ISY!umdk;Y(mf*;JjO#6K-P(D=fseL4FDrECxp% z0X+t57sFl+mq_ug-m=n01>6}##tOMPB&lzH2chj+`mC~PT6}OoWFsn!j9OP<*;B%t zvl6@j=W=zg46(B2Z&po+}L9mZlE8b;i?7z7Xgzd53OwP~_x^HQpd z*4mA)g*-RoKNF0GnsU;V>;9|&GBc2QBbxA!9eBQLzX9IO6sp9<(xxu5{ybY=8I!D7RKM_NGrbysMw0Qbt zfshCtGn|}ts<)rC4W^x_TP@b9AC~PHjlcplU~pBj+P-x7W$`Xs4+*x4`mA%cvl${! zG?NmM$iO{0?OZQ|wGr_vX`x)@J;>ESM z!8h?{nQm`hACVX*3IP}=AHp-8!1u1&^Tg8Y`VFbpA`pq=jjmx_Fj9Mi+*gHu&%P(n zG{1mSL#7qkrK-VqX!9SIGl9wJgVY~vSEAZ#w~egnx_O)J7BkxhvYi0IBa)|{M%wyp zJH0e`b(2$T%=9U3MAk}RxDrEwv<4>)frFpQxjS2{9}!1;E~6L&O`U;B6lEAG`LXD6 zny@^5;qUlPM}&)*rjE^CMMuKnkISBWanH4K{wVl^rs;P2wZq9D+9Gnda6;K>lwb}z zgS3pH1;CmYw5GE(nZhtd9vG??Q2qeZQ@C+9sg|foof6ys*)NsLPJs zE90LO{?+~%@b04D3%o0+3E;X**s9k&iFtKQ0eF_%)^QzsLH2jVoAzh8 zw_n=7#(H*%CM~@6l31~Tu6p+7lb0)t?n;f*KQI$in2uvLBI;6g^3UT(Z+@8ShIC z=t#Lgg=Xrvie=nbSGj|okDbgR&A41PA;~?su6J3H+awy-nqbjoO=MrD{yNgdRB4;w zXhp>w?aXq@$8hgfw8)t-4r*(QUz-@It!-EkPio+d<$Io+qP8{k)j$U0S`8}g!0YW< zcFQDS5JAYR1I=aRpUSjV44xhH7JT*`=A}t@D9cqL6p9BwtxFop4+f>wk~COr7UL=h zBbwCFY|Yezi~;wJW?5UyaWckw6Up=y*?2ohHnF|!DV}S~{A1%+vo9R76=9wUuWI;<;ajaf-R8AIxCga-)$wuU znWc@>WXqf%TJ*BIbg^?eb4*Q44K|jC8{?lD{j|E7Gx*mJX{tsq41|un)h`lXUZu&3 zU{v?bXIoq_lX1`1zed4j%7ha~_sHya!!iWJGqo(NPYRQ6A^)xM|&S%g3h5%DK>iEr||+3N*TW#*Vx~%{{Y3W0qP$Ibngsm zek8Xy&li&=sg!RRW*En=EAuZ>@pZ{U#zWBeuf2cZoqw<{opooY{BrR=yF8b2g`NvQ z#73DJ8TI17Eb%)o$|J+K#?^H7ylk&|TVwVg3bV}Orx8o)6jfErY2DdIEv=79Y+#?cJO~jMMdWVDUJV)XG01>Z@b!|Y)G)e+mMtIM?cD9}y zkr&F9)FO@o3bSpZX|OA@!Wfg#*YZ_tMJ{i7-_NQ2Ke}5la(?kO=k|{!ybKB3o|xjh{{V!`Z*wN=ubXRelUZTvMtFs7 z4Ou z)U_*SEtQRj8LzEac}D>`E#+i>c=0iLj1$^7AMpD_O*=+2GU1(a+wIBwmQKDLgl*?9=qr=f$@@ZS znrIW8W?2c~dm8!dM>4hgXnh_HCZG46%XTv@<>+9!Ly{DXXCKbG9UE7M+V$-&Tw!^M zSakhs7fVM(iW{X!iNFRi&;J0bqSoww!*E(gI42>&t~k||FMSjX19n|*TmY@ zq;0~%Fm4atIpf;Bcf+{bmcHVpAzG2wkS+W!DkwvN=hWEw(UNH2_o^5>;_Psgo(FAVrf zYpJCwWS4H>g|a*F2+ew}(Mc_ViHecVSN!y^pTBE;cH&!$eFEPI5q!s!amTm+0ADrq zJV#Yhz)D_L`_G=?x-PzB81&!nIejZ%wU){|xGp1(Nj_yKB16C@3c&65=DV+irsq}G z(me0ycHjwN&JJ^48R4leW4L(aV1WT9a434CY6_dJAf*?mbZ>~b3RgQ0kL_O93bUk02Y)-`Vq*g+(dKHs-N1530i z4g4lT4hM0b)$O`$>#6BcO@cER;!OOUboDjj{{Xe-m!oOlAN~{gu4f|lTir`cLJ`Wy zlG^#3P6!GEN7UyTuVe6BvYQ38k+9o)^flE+io@j!Ph^vSamQYx#AdB6-iY$QiFfU5 z?0fX&KkZ{CclaMitd(VLNJ--j^L{~xI%L%&!<|J}3oB$6P z9Wh=WMT+OfR(Z8;;oVt5W4i+vK# z8|0lNirHb78cyT4ylF`k{AQM^Y3E!ZRSH9soTwynK*=Ef9M>=5A1$>fCP!V<6nMkn zAvi3cU~bM2PhPdP@gnl_-6OTN@=9S?hMQqixdz?2862FkKQ7>KdK}*fd3KkQK=8J1M4xq6;<@2-Ud+mk=yT0)3x*bn&gCUW^z}Q9c#E`==TWk3)`v~avP8v|wy0KP>Bl%Dy=GfOrdkWF zO4XDL%b_LB!%XZXkO0+KQ4G3bIvhb*NF8A zqVS#V*_k&iP9h-uqicMC;~eC6&uX@mA}F~|M^_@bv3q!3d5db981Q=^=Zx1m;!P;s zS#0t?MpefEumi7b5<&fIPr@D}Ul3_&c{oVrRw8(kUEv%M56pjysr*GgoV z+0NKlf*JQI4p@BM2wV;adhAM_T4|{k-`vsv2ixsEhq(X5DA zVXznG*mxPhz#_jr{{U!9>kGY3O?vytFx*B&A(U+jPW3_&uv8uh10j@SsIStW+8!wM zyK{RHY%>7G!|jaj+8wr&g~BL2a!9Yv@7i+1PK!^u)wHPHOiIe$d@jt4;hjeW85FY& zg&5kSKDG6HGhITjvo_7?D!3IP_U6I~M)-&=31q0U3uv_V|#T;qM{o!563x9Z=00wLtqXEt}qEBxW+5n{B-yBlATgE z4T~0iil7L*wcIm@1(dTWDsoN-VP1_Eoh9UPRgJ1&xz_k^$Yh8sg=K&Qi10##mFt|2 zR{$L3pIX0qk|TLhvy&(h#=H1jjilfLSYccp+-1FMGr}@iN2kXHv`hEHc+V%-0BF&%rG|$^#bw>wY;45KxIhjXJ;7I=dFTk^1N+{UZ^ZT&SNe^e#8)jFT2JPX zxjcqB+;TI+cF#ENn)C0De;8r-Z*Olekgs(!phzWd8Cd6W&ISM&9gcBXPEmrpG=vR8}sjApoxj2h*ihyE7beU|Z}W<*iCP|YI{ zFiBB@eqJ~@?TY7oL-87IX7(LV&2@BA6LhB_GO<<93fSQ1)Dhae^Wtxbb)OPx)=R2f zw6P>C=$n!5c})>A)BVuS4x$0eCA~lSymog|h?}Ou*%v z1CXbV2|KtWrVcCZFNQi+uV?!**|amX6O90|mG+igs}YQz1_|S@HLe}EMWQRDs-{uX z{8KlEJ_UG!T~cE#I*z4uEu=p)FnNAdBx7mgARPWizG?W8@s~*O7l8F`b6(bBw}M&a zkrm`s1QDEIdhx&&>^hF4VX6Mg)}Uot*HVrp0oVh{ODsvt#e|U!p%OXc3+2uq8%rb-hU%k}>-4VL%T2OvI#so7Np2OhAOp=(066p`{Cz5w)KM~p z0E3J%&sy>)imK;(pH)jN!$zMkF2}Qc5%_`d+rvH|n*RV-*Cer9hz+i%ZzP#dErtW0 z4p=rYd9PUgkiIO#@dHwm!Z+H-n=X|nou$a_lF_LuSJxXrHSr&bZ7r^>885DyG!h|L z)Mw2(`?>AKbUqaEW~=bORI~9eg{r-k$q6JfAp5EOOZ3NT_po`K;G-tA>U@4@mc!f1 z5qh6m_}|9h{?j*>Qci6rvoTxBU2z0- z3Y&YBI1J0_gU_h?*M@7K7Ii;}Ul6o!5$X*ZLvwKp++OVfDUUcA8OX;6xcn=i{iD1~ z4!z-vyQ?V{;@a{I+(w5XUueUObOd!j;a-BpI*Lv`&l-4VPRX7#tLpv~viQ*^uLGfi zNDP*)jg^jEWNjm$$o+a(yJ-IawAX~Zckt>tr!YX)DMHh!@{2Spf7&nh}h@rK=yZ}t&0MF^1_pg*cXH9O) z;g5u^&GpDpEQFRl4;%{mlTNR@-5svOp|SvO;-y<&I#rk;7|wEPaRBHl zmcW;CfwpEGj%sLaOOT-sYTDYCYysA_G_4*-VIPP2RF3&0O|GPA|UR>-eV(;|bzr36Y8E-UknBF@{rI5Y0@ zJeO*-N2>TIO0cuFNaR2W91<(9wbS5r-f^^h3iFQ)c;>+(0(qC)CbcepC|bveB9t6) zfYtESF?DLz?k{uN!o&m6YrDo)qOBD}{` z(J%B%pDOAzw4NIr8vOWU>S!7AoorLERsi*K@;E zaHy=&Kp*pp1_|j}BS<8D+Inc`KX$eD66|61s%Xsei8&voO&oG6;1gPDqY>3=L8Ifh zO0|ZURATXQ?qc3X?+E}NovZf?_8roVzrbxB3Sj+;JaPWOuf>(p6wMmA;LL%(n}vSp z{>oZhHh%>4SmIC=*v3Xb-LL1Lq$TL&_(*q@za)Q7eH&z|<8unVqXqZ59il)=G;Vp% z6zf|RPGs*^-|V)>abOR8n#tCDO{M8`q)l|Coc-L4*YX>D&dC0=dg@uZwB0TN!q;Q) z(PfHnA~A*a^{*Q7_s72tcq3G`)Aa!5?vB`%5T1Vu^q+!$ID=ifMuI$V0O6~%4N9## zv7DBNkD64COdOz|sQQ!Pa9f)uNk$5eD=)^kHEW2$!}oXa9flZR3_gaxN~?pbJ|B%`((mMcDGX&O=dz_Px*l^6jVHah`xD-S z61E!$wR&%c=F_jVWESigZT=qISIqwa1avrUG<&O*)+W3X+`I3ZLd8ybA4>PnhZ6Z3 zQH(GIXPnoEl;UUYtv;ytbG#iWP`os=IFF9eMdACT)X2h0Hn|;-^{!{ZR#v+FFR5Cg zUENDAGJSch5BMk#jJ#c>UwA{qeh*_5n#YJDx44vng^QBieXFbZewKPt!>7EX?tpi9 z{{SYuymd6OjdX1EuoIfgV=lHebe$$BwFUb?1AAdvyK_|hbqs5MVS+v)``IT1dRFGA zr%494Z+B@9@tm@g!2bX^s4w(uj}hzNX0%-Y0DPa}t{U_u?43BRZ}*zg#4l{B$?0Mr zgj#%huZZK3M%0Iw4aRF*;vb2fylj_tIb^rM45tH+!nC|2;q~zLveuBoeqr;Fzu{cJ zh#*DrW$vA4CRmc&9B`!f=dE=p)x%|qp3Tc&Rk6gX)5YeFrs+pdp69N3cV7P6&|}mC z=LyKj^sfc@^Qo_iyi8IUOpg&D6+Di5bH#e!!+0*>@U_L1&fCWCnDOhyc(04J>7nsG z*V>ufqqmmX&pmp9&3YNuDy?j`k2l)i)aS@Bv}tCQn)^F^&RLIlN7({f>0NBZ3dz9)mUS-W2e>UJuZh zPq#ddOLX1&R(v&qt2*CUOWjDWEXUJSRvEu}y^j_BvTdv`wXXzS-?hAN2Z@pGq`Dah z{!@+yLF5uR1ar-G9vb+8X`_g3Zh6Q9agcM!&U+KrrDFVf(69Vu;++Ea-uftD(KTne zxq?VT8;#JsYKxvm3xa-_u6tHniz$|4F+st>A#>@R);<@hRC zth${louB4?3uSVx5Sk_otpRR2n(_T)$*p`vktJo~Tt-`H1D-&^&TFjjFN~$T@SKod zIA)F#7YsAgxya_YEdn;wJZt8};0Z1;LZ_F`PpIT{IIhgwFsF*4hUEKB?H+bnf~keA zh;sWX$GK@1Gg`fkj5r_gL6s+w z$jHd`7$o{v*5_Df9FDYBmS2^Ro5`!GXEdbs*YiGC)ya4f9Z_Pq1-D3ra0Xc5Hq#+o zWQGF-o=C-e-@%EmBlv9uS5}4-5n&15hs;JhgAlmKQJ(el_MyJlP<%+yl|MLXkvDDN zZ#tc~Be?xM8_G=cfc$L87eDUEQqM9%R9yWIw<_ z_u~e1NNA%&^~7tl+h|$$VbaE$nR|OOYEH2}D;{ZS9NSEZg7bneyU6F&9eCKHnI%I!%162P2Y#$sigFHE*GD~kC_J+R=nKv`KMp4w4J6Aqt z0)w=vUgxEAUKZB`Hv-a4?BB~Vx)1|W_`S7zk^mccuY4tPA6`6_t6W_MsHI+!Ef z^qa-Fut%0du@y*H+%dIDAm@^CjxoWhlq{uX5tm5^n46P1RwRNlea8o<;aENw*HqYB zwmEiDv~a|?JBVE4BpjYN71P-pX-s5E$pA8BVaPmjpRPS?*rO#@2=MDg(x~oR5Zh|{ zK#e6bM=BIA8{m`B;OBw}BRTC{$B1mEI#XCg>jabj>36FreYojl%Yp`0VFzzrakat3~3kPjn)k@c@ettTow zYh#j>)N1_CG5B4tNp0d;G?8*Z^VUUtZ1U1?-YNhI8NghCFcgk*E7b34L+a~CPMq&~9N{0me<#-v(f-(j%kUcBnf7+AawXUP6-FS*yEZ;1DX10B} zkmcCL8pwGWApOyU_ek~nY=);MVW{y?_PJ|{XXnR*yaxUe(&2qV>0-W?c!Y?syuLtX z%Ekf`%nlG0#@@Uf^W5l9plCPHI@nEfa4wz{isH>)HI=X<4Dq4!7!>nDCgdySsUf#l zUE^Pdli7%##=#zRoT^$Ssyj$ogP6h$J1Giq6-3!hsyQTcN$~dn07MaW&d6&g32Xjslr7R`RENy+Mu&ub+X(cakJ&vT>CWpjFxZFiFS?hJV@ z08j^(;V@ka1YmaU2Wj9A1H`%o&Yi7TTLH_>$mQqE-V<2z_;&%dh z1AkJ~?6kcW$HiI@cX=*6t9yHRA=?YGiApJrcXPQznS?=uHq7-kuY5@digZ0XaV8mM z`#s^F=2kOIqvb)=I$#&rgtCr}&~*V3%ba`6N(OB6*>S)wwtjiBQ#@}HM(d0yw5^6wY;wWRo^ zpm=UoNIaXhX^;ZPab6S^z)-_DQc3BYR+5^EA~5D`^j{KcP}$r`71@mLjZA7H`ISfB z2M3P1Jo{q4JN>DAUp}Mbg|SPLK-;(iK#btv4WRs^t~ux4zPZ<}WV*K58z_;S7s1BQ zt~kiR#!qVbFZP4*CBl3~xYp1o*%kpibRdC%s#Lc;@_X}K*sHi2;hIu8hS!Yt$YeQa z;{jQLc0)GU&7X(<5Wew! zo};D32y*Fets@Shr&TBBAPzbZJ-DyX9}`7j#fuVOg?wVD-=A^y0rsJ~{Y`-Y2PD>bjx~uiD(;X9t{TrEoPDiC%|vTT~yZTJn2&{CN$FqlJbds;&385zbGgdsdAc z*Lr28rNzKLLN3wUwlaH;O?W?tF2A>aCS2c4R3gd~uc7rd^p}M+YkQ48GAprzyxiO41{rjK_2-2b;Wq=;tq|ayxK;aeZB415p(y4rfR9m zbk`}*h;-{atp@9Mo^GKnrJJIxat-9R4i6)r#PeNO?Du=7*!aRr3#k)&kn5k~8U9t^ z*SVUmJW8os za|})y#*z8a5z36zstLm{K~SN7M$&4#8BNVk7b|tx;nDBE@2YDO;$TZ1iVlYiQ)Zk>A>Zd0a zV+qnymCN?oNcrT|$Rr^+CbPxH#lRIJUJwU0GLvYi$CYSoSzYbGHK}WMymYQ=3$@1w z6?WTD1NgdAjI`9dBdNE#LIzD)j&OcnxvpvrQwN6YT?dC^dzM)pbCdFq>s2a>5x6M1 zO32*OEM$?_YJBa`dJkIke}`WWX4LK#oleqn%zM=@hTa0Y)$U^kCT+(oNb6rf_*cP@ zXc~IvFb>h4E8#eYh$BW0oF1pzWH}t`O;nQ5%G10vX`xsJSim51Ym@P&xgDf#`@jp( z*InZ+ZYy|Q5x~H&oBsf4Pm8u*9@6HGZh(EHaMk&usaqe4P>!viq15&`3^SaxNfbPD z`%EW`zlAkO^$@J5 zIqP4ZAG4pw_SR>D%3H0)h#1{pdwcs*EzhDcxycsR<>E0--@53I_nEYdfodS$PL zW7Xl>VH}RQu1Df8z$o==S7o#32l#8>{1@PcXi=ITaa|?XfMd9}D%RtX&&x&&iQ`71 zagpib_;xj^T4?;q_^w}BN%%1~OL2t@;i*&^VMpo*}O zVCKD7;zz-$wE3N)w=qb$!v)~io84*GI()|3?h=eWd;8bx_#9OXT{S2(`TI7@F?nTP zTB}awV7Q|L9e*m7qvR1t$O!wtjw{iz_gkNdUw?jjOMk>l?;AFY1d{>yq*rk(IdN3(_?6YLQT0o%(J{Ok0HsfVYK;gsWd z&h7UrpVPlam5G*bj&PNu$s4abyM5Z3x`p?OHGw)!t6U&bcKIoem7C%358YngHN*=& z#HfB}l#)ey>C!ACf#h3s7*pDz_-mwC$EQzvk*OwDC)&S|=;G-~wHVm`y{|^ECp4tb zA@Lu>uNrIG%HF1#5b}QG$TCHGhwSa5YZ_Lrsi_iJHEC)qCB3}2F)+zuG3i|=!#zFL z5q}~b#OETE@w2NXO)U;gP8O9cB&xTm^*+59>5yA!uEIh7uPgaiA@OVB#+Pj@`ouQ= zRm(_OWl_$0iqQCdt!g7cf*ZVvN61M%tKhJ$VKLIBRcf|A-yKoouo07~w7_L=x} z{{Rp)8wtUr$eVe1%blo?8 zl9$UHNaipJHDlrCjMD1&GBvi|IppzLUK87Kpv4`)%M<}heLMbjyWs5+Y_6Vtkvlxa4wPUGw8 zUcusvFxoZ5ak1ncgQanP57AajXvM;k(acWsnw;YT<%p+;O3PRCx)xQ8_EcwGyS=_f zo||VDkE2Z>Qa{oE0M)lqUN@)MUwFI4^FbZBX(g11z#X&GrF+%V+ubbouz`~v8@4Ns z_<8W+JuAmesR^B{pecxqMaOX9YL&xW54?|dVBJL*Xo zEIv(`!1`BlJ<2VqGJ<#<5rbB*bmxx$0L)b`&UhWiwL_{z_T)&&yz#M5Q(sGl%hp>$ zRH^9{-u`FJ;<3}rE2_11ZpV^*P|)t~?jgJV@0TsYg9&VHC!-8xn&-YGcy)9u+f;%w z%J2j7<0^C4fKK1>uG8ZTPit>!aRtWPx4lCWZ^k{b+;;wz55^q|@=F~*R6=755E6hF zkFTipuZGR=k(6-_Emtc(!z{+i5}=#W^COAU<+`-cq>-9M2Z6bEf$h|8$MUN`45Bw4 zIJ7cDCPRaqlC6L`yGe3CRbVJiKd_d>^=?acKWV|srXWLMUmqD^h>>8EV$bH@wvHPbAoztUC+g@1ForL zbr?elA;QeyfLc7~A2=Y8bAkqWJb{pW@4~tj--SF^4WVHX2vf<5U8sSbva1?pR1$C- za0eX*F<+T1C0xHUR$lAV)id-(j)q}?vwrf|=8j*%m#^U85Xo$A8rRFZXoJNVwq44~ z3MS^-{{S}Jqh*&YdC0GS@XosW^@YBtYccZ5kjRd#8TbsO`l-)Mk9zs1$J3n~;)V6K zv@u0Lm|V$fOm66QZ89pWsZ74W%kyq4oObpPfqL|h;oU<>b8NBNU-@>vOQ?~eWmCFP zyeylyWRgo`KTeFItD}jP7WCKf7HvUQ!$!K_PsH-i+e5^6`k%!w0eE{$zIdY3wHb9Q z=%bMoxKuGBD>DKKW+7MtGnF9Z3dsK05n9An>J?4M(d>m8NL3BD%bS&5zGg;FK?fa; zPmahn585K){{T_A+|cQ^i)tl^Ft?1e5~`>-BD|$T5^`7pf;p+06EqDhu0CZ@R#77| z79_7sZ`wlf(*d~yIh=KQ&b`k^1BZnyBvI=h3p`yl^^|+0k%-zNbhVTzZK@OlAX4qg zY!DOzG3b3`!;>}QC}Fg`!FZd}hNY@Ztg@!dN zw2Vs5aKUgo0owjkVX%0T-3HkVSFGKk~AjJx1YU0R^AjL zT<3cZasUGdJw;xZOiQa~vx8E2g8;kXalJ@AGI$xu$n>w!A%boiA0I42Pg9Gu@X}an zkm}blg=wW2RYCGGQrHDgAd*H;sK-jHsoIm`OL-)C*&%F1UgsDavBE9`Fe`#`e*Q3P zytuG=Rqh~+p^#$=2`YIY3>+S{#p*G->kwQ=aU!bR=0R-0tgG_^hkyH7ZaLsrpIZYA zBvew}-0h)?m3iI1f#Q7@(()9R;v?p+Ok2(fImzT64gneI&MW0l+B3oSS4};%kw(h# z97^jM@(?nDm^k@21|3KMl6eBYv)3i^?6%7yfrS!D*J$Kq0)0>9Yr_6D=vO!TY5P=Dxn*8*5WiW z#+hT(X1=4iyN=UOV2s$F_@pj8=+u^F+vXG{_X6r!nR+UKMR-rf-wSDa{)4GmUg_~O zF>f+RqKGt&lPY1`5i5B}ye3ErRk~N|ROQVF`?newP-YE-KVsoOUB;uKtj7XVfP_r0G0*5W@jn^ z3ABoL!`&iSJSzr}^E;RtMo9KWv?IwMner9JS=E$A>^EcuzZ|>5XX1rhK?d2vQITb zI=01GBTd_za{{VZXC(UjcaA(&Z{a-&JV4iR#}ooIC{WF@o!1Igx!e#8066GK@8JIc z2Ru`tcz;m2u(-CiSGUwnx?In2?y!PL5dbnvWe}B($iN>i0Il!ZQ^xl4X|_6kk#7&3 zCCqbS;NBV6ca;`Av%$iRfc&``J#pVEoV4z6dp9Yby#~E$e)jg3!t#4-i$eC(AXbVs zCyy|aPFgm|4WGaFhZW{?_<6iX@osCot3p=BK|Ez`vLUw!N)dsugS+J!W1O6xDqn<` zdd$8Cw~qe+O`6tqh1tc%;O&+T6A+36HVP6+Bn)SaS8L$i0qwj~eXd_cZo%M4ZPldn z9}4@PLdWi{iO8f zo5GOlQC_>#-gre=)reI+orpM9P``#pQB_@j?UP62N6Girep&`UDzk#540O&w-OzFR zRCc;*Ph;jr$e}LwfQm57<%58ECq9SJS4*$y7A*2yS^|*?3}YLal}>h?fI~4k{W+?d zZ-?d7Mda3&QZZOO)KG#zBLk*JF_3zn?&7?QyPmR1YImQqE|+aD#5+@KGdzn3Yn-4! zvTo!l=de&ldJZez{{U?d7`}z@fh?9&nWa=o0VF8KImc1jymR(5WQXDumdhM$lEt~V zNXTQ_R~Q`_^dCy}Z`+Q>_UFPndzqtnW1O_4Z3SCtIXoUZgO6`Y@24jm9GX1(iAxxh zK2P}B;xgVBFJl5dv>pcwD>QzU3&eSP!dZ!yJVmQwofCqeXrvv z;?%TlVI!EROD6_G525Fi*1j$9JaZ2h$!{BH6EJ6QP1wgHn&rdGnr*YPs%jQTOZzVT z8Phy%uHJuc*_(*g;Gu!@$2|1>YwNEEe$Rgk^ypti)ASfb_R%ZNy_@9>Fub0<4<42A z{{X?ii+b09zA9^e4byb>X8U1~TsKwVXCuE~=U&X86ntql^WDC;GRbrTPSLpmurNOk zwT?D)Zj;>gGQ2h_tQ?^9K9I2ZN8l|6)qk^mJ#2|1=0y+;=Le|ABc3Xch%`MjOS`d_ z%F@m&NM$~1JV0!1zbhxFKhC@_{ualItu972+mIDT!RHbOp#K0qw8+0`xo_`h_<7>Z zS7f&~o@I^GFjv6gfg|{V0Oq)3DtkoqD&VmxUTp3DB79NMd^>wCk9}|>!nRq5AayzJ zc*S}5hP+X8;!Og5V_3Lh8&4`)D=Aj;vw%p?d<O&7M#32S?Q2dzrM`%bS^Q z8~1zL3ag$!4z=O_FP8g6)TPrkG>PYr?-=`LzL@cpvFY~Ds7VP_Sc{e`(;WVF@`sA` zNi~gX=Tdhq=FH3qu8cgDXLE-$z|+9NS?a?~)mrj@?EA)=vIOy0N zjxcJ+hcvr+w2PT!U4UoG=b^@bTy?K8(!5Eid@T5~nyf5D7cv6Hj}E!!yga`VQWbaD z_H%p%I7K+4i;SFeQzI`K=}-R4y9<*84_u0GlOpiSe=7SKCZ4CqMW(bLy?=(Dj1OLw z4%~F>KrNnWYJoDyeaCRA5^|#kt48D;W~2mvd-JEvQD8ns3H<6vf=Dcjp<;*P6*$n>elC4rr6= z4zkFHV;_}ASEJh`wHk|)vNe1)X)W`t(kUySk$=2v**+Bb0`FM7h_oc+j@>IG;eW#m z%|_xW9s+t`V!pWeA@E`yBFa1K%U})x8Cv-cAmSQ$YEChFpIMOPRWVf)lF+sA&*7D} zg{LLV_TV-LQO#fRcBc)Et11vMJJ(U-8`w0PQxs$<1Ey=hzC3(cvhdcGJhEJX!A>&O z`5jzNBQV72t7q!ap@+-x+USxvFOPp1EW9;oGX19v0l?kfz7hE2@qbY9o~tdiS1e-= zcM#ocbM}Y$<$dCufZ~dAzFB$4^YI=>SF>Va1 zR=%Gw$KmqaGpkjfFM_~gGYmqdNnNvR_Bi+-;(bS5gIbjxVlE0H75d%#EBGE;EjrmI zfw)o072`j%N9^MUlLfLRfKZ@+4Sm1xm*L!cU92h~#s^$%;>qS%x5&@vz7OHJ zWjH&}bG-0(hN4?kCNa{wWboWA9z3zqouJtZRa8~&T?M2l>J*H2&3u*zGp?kr&uPFu2^H}^1D)Dzmz+V{t0wl0Z(OG1S{{RhqvGGgcB(^e19nFy#Ckz**eyI5C;r*r5 zax2>mpHW{r{AKtXX{bRq%Tb&j)%({Aadk>Eij&a%bBee=hBBP36n<>$8a2+3aAKKB zT=3Ycq{cZ1HSK>KJ`-K&4=8JIkY@)SE5LOvNvtlK)<(fYgPQ%{F3l+8XsITDGUt3h zUn|8pTSG^Btf>7k>VI1OwEdOtMgIW6-3EBT`Ly_sf8YYY3|m}AT<;mL*su5}$Hxx` zc%$}w&}_!B585HIM3N&Q+z1#veiis9(k6uQIR+Z7HGWyU+sz-)pGJwQ8OAn@x0E8+ z$-nbHft)(p$f0@Iaa;$$FNqTCy4Q&OBRJbOnSRmj&p14TT`sZl2ST-uP`5#dQ}VAS zzE=1Z;?Ik^AMIu1PZ3Mt>w)3jPs=v5HvyeS2?D>6a2RTpqfw=@zpkr9e`4ZgN}UxM z=-d4n_2iIFmXrC((XumMf$;9trP3pg-rsY$8$e#ByoV@GHT-V?eRS7(fS@ee0_Omf~yT;~QG~A1j{bcxo6ad)Kz7s`x)nyNkg#usmBN z3Np3Thl&j~UO;$WNvKQ$+882OzyOSZIH|l%i+wKm4Mo%0MfG8;bC^x1Veyet(b??uJ@ne%w*#bPApw0HZ1%Fk@zF~HAy+3?nj1T%}2hie{MpLb~-%7g+}%=_5s^sAa=X$G8KW+c0Oti*9y z;4rEc{q0iJy7-4GT4{XG5X&+@V8H8we1t*R@zO~`s1-xR-`%wH{vDGCXYJ&Sup2*3;Yd5tD zyKs2|M38abz30Q4T-UJNU9`;0I&%?j{=Irv$>5<3TJ4WtL#D_gxo zTiM0?nm6ZjphZM5Ul#^4a4ML#nV@7^o5***%Y5y@1D4S~@k#>bevU z6onqv=qO#_a1VdNnW)-5mxwMdB_yP=Dav6^GY& zwC~*X=;G&wtEW|Kc0NV;?W5dU{9CuxE~g)4I&!nd&I0WOt2kr1q1X=bA_U8*3_&2* zLGYgIP|>vun;Dix^M{!%(m)|8^J8lj;GO%(EW#w*Tq@R+zy z37E?L{{S=Y@YsrYthzp*k_^Gshg8ExyXg%)m-Q3cOs%rnDUvhq@BsMDGvC4gyiF=J-@~O00cGJ(dS4lqYz8>gOH?& z0)7+ zdYYdLJRG`J)7#tLIExD-|ll1p-FK(Yq`#7bKBh(_s~vwY9K!a%5oZvyZqk zK_h|5JRZ5OQ^D{=?k*ycnaf*X<7BOR-^v3QnIWM3pgT}a6RK?9s|*mIus z_k1~og%s`7_*~x?JVi^sfgYzEdV#iFuIqn1$eF?o!Fm21#wKRiqHK(0*W+HZH zX<^)_ki-m;)Z(JEw}v~pWk{Ir3QIfgP<;UGJD;dEa>{($nIl%(Bq}o5B#txdiu-yr ztnSa9sXOdLr&`?G=rBR3Y7$<|kbyPJs;f$R=L>}gwRz8sEv@wXm7Q$X*{tRBBa$c# zs(>E5cH`#`-9J%Ymo%vyj*QH#82NFq;~5-+0j>vLPqgY+Q`$_DM~M*vu)sS2#~9Aw z4^zf5UQTe6r5hdjYigsp2Z*Dde-FL2t<&4c@hFaE0g7^@5T_jA{c-PJGx2etzO#7l zZPC2Kz$B5g#P`HbwR z?+D4-KfSb9mUy3Ax7GA}h9}I3L_!AzgC^0i@J@N#w~k3Ut_M*@q)(#3LAW+}Z;$P) zKG$gl&B^mF7jE6`A82#8k+hBw1=`7sjNn&;e0O)#yeX($MI3T9!^+JmIUZbqzScxo z9q{4^HwNo^Elw<``s>Bc(zjl7`+k?$`H|R!R zb6ZOv+BB3;upC#Nm3!l9ERz(|EozKZU)g1##i8X0%<&s76ZX7g`&E=?I z#j;zJQ?wieIm!8|qb+nZlytFYLe#Ds#0E=SX{}K&4h&LBB*@PrfZ*U0Aix1s4yBlo zwdh);_MS1bT_IlP&GeRO)+iDdCMkK!ojyOKw>*Yg_~j$n>Ri|tjA?q8RYxj|kB zOjo?=Q`=nHM(K2hEuj`z<<5Rw9g0RXf}_xNubKYl=eD#Y z91k$!CCaYmB1rml7zb}k_pgVu_@X&A2(`<^C3Oi}*%ebM4ne~xzyM`JjFEzQIThVP zcZ#{gUKX2YOX9dK;L`lLQ58d~s<0n-JdV7dm+8r_3*+QMZweqr1R0rq0inJ(yP2$Gp4O1&z!YMZwoU$xpk6Vo8~NB7sC>zMil2Do^VY| zsp+<9;dTDaS%j0Q`)Tt*^Hgmu86c6hN&e_OeF^km75p}W`{DGLR`BBL)L4GA};eqw_%8@3cE2l7|NvJ;y$o?_Oh%A?U_RYeTdBk92FO zd~H6h372KPxJJU9NW|em7#QGjUB~T>JLxT zAPf%J=qt~oD>iy^h1w+eFW`lP##+Xub8u#vuNpTpVTk8Ek<;s5u)0jK-hTBkcI1$F z{{ZV6<~#+b{{UrtPw_UK?EAdfrB9TBwbLE@e}#H|u8|~?eUdy7gK&Pld;V4PnU*qC zu@3D0KZml~RdV<=j0toZE)iKGz>H@d{c&C^@n22*cgIf*>9WY)T(c@Z4l=vB74#ef z%+$3VBK=+#w2fFlMe^8i`Omd@r^ky1(*7~{GgCo=*D4r~X9N1yIes!#E4aST@;A=% z_)@|tujW_#(eC#eeZ9VvEbXHa`D!*Qt~ef_m2uw@o5Z?>-kYQNZCORt*juSW#<1mV_~R7BmOG0VcigO3>uK+a1(91M-89$n*8)ynNFUFReJOk?-VK8h_c5 zl(%DiQQ(bVP4MlGq2SwuR=BrOJQID%2*=DD^RE%{Z-PEE_^VQTANW>x0yvzQr&Ex< z21mE}*VLW`(SFhsMZBAOTFfQ3-=DZoBiHb+RJ*XytX4a76lz-{Bewx?Iriy_Fz%hX zk~lL6)l&9t=zLYGTj|#7cEG=dayshTWSC#gLFPfuF?KQy4J z&elIL%j^3{CR27$NGI~9hR*=vo47M@d8Y*Rub*eGknr5*q*AJRAXG}7!8Gz5b;TM9Izv753Nc!|>A9*4``o=$AMc+$-jD{KesD zK2zv&9KGW!uE%xoN8nAZowQfiwxD1F0Tt@{oR&Hbhm{(t?OrN-E88tMPZ2~E05}4? z*W)L|TW=5PlH5;n098Hf@l0kX6OF`ct9g~Po%vZdAJml8DdNK3X!B-K?}Cy*>-l6VzA*zPVL zY$!?euU7aC`#fuYH`QUdyR~5!;BZ&1efBRIhrnUoTCT|-pW(2$jCFNRlDlNzv!Cqu zsQA}ahfuz@K3?Ed5nrUAvmfm3X{OrSsIdTmKZdZsX5ZPiJtErPIP6CNWbCiCz76~= zO*S~oTjKzBujg(y;=0*|Nk$UWq5JO#aJ4MHlBrR9#^=IMg;v^pF)_9o1Jb>>!`>c- z)-(bjFgjwXcw0e^(gfQcIIg=-wjcl#@vq3;DdHz~eby?vryf|3wXnelZ%WXHKP+Qz ze;St30ydJMeMMN7B2%F0*1Z}yZd1XjUCLG}NpTv*^VSx%ac|BD=B;b9wX|>Zbgw<} zFO1U4Vy`a%^d`Q?C8bfxG-X}F5Y&gpZEhiUAavrqN8&!QZEmtDRU@9&-+05uP)}yh z48s`YX1pKbR=?+YpSl@^@UgYe#(0w`hBjMuIlFy&X(d== z+|29(sOm{P3jJpP0D@=!##+~az8YJ2%f*+{eY;bPPxfOW+X!Khxb?5ezlWMzPw`K~ zdV9uMCf6;M(;Y{cxv%J3;DSXDfHc_AcH-Fp81}Ev{9of-b{8w9grL=`-jd_Yja z5MS?fq!FQ!B*7dH!oQiR<`{(cKc%W+@bxL)Na_3y;cG>XKQBA@1e*Gn;Mav9(EKvD zAu!IlB-hS=4-~hSN}d>UYwI5i!eH=?yFngUMle4L`|b&%tKw%~dbp$V4m+;t!Zcx` zY_#$;jFEX~sHyx*ZeH3oVf;NRD>)uXBi=A`$g7?rZ0ttqU!(i8!&GmrkIbFpUI_EO zUrjfc=EV^0KAkAgejiPzYRPybIL&moR-!AIq`=8x+nVYutOT$rRmV<9uL}o|(8bo2 zr}0JI9<_YlwjPR%HfvKWTGNf*hVU4ND0MwV_>5YIvR7!XAI<6D5Q zL45Z)F}R7;qYBUMIX}>S^_Z41x*)`K2BUOwWU)GP-9hbFZWdk32m=It<5ABW77_0q zI-2@Qv=W@8mg>ic8M`FNAhLp8IfDQSWPzTXR$Lb`O3~WH(Yh~OHZpyMYZewZv)o*^ zRa2&V*D+urxYlC1jFiva8$Zq~$;MPvWlAX|-jCAfZW=CXZM_lE%M@Tl0`Lz!af+#` z`AGzs=L&Y5{{WsVLC8b_l&~I#xL=LlDgOY3cfh)ysH7~A*~rQ2aHRLe8J%chaI>iT zFVI*zbFW@7U0Lzx!0mKge%ap|yl`*HwA0&8(5&R&kg}q@@~8tJbjrPs2_nAY@I?N8 zhYQOna?yg$7ilLRoqa3w@AgR3bk7fXPQy~RnrGDYd+GI$5KnN}d2Z&Fiw77S1=xcf zlvmro2Q|x`Q{=e~<^l4J#{hBadFfxCaGqlcW-dMSUz@&mRHFR-9#Rl3$6@{5`+8OAG5u zv}a-jqZl~$&wPG$q2ql-S?loHsskkU4#Gm@1qw!UpQzw;tj~tl^WADcXMjK>+xzEc z0FZIO1EpH{k9YQe8hCyrOq++ffrj!jqAcf*INQ|p&r0jVx}VsI-$c@1_!s;Wj}aJu zYBZNd{{Rp81-%Z==6xG=%OlFjMsOGpKza;+OjPNot?${D?RGE#ACN9Nt126+0A9*A1x+CR?g!i z?a1f~VC~KZPDeX<8O?b-Ns`fZ<60}!^zv-ZtZ2%UWxpQyAvHe^+qhDq73M#^@~{~n z#m{}%H~^0I%6KQhk7=k!skTW=HbT2FAA5&W)N&hkIQyhmvsv1GyF-a~5W+BVj1hs; z0RDBA4ur8>$udP6ZezHj5LvqQBRKcZe`@rq?x%6CTEzrOe9`Gf8=o`Hv{a0&tT+hF<-tyP3VYI6>Elej zk*#@+SIk>~GXNekbDlGfJ;|*tLg_8-RNNqyNC!A4*!-aX0EbHUuvmCdPEy?*6{^Z^ z$dc4bW8Lz6^08OIBq8W=kLSp%u?B^3&AEDD@JB($PfE$rwU*Q_WQP()@nSdLyf;o% zlY`f{99D(Yj?no~4X(o=rU@e>k81U)RfC5*IcEl)iZk9tBTUiH6O%J!MS-&$e|AoI zAd&djE3R3|1+B~5$iKX49ZIifQ`JG|(*vG!Tl$UYf*H3wWnNbKaz|CpSob^w--^Y! zznG!4dyKqfau^bDSAucJu^yG;l&cZ{5iH8B9TW184(^ZK3)01 z1oB8A`gN}#@y4dHL2>6;0>gSX=+F@%+P^RgGIxF49@)XhE7SfWJ)AQw)N3&i%Nryy zNOm%kyaWR~n`NR1GkgiXb#S{!DJ%AvLb6>G#vvSMh=ze>d zLfGf(eEH#h66v%(iD;la_YRT_0K!SuNXreVRkpHs%bX|}6Lfz`hZ~rQItQj74dfwy&1C-pQ2@y8~%rtG9v+6Tr^Nq>P$u z`jf$Wo{!=!F5gv#$U0j95#A#EO6>$7b;%LzCVBFr-0XK}TKiSOV9crI?TS|ohivZLGBdDb z5rQ*=kz8+yHAyWlq_wxX^JIMaF^LGmvhCi*GSXze-MvW0a0W#$33%DH&0osYZ!GuR zf|lkfi>~1R0P2;Qa$jpNIUHk*R&U20K1ghBbvfJ0U$ltdWJHWG1PpQWfG`^e8STwf zs$Lf*QstUVOI>P4icJ=8E;6^P_?*q>4D=Ln2S>F;;-dz^cPK~x0 zJp9JW?d6#pA#!-+4DdJvV!8hShIg~+z9^GLy4s3mXs(%6l>~c~1|2iTFyML|S6lH* zO@m0&p1@k{0$s@C2g_5!kQ8!Cw*>M4=rLSxnsK?(l8lk$S`L+Z`uq^-%y+c0rdaG< z%tkrK9Xj={m*S6v^*b*V*y?(f%S|P`5v9vOnQXGL9de~}!DG}6R;PsY2fvQfQZND= zQIaQc09gneWwYO>L4b43b=sbvX{@fKM1VcHkP^ts%kqu8ik?Tyj(s^Ix#pUSM?`g< z&j#^Djg`%m(e89tQ;{eE$Rr&4j;9@dwejzb{1qp{?~OWL^pU*QdX>gtl2iNBAv}YE zdB;z$HTH*y?d_s2BO_^YR#2o24*vayI%2+J{kwImPYif>PSoK{-9xA>mhN%`5HZl7 zL6cl`=ljl6(d2xW>{9Vahf4U>qfKpYTl;rRHjWg0#%Ru0w_Fl4Uc0CGR{Ks39CkBB zav*6MTbN2l2?LDdo}~W(oL3|J2z(6jKgI7ALGhE~b<3Anis_LMRUnU!Rd~*G_2$0w zvG8YrqSB?a*RE{TN0joeB~k)`z~_x%jO-i0dFZlr#J!`YpD78{aO?w;MxhJ09j zDdDYJ%3l)QO5bdWqPPKx2Lm9GKJT|&k4)E%{6o>TUy8pSyeVbj9}nMLSn2l)WxEzm zu@9SZp&5*;VoB$sGNAQ?5Ki@T$fzx_ekUviySC6!1Ab zfz!9Gc{pm6uu|u8O{CW6t&gpY%<20mQIbukv)0<5CEi%-dSSRXhnfh%o{U>Ln+r02B4EpkKwt%fy%W7kVw3wRH<-VFh1k z?B2brI`_x1K_G_bO-UwMGOdj58R^e|@HNF#F~G)GbrI>&%XoscEgB7apCJ5u_)Ggi zd{(e)Ei=IFrrAdLlu5dHkw_5q*Mff+WTloGz2Y7}^+HvzpkTym-<2Cvt`$71> z#Cos8ja7U-6ncH~TNbyRjP}X>IIo1h0BYA7&&HW9wfpZj?r5d?q(6Q0$QAUNMrlhC zfvGw!>L?(eL2m?U=TFdP@*~J50->Zz65a zXZ8GRsZAp4JDZ&{WIOGpD$R~rNyx7&7oAk4B`CcQPYc7Cd_-I(wLd$xZy&A0e6QB3 z#jd^M00HK?q>M=5?X7JvV2t9we8plViJNTxV!}{V7b-XH+_1r^mR3=WW~30!;cVJ>6&bD#Ok9t{?Kx^oh7}c(IkQf4Sdn!``hmm z>Q8-tA$*cl8sNzIT0Y%Yth7ge5OGZ9hjb`C&Kp{q^IE@?QNCi&At#>Io&A>5$+9%b zCmk!Py3(S4%PY`oG8+|*&muloU7GKt7hlHAAnMLpHPNt zi)^VN;EMa}_HX@~?KJox3t|QU{u<#wX3vFiK(_DpVcR@c-Jb+}4Q+342kuv(?O%xT zo^gqg@kjoQ1_13|*Wqmj+f0c<#s)E-DyD;_TUgtv z+6NV^myyT!NUz8$Ve4Y5T>U9kg*bAfpt6wyf$7$^wCUpjDeKy}`)yShA28#mHL<1Y zs>}g#>(;v{<&G<3g1tz{>>zc>Aor!aol-JM#b#S-Xcr~1#Z=VwxX>{YcJ;2>Idr7< zJjpbj%)b}vijcV7+r4-{#XVt>FN*cIz6`+i&2&1gh`Vw~thu~19Jvkr>+}j( zXwq6E;%ee&QdVz6!@ei!S2~?ok_Cu&?Oug1Xr-a&Vrf!vyFOU>Y2h(%@z=uY@$kCbEO_)a`?>I%LH_^y2zZ3QAYmW(dzQ@IuFm8Q5@h1uW>>ic+oBIfSY1jTf{57)Gw9PVGc#(Xz^H;j{ z$K-4CZxwRPb|Vjm#6mZWZl9B9=w27&@EB;~aPyU?CYoK+Rz8WpV>+S}$UW+C@$X!) z+5oDTS{|zkVtL3aIVZJcT{Iw|CR`jw zI(;kkz5sEfcg#3r7r)#n|+f@L_QIaZKLegLPlSXnr z?-g56l>Y#17`Eqf;B#MRD8>{e{plYPn{`$CBBU{{t#Gm9X-4E%S!SXr5iyJbSvn4g z_VTsF$}-1*Ju6yQhT0l;)v7#)X-ymxg!#T~j&W4HF<>pE$Y9DBAe@p7XzM!um!rBxd2))<93nBn zBaW3zRq+;?quWPwZ}XYh0H}F6uLlzxBr#szb61A?o`o-ODn8CJ(pwrWapx-q&e6ao zyp!W}w>~5A=BeTLwUP!A6%x1IU`J4M*V?^a2H$KX3xLWA9`)njv^R}3{UgH{$Rs94 z1~dR*mMejeLCtuaS6(p79HlEOKc0uFkW!TM2*xX0uaWaN!hq20I)qYR31E(9ia3=% zSc375z;Xx~9k|7Pb^AN$g40HQUP4cskr^W#eq2}0Ukh|7pH)e9EiA0cqFaRxy-6oI zZ+w2W^(VuPQIgRuZLNHmf&jVg!0GK@pYSuKPaO%>dtS@U{{WHqTx(WS!@5-Z+UC~3 z9Cs}{wEcU^KxM||bSS{`bK4wNz2(tMGhq7dFFUTU#x-aQ^_rNhdux@87L!3Qm<;I9hMryT7fk_*&;Qrm8BHMkKi)Fd1C!814M3--Z=#5*bQuXSv!{ivZZj>P}8E#aFwuku+IKFu;(3 zBL&V0QP8Vr-_-RB#xoLq4 zg!zrwfz;#i#eDbT3)j}S-dSHq4lcjr;KW)*m^1G{jz&B2p1#?xt|!Dslxf9z{)FUo z9Y;3LYw)I^g4HbHeaH|AIZ{VK+rI~q#U3Ekw2uzhTxwd4!oh268Ec6oZ;~Yd633|u z22Oim*ER6pP`Z}J+)nB?qOQco6m1w>j<~9S9Iy4a(pyi_?B<*MLeN>r@i+RWmG*{V zyDWiAWk5N|&lPkt6teGV`fN<_f9<@N-*ZR8{w<5d>n^O5KyBo>DPka)v6kQE+Qjtv z@>pY_z%_rwy7i`sY?s$k?N_*p4hbch+$s!l+>HBIpZITBheZC(u(7y;-rV2A0kn{u zBt=YXv?{8ijiG_S>x}bV7PoVCB$70;x7*L#~) z!m4$wwk;+7%(t-GT55Azc^A>N#@}OksE6i(w*nPkJ+Rmu5n9@wvl+Hj-^7w2Q@aG@ zo&o-q=9B9ea@yZs=~~^B3yb${E=i+v3}~eyR2d#G-dtR!k9< zU{S^oT(9TnwtLh!~3`=!)_oSbB2((3woys;XE)tG70Aa=wg~hbqE>aXx4OFbVAY{Aj}wist5f!K<}yV5W3?w;Qc&n>OOm$%3Hfi%8t(}xgfh|Cu!OM%95a-NIsQ`1XnUz z-3En}KblO<312U8LRSNcKK61>LY(oM>#wZgxtr~=-H6MFFx*OqY(SNkGz2L5hWr!2 zJo3h9H9WXU6{@Eqqu(QWN=V-i8~ zp^NW1AQ6P+xd8KkaxzXTr;PRCZ4LIL6kt5Cupyb04621vcKMES>fhZM&paB;vSVo! zES^klC8&`m5ugAr1_n+W=0G;{)SQrc)VT2cnueiiV6hZSO|o7>+e7SGcWfVc`H!+Z z?Z?Up=nZWd^f8oD)aZU4Tc9ync>~L~kt0yxG+>MZM$iW0Q1t9Yb$=UlTUm6AOPQ?H z%LUh;8c3*qH;jxsaFSMWxOK9X&cZ8~eY!9c)7sEEX|W^90d@goP)wEiOL zP+jSf#ViHONRhm$Y#Ed?u6;%b$l3=P&PFS?I@7VmQp#tWd^^ytF=->pBsP9m?$GWa zF#{X{kTwhqoRWC&UZ>-~3r*r}HsbDGuQwrk(Jl7R<%OsBa6X%W3Bk_Q@isoy%2bMMx(UMN@lwj`abJMnZSHhpQcaAK+ zDtvIzz8Pqf`PSC=>eo@HATc~I1oO9^z3c5?+9u|03&A?)nua#}H0sh8JJ)I48MBU^ zk2%JBSLdJXv!=tY{?JyMmZ1@yR{f+Q#&>+!AN_A?@ue?kO08%1Q~Zyj!c$f8bZ9TP zB)(Ti=%2!m3B{p!Qr6nRSviq;1k7=0;{C=I@;K;ELGr z&V_FTL+n55C%0K+J5B+|BR_>+y3-LMbx=ae!*^fCzXru;RV7)sC%OHBg2?c&p%oY< zqUd<{#!rf#1^6T3X1Ld{lY6GydsI1=Q|K4dn&N+9{WIb}j9D;NZ2lpccvkzY+mq1yNd z!q&PMhwKrK1TgGS6*$2^{c6`An_%$yRAE8$RIBkf_H6cEz0O=7S&YPH(w%k5PLuai z`*&Nn*>>)8dhdrVVOf;`EQ&@rI6l?pejd^_eNV+Vz96`a$8QWjW{%N-&gD7Z`5N~N zohmzf9k?z1_G8X_pU${zZw}vE_?J=gra@(Js?e|T7yc~gwS3(SZAVT?v*{|~sm7#Q zM~8mc*E*H2!ChASLUu+06v&-KWZ?cBk&5_7;clT0mGNgtyS=zENBy9SB%!f@PBZ$~ z>9_3};GHsGf&L(ZbQ=>)k-lT;k_~=R>W?H>W>{F|TOo%~MSjEK|f>Gkh)~Yo^|e{T7Euh89?vm64YqfyoD-%C9bfmjF8^2tce4>6*#-6xUuV_;=xt z5KAK&Z*+y+L>uJGPl+-v4ZE?3NGR6K0JF&zURQC!b~ zV$>ofwF^lhc{1^0a*EKQS%iEJJQJt78KUb5!kOMaE5P*&=`st$#|k(fp4H zCd;;}z+}|y4gmcsJ8%ksN8wV*C{uzliszEMH%~#5HqlTtxF0X`rrg~rKPenlSGZCO zZu-!cpxv2mE)Hr%xCgdtG)@KzoK%s{ae&{QKV~j_8UkQ?56sesZ(5|2I5`LKsS@Cx zOCQFUDjIh*wEMa2WD>;PJ7&5V{BfzI9#D~o80%c5GlRzJvXg?q7W}GZPBPsZLQ{{z z%lF!q-Rqa0a@p-!cX9xxrk3a+z&)!z?%+N^YH_A#Idxk(C^9MoRzN7F5jLC&IxyC(f@(kZ2oocS?=j}O0aZVH!osXfD#L&kU z)swYWpT)|INq#@xuQxt3ZJG0Xblp_0d}wk`{{Z}Yys8{Dmgw{<=W$DO)gtklV$~k<7O^4zCNbAPqt?8V4;xNYe)sjN`j3p}kPy;-wbh5nVx+V<>*o=1(VZuZykX`mfiLS`W#S!B z-AYs(`kJw+>eJq3iygl8k#HJLO?^%i0SYnEA2o`{PPDXUe6bchQyK;;aaSErLO)7s zCUOAdHRy62T+gA%c)HPyO`hVsXW}NF2y$1~t$V+VU;-B8bgvxvhi(eV&#iUgsjHm0 ziMt;=d_dBHFNGcJ@6Y%ppT<87!|+za!P;%QjYCcjmys&-_l_I!74XNz2yr8>J!|T} z_#@_zX+7_VuPzi5=f;bX{?2Q{@dF7;uM5YgCA(rnu5`ap=k zd6@78e=F~bP>(H=JwL$a;(ZNV931?nzL)qdt*z&V=Nwi&x-H(mS(_nx;Pk6e>q&ZLR8xq?GHRBEaSojF++2P6Wba?AVkHW*rmyba z{{V6MZ7OqwC8noRp#(uk;AAKS#WC~DVl#pK zRLh%)?ca2R8TP5-xQ(J4SaLeoWjb`}HyFEXf4ss|l$GD18DO_9D{!Q7=}fe^bZ2RK z8Q`BveakP)6UYG18LFC-N~lB~h5#Mw3bkDu%dv2ZpS#@o>*G(4FLkflP9F?eMIg1& zv?reCRmf2!t^$uja0#x@!S_)~WgM4RW=R1CAWlYmRu7JRIjX~~-)dTgoKZ`7;Cac( zWCMUtwL#%sMtv$4^BZ$U*cs>i^smIHj;gcTwJN9YNxgKpZ9NhCTEkJPl~bom-s($F z$MHRxZ)JwSeWlmT*~m_vE9D>BN8+ZDto(1&z6e>F-%-D_n)TY+BFO|%kh`Qk6tQii zJ$bKs@Xv|l)~)2Ul}2OxbhI(P8u%+v)8rGIc@<_~A!99&I{e2N>-tx_cw{df&NDyGnL5{-5SBHU{v!9U}L9G^Xpq)TKRoB1J|Wize{EU zHsg511w7-|iu(!R)G-dd^*(+$i8_AIp-$${k1^rgT;w{Aeuksct)9b7k~vuxY2_v| z2j0lQ>+M&imMuR`j>w}rrV&1Dk?ESt)Fu+h_Y;*X3m+)@V-=NkOAk?0TDyJM+^Ssl zBg*#w03%yU(-Ev)+c=epWgzj#wKC-<`&GGt8N$X`MgYcgI+M@0)Z&`jgK9n>mTemb zAfBLntk@ak zdsnY~L)SmEd^vSIjsQql<+5-(WPn2-pys^W!W3ooe!)zF_10yYr?gtsj>DX64 z@#4e#cSO7J_M50RwcY#*7UJCmliG%4jig0#0eoOCdKS)jHND~8L9M0o<|)yq2ZhFQwDxwRT| zo*B#8NXwb9rkT#D-WS`DIY$cVWt^h9DEOAoV8Bg*>{WLo?mNe8x$|&9v?^ z3pdD&!{!4c=sI<(7ZF=&P|GAwZ3ItdBJ#rdN)`Ok8fQC>NgG%AOA>iCPsaL{{{V(` z+gt57R$D1&)GV!Jk|-m6krFq6r)cDV5{?EAat&arURs)}YSu?_1;lomfp0xklF)f< zK?P$hNgNDgJRe@(@c4>EnWEmnHqF7VV-#uDm-z59zqzB*le5)p}GDN02N{#L+w#b66X-i(2O`HR}0h? z>Dc4Gb5zCU&Bm(~NSHG_D#7#PK4XyOfyUjjl`ZrFv|wANfEg`bB@rkNCf*4u21eeU zNgkncYg{a^Ee&UA?s=EQi_Je#j_|ah;SC}ejH$~jF5}6|E=D_N1XsvkAJIr#cUOf> zv7z$W<7{%JKyb=8Yym;&Kt6`P$oP+5EzE9B3P zS}{#n-f7{T70E?ZS1NXcv@+na3J)VB7e>eize(ZRm!#r+{&gFu$sS>Ar$&PS1!tIT zTU%n=j&_7m7%anaKY0HDA5LqU)r1l1#z#Tr4cp<9VMJmhc735o7|8`$`QVNYdblo` z+D0>CDIqOzyV??PDx?-;W_Om{Ep}nNu59 zGn0dZ^*f{IwYih6NA@QkY*R{hfx6x#a!Hd4t=n?^q$ul(n?vxgh`dz<`od0OS)XOC zp=2UB)<8*le*13Rc^$C0=qrCu@XY=o)~u{Skjpj3#as|uF4-rl;D87ncpa zdOnXGy`&+MG}{`gf)^`-cpVFN`g>JUr7E)WGp$)tN6wxb_-*3L?NQ6wHM~ndl+5IA zDyIc^Ivtx)SD|L3bZc2PbO-wG?zG8SQ{Fb6P$w@Z6fNhAdvnHj>|D<`)}; zg?S(XM-7~FoL>dub*|iE*OpMr*q*z>w(|3a-JaZ_12y7XTtssvzka2>rr&Mf;UaG{^f{9 zX5@fDS5_4BDpjSlT0WKVW|b58dfG{l z2==K%-)US@YZ_eE_prkR1<}wD!A?Gv+FSS|RMT__+eOo!@)cDn0w3OEf-#;BGJiVr zpA`I8@rCT4+20R75o>y+u*zb%k*&O_qh&ub<%r22(!ZN?44XHhiI)2nGZEu7B^wYtlA(hv?fVh0~z zt$CBm^Laff{zstrnm4HQ-$5__k#xju1MZ;ieJdvV@+*5Lx`t1m zXb_y|bCbnzz8Cmy`%CpG!N$~P$v!oXS!VfZOBX!D1grAj2QgdCJ{>yRb zdP->CD)_CcHs<>^rPQ*73i-(bm{*9 z1o5BSE8|v+ZSc=p_+??O!20R1Lw5{q%xK+n_zso%`{2)m{y+Got}c(@{{RlpbY69h zt~MVoGEeb0PBWjvzf|;(_$8OY=hWX@@ie#kuAw;n{FhgZ=4K~9HahXg8T~8Qd@=hY zd_V9fhUACA9v_0z(kYeVw~YY(;;+k+2R-@Edi@V2%&GA122`-{a+IvwlCr<~c0ViP zmo6#B!libj7~LeD^uOoa`Q!F<{gpl6#oG5oOqXhqahec8AAjd94h^Pm3pUwS4odePwmS^f_Ts)q=Wzm0B7~&R`72L z>9(mL)L{?+49g^$zy~@0mE)x*5H?A}Fs*6!(6G>>wuvhf3SBi*Zqowf!2?x%}}>zEb^-xpC8u^y|xD5S&)7n_-AU6#7+tUfau3 zHsZRWhL^LuIqG5}rDV=iQJ2eORGREy{M7AwZIYGUSuJpTn&)s=u}Y)0%@w^E3!0W2 z(Vf8lwT^BNT6|Xy4?KH{6h+S7=HlM*l4;9#k&tU8Zg}VU)Pm%d>qCJ`t4!FA?`ZX> zoj~UU^Q>jMVcwp%hZxOIBQM*U(rOhZ8_Wru%y!TVSPlUDRAtZFf^c|71?abHk;JiT{C+STCVu#l9SvGsT?T;m01dsJQ}mPo(W zo|MUTsTh&wpQT{w(n!%S8RD&~$j1a%7u91IqCE$Socfvzs5>57u36qpWCSq=vZ0Di z**>+YV;4`QQp2lkORpu=-m$xrU?sDW+O3CY9R9UJ$S5Nwufvi7p-@Yq60a$BBbqim z0mdo`BV;-4SEOD^2k@vQP775iScOrxQ*foTj%q1YdaCpEscs3~l|8wrcd#elu{2u7 z_h&!igbfRQI_A8K$I*;Q`1G$`@l2SBuzOdMc<*uFxba<>X#2?KuGNnZ@#Uhtj>f(J z0R9PE<9lBZc*|Ds)a(@8NRk45hAYCna0cf952&wr{{Vt?{1Lmlyu0|Ns9pIs>y?OS z83Vm?@r4RCxNf~Vnq6t@x;pqKrFwi-Ms$_z-Tf_Qeu3QUx_?)>Rm$}yyxaDZ@t&V) z@Q+!R-uwxpv~rtUka5L%Kac(^Uh4Y2?w{dpS2Hi7Nsh!{_v z2;Yt}GhbVN&;I}wv|SU$kmy$T!J?4jFb-?u#f!t9Ai7Hrhc=4^rJS1^%3Y%%^y0mj z_I|#%(R^*C!KvAnK4=@wdl1VZPa3P!e6IJmW9Bm&lEq-<3CEdRe&^_ZnR^Vj<)d5& zO~tDtP}M}*irPk`Dz-_*Po--1QR&bzU<8qjaarCZ)Gh20u9XH@cI{uO)Wb@q9cq3p zO~x39p?6l)mf_>E^DtZi)~A-j{a}VG1^_D!`Qrk)WV`!xklwVUd3@tF)9HHLW-Y4u zI34;|9XukdQciy(rmOaFN(S}3q8LJx&~>c~OQbQb4?eZWYMTE5*`qBCnFFsir=ja2 z_TDy#@JBhXN)?nR$a%G}a+N-E_lPbIN@VBOlSIAqELFE~rv&Dq@eFetMwUKEQ;ho5 zei^lv4HZ1s`IzL4`q!OZ*82XNS+ZkJ3k!cUU8GsrSs1nlr%H}Vadfc0Nx|l<+dL2; zjnpY4fr`#Te%my!AUHV2dREwk;Rw6x-lsG*ZFV`oixyGMWHP~9ki9vtCDSh$T|5## z;*ynf{(D!Zd|#4tro(cKe7*gSFYjz82J>m9C|Q86b^{rUo+I`_`?U^n*~hiDy+Rq|6w7;n<4j{5ZPR`ip|84Z9qO z$5ZvKh8|9*6k&2YXFUBYIuohvV)a_DE~c1@aQ2d2PUA(?E$4(XmM4HRIjxvuh(u-D z6fo>MS2?0PCDB(^!Y)pIYhM2Og_}uez!l_%7|0d(_zL#J^Hk`3b|#naZ62k?xq%c~ zyoUq=d8p%P9(g2z4;fN&dU^`x?=Iwm?ict3l_n zi*U};sr)CB3l6|%IICY6Jnc)u(CF6CxofRf%X^*#OC0GbazPltPCfC~urBVeuC%+` znB&aI@)!o=%Yl${o;^7Aubs{Da#)XN9-61?)9(DwR|AJmmow|9s)K?;@&l57UV3DJ zI@ghms;67pcl{4X4Nlbg7ejX7TPBwzb0bL;KvGmug382h$QTMvO?W@YFA(Uq8cX=1 zOOTfOcAqRpK<=?=n-e64So54TDg0Oy4_ft462+qGT3wp>j>1V3PSjz$iR9b_R|r6k zLIW=0^AZ8$0AyrWhWuagUWcq*LNv*(Ueid`k~{FeTN&?Sw0R-6$tQB71>OiGxsL}S ztAi6&RE?4AWz>0U-J!k*@mGobZ{irFy3qd0ntC9P{$DLpd%rVesFD1vL}65h=y!rM zxYxAk`q@oB5gwU#?Ie+r7VW-JVBb89#QdNQx$F<6co&CtiF8{D76ogOZ*w$vGsw*v zM=0|Pk@BgLS23KNVBlm|rTAmSmls-V&m`d{gH@h5t}v=DSpNX1Vn%XHEO`Ya5>$i<<|yZma78ACdw+kdNvzn(Y;@Ud5;zh?K4+eiljfh| z^3L^dn~}J2$gNF!%*)}c?LJ$klwLt_5=)Phag}zc$RI8puRVP^=C+MacV@IW-7jY~ zeMq#6&kp=N_=BeD((Q&H6zR)pV>^-%UD=~Zu>-pS0SI--Uh_vhnOQ!K&#^W2iK?R|RFX z)NQf*#dXQ#5?E)Hb_AT&&kE{Vjn#&t+U&N?ePyp-TUmbZ-&_eHc|>;^rB)SQBF zYu8qE`BBE=y{9$x+5Upvc=y776Vo8q_04k1FYR4U(@)c8xViF{d#jlj$+Qfh@?5aw zcl61w#?Hp_>fSjS7ERGAv}FL5p?*UImXs*L3N17_6YVw)7GIXKP+bAi^rM*X97D@d;Amr%2fQKcSn-M&JtxMvP{ zR!|pU3~&ODI(@n0IduIeO?e`>cPjDQ{gNiZW-b&Azd!=#c1OQl*T}!LJH>x1+uNDf z%b3L^p;<^LhE>`RC8Sj$aq{Hk6JKw`_l(?6GcuBu1ka!0w<|MCExg`rU_wmJUvAFKlZ+6hj~E9$iu0cucw$?B8QFN-?GqJ(7q*>QzC?-8 z0U!j8r+FQ7oaY=@rKAPdcHFT5Fatet$4>YoHIb}ou-rSTj5J9h65=r5HgZNb@&F&L zcC~bH#n{2{4y?M=7t%uz@?p6!+s~ceb`$4tP6_$CG0sLP*JWKd#@a%_qjlZfmh%@Z z3r4Z->-SCyj8?vc{{Ug0Z8AuaB7!9)!)*XC8C6_yjt}Em7SXP+@iOw}R7qmdtm1~y z?NQ|1OP7dz_G^s6iH+k?Y5I)q+vwebA&*q0blK3kud=bg>d>t5yJ zjb1%I#qMPvG!Z<^<(n&jdhvofaoig6FNhj;pLhE}cvr;Mw~>if#^M>I4f7Naw~@Ca zCo9G~8t=S8s%iFcOL1{<(ZOeA(@zjTbbm5&#s@soZ*lUuSozPzzA(JK_?H%%bsepF zJI63F?Nu2J#{_^!J3%8j9@WJBRg+9*mJ1Mkvfm(5Nqmx7zEj5oA58W&SN6Bmq0l@r z7OkR)Be%IeWHQ4c7zFN2<1L@O4oDq2HA;9cJVoJ44-}c5jFyqSu!b8j$TtJe2MgDp zwc=O1lRc_3QHn=^cu8fm_>Xg;+$LhTykQh&NeDNCouu*ZdyYF-)jtkAA*0829A~4YvG#d(C1L4l)b)LD_U8D$x?HwS(3vg?iY>|aL-jp!Mh_Y3is`kF+h#2{!!YUX zr+JfF+o%&W;06Pe$>bkO`9Dgq)ij+-_f*t1Gjbj^5uSK#=jaYG#Z~yF;ug{T9eJqk zDkHTeN}S~50=T}RDz)KC6K?N+TX*bse{5BSIZgCEo8WitUE{xupC2xKRp50BOB@RFB}{cp?#*r;Q|I z)N(ocV-(MTHg+C5@ZGP2d}Qr4x?CiJ7i^3I2+yd^dH8y@YhczQw63paypi3F!%&5H zhNT3ZlezBS8oW#50sBDsZ%VcCHq95wTo3cbd2jp_OT`{5(*6M5 zYd#y-u5H@h;x9ez<|;}S!Tl@Be{U}y_|w8aA3Qy-_*YYSUfWACM{T^|MjN5_{#EC{ z9sdArjW^;C!97Fawz*=_>K8Bt9ApwOat(S|Y`+^{6@|poT+q_%vc9)D-ZL-5Wq6!5 zUv_qOZ>zSJKTG}uTH4)wDDayq7LQQSpno$Q7T69?y=eH^me*BPwNr%oNga>*HJ|$^ zT|)l=viHNyML=aw55SBMTreQOfVbV3eu?OL`sv6)qI&V6h8i;*A8ajRva-RUr^S_6*NL&SFIkuk+y z(e8n>Tw|qX_>$`|zAN61CF~PEa&_hH+2-CNY+T^`;>qm_+vTA=Co}T z41Fq;LxGC19NRnolqj=0j{6$+#AIgzuEjXvLF3x7?XJOKK+n0Wk=^%E`qfz(#Wc+( zod~M)&ZKY-d)0rnwmN>a(P8QV$@1SVUQy$rm2z9xiuF$uhVt6HyT(y&-Cek4sm+MeEb*Tj#KgZ|_4K#w%i@cT zH{dGh`h43SRAnR{d)LoCFti7Fz^_gHpY>^C@M7uv$O`8fHJ=gT)+a1U?3y;=3|G~& zru)UC(L5uj+xSO9)UKzK%${xR%y}f5)cu$>DX(;`Ru&`|xP7BN0X2uH>M=p0P91?I z4r<5jsi=gG{oL&a;kMW3Rj^7?lRsF7A}~;j^F6=8u<2d~(~YV!t2>u+dy;crhv07# z+exo!w-B74v@c5VuNmq>=HLkKN`OZJtGoCcsl|8V?JG}dw-G2f&3OwbolI0(>dxFo zYetS;H2Nd-QrE^7Rz4cDn&tj-iW4Wja9K0IHej#rVmfhq=Lbs)Uj_{LIlw;(69`R82&P|@t7PMs2Opx4w zLiRl>T^Gg@T3HvKQctdXSB-cZ$G4E(%cttMUn4o$xc1F;6ZnqY$YO#(!*5mR70U3E zdZcwMR4r!CtHOT~H62`D-RcqSQ9CRu2UYD}li*ER-q{{Zf!ummhUtDO(=@mqX#mJS zDj!<(PXl<>X7JRyfdhe%E6<)8!go6Tv}#kbJ%Zu~)imQBt;j;duUdQCHl3!!YzZt# z1*@L;Z{mpcjWHy4`Hw-KmD#VCG%6$j{cC8^r(PWEc8@BzJsI*nu4U?%t7oXg6plb) z#|E=?4NfgR=ed#bl6%zNEWS2cgd@oe76#49Ruj zMPtU$I_9|9bSobcMIE)|dD`KlByy||2EQ@Rr#x07{ajU#zR79F3rk&-)a!gVc9wnx zwOQQBG%=#c-3d74(%9<=+LUrCYYjf+>TanImI0Plz$fZ@S2i9yT}{#% zGN{;64s+a5h^bzc8d7?6`;2Kqm1?z8*Zv9V+I`xjPkOjJ*OBNk?N+q?MhmF|xhfCv z9x=^w8YZnQlB72!l^ID44^ORhIw14l^OlbjHOqM1KAWK2TEdd=mIp`{B?XHSfyo#HC#kISNXAuX zSFxrCnL-gUKWDET_;Xb8H;B9~r)mpvccN;79YHdr$0V_&!FU6mt~vDlYu9yar-t9{ zk8}H-m}G1PUYTKxo}GUx`9t*T z-zU9&K-ZDY;rQ-y&a%Y2-K8m&ILR!hBd2PvAI0-$pOL2vg3abSs)*zRcrU>K zW_( z0+qx&|JvR=3QKt$pduA&639%*~m5Q zJ}5Fo1QOfCutOrf++uCTV~hfrUSdM;WXhD&Z*?0 z#8u^BbJYI;tn*ZVeSUC$>mFLI@>zGk_2_!oE>#xB+Ue%*>IrpgYpaX7fQhah6g<1O zqsq#P5-`L{tmBWFK*<%=X_t?xY8G!bsytB_mKYU$)rROXRDHvcR4`S@JoBC^)z*h) z4xgy&p>|6&aYHLHC(Dj8xgr>D2Ii3Cu1!C~DRFbF%@wt{ki;1sWO5(P$-&OwlmPq_ z-G)aZxtnT8?44CAZKbeTYS$M(5N>qy1fs^q$|e)ZG8m`1X$BK$>Jl)YFdxUr;{#$j ztgbHp&mG%DBe-8K;q&{IRwHQnaDHx}XBi&Vo2|=v{g(HZiqXc%V|$B(m4S;YN#(9S zW*iaQsjPiB#L>&BSX=pSH^#!v3_v`M8x;!8_i*f203J`%6;5*IvPKl?x{$f+b~-ec zL-#Q!ktMW#Ok1-fkl!(G0SA%P^u}wQ(sT`0+B>@z)qMMV-BRZ6X|AIMh?#*l=%eLS zP;s8Q2aaoc&s93Mmuj=$D!dm9B*=}Fo--fLGEY354{$vzLcy$TV>)w69n^s!PnBXg z3x+*7$j%QrucW8TG`Ss*I4XQdtc$gww zv~q1b3aG~7SmW^(m!)bJdf$qNh_w5JNo@62(`A*Pad@KM8a}@(d5lQLbHVl=#t}jm zL`gcAl$Mq?d}j%LJ+7fZT~LYsQVBb^7GeR<-RL@wE95VXx^4VAg!b*H@po$>47Wf^ zCnJEvg3R0FV9kJ_FJ9kV`2Fu=@br<|F^!!S1c?^+*_=24;}{%_oY%;owO!4fhJza? zmkPYWq==^V1czis$IRa{sR%LmPc`-#C8LS4=i}jg9nTKb;b@Fv2$yM$I3yV2LR|F? z!5pI%9Wmb^*Ds?-6|L+#boz<5xt{EP@Pe+hHeKYw+=>Px0G@z>k(%l5uOf=p@m6JK zOY5NPyq$nP(2b47fXLx`0;3tPG}3iM)IK7aEM{O~o=K+>#0-IplnBJG31X39NdzkT z^!pcc=OXTVHj4{M;#e=D?&=U=Gp9lq0C3q7XP$G|*QQ!XLWN*9w@i$X0N{5d@(p>9 z!;MWo*6x!;qB#o2+xoF)I5Ho;zy@p#{o#|%b@u)=wu{Er9vlk0udU{laKLO4l>?33 zmOLK#73pDIV-wBAsY*wCWftLyRE?QZ_#BWqBc=uk>Fv_0YL*x__JZ4Yn8r3`z*y8M zCppOH7{>>i(XcF*p!plHfO%m^!8rhQKc}Fo{vt_O!s?~Wa_@HFZBxN~X9u3gjw`+B zk3C-JF0fo*c!b$O35M3%6E(wNsq-YrL|kAT43c@{0;biXi%y(d+a@KNMrHsUvv667 z8R>(;7Z

