From 51b75a7d7598499f8be53a396687f406480ee6e7 Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 11:40:53 +0000 Subject: [PATCH 01/10] [cv] Sync CV with Notion LIVE version for life-science roles - Retitle and reframe around generative/agentic models for biology - Update pubs: TxPert (Nat Biotech 2026), ShapeEmbed (NeurIPS 2025), bia-binder, MIFA, CIR4MICS, mmSIM, OPT; DOIs verified via Crossref - Tag author position on every paper; fix COVID portal authorship - Drop Boltz-2 wording that implied authorship - Add agentic biology, LLM post-training, OOD modelling bullets - De-duplicate reviewer/community entries Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- index.md | 107 +++++++++++++++++++++++++++---------------------------- 1 file changed, 53 insertions(+), 54 deletions(-) diff --git a/index.md b/index.md index da446fd..f4788e5 100644 --- a/index.md +++ b/index.md @@ -1,42 +1,46 @@ --- -title: Machine Learning Scientist — Drug Discovery (Foundation Models) +title: Senior Machine Learning Scientist — Generative & Agentic Models for Biology layout: default --- London, UK • [linkedin.com/in/ctr26](https://linkedin.com/in/ctr26) • [github.com/ctr26](https://github.com/ctr26) • [Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en) -*Focus:* Virtual cells, multi‑modal foundation models, omics + imaging, precision medicine +*Focus:* Generative & agentic models for biology • LLM post‑training • Out‑of‑distribution modelling • Virtual cells • Open to relocation (San Francisco) ## Professional Summary -Machine Learning Scientist specialising in **virtual cell** development for drug discovery. Built and deployed **multi‑modal foundation models** that integrate knowledge graphs, text, transcriptomic and phenotypic imaging data. Experience spans molecular interactions to whole‑organism imaging. Comfortable leading across science and engineering—MLOps at TB‑scale, reproducible pipelines, and cross‑functional collaboration with biology, chemistry and platform teams. +ML Research Scientist building **generative models that generalise to unseen biology**, so that we can build the first virtual cell. Eight years applying machine learning to biological data, from light‑sheet microscopy and TB‑scale image archives to single‑cell transcriptomics and knowledge graphs, with papers in *Nature Biotechnology*, *NeurIPS* and *Nature Methods*. I write the research code and the infrastructure: tools other labs use, agents grounded in real biological databases, and training and inference on cloud and HPC. ## Core Strengths -Foundation models • Representation/self‑supervised learning • Multi‑modal fusion • Knowledge graphs • Biological sequence & transcriptomics • High‑content imaging • GNNs • OOD/robustness • Scaling & performance • Reproducible ML (MLOps) • Scientific communication +Generative & OOD modelling • LLM fine‑tuning & post‑training • Agentic / tool‑use systems grounded in biological databases • Benchmark & evaluation design • Self‑supervised representation learning • Transcriptomics + high‑content imaging • Knowledge graphs & GNNs • Cloud/HPC MLOps • Open‑source scientific software • Teaching & mentoring ## Experience **Senior Machine Learning Scientist — Valence Labs @ Recursion Pharmaceuticals** London, UK • Oct 2024 – Present -- **Virtual Cell initiative:** Fine‑tune multi‑modal LLMs over **knowledge graphs + text + RNA‑seq + phenotypic imaging** to model cell state and predict gene/drug responses; partnered closely with biology to design benchmark tasks and success metrics. -- **TxPert:** Co‑developed a **state‑of‑the‑art transcriptomic perturbation predictor** using systems‑biology KGs; contributed training code, data curation, and ablations. -- **Boltz2 project:** Contributed to proteome‑scale **virtual drug screening** components; supported evaluation strategy and error analysis across targets. -- **Community:** Organiser, **Virtual Cell Journal Club**; fostered reading group bridging ML and wet‑lab teams. +- **Research engineering lead, ~30‑person research team:** Set technical direction and engineering standards across a multidisciplinary ML and biology group; **scale models to the cloud** for multi‑GPU training and distributed inference; foster collaborative coding — code review, reproducibility, shared tooling — to carry research prototypes into production. +- **Generative out‑of‑distribution modelling:** Train **large diffusion transformers** to generate perturbational biology, targeting generalisation to **unseen** perturbations, cell types and their combinations rather than in‑distribution interpolation. +- **Gene expression + bioimage data:** Model **single‑cell and bulk RNA‑seq** jointly with **high‑content phenotypic imaging**, so each modality constrains the other where one alone leaves the prediction under‑determined. +- **LLM fine‑tuning & reinforcement learning:** Post‑train multi‑modal LLMs over **knowledge graphs, literature and omics**; apply **RL** to align agent behaviour with verifiable biological objectives. +- **Agentic biology:** Build **tool‑use systems grounded in real biological databases** — constrained decoding over **Ensembl/HGNC/ChEMBL** vocabularies, tool‑call verification against structured resources, retrieval grounding and verifier ensembles — producing explainable, multi‑source gene–gene hypotheses. +- **Active learning:** Design acquisition strategies that choose the next experiment under a fixed budget, closing the loop between model uncertainty and wet‑lab capacity. +- **TxPert** *(Nature Biotechnology, 2026)*: Co‑author on a state‑of‑the‑art transcriptomic perturbation predictor conditioned on multiple biological knowledge graphs; owned benchmark‑task design, data curation and **OOD ablations**. +- **Virtual screening:** Evaluation strategy and error analysis for proteome‑scale binding‑affinity screening. +- **Community:** Organiser, Virtual Cell Journal Club, bridging ML and wet‑lab teams. **Senior Research Associate & AI Engineering Lead — EMBL‑EBI (Uhlmann Group & Bio‑Image Archive)** Cambridge, UK • Dec 2022 – Oct 2024 -- **Team leadership:** Supervised **6 PhD students**; established coding standards, CI, and peer‑review practices used across the lab. -- **Spatial biology:** Built deep‑learning pipelines for **high‑content cell morphology** and single‑cell feature learning; integrated with public bioimage resources. -- **Open‑source:** Created **[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** (self‑supervised biological images) and **[shape_embed](https://arxiv.org/abs/2507.01009)** (cell‑shape DL toolkit); productionised training/inference. -- **MLOps:** Designed scalable pipelines processing **TB‑scale microscopy datasets** across HPC and cloud; containerised workflows, automated experiment tracking. -- **Academic service:** Reviewer — ISBI 2022/2023, **ICASSP** 2024. +- **Team leadership:** Supervised **6 PhD students**; established coding standards, CI and peer review across the lab. +- **Self‑supervised representation learning:** Created **[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** and co‑authored **ShapeEmbed** *(NeurIPS 2025)* — contour and morphology representations learned without labels, both shipped as **production Python used by other labs**. +- **Cloud compute for biologists:** First author on **bia‑binder** *(Bioinformatics 2025)* — web‑native cloud compute alongside the Bio‑Image Archive. +- **MLOps:** Designed scalable pipelines processing **TB‑scale microscopy** across HPC and cloud; containerised workflows, automated experiment tracking. **AI/ML Founding Engineer — Amun AI AB** Stockholm, Sweden • 2022 – 2024 -- Built **GKE/Kubernetes** platform for model serving with **NVIDIA Triton/KServe**; supported **100+ models** for **30+ daily users** with auth, monitoring and autoscaling. +- Built a **GKE/Kubernetes** model‑serving platform with **NVIDIA Triton/KServe**; supported **100+ models** for **30+ daily users** with auth, monitoring and autoscaling. **AI/ML Engineering Consultant — DeepMirror** Cambridge & London, UK • 2022 – 2024 -- **MouseMindMapper:** Automated brain‑histology segmentation product generating **£50k annual revenue**; delivered end‑to‑end data, training, packaging and docs. -- Wrote a high‑performance **C++ cheminformatics fingerprinting** library for production use. +- **MouseMindMapper:** Shipped a brain‑histology segmentation product generating **£50k annual revenue**; owned it end to end — data, training, packaging and docs. +- Wrote a high‑performance **C++ cheminformatics fingerprinting** library for production. **Data Scientist — Brazma Group, EMBL‑EBI** Cambridge, UK • Dec 2019 – Dec 2023 @@ -46,71 +50,66 @@ Cambridge, UK • Dec 2019 – Dec 2023 **Software Engineer (COVID‑19 Response) — European Nucleotide Archive, EMBL‑EBI** Cambridge, UK • Mar 2020 – Sept 2020 -- Built CI/CD for the **COVID‑19 Data Portal** to enable **daily global data updates**. -- Scaled NGS alignment and **Nextflow/Kubernetes** ETL pipelines for surging data volumes. +- Built CI/CD for the **COVID‑19 Data Portal** enabling **daily global data updates**; scaled NGS alignment and **Nextflow/Kubernetes** ETL for surging data volumes. **Computational Microscopist — National Physical Laboratory** London, UK • 2018 – Dec 2019 -- Developed novel **3D organoid segmentation** methods for cancer research; delivered consultancy to MSquared on advanced imaging. +- Developed novel **3D organoid segmentation** methods for cancer research; consulted for MSquared on advanced imaging. ## Education **PhD, Engineering — University of Cambridge** • 2014 – 2018 (EPSRC PES‑CDT) *Thesis:* “Light‑sheet microscopy for tracking particles in large specimens” -- Designed & built a novel light‑sheet microscope with automated acquisition. -- Algorithms for particle tracking, signal optimisation, and micrometre‑scale tomography. -- Supervision: 2× MRes, 1× BSc. +- Designed and built a novel light‑sheet microscope with automated acquisition; algorithms for particle tracking, signal optimisation and micrometre‑scale tomography. +- Supervised 2× MRes and 1× BSc students. **MRes, Photonics — University of Cambridge & UCL** • 2013 – 2014 (EPSRC Photonics CDT) -- Structured‑illumination microscopy reconstruction; modules in Computer Vision, Quantum Mechanics, Photonics. +- Structured‑illumination microscopy reconstruction; Computer Vision, Quantum Mechanics, Photonics. **MSci, Physics (First‑Class Honours) — Nottingham Trent University** • 2009 – 2013 -- Top physics graduate; President, Mountaineering Club (2011–2012). +- Top physics graduate. -## Selected Publications & Preprints +## Selected Publications -1. **Wenkel F**, Tu W, Masschelein C, Shirzad H, Eastwood C, Whitfield ST, Bendidi I, **Russell CT**, et al. *TxPert: Leveraging Biochemical Relationships for Out‑of‑Distribution Transcriptomic Perturbation Prediction.* arXiv:2505.14919 (2025) +1. **TxPert** — out‑of‑distribution transcriptomic perturbation prediction over biological knowledge graphs. *Nature Biotechnology* (2026) • co‑author. [doi:10.1038/s41587-026-03113-4](https://doi.org/10.1038/s41587-026-03113-4) +2. **ShapeEmbed** — self‑supervised learning of 2D contour representations. *NeurIPS* (2025) • second author. [proceedings](https://proceedings.neurips.cc/paper_files/paper/2025/hash/124cc3a6e8f563555c8bba9f5ded690f-Abstract-Conference.html) +3. **bia‑binder** — web‑native cloud compute for bioimage analysis. *Bioinformatics* (2025) • *first author*. [doi:10.1093/bioinformatics/btaf412](https://doi.org/10.1093/bioinformatics/btaf412) +4. **MIFA** — metadata and accessibility standards for reusable AI training datasets in bioimaging. *Nature Methods* (2025) • co‑author. [doi:10.1038/s41592-025-02835-8](https://doi.org/10.1038/s41592-025-02835-8) +5. **DL4MicEverywhere** — reproducible, containerised deep learning for microscopy. *Nature Methods* (2024) • co‑author. [doi:10.1038/s41592-024-02295-6](https://doi.org/10.1038/s41592-024-02295-6) +6. **CIR4MICS** — synthetic ground truth for benchmarking image‑analysis methods. *Bioinformatics* (2023) • co‑author. [doi:10.1093/bioinformatics/btad587](https://doi.org/10.1093/bioinformatics/btad587) +7. **The COVID‑19 Data Portal** — rapid open‑access data sharing for SARS‑CoV‑2 research. *Nucleic Acids Research* 49(W1) (2021) • co‑author. [doi:10.1093/nar/gkab417](https://doi.org/10.1093/nar/gkab417) +8. **mmSIM** — open toolbox for structured illumination microscopy. *Phil. Trans. R. Soc. A* (2021) • *first author*. [doi:10.1098/rsta.2020.0353](https://doi.org/10.1098/rsta.2020.0353) +9. **Frame‑localisation OPT** — reconstruction for optical projection tomography. *Scientific Reports* (2021) • *first author*. [doi:10.1038/s41598-021-83454-z](https://doi.org/10.1038/s41598-021-83454-z) -2. Harrison PW, Lopez R, Rahman N, Allen SG, Aslam R, Buso N, **Russell CT**, et al. *The COVID‑19 Data Portal: accelerating SARS‑CoV‑2 and COVID‑19 research through rapid open access data sharing.* Nucleic Acids Research 49(W1):W619–W623 (2021) - -3. Ouyang W, Beuttenmueller F, Gómez‑de‑Mariscal E, Pape C, Burke T, Garcia‑López‑de Haro C, **Russell C**, et al. *Bioimage model zoo: a community‑driven resource for accessible deep learning in bioimage analysis.* BioRxiv 2022.06.07.495102 (2022) - -4. Ahlers J, Moré DA, Amsalem O, Anderson A, Bokota G, Boone P, **Russell C**, et al. *napari: a multi‑dimensional image viewer for Python.* Zenodo 1–2 (2023) - -5. Hidalgo‑Cenalmor I, Pylvänäinen JW, Ferreira MG, **Russell CT**, et al. *DL4MicEverywhere: deep learning for microscopy made flexible, shareable and reproducible.* Nature Methods 21(6):925–927 (2024) - -See **Google Scholar** for complete publication list: [scholar.google.com/citations?user=XVt7BYQAAAAJ](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en) +Full list on **[Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en)**. ## Patents -- **Virtual Cell Foundation Model** • Patent pending • 2024 • Multi‑modal integration of knowledge graphs, transcriptomics and imaging for cellular state prediction (Hook1/Recursion) -- **TxPert: Transcriptomic Perturbation Prediction** • Patent pending • 2024 • Systems‑biology knowledge graph integration for gene expression response forecasting (Recursion) +- **Virtual Cell Foundation Model** • Patent pending • 2024 (Recursion) +- **TxPert: Transcriptomic Perturbation Prediction** • Patent pending • 2024 (Recursion) ## Open Source (Selected) -- **[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** — Self‑supervised learning for biological images. -- **[shape_embed](https://arxiv.org/abs/2507.01009)** — Deep‑learning toolkit for cell‑shape analysis. -- Contributions to **Hypha Platform**, **BioImage Model Zoo**, **BIA Binder**, **Hypha Helm Charts**, **COVID Workflow Manager**. +- **[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** — self‑supervised learning for biological images. +- **[ShapeEmbed](https://proceedings.neurips.cc/paper_files/paper/2025/hash/124cc3a6e8f563555c8bba9f5ded690f-Abstract-Conference.html)** — self‑supervised 2D contour quantification (NeurIPS 2025). +- Contributions to **napari**, **BioImage Model Zoo**, **Hypha Platform**, **DL4MicEverywhere**, **BIA Binder**, **COVID Workflow Manager**. ## Skills -**ML & AI:** Foundation‑model fine‑tuning, contrastive/self‑supervised learning, OOD & uncertainty, evaluation/ablation design -**Frameworks:** PyTorch, TensorFlow, Lightning, Pyro, Hugging Face, scikit‑learn -**Vision & Bio:** Bioimage analysis, 3D reconstruction, segmentation/super‑resolution, **snRNA‑seq/bulk RNA‑seq**, histopathology, fluorescence imaging, **GNNs**, knowledge graphs -**Languages:** Python (primary), R, MATLAB, C++, Java -**Compute:** Multi‑GPU training (A100/V100), CUDA, distributed training, SLURM, HPC, GCP/AWS GPU instances -**MLOps/Infra:** Kubernetes, Docker, **NVIDIA Triton**, **KServe**, MLflow, CI/CD, Terraform -**Workflows:** Nextflow, Snakemake, Apache Airflow +**ML & AI:** Diffusion transformers, generative modelling, foundation‑model fine‑tuning & post‑training, reinforcement learning, agentic / tool‑use systems, constrained decoding & retrieval grounding, active learning, contrastive/self‑supervised learning, OOD & uncertainty, evaluation/benchmark design +**Frameworks:** PyTorch, Lightning, Hugging Face, Pyro, TensorFlow, scikit‑learn +**Bio & data:** Single‑cell & bulk RNA‑seq, high‑content & phenotypic imaging, histopathology, GNNs, knowledge graphs; UniProt, PDB, Ensembl, NCBI, ChEMBL +**Languages:** Python (primary), R, C++, Rust, MATLAB, Java +**Compute:** Multi‑GPU (A100/V100), CUDA, distributed training, SLURM, HPC, GCP/AWS +**MLOps/Infra:** Kubernetes, Docker, NVIDIA Triton, KServe, MLflow, CI/CD, Terraform; Nextflow, Snakemake, Airflow ## Grants & Awards -- **AI4LIFE** (2022) — Co‑investigator on **€5M** EU grant (federated bioimage AI) +- **AI4LIFE** (2022) — co‑author of the successful **€5M** EU Horizon grant (federated bioimage AI) - **EPSRC CDT Studentship** (2013–2018) — Photonic & Electronic Systems CDT (£120k) -- **Nuffield Research Bursary** (2012) — Computer vision for liquid‑crystal flows -- **Institute of Physics** grant support (2009–2012) +- **Nuffield Research Bursary** (2012) — computer vision for liquid‑crystal flows ## Teaching, Mentoring & Service - **Course lead:** Deep Learning for Bioimage Analysis (2019–2023), 40+ participants/year -- **Supervision:** 6 PhD students (AI & spatial biology) + 3 project students (PhD years) -- **Peer review:** Nature Methods, Scientific Reports, Journal of Microscopy, ISBI, **ICASSP** -- **Talks & conferences:** FOM (2018, 2022, 2023), MMC (2018, 2022), CBIAS (2023) -- **Community leadership:** Rowing captain/coach (Magdalene College), Mountaineering Club President (NTU) +- **Supervision:** 6 PhD students (AI & spatial biology) + 3 project students +- **Peer review:** Nature Methods, Scientific Reports, Journal of Microscopy, ISBI (2022, 2023), ICASSP (2024) +- **Talks:** FOM (2018, 2022, 2023), MMC (2018, 2022), CBIAS (2023) *References available upon request.* From a110e26f068a14e40cadcc419a6fe9e2e92d987e Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 11:44:21 +0000 Subject: [PATCH 02/10] [ci] Add PR preview build with the GitHub Pages builder Builds with actions/jekyll-build-pages (same engine as the live site) on every PR and uploads the rendered _site as an artifact. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- .github/workflows/preview-build.yml | 44 +++++++++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 .github/workflows/preview-build.yml diff --git a/.github/workflows/preview-build.yml b/.github/workflows/preview-build.yml new file mode 100644 index 0000000..56b9577 --- /dev/null +++ b/.github/workflows/preview-build.yml @@ -0,0 +1,44 @@ +name: Preview build + +# Builds the site with the same builder GitHub Pages uses, so a green +# check here means the live build will succeed. The rendered site is +# uploaded as an artifact for previewing before merge. + +on: + pull_request: + workflow_dispatch: + +permissions: + contents: read + +concurrency: + group: preview-${{ github.ref }} + cancel-in-progress: true + +jobs: + build: + runs-on: ubuntu-latest + + steps: + - name: Checkout repository + uses: actions/checkout@v4 + + - name: Build with Jekyll (GitHub Pages builder) + uses: actions/jekyll-build-pages@v1 + with: + source: ./ + destination: ./_site + + - name: Upload preview + id: upload + uses: actions/upload-artifact@v4 + with: + name: site-preview + path: _site + retention-days: 14 + + - name: Summary + run: | + echo "### Preview build passed" >> "$GITHUB_STEP_SUMMARY" + echo "Download: ${{ steps.upload.outputs.artifact-url }}" >> "$GITHUB_STEP_SUMMARY" + echo 'Unzip, then `python3 -m http.server -d site-preview`' >> "$GITHUB_STEP_SUMMARY" From 7cfa20eed75341435655a9e463449b85121439fe Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 11:47:17 +0000 Subject: [PATCH 03/10] [cv] Finish master CV: part-time labels, 2-page PDF from index.md - Label Amun AI and DeepMirror as part-time roles held alongside EMBL-EBI (2022-24) so the overlap reads as intended - Drop Core Strengths and references line; compact education, open source and grants/teaching to remove repetition - Add scripts/cv_pdf.py + `make pdf`: renders index.md to a 2-page A4 cv.pdf with headless Chrome; site links to it - Preview CI also renders the PDF so a stale cv.pdf is visible Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- .github/workflows/preview-build.yml | 11 +++- Makefile | 62 +++++++++--------- _config.yml | 1 + cv.pdf | Bin 0 -> 142685 bytes index.md | 37 ++++------- scripts/cv_pdf.py | 94 ++++++++++++++++++++++++++++ 6 files changed, 149 insertions(+), 56 deletions(-) create mode 100644 cv.pdf create mode 100644 scripts/cv_pdf.py diff --git a/.github/workflows/preview-build.yml b/.github/workflows/preview-build.yml index 56b9577..744833d 100644 --- a/.github/workflows/preview-build.yml +++ b/.github/workflows/preview-build.yml @@ -29,16 +29,23 @@ jobs: source: ./ destination: ./_site + - name: Render CV PDF from index.md + run: | + pip install markdown + CHROME=$(which google-chrome) python3 scripts/cv_pdf.py index.md cv-preview.pdf + - name: Upload preview id: upload uses: actions/upload-artifact@v4 with: name: site-preview - path: _site + path: | + _site + cv-preview.pdf retention-days: 14 - name: Summary run: | echo "### Preview build passed" >> "$GITHUB_STEP_SUMMARY" echo "Download: ${{ steps.upload.outputs.artifact-url }}" >> "$GITHUB_STEP_SUMMARY" - echo 'Unzip, then `python3 -m http.server -d site-preview`' >> "$GITHUB_STEP_SUMMARY" + echo 'Unzip, then `python3 -m http.server -d _site`; the fresh PDF is `cv-preview.pdf`' >> "$GITHUB_STEP_SUMMARY" diff --git a/Makefile b/Makefile index 363d5ed..c84ee52 100644 --- a/Makefile +++ b/Makefile @@ -1,29 +1,33 @@ -.PHONY: help serve server build clean install test - -BUNDLE := /opt/homebrew/opt/ruby/bin/bundle - -help: - @echo "Available commands:" - @echo " make serve - Serve the site locally with live reload" - @echo " make server - Serve the site locally (alias for serve)" - @echo " make build - Build the site for production" - @echo " make clean - Clean build artifacts" - @echo " make install - Install Jekyll dependencies" - @echo " make test - Serve site locally (alias for serve)" - -serve: - $(BUNDLE) exec jekyll serve --livereload - -server: serve - -build: - $(BUNDLE) exec jekyll build - -clean: - rm -rf _site .jekyll-cache .jekyll-metadata - -install: - gem install jekyll bundler - bundle install - -test: serve +.PHONY: help serve server build clean install test pdf + +BUNDLE := /opt/homebrew/opt/ruby/bin/bundle + +help: + @echo "Available commands:" + @echo " make serve - Serve the site locally with live reload" + @echo " make server - Serve the site locally (alias for serve)" + @echo " make build - Build the site for production" + @echo " make pdf - Render index.md to cv.pdf" + @echo " make clean - Clean build artifacts" + @echo " make install - Install Jekyll dependencies" + @echo " make test - Serve site locally (alias for serve)" + +serve: + $(BUNDLE) exec jekyll serve --livereload + +server: serve + +build: + $(BUNDLE) exec jekyll build + +pdf: + python3 scripts/cv_pdf.py index.md cv.pdf + +clean: + rm -rf _site .jekyll-cache .jekyll-metadata + +install: + gem install jekyll bundler + bundle install + +test: serve diff --git a/_config.yml b/_config.yml index 5262603..3a92616 100644 --- a/_config.yml +++ b/_config.yml @@ -33,6 +33,7 @@ exclude: - Dockerfile - docker-compose.yml - docs/ + - scripts/ # Site metadata diff --git a/cv.pdf b/cv.pdf new file mode 100644 index 0000000000000000000000000000000000000000..9b34d7bff982c5216ead48557f9923146d74f68a GIT binary patch literal 142685 zcmb?@1yo#1wsr`?Ex1c?ZyIQ5+yVr5g1fskZV671;7)K$fZ)O1-Q8V-2A98c=gyk@ z)_U{Snz?^>S9evNeNNR^d)KZyr}`@z#kUeHKvqs-CTANZxni^Z%Lj~WN8k*RcIy;M5 zIN95p0)U)AR<_@73Kc^$Lnq5WPlgt*=wxr=Vr&X6UB%kc5CE+;g)LP2pVhLow|i>{ zfmZh|FFPAM7aI>d2N1}~1!8AnW21w9pmK8dCjYmHpdhlToyl+X9RF$sV?zocGC)+0 z0w8biWNT>iFCie?zob+>984(yB6fE65M+RgixK3HG_+BykpU7EoX`u{JDET$ul@TR zHeF8Tuz{9iYGP@}YHV){u(SghL!8*T7@#!;s6d=tj3J7KPNsGc z3Lx9>*IxkqRoVX?03aB|%Kldf>>#$^kp2r0=9Ul(7o$HQ{9pA4{-yrxe_H|UAn;$> zp92VH<^Jz#?`&*gZ)51hYHn|DZe#in6qXRf-%4{9a&b0w63|eGaEodxi9lb{v=%l3 zrgr~EL+pP+_!mR`FHH=J@HZw7j(-{%2M6098Jz#Qo&7~cE*3VnhIV%5PWCPi03%C# zOIt&8Q+-ogBU6)q1B>G?usHvvI0;J|2()7WBy6DF_pPb1y@@F@K-SdG9AZHM@de#5 zm$&}6X0uC2fs4PYLx&i-M9Tel_U-OnN9wQTrF(CMxE-;7_$Bu}qe;js^$^&#K5cIc z>E%twsb0~VCO0)R?ElKkX|mkj-cl?7vHJA5t^YK5{2lOoR{3Chw{a(b`}4b>N6M1z z?TOIidhPSm@hCv(L1gvm!B5}!=KI0b=4YXYvkSlbZCX2_$IJbsQNTKFWK%tb9lPnT z!lYRtU)CqZpMFIpIeuWI-G|60`+*wihvU&fy65}nr$eFV;~&otzwGamrth{D^r4qD zvXhn@S#EjS7iTS{wO=pjK0egf^TiRZ&$QEj-VKMuxlZ&uVE_33?0T<+XuXSIh&&;V zc>!yj$UU_cI5sfe1ef@)A~Zl zMCsQ{#yFQE-f2`f8S4z5^+ZPa`G& zb+4?7VeLTv08y*@#-MW6Wm{L}oA}{Kj^_-m7F(ec(yN)8_Azv4?i9SvYX1eX-rI7P z*NY#jCx{u&RjZK&qSrp2bqdzVV+$}?2LR8(3I_$l*M7Bw{LH(W%Sj;SbzJ`AmZ4Bszw}}J@M8@tvn9=hdbqnz z#vwvoYog}@!(5S1%>s}&IrF+FHkjvt< z3eJFqOl3L!3E0NbK{q@A)pvq++Ke1>!mH*zs~R(|Fb=16@JpwIu&iitX1Er3x2E&) z@%9VVa~e@uwsqZC16sNqbaIorp0f3?IT`U>)l&z%HGKKi(h~E)7h|ye=j%T|_5fEL zNax;3GEWGT!W<|-gB#K4f}=dAFum9bFTDhj4XA?MtNdUpEbZvnKMm26FB zP1rqS^$OG=-*HJ^I5c%s1S(LTqE$bwVZKOmsN0j=0V39hh8jq>aT|b6QO&qnTgAu9 z1E)XmVUpdR(j#%JRug3Ld?Xggv1$v#Lla9!SRg-RGx_fSu2W8Iq-t8x< zkK~gu9!0MCX}(_;^3@9ou3Ep@KPYVh$@L<;X~TbT%p={4e~;JnrqsGc$>faVMtK~e z`e%2a;#bkiL~iDJxEjj)ps_rWmwnz2Cu6k*RQVR6eZ#S;XTFKuv9q(<0=+H^UEO0? zwCNbxMj4C?g4M)`JCW8fsYFqFoI3-yJ)sUOX=Hi1nD0w!#QA(+Y7SGaOv&t1ty!fV z%IJ3%T(KNE4v;=+m(W=3t+m5TymKtrx6;u-b59V~?9>y*Xh6q+d}_5_j?;?+y>p9@ zN15@udpVSPmGL=S>q)Qm%gb(Mn`@OO`?JqBODN-gn}XyK!Ml$NS>mV51Tz5{JT128 zC$gt{!40rntezjkZNoCKMDQ12QM8m)luwqX2C~DXJjq3WMn($Ys8ov*XC79J%$ur% z#S%Mf<~Q?lFK1rQuw?0wTz|Z4Dg*WoIaXA^Ra1f&ysc!B<$Y!P^;ceuP>J*hminW4 zWjS?vhLRI^|L}CLAq&hrDt$guwuU&OI4(O_gk{;Q#t1}dM%)qeZ!3FOR02UK7o=YL zJemr^6+QlK;s@~lA76X9zib(IDf?+ex(*`0cv-&j`iP{rLBxP!bJgN1xzhYYvU%*)tg=n8(n^1#VUOQp(4!n)Amf{J%TWz7<~+1$qbgdLE;!Y z&gyxTG2v|Pmh#mss_~erOaTG!Il;T`6t(O+mM`9KP?wh0l-If)wbUT%B~n}k-^hVYFj9|7@v z(MQWxTf${7#F(fuMG?F0#JSBDtqE|JB9RPdQa%P7k)Q2}(MrnZuFsED_kILrdhNTR zjoMI91#I|zgs=ZMf_ueNV3=)fJd9JRE(x3fi;)(_8AUWO~{+LP0n)(;lcRY}_SVL@a8<5~bstc^KmW;{03IkcD3Fj*t4BAYR$=C%`3g zXn_xGp1!wa?%6bz^nNOBvJ)Kt>6aijULxr=#pF8+@-}vvwy4z{j}4tgu%&;E6zMdS78X=|I-T zi|j^bLyu^Bc0wABVsscZdg_Y)xvyns!%K(=*_#BX_6~eV-Xi)-R7J#vTGht!nzSYO zI2{1doxx`OBt?L~C)y}YNJQEzkyJqnr#%?x0w$&!j|^T9dWkMvM^k+H&E8|#u*f(g6xmyNixW>`59EYFbIL3l(&w*iL!6`>RY%M{ zrI+76vYJBBwgU_E4OTUwm~P;3X>>LjNqIET8-;0N zmZZQXAibQop#Z7sJedm zo1SV<+|t!PC(*#y=_$uFeAS|6b8KAqfn*e7LJtfUFo?FNr$5S(z6234Pd(&0tH$gjZAEfTN_^3P`Sb89DU5_HM zZ9Crv$A7gJQunlmqY*|+P@d<(xl*TJCJusOL zBCqz1MDm(Hp0Jhs2leM*lg0w(sH4ZxElwfBPa6Yp971RE6MID}Gr6<-mB>48-v>8! zB5~34kr4trQNzm9RH$d$>>Wn8pYS=~IfQ2gtsy;(ruaPZ`sKA)zOna{@+F^HL)Yq) z;`wIB(ErvnKXtMMi?N`~py`LNujBcMmCHS-`Ddhxe0>_86_&DvR~qT1jD1rEc7l_g zJm&iK|&Z1Fjisn~rel^7*{#>8-tr zTwa)rQ3SC5L$hV}B$Ltk!c7*g4}-QJtEcpZ-Zx>!l!*y@zSd@tq_muU{*Hz=3k}0J-Mr&8 ztle$n{mdFBWh=(hC0y;yVgeQY0>7P~tDc@xtCFxDZlpX5N%JMSvJ6^zKH#0$xEL8G zDG3id40dv-PF!cYACAD$+Mih$j)yfal}~r)LV8bAOSd+&$Ey39WgH4M%M7DxA@mW> zEYJSkty)G-!F~=QQRqFo`T%!f_m1gUzx#H4hAp}PzdFaoD7=W;sPuQ#L^OxRS^D?# ztAZ8i<4a{d^e>wT#Z*I%3t=z{F*uru&CGrcZ!W2ClHsgaVrb};LQ0A1oPX`1>}RRH zYfP9lfob`0QC?$?zs3CdeM3vXdbPs)kNCVT0J@f0@t?=Lgk@NnMiuSXe50RVchvH> zt}Q+h;;kQvu$RFC=;0J_ie*4HN2d{9{^|lFdWqkYfr}e{STATY%iI=T^KI?kTWyD6 ztO1;KCg0b3EcTUadaq*0{9igE^6>sT%DtVKe06+7&CMd6_T#na7XR2ymB=Fgl8hG*U)P}6m2PeW zzoYhX$Lp`7E4{A`x@c`=gKsiWDqU)&+JZ`Nk?3{{ZHhYO74aKj$qwfP(E&^6w{oBn zi|r1%NWaak2`lqm|G1#?Y_P=(MS*}qgINWe2_82*pXI>t~h&(v``(la7tHU-F+?tAQ*cTKIjzzU{j3twdu9sP_$lXQW&tLo3a!;EiK;WY#`^ zIaw01)2Oej4M%K5R@A|64P<_rK8X@KRrDk;F@C=76AV38Drb67S75nQ&&_c?vNC?} zCJ_G$f~+#s%>7Y?&DU_Oh4i37&J`vr;LsL87BS}k4E0y z5TP>{6{9nMIo_Y*KGwfos7aS3BnEM!9xRDlM3ICzd9j4bM@=Q|ZCw?-;jM2*3-gZT zbepL^CdK~xl;(%W%d^Rtk?vR{KT@aJxs9BW&gGiuwNK2_PzrHkD4prgp9+v?rBUOp zk53-RM$XWYmV>MPku!QUkyJa?&$4gAd30iyp%WuF(;q__vu<;#ADODr24uI#sf%-!Ar)4QIuY&;*L(e=;pTP0!%$&@S-gbMVMF ziXST9wGT{{uUBTd$J@xF<7>^eoHPm}Noe51OV80H+m80O%z%e>hYnoF8!_`ia22`DSzQ}t zc_(g5Vfp>}fuDKY!G#B9e(C_`DW*}%O0jxoN?o-lJEceJ2=2X)5FuM&ZxEils7?>c zMQH%t9tkBmkfc`_A=g_w&9MWPgfqzR?K;ZTs&nF55JG5Ouq-O_-W09~?3EjS?r`Di z{L{Yt9yoZMfk7XCOydW=$#T6kyDV*In`@g)aZoereZ=uB#Jvy*&zlZd9(_F!Ws=h0-0TntyJRggC#tO9!Sqv3?54LF4M{~Rl}{zrt2glL z^G+rl&B3FNu^7G5iHeUcJ^ML}^i<=3%RA|B&>XG!A~#%`16^qGW#VC;vsrJO)9xo4 zVQF{^6r4~f)-ug zMJwdJ1rQL5i9xpN4YNK6x`}UeAEw@pEA$YOad)iK`@(J>(Aiy(4-TF(xLo$|w9f95 zib@I8^Q5bPG4`IE`lxkSrG1t`s2x?&qx{30ZkDw-B2M3>^$17;*OTZJ5 z@c9ATXTr+;zh~9C^HOlDv#lkwKkDi>FXM`&!v0FGLYg)&wA_+U&IG*K!Dn4)>lJ33 zg1IFwtG~g9jab>w6f{jaGpop5_6j*+BK~fbc_#_^b=BP+?&sZpe+V|8G6xIT@I`50 zBqDPmsY-kAkZGQ+8E6j+?XJ1Hob+&vT!s~-%l+7x-&WVdylwjFKixOb*`Zqe#1d5ZIw6WBW1mSa zlZG_#2Vcn;a!ErkePeG!%c$?E9CY?6n%i*|QPZ;LxzuO-xe%MJbQZe>Ii=$YPNVwK ze9L;~1?s}ZSM87;f0oQr~v+(kKCOi5d#O$SLOyK&_go+bAjrx|Nv`w^_#3w@A zq<9kPFlioQhAz9E&aW}G6d}rAu_xf9(evNhr$_ugh~`xvuM;EYydi;3$ROhs%D+sA zbe>Q-lj!wAF`ti^fb<66#F*C&3E%cbYYj(^$smbo}ehC4mIT3w^sg~P<~DP72VE9`5wTOae6)i zd049vF*|xS(O$x{F4aQDxkF!f~-Nl~!W&YF;(I$lC(`HXi z@Anah%>1U03^y-0nr(0p(LKrnsyIk?Mo3OL7}*x&8EGk*MjiW*^*(H5LxNgoM1$Ie zabfSK;D}|oVEswY&MhrkYCxGRM7wWcGDqhSzPOq0oN>185^=RdtS+qXj_lH1CT(2f z=$;O|;@T?-wiRIA#C~|#tp1|A?8>0s$6nRs*srVZ*8|YIYh1_hrCb%qG$ngfQBD@l zk$v8bEAQT|t7CvICB0quDz89ZDy2At*+rU_*?}{EfYr=cPyH;h(p(qpKHk&hC4>qpP$D)|FvZwaGVUBYf2q*_YLBvu*&~S!rh(8X5r^TkaLXHgMO<{%0krBw zgAn)j*DtUzzI2xQq#7{{SFZ>TS&m89)F{FIs4Q(eyWQ%tc$AO4S8bTM=`TUN&@=Ug zWLK^DA;u0}WA@+!L=aybXw2JT02F}_AC$Z`j{OH^xFR|wi2xQ}nXlg^ljj@}YkS;k z5BAY!2Yi%}7Uaf0aXD42_RNC`HN->r-hYyN37D%@*s{fyx75oQ+L8tpE{1M`kN zJDDIPTXcpHYI@->M#YXNIsg1+{DPsW-zNK{;+7WYkFY|ICd;k{jT~UeWmH6w z&xUgN`a~l6ja$0gbc{d3lgKmitZY>U>r;CuVNh%{)rK6=Pr~DpM}WRCx&`^+Km!6n zcLIDtudZI9QsAuoH`P5YH^ruLUtKABSoTy!1QS`yni6VGXnYK@FB!{PQ_2F)M7H>M z-b?m^uEdX)7OzawvE4MKz^_cG6{_OjK=aEq$xLXn(fg9EMPA`&<3Y!OTp9$tCL*XDHuW(t$aqL(hm^~zls=uIq_Y zByE!kLgX2haQw=+9yhFjn0Vu6+-1(!Y5k4|Nx<3ljI%o7yy$!VY~c0ur`$>0BTL`C zS67egx&br%UtVt`pfzUEk>Ry(`hTN#?Y>=C&5|_b@@NmnS((kn6=KD0W?0-??5=s| zFo|oCwaNZeTSQDSo13If#hdls4id!e0e|2eGBr(tgVrPPs!jJn^eu)#c)*C6*M2)9 z6Z^Xlj{I4fR98ME%bX~4`Sz7rE^zBduSrklg<{C_D^rA>BO)w2B{1fOMev;t7bqA8 z7J6SO@+=0ph%E%q`351zhdR7iXgDEoXu$P~XvA3a%ji_;D2+fnuY#S8G)d|8K=hF) z;k3v{B))bOlwdVDM|`)NNii=m=S^PsK4W0UP@k!3e1Lr+Cc&jTH@@~pjw)G7+GZ_M zoi)buWjC>kQ4n`Q7m>Yeae`Q5yvBMY)Mxc1#xgZI%0~ccadyn6-z;EyGz92uaS&qU zYX0ogWYvM6gAQ~!l80#`jZ2(_OM|w_hQbR=e0s@zw5pHX&w1{-32M-?Al1;tanOpz zHdghngv?LII$-{^gR%59aESH!N+OL4uZxq|13=wmxFqi5}I#J^Kil~wWonUJdFPKg= zkzN)2j()EOiWD|SZCr>4gw z_So69b7wzY_T?90=0h)OiI5WNLSjfCJTrVBHArym9Kw4q>Ls!>y2~>6m7kM;p4Wr< z!=^S6a!Yd(vvjfTY5$h3Va$B4c5E1hFPSSam@oaOUx)}|xn0=jRkzS(vixXYZ#N81 z;krx^g5dN|96{2uI1^@v*2XT+ESZvNA8Uc-Ieff`Z1$^ch zexWkM^->l(ulZb+)7?8S@u4_g76d{Dw$G&1Et!VcAPJeO{)@8 zwziqrAtiGQ)<#Iq`9)JQv%(qpQ0elaxTZdV=?1I?w zVy?BGUsBvDlV4rmQXSRv;|9FRBsg*dPyYLWvej^J%6vT4qsqBs0U|(rg~pp?IQZ1D z{+$QsPnts5B-L2-^JalP2wUW-GStsl{`NCb)`g`ixaW>hhg&@h!!%7%hoW17Kv4*| zOvreapyd+2;jE*~EejWR6_a=|ZHMC+PN$HGn5MA2E_*2Vg)_q#f^tZ<@9uV*{g1Q8 zsW1IhzRWzcaKb6Jz>(c9)~R%%nHU!a?TBvi>+I1lF(n(|0KX@ky&QROA3rlildTrW z@LeMUN#KfH!$aZe_P+Nnm5tp-SEQ651`gMDFFL)>To(MY*+=M8?gqRn-S9T)isDaY zpoJN?F6$xFq)n=pN1su8|H`L($LP|kZIe zE^RRN{9nkMA39E8H#o|;ck!r|yPp2~enQivdU3@PzZOhT_3y<5VNGw{ckfI=*O=zHa4~P*$w`>ONbm zrndi73nwFmqHlBJCm4tEKy?|~g=!PTAn#M<>sIKxh{(0Qn#PVB<@y?!J5Fr}__b>(qFt|MY& z>m@#m>Ln!00gO!d3+a;1?hvshkkQeMVDFCEu5%d42OfSsBlTF}o*}8&aV0iftptqL zA3jIq)(g z-PCkKv4@66Jwis>hK*G|EY(pe40kgY%esdqU%jC%USt2Iijf$8ax7Disr(WFej$2; z@HwRSw%?qcM!0IJKR~B$2)LzX!sS21eSueR$=)2Z$cFu}>g@2_G3scXX5wJ~~TD;qF4q8-bRW9v)Z4&i1I{z$)WOhF+PC z%3Rr>j>4c!_8A(_OUUcg;fnuQzy7HoTPsiICps^c7_Dw1nRp%w_Y#DtD(D+Jck!BT z=vvui2$}H6HleTYEv8XLPfVoinsza~eL9Co^I1XX)=%pW+ z;FdG8Me#E@d*6pTrX$Oat79*b?OWTRJks6xK$iIC*Z$Z&VnleB*ejK{FD_Jc-d1u` zJ+ZprO=h&eD(B{Zpt0hVg^?9x8koT_BFEa35x{?bX&w+rRZi2A6>)4RH|YAZ+A?1U z(xA%9tILG1qUG~>Ms7Q2vaI&IOxQ00tsn8>3^gs1)<06q$Gxgu8!L#L!InP=dtwF? zXa~9>af~P94eG41qtVu6{p|XP*Bvoln|dftol`8^Ms`F_=F5xGOLi_|^?%Man9If& zNRAGbrCq{jSk`kU6C8jvq(R{frH)}UzvI(M7Ry+y1ygrerN1WP5Y{(h<$FZM>NHHm zSjVC6g^epPygIg28L4dSi?#0VrArV@%T?u4I4M^S zt212DpcTo?`0}rgNTOhPe|+hyjM%1N>W|QOaTGOZHPOA1u>4HRd^bx@La20_P`*XSbh2#v2(UN0ar3b^Qjs z1wASyS|^*NenNWYJJY9yConHlnK88)Q^;EY_G=vNZOnGML4VPy6kCzg< z>@ND)4V$}hQsT*+!2Q^9(5R{)2{jUVMTVYN=y0jXY?|OQ1H{OFw-I(j1UgvqR7TOh22e^FQ-1z zr_F)qJ|RMVzf57+sSrttpR2@%M3VfLifkW}Ap$c(8DyUg=NictibqwbQFB9yq6c4} zE;CYmg}LMZ;M+DHKqjdb>Lc8B<4%n4b1)+6O|O8$f-{T z!GGI-X$aEgFHgO-q@6rBM?8_J970{z1B-4!2gG>tV!#`O>w-5V8!N$qw$#HJmi?vr zqRT!PC;rp2zQ*VqYg?2%@2qJNfS}TS8y0kVR--6r-kX9QP)4cy@D_K$1}MY!EOms- zUCunIr5ZucS)MMp9hyo-TL(GE^f^?c>BT|E#O>NQ=qto!$$Vu}Hb0j|c5|sV*6Jl; zstD(X3h)ahz!qwq;cVKv?!oOHi_C)xsQfK$x{m20r$0ZVx(^W>DhS5j8MxiSVH>sB z;5Iu-j|R!>e>HS={Xz#{u)Fa{jqMiCq=AdD)v#oY5soVjw3R3#KBf{Ef?zKH>> zjjkdfzIp-Vg8ruUX-1%JG1J)frQmOTNZ&3bEbGsF(}&*AZY=Dzj;LBa>;FMIujQ5R zLRxT}suwYqa5$%%M9WnalG^jI5Xu(w9WqaNi^NEd{TuUfHF%iuX=un_<=~Xk?o?~j zgrKc4H{dzo>B54;?chgp_+FSh^Ae(#!K9DdAUY(5zm>?feqo*$+fCty7Vx2T`BTbf zTHX8#A%x4*KW+Fi%z>j!sTp4ze9v)`_$wcUZ$Ie8w98Vi3Nt5cglRW?L&*Bc&FRr; zU|Whk($$z-GLa?2kkCt!?bkw#Y^&F7&rd_7s-vN1FGF4~Ca06q?R*Wo%mC#mU}kwI zM@%bEc4NTEd~ysg#fuH^k(sp+aD9F87!9YKd60@(~=Uron`3nI4gB!n|Zv?`6+j7KlrbAsX3A`ut z=K9s!{@~M_pmBH^Fa4pu53Ws1q9^EE^EY$r*rm5%bZ5bjDd3S(oG+;5#XXkww^@`z z%G5euU{c0ebS|1R`%D~ zN9->@j%43(3tqvc+xxU%ufw5qlT-SAj~Fvex*H_MUE!v`q3O-^-Gp&+UNLVKAy-sy zIgQK{;jO&>fDyg_Zoja8@E7(-Q*O05@24=&PjwR0gta}38MG!LPtnNy;LkNUk&`1= zZ+nE#xmtc+__OU3W(&2%u`z%V(XiecHoCQ3;LcP;>~@FR&jpCoVIwKEnw-hPc7^$K zvN@Q>G{zKUcwxSP|B0!K%OL1dfEUrgK_9pZ(wOrB-jfZtsG@OZOB|jBMZYc=xgp}X zI@_0xT1=)rD#u>ckPVfDw>fRcZNMVe$!C(XOemwK;d+q0TeA)?iPz9H$?wv7AFIry zD-+*-vdCw6&YO)SH?3DCwtHYE=yi9yXXY9_*MZzwX zd85xZd7BJ68Pa|C^N+>uxC3eLa!Kg5cn_qNwMv=J+DTk!81{>x<<^L(OAG8tD=XjC zGN#QAbt?vyQA4L-SmZNhocU!YQgi|BQw_18wA?Zi7UgWFei{ILnI)mg_7#0WKrw`- zIw)Mz3|h;dRW4seb)}9}`msOoba5P01Z%C?rbM=%8v3gw@?3d%R~qtiy^0Kw*k-q; z&+Dl{B0XBKLGndTtE_0|)jidBm!@&h%~;z1BADM)ZIueExb;N1cO2};3Pc^tCwkW9 z4M0&ETqQ#_rkFtL$FBt=QPnE2Io2B(!e}Rz!U*Xv-CYJ~^?9JaV)x0iuNH86)OGkS zlN_=-X9p1-c1+{5d*ks*I_7F(avN=RCOd_0aUIUju=O=#>d7fM9W4#2JSC%F{>dR| z`tU7rHv!$1fb%1r3IGzF+Q+gY6?*BxGJPGb!98(F(ukpc2d2JIqo zg?txMf^kyHsoU~}I~}Gopjpa`s_K@M{$aT|q}8S16rzIRX6HVy*1(4Qoz?gNbk`jY zQY6>p*oe|`EZudWQj54yS*3Rj1pc*BQa17ObfM797# ze-L^@^71LVkWg`fqLKlf2@4!K*{t!iPn*ytyH}%rLW0*rZ+ZkyJGY;o-G5Y>*^AXGt`GpfIi> zD~6}|w%LQ>e#x5`7(|~=dvPwhW?A>?v)IwuU0-)@@3)y&mnK&Vf1k3O_~tUVoH;lN z#e{DCjX87tp&#wdaICrBYtgM{<(t3IR7W+(6x?xxNN-RGIvaeS%O9E)GmM2iv(02d&x+AH%?6!-&k#?JzI=DI_p%*(zVGOLMK9XLMvr0 zdMRWU-o}kg^_?1yqq2=QHwMI&g7taMMB3UQZoG&nO*RY{nqh6jp0D1~8Lxqa0lgh} zPmWco#}%i`9Y-3Ge#WWWN^hYu+?qyB9k+3HXThh>b*SGW{GRJF)Td_`h5Ewo7!Ogk zj>~cX)a(#t=#L4U+#cdaW2AmYViRv2k6piDRk-71iEy(+Xh`a^`1|w zOV-R$Cf*U$-lc=5p_$#5W1Q+AxoazOC+E;Re@FiGo{G%r+`ubnCzS|2{2Q$Oo(=gR zDWX~Csd@t#iA4>Fdy^PyVbTURnPWmce?V4PvoLuDw=GKdb=7Nlq0mQ-x8%p*Qi=EN z930qE#{kBnAtcuf6>{76{gxv~p$*Xz*4V?Z??aJ8gPtPySwO-C0<5+n>e-;71@+40 zJTb7E;4vCA;?rF*bcTvPR4K|C-c_M^_^CwOhmZ6wJA`M5^LR0+=$#L_9vQ-);56pO;lCfQZ7~21WxsZfH6VdsV$YwX$rbWV>CM%I~p1#>qJw^x=MH zUE>5Wfrkf)GN&{fl!_RJ#`^%ORc)vSwdeHHBY+21>^QYC?Dib$Rh z<0M8M@xk3r__*sjU>M!IS8%(TX#uUU8{3fzeV=d402%p3^veK@r7B~o%}ub|njlO= zyQpL>pDQ!j`lK9&D5TNo3Ku?$^Xn8`It&HgE&|px9Tzu{5SCP4OYsnn8-K5s@QYO0 z&#Oq6mjg*z*P^wYECH0|&G&D+W)}O01#|hh`eWoV=iJ%!69@H(TIJs3keJxuf4ay$ z)>Cv7Y9Fb6X`1)CLD*DTwA3zD<@0#~5AY)#4Kq~`8&jFEU752LjYF!6b&JI~hwwcM7ye4J{M#?O+XXYas5?0cl#$JWGI+im&&S(u%Ra$qV>|1!p@xz#> zU3E}4?ot8hsMg~+V<#aTb>OU$nIy^(xF`#HY$1JB3|TypT~)drx^xUQTlZ&uDQEz= zGB+X(K7NGjos}WOP%8GJyI&VZPbUvLTnG1LFU9NTF~YakP}`wYEHL4hoIL-8{oONfzP#CX@cjT>Fz&3gr41 z@9n>&^8wj;D7e^w|DcFc{H8B*0oho2e$z+)1H!0@y(O!?lQ{r-Dv*r>3~=TIg23D? zP~t2L8-=Wa;3{YHSQ}Fmy0=(l@h&a*Y2G2SDk;Ab^FTvjqUi&S`ASVaR0)HUn{S zfIuK)u#u4=j~U3s)P#$N&5T9F2&z9rV+f0wy`7mUltXK5`VTJj|K2#Dzcdc`Z#NEz zlLEvA`m=+p=%zFKggPPX1}@25KCicfDy#dj1$QIZ}iRe7f3vR z8xqeSWML4Lg;Nq@4@ zd4PY|9NV8p_}{|$Uv16=>TmvyhMcL^THxP+ zWM}9EFt;`|;spL19KgRY?b-i6kNdZ3IRA8u6hN*&RKp47cK@x8!vh95IYSItp*|71 z=K=?a<9}BP@Gqo$_P=nq|I0D#Hx%|i9oauS4JQZZ--Gf`9{`4S7$6IngA>Hb;`wjj z{Dol;b*lf`@Z!JQ0|CtWyVr9<$I?ID0Ei8WkL^G90ssHD5CHy#YtR1o=Nz2uzX5Wv zv;XO~p&M)bk-@?KAFJ%|>>vRA%jARoFO!e|a|Z!7FbI0uUv?1C)&5Lc@93MU@Aw6_ zuKOPDHQv}eDmo1GH4Wh}Xx)tx(JmXqM17+ebF)U=tzzmJqbZt}c){6*nRc<=l$uH3 zzryEl-mHr2bZxuA-f|G|yd^ZQ^M1TtKf#zd5MlI+VMkrji@)?#RMM+HcRFR98wB`y z++6!LJRCzsCIOT9yKXyfeuYVXK99GC4oUld&sX<@cPIM3p6=IPKDYaRhqWa=N4#odmRtnTyUt`-2GTT{hZ zU&~s3&&}_T6Lzf;>|^@q9Xx*7&zXD977yEnXKBj%dF4OPF9K9Mn;^x8iX+m_QjxTb zOw&_V35u*W@SDxQCIo8nuNt~SwC z5A2Dad-I4pA!Bq3Wt*v8>7e#V?ovO-62x=KGo`r^hx}%np##x>v(0jXyrptd2Tl;N=~ssiTTJu;u%kM-ac6v$Kc1Q^()LYT6?3F zOu4Eb#%?ASv~q%x5ku{H{e#J)vw1=~B&&4QzRgo?#B2J!Ec2)81d<+xYjQEbmyI8=bE`b_N? z!*$H^wf0GBI<>!MLs|tNZccydKi}K?-Tg}P^L}&@5L)u~<@fb)zxGJ2l_sx90tgBA z?XxA}=OZxWdtcek6{kkAYwm z1{O^9G^HJeU;x6*XN=3N611MaUmwTTK00j%un`m*5gpyFQMrpTUKR4YzmPPgbT`1w zN~pOYR-(@>ExU%XG$kAN%nC}qcfVs_=9a8Ii?>BJA};P)%SGX95iyy@X4#;avzcJsT-gziG|c<)Bu@^trE=y^7&^6TfK)mo z$s$$5nM>o0FkA_yFenk=9>JcKR~#Yb2%b93zdfoe-5vZs{|4-C<;A5}yp_ z)?%Ba|cP#F}f+ms9+HdmY87H{lv#y(kf;@f5k+x zUOfK2lH}d>3{<&uq$eD0y)IewQB(a*(|Ok?tn7ufl%#bdV=an(^plBDvhvR=;To?| zrWFkQPuDsmxu}tFRH^S(xWNailS*_hBXqapq&#R1@x2;qk}%0|B;0kCg{#j0gBo`Y3)Gv^Hq^GlBLmm%r2q!g*CQDF*| zmZJU1)W&RyBt-8VI&$!|(>v`c&WIFVeQ|uG)qp&WxR+uG=+K+xO z%oG~BmuVIi*9jTO#DCRFSSv~!Ht(-SfIC40jN^1Hsx)2Km(>1}NfR)zQ}_~dPAJau zEw9iN9Ij8g(za=i{y=S2@7i&Pzmz;nPzyGgf;Fs8^M+5SFF`WKx^+V@lp!#W`AIRG1S>`^GLoAQL$oiS5~pZXEDuB+#Mn|An`8IMQr3BDNb2Jr84dOf&3h}W8DNCn zY~&|P^1XfmY5FphvZ*OgNWOIbF76E9`-98C$}rYCWlR081ZjAQ6qgi{k@1B(! zla!!{TXYT@{exQm`4Lc85^pK{X}N=@s_o;(5fP#iAu>voY_r&kY-zFY$(A+y8d9lbEg~tEC`3X;M5JUXMU)n@loBdQ zkw~Sx_sltGxMrG%``rKk`#zuN{!BA-T=Uz1*E!$sbzR&E`Q3M~BrF~5no2V%$~ot~ zZS@k3AD^A7b-AkaBqtteinN|#(sp+a$lq~5DJ@$32=9+`%0Gf6zizL1cH_LF0oSg8 zB%kJ^+rxc39QwG5h1uCZ*o=N&k)u<7gKeGo2VJi$3A^oX;sb)8MoveLMIXqLS@eFy z_CPL2b<_QFy)k2b;V*6by%^l)M{;fD*b&*RQW~aSs?DM1y7TKB-Bz2E#*#zU0ctFl zHMVGP;fNBlUmLFFvEIsR^Qo4W75Bo9wyc&HCfptVFOz(>QbMKDKCP=`y*rIOqMt7B&T9T{mHt7f zB`b@_ltLWMctdhjG#PFAr(>!mI?q9S0i(?1nq5*(4rQ#p5|f-UnT~#akxh9QyTW!h zHE5(Zy1n(>`goZ_;%=8Rp7~$TTz}6o%GM#^WYj9pz@qJ4J3nkg#253s_2+-OX&x8p zsZLn&{{B++sf66U-Dc5R94}-(@hUOy?_*u8{(Etq?;_29Q}2u3MVeNvV2wiA79W&tl(_%Y{=A6d1vaJA6k zq>?b`A6tYppx*r;v5(E9l;>#_=axjP<4WPrt?CwMPs~fO_p{}}86SRK!+wj*9Hl>X(*FL&4J?T&cgO@HZd))fpCwd_wJ}Wf1 z?#VMd4y{Zm-L9Ode$B$ zg-3{SIPMMGgBrHdtHcLNsd|dttn0i>R7;KU-S&}hJA-Y`#C(1kBzz`*p+B?EZs@;{ zV@ga{&pzTF860d^T7I>DaNgP%vVt84S8~1?$mA8ud#it7pJ}>fWcZ3aWl3)pW-S## z1&)&Qtmzkry523+;#w~@xXboNrHJ*E$Bx&2!LLFubzF*>WRP6!rsp?oB_r1t_Ayl- z+P>uNf}DsJKX(0VjAz5rYj2$>UCPbpG4ZOL<@t$oOFNIPIB{G0oENTBIg{~9=7CN7 z{YWE+Ta5L^nHJP|>a#Ak*-&sPYt5pq2xgp4JftBqr~`W==c|H&++anna6S>C)j(mYUJAtxWS`MJLr0ehRSMTd*@CapRhfi`~2_y1m1(*G*?ge#YOYHm~FfI{e;>bESRUv9|0h>Sn^}Mq3L8c-Y@9k1Xh1 zy0oL;Cah%XnXHWZdFwgsU$~B~UGprq&ve&fBe|!`dPyD=4R!bf$3y)2y`C&(dBwNr z@#Dh`+rG|!u|HzSJg-CK>V3utZ9>rM+N&)xw-|ad%$j9X%pdaQ39gdO63!0FDs6hc zGSiM9T9UoQj&IY029>XQ-GR!AdCDEf>pzF5C+ENAsEYc0Z;#=)9^1Vwzi#RLs=M*t zx$*8}zGGJ6lBIn`Rt;TCUD^T{k>Yt{zu2fUT)CLsX3UV&57puOkK3=XJm#W%S0#PICsG1GC>OD8W9BboYt@zUQH3XZ747G%P5eA^ zJWTm>;-BG2i-(4$txG-mo_x;vQJ>Md_Sw-i27zsZl~)uiO=Fp_O3L6`j4c>F`AW_k zn;4gh?W{d~z}f8aF_mj7U9k(x63?|9=B~Z4E_Nb0?uxW@6xXh^FYSlM$4m10Lu<;U zZWT*5D2k7oiB*4XXB;G)*>8_4^wMY!emJ4M*osMGS}ZRJI}Lo^jiAs;kg$-@2x5!DqUL`bQb4z zt9`*O?(JU6qK?;Ex>Tk6i_6=Gu5-*g%Mn?6J;Mk$QpuvVk2RDy-(FHZKKenD_(z8t zx$u5c=PnK-gZU{Pd#{``@?FGYa6fX8v9+?JAmKFEX44G(wcT+VKd;qCIAr@jlTXrL zK7Xm&MVYIs0umw$-=(*C3#b%~>P8!`thi9b=dUFzq40fW;ESWgv~;@@%iHd87xuaC zY-or$$6|0}Kr8d-qtpC+%E|_3bKfjy(+I3P@~GU_d@50K^v(_E+g{EN!3M8_j!Swb zbH1^Z9C{idXJt2E+OdMOeXD$1;%mi6^8LDLXQK%Fp-nF1gKTzN^q(0DbG?_QnQI>s zb$b4Twj*8=8>95fvvO7x?Oj7<-l z>I`d*e|Y;UznA^?=l<<7-?Z-*Rf}7s@(Sgo4F#SAF84ZXCply!H^m^z;GwaI^TSGm zc}@52+gq)-f9_W};`lA1eE-)VQrorN`?MlEhMV1|mLv)f^Gjb7*VhOT-fcG$$2oS= zMnkSgH7Us4tDLi7vC6keZN>Gw65cQWV@DcQBRTd|M>A~Tj7}eWBW3nQhW(DG$z*)1 zmSEK*nH>iQ-4xEOW#-Oz3As%eP^dV9AMDN_w7YeD35UMW9wWyeHwD z6ziK+f{tBN30;Ew%7X)Y&o7erIjWjI{__&s4f&u(Qu}(NgHcoFvUhy-ciz-geU-Cw zf0bFP=n}!Va?J&a^%Wy`wijC4ir#RKxa@(~wKY@NIZrITFj}BHJKDJNW!0C41xM?w zivuFl68D_os6Ni|CM2cwXu^GF7v4>EJa+x#ZWYN(MA`z3YHH7$yw$gUDX%Kko>?>L z>85C&y3;!Ll*hpX_8zXDsjr?l)hTW8s1<&wU8R5@%3U!Y|j?*+^Qd8o}7OpT0TcZUv(0tOHyMBT(kL$%zwfy_up0Dn1a(aI5F(cRKQ%4(gt{&aBoc-?MM?Vx3)L9p3r#O!Q?jgn2NJx9zQp$ib$3517jOqX{YWfE0ef;MP-HVTXwe#*OW*w zvX}lwbR3-d$>lR5os|nt5D`oy?2f^aP3y0)$8%aiY9({2V z4BPU>+H2pQfATx$-OT;%HL^t~do*Vvi}iJ37x()o*SIGc9;Fpckd@m!e8ZD@J!hBN z<%!Z0|9XfC4p23v<>C;l<&_$xp1+CbnU+awD-Wk@=aV^g;Nv;oR9PPxlUwcb$8u@+{CRTgxt>J5D*VHDBH-7NrQJuE68D|Gh#yLN zaDenX;gU@c>9<9Db!N_&E}b%F0sEdzZ=lbn#Eb~fO{dkJXHPK5J~Iq<^!n; zI}cBFMOD1Bx^$NH@;k%A&(}Pe^_3JqSx&A|SCUfF~m*!&ouhpdU zFhp!%cF?dDv||0CaN3u7GlOYiT^OI+hYMWUyxE}Uz;iLWAo)&o6d;vQ`efl z)#s>l1-l&Qn=-Wiz}epuz3{1oWWBtm>_sb+bBik%@X5K%dpUU|>ty>OdFIsxK`{?( zEOk>3Hw^KOuzvTu)0`%e@O(&bZ`A#+npFljHS~7K4TZPx{*gYl^~7SGLzd2By^)ut z81C6!Yxi>F;<={zvQ%8lrQf%`*mpHoLm8u^n|^dW@9R&_!@(sy+kUhf$F^v;UXBip zmd3aJn3`m`U~L^$VDog${^4`wD~pypmMmmB!&75ee4Wc-?Zx1|<)T_?0#1anwJ)>8 zKkWEj#qowQA=b8hLAR5G$Z@^Q&oa4VK2cjc2~(=}Z4yjtC->^vM{iN$4t9TB)xT%h zlBd*q_$kkkd{<^-f0Kf89>MzpGcn}FmOP(&CATZ{OVvvKE8X3MoJvE63DP#E4;xHt zs}`9b(D;=+ri!;ZGTwiP{ndw0pFWjUXS%#)PcPGuKlUubYw5yj`GKW8kK@Wi#Y{N& zKN*n@T2s+fWMo~Q8JpzkS;X@#;#A1Js8g2GugzQzj%-y7j?$AkX_70zUNw{A}iAOSFCumkg;jau@y|5_DhZmCNS8k8A+>T z`7+#>bP6v%&Bk{VCq93{{hJm=Pj39cWy@!AuY4^co053Z>2%a~x8)Tv6Z@7`addBN z=idLI$o%l-C-`5D5~TRoOUKfRRqNIhrkX~CuUQ&pe@S~-+pVB}nBb%=q5pV?&Gxgy zv98wXhM%^S^F2t=Q#m{@Y{S{(m!k`Ia)^#z#Yf)ddXkWl^waj2uz+}Iszco%OH!%v zmli_p4ZX8H={7YY|GU2=b&eT@0G*A|?Y zZr_bw;Fk0wY=!zm4zyI4}7NQcda54R~}Fk z7JQm2rkrhYDJ>|kZEIGxiRl$+bFo3>k?*D9(+8!pTa6#)wJn#(QT+&QFZNl6|BKDf zNWH%2T`lPe;!WS21`3kIAI0Nyoc;S)&G&8Nv|BE6z3D<+?c|5F?43&@o;J9X^9UzltbsNi2*`_tZOL?F4S3jwGLN!%)zQOD9CKtSZo3?T{U4+8!d{`&69lV)K0A8XgJcdvEu7p%~z{E zrMlNQD)wrsu`S>7P=+-`^N01kObg}qit|FAHro>9WnTSi8rW0dKiIR~NA|v8`sd$b z`&zrZCzFIcLyZ&U2hW|7=?^FvU9H?cNfN*E9r`DWvVy!%K*56j%E9{$#4e5Nn&q#2 zwPb;p@Jimc_D-W~3C(G-Ve3+Iiz`e{H6=$*ZDO`PBe|3>=;x|4PVxHB_QW<_YshKz zO#kls>{C$3f|7=%%sZUe!wc|(+(Ubymn|CYXOnQAdV&cr8?QB->bG=yw^{-Eu~5w) zcTe?qTq_C}s)|2Wa%FAfHRtLd26C&FgD*K%-&eT!enY^HOs_E+-O5kiQV&WZywi@B zEtTREkQgm%F3JwyRM^Jfv*PLioI2t*tkygK?2A^R4gMdjLu?qw2}S#Rj|Pl1 zT0I#4@u;e!|CVn5anB0|AzCHmak*LImz^88=^S64nl8LBruO@l$F1CzJ&Vh%wFmAsFlTM%s?tAv zo{4v)ZjL)y-{e&a%uTQGGl4L%Ymkl zg+0p*#J)*no12fwZ?DLZUbAJ3no^ZhgzLx!@3*R}nsK+AmF-lS-qp8-^x8!?M*VUr zQ)Ofb?+Rw-HgJAaIB@Hz_oP41J-PdY;9ic`4a=U$%5yE)c`G?{G_CZqeC{cgzF zDz8=WPtui%oF|bvwD9t8g|X$Dt53VjeLG*F`J*Pf$ehdnsw@<45^Tj||T!`@nB-lkz!FS52ZMY_K&{B^I;Lf&%y=$PI!x3u8$ z-hw5gKg+}1ck@f+PMNLNbo%W?JhnGjK__iZgi*ZW(#>0>t(ej}JHvO9E>2A3Wq&sD z&Pi>#B_6g^tX5~+#srDz^s*wS&o|lHj~D8uA8Ck|$vt>NP4)JUQ1M>haPiL?EG*Vd z__rp}r%aN>9isOB(=o34p!jd^xwXKFmVu50{%W9TrOgvyq z6>dpqT;_Z^bv1M3Wwnc&H;;bOeXPvFK4m7|pZGkrcvp*>^^(dM)1sZhi}_a_y07k~^4Uhv*E{(+}LdQI!Zvz2xZP54^_lNST;e|j5gdsw%-YSr74()6vG zlKi*@Wea$Wo<@{7@a$u>Q`sT1H9c|(*Ujz`Z#J2;<<0J$_9=>rQawFl59DOFC3rFT z{LB&Z_5Qgt;wUb)e(dhqV^{UZUuFo6S)I=9729|E&4U-~&RvaD5I)l=oU-PWez^4z zcK}b;8`15ho*G|F1_hEe!`9EsPh@N4+#`J^ttRZN?V8ocTGD=qmbr&ySUhmE9X)zQ zao%3}YZ=XoDy5!pOL+K$mx^B#(|s7rT(?o8-(P8r?^;fyNqni*ZD$QZ8}Ws;W`>i> z6=g@R^~LNo=2;pvl9u3LhR;k_3H0+>!#8iyck$GUwDnIztQ_9 zoc~#___wEoH%n)-@Ua>cMD`$%?&Iwc|YcQ?GzE%W6GPfzk_tucBgmPM=|a--D)@cNZFiC zwzf<^91ix}RBC10mB7KVOx-@mpwAABjiLS}njSnu22 zD!UoCx_6x!R*#JRl2G`&-c6wTLQ7Hcj>W=X8asshHh(!mdKyAqZ03=sMI&! z19cli8I>PixsY=1B6kb;=yNA2*t5Nv7RO<}ASj}%Ze+Q-31^M+;ZCgo)ha$Bu zzft)pdfa<7_h{U3{*kPj0iMh~YwA94^6)=c+_QJA$}3K5d|!dH;!R5+r_q?vtP|W{cilf6#GdIDg zw)&4-f~@&gU7oKv|AWtUr4vyx-bq&+R{Jo9#|#wvEgWX32tTx;Mm6~2H<8e=8d14% z&HIlw*sW2z!ED7{umx9=UL5t+;r;L8f4)C3cp=O7#w9}F!oa1y;vW(#5(q3RRr~Yq zt#Wer@Xma?)kjzJvfS%kn;aJH75TO)d-Ot}=PuuomXuC^DN?I7F)3rWpkwlj;i8D8 zN&S;&$L>DRQ0iT|V{G39cW2t~RgvwVM7Eq@$azxxl*MeQwJhx9Z;ji$IVw(0&jiKJ zmUFIhkP=Z`o0@sSxqrdPqSFqO4|H;mjhgC?2%EeL?|E}6c2#L&FDIi${!+7cNr4MQ z4!0FUXOHKfKGMt$9bIsIut?OPaiLuv|7yjFE87}2IxOrZa(B7%+t$7|_>{IrxXqU> zKXUxt&Lz)SzC1q`G`M`yKzpTnxvHDUcyEray<7D^;@9n#ui>cNm@%XnepGAcf(@c3 zsmG6)u&-a_5cbq5;{ux~v%=8}87k@fw+ z`W*hdm!vveN=NmsKEDzYX=r4!NsmwOpwdHua)`3eDkD}RQytgyK)rq4Mc>*}i3=~O zoqif`JajA2>G{5buV>7C^y2dhf-KBrEs4bPR@mx}Q&H?@{LU$L&^?790-o3kxncPJS6PMv<0?D=wq?>NJY$B9jc zv+ox^ctaqW#QB|PT5G*kTvt-)YM|()McbK@@{dNgTOYU=WM1b#o^!}`wP2P--znK| z9FqDS?`-olGe^(H7RQX9aULPG>=<}V_gG^rnM`dT}u=#xc;3p{eU%#qU(GSiS4Zl@AZ}#SKo7C zBQ~vEM+nx{EEJ4tQD(;PvbI{0Gp2L2Pb@Qep3>lf4j2gp1xB;{^_uH<&kO(C*pSReo~*-6;{G?cH+G7yUuy`LP=LUKC6lTu`_+K zgFDxClUjB6Z^;z zpwIJ!w9XV_+O~5JJ}rJZ_AOg~YSfpBC}oX1s)9#3k*43+*I^B^XEjn#FOSTPmEa(rpz}Vzp=nHt44FVhl=Hqtu36(Zy!~4 z+>zpESu>bksZk%#vQ1dtP3inDudf%r$!*3D%wKr<=`sCXt$rWfTKznxoLpP|ByWr7 zY1HR^3#wXGtTXS#hKOj>z9YLMHd_r3_V#4pH)cv@vd@ptyBwk6B+NU|xEI4i@4^ie&PpyA1!Z1_v9sK`7#pXwf5NW zTKO%Hr*dD%U~=c+@pGGh-3qN+Ghg7{XBO)M?PXHxcDcJ2-!&*b>zA@&i~Ay$wv|UN zdMtL;zpy%lh8~K-ri+QCJu+P+QOjaJycuZABxQ8QUl23Uj#k-*ybu@Itd*RV zoE!UId0!AnmlbOazN=Z~_1(+)QE*qu%0OKijvHQ<1>4uuwyz6+^l*>nLw$_{>Srf- z?wxTEc4Z5Wk!0U+NATNF`#AgR%6<2Ad~I6hKY6>UGmyXR@zo~}kH*nWnP+B)&=IMngw~tZ)lHrfSn6enP3c&zVqxE92l@2Y zq|&(G#if^AgoGDIRLfjmlYAztyYb-@Vd>E)ymtpa#J&yq#^SI1GrU6Rz&4wNYMjiL zLl6pS7=hmpeVSE~)@9+Z9DTdu)<$tc*H;0_7H`!hmA)$klex~UHBt^pl}c7xcGIXa zP!yN!plHS8uxCfIpXDtmmahv9Ygi=&r}_4r6qdMk@^qH6&ci1{mj>K)o(7Ou-IdRU zUl-EfW@S(UG0Y5}zW?SYD}CH>joR7p>w5bxKK;60vgvpZPTF^@x%1`H?18A@AMdVd zyYIC+VPj>-=hJz0d-lKq|6ez+3pq(EwlC@%VgN@^yFvK*rao`)V{+ca^WP26QwZN`UJvQtZ0*-JP=US>UC!})8-B5mnAiMRVB zCa-c=hd-CrZaup4Q|J~mHDQ)70(VzRlqG%q&O2-6>?iF{G^WXIzOEif z+??_2O4Q;-Eo0i6je*>2WRnT!jb0JtKLtI!=3Qi+5WnS>$$~uYn*$vcFQo4`MEEF| ze>S#r>RT}&udw0(-f7IBGOcUZfXV7YSyP$DKJ!bR8%x)!UB7Rx-_=m=ZrUxTa68Um z&$CvACa-fZH`nRE&w6f`T<>jL=kO!vkjXGXd&ws`JEvz{ee&hPa&|h|iyqii33Uha z7hN09uuUke3|3YcE_--wl>BD@FhL&bG6BN@2Q>vWh2-pX4L2NHCcrze)xT9{Pz5># zf%Vvn%~hel9xyd{TA%RJZQ|{dFOqyNv(U84O!Ml|nA4_OEMGKVzIi5p_%iN6Pexj5 ziT=K{ps2jjILF#Fohe*i6>js-kF!)SOZHvZVYu?wYI4UC9mqjP@SyTl@P@f# zWjFbpH|T&nCsP;bP&oK(J6SWAkU*U5HuAArn&_(*`nnCGt!sw_ZZU<<7jq&1=@uf6 zOfWZri1V_WeW8=ypwBi#Bx~|#&?nHk5%gaQI5HcU{26r69QrRM9C@t@`7>o4d5H%! z3V9rTXf2I{rf&#xWSzV+#MhQrR#w0%QC4q|x%1@n?sns>;gj%8aCq_p1n7mVE%XA5 z1YHF!o(Y7GpWBVYqXL14((T5{vCEn{IPS*DnnH*CAqUkFV2Ngy0pR~4Y5za9-~TPE z!M=bF{X@(J>x{$0F2KP{Q%rCK#G>#r2x)42`{4YS7zt$-(PUnKllg+bF5G!4LgC;qjzY}UchJO>8@7OD{eB0aL4 zgJv+~3`@w;s8G5%Yghmia*;v)!cbEOa)F_v2Xw+D;ttA>ZQKaP$6pJ`Xnu;?BXo=a ztVSdKwb*I4!ALZ6kpl);2nK&Wn|tXP0TzJ15ojWt$_ONENkYd6z=|&trWhyDiE&`9 z75p_;BfxP^HxkgKrW*+)OzA+PV+3$<75x2dg42yFT^uY0P%%hzr2^e?C<>B83S1`z z=gVwT(Uc5p=!jf$+k_JmdO`XC61dQEBKSMRgE+(>(5g1_hd_dnFeMlXZTnOT02LVi zel`WRLJeW20)xX?!;+Xl2i?w;KzU3F3oW67>pD0pxT;Bhu7XVED|wn=gnb26RQUVZ zRHYtmy63=B01*T&Y@5AJ&>e?LN1!yzW6BbFdRYP#O!)i%q9YuZfFChs30*$|l~*29 z$U>{#|Becv9>U-M7aiebo6%8$>|xB~Q27xktP14l``4o>&~y)StP+5wr11CudNhjt zb#bs1K&&cY%OE=WNB~xa!oM?{RJ7F&E(az!Br|bv;y~}<7=~84liiF%ybbMk0KY@* zf`i2di=G1cZ)W>ts+?1R8y59Ej{p=s`1{#Lo2BT%l0f%8K+#jcG*wf8^`;RHn1#aM z&n6tTs&L|x!v~fEbUmh|Q$WW7!e?%mFZ;!P}$(`|BH?^8KI0RBk1W!0xKIiUS^Z(uZ%$A6$git z2@dfr4mLdW4(SoFh+szGrlcF?L^|gQ)=Ml=;Q_osBy>z|4C7r z?7+)mN)Nh8K^0s_hdP#as+-#`>$<)m!p>?Kutw1 zz%brSnjp`MXC~Wt7(&866jh!8g%#S$4pW{W&=vKhkpz@hJbVFm`N)q3X%huT!>|tp zswxlESNz|b3(odL91mk^&|`b5@qp5YT!39ZvZ}PH0z+KbhoTaVs`_D07Bq+<+0bmE zfRqR(34M+<6g+~)0e7YNzjuk7-L7=9MIJ1*Fv9omje(!Z76cRovIT|*u@6OMSFqT^ zzct%{>Rm>K~d0XJ#l5v<&Q@1ZuU9}vtGe$tBorl8%(&Yn$A>h4Jy zipp+4?Z$(k zaFwRA8@BjH&^7ARQvj>;oOn2mvS=!k;}P~T7?0RO8^Ql*L<6fce8Fs~N5^h(Ie=t? z;|{PJ{P1nou^>SJc7-+a&<{G$kUW{hAvb$CWKs)FG12fwdKDDr=u{MmD(L57D*-=` z#|DGr5wM-cHehqWMhC!C_yCaG5NH)}+nhK!bp%j`q6&AgIm}5epnX1$Y72=5PZ_Dq zhUuOIk09JMW&;}yHXt5PLE_0~qir;E!o@UZqjRIC05+OA5ha@O;0UKt6>K!vz;RGj z1VaNN1RIn+Jro!rieRIelfZx^HXf#XKt&&-;GnLB{D7t&in!wuTn&sFY@jqA!L+Fj zsR(u!Y|uNNg1tjAgP?q%A+gQFC__;h66`G4@LxQFGt#IEHUs#AS*xVGk0tJU@1>m zf(>HFBM3cB41pyX8<7A{VG=+wgrKuP3}Hjqr-!04ELf7UA??tC6XdA|jjCWt#>OX@ zmXE9|ZTG<0#-MBn2n}5#SdTjqI7(nmBb8qYOnAfnYD0lkh-eENfI-NHjP`z<9$3 zy5kWTo5pNlGr_j4YUVTMI-^ziGU5YpB{=T;(+o_zy{kxr?Svd6)5k>1=w9dW)#DnV*l>Hg zszR&>a6s}c@xPXhKo7Zxux)TaZ1Xir+>w=q@6N%Y$T9t|W&0n>QdPOR9^a$Q3}!RI zwHqoX=)?!fT`1Aui4XLO++QHU2d(o%fqle7P`NfwB~qS~#F!BUk);!y)tn#BgwY0D59$1`sGiQOgEa>^X5_8fD=QLfz~jS_&v3 zrhJ^1kQ^m&(ttzFb!$Q+8=V<6glB*QlCPM}5lCtiDBKa~=`8AANIJOiK(DX`pjXSZqC}7IJ&kmb4Nhm{61tPe{ z4l&1UveEI)^qOj9o=-s70l-`i@#L(dLJk1$9ngS;G=@3t;8@tG0R#jvrtvQx=rqU` zvk6Dz4!9V=bpcry4!UEm`bU2#YIlIe{_n%oX#D$EK}7*_0s@eOhQo&D6DSM8sf7cp zJvKy~KtaT*2LvnhoH#bM`6v=XiGje`fG4n_|Nlc-utLvC(?AmgAtaE)!bp=~5EX8!LJjWQIqvS4M# zhEWsf0m~2>4TzdKk!6|yoGAqeo(>L0_WA!uWx@4;h-GIRkX`_y-4by#1`uHf=N0yaRLKmo+5oK65s;+)tneF>p}q+Om)z_vb}Kwnv~ zBF@QlpyMM1gNCF-Z$kcBgbtlnJ4Yzd+=M`d2kx4XzbRwFb28A+*vJ3`1PrJ3Gg!N^ zu>lB_wepZ#XxRV+Y;1t(p{PR!tle`mDgNrBDEN!O-$ipiW?0 zlTH8@rO%89HUMm^(x>Gk`+@eJeonBSI@9Q?3bqn#7&`eRcFLpp8CAjZkByu_r7Bzp z0WV;K&!>liLT*MhsyRM35S@U4@Nj+s1A@m;x@ zVOu&+psbxIJBc>=uu%!7hoW{8*qi30VfU z3J|bUOb;qc3)2&@!SvHZQ6&Y{ zeZrjFjK9hg;#|lP=uHg@Wh0_d&DpR4?F0m;b z7#&oW7DgvvTLV8m6t%KohrmiYutuE=g&CR*i2gW4G^%8PQM`X&OvhYGr{t1tK;~oQPoRG@b?bDnYK8O+v~> zlhd9cZ?}oA=%z;~r|rsAjB;dDvT-#Os|R9 z7Qzz|FrL;*Kw(F&m`!Y|YD}as2go4-<7{9^kf%M^hoTM%ps*9M0pvsgAP3?fDD21; z*d>INr3J`|*Z}fryHP6(6m}xE)$>FO0!lp~P<)XqW>c0D|I@;e;~xQ}>FzQ*gDfNF zrHX%KkXe83ulPs96AC5d&K~t3WNl>OII1KV|JdMlA|(!}tpwD67l5V1*`6y;4O`^Fh7`9S+G>jiS|z?J0I@#etX7fIJmjg6AG#8<~LHHSHxI)%O9_Jzcf;Qtt*L4&B;tCM| z-ZPyB@}{vGZNVZpT@u(2un`7`6v6;GL}+gDiE|<`G_ui7CScjXet->=CsGh^>X-xj z!JIHPeF-6D5wIG_2W)8kwB4v>1FJALOrD5f`apD&tp{$R>eh5Vb3MF*%haz)CloEg{2{u1$fIAUbkd*-B0J&l| zv8h9X0=tt#f_CzUja@*b3`G?Z@?bx}2DlRu{2Fi&91>tZz{W9{mJm`F!Nh_1$Hp$0 z9*SC7upi8c4pTb<0q1Fz1^dCAYyPME0mT#K_(x!Ddhrj?!{|-^;6Y{!Bs%>72~Q}L z(8(XlKp-M~3CQZS3a6}Z~sTL6%VPJYF>W~2IKQ`2y zNI}i12L$W?oKQDSjG=Q5a{SXy{;*L5{)e(){hxEmD79?J!h4$d2lta9&Pf!Qj{g~_ zS`*RbNOa~ye@!>3>;IhG7&`HfvO18+f#yAk2cfe+(D~3`y9*Gp0r*5@3jkUxf%P97 zV}VG4@u84FuvwraVk0X|4@DKO;LbHfY!E&X0f}jq1?xXH&cd{WWMye5d)Vj-(?d}! z3)X*Z5Izw>z-g5Q>;Igrh3WX8aVm5w26Ep`FaF_T4E!Q>{Qp~+AG{wx!V|JCJQaps z(fa~)$v3JbIRBXwr>3qF2rmGTnLH&>0P813aYU~5DSx`!$uci_M;QYZVI1SUGo z4#`C*ln_o28m`cLbn=II6grRxee#DW4JQAbC@^)*Art{X2Xfjfg8cx#;@^h|h0_4# z0|NDfAwo_N>_buIgCf`uun`7`2;qQMS+E~qV@D7{WoajW*r)>2Ls2UWR$**}0U|;; zpj8$uo!HnB(-K0SMb^3lo}Cklr-?dx59$=bSvWSr0g*1@0Ne-$xnj21n@;{2r$VR7 zA$drz)6=Rzo&0kWcjzQPO4lKxv2e zGy@{A#D1p3D}mGbIhhsHp+MO{o_y1f@&V|D0&F`V)2KrM8_8taAmlWottr?j9MeNl z)f6SLC1R#YAnt{3!w}OzXTs4gJ0;G^W}vPG$i4-D^~fCv++T+{Cply`dITa4M3V*b zgousJK%}r4sO<7l4)1A7|$W3v_o_@OItW^p}dKU zJ5b z*mfKsQP?9?ISp=9M8Za^AR)928ry>V{UBHTCuI>5!pvNdgzY?n|Di0sl4%Jc&mz+!P+79qvD=N>vp^>yVPi*-5OxKvXMysMT!CFeva+;c zjBSsFX}eJ?3)X&Y>?)LddholM7H;jO~PW#!K$UR9o$k=7f5wlNO;^(72XruN@LLG6`5s+TrO3lpDxB8B**_p!djq5eab>^d6Z&kr1*G^d9{?1R#Mt0M8DfSLD75 zQ4VAold!QkNC-^+mjS^#Iwy@|))tRYIdCMf#bYC1kSI5vR0V-*Zyw~5**rrNHZ!w9 zTJ{AA8~cJp*>-?NIIuQjqhFBd(l4MhkbpqMwgJSnj8Fi9)7;A`iiELF18q{_p)j8Hz?Yum#OY%%EpHv_2zD2rA=Yo32n6*VD)cb|Gv8 z2oge|fS>KsF0ChFqdrUzMI#*8H0ETE&@&!_!z0pAHMKdpezXsF(XtFxD73+%gdQ}6 zp!k6+7vLbcL(djJn|z&uyj^?(*=6+{d|YvBTzsU>P1i!T3tBn{g&wlUD{`L%@kz;_ zK!6_nf|BY`P92gK5C;hU4&68bJ)jCY-UkUFbkA>SqjPv{XpdNAM0Ar=Xk$s_7MFmo zoK)+s-V9^c{q+Bh!7Hm{2ux+ z9=cUWZ^=<;6TL%*Zn+V8(Rl@AfB04&urq0z%3_VmiW-DMIY$gYA?6}tqqJPgYzV!* zr{o%9WZ0oN%5(#nH=%$k%JM=^dp^z&|5kVOusL@bf2zq`2YC+V1D4dL< z$S8=68Wn+%ai|HA_3bzm=|qq{9BOWKl`#qop(`@cGo_(NKZr8O8PF!sdo)In2l3E* zM0IEvPuLPON1h@+!lSS=dQ2;H^eK8hy66Qx$`d-p4ILMaDddz(==acv6X*eq(CKcd zJm^XV^pHNvfq0a|=b%_d{DdBBMma)k<_Ie^A*CBt0Zh#EsHZnf4#W0l9=;JPQ>s!jEve4$E=ym8~ zC3Is`=yP;D)NeEUJfgpk`i+3*7`hW8u>Br7F6uu5T9eQX>Yy5fj*t3}vI`lzi;pw8 zfRd)EV9+KhsH$k3Q_9G6`9MXbl#7{dm(cQr<|+YA)|qXW(DH}oE4n`sROV38(6Wl| zmP6T(26{y*GP*kousH{+GU|GCI}B*Q0<>(RWtf1v9^JP9Dwh=f(CelbQ6uBcETTrP zL)RnRO4y zBN2#+f?kg)1rN0cT5V_8JLtI6>>bn|)9f9@&(nkowCbXS3aFi-uQ?GF7`p*Dnqf0 z=uZ9?N>h{y4u1<3Xp|9)yd_ZRV#r$}gQY%>%OTLg%h#3scdjnGp}I!4A-k-;LxATt zpIyE)tF0)XAm6z-;{pSMT%e(4kyWk~`KIT*7Va*4Tmp;&Tz0uY{&j-Jp5_Al^%cA9 zCimTbUJiSqskE7UpqI<^;NXlJ)PtPGs2+MQKCXdokl~@Hz>xl%-Ms=`0&udMy&M8v zHn}+YIzw@VTmwx&^@-Tclcfd66PxOOu3C0h63;~Z{<_!5%WPR3V ztO=22xG{9|<~#94HEax*8EW>u8o$w8_UMNXUcHws?B$b%yFY%6_dK|jvBrvlzo%91 z@}o}*8@a-=811*#FO*i?F6;M@p*DtLD)p*wn(gX)U=LKUVK6h~ zHVR|7X;u&^d6rRXQL(0YGegGJocyr)%ik;Kn$=_A_%>}1F z%o$q<-uccrRSQk&!6Q0MLhALK%S39pzuigyoyeS*$W?EzbS!e45!W;O6))NM)cF3k zxKn?p?DCeZWahPr^R+~of8aFMnrRA4eK_8>`|YwK#XIXq+Wsl>xnt&YhfPS&wDQt8 zLosj9G1XOf>vKAYjKV4__UGVO1sxxgvcs0{--Y8!a(pb6``eGVIl|L{ODcT5+u^;f zY>IWxxe?1V1qk*kq`Gk0sj!oyhgNKj>Ro03|v3yu;e9M zsl%Gm^iFQw6a~LJ>8|(M>c^Q`r5HabUy8q7ZRq0hSnW@Y)mOFf4@#T3#p}37yzd-S zd^0aZz&WHyO+nmAvV_4c;-nv6&+pawA2dYlE~&1F&>G>oHNp|Xe4*B7l3%rzz3Q5^ z?z*rnB_19Jj_Y-fmJzlg9P{m0S(UwX_@F_2s;1@1IZ@;9+$*ZY#qA&}&= zN}>h#Y};MFCSGSAVFahbp6>?l)J#S=>m><7tU;Z_QMPr$Q_ZvR< z88fj?`U&a0nJ1DEz9=EmLx@pSUPQrRW7@q?+}VXre*9*Aa_Y^I9?jwSE>&UEOxDn| z>_@h%%jeYa>qUF$CES*%<=2b!&^vaU6|Yfmc;xowTK;jafd`D5ITMw_?s-Do!F?Be zt_M5y?LGC#X^7kNP{-uF@f*a->Sp5dM~M&In^lCBUxnw6gj)SRgEx~8JvYAg$I`ry&HkH@u`;h~h!E-1s0+#1w;pe&Gs-FX53#K; zB5QJiYS;JPUlE}qx6=Ess9v8idM~PTyD?@xx3JpXz;A&Y4?Q4ORAgP={X#S%ujA?A zi_W#GMG`-Y(6u6EhhEryq!57xTLlz%$*No+&zla0yV+)Fc9n_A~B zy`IIoNbK9zwcGOURS&0hbCmmb7+9BQU4JFTS6`mvUD%!5*Zs(A)nlK=aqqQ;UvEd+ z9qU%M8d&pL`?^ZR>6S^!o2^_~wJ`>R316R7j}IjsFf7oWP_35fd~uUYMA~4~dvbhY z=gBRxyAPa>3FSV)`a=B2iVC$xSNHE_isiDNzP_%Xs}vizm(Q2}elf7faZ?x_WtB=>h)_S0^H0w%HuX-<7vwr|sUPB88;kxKk28cImGhZCPV5p`RXH z>T5MBm#*4v(SkGAcQtK`Uuu=hlz+@4`?Rs1GePI1>C?DNjiU?hJ$0_C3egzwPQJ1( zFSbOZ`fG{CM#CK*0t?QxtXn1Qc9IawbKqpGYIV}vFkeUit6wfVhF<4qO%Azo&&#ze z?6ikx`K5C>vsK?F*Bf;Vw*6Y)D(Mn3zA^n$&5~OG ztKFsNqC8AQVo$$(`SR&grY9>~+*=ZJ4(42vce2_oNb)?=($XSXqO)#-yUoz(%Cmfp zg{76++E3YKE!4^s<;_=TGb$)5em5^NPUw00^zPuZI{7y9lk3(sJ-k}^Gymy2iDW$~ z8Ob!cgK1`R!Ob6xSB-7yU-($~bh0vOmFjBcwfMBnV*zzo@lAoy*4f{R-$F8h~D zfpk*draMM9%cR)blby4F#l2h@B`~O6`_`&+=le5po-XUxTAEy3%`)VCsBou2{>k4# zzmq&&@*c@PzRheJ>!@?!tlRkU=qDb$8h1i7nT*T&@ZJ5+jt0~PP?k46E9Nz3M_Iu2% z-J$HzmVNK@_irfh^Y#|pDN<0BYP`xcsQ1`6bF(M;=IfkA^$iyCHRav75a^n{tmVYB zh$!uVb2??$ONuT$=MKJ49Fwq2%LQOeqLxu3IA z`?t4ECY^Tp+ndFY-uowdeTvShyu0D{_K}LXZ@s7fm?%7W$(&-oT8J&z(ejmOZJEFz zV`bSz@t>b#Ja2E%Xwu_&m~GKA_^HL;;)-(NZRG>^JR=St`}VX^{)+Q@f0F~nZWp8q zub#9nO8y-*)|Rlq%4O_$kGfy7{>XdRXnC7EdaDic)8C&-5lb=G9hb#D+vah?++z6N zl+(9~^Lvu@Bo-(fI@p??p7(SuJ6~JFKd+v@Ic;4u?wb8@wY#x)ZvKf&nuktEwcXoS z;I_qLmvM3KRf~qMy-`-KO)0hFor{HDzo?S5)*cgo;im0)&-p&HfQRdSoyHXHu8ObA z3iG9pm1I0+w|IVwIrBo_hJdM__gabbdNp}>q#3O;-KKrTMmAt&-yGPUF_P|T|Ie`Ji*Bz}|j_|K~!kH{|-ZF4OihaDI&gNZ9 zTx>5s+NpKR%rb|kkZ|&Y?CHU~Zzi7*&ac^hbbX5M^(HTpx%tb{tl#n!^boZ6!Zn~o< z@zFU+DRYyqiOZlxa?ehlG#*aYkCE(v@QSO?