From d5e65aedac23d6849c805a0e88dd06f2a285eb18 Mon Sep 17 00:00:00 2001 From: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Date: Tue, 5 Nov 2024 08:51:21 +0100 Subject: [PATCH 01/31] docs: add artifacts-path param to CLI (#233) Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> --- docs/usage.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/docs/usage.md b/docs/usage.md index 06d2c3c1..f58a72dd 100644 --- a/docs/usage.md +++ b/docs/usage.md @@ -55,6 +55,9 @@ $ docling --help │ --table-mode [fast|accurate] The mode to use in the table structure │ │ model. │ │ [default: fast] │ +│ --artifacts-path PATH If provided, the location of the model │ +│ artifacts. │ +│ [default: None] │ │ --abort-on-error --no-abort-on-error If enabled, the bitmap content will be │ │ processed using OCR. │ │ [default: no-abort-on-error] │ @@ -64,6 +67,7 @@ $ docling --help │ --version Show version information. │ │ --help Show this message and exit. │ ╰───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ + ``` From 5ce02c5c598a2efa615ad15f0ead8d752d3ad2ea Mon Sep 17 00:00:00 2001 From: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Date: Tue, 5 Nov 2024 08:53:02 +0100 Subject: [PATCH 02/31] docs: add coming-soon section (#235) Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> --- README.md | 13 +++++++------ docs/index.md | 9 +++++++-- 2 files changed, 14 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index c3af0f79..a82208cd 100644 --- a/README.md +++ b/README.md @@ -19,19 +19,22 @@ Docling parses documents and exports them to the desired format with ease and speed. - ## Features * 🗂️ Reads popular document formats (PDF, DOCX, PPTX, Images, HTML, AsciiDoc, Markdown) and exports to Markdown and JSON * 📑 Advanced PDF document understanding including page layout, reading order & table structures * 🧩 Unified, expressive [DoclingDocument](https://ds4sd.github.io/docling/concepts/docling_document/) representation format -* 📝 Metadata extraction, including title, authors, references & language -* 🤖 Seamless LlamaIndex 🦙 & LangChain 🦜🔗 integration for powerful RAG / QA applications +* 🤖 Easy integration with LlamaIndex 🦙 & LangChain 🦜🔗 for powerful RAG / QA applications * 🔍 OCR support for scanned PDFs * 💻 Simple and convenient CLI Explore the [documentation](https://ds4sd.github.io/docling/) to discover plenty examples and unlock the full power of Docling! +### Coming soon + +* ♾️ Equation & code extraction +* 📝 Metadata extraction, including title, authors, references & language +* 🦜🔗 Native LangChain extension ## Installation @@ -57,7 +60,6 @@ result = converter.convert(source) print(result.document.export_to_markdown()) # output: "## Docling Technical Report[...]" ``` - Check out [Getting started](https://ds4sd.github.io/docling/). You will find lots of tuning options to leverage all the advanced capabilities. @@ -66,7 +68,6 @@ You will find lots of tuning options to leverage all the advanced capabilities. Please feel free to connect with us using the [discussion section](https://github.com/DS4SD/docling/discussions). - ## Technical report For more details on Docling's inner workings, check out the [Docling Technical Report](https://arxiv.org/abs/2408.09869). @@ -95,5 +96,5 @@ If you use Docling in your projects, please consider citing the following: ## License -The Docling codebase is under MIT license. +The Docling codebase is under MIT license. For individual model usage, please refer to the model licenses found in the original packages. diff --git a/docs/index.md b/docs/index.md index 68cdd12a..ebef79a0 100644 --- a/docs/index.md +++ b/docs/index.md @@ -22,7 +22,12 @@ Docling parses documents and exports them to the desired format with ease and sp * 🗂️ Reads popular document formats (PDF, DOCX, PPTX, Images, HTML, AsciiDoc, Markdown) and exports to Markdown and JSON * 📑 Advanced PDF document understanding incl. page layout, reading order & table structures * 🧩 Unified, expressive [DoclingDocument](./concepts/docling_document.md) representation format -* 📝 Metadata extraction, including title, authors, references & language -* 🤖 Seamless LlamaIndex 🦙 & LangChain 🦜🔗 integration for powerful RAG / QA applications +* 🤖 Easy integration with LlamaIndex 🦙 & LangChain 🦜🔗 for powerful RAG / QA applications * 🔍 OCR support for scanned PDFs * 💻 Simple and convenient CLI + +### Coming soon + +* ♾️ Equation & code extraction +* 📝 Metadata extraction, including title, authors, references & language +* 🦜🔗 Native LangChain extension From 90836db90accf4a66c9c20544c98452840e3a308 Mon Sep 17 00:00:00 2001 From: Anthony R Date: Tue, 5 Nov 2024 12:48:27 +0100 Subject: [PATCH 03/31] fix: Dockerfile example copy command (#234) Signed-off-by: Anthony R --- Dockerfile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Dockerfile b/Dockerfile index 9bed78f3..c863f1c2 100644 --- a/Dockerfile +++ b/Dockerfile @@ -14,7 +14,7 @@ RUN pip install --no-cache-dir docling --extra-index-url https://download.pytorc ENV HF_HOME=/tmp/ ENV TORCH_HOME=/tmp/ -COPY examples/minimal.py /root/minimal.py +COPY docs/examples/minimal.py /root/minimal.py RUN python -c 'from deepsearch_glm.utils.load_pretrained_models import load_pretrained_nlp_models; load_pretrained_nlp_models(verbose=True);' RUN python -c 'from docling.pipeline.standard_pdf_pipeline import StandardPdfPipeline; StandardPdfPipeline.download_models_hf(force=True);' From a84ec276b0997c4ba9b32e18e911a966124dc3bc Mon Sep 17 00:00:00 2001 From: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Date: Tue, 5 Nov 2024 13:57:06 +0100 Subject: [PATCH 04/31] docs: update badges & credits (#248) Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> --- README.md | 10 ++++++++-- docs/index.md | 6 +++++- 2 files changed, 13 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index a82208cd..ca9ac4d1 100644 --- a/README.md +++ b/README.md @@ -6,6 +6,10 @@ # Docling +

+ DS4SD%2Fdocling | Trendshift +

+ [![arXiv](https://img.shields.io/badge/arXiv-2408.09869-b31b1b.svg)](https://arxiv.org/abs/2408.09869) [![Docs](https://img.shields.io/badge/docs-live-brightgreen)](https://ds4sd.github.io/docling/) [![PyPI version](https://img.shields.io/pypi/v/docling)](https://pypi.org/project/docling/) @@ -63,7 +67,6 @@ print(result.document.export_to_markdown()) # output: "## Docling Technical Rep Check out [Getting started](https://ds4sd.github.io/docling/). You will find lots of tuning options to leverage all the advanced capabilities. - ## Get help and support Please feel free to connect with us using the [discussion section](https://github.com/DS4SD/docling/discussions). @@ -76,7 +79,6 @@ For more details on Docling's inner workings, check out the [Docling Technical R Please read [Contributing to Docling](https://github.com/DS4SD/docling/blob/main/CONTRIBUTING.md) for details. - ## References If you use Docling in your projects, please consider citing the following: @@ -98,3 +100,7 @@ If you use Docling in your projects, please consider citing the following: The Docling codebase is under MIT license. For individual model usage, please refer to the model licenses found in the original packages. + +## IBM ❤️ Open Source AI + +Docling has been brought to you by IBM. diff --git a/docs/index.md b/docs/index.md index ebef79a0..efafc2b0 100644 --- a/docs/index.md +++ b/docs/index.md @@ -2,9 +2,9 @@

Docling + DS4SD%2Fdocling | Trendshift