0(SEm814&{0aZZh#~tgC)paW=d{qUEbEp>9a?dUa+^X%g zGjs%=Po_DkS|YbR=Sb9SJWKJjQjX(9VRNG1c`I-icKD`MVB3h`lfc0s44UdbC0|Is zWD>yTZfuMQQCRMGB||X;etiHW=a4Ic_y=;HC-|%4-x;fKi&MMv5fPERsF3++ae;tU zN&LrJ={_u7_;15HPOIa6O7&y=6{hEw=4M!9F=5vOkK!NzI%MaltmW{wbVrw&BjexN z(mT(IzZx{(g1R=PHI=QBgt=5aN?3i=XsH?> z;Z;My?TqJvoM!^K-E&oo#=jYKpBR0e_RVh@&78%`?sCf!+PgxKNgH|`a&cbeac1wL zn8bcr^0Agg-lVAf2*yts^{+RTNj7ykxU`Y;ROhagwXp<@zQpuJ;2^k=+dY-*N z9M^|j`1%bqPrbSqA*7dbqO_;wL7$fx&nL0$E6Bx3MKpR8CgRbR;vIiik5rb&TfdG= zyO#5(mK+ewd2C>D&jade8wHf<(xkE%Yl(h!+;;)^{{ULT(Y0CcwMnk8620A?P#f&{yVo`h1lo_n!V5uRWQSE~#sx>vra2x&d?} zWn;#A1J|#5qw$Bsx}D#Jbt?@xJ=;wg@|6cck%9WuK0niB5TSPFJEaSbGtN7Hb=K=w zXH4+j#<{Ra){ub$p7I`ppL}p?=}Xwuqgpz<{!LigP1KCw_7B;UUw?$Zv*7U(S?;~H zy)w;bA=+e3;2t{X2P4+LmeBqwcss@Z1B1s}Wx~k?v#E6;gBifwjgI2JV4p{t%fWD_ zw;^l$#N`1a8-VT8001l2{sHUSN5hW*%V`Fc4Deka^q3~WGP7{Nllc4Bg~SeqDpJI> z+}!$YZl~SwzI}-uq{{RCmHBC0;%~028f# z9_jY2CZlz!eUc={Aea7C^-qp|Bv{1-kHjn6kpxm)DnFh+WCw;Ibvf(l(zm~2Z`s$x z-aGxJuYYJ=KR{#QiwR5V*Q}o{#P}I2^!2Z=$ny%ATpN^?ts5`#C%58xnTny9#d5t| zuGf=a@DI>`gP#iL_&xB4!#@uEL8!#7XQo9HWR4guTJbHGjRKo%?QvD{nAmh~m2beF z1=ao_YOR0bi@7G)xs6$m%hwguY2OK<)U2*zy0irqh=+RQ;CHW{jvkz=Im>o>j~P-F zl{L`*a$&rD0y-Y`ddB#ys!R8*XxkX=Q^P0{0h<1lx%|t_?0Sxcc1?nv-KwXEE`M^v zHCMxzsw}|I@YQ{O=(KDz*1nBdVb`Jaj!Wwg)Z#Vy^K^OVHJoJ0q$T$ZkmVdW3q_D7KzYYQ3bAFH;@J zp~}c=7e0vi2nl$GI|}<3;XFXwMS<8?$A18i?_mLYiu)(wI6q{FF=QEf$dU++%kP>A^>0ldU{mK6O0OXBG+QV z3bqGow+SV2imHI``@MUbwFX0A{#37HUP67m1D>>bWc=CW(k!F_kSXi6xhq4GV4}## zBx5~2>6-yR{d$>(2Lg?%IKZr#y4dFYPXK7xW4BuJ{{R?Ag2No-*Q|Jven!VkbgwV* zl6~`!&bugXbK-P?yL3MJSIufgJ&jxKFJHZU z8P_MCO?oHn(`9*Q@g5euoHvmHVb4QeYhkF(eR7ItVC3VidSAl(lih<;r4 zuDl)-4=Tz@YawrI=8H040F0p@j%I-E}@9b?42g21>;DAr}jdvaz)MSRmr&&vaxye1Ni`8tcb)8}%a~{DPLHSdKcTc^eW7_SA6?^Ci%n}&asu`PpM zlkkgHj!y`@&;#?S&INh%!bYoa$)1HQTb`P+dGs0+z??Ui+fzQQlf4 zk+wl!>0cE5Kh_xdmK2DVCT>^pudDn4ug7s>A}%)|0Qc=*IY~;4+UR@ul^WF4mgb*~ zgq~_$8AjAo@?))eR=p&xJ4DQIB+9Ai1$qyQuVuKrjs%pTIpfy6nO+^?k(i`sQjDMfyT6#i%Z1{TS z7+jawcn6S0b3PHixH^;CN`82phGSm^i&9giCbY5jn0j$k>c^@*lg1wpv>y?8CeV0_ zeb%usnoEB$g^+>9>~#S1UNK?f%_mUt9;K$)Lpm*m$cQx2?N=BdG9Kc)U1wg^wL3WU zX)atwxERmUywX8=ZR5+$9NUo;F(ZkxFn5!HDs$X@EKOK@8g@#_zOCExII>&~N)Vs5 zo!h%hqE|f&K-W@Bfo2;492Mi=73f-HBsL~|{EVFd&u{+#Re1)7XDQZUf-LQJ_36(~ z^XXoO21cD)e$Hl_g4Ym)Sh5?wlc35nWDiRK1;bEz&YHW$*!9 z`ga|%T}FfC+q74#NFgvca*PoKqQ})=1 z=$f(FoL$wY2dmuUyh|pW@+|s{aY!0)T3d#~Lc5fZged@)*f!_*`2>(Eo`s+rZC6r- zPn4G~E|ufA7>V40ASF)bA;4kgV;R8DG~H-DzNZE3MdDa*MZEhFK2*$LMoO!&$IJ;_ z9J1u~t=|v0dzoa20_PtiKJy*{bp&T0#n&X95J=!rN~CIHUHh5MN}UU%p7Gw4ZTvSd zh0$Y6X%tA2qb0Z?<<9UoVm3TyzJ8uR;pJ-`b5M%+P9+le$$+3$g+m4jZmg&`v~oBE zgZ}_6M$yH4PsRD*e+jk4gn?xeMzKoPyZo~wgykC_!b*XUmvAKFxC^Z%tnDMwEhS(? z3mkU_c^t>YvB^8^$@0l8bDhMHG5{4=r3YHb>cGv$jo(veb*7`?Se79y^G&N=S!5tz zHf329l1?z7t_xrT>CIqhiE|#OJ;tC)#L^p!AhGT8;>jx(N8e&Y6W1arK4%$U-msdozvPHGorEP}|mM?}K2nPoSx2){$wa*ah z3wfna6}F#$Z*`(xi353pShDVc&Jm+Kkdg-v(-^Fnyi%IpwWviks6nGlZRLA}U9&ii zAIt-TOahiq9sXp2^bklo6JwH>VkHk=E_7?g{xkM9)cfH8Ulu1Y%x?!`o zBcK78*Ja_2P)`r~BN*eEnpsGX0UB1w18#RP$T>Z+*1YRjf)5Z_hPH!qMKaEbaT>IR z({t=9*xI{TckVOS6}|BLQ@4BQr-JJ*Evk~qHxeOnwn9RU$8OLHjAVLpdT`Ywr)%hO zV({^B=1X3uOM85pkBFe~#-(Uuw|f@6Sxw5iNwQegD$ZdCYzrdoVi_f!$ zy?s6AX|@`5rjr=**5QN}>97E-7kLDam3lW`>;-ur$Bi+sw9A=QBXSX%X(Y%15xj24 z%ku36bsaNbYmwG}Sc_+$jgK}GQClAmc*@gV(*7D-*lCt4aj8$Y%T$Rro0&^WWg|N_ zD?VEQ1Gc$u1bBAO!Fn`yDf34hO(oQ%vY8#1d&fODkJD87{<-#LFtUC>Lsy>5atjREzo;c$kFwRzy~83~Y~}BL^AgwzRJi=h6Fv&eKROIp7IXJA}4Jb`EHi?12P@{}zwog;g9Q#*E_Gm-`%*x+7 z0PMR#+7CGGf_SfWJEOsF%;)cI=a7Jw>|#avC2Zr&&jc%% z_$l{}Wz)VF{{X@hr^<_{c$ZVRw6|FBORh^WAdkDst1vjp74JU}6U340-XMp>cJK(2 z{Z5(WNx02y5lG0-4Uyl}U}C;y_}!#j{6+Zv;(N;tP~0|{$)#xpi?Feg&`UIdSLMNc z401*rr&_|kl&rd)G=1uq>{R%9;mP!fye`(TypqMI#~LQ`iU|rpED2H$Nh&_>KDFKa zaq*4Mf&3D%+3CM%n&)C$#)vWI5J=s$Z~@6DBe%Gx=)Vl_JQ<+)Zo&y0TA!&j;(iBk>$ME}w6{dzscXAaJC% z&^X|AI0v^qtL8D2YNJP|O(u~qf;7gzxwo{jXHm2lIKjt$2es*5}aRV7X77d~Fj;@e-Zk62k)1)NVMHj(X_jW%SSj_3Kq{w zXNGn7{7$zPx}->!`gjVl75PX91L;|sj-?t(mm*J=Pmn1+s=tYK2)q?yKeIyllY(Yt z8OA`#C-onlazhX8AgT3xc|NA@e6N_~H9J2Ne17rL{3OwINu+z5sO|K)BSW3++j2lX zhc)|s@Nf23&^`hF%sw9YcDAUO5NYv={#+8x-9# zQy|883_Dj5;{9Yrth(4jK=ZH}dshr1deV14ozrgHa#y8BfUJY-TQXQ}Oo3UqF)VF@ zyn|oSmbyQkWUO?W71Kv-GI7N-TDjbZny02pRsccmQRapxjD^Ij@_a#LuXutu#(082hy3l!4n7Ts}DhoUiXvXj6a5IS=?yD;5l$vx-3{INeaI?mW}iIN*1nT}c#@c*o^ZAj@FW5pmk2 zi~`)y#}wNoi-D7#wR22ux3QmksF*E^wWk1X)BWnny$*=0Gw9!d8EGKE>5BU!;af7= zMgi*kaqm(sqrWPjrAuLA^EklA zwQuR#5p>HYJ?lvO&qErOV@q>}@eZ8r3uQ6Kab8{Hdj?(q04et3zJ%9&JGvq^b~WZc zJn*8B{jxcH=PoO+|A( zv{CtuI{qfUDP5nbO-3lQpzsMi{;1 zV~_7u--R9_hWo`KEG~S{-T{?4?_GF$(xoJqQ^w4&ba5DYId5a@pM{NY;JqGAPA36F zA1*aD?f(D|H7R^SpbbLlbG&pl^M;r&A<#|>5U0Ot_m6>cUJnAT#pXs-;8)V%>N!+V z>0|P&T_p&)Ut65d#LY)f{{V!t-$K*MEyKyVlpJ7YyIV~%3!NokkdO6v$Tj72TrKa% zInCq%MpFpne_Hk}CeTA==0>Easr0R>E@{d6m{e&-CyD$(hUZJ3`q?A_2S6*o_$;WN z28uRJWjV;}Tt~$_XC5S$;bh$eho*aq?tT?&c9(u05n15uToApDaYoA$;&x5Ht0ryu zBkbB&i+tGz%)Ulz-M$}qsjW4+U~G`;2p)pIXz>S$XVAQ33QZOhc-lvQdiEVF#?fh7 zR2tfV8McNv=qts=Vc?Xl(Vq4eyL`9mk71tVYZ`=eAuF)_!_v6#i=rDD+(f_`BHVFF zVdEuhn5MY7^5UH_*P$bd4HjN$Xz?ol%WS4mQ=Z?6R3S*Nm^C zCir#YRJ6O2%r+H{4o?-4X?Z1w#2dSF@`(v$9<|SSOIB+=bjBZX6BPg+pIX-OJ+;Q2 zDRq*e;KrUyYCKo zcf&WZc^9`DjjZb%O@k9g#fuz|o8=tW%himW?`LlR06QI&DM3$_@A_EvPX*5$+Rclz zACR>e@ULgoCQ)iRwExWf!F^4)PD--HK^^aw38bs1QCS< z@JDieFe?YcNi3R-u2`<`n3CU!{#A3u+Ru@rJYHTNH04yDxa0cQW*^zn!Om@ObIh#@ zm2pslci4mB{-bYo;)7_Qv%p(>fyMy99Q|w0Y}WJQH|;6oKZp$@e`a`NOdcH4SsUe= z?CqZM#~@)(lNUYF@zWK(;2#jlpy<9K@ukJDm~`DDd$vv7pDh|qyyugS^~PBIKJl;i zXTvQIO14LVb*p_}#Z$?0Q)yt=GP4Cak))nX0C)qO9C67`tgGd;qifzyUy6$S@A5aq z(^N6lHMNpotN#EmndsjMeiCWl4>VP_iqr{bndiAE8xl(+Z#-o2?eEgId~tTk6h;Xh zS!Bl0B*AtZ1GF50k<%RD9xJT63-)-)WnJt(XX%stjbr%M(PPpX_k~bG^DBY|c^F)i z+owwRo>vSW1=6FkM~NJ4u^5#)o3?pwuXAzs)HcCVb&-`(n1Z0V#u-Uq0SAtovznhx zzK8ABkXywmhI?i&BiggB&{dU7kh@re(*O{|*P0r&lPgIak*3)ON_hwY8+QQ67;XiC z+7GGjc(X2*ZDV5%ke(n7oJk`|Dft+wJBTgwkii=}fKUME74ndb)TI3nqHYce8;yAd z<P9;>Cg=1{$o-zR^zrAy+Z|?CX(c&{ zA(2%bFc;)-y-5m5KkW{gt{38_k$tCpMzz-LFP>Gj+YIt0ubK8(USR1eA|2Z}c%5)b z5)5GHHT*I0V@LQqsOVk|)ULv}iFGBku-h4Sn(9E3GJpW`R1MopbQm2mTmCxMZKL?N z;r{>+M=S>4RI|Q?;ddB8AI}_w=V&VH&?(C>Zp2nsbEOp}W6`G?lyNd~*{l8Anz5~| zzlPscNWr$awfQ4_9fkhb+CATjq`7tTwMmovO6gN)n(@M8 z1c2l&;SgZBz((X`=DSNxE$?)hl6zKLg_h$nvajxoCiMVq*^e!-*gX8W!0Qi(>?~}x z3)#i&Fb526(3Mq*U793ayH_mE8A6}$06i->sa;2-K^lrMlUtnjz7dwj((QcTw0RP) z=w#)T;IZc*5UKzt4S~tdYme~P#aX;3`$A}63$3)+t*o^zFqs5X9q`TpU{y1O7=vax zRN-=XC$sS#y|~tyVv;bebjD;08QUJzby)Gyl~qniI3$6bn&6wkn#HHaJC7gzy3@+D z@Y7mZTLsx9cQQ<6xMJJ#tK~+jI`a7IMJF0{WaYA7iQNRMP)YSY_2-WMBC0n<$&t%~ za5s6Xpy!T2#(2-YbbcJQkm>N)%V=ZrVpL8swSH5ca#gt}KZk5rE8#ej!*g?xfM9hM>z@a_ z9}cf&qIjQDaI*_?(ZJEJ5>i6EoM7ayB~MI@^IkKfL8n+vYp2>@F-Reb7$Y3l|^<5~&I{jP7hNR>JZ6$aTpQ776=iH?j#HVyR*Ts1OEVmsQ&8W&2PoFnr4$5kvw4xD<Pq-s=xQF#msAHBysSCM|lAGBSE!apBF;w@6l%WCm#kdR9zK*1R4 zjFLU8=1042N*ldi=ImM*O7 zDvj#4J$#^ zL1+8T%m(efPC?J>>0I~3-AXGz0qT0)vXr=qe54r$xv5e5%~;at-M;g8QBs4SVbOTr ze-i6acz42cd(;f zI9wdEf=zqJ#fdb}4|qb(%F^sC*B1-C?&>(rKjHnChx{#LABIQo4j$ z_z86?s&F%(dd1Wv0khjRV&?lP%T{IFqE;jt{(_RT(EfjKnAEVF5d)spTUDR;ZHJ=8 z*hT^8imR%>%4^kg{{Ut@URz>W&*~EaHz4MivH~-o!kK(a&Pk#nf-znj)>l4;m%xe8 zjN8G)-Od17y=!8} z0FTOx3i_3n0)L0|rwGUZW1QB2)1S6~0Z4S_?x#Mur7NRaZCs`oYYuA8l%(G$`@)8@ zW#=_xMz(XQM5+nPfmvCzWY45OXS;SQ4hA}AzQXurXw7dK+x#P%`CImP(w&3~6Rs=l z?}WY|FK-bk*l}ESBIJ7bd8jQ;n#WIb5CIKnTj|ng0S_M4&{+6$Y$|phMPIk@@CP1Q z{41T)mCm(ZH#z%#Irf9M^s8y6lGxe$S4(f<^iVLSu1DeUNd4b$N{?eH8Z2aDj#@1+ zk}|a?_G1IUJXcgS6&T9?l)u<#ImhWqQIS7gyEyrD=FSM>pJ}C*kN~yQT5_P#dnw13B<89` zt6xoRF`D6tWFzky@t+UgN2dIA5ZyaBns^0{Gn)9RVd=qM$LRF2c&tN7&7Sdn;O`FI zOl=L*1$FDV*5AQz4clm*IkdFVZJDF<0hU9PnxPy?aXJ#caf9xNRN$~T)R(?_{7uuyy92(v5 zErPehJ9jFr8={keTo>&DYpH6QRv|)=+bAldxy5^NkFurAx3Tc^m$aWN+UAwNg*5Gd zQ?v1Uxdaegf-rMkCyxAmr+807FvlXR6u=*aVEhrE`)}dHG>`Mfoljyb%l<9u*V@*y z)}Lzq%qMPh+)+BJl`eF?A=9PpYVy61&3nbiSlk)1O0xn_OxIicD{2=vmlyU@h9PCb z^Ik=5_LTDgkh3Vp4SPTAtERj+l1QT^+jG~ILQ<9~Gt|V!Fv7Hs$KyYTCxRGtfU0&d z$pCR(Ps7W7JH|d2gH97?VFmf=R6aa3v3OCQBl8Yxnf;u+OK}dpePrZ?h5-2|fJm#a z2&_ws>O~33;nQ6YLh<*AEiI#MCeG(;TOc5V(2B~?{6P-4bsLt;HZVO~rFoZ){9L2P zm+Y5p$i$7U>re2%j3v|V;mbC)BHhqlFGwWv~2A-W*F)3T(^m>?saR1@&5qYd1w_v)Gj`)S(jcdi9v@W0H zd)-UR(sYd?XyCF=Jj;n#0_VR9KU(WP6xrL|_-5x;(`DUtw`xbbAY=ak)mvIFnWeil zdhFq@?)NE|KXW|*ubHWrPB>`O@2Tm$T{z<9ReBl!01GrI?)*}-ll!<>m6PB4*RAVj zM}^`}h?!t9^H&Mrn4<8_%UazPTuZc()0}j!*%~=6WSOPRb4CGE+mCA3E5kyL6~n7~ zo*r{jRk4bF641}nrhPs+uatrn2|)+WxahtIx6>?Og4j05qeMb_gdIPYYvum{j^ye8031FV zYB9Q5+*y1@(xV}{boQ2ik}Kcq8bhtDA8U=`Rz@XGR46Bs zLFtfjPu6ZMwf!0Iw9Ax{8FD5Yk6>}Z&s=d_H;?1e{534PZL0Z8Yhq=N1yEIO(OpQ% z2aVV`=Q$OB;I6!NQ+Z`GF`PR&10-a=2O!{_j2v_W1EqRYGZ|IKJRL}{dr!F@WbkSj zRfvOney1J%jI!(I!V5>k`HAJFp4tnUq+R;#etawIPr zh2s$r7X?n$QZN85jB=v3J}N;Tm3Cz^q;Q#+%|kO`mv9>ZISG@14m%u`$On(T)g^1F zo<>Cp14kwqln=fDILQm1F@SdgUq6hDa87hy_dU!qc%>SvvAQfQwGA59E2~pAvs**^ ziK8r}a7I*|ggz~uDBO>7?cMJ$oZ*tQ8X zT7}#gkQ^NDBOvYL0Gww4RQleX5@~;Gw6#^2%~2Rx$^|Y#$!??${Wv5FN|TgZh+Rf% zGCooG?|ZBGXX7u2HR&zUZP)Ej5D>SRmrUsRQiZZ*iwFT3UCMr4rH7z+YR(;V#abS> zb#i08(VjWWBa`KZ2#psk7X?al&r^}}R|ETUX}W!kUJ$yx-jPS+3p-b9NMp++!Q*A& zS=2cjNKiK@!6O;2(SKI6-sU}}&E~VMPbK}cTZn8T zw`f}6G2BYX%t;DI$novRA2tc-NqeQ1#n0rw63JEXr3&nI)|Fj2a!yYO5l*Y zfX3`AI^=K;dg8HhQ*AS{{?6RH9e={f+frGfHt!lO!$7RZK4`&Kkmm#fcppGIgO5zJ zu!7wow6_TgBw%erz>P*Wf%W=VoBSu!rqV1et;A^|^A<^^LJ}q1IVu3>ZymTNJ#(K^ zvzW|)>?##NZNmpApI<|o`i!EQ_DcJoHJMKJ-HJXThC6G2wLFoaRBk0I6&RC~lk5)_ z@-Bhny*uLGgAc`D0tutAxV^cvc`p}hm|&gl-aKs$hGpKZ=yTq_qxjJzQT!IyI9A;%A68Ta83e} z2Nljuql+D0dGZmqMy%}Ts;dPiRRmCzC(+)`K+F~xJ^T_X`kIxX8z_IW;4g@P)iftQcHo=@Iv z@q?QB*WfRV{{Z16@KvCeY)+8`nKp8y1qY6Bdi#^jdN>-le5VdJljKuJpi3jobto~D z0Y-j(d2V#e7>I#FSLzn?&ri8?>v{&$*A2;AS6pO0l2W_ z6-CGcjsWzd;f{^s9V5mX=DU1E7Fw%87M%%Wy<&%eJHeMX?GKd_ z`G(~glrBVzk&(d8(~;9X^XpjpkA-D;*4`O~ylEoH>>|%9aH<9|(-=JT70&6}M@O{g ziRKz6kKyef;~o5QmV5TKNn|BU7$aukcODe?$yBF+_@5;rh8=chbzUC+cH4$Bq3ma-O2=#7`_wD17{ecn4( zACEN2tmU+t1^^wRVym|q!2<`Uew~GUo@V{m@;$sVI9tf#TXeP%7{nt8+eipN^!gm; zy?6Fh(Yz^j@lQk^HI_Bg?GKxBWnff+&OMJ6=3XMv*>%v6{IR5Yk}(K5csF!R=?s1_QPX!bmGF) zaH|UZsu!NP8S7q8ZK^DOF*A9X*n|WBV9alGN?>i}~Zej#Zo@%0htH0XlUZ>zMJ~=AU_E zdEvIajnOy^!~k>r$o~KuvEofpE#(s&g^CQax#ZW7`2PUn3~6g8*`>qt<*@2=`u48; zuPdEu(Q)W-VzH{68fR1cE#1Dm`%w5(!;(jkx|&6_dTtf{5NMWKCXeBbF5RI`vD-!t z7m}bdjOo3jX z5KxN5sI6?5->K^G-B`>DpU10Z&eXnodkonu^q~r)do<3@vZicxjzS?)^JfhKHgK z4$A6u%@kl}KhnD?;qH!Fn1#^hBk-_Tz}cQEz1N4tVElr;6?8=@fP$%C=qN!7ohwPu zRtRDndY)x}rtAj;rA^^012(Y`DV#lYTE>DDu?f?t0;TXigw3tOHXpt_R~1S&c1L|W zs>RQFm3!l z)7#pvN8#{JKsY|ty#}7R04M2JBGc7K1r9!xl?xE@67F*Cpa8@7dHg9xf=S3v(z>>@ zh@2SD!@YXX#kV zi@CbROP6yl#>~b5+xk_vk)uKh?N+|a<@8KdEl89EWb`%DLL9GCixE}JsmplE_Yg2I z+Pp*JE}~VRYYwKpcgGUAiODCWcwfY6B?ZC!E9tO`Jg3cK+?%=PJ}|#`E>*pAn&m8v z*Ap`!C!T9-#S#!$NO<+EzYN{lLv+a~CnwUQH-w%6@|tk$ptD8J?R3krG|3*<2RP*7 zyvFvz#xISQH${MEW1ef%{72#~A5XSoM<7>{8(mk$pA>EN9WKsM3_P@fPAlQ3@2f4( z)abZTjoUtx)2xNf-MYX*+{1xhxu)svZfz|UzUpW3#dv3gJWXq)YZg|QkGewO1U2;s zgS2~nWo_=3-wsq`6jOw$x6E>8xVm_VMlgFHPJ9QN=Ti7tZ*4B(>YI7?svi>Ut{X|Y zvAc+JK2is@bsq-wp`v&?D4rd;UYMu+LDM0;)80+FCNg;KUfff7b$-Xm?NIZdhw8ou z_)B|xBjM%_B3|dMc?O`Dt8XRdp*|&%iv(fF&3zl;4+dK5UJXaTk9dT$A|9FMyc5T2 z*M2gd!6Ly~3ZNYaHOY#DjVPUXSuS>SmJqypbIKI7vNjjg`&ZGwvzLRf{5#?JuP@`< zJai0NgWEVP~rcT-2HkJBjy(3kzwYHY_{`OJ()hYos=UxuF zO%ukqF(koZkx42#el%j~{`pOY8mI1DPe1W2xAAzA@?B0PK(n^P->pgZ>138IvHXrY zspmbZzZBSA>$0pZ#FPB2JJnqZH#aez

f*UJXh~)Mvd)v-W8A4+h-B;y(gOq+YXT zE>(AOF;qMu;@EBVJKYxUOsIs7#FNiIopRPbD8JBe=aLJMw(kx+us-qitQ$R4F1Bv> zA2LnE^}q)_{#E8h&JmOXzjdigA7 z0`Rqur^DkDpEq;U^!;M@P@W5<9&eheGI}W;zpZz+`hr7lh2%Seg&8>`{{XFCGvN;s zNj;1rLecCTC}ENL`qyoxc#)FSTaqLoXLd;)@%68tSb0;M^F0duwcxytqr{g1^ruTw z47*819owii%lta=^m>-1aihy}KG$H1w}l8h3v^S@eriVX3{zOQoW~r7lQ_pw-@j_} z&xGD?iK%#tRl3jHHQx|BK?@U>hB(y_ladDtO<{<`OPy3gqZoTBQ)f5(Yif2@em?Le z)S9@k^L$AZX8DtPz{KTT^}q)mzY$+!d{?{v)cAP_@(Zk&_AestJv`)doxQl{>t7E3 z*}9CeK7oB>Z{{tgtS)CVOPJC%!7?}-{7z92_MDZglzWm7kw@?3OwLiW%75U zH_UeAbqDhXqb{zn(8N-IZ5%nq3RV8EQaeL)yYaT7b<4}!WVV#YHKRnA7-r`zFhIw4 z2iOY8{hW1hn)uQthD&!kdav)>a~-of0n`-V2s>N4a}^=Q!fIm3ItnJX_gGC-dp|8P5YHfSo1V@;;vUlY8$JD)S!mq=$2W$tTZu@9Y*4yC?!ZfV(0j?*R6dA<4bt;?+TlO z%e^Dr^D$6_Z9Laq{P;IqPADAz-%U zGZRC%Xg|V0$o4qxT-X@525XCyeWE^5{k*4^*F^CBu8kOLoBseA>9)3T{iS15b0f&; z%-H1>R7h2^xP=)Ts`tb5CBKGjqm`wRRv5WR9wRU@63T!M3moJTzypt0{@1<-o5uPi zUIw*qDQ$0UZy=RfpUZoBVtBI}x|Uo5&&lCHJaJThAKlMChnDA2fu)gzkz7f0wm&XF z6=qi2Hsm-g+YZz$5FT@0PA`^JqaLZd{LiJr-`RSkc0bz@TZ!d{7|=r4l_De}s)Zw# zA9rey6c9Kh^))q}7mZf0>{z=bSG-iz`u0lKj#0D=cOt~bQ@cag^0d@tro zps-*HFBQ7Q2}(EfVTLk0h=)h(SLyI|Op7N8LEb zCbTcU$9FUqj#frzP>Q3K^-^|_7ns8+9OQ9biaz1RCfv@y!GYpfzWGLFAsG*tySP>5 zc_A~9dLDW2-e_%bZNt2=ZVcIIMieL@s2+zHt{cK=g7iDV5GY+@SXeTuhsZhO=Q%5p zo!IOKE2xTRx73zsCER|_>3MF@v4CEu8i~g1n>RP=d!uWP5KhN`zR#F~gNAqmX_=MnLU=YuE2> zPQ7ZO{@DsaagvAkZ6mJ(b_Xg!>BmEySDJXj7rg$^ww1SwNsKT`9DekK1e^o%;DLa1 z`q$EXG^Uz4@KqYRZ233hv~OpNUn!g|%z09q^S9-}90EaH06PrVpK8WQt(s<$pKjGy zk<)Qfe7&l~k_iBuVB^r&b@93jiF{2vI&8JHm6;<)QRd2^GdBbsiZ=xV_=&C)#wzxf zDQggU1H=PJta-*$JO%-d;6of>4^v-zm)&4d^Es1G9PDw|#%pGKt9VhS+tFQ+L@-Fk zKI*9t*fBoFxeZsvu*#NE1Le(dr7aMYz~FjThP!b*`Wsx@!tB9O zmPlYy=v4{mINW%`usj~QuRXQWwFBb0b%`zvHu_vsd1gkCZ@Q4w7Gd8Yw{zMgO?c@ z`^S@tG#z3l)$Vjl$x2TgO*OJetY68=U%CMK@&U=?7#Zfij`$m9D3J&30|^i4msL`N3K}iE!0SnzCKdB#&8M9KU2u*R{S}n%b;(w zxYh11jDSj_-~wV$plus_WD}EE-V2H=Xya9Lvtu@T9iR`JjOQd1l6kJ4+C*n^>YzDn zZUo>DU(cm|0Nw?*VwrF}vzBhINx)Hqo}InLd8fv04$o51=Cr%E0T>*BpLtg# z^uPlE59e9c_;fB7y1DRr{9Tq`i5jlIa_(Xm>t!P(Y|O}`Eyy@;n1h~ijAM%P&)PG> zGHZVk^o>%)mok$6a<)MI;5)iw2aX3!)o&0cr{V92my$K-m|Il1nL$8SFET^Q^TL6V z_@8R@3y9*@bnQClP_tQD&6LKDN{|Q(fsO|wAbNV@zH+N`O*7x86&o~p=f<01YprNE z2tz6;iPLBiG2;a1*97O&ny2HR0N-E1Bo>N}kVk|d1G-kp05$*}{{WRs@uA?<^)iLz z^6UzrNf2&l10-Y)M%;`Jp4GqLd%I0a9Y5^F;Vw2yj1jP71dn`m=k%`|7fv-K(>)3= zmdBsz-wI5h33W|=@&az`CK5K~=WiWx(!9r2x(#V1tSmv0Ix(a_Kmylan-Ec^)db|_@?Sx z+q-LIF^?%ius?VXwdXz_@E)b(eR3gpFPCo3mv-(4Z_2uxn|qBzMtSuIXIUn1Ess^_ z`Bm7JEUY1d#kQ0I%PH$#-8c12KP4UZxxp{r)x7pS&-NA5^uG-Jf6#RQ01sOLZD&`K zKsi0KYxb+dUldieIAhdIVo?B9lpk;Z09}4K{{X=|ygde~@doq8O}MqWROEE;`SD+& zI&X`$E8Qa3%bfoJtUoC@;AXs+g{bD-wP(~|>qZ!Kk@VHijkJFZ=yrxu16;~*!?RXa zgW_)x-fMHotESl4;Tij`Yk|`>6XKr=!v);K&VvO}k2(JUCb~{^g_vK`i(s$9^lW7)@1MQ$(LN zK^I;PS%pa;`q$a>9~H@FY}-Vu5}b32%+>}&em$#R+>anJ9R+7AGfd^5(cXFC(>7N+_uopPoW~H9Bd;o}ZYlxHPf1 z?$q&VN>API=~}8P#Cu~l!%coacU=yXrR1n7`cl~GqyTYSdTpN2GQ3vQ=_F%1uEpIS zOGLoi+PYmn#Xtm%R(_b9NI0##HrtF2_0<@wXmL)X*qtp*-6`p?gFgSR`}aq=F_n1kx+00hXSG0};rNvmNR9g^En=_BnvGp|tTZ-1Xlyj3=H;uVSG~pdWPUi{Z zc<~eQ)Ee<$h?Xi@@;e&$PZ`IUTLZD;yj$WbV90CO!pSG862W=pT$`GIdc|>i_ERbuDnFjqRuQ7IdMsr{wer_Lh$X) zuAMcAX)YxSIQOo@!@3l4=wI3v77;|E07==;t$FW^ETZw=w`X_&A_;erezj}jug6P& z2l!}sZ$m2gO&-?U+P-)DIm)NB*&ksX)k6;8_bK>e##XEGn%dI%Z*evwPkh(t_w3!^ z%bj-0*HF2H>>)_Vugagiv6|tL7`cAW8uZU+)=38Y^U_D zTGUg;a;=gxrCqug?#{~VQMJ(YsO_TwZ5XC&9!%OC*RLN92mn`{YQGSm)@_N3e6%wV z%euSI4)~i*@ehRB+9A2oFw6K>k*OIw5aQCf?+Zxw-WF)mE(jnGt#}W_{{RYVI#-P& zy^a!EdBHq!$**tlhmY*F4NUkoY)Z=+`LeyMOUB;|t@Y$Ltqx_21r91I!`o6;=oIRE zIkx(geh^znW>O1?0?6?$WFrQ>0_qszjLRM|jGE`XHR0*(-rnVqgRmpwNox7gA zaS2nohp$`P&!k5>+b|(AryX%zgGn5Bk$G1wwUqguze@IxiJlUM!^5(RdsFhU2vlGS z@ShMn+UrZF!pC%AZe{2VabqdEaclw*jCe)=04%INnrsV_w1b$RL16B!Lx_`J+6qVe}m<&z2T7V(xl> zT6E;BXLxtUpSqG&a*;b{LRXUOOW8HJZUJ>;z&(jP z=Zf>~2U&Ra9ZuTt4U2Fwvn9l_Y7VY# zq;!x89x=BFn@A%(WE>tVKmH1D8&UGX)^zBlQ4o_cJ=9_I!3&kou4)Bb>jM$^&u1Y*t5&G`S|dby%8bQ{_mA&W`R&1dlx9=GZtND8@~E3HvVmWASc{ z`*Qd*T=5Q-BrsnAV|#xj<=~MnWO&Dx8vqFmk-ChMn{q~6G5sC!)rcN+ajaooT*)K5 zEPILVb!;>;+{2a|Nq@tfZ-isGd)RM+5hIf9 zRv-0yo;FzWxW)k~mmG{012x*)$XLXnXU)W7G=7-`=O@qtypF>iYmd>Pj!j0w=y{S# zlYHw4-yZ(|!oWV1;Y-YAy^ z0TCP5 zr8cW@G|xUi^uX?m8!0LTn_Q{nH$((613iyyy;H?{otKYvuLfxlgjrFq^(%&qA11}* zF|0|F0cj;YP-QkAIj-MJw6rhw+jyf@F=5_W2H-wvky)@ag;Ztas^_?@ePn&M?i-M$ z39&|9?&N|}e}Iaeg&MH|RD&KrPhUB1-!erU6Qn=zI1S~Bb$0XN132yzF_f=&t&7<{AktvjtkTWgykC7EWqpUI5F5GQdP zv666~F7QhXXVW!{@b_)RF}2iEMLS#UxrN5U_$o;!KQnyWbC7r$u9s1oEi+HJ)bAuI z9jdcPa#UePcq4#F818vB^%;CzsVO7p@l8gvMvj+%8|n;~Y~#;jk%J<%Q58Qbs2qa8 zl6xEv$Cdb*9C~w0sl1zEC>~+Fl~xR(k%7U$!v6rYed}vW^EEl`b!ESm7T?S-Xp(~& zF01~uU>(RCjC$5ji_xwcVv{!5ont;>z~CJ4e)5l%vBA%^eFB?wPC5`v5PY%wL}>EG ztj@`67`9u9Tg{$4i3#3YJGT6xqyX}FHr!*1@gIp-6F6s$Hn)&VeV{S&$C$x4V4cf%5eLSAlryM+c7m2&r@r49wmi)F;y|ZQ%a^kCy$&A2A>jpt79EPhO(~r7}yDuoLO)Zi%wU zEM8MHG@D09P<~Ur$vEnLahmksgVq;1#iYo#@-a4z^TG=*NXaAx`IP4X^*c^_bK3}W zO2-`J;~Shu!HUJ~gla4i32(n#4jfg&CSQS=cWMV-%0OQ)ep3w9&VWPojXBw}R zim00uDydu+!tgi*oC=3S@I|hRq}xMlY!pTiWMzu*cm#q^Uc6)Qt!+L_RS#$`M1fhA zL&y%y;B7wrJ-zGH!q8Nis*O zP!|Mz%z4Q^YCP@r0JHI7xS@8nbJ7hZuTzcD}nueE1dDJoA#@FgzLH@ zoZ||hWaFNs*GYeE4sD%@+ibw15Kay@f-&D2ek|YUzz3bKoe%DbE4i5R0*(M6{c&9ejuOhs+67`lDyvGsFj8~L+Ir*@ zp2EEohiS@^dBz7$2PfXPJWh2F5%`ks=`9_hw|o~4OCSe=3E-TbzJU5yo%}Y?_050A z7aCri?9#=l9BgrrxjTsZb@$DARifppT~69_NuICb--s7S#V~3*48|L%Cl0p6<@YZj zobY%*kgr%zj(!ByzimGOh?Wx`q2W%;mV!u>bmW!eGa9cRVXPvLb^cM!PqBN@&y^BfA(35A=R zX?c-}uNcP1jQ-g_40OMRn&*mq6!uw{QPqvkohIC67?Yg)V!le1=UW@gM3)i_s|x)e z{{Vujcuv-T)$N>?8pZTt<2&5r-~93` zmoTLoIEImpI*xEmrkbRKN?jsLH7W)ffak7iC?lUz)M3*h2Qo6E5$*+UHFeQOGFZgylsSCRHF?4#hH4SYJ&VbQeoM7WYA zl6>%4i03}l?zdhgx3$%+w3|5;GiA08g1&qBeXd7y<5{Cygas_unl9JH$m2OC$x8c7N+T2QwJiA`jA2C&P^LE8-=zb-N!^AUbv$6X< z>V^%Tgx8t;JJe*7{v$pgw3SqV;QeZ_3!y^>EllR&ChxYhs)sYoE_7M;vGKt9Iv)#;Qlj z{3_MB=QypFU6~#*l8%8}TvMFr**cIzSOW7oR{v~_tr)Ox4`P*CC zb+RZ26`N$gITf#H+i)rsxrZ5hx|$ZyAzWZpn4nSoHBvd$4Y}s5Lvl08t(A=BDHpAy z8QYIxT9#?FjzwcbbI#$|){Uj!@HwqwVC363?3*~rtvh>!P&up{Ypem2S75#50&Af~ zSjJ}TQ-i{qyJ*{nYYx`$pg88WY-dmhHAu|SRZ;;Xt!j8)H2&Cx-pmS-j`?bm}|&*IpbVQ;5O@!yC;{neI`T7({gAwC4F3SNHHM9itLNb{>J5JGcrNhG@WLgGf=!?Y z)9%;fXY7mn3VcHF_r|>|;#Y`pu*ELsTy-SZ>qU;eain}W@*pR2Ti_i30JB_l>q50z zR9iAY&kOkW`pe_p*MhYfaRj#pMFp@r;8)f^3Op+AkLb6=dE zB=N4HWAUZ+>x+jH3-tkpN6H(T{Vez;;!A%Jcp}SGwqU{FQs0oSOd5-=CFWIWH3U+- z@T^)F#JIIvYkUb%h9Gg8^e+xyjay8S*#i}juN4*LqG~qgh*Pr}e&}15D0r+Og z2f40V(bDFylDWcLL?zPZWjIEU|3zc}xV zR{sF(`($lx@9!Mre57;u*BgcFMCwxg+d7{YST3>QtBXrurI83@j)(kf=06o_KW5Y( z>PSh%#S0#%n)+hfP?FDDyVE2_^6q&;M|$!PiryZRP1HQEBXE0y*aI0A!r=@jg$>8ZP&*9r0In*{)(v_qZ2ax_PB<04 zscI41T$YfYVk$vBE6PgIJ!{@(c%I`?oY`8+V1TJ&F~L2JZu}>e<+yujWb+(Lg+%G} z9D7$EqiW9#-(~{@fBh!EnJ%1kkDlyo5M#!uU zcI9?_{rgw^NPmmh`me)}6X_3mVQFC%{PIUCugSdtEX$IoBy3z@mOVhO`@#B4cv{vy zPASZ9B&iMHNZgDRUn~XVJ4yqdbF>ZyMRUIrbS)#odS0jEg|+)U+Jhu_Gs<1r_nZX; zAG!|Xfsh!E*{x3o_^uxl=~sGGtpa_X7PHfqJ)6n^S9@m|IUpUqHxch%O-u{=y_!8Z zV;9yD$?ASB(`E5x#np^1Q|(hTEYa*(Fv`r}V3sT}Ny%lxoP%DI@L$KeuD9YHGfmfT z6kEduQ z_L)UlPH8v2zcbN%KW(jOe-fX>Hq)5}hl#9&Ce|WL%4I%lFP8b*>k48u$IPIT02TVf z;)YqYrn;VZ{G)E$fyhym$s`V=01`PPj92A$m2s!)U$mrp2aGM&D=V{UE}t_&`-lQf z5!xh;fZWc`o@N2vmE;=zSJrGa{{Rzc5@^?QY)gptm5x#f8C)EKK7@}wPljV7ALEPB5@5 zG1#bEc3MRnp945vxZ=EvNASI`hde`ftB9m&^%Q_yTrO0y#qve~48#wbT#RQYImLSy zk1TC3+TtsfjiQy@&m{6V0S4X48vMae$}+<^8Q|u*r||vtx~0r_Y9))wUzON6 zd=0rjcjdqs&p6F;V(B`S8%XsqHPt!_GI|`n-LNll1eW3uuuBO-;E8gKTL*)*50DI= zK+RCThCBC?^<(oyMa;8GT{cL$C2&sZ0L{MTR>9+_#djCJ8Fz+QAcPePz%s-BujP=1 z3P;`wM>*&_*A;m3>H6lTFC|BbC-UE9%&il7OwuWL89ynE;W<%_+%9X+sY+0O@;w?= zV^`o}X}YDahV;v{)9um(ww7g=&)pu=90Y)I$v+~n+DfNPWYyhb_SLnSE+cas<^m+z zs>fnTOK(3n@Fvm*4nmH5?>(R4hM{Xd znFGPHXr!MEK{(vRmN{kI{A@YnwRMxmjAM+0y`!1D?Csj?vy+VAoL~+zGh8RbZC-fv zSRUfmQMwgJNjIwo*n?{f9Ak##pk7UOx^?9DR+kTMf>%h~sw-?(lPm({aB>Qf?T(f9 z`6n!>MKk1cD79Wq64=?>X+^E}gfg>DnHcWcSYZZ9zzxO;=O(azDO}9jROx4AZe>W& zG(nf<5*?sp86#%$a7RvhR^%eu##u_(tZgJFdFBHtxZ%EL1&%zz#B;_ELr?Jqn%=^` zWB%?e83&q676Fv~-1JuDchBH`snfhHj4;ztsHD%EelO_=woDkJ!x>oF#y}CBiWG&& zWo|GyJRF>nUpjnHnWfQYw7ZLHIYpIG*@TBLjxa_J01MY=CceD*tEI?oHcM^g&X%kd zVTkKNB6Q=i9NwUBZGLSZq0RWMdLL}sZK+Syv`zz=( z>H0;+t8)#+GD|SGg=UEn@PGgg(4ooshHyqU;P7kP!p8Ma6Bi_@9*cQlGc3@<8mJ7& zvbQ^!jCSjf>s-#Qbq<3CzL_4JK{5d0Q0!7iEawL!ByrlhZyxIQz8^Y#lQ~g)sz+uI zmRos{{Gf}hStyR60)pnnOAd-pmI+>)z0`2#P%Aj(rCu%P1U`+NYSY$ z_ieynPYuxXkHVz!{++1ndPDesM!fqxw_qfb0g#AJ820Uffzq{4-MP-<`Rr!+U&j|- zFTJ?Ax3O64u2Lt_K~FNlDbau%0x@CHjoPjJc2T#@vkQlMoC?+r>jP+ zFQ;SYi^=Y^-B(xBrox+;O!n;9576fwazH&jYRAH#1n3%X!wqA{*7A8e-G$yQz$~(C zVYG3AF^0}7Yxc+ZdE);73TyrxyU}c9hAW*xtml$2xC-46fsWZV)qDl`ZLIjpD{Us; z&0g5th+8r8%aRGtwg-IiTrsBH`7Ct0i=>w9AP3m5*Le zP=ET>>VFZnJyYSI!moka*NLqP$6?~_x1M4UBHjoEh~qwnzOMLd@DIYi4$&4JBHc_Y z0<3Ew1cEY29`*6x?P24e7JNeZC$E+8<+PeUm#@5b$czM#Ng3KDUb)6N`s1~CMvv8D zcfF2zRQklU*&fyVV*DZh0ENNetIZn8L)_nKkzQ%iBIM;d;GRC|ug6b|z68|#5Ah1? zM$~N{IpdV0hZsA$5&8cBI{mZwQR4e__;=t4JV;H|_1>1YrtB!%e{>EH9Djv=bpF>q z67b%=@qfpcS8zrrv)0eqwyp~9#s?g7d-OHu=NM&HF{vHP!cD8i?0i`Ie3sgj#$vm( zmG`aRhF&z)JR{?4DJ&oeF4#vQem-Ac=Tmsg!S@<&vo=)ao6!FNpIYU-Lf4jlD$}-> zjduYU9Cxn^5ARj8IvVA7KF;`8J)On(_TtQbPi?ccMmtEy}N01qs+6Cffb zF|aM3hxu2^+V_r0N4AI&Da!60&r14-_DqUfPlM1rjk|P=N8?_OT-Q5CJ~cH9pM!DQ z0KnkYh|mv|cB=y2m-tO7haBzZxRkCE#3YFzEwlmYOS5soJ?YU#LV>oVSi>K?_}64= zX=|P(YS)&7BZmwK>sMftZv^z|Q6ynU0;CATowcNAswOhJC;LMT5Pr1i?+D{@;;Vr9 z=}WP@3fJ0Lz0DhY?Br&zT3-M{?!{ptkq&!Rt7({Gw2gF`4l2h_Yk#x?Uo~z$QFmY* zS2G>i+BvBf`wRz}*0xpRWa4%9nv#+*)vs%*Du6dv4P~fdz~9ogY_%?#dfF8t^)Zw+ zI_Px~xM0@jgs!u!!bkV3iM74xLw>c;cuM@Pu?}1Kg=@{Bmn5!zwfi~VWncxrgjd)9 z01c(hw0Lhy_@DN5)QXF8Ke{XIe}z}Yt>fH!fm~G`-OpBn_fkEFP1w*3dQ{IC!2_uE zsyc1x5Rau#_PxOJe;UO~#@0hFW5W8@eZ&O0I6U>Mvt6Eq)mNEW$j@qA$Z=W^v$g>8 zD^A|f6NMf9Dz2PWn~Z1aTh>;gz$f`pbU47OY}u0~YP6bqyKud|E1~-=YM^9v?@=|9 z_aCKX;HHt6#Idv&*R6 zZwGG9YRAOQIiGmj*EM_KZL}I>S2qs89Ade1dW~RadOS5p+GiBknbSq#*p^$TR8hE| zYmM;!fv3UoDNK>6V%%;X_2_WO_aVdsCC>y`nfU(zRUZ%hX=SZm$%JW?F+TPAyOgYc z;mbg!``d2h;tvp!_dQ9jxJfJfkn9X_*i7$tRG+Qej5mjS^F8#ih-wH8> zM>Kd+lWNDN=-QpF%bQR!*ODso3wwDok^`RA$9Ox$R{G7nb6J377~BPP>jTAk6J(sW z2(GBk=*yPOzi;KuJ2Ee~N@k-Hr%t${$h33L02vLDPj-8R%&0i&inQ)$F2)V)X4)s2 z0X*<4m-wfr$v1~g-3S2muIB30+{951(Vk8#lK7bLNur1*nNb;n?kB0Js;>qV-K28< z6YxpZye#vv21!tWagsf$d=cTR&ka~hr(3QY%q;AEGhK&;Y!ghU$ z6rq&oBR{2iFUO5C))`iNaz0Uv0bH2aUWLxw6s=h!$s&;lh#;BQb{iXj`i?5sh*o92 zk)dyyxJ1uve=1x1b+@y(yoNLK$(CW-j}ToW-dhA9d5B2QQ(rwdWPJ@ac_Ws(x_viX zvBYh${#h6f0sft9+I|yVL#Ia~+Dxd|L^e-yF_1sPylVMml6kGAg}y_$oudoL!S>?4 z8^A_Otu85p;DEair#|0>XF=MbwN-doolnF`H3{M}=~|E3rvaDEc=v`@AP_<0IL;4j z=DtVxwwi{c74^w@?5-q~#-uNqw|s#??YzEj3C z+-9i$(mxR+)V?ulRxw>Q(rIgL5=N15BrB5^LY_fmk&~7L=ZfSt9~53Tm3MlU&KBAh zbX>HOZ^z5gP6^1)JurPMlCy%Q(NUb8O%Gu4<@CDdx2HpR%q`=#jcsjKbGk{%5>3bi zBV&TV()fGgUlMp~-rmnn7MG2uYY^R8OK|a%HL9J>5iRp7eCxER$=vmw;wzDF z;6Dys9c)0bh!XLowpQAbz=lG@XdsXqAPz#3dE&2lYgy8l;va_m8+&;Hy1y_YTTG$E zyC>MDMh6H$C4l)<;{+a+{Og*^RjO2KJle_s0N^iwyZ#CKjtV}{mEPC4;(avtJ{|E_ z#yuazR%ASudaNvMuCJqxB>n70M=_^X2(icI^Sf|ihHCvH@OO&E=DyDy%OiwaSz})^ zLl}7-vh9oz004{*PBIGD+(HUP?i{FAWqRNhs>2kS!^*2un;f_BxjSr7$UQ@{ZiliPFuki z!}ff%t(L&um0qV9`?%|q(xBA!rnN|L%wTP=TvKC}2Rf+6+fKCq`{_3rEsw*EcMuTv7I|pc+R(mTcO}KlOib#+m z<0+PLpPMIc20{DBBxa!g%(|1r4dhCzYio4!MFc=E&R-3?ZwCr-w31Hj=QZUTm&Z>E zcw_dw(S8-{I@Y1~&11tm^czU5!L<$;z0;E!-z0@%jWIpRs8)U>e)6WbBzylfemsu3G}r!Lt5fWQ@F!5FTa_LkQd zMAC+>aj2!UsYEg~X(A(JADbY8SvM%-xa17igLnhR(Wj4f3wiuO=G?=g3Fo(atdk^n zen@A>$ulsHBrP16LzN^Ev~c2DlaxCi{$Gb~glng{?0Pnf3uzXAXDx!kU}lJJj1($U zh``^KIT*mm?m4NVcvn!L#J5tu&9K@SUwlNOyReOv5V>)MI3(vJ=eVxR!BOeDo{|3m z2=r5^mew1qcW9WhZ;DbB^4zg32{`-9v>#rcKMSUv4X>V{OEQ&+2@Vr@1=O;P1;!5m z51Sb^lybV2d1TViNa#*(>fC`gb)%4vLPrHKB>NzffSsFK& z435Q_3$}hxcDVzd-nI0Tx}P@4^Qox&H67plG3WmP8SMPa67h$?eeDZeY>k0r$Y2Ho z3}gX}V17Rrd}xkE)hAb!N0utiBxB1vAS5U(yt@3Ljt)<1``_YjoNsi=L@3|Ag#5=m zWmSMU;F5n{wecs%%_Wn>WQqP~G6l-MOEYc9t6BDUDu3ktT- z+z{NKrcY6xI^w)H`xRbyo>*mg#L^j=E~RWCeZZ3#J8-~&P!d`-3`Q&6ymhQ;J_-1B zsCbJ}lVlc}Y?5x=s!I7|11vBB;1E8w^*A`$wtTiSO{9^q^IU4S4$~wnA{NMx=EEjG zg@+BnPz`(LhTqlDd_I8ZAWyC4_)ZIM8a87c1bDr6)BJCYaJk2R%KqYa>#(adqY_WUJf!gJ>$Gbs6Wc98&my#c=DE(m<0&w=k;t(4&As zAZ! z{*{WFCY^h(ypu$woiMUzsPrDVADwjZ#UvL3B_AnLNIkoLc&sDwphOpxRjc z1@OXYnpc%__K{lZ5wdM%Xv-sR9-xYd(~FlePI6J@J)gt2QrYOjIh|%@i;{ks{{ZV( z$=@2j5Z&BqzAe$-_%)un1YG6_4PB0Z+mRMjS1gQam_0L~ySKi;T@4?>+ zd;|DP;jI%|m+X4Rvu!N55L`AJ&12>;#!o6bAEkU#{{RIK)Gf7t+9DknOSM?-;FEl= zpbwde?mBQkI`Q%KErwS;3^W_4?2j7w&!cI&&Fngso2LQ56JY0&{v21$Ulq01m*SS6 zr<7DkrBDL#)YsNtG1PQ#3HWOI8^|}AEeDYy!8yh&<4+UY%i>RrR(A3H#%s9LZTi=f zg-O?M$(=Q{ibvYN3H(0Rx^<1x+=ktb0PT#|Pd2@%P4PD8PV&HoEWlMO(-eFz@S|F3 z8eFlG!9Z6z?f@0i>pm7(JYfy>ygxLFv6utXrFwKEtY=mYo$tfFPS-`yyw_C{x^7&L z#}zk-Ws6&pWw&J$OBNVb3YD~#A;V*57##@z0QFVz6kdF|?O5md~&G z_OGu$Wc^w%5qv4Kj2>W98!x!cc3@=~)oB=F<0na6{2gRm=Lg=HBLwGf8T6|LFgX;6 z0qb6LUn%ob#L1#HPBw+--ldHX@QQMwJP=2{OA;T#hKKQaoZQCNQ29J#h-T=U0jYeyhBRX*HTRy;Bs zk`teLnhyx>#$)U4NlH&<9@6aPZDP9L@`~Bh?e2~ULUZk1KAqrw%nz0NS3#!uDG&qY zS8Y4k7N;v=VRpbDEc5MMH-q$hrqy9Aq}s1rA86 z$5BoB$mv}Cy4Yci{}#mguEx=VI(Dxz(e=j?Ay)Rvjl|g)Q-iKD@Dt6rLMb6{SKPqy%x#~Eq1lHs1)jT@fL->bZTvWQ2DMlvL zq;31PhpW0SKp4$WF0~m?zCZ7(!`C%*!OK)SrC8-WcOpD2ezoHMJQ2FMh!Y373a6`d ztoUs1W{NvlGON_$xU*`h(d2zkQ-^6d<2|f?$<*kcEz>OR#4}0zzX^sR}!J9!nze4kQlf&Ha?SK-*m#z8679$gYv{iL-^6@5HRN&(9Gr^yGvNn~JV~h~jMvvp1fh3x ziu)JgR=Tg@)zc)CC8Olm(_nCwBkrZ5J`*#=LZtcJuG#4y4ZL18D+$1mhmF`Pb6b}l zDZkcqpCVhcxgP|R+Pw3_+P0tJtw32Sg%UB(<6VB2VSRsPEya{XDPlu*tt#_ET&DyY zlx}u^4ZM0h8?U9D^7)ZC8De@@z4&`svGFycUfD_;9GrHqlLe~7YWFkV4dJk(HSIsM zPNRC7bf$S(l%6taQJj?dMN%u4==F4kp_Xaf^&P3!vkQn?O@v_Mk=Kfj3Eky#PT+eA zm1Pme;yAZp^a8t<$15wmq{{JufC0sGUN`W0@kW>}Hk_=1lmpxv>9@NhNhCo|IjWZ0 zrMq5v5s-1z4%DQRT9U7G8shRD7RD<{*Y|-yRjYOrwa%9IuWgK}Ju92|uRX?}t=Qh9 zVIEMe&lRoVEn4F5Rc$=Q@`&@CS2U&XSm=($pAK5v==yEdv9}}=S!>LGECi8iHXOdnS;%lZGqKI)U{y`N8`~e$oUl&lvX5k+thKKXT4{O#WbvrIY-%~WPCyK z&D1_L(=@$0c_p~HSNm};#huun-!?fe-G&DPn(F=pOLyX5i8>~ocL-}KF37mGc*$G{ z$;k_i%uYIY80}s)43;)tE4kGLxS8UZTic`b8R`l3KDj3Z=Dw2nS@8b=M6l8 z^Y&Ru^iPX=KZo=|X(pMd*+~V})T)ASwZs?5loCl|%#L;y2Md#ppdWtmq?T6S8FcRf z*f>PI(q`0J)q)UPd0-rZF^~Y*I3==4!N+e7rB{dJQX45t<*R>z&6w$raea=`*Tt7t zPawawkS)AuT1SYtn8th(e~nX+RPFh*oHVz-jU`=4^6 zFiB!L+BeUE#jI;{LC_!03?i8<|FqQz|D47 zMdJd_JGBliKxLZYlmvb3To69+0PGy&BdG$tnsaWSz2G_>T7Idc+NQZ6MleL? zH$QcoYN9sm5Ocs`)UfM{_)q={DSP7>bx#B9UKrJM?J_95Wu`%??