=A_CCgZ@-A8Ac+Bi5vqW1FyTMg~LWeUJ?NZ}C`Ry(dCQ^lh=_jfqY9@s> zZe4baiTtj2!D1|lx8{(cd5b}~v*z&RNP=jHp>~VzL56L*t3C41UrIMDx=yn76|DQjwM4&k^E#cUl1X7TpSaeaTQ%KB*<#**B4h}1NK)qn0s3ad*PbIjKz3>8&e>(;EZg*Khx~btgfqr>4=wXeZj1~NFkg7qj)%?4 z<tJt zEM&V3{=A5atBgC4pgYi2p%|#}%KWDO&C;Jj2NDh*{>M)1WG_ort))u=!Kd%`l*Y-2 zf$_>cHZD)BbL;|zuW^<2>{4BGY?05he|D`amM)bp4eF>a-|2g(?Qp`{gq8%~^Ffc| zAAPweeD#ctTIGI~z1ObbgAXY9Ewq{UqDKC&mp>wQuXDExP03cZmol*KQ`Fk_&*Lv5 z#QhHEPTyg9mn8kQAk0*Pj=Ev-2Nidy2YI5*xDVE?dd&G02{ z#rjPpEImIe_f^a*KHJG5x=Xgec|tQeIGt(TAWv~p%kk=yp_T%DYtL0{*T=sztW3PG zci8yb0zdrzUWHxkXDj8^&#tw1%27|;$mn#i`jX(GEa=a|eWC+?GMnY?DbZeMs+}Gd zoWwnhR~b%O&bf{>#Uog~ujt}@&jH;Bd?T$A_5!as*DKt4FZ7CY*G+)}lKOylkWW;s zZit^<(+dX9nt%KMsW0<_9^d-DR25+9d~Towr$(CZQZrcd(PSW zKHq)b=UeNas);dYjWKG}tXk_gN=O0X!W1p{w#KwfmSamF&fO)mG3OTLTqZC`oc+rKO*wdcibdf zIQxWGa_0=hWS!ur9Bb0CMkgI>djj)~A3z;r{h`a}c5tMN^Nklzkc3zIig?NNULIl7 zwpt56R#u+a;rNxCokk<`uK9NmZj~J{hX#ouJIIVB;J5um^sXl!eoE?9#J!(W7{>aakG4$RtIEI z$&_Ga`WOI>LQ0dYJ}HpG5muY50mOiY)}P8uD{YNHj@)B823vhP5p*H9?s0{Btg+?2 z1z~b}^i1A56J+b@qKIALS(UB|(+LcgD?=94asQ*cCLUP5&*a{y7sm#*oRpKOl>LvD zcAY9&m-~ae$*G<_;_CFDD^G7B?6P#l&(a9ql24{lG}l;!Iqq(#(AaE9eX7xZ(241_ zUUyRpw7_{A1y&I#3zcjnG>{fxVp6bl0y7Z!6?>6fAFU@`?src3#)SnBO06Q0W8g!EHu6x}c%wcR^9j~iSU!&8EB$n8 zC0lF34xSP7(X0Y~l-Rzx*nvrX&(vrlC2(W4M-b@;BEeA^yk!drzFPKJ^4qa+Xh0J{ zm1zjkDHztn)#cGhNUBCa!Bkhk{&`0vvBT$(FjfpG5athRvP`gG^UaP1Q21Eyx-UEl zFFWZ9AH0cSnM(ChZeS7HL1-g8`mXx=*F+r+oaIN9zZ{cqMH1S4XlA7Ry@`j|c;c=5 z(sQt681v?kqjJt`B;LHA1+iJa`i>^ODm+t^Rdjh-zqhpJdRj8M32PLUlLfaaxGTGf zxII@ynThhbpGA_?nfibfXJX8HQw;)H#0D%P8}4Ik=Bld(`_dWMm7(}Yw-KTJBH~^Q z?yD7Q0rngD0S5(ahC8X8*~i7Q9Vk4HOX&GJ@Nz4BT7`Y@DO|)9B>=-iyWmj%E1KC4 zQbM90!Ej}s1_iuK-x{HdcH0PKlSIG9HxE1lRi1%}0V;lKH_|mU^w!;r@0a89kizR> zbynFyDo4uMelo4>u4YTay5OH34i&|m@f6s+S^sD)RtSGOe#gae%6w?H=6Uk$00eS4 zNm*raHyc?+oI^1}e`wky4$lx%YV}F%D5ug{=fgmU#h{zb569HYmbX>xrgcqr$5W7u z+k}w)?V>Nur*5S+`++t>LieG%s?S!92MW`vWUjWx!JA#er_r${xZI01KVL*&o9TV4 zfS6e#KLhK)<7mM)P;);U=rb%q0p_t>To{&cj8j~;8GBS*E@0y5aA4y7e!zK68w_k& z=FsSYof1K!ry^!YS}E@aO(>pqi~Y)%z1oI@81v9~RUMgJrLNpT4|weG@I+*uNWOe- zlhg<7^2d424QOU^Hem0<-hT10nrspiGc*rGSsU-bu357eA(4qC7`EBv5=%VeP=2>s z?!Ke8NwAar9c$0)w(;O6Vd=bJLsMw!s93=S_&Knduc9?Guj0!gA>m_xp14(MX48G) zOL&!XC!tt^GhpE#^|52?`rLdw#mmrKsIuuLzNa%sHAQ@IV{tTJqrB=UHOGnxwqr@f zx;dEY$__N87%H5;nOHq>GOy$=?T95~UMNG(D-KQ%S1liJ6!|2t$=}FIN8AI3RE{)? zp%cL-7%?E8SfwcWYv_FQTh2kHhatL)9SVo`_tCLA!yY&Osi_fB41xMpU|CbmG>0$9vse?^;EmXqycZPz64Z^R3 z^xOSby$Y=w1ir zCr)hyKOfX9#j^%p<)S?9n{}doJ}j3Gk@I5Q zCvsK}nYdfc!x*2;R4H&4?%2*>GdI8pM3GFIFRwi`3zivZbiL-8a5aF;q{6ajs#X}+ zzruGoC!HzGmL9oRjE@I-RTpE@PqfkUrUIu}Y){IBpYDK*OF==My81wVjN0GFF=G{Z zu2_pk-6oVWhbO4DP>nkh31XK=SK{PLk1^Do4o2R&t_%8FMX_d;P!h7yF74B>CJ-RZ zk&Ex_RIlwgsN-k+3HY;zuxfal5)#A2Df4IjyHPA+@Q`P0nj1&DN4@Q#-@E6p!cuwW zpy&r{XLa#lmrm}xZyxSFr6{UOmF@a6WAiPe=%cU-3Us*PEu6*@jDF;@!I20rs5<4A z!IG5=Y^2dY#L*Qq=9RU3e`vV8Ph!_;u)SrRWiBs14tUw3*Nj9l$d2D9@XLQBJ9tiE zANUF5PJfY;8{95WjAok2Qbm2_;OdDF@mGH)Txunbr#@Wox4zy;S51%w>nZbjn!1Y` zzPGnMbv$cDd|fz3QJ*jNp3|uMI9|E1@LqS$-tK9Q#^_bGu`0Ge9(e`mzE@RZ#$$e= zw78vMHqmP8HW&~hK>;&9F01=%S^LHki~!El6`Vgs%*lx5vFq$q4BSea%jkSi`t zzH}gqupAoQ&>)9U$&}fYM99~KAem^_!oXX|*P_5aG}{3n^q6)vzK-DKDAf{ugx|82 z1T?#U6N0_xHg(^D^oju!PD|B8xmNfdfc(K^)S^MI*opAX`U$>?VOQjv2BuB3ozd}} z0D=L-q21SH`E17e=W{;%E8Z6o+O^4--GVM;_XsMPG+S6e)e_CFf6F7hoobsNIBW4a zbXUzn$s^X64H%i_)E1T!wpk$$7hT$oK_OV|*gA4l7$<=oK8JA>aEF=3%FJ|kd(&vA zV65QN%-BvZ-r?#?AC~ZbfFd8QgETr-e-J$XeRZoGrt#fV&>0_8*%wA%ASxZZ1Smmf ztGfQJtY8#b$PU8qQfiUWoR_bi3m!LKd|?5pLj#XVc%&!zNnMZDhXm&_5 zB1Mam%J(rWSvoWvKFx)%zi9=F?zz5JdQjEehBR+>wi6 zLTe?Pj6?jcWxS9<6xN^=bCRuPJl4mG$?9kHl@RZh@Z&>)NHgxGMScCj;dnSc<}8$8 zp`2Yxf*(fblJ2+smEfeZ1i3HMl#tq6pP{^%rM#FP;UK|ZDp@Sj3WEK60XdNgYr&E( zL=1*(t{O$;_Z|_-A?0AAiAWc+3IzSku)3V(W~Js{ml`%@obX1%nv!s8i+gllfh(=i5U=e96&w zixeA2saO349I$5kbq+oU{x{r<*4YRQZd62juZG%a*<5s4l5?MqLEyCD`@JIf_f%ABlrA1LJ6`4#RlAZzxATcOP{Jq>V;OzM-_{X~qe zzk4P(%gG^rV&8vvP45ZlIH`d9On*X!=e(!ORWq!$ME7X$Od`*U-d8y=638Hk5aXRK zO;yrAv%ViN2v?_xnbRyzHEb0#$eK%a!(DXZ|DhU({>zz0M(Y=@#$rdqS%A9rJ$WHK z7L=6#s%D}v45hPgyd#!UY%*zHIYc_m_mp&#)yXM7?7VJ>WH!4Uc*Q7GZPmCHlgDNY zP_thvaToEE+idw*lpQ^n_420p%c>rBevs0<9HRlch?!5@7Koh}J!ZVkJppCB%ey@% z1hjYhe;^|X+AD_wD0rKv0;*i?+8_yUx2*}R?)7sZ=Xj3iq9@(2iy^n>?C7iXv&6g_ zRP9<5GfxCp1KhSO-P(AXWy>1p1B6)|j(DF9Y`w-<9gq=GMgqV!gUonbwacvYAd@W0 zFX(71(Jou`L}HBBW^Xy10F8G!9S?By z=W7!a$y2oY7%5E}fLqiPOGjzwtvx`@xqKezZOH~r(t+k`)T54*bO+!{RarXz@|;j-wvQK4%W66&|1U>NQN(Tb{R=WLJrs8n4h5 zgc*!VFvL@9_iSOg6Yh*D_bdk}Zn(sa63IyVSb~n(-HZFZk@VvZIa>vfg@?B~+m{Ys zl&clr=~WOVqrR)2z#NbrSR6o|oC~cTx@ecKS2>k*N?I10TVy_?;9W`CPafb0EQhXoZKKfr)?olaJ_>UVi zmBtffaG@9_rPx!jS7p|$$+=E1R(@Wn+lY_+sc^BXH7deqU;RGz$J@haui!+1Kdp$jzr3J?k#M!Bidq>D`gh;lGNA7Qk!lFP zzEB+*d(uweN`QYAR{WHln51f>T+mVILL94DJk*zb6>=h8uE5Y7x`F7(EV`f{-1{@B z&$$}7%&vAhdnmHX+^=+8@-%(-X4=uvQK##6MJw%bt!164d*QYyjF*Wgmryhy{FFuU zc6jg^bo_xOzT@u93322!!+6Ry`u<0rNv4=wTX3!A$Pf?Z&rN|iNV-fWxqjgj z5!i~NbI)&4?Fd$wfRsP9kS&Dh-`J!|qF*@JC;r zddzIz?$`LDN3e~{=U)j$@xkA%zorFS)~-i0CavTyF=Xfi>BBkTQGZ%XBUl`yc=(qs>H`qXP^RF$iF zN9ob**?}Dz@gb;{UNd4Zeh|F)^He6^Tx~pT=r&Xm0mT6p6bRxH;_4zo=CVW6T&vk; z8rhWdGkB{Ga2)-<^}tg&*VdpmOxq5ijab#wzMK$F<{C>`EZe~l>jfrNZ2ED)k`=&p za8M9DM%{Z5@$k((z7?98^J(7Wz8MhOWd&x~)1?Jb=QA*PEZbtB^vwD#z#kCx_ayU` z3MH)iDXQZ|CeDv#M7ayd6`x5P#bdNGdcJ#xM`gC*#C5jaWpk;G_feeFz@-8&BH#7t zRd>F&SHr&^Dy>KqZm(U+at{%W^|r}!2ePe_XmO3$l;GVE z7`itjNv-R;OID_Nic%Dft_2q-QzUH}(bV{e33;C<5>%FCW@*Gbwl2A^ljdoC+9}A$ zNW4GsKs}UPFB%doP{kv=49fRboYPE%jwZTn3=7;oY`@M-4hm01&-2Rt3UCkc$lZk? zrN#7gG;6JLsRPgfckV8x{2@rbGqFC5KWmb;_5JnzNh)b+Im%5Lxu|?Jk_-9^iRhJo zS@h`0%Ojm$MGrjUsWjr#Voo0d)1z&8pRaLdukpWn-5tW^n#Ip?-A_C1dmaHF96!Kf z(rL6GV?k4zB}AQ?f!m^+e*Wew*QOy<=2P)LUv4p5T9j3Z8}*Q#al2>T{(Uox6g-#x z+wWeMda^Hdv=;*OC%AY;Kr&@8r~oBwz%s+VqsD%4OSM*BrPKHbjiB{XZT^( zWBMJ9-gN`3I3HctW}tmy;}d>z2<>h1;!A|vt<`~n$wIoj(w<{XF@x+>$cSC}{x1c# zG_UH-N;#-i-zXYbEmxW|8d#-rsL5iuJR!ITE%w2DEUd5=LAK;6C{6v3=J}L80&aUEMkeZT>Om;sA*NzzekK8?O{=+M^Wne^i>jPSw71 z%Vruq2B4Bl2+Oz_#~@K$A`Z?MLsxtI3wJWXX9pVFrGI!eXKl~zo=sHyyiQDeSMETU0P63 zF3=X1%NrvCvXG~UbfUn5<4culT%jaPh`DUwKppF)FItGz#5kmr-KOqUI&QiD!IB_g zHW!$a!IIOn7N2t}_BdWl$)Fem>#rQFxwUwVHQts@S1CVv-41kyhR0HH8eTY`f4b2H zFBE0s^0Ipdow9Pb+QWar&zdpAY_6Z+m`KL%?NV+L>M&7t1s~DoaN+d=`&inEb2{^- zdTsjl@Z{|ExIlHv(B&cOro3_;Mt$P~)T$fj+7fS3r(VuAIocuuT%JBBsW5oUXtHtK z+d$8=C#0dp`0>^<5>%wJBVLr+nFj)nS#@Hl%1ETHVzMN}f`Gt&V5?KxApG(g*&>}# zHJz7N+0k**_py;+jDfJ(S^LIn+Eu=?Vo71*xMrO`itYSu1n&$rOoeNc!SnLHRd zmj+rx3ti;bz2^rTii!2qWpDlR**V5NcWiFvr~E>`&W4UK;>O3O#}SqL{>v{9le**; zM6uzxc3+4LU0X&R&alECJPus2pe!8BKP>wx+p>vpfRTi9thAINRxrg2i*H72wC1I* zW${XBhlZ}JR7O2beU==TOJvSE`BaU{2L==&z`Ki&B-3ZQwOBSA%h@+wUXymMlLl5+ zXZp_hlk#TufV(S;#)zN^;!Rs(fjqhN+7spm&J<%&DIrw|8e4ZMgASx96_LzNsmy%i2CtNs z)2S!bI3kBVX_lWiHEkK89H&g zFbF?>pdB0Z^^V4d62*xk4Gh0q^ zy6TnK`&IB@Dr~mml9D9I-H9q|-QE$AwgZ|9rRrUpGvZ|UTY$yr_XAs7o}%@y-k+)b zIWh%nCop!RAJFW}5N8i!j1Z{l_9g~tbC!)*?O&1nGrxXIK2X&E84nE;bEGWCd=DkL zqIV|`FiEI#qGZIw=log~JUFf?B$Kvzk07P=QTj8UiTzcqDE{?Oqq+8;-Z5G;gJds(tVg=b>md+#_7a9dh@XoiEU0Xdsp4#pXdq5A%9N#eVMaV~vLfB8D?jehV*bO084%5#za5dtGP5z9|Gj95rGKuVdcgJ>iDDrTyd~ zBR1B^JL+}ngulR@J8eSLt4^gr5e9_OG-gbLcqXGd2r>z8qkT9SV6%QX7=p{ZQ4_?a zJzmIF`8FSZFKZ*4!&|6RqB!xqU9@{YSNjHihrL7nOmuYj!7bG9(OpM%R36#IPPiT^Ufmnu zQ2LALlsbMXYUaelqMGWZSH?d`T|Q6E5cSE(jvffWr3j>Q#aVQ;t*S(w29)aMPB`t) z+xC69s(yByyq3Uk@$)|1&#-smzcY9*uD`yP6)||2jfmiV^xyp?kZsq*p*x7MH&v~l z&}_PhdD|U~f{mOUuNyefX#hjw;oXXROF`ZaRG8K0p2C&kLj4g=kJ`s%VgOn;SCh#1 zq`0Tk{Jd|8LyMEJ}+rIfRRI7OB z2<=-f^FVqMLsaTAIBw5{%cpRfA-D+sGw zIiT)*yeM!S8m9_h`A}u-Sn5L9FTt)>2READ$a1BwcvD6QQIb5XuK8{}V|z(Fol_(( zx6Pqj197U}baJOJ7?~2DoN^AX^_Iy?83#8+KIs%~&rNQ%F+&IM!aOAhHPKbOp;_XP zQG~Y?ZnaTE4ew%^v}(d4KX^h9%x?O7_ENB7$MZCYgx|?C6J7CokFLR7$4P#8(lFd* zyklpEUPHAfB)OgvMXjlnE)N^E;J8q4k1%y+Z1rUwdbk#*i^E>+!McXcp~8mOGUG(0 zE;I$IVoul5>nZEi7XG={i_pUut_{~@48l_}HlZr)G{rW+YQu~>j@js%`1Cp@l%&(2 z;skPuczv3_HYtG=WK1*v!-{3@H@kw5pini(xhC2!+7JG160Jt2U*Vf+$T9j1>28~oxeEPv-@GYy6_61_o@0N1CWn-%tQUMsq2DD%{}nF*5gvkptcM&G zwiPz-(r~%(jS7|I+lT_Rn<&$+7IIW*vs}NGOWdvT#X$Z&NWM3p+aGbd( zGU<|U>Q}gr?ej;3vAO^J+LDMmcRv~(*nhk{;4Dju+dzuUnSHpIVDu-22hNkV&5kj` z7E*vKVrL@P%^;slzHWwQPp%$ETWdb5lk zV>RRvpC(EEo%-x%^)jpVtN62k(S&*f@F(M<(nzrY9a{`5HfED-(Ioxq~0Uzfdm^gPGC>^jY3L2260A+T3Y2H}Ub%9hWZ z^fC@P6G8Q`RorL2Q##L`uv?2TJO{nO+Rf`h>@9Ycuw~ln#VXO$T0K$p@6$n7mawr! z+Rp;~#wSONTTVN&n1hS-W32SKB6%MC2$A9Kb@b~+3tPDz(s`4u*ZGN$VX#>Xu9o&Y zlodJKLJnd-O`Y&p_j?^8(^baKnh0@PLcY5rY(&3^+x?7G}girDv4gk{gL2wcW7N6>S4;Q;_ri zbWe$03v~eVn31{AoWu(nNUrMEx@{4*n&HVicll2{1yTc3kV+zCY>=%+h?#0(MXVJC zIBTgxMyFI{+K2oInhC1Iup3iRdoC4^IbtDEQE~S<38O+yiqLBI-W)x6!2ZP$i-GzY z);wMx(WjCkyutjZ5K-aG5oEe9S)2$OLuv&Y!ky98i%<8c`s~~ZWjZ|j^lFY(yQl`j*T^MI(^Nbh^X*qX27GqOslu{%Cxhp2srgN zyHv*u=s*tBg*0b`NC$TQ^*x%GCo1#6<7;U{ZIaH*`6!Fe^KjzcHa%glD9Nb(*3E=> zbF*5Y8(ixN539vxGlGu)W2ZwU%0yRZz5Tw9Zm!ZpzyDlgdT#FR1Cj=I@mQ~JKo&oG zq2@{$>ER8DLFe8JikN+S9@yn_4HD{irjir(9TaJwjm0!l)>HyoR=*+GC2av^z9UkVquuBevTaN69(aHN0UzC z>-CuqZTNVQ69%EwMNsmpqjHk-VyAEeifBhCT{9~l=5#KM&IaQ@+MKAc>%4_1(Kf1n z%;K}0#B6PxL`)ow94zddY#jjD4Pal^z}kd}LGWK6 z8W{^i69)q)3tJl{0~<#=AzLeBKr1T)Ge;s87zRN{BLMUTV4hj&nb-kot^ouPK-gbJ zbO6ego)dt*v;Bn@nOLh5v9r+wh+PhLRu~3h13L*53o~;-Gd2!(dQJ`wCJq<|NdUrR zVI*i{1^|Z`|7R*fLbk3%T68QN09k-HTyYZ70rKM0v#_xM&}#q%#6tg_lM|2(4nR&b z(=#yw-Ycr}Km7pokO_b!`yU$gpTN;yoYwzG0sqtIZ#4iq{tJJDVGuHKH2F&<|GPSr zoDH4a>;O6wmK6D`wK8A_fG`2}lx@W&MSd9A5iv*_1GHk{-dUJAbO4AQ0FC}z z0Dyn~iyvcU1=x#~2>_G=ST?|0>;5f72f)n{X>qc%(lc_hv#|ko0oWZU(cc3CU_LE2 zHa2>IVE}^IzB2-*1sI5k{XY}@N8A5S8eo;bCH&oo<3FSRqxNq(e~;}-@-(3N)Iv}(DzpMXYrT^D}e~bQGYk!yhcMIS$?0{qZk4FHE@z?hs z)d0es`5!*;uj;?BNgV*&4j`!iR*w$g{1Z_Fye0835B+b{`3pw;_euA^VSRw~`2U3Z zbYjPB0vM4*pFUw2;zW&cp-54Lq+BIvU*#?Me7gnc&;ugswy$VRZ=+kgXInDQS_0^1 znP?(iv^`gAO1f`k(-wPqHmyM4VLI4k+}al++fXYf8U-fxIZmHC{Q_?DbL?w_u838+y zK>HR1Lp2)uC_&*T_ds)kEf-J4$}1n3-tXVf z92OQ^>?;D3FN8u>cNHfQToTbw61M3ju?lOh%HZ=XpD)G-e-h_)m4hX}=6jy=E#};# z6mIHC!=m|Ns0wl4t!!dKlMz7=d2`=Ac(wa3=f_@s>*5unPjzj_|KsxTx0(KmU;y?K z5X=6GJO7Sue-#4a^8de>C~5;hHvbA?|BZZf692h67#r9){UsZ~2($c8js}3+DBG&o zSp0=~0;2D~=+%FE&|ft8zdh(boG23$BP-zA^1nG08|Po?`u~B6dU|Lp{c60@d`kcW zapNcTJ8yCwxm3?7^yhG zC-#~wOUUJ1m~oOacOqey&dki)=<2?jBAc+k*?~&AEPJ%>$p4h(ai`OI_g2y1efG5W zvtkQ2)E6ikT1P<0Tv8|I=rP058^QMpRKR>9az{dRD<}!*8Wzaab)r!A@zkf{1;v*d zn8>9fvb^nP^4cC=00(FoVlgNWnK1wah#tt-eFHviNw=uU75Kaf2us_#VkgmQnFL55 z3TSk7RkIJfgabwv{dcXM_YWBH3(Apo|)uli^rA%G;Y-}L;4tJyHLudVBZa-&KlOE$J;fa5M3Zo(piFw2*e(5p!%>|3GtuC_bEZ)K*^Xu!!STZf(T&d zKzsH?z`(|YyNc=%OTeID#W_%wphN@|l-WRjV9+<1qG?+|H6QKEhQ$)N&G-9BO@%rP z4&*|QIsL?iJo0lM*8+8xmq+?>(y>b~UHp{Z-ga6!H?whhTXJo>j|9FftzZ(T-_L<@ ze7&O|L9)qiBtJnGQ8YP!rf`tIBnumWftb5fH!wXL3EU16i_l zsNBOf_bW(#0!>r!0J~@FV*>5_;z$gGVchBi(+2*`LFla}u<>;{4*XG_vM{t4o4}Kd z2)lzL*$H9e3qSpxJnCzQa3)Ju@1(%i7Y=7YLBWuo7xXR8BoMEeOoN;VwNfrolG3l% zI3+b(SQtY+&IF=Ay%}P$&(b^y0ZN#nJlJKKDAF5L#Gs`=ioAu^H5(}`2T96+Ps9Me zz8Atg#z~zL=n>btW^XZ3h^9OsZ5skgc!+fFiW=M9aGP9Oxa_FrE}tUWA*^rb^GmoxocGMcdrhyd1z=e!)N?Yawzw9{q~T0`1~9 zLDto{uiHSC!CtecFC3MDD%Err`snpSZ|GueIgpvYS~+Jl7#*yiS<&_{SXRLs)rgOM z?#mKc5DN$C&qeY=AGpT-n?XwX@ZMlk-F1p_6-L%33;PfK_WoEOd_e24XWP0^d$vF! z9sBRLH-}%}lPi>Qk4u{R@xr=L*Fe^Gyg0z71PR-Dw-8|Nfekt5_uBW5K=uU@+0vtU zmb-sDc8AyH5SaO?#e+sM2~*`zm!8GN{^3$wqX`#i#;^-c-_K@y-7u&?hK5`}2V>%9iO6-q|2Drd!M zzug~$%5-NRfp@`8jYp;;UUQ^@mMOYWN2!K?hmXrC<^s(NLJTF`tKmn>waYDZ&r8Si z1CH10(IWS_`ijwhdx*p7_?*~qq{j;~G&kS^QVu_YFrUDiatXr~YVB#S3WtDCvWc>{#blAfi@3Mt(JZiGzNVtt|9Yh z-bFo!((~i+{&t5iJzXGB;q{Y`@?}dKEwWU#R#2c;iLneV)oGA(mPJ<^@hqh)MMhsi zXa=hu3t>Spl>4gXDylP;$I#Ox83v&NUnk=@?WfRNqhxFYE4I~MnT~RmyRPi;Fc5T! z+%EZvB(&0llT%PBxIG}GrW24odCA`EuV2r+>K3O2Mh-K5;v|-52tAO>OdKb59Kj_x zALSyJaeUqmojYkxA(oecba5WxB4)3`vWguk#Bv%THUll|Bs8B=&u>#QccP8%?C+>j z&pac_(n^gJX~=@}!^KP&{Jl3Jvgh}!iL>-iP-zT3j~^2Y;iZ_bWz;kn<40b1m8slj zE-&RNCIthRxxFAu_3u35^y~{Z%xA2YDyCxYsY3Kd=3%5r+U34E)P7FYI6lc`yS)qG z^o^tIsv6s+yYIw)@OA$Dr1Eas&JF#$y&$-TLG9JuzbUGPK?qHQ8q~~hp?`R5qb{6l zC)2p})byrE{lV`aT!r|9{;298sQRoW1ciI4P?F#3#(?cGgk9`KjiJX*I1Tg z!~pMfN{|*tB*<49_xu~J_ax!z<)dSH7xz3qLBy|$Lv_}rjVfgq@lv63AU_D;zJQyf zM|H5T4M9PC%f6MK{j#^DMX1)*1bC30>pE)#KPRaCzM&N}jq_CdjBb9E0HQJ^teHNS zw&UNt0X*gOb}K=ZtG`7uf)*0d&{XGYtmKkoDFo_SrXq>VQ?>1EL0ze3Q8uSOAO^EK9ma_K}RfG8iM+bqNX{O z6-XWGp%M~mwSrU2<(Z6eHnvODD-Eaw#rm){qy$wiSouj8yO5(8Xasbt)vACH%8Hej zZs{lkS_p&uUR0CnK?`dR$v(n}5Ld%fU3hJUD3Pp9$*w{oswZEOqAZO)MAurtFO`84 ztRGllO9!*{Z0-tdz`GNI2BQ%*F%k_BI8Imtw0Tk13(Vs zVe11PVB-U{7}c`z{KttgjS(8UNt+FK>66FUvcU)IgHHN-of=CUm`W%XDXIOqpfQ8W)Fg&I+1^mL1C?V6%)wA&(W=a-}zRmW)#0%3S{Ry)SC3~HvCFfo1Zg3E+ zj6{DH2za*1^&n-S$RK{cP6^hXpVglc?hRz1H#AbmQWf4s(WF)Mj`gA5}slK=)BSdUL2Z~S_szvqXkg0 zLkin1tu3@4CR5WJhCVYp`#UdCd$uWkAGnp2itKy-YpNhvCR#N4rGmeiy>7+pzYq(pBt4RH(IPdpGxq(4;OLFqnp zL+u2Y(w$4GV7~g z6Ih)gfDep7i22z;1%iU_ANmQ{-Mz->#|z;swF*caVT5>Q4L^}RM+_&~!-BEwepzmk zA)x~U55TFf=pW64q&@sD(E6ysD#@9)6;)izF#FDxnc~9xZY;R+aEH?145WDz%oJi&j7>N+qQbrWpV4 z&6zLpdO|1;PyvtQ3ITsOD^G}?X;NY8eHKYz=uT!)GZsx+h9y_lO~axW#G`oC;hB9j}=S8BIae~M{Ox_E3gzNPE3q<;}r|YjKTh4!u%s* z{PZnh2z# zBPRK(d8DZUQU&|o71;y67z~#765+g>a27Ka1K;S_B$u0!Jqfa!+J{r_{lxbkEXT$g z4h{xvxGg9+@2TYnhb6dElH@Ml2=jjNz2fY=!7H$}Dt<3;^_A!S*|6JJgYi9V-bekc zaUkplQ-#Jiun4F)>bN2rSZvsj&D*6_wz5vWSf&M9KsE;OtSYHs%o5?$!MVSI8b9{V zNutE5xX_s^tgvB1Fg2fcLQpC#A`^>-%6H<&1a5|+v*JF>>a8LBDHXs8>Tq~T#st61 zxI}I!71E^q*`;_;IFFkW(<1|7*xY!Szgeb0d>WM9d563#i{!=ez{(SUwY!4t%5EA& z*s!P6@`WWsXd( z(0-x67`(3B%DAFOiB6yV`npFF~hAfvTZG0`sd2z$3ul<1K zX~A8yW)NGq{ghfQwtjEaH`+(H^9qxNnof1qA$*X@*T~G-Tzh5fdWu zai@AOxd%xzs!Db!=jebzHXS3P`0U)H77HzOozl)%72g$G)`3&iv~0Z;KW=P1Y=FEf z-)GUD98l=Sf!cxN-jd6~zxcMX+^OLb%jE=ZyU2~zqUIMfHPVOpg!i*!JWe>6t-j0E z4ZGvPVJ1C;bB=&Hy6f2imWXA5L0)hAEeGgw$69K*(LwBYVWety7)*j?MvZ$6Q?Ygx zsfyG-#2)60Lq^T&6y4FHgE2&~l+;L!QepK(&!ZKbsnHL%*yueK*Yh$JTU z5hCH!?jvhUOBAJHnjb5Lh5d#!^xcz%k}33sn5R_S(v#zYRYm3X`O(7+q|(w37X(J% zKClD$Ab)VOJcyoOEO$lyq30dR`dq41*x0A8cn>&UCxpo+-6vnA&Q! z*kF}yKTFWt(;P}nYg$)r@Knv5v40rVO5%AteR{iyS(JEtf8~@-nBer#fJCbP=Is}z z814tkzTU@RRwS1+0+&)M6swF~ODSjH*us`RkqGIYn9wTdNYRPiq zmn{b0va8Cx-@}La=vqA%fQk;#z@d^!QW4Up1DQe_T0=Q47F&Ce@&+E@32rSFVKYt1$amKwm`Bkxs6GZ3FNSdnF zR-XG>iA0;VEOCW)scQg7=ozO8r=(A(2afHIPZD>+G)x=5iUzfMuXX=+e{>(OTcuhj z6L?}c$|em6IO zSs#CM#t~x!7buChkdVgc1L6b+>4~5!E-I8!C{`X6kS|b;_RH>dUGx{mIIq)>0&kYrYxvOs|FyEvWi2BO(vw@r}HEFq&aN_VO68z|i8MGL!{3T8jBBO`1=GV^O}%i9n?&n*ytf@w7fOdP-t)>JKfMHyKD7ri2l*RYNXAE)y;@obMxtENQYSA%PLf zDPc0=q*{R%Z63c1piexT(|GZ*5uxa^fy>|INWk@rO zTneF183^hbzL77#OzDs+CcG-~D@MgcYR>Ew-!EG?;{*D(e;+aU`KZolVJKU7PfFt>!Fgx zrC^^Yhp{_fJ4B!tXfK>`q}?Md7Mu$0!h|0qv%t}sDSqQnV3H3jw0NUJ#IOufQ?3{Y zW;+~p46q~`9Gz({PEMq^%Vl&~9K7Kh9EbzV?Z4+p^`zG220*{*vcA=D2NLpflPGr` z`1t{2$7)sSIqo0jiS{$&Uy$`8iZ#s?8U502po526hWAyQDJtNegy>9-AMwrIhtU+p zMmqI}vIj??xlRWOMx&&>_62D}!&1op;g{VVjw<2>bFQ$BB02ALfK2>?GK(vLt#Q7X z;0~WZShm8;$S6=3jOfEDGtqgEL*xXy&0`^x_NRiwAi6gIoy&*gVXiG?q;2V-x*J6!$5$kSr|)1FDs1osY|u^vZ?-}YUo_+VA*eV8sI4k-ocB5lAS z!C`c|gV^FBm&1`5Tg)9-Dfj$&H&Jy7Qk$i?Kdz*1?{a2ao?G7C^K%Uz(tW2Dh}K=N8SGIVMqbJdUVRlAmnu&e zZH_Z6PJGw?vmi6UgTHl2C!>xk5 z7wpTMa=eqjdzwaPn4zR!y9@Mxc4X7 zF|N-m+W$&EVRePq-o+9dhhqB}!{?T=b^CCxVrWvd`AmO4c$DMc;M43{PNMoF1R?O5 zkqU3&ivI-;k|#j|?Jr3(mjEL)kiA1pb}4Tt5jqyHULv9z>Q1I8g{QjPCgrIT>LvAm zxO)qzIJb3Ov!HNyf)m``-QC^Y-93143-0bN!QF#fkl=1Xf;(K++P&AxIs2T`=XT%Q zqq_%VP&Hu=s_Os$If43~_xVn;DiahmQjo|^P{GfopM%$uP&Sy-y2ZB_C7xYKCw=t8 z?PW3UU#)>yiw|v}$O=YZQ0Aq;OfN^j^E{j}dm283-WA(-v3Y)4ho&T>gTeK36-z*L z)yuz8ugeJK8%Z79d%Hnn^-j#Woy%ZDrU!!JX$$HVn*||HT{&jy6wMSr^z~H zNtw@5s0cs?8a!lUHK*0hMbVn+SPg-j(J&fUV>OzQjNhkWO=Vo9nECvO0-E`(MxoxM z$WOCNJ^n<2_vOv&eYLk`P$U3nzD=uJjN%?j&NDTuOjILUi1K1qGV8DyGGy+u9#Wrp zBYjEhH|t_7hj;$ipo@*L#P0sDtdYA3>K5R{0Avf!^Xe3&YE@Sj@1 z%80HFx$%3QC5UqlD#a+A*lcBNpa<<_%hm`XeN6A{3o3YKTRxs&%Zmy=(!qn*21fKb)yX9ayVd(3zRK{p zllt?cPH`(`=;r%G$>Rp$4~1*-TPr}zh6@eis*=s%)L-Y5KD0ZLd{={WvG82;yh64v+PKj*s~neiPc zVR%PJnEnuqzXK(VbnL8ukP@8iobPl50}K1V<4OLsQvX(%e4qMPVeLxlLPTrvGxBgD9O92`ENerT^O(Z7fGP|Ua0-8^#9&<{4Yf0-8TI<1M=?( z3SGi?ZU4Is`Y*hI@Lg~GE|UL0@Ri@b{`ZXc^Ya(Z@{YRvHu`(c-}nB27yhCl-T{jD zXZhEU|ASa~*X?WnNiY0Iu)?2$`2P;9@JAn>ze~%y@e>j6u!8@&X9Vtwuw;}Ung~Tx zVCakC+9yCpl$}8|%3P3rH^-ctAtKC1YT5%+L20`4j?L!wnta>m9`Bz~p{8w~@Xs(o zt~5%k8hB^H_PlP)sH)C(i=;hEExtygy{-5Dy>z`bKJH9&=(jQ*p1}3Cfb*_$wrLec;QSWu0m2yg&e|C#)Tw;qeS`Xr9x6= zQgW)Z5r-{`zCTV9qfoxKdlw>B9FU?VsZ(MpV2bJ*NeWsen;;4S>!pdERM9#V;v$MT zA4=OnZdSz_tFBuiKV9ML^mOi=G?!^ZPU#zG@6%d)`+|tT=imJ6uJW51`uBzP*ZTMu z7~wxzQ2$*H;m?(<^lv$Ye>4mDeYyW;J^v?%@XlN@{6VYzm%i%veyYD;EvKE(9%zFL z3_fz|^m7g8%!R0CWC_8hpwL+H9|VfQQG!}WYt6$xLI+Po_lSTi#@9j%l2GMCNvWs^ z1Velg70us7!0fQANl_1vxa+FPC#2WIl$g46n<61;S$+EScGdaz#xGxMm6r{O$4tiKwt=QLXpy$Xc=7r+4W{$ufwb$Zn=4qgI)n@{LHzCCVd7_{UR;E?BLi=vzoPxZP^>U z$Uzje&X0hXEvgSdRcM$Dc1}6ur_1`EjZ4;k{Ev6U$F2u^ZI2TJy(FSsT1Uz&hPFhp z)2RETmuMfhLPWBA1ine{9?7x5kq9~wO$E-fzk)Rwz{mu(Du6dKz?${bGGLT%Vuba9 zq2tR6bjAT+3<1~gI5kW@1A1{UtwPnTM;?KPUqVWA(8`BY2ak3^-N>eB-KRWQsJ35$xdNcxmhQj z3F<*;1`fzo7?-pWT{)03e! zQ8UCs?^?ICJCG(swHDgVJy5j|o`C>A#I_bO8>B}CuJ2O>yOx`> z1$ay!kQ%b&7qGQ`Rr^7$$4UdX!2rP-Oa{|?XtGz}(cU1A-#=&oIMw6kAxJwrt(Qzq z#;)K^QGN;nXhAgV`K0hU2cS^#P1P@V;%zwGHrG5b%UAtKxbAL`O9PJFfVu-}!r_F9 z;MWJx0niVz!l*g@3SitGzo^i9f%v#^g1BHi7cfv%9!Ot+V6k2sVP9L&wU-^lafEQJ z#B~ME!Jj{_t~ghhHXl6YcV#z-g2)f1wJ|3iy^9yn&DC;#IEKu8axE`87^9EiDW+F= z&i{7w(9!tKx$?&3XPO#O6U0@7R^)2-c~`V&*WlX+zqb2~3;lzh`?u%Vw-0Z3MjzhU z1W&%s%ia3~i6K8XQmnUgl6}TchYxW|_S@Wcd525Z9=WDr2lEag2Yc#X-bPQ19W`e9 zFMRd%3q(V=n$8hC-ooDEr&*oNcIQK#+_z3=yc!J^o+)1=Q{4>bU@1ENi!l|9z4)%5 z(+(s%zmq7&e<#9AkywbCMks&aJmM_hYu%Yr)Lao-DUF^o8e7=WE>qN2v(Kw<8eeyE zkhX#CH2joK-hppkGZM3I z2~*})8I-w4H9htwWroU0nhHyg@mO7qd0bS9^SAp9sN)f&OL8aF)&vG~vEhN^nM4k* zy9gpj7q9btV?$ic-5WH_J+ErI(VG*Bz64S8h|)(Qmwk>Q?P-?vOk-^Mk5S?RvBPLg zs;S2^Uq=#6u}#x$wQRX8Bhp&p$|hZgM9hFOpq1`KK~J@o2Q7600wa8MY{eqmeWoaM zDYL^=?vB?a;ktCa_mZYX+{owAG`fv2Aw`K2oW{~cqlpsXD!ff9C`mFeOG+b|^>fhu zL^I14r&S=NhCIN=00EZrT?J2=0Y@tY;0%D``u%$VU}Lio3sTjf#aE2{#>Sat3b`0D z>jK3vG2jdZ1ff4j7zD~QH^)2#XhH!9luXRRP(_#+xp;wMlvqLd@oIu#N1KgOq04hi zov~P`xUTzYj#M?4rjM)QR@hd5HHxrs4K9<1LNEG*XDhJ2;qh+lWR04bcOvKbs^t`; zVZ>tE(i47|i6sw-sS`yFLyBb0nzH=zop6YFGWCL8V-~+2qq)XZm0G8&QBk3s!Ft^` zLf@^4??}?4ERecXa|KnGGD=cU_r)suP=dxyF>`_kDx665tao$>)$L9ohpl^jCsiSK zPpo&O&FWW`Uc&qxvLDKC;NWM(O(pIOJ*xZh*Z!CO63ZvkKDjEp z7QdEieKLv87gp}NI|UVHmGeG9Zp!HoiB_cXdK#*k;{SG3bVbR;lobE?eXs8UkSCGU?5%?4b znKF4vp)cK~^>uaM&S|YGZ7P>BD{{8)(qE#vZytxz`=n~Xwv?bNZU^;rC?!PiL`aDpm4lBRiNYNaE?fT*qy=f8K0xnGW_tghyf5F+zub@`=D!J3}>; z>Xyk-;csJkJ^4)8M~Bn^iX2|9!a#faVb}v)c_ZeCLhtDAW{d_)dzoV9h`8eAa|4N^ zX_5-R=%w0PE=$w~4c6Po`{!u2$Yw(7{8=y3c)ohCWOXAZ5;e;CR(}z53Q_Ed5V&Rju8lB+2_JYZMCDZyEY4`3cGR-RdgDdpPR0spyeJx6oxLdS|1LY!-=x5`T zRM(hls!|%9*1^lEO3B?~^-rO$U#p4Kwkqq2tiFgaj_~OOj+TWhDXHagRd;-jP9okW zqUd-okiHXUSZH(3Rrlb70)Au?`sjv0pCln>Xl!}oGNMeWBE3F(w64@k9*zuMLG(In ziCnbuFrk#ACU}aA+*lJuO^fxD9*ei^IwF|RF}N>Aj=m!*x?3fz;Y+HEWJ2{tvJz;x zgiD*I(QKzEO4bhVo}r(=rMed^?7c_3Q4%uGD2wl{wT^b)( zFEo6xyiB;4S4uBZqHI-CpHSfh^Jm4Sa$O8BU?OvuK}`joBFmrk8k#Bia&g=v@|jZ2 z5tLHz#nsp!hm#Q$%cO@A*GX6NzMFnVp}}IW)Zdqb2|2yqxt!q^)!}nfI`TDT?DEk$ zqJt^hO6n)#o^yCOoPE&)D1KIgQ30Vs)Y}u>VkvgPEK)rB{6Zwq8BwI_|H$J?5C}8( zwI8YYtYDkLxg#I0kqDV0wJkQrc)-mHyZCHw!0?7jMwVMpF|E{8B>G#V*QfwAw<5@? zk;p_OR1YyvjW`g7`)ApfvC1#L%8ijoq0D@I540T=Is(74NHJHwMDe+cjriMDEd^k1-DU~*nqJrSpJVM3SJnk<>H}MPnwyA|zh{~HE z!SN&dHNhtzLM0Ce-stq`75n>9sCaWLzaOwmuNO9d7Q1Sek`@JhVZxcvzXAGR>+5MKfPh(alM$rIOoxQ;XS7@H@5F`HHOh{TE8c5 zJ+N$}ZU5BEH{Lb4#~D9tk?s zpeurP`-XLEb`y7xW32byo|EDyL2+$2oC{!lz3F4p0E1M%)ZZ1g1#5PXY!zhDd-$xV z6BWUK#VaMp2&KmKL2$t^A5!Rui+_xa>HF|LIHDNOFF?vGP)N(&xZ`%683$V$?|^1b zV>fJwFX;}RumKrY$Swor5CD3pdZ4j2Xsc?0>lgK?;9ofHU8hXvc%tGPlL4lxl%~p_ z=S0K}iSRy?vXthaCYqN6lu#bLFJv_W?1x@ufGpb?)8Fhq@42YF@C(vneuhp21yba~ z^azU^Qo{Ez+7G?|g2ROGnFbiYg~J8CzVnuE@rSk!=Wi=aE+uE*v)Yv1kLA|NxLyBG z26J!Gg(qpkJ~_=VE8~75+WF6K=+6{Uuia#uZ=oo7;LHl6Sm0!#mH<#(4-w!XQ!r^q z$VV0=D7**i$e z8$h4qz`-3VG*}eo7URsMQG5bv2W3sUnVr8vL>o>Un9I=*ty;T~C|ggK)GM#LD51=m z3}G;*kAGwyL}gCk=j!9=MUC-C6#{XfertHIAEr#zVVJbS&@2Q7`VYc@gJV#)sT^&i zFqL&i9m-F9V=cKGUJdZ<#VzTdbdpoo>x$gV?9KFnj07@2msR$kVM~39(tE#!+uxnh zcAKQPOuMeIJ}?$@8s%~1S) z?e6oa@*8&oS3|7dD=x(z@G~QoFT^?oyY%%!fzwnu2^&fLaos~E0!sjaj8uqeA%U-R z*b%cwSm|Um6@op>P%R$|zvgnI!I^=h(w25KPW9~;Q%^L5n18F;YLwp@aJ`PBZ}xTV z?Ub7tgac?zResK9P`M@xnkjTF|}Cv~QApI>)|d z)RbyXjL~d6(}>XwU&E?7J+46`^2=j&CM=ZLhoz4a9yO{tim2AA02Jhgl&(R>!u+KS ztMf9eE3;!Y01IRszC3O6yx%D%TjK8i$ev(umA*L7^5HRSN+zd%f21hV-cR5y@MU##r_QNvfWiDbDp&+sgB(0!bZ?{4|$?3%XMY_hI^AO;|-rl|=1a)1QZ zxQGIt$)W*hn^%AwJs8N9EXp1%Bxo&|%*BSPTcNAtYCwgz5FoZY9n8mMZoML7brit9 zOJMg zb`Hp4OOrLrJc1TYLWsUT6{D?%(_y~>cljZMm4ui( zw@U4{GC#hXSl3I{gh?PcGwMqpbQux`kP<_!#u?;LV_Uv~Q zB^K`#@_CV9`G;17G}X?g$SSv>dx_7vi$kUqnvJKe1DS<#qP&xz?$<<3rVK4knpO`8 zelQuRUr(!hFVbnZyk2~cT-cmRsE<;1fLjk7+neHD*`3;JFhxJ$*Sfm~!pq}tfIu~T zXIunu9a1l|vh)L{g4O{Y$u-dynp&23(z4ZuOy&Y?R+OO|Hlq5~u?uf2)!)YS^SWfk zvkRxbdGCsOPJCoh+HpMMB18($Do#jkoCeMk!VX2g04s;%Or#-eIX!`6W{3`#Wu402 z8`z9R`O&hnq-M^SRmjZZk88_6k_C-=o)={B3FupaSC`J*Q@ih%6U5`Ps%d1!#L3u5 zL4xmNEWJ@IZ5Z9l>)Or+eMP7DsreuH^~&I&wE70AUz=3jNK)P0*Cb6?I*A}hqql6e7}uX5 z8q|_g(@!#876T@isT9PFX<_{zMTimRiCQ>hT-L`n>I%qR#=G!%7p;^tF{D08TbEQb zpjlQt?;y%|Vl5>%zxRJ@yR&Yr$$UJTv!BFUul1N&ZoFBfZBKqw@m1(D-t!U^qCX~E zi@F}pX&T9Jv*B&J$`jA-_Ci*;XpO`#^z!Hw!P$D3Uh4@n3Oh&e>7SrENQ3hTLanrq<|m zr>D@i3W^)q@wwOpad8q9u;Fq;Bwku;j(;cy;b0I>OEnjmRt`305wOteN3IZ+R~5PT zn&)klQiIdJs6^MUTrwGyqBhfJ9E;eqN@s=?;>YUMl-PG$NCl>p+`G^#0zZ@R7FFb$^>P#pRPFQKb z2^N2l%xP4!h#(iXXjvqSf+6tSyzt?Q2GSq#R76cIIIdMAAtt5pmI?3^Q4?a!QH?}> zNLr;~(+gw6LZY67nH#D6C`~c9Pc(crgOg6YijKygFmjln9&;}x{b>E%yG|LvJ#Mof zC%kvh*($#vZma&p$EM}~Xy0=fW2SR+=`9n~aZ_DIdHZrdwn}+fYoUE&o~Bng{+;=~ zwb{dQX*LZ8Qo~r;mS;&C2{aidcG#F{gP`buSkO=-+-o8?G#YP&8Bk<73($5Mz$r?f*;dJ|v*wK$xUu15h?k)(2Y_x{pO~Lm` zvI9EwQ_M?^uVD}QHT~t&CB0L|Ggq;G^FdM;$E7oFG;Gm92#rSJ_2dL#oTV7VqgJr^ zkcm;tpy$jW8XY;Ap*RA{_=Zabn*OfnL`A1jU>s?&I4P}3)%T~w%H2I?W{k8p8a1_F zY|w&VLmbzwy62l)v7jD#w?EA?-HA@jvHcR|i;&vs83$wNmgh7If<U(hEslHs0=X*S1VBqh8q?X4JMA7uTZ9Xx*0DYe}eJr9z5v58t}Sk z58CBFs#%`oU%2I(s};OCFe*tio6pH0LfF>;F0I-vhx;TAgFPdgP3Zj7_O7z+S{K1Fe58 z*D%_C&;EGM@1>VK<5hhz&gz84+9l?DlqA2GO#3~91NnfriPwIe_LBV4^8xZ<&2iAF zA(Q2f4q6(;cF1F%ErYs^L&yT&KW5A72>(U0B6JK*+fefw{M~pgr z+@e1%L?YahO^+9F;Y01LzafyyHcjGG%)-gjGxw9DqhtiwUsdtO$hB}MaSG$ysn_$;_7R?{rJsr7WOY>71Q@9OkJCGV6>13R71!}9d&aiWOD#B z3X~_52zG2&v^tHOwurE7fHpERGzutNja6~K8d}w1w6>L~u;yOM6h>6a?w!bBnet+& z8^%U50oH50tKs0d=jENpH8c0*&38JjH3=AYooj*@vYGggjiitfpoc6Sv*}!V(sN!x z$-)uEtZ*QMyAZ;H6+fLq`$IFAF-9u|VlBDb&Nl^*)23F~lrzdE?!IOjVK0X$)im0+ z+?zg0Oc`POgTz{>EC=t!0Tdyee2~boxvI%>jIRWbX^Xc4<31G746+EI#2`<#d>pZ1 zAj3)k&v&(!1>@jm)XIo=lw?{UF?MB&kr)aXIg}OiX3CZy+8OcSz+x{0YaG!?i`r2E zb!M6!;n+!xSkH>GR&mjw%_-iVB;SFgvXUh4ax8X?p`IslbaP?a&ygB(=e~$wo^53I zD$7!o6BC_I=o>YUvC%LN#R#lu+d;`ewjo@QH7#l|8v^#QioeQIDeC(aGi6ts0{&Iuv|5 zQf$vkkZ3A{a?AwG*1b@YakONdEM(LEag_~fA}%ba)nU_3UaCL#y4lBE$D7sU90hjN z&{JcZzlHL@iuk@*W=1ahLT4wr3~lKf`g3 zC%(zP3cf1(;yeu==*^SQ27-r#>7n-5avAhmG0&hQCxmZt7#p3{IpuyIZCgQs)= z=f~dvBjIE*SKBwDe`)l|Q_XgY!+xQirM=|yq@)x3;&Zuh)PyS2Z!SJPdn;&ko0Ily zlq^ECbaBN4=i}EekU;?@;bT=LHY%b6WO{4a&F)@%Eqo`w5 zFs@?9OdDih&wny>0-uyS9}`vsEW2>ceNfEsZnF=MN2d8lhIj3kmxoU7@cn$>R`Ob7 zRr#)TTq46&M2+byF-l2u#?n4Z^{7W<4t#?-Npo;GUG zRH`ZxgX#AO)Js3oU%HSp=dctVq1`Rva4q+At-^}i$>nO>`7f<0EimrvbloUqKj zzrTSKg~kkT7Q;4&(EjCPZdI87#LpfKNGSvxH-k=~HLk`{Pc0B#{UQEH$y<*u&<1OhKY$3_D`ty!eah{FKP!PNFpG3bkBPFSmP3&uI@7-76E zIIV2<>0A7$xUWhAd3%#>+n^v%FiXM$RsQ_2_l^EJQ1>zZPhdJ9D^Z)EOtSqOz;H=) zh-FYD2tX3RzQb}f$o9;E`ciEogCIiPSNh|C=}>NFfv!_*-hd`UaftNz`;UMggLP1B zvV*?1`=7(yJ8|>Ax5tp{$pEiJ`lSWZ5F95^1Z9CzE8D|N^=3@`|X5s zbo4c;%q2#02Q1Cj$2|S+XD{g8vg=8DAE8{Xqa#N4q!20T)$J~Pg_yjs6g7XXWLEQ3 z$Ub}{i1=Xg>U-SL?x&=6lBjcIrrizaen{Z$*U~ozTUP3s@ICse(5-*as(8z&e_ywm zP}WSxXLASgW#;J{ooOQ{qg#5+>|y{x{g$3%V6!|yjPnQC7idP#_`^&P%Cng-XeF35 zIyp1QF%1IW!pL@Ph>M8D3I_9G#c9kWl$%<#oN75CGn{JqAg!HhnIQW)Q>#F^Te(jS z&0MoshK*E-aV`uzQ_`gHGNpEDf=@3@E9i%h6hf`KgyDssqL--6DfGfKzc?*r-7h6% z@VyNC&5vjJMV{@ww(Ne(c|wr8jBaUbi!z11lS_Y;*u7~R6h*(awPrszJL;9*k4ZD> z{hH!7`qE#}ihWi29>HDZJ({UQP9Lqt*VQVsFb~HD;RB`nCES|2k-&%zZ^s~@#bum_ zi|`TGF%>@7RiVov*h%W>gVb=bOQoc^JlD`{9V?#pEaQ5M^TE&t-xed9%O&P_fpmG# z0uL8SMiCu_@G>pQgH)>s9{1h^K`CKdbN4xyNo9B3Pd7as?F4$QK5Lf`Dpo7pU&^w% zY}YX!wK<(skH#f0EgvH35eeS5``tGnRJ77Ng!LhL4cauIAljq%I5GlApv}}dw(Ayu zsISN`Teh#++}5+&@Oo$3nqnDD*c3f3_2HXyX4h7#N%tXF&CRh&F^OwJxa;2KQ@M0W z!^4)ZaGhS!FDKWO+Ay3tezkkL9RIOUB2RM8KAF|nmM!(tyu)liYwv-~YatBl)x>L( z>C#UvB`p({MP{B#Y{lap$Uz7mC6*A$T4(87(GQhNj2+F6JCiD@#37U^YpIbClFbrT zWN3}uR7kp*d4Hz@(?!k94Pg2wCoFQj28IM8lsFvkwA|fcZ-&gI!+^=YBu5{2EbJ1IL4&{SdovsjVuK=o zLy!jWOy`HCW0W{I^OsT92zHpg$ma0H?Zcub=+Im7h1It5VPn7lZC(n0JvNw*w^Kji;K_*P^HR+Jt|6k^;#MVL0~(szoxxvzdI!$Nd`Q#@Sfx zAOb6(ffBQ%fy%{GO|wX${<&hZak+73Fiq#9dX{zQ&)lDdKcgaXbhfw-^S3#SoJ?EY zN*#ts9h^Vg7s=Q|QB;piK@yC4Z z7pq%7*!Dz}_0pyp5Uy{Cm!+#(vyev=KQS{V#AW0PfECAOsb@L1KpL>QHruJQNvyAv zoDgOUkvB7zW{Vje+PA5k8mhEmG2QuL!&7a>l7KqYZ7ie^)RlnxB$oAPol>kK9Ea73 zM!sl0a^sF~(i`CUAh=-2m=FN%t`6U?Y{~sLdjJY{`%&}u zVSCUR2Xnp2>p9-Yb9?l$Fn)%^<7r&8R8UZJX`=kNHDqkX>%#Q`=5i=LXl~u=<)raA z1(0-pnsA;h+qohyq8OU9-r-*XTNvf=GyM=EP-v8+O{)g ztNH!5wEQ;*l6Z^)~;U&2W>209~4aoSbVqc(&G#b>3v#{dG2ot^-8nWa@Gt zSjOyLakZF~1^#{ev|@5>a|lM=4#aEN7No9jBGPcY#iGVnClFGL(tJRiWmQF+ z71rLy*}b*s;+RM_Y;1qp*(S`+>A0tn*jcaFN;i+JU+2BvVeK4(p@+OUU+5bBEY;*e z_L8{m%?>&p%n8b+K{`48t8}lC<)NIE3R#@V1n2 zXWox#BMv(QIcy}j3v+BZGvOvd8A5G%b9f%{k0nK{WDpjR9E4~vpLM`FG>-}cM)sWd zhoWU;M1RCQxc-VZ8M~wZ(TOA9K_5H7zvKSLpWa_0RTBj#t-L8-5ja$AZ&n6oL>}f5 z!5lJ8Ym<5tPG=^g;T9_DWD$eNSeHHPl?lIw_bS2-eJ2`L^?Sk$szB9^Bu^q3%(lFe(wi?jooVpk{>5c{{4c~uQBVpJH3i{J@J5$M1n+d zd4Md)Gnqd*@Lma!1HU;6po7{x0U)T=wE@3dM}C&8F2EjcQvlr*#-JA*{Z0vxF(2PZ^)udW#>EQ!;+Vb6X|OJE z^x6YZhS6xE44_627r`@wWT5s(3R~H~HQ2D{cu5%Zo1gO|-(KVsKiCcCI`Pb%vjn#m z^xmZ>He7|cg}E)%DaSmN@hRQp$nFVFKde9aQ6+&K0jK3X7dSt%8xify#@k{oG+`TA zb{adGkiMe!r4I6uDGj_JKcRTl!+EdT9lhfIumdl)xhkTW>mjBKAwE|M*J#g^mc%k4 z*rWnAQ-))k1xH590atz~*(5RkqS7mt)VKn>I~tfV53pCiT6+!A9dE8l_;L1Zh5$=> z=>5rLW_c}K9qV!TSyx_h#lFLKvwE0rL|?h}VCu1HmwWFb0oQ5@z*)_u=zc;k_b0@#2l=Cj$Q2m$dn}DKNz9y@^AoBVyI(>XbUON4JhYj@CJy$ErIYVM_46f&Bc|F_(4|a`<@jDK7Y6<0^EtQ) zCU8malDlb63E$DdjvUMs8Yh{s$GA3&js_v4#5Ek>R9)~j!uFc`rGYJFxm39S5x$>X zb;?@>o2|s~6Si4V9wq!#@s=a&)r#*F!To_usB`u&`{!hzZe-gmEjam?R`7G(=}d9U z!-JMJmZZBSeQW|PM*G)#*JwAF{DjdAj;aIT_~snurNenK&RA*QIRU5BRd2ItDRhtC3{73WnP!r$!UN5e&bb)!nCl5~- z?sE5RZRyAA-;?AlHM;N9?>0PNUv|l5BJEoX*t{==D==eDq61vz>2>$gIJ{Ol7&8-> zpO&@ztQY8YEa|&$)8k)-AB#(LJ!O;fMdeRu=2J$%xX~gkA=-7#nJ!pPT|QvJqsAP{ z@Ek+aTgfDP2>#D9h@iB3 z^sm7^ms&!KmC1+KJf=o7b$YSV*BWKRj$XKV;x+iEUWI=&b40xM(1@Mz(wR#llVc!` ziP_;ImMi_mvB88+=kmEmWs8(br)2mU)yt=un&`R)dRFkt8kDMX_`Pf64b-EEM(Z{r z+5E-4GHDZUsA5c=RGFY@Ia+_i`3C{PDZ9=PPnF^bJNIr=9b*3weyQ(HGRK%+!66 z5>!j_Z1?SrOpm4T_RN-%aOvp97k24%?V=&pqMx9FDP4%>&_$RF>v3 zHr&I!RPW6-+co7frzc}vw<*be3)NbO!{xahKcgOSAydzD&8g&7bJVE0YV0Z2EGTae z*r40GZ-b-HSJq-SI0m3rsGb3{C^#-EwR+p-R;$#yMFvAMCDO8>GgQ0H=I@Smz%CvW|L(Rt*%;|^@T^5y*ldSNk9T&{e5H+LGfZxGm>;YXrpn*6oMIW zYmDI@Ng+BW{E6Xq;N~IX&3jmYT<{V&zX%|BOnYMCJeK^u;aVi~w9PcE3Fje9;N^rv z^1d|#a0xxBjc&xP<( zWinFuy-}Z!8V-U($gmPpNn;&%IF;_S8a`Wr0qJd}EgVQ>4)hmM2lG z1R^MTHi|J@^oY^?B@d&fWwW#~^A8=2bubwY(7qQto!ucVcC~iLD4ft%$6TDbRSQ?* zy`d{Rp1q;&mJ3$)Gq)WwcDLf3>G1Wk*{Lwh`%>kAMn8>QW?m^f8@C;7b~;OU@!?j- z;Nve|YZmUrr$Y^PHm*C6c04DqDTi0uYukljpCBC}O(8WQrzTlcTCy-(>WbDB5!xBY zqRr5k>T2%1aWGTtom}c>(cfG$3arC#Xe^uJa$Iw~QB0 zY{=#i?U1O$B{F3FDmR9b9!&fdnv*mTG6vDbLnE}^wM8=2+NDJ#w2`ZFVT%JVf(y4) zxCY^r3k)xN(Xax6f7)>Dd^%R)XwF6A=PwoR6| z+;XQFld0^zvr<>GbMvVshDOmb-`bS0`hx(63=J5wd5X9xJMT;;!nRD$*OmO=;y&NmH_I%{_G-IWs z@5>TxPGmgDNC-_i0ZOQys5b&raSj`!%1Qzr0RdWnfQ#Iy`+~#|$H# zY2RH4`P|&SB>sRp>_G1$N8No_uB?XnHF;iPlt79Mg4f}jU~DC)E+YJ8>Qq6bc+9Z3 zW5g;CD*4W?<|V2Ir|vq1eUG&RjM`)zyU`$xXTmBEY{jm)aoz1XM4BeU@EZ{$e*S@y zA1EkrKqWWv9H#RFV;-b12h0%-+?LI10Qna|Mq-7iIP{k5(~r{CQ-V{2!qjRc9G1CR zs6`O(r;Wpsa56j)r9QS?BGaK$Y@FeTjaJA3z#}qwk?SN=)cS`4L@ujkbK(qHeSZKB z-mzw`$BLQmexN(YcI$+MA(W$9lL*Aixol1i*{rNKm zK?N;0&DW9oWuc=m(QsHYabjLvT*w)yEiV_%FGF__2M`G{GIWUJBZ^;L9~NB#PjRp> z`X!I>v_l4R2u_mDrx3Nc;Uy=B9};VLA35~p3$tso%~v2zah7UEQAD1>?#ju8*lAD_}MwuatL zT5uFTTdur;SIT-Q|7()!4_Eeo5K{a*p7G#0ae-b16mwe_Q zhe+xFi}}pIbC&O~;IGuHhm6|7q)Hde^x#FtPr2eY`8< z-yepVmEoU4_y3O4o8z}e0{>O=@x3L$@43f!rFTpa1DxpHLj=u=s3??e9*R&t4++NA zG{Xx(3J%p0ilPwq)i-!8lm#|yvN5{Gv7>U7x&ZHv?{sNl)1xH1o*|Zf1+-hJ2L6gv zz0K9V&z+kE^{Sq#Cgn%3LYke4<9O@cKa}2NsypaS<4?6Pm2A8lI`v*-9gl3X-3Gzy8{h5isrPZSU)oDvrtxde43@7Qpk^PqD~Z&p$qcc!!l& z|Ld0j+u8YlCOrGcHv8|xvwyZw_Lv z|1R!^t9loAtBLwYpKNvca0a(2`eizOw|v0(gNs z1qzryXFP+`kjYS`Pcxu>WT&DVPGU2Y8e~E84`RLco^iUaOSrIr`nA`f4^%)sys0-M z6i=3#f%GTMgN9X500)pU0HDDf7(l9nU^HM1HK47H7){NpK`Vl^b0tFt`MMsj=&{4t zr~K|^0;r(+74LbyE)1XH8M8f7Jt8v&&WJbe^AMAsfH|oA&w0{E{ZTQNCcYDLhJIC4 z3RQ|#iZ5~#~+`3BoI;W&B3mZv8j zdH^AM0Iv#IvI26dq$pudM2`&>DE#|a2^pyjD%j-l%?+>kL-I5G^|emvtNmge4thXF zDU?mVz(Y25Y`Bqx{PlT1yJ4gd0M z48XuJ`y?wdQyHOuQiR|mP>u8vjHJI_Bqz9zfo`TGWM(=J#xk4_=w#OdlH3QX0Vb;e zIZ=y-ZP>a!KlTyS8Qp^fWG@%#(g1E(5LqSwiY8dJ7WWt(n-ja`d~XomF#|r*0J<_* zI}aiK6?p2R0V8ct7N`k~%*E#@Rj2srAM|+|%1{Gd7Dg4w0)!+s{1~NVLgUY<0KnCO zjGl&)-c-{7!<7jVvk0uc?5H=wcZe(8eC6#H+C+OW<&;W#;Oyyz(?Edzi0IEJnG@W8 zcw_K+e)P%;Rt^BW3WAg{6=*nhDEo$)^R$IARWc3#hkLvOW**`vU~^ivHf4+TzHD{{ ze&rQ@1=WFJW(A~uGn=4L8v@4==OpyZuoj6XX#N)iZXmt~41jqCvZj|7`UK14=}B{o z;Fs+^@-vuS070)~3%DB)$vQmp7qJl=4Y{vqbtrr-IF}&--RIL$$~J-nVR#z}hSC7h z>3h85(`gX-9&C$F(EP>WSBSQ;VFO~DfYVykON={f8G=gwE0Ki>8N(;g9FLuBHo6~6b%>J9Z@q#kELEd`OCyHCWui$Kb zSR7DOg5;Um+YqdeAax(89G$kksbCC1Fy#b6bT<3KH~XO#!WaGJhl2cR2wM^l_zHuA zmbm@JA&?*#EEh<3>9*8+zf?yCe5vk+5NoFc>!@D7qCJ3qdC)wtp0eln+vTZxxK4mu z93}wQd5l%Kr!a7S$>ZPTTJvjq^Wmqwei{OQ1R^YA<_zoP?Bq~QCHbm7qzIKhU*){2 zJaiW+Jcx(2@^#$W>}irv`}xsoK5#Sb&-!gX`YYh~aU+;-URT^3os%q5_u4GN(nq@t z${Ey>ug)zC-wt?v)`%@**yK9n=lkigbCJCB6hpu{$(23$Yi6=wR#C|hjXPWL2A)5#Y zFA-VrJst#30FCDE$YjiYd4z+?b6--jRmH|w|I4UF1;^(FCsr*KCG{| zWgRZXbgn!#p*EaVbv9qY6jK2nP~IS`eFr?icnoTnSn@*?i|qFR2Gq zZjzkrQ7eA7n(m;}T+>O%h-4o1Z=4jqlqy)~d5_tPsmWc`GGmKYWJ>$bQRtH9p0@C= z7Kz2z^XOzh4+Yc`O|ki9ld?eOB=|N$NXU!kh{RH5j)?`nC#9uG$V=*UqSE}J%D8lH zAKb{s`pU$wBiPFl@_j%iNj-$DSs5L#$x(;1^WyOVQ(thTqUz}E%(gmlgo}~AB!|Yr zuKN?q{;v4uY_X6jkNf%AqQ2q!dPW?iw5CqtYnGgkB~r}dgG@L2fgy)JO;78FSYp}!Fqe8sjlPGK{+6UR*+VnMesH+ zQi5HgkqMUqk%vcAL71jV9^O2wAn!ui!?_@zBuK>Nx#{gYIn&%3~%EaH>Y~?gTQ@KF?nV~qH zMw1d;4Ju%jFEH6rg~YeOLTFM^SA&dk31s(-lcc+dkhg zCukeZlgz+UwQz#Id7YXiERh^0O+zz_pHjInCy08oOFCAR2sz#G6^!(3j)~UF;&IQ7}h=+W@XyX8Qnlfo3v96yq;%(J!uD zg_emzI&AHybVt}8v?$32tJ!6(oI0Q~7kjl;9nw8bksd1KumJ7#?D8T|K|OaK#0?MUjIsQphI~(Wpasa`hEicO zHEKqiCg987CA!9)Xr+cg?2wjVn-sOw>TER^85k~SDtSfJk}+ELl7ZQtw9#QHC^dTS zu^dBTFNx$JIBVqH1V{v_5qa>49db9KUi0syzO%}b{qiZhzF3!W{a9F2H%ep;yZj~1 zQUeY7!F3Q5KOAqtBcy%SS8boPo05+wCoR~$Ghu?g=>;+7&H_NuwF6`I%@c_hsWQL$ zgMO5~DT$$=W8nCRZKng*uOGAFYz`?c6iT<-5z5b=b=wp~(XE#8kF!hM*2bla1_ywq z>4PQ~BIRN{?pl!EAR*mUsJWx*8bMEp+Map8A-{5Q1O3#3)`l?i2W^iR0ajqyxqJpZ zL$`KR{}?gzd2eJkOZF;X;Vew&gCb3jLt#;X)Cce04v!30y(7BZ!qKrTc28wS4HZAENW;8#ZQtiB^g=16bXj~S8c zkEiwRt~cCWf;@ulhn1v9{+U)gh-)cly*pj&z7Tg9x~O-GHkjdjN>9cY+q>V#dJJ%g z4*&&EPhQdhwHgJgz!`IkNMbCp5dTSHj-D&l!0Fw`=Nq4ES?YFIoD<@>>Eou$Ub0!W z>ml;%Vx5I=aR|PiqqWjYgUA3W>8oJabQ*h$_)0a6`6|zR?QAOARpU7k5tOKSaElbDB|7=#niIYpnR?v0JV z!UWS4i&Zf?;k=QAQMzK$r(}J0h6Wq&5RM%i&$L6)P6Wh;B~dPI90^H>rYttR(i&55 zgQ>13_H8ZG@`u{$0K+btlLjUqv)6!oR=d6SXEo{3pOdG4{bs0S1u09mdw&{F-*2T^ zXui1gw7d?)i?iEu9|l=7qtWYrc{f9FIZv^_wd(f%DZ1b6W*1qxUEgIfIK&z=D&PGQ z>O36)JLZlGIRcSCMBT*F%R#g#kp(Ff!jefVfK?V=%7m@h&u|Rr-ZrC}dK{f2*S1p7 zCb4tI7=^bQG&WX@vvnNo4FEU1jpC1TMKp4m4I9GxMf_6qBmYD9W_6r>Lwu`uAsu2$ z#||iXwbn_Qs}p}NUyOn&1J5-IY=UN=!3xOQG*oI@Vo`ixL3z%wmOTnxO!W{M-G)YN zC58rR*~-PmrSGI*r9fmYUPyLuOjwnAV9`@Ft7Fy1C28L~gpG>#<=)Ir`yiK=&+X%# z{4%F@ivDNPWkAeSO4w`HklXao&dmOj9`0(Rhu@a_-c@^{(xDF&C=2OZA9w~LYR8F~ zSVb*}IcDNCQ?ce(wMcZBGF5VMkxtk4REfey%hZEv&@%al0Kp8jPWZ^G7D1k`y~7!+ z)~yvQxhf*fng=!tloz4@4Mi*?v&NfQqc9R zw&1Q8`q|?}z7u&G_+F%SZ`>b%oDp1c14Bxuq-!ByW74WCqsj(p!fE1_CM`@FA`6eY zb{jfsq=gtkGep$ffTOfUZ6rS|iw|P(iC*}JdS`PH_^_?vZ(d`6K}l)xz=$Utno=yg zlamOb83~gjnjUX)E;B{&UoBo@lzh!LbpJ?I{n!AGy_AdFm!*$gk0+?t*h8@&rWH1(j-q_i$*Sz zLX}ZSS9FxA*G*n{kG>snIN@9?CUTNINs4wBIH!&(f%|PK# ztD>?Ba??nG8O9pW6pfLEj}s+`4-?{@hVgH^VNtCkW@ITS7mdp!T5@?^Z#yURQfzTK zMcgUYT>|MNOk51yxX~(8hiq0=kZjKJY*|Up*p{Lt88YQ)FzNwhTr0k*`WlIrKN$vy zh7DX?Sf6}u9A0(gF;lN6!R;}=y0RfW%ft&8+iyG(yCtlTD0rKq*Mj!D@9QyGE!8J& zdEJehqsn5ePwNrn$Sa2yO?TfJG&};Xzib6pJmBLuTYB8F&(as^iEig8VP8ZSvu%c#2Cb@c34gk0EhRhApL18h3RbMC;eI(i z5Au}lD@t2zlM>-AI(tHkmRk)X2GwI_PZ0`d{y1RfZpqt%e`692M{am-Rv6#rtioum1p5eYFzN z{9D#bSe{o$FIbh7PQ-`41)kq=$9yzYt)#NsXB1BNd821AHiFVF@0XOz?Pc1E zv}Kwd^o_++qG+r@{g_UZaFU?lGP12%ECUN?0UClx)}0|M8sT^$E1KcELa=CtHHa{% z`uC9{I5LnsN*($kv&z~0%8;43l z28}EBSNpI0Z?D^Z6{_^h9r0mVa_`=E1ImwgXQxNZGNacXFa${3=Bt>cjks&iNw%Sx zEoBxDJS3*P+h~(8sr3f^bH8$=FEbv^LnM&E?tiKfak5)~m1|DYhrllnxyEvKteXPj z8o8Mf>$7wL7p)M4kW}r%LxsvZ5bTEF=D~c(9}i+gc<`!OCK>LDM5E5k+-rY)4V%-y zuG#O~Np&+eQ1{hNm^Evt;d}02Na&xAx-*|&8}R zN{Hu0#hA#M{R^ovC8;IBJTa&B)EUp;^-J%<1bN*v9|su?D5J8{&CSRe-IrD^D(y#{ z&IMR8$6R*`HytMQqp9gQ+~T<<@>FK`+6FRQq~vE8(Yd30vP;GQxU#Pff{G@DNuNBQ(as!z` znNVLO0=R?yS4V0n0h+W{q&a10 zOA<^vFLN^IHZb+Uiwn`2!F3%PKJI2o98GfI1!M}hfvBx9u$@hf;|VL1 zQ|i_e?*tj4KE?I<=B9V%E~~c}_2-Qb=&!D?eB2eyuNSlrBoAp9W*0{n=L4FrmjZ8-(3wvDt{#7H6KKIjZ3JsVT-b2z~Fn9*n{z zu{((J9+R|c9&3^o&qGUd<$wDX+CDyXcte)7O%kVv7oSn3LQ_~ zGY>|ArXMyJ1`L}^+p`6nt>T{pwxa3(3|30t0|T~F;;hW-u&q72ut4he6X*%X3Yqnq z!LM^HxsLW{IWdS&c5OHTzH!&*58f+g#jHTAEH05$grKp@Z}}nS;>P<@5^wP<_uJ=Y zc~STSB&ySriQ2gsw2L#_ZQa%~7SH*mrG+}jZ1)xe%JP{AIu^RB@s-|KZujSyW7dOd zw$6^@s`u?~%?}>J4F~~W!8}li;NS?=qS=))-b_Zm^~yQMu(GiD3M zQgt>rX%f%UXnAgK1HAX_mG;$7dIR9@MvvR9*hztiK4RmRsjkjwXfUKCQ^6v?mRazc zh?XKE8CssJ?Q5_;lq-JS=VNUuXRH)U!xoIe2rb}RTqzjRfVTYQZG~+ap`7RLgHP2E z&9|R=d1;%;?R>oMYuWcb4@ig`AUa1b2(lhbM#cK2EQw;qTs^VSSu<_w2g!kW62GvO_HnfyF3n}rrLd5bcYM7i!DoQbZEJZ$y2o)6N^yVY(gp8v#EDr^|=L;b~Uo>roF|-QM7=v)py%NC#N+ z20GVEHST^~HP_94fQ>^%lAZ!H5!z|6R(9rZ?PoL z{R+JK98Tkh4G+XU&yf9)W6aXhUy+#LrH+i<#axj#8e1*C0}`jkqP^Ac)S7`_4jB|IukCumE9gyh)_ICNBx-q zFnFFb%rQ=WZ@uGp+xw>rj6A&o`R?cOs4RlbcAK-HI2$si!aR|WKwB1Mu-V&L{=06k z7q{*=mAtRdVs?ddWjHC#dzJ0xvq6#bKGlLi*t0%jt32ECRo$%hq^1pZifviyflPf(!!)Jtk&7mVj05 zX$C3C_c(IlJiByYpE|;(7ToK#UdxU+&eFn;-9e4qO3B^z(NWn8-rTCFq+AKl?_N8k zgs8()3DaLq7_d)6Bx#Z?WSvd{*{Y#8hsR8kVf|>R^SIzlloWN}CgX$RgD@Ox_#wQU z7?OjkIFF|Vh2i1RKq6knw!2$duo$1#(sSZGuC+oc^l&6^RzEJhj-tKtI*VMSr56M5 z+u3zLwz!A4q`hRi9iB4}12e;#eq=EscedwlbWFM^J!f+YF|axv#Eb`VyZ%_Wr0l$Y zsq2s|;?-Ez)g$i~Za2gTpLK>;&lee))1blb)Rk3avtp_$3@Q}+Ax2wmdjTKnTfi6Bpl_Pb*u~uq&|g%oH#A73;Ae(9`N(yRh&;q7Qjk}NQVL&CBZ}` zl{65KiiJwaTjz)ewe-mP)CS(p+M*Z4&C((nG>Kigyn_n|jg4C&C>Mkd7YN?Hpx+I? zy{vzQFe9&aT+bq5@heHNDF<5P>@h(Db?jP?YQcf?fg1M=jaW*<5t7w=lta+_yDuEF zPozR(on{z#KQ=5?U=a8!wVA|)ACGaD7ov`j`e0P0$Tk1@jmrCPfv&ZN!gWnSWrPkv zY;b%MVy%($DlNJXS8Bi;|4{PH?!Vv3XZf67{r?tt>kmHQU*N63&HDX!jN#wltv^!q ze;~Z|hll>37!ct<74?6;`$T*=37I(lLV^gH{y>cWq00Z{sQ%T*|L@xU|F1Bo{{`H{ z{I@D{{O`d{|H-}o$vge?T>tNo5GD@Jf1!#LM{Pgd`<<`Uhv~S)S+plWL}Uu2@H)zw z2!sy;v}i_HM?KqW(MnYJ`dW5x=w6{|vWu7(0p0DAO~(bxVw~9}?MaaAxD5u1uu{?= z0uAG}_0gZZ(A5vuGX5U8!S(ms$v3+~U&&c??&saNlPj1v_1|o?evEE*v+8yb*%z!S z1cdPJ|CBb;3Qfk}zc8Xh@1nfv;s8~tChax2(oJdkYLzJu%EN6D(!(r{Ka&?d( z|L>j3-$0zdx2ymE-1>h`oAIx1{Xf6!zqfYIzfGm_4?Kv8neBgt2XU~nu>JjHxbX7w zRvx^6;$(ij+8v*#&8hDwrT5!WcOs zybuW7C76IC2-np!r&>kP)V21bNr7OoNnKN~QOMP=yR|)FXZhjv!moS!D2;ivli6%4 zo73qqJA?Ug3k(#%>81I4a^DuQ}>#E+v5a0;Q>0BKQiGRPI{mD z0Jh`+jpmx)bJTX>yhb1lJV1oFEiCAEVKOs7J(7SLUC+VD5S+%3bOgi^kYCn14TMX@ z+tzvr{#5`5&)GsSMx_J;6hJJ9e}|}=tM==Jg#lYn3kJYDM~x?{EQ zV6=!eKwpvsfPjKgI6zGMfM)uQAb3Oyfg3CTgQ)1EIDi#DA0u4(omZDy zSKjvz%(WiYcma-HbAR_sn=58{o7(7CaBt1V!$k`n`TEzZYU;JS&beldk6JdIa4H>W zie{KAP<;OnD1t!TyYffQJGGkll|~*$a}J^KSo@rE+#~&i;7}?7L{W$jS3|bY;Oi%4 z>Yal955UgQjgAbn!oat$_dq)`7Qop(y#@dZU?dKPK*$gUP?CI5DFc@1kO;)kPksBT z{+9uL#)kgI8li^BSmUohInQZau%bht6yTB!pci^!!+X73fK%_4$ob#5zfEsFogY7w zyz2P_oL0;^OoQZmvQBt};3-acfJk_fr<5py9-MQ7h|`m&ZsWoF=RM$HA^a(8Fb{iy z)xjB${ReA6s{_HqdsPs_4AWup5QC`o87IOts8o1lNrWh){Sz2~#eP#DT+?7&^U$FX z!rvMIX@l8V!XQNoz7cT1T7O(olJ^?6prTi>QX2p@1VGwQnZSyqBS`1tsrE3XSRy%> zI&l*~FU}_SNKgPF(FKy#fYOCf>jQ-=fJy6PHB>A+@x}r=HE*w4QvxBG=e{nKRz)e> zXoKAvfchnW@K)}%_kd9^oO$%bfRWQcNYve%_OLR(@;79C0Da|yf!GmUf#BZdJq~!? zVO)W3?%`?ya_vL;o&2VVx{HV#FbuQCP@ z$Jv$S05};yI}6~vqqpxc9fy$b&>atf{i3yG#1Q@k_68N((_aJ6=Wp~28#e$NvTrKj z?H9rmwsqj}j^hgGbl=aK7=zKY8CkYol>^>2Fr^*U6{tzTudcNNqHLH+dlKi;@22Vi zXTVa_LSDanD6NRl_e;E8lZ}6+b2v_`|iSSYdw!eUfNt%`rE$ttWxQ|4lOQr%pphmUkNI z_8{KX&U!cg5%-;vcWZUe^2^s(=^T2+*5=0M&a{Uw2;;N5UKT4i)<5e9>bf02%6=;^ zmp4!!$eENBQZzVS<#>%wb&l!Qy*O;NimwWP+mv=i8NWPfcRT0n%3?m>K)M^{c5Y%g zue&5R`l;j69$t6$tGd~>Y-3QzQ1|KG#-r=C>F0Bk-T3XIO~2RS!qeqe=8>1xSwz)0 zc8{kX)g)T$6VXl{7+SZguBZlUjk=#Jsryk2n}Y_U zoM-Yxi#?N@YN?;ooqVyfgMMwRmU-c_m~%Tn-B-(N%gk-V=H5%`a@Ps4({N9=vv5zA zx230mj=CVbFqU*rzAFDkp@(kD<|&jBBNWbNX+HOOoTBbdrYo4#r5<%)Ws`AiRYv`b zb(->C2O0k)i@Riqot$Uxh@z4GMgphx>sm{2VTkJ7i8GXr>~oc(vMFxv^%87x{cq;T z@je;1b<=Q~lfx;?5T@_Y92fs+2b26jiIUn%}F43P)(> zR}mE}S9xvIF=N~YxU1ordX&Kfuk{rsT|pOVhKQy5^Xg66Sq`aJNJ+lTJjCIrULGxWn63fz!v!$F9~G0L-hlh^LJ z`_Y0t_*chviL0(Ub(d zmc|h*g)QbQGl6d%0@d4TCk-03rb&W7=Ap53i$Dt`lxrF_3!V#Uabc7p3|R+74P6ck zB?mK+;8QB1v7I zfD3PizWJ|2Ih~RKDQfUjBBG_xFT5$UPNS8A&3_YExT2>+Rw+wwFllbY*Ceq~yMoJY#eW6?%n8;H2^t!hKEdeQW;4qc)L{>1ObOOFMzyr5+6O>EVGn zOxdn`9DR)tWl9c`J+mD+h`y@L&0T-YOWTXs`!C!_U?Nue?Zf8hwm)pq&`P5yFwbQ9 z+_Kc5w((UetD@|!S$OY0y#|Ad{OpDCZ#69x#WUU^hic$&MjgKE8kuc=DsYhs-_6rQ zfBP1Pu6vrKt7#voah;Kr)j{5N$Oq7X6+v5=u!g-_X~$F+*LNRU-!A!gx0E&!%~jby zC#?f7Mxi}7rO$E7BN?UDMnI{f-8Sp`<*(bKP=70xqNZZ;b6hu6+=W4fvtq3Y=tHad zvZ>mr|IX&}+P7Y1560H6j)X`}I#j}?u$lSZZmL-P8HtAOt7Raia5|Rafuvz0@$ek8 z>ZTI03Pib46?79_?l-w&Vz4zdGyT2QRTD!MdfV_)*||wnvlQT}+xaTgGR=GH+O~F= zuTr2x)CvTgkOc=3xlFU|{GcX?IRoLFDo7#d%5LIo=u};*c3H$tbf_e{pR?+qMT>$Y zfGL`~0#$r<@2kKTS8hznNLULMu=$-mlHNdA20auz{^K1eOJE?&u;|xwB%2dHJY+mf zRYMAEEC+9M_5xxX7Xvl%Qs((fe&(NXDGVtL{fISVN=AivpLA#f62Ip;IZM3Am zqn2Af5tH2a>Kr7EpE{#2b;7huQ`zd;3&Q$_@_^;V$B~w51G$5IGy!dP<{MPOuZvua zYe`{erz8-f0F6Q9P!kDNM2!H4OeBv;a~01kL9BeGs-Mcinz`Fi`Fjn&If9=%Nki(3 zxu_Jl69anQbm>$`9+jLJy4AA!T*^7nJpIdLmTv1*mqx`5iMQ~LOH14}UU7ks5g%}7 zgST?!zOo97J{p?E$vqTPa0!MvO7*$K9JSeIqpaG2qIfP^v0&$nqhNIW@y#ZAan|2;vH2Le*|K(47RR+fwC-;>Y)!vDTRly)H2Gz)S+QBY6Urdtqj$~F z&39Gu_9xQG=Y8+i_UqYUYJshXg@`fFPL+FvEAC}U2cOr+mI<<8_-o}u?^{?50*;Vi5q)3lz_YI_;@2n}G*8$sZ)XU6VPYa; z30Y~S4Y5>?vEO}$1ilyj&90ZA!CU}b1Oh+^tcE<0JG}k6Hh^-4zf{3Pq7()n%J&!0 z>jP;f&*(U({Hy&tUWpJW;CiDJyT4Q;O)`g2YWV(21 zu@sYCb4{)_zVb@K_zEJrk}U71^V*AuxLCg5rq089r&oLp*3W3?eRjVe`bkOOK16P= zfzAcaUamgw;PE|u*B{)FQF6DN@Zx>;`&n1$@oY7Ia+~2cmyt&6}n}e+BX&%5O_b%P;-g=V;z4A=nE)`hB)9=KXf8exHH1GYn0EMmx9 z_hb}Mlyux{3iT>VpG+PB?!tV@NvH5K2J?Dh(PC7olRF-t^0{X)e%T7-H)7i9UWF5L zm0=-(nUbIDcBaX9H?}+9WR6c>dPyArZqx6c1fq=_U%UF3&f}Lau=E~}Jxya^jqB~Nu(!@h z+wFUvD{>>p({i}W&x6$c-GLji6ryLkrB*=Dzo0HCum`AQ-tq0B6}Ru9)m(8fb*c(_ zB25@LH7s~OL>w9=3nmVAZafZ;+iAJhNFZ??&@%l@hu8yJM}r-WDu761I_6+X3Ovq9Ra!--CZoDlYv7~`GRwN4da^O>yqs?`F0{eWS$NafDV>2DXj-aIxXzrdLL%Mf z)YKxU^0Ki6XAIXB-Q*9h+ez-M*J)jy?odm6Zv)E_CELRfdIYNuYKAD=jgQp>!x+Xq z?vw2Vv%395FrQ3^H12XmhRZ8@ z1K>CCyAKiG9{262O4y88_t-Aq#p}y^SKh78`l_b_f`H>QUA_X{ng0>$JA=IY1DH_n zFKpK|+KhlqDf}uPWt5oKUrR`Xi7Lfk3kLKuXay`;?ohg5+<%RuH+7qX z2BIEwhTPMeTb?Dm!uyEoPVTnLdCkAfobR?1f`B*@85_5N#q|FapyHT0u4&V@t=KZI zOP|bGxOiyrvM(-~6y}jRMO$93Y1dw??KqS};Nnfw6xOXk>&yADHMO0iR|{U&x4Tu z+{snGBy9bJ^PF?HASD+L-|&8i5&{2V$8s7Tf%19;f6uj*M)^mxW~nd<3I0uLt+qs-Dz)y#7<;#=Q;_;hpGB>X7%)5JuHXX^lM0h)y6y&dt3bHYD<*9F;Vr47>Um)R7&$8Xi zzNb_f%f;mP-|dNVUa3VyrQ!?WSa{K2XEo2JoBOprR?|idff+k)*LyF|it9cxv|k}P z?p1&6{5N0;~fzGj9x$EW0RJbdie z(q_~1&pLQkwq@mc3dED$K3mMgm#e6n8?KHU$!E{o@3}EG82;TNoAaULa_Gz! zV1nWS`<%sYffk>a5Ru;rnQma5rdS!HI<}l-aI*Tij z{IGC84PAdMfOq0|(_ZTE{{C3Dw@=UW9=UHQ+_`L*>%Non^UN}+wygF7rs}0k=>P|v z$92Cqjf0Ec>+*bPbv0}GvP0BXYD1gJx^BjntQB|iM>=m;Q|s-T8 zLYRp;)OXdWrM*!muG2z3YRxJ!YD8)avIQBaU60bJ8(R+cwXyhxg)5hngu}E{Gemxz zVxPNJ3MpZ2Rqw}`jCD0qPlWE)>xHCtzv`=5ZN|sYi+a^}2jjiLkC*2POb`2Mbb0G* z+K7*}_$P2kW%7@{i^Dh}aMT`_R)#pP`uhcI_AD7T?nVSW)8^KRFZvQdptW>V>O}Q) z(3ehG4q~ETq6#2JN`{KdRwbe^sN8}}#UPVwSFtp?aJ|qd6aKj`S;`_D&!A@18}BcV z$7BC1x6+G=$?`{>j&`OBPhs8Ii92@`pO-0v0~y+o7OQdJ+Y0t!v$i1{#(uF7 zKx)_V8CdGZdXDQE2nAZAHQ4VSIx8Fv~4jrdGP7onO*0wjAM z!>eNmkRKbhIum63TB-7#kI!p3d0L%&vogd7*KypAt|{JWD_!opXi}B+K2wd%L!_p8 zSiakb!@1FNIPYsDR<-Bm)~nfX>(0!V9Jjah+eMtzs@q`?v=z4PPwxZ#tL5o1J*`hg zI{}uQ`g8u97tZb4@FhbhlaB2@wlkg_r_RSNbe3gNU#+-Kp=*(Huh37xZqE%-?W6Hk zhR#DTHk3(rPD91_wJsg2d|$v{-*Mohme0kn1*&+nTnCG?+I}{5acJOReH`zGz2NV} zeX%t+Dq-OV`1TX1OtWH)gYR%uRqME^i#yX4-bfo+Qn{GVK0D($b34B}mpEhdF8)Ff za3W$6L7JOW4P7y&fun2uo<~tr6h|U5o96X7W&6c4#Ma>;dG6CYDEq@5JpkfP^UKj! z^qhv9mC^3Oq!XSO_lWJ@t9^uPN!@;5+5S1Asq)A(?T0_K!XNlytb!cGz&S}4I2 z;0S-?l#%ax((XciZlubj*`zKKTHnG*r>KaASdGU;LVkK!5ABfCJyGxF2o1~j2 z5$Tl?tSXrd2?Pbk^{s}EYv8o@ERtc`t^vl@-YUI6owhZ=e@mZ26-|XIL|s406&1(H zfsK_`mQtZ;$)s$gk)Ws#z(UbX=S_)+Csb>73hVN(@tT5I;)jW<0wd&Yu zHdYzixn=dhzvq1J0Ofph7(#u?z<#djJTA6;TC%W49;z*@T8*v2{TqY(6~7RU_6*hv zCT&uq>uxB-qC$l_?)-dx@k-v-mdbsXm^06Gt--YObG*z6^ZlxDL%K=LHJ$yni(=ZM zb)EZtTe7OuJdnBApx-0K2PZ$5orpEfK}-WZp2T>bYi)gQa%%H-|H_(L3eRYYqtc?8 z{r9?MU^-fJr#hnHOkwW@^NJ|!DsNNIq|iH1ICZ}q(nkJhRd)W~%&ill@B2_{nr_Q> zZGI0>Zm(|B?=O$jK5pYdPF!lbZRO9vH%~DU)3F0`UB0NpyuW&>)19>T;@E9gRXd+i z0Eyltj9ECNvLFbsK~$VSdM@yFDV}JQD`>y*!MOO7NN-NVq6?mdY&hXKA7`&I7>`4K z$BUn)#l*I^e9!6%4?WCOsw;<~!J2w7(Yk&2GsPreb=Ww7NUh&&BW&c>^E-+*Jt{Qq zM~fipFdbFdBEzEnME{=d2QqbEd@X~zaLD!CHt$a~$V*x*^uu6G@)Fn~!8>(HAYH>Y zN3CKO%4-wbN*BwUA+cS&a0nYa4gH@DyH8XNDac&GJ?hN|_BJ`y@Z5Whwo!JzxK80R zCSEf7JehARa&>vFUM=Ywm?HlgO}gW)Mi1>{@o33M%K0*KzSH;O*9nfQ+u}|L!g>2kC}TpK`utPq%&)d_`ZagG zIc8p-PSdBAy*&fwm87KN1If8jjN0MKy6w{WRmyu~!Bo~Ljxy1r`33P9u1;Mupd$cD zytQRRJllNz^v>u1f|QB`AqhyRfcjcSE^MPz995GlUGJ(p%cY8nXs6IPmkBqzYz~C$@leWme=ZlA6g)ozfhQh(P)rb2rQC zG4IejN#=JAL4^nbBzZ9FWz+!=tDl?QCT=-eldX$6U|Pud>(T6FL!nY;?4-HGK_cEe+DG??Q) z6LMuASPUME+yZDAVU`c_R14h0gG3m52G=ss>bmt1j##--%r6Hx7Q8*FTgpzzq=pcb~f-viesOMEALG6(1m6g(yt_PLr^3GW~_^{Kb>}XTO-R;2#UM zjD?|zqk*%9ovo6AtrM-Jvw^jR(WeK-+Q7_-kc|VHUeL+N#Mb%KfW%72#Qtd!f~Nl? z-XEK2nHU-AI2l4gpKB}^>L%s=;I<6x)b^f!GJBP$^z`(Mb~pTrvL-*B-1LaZ^f5wb84{^kB+ z`BYl5G5#aj|8lH9kNlUx>OZ-`{vL_pZ_cp4;{P-DpVlv}e}?-6+893z{H>zwpYE)G zqIG}U{?8(Wf4RN>tmi+(T>sVd_5T8f`*dURZm-hcq<$OTN}Y|;0wJvscZ7=(DtPP{>Q2S2+S zI@5Yfa55u1&OO(;GDD-RB=Aobv8x`s!qW5V><5-!#0ga2mA}jvQbfwc+kE&egEtv1zb(Z6H29+QJ$fu1 zT4CxN>oFRr3FP-!LGT8Mi*%VORGSQ;C&Q=0aEq#pPv^7hmsgKSMa=+cg%MHPh~~$) z=`MO6A%nzKLixUL&EaT7=uK=A_(TD#`bc9GL&Uzq;qOTAV(wPavy74AXYIjSA?m@r zV%MzajOUCG(i2r^o)hG(+oi*-=5$jD_udyz$4A0fw7j;59MSbwzVCoyz4pa_?84Q0H5dQbQf~c*Lo$()y_@8Z`R^lIhq_M$gFZJ0|I1y^GaQ^YsL?-nRS4N!7I z*lj*``Y<;09hpLz-)z{73v?vf5#wC1Bn}g7)_(Y%KVD$@JYI7j!$y+7W-fl6h}PV4h!H__RLm?`D2SS3s3?!Vu^(t{%Cf^cLhQLuD`XjBf#?`_=8cv z1z-waP0;nzbFu+>rvwC5gS~-^FA9MN(*6vix0fxgkK>mAA(8X`?QxSICU?|-4(!LnL zheH<*FeDGG)QQYd9ue?F)SZd>gy%WPbjW&LC~S<{92|IGif@5sF9O%AwaXEa2JBE= zD!ix0$IG_L3;!=~h749?3t+6R?-3Ys4q-&Vdl-X=0@cpbc|F*4+r*BmrU6Ez-+s5q zIH9|-3WY|??oHppLuX*j_F^7CC;5Q}gYChiV}YitiShXN$&f-55t`n){z4=)f@+%y z1F9VKgf&p2GO3g;a@YuVv0%AB49ojK3!}VwBj8!*+w*vw<|mC8$SYXpAZU*9%JRz6 zo4Pvk8^$jXaaaF*1o7_4^nl`KIc8V<4#)e=PpCxO_JQtk4X*v#JOVSiaN-=twJUp$ znrM!(CBl9NmmRY`fT-eT3?P*3Fr#&8;yoCSxLiks@d6{ zNFUaQH5~%>R$w+ln%|j>meoHx@vI!Ag4IXa!yM9tH2`Tt90n&v5&;RVf&bmo8!ut{ z#8l1**!v-}m>=@A=DX+2`!N*IvVWt+mhIOy!yRa>bp$ zSgw39Ikgx{eFx??-e0)qjX_-DO?%-#W|o#>7*mULVr`)a0=5ZgrG~!$DdfYlR zsYUVAf~cdu(Wc9_=WX36bENNsaOLY?CF4UiHpX@Zyxw^E&d`TewNjT)qS|k)Ry>$8 zM2?NVv{ykTITcS zUljH>mlS=O(Ic|`4sT_PdzS7SY4P~ywP%+6c_Kq(>N%0SJ+frqoi%UPdJeNztd5Zs z-mg{ZyLe!A)IE#E;~SawFTU8V()_me&@;``D~Zq==S|E`nT1-{oCZw`FK^<6W|Z+?=S%gnmtiNea+ z%W61h{Z-VnFKtyn`_9J8mdctJiC;=E%C)!g~ty^4NDJZhb-_}5vTn7u?C%zr5&F) zW^SskQr)ajUHVzMT~hh+x39Ycw(fK9HA?Rl)Q{{?WV>1ShK1PNZ@wk1=?uFLhX<0T zb_8sh79TRry!UgR%AdbxJob(}6!|GC`N4D8;S^cEXv>1FD<(v*Qn5Sdga`bQd;X&H&Ux2AVd&rh5Ry?h)ao|o0;Ud({GO7`lsDIw=Y%C z*S(ooX75y?BCx4As#U_P?^DPNI4UuG$kKiLGxuw~i#V0_8y|LWuHCY{A#tu!apK&G zp&I(pxvZ576IbaT-qAbmuKSVN2_C8zN>K+qTV1}^w%ACv|M}H0;GC_`MbzV@gy6`P!ss=BdGs9J z6JS|jelxnjIcVFk-=V^Dj#{E(qK&I5N~URV?l${I?VN&*g^G>BIbH_CD~G}q9XB^e z61`hqZ*nndD6DRC&mdm(gr4i(p2S+4KJkOVs*8V^FYyj}HCbq`cGddM)SGg_p<)sZ zRZ@;qwrSQRUb#wat==``gR;zO=?9I4n^QB4I~|5JWH08bb9`m5%&Tw?zTnrcKB?}r zveXA<6|$LqKO`Wdz46m;-iiu?`+^(ZPV=ct&+NO_pszdU&;0)0RlS|9iVX>x-HtW! z)j8#qd_zu7K*S%Oq{yJUW>NfR&1Z6Q0`=;Lr`8;|2yc4Rxjfl@kX!n6S4Pgj9v=x6 zjqpV!YcJ}DFDejqGmGpAL_1>{~jjE_$rY@|*zMEKKsc@Waa%zJg_~3?Y`VvvnGC*Rm~^v!p}HG~1>> z>PTO2mbue|sIGZg_xwpy&ij`7-0iv9RvYv3ldfA_H@6%L^AHBCT#*(vH2e*XKy8UaC=xa^_<3ZQ-E@Gy&*e6r?6ic%;Ei zD04BIRzloO$<7uzJEy+&QmRKwxcKeyfp+$$PoH|KZ`RgKzPO}JzCI=}OxLp8Fhpuo zRbSvqDTjiH^NFd2HfPp2otc!uEOXo(>$IP-NNhXP`K`6wEvr4*yr**os}8su#8q?8 z&J*0BBwL_o_i)DKKR%zo&;2YM%zWkfXj(DP&^62`V2CIgxiJ{1zBiCwkbA2C=e@(BUq1!R4hT{^epK&I4>z}~ZGSn0 zYJ?bgG@3}?{k{K)ux@xbxu&L}!J|y4%PQo`DTxB9peVl$%(sO#+ZKNi+}Zc+@$u^vr;&r;f zyp&_(a;fUs8y{Pxx-RrFej8+Odd4MC%jL5288+)dezsCV-tnVP(@PU&4qOU`lhCSh>9O|u+si$FO$<*J}LZ_mF9--;w8PK zZbMNHTZL`~dgdDhJEUBSvX19n`0Th~<&zBtWp|G}eY0u4%Kr6RB3iAr18i7Nl~xxd z8`%Yx5dLY7taC~F%LUSO?efl>wHfp`q@TRLBuh(nckL{bNTYatQmkFWNg{xZH`{UZ zd|+wKlz5$h$DwA;f)?_z+FE&u%-9c2ZBNv{iE8`j50ku{4S{(t!bR(rN$5*W&@*uN zH%n1^%kp1rU#qeI$_-7sZbONDnHKf%yR`yQZ8MYfq|&oRwLjVl2dM_`kzbuGAW%dU#^ zlu(5IT!-B*`EfnOqzRX04z!-J(Eey>sB4m7cuVc+#30ocr2x6f_jelI^WPr0Y=Xwt z1?R~d%J&9~@9kR86B1n97G}E7oGg$synAHweutrWfoTcCg9Yh=={ff=nTO|io-B0p zmkTmJ|1@1M!L)3dPqD`Z`yJA$+gtW5*gsCON`sqT>dw2ox+<trRp6Y8mu->x>4|(h)8=CBfTm;&?VG;pInfVDQ^@#L)&-inm}P6a>rvFkh|-n!EFR+rs85oX@8aU%V7LK7!sX<7Kx37Lv!U7hYR zeccLfYSgT1@qHS`cRB?$Ma7tmx`0(PJd>*?NX+nN{`^+w7xyj4D%BVs>V|M%IhR zQ{N80du6+_e1@1mQ5okVQLSz?F<^^ufRIi3lg#r+C(D`G?Kq%Z)K!yr>a}(J+Bm7< z=(meS>z}31PB}7fcJ9vlR=YLs0S(Q&!u*FpWk(vmygm ztzNwPNJpMd+T{z|3>RJMpSnIvmnvE^sH&Z?+b=Fp!PxNKtjs6#AIV=b+u*ujU@*2R z=-jYwXmfB-!RAUU!$6ul}4>oZsxVuTQ0KOLl-kb-?-B-tJo-MZfk&JyAHe z$FVcpc8=tolBy(ww>yeI_DN-xZ6y|}+=<>&dGSKI*OLWojY+Fh6zn+_ZO^T}bBxHn z)@<`5!@Byt#j;=03-39!app~R@~}Q}^^A(^qZdY7nVN}ViZyc69y~ns+{kdl1FKuM z)j=H!9k=U)CfgRD8I6t$msXsi>B%@{m0?$znccc zzaOBcN~zSz+&(Ti{}JhA6Z6-JX%!c)XT+_6kH8-bd5V#H#KB>37o!L zS!-vZrQ|P_r+2lStwotQF`jfZe20OYkrV;jk!s# zOU=_q5jw6;qnE#K{-*JkQtO?6V*Y@BgUjf?(a}@KA0O@#Q+sCQuqjfwZCZuyvB~?a zW7rk;EgmT$(FXSAj;F1y!rm`CGtV{O)8e;Rwx?sKY!KB*9ySZw<%UsAhJ}+6G zWuNuJVy6D%2!%Em)Ao^JUinB(|9s2Q?#qU)q4kaRZ>x#Mz-Zxfep=_(eO+u`(Pf-= zSVwZ4|=wlCEk1OK3CW#w)9qO#{A3^^OD-Xc85yJ+!k%+uDJ2e*{Lbp zrKoFN?sKOBub>sB8u_iK1{Pi^kS`xC;J&@H*KbDGp+Bcpp0v<4^z}TyQ{8c8Wu~Hk zW|l`&@PmScc~<*3oPOc1b~^23-~CvrOInj6^+FbUEPT@Ko|z@-KX}u&RMkt~ey?8W z>4OVm{=Au-d$C()Z_Gg2`+<=)ZpvCGl$u|=iJg#l-Ri_Du$jI8C2w@RRpg=e(XuWo zW5jflQOIyyigTM?wAH%b^2;{zmUJn+yM0Zm@9n||!zo`rz3YztN~AP7d4*jwwLLE8 zeZOv!^jjmNb9c72w)fAG6wKSLv&kg;nO&}aj_TgsI+qki@Ff~?t&zzgFKJKzf2Gyw_6GL-MmRn1gY1pK?z0gn-^t>M~f2ATYQ_V@kYv z5$Uv)_aczF!m4sg$ePb(s@o0seE2o&ndN)GxoL}yi0A1UtNA4lP&$>-HCjyZ#s8Ao~)Xz(6eQm@S$;KQlZZuU0|Kgh`p@P z+88(Z#?CWFxkSe3m1l+8nxQAnBZ-Y_^~3K-N#(9Mzk~$+)o+$a-c`Hm>Gnb`JZNy( z_P!ePczt7pOOo@h;xz4tS)HB3!*6C)Y?s-)a^L409kMN(8`=)azOZT)yzVLNmtLOy z{BHaEu6(0!X{B3cL`y&PvV9qCuhoA$Zy-41UGMuYQ(0FpqUF?+vLerlrM}}QeOvi5 zitAP4d(m6z`CXAiy-`YM^ObvqF8n5@^U&ZbPm9Nh$t$&YIBneRX<>3+L1XTg)Jv3; zmQB^+2a?M(i_D_FawfP(mc4geI&G-qcJ08%(Ya;!Lqh!rw)N&opKvre* zU&7Rv-1gr5ZFGNBRj*fHzSah=neDpS!buXEdb4-PF0Xv#9Axa;9Xq|UP&&KNC-7p` z(K(&6G0Af@)aGrwooAS!FezY~{(Qv%ho{U7r#8on+FfdQ3NLVHo6mo_O7@%X^Ms~9 zy3HDQnMZo|-X6DGfa#C(x&&{`%NG8r`24E^^sn1>z8Akx^-INhw;p_Wd4?kv)|A)`X`F;Jv1}J=ezYyZb6!(8)$KQ$Z|KDY=AIm`h*Ao^fC|3SZ zD}v(|eyC>sQ#ty(3iU%9HNOq}KmYl6p$KYr zKQ7J>b%*~}C}Qz`%H^8{YdaJ%1butI&Rdn^x055;J>xfB)A79b$E`-kC8b^QeZUOd zTY6hEIBSOcwb#M%L!r|0T@H@gzkGeIR=49wrD3;=s7=PKo@ZhefdaO1_cpkt#Oym$ zG2F0n%bl2 z^7hvs(or_v^xRJ1#H>@xwrR+(e;&3>dG_1odKcCwpX^h=8sHkcS0yUq;BeQ#Zn=us zFPf>!8(u!zQoJL(GTByUr>@gYJ-gATtG>2BtbMQC0DJ#=X^`KDc5sU`NqO2oL1fOk z2y6%bhqFrl7Gr+d_NV&Je-r-yb#>?aktww5&iB(${tjP*cgFZe6gQE8f?RZe|=fCdn@xdfuPXUd_ z;&P#2{c}4e$$|nnokk#D!Q2?Q9dL&JEF5uxX>7QZiPi^2Lb04q_y8jXbg6Eqr&?_dxORv6I;Bv&jR0i*c2 z4>p4&={#leFke_a3XK_POx!OQtr3gIBk6o$@wjlg7kw-YiauX9gN5XP4I4=CJP6b; za1So$qW3{?FpWdddCF!`6kYDwaJ3SCmODltJT4v|T)IRb3zLC(&t}49VW=H|2t;Gy zK9~g3EdU!xHrPyZj6Pu34(fyC-%7^+{Vls}CI|NcdoA#@yfNCbS#+HN3Tzvp^}%BB zi|jx5%VH6T#^G`hufWJ6UV*Jcyl1g_Xv{1U={cLl!8*gD0L{_I$H9HD$7lz_i+Bo3 zjpo5-@XsmxnFk=wXv}OT?5?7>10tf0!2|XfJYbK(1A@Tv!p3^eW^=GEu(?>@2>u0m z^fB|WE)YztGX%DEY=Vh(fxz~jO|pYCH8V?8_<`v0=i$RAG<;F*yw!}Y^I{OqsFj*;LkA+Sp2I=f9`|B#CDv5MW?r;K%fzg#A`%xNaPp5 zEnpfTHuOFo^80LxhvkaHpwRm`ATadzaS;AvfVyEB;t&k{ENneO@1y9L5Z*^(TLNYc zJqs=m&6mr7W9n$@!3Fe)Xt48>MkAOM_A_AGkqv|Wqhrvpt>Y5dr*J7Yo(G9A9GEKx zy$=FRHl7C$&4bP5VmriRAiT!r0qUahfIS8#1R9DV;MpCHqf3iaaU^q-;;_)$Y>_-5GLt_C9hiTv#P`?lyAQ~6pKZvXl zZX#GLdVI+sz+KX92?41rL}M|L9U|BS!q4E6@%UJ5Btyg)u_*y~4apUlKe{{|xPM+9Iv^gaN_XpPtmWUmM|3*j7CaTJRKl1G@DV3U}CYzp}b z0uqsQe@Q^cXl`sC3y&G)3K-xmu{?v(ru%q4Ohod>UpP8X2@cjH0wf=`BT+m}5Crnm z1VJG?4iFC6dw3MtI^Y$G0|>xoh*#kEk-kCbjO1Vpj7gB-`RQ{bArpdVFgrSp!uXyb zDfni9CeI`X^dVaF*PBZ75?94>8q6le{iu@T0ErNsIR z=_Vvs6c^h`fM&>d1Li{O2DuirZk#cE06+o61GqgL)0lW39LW3A=L@MhOk*RgOmG0q zqh~n?!x0<+%eWoZ87>$*dONr!8u5k8K(Py$66`ObI)dLfhJJ7%+Ccr12(Lkz1YsnC zOY*-5;{X1RAwX5JY{2J8s1LwC=vf{E%On?)Q1m|FJ18V;W8gLT=xB_7F*XB}gKZ~| z!oHRV>0{bhNCpez7x;n-$p(*u=LQugI$ub@VRZcf8saGlc$dyU5=4WpGbGfrP#;_X z^YnQznJCT!Ek`m5eIQvQAw0r-;f^sD_@<5CF9QUIP8%cVMlyIPULct~W%@CV^rml1U=p2s9)cpdCoJNG2EQIaCsmjUXY9gw_|n?L&Nl8YJQ=i-~Xq$zmhF zO0oc8(Rm7Diu)yze*B zBLP0+ekm@R2SuS=I5`I90@#V-4{{8=MshLECIMfe^?ox#F?LXa~-l{wxB?8Oi>I0?GUbm>;}S^6qAkeO%#(e##-W< z9L0u;GMxuZ2m}xf*DJupB0UGq$9w_EfYuUDH=ye;1$c" + f"" + f"

{NAME}

{meta.get('title', '')}