- [![arXiv](https://img.shields.io/badge/arXiv-2408.09869-b31b1b.svg)](https://arxiv.org/abs/2408.09869) [![PyPI version](https://img.shields.io/pypi/v/docling)](https://pypi.org/project/docling/) ![Python](https://img.shields.io/badge/python-3.10%20%7C%203.11%20%7C%203.12-blue) @@ -31,3 +31,7 @@ Docling parses documents and exports them to the desired format with ease and sp * ♾️ Equation & code extraction * 📝 Metadata extraction, including title, authors, references & language * 🦜🔗 Native LangChain extension + +## IBM ❤️ Open Source AI + +Docling has been brought to you by IBM. From c3098e3c12605ee756f1ab368667d46f6f89f2b8 Mon Sep 17 00:00:00 2001 From: Ikko Eltociear Ashimine Date: Wed, 6 Nov 2024 00:20:04 +0900 Subject: [PATCH 05/31] chore: fix typo (#241) * chore: update pypdfium2_backend.py occured -> occurred Signed-off-by: Ikko Eltociear Ashimine * chore: update docling_parse_backend.py occured -> occurred Signed-off-by: Ikko Eltociear Ashimine * chore: update docling_parse_v2_backend.py occured -> occurred Signed-off-by: Ikko Eltociear Ashimine --------- Signed-off-by: Ikko Eltociear Ashimine --- docling/backend/docling_parse_backend.py | 2 +- docling/backend/docling_parse_v2_backend.py | 2 +- docling/backend/pypdfium2_backend.py | 2 +- 3 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docling/backend/docling_parse_backend.py b/docling/backend/docling_parse_backend.py index 859b1743..dc6d2693 100644 --- a/docling/backend/docling_parse_backend.py +++ b/docling/backend/docling_parse_backend.py @@ -29,7 +29,7 @@ class DoclingParsePageBackend(PdfPageBackend): self._dpage = parsed_page["pages"][0] else: _log.info( - f"An error occured when loading page {page_no} of document {document_hash}." + f"An error occurred when loading page {page_no} of document {document_hash}." ) def is_valid(self) -> bool: diff --git a/docling/backend/docling_parse_v2_backend.py b/docling/backend/docling_parse_v2_backend.py index 28046bf6..b518850e 100644 --- a/docling/backend/docling_parse_v2_backend.py +++ b/docling/backend/docling_parse_v2_backend.py @@ -31,7 +31,7 @@ class DoclingParseV2PageBackend(PdfPageBackend): self._dpage = parsed_page["pages"][0] else: _log.info( - f"An error occured when loading page {page_no} of document {document_hash}." + f"An error occurred when loading page {page_no} of document {document_hash}." ) def is_valid(self) -> bool: diff --git a/docling/backend/pypdfium2_backend.py b/docling/backend/pypdfium2_backend.py index 4ab100a3..d24ba608 100644 --- a/docling/backend/pypdfium2_backend.py +++ b/docling/backend/pypdfium2_backend.py @@ -29,7 +29,7 @@ class PyPdfiumPageBackend(PdfPageBackend): self._ppage: pdfium.PdfPage = pdfium_doc[page_no] except PdfiumError as e: _log.info( - f"An exception occured when loading page {page_no} of document {document_hash}.", + f"An exception occurred when loading page {page_no} of document {document_hash}.", exc_info=True, ) self.valid = False From 6c22cba0a71f2deb90035afa9bbc591b920b28e0 Mon Sep 17 00:00:00 2001 From: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Date: Tue, 5 Nov 2024 23:18:20 +0100 Subject: [PATCH 06/31] chore: add issue templates (#251) Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> --- .github/ISSUE_TEMPLATE/bug_report.md | 26 +++++++++++++++++++++++ .github/ISSUE_TEMPLATE/config.yml | 1 + .github/ISSUE_TEMPLATE/feature_request.md | 18 ++++++++++++++++ .github/ISSUE_TEMPLATE/question.md | 14 ++++++++++++ 4 files changed, 59 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE/bug_report.md create mode 100644 .github/ISSUE_TEMPLATE/config.yml create mode 100644 .github/ISSUE_TEMPLATE/feature_request.md create mode 100644 .github/ISSUE_TEMPLATE/question.md diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md new file mode 100644 index 00000000..a0a5c705 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/bug_report.md @@ -0,0 +1,26 @@ +--- +name: Bug report +about: Report an