>>CLVz?qESfeV% zV%@qk3KeH=cPSf(sc2pzu)ee!GRTuhcQk2t3~uAeN0t1wnpGt>ZbeWz`9UKX2DZmz zade?a5eIe4%Wld)tG)eBx_NdR5f@HNTi*VqAKLTw#Jbgp_<8V$MT5ke`PKA`D~or& z5!yg*9!5r)(1Ots8+_^p2HfYG&G=7md!@r_E|$V~)UIJ|a$8&Lh;s`?C}oFnAdfZf z6$*Xg`Qd>k&b{IP00?+fK|Un4lGjZTTG~Z-eAA+0-pm4|yuh=V(69xuh@@4)InOij z!^XO2#7_>#;%|rEGSl@PIjvqj8(!0lFKUvzJhBL+J9o#hnEG<;P_{u8=Sv+b(C36& zjrEhh?QPj>vftG9XklSOm$Sc375Xl}@K3Y;4{J{)jCOL#_YUL+CsMK*2*KWalC6Wz zPET6(X)XoVmcmHJVr7vxHye))$6?nzel_#ofp6`u{6fAa)4bVyi)g>Iyql36PLfRS z#G-%$6ahdWkhs7H73rQ4_?6+`5@|7N8V<2-s6}%c!)bYGI>{WT=ZgV}Cuf=&M;%o2 zUs;u6;q_}X<8xdTzOl^{O48Ec#}wAbcv%D}&m3s}TCi7K^d*aA5C|Pf`MJ9#>^2@A zxR%xAjpUd{rNB~>F;lg=ZY#*(_6IdBv==h6-MBJ&v22~fpO#rOgU8H47~>;=2Q>T0 zp}zYqqfUlPhBL^GDQ6%6uOJ-fYe=I#i5}JKP>jALd9!J|NU`HxPsH9D*7V`0Xu5ow zIxLfTg7)s@q_(lD{GL((M2uN-*&_gT=~;d&xznzEH*?}KbqCpQEPm4WXuo|5I>#X+ zcHxW-htzskTjEW2(%Zv2#o4gBxqBF<6WhQKnKJDe3D+R6Qa?;rHLODSdQ=cZo1;hr z$8d5{RKUVNF+!HXIZ~vOLX6<`_3;`l?yPcQWptga?{8kD+Rc@{{{Vt5FCuK9v_h%7 zK4K83A77O5jPs9L`4{$*@XYhxNhm-g4pw{@W+Qe66fh@}zwHgDuNC#Jl4{H04KCgo zLd3EN?~->R;)zs+z{%X(ik?qKuMGJ0qM=q2Huu=sFCkR}XI?Xccp&u+*R6W_HDv0q zG-Hp0cxU9#o;)?BUh6gn>dw@;i*T8k50*lA$e=ofMhnORfL14y*1C_{Oy6o>05v!~ zGDBR;Wf6g300t$10~?3lBWdRwN#_+5UIs}n?jvy_|aWjJO|4bURh83 zCq1hF0K}w*UxfOMS5c>v6@bKVBeZCNQ{^RjIUTdbea;_9pBsp2$rn5yrCN9+!8%pG zv3R0wGfP;ex^`{IFs4umW0FZHjDRueUNNQoT8HBY$0;91(YDU2G;%OhHgO@6Y=Uu;3IUZMe7u4y z$$lC5>L`3hn#Il3^BbGQGs3Nx`Ph=1ut6kkCvFaL#w$v-V;Lkx8Zwkz&#~jbNbMdt z;bag-(X*U|%C0y7bjj;pU-6H|ucK+o_VCFq(jBo|#DUGh$R;%oMqlOySOd@wq-UpJ z9{7IqN;-wr(nW0?B~j)1K@3JRSm$pb40o>@{h>Y~czR6-QiUhl1+3CFyjSKjqz%!q zal#$S001ADfK6>Wi9Nf+@zO&HvBCBh4HNWo~KQGLU!9w}Q4{k^2SB9FD46!hAnb1eO?(ke-`-8<~ zBr9_^rJ_DT4p}(oYmEN@I@hyV7S&D5DUki*oimOFXX>Wj%U6atTXgpyE2!#JbSKif zC-9iZbLC&!_u|)xJ{KPh-RQcb#A4P^+(MwRnlRg4NbWKG#d~+`x#G(??=?ROTR_A| ztC_6V2Z-kaL7e&$cpWR}ANVMCfoh)+{5NGZMaQ2cfCVIBq#b)>fN{SG^$14j2Z z8`?72KQ~tCl1Z;G8(Z8_mhWHkI_Oc=wX)FQ{xj)UI=_HY^~M2@4X}>5&3wP`ronZ8 z+8W9=w)1?qVgMe1;MdmPE7Pv^Z-Lhr5`ta?$x)7*Yv!NXa@AkVSmbT98CQlc!O#d+7kZvt92 zsi^Bsan01gpZ0Ouy_dz7H!U1+#(#E@V?MQXF)qh^@T%Gz9+@4@+|%3$#?T6=$0L(k zmzr0Xq&2ZpazF>`S9HxN+eX(wj5B=bdK%QZwGUumSb+nT#}frdsogrD7TW`)LbUXC2S}jwe-*I85GOmtNRCX zcH9CN(!DIYx_FeC!H&bfVA?+k4B(8K7F_T+tDo36Y;dufe0~_bW5i~w*viM|ZoDP4 zDT#(U^rcx!{nOU3p9@|E`-kxq4-H=D?jOpdk;R$0a~0v4iN=3Ay>8?I#Xj4^S9`zJ zo_(uI*TT1rgXNk{OQI!4{YL5XFWs%3JrVJmj@QChSRWz$>vKr(wEKW4eX~^wO&dl| z8;`ZJS3&ZAm3l2JCp#-^NbszV23NIh+W1EuSM;uqT9W8%86%Xo(K7i7*V?u8{{Rjb zU<4rk71daHMF{|>Pip8ip9sVVJ39MURVs41)eY`)`e%h*fW#HKW8odgZJ!_t&2W=6wD?;aU{jykNan31+SYX-n zJJ&3l_{K|hsHX7&ht<435kL8Pv>0@o8r7<_kev3c^degLu1Vy zeQMpei_A<&nB&s9ob9=)lx?Z(i{k~xJj#|o7!2f01$g-J$yFb{>EASe!hI+F_Wf%q z;v7l#l-oU!_{jp~%s)EH)qGmAf&{;fd4qWEi2ndue=$`j@w1YDd;b8BR$p9CsY-A< zKNon5dJtsmUS;C_W6V~=R*tdaMz}&t^!KhmUcNGh=dZnQPa2Zk!mEo%9pWczo3$j8 zH*}?kS4%#346ZuVdb5u^C;3(_=#ix|AUG$jVT!NqnrQZN8PiH>v$eC=?XRK>EMsu* zit)eNzR+s=R5oR>1A+(RU5s8W(tJG_lT*G($NO!H^3U2g;^%@VwuRx=p<)<(p~Z8> zN>WGCbH!6?{SK4B_bsDn8guLeX3?7Zx8P>4Ydwrt4>u)8e_>w~Xr4EN#2y*9T^xCx zFjJcP6X6Gs?leCS#J3T+eWR!~_B5)-33?x$;v*+j-?{V_uo8W8386Uw#&KUod_K_9 z_rNSIA_hi_j1F^(`KQ5`hh5WR)F)C4ax-68{?0JRCx;L_^;`gJ&uvc?CUpE15$00( z6IYVyH0fbwcbAfV>)X5`;i>!^;h1f$;XY$1+|`}p{{Ro_7QQUBo+!tb^7a+e_~XSE zo*B_?R^#tWBF4D&s;5mtO|mCbnOPklhl3k6GdAY~=Bq0(g`~ji+Od2MaV5=zUKcoH z$2F-SXv0kHfPHJBJq(P$8F+#Z4QO-fcQWk(4l;V0=YAL5-)gpxuHJ?obCQ7iRzK|w zZnYaNKTNilYDsvWV&|yMb^24=Sz24^*0BW(5{v;^xi>ow+FZ!^&u%C1=$=3IvB()Q z-WoTwt@1=)qk8U&XO!1r$+-U5~x!M8et!ex@yRwSbIqscfg(71tj&KzKC5b(N z0FznGT2}<@YsYUr)zR9gjNmA)7vlc_ihdsG7BVim@drTDrN$UuYnJg5{{R7J&3Lcv z`{O^^tHfRwx$!lx{1so}#+jrwnoVutn?Dg1jnJq&+}SjfPFpz{Omx5%_}lSA_SyZM zG(Q>1q}u#W)U``5I|o$JJRagAnIF7UcO-JZ1fRMy_}8Z#w+T}V?J8mvTj^(i#@G31 zc|Y3N$m1OHK-<#kD{?X{{Tvh z#WTen>lHgooR;Rl0{;MOZ`zwc)IKY`AG2?bwJCf(XB6UR9%MD@xv{ve|~e52ixIdDka%4Dbh2UFMB)nnsjlc|>LrnB+Zj4glxcxjzX* z65U*1O&`ebwk^ZAbKbnG_VxXsZ$1wE8@#yi)}XLo+(u)yn1Pfe=cld(b7An6EBq&3 zCmBx+uOrQW;Gn-Azp{kB4$w6S-&FAwo>laU+43z1FN_R=e(rv?@W;fG*B3!_9TA{` zU(1eV1eanlyJ#J`_c`{fUN88M;=dTQK0DQf`i0Hoc?ojdD8~(s=bi>Q;F`soQq}ca zIpfiE_PUp73lwXTFhF8?z+9eMynM`|SYY%cf=JE=agTcX-$3x?-jSeqQ%>GiJ3T?~@9>R{w(&Bk>M1L(MNR<*W{U=8n!;2 zYd%#@E&9FfX7{z)OI=md-219EsnO)?%aBjT zmMbK1Y`Iy~uF^8hBhF6%FHS4zU0cJS+8-3OZx`EJyz!VXbhe%~kQmhSyz)Q+R3OOC zHy-0YGyebt=+k^J;r{@Nm)2Swh;8q5qBms7S>q^n7XxW<$(&;$Ta%MtUTB^c&Z(;l zpPfF|t!&CelM|5Kj)3Q&#(r-~`wk4C@q9ZUXVy~bZNK0jJDy?{9L4i=iu_M1n@DN= za|*&4AhnKZ)<=z$q}LJ%)BpxcsuP7Q2RXqZYnkx&x#EpON!0Z(5qMtm#_ml+P?kGq zlgyCXM=(n%SO>;lE>%3LG`stuZyc8Rds};T0CZUdY;wm7GhpSb)4ysD4|sFLdIjCJ z#nq(kWfR-ow8*4H&i-l!Un#bL(ctm4MoP9r5nl@USK|+Yb)SdcAn|v@?-fa}FM;jv zbiXUiSfqPaDIiH(${#aIB$p_6vP8j1#dOf2EN&6fwvm>)X|1i~wLNG~6x?L@Yv-r@ z4M@LgzaD%|{iu9cKW8t3_ZD`x{vwLbyLte4lOi44QTPnr(2k`#Is8)J4*$Q)(3_m7`KWhQ?@YjugTcuixNe6Pwdy>i?|m1 z#k%I7_6=iNxti`lZoX_jWT|f~L1sh^B!4=hMqQZ;;DM3{)E)=&9?Q+QXs%4MIhALd za56M*`11$_f~iFyatdJdm=@dHuP?Df^3PSYVp zTUeb;me!wY-y9`Aa^^&mMlvZui**DHeBM#6c(U#MP;{*|?HNX%L;~c*zh?6iB@Wmu z&Afu35s#ffCAhB3;YW?Hbgzq3X}5Ql%WZj~OtZr9t2DPwcA;bYL2RQ&vMFUMxLFi- z0=Y04nL=tZe(PV?_4*iN@VxY!OH=EeHYB$2{8E>UZMH^MVX;mD>Q6zt2b|VtiTpdO zYg(0s#-A!fe_^aeXt##QzGIVr+9OUz1FEJl2vVSvmE#{)_?Ky<_)<%&{VipS`)1a~ z?8K`Q&KgyWDQ(+NAeO*9U~!U1sMu)MSC+qOK(c+FXY!HaLaM;N_rN1@U`WqSo|XER z0x-nVP7k6#HpR}S9(R)JXX@C~t>B2>m=<}(v}pUuAd-5i`B{}!NhIeZ-m&ehWU;z7 z7R&@m6w4cnVf&Gh8m3Sca;wSj^OMxz^ig<+N|RN(@ai3t+C+k45bceKKo=nH-^jt^ zJFAxQCEPl2H(qFkW4lj2DAa^m8M#8nJ;gu)#ubQVRwM#VX^U`*Qj61KFs^O#v~OFWpD{2f%w33)l^B4_xG&&OOjn$IZPF6qF0I6ci$=jCTRcXt0bLTBC2v#%#%goBC{lr8rOEy3x3^B;>jAYdx z6|MEJ!p&|Q%lK|?S}CPpv&XSfByeMl1SdOGh1`De1o6_gHT^;zJUnZ$(_?x0xMWo! zS+aA3wQ@NFjB}i3v3x(`doL7T-Dr%m2%|{Mv&kDOvq)C~auYb=hg=33=ZgIjlU6<+ zt@)Yq5BwF&#J1L6B=~FLud|siZ!T_a?TZcT1PsxMoT&^Mh}fWHU~WA{Qut%2&1d6H-vRh4GSnf8u*6h+0CWbp3c5< zr4k& zk=*=5@fD7t;BN(ZGQ#Edc&o&A_H#(GIui_Krj+N8nC-@Kj`if9v{#MX>i7N$v%5%i z<+L&grIbq25gA>M>URYgU`9yEUO_e0{?Ohox$q8&@TT@_cbeucXu4ax<`wR?Aqa(T_TD%$@4f1gO^fH);R6RJXb{DxBv-3_P%pc zNzUQ$M*L_#Gt)0%*A1H7Uq= z8-w42*WSBi^f+Rf;h(lQ!z-T@c>e&yz9YA{5=R=CoD|?3fnDgUmLmqF?HYrU(SmS&vMXc3eiqR*pNQI) zziF{$p2`^R0LFe?k@_0)D$}%_&t8pN#xOmW)?|vx6mOFX0MC3^gnz+BzA*U5;RnM# z66?V)vgc6Nk~v(E0>+@R&U<>-wrTR6LO5ZRU?B%SwexTM6;}4oQuuY@{{RoieHFdr z+OBNgLN=ER$o_TnS%jqua%lQ|z7d^hC$Wk9T7J;?y5H#!uZ;R-&a*Ir;?ay@Gt;3X{{Yr&=nYEV`Y-q=l=d2~sQ&=y9yTH9Skh!Wt$AjtD;4uBc)ijAw^kP8Y_WA2%A55|#UsWap)Ouk1l_9jA&f^pa2S0=O0B zdfX2)w4pPw^&{TB2liyRPY--Vj``mUDg|ova5%0?@o%~3;_%8;WS3*|uzWgDNiYNT z6s_PGfa2VKRqEFo97-}H>+Myf(j!rm9zP2GE~P3_N8$0O7I~5II)RTT^r+8+6@TTA zPipk3w8a4Yzok;2PmODg{jh$-cu7eyv4=;i3Tgz=8eqo$YVMR5QbkoqS8Y9zemOKr( z#cJEas($TLh1E`K#CK|^ujfrvK^|LbYT2Tx0M^xjQGhF#hf_pwcM8|j^;Kdyrt8?= zokWhZ$gX%buVb{3dBt-!8j@`vHEh^wXa@`j<5dh&T~3JAM?(NY21RMwEM-PTbFga4 zInj~39$JxC;JZl2%-Qs=ULAE0N2fQ40{;LVZtB9s`*xAo zMXRC=ZvARS@d%HQAk`%RLFaQ^q%+&Z3vaB#vbt zoq4q0EM&_GvF)0HylCI^)c$qlRmDZIeRZy-u{#t%UyuG|)#kUE6 zT0h}2$NaSYYl5X$&}%S#&rFxaq;e!bo+wWj5`WfywdRM#Zz%aB`qcKi^p3+aSDA>! zTdAcyW0O4~__I83KU~vKid>xehx4u?JyF?4TlJ?MTqn)H@UJRZt#>_SpDi<4rfgt>Oz?`5{!~ zsx~X(twnr6uG}rW+LZ2h0rN;}^q>9;G2&nBuZ8kiMx*B#HTlP(-ZN`ZqJT?I0OQ`h znsAJ6kEf`w%6;4WBlt5;@c#gSbk)}v%#uY?cMRsf%kVeCog-h+?c?&dh>n5so4K+SDN ze*Mo5v~;ob2a1@z^_|FJfa4YC-?T4?r8jzggmYtToA3{%dQGOEX|GtrarTVt0E`;& z-`WyZwDF7s&d7`rgIyS@a?)(a4GwCFGu*xr>JnV|LfpzZ+A?!p7OcCixqX8*$NUmA zT=*{DQH&4|TI+RqgX#OEW5+eEEoq}VwpAKOnfybrxYay$rPzI_`Dpvfk813fb)hn{{SSCs=qM?%LtC8}AGFqUq0u?{LCNRpUoVB8`Ic5GF3$0OG#_KWhH~4QU=J_>ley z_(R}nbvuYP37Yp`w6rMto%F;!sT6quEn;oS3WQ&f0)F=&rXC6Z0D_c$-QF;sJxAe3 z?2y{TU~We6_w4HT(Ut!IuD70hFypS^ee2S^KmPy)Z2hhLKO@@wZT|p*eA!%pPoMt) z2?y-UlixY=CyyVBn&7QGt=iS3((bMJS^i~ErD0N2~!vd_fN*~8-(!Cfo% z_LNqYw`>J4lw<=d<*+h z{@=P^!A%$92$$jC!`&L*+%})Q#U`sd`PWh~a0zt}93+wQ>~K2s+X_4@h{E&9N>fSi zD_Q83lIgAAk>|q`#KNWhQ` z{q|_d0OL64n)tHU;4j1973q;(cz?t;;5-IL1%?8FxSqa*0q;*AvERhqD#k0lBF1Qv z=GiV#Lm^Vpu*#FP@GvvaTI0gtaO(cTtbX(8u~?i%Rcf$jT(jzW?ZuCWv{;>xs@vLI z;P9$&euVR%THL)cd_LFV@PwD;*6J9}rsaTHH(;vq&;kcexc9Fni@+bWKf|3tFEo4o zTHZ)O+Qo~2Gu$vDscU{T_>Fg}uCL>LIc{!ZWiK&93mv^O6kuRyxAL!>%(!bCR;zbS z9hgkQjWo2>`zQ8tgG?89q9W!9Hca+&GKKPDDp43731S=XFc{o>S3|D+Zt%h-*12us zo7iQD$!QU^wvpkxx*`0%t0v&ck&U}X&;dEfBECEDAMGJ?;7<-~ntWDLMK-j%E-wV@ z`X!MEoR)oP4#bp}XoW!fnBP5-rnB@?*UznE>k_j2Eui>4<5o(rNCbeRcYJMBChAXMAmDf6~QS!$IK_QJ50r}1s z*MVOqe$QVX6XD;FE&Ndx?1^ls$$4cL@3-2yNZkqmGWadDx5}pnwS8sc-y7)u5cq+8 z1Q&L&T1Tmcxr@qp)vjg^2J(s&7}aB90OYO-&m;1#D9Lddby?A;7t2!ejk-x$HTO05 zuE*PCS*0v(6*)h8IzKe_KEC~nJV73d`$TEh);<+jz*DlBz{N1ZFtV99#f)`(L`o(pnKw;B$hlm+1O!o;7LhUR>U>xUxxOyD) zuV;biR>EY7yK3CO7a!5Hi-~0lnEQEK^*r!+$!o#G&lbMW{(g@0!9gvT&M^c)nf-Foz5}MVR+|D)~+q=?W}B-9z8)skXwe> zv9s?eimEVKkj1!>!xdmbIm;6{)x}D3T~53lBMK3UK6U>9f`It@!P*z>+2cDMU9DMs zLE%keT`K++MObg*g;Akr^8+-p{NYaQyF|&3nEdYl0D?w%LtNGT5#vxGjGb-lG>ZrO zbg@AkjIJfPWI)15)+P()E=unT*cs2zpA|JNNA`~WoGxsBA?r69ZjzrIr?R|@PPMp| zwFu#w;zfqu1(Zqy%QuvMOoF9{BE4t!c=%_e_+v`7x6y18$_rb0Ak}<1r-0VhDY7#! zlOw2ThnE~1S~BFcu33u%kEDfIJeR#WYuR$z-+%l*_615nO&UrgB#_5w zQ6a|!$avk6U6+jYSnTv@|5Pa?U@m}Q1FPFhDCDDRGb7abao zvZp2QJ$_G9>gZ0Nv*u6TU!mmx01q?|6^g#9rlF-+&2M_Guu79ILE6N&H~#<$`G^=NiumvL3DbOG;Lq7J!oCdg_K|UE zt!Va-Yp7XGd*`$&(=@T}at{V4Rbk2Gf&s{_{{V-cG}W{Z8QANZM~PcY@XmpGa`5Q( zv5zYC3o5LP?5ZQT5xebGJ9404V!qEV&7qdf({Aeazmh&nFv?b87bT}(_y^c}+<)+k zi;ogt%eEkYuV!{QH12V{W z92MJ;GFzgalf%+Osp-(maNc93v~$9YyuvoFF}JwE$<9t|I^y0l1=gK$as+yGrZr!v-rhg($0hJ$4MHChw2IiX{>z#dj@!#H zB#j`GE4Ks&3`#Coh0fx<17G6)4TZ+gF@iVk&JNR&gWN7Ud)HmzOIed$xxMmYM2;qo z7}1QZidY=(INO!R6?2SN5Ah!FP`ba>tr`T5-9aff{$yq!FvfTaJNxrov?l0Nit{~+ zE8EtS@;*rYqIH{%0^Ug@kjBw6hGioo41R610svG5a2bF+gPd20{1f<@sp%d)Xf>2( zSJN&x%qC*)Q}>ML0gwj(0rH0Vv5!w|{iJQ}#rO6#yWK_hgqAT7Vn88zVn*gpQL};r zk_U5NGWcK4gW^q|rEMf{=3JI|ZFdcd@wNeF+OFTiJFe1k>-sJdyQxYtJ~tOZQmZJR z8UDyNcU~>{m*cOAz9@{P#s2__M2wQaTgs8kJ|ARxS$(qR zC$_iK(pgv;C6F*@#!gi3J@bRjdNPWX8RtS=vqv-g8hA#-!*bed9w35NkIWBmEb)l~ ztGFr=lhuEtSA~_C7!uLOquWIsNg?1`AVX@I}bt}m>q*1)WKnd6a{{R+!2?Oh0bW*1SlE3dN z8c}NyYPZo$w|M(4(=6z%fJWRL_3zX2uBT167KFh80&CYYIL9RI7%j(PfnPTG3&k3j zjl4gs=&;?%_Q4>T5=1DoBb1N?B|*Rh0i0uhJ!|OC3tL}lx&@W9TDx2Xi5;Y3pamhi|J^2aOmtgnaq%365m#5ecD5gB6=Oz-l5sB`?QTK?zk zR&Q~`1VTaUo-thSiELed6YDo{`N?&0rq1fn3`@O~fw%nku53j+#NQ1&O6RBiKk==H zi+mt_L*d;;E})quYdPb=2WcR8^&g?HnLlc8fqxgjY`=y667lbb^~mB)KT(!T`yjv( zw6gh#bN7bc{K0cQ9w0?ew8ra!Zj8)bpCEDpxC`^;mk;2e}daCttgD!qV&_y*QVWXrlP-nq^X2lTGP_QTV>E8x$L{yp%= zhoV=qlTt*TK_|;%q1&&yHIW{TZ8wA979>d&n^g+(N6Uake8n{=$*0pp=qgQ3C*M=Z ze`}wJ8ux}i3`OC8580D_tbe1VxZwkJBi{#)rEh-5AG7|Y@YCVlh28XjHOUgpah=76 zYd`jih-#XjguWkYR;nIL@hEaSg~feG;O#3*zwjM|I%(zzLQFX52mb(Gy0LY6FqU0N zz*1AjIX;EmCr9&Rx4n##6)@~OXa4}#`d016oL5_p_RewTJ*L-;bSFGh{57Y^XQMI^ zxm4g}9OL|o(6`a9wF@sM1rR#0`N`@y{{ZV(l}@W@_NPrL9wYl!>YARF;n=J+c3~y$ z%0=>ygFoS0egm_()ASognqtkc1}uHKu7~2kg)DV8jjo{*eV+`ahIy=?3>FXllXP~N z)D`FHUG$r9M-5+yyK!c-`Ihm;fH?=&taw9GI%cwxM%ZDFl&Nmod{RpD79B=vgby9H z^39$Yde=lG?sCa19~jT9LR+uvP*1Bxw;QX4J}8%X{pLaUr#`&L4b*x3m1YiovyVoNG<$(NapSjkg!6r(_zt*K-etiBl=Df+aFJ~jEm&EX)BYrAN zPZq1`qaF1na?On`X04y;(K`p0sLxK)}wx(fv-Q% zwHf8=e;n6A1IoiY>o<;*b}dt#wKvYLO8lmxms*i|-TKuCV`ffGHgs$d+=><^ZJEk8 zET0fcufyO~{X4|&tQ5U+)3Yq35mQ)7cY=F#r94dRWVDg!x_61VA2n-Rc$kF*KkHl- zjQL!L=~__Tu}lX2YnSVF6E#hwb}Qo6$WtflRxSKk<-Y#_*P7tX>#H0$9+f?|p(g(T zyjJZ4a79Q8$R( zoCC+!pnZMcCw4y?=Y{J#ee?9E26o{|HHA!MrY9p-U0vHO82)uieO__*SmL4zb=B@0t7fGB)tHbsclD}kZryYGRFK=dK5~7jIoWDNVD4*JUrOza zn%&c6b{mPTEi%!woYzIC!LbHw$;H%HJsdqLUgnH9MPtA}rBuJv#91N!wCPAi$j{|m z{{V{y)~aEo;PPHz*&WtkL2_B$yI+^{-Bq z7bJOetkkS`39U2C3cr6^^^b=hFOCf1^a4zV(~_wu6W5j-v#_F_Q}nOw ztNTUx3-*h<_=n@)6zLjr_|wE+5kKKy_yS#8;9bY1_+w7emr-VD%BXc9USCTdQY*X5 zxPyjB{!g~aeU2ih@0PD`FFn%!wLYIPty|eCQPRr#e_z)_$UYVPPxx)3YySZ7irwk@ zuZI!|#5RfI9}sDJn>ZK*Pd1tsJ4YEDNTxoyl}OuPYZ-Xtf<4`YVW7G6^DZ zz&f3*ryU3&f-B>H+Z*;i)%07p@e~kW>as+GI)=Y1-?OPuK?^7DV?)R8;EpJO`-qEx zF@IpM+REqP4~VAtNAVL#g4;mVW?%HnWp(>B>Nc#*tWHKSj@ijjrL(Xa?#=Rtf~oCk zFLm$!eZJzd+}=5!6WCRk?<2MP`G1wqv^5B2w$(}?ICIT(I&Ia)jbpyain$#}YRsMC zzrK#@2@*tnGCDR@l=28Y!4TNs@-^*ZY}NI!E6nyoSNsgKie0Qzu=rP+M9b{+SkJOgp32Hyw@szhA7w?cf$|ZKlVQO z9j@73{3-pG{1<0=Aq{n|>KZcYdYsLly(R7MojW(F-(O1E=z0d5V2N*|*~E&REOyAC z55QLOocU~yc9VB(`5(jo0Ps?O*cZn7&8LApGy6(t^XmG=+FI$_a@k#p?xu1TBaI9> zW+Z?B>zdN|<@-kbFz}AAW&1wG@gGT#T-6X6H0RWWQru;+iHx~BMw$lu6f)xJ%%LtKrxg>Cm)xlGUA(vuR95g+qCHy^O z5AVynT^D^%a|4h(T_3FDA1)bht4@F2i{8(x`6G<*@4?@UU+`3)+Lu%KFYq(P@aWzM z@La!P@n6JuhA9@&m}W~oD&KY{xqK0o$||nuS%6Ug0HuGkAN&&Q_BQ>EG|1riQ}9<$ z8tSfZJX_)`b-&iHB*!l$)XG^2>$V{p4$3RzuN{BExu5V(4;EisYX1NWHE)St0Msqp zaF@frGdB?so!hd4s}V6)k0+ z-Nz@(2IODFy@$$>`xW4gs9~HhI=7VGvXj-e_iyHLWAT#2)U+)aEh818No<#*KI-_p z;=OCaEN^VJ%cK#+$H_CcIL~a?%6iT1$BE$7yho}}EYG${oNgtU;G7P=)$%{>fBygl zI{yHItp3P?Eff9<6Z;ZYn5z9 z5&Jv2A2n7G8Ndv&Mxrp?3pAL>0N3W{h^-*C)@QKOiFjj} zq(pPS9Dh2R7-dR4?{;rmw5lZ@h<}FT@s_1@x=)1?{^DsA;@ZeNF&+L@?OvOt{?fm- zcf*LI(yu&6uiGuWQN*y`Tb!(FcPjkr(0X*QYyFacXLtB(b*Spv^DNi1=`kdLr~0Db zGsZrL13uM>@rq=J$5*z`BO@!}o04;$KOlPjYmT-elc{c0&bl<~LLACX7+x9w0D_SG zVbdl-;utjDPBVcbUFpcDU?VCB#xeo?Nv^xc{{Zk&uZEsF_-S|HTc3bBY#OEV#}n#N z$OwT0mU4iMhB@1u^dF6RhQAJjeQV|4=@#zjyH|WbkaO$#)+dZU9Q-|lO@?brSsvpo+xeg{>r#(5Yu788_TwTL$rR$-VZM#-@NM$Fn z#&gDcb?I6be*<-&4{CyKUh*gMXH*f#8+^=hfO0zZEz4OdRKnXejY zY|`TH3mDDCxloAg6f&6nwtToy!d&$=^7p{+*~3`Sd`02k7k#qY=HlN`h~63e$jz7t z3c76hl@Q^JF-^>cag3VxzuGt9o1Xt9e zyK4*@{GW-dWx1X*jRh-TnO|MqyIJ(|^+(<0xJ<(>p;EM?dvd#Ze@yxtz*qh-zWB}H zy>bse%Fn|e7_Dw*y_U=Ys3eS4u6B@{6X!4}RVB+S9H?Tyu!*b5cc2w^S!ErlVbcNuYp?(Ugmra9%$2q~{q0dVA%(ipNs#UDjjofgpFYyqYtY;Mv15{XY=pNC z1_#PSQj-?|;T88C#fBXTx@}3u`u+a^*Y)OArsob=yFbYJCb1qt6vYBO#Wm$4|f-qOj1$b=^=JUfJ4m9m&Qo6c*Q%ZYz zb&I`8;TKCapfOxR;xsWw^1NvpmI|vNZW)bxukAtbd&Hg*{j(tWh_XQ59@cy;1rHuu>({p;`3Q?iC46!7a1mG)nI zUz0t^cwb5Vn6*p)03LWV!@8cWsr*9m-K*aCbM2d6d;60g$q_kNqmCgghkFi;G65Cr zUMmudt5}YsJa*-TWuTakwYK=S24qtHVdSU`yOh3292^gaHhvTFe~&FZP}VcG-i4vW zx*f^1n`|)Lz9taL=Mu@WB88V5N|hjvr(fbGq2%h`8t~kDjF#7$hNxkItN@UkXk(G) z1(<{jhK)B6tWE;*1$?F^r`9XSnO=6)zr*C0^`br6R-&D>k43ky;!k4`(Jqqe4KfRT zMePl(rH!Of2$o4CkVVRk;V~Id03Rx{kX8BRd~vEgdP?XX9n{|NwcHn1GP@7oMfQS? zZ}Kvx(tw_>%Sq%$ijd+)N`9 zJdWcizFZPxdcT#0evOl&s?|i6i+{WR35;QRyPu#R04^?1!*331lg|57L$-$OJA;R1 z&f>+eUvU7H$Oj--RpOl{%fmV?{;z9l8hhK3E!=*7&$LL}R1B8j1>*y^ZnePv&E6xw z*ZvP#FN$K*TI547+7im&WJ;N5hvXqzECP%XhW`Lj#df|r)#8&&({6QLKtUVcM-0MA z0fnAuj7T4L*Cm<27{??6F<-6VrA_6Lmj3ELEXG2j%%s1({{S+lhINfPZxRm1cqF8A*7mCnCizIep z-ZBr&s0jHnoDOh!?OZ>{{dY?6)|f6eOS^bQ)zVu`kBz=O=$e#1DU(sPhYFDuNJ1U$DH#YEKJd(Cj_!Fp4r|Du_U4@YjFQ-_+e56!niAoM7?o zjyO2B%ZKH^o~6_yI9XBhdIWE4@r-Sw|Yd?@psxsONqW2DEU zX~_bE_KU63T}VS?Yn+T^0!DH@GEHIpVV?5h^4mqX(ge1$&WBTYt~MB=`9bNP31Oes zyDtTJUh_e-I&`F|D?cWRN#Wud*z;6>W8v#3-69-U4I zuUogC9WsBjJ2MHJda*w+IRo`M?Oim|b|jWs9Z}P zgJPj!TX63w?7;k>bKm;Ytgb|t^ISgUR$vtv^u;sAJ}l7uC*hml5qOJGiqg)`-KDs@ zneeEJIXOR<<6O1ubkILDf8eQJ3Axh0Xh^lYJvn2B_e+Vq*g(m3Y-NW(HhnAXulOVP z+bsV8XY0K}>@vdl`z_d(!>X?&XX)u)A@LKzm;V41{{U#O4*X`+^&4Bi3~S`aX>RI2 zcM7S%!N4Tska~~Gy??}iwgk|Um%{H1-UEB5Xzg;Ab}(*5XJ3_BhXJ|I<6j=I z>Xs^ai8~|eV^P$j8cSE9@t4QVPUprS61;EX%j=h9yYWTiht6=KMhp01e@fT*C4D8{ zn+h$#n%P?_Bp-B)agRaIHN*H@#kL+d(r@JvW=Q6idy-cIM`By2Ugo-ggEzBj+MU_C zK15Q;WVesD+=Guyb6-6bt^1zyl4&E5{i5!r)_-bm2I#ta6)A5yY;+BdJ6E&(E%BbO zrYmSyQUN4K2XV&Xn(+^eH?#O-;@5@zd#IpkXVhK@_a2H)G1v93yHW8ATlmj)mF7b* zXWDU$^{T}|PK<7EfT_z?N7Q~5@c`63J$rPd0|X?f0B~_y-w3=&z9{e<8m-HI^_kVM zdJstdmF3?Hb?ELid-xVj!J#<-@;I));9Z^Gh2UuIWNZm;WRY@vZYH?Bl8qzNl~(3m z_>b~iv4{o{f>?f)!6o09;#eJyJjf3MyFVV?EH-mU8@3c@t$A08b$RsP5a{xhJ0B|e z?V9v3)SRPZ&BWDFmCoMpRu>N>L++yU^{ks|<+(2-HwbvCrBNVfjkfMg6Yp8@`H)*Y z4*BP;bt)D)9dysmC@x*wJL-S7mEfM$ooOoLa5T3QFzH^DlV{_4ShI6{9ChNT&nK8p zPkM=+*|;?Lpm|6Jg-w|`m99{*zy_ObXvM)brTw1HHlEcyHc1``6?!FOD>lnIBxWK2 z{A;Mw!ZPQrbJm*>=hC&TZv<Dikad$NED>sm0m+r?ztO_c(# z+RY#sYUY(aO*w3dCL}&_)~wngH3kc|>{ZKj!1~ll*;rAgoQsys#BKd*Muo}Ysg}w| zB-O}*oB#p())J_rqB<2c7PhB@llfKHq6#=(Xn-h8f!d$E1?2Hn3ax{u9;k9#h5?N! zwp`+vw}^*ns}RVN4i8$@O|vOdi+T(e%hV=76zJkWKmx37TzsSQrVp1Sj8c=6K^k1F zyJAA&Yhu!DE^}P$R{>i9)yVZR9C+RO*O!P=XMGhNjXUf0jw6%Wxc>kX>Lt;z)q7FZ znZZ!peQTQ5E?z|=e;Dap^sw#9<9tbY;!}cp)@`-pGh=mW>z0i;D?87buSIu5el53&P9Bop;-A&3om;5{{Z%G zxsE>#K_d}>qn}FFl2Dz`pvWn?)sjA-{fmEOjX&bg#ycMp_@_w+!@dfRJ!1MRh|!_H zym2V9g~onpP{kzDMtEYdWOT2^zuKSnko}&2XK&kXZAbPW(Y387!n!s7wHn(plu5ffm>@Jsh* zS1hWExo0dC0(h^7w9kQB=j{3Ln@o~DA616u?Q3~?;`lRjVFcxd*k-p(%@iOZ#losc zr+FZP0Omh#kJ^v+kMZxqUjzIS@xO~Mxt?k3PUo~zcJ1*l)x0k!- ziKmzlts`f<3!PR}ojLpQceVOI@;P%1ozt$Sy~*i+Gu%IAZ}=_Fnefk8wfKMWYvJ~z zsCY^_L{|Exr0Q?1W6x0;!pMXEdF}*uJ*)N;!5U}74;g$a(0(pM@nUGaGvciq`%gjf z9+BX?-Con|yn`&}B8C7k#G`!JM<*Lie=MMq+0QllHTx?60KrxKNBb#$#@-J2Ii&mz zj`IHiOiR0y;t6$F<7rk~xh92|VBZl%D!k;Jb_D0goYe}^pR#omdd4k9+q!Q>_cPPO zQh3#lapPoJ-rjv#Ky2VSsW9V6b zY|n!Bf4s4d@?xWcwqyFY6~X*m{kXMFUqqVE;r{@G^$FRdVX@*7tcM&1kTKYu&N(B1 zM_T-;(>?)z!DIYo0Gm&>_@NwfEBJIzs9SRru<7oy#bQ(V;~7rrj>M6hg^S-&fTCOV`DGLXgm3D@R#C&549p1-h9!v6r+ zufuO^V|JR)iLPTX>OLTn&_ot8Lo^ogc?$Z3Du0+KlU&Cz!b%@z4t1@D8swsh~%6 z%eO1WYL|&EVxLKCM(F%)BCYsKWu};Hql^I>_32*gm5-ir=G5UoXxp1vJQb=(soBMG z1eUC`+uTI29D^MhTOo%|2qM2D{xyHWKKv8=So}HhFNS^r_;W(=Hn(eX(gUaIkwvH9 zkT7AAAf#I}?Oe@nBX94C004fr{?N9OP4MGd)UK`-5-V3ZKSN&@e$SfRehu&))x>rs zX4EfT_p;+4laHvc7aLZjaS6rP^{_PH={{w1@SEb-!yk)(vj>YWeiD2{@Q$P5?O8dN z-tj?MmyjifMfqin_GROq#=D=`WA-8OZ|!mMW(^y|I_{TfbaOjE?5e8rV>k;gRSkEf!o zw_6ue2T{ekTlBee#UBB_Cj1w<)EDBHfi(>tR*C$%ZlV3mok?Vwa~q71IBvD_H^n=t zwf%ol@fF+wK6Y46-bfq*ao^=N`hB4O-~Rv-ZM-culkxMxz7g@Zmlx4S2!P-~JI>*p}Mim}HUmc4D&+R)L%8 zR`Q${VDEsgoWGV@Ka<&A9voMn&Mqy zh<9=JcloA#VB?Gm?|*2o*|Xyp?7ibTJQ?wO!gE-eWnpWnM1*}WjR|%kq z@3lp-jYBMBdjY@)+~b<_t5L6mn}t}k*G6{It4k3TI&SIqHhv!2wxQySa`3s^C?n)A z&Oieg=aM+DX!yhM=KlalOD%fdA0plzEKhYYaPAu=l}`nUJoHh{LF88*@W(>AO+I_e z7b`o=n2{s>;Znq8dK~%=F<(ULo*dG=QQ!!?WvJ+YKA&SMT%;hG7_tZQ@)Uya^JRxB z3HsN@=NXH`<7rRq-p}TJMq8J>MiQiY+UWDY*?+{N;${8E!h6NKg2F2UBxWfS?Hfxd zAn)Xo!Ego_8}g*r*xne@H26FOE-m!r33s`!ER~6PmSHEA11c`^yMbric*(%VK=_~F z*MRjO4EVbC;@0W3@Gm4=n_GK@l1O1jS1L$TlnPil-O0$~9DO(NyW?a!LA3CXiRX^e zXtZbY=P$A6QVcPMP`M=`-yMa)k0K_)7x{^g<-UzhB7W%_`K$^A#9AYEJImwb>iL7j@qa_%Fq?-#lwQ z*OVs~$#yRLS6D6I0Z*PZMhTXN{tUPqyj0fV#nyfY*`2=^H$3PWMkb zSye|3g(Q$bUmpJef{W|kI{1V8Cf+st+$3B9j1SV!4SZtwd!_!)aCjmK77Z&#@XT6kT0Tizb+z(fZMg&% zBZ1CAB;$%W5Sld9lvM266aMGH=0L{pY2fGPO?vUe#;cbX1R1eV+KXqH<=YA z^6=Q)Og0{^9DAuKyCpr>_a*w+=~ZF%4`iP5i{HGF_D8~x4V^2(mOdZ0g(4P~$|JN9 ze3tLz#&*OugS0B}$L_Z7GEHmi`g3YGGwIfrXd#*t9mUndVhFs_aDh_>LYNXBg;bn^ zFB87K~S^8Wy5DAl`Kv+SiM(Byt2YRjV87^kq3G(wTW zLL6gsYOA#{75@Nu*ck&KGh+h2CH;~l)cz9qZ^ge0q|wEmtKrWT-%AqMydUXns7)N& zbk2t-Ei=Iz9l$b;q;1ZAy79)Pt7~2~(X_1!-!V-k+6m%;U0^eLa-^)loC6U6Far+E z0^vn-e++&UY1$9R)$u%*vs&5PSXe`8H<12B*FR{Ic+iN+LmjoVDwglL7>og4rWUkm z;ObM7x|N^KFHga~{rVYBAHIaw*}vkCWzl{f*!XkcoPHRR>gq+Xu`6|Z_M*~;U6anl zw7jW(`&V;d9l0RafWz?-wZ9)npkK2lr!Fks(j|5cJkc?ZCfZD>NxFgnk?nR1FqG|# z6ZYqUd^=&R>7UsKRFh_y&mFUzGQ`N}8cn-FFPPJVj12qN$95kNBbUbUY2R(Oy0^ED zUKv(b3SB>V@-D?2(LUN;oCTGhD6-{IH|JLk^?GruJ*9uV&ku-=Y0e9H+wr;euk6v{ zD~s(u!}}*!nXMp(DZ|4!aW3g3aOA9e4*0O6${Yi>N5bts+Z*3WZ+#Z2B3uhSMQ4p( zBw(o+465HT-1%M@@^S5o^Uv9@!f2@eglkV|zO4l!O&`&#&i!+s$6X*P+i-YUTNw#hkLvj#UG`RTb# zL@D9M;t3-jmwqz%msIeJT%o#OA)@3EDICi901#bkQ?SBI0~QzCci%ZGI;+0 z#GWwyr1akjYnt@(SZSBB`4*Cm(Sjjn=X30Kn0a6(ScB_~SJ2@yY;Gbdt?e7!;CTEd z8eFYiq()BGt=u-3Zqi$##LILU+A?B56P4?Mf`5pDI5;QF&GCm(xpi&}%2r7k zW7DIQNXj#U_x?);ZVZ#Pp>btT}YNw>y z*=aYjU0cN}rqd%z`64)m)hoP}5BExfamM4En)^x^DwJubCVa*x8&0iOqK@BPou;#n z7lq-F51ouGhs+JmHV>OS!RRo*TIKvTs==jrpjt|Z8h9N{Xjqc?89&e-cvGI0J9wUB zG|HsBPn9dju~Ene zDyQ!O*VJ=gKlr!7-XZwO_SMh(q z-VyPn9t+iVL2W(VqRnoy+^@<`G7jQGwlU5Je^Feg!#^6?YueSmt!HO(b7c+v#k^Ox z(fN#iYzZA%a>M2dJAB8uKUe&piH=_O@$DJc&Uql2 zco&YV7iW@>0V|geD{JqEG#)~ zBUUIrB6vf>{v7yyE$iDhlVc^^C(lp@;7I`EsOSmpUn=}u@s6!);tSZ|yOe`OE zX73)Dk+kZ{cNqgQ{ctnK2EJ=Fp*qb|r>>{Hg{YwyDQI#Z0yT^KO$PFH1VnHpMja1x zkFP$}>Tv5#4gQN95&1^oh2PL;u&*rCyc@0jE7tD(0dqK4*bD#xmgE9D=eOrxv*KL_ z=0Atl8q5&@8A0a0ktUvFn+T^qgjbOY5?71pdWx=zo`3sh+iDt5iF_SpZ7~s@Nt|vx zX9U$v3&ksYsGD1hk|gs0XJg3bs(#o$CzD*(d>tsCZ<%wrax;>@*0Z#Y5_=7Kt?yH5 zo)wWnZ(eclRf?q46^g@GahpDo_&MWkJ3{dU-U^y>WtPx9Y=4LmUgP17Oq;0!C?<7%a@&{u zORF!~Uf$t%k?US(<7n!nFE2{&Mf(2B0fnvq^9Ys>oHCbhhd8~3e(zN?g*pZfQ z)z|D|&KF)s=Kh;-T>z`XKQVE%lUW*7z)}=rHPBc`=HMLr)k+HI<^0U86^Um7mmJmD zEY>vzhf1(*j~`E>_X>rG8kLfGB-)E5@gZzV^1fWb15 zd8+!mT8&aqQ(8ObW*N`pT6R*i5J@C@3c#{SO9dqHTbg7{tTIo%XDV*Sa)r&SRvUN* zu0t}6@;@4<3b0XwoYd-seNAB~Se{!KZSDbM&1l=4^PVdr*&SP@XL+f9qFA z4`gLlZpO97tf?Ud>U$k!SpNX5HN#%`gAQ{2{b_8xPqne;eR;09(pK2w_Ky3Wm2a!Z zj2Gsf+MFjOwQ%;nBJ%*l_NymeayVo8)%{-R-Zfd&wxodMJx3<6ItdMP2UT}D-AXT+ z`Nlk{rwkV>6PsmuERp{5aA{Xgi3U^; z%C3b6fr^zN$oqrxt^JLN+6TK@68K5|NA<1YTZ8AUhGr74l-+`Yn3b?0xZ1#Qy-Zug4D!e0=b>hYqQA;cZ?! z!KB<>n{?D8!$&o@o3*^7Br-^W%CJ@{#1IIorwB%@T(-IEWb>~}6qFYFA3=Y?)<3jo zjs75bhv9ep6Hnm2l{L<*uDW=aR?}<=9$YGAgHDBjBr1ZpHxA4IM20s05^M9z;P1kp z3-~L+@!jaUBrR#AYU`(JI)cPAe>Jeo&Q1r)CvZA^#uXoy_bB$A;^Ddh29ji>&{U$gJ+E8tkPFN$9b zwCzE&xh`$c+gwK`FkNMbYi9rgPI57v;8!j1SK;QRVQq1v>bC4Aw{n26?b^ME_J8pn zm7(~;Z3o0!tXh7bYO-BwI*jKL*;&II%W*rN%N!{rhuIBzcqHSBQGHKaIj;;(51Dj4 zli)}E5?}To@UQJbaiYQS(^2shJ`d3$)%D1{ORKfbls7kpmrk=W2+&N;8c%rP%PPkm zx{%*!IQl2z=j>(sH2hT3rPB3pfSwe#l*UpmM@!NY&f)`%21kQ$Ba8wVb|8)`OZHT| zzt_GQ+LWv$woh*G{u;IQu@C4TKoz8aMSd=}1yfnN(xa zyDH1~jmJafsjEX{;Qed<2{rJ?!k!MlmquIZ@2$?+^+~Q7#H{;_d*jB~!v!h;7|O8E zue*N5AGddf<@h~!`!0Ue{{Ru}w0{%$4$5gf1>+5FKpmBe?!V@C5;WC4`nfFlE%_wR*r zzMTPs%^DnvLYqvY*e|)(hdjVgedi9Qt z;g1HumaM3;#sE-yU{}vzW9-{k(H@3AUe>FUTC*%zTf*&dyb~Z}UeVzxqCOjfNLUfD ze=7N+-{TgaeXOR16_fII`JJoZJ{M{x??n3}zbJUg?OweK)au`ro>f{?rv2n@YPTjP zhG~>wwlPa*dTnj)Wh8Cn;8a)BrP@mr%eTqpbKbch45y0qjcZvgdJUG{w#Yj-de&se zVlRj~U;HJ03e>G7ebGx3WnA&nzA4roF(aT2yoP-DRuOl3z7MndB8mOEBjEu>g};-xZxUTcrrk{)rJ`IOLpRC?1aZxF{{XW$z^C|S z@Zwz&@bXI$Yl*gi4p8*K_xvl!t0z_3D?`+!?(Tdk;x8U+k8gY6jXpU8-f9!gG`nyZ zGq+ry*1W@1w$?1QcyDy$HLcB@$l~fLipvz75Xj4dtPT!FI#WIhOeaD+v+-Ap=l<`EpB3wUMWzHjII>^70!HX@jt}xkG~pjzAgMp*3O};YL}8- zYInvknUUXfkc+~N`;G@3n)*t)x7TvTM-i;!w7T1~e{tkc%l@m3bt!2Vy6JxBseaG8 zBs#ZA*GYUkH3=JUQdI^gVfFYb*Rk<_qHkSjIfC zlCA(AWBt&2l1KpHSCRY&S^O`g>YBse5j61e6q^Et9XKNd^YZ)kuQc&ziM7l9eq*Q1 z@y#XB7V8;z*hwFBC>bLJZt4iguYtv2mO7-M_ObSKa}|Pw9CyFqeG~C>Mez5---$8! zKg7D4!y@U6_I)!gZ<&HWh>|;Eyno`ai#3gR;eLzbtu`TXGuy6}a}u+z$>)ryXOw>O zNAntX!ts?LoZ#2e-|$aA6KS40_z!NEP{C_|r$siGc7hQSZ%H>tu$1A*keLoi`6T4+ zuPYmf#nZ@DRQ>3_S$wb4&*$oU7%Dhw*}o%R?3Xh6*{`_D_!;nnO!y)3lSAhZN005L5B6E^tmjXenNd~AEU~^b zl`37j@$5%GoY%e=(eA!Jcv9a1X4NEyWouh$B{QmCAdR=}EZ6~jt;8v8ZUilTBk^;` zUN7)<#r#@5%-?Ljyt-?PBn9%8dvscq}?}+cDLo=+}ge~?78XTue$`w8HQv59VY2s;oZ+Y=I$9jy?O$1Wf=@!x?i{wV~ zhk4`~BYUGN1p@(490S1H_=n-?46$5kPQpp8WVMbnY+Zi(vWDH9BSy`Y;Ny@+Fn+z} zG~OZM)4jC0_;cgm#5+l+Vd5uqB(hB*oGFPMpm?_BLa1C| z@)T_VDXF|W@Y_bYvu#sS)56`v&StuR2q!D%BW2{;6}K+m;mE;U43SZ5KMJg(NbC~s zR59BWia8MsV-D&`18ETyGHs74Nyx!9^H9a)vV60qujr3CHNjyzl9Z;PG?Tbt(o#nb#pZZBt+S$x8%u}IL1botlJF{7@3d%byraW^7XBIBe$;n54a9CCY3{Bj;HsgCS)z_kRT2LHbtzc++`AZ(0LM}B zw$?kXO2SsTM13|XWR+!U6_Q7t8a7Ar%NUWSwsO(7>`AqixdY=*f}S4uwPpKEORbF} z>rc`wv`dnSDOgR-!^LeJ&_;!GAQ6)4$1)tWKhiU z5v5kYD^hwh^?Tr##BCeJwvt_2UnMKmxKzpa}$Fz-_Ow z0}KGD2Mxu21@Qj>;y%6O--p_D-;J*Y_MfTT#WYrT0j7!KWo@ykU*b|5?-E7;JuBR! zlwv4T_IFJqz^{p;TB@lVtDSf4OQ1^jhgr~Wn%+Tb68p=ySB$~9Huvecsa2EIAbz7oZ#{CJPWULmlG-pXtFjMpXE6YY`@ zA|)&ooTyhJK_I9ZJF{O&fvGBaY?ZFo$CZeq8DitEjL-24+IVL~Hulo9kR@i4XWAY^ zk1&9_!7?AYjtC<>R|TPJQQgZU*doXRw)cfyR5N2FyC&vLv3;38Dake6{73i`AHn@o zU)1z#JLoh^n?=4@9(kq>ezG^(9y6bjTMM^$-QApj6?g`{srZ*q@CLbmu1F!fg|1RG zjg^)(45|PNw`+xBqZup*85Prq%_-ur>8<*ln2fquYVBW6hp%b(wuH?+o5?b?k}5kn z*jb8#6e56CiOF%)=cX%?_>HDnc$Y`M@bvStEP>;s1TrS*(jhW1d)b6HgnYe70i5F)F!df6IifAB$l&A&_(_2#xx2u zfx86rkL6V+oNi+kXJgnt0r-jT^!+zec*=$mmy8piF~$x6&M-miRzGfEi285CuYmWy zA-KF~jlAfV!WiA8^K-(0I{c?6Ja7-Ca=)`w+LPGbTlpdtw$zy|3`{c0SQ6(15AOl% zn&Q9UslOF%BluIG{3p{i#hUlTTJ^MyCy*GeZEf4mW+WW0;sSy@1_W_ll_~!Kv)tgE zFNm?>AGRm_C)&TqaMIdb$ze8^WhJ3WiNtQB1d)=YNOD0v`T<{7d=Buoq2OCB0Upjn z9oCeAuB~D!>2(_J0hr~P9a|%e9D|Wu&&K}%hOvB5@Roz|gTm%pyX_|4ISdHssWqdj zw?+Y6t9u`p0QIj}@K1%cIOXuY(q5`1zJ^=Pi#}d>`Ii6&1PpB>ft(u7l@}V$UCk=g zQlg@Dnr^rDj}l2>lgF|Kw~b?wT&ylZW4N9eo_QXgmDuW!0;^s;?5NPPxbt{mI-WC< z2R};kuMumu+INX&)OA~E4UL8DaH9zsn|9U!o=5}_yUs9utBC!uziXcW{2ur(;%3(T zO%=AWaiH8Lon~gl(%dqb!lI1i?jY{z+PbAKRNFXIFC}B+j~4i{PmW)-ABui4Yg($_ zTCSlrkB6dW{oFQ@F;Ky9FdGDs>eTD6i6dF@q+T6(+S=aJa?5&;*F0yAgXSELy!Yn3 z*Wq7`O_zWyVnUYA@F<$(g;s73?f~o0UWU1kh+h$|JU8MSTfIFHl$Yh1c*z*RIN%QIV!PXZu20y^WTYU1H} z{7bFd>5;DKQa~jr-*=pI*Vpi`9~q6DCHuYIwLJ<{l$E8>_Ros9HeMw7@oleZ1*eWN z^RXR4B%TLc{{UL|Jpwx)6X*@38-20O0;HRVPCxqf^LK>xxGjDmTX<61+&r8S_vcNFO9wk)OBy#UrF$E+J@abOR;N+ zlpa{;rEci=R@%Rai%FMzRr2EidLP!hkJ^vGw-$aXxA?Q5sd=o1BvF!HGH`3oyaREn zzO`|8Zx&>gnn;E{#~Pp@m zvz|<3+pBZ_?ReLSv@4jr8TPBdJn7*Z)7;}9ps!l+C5*P(9lm%~w?qTeiqfAdjf;|e z#{uFCYrhcw(Sq(p+XkIxSTH@!cb5`IB|DgIRq0V{UK@{3*PB?4aPxp9Zul6g_cAeX zRWpvJw^B&LQFjX|#k`L=2L-x%RI78kb{qI%kTcSt5J;JX515RKuGa<`lOr9Ex3y~* zbaP2G&(2*UStOKTWLIUQf2suLxorx~l#iDc)mROPF-lI%{MjOVskV=5&$+!L<^5`V z<~-r6GH_VskA5obnj&|$gTCCsh;DO8)0r0l)JYRL=QT7|;0@o-u9~y3sqUK{Y=?GF zdf2eGR!~W-`*<=z#cJ4txBxrXY$TGg+Xta_G=z2Cx2+OrNZ?^>R>cFvGCB&fZB+Kf zQ;KEXocvlaiSie{XxiDTfyW-Tc-js43)8kLM73l0SM#i;Ni#QVje;PbcxTf!W)(x! zeKSm3Y5f59sbRFaX2##hS39EH1j(Th^s6WrW@#YPCt>$0H2|5ZSd;gHdRmM zT@b-c<@Pha#Cm40D_~={t!u@o$tr+Q)cS9LZc_)#Z@^ampWrE-M(Eo(^sQD3Mv;Qp z#DSbRml7* zv5bTwvUn*)6r$0|$7JIhg>?D@NoA$0DaKzk+np7nINRU2s}|PgJ1Eq4ZgM(Tmx-tB z-I?y>9Iqc6pId*yA@yxe$M(_Dmda;Xb#D*qx^AYMjwZEhW|w0D!vQQ&u+Ks`>T|+s zcahk9T|n!BbK$)dI6kSTLl=K&g=v1pe;mFNe#?F;z5Ss+EBKn}xu?$Z5FcDBBn z89cOzB94fI3Zu{uKsXh(rcUpJ>)N<4AAC*l@57s4?H>?atWg8YF|LQ<&yDoIh<3Kk z;Hd@e)$H+G*g+7KeC_v5_{rLk8G}uzli=b zYcY5q!)%R-7f(Rq@>K7P8^t7d+3jDO->_f7cJZgiJp^9Zi7b3MZ7+!RKv#xnHpOWl z<8tAE^nt72zu@5Ci<)M!`&0Zn{e^rPsd@T0!cPptXM7_+Eyk^K7F&r(_1YuPyFaaM ze!%_?u<*~qZ9~T1TCCnEzY$tF7%gRKx+wbgXhmsY|;Jl69V_vXIE@i&e&O>0Vu%*fk(v7FZdp!^roTUt*LOsXYgkjJ%m zn)ZodrD+Q=m=+2v$b@PqEp$4cE0S#-)`>J4ezg_c$->ABabHJ#E%61j>M^WW8)KR! zBR$Q0%r1eHJ~|xpUd8ZNSGUz>x3zhHc!U5m+PiQQROHj@b7SGp1trk>2Iu=aR#+}3 zP|^dm6O7j*qv|?8fV@L>rE40>#<$P9*&p@i=~GXuTR(^+(dLjDB2Cej{#D@r0JfjS z>)#EudPbidYjp6kq~MLwgT`yqsZubF+2%qHPRQgx;GuuDR*k6me(&Ko!#lX{rk5$G z-XY4w27Xl|y?j^U9d}BPNs~dnwlPeEnWS~VV0z}ZJW)NZoKJoo=8@&yGr7+vl6~ud zy}JI<)J!@YQ%uvp?;PY~*ZJ3njHv2rdbnt)8_{0hc+t8B-CDnAj8^m_H6pk8s9B+t52Ie^L>t9uC zFREMk5-U9oL@go+*>TFQITg)@OO>6n-5(qN*ZTY(3XUy1!#*FifL=-=7brO-;3+5g zj|RR{_=Dle^erh8MmJJe$>+)a)sXb#JqKQu^{@OCTR~k9!df1zW+}hKmN0JTExtge zyo2KB!pXGF8uj$6a`RrWgh0!k>`BHmfu7m?D~7yUn`cy4GCZSJ@h#S^@Y$|)_!>*; zTp~WwGDsZ&^u~L2t_f`=oyXbW-fpA-lDvgJm>d&co2vXiy|>csbk-7i!BnzI77S;& z;A5%AdgW_2!@~NOm8nA4Hpr~f3?ksEIp{IV5zpmbbn7!uWbR+I@a@K#;AdN#c+@mY zfZ%2^fJy2yeFtr|=N3L1TPwMid0f1fuN+L%q+}y0%P-1G; zNESE?n9t3$jQq?;Q^^?PkzQ*A1=3sCq()OAX56e54$aHCwuXEF2?M@3>0F9(SFxp9 zTA@B2Yip)>S5x>?9;GZ1>bCMWo4*L@GO96csfhuRq6!zV$vsJ~)Am;Q>*61R@?B`Q zu?vgq$)C=)p6%kdvvvkFi^@{U-@KKYMfpzE!TCwAHvZ3p{t~FBwwg%NJEW3DS>u2V z0N6PN%Y;+G&UbU%SJD0o_<8-ms%W1OycOV`GU9n;OJ_QL^2a1s6F->&E~qx)Nq1x$ zh+GB(r<<78!(rhlRE^_PSF+WApY^%w<#e$X+*~DR4Hu(6t^JsMX8!;YK0Np`ZBIa$ zU#6jN75wHFW@!hXB5ze@2_mRpE;ikRxVAn~UvT_GnpyN+I@-X+0h;v3CF8EwhBOjn zf#sjxxOEHL_lgK4f<6xYg#0(-2tRFq2&PcD(y;H;RYFb-dLox@Cca?Um3nMEI7oaJ!F^}4fj05a;aKR%*4j=6DBCI>2ASM+{9EjM0z!lsx^Bh)Qy?>+6t=Z}N-IJ!3 zADXheGLh%`VMJ^gZZYME#tu)X2C7rwz;^IY(<p9S zDM~q%A``phL5UPwv{AW#;C!9H*T?=3@eZ}|ll}_R;(ripcgq%^;jawIqUnx=$g=Kr zwn$4Tc0(gI!vT=81IRcv+mFXQ6)9I*xWUWjv|ovi4+61sRA1VXUni;db(NfnrCYg+ z$TFg<#TBZ>xujTfP;$|;v0wlIIp;VAvNfv-#E&=Fp^N7;Wo^(cqU~nsxbin6ZES&- zZbl7v))tz4+Dx8Zx=U{<#IZ^j$+jCDq;5V<#Z_Z(MG64GHOJjq+FswbixHGMM(u40 zWSrZ=s~KqaoE4BMDn~r9QPYpcu(_p4N?gb3^{{l3NWu6er&-6ZUumvN&1)k%(2^s)>a;u1XDeRn;|R z(`_{UMjOpL#C}W984W9uB;H_H!i33IfmvZ6yKRjo=>rknQxdA$s`5PFtG71}pYRV_ z@fNY8>iXx1G^WyA-D!G(G0i>5)S`~nV=V%%_1$iWSpioh6=<6WlUP3wbp0CR;*#Cz z*RaJa!7S6qo$n#qVMvF_50|tLDNYGce)52;&Un6m8)|+hj@QDL5jC~``*x1}w8?0) z$R!s{2Jbke5`|dR<6>qiLEE;vU)hr9S-0_WTx)g{%c!l$zxzQ++9*W1SV3fY6U&G^ zYGYx%HRNhl2>Et~GPP`VD$ZLz{(phbTMbT@4sc6#{{REb`cD4<_ImIpwWmel?MF&m zn=iA)8HO{ovdR+!Vo#|)&L@r+;*SG6m@?0q^bIiZP&nQdFn zeWd~0mO0#6aynxtaIe3HVTqLeue5F~_!&YA_ewgR4f{d-MYNB?kbEf6u4YX}c_8~} zxv~)(J3YXe7?i*zm@=N5MmWZ4-Zc0JpdW>PR))c4j?y_SZh+6su$L@2`9m}31Dy1( zs`KFlI=-*2YBvziB=g@~$#pA_-XD?DC^sU7bX6?C1HmKM4nyI$#T$()Thu-ec(G)X z_e?TFr%LcRON)19Sle@-orx->fPP&1SD>@HmE2qxFD|~mW}n&gd0)MI{s+z96Lmij ze`HUgc((1XX4CH31(p87=gWyVZz@X{Si=%qAch#vAbiR3dq~!`O#<&l@Zg3!spE1c+Du;&v>9Sai3z9)l?-mI%OgwZ%y1JJ`GCM9 zHS!jPYp7~kt@2*SD=b=aEJ9ev1=-!ol|Oilm0s#sHS}0)Mi(6qYeic7uQS2LQLl!4 zm0kNkA^!jcrqt~G3u|Mmp^om}60(+OU^rgq1JfXP&tqCTt)zOStzi%Z#Om^uOsOb$ z1O$v{1Rcbl2RW?o2k9Ou(yq15TUow=?4_L!kzovbe$5&$%wM4;iBd*R2Nh!Am4-B( zQbRBbjVAI*b!07q31!AGxE`eOUYFUi=3i61_z9(~R@Vy1%FeOO&9Esv^})dhJCD-2 zUy2$Yx2}9{(XTY?`)TBc@9Yvmab(v57$k|>XJ9vN57AE;C9}nJ9|yI^()H72c_`U( z1Z^|y&hQf)E=KH=k8E_Vi&XGB&EjoS#CmPuw!atYb8B+wPJef_s}k7q$tt8C=QtxZ z-9__INaLxcR@u$`Px!y5`~~pj6L^L>t~5)D1-x@5nzXPM+PM+01sPPFg*gOcrE?## zUytP1ek6FR;>X33YFZk)%ceZDmsk+7elfyqQn^vb9eUT9{@Fhnth`_FzgO^ftD{G1 z(cHlSwos*3Z7U8a^9%@`#ta5pCtZp|Z z(cGXUHh+bOIT`%s{j#+^AH`o8t)jTpA5hTX(!*(;bL9d6LYV*-8QbgInf;?|d^M*7VO*)RXkcn#>nOv z_2qMDl3d(PsL8owGJL}vpzDq+JAD8JBfd~zNhgO!Tbl(F8opPV%kesXAQh6x`KXOfIWGyX855L{utLT zwCzp-ZtHAO6y&oL*PmW}@y|3(4-YHwC_r?8{F3gPZM-}K{YV&A1)ZAiRzwsnqGw^nwucU%YYnyZ=6P)hn`PZKO zHPRj*h_{*~tff(e(EBMM;-LMFJV!T)J`HJlRU=Qb9^}eWzp|@3t^@R*Ue$@G$?0!g@t2~I=@T+YY zi2ha5*~M&EoK}Uct+QjLb;k)siOHjm9u#F55&lA@kHT!-WBg5b5$V>fGEONZI-DJTy7b~UW;0ZISf9PqMb6D zvose;iMZMI$)M;kIV3JUu~6IVu^t18w-&V!U%bDGrsqTxcOw44g*y+%n?9EeNsy!I zQqQfxzc%soto!c}#mEjmmCshCCRaRBM^&_qbAecr&R`}WxzB33sq3+@IAQP2XIM)e z<>7Kc3Nv3jm_<~28{pMh;$o>gHqMv9@lQNY2BTt=+en2Zf@BXHsp_n)ki*!Dz4j?@ zb^CiQD!