" + f"{html}" + ) + + +def find_chrome(): + candidates = [ + os.environ.get("CHROME"), + "/opt/pw-browsers/chromium-1194/chrome-linux/chrome", + shutil.which("chromium"), + shutil.which("google-chrome"), + shutil.which("chromium-browser"), + "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome", + ] + for path in candidates: + if path and Path(path).exists(): + return path + sys.exit("No Chrome/Chromium found; set CHROME=/path/to/chrome") + + +def main(): + src = Path(sys.argv[1] if len(sys.argv) > 1 else "index.md") + out = Path(sys.argv[2] if len(sys.argv) > 2 else "cv.pdf").resolve() + with tempfile.TemporaryDirectory() as tmp: + page = Path(tmp) / "cv.html" + page.write_text(to_html(src.read_text()), encoding="utf-8") + subprocess.run( + [ + find_chrome(), "--headless", "--no-sandbox", "--disable-gpu", + "--no-pdf-header-footer", f"--print-to-pdf={out}", page.as_uri(), + ], + check=True, + capture_output=True, + ) + print(f"wrote {out}") + + +if __name__ == "__main__": + main() From 20198088768c31df9adc1f4b97a4b6b6ad54e8dc Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 12:01:40 +0000 Subject: [PATCH 04/10] [cv] Lead Recursion section with agentic biology and benchmarks Reorder bullets so the evidence Anthropic's Life Sciences roles ask for first (agentic tools over bio databases, benchmark design, LLM post-training) comes first. Regenerate cv.pdf (still 2 pages). Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- cv.pdf | Bin 142685 -> 142650 bytes index.md | 8 ++++---- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/cv.pdf b/cv.pdf index 9b34d7bff982c5216ead48557f9923146d74f68a..d6848764d7f6cce60b0c057848d8a057b2fa4428 100644 GIT binary patch delta 24828 zcmZu(2RN1O8xI-TBUxDq8FBU?vqCbmQrWUMDP$b7HyuI<8AW6(Gb4Me>};~iDv|Yn zRsZiR?{}{2bl!8H_kHgBx##b`A6FlT$ts4)qDF{e5GWiHJ;CwoqL_#vi3o>+N=kCw zadt8_vL$y-`s_IpaTfdVqr2DT3lul($3&&meR39aqB-Phznm)Q4joITJKm`<@|gJR zHsPLJI-Wmit~ID5CtD_6JmAR}6;@G|CwDq*)Wy0EDuWYW?=@W7w}&`|z?vL(K8uPT ztewewl2L>fXqfq|d?lZsaaLIfC(57ypn7kAMf70Zzz*lR9T_((`i^11z0DoB)80N~ z*DiJNHE?8q=eyLK-LIscI~xa{+Y4`UM!Erdv+BX;0f5bVd$WO5wO=A)eeS{Q)~`8I z)gJrP&!%W*_XFDme+1$ky2j_^I>J1L&4^rvl33h~tn;S9W$rOTyfpZi=bFTuz3u`X<|Nj^Q5(^!%6rbfw%Lv?1{ z^0}73>vK!7_shzU8!*LY?B>I~LMMz&S@~se#0K238rY45$dTdq=ce!LiQrO1azxu# zzM>bN?6EAo;p{hm{cT@$TcST7_vz8NEXBdi-0ofJMTSS8y1K`|1aIT^&V1P%fT`4< zNEE-3kV)Shm(^wyel;BFW&1WRQ+DA&a3*(5XH&v~%K7fHluc^)&%=fmf#r!xp+>i4 zKBrB444w+ImAz?0;3;-*5^{$hfBe8s}Pd`wM^itZkp=WKwRl)xxve++X;w?zA>|(c@$L1rm3x z^=|YjX5^h(do4D=xkRHtZO5wgwln15d@HTkgB{NBFkdiDkOa0<#ZY5^~**X5-Cgktzw!Abh2QLbxsRz{@FZX-nRs`JK6~4bcn%U-U#3~V&N1ZUe@eY#^1A8eWX{v%7*t9BV#9E<`Yqn{ zW#(h^gdE$eOFm7|{Ry#Ez01Co-Q0teH*|bCOasFu1uW!As$xU#FV()jb!j-&1Hn#p zX@l-t05Q77;MKkK{+5@mCb+L>tCe2Nj|pOqO}P5sKCyCXg56@Tj^~)jq(g6Hhb?VM zP>`Wwt+*k4mC}qY&Ylh-Yy_W(Ba8HS9qY%bS;Cx(^$F)tgHOnY25@_k{*at9YSAa& zZa=u+vyA$%Kw4ZVn7VPcDz$f_u0c6{vyQsz&D!=t%0c&={coRAa6fRXBjfuU1_uKJ zxC0!na&LEbBTm$6EDwmO^La^EB{T=aCvbY&AEmr*1qKvPZp|;gtU)R_le_4UcsstO zc5V}*_!8BRTsfz|MsOi}o@jW}*yNlR_sw?pM;^qbXT~Ygf@KI@w0b%{}U5YStq8MsJx-+{~(kcb7yTh_bZK3N-#56)L&ijD6g!EL&)2xiK^6c1) z4EV2-exqz`?&q>B{85sxZYLMF=Q;!k2fi4Z&Pe~-PuqV!^%dp|@i$Ao+YzG8ANuH# zmswnA+shyev@zNJ_$J(rkp^MO%zEb|t0LJeMxM=#y0fFVY~-=ue)8l8<$kV3p)CbmfJVK*3b>4~0i8S8#xCuzgEH`S4I zZS<6C4K0b+=*0CMXI#wP;>q3HtX|usUjj}dd7ui<^3|*6PS(%Yqh(B1O5W1GM~d1O6mb z*pO%E$?~7@<~-*yVJJUs#kp~U)XT`KB;o0v!8{|a@(#Je8`lWA=@;@beMn`^(^yJMrd4!<}MHKKYl|%tnU1CO{QnTW5-DE zbw46%vkj4RAtQD-Q(@B6(LZ*FTq>LNo;iiDO&r&muia78OJ77g^qSLZ#Jm7xZxOoZ`R4~DLS0u4?df)Eu1F*n`g{^BvuE`pU5%(uCZ!_Ar3vqs6FJG)RIjp( zbxqO@HS2nOk-z8@=_~spa$|o|NK-VPJclREICSUZr1fCew(P*HMB3AMKSv*tk{2;) zy^c1{EIVoirAjvfi=p%%EtvJsO&s%EA{ZG6sJQekee!FgIe_TU^1P7xrgSMK6#PW54rsT~gNgf^KW!}*2?YA_rmv0vDbSM_3 z+22$1Y2&$2vi0(X&G>0|REcIvT*6(eJ~fQ87+FQ*ls}U))&8T2ddbJtnr{TIHgi6< z7nNGVBnuQes@wPoj1zoTR^?GmbJ|uq{xxHolQEz?>$cgWy%0y7(B5Kd`_0@fQm6e> z5ufK<$194OKM|W>Ela`lTNj*%*$~WfI_^{jRx+PBc3^brp=ZG8I;$Ju9W zyXGHUC7qX?D6=+|LEMfLJ!$7ptolIm_Vdt!N=B#mzC@>B0r^Ike{}dHkv6YY^z6_- zJgpS?S_DG{i_$B(+KtOC_Er$}?Ay}MBdPLLz0<>X!BJ>o^0L0X4plMd8!9@96JlKT zPv&pn+c}J>O{xsX!X5Qr7+gB+vj8j!y5nRrQNXkrc&m2blZjKdnHs%Eb1>_ zt`znq_J%w4a#df*v%^iAyqGC(Y4KKMR8cGW*w|50>Po?3$gD4SxmoVy)s)ELV1`xwy!upl#@>`;;5F1(}GAn6^W!kUOyfq zNJvY4=WM-^O0+J~c-_ai9fMx3x>GU~bqrf6@PpmE`wE`#WXJY#52qw^TiHvZ@J`o1 zsz(R6DI();@@gvi*SXs7c}&kFe^}hqsrbnDEXfId{{7jEo=p_#eB79;IFsP)sIEoE z6-U-NS)OppcA~y--&Eh(-XZSuefsE*(S4uC&x(tO6K0jOVRwk<$gMs+X#&lVL*r;GN@Q-RpWRu~uDVR6e_VgRxjp5vf#k?tF|GTLmO3tM8;-{DE8Q>cSWjRS^xfdC3~26-(FUz!j^~(6}c&o;ItG|Kc(;Q<T_MHu;Ce?}ke%MK*UQITgiuyglK~uC`U*WD#@vv?tw~JgXOcIA27Q#ZyFBBL544 zoMXCL)CJm`RDs66ICq)(;Xa0wD|8&fnSB@NJ~YMU&`(=y1+P&7Z)L6E6Ts)s_xV4r zvtc3}n!J1n;7zL)989WprRK2~?>6+3maKk)7O(qkP>zW`v07}@CcRdx9qUuUAzOvF z9B)T&G8VZgJ^x|9fAhIw*b7bGrVluPn^~i;kS6c&;LX!%_9csD>aiI`x3nHA(&RkU z)XY{?H_8bV)a1=ZXbp~qNETl;7*^LRioy35j3;XGHd+_u_-O`H%ImyPwBQLgd)uedduX3M6Ta}`edOx_>8(y| zx}@Zn(%p`+(Spip0l{mS?m^14=#-0v0SVO2rlaF2JFlvn7olYndPcrcbhWtUS^4s* zsqf40B_Xn^+BSms$g^r}PrvqggEg|hysg%FzrLti+)h`bB)N=hMD~TkOWnLqTNF|f*K@1Vl5DSZB#PGb?P!A9h&Z3-9{NC-8N2f76kC0ZTgtHY z#kDiz#xqqfcB?dQHnzA899{#zvxX(PoR{mWB;on=aWrm>ow>X`2^U5(U^p{xO~w=V z;!;4mHN+_+y78O~m7E2mp8)Wa26 z?WiRg;m1$o*$;8g1aR7k6w!_oj@yzm+nQ(QSVU6B^X}7KPgzkBqc-&=sGT6*x_O%U zEiS(D!?s&~ckBlX@$C3@-&t&p?CGS^Q(kOQ-ShsXr{wGmn~PbPA5T%H*}NxrE1FVZ z-GvbMRICa$(4448pTOao##VK^xEshAolq-mpKEtm?;%1p{OWLD-2}v!vUqEHB-gZs zlP;QEc43ugE1I|2TsRy3jUE5>1V>&%v6;Z|%QG_q?K-1hgXyZ{--di$7Ge3P1nUp)uEO7OVx9-PY^YwU2 z&HQ}fU~k>>Fpp2yO~R7O(CG_92$s9usE(~&D?3I3x`Ml5xb{oZUuw6}riAK`Mt$v7 z1Qn@JjfwT6hFTB;xvh{B3a0XWT(O;RD1d)C;=MIBp#<3lW`ydNjmMb_owHVX846-P zO-8MBDoL+B?l>MLIJ@?GAcyolR`OnG zmw)(bLM|u#1kO9q)+@x9Kk3Kn&6DKx;P%jz_TGlA;s#onf&iVH0%pJMeJXnkDU zCp>sQY_HH8v&^e{)G0GilkA_Kp$Wh%T%|0kKljEnb$oWJj&v;T`mUZ_TUFJM@oj~> zS&yQu1m%wz(BqnD20T#lUl1=;Q+e{9baZIX2JCG;p=7R~mZf#^UtZQZzBPzh&U#Xy z<$2LhDBMl1Vz&LuW>TbNqT)0^Vxsx(X{N3fW%Hrn{Zgqok~s@+AvS8>fe+(l{x`nK zJKr`dXtuk|&uz>yWv%{3B(<>Yobyv-_o@ckx6jL+pVl77txxOL{YYAQd5`tB!}r%s zj549f*96fo47`zJJW3<3Pr9?wgQstV!KjZ8)7d>rKdl5WLcSQ8>Pw(N6@CCmcV7@bgC8J*8yz zrNi>EAcfhNTHLmaOvqzFDlQS_^JebbZDHh%&P17 zC}V#1if{SXb7wA>ySaryRnJ})ZN3-qw1rOnhSE$m?~uddDT4`tpT97dyJGx&C;O%Euaa>JFWz$dLa%uv8#cy(|+^O#Y{KFrfmo#PGDJaWevzZy?G6VW6~{duJ*`C{O~$1vV>8G652zt z7F)V_)ti*SZsx4t^F$7&vX^1u5Q{ZP$kI+w=(lP|6IH31*7sUoJY-+bsiSr)y>F)GJ@VpXVCaKMeYEaemEG$Ow~tN<8x@nVPj?$k zyOxGbyKwA--1!=fnL>kUn#{Km@U)3eANDqFI8QX^#TJV7Hl;huu{<^{W90RT0GJ9e zMN=6W-(#ci3WyiSi@P`bRS1T1gNhdpB&Sasu;Zi#vcz&3uR z$d7&9*vs|G8@FDkgsX)Ff^k^UM_ngL?^%f8_#0#px^qAQ6pwjvscHK9hVgtzR{N-3 zq_M0`fDm7#O-09Nz>6}@F87S4d$SiMKVjW=oqiSdSg59d(6z8S^~q${rVB$_$0n9j zL4ZHaJlASP{WKjpai-~ukuel4$uM1^2J@O}qet#KOVLy_rq{SZ(y+>ARGvr* z=BPapo?W7zuEQNy6T>_98o#P?ybo6xZq<$j|^OT^8Z5O=PbK&=!72WOeJu7NlDo#*S#+gZ|HknkO237RwJ z7S_2uQZges zOw3K+M7a`D^%O5JxomnTi%hn4KO%EZ@OHOzoiq`ByCwMM9ajTp`=r!!!5onTHIKk& zaLt6<^!JumOQlv*?|Mr154R5yh|&ygbmZ<$dDghpze-M_mGkx%5c<|9qGE>Yf8|`_ z*3`8v!1>-t{5i!(f>(Fvg(9Wy?P^GlYwn5!CPXy3(T7h5c5f2%Qy5KF6Y@A0>RnaQ zluCk!j&002CLh}-II}$}d@v1#MRB1&4`4{!DTI0oc>8hsXm6)=*oC*a7*URL+7LPs z>e1bMTUXfL(P!NC@#qnKt+bJd^NE1%PSZEJ3_3t|mi$*-lP@~UoVsS~m;U3Wh^2mE z(D#W6y+TB#Se1NsOWeeysG4fh<(uZ=o~cm<_Q(ej&-FT+occHvpLWl#YE5Vwd{r~s ztl?mqQVG7>oH5T=`k8_d_wx%;p88|``b=i;UsjLYr% zJ;m$U$K-5AIvS3Q zWp_nJPv6Otm?=7|U5v4IQ(B0xtSNHt&=cZ6|DknAERNS!lrHge7WY$x&Zi>X&OF^T zJX}kpy&8xcf0eF|D|AHBtqC~ZyT<3n-nE%nDkrzXV%a}BY23WXXYRp^hu7R|SN1Q} zu@lTQbux>-@c1HMd*%h201wgV*4_cy1l^bF9O3Sr3$?uA8NME`NRz3vqFWyhzm7N4 zap_rjeQ#JyD^0QMuAFvXsuxr5r9ess^9;YfOGnP~NB zM-5EoYH1@ z3nR*gZCD7!Svue?FC1N|aOBRj_tw5a=jcv|4O%grWmyak|EBm#ZIe5U^9H%(0#Pw( zOXpqElhOpRc@%}Zm+rf^qFcD3@Q>##RKIMq-6rdpB$mj8(vmJP-FxAFt!QU0J-2vP z;KR_5m_?gu;Jp#EI9jzr(kIBDl zYtoo z%+Av>iUt=|vda}s5Q|L$v4|q(nTpAd(xJR~Y}P`1sS8PRxK2u*24jl)j;t|WBZop~ z`MIen?uFKw8yG)c{Vj5FHD1Z_!i(Z5DJwsw*yOPZSRs!xj_W=-cdeacmUI;^wvS5` zmsUJ$CNa%>NDyV92dQT{UGI=GVgBXxJP9Fx2mGN?jzOKIpQxFClc(%`E1QdwF$5AD z+X>>SQGWTa9qetv&8JN28}a;OrE9m;0Bk-{rzH~iRWD%Vy*O5fa`Yt^YpF-Hq+ zjcfI{;y8(U{MO&SFk+VyPkitH*3c$6E+}=@Lr36!1O@X!B!)0HuO>?TIU9OhpmO!x z!W!8p+>)PR_msV`-tCxN)~*)bOOKtW5Z+c-gfu*KLZM@f_9`A{@5IU)`X3P3Iuv?b z{^7Vqm>XWb+`Y;D?P>^x-XtOU07cphqBfX;uoH)%K1UC6XC9;8V2H@u&(g_u*Pi8n zc5Ug|eg9!V#aX)BB(JxvOgo~9Z+XAZ;KuX$1!>%*1L>mQ19d|k`PH-UgH+8&%4+7{ zP0smA68Wyiv6@|Ueb;bulyB9DV&-zDq;DzX)oH1GUj_2n%c^}hybA0uY1V2hyjP{a zUs*5yT4sGW-yq(_P&b?%J1uZZKvy8MCbPgk#=+6)QS6nAEODAQpd#4?b+0kJR!zK& z*Tb#~;&K7%tp!32qf81Ve=0pg!I#W&o;TR*UW;*V^NIp#U5!ZFik8o~YQ zOfg+ab;7Hbtk$n`Wk!6m&&yq!&H~OW?y#>cz{KAW?R4d`d>e1I?AU~YGBMW(J&<~QuE$`AhGPtr@R zd25s!wWiw39i-%!e4V0oJI!D1GCOtfuYW(W~}4zKu1|;_zC{GpPUkq_JQgP46w7 zsDvA>h{&voFv2gi(Yl3OOgoseDZn8bRm40^H92MX%6JOlA6gEdH$haoeC$h{Ap2ZC zc2~tfn|b2)%6g;grKiRoT;2~_dUge1-ebkSDUc z*WL5jzvzOjwVZgPp)*&%?sq4ilX_d!L0-m`#{_LslP3#VMOa_o>N&?>eZeK`&c57% zgv(svs*3sM!sy*m69~J;w19rz_q7Q5jOE(SDN?1GPhqq9f^pCrAb9th-dX+$Oq}9zuDQ-*_f0;Du(Zt1oI2h^? zk(%)7>{C=3&m6v96LR7!So1WAhFcX?*gq>gLB}G4N&cYi>!9Cq9^2JDV+&Qj*QTyi zAmbWS{pF46u|4y*Q6}&UyUf*03jX|lxC@ibG2R~UKfGgY?p?a8q(uPZA!8RmDAtf_ zxM4eL)3&SID={YJId*_yzf1G^J)`HzXXsA>$eBPhlP1@eY%3=a2U^P0w40Zdw)L7Pf&z!jGf-) zXnMGg5kcHgW@63FqBwv3oqqz2Ch>~}S>F%NX{}ZjJ%&gBBRvQu5hdJIj;8NJb`* z3)W=$35T;x+ttU1v&>gij;nUBjlaC+D=c>*O^%ER^8Lg?++k)2Pt;Em!%b3luf5$i zTVr9b;QO;RUyk-v1D9!(Ib+pil zKl@p|$x^HHr}DB;ubx}|42-y58mnTHM&>nqctkt@!KfBV?OQtqjI**{Q!eq|VXE2_=kz1L`_#tJ%s`uFE+4+-Qkw$I>^-x@=pCuLi+4Nb}RuO(|xVEtS)<$ zOI}WNF|*=~aKJDpS3rOio?7@cZvPk*6;;ff*m5(BYDSpRt|ftK$~$TH14c34zi%DV8wdZvN|-b&7~MP1 zTFYW-0&UT2;5IDQf!^_8K#z#~cFCza6qifU*)`qG`EJ}U;&tj{k)-n^S2b;FMTEO^ zh`*V4q0M0JDr8qwa#Z|+f<(_Wb~yHCp*0-YrxE{#_(2=@R`N`x@j83r5PQ31bVP?_ z`*mt)58{f@5H=rsGmNt>`y852iGQ<4$%feJhhJwe9{} z?2&Pt(=wP<>!t`*%mrg=qUx%Ni|Z`!Pt{E`$+6{r_Jr~f4X@$)Y&Cl^Pr@VFC3_Pi z86cl{;)AE_6(?JdDI-~a8tKAYq!UkcA51H)OWepzqgU;QD?sy zRh#tmeQ4k`wSX4Er9wV=?z4R*G@T6{RA7za!O^%9lt;ukKCYCNnv8RKUv^F&tENgf z@LcR&ziZ_?zvcIw>OK^o${#&-93Fbo!K^UWG~lUE%O}C}t=Z)vA2ENL%!6~w-@9mP z>W3e#J!M{FcZZOw!7S~+p}qQR}Q6o%F%?)teh12{Ut>!J44QXB2FD(v-w;I zfINCv1Yg|cm5fgZR%XA;o1J^FMKO~UpelA>&vfh5rP7*LRJY6&S~L2rsIjQ{2te#g zc|tc0?!1r9)e>~(EuU+wMV=4LwTUzqi&xZ^J+IpV!|5z2IvqmxMMdKj#V5x)xSv>( zLf;drw%bq!&@dzwbrgzD;i=yB(jsVBW7~7Hqgb2yN(uv;`L@n2w>3p9I&*tX3dGh@ z-F15A{v&3+FUL|vI(o<4u!L>D<}E}z&T7|Xfl|ceJkApq=A*!W)?jezY}lY=UE}P7 zK;jY+oDPv!&FgOqq@__C%w#4%Y6mUc=YCX9=*K~5#tW0@{T^?iT#{thPsX0{ys8?9 z_P7;j_hi|dY1e;GHpjxNcG>}D^W%MjTriT{m;>dJc0947?mpJlM{1mt&g<08O8C0+ zHGG0^8@+Wpk}l<25Am8?HEmeg%TKxB1RLN?Q#^ zI(5rH61HI`VX?&KVS}Bq2cx6`fjT{Fh;u_%jHd!%4AJ(x)kFaT`9B)bX6I#btH&-< z&iN;^bjY>R47~kRPV|EeXZCo8lyr}kT5Ry4FOItZgPM%SBvjBs(E2TktgKGvS$&AF zia(MxSy6~uj4_MpT$@ZFcE$gD&P=L?W1~#BKO1TC_1Xu%eA+H^_zQgajIXic$&ZEN zZVrrwbaeM^n(?6%`50=30uorW=Ekry)dsR3JvZ#zWJtv~5+cruD_w4qw+>}GPiZM5 zLy8mE$Zi_7=rr%TYxd|48vwFp1eKLu*3hLVhyj$UPIxLj zSMWM;Ad0BzUWVE*-Pl^>-=e9p6p4R!snNTcWRP=uYV00+b;xZ5lu^uui3R;!;xtyM z;UqgG`a}o(LC#l#k~H6uMGZdYX}%xf4$C)^R^J*)-U*x`)}++;zQHbz<7;VoU(X*x zpwezc)cuxJ{cARjdX^NY9+`=&?lsQU>dh3|#b8w#J%>=vc&UiJyI$>!`YnRYyIo$g zVc`di{v$H`nw;|s-Jj}7oDy~)HOzY6I7j4F(!1h6YTA%DdhVmvL?3Nij1)IQeLtg~ ze3YW||JSUe6nQZ?sq7NPZ9I9k&x1x&YwywokJmWeB!XShdj-RdfGvOFWIYpjIJ{$eAl zFWsOPi9=pR5+T`!)`p@8{N7AgDm?n^&dnbTgznJ`dh}CY^vZ?()RpS|xGu?$npXL` z%j&LE$iN2+FAvB|oL%3qrB$$htV-zh^|eCBcB@v%OZ*FGD|PPK@~(8Y<`2G8S8D_r zriONve0K+nL8~)QrN@clM`i0 zfI{eGl#bTkU89~PlRa9 z##4rHY(_E>r*RF&>Zr+<^)!7L602p^@cecrO375d)JX7!OsnSoW4sz_#EJml7^O_c zb1Zk0+|`=tV|3d#$XdReT`O``CgHsjyG}c5t%8#mvOLQ^R4FlkdXP%HBktqd#t!<} zVaWF(F)8RdfpTtp^-PtTT$+xM?~)t5kztcK6?3ZuII3JX2bo84ztdr(q1CXQ=9p|*_VB8x2%dNnUFW2kb( zcCS}H0sUm%gU(tBUfHPvnh!1Ey}^-6>+F=0@fZ4pf(^dr`1MvPuKJM?hs|jb3YY{_ zxW-D8TT){l51h!j;qA|EyIP^5@`RkBDMRse=hCg|IC7zI1HoLRSN7NEYl-csaD%UN z-kCT6X*Ug}$R11CtqG(2%*b=BZ;X%-8C^zy%?eFHkbi22F}PJ*BaZb=sYXzf==YDi zmEP~Fawia?)|k$AlBBuIRL|Vh8Z7k@NiG@-b#7=z-sK#`ON%ss(t{9vl1k0myV|a|gnM3hGW@qw=LPU3CUzG$; zndtn^wXI=oi%MDZx7Doz!-7c#aqLBNN>dxOEED1idL1pQ^-_-eEe|~KMH;a}?;op( z)2u}6lkIxgNq>GD>D#H|(L6R=Eig>=tdYTyhk8N0$B3N#SQMcz&1mtRE7PAbE)zIO zf{Hp>`Fogq!W@(Dlxbw0E1fnOsZ$Xz-V-MgaGm_BJP&EsEcY2QH6Tv zy1L8UWj^j5ml`3DiI$xwjJ-l!T45=IlW0qvt3Q4!rXcKOeeP>QY| zW`BE)g_#@GNlRXO5K%hwggjhCZ=c5BI)ipGXrRMXzSc}6mzGVy@4|i4E>rne9k}v> zN79{*q*U*9uLq~j^|8K62o;*(i+#y1e0AQeS~f5^w=Qwrl%*z3D?MGS-|G3(y4g!n zrFgTl+t@nIc4homRj8v@lViV~oOHw@g+@x8tbpH$E^==lOQybXZ#1DMZ#`jYnyj;) zSnqgMt^RWNTQSP<9SWcPIF}2TGBO)bMcUgA6sqv(i2WAdSC7<_YFNt?8WNN zY@O6ayipd%wH2oaTda9I&`P9-dj$D(m z{0$@Xr<=~~rT*@mB>j!um1|i;Y!l8tUlJgtgrz||R#o)@UkNFVg8eP&FOV-jv0!bR zDI2#lR1*rcy6p2-mXY+LV|@m_^XHRUJn5I|7RuX$Jgd$TXBjzB+B}SWejNfQJwZ3b zkX+(0oI&$ILM5<-JVV9*T|V8={Cm~zGG-o+X9mW;_si1>C2zFXFT`zjmA}hhyu+oy zM#zJ6-K)8pKThE@GL(jr6DzO3IDmOIP9b2+ZCMxK*)+1aF%XCI*lu>CKftY;JR>f? zCBA(LzwM30OZrmcm%XX*+P+-)sJm2n6&xAaRW3A^3&N$2PxZ#)RdEc2a0p((Tbq>& zjX5N9VIYSedXkdlrgkRw##ZDQe45{Re3g$1AqI-4d>}`F!AH9@;LRQc9THamAt(aO z$o)|GYXOw_eP1fPWx!9StQhFwg5;uCxiCK&|GP5YFhk_mYE*F4zhn%)(47n4^MeE* z89*rj`z00P*9Y>~2m05?FNv|gB*s7T3n0Wo@f`kg1lXSJL z2%%8CLFg4g3x~o~g@zpx6vO^ccos&5cMM14gZwB7k#Iaggz({mbkKiAf&LQZRQOL( z@CV`4f7p!zzZu3!#|4G{mId}(4^JXw@j{VQ_~ZyGJXB(u2ZJA)6|WNUYejS< zHNHCh|DHfW3x)ksI286%<9c{(WGDd=-x#TgPkX?CKNA%Wd@G3h^^Gc;8viZgpNETe zqx%R2ez_tS_U9%5Mg9K#wJ9zr?DuyVviN$;fz63ufdWKCoIU{o_laNb%Y}u+1p!~l zfB6cq3M8(CfPjzumuY}4L*izD@2tP{1FZUU>%iyF-2tD7z_Ww|ug($@@*XEbps{gE zB!p*iFf0ni1vz|i*>REoyudkqc`O9?Y0U6*B z1pF`JPZ}C>RIPAG+$1$2gBlc#{*T-LUiaq`SOi!m3|J;;95)5wNgNb?RCRD5_kvac zf*DMMgQ5ryg@b$mh`aybfr9BwS1P<5{q(LD69L*(g7#s<*9}I~D#WWm-0!Igs<-iM~ z|APtU5F;GE{)q%Q3|ITcGJ&ORF6Au5| z7Y_9ghao|m!F|!9Ega7gFG0C0+muY5D?%6(I_wt3-&FbH2~JU$ z_<_JtSg_qum_sP|w}5B}0>$++|NW6H&CuqpjZg$M`=_1A(w z*TWokNk{HOgU|&6g294H6i|7PASO^K3QU851q6T`h%pqS%UA0N~V+VNKKhgA0 zi2`l}g%bh*V<6iBCegZN0;-J&z&$`V2DWlE zF97fd3l`2eg8+9E2tXR}dI0eHKaUgt zw=p8Fkd2T5NQa;_jz9v*<^T8pb2}E4=m0>B0`WpZK-didWDJnCkcgk|bf}Jh>Jb7c zDIiTE0YH6J7$gi-*MUlZI5<0e{ktB3od4PQ|2Kj}qW{?3FLNM}Xi#I1K%&5T38(-d zmjG%b$R&`N!@1%SVg4hFqi}zZG7g^r5H<)pBT#_zfEEN=Ob`vg&LA2V334YC=2wyg z_Wy^v(1)YCBT{3)NfP}ZzJUIZ5&(>SKmr2iF@Ms2>K~99yc0C+@80TAGeAiJ*%%E+ zf@w%_umI5Q54-=|B?67afx{V%{x@3w?=(OK0NEY$AN2?W0Zlv*K;;KHH3t2=r2GK~ zfM^1T2?jiYKwuCc)CSN%KnZ~XT>YpyF-O{{L;WK#Xi%Sx000o^VJy&HffmGqF$ebN zy!&rI`VZ6wWB{xR$aYvbxTXMz3Y0*wK#Ox!7;N0+8A1kA2n-BcfMWBf-yI5vz=CHE z2mpT_T^0%8FHl?ntk{9{34wyt1azgK!UoVl(gL{zq)wm~!;Z!(;L9NALjqai(5Vj1 z_fPx+Fc#FtAc6k>XhHyJU}1py?$HDTbj_eD3zUXG+k>Cs3*WfUFP2f)E!H_Pdn^ z_W!T?fz5$-0)v5I7!n3dYL0j=P|!dX4GBYlsv$76_{%?j>K_S1gP<8e1C>K090k@4 zFdqe(1eoxGv;gc4Sa9e7I03X1piMfO9RNH5jvN3x{x!-LVqumq|I8FoE7?^Z{91a+ifHZ>wCLkatzj4~15rO#^V*k@k z0U88{&VQVzA<^LDFC+k~K>qO`unGv+qmhGyAOTzjQXv{J-qD=^unOd?0PX-e7XTzd zS^&ZwbRW=Cf(Cv_3=r{08Dqf14kQK+HWLN~!uG&O1k~XGTl?2BalZi~5(_ByC}S-6 zj139Y9FP_;;4?1Zz9XIvI3^I;M>T^(V!`L5NbG;4U;wg%7-NB1C`f3)t&h-vxiP3x z9?qA6^?uf$e{(eep1@iF4|RcuK}`h;0t1~qp@6gKqXMFUng74OfctgijsjYPqYek$ z2x^&7z{%KA0Z|Y%$nGcz3N(2E?mPTTg2UH88%E(E;L`?R9uMkVfU|*rCLsTx(F1d1 zP{9Idpaud3Onr}<4sg|QH{B&4K~ZjcaZ z@gMZwUu7=Ov(L<&{o;Hl-*aZQVvuZPkSt<|7>Yn4VUc5;zix_%2$G3#Sge#3w}az7 z6C-O1*W_idf$+1y)|fbTW&SB0hm|#;pUM$sH7(T~DyFFYXg=cUsL5So5}x z(v|j+s)PB9VtIVFQ3~Dl=wFbA>k3s`{9; zvBoz-A-vO5@9kjn)n?`n93QuSnxl3tul}H-l111CHc;(pz+H=xzL(b$mL?C890 zm*gJ0t6KWysNLdTs)JPTOWbVis2t@FpR9(d!TzUSC4*3j_|&b6j=t~adT-QSse*T8li%Xgo8;0(wzK?G<+8qw z`8y4L(qjBzu3T6ku!6C&x6=>trSk6L`((=HxFT`Yvrjv+Q>_z6d~@NO-aD53r$fDM zrO@3my$9cS9`pQ2V$DytEPH;7kN*h`mvLD`{`m7JDbc9no`u;G$*f`}g#qZX4x)4G z<6j;$KtJ1Y^k47fu5%!}MikqdrZ!-dp++$nNx+r$RB~#gm;N_c|Zu zDRJFO4Qt~*W0-rC0WSNh<4Y#?V|H)fz4B8#vr1ijFh+MQ&aQ0k(hQWWG$`nnQVseR za+S&yEmnQ8qrmUeeMvgbomByHw07~SH0%Sm^H1*9_@AVfPbMAYT7wwB^x2=rRhm1a zKg|aW=rDD7(Mxrhua1ppYka>&`dNB=fA!;!S;HT@haR-QIEp*?YWSnC5BCFyd-HvJ z`dbS#GPT!xcRu!7dltLUQrH;o#`O_tZ-c;qqVetdg}f@{l|~8|U6T9unH+P`*H6AZ zoo894VY~+4*6buL{!-th{#>pw7A-PBTykd5zavwYu*uVIrK2>PC(AsjsVz!-%{#U} zs;^J?e52Fg`}z(XJzp|y`t1~xLk^&qeRL>k+&G9(ma%RF$&VW0$ZsaWmyn`ppA_>c@ojnpRs{xVN@zkF16%JDVn@xIzPF zzpJHPTpc;p>zjhDvR+?NSv3f#AVP_`KM1i7PNA1&9wef?siCF0GTieaJy_A5OYTcp z*m*{+VmY?d#aHbECf6|Xv2`T_lbIPCy(fA_)AZQ49_+r&hc>p_zbd|PRf9xor%+Ty z;<(B4Z<&$Oxk|YEqUB2inpds~24?han@}<( zA*Ob-7oX=gdCvQE3C1=hCTslHGQ2VKj*qv?tel=7`Iu$Ln- zb_$5gGEr%`wa}uOvG90^kHmg%adkGD8P&_LE#&-W61#c2k=9E8oVR+B;VJ2-bmObF zsT6akf>|RCX}vF{h?cdmMcN>W2Piva($Q4~qiH;ykwvNJ&wKVu?bat;O)nFD?0K4M zcz8@>&oSDm2sgfO$=bee_T>TjBbLpqC@&U|K8Knnnklr{8Lid%;~bY7Ia;{08pRp3 z6$&1W7u?w)ilZ*8A$`G`MM}0ls2OB-#JupNdB~&^O#5X8{vb~5h4LvVqtbO89nos15zejv-^|3!hf>miu zz1aWrM)We53+@xa{Dr6*EAvfyl19PDO%cNimV_dVDPt!YpNDi`z}7q%ahSS)FX>4a zhg|LBgzk%dv9vYG?+h0nj10Wv9^wrm`wpLqANlTIz9`Xiy+M5B_2YumP|vV)T!yz^ zmOw0BPx&&_ZqmK7Ra?M@Qop_a%DUT*vqpl#h0{ua%w%l^#}Pq!d(r>nsx!@_rmC3< z4{25kPj<%AUCbg^mE1QuEm^0t+E(^k9903!$>NUsy$nJR6;CnG$-PlxVdZF4hpU#I(@|@OiD3uv*MmSPm<#`t^ zV(&pB#O}PbhI@J+}^pAwX1(a;-JG5w{xR$StU3O zf16Tehs1ovoz0CRrp4?`8ZXC>=a5ze2fS!Wq#67ZCakFCCQnO+@w-m^|?fRbKJHL3e0*HGFt?% z^@S;)u)MKKw-XiFrY~lZ*Y|77i%92WFNlD8QVMtVu{XKevA?9u6F=QtiwIiu>EFxVql=DwV#3$z~6}~husFmqHoesKY7;?Iy*qteFwCSFl--+aeWnRf* zIn#a!YR`|8TV8r!(42tGdUf@60r_KJwRbl>=EdG5+2OQo0xQx)PmUT84#K!4iOetC z6D&w{o{+m1tVLUz)s!&F5dNT@{I(`~!av-{mit9w3(7l;;)&+kr3qpOQEj18;wYSc zTM25Y^lSE@brIgyWYpob|ICGb#XXcHkGq{{gX0C~r7#BTx(fl(&n=~|xm!AB=pinP ztA*&E8W6&{iNRoL>i!yxc`i`6wdiLb=2HPN8lA7`+~|ZC!Zzn`%Vt(SSb-Gy_%}ac z;D{3MKO50WW4`Lxb};dQ7%si0+BNr7t2d)>zK~+ZsHUKkTi76qwa9aV5alGfS2 z8e6-M(+A9m%XT4Y{$u3(9}~O|BygEk7N>1-ir!qf-Z7e+O^VnTHiFF;OtKQYbLoY$ z-`{%s+S}WHz5TA!9GtFnTplu$>fc!4`{FM*lJzL3|77!3N621X_4M7 ze0zOx8<)o9CB!$G;SlAmaCWvpRan=UCFj%=h5$w})z6lBnP*CZ@YKDeY$3aRk9cJh z#uU5XE8bWx$+kYlZxPc4Wo+Z%H}X$Sy0sXu{%v&s>*gY*TVYTCXw#mumq}!&o*~<8 zXz7_}n7+OWT`_m1uLdtCY$dBJk(ZRN*k<8obaX{|1z+fAE+^5?PT!eNEfLnd zE3`Vyq?`Kel$K#OZsyCVySw7(B_cN$4(wpuKyHSL;LS`g%uEzMQdwA0!Oeyi#&xfb z$$|g1J@jMgm$a|;izQBl2fORi1_wREJ63(m+VeN^;c6u#f*-F23WPd{{_v@g6{v-Npn} z_rDgDm@!X@Ji1;{)qJg3?fL^|i7Ijas=kX~mS=G+`Shu`U)63&etdM|U8zL%*w6vX z$?+vwSU!=s0I?e5Gi9XJ(rT!O&$aXI2C*;Wp+gfm`eVGQ`7VPeB&TNg?oJ2Nj)~vX z>%LykK&f8Gu`|7?!c(>hgk<_aRt#eOLo@!|EIE68^9 z>33JcaFbJAcg<#f@csqq81rN5=Y4Z-^{H8PVO?-1y+-^(mX}w3&Xak3-HwQyCrNBP z?;Sk7nD@DRcjetg%{SGD)x}Uz*_+Hw0p7LxB-N}PF;sgMerp^k_SVmpVwj0#7=>7q z&lMGR`PJ~}qZLaK*1Kl|Tq-zmH@spM^oj)732DDvXp#zA)+i9(zosU-doAOM^U~cr z*Imv>p7KSY-QO~(L68*y*%b?7oj9U@eaiwrY_dA}?@bIeMW|q+o;M3Eb(9!YFr|b89 z1jXcpEWeqYJii%XXLAD1wWE1D=LUbAw7lcJvn{#!A<9dR_dG;{RKt7X=B75YPfL_n zQU`m6AzXUPmpK@oA0**UN?<32Qj+aURNKpL)J;>QB%_>TJ?7a&EAkxg3Fh@SXZ851 zit%2RD36Z+kWP`Jr*wt5^!1aEOI>lLJg%m3!wvQ497^lkT=cN>A-qRAQv_4Lhrk#7H04Xg6$XYMK?V)P0(pck1Rnmk)gPC>lW z&32cxbIZCN-C8hfi}OoVE!Py?J2{cYFZm{`71?mUA?|b`Phtv`I5g{4VBiaH8QRr- z6E^SgTizHT}6k-qZ+b4AY7-x-pS6h?nyI*Vfj>&#o z-mC>v#AUTsR&%DHj;SiAU~hc^XNF(+>UJh8@dMo|-R*?W&#t8=loh+f&bTGEGwpdv zvq1bB{ZG2e=`~P(&GY4-V?VtT{5+H_&gXv-PJ4IIp?&S3&N1qBV6J9J(P7>|@I!BqI_YMg77pZQl(?S(G)IlAUR zNzhN6PV+nz=-~{$IBpTMvQnI5^it!ARCM%HS|sm+yf6K?bj9G^{@k-?2JI7d~1=<4CpOjxV##E5-Dhb^Py$6ig3J{(Nx2>SL zQIUbmys%}U%P*XH0XgJ!IYKS-g7_&Gd3ndFa-+0Iel8a$>K7AtI@KCjIMMIM1-ywS z7x-7 zQ#JG~*El9%g(h0){o(ruHT9dmYCX@IwH1ZO8-c|9>O zjk{(*xAXRkmuEs9Ug33{XO-Id{FOXPl8ycDNtuS2mS>-)qU-4vO50Mu9ht6;&U-SFZq&R4(J)W@t&( zocnN-^`jgHNM0X96-C0kO=6wm?`Bh$y~l7=gI}NP1~!n>cMY6(ESr=@R zLl3{C_9&0miB1-FmEE3FvGXx#FBi*RuE znRfOSxDaGeRfzA5@JIV53WNI->5l%@y>kAwGE79fJ;ZFvC?X$@wRH>gsuEo)pX4Vijv#h9E$Gcze?k?FRJ9S$*512T;yN7S&e?<-*}(G zH_tG713q6?+-x8&;Ht9~DVebOEE4xN-mU0NcTPX&qe*;0{cKs8AWDmVzYgs8!6+7j}&I=RFz$)L&dVf5o)luPFsx7Od z4!y=Kj%t@RXmtIuc1s6NkWB@#47Gv~WYZa;cuV7tbq7I`=!M~t(K<=NnLW4oa&+T*w8rV>4K0bHmy$H@N4nk1Dayyn$@X@6aGAMv319v`iI?63kUsri-8Z z;iwRGqDcAC8NM{F&Xh-ErnH4N9j0wnrw!GaXtY027suWTbgeycjGp#!U7lCsZNawU z&r+=x9ZDr78pN*)^J><1rrw)>R}I_KuISos&L#V5VB+nVUi2A97S+0iqibLmmnA#4 zpfg}YE3OXRzpvq`v+UENj0&y0#42v?k$U2CJlB&YHeI(J-IgZ4bl(RGN>XTs6{l78 zV)smfAfuBsp7RG+2*vwL)uycJc?8}#KjlA;+$k-7&vQp+O_ZuS%M~-ZQzS{0D*E=7 zuCY{!^~FzgR>@m=lJ5!hp5r>{`I#h?y$QES*rjP%_pqzS%)&q4KgVL_!hUfR7GS#< zP2bhrEH38zb^F$2qARS>9^pJE;Z636@|N%rK_8|%!c`GVaG5JT{#0Oy!7&x-vriAM zl;3|_qjCQ8*SIW<8}$ux zH2nHhUue(WbWwlX>8-CQKm>7!q!Gfh-^V_% zFh6db%;0iE5p&%5tXfg@X@H)8gVUHdou(M4op)RPftVA@VTb`YK(BycGC2&$r0S zH1MW`k_@TG`W^ksRU-`1yx8Qn}v7T$BmH@}bT z`}UrDd}5lE`b`=?=gHbhpBHDH>vzVr(=M5y+-d_DKlf!YNsBR63J%Q;)t6kh>t-@f zn}i*dK4m-Aml3DSBawF9#?c?`MzY`#*z<{m)xI(C_U}79C`FY_MYGlwAdrN9Y^cFh&U`zA)p2MmI7qgh4TbVC&X|5WJxJ$P;j1?VXQ9ow z@ulg8m>x+#koFiaEhfpn8Ah-Sw^+v;$qWul8sOq3`Lw^Ie`LC5#9Re7b1c5CY=Qi2 zK22XdtDyWvs0^C*$?lHQCupnKk4=Rn9?Bj0ucba5Sv?ds#rJ5Oji*odcSfm__`Vo# zIFm$$jye*vemp=ML%xSQ>i} z)KTMP8?~63n~1wKMxPy+0}gsoM5L?e3|ZjX~fANq;=V!-c4rW-Za@ z&I-`6xy?-4xWZOPywAysNYdn1g(^zFCl^e{wX7Lk4{tfO><}oiC+8tM^Kn+R|M@w@ zxd90`k^7UnP{$qKmB`_*)9$txAQc^E{iPjkl#=l%zW~YPFStNivI3jnN24x5Bb-?g z-kvVB2$`}}B&pP=FN{(g`FLXyyXrUZ-P4qFKY3Z6AL(a48Tz7dkJfkHs@mJkh7aSS zjgvBrhw;j{!MG>k1Nas<}llsO1h5OHew_oUV|5-_SjPN!_i#UF8&-UQPs=X;L zT$_=M!z|WSfq2F2=6F`_vpVIh;_|BE@P^mhm`P!&_H7cb!!I=NwlyXUMDu*tTDQ+8 z6TkSG*OR?1VAa0-vK!(HZw^tMb`;He<@q^BNZ6_-5O6FG15UVQPM#Lix_$WKRKs8! z@7wT2xhX%WoFgV*`cB`estu9~+}gW*moz4#Q98Dvq#5`!v0jca8*ffQS$b>6F$cj8 zQq910@7d`j+t+JvdLB3Pc#B~Bh-DJ2q3yHp#d?yZdn26$bwlefZl!;G9GN?T@x>i5 z&OK4}^un2{8&6d^w(Y(lW%v7hrD8v4b$Z@&mdDCw;(eGRj+PNM-AE&#hwD!x88LkT zG{q}U7U_r7D7||2FdsSC>+;^R)g*3`r|P@cM**M0gFX9*yrOB*PXoKL3s#fB=WFbO zo;-3v54hJ`j9nPsPZYIz*51bAHvv58#oLu-N%WOvWxxL(yRbhVo0vNDM&p30Tp?2A ztG}fx;+I(Lyf())R85_=6Lo1D9WQPRR}~eU=bq?>4{hvj45sB?g&lkHgi-kp4v4I_*h)oj2PuA;(I0cnA5VeUi>GwYrd;d))#YR2H zp|zq+{;R`v!#6mZwln&c#f8f;8TMpvsyCQLwKp8o>@XDk-^e%kZ5GL@{DkaHPtEO$ z*wnR=dy$Zgrz9?`?Fq&`v;Q0way1u2{nn?1>CKL}K4~Q52g*JNHB(6@;~~DVVxwt^ zNrAV_E(S()`3>Q5YtbhKb0@N@us1#srX-t~bg4J+@?HzYDJxk)#8iV5?G=NWCZp&r z8+fy>Rn$c5%oA$emS>KS5^gY29X`dJLsKEM?%24~YzE_%DH?9})hla-PTe#{`ShZ{ zo-DV3RYnd$7)}?LyEL2yELhU+;EEtKe_iA~Ma4@Wc(Xo5hu}+KkSvav2ZDJsdYTIl z926CqW~1nFmhHfX$szb6805Q_otUyaCrx2Gl}KT8GNqs<=Of@gGbXc64;B5OeEeZE z!_7?PFEkQ7@_hQSoEI}G(Zi0cMgA{n(9g#7gU0f^136{dr&+wccj#`vYKRPT9@BkB zVw((?tz65ln`+J7Xi0gvC2~B#$j&>h7NW^OGl>hzZ>(@md6n<`c%NMoiAHV45qJ}nsSfMQ@p)bs=b<^un@0IB%-T9?2 zm4m;Xzxg^kM6jgllI82ff=-WO=Qpp|DlrzXSsEf+V)#DPJK}{_IxDV;MSYC0Zk+#Y*NYayk|o;gpdcNh_UgIVxO| zy))lRh()11kC9K<%F3#n!50>(hdVODL;M8Nj6y@Q6PMLyC-ok$dMT||`mK8fN;iEo zA%O9aaj^X;l5drb!wo;R-j8=Y-z%NM`N*jM4d>vqk6LG`GJ;qmT28Ev2ys6r*gbdO zyQb5ZQ+mwSfy@nOGm4dRtnfnIy;t-GSNpd6D;?CcBtXMA4Q6y}b=`jZUk35`3Y&#Xl4`|4e~z!@@ZE6J9spVh@pj>D^VI%vD@JQ?R54GG9}NoZ3>+|flRSpOKeBEUNMWS zDke2>Q03341)dVA$B_<^O?JgNY6CowBBx7F(|l&jkC)6>wE8k4JDb5XF;;$wpopcv zHJdp{0b_o(E(D^h?;241Zb+m>jp|%gjlO-d?CO_CRIaUTMru+~ySH3+i5YHJSus`G zD}D4=HGFR5;QW}MBztz^JFA0U3l*GaH=gRyyERs<2CxyO2uhV-=Sw%QthRc_!yI=)OZBD)YqC>lo?0{skxY4`iMDTg9ty zTVwpBo`^i)2-Bc&i`t`Md#GwkT49*;UH*)Ip_i4u%(FxYot`{dYm{!lIwQ+g=g6$)Zsr1>VouLoYC+wcR zs})pJGLd00l6YiIh_uRk9$9osX-Xtukdr$g;Jgggl_`;i;}=B==Qy;2pt5w7o&}S% z(9(#aQ*4{ZpeW#))N~`1dP;=XrYV7W;(qdU4oiM>>ggt$X4oAWk8vECc5$E2eWlE* zJyU2q_8@i9)YwD>ptVKUwch# z|0TsmN1?e9OS`^r@u;nfe60Si&(v-i`kkR`D)+klCeZAdIP<>CIRo!d((#&+(B)LS zvPO0iccAt@exW&Fb=$v_MA^fzwdua|+hMsCnyG>9{&9x99Sn_w)Pn>}dmiIss)AXQVaH>Unf-;8(KJJUv=Q@{=X1(izA?1F%_zPo@i5r^VHr;06H95sPzs-M;6Vh% zIn1LH#<1@8%?k}O>!_+PUwt6+Ea}o!c!(f|jGF#}(HobluS~tKLTBrPZ2Ns>%NWQt zs*TrFh~5YLARu-ok#8ciQ#|O7k$j=kXA+ch%03xd0T=KaMe6i>LH9V@szNG?&Q5}__OC(mSwM-TCTzXl;iWV{XXL(WkD!XHrA-T~y zH;l91-@G2BDXg!kl9trry>fOl#y>Ns+lg_%qvck zZ^2?by(y6G`^=HI*gxckDZu8JBB$qa`ie_h%?$Uk@8Qeb0XN626T)g&jeN9Xv72t5 zg+>xM)bTK1g=v_jKxRV;Imgm?3Ar~#QsJvg3H?<=S0!FM{gmPP$5L5ui|-~9sZSlS z%q<7t#Gq6iS*$e1fx1pc9MVw_R+38BQ5 zRZKE<5}-hh+uwZR1E~!KYO`$$3}~drK5ktqOTCykGQY$3w7FH)MA0$>NjLhfgJ`Wn zicCSb&q2J3h~d@9;_66r>SOlIxo)o;FZkz8$j+MuKG6LzUl#G?qovO`_pZQCx^gC) zWw?XJ6t^eJw_Tr>kNKD-3#S*2S#4G1f6N~p7@(JN39DS=rwDi_Kn6E3@}osrF|PYi zD!ay;pl68(1{lKo)imtR$=htYz6s=i9@E9OMfXZJ;n9`%-u&mLwJ`dpU=O@<#z-}4 z-v~>alS&>mu86Gexb3)!tX_Oko?l~jvHBt|O=n#yz*&olQ_~`lgl&*kq#~(t&|vSg z&oF5~pl-)nkKlmft%(2_L!|9~5mA8P%fWiIsi+)o^_V=>j6a?wRH50W@BM5!(V(AU z!j*MN((fl}B>JO#X?i~y$ZAb=3Y#lgZllObYh`oZKlD`%Mv|sz3e!mNW>Yavr`56J zw%&PMz1JaFK9M&2KFn8D_*ShfK1cGaq7+_HGjUoqXXc$rFS75<*P`O8gyyy@c=FNV zfCSd;wn~R4k7~b)y_wNyUmE8bI0w0Nd{pS8-jgh%R2H(bq>@_C8iviA&DxzzV;wlI z)V-Efx}uU_6{!F(vGtAC*+X4^#ze}ogd2<@rEv!=I=xnwdBB(^kuf;5A#bX_1}Qp9 za@fIAcj(Zij9@FZgDf5GCR&R zZ>AndWAj2S;Z|tU9Orm{6=poF?(Mz6DPnCZsrxz{L;Oum9q;%b5~#Kr5r2G7s=4uu zRx?wYOP|cxRZpF3HE%O@Y#~@p7N-vh;W{N9UMX2^W-oq$iOSnd`gB9X=*4mS2qMn78W5b_=<2#4*u^w$(Ee( zl$uhW+(9PrQZ9(Nj5&5&lGI9EB;B3DTs-2w^l5g&gNPg!^}%X6Tv|@DVZ+l+A36cy zo^fw;ee!cB7wn|Vzmt7F$vW=6DMjwo*H%q=OI&;0TeGXP>}=Mj2Hw;C8TLTjVvWlz z9t0?yp~{+?)Jy)?ic_O+5_!~$akvF-7G>fiJAyW~jOFiFs$beWj8WF`K{cC4w}tvy z`zhOQNteUtRLIYIk+d=IbVM=aRTAB32~nc}6BD zR7M1Q=ULwB=04!ienPr`LYK(@5;Gz?r~D7f9y&x-K_n zQTFhW{L zOn#%*{&=H9&6UZYW1I3+-TpESGxLCmq1`eSxl{40)!LL6sSegNq5-ltS2tdl%lZ~B zdnhZsyptGzaRN75$+tEXwX{~Jk*05z*-FDob&onv>?xtNX-Ey4g6HK~Vt8Q7Yzq$K&ATI(jYQg#oKKthy|I*hkB%~&Z8cymgut=KginwZ(Z|%x30#(Ti4kd;H|6YKvG%!jVGFHGg7*<{3N`*ebZNj zdYapJYj96px!?xtm$?qE^Kjl>*SdcGxsyxQe++y z>-2Y$yj&cc5`-G5Jb&N$HXrFN_^N9gfF_f1nvYnkvDV$&7j0>DZh9vgC4Uz_zS_KF zVr(vciXdW>^~BTQo|yZZ9z`cs?^;x!f$R+SWZ@cYml>a|wRoX_h>an{g)wa{tg2rN z33A*t>MRU;>=K!&Cr6^)A)l`(lD`pRyI$OZ5N9<{WLB1bNR)`m!9U<;H6KiDBTyNl zybzH7RMf?SI;2ySRcG+?-TLH6Q4#AEatT`A+OC;)Kb^$c+ZLZ6(+x3icr|$~vlZ*7 zcTeIzPch~((e$@C-*Dhta|@zcCGrz9ea}BWiored@x&Ku#R&JXs!GzXL|!A?ceRmO ze!u10M&sEiHC-t@NS#y9V9!G{FWGU6g5p>Np)c)l(H+IfNsP;w6hTF;+@(@UXA#cv z?klu%j&E*nGLfVqp7#(Z6L6oLC8htwk3vInEJPftH`N!3(adwDERPlQzifs%5q^kE z+mb6qi29x>sNB2ozIUj(O)5hY)f}lx*Y653jBPPst-f-dk=@ve`Qg`$Wdn5=>Du;E zLX*rB6*4B8a(On1T94MVvCs#^ydpgQ5aE0on|z16ympCNmj2zzda`hbyG&!2s@4~_ zaf#i+TX&TgNIEW`whHd(n3Y7yNXOXwotfmY=k{-HI{r+J1p2VT?5!_C8~8T{Nv34} zr9Z+;rXEv-iRmBE`den6SP1HCwYXGcs+xO(P0;V$O_O$uOGT~NSFti}&7{;l$=8C@ zW_nm(C*Xz0__FdjM3m=Dz2pLeb8C}eMO3)ajwhX+LY7Evjq!VDng%b!U*EyjYPYE1 zH`Ji^R~zhmZ4_j}7aX)wt2mB7a~xVx8P(Wn-LUsF9rqC4Yp;+ptq--n+0V_K}%f#zA z!a~Uo*p|C7{iht?Pj@NF6?VhL$-3DL29_)6CN6$ll{y|0a@y?aYb=sd+Y8p(Lv(l4 z(Wt=0)g>^X57Np)NFzq&CPlTHay({Cjfw2OIq~k~y|Y#M88TNR_AWiJkGFeA!N<5zGQ^C&~083bYEvys$Azf30 z`;~gV?Db^G)8qP*{_{cR8m{hN?!K2Yh$ifYU`TAD)ShZXV5IhR1CuGmkikqYpYy7L z#T1z;{+%!B$~&K>SVI-I6{<6-7pB80wr>eiW*81i&MH(t|9GF9gDiA^WMNDG=63@@ zyWw`{5@=TwlR-s8!gm8Q3ra;w)DpZZ&!D<$f3iio9l!m9=-#ELCyNl0I~VYD4^#;B z@n!e11X#S@eJ;F4fanP{h8x1INg=Mxje#8A;ZOMq<8L`o<8R()B!oloRu2LQ(HQ*3 z1BF8hUezb)@Uh?L=OZB;fw#LajJJ!T6GCGTr*mVVzb>#}7sRg%^4A4@c+tmy@IB}d;0|(evPN{mjSL!cq9M7pUZKc8uXe?C*9elLJOk^Pe^ zTI?^bppai|;UgY$QR)942gPeFiUB`lz~VE5x$%y{C~|-s=r5T(2ou3`N73M)1Tzs} z@HGz~5<)O|l@LXMz=(eq5_lm0fg)j0K)rv>fg%x5!1RyM&=BxA z-~>mdb1ECPL0f&lIC{C{r@haizh z#R|iMB?H5vKuiO)LyJEA`@c!Suo#e1kuYSnNk8oUV%(8fQrF12o_`uFc<xuhz9>X4)<^51>zADBv!z=K_>yM z3rvH78H7Vop!MJY@o%Pa5Fp_H2Z#S51^9nR0f7M93>@t5a5x(55pWFPbwA_ZA9_as z-uO3%0E1YtMes0gk*o)0s?uMbdS(b zD3Fd37_d!!uXh9Sl9Q#rK5eb3(4weE81C9$& za7f1i|2GFnpD4hrkBSh51gi;!MuKt#kRre|4A`hq*q=DyQ2xKgkHUhD3k^Ym7DNL^ zbCf|e2)RK3uLIi=8gYoP|Fw@_{s%{6Ku{3CE=S=Uupkl~RDb|?)T-e?0t87A1Hpg} zf&umi6QQW1lMzr9IOzak{zx=~z%g*_f6$IbJzyN-SAGHZ|1EwD3JyLA5`^o3zy&$F z2?B`T;Dca62Z3WSe+8tU@`qy~APfh`0zmAyo_;C}{vS9Iph3aofEWy#iv+6#z<*#4 z0SpIT5Dm8K|G~fGPvb3~;)i4E}-tfPo+b0m3|}764KN=4hxsOdDVt0u+`J zkl(5IXXZVWKLUuhN8>jz@UYhY*G+!j0J#ncrlCQw8gMW;Xgw(Mu%Q2YJpk5$@E-yS z1%U_z6hIN6$p|=@1_v_;)Ft4JfuiBpdcW}>kSYHKh5z>mpy&cYDFh65v_ym;faLi{ zQ28Y-DE4UC2#f;?xxWqq$R7bmfM7L{qW|UaH#0B*8~-&KnEM~~B?1Qc6KEU~6#EeX zghL+1e+U@ruzdepPcR@nf@oNfJ0V~gkT)R!SO;1UfXn}??*I4?7zm172sjLcd;qP3 zDrx}XgP=A7js!~(jyjq*a1aCn1FG2&z|No(!?Cb`x&9ZlB7iswiiCh4gA5Lc-+${J zP#xe-@T2$-aj3kbqDG*>?u0;qPmBP5$OxK?0HtjN@c(iBKg|D&{{UDAiv0)xa)ERQ zWM0ro0JsK{7JvglQUD6;qwC=i{{cJ^NH_?F0pmcp9|0h85Hlz+?nfX|hrP7FjT(tQ z>@WPxKfhfJi2_F{psjNhULgRG2|6(l;6SQF{YOYg{aHW$ga3d?jRJ21_{34JQE(9O z1k?%2lmLtc)rtrd1{^VQ09*qZ4FJPHx&zuVM|Fol|3^LmpaDnKiMjMz0_#J2*0P;aJGziuq&;W$~J?^Lef&K>?>^c}A?EN12(|UkV0ZvXB z2&k$7#(}dZ1`WAz;JAV8H+c3-nozZu}n*4uJ(a7JrQUDSre|=KrCSU!ul>yPF6sVE%thJ{$2!nM3&_A!v|TfnFF0L;#gPC>y zAXJZpq5iOlf6@n#8$p>B2}6UDBNC{HLChR>Lys~D)Lus&4GDB9L3443oh{I0pq~$- zArMEw6OiQpti*q*3Ft$Cd;mabAlhNc2<&kv|KH*V%5E?-Sg^AI*a>tJpa?peK7gv| zZ)Z8QqeJ}p`*1(?e^@?&uodxhJkdA@)0MaoEh@3~)1C9)m4Dz1_I&l8q;s-hf;K?XZVnrgstt2E84fY%) z_+1tf2n2ts_^14lK&Ak32xNJXWPnB)NUSKpb&j4G=zoC@@*mAOBnpWG^%{W&(czo) z!@u8>L7{-Bqckw^0?;R@6hZz6YC~fF1>Aq84*+F>+yp>bASnPK3zQZBdjr`A8Vs@k zE&c5|hw=x2G^pSKDiLrL2S65>8F1ed$Zp_}jzNP}40IKN^B)l_07*fo1Bx_|jxlhs znt*04NP-w}y#oa5e_yixZXY0lUKhx?u&{pz{9#t83g1H zbdJFx7$`+RMhLvL1#JxM3z8NV1@Z`>BL>QpfJwvAN81NT06c-EfB^*`pnd|C7(na+ zb@&gP`9~Q-N`G&#YWfIEJNZ=*mGL;!D704W^G|F`)6Y;64lzfnN% z2Rs=K3Q|Bz41}P8-~E6JG9W|z89#pcAJBjS6~8C|2>jO5KSqc`fnq;^k3hW)6b6Vs z|JU(9b1{HbAE9BOIG}k9A_6GlC=CW~4PxL&d(jXeZ2euGALdpdl!5F63&H*}bm08| z7eCMeI2vf6hh^yzt`CdIqoDOLHXa4701b6CVF9rbFxNj0cPM{=2)tDKgZPt%1Y80{ z1Lbny7h*?KD)7Pufj(OM0>%Nnm^iW?5VoX__LqPzD$o=@G7$LH!O<=(klcYE!Ntvs S5MH7H0viP{??p8QivIx*!0_Gx diff --git a/index.md b/index.md index d1f7b17..fa93f82 100644 --- a/index.md +++ b/index.md @@ -13,13 +13,13 @@ ML Research Scientist building **generative models that generalise to unseen bio **Senior Machine Learning Scientist — Valence Labs @ Recursion Pharmaceuticals** London, UK • Oct 2024 – Present -- **Research engineering lead, ~30‑person research team:** Set technical direction and engineering standards across a multidisciplinary ML and biology group; **scale models to the cloud** for multi‑GPU training and distributed inference; foster collaborative coding — code review, reproducibility, shared tooling — to carry research prototypes into production. +- **Agentic biology:** Build **tool‑use systems grounded in real biological databases** — constrained decoding over **Ensembl/HGNC/ChEMBL** vocabularies, tool‑call verification against structured resources, retrieval grounding and verifier ensembles — producing explainable, multi‑source gene–gene hypotheses. +- **TxPert** *(Nature Biotechnology, 2026)*: Co‑author on a state‑of‑the‑art transcriptomic perturbation predictor conditioned on multiple biological knowledge graphs; owned benchmark‑task design, data curation and **OOD ablations**. +- **LLM fine‑tuning & reinforcement learning:** Post‑train multi‑modal LLMs over **knowledge graphs, literature and omics**; apply **RL** to align agent behaviour with verifiable biological objectives. - **Generative out‑of‑distribution modelling:** Train **large diffusion transformers** to generate perturbational biology, targeting generalisation to **unseen** perturbations, cell types and their combinations rather than in‑distribution interpolation. - **Gene expression + bioimage data:** Model **single‑cell and bulk RNA‑seq** jointly with **high‑content phenotypic imaging**, so each modality constrains the other where one alone leaves the prediction under‑determined. -- **LLM fine‑tuning & reinforcement learning:** Post‑train multi‑modal LLMs over **knowledge graphs, literature and omics**; apply **RL** to align agent behaviour with verifiable biological objectives. -- **Agentic biology:** Build **tool‑use systems grounded in real biological databases** — constrained decoding over **Ensembl/HGNC/ChEMBL** vocabularies, tool‑call verification against structured resources, retrieval grounding and verifier ensembles — producing explainable, multi‑source gene–gene hypotheses. - **Active learning:** Design acquisition strategies that choose the next experiment under a fixed budget, closing the loop between model uncertainty and wet‑lab capacity. -- **TxPert** *(Nature Biotechnology, 2026)*: Co‑author on a state‑of‑the‑art transcriptomic perturbation predictor conditioned on multiple biological knowledge graphs; owned benchmark‑task design, data curation and **OOD ablations**. +- **Research engineering lead, ~30‑person research team:** Set technical direction and engineering standards across a multidisciplinary ML and biology group; **scale models to the cloud** for multi‑GPU training and distributed inference; foster collaborative coding — code review, reproducibility, shared tooling — to carry research prototypes into production. - **Virtual screening:** Evaluation strategy and error analysis for proteome‑scale binding‑affinity screening. - **Community:** Organiser, Virtual Cell Journal Club, bridging ML and wet‑lab teams. From ff7455faae4bed423d3b6f7484ef795691a18ccc Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 12:57:25 +0000 Subject: [PATCH 05/10] [build] Replace cv_pdf.py with pandoc + Chrome in `make pdf` pandoc renders index.md to HTML styled by cv-print.css; headless Chrome prints it to cv.pdf (2 pages A4). No custom script. PDF link moves to its own line so the print stylesheet can hide it cleanly. CI installs pandoc and runs the same make target. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- .github/workflows/preview-build.yml | 10 +-- Makefile | 8 ++- _config.yml | 3 +- cv-print.css | 20 ++++++ cv.pdf | Bin 142650 -> 142829 bytes index.md | 4 +- scripts/cv_pdf.py | 94 ---------------------------- 7 files changed, 37 insertions(+), 102 deletions(-) create mode 100644 cv-print.css delete mode 100644 scripts/cv_pdf.py diff --git a/.github/workflows/preview-build.yml b/.github/workflows/preview-build.yml index 744833d..0431db5 100644 --- a/.github/workflows/preview-build.yml +++ b/.github/workflows/preview-build.yml @@ -29,10 +29,10 @@ jobs: source: ./ destination: ./_site - - name: Render CV PDF from index.md + - name: Render CV PDF from index.md (pandoc + Chrome) run: | - pip install markdown - CHROME=$(which google-chrome) python3 scripts/cv_pdf.py index.md cv-preview.pdf + sudo apt-get update -qq && sudo apt-get install -y -qq pandoc + make pdf - name: Upload preview id: upload @@ -41,11 +41,11 @@ jobs: name: site-preview path: | _site - cv-preview.pdf + cv.pdf retention-days: 14 - name: Summary run: | echo "### Preview build passed" >> "$GITHUB_STEP_SUMMARY" echo "Download: ${{ steps.upload.outputs.artifact-url }}" >> "$GITHUB_STEP_SUMMARY" - echo 'Unzip, then `python3 -m http.server -d _site`; the fresh PDF is `cv-preview.pdf`' >> "$GITHUB_STEP_SUMMARY" + echo 'Unzip, then `python3 -m http.server -d _site`; the freshly built PDF is `cv.pdf`' >> "$GITHUB_STEP_SUMMARY" diff --git a/Makefile b/Makefile index c84ee52..9fb673b 100644 --- a/Makefile +++ b/Makefile @@ -1,6 +1,7 @@ .PHONY: help serve server build clean install test pdf BUNDLE := /opt/homebrew/opt/ruby/bin/bundle +CHROME ?= $(shell command -v google-chrome || command -v chromium || echo "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome") help: @echo "Available commands:" @@ -21,7 +22,12 @@ build: $(BUNDLE) exec jekyll build pdf: - python3 scripts/cv_pdf.py index.md cv.pdf + LC_ALL=C.UTF-8 pandoc index.md -f commonmark_x -s -o cv-print.html --css cv-print.css \ + -M title="Craig T. Russell, PhD" \ + -M subtitle="$$(sed -n 's/^title: //p' index.md)" + "$(CHROME)" --headless --no-sandbox --disable-gpu --no-pdf-header-footer \ + --print-to-pdf=cv.pdf "file://$(CURDIR)/cv-print.html" + rm -f cv-print.html clean: rm -rf _site .jekyll-cache .jekyll-metadata diff --git a/_config.yml b/_config.yml index 3a92616..92aaeaa 100644 --- a/_config.yml +++ b/_config.yml @@ -33,7 +33,8 @@ exclude: - Dockerfile - docker-compose.yml - docs/ - - scripts/ + - cv-print.css + - cv-print.html # Site metadata diff --git a/cv-print.css b/cv-print.css new file mode 100644 index 0000000..317e1f0 --- /dev/null +++ b/cv-print.css @@ -0,0 +1,20 @@ +/* Print styles for cv.pdf (pandoc index.md -> HTML -> Chrome PDF). See `make pdf`. */ +@page { size: A4; margin: 10mm 13mm; } +body { font: 8.8pt/1.28 "Helvetica Neue", Arial, sans-serif; color: #111; } +h1 { font-size: 17pt; margin: 0 0 1mm; } +h2 { font-size: 10.5pt; text-transform: uppercase; letter-spacing: .06em; + border-bottom: 1px solid #999; margin: 2.6mm 0 1.2mm; padding-bottom: .6mm; } +p { margin: 0 0 1.2mm; } +ul, ol { margin: 0 0 1.2mm; padding-left: 4mm; } +li { margin: 0 0 .3mm; } +a { color: #0b4f8a; text-decoration: none; } +h2, strong { break-after: avoid; } +li { break-inside: avoid; } +/* undo pandoc's default page styles */ +html { background: #fff; } +body { max-width: none; margin: 0; padding: 0; } +header#title-block-header { margin: 0 0 2mm; } +h1.title { font-size: 17pt; margin: 0 0 1mm; text-align: left; } +p.subtitle { font-size: 10.5pt; color: #444; margin: 0; text-align: left; } +/* the site links to the PDF; hide that link inside the PDF */ +p:has(> a[href="cv.pdf"]) { display: none; } diff --git a/cv.pdf b/cv.pdf index d6848764d7f6cce60b0c057848d8a057b2fa4428..50da25a06881c5f154c7b1c05df8c5378f89e57a 100644 GIT binary patch delta 47386 zcmY(qWmFwY&@PNS!Gi{OcXto2!QI_m26y-15+pz%xVvr$uEE{iosV~3&71TC`jz$ z>TG6Yhv1og>Zez|)10{L^BU!=Z#cWf1<#ImP+oO)7L5J7G|-FiCZfaxO(p=JIaYK=5S< zmW}2#t;_A5Yj++f=Y~#y2jW_H-`}^-?eBrd-X0LgDcSLtZm<^!~5H& zBGKE$rjX!?zi@>iWzOu_L4HYo(I{|h@HTo{T^X$hF>0dq}6z{}=+ z-rF+M#{gy&iGar&qfQzVd%?$*zbh3JUGK9m66$Y-jcIQKR(F8l%0b>^h2Hl1o9{d5 z{jKZ$X##j(2Hx)OuSUIJcjLSKA2y>qtOUG(=UYXhSv}-OBJFkm*U@mIeXZv_`>wYM zlo7>2y6P>v&etc0CZhenExRJwg;!Pzw}B1!TsJ%We=X0Ck`+fWgbqzRrW#)NpYhG3 zC~^4~sOot9`+$&Vd}~%-D6SOW%jc*b5LgF~+1|kvn_0Pn&bH z%7_-$5w>6<+EJUU(EF3obhJRCP~A_r*u_~S4h|1hcMFU8YIk$rv}u06)Kk;koN>yu zp@tWSM)zF1H$I|;{iC=0Yq8hexAVvI9gh)*9pJ6~4G1$>e^=|;?tQv{d0n?)3!k`t z$`VR`>wi9H?CR=BKDysm+i_6KG#6?sH?%v?Sp?WU%<**zE0K?hJ6HHph!$rNMB8Yy zch3)>9oiHnjF|NB>D4p3ezxQ6QT#o{#NM+DTtu4wX*j1_S~znM2!UdYbEkUD&XVlT zs9kY)4g3HMw_0asvviam9Zv<&Y5k&=_YQ4FI*55m+!`y78uSY9F-A}FYGxAdu7_D;(`G${83!$A0 zMYlsay`1b!DASnjQDao>Pa*A17o|!Lke)`XfcsdAxm_$-p5wu?)#BEMR&+3e6)R_a z3C?PkLTYy=Eo}+SqqI*)t}OXp)NG@DBkVlvKEmw2j`o{|SyiH074HLR0@UweTow6Y zhkeDD_4x(p&;3l9p`{4}&xc*S+B^$9!EtCNJgFESz90zd3+QM#C|zMbR%KH+?Uw?6 z9&kdJsFRLJd`U7xLLHO(fefp!)MdLZS)^PEGF|x*G*V%Si^UFRSv{F{@fE5waGuB( z+z~!J+8>=TIA44Zsszdx@)P8QVU6Q1x`;V^IJgI??c)VCJeOKMPCidyXznEQhG_I3 zQ~>fcei3P)BH#DXfGN{fImbQ&wgLiZRqTa@!A0TZ3Lb>TdU)8l?h|^?1745gh2Ac% z9f0=<;MJh(?fL!r`E-aWugiC8)atY}&)#dd{a$Q{G~{Bm_2}(w#u{&J;8oGX;c}im znRn&X9&8?iXOgD+i>DY5@E~~|nb*U_!JBX5KreRu3DnxPIm~Fu{+G#I3<^N+8G^M5 zAIa2~A&Ve?CCA;`R^*f=RMg4d=EZU{(XNZ#r<|=+jXl|}3D{`5qz))6xFyZ9X~N|j zaZ@9x}%Cr%rajdf3TXILgL_C6TU9O}UcKuxgj%YQ`PQTe} z)LjAf#6FAe-ObBCN%L0grU*cb%@gm_5-&2VFqkCTWh2(&<%_Y#? zpQbq4#M&)?EE$1husn9mjav~kHWh+KbaW*iNQw=t5yRkhTmlj=Fb(30l zD90}{iYuQLc@Saj?Jvswtj%mSnpY@-h2H9Jx4d;*qDLm zjf>+;69IDD6%#&_2!@Fbj38^A5C@}R65U-a`)NDqNO~-Wb0X_~Pe3JJ;BmA?Zf63m z##~@b`h^l2Vgtl@_ZQ27-G|Xsfj1*wMmSd-a&nO^hJ3%h$)~Rd=7K?b5IuLBhh3Aw?*b*xva+u5|aiyvF`RrE3LfzMG}sqhy5ww zU0GpiaCtzhFjG)eqi{BG#KlLn&p|x)ld9S~vKBaxq&@(4$kk<%;OB%xQ)w0S`l}mW zSCB;~nci(fsXlb=rha=_&qJ7ZlMD`;LBBUYXDbq^!_rbdAg2&xB~YP;AafEc0x8R7 zCqOsLd=e>**kbRuZ^J1hbLj<>lc5I--Ehq!YNC+XU7k-nb6u5KyP&_(y7yLC|1kWO zv#&_|d@rEb*N4;Y84(}RE)eO0gYQ|54qLM65HLwy$xlrUX9ha|GKo!2iI}%}iY`?6 zkQsgcI*hr)O`Y=8JW0eOa2r%c%z-}L@Z&iyyW9PY>85fL{>v@94iTA_r3P(Z;8y!-qi68c<5?`!GbQ_Ss3!jK`yf!vdl?cTBbxkAA2%x*;Guit&rw>!$`vKdfO1o5;= ztoOY}jG76=Ld~ffrDEG7>3;s?YD(dJOSj>Km@>)Mkr`%H6$0|OM?B+5Bpu;hjTJ8BFXms%15XpspbJnykYDgTM#CIWCqbr=*cXpoi-s^q5ir*rB%3Xlc=0G%7V(8>7v3$DRuQwd=b{ z*ei|!x#%2?%4WfummL#fIq-w|pg7JOh^N}wJTX{g6I>%-7P>*SyGV?Yh&$@$y5BIc z8hGs7I!Qvgt48%pRqIdwa>vz!s218YQFjh%G9;q#GeRK3mW}x?68-02YnWFsd<$Fk24WqjBLm}0Ns2XA_XTPo8%NxBr(pK zCmrOfpp>j1fsF~hE}Y1bzWwqECc>MdsUML7$_!4ixpGlw{3cF9rzKAEJ$_=|b{-w^u-#m`QARvuZx%k5n``nkfT zncdX9XXfUux!uqcsX@|3k~Q$fXf}hfcZcR8KbE?~y|}w6ZKo!XmasA5+bhLQ`78gf zuYB7WQalTXjpDuab*y7N-smdTBTToc1X0hK5)*uu3%SlF9f9!|i+T<>NJumUBJ)Ex z;05#9Fr9LQ&PtM7UU!3Y&IU-+-gE0cp3F;4liin?>+F8Pxn6dLI)}@W_WMz zTou~y&{}flx;bq^xsUtq3GjIU-0x#6K*JqXJnhPrPD_P1!eChQ-R7H|A}9IzzOcX8 zzVGj~gGpa`d72VmIPzB&Rk*6ndUg_qZQD~otoZV^hdR4$bvM>h-afM8{I_nZ1#JPN?Oa!kO49ik)6 z8|^=uYtf_6!aQu?FCPGun(5;_joOcL%R~A?f=2vApU1WA4afc<3O&<|eTP<8r==Pc zV4-~KiGZAlkk7QO|AjR=!<21hfI2jr{fTfex%Sbk)8#xHRYhW~Dn};K*HZPdy!# zzD(oL>r2>J1+B;uPD}&e=A%??gmdI9_@hdf6>) z!Y0+G)3RDM;m9lta|^~==%q?*8nWUG=lWQpug;c(+$iGhe*qIOcJ%wk2hyy zLi4>Zt2y6$J9t%q1{5cVFHX40h)Dci&iFjnnz???y1Gk_`c%hPld-qtsvVknTeD(U zC-Tm`jI(vzHmUrP8T<@C2`Y((k-m7u;A9LPFO!9K#SjdEy2rQPHf@;*=CN&xJ^gqK zvm-fwTf-0#YIkrS@>16!xy*tcE9EYQiYx}hJnvYuDQ@NhG8n$U?{WsM(eb_vjeqL& zler>W2uebI4|-QPfe(pc%n*{xMiRlRAn7{aw#BWa*XGCW;BI_|U(lhyjyDuS+h-t% z)QMoi#f~x@L3#R3n%myF3evjbum{`X@5TNk*}EjT^##pg+Hr#W&9$%3@YJMI(Ir5c z-!cUcWk2Fq`!qo_7vqSL{|DEY)ytz`Nbsn*PGU3`Yl{Co> ze0uHPa3C!oY6?6wwID~V4*1IxvcKt#+asEg zbp#&Mhe%w{t1z<1-s46Uez|rL_{mVDT{ss5BU36ZFYHp1O7{%bdqd*2g-3pTCnKsn zd>jpXZypUB*gIKJ3iRIUUGdrK_1%a>EWhuEp7YrX;=TGGeI(!{^2KW_=tH;IUH3z; zdT))eZC%lHiDZlI*!0J$JxQ#{7r)Q4NrcICXiCt|uB-P;`I(4M_Q!rx6J4>BaI;pn z*^avY=`rwFAG5-lcWs5+y4JGgtIIF@(`f*B^d$0SGbB2HpKASxt+~u%?QdTNN-hZ! zhPdv}`$;!}$TZ(^ED030cZn~C+00fSnLZG-`HnO`0d!y4hXxj4fms_Q+2c>QXz6EJQ1Z4f#iw z`A0RBKWv43U0Q{tC!PGxt_0mMbv`|?jyePx#ek;i+~b#c>;`MM4A&9p?jr(&0%VXj z;ynx|p|{bm(64y?KW$*l3%DVvP`rWApl?poNM4c<)OyXM!*#&01gTJ7Bnp2zohf{6 zQ1;k!u+xT1EVt7DO}U{LIB0Fq>MMmBRVM*Vy2jtE!7Q=W7`2Dtn4SUBsh<~A`*Juw1BfAY{k zq09~nFCbWBB-51KbG^nb~SN*HRdBxFe z;kT%h{i{Zwk4kPI@cg28s=UJg$%lQE_?qHvDpXANA%uSwX~>>w8a~o~4f}h=6F=`D zLj7g(BN_HTWD~gq9l+HZKq)7_eoRUhdyuAGACnT$+d};8p$=iXeiaoy+xIi)H0-2r zw62}72gBa!!9H>enQ^Brg~|`JAhM06hI}cMO*v(4jRhfJCb@ZrKt)EvX`H!3~7=9&wy~0;`*`ZjG1)`V? zDeozuM}FK~xIXRyq612yAkeVblcw8V_uwXZpV@!#CAC`D_yz^VF+2Dsstx09o`!yy z3}36Lq^yWlitUX9yut}?5*ljL+A?$J;7TTthY9IDG^0;vZw~)!J&>M1(%rp*c$qed zv*V&L6|O(k!qLR1UEe8SVpNZNRt~W{gd%3z|Ko;X1Cc3RKnz* z3$j5QR%MMF?Y}RnI|-TKB^89-G488Tr}t|k>o1R94g@XYg!YBcreG)h{Q9mbY{CR6 zW44Zu!1j(3B5f}dpiD*QJBj|Ca6x)a4 zup5xEkvoUsDDeo!bJ>95@B@vkG@>|;*!cyh+ONWL?>7EpjK+axTSdmEHwTQgSMp2J zD(g!aw6yZjxGW!$w_qp?$n2G7fb`1B*HU{W7tPvQnb41H5zvVIq#bCa9DVDEzFak0 z8=tFessn%a0P;gi*-s)FxV6Bzn55edoz<=k@6+2sA)Er;Z?#De;c;5Q~itHayodJe;IoMlASS0lkml@KtqW< z;S0EpXy4hV%Eh;o;N`iF=bo5twBq(r9-$Ry2RgdKmGoyE)wGZ9SPm~8XUG7Z{Hq&D z?IV0a&y|~2JC*PDZNzTC8@J+E=*E!~5fQEo$JsWS8AXW@QVhGVQMD&%R$)5h4u{)$ z-m!O9a~I2~bJIxSmjhYxB{MdJ`)+JS+ruKqbrc#Hga#F6{UXoEsKMHSoTeS3OzSnQ z*YZO4K z`ty`>(YnMw9-snZ1G3JTX{N1f>etdUG*-1E85)%Wg>+KEqkNJe%FgUU^sQ@}f1e;A zfvZDkIIHtc&7QwZz^p^?0@llK1Lf)|{|->IKYbC=XA;bygqu1JUQ%swGw`8pQ~z^% zrdxowFiWJiRy1FPVy!sWspK=;Arui4x72+0A|hevI-c>7u8!>bIr9ibTMhn2Bn~@P zgpu7})~|)s8di$I>BkJ4==_^eZ4{4wKw#z=JJVme3K^%*R4M%5{uuf!-+VqmA_uCt z$V)$sPJt|x!VTVAeF_>g_@R5533o$BD?B%xRVv!UQrZ8mhw`1WF~fMdg8dpjQQCtRON=~b2-=A;jx>JV7o~gCslCg~5>4J6_tP-p%VG@$sDc|<81D=eW zIvk-&FxWnK>uBOYa*24a9TYT=r3ui$2Et{(VyxQguz)+on0}77QI8%F!FHAkNB)NY zbeKSD*u)2e9zGg}7Q;a)oF4>p;Jy0wg~qAElxMosDHV+@auyBS6Bk>MeHx2p+~PVW z0_y;o8~%rH?2n;E5lRJjN+FRE8?MNXB#l*HzYDu?7Rm+V7|<<_iL=09#tHyFnBg1G zLb+}d10r%7Pd;ZE-0_KFc?>SZYia1iaaj&yDVa2m*~RUt9dSUNJ$`Et7}R`{aIBvO z5LyxoR6MJsLm|8>9<;|F^(LQZbt+`=#=Vqtv}czLV?cK}Cbh615{_fS`l0_7sSo`D zEcb!w62d|W%zOaTYjZFRX6Qu9XAqi@8|1s2d&kt=eAlkx>BWgA9#&%(7?d`ZwMai@ z87yRMDn~bpnJ&cR%-IV~b!mX@_03q0w3NX1JatYxp2H({&TA&7nClk(0*R(8=Yi!C z`r@wpcjf}CHmO17r6NT?5UI8z(w4Z9ojh=|St$ls$Xpw9i&t=PXxNZx8De+D)x|kl zxVVm?CJs!$>pm#nn5%uy-W%rhPaWtSkKmUAK}Vp`>cr&tjt=U4E)K<3cUo-MRBxo;HE$q%!6TtxgVC+ zrjw$S-6U`?%ytj=AXRu1pVRR0lei*w;0W3*sWdV{pc$g*L8SLZ;~p5LrLF86g2yzU zF2_v{vZ$f1F2#WklMQ@;mOQdjSScj{0KznVEEPSHVz&&!$;>%hdIdbWF^n0+>l)tW zv|?BHpLS*N9E@D2Kb=~B$qpUa8lHvFgBge)a*6p;-%}jgmV-OGT7Ou z%UCRzr`&248~*B=QY+T&YOIiHxs&A)jjed4l4Idj>!qzwA$h5z73@_n0)ndQ8_Sbq z0J==oXcZc^@xMN)VjnFUmis@=D;a-vI?V=oT&ioNBb{0pu6uOZbdx_tIJLMb#*Ete z80*@PW+XcNkMBac@Z%4lV!Se~%~04bWgG4rsHt^`STi_nVccZu+TR;Zd?dcOBS9sX zN}r?cG8A1g;#@%r4ls?&9vAbqsRyxI2~0o#UHU%I7sO8#AuG1{E#@qbCj+_)n#b$_ zV&E)tsx>$LP?3ghR})eG7g+eQefct3!-WcsA|ctnjvtDvpFrtO7P`ewQ>4>)8X{Tx zGB2-gbR_InE#rivMy#0Sj%t80^PFs$aJ&m2E@Wy61PkcsuglGZ2 zrgkRaYaFt5WG8M;Me8O)bzEX4PA!w5F}6s5=14%?FJWk)u5F3tU0;{T5o(U+1w66c zs=A_i)5AM;nL&(|3&(Fgl=tJ#{zredYrSL4)QQAueq)sB6lNH` z^_ZHru&!`(oh|1QLEZLP)k^`S(-f#aN=MhOluNr}?^4uLdMFDyc;%lRYfQX#hY-uH z_A2&=Qd}}9WM@3Sd>$HAAQ&@Er#(~m&RG4q06Cc(=2Bo=`4U6Fw~?#=soq6fVq?}g z5ZWR?oS0rz-^#_%6E>T9f?EG40A7mB^A!u>9)9;n4bpA^bWCmf!YU8|g~k();EVzz zSrlPq$MhqcOUm`2YugmqeLVaTDYNsJs0=Y9?-hLR&Srcsf0%S4e*CK`wBH-`D5mzy za^3sX-S8+Y&${l)-2mcc=v6Qne?D=7mVUzCt9UJ^kQ;hgRcV>UzV9nd#;K}40rK_r zKtn!b$}PHT(;k#0V>*y3x!oMF15BVyf{qZqg2OCEgMVd7qbdAo%6^CBh`!fs9kiT7 z)>VR!KsqGH0lQ6dFZrv3k8iOXmnD?cA`@6eSrzc9S*sI$m7o*MYWv`^&PDn?aSxmh zSr|iwCF?B6IgjZRG&BcM{6S#iT@<5jEW#ys!Zd@*6K|Xb%NU?YulM{NoH@B+(9)yb znSh{|km)rx1W#TH!P{q&D#aFJlsC{oH2A^Q-FDk7Dc6Cqi618TLIK$ZxBbuzfe>To zH*{3obY9O=6wP^_2AN9TC$`d^3VtUpXQ^&Q>K|0lMVg!V(;*(4=}f&`%vF@*5to>e z>?BENd+M_H*X2Ob^KMCp4n>ojJyx}MtAYJ;o4T{k`8UunpC%dmwwWW^k7Xz)gg*4F z%W+P*2FZP~UGcNm-1O^F9m3widf9KGS8X@cS$}mY(Nm#Ip2-6AckxsNCsVacv{G0s z*V}ltR5c-)sgL%rj2^u{15&MLQI{iC=D?lFweqQ(P$?jYqHlk4;NMbH`us7Utui(3 zq9}QMvp=?}-k!Rl=l9EF|D{kyMJZo^#D5}^`pmSlkL+=^yN#D}P;u{6~?JsRp60Bzx7}3 zvg~d*&p=fpNQPa1g}*~9)hWs7S8TB3T!xYn=~{L(uJuFIp;W^6hEf(vp0T6Vg7Pyk z_EX~LScBI6pZ=A377Ul|sSd5SV4pho`rE`)29#T^&?p1Q+M_=^0C)2O(@H! zu4K0ViI9WP!_|S&uVC-s$%hU13&*8Aswrjj+nSuIES1KDeC3gI1#Qm&kM#CVd&@X! zclzqH;3Zyh$R!6@5+Ur~V;BYJCg7$ut{ZST4{Hu1Md~G)E(VFC=#~sC>vLy+yweVvqou=+WC6v(bReA0EA83E^foi zu!Ye`*pMdfc?aS5EcH4F|G`*)A&G_=!PPI>EDUUe4s|ZvmH56Ej{oYS4D5AY2C{nT zx?_yVxEaaCmiCtlO7iFzt-uhb@&7GoAFS|IZ;5G#Aq<>>;o`YNL)yBb8W@3^ftcCX zH#;Lay!6BzFVPj>vy>EgI329O+;rfp%Z@voUcRU*1ILBtWNlB0L?ejM+oZ1>PRQK~ z5BE)ALzmxZiD<7$W@}F#1Ta*H^r^wTI0D2IU}l$NEp9N0RdtOpeddTMY4z{cS?^!j zriG$bd9Q9-vH9T@hxJGmKY`~cX)xI&X;wL%(dZVd>#E%J(pc-Z(0&s&!rbaZ+!?wp z;#s5ocBG^mubY{yl&hhfk&jl&#B7Ol0A8BQSKZ5nQ0~p&MwCtD3H*RfzHt>2Oc79t zivZDC7zzeuEL|Y^A`&th9W=Gi4-P*?puYP-Kp`@TDt+@LP$J)^{XT4R$Gqs(3mf>< zUB`Wu!Q#(p13$)iOw%F;qL{@A*`k81NPZ9*~AN|ZGsW6$>fRBEriDti4NAyQO6HQA^lprnZ zqg_5bnEpMv_r&iz&%3O2)ou3P3DaO}4&6*BBS^;n7`L0}Q8wL_qUkKTa;MQRDRpI@ zN(=NWhiYc`Y0v+wi0EvNPK8LyeZ*k`6DmMP=STAKMIrYmEhY}f6HPn^Hmm)>mnNtf z!$uW62dH^s!RCMvGRJ&o=@3M&z}1iaS}Qgz3$^{ic<~$JzT1hUlOi6cjdLM%)jYpQ ztnvm?q{rEsw$j6IFDCjAL77wJFHKHNzoQu0cq#g?pV{b{5B#1G$K&iEkhX6)F}wh; zl6o$DOno(mJmHFFgMn+Zys^nhKMu;Rz?AQd`~r$qd2%TJ3pLrul3D(Rq!z(zo$^UTF4tMjuWK#HuU3pXeI#*YJ6Gs}0*8`ym8)wCb<4*oZ_`BfOCyWdu>Me-UiZ@0*30(6lkhXg z$3|z8(m)!>IDOb@Iz;iCLOj_&0y?eV+_<$eb+YNla6OgMAk3`vm2kb!6|cefg?k#KU$IcTYgOlXY1VKMx-|)Q^~dtfJWFLKq>3Q8_17%fnI=27aW1w zlVTznt6CH*)=wqw@`!j+4e?2+oh5eB-@gmF8>kz4K*k@%GCpy?vwSflyJI1Ad^6$S zcp38Se~ho$e;HaNGh-nnF=M%t){4>k$m^OWLw-Ai6&9TfMMB9~gT>+$L*qzX^4aFY$ z10=(*{H1lEeeg5=VD%w*tvz)#yin)Ecte8_cGLq4pY%lJ2{0YTon24ADi+S(z_#z) zqZ=1;+z|a&qA9}`lR8k52EREMmxpX6z_T&-JV)TL#oV3SFCs6!lf=1+dgKVw84(m= zsLP#P?RXNXtB>Fo^Z|Ci!5j?5nIozJ=b^Ete6C3hi-siCzJUSs%>En{#T4g>u*H?N z-8ex;Yq0YhN8EHoKf`IN$5=&Q@N`(sVHcMk1(5s>(Hx>H56jzY?5A^lwKA0?toIFY znQ!BWlldrRRGlC%Q(-=Yg8&pITj?yj@2S)9K=#yf$(K1M0YE}G+5B@Jd}A}r05pFJ z49YkiCB<>9NA}a_h-u1wZ+&7ifuevRE|n9g^du2-YJ$Iviq)jNX`m}ikeCNEoQEj> z)(qx^r%;l%B;=?fr$N&QA<#jy4RH@QFPxdjYXV2vM}LZnaE?$)@p-*yAiX?LdD>E- zQ)v+#L42GJ10c#9r*4Lw5!dD4qN_N$h%&<#jX+K(4_S2j>bx8$o0P>m5UBE1R9f$8 zc%@O1==(BjmnfH7(#nxV!^_y%P~LJ-hsDhLB3KIptO$o((n>~AFUdtT5701cK!q+$(v5UlDGW&&wlX4`iL1|Ok+v~Q zs}q<`u%q}!XRwFZ>NZ(eeofmb^jUK{tAs4d2e&v~1p0P%NwR8@+Yy$I!SMa1kf2ZG z)W*2%_#}`aRE<)|G468KjY3S~R7>DBeL0gHoasftWU=}qC@Rs#9jCcCdnq*23(!K# z_DKHwYYn0H_s}5`-E~MX`7oCYNx^t?zpw@LJmJqc?56Wm(I+nYWqhD8;df*b(FA2L zEI!MYCkYt^|DUJ$D24b8Gp?*xo_i`K4p2CmcYd`yvIb*O>>g(9 z2%bi8Zcd0M`rdPOb*~fH9XrHvp1Jt$mH5R?tjzB|#BjQ`AUZD#dWhH`y8zfb^90Y; zk$pT(r!KydS)ZJJ_vSwmi|yQaq!wDUkL!-sE4!2h3T|xXEVQ51{VE#X`;leCWpo?W zY5SXW2BcoP)h6f6bk$Y#MkQRVm1%EzrSQ)}w-1>JxN}^#17~=a)(*3mc}rdFPjbdv z+|FIc?R-9*%7^+_ImW-gPieYY`nbd`BZ$4fwf(^A<3~e7anY@slU!U z&Q-MeGY)epI;n8{!=IQxSDSlDT0;eB`%x` zEA`PnjkN0HU)mC=rA}yYaDCiGzjAwu`D3=@oj%e=674<#i6tn0dBq0(J-;qy6eEy) zXG9qlK_1{t@JdA6wTrck+GEAvBM??=vy5@o2y<6rjNFhlgQ3#kMD(6;V*)opTbHPn zkr=CF?c8;g?FNezD#`5ufjzLO-!UwnakM@^gb)$q@(^s`&IynGsZ<=7BiYq8nB!-3 zMBcf4P?X*R$UV6A;5>;mU*y~Qy39Pd#ML&AV>%yrNeU^~B{rRu1m|D}FGd9nAO+H| z68m=jG?O5_&L$lOQt4ncig}vut)xvXM{oNlQ;$LNUsAAD^1|2$TcW>!?4B1BSLTP} zcIN%?rdQ@gye`Xh741*++ciJ37t@Y^PQY1XK05;fH#Sg_QGPACO8|oXM?;mkQaY5> zT*4Pqk1U8%SodJ`7W1D^1mqO#G~d|Ho~vGwmfV%a^y5e)8X*(A;N8$-xiN^zxy`U5 zZ-I~Ac{NoN0~j8f8yxxyF-|VQqxR`;gSGna0cQi&K(^31= z(qU3cgZeM-npKohTHU-a%&%D-JHOrt>jM-v#7zef@>sm^gUSVrlZFbCZ?e5yhvI+Oko)iXK{TA3Kroldl zx{|w=1-@gb=_~ls2`<8lo>-v>FVKs>ecSq0C5%AWtQ=xYyi1xp5#zfl=CJ(qBETQJ zh1+y9j^IBhQnD~y6LRJJ7Y@1Z4{kMAJ98A1jGRedVND>4Yt*nKfOA#Si&)CI(bXgt zWa95Jht7X@8ub{nR_Z6rlK%u<(J%f9Ti9ugX-6}p;<|M-wO?gJbXgWmmA5}u`MWcy zN1Ih_1x=Rhgp8w=r@m3~A`U$~Tnf-8e0x>{Z(8yQ8k;ggC#Z%C0rOXPgu*9Buc9`d z5{JgG=$$Q;LlCDdYLnw^`2|VpVuJGF@G2PDA9IJc)a+yK%?p$=H=Xi?wlLg_b4h>T zk|l!5By!3{NYlR=BbJMiE-;-W3@>3@hn1UPO;0J0e)IWel!%=})mn`Y=&K9w=P-KN zo>_}?|45>&{krGM<~N}2eqJ|nIZXeeaf~U`Niu#+k4#MP4Hs5_WI!tkH=iQe@OX|r z3rRcaCviNJcp5le!l>pw(zusKwT)&FV|gNhzgNp=dBtoga7g;i%{r#59~wWgsxkuu676GhSTwVNDb^) zF+LzaoGjiC=VasKzx6x%EI9hBAI}vf?-$WxkA;mQ-b3Y0#!{sq@s&DD!qG4EWvR$r+11*homj7tks!TWiuMkaTEP=j$ z)@?|AurDQ!$fLq0;9Ep&R@dv(#3THleAtJH z8K%7Cl;49-EL$3ajgz$0thK2ro6v)q1u*OU3nYvibCp!t1yIGpB!RJIS7Eut&p8Zt zU=cKU`E?U%0V8dn(NK%L;I~04X%a!k*n<((U>=0qzvW%p zKp9gvo3198|ne?)dMjzziYTUxMCzXt-B+=GnD&JsiOD*$Jmomn6E zLs8zaDyL%7ir&_Q?5bOrG}ynTD28uwl#)5!dY_+J;~MAvQP}X${qTwh?sp%OqE_xN zgTumVp8I&%nLc<0we&aK5h8h)wNEd{;X=L-eXNo1LP_i%m&xpW>UcaH|IqO`nOQzK zdjBx?SU*T~{{&c=lc$6QlXC@OlehWY(Ep{{ad7{`totX6gN3=ynjanW`3kjnquL@Y9{*%Mb!pQRv+8!!G<7r{$^-$1`S7I;SW!sEZWqxbzd5w2W z>uM!fES6@O)=1A^sjEBK622X(mA0{Npe1&^~;?{7;>y9EB~;|sl5za-zyydTd> z8Tc2qU3CG^b^zDg=Dv`S-@VTA>m!giB1`hDK!@Fy_kMG;J#(J-c31xxFg0~Yc|4w3 z_H3ENB=mX@9KCrLU9T@bDjERZM`B!W&kkLuX+qUS4`+Gu_pkTsuV;N-z9(w;eJJNb z{+=p1^CBK3;jA01wTfNOO0O!_UF(t{m(Ch*4y-{0iCX!W2QQV zoAeF@68D>~P{Fprymx-zy2>P!RYk=rA|4~#1Nn<3x2g$7e23n}gILxA7e8l~C)1%p zoRRBl#j1G5j13u^lhkj69#tqZQt4NVmU51}MGAaHzi{z$+^v1rGf<5$Ok9+f(mPYW zaqXpUs4*5+nC%!Iu)`D+!bVgy2} zw3WH4>hV2;F9MHgzkOf-wP<}UN||%s$9MF4Y8o&3pbNY z1E8_Ldwsq2wtF~Kdj59%LEjATdVh(p1`HHpm~(K>yZHU?d0blwTDPS-Umku8Jqvp* z-D{iiF?yVJzTDh&s0_YO`aMpRE>eA|bgxleO@BY=)EFt<6glXKQ=n_(cO(jfEkPOa zuDE*IVDsGAzUaOieBQ~{C!|Is%wXo1209Qa(|Z_E1OvG0(E!>YSVuL+VAwS} z)19#j?R@Tgf4Qt)2i{lPs)6?*qW9y`ytni7)%!dlzc<^Ic_CM!m&sI~6Bu+Mz@MP> zy$uESX5ka6JkTsJ&pjeQL2zWEwS8K)f&bgZX6lY(2J$pH@~@rN^lfMM04=|X+DzCG zQkv#|Qq8WlBd79PZx(7z+k$0=J5DItbTYq2dVCiK@CGG z!a9zH{XIMsYg8B%pCqB5h51j~0neZ^6nn~s~G5UJ=Zus*g` zOrA`W8dI!psSXk3`!4;ig4OC`h#K;khkD$@S(Pw}X7M6P&L{nFyQku`z6pv@j~199 z61wWkUq^^grTGR4QKVtBB=@;InnF7;x0rwVBZxP$=J?9umCzl|WiN@+4^UM~=|=9J zC>jP`(D#*clf$Rz)jz0uaKFZAB1hYQF0~-F<7$)GZ++yCRi!A3{aP*V2X4VMOKF6C z0cFh;+%sxGENk2$@Be5aELJb4c^RgbPBd?5)F8NwmFA{fu269@o+9h3AB!XUN2wxan(44k|Tb+eU~Gfc`RTo z3&6q@@Abc@S)O(|$ zusDNqKPSJxnyY^}oT&%X{$2*rcTt&GAfs~ww#1eA4LtlA?bil$H1%w0pz9@Sl$xzU z_TmRiP}S~b%}N{3Lt$pR*(1{$9X3}ZT_hm)Lq z@(qyGsOt#agMZ|L4owTm+@j(QeV-D;s!Sq*Ep=}wGqa@wPudnGT7yW-*7}1@g ztNxiQs2wL-;A$^ucfve0a@q#upN`r=) zmB3|Jy)^5l);T*~MkdEBYbN!@hOgHhl!Ds{+Tkb?W%E7HpT77bBY$7~I4L$~yS3lg z((PhJyB@A=`_Vv8oTRzO9PMyeSic7H_13C8{+Vo(%LFKVv;mp{KCsBdB}o%8{neNru@ z{Aqq#vBzpsd1^|O1a>iOBSBLN(L#J~;(YL(H)j*buDOZPf*dGX4e0 zitM^2hhxNH#a8>4cQ6GGhG86~R%2cw$U^o2v{TIOy+tXy=N$Z;dXvn>bkBKw5UFh6 z+ucHn3bp^OXa%YiUn2Ag^s(lID-_LdZvHvIsY_1~ZD%_PAN6ZN$vSL0Yf+W{UeW+K zAQ&qucm~I1zRcfXcV<%oA-^teFi8F|l7I)N*$FVCH!*5}-6Y*X3RgCA-2RcQI&i_P zKX|;>I%SDIA)Lcxi=IAWjV-suWYwc_Bw%O}!z;1?hKczL79Z>ksf7p)#p5Ix8gsqF z51*P5g(x86i`$+78&)m-YU^+8GN==1|nCZvK?-=Ib0AZQAH8k1&QnxWsi8ugB@DNQk{|Cm+3N1`{1 zBgCB;!9VH$YwJqjV(hxODMU5Xo~3QFRn#>5q9pN=M2jp*Dul?Et+GrdB`xTxES0h+ zd!U z`EW?AVgJSjEn#&>#xqX1#EcF7p}x}lj&aPs^+rZ3x1Ro#(X?u0!0RPG7UO<@9Kn%h z>Fn1|5B_!Ue}nFat&w~wxUUyfa;$g)W7jo@Uf%1Df3#Q031{?A`ud^a@Jf^A-m~x} zq7BXCZ7`yMmUf23x4xi$IM9-r)^Xz_>qT~+!HtNjt>!tbc}L?Wznmy4bfXa&ER06!MAH#!aUe16W-^pp3mQ2E@@NFx??>sZxikH ze;<8SV+=nWVPCXx9^^2_q+ZuYXc%Gfe)1lb+p~M_KhS>TlhicDFmY-2sSw751hbQ` z4Qfv9S*L6BLDR%Oj~3telu@hFDw_F)yF;1{44+sV1#WTnefl4VHhOc&;BV%}meTqc z`v>NZ=11avDM7!+h3=i3AL$E9X2FyTdse9 zGcD4amarjjA&qV4U={3Uk!{5Iq&~bnaql|mZ|_}u-|u&R9#QF4+^2u3>NNkeo<_0P zUDfuwjg}nVT_G7Ao<8J5fM%)60~gEc=aa*Cxo5SW$sC{*`sh>KoQXA^^KX7QdTeW$ zAG-R=dkM!iNmI?!wNJF;NDE`v&HD}x^03cP?;N_;&Q{q2L_Ii!cY9@pn$bm!1@E_u$KL#|7|Row9{wQH%gnRB>P+Rtp# z(2iBE0ZA<*5(=KhB^};ead>sjn393*pKf}qkoUKoSwcrOseOdT=(vX=IGLu)EqzUNW1UD;O=#E zcRRX&c4_!V50BGvwm*V%SLm~U&+1_kF>1egqlm?tGf357?C8*y$?fg_(>UMl7kdW# zO>Q^Y;&bNLO%mLzEIwq*Owx`B&C;t}d>DnvDaXTls5NAk^l{v6Z?eQD=u@!mgYC)vSZ~+7 z&(~REmi&zOU(bCj`fXsXE|<1m_!9G}aMGyye)a|(44uvQeHw}ySUucQ&rJ+GTGlgs z%>K6}!{%nah=?3|eG#9(qpS#iYr`_GHnh)(8>O?yKH{l3boL0&F}zdJ$I{PDW2~p` zZsjVz+Rjufvn!Ts_MCD(@)fP5@c!|HWJd3)8JrjtGo~}1=8_+` zRApgran+?y%~2;=jOMOi?&XP6>Dp#8u`!49DDfjgO!;Y zj%!49?1CL}&rVqW(lwkmd)@RtXAk~ow6@{=%0|z?5&QNbZ$I}r=gxT=pV)0&SLMpK zrI|{5);t^1vvz!He~*MZ+p+5&7vzR$UfZ?4J-=niqAH!}DfT@d{C>0aBX`H;cfPyS z^rBt_oMz5^ul4G}l(-@#OKscFE&k$xFB4O|RD5!Ed*lW+T|OQrc78c!XZ9_n;dW(% zG-vA5_HFdJwk&(n^f^Oj-SqEW8eJ1~scAP?W6HC@chY?AnyTSBwY>*T*d{2u5j&Yl zSF@N?@#=H-y^T7PzI`$M>ZUiC?zilRMcipOPX5*{DN%E;%o_fC%0Tzpg@OyL#g0LS zSGc+-R@yh`JXdRWpO+NO?mtR(Z2gpX#vA;^#^!@wCyr;=k7#m5gO=$m*yAqE@3r3X zSUi7SYH?z6@qDS@*rAg)jJXo1)zO^nvo5I7?tu2d&&{zLCEw}O1*Q!fgTl9d4CFnF z9A?SRzE$Ejz3}9|C8i0jDY>lLoV?7~_YwTMg!eB_++!^)7=0(%@Yc81)pMBPM^m1h zp6p#TW>nSOz<$qWZ;EnUw6%<#plJT#$8dfYk9G#05SGgZ*?*G%w(7pPxsG@cOv${S`Nr~BFupm9MPOXC;FnNjd z%9Ved8NYW|d|CTJZH4RYB3gm#j1iZzBF}7o8#K0LqHSQY`^Bl5$$h1M()+>YqB%Pb zTy^^OAaB*YEnJriF6Xz0L}u>amT_4)wcg-*O<#7ZXmFCwayPEHtUj&`nN=4aU%0l>WlXZNJFAn<8Rp-{{_amNc_e*X~ zteB_!J8J0cCf$v!B~RSyG=jcus(2E2;6MG#A5>lLro=o6i;Bx0@cZ4uNsgP&4=s5V zo)Xx1OagPJG)ig7n2N_QJ~~~QYLsyCbW=@v>oSL(*>*i&^joW3xba@|r-`%E2Rswh zth4ypdsm9()x!-_wgo#n{Z37?VK`Sry8MpXVnW+3uDoeppw8NDd-coF8cQXOq>4F~ z2U?Yin`w2^T$7@%jVX+IF+*uk*Z>c|L#nx}T=vi9{CSttZ-g}7!D;50fpsh4aj=X* zce96o*`b$ddaA8-%zqto=Q6)>g^v4H#Fq4&Geop-_~0O&6JEok@+&`#?-&2y5ts2H zCTmUe&qSW<5qr-vQRCgywS7g_hFST0KK9=JA!G2E!*k**t#0+&XVBzjzH^Ylu8pE9 z$Kl5uJ$r1sI2YZXXX#rVCAIM?8Im-h*gfaNi|YQ@8vOS!ANsu1@4&#tm4W)NtDUYz zmsPBKn~8J{wq#78hp0==-v08dr7g|oVPtVSdgq%{FW9%Ezt1^FuX}w;T+W5YF8ZFVDb=0*LUin8$lSn{flJp!tPM_FbSPMR`Imi1 zEHw-RuD#ol{o$%X`qZG~RR@EZ4$o`K*~R#9sw_nez%m??=@A}5sszk2!TVY@S z^Z8KeDmT9KnGV&-%G+J%n9N==F(QcZW40xiR9psQ(Iw-bhXd^zybU70y^#2 zdagU~e6=maL(;md=;^3C8#i({=CY2240%5F&V}7$U3YG{_W4?o@8lEf>o-m*?7!tz z+iH`8c?%9bu+@0{vt^!Y!(G&Hv07SLkg9Wd$GiA^|3!PXr+#ZRc<%98@N~`T;%%%U zMUHnCFPM-rb$jgZFEMt4kc^1-wsp=dj}?XQ>RTLCMt`0-evy0T=E>dy1NfmV)d8;_ zO&%^)3;BM{$sFCtF55mMaj!?{hf{+tPrUebj)ir99L8Jr*AD$} z<_$HqFFSP4&Ru`#(IT}`CUcul6r6a{Yt8$z=|OA!1{W5sU=|j+vexSyZ@){Q(?e%* z<=yh2dj>uePqB<0;h)o~Q;)WfJmeI#=7W9EnzM1&9>%x4el{n_YH4iC>)Ydlywlx7 z7X4AzOLLTN_qaK0{DfZT{Ed@7k00h;8LGBrc;O1u1w+SaUzr-S%5%u@eJs4}Hgra- znqEZK5bP!J(dyS~MuCmnPSqI25dV@c|0vM%PP5S@{*4%W+o1App)&kidGhi2Agi~# zJRgO(j9i_QGCRd|+MCymAv3sjiw&d&7h8&IPdCmQaW;FY__TALU#sBrC)L4q(+pj7 zX4_SreYTUP?E@DiEgTDGsW<%!{`KYfu@T?qgqfR4=*nwrl^;oV8C$(J9Nyct>8k69 zl@C(Y=6c#JD+#h2a$041vAe`%!DUI-N98T$oA<=tD;_m*nfZX?;E_6It2ZSMelxjJ z8a$QTv@0%p#DEDG#A!u6o+Tcd|7O#pw$h!>oIArFd40Ct-FZ~7`sWm-PJQDU4i}x< zH+5X?`F(!Yov#~IycbB?RDXO*jMiz|@vO|~a(J&DsQ#|@PrY$dQ+q}k)77+Jv=l9U zy0^+UI@mZj!fo5Fg)^9T$LA>jYPBzx{)j8FVo3u-zVZy)noj+4uvrm0*7u!72kVpe z)`3fYRv#&u6Q+}KswG~h*ZXV5!Rf&|?(ZMF=Enwp(`mgCKPSY^epu%w%hvO27iX*( ze2L@R6d(Pl|LM}lgJRbF*}ChvPM>NztGWE~{artsMS&gaO`j~AawMNezTW%1dVR@; zf(F*3Dt3r;#f1}j{n&P{4{DlAx7;jP=(&`uG3Z_5tD`H*hi%aE-0;*reMEolOTiHh1`mY4Ct4`Z`lxMx^)F zj(D3^7d@!*=Iz@W^qeb|m(wMNCjUjBF ztrn~Pik{8nfvU^Y8N!9VkF|Li-COIspp!rP{)51mXNpe-EGk;csLg6C4R~70UHNWP z-&i;L^zpxJ>-ZOZH!n<`HvCDGKAV%!-1Dx9OH2v!@NSEC9ywwtYnMb!xA3T0kp1}& zZFGL4a$IiE<6nO&4@iyOosaCP{N>z3vZJTV@OKjpIUnJXkeoaIXEx3C?sO;-e74V1 zdl&HPW+E?UgU*=(mAh&!9$r_IR4oqkC+Dd0e#Eq|+mXNg9^=^V%Bb2462CdQ<-sbQpBn6IV&5lR_Apwf5+KrOh(gm^_iX;(dQB7e z)vl|P#Cp=<;~gewZ=hLf&ELN5%-y3v4`&IOP^Dx+Sj-kn%iTC0@iTZ zzAkd=>k-poc$Rj&LvM6nr-4puY#1B*CE1A2(H`m71!#?P3^31}ls!1&)7#0`StcH* z9NQC2+6o#fPk3w2G4bh0YGTLqw7h6~i=~4S*L2> z_BvN&QatFE`mk%RC1I1Jp6^lF61%`Lc~%eS5q{QJf6&yf>E4~yh=lsbIJQwK%Y;At z3d7XzFSPl(@5cEMqjmD2UTU((t4yQN~$tF?({&ZAB0 z^>vk``ERy_xt^VAhlK9~4$j)V^McZ%C+>Pd&^*a`v8jBXEolza(F}3`i9e3IE zlRI^+j=BGyxi(%|(AMy!yv(CtNXhrFG~*OEf7f@5wQp$Tbfm{BKiW{wQ`0V*Qz2}8 zH}1OYZkyzXTK9^VryQQK%r+&u>FHCaB-Q?GyZ`Y`q`nqL(g$nDi9a;Qy&cYOkPZCP#IghTNK&A!?**oABj$8n3=#?Lh#V8#DAV+PNxCMh~$^BGNx(5FMa zb)kOa{*XIoWaKS}Nh^*kJtr zd1k?zj|ZE~mIl?jtT{08&Gq5m)W=^-_bv45I8plUndIT{?^<&|e9KVrFnF%B&}T;a zww?u1FU$^?m>mz<*JA(l)eY}0LR%$o?-f@w#*C51erS#t?0sARBr!Q`kl_~#M#_$R zxzW=@%*Rw!Te%MVpIhjzOU1s$YWl+6IRj&ctw>w(SvU21Nc~``^^iPvqL1!M-3uE` zI~lzmcsrW0w%@z3Y}37)t{$W7vkh*(|1W=V@wV5^z#~_elND@FOlpsR!G_ zE}l7OQkteJ={#@tUxR76G+~j8TiX9}eH@=}TUCA~GOL!ax+F5qS=WShSJ5nL48La&E9-^Z*%eQrMI0B-(>3X{*SXW z9EL5~l-^@pj!xL2tCM@2>(|$Jn31KoeICPGP5i{9-pj9n#}USxmUbk@jpONx2kxp~ zoxZR|r`go9tYT+UYKh9rqb-cA1)0mG9q#2HJS$d2g)xun@|z6O(s^o&jF;?Ad~Mm! z^Ua!y;qP^P$ELcs9pp%sOnD?Me&0enUORBmLgU<9>>`ItX;%Z>1|EN+>Crd)#^oVL z)S9yN+HZ?G(zcBYTfDy3t|r=RZTP_fKRp+Xf&=$LyNq_x=9sZQF=8|ATNB1v^fKBi zW!t|RHTGM_gc(0;=EYtaZ91yY!>C2!N56!8>p1p&F;IS;U)#UDx~MWn@%{Y<9RynQm-5b?l!6Oi-9?L zYYMLgMmMhAJAH}e(!-I0ljbuTo$}g`PoH;w>>8WNlLX1asp*M9YY(5)wK}0DNN!+H z=lM9bB%N{rEjHe0HeefT8e5v^4 z?)@n`^}hA9W=C=!x<2`zig0&SxtiaaiwlEag-m<6p>3XV+UWMw5f947B_PcsJO8(K z-kYtFp?uX{;Tc+m(MSB>azERj2pgt6Dy)rmUSq7c(V*p5|5zK&G}|5*xt8ASv?7eKCTizafV^W(*OB-hRbHdxndo->jzOc!(8@^_L&E`&@ zmOW!7k{NCeV zm65LXyCvaL^Q{Y;nuhqs>9wb3_@&;J_^CUJygXwx-!v&3pLV}K^}^uX-%q9e_3C@| zteTotaWHW4-OoGB`Y-bfa5CK*)9ynbAWSkGlj*{Oncdwk1V7c4B@9WedvzAeRf8T+OmXxw^d+m8@QX0Lf( z7k~WXt9}@HLT|2zUpa67u^kJwuYLJ(wX(o>lTy@=AvrhAEI!+W`j{_QUf4U&W^2hV zvmS}9Vl>vvct`J}en$Ip2CYmyp{Y6S4omuO?3}0Lmo=BE4Rtwg=G>PR)nIq^jmitI z>(8?ddLjDb3ahn@%4~gwlj7@3l6xdAHcV4S8l}!BKCZTXHfZEC^$92H?6M#AROgNF zFw89%-*^%pI&O8$Az{%t_w_!D+}HaL%2M_p^y(sa=jSWELpR?Vl6C0Ip0!Ey zFT3vhCv4G>WzO3lg@Ad(A4Z8^CF6 z|F~YeuOvD?GPSIxF}-Y#ea%yQ`;80zkd8+`)1p!$2&LJ-icV&D?erXgpbQ!JYP9<@sHp+oYB^1 zySC^1zrOY2dFn#xkN&EjLCV(Jn{TPc8#QaWyq@2uWnM^mkEjiSAs^4Suc^-(R$$xg z!ustSnN)CYpY4@54$jB=H}%@`cCFhXag)pJ=!0oWVL!v_)_2geShPFpm80x}zD3O* zx;Xh&tAk`sVNO=s^oVcjb9btF&0f4Uxpk%P%a5%?!Y;Z@nHKs!L#k;%CusP0i`h?8 zpBv7V*s_-~HcU(xjZLr~hx#;+wcV~|U8$mKeT`OGaUkOC#g0--)aym+v*u+Z#%KJD zE$g%O<(EO3sRdqdk}ZBX9TR#E6gIZh=GG01K7Udeu2aN*==at%7ZS9 zc&x49j#+d=yqzR>>F3JKrAJ*DCk-~9%Z;x(K73JP%`j+baLQSHuWeM&67QJB2CoMc3arfP&C*==^PQ{*Y<{`w3KUuAgr8kFs3yEE zGhuq=>@%zY2~~$;|S$|85iD8>wWm*p!+vIwJcA4-0NlL#^)m}2L3)Z zz%=`NxU;g_4sB+NwTbq|t2^pOr4Op{PXFqKhgm%1|~UH%fBn3oljZ1Tqc|8 zu4?VNkV(Fq#N?uZK_m1XInc`Faft6HF?l@f9fD^kknbvnE}uG%hmHk}K+ILWHM$20 z@Iecq9R~GhcTMKS!&ig9@qx8?qg$)+4#;o24h?>of3*bF#pyz;8qzw#ME|Yst1j#w zDnTo11|aj*hS1gTh!u^84-=x%YsAp(AA(4r7JQVV5a%qYPhe_0$N=~k|Q;5Rjt=;|D* zP7~sE2_$H1s0s26Wp#HJ;xwVK^+ad(dOEtZ-bzWxMS<&05D+IrgOD(_rVW@;&`GMf z93&2gh9u3=0>XF%gs23#jluPGTw(%3r~(Q8Nk|A)NDL5?)~2X-ZFAPrKP60PQ<{9E-DOHN9)2dQHTj%(jz43aJVjViGW>o&NJi>t~PeO3UVH2z&tF1PesiEd*2HF{Hg{q?a z_MOD!unCr`;oItHU9@2<9Sw=G#+jyd`2LGSJOvJ-S$C7(9kjhO;!XTUi`7!4ro~FvVe$JC9AU1*_of zaX2JjUad$<_`M@W`9c)9KL~LVnhw!t|8QzKuwU9Y5O31kF>;F6H# zn2+r~Wez}(ExVX#+Af@9KCUx#{D39WOwvG+yL7>m?b&4sp-r1XPECY=Z)A{+>l4)^ zF;H9*F`Q871^DJdk}g`DOh?)&EVLpR+%ddgo6OeiRwv;V0&yCY1%FU=Ja~R0e9?hp&Q>L_~AcC&Lnm9E9@W+qvH{)9SrQPL2eC0v1T? zAee>m!12&4m_NgfF-1D|nQ^F~^k zBO$c!!AX^(WUgw&uXzNj~kLJ!#i0s!V15_kf!D;wZQ@OW={2;Vt`t3ms- z2+)&YN?bPP`IRIhH0_8@cW*8M9ng-W#ME|28L0KB71kXC5()6p`KXmP zhkzfLIdDldvGEu&!s3_)sy~L0z)(^sd=wv37(s;Jn&X7*Bsddh9{`0M9)u~&gF}EW z!ZVN%ha(|31POAu1agA)317)2K?Iis5nK{Pa0w9MjRs_4O4WokBILLoY@e0jDcQ&A z=uMUg_BEHl7U<+0EE{vlTq4Ay znI~+}v}`@(`AH47US=E%{$C4eY}O|_(mKJ>#5X!FIsyZr9psuG+4^8eOR|B2lYI!k zfQx`jVhApQTVNpqLvRT+BI6slT<{IpdYF66IH`dqowCLfJO+o|ZF0~F!jU$YKpr?D zB+@WBgE6mxkB)~|t?*%NE&*f+LdcNECGiHA#2Yemb5LE8DYkjEyto7=gGZ1_h*NVK zL1jP=e1?w04M_Mjxg^No5+K7H(a+l8 z#1@{>K=aSytRl6u3{-K(TJtYx;1bmZG&~nqEnpr@I!DfGpmk@!7oJoZOkfp)MY1Bn zC8If)04Clj^BjhpbkO8;8tD5uBATVc``PELy8|tk03j$Lhv+;qM+3dcVL`yemW+i@ z6LVNvJlv_^g6HGbglh7-NW+#e%hfOn!d=hj?)bEXm{&Y(r0cNjWmLQZS=k5v+%(u_ekV zg1z%hSBb+#XY;Y$tTKftQV=FaRw}q8G~kl83NBf!;F8dQOO`9RWW7R0Gf=ECMXu*H zl(_;v(kmVf?1sMw9bEwZUch}30UwalCET!3{sny~^3YM^1=5|7FoR3L8E-W6A|M1d zK1)D|ni3aB5BSS>Jv8GY9qC+@!2nz$qNB&e^yElD4CjG+=A}L?Jp2*dk|2Off@&@S z0%X;XRaKZ6J1SfvzM{TR_608t6NbIlLys=e(e6uFWyVmIOJWDMH>$d91MU*zTY8y} zY%b$`6Ho#zEwMq1FYBU#B@A@61mFS(WtQrqz!Ew#FJaLM;DPTzF&BL;1i+~fv?D$qk=S%U; zfIgM#pq4AvKsH8A+!Z=TW)Fe=7nGITZMGu*mVL+FK0Sc^R2z(Tjv5bg%2|h7_ z6l6?7g2TNvSNeg_;;-PF#DGgyJh(*Fgvlil1XsdCD$hB%h$Wb%GPp81Iu|R1kkTg0 z3>X;HMGziV1c4qnQzU?}zX7s`qOwbcK6+OP&Zvf9ii0?>fT)1TBEz*Gf=DIS~f{5-M{!Xv>5{26V6IU+^_Q&l$L3f!tp(Uoin831>3o@Nj)#F3Y&51Tvf^Q1ZG&8^bkWKN#IEx{lGR|p1q0u)v!2HZo{E&+hxWQ9l#d1S!kkr0H}bvknDHfFLI zVLxKkm3VNFPyw{vCTJs)GS@r6$ZcTcHZXDr10I^-1*hDhBh@=>_y()$@d&(tM%9yi z+y*|NN5MUU4?b?GHub>A9fFT;z~aRNI1pAZ#?LT7QL2(SVdnsgtxFe1n!*9XAJePHB1DCPkc0dNC*0IWO!R_+t55Y{-V z5o1LI@8AA_jt)2Bicu00R%z1++&sXzQKkQdA6`5-LJ4aG4-KwcQ86Uo;E^>59tk*j zWG#Y601i;hLmccdgtBS@e*&eQNe^*u$V!RpBjDyCaPttjd1Q?S{Q)C;1iZle$q#W} z$U4cW$3)NeM|8C7F$+Tq7%;Patd71t0*fR%6Bq#vZz6RFQ{Q{cz-tv)KoH>;Y2L&@ zFCG(Gl*x{GP}m5oAAq8o;QXk_OwM(XMHL>2c6ek_g+~-sm^?C_=aJZiN5C3yl>G#= zP>fKYCv;@+1dGu;^5kW5vkh{3qKAGyQAY=x36q@E%z)EtnXH>fp1zEHN_1{(renvf zpmxk{ik~vjmu8k0QFy`p1CM|d$m|&*fr(GBRB+S_{1b*RfEFkNG(5G$P9z!K1HE`+ zAHXXht@m)t0f8p$ERFY+f)>>T}pJNt)U`5&-eYGanutSF~}F z?@JA^C_TsocY=g5Sji(Q4ot2$s(nd%S-O}nyT;0L7Fzle-vwkzWp*2==j9N@Y{gE3 z@EV{Yue&nh#Uo1=JOV0tBegb(G9OS8w)HQyGSK=~%&_<*9GdXT5{{oW(D7D12u1f20krmZ-#G=jwl{qPCkBZIHu^a=bCb_j*#Bv6U^3Usr-8|jgi z5}tft06jn?;h)-GG0@>x*p};~!6!fnt{py{`(WA`|Jnq7h3|pv?j#rnV>F`i?bs&b zwCe((+u08I2_R6rDd0esQ8)DA6A-3b(0mRCWPt)=C>L#dGZLyb7)X`yhILi z^|#itBM8WWI{%J1_KuF8ezC^=)Ax4_l=n_<1+uR4>OHnX`1?Uf_<@N!zG~o~^ibP- zIy(4XegwX&kmqYKtqyG|vB%)o%?Pa%7!&RY5amcdSz+Om5Q$F~h~Nj;i2ek4gI`S} zAQGRf+wcj91ns!Z$m$=jtYFs^Y;CPQLXh=09h_b)&(cE{P@`+rf3Hwtm2kngmN1KaND_KlDS3KhlxzC+xrp!}diVq4@GqCZXh$=RYSt5#2qZ zR;K(JfS3rMHyb`K_$1e#(A~bzM1RN6bdR%iv}9^1qw5`m@y0I6GaLX@)hsT;K-D00Rh4JyfU8;80M=U3jRt* zyss=H*}=HlWQ>)MW6nH~L(v&^bpOL3P_EW266f(roX00{9+OXcR6dEP_#~dk%1sW>wGba_`|`jvH*XkU-an$Ia07>8{7V51w|mMe(W5Fg-Q$c(UI@i z!3LHY@d=MEGY0{1wtw#r9{t#NyzpEBZ~ap4~hRk=J*?* z%}jnaa%U5WNmg}83u=9?=QRiO$$K$;vcAM8VIH4ELwunaz5Fv$>IykLCUYX*l5l`D zAz~F0?-HPoNrES`p2H!lj^u$49ElLB;E=TjvW5@!d15ZIjtu2qVhOI4On0~>y5^Eb z!zGvFk|2#s00^kY5DRcgq{1Z^xFAM>0 zNgZ-Y<0tE-V2p(5$U-Q5CW#jbkz*+o)yWzmyprZlBGB$q93fXI#oqB}1 z&W1NPus2W>dR)VYH&7dSTZgrPWZu?eZy*G{y@$Pl4EAj!_6D-Q#wM&YWJC9!@ofR% z6AS-^z+~-@M_y;>LcF}Lf*E}7((fMGG>q=q07N{ zd2e_nbjl}7*Q5_+^2t5GC&kDo6E8mL#=2F9iSaM|SmDpKcJ&KNnbC))BPHz+emRzq z7+jr#|GI8Z;-5HOw$pBqO@Ge~jrBbL)o8Mv2rxfjkxisn3^t$jaD9a~F_#!0Cyp`A~$m`nSVBJroG zrGz@rjPl3Lqt()e;Tn}+j7WoJ7vtxT^rz+VQ(o_tT}%rXglxZ*=KZiRzNP?QGrw{l zEd(w%k2A{;NT;>YhT$?%SPu6nveSt3*JaQICMictWS7&%(If=9+C7!>X*4lD?