@S;Y^xkl#uZQw003|R9fefz&bsL47}Q{K(zl}V6uLdy>M_ElmywmPC)viF zmD&3S8aTCp~qVC=FTIIiHX*Ay# z_;XzN^%b9x-x2&nbK(s?797E(uuFX+4xJNAwz2;Jfis@<;`+bGZD~9o<9`upvNRVO zSAjJzvPmCQyt`D=tjPZWXkF?y>^;-ksQ730&+zZU&kaH0%ezAbhL>d>rIJQIRDvWC z#-kmACE%1Qu5Z~S1#8kK^$^H zyJW2tGA`4!G;F)FrAZ$af5A9EXgfa;{Cd;=DBO5$C6~lb`H_Vp@P=ALc-R}R3{~Oy1KtA-rs$WY~Kx!co$NfA1b%KZ4-C3 z-%Xvnp9y}{mKsOLAKMq=5A6@(Pm8(-h%Y=>s$AS@+FUSR*oLR5|1w|dN0)K%cw>e2(>O}eSYKLJRyEHJr3UJOPnal2CaNa)g#mV zCfBY>5w1zD2jJ$tbP=>`nTN`7nLVqj_<*MOLX%FJhQgU7^yys6SB8dFAmdWUnfQz2 ze}}w1;YQZxvbmE0@f<{xT(|70`$Bwk_=WMj>-uko<)Lde^~A9S*}ok59L?jtK(tp+L=ZLDZDiwz0J0y_?Ybqfe7V@u!57 z#QJoL_MsQdLFHHupPhU?`%&vx8qbR_ZS||hYo#q5A+kPP`hIovCxyIWci>C5V9fT? z{{XCqHR4~ievhX3m&P)9w87`X?YKVrPi%SlPad|;B>B*&*AOQ#D5XmFNbVdEqwjgQtif6SD<*q z!j?W3@Rp&a#vNfxY$wZ{VR<6CrsCpn2)M}ce}+0MU3kw%;bue`UdXl1^hmX%S(T&sHBw`QO1Y#@`8U{8q{mM!FCqN_L&Q@zna$;geR>{x@29 zf(hU3dTyNI(5Mksa;|LVnsl27}{ldKZAw<&r%&ShmzJ-BYNIiv`X&$sKzN zd&4&BV2qr@YmWV@iwrqYE#I~CY@%c<>JWu zvalfm1Ov1a&*NS%tm>W&lT`bCuBCd?nFD3v2nQtKVZL5F;Nrfa)_-766nMHLevwKy zoRZ1F6P_3NF~Kj4}_5$vR9i%XVXa5E6~$7Ac$*1n--To(oG=TSG^%HNUTJYN&k z_u~sL+_yXr#6BQT64^y*29Fa*6RV&^vzOZy=H$bJ>@XTkkj_J{bv zqMNH*9ntAJY=dvxCII_qXgJMPUJc>uw0)%+%jDDj0+$hH@T=_W!FuWZ)V&IAluvn|00q>?j^z<@n{6+dhL0NKy>Zt#u2g)g;~@gAvf zIF?&o9u<-(8B1a{nneKhA3h6U5HJa@H~tC}`$hai_>tntQi#4cL;^m!7oS(fff5N<+e}~ycN=a9orPkL=@3J~@oNbPyUQZ7N9+zqU z2i=yR@LsQrz60?g@h`$phS~*%>PIASUutkQ?2)6k=2cf=8s{gX@srI*sQ&=L$6xSK z4Mq>L#pAsi(mnuNUkcbK7{^~Io`0Qu4<(wa^CwEKV?{YEbM>z}94(UIBgsmVOV$4X zncVoJH^s}EbG!6k-9w16@m8BndL#8GRsR5jsQ5R>I?Q_Ron`%>blzZ5yrcemJ|*%7`tTU1^LRA!2;(t^=T98yHo983d9KCcDoA{6+8= zkF`r3PvOVJ4HsCog(Pi4J11Egpv2E4QKmOSBxZvd=aZar58&O0#qDC(34AUTdWeY_ z{5w}=;4j)TUk~dLYPxrc+S2A14II&27-UioK@2cKuZ^$a-6$sLO{eE){zuf%<7HP$ zv0st<=iwVISlirbV^|GwcR!zdab(P~uJvnkjBWtDo1+2t?TyI*U>cj??}7BoABq=u z@|7!Vbvqv|2w2A8fC&^2HI5_*L0qWG3{=;^Ke12z6mhj(X3IzTo3Fm57zQ-Hkcgo# zkzXB*%CT8yE)=V+FTX~86&z(8ZW>i6yXo^Vyj^Ri+xS~RzPhl8A-3M?&@81$c;!sO zQ9R$1B}(&=^AaO9Tfp|(R9-B$)*DMjyRwF5A`8oK2uU!gZ|%I%EkTn$Ax#ts#aP214y}k(kJb9$d=4XUd3KK+9G}hjnRckjm34TU|y{)>(@a zv5yKo?abL(Vw3Kt8;bJ894gYSQyIxkUA;8(Elv@_b4lB-zPCQB_%Wz|X83l-7^i!1 zk;No(qlH-U7&uTuoHoTLjCaA}y<<_0ZibmG7b^p`;E$peY^E7bNY6}+WOu`DuZLy* ztlc#)?4J)K#|^aN+DRs1=13Q5+<6;gDK2nF0F2`m*LctNobiW-wrqW!`boTM3 z+~z3L0a@gJqs!wPNCyvr)1TDx-Wtr-6-IGd^lbdcFwF2$#5qP?^*+5#8VF`{1kD+| zfmJP9IQF9fg5v{|w31Fa!2Ee%5&R?YuCc0G>vH|6t}L!a#BBxM&>tH}!tt=>j?uf02R(vkfXqe*0S+r0QT?{QBw6bER*idcVQ#vm z+!k=X^^2sCnISSn?UY@`+-y)VKxSjW1o~6qjK!k^<#d z@-^x|wr9r+uZRaqwDDG8PdALV04jcPal04`kzS@vmsY^x{hdYcHq5g;Z7fYiC_NHAL*~2i+}ADp zt*anqJu;ssE8Eu@=N{GOo+bi6oLGX#%SU2LSCn0fIUbb6!W|h0A!Hl72F3M zcu}5vio*Ek;-3;|za6|aHkV=~uzw9t4bsVT#O3AzVNeL^la@Ka+;4K8;`?tJ_^V2=TO)08U}d+F=6&OS^v9@&>POx=4+`jBAl7_KDrwdw0?5Yj&kogr-NNnphs?(W0+n-E;06lkVbvKiypQ2SB|_t zWv8vwn!6dTkTq)9dxGpFT183O@w=2Z}peFlN>DP~-whR3nUol0IL` zy6EOH#5B%KW?Jd$iND~N{{Ra-6@B8{t#8Kd3~LR9l3E*r23u$(jN>@q_3g!X9}qqZ z{{X_%{f}?{DeEzZ*0diLT}Ey}$&wE@jo82go(EH2QFY+GcT4zdrRug3%WD~w5@X2E z%a9Jz3l5p|;8)XM1@$ipT>i)2H_=CkH%S$wZ5mv-+vWtzGASJ7p4scoeJ%!c>S5hB zwomaqinOOrqLT7Hd-!Xm+)3dV(GmdDJc|*UPJ;&nALqSE`)*w~!*AKT>c-*2z3fYF zT(KnX>&0vQ85j2wSowB=QLggsA;~LTXZ#hW^(?##;hQFr#8+CpX&_O-$F4im!L?*o zB|cVWe#Dv*YB~*~SwLg9w}@{9a!>g+)O>7@M$o@#-v_ONuiCW;-YLQkN)KAq{fGQF zIf0hi9kz=K`D#WpjB{L%il(*Kzu==5`W>13Rkn$xA2CKqibnpm&n!>0l)SEW)55qY z`Lumo;9m>JtvHv;Dw~x;41iR1HR;|1@NK@AV$W&@N;GA`@ zF!8pB9lVcgIuR3$4A;t@ zx(YfWAQM+LO-jf6HZ4R-qB){gjkEW%E8T`7QddWi@bON~ACXp?#EgJ5pT?*D*JHqc z*0P~S3MsA}=dFEPrxbn$bT&H2%mH!v*3Gu6r3N1#TH$T(o+spE6@Cp^g&;j)Ql0iS zj+>npsjgu-Kdoh^yzMRnkTcgcnR}=-gB!YvtsB2pJX5Dl^*QQ0v#+!90Yu9_57wsof+FHwQ!*P2`EGL+@H z_o;uirbpUk#c3Hy7N=v_^nVtq0Es_Z==9$hqOcxzKN|4;CtsU54u3k@gTzxtH+iS? zr}ds!Vxu~TyXk%}hlA&RMr(G@#+ItMGLO!_eX;Shv4Fm5;;*ldZV(-}Bv(u^$|kC# zvGgUkjxE8!ll84@4;)*NKYRz{Uo-yz!pfd6`FTHF)!Q$NGsf6!lla$NEW+<|FKcJ1 z^$o9#;bK33`qiQ0$k}ox=j&fM>E9L$5KR97t!-KSQ4%O$H~#=0uE^t(8m$=~?w%@) z@MQgHm&6gsyh&a?XXE2851ao0k5;XxjTOKJ&*xS3*tBm=u7`7|>T$o#zOXedP%HHx zon_17ly%5&!!@0Gt1O_iH`2Lr7>;dIHdnT$jQaA##BT3SgT!nwH)gr3i=xLNy3q~h zIL&g#q?oolOJ5O#!9T58J|Gz3zgpv4h+OV(Ja)0E%=yRrRgZh|6#*m8{cFwjzY^U? zl_j`6GhEK0;>p#CG9G>Fl6aXIRBZLhynd1~{qO5r-UIOpYB#MKzH&Wl=X2v3Gq=n& z-ux8tYd*ZO%`XkWB-bTcvXVUX_0dUr6!zqhF^c3Zo*^)p z%sKb1=q@8`U8v(EWAm>Y5mHT`(HJZ*!KSl#$)Cm_5v<`-tB@=-J4V#5 zGsi~1)HFax8S?nfE6V;M_P>z}e$_t~we3UVT$lO|sdW_g z(lVsbN>!A40xR_k;vd9&{{V-7@K2pzOw^@VZ#-$@w6m}v5c1jS(BrY?P0ib{PE147 zHSyQ&vHt)B^7xJWDR?(T)IKHXrVW2v(<0RGpl7~+x%G5+mb#`Qj$ma`&pj(2#(ojB*7TOJ)K8fo@gVP5 zJ`?dZt?U-l!FsXC&xsiKuESZlhC4$$$&4Z9x>Vy*7d+aOXF{hdIX{OM-Ws#GpGMN{ zmN$THASe{?iP{~d=8-a7Du5$wlhYXQUUl%h<8GVcKaQHugDv#Si*afIHxoitWIyba z*1b>S1TabA`-YH~%nkCdQZd$*Hl+;=q?(#OV!hEnwEP`s;pt)~#%)|bkq1($+0VZ< zcf&eFwto@jd!>2cyR%|o1DKa-#_y=(@vhUtehsp*zS6wZWD(m)&=)xXli%Kt7cG~9 zV4uaFR_BqHAR}JH;~4Bcs|On+rYz3*v2was!TW70{%Ew@Nh4LdGB8wv-*5~`K8v{Y zueClN_)Fn`jQl++!>UC!n7W=Bm+nhoVv!)3N{}{rF*TzQ*;h-SIyN!lzb3!ntREgc zLE$Tp1$-m$%*Hj>Nx0Nq2n3>FB71zzpTeK}5&r~-LA6k&;R zn)#o(I#|Mlaw0pSisAySvqaBs z?j;aAqKfwqhnl>X5Vf7lpOga*PU6UMj&sjWroT9=DvJ=*^k>uBe#-Z`#(Y`$L-75r zovyqwYvrOGCzJqRlyUUxah^G@V_5iO;7=R=&%3o9K1sAYOIah*^r$Xc2<}|523Z*h zW4X6*4?$f&?S0~}_(Q%CYZ}OXhC3+?ZQK$FuR4?Vh46>Muh}O+jtdLV5qO&C!)E75 z@Yaf}CCq_Q%iPJ9RJON|IeUqkIFq|)iuLeWwr7XH)WguK*E3ev*KWpAz+o#^r(UcR zw)%Q*ekXsyN4^gDKfr!3)#lQ)YimXqQVp;{umBD*&pcxvg?@ebn(ZUKkSWK^ahm#L z{t6xYTiSd<_=SIB{x{KYCiCCUvhbzf_JlAoJgZ)iu*lw~A2B@~*T|RtAcF2v>1IhM zIhsPp^uVv#^2}4Cl~bouSCy6DnfYF8hmCyNrCMsyZP>c^Ya)NF`~j#u)h(X&SluV~ zVZHlJznW+A($qwEZN^KJ&)kXgRd{k7e&J^kLBU&ldPIFTUl=Q4Y zskt9Dyhr{6{{YvgCaP5b0LQw2-$Z{}=X$eivsz-0&T96BX<|IPsji)y%>Cp_1`78b zbDF`AQ;EOUTeu#nCV!Z#0NBc*(&?1?NQ8c(m4>BbwDB&xs?ViI1g{i!>o7K`k{>Zf z(~;Ni;~$M-rR1-~l5QT3H-9?G4YXoA$dCQBKh~U+T!z9FZ)K1gj$0c0R@v!a3DVBz z#1J*5{F-&xaA3Q&a=2hdG6w`#?_c~A0?)<%H~pRT3-1x(H5*5nZZ15s7V~HBqPShL z?kY@!Cxy=7LCt?Wo)Ym4x?Zgd$+;P12M2@rSM&$}00iIh-LHXvXP<@l^5Da$Xl$4G zicCl5yssOQHvrqyDshdwyVt|1t&tCYy;p?3!>KZ)m zvm*ocI7BKSSQLgNG0LixON9?E;G$e8-r>KJNX96+(_ZJK~nFsOlalxjJN@WV*M!Fg1kB4kcAXx+w&p0LDK#yucf) zBLmR<)$xN}hSTElXVuvZS{ee)50kw4%tLJ2tdbBnA}~>m3~c~c%kX9z7|te(lF~PS zq3`iFB6xg(+3PERpY`)PJwwG;clS1TS165f6KDia1}<(1G~!$wCx$_ zCGmEpcc$r9qUK0vo6Spn9FZ$q?p1NQOBon$0oR2Lag1liAH-0sj9%h0C7i9yld;&L zq$DY3E9M~)rdK;qZaqlDE<9Ex)AU_B=XB!GJfrO~Bd}v4#<)Qumth_NQ<)cfu>+z0 ziKjv_jgP}>)@`%bv>%H4#5x>zI+m#nmqz*GxVw2>B8UVrKKDR`s3bR*6~YGxq0LQu z@fIt+LhJ1sik#`Ui*P{4&Q&mctCY4Z!E` zkU9$Kg$T<=aa6=g39)}^Z;g>YsiD|v5WKgVxP;l;M>FNF1Hq6s0*DM@Hl9e!N1vG2 zf8b9J$8D=mticZNwKAp`0!0eNv$*Ascb;%Mb+4X(X{{>z#9D5VuW7I5>K+)>mgN*P zs=6lAA}K5|aule~LD$pS{ug{u(Y3EG<~!6+v_K_|-#L*a18&iS^5-NC#E)Lospa&R zA>A3($JBHeD?MuM6ltv_wt`iTHkLR{CCODJkKK|po|qn<_^&MZi=YQl6W=gP-}60l$B6`WrDku-G=1u&qMg+_pF~3L1}-b zG*c8{_U1NK1gfhr4~89x$RzXW+PAHOQj4+AM;z3Z*}~`=+iB{PM{pDgQAd^z8Gz$} z02u*F=bV5}0jzJ^KgJPwPT%3z#8~wRqx(0CW4H6?0nr4IFa)V=5~O7PPkLDHt_A$b za|CSar(yYsMZ*;&e-2a*a$Dsb*PnmEL~X7-S^F7W$)`mjeIEYS?+qs+G;OSQuo?MZ zarVbGR(@xkt8&=}eBO>Oz2uK3*}E#&`#cAhIH$=d65D0 z1k+>-jsZJR9ENa&A;xwV$-oupe-w1)ywbe57%Y)N<;N!^M%#`KN#KwOEIMa{UpJ1x zMzuLrwc9^~a(_c*}Q<@b^I z8AdKrs-mQO&ZpuXW5n8Inv>`^OJwS-%`)Qy0|y<+4V-ipYh z@QTLz8>{Qt7VA}tQ}V$X07jf(jP~!2wZQ8---+YZ6TyBTyIUv@K&*wihyA&$@dX7>&A_a>aU) z>QAm~)uD;@wOmvFk>b=%El*|mZFQ#UekY4V1^3$pSW1p_>&Mo-kNyhptGxPWfqXow zpv|r+E1tkttNzdb0P#50V%2XVEh9$1yvBJL=keq6uNeOTf}`5#4o%&xu;_(Q08)T%Ukc8?^-<{8SVC;3;3{{X=|d@Xi znrDanXZt_vEbIM`sXvs2V6-K&KD<|qt6GgzxBU;Hcz@qgmrFmq`uFy6@MM~lQ~XW7 zjga3i+eq6WEF+=EzgqO^ye)BWdvmP74rfH;9feEbOD#Ek4`Ze2aIAh^vM36;z#Laq z0;KS?N&{>_58^B3aTtj?v*;;ON+`pY&+S&xc>o?he`?}9XW_exxkN~S6l}J8itFyR z7Vy@vMCARR;qVFU*{Z%I8|U-=jzFS>+}aEe>ZD$ zD)!BlkIPgZNn>KFYofb}9SH)mE^Jw(EE6Er(|6o$kXyS*M)RLazZ@zPf!eDrxeL=A zRohr(bOEu_s#>xvu4d{nFa)nT=~b+m#F##{xpQP)aLe0_Rai8(66bGv)(+^2w2AHG zcThr;OZGXP{#7^?r(tBiSjhTS+kH7ZuT#*{ob0qQOsS>W$g%w0YegZK7{yw()73^Q z$h1N9u11@Yyjn8Ik|VeSjMTCD?!Ed|r?!osf%U5v)(YGO{VRCGO+mEwG3K|pX5gF- z!lP?@$gow8JJ(ePh_dxh(ym3}lyS;_Vzz=vhX&cpSexa>);%k8Ot`gd~8R__~N?ZNy}oPhkKd2WzF!$9ln*lWp{iO9Jka~zL(&YWd~(%SokOf z17&qb2U14Si-zYgx3`CkwIko$uPhCA@%R|ONRQ=BpW*C`2oN8w62MdsYLQ=(r6H5oeo6P6zjrmq92VF6HSeUw2pwf}fee0vsA!z^| zYW|b(w&@%JY(_mrb$U0$i>S!`(LUI&>R4)))D>jTX>?|lG8d@nRCO;4G|`+#*V?^e z!{N=tApObws@eEsGmLpB{`sxtf^%CNsP`l03EJl#{LMO!rNw!GPv#rE0YtKdkQXXYUWJt zq0@X`_)V&K%j1`hwSNv?Mw(@(iXTDJ-|ug=(e2>T)yD&dYY89z2k%|K!f%BZz8%vF z&k?wvjDRxE-2#D*NjL-4n)&;~Ulx34@Y})~XN0fsOt*F#d@*VgImvsifX?LiEh&+S z^(MZF{{Vt`{888ZW$_bP_?zO}RF}iw4KxY7O{i}lEVmF4wlETZzj*MRcUa%(c(K^Z zI9wF#y`r1@k>8i)xV%m#o*pZi$)u9qw(OUyZpVdx!B&1MTlgd67li%-X}XMKOZa&e zwwrx}x;d}Jo^||~&KMi1C0}rZlYw7Q{9Ex=$NUsm_7BuNapFBl>Ygz0H0>U#JDt)` zVRGf|W+V>mTRNV=H&L4Se6KIW;czr@ zvVR@jMbr0={LlO{Y56Oo`hK?)WjStjERGQ7mJvZwn$@>THm?s#%bwQJ)aAO^`5M;B z`@&u`zVQ5PV!4KYI>qtIO&bSa)K}QvAJ^@CTjBjb#kN>jwL3((RsP{&^C$cTw=dyd z9sd9Y68Jf;`~>}?bzL6*#qF*vwK)<+BN%0J2>i$EUfcfw1pffkyaD6i1NejCw~XBq z=S~so`ZTQgEo(o^Di8N2T;sQ!Us;4r*HPP0GtR+r^{>*)pV^1N-xDCY(=`788C*dd z$QG?G~-0-i#uLyW1HSp$(XsH4&&;YBq{{Ro{G=0~f zZ&X}l0&!7}!n)R!Hw>d43^H)3vAOX3;s%u!^4iTPD+7YzjsP|6)}AuZyicKhyH1^C zRTw*191+^SPq^_EhTfIr}( zpS2B)x}E2M{28dM+K#O#fJBX-Dn6Ou@sm?hNVvt==6`5Ki}sKB)1mmWwLi65=sHAj znIT|RpMu>w9M{WVwC9Xv*8VFlkD=c%8fgg}@V*%&&s8HBBiA{|udIF?d?<&(p9h}S z$5LqZORG)(WQ3FE5!>+szID>SXFWqi*T;xFe|D*Nd42>-BLThHxIB+~)`e(wdk+zW ztr#mU^=$o7_$T6Rd%zzAJOS~u;jQ)YBS^NA`$)3Ai7um%#8%>cHd*&UZb(*XY$pd# zyTIQZGKHSL-u;TdZCx+ouZnDZE#fz|S#<@H+e_6gE#`vW?(z^?dns+FCT%-VjWE(# zOj&~Eqj^*2ua$HUhuVIp`#osC3v{?`(G9JYl#Iwcw1_lqE_xn9k&)~5tsjkE8o$tW zg!q@>7$CLO%G^2Qf zy>+Z!jr6}$4BoCU6sh4b+VdvbU2Xj{=1?9(z$E)nRfkbuet*NhJVXBg1jG30qw9b0 zQt#QGA0GTQxiUd>ec;a%OLGA&84Dy5S;-z{LN_co1~{b!fqVi-A@Pgj{{ZZd`%V7< z!Atxx@#jPMY`+Y?7uf4M3>x%DNsXiXC6S6Jypq<*0!C(zILwhm8yS&-VtM*MuF1{v zLAa#fGSyvl?|%`tQirYf)7lp2`wCQwvNJOc1sXxgSV&3P=j&x=FuW+%lf=H-7Gyed= z6@CQxrf=;(fu23_7lh+7B1smz1bT(1E6WDm6tRuO3=<(FHU|Q^7JGz^UuRY_gRQIzsuGWuTAKkC1`HMw;OYuMc2^ITU_%lgg5_ktlu<_oU%2>aJ z?AGBMCwbnie_`cRim6}z#@Xg$N6-HT(=*9pX zlh6TPwK~+Q$C?i4@oQnL(3^!ww9&4twHd6;{34r>+rM0W+0`Du7z>50o3FrUotb~pJN3sWmg5HE&=64;$IZ&)_xZ7rk!zfz;Ly?5Fzx{>y)|0vY}d{5BD5i<^6|7I=U))}b%U7+@tSh*x>T#|of1 zDoMq9cCRjpb*oKg!ZngOa}07NyP~*XGhh-QnK22CfjHeGf(}SOnP;3)Lp8+0ofx$k z-&fZ9ZP6d53ZkVPfdsWNKNFOUzWSBr=eNi)VrK ze}nDquQXxi%3djNgdSUYyp4uO`8Ro=ymT^gcYX*V-tg zo#c*r*79hP;@l9lo?@z>EC$JD0q`F`CN|b~x2);bx7K%4BW$v?5?nu-3Mq~|jD>ax z@xpMY3;=JuA1CFm^Y*0p7vc|spAklmws(Ko_maGtWU$!DE3q#bctbclW>b|4pbo4^ z$*&#peeK4ZtjTY3$!hRh$hPrIn9OV?Vo382^RzL_DGE#V75yWE#ZtxLqf!q>eg}=h z)x%eCn$;2bo5m37@Ea)EVM7}nc?}d|K`0CRv;%UpDliOkpvXbQfL0m!q|JM#+(W1m zCs7o^+CoAco<`G?%HtR+p-Jp(nDJ(%EUj>`1;*J)K;Q=6T0$AHLC?r`7G^9*Tw=JL zcg8Y!d2DBUpagSBe}sUT>2j0sCdHa-s&4!(O`wQ z#OWkM_hdO@3Bwf_$OVR5EVvw+=Y9ozPPFh(#9Pk_>K-AI*G`i7wX_pFXs}G|tnuVz z;Qs&$^f>%$gw=d!CC7zi)inEq3)@>r+ItIO5i~^~Kz3s3teDOx%wynSea5+>M&q8?y zy^2-gh@_<+r;%2S=vC!?2;_&#)&es$afp-{m@X3pZc-PLag&c$Joc%)Yv%aJ!Wy4~ zwOeS-rT(8SyPf5-90dq?I3Vx`2aZolp)S7_*69{JMy1v%NM`x)PV74Hyq=z%){T~- z0lTpdhvs)h1?2gIWD-76-vkl{cY9YIN^!eA3R9Cx=jVsP32yus@lt;TYYrol8}kMV zVaubGC<23$%65QG21)H-N_fWUZS)Zvl~fA8P$z@{p7`ScbUo|Jek|Hgq<-2O#kQZO zL{+tAWZiN@eZ(sxI6o-m^TslHu9M=M&8q1!>2~^@Vm6i}nG*KC3oYk6*& zVUba`vH1ciUWaZwV0-4gcjBLfZ>%-Q?bbr7p-K}O4S|pWQ^*(upMJe--Twe$sF%Xg zPp)2CM>Cb%X(YTB$0ujY!Oz|LlV6(WwLjVA-1{t=5?I*2i1$C*d*eU+A%7HnD>a45 zlG{jRmUuxdv7zJUQGyuYXY%h}q2RBK(0pw1ExxOz=s+mn-DX#T`r2YCJvzOgeTY4#F%jAwq{ z2?S$-j-Oij3e;m5#&2`$u=VOzt0=F9{{X`u8|u?I({&AMdm;q-?b=!%25Gkk_ZG0Tl1CXPy+igQ*9NuW9X{t$ zj3dJrmfLyWbHP0I=zZ~A5AC<%%j@6Tm%}epO4TyT#TX96(?m7`Hd3F~FFUfPL{- zv=51175$w50B2}?Q>e-sc&yetC?Y>R^O3}0btgEkllB$(U*ae0CF9tmoA9G>Xy6%C{)URO1}~0EKnhP0V^tfr?(DJdFPU6Jox7zIflM=_vBZ zgT=lawbj?kxF2>v$&X`PMvvlC;tg{D07tq_k7p^20(y^H?_TOl)sEr8*6^04Vg?NO?4I)ECB@Ev)uBHz&#ozaJK^X&G2o~)(&k2n*egi= zSdORjuX=(?nv-XfTJCNr{8e2<1IepUYKM#(NPH)#5&od(+*PY@1?q0t5H)_WEF|AU z`IWRfJxQe-O-~cYE);>2R;|1NsXBroYSXg#b*PifE%=IY!B$%%8BG}G(Fn+=M;MIr z+PceMhWE_4F(1mVL-3;ZQU{R7@T>Zbc8t{QauGta4uX{0q+IQsVC5*v_5-R(|$hueii&3bK*!5gLnHl*bGR?VNlc_aWer|D1o9=A2ky{bs@ zc%Eq(A1MA+r>Fg)+X4nY_3YOF003L4vLBUdY2N`@5u0E9cC`M-uh11`bI7bME?XO5 zHMOVdH*zTb!N=0QgHQM%(c}FSr~5UxWAJH|5A<$5#cxk1s<&l*VIDnUp6m`x{#EN1KM06yn_T|@z-yq=J`%bRO|CwIyQt;UhUI-~=bLEW5xR8*#n;-p zohQMU4g#1*w;8WV(momaYM{Z>+PZBc;qs;jk@{DwPYj|&tGOO+r2IaTeW9(syjMYI z@S$b{Ho*QB>KaFaql_pq56Zf2Gs378W***^)~H9Z9QQnCFN08?e$D>?j@7t+4Z<)! z&GkEL-JtNa90L&iMOjY^L7WH&UgDFZPq6i8huVA~jTmCv{{S7WdoP7(ia*iE$v46q7un)8Wi$pm`Yo0D#rVeji3#{ZHv$sSk%?0|Go$ zso}W6;YL1{T(L#_%<|Oua~mA}oPJeiFNYAZ1MJIQpC5uO&I~pCM(SU0BK)_7yc^nl!Ho(=LmSk zaOM=8@RN#K*!D6ivBTzc=Qm`T@D8^RmuDm%R-*~UV8up!cHl2H7;n0zcb*^o6XyDTPJ>ii&M&eCdR@W|V zl0alcSZ%B=otHTPm%rLb=L|+bHTkPkrrp-Z?AV7(7YHc3-LLaG4;>rJo9Qp4+|4Vq zIrU~FpVq#h(M(^n7yJ@J@5PraAl3dYc$!<^GZ<#lbl_oudFZWj(zm|fY}bp!;0yl% z7Hj%{h4gz*v|ei3gcf#C0h04gD#sfBEZ|ph{{RKm_>-l0Yg^I(0A(MB^6t?*1)|#c zcEw^lgDtFKWq+&6Sd-j?oSOL#C9Cb|(aYlXtt6lLRxKl{M<>$_;um^7FT%%@4_0SntjfzC{$P%aYBB4eJk{f!MY8H!=Huz7trk&7WSG2 zpooFN-3Vgei6s6t^lqIBm{&&Ejk#L#YTuFZ*{&-y%QI?N*{2$ge$hAGO85KG)_=ij zydfXP{{V%42>rA4y*wlM%SKo63dT5tSGNKS*w3Ldr3 zXv{OorCt!&&ArI^Gwiae8vQQ#S7T-SVE)Q~7ykfdYXKCRwx6Z1k31o7Hw4XWs}84Z zoN{E3%9JST!16LpesrIJ{{RfEygRF0{3rO>x85W$GUjG0UyEJ~anAD+}Vd=u0Z%$B9w)Uqus+3p# zxqoGTvZW*F4+!|D#NH1}i?+UW`HxqxL+}Uf72*-6eXio*%^u=7YVpqnc#S?Gd@$2B zr%ke5+7Gn>!C6--;QQ_dy6*~U*1C3_nrso_Q?7g0t4k2#kHT?TZ7I}gquQ;1Y0nBp zZa=i_8Dt}t_pcTB?eXT*#=bJJ@VAHjZ+BoPe6qyY$n>Xphfjh?%Luv*lZyGr;?2tF z{{S9z7PoLWu^7$=HQ5|jIq*;tgg>V1t;@V2dSYkd+t;O>usTROD&7ji4iS-?C1YYAc~weKULWfl3o z$sTQ`e#kfS_>SjPxt`ow-hxfKHw#SoOZzP9{{RDge|h7JT}ds(z^pSX08vePRpzlK zm8MH@^T@1`9jX}Tf!I|40J6@jtb9T6UFV5BYR@QZ*(0`&b>JW*1B&9D=|=KLTr%3O zair~bGsnO1lzde9X5S69KOagWmTxjWR^ENGsm^xrdRLWrWA+l#bRQN);;nbY^XgXu zP{Lcc+)wBJd9R~&KZlw&r7TSyqNkSGL{2g*!~A{YEpNf!v^BPk9;a}0%PT=QlG)hI zPBxQS)5TMr(Ri$ut{T#6=c#Ld2;sicZKAfbbuf_GWA}jVjQ;?UUKyc$2>65XzxJsb zpNuTVo#BrPTt;l6Q;)UC2qC@4t$kMw?arg2!*w!a%!yed1Ci}nI!qdehP*=B&Bv7; zwDDqBb^xgyfOG5Kw!`~3JDhm>b^VHq*!m;F`lW}5d?GasLUNYcbUXauNx)IianJt% zs;hi_*Yy}u-rzN)T4=DBbn-|9i*Rv+&OlIvejm!(zryQ-sKU`pb!$E$l?VY! zoM3hIAp6#biS+w#8+{6Z2{svHQUr_-s{X;h z34h?9I)}y$C&1np{{Vtg=zk95)NTd1@x7PF&2H;cvEEdPi>k!L2M92(pcWVe7R(+k zzOvFhCMJ#oW4E_Zu)>);RA3^24_`r6zhmDPN#UEzZ;02refTqKiE|uUdZ*f;iWxG7 zJ^7Dz?pJs#xByg&!lJ1NH65Q#H9D}unCa zWZinuqa>W|?>qA?wMy#h&iB5)Z*$jv8|&H^?4RI`KgS*f{iA#pFN(E&A{jN04tT4= z!c9ijDHux)yWLw%vN;Lmx#*-Y=Yd-*`)dB)emn5gz98^dg1jw0o~L|wI!}YWN_St;|91Nh`$77@lT6Kh`u6tUsTd&@*+#syozX3Vj_>7m=!ocs<=D>&p}^j z{>y$B(v#rEk+0inVhd}lH@VZHR4POXxnTbQcPg8Y9sOvlLk(7HPASRnbY)JaBM(W( zo0cnUGv>e9)BXzG<9`I}Hy#W4^Wj_n01;X=^19vWcG24EmhR*d9?^owGB5C|nAmgk zH$n7OkNgx*_G$R3rfMD#@V~{|ueE9s&uV-*sMuZD-p;QXLkh<$ECtxMzy$rsuJ_`X zz+Z%a9lR$7oAG1eWrnP=+M!E}t4B-QQrK1UZc!FwWl#>#+k2df`E%nJ?EB+Cgwb1Q z8h?j;EAd;x?K0Wv+7HBQYjoDEH~gs;wyvl*pxy$kqy=W-2^p@KQKtp&D;{N9)oRVT zyZ-=R*K^DC&)R$b3OV}_=+NG2zqCJyJ|5UT*@MG=3GrT?B%ADp)(>kN!89*z7%3Yt zb>}-nVAs6sKk!u#_&6uSegV0X9aMbn!pg-)nAGbWlOa z$ghsPccgp|@VCU>Z^4?^?C;~>3Tg>@@Yv{D-;S-c+l?Z1IAxAj(}Z(jx(8&)RRNAk zKS_Sb{uuuNf|cmnm8Xn84ncLVXj&!I7Sq~%Sb`fHyGSKFfwjF^jPu)U&P)<)1pff3 zJX4)G*)?y z$cz>-M7yNg#GXkFlZY?14Oag4Yq@n6lM^c2dCb6-^HXfBS0s#wZN%graoVYA8kzf4 ziK#NcAYb`>d^Gs&-+;(QfMUJIJqu7}WY<|>{S6rilHrThAx zk)Y}!Y=@k~D6$oHVYzaPBAGB0q50XEj-@wX0a;!$@b0OosJ_r*0fgVVx1I!JCe{kd z71=|x5fTJpf@YJx;tMOewF?+sZ5@ye&aV?lvV~TiqfNjbV_*vBAshF(1SpnUF>4EX z@kb-wN)~D4SHpb4PXRXt^HrM%APKg{qda~)Qk3b{yVA$%kenw2Q{X0>so!X~QLd=P z4bJ#xMkY2?wp0W@)DAYw^RpHTt~LXO1FrA~!n}!5OB@{{VJNx|}1i&hT&; zb6y$yH`;g`!+t!zv+=iwH0@79@vQJ^w#%+*s_c(wQXTE~z2%^iSvG)xw1fu8#eK1- z_+R}RJu-EQC}g*2;+giy^2Xso48ebP6(p2K-C1^=@n0H#)*lR{_+KWU29d8^HklkV zTSs^1x7q{EaMvTvbC!-{9x>(Nq!5K-0}OrUNnPUbQ_HK(u6Huw z6!~;_SJTYB@f-dLcl#_}==Ykfl%6fpo>^XBGS^>ECe7y9yAnB+gu=U(^BW^*Jb)|m zC-#n)!#*GJ1pXiJjqH~;kZO}d9n-p_T_i5?B&B1>4C=WYfT2b+$**7I^;nL*;lB-DTs@hJ7Cv9tibXEcT(p}(Z~15xD`y$aeoFjuw-D+!+I_wzfo&0C zl$jNLwNBf)b;GNZfJuKrUY7|}&gs|0QO8!4`5H?90Db=J9&Z)V%4bG}TqQLgd$!l* z@^?1=62p7q{Vrl;0i-|a4(QzFNaT^0$zU*~0085?b+CLRw9zzs>j-WiZQ838d;p|4WRkWxTZkk40*}p^?EU!MGcLJX-a;gv!xquEx8%xIG zVTY`>(UpY5&b=mc-?iEnWCUej)s4k46`dYhd#zy+A%>Sk4I}AIpmU6Zm1^?Hf+`Qyzz;>EaD0-otAY z1x$b@NI3cqeequ;N$~Ff0O4Q6Y3|}na@Th8n}Kl-(*isH01qX)lZ2X0c>zh>;pFxER}#52-n?5^7$~E>A>{p~FydsVy~U<+p%swcEWH#C`} zSoo&u>dMk+w)qf9wZ*{zmpS{h7`slUW2Fc zaa-Y6{3(aoO{@AGlwzDC@;9{q00`auNAbUfw4Hj`%b{pWlNjV;M6>qK zJ&DeKwf8rItZj6k211tcWehn1R|gn1@?XLYHt$~4G}-Lt5v@85UTmrRt)ru#-bmcJ zgoJ-Fc9wsXe=6quQD>Mg00Z?ut-%~_nr!^Zv-m0>8MDu?%UfD^z~pi>W05SQ3ARuV zl0P9|)hjQikK}hzqrt3x21ZnWp^tx-w5|RIDFYUt`0ab`uY|3Xe6bI1D*dm8p%?-& zR~!u#_90EScqN~})mG2gze?G%_$-PBZ3onf_X}?f!+<=o&$Ve<_+Ae2kIJ?Boir|E z#4UaeMhF7bf8RBs2f;*e2iZsBE8H!-Ee?1^tG50biF!u7o|vIwpojB3IuC(yI2nL` zRdU5bvGsP_a3P!jl%vPPZ!N|uSV;@{s zvd5uXkGl&00N*uc9U38mu>tGF4xAI%wW;J*zXxN;Q)r-lYfjVQ1-hS>+;P{6^;mSM zh~_c))tI#SRB)q;T##J^(dL%l31A98(U1M}S7G>10)T$ZzlztRM`WD>)u`>0Xu?pr zMxu{9wD@5PwoEDX0<^6@9YB~X5dQ$aYqwi8$iT%|j@eX!jh9%`d`U<}WnH+c_Mt+qu%#q}h2iB5X z*sbI9rf`TqjzhE$#PLB^u_9X{90A91Q^yJ~%s{~8=D05ze$u}HJ|0fCo;Uc};cYT@ z8CzS8ZWB2f1Bj5bo};4ot_xfL0D_o)#rg|fTipC%xVSc6SiUwM64hrG;!n6-i);XM zoadm;XDXDV@kxE=kcCMJkB#hv44l+5Yv|sotH|$faFb(7FR?k24_o222{qp9%ApNHGf7#FD@5et7d|3Ez z;v31dopRzkwz(Qr#6Vp%N%n;+D(+F{24G5nLyUBKFI{{R7aV?N>BHa?wM^HrxAHO~~&Xx?Cy`(F9Uwo{{XW8 z0K^$m*TMe)80@d^cCi{hz!g z@gqU_S*v*Mf3*BduT7$8?**&8Gini%uLBc@j}8iNbO=~*aC2XcnvcLw8Qa3wz8cq- z;R=up6A_W=mFg>zk4*Th@Yh-z=96=%>9rujsY(2{ z{=R3=XCFt*P7bS;3e!-woY7L({86&E%IEY9LUtd9Dbc7MN7la^J`eu@!C60SKZJ%W zJzK?T;!7xo4Ys=om5B87FdOx+tv(3<0Kstn40ySr(*7}c2LAxV_bq_;x^s(&0rlE& zz!jceg&k96H?9lMz=Cmw8L{ix5(zm;%bwN9iL!-1odDi0(Y>&9Xt zuu`c_r(}F?2QI`zIEEV)O~KyHNi_cEc*Wm~d^&t>W#V5DXa@eq*HMOh>llbvxq&5D zk|igA%&N)><0NLhbK|$|AMpeBg8u-5u=vyA{G2X8EtvWH{?Q+>uZzEH88v}>;%!gHQb~PmHZxn;pk;(MM&;il$o_}r^sLW{ zpBHa_8~(r^Eb-Ouk3Ny8c*j^a(AeGNN;LZxXx2{I65PCuFfhv$WMp$(SNsuA_QugX zNvvG{&b~d@6zRSvw`~(p7Y;~IIf=EL1DtG_s-H!7_2=_^b|FKF)*_^DN*}s!`CU)9 z=$|TmmZ$XxhnPy)Hwk@WH92uLq^j~-?xhSry*MlNmo%ib)zgYUHohZhhrxb1pG&)q zgj1J>WnuLd_uuThd!c-F{gZS{o16Im0Jgj>8PT;=FM{4mW*I(@2}7RcThhE6{tA!# zH|qZY2tG4wT0O;!MJ=WC5(;C#U(USa_GkFvu6!?R!)K_pcDJ#?9-|mM6!S2W3HPwk*4X4lhi-6ev6BLdQ2c4vY(!OK=0D`-I&CmNbe%5;So1rVElIl-B znQ;;S09kJ5%!Wl^dCY925OL^h=pTlDFt)w$^vkKluLb3^!ElbCN{egZQ{?Yc){i9m&)J@?p7R(do^X$|JC4cwr+B2T}e>|#26ftsw+M?!P;*FHQ z@F?>C0N@Oc0j*Ou$fbm<@xt`e>uGaUrSgQ;Xs(aX;5GJbr@=1@MLR`ps>=`0jlN+bs|!kXlTrI8%W;aQm*y&~T2@@&_V&_Wf97P` zM*7~4@-$^xVnsw@oVAXHTEW zUzqjjTYqDU60(W89gS9rZ*)6oZ142<42TB{o|TtBk9|uKk`K)qWJj=%5C;lQR%OAfhk@vIESINJ&x5SMn!d^SDv`J%*X2VFtt9md%LGdhxO;GCefKGE>q+3_ENbUj~9z7Zsr z(K`|RLv3~IX{X=XEHm09$-&s^oc{pz>y7w1rYv6!G)*Qn8*S_(MJJ~Ka6N0c(){hh z-dqiUZ9H>T??zTCFr_+4wYocx1jPD-rJTf|^2(~N2W(@fKs#c&{WDRy)4m7lo)x)Y zGUG#gn+FQpaH%2KatCxP(zHAyezw}2S3YQ9TWpJ-)sUB|bEJ5)#CF%q9lhSD(X>TX zK#_47=LCG*ao3N=z3dFRscL?6#56sQI`LLa#`xLd``-+FDVqAu1NMcoRkuz_S0E~` z2UC-p^$!7BH^WbaHZ2XYHx^oKct*(c=h{1va0{^feJjkqH0aH%czVZ1jxr*fSF?n~ z0XhBZk_o}=E9l<}YhDb|_01aN#!Ug!^y%i*WqE9*mM0dGJkb=Lg?=yH5 z$!?+lP6|I4LDVg^C;kvkGyfoOF}Nz8J}Ef{f6LQQ?mM^4GrTe}sxA8eJOm0$B40S! zy{AEACGrR`$^_2Q8Z5}{G%(fshDv?H`Yw!K+v-AYW$8mQLg%iZ}XB ziPO%$o4y;5dM0GZ;#CVWC0a7!tTJ2H-Re(-xTWV3<$GmmHnPZKAATPuUvq^iO~EF4 z=Z%<}RgRo(VX3`5Bm3p$bHiInyTg_ni{$c+5$tlZrsS=bboQ27e~sU;mw!!d8U4BF zg8$-j|6K?ch>{p2lVPNxxqM71W?AI%Hu~${A~C$v%o2B)%`o9$!L>1FnO>NLZ*XZW zHTv_)9S2Hp`zTm5Ks#K#ylg9)y$zfl=yQ=&Lp`$Z>=uo+Xwk~X?S@NFI2Bs$NEZuW zsUfDvR(q4hD=T**uL9f3kY^c&f25h?ADAdZ{ zZ@~0j^R##y71c9hSnv-}g=arg4A7yr*+0`Si-Vn+tj_V4=0BW+Mg;$#U$1-5rX@A| zh3WArRit{@_7k>&POM=pcn?1SjK*M~ag$R{vILP*NoDBo0kVGni|@EZT=~;foV<5M zUb)rcxi!x}pH5OAE!^erQN&!H_yB?cG!+XfbZQt?bRCMM7&Fr(aVxp;SdKk-+ngBd zDmqynjFWpUQC2eQz75b{)ryg#i%<=QhwXdrb$$2`=hI{qmPi{Kp19fd+`&Lb^Q<)3 z=eMJb;Fq)c0PC4oe54$KL2+$F9AQfwa<t3tjT_3)1>wlI@|5MwboktEZZ@Ye zHCDv=i=dAC@8?!{88E!Ru;i;XNh5Pg*%ea4*NJ6HgW@fzp;v-2dTN>|<1ZnvHsJUbwvZTEzdFjk7S!Hzlk#%+tSHU_x6f zKqIRNslB-A?Wezt_{u?T!-j=WrTu`VtKferK#k(JBekPS8}4PC=3Pl*1utp1G`{rw zSz?cwsSowO;LBbR?_fX{&$ygbt`j&&!bg8cuX=uXP4;y+3AZIVv!N20@`6j`ljI_4zGFRf1qT(Zd7`#+koD|BgtsQAg zv`o2LFK(QyHHR^bK1-pGO1|#}C|Na;c4Ky9SJ^lu*RXO1%18WRuc0WjRRjF}yQJ6~ zv1eI@!-i|E^8F#lpYF`#x+k3G7*qw{CzmXbA-UH`sM5bx6o=z_-Wy2V5xJ}s;bfy@ zrFxg^bY>q!2}$2M!14uvVk2Gyp8wLz4}6Jlef=z4ie8H6OEbT7sUPg-Ec&rnpb$K! z$kO~T(5y9KyN_l;;1}IbRd}k9t%IVnReYSE8RWJ4lc_IWeUCf_z_HN+fS&S2g%=v6 zGi#p%zji%~%6LnNvzd!i9AHN%f3GPtU=kaPwh`#83&syH>A}BY@W1?=G7tA)syJx- z_5&yEx96U&Hs`#twc~HfL~|{(<(zb*dSg_>HvaU9_c+P>IhN_0qfOJ%xUsI*cOr6Z z_#CA8gqCm`&B{nK$pLIU!Y=_$R=GIrC(yK95cmuIW&9yu04{;-yjo@+6^mBm=I|Ab zrrroLi+zhsNv3Z|w#n46l2Y`3SAtKP*3V2p737dF0vcsQ@HRyWofaeNC2#&YuHdII zpB!=6c+sseB{s#uvOvRcdE{c4|Ms?pLi-iEswkrNx6r92U5xDZ&gRI z0A{@(gf*-@KHnNNN%(ze_bujLbK)v0C}we#Q{+qy`$6^BuphuRWz#t;P#JYH!J*3O zt9tAFq3gBt7e@Rr(IM8%16uTRr|!S@A;8%nmBQ7xUmOh(*ktP8w^J@4!M7K#l+s`m zo;>yQFIur-WI;-TUxR)8NZsRh+5c9Awtiu{(A zFE6Ct#W=*4NA-_Va2Hv`HV1JcVk&>4KEsr1{#J9#Qd_00uSJlJD2&7t;96>sHYJz4XMFM$ z*?Fu%`*Px&b4}4_);0F&6GQ0fv5^Az3Qs~MeU6N7`U6jmN@+^OQg_>$%Hz*m${u}| zq~QzpM|>sIB{OyarCg-cQ&)CLmn*VML9ZqUX3@3-Ew?zazz0K}{7DTxAkt_*WY%38l`Cdeeb@K;?I%&&lCowkki}>)F2a8 zo3e1S_K?5ml}H|bdhsPCr-4d)LX`PO34%;=<4ua@z7Q zPw*RkUu{)~3|ine{SCEoVKs@E<}s1yT&2T*ztPTrVVx%Fy7>t!X;I{SI%W=>RJunCsU4=Nh=qqbZbY!jB01wRgmOfEI&BY z_8umN7Kl0Rq+d1f<6ZtUJb;~G50RsN|Cl^Ri~aqa?Bh;f*(QBb7*ri*&&n5;0;FFO zc5g&tN2$<3|Mdmkgg|qkPTv4ioW`dx-F?ouyHCdv0Sg;g&@yc#h6zQ|FO&c0y-a8< z8?Wo`u<;9{QRWu8%hNP%=Y^p?siIkjD%g~DGr6&P1q6HOv8Nz0L)G1kAvXHfSoK~$ zV^}}(b#G>Q|JwDwo5hbQ*q!fGmYLr9Dwu04waWwd`)p)4Oshi*?-0a+=>d=;g$9KZ zIt3m|(LPq<9UJl0$&K+;RWsDToBnzv7p4#qbWR|(ihrPJRXdS19o}UwcCL7Gu@Q+d zH{I7}#?k(7Ul+9s_1_AM74WE+V~=%sSke#wZM3di_`gtyn5ue1NgZQ-H#~MM#5ERg zz4H~S@`saQ0D0opxblYGa;02fi!jkjK6vLAX!1aXZLwndO2EfAc5Ss??b-7a4lnri zm9Kn1{mCzVoZ?RS3B-!_K~ZnJJwbEVHO}X57t5b&x-5pA#PfbdGDIBna3k$_G_(ALChmeri ziuzHfXs5UrDrv$BY<%P)?brVni0(xlKXmmqUlVlj>u6Co6G7mt>7L6?{SB=Th2G;d z6X(L_rgEZ!p3(=}UDRj4#0z%b7JW_wbU!5RM;hi#;tMzGP_mwFdVy5TS0rong>a>+WZW3oJTIfakJ@WD zQ(~O;10+P-ounS-lP?GanQx-R?|oU@={ddeJ&agnn!Y*7NE9vI%P}Oh|0+Cpe^UWj zayX~G@tG=ZPyN0ZpCf&3Wga|+P}aF-BUbKy#nIvaHKA0R>+cnZe~)OXzUh!(gfPLI z+X2sYftLIQz1oyT==#LSX29oG5~nPh4Y!=66lEt`op%{0bv)x$#85AbU~vaVjgONU zzLj3@L(XP^nZvMU@NxR|7H!50hm^fVVbufKP~HQ8=&~b#_m4LDp-9|*nx06_N!X>a zM8-=J$R7=M64EzGw}9(I-Sjd?rD~3D=lUyRf{p3=%8IA2I76tJYe~s@(IkJVKub)e z$c}-Sas7}}(}*Rni28Ste&TYfB2P~Ii(7e&vX>Vh2}_MTEE^MW*bnG79yi2NS6aW# zO~{X|v7H~QmgU_s=)>ciFT@sBX;`IE@+?AIT~ka?_hrOm97}TEF&#nA$BI(Z^C5foh+V$<+UDzn@;8L zgMyeJvQ9(#g4_CKF2~p*iqmJf_B$Nz##z=SDwaeOxOkQC_K7{(zk4K=oIw1c9~B3?2Dv9(=^VJGvb%? zbx5x_Gj_I9-fvt-t=QhZU%2 z?|>UN)gE6lPa^L>qHLc9->V0CphOYHL~C44NgIDin83Qf@>i_ksCWT!4+oNZEeU?WDdbUQaT}hz-n{yVB*75#Y`OS;00vU@b%oy&yaZsXStW1 zhK7R>s=-ext4gadGbV|+mumyTZ~=Lve|OfaR$Ycblfmo#n~+OWIQ#|z6=O}1*^ge{ z(k29N=uRu`yx=R2I8odCb)cod2014WK2igSp)I0lW-yXRwR}ujK94ohrMJIyL#8`p zSaGr15yYh4Ru;Rrp*}yIok`70GD;}oKAq}~_8xCFTKM*aYD?v!9S<8-9@R)qc>x&& z;o}ccXlI*qe{7bzeWnXGsS72(p9B&0-^D!2b@)4=mt<9|o2D^6hUgHwNknCqtP+W9 z685#0^kEuF{KXFAt|^?Sk{#7`GY$Z1cQlIS%jR4li_H?nj?(xY|&~_$=ESPC$9w~MCI0MxBMF5DpVQg-jKU0h$Uu^c24 zt5s=q#iFF?r=uT@p<;S_eY3q8t6fsk1DT%%6Kbj2NP`v4-OA{M9np}N7mJvJU}wG% z-cU1P1K>s#@fF8M<3Ws5=o={kFC$v1+WZipH>G*-U-@2Okdj1V+~G|@lZlJ zMVfMWWx)OWwx-~zaTi(TBNg{Pe8UZ3tv2jGoaOVIIRw{SNgX0T*iL!Ii+Z7-h&yI* zeOU>1wwGb6TI&4N9oo*UDo2be3D)j~J`hd0%2sSx93)avzV&mgN zyG~NY*skqqzTEWeEhUW6E9N``C^w$@177JBM2`xiD)`wgsJZO*rY=m)83H!umw}4k zJErBh5HV*fgB#D~K3Y{A8qof}IIv)#8uqGGV?8HJq8cSOEtGiT{~i6yih`pFhm|^W zpi>Gf1tSH8mfNP$qnt^G4%PXZrdOQZfU9ErDEU0=Nqn-r?nvgtUtOCCT(3yOt`?z$?@?RvT!s*^(WX zxanV+cswRj@R8H{LhnlI=*iF!K`n+q$N*Knr5(?(kkYQWJ^uFimN| zeMI$a7m5o|1BWI;YgGEX7Dcu{nwDqPyP-7X7@F`i7^0KZv(sy7^f}esYP~lp!y)?O zcT@M;Xo0zQ>TQj1uEd}IMP=42sZi_|64K{(Cu9u;t zW6assR@1|{(eH25!B)?AHRivn%mVRzq{Tr|29mD#yEI$Ui%ihho|XR~^PL$F@%%1; z*Wkb{iW9f0R=N-ll!>NF-`kJ9POYE6KT|2lSRIOOS#GY5?fNVf|Hm=gq5!e4+p6P3 z`A{{k5n7>mF+|ub1xyZXioysvVuy#F>?o(L{a8D`V7NBr^3k7H7%nx!tk_u*S6$gi zos{-hzbnmW9MFxK8#D`JC=2?$_f7FOk%e5;=AHu`-_A;vx?asCF~BhRQ1SBW~xBHlJ*Y@2#Vrk!e*Bh1+x&EGZRCe zt-a=SgZH7Hb*(kZ<-1DTOGXT?$#nU3kp9fnL124e`qbDT(K0QX-Q9BPIc2QMgjw^| z^uq#bAq{#D#iv`Q_fd&MmTZ?=8&!OZ3tNo^g;Lhe5z^ye!U0+1E9kP}`!v1Y5oU$! zGrp-HZ9gW75j@Xs%Z1jGQ|}OhU%mPa_Iv+N$t-UVu;9gWPYLK6o8CXX21%@97CHf$ z{a?W)`^xqHyJjvh67$&8Xa{~814DfG>&w}`q*FAX61CKke-?~a{FKnjZve!E;Q&`{ zooRv$f-^w@bc@kC2fSTw|V< zJPhG;i<{4A3VRmX}Z(j}iF4ANRs$t zZp?Ghm91-q1S!fx_AsV1ivU~5k_817*l^%q<$P0lpL>%|e>_?3_9u&|8V-+roO^~` z2?jl0hnnGR+h;HxvypL@;XpUSc%Nz#O@V>F;?5s}+|fT_xd*~ebD2DeV3y?m;?tOU z3l^mL`3c!}7b{B9*eS5`tt^2P_29Gb@OOOM7G}PW`M0_tLa@_l z%j|B82Fa5cx`&cIkLQjeYMaf#`0L6Ih9FNwCIq-y(2CW0xqoiN2g&|Ib9EwEQo=ip z-CP8erbidf#Sp5Zvvq#e&`Im^?E|dM8+(FIZ~(rWoJF&AYvnn%lp7=q8cW>lMytEP z<~0Y`(||nn+C*S(ST@tT2oh8M%Us2!8XNp{x=`}q*C_5irf+B#V6MbQg{0e2jp>`c z6i6n$E>!$BXmMo=4=pw)uBJO7pe`|o=Bu_(evEef(3Y8-xb&pFbHBqyMn`HULgZM|R?<9O|gw zIgXx&o^1hF$4=gUD%h#!HLAe{K-NSM82Bx@eNjy>ossbok6W(D6}}~pt8~?UPbj4r z=n-116&1Vnk*;yt(yoPs$v)H*$0%$(42BXrIfZ8l zvM;NQ2@|jOu5Lyq_d)ttWkY%~RCDco_Yz=lP`qVxdqeZATpf#h6Qx*!mNwzAp1kbB zpMyQ8T^9qqdd`B}7gdWoE53@U;bA|{dI-VK|11Hhj%sew^6r0s1x2KR!jJZu{J!f= z9P>&!%axUh)3uA!^I41<5(3fLyHMKD9vf`?UK&clpK%Ujt=k9_kF(OX$wJAHR2KRY zg}(S;xbQ{h!D+M|JE10g9t4U&ifu54j6n(c_f!2|II@zzG_a8;XRv|+pz|HrM;XRK zZ4QvKiyhZiYH@Hv=dR^QT~BYe2iEk2)06J?EVGCFJ4<^FPT<1piqIbaYwwPX(T@+Q zousN(o)w=Eib*$8V_^%qC~Y{`WE9}VdUcP`lHrFxH8u6|XQyb>t>UIR{%o*0yv1n8 z_9@LfTO!^OVPTJEhLd{W68C0xyqwfBY>+huTfVH3oC#(Q3_kObpX|F{EpxWtEnd^V zcDr68!nxNIiXNofVVM)XGb%IffyqT^cRp{&SCbha{6%g1_fd20vICRe?@SlQ?W6wE*Roy2mk)S1^oSX7 z3?GOp$fp7E5b1g;PQ=gsk|RQ8_{BhOzD&}`(zu~-t~*=k%`VmaJpP#^;q=fo;W_xj zQa$Ey{9#^x@-23ma|nmiGcc$RL>Z(B&(qyGnZd01_VRGbbF4B(XyXBz&n-N*Cs8~U zr@QxpsH#xBNhI%{Ufq{Fouj7}E%+`&{Gt&pgbOd5<*jZ!k%Y10F^N6EdV<($la1@U7zNDgra34K>Ks+&m8_Xzvjq;!F?OU3<)jhPjbEC@q z{QBZ%G5fwt?|u-69~?la21+BV+eRz<5EqTsL`hUedXk$kAov-2%oae=rV~?)^JBM z66l28cd|i>Gjkf`5>#_am!NhVMp5FGBEvFwV~3{7xhX)b?S;Sm8t{|;npuN#uxCS( z-yQGilXsTdgl$wQPF+M6QrSl|fI!x7laFKblmJeq!|18`kcDiU`k6j>OKH5z$^g#l z*i;nBQ^NC>A>yYu_|@y@Izhp+0$9~K7O6qip0Vwm(U{;#WYazBBF*?5U7jE8W!UA? zL9lJ~r@=k(<~x@y6E#T`d#<4HlR=Sy@a5+5kNv*?x?;qRNrVmNSJaL0AzxZZ{)FN7 z=H`B#ZkPKHhi9*>rAi}fIY-+TBJ_~0bQ^&YJ;0A*0{86xlO+YrI-N? zcV}K{TS%XuzmzWk8yw^Ai^L*6yJwxTDQ~`z`{ZqP!^LnL-S}In?eU{qZVV8MiSU;!)Ye$ zV6I^u;gOn;bF-gh_!0T>=06K z`tf(dyMZQGkT}+-=U?F`%d7KI!<@wQ35X&)RtvrfId)`%EbzI}k-G{0CC5dgOW$j5 zLYBRbQb^y3&Ys;YYn^tI&)`Gh^#+B}`;AX;A#`{+xuMCy-w9)bHXb|5 zI8&ar%zpaBe&qKo9A(&zHBhZL_!k6e&b510EB~n~;H_*{NPDIf3`b0EsYJVa7w2nS z`!k1P8L`xGE0GgxkR%5H@;D35&FEF0M{%<3#^1?ciUxMpgNvq&R>UfVx%OocnORQ!46315$J9fxP+6Wew-dC~U-ifM)w%fkDd9Z+%-F zu0M+O%*o`ayO3`Mqxl_*C+cUsS}(_FN_JaTLv-??`w0nw4aQ40uGSw^uf@kfXcfdi zBgWm?&%D9}W}&&WUr-4X7sEo7A9;=jWUyK3>+-P-ng)66l*P|HdMNV|&qW~mrJvue zpj>I=Blh$4mT?=owj~qsJB>|APp6_ep&yNH8ebIBHa{r`kb0S|cggetmq%R`X!Nx` zXRBr;Q(zH_5j55BHoX!GT=^NLAJ#`cLYTUe@*a?>Eh0p^%kMK(v73l z^SjhjGf$x&_z6=@S>eX+G{=zX>NksY12~|Bos`&cgBNWt>;9%rhN@@Nd>WLwEpvJP zz5H>X%l$^WQHrNK;l6RIB(vkJXMQ@ZQpxC{$52n1!ET3Rf;3ag)kF8~FPqHyee_i<%i^mZNg(M2ZU(0!5h%MD(h>YNp%G{QtfYjPM)9H?CFWKGhAeC-F&2GfYhp7 zlm!R-`xpS@+w}{<8gJT>!1x9*Kej^o=HJ}xy{YM=W2yn}q`hIvMo&C6hi?90xP>k4 zAvR(fRAvCIORFJA;~xYjDql$cTOyjo`w0lrd17RM&qU?FK6vLCEHn{Trif_$puytOaWozqQ%&2P9 z@NyxSOZ@@umuJ36*jT_l^h5xAc__*Q$*qvH1v)jZJZi0~DRs&;@vTPOk4gMFZ2AHq zHdlx2nYktPi9CM=VH#4fwC}S#+Tu(zybKKOAzmz2l32^!au4Ccb|I0N_0Yyg+`W*9 z&B>VS;rTGci&do;I_ymJa8cV!h@(0$9*5bl34$KRQ(!- zYCT=!j99r?Qv~oQ8y=wOBJitmHg$1n3`X4X=c{>fq;j~EFHBB;JSo}vH0fH{%p@g` zquQ6=*@1KC9K|t|0nleuGrg3f?FmJwxGjOy^q^bVo7iugFB~H7ihd*3W&oHn`i+Gp zz5X}faf_xZzfnd7W9g?0@j=W8A+@HN-PU=ranSpY=9XFZwlq!Nz#QWu(FnzLfNFv`(`IqX40)zq&wdQhlti4w`a}L=r7w4hT;6ez1r#NHr&w?=Y5? z@VdkdZ`6^F7=V@*x|2F%dnH2Aj_sv4nGa!IHrjMxQ>DM&knm21DWL`+ll^?xaw~Zz zbNYzs!;ew#1f&c6wBWmzSJIAUnA2g>(}KY8iD0Kp@8?m2tVwK9p1y_SN)sH@mKd&9tQgRnm)|z{qq;0tgUze&sL?CGLm;kSkdsV67Tni9ECe?N(uDo1DtR8YZ$hzbQ?}E|4 zt2=k+f7Cf7cN3P%KP zb`3z{pe*&kh)zO8RUu)&fVNqp>eST|+dbFv#>kdfQ@(WAa&+8!ZPi*%JU$-C89NI# zMJo};V7M_8p$K*Dn0%227usG1GVI1^OjbN;KuK4b8i!^XK0h_Kek70+7baO!SC?Xh zu^dK7&p8u{hIN^7iy}tOYMTQ0$bt=NTZl~5_+#H-DujO^@hj6n1T@U#HR9?+G?-f} z&Gm8ejaT!+cIK&RLC7?S{&fGLJ%np*(ZU!!Y7#1WFRLG+kw>*d;y^Z6@3Ln!cyrKY zw_aeaiqZ7|$;OrZcvy2;82YzL^P=57g_`ruv^9C{>r$IvW9&Nc4=C;mM1rP5Eo^lq z{-Yz?1mQ#Q?Asn$Y0IRK&n_TMMj0cb;--l=jYKIGmN(<^^f?z-wTaRpF{+Kg*H9S#7v-x+?fL*9Q3kT ztI?+3&X*S}1J8O6%oc_LLbJ2}U#W({_o*y3knI@_&7nmlW)eZUN zSrM4ITpA`zY3cwEoUMiEXFQr39ckVPrYLr^$DS(%f`Ta)PtLa*W}kn?b6-qRK1m9V zmCq>&__yFyNh(mtWgX&Y$TKc#JkeQI)UnHQJbIfLzKWk*4Rl8}tiaVenQcC;-R9?VHqzHjy@7s&vJ1WkVFvPn2!fhz`r;`7(U7=M>^jY#CcT^wGgasR z;Y{1KwBn8BGa7Tfc=h)eNJ>-!hYFHXL9t_QlPw3y_`xBFW8#BiBZqtH`u}@bn`q#P>y0NM*vI- zQkYFUsrC)atK;5^S~!HDsYd&!f<7XliC9s%n$`@DZ~%foZkfnVCo>-VPd}<1OXuUA zBo9EN_NA)F-I4%=ttchr%!j|?B)+QACvj7Mj-tM(TvG3-Lj;*;OlN%W_@w^B*{KXV z3#ro(PVvf^8qjd44xDb1l*Hhf8`K_B;~lsqvydbjB2S@lpWnXY=ZaDK7^6&2mVbxO zI#@KvU+H7Ct(3F>sDtrF50#F6hsI&~a`lyr<}>h?S+o%QRJHl`@G{>gB69#W6K$(hD$H(_G3>Y%N%(s zmk;XRGte#YB_KwVw(+QMR8Gn6d9=5oaZ`Q8s76sLi8)tt0>=sLickF9_U0LmS=S&N zzVi>h%30$9Vuzz&?vh-zf)t&swp89a)D#$hgP!C4TUaZ^5ZS>WWVl?Ew{G62blURK z>O4eao*x)0bGTcBv)l}!XV3u8Qk$~z#}Ze7*axU!l_21$eRf54OK9Ea_0lD$FQ{Z} zZV>1Qd2F({D5`uTsjwrBtDrN%SB&6;l7a!F3K4HIQrVPJRYp_##P?YQk$k2h3l=hHgFmsIdUdpUqCLP#(rAuH=7bZTN8`}Cw%a0nIQKxTa=ArxtDX-dSGi`halX z0*L%NFmupJs!hG5$vbSr+on98HoWno%`G~FV@B>{@nI(qqJJ|}C+ik@DfBj^1*6~8 zkdQpdTS6n6DF7(~T94Z)AuTb59) z6CeuAoXLI|R$$X62>E+!5>*X|-*z%Ld6=uUQSfB(kq29g@Z325>$^!o&KDpcH*C#Q zKU;*?f>e+SLXi>6K4Hr;zM^%k!RdEUdDJZ0`nHMef-^cRH6P2@eH6NEycPsf4Xn9y zLqS{hiZQ!qByD2I*I!IG+Rch9|jNu8E(YliMJVgy1hOvi&P-oUhK|ZK*s~?UG2E{+o!hfri8ciPmQmbxw z+U0X*^hf(OGNy-!L6nzb3*dyL>g{S2hsA6`wnF>N9aq#5yJgXWXJRwEi+!BqJm#C} zAEs3&^Sgj%2EY>xmSik;9^V*>Xhm}gmi=g>JC8Edey=+(K? zsv=m!