*Ii|2M75tP-R0vW2b!WrNoxPFGe%5-NR-sW2)kB*lhez zL9R^q2G{(ASVAJ#23LMC-yqip2V+E=w0mKQfdb5_%XWnKJj|gh zv4+I zLU#!kCFR?Mc$`;g!)w6`Z2}DcE3}EQ7^%=E!JIaTtXpVoj);Rna)ma$Sf$WL6)snT z2SK@hLNR_PQ@%}rdw;S`N|*_hS1A$);D(hHRn*a;X3T^NM;tFkWN`h51 zWmT!<2MVYWphn#0mil{l!?|R&2u(e)%?z1dF-yZEWCNv5mvQz^r^f zxR6TKi^WAkBKIDl6dgliKxyNPyB)Wb z40pf?Rn)*7buga3%5%cU>uw5dJgPb&5ml6+l*bp!g(7SgD7jPh34T#=FeWUDvGOHU zDexs!M<-xoDbO5wss&)`ih2^@X{KU7EUQpx!;=L0wiGuN%+WEx(NX3V;(5A!e*tVE z%Df^)Fu{g{F6`Jteyos<-Jg=tOL+-lEVE zzvrgVCZrm&i2o0w@ru8~Si#?2+U@8>5-gci=qUaN)gr1bio{sfB0pA)AHyiL;g`{5 z+rZI@@w?cvjnGCFH6N}GQ@p8I@{hKEM0PQsx^u-sfIf9K4^SXbjFqJ1 z+Te_cDjCT?e3gXV?fm{aI`}Iq6unFE5~AE9;5ey%NrIO{6#5Ce7wK}QfXx)uB!zfM z^`?MVsKiLHdbz?PVhS;E9!7C$5TdYZoZMLGhdD%C{(r#^6hpAunS4hMplHQ5Hh^AA z8(#I0AIla}k`VyGGSQaA%g~6O^eGG$V-;QbHYgiX+Sn2bzJL=Xtp1}gR)kg1b-jnbB~(j2l9h;CSb zm0t>O9#Y$=5CtmNlnn%Jl>Ng8OiY;%;1{r{VDA7gDQ@H+;0=zXs64_23B`B`a-_-( zt{QYJq08O@@=!F*$7@gWl7aFVMKQ2-DMZ7OD8sD=p@RSI_!{A#uQBL4twdF9740 z@n$#$0>HhB;s=LGiGV<$gr}JA2*misHhHR{*i7Y4M1diYDpL#&JjFjGBl%0r-+Tu; zQp5^>mXQJ*1aK^@=+mKEMyZ-&;ea9q4#+`X(u>)Uw^Pyt0pKL+U=bx!0=A>rhk!$^ z$qArpB1tJVf+Sy8O-WNK0N|oP2peh&lxPZNbqanE!1G-4HU#DZXTcPDA+RfAF6f8d zZ^WJMU$-xSY=vTfT=3`el7dCVR5O6*4Jh^pL7ZZ{a4Vsk7!vddc=+7~d0T^P?bN~e zg;j-q0!nBXKtYHi1-Rr(VMNLkVb^mNCKO^9D&*TB-=nrc4x`u)@Djx);gTA4EdJC8 zn+~gVi$8@n9B?oMlfRpys}L!`aEantaNUVwIs*Lqp91Y->Yji~ZnqYQlL-Lk*q%@@ z3E0Y1;=vgz5`%3XN*jK%EKdv=H$|&L{P|@>RLMY; zrVuEhZkC=xwuqY&Zi<~)DfSmZ^<1${NCk`nAs5?R@{9}dn|BIrRKN&-bhc}6bw?zD zP)I4?2>`uPY#hQeMXmpURB#eUNiqZqcnr@#1%M_f6N>PQMe>}8@LSOeZL-H-q>YIH zf+|YpAMi;a0%|A`3GfqDB_gVShOkVrPcfTnP5>Awwk?MLNCLYf64bXSQV@$McwHc- z7B#@lQq?3DQ!u;$HlKnWOWA<9DV0(<0;UwW1W*Z}>^=$g5KbV$Z%WCl2@+U}R3(@T z^uhYcxF>)`)QIib`6zA{`194+ZA^uJ01hZ^_;U>k{qSc2<=doi9YJxkfJ!L1Q3wZI6v;qk zRM8^9ms9qN5IdhyBoKZ_08=|A|870OZx~RxgNOVT{T$?ARLQ`7N{R&GiExT!0QtzQ zf$JXvIpAjsg^=-5+Nj6}PC_U<90CC4(E`iHSXK$jy1vwtX#Q8FYk+>cS@P7Dc+ z;v!;rQe9E}SmvlW7BT@!vH~GbB2~10fMk^TCV?LdQm_y39&kZXo?~dkpG?Hm-DT7; z8&}Z3E~{5+Xh(ZgXmx-2wV9po1f=pTeV$1*h_)E~RUrfTiJeEDj) Y(I{Z1Xjv(ls6yVSI&|p&T*j;ZA4+tdU;qFB delta 47748 zcmY(qV|Zmj(=Hs_nM|ySF|qAr!ijC$#){2JGO;zu#I|kQw#_f|ocH<8dw$gJ+IQEg zyY_W;_o`KE*Vzh8^D;~8L)bnO4v zBwAQ9J_}qP`#&Hv^M5&*nHm0BF|+)m`RB+HU}NOtBXV?dFxIz*b4x$-UWq2<{I%xk zBgzA>X1h)=kmpx&ToOkh)_MN5aw1|q0~KOSVkH&w_6h7wEH9oSeSau)w4_)tk2^T? zTo#93Hq&v`N`Y(qqa`e@@vTSX-Il>2oT=aL<&2*Gj|pFv;n9QFiWMn-mRM)*H&Lss5j9{4+6Z=t8Gh9}^qz^#H$mncVy1-Chy>e&Ouy>e)$_&aMHgJ3RY$8{LoV z>l&2dH;0#Je%<`E+IZREv_|i@hLs5+HEvxP#aO!VWO}Tc)f{q)K$Y=*nyh^q8-*#3 zGKZ&-JtSU8{5sU9@X0goTHW*5c$IajHr?22Z*Z?z(J}Zxvhz9jTQuaIG=Q$Jj6jpX z-XA}yrrP*~X`G`QT)y0|C4J3V9qrN<1ai9@=6{rf-2Rwz&7R7n_Hfjg;F~U!(ZK2( z<4_2xB?hZmEWE}rh{43a@9%hM(*ap@CG;Z~x9mrmZ`em2g!872ckgmfyz>>n!S4+r z_z(5ciC2MR^xp^L6C3AYPr%!^^ZNxR*>2c0ZncyGw1K3;VXG*qC{`cq-lPJdBmb}h z;)JpOln>eO6ZKj5NSj#N!WEg>c?ml zg=Hqxbz!-uQ`|w~&)Ny(A`vjr* z&Eqv{kek^vsM{?|27$w(L$I>DX8J7z)miJ4fqKU0O)bB-r{5$WX*lIMmW?HPCA~&da!I12Ox(zOQ^MmC>M!+p;oAlqqb!rZfO}8LJ z*b9+Oe6zPM5)isAyQ!E_Yn0m1P(8^`ZawBp1QXmOTT~WWedf(1m>93d#6Uu&TC8kN zzbFEE=1rl9U}7KWXTELyK^@4akq?i_Q?|Jy=$b0(>>JY7?5WMJ9+|xRE~M6utEZ!^ zkBN@=yMrv?8Ms{8c)!v8SXcl)0HEdVb?+vL-eSG%b5DIQOPAtRT8!ERv{l#meKbOX zYqlN_kIUOxWd`6}HKBa%dy$-mY2eRe=UFc(b*?~piVwk;?+uJ7m5J3y@PB(j)_vQ6 z&j}L*b9>rcmYDPR!UZU4n`^-dE(R#DO5QGYTE^!81nk*6c)7-Ude5iUddU-XxO z6b9#EMm1eC8;WpT$RH0-h0@F~cgyMuoHQ3|JVmRHv0{=fs(x{_UI}Z&zJr+iK99!Y zbg2hUlD|0PgpJ7tPCz#KSD!uyUONq%t53J#{71zQPCmC-5#$MP8)$p#eMU@<#ycOt z3mIMjERGjFw)AaO+arsRG`x5*;G943gGFrCFj_&s>^;^F@iTWhVjm-!X*q#ouAp&~ z`6Jarf33|e%wKORP83FuzvT;D#l`icEHn#Z<7+U?s2M4>3#JYEyR?&^cRPlyvJ!@)rV`aJlRX)$~|U^^7fJbL@D=l2wad{%^S+oL5vSHH@&qd@trZmPUE0SV4ETd#&VK2Ol+!LTvd_c_13u{>wII|q?= zaWUhl++6+Z^LFZuW2bi(V5vzKSL_z6Uj0U(v^Im3qo%gB}hmO>11s#AWV zcV0MlS|jq%U!{mW!VT)>z+*`XpAq0P$Fq1nZxW2ScL_AHhp!y7`YJYc^;0IH1l zg`3`JD^^tCyBaMVaLt;%wFKLOM9c^mC}w}dEk*f9V!w$*nyG6u4YkF9oKl;m(N&jb zFQ8C}Ed)U!a)uXuhpEUUEBQlWgx-W_L3jfT?W1o|o09vcdx(J|^8zQ);TA2n^H)4! znpK8j56*4#4Ws+ejM7hd>Z`}JB2W*kD&yv({{WkrJS9VjR^*8zZi;*e1KIF(YM=)*qxJe`cdtHoOUjs zBfh&p#IP;P-KR$|&$6J3;50_JOFdiEm-ZjLX;pp))b+MFKG2uZ-5Jn`kU$RYdlR^W zpjF!?_WJl1>e7Ig*SWZ`Urd0|-Hz$Yi3wFl$#)dC!i|}!EGKabx=tS z5T@GF^Pg~JP*vG0Sou+HfS$?7k;vsZJV`^`=I;<<1UD5Ln*4qXw+Cq6jhT?I zG70nvTR=P<{^vqiFiN##x=SUm=r~xG9iEdcO8jytCKuegU#kV(%OfjJs6`)P80Ko- z&$2}ViT9i1^17$`j5LdfG1;m_?+L#z&FEJYXD6?bhy8U}GpJ8h>@Ky4nAi$`%P*>? z)25;vrij{j%4~owqrbaNgM+@37_#!UYki}&b#CwkdRRJQq61=IL`%)spJg%Oznvj^ z1^Xe=YJJT(jP(+X7ZBsl?wVnJi6FuBdivq?OH4eYnxIWENtuB^mo5gLRRtn}8Vm)= zk+fT1HcktCqiZecMR$s*>#HDq7y4rs^T(_6yM*_Q(E2;@Yn!ih2){Nq-a%zeAueoK zk~K-4Oi4PZ%gy%9YiBoO?)YA_c@4KH-GTl4ENTAaJsb34(z+WrCiUK`mRbG}dz^hC zk|=}`@aeldxfyFm$mxLG-;VkoeyK$@HOnb`GQ~`eko#~JXTJvu!zX|=jc+nqaE6go z5T`Qm88)au{6ar;*`YEcHep8mE#o)H5ND00?L_-KC@5(AO z+i*3s1lY`Ea@k>v3f4OP^n7K>fuG6TvfXg}X?iEgKkqhPZ|+y%o2qLUHwNFNJdLk% zo7&jM>6c6Lw^wyeY?_XXM?K5H%#Em}I?lWvOrn*5)N{#wwX)yg33GG`FNNLiPioJm zXW>ez)I6?z^QP4Ovq?w%jt{oHZ3!27eyc6fcxNLErFqg+8U@}Q`>FA9Qn)|F-0PuJ zkeBTGR)^T=_Lt`Io%n3p>SgCQblwL>vQl;VR-Cz%J$|2zDq4Sl;au)v9iC6{vvjsO zW(hw7C*$KBdf=_#OT#`wx;ZrhT_wyCtt^UPWT)u%q;@k8@x6=s+UaY!kk z{ij!8Ojc>Y$qn=5hFLc98zeuDPyU0wM!V_bd=J6FKE~h>&17fH>e>A`Np~_ncn{B3 z1%pn>6dJVRqChoTVV>`_?WjR_QXV(a4a8Zrp;WF!-0{fJ(YzFH!#R`G5A(!dwke2Y~ z9+wl*^FH&k=w+pQ?4w@kmdJM^-c12_YgA$~B4sDorcth0!*D}YddN|L-LjmTSYLek$L@Z!1Ux)%)GKiuALiu>IwfpxI$GX}b5Jq+Jo#826m`T9g8;x&@Njt= z{mTU^0d2uF59(ZhQVH6QrE=I6;-|(iOD|@kBTynEXZaKq<*+bl- z%4AQBBFaKKDavG?d!Z#pwvh6PvG-`oLpC_M)JxV9y#&3h>KN6o(tn<9-_`#}M*dYI z>z@NY*-ZKZXq3p77uE4{Y-^9}6%zBSHI#ozBA5J9QYw~I&@Tz0Rw65AQC?gR=c|#@ zT~<)8PKckX+(=U<>$9vb2~-M05ZC-GX+{zuZ)2(agH4OkwK^)oecwWPXx;L}D5wPO zdlN$gM%o3qf$(<+;r?ZHm-0}B!+DG3V|XA2mBQ0(p*U3Vq&%Ba*7}6foo&?M-nviv z2{p9Xv%!}Apb*O+8De+y!djf#NZvnV#>lQ&&aW&#MVj;R$sU^sy4FP)*pyoCM@Jx# zZKMbU-ySe@gYx1q|F1pX;RnistVpEHlzDw{8HdI%id%xzpr(cbmmn(8U#6?GH z4|3xe^hekrnW0~c@6tPd0rSz{*_g%!fyXh>{-H9 z!6`@s#;Y4yFAZ%2$Bgxx+WG;psGY#+o_N#t_QUBcAA^vbsui^hTw%L4UZYPaS{(19iaX*{QOaE&E37@N%;6RZyzKYm+85TFhbI>Q-V= zjC)s8(o4CKWOoeE(?y&1V}D&Rb*`GjfUO;D6#oK>r~uV8_&EDb`zOBLC#7%u z*mPMNWge(1Sr@WgNX7x6otu!4>UdbaKyu66lY7NP;+z?Gaq@M*9%s7{UV7bEAKci9 z!=SpaVm5jMHP~3G+Xy*UvvBU!+Y&gh43Lw}moz=du-)vi0MNgFsWndA1B2nfc7c1= z`GVuZ5}_E_1>Cw*ai0{DwNLV0snVtk8;QE&h~ritTHPO!#@*q^-@+1EEth}W zr5e#(y$wTcOYRN7J*CG#obm#-57ubEnN!#NPvY44tx$-wCqU;@6$0J4EBr%HNW}33yK@3Lc%&5D@j97xMU`GU}I1 zD}E!wP!SQJwn70F3&&PZOn{LHlH|mtO1IeOjf$%$0#hhPpN5o#$QQCrkNh`@xR9=- zg$nApB?f^-CH2i$Yi-K(IvGK!qJlQeSF0(~>p;aQGQFNX?`Vky+j)X*^zqfg27?N< z(m4_s5fM1=d}22SQ~13aU@J>4iOANM*1f8y%m6C(7!E68EKW|8IMxCG`ALxMtE9vT zT3l%YreNL&fmP*Hcu9s{nQ*Wbdod<0aFsd=5lg*y)wqz3q&+RcHR|d)30s9*p3Jk< z-zT!t956l@>+SfP08-lbXhi&1!=_kC6fEEyV(k+iK#~4@ss5#jN(&}+CeMO5GM1}9+%kL3`05(Gj^t5I4*I954>O<24h|85eMt%c zE%YY-F^C-a8u>J$+q7s#Y_rKBbO*-^m*oscau1sr8Ljw}*xK?K`$OW<0*}B6RIc%O zs(-1OXE5s^QKtvR&uwJWi)8NU0?h#XP|mAM1|13N9d8#oI9@^up}L#0!#jIpZ@UY6 zJxAqLTWq+s^?Bn-!nyEwtOd0=h%Oq?kG$Z;mVD0gS1y~REOT^JbuaksF%to+dq)Vx zHR$wI6XJ1^Usws{-!x0U0i|H|KauY@%9ZMN) z@)Ap+FN^b6X^Znw^Hgehlk-mC$yG2sl^W56nhT0n+SnOqG*Ay8{A*#g2$;sQ7dU!C5?hE77y8gly}8nxy=#*KhDWMCkwksm4|oa*{AiU#isS!R{~^1 z*X;Us%?rCm*91*Te*`q$QhpO{a(9nplp__TA8-lI9Yj@7liqD3`wGyr*}F3=H)qn$ zlFUqYaWho=e3S5^W$vMvo5C+b$U2Khq$#HOtiTyX>lbDFl@p(W-%z<3arb0vu!aR~ zt!R4b!&PxEF=K{>K!ofBXjv^k%aA>L?Sa}5ImCC(fSM24L$S_m%+0N73m$Ol#c-zm z^bU6=aUFj3f~C4m^#(}c_#@CDxamB;wHC)d%YNLNk3_P^D>etV$Y!J3vF2)`m1Q-&#K8?}-u&%4 zW$guqIfSb2iWWd+qi6s50NHU!!SVHG!T6qii(AfqG~{96iVeWjsu^hW%1@hXOp2++ z&_rOIguhCxJC^c=2DRBG4g8ZvfLUK28O30B#Snh-5*qRPnC%U&$hl5oL2!uNNyL|v zv!rCMi*lPgkqq0KU0~@l`1cq7bx9YJd!2`gyzk22wU7w^Egg2P{Z^aCQTH{6l$+)) zrUU058Y z?K7DQHfBfEH*mp48xKzAj_39q2y6yF*ns5THSR-lS8o}0U;1=!K+gHiIHXlgL#tMy z_LDaGqB;=&+Q7%{M~C~ALyA-tD0LDi{qONF&@N_l07Z`=i`M?<4UjwGuSoxn%8kKc zc;U#ZO^kt%RWJ>Cj8*gK+2<yzjsB? z8NKHul%S%>F)g*YP{2clgDf!qyRy!P0=0}jfFxYhgD3T*jKXZ=e2Z1=0yR5n->IaL zPd5QPGWmjc`g+E(n8)kPNEsQUyWE4>;dh~A(`gA&1+Zs~Pb1<|31(>NuTk|ZiS+$t@`=4t9%aC%T{IrO5>l4Hz&Vj7^)#g$-qiuxpCs?>n2 zgnqv7j#lH)R9Pk2rbPKU5vIFzf6pO}>n^P-9k^8!26lMf*;uwVn+()LH6k-YV`>Wo zp5s7Z$;W=y7u#AP{HuN?C#AfiYA*E-U+nsJDlE677a4XGz#O30{pabm)wI?=~I5&iM;P4uT!JZ$M0| zDY{!G2@5Jdfsfz!C6+q90~AO^!ImST+PGu5oY;RC72p@dVvjs86S#x^gdheS-w>3QR8^$Tc*VD#r%ZR@Bk-B4ssE6a}3;!SL61oq0uaF{Ur4&On zm($BS{>yA_6RoagoMy6OI_Ok^J=n;6D$x5<$K!@Ge;hKr37f7HdXhI1`r9)bMb$R@O zJA;<*?B_K}-za^P2KYrYz3!m(yDr)>yqpAGxMc`C34Z-)9hmoAPG_!D75cEbsa?g= z!qqBXJeah(MK3RxE~;)C<((Z{Y0K&#{YQJO-(i|SGIwI{Qh8HJ_g3EIzMTMbTQo1YJko_DvTTYwcMC&qUkz$)abIzrJN%< z?kuJ{YHHB37c*_Yw#ls@d8lA4IEO4!OdLAW|2%PM0zgf5VxnlHtnyC9EZm7gBuL5* z!3$5x`{KJdlyh&_Uxp4LGxezIzS;SC08Q|SHCKqg#-?1&k=rN0=^uJ%3ieT;-M4>`~1vJtrJn?R?5j!trYB z1#%zNTvPw2%zw%gn`XK~Mw%{4xMGQ;qjC3E!m-v)LMq&YV#!U2qD6b^gxC|~E|#cH z3bK~x-e8lJEhJ}G-2JbbbsHQ9@>OdIKsKg#^(ndOf64-%&Qdh31{vp4meWR3ezPad z+?YpXDrA&rG^N{Qe2%ikvh3-fI;SJ&8b<+Fn^OT_y26126PD9Xf~2mnY;lvM5zBEu zRU%6@)^79GXx&m-GH2n@NS!NGMwDh&nIcA(!i$hWykZHw=II|}W8kmyH#LqxGMz^_ zZh11kjVfX8tgMUYZCr8A6iynidIA-{5@$=NgcB_Z;gJpAn!4tq0Vw0LU!bwN+6>*; zc-?kco2KV@hfrV?qs+hbOLV*V0_jbH`n`obEUbk25I88V*@K1{BeT(bZD%e zR%i;2`u6d!y?Cz-Uw}s*8#{ELUKmM?2k}UOCa?%?Zi(f^frbZ&4*zA4FDY=}-}j2M z@7zx#q_J(-tTy`KeL`QOKvuJf9#gWW_ut%Fzs7Lco2e@P?AAykgd_>Pp82bf&(EDU z8`P_36_ym5z2~J#H5(0&^%27XmRQyv%l!wJeS@mylJe*Z<^VVe)SKA0rPVe}D8(5c zBoj$>+Gg>!_(7xSr5VAvj$te7Me3L+q!;u7YHe5LCHidt2v!=^b~7krpWm)3!RT8Cf~a;ywPdoi4@_e>ze=4VmGncLvx>+IZutdqcmQQ6dRy=rtn z`RV(#uG*i&BLQH`4*EFIUqMe({E~DwRL*pzzWs1!Yd??=Jm4}3$3)m|rsvBl`K3Pm zu4n;YKplqE4u3^}1l*pe+_aicrLBlkr>exP9GXWN zhPR?kE#UVx51x@QwpuH>BVE3vJI`=1Q!LvrB*&$nP$oSX@f5WZNvrryV!_hQw7lUG zm^L77EGDXMMlZR=o7$n9r86M}0^@r!B=v}qR{e4-a64rg%!1yGP5B7%%r(>WuGIXL znEcbdklvUJ`cY%38O5{bYAy87K?ok#f?xZ8Qv&#i=a9P;$OD+G-d6?Hm=LY6DShK> zEh?C~rZ&g1@bdLJB*YuKvA8of`5UhdyQr_)!8A7&`rTVpX~+!x zWKP^KhAd1)rz@WYH4ySF4C52%rz?VW{oy&f`Py3aY#Exp+?fK0sUwZ1pnM;Tmvs6U;jbBs&4&ZSvR}= zzc_k>_kL4-aX&Iq|D*#Y&Dj>4Qd*0GYaceh%Afg6WfE7zF@FkXmAF?)q!I#Kp4pb$ zoR_~^?RTxGzXh)tMJY7^&pl;yuWu8RsX^5|LY89OeR@tr^I8uMBww^2kwSe85J0G{ zvNN`-aOiLvH6|%3+IUncuQ|dk(pF^*G%n8DNw$Z zA$M2lq;;WqQRvv;o5I0KOl-fwu6aUid}@-~WNwy18lEvkY=#TMkq zm{Sd~(;58EIXt#e{u>fzLj3;QP*XOuyXy$LYup)e(MehGIw4`oP4IDj%V)4H~sgPHSB29EQZ0@5q z2i@E_M~+s(Ty0PYR9*r^5Y|B}pfXH!xNsX;$N?D?!zhb{Za5))QIRzs4kL`#S^cbk zkGzH~xHe*;x%q2MAvt$m3HpCsbI`G<$zbA?7Q%m5nF&fkR)YL{Bor{`lrv<}JgLX3 zO;o!7D>lu}=*fb7=GqYELQE$GySdFFaBxLakdl8|M+oV>kQfixwh``TLvu9Ma5zc& z>ALaSqQ|PZnjFBv5fsWfok}GjEn~^084;iunw-bMAsSljE@Mig!`v5D>?UKX*;-hG zsKZ=fkyU~3HrA9L3AM7xdSnSxk@ByWX?>acua?<>Xn$$bXmH+0Ue)9Zoe>iq8gM`W zIclQEoTih`1#BTqT=hPgT%sfIm@(MBfOUlL;Q2qe8LeS=(0Kt+3WTS!9h*XLYw6HRjPVfGK2)8lyg}tN5ts5quZWn;@Nv zou6W%`yB-#2gc>3x2VRjr)H4~gYmaTDb%rpe5x8Rl^A0N6F+9`wisOFr!C=+@Wn-s@{OnOY6hB0;3iD2=m2L4~ zw?#Z}CRo^S9~H?%p}#}*!ps3AARKHirZ2XzJ4b>Z@nez*cLX^uE&HS8ICu<@z}s3k zg|D$^zjp0lis6=?c{7rLFJDbtD@}1^M#bRsO{K-4GaQg4hwXGrZViFRu*!~%L1R3n zeA`-%D4b~Y-ZmF_r)>GtWOw5ME?|F4({7WVVUh#$VFa=#KH>)whak8pVl#7v2-dGUWu2x4Z*>={js5vD0NU9C*Lu-hvtL zMJ!6-B#;2eZlF!k3HGTiLi}4vuCw)&;+*nws0)9%X6D^mW&%%V2^IX{51M}G+Al9< zj$%oy_b+(sppf&D+zkM(zsMmeas>S;PanpS+q;*4U*%$5;d?T`xPBu(PNK~;_vKKJ zg(5GfUAM_M?`V?%0q;Q7Mx-KeF8mtV%uE%y!K%jL#rT3Z#;1hnlp}U>6_kK7N#qrU z?fK$FK42}4?y?+aOH0v9g3k8138x)~Tt5Bzeoa#K7aXoVx%VYdC$2(W%2TbNUq&L);BQ#+A0?e}%Eeh(?NiZS3y zmQ)q`t~JV}c_iuZFOxr(G{}<71Q{jHG>2xK1(O@GLI_4iPp=-WqTh~3oS8ylLB>fO zDJ_o086dB%3K<}Oq&yw&k3M!H_SvFJ>_l{SDDniJ6RxLA%w+}QUQG3Bao^i}83d9n zUR{q6=#0Jt-b|5x5)`Dmi`%4;i+o*ud;TGiwRD=`KJATnN6>Y#H&`%6&z*~Ap8L-& zn>tAh$QxA|hk>a#Y_91-*IyF9c}vM9v3qHR*kqpiV!j5w36+@nbne)(Sv}9Dh=sAj z84v($UO5nH&0QXxZhrh5gs47W)mxaaWq!t|1Pr5D=CPt?-AzJXxwoN2)|Ve>c|nsK zge+`@Q1P#EN=y~KRIA8MkDz$mBZ2c%73~OxxBr2iKlwqZVhfwNwDU~px*tXthMKc4 z1e0l>6FB~>X6>YzufxaGR1Rc~^}hdt5(^Hy2Qoh=HnL9s-5Cj7iItHn6PwvhKeM9UP)LdBsAx^uqwy z4rW4+vwdv?52mVk?qfIkE(BbH2qWwVWnhnr4IwY|9yEbJ!vH3!yU@^YI7nQJzXFiv z=i~(yw-~9-s4aWhVCuUBi@L)DWP@0tGbCw{xG)MaDTf6^I4^=8N_Mjq?fV2Lf^eZT zR66|w$W>kU<9W#A^KTQmGg4`i)E9u&@X?9sdlPc@G;;LzrQj5t!u@s5-8NmJHSZhS zVL@o_o0Mo$ZfVheamxtI?+E6CpO9j4|Ek%T>A17WZ%5qE+*^=ZM!LKmH7|whQ!O>b z&7TerKyo=728V7-i0_)*%#K(vLP}K%i|jA^x17rsp_T~xoc?egj&%djNL>H_qp8EB z!YyM3L_p;gZDSWCA|>uue|kbJ5af=43}!PuxIV?WsxKK%*2C-OCf#hV)VlgE#I;Ci z+*n6BF5eW)R=YOvbnaliCH_eGeAt0Uw@;ihT4Aa^9#cFbx0}-?7m4)w4nQpu?rg8S z;J1YvvM^$BxdNEj?0hn2< z>_RFb==iGPbCVAa&URCTgUXKRgHQBAE8G?%D-`k*YQq@0Y5gR;Y`f1wIS!K()V7Nt zOy-Y%bM_fI))}P6dL8!>ij4Ze2wD+*S0X$-nmFi&asX0ZfA{Qpt5Jgc)J|Olts3`~ ztx~QjZ%(5OC-4)qD7@!)!>z)P{a43Xg)d9sFRqn*iic~n|MqoLNA3Coud=N&|ClPf zO#tmZ&`#n}xZFg*9Dwu7ynbO4t5b~>P|uNl5MGhotom8>GIUSkrfHV{vh+eatIhra z(D}CgEO_}mst$fBsccxzc6(1gI{TjCTL_F;1eu%PGVrne;D3~LjLbf>V60b}s z$chP(tjJyAfSm?$t;m(TGn%C>`Bd|U7wcK-(X+(A?T%+N$C19MKcjXW$R=gHrEUg@v_mhH;Wc=D0!N*^@F^+ zI5K7-qeg#>T#QLAVeZd_QHgA^q$FXY$@M6E;Tgm%h|>}9>eRiL?bLyzo;m`3MW={u z=zVky{w1{UXanmldhLilnww0+&`3{~P~5s30(a?Q~ z)fBCQspNMt^X>EBk3%#+x*}|Tgg^*YRJsVzh)YM({iBOh+}ZDgc>`vbaDHxN||TZw2xhpXFWQo!zK;| z!rlT2hEYyV2fl9QEeN*0%a;Zy{$#?jSHdmK&0A(jRJQ2(V_3i@Z48Ll=~Mp|98&TC zAybrxl>FpPkS@TW#CA^ilpjD#&>Fsh8GJDLS?wkRMfM}{8fDc|R-DG16o09O_YiLp zQFSzFt+#I!EpeIQVTp^Mk&>#3*jAxHw!IX2H2i_@hAbv>3t-(LKEOZyGpVK8qwns# z37dg$*aY5nioPz12~gw|P#1!2prb}1B!?h~Lkh;}ZXw}CMP_Gf9g5s}PLz5ts}}Tl zG>@9>jSSFr{@6i-7g*p;XEoFt6!#g)it`3Dk-$wJdC?{p37Wa{Zw|{UP3Om2gfk4) zMG_{tV$XOZ4kpOEU<#0*;+rEN>i1Ju2{no1_-dgY=la(+3FzUty+oXq_Lc*y+KixY z6M59tN7SIe5o$^n=S>XSHi+=@(7(yX!#+;pMx(}b@xL~{Cpt{&tcMcDwgzXvEDOnB zYFROQa5q(*@~Hqt+v@Tk>*OU9+O9;N8;qI?i;=#@N8n55nWhQTy)6lxYL&bUgn^9Q zR|cap3WIk`1O(vBkvLKpVDr^{gYc~{n`LD);n4f@CGo~iGq6sVXMnbkr$^ z_R~MCy|(zyw3cqN&|7khjXx0!Ll$>=?C?@MprpkQxuOK6V{%60SGzYqF*#aAmP z(#)m;vfRiQaXK)sUN!<}y)gk}vR(u0du>$9h(&$q_9RG0+>`ona3HZ@0m!R0jz4zJ zI9xaRK%2XS#9cUCXbHAvWRQiNS{&{%kg{3+&O)Yx5`8_uMVq5wV`t<9$9K{Ac>>8# z$6&?08n5-X%svlGsp~%lzcgKo5H8^P5EfbnG{mPFin)4`ibIL&?R0sm(|MY|vI)!E z#a3xkj!)Ek3a-6D@UOrn#0edOCH{b{Yc{9j9ZuWthWMIL8TqBVv=NN6X}ln@)10mh zL)OtAa%{9f*}tNxHg3z3uA=+z_X1o2lAua5A>oRPMG$YLe$;Txi%{@lBQbIbPo_|L zpq6(BzxO9L7BSlx3S8Ysblq+yToj%5J93a^KFV?E!lXkq*Ad^D#s;7cJ%o+#>3(@3ayD zwRX$-$o{;tA+>P%vOzNys7r^l6ZKdmUPZbF0Uk|xV0>yL-A76H<4rRa$Bsl2xL_oJ z+grO-#Rk0J%2E!S7*|ub@B&A}20WEDv3XapcmK-q%|a63^)%p)_5oai8x=vut8*)3 zF*0!yu`w{xF|z$@#$#gTAYx-=pyOnWj}sD#N91wF`%fz!D+lNQSgdH3 zMs)F`JX0vFEJUnqtp8)e$iWd`#@iEL&JBgg%EI_*_aE0xtnt2l9se=?Y}#Y{4<923 zbG#h?e?S&a*8g?{ezFq?^x*spjfI`*zo9X)ef9#faQyT4860;!r=a6MXDlrLBKc1z zAsb_St6&S}Kah##zaR(mzj#@gS>gpn7~?yHLU1@({)2q}%>N03mErROhEMiSzjX1@ z!YSx1O#e)nnVA0Tg^?wmOQZzgU}gD#+6J{XWAK~oeX?}zGr=4CULaAvPD+qaAR}$6 z31lMnwTQ(!Z;#;&P9QHX7_fH;s~}ILsGENc&e6}Z`PKJLJ*lDus$l1FLsYAG&lUWM z8H-Z{+py8=?P==*dHPt8+B1#`VO=NT*5jwVPVKeBB{i@(LJznrlv9g$3v zx=7ssCy?`zb?9jJx>t0Srl6Z&d47Eppw!dqRILAVT+;DJ6gf4`+^j|7Pr5p&owmD~ zkpNefrjdnPSle`mBZ}^4L5aApa)`3|Pm9IMRHps(xaJ8;78b12p-;GyoDHvwu;v3u zL0`BmIO{xiL|P?MJm$wo*C2PwWV2$;(=}Rvr}rg#{Sqv;x~+GDTB-9 z$86<$ErfpY1Jbu&SP5*hG-y~Btxiw({i1X06Hz@;x1KHA-3DWjI zRXod>!}|p_3Y-u)pLU2!FVR_l7r+IHX1q6gd1oV^alFlL-J_#srS(^H?s2@Ep=9Es@W38Pg z+i=|=N3eUp?%q<0YA0S&v40j@=_RNpVedw^$*^xg!CPN{XI5m~(530R8Ed4Kt+!25 z)~df-2+Bcp-V&V92% z<_mzHk3qi8E=BAgyz`sf^mEt=V8ALez&U;1Bykg_zAxf&0}(g==B9^{omdCl;L20x zm6bn$ni~^Ld1MErzPLRzt+9*OUnN*07~mH7Zsx&rw+kB0p?}{dnz4ykfpCIIhgxvb z$#Dgqv-m&G-dg+*=A3=4)Gu&t0Qwd>8PL3VxLIz5k+X;Bnqgeb0VGv`tBl!mQ^G?n}^ zPIb?hLM4xdaSDD_S#=7V%XewFBy!qVb}-UV>B)+tJh0V`zfVm|BMQs}vuhv-2K^{i zPgdcxS2ZJu#`niBNOgYw)7Fg_bcSS1G{N_W3{99X`(@fM55I;M@c;Q+c;G9~VQKQg zRtAF1HSGHrO`Tq8qzPl)9pfdJceI@4w3MVR149j>BczMzP=d-B#RxSN_>}|I5v8 zaW+!eFG{2@itHT6N;7~wg)?4y67c~ttrXqv%7uGWwCkOFrXS1?DZ~nq2vBhbC2D=l zOQK`?a6xQeVg-Y{D0*-a0pVI{wU1z>gRCVz{esdn%r&QUa(trH)aWp|YIC8XWKu(h z-*`9@cHOyOHPd@+iLP+uATsUWNVO1E2`#{*y;XW(bLF=9Hj994X@nu97Xg~k(8DZ~ z==dI|;Vevu4(xg%@~|a;Wh{(oGRAlo`#;sjTe{+!nOS53!}~>GsEhpZ<|17Dvyd3x z>GFHVxw^yk@uK3$83em=r7@+B%i@*#9XP7d4l|_Bq(G$FSWwm!ns83ux2A{3giU5w zkQUe9p(}N)AGZJtz3-P{_ys-S_n;0Ls|Uzfy2OTW&s(6%WuX3-k~x9qMtD)Cdb#>A zBjpjEVudAt3f4LT-s0lA-5-g=7(B(Frw%)(xa#LC^6zd6iZ@g7sTwhvv$Go4`GxlZ z6wX#!yu}Jn85D^;8?DYONuh=@E-jp(4a8`+TWq-7>iGaOh0b7omsBm+_ z!y#Tt%5wPf*;x;#0?C2{jCpR=FwbJJh;5Cjbg1>ls#V@>b*3!$(BuExCxnSKv_nSE{p z!wsZN;8`iUI5P)|&d08Y2>6=&xTBO!_M^vY3dosci5`Wez+%rJ+OSVgw72Ddle7&B zvw`YQAw}UZWJ6zztV$CJdi{~eU|pFjLeznE@%UAn7O&>J%_Ld4_0ms^;Az~IywL}Z ztV6u9ygX*G6y~e!O%?-og{!gm#n-XmVtqgq7L@Lh(uCGfzYcnf;t?Sv$G~nUaJV>k z*;jYCUodURY}-;|0+TJ)(YOvB>N=_R0R9SQ5!>+RBr6D{sC5^VFL%I&a&J$@vzbr~ z;d*;C!NI^6f!F9i?kh^c!te`prx+Zdo;%Q}0&l3@wkSfoiq^T-q11-Z{Ggc)PulCqtF&dQ@^jB^5V$|`~TP0b-=~^hH-aAsqRjbmadG9#_ds}vUjpe zk&IB3k?k5PqNG<2MP-MyXvnCnM3fQ93L%M-2=V_vzd?8RCi@i}NReLN;?@`%KWK^lw-3oy zvI}qH3nz`<`AT!j@+Un5)zezH^ct1k$1F5HI|N>gG;@JmUK;mG(>+K3ZiLRrIFB8Y zu=^e*x`)52#m@1c6{LP+=l)lkr7h)CFKpbp=Io-pM2!umRzV5Nax9mwa#-;)?0M<1 zq*l}6TW2T7%fdVPk2TcV=J0E0t>&&R8nC%+ERxTZS;gi|m&Q474b;3bAs{O5!~GdW zx`*F5#j?+u2azO=Gz-;h(b|@IS$Et-%|!oC`ewAoZ7(!Si!^gi^GhX(QBFz$S{>+JBj!TlZ`tTEg>wze_)jC<~|N8_KAw}1K)lRsx>SY?&vYuc|} zBdqjSg}(LBv6{1O`-8(Lou`;5yNx&Cg;y;iXJ>$MW@#vN;ddiYlwbbe~o?am!pXs6MiyF6SU-Y_-ok;Uoj zwD94)Reg$2m)o81^ekn{ExSQeZyKeU^s+x>et6ZPoU;2?sop(?l@8YPHX2rXZP4em znw3&s*-a2*82xFMQ>T-%g9+7M1@|7$y@U3ATsd`I#_>@)T|d~({SkB5!D;Nfi(%_` z%;`B}`~0z21|@%8y4jjr&k657IQ8cwPbaIGi1eMc;yGQ0eEqRyM~L)e+<%Rmr`?=5 zxx!$HQRT;@-!G?B_rJF_sgv>O`ht_W;?Rxr zrrg;+C~MH;XvW#NedVF7;sXPtzb0%uX=@w7T(IZKoQBrc>=QjU6rHs>pE=-~xNq}R z?!{N?<*(GkF1>7&j0y1H+)MAjM}F;_Zd)XoL?p)^ir@6Itm^c&YsXdu?jHUy@asnZ zK|1^X8#Fc}$}hOBi_YHbJDc0%eyv@rUHnC6vY}y2+@*+#FFs7N`LAJA4>zk#yXhC= z-^|jP8(Vg7V6?HtQo~Di_vBVJBBNo|DaJK!bDVqMD%|nF{Nl#*(-u4D4WC#edGzbb zj~hqYDl*vmOX(F6v2AN|1_x!Ywmb7ieV&^4Tz`X~H}^gKakW=AUy{XGwTJD0zN+ha z)^vZVrEG3i`C}*B*O|Fh4QI5~_GoX;Ig{eXZYtvFiy;h=lM`0=J) z4B%6=r+Y1r4NrfQ{2;)1(5dFJkrS=*4`dhx4YjuxeY29Se7KdLl_(`9AJmfN{rQ`_Uj&6o1#UGSgh6FlMRsvQHC zBNE2h1cH-s#_n&f(X z&YFnbT}mHp@wXlvF-~@tW8K~6q{gS7!-fv>xPsQWy-SIw@9*;~cDw#Y=M#y0BX8%Y z47*uYGO>8l_kd;6xAtHDyME#9vZQa*3U$kE($YD$6OAiZn)>hY9?;;%Y42p&X|YQ; zop)9f)XJ{UsjBdt{_(YF%iJ&Fx$8f#5X&WwfSP=Wx^gnMw^AN$@XBQ(oIqF0vx4f{K^2tu? z(h~Q!n2Mn$g}3cyZmRba$@{CbPRw6(fmbKW-@>i0IZ^L@eutj+c(c`RbHC?J$h&-M z;q9Z#ynivqzt3n5ZnE0@QFBGhM48WqnCyZG+w&_8^mFO&^W1kPol1D;kY?2!)TO~K zvy8U0{HPcGt;wlJ;l)jEJ;J9IY-oz{dF;#@TrlC7Uq;L=^Qrw`8ZA0CY4Nh$IjgrG zsqGu}s{8Gi)BC|AiCN1=?a`(mc+&nec4EzXgTdiF*X3rs8FtQOOWfwQ^zXx7zm4~i z9UHjF_2gqsGoQVl=L${cK5mbFY_cvlcxCPWZq`4VoswIB9MQ}ZuDT(pa&X%e(LUAw z(z5Zh&$&81Jvw`R;gm#6J(HK5Tc_eK=QmxNp6=;onYSqX*kbNjuPLJ0YQ2-wBaLeg zM@}kuQuygw*R3U87-g7O@ec$K!d6x8kH#nD=Jb_8z3hw3J@tXG-`sXh< zske2>ixeJ}I5O61|1wFf|3x==k&>T43-medy#aOgiD+Ctyr^ryi`BYadd;%a|9!3K zliSikmcz5owmm+(Vt&M2-!Exq8&;wF0b?ODAB+E2_+kWZBm0+~6lx&o^AoI8l6CZLNm0FtGmgIlaP_0JpI?L{(Yia?cDKS{!Jst9Bw}P^^k__dHQ44 z+sZ6fTc_Je8DBB>Ml|LvQFqXJJmlEdoSj&_ja^|@89BhSxslf6SLleTG5c}?-mxsS z&*X2ENUw-m3>|{KS~t0!ie0pEqWX{EQyz~qoSCxy-iuP`$sax#Oxn=R^1g|OmhJN~ ztrup8Tr0m?v-?(L!jIdXquN$v%VP632hEu^dfVbhM*2I-3NCMsI(~8fe=`hfx~Op+ zn3WMv)BiKtx%}rAgPJY$xOICDavS1HHwu2m9+~w_@M~Jt#nhvp9-FmK84}oBSo!67 z$sq6Av>!a5o)z&yqSoh(n6AZk*VOmSZ`#EzZsw{txXl@_dGT`6Z1**Gr9oe+8ji@c zo=&~8yh`Jc&Sf9=LwnN=&RGqDp;tz1Occ!yZGRk*|Hk9U9*tvfCZ>PPTB1H)BK|O= zt!LcUFz1CpVr135A(yb)x*!vCR)<#@^ zT-0mAIhS!WISpauhX2{_8nsh*jBLid-nE;L*>t+@y{*#$PtS-`v+lOcxp`lD zvYYALY({6fe$m9tGfbcU2ZPt=>8& z(e8N5(uh&jymqHK53K3^+t!Yo6FE}C3SM-l@b&7(8TvV%vc|jmTTU!g=f5r!Nz-@% z2h{m%9*#^~dRgLkvP;g8oS=e5erCQoYZ`gBvnJoXHo3U4+tiINKNDJo*Tol$B=-=6vyP>zc&icwG+g1JY%QD}Txnnvf?eYSP9cSlV3GtH0sx~_YncFo`_*80+nsiCrCmE4~d?PX2oSu@-Ye@ePpTqAN0<@rjj$KRPbYxG|Kau1+_>+CM4yuS&ha^uK9%!|^Tur+v2u)=@Ywbz zPUH1=2J8#`QOF&?q1Rg57k-YiH%TFv(|gChcH3_eRB}7lXGnnOHs9a<{L?F@&Ed_8 z5A%RW*_sm?-3ILpiAju)mCZ=ry??z~m}QRM^?`GurjC9-P3OpkE0JCO;=hOVbiS!Q zM0dvUstBt=3ws9U8(wjjdp+!NYwp!d&l`=?h9^HW?NPp|m!s}-*?}7nz$UV#;^a#`@Eeq`b40|tWBHZ7H@ea z^Szvsl<+3rWc-wAC(<4a;F8VZ(fi}yd=_pjF+JwqntH_}JkDz45Ob5eiM^$VryWUJ zmG)rNp~LQzPwpHMSx>ZwWk(u!Z?ZXDG3jR715@jxPVY|zFZgKJZ2~$>zf-;ML%<&!Ea%PIl-WUD%zDzmw)nlPSO!%2G^*xqXF=SaP_m~f-yh6 z7V=pG5*RU=4GvM;^KNX;*`MidT_Y0?w9IkJ)pe?gYoJ$NC_Mc-`z&;cTWhbs^jVPq zEZ#tyZ?SaSu9us+VGhGn5)PQ(_ES6O_2_rkO)G6gMkOa>o=Xi{Q(lCOT7J;~N5jgZ zDgJw$-j_^2Thmk_@JuVEi3j`Qgq0`y~i{2-FKDA5;nIFQ}>b&Ffdy6qnF$_X8gU?(PdfJ zj^0?3{B7aA533$^&Aw)!KGRn#>=d`2)vy|VjC85m6VF~U&LsB9jjU_CUeEA-(?Bo6_v? zfTXRmvj#Rs#@5YeZ)F?~8G9Rn_dT1IFj3miMTZ=R>fN}N*d+6798%k5&%+8c$DntfYi7|} zc^T_#w=QqG;ZfT7{dVD_*XPH+-m&Dsgf&C6S*zQ-7 }OP5yJY&mm$Sj_Io&Rg9J zmaflloST?4OKbm^u+iIhoOSG$JT-%6IwkJY?7^eQ>@ZDCHfKZ?e>-`nf>rQL_pIme zx~tdJ4~<|Jjt|{Wml+z^zm18GTs_}AVClNLr*q0@RB!YD7M)QyCL_ku)rB>=I4^y2 z=Od78D+>&}b z(cfHtu%^~K@zTvk0bct?7!JQo| zBdtreE-vuT7(KE$Jv4l3IlWF6QyTtEEBNTKy5eHLoGTw11BSK)Ob$7HP~$<_=0z{l ze_lo=HU|UdAH^b>&NVyXlDhF zHV>WO-={UqUznqj$>}pou++nhccfuvPp z2g47Zyzj2t&$su=-o@RE^jyA{Y9^YOC)2vmJC@i-eeF3+_tN41)%G;-m zd%mvipls#!4=*=(g^sN$?DaA`CwY|XfFA6wXS?dV-3`z7(O*aN9yHTpRPts$=DC`t z08P6+xwjTo&)F*$+dO;LyOd)$I@Z6_(jQ07mIeHn9ln*Fc)8`up6#c{w?0WRYw_59 zytenc-7iWX4%~Noo5);#!+dYQUE{+%8(7Qr552IQp0mV7_Q}28IKef1@{ z23x-llC&6Q9lhZmljCt=o{Pz>zKr526WgTuXSZa%ikdx1-(Xe4@nxA#8zsg8wrj>j zi{^Oc_da*Q`Qo>dfwJ}_AOB9BbsqXRIpo#82w5ceVd;QGOuj~Z7 z^-d4f#-HILG+hW>5PkSBqRLf;+i_2tJPT6ZroiHQS z@cnWB*%rpDCmY7EeDINS*R=LexBd82^icE4W_E^7 z=Fp41{jELki<)#F=BYcG`_-pxSO2B&r{|U(5Fe5FBA~8h@CKUn=E(zlci(93X2p$| z_boDh)%{^LDZFPIa4$C_!k$=Ap-440><5BcS>C)@_X^wj3&| z(@$O9ujJ#f#X*}gpRH{v^xrnLb=|3X;(gC$0bb7+)Mz`tDfH1;QheU2eay~B2P*EQ zM*3}O`QF50AGTdRNO(?;meRta>M{cvjh*ttWR68n!3V!sYzQf`N+@!99?ugu@yN+&$D*L*QQ-1tD6011bu~-Of`QD$a(WUoIC6j}G$ny=T&UPp(cc9~%pC|HRY- z^Imst>bBdbt#r)s?ahW?chqNCPPoDFmZkORBmR1F^tHi0j9NbH@xmTn#m^^vNa|<)V43EL&8=@{>)q@8 z>HhXr^`>nThFdx3I{8_&)*khm<9G3Q-!tB({j>`Pr!l}{uxN^ki z(fpj|ai{N}T(fzioBObFM&mX~ZW`y_KXOgOu6MTG#cj_@ovQ{OTvog*j&Wqj?z=IQ z8qTluy}$0%XZh5n<6_cIt(rE)PIy#H_Nee&%%sFDkKk#!T;YJaanq_{_;JMA%4_%E zznS}XN%^(=k}8AVhNhD}2kg%u_-N0*>vwM*p7H#VXu`7g-A@yiJn6ZtwbR2pab=;0 zucw#3;0fHf1@5Q!_Z-!C>;SXVD=m+7n@*2Ev2}Bm=fKYHVp=9=2PCpt5#Sw63cS3a}u-mdx`aorb=ORqnx-6zrP(#2kxW*YJG1>@37 zq62R{9C!O<|J4b`$EECjVAT7$F2C{f(?es9 zTzzPGBlq?Bz?+c~tv!y+>ppM$<2v!=Vyk;uah9jfe3R)UZ}jXeUf9LLdU}QE?Kr(j z7q8COCseD=MZSmSj?(?*7e{dWG+$#Yxvn*JBXI#JcluX?8@ zs7ZEz@_Bu{)175utNvSha;VS6%^yAIEiQ}exmT!uPMo5BATxoyRY%F9WQL$dYveBE#Urdn-|S^Vio zABR}}=RNu1OxE#*!-ia}xl_IF;hjYF?fHuxto_^;22besAZ{5WtZ9-_md&<7XI)*# z&Y67fY_8d;DFd?m6$Xi%UU!f5+>ND=6W46>xd*hR#BO7UciN0ir zpw8*_*mt8NKF^<4zw~}=QuSVb(&&9YOUna~&M6=D!=-p%t^c3@Zounxcj~Hi7EWgI z#0w>!f`yXA5q2xqk61jb(fD>_qj7`p!C@KCQ-6G|vaY-(ubk9*)7~yqTl2b3K2+pt zx_HoxEu+eHOfPJ8nmco^EO16qeR6@z<(ST+&4qrF{R{j*ANaxLYY<+LxW3VUUaQQPSl9y$5dmKEV6JR0k3pQUgIr`n`yb%{wk z7VhF}Zdi9?ZIkrp>6TkFy$p3sv>QJ&&csWf`?o~TOI+@qKmVpT*YAV2qwL|t8E^0S zdRvAVR=Exh*4`B6Gpk_7{xt2r_I{a1uk>9qMsPXwnYGsQqP@kA-Aef1t3%tmRmJo7RM+p=H{$2{4JG}$7{B@0+4I!!?l#We z#~0{cnUJ$5aIfRYMcq0-u-bBPvF<#Vvzpl{9_lmQZNqFNW5NeHj0v|{Y~<3@{772B zRGYBJ1C1Jdt!~*Rr_TLU)k`<-ZR#ZMy1jJ6{Jb0Pl^asE4Qsp8-F;+-gq2#mr*^&m zK$iG>e}m!Ro@Pe|!xn>g!%wqTEsMKJ^F`w=#;l8AXS@3M<7E5ZH-fLY7W#klpLaX>akkaUv3A;d z{xeQZ?^j$kFzoit)vh7G-?+$NYjfOX%%~1FgT<9FHs# z&*|wGyxnQmqrN*OHLu*V7g{r39rF<;SH$OR`<0n<8Zh5Yk_`|=)t zHXcwO;G|cutfxr=Q{LZAx;)V)LDK!4+l`f$>;xaNhrZA1nF)b2&VxapF>7@3hz(9! z_6(U@pGUh7Nypr*G&@q~H|FkgfyN@~zOXZ9<41c;kY&U3Y7_3h{Ss(zyJKR%A$!8k zj9Yi`?q`PqWjl_tZI`v&s(xZ{xGp02`-GfV(Rg4{tlox)^rfc6h~Bs}CDSP8nj}`IGS# zE9+dz!%^iEJKeCMSHw%dif+uPzYsoGqbA#HEO}U*~OeWZF6?sNaBn*8#D5$d)GA9xw=RB4{fhs3tuYD{W!_n_f^k2p{VCZu5ZhPf~3a_ z>fHOJ+fTN;@oMUk>cKhvhn%@Sb^PONxr-*(^cG#%HevO>3Q?K=z9%C}#=kvu-#g)Q zfLDpn_oFiRM&59}4;*jbd(2ldVXisHd(7c(rLzjnYJz)YWHqLE#ikboOGS-mZ)P=P zZ`L>RgphKUH!k1gYV2yp@g6(TaeH@T!@5yH6?XN5R*dMbvHjtQ!VN!5>DQKc?(`p9 zX81~&G2p%(V{+jX*V9|0c26GK`IGCD7x#pr$JnLMQj!w0$FECT6_M7wZPeW2q%rO6 zv_kfX9|jcX_YOFkBT-JXb&E&HGk>6Wpfv6@eyq|JAQ?R z35U&LyKC8xg{NS#SBf*T5^U*wKFSK!M_ZN;jNi!W!WUq3(A(7mky|wj(U0jN=ao8W z?@BguE@RTfX#L8b@c+tCHe%Ol>Inbr?a7xQ?j2+FcBL5_yV4%fj_GTQI*y9pZHd^8 zEaZMn4_1F)IS^UYbyZjmPwZl=Kddq*d4ct4Ot20*6buJ7G7b2|L2e7#I1?Bjm{Uz z2hwOlnio30W*|ldO@egu4bWZ?PUclz^=?!!oQba$jkA}eZK%%MSFGmub#12c6BHbuk6qITJCXH5y4n$3%8af@+N_g^j z1hv~DoYAu=9kexqfxbl%x{?0fR!WfT6hUyVkJynqXk8>ha6lvjS+20{rZAnL*fJ8E z-W=HzRUWmYOC|799|rOwr6wIas}RgZLC0V&woD&2071Jzbjn0ad2&5Etsg_d@3s@tlxfUuYT(c}V{xIfAUwW3V&rV%d0nP@$g7lP@Kx|1Z`RZQsE_zhfEb z=nha?G*g$?!2pk7AR`vrEE0Z?1sm9`BT0F3d3d;Cb9s0w@?0T|h# z8hsV?&Bp}+lW|TIjTmToYl~`7S7g770a@K?7tXUeA6F=G0()1;_5ULUQO>!7#0Io&#@!v}+~v|=N7ATR-4%t1>I z*jHsDiA*xsw) z3q`TK?!A|Z&hKSolOQc+?a@aWdl_iJJ~lueO%_-9SB;)rA%U56_Vq+&d+imsB)FTi zm)J6I9}^iS+CfId^1DVN6Rp~(I9-Ix4i)TkAhE@9=zsy)8|>7$@F&+W8h+GjW4Hlq zwI^5DLAwa2UBQw>D0GiK&PPlV6E!5+(LqPp2G5chXl#+2EEYZG#gZLm<3+h{U{qn z9mQ0&5MI4KV&4sy5V04bsewlw4aq?zK1682F-JpE6H31kqiaVUJ2v8Rh&W($Osd9} z3Q*%QHu5@dOXmS{0N0&(oQW`md1Th*5m3VmHJtf#3`P($ zhlODXH6EYP-JBdIx|MC;kq&u$LU+13ME3j%3p~%*ffHg>jyuCb1v!e-iQJ5S=Qsc( z*a`1oN}p^Z(({xE6v<=NX}!UocjV$E(cv$3Le0$JDM$}uRy;_LD9)SCvXIwVd-D#% zQZ3GTP@M;*+mbt>*jzxCXYjLoE1gZGaW;<(gRl$}98d!K1f?5;_;6vfc?9T!nIzVT z&T~cG^ODlTXv=i6wwe5>He_75{?E*H`;OD6`5UNqS*5cB)-7LqZ5HE@HheZ!QuQ66j*48 z23%lZT>%J9W<0VXz$1!!1-Qi%;{cuq**mDv09}VQeJG@gNXsLtb2g8Jxjdpn0140#z>T2VWK0K6-gvY0rdW|18{+nI66cJaZ0Rk5+!1J7LcfjNuctA=uDULL4VLI zlAy>dHXy>DnmA!t3&{GKD=NLhgcAcxZIJVIMft&Z7hr0rx{ArqP)8vz@R21n1^66{ zOa@;8yTC!m?0WK~f0e)|YW)s3f<=&0;5^t8Wn5<T!z+AvEwNuvEtCh_-wVfnKUg z9g$Co0h2FOAPi6MYJ3i6?D|Z;LeRh%h0+za>c~WVE*`;@)?-x`Ov1KCr^}d#aTDH` zv%sZs)?j2w8OB;yCZ~gPK9syz!`17i1v(F$V~|~uGd@Qor*$DXyXA^vZ!_q8De}4l ztd+Am@D!iyGF07k#0--uP*fL}pue1jMJ%R3QDI!jPj=>963annnrJd8@C9Ke3VPFA z+}=-@16#MTIEV$a|KQz{as|W%-|m3hOlG+QR6Ur3B;JO$&22VvtH2!D0DXY>GvGZY zg^p7_`4E!1cO>XM2#6v9u29~;3r(PC*?dU&Z|#tGg(f;s$%NP%aMuPq!>q&dh{UhN z2&P4h5X^NhRxpuyr5&nmHAJjRCR$&i;Awm!y`!QE2VfPOeiEi=-G$}%{+MbzjQCX& zoDg6G4{v;|A9z=S(tt?{Cp@v-htOs3d#>ofeI`gL-~mv6PtmmaDj1)SH6rZ5Loma- zcn|2lkJZ*sPjh($OaOlr zCImuxmMRli<_ANn219zxgf0>=Q3Fg=vrPYD0lpA-R|QkTPy~nz#oMP zKmygkgd!5)V+{u6^#m006mtfT=U`G#SZ05bKVP-G0NrO`8|#Q+R&?k|D3Y$v`L4+W^=IblDAFw3}>FgBf9CR+1C(b$N>99?)pOg;`1G+ts@0W-Dl@NRys z;&cfS=1$aNSOLNsT`WQGUSin>yP3k`+?$t7XgUz=br1!2b3&ZGVXrLEQQ)4!o>(ZC z0(*#e)fNL0qam~5e6aaM&VT?-ByT=h;P6QZ%_l)OpRgk~pAag@0iW-Me%Jk>4~u6h zuZiv~AG!kEw+0NwoB#+30;NTr7UM7S_T)=BIN=lPERff0dxbcwdc^_RiAaR_B^?~q zUdKd-Ug9{44zA5NW zn*@%5+QppT0Rs3^)wqd@BLSvJ@i6$}EfcM-$B}~>U-~yd0b`_m3Ap2hLf^R}W<3*y zyknsL^@LeT|5kni0?;7NJ1NkN%MO{iQVke{Wk2*;FQ6cle*G=KEcH_rCEBrn&(e+PI?(y&y z=RQIG@=5Uw@(yJ2r#~yEHnC7{69#WE0*}Evy(XmvL`=!6$2#R|Aboj(25lb1qK0Nn zi%eLE<$-t2EHtl))FOdH*a9ejKSO!e!a}j1p%D0n-=^z!l54M55+W_z0e6~|sf?Ei(Y5BXv_zM%Q{bG+?nv9VD7ijIaC@&zSYWn5x0?k%P zL9IkEH$WcH3cCEoUhxbPP-wN{ONzf4qBfW`{i_{a0NldcF<%)dr&Z|~qMS$HJJ!5~ zNh7{tjSWn);%_W;@T>9?LbUI`lE+x0!_8QuQcb|;$op&3W+}!DC!y?*RJ3Rr>E5MS4fC!qX`*%ky;;V7FVl?VM ztaeqr4-=5>Tmf;<;DwILbHA|P?!J6jdAJVf+FjF?cZ?M0$%hDX0C?g zA*^;+rWY3pe2*OmEp6jsan;O|R3^xa=ne>oE(}`$w=Tbbbw|1X4b&OuvveW5-~6Sv zQz!RF&;RQ#!+Bzp36y9vu?Zcp3BbfAC})!`3ohXcZ1SFp%_Yis_=yK|=%o`o@`#o& zv~qEr08L1OD6&Zg?Jk^y-tgUk00%6L!V$y|f-~|? z5Io*_je!hT8T*fK5uH#Hb`Y)s-&}~V77{Z_U66K00u#cb*kt#KXb`ap6CfWNVUtoI zkQ`e~Y$le<@VzC3)e=u`u!&v^n^XvKOTs4ALf&+cG9+?8n@sxzW?&Q97%o|fP08mH z;60%SE|F*9Jw}7f9bS+cC)xmTD@$meOQJI_QI5knK{S^rtKqhmJb*|&f3DWyCpnMI z7F@DH$|d{E}zj`#N}gNz>?TkJA!_of0h-z*0pybfjeRIFHmg zkJL1DKna3Kcjb{9=aG!?NRQ?HQ8ekSL~jwCkcn5!vR0abjb#R|lmNA!um1 z5%Wk*^GPQqdtdN$CSe(5Hw)gA^T{yIC!Lg!fj7(<$#xO^BnkNwN{LPmjFW_r`GZet z96BxpAw-vi4b2hqJrP~_q{gACL5!2m$|qHawHI(_1Oa3j z1$m3$>`$!&MGU@=fQ+wXF~Sy*nN&c=R{?QJ3gds05$UaD6#xm4kc5EL9ejH&u`yXT z3;w`z(pd$h>flRliFtoe0jWX(sX_s%LcyPmC?jQX@JQb49j5@G^CArBzk zjs$oBR7iqJwjkP#bju`l?=d4OyN|3H}? z@8Fk&ZR5Y=!FTv}{EiPvL1C%@{72!p@YTJf4)CQS@Ct$v{H+*le6hl83D~j%5mEqI zBy~U$1YSNFWU$5Hm3#$?;S~O#T!8(S4{yn2i@k*}BIby9Ytg*)@Z%JKw^$%wrbSCP z)v{LvdWsW-dHuC%%lL9x3e8YHr-)`G?@p&*(In#4;KB0P!88l`=^-?Inn-S>Mn58F zmC%gxHagRG(&c-H(6sZ6htl-ueQ_aqY1vO%Hg)MD-(~aWgT!&ORXj_YH)%L+zbTC) z4@sdJV5i;JC%j2vmV}G_)@b)!nl4OSR!qy4m(HcN$m@M*+HyF|Jnxk+t%3#*_co`{ z^gH7cm1p?Uy63%`Pdh1~3I1;WfFcfwuw!qK4D6lfmqc4jmv2q{vw7EK+FN+68sA(G zH#0@r#Cb-kG@%7e(s77fJ(Z>_A6o?C`|Sf_lH|d@r8J=4F1M4Kh^L`c*wVNh!_~D;_7x0|Qt|lQ+`oxF*c!Z#fk75Zz-yb2{DwUG6r8SP8pM8 zIZ=5YU|@(bf5+f_;8!BX#PoL%djU`s!-y(le2TQ-K|NKDVXXx7TIIDO4u&XH#&|Le zMyL!5vB;(}CjQ5m6vK?l^FY#+wPHNMtIQK(NgMt_g8rj-KsH!}RhlRgOR?0VJSN2N zz?H@T4Pk&+bqs?lDq{i+S9XkH^5;qMc5ufayn==@mQ0n#;Np=Y1+YsB(J&7~1S)IA z6g7eQa%HOA0gl6xr_y3R(5R|Az;_f|fH4d)sI0}WH&n)WSSg78ll>Jx;6n_8WB(M! z#1u=1D_0EJDbIuYFEC4i>K^#J;jEOK@q%tPNDh8D?5yg!GHB%)69g#n459%2F-3HZz`S@*| zGBJFa@E?bWs9J=wg1VuYdI(@wikjf^gCc$?P4WGJ{|@m3oTD59sGTByfc%sVp*Kt& z!~2-Z90Ph++z*#O9}v0XAhv=p#Onr?#bT^iq&kMxjw)jkteR3DgK$b26G&wk7*?5x zx0qDM@RD0)4DUIrjN$d9@|XyJv`%?U2!DnIKNlS6PfCKjZLHO#I+2n{`G692!E=RT ztfW+#E~T0iOpKU=Rf8&Hcm=33M!|U;D2cGflgd09ex0i_D5d~M zsN+=uA#5n5+M-xQ&0rF|Q>J`|1i%7DjFRVy{~-m4eX1M_pl3*lRRG_pWB&jt61-dV zml(oxAuFgtA?QR<;1P^rot?jnu@}%e$7)TbF=$3mB_oki7~xAKGO9kMfMiuRgg8gF z4=LVKRXP|h)v=zK${7D2XApUd!x^RExd1d&MGd#h|JYDWg&A-+?h7<6qYu^ifv*wug%kI?nO8cxdI3@socJ18UvxYod$gDQ)KSd&O)OoVkQ zRmLP(??+`!tOzIwZ-$-|CCx#y!5ZSqi=nAc9pg|51aw9@7-}Nwm<;bMsvLs%5>&<{ zl$a)fzPW1lf;)4p38lOi@Pum6g&rC9WVW(53%G#uDU0#@3gr!cR5+st3ZNlQJ(ya_fwjpf4g~jR6bFKfd8$6K z8bMWBeEiBlMOxG}10^__8x`^}09dLB`63ET76{~%jKFh&dJ2=!C!=bH3Pzzmq}nk& z&_OX1@JNbQ!FDh!VFH(bF$B;=GsS4a+r-NJL$agD30kBS<-(9^sD?XVN=S!pDkYc! z>czT=Dl`e@K?Xn*#084a3I$Z7flNV>oe+PvN|_%aetn`cCLnQ@f=B=nV|-&4-XSNU zkka-M2*t|fIxK*@e`@f7z)taPNO=?^fIlmz;KpQx6a6DrgKbeX1E`U5hzNf|N||F3 zAM3xXj0vdjDUwOCn+cVP5^5-fq)a77LQN*(f2d#lk2nv_9GpPlzeD`+cO)rPLpz5$ zhF@(d6AgKT;vZuCenw@UP^pS_#eORQfJQNHv5@M(VlmZOB=Smquw%(T@{EK-X(UW34ZaV%#TEXUHNdlVYEY#68!o`Wg-~2s-`8>ibw#BK#Cxx@?vA) zQOcoOA6PTRFQxeHyYlh>KwRME|2T?@t_09{#bSiAuS%g>QRPP}q(E{Z2Y=W@g%}Cd zsHD{HfdF8Y!Wo3G3ISJ9TmdkdYQz+B@Mi{;4u)!zlD%Mz!U)6?ill{H8FZUfI0j>; zAPOPWG^#2Ac=`{?i2p&1m`V(EZSg3k=&M5Lj;Y3NNCyBPddU&!SU^fd?a0LnY)8iciCsQb52c5b~syCMI-bz{gd^4}XJ` zLJWL9R5fA=fjLD^h(qw_4U{>CM-C{G;R&%DN%*JGs20LU_9!}r2LhJu@uROs4aXUgb$UNBI5`}R3s@B z;g6Xp>r*74H0ZEPGK!9&pQWs0Q1L&YmQW;t{wN;*I6SFe>xxv1Olv55g`XWTPdbvn*ivhdJdovRn)N~7u+`t}sDO2Fe)iIz}18bS&FkdHER5)p>&aryrRS<&;m z=21FiP;^m{oQNZ)lyM@Ch|*CJab#lbISTBbf)oINQpO~dD?@1WQyLr452oZO7^4&r zBIw`Zk_P@e4u%UT3daB;DUyK(6jh%hinBmSquhrAfK*C7xco)%oh_=N047pgTm+zq zA{l67QzQtvQPp#y=2b-DxX58lMrkra#HMt};M$a8)govSP^1MVrK&fHpoK$`7JO=* zAW#8~!4Z@I1{F9}cL1I!D&gY~*ecr*#8*|%fvXf{;DyOw1b>;HB0{*eRCPrW|6e+$ zUZDaCp>%H`9p=olW=r}T!n(DqUlKR|GfYLJ34hKLe9#kioU z1ou%Y^WeE|RnQDK1!C1|4!+P0dklA?l8#}J@^~1Oxs*!<7!#?&2Ixd`#C&;@E!{*6 zO=c~7_hrjg!Xt|ikFc-k9KCeGGB#)o|5m9LD}9!)#2;XTRRBS>`t%t-afH_Yyh)OM diff --git a/index.md b/index.md index fa93f82..c2236fb 100644 --- a/index.md +++ b/index.md @@ -3,9 +3,11 @@ title: Senior Machine Learning Scientist — Generative & Agentic Models for Bio layout: default --- -London, UK • [linkedin.com/in/ctr26](https://linkedin.com/in/ctr26) • [github.com/ctr26](https://github.com/ctr26) • [Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en) • [PDF](cv.pdf) +London, UK • [linkedin.com/in/ctr26](https://linkedin.com/in/ctr26) • [github.com/ctr26](https://github.com/ctr26) • [Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en) *Focus:* Generative & agentic models for biology • LLM post‑training • Out‑of‑distribution modelling • Virtual cells • Open to relocation (San Francisco) +[Download as PDF](cv.pdf) + ## Professional Summary ML Research Scientist building **generative models that generalise to unseen biology**, so that we can build the first virtual cell. Eight years applying machine learning to biological data, from light‑sheet microscopy and TB‑scale image archives to single‑cell transcriptomics and knowledge graphs, with papers in *Nature Biotechnology*, *NeurIPS* and *Nature Methods*. I write the research code and the infrastructure: tools other labs use, agents grounded in real biological databases, and training and inference on cloud and HPC. diff --git a/scripts/cv_pdf.py b/scripts/cv_pdf.py deleted file mode 100644 index 7621d4a..0000000 --- a/scripts/cv_pdf.py +++ /dev/null @@ -1,94 +0,0 @@ -"""Render index.md to cv.pdf so the site and the PDF share one source. - -Usage: python3 scripts/cv_pdf.py [index.md] [cv.pdf] -Needs: pip install markdown; a Chromium/Chrome binary (CHROME env var). -""" - -import os -import re -import shutil -import subprocess -import sys -import tempfile -from pathlib import Path - -import markdown - -NAME = "Craig T. Russell, PhD" - -CSS = """ -@page { size: A4; margin: 10mm 13mm; } -body { font: 8.8pt/1.28 "Helvetica Neue", Arial, sans-serif; color: #111; } -h1 { font-size: 17pt; margin: 0 0 1mm; } -.role { font-size: 10.5pt; color: #444; margin: 0 0 2mm; } -h2 { font-size: 10.5pt; text-transform: uppercase; letter-spacing: .06em; - border-bottom: 1px solid #999; margin: 2.6mm 0 1.2mm; padding-bottom: .6mm; } -p { margin: 0 0 1.2mm; } -ul, ol { margin: 0 0 1.2mm; padding-left: 4mm; } -li { margin: 0 0 .3mm; } -a { color: #0b4f8a; text-decoration: none; } -h2, strong { break-after: avoid; } -li { break-inside: avoid; } -""" - - -def split_front_matter(text): - match = re.match(r"^---\n(.*?)\n---\n", text, re.S) - if not match: - return {}, text - meta = dict( - line.split(":", 1) for line in match.group(1).splitlines() if ":" in line - ) - meta = {k.strip(): v.strip() for k, v in meta.items()} - return meta, text[match.end():] - - -def to_html(md_text): - meta, body = split_front_matter(md_text) - # drop the self-link to the PDF inside the PDF itself - body = re.sub(r"\s*•?\s*\[PDF\]\([^)]*\)", "", body) - # kramdown lets a list follow a paragraph line; Python-Markdown needs a gap - body = re.sub(r"(?m)^(?!- |\* |\d+\. )(.+)\n(?=- )", r"\1\n\n", body) - html = markdown.markdown(body, extensions=["extra", "sane_lists"]) - return ( - f"" - f"" - f"

{NAME}

{meta.get('title', '')}

" - f"{html}" - ) - - -def find_chrome(): - candidates = [ - os.environ.get("CHROME"), - "/opt/pw-browsers/chromium-1194/chrome-linux/chrome", - shutil.which("chromium"), - shutil.which("google-chrome"), - shutil.which("chromium-browser"), - "/Applications/Google Chrome.app/Contents/MacOS/Google Chrome", - ] - for path in candidates: - if path and Path(path).exists(): - return path - sys.exit("No Chrome/Chromium found; set CHROME=/path/to/chrome") - - -def main(): - src = Path(sys.argv[1] if len(sys.argv) > 1 else "index.md") - out = Path(sys.argv[2] if len(sys.argv) > 2 else "cv.pdf").resolve() - with tempfile.TemporaryDirectory() as tmp: - page = Path(tmp) / "cv.html" - page.write_text(to_html(src.read_text()), encoding="utf-8") - subprocess.run( - [ - find_chrome(), "--headless", "--no-sandbox", "--disable-gpu", - "--no-pdf-header-footer", f"--print-to-pdf={out}", page.as_uri(), - ], - check=True, - capture_output=True, - ) - print(f"wrote {out}") - - -if __name__ == "__main__": - main() From c4ae3b5289d5d09c30b2e07966c1c01a3c42eabf Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 13:01:12 +0000 Subject: [PATCH 06/10] [cv] Rewrite CV prose in Craig's house style No colons or em dashes, verb-led bullets instead of "Label:" bullets, less bold, plain hyphens. Adversarial review compared before/after; wording that drifted in meaning was restored (revenue, "drove", "scalable", "closing the loop", grant scope). Facts unchanged. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- cv.pdf | Bin 142829 -> 123631 bytes index.md | 134 +++++++++++++++++++++++++++---------------------------- 2 files changed, 67 insertions(+), 67 deletions(-) diff --git a/cv.pdf b/cv.pdf index 50da25a06881c5f154c7b1c05df8c5378f89e57a..8c8216b6239af2e1fb4342d4325850631355f25c 100644 GIT binary patch literal 123631 zcmb?@1ytNi_GWN*cL)%?p^?U&01566K^k{$2rj`bc(4#4xVyVs2rj`1?!j$4Z{F;@ z-LvyQXXb6wmy%y~Reg1<>ej8(U(+i~NwWa~+^FlAt82kD_2`E zHKU}nv6Th2I)GZ$&BX<5Ys*TlY$?Tr$}Z^)Hg1la8T)&iTzS-G|h6G2XX@e9KZjl)r`%Jovr@-Ftl-HX9qJkQ!uo3H5)5qb|?mF zJ80>DcFW4aUdq@N+IcAfP7Y2G2R|nlkc$Hd1hQ~&FhJkXataP+|8o%$5md0f+3&I7 z`q!A48dC#N*(DUH*%cj}?Tl^zRS3xOuTtusj$mqbaeI3QS5$U2Hxt)C($GP%L1mYw z=7v__;A{r%yx#B6a2TMntAb5ksrC4Q03K>y9)18fke{EA8psQz<^}NsfFNiJT1cGw zw^II5wW%uZWpYv}kfRl&wFXPVzb3|&!^d6G~{M! zYiDe4Z{h6V=E!bh1+Qk*R@z|k4GLC!D|{&@csac|p6dX^542&b;075!L= zXkP!~*}vWb9j>Ooe(rhobGa1a>rC}vz=gS{(n4g`v9e(}IwF04I37*{$m-Uw;TE*| zbRqS`rOQK~q}uv;7n|be2Tb^Ge_L|j!PM|n5uxUI>oCps{M_+$>;9aw`t)=jDw@8u z`g|hy6t8sr)tt<}<8dOTqwQgPd)3ID_ZxHS8wNKnfkLL;-Sh0H>u1+{-q{`ozn14! zqi1iHXT#9b(C04>eh-^ePunAYkK54pe-%u0czdQf45y|miC}?Z_YXR}t)7&VM5kxJ zi)NUg^h7^#iPqsgU0vU^Juf}qHuycpu0E|+JgXd+&I$Vc?vlgR*UPQPqx)6EX&;jF zXG@>^r`QzH@tP~YW}oL(_F<)dmWmC#cAsae257F!NC@BS?Wv4?1e=qNZwc8Jxoss{ z?W|f4c?p-&TDJxF?4$S!obKgX<}MFtc*h;e36nI8Y5+#J2RI0A=vSi2)C`%69xdBo zt#+8q7q?McmVq8k&Izi+It2T8BDo~{E$$t@erdlTe(!GmfCRLW$velQ1Y|+B14)8zwup9 zrCwP}xBOz0W!a)bQIR9Rs?r3W zeNfs%Rz`-#UAy9Y8bbz|Ii}BUs9w&)o=5v$Whe0u8^G~Vt7pz*_O;9Ai7ACidc5Y8 z^mhT<6Nak?j{>@WLX5VO7tS;aT_y8E61g&iGH4DV(qx@jvlXRj-%HD!ws0_o1u@?9 zLuNa>-hhHSV<$ z@)Jx5Y0xTNZFYuhEhxvT(}RFh{{j71c-IFO-}u4R&m|T8nlpR61=)PALu&{@QAp|O zG!5U6Z)%NILql49T^)yJgF592z3a~&h*~|!C~QqphHrZ^?&%zHlJL;3gTGJx(S?1^XW^8)p{j#w_4O-_IH)@%2m@O)06u>R#a(Sb0-B)NuMG^ zGiD1IiQKTW$sw4?x}uO>DNzW;`0X8qKvprvjvJ6L-zE;+l=6vzKqBf=q3X-Jb=Jr9 zXbiW;0~M9Mp)uVt07tnc+R4v)mf2C2c#ou8XOP0!uZkqKr8_^E0-YwT04KrSNpTK| zLN}Vuma+mEuG4Y%IN$cV3<1s@ z+5_aXdwzW~hlwWWSy>d8vME^IIawGLXeohS#bt=?4W-*Qyv(P#o%{3ZiO5sCBXG?qy{=S>OnjvExwi%Dr8^XBM zh4wI`g|&l?0w+kM2swR3F}2#|_V08d?`TDgrd&oQm(uQn#7rPOB5%dNOFlnd3_QZ%)QS=ri$sOu{hJhaxNC}U1Jt3ayDOt_-G`O~d85R;E# zf;>Wo=V@pc_~yCjI@GCap{pY%hIm5r27D=zt6Q|5z;lZ*1-0>S*t91MtDu;Ml(%9s zpAeZXB-&1fE>WbNY1U}^tE(8|auZo-0!AsduUI}?B|lR-o0ZMR;T7$?f$`z(y>?i1C{ z6k9HmsEW?TkiHg|nBk@3gWf<}Q>@isx*UHip&Rh9%LjNbW|)DV1vmM*w~*H`BB@m@cr-8J7oS~sGP`E=+SQ&@_9OxvU`;Oxz0t=$V}+9@ zP;up>1E4)6@cR7ptVnnR0M>%(Teq0yps^&&$ga@}+dr(V@2pbj0# z+4XrA>(YlXJk_-Z&LF$h<#QZ#9~>*G_WS@#blN(3-RODdnb_&KWKb=JXP#aZS3-6BF=;2ZV*E z3fvHVzwo$0AQ?h<`nEJMH$Hq=c0cgLm9xQbOMSz2l~y3_&HDle_qQOcg2$K6ULYMp zJ7mD8*MzNH$5%EYK6({xZF^<~I%EAm4!0}_Y~>^6ZB8y?%c^xr+6GIjnE|5XT0tI> z+|SI<;C8uc>-g>TgQZ8OmGsxip*ap6?aN5!8;^6Ioww{4H!}iRLM4tP9mA3{Y8;?m zH}q>8uWA}kQ6y)qOtet1T*(V=p8V8v_*kI+qV0LWr%{9FdUbnGlK_BqTBLI2!|J6|+{}8d(n4k+QpZ}X z8}%8`*sPK;?<*5sAQJFt0YqpWvy@u2KD(fTw~8ZzcY1Oi{mRpqD*|jDR844X`Ehk0b7eEKKbD@Yg?+hVx58$ z39gg4UKqyiSiy07Gh+-pn0>940>4V?Y=xw0jhOBZefCSyqCIPoRpB>w%frAxnR6AV zm+!GYBClD-zflpiwB{#O_Y2FK`(%WFY7(Q%4<~Yv5y*XNz@Q+UzZ&-n5l~J*TXr0P zHI zQNc6F{Krz823-?%wJx0@ z(R@p8tvqMRYebt!Rlr?ZCvmBN#q_11F2sQ5^Z`*LJuN zLQ{Nc+9|s}LcybDskmCo-@y|O(GH*ev@~|5`L@r;bNQEqb1`3t@4GLnjouvI+V`Uz zhFR~q#`_xm1!52KZxSULxOqK4&<>0EA`a=s?8&v@qnG-!UrS~mN;!=)u+cC5hkqewPFWi4GJEfv^84-mDkJzsOI)iY(F-)1UDqz-CRV%h z$pou3fUZIxVKd@pykXoy*n5;jLQP^%;va_gZI^U0hL!pnNQoj^Pq%|!1PTpa*1S7B zCh9@$A4a)!=5^VclTl1Fb%WWOHjE=G64O}8ry(Ww!%b;TaXHtPhr{HRES^OhtDz2e zm{!Fq4GH7{fVl8Ax-yI3E#NdE21I8k^``jG*pK)waY#jvq^znTO9XPyKquk`P2csSlPzNC-t92Xj=AG z6vj#;g@1WNUB!xm!k3({Hc}1hlFhz*m!~u`YInic@uJD_BrskCP*pb#PwUgF)Sgxu zd;M$~1kLJj;U?bOJolGg5~17*v)B`nS>7UHeYOpZ*U`26@(`nqY$r>j4Y%C$xAh;=)qEX%C@79qsw0Dx@ z;3ZWS1dU&&Dj{Zi5hBk&z>4S_*866(U`6h9qE#j@cjC_X+{lU=$9RPD^HI`HoW=1r zY}3R$*9(s-23YbPkT5boeO7w7qAy9nN1ipLep`C9|I}sS_%fwzy zYmYfxL*^tM-ble+atWxgM`OJ1HOaZM?V(`KVMNieu!8*f`mZI4AQmu$eIs$2@J;7e)@0 zM?b>p_>(k>L+-KEn+{q6;Xvahqf+u~vQ`IL{(6brSxK#UikaDzCM?D*$i$U=F?)fpwUqEq9uFkZVez za*9kVzxU!#fyRplkk$5q-H9K5ejVfN!W3V4EO zDUZdr;J;z??*qg^CJ!|X8@^2bornfWb5L&;@Xz6xlPHQ05w82-D#9T9=?vENd zAzz@qj)ruXx(Bg-;wTPyHf!!bX@SXXJj`#s3vk_A`Ff04kr_lB`IBag{L|plTmg2j zQXCyCSWh@?o|mP|^Yv-xknyi`27Fn3t<-MoxrVfq7eE9z%#fm861vXRKtHjlY;Q z?Lcx{Z&Bno`4~0YJs|NN^i&*_gx8s%nSbWS!>)|k&r{MNcAlcuNR$oP4jpfZy^CbY z9h{gxXPt@6Ea7Os8@N>?a=sen>uoe;%E_A_U0Lu^ zwOwOa<0^bj_R3W#Q9iB0AvhaG8&Plg1f{FC20jZ|(cm6Vi?JppY-2>~U+jmf>@&!U2q%ufM1#pQuO3Ec&FaF@^I2 zdgTh21F!A(7~e?AeokHf7()ePd~e*h+=p&>P(Q0izCM zBa3THE59HSygp?+tU`sCwrwJvYOQ}r;blfXv?rH=#@tdG66AK;Ehl|KR%hdDg`Mu^COFPc1oL3KH>ggUOeL z;w#*F+y|!{$MUa2j<8ngCo)PMozIDWZtpmdzP#FuD`5CFPbNFq5|;x!o_fq`o8P|d z>ZJf6xx4w%ewT3BN=6)3ZXxxYm%D?(mjt44;$?X@O!XyGA)N-ek>_1+-+G14p?kzVm! zhK!A@?w`SU_`KUBsSk*`_2+med|$I#S@@`2l+6R_D zif(YwubSEqU8m}uBhh2j)b=b_+x9H0S^^uKqu&W`Q^F%Oi`vCDB{|{f7e!@DD4P}I zmow|;bj}vHC-=B&{SqO4X}If=Xzr9w#*XLu8<#@XuuV*d}_H z;3oPhXnU+B*1Dr?a^VW8lrFSNpWV&9M$4kobj$g>mm^*dYH|qwly;T#NI3#FRO{Ot zybW%$V)~g}ANVqk_T|8GKg}DHn>7hhZT`JCF(yO&r{^DdHmPd^h}RLaraSdLfIWi_ z6JfJ_CvUneV?{nQK81v;?A2r;Bq4;3Xv}H8`ep5@XtLvB|dI8 zGmR{n4tbK9d_-|2?PWvFi-LQ!@?k4R(4p~UEVK)3I@tV7vB>wfS!m%BleA_M zuG5QaT2LM?gIt)}+pPj2r~bg!jT=Ey(#W<6e$h=@)&sZ2QiOt2&I0cnQnld|G9q&u zN{%PAnin{BlUc>VVBK^87*ijq< zHVca>&8&96{9*EFj5b6?>IZUq`|gLLPx*Q_$AdU-Rm;tBVdTcaTgVo2Y}fZ)ugBDC zf#X~S>zk5xBc4V~o>Kby)XL~l8x1#|&9-oxOQPz{aW`={`0|?LdT~_iTLz5VTq#Qe z0vHi2?BQ5Ju`|bW=+E(RMwMUeHmuoprN7(Kc$R%Jj)L`kg;4O0gI!5#R0lh>gsktJ z`RkNBMZ}XtRyTYoi@nmYS0+dln>2>}CyrJfl?GLTi>tmR1qG3S%s|M>q|~fB zko5j;<2=-qQ}PP{u3};$+j2KI;&V4mPIeo&`3_YNHX5Ze)6WH+*Ip@6%Up00ItR0x zel76f6y7JnS5PMUQW(`tCe_r-#WW%&lxkNuT^$$gvgv)Y%;&cTmEC2&IYHj>?ILzc zw6yY(=PK3h67%H^M&kW{JfPs`9lsopb{Vm5o^2XZH9;u%uph)L1UIcTF`0g?*R_x- z^HPHc`p)t5O4Yau-a@k@w`W77#-o!2czstg$l83huGbgQGPAcr0ekVgn|W@$1cWEq zRUEeqi=K$oo?N1urWBfRCGo-sC%QytFzBp3MSd_wDv+;9?~$$|c=P#4e}79s#+dQWWu42D z@AWVv&rPB9kq>2-*dpOs|LjT4Cx#N$Ul%}o&lfG16PAF}(uj{=q7kx_=Hd2{uwr)u z<74&@qac+iun@j_1GDfkbCJ)5mlK_@BG47ve~zK$RCz`~QuQ$W=cbbgK$ z6eu9SGtlTxm=B97P~l0~%e|_fyo}~4p+)Q~V!VChRQ}Sw{pE=z;Ht;CIOqv=rFvI$ z{a|h;V!E{FkpEk7VfKwSrXFEBxrhypH#A{UyoK zKQ#uVN51&Py&7qzj@A+;V;i{=|HOI_#I4he_1$bC^HM|nnsw>Mm>_H7yI?{o>`kOC zIM;KgdUC&xl(g`=P#pfQmejs*v)DLXz!$gcvl{(mOfdm2VbMM<4Sw-1sa=trYAz>u zd%C)i``zY@gkuD+SEwKsb3Imi>|OLN|7D$5b){)8*my#E_MeOnna`^?|LbhB}+kE)&wZHME2x9=5f`9L=UbgM3ZhNOlSJwMNR& z!eK$;#Fb~mSvl0iSXA0B!3h}`%G5IBVybT*7G=`HuzNmaj|WV1R!MJ>6y2<6xc_W5 z3%5v=#P=Y(k9&KW0I**CdRMcw zY#=B+tYaonWKdy?ej&W)ZESw|8%Tg`zWb zMj8hfG^xJT?yB#_H(7>ImPg+0if1r>%2;qynqp=tNPcan_}E-v1=f+78t%?D?QlmL z@I5+qao9PCiFsVSgeLBwnKA>uKQ3xp-ABIE3zfZoEB|H3YLY>j%jL1EBPxv)>Z)83 zy^hOVyE7G?Wc#5ntWpB_eJhlCpZjas;U^cjLKdn3r_TD;>DA@EocUw%lG#suhlHB9 zt50`3dh8EJC)i%{>Q*RBV-r&uM@7Z9!hmSx=M5un?3#QBFGxgC7f&G=audj4D8yQr zn80J0{QcfB_gO#LnY~xes>!bYN22h7Ib5s5r^sL0QA})(wI(Oq5>ynoEgRlJxpkVX zA42Pm&&B&>lS#RRvERVh%*c*W$c(I-DbXCAMeviAea+K55~nrnDXkEyee*HuCdX>g zFY6tb(?bL<)I+@Wmy^4#A-PDMdbM@F>LL=GQQ}Frg(V)sE+*4KWWW2~y_oEpfLJ?I zyxm}hC|5E^|F!{Tb8h2g^(HXMLAUy~zQ<r5oIThuXf zBvLi1WQ`s$idoH|y(*xY)+BR|385FZpmbe7CDYwZ9tDk&_5ohSp zdmk8+{aa!`dx>5vw`IRCT$zyhBNQ0{6|R&J7PHSGztTSz|7Lp59mtj9gd@}pJ*dt> z52`-_x;g$36)J>@@GmIihRMNeXG_2D7s(1m82nFi?lKN2KH9*+@lP#jH%RUq?BW*J zlzHfM6jb!G}P(w}r9@OO1LQQ@@)Z~vs zO+N8&laB;7`MyjM`D8YFu+7gVA$uucc#bwV)zlS-BkId!G<0mUH-J+P+>L==@`1Tl zFNB>lRt`>H>nUas3v=vCF*j3XZOS5S3)0N0HbWK4lroSKKq|lJit+_5En1ZNEyd(v zr$Pz^g!RM$SiatgFc0@}ePBj4Xy8(9nY&6}f{ce`sh!5}xv_{Zhia}ESBtfA&5{N+ zGUHqSo<--yS^uQub}E|`Ajg#LIYJ~iW~h_!+r~$ClP^WY*dHY`&!ebkna@bKog$c|?-?!NyS9~O+LqBhSQ^+0gIYBDx^)F42Jy#^^aoX)c&zUPehe7G8_tez2 z(RDtK6xi5z?Tb3IE>{w(T7n}2)YRmcGvnVek&)Y>ix%v|U&s0*MNQ9)3>$l~eesg? zjDJKp%;RmA^us(SVB_RNQ2U~5@pLpMl22X9U7?L4zC!CwHC^x0>hA;F;tQCrD>1Q3 zB&f)UiD`e5(p#d2>H3vFQ+@gZ1^KHCY~WtJ|GStt|8E{MS6!?&i|#XqdA%?1$`_%2 z{jhv2d?HY-g-1qKOa*=cIlX%~rV2?}Ob5Oh&MpMDn?<3HBBe_GvwtN|S=^4^u&4ot z0Mm)IFaX0;KU>)I(E8no2(de%j1OR1iEPeXpHj?gF862WZW5n@r8<_-ZPT*^nJh6A z0aBgv+rU~67TcG>!w(yR@h;}bOq3^RilUau3y$V&$2qgw&MxA*5Mruw{)7(({d_cR zPG_8tY2LpqHHe9WL#*UZ79&rQtjEF*PQz_XBzfKRZNx`60)hg6P88veGy4TjU9Hg) zQ>7rajOBnsz9KTfe2Q5+KVVeHY{B2?im`s-`|%wkjbHwE)c5-O@|X-FKr|U=>|6A! zi^i9*H@0XRJb)K%= zuz^e%{nogynwRHmu%%v1$7ZE3FcSK^$oO9}ccbm{te(DWykCWW+493#`zJn*ca$?A4EVdLd)KzPyZ&6 z*^94K%g0v}mcd@->dp}{I?tbvJlUI8Nc-LWiva#64K>u;DBT^1-J2b~%Jte88S}gZ zg3NGu$KMWqNvLQPV)IMd=$F+6gy{KI78g5cpL0W|u$cmR-@klKxV>BZ%6OgifRj0} zfg=9p$dyzC>p?ia&L_WZ1-CZv9 zEb$R}JxTb3t(ie(8sT$`5)p2n4-QVa#9}r;?-V7SESK~fkf4XcIhLF%TqVH4^S%NN zthb#9;|Z^aTGYwqI>j2Gx&1*P_z6*@G^Rw4T9ivnGVz+#R{~)*V30D3CJaSvUL-rt zpGN6DLKO>yR#%|_r65T&Vc~mO$)VA1EjKH-W_ogWt%k@L6FIrE3zdZ&H@Kb+yH>GD z{W8Zsop6w&Jc2Vgbngn~5a#B~MjeMK0gxc!qaU{kOer^-2E8Aj96b^R7_<2SW$Z$t z!+Egq9fGdT1M=Nl2U%2dbiq6bIeAD+l!%03=?h`;#S2G#ywa+9bL-0UPFl2S#y8}q zapziV>H7LGw`TURFJ;24FLCil8$;sYO23`EwPBYzWx-9f9>hD5^Af}m!U-4hZ;EZ3 zXmoupTz3-hxw zL6xYv!H0mD-9~bJa-pqXl-qqY!lMo^;&BtN{blPW7z?($hN9x372Iy{t(#(MHo1vLR;p>S{R*zn(WD3VP*POU8nYz&J3;J1%h= zhz)kti+lZ))TbEmfRC)BvcXOrOK_=;tmNAcSv8b_QybW(8neK@?(d7Lau8xof66=g zd0%+SRJ3Kncc1rkVHFy=YloKgQ$7GhMH_h)!d6qtVoTC?@JYpDp`FAn`SO-nrl8cOLK^FP2zmeF^&2;ytQd_sPaf^(ae5Oa8xmJHO4Oynjq_Bd)6tQ zFXg|TZ+PV5l;pao_ARQFRUhVS`*5c$k|YQ__X#PHSF7@rxV}B!3Mw89;_Q^?To&Bv z1wBIf))wLDtAwf1-m+Ci0S8Ij`|SF(;Lr1@pLo$`*H6LQc75bxZU8gBFhLvVWBAB& zE(%xmIcyQ~tB4>}@j)c@rbfkAu>INu7rWX(?iZ0>5pwnt`mhq_E={3S(o%D6oHEdXB@FX2_IEnH-kG!L7aIBJn*ef! zatOiUCiP#1s-s~$h-%;0CCo>`5<4Z>EpTZY#g$Bec-NUJnX(6dpucWCbnP%Zru$*do$TNG~@bGqXE zbY@rm{$_1^1KHr-GiHAcI>6o(7IQBWN87%ndl0QlAeg+}b?CN)I;HGTm4_27BZepN#p<5ghDxuUKy{@;POU@0`fEBOnK+vy$ zO^p(7+Q<3P$CzTVj*4I-wE6R4mf|yNZE%sobTX^Kwa`a)?Tj#4UAM;z#3_W|Np~xR zyYXOmrH}=sj-xxx7^`b|^I`i%k04F#I` zas;0_k;A`cr@qO`L+zr0S9jf&IHMbc{|PTIaSfn112PV6`(dehF3uQ)Rgd4Z{q_+{0)@GW3rdcy~FG~}UE%diS{N89D> zk6}c4ul=*rV_*Cu6g)RbzT9eI{gH4&xPW-eKO^D0O&X9g`(Byc+D9Ah_J<5K2mA{k zjutN;qBDu|dN$&m5m{zh{uFvzfS+5MRbZ1_6!QhSL+dyg^w5EbwabBAeIqjHQJvte3x?dn;UZ;96Sj`v#wRF%EgnLz9 zN7pW?PET70iUOKfQaMA5mZ!yj;@|ofzVO(&e?NEk#Lr|qad}q0dAGG(BRn^7zjArq z?(x_r>ipPta(-N0>H>|g-9c8Je5x&79(*h*o}Hul(w5l5cy*~>FVAwm+E_`hQd3Hm zPw*OhO*`END9$a1%mAGh8|tXreRMeMSS>cMcShTUXBc=b_6tS$ohl0MAX6=m{5+*D z_bwJ+SB|c~dfdBUEC8^m+WRHrnsT%)DP@Trjr_9rBjKvkcG>!UH^KH! zputb$aQukfMyw&LOgM&$)$7X8plSOktO|Q6rC5aoul;l4goaZDRDnoEbR`&4n52dePgKnaXT0G zdPhQ+O2R~Y1t2dH1oQNBI!v*#6qN;|wQ{@YutkFAwF*bx-XZNVQD93kM+DN@tfFEO z_7qHBnX%(0pc%LH>NJH+7-G0Rahq%+WJeLDnj4`}gSH@;m_pB9;RgeG$ov)6_>CLK zsVf@sV6yh3Y2V9trzrjJ`oS0amADz)C}?dl2gzrNKheJ}8cXB~@#4DKVFxjwE+hNR z$l~=9{)o1er;I}J8KXIVJ+p52_!(5u7UcRI#(o;=k5MLxiBzN-8GlI3E|H51C!q)fapzk30 z0-8o|-w+b5nnZqTR|uVsA(on9qEQrU^qfY(bjlMRzS=|}rn*t^`?o({F5j&XsjG~6 z8LEl1+%+O|Sr(xvHzD7Da*u>ym9uvXH@73dH~;Z+MeX3Yo4`b?#(v0c%R0n$$cOoE zNvH<4&&-=ZzGmyfzcQR%?DQt86ocJa<}AAg@%eIn5RUdp-#@T#y>kMhpicy+b|BMCmCH7MIof zXnvUuz>-41@;nRV=sSU&Et0GLaG|SkJtR!U@SK#ue+iG-=3R+lI8Ux`Dch}$TSik} z8Uz0m&qdesk}Dm}Uj~KAgAv7**yDsEyp{Macb5slM2={l-#VX%fx%s0i8@Tar|!nP z)o5#>=i9e;+_zKipmjmPS3NjfSa+VDv5u*p?0z!@|Kub6$rS{G{>5hcZ#i0jkmx|1AOPq$ z^N*Sn$WIO80{w#(_#f~9%^a)%4$c-2aB0 z#r+p@7VqDN!_C9_n-mBFa{q~khlAsf3{LL<7?Pv2gDLnox6#4{U=Mb4wsLdP zIn3F_O`sYyHg#o_bg(xEL#dIbV1T8oo$bFF94H0tpS(~Y-`^h`&Oi8fAP&xd4h|0= zbf`H0M{5MC{)ymX`-Ne<{oEymbZ!m%Wf{Fj{W8$Ocff7OgNn+*w zO)%u)`_Bo6{|BT$=Py4ebpG-{g^!Dejql&U;r$mJ&cDyf<%YuH0sVu83+3eg0}hA> z!2g@1`!|>4A8@##a5(vS*!~?ym+vod{ysR7u=_%sC+6KNi)0t0X8Ydt+yI3man-Zs5Ox0{jbu zn)C1TbGdmqes`UlAM_^{9-cqJ{b>#UYb<>1&MvOT0O-aD<W#W`^@}{Bsd;b3&>6Tznk=@f!L& z#BktW&K{h9IeYw%#BdHyuK$Y|u2=D6IDX~+iQs_0^P5k{iw`h+vd-rmFhVZ=4=?Di zs5{f%Weh!IebT2Zk@bz#SZ5iR&|O0VPNpXz{mh;=inwgy(w);6k{u!em-YW zcjV~af&KYx1L`TiOy^En~=`RcJDh33cC=f{z3 zhmqAem523?<|V4WfX;4=qb0k}s^Lq+;{9fMSIwW$J zujfay*<*BfnKC4DC>&=*_`I9q^au_=ObL3!w7UDudv{3s{M4|Q{`~m-aNqH?v--Sx z{j4vNd7S<9a4YwMRA`@HK%nnmxL#Wm5*hWvUfj&*+1i8a%>mTN>A%poExSvOzSN{}t`6}*#o(pmzTguGmH>|@mEG;r zsg#r7XBO)7nSk4CU$?VW6ytu>j2+}jc79hhVX5BnIZe`B+2srL>-SL+3g434a+Y~H zW8X5!-ktK4AH}!E1qvE6+|k!Nyc96ikJ^#%zI&HBCGwVaY5V4mMWC8XxOys=RxtE- z@aYP2O(|4q+2!1zWH8@`aAS8_7(Gg4&x}|DaX3sI(2tkwN1cj;=NbjiHo*A zqDk?jn^NNq)>q?9^X|tO58X2ODZH4Iya@0X5D?rtY)iKUP4r+^_3D4b^8W6ATG#k( z4JId!LjRYYWisv*CP;utJ|^STonvw<4%Hy<-g;InWlAyf@i9c0hnAo_+Gl{9Ikc^N{O>um5gHX#gN%sJJ-r2rMBs-3iSb{Qdj1>wnbS*MqTRzIz;J5)g}MKM#zCc z(qezs_vmuVqRqD{0_Xk1NM)Io!{-2SNgdg6z(^Ql1;DhxTjA%M>rM&$Y8~_aD!V%D zPe+}eD)WY!DeU8s(6#3$+&mhw%UR=OnQp3kysfH6Ht1z8 zBC+qgl0xt%-qr4iSzIH&oI!}k`mQYM!lzHCKe^87FQ%38<`Op`%p^e>=99QV4O<*C zYNr9UdC<4sKpnKkD>uo$donkg1zA^n$oE)vv=C4l{ zN0mr?R;TnfOx7aU6$jF7RP_QcZHVfgq{M6x(_NTKP`3eRI$YD1-h&727YM>lOUN-< z!GZ)Ob>&jk7w3-w6(E@}OfGm$5|W5aaW%_IheF1PPg_xdS=l2>&?rQ*LZ`2~TK8fb zb(j1gQ8Wih*#Sco0YQf`gJz^BWPDOcpcu<($FZ@F?9DH0_fk9Q;s-8Aca96xyH3`K z!$4vuu@>s71uoN&PgTc6{^mi6HB&tiwS?nyG||$h+vvCAGn2Z5@5Lz|vld-UMc~Xo z3@{5FrjZX)N_9Rt8tvLaAdQylv!By)Rl4Lxa-+@0Sv6Q-={P0Y zKFnf&SHXeRh|xAir~@nG1gbN{=~1K1MCQ!x=zk*-SEXr;{7hu1ErpH3NyHR&;?b0W zLL%gw2}_tj&W4Lv@$Ed8@kXOXFGqmf4qZsNur2f@`WAT|hyWLUPruf>7A;QeGtrvS z9b&ty_(8xoE>%WjVYB5yn=TlLfUy^n19b zF;53*L=eu?Mu;P>;b&$*E6*|dR@qsn*vh8{#PcdUP~4J!V}Q5MTl9(%i?HzIE7{Se zgWa%ok4&UG+^IKe>E~~0tbGl`-`LG0p7vI@0dRo<6(d#!eddVH>8807&b(KdkayG$ zWk}F;&x+Uz={4f{tQRzA?02inB!haJ&|F=Q-;Zm*2apX8xDPWMJ5V$H;J`$G4|glz z-aofKDAtY}VxL^e6^AELLqQC!!tHjWwXsvozHL^*-lff+W-elQKCuX-dVo>k<#HM# zf^8q|NExU3EnST5t~;%xWU3R%{k9VjixRRYo;IdK4d9xL_$~yC5Fl@81EV~3;;2_Qo^?8CIbgY4lN(dfe{DVtNHKcPcfTe5A0YSEBb?G6^j zbl;WdV=wRqPFc~R;lzWqQ}|Y(fND3nbM$CX5Wyu-Gz&pUEUpGKAFp9oZTP2DX*zBl zyq=w-^!iZO1-{oAqY`_(Vz?ryfC7vn=nDrSi1&yInHR^ER7~m)WP`gEXX4b{_IY5s zg`gNrD?93O>88F^kR4#LqH%h-v&H0`yrC({Bl3-t;De}_6Y;p7g5DtvMox=vN^HQ3 zV5b^2B{q5@=h{_+PuzwSy;pntA|GzVTH_df*WHF8NKJKdLqvY{`Qn!@|1o?g4>gBM%ejqYS!*1;2Rc2buI*ELvc=c^WfmS+u z$9?bJDc5azqlD*J?k`cXXO|`yo%~SZY-hfYLzT+(hb@Co&~Q>UFVkDcNR3ym)K7?g z=JVRzPZPhINc}yrh5B`F-jeLn0ZH*nJ^b~j|V$C*%lcFO@YntLtQe14u@J6=61}aSHt!;cPBT27MU?H2)EoL{@F$d4K(mf% z%B-*@w%Aqdckv#JrN>kK{zomB7smN|-77TG7vc+5!|c+TGE~@#M_J$gKBgoq@WAyZ z_Xq!@+rPc~-YHkrBy1e(uk~Y`Hep#PpY$MI*l&Z?cLL#jS&O)AgA*iEoc#Ypur!4tV`&^8;r?H$nN3uQ8*wQmSafF5S zc22`-zNvt1K}9=f`lIrglr*=AYW(z3m{WhtK$S!yJ*^TYVJXYzbHmTAS)TrD?rcHW z_a`^5kp?~~(?sY6mfq0bB0Cv)8sT5IBtsTw^^R82#3prrU`=QPr#V^KW7hksR?~J=taEV3Ob8)AOn&6c^m5x{nMB zA<08ejk%ToL~YCiJuoCg|%>XzHv%1X!2jb86y)arX- zW5rLxLq127x;y$;q8!s}kzndP4ZGta<6Z3MM7AGLl{X*##Xu3I%YTno)_s{KWPg5) z9G#Iy6MNg!dc8V>Pkt^=TIV${A9CQ7-M0_;~a~KGOJLMpDqpN9E_D_r9>cQLJp9 zFGW70N!l6`+weI$@&uQmdB;(Dnb+x`PK1crTuoA&JTAs3A$VW+cgRISE0#jo6&(Hk&{gaftIu>=wRFa;_?3Lim3{vr}p1I zdfhJb`zM=zUZQ}jYMqPX-{@P-`jMS-{naJ*Mc%*T36_o{~@p zGSS5J$-XTW8{uzHOpL#)>!~DuH*o)VginUJpQl{^FRIDbgY5FG=ufdvoQcHq^x_*|n)Q zcdC2~H2cy8sw~-(7xxW?jhPCmFv@o99Ye{62*wKyQ~;!iVR@85A_e4wH&{AMWSw znMuk^mt~_reVx8X;gwk3*;isL=1ofsH=}=t{5DX%eQ_Y5-^*hD8;K!zanfny>%B#@ zJ7h1(?`&_he|SrP%A`oZEP6`@;)e|9T+Zp%s$a5)9T5%mJ={hU_1ezYzfbq=AgL|> zG}fv2@*?R~gEm>IFG`4Sw|jSfO)@&^YxE-b%-39{?%t??Qx``r^OTgl8XPD4G4C50 z6NCuK-tWhed;J~F-(A%Ef?V$1JM^KbRXMBV(OlfOvi5P#NVk_-yR*(cRaSUNkrLi@ z9@tC4Ba*@P53Mavr2oll6r9=xagU0-7Pt5Wd_PSzJx}x*^_Oz@^OT>&?Mk8deK9;K zhN62(rXRQ$RTF)#Yh;(HOPqA6wVZfVN>BFrPBZcdW#d;SIse4{H)RvXsZkWMt_&x- zk>>2O3uDNX2kL=JCAZF-nTe97`xgfEmrR~LopD;fBt)VAbzbDmA7A~d6yqNudwdr% zyQ%rV8k_9Wx2jk?Tt|J$`^UYiSjyD4NA!v}r4nbkrR8TX+@n;Xx#tsse#~y#R=LdN zH8sbyUHLdMgP#||X8UMJ*xc4Qr(hyCWY>9TngGwwyyPd&kn%5u#(Y>L<=?MX|GLrL zBj(dGa~r8qt5y9^1Gi%~FJt5OJ>9N7Pn8pV@GqAwcY`lynJzatxE z%IdAdkUhW4G&=lc(#M^qC!$YNKD!trS>4Wx$T2weJh!W&>iyQN;VAj%W8NaB-4u(z z3X@wiKTy6YI*@HnbSAoDob0`Sh&x5G9pN;K#P^G|h3S%Pt;AKF7!IVT(=r{D z6Qtk&Cv2)zQ7~&zvNmvFxKS?CC@6pY0638Ja{b`baP zDv+{U+}SvPlGgk$vDY#>@r#k~4(IBa)AUXYf{WaT2JE{((WEv1hzk@MrL!ZZ4XJcg zkc`eZ7QVCfwVFtF%pAWOyDiF3<0RE-8AC6>LzV20?78LoVmRLAk+cOJkL+ITSNX0K zPphGsy6|rAMdD8_lyzrvj`PJ!YSG$Jdc}E|ot?=x>vGu^cW$RkMnT=gff^C&$b5SL zJG^FOryb46hEB+-FBQ;qS!uk>WsuhYB74@Rr|7nU5tnPx-U2&EcgX?%b5#1Nw?+3e zhIF`B>Yw2w33)=JJlI4Q>Bs+aUb?)3mAhZ)xnHo!oVRf7Fj))9=#!gznYofjzD5kr z{@J>-Sl3FI(k@c{sj8>{OrTk>H|v(J-s-q#rE(|3zxWTx-o2$PQpi$cF)^lJQ>!cGu3^jI${jyug4NQ9M3rA%8~W+UdCJ_Z*6aTd$fo3>k{g zZHwl}j~CHN=w|11w-e_3V!HGy)#&c<+_Dg@j9`k2i`xTn`{jMKZGBu?85|jhvTJx< zJ$oMJA@9;!eO&CkootkzmQ?o9BSGRZxtzpjMwiFGdvf*K^b&+dY(3uF1an@W|MVw} z+``A+NFgoUN_*meE_M?brghlr-<9lUL`RV$7Y5q+U+- z^Ev)_d!RCKhyPij&zFLSURFhvG)0-y+`fpJ@o~L!X=TP|2Ac87Sq$pgzx|c&Gt7(+ zT>@>}+rE=30;+ee>8jpTZ#a~9{w@#ZoD|u7ck)E+{M?Jnq<5*b6`9-}`P+OWIwrpHJpm|{Y zK)+;ap33~Qj9^#CeaXkKd0MkpS$&y}pC0=&_{@euuOv(2VdGs5gNlBktBmLR9WF!; zIH*}#rzbJ}5R|A?JHT5L`}#`P*o_}t1I1Z%WEV$NK8^Ce9PzoKGhx87C|-y@c(qGk zTTU%!+U_0OLKk^q!)v*@*_UC~Z0=7U9abRWeGM#3U&?g8?0E3dje%+tn{#Fi?@sr} zWjDDub{!pb=M?IkCEr{1_Kir{v+{Ei<5nMzp75IZ;D0eTyQwl>ZioMo?Y)2Oo~hIB zbGsqQx+8j<)Z9?&U42VV9W74e-Fsdm=VP-SE@{QRr_5?Xcl!jUP%GWy-7UP&{s#YR zRM3ty7xPd~ZrLt1vh zIQ4meviqF2uk3wEEpe3>ZC?iduuiN0YNr$WWN_NbDa~bEh+O@z<%P)SmJGm8i$kZM zKya0RJ^!#?V4C!_wVu$CX%wopb_$$ZUC(Fbu_#D(n( ztNMpr*{mH`JaZc3H59_$-kK%bn;7al{5__;z&(eCqw6j>V)AV*Nz2SNC0GlHGRAP%aWt z^X?xe5q`uh%r(*Gos*>J-zgMuQY@p&jk=L@Ohn|{;cwf0f6PnJF6uHbYy);Ws(I79 zJQRCqvdv7Qa4!v;^MTnzJ4}-MNAlXXTK{-Tm2i)nEr-9DR5QPw8#f;)87TNdb-QE6tj$yYQP9WvH}A(3Cv#`` z`hqU%==j$Ry+9t3)K;H5SMjl&Raw9;U%`L!&SOM+wm;qd($Ck!OevEF4p}}k%M3`? z<25W+@1M7#vhAR?+o@k^Yai@%s-66$owL${?Eb{cP?3;Y~n->jZGh@l< z7xr7`@6Ot5q0rO9&!4H9b#LgY9{R)XY!-V`GsMhgYuo)q+Ug{WIdX~b=(ba<0_9Bc+Z+nBt?LH)WXC4X;r_k;2Fm5e>I(Z-47D9LM48E)- ztaihJ>DUuT-taLFA)ESygn8;$cd{$hcM9-Fk0Kb07-}d4hEWy2+^(xkxo(#;I~b5x zoqgvS<@m5q%fORmLxGQ-4-a1oP@xOkdCR2!+izLT3BSGG%KLj>%NLUrB{CG=`xih_135JJ2g|q8x|GKqZ){2pQrBz>Es?4P75Zz+_&ErfHsysuR z@dNQjooKnxun~P%grWG>-p3zaolzw_zz9%cVSEzjP*5i%{ zwJV=givwv*crxC+$V=kXMfCsp+4bdN<3k;*(nt13d*(^?x1*jrE7P8ne;m`y^ULLi zzCpUYY0;g~-*0Dk6Nf0PRkGwCe{-Jc%ySLuNtS2V?g&QKra*IG%3gqA0)Zg9J=hS;bP zw_i8Xj3l{WwlT_k=hFq6SQ>$N5q<6)E_D??%bi@+WM90lELItp?Z^^I3-y?PH!`|S z#pUeyY+F`$Zl~++?OA@8S@|`+QpFc$xsDVZPUKD+z2g=k#(DX1y={xD_^)FW;*Tt+ z4-rSp@vt4Q(z!fjuXTxH`E&N%$V8w^y^qK7D2}5!YLd3~`X|i8AH-&EpWN=5p>qE8 zx8TX4(DE1dHK|R}@xQ*SeAi9i!+g9gl3M@HjGV%4hbG&jY}y((xA+P*M_Hns6Ry3h zA<2)oW#_k)Wse%pU}yZq-_Q<3Bg(ndcw zOdU9`81#rrB%5T)_HzO&X6P?AT{aXiape}xG%IvBcyi2Sx_+nSC_7f4>r>Mt$U5~kqA}03q zey~{FBQ0Jke&=LhRH@1Juc{t2->$Tg#_f?l&gjH@G3C6hf$>3Z0T!w3-AvCsCKF!1 z@~(~DOV@wjyhyTHKhi{G^zux5#2owF!ETS8esO8%<7h{xc55xpxyHx|GuIWKEj(8( zoX6Xq7O429ie^j4MN#kD$@hEeMi_-Brzg;t%7b5^E^@P<$aZY}^09{RP~+2Y70id` z!npm94JI$U96J+aTI!p~CZya;S;tN46Sm)N&Lt>-3=uH;tfg~X>vB!XVi=;DPOtxy z`(D1Ou{Q^!SUrD7hGtrdRzK3?3A8B+iPNxDP_g3Scs`;Wd-nMxm6mgCTX@?U#Sq7Y zO2x;{X5Wu!q;PQGV{EP0%=>IhW409cm~1+N`p`*n&r8&zsiuZbexFa=Z|r&XRQcrx z_oAZ1=Z`lrAIi7C=w!a9tg_Pk)!lMS7nfO*z}t;IX*mN!hbkZRTp=lN=}j~L=m<8X*w|O{&MgId7Tpem$2wd+ngw)4%&7a&K>GlXtQL3V`pD z4y(wSmn7<6eI;qx6TzaKp3x~5hS4?Uj8K3!> zq@mhb?7ky?;0d#6LZ7*X(>SMq9mgI4@1wbrY}VV$B&rPF_kFnSW$@!Rsx2;;^JDB{ z!MRhP71>hWQZ(F~QasUI{cMIU=KU^Zsrrngt}S~T9Zrourgx=z*Sn`Pp30fe#BX2Y zrF~Cc($Cm&yHKhmboixEnN8eHCFg9vb=oYaU6AddadO`Y8Z?POjiMy2s`&Y%*;#+j zzq{L0@tG|sE4r*nc^_90QCP`4GaZk6jb%v-Lr3m#6Xz^D3Lkt`wnci3D3j%f`7;`G zGh(%$y(RNEyEsyGE=^J%lR5!xzq|89Q+PgoNE1nF>@kC1m9*cMhjG_1Ab86>G$ey=TOvBWw0YabGcK)fEl@ zTDPyTJ+?rPTc}NnZx3(8({H8I+E+TM6Eri_PVVvuI(kJ=BddL&DAQ12CN|tqU{Cu% z^WkxIK7(;x;D?c$xCq7k0-upG_OQOL9c@)tepP?{VDtJY~ZvaiHTA z_~T~U-k-p8<8ux0W58fAtC4y9y_JjE%l6>|Hk#r<(l5jp1%1mWG!BG}wxY|Gm2Kab z-0MciH9U5)bE-K%sS+zY+IAuQ?yJN1U$K(D3gj20a=CgoKY8*!>;AvqeebsJ7x2AS z8*_|r3x5e+&ciFT+ghTsB~;9r6iN*oi?<1lmoKv2Y+*Dqjx{cFe{n>)>HafdpBWkM zzPQ%>1g?vRIjheWO1SAX7P&d{7fViP1HVu_bCnHukgV)wjsX5Iv50==%F$9*=TP+( zUEok#SlLnA{+Ukf8n2$<*@RDgqz96;O z=b|Fk_sG}Z+$8#WKAjxe%Vlu5qGvStEN8Gukw?-6DMhL$EsjNA7oMAsZ@XSuwNKH- z4fE8S`U>aeyM>tz6=fOaQSYzD_A0XF{s#6xC+`U8<;|*yV)jM9+12ddp<-F}q@F%w z-#F`+CeqP%j+@brRg(`YyCjxt$Kto_?hJNf2qzu0XP?@CD~eG+!EB;w zyS}Qp2PlXgPSI%Te<^o`D`1PLsc-&R#aE<(QrgE*k{vN;h{NT!xm8{r5If&}#UlK( zT$tuVhE|04!)ng^ZwE8pe4ns(pP$?BKJPACeX2TTutx6EV9nsOiFXs9{C}MPwhOq< z^+*DrJx1n!^RY61xuCDtdZZyrJ;a8umZPqg}BknItt zBDuP^I^$zw>Yg4Gk)ofE?4r=ga3!605)Y&LK7D7`bn)~}SH-08Z_!texeo4q<-png zZAmVLEPmQqrS5GW*-75xb==fvf-+<;J%9d`Z8yKi?2SKW+!s){EDNe#zHF&``;7FY z(znr~3$w3iwENEJ8cQ0Ib7Wmvrs_PUFaCA={&T7duPeP4hMC_`(7uWEIKfBX{`z)x z*;hKPpj$ortgf_HO_@(yDcb$c%fZ4JK| za2TzgwRotW^6cl}i?(&IiyW=#uIblt_-BU~#h&_Hc_qWq`i{l(N2M2-UEL`3QQvNo zS`7A}MPCUBvilo^+rOk0{J2BQGf;#0P@fvrrA}dT>W9L04wJNpqZ)*P3`Sd^lWc#- zolmUk3=o}?*{%@PRV8vMM~8&kx(o`mda@x*RR@6gG%JMDer^4^b&fc^$Snq;Dyx!c z$IEBhz{c12XNVG2N?G^maI?&zo#&e7_`;u+vcJp`7<{fx^MK+-C;CES%0yns*`e~I zUe>yld=VTf>ZiuiPV)C~oh?|V;Wyu^W?OX8_6(<^RzBsAHp$bP7ZJ`=z=g1C!xW9feP~sO(N)QTBdfeJeOlDt-T6M-4kB#=k#* zrc5RN`K#StPyO$5jDL!Y^?{RVFy}4#c=&nSJNRIZR07VDvNv)7&R@bFBPD9=5a5dt z)x;cOqXJ!3p{piPeXADWd(a3t%Etlorw7ppOwF$$P|hr>?g1RC1bnA1j=&Vo8Uo({ zMaj@_k_b$BCgwXS1g5MJ^P4mRvwi^cn+yU|bq}D!&b+_CLr9s{x=m9263kQv|TI1|u@;G6CQM z$`J+15nIj;e2Env0$V-|e8RQ@7cRC;70@ECaDh|8HWMyZ*ehqPVGEKm!u7%E%?~go z6t(Cfr(=MUA+2If$!bkE=zprsK?