%t$}8HmDZIGQKe?#K$4Tu})}!3nhj&LI;j*GT)(;%UsWj#UXTSIf1HvIJnOm z`{f}cv4CsrP_l0_8j2?;zj^FN8N`i%#ca;l)KLxu7cCF!$9|bG1W*1fmA?IJmLBxEA|Jsep$-)^#Jxy(+d3;}@l;&)MgjHP3sHB#tS?BWeLT6@X*(I)9Xz?bR zZ^Db=m}>BQyZgBx(eUi=%-oOla$iF^h6x8j(Eu`JS7LQ+oYGoJb(v8owDgciU^K3> zLU*+y#fY8Y&90#ov9gNEZae7S5at)md=`&bHqKu&Qog;-H|lYQrimY(n6!cDz>yfD zI>ZM#>@KVt0PCcjnLIScg>%j`RP4X9Ut$G1FU93JD3l8F@knE8%Nw!WM(VkeQEt&qKHoe$m%>dT)EYN2+9gK#8s|8(!Qkm22IJ*2i9CHfR}_1BPAJ<@R7Bq4m`6$UVte{*gT4G*RJ zKML=e46vWskx*~_6H=%*FkOjm0_!1YOtQ)iz3%j)4Ild$GF`a=Mbm^tXI4K#ip{?I zSn8VFzJMh(_ZJq1_UH$N!UK&?+&Y=f;yyb^$Mzdipk>|tF8XA1GKOur-M5)R*fG^+ z1&CNYaVZDJLa@kf`MBeRYg&w0C4-34l~682w&MwtK2NA!2j3RGL_TpO{5)=7dY~$O zOQNO?c+-2z;e2n~UcN1Kk}Mf9SA^{9BMa^0)x!Um9PZ@2Uw_y_@o;SsknAWk?yzRD z5omzc%EmAt2%nAj@%9gjv;6g1IMemK-wGz#42=Wf0qx~w?*XG&f-)&rdt7_8-CuSQ zEe%(lm_*N?RnPNPS3t6%J=U>(T@*o2QGtlb?f`;xo8aG$R2C0kmFrclY_`NL%X&!1 zd(JIfiZP?DH`QCofWF?=X&Cd|7Kb@@$z;~>-OkVfwI9`_DrC6ihi7nxR@QVGr2UuU$HBaxZXXIcZ_OTE2q%e%|Z zd;T$`bcU4yxS0*CBkU6*w5L(*^AmN<_{a3@c)@r1>XfsooI&i&N_QkWcZ5U#PBrld z+rnh)?MXF)cSPk$cDn{s52yXLr@qJ-&RwCj9I2Jue)cs4KV+6g4mDh`X1_rrE>E}a zKr_8@ce`ABIDO=bOCXgPa(YJOZ)BZ>d+|s`PCKsMQSkH>ty6MPx3aiO%iz-AXcWC` zKH)pmjPHu?V&NW@-&{Q{a%Y439deqZa?wR&lWX|J%A|jtsL4re0gXq}2d&jUSt)Zg zz{caYK-5N)WoE-}xSGnVQD2maGsq~2&zpJ9aODiJ1=5-#%7BGwwp|;3&VtG?5-=an zYN>5xwNIjXvMMa?QsIudN0ZDWw$4L2`&;x!e{K&yvE! zo=6>AbRcs27|5ZB5!0@x4!x%LJFk>Rc>O)#R(xN8-dY!0%G&r|=GVgDSA(ZPkgVd| zeHlT&TcHbpAJ$aPh;rK&jP@^c=z1-x>3G; zS1if&kB67GJfj=?ByQc00~O~ROppE3ZDs{+v){$P{pA0qO)q!nOco5};l`sb=BEM4 z$$TrcyL{=t=R^82$6|B@KvwmpV^whTcyboAKyy>f&}v%Gu$=qXPg96``(=2-U%U2_L{Oe+e@(m$|E7ySR z+Uj_C%jcSBYQxRtKDF)85hP&iyMUZ|ftkZ?Iq$^$X8kR{#$$bKx^aWURhuoS+bjES zLWq8J^PJ8c%-XL*t^cK=Ocwd|^0`~}2VwuM4%qt)X|a`L^&@u#k@5Eu+;?xNT5`Ad zxOcY?LHy_t;mPfLb6YZ9FUHlX-ihC1GWGdCUU$RHCAx|Q7gFuPKwIX9N00Ghn5bHY`ng5c(I#?dzJXJ|!NQCeDOH`eA(5Iiu zR#QQuE{u1LyU}f9XIhFrF6EQ-dz}>0Ft}%{#eAse8r0_7=4(TMhM)h)@b2Xsl)>t%G%---c+- z&{rvva2R5LMc)6{zjaXTsDr*?!msp-v$J zQlWn$Kh@Xfa|1*kA9gt3i-AYzpunNjAN9 z{)}r8X50DkAw|F$!+bb@W8&O*3W?|T^bE%GY1_?_cmphaGcTsNp(C-7TtPCAtwKni z&B^laQGk@O4YIGx9tzZO4tU;GH+LT2kfTl0a4~d9@KG+@?6zM!HlGWz+wIeQ2i-Me ziTV#Gzag+2%K8!!l1CBi8Z?}wvpKSwpMM>_eV#12&OT=ahRaen(^a#}?TN2iX9{`E zrwtb?sEY)R?VhtQtb7Q5!Bmn|Ay3Mu? zt)F%? zkwTd02M%kBtl-zW-`{{bbogHCdGqs;;+|^>O|nk>4lW{AZsGL#ly&a`(uS30}Ln!qcYd&+rWzC8o;! ztE#x%GU(XjP1J1Ucnjom@vdV}8IhTrO(&%Ynai8U4++?jeG}NxP6btod?}Sg3w?I| z1Y#h)MgYOHHeJTMpRoSw^_qLzY0L5Rk;Dz4oFXQMfkS6MHQ#5)#!)~v2?yTUbASOpi}mRoiimmAN@Ul zdhB=i%B@J3-dSMsHm)Z%cJ<@Ko(||&C}AfH%5F2I@E4jHk&;6W{V^){Z!)SLW!&B- z>u(;iU_IN>!GJ20$ReQt%gz|eLAJa%*#v%vLrZ@3fR|9 zsC2)42zLi4oVC{d46lGKa7T;wJ_`lLWg>LYuN|Wq$VEyKTuWyDZpSyH1;TMLni|CS z2u7HIHzn^4p2q$oX}&z_FZ5Kp-izIY&3YH2c5;k^+% zYNJ1yuZF6$qA&Xsl{JNe^~Ajus>vDA#JrhEiJfdxOyavSNcdyv%SW}_A#C#@7yn4)icIp}=`1$;Lmu!GCKuHuHV0XlLa%?XYN|d3 z$IQ_VZ7=1ZijsKec;0}gz~6o2Gpyfn2fFPU#mNN? zFAE|P@C+4Lf1_+=A1V1O6Qj0FUY?c?N~`7Y>RuV6dVP&8#x)WD*>+`zHV?~h^m?iJ zcD^=?Ltj9M=;hA6>fD#>wcLX~@B@2CgE9u$3GoUCI(zZHh79 zst%}Ti1nz5`#u%>$u?_eDC9udUpeZXRvjh1EJ>+a_vY*RWA-?c=G2zf zElsjUc>fpgokL$pn8!1B8BZEP&?CL4UK2xdn&chrQS&_UmtvNXVXnd?qFq-=(<)T9<6 z!g0^ib%{gm>*sd_=2~TeUXOH^ zxgOh$Uyf>c?g6l(v4h&EtlnUCr8{T_;JU_2f#cY4k8qyfnJY@+EM!e&=gQe?b#dC- zs6%RU?|_SIgMTpBK5BfA+js0QaUn9R6R?B$rK>QUIY=ME61=(j-mC5jnPOcE*-M_~ z1d6whZlh}RI$wfZ+aHi`_<2@gBWjJy4`yxjcwJmogc{UeBEL}@G8lFKGAh5R%Jfm} za1Noo3R6nUVmj&kf^R68?|C$4Ay)}L-D&`d78@$HT?@zKwZswf6-ZQ@Wr!ebI~36G zTV#jzQ}gUe`)y0g`kCX3!SMuk>3_Odwr@e;{iOi7<>|6X5-74Y{rS8G&|@bw*U4LU z)4;Oe=EN=~UNV*C%jIWUKcdl3^LiuU0)9+QI~Xc&_Gyi^`h+-e<+5rRA@El7qO)~F zHH|!!BU0HOXl(V+|GsRog1bciAAJ7CgmRc%|DJ`j&PFwLCw}oDr4|VrHu$FV7~0#- zzi`4}kWugB*TA{(iffqT%jkhx0O#Qe;J4gXaqLm`rUYP^tr&($$#|Q-j7`@~Zdh)~ zdfy>s5B#!yrR8iiSYUDjkjVC&qBt~s_-Ba1t6?Y%imojNIKiRQZmLOK)M!IQj>j8* z<2DCyFpYuE1#qYJy@2`f7~?xeLBl_J**96!*TPt?pSI#!&SozzH;-S58M!sPTjTYw zFaOpb08wW75&IiJZq4G2jz>ozjf(xu%TOoGs}6%o%gG-Wl9Iv#oq0~$LT8_m2=hNm1H_u1HDNX%Wo%K< z@=db&G%Bd{aVNiE@$?Cm&3+@Ky=qZgN*~|b(b$C|!2BH@~F0p0me;jy8Y z@!hOg*mG>eM%(ky?uhcByRB=Aj%w3WU}xFxY3< z$_p0Pbnl5TCaiT}1+bnxKG2`WCYKFEu@7g$89)@p*mZ=*Xut#9>o;i5K751J&AHq; zUzf?2Pn1_Tu|T02AaQ4Gq7u)6X7wb6e)*$XD369-+ILwOodcVs_<1-gi#c>;mp#!b zmH$Wtci}(O*GX!{z3FRA0r5&cdS}IdO&tw&8p;(x={N?^V=v*&=iOZHaZv+SZfA3O zFlpy3sBMfE{!Tc=3;B)NWY%Tz#Nqis@fQF`03qY59(l@e0H#2ztJY-kQ&sa_NO?Vc z=a-ymJaCJ4Zt>6j39Qr>B$z(XuC?UJX`*K^ZuuW>+JMFWTEUF%RW$PV6iVBXDCfexk~#Sq+3HPUpr#+w=`kM#1##-*E5b;$KLeP z)scknX3bN5Q?UpJiOb;1{(5()B1@%V)97$ntq2z38zz+u;&uD9tJJNw0>9Pe6q|WA za~&Z5sq{A2eD&K`iTXN{%pw7fN)#2Y1;IYZ*#2=K8IkcRKd$mNRq=QdV%Jv7hc-S^ zLLFQVqOphlKf(;nCM+z+_Zok=wrGB>g2d%NxWE!vgERk;=)=?ItDoh)PL;Xe$~7<5 zXPf}$ZN~yjZKpQxm1J5AN{M~@smHM(Tm59}E3<*ru)m-o!XVET?Y{vzCUvc}unSgS zUP}y{QD6}a?{*3~xVNQzY+)xpzk|xSYC;Rg)bKURY@S@Yn9-AK`{Qp8XOA>Rf-BBE zVROw|bOJv!r}>h$=AqU8>q=dq0`2$n8e-E>e-=&f8 z*?3IBYbNFxk$=$@!h;RM)0+$s*wH^najXYc70VuWyy&^CSA918>rXLSFXD%P4h)%- z>``CT{(s0g9PibL4Z~RloA)lxFcb&Z4E^nE&sDoieFrb`@IR>Uo{o1o38&Zw?Q&v| zoiJ7h=W+n1LanzDxaXRtm|5Q6=-TG^)QvQzau7Un2N+`3X~)RJ%&Q+&D9;rZ&jJJC zl{hHdH;=DVr0p3R`!6dwiE$NX@Uv$(PE*YQAMRwf+9O`vD{SJ1)BrpZeMq30bBH)T z-4!CsWObz3CG$d$bORUXeB8PQ&2hSy&?Cm>}>m;3*^VnWe-@x-D_Sr-Cr+ToAAA!lY)w%d(f?^Bplk zL+t}Ym{ZHl&GZEYo*uSAF|4Pq6qqN5rrOVA?95<(J_8=dRDP`y0OlN(QH(ScZt<(| zaCXCAf*?1A#A(al+H?UpgWyflP0!#67%I6zrxF`KG~2`y6rS_kh9mPo~!4LF? zc&P^<8`Nb#KS~axSeMg_5%X9u=K^%`;{WsaOmAUvBCAfjvn8`@@{dG=T(>rj@Bl=C zZNnL1Yc|gYPh50zM=Lzr6V=KB1?t89oId5|x(b(HRNEVx{HSo?tVWbxT;_FqZ3>yE zZHm4LHcDP?3INaH4xO%m#Ny&q6WjxeRW8JQK;Inxfi&bt$P*3RR?i*}dsWzF%r^%< zzo4JY(}F$r^`Vs3ux(!)3q6J(7vq2j`&+<7O?9+pD~$H@LZ@@JG2a8oUViq^$?oa$ z+soaBSQXq|yg2rC-9dJBk$F&AM@nTiU;TYrd}Dmf97fsYveq!~um{X0rBU40kO3KL2@`lyqv;Rk?y!!zo!~Aum;-QFw)o)BC(rpR>(l_`Yp%I5Mn< z%;dMLtgT)z{s3wG>Q)9hcM-<0?5LmtE}<_RUa0jbg)8G!oL{#2@pk#E=)gaVRVBhx zop{pxl&>Ay0k;TikY?eYo^~x*QcX?MjN)kN!I)IF;B)BbLePjz?y&$V&;+DQyc4F7 zULAD`vaD?QQNLm>rQeJjTXNTm+*a&A3#-42U}?R zYX7KEaQkZRzG#fYe}6=?tD}uf9esKZdL8PU#h$Q;E_zi8N;-$_mz2346L*$ixhFT! z6N1uHRG}^^D^cBU)?L-WZD0r{lb`9Ckz{Y4+#^jw$k^c~gE;1MxDoG!1XzfjO2avz z?9Tim#&mN+p`uQJ|N9->RfNh!x0Nd26VQ($|0wolYgsr?bsZ` zR9)=B#ogw{>0~i~$-?@3Xqaca#uv}yI?LY`E)8#@?e|GxrYZ^kM`8>^qU0781g6Puj04r-&JxMLLx7ARbnqQIud4S#a%2-f!=#ZmXiiO>*7vu zyRlV{nFY=8ya~YT6e&yqIywf57NR;fVj0cUN>=9XuswKpZ~H#^{$I%xv7`O>7R`qt z0b&en;<%D5BJ;Vx$xoN6d9sg`EAGEtxEkIWdE?oynwq)fWLTZ?Ucet~-b@%LqHa$L zkcs0Eay(JHkpx&9YConL2)cFK$**nuQUQZ~Yre2w4m82$C$_RPesUCjlFOOCbON7X zU+14W>E;4yJtgs^n*Y)Wl>R#Q-bZ6Cwfm0)>FfKfUNZ=Qt;vo;+E7=6E$1d?;qxwdNfwA`F(iGOp@|GL=Y5uKTnra z`VGuscPej~M=itmW_``%s8vxt_RgX5=8cJ`uBXNXL0jvtMz9H1V6P*5$=&ixkBKMRvu2xdiD9?@K01R-Xm}fw| zV~SdU^aOh}Y0C#)VS%=hQR3gDwL5;=xguu1F~g=f1!B&66SkCk2=;D*gPz&_7Nk;ubc*ba-<@zloEl*nLXFp`!JZB& zE&3Ht7H^s+3@zM^O84=h9As5@EOQ*KjXCFjFpjhgkkDW4l+4_Cw(jz4I4{?K6&kvD z^G!G%r)X=1wz-0d_s~3#RmW^yFHXATYD7p`oTW3S$l(F@oO$_TejD>?67<%zd4U;*8XGDfe=|TH5Q%szE zS|jh>7Wci`^gTTU@&}hbpKA^eGFYHq_0@4#eCFip?Yo-Nz2@mUWGBjIS6`$T^lppc zL;vZW5elwjgiyN&YW?=_zR&5tk$N8X#_@7@=fCO77b^u7oM#QvE(`Z-3gHxstKEfW zk0hO3bSNn5j&lQsjXh94AM@$ns+*wqtgxR>C_k@wbGAqH4DVde1LDBEh9TRwc(t1z)K%q; z{w&%$C}nbhSgP&IR6;y-ZfgF(@*K&s^&=@w?7;Ih+Uzn&sv`XNj4Xe0@YZ@K199!# z9K+(bI@?~HpqpluSx3F2P>dG?OuM?@EQ4h>Xj+M8!ijggAu+|1Td zN#Cxe9uLIr_gC+8Jjd@PG_{Hk+_w2lU}{1IHno5Sw4Cy9Y&t@0@=>)usO?|2ZkuZ> zQuhb7w=P3!D7G+Ad#@me%<0q2kh;}#7Vcs{q@21bNT)8RJxFnI=Zlpx#OF?P3SeOU z_Owe&j(I~DWgnj@V*`z^Ev#okQG?w;cZ*#h)o(i~)co7w-F1cqFSD~ioO;6}ui*%S zuU$v6`)q$04d(1{WQ=&Q=?Ld@4o|&IjQCbY8^Q- zM=PqyoMh{iJ(a3B8%Mq>@o#@0r?r*9gjq@x^G$|5CK!%w$mM@*5aZdipS!b3$N<0O zFMQ9wye(K!mGzcf3Cw5~vix=;#uaM;zszy<0NJe#8E> zF{|j(n`W)Qo#!W%Ft$}miI2ecqHho6siB|kL&|Lq+VhHoox9q7^1{aBS++mHLlU_@ z_!&`nTvHGz?QzDvTSTydx#mOENr}J=NSv#0%3jT-ZR+}2|Kc7yDdFhpLYvfY=H6wU z=*e1~1L$cqkU-b=T=QGjD# zMf{qqCi#msNWZ8MNg~<9-!*r^p7&`O4o%;7-z5lZt39lHUvrVJVSt47 zL+{}EP(oR#S>!?lSJn?V%nvH6N0WiIuO`>*v>hy0&wdW%H3JgQ#}g}A6uv3a%DtFA z0k4#%oS0fVCGHCt3P8*#DiRutje}c8-OCZ9{=SrV!rDI2`l;Tt=I{Xwe;@^YB6%Z< z7w?Urj->gowoYF?Q)dJwELQ*i5NB&N#;HF9k!Ag1$@_`Bvr3kB^KN;ABKpdVIp)_N ztBlK!OMy?R!fOquo_dLKl>H;A@jHDUXu^G2X>SA5&k*~rKdgY}EJj^SWDSb36otr3 zA6Dv6GP$3ZQ|6>bqz&=K`+fJv#l9re?bXL6#uaAYOM8~exS7d(zoy9B%#7o~e`H)6 zyOn%(yb;?RDXQF7dtlB&VxD9^GHi&yE>bQ8nZZdv(n@ay^$cOT!}%kdk-(PdH+D18 z{pgyR@UU{f&NGkp^P4|;eC;vP%q0J*SdaMjjGUdk_Pv==GY>(A`~cGJ_j&!0EBkNP z$0oVkV~@YJM)o2l1FbrPVaecGY_gQ7+1~K(X#Aw-t+8}`;tk(WH27_XPW|zePmxvo z^)=VrkES}klGD{~fNRHiAxf!tA*+F@wFx!YL94Sh^+-`3{^>uwmhnHMFj@ zAn+$(T6C=(U+hJWu zWSY#IKV7Q~Mp&SIzb1)rgla^(?$E91i9O%C!F_dp6}q{s>6lBC`fx0}R0d1>GcKmT;`t z2WwMQW22kIeEkELlMmZMGWg@k8pZ`0)E?9i#Ak-EM4P@E_#n1-I99^-P0Hn1h^V64 zPTyf@#fF`~wn#}w=Dy~?izwO?E9sm`6aoMGN7ASiJJp}#vs}2rm_Q`y2nUHv6C>AN zjLnQ9C7#&4CCP2d_Ud<9F$yvHBA_;JWz2!v?H~f#E~b^9AD7z7RxdwVb>u%8E5s4C z160zyb$A9?N9clhRuB(YSa*JGzQHef+xF(XYEmXHftFSm>q=UI592<3yfU#@m*3Or z>M8R=aHfPQHel~@kRdv&zp~?-4ib@EkVZ_y&KO-&sDGt?qq?1vrFhh91it?4dzqqH z{3Jyvwz;$rXV6Gw=Yd7;Ys(4#EF4=up3V9zI6MCqS8WtDaIJ%xD5Q9wwkc1&tG&da z{aB1IZzG9q098^Py>(QA zCY)BhJC+|#f7miT*>Bdsep_j>5K0{CD)Af|erXXWPviy=b+}WX%bdTe^zh7#wc-Dp zunK3c2qHWYv21NH2UeBpgK!_*V}hdDwbT1THz&cm#Tgk@rTp~?#||pPYc9jD#P&{C z(l;(H`v6JV86OvgOKVuTLR>ADz05Gl&j`pEuTGgENz|6ckeHQvL))^q$`JWKOmZ;hVMw^eezV zKMv)_wp)$bd(leeRn`|EA*G_6EloB;ask~PzL8ZR&a5BBZb?ykz&Ve=?7?{#G|6aw z{WcW1!Wp__)+xGR!lf({!oh)|S@Q>GYBHf?>QS>p*FgzQUK2sz4_>ZoGX~wFi*SAe zh|UuIZzD$GI%l&Bf}9$VisD}3dN6xjEmhluJ$}ql{*gWryPnUNzBQW;N-(Ek?~HoTtHV+QW%y z#!R~2nhz~>g=`escY@6S+sq+#F39<&0e)|@5mXze$qHV`6P*nhr;Pzqwt8tXy<}C> z-w2urm)Zg*TMd5%2~wZb7Oakb>46CGVTrINgb9GzbYDMj8!Xe9WsCNSu5o7P^cGMH zH(I{1cFA7uEp~hQ_GxQq*kZ&A{&^cZvl-cCZ9F6SCXyZIzHXr(eMk31!*js}8&Rl7 z9HU;~rI*Egaz!&{$_Dzn2EN#m3=2|;Kc4_tpp4_?bwA6kHB}s}rVVgV?h@{L{J`}v zG0j@uWEwnEJnPe0a~jJ7P`05uOxorpJN1)!(vPkyMKj()+o}CAV3{V=<$xH1%r@eF zlIEgk-u(*j3^s&_H%4(2?sa*6f7XW} zmOrXS%XCTmIaPm$yx7Z2>irTLGZ8`&foCnpn_>&T<5f`IsTj4>2Ofdfem|>QH+4u6 z-M3110Z%P~D06s{l_DJ70*N6|<#IKUo%j5z7p?d0OiT0mQX$iTC^ zSwH@fD2AWLCbd5GaZP0Z0K!| zOYj}6Yaw3Lai_m<<=K?D=cPAL{B)5zCg}2y*bZW8ygyTQY9Lue;Tg4ODaD-R=Ui_( z>M?lY5qEO9BXMiT{GgW$^N$j*80Gr_DphgN8&-b+VY?KO3j2kJ><>xB#F%@f!7>oR1xd-#I@5*VEUy%o03O+Q}td< zwwn`Mj;!Qs*l(vza1}?|H|wO*L88qfY>szZx(M z6Sf$~PngNR8~_s4K#!N%uwDZ?HsU;=6|18&b7FgZ4t?m(AfDP>scc5C=f#=RI(f8G z&v}Sm{J&7)!QwDVHzmzLQtTJIsltPlW!T3HwILU!P|(Tb$9k8aaY5Sn^tO8%T7G~A zox#&&?nc-!f`;%5LYD0oFh%AebNFCYG@nl)4u2>!#3cO6@$ClVr<6^&Gu+3(c*&JO zB}_C=Ox52sYI57Gxyyot(1pgE)+|-i&D2ubZE1?|7Ev%Z+L`$QZ0&t=JL9|V2{wRv z^S8zGsd030d&s$%;GKJIB3eS{`(8oD#@e-Wcm)*mhb=U3j^*M7oqdsId01r$ZpM*d zIRuEG+E&efiYe^{EJq=Q`w=mrK`|g&FE6*c{((22#;$g9_r! zFhI;1=&xnLQXvc^*1lAsez-^?|E`?#^R`SCdMR9ej8ZOLPj0MdvHJ6C!zcK0e~b=> zSi6ffBCG;i2oXN${DDji@V+LO?MmX8PT$dn;>hWb?(X7HwdDW-T>vvGZ+qdv`z&HbZww?EF3K z7XDKO?gbH#(^1(m@owD=H~E?r`&KkL+$Tp{X={91oF9@E%dQ)Pc4pHLF znd^e{#cSI({DnmezY3Pf7lCH)9$!_i9)Vbkf<6C>oRxx?1_c}xB5lE8}!9?`Pkc5j|l^Ovo zzcruQvek9SWXQ8=@eT@VGQ(XiafkI=*ofC<$b~i)h8k&3j%T!2*H|wv>Q5R5=npUF zqYUz~d=y91=)V}TX|M=LZ5sAvgIpK{40OV;=To$!!duGjL6Yuw6i_+*?}=CIe4$ z-#LfJt6oN{-zh(|;*M+jrmB|A{A#wAi>gv2Qd;-*04dK@IdRmMT4yvo;UqY+&5LH22voJ@5Ql z$Eo2BIn@ARvt%txr6A^$QKibAFoWp>h&sG^J)S07z}+dq&i~6!(ueSP5|J`E-9jK;F{jH-68`$x3)hn_3BlgHZac6H zBg%%lI~H^!3YTBrN>H{68kN8opYEPb3QS?G)l%#;=Q30z7PZ@le3we+0jcL%1GEuB zi~7y;8}L{Q6rm=kNdvqZ#nI_Hmd+s%b>_VuwPzfUpq6Z+S|Wk*kSi=8q!Ca?Wg-MKV zuG7}EZBO|*oO!WD#1O}G-D&-Gaj&XI;^*5W9lllr`MSD={P)9~(fH%rSAZV0sW8+H3E( z7f8h2H{4fzQzv^@Crco8c+GUPD;}r%`W(P}iDtA8wW!?0@p^6kYP4)_dIFKz@&7xr zWOkQSgOn$1kroYjnRaQFFi~TX+0OFns;?&W`fqObUt=sV|AEV!<(Q&IM~+SqQ72I@ z&Uae!Pp*r!Qg2shhmhoM*Nt-Lce&~}c{w@9_m6S?bqN}e)jYi8#bvDkYG5(6G>#hxzf%+>K=V$cvbzBuAHe7< z^Jaj8Bz!&0@q6_jJ^wZixvr{Ekm|?Ab_4MoP&1j()`u{tzoi}joMf}D#|-B)IUSFc z5uRMft29W4){leCMcF%+(s8A``=du1h8C?U3>EAhSzJyd^nxxurvFGZ^DerAf`7+J z80~8{BVvD#Mn;n#U2FtkuFY9D4n2utpfio7Z^($B3~cN9P%bVxje5)+9}-RQRFNi^Z(R*q};}ET-+%r&OQxhPHl( z=6NRGeDOL#V-A~^cJ-YEE(NytmRlfhxVxf>g_w%T!q55FftrWJOjDlU`^%Bx#i;6NS?T>0fa-Ni|GMOuy=hOQCsipBC^Dxi${=KEOZ0^qfC9h~v1Fgk&IA~>>%{azCrl;|EgP4d-;KsHe znxVgUK5qO^={*kgn3~_C;eD>*vPyC|DSTKb)}z+!{DQr&;0%N7-cGchO1a2j&Mkkj~+ z&MAhcx3oE|-;C&vaG-6gRHK_e%h=l8NqJPTY72k9!20oi!lhEuf=%P+p?$NJOP33TJ zgrDo;Mr&+pCyZgG@OGN$HeGjcS#@84a^)}4T-TZ6f?HJ|_SQ?y-v0sU`-z8apO;qY zhTKN~=(YFSc_(eIV9!|xC@ZsPd7CaB9W*UyXAwT-O#MwQkD$#fPI}km*)<)87Y;$;WM1Npj2BdTeBe>6`Rd#z9JU0 z?$}^Y2z=Nw1Z@+p_FRf`=>|GZ+rO^Qq_+Zn>gnT3zns#KJlDW-!C6MA6KFAr4pp?P!O*|Jr;?C+k3_J@ zeBVo`crwi|I6IP7yzF2H+8{+t{xgrw_otfb8nD zUX{xpa-4E~3rf9_&+6;kYi8Z=r;*>|@DsTo%~4K44u5=J<~&nvV%!1G-sdOf>ui5B zD}5yRhQ#F7^unc^J|^7|RS+}<4E z-0ydHn+>PV#Y7|qzv%{-4sOZF4r~gl?f+`#30`y7+A$`>Tuc$A;UT87rICVt7=+$G z3O|%x4s5xZE0uX~E-a`4g~7cqoEo1D7Lq}?Ua0WTg+b?h_iaTic3<(MUoxS!HkE&@ zDSqwN?mP2ZxfQTgJ66fVy&fIzslV==%GgUrhZpAmTamgJ&D;A*S^bRmABn|0EtRhL zGXl$UkNY5aY*Ob`!lpi!tK(Luz=aSsVo0Rf6}caa)`z2PNcjeM8cQlNPIVj$5>)~&`sMUxW zTkQWwLg#{NDQcTm_t|ak))^%);RCqEmU6pAJg+|9%Q^+5(!3nC&Vs!uYahraxE z&x)9f+OrzNOop(kC0R$DaL_H(8=Z*^wqApO1X~@eYi#}_VOd+#C9?w8I#+dvJrzpz z7&zbW9@|2j6>gYi_4onLcEwO1^$wu}08*vC}Jf zp_^*K`}M|Pk*zX@k3vD+yNCPB0_|YpmNTk$Q0ei;AhH9)4Qw0%RNFMgKbZfqTUgb* zAr-BdU9|ILpNkEqe!j+7K>|1}zKt#>2CS8!VA1l&w{{W@U7b0CB#jIVlSU9p(ags_v@i2@osJ zJ>-No9y-?Pw+cXq+0qNl@|c2>r=7-h7R*0EdbB{vI7z$=B!#;P5!KD1(75_vc#V$W zxqeRK$`jDOIe{$hby!{P7Wm3rmpMy7qA>n`L25Y3*|)ozHLz^t#=cZgMs z?^rD#Z0p5OTRz8==+FLYC^2uozJ^qSRsa+7xp+6ZR#BjT(+ zdePMFw+0&w0R2{88J`U7v^-apf4d&p(#?8Efu#8G9uk}VOdpf2_>Hjw((>}L3(*#* zxQlnsXCU@j{jE{aC-Iv;G|lthj;p5Ep3HotWviWPjuW)@)uN#o`$=m$81%;1hdOT0 zs>l&skW$PnojA0T}`t4&6_5ln?GnX zTZY6NDT&eC#zpbGnr zA|jHZ;L2a9Rv*Rk%+0QEUi=aQ9mEod)X4Pwo3K~E8oh^RINm!S^`mNMh=f4efpBgj zQz~SW`!{s>7Znz7%w~i2W_5W)4s&PvQ?Sb>N7Pdc-MDV(4FBJ1i_lu2&c$4R>ugEiqoSTOYWR;ol$7tos;gtS>f*#ipF*J- zf(p--1`OJA#Qe-__Fx&ce|_Z`AIq0@HbD%Ky6Jc+_Kzf>dvA`rIR&}}r}Rk2hCS07tnjF4?X>xXCiH|u1|$xqu4st>?QA5!>9liybkXX>?%YRsiK8c%4j zUO-}wB)Vk?L{a$wOtKcCu=i2H7;6BMW0$nBT&u7?pcDRXSqRJGOq4nCznT|UvJxi7 zgTD)$cvxZpN=YjiAz0LQK%Dav*rfVTmw~-RACBReaO_1+ygFdh>=QoU9?tc&(Xk=Z z{QA4X+1_zKD#{E?jnfW}>I?dnk)yj%8uJv|)$pY4a)k9E37T@9d=3JqhtF)=? zbH+(X>k*@>a*(pd%V|6SRr3{D&4huF1b>#Z)!Wm1c-q>y;X9>3bjfm^fEA(f%RVWw zAFCaje<4%tcEvtW_bI&y2V7sQU=?=?7JodL?EeV}u-I(PU-7g>Go=;`Gv!wpJT#IK ztqh>3@tn=1q12hG3U`~HZuT;=Mw%ZR6MwV|c345)%+J+7KO4#fsF36ZL6U>IMd#G@ zFznXl@?Vj%We&AWl-ogs<{e;tMw^(Y_9LHkUIPMwZr}GTnV53YD z%QOCfDmB5FYUGs6(^$IFF8{Q+Z4Nw`m5e$a$P>CL4Dj{>(IIon#h#=k~-KYepn-Y8(I_uQ3T(7v(KVM z1=^-n3!92wgdGNv-7r8x_5qF01JkiJVQTZ_YTI=FLWni(UPS(7B$#AzK9o6D!I*Bm z7%SEn6;3D&!+73tUG;5cay=(W-aa1+Gav0{ovA&qrQ6R`75Z+UDUs?R)qOOaOLHZV za6^w8D&K%(gnAwICcz!ENqG0$z$DIv_|H=XuEv3$ly6D3&3-b_VR#4z{6 z{gUw8#_ccqb@dn=JuW?$pt^p zazd--^jlHp-s>j%=PWJ3Lc;k_%wv|?Sb{3(9kv$t0t8$D%YbaqS_^HP#&n3BMBHe+ z_{pj$Ukc+x`S8fu)G|S-rJl0u&8<2g486Dr=(iQgn*4wvFqXb(izMVa@ z0etuBO14ifjqZ5^Y{KqbBCc1@8ze<1b(S$jMLBSJV|!9J}Dwj14E>+PzZU;fSd+8Oadv3{AIgY72nCZxUQkk;c)y1XCbfl zlPFt@x2F17i$|50H#&o?lHB~8&&@i^6*m?Z(sxt7`7obd)Du0dy^fvEI75&Uy0)M8 zcgL1#^IA+Z${aZs?DhPWbl7-^q)?jhmBq1hm1D^*i-iEHA)q%ZI5N7XjCby3!%_WbTSnCi!t9VahUTY+k zW%BoDIHbzlKN0ccHG>VAvxr(KusLoXS}Um!oER|#*7 zJeI=b{sP_G;?$fxG)8L{5L-6wA2pp`9JuqO^?4O>flz$Hkxa-d#_PW9z;x%W#KU_p z6q*N*vK~~8W;lHw6!+pgGZzu{9ww=g$rCH2seLt^WvXEC<$UTxAdF2o)?vCvFYT`N zPnfuW+?Sgfo%>6p8Zs$YH959a{)}B4F^_L)v^y(-(E6|U_=R~2_#+yF_}T!m*`L`A zH)g!n)Z-Zid}OjH*{OOtu`CYKe*vs2DWq5e3FkUaoD36-`74FV^Mh+{S5Omxrc(Wx;epQP1xTPvi(Ip{QVy0 zJYLE0!z5*3jbV5IP9E!rKr%|k} zCR7?6KJ-_?HK4-ndI}-{wSCvipEp~~(AkCDU9Q@O2D^NIE zJv-%ViFL0+f?)BoSICSAhw}d@I`2TJ|38i^N+l%OGdnY6k4rWo${rUo&&WQUyOKRa zD8*Iwmc2J;D|>Ty_PjF>$M^U7{qGNdyzldVy`Qh=^YLW)$Rx_b)HlB-Eo&s?)E!jh z3ciQMUAIYEXtL#Y2gM)nq-q(@X}??WNlr?Z?G5-r^^=g_iHsuG!L!#CS`GUC?&?ZU zE_u-Vs5$u4?bYj}AnWb{22ts!D-R)4%|7UeX_ydoq>Y;N4Z9FMTtdXGbZYczVP|tV zM*#5#YAlL#h+Jx7cTfVrb?GIOb`lUUlmW@w~51=tlH zx-JYHO{v__X=oQYf0;N~o#=J-1xP&;gppk=qjSNhCUup#^j>#~8$eMYRjgN~Sl!^K zC^3@D`3f~tSGmo_cEZMK=gLONYUy{Q=NujYXiNOu$-5rO#-6vpvDia%Dhwc(+Q%tsjCtBeqf7Ri^5#D5tiD@}C)ySpP=X_6q_`~Zx!YGFN&f?OnmGfL~SZ(^LQMFN* zq61H;F^|Mk#n3w)blWc;6za_XmMFnWqG9`4wqgEXtce-h$Q0%1tDnm3gBWW*J?I?Q zHvQK`qZpblR)=?BW7|HdLsZ3{r@R2{f&CprO=WP+?6p^?!?stJ3`%C$bYEGv=b_KvjMnj5V6nxBcZ$gD?Kd_ z`#v_`IYoacCnvmJrp@1QUQE8S9PLRI!bU5~@$`rsOoUR{Z&)Rnfml^{5VYm|PW|+F z5`(SixB`?#G;Afl12B@S&U_f?CCun+8?K=^0qA-ceGHIj|AiBvezM&v@EbEgc|J` zi8ZROZD@8+GoY1y<6ipIc;p7i&x;uE5Q`e?eBGkqi+(TV^?L1NpSIuo4B@hlR9NbkOeTwY-|{%aUr_x+sV1cM z!00Dd8*p3W)iZG^x{nh$e`38r18L+enrsZRZjo^vCLMYjA^P^GnRr&Gc4m)ARtHhB zvQP4LOPs75=ce{J=~>}t3TkilCvHq%&h`X4?U8h1F}dksT2#;azF5g_NQn1u%(bMT zVdCanuOvn97}h1gkrvzQu@h@+5TB`L@c>~-)I-r3-2D%Jo~Mw%?otZT!Z*TC-`z;q zAd*Y1X9$hNvxeUZl;^L@^*6CI-@UK<_?0PHxf@V#>=<;`fr!f2syEKCyQ3tbjp8T` zChuDGXVb^Nnw%+S0{eSyf-KHGJB=vRETM;Vi1=v5vvM1PC03@^^G}a}+4EbK@Dr$9 z)@@OVLb_rlVlj&pufBnrUn@`ZwuN&S4(3EZ`J1)yg%DQ+nnZnKmY! zTWHne*(iGNwqlliKv}v$bBf6XUu(Kc1nnVedolV-4>J6Sc_VB%wYgKHrTq}Vo&196UU_zy&fR_kNUmF3y*hU4@rcVQ|8^IPi@UX65~ z)h|H;h6YvB>)_5(Iz%Y7kbLC3d*t7Wa&*WIJQsx_8mM@`{P>w{Y!jn;YuI^x4ov;e{V zlH2)WZLe%twdc$S65wV^*1IwIfg{JT5YV+Uu!Dud`nDcPS5(BY;;y&8OPc?f-=_?k ztwr&CpiaHZiLD>yzcAjc`b=&SPJ@UF=)1UBFX`NTUx}X&O7Pm&^f|tQ>?}p1c)iX3 zRW)(wKiR%76soK;<5RV@t<>b7A2ommJ};V+>5zo8e&zq-eYDA}P?)*=)TrO-sbRKQU^$z2?6d5LSj$Kf@@G= z%p6~uHV@DQDlyW%LZXliEuYNP?W$e=qe-OgdO^^t6t<|Ia~yv4YprbK>S}frCK-rO z2kQ{e`11kVS)O2C(cLzaQ;;{t^=p|3R*=b$ztlBG-Zv(wO)UwRzc-9G@&qE7e(qL% ziiHP^7M(?Owsp@RGNzh_zlk?~kwC&o7khadCW^#xpcD`f^ltBfD0@8}>|`Z5(&+vp zX^r+I+zM>#0Y7YQ!RW@O@cBI6z?T=d*$yj%!#F5P{RWG9EJq(Sxdv2PiS>Kh)hF=7 zynT|5HO%9Re!g1`{K}|1>!TZ}aJAvd>gX%}ZBbp5;5!zF=%RBt=Xkz7$60%8AN?f< zO1Vn%&f6zyT+!2w)#(GNI9d;iLVb@nHNY+X3igj?t$gvQ=Z-C_VS#%RU*Mevr9ej~ z|3L-jQw|ECy!5oGK&od*k2$%Mah>z)L{dMBCEbN`V%pLFA|opS5r(S-=6rfOb3x1Iin zRh?@_Ve>m%Owj?cC*a779L%~N7gjp`EvzoBOh#S)A~LSnYawZ_O%o=5sQ?qiedK@s zk268rOq4rOcnC^DBB4D(!kPk>hA$!RcpO875VSqc$@$?P_G2fy^`Z~m%&a{iwvUb8 z{~h89kAQ>4=_*u67uqLIt21TBJyo$)R+8DqCYDMZTi2QcK_XjCl?fWKevW-U{t4=& zHahI}O_vCBHz&!?9t$~{n+m}bG@TbFb*Gwd>HQB`H{w^;SdOrGDaYLi#8)pabZZUT zzA%{8AO)n+=QS!m@G#}<=ic?ps}F#tU<9+Nzsd%#lSBq6b!l<`b-=TLKxdc}ZY2k@I692+ofXFX}CX-ZyxJ?ZOy z`|lQh=;!0ay|b$IRW$r%0AzrqJ|L2%*@M%aws#tAUm;Kfgnge_q5f zw!g8C?1AY}Smmlus+CXsKMqn`4va-#-B>p=mTg(uf!np>21vXa4efH>H*W1jlLKqtF#bAF1XSr;0(N+KXielI&$36CAGdR z2dCJa4NM`g8k2C5ono}*A6mJ$wLu3zB8ZeBD;G6I-IXGpBz@9r z^>PQJHbN`N7@LQHD+=?iR7yxwv!>p8J$jnSCXN~nR=pktJ%UkSmq}F6Z7kcRx69G1 zT8dcFy@?fr>@?U(5`Gw{MioUsb|1uYUdN zurHXcmK^yObz_?2y76RfN)c4aCo$8skB+r| zoHUx`VBe}?pzZmOC3k9%;!&}eYP@AkyKEp>xXTRW;dztP#4%}-hS^*_kEpv zvjG$i9o;>1u(!v0KAfHJ`z!wxRmVHiU0Q)*9~5Son2K`uZD^v`DuZ zKxco;737A}tWzgST6s#E=l{X^r=f^0V_9T0t^qOorCer?<}42&K73nU#upoaOO3|no7@t!FD>D_HUmBUK91;~M_|!N z9lcQc4Ewgqwvl=CEWUqGaN|zRaR8An@iY`Sx{JpJKL>vI9>hB>hwj3{Z|m{RxX$zhllhSo7_wl<>=fIn4N;`8AH&=2}`ZcfG3W?f7Y(6XKMHzfYnUKWb&(i z22OywJh6^Jmk0#~+GDTDG;>4FFK@&9Z5{*vS2Fx>Kx06{2}?Xb8vJRmt-6&DnmBw& zj8%T=@71tkAV-F%_&8q~akxwd69O`G)XY%LQ~9eOiZZA1nud+BFULw=y(O0$9MDuZ zUKCE85n`V_J|ogu0%L27cGnN-{kIC9nv zods_=d^7M^CdaSQc17i0E_BNmitXsKs-z`I-Opbc$Zv&?5@gV* zp5?GCCc-6-Y5@q^iT!lVhzxTZ4-5#Ul=q=4YRWQ?ulpRpZUD9b(vq4T%N+3WWm;h( z1={ST$!9_7?82A%{nc?<)`4i1FLt} zx)L@M6^f%Saisr`dE4BDl}i>G-TMn z4F`WS=D&OS#BZATAIZ=uOg&tRwd)af|VG~4$6_6yS}IB*M-`~F7~kGO%sQ+;>knP}$aTJHXbN_NYCRcDCH z4)+vXz44h2Og2d=hTR(tZxtsh0*krWsbB;Xj0_jP5y_YQQaGU2Ut+HR0XK4q!k=;f zAGX*O$y}BFtv6*hZ?v#H75#@*;E36C`Sq*hW7D=_P)F9D6P8J&OvLX==8E%Ql(7Ey zu$bMZ=Q~XYun!MNpRnBuatcqw_N3J{lF781o<>IO|Em7zpThb#C!j)X=r)UAb;()7Ii^L|BValP)!66LeiH7>dXuHM zcGK0aPX+Q`^?2Wyv$G=^dCHos3D$i0qoBzHmPJ>9;fAjfGPVt9Ev=>2XI3W|-i1Dh zWzdMUb=EG|qk5_9%Fc=l=xKXIRKXh+IcHItpM<MzU#3 z6p*yp*?Lq_75TF9(AUMbGHri+FQ+m>tF*(J^DWidj3iHw&mmT}9Xr(KxE$)ge7lv| z8BBQ`_F~H4E2o@Gz@^Nr!sU_7l1b_epr*cD!6xP(Q-@v1bhm^w>lPTuyIfePI=Mg| z?b5H`p-8TjmW}(cT~go2LpxRf2OrP+OhDb7metw~#bL@|xTIIR{5=2>wH$$@YJP%- zD4F&IP3D+1`es;l8Gc;8X-3l_{_yzkAiqvdyUjO_&j)F?nI8gLn&$A8 zzOk3!pz3&<;IjhhrCMd^RZ$INvkF$h+S(yTg3~OwuC`t?UTbERe!GhrDITG9Za}xD z%-N8ooi>RfL%DE!%ZkN+N_gSBlCo6Rg<;dR`di(UscV&S2z?y7yeFZ?afaX%Uj{u{ zIjVEv&o#kQR+~(XSvR-&(it_u-`qD~X?R=_bYZ$VStu9?d)veV_qkUFoi%6zCf9cy z^OhLuT>w2N7Hz|rW`5j%io(P{{t?z%+s~7fz+%qIEqxr0r!$BESWcRU}qdv3k4kuFA8cufDZ#oYX_ zg+rNv0+OBN5JW0G2hqX)9|;6>_qrF%>{|}(w!0zWlht|wU1L^+vEaNT_v%t3?}oUI z@Th2d{!wqrz+)d~Gx_RGy&Z-5fkklI;AHmJAu*fj`wE_}Ft=ZuZ{EMjQw!Ccp*LUY zw5k~`Qe!|0%|Kzq!g<9PXGSWs%Qe^|XA&qw?ow>x1?|)F7XOiqR%5T+ z{~UL$g{YjC+W^z z7gyh50fA@(25XpDYlA>~%H88U`;Tm6-XzBh68Sqexz0YpeU}Dzq2*T=7_r^mmu<6n z>Dbo(7TWV&AOpxAfamC%Ze;&+y7SJt%-wO6l#FJsfttp39KxJ_I+0B&tW!qrNOv5t zCyBPSEG|&A&9ij-^g1^9Cx^F67wM)CSPEJ>a-@|yCL0|+4^p+N4EPl3Q`cR_6v!7W z{E|L;2Y|i4N#2{5E1fxU`BnRYitaI~Y(K|!^ECghtqkLMEH__`lr~R-Lv#+~{9#en z(n+S&?(Dg;a$~oOd7Apc9DirSoW6mQQp=A1*rSH%W^{wf);wLf!vm8+)>XV^?fboO z6KP)U^BJnv$!e#C!wLOqG%_4fGY0uO{p8*|GS=EVqbs*U(pp(2_L{{U?nJ+`EYM~p z(aGj2=XkmLS$-o1M?EXqb(+!I=8`}1^8Lbog5GT3E&mjhR}-h{EVJn+zNuE$Se9sU zMSp5f*|&Ee7BkKyE8TknIxy|@(g)3A9#iaHAOpG>$&JGD-Txy|?E=b1H!nOpC{6oC z(WOI%2_NNekx(^U&Tb6{ZtP~}TUer$bNQCVbjDU2zf_D41wB*>50cqa`)dUwWhfU! z)vG^@G_XGUw{=iQ17&$mv??L0G54tv$Y6U_feFn+VddSA)A=-ne+bOl1=yTePq4!UlWt=vLX?#i@1%L{pu!12^|Wq zG|{KGLjbT8enB?lMK}59RSp#+Yp^1H*|_qA@laL{wZ%yFqijbPjqI>-%>w5(h8hum zwTi#jBjc`fLqoNAK$$`4yV_ytbTcH&peE$oik{tFB5*XnN-%!3Vkc)q$P2g$1PRqvcY4>i+Gw`N}Q8;+&3c z`TGbF?#h}8hEEx7o`pp}{Cm7j(%;3so60QhMaNw~JCDqs*>q3B9hRectmcPrlR)4JLF?@`qi)5S9mo%|!I`>L?35(7U^9x^{)NLv$>>%nr zU4Z4#0xCbFu-C_aI*~_7xHcl)8HRPIm;gqvdVciGGbk8P>^jR!AFu%}hPTO|e>!yu zGhc#!>ZKLnnl^Y)2-?dWzTn@n{*Q$CXrt$dkbaswUA@Jovw3=IVRvU5!OQ~(GZ6(C!b~+!uP}{ckn4$~@#Ikc? z@ChcKC$*o8(VeKPsx`lvR{yQ@XTL1z`gV}t9=IAreo*SJNSZ@XX?|P;h3iqjtR2tj zGWqz3_7Q~LHci?&-{{R}rYzARc*W|3?yVxvbyXTlJ>TG%zk)(V>20ocwc06!~1_cXB6u0LPW9aO16ciww?4 ztAvO`*C`ISsHk@|I#io$PwIsd;!FuGclIR>5?|XjIT`_J$U&9CYi>fD>VD80!qTta zdvz~bsLzjgv~$k*?Xwv6Y%!K1I?js7T7hxT6)~jXdkagSABQZyF)WP($VE=y?SWvR zcKz8MzhP-h6DkVzKXGd0LYZAIyW8#Z>?2A{mCN^_;Wdk_dS1eg`*Th;6Jf3|awnii zB;=p(2<}`D#hQ!xn@F2{@rdtn*fUntM9)(*5qw_Z;KkLJu2Zz;3-p^0-v}6>n?T_L zjpP}({*Fk-;WKK#WINI{1}JL2oPwERI6lrXL=gY)7Y-}#WPda%^?Z!AWqOv|@(m2% zsGg+|1&-U7+gzFc7hhnp&4CyH^Y(4Mp&}VOvkc4MYr*#EPg{R%Ixb(@^mux*rp=M1 zGkDLR7nO%Nl=1j1SbCGNI96w<@q8W?c>QrW$g`uxWcoG1@TXGgO1-55_3rw2G6sko z``=`0K_7C#z}KGxnaW-&jk^F}5_w1|EqL-o{*O2-sTK8}tu22P!qJn7pt1O46vHOZ zc5l}H#n1sF(A_DHN^4$$HsM8tBBsePg>@t5C^1o)yPXPVx8UD* zpnd{rr3EU;Ysu?o3!ciXkKj^j-#445AyWb1%e(k&OiF zPuVH&W|kh8<{^Ewnt0PyaN3C`6Kcg@(pHp3 zY?T^5dvag?kqWLO(jlBZ$}v!v;+pmoC4NFU*#vk6a zBVD6<&OF`IKmd=(#^Bm_gUKujuJ!rYs^LZsrx!<6`EG77ZoXrArm<5)DpUOvG~<2y zIj_E{fd-pDyCdgH|DiW`|LHsjWnPMF?H|51bdaAC$=SyFl<(G|GtAvhvkoZH$0^_PzO}1qg3%p)$vRH@02J4=`x}*Kc@Q{Fq;@N4 zE=ba9sc`i4wOpKfuS$c10w5xn2}OSm!QOcsXR+88JEB2r?>6aStL8;p`_Sg@`OA;-K3R%X=W>TH!PUR zYE7#oaqb~nd6;gMgc4Y9D@ybE;=R6a`eJa;AP(cXbdAeH1fX3(xiHUKHwR+)^+3ci zdE^MxrTEeml;Z5{3#e12 zmHO^2$3w4^yw=r)-(9Wnf)QxXt1s7n+m6ScRDOTYuW5T58K*TY0BL<{xk$#B(kMg} zBce0emo{a~MRP)TF?=br%>V}C=(G`IY!a9!FkRgDSJup4&roM`B1bj785`?HYBEUY z+ROGE?_;$3xDN$8Jw-$Ev%SC`hz=%%3!4x+0M&uZMg@IL>}&=7N$JeuqeA$now?m= z={P?02s3i3SOm*yRCQnk&ra(6=e*Hr>R)fqSErMS_fkld-RSoOe@8KoCIGKh zgEtp4r5|=Y#dsq@(tFrV|$fpZ{9FY zps| z?*e_wa0+*+f0h3pskolCzA9_Op*EQG9l+$@RB0*r$tw>L=?3-3NP>WA$0#+?m*Dpk z4y>H+RYNiVU;%Dp+qM41hg(67ww`YDm$~oGrxm{>QNM>^IH+tu;eG^Bk1iV5mjT*K zx{iw1f^gg8^4kAM?8@g*==@KuT)@iFkg)vNGaLY$JlbY}-1WyT6%?7US@!|q-MuYtGg z9M`}nPi1SIZW%tjYmci^`+1v612Xx`MCxr$;(E!rQ1=>i%XT|2gP2&tjd$uCrJJoq z+S;W_Jn3^}@j8FQoY)o1!RWHSY%tAr|55m7Jpf|8eOAu)LElMy9)~I@b-$-OZ<)$< zsxAm+iTBf70@Bqh(Cd8M4u+w#Jg)A7KT^bx?Ul^{Q$nWm9@6lK-^~`8(=0p-QH;Qr zO%$uka%h=&1$G@2zp29WBg}T*b&qi`=A@j2kZ<0CS8t7XckvkSa679q@Ev-fPCv!@ z@vQDG=jz)EC81R?P~WLhh$qEZUuPFuGnqTS9c@xr21z`HuvS8bL!)f`E`u$ADWbTrM@K z{*R;`&c6v1TGOIh1qk`r7E7QBQc7FQ&)V}<+Tr!~>lB_!aYxY0EOOhAU~7197HJiM z4d=gsS&k~5lq!GFt=#pf@JOUi*=*ydBg<%o#rgQD2?4~=YY^*i!B-G}mGX{qy#iZJ zb7-nu^1dw|9)I13Byk71FVE9-&4R#&jI}vm^`Fc z9+9V_1-#@kXZcRAaL?n-5MeI(H@_2C8y8#z_69H0z0B+idZ-9491cJr6rOoo$vHaO zng2i<`^ipNooH2?rR?i?i1EA6K~pE8D5QN0UAg9$yz8=(TDu0 zR~6@MtyUMt6jux;S6>mH0Q&B_V$5QGuyizcQ7!1fzS_H!O*ECJ{Tn_>&AWdpeV7jC zg#01}MJ7$x6sg4HE}2gd1R=*XMIUr|I7eM%_+M&*89PN~%VZW0Dy4K5Sq0XBGI}cC zoZ%)MEj0Q^RO3pQL+;9fZ1zk;d4aR<4g=XuejZvawN(W(h1v-*U+ovhQMjdN? z)3$dGW3Ui+(on|RuQ#>##rNMNJ~KeMXpa?^tNOGz_S6iISwQ4{6Ulg|-&8edywO?+ zl;}ox@B{2n?}7)@eako#v9N1S0t5~E09VEhul}(nc($KeSho<>A}MTvTU8;j@;S&a z8>kMRp5=Jt=XrktIs#&wc>;i5={ty zakxn@I*Df88o_-*;Kjrb?X-z8(mQ7Yk+wdWf%y=WeiPLzX;k>KT{W_AR+gAd>+G;~ zYC#oLZ?=D@3deK<0;g$?9#_^LI;WIaObFJWFWwcP~YZq+B3!prQ6;Ux_T zdU#b!!d*-WifwiMOg|JIQxZ^7Hv5}9i~Vu3!q=9aUBta5Ywf~kr&?!8SHES~4W1Sy zeWP;-cs};7Sb?6=d6IiE^QS4Ch339KvlQ2vCTjiMkzZh_$W};5=b;Pn+cAF+WKqF{ zP@W4#nj?2FJj&5cVvk(U+;$be-YOb|_C#6HKBJ=Mr%ZGu9uPD!AqJ<5S1rx9K#R%G z@PEgUDeK!$NN9Sy8TTe`YLIzRc2k9a>PJ(HD!9J~V6?B#9KP zKdjJ)gS%n1RA2CB({k<m6QbS9=T5Jr+}LhN6i5>QuquJ zS$xy=pyXKzP#v=8Po+~KkjuqNN9vQ@F2EVyhZ?piUQyD)YX70nfESAtJrlkE_aS!z z=e<#`4U(q`^fwZ3t;@cWv=K)yI_{|abNpBx&EkVPjl%fzy-%vnlX7p0>XVfdii)vo zI-OYiOT6nEI@!EuA~5D+%OPkfbQI^onC95`I<9QxPPr;Wq@Qask|C_S=-D$RPH2X^ zXXjjM@3&`sm`PFYajv*9nh~`DIm&kNpL6=!r2L+Y=jo??I7kQD5ucS^hR9L9|4J3m z`YNKk|NKmT+7W$ts#x;D0d6ii7HnepOl0MVCz90SR>0;X-IzV-={#P$0a}= zh^Z+WHIlcCVqYF96e~$7v)DkMcCn^yIal87!M!sItNnYsx0i%H>xT(LB2gWpF!EPt zn|JUA=Lp5y%MB&@mABJAKDebLHG(R3)=y~mVVBDITZo*8{yMFG)Iivib8~x*>r)lZ zcdUsw@nQ+j7WMh)6AoB~E{9iE(Hf7O%CyPZ66v<5%9*QwFw6q&hkXg`Z*s|r+dBt; zmf(Yp^wDSp4dK)24?H|W3|QJl*1iZ4?XVa1^!wJIFtBJ^T=#YU11nBQdFmhh0VLxy z;d?ntBI6FjU@_5n0#i>mH&VK8x%s}2ibC_Txre^jx}XMV@?kI{nmO}qcN~Z6SiW^^ zJ^|f7T_8lPKfQ6?U;j-SAS?|~6RRU6MD~o^*2*)LmCbfKn}K=-V?};1-qJ>0PbUw) ztT}u|Pd~qKP~YBJ!$up=bf-pfw_U!CrFJd{EVmDP4$N_9^bfd=Q z=jXh2CHBte!Hc8Q2I1EN|3E7>VBAYKOEi6hA04X4Gs5etSgql+9po2t%A-$;Ny2Y? zm-hsedf;qCUtC$u3W83vw98YZbT52~Ps6(WQNhBetT39Gi>m9pNtgBz&>#Li@s)!p z6N{~^F@If8I?K+>q&?pEj8A*vuT+>&i{-!y=+g&~-5xm*EE96aL)z&Lf!#F+9-<>Z zl_J%6y(NmfznSB8tC8=?K7-L9UYhHA5QQe z+*x6--?H%&Ow1S}%EVNfp%H<4<{s*TxGp?NJ1a;2)i}S)jCu+_FV_Be*M7%C(6z;!{yvZqIFLhx^WhrOztxb z`;X*O7;4njVZ-uQ5yslf*=8o?m_Q4#0m6i5dZimwmw{XwAu)U2MOgy3RN?j|q-^O( z*Qw){`QMj6R#w*enf6k^33z2eQcpyRviMbn35Z~P=+Y?M zJ?8>{`gQOq^qt9qrc%4G+*Vd%*AVq znz*iK4&Ehk(g_QuU#|yj*lPY>QviOn32_-UIU7ykoRsmUmWUAH^C}@$xm^QBqR_@4 z#yVk0I&yXNR~LHXy{j_#+u;R4dBd=2qKwOkvU!L`{J^|+tpBbvGLk$w*t7!bsgWQ? zw<8~TAc{@e0XTCpSq$I1f<7&&&_DJc*$pWF_mnBl$#izG$OI&ha@c>AsdXImjl;vP zS0%ZNgal-SU5|B2|(?kw4WC!b@6zGdUpqO z$J|WgT&r~Q`KXQjbmtQDKfZqtDViukc||ECgHFne;6P^eRSRydrT*21Gu7%UX%8#{ z5%#6wUE&|~f}Pdhq?w)C)3hA@e;#faDej+AHdqsgSuggm2rWJ{AwM0po6Yq^|18>@ z@yF_=iRd3#-EG;)Q?yLwdb8|b5BaPsot^Kh!|o*=++5{d?}{Vn$X?zUNG!FCc%6ho zga0k$AGtVAh^bi64}TyJ8o8|+8YOA!E>pqMh>5464|w)7#ktGdwf#rIi0ca(8p*Emd3zrrwAd+FH> zC+Kxdl(hzJTEU*Dowddy@^hWII0^Q{O42#0(c)kXhzr=bf@u+*uP;>y^VW`|bBg8# zm7fh38K`2XufA}kx|`35q=&-ze}!FcJNca`n2&C&2j<70&`xt{-yd+!6u=>e+d$=A12zR}gr9^dsv>2-B`*kS&4G?o2iStg{mj%to`vrp>XU<2sf-N3yZ6Ce24wb)ngn`RnKYg5C3nT zrUbe5vXbVu_yTAL;Hxn9A=_P*Uwe03!^;F(l9d*(Gy3L}Q62 zy>Xm{Yl~$6U-7d(CBq3siPVp`6LL*5XA)})liDY`2VflP_s-l@I(qowS$ELhg~g1^ zY4W1YqV^c0{fqsL>3h^{1}ZqI-PooM_BE2U z&?O+FnigvVoS$24S2f3o89NFCa;T3*T`OVG^Zr=3eX4^p1*9ND&ME1mpr2`shT1)? zYHdfi>g3QY<$&-11`Cxd5%;#2&jT-z)}75_aie(lg9d#WAHa9_s15-i*xxg^&hY`` z%sJ*Y^$C&y0R-rgajYY26`VfEo=_IDo>{p2a7ydw)S8Cpb)=<(+klGT^h3Q+AJi~l zUC>3&;2=Qf=>J_kv2f;w)~Ic5>Mq26O_F4+<%BL>0-D>inXZGzX-%}0`$3XJJ;%)a z=^H%9UNCkLneZP8+eTAjdxrJdh1(cUyl4~Da_!HD8;vjj+!%03ScyGq8$8b6tGWy@ zgAZgl{=&7PMHWjCkIJj3#|{pj^&9>q_~lBtg^2#cDp2JMzZDtk^PlIxPy|x#qrGU` z6UM=(J(rV33ca9mg8g_C=uNMF1Qea-aF&~nHqMo4{yqtC*pEW!&h3(${s0QvE%mFq zJw=XO*Z)W=r@IVjEtYrEs|pF37;9rwC@ z&uHZbPze2$&b4l1itSP*^9&#zP;`S@bYTeW4b7<-br+3`7U$ljUb}d2j>i?I%d74>uucb${Dfdv z1d}K7{v}fWc421-YdGAmju+*d=$o%dpU5+9To_RHPYwNQBFl#1|)*38wBCG0M47 zpjpi?JZ(zhdy<#1zYmhjA@Bv~=TJMljz_Ey=`=~#(yN*In%(wg&B}DdK}W-_MhFrW zq7YyTB8P@32I2<0;WYIu$=6fsORT5D`7T5j7a*TI%B(3oW@$4N{;r{V_NkIu>|q_| zPWdmRixKMAE0Fw;LtlO^VdSeH60!G7BiJKqn^`c0iei{z>o-~$#qf07)xs6*f*<>e z32WW$ecndWD_0?8A!)!)M#Q@6A2asU!_+5FmL491tUK1}o|Z9Yh#3#^z{{?uIjW5} zddg>GJ2$klZ(+kNy{B+@f^v%m=XKiQ23zt%c%M0Y0jHJ6Gtc& zP}c&u_7)_wU>h z1~N-*nm)aSPLC1_vXvZaWoT|p)JFxG4ucsLd3{zAnQdHBdSCGDwn<>$pAgl9C}_Ym zAHs6^7L=x%q^8$15R!XUWlVi(R#o?J@wC*n@HgoMKtjG)ysunNyE1r-19uthaZqk& z@zy(O^ZAJ6YB0Pf5%ZMOR8p5*lfZEB)i?;GTa`!3wTcM~2% zpt#h(9$&7Qkfgq4gTi={EcQ1U<7(R+JxW+<`_o8N!Y{6`ALch;W6p*pEw94bR(>(V zz_`*AA?k=F>H0)UG?I2XvZC?J3BAnEu(!dQPfhklB+YD#1&r6=t4&JC?47Ob6OdcE zLAdP3&D@yy#kN=jOyU(R-x0e$_Cvwmp0ZKF5{f=Ef1fD$6z zAq-HEE&=Hh>74X{!4RZNT98n>N9X7g5s(}`8tIK3u|4nJpY{)YcVG8?opV0NLro{n zkn5dmX1+%&&#T1354fHFB+XCGS5STwqTh-}5A`AgQUMCE`0FVM1l%M>{m4nsq5e>B zS_^1Tf8ec=fnN6=3U0bd4=k+?HOmL-R8EQ(e>Ok7+vzd3F`*{*-)dH&LRB&^j^&^I z!eT(*ID^^Mhyf#C&?R~1iQqg&pt-J6Hcr3X0+S%_dhF&E)8OYn#yLn-39Fv0*%=ON zH{6I)8f^bRd_ark1byE;9Srf=gd{+h_Ke_{8mFgw-Wo0r-pA+%pNKy^49U3jMTaXc zrd>Tn2i$Qx*VY}Z34NA4rGGRrPe0X&TTmn^TQb=c+^jdF;Qf^NR`>?2Jl!k2N z8CNmcal+G1_QDA3Ov|ptO&&P#ZK&5K+jHB!$X_oZW8caYWt-^`*atZ_ffuJoV;kz- zB-lx5HozPw)j{aX4|Z!JQ_BfQY(;?9>F%9I6wZFxC*6aK`QNK|#F&G1FvTCG{oOc@ z+v<@`0>+DhOnObf#znDb85eY0h(?B^W#FAFb_q*>$@l=|?>EkhmyY9Bdg zG<0xkkUcjdt@ojfQh?8X|?_XYi z+6EMDfk0~EVqOqp?yO@I1o^#tKF3r*ZpZ#@f`#K_ymgZGk7|xtYcPv-;P7hjdQ`no zN#W8Gu2-+#)g7j>v1%?AOzt@8500IE;$7^SWHgu}Lyq+IwW;j%AF)PBF{wz)@9;y zs_td;x4XED?j>&W1MWz`N;3+)p+iXL0P&dnH^|LR3k?RBRiBcZQI2i=Oc6k}`mYDP zPcN+HDGhTFX2=z#wVRKi;zxxV49^;(Qsj=Gk@tRB2bZNj1W(@a9kOv_GJD+EnQ`Hu z7QJRO8`y6DKX$(Dx5u=|U&KVOI8vrY{CG-2w6+Q;_RU#We9#_w_i~j>+}LP80neik z{(Sj9!bHyYxQ;eR=+leg5KC?dFzQQZ(UwdaZ$-Kj9dc$ZH`nGL*7Euzsf^% z!tCKlq@lKppDLUO@pU;wWDzi*rzNgwPJd zJH%Ue^TVS%s@>PSYkq>GJiFQy57M80glTO+V(!iEo?*v&sK9{%5Xr8+m`hb8BBJJ+ zZjqB54p%QmwTLqlu`*Tlf?^%StG-xt;j%_R-y6kVOlGZ4#8!ul!m}!VRp}(bOWg!R z@5?Gu3)pJXmPHE;1M68YaWbB&&N=U6C!g~yemj{yFZH%VN#xP0_)oUOuAVROH3XA^ z6{R`MV!2_z%u0`7}T)15#CcTTc52?=y~6z*)F?>W3T}iNrEZZjv<3W}XkT zJ#R>Rm%3wu1r)X=(HXE1lf7vB@H@EeS(4j6aEWwtE;&X)5?vZ1u_8EMuxWvQ-t;X) zOoB$jIqo-YgJ*!F;hKKLS=`0hz3?2LQri4fXK0Y+Jv`P2att#9nTt9q7&Lu^ z715?%Fd>&!6ae!8o()pobmel31BTWtRgMCurX&|zu?L^%aFmtpD{`FK-K!LAkKQU8 zr>NQ_SJ?BY?AtLluYARim!$WccszPFVM~TQ)zp_+fgdh08IE`~9Q)xtD0z74VP<|B zSK@bJ%0c4nmq1wQ)&BM)#QDIk%!J!6g05!dYG6SpyH3dQyp-|1+8ZiW-p@^SXIc>x zyB~fyLMe9QYGivHBZQmHdjXxHENua>l2jJB?wlE`-U@p7oriUGV^&~tyl{khA2TPGG3Dz!6G;3cY(Qi zeRv~EHube~TN%~NL|q$t3m+$pfcK|Hd=ctDyjTFgLow^)5iRi*Ci7tn$&qp2 zfFrAw`bQ!@3%Qq2ZIoYRcl$<{?k++#Da1l0uQb+<|1Oq@UPgbI#OjCF=Wu!ck#5dI zsUWN2>_RkHO`$Wu{mj}%DM0XBfS^R!UgnBaxME~5d_oo4T+mT-3+YvDp4~Gr;^A+X zYn^NDyma629XHfPdRBv3N;YxEd&kz$2?~NoSYcNTBW~Zw2sZoMVO=eXU=8NL*)G-A8 zu#v^tq3xN_Be+C}F|Lxk;MdvvScQeZ>IxQL_|aFj$_5Q*dmu)tQS&3enBvy7Bxa^Z z_f<55nU$Uj(-E-@pKjsN<`j8ad9XJTNt~oF6$)^hlW-qn{R#NNPiYO9fGb1kBj`sY zeSS_sOjAZ2cOthJ3vtXEpR`aCUPG;rT$#7JS*3>+ z0X=sLSSGTUByutjF)_Dkkl#?i(&}2t<|%H;r-!m`b!IR^VphZtzA{W^dAU4~+ol#>{sXvj z9Yyn23*<=9Uq3YF?f)(^=<%Wa)vuEPr!v=RX-cPZ^kKixsz}Rh)2~a$O{#>qXZ?SF z2eWDGx5#VY8ZiZBo82~x_c{VFOn2HYh9yx6w#_wYD|TGBqd98@%CoA3-g0Gs(pR+C zNK7l&fAmKD^OW13V!Vfg2XbKG);ZoMQOU_JT%GAz@_%?nA)=e{%an8$rU#oF)+Wg9 zAm7Q!+mR>(4X(3A{eoKly`FeuS%3|mgj@n|m%{UGeB#|lL|(V>!&j^-N6(3;ibGBE z4MW#_tiIpt^*|hsO*G-5Bxvu$xA>c_9j1RNV({?r3tTTd4_{YLpoktTc!zfJZznH` zk94#~K%6Ei4w#MFGMD7)xmSR2f`|loH7MdLVNPf}OXcs;*GWKo;9RVFn#>664K%MR z)3_obwX7Mj8;pDLy+_vXtrlC%!1cawb{EkS@1#x!5L6Ho&JzziOtbU{NXr)D+420A zIq>;xB5@2<`3o>BwX#_g@bD?q=1Nr^)+2@=TDzeTTRh>-Kx#7(zeU3_}raziZcfQu^pUXk0MkKG=%nzD` zz`8=wbs5>SAd5SoDW}ml#vc>UmHT9{oYrt;{4mlvNM)9R=H%>a2H_=?5xLgBw_1h5$$#E^H+1dbJluZyM)dE;HI(#Vyx=t| zzCCEdL1x?NU-4_7oZa=#RDh^!7wcBWFIP;n9D8(`PbkZ`>km|?<7RQ2BHpF#ZM8d; zd8@%j3qstEv}FHOw%rogW)sWppGqH^IZq6DNs4XZF_+Xa82pFl^U3AZ|0tW4FJ};+ zjPH-vPLTh84s#m^udo9_lssQlRn^L(3p@bzyWHdW#W!)^hn$Y1SDQ^Gt?!B>=_0mX z_Jfoy9V`ouWEdP0*R9*!C)8=#cJ5&C zP76yyv}V%>rTblW3L5&XsHLtr+}*9wAhIe?4#q{Y2orE9Wh_0YQJbMe3sk}rSsMOU z)ubg+^OV0%13odM}`w4{0n+fw?^Min)W}nQb{NZ(JnuDeeK}S13&pHPiw4} z^S3oiN>y9kH*{XIx z{22g>Fc2|0pyWhVc3umO5V#yX`X%Y^8jxE22_e#+^gO1h{o`A^DbpvTGe6`Yixuvc z6^UXrz4!ab&J#j5m-1WidZnI#!3iFT-73?i96aSeJn&VSY)Imi5VMGtw9sNoAJd2t zS17C6C*IQVaeAZC-K;&kuvg_<8R})xOv^gO46i~0l-z{rs+auWDLxg%?R7#)AEia{ z9Fw&DOsrDZKisEL{XVbSxC(LB^ZU6vUV2dA{C>8k6mymxLl`)f7E6~NWtLvmupWJY zGdwbyts$Hpt@z**J$3nV$Fk4F>~pB~GGz|A98E*hn8Wu+gB6+4N+A38xK*x(z;DGS zSI4pRBos2nzZ+Ujx8*vR=<3lHEK9qp?VG_N{C(!^$uJYLAh5>f?Cgn?s+RdhJ}&j)d#TsUpT|TeSKsO4*HRrzBr}6w z%=jL#T`lsQ=Li)Z=*V?1cqf4U9fYHt8g8DWI-7ru_gfVBE7gW^Xo3<@z|}W&U*-KfOnLW9z!Xcpk6_|e@e~4Gc&o}Y zs_~7^h+sD*mcl55lO`+GFnzR0{h|~fKo`NuXm7&b@4+EpX!lTym79p z>U+GV!ZhOnCwL|hZlAYU;JOZ0U?;UU8Tr_C)5X!@f2nWfJHJ{T`ZH#tVg6_O2dEZV z^LOLjRE^GqqwPx#tMb)Rgt3oev(r7TnhrXoOd08PWlS&YyW{}93dyhe@sfV&sSMwT z8UKPDyY>tyk%hpT{uq-5?%)m&f%HiLeKFQ!Tfk${jn=mL_>$qz>z!lDqK$UVshd{< ztmj{q)tmzvg{7p9YR9g`F$tkW;3sv!C6>WZwz(g3!$L4czpW6Z;eh(qB~8oaK9{b5 zcHE@(d8Q~l&dhT=a7o#3rMQ8>Va)FR6cd}|ZJVhN$#O#LS?BWVZhXiLRDU_7Kh%?4 z1P?!ZK=86*wf1(K+=TVch_6)iasV zVi5%~qfX(*DBpO`p@9+d%jv|#+*pT?2tZdq`R`oz?6BnwR6yU7LfHm?OiA3yF0GQ) z&sML_B;7quuUCqq#65J23j^z`Y`)*MTa!q>V(zRY3+)oT(x`aKt}C;WU>3!BkCg*~ zK~J7z)|-@XLUF5}eH$HfktjBe+UULwSL6H_f=F zj-4nL932^_D}UcIp+@A}{!W%J-{m>_JBnfOS59)$CI4Z34XpWZuio{0yp$x_XQclg z21h4{J_qwPp=kHZ-OT%2&d*eSDlOnBS+$~OPD2I6lFpCC(1q)CIF&LeEx`Jfu3&Tp_Hqp1E>Zrflg~}JB7=O z*=u$}gL#V(<@J`v3VI&*EVdU-ty}wa5mabN?;KzxmhfLUw+;0_o5l#i{(8O{^c5;h z@olTVY4_Xe?ZoYR>YQ|!E_ua2mkWSbb|H@?D8x*DNPb2I4|uyM5O!tjD*6TzL7f$8 zn`E{T(gUW)Q3@)_rX6hr$$=c$9w_NnK@x&eEvi5hmHfGhHuf(xFMy(Q#jY*+y*@TX zrn=~{r@02JWWDLP0dpWukrDreC32Qc%G-G52W(V;d;eMn0dSVsCZX_db`-X&P=(Q` z9=;6bAV-+4Cz_7iRmG2=GBX8f-s^zWw^;w7L?b!xIT#VEermknW#zLqCUB% zI|CjkZj4MR2p_7S!3s~+TH7`3UkQBtI;iLQ>0xjiFE<0tmbj41s7{q@AYGlf897=x^R19S%Zv%}kbdd=a=n zKm1<+q>+6HN_EeUZY~5(_TQ#7%}QW2S!!gr@NP_~WJhV9fH;E^BKnw!x~p*i%G`Tl zWJ?9q6zqp~vQGiIjmQF+ui|Mz9E&ejxSM(I=C4V-Jk>B_#6RiIh>y;Tow2;=7*9Ec5h9S>u=)B7x zrAlF`Wh8IPHuI>h7%VzwPM%a4JJ`nEonQH*3lX%Tr2nk>y4t9%MjZv4>3Pz8C{MO| zFvpcR-COpXN{_b{<#^*C2_&d=3GQ^pfr^fy8L*)cZsrHI>d|T&0M7K}6=jh<5fGy2 z!7lo{AviPaR-sIAxk+_SEqx5W7ylDO9(+BlRl_o1jW-Kc@nM3zAo}q64cGepj}Mod zu&i}>I9A~x#~Fp+HRbyaO8os{Y>f{24-a?8D?i8)F!)IGfaS%x)_oHGGf@JWSM2jJ!0#x| zhicd2sqxcri2vScKAl(Ggm~t;jH(guo5}1UYfVA9RuA)rMvNXS<_Fjv%Z)PnGpw}u zb&E$5dPf0fV`orwUL}2-KfzL7z1Yk!vy-cKb;B`|;>^@$C~-_}|MdZ`in$clIA|W* zGgsV}(U>(Uc>z2c_Y1gF#7>3^U`ibv;?8uKuO{D)E*<*#kh)woJYU}qDaG2t73~$m z=4YK@3J+C0FK!xl__q+WUNx5f+}M)>d9$7qL(BP_Md9pi#n!!%x0oNewWbXX2(H^H zwlCGnsr^@jhy7y<+k0(!>0>eWKyuH}fgBxZWFbm=gxvUft47@&{Wnv;wseP>+h_mb zja2Pj`{x+!an(ahkD5XZ`wJd}g^@l3#*QI2X6;GJ?h(5=CmZ3z-%bL=UNS;~3&Z(r z62?oMsNdgiZ(95;L~5$bcr|WE_pfdAlrLDYBsvqmC5`=5!HMCw?q49%!f}7~B?0icVKj6Pm#*#W! z{lh6vU~yy-mSkjI{x$3WK~Emll5Zos%`P9r3tk-e-mLk9^Sj*6fyTK9x7qRI55xu= zY5Fqw@QWGa5eUrFM5l&vB#QUxeo8_1W zD?6GMXDM~PoE8uo#PirQ3TXX$KQe}E4cI^kP7>L;u8B>1&JWpvB52jE8m2XRhl44) zdPi@K5Q_y{LWxMF>2p)mby#!^fO~UsJULNzt%21^*Z(;;r%V#4n22{{r!Ys_T6NfS zLAri@HnpLC1{5?6H$&#aUDexKV#B_)h>Yd8UlOym8(O#C@qq17WxcC90F`w`D*glN zMOaW?b^T49bSQ_*{PjS<^Fmmp1zF(3u&)mwuxzL?`uQeHavU4UZ0M8KPOa*H!y$J4 zV|?MdL*vK!bA-FdUvbtW~ zyB5j?7NauE(0DmpxSDHSAg|Z6)uCu!5jFl1`c&nmH1;LbNjPt_ph^xSXB_@=s9HLT z-&c5tYMAUdE1L^m3jY&Byc+v!=#%EA3ot3Z{3!d#K zdysX-@FC%97xsNiH>JdU)CtAe*HXw%fzF{ScbTU@5_QUY5Nyn!01(^8AEjz?>I zncqW~-8}|1s&wZ?o<;z)N?eWqwhxf~V&inmCF{C(2fJ^o$ps zAF)et8>AgA0f=>{g)XaNd_81&xxc^5vu%lbRsTHG) z3?>j4xZCF@XywnHFIHnp1?LigM<21*Rd=cPdh?(c-%HYF#@vjq+(ar^R`*AB52W`` zXThz(FA;V}1!x|egm*7je6Nmlih>DNsQKl|mo@--O^%$Ej>!}3N#0$ri_=&S1+I^? zTVtB;U4-M^OOpqd*q{}M`OoMZ=~FG_0`DiEdtE!^xIAlpC!0-doqaNs1Vqz2c3eVINwyQuPn5-UTs|FdQu=XZMyWFS+#`3)b2IMg6yM!fN`HC z>n`HhOSy4lxzxV2#ed04-dPkM`&I1LIbI zgiAvBZ@>&=?)|{t;wbB*?S!W$9>|U>H(~Ooy0sJqBlK7tUZAmdToj@jgbdk zm5=jeHK`Waxy=nL%qH~wRZ9LHhd69PAK7S#s0ceT7u$>FjtRIDc^6l%*ROltc%@la zA%Uhq0x%IOdgRy1%-tJ_#*Jh$tDy;?P+`I(A00u=2NTj^rSiQBs06&(gF(Zh>YuXU zZn1XOI~^L)H%;~qNwh}+czdb%$CJhPno}ndtipW-4f6%q6u%8&@)s4G!QN6=R=Qmurk7=#BG`jV|y!945sV7v#Gj7J;R1Mn^WVlHQ{jI<_0}w7d zL^P=lIfWzoY$yb{dS-XqhVKs3#}*fOx1v9^Qro>UN&-NNO(ql@8Dj4BQF~iXaos`( ze2Ar>iSpY>Y?;^&N2)61#i9)R!2rDiTCrbrUlC~lWd@~UulpfL9bnjbtnEy?Yp7&< zWO&J1;bP#6yy(@aXJpZ@9>+g<^^!js?StdrQMs5ug%I^P%1IaKHm9TwcFVVi#gw%H zw4M^$3B7p+@e4|ca=qyg&9r6OT$&C&VsIAfxjKhWk1X$L0u)s_0#hCMiLZw!K7&3%?OI*5;OGq@YTQ3tHb-z z;(wiiOO<-3tMWdh#9Y2r1*9;yEku%up>RxXvkf&U**eqBex~MUpeLvDnc7p4p+WtM z-d;SiWbNsy$oHS_E2Ta1$)DOZ4O)%8?SW>;-)W&|2F<&RO2G_hNU=~v(U=?E>Y%@1 zwv%wLG&P0gI?)Kbq$OImwSWv}R_xlrRw-E9RE67S6Z(KhC4`tobM5OE6m4okI4eVY z6&TSDmFD**n2v6_e`|!&w{PjM6ewH2tsc%iq3|K(UV7o~Q=nUjdz(k)qKT2IQVp22 z9>>*Jp30s!4EJhZEPww|C9H5vdd(AYH%fWer4od;Bz<34DM>kbB2&*;>w5C;y7|UA z1gE_|{Eo@->sdNCK^xr}+%r!L+P9*z!hANZG!HgBj@=VNEjTAR*LgA9F~nRqRx;zE zLC$Lgm{dhajO<;n!gEaFNHR?8#Sb9o6oA}ecfkGNk!bdra&XE%u5{!LTJa9|oaobp ztmj!joAq2royOhkth2L?SFE|hJN^WDCK7$VVi!NkybYpNb1zQnwBzzRPZv<@(q0=w4D;?%&EvSxs;K-K2ea zw(f*pbjeni!nt)j5XbP&9A@J2=vktn#snwL{h_2kFwUG-t3rFO87}}}Y)?#DLKm%{ zG$AJkYg~sX9=?q>PT6|g#=`YL1;Yk&G7QsWZevTi0HOJ9B8}{lwp6LpP9-)4$pp#Dal-gr8H9U=-tVt+)|528) zMu)aT@sV9$v^HhNcu?z3^WABfZx`ndTMUo?!|Tjn9*Y$J^GAI@%xjjdClNgCSR_kc zbFC;-rdiAK^rtwY=c7#=KFo$P0%lhM&HmBnMc1<=!_x3X^x1aq2m7lLfJp~B|B4Y7 z7+ht(e}+i~KDP46%WF|gznj3j;vufv?S30EaJ}{rT~X+IW>Eqw-TKw@q|^4BsDt3= z6}y^X#Na8D+fr0SsdJ84bwE(pxyw*O+%Tz&a>&nayD%mEnSC4lZ#%JDb_V$~Hpsn| zo%Sz95$SwD`oPS{jXX`^#Z|BmMb1b1DEj;+s8LNo3%w%12mwI zsO8b-Ictmeq-W=SduJH83$?xmkliMv7h^KO%o;IJyfo?MK%G94!?B42u8HObyy&J! z-`SR}fMT1-h2T{Ckbj@+$J)3$L;bD*LOTXEraG>9ShZ1IST5cthY$V~y}4(6hBer~vTjm&u8osUMBvip6gUCtD3a+no#~PsDLD*!vPKf(b0)s_3c~c6R6+I z;|~c!s(ro3IAPejL)5gQKdwyYw#jEhWGc_ZpzuQbOff!4!hh+xdX2HLpiekn@7Co| zp!N4n46$x|9Qg;2gp^cOx0!AU*H&uN)s>>~KE`~Iep2&!K|FZ!=+5I!0r%%g_)?d4 zX=fzoukla6YwQ*!Ch7l47ix{Ey-!@WcMbZ=7ufu0ZD#UL>E~0ZJpXPoTB|uvK^5d_ zi5IFex>*X0x8{sB2^kQvbjrCkoii{mkOs(oX>yv)XGArvaQ|6vKo;jmBq=nvb#r#X z1ij>rbz}0^n$L3;6u+z9u?{whxD=7S*<;59{W}U3wSrYPv@o#0oV>wxPRa0PI{j2l zG@CY1o2eJ!BjS6X@`kOMkh*C7aa~=wvM?@NV#J=x{Sm~)G)m`6a@F$YaH(>HlptBN zo{+mB?V_@QsmQ}$bA2xIJLq>#8F@WH!JhF(j9rNcPn=IUrKh;2r+PH1c-gT zM4Se?r_mA>g=y~JNPOR^T&^M*UWYsBk>}W@^#AY{E4Pu)8TBtKr%sw-ar+cx;#^_3 zbRQrk%CqJFCP(D8VF91A8QcW)J#CceycI>iX(YxQxIVGY!oWgr1&SSw3~s2fmu@jI?%^pXy#l2 z$La{zJQU^`K(ITz@jieLef>?P@l?Z|$m>5m_wf+h?Pbk1`<8k+NZ_WiVm2M}`kva( z%1trGh8o7oxjyDrhA7OxDD<;{#c1IHQ*@~2MwAt zl0AI(FJgbFXIdib)&4eujyxpLI%0G19Q=L@Kaaz0R zuUqUJ?DZ@`!M%D@)QWqC{uU0|Jb$_NMtkB}&uMcZTg?GF7ILNZ9n!IWkM?AQ$!l|F zDwZiY~Or&~QLgu?^ z*{v1ILu;)&O|X9Qy3=Ri34rb+9G;U@bOoU>-G8D{zOp=SJ zO69RW4(Z2|!Y`^!*V{a7Guf#^QeAdhQ{B`jmN}xIDV(nnlZId<)GsjC1b`p4kirs z+zv3(OPJ)jdYEb!*+dj`IBllxtL;jP-|~6Wd!co*(BW$B`;0J zkM;Gi8EH`S^u$AO!Jk+xS}ODZ=~WXKTp5A~RjEo9mi6j|nF|k1vZ$@!DJFCiqN>oL zW3&Hj>ZIK`!74k9uecd$~?cm{E?U5qC67as6sF(4tCkRsgF8* z-$4(rv7b`SVvwfbOmh1$zlj)U`K92rn4@7XVm6o4IY}8hhIjy@+60n=zH6ZzYc{kJ z>2Gw?{L1&$RP(fLzkCML29nvIKWKQB&YsKLXAG^&q;J;TpG^o^7OFfvyH_MQLw~e= zDtF}_dWi_}*bio#LQcSKB3`S5^{YdmR&{Ad9cvX2e?v;F9}Y}}ixG-yv2dlR)k`T& zl^eZ$-BsaSuLkkiBxf@{_Tz7Q4}-O~MED(4{I2P>=U6BEz`*t~TuIh3(XEdZ`V!^; zd2?JM&b)A?on5o{NeD5G&bmHFc*#i4wG zresvXg{HssY;Ja*s@D5WGJy(IrgaNG`O3xn-DENyd#)>md`hb`#7>8W940gNc+WPe zm1VUaZ@t9bS8Ml%5zJr)u6!PcY}~cCV4?{i|Ff^uMg4nYbdgyZB3$_l!Ec_4cq%2fpI!Q>7WszZC@)F1#PveUlJS$j~*> zA^|Mc5r1@Z)FarJGB2L80+m^ZTLi{UdU$OFe?)#&=R4?#+J2T`8wT*L0I2-{;jCKA z!ih&kkMSL6FUEcmZ+=X&y`izB6Y)!%M+C_SnUylt_V|chc<4@?>8<`Lo1xoO{xy=Jukmql*RgSZg?s=P|RFBPfsUfGwIVLQ3hF~@r&c+rQl~IU3?MoS_ z@f@E_JhC%H|2lAexv^XM(@u1@EGkvcaJOJ_c>oD28krvp&QwQ)5>SQ9ni$@>n`WX) zv;B#*JA{fnZCJsLv=O+tmgE$63`esoOT4gQf@O7cBeg3doTU&{5&>Lyl+E_o_o1uS z)SZ8wkSncO#y;9WN!pAf;6{70d#2`Zz%Mi0#IHIEHffEFH@Z9mM+xa?vP|s#mKE5k z6|(j8@kmL*z=>}pExyrshQM!)$Z0d?*Z_X9@C)Kw<9Ixei4esfwNG7f$C%T+J^2`) z#)Y>H^uQTRH_!40J-)%}E`_K^7wLTuC><+b#vz;g(aU<699(d>hxFcb?#DSmvbqV& zgsSP0bDY^T30GP;c&lv+X?`4Jva6fneZ@Rpa^XZoTE0!ZYRSHDQ;cW=$m$K^bmUwO zKZg7RxUu#hA|56CH)srEaGs9yl>tnFYsR|jeSrNd=#^BkCJakn+&Q$*ea)_bd#AmD zINc$_3z#MI$Y<3vTc=eWwdpd%)6=Q?$RbT~1|6Pz8pI~w;@Tk&80JSBM!4>}WS(}N zho|+0ZC5@ySv@gmZ)Dtm<|-Fg3CW2{T?J!oRO)Of&_B{&xp=%IHT#~_V1DD4e@s|l zj;`v*8AY-5U|hFoQuK@EM6pZ91h%B2=U?x{G7XQ0JE}DEG?b~xIVB;whuasS(KrBV zruVGT&&t%U`SI(E%)`;5)6+PyPV`6B9Ck4PdHrV`w^?zb3hmE(8N#AFyW!N(me`l_ z$&15Ru8Q3VU9>@Nw{e*jCkXtD1Cp{VKM1HN591(UavEI@6VoMnMfcB!p!*Tn3x$pF zs~+2+`+E_r#_LmgSpHA2#QJNX`X@Nk3Nx=mt10Td<2=&9mD%r1QDRK2+SozAZFtIJ zbf0b~6gq0vJy6`p|8V#x(EnmlF|zbwrD$+FhV|L{O?y*oE_>Zutz&$iTZ!g3$`w83PZOiKddn)bQ(W)E0~W1Q*8 zrf)1FPH>0~yYnLoTYxaRmv41{@96IuR<*8DQ|I3E&sT=OnC{}Oq6 zv{6Qh);NXf@ZIM)<{shrA|Yt@(gO@7?oMsB(ub70BEl3ax^)>yTKtDcW3vEad7Tma zurQLvsE72|FEMgi@dL(W^ONd=dJlG*Os>OWVaF2;)%nPAAF9X@eR!t^f^TNF2El0% z*1ro??Pl92#7}erd-_j_R?YQ<2Rm8#A=EBG+QKiO4)%Su)eJykFV9fF7`8OLziDBn zQt#|RS^9y3+-<2!)`6{}c5u8@h`2S-Z4*f2%qEmPXiWtdy12u&fm>Lct~42_22nGq zb8;ebD*8p@lI`7MY7A=B^j((~s;2I3kcg|u89&G)mzK2U6~Xemw=*Nmk(0lZO4JD} z#vcA!ccNRsjMafOOgn~g^8<^{`^Z_$RzVk%5sx7 zgV>{C^CqzERx(Z|CV76Yz;!QjN8;8TA~z%z@X>-*Rl-sK6Q{p@yYV6?ag^RS-Vb5M zqUkgZPm$=%v~=d4G+~^uO}SODIJxO}-4CQT9|D&5`Os(tI{56q38vELGLbsV=Z^DD zeZ}!Xs-cDA)o^sA$3_yf1uu#a-p5nD5a$_p8y}h9uqShQDh#cwdKpgKQ5vpja z+9gw$0xGaPPz?NX&eQK$)(!Z?ydrQHiE3+Z3;E*dax^yl{plorF95t>ZRxD|Sh8x8 z095N1uQe`pthg$&YgjalD|K-vdEjmsL+@>h?~gck^|zM!DJ5L`xn14iNz z?EbTG_JZ7;Q!umU!^GQ`nZZW_KU+HL28RE`lckfK0u!OTia^qvHc?n^XZVlq$l4{F zF(%Hv7Q=@3&nUE%rXQ#gvb*l|c=QmMhyE!*>I=T!C-6+Ea3$w@XcFDhc9Rj!DsljM zyi>XnJr0*1kc3v;(z8i6LMUDo-D|VzI$$5?NbZjVy9(^~^I4_=5ai^$}W?-L$_12R}dcS;7uxUNQ6#-`i{)dpfq%qwtdl zt_vOfg8e&NJ3fQ^^7@LpS{gjn9-4s!M}FH7cMF4}H%yW|U}iWL_>x>qfQpxcKh^Q6 z$M$b6AV6pE>#r|G!z*-lM`{b~458fjbm+i4F;LYN6iK&fZf3LM!kionVDYLXZkzFo zwUXdnDJ&IyaZAcks={Fm2jGQDLnsIc?*f{i@qeM_Dac>$h;g zzs%F0H&EOflol1*j>3UwqagMW@?QgYtTT5(60g{o(q5)+1;F^g)&8P&P;2CBM)Vhe zAVZ|Dfk(}=Ci?X+11f9}!ezGeAH7;n4LRIPUW6#)5PSu(3LKbXuv)Uu^*Oh{ar8enDfGBU4QP~_k{tAL>2MJH zVo)pjX#5r6lz%oFl<}T?(d2_qzU*lvmKqKt#u+fk1yONpy!XJ(Ku?$>_Gw3ooip&% zY<|#E9j#?5_{=`woDz{j>yTb}0LK5@r1t>(tD|gilHK%Z`raXgylR1I8h)py+4S9e zDck--y;@)ZBellocnhsk{BG@`@_QCcIS#yaOlpYEUO!gWKu%;;Xu{3QhI?Y{U6@rm zQ<}!g-iSqke#TTA|9DPSkugA=E^-6*9^92YP|AQy{`8wx^nlt#T_1(!^{1b$1fG4@NZ?&bJ~QsehZ;qt;{Aj7K#OxsD?M!-=YGU#CPjnR|l;S6W@qaX2}WJ*p; zDTBm3j#dpm`_>uA5gb+_Tn{^B+-f(#oK$tEbFcNS>2@-P4d1O;;5Ykor@U-qs!@T$ zKrXkMC{C+J2(&+ zn=jM46UqP%SD zQc&$r+2qZ(SxaKBEwc9sPlDhK>$rU(GlT$LriU&=-3>A;4iu0sXihs{b#u141=ncm z_l!Bae|+H$iyGL-{yf?Teft+H27ZdRY_Vp<s8QTgkP%ldE#-c_)7?=^rkFJ2IJ}0p0x_$>Oub=i-LF?|Nkdoc?wQn9d1Kw=L zJBa?+qF!EvvU;7%OtOmSnzzlu+)$im5E?Yj&JVx7J}0EMIxz77{7|oc<;32BSN@#y z9sX7re?F?UU)>&=5MX>Pkkw(m@3Gg0H_C%wOh(c-$`$cB;pxY=%8yp0-ZeHR6;q?f zYn?(P|D^9(`cSPl=n|CP7IEKcOh?9i5l;eG(4(5``tVO8L09!pwb!NmF?D#14|<+K zoDsy9_f(kTG`$>7+I(izeP(srT_Jy|-gfgXPDm#tL|rI6#eG$uK?=)bNlSumx^oh~ zvG2g6f)&}X2)^34vQEC*YX;+t4G&T1_o0l~RRpcXg5Z7I@(^Olf6G(BB2uG|Jt6w6 z<~fhdFvhdT=3I8q^%J;@_C?R}{N{gnS2MqHOR^swGI}w}M$z9c#%;V`*1|5xN^0&{#CcRB~_73R05(q4NdfmpAW;XM)eB6YV zofqk1J?$+MKF@A%`)QW?#c3O~`OW!)K@jYh|4u`N?#)nE07)nRvq`s))I6p!3+LX0+mHZ)e78>2 zUZgv2UO&%z+Y(@a3(kG{cN^y0DQ>b+dv6JDa9G4ETeC1G&@Sfd+p@ z+PNa)?wjC}H}`r_*R1Sc-}N(WWwuYeHLx}rp(QxkrW5V75fH-x%g#JKV&K+beEgYG zzJ2dOk1&=UB-(64XA1IT_p!A4kumw&{*$6Myt!{$Gco84kR%fCS9kFo`z=SsU5JtlB5on;P!k;u7AJ}= z$D537t%#`bJk+C)nlQ60$Qtgrm=XLajDdjPEDx)wFc?_l=i^h_a~(IN7u zZh?bcDjF)dj;w%D`COGeS9^zlXo-lGREyS@rdAiB^?0?vlCy>`sp4OlEIR+T?(!6m zvTYXz84Q(?9WG!i_!uxMpvl#H^FDwOUZYCktG@$Jw>8T}42}cul>5c4M>sj!JSGP6 ziV`pyl3T5XECu9^a@2M_4?D>&Zs8^1cXLEp>z!drO{si^s{aE=LAbu7r=~dkYs)pE zHK&Bq(o!Sy2zfKt9e+CZuuGLC=6IOL%{KgwX7a|}BlD%;G2jY{bce(jwz@u%rwA=$ zAk8Ck(jR(FPW2}ONZb_z0<8E+;g4Q|2A5!V8`$<0^z>wwhs|Ojw=eueV{3bCn>Or> zDreG}rr!&zWyAdFJ$5)>@0(POTZ^qgFWDS8b!KD#ZIa zsLNyY4%dtv{uOo^ANWs7&b4n}!mnGf=ucYxPh;`>yBFY)HUS*fh<7Q-AB9zc0U^_& z9M$NP=FWc#cPO!MBQe8OlsNm93=wp0J@Z!K!9O)MARd9bV>Kv&&nhU4s5ls_5$xNz zAJ&wZ(NxDTLO#4zTi9hAfL@^Uiq|fMJ?g#TLm4~@mRb3S`+VpPqJGrADt{|#>Nim8 z2yxfXw~d(p0N-KimxE=NOJ57>*0C&(ZQj_cHUlw@zy$W?Ytz5rsXi7qzZ0}S7R4SG z`$RVKFdPr(*5mNcTfD!ugdDB z>}L8k{zuZ^utfeK@W1VUr^+v^Y)6RvJ9}$)XtvEdTo}-*b&@cT*!*J5w+Z#G3l@nq%Rv8h+8FnMr1Dt!*)~lguxqG#fQ<+FH!xI>+@(3kmlOlN(jz4lE z>ya?Q6(#42HF?9^*gSe|tCRkPr740e91I*1&(LL^nU7LQ=CX5l(HG05*&^tY+B>el zb^V^mo7M>}+DnNK1S-b337m{P%@lo3;zrYMU2e)SgGJK>3ZM}s?5lM+Yz*bRw2Q8B zwk04QS-RE?QHa-KC{@ltQGuF%_EC)VqRr~TG?s;689Jdm*jEnu% zEJ*`_z~hQyOhNSbBC0Il@sU;a-9q}-%E}!kXd=AUClKj(H-GA5U-@Zx-QEaSF2zG` zV2A@2AZIHg<9RbbThtrHz99a!rmweiGg?i%A z0>vGe7VgJz17t0MlB%X&=N)Qi6zIt{x;2EHYDKPx&0aqL0D^da%`Nd6{8NAMed5tC zl0*t8`y6pg8okN6TU3+H5WHcP+h^`qWS&;cn)fdT{>uIq{hK}-+1&gkzqGQ8N!Gu# zW`+oh*-Hh~!U>hmT3He+S<#YTGt4I1H#r$o()cGtyKfX-Y8uX^CH3Z?q}$rfbs$g$ z%-~$z6jc~qz*>XGNJYu&4c!vU`z^1&2V8ubUy1blyMGGEN6Tq&(K(X99?CQ4z`d0x zjBy$R#f8IAp?aLUy`OLRbEg%E#8!fbHj8!Lf5R5Mc_ynii7$k_L*Ys0{?fXR!hh_| zLOCOxG@m&JU9Af$p>!n(Mo`4?GZoj2q|!9Gd_^V0i@i0XeRdmoo(7iPzDXpO9DJBZ z^VHy>^4(F$29v{nD{qJzo|!mfu7qjI0zp5id7hn}PTB!9p~KjJ@uEIfInHN4U+ zH<3XkcDF@KC`SZI45$e6V2~285#WQ7hYG{cY055fIH1)lL8ATlf&4A~q}r5z9<#T; zMZjOJ}KgZtUq-_P21P%6za4OdUcw4GE8H^Sot_PHWJuuNe>v zyK@m8Sq}8ivBpQ@1yov;ZnPYmQn6lnHH}+Q_Ae(lty>!x;r(zC=dodflPm zcgP$k#tjzB`x0l9#3N0YW<-7@({8l=jg0d$M{#IyNEus_GoF~QLA@=fZ`I*&)>0DJ zVlr4l-Auy+8xQgNAD{c?ytnp|)$g=TGwso{MCx<$lBd5sR|aDz94wpFSoE@s&m9QG z*`7V&%`f8Q_iu0E%Y8eFNlyVj1Y;Dowy2aS9Wd!$_) zJ1(uF%WAuU;fR_w0D?Gd=OAF`6~$lcIv0!>KC!38CD3e%l$C#$L?E6*6wXecgp!vCGe+& z_?pt%4Khy_!Qwk82GMV;%5@Q8$=2f1QP(Lv zMWb#zZpiP7=X_VAwEAqUk-Lq&y0-)CUezax{u|!kTqFM;bvRp$ zVWfoVHz9x7FwesDJPN6Gsd&3lwU15kO`pT>6-3MX_`GkYTg84!ARI|$cVm7y#}5>( z>6&rD(UbQj{eBPdH2%@5qiT`;Kj3~R%s&itn~DA){e|t4KuIpL!mq}C$2}{V{kUL) z$uxTiE!HJnRheT{+7ufrkb?W7JRh&x-03>*nc?gEjWRp!^Xf2Zvw0DPf>D=dQM2#k<^zyx zvkQc;3a(OGSmej!Ftsqekbd>{J}T4xO?zPPyZJZxR+69eW+e7M%CmG3w_YU(j2jCl zDs#~v(zFzn)7j5LO?g<=dhGgaf!i(l%kqhy2k%Bbb6-m7zB=(&#hr4_Uk}~PY^}D5 z;p7e20R3y`xL}^@<~v(hT1jPakw+Sm&cxs-1F0nA75DG#=in_K=iv5*;>fh2Z#B(` z6NiW?^J6AA`uxb)J;i59Hge;dR%8DFWb1n^JK|4@KW0x9s9iVWE{;xz=6%@pSa(Zk zN1EL_633#&Z)_Zo3Z0rKE;DMh0huXfd_{*Zmx<$8-JTr9A>V6!& zTdR5P{`#O`ScB@M2OgVinf<>!E2sFv4IkrPgJT?4UNO@XQws?BW4Lls<{|#&%yW!? zbg!*AL8>(b2$Qj+EQ#a(~kQ2zkZ4tM?u#MAi4 zRMa%P^Dd=#;h3VAL((D{n8$G|EX@%o5P-rodAWGfcJlD-tg?RJzB2g5t813t7V)Qv zE+o@5xI|i3g>J?@H%^EQEOyq)#yHSpf&pXInT|>FPuVBp)V~0~X>Sa8@@tod&Mi$X zwQY@!)^eXNVfZQBJqm-`zec~{slT(ghkR@BdOwXG7q^9FvS=-4XipLbAr}La_nmt6 z%X(MGW_X-V4?3pYpRIxmTtA{{{SAf zXf)M}!uAe4jXngnKo1y23!lV-e;V-{*}r?gxH$mVzn3Rka;+`d`NxShspXWg`7H@Abxiujh~g4PcVyIpcNtNG5^`a_SS8u1NE>Ra3CZsu~$ zE0<;`l219V`Y)dwKklTy`?KP6T2sMrE))KuYgL={rx-#%jHmaWweWt{Eg#`7p{l+W zudYh79zIYp{x$bc$JdkKm;4eF;8(!Q1NM9W02Nx?_`6<=01T7rwU+`BUW25{+@R!2a9TkPq)UKtj79wYYtyM0DZ(E=xcO`Zlp#{5Wo7fz@;(9a{LiIYq<2gZ2$+J$ z9G>5$dDX1MP3JP7nB)`Qy;ooOx#KT~y6x7p;JtoZ8O%Rtl&T}7(ULP1i6XK{hXX3g zLGCJT3-+?`#rKnM@oV-?_+#R&tUSxhT`K25ykW+Fd86D~#9M>&JTJ*4gHedHW2HG$ zsTbJfyg5D8Y_Ag$j+o;W+-Tl6@y4H_w}!OO6J5oo$uODp!!c`SkPHbtv+{==fZzrh zI5nf8>L0Q=aTFgZP6@zM`n>R>A9N1bPJv{=Qal=jdwaf?APJn6F?{U zXZuHdJ=WRC^6a$@T5S&KXP_&pLj)zdWF*cqa2WNkmc`0+YF z4Qe)?KhgCGtnU%hMY^(?k%?TDF6e%2ao4A8SBZ|!XG)c-!}h#re~B&KvKamp^T9 z+4Dp3@4~Hr;jN{Gt(;yY(A?>^)>d}#MINhc8h9m93aYo7fsv%!k`M#P72shwrj+rp zQiG1VK5MVa>i+<*k$gYHIBZ@U5rvD7HCl6om8{&Yc;D>4SMOfR_Fd8P_lGfQiM+%Y05qSxk~pxVgNG$loOw6x_%!c_z6$WS z>}l|q#k!uWeXHGC-|Go|aIDd^;x@IkA|h7^WOe`#y6KL3_Mh-hEo=5t@wdW%7x-WH zu=r!8YS-TjZ0>cPD&qD@BbBV!mv{(C5K5~u0k%!U_sRej#s0%z1iV}OYJSmvG5w-^ zSK{4gM2Ev>O=#=73L{)u>XS%CpOhpUK#hj|xcji+0gy+#EY?)3)Rr!!y_Fj`&8ltu zHnrRPwAlGy^AIXW|B-K4(!&&KXz4A0>skRzhST1H{kcfYySWN{50{dk*(kOnqy-e zl4=rZw=;Np-V$W7+(d~j#mMqvmTV?t0A))OI&l1PmePcwO1gL3nKaeke%`<2d`35b zF&N6xomyP2EnH-pc30JIw6?o-JahKS)-Cn#4EQ(USAguVt@KNO4HxjVm$5uoDFa0I z`Zt)4Fq6D-YFeDCHj^%~A^D7I)#A`Zd?n#O8vIi5)KXkp+iBV!v#7@uyp)enjo(KXbba6Qz6BU=^aMSi!if$=#>ZcVh zNyTq?w$`29{Jur;(&-UR{{RUEhNO~POb}_Zd4xf=!DJ)m-1rE|k@Gg<56Uave`PP& zf5u-EbV+=5@t078;m5+scEx++FBVF=bh?$KOeAY$nr{&bRUowRGt5TA8vW>mzN$nWNcHgI|vHL^* z+W!Eva(KGN%l2;loNc^x{s_?EO$WsuKhq|Q!TuSv2uxCG+H-CDbKyYyM8v#~jkQ%W zYxD2Nelh*NKj5l=7cO-#82H1)o+hxgxn6Qiq+2Sk;({oMX?X-?*zU;BT3KB_dCF0DroJAR>g4@i z-dgoL_^wz?4hDu3Y*)PNS=~kGp-p+lDY^dudGh^}Tf?6Ue`fyx*}l8%$#$RRV}}6ABnmgnv`F&{{VqBUjkc8B#_Uou>RE7 zE~VN|Ug~Us`+>@;fDb`lZD9tLp=vXoLUfKahzmtvs)ZCb_5cyM=OZiY-nrk0`l~ga z<+ba%xcghov9q2_I zFJ60xZW+F52|ET3a66DOUhDfl{5ylgJ{f}EI7GyN(mQ1DBnKp%{ocKK=cRn{;JcYM z50CF1#-W>iHa{-j+_n@Ps9}I}o=-XGGEIGD@cQ9mabt4ey1^p|@$!wQXFLpo2+0KW zt}3cBlabd(QgKS>cj0|KZ7!j(1&b~O4#0ezr^%j*IX=C8Yp9mZZZ!5Qw4{i+%Yu5a zIV2n}8+r8RjR(Mb?e&7{?-UwtmK=uFH7UG{b>yoBVo8+nj1>bDwDHYu9}swJLccfO z8dI!Y5YH9

9&zAj}vT?aoO#+@Ym7IpJ2kj6#g(q3hASA*q}H00h|hQ{#VypYTwB zhd&i0x{l95Pa9dWxW1KO5(ylqml~6qScy8Q$6D?`;OY;C(dj?71;>csgay}p6{p?q z$KH6_SV{i?$V*;7;lC32p40Y-@Q02(XRk|hab@D|I#_(^OZjNCL`KkX6>-=O*awRG z*ZvNn(yet5iJuSk)j;2C@CCvX*zCI`f9T4WK1eSnzf^Zor|lzd@u*m(Z{$3IH>g6RRaoe4b5E9z}uRa=kvCEtfEQ~)i0AWS$N z_R0P=^1alVNltpm4SKjY?Qj(rX8!=p{fD2MEx^h3qZ|Freug#giM&T`YyF89sVKJ3 z`k;E(Yw-U7#P_zE?w5Km9y4uq69XFnzM+`h@I?4(KC zEDI3{+q)p{Bn0g>*s8ykZ z#?zjSIIqQ@Q&zkyV(_z$)|31Z>>szh_g)qF9ja=Qh@_tC28L#jjk~}gXQ=}O4|87y z{0z~4*YO9!_jkBh@4Q13NDucBi*xyOueE>Rpq?T+$H0*kZkw*>g`JBGw%n3`O88g6 z+Sa9|_}9Z8QE20{))1WW_ld{XgZkIiaLp-yVAQtlzsUK{BE&`Kl&`Y4=6;Ub>jzMR zM`bGvZM7sPhjKw<^dHi=_^a_g6X%wYAt0$MZ`w zIRT%Z5PFl}-n^gVAB^=c3~N`nnmlG%Z&o{7NEeOrWRuT-bNE-v<;$L|siW(&2`E#H z*$2c=6I;99C8F=1b!g&T<%t9Nd)J;#V;!%9qi_{`xcOkc^UittS52kpQrKAk0BCD> zMtwqY`{@{P0bW%HVa7e{n%3Gld>4{V;uwU--5ZZ;`n)@hxgvbNAxix6MHle*FWIumeopleF1lAlAHcV`!1JLHB`#r`tB%g&L8%un8hN0*4 zkm0`y%2&Ax0|WJ>Tib*_TdDfcT0VLI0D_wMJ}qzH&YR+Uct3fh>pLZUec0xVj(t94 z1M#nm{tRkj+g!cTBs^Z)F^qqDNd90y5x7_BKkWtJc|Iom8SyuQ;I|T7UTE_*ijkb$ z#60M6?p`pz@GAVa(REkQd`D@m!lyR(2`={kac$|SV$(dy17+mZm0bwhMivO03PB-*w6YJB0~aQ&3#+@i zh1LD+*Arj^HO!_*H~@0YNjw2rXv7>;@yhtdabKeHtK9s*Q%xl&oc#?cxd?xiQCY}b zw15ufjsXH43ItEd6tggy%LkRJ`l!K7i!5o5WzL~1erK-uI+x>>( zIhIJZ1)ROyc*h9%3jy3RB#A_ze7-buP8BrQa^4>uZSZh#EYM ztVcKLxgEIa27YLl{+k>~+4%%x=WZ|Kl;(ejTK9o8WJR9m!Wx~-#Z&~ewOe@<5;(Gfu`$JhW(ala6(bxljax0*}}*4oF7wij_Yk_(jeXysLGbYKde7}j@z z^_ev<2Wc9kaBg&~X^Q7KFA}jIhH>~&<9`!h_;bSdTCR^6d-LVn>4;Pi*Kc?_B4y~4b*$PZWZ zWQ^pP%KJv2e{Fql9p$CMOAM$UDI;vFsTm9pa6uf@;agO>Ug$9iI=stfbJ~`Ht5|sI z^H}iPNA~N@B`z&(9%fa(`#gdt=d zbRdw(%6V5-1zAral#bOy#d5)9+DD2cBn>B5jNC8><+Zp+w49JXg+$THbK2gi>yLBb z{bp|wTg1lB<+p2A>Iw4L0KaQcJE%}4AH;w^-j5GaZW3#tNhw7%bgZ#689rol)#E!! z{)h1fy#D~>pMzuZ7lj{9l2~B35Qw07Az))~_QN?FdEllnKpSv!J6P}GnK#EGk?IH{ zvb25M{#Ye*-vddjI0+hv~EYJRsf&Ew!C?Jcc^QFN7oBpTG}_2X!}&$ zS|B+JjND5Y0Vqq#FrXV5gbsm39Q+^_(!+6R*hV6b`%Ey z?IaD=`J1Cj&85)&W9wDp1z+$5( z9r0dy@X}8XYL^V!#*Pv|#QB124BP)*wrrPZBeY` zMp7G;VS|sQS!)|%Y8-$LGuE8x+2~;kjjc*rcZOoqXM2wZ>$z@RGQs$$MB;7 zM+3Ed+xuF4ZTQjfhsD}#o&@;W;*C30Nv|Zl)O77~Xe78)i2|$aU>QR`a7HWYJuGbb zgM5R&YvCW;Tf`CSe-Z8@^S1~z*_-i};{)`HyKuECs#4VB#6p~^M?;3!ziQu%e-JeZ z7vfuZbHz>Mypr7blfk-m&C7PdxezVKQ`AYC%Aewof!fDzqx(B}M6#dtmRGv9woe^Z zZ%X#`u1?ieB)*t-iYT}p-HRX5Y8^>-THyC0yxc}6tE|=U>#yd0R$Z52-e2unv)5+V zm*{HEU~{Yq?e!u587`_X=2r8)UeaLWelzcAt9vL(#l9p?FupRvrPg zfnu}L^!RKbLBmzY-aZlW{+9Y)xhxEYN;w2$r#1QuqW;xz{6qf$ zf@4_6u4-{jsoQIIIz9S4gU#P+B)AWb4jChdJm8i*WLL{Sw>QCizl2{IHIEBSyO!Sm zRE}ZNM9JFV_YAmTf7;@(b=WU{8GI$vJSTS(!+EIZQ@)M3Y)GMDQ}jWf`)F&z&hV76 z6NF{)Mp}Nq*OEU<;rZ9${w2lNkML9!-)+;U^S|M9&;BLruc~TN%_N13F(i}LxL3@x z6YpAj{-9-cEO{rrF*F<7eJd?3Ro_4w+ErGV+%{z(Xsf4 z5#}#8&E-;0c6$%(;R|?o!k!@4@wL}Ny>Q(><=#XetJi@LT1}_vUqpB`E}!sE#P`vh zZSef7pZAKd^{)WYZO!htX=ny~+o;nYRsyifWa`$fC;Z8N2h#YNLKqCECc;N$MpF68 zdjA0FC)j_n{{Vs__<{Rv{0aDAQCb;1aicZDk-&}z7Z0ADp*87$@KX;K$>KlSR{i9h zzmZ^A=cqDEBmV#*D!=>^FG8EefACXp3~ToB29Ls?AMqZ#TA;cNBcE?(jFtewztuK1bDXW%B=AVT?%=3=Ldp{LEx|EJ!;;I`wo8D zQOuVTe#(Ck-3j2u;S09@QP&-3yEmgKyi`-$LmR`kq$&Wl-RKa46-eW~bUq#Zioa|p zjY|H>e-lq1!{9wZzmzrCX@9ZD?Qds?yZx1ZCd3C){{RoQG5-LxE8{WT?oUJdXM<&d zrwF%FHuXoVe!wSP@b8c0*E~0^Y8qtGF39H6@1?bE%%l^#CQ^9gn*B5QZFi~73|f@& z=~s7bRhoTAM2N`vz~*~n1;IE6lP@KSIj?~K0A!zopBlU&t0HUPv-gkf+23@HCxUO# zWP7wjwrlT?0FM#aSwt^939nm~QJ=KwZ4N%W$i;qloL9^tRjO&*=Wn}X_Z-g)!?iM+ zZAz1yTd7Bz(&^myuMGHtTfHqJ@fMqD3#$VY*lX7gRDu4oGc;S{ZrfShWB9o>;Xk&| zfV^9+{2TEF=fb$d>b6k-0BC8cYi_&E#7B5OP|n9cFv=4XvFBqp4_^L0yS9W!H;3<3 z_XNZ<`N>o+d~*hG!7R#9QOLv9m3SV|Nl1Jo3AdPe0um zuhyUVBlp3bGvMd!1#z$Vp(D4{JXNn={kdjhhB@J#ZDY1`frIj~!6*G~a{mCdzrn2+ z;oroIuN!z{;qqIiz8d0ty(>%sTH(Le4T@OA%ue#WFC>hL`QrZo;-BrU`#*TPe-Y|F z7uB2LF16y@9Z-Be*6$j^FA!?h!90hF)HJHB@W%4_Wjw`;Ve4O_R-splurCQtN}5SK zzP9Mf;(VI{!ufR!@`XuaD`Kiy(~4f?WqHccS9gr#?>#Sl5#Y*D3J_#=j4IYvVglhhGl$T}Q|MEAY+ym+heZ zH@=LE2UU?-Z#74Cw6stk44d9kK*AC+UzXk<{{Vu){B!-NzB57LFWWQ6GHCw*53KHG zH$Mz~4`ljnh2+Tm#d5H>+Aod^e(qTrBq~7w5-arw_E7z-{{Ut$ihmz`Kk*9dMbkbW z_*=nx71ovEtrjyJbLw-aLvYkM%AV9kL>yJi&yc-!Hse&J3TG#A=WN+?NjZVZ;Li8 zk1I=eBN=6IvJ_@x<_+1x@}u{s;m^dM0DO2$tx|m+D6}mu=Q?JUs#>Z`a#Unq%WmAF zbNis`2qB-Y-M^e4@Kb+)-wHf6@pHt#8@?a>De!fUxoK*iBk-1+cBX&$N%a?HfZjTD z91z;G2?l?3UAM}l0bTf>6_yHzH5uJ6vZMMh>#feN6Y(!Eo+aV2SUAQ~O>^G&y{x3= zd3U?MiS1=`6GQm3@Y}^d4}2N%qsBi2^}h`2nr-FArQsby{@t!&(P5g{iS=mFIgZU^ z!$$Lg9FCwUVuX*%zuPLYDy7=s`Djx?9g`M=Vrh z8;1it@tjtD$)3wgjiM$a8X}F%cerxPmScbh20`tQVP2`=zu8aXXO48|@oW~>9v$$5 zM#wx>;(M>`?Kx0Lce)urc`+mAD;l;}J?Y*l_>cQ9d=5{u{4?;RKNY-F0%kuDc*@c3 zyfI z@kX^~>8D$>lEB+o{pP{Q5>9%50I!noemMMc{iXggS!>@NJa?$;$)*SUC56iftgK^E zwPUxnj4Uu9&kGuiW4(J{gy*o*qE}*iTk%JVZ#8?jx)G4$?w}dOXul*N72^sx>0KU| ztIZXl^PnYOQdEJwG0DdYK5kDr@0#&jpNbkauAv&wbp&GB$Y|PNO12rc^1zHKBmu@- zn(cHC9qIB}tnpkz1ERB?;X!7}LGqli=s3qiSkDNrWQ(VXZ&@>I#~Ov^nzmZpZevx{ zpmkRby6$pWpmp{{R5|#=KeM{{Vtz*xZmrXX0F_g!jZuO?=HXyP=tf_l0); zApNLs=Piz62;8I1F!f8=~1%?Q(XD+7c;VMR5 zZvOxS^g21N4;6vJLWJ(=(@~d{lXqWrgQ zEAwMd@qM*~$s575JF_Tnx?3Gjdhh-Z{C?Ja2ja_n_SO8&9y|X4v`eN-Aqlt*yN?`^ zohH~N;S9#qpJ`!%|_RZNVMao;%S>t20*s5goH zf2sI^X7epH0IU}@rdF*0X@2#X( zji4oY&fG8a=DfSay0x+JBS@0qh{y!>W+d_WR9-Ccp1YvNx?C}Rv2NkaZ42=pefx1) zH-_p@2aCI%F<-$3~PEWmh7#u&cNy(g;>`%A4irEr)d`)@brYj7dWKe8ZZ&v>R z>l$PlWtN+*OQPG%sFCU0+AY~7k5Ye~Tktl&rpMuRxoMMbcI;!1n>hS``qhsW=9RB} zLe#9|b~8SleCdJVdHbTX$GJI5-4VW8qZq>dPbTsFO1i|;LOw#|1MAIm-e@0iSE6{= zO0$#0u8_xxE!>7U=Q*!8a#gX@+P$p0x3$BsEe;&YkF&%(bu3GVK^#Oc_lO;8AGE!a zf+jzmHDt*klU3w} z44}w%hCOTbj$`ohQ zH)M365-yvP2JC(m!90>U{m*{6s-shcHr#%dJXeTDaZ}7$Jg+27vc%YAV9Iga9E$wJ z{jI(fAA}zq_0J93+Z5C0x;NTT1CO&#ORA6eNo4;3fLH0vg``}sTy(FOzu={x3SYz@ z4|Ly(mKK?xLAd)SpultXS)1fz?6UFy0Bvi}%;|f4GxF5*a_YXyy`IlQ$A4zO7)f(u zZK%raB-$`7Bx-q*D3!dy?oG2zk9b9W9pEn#FTzjSOT(TulIcd5;y4>Z)ny0d+~;+) zr1Zw%y!sPg68sDC)$f4(Zw=L|hAkqxME?MGM?<(F_F=gXvzq#g;v53+!0`AN!+K=; zoL3Rs$)MdO!o%g*x{0i=T1MznEzqz~Pnm4$YvD1FsY4Y zMcNnG0l=@(=wc&^qZ*KUGxIvwdEu){okgm4HWO9*89&*iS~k+HGCukF#z2sOBL|WD zwO8c+@Pmr243XPFmiEyqMHs|!#=BJqupAGz5%;)3I`L#DWA(b03oSmMJ7rN`)nnzFB5d)EpD#q5k5YbMrHF z9Il_MLE}ArbxRUIvGhqKgGg23Zmx#t<+;aoj241E*)unEA}7x_lIm1cR;=C7^!fDb zXP;BOd#yt1Q#PS>B!#z1-BmjzNB~4d0aX-WXC&S8dsQzsL(cEQqtx{?q-hiC^IAzb zg+Pwp0hgXeV2Kj{0JP4^qqa_Z16y*&oGgs)=PR;HgC@JI$DpGqw6!U5sgg71bC_-Y zfnnyq`w^n_n>BYui~DEdv{K%H)|w5c*`a*r%)7ht-eN{N$8NADdz-0xVzYG3o)yq# zzSeFdc@bp0)TfW`$oSnOFZ&=a)g6%#cBJ@y_We7bN#dKCwLcbUT09Shx1McA;|H`+ z`A9yS=Lh})Rr~=m!=&Ho>-TLuN2^7TKs5`8ANcF7P2uP#z41P?t~{vF!zyXEp+`dq zFK~Ki{dA@*dfOjbBdk#0#LPRjlSlaAHO40wG3jbDdI?iewLke0Z3jKd*Jq~PCXJ|- zL$=EP<1voVTsg^6=#n-_^pLRs0G5geCGi_aztpvvW79rctB(rY{{Uy4f6Lvq^_|oo z`1k|pO?38GT2G5K2=ypp-(#xTq{$gL{nV%&4E7)q$m9{~Dqy|&FPT$!ie}ES3>wah zccR@l?(c1+f=u=fg-QH3W{(MLZ{lAJ*=rZcwt4N5t`z?O44?rZKH3SR2Vac3kq3$em{ z(UY8U)E?u|{{Z@`=AvNKE!y62O13#x!zl+Lf$Tv5gV=y;nDGttjc+Zj%z-YUT=|H* zM2ddvsO$*`EBq`7>4I{pH3&PM6lwcOt8RSp@gC%9J~@`+YAMF~3?W3@{5ze80P{8C6%6c#(h6k}3 z6>u$;{jS-N435UBxhJU!CW<#YrM`!vUh0pj+e;m_tH{gd`En2k1S4R-C-`$;oZqxg zxcaA$wRwEZ?V1Z*{{YuG_rLx;=DzUw<*Hj~J_7q3hBaC4z;_^IMv7he^smjY9e9#W zYFV{OMkKztn(edLOCcljO|{btDn6$){{W5XQnPpd%xT>7b$-Vf{uEH7^~gel_xxNn)vhn2~XiUKHcLV9m@gQmiF3o z5)st18Dt-lNBP(3XY6b6=fL;=EZ4p@d|S}1buSA1I?(3T@3h@QMN3=Dg^F2YN!h+p z3M4Yh;P7@J=XTTALX)W_6nxGuq*HD5K3~+lLuF!@*FS2Ei+gvRfcZNV5>M0KydS|| z3jQa2a?|`x<39m>KG(IKCMkUFV^z{LiSF&JpAWGmmL(|}JC(4+U~|(I`jz7k+T-Cj z{1pfO2+{Fl_KVm45NN&?@mIqkAX{xNZT|q-mkN+vS>0J&v}+)aXeRRHjlNPtsNgMr zH2A;c@5GxOPSaJe@y?}fsOV!FE~jI3ZLX{Ww&f8^2F6erWDMjS^UWB%t{AC8Go7Q? zx%HeC#nkv=*2F@BomXV8^h>VV>U*z?zB2yEzY_dg@W%W0f$??Zwwi6Gkq?c|lWHcK z;wx~m$Yc3{EYU1^C#cRjuMYnJf`oXd!&?6U?Hl4B5qv)J6|S%0ZBF&BJU6P?t1NTc z5H>E?0i$&Lj)VfNqzsLu@IM~BZ*TEqR?_}1-=)32v97$(_@C^MEKyuvL{oL(jQ~_> zl0qB@dAvV2mlz#!wTmCXRygboDdHQGT3cJ% z`gy;+`#d)mW?Wf=sf5GQ<|yc8_D9rh z)>e;6gW@NIQ_E8%I*yK_8?B_UJ6lekW^4n6fzNDIzYl+8uh@1OBD?sT`$g*0F3ign zkA^OsmgD6Mn7ID{Ys}-O)7HIP!q)!)@JWAz7UoY2{5kJS?`!>us%_dfgfv` znM$)M7*Ioy*#{L8t3^}z()q8_=Z}Q&^N8n*_LZX)p7+1`CHS8)>C(+>`!RT`;~e=G z*2mbr#C(2AYs$VC_#4IA&x|zdiw_CvcQB>O$nrs_%OZd|&&sFLzeRi{`*QxsUk)S* z;SbpFO<2*@(i@);N~jq|6}CW;u0~D|UQayNaby1g1*_4t02jkQvi|^t;s9ZO(Wu`` z{{W#&UVaM`guyAdJGU$7pON=`Rl$`wmaY$;vVx&TG``EbQk0wcv`?8Yk-+}|!3$^b z$HTwc=i(QNem{7g$G}>B*THRfPSG`w8c8ObZE=5db7Z34IV4fOR)r@ji;_a0$H>2E zkB8q8{wsW5@qdXt3GnM*)wKObUAcQJyImIG$8iqu7DZ-Jm1P+R(DvzHOX}b7UZ0JP zY}Q^L_)FkxIM`!n*{<9X=trId52!z_ahj+67U%Yq3c|y~Uk&UFAH4^GEg8Q#LlgMd zLeFsY>Ngn4-^>09Y3Hz#-ak>8h$8%prYJc!tAKM*c@~nO+={k7F15WVW zlvw%&in)DL{tH$6ZC=QH-`bzV(2wrv*K2GC)5=w@dbzafMW|7i;r?d$egNRi4Runs zHaA`7{{Z<>Pr`rjNFUp)P*s}K;HB^%!onsWuG;k93jYAX9{&K~p;4l(uYj*@$D`j# z82Knh`(*Wj(#Y1ms}DUw}ku^ruZ@+5NO(!ovhb-TH5M% za{2JQr^|F=tW{NVa^My!aCom&{hfbluZ7+)_#34BNb&yw#*Y%FrE{eT@9pg6wzap8 z;1V7r3lfYe;BI`JXP%Y$cku(m-YfCiX}%xQej#{!T-3EaOr&}~n||J8Y_XlPNhGL{ zDiBx$=45SRKpdJ{Pl!Gvd^qsi=(;z>O)M@LO<|^L4{|vj-Y{Yy}>F=#h)Vm5c!<6U>u5v&C)sKX}9sdA=c6jsPDrw&u{{U$( z6vyN1s1D(0p={Ii(ndU}#G8z)02!2(>ew6uUIX!$_I~h(!`lfpABTSyZ9GwK_bQNx zZ5|l{@^Vy?KO|pe;WWgLB+m&EAb=aFNi)P_+!JXWj3X843^TzDF!J50V9roh>ZJo#dAMgd@dzH zBBZv=hhfef?i?=%o|V>UUJ$#}6Z<09_pPgAjTFtxZ^FL3#BmV#e()h`3@gKsU7Ct0tR`)(3@c!tAyP~{Yx9oA&sWy8m>W;iX1Lm$9e~2FJy_r<_asv-wfj#GNbhyx(JZT-mYPbN zk{hTECPYif9Si*{vXvSVnw*j5%NJIhZ5BbKd~5i_@MpxAcOMM?BI^1h?{u0gE7lQ8 zxxrV6eM&PVw;J}lD!~-viDEHZgg+~CK5kTlT<3^>KKxAZUYj1h@Ylos z2=K6SaUO%=J7aqi{{Vl^xLIW%?*;@`)qR{-GuzVt0E4lFYt@_OU!9H5gZ}`q?ve5K z%y^@~TDOaQKc}RNzT?Gy6AxlWdE0p$k;f-aM#VhWy05{VE8sT2CbRGx;FpGVeQxsP zPyM~C-NAEbr$`w}i!C}ynIj4JgqJTnaCYFD_+!Uk75*puRKEVw_>=JuTi2%_c1>ec zmg8XbQ0zjFKrjVO;Y)ul?H0=7WVxQ;1lcYVXyo)gxcqZm(8XaC(v3f#{0(jLDpWB} zH|GAo1MKe`_+R#s_@}51d*Yvsbla=Ip=7!74~;ED1;E+@mfI4IxhWcfjw_q7{hIA! z@dWypioQL3KeAb1buq5I_fD)cj0j^r2W;{I?OZQ~zA*UP!uIi4TkCIeXq!UWYB4Ru zdq#UVBR<4*uGdNU_wc`3wo~I@hi_`^!*%b6?%hWj{{WU}jBF5AImR_oQ4&QBEl zLDpbEvO3tpw!ot0h}`Tj3Y`6FeP2uXZ{zgx{2lSHPl|bAFs`5Ct6w1QU;)Wt<-6bx zPk!KLyszRT0)wAQO0|%}5+ellWJ;?Bnd>ypNs3V{sT-(O zxndN&BX$p^9?f&6jJf3FW;%Zd z{kHiwZo04I*lbOey6LKPMtL-<97P?J#Sy}MTVd7*o`&! z%_^!!r2N6U8uPD<9}|2-;cJaILJl4zv{sc^^2hV*SsKTTwVfh$OZ#8ltbvtD`AM!z z;zx|;@vgBRreWE#Ett<*;=^F3u@P-vIaC*ca%&3-FttuIu`a@!+|e9!K<%8X{Qyi=oS_x>rqChXdQApv6? zX1xr$ij4Ua(WKGAm|~wIl$NQq&TLAh@H=%h?=eeYo|UMc54UKG!L3HzouP&*n)p*) zc^%T-S~dPK+#2=X9%%C;jimR``&u0a%S z4%cIxaC_J42jjN0EL*Ipz!(^*5nf4rxpRUzG`6vAj9_Qq)~%{9mzKprX%WR`ux<`& zac?Nv$uPh?sqaylFt{!;Onb8z&A*QIN<(lop;;MnU-hT{^;_<49>%fc)#QbP#=DfB za5`3%t;d>+CQr@jO*@N}y8^)|#E3E~)P6?Ys-ut6sK+oth8?=pkj{br{sHx%q+LmZ zj1>KPRzHn=Iiq;%!rGsLyg_f~SnAd?+T9Ft71WKx-A)*LsI4Jzk^Ju}f$nO&y54|a z%l^}cc_!g|OtY8plR!7&3FbZ#7bFvAaGE9!rM zJ~pxO=fW#H#*u#8;R5gF{{R%4EyU~gh4=d%>#V?bhW1m@aasQW@KTS1u&wT&@z29h zhl=ZFpRY7SJ7oj+5}bc|L5!bR*VepW_Fnj_sr)kdg>5aJyf-1{Egg-~{ms~9Xy&w& z{+Z7UJWc-aJ*(xh7YTtg(8Czc<~n6M`pr9s>BbJ#Qy-(M9OE^ZGB4>+m3Vi9@X)-r{QfY#y%Ol@IHsBO)b3I zYz0)#~AAJifQZ2dAH>=5NI~YFL>=GQ;Z%itowwzvO!