>Ad9o(=dgXwy>gWmw^MWC^*0KYjRpx+K5V8zkc z+c>n~HKqYD1hj$`5I`7kgcL?_Flzp>6ubs-seud3}%f8puj^23s6c3?E4MjvWAr+gQf5ratHZ3oI6-uGy0z;HXAku1qpa#ur)|% z%1y7v=R0k1-;Sx0Z)zjqkRI~v0^^Q6NXTpJ^Sb3SEB1{P4|E#6iknVMa09$7y zj zfi+9ug4G&A92=Jqpsax985nzp+wf-Yfzwn5cek2HTk9B#3MM_{nC?R@W&tzetQi7mNwn7`A zN36N7rC14qlGsW+IF1AlgqyX79|EwhVu%2(7Ff`T^(9ch2(0*ldtj8n5(*Cik{C<> z&svsT$9IvisEfV7QEMB704yaye;pPABsc5%;JBG2mT%k;fPyVZ#NOYCINa8tkbek) zr2^)(k_5RKuq+PSpMonJ1&f;4`x{Y(uWXP_1eOXMO%mi8lIwT|3KlQ1_ctO-8#riJ zA0Y{)bU;dYE+Iuw_?BEJe4}7}U@3yaH*i$&zcPmfO6>iOn8US%)$om_0%i$P1cmQ) zd4vUAV8I~)t|+xm_(s73CHDUR!XsYzmLe#8ugfDW;9~D@L>0bSSzztR5CN(bft5J$ z3Clcilrl!ouz(>&kPk?$=L4`fjJ;0?vDnwc>_eI$ACOwl2VlV!d!G<;u&;-cLy!|m zuj52$SUAPrCx{$uBwS0H(ga0!>2;zz8Wu;f_X#2gYeO({2r_hOtefB_8#F9_V($|~ z4%U`olP&V~(OveU{? z0~qCl`3?cbCj{vE2+-pYprs=~3qydKMSv1TfSkZWj0{0BUuK=`k6E6*vS|wT{ziP@ zWFi^JB@ZF6RKVmRLy#}6v;*&xpkcWKdw(OU@cSenn+Plw@OUhPG0Tk_!etNZ0(d?J zOCG?q@5Zfx$wLNmO+ZRmuYgG#W0wD&9IOlAkpoK)NMQd10-8gLtrt*X@g00%Bl1=z zZjfS7KO8V@kc#!EZty}T&a4I4#zt?$)eR&JU>pqcu_jeuJ0(Ko0PNxPPv=Y=mRFEs z1oeZEV%Rv2t0r++VgMibpBTmK3L(WdGr)C42KO>?Sc*W3VI=XN2}6pl6XV5UF&=#2 zKexA{2aHCsDuHYC|JhN*VbLD@rj6*r_gf1YZ2kZU!`eA;#ac3O#p)WkVj~4`#fk*D zVxNaaX(Sc|+UT7)szTyV^9UgEE4+w;q(E@0s$?Uvaom- z;Z5O~B`nG!|J}50qnT|a78L_#%yHU-hsl3ovyIzZjcp($uq=nf!d3r|timHMR_ze( ze>XqF6B}Nq1_=@eZ-KDH1VW{F%)#UTzgtS-QG_QfD4hc_0EA!Rq!E;vkRX_gM;bhp z{JVJ<9%*>OvH&&~#H4kAG;C^hvGsD1Z526pS zF%W=*tAQ}PN3X{!JXv8M*hmeK-Gg{N7FI)oXd^%zmT%ySbp*IVHbskZ83yr1TDzP1U_&_VgXqK*j&f2B;g5#FfuC@13)+)^iv4`hWG}E#LgAK?U*pA z7zrZHc*X(`>YD=M|4@kpfkn9F2!$6Y*O&lLKqy3Tn`VHf`@X#0Ab_`eLxJshlG)YVZy6T!POuI59OP} z@{lL20P>iLKoDsLh{L8Z;EHt(xE*f_&*S+9L?_IqwY0D@O#mRp@b(Dn zZmq%1NPN5*xhb@WM;dmVg0;3a(%`{pQ;6XoPk=B6kP;kEAPl}n!tm=g+Ta0XQve$> z4-h=XMh<-J8o4Pzk8cbhRWRid1~DT+>=sYr@Yu5{oc>Ss$eMI4fNid^15kJg8L-Fl zCLKv!n*i}-JPP5(c}T+0a3mJe2j+5skO4wYaOn}2R92b-LdF``@C~Ywo8rTG%&v_$ zU=6~9(53|m|9Ai>K!927gfejbXSg9v7-j+kpugB zR{+U^DRWb}7gzRJ=o_5lgRuqg-x3CnBUjLIz|cVa5>6Xob3-dl;TjsegDXv#<-)LO z7_;y!uqir?C%v_aFf1uJsw8aCy*{(>G=P0#qm1{D6M)JE6oJh!z!jSWf$Klcuqn=p z%QpyuE`E(|WW(2CD-@9{B^a14GFYGhtaE}~ z6D$w_K4V=ISonlLeT2dyjvKuNPfF|B7%Z@(2m{N311d1R8jSseq`+bwiZGyjwJBT; z!U8)A3#SsmEWU!UWWoYFiZH-@l|l@&Sl?Q+e-vS0`D#VHWsd`+mR`^aD`1nD6mZ z6pAq18wJC?VKEjK|G_6VA{$ri;9^d!Vc`ScD8hhm)Jju0CIPQ#L=lF3qgFV?Z4frY z06y`*F^km<%>D_3zW)zqVZD3IIcghEvg0WNn~?DAA6{aJ+7y?@YjCxg4I~8~**3*$ z*KZ0}5%8!>7%q*1;nFKg1{Qh3L*=Hx^s2M3m>tI1p|!N@IXk|1ah-kBau#U74@-8C zF9OSW!GSSkuE1xoKMLv#aQc zKH`n~_k^E~X>lz1 zus8q#F$uT-O;=vyngob;-sOu!t=qVC^cS#_|}Ng3A{cKwdpeURr_C4 zss##!tJhm`3!{h&^z#(3P>rJ1E!{a|;@IDI8EPm&2Q%D() zwzW!gm?GfupD_3w1;W!XYsBaTUX%zvv5|+a+W#7#fc<0rYF+!sX93s#v5jo_x_<{h zpm_p2m_Yp@u;>B!4CMikNqGF<6eGtKI|$n2O9?(6Agt5?1(qsc?H>fEVfIg0J-}*H zIQB0A9}f_=dK?7<^Ve)l0v`W2Mf35bw_4GL!jb|X4{VA`uiq3dv+(#&*fMey4AF-% z3m*?`3hA%f|C&-QP#~PYuKnZZYh3%^w47$0_z#*Vuyqf%D-2vAKY&(jCIOHCgq0Vp zQV0xo@XHHOgq0VpHigS9JpOOGyc<^$E4VvOgYdFH)TU@TZi6f8z%Yy7*(0pRV0~uc zC3~n%k#1btU~8DyG%E=Ym7A6ttT{W>al{OEpq0$)40cwAM62S(b9PK41SUJs7Xj&F z;|OqtoE|I+0X{=Be_$B}@EJ=e-1#>}<8h@1))(L|o4p3dOH4H(X}nQJAoT1Jt?&2a@p6xp~2Xle-HbEr7XI zrCOlCnuB#SJw9ZL>-_(<)CWHE2l^sF0F>cDa|J#_Jzc0g0|nMZARwk;&JTiS8`&IQ zMFaq?K>-E?tbkcYEc3uD3-moW>;-z;(Dz_B2Hmx?W$T=a771CYn#@-tS36CUj;6e#1S24e7lj6;D=O5 zxquq5VFA__8e6BZQCoNxjE%AQYJg`+YyreZ4Q}LQAUTEzG!BWFj^{=#;*f}jZH}6U`!T{K~p7-(?GI3CZ^uyS(niH#^+iQcQk0loo}v2MKzxbhM9Mx5x4CahXx^_@88 zDGi%U0-xB3e*DTbG?bem*#OHM|1~Uv{2L9{55QQ)L~m(WiUFV4h{%l%3+%9n!wrkD zx(zf~(tuAQEWvNVjjkV~F-V~-?zbRZD!!iq+u<{G^y5$$ruyg=E z@xL*P?a0BI#bgJ8Wn3_L&)RyDDz4h*x{01xw7!m1`#o5E!l z9-uZY%lkJ8fdf7;Rsx*{Xd?|YRHg#CHSj$c`ytB*c){WWz!e-of_ek~9)k7J|7<*f zCaj_Zy|P~bF0=69xoJhmhRF=v*Z?5`PiC9qxVXj#)=S`p6&ZL8C9JRmy;9f#*a|p6 zhuI2Y#R{uU;ffC)jyK&$0PIhr!Ga7-SHc1fRfwQL@ES*Sm=OKngFA?N%ipf9-z}g9L z#X1Y17!VaggDk+`vDqZW0S|jWH{ci@z@UMN2_OPv*Ctr3glTa01FEQisyiSk3PPeF z;0ao51Ws)L8}xw59om=(_zVgG+M5R0w*+JW+5-dFO9Olnw4NPU>kR!p)H=Ah71)gk zM2>(f7z?3QfWTTTa8?=#&Uyh0Kp>b5`W^+YD+4$L+eJYOM4(YQFmeXp4|R}$P6(tl zP$Y1Ht|IjokW?U2p=vCs7z^5;1v-laDhq?O1bGuwt^#om8ZS_TgHZu=uE6Tf?;x`f zt`F51K=bS%jt=c<4s9Y1?cI%l07?iwfJ6sL4qDj>AqNm}0D&6Nf;VVh8xkEPIS3Yj z7T!SXZC1DU1Es#Uy&t3{NV?Fzge%+o0sD@DT|a0GJlNiAkTpPEMrgk?z>1*u!EP|{ z8F~)X5@1!(eMlE;yXAmx0_~OqSR3?SsB#F}E(Q1=dJfV8v}*^jJ{Phsu#N@zyz(5F zRMuANLsku~)L+>Y7QI>~1gvVtHPki3g!0phA+9(Kgy%wQ&;i4TScIS;Xc;o_Jwy@+ zzyS^cJqJzfuPt7Lo`dGmk&xel>jD7>TU|*7J-51&3W9l{9UIqHoPdt9y5a;{{sOKu z0f2?oVs%heYsKmyziY+nAiYpsH~=$2&qJMTuwoi$4+=~uD1fXLKSFe@6hA^P2bMen zf45pB2DQ6dBnHs|Z5FatOaq!OYPFaKlm`m(w>2CdR5@7D0lWv=GXS-M!$Up@LEbP3 z529lg!h`5oh43JGK)$#FGC=?h0MtOwufTMWLqfCYK%fKZU7gBZohpPf2ee`c4ehuI zO??5QG-xyiF3tfyL(hW~D6ml+`2Mv~97yllC=Qe#G>QWPDnt+DqEP=I$Y7uxpib>d z_Yt^4bU=E8x*ovyP&-gIU2`$a`*B7O;Gu8E-VVTtc)EUWz)@pjz>*IruK>S6F+dFS z4=D7<#$BKjEC$S6ufzw;C)CPmJJ@?@Ab7$4P#jod1+|EIR$^tv74Q`BPZBU=*uzpQ zCF$T@Y2YI$MC`*dfQ_yZ0k{!VzlD7m&Gdt4sojxKOo;30=V%xP_FUjnkjDjU|*`nPyd)y~(>)x#0< zcfhG{0DWNBLdVYAMbrJb#~N_H@(pk_AaKv&7y>xO&jDx}I&p4=zSYi&iIc-g2XB3E zhvN?34(`w)hv0IIe{NBW9&qyUbhQfvdO5~UzOD{X<8aC`_6^yMwu8H)?+GNP_aP$* z99-z+>g(W*5LI^t&OXC3BKz zF)gHB@py%q?a7J}2j;EiRE*Z_d{lLJ0uybw(O%Q2&9ddE`aqLp%0gvZYRIb=Ruyc* zam!P7PQdYPYQ(kzuTaodJ_$uDgiofsrbttnYew;apM$f1FJeQe&3*@GrB%ZV(D)sN2;QkYJ(c(05ZOIk{L#N9_ zr{NkM(RiZIIz$h+r6ek=!zgzUNmCJ3UEB6XrsQWs4_jyf4`RCR%6*-VoY(Iih-?Lj z&bd2X9XzIal%8mal!&dry!0deFmLB`;#8ME`=-y675Sun_U&Av3@zLeDz#nmZFlp# zPFAAYK%&X_19v^$yA-==Y7M#1yzCixM@$(*rN~TUN;R1POf_DIx|^*F@kV){CmF-Li$mJT@=+3j+&jmyTgc#IEL!FGkPbIk>)- zrr%c~K{+LF_kMZl##z7mlS40E&c4@n(Y!hT{Cj7+?DZf;XV=#$M9u?EGz~lgB_tHJ z%jq=4SyHDR>1*YW_WCs5vZvbTYI%Xi;nm@nxuLvEp4;aynkVqR6@2rK^4|EU5^;8`uKjf&#IhnSmT}KQ3$!P z%h_9;vv|^mwwbcTH=Y06_XV|RX>NFC(uiW-<@&x!ktO2JTJ{;2>!0hMf6wOi=AGuc z*8J|-<2JMVPH#l-J(;@s%OIHMiAuG8wN=T>BjW|L*XT5(L)3H2>P_vwNhUlVdATz+ z>T117#i0DNNAFSfs6o`=&s2x%%K8VLLG30d_S}7Iw`kJN^rK48J6Y!Y$zt!vG_@q( zI7caWEj;HIx@O1IFE2fid|IfV_V7RrWjaf9mFhfErW?ik+wy(>sSEZ?ev7uqYEG3m z?xuAU(dHA1BqpUTc4RgzB}x3I%1&P^$ln)sH&3BOhVHS8Wh&6SyGy<4==e47tUQda z?d%90Ix{9PNWZo3V`;iu%5AJyq{dj4Rz)bgfMakpr$^znN= zkJDYr8BTG@_WO5DtCdx_%9-~0mzEJp+3tRp#f zme5qY3VCa+BmE`5eN*iu8P|JjgYPkYuIE1yPM^w9iwjrQ%Q=t$WPYuC*+gK-VIcsKvi0g)CsqeC}~HToQS$+OWaPTq#b5r zO6oQ+8{W95?vC9bban8gs*Xy$cafjuFFTGm)ILL6z{$hguXw*53YV)KZ+a(ApI%Ce zP@liTcVu>KExQ?u*}snqZ5q*NI_>JCos7M`rrch+vv9wF|c-#JA4=&!wH zcZA|2^;7cH6hjIDUk{E_%Euf0B30-jlSAg$#SK$R+U|CZ7BQtQn38`NOWb!>l1`3V z;e_%WMSxBt8<#3iPd(B!UdZ#Di=#ZzBvl|o=CKEDihU%GL$c**Y0UI>*6j_3Ct|oK z?>1*~Kd_zEKTlgLI_&kUjZAnxd_lICyMqKdr|^ij#AVxPB+m&hS6_}NO%lFa4=B)| z`+AK;!%D^n9e6cyRDftw>Q)|dM8VYpk*}S{D-XLV)ANM23?C|twhq{8t#4x> zRp;8LMX$oW#GQHEN`8x&O=v$=u6-0Bsq5^=B(1$-*<=*Z$Fi~p#M#w za_hDR#b0vF(q}UZ#!A^3^)MK73h|enApX&}xWF}l?B;h^2OOo2(4(s+G-hJ^fNT{!rq*+tT^pgI`r_zJI05)f{2@ zoEewytWY`ps@v!duimc^n~c=a#h<1Re#F~v4LP{;w8{MM13C1H&lb-GM{8SsKfHsB zm{O99_%s(W>O9eoo(lpaw9iY+mBf&|Ty=W=RF5wxaeZDKZ4kHl7$!lnz#ul0!!@ep z`HiS|`}mouP{#l>o5C|K#5eD^55!z@ZL;#n`90E$D%qW6b4XKkydgAw?&ksC89Nu= zxe4(F+nx2ge{};LKXz7SaMcv`-#_!^YlbE7f`iZR1H6x3{bKI__2N&8hE1VO)uUtO z$!66DtCHN>NqG+sk~EEmY0VIk)Ql37vMYG2n;*aG;qtxbLlI|Hc~6nBN2P|tWboj$ z)pK-9rqZ%}pu11DhtJ`(AFMM+f6h@E-yBKlUf64Xy{@-Afj*T;(YI~hL}#+dCguAn zXR8N4+WfvgF82EsU>5DsU~j=IaN!E;LZM5DOPhepi(sV?=?=$<+1aW&|GBw2Z-yeR z>BGh9%?KF$4$V``FwGkQ-{+;E9h$6TJH{D zm0SuL#F#2GzUD(Y`;J#bt+rShHm_lK2x->00@^vl#Y%n)gOHKpC&Ykc{$%ej$7 zexQ|p^s^ADj17rI2gB;Q`hxf~e$$$|L&t8$h1 zPo7Rrp}0)G7bX3)^5Zujcm3TX8?GP2I6a$v@2$(^Y_?A46i2Y4OPR#ciM!<{F2$8E z2An4=p?NVZcqGd&qe~^iZ+I0~VqwLZA!;=R?m>l&rdgNtMSCRKdf%(LS!3^I za>Mo%MGbLHrK5vGWwjBDVHYBn+}-2H=xAs_(p;f`>y6&RLjQK>=i&Ydr8PAf%tqF+ zqA&L7d!@0x5+0NjzSt9htZ|m0zJ2a)_{79S#0QDaDT_<;em(7;AyyMJX=C|M$BS!n zK8!hiGJ2+UC`bFTmPn?!SN$(9HT#xxB3zeKPC4lMs|T5nwc2Xcri`$-nZ)-W6Cd@H zZ$Xjr4VKv2=hfd@Xe!UKbt=u1-#KWL_R8>5k`>2Z7vm+J)3*x^>|Ta{`otmJck37D zvX*($2M>-d?#3fKo}hj(Ysu*DVlceXp+vkxpGo;id5PfYkA|zSXMtZI2(r!XIrBQR zE%NI|X%=Qm8H}B1s>3id=T2n6`=5F z+g_J%Uw6?gJPYDDm9}uyN{W2B%J#XW@~G1ux0yZqhf8dYY`(p|Y<=7HuxXh@)zCf9 z8{-ZVtZ_GkOlnjNpDpdvp-##d%WJBuHTBrfbt`WHDK7kA7q#9#E=qlL;kTsW=Jao& zFAiJrmMjjd|L{-rsi>!Rx|RBe_*}vHqYuc%B04xD!qUIReVtXHz9w5FV=8NN@rdLu zE2-Uoa;|-?C3TDYbjkzKXTN<}?Y>=;;9Q$AxL^2vx}ubXzThli%&1NWIP$M$?O^E!B^=*S53nLK_eA@xFE3u||$ z(z|&EbCQL@u| zM`3B6WYnSAlwGdQodj zZJ9A$qo)-2rtaq3eoXfEKyaN+Nq4N}&zJ?P%)2Hz z$X>N*HrP?;)S*!Kb#|-xSX|n|?RO9F?3FXNRht+||K>)z!-M8S#OuLh!JZ543rAdu z{!qA#S8o+G;@BBeozO^8Fm5wN(#nynFHH6#?z)L^ZrZ}cfs*c1HW!H>i0>^RzPpgF zNJ^K(8_L)IRlqBCpNO!|RzZ?5nGjbl0S5gFv0Odg7(XYmB3BY;RDWw*P(OmEQTx$g zVtAEL`Jcn2Vu(k=S?o1~4_cEs=-$Lw4bqlN>2{NmCx7HnG(D;8`?h^yJDJ$cBM+k+ zhTHCr981|zNxEmW%5cmh=e)Pxz1z7+?VX$&)S8DicJF3OC#9y+9f*$H&SLNR{a6!A zy7q7ri#1owG)pm!u8DsA8L1zJt;xH|@+jK#834;x`d$5wXVB)WMpT7&`6*YMPej@G z5hB;e$;o|(k~-vv+3MM5xEi*QG%b41$NKNx&8&L#gmI<-f}HE<{x>b13f12^j`Q}0 zR3+_^|8o3EPJd0{*z5?qyJ#w(T2DciwrQpZn@V331q+-lR*!e~x!eons34 z=&-ak|9n-vEM%F@!@q1;m zgJDdD$1d6>1eu7Y&P4lF%zQ&v%p_jBEYZl4r)#}EJu*re8LD+>^zzh^llHbhxkD}+ zN!h6C9oCQ1OAIRKU`sqEAhtJV(wWUB=7V&KLE!oN(1N(psaUk5_*bHPWCw{!-1}RJ zO1Xv}m=WFQP+(}UtDdzl(jDB(&Zhah(`Ijtc%N@` z-1~iogu$P;v5)eZ%8%_V*x4xPS=c`Lh=*9NKJkD=gubDdaG=d;OTo)#Y>fBoUxl)H z`q@V;Y>~`n%H^_sw=h~!(s`JhNM$<2HNLr*{^N)pf6E|Mw?GX2&QktCrXHUgXSZdx z2nvhP_s4sy^6eJ3dzLuIeL3dnep(jb=YFZ}44ZWf@$vYe9Rr#htt9-F{>Q$enWX36$H;j>Ae_j^&Cab7PG&G?-rs0w$ zu-CLmaSu|=q#)iaaIisy+x`SY1ihbZGf7kSo56BKEImDo&?oidQjz7%f08|g?<$K4 z?Nc~R{pkXaeVwhAxm{hW{^N{28ZM&>3EybUozOedr>nSP~{5kqouVS`;oW&U!q`(Ecc%p}b7&DOwBWa4N9TY1f)7Jfw@HO>2~ zIbF4m#yqlAC4MKh#kxHfNA(}eiSKA^TvVWz>CY&-Xo`R%z*`}wzGF<++NKm3~a<>8Z{(F{Yy<+i50`;YUl_b6oZ4EmWbe+{D> zJ;V7@EaU}xtk_X6UvEh=&f~^3Z{L#nOs7zV<6qYxqv?^`Qrj*?h!*fF$rZ@@H7-%i zJzCnsHC3>k=g9AULcfm`E(N_d5&t`*TKRGD#h%ikO=`v}0hTB=%(Rd7DMDr@IY_4&OgRJIZ$D%S@qlOW%Qv{rq+nnOjLSMH1#H z4t!%QGi&_Hugg@nztNaUh$;5$U&g7(v%K-YGS7;}|JuXE%j9+SY`j|f&Z9+VZ*web zFj?`J^H&A${BVSX&YFcuGVYgAky^}IsW?-i5676ME4O)3<*F?ix=a?I9aMWG_<@7z z2WM6ZQ`v#WZjKtAn@TsGW)_JTY~t>jG*TRRWHqjw{&;_*I8z4yPw#@W_J0+-M%k_&Q=YVK&KB}Pok zrthe{qxMz>O^W*8yT%IIl<)Q<%o{jkidwE0wbyT(^?JZi{#--AL!V~Sk>LgD2sP37 zAV^eIokoWOIf{bmn+#qwdp=xOVq09?{IFbNsRw`n6d|PWOBo z@e^RAc@a*GOjH^$*kAYi=KX80?U84MQ^9F{NQ`T0VJ(i()@o4>d19_^TF4z7wH%Ofa8nZ#1l`~vLMCD9=+4kb#)gEP7FNceCV~K zv;O>B51pF8uTONB1=QzhWwolk-r5q$v9vZ6r87x;$_5+~Y)7X{Fn|7LrQ7avoF5zT*l6;&yXSSJ@oBbOKYay>)tBQw_{t! zsy^m+>b<@+l@^>iPQKN*^@tBSNh*=fql?|dds1aW1YJML-lyZT{}gnet;LjG*ITE; zdvruvGqu?(v{k*nHI$E;{Gn^JJbIy{udB=RzMlTIW;%|mZy9?P1<5VL8sAe_%`F`q z@qN|YKJ-BE&bZ#40=-6wW4yh4jYVw2xLU@kp0nu~7qWIYX1VelKHvJ)myv3mtuxb6 zB+Yc_3bw~ys~Y~=QurwY^!L(Vej{tv#T zvhfiw%LJmQEd|@BcNq8{tk=zLO+zqC%KTK%Izvi7W9GxD^S$X^l2VYiU6vSv{z2k< zueyjA14`^AimIP0^Yk9&D&AC#{?O#h$>GY9u}LrP^EZiO zlm}HfI!qnZ`_EY&cSYMjVV9z3uOoL;KD5`Ej*iYuwf=cPinzcI#X^?l`$23k+vK%( zN*$2$di(zo_m%;5Y+Kgo-nc^u?(XgcCqaX|ySoPsF2P-bySrZ1p<1b1$lBRxUOS>tgy9BiLs1wTP=XyYMiOF<{DxB~dGiYhvtT4<15ACN}*i5EYg z8h&aAN>PB<%#31JAv-;85%Euco-yak`^>CadC6$D+J<|aD;t+!^zb5|a2)9pH+GPC zMM$1ko!VrxK|~c+*Vu-Ht#<%XJf+_)ftnaziep#a>EsY}%+I<1$q$@xqopeXem5C@ zg`>9D`hu)lG`;6k{0o!2VJvgc09H6sQbP4XSI3lpqia>S|2E&j%?3Ae#^pvUf#;Y% zE^pJ6KR!X)ZkHr7hU>&mSE>O4?`9Vtf#;~dCSTK>{}+#{S$}eZk;^Pu(hu8Rqy*1` zxy@Rg1QAb?<(qVf8OK6%{)Qcsc09aIGVe7vyJB!!9SNRY1=m<2w14`4y49nn0O`>-8DHi+WwD$mq40vJlHiZ|b;s*3`OdRwZl=hD|?($SF7LZx$2s zA)`vF#s9#1&>3e{C(vPQc`6fXk zvuHO*x^7aT;iXeeNSTr9!`y$@SVNfoclBt*Jo91TvCnX z4IB2eQ@9W^UB5zWZu^i=4GhVcMXqxh|hO*+&D+l%?Pt>JN zhumV>{5alCYye$<4soa)ZOAkrLj*e7AJ@@%MA>LO2=grI8a6Ct_%SSD7 zobrKZ9D1cd+PXw_oOMztPnnOSQyUcEeF)-_IOpKtw-)Yu*b}ybOj>F{QpBWkyIMxg zSDUBJ*~-msyvZ8E3oSL?vv+pPY3^$D2D&DhA2@@(jvylZe?_M6RP40~1(-WDEOu98 z%;|I1UYLzf9(2+`4L z@T=<@Q9$&+D-->_1;Ze@l%GWgWGqW!K$hH2ReE7m(#oK{@y zt{KJ+C?GE62>OH|7Qv|;9u1PYMaXT_u|+rQJ8-Jzuy^1iMmKubnQA`NYg(!y6!lHN zu09_%jxTgg*g>8Ew7xYU84ocqy%V+F;0|Ib-)X!yT~u9*FlAyvViwEc99BHE6V zBuc7cG3tp^;vM1>LP5&#+TVCM%x(dq7pVPj8N8V!>Js6$|1|JqY@+rCAg#aN8T=4$LseJJ0Y-n$7apm zf(2i1mCoRd8gxmX#DUz`M29eX0_he!CJcqD(X>UqJMdarSo|AvbmbV^5}jLo{~FL^DbO?fthoit-i13RrT$u#QmvE;njX^pqAbd z85LaLfA@VwIn`O3q;(aqOYG_Htsew1ndm9_N~LrW(FCS|D~`4&XW9f97j~f<0}Cyb!8X zqSyy*QTKSxreq^z+X@8Sh&IHu2pI#DG#NlO3&K?N_LFhp7luGlnru(%uQr(0Y!O51 zFvSl#eEx~vryq`0f1u(VBYUgVcZLtn{X$Mp4&{YQo_#Abe#E;mwHRM9aXf~Papmn@ zi>}%vTRby4ap|}7?}_xEH9>?HVA($GZrazH90|o{Xklo? zQ^C7$`!yP(v7`FR*?E*lkPUaQYTg&0cY;RN9@jd@h=n=a%&2WJwwQtr(#oJ&Ss0#D zqVp>9JCiN=XXmErAdW{!bAL?DcB~77d`!po3pa$`hh{`XOv^ZQ$r6 zw;y#IgB^Kn>3EUpr0d@CS*|Lh&Uvj9TU{yc{z~@-#Y?#iLKZyab*ab9`tkf*&T{$J zA*}F&YKA#_?DAQCQa-Jk1bt{zk$DDAm*#p24LqFW zJQup5d4uw3tf44I+^%jpec&i%Yf*2o;Xq*UtU#si+fL9BcS_3cHZsdynr`39)t+?} zuaU=~oRZERMY>4+k@JaE11eZFr1WJ|9$M~XKg*#D&$gjMO}mP!h4I2^jXEoBkKZh0 z%h5T43xNmEa9-5|-KHAmXSMT&UAgrE+mO^t63k{j@ei|RTiy^smtwL%nK9dX@oBL5 zC^}m|Q4Y&_Po{mJ>3D0@Kd2rn)@bvI4qCu{^8RtRLpRo$9iuv~k+kyIJJ~>fr5dBpnUDL8d-Te00R()G+kDo9XAyJJpkI;4p$E7tIyZ@d^iF8*z;oCrTm;cLiT8|Z7FLmJSysYK883)EI?$( z7suW>%8N9KeZjGvnW$YUhT(+koZw}T2A@k^q|QoHT4F?k7}M5ifT#O9Osb54aAr(K zH&;qY)oA(%m$lz)A@uw=gl8`BBx5~msL1h7QtW#Ts0!SoJrkk}V@Zn%cVR-ic)z;qP8g@aBIxFim=7^BMgh{!jYZyD zSZG+JnpHMkKj0pi1$1j(&2NsS*{`@!yEYlGKk1qdRoafaJV%{nG{oJlxgRu6T7)iC z(X_DJKsTh62apxTI}#5TOdsAz3=*WqefM$EMXrb#Y!c<6pdG~Ww)xzrIQX%R-Ij}J&XT&3RiXW_Ba8|Gk7Bp$$`VCz_N!xoXfULu#+Z^=pzV zNwzX?#spLikqr)gR+V-LCDM-{2a9+as&9E>G1JvCjR;-Qb6H|J?V z@1jbjPjoZP>ejWYG+(6n{NdM>8-7XNbI31BM(f3s^lO|Em%M##IQ78XMPC?Oe$oJY05kcgh zvn@;Y#($wDitm@H;cq}?(TmY4*#?)ft-&T*9IQ=Ig&48vurnTLeFkj7)e zr{!m|MuwQM#1&Gkxx&6k!WYX&0c}p_)sBtFMBB`c*O{2c4(wO&?i07s(fP3>PuoGI zwDXy;Qtw3fa$X^ZfSGGdz{egnwaqTqav40{kd%>D`iX;Tfg}8# za#6P0LXu;5H+5wx?q8P0JO))JUi}dlQWx#@ejYl6zaGSMVny)kOLc1iTOr!y)ySeX zfRylRM0%jd9;gl+hq)I63ZS7pL9URUpok|`i4u(p2MZcyOA z*|!vRg62NJz;_ZmBtfhfU7&KDfER2EeB)#oIWQ>=mh>ZXToV2@eyj)T2e6%xlA_Pd zSBS@I+j*LJ&SgalRXP|o93&M)yQ@iHpilxv7X+5q)k0i>a`rj+#QHpBO*@D~*~FcV3A~5M!4aP-(U!E8Y}4 z#gH&S2U{q=bb*S^K&(OTDgA-Oiuxg5=BR1xa!x@tw4QLNct#SsfG7{?cMZ`Yo?u_))5TRrTYC!kU#KF?2n z*^M-Cny@F_hOq<2j6tOk#Pxn4M>fOmW zsPRh}9*_yyPhK!_!AllQ6!Vj?WvVIK=I&-n8`Ikw0b8YzNxewM=1i`hN)tapikOG~ zTJfIA`~jvCVvb}7xve_qX<2e&?*IfM(9@>KK5sb5-dGeR&Tm)yj{dSVg^F+j%1>)DkzIq$2 zy}spDuJMR^8@fq|JOr5gwFtu23orVGw|rdh4*_bg#6yj%O{)>#9J^Sg!?>nhZB~lS znfJnR@60ZF>RNbT!*ONJs^(Yj(+U)War-UtAvt5GH8{6T+c-E?%ulRvYzCfk2FMvW ze%6vCy#*Lf=DZyQgYU$2-4Qou%h{XRoo{P?lyuKd?845a7n&iR^gBrRkk-Eq7}|2G z$6)0&mAclde>Xj|gk4!QpX!|}Tben(SF+O0NV2YXvU2o-3p{+YWMQn`?gWrKeAsjj zL8vs97R}I4DPgh{!9OVJ-iVcMS`T=kIAPQ0MQMtT!MU8{Q3_!j4Fjqoiq2Z~6?@2sGZEc)B89N#}nAtq(Hx#ll1u<)x{&^|F!nUqNn)Ga3pt)FCK_V4;R?swT9Bd#WJ4pS*#sI3# z0+MlnBqFQ~pz;;WtlIw^2O`@Vvw)bz|Dc=youB)gAO4?s-M?@6pJV>G0W|O*d~-NP zVSPvA-#z|kcPKg=IJwz@eD+b|)9>ED`NJTNGpMCxD<<(tTHlU{QNjr16>}%If0z~B z96>Jm7js#`*wh@fQEo(3LZEFjriNpbbucn^Ft;%!qWae`kWtau&d$pCx4Mexx3-c| z^*04wlk*=ObP&Irlaql9#Ghx?1_@t4S{4u&o|S=#i4&BM45W<%r5F5<(|@!7vHf+V z4WgX?W>>SbgEou(w=4prK+@#qWM^RF=H%eeCIS)cK{Rtt78V9(4o;9>2PBNp%)``0|tq`b-VV6Zvdt0E+%RiDviN&-vt*7 zGnJuzk@_rJIUWpCiTL+0b44lZ=5KV2Y#jwnXzv6wUOB<$)9rZ z4k2+QtON}l{Jq3y=;R#zze8GJ1fw-Ky58GlJSjO6uyzCm8by#o4DBf%ur?ACl4qV1T+wWOZ+L8gaY=IN*xjc`m4E zm`4oh@(q9m<&z>U9T79bw^IqUBLM8Mtxh)-gE-z#fPrGbLPLeIveEA39t*$#AJFD5 zYor*@`&kFf=NQmg5w$YS_3#>74w#t++*{R=&tVYyv;)lI?kDH^4$iAJF@aR;5JaDW zJ`m(6Skp*lkTQHSOF zlV_NFc{o?c%n+KvRNSHotVY+DAD8I5~HSIzd^|f$NOmaLCA$~`lCH%`QT80pgxr1 zhVqEB4j8PWUZfyGoTFGKL+ctbO2wi4_>p2E)*33WcGJZyC}9Go9L1M|yL*0^xt)OQ zh0L8!!nh0ZfeHLF8w*1aK}CqPEEq~XD3Dk02U-~ZM@_hhDyUz9&M3ZfZ^8`--}MpM zhSTULU=TZn{pqlQ7%D>WpY&Plh7_bHpy;Fmm6@dHs!>b?iL2~r>jdG;e4Qs?=;DRp z>x7jmY)6uj>57ck=C_-D6K;~Osgn9zeF8g?NN3mS8*~mKn+je?jmXy2zfEeY(SSRwPTXQ|Ki#OtlIajRJsW0W` zW@Wr4{IWhLUO7zBYQdi~8CUEFdJwOynaLV}P)3%l+D3f=GUu==)pV0wyl91s^R z@6Gi}Uf#bcJ^gqrT&{d{^LUYaLdnM0U{Mm7;dAl~k$HH@AH0p?zh15<%sJ0qH+oym zT7O;J=|OMl%9-k zne3OR)55mG#54=;*{>FF#oL8wiAhZETb-~M5XF4He2h8wBo?}#@^AC*b|xfhKAyaT zmB&LF4>RhrKeONJgx`Yy*$Ka|O9U6`9)3(vDL*-arv)s|L6gI#DqHeif$GW{i`?GmH{$&>M&*I(&m@(Q&`!8_UqZ)diZN&`KbaK5 z%(Bz^wTDCn60Ef2Vwfn0{3^-98iP{~K~xr!kH*0VeNURT^b5>Z(=0pH(V4x*Zb#WRw8jdn7b+{KpTp>BQ7faz@K+0u>Wzjba0|JR zcxKMy$fyjv=$!9eLRI`};9RYSU|6l@@ZmE)Ok+h6EM#etGJQD$ow{fLDS9J4&5zkL zT3YQU!Sk^n#%n9wAU4@3U530`bmso|59ISHJ;ppI82&ni(x0W}OXJ~!3dF&>dPA{p zzvacvK9QzHg~jhTt7YaF(~a+LKkLUtROJZJDKu-jHA`)gkl>p1u7nJT_Qmw%py>C` za!SC#O6W_WI-l?+Q%ZMLZ#A<-p7wtqBI*xq9d1IQ)rndDGGI-k`YSKdo;a9vymv@L zVyT9I@<(;?FebyWqrPouOFXT$(tdN6YP!NuLcvb6VA_y~hy9UfJnm1W^)wx@_~NNL zlEZ5eoS%Zm6RIZ8T*7V@A_h3B6t!7OL1-xo^28r&Mq`hv!cLtLo%oh2K~yH4=}z`f zzu-cR$l~{pNW8SQk;B||()tp@<5u=?LfG-pH_sUM#TZ4@cs0wg|nUZp?gCf5!rAJ$)VQF#7L-9#ejHj zA2Ld@mbrM6%&)u`_KOySQ`BNDuMe8t)#Q++P>OUhBtTH~+?Z5Y}qN9Q{ zE|Wzgk%)S5hllq}V?@PZUeTi9QKZ|*$??_X+S8Vx*L75uBZ$SLz>ySzsg#UFh4;Md zF!0jetOgc2AX z5`%(ig&?8dfB4hfUxk}X*rALLUPZ|sJ%PPzQ9=Y20XEX%(Z+AnZw?|{oJS;IaS#fY z78{kiP$nt3Bv&n*++}TfHf||-R4hrN_4o#;(cf@ZO(1>y_&nPYK_kn zw>k10%lSJrB`suj46raHn_6UkXx-gb?aKV{d5EJAqTO|Z;lP=0KcfrLdYHi7Sf0PC}GGXd*DB| zb2rtpxPFI3F`^-sC(oJD&yNhKV{`SB8@imE1``Y($v5&_(VdMVnvTz93s8RfuZ4OxX|a#NDda1+5QRQl_1eJl{GuqjPS zST%wL4D9r*qbB6D81;z|fxc3o&#E_(a7C>b^m}uAk4t*lX%I1VvBZj&33gl^oZh1<;&%!Am{tb~H_*5=M;5yZjPtm$`RwYkBaAFIc74oUmbb2a zv2O1RZV&h}umh32Ch0_d@i4ORZ_?KM<0g3tO|!*h8C6G-y@xoqpYuEeL6IaM@O6Gm*#zQpI$EcV&=|PN4@csm6 zpvImes6d({3+|G=1wrwFL|S~hjJO_W=W$y#Fcv|vIa712d~ZMri9J4ulv3K@_#?eK z)=+mS9T_paveO({sM2h3Hv)rkRk%>l2%xgCp+NT+Rd{c6LR6AWEGLFI`xDeN9VBX4V)NGHd>B6QOK|7Nlit z8|d6FMs06CN@Br$A%w6y{tkq&9**5Mkn^^wx+g-OGiVjd z&M;dFZ{J~%p^bny(eJTk3Gwkd7HshYs(qU_+3>_-bFT<%yP8(~urX^W^&wK@U=e3B z?=N-Hpy9Ff?)*)(JI^*qbn}2oy>8P?p8M1vubNKNdpFdTd)tw<0_psm)ABBsJ#ax6 z=_TqnN(W-6%P%)UxgN+j%rh(a<)1CDldmMt#J^@KyqjegJJY?g8)a1{4yCdxLI}!V z&-n6_QBnO`oe3PezPoJDNkgLqQh~T%;utn}5(fs`xj2ghHBvBy>6^^;hwA=s@{~*I zSYNiX-b1G)hdj*9{XA-4`@|cbuH>+gJ4ReiWp8lE=kDLlO33%iNkOMgUgJiJ#xl?O z*pWb30?+V~YUpK^eqYDidb&sUWa(jNZ1mIZIZw9ot;@|w&rCwhgrA<`=)i6avVi;5 zbMOz>J8Qwg=^dUKgJg(ONWwfE7OX%L(u9$^qY>Ze)d`ye4lOo0D1VuL7Wo2y?r{WA zeY_78bYGy8ufl~zSi&`=p@c2sRzvHV#u9X7y8;#xNi-GQ6S)zat%NH---Y+GnVfi% ztrU9=a=BjTW|#V}x9ahv&n>O23K_liJQO&8FVq#~G07r075fpVQhN&>OPScu821t6 zEg=p%OcNs^jqh_KW+`|KtI1H&!ZZn1M0qnYDZVJ?M}u8vNK1}P8UFs3@!VPe{GEvBVBGJz6R-yw2qmXu25wA?+KjQb+<$oN(BN4qfKj8Oo<}Qe`j`s!t15re@ZQ$azL@ z&M844(a>SHLY5}Xh03pg(??w+i)Q9(G2Y%v$%l*0?R2wLFR*2+Gk43|_96lGc6-U= zyz6G)IhgznCyn>HCI9%rG*SQ-Mjh~z_Yt2-xN#!>yDtK2Kn#n5Nt^~QOfgVA2qAz4 ziyr5659|unvAub9#d^(F#cWi^vGt+pA^ai7ZJ;b!)0W?m0+m<6l7WdZ>99^+ZB5Pw zqo8R>-7%ZniUN{#&Sv9b39;O{9=G%OX5bxFCIPvPm-`lu{Ww*81yaR=q88iqHU}>G zx^Z@Y$f%brZ}n+*Xb$ff=bP8%%#FxS@u}vm)iiI;^*Z_@L+|21`VNXRkZz~vYj&5u zO7RIAw{j)rsgb^~w51B}6vCL`K-TAN@NBmCRA9uUfe3-rXljANM(`Ky!f5c-Vm2R% zp%^f>1c@1_e}V@t$cI1%7SaDK4RqD9p*oKJvbDfY{V=7S)bz2h{}@75vSVZ{okSb2 ztRors#~`l=tEn4Su8tT6c_m6*KOf<@w6#pxugqSS;034|@9$oA5*o*Qk@nw99=Yuq zJ=~U5Ky$dLo>37tJF1GAh>(x*&CP^M)=4(nIT~FO^p23ud$X~mK3_z#M%W_0-bMte z0ydcemxhmYYD9D+>_<0;k|Hez3MNp1lnSQUVqcVEp3HCHDO4s~%FU6cTY40c?~siQ z*xvWE_|Hu$PQ~f4eDxTk`gF*}hJBO9-%Lf#If07>xyG{JY#XxfZSUUH@-o=L4;hvlocKXA?EAn=Z<~ zIO3WE;&_;82^(q=IOr5a!OD&__t7RRF~n@R+)SDZFoFf70}#aMgUmsntsAAl?TYZM zS`>Oq?hiRkiHxSzul3jzrbY`VKPc&0ZB+Y-RbG=4EV<2G-kTCIUf#n+jbAl|^_TND zoO7w}6`VKSj`McV)WS}MaR~DY;H8l(nZ;<$l!UH#JTFZa;o1fIV~yIkg3#O{_^Oi zTuZp^XHAWKTRs03Fh3Yo+#3!1PG6@*GCxSlxnMTY2JAgPOo~&n20PaHvR!9T4r1ky z^GcBa<-C-itKjQON>hxODwjSfPoMS11ug5*VC>>eL3&P z*CqrsmOWgWh+^K!sm~b5`NIxDCS^zfp++!_zo$WA<*{w}Kzh(E=yw%C_Fy2WRZaL| z(i=WGpA6wWnS8>J83Ec1wei2*4^iGfjlW(m`H%CqddxSzeZ^#U+nE~3obYweu`@E; z`Qm@paVPuZdDcx_Ep9=AJ_un00zWPWn8l1$AFd&0-UXvmc|GZ9C>do087I#nyj8$* zL}(aEMa|#xp+AL{u_Y#LeQEY=rC#Gj`{vlI#}t@N_BF-xTZzx%1ks2h)1qi9J9?*u z5!G74cWDi}TfqU7$(SQSaiQ-{3=o()&YM~A&{|k7`oZw+3^UDkCr7|aF@BeRhv{z; z{%N*RU-Nb_^!SO_%iaqph+pP=bH9y2_J4Jh?I%6$N=ScdSigPcptFf`Ml=ediq6$L6ZW4rM7Ubn!n0)9lRA`_sfb(jDT$m>we-gNi6#5Md?qc zB}k}qSngt|kD)51IaG1X5h_!@a-k}LI11!c^`BbeJ-#IGIHA$4jW~k-26ND0a(Qgo z%>>6{XjL16HE|0kAWgcDCMpQFc-zF~3FU0RN$gKmEU5F8eD-{z%(Nn`&^eKgtCIsn zzsZaO+1JQDgF1_5$b^_ISVVG3>JV`5%yivaM;YEr#7;n1SU38ad@-3 z_}&|%f?1-TK-ltb`$@@eR74-neY@6XX%{XiG_#w7MC{;+*?c*pW}&ze0g_~Ofgv8T z!F=Bl^M0Afv(ja^N^@Z`IGUAp3_I2`O!3cjw8Vo*hR{L<9+)?o2brsxM=n@C z>7l{XaWT0ILeZ(|38hQny+nxJs=i=Ww!reg2usbZ)4k}1ix+qdw%U4185zk^bGWVO ze3I=m>gJ{G@i+gOvb@s#5Ug?}RszK^Y2Fz3N-KZ`o78Yh(9F84zh}#<%k5u6z~eZ_NIpX?@-ilMEx(s=MNb52MPZtGX76Ofbf4u2mp2X|H1`eV`tz3 z!NjZ})c^l27l56Om4Ta$9hA9`9+a1ifd!P?kK;ENfSG}l{Wsdp&B+ZS6fm)I{ue61 zKT?MM4ea_yqRsye72qFP)&7ph{a+mM7l8Nw4+{W<&HqOF|KQG`oP>YFy8i;#L7+I> z-!Oaa-|0O;<^BEwkcmJg#XxBx|JG*xJAL4f{m&6-5B`G=@H^$(pVnV%{%y8Dqki}O z3t0zY*D`g6#MV>M*k-~5>%k*?{K7c%&0{V6GH#lS2+CTkJYJBiNY`lNrFgE zdg_Ek^$82-TH4el{+S-QYT?2tO=iblj)qCd{v4!{uyP-PdD zl+a*nyqxhBmU$F*XcFd5qrwrR%8QnS80B4~QOlCuSfjfFzWxyJMq7Tr~jGt_CLeZ|Fxzo>)&g-{wuj2s2%_- zh-&jcJr1DQ!1bT->C<*tSEb$trk1%1zH46DK_sUyA7J&MQKujfNZKJ${fpRg&6&t1 zi8eloi$TiAGQkQ-DSdhuP*miDkSf#({1(cJcg}^6tokiD(|VP1jaHS}66Mko9v^_7-v=T&es?XIHNN4X6$qawpx{G9qq0&2 zA?qzU;29k-x8iCVaaQsp>H~Nu5SDCNA#QHda6nL)+7_b8nWdWhed@i_91Od{7c<|es?i;>9_?^xhz=(SgBnAr1 z1loGxWt+G#K)=X=9%26U!_!Ght21Y5^q9nSuyAs`vVeGM)d=qn<+%mb9{yot|Lpkq z{;gxWSHr3P>S%YN1yCwxlk$v3-k|6!*u>%+XR$Ci_8D5#L3-3> zw&4=rxU$~kSL)Lf#|q^c0^SimLHgj2%$CxFFAkzwNQmW-cLM3?fIb;|Kro7PAwnvj zVIr{kF0v-vy{>8gR>t0>U(0w=iVW?gSP|U`m$$~QJ zlxo876M|epVony{tR|a*cAG$c{3rm*8b<`h*{#%sPeUDn{OEU<)8>i4($}q&4E3e6 zTn;$<7UTjk;$zO_Z}2M!1jq9i<;A0K_~YtRD0Sf#6(~(-2Q@rLOau=l!@m$?dfJhX z1f(z_+5{GF_-``3FUbyF8=qf5_RPv{64+0I=BN2VBgRahiO7!y+t?E^f$YOGfFIz| z>~7bM=YAHu(6s?#7Hm--EF3n`&cA4uzX?cwvxjKaBee40V<;kLLI!Yr@jVUZ+;ID@ zi8%Zga2i%couUaW-RKa=YsJRsbWlTX{m?bEX_5>c)n&2(KMvIU5VV2VME;Er?o1~Q z{p+{0?vGVK8{c3(5%y@rqLc{F2t@iD|97 z6FFAqf+m7mCQT>5V0edK-@dBNEI(D|d~PcY^;@fntEa@i8l0pYmf^@)afzMwc5ExW zJFX0E+pCm&EE(8+si`0EXu4559#kQz4}!v|$8c*C@FcwZ8uiA#`RU@z`;Jk6*teTZ zP%E>SX_FA;?(5fwYS{j0srxMlmQ4Zi70cI!C+3f~Qyv7>2j|C4mBt}=_2P+l3923* z+l&TAwzF$3?MAk3BB5vXyXbCr0e9hRtd6p$8O|OJr|)=Mt1ZN?kldh|&pHb*<-P(( z8MFG@Slh04WE3bl2gB(a2gHnGYw6n}%-2Y4^)(vs7Q1(>kZeun_@d}jBdrWXZLL-Y zcC6Bx?ce(DMO{XZ5NwUu$F#mZscsGB5Uh!*G_~)cuc6n|;;8;qwQEL}L}qbDHc&Ry zCY_!Mp^p&5NtwJ$S{1nZTGK@JOS=&Uli}d3{99mqwRqx}z0;3vjhMS0ij%CwjKihX>=xo)=hCRIGz0Yni8^n5r|deGza+tc(^GT zlq2=?m>-fbBn(+RF!3Wd21qg+o2b@3jO9DNXucz${hpna3Ia+W z49vZKuc~=O%hF_Y5AVwCO3E?!A(`6-qkB)|N`f^7mJ6q9ED-NkZ^7wyKcs)|E!;(Q zt`RYddLOyN9@h;+L<-r}XQN~$bB95fpU^pBiHyPee4>MH+mbt%1e5X(yG^L-3arlC zl187SP8qN;B4&SD{DLWgeUDuP3uVa69(<(8QTnZy2m`*)04sn9iWo!c@@zxtJ%Y?PNMbH>mAE1jj8xRHUM7q%^3p3Q z;Nj3!)0= zTCt&mPMA=?&G`HgnWv4k*uD{1#}-Rg%HX93y8i9ha7e4<^5To%O&1C1r-F<6>{3jAsLHr|c1R6YwW z3I7q3$T9@9vFLnbbca>Mn#wH`WoBTQ)uZ|~G>(;uu8>Up)T2=>ca1}k>|TwL4*hJi z&xlE}2oBwK*R|u;wnw#)No^U2u283HbnYcJ0$L*F+bZ`e>HO-(aVk9~^m}}L&u?@Q z=jcNUA_|6q%Z`q4;DPA7EQ#Y-LJ8FS5G6)pdTPNg%GGeD;k4NzvAst9cGyF9naQ=w4DTz{R3jwsfUm zmCN~4tc=&M?s&!4>GLfYo3=+P!-sQ&Nx~aSg>@@Y6IQRmP-6zgTn-C+o=~Gl&|IXf zDLrA-;?|#|mJYqheT#j~^jc&SNyv{{i$_0daxY@ljmEX$tnU^p8s3a1b_rN`_WLg- zJIKqOtTbIFTsLo5--BHbxYSh&y~kp&5HcnZXMso=#H03K3e5jpPErqfiR<{%5^$cYA)2;OuR@)xD`C7$T9#p`&=gB9hf zC4wDXMR>fUlA1>P*ksQb=cA5_Zaf)Ernk}8ZUshKuUKohts@PlBBsw~4P8G-hEHiu zR&Jyh9^QnnJb@%L)fNEI2uO!w%V}zl#O6=*yE9mIDJP?#IuZ<15bh>_Kc>p3uP`VB zjwPRWXU6tHO4_Ryo^KjFcg8$_Lbcc>-XmukcPRHr4?JnaXh@1;2n!32cT;A1BfI)TdOCPbR*rm$XeIK%Ugu=&A}^N?^0&#slM=B(zBwurvyd9{CS+{C?Md2H3H88mL`xh_^`v8@wN z?5ERJ-`5amG+t=G<-Tpi^THqJe%)&uYF>GeoyWK{8BeE1E=VM+T>bVLZ^Fx2cUARn z_TPTI3AE>=S1he-kH30*=S%Q*X5aF07Ho{)?IcUf4O@Zve>dg)NUjL*NRehrq4r6d zt+7HNu|k-uVovVs+tA>E;(hh6^{2x1zckYJU{rzTe5YnZVzsdrbhxry zB{W*A+XK}BC@3D60-hKGJ<$mK5uYg}OSfp1uy$jpRENGIzBD!J({sM7>vnMG52U!Y zyzgoM%mFoD&8#*6_L5e_&k8v~n&J&u56ZuHd1j;&1n)ouO`+D^ckuSDP78s8g$5zZ zhZ?|$>n}p*)7g%1YY1GS1N4K1A1mye++0gwVne+lH;A_?emRm^E#`49{56x_^8eU) zA&gyE=-s^Mn0alj86n2H`XQ9}wvCDl4$pLi4apEy3JnJ4N>1A27(l6kD5ge)!XNKA zVA10TW;uX!lxcaV`Qid%k%y$ayWGs~ps0EmBn}H4o4kE~*$vXj4^SV*hj^d&83TCz zq5DXU$RtdL46s=>8)P#SQd6@473kV$QQZu#9$tSNsM^rcWV_MC| z_A(Vc`ABNef97bv`q(&a>k4oc1;jJXau)p`?%pc6k!V}6l$p8A%*@PC<}x!gGcz+Y zGeen~nX$~w%*irt1 z=|wSMu`-HFOJ@pUyn(I7=^*|6A>1q2?+r|B$4!VsMGFU3g$SK2O-W0wtT}-t8KwuP z_VMClIeO;GbdIMYX*V#?>QAXUynhsG*TD2i*fiZWj#(L6m>29cHtvwO%fiKLhfQXw z_h_9|c98xF00%-0Fi=Yo@%Nw7Ru3it8HQV?567P` zgvS%MIK@o@@1TmkxS+s)d0`=FfL9iW#i;U7euh;nQ!(Rconz*{Mq zk#i`^`?fPMb*{otLwTO`R)=LfsCi>@NN9}uS1j|c@UHtV{*JZ;s2>ZkG`ScEACM5Z z$Pl&FTSv3&4hOs>+y|ns9GGKAk%S^?A?Iz`lRWW9X|V;ol(J@@_0OJj#R{RW?dwsc zY4RG{JU|Vk1=*utZY&j?tYLU{z#M$(e7-2%ip`tG0tIo7psEWV`-hvEa&rJ(7i$uK z(gc1Ss`zoR&QHdqV+SrNiZr*(MR|m7fL8&(W-!hEceM*e%KVhQvXo!?~OE{b^;ObC?SnL ze$z@YZ&IUWm9H4#`@*UiiCIpoGTW_GA@bmO@4MZq1eZ)GrJBFM54s`GxamvXDU&rpRFx%m>uNU%DXOjOBX+;aa>pUEFj!xrF zbtoJ?$9KSm*Lc<%)cXbOeD2n{kCS`Bb+4?Ciw$TSyz`BRkL-tUY=4caxc&Tb04|7& z#c<$~g)EY>CA=(CE$aJ0xoz^) ziVI&0(>Y=Tuv>L+7W<>*NRyEvi39H{z0g+?%_%LA>c^<>-%GOA)Y!q`xXjsNmpZ~eE(`5T;pk4~``<0%UR1Me!mRvbJM<;uV~_Ja+8R~8s^NlEMsS3We* ztf@q8!OHCWB8KTa)UfM!0_A9}(8)&a^`VkY0!9VGg9aFNiPU$Kj5+rO1sJhqRC_eV9oKSzFm+4k1Cans3nKiH^rE6GUHaes{c zHpQ>@eH~>JND~~<;yu|#9?RF~gm2Vfz!0pMUlMlasW|)S9A9jnJkO2f8pf<$naRC2 zh4WoU@;=07X*?a9zmPC)naitm1CgEt)oO%>6#mYzk_~B*0Qf;KXt{3O6PDs-I>04$ zY4pDBLwoIE>$K}SEMtCly0jD}lJqjBOoYJu`owC2fKzW_V`${pr=Ne|-JAaR-7y3t z=8ml`m1n^!&1a{-)mhEgi?Y|{#!7*2m+ygYq~(?7ORz(U%j}$|B|6v=jqWSQU-wq1 z)b86S*)1!#p}vTYBc7LO|KpA)d*QxTZ!pn^Sk?1F?TzXY&2lsbS%YBsq zY$m# zvRG0_Y89ICL%z?P^{CIQduF}Qdda{#zPHzL^1Z*rWX^@&OaRiW1f?h-T4n$#QN2c! zS>0Az50=_oX7?ByYP!15%>BTe1$nSmh>j|yjEF%W>3Mgzw}gn`lT zh($nCffP1np*LOt4&t0@RS!qZ#$!ByhRwEGyAjgHHd&`nDcxWq$U%=ob%Jr>z9cuQ zBB!TlYQ%q=2ncDUxB7K*qr|5(a^I%K-NU4AzZp|Z?N(Dc^#Ok1^CyT}w7(lL(wUuouO%b`obUDImz#Wt0 zt~cS<;ONLcyxK`Afbuu$s+Fk=@SK6Q^!TfIwxNoX~Ofsbpi#f)*B1bubLJXJ#uALIP{118nh>2 zfXcp6^YMacobJJ092?4!G|mOY7!cuRnh4NFWBJ;bsBF+*E+KP4Fspn4N`FRk-+TNo zJ+BB8T(9U4!=fKCH^7 z7pcDd7Ow}*2VJg0KMs0UY}aIJtUVJebbor+K0{Tfzv{7zr$TiiUEm>HD|s`dHqb!R zJs_t3A}J`Qp;`;Crpcfd2c9QsgpMLWY@QB1
Bo5QN^1J0sCG>*=V}So0Jmm^Hlv zhaXqF<*1@Cd#l?$P#!lj5lX(htH`CM#ZGUz<;v=EIqzL< zq0Xf&P0mev8bPO?lC*g2Vv3PGi@KN3R{mwTr)l7w5*g*#o7{K zMZ1|k_1g2tTRQVw`k^&rb+PA97j~$$_Nn)VdtYKXS9*z@nZatRT9Mk%CGR)o zeMrdeXDFuZ3J91V5~+xymQ1IZ22Gd`#_}LQ-8584B%l|37A3@NNmeJn)GV5U9VF?q zXgTmP7f_VNqN-1Ec)BZi_}-1zJL^vyz6&Xz9!Kr6Dt&uJ0D3tK2IrNoe2ii703ZR{ zC0b#jShHAH*;j@Vr>_ntCcxU3Z#R0>JtJ{bDBzqw4SliF{L}O4+BD~_-WsIAf7Q-+ z-Tr&l6!#wM8IHOwu@5-acpNv9WXj~7exPAoaVUWt#&LYufnf@#3Q~(M#aXwIi89NO&A5dzzw_#`Iv4jQ36$ zBx}la7>#+{#EQ)@8?$0k&1N_Z)B9+;gg}_IyBE9>CL_5Sua3oG+7}Vi`h&-YJPpZz$4``NkrWf*ZN|PKjV<= zNHa5!D;lZ-dZQFO86?-Ir1OPFWnVdWFYb6t&WHQ4@Q(Vdhd&zU{_pX4H7=9RJy^_; zXRfNwD=^rk%4f-Y(R)E>q&JEq{bRV3UNB+8pGo^pJh$4_DJ%5_t0U09q%6;ilZL`I ztnB05fcq_=M+aaPUp#8Hg|?LupNcGNWt){hQ7?F_XvQ`5kmz~Be4fX`>+;o~k%4B` zZxozwva%k=%MzSs3@c48LTZUt) zHc6%Ayl$Y38@rv%nx@5Dd$zvD>U!@bHa3%w zg||Ig_t2?cikZKIzEQUzzxIP9ECYDwfa!Afwaj~u9+=fGs`uhU%Jf70)8H^xu=z<* zSG0#j{KNe-fd?@JKrA8Sl78r_JDDIv{q2?KjT1mvaNt!?E1-=`x#vh3LE^a^^zpgO zgiK2&OBFYE56cds5KndHXho!v|{^i_tZ-fn7&_MUY$ zI*z;!saQ_oZz*QN&mPTE5UO!&;p?^++kIcIDeG}uTNGp+_G33*+EV6jvD+(Fub!+R z+va@@20^fWQkAaCa32bq2r#j=yLq+{cx>TZ)&Bhz+csx9S{o(Mh{XzB_8Z39v57-6 zGS!^%XQXMK+K2Zg zk$>}KhJ$|n$peq9&NdG*O)u2^ap?a6q2u*9po*{LV?W9LNK?+g{Jh2;x=ogRjOX>a z4ECEv18{{^jmN^EG>*&yiKCAp^V3Nqm#)Cj!TGSAOgr)_DQ03ezZVf6MUgEfWx9S1 zIh$3V69hx(i2xR9Uemg!D>8BdwY`5>YFHXkfz05x@Vm<3A7L-q!7d^?RMl{7 z5hl$+Od@!+8f5bDqS&xFE*rH z#5(!nE>$Bk#j^?F3+e)j0{OvTe^K{=UlK`g4=*>AN~K)-hKB+85I;&sMB-NmyKbMmsAju0oIU z8^)(&f_KJ5l^+~V1lInG$7gMxo|V`~tK6-l$~J}k{XQp`?$Lb6X`xfvV#HUa;Yf>A z)wkMbAZ9(Dbbgxm{gl{$CD15zEw%=rms?_4RZ)}|LKvW;hpAGEE-Da=ClwuYAHxMg^$?nK@&XVQ%m+ zXjHH97+yo_n)^8Kcu4Ocl(=UYrfu(zp68Mk6k{fKkRn< zdbAwWfBOz5Cnvgh+x;oR#*gh*@5n2gtaCpM(dO}7?LVtatW3MTb1Bv}ijp%x}66C8wI z&dx!^x?i6^T!ECO6Q5Qr3Bhag){w)#`&N6CK@2oI8;qFSd1R7cw_29J($)vMJ<4w3$Q3+WPY-@%y{8fNWgih9K5k z4#nd&5Lx2tROU;R-;_D<3`+DcdbkA*2`e&bbqQ?cxPUGAFmo*{h$d44*U1kQ%A248 zZRNQ1A4-q1LS0I@tsox^{I^))GU9jUh5I0m%g2n9bUw^TYoB~?-O6xqv2^JT&aWg+ zd7+pbry-orYwB;q{wW#1YQJ-WkNftJ?V4yfHJ}6YO=EQw5p^V^D*#}@`y>aIav&0b zLjPuR$9Rlz;aqfZ_KY+i=UHhY86`zW7-;FZJERD5mb2*ay1|i@H7ryMo%+_&@@oemv z)IPUys&Rxdab3|q-#Xg5<~!m$MWds3ymn=V!eQ)i+*qf`a{Prt9l5Dcb77Fny{vsj zmVo`s6fCf~;diNA4gZ48i~b6rKkJV-#OqD_HmQ%WQ!FB?Yt-`oG9Pj|B;bPaoj{xyN%m+~Jk}SrEJ}8gu#-<+ zEOAQ3Oo}h)GlCJzC&C1YFN_iWDaZkn9~aT3!})7+M9W+cRY9m+!Jztqq*;nrXZ7H?zAbRPbK>~i z&%YSp#<}^0w&PNs1_@kSDLRp^PTt>2A=JOjS2Bclc3D&Cgbn6Z zTnP~+0JnM92b*mT(Td}~2rhOev=(lkZNp^1`N7`AlZ7S~d@yEJu34XX^IOax?r8Qh zvCqaMF&j!Lk_dNhrDpuI25u_J5V$F~Ugk&4dTsL3+FW>Rg{L!;@9)S!Hqz7IB%aP< z>j$J*BfqaI9>-nh!FuPk8%%W**&A=>gf*o#7W1@+(Pd3@<-Lo+0V#G6f(R4E=2*06 zja+CCzbgi@;B*XEM$1~53^ztIqQkAK;;9)V_sP&wvCpHXhSBzsh+QYc^rUzi^cpc7 zqZN=>EqIIQy32Y1cj_Zvr%psxu&iHEch?X6daaCw*kav$8}UVdF@uRA=HSEnF5%dg&S z(MzRpIteM5;U(%kDt27zi`$H89~yQl;Py(017`>oh3sKR1U~44hJs$4VSga()e(=u z?M)Er3)Q?4Z9nP4t`#5HBC6r`4hUl43or&71bHN2ToEfF4GIDXNc95UxWdHN)tA9< zQwZSmC>#-CrWH0O1g%O)Eh*0BFAGl1!NSj$72A;2;+c4ng-e1{te_3rsN#!8HVBSD zkpiIBH}H%)M-BGh`*#Z};`n)7GT^k>l?_u>p1+2Hnbc|_QRm%pa z-pJbhooccT|4K^Y4ah3qMN=LK`j20$Dp=@Fo-AZ%@0?1b*bR){FZ;unh9nmn;U0K8C2;pSPGM6SEJT5WCcsBt0f0-(L|Z* zTcR}^eRMPlDQNk6)c92tQf6nTK$G$GsBkdH8@k?V#viV1G(BE-HeFwdv`j+Lt2en- zx2w5{+$SL)J|BbEf7sTmrcjk8|LO7Yp8HhB?|CwrL*N?H`So!*H0RbbY|->UfR=z% z8wMUZJPnkJ74Cp`Q*Oym3F3|E#sP8&YxT{7^^P*0xyMfT9>G>l^k%`bnC_Ir@(3}b zKY4x*@*i_$-52?y)WSoj&1^{+y1moWKKE`M`A3Cp5?vUi`&)jk-JHy=I-=EB*yX`! zPxhXd{PjxfxENgZZ#Dg(O-#?n$K!FkI0x|!9dy%6sa+1h1x^TVSqFlJFHK)oS93G~ zhIEcm4_+8{C0*m&)#s{0xXEO(sy!=-nv5b;c1_4%g!5!h-7NAHeOjw-4)l{lZ+p9MsHrg+@vYHxBv7-4i+-?PH zT1bk`ok8b5PW?bGrtHxKq1WJ0tGh=dwhW*l?D%p&=qmhlzA9-iZX#u0sL`=o486X5 zXSk%i4_Lph9?QNn+wY9;Vr)HI6`AN-j>hEIi6|<0>OT5A8nJkv!WmK1W}(zWm}+FA z<)a+D7P0kAd4x=djUz{4jDZW^wOVPco;p8h-YTwSyHwzBMjD-7SH7P&z1Xdo?I9lB z)R_Az;RgOt27xdBN7eg9kkE7#QydhK_N$=Sx5HKc^TKrtDwtW+jEA4mSNmo^7G{l1 z3!AN6fhHoCV7o4m5Out0!U`)IPw|1$ydb);WXjmdqVN4{u2Hb8!qCE*eP8f^PPV+S8QED?T+df zlW*Pf3;dS;e^iIvd`ZQ@XKbS|Ab}iV%oqqTkPNIE`!bb(-cD}~vHum?g^_80LCNo6 zSo=A-5S!eg;lrSVb@F)c<6@V&@HWMLWuyZU)l%-e{Oe;~yHz=YSPg7Tj}56~NuY8t z9|`Bg&YY!enIn8mhQ)+MEqteQKA64Dt`jCwi(@7jlg_Cv&Ux1y{c|7~LaTKk_*}bn zE;w?XQcO-V6viEW`gt{2x9x@)z5B3#Gsz|&#*)I^G{%d2WHV_KdfX-ihP=69U)yaX zICqB1wc|z|oz7Xm38pS`~%yC(9oW+walFUZ9qD_x&xsYeew3XuvOc|V)J(*Z}9>amGXY$ z1B1#)j4 zt_UfcU+&JB5@4Y0fR_|pSPvX}){2fVE;O(lL&#mwsvKr4G^|@0;uwY)b``8K0b&!3 zS!3a)Fn;XYRwRDLJs{#Mwmpwzn>zdAcqOcO_Vy_CVWNFuV)p3LT&g45eez*n4AzRM zT+DRI?*js>2Bs-gucpMDc}$~B@GNMUtAgy9xvWc{$J zay98%3vi+sJ(s$#KDg}KMM*Wk~f?yPx$(ORb`Ul&Fp7L-L&asqgV!^ep@_6Vn zjcWD$_Q)5q(fvAGx`(&ESK_MA-zr+{5uo2a6cTuk^Rb8pq+4j;T;U!!tAWfCYakF+UU#=XQ;r#Dv-iUtjyBYBqC;288t2EGj|%wdKDLnCdf%PA{RMm}aWNj( zCFn(_PKFp_MA;w)I8a)484u*fq0tP5;Kou~j^47ZSi9?-C_i#AS0jg@jjDKBY+zc z3lg*i5t`6i5SBj3nVWaKt|MHA-f2zp%5HO>kCpzm$kAt;TD!5LX}*$3&Ls5-$R4c< zBCtv@dG>fTcynWBl0xg+Dq${m;|XG|TlJo&RhdXL!|xL0C(9_NYG0Z$Q#0LxRjA1_ zU{Hf~1}|V0*J)U^q-{WcESznh8qcVTRuPr0wD>_wizaOk4Ln#NEPh(=^XsBWIaC2b zh7xXiToKiG7hO;2a`$TxsbDe&jtv>(#~CXH1BKD~0u*S^&T%$;i|);nu!-rR)qEsx ztj$Md)$x6oDazbN$JW#NthJbDr&)&MJxDCq?c&yWbkGn;SF)zI>{LaTl}6V$dVF4! ztrqF#vcF$4maM5;{s?=St^73%bK?s%v)?iDKZ8KbY|Q^13iSU+LhwKEB87h^1pgPN z&VM*H|CNAmCGI~`r11ZJLhw7vZ#wUvV&4D86a38uvT}UWmHz-U|Fz@4AiaNk?%#*u z{4d7fZzb@*ZT^Qb_}jw!pPt_Dq5q#7gtZA+*!~S-{5QVvU(DhEA&Kz6h0ghno^r5! zdyxMllmDsa{XdIP{wF@EO~B6ioyq@XEB|w5|F=h&<=-d$50CIaox%SFrTo`!+TWh; zZ(;O52mF5c4?^^xZ}@jTFfe}WpT8N>e=(X&3`~sw7Q;XE(9GXsFtalJQwYt(!13=+ z<^LYs{5PENe@E&uGjaS6;AX-v+du|bzv~xN&gxJqs3bm;AYpfLoWC<_z5uuo!e~Ds zkCUEUg9eo~e{uY}TT|?KWp`unk)hCRC%72bKyzA}`6-JX)f0#TrQUVHj^vvKLuTgh zeY|yXqLNR^&_=Q%WlutfR=Is8)=#0a$+oOvTo`zL+l(GV!e80`@G}J1Yt@tN(mF{Q z)l9uFMfHM}SXZD$VQ+YQj-8nfE_;LH5m499D#A=`nAJv~`VT2crr)&EOfc!|t@%EY zkGH$LcGO|ulJTT4#f6hA69k(UF^EMd6mD1_hm0mM z8Wsp-lm`+sP(BSYz+Eo^3RGNx&?umu0xC0v02x&tlu&sg0FoY&v~{7iiB4`#_fnMB z{(M`7CCQ>m$mH{@D?LcS^6l~KderkN$MLG|IOj6Q_1ig2A_NnMn4z4K=(^17IRdm( z2td?u^OOd$_e&bt1`?R>=gw%w_SL-O1u*0KnQ3p-9{hb|rN;nj1P3%*N=UZ?;pBn) z-2?R09M&_2CW_Q20F$=BB-fRiN{SW!*2sVmfS#B3W&zfw%pDCt2HfwVeLYj<`b8}l zQo!W%I-|l?v#$2Y@P3sPFlY_9NnE#7VUH^v`vcfv0@zJh+UT$~4+JeVz78Of>+KV6 z1sc!8I?D%A>02{XO3y?MUFu~rOUj>>t@-!}!~@Sf-hM9;0%PfAeCGAIm4An0^mj{g z%ghqLBHw<^$4`C)=}F|jIWP7&wRoi^%WexjHKkthS%muyp@dNO`8y{qF1MC=*EK^( zI=@8X9^%sMvZOEfN)!OT^ROct7J$F9+haCJm?rz9_t%{k6|5i?tY!?OU==j30QM*BTH4PU$>3yPCLiWOr#VTWABbQ(1^u;$_)EYPAON(ZF&)XVwnNB^ zh$ke`-ZQscKVdbj>qG|l;gPom1}v-uLeec$foUXmL0%d^kr_zV8PLaC;FO=33%w4I z16p8sF+Vv+1FbM%R^t#931MOMk!V6Sf<}{7TOgXhV4BHy`3PHn#`YKLZpXO|{js;WZiqgx6FY(& zKofchfV!AgNCe~tea>5I2N0{Esu`fSIy@JO(o>);1m#-B={#t(z6i^-WV! zFrbV#hyWhIuN|PWzHI>F`dImwQ0CY5uvOk!uTU5Ho7}^PII~qigB_$!5IhI-BAmqo zhyhU2e$uli7PKA^x{L^r)=s~~&Oo?a%(B1iaG)OzL2J^nPf^g%6=pv%2t;rO{Uy=^ zx?T1@`RYi2`RX3f;Z{1(&g!$zBOjq{{)(Py#Ip-k5C4L;K{cump5&O6=o5O#?zvh=|7QaL$ zl;BmU5kA6s#3$v-Nz5Vk$T|0p8Rfj-m%8vp^MrrIBQn9=u#X$%Y~97YS#6G5mL$(^$t=f*m_so2ahu1-V%=hv|hfX*w}Y1#0|w zs^&zvQ+K1@n_KD^ZT#IhRgv6pHKN57W$}OwbIOW1*z#<)G_sJ)e(8!%hXFN+jLt1P zwX1xdyJ0&?gf4yh(TClVTJ$dI3W5tbcKvT_|89vLM!&u-N0iP@0eb%y z#}}cDw2rOv3e47TJ4LH-yH+Y3ctZ}H82aNf;N6gy`@x7iPUD7Ofej{GUW#MU%n`Pb zKcwli*pzQ%+kEbd!oilMF>?9Y*vYx69T!GnWw~;XTsUb&1Nr1jCFCm9{$VpFOiW}@ zB8kVF#wgp3e9qXbl&T(;XXmAE2tx=WsSZg5CJZ0niHt-=)Frkjlo>CJZ_Uu(i6dFC zo7=Ob2*xO85Do{oVUkKo-QhfaaLPF!b}vTdA-B$*j?8)}p6gLRRm2<@V9!S1ysDIv ziI+@Cp-upHU1&lLE-^JWC?(5}qt{A`ONPpZ$`I<7OH78Eqv*~@5t9}y{uxD;u_ECo zNls54pHq;bL8+!8&$4;y5~-ffTqNw%9uOcDTs-(gva&y+B2^^RTFcZ#cHMguTn+Kg z!t!M;Lz9}MUUYKYia2s@?J7A+$DD;<8>{OtvzUs>ED>d5t`3R2aW!c}=n`dHJ&9!F zNUx*ywqFq8=fu70Pm4XoVZ&$egKFU)k{liVwCtvS2tjLWz&z+?Fine2Vwz|-S^l=? z3l{5G5kgs@eb7*r?S=Ft{>@mSm-UBDDYR_%8T?O?wPF-C_%fd?*Fd0c-#R1iArhCjW?Y;rAFOWrtvJOp6!c?Lv98F9WBFo?*+J+9~khuz(e zX-GVaCvhlmj~bNtgLK?5&I|!Pjsk(-x?b3wWT`MgEmqLLKyKB(RQiZ&1}bo2?u5^r zMYYk)BTEKPcPJ@kv%Ju5e%=xFok-{4oI?UqWz;iqvCxdO8dl`kUURC=f<;PQJsr9A*AXn7k+CFD zjbp1rF?Q1JOzkt)LzE!Pa>?GW@in6(uPj3GAkz@gdKj2x%xuYTCu|17!gt}o3<9@T zDIy-|RcBH#@0u<&-x{MPqMjwJqPlV~k6Whaf&My@ni#(z(bFK0tt!q2Zcdr1;4la5 zXdEly5XVu#N~3Vk*EKcnkw6eo$O(mv3%K`=fuzr0L>LB1=DX(n0BHQ6DF!6n_S=Ah zm0$%C(p-=kF#NR2hczYyf>c|P9%ASxUic3<*V0&{M1qAjANk1_XUQ%2xFmj*lsc^uoB-DF>c|u4o*}wcIm*{5@quPO?T!+~Fa#Od(~&Il0tVZQqiQz2{2hPImO z7HtVVdH)$>SMED;k0^EZ2ftvDtWCq9W!Mo{I3Fm;Ag$7mmjdoV$MLzYjV|!tnTIUw zJD6sU5A@c}3E%trT<-DtAno7o;i>xwFU5B&GyIa-Ya0C=^RbNp+6S3NWJeiSrmC)3<&meAMMXMm zG#4a-5*Y_f8EBc7*PBmcOvR8fQ+>f!vP0?g*$T@StuH1csGBooAtB6$q~78jew|PL zw`I~o8^uR$+4|-0BLYAD>Pw{EIpm(!{qKE*4QJK!jgpiORV;+=Z%U}XPia3#6l~OF%s9$P&nci1zwmh!NN6(ZOg_r>DI6n2EJxSl1-ON zOw+EWfQzQS%Fvx=Y~+v2xu~41Q&S(V-%ov1&)}soJPO6;y7l~SkEt{HM47$&rmuDm zS(MQIHb7q(gFY|6-Cla1KJ@LcZZn?GMljE9@p^lO(B+xymhGpteZOl`joRLB;Ox}D z4jE3)T&foLx_WFW@q-+6c?6o#6OX}N< zNH*I)I_?(Yp_?Hw@P=ezV9UMw%TqJ zx?ATT6TH$-SFhd&Z%4G6*EU=I*PGpsj5r^1+&13(Ej?Zpm&P!M7aI44E!$ou(y7_? z*(6RM71vtxofbQHCA8dEF z*y}CFFsw(9d0D=wyhhn-kh4a)?|m49@(@&(tr@|~du9>DTzO}_9^muH#Tb_&vQ zJ09H)m`+oy@_6K2$<@CA>myH`^j_F8sBmVkS1uB*%m}Vo$;_FTp=FyeGoL9@=Uv!+p3 zF?vWa6HR-++zI+43EWr>$%#Y>39Y79BGe%zn(uB53i8sWWb#Gr8nBEUnSH0QOhqq} ze2Mozn>JK8y4!!(&uO|ZP8(jywsAW2Ln_^AurV@aPU5FtO*afJ^r_Jj&+rA5bVp`| zdoeOFypb$>z8`RZ4twXD=2T3HQ6r-hb*E~J;c>fFn(dz}vTxKKkkxqE>=?-2XHT6+ z9O2LC5oSk3lA49B%{EBi^KcTx0D!)>%Ni`O6$H77n;uld!%0tT&aa=8+Z!h z74fH%B?H#FLCK$x4w-_mjkURm_%umoa>LD!75`94{eDO;M)_j^Zjq-Mv3?U* zV8LQuASm@Nd_<7+UEX%!C7#ty-bA20!e95=5n{2)@nmXjY{QPHx6lNWzS@DIofKCi zeKjAi?pf2uTD})2#`po*)CKYVc5?5a2#$Uyd8I8yOWB^k<7b}un@jB-&T#Q;H`T2( zi&+ex1dqnTSsL=}^bUM?W2Lr#eeQNWuL0vJWZT6iLdY~|5dx-+%ruru@nbT9ycF#; zQz^J9j%ecsj2Ijx{^t4~>3kvJ!@WUC`UvwAwH68b$jGC4X?l*Fb;u#<3Nlct#{i|E z96eR!B844zQ9y=fO9yIi>1B zdbGW-ubP|1G?sD7Gegmw5ciL1)dFj@necIJ&9DODa=Typ+H|`xRPNWMDZN zPX@Kft2^16tGP08Iltnv3`7Yx7&Gle&&7wxXf*KF+blfix-&*&>9yJ)$lp&yyx+Pq zU6`LQBd=9ZO+|pj^q4H{2YW4JnoaTfsg`%k0fR=b+O_@g`7)-W;86XN>XaR{g7`mB z0N*0^2oup*l~mplz6l*`+ve-q>y`$Oj_oZgehc44pXn`IQ*z~X-6j-9obs0Al~^jf zHM+?v+GZGH=15M@YF;C9Fm9FV2M=mhHWlUSB+H$Z)My955#?hXy$Uj>J8|x{;>15W2K`E|0xCxVyppS~hl*rn0}LCEJ(}T3hf%sia?^)e8MW z`=v!wB#{_qbW!Bwl*H^h3QahgtXv}oa+e_EEVz|iqr#|MS$;3&0a0qCse}CZkV`Q_ z8wO8mBySrBH9EIL9Vxn_gM4lzxGR+#SP8Q4mf#pB)M?sQ9fHUE&<}stOU@Z|M8@kB-N&)3Y91enF0L z47x3qrKayl%-z&byk>I~Novww5wY`QnGkvVjG8X90Xg^Q%wY@Bayo-@f)>H zyR*3n2Z&-=s!@q}cq`($5tThYhQNq-x*xY5hvzxLheC{F^#bx#tW~9zkj6wpO3~gH zJf*{UtdbTRHN$AEY-O{>qH_De`epE}%@y`30a!fSSfLs`izEEaq2o-2e_ER=Dk6{I z@jts`Gu%!~{bs-g;=d1b_PXeYOGZPTfkLxjr4&(QFBRXPL%zsYMV?V~(Jfgo&4O{| zTiMu)FBhE8Jf3(sKXBp((6N;Wn9dxY1##5Nx(b$>KpCM>B!Qv7)!kb_Ww~w*fP^3tA`OBF zh=kg7%ARr+i-6#!8Np}kDDRp3-&t#B)|%m* z<&y1_``PvEXTN)Qr7PK)t;dqfE6705ArH%xwifdSs|FwD?HUA9oo-!E>zNa;p{m>X z%EwbX+hknxzB72a`h8Y~_G+};oy8groBItlvrU(c9!E4*K2m^(7T>lw#17JdA;AX@7F)eebKMDk}*ON zF;1QHVD`T(B*?!F*A6k`UEEuobs{hzBkDMq9 zL~k9Ky)%3$pt<*%n!n_sn$s5_ql$nRHLNWM-*R4_nLKpuSejKIkdgGis$YCRPtI%B z_mOc>8!nQcZH$oL9ZSPixsVm-EqV1D!8G=f7$33v7vvU_A6RIJ);6*q&C*Bv`mcAG zF%vXT+_IV&q?q~~$vRBu8iX!hdGVxWPdB_SrFeVbwp?y@iqgBdFbpIcB{Vbym%30u zB~XgpFkCwB^2Kt2!X|H`%Y=Nq3-vk|lk5oRUSF@(wb#=Y^7t_rL$$fRes=OXx@F&T zYHx#V{5eT@HT2MGr049n+WoGRwV1jk)mu}oTq?I5O16k}*=20J+Ow42-ASB* zD5){29h&XlVhztwsij%yuHPfHXuYkDD*-Fy!FGk7>CVwo4JRUBRS>=F)rgKZ4PednvKDl^ zI_w9m*HUZ~rAEbHdOVGTZHUA+;ZhTdc=%?g=+VM9k@6dP%1@LLH`D|)Lib?-Dv=fX zPXMiL`|;XrWOKPycX`t#`J2^42pjw>_^IF9sIo|@vCA4CMc*&UKs#W_afms?98A+c z&fo{JU&fBRLay2Oxb<%9CxW<d(MOTsy|8jAQ{p-UqAc>v}pxA#^9L9jy&3 zBiB9+UXNowZ1mi(bsegi`tqf??1Mprzfgje+mFd_>zRTnQ>AW}%2tCn1cth){k}}f zTaT_)zP0b7V~l-`T$-P2NOT>tE+L$=tLOnG&_TE;W;{-)pr+|R~GWJc`ece^9>6v!B9viR18K~Ackx`O;=Z7bu-G;8NEj1V9w7CxFdAL+uRJir0z#r6e1E0J{rCyWG zw0G+U+I^+++WNsRDJ&s-0l|HRn~X465_(H2qCSkAhMZlf*!J3`A!7JJ25uGH>Gm@L z#Cy$WvR88lr|F3BuhM1Sk$Xl-x>0hc{2IPyyU2|a zAfHgJT9%gelA3W=uuyV_qlX1%pk<3+`aqxRT z4EeLrFDRY!-yuxE6FU&n^#6w}@4rHG{s=4ht)%ha3GV;3;lB|8#Blwph5Y})7%m_T z>aWP3|1LfY`ZKEN?``7cy;gSEhC5QiC;+bH-g&qB>i~hgIGXWtbpi<{R zD*L}^{XYecK>7YGbspXglsYGDUKjLxxtikBlRn89G;lLG^5dBakR=|6RZI(yX(y~A z*?s?gc;5&l+1Lw>2B2RejHV7=_Tq>udeWqxbA~R7of>Yi@K-c`^dEis~q>RV9idm?GD zF=r*w@O|M`)3h=?0#(9RcV?B?nC7swBs6wAE!8nE6iRu$-#$V+XK0sz@^R!pRFL>b z$%4=G|6DB5uQCqjVu^lLX!tE~6ZJFD@qgsqzhjA@P&DL!NfZyn5}|&NC0ccLbyFEE z+t6}Nh8fex?LT_e7S<6bLy8w+Bg(>j0m63$iu=*<)s|@O5{xRs zhi5ZH;o6l-ZYM~L_ZS#oL&Iq)zfY)=U^2*KPFLwB_O2a}j9_}DX?P9?HR)PfCoy68 zP8ltn1e3&c3<_QcF&LXMG~IRB7H;Ae zlq!q+$;w@wgPw$|Vf?ReqdQH!-qXh)2gK`@$Fq9k(C3Y9ALV{YTRBV6CMZu*#;sTs z8G4MR_*NQYZtv@9J@&@b9CnzW)vj>z8C~?1glJY=qI-C~B#-gwgufrK6RCPJ1Ua51 zjtCOsQ5?w7P8TWvxKuCu)iv(%8?XCsm$2)@doG~8o(XkaX29B?av*8GLqaZgNyg7C z_Hqfs1v>_;YdtuqhFiV#FIk;$W@Tilz!)y^IfX2bW&&zsBVs5_?#WtCkF2+TC{m5#I=#wHb|)apOXG5= zMtHTnI1Sx&13TNZi-Jx#7i>u3U+>}-dMw<5F`TH@bV{&bncK3Z`u|htXUv{qFyKj2&VdZxUIvn*>+N%)k{JSv|0|)EL zO+v}x^0eIpCvP{qn|cm1deibGtXXJ&zvtw^ zi4dtL@zc8C^%H~Q?<2&U7gGe~$2oKhcB)0^yvx1wG5N2Ea0gtpXu7j)7u8L&J@fga zF|o34Lf_l4<0zq^)Sjeg``4LWFW?LevbalVA z%3+9MrEKM9#B5DU&D~K~xAnG~TTh=9#FCwS>7wiYC}1a8s3BfEBTei}iC?7n6zYJ=shvepfOfS2D+Y974ScNyg$f zKE}>AKKIr>bKnK(itDDs&<%EmHa@J_{j|E?I}(hyX%X->=dZXOb(jU2Pvp~8w@S<8 zc1!)Y1i7|@g@!M*xKef$Y<3X8*dGbD3>EB?$d5%jD#81u_!Auab|a@qB;KAmowm7T zlziOvyLl(0Dsk69Zo@*i`bDb)84K=QlQw5TfByQjQOqV1SR)EhnU;i_Ze5oMmb1 zhh8NMD`vbHXo$c$-IB;&@yNHfgWM>+@|V-NZ{2y_*jS;*Uty38son$z(cnRfA~bBg;E%^7_8? zq_^hw_4lM}K#vo75p=6B9H(ZDy#nzM(md+4R`+sLLqsDT-i);|T-{|Io4jNN1Wf2ah_5b-VNos4Lj(2e^p zRa`r@mra7^nF)MM2+mxCGn+%%L5xClnPwFbbS5F}BvuFe&GYfqDT4Gjr(*<%VOWI6&mP>v7zq8$8yFy`+qh^wCLL}ifSSu;3 z@2!zoYoVoor;KML<2i}qrE+$iq=F0y@k6Gd5tdudB;p~2VioMRcU7X@f|cYHK2x#x zGRgV3S>PvURr7VSUYvFL@@KhWpjEamL#i4 zv(2-U=J#Aa`r-6bL|Dg<;i%q{7FT|YcT2kHS>WaU=chO=$7|OL>l=}tQdI>)wz3hT zH)a}rgtaDzpT-#Mavav0N}Vmq_Yn|eQ*q$bnhpjfKgr9hL(8weWmlZB;}R}f=TIo@ z+#ii=hlDdrM3^7qYp61+;t!#mY2H7peWwaly5|`bX!oRtO}u%}ncAb{H?MY7O*Z*pSvS1O9?LX@d1zWMt0-y{LEG^vS@-eS~^6&te}$X&~Cff9vDeOyE~_c_pd&d7`Q;erL{_xtU(7)7Zpn&`9}R z3tLwTzTAh*E9P2skFCC!upMSjX50Cy>c#b|j8Es}B}~B~?2@U^ioV(A)HO8^&&m}l z9_WZC#oeop_9)vYevC1oN7X zYCK8N>4vNAv0EL9*=GLlO*NDo%CoOlpjKpW>tiau*MaaAHGVgXQ!@9jG|A7h`Jm-D zt2UU$meFoMzhe+#UBt7Z&2q~&D=;tg-Mv9uC7SH6i1K(lP4n1dd;;=~p{@@j4?nB; zc4rOzAg z-rnDBhZ4*iMNpGX?d%EbiS<8E!yBy_vStL zIJ2RG>xVPA*zQ)gqVbM$JT5Kw63?L*0>Pft=D5)xWXC9LvzFIh#>2dYUT8UdTC&eBW<&LI@-a(zP zeTcuQ4UrD^%laD|L~hTNf9QX>=GlV3$=q&VrXzi7&#o)A-|G%3-jMol#& z_mG=e^}Qy`AgIWhV_&^7#$zAhK)g&pbgCvI?pbkmdKWVLA`&PcEb&>AhW&<7ddOeD z{FsW=+7);)F~XPYM|}GtU$Ly1^KE(}7y2Zf`b_~U8-~MEHQMMHZS0}j58c8i)wSk1 z2=G`Y?3TImGl~j=%HI{)JuNt$ZX3Gh)#J_DcD1oqaHCZXUoc?9zzJ0wdRO#rSbPlY z`%s?Z7-zrB#2$+c5w3d}qIeh_)7WpqSeDr_x-r*uFc{te;qIH_-o;*5w(6FCOk?li z+(Uc#YqzdrkcId_if@P&beAf}-;7PuZ@}p?p}vr{Bj)mUDhSiOKBKtaz&P8_rq%+Q z!i+6#`sAIZ==~%fZ84>5a$7TY*6Ts;_FosYXC^)09d{K`a1jM&muTdf(#I1`BeZ)gHZ`6H zYH?l;fLwLNi^b8L)Rzp9s-wVK49poA>#Kf!-%MIrwKIJ;N)_+Yrf)9=HJf9`zjBb{ zvo9LaR)~~3TS_mEnOi$CKlNN3<`F*Le1)1CbF`;BG@3t}&*Pxtj;(t%7~+?smftby zd2p{P|8xdcfe_KyzH)^Z%f{J_XQ2U)(b*o~7=GnWkI8e&aGOt$GV0&j^cE_%)56)= zTPu05-NKH-)c){@gZKiL%xt}Qg+g$iV2b`yiEBIWZEP%YoQt6CE4H)uf$e-QG znPH#1fRD_Q;m9Yv@cE|d<-uyT$9gOu514p>&yR8KO+-ZP%5^HF`L#fHSNO#rXA?;w-VmLhPfLq z;^y~-m8_qz!wRXysE-dlKV9AvqIMP9i)nb~L^Sj@btI-Jt?pC4UUlWM_lR2U{xo*c z%K}N)o%wy?RKxIU`&!R&_hE;kx>D?oYi>N$)3=-ndoih%oh;1{aOl_PH!0~m15h#-5&Xa2h$B438QjvNbr>2#C)Q+6>_i_Z8p>k8!kEcvc0Bz z>2mz38&7(Qd{;mzJo8Oa=2$qsqfC*ul5!$tO|J@iGF znaH3RBmB3T$wh>#^A|o)0@wy-D#MBL)TvZEPh51sVk*83TMvs|U4i zhd~q^TJZ^|o$cD1iE)GLdbJbr6ByV_F9+4W^i7Pt&bru4<-GdV=qjc=+`9CV=E6v# zsnLS?TFDK*I0C7QB0AgE&6%{WP9j>})w!~I5?dq&#*0bc(|CB^^FE_*6BOa|NQqdl zVF>j&5jtxAuzNq*O*b?n&=waDx2t~BEr`7d_}UyVD@9^YlPOsTpJ3iA9Tyr=jHYSH zB8i1-XgwxoIDNPQ%lx+BQCchgnr1IezNyQWht8x*p=CcQdCQi=J@W9f;`hY-HA`eH z+e>I{sa9g(Qr09Rwbn&pObPbgltdh}q;Bc&CnT~( z6^42(@%cjjLrN1~%eDKHBWb`bEbV&I^%Jl4Yt>loYWcLU^wTOGS>dgRavV4}GN_gN z*ynQj zu70smSDlPxGVQG)NOnJN$n$=&2a7O{lzzLKAn@ggOM3w<^}XrK#J-Z-TQm0BRB;9Ykol zXxRB0ttEr9A#0aCtK`i@#7>T#fJVx!vD4VResfr97mI$OJou*CbIP4lNpR?aTrd zX)$+}K7>V87L7{jFc#Hw{NnrS^+a)>_00=dgX#QOO-4Tc_$={DHn>3?g&}KJREv`Z5Y`Uh?l`yzcsA9VI zwCT*!ZiRzE;o1*^ikBjorePOLW>4srS_hOPIv>HcEC-M-A)WDNP%JTghUY1T550F3 zs9(pt_*A-OAH7N#A>a9#bVxFYiml{gmc&LB?{WxtK0^%Y{fVuO6m9uy)ef1hFM)7R z)r_@wDjr8Sl&LJW&`(ac2KPHH@4Fu!i+n7@Zr7r3xYs?78oX#_lISWwnWiT`^rhtH zp3Zun`GD%{8Ht>$l#HA&$#gLu$0+CY^L5Hum#Yy}Fe_@>XU~$+-I5AL)Z4p5Gq#h=LY1b>OY@VJXkVW&(X9y_71>Ix$1QiCxR&#-OmS? zgnx>CEJL+|8`?mMPm7V|Kje4qDy%^TQA77RV3frcLLb1?r%uV1!{GfDey7nQlm;71 zc>5&$`}GbdUamYx+1aJ9A&pO>R4*S3(CmC5=wGy>ReS0XojH-ms7xu2EPOv_u>Bqn zMdqeJINYYL@XD~W#}UZ&EfzspnBa54iktWlFl%Q{^J;bl6r(70j^u7ZgS! z@!i-6*V+eM+YBvC=SIf*UfV?1H-!>6^%}{vL@mI=eP0bu%Mz$O)T|E~@Xfl)xXEcC z>XTq_QTqCBjpGzIBtfM#|Mg){a9Kr7p~oQE;@#F6;*pX)O80BygGIA0H~ab#KcbHU zi=3&Ng{xQFGC!6y*KQtM)39YKHt<*zsysU8J~`OlHyz5}B~G(E9&^n%GIFthr3d$h9h>gCXni8C@d33ryiW_`>beye21Cd1X1%Tcf9IhB< z?|#6a;(JIW@Zp_A{VtLG-3pPg%CiOj@fnAfrUc?Nr}Uxd`>ts-dG5By4ZTdQ3N`-M8&8X*)5H{XbeAien1?qs8e3)p?|Z`Cj9DJ!fx=5^^LE}@`(bSviv{D z>h(*aTSp^}SSJxKNi(nzp(F{UfwSv%B7wQk#>bw-ei(m0P>c_&_}$G zT$j?5^3kglWn$1|F5Z#8BrkoC?;GUXpKfJZwG;bElX;eUOFFQcO~1mIfSL0Z?>*75 z4WO0O!HrAAS-O^_(UNw|24RIO(w9WSY^r>R?^7G>^sAiEEjl{P%ct|)485}@JzMRY zEcssfDDE!lgfw%hWa?c!Nwyxv!;}rS;PwoTdOGVMSsNeak66u*y7mrtaK%!xvkchl zNfREu(a?Mj>n}yJ-tN>=XNC?lhTwnf$sMh9TbM!faz=5fla0*2YdtC8obJK%zU!;I z7ITTT*ge#|d1CF^S^}}iTH(4p#lnuIwA!Sx*+|t&KG(bDWJTBHs}3;D8b`O)mE;u~ zw-98h6?`JR&fx6xTm{#Cm%OpVrKE-$vCY}p$3C?Auk1`KRn7YnLL?G}b(8s|f@yF$ zlJVcUvAs5f&~#eWaHm9leS{USb|!M;vn%@xZfz260%sVF^u1SGtYRw$%s1z*1@V^e zs{-1jX+mb#@_x|@QY@RYR5LEjsEvs}-hjwYnbXZ>E6hLL+kdt0@+#w%PYMo#62}ZXA9p#9wE;+gHY=9)?}fbar4i+tDpIJ$p~siKt{P z@N{NxRUoIry)o%RvX4_$+pBXP^Ke=CpBd>!#8&cSGu{_ZgkA{AfYspHG~dz8XmP$+9mzE z%Y3cC`U$5wMCUqflR3Y&{nL!HuAlNY*pm89oeW*iRKsG$mr52>2ixcb9OQeYz4Q&- zhBw3J7aAT{@HtuHmzi)flb37kJie1gZ~Za7Jc`&(kIr^dijet}+zo4rkmZpWhi~Ec zbjnYKt<1V#Kl!%k@hw1}FzF42JBNo|%PtEG=5-OVsqbd`@Qzn4_*Z-NeFNb7Eb2<%ta9NBOXzuz_U0Z=$;5OSMyUc?0 zW9pynaha0xNF4ih`{`fuFn!4JdxS-Ac9)JJR#DVd|-~_YH$0%D$*qw}GtadbHIA+xeD7&KUw_LOD0BCZ^AN z6f2Z7z8)r@Jp3-hGD&rCt0Jib1OMBcMI&~=hUiELeeS2xmDuc0a)Q2@VfXmD^`0>t zj*dT6;kwse?E`tHJ=3hdUQ2r$wgQ7HofVuG5U>a66kq3;_#I_6^@mJ_>3nN5`#tGJ{D2gD!6IlZ=#uyOc3$@<*4#v9j*>}^Sh^B zx47{KS7IV_p1uecMbjBNGoO|7kz z^{woL4@EcA`-7?5auo;!AiMppJfk{Sdz6a|9=nLmDx_Y=egg+RFZAaGtJ z5L#ewWU0mgfxx+;2oxFu!{-sxw~;h5H8ug-A<-xxeGwW8jP|eb?^qdI7%_1Ddin=q zoJ2*fofx#akVrT;FA|Di;DYhOxPcTqK->@nhUDc&!+_*RKNI1=xgkhi2oeZ1_!$}n z1d72@BxpqF>nhBSX}G#>rpd6Jq!8{+$0OhJoM(;5QZPd-w0k z>f12z+V7g*WZ4nWI&tH;(1f`U9sM#iRg_O{LpY|kSKVPyFe!9Wfbd>(ZM?VtI95WKn!Fa{tE&|g7943K}0G6GTt0lA-k z58MHgJ;8Z@%a{ZQQcC?j%un?Fom=Ryd`1j^r6dCW{qICkyuZQ!hW?p#N&BzifaoF! z(BZf7QLx|V{;T0{E&k4}^eZ#gzY`-d{I#-wWm@`uga2h@(!cU3{kFP)3RMCY_*a<9 ze+pHC{h8uM_m!;GGu|tH`@()PolM0LbSbH5_VX}}oqKQjFp4gky`yeN2T#-%2QVv9 zF}TmyY|=i~=)Wdlj%AeWp(u2L|7wm8Dnec+jXnAd?HHR*)KGueiq%e_GM~k%5NGZF5Sw(I{W9vlRLnQVv71Pn+f{d~ zKE04GGHSBlyxyYwo>)P*`XX&#V|q%{6B>g3MBCut{DTwBXs5h&uzdSJi5mQiFMl#5 z@9)uq|Cyh~tqiRn{bawtxRy)u-_q@oJ|JHJ9=8Jm`F_chbD5HUQOO@d=eM+U|Bh}# z@%|K-|A~m;NZvn!o8~lJoydlxek8{Awj-lwD@b^6$TPQdT%sk2h#he%%-qpuq6wmKRO!oERRwh{XmtGoXz7TOwtYUl^X~Ae2k2J+M?b~aQ z=1eCrMSW7*fANVU!STna$lmc@NUiJoVPcEW{%gB?#dk39A(u&t@@vPAs=k~m;k^;U zFc4e*dPzSgmbm9SCLyuqXnHPf^=i9U5!MyQT&dg#PoJKc3MjbI@d}mkC&|>maKp&N z98oK%F&r#<%3A47o;c%2o^`0t>KG zFZ6_(xA=c;l8@rL=$n8kSjp|-Dq7jed%gZ5M&$0M!woaV66~-_%p(s2&JUM-)iL6m z<^n@+1P;W!z2W67!mx_V&`5~sd<91HeA;+D?ZM8s$JC7V{#p}+&ryM=VYjcOD6@3B zdt4xSs1^CZzr4Cd*rvwQ_)F~CrqohDNy^rCVDV7*WvzrRG32t(I?pwS?ZaL90Vfd~ zciu$QW2=jcy+-#VZWuQ|$VA>2MHSFm@C!eWqHZwDZQu_vg7TBL zY#1?b&qsB83J9~VaF ziM`AQ!}R&q+1jwCX%8|d;(0H=oE^gII54o{ zG7y%qGrvS{@}Ue9Hq(_CI{kD`BDYt-_Qux{Uj+3>mmS6zyONDB)k5^S{5K)GH{v2V zvRZUHKI*{T(rawnp4qm2G+>7KlH|4&=I7ND&v_QsnjFWJjTK4M3F+9fO7Ifme5`y- zhwsnpe_^d&Lf4!;;Z6NB#({;*tdD{NcN$1T^a*o{C~qkA_(Lr2ieBegM^iah&hohC z1o(W>A-`5xMvNbAAmqzO%uLJ-(tUz9Ob%?5XPUV$%9(75vqgTCHO&BO| zx?>&pqdt=U_{vshUfi~(ar0`QTBMZ7ccI8bITu>wH);=gtOpsNoAk{v6>l__vY{$o z`IEMm#=={}7F{lwFgDs>!_s+iFN@@R775m1THHLN%=T@SVBWzL&183#XM~TkF?;nG zW$59`h(?vfZ<8i0RE@KrH*cvf9;xzu34Sb`mLS70u=EY{RjC!fuq=;Egk^j)cbKDh zbN9M%-H+;nwNcy;dn>gijng#QLNKStD;>2k)^2K#?P#VSM|qDA)ibl_P;!WN)&xD` zAH|x4-*zj9{f6%o4s&;9@-d8p|=n(t5}$?X9@M#KAggA zbMY$0_A_D>OmcENd9pe1&GzPWvYXsNmBKR%cS#RPCz}fGvlVQsQGQ1G z5Lt_a*jV0)x_+*wt4zyseU9_mVnaYNNs_a9`W!(gVy**~1?9$QtBUFm<6PEDj_qw$ z6*>_N_k2EGNR;l8C#$=Umv$+L#pITqS``O?E_ivZ*n{iYF~&;b@1Y7LNSsfA+p=}j zs)CL-H|Ap1tdy>cT4!`W{Qvc3KMhnwQCTZR~mgo1jYBBT@Dr$M|Q3kwicH)@taIOj>;X< zGLLcS;MW&2?bMLv0zP$vsXZYaz`4qE16#Itt?f*>pu+BRo*UOUT zI^I8HtacNB^lIU3L8!_x#lev^XFa%ZWW|J)b}g7Ul&ATasRQX+Oqka@n=zZw`Gro= zmMpnGGkthjmgU29wEcbYfQUBP1SF&Rs~wh^xwPQ~X6wG-^!!*EmJiVVsN*Zw8!GxM z7Go*}jOEg3^Xweij6TsEdGfrs z1|QwhGEru5Caw1w3L8|fOt>NmaDr7dR3d@W-NmXyspT9lp=3rpa0PX2B8%J7?lr?N zZi^FKzi3TEO-IdUmYcOZ7M!IcBDNQ&Zk%O{>d@;ECEA`ei|U=#y6b&ZtmJxM^Uc{< zpQvJatM~Ht=(5-ksSU~>2lwC=HrhIp6>LDT)eCM)Y~C_3$5)w;$Z_XG7|U& z%DHCv-lOca;(4o|L(#qI>?NUU%OSQMURtWq5)Lz-A_}HD6_v_Vi6YLFKHSm^)mbK{ zrk9*}RGaDXI&y9#ya~`Xfb&toM-m;CAKrOW`+SFNsU?i%!J)^NV%Fj)Gwyj4}5lPU2X~_c?g|;8EBwNI%-y=H}#w^wYTH$ z6OUKorlg?gE+^N{9$+HxSP9Z1u#ot`aqDWkLVPHkHd|QdT8c8ai9XZlB(^8t0$HG-$v=(wZVOp!ce;Tjn&Zij|TJYUBegR-jyHA!=V zgYIhX9McUcsjHV(4?NCW45HMK)?W(rkkPtn8UE?ky9cC%O7EB@ZJ1B0S$45UZ|JDT zw_ltNRhi3o>`b|R>hrjA&o=5a_BNHyGCX=rnmK&9t*f1R$8&#DQ^oY!(wAzrE4a|^ z>pvEQGu5d%aX-T{rYfv-e>As!8rmuDUbW}0)!#o2t#E(&I6RIs-A%iu#%cBRdiCab z|5u*6BMTRKm#LDIbTSMfGbcq)T6Y<3hIpAU=8~p|QBs%O6-6uj-~<<;{Y8J)8I4^yzrGE@DD0#=Sc1~68 zy(DTjuPfZ0DM+94NPil7hdO;!K0PCuOh8z8p5yG^VMJj6(*n=Ai~T}6h1TD9yeEiU z6tw)^B2(oOOi`5e&$pn#WgKQjfj4y(i#QeKifqRU858u^DfGx5JyWj3k;6HW;y9_v zmL$&b440G7ln)nW(##S(U7D;gwi%`*_2XOoAyX$K41MKYy%@3hv~KtAk+)d4n0B#& zGn{m7eR*|pP0O)AG!ezQszHihUQxz9q(zB9>DCo)R+>}6J92Uom-n5sC-cn*Ze{8y z8dPW!7|(v!>|jZ|LyF@guTM?@?R`5U_5_jDEN~)xQv))#wvRKY5W@b%&(A={Hs{(k z{`BTJQsr2IuE+xln-J3{etAb>8PS6S+@`N&O-0G3L{&$M9982|=Y&X9^{d7Pvl_qj z4x<*$+wx#A;J5z8eRdZWL9LsuqS_M54H{Kb_aY9REzQOylcoaNs!xz*TvO}V+gXA4 zw>X*H8J&CxSaD*FH!R~8@S6iPpUN|jtl99Vc}yv(WtA^8l`e9}6@|vx$9%p@&%dV3 z;(kwAAk#vFW}A{Q=i_F=4VjR8r?rvPGH=(69C>mS$2B_>tyK@)8%XAr$Dehy*EsGy z7|Yz=ivC2%osga0^-NL5{rk?Kq+kHGZu$1KG)pODDHP4eCu+tPE#;?jGcxGySLL|P zsB8me