*vszj0 zZB<$2We*jUZMEG`Ms~sSlhYuxe+VPy5=p3BUIZ5|fny}a1S_^E$rvS9C+0Zi$t-)Z z99A@NhzmN+mUk~B$iUMfs%3G*mpP; z_ECyj$oR*7h<+jJx6)Zf;SC1qqSQ5w(X8>DHKn-!09`+^RbZ>??!JbvX;ylEk*8bf z8fCJ`Oe2{?jpLKIW-3 z*!g|ik@)7~E6W={3^c(c)^!B6P(eGRP}5F5zjG9Wp5#`{vjTjz0B6&+b9Qnzr|}Bn z{zT2bk*5nwcL#xSJ1n#D?Gjoj{{Vf!>T706NI8#_o+~FS&9HH_QZaO0fBq4BzZ>c@ zLFO)-s{a6Jq(`Klew%49QOEI0Bp->bp9tyKz83KHmWe!uX)WQ!)TEMRotV7O{{RA& zFB?lX!bJ<%1pW$Uz>_N?c5FJZY)BH`Q2>{d} zlT5pcRl~(`Zf3ZR9DfT1Ys6ve8usS2Q^XNJ5ynXGT)&NOZL|$i%f@T++6`{TU0N;2 z3Pb&zT!1|zozhHoU5)<$EY4K!nrJDdYcsKjP@iZM3>xJ=Cu$81s$C-mkvDB(4lsJD z$2(32an3*^C2?DNmaQ6s6NU$n-E-c#Zx+g$&4WZv7!EnEY{5UO%a?PvEOGkWdA2-@ z#a=6UZW<|L&&`KMAd$d7j|31$1YnAOpK|w6V&*W7C*8Uv1(5UtLVoLi(@ux@@P2Bi z;vF_PFUq?A0IMYQ`>ULv_zrS?ROF5e3cX{mSZVf#JEE#_f*Tyy=hNp?zeDdAFD;AS z6HAL5`5~Wjm2wKWAgLWe2D&@VR(o(`ja8M0JBRt^xM;j z^Uu)rkKH(3OJ5e-v%FWt#_=&%NjNIQs6Xf2WD#8yno99F>R$F{$aJ1D71%EUa_tac ztfcj5*n_e0-vwLvmAJ)c)Wwn+A-FQY2wya&(h2Otou~0CdlOXb{8ypsZtz&&M$D%S zfyPBaHm4q$b@tV~@}dCw=c<^;EUY=mz&v8NPnp=u;neYO+q2?ZY5ocRz_Pl<#nr#r zVZrCjxgZnu5dwc2__tAoHBEF`M%ahU5uapUPv8-A_}8lb)4vcd{AKYfXSkCIr>osg zgMgFFza)QDkBahJLo_km>JkhYGXzKdro%{o1=_#xDy&TXohvUxOa&ER6tA`J{Shag zZY7rW#tXS@4ud_bKIQz`NzYSO=YJ;CZ>>$>Zwy{|>&BX2gX|Er+NJzf$$^vexEcHb zC-AQxDEi!8MxdkfKSF=tpS}rC1%A$YGS3f}bFI%Vr*pVqks%8nevzUd#=lqp0A{b* zL&2XCe_-u@;OE4ftIah&E?8ZCs`AB^F08F)jbpW$3uST^C7T3eY`8yo*TdhjXTZx} zjNckGFNCo|>*4(})Ld(A56iPow%DdHc*9D@I7g?L$M|dXulAq)q`VjV9DdEdBK@H} zb7>s5+BLLsX<9UG<^KR_>Jt2xdVF|1E4W?Q`;jBJMX#aC=%q?kXST<~=9T2?#*{bQ z{OA7wf`j-&!C&x85BMi8vHJ%2f8uODB=MidKN`p4KNH+qS{r4x(CvJY5b|0{8YGde zVTm_3WpA}O0T2rOcJYp}a?d5hvmMQn#2j;;r`EoQ`1h@RX#JyXejt9=9~FFOHlccM zn&$HURsR5xmG_w(W++tg9lQ$4ilgO07>!5D)xmgcz}_11AB606olf59wZsW8H}Vjy zM^L1d^~V+E=9!fo98~0;w$S^I4B*_;iz`&Z;Uxt)$DQ-GlUGYiC*2+?sa;N%_Ig~o z4HG=_A^sMV7$5h_sr+lL@Yjrf#TulN@sC>H@u%$Lr|G-AN2mD7*G(}NxVgT!X&x#2 zBl&qdS%?BmU}WbQ8NpA2H#goJo5ng<#4RFy8ph_{-&Ve2@V%^)AY}^#fo8cJO1Xs` zW(Ox~lxF9Q>E@LEq#f7eq0w57dB7R0@Yt$u6<6HXMw-#5-F{~7jp7|*y{4Z%X zp?2z6K>-;GIdYo5V@n_(dj&*;J-Zb#%gZwi!#8w_9y^W?UkwX{nWo1T@*dntkov2%L zV*nGyXHPGnfyEOjRTg#}`Z6e8*NgE0V4;k)# zhD~%w2|-)kK4PyB=M{C8d41=me#@T(J|zCs-XQT#f#I(k=(;m_U%M73_mE~ zjQ+KZ+FJ^Q9a+A1%v)5y2QkdU@vF&atjN2L@;!6KbUJs6G+&p?_<5vp{{THFynoL# z;F@BJ%^T-Tpl6YTd#*kze3#lwx@WWp59Nt}=7dHg-ODk8Dlk`zu_osf?pC2^HL^=)s0ERTB9Y3*t z9OyPgeGC>TN9S5T7Wnu3W_(}qU59}D8}UoU`i7~hT!?IR-5&X&X`J(bv20KP1d?#7 zpq3#)BhQ{?Quc~I&jZ0!be18v{d|u<@W1ST@pr_i+E<2t4tSpa=JiBSnLImk+gozB z=*U1aKt8`IZ%mHX>;4Ik`(?>wkiqbZYj_mmS*~?^I5K$$JLevsfUi^dm+=Es@Lz*J z;Yw+r81+9F>o-9E0K#SBzwNoMZ8sceP1Bi}hJ_e@{_J4fAKk`83QXExv(Je<4dJa2 z={_Lv%riR9SY4Y)+y&3wJFq|*&Oy&LuJYq9uGOI^SLsCfSXN>=OCgqhp)^{;pMQU3r0^zqk${0Xc0 zO8dwE01ov1W5hQ0ik>3XuP$VdO|xRnBq)n&U;QU)541;yNP#GED-rY`!*OZj$mCB2 z_;%t;5udbQY5ELt#cden*{38%n^Y6HxW}zK;vbJ<(sh`i@$RO!y0)uw_ZGS}xNGfF zcu4Z$jyot=x-XEZ6wdIW!EEE2@bNrLnqs28jU{`lZ*4l=*!F7pQNsBvbg>xOd&^sL zsVnT1S2Jzvx9WOMkMPI-3A5u*hp;#8U;9R0>-wjJygz4euUu)OdmF7*dB!0vn9P$5 z#M=}R<;FpflFVzswXgUk2Z^nI7WjkX{{X=YyKO?;-b~&X@ZI(#n%hki`FrkXAG=zt1wHU3m&DHoww>We*B8&ZpGmb~HT8jw zybw=vLbF@jDH}t`@%fh$xaEdEx`z_ijHB&rlXkjKw*LU|KST2wa0VwCDXb(LaaXgF zPkpTIy0xADN9M+dtZ1`d&)}_lP>v{d8Ap>VFap}_7YOGW!nfRG=-$G-zs2{yB(d>5 z#5$px+UnBb;xQH=#8i-19jkl9zXv`b_+Q4C{sw~5Jzo0C;oy{La|^iTWII?RCU@ZV zz~k|&9y-zWFBy1l$H!7wPTHI^u9dIH_I<1_6*B~+b=@RDsmK|49P^s`U#%+i?HA{v z@YS;HMhb7*!Nu*W>bJ8w?Hc#N+RF=X6j)qY%1;`OmVvqTcvyhnR4RRqdMAed5BR#~ z-F!*m>FxYMrrKNiP~2%ue8`lNPnik%)w%RPjd2ioBU14Gq}qPDZyXcA6{kg+9h8s= zkL4!~>NAnh;MR_T;-3+CcVB&b!+Oodg~A>twUcQhJr8CabU77Nq?5dn&p5TDS-*WX z)Is35jH4;TqYN?*axv5#Q)RlHpjVo0y8!agHwnPNJ^E(4NWMAfJ~xdl{xkS7FC^d% zcS8$rc%6A<#>sz5yL<3Kyk(}HYv9L>to%=J5DfZ$L>JJ3o*EZFH`H~mzi6eghTEJ5 zw|{hWi<@}mQVa}@yDS%{KD9@~pBFwN{4>!lkApm4e`HMMrHVV9(GUhe^4lsuDwo81 zUah1&wi@1_acgl9!`s}(QPkk)Amh@xJzhPUbbFgFTRy#yAEjd|lZ>wyW;Y1RHfrei ztrPaI@pi9cZwHUOJ)>)|`5-^rEka4oGIsz#J$qKYzleWl4;kW3LrK-VD{%aYEoCym zyqs_W13Y#W;F?_0E}aub*$jXh)3Us{jY3BuPzdB6f6p~<7geu&Ur>e?m)XO&Y$o>9}B<4fA}g-!wn>9vFxz9yVRy-UO>0Db{RgKw*Dr% zfA}xok7e;s?fLOnP)WC>UMe;bbNn`zmiGAn0KTJd*1khBtM!cXoiwybey7)AAn@5F zo$r2U_qZkbGxKM~w^7ZgOcgmYoVF@&h4Dovi|w9S3M_k_m}5K&%hs?iWE=MqJ(l0Z+C99_Y*YjU{LI9R;0%-8{VK1B<+Ro8 z$}Gx(KxrM1Z%%p)b6lvsXp|D1MnMXB=B57AEH=);mvG9qNaOm~Kh_&oX!Sm)80#0Q z%WIc=0Iu+ z<2^JdlViG1?-k=eiK|}Cqnc`b+MKgk%C1$@X&exEt9J9rYjTpQ+={qvItqLEpz*TJ z2fttERqdv~)-Te|2+KUK6%j@N{{ZV$t6xBB$mw+bOLHXA1GF6dYpk*OgB^~8E|eo; zHnCiR!60P*bebQ-X!QLCDDH2TNgatG0(m`$_|+X-;l{X%@>u-99#KvW6>u`BlW3|q z_eSb3$ThDJUr(dQrhTC#fzO&443VDMu4e9Sm^l6_w{>H!X;Aq$wsHaL!n3X=S%{Bs zL(XayCr?WkQnIUNnR44xyn^0aSSDnSay-=^#fsbbbh@R-i)^j*o3AQCCgUS?MIBG& zT*^9@IdA~)>smSoi*GzLe%gkg)uSkL=~!2%&rVT_)uVhZWlp>$H=<`_XQ~ZD_J*-< zG&b9nh`1Qsa6zkI5g?aO@s^8~y$Z>6dZs(?+{hcEHbM8V(s}NFT;PtHJBX2sEbKkAOZ}k{B~n62{&kX)K@6cJ4V-iD zPM1`(hGdDQRcQ~&pW>q8Nh4G3S2L-IAwOEHdtt5IMY~V9!>?!WO9lL&c~>Vq8q>18 zhUGeyVbn0eHC9Ybv`3>@YAXtzK%jB=g7cczwN*#*%z*L0+lqxwM&vp5Ak&PD7a=l! zwWMQYPUW&P;gyFSMM%+xOy>jEsl#)$e)w%Yfi%mz{YEf8$853;^Owa$n;P7=Euu2w zSw;_B8s~Kng}N2Sx|-xS^2X!+Vk`Wu{uO?Ed#l2a_U4Fz^Co)H4TD7{*(mgT~Dft{Mq=a@Z-dv2)uoJ;QenY zcc)2+tIq+9k>ifv8l@TXAAHH$C7+%@H2cfYta_6vdeMd z_VadP_0S8O0((V!9BM%5Cy9T&Yu>y8<2@t6v1#8IJTGRJwjX1P!^HM5!{vc!q^xtY z4v%i<4aR)7Z|;ix`uKg~%Z~(jnjK&?rrC&Fp#$xGxdb|%&Wr;o>{M6V{{RnuAX<2{ zMVI0&yteb1#4-5J*%Sz-X^)i_sERo9t_cy&I!87$fgrCB5k|IQLN&1e0PhsFU*C$| zd9=RteI8wk!{BPq4T}E&cdeuTR!--I-Dt^3%%Ty~7e&reodRiDG?N_OGGK@znDi zJZeYgyFSOxW?6Miw-YK;>9?Bb&gFH8q-+GnJw;6w@pb`lJ%Fw{=f>J!mFEkE2e&oP zc*Ekd*;uZdqh2V!zGDruf)ADb>3)d3{dSJ^=(eJdGm`Ge?(Jo76nKp4!a?>8G2RO@ zI!iuw%`ee^)i3?D>_u)*e`f>|+)pmlw}{CxBN#vlC-4B*lv;d2)BHK4+v)b#0d4K# zRE{viJ3#$?{mo|h$K&0Gp{K#&gm&AgPO)5)F}B96yEIhWc1Npt z99%`=s4p*KDRX{a_UR94CSxHVfMCDyA8OM6(vID?T`5)d0=#2g{i!s#8Is%qj)6sC zkJ_Q7%K*hkEH?HXe@f@}u`k%kv(xmi5O_Lo+CyE{*5WfIhl4b`At-N@NhRi_@_)dB z#}Xewk=)mC-a64^8C%$h#~(1ShxFfyx|H52zSfC&9hK7+Y?AM{)a0ctYDN74jSdz%|Wy z&-Rhhwe2G7M~*WjH&8q>jCDs+r}@{0_zDdK-1$Bsh0C(#2_yz4x{2k{Emh%%OA8qX zVIwCM3l}+|{Z=WSi*Nf#+-i2w2x4~Ih-YU!iGab+Y%x|K_vCO!4cWdX_=fh-wY{M% zSLMmC8MM~nOTV=(t`=S=i>6p%U+J7HeQz*3@t=pD+e*GRR}qo7XZ*7#pdaiL z!2apup<1XuEyzJSrj`QZh8)*9d+}?-7W$u=4ZABAA(sbhgVjhKi2S5f&`YW{{0FA^m%}%rO-oVxMjNhcxm{aH)a6SFoo(2!mjtZ)RYz!?o{7)O-@%+8 zlkWNNh_y{e>~Ly+8)vzK7lk}gHof89dg2h$pEBNDjjRvMq#lHNS3%Ve$l}qf^imfLrmv z{Hbs6-umWCnPk9jt?0k~di5XJpWwoLVEDc@ZF^2x^j{CeFLeZve3HI#1Si)o^AX)+ zYUizK#>Yk)q^Q(ViROBDqN#`u8r1d1% zLGTOqd(yP85$PWZei!L8TE(bpDH(a@GRq{dg=yqs06SC@zyK=n2Q|x1gOrq3=c$Os z^U2NVkJ8WhBuB#Ow4Vj*9~E^gA?Nt7QAy;V=zO8+Um$gN9C|56NY3DYaXJ1WLQS!j4o*`CaTu1(=hZn)s{W?}%4d_;G0wbGqAn z2XkcntV;fbSKjNWt-puX_UK~>3j%Rp40zwemmduNH0!<}mr;gTHF-{@ry@8ksO(PG zRYXKM&J{)gUJ1o~c4<%R7)H9SPuRRK&Q?vul-!-8Rx+mkc5(jz$)cCc(K@=xZ1&S( zqmc?ojnRSNgX>(^{3`zdhs`TpC4oYJg=8QPZ>P0OdvMnCkPphkavxA?r24x?GrGQC z4y)02rzWm{L*}@Qt1xl;{RmWW+nFbCOOSYr!G0aK(k@d+wh1Fb!B}2#0evRXA2WpXC>6)#SH@dcsYbqJE&1~Dl7NFBW4)yaTw`rr8f~F~z1MWvfp?9no z1zEW7&2ifHopWoc9dE<;K1}#IDhF|ck4pM{rxxh*LaWkN)ch;NoSu$i>0)yDDDozp z5=k}PF6iY(qh$<16H7@Y{wb$+AfIIzAD(J`5=)I^Sccx|_bDVQ;{b8k4hP{-K7*>f zr#7vUde;8{gS<5@j<0QdcEdhq0uFkNSFsB8{j62@XXKyRxY<*bl{cch)3N$J{{RNB zd@Jy0iGSdz+O6-4wEKCVLHJ4H4NFLCnAC_aH(J}7Mte{2tl|{1jW`J%Ec~xbYp;)MFi1P_l#hFt1*f6)IJHt@@l4>b1zb zp95Itsn!5;|zA$W^KkHi+<8kXBlk#ioas!JV} zqx~niWR1TDHS^f6biLE*vUt*|UB+fThLj_I8oECXX{h%_8M}9_TOR{>GQ}CZN%2=r z4-s9~dL^va^PJ;5TM^rw1OEU$$4ct_7iZyH&k$H>zYabfTx(i{=zQrsQGOQPHf7#p z9lJ)b#E3UL%`>8?V%P&U;#ZAH=->JM$LhHxFtjHbsNF4JZ@*%Hg&zhyYw?T4vG_N@ zIx}8f7@m8X4-nbgpxq_J&w?X~7bLOtzzoDG_ianUQv4e5rSHRk4Qt*W@MfQV2ig2d z;%^h`>khTz1SLs?SzD~vc6J>IxAK*x#_8FSThWt4lgi;Vj)mxkC8PQ6P zrq?+q%){{RiNO%GxH)}yIHb&K=R=gqrQ0vwL8+r)XV9=GCf84q4C zE7!aO;a?4SBSf_E_r*I?B3?u$(7ZY3n5ESdkS-;4<_j!>41?#GhDf?Ji^WmOe(f}u zpZphd+`-zC=fzc&`Y7Jl^5u<_`TWmk_#JoRe-oKLC;WWzt^TiTv8hgF)qF*Ii}suMKX|B65(tUT zB0vT(32X}a_u)s0U*hJcZ#De$-(6nbsI}Ad%_>PHnIS+DD{EL&D-3&p0Y=3D+}$7gWF)vN63O3~`u-}>x* z)=l*aQ1;d0olmnEtMacTmcDMsRjygu%WJ1x%Z<_8UPpj=+a{THpTqZK^8CFI!8%5* z;-&Ehqv2gXTd6cJ3tfveiW4E1P`ZfO+1ue*eC#H90*vG)aeF~Q%@dIdj z2Z;5r8Qngge>J|Fai-hpI(^iT>DN-ED;2z#7m~EQe6?RO3G)cyv5bG)SN5R&p#BW} z81P?!^^Gq~ku^8F7k&-!mz$?)?{{ypE^n`8jEQ9t%`CcnG4I;RVI+m}NUp56D#c3+ zPBB-KZp*vhuVdnPw~MmeCMvxdOOZ)M%1`XY=+cVS%1K#AN2+=o{v`Md`!?x|55m8T zJ}B^Ci*=18MQ0y|blrAnwXHdP$e;+C%s=R_JG0JAH#vq3{H#bW9pldxd@T4~@ErKd z;%=Cio)_>Ji1mLCYF-<$+ZcveU`DpKmMHfE=6p!`NsiR~pN90rid8jwC?Ut^c>z9yu3adWa;B-{DBt6$RR zffun+oj2CTpZr*JCXE)*u%RQ~_F;l&-Xr!YU z-?UOmdAnWpZ1g{h-?ATxJSnN_nlFNN3w=)KN4RKpjTROQcV#CTV51&vWPHgW7-b-g zbgvg8^Gtbk`>SS25>m1wf{hvA5XyN5z0=|!i8cQKiJuAdKiUUJ)-Gc4UxU1z1I1d6 zyoF|--9h^W+c4$6Kw*6KD5Ui@hhg!P;djM#T^II<@Zq<<+p^!r+5`b^B0Y`7N--ey zE1&m!*KJ5fGW?Go6*;4+` zE6sL)6n|!~6ZjKO9yRdY^{eV@Um^wGD2?G#`uJ8@KUIh!|PtQ61zXr^_fGG5Y>>QuE;V!_SJ$()<Rgnp0sXX{>K`i!Lt#SmQakaLP{t;WErk+$R@sb9PfdgrwcYp$fI zzK2t(cq7Ih0wYB6pNFojE)j~apB@p%KXr%7-+`vv91yw2Ka0}4e*pf{J}c3DKmPy- z_rxn(Zxd+yLj8wU!%Z6Y3n2uaxx;7JinAAoehK_m)EX~_UL&7E)E$Zb$kkJHWxu+N zIsA$GQ))6-i#DewotgR-{{RN1cnaHF{k=R*@hbi`@;oW<`gZdiaE)<1X`J@?5&r;M z`4|2QW${=37GKA&75LgIyu+<{qf@_9PI4!_mDK+L-vn3NpYTOL5BRh8HvNl#YOmT` z#SujX-LHr3^o=5ToDn47XPK92#(w?8Tvz4a?Fp|-b>am{-q4Jh@JUv=ES9%OkP^qb~m-*L(Ht=|AdeA%W7Nx&6>bDWZTp0(5X zH3hbqU56~(99Pw1Ha<@WrDV;iBpXgg1pLCQxmS@x54p&rbeSeky^fTC?r_)u9=_GW zdzVcWwb>c$9Sd~i^Y2`=tTUg|x?OHSEM)Tf73*BPlgX_ivBh8G6L(xz{{X}J1Uihf zfHw%n8`CwQVdPI>Vd2y4^HOobC>~If$nXcdAMyl3Y{9b*%yQ4T_*9)F_z!g}W&)DJRIY#y; z36uS26B==quJ!}2zheu8CE_ZM=mOiDW7bj^H{;;2@dj47nw zbL%I;vY`hl)NL-v`RV=xc$?v7qX&xoT+!M^Y~j{7a9yiE#JZKwi}l%ciyLVKY@;mW zo;%WfTlmYVd`{MtrkYPC7Aqd(mUI2%^{&%H@Qe%KRQ}HiE~|5I^AG8 zf5NK|iTZuUryYf^m2~k-$J&xC#-7dGbn9QBx~VeSWmp*XDV4+gzBHhYPnP{{T!=_N+af&fCjt@0X>*H^SE$`P)cX02YErODy`ewKhm@T&1S=&Ri83rtj zeqAbSJz{%g0_@r@SB6BYSeY?<1dgXu_{n%lgHF$U>Rf3far{N&JE+L{ zP-6j^hHEvoKNUfBy6?mhM67w;CO`dko%a1gIgQ+m<|D(X`GEJ}(RpJIuLyLGIaKq8 zBxn39H&Cx+j)dOpS=(>oh-CnBs{D^*L>D*F0e$_bUkB$<+1rlw%<0-XSi4@^SxBW< z4uJAM`qgr4`Q)_|Su}CEU<*o0#_#F>~bw~Jz;VU3CoB6YOZxZom zJ08QbG30t4I%2us+0)}rq42N8miG4&LnWJ;B3SPfv=0=cY}T_cR=1gcS5eBGI^mR8 z)Vi*Ub$vR0D^<0Q>dxj99Pm1PvLPKf>0c#$c=#!*{3q9eg=C*dy=FRn+YUxL#Q5mz z`i^~Z=2wL1R#oWe*1t2-qbOIT=+)NxdY@icX}V?prKI@hLYQA#yEV6l@3j&oduev7 z%cR}ofiO%3eg)JeWK+9v9Uq7-Zeh}w#C{mNxlJAB5Zu~G`I|?$Kk~v~R6S#pqp8OX z2tOtM%^$Qy*Msil@Ry1#qSbW!_)^d~>23Xoa35s~n%?#t_jr~-zx7GGq z?Al(FWAPKiI?wjbfvUImeWtsqLJ(ZJP+LaUqEU-$#UFA0?86d7PDrm$4eT+ut3@c! z?MI`3%)NS?73x>RT8<&PN9@V&yr1>@nNv;TsN>#skRk)-m5&NBo_&W}$O@_T6*2*ggis9!QlM|Qn-%V=FzV;iwS`<>6XgDJgHb8 zy7CZ;{TX)?itKGP-5T03k=r2(IKqMm`U+E%QnMQ(Bu@hSH3F=Ew)Un9h41oy)nzSV?cU# z^AF)t)3)O3cbFJgQ$fw{zY^e z$c^=VF77v0DSFCEuV;!y{&=evlH1D8hG1MCROBDllCmts)uHgk_KR}`piem4NEG0M zorl(%mI~0tJ)WA(WQko&X^fHqt5;L$*B4D=8s%YC=F*1 zSK~Vu(xOi6sFf@&_02O+crEl;t{&Ru)TEf)6rJnO`>ZOyvE%(h3kHgR1l|ddVRoP+ zKT%z`*<*uJ7g5fQ9qo}J3FFL&{W_F!{{VbeP4gzFBP+usAqm8gIR0Lh4YagnSsr6` z@gKxDcI_k{5S3kJ8-Y+VdVYOAxUC-!uf$&v+Q_=5l9tgPVJzIK{{T3y*ZU((md5EW z?xS}$?Xxj$W?(lCop}{2c+bODsT3Z3k@~TI5?~|J1Jfb zaw#$i`9ksdR(<8YytjfaBT6jo)y#ZXtGnqkD=n%m#Cr=s80GLfr@lIa>0HjKB$|ZT zvW81l2k)#v@l_=di)C*OX*#TBEbi_EX)EMApOqgN3`RO06}_;3gjMZp!&5!n8b#)b zF}=B%LumvM7HOp?h|qLmdwSJr{4=7<1X`8XiEd_+IaAD8X2g4Q^KMW&V>#l!HNMsL zZx?IVH!rDN&*oe^LM|>{u!Xn>C({DC>r{n1D_-W*p(*QoBz=+b@8S-L`#yX+o8do) zUfSox8o!qQC2L0vtja?}rzM!=qU1PWfo_0})f#`g+!r&jh zzt+A(x3cjPF6(~^Sr2!!R{sFd$*WeU#@4qBGFe($1#o=JeL5J}ayk`Ie_H4EuK)`j`F*+wgAlRlk$s?xUtKl490c41ISoJ7%1Fb&P#q z(!LMl0LxXdR+(RH?xY+Pd$I z{{RV(!o5j+PvIid_*(b(OA>-))8{PAt0z+Xi)~i)z&I)^jBRQSL~Omzfrs2OUGmO?6Zq$XPI(^St!?vv;Oy*_5T2XXHRzE;;PFt%gHsgJTa(hC;lZ+ z8?*h(Z<+r9?~lFuRZ09ct6NF3<4m}W_gNriKam-xl1TG$FvZSxWduNQ-kn8Uu>o#j zkb#Afct2X29}jA-yW`Vt2=2lL$LEYxk?D78$~>Ylc+V6m@=ZT5hFw~{8AZj}rnc^n zrGMay-a5AUVgCRHZukx2+smO05Ah1##^K1|CFE0D5OLV~_^+XV;NhPI+W1rc3Tdz1 zHNM!j%>u&Y?ov0CY>_ed<}>(%UkCgV_<=XVKiU_;9~14R^5pREi?rQLH>Z(z9EbE% zU#WlabnkNdqaSD2ygPAhXH1a(RN_SE{mF;nn*9?mN_dIGyidTf4bq_* ze=Lv3OWz)NkHGqyOW_o-)8^dBFJRMRYm_4#tkMT~+m5l6$2FP%00|be;w?e7Eq_(H zy}EPr-CfSo$lq3CN&M=6h;~gDp>ja`lkOiwP55i!4Nt~e$*{7L8+c%Z&wr?1KFfP6 zbs#j-whj~$000(dDykWn3i*t6K3k*fa*DjTsJ@Krz8QEMUh(&c7emmJAl_3?cXxL% zir&uMIg;XO4-v$JlE>HpNeX*k5qRgrc3N}%GWbemZ6S({V_lvT9nQTXuwj)v!)UBG zM{k_50!ep1#fzQsC&V2hKMx;;{{Rf4o-Gf|Np&l^6J^e|GJV;n!8;>UlN=c;ncPb` zEnNC**7_trYnnz#)B?_tmLokl?cc6CSI^FkNnJr|`k$;|vn;y|<19^87%gpo(Dfe< zcoW1Lt-9R^VuBJg=iXgM0)BEZttas3fV570QSl1Q5JqkEs2=J=><`Hw{ykoGr1+W} zyX&1j((-BTVp$Au!UvkAg6>8nhEey4AHoS4!LLH_=YVzCv~}^WqwwR0 z`i!lMxOVOr_pKpZS`w@viwM_@7~{!}_wmOkttan0A6bg=Q-?5gZH9xXFEs7?9Ywc^ zehmC6@YSb|H9rK!bANt3&kR}knS{dOGq>&2Td5KKln_K{`-Q}dj$)2L{1w;6TYnOG z&hx|`Gu19N4OZr1J?;I?pt)kig$*EJ6;yBn;|c%(00NIP__3vU%KKM~#9lq|B>JYQ zsxhBYRaHJqC;=keybLFnpeR&80w~&`4_5d&@MFNbSAi$^!|?+}Yms?)+HZwCJ9|5b z^*uu>#LKWL`yH@#X@)_Si7j`z#e>@D>jZqC;z$_?6-rt#9U*)BAGo z%2_1NF)lgB0DQd$00RmDPzO2S-vM}=;tz|gJQLv!CGT||R`D$~`$cV@WX^B_W5S>r zEXRdaW;`j!MGU(ELSEHVT;1)in`(T1X~uj{n$wmZwkm$jw%k;ji*2^um6q?&_uu#< zU%;6)Z`&`zzZ-mWszLt%2>$?sd{d@`TgGDr{=0V|hflM?z%ha(yO^EZE$rkc@2+`2 z+e5`)5U)NX=)MQ|lc=Qnj)CB9KF;FmI94{5=bq;Fe=$_!aJadZ3gB(qw;w65K=2oj zG|vin8^!m(3^jOX@MppeD$dtK)c_bl=f2~Q%R2VIsA~2m?^qz=fRZa2B7k*{&e|cv zG=-x70D{128hifN+K0p~6k|^Dc8>a1Yvz7?)B|;{%6Y5GquO>iD^Rotb6cIe@gnl;0K2OAz1$a!7M&2_~XJpE4_kk zH{#BPtLe5-Tz=_}p8%3)37*e!YV0w{h#%pvkgx8hwh@@H>JB9*(BvQS2j0Hh{hB^2 z=zkCY0AYWG-W>5X!F0bJe$c)y(Y3X9#_KseKc-oRW9XAy#@?As5R zA?yj}1}CxO+}D{kzn=(o9D{;A>KP&184@OPIRtQPk~JF9>~7<8OX3H?Z-^fXHFKl* z@59pC9RBKM`Qe;)DInpq`PNi$7*rrYJ;3Q+i}2IquZZ*w9efw#n=#@~4KUmNnW#SL zE!X~-$k{85=V{~96|=AW5b)29blH4a@E2NbN+{IHdEx7?miEkbI77>*^%)-ZZVF2A z1lrv4Nr_b3w-_6_=~R3(BSXG*`{qpUF4|x*T&i}guW_xH}-1qT!K9x;XlKhEglF{g-e;$WRrp1Llv+;TKu8$ zE##M1&Rp_Xvwds9;hJi6XNr5xxqa_X!1uVKvii(0@!AP5z|LY__jM%kU2cZ)#*kVx zq`6JXsyH6!(0yx@vW@Pp-tw+rFef! z@s^s_a$T4>Q8`5gm~qFqQ~6h$R}oH>d8M)J;qds1vgM1r?0I&#w&K*Ss+Z%cuOFY| zT+_iIZM#n$YumLihB}G~?d`3_%yz+i!5ZTk91MEa1+Ry^H>TXI*SZLifdr(Ec{OzL z6lWXLcP6$Lyk}~P$C+E{*Ozh#?XB6%bPBnyi$l>a^n{RJ!12i7e2y{2dPwmmgBwP+ znlx7HZZjE;0+MmZBein+&D7WW+guIT23#y?7w(RL0q7`=Y0c{!B3%kp?9{Hz_>`&y zUI6V{{u=O~iF{RY_HPep(_OIp-csZb#-_ILTBrVf<6v! z1;-V=!HsQh6bO-q9p3b?%}z|-~ntyW!OjjWOv zx3e4qkNnwL-OPLSLe0(j~`zZQl~xFDrt0Dtq;>M{56+h zu(auNTUMKUy&k8FX#OSDZR5VuHF?E_)wDrZc=_c$IQQbF@otrLJOgs~*DTXXZpDx{ z1CP}4{Oi2SfWL3{rfpH5qjI`JX=7+@xB?vlYn~18^hWy%HZ1YL=nC z%W}#a_;X%ka_b(jRx`rg91-=d?%p?%K{@H(zf!9+{8gvhTdY#R8RQ@Xf!49F@;N=a)^4;KYgL@NUo7Q7JxyFINuwNA9u(7P`U!24 z3>`)mm5Bv6$H^VAIv)LM+(t!GVz=aQ2|EGy^zBy7vo_=tI{;4Ac|$5b2Mg05N^}}~ zu?1I>-!ovTQ;tSYe{O5+oZ0XyD1joHMG~N8lz_O09Mgtfblq!DCgS!;41IE}P@kwHky}vdM`^O_R+t7s*I?2A$2@KAvK~1qU56-1~Ye~nO3`CGd3&oGn z^sa|k(sb)3glM-nbHyYo(ln4XPZOS~MpzO!`G*JEsa)AfC8jMRo=bo}S6H`#GBQfB z8RNAsX(F^{al6s%Y+87sC6#!JFgG#BLF-se;thLKxOhjy?NQ<6i7su>1sr4efvxKs z9ctqI+u!Mb=;;_KeDf`QYG_XRO`)agNU(8}OE&Dl6?$ZpQ7Nr4JviN2K^0_J!7?6JB_mOVgue%#lTCS&-wQ z{43F?@XUA6yb98JHz(#0lAL=sMhst+=Y4)*sW*dn=*-}_m#1Tzr0Be|$*ftA!cmt*n zJwL4%QC_@=BfL~{aLFoeNjh=r52w9ql1jwAS&L-W5r(xkQ^pgjOs5#CelGBrg}ia$ z>z@wm)}DQx$O`euFv#D+=yAgip#K0vT|^d_PP;Cm49Irv18E+gd%x1D+e-$pvnG|O zI=nL&q+ci&Rvm({1p4ujP1@FAlfH+;{{R~P4eNgi{6qbpbXsdUiG4RvMZ(O0{*F72 z-FjDZ`!asj+SkIpM&n8G5VpP3HG4s0u4($LMq3?b(;$d0;{+45@{+D3iLlB+74&zG zybs{t9B6X*OU2)3o+)rh-XoGZJ34n(9>0O$*T~-+J_7iQ;RdIhgg2T!%i_aTjWDnN z!{daIdUQQUx1BiD!_`%3X=AZEc$!|$s@(erLAldzbVKn!;ho*(-jk*62X-K^OCo@-gQ$qKN;C?_G2hYcG7jyPaNeRc4g z;_t&BjTZj^+P(|bv_Ayv_YIr9KJPGiXH%5_0DW@JqfW;sa1Ch0@*w2b(O`2N7Cs7= zCrNicdl`bp;3n$f-PdlP@DATywYI)UY~ziCT-}K0V4+!2GVZJoApE;XJdBWP#m=2! zsE;YN5*fdRyV0!J_?p||{hhDIKMKvHY7pp;5z}=hSZBR=buryXaHXTW0yHYJsbytx zmN*8w8T>rSBRzyqafQf&ShidN#xTFeJ=CA27@V&aMLEH9N4oz2BU~nFgv2EoK3P7G z{LV&g2HQxSKs1ZCjmA9XK+&A~W`k zqn+{1wXKX6S2p%WJ-VH+U{{fu0PWkFwRfkeVdQ-WYPI8MoBK4$f2S)) zZ8Q@bg*gLcsKjkP*{$2DB`}!nEzkudd6FI!{vAat>ONbX>uEkiBi>u7MrHYvpXtSN z{ur{ke+}7PMyTo{D7nUPvNDhT2D;msl=#H->~)giXD*4P;1({G}hTrlP)%u<4X+>oBX!&Vza)a))~ znn_kz%N?HF{&hC370tbj+J3H5TS={+C!c0!W?)wvR1x1f9+d`(;@d4xLbaOqQf>qa zl0}2PTpf%Lq1+GSS=}~MRz(}@ja}|G4GkI)zj>t_i1rmiPl)zj9?|X}#8$8vY@1|~ zT!He8{G^`UaniLd{3WewPWJ;@c8s|(A%w2Q{{U+}e=5qn@OYEN5^0_wwvO)F_S0}@ zL9nuQQV$1%o`HT>>V;}e=#jAM3$KET@J|z5Z(OG3k;3Dh8UIV$oD(pIHdXk)ZabwGk@a^|hJhxFV zd;0$XfDf0U^N+{BhQAqqVV?_XfAGIP0P5OCtK+YRw{mzLuWc6N$%;v$hVtN|msEAM zGbYCylkEVIyc+mQg1L1m)q@k~`@ z6SOHBlatBEPTfs%N~?3tw&XuOLuV0Q-#Ut`BGTjYV%64TIv%k z9ux_P{9pnVs=EpCvt*LRPHtIpS9oZgR6eu zKM_1Ft|hV4^eD9PYozFjHt(@UWOkS{00T_rS9^d53I_mJ!*NF~)az|+ZcDobL|#cg zmF`~(^c#&Obo(oNwI@^r;w$*La7U2lVC+bHPk!p0^ z0T$vL_mR&cLR9WO@N-dr!qvLJzilD3z2ydXw5mY&&u{UqEe5Q@@>-QOZ-XWcJ?=E? z$d*mHiZXzLe>%0`{{V=-G4M`@4}#>-(XN_MjXVjJ2u~aeif z^(!k$UC3WP6lGKTV17T!wESc714^30C?UFx+#m&;aL#?keg6Pj;jf0}S4V9eT%5PD z;kxI9ymR2GA&14j8oRQVK!zm>WLFKll#z0$0djd5+&yX9f5qPvSlXm^UlR38Xhdc9 z3yHu~2WdD)Bd&3dxb0rY@bBZ)8ZU@fMe!8v_Ib`BazP4vXFOwp&{wfUpA5WD09(%t zXxGO)EV^_O0(00f=y=b#=C~djoVSVZ(BdrH3atvy^FAx_CyX`yTJlxZykkAo_VE{- z+{-hRPyy=wNe6-6sX=jmmvO^!eRR?|+^K73%vpDB1Qy2xgS7X+^%eId9}j#36gzaE z2WYU8QOiZ7#4yMRQ_Au{Bz`8T-(2e&HOXjVgvJQvAqq&&?r=C6=h*b9_7o%bO=ZLx z&3AWMpBngzJIo-ww79pDNSAz9F&N}c!}yf)4}YPr+28mp4eS2bfAB-!*}L|L>}TD9$NEK(Bz7-flV7xlnXP!!QSk`fi=>WN_Y3pOUL(*t$kiqQAZO_Z?2E$ zr|NtzVSlUCiuL=Q&&T+_7VCc#JWnQ%q|a$-2(mXimaD1HB2NAUH#tkK4@yHBXhG8XRW0hW_%FjQg^1!56HG>+L{ z5@5WKOS;n(yl)JOWs4*RXwLzMd>(n|YteK+7s2B{2--^p&`XKoQpH%7R{O2;^!CT& zj`inf6kQBdmznA1^<8Qacj$1MC&67N<_PTd4Sw&=#`yvSQZc)6D0n%*89tpV{kOuO z3+cC#O{Lf^#DZcGt`s_;`G{3e0+j^)Y7Y=XM7!cBsVvOf|r-|=2dKzqN z_(wvr_*JD@c)P?JeXZTq{C;nRv>Wthx0ONIH5-WcVA`Xp5XFpK%A_2_9Gm2}@n!Uv znvaWhyZJR6y-dk}scL$FGEY00`I1Kpyl3vHz)%9HRZs_$>OU0xSL2Ts-T0@(7n0v! z-O5^Pg1%X10aXB004z!XM2$dHRSKX5u8&XBJXzvvX*@0AsD#(L?ZCH)NabRIFwHBm z=%|Vr+C#uaZ%kH-HdiT0Y*6sMtUnPvLng7S+|6sD=^&ZNp+;zn{raf8E8DfuIe z^&>5XMkBxQ_lholCVW-!?6O%Uj+tS7X=|nFFu5@4_AtoO2vnS8@XsTjWRcz5mca9` zh`u1vtS+p+68H?td_AN{TwX~TNi}=M!byKHBZ7HYkpBRyhynMR$?JX@O1d@m_Oa$- zOAS8uNXS!=?-+$YS#$VSGFn`?%Ucq7n^b*6P@etSnXb#q$mav*a!DttA2(X-uQeF{ z0(=^1ZJlEApO5r|`@xlyL-6d&(N9?JZ^n7xt&rma?z8*}qiEAv>faVTcclHV!rl?` z1?`JDMb+=-GJT6mLOK2Mib*BMDQj^_;U)Aqx@e~O+5@s6t?5?_2Q_^o%P&cU<)01}N&M#IzY$EaD) z><#JXn&&)kr_FWoE8x$;6hq|bo)^%p?qe)UE#{+h9;tDW*_Zo9IM1ku9OH{V1Mv;F zk3VW}i2ncy^-GYJ9~N#k%^?|^DIM$HNp+{oy9cGz5U%cUvYO}1rF=q9?I}OK>G&Ro zWS7+)zRQaHmcNPfJ=$SHDbDYef$VY9>C(NAy`o#{S5XutCb>-8Uc%nH$~v(B0B*Ryj~@**OMe%~d*KM5`vb(VE%%3K2Zf4L zlN)pyjkh5KrYmDiwu{FTuu#+}EX7_m*GGuDyDmZ97FjCuix<`JU?C;FaQa z+Q{Vy_Z(NM{>~q?72kncUxZ%~tlM1h4z^9cqomIHYZE8S_KRjbMnS_eeb(Ea7zVBv z#xePt&BmZ$3MPLrr)6?^2j4lWwwipfk>*Bn$@3iXgV*`j1v=8FE@X7dlxD2YSNPrg zFlwI)W0%DK7rr{@g`VZ3O;QeIvv7He;YTRLrcVSAdJ$e{aiqySYcz2N3`X@B$UIlO zcn9KFinQMeS$sJ>Ypa@^A0<4Ry7ZWpAWt(=vQ7U z_#lSX_#u5~!FMtbGAv}X+a9i-pOFH)DngxIY46+oj9}#-i*Ek_=6v}To*w{ngN0$! z^Q-z*{-L4jQR;eS{=U`Bq->>4vf70MQdt01eTLY6~((oVkI6a7i*ya$fn}XhX!@Ge-bKVbuQR#%BJiVCnS&Xuh)-)x=ru=6XX5}4K&lv_8u|)qV=P17|z*Z(&G8_OC?^et*^9$oLQb3PJJZ{ycng@mIyyk-+gr zzjvuytMyA~eYVPf-M2_aJ*(s!=}gl+r}&A*dVj}%6ehK=+%#+zc?zSVsNfIF73Ff0 z?Tlc0SAJDRVQ^80WO+HAcZkMHec8A0`%L?0xFu!Ci3uEcJPO&cfW_lUgl)n`%YYYtv`)NRIg@;cU)HEhm}qLHz2xk~0dVMcv( zTOJA2#-FXjB#d^kBWUmGSh2sHyUd%t$*FYK5Z|nbc~;8vToqudQ*mdtMyIl?87}9& zct#H*$IPA)=FCgG7T~ez`2&iV#~%qazZ7V3%cjP$-N6?P({SoR$9`)+!n%@QXexJ- zb^=&-#ddma`AD`bgJ>WO`eMI6#NshHO8oTQnrG1Fb_S?PBm*V}Fym=3b?q}D$L_W=ERqrm5&g>JO2e++z4vM0CIz zAf7*#7?`HC^4#>W95)=XPNouVH-9_X`I(wE--xdrMgIVX?rm-1j7ubjK*7DTz4)yA zZCgy6;xp=I`XL|LR6oywl{{zs@m?Y0f7*NEmxO#%apCO-SYnoKw$QAR1~D9wxDK0% z?rYjl!Qpq{O+Q4uxQbcAEc%uB1zqNBk^>IJ@sB_##N@Q_X;hq)V^LXKT{mo;ClJ=h zN>Ha4DN}cSHQ6uB^bvgw_TkH^1P!Q9QC@5D`{CAyuXtkXQGzvHL1AM9p}{8|E2_V< zywoi;+dmI#E2mvs+^SC<##stu2k{-M$HhMj+h`sieOA*_eM05qXrX~X&m$Xv9Xr>L zg3IwZELOYUZB53mvrYb#Wj77XX`6`^?|&c7>U`sbx(YrJVEXHwv1wW69a z#Wx!?^@}3Y_k&sNg#DU>aAZHz~q?C6Tp!1^JFbGUD@Z1Q?2qM9wa;98ZRtoSeLOA1O&z)b2KNFr z$GL77+r2`Q2)4AhAbi}g+mW2`FbO&7oOY`dTg5tUO+E(%{_XCtBhE%X@M3X&8?yQ%zHeROpN3xWBFl+ zzv)a}LR|m}BXM&s0oqo4uyQ_!lh3t9apC)$%Y;K}e3d)I$##k(Iq9?l$J4)4PKx$H zaPHRj@6^z#YLhg9T8C6F4zM1b%7s~|dmkg+7&ybT$22Y>|xE{2}y3}Wi zM$>0VCOO*jTltC`AOcq-f8qZC>w66%Xsif}_fUCkI0khYBmK}nUew#$Ya3|9x2#Z=e4C*jR%%6|{)nquEu+@{N`8Lb(k zoE&HGa0tls^#mHyj%iv_sUjk&!hs-iPpQus$6->*Z+UmPO>(|k1BDT{1J!{zBe@jJiIq ze(tMl5ZN>E0Gd1jA?GER58RR~hOQlN1Ev)^NaDT(f5At!%?H9z{37_>;hi(Y{t^$E zv~6++meSpiCGD9An@*EF?t!*vtY*HM_+#TwgI^JJ=;rt{@xseaSqLfN4~rLpZHsgA z+G|iLh;#RT(vUZ)$R@u!z9)Pc@&5qA3-7b|r$`3Xn6190Yzx~>^lmnsbG5K}=~!ML z@m9IvTj77<-EQknoE~Jgn5ZY*4z<^U&av1B%Nc3eo_04R!Q*}FS@%ck7spQw_}4+x z^t~6y{{Rkd^hVWnYgnd#5=N%d_Q%ZKD_QDM7J}#HOeskVe8<|gpWvpC;%jkz;SUj* zBWy6T)Q;s`o{Kbj#{>9><6jVb8UFx+i~N81NogjJVXnzGmvVp8^!rIfR<~onoo34R zlM~;3CqCV4-24Uq00jp9oqSfR-Z1b|cwYIAWV!Ixp*D!b^UlRfn zC&sq%bopfZulNUzEWbIxB(U@5is;Wq_@VH3#Xb@6UaNbncy94wT{3)LM#6Y9BVrGj zpzXoOrYeoKyJ|Xhwc_f2ThDHiY|b(nLC7bl+or|G1@@) z{x-R=kjEMXT*s+tX@j&5{C;(vOeR}ef4Hu#=5$lcakQcP>JI)_K5*1DEBGgo zI**KXj|*tJT(`GT%?-p+SX#91%Q77O)j#slAM2X?7H^7Q@Jp`-TzOij#czd@v_t(* zh4igsUzdZN4<^DW-=9|>QCR*V{{Vul{{X=^{sH)n{vh~Az<&_@NvW@gEf|f^o|nd5rAZFy_EA_x8fi8CMUspFMw19~L#A7ivkUYq#k$ zKuNQ-fDvtJo==vf<(%gxM#~a&$4ce39}!$hZY|*pYiy$l8jNx5qp#Mp?QQifX8tWd zN3fcEi-`h36j3yi%*Udtfs%cIuQqk1E#1#XofRERR=U;0>h{;#jngbq+$5VblYn!$ z`qyQnSbQ?qCzDjy&BPZMH=Fh}*+&HNkUD2M&#@Kg{{RMmU~PL^RM-A6>hbBYo>xV; zxKnWCbBW~{SO=<&&)W)XwDHI6LE-IPk+eIP(F{$qeWq?itAG>;z(bx11h(VUjtQ-( z)2hAcM*g8bNof~jrwmlQA2gi0@C8J2 zD7WuF#M)WrCuOI|`Mcrewcm<9D(UNCXn~qi?7Oh4s)Vx>jt9Ma7O8XL_}u6a%Ps86 z*p@vq01;0E1<1#!Byn9Or-i-{_*YPPd>;;-4a>%2noCz;NH{)TM&jA;h93PYmEVT+ zVSgyoHT^!u`s8f`&57J8#{ov-G0!Er>BcM5rHA$u`BCN0tE)a{U>L4m?mK%aS4;{3 zcy69YWA1pt1FcVGccepp&icKL&Cfv0s!rGmO@S=fmhDx`$BJd_i?{a-1xSrUxU~ZC$I+893&tbEm2$^0m1xseh$u)}LwB zHJD{-KjoFQ0sgqhPpPc(bm^^wY3E>Jks_|f&(k~)r(9K$quax%II-66%*a1@w=*Cl zgVnH3IpZGG-9pbQPDv-HI2A#>8kbV7)xDH(p>3>gzLf2GYmgo8@RpNi)&D4*twP z0PgOFuj6lvR$eTc2jfTZ>oit~!yoGNnw4mTQaIlPYoFB$nU|g*d|Fy<$h8TWi)=dab^xs=G%fEnu|LfJt2R+~tCS z$6#^k#%s-~hm5pH@26f+JrCo>?u+7|3hCO0og888AMCRj$^QUVBINBFvADE2wA9{X)|J*)l-mHRwhe$79&zmL8ZTv-@xQ(K;E1uKBi$lKE%+gN^8 z;9m;7MSG`PYCaf>>Ed)O&^Rldr>gwjIRiNDn*D|U0E3o)XU`4%Tksdd5BMn;!WB!s z1IAh%q*vE)E=DDYOKl?&>WonPt}F5*!5RmJbRQF4`1i-!nU6`dRYcP4?m}Mc6R^tK z!Pm-Df@HZMtSAmQ$kE1obI2@49vGGOxAp7zqB2^poLwipboq4r4xZmcvyRFy8FtZH~9obRBtDgDlz<-{#>QVTf{{X{Q3Gn{T!6MafVgCS%jzFh%lx)G1Pmdg{ z=MO)8kq=1Z4bS)o!!|w%@XTKjbvV@B%OfX-t)z?TZR1loTT9=G-)y!`q=9V}(P&g{>9!anP(21Zab7zvy{c&b zFR}5Km2l~KZE+R-tl*GRWN$TC=c8`LcOSET{lAC)H)#5}iA=V3_tz#;rvakVZk!f5 z9OZI8mF8~pTeJxgBM`=47&}hTGC$8s#}2tM39gY#^ExpN&kFqH-{6k3_WQBX^v~Km zQ1Q2hU+8?sQG8s}+v2zEui*ax5!<6nf8dW4PvL9U>P40AZmjdiK`6RG z^~Gg>!Avzlcl&U7(#|)+Xy;4PVJpB@w9{>17{^R`X1#j!)TXEXYI#)W%Suu7EPlqf z*4`oU=B4nW{&2S5H}J*wkO4hsG5OZVo`g#hVEUTlz8!eeTKHG-62rx@LgHO6^EWV& zl2aumL+(KGcVydcbgfR_@dAtt#OlO;AQ4`Z`&9T|!@_?awTIFI zjXzd()wHJm69vkNS06%1{3~0@;S`qef1msll{m*1;`W;SSNsM+`%?Tnv+#GtF+PJB zZ4<-^9d{3E*XoPbNKco{z1 zrVg(qgqiarCvtD(#B2f$W85h7_8{{Ts4v(`e4NrmPq4?TNi z_B9cclr7b2jT97TceC6Y(?iz-O zyfJ**CcURiYjFYj%!&2nXNDQ?>0LGEnQ;!dtziCBi^(MOm52e^cMKeHw{w0q>Y87P z^lu($@pwbx++e#VG~IYE9wEq4A;HJj^A%p!m3t|>OTS0zTBA~vyjA1dsyI*B*Y;M| zKWe|)d%?c}ba)GYZ|gC`dor*3i$o#rB|LOk)y{o!UtIqH!FzvcpAUGqPyPwb@T$}P3FG@Q{8Ik_f{Xk>wYIy} zzQWoE!#MVT$JNB7C}j2DF+fQE7@of?e`#+Y>YA3JHNLN@z3!uRb1lxNbt7f2E@gIk zWGB^~iLalje0F6TYgG;XPo$jVmt`00KiB>T=FbrEUavl(e=AJKGC5}YXMt3-s~I(2 zMjIH0OpXUm)dl>|J=4hTl33)9_11hU(jt;ejdJS&U|q42K;->>E9#q2jgj#-bDpPP zCY-jqe0GpAQ5aPi9-L;m?RI;V*HXq0ml0za&H?LPwX_kKS8*JWcOJQ}dsonJSH>ey zhSa)j0|XAZ#t8g>opW6?rKhEe`h1g=5H-6DFJEtb^r>v_QQciwVa^k=Cc7v+EdYWg zmu~lA`{wDtgZXj5rM>u2w^qp%6Nr{J-p2%-p53wQfn0N~Mi1V0JsNZ|GD*c;-1up) zD#A4RTmhal{9KCkdrO6XpE)=?aComB(sWHr!@7!@48dbuKwBdu54=hB&$Vbj#r;Q0 z)Ee9SJtwxeggwo`l#G9}qq+Y88u@I`E2)aA=R;ecVU=eTu#{ABIv$^We`#rP1=Z0k zqDEI$87!r7v<~FgP4LT5n@@Yc?Pc40c;aKuM%}no{{VoF593~C;g1~Ic$t5d-cas)tuAZFqLbSn#jwS>F#eK{OW=D~wNi zW&RL8mGf?eYPj`A3hq`%)~rPeI0ss8 z$z9y}6ZVv~w($P|#;eOMD(t_PD#*>dC0zW(eiil?h4m}#N5J|XoovCHOL(sJ37m2i zC?I`F{#EgJ#Qy*c>u1MycN)yD*P5t~Tb;-5$mC>x9V_gw0xUWTCx&MqI$A%NEx{BHsj%Em1xC-5x zo8#A(JtF4*+V9J{Sg{<#ouv8?#-FOj*UBJ8Dyh#MjdGqN*6yFfx0aWAGetCNljnEatf74nb88}q36^HaGU?noa&#eL@t)~Sib%b#ek)co^{ zaMW;Fd_A7>f1#YZWt`F&>~7A}&@k&)?EV?}gTxwq(m?@epu?FEWHIccAD`h_HZ3F1 z9DA|3fFGTD&xo%k@UMZR{>Hg6Y(TjjWRNq@`R`v{ip5i-D8rXo9}$AV*2L4C`Lv2V zYb3UtYAw8AE_XMVoF7cN>UiXEGglVM3w#!lV`gB=SyXKw_t*abuCeU3{R-++ZKmt? zR|YZr!4=xM1HWzAJoMmWwP{5qj2X|xB_^Qa68W1ITVvPZ5-RH^L2O}qh>&XC~J622=x_FHdFRks_94gz} z$Rm`Db=nVZK4V%Inw!Zf@~{zHs{q15yF3%q2h$z>Y26D_OHESBMlET19N|XLVrD#J zBj(@^Nbk*EvWsodm&$m{jHucecF0^Ve=~#YRP1#fV(NDndK|Dqs0?>+e+$PUIKqTd z9CPXbty^V`N48W}-r%nA7dRwtCy|WPPU6^@O6GM?%8pxVhG6F&yH5x6&+A$-O(}c%)PYT(REW7e6nmfXQlnCT&HEetJ!Q>u&FlvRBsnbE4{{X~ymu)sM*G@LCZXH#^c=YX64b)6CA;RszLK(51 zS2@FdF~{jsB(cK82}0nHkzG>b|XudPsaR4D^XnG1Y`LLJ!WkOG1__dlI7L2ah8>K9Tv$e<#; zk}<$N0-|R<`VKQpEND#(MUfddlYzPI_n8Y;2hxRJRh%Y_o@*D^V%UI zG>F@RWm%PTi~vXKTkxsG!a%VqkP(hKe@zEJ%=Os zPI~0@tjnp;-Lwji=Bjy*69+;^X57ObxWiNKS++7ds(^AqQ}XsW9E|&(cr^;yi)Grg z72dyft{Y$+e8n^E?eyZM#j=#FVR*Aj(zW|}Ak-|9Sf^5xB=H7UUBDgT{#Wcc9Cr1u z1o(~n9C%w*GT-<EKThG0NAFUNL% zdU{qJ{{Vxurn*^??u@g7N=>LuB00br*hw3@=olX7In1ob-NW($Ir55 z+A+axjN5zh*N%d@okR9I_`#>iCzl4DaTIP;%$Emm9;Asp8_s`%Gix>MC8)Ep`N1!awX&Ia=|?JWd{tjwj{{{X<6yE~8Bd*cic?uWy6g@6YL z%uWw{5mDRz%-^ivJSr||y(Q`IK`7aE49BZa@<5g^Co zAqKq%LDu!Z4Z_++i}3c-OSdGQmT{^s4;gig0(*VpN%yK$8`f^aa^=|`S@6I1I{1U) z>&4VOaVXI2`n+?pwbY$B37xU$`_4u`y4@@2ABEoq{uO*Kxs^OHu{HW5CB@XUnXVZ~ z84UPP6yudZp!XHaPvX5<1ZMj7e<)*hl7f*j>GNP^$6mZusJw4?BmtQsk|n~0+q4Y* zNc_1q*Ge=g?YWedS#El&Yql0QEft7{-a@3l*9xjnUXGbN3|SvN>kVTl1Fz5(1vvCr14-1xrcADQglW^+=(jzEd3Z;}{;5dM_7U zNgm5AbqyWNZL}N@-?Azk5sWZHjC083`t_>% zzxH0MX4ZP1q-}oCgg@E!GYhyrj1^p;(-p~E>#^9#F6_i&X?P6aF2H@q%*P|AAB9f3 zhN&!=mKh#aAhs8zjQSpHJb0<3LSddW7z8{0t2jMy6^CJi&!-ut z3%HuquJtc6TX_nfGU7EoO5n31mUSdxa6shoQ+U{RWEz4`HTlzHyJ_ZJg=r6**}%xz z7~36l9xC{MphF1MZ|#K6tQ11meq3&Q3<66I52rort!-jRts6|!=dpkgptRhO-0`w6 zl;nYiJGu{CQps;@B97%GK_CFN!6_3S$2{?pKm%{#O3F&Zvqu@C_*B7aw|37BvMI?# zh(-`&pP9y3-~+(#&MEqoJ|t7+_;*u*p^-Mp1W_Yo6Ui)FaUF>mIqAi8a@|`k%Gz05 zJeNQa<|_$j3NkXyBjP;s$>*Li%{BpH6ms1>{{U*>w4Z3yaG-&lm5c=ooc%bVMOwnt z;I&;Tp7>hbU1}ktO!<=BM!Q&bT!Kb_6M=!6&6yKR)Rrf;m6s&^`hv;>90CfWvl22h z`gX5EN%Uxc((SIT0y)o<7%}c_3=D1ECq2dhIL#yK?WI_?wV;gLO3U_ixn>3>JtTM{ z7yxmBBa@txwVQ(8<5xJFtC=oBh^{THz>_I?d6)8?v1r=Rt1p2P66_e61#>;1Y|Ex z*{Yf&>b?(<-1uJNOZ$+_8d+VXD946nSaY+S^SBe!fs;_2uc+KnR$WH+E0wvE!#Z}G zZU*TtZ$S!GMpP>78@U`d4sddKtnDiK{9AMVpANANy!)GLU)?MSk>f1NapkEavCit= z)%+Xd4;G}q6#Q`-Tg3u{HTCVxHi6Uuh|wf0?s1+YMq+WC3g-2H7x+^8fAnhvvxf{L zxDh+b{Nxg5Bq;Pa2lK^5=Oxr}gjuuV{{R$t;`c&_z?x@=bZtJ~)l4sPXNpNAB=W_H zDx~LgmIvI2Ip}?jc0Llf(O&J@uLR+;@XBFX7z2^_ zP!g=f^*J7()c*hzZDQ2yMdQx|X3_RShTxWvUz?xL{;USxemM(+u`WmRK{{LW9=77d`;x zKpMX+cmr7QuZVRI3;2splGjwxFXgtnw~*w8$09!}4(PT(!U9PoBTfJYdSO2`j=#}(}1qOllx;bqs}UaNoeJidRc;?+g7(Vvzmms*3| zY8$1UoHpSa9kGmayJ_R_9gR((cs|nEP2}#z$y_wCsM#c}e(Xq3Ry}uiP)|WxUK#M8 zi>|ywdk=-IWtlB(+UovYsv&~a7#EgjauOsN1A7oM%Dl5GoSzkVmdeIxtSlrK5(oL@ zNX&kIcmV;yjR4>b0&;W574lW%DsyprpGgLsZdUQ{#0^VOxG%mS+g2kS3IuRMoGfvS ze5$x0dh&XbYniaUSnh=K{E@r`(R=p?BkP))_(!Yi(nQk6xh17uLZRm)J@7dED%Xd+ zCw=2@7h7l^8HsmXF^w8>QYaAtXO-I+NRbt!c0CnXo|S@5+K}Y=k4*R*ZQ%ID$HgCt zHeYM-_JUOxOcOLMu4*g`+v%~o{K$llHhBRBEzy7?Nn*^NF8G~yseD?!gHgK|3ml7X zZg3Gqih){1RQVKcB~@1n6o3a9u6M^8j+^2S5orDh@FL2d8PP}Cw4rdD9^jYXaeXr5 z<(6k%>J4v}^48RsW#z^Fjywg#oP)R=Se-PsNv!ZTWm5ac>-ja9hv3vxwu5Lirtf z*CXQ_Ws=fJ%mgsT6LIB7Q6dDc$RG0 zc*jMz)HKi!O-D_;itZvh@?sYW)9$gapFeA_6d#CRw6DY;8Ym+h0 zdbjL4mtXMMUkx=YO+dodJ|S6d2yzLAD5R29J^pCbl#Vz!>0W>PVfYR&0{+pyH_|Q0 zHgjuJ-&io{&|Knp$mfxV0=;D}Y8LEyQe3n3JfaD*0AP9h#PqLb_`Rw(jX!4ZhW`K) zkng(Eh0lgHX$x{1+=(D3>k|*i*NheN^6bAVfE*GyHR<09FJ$p&z%Pj33`>(OtahFy z(<9`a*6d=O53F)2Kkn9;SIp&4`IGzBsN}^b9!iVswf8+A=4Jc|__-&-?~67*HoDA~ zgEsoKSkC)NFtTyqZw?3hIPYGW@k_w=-VE{0)}5!azMXNl^GKBmD)!R+%e3*F9IxOj z=PNmyIWng?Jr8{U09yJdz#8cImGBxnXMZr>spy~Bm zuhi^>`75bCo{#i0pwmQ*r9cF*BqL)ZJu{v=bK1Q#;7+Hf_)}V+NxfLpPS;=-_mM>@ zD6Dc3fhV^@de@#=-o+UQdf;`=eZFIi`&U7vT;+g|JBpU`3EWhAbm}q3ur=pGa)i{6 zQN}Zkjb9dMS9&(JabtTMB$jeI&cg(R&n|L$5JoG#{gXZfYhSe2#}5vC67bELY4yAH zj^<^Jw%Xe-Gs?j6g+NF?r;fD-y0CcT;p`qMQJc7b(6wAS06LG6*bL+m&pm$%`u_m- zak$d|0N|FNu+FFZVfepGw_l0>01~18$oONUT_zqFm}E{=@~8%9e%n$t{va!lG@PhY zv^SRDGttVU8nrp6qK@Wg{1&tJqwqDZzoY)ge+Xrc4+MM})6(AJC>VKnI?046Q;rzH z5jp<=rjs{yug4FGJ}H-3)u+8JmX*%ao`XGW(*FQxFN>O{wQ)X`aji{xaXrMBTCMc* zW$vydV)97GyE77N!f&r6yPc+Xc1N2=7F@-984;aTMh<>bIRoFPAPVU;y(Y_1 zog$XpZYL}I!N)y%U~~C%Ty~joS36&RPs(w(<>)xBv%?p%eY!8+XZM&mQgfaO$J39> zvo=;bt4{{WsY4RZGEj#*R|C+GOyE}G@cY@x6N`QFyrEV+fs@o6k=RzJhU2$rmT15s z2G&v0dV)H0)AK!RUMoj31f5rLi{xZHFR=IgIj=7phW3i+_AnT)X8BoC5vDlH1Hs52 zE=e4ElU}Q#>GqnP(3N8WULifwFzSo`tv!KkvGv7tQQunK+aZ!AD1#El%lDXLwmNq0 z(!4s^l(5yV;mzLX(&4gr;^=b5ZZ_J+H^R7lOJm^JXO`yPa|Ao?B{^QdHz%Mco;@n> zi1g10__|9U7wh)#cP)lZs>_ocZN^Amg#Q4AYIq*s!y2E3^-T`vMur4?r!I&v#{(li zgO8;v_$L1V#2y2WPqo#4$S!03^~gZXRJL$EIIj|{@RP(!e*?bjvpw2$vD9$!r+#&9 zywUT|$7^Wi_<`Z=R#HEGe4&6j!tV#4z}L_zt?Aa$$FP^)J_a?9SBg39B{?^j`N8;U3Tg7J+2ra-HpK$&nc=z?-*LF7p zOC5rx$vq&Xy>5A#c4u2H$JJG7yUoS>9p-%M~W4VZxvjg3!FE;b6j`FUl3_G8VlGPlq}c*cMP{R^Oy`BYB<=% z#qNE6VU5Gq%jYE}w{iX@@h!fY;e)H)N}@H3DgoeoDfV-FHE1N6Pp=dA)1L{5J@Fa@n8m ztbm`Td;b7}5iKE;#4Q%byTV$oF^Jcv=5lHA6>nn&DDP_{J{O}J(rQ~>HZs8zMTa^T zY=bVx`!?HlC~yjr2Id_PKECy!CX}R2F_+9>51R3?ZM_Q|WOc>|99Ctha0SoW$tu_e zJ2qUm7zMc9R_v_hF4EfGZBpBvmL}M|j;y{pXH7zYI_c(_{NvCY@ zmv-4Rka>_2MsRQd=QyhdL@>tBZ+IpQ3oPjgKnUfxj1kT-3h*mFC9+8TxS3gG{w<&d zUu+x`(2ANXIOAdE#~2DZV}No!@u)JoIW?5W=nHfs<9B?pBam`(dRg5%I zsR5k4fHx=CkTL6n+a9K{^~9p?N(CiNsibeWf7sv$`wMd2h?GC z?@4F|>=HpDBQP?i(ca1(inoW6+bHXa$k;qlyeTq+BX+6fgll~ z05N|sjt3l<2LtlWK$phlRJ_Q{94eFmgziA?pYg2mYSNIi!hsd=tmAPfJf411d*mKF zRO{{Zz< ztr_kf3y7Iw5HTT22?sa_aC{X##s?LgE#Z+o$s=;|H~PlrMabZBjicCl(KPn&bZuH= z=YfWeF(ZZGatQfX1obrTR_6SdZuX%hxu451GvH|W#&QD&anu;5rv9dHSsL~OJ z8A23el5j~G`VvX{)?9bKWz#yw$iw9f&*mKGxd8Lfb>^(caLP~bS#ofZg1;%i;9!O% z;EuHJO^qn-&fg+Z7#1=7uHWE6KEw2@P_Pc7IEf=1vKbh^VT2qJ*kBH8Cf4mkZCS=Ho0`M3^N9_qk(^ z-!?sHH`55)%#bfQk=2_%_~RVsuPj)W3%>^~Y@!%I@cQ_BOX4!|n>_$oH9a&eA0;PuJPId5GPG3_yL&JnpJ z9!eJko~NMb4?NX-StB#XM1U~Nh^oO<9Q51=J;&CT=2$HQNO#7e^5L!&Drcw#xn6lc zT26Kvjmv2(O9*6%jCscCH=r3G?XsUvlp_>*1fdySuy&~23CC58a&ziWO6KI&^^4cH zy6~K-acpPu?k75oQJ?^TLYGHpJY#^MgU2GZrqpfHBNNFeKrmWcg~{qcAdaJq=bp5q zQsZ>Z1k>$c0%IDgsN7d-CO< z_>Wl{Z-q5GOVzV29n;(258XNC794_R`N0jhZaC(;%Xye0#*j~z+DI_4+(_;KBzxrZ zLY!x?-8UV}QAYyZ2pfLP9nd70C#NUo$l0n@_lxfCBeC%OdL^`Bu-7`Fl1-!K=@ejf`tW+!XAOk0sA_!CV@ zT2zHvGMiDt?#BfDz!oHAjAsCPRXhIxhW`L;v`GHR8mYvXkf~s#oN(Jf2R`@%*1LHw zptyx*O|KCEmnbk!NdpW9(cYq#8H$vGS3#5W#@Npzx#^LfovK_FjV{g_+rXNBoJvb* zs1^zj+;j#udq0-&K*API2&?XsCj9o+G{8KDu#n_OH)A!Cv^ZNmixhaB|B)~Av-*lJB2b9e_y zwN|;0M2%KQ{o$G@)Zw%95t7FzpwCW#^{mOfH6lo`$E936YQa$=C8ils^Lapmqc|N; z2d5S2_Vy9X6`={R3@MFp%0T<7NF}kJqtcS<2!z7YSbWDL9$aPQ?m0U~6Y9iLbhIf< z^M?3$Xk<-9=`(rJa|viyfZPQI$siG&dzx+6gai3ZnsTp_LzZ?jKHdOT;Na(@ayT{L zK7$l-n|F#dSzDJes}&8L0u*~-9>8_YSA*fzn#^x4Gaf!s!cqs)A;$#0k+ z;69s2ucdky{36RLD7sM5sws7j;lVtf3BcSiNWdKT%{uGC`do4OH#URIQ-EJ`C?N2- zBAvUu(kb~Id79fGb^cnQ3^L#zDxJPL%%*}#iNm$J7 z{opqr<~pBFE6^s;8J8bmk(M?Js~mfP^dpr}Gx*~@X^`05>|0sU9i(g@v%{U7a0;n8 z0e~BskFXSSjN#9MZc`Jwx|rf15x|TPKX>x|+~6JnKb1hf1P^y6qYESwV5qqJ9>#6~ z48_jl$4$6A*P=n9+IfjAHqj_Z%DBXP1{>~{$sw1o7$>Apg{Rt#>|Qo+l|sLm!E@A& zrGX&z1L|u&O+Lcmz&2nkOhiuEU|X*n@NhB4J$a{V0mMzEU+odv$rtZa1j#gx$`2eM z``ONV4xK8U=Z0_XVn_y~B0^P5Mi*#OG65c5KLW>&csVuRU-)WU^mMkrk`yuFV);aSgJlg;`oHsIZ~KFvc(#jl-Pa`gNsr7P;q_ehHT1V;om7sgLDW zxUxAo#{jut3H2k`3dnDRHWzaJuTy6Wy8&QTj5!CATLW-Dz+ejW8$CNwvxvuWX@&&v zoTEgiIOL!np6BaUt?U_h%Mf7FF%G#6mm`+xlh?Q7QzaR02^@Zf;JZHw&ok(jX%S@$ za4;OYf({vp2N?wMjP$H6Yr`7kwwHExx~+gWhh&q_YVuqxIZ_}@?np;WvJK}L-He0i z*E&&`7E#;ah77SJVcmKRp1@~6Gap*5G#9b6M$sq$lvZnplXgZx7yvgtNaClJY%{=o zL!(`3^RCS#0I(Ovjb;}3pYX>| zjWkR9wg!1E&=F&Lx#hOw?DCP@X+L;Z<3Gk93$@Lf_=e6hvRQ(&s}K~Y82|+Xa3`S7 z2hy&7!@ss?#Qy-;Ble^4&+S3*is-fGjdQnC(;8B-YPK)(+*(Qg%cgL9Fjnd-s-0;; zslnN!hP@Q-p3I^9LVP9of$(GE7QgU|#`afQZl$K(y^gD5%*q|&kPsYnbquQOobmx2 zfNRX6xzyvfFu`t~V&XX@SOZEq?0Sz%{m1_Rg46!Vp9}v0Z~p+EbEJ z7fERM@_kCcRgzAO_g|6Cp9afiW;HokZE?~jz?GDP^Ni$ykLz8Jj39r7{ue(Fbe$$& z?d?((Zx>ypM>etLUOh1z2Wea^mpJPnSdS34?(g9(mWkot4&3}_)@)*(tnNO|;k$X^ zW?QXKXpk`gktBAiR(Dq5vs=4P7aIx39Bm{Itz|ZqKASL+*P}dqMDapZ%|CB)3tEb(k~a)srzN&g3%@*m{iitgUt@*LACnTKd9y zB%a}>VD&tESr>M9HPFNpJ%M0<3gl$hCb>^0(%eK?<8V17 z@%U420TPC`&gh8P*&wSa$o0wZT-2PX)r{9hRanNgIYISCmyCQTb>QC@YQ7V=P$biD z=C@)`U93Pqkn8VVFTg*F3Gm;?)|#F4ZzY7;wAG>@ktM90I3paD;fMRRrTa%)e`@%v zOZb-&0v{ImdfQP9ItztU6yxe04n{lIpR++~BbC<=BV(NMo!hQ?tt-LN#J*mSPfnkK z6koNVo9eaoJ;UNBhMVE%jP7(bVAjBitY_SC@INZUo_OM{_;*%`r`Y5Ws6(UlIUEpr z@qm9ibXuDHP529AtFsr?yd5yJzAQdxvn2U$*z7nTfv%hOLj9h6XZuZjT(J0M;H|JT zqg`tHwaXu~>9%RimvWwps;7aRu^~q$xUm$!d3fyhJuE$6bKZL&N`JvMJ`mV=uf-lD z_}THdScgpbKj57>UU=g2`A3y`A|3ErNB!v-jJ7%3$5$2e_xuz?{t5x&U)vYsHlgvK zR)zHK2FBgA&xigS2MMNW!2Ru`fh?p3bL*HTGCNG=*q(YC9roMopb5hsd&l) zU|qy*zzdWBV>myFsjlu#gQQV2ELgz>vcTsDrvRLOJl0mdGQ0(Y9$0Q;jyU!HovV)R zyPeG_s}<}B;E8th&pv~b`EgrXZTty3z)3&|-gxA3kPl(+>s<5~1p=WTHqaN7$^QWL z{{Sk}ww5*Ac9!1ES%~DH!?jS6>i!Aw%yZovQ5Tr7#y824fZPC}dhzSeHRu*v^xM+% z8!2uJFi{*#1_3$FbC0cj^`UBF3Em+g3Rv=3;ODm^{PSJchI~}^D;)6OI7V+hfEUoC#q4IKU=wAJB_k)(xN=5B)- z74DWkHHtmAS4ti@m*<8bZ&Uhy732Q^w0+|1lG{#}gk%57~3FvC?h<5&@=khAHscpX?5*p-%-@sc`dI>s*|`VIXrz& z@~)c0Q?j)16mzw{)P~RrC1c3K0^H*#rad~>ko*bMuk~LYYuf3Mu$hA>Ju+D1kEM7R zyc%?>xBY5;USE&p#86k?{EuJOwQJ23O{iMTLcC-=W2XZduEhAaOz_8pwCjt94B{A) zD}3_qM?gEA*P3cS+FI4*dVC3sd1U?bpYD#oO1JR)OP5#igX>-^)P(X_v5!o#A95tl zH~Y1CRq%A>hf^nyT8igY)8>1~^76;PD~u8c`ORY4vT7b4 zYkgHiG)R6`KXsJx_}4>wXLoezc9$h0h!W6k;l0gr!CKG60Vl|gbu5Dz1;6_B!-bTg z3olc<6B>0YCndgx34gb*{48!wyhBoye4;_bOP_A|0=&n>{si$d+?lnT=JG(x-#obh zbHE==SFT=N$#19?M9gyx0)MPiLD}>7}vl0)}uNCZI^9r=8treut6EVtg z^{Bf^rxo&cIISj65li4pm~{16Y@>~mD~pqW{RTkq(DPn5s!lCsDLEZ+xO6q?-Xqoj z0J44@>AF;NF_PjulxOI@Ys_`aOPlktWJLu0#~mx|GT25joYJ+~@R_Y@({$k7`BF4| z5Z2ea+!p3RwcKuRYWhP-i%(>VaUukYFtDIC@|+rc`gmC^XOS2YnKRzK3&A>P#9~ru zd_%r1xmcf)Gt=m6&d)Nr_B}D~VKOT$%N&7zP!*0BjxyN; z*YU+i_PL~(T}e5Vf&f+6-1u!^qc= z+&n~1Hjswuzws;&8XaTIymkU95hqyR$M;Mly&GbGn#W*Ig1hlurT?AYQP`E zzw@lrCo|bmRz9Yrw8vJ(xx+AT{APVn4;xLRKVzehwhB`!8!csY?#Eq1SvKk zlJeFS$1`2rq)Ktg`H%5qI8n)@yoS=%1-YAkNHTR*JOhoqvl1|JdXKGCxASBTD~3Cp ze2B;#V3GVMuOq1$nf^R?6fOgN&Tu1CLI4{&X|I9awEL1^}w#cV3x)!lW0mO4}oL55`6x za0l0N;ZHqJT3U$@g=7k{ye6cjW1oC4UOy_Rbo;oj;l0x|{V4-X4avE+*ugM4Un>W8 zamx-f=}Jwal1$!;Qqik0R}Iw2>@kt*c|EuT6*I>gplgYmFgXz0!hU{7Bq%O^q>86& zbA2nhF_`}Vxv^Qx=dmul5yyIzvs;rRs8a8h%8+^V+w(UgtyRE!ysV5+7vvwBQk)$7 zk_WakO)#qMoa1Qw@BTk>MYwBNgpr&n z3!FDza;x)q0CVq4Ev5FMZzNV%vD%kXsU^HGs_%+dh`Q5D(nvolQrU?0hEDo zBOo_?mV6v@{549*0!M`%By=|5eb$*(8HWS~j5hB70K`Q{cRh`({ifs1jmiDn6>Y@v z(OV_@_D(bS){V4LO_97HQ-S2R(~+J@J$TRcs3y|lKrSsH+U!OGB8HPc?UT6l^`Xg* z#b|EYVu)ZU<~$gt1&-hN5Z%yp9YMjzdzQBlzzy0Er9cKiLWNV#0aNk}gPx@Ks;vb3 zJd8mREHEVvCJuY9M+56tt!$KB$1KsYmOKd9AmEPR3?Vg7<8(Q3#X@a`4@{G!g>Zb(#&>4GVvt*9dVatRPB#-xi2#%x??0S!{ zIp}IDgob5UE^VSK8wLr6;Ep=5>DK^v9Mc`FQb^;L>ugdD;N^^Ky_9DeC67!FDrNE} zkjR+G1yq6?X*oRr{e5^CrfM2KjjUT6eQQXyx`k%m%XM$&CzuaVt;RskJt|9EJ(2ld zZWA9MSjPYi1M>la=m&mkb-2^el1p&&c}%%JR@l|fPI@um95+sLRhrruNMRXL6qc4* znVg=uE!=~g`U8rP%89z%!qNcST@Ye586SC=V;%S%e;Q+bnj)SdCA(0D~SKBuo*Rw*=ExYjJ7WkTezi*rks3%5AQ z+PE3$2Se9As=RU864BZI?bwDe!~raE+<o--K z#Iat$x^9JUcV{$%?bAu9BrOv0k|V+M8#_)39ZhL{irY=KHx_n~!tTMA6h(zuh$ANj zih+ZSb~rw@8Mu^0u5Op2e)n@XE!2F2zrQstmWtxq5c>osGvpky##1Ykf>Z(yeRJH> zT*VE$BD4t@f0+=BD8W6{5?9kW=A@JCk&WU)RdPX%!j@kD0K?NA0Q4rKm_!qN5bZ`8 zF1w@PpVZ@@Zll(OvL|R1IBPc&s=u)O&7x&FNLksPtf$FvVf-Vv)fyk<6<%M6jO}kanqW0{k8Gm zBnpmPpOKXcr)~fk&^$(tIuY$#Hw7k$_mN5 zE`vOun;0ja-72gHBdut5H`ejl$!dtQ#Jd8-a#x-dbHM;$k`Hbx=WmGK47u<(iC)9Y zBGzx-Tl1U){6A4&QC`_kYatB~3n2>RGrNM=%P>*TJVpR|Ul9KQ&DBHj67eL(Mn zLe!*RFU??h7W0B5m#`sUvsYXH00o%;0D?))`zm}upW@fTeKGES8+e{(mrk14d5fpW z{{S(yayZ-0V}6XLzb&qzn?}5sN!1|QRf);QFz6X!~33dMf1s1)7 zSMZ*aeuYI52BkIe1E zVwH7iX(hTbbsapit&^)N!4YRNU6wgK?jVdQ3x&tGzG{Y{;p_O9%to3&Fz-xTDI=V4 z2R^w!jdfV3DNYhp2g32+HLP#J0^#1^8 z@t&CD1M{ryscqQIv%Z?&K$A!o=VRQ9h51`)ZM#$e7w-JbK+Z-p-m|~6?rv_RR<0n8Es>Ilg_2m_`#TEm9Tw7HW}w4OzhFiJB? z_s>EJ?~#$f?@6G!*!(!sC(ynad{5ObM!>!lvat-;D&)1srEjQJ=D{8Lo`Z ztUaYS6BAMJ#<8Q`T&bnBHr5P%3n6=nN>0qe$Yp!%5&?1`O~jO zQ>`fW6)K$c)VrN(#Se^sWf&xqJl*&g#Ki`339!6Uz;lDNOoaacz>RryR$8W`JKU;7 zb_|p(p;bp96aI0U_1}UL9dUe1@ZQqKFg5=G4$O#JY^Eb*z)Yj+har+1S zdi}I~bN>JccYw5yv1s-`zVQc%H9%vr(k=PjEYcH#csN0lNX9E#w4G>En(b%u{{Vqw zDpU4ToF3P@`TqdHxqto%-|)NQcgGKocHam-9Qa{%5ADr5c(up5J8i6OmzKP^bHs6{ zQcovgun^Sej@*z1UI9HI7gTTui zl1(S=H~U%q82yg^7hnFwAMj7B?dIzd{6qMfzzeNrWds!u{4p;fB2%;uc_fqYKZ$%q z3bl=t&fA!@(>rCPW7U}VCb`@qmoH;SR!!Wk;vI1%Z?RdOu*dJ$-22xzcRO4$BOyls zdeiQw5*#Tw&nMQT(sbjg-mFgHBOJ)&^c5|ntc0%3?}gq2{{V!iQvT4?A!B1~RX6pj^$y6h#pqi12*CYcN4%M5&4?ns^unnG!$TiP=qbP4qJu7l|OU>I)&|! zd*`)c_=@3e?Nwul1yZ|%G3n`#uRhhSsNENuB#W%1?2m4KP)14YIv>WdwbEY7QUZV# z_b%>-InI4g_|z@RsLD~!mj}$8aoBnuzl~36apk7PBxQLd<(Omg0<#sQfFvwI1~9~f z)PIdj70CzzY>vN&t!QMKxovi1j|5|CgJ^TljJ$wW< zkgGC)$2i-LxgV`(c+W{5DuM=uN(fu#9bJI~Ab)qcs@gs3wXk(V%A9)EzLhLy z-BI03S_-L zcvi#1ZFPH~&6wuHNUhI7oM-dmwC*OfY5vO^Z<_^~K>MTpquZq>lck6i?wvMBSiT2A z(Ddo*KObtTxK@i&TaKHlLP}A48rFKfls1O`DOFZD@Bt$`v7gWUDy-U!o*SOa#E~7q zU`zBTy;ZlrI!k?y?@YJ2Mq?&Q{LIJK9ZxkjyW%eo>l#$rW~~ETqWqwszz3i_SDjM; zx@>nW&ZAoB*XDX$-Zs*p&_<`{ZjZ~$5#4e6*CC{MmR}oaC&gk9DPX>3ffuNZ9CP)r zHjm;mY1(A|7%~~kqX<|I$Jae8toSLd+DqZNygPLu8QgK6PJjJ%<5bK3txi(6U%>Wh zXA;I%gm0yt{Z7+VvP-)^G6&>*(VX|LW5s&ly6}#ph1lZR)r`^?ZFmnt zU3bJWM{t>jADxhY5$#^X4VAnRi0tD~-^a990q}~!{F|LXuGQ!t9GrSre`PpJMGU)K zjP2@w8u?7)7dMIJi_sr(kYK5-BAk}5Q<{qI-sVpsS(Js!?nh95ho@i8q-{4$y=9jA z818(wA~k%J2P4$rnq)9uq!?|e3u6jNBi|hdx20Kv%u2kj;=OhS&Iew+SL4uBygNt{2pB&908W3MQi>50X4Ed}Fv`nWSK2@*rpqJsC@5jy{!J2-{1xbQ|M@20uAfCvo&H$2@;Z zp334G*zLHEW*lHjtWaQMKi%u~suuIP#O{pP=!_0=>%bq+wOoezSrt?|ZXlI0l_x#f zj!8b*rnduL&SML#Ozd1CD8NWq)qlqKM_06}VJD#5Ycx7o2_-YAs56L~y;e z$IJ$HT1a!xet|#w)i)Y7;hagfC6!E>4cVjzxhf7S_;S&QnpR+g?ui1U9OngBgX}9V z(PC5t!5IgSk}#nDBbvDwZ!o-x8EhOC49DtscA~>Yfqg8Bac*N=0L7bUuK*n6cgas*-Pu+#t9KnX)raxcCrC}5!?5_?!T$Ui`8RYN>*FCARi0)Hzw1qbU8a6BXo^kY| zK@?GC7BT??Yi@jfF`j=4Xm<$ad#QY}xr&SlRxQ{b$B+L2Rar>lOgdUJY~b&YZZpn0 z5^+_>8C*1kbVN>nEZ}`A%1Imx9?;8?f?5-n`h_?YbrQJ7ww)!B%fupJF&IK52l%%! zY!TC^KU$~ePkWn)2zW;9F;YX2f7<}#jB(c$rz1Xo@Qf4kBQZRlbG31biENQUZd3hL_?C6kqMX7DFSn!H8Wp zH9W31s;e9iLThGw3r$K!S*_Mlk{K6s;1CB~fDhJ)^r#>L2rXko3A8Lwf;sJz?kS~r zsBA?vmWs-^_Xp(%Y8lLbE_wi`pupy*iuNq|am^d50)d)V>$ic9{{UL&H6IuFTf_b& z8V&A|sR}2&3EH3lL%9lhx}I^xN+Y@ww312K z4su5yr3xW(gM#uDjYMdzi3;E|0l`s_Ffrfqs9#c+JEVpU8fHc$8Q?L5PI2>YZ1(M* z4?Sw##nMTb#7AjTH!~Fto;U;^IvT4qf=L22WDtjI?cHJ2N_$p@ITqka>HGVa7Y~SoD4U(&T~TA4c1 zXE|Jk1>s=!Qh1i5`9j19`$DC3rGq}G%+~dH+jj)BN!)cdEFv@y@H}Za8ZU?4CL#EMj zs-CBme0%s(b*nb<7L^X$$YcHNajPFVegFV-oO+7z`#nXVo9vfGm685e2L(tzy^Vc$ zHLmEFY+!(ZmIwwHll)%eImLMQ#~*`HUvKe0hV2SYzw6>a$ITs>ae&9uJk}G8qV7|Q zn$Z0#{{VtW{{X?j{uqy@6~rj~eQ*{h--Icvvrn33!JAW*;(f zoQ_9({{RIZ{{Vx3>^1)Y55MgT`vq#&{weULp%2?((Jk(lW?0y6%n~UgRL4RNezo{{ zZGUm6xwOBCl?M#0IUirvzQ_Lnf^2`mWq)fg_$L;r7M1YpUmhm#B(m?+JOi&z&255y zX10D>+0K855rrF2nNj1`3gb{&?cQa6BvVbN&eJ{{RK&@Y-pz zTwC}D;=|kg`d*;vXQ`yP{{WV3aUJ4kBo!p%u&5+dnuFXkPZqIdEMGA>@52Bm)Nv?Amk zs(>A;IqA+b+PvzSekzmqqR#l@X;fM>160ujs+N|Q@G{%3C47d-B;;V@ZU^R62$xiF=AfsLT^@4)L_R77nd7 zyC?BQ)#r&m6KFbwSIwOY=3P2K85Ar`-fTsH&QB}=^cd+}#+jpPULYx_X?j7ryDYmD zKxJ~o9AFL!_5+X3zeB%d@Ax5)?K|SH3S9WR*U3ho)CHQv_#*d2e21DabW)UTggxrns?#hfDAD7du zbk&3)ldCOlveo|pU)7E{)k(P1SNxAM{ggl8l1=cdz_$MYwh#Oilj5Ae348@+ziHES z1fR>-wayL|6LByr1C7KM!Qc#oUPJqE{{X>RU*e~QW&N4IV!s4I@Wp`-lI2=1#))fpt1as~_5roBI9_)gXyAKwH9m!*UTgQiWwl%=8J0qD5O+ECu4eC|G)mi$X}WdRt#Tl@jN_}e zKIru|*y&n9(k%o{XBbB3bEz!dFi#&|D)yBIm!L*$Y?=_DA354i7>`mqpJBx^>hjX^ zVHvwVP-C(+wR+-(bhR~&JS;C{6<8osRrf@WgGDO`p) z0F#`7&*M?e9i!}cCTnmA1!Luiq;vQ7~s+k*a~qH?Zr+Q&6?Vy~BBdivq+A z;4#7HKHrT!AhcOoq5?K-?QjS4&mZJeeO+#gb)BrnPO^DOTzrZ#f_Mk{ka7CdN+u2i zMpQ5)ZWtIH38xs8t%O^Hnr&m7R^ z;YkWy>>&N)?N_XCns`FQF)|FZH&3ths4gx1xRqB7z->I|Z_|#nwsZLsI*7>Kkn9wI zJ9O_^N}ENg9S)D;T|+~N%XH<@m=@=e^!is-qxh!VQH5lNV5`R94840ho2o_hZPp4H80+O$zj_g9dv_f5O7NJQi19+j7>>no*SV%la% zCIieM<7uu%PnScgrX!VebUXcO^sT4%pis>i&eAc#>sglaORT_+1jB3K;c#~2xc9Dd z@5S@Sr!}?f?v0Rym~|r+L*b{5Rx9~*%gHbmvW(~7rE3J*IOmIxI_2tL)wBsT;e2fd zS)X%AM>yjPRUcZu&=%VFPq}E^s7ub`2O2l&~CKY-{({V z0Ao0;J1Fg~Y&YMz^Bd+M9CKMZ^xwIa;c(Kgb zO3`Xacd%8HM=lgu0}xr0PEMI zD9u5%a?qM`NuHPC4L|!MM~cETmd057n%Rvbw}~s0`ry_&%Hr)1XbpHSf zwQKfvZQgiB$0LLJ9uzRg zrZLCXtJ}j4n>4orP`H@P`-)2@L zwl|Zh1Sw*D`u6G4uh_G27FH)2Wp^EZqZOM1T0F!xsdfjX(P#3lC|QcEa!u0(La-PE zw=~kYXi5%W&M7o)oGY*c^3Phg1H&=_8pwNwjy4US$Ak2!M6U{svq^*BXwTO;rHbhz zKOx9t^KO)%(=}-d<@goXo}EowK?SrsmK==aA1`x$m6m?b7Z&G|c~H5} z*RK_B$?Y+;mUqX@6-w>=YM#KZT8{OVcdQO~k(JxG^Yo`fb8x@wIRmB%Ub0pS&CO9sTMQzOucQkW0CTP*3&6X6|U3H4^=qzFA1;a{<%&=kci`ygp~k46Kd@ z=Z!ZE=b;(M>%qsb*0F88A)%dQ_=Y_;KeZIt*9z^(_Z>P`(m=6DlByOYazV-ZjugO=jtAXW&2j$Lv=yYZQ<&2DQ8(}!6Fpqf>nL2!> zc83J$de2Od5IFn2v=qKOk{d;GW(v&l?aM?<&L>{s7bEi(4)-XyZY2z{ z7fzhBWd0liGgcvEt#_;HG&x1Tt)R3qi((XgO?9A>3J@QkI=W^OY)paI&A zLgVC??hUEuD9QPmm?k~OI{I@{Ldb)1$-?qLY!mgzTCA}}Zu=8v?0*2y^6B~1izdKa zBCgTc0s7~PI)%%T>M`vEj0Pc47|AC;%j#;FD;(qN{DlifJxlXULNrd%u)+TTT;I@C4R;rmR?-xCBN$Q_I}P6@|DgUJ5?JXPzKmm!81 zYhVT^pQjZU?-Y5aVZ(yTPu=$8siefBKrG@(mEV^iGO(D}t%ZgN5%#rEfL>0Hl+t^OwIGS4TE zJY}L!YE=1F_Ll6WPq_hbI&sZ)^TiCz*9ry~fRZ}wQ|bZ9&sxa6y1jeo?ey&y;^j%t znG|UpF?tg1*Zu+yX*bj?S)R?Nvsq)lXGVSTM;r-;AKd}Iyyl>{`&8}(kg5Qg2ha0x zewY}?)N`85wbDFtn*5j752Xt^7V%=J!ywDXI1J385Fg}KNGoo_oU1t57{0y+f*WO^K)ym8NbRXfPqE=be7CI1N+zNbI;5$ zPxR_*Qu@y^#?K*Q8<25~dJWw2dx|I0ZLge3acrzYo_4Y0`?=3Q)|+u*%Oqh>ac*5A zjbxHS0mzFybmXtfztmL=`z5$RnHgm~$K{m=u1{VM*B;f;>N*>|epS4y8pc1>l2<)A z`FLN)-m>nzIe4l603S{qs3&(Lu5p3^KGiNUlCespqIiGB?}YK{SCVQPG%B|^%SMAC z$3dP3*6M4?CyPWK5&##Cuo5`mck$L!wAU z?wK)FAAF$%3Zo98aSWJ(Y?0MlgIwJ5j*PBLtqgzuUL=Ccm?i zRSR*b=rKX7TKk_aK$58T8;xGP*FWIcZ`u_90BGqy9yHGeUEFfkx|OZ=meG^j62-If zCcg?J@iojVi6Hz%PCQo(i?&$v?873vDPyq|m7_Lu%Lz(O?muz+kpBR%{{Z|DUsykC z(7)iK-Wyo@s*fAMG59tOQosF|f8ck6OgK-IJ;j$_m9(2j*-AJA5x+E|sdLG@U9pR~7MwD0^Id;2~sUU+9s)V?C$ z!OU>!T1Cvr>_6L(B7U{!{{Rv{;N%@Yz%~HSVEMy*ERTKn&n4k5l4Uz z)s22lOX8rZwgzH76>5#oi0;^uIQo%XwQ+Uo{8N7;NMY&4?0fI+TmJwB1^ummYzXt7_1s6dttS{ECpK2L@Wk;%FbsznAGydMO#c8{k^DU* zQY%9v#^ikRNZ|4G9XeIOWQNdN>H2*0OmUg+T%3L#1y_=7TGV-$HxWkI<8-|KL!~Dw zeTKP-?DX3$CKD~}?iV{m9p=keTWA<8GC@9= zHE&mkR=NV_;ZP!S&hiB;KbfpcyJ)UA-9FVUaur)3eszsmHKm6Z$6k zj}k_f;ad1xpgANQvHUA4{{UV$%44*WRvqP+fmG5fIKh$Ee3;9#oQ3}Y>(x_v=geJD z?HnTG8TYPfMlIZl){|B)9};S|up29u^CKgT-K#X}_b|>{Cm@l_14%wz%#Ail=%b*g z*lCmAmz0naHOsSqDoQBI-i&`PCBWo?{_xljztQ*fCWa9c|ea^ zyCE~IkHi97VIyUqrzfRRyw@%9<|ts#!5HW(9?MWLM#1xg(wQ~JN1EfWPAR3StD9)) z{6BuPvRjD4uHnb`kG*;fy4Iaz;gf9=sK^QrsqSmYG`(2B%0_ZJ3|CKUbvCDDB$@D$ zkCHs~KJ~PsyN$dQh49QdasP`g`3J^wNu0>P6_wNTIH#ORkXH;Z9IIatGB7u zMJsN|m}mQ>)XjDwQqL-&9m@;~U9xa#j|r2 z$EO^R%AXV3u-z1B-l15G*FL@|(u#tqFvlF)zxY+VPZVj{J0BVT@|Dl&Rdh3Q4n8#^wpnns`vp-6jTa^kVDqq=#PwP{0no-RB6_KzD_fq4Kz-^X2jt7fs;kbMx=5T0#7l? z&q11-&319+%d?Dh=Cfjz;#@@|GZW7Dr?TA4fm&bzUF5mNt zj#*JqvK~9&)h$a_x3!2)=^;>XLN4#piicFv%OBDxq=6zyOM- zmk#lVjsO+0fWro(o^`d4bh81Dng0L^PDuhz<=H3NhDCxgCq?rPNT}hKcVO=MJ(w;4 z`c+$dfh1ws-NF9=Vx*Z~IJYAlpTyK&JY4>)Qb8dTh)V4U@I{yHLFh*oBYtr0^W7Cx*2aAh|K_}k>ueDDt zm8?<+xSYu$;|I6Ue~nLT4zlqW?`_f{o_wi^Bz{#B&uwRLsJ3m$`J~2i^(K|l9)nO= z&p+6#V@8z+&c$*NdJ=ols_1&oqh!%REN~oP7ec@fr%sgXJH1lv$$|xeH~iUL78QQt zFt(&9kos*oKU!SZ1dJU9-&cy*#jD+0O4<2Mv_)4Qhn{}5WId&ff*YH!-oN^^QO+~R zL66R-jw@?i&pq47$FG~)k3m-=nmwLjBrji2{=EuX65>RRtQT^SR1EQ+eK@7Mf+tK% z3jjKdlbW{>^U+Lp*~co(DYKL2g_Lb0k<^-e!?DK6@Mqz;@e2654-2u?1Non6Gr3^I zV<#saGxV)Vv|F;9EUyGFyCvj9C)bVzY)dZrglIMlXD)CL;X+$a8#IbRX5fYB2jD6b z>=tH3dSJDPO?7he$_4|u3(ue#7@=&@6wDckBPVlYeK0Eh#gr`DZqg!0QtOlXQWz~Q zcB(}fC+>j1(y2BkjO%C`B+P5HHgZ52&-MIivRbrn^0G5PjcORGKT34GQO~xj6 z9T5{G)Guf*%A9@P-$7e~SmRcT zc)YeJC`ZgO>Urx`S5OjWtbVHBEVEuKDMfsW?~ zt#Mv0{g}QRYLT;lXF5v5nIXvM*WSHAU&$rGac~pQgre6>1Hw0%T?$js)umEJ5;=Dod2jZTIGeZuI_SI8@Vo(q2 zdgIeI_07Nbi{HyWunJm%h_;~IeNW7Pl|^%D46zw>)OADG%tgr`(y^5a5?W|!8Prc* zPlxqS5BRS}aTcrLd$>vNVQgp69AMUL_pcEtEG-!wL*~Bak}tL*+1^BawB$z|KriyF ztxw_KfbX|Uec@ohN>S?OicONDg`v7a|{a5yS z@CEBN(eRbD8?tc`JbqP$b^A2yqsnQP~bUHMi@@jaVk%7_*Rl0jqs6*GJb@jPx+u5r}n zt6Y33*6l$?kb*k`f2Ag>Ezx&_*d*}_ONNdX$nV0^N2}b)CPS(&Iog>&nW)cz^~-D$ zjmH={sT0E*%m6z^dFz^=cy>g~aS2l9RRI0${Gy|jO>-VCbr{hbsYS^&)1u#)&)TiG zFQH0wRx^x#RMU04#59ztHyM_zEp{3?|3HOTU!)23is=4MX6jZKkPv54kKK|_y(e@Vi3IUmLQ!nma(c@m z?mvM&DuwB?k@>g#z1Z+SD$u%s#Gxd)d}Ea@ipaQ$Z)U=Lup#-_e;2Tfc(1`ZSLbLxm@*uTUyuZ#hgT37*~RH=YXwA|>A``^`S>x!EY z_cPk#GG)_0jY9J?OOQv|owbN;rLMt*r$peM1X4s-JSoy6>8@7%-4D(y5 zD;gb_h9i`s+`ON@KKvl9C@vB=l0|LOZrVxh^sYZn*6ysqSdK~P#PqFQA5(P>W+ak0 z`qai!9IVdP>%%%Gq`p&lPbX+Mv8djEoiM6;@f{w*}sREPs5S zDqTK#pAOdu{*50>e(DlUnl{lc(dE84;2N-~+XtTtgWnh<9=y|SUwHwBG0^v^o=4sC z$S^x&kyeVZP9vT$wzI<#9o;kfcB;nEB!+n=^V=BP5&oI0KP#V_H6z?pqgYg*Dm4et zEhiMlXa4|hPLdc?MY<(V1h^G?%UGUlDYKOb;O+vP>8cvhlF-N@4jk;cP>Uj1Y_>^6(eeJ$B3?qu6k}f8U|?) zB0GXH{{VNjNd>}g@_^g^@|@OmI*r%n%W6C)74T=FXP8UR6x@31D zfBN+-GqW%@vr3riJfZz-CU_yei^;l-l|4eSQ~FiQIbyYqZBlk+QH2iVpU#*X(M;+? zl0TMzDsj8q`+VW%|mf3KPTq*=}t?x^8(6o zp8JJor18kRq;rpPQpUDf46KPJtqg^a?&3J^LF-dTaD}$2sA1G+n#)^eXforGhf?JxYcdf>% zRbD;AkQ@>}N{6{+$@N<;E+akl>`|Z`ys}|`I+oJ%JJJ(i)(^1vR#RR^;}df ze8K*EVYKvR=9%Uhm}1^c_9_JcXhgu}RnP&{0ZIgAPWI1UdR9Z-Uki~GdT~Wx<9R;y zSYI+j<`iY)m1F*ML1~vEniyijfPJ|+{A$E^Fam}04`G_lmN(q8qJX3CW34_`4H#|M z^vT6Lv6}||K7gv=RB5Og6_mE@WM>Aj)u)bMH_eh&Kf#fTu?60tB!|qiL{H%*@@TsQ zMJ@?*5=pcUoYWWEY*&foUOT$CU5&Rtl{7~8J<8zq2A(b9SwDZgkT~X(ZooUqTX+&1 zMqm_RFH?`Hq+4QN%#zq=AI90CrDc4>2_rq)oh0t-urK5)EIwv5B(Eme$c%cH=kTi$ zDUExYPowSZS=sJnwt~S5n}C zweW)-%~84~W3<<5OG7D}sRJpW^9R z@LkP)5ov6m5KcBrfKTO8*jU=wv3MaW&D57BftOy&Xp{?h(b%4M9tAf0OqT8tjdvtt zjQLCkYG@^FmojGqrfIXwIdI7$C_Q&BO#?_s16jj~?|8=q_5A3H<|Yj!a=T}*6q8*Y zqs>r9y3}#pkfgL^DDTixxHK$r%Pfr{k#IT2IsIx;DRjp6!0Cg5O@c<3ETF2N?{S(y zW^NkWXzWXMszMrKLjGpndkwV7t=dkka(Z>C9!FNpilBDDq=kfR&*w1>$t-wLPpBjw zUzZ4toF~0jXl)<_#Ub2!;PX}*@g71%C5C?a#X)~9z}m?gh3;}VqUd&ISz}aU@Y|PS zc{{l@(-M{3>Y=>>$^7ZhaEvyzfDhJzEKZwBe4gX27f3}pygL=k{kiU2IKjlnZ{#Y) zovn?GfgzF3SCAvf&#g@ykw?Uc0)fB_#YHZuZvq!wsOT4OKcy>xl0j{}yEDK0+yVFs zt|7E}8AO2;b@_Ulh-wLQCz-ZTdm&Cwy*ZjSUy?J=RRW8O$ZwE~C@VPR@sz-*bqi#X zNQUp`{`pP;`cs}&xPKvTk}UQw^Hm#`xVFC8Z5!QVqi!2kgzOx*Dr+!nb~eAcxQWYu z%SpameE_V>d3Ho%yuE3ihb#fWt-HNC<5847^AMw*h3b~0rEXxh+X!B#j1Tdr%q~`A zNNpmKnU(X{k(!P>OG~-D`7dsW2O&~S57MuHU`cT}YnhqHW&Rq{OE@BgMApg($2)&o zSGZcmaRr2yLJJ)$=kFwpNk3m&tiB%kcTVb0WIzC`nwFieO=w1lVMjl8r_SHfr_pr% zQr6K%vvUlye-VZ<2jQA6sA`NWj}E=iz_Z$`(V2VJUZWcNp%zqSBybn{Ab-?b+-s{KW$Ri0}{MYCW7TKWQ_PkHgT$H#t7Qj1%}& zGI&uXVnGNyCI){R=p?Y#?vbR05;krGjyO^5D=cZc#epele>LQ+eqg9D57viHAg3l` zTzEc3c4H)r2SJPqt9PK^EIWx}6mXy8U2M8fi{!T(Y^~6qaNWJlGCd<%;dKIpfzmbL zR&u4-(M;iQG~HV6H8R?yNg3pUjnz`~K-F(z#7b39qhs|o+v{Ew)^&0%t!_oMU&O&O z#-XL+66;qi2XdeR{{Yvlof#MHB6+T<;XPDhE18lghgA)d-%@IeczjIj1Y4$j z;bVw!KN|F1W5L>OlQg$&EyTa{(TkJ#Env%_c&6>ldVQ#}gFk(j3`gNuN{YUsZAj*| z9|>DnM1uL^6EM$}8*U(ap4CmXr9c+eEvNg$V!DZRjVDP3ZZAI5aos`h{OMCv@Wz^- zYSqI_E2rmi%jyZtvX&P`G4Q^9*Ad=}?ItQ1?!_L>N#z znzyKE`h&^kDl-yz0~H3ZYbKp-9g~t9s|uY=+KH6uG}0CefKGEy)D%LA0693xr`kl* zPB#)2e)U$=ZWiY8nNC398l<%Zx($(3s3)+fUEH0ajt6Rf3E)$_po^3E)x{MR%7wL? zYlS`g)|?YYNC@2eR$kP`K;-nN$948X8zGz1(w(fqn=s50Tsi0KT5#$S#~2I6VO>ro zM7xKcImJHS?T8O4=dy}&e59+jc6$z)tyt=@@33&#>H)zYom`SD8JGPw*bq6xjMjV> zu}3eM7BxNDMh#zzUqg}H*U_bQspPk9iETCg86*~w$iuJ!7_DndaWI557U9RBaaobv zMFtDNFn@_fO1E*T%Mz-3bCLMfrqEq7+!x7mN;VMx0CD>MRXweoQNNoP%H2s`Gx$|F zUfy@y6#>a4t(UMm?p1 zdNCb8I$LO@F@q$?`RK?nDlPHKyJP_S8j?J!;TQlr0aEuFJa+3F5+uk!r6ZAFW9ogE?W(y+{v+GJuQj{W&FjQ1UXcVlt=GwMYBK za#RARs5B1bIzPm}3}5O$**3SXWd|QTWCDJsx<9pG34TTg&~sR-)Ol9<%DMsau)xBy>~Y8KY<8Lut`Dh5jtT!ydldrxc6?Ee4@Y4@6x>ewdQCJLwAo-49-is=ZFFu?T; zxu~GhEMX>Fb}*CIVu6~DSu&H4W0TbUW$|L--Z*rR2Z+mcl4$`e_*X-wzlyGOxSvwH z5nSLI0v;cjo)VuY+5#ul~V4;$;!$8)B5?ey}UV~zmIez~rb z!&*+ir&+8z#=0*U4rCE+CX?-3N0fkMbUu|Nce1hC)BXafBrCI3L})R)uc^g70tNYF zR{sEdn#)k+d9YonK90GoFwHZlS=?ZE0~9r4k!ZyUPKuxI3U85Yqz86m>7FXA#2EsK zxE)4m=49!x`yA2&*tmw>epbL8MI+y`rs(9sKD9<^6pgB*@fAjMsVx5hadv-u%;)l; z5veuC=G~pg9RaM%{ZGV8a;ar&3dNt9+>Fu%Vs|vBC$3F6i!~oMT>WTiFjKL54Nl>s z0(pS-#Y``vl=C{_eR(;oq-l%(>emB3TCJ&*D#V~8r^}j~7Of)mS4}a(?!f3-c%tUw z^&(?$7UBmVFaXpob1?y$RpX{dN@dQV?H0;H=T()As3bth4>5P`tNyR%os zs6ZxP(y`L&<>XlH&@_L0S zGvF^3B_>aE8W-M6F+QfFNfI~6JfFLhNF*fTo02=ysD&`(WaqsIZ(_tK-+o!XpmeEP zSuz4fPp@H6t>j7DBi9tKdW`|T_>6+ET^Uq6-!z0ABAKAkMz^-#zo5vcX{g*`3 zVzy9uo_5dV1!-uuI_;z*`$qOD9~_iJiWAgUH4OKT+{YYawhl?9!;_SC$?E6Up-WLA zFL5y*_@(lo3$;mLed>rECDpZ%CQ0(guYA;I>M3F+5tUDN7^I%u`CDN{Lyj1VWvp{W z88;O0wa!H9LVU2U^iis_zl0ziZ_2>Yp zu}F$oq>up7Ho$vR+S1lF$0yJeQo2hTpCt?P{p?f@vxEEQMfT23G$zQUiVfScah^ho zatII2<%9#fj(;jgxZ3!RF~{*#6Wpj`Ul|^>#cPtv!H+XO(cd6`L$yR@g6xO|* zxJG3~rF(!~!n3LKVUM1nloM6Oj7p#tApz*m{uNedRc>4{JzBY0d|Rzt+zpn`u=G@1erB<j#(I<;iS)&~u8F zRWNX9*jxKccRORAj274fGeoEo+gAD1_9`x@@qOplICCD zI8_~iB+`^)Eeed9JnCPCciKg}&ic}MtT`of`FE~QRPbkrB4(01hLEx3;=Q(eOBfKB zMJM~s&0_0OS_qkhs~E>DantEs)56kgLrB$?^*l#V(=SBA!7Z4D=2j!ArSuILn{!5m&J7WKjDkkE><91v~6A$c9JYR-`r}Swg-y z6Of=&?_x`Fk*3y%R#~!rVEm(Y^xy5M9HKy&6lh?4PM{5$dnT|c` z9Gcu4XsKuRgij>KNItb{2+Rx~UZ9&D6TF7rE>{ za7G6qg-j;3kw=(teYmXn=0X+Kx%8`1G;X+T8v3iAS#mO)aFX%vYFH*v#4+dT#ZiVh zQHUV>Rj963Gq)d&Qg;=N8*-Zhh`{t9V--ARU;zL%QHo-D-;ZHdBD)|3>sFaA#kk$u zp8lDq#v9B9;~f705UNV@7vCF^?N%VT-h8<@^)%L@dl!}108t6WT7pgnr$kyK@8nHiU-VTJ;SdN#2ecd>5L^QhxJ2|S9KWdvm7B9cH|w1@1Fc?)pz5BBO+lWD;^%}qU{wD>PIM3_};kaTjp+WT~qchwSfg5moil$_BIot^RsfOb4G1(^v_;6|&Rz>rC zQGj4a;Z~Hb%wd%NMzTcH1j~OqlHJ}>`@q=r-A0C%MZ4WL)@X>9@>ux$$k?uM_$y0Y zOYP9>TBEo*!cWC-MP&g}=XOs_$w7)FIgtn-?^bQt5-w@-Kb8TwY=M9r^HWPRDf1?| zAxEWUEcS8Dg_CLe)Ylr4Ll`1IG!xR2V=bliqkPdhC)BB_R${|<+VDMvQ?t8NT-&I=>(j>w``u@rb}4nH5eOsPn6%-&%v zduE_X2_G~5RUncT@7t{=t~k3fe6c{7!i0D6N}-r^6qTodV< z&9F|zq`C}#Rs_?*mB}jj6;dXIbUgOOSyl|ACz_N~W5R&jnr1%4()q!kXg`%g#X$F> z70YFuPbc6$!Y69gv}8>Z28L;E13Kyyvf6QyL?Ix>NK66uEtXq60WwHZYwXWR3zU!_%^HJxzMk?svE zjS@WNR~~OphN;Rya(5H!%?WD^Oj)F6`kHxFJP5~MylJL8T!K(G^L-B!*KC?ck*w;UOurpkB*0Vm3Z@*B}<7wvL5|Rv)cyTT6Icm1gOjo&c^&%i=eNY?vj? z-@F3_n0KvfKZu$&>H!795_t!8IM$C=ON;1e+_l`25M;^i=~+6?fpx4zVV3U^o~nnh z)~rpc3*aP0W?w*X4MlmaS?RWIJ@wFzBwVrs`crd_u0y@fPV>OxDGW9sxnI2_bQPC* z;cHNTe|R>h-c>awyW`z^#Pb^u4q7}`fa7#)^F2T`KM-77c~^yPOrd(UuDxQC{2LiV*rMJ764gicE6>7Gzu3N`q zH26RX{{TGW9e$>lDoCA7{VsUzcU?#_$AkpcZAsqX@7@a@l>?nd" + # + a UUID Artist. Distinct from exif_generator (which matches generator + # tokens); verified stable across 3 generations. See CLAUDE.md. + if xai_signature(image_path): + signals.append(Signal("xai_signature", "EXIF Signature blob + UUID Artist", "high")) + watermarks.append("xAI/Grok EXIF signature") + if platform is None: + platform = "xAI (Grok / Aurora)" + # ── Open invisible watermark (SD / SDXL / FLUX, dwtDct) ────────── # Public decoder, no key -- a definitive embedded signal on pristine files. if check_invisible and (scheme := _invisible_watermark(image_path)) is not None: @@ -258,8 +269,9 @@ def identify(image_path: Path, *, check_visible: bool = True, check_invisible: b # ── Verdict so far (metadata + embedded watermark) ────────────── invisible_wm = any(s.name == "invisible_watermark" for s in signals) exif_gen = any(s.name == "exif_generator" for s in signals) + xai_sig = any(s.name == "xai_signature" for s in signals) ai_from_metadata = bool( - (has_c2pa and (c2pa_is_ai or synthid)) or iptc or aigc or local_keys or invisible_wm or exif_gen + (has_c2pa and (c2pa_is_ai or synthid)) or iptc or aigc or local_keys or invisible_wm or exif_gen or xai_sig ) # ── Visible Gemini sparkle (fallback for stripped-metadata case) ─ diff --git a/src/remove_ai_watermarks/metadata.py b/src/remove_ai_watermarks/metadata.py index a21594d..a888f88 100644 --- a/src/remove_ai_watermarks/metadata.py +++ b/src/remove_ai_watermarks/metadata.py @@ -152,7 +152,10 @@ def has_ai_metadata(image_path: Path) -> bool: return True if any(marker in data for marker in AIGC_MARKERS): return True - return any(marker in data for marker in IPTC_AI_MARKERS) + if any(marker in data for marker in IPTC_AI_MARKERS): + return True + # xAI / Grok: no C2PA/IPTC/XMP -- only the EXIF Signature + UUID-Artist pair. + return xai_signature(image_path) def aigc_label(image_path: Path) -> dict[str, str] | None: @@ -274,6 +277,48 @@ def exif_generator(image_path: Path) -> str | None: return None +def xai_signature(image_path: Path) -> bool: + """Detect xAI / Grok's EXIF provenance signature scheme. + + Grok image downloads (Aurora model) carry no C2PA, XMP, SynthID, or IPTC -- + their only provenance signal is a private EXIF pair: ``ImageDescription`` = + ``"Signature: "`` together with ``Artist`` = the image UUID. Verified + stable across three independent generations (2026-05-26; see CLAUDE.md). The + signature is xAI's and is not locally verifiable (no public key); detection + keys on this distinctive, low-false-positive shape, not on the signature's + validity. It survives only on the *original* JPEG download -- the web-UI + image is a re-encoded WebP that drops EXIF. + """ + import re + + try: + import piexif + from PIL import Image + + with Image.open(image_path) as img: + exif_bytes = img.info.get("exif") + if not exif_bytes: + return False + tags = piexif.load(exif_bytes).get("0th", {}) + except Exception as exc: # unopenable format / malformed EXIF + logger.debug("xAI-signature EXIF read failed for %s: %s", image_path, exc) + return False + + def _text(tag: int) -> str: + value = tags.get(tag) + return value.decode("latin1", "replace").strip() if isinstance(value, bytes) else "" + + description = _text(piexif.ImageIFD.ImageDescription) + artist = _text(piexif.ImageIFD.Artist) + # A 64+ char base64 blob after "Signature:" is far beyond any incidental + # description text, and the UUID Artist makes the pair xAI-specific. + has_signature = re.match(r"Signature:\s*[A-Za-z0-9+/=]{64,}", description) is not None + is_uuid = ( + re.fullmatch(r"[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}", artist, re.IGNORECASE) is not None + ) + return has_signature and is_uuid + + def get_ai_metadata(image_path: Path) -> dict[str, str]: """Extract AI-related metadata from an image. @@ -328,6 +373,10 @@ def get_ai_metadata(image_path: Path) -> dict[str, str]: if aigc := aigc_label(image_path): producer = aigc.get("ContentProducer", "") result["aigc_label"] = f"China AIGC label (TC260){f'; producer {producer}' if producer else ''}" + + # xAI / Grok EXIF signature scheme (its only provenance signal). + if xai_signature(image_path): + result.setdefault("xai_signature", "xAI/Grok EXIF signature (Artist UUID + Signature blob)") return result diff --git a/tests/test_identify.py b/tests/test_identify.py index bbb39d4..38cca3e 100644 --- a/tests/test_identify.py +++ b/tests/test_identify.py @@ -284,6 +284,33 @@ class TestIdentifyExifGenerator: assert any("generator tag" in w for w in r.watermarks) +class TestIdentifyXaiSignature: + """xAI / Grok's EXIF Signature + UUID-Artist drives an xAI verdict.""" + + def test_grok_signature_attributed(self, tmp_path: Path): + import piexif + from PIL import Image + + exif = piexif.dump( + { + "0th": { + piexif.ImageIFD.ImageDescription: b"Signature: " + b"A" * 120, + piexif.ImageIFD.Artist: b"12345678-1234-1234-1234-123456789abc", + }, + "Exif": {}, + "GPS": {}, + "1st": {}, + } + ) + path = tmp_path / "grok.jpg" + Image.new("RGB", (64, 64), (70, 80, 90)).save(path, exif=exif) + r = identify(path, check_visible=False) + assert r.is_ai_generated is True + assert r.platform is not None + assert "xAI" in r.platform + assert any("xAI/Grok" in w for w in r.watermarks) + + # ── Open invisible watermark (SD/SDXL/FLUX) integration ───────────── from remove_ai_watermarks.invisible_watermark import is_available as _wm_available # noqa: E402 diff --git a/tests/test_metadata.py b/tests/test_metadata.py index dc77b94..47b417b 100644 --- a/tests/test_metadata.py +++ b/tests/test_metadata.py @@ -16,6 +16,7 @@ from remove_ai_watermarks.metadata import ( has_ai_metadata, remove_ai_metadata, synthid_source, + xai_signature, ) # Real, committed C2PA sample images used to ground the SynthID-source tests. @@ -410,6 +411,66 @@ class TestExifGenerator: assert exif_generator(tmp_clean_png) is None +_FAKE_SIG = "A" * 120 # 64+ base64 chars; real Grok payloads are 300-1004 +_FAKE_UUID = "12345678-1234-1234-1234-123456789abc" + + +def _grok_jpeg(tmp_path: Path, *, signature: str = _FAKE_SIG, artist: str = _FAKE_UUID) -> Path: + """Write a synthetic Grok-style JPEG: EXIF ImageDescription "Signature: ..." + + a UUID Artist. Synthetic on purpose -- never commit a real Grok image + (its Artist UUID + signature are user/session data; this is a public repo).""" + exif = piexif.dump( + { + "0th": { + piexif.ImageIFD.ImageDescription: f"Signature: {signature}".encode("latin1"), + piexif.ImageIFD.Artist: artist.encode("latin1"), + }, + "Exif": {}, + "GPS": {}, + "1st": {}, + } + ) + path = tmp_path / "grok.jpg" + Image.new("RGB", (64, 64), (70, 80, 90)).save(path, exif=exif) + return path + + +class TestXaiSignature: + """xAI / Grok's EXIF Signature + UUID-Artist provenance scheme.""" + + def test_signature_plus_uuid_detected(self, tmp_path: Path): + assert xai_signature(_grok_jpeg(tmp_path)) is True + + def test_real_grok_sample_detected(self): + # Real committed Grok download (data/samples/grok-1.jpg); the EXIF + # Signature + UUID-Artist pair is the only AI signal it carries. + assert xai_signature(SAMPLES_DIR / "grok-1.jpg") is True + + def test_signature_without_uuid_artist_not_flagged(self, tmp_path: Path): + # A "Signature:" blob but a non-UUID Artist is not the Grok pair. + assert xai_signature(_grok_jpeg(tmp_path, artist="John Doe")) is False + + def test_bare_uuid_artist_not_flagged(self, tmp_path: Path): + # A UUID Artist alone (no Signature blob) must not false-positive. + exif = piexif.dump({"0th": {piexif.ImageIFD.Artist: _FAKE_UUID.encode()}, "Exif": {}, "GPS": {}, "1st": {}}) + path = tmp_path / "uuid_only.jpg" + Image.new("RGB", (64, 64)).save(path, exif=exif) + assert xai_signature(path) is False + + def test_short_signature_text_not_flagged(self, tmp_path: Path): + # Incidental short "Signature: ..." text is below the 64-char base64 bar. + assert xai_signature(_grok_jpeg(tmp_path, signature="ok")) is False + + def test_clean_image_is_false(self, tmp_clean_png: Path): + assert xai_signature(tmp_clean_png) is False + + def test_surfaced_in_get_ai_metadata(self, tmp_path: Path): + assert "xai_signature" in get_ai_metadata(_grok_jpeg(tmp_path)) + + def test_has_ai_metadata_true(self, tmp_path: Path): + assert has_ai_metadata(_grok_jpeg(tmp_path)) is True + + class TestAIGCLabel: """China TC260 AIGC labeling (Doubao and other China-served generators).""" diff --git a/uv.lock b/uv.lock index aa67383..94daf18 100644 --- a/uv.lock +++ b/uv.lock @@ -2150,7 +2150,7 @@ wheels = [ [[package]] name = "remove-ai-watermarks" -version = "0.5.4" +version = "0.5.5" source = { editable = "." } dependencies = [ { name = "click" },