;{cXxR+cQAJQIKd~)>LD0pKsLZ=LJ_|5sjBOL~A4(BK_h)WTgLx zM<=PXubgEZj@%R7!^tCbqyq-0uVzeA8Gqx5Bdv>~k|--`+^3U6s6JA^YMxe^-*|Vp zZw7%6dmk6Bt!rA(j6&TXwa?h7S=o7UqlvkqM$%Lzs#$A|H4E49Lw9s9KC)J6^H?JQ zHI8>ml2OKSC!@)ZfbIb7w)b>!w(@bH3WC`V)2L_H{!W$2~m*C#YuY@_Xn9i@+{D z0|8;?2QG@a=^bXqdO-r}c9$D23@hP&X&iHK3^?PSrqUv6Qfj z8+iMXy^Nx7A&D#v${BMs@RG;9_`WnghOf}}J#XTY8S6!zioG6( z8QSWYEDz4GUrjDGd6Ci&R#GgOiYY!F`@uT$lus1w@PeU!%hCS7IrM+|^Fa=M zQEQ7w|90mC&Zz$@-h3328-jwMQHcM>nGg8ge)`M)$CVF911|$G7=jP*Aj_z~|$GLIGbs@Es|TwH^XH=ga?GOP27gOH{x<^t!I%FlbNTPSzyE}ezdVNj zZ+r5A7Y!u(H(xjKT`b@r|I2&+(^dYrd-|u}9rEwjkKbxU0Pvsxq0xN*dJg%$-T!3z z2c8RlN8)eagZ?LPBouZ2>svEl-Yd=P&Ov-@^wD>FCn@i0kT;0^P^cn)(`JH=@TVrO zb%z*o?S$1^Z@KHSkUbbMvMjxLw#G90Cg1_>oJ|rXD+xbcslFnilysf)$lQolb8w}_ z(C9af1P=pE+ z>_310g7NY~`GA+jKVV2S5(P~82MmQo0EH?3gz-UOFo3ClZwKK8UipA6`~d@ih;!pX zAV3+6bM1gWKs|~-`vNfVyu7?92=J2g`y9aE`G6uP=U~7r=i32%0NNV_j{Nyv_{Vq< zI2v_+Ef56cXXTkc+aZ1l@^df*8hEEX2ScIHuMc?e1Ww{yJ0u`FK`=N3+ztsjhg0D7 z6b-xuo*NIvi#QL1qIu7s5ibIGtvEj~0uBs$ZagUZ*PF>7djmf7{+R~i9E=yVU!X7V zd7MJgP}q6gL-}Bkb9BWEMZ>{oi3S!8nim1oOF6$5)IW@e2BbBp9f%j8Xuh9{`p>=b zL4cGF=V1V$f?!Y(jYIhmpfiW^!2!Mb=Xk&~IUI}^1W=&n&vsBgfT=++8fWQLH3jy;M3<3qO1p)!dHJ}|xz5rAY z-Y*0O-UkHn4|AYEXAXlPLG%KH@PX(L20?@A56TM%og0J?38DiiP%`HHc|ai`K8HbJ zAfACip@{P|4uisfzRCXl`AbIuefdDRhay4x4F&~-@%g?0BZ1BwiU!lcPoa3eFTkuI z7=jllgmrFx00Ke#fB|;!`F3zXVV;Kp8wQVu0Ld#r)AE9F00TOM#zO$*q0X-l1qb5= z`7;C0&!4~X3`2u-JPe4>0pSn!4>Sbl1rphu8xM}+1FZ!Pg@a*mFulORwg3>Jga+Xc zxPO3Q2(Zk71J@nU`uM>70S6o-=i4EmKpn4hdjrf85HBDAW(BoFfaN3t4$=!Sz<2}E z0RjO5(G>#y5A*)R`6B+|e31~4J_qh`$bXmvOwUMO@S2e*kdA^O5n$Pggz$m*2nhr8 z77_~PeIy*LD}b$m&K!y01Hk~>2RtvJ(9fR{5)HDYU`RgjT2N>pg6$j~px|KoL;Zui zM*%_y)EB7b27>*nZuoPOzxfh{{q#4Sp99!12nIwcf?#MM57)WA zK)@r22LV$6bVh)P0Kxd6U>fIxLcnt%|DoMK?2QkG0^yktY}>*B_66}T;D-U>3NUj( zIN(E}&hHn{G9Vof2QFOTeei+g8gN|z=@~ene$Ue>oEOLqbq@DHJCJ<^M4tk+EB`zr zK+S;m0cZvAS|BixT>@wspy1;9@lYU|1lob|0;qHFTKK?gfq-pbIAH6YKMyzr00Q3vl2f3OZlF>2Y3`0PVoE0bD>p zI0aJHo#z=iV2YmCGjPBg3hE03qHxdS9tN}o!4P~P+JJ%WKfq%684Ud=9l+2q@Ohv> zHZ>fueL#2tP!FOFfcZgd0SE!y7p$Y;08&9~0aPOhFF;r%XdiF{5Y~KdZwSD6JP!kG zGZ1Y6?r0EB;e2480c zC@{|;z_utH=nBFqf)C6yNFcoa{2WL?c%Fv=;sCThz@!G95fTRGH^9~djRypdgK&UE zfcXuu9l`VRf$lhPB;X)Azh=NT1JMTH;sN0l#ft>(0}Tj-^W&ia0tCT+eSGjIzX3KE z2&X6{SQZ2J8VCn~ss+yr*3)nl8Z5`rz%tIS5AeBx@Q3CF(-j&GmP2R+7^i?c40M)& ze+|TMXcQj^2f(p`*8;v*zyVhpXgod`=>7rcgM#S_@VSBe0+;slcmYHK9m{*{EK#(9?9s#(tK<5iVfn*M#wLo_q1YqZ!=X1bS z0J5JEfXNCvU%>VOtq-t~!0iBo<2?QV8|gfq0xAl89)S1*w*v$@Xgsj(h=2h`;rVue z-2^&wz-|Jq4{&&b_6E2BKx=`)K=(^vUXX2p0BouA{EGnWArM^wsvA590_5ZQ`HTa? zGaT^BoZl~iX3&0t&*DIML4w~z0Iw8C*CJ71|2V*@AbAC-K@j}`ng=9@00|4CA;2pD z;sq4oK0Ut=6rj7$;}i{io_GG-0Pi12t^u9`knb9}PJ_;kj}PGfb2#PW16K1V40tkx zp0}w180x&71RTxi^Y=>#FK}lEjmL*PZ`(p3yrBE}Pib}j&IG(7g5LcA*dKQ=ds}_r zi$z;};9EdtQx~IOZ?il~*4Fk6zetDy_!RNiw}Qa3e!b+{+3VZd|9Zy-Mglx9_&0Bg I%S+(@A0B_u^8f$< literal 142829 zcmb?@1ymf%ws!Df!Gi_{_ZbEq+$FdMcXxMpcMTp05+D#fxO;F3L4vz`@PBgddGDUL z)_>nx_ntRURPADSSADg2?e4DWuc#HpB$&ZKb`Vy@{)_DYSJJYfD2A6a&B( zs{LQxvb47oGjxG=UW|v8g_Vg-ugJO*Wk^rzn zPhjt40`0u^?_*eWQ9#P3#x4MDZZMDoz{SB0WCwF|LjYhdFo27b8wlovN>C+Xz;C1c z9fT13+rZZ&7~#0nk~vxHvfTfIv3Tc1%qy?SRJiwjfJ8kg23E(7HH&wB4{Y+-L>=ma#kw>P&j{Raw57sKC1a~5=UHg)3Hc;~_; zqNyYd{YcYT*zlX${R<1R{srM*9PvMNF(|^{nAq6<%gNYS+5f0u|M&guFD7!eu(36? zvom+HcXa?6S=w9L8k(Exo7x(gn*0k`Y=42p{!hb6SlYNiCk9Bu20DGkOpWbLOi@6x zrgr8o7633CH-ue40O0HbjXbs}9@$5}x>cKB6Suq{qkQxXX4bio*@56Zh+0$V1hJ-3WD-d-!< z+>Tq!rl?AvT`%ejJPaVQ(I2ICxIS}j&H0x>5YnIHnzx>xH%{zs{BIZY1RqX$o$oK6 z9~1P?hn8n-dXDU$pVkz}o=(>U1rGg$$_;38W=41Oi}MRd{IB$%Mvkf~;uW6Uo>$2H z-5Hv$T+7*^ zH#48KDL&rRBa_^mF`Bf2`Um?4w_MvNUb62y`%gC)qK{ioC$}e??!)$*{!gt>Vfri2 zsvR5McQ+4@E9PwB;}>^Xg2_+4_b0%Pj<)3en;q3nd(})c!Im-u+moDme|C2>Vja>7 z^aDWq5^oCG{0xdn3q$tS$=?hS4o)89&Yx8=%EZAZ;C*fk){A?={d>}YE}shd_N znpX1s8X6z!bvLSvgqFkJ63cjh_Sc*Jlrqgg9|n_;G=IK!9C%1z|CRKxd~ooTB&a8# zt$w#;iRD0rP0gfN^3yISLa`dfu=txKQ#8y`$&ctrdWs!38xn;|6+g!k*$ z>P3&>bDsa>LA>D8>4m-j^SJ+`e#g`O^ZotN04T4+XL7{ys3gzMbF1}6bbun{bfkIz z>1o=E=x5)fg1i0M9D6d)(vjVZIUMc@`l>e`qTK$!BrYQJxrnmg78 zffnpPKxU%w*j)oi*5SjMTGEseRF71I>l+H3GNcOH*&94~j>cNGu{$&~6)LfZ8`S}; zjc0TLr5~;+vaA~kc?X@jpgdEi9wmx0`v}*7TXJM*k`Ew$jyrt z)PpWxs$ozq$Jm+Hx(z$a;qTaIu)R8Y_$KI|YFrf%MCSlKU*wVIyzgKi*k^U6uxwJ| z3Q=0?q+DS-(Cg8!`_^P8ck~q;ojLFm)+p!u&-w^{Y68$+DQKRS(RZ+P$q*_d@pTp8 zf9#yoc_82AY;g{B^P?|{HnwujA5BIf?=OoTb%iJljrND}#JP6=wC&V3Iw+r?Hc3Jm z!%o*0(?6R+x|?q9JQR#;F~uc{YB(KAw^d^WTP-rvAgzRpMk*%Vplk09jcSboS#no_ z>am(^l3PPnIYcprcYP@;S!?;$Z<_|cDKUQDxV7QPs`5R_>Q49U@Bc18ha+}qAe_+c z0+%TCl8+B&$>2?yCQ#C2U_c%Q;t=5y=iDT$njf@caXr86gsQ{xQ`Y_T%UHox;iH6W zvDFZP!B8I+V zZP+7k#;e^e1r?j;{SxLu^BC9^>|_rrSZ^p3F}F4n824?u+By<%|nt{EjbA*EGU04j!ZxmR>7xqaxbbotFAqncAp-U7`*ae5$?d46zM!{N%G{dMGyz zLy1R+4?O?4I*rT|7ss0>?4R4JknoyZAWXDx7+w7k5R8FKc73|&t7We(;XWVEiLU!T z0Tb|@+rb9C6*ROQbBZ(J8%k<`43{{9QHIMIOmX+jchXD{n9c%fuqyc z8y@}7mIzRqWX-k3BxU+_hOH$!#Kg$ zk$}F!GU)MhC$f$JSUZ`?bycx0^yg*W#-gsf5YHOrO9W=U?);qfNVGN!3%P)t0-U8l z`D&8P3A_ljEa%Mtoh-8nv^0SE_7|V}BRH0lQ;?&9JD72>dLA=TQ1m*_yOpK3QnXdT z&v3u-27KTr2r1>srrxiaoL@2$DqrK3FJ3d?Am0M znilE|J%Q`JyR5GY0*aY(fnFC5u&OpW+Ct@n0;5Hs19Gavy)IV+Zwqy^23kg@+H4a zl4C@n_!w)RRFI3jVzOQYJ}$zFP$EbA#=|Sb2ruf!UQ}}JQuTGZkEfpKKa{O~7Mn_? zeca?LNg(OU1jw@;0M4W_3S8?CKR>J8oOLX9+E~ zcI4>g3YBDb((xRdnKkEjB8;a7Nfk;|BNt&=_s3rEnF)Vf=nVISbkf*Nj-xH$<07|K zh?($J{8(9fw>qG39F7#lbLHbu3p`luDA6TNx2_nXn>7KDyp|2Q$fg)Z^b?J`57$pf zG>FU(T}2kiXTx>O5j-wVZhG7b&N=R*NPEt$bH6hyF-dk?0LgK`)v$}^gvTG9dfm!) ze61~zs$JFAwr5hJIoiK`xM_}OBP)|N_j4!xbBz{ZTb-tLa@7xwIAd2=mXoi@z{C$7t*MvR-d_a6Sd?vUrvCI9+s+IWVgbM2;bFO>eUuh(l&vI?A3 zCp$uZqB}lce(p~A$jQ+c`@E!jR91P}zbh`Q{XDx_fI3OMh^8h-BW~;bCXNA*!_wTT z1Q#nWGi7>VtcxS)-SpwMfiD$yPFm z6FD6m#v1*V#=Jl8{g+y_#hv{@7>!X5w*d;VUru}{qsz*)j@#V0$^`1^)R-j{@ha_R zs2Xlc&t^c1Y>RgyqmBn`97{YrR_j@SLD_kDi4xgV<{X_YqFs`unXPwfPw^Q3JWB^8 zAp8(*DV}J*kzDgGJuu6lzMot`iK!mJ-H6=?L=MgeZfMw7>>RvBon$-TJl=r#j7OA)6Q!qN zmtHX>tkJGHE~-|M4$pvDns9!Go+-zsK{VsBoX+=Wo#`C!ERO)EBqwOnZ&pD))r{Z`mSZwAI* zwfjn+Q+^Lh!h8;TmOn%ei2-H^%4VYp6P1&9oNU+-RxoMt;kQ8=?vcN1GhM_R2x9Fp zlSFDqfC%xU42Ci8zEI@0wl5E9o^#l}Sm*1;eH!iAJm@^r0yFMaM}jlG@< zX=JtY0OgRaH|blu15c_Z*YW=;XfC{is+6rI&X}iuQS>iVCf@zdfLw50o2PcLY!n0 z@$crApoD;j%L2!`Fkc}kV zbSpc7l~apj&eZD|Lux@sH*M}A`yMM(eRaE(6Xf*y9q&d2mLdXCsxM&=?7T?`(I|V_ zuYKA0(&}>`O|&=Cck~1F^3>2D;L}}VXiIss9TcSQDaTt*(K@|IIDKF~r5CeqSrd($ zI$jwHkRMvb#qDG^f5ja@P+z=B`3#c%;YEH?^vePO!t<~ZyudH~n+kfNYsE7Gl z$DZ)Y-SHh_#2Y|-6y#Em=?AJ_)OYn8AzHx3bSs$=ObUztFe-vYz-X>XRXT)kDNSOP zm`SVqVCLpX0sTNKv%f$e#|rFlG9}aU!pdEixaGz+Gos4E z$FT6X=b-8EyJDc%diRp|dbiJNBx>1BFT$+%dJxa~Kk|KkN8vY~>p{@G$@ZcbVcBba zm~H)>zC$=$bkn*wR`pJNNv`O5hD|(7x=llzVP-|GSJKy5Y@#>zovO%^t+=a|lJ!Q^ z#V7Z^+q#$~&b$jt!see%>pnVsGM^m#Zav6+*bK-{o+q23RX?3)@OC!N10@y&NJCt9 z=6t0ZhbT3kY;+u(>KDX3<25jDVXJGW@Qvb&#(SNHb|Yf(g=an~!b@zUB{IL)6-PID z{o1ujEp-rYASUdyd%3{^I}MUB<}M6c5Cp{fO`lmI$*T>e7_}#83+scz;1&n%UcU$V zsfxg>k5-<|+@9DKNY%0%Q<&LB)oC7-E2h_9r)}WE@P|J+)0Nn&XQ5i!ugcwm=WbOo zzOfbXc4!t*9Jcd0xsY@s)_Qj#IcSq)6!~kI%-+6<$FH|?&2Sk;=-emK|A0QEg?fXC zOX_9#IrJ@2?V8BLIDg0e^N zgB@3$VV3k>(wCLNggb_+Z2 z=VD-Sj(~>l6`Ie5=4F$M^_sWRU|6UMndY$bHo(n~+uTWKIk%B{@(x(|Ee~smsmFf!>2z`_ZO!gG;J#^gd{{E*aHqkbO&UIH)OHf_gxEx|ktQpJcJOJ+O|rq>jT5~_ zKTi$5=}Dq5bMHF?gYLcB@-pJyh-Upr2So{s+jH ze9&)?P563f_hpSfyi(#LG!~g}!8DtxBrQ_fM?Vb4fyD`^*w zo#QXN$aQq!W=jgKFYbrP7H~CW6I0Yb*4_x$L6Tm8aVCJ>jZX%2(Vn z)m#c(BNitIvsTnjR!Yx`+~c<+`!%Y)Jle_MWOZH;R}k09zeScAh!y@$7Ly_AHQ6OM zW+qe@_Y1ZSUj9R%L6HZ2r=8C3W%3S-U;jgDm5$LR28Kg+@MTmB&eI${(;y|WW?^w@ zA*&?Y69-JW`$P8=bG3@z%cvlz0rWG3OCZ2OFNfe5*f3J} z2r1geA_*ql4C@Rb2?A}db;J~W|LEJsiA`d}>g9AN-|Ivb~3vv6J8O)Oa{>n!!Fh53#SFU_?GJ0JW+w~E!OTbQfR(TbG2 zsT5nn9bV#pMK%dEcp=A(2>BOKgDXS&VCUOYB?1 zDkSJzl&-sdWcxTVKcChHUy0P^V5Z|KdQ4GX!Ylpn_>}I2g916yNE`m@W66=-MJ9s{{@bfo3WV|{P^+C$j0WpfwB^v+*)6VoaozvP`tfJNtZowrddq&2BrSy9Om9$?HIXsM3bt1Q4e=hwd4TEj+{a zHADH&_LN0uEcmc)Te0OWzvekEqOe}Ts?*}u&2tZr=>Oc6)v!gCZoWYBT)YczJ$e-W z2^=nd0-W4^ft+~xC%8)*I{v)+GrhSDZasJuhFwenJ0-_xLApwFwSpwO^~+ z@s;wMwh5dfdHSwmoZsa`YmOd-^*{m{G%qI)f)`YpT=l&fTGYNB9qW7``aVOZ`m=DZ z5W`Agwq4PCrcE#+CT`*D@q@6qfy-D1R9y|-<#pyhhL$SwgK!*vtT2$>PsX>2!U{=} z+418vo5*Z*ryIa#G zNmrl`fo(4Tq;LGesoMjtrFpOi2$?Irqwdg)!d?(3p^moK}dkGWr1!YF2ou&ZX+9&_g4sh+=I<4)Y6Zpt5}De;4{N2OFKtY`Tz zt+89(iTfGta%rM5Po*5KnFWKGp=$!;8YE~6CopD(=6@tfXbx>x7TTtB2$*IX+Afn8 z2XlXhcBEVesWFv)zMGj>O!eh^txE20f@r{?Dhq$Vl!=Ua`VqLl0N7ZDZ5T6EK*X7| z9h&M~kJRmxu^4F~j_+~gly)#n1aQjx3ZS0t6nO)Or6cQ(=N$Urrt@R^6t581g82SOc!{qLt2F?4{y^y|*uqSe`& z=j`o4PQTQ?_OS>)$svRYEC%hE{O*x{?bk)2_-c;xts2Vq`*9xqIj15FMAd@pBC$Ul ze>7}u5bTf=m3E?9CQm4E^yJIKfNRjq(a~V=yR(_XXN46IFf&!QaYcyrPInF7q=K9* zw(uyi*B9_9*#d-q$w%dPWppZQS;lEuqVv%!=zFXxzP&>yk}^@7g_M zWHITOS2=(&=iMmmHj(Ig-{JBzgQBXisTpWvbfl_Z;v-oW@jS?6l~6P6Q2v+z!Ap#U z2UfD4A7J;p_d0y>xaqcUWjbtfe61)DQj!gP{iaH@mm30Ml%$baBXKLpb_;i>kbe@J zRd@FlKL^-z1g#ZU7#gF{4^VfZGWlRZ`bHQSDtZQxam}X62$O@%tLdsr2oS<#0)HV$ z>|4q&m5}(8rs?4+>yj6_W{^%~&e|}^6UmO^Oru^@^DL$nxww6@Ek))4avgngZ2BxS zuy3QE%G&scP}09O$Ik(5JescFZpbA{*LDu)_|VU6Ypo`2zF3xWrCDU~xnokbNT;Kr zT)OF6hFc`I{E=1`%%j@PP_9h=P|G0DtyUORS=UgOB<;_bsS>SB&o=hMJ5?0A`~trD z_H`-ahjzPZKeuyLwN#{I6Z1uv4x3K$s|d#?SB01nTW=#ByOE4U`+vyJG~Yjd^H(-n zn$lt}XqB`H_X*U{+(WJIpE5UUG;!(ejt1j~l`i;xkWe;0F{$DM&tiNI~T3)^=bIoX_>zNbLXwxxk8_xVNm zfnC`mW&No#y#guajLl6a4G3)}QIwLO7YeUGgzJ8^9?S|<^{?F=t* za*-Sh*d+CuBLQ`%n7N*=rYV|dWkozk@M|=WzX!f+Wk)nmdU(4I%aDWaQ#?oMXX$?C z8y?YcfPx+zj= z^0d%1N7pQsNx9%}QPWon!f_Z*8fJsEp(%HZRDVt@SPVbXH zObI&oTRfB-LXiid|Y+Qfj{A^GKg@q@qWHesR%PpASsA!d7YAhL-@Qr%G&m4cPP_ z$Cwz}NA(O2Gam{5oF#=N|FJRq8IB|RMx(jkVisLT5jg^FkBZ>MRgzor4{c&%^R2in z!K5bXz)G6RfLC8N+p(8P+Fw|1?B3QoOFbuU!!V)?;V6T%j)R=?K(7!GILP960~4>K zfHtuxXOM&`X5~AcICb!-0+a6jdl;7F`hE-dRwojYZc@-=YzUE@B#M{!1Z|29>VzaXQv+bYf-kpuatff zeAIHqobgkW6gd(+;%K6JhE;-u=W-RVnyM-&JqcaXmDXj_V@9j-DC}^c z&Fs52zEC=H6)X|J(6c+-^=qmwxrauvWl-Z5hNAmBy94X0ow>H?zVRQ1Y0n>lX+`x~ zy-U-NyZ8~Q(A6vJZ0}~WH*cy>n+osM0w)RC$Y%7atnyVHX4ACsB6XOi*gf>{npYb9 z_XvDsSIv5QQ1ZjK#3FT)u-|4_acm?u^-AF zV(}Q~@+WYD!b4H)P?R{j-<2ky&A~>wgE)Q_M-lrHai2>X8F)EhTeCUM>(Ni*pGNC7Z@%>|&4F>8HzwOOTY|l7-EOKI zH(Vue%#QA$!Xvb@(7X2dQ{-*8L7HHecWv=Z?;R-zsk@6k(D%dk?wvOq;Tw)KIZP9p zuTMW^O=M`*$K@)1KSOo(aZ7D%wl*xqAQM-v z)Hw8w{wIxjYWw4vdt>{Vy?@x0&HM(kG+P+GxHU!MwpS2w*Fv|w&^Mfw2l8mdVM4v) zwSvGFgixn~E%En1!-*fAmA2c@0$DwE+;B#vT@7VpOL|KLB)Ihomk>$Q_+_Bn_NK$BS0(x zab_{r{1O+SqGO2bJqw^=(7Rq?y?JDt5{z2rIlpYi=R;N))TK~(1(Tzw4zf?rX-iQ zs+$X?%!{vuESt>ZBU19Ei=aRXzj9o}5Tm()Kv2fQDVh%|DbR4Yv30J0@Gb)L*%uZb z6(pkg&VxjeYJ=hZpz$@!yk|F3;9X}e=0hEhOSa#so#l{xItGb8zsY} z9|NGPl*Sspl5Nq@RZ1*PRS}Z3Ea(FGOn>_OZtYZ&K>g9IfWi=N#JUt-Ec%x56SbIojpIDK`;&2_Q^LMqhI1 zgM;k1w3s*o4=k}9q^#CmANrso9BUPr9RKP&Fg^#Ypc(ExxJ>}PoKP?JZH?%l4E)9e z@bnApO{XJyJ9Ruk3+MOHWwZQ3(TYn{;VvgDh6;Dz?U?9qB&Cj#pEWpfefMKz;w72h zzGh=$+4a3c9gDMtMccUK#PRejuHz!c)l+586Dt3z-*-WoH#!mN%R#dqnDQRT$FESC zCyU|ty*e9RBFnFU!aVpV)sNfoO;h0kwcF+wXWfuF$9#&AvlUjeiyCvP^CcrrZwUgK z_9e!kz=32PrK;)zol>fYS2CePZ8#9n_k#g$0}Koo?U-^SIzeh3%t{E8X!f+1Nh151 zq4{H2Zzw^xTS;^CS!@4c__4!ngA;j4AU#~19?}#es@P=#k<2%K?dEr`5Y0^OY^G5{ z55+WCQ%gNXLa!5r3z!|jPo%UmWdlP=Jl#V{`;Ijqo6&lkK937!Yu^w?q&J|`$~5;4 z4YR=xrK|u}(QkbBD4KY3GRKc`0sBxx`%ta&MnIyebWkS zIxN;yTQF0a<6KX7h1_MU-^_PXfzEYFbMbS9F+GG05r4v1nZSQ}n1>q@cCb$g*BFLN z>x;r$5s{n=!%GehQQtdD9LJb@nLDB%?pZTNCyFl!Ph;6NTCXhy3T~+9k+eI^Y%U4o6v;%Xj7pyjbthud*MHK3^7jK{+!j8FX?wy{9 zKK?=*xVh!wTM6du4s3Z38CgA*g~0Zni=+&iPiVtO>VM&!UmUOzhsnm-_85MNFY4yh zdK!7=l_Uls>yjl&2cjq-(v>;7*m5V(Rqen0uE*}%pM#??y-(ZcG%(tj&ozN#UZ14W z)7OWc*_(r*km58RHox?9D^37t_2T5xfiNA_*IaJD3j+qYln>$4lZ2`0NPYkn zswjBUhR$(^MBQ0lx{DC6Pveez2qtMsz>O$y>NgIP`nS<I%%@l8Uo$w=X{!CvG;xi6;?bXi$;=0xmH$x~{!zs-}g0gU269)p+!l zs_FBe0(>4`^L_`z;z}vUuQ)N04k7e!?o>$&=2kUN0bTqa@mD@BAneSje+dWLvUB88K=Vwmh==#S8Obvu@7iQ2rp#JpPA&lLU}eoAPX?& zY)IT|FcxxQt-?z~&*>TFooM2C#?oX>8$i+?99vGR)&)i&-)m%yj_T!~W^JlkW=oKL zT(#Qo`OSc;V+OPh+>)vU&>?;l@5nU%09)-E82ow4TE54M(@8mGUM{%F@ifqPmyW4s6nrW)jOCjT(@wO7a-VUF}u9Dd`;k;okv z(;~5dLBf~FB(iauZX{yxx(7KWHQ%?WKF>g->k!Iom3gA^{IoW|m>!(>Z*M^t*_BGS zH%Bgy5TXd(dT06Cy?w^VN5(IH>BS@%hv3GG z&wk`BLWu>E3OelC<=%N5N}{r2pyk<5mQH^(rtJ&G(8w5^q!Hvb$T+uJy6>tG-^Ji$ z+5Ft(YZomdte{OdF<@7UF;h-zBIS>D~8jx3Ds#) zz+Kqxz!`sYj^w^7vWL6z$k|6C>y?ww_8e5N$kvrx@_TdkLGAuZMTZjqhfC{ObFF(d z-}3tBUUZpoX`Kc&hTcZ)KFNnp)rnbC9W`a$5picLC59^=N#f(sjXe+vB*%FpaGHDJ z=U(bLVa`~S>xs*ltv6IS_=gb3$(wVLH?!AThaJ3|Gq#9Nly@Px;ctLY}|H7}Unzv?S0;9?}yKdb^3dg?Nbi;kFVT-7-XyZQUgnWBBG3 z>GyVhKAl#GK=YXv0V)i+!+?+#$u?@{Yk*p#Meid}mTR(%2vtdQmtqWE(KUkM(_RYe z-Vw$Gt_`i9VOB)qEK{~ZYH3>a=f{QBhzP zssD6@UmuP?{XDT}%U2@_*7JD6zAu##QN4(}@y1fh*ka_WcOvy*NbXGvzH(j|dw)~( zn<3l#`NXBUfw;{%U!tj{IbqMUQXK`mqx@D4sP=r?!Kd+;R=D?0{Fm17kx{-)xeNX% zcFH)iOkm zbW?peG99xwEgdnXB&hfF`m3@MMzgEeso4eCq5bWpkRG))pm7&g4vz=9U+DvI!a!c) z$wH4oZ%)3XBx8H4)lCasMjnOa<@Cmt5{gJXZL$9m;7DlxE_>$F*Y_?{IuNl04{H7O zUUU3IlVERD9f>WA4?d%q=}W{?3C=Svf>OJPR6|5o22^ zW=MQY!ryGaU!|LJ1b;h}ltJVgmo4Kvwa<0?tWDHwWt%@Jvf1*Nh z8cP#5vYZ4)2fUBjbNaE_pbN}esv9>={uXr3H2*E^`({H-E0zH**Oh~b-7*`h^P)hi zoZW%)kIjBvhO8n>1j=MbbOOyhwbk+mF@(Xv5{86#_o^_B3+_RqlZMzNRWCzc_^CO- z6H{SV(iu&PArO~$&lJd_h|v_b$Z|G)hNEyc#()Yu@`iQ?kkF>;9o+3X{t}kPBks^9 z<{L3CDQL5li9@C0Ic35W>FO8Nwd2Z^P@Fh;KFkkPp_^0`osL=a5{$Z3lCeqMzts;g!xkNMB6tyb<8mf} zwjs1)ie6ymb2l$kfmB;TK0txZv{_e>G3&7OifyO|qzFFqLpE`?ck>DbbVv}@DX=3u zvBg7jLaB_xDO}f10Y?PqDTJm8#N5J}HS;eaIP+J(N(^jP5t=SB5nA9yYfgAWneRUr z^M~N0R!<+%dt!v!s#0P|&{ng!NrS^kR@AR^psVekixlQRk3ab|St@Le*#55gu5=51 zm1j78@vd}fsk!8QtARfi)Oe-Z{##(SCHC6(jm}Lqhp*7|4=&(27|^<`xQyx)E4sl| zqJS&fRY^n+{S2;^Og7(TZmmG{tKu?ap+W#~t_Dtco6k!@ zhQ*Zgu6STPs%)uDA|elg-fz3-{qr4cECzLfFH9)oIYr!5N{{kEsl$6+$Mg4WG~?x8 z9)AjV849am-7;TzAFXF8%bwfTSYsVp{iLKs+f@#$^uq?S&lyibj{N(ixhG_8?1 z_R4Xm0p0G7q!=o<2B`8yZ2YQnk1woF@NLX`?|ud)g*&(nJ8Gn??mN8ul$Ij?7lZ)i zY%(eKcojR9xaj$uIzSPs9gqcvjW1be`3PeUc~CjX^JO1e9ZHCh=f&6VvG5_#k37Px z&A|{PBQ%Y%c05q5zIi4xGSRzVtLH>b_)<#>5g(2MGB&jUG)=kPDLRsd(v>AF)GHe- zL+(E&ofctUCHssUO1BRfCJA;MCY?BDEH$jL(APm^JtgcOx42&N3AIZ&giL{gxKf@} zEP~Kdy9vY@a8JKRSB=Is40(q4+MtkI$V_Hwxhw#{LvG}$O`j!=lK4f8lDLKbOwjUP zVulG170vtLLyM;RV51~WRVytznnvtk7Jl4XzYpR@4Y`Uc?EILbVG^T@E<&=2uXC8M zUqsLo<=2j<1q`>m#=GLAi#-@s74er)>$|)& zYk0#md{)Jkjx&bd8haC7;@yU{^d2u)f_10u6v-VOJs!``M<4gfU8QCnA*TQ6lyH+5e|gPE$&7gj?2jfF-ez}ExbR4Jt{hNl z(9u{S&}%hxV6Wf|vwOs6((?;{mayU-EI|(H-tF*gq9_Q! z=1c26t;d|I>(~z!DVP;vkl??qL)%Fm<2dnJf6MC(({~QjDqE4 z=ggqQnRCmx-mxJJrOw3t#zcOeor$X!#=-DKN}xcm3zm?|os!np0!QPm|4Xav%(}Rb z3UUUOIpq_UOg6@p=bbtf!G2AJF}(95G%V>>JA5qa7X;6@LI&S%2AA9k-+Pl6HbdU@ z4+^Pz>=5B+dVi>4x`ads=bhEuJsgA!`uyr)jeHhNVs}6L%^v-es`e+36wLWgqT7GS z-{a=^O|ax-0sn&)3SfoO_kLG^S%BQXNu&P;P1MBR5@_#a4uT#EW?_SXoY}z~5H4mY zU6z@J4Gd;uX8#w|Jtzn7znHOLuD^|lo%0VyA_wG80wRC|+94=Kk%JrZZ$ol$vNtyU zO?@?Y2HKgrI$1h61C5PA4u%eC=xhN3v$7i-vl()lLd-Zg z**G{jj3GuwhTLWxCZ;Bw+$?6y!bVUd8XCJWi`v_nnL?Sf#->0E7h9WuF*qE5863#p z9~=k(%3A)@)?f(hZ(DP4vH#lx^FM6O&GrXH)6VQSgW1K>*coKxVra$=X8jkCIR65P z`~L(Il-B)+w?Zk-Tz}Y_0}SN+H(AdA1Ja-F%gqXPUk+%3uyHU${skPaf5Kt?``*wY+#JmRiop%}3!J~t;D*9shsKyc3FweNq74Vj zpC0(1!ukI?oC!48{0j?l{{_#%eD>3#n(4hYD}*~JhDjfv2m7T7r0{{L11 z|AlJL`WMFbe|RDL4F!7b`X6C{osIqfCJaEJa|X-|VPofDXZHFRaQ?!phq}ib%e`ntS@Lz5|SpRbK@xSgH0NwrrYVE)58=$LMMcwG=*U?ds2lutl7X}`tmdDfK z#Q@yqj|>gYputEy;=yr@dF$$yj%hVt&#|^C9nA#u`I0P?YN@$%H8p!1(x*MulIE4m z&8ne2frD(7o2!zN4*nl{#DWi256Rcl&j&M-`hJBi=NqZJA#6~H`bHeWA;jF8yH3}W~ijT@w9qimo zcSV~1gmoQPGBSSezkSwkzDl3$)9$!D0M*K0rnjMxyIppK3bgd+J@fh0RwQ98D=1Ww zaU0s~%AGE_R*nOS?Yrl9V_82q`#OQ|Oa}T1hA*lVD&v6}tJ2nosqgyTD>0-c)6eHE zWF58&<#`J~6B6gRS^2DFU>cnoJ1Z`vx2L@0YgoyORk)+Hm94TLcB6cAHFP=IoUxr4qab%;^h#L#oN$`>Ac&*-Sm}m)OYv)V zjQkB)%UU9H^kSk-L7><`m)~-EF*}B_B~DT5rhk!@T`uyI_ff1P!(HZSv$~!*KDO>h zOOD#Ykxv7CPj{;PS8#aJRhzu+id|cBCG8Vk7`{_j%_8BfLOg`(yZIMp`;`yOn`<~B z@|CSxQu6fs(zHKkXWUJNyfpY~+5wO72}=_!U+ zHD+A(%PYsc9?7g=Vw6>>YT+H~hw?WNkaWHJ&ep}n`qS3lK*`C|6?Dsn@Q&w)_$q&W z`52ZQf|CwD-y3e1W|HO&$@Yg|9|!J*+!t=NOnHIs$L$Z7mu<@Z&lA44<0bR7Zz|lX zRhHAAciYv6OV)&U+v4OITlgHv!jOtFhP}$q?^fA7RyR&Nulw&ev-L>nP)Rdb_@vrU zY0|rZ7yqsp=6blIW6540*FNzIw zzN(4k^!-L|`wKB~Hm+{44cNj|h4Y2bfkGJz4OgaCra&nMierl3^W6h1D(pBOw z&eoIH9Mf<|$&o*7HK(rHv-=qMj8&(@2GG(pc9N>MtQxLUH86< zgScF;jjiZHscQASa;&~Yo4cuQz@Ykp6d`Sgg5EA}>YubY)UPBE?uGacTRnnGG5B=A zSj2V*d*}S~ZLed?)*RMeq0%yy<3ZoWFupTMYDlrXqTNH0>pAm14_2*>A*;`08R&8g zXH~={n<0uMKbi0)?3|3#d?z4GH}b(4mDEK~?jk~%Hq9qUkU9+?oZRDlYl2|U(q#7L zn*h=9PlrdaXF_KpYBR|N_?sE8p<6v z=-ioLN<7wQjA$QX(g;xA7$xdH(Nmir!@HeO-JH+X{o0$Zd!hBd6t?HIBJqQ?_T`HO zuEcjR;rCddR}rG=W=aBG&M>1?ZS=F}p_>D!*gpKU)FN`1pPu^ao@s@14J}y65|Dg| zcK*ap3Xzk!82j_z9;@ukquM2V6P&zq^^x_{F22&)jw9v~i*eUdIz9)x5o``QNLM6N zZ&d_0q{;V_bRyqArl*|t{%8VXJ4RRjjuDmF#S35Crt8>`bBc?uIxWj$nO*3v53M*G zFpZ$=IZca{RhE_w+~~k}B2zUOhpQ;mn~g|%(^JhCnO4RFMGf`eT`Wpkjc)W*rsVp9 zE+QDrat8Fk4gBYsm0}-SOlkD%tCs>7U3Al|8k=Wrd4M2?EGv-OeEr*tHX4DA1g&rk z@zS}j`&V!L(9z$|Lti4FwOQY3XzFyfWLODTvVnf{o;X2&gFDh@KhNuAw7|Cu*Zlu@ z`x1Dlx<770ilR_xcKhJ$W@B2QVfB$RTTlkY^8=!n0yTu!G*YkN6AQ$Jal(DJZ5Z`BVD zVu$sivZisqx~i<@mJ1xwzAx$ z()-a=i=Z1#b*q*!j@X{=WjxETyJxBudX2T{l=jKm+R|G}Tcicj0s}f0?>qOz+%Ngj zv8PtjlX@Ge>pio3?o>!F8%X#Kt}J3o9<$IiJ^E;X%Dv==2xqRmZVs? zg$$m_wz@SY?|l1xe|@J9$3xBIaseE9_x!kxU(5M6+r86p^-fpQdP2v=b&i>z?$eSw z;pObxJ|r@6y}TC3zgCuAIDW5SwIGb+rW|MNWHrFLbuXmksx@%1)2QEoRT#;oR9T{f2OYc#1 zm;Us}$f0;^`8@s4)e&2X`){d^GL$}+(ymw@5tR3yz*%xeUcM>=8hU~dinL*GSLp zI=bzT)1jlEPZ$p-v^q8{;%R2F@w{j+n0CjU^{B-L)uO|9RX6M|5c}f0teN?lnRMHr z$?ijzr6U&#c^Aa?eoJ@W)IPQK!I!fod*j`*Z@zW%S1`|6#%gcAD8)ccLdZPv*y&Z) znkSb`tv+hpA+{j6y!P?W33{oq{llj5YJAMftznv)lXP5z=ieC1XQuTMf*M`yjU_KB z3k6)(znRoB#$tPhAUEn%FhZ9#wDjcU!j5%C?%U%F82`y>?aEkq^>Y0fM|7g)#rm-a z_L2rIX*I;s2P#~`eX-ToET5kIVGwQq^d!&l+Ox9n!@PXep6(a@q+Jm6ZsVeBDO0Pr znbjCiiQSpJ``ER4{ZQ*V=c1`y+~P*7$HL8hbB3fcYhS156eZp*ifGqr;(Pz?ffIAp z)zGtFPPL^S7WzX4Q4e;nw96Ese&eXcAk z>%5AEUuQ#XXzu&>o;C_UH2v(O-E545jI+w!!(J{vdWY%3KdCJqay6;TGYx)o4t{>| zb5{tSD`r7vb`q!Z6o_;(U#L{ksGu7G&;qSxwk*v30_arKO5>FYk#!@q+tiE^KwVd1di*tUZNI ziwq8H3j41M`xdSKY=17d?8nH@S2+E}b6*qwG9C-z-XR-tYvk%g>bE*0jV^9Y{xLSr z#HTJj^*yq57WtPp1)ObR+^u!uW78V<(&2=p)pvY|!~-q$&}LfF=^e3)r0z9u(di{H zYfsTdR|!16yGYv2f?da6{V>CQBJ06?X?!ZD&Bc)5WsIhGlHSrc)jciC%w=0>by6WU zJ5_5cb#S+vkHULCt+lXx}k@)g0mE1|Sr?WX7w_6lF zW%aIAKXHm!VkBfQZgwR-klA~o%6+4Fj(rXT+J*u(bn7D3U!M5o`n{&8$>F1%GVx9e_bK{n@hlE%Qo9Z7f=5cjOw`@`rJN1>e#VtCpSyy zOPB10Dh>;E-Zz(5rx#&te=Ww?p_k8No!P0bv#qbTI%e7JL)+h98S?kJ&zWMX$@uKg zhrqA+1J^&f9%5aQJnUPE+x&U?+pDJO^$Vmq)W?TBRruayB)CV^_yp}3gYxS zV!7)I({_WB4C1!@hOFF%t!_H2jdp0=2v|Ngkn6H7?D_gr9DL&gX>qDQmf9+c^u&ej z-upFx@H%OYw0!x)CJWoTbI1HeGDq^NWjm^B3e!F(5IZwJ4_7>q^{(CUI9K4|&2CM6?BWbCbcNjfaY`np`erVXIHk<84+YZyF zi%yST305ssQI*OqY#I&lQB*9qax8Z>(Bs+`RULM&n0YXugi%>qScWaV{sR9ki5}ss zOy@1W`X8*93n_g)naIj(FtC{YxaXrAhVBaGul!s}GXJENCGTurvG)7&8*y5-2beyr zZ{f{Tw(Lk2c;NAp*@n?VUD5Q+je8E3y30;--TYdAx5Eq9)|I|s0d9!jt01Y9b!@4x ziNA4Z=s(76e-7WBi2A}BV*aR}zSi7MszyE&lxBo`dU`|)lp!ILBCF<9u(^ZN3 z&3(PgJlOQRFF^5LYx>pVn#+|QjS9JT=_3LIPi5_08gd<6dI~k;M-D}MuxrH!q{(d! zU8%NYeehvVUa!a7mD_ak`1ZwYOTTZy%iNm!FzjA*!5u?>!uE=`(<3b)W4@_-c zd-*SK%pUvZuhk2euGJLPE{HBp>@Quv-{EhpeS`0x{T)*pPtJahCHVardGgbvdS~=_ zqwk-#pYKH+uJiO*So%P1Mw^w(Ct6~N9~joh6Y~83#Pm6A>zw+-VbA9ArPBA0`-59* zT!&u>=$94lvkeQUyB&Gb;<#Q*jL><}cMJ}_8;k`Ka)+n#YYSr6rQ5VbG;%M9=3glt zXvd@9Xj(~Jpk*2r8njkbZJFfK`~~+XAMFt4jtSlNHaGjx0h=dvVUZieU#N($XAsp> zIVvL8BbXDKa)iyo{{DBZH3cIB+iWLQ&$ONUyV5W0uQ}(#@y}8(_q*keWZm`P`jfnR zOFvhftp7`kPWG_Lop)cRpZdG<`WF_n?!45O@yY4synjA<8yW1pyt=7(cV56^txVkJ zo`WoR32*5d07g;s)}T-9AJIdNb`p~(5s zX05+t?(VorypqAOkhCU7XE9}ONzpLQ3P;K0E3IGjxHJA1o9V>}M~PgykaUSI?TK_2 z`=?h?i3Si>f-10nTA^`7V~?!34h+Rs!wOxNZY;r`&R$Z*DRA`w7B~?yQv`~MCf%w0ekE7 z=NCAU8B{7Sj;33|7T z3GP$pe17CEn7Fft)3I?LxwG)M5nv0`a<0pHu74wQen$zNabyKnwrNsQ~dS6?os`2X%(o}a#IRHUBn&3+Yz(Egi5~VZ3bRqGmid<4xSNrv=@v>FUf$QEnlcUB3obhg%ShFO0F6Fzh#X7Iu$X ze(cWkS8T&fYsZLuYu5kVTl^)>y@0h?f3tv|Gh3s`GFHR!jK?Y)AL?+9%6Iu(8qdE~ zlW=Qi^u;efZ|vlf+WorZCM%AvHgR~f-`y$iSE35?E&A>!{=~0Uz3zWqJ$+tAXXsZ+^VnLcHE7T!`jGNw9J zr8D_&ZIDdr#GtGHYUgeP8}o@bU2OEX>@IHjqWwwHS4r)sTbzAVQ0SuKdj|Qzu7WF9 z$2ln+`oh7#=H#X~g0XZma$f~p#V^Tny;}V(zD1*1O7U6b1A~>`Q*DOluSiaf_cV=O z=2tDTzG@X-8EAO>oTEqB`Qi2cfmtr4O3$*wf~zw7&z*0VC@iUWL5*`P4uH}^VIQ5}Ez2K745sAKqtoCb0_6E5zmx7(@>W%qb8!WY5iU$L7jS|94EtD5k-%mTu9j85+`czbe zJ^9uft>`1I>r!qAa;;dlN!EJ9uH&+KoaLTrUq78~u5A6bF_|b(G}sniAh#v|E`#WW zp@D{|D1*Arf3)?ac{pPKZobFLI&pyOqWktUy*{iO!tMhVwG}U!B0sm-hDExG*42mL z>gvs9w{w=g?_TOm$LZJFeJktG5z+7jG=e0 zox@}T(}vzX(hGAcu#EBfXUU4=2K%iaIOyp!UGfyl8P{9m)EdjWN3t$N#B23NjvH2~ z;r3#Z$7JF6X{+ry%FzN1p}V%JKrvtiu}vD{lmPaq38Pa!el-kvhUqJq!v+?w=MGXA%L7#^jceRS z6vw}@h<4ftm~n1dfB)j^gY+CO(5eXugIb3r{lBAsPn4BNO*+S~6;WNv5Y@rZt9nRC z=AD4#Li7Hc=2D^0@>$*O*9A3&trx3g4sNhi752KWTKbh?&#lBGX-^t7HU+KaZHQLm zY>C*JCHldnHQEZ_e<(dgidX-t%JF)-*I8$_e%RSN+I-Mh;qjVY$8ovCQ)d+;ewi+q zS}A0wea-m&&as<}Kem=W{=S3R$xC&V<>$Ao6wdwwuUiDK?`ArX-PO(UYsE&Ze8yy< zrK}voL-m2Lj^0;Ki599(u-Ny|+YYzB%$ec$h-SmCpXp69vH>yQ2?C@2=YMOj3yIZn z{Uk9a`;B8SpZ~A6;wI;K&XebdGB}w&-)@L5h~~8X+-H6zEnt#!GR{S9OJxUc^*ufGYd|?*Y)St&>HaF!akY0x z2ivwc?WpaM?Y%D_6LPhphFgBU`Lp(c<~?5jRyy*(RpYt4@3_B&o#7D(}M zG)7C|uWcVx{`>O7LJ4utmEugE>?(_$f>q94Io5Apd|^pT`?gmsIikF#D><#q zqzV>tBz!#HnX;<&T;(@L)$X??X63Cl58E3*GYJ3s>?N_f?$DuF)5~8acK0@?#<$1C z$P?6;%XZyZvCf2#C1?qolJ~-rQER~`QLbK7#0^iM1-!Y?aL(7KK9H@WbhO#`RWm;H z)6T_d7E5jQeyev9uev6B=i5lW>|ZIbkU7BEEo_$Blx^)anqsUbwOaO&s>)Ic>vpg5 z@qg$yTzSrrULDr=`=8cRLYBtGM_PXy)2SX{G?Va#;S&m0N9dnib}u{8He*}3>dyO|gBE?Dtn2XiCirm~U`pBhwm zoeqn)drX%e%8_-)A)(Jp)y=v3Ry6a}w;s**w9lE>tp&F+`zo{dBxl=-o_4~?4pnQHM`@n_5Z|d5+gk*l@HrOw;A7I6?DArJCaxI1KsV1(*26Mu z+b&y)IJ+4t1YA9MzjJAJ%Ka5g5`iupOYPFMx{{vB?{+d8UGRZHBD zv^>5o&GvY6QO7dNiG*?;hajF`JBM@$TCXlAJES~)mSWXju*b~zR!dLm`HqiFm+FNZ zRy|y@=C*lLyh-xl5#~K8D#={F0~M z>%JemAxbASHFhXw(+T0*=WbXDXECmijyG9Qu;ND}=dnLScYWSQWr-Va5bj#ZwcyH! zJ@MujH!W*pmlMuWAz(fMiFe#bAcNLgFm`m`P&WP9!)r%Z|E zpUqJj42q*Y6SrEdxnr7se5V)6v+y+k*u3 z`(pW%hTyy+yCC(vl>S$*40Bj`RsPbhXwPqKOyy%mvVNasj#yk4> zsFsdS{WBT01Fjr)@^$j;1{-}w_1uMcWr)A*>Fr`yu#d4ed04!tNxUrP z*pTL{xA&a(D5)=SatgV5QcG)B+LwV0#iJj)US{RSuM(J$V9Pu3q&memX06u!HW~9Z zx)!mA8XH_2SXU|?uHs8w6LLIcoGbrMOqZyfSdDy^3s)%D)g2;JY)sFb48&#kKe-yT z^T`8q>kVDy{0~0=v*qQ=7p(ln4a@KNH+N}#jXm(RprgGo*=MiS)LnMm85w1D#jX!V zhV4_!RM?-l>7*Clsz0&Ad~EEPy~sLY-*YPutF4^cU2G0@SbT({cAU~pgfts6t%D*9}R-9|1Mwr z?)jbt4FLu%RSm?4jDj3bEY7`ubT!XGT{5@0XQgCD*JZH?mivKvTnjBGwahm1ecg1$ zYa+Qf-(K*}y#?25RxMULTb@{XbfDo+;3LCqqOesNPha^-?KS>83+OghamJsyX+n32 zd$H>pL1`z=8a5|Zm6yU@j&3~!1*Hs;=CQ2wjRYQrP10vEbcMs;|H!;6C zJH%G%RTw;GdFzY)-H_yX+*vMSKmYLp0;`XZ|KY56(%kkRBJWCm=5*D`w;VmKpz3eh ztJLs$h`y|YZDmSTSpV>5BJ{l*f+m+ZgY+y<>fQ zieuF7)4adzeKa7%yl(x;_sWT>IxeXy;v5h4H%c%G?v>YktD!SFrf>JF-6QSB1`&-# zFOq$BpPh*LN{qVFVs3O>kdd%SlmA0_tcs|9VKmEgfi2?72YtJrEvUOb5%!W}=(5GK ztK+-u-`C@RS{!HI($-uk{v^%h^EYL`Jb<( z#h+ScOA6N>x_jw|i2hkl`^xl2rYddxzFo${d{s4(b+-djo<|+E^_LDTN>V(x*6z7s z&HFN2kIOod>r9LkbCs+LvcjT@&T+|9uqx*E$lDTJ42Nn%Nr*3MgcO!lWaXUh|HA z8)Nfg$Eb(U@eS|urJl8H%*A5D(1-^dzXSGZm>@3Sri3lrZ=%$6 zK=R_!d*i2es~V)VeE+dLW_+`goyN(6<$s1U8wVa<-PteZn!e(F{z2Fi~1 zsmng}GYC~$-m$tWTK(r0&x$T4#`{*KcTWfSb&nqq=LvH2H5A#K%6-<8$u(xj;Z-Hu zA`33wX7p}r^|E$*oyQk?W!Srn@Z;IeZp((G^Hyt}ZM#3-t4(EdSk){yX?{)sL?ZB@ein)^3rdE8Dej*VgNc8q+u1Elhu;#4oS?lt=zeinUe2 z2JOgqHS5aa9x|MEm{Q+uSm-k1An})AFG*-NzJBk_1+0I4w&o|2_NMvt=ZXIS|)st^|skAcP^7N#+(1T*s~&L<;J?U<$^8hu1ZE3T}`=kIer4i8M4`%jVr!JsJ~vN z_IinaMd$kRUdAN^y)l96TPpWn?vC9Uk$Og{exv1f7az;*o~ue3JXgKFhCev&e8gbN z;D|x&XI7Kg5mu8agFFN1Dq~V5dGLW=&S7E8gOO7Ua{`~VmvE_P>|?qAZ9u9HA{(tv zd?;3WX5vUx&erReM2bKBto<4nN01p=;!0f@~(2%hc6o?pI-Q zxYfz4F#7)Mc8TAVf8UukN#hsxnbYPk=Dt8*L(?`6HK`iXH!;J$pX z9&|?>msf1B+3qWfd&piYrWBXBFTmg1y7ri!u4hxsSWazidliR_cb2vGsPR=pSEo{A z&lfQoB}>$0jtS*e=kBk1dH>EccFva(BPpf9!-F5#hLC@m(DnP*(5US{Rj!Ic|E}%G z@2f2f5*5yiy2lkHCtP{lddHjZU%#k-*caY+aEJQigdnCXdHeOh1`Q8}uJ-#G?X0jt zPW;gRE1vHj4iDyg|Kwq@4`YzyNPNhWAvmzy?A_KyLmn}==#qB?#C*N@KC-KHO|ANX znd~3eq@3DI$JB3p&^9jN>1W#WG0NhMO265bl+(u-#Q%!#+&;FnRF?knl2(oNVUx*Q zR{Q0?9nn^etg9+LZksT<#Qh+v;}*ZYxg()mZ@!L*#a}ZswTb9BD<%8IEY${OJ$&}ley=Xv3egAT~R%RBt+w`q>PbFNuHr6bi%`}|G@Dcb?2It%jcAQ4_$T)4D)&6ldbc@^q7Ey^3!vL zfr)*5&!hgyEv&H>zf){+oT%G*`rXh}h|QMV;0ivrj{)6#dfd*bJyzRs%DM9hhfTn0 z7K`V$@0K&|e-zWr^kjv7g=xH;y4ASpv zAB(5-WUN=M4jgYS3_NSbc8)*pQgz1tGRe5GfU{c)FW)^^mksSZ$aeO%K~1;#TSh5a zJN}^_!z#ZgqZ(oUPN{zU?|ADJWyHJ0kDH$$8p`n|z6rkpy*YK>ebIYW`|i=$6t#fc zRYc`Hw&FFFUQF2{tscjP5*U2#u70#xSafaG(|g~Bg7f>B-W0|SN=fkjInOIn{$sZ> z1M2|}T%MdTN8HT=ol-S!2UqU;JO1m{p?`Mqn(+(IUO_aA4Q~#evqd^SE<89g%)>LB zbV3|-G@gf*Cv=<~d@7!twP$n$PHq$FKrU_cs)JrPL6mXb=m>o)=wvca(x2)Ra3qqt zCB(m%(+h^qh=YEo2N9V`zk_}Qtvx}1Qo@lK#iZXU<47!A(oZTl(s~!tPpUZ5G7+d3 zQa>ipdK@?H;ArHqJ4IE9^R1|=s)SP^F9IR))=4Mjh2tFIGxRKR3Z!)m(1oNebb&>J zT0skNBA|oo!Xa`s@N}TmS|=*fx;}J_y1S>{lBsr z>N5=x98W83Ac##mt=2prHv$0}$~E zq}y{zV@@RuY#TtBSu1?z6o$0C338wj&JnQ^4*q^i(AEHl9$CpTXNPFkgW3Uve8Q~N zVRLqdmJ6^mVD%h6MOOeyI(&aF1q`4O2C55GDG%2{SQ1O<%-tF5LTA2Wu&yFi z4v~5Vms%;#SK%pqt_YitN>!ku!uRJ=m9jTfHX|G?1rR}snDUXPjzDQv#FQn9w6X*! znDG7oq9aw7C}PSInmPiNR|!+dD$)vBpdP~a|AUUO6o4OM{IU4TC!cEKsZB@n19N~FJ;>zgTZR|y`lC@TSJ)gpPP1^E74z0FbdU`e0{DNr~} zQ#B=6Zz|z{X)SzzF5xIug%g()K1y)f%qXdhDe08Ze!%d?1H}`*KbKV0u1D0w!BT+3 zmolb^RHjkW@j&&2@6RO`g|U>;tb?Y7aDV~E!c^1A{ZJSSsKUyaYPvFwnvMsmCw%|E z=tx!5l`++HnmPhiSOrsfDbuLwc%XX1_y2>AuoOVOQ^8czY3WD+sxW+iE~$(+ktRpV zXxW4wnvi&f&b^1L8RA(SYm@-0zMn({T8V%o{OJ<6UP?^pMSPIaR zm@k{(sOB zmICmjDyEE}sUuL?;QMn)H7g^Kc*Ut88G(2f2OHiJhu8oIiwI_fDyEE3rIist{edX8{}&ypGC~zoM$poc2-Hsn zc}yvxN+TtRKxu>T{|6-zF#u00$YV+hnrZ^Y4Zc5@T(gn_30a&fk`#z@aj@+zaflV5 zmu&E;0!%X%~jH6lpM*+!TqSAU~ZMh$IvS#grSmIA-0&SzgdZb1~HTkNUETohCY+L06m7m+CoWSx{*~28v)og&X|){>bu?AOd)51cb=Ez%-?3g=7qCpcST`G zuv*W{KA3GsL|w>k@RW|iZrI`(f!L_*2A2MLL2)W&;h_z&8|-5s{;+}G3Iwz(3cG=& zA8vpx{!m0w0f7_&yTNa#=Ijfy(KNtEdWQu^EDm`UfI}XBpotdpTLol(3}nsW(2X=em-r}7&(v|u9zD3DnJP~AWPR?u(Qo~X!OQTPoUTIQt~ zP`@QtKnVtOg3+<-n(k<13q9ze5U%S2kxz7jaH%!?~g zMhJpCQ>hA$EZ87&1+sjQstA$^sEQ5Hp6&{a5M^*=nU}_ZR73@s^nuWgP}f3!K!+9- zcUM5rH89n%LDLEdvQ247WpHT02EZ$j5qOdz;Tb4sNK!og`|u-oMPW#AXu*a8L%Xq) z@{3AUa5R_~@g}o_6kx<2bq$JM(&7hEy?vpe#vpxQw+6|u)X9hqT%Yz4g<-+52OIRP zfB?5th6T$tHkf@{K1fvr3^`cK);8FYv_u$N9+ZChD$V9lIO(`DGf!&5-GF;OY*$aIja6( z1>jjLGOq(-3>$c^fI#__;jaRgWEl0F%kWg9!8WAo4=l;pr~=dSK{1Blub`^f(ut<3 zV3EXzr9&q(%pQGIz#@r_F+iazbvj{#(xFi*sg$}yi{fb2NP_dy8_G{pn8;11qTys)PiaGphAE^(4ZTz&CO`4 z3JfNAY`{An<_}P-3Y2%G0fsPvpGrv)he%>MqbhV_3$}> z-jN3XO;vcJ1*(ee4KyvULYxY)!}&@PMYiH;!SxW|0qhXl07RCM13pgGdxWS2(($EAn@E z1n#CNLL{foDFx-Aho{6GdBCJCoD7&r3*&y@Lrfb`U+1cwA{pgo=zXb;hkK!akMb>Ybp zLcXC!?eVkE0h=>P$X!wR23%=}eA!${Lc=#GNQG(+NeP!#&?obd*Oybq3Rvy2LE?BaBu?2OSfS?yvMJ3+mJsp;f@cFch7JDzAIgFidR|@z zniyn42B~PFOW0A(At`4i#=HVX6s zem~t6WxRlu85>58rv)rSR5w7`d68w>?tqj<5N5C|Y(<`IHwtCJRe^{({zYY`2tahS zL}?3nbR{%u2}o+{r*8bbZ+R#!Kx-X5L|OptKoVgtv8g(w72$ZWB+iTNQgw*F|0eke zwgxC0w%DevELaiY7IP^}qevhaG$bAR5Hf2iI(}XX*R0VKsf0FKDm$N+d+ zWB`b#2iOuD8vsvUF%P+gnhk)*#s-+~iZXS;+CA^``&pwX3jQOaP>iD3z<)dd{*#|j zphcvh-LT~curz(9KX3rRwl;lQK9V1((_>z+o-)&DstOJz*f4ZFg8IX=qZw7f@{f(2 z0IEv8NF9$2KA-Li3b`54DCYRsKy*9;!c*x=F)_zR7?_q2@+_V6peTfA4Up9E#2>mM3^+t+%1oSZgrzErs3Jh_VT0H4 z2n7PY?_ybF{=oousa^%5`d!zHh3Hl0KGuE zfTIUCkQ|SI?9`qB%PKZPz_f&rClE9hh!Si7`E*y5o&Zbqzr=d+2+aY0wTVZuUQ}~P z%2^{i+*{`@Q+8}WE`qLbe;83gKZ@{9s%m9JpOi*5OC+EkzNq;FcxAK(aq z4MoQTC_11lI6`29(LrUYVRSsUweQniQ7Q|L5c6*2Fe@1l=i=}P+7DgP>C-G+9S@^; z|GvtT@ij_e!74xRJ_2)Ac?49X*y#t4Z3#La!PBYp6|C~uuzx%m`-jpNfe>fXmVj-s z{d89p<^y*>Az(wq3CMzVDrLc~Nsty89E^@b&_1Hb>Jw1e`KH*ESxmMYrLw@20s%%` z|Fvuc7~Myh2{Ty??oooYn5#oFp?umC(8C8J2JH?7F>)^d=@CXu( zOx=+1gsh98(5MHY&+s?}U8$#X1Z<1n2?!WZ9TGrcM_SA!HiaJvWaa=VB&Z+`!n_bK z?XD<80x0YRYydd{0LX!m017+O;y)=%4UiM&T^#&xlm!YqVP5EyvO_WgN@+cy_!8zv z)_jBfq0oRliAFXl{t-Z$=3b-Jvr>xqM>?6yw&=tMh<`LZApwvld(?x_{>8|XJ)#2m zWKX~buS2J@K+i3+ssvE~krs1_O=Wf%ry*r8A__3EAz%a63FH{1@F2K*3jrIvPC(#! zs$>WEZ$Vo8CuOM@+Y?~)6?<2d%7XPD+k$lhf-F-j3(Ulk7T6_(Jd5D;z+i_B=l>s` z1*`77;4Nj;A+R~MvS6v47wsnxcGJRLbMS+M75GNVe3+LgLL(oL@Pw?3PX172j({%YMwJBKtrD;; zm?r?M+{t4Nw3#x%@GoK)|+woQ{rbyLOI%uE-7yn*<~MiKZQ%7XQO-X)`yvLOra zfoLQpJGg-iVP2xZbo|da)scWMN1`zw0_c%QEv1bAdATt(;vZ#o5D-=ebeaj82MFl_ zhp0gD@PiG&Cm=W~wUxm7kBzZFAj9}j{YS7_FeFG5nz%1Ox%6Ru-)P^RgDEmm|Ql2%HWiJ2t++wB0B?3vTK{z{VONAglu_>nVe!a$btW zbh6Lr>4=Cy^G!FfPJz~72X``;ZD|a4=za}Inm`Z#NVq~*bkIXQiX$NO4d@Do44C}$ zqQI0fhfoBltp<(I1V2EI1ixOzkBb34M02^U|fDjI-l?BHGZ0v|> z38CaiFmym!Y*c~it|;>Xtisp`0|bO{K&>oTIO`G`J_iZGou{o=OymYNPd*ALqKU6Xt+YwMv!RK zqtIvgtD!6Pn?D3Jn^Q?B9v~b6dD{;uh+=wVYy*1R2=@uSRfJ!>K~J49G62oG(cdG} zAgCb05dak+Y8eRFC=djiyajNd90E3)0fD?)pCYzY!0G(F%!=tyK=v{qO%b4D1`#jN zn)Jao05Xj-6tIy@rVRq68KMf1X4ohk(_K-T0vr-C(^RgKz z2MmN?0a%Y@ZWV9@nwK0h7d?W2&@XU!3K6jlL^M%(6>uPeTg;VsR60*1i3IAc3<%h$ z8wB#B0;P|^F%51pmuyHWBFrpKhk_kVe}udNn2v~zY(b<+won0vHKfH{;!&86NZx7z zf+(oT7DSj2fW0e9(*YwS@?~>%INNln#*lQgre^czkQLPXM>6@!S>P#P>E@bp8Rm()S7+e9*-1FG9Z6f~z* zx2aKYin@(-fcc3L}(dQH5T0O2Wj!2ltoAg zGlLXyUP1*`Xi|HDWvRd`BDOsi{)e()?Z?KBAkIQp;7|bz zHa05Aw1kkd$eU{*jIr&4Fx?fUXTb`KjU7Rp^>zVP7OaQZs36l4l9Yvq15jCv!wIdN zrPykRI4{&oSp~>@0#KNbVy_({HZll>y6|iUP!|sJxpIP<9gL1BP);CkUD1jPeMX*x zkdi_=AsMy|bVVjmNXkIJM?x36BJ2&+yU=I&*#Wx3e+Leq*jOAynk){A4S|p*b7?*2 z5RXtfa70i>Y~%|fP4WeFbPnJdZ0rl-%%d!kntegUwim*5S5y%Q)@E$<3nESW1$06X zs4giH=W+>UmVoNQfdh6$iXiM=QK<`7XKXwQB269zbV3#=BPlDe%Lr90Y9a*@8MHlYy%bO4MuFQ!Rp zJaSi*#sgQ>66fWJ&@djNGsID*e#J(_MlT?ew-2C_4}AH6jZ8r#lPRFcLl*yo#=|!I zA$LV395@8cOU$5UJoJeJftJC@n|D<`m2+WCn(Ebq0v;TNun{1L2!R5QJOtiKkApeXjz6T6gt47gdQ}6p!lI4IN{mt9h)tgPppWwCya!Dyw5}rpkY^T1OB6dr30)|k3*EH^bv|0zP;?b#gP^;J zphiO}Am~vAs0C32qR272o*%`HQKKSgF%ESly4o3C?2KZYsJYPv#V7`ZF1|z$r-lw# zLt_KA`OJy8XpA819ig*45!<6D-a?-dAI+TkiMB`gAw^D1g$^P_*SSE2gcQKgXT-1y zs844OE=1)(p8KH#-OzUEd{qJEOQQ$Pkq=dau4um~pLFK5Dzraj;sxzWg!YG~rvkdI z&dgCOh*M{dT0z^R-a^lhAs@8@ogsm?M<_ecXS6+v`YWKmL(iIkat>{ea4n$EXnT~B zfbO#oW3*BLryoV`yi%;l^wnzPiZa7Ka(h<6%-;erjW~V(wKXj)(sHPxxK=-19J|lXf zo1j74AHnUNrr*#{v%aAHP|!a`pAo$vU&c5>f)t9hS&j z5kXf}G_cfNqGs0q=m#iOoAc29s@g(fb# z8~`*`(S?A}XS6*! z3?K{9pmt~(Mi)pypHVr`ltov`081QDIi{C5p#37x%@7#{l>;rWglQ@`+Ao^2Gn84x zZZniwB%}!BT92kIO5g<8cBmZFY&%pAwAxM+bx^;}5Oq*FrinU;pQpJKXt_nX6VPym z_Df#pj-c*jfSU{@Lsujo$&lvE%V4U{ZGFdK>J5imxxXuW?l`T{ZGFdK>J7iNJRaJKIlR-BD8;WY$T$kmx%JN z(Rn|4h7DcO{?MV3JUg2y0i^Gzm^hicg+cQq>o8AG7CF<%z;K+SJT$38%%}kUgg6iy z^PvAAt_v~}kv>2-5#z!4@X+gxnR^6i&;Xhep@akODnj`KbgM*Oxe1M^(0|HM^aG7m zpdbettCE*Fz>T4i6{WT#9~HNSPgLIPVy#2?>cS~ZUMpGq`&j_42S9( z$%ZU)CT?N=n}WQ8XXtk1-yruqx8fqgB0Zt5o00$HN-KgPxE;L`p6V|(`#0S*0!orLV&4~&zy ztPv5(UUnmAVb-$rqlt|8E!hT5bbbpKzuqGzyDy$c-Hw|n;%D7n+|pAwv!gHlVzM>2 z*X?0qs$8+BPxr~5Gv8i(I+8?J|MK&$>z_v^Tm27zIv+dnuDjf>()n815xNEOybik) zo?mJ`^2})4{+}!8*0a#nR0Ws#vuH$iv(o+Gr2B9*&MNJ1^4$b+`q7niVGnzY-v`y6 z{-jIa6fH-0<$Znqn>EXt7SWxhYl`igxbmQ;{b!JZ=Bq{Vy`4+L-@VK5-)TVK zbSGKqek=F%$&35&4>I8#>BlBbGTLO~$ClHvS$;dVvd!0FLhKI*-3unoN+vp%2+bxs zYcqE9c)EJ)iX_Ry^wP^NXs>xdck+C3S^Ppq7UHOd_0bIsi<&ZQ&hK8FEaQ|q5~N5h zllY^RS5~y_p~uTzv3|P1knCI{G=-x!YYSw6I%L63WfAZ@sBA z)57?lOF0*429KKxCe+<5_Sk#ybSg`Pl+TXuxruIrYs~02{P^Q|g#8f9l2DIOZ<&Dt zkH3s3_3?paTX7n;+A?qV8ZHpfY|*O`Zekz5e&Wvo#?k|9Ev_o*Nt?{s9=i(lvTSP# z{$qQ+<$BFo{nI&&5(gIQh%o-dX-QaX3rdgf?+$;>U8#IsZLIsB%Ao7kLDv@v7+cj9 zP0(Ff(Vwm%db6eYDS=*4U1)nTj+xK>A@NK+*LE))TbBDn>5@MoD;^~JyRk_psQK)U z=~$$EV{1twe<3g4Rh@Wa!kpcTnEqySqwpoSwM!BU5B#bc{u9UbJC5tN7U4m%YKUl; z|I?j!>HhArs=xAK*KNt9m=M7SkHdoYsG76yEO{dTzKOl6aQV@Jm7CAFDQdF*5MlDt zDeKuM&9l&cASJb9QAUX17WVKacFvQ_S88Q{k14!e=-LtX51}StOvf`ljpJN|+7CC5 z-bGbzYpYH?V>ddY6mmo6`G~IOenw_#`cc)QjBAZ%o_-HE{7rHAx*=gyWh48V8|-6& z*VB~;7@~Q%Mptf7TH_&kiOwf6J7i`5pVeifTEfmn8bXOWV{8p$tkH}G%|SnSG&)$W zUUW2)ia)Kw$?3*geZzfoqEj^MLRV3TnqIe2EyAM>I{r((H-&C}C8EN{?j|DOeN=*- zZijLI?mMMQVRYY{?Q4@OEOZwOH}8CKW0g;`(^$3MNnQsxlU@6`nykjw{(h$|`7Qse zOxh3kkF9Db+vLhyk?_1x+k0&LmU6yzU2efA8vBp6=9qtLO-qW{u!wH5B{F0~ z*Q@1pmy-FmZ3@4f4t)jhZ$ITSS(O2zv5LCo_y~6AR(d7%aO;x9nRX z-<{i^1}zpa{|FH<9AFU6Ojwqgm+muU-7TPSCeh zfIVukAgDUZV=(4WyT^NW|6NaiFicz_)HOaJ@V6hh>-#`mP_-{Qw&ktI*&}jhQ*kc& z0)xMPM_>9}HR!S9&g~rzfASQp6?Yt+kod_}`tCufUOF?Q)a^v!L9H9nCu7wVoDIJ$ zk^G0yJ(zg<$6}4=ldpay?htM`F;uQm{oQ;-#PC{ciW{=V?I+>{;c2brI&`6*Ppq1D@WvPSu`oPThz_ou7Mt#+3e%1oY$sO+>1 zuz%~g=~LtV*J-_bT0ToRX7^eb3^{Ho81jd{T`^Dmr{%GZ7fIHf1%Wp%OBTjo_NQRjHKqG3}7}PcIXxFKug0 zznh$hstR`aB7Z{Tg>4(o#>CsIJA=!iWIeXni z;lP}7snUIyv>Lx&(pqn3@5j41uT4r+&?g(ek25ZNpGITW>-b>z(DR?qy6>pwVa|yz zzZKwJ6QAqnf4S%=&RTT*hno4*x81+gIwU=#C)S@RYT~#kUDdJDsJQ6CBOl)@0#)Oi zYZu(d-}hzhUbK1PQ^{3{g0)fl-9y#YkJ!$iy=497-r4)n`}0-o{~VGmZvCKvw>CTG zT*dIEam>lTr|Cy?QP}q(zPhN8TI=&Cwuligy+lDS9}B^AY{`wzaiMUNV&W&faZi zUjDdDYiU)TuI?iiIol02%8E9t&(JF=D^J=~T4eV3KDzn#@eRdpn`|kmd-u=RO_e>8 z63;P~mX*wx-Rb-vt9@}r-dd{-!HU2iCs=lOpBrSC&K z|A!G--`ypbBs1(zkGOt2=ia&N2C|K%ZZ;NyZhC5;Bo+gZC_Ur5*WzmB3w~<%tF*E@>Tk{jdf?4jnq~V6Vs(D@0DIDi10qc z-FEPC;vU_wqlPurmnsV$vD%z^Am)(xkIjbo^qS_+rcU{m+(vGk=QhMot<7GHx9wrH z9$U$r=5KdSl5Hx@uKRr1`%&L(N~2d6+I<}OX=9>Wvy=Cp|JI84qcJfxcCwAi(vJT8 zAzM{?#$VsFeCDihO>a%=t$&i$ju;*)y_w+Znxu>ye|6}urPAGA#v?YX1s0XKZ|)Om zuHk)4UsrQ#&D5t9|7+{C?isV*KV#eW_Cs5!ZMo{XYpQX#{1bPlk3VWvEZ?dYY8iLI zr$GAL`E19^oIjD@x-%C$cz)a8uNjhKGB)C!thnX6@oLku6C-&?#E#e)O~~OMZ}K~6 zWBc*eZ;$cs$G7Dei!WB%wX@^IiPA?BEGxTj|I^nskn31E;eF=*YF`W8lCpzE+Pe-) zci)Pw@X@#Rvba!k-uCwMm^}{O_l`8LdA3~O<&&$Dj=JC0Jn_+WzqR!aBd?$L9mCcm zy3cFBa-S=cNxyXR5sPhC17l&q;JUEi{UbUD7+z_wu+KLawc4ax?)PrwUZX?swGWlY z-&cNFxK%>h!%1Z`LA;{OsYCLt(4^nJgIKDYz@e$Vy zWkWqL4o|03?JhbE)|-nt&*8I2<#ONN9Qe_RKfX3RRqcpT^}PV1jZN>D(|;64_c#Zr zPSobVlRIj~(_-~fZq>b#cf`Uod3@!K_cpI9yve_a`P6}frd!oIh08a4aYUAx8^u@2^oqIS~m;{mZqdF6ELR7UacN*2@eyyx8VY znAr3~P^;mrdrH!zae?i(tQAeW%xv0B6Siu9{4tg(5^bj2X0(%TlhJCwvZE!9Kf1Yd zEIr#yPdy&HCbx<1oP+GS)jprA)-9_hItBCH_`t?tQl%$l_((DgARwmE@Jx0|pf>j$=D_EW9o%^jgF$ zORfZOXe;;J^zV~BX?1CFnMT9UYn3CE`fTb=>Z_&%;xc#c{>ND-`xVpa=FOfJ_@KdS zzqPXOM`Wn>Z}IGOEOw3%yvSD5@1?OeeOVCqKVDK7WU6GUBA+&1b_w3qy*pDPvn@0D zcw~D<`{!GN=kvB~sN1d{bFo|@Do!b6=@y13O^UNFe}$c2me>jWmb=c-;1|_E$H>XA6d(YX}QO5Ue}eI*Nytb=LGPSzph~GU~PV zW09_M%f?Gg{XgqsYZ)#ae#R=|C0DWayLL|0i3L(`IWJ_j?QhK9v6**J;%K98OU4_s zx&wENcUz1v4pG?tO391maGj#&VF_1{V$B2V={N)Ew50 z4BE5LC_2RX-V?edP5<_PzdtiXK5Uq@pZuGf^LIj1Igx&EtlsWcujla#*!~Y=?;KrO zvn}w(wvCRRj%_C$+g8WwsN;0pv2EM7ZQHi>cAtCB>Ff%qD3A4IEvW$|pn-y#ytTMZ#zl!D${6L^I~l zo)MD6IQjKo)S@z*G@e3G1h>SERQ>+t$6|*WVD+3Ft-)+v@x}ry#HQAvFPu2=Ej%}E z+fA~WvsZXIXVySW)(L*nu{sTFWWuqgJ0Q>a9@H_$54vo28%Me*&v@Y&NqD)pke5vF z`2jX{v!&pDdHInYj$gUSX(Zg9(@pK$GMoKqb|qS9r{&r_dhg*kLe=NHxAGrs5vf7e zG<-##dFR(=Y!z)U56}CnncCi2PpN9;8jm4H;`R6i8AA-oO!g;l;nn>*ww-et*Gp%q zwLk_HOz~Ex5B|_7q%=wD69UN`p*2YwKn!STeJRYe($)y%$laEsuvI7Hf#-5-9+#*` z8k=655GE&wPvkArfwrD5irD3zm1(Ll9l&5YGGu}6ci+0I42&5sssSL282<%i!#!-x9Cg(oA36iOQWU?aRwA?? zMBEEOy){D3z`n!Z;Glrba3_>AdbwD(0)*#q2|Zu>pKpXuDzWc8g$tP?1z>n+=N-y^ zL^1n9N=Vcp7%tDzpn#X^TO)MRZW)1Wkmy(Y-*I7#G7p-qX^uS0 zAAuZBQdU{q%|=!c=Rl0m51KZS!!y{FT73dL(y3&|`5?eyA@F+R-7)2&`E>=maZQum z@dPCOCO&v?tMF6vu}f*yzQ2`_(0#DB@}ouLp2Bo8iL13?;ChGfab&a+F6VsJ*9XzZ zW@^vMKYE79*T6d9C`zyu)ZEtw`V>o0fO#|r7ltJa;{=y&+8z~`3z#@6448PY4{%@8 z1_4`^Iy87-Cx?^hsfgK;R>-?S6N+cvV88HXt+e7GM&I{dRz)OLsw=nC10FlvKN6WI zkT0FtB=!Qk{B~Y-1Dc+g@!vhSw_iA@BAdX(49Nvi*2denYtrmNNMK?Kf^BlSz!FbC zkl(42yKAp$6zm{>!`l6M)3E=Yuw+iKzA>a^L@a+C{0!L4N70&@SMm9Pkno`|SKO*3 zqw%ibIjmB-gHSBq8L;t>eBZWpeQLUyK332l zJ>zHFGaVQStFMI&;J9-QuhK;@3E$hk_l?>pxmuo@nz&od!5AM;S1NE8Y}?LVG1tQgM3PLHFRk7;36>gYbiU-8aMgoMr@*pk zs+Jqqy}-9SC!Q+IlpMO3kBtTXtSZ8!A8)1QO#x1}*qV?DJJ|*omx6*iarK6LAF;oS zWyUJ>T(%aCyooPi4vSZ7rW$i362vZxs=&#U9%ZOL8Hl)bT@&=Nie$|!rX*yeUEHH# zjVC~uB^Te`u3Fu8P{&XI?f-ihVa4z!IXIe$Q|9;DSECrjph3@=R5y+^k2>1}-#5=6 z1ts##fl>F?&g$YpE*;#rUp(BqOHfpmD%$jAM(3JG&_`eu6zFinnmLUn7=6iQgCY=~ zQFY2JgCr~F*+`?liK8o~&nav7eA94wo4~HsV0%qJ%~)D^=>KVpUOgPiAUk#!&oBR; zzkhFzggDwsCS zR(ktWJO~C1hjwqH<&zof?~l2#&p01MXxBy`b_=@TokOT3(kx*CRZBFxzD%Heh6y6I)nH*d~QsTy$wS28AH8BkPC}VVrn!_-w`zz$eU9R%WK# zo9hNU1!D#8CdM{;@pe}q`q22deH8g99i)-Ty8WQJuPd8nFb!{>g3kD$%04jq0+DIh z#X#{gn^kqMrTHVsLUs_o7g7t1=Dd7uT=2MY;`8%J?HYJY!o%G`mkMekG{8yEGPp_I z;CxNeC0pn2t&7rHcQ!!0-@xD601qm~dN6_}1@Xd#_b52=SbCR841VQ6iuTl58v!js zRI&Pe11^KtcLT}?GPU@818$p2@d9m~+|b^^=|8aGLJ#!GR87xvRbCVW#B1KQj9hXv zM6&~$L659fpS3`+`ycDKXSXBkjkF5JW!f!Oik!t|Jq@p3frw5WlXbkE?+2gEOV#*@ z;v?~!vMP6%)QftMP%6BINiGM-cEb5_bSLE)LdSGy=!e_q(N*&!vjSxSK+zI3$E1+Z zMtM*M8o>b?9;$c~0k9PtJ$~}0E27_%L^{(Ajg%LJJF&ajUBKKq4t0OPX|SNfSS5U!YSs{&Di@0zs%$=nk~xq9ALc12$9T;Y01Q zwMd_LqukT!d_*id#1ABBkgZEnSs=w9XejAbY>r;kA!%SgfAZoM5=KQE$YiR4#$JB zQD>oe3+1d568um)mo(p{&v+-5MaVsw#`u(;x^(4*Oyz~Na0dzg63HTw77*-T^T-KI zSo4;2!D29EvsEY}zjldG4k!l_Ohh`7RUqi6ht%aPH!3uDJJql$V};j~N03*9__MX0 zYhHO~U6=|)8JHuxh?*3oBAB_)Sj-xj@$mVROuiT-u)_G!ptx{=tw2RrO=qA-ez=}l z*A}p8wqt&md$?-TcK*3iDCG4D4liZ-;Tl(yJZ7y(;32+TwiZOkfjU_xKatnja<(-% z$d?p#yFjsim~z>d&jD+uU+dt#?}yvk!CRgddB1~Ij%gbe${CvD3?#NPl**xqd+;{F zU3u^(+xB9DK)7$0cd~I@PnEY2uumQ*vt-#rj_Q(PXVgiMR*YSjl&!eP{hlx|O>Q9+ zu2Z-4j=K*<9^0HGW9npUxYDvo(mO#HW`RATnPyg@oLBB14YF!~uo==6-CYmYz@$Er z)knnW`m1|lql_HlJNDgI*R*c`_TzH6kF-Zrc+NYz95urlOLUKV&qVUfs6CZ^BY|{+ za53JQk`yKVQ|r5agD`cP=vmF86vGxVgUs0!H{1m${%@+W=s%okWVC+ZYAm$ZpZcp? z-;o!S(%vR!_Mu3NMf_whF6S4)mDvN zHhE~W05$uu9D5!&vBj2$McLkcQ73PTzohD6=L;##%Q51wiP|l!a+c?4HfqBCst9s(){eeX zKU3^yy{cVHLdLP+ioe^YrCTdclWb|joWC%O!y)gJf$h&xRtIE6lwp5x%|J6ASM5^k zT*yR=G7Q(L%kIPO*-32GSDu^9_6=$Bov?$gjbb&GW6$yTvqmJ><9BT4h;$MJYJP-K}CpNZqMoL&)bC3+-jLKZ-m}J@7WT2uWt@!b6dfU$=FJ z;JQw`IT;+GHv!)WH&Or9NJ;4Vw$MuG-Ez1dIkdq~!~J6mrmSb!wRNWCj3Xp&=5~K^ z1W{tpRHT$m^<4f-zNUJ@t}kezf3;Xo$@8Md7X$qM70vXey*^C}Q_ktbKCDRacPm@3 zk3jGMZ2y$>k%DAhvtIXCHQczuIFh{t8??B{IL8r>B=1v)lX8!bI`wKM>rKxaOtQ;_ z4UHG*a>8^*B^ct#)jPJ(oN;%?hr$gtNbDjKmIHSt^+ajv$W6ftCgVgo`&qE{li2o0P}3DyRT1x+?zG zQ3Ed@q7!OR;Q`j5a!KZaS+K&#I~c>}`tSg*e=pm~W+KXm{{;DYekz+L!%%(S=O+4w z-Nc&zJK^g7`JAKj4CsX=0bkrfStG1_H}LhX~;vIdvnAp<@V(0 zy8{X;^MH&6)q1V%?DyeWGph+2f`lZtVw=DfHcX(O0y;DX*>|icDRyzXg#&>q&AD_f z0Ta`^NW3%dJf(xND>ojA1nkH5^$lYci$?JT;`ci&X^T-0_Z6p!-crjx}2p zV7a1x|*8pEyYPW$jGm5={ShQDn`otQ>kx22qe|hhFUcN)6 zP~ksn$WR)Km%)W%l$2sm#$J(GwI=5}IbZ&Mu5Kef{JY%6s>Y}gpMB-)=x;9%@7?@k z1^(Rbr*3~>!7%vZf>D?~(0wHnLUP-u@fW(JvbL=*!J=FY7vA?)YX%^Hd-?X;QzyjXlXT-r*QmR1xh5H6a;-r%mcxTQl;1Z5Vj<}= znB@9|k40e13(q{iM7AMVowRW%L7@i-5vR?|8GM2DHXv^Y?63R0ZaRpZsi`z{dJVfS zaKavZbm}m(c)MQW3Ln7MFP?tH7sdsBwf>wEY+k(@NuRKiyTFjiWm@FBE{)e=nq8KqrigBpRI-KKZ>aHWxXzu`%%omPD_(D*x_BL zp;1|;<`t<&vug)-V8n-@R&vFNz3@)(?8j4)bbYygzph(fK?D>F*iaydONgtB2${L;s?6`D9dloI94BbR?9t{08c%INv*8XlI~h7s4=c9qViG~7jUP63w) zJd1qQr&rxU8zb9o)uY%g_PZ$0lZwB?0&=fySZP(DUO*0=b!5qg7o#`b2tja;W?Wf` zkmw3F3wK=$hKyLU5Lph!jc8g3E*G<6GAu_PjiAJ~H}x)$pgmi6Z82vSoS)WKE+>LG z8b2f?KWw2XCT!K9b`5^%RfB91D#2uIIYe8R(gT%5^25#ZBOV^cJ7m$Cp&HrAb8uXW z8(|z3TH=|MVH%Ur7~^A}o;6J!S4VEp;7yLwz#u>YvX`Sz*v~mYG}hZ9%jwUuN~Fa# zVpD>5LtyCIh#&1IT#i}XEZ5zX)1K!c z@cz*~EGC^s+YuHtrCEIBi5a*py6ML+zA|kZLS;S`ud}6Qv&98jmDmvv*=e^s)~#RH zGe|+RS-*VmWT_{5Q$~6qK)-{Fm-{DC27wAt!ul^U+&OCO1vOV`qw=VtgFhgHG-~Oc$dcvpR2(B9} z0TxcwVP9h(4`;&b*61-ltkRnU`+j_6U>TNjEw6Rj7ue}bq?bwN4aNEk#j5rQ#oTX| z#?KSAuiUa3Mi2g|PF6z6$5Io*oLY(>7%EwolJXZsjs`S9CncRPw!6&H|5#5S?i7G3{D;@_UFzk89cA}PGMi( zVonz46_oR}h2?TbiGVERDI%OGu;BPoq#Bkf3FD(L>N!wHd*}=2V>B@i=w!F3dz6lv z@4m6b3z*FYWT&%acdy1}pNKt-6;U!MM#K6k2Wf6D9AS;MX3!7?pYyY(PcxhA$2%sFv3t3cS%f%@S6;%0w>q5ve1?4} z>A*Re{#3m(eZ7Bl{`oLZb;8i;A?l{Qd=*N4?E=)I8|&H}XHlzO#x*h0ECO7XHY=$x zaKmV_e$-P>&$BC}p~d+A+B_UssIo0yn9`980*+aEY^cgeq^@GJD8zz*z`k#*Q&TVe z{1VYD9bY+>n_JP|e%$-M9&e0+u+dTT%4*tKv-Jz29&-iQuGXc&&!1|>E_BzYz}bC3 zh#Q$a2swuaT0;w6tq-8|0q1ZMbh;&_BMjX!2f^R$yT(F=l9L(P=`zTwph;V?BgtD!)lp&Te#S4nA zN2;~vq^@M~N@xcMuPRkWJWah99hZt_PCNKijmrA_6(PX8iVh{yrn|IQHX6#wlkQG*NQG0AdV(D_uNPkl@! zJIz$>SXSnYBu2)2TPwLxD~>6SIDYutZEZiE!)N!p3%Y<|HR^3&U(I#MIz48x6HbnU zwxJn3cDmq*oX-vwu1(m@z584i;=JUwzfQl zYo9&eQ~0xG@>h>x>_p$8*_R+r@5LA)P}A&93{qz;8?f3wBlxF({F1zR>viMjGXT0nNUf7gcr}918bG7EG)`)#W2!c3r*cM*LyxD8q z4S7@h(L+XTw1Icz=ZO>kJa^8N2~m$al>$X55JuyuF%9CWjOqZ$1iX#*!GOQb+QmRH zF7tYIAeZ)70awNAT-cqgjchh=fljgF_|vv;Pnug;@$@#CuyyM$=J;5Z=lA8C){9G^ zY!P06u|z=_+L%xdwympyWS|{9+H`l(uDu-XYxHgQcJ))yk)38A|93w64tD~R&~tUbxTg$ z#`|E6;;kdJPnFC)>2WksiOay4Jr|O5&Zcb+#7!a@@%#1s9{c=HZCK z_0NcO!Ecz3thP*1ak$(r#9O)Pj)^7odm0(o)z-rc2=2y@u_GbpG?E5tgC)P}QEk7! z=<_cltZZh3y7Td(z;S4tD17EYm9k^03t>M8xmxXCYkDEemAK+f8X-hV@~pV#x$%td zCh~MllDOP7g>3f6s(R7MojhY?NO*F}Ik?tYCM~A#UlVz!QM5iay46Gv?!O816z^9@ zRqljjibF;c-cY#JL=M)!iDl5L35$H=3E4Nh?(5!7#)=us)f^OlBhN^1#p^k|0&^WB z`Q}N(aGU;yoe^>c)fS)VdO{Srs#3BvWYmn~LcKN2)RDf~n|a{jT976Vd$|ki8aj&# z8&<=N6PYsK7@&$dRZFj@tXEU;`%W)h4`Zk%Op`GXPsP}Ts-VLZ+W@N-GxjKYy>tBI z=Lw-Co&F>zkW2W>3QohHdq=)3*mMX{rRj2QeB^XnrixKw2=|4TCc4k`MNI0=Zb zU<_nE&%nj{dx5D3vWq-a}(Bdh6QsYRB`NCm3XjQ>?I)%%>TX&`5i^1!-zYHoP@N7;)IOZn% zEb)xv%srk#mvmjX%zb2^H!O_J{rktJMC6(K;Yk19!^J*lX=3a;QbhL5{hb7(A1OR= zuB>fVv=O$D0$d?G6S;0W`9#uH6Eu5L)fn1p(@|%^5$_u&qvbVT<$>p~7PNiFjncBN zvC57;n`DV5>Q^m| zyX%kiZvE^F{Lxyq99XLZwNHbJWAG(=-~Gs{IrUd+B5l zc2J{i`NT;t%or@5!O~qzg9TEnbR(vJJE8Lm+%k@ zn>p`lX}?Wbp1mdHAoktV34dj;#~~t3W%RU>5T{wB|HVSp_`pOw4ukF`(tRn6;CS_N z6fO{kK43UUNm$6C0>flvRwk+>+Fa~zqM4fgr;~7kxXFocI{B(lB3sncZAPLC7B|_42d9Opdyn2r%34hv>2%Lw6a@L0}-UQ8&;a4 zZGdeua_;Z0NwF)Tc3>VeG8dZTI6(u+72O)QO~Mv4JbC9%zbU5xYG4XdNrd!uvXyW# zQ!T9U)k1$~Ep^DKx_?%v0tRH%vJT1{RXBm4K* zKNw;#P+vlu#_Ga*Rg#6*nSU1`Dx5lkOw}fd6G3B0Eki@NGrIod(><&@J##{tib_KP z?1nIc+Qmq$>sv5_@DXSRNvELc45*-Ex!k$*>NuriV$2&)Uh>An%l()c@Tf0R>#Tof z*jbhPpLm&FsN?y!BZuljnlnPA0XzTr8pX>KnX&Kjxwx)2LHE=7Fq6;oVEoQDEq=E! z(Wvdl&4hPjqe`F)TCrC!ECB>M|T!@$n$X4MM03q2yIZ0B6{4aUB;I#FTQ zdI?dYtyg}V+wsAY0isUAl$wA&2(;0+%Q6lHPVZpQebqk3SxazW zB@R<6z}RYK$iOS}v@U9Kc;JDR#Vf=6f~ML}0||Mau3+)=o|Pr*VtXn$2>Sk{c7cZG z@^!qILv!LZ=>vHX9B=$Y;BxGOdO3IEbN?Y z9RS!3;8@nc8c-wnuRj_Y3qunJ11Aex8zlo9M>-)}D`UV}Rt9E{L@Y22f{sQ2%!`PV zk(C|*U$Ousf0X?Z(E<2YdQJcw%=QN+GO<=AVrQfO$_^miSz#E24eTULEX>RSr?GLc z({plgFmb>zNCKcG3nM`rGXN^Y_&-At60&tA(xPMG0O$g|6^)aKjv1f^K=1>|KL7>9 zLJy#C0bDE~#Thd_6C;5C()piu0D8y-z>fV7|M^eg=no0?|1rS-wE1fWK*N6lZ!io( z2973wO!9x5L&@3D>0j0qmK6DO_8-#%5GKHpvaPtJ$TtH!A_hrgfK@D<-2Nq2a&rWj zsr`nV9Imva$b*FbB|}^Z@=10IUBkF%q$IFazukNc*J& zfa(D7^Iru3;`t9T#>xtqFV;U4F@RnJyprzUN^}6E9FZ0$J1adSCp#M(;1B@XaT5LQ z5CHFMv9Yny111Kbi0vyQU|4{Th}i!#z<-?k-$4Ur<*$anZ8-kZ>pyD$>iOHt|Eu-? z*7twS@wW{p3o|_jz(d%G{>uJQ`p>v^hyakW)?Z`%9o+vd`>(MH|9Rnm_577` zaBu?VkMS$OzJPfHSnqFB0HzK|oB!|Xf6UVV*5O~(f35ac_TLh~W!M4N_#ck|Ova!8 ze^fIu0?5k0KJc&VKUAd-AVUQp(ZOHy=m73N5j7%K#y=kV->CD44*vH|_kUr1fY)CA z6YA568MX0eL=t`cfMJLgHO7S^MG=y6m7sl*x8U>X5}-r(53k+2q%pmTYU!G3&NyxM zr<-A-iEz>OT&XVZx|U5{=;7J00)2yNXOnSjn~!Kktr(Y=lgTqtrK|PNW?3KFNpidf zZ_h~Ac{-T;t+vE;ZJ<@Pa_8wNSxSdGZ=K?00JPg=EZL)Vlq9iva@`xUvlLg!XVtLy=lK>BzX z>{tTrOCSu@NXUZ(g?B#XC<=jxVm8AFnL^b}H#bqbqKw^T{$B1q%`vuI92G0Cd_Y>C zUmtU5XiSlh2uz+33RUf8tVB?8cppjV#!rbASaVed?FA` zsqa}6bP+TXih#oR1`uTFQb7@D3`sOJ?s5?!>vL&OC*`vE3C0J`_|-+_!G#FLem=36 zBw0c(=YsU((T5M|j$Q~pkDvnP;}P2uqMLz7A*ArLv@B%nMLl6srxyX$EAVBm$KJM%Asf)UWjjq6FjX+r1*5%s?PD>;}`cOb4 zD=V74*zL!qKz8&%dkyPLZqj>AUr@8o?15H)3JtauE`|uzF zB?9}bBXv}>9zNWx0tM>=d6Lc$oQETJdjZvj-bjdlH@-^_3-I#cuBt+P4 z9LWv{8z1aiveeQ8Y)3%!=+fe28-6lFm!OGFV~pdtp%eUaqNw60l5q1i}M27Dq0@O3>9 z=Fv{-lt2%-*44WU2|_ew{;69KP{M=!)8zs8RR{~xFPZma^;=lP*wOrP)zzWSrw~rJAk4ursI&07h`#W4o>U{LOT-#)+Dw9$v3S|z z%`19fR#icUEgWy#GJZX>wUVCmQ1rGZ(p9c`QXJb_zWg!3EGd|1qVHby0hGXgR6 zARncYu7Ljl>DrcTQ@VnAQ>W$y^XTk9ljMk_z3&07x+Of(L0mOp;6VUIbtP^hVC#Li z!-Cir2jW0)zk>0kp!!L;@nov>MBD+q>0h|TeZ|WGyy+VR6ucTNx9!oVxFpafZWCx- zh5NDvR1x%Z=H!{9B0!~z&O#r(PUsa~tTh`l!$&Lolm?@n^&>ON{u#?EXuS&Yq1Sy$ zA`@bMKkcbdUg#ayxNjp+DG%NYY_h9XF}B>u+GKw3zR%td>zxm14fb?P7i!lQD7by^ z&G!1>^J`MMGVW1vV;^2h@0#ut`C}Hr`DHm^)xY&bi&Ty+e>aK}5E+NS>vx zUyfa2wb=w_zG`uxkxT+rl9Qkk*FkpXXp!Mx!VOnqq=$5SCP8PdGG7XpKYIClU8XPV zSR<{liIqvD#Ztr{BJi-YXFpx}1|NbpU#&|vNj^O~rysVfHXk0Ynzy43VhA4+o`c>^ zS1AYwtqFHCPZ^XyJ>JC$iatj(Keay#EsH+cgID>QPPE@SNl(3hplf_;G1(}+k37%_ zxnJ3)(0w%O4PXWxtmwk*E$coFvuM4MLO_uC>-g{Kdj>}$TJn0WLT`qUQLM;WaoTV7 zMWZs^+K1zvb5rAysfbq}YM^C^&eu|^;osupa*DY?^MVjV3HNCD(sJ!^3*GV3@qB~h z{rO;#b5wQ7Xumbc;dFFHY&hKg6EY;n{~S^dKb$a+z>9Jb!xd`vaku!rX*1LMRj_in z;H3WE=6HP(_cDL|@#Yal=h4tuZ;>y@j1b|RyERhX;m7Uz`H$Gm`$22Siyr*dFza-M zOgfyQ+Irih@2gu3^(NWPUZIQH47V}&aM+E3AZ`r@0vYFA-qqG7M)l>>dRDV;b@wbW z_i;gGoxUPuoQZ9}+I-v6^TaK8J*DZo7ZWCKZtH(rd^CbK4Nb0;yyrIrekiUY^Jm;f zK84WpKE(bcxt1 z{*ENH+>Mi+Um>{FFQlg9pEYs8-s7iV$GqYes{}?4Gj;4FmTL&zpTbNWD|HmkB{&!9 zB9?x1)&`w3VNM~In~rpT7VaWuufno|9U;VW5-v6kE$bvSmt4nhQ#^aDjqdE{s8Yu~ zEy~hDjT2$Wg7eMAOc(sECqAP4*Ncg>^mkBc3_Xu;k zdnq$RwOggG0KF-TpRV1nRD!|ImoXyjZnw^j5LrS=s%$}D&tCNGzI?F*PCZV5G= zi$_&gy~NNSH5sz91UYztP?RM3^8L<~0pjW<&Pj)dJbbCJtO@KQN=JntQExYh8oS2) zdb`pTN8qt`KI8ks?E#3IO6k@Pbtzb(dA;eeD?h8Aa|p<}yrb3QA(4LY>r;=hEXS|` z-pQmOEsRK@k2LPt7h10g!jp>!$FffDIedcfALR$?tc&ZF$}Zw1LS;a{5Wv0u*M|@4 zV4v%Pg7}ub%iVjWuZas#Ei3WxAlp~9)&{;#P33KMv7Xi{n+SikpXK*csG zY?rjQ&|auabx$bz^vuk!+yL#F#dX>kq;E-V;NKzkp>-4cVy6&uMxR(x5^rI2C5@31ywEhnEp$KdKq!%ZQ+)-cd)E=^ zR}A3|)_I57h?zP90lx`Bz9{)DIei)UWh6Bu5OxO#;SVc<)>JZPtsT)+u3SxLn6pM; zb&3GqKMWz}YX=no3ch#XD`0o~60IL6gtOQpAaRHh?3p?ANcI#ylxPnN#u- zY&!YX{l>!C%X%ulAVadLc3fE%V?B3(n6+e%k2RZU{%&lA$Qn$G2ukdVvzzvV&Qf=N zu1-Nq*O+?Id~`G&hb}Jhd!2cVSRxiNFDpN4bFo{#r8sdyLYy0~n14nz_BRveZ{cG{ z_hT%K>M?`gOyJySdHlvk&EVW~7nQ{D&o;H0>pt3Hn|dzzuIGMI$h~#EKMgEDzIY*p z($c1(Yc1CB%rSYtT6dJ{t$J=}U(&aUH=A^Po(r;UuwO=bf1*BKF0m}R9-LF~JAS-3 zmdpQ^f8(dewXK2JwZ)VEc;UCLblz^4Rqr)ozx&iWPasR7{^Lxin~Kq@+H zlBb$Wn&K~&zvoq+)$fDBU}-NA#;XZuFfsR`MWAhWS;DEZD;eD~gRbhLhd zzu$)2f`apoT7Fc<6B@@U5erBcH)uxO}!#=ni@rYkxt?y;=g7_y&G0i2)~hnHkj@T-hV z#JW-eP4e#@ihG5#*hw)xG9ZSH_4~Q&B?`pH0om<0$cxelUK|gsT=5sXOW4k=#sP$N zdrB>Dl+H7Cd@UsWh)-TIYgBJ;6P-7Zb@9s}JoWL(=&#sW%&FL*@@xy{<_Lbs<9XBO z#B?VIS)$?vtdQ$Wx?*=jzf1yT#1wUCf2kX5Ouuj4Vz64Ly_rrxGbo=e6n9@_%hU+% z75It4>&h*UDS8y^^vbWzX&d5;U9Chi{usV)zI?l?Rfnt3bcxi)*OHtQH=O+3^Iw`0 z+%ancv31)^uF+!a^Fn>4eQ-M~H<_>QP*)wq2U!TdBoQkP-hg3QdXho$F*KF{S;h;< zTa0CHT%!9uY~y-@cFom(AG5zLqV+4QQ3!*6UwkYoe`08Cq)u~)#W5umEIDIr?m^u? z2%SXLs@gCgUAk;YQ^B@>vdncMv{LihUNU<&l$eG-7Hv*7udL~!jg+9uu#yx(;@pvJ z*-X__4dpyZpWT4Pz&>)0)Zll`&e*N0=XbyIfb6@k!jqBMCD_bP!=ZPVi$Sd-_ z7HvuX1#TRu?KtkuIUM{8uj@-48ZI$hPSCas+*r+OzR{Dzy@-!^-`mGxg@f4YI$hnc z+wUEw)6zL-37DfgpB!L`So#^{^`>64fiAYKrG^?D#C{b-sAh%2#9O9UyGJt>X;+e} zNbN!FVm>>hSFcRc9WFQ+Lj*}l4M!^#RE>8(SizYZePfG>ih$wrfDxrm@h65zWKtg{ z5uqXGlZeHBlg$OkaR`Ld7jTF(z19SXP%8HN-$FE$whlVD#l3 z+n*2e8z;-X=-K&FXXI~s-r)>hmm7G!L6U4j-gU)L2vYiiHio4Px2vt`5^ILZ%@&Jw zR@t`Gc)eZC!GzStHPw1g)r@KT`w^`~p4XGd*YoHFiPyImPTBZzP7e)8q^d7ozM+a? zzM$-Dy$oiBa*4xm$t6ND%GfoOa`p|)Y)RI}f+VTBxN*ZQTcaW>rXJ+cvZkh%EXTfC zV(`s7s?2-ce25RORipmMh`)HSuClZYWue>*SNzpd?r~W)Ex>;{SkNUkq8=vqi7 zBTDDfi6>OndxS$o@Kqz)E8X5S%Zxpa^_I#fNMhZIdG1vY@;{w=i`gu<5x)ltt=YdE zG9MT((_l7~87GyXMtmoL`*0d{@vi;2`Y43JvYhz+J3j(v>}LnRDppav=-equW991d zQ*R5AXp@#DuFwv3HQ)+8V>RKF^y&1#vEA`WVvm`IXv0>}pjPg*?q2T>@8WbTRcmDe zjtwW6dg0*1Q=ld1i4SN=l%n8b6T~3=EW}d5Q}ugJ!(g}f;t})ToeCt^f}kTbPw^)~ z=gwE~S4y~Su=w7BqQiRSI&689m#e+>Fu&gGO*E`$c|LL0Wh1bfb9?HU?%wkwKaTES z!|p--#0h6aPq^)0j!G_O`btfnIE%vsJR{kh1`oDx$wY%h8o}F)H7u${Kj3K3ff?lR z^{X0%mC(LvrtO;u$+)VxLzZEO`z@<(#6};wp~Vg>iZ6*YuiTpZ0a@E&!yqr%*DgGA zliW}D(Fw?w*2~rU=i~;lx!h#R@7nFydM$a}>ID~RzR~<`FBi>^y51zonWmOs%?)7I z#$KIq#Mr!>Ni23uF|Elm`Ul^HrmKvwB%2pgZo{1VgrI>^s+14LvDisX3A-VOBn)BuOiB!L7mB9I(z zQ6j(y?_)e9AU{|%rO%9>oRF0AO-trg22zG8e%Nfqkjs$Egv$))>+k_fs%&y_K)7;p zsEjx%pY={+qjKt#ryA>bhg2c*7A1$-k%MZ3vp<6Dz_WNa@x8g8B1Q@FWL5Onm=2vT)s{k(hMP& zK&Vp&fO>|l=gBWoI;4mRuSooeRxy#9H9Nug&C*Rjh67`cAc6&hM`J=OP}1LCA8NU_ zW{0skiyqk;=;CBYXtoc*eO+7HANayvvgSG+VV3Xbsp3G0y{VZ8x?a-P!u?f`B2Y1W zf3D5bzS@K}f2~jQfQ~Bl*aQxTRU<~*B|>+Sht%QKJNdTkp#fuzs7>7VWBJxLErfuU zbZ;&)*=TTGuF^}~*{VOIqAW!-?N(;hJuX*tt$88H(cQ!(i2jp>EzHw;uy|oH z$otV@^w!4?5$GBEC(ans&LI{HPPukL{I}s5;3&;x-!UjK$@^tmyb&Q{SO%#{R}2KR zZH`(7SP~76j#L*XC(@gxQo2kI-mrBJ#D30J9=5tR#bfm-$`{eAwXo_MZ zo%li7gCo#frGW&YQBq#{fV84vDP(=~&FTt675NEsrm%$~Ip?&GO#F;8gDZipakdce z4xcwry3EVSC{P=O=*=lJ-f@RR18FfYfCdJz#({In5!GE3gZU(`p_* zWuB`by4w$(!-wNxt}SGwZRw!86G!k&jCR4hBTagFDIbGP*?WRkE%6d31a^|*K@QO5H`K}>FB_yyUiZkk~0NTNu} zi(DiI*#iW1Dq!QKA7HtWZ!qHv9IKH*Wew$SFMPyo6p7tBhV|8GC>)r%W!!awhoJeo z-|;Op%<@Y!uKDmDuR;rfsrU2nVCD{C=hIPttJl-e1~0#>6Jj(fH{mPPc@gnib@WnD zuWkGLs$S<043rI07lklENW4l@CoZ7;jV!~NIY3&!t=kasfy$PZw*u~7 zwByKp_u>>UC8!`KOiot_+U*n%5})UnSPErLB!Sf$KGO|0)=|bhUYe2zZ|F(j-j`^{ zxHhL~|0C&`)fHZQ2TN=WitT+ApIge-?cKSOp;6K1BkgJbL5_c&PqT9=k?OY)guq97 z3cQ6Y{wFv{t^^6RpCrj_Jd99();2NOg}k9e$msvW-CF=fwyx=#35mN?IEA~rI~4Bj z?(Xhxg}b{;;qHZ7A%(jYQn;a;^2}pJaZ|`+Q02 zok{5--lAQ{H+J zb}|?bZ&pC8rN?$qWO>7{C<~HcCRbxWcplH0Jq#Yh?n~^t**ttUpef1dU~oNM#1au* zbPI0P>NCUmM$?A&-*3@ay^?b8<}=xl>4BhlT7tSIra{Ql*ACg*#j_=pXho7z=`xPl zl4f%h$^wvq`j0tSE$Q|1(X^)8mc!ttG>k?ySWTuR6A$TF)0vm4rrtlJfu`PT(Wtkn zax?6bPrp#$eR=cy-t24`6bQhX@6zj+qPd4t@=Z*ul2nNnqdl1wO*_qp4Vb&FhSetD zNng_kOuHG&`D=J;IBVE!oeB_;KQ)4z;$mwN0!?X{3N;O5*W-)bS^a2#BpN+6Wtn#? zKIeXuuzktcWAzl0Jt{d!#qPo8R&sWgha^pxxsZwIg8-2ukE*dGNPcK1}6&c%N3V za-tgpZu~wc3F6$tDlrO2HXCVc=pkE~@^wN;Z03|G}bR7Rc82;CR64sC6Kj%k-9mWr! zgy91n`Dm=b_6JbHNXO3l2PwhH&iO${FtD)yN1o)L9_qgrCjT%R|I4BOD^K!|Q>6I! z+Uft`MEqH7{eKHe@?nkti;DR0g=_su66kysYX4UH|7a=xCnECEh~X~=3kwOi{S^um7yEBvDyz`tG5|E{+D;b#APX;~*>GV%jf@W1eg#9bBs677d3LeU%; z_G+;11IUcF)sI1$53=jwn0GZmgxO3>e`G2w%W&GY-r8B0YY*x5`V}2!((VEO0u$sy zqqwGycOGoV>&lF(;$*u-+PmE9Ybe^+_Tb+~*H`Q9#x#$9C*A1*+-MKD=&o>`7V*kF zB>2<^PN$*a2;@awkYev~CAJT+2pjf?WvdFSt$5|WY@6yucNAgsWU8CUhS+QaQU6?= zL`r|sULyrD_44dnRAp7$!yQ+;n}DfEr9p%j!9?OBB9&Lt(BKAhzNYa?Z2)n|Kha%0~q-4V1)m{ z6Y77KL-=P)fd9xL{IfH}-=FS(sJH)Za{N1o@WEU${6VYzx4!BRv;5y@%UKt+JKE49 zgSV_2{e0sEa}la3Sz@pWC^S~WCxH@hl%Te;Ia(ej93RN^s{V{K0R@yCD%27t0`S6hXtqLz&u-~}4MCeu~D=ryS)E~Yty-_OKhGOh(VSI0LB~u zq!|D>Mz1;?6rq0!Vr+neJ#U>r09M16C%_U_6bKIm_5+PO@ApegFknsok?T{hU=6Z3JE)Ov z^(FFy&IF}Fh%(2gQ{*Ro8({@;&CCBXv z8bU$q`V4s8ruqa_friOs=afZ$zH0c@v~1_VBS(~g|5&)=g-FjY1D_9 zP-JxLWhsN8SFTJ_*$OFVz_HZln@}k?6{2;|XO|A)tBC%|0BGogRU5EQgJ<3%OM}q; zgwSX}_oM7yiuDeX-dtsk;CdXSma2zHyk3(JwUYtGHlTclz@M`pH=rX8!oJu0c7t>_ zs28CHI4E0bRJKbe_ky|d>PI{@f_fSXtOI6rpfC#K$=jMI%rq7K$U)Y1_Jz0n>xfCkX~iD{?Dz90lXk~?`+gBxSOHR2FzkT5if# z;0b*|TIjN0!1m5{-6z#vOLf>reFP^kX-u!-sXl=xJNF2eI&vr&nz(8SM6B1{(hfJ9gbX|x)W;B{*;Q~ z_b1Rn&`)u~sJR33VBGG%snGg>__%O_xL~`NFi=$PNMC_qah{vu-&)bNR_w)bgm5gy zbp$TJUp}v`I@Of596lFx=QN6f$PJ~pGbbH?h!@b!RC9kigwFc7RFoc$(?{}@(96FR zd_R8dZ2In0b!+@9U6rUA;yO|@YAxrYJI14X=>3yl`$OiX-eK><`%B#Wr}ulqPakZ8 z2Vd9K-b13qu%9a_*82s?0i(~+W4xl>4!3Ro(Xy3$o=N!Of_>=WzM7|(;WJ}rt*PEC zUjzLj(eRyyQzVabIygSA%(2iZ1^WOnDY&hCW zS;KZ2_+*fG;+xeD1z9=RC`2CivC_p^#F)vfXDnD5TBV&n4?dSYJ=dAKyjoURur^om zb!T9^$PMu}UVI*pG|Y*Sav0qK$yqV~jtXz)Zo0`d=p?03Lk_*Z>jk#H+eU~rosd?_ zl(k(BW#(Q(kG(~iseGEQ%+hN#ULR`~A6@G7{UH?H@jC#psYQqdsd~u#8%9A>)9ea`Y^<17 zp+dMAaFzms&>tim0_BC9V*vs*u@D4GI(BimGF*&Yyig%ptT5taEm5$u-CD88`K7hq zNGwcT$L%avvIa}T+eKkJe0!hTvnJ zT(mEpp0jBvqipR}$^~;#oy?Ua33Oj?;y2wwwi=yhg8dNTQP{N&(cz!HBe7M_Q4J(} zq;r+|+gaXDLn!;{kQzaeBPx^`XwN>4xPvQg#vW7X9^c=N(_m?>P|O|^SH6Zck~o+o zEAxw9sjla-L~qhyy?=gqiBXMeA*3#t^CV5+Yw%1_Gh`xBrCez97crv{#hyF~x+J)a zvkMW6n5t9n0{68OOzAJ3(Nj-b;s z;?>7V#avavGhF1R+GuK8tY7q4yyZ8M!GsRM{jsw2ozXEp%HfS))11E~)?B72f<{O< zw`&;Ab%~;6pA)c&6wH&-=@2^{n?}S4C&zMIhqs`Co0q0MeUtR*44D@rIZ8UDlg29M zhNrhZ9HxpxQAMD~@J80-xg9Se;abluQ#YJr{V2q&Dv+#G&mLn(ND}B)1)}M+C(B;Y z-pXBzzc6&L&^6)J`px9Xm;-45&5M9tkRtE~g-LR;_VvdRn_w z_r~%x=3ZGXyG)I?QBHeCg%d286PL_$Hn@a|%3A?75qOTOc+qWaq2SBIaf>WqN;5-H zOnVSlWq%q;K~N}{8cy0EUCaMr5`sd5#a^X%APWOp(?e7i%==YKdKPK0j!1OC>GCEvS%QW+D>vJ<4-T0Ge9?GY6bi+{1iqV(fSZ%(J0yOe%r)6o59DV1^Fz30+vUVVQ2!1;O{qr;?OU)*YN z#ahemxsPw6duZD&+NpDUFI!2+XRT}fFahohfpb?d0@wAF;P&6lwT;Hp0|0=?J_$7wmi`Z&796| z(3nu#6Fg}RG9jN+4$2__bXRdlV{6n>(FE5k?p4OWblks5oyqk;#Wx}YOjj#Tm%q%5 zh#L^$g^;q8<)S8;RR9!G9=$GQ)C25>-=u*oJDD@zZA12*m0$STI$4vp}=`H_Y%bI6QSQm&)!O>U23{3R&~HW-@4z(D^Y7;tb5>UQPh9TcYW zuIMAV$?vSC_akco9(}l_15=K&YP#J~`&oTi-jGp1=9luSfpcuhuhF_6w{Qo0vs$iG z^cLy2mljz^;~O21`LA9*Xx4~m4l^FC;I@iN5^S@Gcd}_PT zD+-LBXC7x}szt4GJ>5rbp2_fd?`|G@r{DR8yjv1;^t9OutT@BB(!u$$IP zu6-F3&DNIW9mWMAE{ZfoaMl#EvLGaDR3!xD%a<-;#oI7zT?f&aFly<%!Hp^2_m8jY ztz51JoI$!Ox!!Dlb&DHMzgoItcYME(+fujz1nSZigQh;9YLWip7$@HkxOfBK6vk}-O@D#+HR$Sa3`cpu_Q~>zai-6n zF$hv0n(?SbUP4+KT=ZB2#yr%QuHSFafX|Ix++pGx2__{K5{Ll>K~0vbmPE}vh7uj6 zf2rl&#wRti<0Owm5HIC$4Qx%XNE+F0es;*@IrlA|^0}g429W!QDbETq=NYhQ;xS~7 zv($A<12qB!N@X)@SX%k%mvW=vvAQs&>3HiOL%nJ>yMG7wm&3&=6_#NWZXweOm_uwA ze;4BkRmLC^Qhm(gs08`htesm3H@$m#U@G7a4Z!S&Cfq`40`oToETw`NgYVEY6LP2F zICnZ91#7|%$|`|RAQS4ZN-+u$`^zZsRe*9agtxvidZc7qybe{qcuH`%X52Ab2}05x z(XLci;j7!;ZmQyKlZ%+dTD{;_v>(5 zK$Y9P7q}i~{ZV-(_K2SqrF1FQDcG&28wQ-A%1zu%=8x|gHWpY02xO)~%m@j5o5zlv zJI2Z&qp1|^U4d%-T=XrE8x77B9F?}LvuV12uY`KC1;p%o?RJyg?x4#}JbjC=OJA4l z><}D4bGj-dhe7#6Tz^gOExNxB&N~{W3h>4_S$sh!@MKif6Ps$Gd0Kvp@ zA%FZ9JMyHLjmS)7>M#x2dn+R5wlHNnj?aAA?ESI{v4=|ITG!b_?!veJ!?7K~&>DS7zQyBH_Ox_v!@+2Al%1czd*JKH65qo? ze#r=lw&ziy8lt+dMl;DuUB1D2){xr-8{hrPueo(C&$$#G0YMBvc5QPp`qdx_tWhxq zJd=4N&?dhSIc6x3D@Bw&SV+)HFolZ^Ri{!%+eM!WZ!th@Zzhw8X=Uwi7>lx%ZTcK0v>l#yZSFofHPPVT|^mtW|e>d>l0!A7<@D;+K3`lRy`xWk{W z#nBta(T3B#zOCF4@q2b%nsC#e=Da^> zh2^IAtcr5qD}^#&+ve)IS*;EYNvUm;`n5~ek0#g8e@oVYrIQG9FnrHZjdl42qE7u~ zdgfWW+kDXYDvg4eF+F_Xvj{Q50#Pf6wDZRJW_=;K^F%iu?~wNK?9#3TX%eE-|B2V`&5uEK0>9wvfGtQWKFuaMmA`VIA^`7B4JXbhZ zAs&~AEsyKzPS8j!rKW?(Y!6ieEN>lRp>)jR$8rgPev+j zo1nO%EuXV>5EmywAsa3?MADU&#>A%*5Do_6^fWVp8Kqzo76Eh30pv+P^oIGqc0fs*-bn@b7HZ7Ux-YV^2_CM{mKK_q|Sm8;e?g)n`H3^ z$(lhmjSO;Ti;+PxFB}HX%a0hTY$W}eKt8fshyZ;=Q;89gb+9Nk3JkEB@^ zKC?JJA|&cDl(m`0kJ21__e{fAJ2d6UtKeYdgOSSw^^|w@#gEp{t^14t-2E=+Y0_)& zg01Q+;*QEMd~90&&vv~>v8LL$S6xb>>>9X6d>`6F-89z}>1E;XVfcTH03 zd-Ti6>mDf9RBoojH~^0fE&MF8ldT~15YBd+geb$i`|3-sOFtzjQ)} z`NY1~`Wp0--_Tz@U(q{ezHpW3wHzjAb6h#$#=sUIhSI1P-AqjaCRj>9-0K8Oj+huV z^?T3tW6+UP7)m0cjBdGD+mI&&S_xRJS(4A_>p4cr@z6zxfLYQ~=CLRHP2sMwBEI zm9rwkYM&yO*trXny6fncDhN$TaA>>Ro9?Iq)baxB%{_N?bbMN65%w~c8EEx;rIyj= zN6zO9eox($SZZ>kdPXjae-B zbkI^LHpA`9(g_v4i*X58fZF@v}2&*HI_z*_(i^)64jPb zOz<|VWez<*C{geMz1$1vPrQc7?RNs8s$cu8A-do)u)rW-rQ$L4-#jtyb`=04^V(`^hP4b=BgpfHM$l&p)J`CjQ>iYCcSgtd_5aOrgq;pRwB9>8WZTg6QsW!llw=C7{{@KQE-8sJE68f7B?( z^9dSf3abnPmr-?u83}?gOhNhcQaer4JD*?(@>_I!SI>^C$i5p*A{wuTmK>JqpnVx% z)G{S#<%qRtO=EpH&*{o_j=%r$wr)!bhlJ56P|0e~GWqFKqCyzWEWqeCqi!fT0XkDg z-L4-SRW*abTBx?XkrJu`Mb8wt0zUa&rK&fNjd;NNHTp@kCnlvLr%io~MVo?8TaxWX z5fV*#NS2v^*{TofOFS(ZCkxq(e|%M=s)#eoSxxv%v!}|>{T}vlmx&ftSqFh#RrIvD zmhWNwZz8_07FkhC-qFH2oFwnwcUdo}C*8bpaJL7gSLZq?y3bg#eH}T;dM|LC6G`tf zZ-Q?MzBtcAhq?>obAjNY;ku{;bzJ&=mdvy0$cYi#97cxc_4!Mok!)Pk{NSmbz=iRT zcO;xFW~v8<^si0c`6@Y%@z}4lbF^1{9+Y%qU%jsukDF1Y2h7B0=I#Uy?{d?BkC8=c zlr62g<9z=16*4HGG-ABE)LL0|&@{*u6Rzskw#uP!2`@L!QK+ZOUaE>Cc~~;MgriYn zMTg-D|IycDPw*uFBL36|H`CYiK*56n-{*+Z(s)(3WP3mj|COTc%)!x9PKVSh8Vrlqs4S>!|9@vvE>`N0DH5dJZ)a|Ml6>YzQ>7vGqHDAOE@> zobQi$PyXZC0WIY8?7**RG+zWkDZevQ@|yRniBM_a4(vc-Xc%^Ui;acc977$ihH()) zVcI17cJYg$3;3+m^^~|4V9||h=8a;Ccb9W?GCIRQIO<)iN|Y&EPq&9(zWoCS~W)};=< z-i`xr9JNQ)?$?Sf2ei1KJQ?m;4hbVhJd!*$2aK@{m+mPe9Nv&|I386B3Pf@E_|s)& zF+5YM0iV&Kcn)&6FFE35cor*L8R9gkc3Q`Zzf^M}V0zqKnIA9?8&StWdRVJMQ>iFR z3}rkZP%r&ozwa0{GMK5`BqyD0jatJA% zuu80y5?LPd@q2up&iCYdy*9bG+3w$`^F`Y`Cu*BqcVy+=?wgJLw5mnhAZb?V5Hr2< zj6w5+48aAT;AgLNZPcYqtf-r0Rxr*qXcLP?V~OB~ORZ_>bB*eUxvkb5pBTeyyx~xG zacpY4W5$PL21xCg;W4}T-=#HoSsljHAdUhshtfL2#Go%%IAJX(%o*pgV}F6RQvP8J~a8~LOsO#KZ9w1u0m~wGS2aD1j8lKCYDB# zAOJ}O`vJ?*DAPL+>PxkS41x&tQ00#UrcJq(4Z1`E90@g{f#SZ$` z;eP@1;K9;0GV{p7cF_bwbZJ02(>)s|(*9bEvGQaL2- zvYddRK#;$hHqvh`5IHD!WhAp*DNsK0El&_N=vIO1JP``iGEkK~{0ag7N>HB)7&N~C z@deCQDW3qxTksk*dCD#1_zI+x;Fx~F?II*pbtL&+wt1d<9Jn%t6&iDegAPJjI{Ml) z=2Ao1LzWh+6P^LL^H=m9nT=%K&rr@cF_EMDl8BV_YPOfYLQI}m3L3vxvub!MWgfp1 zM1C@U^F8V8@Ke-0P13$K)#`zBJ0kG%YwaJ0Eidy({1Nk9ZYhAEVO!TButkm_*6EYXD>Nf#!ci6o<@xMav{FnO?c7=9 z*hYcx;bgnk#Kpv7g+m3f;xwibO3kgBj&+=nnT~aQkXDX$OppVdY1N?IZQN%DrY_km zBZex(IG6e!sp*nvUmcgTAC?m{`Cdo- z7A7+NqR#iu8pnn?+!Q@PX3(7H&)1Ok~7{w`CB}~Mfi;C zkOrUUBHwKv>?nEsNphsbx$29!9M|w%Ju9Bp9OFi-)8X(Y-!>zf^A+X~febm1LU-pc zj3V0d5#^d+4$~|ndEELE1to=T%-rUkrmHL98Y|?vUrT5MNh&FhtAV}hkWXdX@nNwG#D%Fo%JwMMX$t11;;ihw6K;_&m1rJ-X z%5`>4zmig0X3cQs@Xhx5YU1Z&sT|1#`&4#QdyeF5%PzCsoSi!|uemU+XEU#Hmh%9$ zq?B}cHknx(u_cdJAO|6Mv{+&kYrTbUWWNVgoDe z<|5LSJSFRbUOX5Vo4}jkyvSUn)8cOd`ZA@b><5hxzHsz&$H6WW={Nezd^E#RC)O|aHvnk_ z&vJTPK0%3hHG3Unjbw+}k7|in+Bqt2h7P+EUtDXi7%@`0I%veCdm;CIDkwibANr;K zayjHihIt*xfYS~s{zw&++{fdsl(cb1dD%jyLbTnymEwdjc zl`W%ljp$;E>Z-9;D~<}Mqsc}6XkC`ht#R8Obot7&@I0mPx~lI@+`H5A;1p!Zva&C~ zLI)m%kk$0O9fnCujkP?j$8qD+aK9tb;C6{;g>kHA9$8bXS#`tgLBuJX>W}#}AXdL} zxZ{B+!ozzhOWm1?e zRL;~$iY<0*_`teqdbrA(#bo!VHBXHxOCsuUkCBjkPGKuZ?+KAo1H$GKJULaiqy>?e)8$DJV~ z9L$Yo&zA&4kDalnqJ&uv_vZi<+@m8p$L*0O3y(I_r67eX6Kvh=Ir+#EZzMNp%FBGKP8n^gT{fi{005)<185CFP z0H@Vz;~7n)llFp0J9^ERltHO-2Luxkr~N$gi-a7He7pUJc9#w}CkbrZwD#R;8;u`# zZHWPAjKS3|-`? zFLuzGU`|jjb<(Ms-(~wvEJx0``4&MNMo?H3`>F=vSmueJbE=scz#$w?gLfo_yYhd| z7;@O^%VHzJU7BITnF==xN)u|qo5Ayle=aR%C4(@B<#N z75y3e=<++pc>JFJXBUoKCw<%?|E}8~|9XFoQb`h=vh<>OL*P)hxm_Kc6?t4h1hdaF zsY~ulJe!@0fm^Jsmq837V_orRP$K*m(Wd}6{DWvj#U1kUf_1{=>-6yY#8*8C(0)h2 zqMRP2kA40pr+bj!mwdG<1742;n|n9*BtK7^{Raf8-(olRcKa0YdJ_PlNd!saasU~S z7czfx;DaI{7k+CDKnJyT3P4b;ZwGArmH}+4%yKI`>j1_ghZ_kwH}9e^F&mH@g5jD8Q{p6tg|KfC@=K5$`lFEYl7jkncGXwoLC{48!N zF=JKrYdz!>Q#yEIL1M|8yVHJ+8+zr#Q72wpOLb%m*JErqLPDM-uHn81Er~^9uyG}7 zmNdr>3y!p=J+9nvig8lHWtC?fsZk|%PYf_~0br+gz5W)eGtp9;`1Ab56akj<$jirg zc4a+64eM#|MMq9y)vnWKt7e35R8Oh84Y5e+=$8PjECmKLt)=(W{^BQe6F8@I z%igx6M(k>1M-62OO^{65VceL;#DI`d;u=hBsVw>$Vtda2R>zjKSS~vF3_n1wGVP^| z%~opQgKb)zPYFL=vhBcnz3Mwn@Ng&{=9Kf>?j^;$2iYcD6He~64g5l9CQIDn=&*I2 zCHa0?51T-f(eACmCC1gcAaN{{qxujyu{Do*Wq(nEGhUW|LBQ#FH9p`M^5CAAGQSi6 z|5A|N^b>I78WypTVWH#=3gsG$2adkaz1tq=m4-0hb*c)FSC*cWlEYSXz{cckyW4$} zJl`Z|p|`&73Wfw@SUQT|4)!F}#1U+ygf|)pB4A(VOgJAexn?WJk#Nd}YQxcwT*`_1 z8Fkv!(2A_t*wBP*(aewnbuxW9zkP7DdW!&;|9Al(YVv#k+vPQu4lqCX^zr%9P4x{}N3yJide1|~{ies;>mIpulwDgPo7a_aC1&htOn{3Vz0Q6*hvymxV^-42^NLo# z)gryN1%3BjM#7u$Q%R|ghfH#TsN5;dLh2|OH(I0xM2C(U(=*>EBTo`oRWVi@*`OfE`S*_n zQ(tZ5hoRi*<&avmGQHo+O$|8Y>q^6H(8_RGb4;YJ_j!U%;RX;4!T&`X5tLS!{w=uo zN>fOoD&^>g$HZ{9UN=taM!kH*!4o%MycYk=v*?dzj)*tz>T#2v+Vja|vJAwrvAbNv zvSq(HHkr`roI`4rw@InAOGjQ%J-u6~iEe74=LD~mN1DTXnlb(FQjYvYrV)-lbf?sXchT?h^8r$(+7ERktYAf()-D^_Z2sOfs#} z4I|OuRsN;SeX;G8oZBWnmU;%{{_P z_0e3jLqj%eW-8WYhmzd4NVRPwLXO)Z1oe;$nR#hrE;XVAed*#(}=V*~augg2L z>7-n+(tNWzmm-5`dEM5cCp@;|+1Zdl0ul)8?=6D}iWiHTnXKbZ8-qJ8AIyMTYXtX1 z3eh>~PYkyUw*Zk~*2@Cqf|tPgO#s1T(i;cozU=P>*ZL)2%T(QpZ~?*?URF3X|2sop z?}Yw>9QbwUHu1nFT!u@i9Gr3!2swpyJ+l<}DsQ0KPt7TG{I=VISn z9vvpDBs9ohjpmM#>kdFXcC*ihKeg;X+hcXp#N{zj7HWseHD%j9M;Xpyc@VWpAcB(T zpct{mj2bRn@i1ywv`85-|J26V0F&kb?SHk^-W%3rSM6|!#tCb4$itamGj}20AHKHb z*&ps{y<}xScikmpcP+`CiP$Kgn-0f(C{qe(@>9=a=9RRycHPBhr?YSqA8B(4KKbgo zZtg~WHr!}y?XnAL%X9jcdUUO|zEcF|1L**10;vHxJ;kEjnvL07U%ak>(7`w!V~W09 zUwiL`gPCgQ=v+UC{_dPvXccis+ctLtH39t@!iJa91gY>Vm%EIt*!!ds z&DC;>QuL)<(b1~f-q?0i&Fv+b&?QSCHbtr9nV=jB>Tz5f`!MS^%zV-AOC zr$jw2kpb&B*>RMNVB&AkoTPz}v53y@>R}x&tzW{doLfc0nz*VKw>j`4xp2#bYZ1=4 z!0>XG3@Q=$XAH(KX5!?J=ba^f{Z{5)HBGL1Yx#akW%A~c%tbdsmTc4{DN?E8n#ZMv zMIOHNqeA$kl`5%daj|Fs8!uF)PjJbjqj@KnPL`zd~P2tli}X0(r+?B1=S*by&>$Tc2R z^4&d+D^zt(oec`RUMqVT)v0)P!yy`v#5Eq+$~|$T`nwB=bPa})cOpjoff4e|9ax)6BoqOh=@1D1gT4bY;}JXi55zTY}|^5aukv5yo52g($K3V@6^3XqrsO7385gUq~)gh zHrlWvbQ~@k0ZS%M%!`W)ISaMz>8$Z}_#WaAA~9B)4sl{s;hW3jl5^l04)*21mt#Dw z(7{}S)8vb3L``n^FH<9rNwvIB9C~s^Ikh=vYn#`DcXBJ9e5+pgpC`L;I{CAg9f(YN z9NysX`SyC%Jja!wW5T?~**SC7)pbm@d$2T$aB4E;!`uzViH93b&ghrg!tSQbIf`B^ zR^P#^WZaehHA%(tVGRB=we*+R_5YXo%s=v3ihmDmvHe$v{*l)D2$TJF0to+kivB;D z&-^QA`EjIwrXK%x?|)VG&HOi)_&?;{e-D5%bNt^R`~C=yek3seN|pYV-25{_`v0Ww z`yY8!HqO5VP5*ZSsegu1KXR=fp7cM5e~-g{q<=pY-hVsHKNQ}7rDgv^K=rT9KCIk- z_}%|K?E2wpXJGtW-u4e~`$us0Piyx-lCA&A(*4&i|J~Nj^r3TSU}F8-{P0PSrrw9vdKpgD&Qf(xSnBn z1xUi7T0l`0!M^zhuZOX~hEFxc)H-xljZqik-SeF-FK)S)#xyX*v9E&m2-U)0ld845 zxb?env!Gr#P}QdX?2}KoHFlV2yZ@)sn@nXFy?Nrf4yKBYcT>B;bG-A3O{Ryz-$A>M zWE+O-z{GCyW&^I5mu6K3<{wJ$hNt8|l-{Hba<(f9eLSqR%fmOlhM$8a+_h6o(is>| z^mvLYtd`zbFdBn`M}#E45@v_TN{j#%u?e#&Qo^W1JaT@k!w~%HFAzv@ES3KOr2%+l{fyuOauuYK^kF(=0h-Annoj^24*2VkKHtjtkuHP3y4>EMa{o1 z`Tv7e@6T}gznHxLcf+%P>`?JPg=hcKLgDXg@!xtc{Cjwok&%P(qf^3vH-*?a8UBOB zyVw)jTS;Z{fzwVVqv&TUo6YsyQWEL9Ifc5wl{$8miUj2lU!4sMI1ClMi~>fn$-JV- zNjOE|jKYrqLH7`D^1s1G7;)l3<+s4J9AZ8iSe-qGK4Qpq2Q1fo{vjs3g z0w}O?_~4j-o#e2BnyUb;?-SZ3KH=uQk)Lq_7--sDZg<+5#d9GTdI0h5tp*A@T@cNZ zfKQs}2<~Z|vP_q2Rvt+l3jRTnmh!2l#`b zBk6-h5BY<6T(ENB9Q0210ze?Xhh>6Nc?(G*wctlk{a5`SE$6$)j0H4uL2BTl6csKao!7*B`sf zAS{4as578|*-PdNI1QOJRmKbh+Glnux{+iyQ^_F~B>y1R8?RZ%oBG5{bEx0@je0?NGtD4=n!A` z(=|PIIQz8UgLD8D)PTYRuji$~3p`_vdzyPxmcTjj=0iSW@-r|OmH#DQ>UbbJ*236# zQr5t)no7P}p<3Zpc9PtLq*~HbII(baR@q9{N@hh1lAntJ0JOKXClbz^O$7@7F;+xIDu)U-etLJsEBTc2!hUn3UG`?T z6pw=*kXZ(0T_Et7Lmd}kC?R)qF~DvRB?LJWYbV6*gtSr?enq~^E~rgzgC@YJ07pj! zn)z-5?+*jeH^@27PRde37?=_v_zYAfeF7sHXb{N_u4kZ|Ee)NWiHEU>-~&3^wt}Se zgQ|nc$U{!np~V4uGNw7OlfQLC5CAZoSwaf_KP- zkJ5*(3f9U;$an*uIjh4+>6Zs;0HgBoIm*;1e)$K5%s?5a!^^;^09k;L#0HR`CiL1N~CbyuAYhWPgJMO$yYJwjV(k0zXw$&Z}9eQ@dsu%8kA z`M%@^cO2d7hb)X;Tf)i$VAnv95~l+VrjKOaF>{}{F{Vpr;Qw%scfu?{`~qyvsMMuy zvp$s1t-`Oq!LOp)Gt91nbZq4i6lp==7~q_Sog364(F860X21=^cZUHm&qCJr(L$eM zxj#Q^Y!m#pc|d*vvkf5Vb7%#31tM8RMExc4I|I24Ar zmS89g5S@9zD><71k?X}a?*c7Y8hL|gA0N>twhlO}Lrv+2c_KNYHyfnuS3il%i|R(C zPo#5)K^R~jOS%nm`l;xMbx9)##{&S|51_OXocv}746-?n^~@f;yBRGi!RzO5B>Pa@ z>3#!e>&N1NnieF_%GrTneFCZfMCIVP<3$Cd4}vKx2%^2!AF(w6Eg!MuFEq1ChSpHEwyp6B(&U#;igxb%KR^ySI>0r)p>&agpzn>eyZ0n}-!SI4)iMr2v z36?&_c}P~jj(lx?Mfh&eGekYEoMDUWoS*NP`|f4R?sF^w=M-1Y(C^u)!Z`&+KQ!(f z!DFl+{6SQ&jPLc=Bi~iag^5VY)lL$>zYxC>iyY3+&5K;j`^cd_hP{M^`|uBK1bsNi zH6WV_2(J)X@ZBE;P6173ZYk8QI5=)QRz1-Of=as+pcg7FW_Ew5cOHB?OuJU*$*I6qvE1c z@{W~U6jx<3ouI=7Z0j~5(Pea!!^>>7^dhElQEKgH((kU?ctSwLm`rR}peUYQ+ zGJR_)WCZ)1+RI5IZtPX}B-1=@z=(Y}$|akqImpB!iVVq_9bAAMac4gyfT!2DoN{<* zPZk?`(#lEZO-SnCl8p)}sm!LQS?>SD6#?V$)iq~e5e_7bv>-MK-7oBGxDvE*viZ)J zUQ!RJ+$1^KqgMQEHQhm{xu%nj5y?F2-#96JDOIq}^B%JoQWyTh*$dvYnqu?ICS`%lN$_oikdPP65s9VB91{zCPfAOXkeAfyM5Xyb zm2v6ZKDd#M^_7WVN3fSAFSYp}!Fqe8sjlPGK{+6UR*+Vn zMesH+Qi5HgkqMUqk%vcAL71jV9^O2wAn!ui!?_@zBuK>Nx#{gYIn&%3~%EaH>Y~?gTQ@KF? znV~qHMw1d;4Ju%jFEH6rg~YeOLTFM^SA&dk31s(-lcc z+dkhgCukeZlgz+UwQz#Id7YXiERh^0O+zz_pHjInCy08oOFCAR2sz#G6^!(3j)~UF;&IQ7}h=+W@XyX8Qnlfo3v96yq;% z(J!uDg_emzI&AHybVt}8v?$32tJ!6(oI0Q~7kjl;9nw8bksd1KumJ7#?D8T|K|OaK#0?MUjIsQphI~(Wpasa` zhEicOHEKqiCg987CA!9)Xr+cg?2wjVn-sOw>TER^85k~SDtSfJk}+ELl7ZQtw9#QH zC^dTSu^dBTFNx$JIBVqH1V{v_5qa>49db9KUi0syzO%}b{qiZhzF3!W{a9F2H%ep; zyZj~1QUeY7!F3Q5KOAqtBcy%SS8boPo05+wCoR~$Ghu?g=>;+7&H_NuwF6`I%@c_h zsWQL$gMO5~DT$$=W8nCRZKng*uOGAFYz`?c6iT<-5z5b=b=wp~(XE#8kF!hM*2bla z1_ywq>4PQ~BIRN{?pl!EAR*mUsJWx*8bMEp+Map8A-{5Q1O3#3)`l?i2W^iR0ajqy zxqJpZL$`KR{}?gzd2eJkOZF;X;Vew&gCb3jLt#;X)Cce04v!30y(7BZ!qKrTc28wS4HZAENW;8#ZQtiB^g=16bX zj~S8ckEiwRt~cCWf;@ulhn1v9{+U)gh-)cly*pj&z7Tg9x~O-GHkjdjN>9cY+q>V# zdJJ%g4*&&EPhQdhwHgJgz!`IkNMbCp5dTSHj-D&l!0Fw`=Nq4ES?YFIoD<@>>Eou$ zUb0!W>ml;%Vx5I=aR|PiqqWjYgUA3W>8oJabQ*h$_)0a6`6|zR?QAOARpU7k5tOKS zaElbDB|7=#niIYpnR z?v0JV!UWS4i&Zf?;k=QAQMzK$r(}J0h6Wq&5RM%i&$L6)P6Wh;B~dPI90^H>rYttR z(i&55gQ>13_H8ZG@`u{$0K+btlLjUqv)6!oR=d6SXEW*1pOdG4{bs0S1u09mdw&{F z-*2T^Xui1gw7d?)i?iEu9|l=7qtWYrc{f9FIZv^_wd(f%DZ1b6W*1qxUEgIfIK&z= zD&PGQ>O36)JLZlGIRcSCMBT*F%R#g#kp(Ff!jefVfK?V=%7m@h&u|Rr-ZrC}dK{f2 z*S1p7Cb4tI7=^bQG&WX@vvnNo4FEU1jpC1TMKp4m4I9GxMf_6qBmYD9W_6r>Lwu`u zAsu2$#||iXwbn_Qs}p}NUyOn&1J5-IY=UN=!3xOQG*oI@Vo`ixL3z%wmOTnxO!W{M z-G)YNC58rR*~-PmrSGI*r9fmYUPyLuOjwnAV9`@Ft7Fy1C28L~gpG>#<=)Ir`yiK= z&+X%#{4%F@ivDNPWkAeSO4w`HklXao&dmOj9`0(Rhu@a_-c@^{(xDF&C=2OZA9w~L zYR8F~SVb*}IcDNCQ?ce(wMcZBGF5VMkxtk4REfey%hZEv&@%al0Kp8jPWZ^G7D1k` zy~7!+)~yvQxhf*fng=!tloz4@4Mi*?v&Nf zQqc9Rw&1Q8`q|?}z7u&G_+F%SZ`>b%oDp1c14Bxuq-!ByW74WCqsj(p!fE1_CM`@F zA`6eYb{jfsq=gtkGep$ffTOfUZ6rS|iw|P(iC*}JdS`PH_^_?vZ(d`6K}l)xz=$Ut zno=yglamOb83~gjnjUX)E;B{&UoBo@lzh!LbpJ?I{n!AGy_AdFm!*$gk0+?t*h8@&rWH1(j-q_ zi$*SzLX}ZSS9FxA*G*n{kG>snIN@9?CUTNINs4wBIH!&(f z%|PK#tD>?Ba??nG8O9pW6pfLEj}s+`4-?{@hVgH^VNtCkW@ITS7mdp!T5@?^Z#yUR zQfzTKMcgUYT>|MNOk51yxX~(8hiq0=kZjKJY*|Up*p{Lt88YQ)FzNwhTr0k*`WlIr zKN$vyh7DX?Sf6}u9A0(gF;lN6!R;}=y0RfW%ft&8+iyG(yCtlTD0rKq*Mj!D@9QyG zE!8J&dEJehqsn5ePwNrn$Sa2yO?TfJG&};Xzib6pJmBLuTYB8F&(as^iEig8VP8ZS zvu%c#2Cb@c34gk0EhRhApL18h3RbMC z;eI(i5Au}lD@t2zlM>-AI(tHkmRk)X2GwI_PZ0`d{y1RfZpqt%e`692M{am-Rv6#rtioum1p5 zeYFzN{9D#bSe{o$FIbh7PQ-`41)kq=$9yzYt)#NsXB1BNd821AH)$zrV-Y+Sa z+sm{SY0ES_=o^ctMA2A*`Z1j*;Uq!9Wn^2kSOyl(0yG4XtUE(iG{W&hRy4zRg<#PP zYY<^j_3tA^aAY8Nlsfc7W|gz~l_6o5qbjj9N1=UjdAMaSg|ZeY!p7Yz90zVjISTEW zbfc`93>sJLul8U0-(I)-Dpcv0JL1E#${pzf=kFl*LO!}r|5kkCIJb!R@mHtZ7|$uZ%qq`Zq_CD(bgSMG(s zwboQ&!a3#-l9I*>GIg!l z>Tvxsln~F0iZPKh`xjDUN>WRLd16lMsWYCx>zCez3G%vUJ`OS(P)22?o12j{x-YF- zRN9X?oeQvHj=Am>ZaPfpM^n>rxW#izGNHam1aJrYua4AE0yJr@NOQ_yL5!h6MRlMxOOsI>b?smxJ%ch~BQ3S^P`q+h zP6pt~o46Ry2jWqJdzY=&|h6&`M4{ZUoU7MNFLHI%r1^D&IdGK z$6bkIN$wxKUy;D%)5c=MC zJs5>cVs{YbJtk?@Jk}&Fo`;s^%K!E&w0(T&@P;gDnY?-wr2}CTg5*IY(>-m8LX7P2L^1V#95iuVOx84VS&``C(sj& z6*B8JgJ0)Zavkl@a$*pl?AmYweB-XqFT7XGidlhJSzIEi2ti|)-||Du#f|r+B;Mjz z?zhj)@}lquNK~gK6SZ?OXcuR;+q$h~ES~dAOAB?5+3qa{l;txKbS!jL<14+f-0sgY z$E*j_Y@Hp)Rqxx~njbub8xR7%f_b12!NC!#MYG=wWv!*kvHV$TRlj1ON($>yJroxv zM`9$K(V)F5IY6#tMD8kAR?As;STIPx$PD)PJIMeI>E%RsFxFC%(1%gM(j=ax(em8f26*q;EA6YF^ajA)jUKmIv6BK3eZ9*__>Ky;2=5M(`=jEeP3SrWyJxq4!uvu4`V50V4% zD!SsLyEgY`QE`m3;K7KO3M{z^Rs3ykZn)tz&V0y`6$REzMEhF9u z9VexoLF%yh?G!xW+t(E?uZK7y`={CoRbrT*mt51tbh1dXTo%=)3^ByeVc)apVuqf6 zs|^~`U>QoL^nvyccOT(?7ae^skj5&SUfGh(dvm2BYye{5VMP(!IHABM3H40zy8!Pv}Fz^#;COjbV^JW@E_xo*3c+QV-lf%@SK{ zPa0_WnsfqA{E}}7S0s>h1d7{Er=2&Z!*o0HHv)bRPL~gf!_%zF*P|Y`y1l_!XSwUj zkq)rt4Ro%TYTW&}YOb6802_yjBs~RYBDB+B$uEsuP+yb2=2(2eSvk%(XFk4@)W4AK z-(pFg`xSWeIi1E28y<*zo+0}o$C#z1zalZgOC1@zi@73!2H&T?#lXzXkUEJ#&*u(m z?-y-z9BhIB_bS7MQE4w|a5TSUO zj`}kJVDLO=m}8v$-g?LHw)amL7LT<5rlRB&EW5@cT+_gRRz0CHI;VX+ujoWW6elLf~ zLoLKRXQI%1zvPCi^DR9h4jJ0m(%04Spmb z^i`xn)zN^QtAD+7>h}(`tedND_XJTIes*q zS?%a8`Zhfjg~1N5JatDt{?$4*hlIcAivZOEG>R-$3b+yrrG*?yRdB1UnM%<62j<~U zd)onn=H82J2Mi)fG81+CNI1$n>sT2SNPP+iIdNKE7xK{nJ>ciZt2m#KEP#~`kq!km zN`i?>Drq1d6$_P;x6Tm{YUz>nsSUiHwM8$8o25lEXcD_}c?TB`8XLDlP%a1^E)cwX zLBAV(ds+VqVMboe#g&)q(@(12yg$8nKjyBP6T$D2Jf; zcV9SUpGbwoI?XWfer#B(z##BdYBPxoKOW;QFGL+5^}(o0k!$|*8ji#9AZgRa$f(uGD}x{-NZX-T(Y2pM~Qei>Lqp9Nzka5BMj%^@+dy1)2PP z=>HA8_2+Wo|KF4A|KXwk3j-qjOHu##t53v-laPtyZzPD2=?}!{U#k31j_Tii{Qs%l z|9=W|`rp7!%>QWOCvEumQT-SD{@>Mf{yXe*I{R-(Gs*Rp#<_X6vQ`$_g9VsB`e1?KW_w}be?K=O^ks*>{pQ3wAHtJMU z(lHk^;dlsQp?^p9S)0E3Lia06scq-mDQ;~Nup^P7VkHG1ij;hCB1r)aQL;*~oY{>J zhqbSkH)%LJn5%XIn{1Gspj2KcC+bdyOTK&To`sk zlNip%p&5C5`O-be)j@*%e7Ms*H^%{j-{kmJ*19p}l zUN8K*r;pN@M?0C#rm{Jm4zn|uAGg3j0nE<8A)j8FuP67-(e*$(ynq?5k1=(x*|$AT zz!M&zgZU#9-r=P8nGaw~4$x?>`8`K%7tU)0!oUMWh}*(~ZWksq1Jol4sL}Ntj10kP z{76SY90B=dtvPFNVQ^|W9BymQoO zG6*W7RX6~+Re;nyU99$|P0Ss3kRB`m;*Ut3R>G^)Yes-0Dq!0}5BW+0|1%y(@M1H) z*38z+kOMFwEXd9h002gdSOfGWNdO2a7=;7Gv=4X&07NZe4+ZEiC<~tVKnCu3XiqVDaSq1KL`$` z5SJ<`jhjV#sw=n1WExe$pCtx7dE`ty9GG) zUWuIlef!(=*3_nvIg_87g!yf@z{T`2DCa5JiJ#0G0ZR>77sCqTAy(uOoK{=N0vm0GTJ|Z z0a)xe1;RBA#x)Ne3L*Th0gyJBjU^0Hq~IF?2dwqS6(xDEVGAmH1uL}yP(uKu4V4M3 zNIHUaKAvh1Q;H>$bEy+I0rcW*a*qTB5E5M=Sq&&%2(>;?xB{58K2}4;vJ-DCpi}eq zsx>7Ll6mgyLTOc$vW+&_tpTWC@&|9_UV9H1^}?A)PYf724TMD9y=f0C<12qd)(6m6 zJ{X7{(G>{pUEbq>*B!s2}6T?13vQC)$W1pMk+ zJ0Qx2nY1TyF8yw*4v_XGJm6ACK_!g#BG=2J4pCnK_s|z*@2?AN+QRlswgE!>u}Wjr)*`xdplimK?9E+^z0`B1kHGWU zUn{|k`TbG?mHuM5d0p}%SlOR24@D4yw>wa`Q?!MOXkfypg){hr11$FzgvWcLy8_=A3sm`ic9(u{z0k1dcXap{O}Q#QQJRwC zJWI~T-Gwftj@@~AM{fc@)CUbdq35ES^~W$2gY5#8VL4oW!JjAvv%4s}GTYJ|pmZYi zEQaXX;rN_$Ps{X)UGyVIG2~Y7b5BQK&EMva^4NW2XPz|RSl*EmyS8=QJFYqAhPL%2 zaQMGT=Ka)Z=*aR;Bi$avyV_ar#y{e|Q}S-D?pc2M`YN46uh`n$*xZ@+@C9LfR@cj7 z<;MDF{Xku}<44(V<>m4Q>H|5Gl0u3Gr>h*V(W%Zc-MSZtjaKnh;cuJLt|;S|C+%+M zd|g@0=Nm|OqukC-4Ci&1#6~}LT-w9y&VE%lyOwPX>KN)iz1w(ny*B-PZn7J{U9{=< zI$U_V+{!%ivO0^X`o`|@)T5e2YkeZx$pb^{R@D{NV69R2b0u|Oi(~v#nYF0JW-V#E z%Wj8#l*Ddg9QIR|%V?zzNsH}rrNwT)Af|-v3%lh(jPOlAH#-H+$S$0n4M%OjRxRH- zwFdnU@|-h=QE79~V3hMro@lXWa#Jn!bGnl+R(8;@ZPhX_To!X~=coH>d2N}wZP?s< zDP8V50d^Yh$#xd*$?~@J6wpx@WEaMg?#Wl>zbN$3P1!t!GGc_n*(}ZH9*RapJZ{D46&2*%pFlQvfoJHw0>P{2`&s#ojY-c(vf|x zQdBm@&AncNEw2B~968=6ZR#TWlwktRJgqbh4$UyFWR!x1h7G4lfi$25 z#I-G9Shu6z%v6{`eVv-rY=KH>QyXlV@)_=&YI$0bbpJX4P{c;L0Z!lWzcBFzxd)F-!Tj2H)@ z^fMNfc&k_HTE7Ei53hHDpnqr|76&wi$JfOPH%QPt)=i%WzH2#~ZyQ!b-HlT9Hmr5PNQac+@4r{vo3@%n*w*a#kD z6VS9mh7>YXI4HW=(ANHnK8UUi4U&}Hmy&0Uj-f)Y5DA=Aod1%})g`QsKLKdgyQ8;?Q+ZlXNxh12wKQlCnC;+Yb2v8n7a03lr9`S1aw9%HsO& zL+jfm|L&I3CZf42`{$%};KeAk=ce>IPI)AwwAu(Lb+p@NUBCQwTNLVVrBc*XEPjsb zhKjo|sBl)SH35BSHD5MW8};AWTweRutL(wp+SQQ|sY!=QxD+-s-`h!eeqRagzS4<4HhGwR}x4LR#s6uZWUMf2`iE5St zTy;BNg<7V0PhH#A?($U%bckAkfD^LdAR?D(ww)i;1TkkId{YG}1YOxpd<~tdOVuum zxQPyxME7%59kggskOVMAQ&*shukL*n*y75KDH#cCp#nC)vq#b!2+N>{V#j~H17!&e zWEmFydX8k%qZSKK6GNlhF8}pxsJ?pxf-+30-9>z0g+{bpZvIu>v;}220_jeOzwxWP z5G85_hK$sF?Tv?whpC(j>+cPg%2ItRm6&CM`;z>Ya0>0N^h@>K+eVo(*54{Ddde-{ zRYErvmddE}CSRC68Ijcy!@0UQ;S;8oJXaU(Gjq1RP<5 z@=Pv$lJn3_duTZW%>EXj4=L<fWPJ3l8M^tdO5XlNI{Ccs-P(RVJ4`LG^{@~z=Gm!ok8s7kEa~9$`q(l- z77TyC`Oy0o7K4DJr`COIE-P|u{Z4V*OM4bhh#8%Y0idF`ajmQg5lbapsf-2GY7pg3 zU3#6YBwZOGncj+{H2mOk(Ao3B4b`d*qIp9EB%wt>QgY_u_`3nvq1mY6R&7*w^oUU6 zc%OCmat4MYARiKz?P<}!_$IZ`ICyQ#^MMAx4LqvD5ctF27`KPs`14@j@$j&v?Ke;U z6o3ZDT87pdL5Gf^aR3!dgBTMI#B$Sht0HH53pdY8e|le1A>di6LqkO0*E;a*>x%d_ z$_C97_RHHD0$-Szh*&~aT4_Tpm1FF8pCN(oMSrvFC1@}g02hG(5CW?q59AJSzpf3S zT;VTO@Q^5l!H4qw1@!trn#nUdx!)X!723nFn(=+vjGJN-iRQX=2gr>F8dw>esGiBZ zKc3cD-lBEkq7IoZURo^0WY=7iYmKkGk}$r4h^{2d`{}&)A|fu9@3*P*u-@qvUxW2C z+IgSd?}vU;(zg$hn`@wRfwPyZk2`pLPv7+iH)NFD?IyfOM}WI9UvknZyo|xTURbmkRqEu9$ESSm z8H``H0{M-YcDh&L#9U=q2w{c7S-p1Q{oFd?FR?!n%h>PTP#gAV@X^shB@a6HqQGngEY>(WWX zUs&O>TySzAkb#`|XrLnz;=S{Bd9J0UBgyGc1-?dAH6h9Y9;Rgv9SUXK!k7U8+H>^0 zv-$Iz^zB#?uRr7P2RAU9yKvnH>MP$1_)}xNTu)H0Dt}8G4z`&z-_zOIwOt{TWBc8@ zdGpsA=;->8UK{MKbJBMEp680($nmrs?(*{>b$@r@Ml6NsnQo~S5cDso3kvK3Dw%hD zduYY&duTOR988_6f}Thd22KqNo(~a+M#+MSL!BFs!{c^Zt~C-!TnDsFKhq)hfY#Aq zN23ZL(wL4pn396eA+ut`YQo7=k}K2*n}}JMP$(y43aQ|*9kx$&iKRZ3ea@EpCd^!z z=lI;{qvPilwe%bP7P(%AEP_13gveID;aX?=$KiV}YlS>f$T?1<6ku!2EdVMz9?r#a z#@fllnQh91$pIVhXnfWFmx8)GJzRrXRDA%w>dSn$f>++EWsJWbwxM%gX?yZJL`2?SEoDF(%##^azx4Y@Pi(~ zs)L##%68*p^}sNOF^~IXJHhO(gf7Qs{d4U2`syPd;LWfL2G%}-C;Av5Bc{8K>=Qez z<j400uI$g%N3589&!d5tu(Z` z-lb4at6bR76L|HlV9f#W8~ELa2yc)3c2p&7Myz{mm+#{B<-IHKR%da^3`P3(3&zzOzW>Dq`^d$;;#h*dKt6= zmMnKDT`=yy#?hO)%|QcEk2yo`>CG+Al3n3_M0F>3+vU9GUuMpC+X+EH9EpsLTfk!a ze+p1>%pBLWY1>w88P}yxW-MGhGJz=^K$dP<=_wAriPV!V_RBUY4S+( zfbtZIKg>jSd)VheNPkvxl`jcfKjA#*+$~7Sg~KL#pZKYBE z(X3f2Oagfb3rNbC)RLfT4Ed%|%JglmX#jO?p~3lN&SX55m7NtVE48VHhq+YW{^YBc zrxsk9ADfq`lajO&6#=%!o?A5CG9+d`nDFFC_R{VYg*d;X9`49^?x%*i{|vzrxNZ0K zG5_KqYHdRF8zPZIH3v_a8ppTs8?m%6)mnrht2U zusCwrGh@(;dI|GGGaCT7dHB#;VnSa_x8J4asUa;vzre-Pxdq4j&OC;!Ki}aubP8{1 z#FpeqWbfsAb==GFZo7E)MbX{~nsSR=xYe~8trWfjCL>P66IwUd4r1T>8iK_rqS~i?uI>EsBJG0q;p=UNS`rhGW|NX>YPnSGA|L{P9_EUtD}N!3|)EZ zo2OVAi@+C1IMlOj_pNRE4#TI)Y9USmDhRt_X}51acK(#h4_neM?jU1Ps`34USkP?!=l zgU5EP5sE|S&1}K#gwYn(EW(eA0x2M)a&p1l<**kpDO*ThTUO#Wwj{E`Zh0!lG2WVa z*YO60#}gDw`S~o(>C%jF3HifuHxIHEhA5@WRpM zJ-@G+q0aFsc^nTP`?a*$^!&39o|SD`d7c9CWVg>2^YG;=s^*5P<3=*Hh4Xsopxt|J zObv#Ax5(yv=(rp@vjv!-c)&hqv0I?U=OskscS5Ec80V>FdY>H3#Qx3fejm@Zai2CH z?kqiY5HzRxe8jN=6*_80V`KPc`#lB5`JR|E28gqw>?P|5%QL2#!~pQjgx!0tvqIgo znYVa0Wel(?94e)NRsZmhJ7+^Snpy8wz(W+vU3Nr2IUy z45}@wy@08DDN{PYLFaMZ?@i<2qW8KyA6i|_TE6TMwUye?X0ooEu_bH8o&1r`+tt*% zdsybLkisMRF(4ZxQ<@NFVh;6PHEL;Zl!@!KkdIokN{kwj+JbCB25Q%%H0s8dgMDo* zeqrItAE(&oZk0kxSXfS@1Q2K~9hEv!JstF=Q?<^;<8nVC=4pM;8HQjI-Jf^-hQ-yMtcOQvLU#al9@{Fpqo$VMt(vsIh!;d<4Vxsg zvnjCgV$a)3`z;U73dJ4~_9LAy!;btD$V!nGb{cp{Yz!?y&m5tJ$CX?|^9!u(VmI{` zc%Kot^|*Z@5_Rmn6I+AMG#zg1pP%A-8XDai*p#bVAD-y-`p0tF_0%_(bew+6#%)7D zE&>jw-xTfZ&F9Jl3yF$hm5O&5%wd<>N`d?>&3zWiY7w2w!cyOr(6vOSUW~fM!N-Ju z?n{=k2*)$18TH2d%j5Cb|H`fOVq&uV5vQY_slroOH+JIA9mVHm%H-oZIrcz?Hl)RB z-1oMEeb}sR$cC|BECi6+b$kYvy0Kp68=iaOg@xgT*x1(!{ciKvq z`!1SPWxdZ-Bl8fcX&#pE_Tg}Dv>eX+8i`fyxw-Xf_S?EM^CidaE&X;8C$;K!*aK~a zZTr*v0RL)vI!sUNQ_)U$h|H#WeJrcaZqjUO zgNR@c8I3S{-j?HjpZtROcuo=u*j)?w7U?rC|WWp8)+mc>I1M)H_=@9i6CMlj;WRcS$nD(Kd9k5 zS_UhO^-ndAqe87ZcAAY<#&&L5J@D^2pF2P~-yDWeUox+>_K#wOep66OypPQW8 zyxqUDrk27pn&POmXlDPtZW)-4*4(L%XgE{Yd%?US3cJeN)H5mc4irw^FNd^|KU$TY zzc+L1MCkiIl$xg7vR#|s1C-mV+w}X(V9Gw{t*OvH5TfLxa^>M-xG zUg~rwt-UyQn^o1$XB0r9Hwj}F&ZsO10&EZ!=Z~HXd|iqs8s!SwZ+tK={v^_y)3E4* zXCWI-IL^n}YYfKYkl*p*r)e>xqD_wqP5aRzh&oJ1Rkp~mXg|@vr~83S-4|cWpe`J8J-5yK6Aki`77P6_ z7?ZpNc1Z9}T@pywu+34cn1%A%#J1AK@@7bE7cU&b#!f^3XT$CjRYM9gS8$Jd^MSoh zPBlFD9;0oPoiDCaxQvOHj6P51+lpLWUaMD2x(24mzebbpc&pJv`&c|$@{w}BjNG{Q zl2N5q)OMj>dtbh zq9WQUG|pwhjV@b5SDLNz`DUEeXE_E&WWtI$L)DC|dx!3DC=i1#*~z?kshGK>(?g<( z_F}}gUb+MXhWq8);k~#wrqX8IB?78=Ud;YDUd#TlPdd)JTh8g=x95p1AYGXid5ffG za#N=?M2q%!o$Q>>ujZtC$b(538=y=%=FIFDYHzsT*~ijO*U@O-|njVvg69 z9vhZvm9FpTb+_2i5=Yw{*QQn6wxvbHU>HlX3kG*)2DQag^rPpfsyT#So%X7_6a7LFcGqF{(-Cf z8^7|0d(6(z5}JpH{_kG+Pg?EI-ugGy*#F!oe^EKYk|KZX|Bu+8%AC)4%68(CBC-bd zg!GcepFLyY?D1!@l84i0w@BKW+7W&><*SLAg_EJO z#lJTDEL3u_x3@O2`J;mwKAk=EYJ^&U$fsEUK=A${1p6e?7zr7f{-KXzWF=%|{~KBR zlUQT@oAdgw#2PajAqxZH-|jD#Po)(b9Z+)1CDfTKA9gzcwNK+wJvdJO3r-`md(1{~Iver<05E|4iNW z-;;9xQ2PB(q#QFF^FQIJPyf~@DTgZZ_zq228-#c8v#X&qt+xaxGqU5{bDb+QG|EZ>|71a{AjbN2Xghp+vK3!6 zKJE3C%Y!Se2}dMT3d?)8EU%+|Y_J+HwgI&_>{HJFK#CF8p&6Oq7QIiOGwN9;k~*5o zg>+zd|D>BI32v>GLaVX;dUhJGCO`P-LTZuDI>#a`J+IDwVChAiK=obu%X}e4q)fcc zhtD#2lhN|qLhMh2FG}B|$I_t{roOQrqk)=0evcIdZ-BT+mzhGf$q;%nd@2mLsLJ?s zKC6Ct^@vo|41iV`5w(qIetetmqURAZNL(e9@B7vqjz)yu#3q4H6tJp~G)6H*>?<7p zj`S|(ZWTSt7%6_%9;_9j9?UCt&3evw&iEibQHAC?LC(5eI?QTLH)MDZM(}?)*W-iV@PM&{DUH|Zf{R_S0_{?~p$;-mp*~F3XkHqY3B4YBn zPZMbR|5b&M_0t*m&y#CX-OC+iIprhA<9IiXbo~Y-!0bSHn<7K9~f>5f8V+0(g}@ zv(;h#*y79rlz@#`V&R5AnqBc-flz?!Z|&>|@can=U=(lxn8H^Rbp7<4Y(U;A0YTMZ zZ{XsKLg0b4KLha8^7%>&tq@Lu{Q?4b2z&qbPwbungX{Ys}FJ|^NoEI>> z8}FO<|LNsl0|7vQ;V=%6|K1aH@f-Y9gxxk63irIUF9z`8(1imG$pb5OB6E~S1UwOS zXJS6#c@8oivR)So8>2P{2i}+BTVUCX!1ZeFazvy7I~11+@2TpgVopq z7;Ec$1csbL7!mLu#vr0Vwexgd4>sL4vE!;~fD!4p-z_pu=x(e+q0zE?(|7RD85py@ zn8(jaexSi%d+_L3py_I2JpO$$q|ii!rgyHt5DAT-+GfIlDhEAb4V0)%DrJitHiBI& zSndzQ@;=bQC~w{fc-Hy$JRYa{N#h0b3YIwtnq$1Oyt4GBu8#bM@e4%U)j#h+yn8Y| zptxC%*%iOT@qY6YD$%xmpnF_{Yri&+z>F@OILC4A%ATVpnqzE?j<)xC%ri0z0PRE ztUgmiO_dV_$n$n{9X+h*s-zbyiTJyGP$QNTGK*yO3##dIF;JN@%lac zoLJDgm#@mBx0Eb?{q&uY`tmDMLOq4c8#illrDZ;E`9;B{x$xna89gF9@9|c)xMk?P zkrt1ut3I>j&l71P)6R+9?~x_@?yY&V)^nJ(Vs*5n@PSR`zKaJ|M?NrHJh6dk+xW$1 z)y8jY553rUdLdbG+Z^jI{DFr9@USpW`6R2Ma;f;cY@-93Dju&$KJ$mk9=N_*qU#y-_l-H zvPsb=W#6>48={(Crp3QwPm8WbJO3|Zi_B3AkLWA)mFOFKSmq;IaQP~D4ShJ{!?YQ7`A(GhMP4i6+w>j>B?5Emj~+WWai<?p+J}t?Rd%kBHU{R++7cpIE(C>e@lI zLlGZ~*3GNDD3Nql!aG4l)Z?Ut;Kw6V4i1sJ1WmHX#23=q5O09n?%J# z8&*@4Op{CYcH0K6tUQf;#RlOlFa6<_Lt%>cTbd(?-mR}UI~mvKSGKvO5sf{e=el<$ zveu?f{=mQL;vc3Ahu?*?WBOY!RkVpR(JABdmSSf*H#&mE+f+d+-xG{ zpC>IWC9CA8E0=CxUvR4DR8#IDj;Lj(ZOx9^a@6Abq=5sfMCkMlx23|p3fyOl#uUG9 z{mb&O?=s$#RX5~2hDJg(3Z(dU%wfJVcXoFd>5$eqJjeU_@Tf-L(ouEMW5wp@_}M$c zByS2oxnkxkSlr4GVhKB1rZD#`+iE^bI;41G+w`)I)b%^kcY6?(RWEDmo;78?Z>i1R znVo5&k&~Nv)9j|vU2C(Kw*+j{!q%i&mcLIjyniI^L04Gf`MkJuDt<37T)Z4%aqE&+ z%sm&MBgwkShAqnJi^aExhq`YBpnp-2nlh`WGGNb+`pcgDROpBZR@3EkCt%p zyAuO#Y)zg&_f+4awK3`9l4AMV=)f=?^KOF>sm&FAfhVQx@-ClGNY1x9v&P}flr(0s z{gxPq1B^vtJDHAeE#>Z5?91dmpDS45?xr7G$vrzyaF>#7p03T48GL_yKL3dOSvZ*a z%Ck(MfM?(wW*9I;6pq{)3{-asDeVsAo3!zkQe5$_=w~{KVWMP4^p>5aCWSlt++P*F zdnx3W?El$iIP~kMfY|{-YR8Z2{^{ZBdadm*yHL##eUAoX>HEL;9}(6G4=2}D)z^Cz zYj;_MTsWrX*4J|^6 z!Fv9Cw{IwPao!+Q#xz`aXnpLb^_^jPCPtrn5-fwJS01yr?0Q|UpYq2Z)%7h(W*&^x z4-x@G)v`TyCJu$tVS_=t*ReUaGQwurmruM-<)3%`*o17Va<;}(i)818K1OeYY)#HM z1#WV>qI`zUdYqf76rXea==0Q~1R3`WgR*6I-{&hKc` z@2^iid2>m|CfU8!vy3AQju^X$L$F-O(&)CLg1wvbgoZ`AmHe&Fkkc{~FG6-s>H@B{+2Jp3?J_&}G}Xc6*(2V|$1xldj0Px1KT6 z`e(M3C@GQ@h`L6zQK}P4Fr|QO=6fg5B@VH>ROFDUH z%f1B%CMZ^Da#M@kcvn_e#I_`r%;0XKc$ecDuCGuy+6Z`-7|A|=05!F4`1ooB>b zSNh)RvY98s%sDneq`yXJ@}!JSWPX3LeVob*I zg8M4*mZy?bZzb_e;7PKjd<*C5m9i%r@Han+HgOIJ+7}SPr?hr)i+)Y$1(Bnn)tP>I z2jwsK7)pG$oZ(z-k@?Iz^QbPP!i1HOnO>`z(fD-Q+rf9QtXG!I5c4O>W1S=_)eR>H zY!wa=vMPC&e*P$*oUzR=cjbp&RXL|#TgI)8l^TwEyI8dLMe6M9N9N7W-d)>jv&Jo; zzIjiW|1hZRNWoaty zhf4-kwc_{s#pWm&8N8d7{%n4k{G}ZmoEHoX#xw<;8`cSJ4i2iH^IZ3)+1ap<+n!!F zZAo=f+;mLpp_!kt{4A^BEe_7YZT(HHrL~7u>9e)({4@CQP;IRM^8+$YkM|njYoIUf$MW7`E^|=8*o1+;3(qY_4S0; zQ@!LIr*B{W5)V3Tc}0lr(F^wS9hfr>04%)X3aDE;zr8bg+v4>x4k* zg_~(H`xC1koV+2p)91#{lqf@8GfJ_4?}W%~-skXK8B?oja}~nTUSj@}#Z4EMzID?7 zO<~QNyv5;;3Mndj#;);Vs!wZmjHeGctoPb~tNEyohO*s={@~!iVB6tk`5ii^-Zq8j z_ID;)rfy%(2~$43Y}<}j*SW$clG+vf-QyaKqc2T+;&CNp?db&H)g#i~w_18lYV-Fd z>K!f{=n*LN*5et=%MN@#W)US`#IirtV_4H+>TLgTSoMVIVe7jE{QYY@s?L?)QTy6q z8uctY*_u+eE@AN>pQPZdudQR$xw@%7-HZS9{qkxXvrS6=QaQTUO4yqyV+W>l^!fSP zcBfZO>-H#e>vJ})el%ZtZvDyOS+YlmhtGbiT<+v!FxY+NwOe%Y`^fDr`xKuP-%@J5^H0nl z(5rVE-9I{d>iE;cU1Dl44DB{Y2)7B8>Kxxk<*tHNYl-mdvF{>PNq>#y?c#%;Z95Vkymp%_ zY!y>8uuuja{@ zjOKCQ-gEJr(RJugf%21PItIR;=Xa~yuPjej^iR+5XbOIu7eCM9z=qR}Zfd7fPWC;D zk-D^LN`!96LXU;dy4}(e|(TNkN%$=kZWn7{MQr-`YtZ`M| zbV8~5wX4_(dFO2otURmP2VU|1Q+{H5;I}vLI_AabU0oUC zeLrjeL$Reo#sd~ncN_9Q-Buo|Zu+t=Tw6H(+?O41FC5!HD(Mba&h#Pau$0#r$XsDjJ~d>`=VH~J2Kzqz z8ur5cyw;HT>Y_8HKfF7U zyXl+uy^kj=_!N4!ZWlf@p;#)kuIvKqbXv?6h1Q1H!8bOZ(aMD~hOazJ)z%C>YaU5x zP^%q&M@lMp#rnm^>#csXMDo7cHBZ+@weX<9Ve3a~%;U8Umz@$F_Y|aPJ;~_o93Fl% zt8}M~%gX(qZ*|DFY^iTMDBEb!DtOaV*e|stsqTLJ`>tHWZz)AvXGBRq@v?pyWxJ{W zZq7h(+PmKOT_&>5UPQ~OXT=XaOPBgiobqku%Sf(Qq3=a+rMmkfhk7HG&gLrj2wnJ1 zO#6xcHQpv3BRZ$Z*6y@Xx2Ku$c?He6TazzQ4x6kh4nLM$p8jx0D0wH{n5RnVUKBqXYbt!d-<9EIIm0a#{D(* z_|>oP#V=I-QgPgC{_ols6uSOjN?#mGp2=ZyIplv+`GWNFSX%gBbuWSoWi&RMg$=ExU&dLEql5^Hyc~ z?dC{!&-hKpWFqhVaf{Iji78ioA2S18itb7VXUuTB@j5teC{$X$%g$cwm#?qYYIYqd zH|TZ}wMv`S^FpjNkl#A?!3Njs(fiMo4%e^TdM`TbWs(2HBZqf8#=n~XV#i1KLgkj; zow1xOzn5Cnp@PeGxsKu$e6x~QuH93Z<7xlWSaH$56^hlO_6###qj~?u5AfAbpHCur zy0Hbtx2Ad79Wp;LOXa-IHa)#i!IZB<-u`+++R8?o>umT>%sRDfyQcj5y0B%+v)?Y) zy|6y%WS{!A0OuGNmB`Bnhr0&$%9X}^*_f=n;bqy@f?b*AN!BvEbsTQ%+KfJ5^|k#; z^?T)dxckpbf&504oolS|_2>PQMCP2kjP1Y=eE#q1JO4@e|Lf|`_a{?m)t&FJq5LBP z?#>pL)8Hde48}CZ-+zlJ63RD=EEoMvgF5c_|6SzpFB*$Wj=eoI_V+i9!C;NO+wc>O z%Vt9H{AU`J=Sf)FkL{QYiekYp3}4)W9iw*SIP(%5I=$4u$d0oKCgwA24Xux00VJfI2SH#y z6Ks5z#COE}^H~yLWzl%>DgCf!hLy|2Lun>I+8)5z9a}aeO{7DU>aCd)Q*6- zgT@z<4IfaX(?~WNk0OxYXOo~vs4s_(HyF^4gX|>5fUjE8=jGAy3n(fWMS43h#hAv# zww(egLVY>dmw{PBIzs_tP+w~7{^8i)KYGpq>rSUZGfd+mzX~3Tf%wc};xp$kAV{Ro z3x*BRC@jyM?{_9?YbM|_A$>d&>newb<%Po?XU!ZelN>IVE4bT<*34yL+2xMI0|31A zz66tta2Uj82g^YXBb;K8$SwDl1nX7usEMIrkP?T}3* z7+5yI+#~ErFaQLjc?q~t{IiV19OSgaEevwTizzorCF~MRX+YXT$ zvhC0p*>>0&3$2-rZ5RPi56KnaHB7_t48h_c8wTDD=@zs@c9(z<0?h$nejFOoBLaXi z(hq=Pc)u)!`2ngRd_}OapCQ;BQqkaM7AUfsy?qm$KNW5Qy16dZD{*Hs;U_4~U2@-O0^u8n$**bz`AnXl& zv8|)PaiQ@jELS8O+bfbpn2R9cK=617hY=KHZ%{i9iirUcqIepzNZ2+}kkO%!M~!30 zDF&C0xgbM{xZ~&th#%S;gpzoDIB!NkRR*nvhvO(PB`DSSQ zNWfuq-jg8qbX_0;@6ve>W)k^4SRdL4$z|iUFd?IZ_Q63i31KplHLwul@P#+dTDW*E zOjsa&UM9{zLxv2+3u7(-@qh_jK;wbaLo^7e5sia>x07mspUkY#{c=FeCK+HnyNz&TOArXNk}xqkUq~?`8He;PUJLvPl|Bb3I_3cwO4N>t zbq0hS?E`XYNH!=Ywtpmv{3>J=u)aYG1&s%W4etY-H(E0f>kP#}xhhx+!oVclML_39 zVLVAvkd&s+OA+v6P@4Qvkeov_U>2fLD6dBXv_9H`pR*9`ay?SlgV6}7|oisayY3H$&W+hPtR$F96ma%N5{Bv=1))(Z_?- z7vcezgRnfw#W@eKy7-K^T!imQP(dUITppH59tY*VAgmat9j?;h$Wlm~(8H1bhE zLoozYP7tnx^FSDrf-)FgKOl=a&RKGi&OnKPL_Aa8X#dAO(te0B{5GZ!C$7)-vAtLa>Y4;oLO^Dv0JKm>e_*!9X|>(iSLR zLP6pJ@dXlWcn+M`qd@GDJVS7b_AyTW3Q!`-J-{79Y?}Z;(|sOAGEoc$yTEn>f*f=n z;LMQiq@aLA=RIc}IR$@?)&jL6I{&zEorcaAF2p_bIk=GDMSUT>r1yo$0M!S<69z0G$lMOH$O!~Y)W7A~=Mq|j6t*}zx-R-&l3N6?w0wU?1;pw5dkHSCX3nnP@6*9Z5FJjFmR8-oVcP!y DPi~KO diff --git a/index.md b/index.md index c2236fb..d0e14d6 100644 --- a/index.md +++ b/index.md @@ -1,104 +1,104 @@ --- -title: Senior Machine Learning Scientist — Generative & Agentic Models for Biology +title: Senior Machine Learning Scientist, generative and agentic models for biology layout: default --- London, UK • [linkedin.com/in/ctr26](https://linkedin.com/in/ctr26) • [github.com/ctr26](https://github.com/ctr26) • [Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en) -*Focus:* Generative & agentic models for biology • LLM post‑training • Out‑of‑distribution modelling • Virtual cells • Open to relocation (San Francisco) +Generative and agentic models for biology • LLM post-training • out-of-distribution modelling • virtual cells • open to relocating to San Francisco [Download as PDF](cv.pdf) -## Professional Summary -ML Research Scientist building **generative models that generalise to unseen biology**, so that we can build the first virtual cell. Eight years applying machine learning to biological data, from light‑sheet microscopy and TB‑scale image archives to single‑cell transcriptomics and knowledge graphs, with papers in *Nature Biotechnology*, *NeurIPS* and *Nature Methods*. I write the research code and the infrastructure: tools other labs use, agents grounded in real biological databases, and training and inference on cloud and HPC. +## Summary +I build generative models that generalise to unseen biology, with the aim of building the first virtual cell. I have spent eight years applying machine learning to biological data, from light-sheet microscopy and terabyte-scale image archives to single-cell transcriptomics and knowledge graphs, and published in *Nature Biotechnology*, *NeurIPS*, and *Nature Methods*. I write the research code and the infrastructure under it, from tools other labs use to agents grounded in real biological databases and training and inference on cloud and HPC. ## Experience -**Senior Machine Learning Scientist — Valence Labs @ Recursion Pharmaceuticals** -London, UK • Oct 2024 – Present -- **Agentic biology:** Build **tool‑use systems grounded in real biological databases** — constrained decoding over **Ensembl/HGNC/ChEMBL** vocabularies, tool‑call verification against structured resources, retrieval grounding and verifier ensembles — producing explainable, multi‑source gene–gene hypotheses. -- **TxPert** *(Nature Biotechnology, 2026)*: Co‑author on a state‑of‑the‑art transcriptomic perturbation predictor conditioned on multiple biological knowledge graphs; owned benchmark‑task design, data curation and **OOD ablations**. -- **LLM fine‑tuning & reinforcement learning:** Post‑train multi‑modal LLMs over **knowledge graphs, literature and omics**; apply **RL** to align agent behaviour with verifiable biological objectives. -- **Generative out‑of‑distribution modelling:** Train **large diffusion transformers** to generate perturbational biology, targeting generalisation to **unseen** perturbations, cell types and their combinations rather than in‑distribution interpolation. -- **Gene expression + bioimage data:** Model **single‑cell and bulk RNA‑seq** jointly with **high‑content phenotypic imaging**, so each modality constrains the other where one alone leaves the prediction under‑determined. -- **Active learning:** Design acquisition strategies that choose the next experiment under a fixed budget, closing the loop between model uncertainty and wet‑lab capacity. -- **Research engineering lead, ~30‑person research team:** Set technical direction and engineering standards across a multidisciplinary ML and biology group; **scale models to the cloud** for multi‑GPU training and distributed inference; foster collaborative coding — code review, reproducibility, shared tooling — to carry research prototypes into production. -- **Virtual screening:** Evaluation strategy and error analysis for proteome‑scale binding‑affinity screening. -- **Community:** Organiser, Virtual Cell Journal Club, bridging ML and wet‑lab teams. - -**Senior Research Associate & AI Engineering Lead — EMBL‑EBI (Uhlmann Group & Bio‑Image Archive)** +**Senior Machine Learning Scientist, Valence Labs @ Recursion Pharmaceuticals** +London, UK • Oct 2024 – present +- Build agents that use real biological databases as tools; they decode within Ensembl, HGNC, and ChEMBL vocabularies, check their tool calls against structured resources, and are grounded by retrieval and verifier ensembles. The gene–gene hypotheses they produce are explainable and draw on several sources. +- Co-authored **TxPert** (*Nature Biotechnology*, 2026), a state-of-the-art transcriptomic perturbation predictor conditioned on multiple biological knowledge graphs; I owned benchmark task design, data curation, and the out-of-distribution ablations. +- Post-train multimodal LLMs over knowledge graphs, literature, and omics, and use reinforcement learning to align agent behaviour with verifiable biological objectives. +- Train large diffusion transformers to generate perturbational biology that generalises to perturbations, cell types, and combinations the model has never seen, rather than interpolating between ones it has. +- Model single-cell and bulk RNA-seq jointly with high-content phenotypic imaging, since each modality pins down what the other leaves open. +- Design active learning strategies that choose the next experiment under a fixed budget, closing the loop between model uncertainty and what the wet lab can run. +- Research engineering lead in a ~30-person research team; I set technical direction and engineering standards across ML and biology, scale training and inference across GPUs in the cloud, and encourage the code review, reproducibility, and shared tooling that carry research prototypes into production. +- Work on evaluation strategy and error analysis for proteome-scale binding-affinity screening. +- Organise the Virtual Cell Journal Club, which brings the ML and wet-lab teams together. + +**Senior Research Associate and AI Engineering Lead, EMBL-EBI (Uhlmann Group and Bio-Image Archive)** Cambridge, UK • Dec 2022 – Oct 2024 -- **Team leadership:** Supervised **6 PhD students**; established coding standards, CI and peer review across the lab. -- **Self‑supervised representation learning:** Created **[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** and co‑authored **ShapeEmbed** *(NeurIPS 2025)* — contour and morphology representations learned without labels, both shipped as **production Python used by other labs**. -- **Cloud compute for biologists:** First author on **bia‑binder** *(Bioinformatics 2025)* — web‑native cloud compute alongside the Bio‑Image Archive. -- **MLOps:** Designed scalable pipelines processing **TB‑scale microscopy** across HPC and cloud; containerised workflows, automated experiment tracking. +- Supervised 6 PhD students, and set the lab's coding standards, CI, and peer review. +- Created **[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** and co-authored **ShapeEmbed** (*NeurIPS* 2025), which learn contour and morphology representations without labels; both ship as production Python used by other labs. +- First author on **bia-binder** (*Bioinformatics* 2025), web-native cloud compute that sits beside the Bio-Image Archive. +- Designed scalable pipelines that process terabytes of microscopy across HPC and cloud, with containerised workflows and automated experiment tracking. -*Part‑time and consulting roles held alongside EMBL‑EBI, 2022 – 2024:* +*Part-time and consulting roles held alongside EMBL-EBI, 2022 – 2024* -**AI/ML Founding Engineer (part‑time) — Amun AI AB** +**AI/ML Founding Engineer (part-time), Amun AI AB** Stockholm, Sweden • 2022 – 2024 -- Built a **GKE/Kubernetes** model‑serving platform with **NVIDIA Triton/KServe**; supported **100+ models** for **30+ daily users** with auth, monitoring and autoscaling. +- Built a Kubernetes (GKE) model-serving platform on NVIDIA Triton and KServe, with auth, monitoring, and autoscaling, serving 100+ models to 30+ daily users. -**AI/ML Engineering Consultant (part‑time) — DeepMirror** -Cambridge & London, UK • 2022 – 2024 -- **MouseMindMapper:** Shipped a brain‑histology segmentation product generating **£50k annual revenue**; owned it end to end — data, training, packaging and docs. -- Wrote a high‑performance **C++ cheminformatics fingerprinting** library for production. +**AI/ML Engineering Consultant (part-time), DeepMirror** +Cambridge and London, UK • 2022 – 2024 +- Shipped **MouseMindMapper**, a brain-histology segmentation product that brings in £50k of revenue a year, and owned it end to end, from data and training to packaging and docs. +- Wrote a high-performance C++ cheminformatics fingerprinting library for production. -**Data Scientist — Brazma Group, EMBL‑EBI** +**Data Scientist, Brazma Group, EMBL-EBI** Cambridge, UK • Dec 2019 – Dec 2023 -- Co‑authored the successful **AI4LIFE €5M** grant (federated bioimage AI infrastructure); contributed to platform architecture and model‑sharing strategy. -- Drove **large‑scale AI microscopy** analyses in the Image Data Resource; collaborated with **Google Cloud** on representation learning. -- Taught annual deep‑learning courses to **40+ researchers** (PhD to PI). +- Co-authored the successful €5M **AI4LIFE** grant for federated bioimage AI infrastructure, and contributed to its platform architecture and model-sharing strategy. +- Drove large-scale AI microscopy analyses in the Image Data Resource, and worked with Google Cloud on representation learning. +- Taught an annual deep learning course to 40+ researchers, from PhD students to PIs. -**Software Engineer (COVID‑19 Response) — European Nucleotide Archive, EMBL‑EBI** +**Software Engineer (COVID-19 response), European Nucleotide Archive, EMBL-EBI** Cambridge, UK • Mar 2020 – Sept 2020 -- Built CI/CD for the **COVID‑19 Data Portal** enabling **daily global data updates**; scaled NGS alignment and **Nextflow/Kubernetes** ETL for surging data volumes. +- Built CI/CD for the **COVID-19 Data Portal**, which let it publish global data daily, and scaled NGS alignment and ETL in Nextflow and Kubernetes as volumes surged. -**Computational Microscopist — National Physical Laboratory** +**Computational Microscopist, National Physical Laboratory** London, UK • 2018 – Dec 2019 -- Developed novel **3D organoid segmentation** methods for cancer research; consulted for MSquared on advanced imaging. +- Developed new 3D organoid segmentation methods for cancer research, and consulted for MSquared on advanced imaging. ## Education -**PhD, Engineering — University of Cambridge** • 2014 – 2018 (EPSRC PES‑CDT) -*Thesis:* “Light‑sheet microscopy for tracking particles in large specimens” -- Designed and built a novel light‑sheet microscope with automated acquisition; algorithms for particle tracking, signal optimisation and micrometre‑scale tomography. Supervised 2× MRes and 1× BSc students. +**PhD, Engineering, University of Cambridge** • 2014 – 2018 (EPSRC PES-CDT) +Thesis on light-sheet microscopy for tracking particles in large specimens +- Designed and built a new light-sheet microscope with automated acquisition, and wrote algorithms for particle tracking, signal optimisation, and micrometre-scale tomography. Supervised two MRes students and one BSc student. -**MRes, Photonics — University of Cambridge & UCL** • 2013 – 2014 • structured‑illumination microscopy reconstruction -**MSci, Physics (First‑Class Honours) — Nottingham Trent University** • 2009 – 2013 • top physics graduate +**MRes, Photonics, University of Cambridge and UCL** • 2013 – 2014 • structured illumination microscopy reconstruction +**MSci, Physics (First-Class Honours), Nottingham Trent University** • 2009 – 2013 • top physics graduate ## Selected Publications -1. **TxPert** — out‑of‑distribution transcriptomic perturbation prediction over biological knowledge graphs. *Nature Biotechnology* (2026) • co‑author. [doi:10.1038/s41587-026-03113-4](https://doi.org/10.1038/s41587-026-03113-4) -2. **ShapeEmbed** — self‑supervised learning of 2D contour representations. *NeurIPS* (2025) • second author. [proceedings](https://proceedings.neurips.cc/paper_files/paper/2025/hash/124cc3a6e8f563555c8bba9f5ded690f-Abstract-Conference.html) -3. **bia‑binder** — web‑native cloud compute for bioimage analysis. *Bioinformatics* (2025) • *first author*. [doi:10.1093/bioinformatics/btaf412](https://doi.org/10.1093/bioinformatics/btaf412) -4. **MIFA** — metadata and accessibility standards for reusable AI training datasets in bioimaging. *Nature Methods* (2025) • co‑author. [doi:10.1038/s41592-025-02835-8](https://doi.org/10.1038/s41592-025-02835-8) -5. **DL4MicEverywhere** — reproducible, containerised deep learning for microscopy. *Nature Methods* (2024) • co‑author. [doi:10.1038/s41592-024-02295-6](https://doi.org/10.1038/s41592-024-02295-6) -6. **CIR4MICS** — synthetic ground truth for benchmarking image‑analysis methods. *Bioinformatics* (2023) • co‑author. [doi:10.1093/bioinformatics/btad587](https://doi.org/10.1093/bioinformatics/btad587) -7. **The COVID‑19 Data Portal** — rapid open‑access data sharing for SARS‑CoV‑2 research. *Nucleic Acids Research* 49(W1) (2021) • co‑author. [doi:10.1093/nar/gkab417](https://doi.org/10.1093/nar/gkab417) -8. **mmSIM** — open toolbox for structured illumination microscopy. *Phil. Trans. R. Soc. A* (2021) • *first author*. [doi:10.1098/rsta.2020.0353](https://doi.org/10.1098/rsta.2020.0353) -9. **Frame‑localisation OPT** — reconstruction for optical projection tomography. *Scientific Reports* (2021) • *first author*. [doi:10.1038/s41598-021-83454-z](https://doi.org/10.1038/s41598-021-83454-z) +1. **TxPert**. Out-of-distribution transcriptomic perturbation prediction over biological knowledge graphs. *Nature Biotechnology* (2026), co-author. [doi:10.1038/s41587-026-03113-4](https://doi.org/10.1038/s41587-026-03113-4) +2. **ShapeEmbed**. Self-supervised learning of 2D contour representations. *NeurIPS* (2025), second author. [proceedings](https://proceedings.neurips.cc/paper_files/paper/2025/hash/124cc3a6e8f563555c8bba9f5ded690f-Abstract-Conference.html) +3. **bia-binder**. Web-native cloud compute for bioimage analysis. *Bioinformatics* (2025), *first author*. [doi:10.1093/bioinformatics/btaf412](https://doi.org/10.1093/bioinformatics/btaf412) +4. **MIFA**. Metadata and accessibility standards for reusable AI training datasets in bioimaging. *Nature Methods* (2025), co-author. [doi:10.1038/s41592-025-02835-8](https://doi.org/10.1038/s41592-025-02835-8) +5. **DL4MicEverywhere**. Reproducible, containerised deep learning for microscopy. *Nature Methods* (2024), co-author. [doi:10.1038/s41592-024-02295-6](https://doi.org/10.1038/s41592-024-02295-6) +6. **CIR4MICS**. Synthetic ground truth for benchmarking image-analysis methods. *Bioinformatics* (2023), co-author. [doi:10.1093/bioinformatics/btad587](https://doi.org/10.1093/bioinformatics/btad587) +7. **The COVID-19 Data Portal**. Rapid open data sharing for SARS-CoV-2 research. *Nucleic Acids Research* 49(W1) (2021), co-author. [doi:10.1093/nar/gkab417](https://doi.org/10.1093/nar/gkab417) +8. **mmSIM**. Open toolbox for structured illumination microscopy. *Phil. Trans. R. Soc. A* (2021), *first author*. [doi:10.1098/rsta.2020.0353](https://doi.org/10.1098/rsta.2020.0353) +9. **Frame-localisation OPT**. Reconstruction for optical projection tomography. *Scientific Reports* (2021), *first author*. [doi:10.1038/s41598-021-83454-z](https://doi.org/10.1038/s41598-021-83454-z) -Full list on **[Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en)**. +The full list is on [Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en). ## Patents -- **Virtual Cell Foundation Model** • Patent pending • 2024 (Recursion) -- **TxPert: Transcriptomic Perturbation Prediction** • Patent pending • 2024 (Recursion) +- **Virtual Cell Foundation Model**, patent pending, 2024 (Recursion) +- **TxPert, transcriptomic perturbation prediction**, patent pending, 2024 (Recursion) ## Open Source -**[bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed)** (author) • contributions to **napari**, **BioImage Model Zoo**, **Hypha Platform**, **DL4MicEverywhere**, **BIA Binder**, **COVID Workflow Manager** +Author of [bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed); contributor to napari, BioImage Model Zoo, Hypha Platform, DL4MicEverywhere, BIA Binder, and COVID Workflow Manager. ## Skills -**ML & AI:** Diffusion transformers, generative modelling, foundation‑model fine‑tuning & post‑training, reinforcement learning, agentic / tool‑use systems, constrained decoding & retrieval grounding, active learning, contrastive/self‑supervised learning, OOD & uncertainty, evaluation/benchmark design -**Frameworks:** PyTorch, Lightning, Hugging Face, Pyro, TensorFlow, scikit‑learn -**Bio & data:** Single‑cell & bulk RNA‑seq, high‑content & phenotypic imaging, histopathology, GNNs, knowledge graphs; UniProt, PDB, Ensembl, NCBI, ChEMBL -**Languages:** Python (primary), R, C++, Rust, MATLAB, Java -**Compute:** Multi‑GPU (A100/V100), CUDA, distributed training, SLURM, HPC, GCP/AWS -**MLOps/Infra:** Kubernetes, Docker, NVIDIA Triton, KServe, MLflow, CI/CD, Terraform; Nextflow, Snakemake, Airflow - -## Grants, Teaching & Service -- **Grants:** AI4LIFE (2022, €5M EU Horizon, co‑author) • EPSRC CDT Studentship (2013–2018, £120k) • Nuffield Research Bursary (2012) -- **Course lead:** Deep Learning for Bioimage Analysis (2019–2023), 40+ participants/year -- **Supervision:** 6 PhD students (AI & spatial biology) + 3 project students -- **Peer review:** Nature Methods, Scientific Reports, Journal of Microscopy, ISBI (2022, 2023), ICASSP (2024) -- **Talks:** FOM (2018, 2022, 2023), MMC (2018, 2022), CBIAS (2023) +**ML and AI.** Diffusion transformers, generative modelling, fine-tuning and post-training foundation models, reinforcement learning, agents and tool use, constrained decoding and retrieval grounding, active learning, contrastive and self-supervised learning, OOD and uncertainty, evaluation and benchmark design +**Frameworks.** PyTorch, Lightning, Hugging Face, Pyro, TensorFlow, scikit-learn +**Biology and data.** Single-cell and bulk RNA-seq, high-content and phenotypic imaging, histopathology, GNNs, knowledge graphs; UniProt, PDB, Ensembl, NCBI, ChEMBL +**Languages.** Python (primary), R, C++, Rust, MATLAB, Java +**Compute.** Multi-GPU (A100, V100), CUDA, distributed training, SLURM, HPC, GCP, AWS +**MLOps and infrastructure.** Kubernetes, Docker, NVIDIA Triton, KServe, MLflow, CI/CD, Terraform; Nextflow, Snakemake, Airflow + +## Grants, Teaching, and Service +- **Grants.** AI4LIFE (2022, €5M EU Horizon, co-author) • EPSRC CDT Studentship (2013–2018, £120k) • Nuffield Research Bursary (2012) +- **Teaching.** Led the Deep Learning for Bioimage Analysis course (2019–2023), 40+ participants a year +- **Supervision.** 6 PhD students in AI and spatial biology, and 3 project students +- **Peer review.** Nature Methods, Scientific Reports, Journal of Microscopy, ISBI (2022, 2023), ICASSP (2024) +- **Talks.** FOM (2018, 2022, 2023), MMC (2018, 2022), CBIAS (2023) From c9d789433e5abb51f08ba0cf4fbe569c25aca0bc Mon Sep 17 00:00:00 2001 From: Claude Date: Wed, 23 Sep 2026 14:38:54 +0000 Subject: [PATCH 07/10] [ci] Drop PDF build from preview workflow CI only builds the site with the Pages builder again. cv.pdf stays committed and is regenerated locally with `make pdf` when needed. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- .github/workflows/preview-build.yml | 11 ++--------- 1 file changed, 2 insertions(+), 9 deletions(-) diff --git a/.github/workflows/preview-build.yml b/.github/workflows/preview-build.yml index 0431db5..56b9577 100644 --- a/.github/workflows/preview-build.yml +++ b/.github/workflows/preview-build.yml @@ -29,23 +29,16 @@ jobs: source: ./ destination: ./_site - - name: Render CV PDF from index.md (pandoc + Chrome) - run: | - sudo apt-get update -qq && sudo apt-get install -y -qq pandoc - make pdf - - name: Upload preview id: upload uses: actions/upload-artifact@v4 with: name: site-preview - path: | - _site - cv.pdf + path: _site retention-days: 14 - name: Summary run: | echo "### Preview build passed" >> "$GITHUB_STEP_SUMMARY" echo "Download: ${{ steps.upload.outputs.artifact-url }}" >> "$GITHUB_STEP_SUMMARY" - echo 'Unzip, then `python3 -m http.server -d _site`; the freshly built PDF is `cv.pdf`' >> "$GITHUB_STEP_SUMMARY" + echo 'Unzip, then `python3 -m http.server -d site-preview`' >> "$GITHUB_STEP_SUMMARY" From 93625b8d6e6b497027be37a9f36dedd75e3978ec Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 24 Sep 2026 18:22:27 +0000 Subject: [PATCH 08/10] [cv] Drop compiled cv.pdf from the repo Build it locally with `make pdf` when needed; it is now gitignored. Remove the site's "Download as PDF" link so it does not 404. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- .gitignore | 1 + cv.pdf | Bin 123631 -> 0 bytes index.md | 2 -- 3 files changed, 1 insertion(+), 2 deletions(-) delete mode 100644 cv.pdf diff --git a/.gitignore b/.gitignore index 6eb92de..9aeb3c3 100644 --- a/.gitignore +++ b/.gitignore @@ -12,3 +12,4 @@ _site/ # Vendored Vale linter styles (fetched via `vale sync`) .vale-styles/ +cv.pdf diff --git a/cv.pdf b/cv.pdf deleted file mode 100644 index 8c8216b6239af2e1fb4342d4325850631355f25c..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 123631 zcmb?@1ytNi_GWN*cL)%?p^?U&01566K^k{$2rj`bc(4#4xVyVs2rj`1?!j$4Z{F;@ z-LvyQXXb6wmy%y~Reg1<>ej8(U(+i~NwWa~+^FlAt82kD_2`E zHKU}nv6Th2I)GZ$&BX<5Ys*TlY$?Tr$}Z^)Hg1la8T)&iTzS-G|h6G2XX@e9KZjl)r`%Jovr@-Ftl-HX9qJkQ!uo3H5)5qb|?mF zJ80>DcFW4aUdq@N+IcAfP7Y2G2R|nlkc$Hd1hQ~&FhJkXataP+|8o%$5md0f+3&I7 z`q!A48dC#N*(DUH*%cj}?Tl^zRS3xOuTtusj$mqbaeI3QS5$U2Hxt)C($GP%L1mYw z=7v__;A{r%yx#B6a2TMntAb5ksrC4Q03K>y9)18fke{EA8psQz<^}NsfFNiJT1cGw zw^II5wW%uZWpYv}kfRl&wFXPVzb3|&!^d6G~{M! zYiDe4Z{h6V=E!bh1+Qk*R@z|k4GLC!D|{&@csac|p6dX^542&b;075!L= zXkP!~*}vWb9j>Ooe(rhobGa1a>rC}vz=gS{(n4g`v9e(}IwF04I37*{$m-Uw;TE*| zbRqS`rOQK~q}uv;7n|be2Tb^Ge_L|j!PM|n5uxUI>oCps{M_+$>;9aw`t)=jDw@8u z`g|hy6t8sr)tt<}<8dOTqwQgPd)3ID_ZxHS8wNKnfkLL;-Sh0H>u1+{-q{`ozn14! zqi1iHXT#9b(C04>eh-^ePunAYkK54pe-%u0czdQf45y|miC}?Z_YXR}t)7&VM5kxJ zi)NUg^h7^#iPqsgU0vU^Juf}qHuycpu0E|+JgXd+&I$Vc?vlgR*UPQPqx)6EX&;jF zXG@>^r`QzH@tP~YW}oL(_F<)dmWmC#cAsae257F!NC@BS?Wv4?1e=qNZwc8Jxoss{ z?W|f4c?p-&TDJxF?4$S!obKgX<}MFtc*h;e36nI8Y5+#J2RI0A=vSi2)C`%69xdBo zt#+8q7q?McmVq8k&Izi+It2T8BDo~{E$$t@erdlTe(!GmfCRLW$velQ1Y|+B14)8zwup9 zrCwP}xBOz0W!a)bQIR9Rs?r3W zeNfs%Rz`-#UAy9Y8bbz|Ii}BUs9w&)o=5v$Whe0u8^G~Vt7pz*_O;9Ai7ACidc5Y8 z^mhT<6Nak?j{>@WLX5VO7tS;aT_y8E61g&iGH4DV(qx@jvlXRj-%HD!ws0_o1u@?9 zLuNa>-hhHSV<$ z@)Jx5Y0xTNZFYuhEhxvT(}RFh{{j71c-IFO-}u4R&m|T8nlpR61=)PALu&{@QAp|O zG!5U6Z)%NILql49T^)yJgF592z3a~&h*~|!C~QqphHrZ^?&%zHlJL;3gTGJx(S?1^XW^8)p{j#w_4O-_IH)@%2m@O)06u>R#a(Sb0-B)NuMG^ zGiD1IiQKTW$sw4?x}uO>DNzW;`0X8qKvprvjvJ6L-zE;+l=6vzKqBf=q3X-Jb=Jr9 zXbiW;0~M9Mp)uVt07tnc+R4v)mf2C2c#ou8XOP0!uZkqKr8_^E0-YwT04KrSNpTK| zLN}Vuma+mEuG4Y%IN$cV3<1s@ z+5_aXdwzW~hlwWWSy>d8vME^IIawGLXeohS#bt=?4W-*Qyv(P#o%{3ZiO5sCBXG?qy{=S>OnjvExwi%Dr8^XBM zh4wI`g|&l?0w+kM2swR3F}2#|_V08d?`TDgrd&oQm(uQn#7rPOB5%dNOFlnd3_QZ%)QS=ri$sOu{hJhaxNC}U1Jt3ayDOt_-G`O~d85R;E# zf;>Wo=V@pc_~yCjI@GCap{pY%hIm5r27D=zt6Q|5z;lZ*1-0>S*t91MtDu;Ml(%9s zpAeZXB-&1fE>WbNY1U}^tE(8|auZo-0!AsduUI}?B|lR-o0ZMR;T7$?f$`z(y>?i1C{ z6k9HmsEW?TkiHg|nBk@3gWf<}Q>@isx*UHip&Rh9%LjNbW|)DV1vmM*w~*H`BB@m@cr-8J7oS~sGP`E=+SQ&@_9OxvU`;Oxz0t=$V}+9@ zP;up>1E4)6@cR7ptVnnR0M>%(Teq0yps^&&$ga@}+dr(V@2pbj0# z+4XrA>(YlXJk_-Z&LF$h<#QZ#9~>*G_WS@#blN(3-RODdnb_&KWKb=JXP#aZS3-6BF=;2ZV*E z3fvHVzwo$0AQ?h<`nEJMH$Hq=c0cgLm9xQbOMSz2l~y3_&HDle_qQOcg2$K6ULYMp zJ7mD8*MzNH$5%EYK6({xZF^<~I%EAm4!0}_Y~>^6ZB8y?%c^xr+6GIjnE|5XT0tI> z+|SI<;C8uc>-g>TgQZ8OmGsxip*ap6?aN5!8;^6Ioww{4H!}iRLM4tP9mA3{Y8;?m zH}q>8uWA}kQ6y)qOtet1T*(V=p8V8v_*kI+qV0LWr%{9FdUbnGlK_BqTBLI2!|J6|+{}8d(n4k+QpZ}X z8}%8`*sPK;?<*5sAQJFt0YqpWvy@u2KD(fTw~8ZzcY1Oi{mRpqD*|jDR844X`Ehk0b7eEKKbD@Yg?+hVx58$ z39gg4UKqyiSiy07Gh+-pn0>940>4V?Y=xw0jhOBZefCSyqCIPoRpB>w%frAxnR6AV zm+!GYBClD-zflpiwB{#O_Y2FK`(%WFY7(Q%4<~Yv5y*XNz@Q+UzZ&-n5l~J*TXr0P zHI zQNc6F{Krz823-?%wJx0@ z(R@p8tvqMRYebt!Rlr?ZCvmBN#q_11F2sQ5^Z`*LJuN zLQ{Nc+9|s}LcybDskmCo-@y|O(GH*ev@~|5`L@r;bNQEqb1`3t@4GLnjouvI+V`Uz zhFR~q#`_xm1!52KZxSULxOqK4&<>0EA`a=s?8&v@qnG-!UrS~mN;!=)u+cC5hkqewPFWi4GJEfv^84-mDkJzsOI)iY(F-)1UDqz-CRV%h z$pou3fUZIxVKd@pykXoy*n5;jLQP^%;va_gZI^U0hL!pnNQoj^Pq%|!1PTpa*1S7B zCh9@$A4a)!=5^VclTl1Fb%WWOHjE=G64O}8ry(Ww!%b;TaXHtPhr{HRES^OhtDz2e zm{!Fq4GH7{fVl8Ax-yI3E#NdE21I8k^``jG*pK)waY#jvq^znTO9XPyKquk`P2csSlPzNC-t92Xj=AG z6vj#;g@1WNUB!xm!k3({Hc}1hlFhz*m!~u`YInic@uJD_BrskCP*pb#PwUgF)Sgxu zd;M$~1kLJj;U?bOJolGg5~17*v)B`nS>7UHeYOpZ*U`26@(`nqY$r>j4Y%C$xAh;=)qEX%C@79qsw0Dx@ z;3ZWS1dU&&Dj{Zi5hBk&z>4S_*866(U`6h9qE#j@cjC_X+{lU=$9RPD^HI`HoW=1r zY}3R$*9(s-23YbPkT5boeO7w7qAy9nN1ipLep`C9|I}sS_%fwzy zYmYfxL*^tM-ble+atWxgM`OJ1HOaZM?V(`KVMNieu!8*f`mZI4AQmu$eIs$2@J;7e)@0 zM?b>p_>(k>L+-KEn+{q6;Xvahqf+u~vQ`IL{(6brSxK#UikaDzCM?D*$i$U=F?)fpwUqEq9uFkZVez za*9kVzxU!#fyRplkk$5q-H9K5ejVfN!W3V4EO zDUZdr;J;z??*qg^CJ!|X8@^2bornfWb5L&;@Xz6xlPHQ05w82-D#9T9=?vENd zAzz@qj)ruXx(Bg-;wTPyHf!!bX@SXXJj`#s3vk_A`Ff04kr_lB`IBag{L|plTmg2j zQXCyCSWh@?o|mP|^Yv-xknyi`27Fn3t<-MoxrVfq7eE9z%#fm861vXRKtHjlY;Q z?Lcx{Z&Bno`4~0YJs|NN^i&*_gx8s%nSbWS!>)|k&r{MNcAlcuNR$oP4jpfZy^CbY z9h{gxXPt@6Ea7Os8@N>?a=sen>uoe;%E_A_U0Lu^ zwOwOa<0^bj_R3W#Q9iB0AvhaG8&Plg1f{FC20jZ|(cm6Vi?JppY-2>~U+jmf>@&!U2q%ufM1#pQuO3Ec&FaF@^I2 zdgTh21F!A(7~e?AeokHf7()ePd~e*h+=p&>P(Q0izCM zBa3THE59HSygp?+tU`sCwrwJvYOQ}r;blfXv?rH=#@tdG66AK;Ehl|KR%hdDg`Mu^COFPc1oL3KH>ggUOeL z;w#*F+y|!{$MUa2j<8ngCo)PMozIDWZtpmdzP#FuD`5CFPbNFq5|;x!o_fq`o8P|d z>ZJf6xx4w%ewT3BN=6)3ZXxxYm%D?(mjt44;$?X@O!XyGA)N-ek>_1+-+G14p?kzVm! zhK!A@?w`SU_`KUBsSk*`_2+med|$I#S@@`2l+6R_D zif(YwubSEqU8m}uBhh2j)b=b_+x9H0S^^uKqu&W`Q^F%Oi`vCDB{|{f7e!@DD4P}I zmow|;bj}vHC-=B&{SqO4X}If=Xzr9w#*XLu8<#@XuuV*d}_H z;3oPhXnU+B*1Dr?a^VW8lrFSNpWV&9M$4kobj$g>mm^*dYH|qwly;T#NI3#FRO{Ot zybW%$V)~g}ANVqk_T|8GKg}DHn>7hhZT`JCF(yO&r{^DdHmPd^h}RLaraSdLfIWi_ z6JfJ_CvUneV?{nQK81v;?A2r;Bq4;3Xv}H8`ep5@XtLvB|dI8 zGmR{n4tbK9d_-|2?PWvFi-LQ!@?k4R(4p~UEVK)3I@tV7vB>wfS!m%BleA_M zuG5QaT2LM?gIt)}+pPj2r~bg!jT=Ey(#W<6e$h=@)&sZ2QiOt2&I0cnQnld|G9q&u zN{%PAnin{BlUc>VVBK^87*ijq< zHVca>&8&96{9*EFj5b6?>IZUq`|gLLPx*Q_$AdU-Rm;tBVdTcaTgVo2Y}fZ)ugBDC zf#X~S>zk5xBc4V~o>Kby)XL~l8x1#|&9-oxOQPz{aW`={`0|?LdT~_iTLz5VTq#Qe z0vHi2?BQ5Ju`|bW=+E(RMwMUeHmuoprN7(Kc$R%Jj)L`kg;4O0gI!5#R0lh>gsktJ z`RkNBMZ}XtRyTYoi@nmYS0+dln>2>}CyrJfl?GLTi>tmR1qG3S%s|M>q|~fB zko5j;<2=-qQ}PP{u3};$+j2KI;&V4mPIeo&`3_YNHX5Ze)6WH+*Ip@6%Up00ItR0x zel76f6y7JnS5PMUQW(`tCe_r-#WW%&lxkNuT^$$gvgv)Y%;&cTmEC2&IYHj>?ILzc zw6yY(=PK3h67%H^M&kW{JfPs`9lsopb{Vm5o^2XZH9;u%uph)L1UIcTF`0g?*R_x- z^HPHc`p)t5O4Yau-a@k@w`W77#-o!2czstg$l83huGbgQGPAcr0ekVgn|W@$1cWEq zRUEeqi=K$oo?N1urWBfRCGo-sC%QytFzBp3MSd_wDv+;9?~$$|c=P#4e}79s#+dQWWu42D z@AWVv&rPB9kq>2-*dpOs|LjT4Cx#N$Ul%}o&lfG16PAF}(uj{=q7kx_=Hd2{uwr)u z<74&@qac+iun@j_1GDfkbCJ)5mlK_@BG47ve~zK$RCz`~QuQ$W=cbbgK$ z6eu9SGtlTxm=B97P~l0~%e|_fyo}~4p+)Q~V!VChRQ}Sw{pE=z;Ht;CIOqv=rFvI$ z{a|h;V!E{FkpEk7VfKwSrXFEBxrhypH#A{UyoK zKQ#uVN51&Py&7qzj@A+;V;i{=|HOI_#I4he_1$bC^HM|nnsw>Mm>_H7yI?{o>`kOC zIM;KgdUC&xl(g`=P#pfQmejs*v)DLXz!$gcvl{(mOfdm2VbMM<4Sw-1sa=trYAz>u zd%C)i``zY@gkuD+SEwKsb3Imi>|OLN|7D$5b){)8*my#E_MeOnna`^?|LbhB}+kE)&wZHME2x9=5f`9L=UbgM3ZhNOlSJwMNR& z!eK$;#Fb~mSvl0iSXA0B!3h}`%G5IBVybT*7G=`HuzNmaj|WV1R!MJ>6y2<6xc_W5 z3%5v=#P=Y(k9&KW0I**CdRMcw zY#=B+tYaonWKdy?ej&W)ZESw|8%Tg`zWb zMj8hfG^xJT?yB#_H(7>ImPg+0if1r>%2;qynqp=tNPcan_}E-v1=f+78t%?D?QlmL z@I5+qao9PCiFsVSgeLBwnKA>uKQ3xp-ABIE3zfZoEB|H3YLY>j%jL1EBPxv)>Z)83 zy^hOVyE7G?Wc#5ntWpB_eJhlCpZjas;U^cjLKdn3r_TD;>DA@EocUw%lG#suhlHB9 zt50`3dh8EJC)i%{>Q*RBV-r&uM@7Z9!hmSx=M5un?3#QBFGxgC7f&G=audj4D8yQr zn80J0{QcfB_gO#LnY~xes>!bYN22h7Ib5s5r^sL0QA})(wI(Oq5>ynoEgRlJxpkVX zA42Pm&&B&>lS#RRvERVh%*c*W$c(I-DbXCAMeviAea+K55~nrnDXkEyee*HuCdX>g zFY6tb(?bL<)I+@Wmy^4#A-PDMdbM@F>LL=GQQ}Frg(V)sE+*4KWWW2~y_oEpfLJ?I zyxm}hC|5E^|F!{Tb8h2g^(HXMLAUy~zQ<r5oIThuXf zBvLi1WQ`s$idoH|y(*xY)+BR|385FZpmbe7CDYwZ9tDk&_5ohSp zdmk8+{aa!`dx>5vw`IRCT$zyhBNQ0{6|R&J7PHSGztTSz|7Lp59mtj9gd@}pJ*dt> z52`-_x;g$36)J>@@GmIihRMNeXG_2D7s(1m82nFi?lKN2KH9*+@lP#jH%RUq?BW*J zlzHfM6jb!G}P(w}r9@OO1LQQ@@)Z~vs zO+N8&laB;7`MyjM`D8YFu+7gVA$uucc#bwV)zlS-BkId!G<0mUH-J+P+>L==@`1Tl zFNB>lRt`>H>nUas3v=vCF*j3XZOS5S3)0N0HbWK4lroSKKq|lJit+_5En1ZNEyd(v zr$Pz^g!RM$SiatgFc0@}ePBj4Xy8(9nY&6}f{ce`sh!5}xv_{Zhia}ESBtfA&5{N+ zGUHqSo<--yS^uQub}E|`Ajg#LIYJ~iW~h_!+r~$ClP^WY*dHY`&!ebkna@bKog$c|?-?!NyS9~O+LqBhSQ^+0gIYBDx^)F42Jy#^^aoX)c&zUPehe7G8_tez2 z(RDtK6xi5z?Tb3IE>{w(T7n}2)YRmcGvnVek&)Y>ix%v|U&s0*MNQ9)3>$l~eesg? zjDJKp%;RmA^us(SVB_RNQ2U~5@pLpMl22X9U7?L4zC!CwHC^x0>hA;F;tQCrD>1Q3 zB&f)UiD`e5(p#d2>H3vFQ+@gZ1^KHCY~WtJ|GStt|8E{MS6!?&i|#XqdA%?1$`_%2 z{jhv2d?HY-g-1qKOa*=cIlX%~rV2?}Ob5Oh&MpMDn?<3HBBe_GvwtN|S=^4^u&4ot z0Mm)IFaX0;KU>)I(E8no2(de%j1OR1iEPeXpHj?gF862WZW5n@r8<_-ZPT*^nJh6A z0aBgv+rU~67TcG>!w(yR@h;}bOq3^RilUau3y$V&$2qgw&MxA*5Mruw{)7(({d_cR zPG_8tY2LpqHHe9WL#*UZ79&rQtjEF*PQz_XBzfKRZNx`60)hg6P88veGy4TjU9Hg) zQ>7rajOBnsz9KTfe2Q5+KVVeHY{B2?im`s-`|%wkjbHwE)c5-O@|X-FKr|U=>|6A! zi^i9*H@0XRJb)K%= zuz^e%{nogynwRHmu%%v1$7ZE3FcSK^$oO9}ccbm{te(DWykCWW+493#`zJn*ca$?A4EVdLd)KzPyZ&6 z*^94K%g0v}mcd@->dp}{I?tbvJlUI8Nc-LWiva#64K>u;DBT^1-J2b~%Jte88S}gZ zg3NGu$KMWqNvLQPV)IMd=$F+6gy{KI78g5cpL0W|u$cmR-@klKxV>BZ%6OgifRj0} zfg=9p$dyzC>p?ia&L_WZ1-CZv9 zEb$R}JxTb3t(ie(8sT$`5)p2n4-QVa#9}r;?-V7SESK~fkf4XcIhLF%TqVH4^S%NN zthb#9;|Z^aTGYwqI>j2Gx&1*P_z6*@G^Rw4T9ivnGVz+#R{~)*V30D3CJaSvUL-rt zpGN6DLKO>yR#%|_r65T&Vc~mO$)VA1EjKH-W_ogWt%k@L6FIrE3zdZ&H@Kb+yH>GD z{W8Zsop6w&Jc2Vgbngn~5a#B~MjeMK0gxc!qaU{kOer^-2E8Aj96b^R7_<2SW$Z$t z!+Egq9fGdT1M=Nl2U%2dbiq6bIeAD+l!%03=?h`;#S2G#ywa+9bL-0UPFl2S#y8}q zapziV>H7LGw`TURFJ;24FLCil8$;sYO23`EwPBYzWx-9f9>hD5^Af}m!U-4hZ;EZ3 zXmoupTz3-hxw zL6xYv!H0mD-9~bJa-pqXl-qqY!lMo^;&BtN{blPW7z?($hN9x372Iy{t(#(MHo1vLR;p>S{R*zn(WD3VP*POU8nYz&J3;J1%h= zhz)kti+lZ))TbEmfRC)BvcXOrOK_=;tmNAcSv8b_QybW(8neK@?(d7Lau8xof66=g zd0%+SRJ3Kncc1rkVHFy=YloKgQ$7GhMH_h)!d6qtVoTC?@JYpDp`FAn`SO-nrl8cOLK^FP2zmeF^&2;ytQd_sPaf^(ae5Oa8xmJHO4Oynjq_Bd)6tQ zFXg|TZ+PV5l;pao_ARQFRUhVS`*5c$k|YQ__X#PHSF7@rxV}B!3Mw89;_Q^?To&Bv z1wBIf))wLDtAwf1-m+Ci0S8Ij`|SF(;Lr1@pLo$`*H6LQc75bxZU8gBFhLvVWBAB& zE(%xmIcyQ~tB4>}@j)c@rbfkAu>INu7rWX(?iZ0>5pwnt`mhq_E={3S(o%D6oHEdXB@FX2_IEnH-kG!L7aIBJn*ef! zatOiUCiP#1s-s~$h-%;0CCo>`5<4Z>EpTZY#g$Bec-NUJnX(6dpucWCbnP%Zru$*do$TNG~@bGqXE zbY@rm{$_1^1KHr-GiHAcI>6o(7IQBWN87%ndl0QlAeg+}b?CN)I;HGTm4_27BZepN#p<5ghDxuUKy{@;POU@0`fEBOnK+vy$ zO^p(7+Q<3P$CzTVj*4I-wE6R4mf|yNZE%sobTX^Kwa`a)?Tj#4UAM;z#3_W|Np~xR zyYXOmrH}=sj-xxx7^`b|^I`i%k04F#I` zas;0_k;A`cr@qO`L+zr0S9jf&IHMbc{|PTIaSfn112PV6`(dehF3uQ)Rgd4Z{q_+{0)@GW3rdcy~FG~}UE%diS{N89D> zk6}c4ul=*rV_*Cu6g)RbzT9eI{gH4&xPW-eKO^D0O&X9g`(Byc+D9Ah_J<5K2mA{k zjutN;qBDu|dN$&m5m{zh{uFvzfS+5MRbZ1_6!QhSL+dyg^w5EbwabBAeIqjHQJvte3x?dn;UZ;96Sj`v#wRF%EgnLz9 zN7pW?PET70iUOKfQaMA5mZ!yj;@|ofzVO(&e?NEk#Lr|qad}q0dAGG(BRn^7zjArq z?(x_r>ipPta(-N0>H>|g-9c8Je5x&79(*h*o}Hul(w5l5cy*~>FVAwm+E_`hQd3Hm zPw*OhO*`END9$a1%mAGh8|tXreRMeMSS>cMcShTUXBc=b_6tS$ohl0MAX6=m{5+*D z_bwJ+SB|c~dfdBUEC8^m+WRHrnsT%)DP@Trjr_9rBjKvkcG>!UH^KH! zputb$aQukfMyw&LOgM&$)$7X8plSOktO|Q6rC5aoul;l4goaZDRDnoEbR`&4n52dePgKnaXT0G zdPhQ+O2R~Y1t2dH1oQNBI!v*#6qN;|wQ{@YutkFAwF*bx-XZNVQD93kM+DN@tfFEO z_7qHBnX%(0pc%LH>NJH+7-G0Rahq%+WJeLDnj4`}gSH@;m_pB9;RgeG$ov)6_>CLK zsVf@sV6yh3Y2V9trzrjJ`oS0amADz)C}?dl2gzrNKheJ}8cXB~@#4DKVFxjwE+hNR z$l~=9{)o1er;I}J8KXIVJ+p52_!(5u7UcRI#(o;=k5MLxiBzN-8GlI3E|H51C!q)fapzk30 z0-8o|-w+b5nnZqTR|uVsA(on9qEQrU^qfY(bjlMRzS=|}rn*t^`?o({F5j&XsjG~6 z8LEl1+%+O|Sr(xvHzD7Da*u>ym9uvXH@73dH~;Z+MeX3Yo4`b?#(v0c%R0n$$cOoE zNvH<4&&-=ZzGmyfzcQR%?DQt86ocJa<}AAg@%eIn5RUdp-#@T#y>kMhpicy+b|BMCmCH7MIof zXnvUuz>-41@;nRV=sSU&Et0GLaG|SkJtR!U@SK#ue+iG-=3R+lI8Ux`Dch}$TSik} z8Uz0m&qdesk}Dm}Uj~KAgAv7**yDsEyp{Macb5slM2={l-#VX%fx%s0i8@Tar|!nP z)o5#>=i9e;+_zKipmjmPS3NjfSa+VDv5u*p?0z!@|Kub6$rS{G{>5hcZ#i0jkmx|1AOPq$ z^N*Sn$WIO80{w#(_#f~9%^a)%4$c-2aB0 z#r+p@7VqDN!_C9_n-mBFa{q~khlAsf3{LL<7?Pv2gDLnox6#4{U=Mb4wsLdP zIn3F_O`sYyHg#o_bg(xEL#dIbV1T8oo$bFF94H0tpS(~Y-`^h`&Oi8fAP&xd4h|0= zbf`H0M{5MC{)ymX`-Ne<{oEymbZ!m%Wf{Fj{W8$Ocff7OgNn+*w zO)%u)`_Bo6{|BT$=Py4ebpG-{g^!Dejql&U;r$mJ&cDyf<%YuH0sVu83+3eg0}hA> z!2g@1`!|>4A8@##a5(vS*!~?ym+vod{ysR7u=_%sC+6KNi)0t0X8Ydt+yI3man-Zs5Ox0{jbu zn)C1TbGdmqes`UlAM_^{9-cqJ{b>#UYb<>1&MvOT0O-aD<W#W`^@}{Bsd;b3&>6Tznk=@f!L& z#BktW&K{h9IeYw%#BdHyuK$Y|u2=D6IDX~+iQs_0^P5k{iw`h+vd-rmFhVZ=4=?Di zs5{f%Weh!IebT2Zk@bz#SZ5iR&|O0VPNpXz{mh;=inwgy(w);6k{u!em-YW zcjV~af&KYx1L`TiOy^En~=`RcJDh33cC=f{z3 zhmqAem523?<|V4WfX;4=qb0k}s^Lq+;{9fMSIwW$J zujfay*<*BfnKC4DC>&=*_`I9q^au_=ObL3!w7UDudv{3s{M4|Q{`~m-aNqH?v--Sx z{j4vNd7S<9a4YwMRA`@HK%nnmxL#Wm5*hWvUfj&*+1i8a%>mTN>A%poExSvOzSN{}t`6}*#o(pmzTguGmH>|@mEG;r zsg#r7XBO)7nSk4CU$?VW6ytu>j2+}jc79hhVX5BnIZe`B+2srL>-SL+3g434a+Y~H zW8X5!-ktK4AH}!E1qvE6+|k!Nyc96ikJ^#%zI&HBCGwVaY5V4mMWC8XxOys=RxtE- z@aYP2O(|4q+2!1zWH8@`aAS8_7(Gg4&x}|DaX3sI(2tkwN1cj;=NbjiHo*A zqDk?jn^NNq)>q?9^X|tO58X2ODZH4Iya@0X5D?rtY)iKUP4r+^_3D4b^8W6ATG#k( z4JId!LjRYYWisv*CP;utJ|^STonvw<4%Hy<-g;InWlAyf@i9c0hnAo_+Gl{9Ikc^N{O>um5gHX#gN%sJJ-r2rMBs-3iSb{Qdj1>wnbS*MqTRzIz;J5)g}MKM#zCc z(qezs_vmuVqRqD{0_Xk1NM)Io!{-2SNgdg6z(^Ql1;DhxTjA%M>rM&$Y8~_aD!V%D zPe+}eD)WY!DeU8s(6#3$+&mhw%UR=OnQp3kysfH6Ht1z8 zBC+qgl0xt%-qr4iSzIH&oI!}k`mQYM!lzHCKe^87FQ%38<`Op`%p^e>=99QV4O<*C zYNr9UdC<4sKpnKkD>uo$donkg1zA^n$oE)vv=C4l{ zN0mr?R;TnfOx7aU6$jF7RP_QcZHVfgq{M6x(_NTKP`3eRI$YD1-h&727YM>lOUN-< z!GZ)Ob>&jk7w3-w6(E@}OfGm$5|W5aaW%_IheF1PPg_xdS=l2>&?rQ*LZ`2~TK8fb zb(j1gQ8Wih*#Sco0YQf`gJz^BWPDOcpcu<($FZ@F?9DH0_fk9Q;s-8Aca96xyH3`K z!$4vuu@>s71uoN&PgTc6{^mi6HB&tiwS?nyG||$h+vvCAGn2Z5@5Lz|vld-UMc~Xo z3@{5FrjZX)N_9Rt8tvLaAdQylv!By)Rl4Lxa-+@0Sv6Q-={P0Y zKFnf&SHXeRh|xAir~@nG1gbN{=~1K1MCQ!x=zk*-SEXr;{7hu1ErpH3NyHR&;?b0W zLL%gw2}_tj&W4Lv@$Ed8@kXOXFGqmf4qZsNur2f@`WAT|hyWLUPruf>7A;QeGtrvS z9b&ty_(8xoE>%WjVYB5yn=TlLfUy^n19b zF;53*L=eu?Mu;P>;b&$*E6*|dR@qsn*vh8{#PcdUP~4J!V}Q5MTl9(%i?HzIE7{Se zgWa%ok4&UG+^IKe>E~~0tbGl`-`LG0p7vI@0dRo<6(d#!eddVH>8807&b(KdkayG$ zWk}F;&x+Uz={4f{tQRzA?02inB!haJ&|F=Q-;Zm*2apX8xDPWMJ5V$H;J`$G4|glz z-aofKDAtY}VxL^e6^AELLqQC!!tHjWwXsvozHL^*-lff+W-elQKCuX-dVo>k<#HM# zf^8q|NExU3EnST5t~;%xWU3R%{k9VjixRRYo;IdK4d9xL_$~yC5Fl@81EV~3;;2_Qo^?8CIbgY4lN(dfe{DVtNHKcPcfTe5A0YSEBb?G6^j zbl;WdV=wRqPFc~R;lzWqQ}|Y(fND3nbM$CX5Wyu-Gz&pUEUpGKAFp9oZTP2DX*zBl zyq=w-^!iZO1-{oAqY`_(Vz?ryfC7vn=nDrSi1&yInHR^ER7~m)WP`gEXX4b{_IY5s zg`gNrD?93O>88F^kR4#LqH%h-v&H0`yrC({Bl3-t;De}_6Y;p7g5DtvMox=vN^HQ3 zV5b^2B{q5@=h{_+PuzwSy;pntA|GzVTH_df*WHF8NKJKdLqvY{`Qn!@|1o?g4>gBM%ejqYS!*1;2Rc2buI*ELvc=c^WfmS+u z$9?bJDc5azqlD*J?k`cXXO|`yo%~SZY-hfYLzT+(hb@Co&~Q>UFVkDcNR3ym)K7?g z=JVRzPZPhINc}yrh5B`F-jeLn0ZH*nJ^b~j|V$C*%lcFO@YntLtQe14u@J6=61}aSHt!;cPBT27MU?H2)EoL{@F$d4K(mf% z%B-*@w%Aqdckv#JrN>kK{zomB7smN|-77TG7vc+5!|c+TGE~@#M_J$gKBgoq@WAyZ z_Xq!@+rPc~-YHkrBy1e(uk~Y`Hep#PpY$MI*l&Z?cLL#jS&O)AgA*iEoc#Ypur!4tV`&^8;r?H$nN3uQ8*wQmSafF5S zc22`-zNvt1K}9=f`lIrglr*=AYW(z3m{WhtK$S!yJ*^TYVJXYzbHmTAS)TrD?rcHW z_a`^5kp?~~(?sY6mfq0bB0Cv)8sT5IBtsTw^^R82#3prrU`=QPr#V^KW7hksR?~J=taEV3Ob8)AOn&6c^m5x{nMB zA<08ejk%ToL~YCiJuoCg|%>XzHv%1X!2jb86y)arX- zW5rLxLq127x;y$;q8!s}kzndP4ZGta<6Z3MM7AGLl{X*##Xu3I%YTno)_s{KWPg5) z9G#Iy6MNg!dc8V>Pkt^=TIV${A9CQ7-M0_;~a~KGOJLMpDqpN9E_D_r9>cQLJp9 zFGW70N!l6`+weI$@&uQmdB;(Dnb+x`PK1crTuoA&JTAs3A$VW+cgRISE0#jo6&(Hk&{gaftIu>=wRFa;_?3Lim3{vr}p1I zdfhJb`zM=zUZQ}jYMqPX-{@P-`jMS-{naJ*Mc%*T36_o{~@p zGSS5J$-XTW8{uzHOpL#)>!~DuH*o)VginUJpQl{^FRIDbgY5FG=ufdvoQcHq^x_*|n)Q zcdC2~H2cy8sw~-(7xxW?jhPCmFv@o99Ye{62*wKyQ~;!iVR@85A_e4wH&{AMWSw znMuk^mt~_reVx8X;gwk3*;isL=1ofsH=}=t{5DX%eQ_Y5-^*hD8;K!zanfny>%B#@ zJ7h1(?`&_he|SrP%A`oZEP6`@;)e|9T+Zp%s$a5)9T5%mJ={hU_1ezYzfbq=AgL|> zG}fv2@*?R~gEm>IFG`4Sw|jSfO)@&^YxE-b%-39{?%t??Qx``r^OTgl8XPD4G4C50 z6NCuK-tWhed;J~F-(A%Ef?V$1JM^KbRXMBV(OlfOvi5P#NVk_-yR*(cRaSUNkrLi@ z9@tC4Ba*@P53Mavr2oll6r9=xagU0-7Pt5Wd_PSzJx}x*^_Oz@^OT>&?Mk8deK9;K zhN62(rXRQ$RTF)#Yh;(HOPqA6wVZfVN>BFrPBZcdW#d;SIse4{H)RvXsZkWMt_&x- zk>>2O3uDNX2kL=JCAZF-nTe97`xgfEmrR~LopD;fBt)VAbzbDmA7A~d6yqNudwdr% zyQ%rV8k_9Wx2jk?Tt|J$`^UYiSjyD4NA!v}r4nbkrR8TX+@n;Xx#tsse#~y#R=LdN zH8sbyUHLdMgP#||X8UMJ*xc4Qr(hyCWY>9TngGwwyyPd&kn%5u#(Y>L<=?MX|GLrL zBj(dGa~r8qt5y9^1Gi%~FJt5OJ>9N7Pn8pV@GqAwcY`lynJzatxE z%IdAdkUhW4G&=lc(#M^qC!$YNKD!trS>4Wx$T2weJh!W&>iyQN;VAj%W8NaB-4u(z z3X@wiKTy6YI*@HnbSAoDob0`Sh&x5G9pN;K#P^G|h3S%Pt;AKF7!IVT(=r{D z6Qtk&Cv2)zQ7~&zvNmvFxKS?CC@6pY0638Ja{b`baP zDv+{U+}SvPlGgk$vDY#>@r#k~4(IBa)AUXYf{WaT2JE{((WEv1hzk@MrL!ZZ4XJcg zkc`eZ7QVCfwVFtF%pAWOyDiF3<0RE-8AC6>LzV20?78LoVmRLAk+cOJkL+ITSNX0K zPphGsy6|rAMdD8_lyzrvj`PJ!YSG$Jdc}E|ot?=x>vGu^cW$RkMnT=gff^C&$b5SL zJG^FOryb46hEB+-FBQ;qS!uk>WsuhYB74@Rr|7nU5tnPx-U2&EcgX?%b5#1Nw?+3e zhIF`B>Yw2w33)=JJlI4Q>Bs+aUb?)3mAhZ)xnHo!oVRf7Fj))9=#!gznYofjzD5kr z{@J>-Sl3FI(k@c{sj8>{OrTk>H|v(J-s-q#rE(|3zxWTx-o2$PQpi$cF)^lJQ>!cGu3^jI${jyug4NQ9M3rA%8~W+UdCJ_Z*6aTd$fo3>k{g zZHwl}j~CHN=w|11w-e_3V!HGy)#&c<+_Dg@j9`k2i`xTn`{jMKZGBu?85|jhvTJx< zJ$oMJA@9;!eO&CkootkzmQ?o9BSGRZxtzpjMwiFGdvf*K^b&+dY(3uF1an@W|MVw} z+``A+NFgoUN_*meE_M?brghlr-<9lUL`RV$7Y5q+U+- z^Ev)_d!RCKhyPij&zFLSURFhvG)0-y+`fpJ@o~L!X=TP|2Ac87Sq$pgzx|c&Gt7(+ zT>@>}+rE=30;+ee>8jpTZ#a~9{w@#ZoD|u7ck)E+{M?Jnq<5*b6`9-}`P+OWIwrpHJpm|{Y zK)+;ap33~Qj9^#CeaXkKd0MkpS$&y}pC0=&_{@euuOv(2VdGs5gNlBktBmLR9WF!; zIH*}#rzbJ}5R|A?JHT5L`}#`P*o_}t1I1Z%WEV$NK8^Ce9PzoKGhx87C|-y@c(qGk zTTU%!+U_0OLKk^q!)v*@*_UC~Z0=7U9abRWeGM#3U&?g8?0E3dje%+tn{#Fi?@sr} zWjDDub{!pb=M?IkCEr{1_Kir{v+{Ei<5nMzp75IZ;D0eTyQwl>ZioMo?Y)2Oo~hIB zbGsqQx+8j<)Z9?&U42VV9W74e-Fsdm=VP-SE@{QRr_5?Xcl!jUP%GWy-7UP&{s#YR zRM3ty7xPd~ZrLt1vh zIQ4meviqF2uk3wEEpe3>ZC?iduuiN0YNr$WWN_NbDa~bEh+O@z<%P)SmJGm8i$kZM zKya0RJ^!#?V4C!_wVu$CX%wopb_$$ZUC(Fbu_#D(n( ztNMpr*{mH`JaZc3H59_$-kK%bn;7al{5__;z&(eCqw6j>V)AV*Nz2SNC0GlHGRAP%aWt z^X?xe5q`uh%r(*Gos*>J-zgMuQY@p&jk=L@Ohn|{;cwf0f6PnJF6uHbYy);Ws(I79 zJQRCqvdv7Qa4!v;^MTnzJ4}-MNAlXXTK{-Tm2i)nEr-9DR5QPw8#f;)87TNdb-QE6tj$yYQP9WvH}A(3Cv#`` z`hqU%==j$Ry+9t3)K;H5SMjl&Raw9;U%`L!&SOM+wm;qd($Ck!OevEF4p}}k%M3`? z<25W+@1M7#vhAR?+o@k^Yai@%s-66$owL${?Eb{cP?3;Y~n->jZGh@l< z7xr7`@6Ot5q0rO9&!4H9b#LgY9{R)XY!-V`GsMhgYuo)q+Ug{WIdX~b=(ba<0_9Bc+Z+nBt?LH)WXC4X;r_k;2Fm5e>I(Z-47D9LM48E)- ztaihJ>DUuT-taLFA)ESygn8;$cd{$hcM9-Fk0Kb07-}d4hEWy2+^(xkxo(#;I~b5x zoqgvS<@m5q%fORmLxGQ-4-a1oP@xOkdCR2!+izLT3BSGG%KLj>%NLUrB{CG=`xih_135JJ2g|q8x|GKqZ){2pQrBz>Es?4P75Zz+_&ErfHsysuR z@dNQjooKnxun~P%grWG>-p3zaolzw_zz9%cVSEzjP*5i%{ zwJV=givwv*crxC+$V=kXMfCsp+4bdN<3k;*(nt13d*(^?x1*jrE7P8ne;m`y^ULLi zzCpUYY0;g~-*0Dk6Nf0PRkGwCe{-Jc%ySLuNtS2V?g&QKra*IG%3gqA0)Zg9J=hS;bP zw_i8Xj3l{WwlT_k=hFq6SQ>$N5q<6)E_D??%bi@+WM90lELItp?Z^^I3-y?PH!`|S z#pUeyY+F`$Zl~++?OA@8S@|`+QpFc$xsDVZPUKD+z2g=k#(DX1y={xD_^)FW;*Tt+ z4-rSp@vt4Q(z!fjuXTxH`E&N%$V8w^y^qK7D2}5!YLd3~`X|i8AH-&EpWN=5p>qE8 zx8TX4(DE1dHK|R}@xQ*SeAi9i!+g9gl3M@HjGV%4hbG&jY}y((xA+P*M_Hns6Ry3h zA<2)oW#_k)Wse%pU}yZq-_Q<3Bg(ndcw zOdU9`81#rrB%5T)_HzO&X6P?AT{aXiape}xG%IvBcyi2Sx_+nSC_7f4>r>Mt$U5~kqA}03q zey~{FBQ0Jke&=LhRH@1Juc{t2->$Tg#_f?l&gjH@G3C6hf$>3Z0T!w3-AvCsCKF!1 z@~(~DOV@wjyhyTHKhi{G^zux5#2owF!ETS8esO8%<7h{xc55xpxyHx|GuIWKEj(8( zoX6Xq7O429ie^j4MN#kD$@hEeMi_-Brzg;t%7b5^E^@P<$aZY}^09{RP~+2Y70id` z!npm94JI$U96J+aTI!p~CZya;S;tN46Sm)N&Lt>-3=uH;tfg~X>vB!XVi=;DPOtxy z`(D1Ou{Q^!SUrD7hGtrdRzK3?3A8B+iPNxDP_g3Scs`;Wd-nMxm6mgCTX@?U#Sq7Y zO2x;{X5Wu!q;PQGV{EP0%=>IhW409cm~1+N`p`*n&r8&zsiuZbexFa=Z|r&XRQcrx z_oAZ1=Z`lrAIi7C=w!a9tg_Pk)!lMS7nfO*z}t;IX*mN!hbkZRTp=lN=}j~L=m<8X*w|O{&MgId7Tpem$2wd+ngw)4%&7a&K>GlXtQL3V`pD z4y(wSmn7<6eI;qx6TzaKp3x~5hS4?Uj8K3!> zq@mhb?7ky?;0d#6LZ7*X(>SMq9mgI4@1wbrY}VV$B&rPF_kFnSW$@!Rsx2;;^JDB{ z!MRhP71>hWQZ(F~QasUI{cMIU=KU^Zsrrngt}S~T9Zrourgx=z*Sn`Pp30fe#BX2Y zrF~Cc($Cm&yHKhmboixEnN8eHCFg9vb=oYaU6AddadO`Y8Z?POjiMy2s`&Y%*;#+j zzq{L0@tG|sE4r*nc^_90QCP`4GaZk6jb%v-Lr3m#6Xz^D3Lkt`wnci3D3j%f`7;`G zGh(%$y(RNEyEsyGE=^J%lR5!xzq|89Q+PgoNE1nF>@kC1m9*cMhjG_1Ab86>G$ey=TOvBWw0YabGcK)fEl@ zTDPyTJ+?rPTc}NnZx3(8({H8I+E+TM6Eri_PVVvuI(kJ=BddL&DAQ12CN|tqU{Cu% z^WkxIK7(;x;D?c$xCq7k0-upG_OQOL9c@)tepP?{VDtJY~ZvaiHTA z_~T~U-k-p8<8ux0W58fAtC4y9y_JjE%l6>|Hk#r<(l5jp1%1mWG!BG}wxY|Gm2Kab z-0MciH9U5)bE-K%sS+zY+IAuQ?yJN1U$K(D3gj20a=CgoKY8*!>;AvqeebsJ7x2AS z8*_|r3x5e+&ciFT+ghTsB~;9r6iN*oi?<1lmoKv2Y+*Dqjx{cFe{n>)>HafdpBWkM zzPQ%>1g?vRIjheWO1SAX7P&d{7fViP1HVu_bCnHukgV)wjsX5Iv50==%F$9*=TP+( zUEok#SlLnA{+Ukf8n2$<*@RDgqz96;O z=b|Fk_sG}Z+$8#WKAjxe%Vlu5qGvStEN8Gukw?-6DMhL$EsjNA7oMAsZ@XSuwNKH- z4fE8S`U>aeyM>tz6=fOaQSYzD_A0XF{s#6xC+`U8<;|*yV)jM9+12ddp<-F}q@F%w z-#F`+CeqP%j+@brRg(`YyCjxt$Kto_?hJNf2qzu0XP?@CD~eG+!EB;w zyS}Qp2PlXgPSI%Te<^o`D`1PLsc-&R#aE<(QrgE*k{vN;h{NT!xm8{r5If&}#UlK( zT$tuVhE|04!)ng^ZwE8pe4ns(pP$?BKJPACeX2TTutx6EV9nsOiFXs9{C}MPwhOq< z^+*DrJx1n!^RY61xuCDtdZZyrJ;a8umZPqg}BknItt zBDuP^I^$zw>Yg4Gk)ofE?4r=ga3!605)Y&LK7D7`bn)~}SH-08Z_!texeo4q<-png zZAmVLEPmQqrS5GW*-75xb==fvf-+<;J%9d`Z8yKi?2SKW+!s){EDNe#zHF&``;7FY z(znr~3$w3iwENEJ8cQ0Ib7Wmvrs_PUFaCA={&T7duPeP4hMC_`(7uWEIKfBX{`z)x z*;hKPpj$ortgf_HO_@(yDcb$c%fZ4JK| za2TzgwRotW^6cl}i?(&IiyW=#uIblt_-BU~#h&_Hc_qWq`i{l(N2M2-UEL`3QQvNo zS`7A}MPCUBvilo^+rOk0{J2BQGf;#0P@fvrrA}dT>W9L04wJNpqZ)*P3`Sd^lWc#- zolmUk3=o}?*{%@PRV8vMM~8&kx(o`mda@x*RR@6gG%JMDer^4^b&fc^$Snq;Dyx!c z$IEBhz{c12XNVG2N?G^maI?&zo#&e7_`;u+vcJp`7<{fx^MK+-C;CES%0yns*`e~I zUe>yld=VTf>ZiuiPV)C~oh?|V;Wyu^W?OX8_6(<^RzBsAHp$bP7ZJ`=z=g1C!xW9feP~sO(N)QTBdfeJeOlDt-T6M-4kB#=k#* zrc5RN`K#StPyO$5jDL!Y^?{RVFy}4#c=&nSJNRIZR07VDvNv)7&R@bFBPD9=5a5dt z)x;cOqXJ!3p{piPeXADWd(a3t%Etlorw7ppOwF$$P|hr>?g1RC1bnA1j=&Vo8Uo({ zMaj@_k_b$BCgwXS1g5MJ^P4mRvwi^cn+yU|bq}D!&b+_CLr9s{x=m9263kQv|TI1|u@;G6CQM z$`J+15nIj;e2Env0$V-|e8RQ@7cRC;70@ECaDh|8HWMyZ*ehqPVGEKm!u7%E%?~go z6t(Cfr(=MUA+2If$!bkE=zprsK?>Ad9o(=dgXwy>gWmw^MWC^*0KYjRpx+K5V8zkc z+c>n~HKqYD1hj$`5I`7kgcL?_Flzp>6ubs-seud3}%f8puj^23s6c3?E4MjvWAr+gQf5ratHZ3oI6-uGy0z;HXAku1qpa#ur)|% z%1y7v=R0k1-;Sx0Z)zjqkRI~v0^^Q6NXTpJ^Sb3SEB1{P4|E#6iknVMa09$7y zj zfi+9ug4G&A92=Jqpsax985nzp+wf-Yfzwn5cek2HTk9B#3MM_{nC?R@W&tzetQi7mNwn7`A zN36N7rC14qlGsW+IF1AlgqyX79|EwhVu%2(7Ff`T^(9ch2(0*ldtj8n5(*Cik{C<> z&svsT$9IvisEfV7QEMB704yaye;pPABsc5%;JBG2mT%k;fPyVZ#NOYCINa8tkbek) zr2^)(k_5RKuq+PSpMonJ1&f;4`x{Y(uWXP_1eOXMO%mi8lIwT|3KlQ1_ctO-8#riJ zA0Y{)bU;dYE+Iuw_?BEJe4}7}U@3yaH*i$&zcPmfO6>iOn8US%)$om_0%i$P1cmQ) zd4vUAV8I~)t|+xm_(s73CHDUR!XsYzmLe#8ugfDW;9~D@L>0bSSzztR5CN(bft5J$ z3Clcilrl!ouz(>&kPk?$=L4`fjJ;0?vDnwc>_eI$ACOwl2VlV!d!G<;u&;-cLy!|m zuj52$SUAPrCx{$uBwS0H(ga0!>2;zz8Wu;f_X#2gYeO({2r_hOtefB_8#F9_V($|~ z4%U`olP&V~(OveU{? z0~qCl`3?cbCj{vE2+-pYprs=~3qydKMSv1TfSkZWj0{0BUuK=`k6E6*vS|wT{ziP@ zWFi^JB@ZF6RKVmRLy#}6v;*&xpkcWKdw(OU@cSenn+Plw@OUhPG0Tk_!etNZ0(d?J zOCG?q@5Zfx$wLNmO+ZRmuYgG#W0wD&9IOlAkpoK)NMQd10-8gLtrt*X@g00%Bl1=z zZjfS7KO8V@kc#!EZty}T&a4I4#zt?$)eR&JU>pqcu_jeuJ0(Ko0PNxPPv=Y=mRFEs z1oeZEV%Rv2t0r++VgMibpBTmK3L(WdGr)C42KO>?Sc*W3VI=XN2}6pl6XV5UF&=#2 zKexA{2aHCsDuHYC|JhN*VbLD@rj6*r_gf1YZ2kZU!`eA;#ac3O#p)WkVj~4`#fk*D zVxNaaX(Sc|+UT7)szTyV^9UgEE4+w;q(E@0s$?Uvaom- z;Z5O~B`nG!|J}50qnT|a78L_#%yHU-hsl3ovyIzZjcp($uq=nf!d3r|timHMR_ze( ze>XqF6B}Nq1_=@eZ-KDH1VW{F%)#UTzgtS-QG_QfD4hc_0EA!Rq!E;vkRX_gM;bhp z{JVJ<9%*>OvH&&~#H4kAG;C^hvGsD1Z526pS zF%W=*tAQ}PN3X{!JXv8M*hmeK-Gg{N7FI)oXd^%zmT%ySbp*IVHbskZ83yr1TDzP1U_&_VgXqK*j&f2B;g5#FfuC@13)+)^iv4`hWG}E#LgAK?U*pA z7zrZHc*X(`>YD=M|4@kpfkn9F2!$6Y*O&lLKqy3Tn`VHf`@X#0Ab_`eLxJshlG)YVZy6T!POuI59OP} z@{lL20P>iLKoDsLh{L8Z;EHt(xE*f_&*S+9L?_IqwY0D@O#mRp@b(Dn zZmq%1NPN5*xhb@WM;dmVg0;3a(%`{pQ;6XoPk=B6kP;kEAPl}n!tm=g+Ta0XQve$> z4-h=XMh<-J8o4Pzk8cbhRWRid1~DT+>=sYr@Yu5{oc>Ss$eMI4fNid^15kJg8L-Fl zCLKv!n*i}-JPP5(c}T+0a3mJe2j+5skO4wYaOn}2R92b-LdF``@C~Ywo8rTG%&v_$ zU=6~9(53|m|9Ai>K!927gfejbXSg9v7-j+kpugB zR{+U^DRWb}7gzRJ=o_5lgRuqg-x3CnBUjLIz|cVa5>6Xob3-dl;TjsegDXv#<-)LO z7_;y!uqir?C%v_aFf1uJsw8aCy*{(>G=P0#qm1{D6M)JE6oJh!z!jSWf$Klcuqn=p z%QpyuE`E(|WW(2CD-@9{B^a14GFYGhtaE}~ z6D$w_K4V=ISonlLeT2dyjvKuNPfF|B7%Z@(2m{N311d1R8jSseq`+bwiZGyjwJBT; z!U8)A3#SsmEWU!UWWoYFiZH-@l|l@&Sl?Q+e-vS0`D#VHWsd`+mR`^aD`1nD6mZ z6pAq18wJC?VKEjK|G_6VA{$ri;9^d!Vc`ScD8hhm)Jju0CIPQ#L=lF3qgFV?Z4frY z06y`*F^km<%>D_3zW)zqVZD3IIcghEvg0WNn~?DAA6{aJ+7y?@YjCxg4I~8~**3*$ z*KZ0}5%8!>7%q*1;nFKg1{Qh3L*=Hx^s2M3m>tI1p|!N@IXk|1ah-kBau#U74@-8C zF9OSW!GSSkuE1xoKMLv#aQc zKH`n~_k^E~X>lz1 zus8q#F$uT-O;=vyngob;-sOu!t=qVC^cS#_|}Ng3A{cKwdpeURr_C4 zss##!tJhm`3!{h&^z#(3P>rJ1E!{a|;@IDI8EPm&2Q%D() zwzW!gm?GfupD_3w1;W!XYsBaTUX%zvv5|+a+W#7#fc<0rYF+!sX93s#v5jo_x_<{h zpm_p2m_Yp@u;>B!4CMikNqGF<6eGtKI|$n2O9?(6Agt5?1(qsc?H>fEVfIg0J-}*H zIQB0A9}f_=dK?7<^Ve)l0v`W2Mf35bw_4GL!jb|X4{VA`uiq3dv+(#&*fMey4AF-% z3m*?`3hA%f|C&-QP#~PYuKnZZYh3%^w47$0_z#*Vuyqf%D-2vAKY&(jCIOHCgq0Vp zQV0xo@XHHOgq0VpHigS9JpOOGyc<^$E4VvOgYdFH)TU@TZi6f8z%Yy7*(0pRV0~uc zC3~n%k#1btU~8DyG%E=Ym7A6ttT{W>al{OEpq0$)40cwAM62S(b9PK41SUJs7Xj&F z;|OqtoE|I+0X{=Be_$B}@EJ=e-1#>}<8h@1))(L|o4p3dOH4H(X}nQJAoT1Jt?&2a@p6xp~2Xle-HbEr7XI zrCOlCnuB#SJw9ZL>-_(<)CWHE2l^sF0F>cDa|J#_Jzc0g0|nMZARwk;&JTiS8`&IQ zMFaq?K>-E?tbkcYEc3uD3-moW>;-z;(Dz_B2Hmx?W$T=a771CYn#@-tS36CUj;6e#1S24e7lj6;D=O5 zxquq5VFA__8e6BZQCoNxjE%AQYJg`+YyreZ4Q}LQAUTEzG!BWFj^{=#;*f}jZH}6U`!T{K~p7-(?GI3CZ^uyS(niH#^+iQcQk0loo}v2MKzxbhM9Mx5x4CahXx^_@88 zDGi%U0-xB3e*DTbG?bem*#OHM|1~Uv{2L9{55QQ)L~m(WiUFV4h{%l%3+%9n!wrkD zx(zf~(tuAQEWvNVjjkV~F-V~-?zbRZD!!iq+u<{G^y5$$ruyg=E z@xL*P?a0BI#bgJ8Wn3_L&)RyDDz4h*x{01xw7!m1`#o5E!l z9-uZY%lkJ8fdf7;Rsx*{Xd?|YRHg#CHSj$c`ytB*c){WWz!e-of_ek~9)k7J|7<*f zCaj_Zy|P~bF0=69xoJhmhRF=v*Z?5`PiC9qxVXj#)=S`p6&ZL8C9JRmy;9f#*a|p6 zhuI2Y#R{uU;ffC)jyK&$0PIhr!Ga7-SHc1fRfwQL@ES*Sm=OKngFA?N%ipf9-z}g9L z#X1Y17!VaggDk+`vDqZW0S|jWH{ci@z@UMN2_OPv*Ctr3glTa01FEQisyiSk3PPeF z;0ao51Ws)L8}xw59om=(_zVgG+M5R0w*+JW+5-dFO9Olnw4NPU>kR!p)H=Ah71)gk zM2>(f7z?3QfWTTTa8?=#&Uyh0Kp>b5`W^+YD+4$L+eJYOM4(YQFmeXp4|R}$P6(tl zP$Y1Ht|IjokW?U2p=vCs7z^5;1v-laDhq?O1bGuwt^#om8ZS_TgHZu=uE6Tf?;x`f zt`F51K=bS%jt=c<4s9Y1?cI%l07?iwfJ6sL4qDj>AqNm}0D&6Nf;VVh8xkEPIS3Yj z7T!SXZC1DU1Es#Uy&t3{NV?Fzge%+o0sD@DT|a0GJlNiAkTpPEMrgk?z>1*u!EP|{ z8F~)X5@1!(eMlE;yXAmx0_~OqSR3?SsB#F}E(Q1=dJfV8v}*^jJ{Phsu#N@zyz(5F zRMuANLsku~)L+>Y7QI>~1gvVtHPki3g!0phA+9(Kgy%wQ&;i4TScIS;Xc;o_Jwy@+ zzyS^cJqJzfuPt7Lo`dGmk&xel>jD7>TU|*7J-51&3W9l{9UIqHoPdt9y5a;{{sOKu z0f2?oVs%heYsKmyziY+nAiYpsH~=$2&qJMTuwoi$4+=~uD1fXLKSFe@6hA^P2bMen zf45pB2DQ6dBnHs|Z5FatOaq!OYPFaKlm`m(w>2CdR5@7D0lWv=GXS-M!$Up@LEbP3 z529lg!h`5oh43JGK)$#FGC=?h0MtOwufTMWLqfCYK%fKZU7gBZohpPf2ee`c4ehuI zO??5QG-xyiF3tfyL(hW~D6ml+`2Mv~97yllC=Qe#G>QWPDnt+DqEP=I$Y7uxpib>d z_Yt^4bU=E8x*ovyP&-gIU2`$a`*B7O;Gu8E-VVTtc)EUWz)@pjz>*IruK>S6F+dFS z4=D7<#$BKjEC$S6ufzw;C)CPmJJ@?@Ab7$4P#jod1+|EIR$^tv74Q`BPZBU=*uzpQ zCF$T@Y2YI$MC`*dfQ_yZ0k{!VzlD7m&Gdt4sojxKOo;30=V%xP_FUjnkjDjU|*`nPyd)y~(>)x#0< zcfhG{0DWNBLdVYAMbrJb#~N_H@(pk_AaKv&7y>xO&jDx}I&p4=zSYi&iIc-g2XB3E zhvN?34(`w)hv0IIe{NBW9&qyUbhQfvdO5~UzOD{X<8aC`_6^yMwu8H)?+GNP_aP$* z99-z+>g(W*5LI^t&OXC3BKz zF)gHB@py%q?a7J}2j;EiRE*Z_d{lLJ0uybw(O%Q2&9ddE`aqLp%0gvZYRIb=Ruyc* zam!P7PQdYPYQ(kzuTaodJ_$uDgiofsrbttnYew;apM$f1FJeQe&3*@GrB%ZV(D)sN2;QkYJ(c(05ZOIk{L#N9_ zr{NkM(RiZIIz$h+r6ek=!zgzUNmCJ3UEB6XrsQWs4_jyf4`RCR%6*-VoY(Iih-?Lj z&bd2X9XzIal%8mal!&dry!0deFmLB`;#8ME`=-y675Sun_U&Av3@zLeDz#nmZFlp# zPFAAYK%&X_19v^$yA-==Y7M#1yzCixM@$(*rN~TUN;R1POf_DIx|^*F@kV){CmF-Li$mJT@=+3j+&jmyTgc#IEL!FGkPbIk>)- zrr%c~K{+LF_kMZl##z7mlS40E&c4@n(Y!hT{Cj7+?DZf;XV=#$M9u?EGz~lgB_tHJ z%jq=4SyHDR>1*YW_WCs5vZvbTYI%Xi;nm@nxuLvEp4;aynkVqR6@2rK^4|EU5^;8`uKjf&#IhnSmT}KQ3$!P z%h_9;vv|^mwwbcTH=Y06_XV|RX>NFC(uiW-<@&x!ktO2JTJ{;2>!0hMf6wOi=AGuc z*8J|-<2JMVPH#l-J(;@s%OIHMiAuG8wN=T>BjW|L*XT5(L)3H2>P_vwNhUlVdATz+ z>T117#i0DNNAFSfs6o`=&s2x%%K8VLLG30d_S}7Iw`kJN^rK48J6Y!Y$zt!vG_@q( zI7caWEj;HIx@O1IFE2fid|IfV_V7RrWjaf9mFhfErW?ik+wy(>sSEZ?ev7uqYEG3m z?xuAU(dHA1BqpUTc4RgzB}x3I%1&P^$ln)sH&3BOhVHS8Wh&6SyGy<4==e47tUQda z?d%90Ix{9PNWZo3V`;iu%5AJyq{dj4Rz)bgfMakpr$^znN= zkJDYr8BTG@_WO5DtCdx_%9-~0mzEJp+3tRp#f zme5qY3VCa+BmE`5eN*iu8P|JjgYPkYuIE1yPM^w9iwjrQ%Q=t$WPYuC*+gK-VIcsKvi0g)CsqeC}~HToQS$+OWaPTq#b5r zO6oQ+8{W95?vC9bban8gs*Xy$cafjuFFTGm)ILL6z{$hguXw*53YV)KZ+a(ApI%Ce zP@liTcVu>KExQ?u*}snqZ5q*NI_>JCos7M`rrch+vv9wF|c-#JA4=&!wH zcZA|2^;7cH6hjIDUk{E_%Euf0B30-jlSAg$#SK$R+U|CZ7BQtQn38`NOWb!>l1`3V z;e_%WMSxBt8<#3iPd(B!UdZ#Di=#ZzBvl|o=CKEDihU%GL$c**Y0UI>*6j_3Ct|oK z?>1*~Kd_zEKTlgLI_&kUjZAnxd_lICyMqKdr|^ij#AVxPB+m&hS6_}NO%lFa4=B)| z`+AK;!%D^n9e6cyRDftw>Q)|dM8VYpk*}S{D-XLV)ANM23?C|twhq{8t#4x> zRp;8LMX$oW#GQHEN`8x&O=v$=u6-0Bsq5^=B(1$-*<=*Z$Fi~p#M#w za_hDR#b0vF(q}UZ#!A^3^)MK73h|enApX&}xWF}l?B;h^2OOo2(4(s+G-hJ^fNT{!rq*+tT^pgI`r_zJI05)f{2@ zoEewytWY`ps@v!duimc^n~c=a#h<1Re#F~v4LP{;w8{MM13C1H&lb-GM{8SsKfHsB zm{O99_%s(W>O9eoo(lpaw9iY+mBf&|Ty=W=RF5wxaeZDKZ4kHl7$!lnz#ul0!!@ep z`HiS|`}mouP{#l>o5C|K#5eD^55!z@ZL;#n`90E$D%qW6b4XKkydgAw?&ksC89Nu= zxe4(F+nx2ge{};LKXz7SaMcv`-#_!^YlbE7f`iZR1H6x3{bKI__2N&8hE1VO)uUtO z$!66DtCHN>NqG+sk~EEmY0VIk)Ql37vMYG2n;*aG;qtxbLlI|Hc~6nBN2P|tWboj$ z)pK-9rqZ%}pu11DhtJ`(AFMM+f6h@E-yBKlUf64Xy{@-Afj*T;(YI~hL}#+dCguAn zXR8N4+WfvgF82EsU>5DsU~j=IaN!E;LZM5DOPhepi(sV?=?=$<+1aW&|GBw2Z-yeR z>BGh9%?KF$4$V``FwGkQ-{+;E9h$6TJH{D zm0SuL#F#2GzUD(Y`;J#bt+rShHm_lK2x->00@^vl#Y%n)gOHKpC&Ykc{$%ej$7 zexQ|p^s^ADj17rI2gB;Q`hxf~e$$$|L&t8$h1 zPo7Rrp}0)G7bX3)^5Zujcm3TX8?GP2I6a$v@2$(^Y_?A46i2Y4OPR#ciM!<{F2$8E z2An4=p?NVZcqGd&qe~^iZ+I0~VqwLZA!;=R?m>l&rdgNtMSCRKdf%(LS!3^I za>Mo%MGbLHrK5vGWwjBDVHYBn+}-2H=xAs_(p;f`>y6&RLjQK>=i&Ydr8PAf%tqF+ zqA&L7d!@0x5+0NjzSt9htZ|m0zJ2a)_{79S#0QDaDT_<;em(7;AyyMJX=C|M$BS!n zK8!hiGJ2+UC`bFTmPn?!SN$(9HT#xxB3zeKPC4lMs|T5nwc2Xcri`$-nZ)-W6Cd@H zZ$Xjr4VKv2=hfd@Xe!UKbt=u1-#KWL_R8>5k`>2Z7vm+J)3*x^>|Ta{`otmJck37D zvX*($2M>-d?#3fKo}hj(Ysu*DVlceXp+vkxpGo;id5PfYkA|zSXMtZI2(r!XIrBQR zE%NI|X%=Qm8H}B1s>3id=T2n6`=5F z+g_J%Uw6?gJPYDDm9}uyN{W2B%J#XW@~G1ux0yZqhf8dYY`(p|Y<=7HuxXh@)zCf9 z8{-ZVtZ_GkOlnjNpDpdvp-##d%WJBuHTBrfbt`WHDK7kA7q#9#E=qlL;kTsW=Jao& zFAiJrmMjjd|L{-rsi>!Rx|RBe_*}vHqYuc%B04xD!qUIReVtXHz9w5FV=8NN@rdLu zE2-Uoa;|-?C3TDYbjkzKXTN<}?Y>=;;9Q$AxL^2vx}ubXzThli%&1NWIP$M$?O^E!B^=*S53nLK_eA@xFE3u||$ z(z|&EbCQL@u| zM`3B6WYnSAlwGdQodj zZJ9A$qo)-2rtaq3eoXfEKyaN+Nq4N}&zJ?P%)2Hz z$X>N*HrP?;)S*!Kb#|-xSX|n|?RO9F?3FXNRht+||K>)z!-M8S#OuLh!JZ543rAdu z{!qA#S8o+G;@BBeozO^8Fm5wN(#nynFHH6#?z)L^ZrZ}cfs*c1HW!H>i0>^RzPpgF zNJ^K(8_L)IRlqBCpNO!|RzZ?5nGjbl0S5gFv0Odg7(XYmB3BY;RDWw*P(OmEQTx$g zVtAEL`Jcn2Vu(k=S?o1~4_cEs=-$Lw4bqlN>2{NmCx7HnG(D;8`?h^yJDJ$cBM+k+ zhTHCr981|zNxEmW%5cmh=e)Pxz1z7+?VX$&)S8DicJF3OC#9y+9f*$H&SLNR{a6!A zy7q7ri#1owG)pm!u8DsA8L1zJt;xH|@+jK#834;x`d$5wXVB)WMpT7&`6*YMPej@G z5hB;e$;o|(k~-vv+3MM5xEi*QG%b41$NKNx&8&L#gmI<-f}HE<{x>b13f12^j`Q}0 zR3+_^|8o3EPJd0{*z5?qyJ#w(T2DciwrQpZn@V331q+-lR*!e~x!eons34 z=&-ak|9n-vEM%F@!@q1;m zgJDdD$1d6>1eu7Y&P4lF%zQ&v%p_jBEYZl4r)#}EJu*re8LD+>^zzh^llHbhxkD}+ zN!h6C9oCQ1OAIRKU`sqEAhtJV(wWUB=7V&KLE!oN(1N(psaUk5_*bHPWCw{!-1}RJ zO1Xv}m=WFQP+(}UtDdzl(jDB(&Zhah(`Ijtc%N@` z-1~iogu$P;v5)eZ%8%_V*x4xPS=c`Lh=*9NKJkD=gubDdaG=d;OTo)#Y>fBoUxl)H z`q@V;Y>~`n%H^_sw=h~!(s`JhNM$<2HNLr*{^N)pf6E|Mw?GX2&QktCrXHUgXSZdx z2nvhP_s4sy^6eJ3dzLuIeL3dnep(jb=YFZ}44ZWf@$vYe9Rr#htt9-F{>Q$enWX36$H;j>Ae_j^&Cab7PG&G?-rs0w$ zu-CLmaSu|=q#)iaaIisy+x`SY1ihbZGf7kSo56BKEImDo&?oidQjz7%f08|g?<$K4 z?Nc~R{pkXaeVwhAxm{hW{^N{28ZM&>3EybUozOedr>nSP~{5kqouVS`;oW&U!q`(Ecc%p}b7&DOwBWa4N9TY1f)7Jfw@HO>2~ zIbF4m#yqlAC4MKh#kxHfNA(}eiSKA^TvVWz>CY&-Xo`R%z*`}wzGF<++NKm3~a<>8Z{(F{Yy<+i50`;YUl_b6oZ4EmWbe+{D> zJ;V7@EaU}xtk_X6UvEh=&f~^3Z{L#nOs7zV<6qYxqv?^`Qrj*?h!*fF$rZ@@H7-%i zJzCnsHC3>k=g9AULcfm`E(N_d5&t`*TKRGD#h%ikO=`v}0hTB=%(Rd7DMDr@IY_4&OgRJIZ$D%S@qlOW%Qv{rq+nnOjLSMH1#H z4t!%QGi&_Hugg@nztNaUh$;5$U&g7(v%K-YGS7;}|JuXE%j9+SY`j|f&Z9+VZ*web zFj?`J^H&A${BVSX&YFcuGVYgAky^}IsW?-i5676ME4O)3<*F?ix=a?I9aMWG_<@7z z2WM6ZQ`v#WZjKtAn@TsGW)_JTY~t>jG*TRRWHqjw{&;_*I8z4yPw#@W_J0+-M%k_&Q=YVK&KB}Pok zrthe{qxMz>O^W*8yT%IIl<)Q<%o{jkidwE0wbyT(^?JZi{#--AL!V~Sk>LgD2sP37 zAV^eIokoWOIf{bmn+#qwdp=xOVq09?{IFbNsRw`n6d|PWOBo z@e^RAc@a*GOjH^$*kAYi=KX80?U84MQ^9F{NQ`T0VJ(i()@o4>d19_^TF4z7wH%Ofa8nZ#1l`~vLMCD9=+4kb#)gEP7FNceCV~K zv;O>B51pF8uTONB1=QzhWwolk-r5q$v9vZ6r87x;$_5+~Y)7X{Fn|7LrQ7avoF5zT*l6;&yXSSJ@oBbOKYay>)tBQw_{t! zsy^m+>b<@+l@^>iPQKN*^@tBSNh*=fql?|dds1aW1YJML-lyZT{}gnet;LjG*ITE; zdvruvGqu?(v{k*nHI$E;{Gn^JJbIy{udB=RzMlTIW;%|mZy9?P1<5VL8sAe_%`F`q z@qN|YKJ-BE&bZ#40=-6wW4yh4jYVw2xLU@kp0nu~7qWIYX1VelKHvJ)myv3mtuxb6 zB+Yc_3bw~ys~Y~=QurwY^!L(Vej{tv#T zvhfiw%LJmQEd|@BcNq8{tk=zLO+zqC%KTK%Izvi7W9GxD^S$X^l2VYiU6vSv{z2k< zueyjA14`^AimIP0^Yk9&D&AC#{?O#h$>GY9u}LrP^EZiO zlm}HfI!qnZ`_EY&cSYMjVV9z3uOoL;KD5`Ej*iYuwf=cPinzcI#X^?l`$23k+vK%( zN*$2$di(zo_m%;5Y+Kgo-nc^u?(XgcCqaX|ySoPsF2P-bySrZ1p<1b1$lBRxUOS>tgy9BiLs1wTP=XyYMiOF<{DxB~dGiYhvtT4<15ACN}*i5EYg z8h&aAN>PB<%#31JAv-;85%Euco-yak`^>CadC6$D+J<|aD;t+!^zb5|a2)9pH+GPC zMM$1ko!VrxK|~c+*Vu-Ht#<%XJf+_)ftnaziep#a>EsY}%+I<1$q$@xqopeXem5C@ zg`>9D`hu)lG`;6k{0o!2VJvgc09H6sQbP4XSI3lpqia>S|2E&j%?3Ae#^pvUf#;Y% zE^pJ6KR!X)ZkHr7hU>&mSE>O4?`9Vtf#;~dCSTK>{}+#{S$}eZk;^Pu(hu8Rqy*1` zxy@Rg1QAb?<(qVf8OK6%{)Qcsc09aIGVe7vyJB!!9SNRY1=m<2w14`4y49nn0O`>-8DHi+WwD$mq40vJlHiZ|b;s*3`OdRwZl=hD|?($SF7LZx$2s zA)`vF#s9#1&>3e{C(vPQc`6fXk zvuHO*x^7aT;iXeeNSTr9!`y$@SVNfoclBt*Jo91TvCnX z4IB2eQ@9W^UB5zWZu^i=4GhVcMXqxh|hO*+&D+l%?Pt>JN zhumV>{5alCYye$<4soa)ZOAkrLj*e7AJ@@%MA>LO2=grI8a6Ct_%SSD7 zobrKZ9D1cd+PXw_oOMztPnnOSQyUcEeF)-_IOpKtw-)Yu*b}ybOj>F{QpBWkyIMxg zSDUBJ*~-msyvZ8E3oSL?vv+pPY3^$D2D&DhA2@@(jvylZe?_M6RP40~1(-WDEOu98 z%;|I1UYLzf9(2+`4L z@T=<@Q9$&+D-->_1;Ze@l%GWgWGqW!K$hH2ReE7m(#oK{@y zt{KJ+C?GE62>OH|7Qv|;9u1PYMaXT_u|+rQJ8-Jzuy^1iMmKubnQA`NYg(!y6!lHN zu09_%jxTgg*g>8Ew7xYU84ocqy%V+F;0|Ib-)X!yT~u9*FlAyvViwEc99BHE6V zBuc7cG3tp^;vM1>LP5&#+TVCM%x(dq7pVPj8N8V!>Js6$|1|JqY@+rCAg#aN8T=4$LseJJ0Y-n$7apm zf(2i1mCoRd8gxmX#DUz`M29eX0_he!CJcqD(X>UqJMdarSo|AvbmbV^5}jLo{~FL^DbO?fthoit-i13RrT$u#QmvE;njX^pqAbd z85LaLfA@VwIn`O3q;(aqOYG_Htsew1ndm9_N~LrW(FCS|D~`4&XW9f97j~f<0}Cyb!8X zqSyy*QTKSxreq^z+X@8Sh&IHu2pI#DG#NlO3&K?N_LFhp7luGlnru(%uQr(0Y!O51 zFvSl#eEx~vryq`0f1u(VBYUgVcZLtn{X$Mp4&{YQo_#Abe#E;mwHRM9aXf~Papmn@ zi>}%vTRby4ap|}7?}_xEH9>?HVA($GZrazH90|o{Xklo? zQ^C7$`!yP(v7`FR*?E*lkPUaQYTg&0cY;RN9@jd@h=n=a%&2WJwwQtr(#oJ&Ss0#D zqVp>9JCiN=XXmErAdW{!bAL?DcB~77d`!po3pa$`hh{`XOv^ZQ$r6 zw;y#IgB^Kn>3EUpr0d@CS*|Lh&Uvj9TU{yc{z~@-#Y?#iLKZyab*ab9`tkf*&T{$J zA*}F&YKA#_?DAQCQa-Jk1bt{zk$DDAm*#p24LqFW zJQup5d4uw3tf44I+^%jpec&i%Yf*2o;Xq*UtU#si+fL9BcS_3cHZsdynr`39)t+?} zuaU=~oRZERMY>4+k@JaE11eZFr1WJ|9$M~XKg*#D&$gjMO}mP!h4I2^jXEoBkKZh0 z%h5T43xNmEa9-5|-KHAmXSMT&UAgrE+mO^t63k{j@ei|RTiy^smtwL%nK9dX@oBL5 zC^}m|Q4Y&_Po{mJ>3D0@Kd2rn)@bvI4qCu{^8RtRLpRo$9iuv~k+kyIJJ~>fr5dBpnUDL8d-Te00R()G+kDo9XAyJJpkI;4p$E7tIyZ@d^iF8*z;oCrTm;cLiT8|Z7FLmJSysYK883)EI?$( z7suW>%8N9KeZjGvnW$YUhT(+koZw}T2A@k^q|QoHT4F?k7}M5ifT#O9Osb54aAr(K zH&;qY)oA(%m$lz)A@uw=gl8`BBx5~msL1h7QtW#Ts0!SoJrkk}V@Zn%cVR-ic)z;qP8g@aBIxFim=7^BMgh{!jYZyD zSZG+JnpHMkKj0pi1$1j(&2NsS*{`@!yEYlGKk1qdRoafaJV%{nG{oJlxgRu6T7)iC z(X_DJKsTh62apxTI}#5TOdsAz3=*WqefM$EMXrb#Y!c<6pdG~Ww)xzrIQX%R-Ij}J&XT&3RiXW_Ba8|Gk7Bp$$`VCz_N!xoXfULu#+Z^=pzV zNwzX?#spLikqr)gR+V-LCDM-{2a9+as&9E>G1JvCjR;-Qb6H|J?V z@1jbjPjoZP>ejWYG+(6n{NdM>8-7XNbI31BM(f3s^lO|Em%M##IQ78XMPC?Oe$oJY05kcgh zvn@;Y#($wDitm@H;cq}?(TmY4*#?)ft-&T*9IQ=Ig&48vurnTLeFkj7)e zr{!m|MuwQM#1&Gkxx&6k!WYX&0c}p_)sBtFMBB`c*O{2c4(wO&?i07s(fP3>PuoGI zwDXy;Qtw3fa$X^ZfSGGdz{egnwaqTqav40{kd%>D`iX;Tfg}8# za#6P0LXu;5H+5wx?q8P0JO))JUi}dlQWx#@ejYl6zaGSMVny)kOLc1iTOr!y)ySeX zfRylRM0%jd9;gl+hq)I63ZS7pL9URUpok|`i4u(p2MZcyOA z*|!vRg62NJz;_ZmBtfhfU7&KDfER2EeB)#oIWQ>=mh>ZXToV2@eyj)T2e6%xlA_Pd zSBS@I+j*LJ&SgalRXP|o93&M)yQ@iHpilxv7X+5q)k0i>a`rj+#QHpBO*@D~*~FcV3A~5M!4aP-(U!E8Y}4 z#gH&S2U{q=bb*S^K&(OTDgA-Oiuxg5=BR1xa!x@tw4QLNct#SsfG7{?cMZ`Yo?u_))5TRrTYC!kU#KF?2n z*^M-Cny@F_hOq<2j6tOk#Pxn4M>fOmW zsPRh}9*_yyPhK!_!AllQ6!Vj?WvVIK=I&-n8`Ikw0b8YzNxewM=1i`hN)tapikOG~ zTJfIA`~jvCVvb}7xve_qX<2e&?*IfM(9@>KK5sb5-dGeR&Tm)yj{dSVg^F+j%1>)DkzIq$2 zy}spDuJMR^8@fq|JOr5gwFtu23orVGw|rdh4*_bg#6yj%O{)>#9J^Sg!?>nhZB~lS znfJnR@60ZF>RNbT!*ONJs^(Yj(+U)War-UtAvt5GH8{6T+c-E?%ulRvYzCfk2FMvW ze%6vCy#*Lf=DZyQgYU$2-4Qou%h{XRoo{P?lyuKd?845a7n&iR^gBrRkk-Eq7}|2G z$6)0&mAclde>Xj|gk4!QpX!|}Tben(SF+O0NV2YXvU2o-3p{+YWMQn`?gWrKeAsjj zL8vs97R}I4DPgh{!9OVJ-iVcMS`T=kIAPQ0MQMtT!MU8{Q3_!j4Fjqoiq2Z~6?@2sGZEc)B89N#}nAtq(Hx#ll1u<)x{&^|F!nUqNn)Ga3pt)FCK_V4;R?swT9Bd#WJ4pS*#sI3# z0+MlnBqFQ~pz;;WtlIw^2O`@Vvw)bz|Dc=youB)gAO4?s-M?@6pJV>G0W|O*d~-NP zVSPvA-#z|kcPKg=IJwz@eD+b|)9>ED`NJTNGpMCxD<<(tTHlU{QNjr16>}%If0z~B z96>Jm7js#`*wh@fQEo(3LZEFjriNpbbucn^Ft;%!qWae`kWtau&d$pCx4Mexx3-c| z^*04wlk*=ObP&Irlaql9#Ghx?1_@t4S{4u&o|S=#i4&BM45W<%r5F5<(|@!7vHf+V z4WgX?W>>SbgEou(w=4prK+@#qWM^RF=H%eeCIS)cK{Rtt78V9(4o;9>2PBNp%)``0|tq`b-VV6Zvdt0E+%RiDviN&-vt*7 zGnJuzk@_rJIUWpCiTL+0b44lZ=5KV2Y#jwnXzv6wUOB<$)9rZ z4k2+QtON}l{Jq3y=;R#zze8GJ1fw-Ky58GlJSjO6uyzCm8by#o4DBf%ur?ACl4qV1T+wWOZ+L8gaY=IN*xjc`m4E zm`4oh@(q9m<&z>U9T79bw^IqUBLM8Mtxh)-gE-z#fPrGbLPLeIveEA39t*$#AJFD5 zYor*@`&kFf=NQmg5w$YS_3#>74w#t++*{R=&tVYyv;)lI?kDH^4$iAJF@aR;5JaDW zJ`m(6Skp*lkTQHSOF zlV_NFc{o?c%n+KvRNSHotVY+DAD8I5~HSIzd^|f$NOmaLCA$~`lCH%`QT80pgxr1 zhVqEB4j8PWUZfyGoTFGKL+ctbO2wi4_>p2E)*33WcGJZyC}9Go9L1M|yL*0^xt)OQ zh0L8!!nh0ZfeHLF8w*1aK}CqPEEq~XD3Dk02U-~ZM@_hhDyUz9&M3ZfZ^8`--}MpM zhSTULU=TZn{pqlQ7%D>WpY&Plh7_bHpy;Fmm6@dHs!>b?iL2~r>jdG;e4Qs?=;DRp z>x7jmY)6uj>57ck=C_-D6K;~Osgn9zeF8g?NN3mS8*~mKn+je?jmXy2zfEeY(SSRwPTXQ|Ki#OtlIajRJsW0W` zW@Wr4{IWhLUO7zBYQdi~8CUEFdJwOynaLV}P)3%l+D3f=GUu==)pV0wyl91s^R z@6Gi}Uf#bcJ^gqrT&{d{^LUYaLdnM0U{Mm7;dAl~k$HH@AH0p?zh15<%sJ0qH+oym zT7O;J=|OMl%9-k zne3OR)55mG#54=;*{>FF#oL8wiAhZETb-~M5XF4He2h8wBo?}#@^AC*b|xfhKAyaT zmB&LF4>RhrKeONJgx`Yy*$Ka|O9U6`9)3(vDL*-arv)s|L6gI#DqHeif$GW{i`?GmH{$&>M&*I(&m@(Q&`!8_UqZ)diZN&`KbaK5 z%(Bz^wTDCn60Ef2Vwfn0{3^-98iP{~K~xr!kH*0VeNURT^b5>Z(=0pH(V4x*Zb#WRw8jdn7b+{KpTp>BQ7faz@K+0u>Wzjba0|JR zcxKMy$fyjv=$!9eLRI`};9RYSU|6l@@ZmE)Ok+h6EM#etGJQD$ow{fLDS9J4&5zkL zT3YQU!Sk^n#%n9wAU4@3U530`bmso|59ISHJ;ppI82&ni(x0W}OXJ~!3dF&>dPA{p zzvacvK9QzHg~jhTt7YaF(~a+LKkLUtROJZJDKu-jHA`)gkl>p1u7nJT_Qmw%py>C` za!SC#O6W_WI-l?+Q%ZMLZ#A<-p7wtqBI*xq9d1IQ)rndDGGI-k`YSKdo;a9vymv@L zVyT9I@<(;?FebyWqrPouOFXT$(tdN6YP!NuLcvb6VA_y~hy9UfJnm1W^)wx@_~NNL zlEZ5eoS%Zm6RIZ8T*7V@A_h3B6t!7OL1-xo^28r&Mq`hv!cLtLo%oh2K~yH4=}z`f zzu-cR$l~{pNW8SQk;B||()tp@<5u=?LfG-pH_sUM#TZ4@cs0wg|nUZp?gCf5!rAJ$)VQF#7L-9#ejHj zA2Ld@mbrM6%&)u`_KOySQ`BNDuMe8t)#Q++P>OUhBtTH~+?Z5Y}qN9Q{ zE|Wzgk%)S5hllq}V?@PZUeTi9QKZ|*$??_X+S8Vx*L75uBZ$SLz>ySzsg#UFh4;Md zF!0jetOgc2AX z5`%(ig&?8dfB4hfUxk}X*rALLUPZ|sJ%PPzQ9=Y20XEX%(Z+AnZw?|{oJS;IaS#fY z78{kiP$nt3Bv&n*++}TfHf||-R4hrN_4o#;(cf@ZO(1>y_&nPYK_kn zw>k10%lSJrB`suj46raHn_6UkXx-gb?aKV{d5EJAqTO|Z;lP=0KcfrLdYHi7Sf0PC}GGXd*DB| zb2rtpxPFI3F`^-sC(oJD&yNhKV{`SB8@imE1``Y($v5&_(VdMVnvTz93s8RfuZ4OxX|a#NDda1+5QRQl_1eJl{GuqjPS zST%wL4D9r*qbB6D81;z|fxc3o&#E_(a7C>b^m}uAk4t*lX%I1VvBZj&33gl^oZh1<;&%!Am{tb~H_*5=M;5yZjPtm$`RwYkBaAFIc74oUmbb2a zv2O1RZV&h}umh32Ch0_d@i4ORZ_?KM<0g3tO|!*h8C6G-y@xoqpYuEeL6IaM@O6Gm*#zQpI$EcV&=|PN4@csm6 zpvImes6d({3+|G=1wrwFL|S~hjJO_W=W$y#Fcv|vIa712d~ZMri9J4ulv3K@_#?eK z)=+mS9T_paveO({sM2h3Hv)rkRk%>l2%xgCp+NT+Rd{c6LR6AWEGLFI`xDeN9VBX4V)NGHd>B6QOK|7Nlit z8|d6FMs06CN@Br$A%w6y{tkq&9**5Mkn^^wx+g-OGiVjd z&M;dFZ{J~%p^bny(eJTk3Gwkd7HshYs(qU_+3>_-bFT<%yP8(~urX^W^&wK@U=e3B z?=N-Hpy9Ff?)*)(JI^*qbn}2oy>8P?p8M1vubNKNdpFdTd)tw<0_psm)ABBsJ#ax6 z=_TqnN(W-6%P%)UxgN+j%rh(a<)1CDldmMt#J^@KyqjegJJY?g8)a1{4yCdxLI}!V z&-n6_QBnO`oe3PezPoJDNkgLqQh~T%;utn}5(fs`xj2ghHBvBy>6^^;hwA=s@{~*I zSYNiX-b1G)hdj*9{XA-4`@|cbuH>+gJ4ReiWp8lE=kDLlO33%iNkOMgUgJiJ#xl?O z*pWb30?+V~YUpK^eqYDidb&sUWa(jNZ1mIZIZw9ot;@|w&rCwhgrA<`=)i6avVi;5 zbMOz>J8Qwg=^dUKgJg(ONWwfE7OX%L(u9$^qY>Ze)d`ye4lOo0D1VuL7Wo2y?r{WA zeY_78bYGy8ufl~zSi&`=p@c2sRzvHV#u9X7y8;#xNi-GQ6S)zat%NH---Y+GnVfi% ztrU9=a=BjTW|#V}x9ahv&n>O23K_liJQO&8FVq#~G07r075fpVQhN&>OPScu821t6 zEg=p%OcNs^jqh_KW+`|KtI1H&!ZZn1M0qnYDZVJ?M}u8vNK1}P8UFs3@!VPe{GEvBVBGJz6R-yw2qmXu25wA?+KjQb+<$oN(BN4qfKj8Oo<}Qe`j`s!t15re@ZQ$azL@ z&M844(a>SHLY5}Xh03pg(??w+i)Q9(G2Y%v$%l*0?R2wLFR*2+Gk43|_96lGc6-U= zyz6G)IhgznCyn>HCI9%rG*SQ-Mjh~z_Yt2-xN#!>yDtK2Kn#n5Nt^~QOfgVA2qAz4 ziyr5659|unvAub9#d^(F#cWi^vGt+pA^ai7ZJ;b!)0W?m0+m<6l7WdZ>99^+ZB5Pw zqo8R>-7%ZniUN{#&Sv9b39;O{9=G%OX5bxFCIPvPm-`lu{Ww*81yaR=q88iqHU}>G zx^Z@Y$f%brZ}n+*Xb$ff=bP8%%#FxS@u}vm)iiI;^*Z_@L+|21`VNXRkZz~vYj&5u zO7RIAw{j)rsgb^~w51B}6vCL`K-TAN@NBmCRA9uUfe3-rXljANM(`Ky!f5c-Vm2R% zp%^f>1c@1_e}V@t$cI1%7SaDK4RqD9p*oKJvbDfY{V=7S)bz2h{}@75vSVZ{okSb2 ztRors#~`l=tEn4Su8tT6c_m6*KOf<@w6#pxugqSS;034|@9$oA5*o*Qk@nw99=Yuq zJ=~U5Ky$dLo>37tJF1GAh>(x*&CP^M)=4(nIT~FO^p23ud$X~mK3_z#M%W_0-bMte z0ydcemxhmYYD9D+>_<0;k|Hez3MNp1lnSQUVqcVEp3HCHDO4s~%FU6cTY40c?~siQ z*xvWE_|Hu$PQ~f4eDxTk`gF*}hJBO9-%Lf#If07>xyG{JY#XxfZSUUH@-o=L4;hvlocKXA?EAn=Z<~ zIO3WE;&_;82^(q=IOr5a!OD&__t7RRF~n@R+)SDZFoFf70}#aMgUmsntsAAl?TYZM zS`>Oq?hiRkiHxSzul3jzrbY`VKPc&0ZB+Y-RbG=4EV<2G-kTCIUf#n+jbAl|^_TND zoO7w}6`VKSj`McV)WS}MaR~DY;H8l(nZ;<$l!UH#JTFZa;o1fIV~yIkg3#O{_^Oi zTuZp^XHAWKTRs03Fh3Yo+#3!1PG6@*GCxSlxnMTY2JAgPOo~&n20PaHvR!9T4r1ky z^GcBa<-C-itKjQON>hxODwjSfPoMS11ug5*VC>>eL3&P z*CqrsmOWgWh+^K!sm~b5`NIxDCS^zfp++!_zo$WA<*{w}Kzh(E=yw%C_Fy2WRZaL| z(i=WGpA6wWnS8>J83Ec1wei2*4^iGfjlW(m`H%CqddxSzeZ^#U+nE~3obYweu`@E; z`Qm@paVPuZdDcx_Ep9=AJ_un00zWPWn8l1$AFd&0-UXvmc|GZ9C>do087I#nyj8$* zL}(aEMa|#xp+AL{u_Y#LeQEY=rC#Gj`{vlI#}t@N_BF-xTZzx%1ks2h)1qi9J9?*u z5!G74cWDi}TfqU7$(SQSaiQ-{3=o()&YM~A&{|k7`oZw+3^UDkCr7|aF@BeRhv{z; z{%N*RU-Nb_^!SO_%iaqph+pP=bH9y2_J4Jh?I%6$N=ScdSigPcptFf`Ml=ediq6$L6ZW4rM7Ubn!n0)9lRA`_sfb(jDT$m>we-gNi6#5Md?qc zB}k}qSngt|kD)51IaG1X5h_!@a-k}LI11!c^`BbeJ-#IGIHA$4jW~k-26ND0a(Qgo z%>>6{XjL16HE|0kAWgcDCMpQFc-zF~3FU0RN$gKmEU5F8eD-{z%(Nn`&^eKgtCIsn zzsZaO+1JQDgF1_5$b^_ISVVG3>JV`5%yivaM;YEr#7;n1SU38ad@-3 z_}&|%f?1-TK-ltb`$@@eR74-neY@6XX%{XiG_#w7MC{;+*?c*pW}&ze0g_~Ofgv8T z!F=Bl^M0Afv(ja^N^@Z`IGUAp3_I2`O!3cjw8Vo*hR{L<9+)?o2brsxM=n@C z>7l{XaWT0ILeZ(|38hQny+nxJs=i=Ww!reg2usbZ)4k}1ix+qdw%U4185zk^bGWVO ze3I=m>gJ{G@i+gOvb@s#5Ug?}RszK^Y2Fz3N-KZ`o78Yh(9F84zh}#<%k5u6z~eZ_NIpX?@-ilMEx(s=MNb52MPZtGX76Ofbf4u2mp2X|H1`eV`tz3 z!NjZ})c^l27l56Om4Ta$9hA9`9+a1ifd!P?kK;ENfSG}l{Wsdp&B+ZS6fm)I{ue61 zKT?MM4ea_yqRsye72qFP)&7ph{a+mM7l8Nw4+{W<&HqOF|KQG`oP>YFy8i;#L7+I> z-!Oaa-|0O;<^BEwkcmJg#XxBx|JG*xJAL4f{m&6-5B`G=@H^$(pVnV%{%y8Dqki}O z3t0zY*D`g6#MV>M*k-~5>%k*?{K7c%&0{V6GH#lS2+CTkJYJBiNY`lNrFgE zdg_Ek^$82-TH4el{+S-QYT?2tO=iblj)qCd{v4!{uyP-PdD zl+a*nyqxhBmU$F*XcFd5qrwrR%8QnS80B4~QOlCuSfjfFzWxyJMq7Tr~jGt_CLeZ|Fxzo>)&g-{wuj2s2%_- zh-&jcJr1DQ!1bT->C<*tSEb$trk1%1zH46DK_sUyA7J&MQKujfNZKJ${fpRg&6&t1 zi8eloi$TiAGQkQ-DSdhuP*miDkSf#({1(cJcg}^6tokiD(|VP1jaHS}66Mko9v^_7-v=T&es?XIHNN4X6$qawpx{G9qq0&2 zA?qzU;29k-x8iCVaaQsp>H~Nu5SDCNA#QHda6nL)+7_b8nWdWhed@i_91Od{7c<|es?i;>9_?^xhz=(SgBnAr1 z1loGxWt+G#K)=X=9%26U!_!Ght21Y5^q9nSuyAs`vVeGM)d=qn<+%mb9{yot|Lpkq z{;gxWSHr3P>S%YN1yCwxlk$v3-k|6!*u>%+XR$Ci_8D5#L3-3> zw&4=rxU$~kSL)Lf#|q^c0^SimLHgj2%$CxFFAkzwNQmW-cLM3?fIb;|Kro7PAwnvj zVIr{kF0v-vy{>8gR>t0>U(0w=iVW?gSP|U`m$$~QJ zlxo876M|epVony{tR|a*cAG$c{3rm*8b<`h*{#%sPeUDn{OEU<)8>i4($}q&4E3e6 zTn;$<7UTjk;$zO_Z}2M!1jq9i<;A0K_~YtRD0Sf#6(~(-2Q@rLOau=l!@m$?dfJhX z1f(z_+5{GF_-``3FUbyF8=qf5_RPv{64+0I=BN2VBgRahiO7!y+t?E^f$YOGfFIz| z>~7bM=YAHu(6s?#7Hm--EF3n`&cA4uzX?cwvxjKaBee40V<;kLLI!Yr@jVUZ+;ID@ zi8%Zga2i%couUaW-RKa=YsJRsbWlTX{m?bEX_5>c)n&2(KMvIU5VV2VME;Er?o1~Q z{p+{0?vGVK8{c3(5%y@rqLc{F2t@iD|97 z6FFAqf+m7mCQT>5V0edK-@dBNEI(D|d~PcY^;@fntEa@i8l0pYmf^@)afzMwc5ExW zJFX0E+pCm&EE(8+si`0EXu4559#kQz4}!v|$8c*C@FcwZ8uiA#`RU@z`;Jk6*teTZ zP%E>SX_FA;?(5fwYS{j0srxMlmQ4Zi70cI!C+3f~Qyv7>2j|C4mBt}=_2P+l3923* z+l&TAwzF$3?MAk3BB5vXyXbCr0e9hRtd6p$8O|OJr|)=Mt1ZN?kldh|&pHb*<-P(( z8MFG@Slh04WE3bl2gB(a2gHnGYw6n}%-2Y4^)(vs7Q1(>kZeun_@d}jBdrWXZLL-Y zcC6Bx?ce(DMO{XZ5NwUu$F#mZscsGB5Uh!*G_~)cuc6n|;;8;qwQEL}L}qbDHc&Ry zCY_!Mp^p&5NtwJ$S{1nZTGK@JOS=&Uli}d3{99mqwRqx}z0;3vjhMS0ij%CwjKihX>=xo)=hCRIGz0Yni8^n5r|deGza+tc(^GT zlq2=?m>-fbBn(+RF!3Wd21qg+o2b@3jO9DNXucz${hpna3Ia+W z49vZKuc~=O%hF_Y5AVwCO3E?!A(`6-qkB)|N`f^7mJ6q9ED-NkZ^7wyKcs)|E!;(Q zt`RYddLOyN9@h;+L<-r}XQN~$bB95fpU^pBiHyPee4>MH+mbt%1e5X(yG^L-3arlC zl187SP8qN;B4&SD{DLWgeUDuP3uVa69(<(8QTnZy2m`*)04sn9iWo!c@@zxtJ%Y?PNMbH>mAE1jj8xRHUM7q%^3p3Q z;Nj3!)0= zTCt&mPMA=?&G`HgnWv4k*uD{1#}-Rg%HX93y8i9ha7e4<^5To%O&1C1r-F<6>{3jAsLHr|c1R6YwW z3I7q3$T9@9vFLnbbca>Mn#wH`WoBTQ)uZ|~G>(;uu8>Up)T2=>ca1}k>|TwL4*hJi z&xlE}2oBwK*R|u;wnw#)No^U2u283HbnYcJ0$L*F+bZ`e>HO-(aVk9~^m}}L&u?@Q z=jcNUA_|6q%Z`q4;DPA7EQ#Y-LJ8FS5G6)pdTPNg%GGeD;k4NzvAst9cGyF9naQ=w4DTz{R3jwsfUm zmCN~4tc=&M?s&!4>GLfYo3=+P!-sQ&Nx~aSg>@@Y6IQRmP-6zgTn-C+o=~Gl&|IXf zDLrA-;?|#|mJYqheT#j~^jc&SNyv{{i$_0daxY@ljmEX$tnU^p8s3a1b_rN`_WLg- zJIKqOtTbIFTsLo5--BHbxYSh&y~kp&5HcnZXMso=#H03K3e5jpPErqfiR<{%5^$cYA)2;OuR@)xD`C7$T9#p`&=gB9hf zC4wDXMR>fUlA1>P*ksQb=cA5_Zaf)Ernk}8ZUshKuUKohts@PlBBsw~4P8G-hEHiu zR&Jyh9^QnnJb@%L)fNEI2uO!w%V}zl#O6=*yE9mIDJP?#IuZ<15bh>_Kc>p3uP`VB zjwPRWXU6tHO4_Ryo^KjFcg8$_Lbcc>-XmukcPRHr4?JnaXh@1;2n!32cT;A1BfI)TdOCPbR*rm$XeIK%Ugu=&A}^N?^0&#slM=B(zBwurvyd9{CS+{C?Md2H3H88mL`xh_^`v8@wN z?5ERJ-`5amG+t=G<-Tpi^THqJe%)&uYF>GeoyWK{8BeE1E=VM+T>bVLZ^Fx2cUARn z_TPTI3AE>=S1he-kH30*=S%Q*X5aF07Ho{)?IcUf4O@Zve>dg)NUjL*NRehrq4r6d zt+7HNu|k-uVovVs+tA>E;(hh6^{2x1zckYJU{rzTe5YnZVzsdrbhxry zB{W*A+XK}BC@3D60-hKGJ<$mK5uYg}OSfp1uy$jpRENGIzBD!J({sM7>vnMG52U!Y zyzgoM%mFoD&8#*6_L5e_&k8v~n&J&u56ZuHd1j;&1n)ouO`+D^ckuSDP78s8g$5zZ zhZ?|$>n}p*)7g%1YY1GS1N4K1A1mye++0gwVne+lH;A_?emRm^E#`49{56x_^8eU) zA&gyE=-s^Mn0alj86n2H`XQ9}wvCDl4$pLi4apEy3JnJ4N>1A27(l6kD5ge)!XNKA zVA10TW;uX!lxcaV`Qid%k%y$ayWGs~ps0EmBn}H4o4kE~*$vXj4^SV*hj^d&83TCz zq5DXU$RtdL46s=>8)P#SQd6@473kV$QQZu#9$tSNsM^rcWV_MC| z_A(Vc`ABNef97bv`q(&a>k4oc1;jJXau)p`?%pc6k!V}6l$p8A%*@PC<}x!gGcz+Y zGeen~nX$~w%*irt1 z=|wSMu`-HFOJ@pUyn(I7=^*|6A>1q2?+r|B$4!VsMGFU3g$SK2O-W0wtT}-t8KwuP z_VMClIeO;GbdIMYX*V#?>QAXUynhsG*TD2i*fiZWj#(L6m>29cHtvwO%fiKLhfQXw z_h_9|c98xF00%-0Fi=Yo@%Nw7Ru3it8HQV?567P` zgvS%MIK@o@@1TmkxS+s)d0`=FfL9iW#i;U7euh;nQ!(Rconz*{Mq zk#i`^`?fPMb*{otLwTO`R)=LfsCi>@NN9}uS1j|c@UHtV{*JZ;s2>ZkG`ScEACM5Z z$Pl&FTSv3&4hOs>+y|ns9GGKAk%S^?A?Iz`lRWW9X|V;ol(J@@_0OJj#R{RW?dwsc zY4RG{JU|Vk1=*utZY&j?tYLU{z#M$(e7-2%ip`tG0tIo7psEWV`-hvEa&rJ(7i$uK z(gc1Ss`zoR&QHdqV+SrNiZr*(MR|m7fL8&(W-!hEceM*e%KVhQvXo!?~OE{b^;ObC?SnL ze$z@YZ&IUWm9H4#`@*UiiCIpoGTW_GA@bmO@4MZq1eZ)GrJBFM54s`GxamvXDU&rpRFx%m>uNU%DXOjOBX+;aa>pUEFj!xrF zbtoJ?$9KSm*Lc<%)cXbOeD2n{kCS`Bb+4?Ciw$TSyz`BRkL-tUY=4caxc&Tb04|7& z#c<$~g)EY>CA=(CE$aJ0xoz^) ziVI&0(>Y=Tuv>L+7W<>*NRyEvi39H{z0g+?%_%LA>c^<>-%GOA)Y!q`xXjsNmpZ~eE(`5T;pk4~``<0%UR1Me!mRvbJM<;uV~_Ja+8R~8s^NlEMsS3We* ztf@q8!OHCWB8KTa)UfM!0_A9}(8)&a^`VkY0!9VGg9aFNiPU$Kj5+rO1sJhqRC_eV9oKSzFm+4k1Cans3nKiH^rE6GUHaes{c zHpQ>@eH~>JND~~<;yu|#9?RF~gm2Vfz!0pMUlMlasW|)S9A9jnJkO2f8pf<$naRC2 zh4WoU@;=07X*?a9zmPC)naitm1CgEt)oO%>6#mYzk_~B*0Qf;KXt{3O6PDs-I>04$ zY4pDBLwoIE>$K}SEMtCly0jD}lJqjBOoYJu`owC2fKzW_V`${pr=Ne|-JAaR-7y3t z=8ml`m1n^!&1a{-)mhEgi?Y|{#!7*2m+ygYq~(?7ORz(U%j}$|B|6v=jqWSQU-wq1 z)b86S*)1!#p}vTYBc7LO|KpA)d*QxTZ!pn^Sk?1F?TzXY&2lsbS%YBsq zY$m# zvRG0_Y89ICL%z?P^{CIQduF}Qdda{#zPHzL^1Z*rWX^@&OaRiW1f?h-T4n$#QN2c! zS>0Az50=_oX7?ByYP!15%>BTe1$nSmh>j|yjEF%W>3Mgzw}gn`lT zh($nCffP1np*LOt4&t0@RS!qZ#$!ByhRwEGyAjgHHd&`nDcxWq$U%=ob%Jr>z9cuQ zBB!TlYQ%q=2ncDUxB7K*qr|5(a^I%K-NU4AzZp|Z?N(Dc^#Ok1^CyT}w7(lL(wUuouO%b`obUDImz#Wt0 zt~cS<;ONLcyxK`Afbuu$s+Fk=@SK6Q^!TfIwxNoX~Ofsbpi#f)*B1bubLJXJ#uALIP{118nh>2 zfXcp6^YMacobJJ092?4!G|mOY7!cuRnh4NFWBJ;bsBF+*E+KP4Fspn4N`FRk-+TNo zJ+BB8T(9U4!=fKCH^7 z7pcDd7Ow}*2VJg0KMs0UY}aIJtUVJebbor+K0{Tfzv{7zr$TiiUEm>HD|s`dHqb!R zJs_t3A}J`Qp;`;Crpcfd2c9QsgpMLWY@QB1Bo5QN^1J0sCG>*=V}So0Jmm^Hlv zhaXqF<*1@Cd#l?$P#!lj5lX(htH`CM#ZGUz<;v=EIqzL< zq0Xf&P0mev8bPO?lC*g2Vv3PGi@KN3R{mwTr)l7w5*g*#o7{K zMZ1|k_1g2tTRQVw`k^&rb+PA97j~$$_Nn)VdtYKXS9*z@nZatRT9Mk%CGR)o zeMrdeXDFuZ3J91V5~+xymQ1IZ22Gd`#_}LQ-8584B%l|37A3@NNmeJn)GV5U9VF?q zXgTmP7f_VNqN-1Ec)BZi_}-1zJL^vyz6&Xz9!Kr6Dt&uJ0D3tK2IrNoe2ii703ZR{ zC0b#jShHAH*;j@Vr>_ntCcxU3Z#R0>JtJ{bDBzqw4SliF{L}O4+BD~_-WsIAf7Q-+ z-Tr&l6!#wM8IHOwu@5-acpNv9WXj~7exPAoaVUWt#&LYufnf@#3Q~(M#aXwIi89NO&A5dzzw_#`Iv4jQ36$ zBx}la7>#+{#EQ)@8?$0k&1N_Z)B9+;gg}_IyBE9>CL_5Sua3oG+7}Vi`h&-YJPpZz$4``NkrWf*ZN|PKjV<= zNHa5!D;lZ-dZQFO86?-Ir1OPFWnVdWFYb6t&WHQ4@Q(Vdhd&zU{_pX4H7=9RJy^_; zXRfNwD=^rk%4f-Y(R)E>q&JEq{bRV3UNB+8pGo^pJh$4_DJ%5_t0U09q%6;ilZL`I ztnB05fcq_=M+aaPUp#8Hg|?LupNcGNWt){hQ7?F_XvQ`5kmz~Be4fX`>+;o~k%4B` zZxozwva%k=%MzSs3@c48LTZUt) zHc6%Ayl$Y38@rv%nx@5Dd$zvD>U!@bHa3%w zg||Ig_t2?cikZKIzEQUzzxIP9ECYDwfa!Afwaj~u9+=fGs`uhU%Jf70)8H^xu=z<* zSG0#j{KNe-fd?@JKrA8Sl78r_JDDIv{q2?KjT1mvaNt!?E1-=`x#vh3LE^a^^zpgO zgiK2&OBFYE56cds5KndHXho!v|{^i_tZ-fn7&_MUY$ zI*z;!saQ_oZz*QN&mPTE5UO!&;p?^++kIcIDeG}uTNGp+_G33*+EV6jvD+(Fub!+R z+va@@20^fWQkAaCa32bq2r#j=yLq+{cx>TZ)&Bhz+csx9S{o(Mh{XzB_8Z39v57-6 zGS!^%XQXMK+K2Zg zk$>}KhJ$|n$peq9&NdG*O)u2^ap?a6q2u*9po*{LV?W9LNK?+g{Jh2;x=ogRjOX>a z4ECEv18{{^jmN^EG>*&yiKCAp^V3Nqm#)Cj!TGSAOgr)_DQ03ezZVf6MUgEfWx9S1 zIh$3V69hx(i2xR9Uemg!D>8BdwY`5>YFHXkfz05x@Vm<3A7L-q!7d^?RMl{7 z5hl$+Od@!+8f5bDqS&xFE*rH z#5(!nE>$Bk#j^?F3+e)j0{OvTe^K{=UlK`g4=*>AN~K)-hKB+85I;&sMB-NmyKbMmsAju0oIU z8^)(&f_KJ5l^+~V1lInG$7gMxo|V`~tK6-l$~J}k{XQp`?$Lb6X`xfvV#HUa;Yf>A z)wkMbAZ9(Dbbgxm{gl{$CD15zEw%=rms?_4RZ)}|LKvW;hpAGEE-Da=ClwuYAHxMg^$?nK@&XVQ%m+ zXjHH97+yo_n)^8Kcu4Ocl(=UYrfu(zp68Mk6k{fKkRn< zdbAwWfBOz5Cnvgh+x;oR#*gh*@5n2gtaCpM(dO}7?LVtatW3MTb1Bv}ijp%x}66C8wI z&dx!^x?i6^T!ECO6Q5Qr3Bhag){w)#`&N6CK@2oI8;qFSd1R7cw_29J($)vMJ<4w3$Q3+WPY-@%y{8fNWgih9K5k z4#nd&5Lx2tROU;R-;_D<3`+DcdbkA*2`e&bbqQ?cxPUGAFmo*{h$d44*U1kQ%A248 zZRNQ1A4-q1LS0I@tsox^{I^))GU9jUh5I0m%g2n9bUw^TYoB~?-O6xqv2^JT&aWg+ zd7+pbry-orYwB;q{wW#1YQJ-WkNftJ?V4yfHJ}6YO=EQw5p^V^D*#}@`y>aIav&0b zLjPuR$9Rlz;aqfZ_KY+i=UHhY86`zW7-;FZJERD5mb2*ay1|i@H7ryMo%+_&@@oemv z)IPUys&Rxdab3|q-#Xg5<~!m$MWds3ymn=V!eQ)i+*qf`a{Prt9l5Dcb77Fny{vsj zmVo`s6fCf~;diNA4gZ48i~b6rKkJV-#OqD_HmQ%WQ!FB?Yt-`oG9Pj|B;bPaoj{xyN%m+~Jk}SrEJ}8gu#-<+ zEOAQ3Oo}h)GlCJzC&C1YFN_iWDaZkn9~aT3!})7+M9W+cRY9m+!Jztqq*;nrXZ7H?zAbRPbK>~i z&%YSp#<}^0w&PNs1_@kSDLRp^PTt>2A=JOjS2Bclc3D&Cgbn6Z zTnP~+0JnM92b*mT(Td}~2rhOev=(lkZNp^1`N7`AlZ7S~d@yEJu34XX^IOax?r8Qh zvCqaMF&j!Lk_dNhrDpuI25u_J5V$F~Ugk&4dTsL3+FW>Rg{L!;@9)S!Hqz7IB%aP< z>j$J*BfqaI9>-nh!FuPk8%%W**&A=>gf*o#7W1@+(Pd3@<-Lo+0V#G6f(R4E=2*06 zja+CCzbgi@;B*XEM$1~53^ztIqQkAK;;9)V_sP&wvCpHXhSBzsh+QYc^rUzi^cpc7 zqZN=>EqIIQy32Y1cj_Zvr%psxu&iHEch?X6daaCw*kav$8}UVdF@uRA=HSEnF5%dg&S z(MzRpIteM5;U(%kDt27zi`$H89~yQl;Py(017`>oh3sKR1U~44hJs$4VSga()e(=u z?M)Er3)Q?4Z9nP4t`#5HBC6r`4hUl43or&71bHN2ToEfF4GIDXNc95UxWdHN)tA9< zQwZSmC>#-CrWH0O1g%O)Eh*0BFAGl1!NSj$72A;2;+c4ng-e1{te_3rsN#!8HVBSD zkpiIBH}H%)M-BGh`*#Z};`n)7GT^k>l?_u>p1+2Hnbc|_QRm%pa z-pJbhooccT|4K^Y4ah3qMN=LK`j20$Dp=@Fo-AZ%@0?1b*bR){FZ;unh9nmn;U0K8C2;pSPGM6SEJT5WCcsBt0f0-(L|Z* zTcR}^eRMPlDQNk6)c92tQf6nTK$G$GsBkdH8@k?V#viV1G(BE-HeFwdv`j+Lt2en- zx2w5{+$SL)J|BbEf7sTmrcjk8|LO7Yp8HhB?|CwrL*N?H`So!*H0RbbY|->UfR=z% z8wMUZJPnkJ74Cp`Q*Oym3F3|E#sP8&YxT{7^^P*0xyMfT9>G>l^k%`bnC_Ir@(3}b zKY4x*@*i_$-52?y)WSoj&1^{+y1moWKKE`M`A3Cp5?vUi`&)jk-JHy=I-=EB*yX`! zPxhXd{PjxfxENgZZ#Dg(O-#?n$K!FkI0x|!9dy%6sa+1h1x^TVSqFlJFHK)oS93G~ zhIEcm4_+8{C0*m&)#s{0xXEO(sy!=-nv5b;c1_4%g!5!h-7NAHeOjw-4)l{lZ+p9MsHrg+@vYHxBv7-4i+-?PH zT1bk`ok8b5PW?bGrtHxKq1WJ0tGh=dwhW*l?D%p&=qmhlzA9-iZX#u0sL`=o486X5 zXSk%i4_Lph9?QNn+wY9;Vr)HI6`AN-j>hEIi6|<0>OT5A8nJkv!WmK1W}(zWm}+FA z<)a+D7P0kAd4x=djUz{4jDZW^wOVPco;p8h-YTwSyHwzBMjD-7SH7P&z1Xdo?I9lB z)R_Az;RgOt27xdBN7eg9kkE7#QydhK_N$=Sx5HKc^TKrtDwtW+jEA4mSNmo^7G{l1 z3!AN6fhHoCV7o4m5Out0!U`)IPw|1$ydb);WXjmdqVN4{u2Hb8!qCE*eP8f^PPV+S8QED?T+df zlW*Pf3;dS;e^iIvd`ZQ@XKbS|Ab}iV%oqqTkPNIE`!bb(-cD}~vHum?g^_80LCNo6 zSo=A-5S!eg;lrSVb@F)c<6@V&@HWMLWuyZU)l%-e{Oe;~yHz=YSPg7Tj}56~NuY8t z9|`Bg&YY!enIn8mhQ)+MEqteQKA64Dt`jCwi(@7jlg_Cv&Ux1y{c|7~LaTKk_*}bn zE;w?XQcO-V6viEW`gt{2x9x@)z5B3#Gsz|&#*)I^G{%d2WHV_KdfX-ihP=69U)yaX zICqB1wc|z|oz7Xm38pS`~%yC(9oW+walFUZ9qD_x&xsYeew3XuvOc|V)J(*Z}9>amGXY$ z1B1#)j4 zt_UfcU+&JB5@4Y0fR_|pSPvX}){2fVE;O(lL&#mwsvKr4G^|@0;uwY)b``8K0b&!3 zS!3a)Fn;XYRwRDLJs{#Mwmpwzn>zdAcqOcO_Vy_CVWNFuV)p3LT&g45eez*n4AzRM zT+DRI?*js>2Bs-gucpMDc}$~B@GNMUtAgy9xvWc{$J zay98%3vi+sJ(s$#KDg}KMM*Wk~f?yPx$(ORb`Ul&Fp7L-L&asqgV!^ep@_6Vn zjcWD$_Q)5q(fvAGx`(&ESK_MA-zr+{5uo2a6cTuk^Rb8pq+4j;T;U!!tAWfCYakF+UU#=XQ;r#Dv-iUtjyBYBqC;288t2EGj|%wdKDLnCdf%PA{RMm}aWNj( zCFn(_PKFp_MA;w)I8a)484u*fq0tP5;Kou~j^47ZSi9?-C_i#AS0jg@jjDKBY+zc z3lg*i5t`6i5SBj3nVWaKt|MHA-f2zp%5HO>kCpzm$kAt;TD!5LX}*$3&Ls5-$R4c< zBCtv@dG>fTcynWBl0xg+Dq${m;|XG|TlJo&RhdXL!|xL0C(9_NYG0Z$Q#0LxRjA1_ zU{Hf~1}|V0*J)U^q-{WcESznh8qcVTRuPr0wD>_wizaOk4Ln#NEPh(=^XsBWIaC2b zh7xXiToKiG7hO;2a`$TxsbDe&jtv>(#~CXH1BKD~0u*S^&T%$;i|);nu!-rR)qEsx ztj$Md)$x6oDazbN$JW#NthJbDr&)&MJxDCq?c&yWbkGn;SF)zI>{LaTl}6V$dVF4! ztrqF#vcF$4maM5;{s?=St^73%bK?s%v)?iDKZ8KbY|Q^13iSU+LhwKEB87h^1pgPN z&VM*H|CNAmCGI~`r11ZJLhw7vZ#wUvV&4D86a38uvT}UWmHz-U|Fz@4AiaNk?%#*u z{4d7fZzb@*ZT^Qb_}jw!pPt_Dq5q#7gtZA+*!~S-{5QVvU(DhEA&Kz6h0ghno^r5! zdyxMllmDsa{XdIP{wF@EO~B6ioyq@XEB|w5|F=h&<=-d$50CIaox%SFrTo`!+TWh; zZ(;O52mF5c4?^^xZ}@jTFfe}WpT8N>e=(X&3`~sw7Q;XE(9GXsFtalJQwYt(!13=+ z<^LYs{5PENe@E&uGjaS6;AX-v+du|bzv~xN&gxJqs3bm;AYpfLoWC<_z5uuo!e~Ds zkCUEUg9eo~e{uY}TT|?KWp`unk)hCRC%72bKyzA}`6-JX)f0#TrQUVHj^vvKLuTgh zeY|yXqLNR^&_=Q%WlutfR=Is8)=#0a$+oOvTo`zL+l(GV!e80`@G}J1Yt@tN(mF{Q z)l9uFMfHM}SXZD$VQ+YQj-8nfE_;LH5m499D#A=`nAJv~`VT2crr)&EOfc!|t@%EY zkGH$LcGO|ulJTT4#f6hA69k(UF^EMd6mD1_hm0mM z8Wsp-lm`+sP(BSYz+Eo^3RGNx&?umu0xC0v02x&tlu&sg0FoY&v~{7iiB4`#_fnMB z{(M`7CCQ>m$mH{@D?LcS^6l~KderkN$MLG|IOj6Q_1ig2A_NnMn4z4K=(^17IRdm( z2td?u^OOd$_e&bt1`?R>=gw%w_SL-O1u*0KnQ3p-9{hb|rN;nj1P3%*N=UZ?;pBn) z-2?R09M&_2CW_Q20F$=BB-fRiN{SW!*2sVmfS#B3W&zfw%pDCt2HfwVeLYj<`b8}l zQo!W%I-|l?v#$2Y@P3sPFlY_9NnE#7VUH^v`vcfv0@zJh+UT$~4+JeVz78Of>+KV6 z1sc!8I?D%A>02{XO3y?MUFu~rOUj>>t@-!}!~@Sf-hM9;0%PfAeCGAIm4An0^mj{g z%ghqLBHw<^$4`C)=}F|jIWP7&wRoi^%WexjHKkthS%muyp@dNO`8y{qF1MC=*EK^( zI=@8X9^%sMvZOEfN)!OT^ROct7J$F9+haCJm?rz9_t%{k6|5i?tY!?OU==j30QM*BTH4PU$>3yPCLiWOr#VTWABbQ(1^u;$_)EYPAON(ZF&)XVwnNB^ zh$ke`-ZQscKVdbj>qG|l;gPom1}v-uLeec$foUXmL0%d^kr_zV8PLaC;FO=33%w4I z16p8sF+Vv+1FbM%R^t#931MOMk!V6Sf<}{7TOgXhV4BHy`3PHn#`YKLZpXO|{js;WZiqgx6FY(& zKofchfV!AgNCe~tea>5I2N0{Esu`fSIy@JO(o>);1m#-B={#t(z6i^-WV! zFrbV#hyWhIuN|PWzHI>F`dImwQ0CY5uvOk!uTU5Ho7}^PII~qigB_$!5IhI-BAmqo zhyhU2e$uli7PKA^x{L^r)=s~~&Oo?a%(B1iaG)OzL2J^nPf^g%6=pv%2t;rO{Uy=^ zx?T1@`RYi2`RX3f;Z{1(&g!$zBOjq{{)(Py#Ip-k5C4L;K{cump5&O6=o5O#?zvh=|7QaL$ zl;BmU5kA6s#3$v-Nz5Vk$T|0p8Rfj-m%8vp^MrrIBQn9=u#X$%Y~97YS#6G5mL$(^$t=f*m_so2ahu1-V%=hv|hfX*w}Y1#0|w zs^&zvQ+K1@n_KD^ZT#IhRgv6pHKN57W$}OwbIOW1*z#<)G_sJ)e(8!%hXFN+jLt1P zwX1xdyJ0&?gf4yh(TClVTJ$dI3W5tbcKvT_|89vLM!&u-N0iP@0eb%y z#}}cDw2rOv3e47TJ4LH-yH+Y3ctZ}H82aNf;N6gy`@x7iPUD7Ofej{GUW#MU%n`Pb zKcwli*pzQ%+kEbd!oilMF>?9Y*vYx69T!GnWw~;XTsUb&1Nr1jCFCm9{$VpFOiW}@ zB8kVF#wgp3e9qXbl&T(;XXmAE2tx=WsSZg5CJZ0niHt-=)Frkjlo>CJZ_Uu(i6dFC zo7=Ob2*xO85Do{oVUkKo-QhfaaLPF!b}vTdA-B$*j?8)}p6gLRRm2<@V9!S1ysDIv ziI+@Cp-upHU1&lLE-^JWC?(5}qt{A`ONPpZ$`I<7OH78Eqv*~@5t9}y{uxD;u_ECo zNls54pHq;bL8+!8&$4;y5~-ffTqNw%9uOcDTs-(gva&y+B2^^RTFcZ#cHMguTn+Kg z!t!M;Lz9}MUUYKYia2s@?J7A+$DD;<8>{OtvzUs>ED>d5t`3R2aW!c}=n`dHJ&9!F zNUx*ywqFq8=fu70Pm4XoVZ&$egKFU)k{liVwCtvS2tjLWz&z+?Fine2Vwz|-S^l=? z3l{5G5kgs@eb7*r?S=Ft{>@mSm-UBDDYR_%8T?O?wPF-C_%fd?*Fd0c-#R1iArhCjW?Y;rAFOWrtvJOp6!c?Lv98F9WBFo?*+J+9~khuz(e zX-GVaCvhlmj~bNtgLK?5&I|!Pjsk(-x?b3wWT`MgEmqLLKyKB(RQiZ&1}bo2?u5^r zMYYk)BTEKPcPJ@kv%Ju5e%=xFok-{4oI?UqWz;iqvCxdO8dl`kUURC=f<;PQJsr9A*AXn7k+CFD zjbp1rF?Q1JOzkt)LzE!Pa>?GW@in6(uPj3GAkz@gdKj2x%xuYTCu|17!gt}o3<9@T zDIy-|RcBH#@0u<&-x{MPqMjwJqPlV~k6Whaf&My@ni#(z(bFK0tt!q2Zcdr1;4la5 zXdEly5XVu#N~3Vk*EKcnkw6eo$O(mv3%K`=fuzr0L>LB1=DX(n0BHQ6DF!6n_S=Ah zm0$%C(p-=kF#NR2hczYyf>c|P9%ASxUic3<*V0&{M1qAjANk1_XUQ%2xFmj*lsc^uoB-DF>c|u4o*}wcIm*{5@quPO?T!+~Fa#Od(~&Il0tVZQqiQz2{2hPImO z7HtVVdH)$>SMED;k0^EZ2ftvDtWCq9W!Mo{I3Fm;Ag$7mmjdoV$MLzYjV|!tnTIUw zJD6sU5A@c}3E%trT<-DtAno7o;i>xwFU5B&GyIa-Ya0C=^RbNp+6S3NWJeiSrmC)3<&meAMMXMm zG#4a-5*Y_f8EBc7*PBmcOvR8fQ+>f!vP0?g*$T@StuH1csGBooAtB6$q~78jew|PL zw`I~o8^uR$+4|-0BLYAD>Pw{EIpm(!{qKE*4QJK!jgpiORV;+=Z%U}XPia3#6l~OF%s9$P&nci1zwmh!NN6(ZOg_r>DI6n2EJxSl1-ON zOw+EWfQzQS%Fvx=Y~+v2xu~41Q&S(V-%ov1&)}soJPO6;y7l~SkEt{HM47$&rmuDm zS(MQIHb7q(gFY|6-Cla1KJ@LcZZn?GMljE9@p^lO(B+xymhGpteZOl`joRLB;Ox}D z4jE3)T&foLx_WFW@q-+6c?6o#6OX}N< zNH*I)I_?(Yp_?Hw@P=ezV9UMw%TqJ zx?ATT6TH$-SFhd&Z%4G6*EU=I*PGpsj5r^1+&13(Ej?Zpm&P!M7aI44E!$ou(y7_? z*(6RM71vtxofbQHCA8dEF z*y}CFFsw(9d0D=wyhhn-kh4a)?|m49@(@&(tr@|~du9>DTzO}_9^muH#Tb_&vQ zJ09H)m`+oy@_6K2$<@CA>myH`^j_F8sBmVkS1uB*%m}Vo$;_FTp=FyeGoL9@=Uv!+p3 zF?vWa6HR-++zI+43EWr>$%#Y>39Y79BGe%zn(uB53i8sWWb#Gr8nBEUnSH0QOhqq} ze2Mozn>JK8y4!!(&uO|ZP8(jywsAW2Ln_^AurV@aPU5FtO*afJ^r_Jj&+rA5bVp`| zdoeOFypb$>z8`RZ4twXD=2T3HQ6r-hb*E~J;c>fFn(dz}vTxKKkkxqE>=?-2XHT6+ z9O2LC5oSk3lA49B%{EBi^KcTx0D!)>%Ni`O6$H77n;uld!%0tT&aa=8+Z!h z74fH%B?H#FLCK$x4w-_mjkURm_%umoa>LD!75`94{eDO;M)_j^Zjq-Mv3?U* zV8LQuASm@Nd_<7+UEX%!C7#ty-bA20!e95=5n{2)@nmXjY{QPHx6lNWzS@DIofKCi zeKjAi?pf2uTD})2#`po*)CKYVc5?5a2#$Uyd8I8yOWB^k<7b}un@jB-&T#Q;H`T2( zi&+ex1dqnTSsL=}^bUM?W2Lr#eeQNWuL0vJWZT6iLdY~|5dx-+%ruru@nbT9ycF#; zQz^J9j%ecsj2Ijx{^t4~>3kvJ!@WUC`UvwAwH68b$jGC4X?l*Fb;u#<3Nlct#{i|E z96eR!B844zQ9y=fO9yIi>1B zdbGW-ubP|1G?sD7Gegmw5ciL1)dFj@necIJ&9DODa=Typ+H|`xRPNWMDZN zPX@Kft2^16tGP08Iltnv3`7Yx7&Gle&&7wxXf*KF+blfix-&*&>9yJ)$lp&yyx+Pq zU6`LQBd=9ZO+|pj^q4H{2YW4JnoaTfsg`%k0fR=b+O_@g`7)-W;86XN>XaR{g7`mB z0N*0^2oup*l~mplz6l*`+ve-q>y`$Oj_oZgehc44pXn`IQ*z~X-6j-9obs0Al~^jf zHM+?v+GZGH=15M@YF;C9Fm9FV2M=mhHWlUSB+H$Z)My955#?hXy$Uj>J8|x{;>15W2K`E|0xCxVyppS~hl*rn0}LCEJ(}T3hf%sia?^)e8MW z`=v!wB#{_qbW!Bwl*H^h3QahgtXv}oa+e_EEVz|iqr#|MS$;3&0a0qCse}CZkV`Q_ z8wO8mBySrBH9EIL9Vxn_gM4lzxGR+#SP8Q4mf#pB)M?sQ9fHUE&<}stOU@Z|M8@kB-N&)3Y91enF0L z47x3qrKayl%-z&byk>I~Novww5wY`QnGkvVjG8X90Xg^Q%wY@Bayo-@f)>H zyR*3n2Z&-=s!@q}cq`($5tThYhQNq-x*xY5hvzxLheC{F^#bx#tW~9zkj6wpO3~gH zJf*{UtdbTRHN$AEY-O{>qH_De`epE}%@y`30a!fSSfLs`izEEaq2o-2e_ER=Dk6{I z@jts`Gu%!~{bs-g;=d1b_PXeYOGZPTfkLxjr4&(QFBRXPL%zsYMV?V~(Jfgo&4O{| zTiMu)FBhE8Jf3(sKXBp((6N;Wn9dxY1##5Nx(b$>KpCM>B!Qv7)!kb_Ww~w*fP^3tA`OBF zh=kg7%ARr+i-6#!8Np}kDDRp3-&t#B)|%m* z<&y1_``PvEXTN)Qr7PK)t;dqfE6705ArH%xwifdSs|FwD?HUA9oo-!E>zNa;p{m>X z%EwbX+hknxzB72a`h8Y~_G+};oy8groBItlvrU(c9!E4*K2m^(7T>lw#17JdA;AX@7F)eebKMDk}*ON zF;1QHVD`T(B*?!F*A6k`UEEuobs{hzBkDMq9 zL~k9Ky)%3$pt<*%n!n_sn$s5_ql$nRHLNWM-*R4_nLKpuSejKIkdgGis$YCRPtI%B z_mOc>8!nQcZH$oL9ZSPixsVm-EqV1D!8G=f7$33v7vvU_A6RIJ);6*q&C*Bv`mcAG zF%vXT+_IV&q?q~~$vRBu8iX!hdGVxWPdB_SrFeVbwp?y@iqgBdFbpIcB{Vbym%30u zB~XgpFkCwB^2Kt2!X|H`%Y=Nq3-vk|lk5oRUSF@(wb#=Y^7t_rL$$fRes=OXx@F&T zYHx#V{5eT@HT2MGr049n+WoGRwV1jk)mu}oTq?I5O16k}*=20J+Ow42-ASB* zD5){29h&XlVhztwsij%yuHPfHXuYkDD*-Fy!FGk7>CVwo4JRUBRS>=F)rgKZ4PednvKDl^ zI_w9m*HUZ~rAEbHdOVGTZHUA+;ZhTdc=%?g=+VM9k@6dP%1@LLH`D|)Lib?-Dv=fX zPXMiL`|;XrWOKPycX`t#`J2^42pjw>_^IF9sIo|@vCA4CMc*&UKs#W_afms?98A+c z&fo{JU&fBRLay2Oxb<%9CxW<d(MOTsy|8jAQ{p-UqAc>v}pxA#^9L9jy&3 zBiB9+UXNowZ1mi(bsegi`tqf??1Mprzfgje+mFd_>zRTnQ>AW}%2tCn1cth){k}}f zTaT_)zP0b7V~l-`T$-P2NOT>tE+L$=tLOnG&_TE;W;{-)pr+|R~GWJc`ece^9>6v!B9viR18K~Ackx`O;=Z7bu-G;8NEj1V9w7CxFdAL+uRJir0z#r6e1E0J{rCyWG zw0G+U+I^+++WNsRDJ&s-0l|HRn~X465_(H2qCSkAhMZlf*!J3`A!7JJ25uGH>Gm@L z#Cy$WvR88lr|F3BuhM1Sk$Xl-x>0hc{2IPyyU2|a zAfHgJT9%gelA3W=uuyV_qlX1%pk<3+`aqxRT z4EeLrFDRY!-yuxE6FU&n^#6w}@4rHG{s=4ht)%ha3GV;3;lB|8#Blwph5Y})7%m_T z>aWP3|1LfY`ZKEN?``7cy;gSEhC5QiC;+bH-g&qB>i~hgIGXWtbpi<{R zD*L}^{XYecK>7YGbspXglsYGDUKjLxxtikBlRn89G;lLG^5dBakR=|6RZI(yX(y~A z*?s?gc;5&l+1Lw>2B2RejHV7=_Tq>udeWqxbA~R7of>Yi@K-c`^dEis~q>RV9idm?GD zF=r*w@O|M`)3h=?0#(9RcV?B?nC7swBs6wAE!8nE6iRu$-#$V+XK0sz@^R!pRFL>b z$%4=G|6DB5uQCqjVu^lLX!tE~6ZJFD@qgsqzhjA@P&DL!NfZyn5}|&NC0ccLbyFEE z+t6}Nh8fex?LT_e7S<6bLy8w+Bg(>j0m63$iu=*<)s|@O5{xRs zhi5ZH;o6l-ZYM~L_ZS#oL&Iq)zfY)=U^2*KPFLwB_O2a}j9_}DX?P9?HR)PfCoy68 zP8ltn1e3&c3<_QcF&LXMG~IRB7H;Ae zlq!q+$;w@wgPw$|Vf?ReqdQH!-qXh)2gK`@$Fq9k(C3Y9ALV{YTRBV6CMZu*#;sTs z8G4MR_*NQYZtv@9J@&@b9CnzW)vj>z8C~?1glJY=qI-C~B#-gwgufrK6RCPJ1Ua51 zjtCOsQ5?w7P8TWvxKuCu)iv(%8?XCsm$2)@doG~8o(XkaX29B?av*8GLqaZgNyg7C z_Hqfs1v>_;YdtuqhFiV#FIk;$W@Tilz!)y^IfX2bW&&zsBVs5_?#WtCkF2+TC{m5#I=#wHb|)apOXG5= zMtHTnI1Sx&13TNZi-Jx#7i>u3U+>}-dMw<5F`TH@bV{&bncK3Z`u|htXUv{qFyKj2&VdZxUIvn*>+N%)k{JSv|0|)EL zO+v}x^0eIpCvP{qn|cm1deibGtXXJ&zvtw^ zi4dtL@zc8C^%H~Q?<2&U7gGe~$2oKhcB)0^yvx1wG5N2Ea0gtpXu7j)7u8L&J@fga zF|o34Lf_l4<0zq^)Sjeg``4LWFW?LevbalVA z%3+9MrEKM9#B5DU&D~K~xAnG~TTh=9#FCwS>7wiYC}1a8s3BfEBTei}iC?7n6zYJ=shvepfOfS2D+Y974ScNyg$f zKE}>AKKIr>bKnK(itDDs&<%EmHa@J_{j|E?I}(hyX%X->=dZXOb(jU2Pvp~8w@S<8 zc1!)Y1i7|@g@!M*xKef$Y<3X8*dGbD3>EB?$d5%jD#81u_!Auab|a@qB;KAmowm7T zlziOvyLl(0Dsk69Zo@*i`bDb)84K=QlQw5TfByQjQOqV1SR)EhnU;i_Ze5oMmb1 zhh8NMD`vbHXo$c$-IB;&@yNHfgWM>+@|V-NZ{2y_*jS;*Uty38son$z(cnRfA~bBg;E%^7_8? zq_^hw_4lM}K#vo75p=6B9H(ZDy#nzM(md+4R`+sLLqsDT-i);|T-{|Io4jNN1Wf2ah_5b-VNos4Lj(2e^p zRa`r@mra7^nF)MM2+mxCGn+%%L5xClnPwFbbS5F}BvuFe&GYfqDT4Gjr(*<%VOWI6&mP>v7zq8$8yFy`+qh^wCLL}ifSSu;3 z@2!zoYoVoor;KML<2i}qrE+$iq=F0y@k6Gd5tdudB;p~2VioMRcU7X@f|cYHK2x#x zGRgV3S>PvURr7VSUYvFL@@KhWpjEamL#i4 zv(2-U=J#Aa`r-6bL|Dg<;i%q{7FT|YcT2kHS>WaU=chO=$7|OL>l=}tQdI>)wz3hT zH)a}rgtaDzpT-#Mavav0N}Vmq_Yn|eQ*q$bnhpjfKgr9hL(8weWmlZB;}R}f=TIo@ z+#ii=hlDdrM3^7qYp61+;t!#mY2H7peWwaly5|`bX!oRtO}u%}ncAb{H?MY7O*Z*pSvS1O9?LX@d1zWMt0-y{LEG^vS@-eS~^6&te}$X&~Cff9vDeOyE~_c_pd&d7`Q;erL{_xtU(7)7Zpn&`9}R z3tLwTzTAh*E9P2skFCC!upMSjX50Cy>c#b|j8Es}B}~B~?2@U^ioV(A)HO8^&&m}l z9_WZC#oeop_9)vYevC1oN7X zYCK8N>4vNAv0EL9*=GLlO*NDo%CoOlpjKpW>tiau*MaaAHGVgXQ!@9jG|A7h`Jm-D zt2UU$meFoMzhe+#UBt7Z&2q~&D=;tg-Mv9uC7SH6i1K(lP4n1dd;;=~p{@@j4?nB; zc4rOzAg z-rnDBhZ4*iMNpGX?d%EbiS<8E!yBy_vStL zIJ2RG>xVPA*zQ)gqVbM$JT5Kw63?L*0>Pft=D5)xWXC9LvzFIh#>2dYUT8UdTC&eBW<&LI@-a(zP zeTcuQ4UrD^%laD|L~hTNf9QX>=GlV3$=q&VrXzi7&#o)A-|G%3-jMol#& z_mG=e^}Qy`AgIWhV_&^7#$zAhK)g&pbgCvI?pbkmdKWVLA`&PcEb&>AhW&<7ddOeD z{FsW=+7);)F~XPYM|}GtU$Ly1^KE(}7y2Zf`b_~U8-~MEHQMMHZS0}j58c8i)wSk1 z2=G`Y?3TImGl~j=%HI{)JuNt$ZX3Gh)#J_DcD1oqaHCZXUoc?9zzJ0wdRO#rSbPlY z`%s?Z7-zrB#2$+c5w3d}qIeh_)7WpqSeDr_x-r*uFc{te;qIH_-o;*5w(6FCOk?li z+(Uc#YqzdrkcId_if@P&beAf}-;7PuZ@}p?p}vr{Bj)mUDhSiOKBKtaz&P8_rq%+Q z!i+6#`sAIZ==~%fZ84>5a$7TY*6Ts;_FosYXC^)09d{K`a1jM&muTdf(#I1`BeZ)gHZ`6H zYH?l;fLwLNi^b8L)Rzp9s-wVK49poA>#Kf!-%MIrwKIJ;N)_+Yrf)9=HJf9`zjBb{ zvo9LaR)~~3TS_mEnOi$CKlNN3<`F*Le1)1CbF`;BG@3t}&*Pxtj;(t%7~+?smftby zd2p{P|8xdcfe_KyzH)^Z%f{J_XQ2U)(b*o~7=GnWkI8e&aGOt$GV0&j^cE_%)56)= zTPu05-NKH-)c){@gZKiL%xt}Qg+g$iV2b`yiEBIWZEP%YoQt6CE4H)uf$e-QG znPH#1fRD_Q;m9Yv@cE|d<-uyT$9gOu514p>&yR8KO+-ZP%5^HF`L#fHSNO#rXA?;w-VmLhPfLq z;^y~-m8_qz!wRXysE-dlKV9AvqIMP9i)nb~L^Sj@btI-Jt?pC4UUlWM_lR2U{xo*c z%K}N)o%wy?RKxIU`&!R&_hE;kx>D?oYi>N$)3=-ndoih%oh;1{aOl_PH!0~m15h#-5&Xa2h$B438QjvNbr>2#C)Q+6>_i_Z8p>k8!kEcvc0Bz z>2mz38&7(Qd{;mzJo8Oa=2$qsqfC*ul5!$tO|J@iGF znaH3RBmB3T$wh>#^A|o)0@wy-D#MBL)TvZEPh51sVk*83TMvs|U4i zhd~q^TJZ^|o$cD1iE)GLdbJbr6ByV_F9+4W^i7Pt&bru4<-GdV=qjc=+`9CV=E6v# zsnLS?TFDK*I0C7QB0AgE&6%{WP9j>})w!~I5?dq&#*0bc(|CB^^FE_*6BOa|NQqdl zVF>j&5jtxAuzNq*O*b?n&=waDx2t~BEr`7d_}UyVD@9^YlPOsTpJ3iA9Tyr=jHYSH zB8i1-XgwxoIDNPQ%lx+BQCchgnr1IezNyQWht8x*p=CcQdCQi=J@W9f;`hY-HA`eH z+e>I{sa9g(Qr09Rwbn&pObPbgltdh}q;Bc&CnT~( z6^42(@%cjjLrN1~%eDKHBWb`bEbV&I^%Jl4Yt>loYWcLU^wTOGS>dgRavV4}GN_gN z*ynQj zu70smSDlPxGVQG)NOnJN$n$=&2a7O{lzzLKAn@ggOM3w<^}XrK#J-Z-TQm0BRB;9Ykol zXxRB0ttEr9A#0aCtK`i@#7>T#fJVx!vD4VResfr97mI$OJou*CbIP4lNpR?aTrd zX)$+}K7>V87L7{jFc#Hw{NnrS^+a)>_00=dgX#QOO-4Tc_$={DHn>3?g&}KJREv`Z5Y`Uh?l`yzcsA9VI zwCT*!ZiRzE;o1*^ikBjorePOLW>4srS_hOPIv>HcEC-M-A)WDNP%JTghUY1T550F3 zs9(pt_*A-OAH7N#A>a9#bVxFYiml{gmc&LB?{WxtK0^%Y{fVuO6m9uy)ef1hFM)7R z)r_@wDjr8Sl&LJW&`(ac2KPHH@4Fu!i+n7@Zr7r3xYs?78oX#_lISWwnWiT`^rhtH zp3Zun`GD%{8Ht>$l#HA&$#gLu$0+CY^L5Hum#Yy}Fe_@>XU~$+-I5AL)Z4p5Gq#h=LY1b>OY@VJXkVW&(X9y_71>Ix$1QiCxR&#-OmS? zgnx>CEJL+|8`?mMPm7V|Kje4qDy%^TQA77RV3frcLLb1?r%uV1!{GfDey7nQlm;71 zc>5&$`}GbdUamYx+1aJ9A&pO>R4*S3(CmC5=wGy>ReS0XojH-ms7xu2EPOv_u>Bqn zMdqeJINYYL@XD~W#}UZ&EfzspnBa54iktWlFl%Q{^J;bl6r(70j^u7ZgS! z@!i-6*V+eM+YBvC=SIf*UfV?1H-!>6^%}{vL@mI=eP0bu%Mz$O)T|E~@Xfl)xXEcC z>XTq_QTqCBjpGzIBtfM#|Mg){a9Kr7p~oQE;@#F6;*pX)O80BygGIA0H~ab#KcbHU zi=3&Ng{xQFGC!6y*KQtM)39YKHt<*zsysU8J~`OlHyz5}B~G(E9&^n%GIFthr3d$h9h>gCXni8C@d33ryiW_`>beye21Cd1X1%Tcf9IhB< z?|#6a;(JIW@Zp_A{VtLG-3pPg%CiOj@fnAfrUc?Nr}Uxd`>ts-dG5By4ZTdQ3N`-M8&8X*)5H{XbeAien1?qs8e3)p?|Z`Cj9DJ!fx=5^^LE}@`(bSviv{D z>h(*aTSp^}SSJxKNi(nzp(F{UfwSv%B7wQk#>bw-ei(m0P>c_&_}$G zT$j?5^3kglWn$1|F5Z#8BrkoC?;GUXpKfJZwG;bElX;eUOFFQcO~1mIfSL0Z?>*75 z4WO0O!HrAAS-O^_(UNw|24RIO(w9WSY^r>R?^7G>^sAiEEjl{P%ct|)485}@JzMRY zEcssfDDE!lgfw%hWa?c!Nwyxv!;}rS;PwoTdOGVMSsNeak66u*y7mrtaK%!xvkchl zNfREu(a?Mj>n}yJ-tN>=XNC?lhTwnf$sMh9TbM!faz=5fla0*2YdtC8obJK%zU!;I z7ITTT*ge#|d1CF^S^}}iTH(4p#lnuIwA!Sx*+|t&KG(bDWJTBHs}3;D8b`O)mE;u~ zw-98h6?`JR&fx6xTm{#Cm%OpVrKE-$vCY}p$3C?Auk1`KRn7YnLL?G}b(8s|f@yF$ zlJVcUvAs5f&~#eWaHm9leS{USb|!M;vn%@xZfz260%sVF^u1SGtYRw$%s1z*1@V^e zs{-1jX+mb#@_x|@QY@RYR5LEjsEvs}-hjwYnbXZ>E6hLL+kdt0@+#w%PYMo#62}ZXA9p#9wE;+gHY=9)?}fbar4i+tDpIJ$p~siKt{P z@N{NxRUoIry)o%RvX4_$+pBXP^Ke=CpBd>!#8&cSGu{_ZgkA{AfYspHG~dz8XmP$+9mzE z%Y3cC`U$5wMCUqflR3Y&{nL!HuAlNY*pm89oeW*iRKsG$mr52>2ixcb9OQeYz4Q&- zhBw3J7aAT{@HtuHmzi)flb37kJie1gZ~Za7Jc`&(kIr^dijet}+zo4rkmZpWhi~Ec zbjnYKt<1V#Kl!%k@hw1}FzF42JBNo|%PtEG=5-OVsqbd`@Qzn4_*Z-NeFNb7Eb2<%ta9NBOXzuz_U0Z=$;5OSMyUc?0 zW9pynaha0xNF4ih`{`fuFn!4JdxS-Ac9)JJR#DVd|-~_YH$0%D$*qw}GtadbHIA+xeD7&KUw_LOD0BCZ^AN z6f2Z7z8)r@Jp3-hGD&rCt0Jib1OMBcMI&~=hUiELeeS2xmDuc0a)Q2@VfXmD^`0>t zj*dT6;kwse?E`tHJ=3hdUQ2r$wgQ7HofVuG5U>a66kq3;_#I_6^@mJ_>3nN5`#tGJ{D2gD!6IlZ=#uyOc3$@<*4#v9j*>}^Sh^B zx47{KS7IV_p1uecMbjBNGoO|7kz z^{woL4@EcA`-7?5auo;!AiMppJfk{Sdz6a|9=nLmDx_Y=egg+RFZAaGtJ z5L#ewWU0mgfxx+;2oxFu!{-sxw~;h5H8ug-A<-xxeGwW8jP|eb?^qdI7%_1Ddin=q zoJ2*fofx#akVrT;FA|Di;DYhOxPcTqK->@nhUDc&!+_*RKNI1=xgkhi2oeZ1_!$}n z1d72@BxpqF>nhBSX}G#>rpd6Jq!8{+$0OhJoM(;5QZPd-w0k z>f12z+V7g*WZ4nWI&tH;(1f`U9sM#iRg_O{LpY|kSKVPyFe!9Wfbd>(ZM?VtI95WKn!Fa{tE&|g7943K}0G6GTt0lA-k z58MHgJ;8Z@%a{ZQQcC?j%un?Fom=Ryd`1j^r6dCW{qICkyuZQ!hW?p#N&BzifaoF! z(BZf7QLx|V{;T0{E&k4}^eZ#gzY`-d{I#-wWm@`uga2h@(!cU3{kFP)3RMCY_*a<9 ze+pHC{h8uM_m!;GGu|tH`@()PolM0LbSbH5_VX}}oqKQjFp4gky`yeN2T#-%2QVv9 zF}TmyY|=i~=)Wdlj%AeWp(u2L|7wm8Dnec+jXnAd?HHR*)KGueiq%e_GM~k%5NGZF5Sw(I{W9vlRLnQVv71Pn+f{d~ zKE04GGHSBlyxyYwo>)P*`XX&#V|q%{6B>g3MBCut{DTwBXs5h&uzdSJi5mQiFMl#5 z@9)uq|Cyh~tqiRn{bawtxRy)u-_q@oJ|JHJ9=8Jm`F_chbD5HUQOO@d=eM+U|Bh}# z@%|K-|A~m;NZvn!o8~lJoydlxek8{Awj-lwD@b^6$TPQdT%sk2h#he%%-qpuq6wmKRO!oERRwh{XmtGoXz7TOwtYUl^X~Ae2k2J+M?b~aQ z=1eCrMSW7*fANVU!STna$lmc@NUiJoVPcEW{%gB?#dk39A(u&t@@vPAs=k~m;k^;U zFc4e*dPzSgmbm9SCLyuqXnHPf^=i9U5!MyQT&dg#PoJKc3MjbI@d}mkC&|>maKp&N z98oK%F&r#<%3A47o;c%2o^`0t>KG zFZ6_(xA=c;l8@rL=$n8kSjp|-Dq7jed%gZ5M&$0M!woaV66~-_%p(s2&JUM-)iL6m z<^n@+1P;W!z2W67!mx_V&`5~sd<91HeA;+D?ZM8s$JC7V{#p}+&ryM=VYjcOD6@3B zdt4xSs1^CZzr4Cd*rvwQ_)F~CrqohDNy^rCVDV7*WvzrRG32t(I?pwS?ZaL90Vfd~ zciu$QW2=jcy+-#VZWuQ|$VA>2MHSFm@C!eWqHZwDZQu_vg7TBL zY#1?b&qsB83J9~VaF ziM`AQ!}R&q+1jwCX%8|d;(0H=oE^gII54o{ zG7y%qGrvS{@}Ue9Hq(_CI{kD`BDYt-_Qux{Uj+3>mmS6zyONDB)k5^S{5K)GH{v2V zvRZUHKI*{T(rawnp4qm2G+>7KlH|4&=I7ND&v_QsnjFWJjTK4M3F+9fO7Ifme5`y- zhwsnpe_^d&Lf4!;;Z6NB#({;*tdD{NcN$1T^a*o{C~qkA_(Lr2ieBegM^iah&hohC z1o(W>A-`5xMvNbAAmqzO%uLJ-(tUz9Ob%?5XPUV$%9(75vqgTCHO&BO| zx?>&pqdt=U_{vshUfi~(ar0`QTBMZ7ccI8bITu>wH);=gtOpsNoAk{v6>l__vY{$o z`IEMm#=={}7F{lwFgDs>!_s+iFN@@R775m1THHLN%=T@SVBWzL&183#XM~TkF?;nG zW$59`h(?vfZ<8i0RE@KrH*cvf9;xzu34Sb`mLS70u=EY{RjC!fuq=;Egk^j)cbKDh zbN9M%-H+;nwNcy;dn>gijng#QLNKStD;>2k)^2K#?P#VSM|qDA)ibl_P;!WN)&xD` zAH|x4-*zj9{f6%o4s&;9@-d8p|=n(t5}$?X9@M#KAggA zbMY$0_A_D>OmcENd9pe1&GzPWvYXsNmBKR%cS#RPCz}fGvlVQsQGQ1G z5Lt_a*jV0)x_+*wt4zyseU9_mVnaYNNs_a9`W!(gVy**~1?9$QtBUFm<6PEDj_qw$ z6*>_N_k2EGNR;l8C#$=Umv$+L#pITqS``O?E_ivZ*n{iYF~&;b@1Y7LNSsfA+p=}j zs)CL-H|Ap1tdy>cT4!`W{Qvc3KMhnwQCTZR~mgo1jYBBT@Dr$M|Q3kwicH)@taIOj>;X< zGLLcS;MW&2?bMLv0zP$vsXZYaz`4qE16#Itt?f*>pu+BRo*UOUT zI^I8HtacNB^lIU3L8!_x#lev^XFa%ZWW|J)b}g7Ul&ATasRQX+Oqka@n=zZw`Gro= zmMpnGGkthjmgU29wEcbYfQUBP1SF&Rs~wh^xwPQ~X6wG-^!!*EmJiVVsN*Zw8!GxM z7Go*}jOEg3^Xweij6TsEdGfrs z1|QwhGEru5Caw1w3L8|fOt>NmaDr7dR3d@W-NmXyspT9lp=3rpa0PX2B8%J7?lr?N zZi^FKzi3TEO-IdUmYcOZ7M!IcBDNQ&Zk%O{>d@;ECEA`ei|U=#y6b&ZtmJxM^Uc{< zpQvJatM~Ht=(5-ksSU~>2lwC=HrhIp6>LDT)eCM)Y~C_3$5)w;$Z_XG7|U& z%DHCv-lOca;(4o|L(#qI>?NUU%OSQMURtWq5)Lz-A_}HD6_v_Vi6YLFKHSm^)mbK{ zrk9*}RGaDXI&y9#ya~`Xfb&toM-m;CAKrOW`+SFNsU?i%!J)^NV%Fj)Gwyj4}5lPU2X~_c?g|;8EBwNI%-y=H}#w^wYTH$ z6OUKorlg?gE+^N{9$+HxSP9Z1u#ot`aqDWkLVPHkHd|QdT8c8ai9XZlB(^8t0$HG-$v=(wZVOp!ce;Tjn&Zij|TJYUBegR-jyHA!=V zgYIhX9McUcsjHV(4?NCW45HMK)?W(rkkPtn8UE?ky9cC%O7EB@ZJ1B0S$45UZ|JDT zw_ltNRhi3o>`b|R>hrjA&o=5a_BNHyGCX=rnmK&9t*f1R$8&#DQ^oY!(wAzrE4a|^ z>pvEQGu5d%aX-T{rYfv-e>As!8rmuDUbW}0)!#o2t#E(&I6RIs-A%iu#%cBRdiCab z|5u*6BMTRKm#LDIbTSMfGbcq)T6Y<3hIpAU=8~p|QBs%O6-6uj-~<<;{Y8J)8I4^yzrGE@DD0#=Sc1~68 zy(DTjuPfZ0DM+94NPil7hdO;!K0PCuOh8z8p5yG^VMJj6(*n=Ai~T}6h1TD9yeEiU z6tw)^B2(oOOi`5e&$pn#WgKQjfj4y(i#QeKifqRU858u^DfGx5JyWj3k;6HW;y9_v zmL$&b440G7ln)nW(##S(U7D;gwi%`*_2XOoAyX$K41MKYy%@3hv~KtAk+)d4n0B#& zGn{m7eR*|pP0O)AG!ezQszHihUQxz9q(zB9>DCo)R+>}6J92Uom-n5sC-cn*Ze{8y z8dPW!7|(v!>|jZ|LyF@guTM?@?R`5U_5_jDEN~)xQv))#wvRKY5W@b%&(A={Hs{(k z{`BTJQsr2IuE+xln-J3{etAb>8PS6S+@`N&O-0G3L{&$M9982|=Y&X9^{d7Pvl_qj z4x<*$+wx#A;J5z8eRdZWL9LsuqS_M54H{Kb_aY9REzQOylcoaNs!xz*TvO}V+gXA4 zw>X*H8J&CxSaD*FH!R~8@S6iPpUN|jtl99Vc}yv(WtA^8l`e9}6@|vx$9%p@&%dV3 z;(kwAAk#vFW}A{Q=i_F=4VjR8r?rvPGH=(69C>mS$2B_>tyK@)8%XAr$Dehy*EsGy z7|Yz=ivC2%osga0^-NL5{rk?Kq+kHGZu$1KG)pODDHP4eCu+tPE#;?jGcxGySLL|P zsB8me

;{cXxR+cQAJQIKd~)>LD0pKsLZ=LJ_|5sjBOL~A4(BK_h)WTgLx zM<=PXubgEZj@%R7!^tCbqyq-0uVzeA8Gqx5Bdv>~k|--`+^3U6s6JA^YMxe^-*|Vp zZw7%6dmk6Bt!rA(j6&TXwa?h7S=o7UqlvkqM$%Lzs#$A|H4E49Lw9s9KC)J6^H?JQ zHI8>ml2OKSC!@)ZfbIb7w)b>!w(@bH3WC`V)2L_H{!W$2~m*C#YuY@_Xn9i@+{D z0|8;?2QG@a=^bXqdO-r}c9$D23@hP&X&iHK3^?PSrqUv6Qfj z8+iMXy^Nx7A&D#v${BMs@RG;9_`WnghOf}}J#XTY8S6!zioG6( z8QSWYEDz4GUrjDGd6Ci&R#GgOiYY!F`@uT$lus1w@PeU!%hCS7IrM+|^Fa=M zQEQ7w|90mC&Zz$@-h3328-jwMQHcM>nGg8ge)`M)$CVF911|$G7=jP*Aj_z~|$GLIGbs@Es|TwH^XH=ga?GOP27gOH{x<^t!I%FlbNTPSzyE}ezdVNj zZ+r5A7Y!u(H(xjKT`b@r|I2&+(^dYrd-|u}9rEwjkKbxU0Pvsxq0xN*dJg%$-T!3z z2c8RlN8)eagZ?LPBouZ2>svEl-Yd=P&Ov-@^wD>FCn@i0kT;0^P^cn)(`JH=@TVrO zb%z*o?S$1^Z@KHSkUbbMvMjxLw#G90Cg1_>oJ|rXD+xbcslFnilysf)$lQolb8w}_ z(C9af1P=pE+ z>_310g7NY~`GA+jKVV2S5(P~82MmQo0EH?3gz-UOFo3ClZwKK8UipA6`~d@ih;!pX zAV3+6bM1gWKs|~-`vNfVyu7?92=J2g`y9aE`G6uP=U~7r=i32%0NNV_j{Nyv_{Vq< zI2v_+Ef56cXXTkc+aZ1l@^df*8hEEX2ScIHuMc?e1Ww{yJ0u`FK`=N3+ztsjhg0D7 z6b-xuo*NIvi#QL1qIu7s5ibIGtvEj~0uBs$ZagUZ*PF>7djmf7{+R~i9E=yVU!X7V zd7MJgP}q6gL-}Bkb9BWEMZ>{oi3S!8nim1oOF6$5)IW@e2BbBp9f%j8Xuh9{`p>=b zL4cGF=V1V$f?!Y(jYIhmpfiW^!2!Mb=Xk&~IUI}^1W=&n&vsBgfT=++8fWQLH3jy;M3<3qO1p)!dHJ}|xz5rAY z-Y*0O-UkHn4|AYEXAXlPLG%KH@PX(L20?@A56TM%og0J?38DiiP%`HHc|ai`K8HbJ zAfACip@{P|4uisfzRCXl`AbIuefdDRhay4x4F&~-@%g?0BZ1BwiU!lcPoa3eFTkuI z7=jllgmrFx00Ke#fB|;!`F3zXVV;Kp8wQVu0Ld#r)AE9F00TOM#zO$*q0X-l1qb5= z`7;C0&!4~X3`2u-JPe4>0pSn!4>Sbl1rphu8xM}+1FZ!Pg@a*mFulORwg3>Jga+Xc zxPO3Q2(Zk71J@nU`uM>70S6o-=i4EmKpn4hdjrf85HBDAW(BoFfaN3t4$=!Sz<2}E z0RjO5(G>#y5A*)R`6B+|e31~4J_qh`$bXmvOwUMO@S2e*kdA^O5n$Pggz$m*2nhr8 z77_~PeIy*LD}b$m&K!y01Hk~>2RtvJ(9fR{5)HDYU`RgjT2N>pg6$j~px|KoL;Zui zM*%_y)EB7b27>*nZuoPOzxfh{{q#4Sp99!12nIwcf?#MM57)WA zK)@r22LV$6bVh)P0Kxd6U>fIxLcnt%|DoMK?2QkG0^yktY}>*B_66}T;D-U>3NUj( zIN(E}&hHn{G9Vof2QFOTeei+g8gN|z=@~ene$Ue>oEOLqbq@DHJCJ<^M4tk+EB`zr zK+S;m0cZvAS|BixT>@wspy1;9@lYU|1lob|0;qHFTKK?gfq-pbIAH6YKMyzr00Q3vl2f3OZlF>2Y3`0PVoE0bD>p zI0aJHo#z=iV2YmCGjPBg3hE03qHxdS9tN}o!4P~P+JJ%WKfq%684Ud=9l+2q@Ohv> zHZ>fueL#2tP!FOFfcZgd0SE!y7p$Y;08&9~0aPOhFF;r%XdiF{5Y~KdZwSD6JP!kG zGZ1Y6?r0EB;e2480c zC@{|;z_utH=nBFqf)C6yNFcoa{2WL?c%Fv=;sCThz@!G95fTRGH^9~djRypdgK&UE zfcXuu9l`VRf$lhPB;X)Azh=NT1JMTH;sN0l#ft>(0}Tj-^W&ia0tCT+eSGjIzX3KE z2&X6{SQZ2J8VCn~ss+yr*3)nl8Z5`rz%tIS5AeBx@Q3CF(-j&GmP2R+7^i?c40M)& ze+|TMXcQj^2f(p`*8;v*zyVhpXgod`=>7rcgM#S_@VSBe0+;slcmYHK9m{*{EK#(9?9s#(tK<5iVfn*M#wLo_q1YqZ!=X1bS z0J5JEfXNCvU%>VOtq-t~!0iBo<2?QV8|gfq0xAl89)S1*w*v$@Xgsj(h=2h`;rVue z-2^&wz-|Jq4{&&b_6E2BKx=`)K=(^vUXX2p0BouA{EGnWArM^wsvA590_5ZQ`HTa? zGaT^BoZl~iX3&0t&*DIML4w~z0Iw8C*CJ71|2V*@AbAC-K@j}`ng=9@00|4CA;2pD z;sq4oK0Ut=6rj7$;}i{io_GG-0Pi12t^u9`knb9}PJ_;kj}PGfb2#PW16K1V40tkx zp0}w180x&71RTxi^Y=>#FK}lEjmL*PZ`(p3yrBE}Pib}j&IG(7g5LcA*dKQ=ds}_r zi$z;};9EdtQx~IOZ?il~*4Fk6zetDy_!RNiw}Qa3e!b+{+3VZd|9Zy-Mglx9_&0Bg I%S+(@A0B_u^8f$< diff --git a/index.md b/index.md index d0e14d6..915103a 100644 --- a/index.md +++ b/index.md @@ -6,8 +6,6 @@ layout: default London, UK • [linkedin.com/in/ctr26](https://linkedin.com/in/ctr26) • [github.com/ctr26](https://github.com/ctr26) • [Google Scholar](https://scholar.google.com/citations?user=XVt7BYQAAAAJ&hl=en) Generative and agentic models for biology • LLM post-training • out-of-distribution modelling • virtual cells • open to relocating to San Francisco -[Download as PDF](cv.pdf) - ## Summary I build generative models that generalise to unseen biology, with the aim of building the first virtual cell. I have spent eight years applying machine learning to biological data, from light-sheet microscopy and terabyte-scale image archives to single-cell transcriptomics and knowledge graphs, and published in *Nature Biotechnology*, *NeurIPS*, and *Nature Methods*. I write the research code and the infrastructure under it, from tools other labs use to agents grounded in real biological databases and training and inference on cloud and HPC. From d78e0757b2f1732d55e2fe1c7bfd17cd5ae80951 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 24 Sep 2026 18:24:00 +0000 Subject: [PATCH 09/10] [cv] Drop Open Source section bioimage_embed stays linked in the EMBL-EBI experience bullet. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- index.md | 3 --- 1 file changed, 3 deletions(-) diff --git a/index.md b/index.md index 915103a..70e7c1d 100644 --- a/index.md +++ b/index.md @@ -82,9 +82,6 @@ The full list is on [Google Scholar](https://scholar.google.com/citations?user=X - **Virtual Cell Foundation Model**, patent pending, 2024 (Recursion) - **TxPert, transcriptomic perturbation prediction**, patent pending, 2024 (Recursion) -## Open Source -Author of [bioimage_embed](https://github.com/uhlmanngroup/bioimage_embed); contributor to napari, BioImage Model Zoo, Hypha Platform, DL4MicEverywhere, BIA Binder, and COVID Workflow Manager. - ## Skills **ML and AI.** Diffusion transformers, generative modelling, fine-tuning and post-training foundation models, reinforcement learning, agents and tool use, constrained decoding and retrieval grounding, active learning, contrastive and self-supervised learning, OOD and uncertainty, evaluation and benchmark design From ce324456974dabe8510a94c4a943cbfd2f273d20 Mon Sep 17 00:00:00 2001 From: Claude Date: Thu, 24 Sep 2026 18:28:17 +0000 Subject: [PATCH 10/10] [build] make clean removes cv.pdf; make pdf checks for pandoc Addresses Copilot review: clean now removes the generated cv.pdf and cv-print.html, pdf fails early with a clear message when pandoc is missing, and the prerequisites are documented above the target. Co-Authored-By: Claude Opus 5.5 Claude-Session: https://claude.ai/code/session_01JFVYogXC9MgS2EuFBvrZog --- .gitignore | 1 + Makefile | 4 +++- 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 9aeb3c3..d4ad1df 100644 --- a/.gitignore +++ b/.gitignore @@ -13,3 +13,4 @@ _site/ # Vendored Vale linter styles (fetched via `vale sync`) .vale-styles/ cv.pdf +cv-print.html diff --git a/Makefile b/Makefile index 9fb673b..fe9b3bd 100644 --- a/Makefile +++ b/Makefile @@ -21,7 +21,9 @@ server: serve build: $(BUNDLE) exec jekyll build +# Needs pandoc and Chrome/Chromium on PATH (override with CHROME=/path/to/chrome) pdf: + @command -v pandoc >/dev/null || { echo "make pdf needs pandoc: https://pandoc.org/installing.html"; exit 1; } LC_ALL=C.UTF-8 pandoc index.md -f commonmark_x -s -o cv-print.html --css cv-print.css \ -M title="Craig T. Russell, PhD" \ -M subtitle="$$(sed -n 's/^title: //p' index.md)" @@ -30,7 +32,7 @@ pdf: rm -f cv-print.html clean: - rm -rf _site .jekyll-cache .jekyll-metadata + rm -rf _site .jekyll-cache .jekyll-metadata cv.pdf cv-print.html install: gem install jekyll bundler