issue to help improve Docling +title: '' +labels: bug +assignees: '' + +--- + +### Bug + +... + +### Steps to reproduce + +... + +### Docling version + +... + +### Python version + +... + + diff --git a/.github/ISSUE_TEMPLATE/config.yml b/.github/ISSUE_TEMPLATE/config.yml new file mode 100644 index 00000000..3ba13e0c --- /dev/null +++ b/.github/ISSUE_TEMPLATE/config.yml @@ -0,0 +1 @@ +blank_issues_enabled: false diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md new file mode 100644 index 00000000..e4186caa --- /dev/null +++ b/.github/ISSUE_TEMPLATE/feature_request.md @@ -0,0 +1,18 @@ +--- +name: Feature request +about: Suggest an idea for enhancing Docling +title: '' +labels: enhancement +assignees: '' + +--- + +### Requested feature + +... + +### Alternatives + +... + + diff --git a/.github/ISSUE_TEMPLATE/question.md b/.github/ISSUE_TEMPLATE/question.md new file mode 100644 index 00000000..91337335 --- /dev/null +++ b/.github/ISSUE_TEMPLATE/question.md @@ -0,0 +1,14 @@ +--- +name: Question +about: Ask a question +title: '' +labels: question +assignees: '' + +--- + +### Question + +... + + From 704d792a7997c4ca34f9f9045ed4ae02b4f5df47 Mon Sep 17 00:00:00 2001 From: Nikos Livathinos <100353117+nikos-livathinos@users.noreply.github.com> Date: Fri, 8 Nov 2024 13:03:09 +0100 Subject: [PATCH 07/31] fix(tesserocr): Raise Exception if tesserocr has not loaded any languages (#279) fix(TesseractOcrModel): Raise Exception if tesserocr has not loaded any languages. Provide a descriptive error message. Signed-off-by: Nikos Livathinos --- docling/models/tesseract_ocr_model.py | 26 +++++++++++++++++++------- 1 file changed, 19 insertions(+), 7 deletions(-) diff --git a/docling/models/tesseract_ocr_model.py b/docling/models/tesseract_ocr_model.py index 42513239..83f23837 100644 --- a/docling/models/tesseract_ocr_model.py +++ b/docling/models/tesseract_ocr_model.py @@ -22,25 +22,37 @@ class TesseractOcrModel(BaseOcrModel): self.reader = None if self.enabled: - setup_errmsg = ( + install_errmsg = ( "tesserocr is not correctly installed. " "Please install it via `pip install tesserocr` to use this OCR engine. " - "Note that tesserocr might have to be manually compiled for working with" + "Note that tesserocr might have to be manually compiled for working with " "your Tesseract installation. The Docling documentation provides examples for it. " - "Alternatively, Docling has support for other OCR engines. See the documentation." + "Alternatively, Docling has support for other OCR engines. See the documentation: " + "https://ds4sd.github.io/docling/installation/" ) + missing_langs_errmsg = ( + "tesserocr is not correctly configured. No language models have been detected. " + "Please ensure that the TESSDATA_PREFIX envvar points to tesseract languages dir. " + "You can find more information how to setup other OCR engines in Docling " + "documentation: " + "https://ds4sd.github.io/docling/installation/" + ) + try: import tesserocr except ImportError: - raise ImportError(setup_errmsg) - + raise ImportError(install_errmsg) try: tesseract_version = tesserocr.tesseract_version() - _log.debug("Initializing TesserOCR: %s", tesseract_version) except: - raise ImportError(setup_errmsg) + raise ImportError(install_errmsg) + + _, tesserocr_languages = tesserocr.get_languages() + if not tesserocr_languages: + raise ImportError(missing_langs_errmsg) # Initialize the tesseractAPI + _log.debug("Initializing TesserOCR: %s", tesseract_version) lang = "+".join(self.options.lang) if self.options.path is not None: self.reader = tesserocr.PyTessBaseAPI( From 118f162e64099fe2e4511f4753b678fc2adcef7d Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Fri, 8 Nov 2024 12:37:36 +0000 Subject: [PATCH 08/31] chore: bump version to 2.4.1 [skip ci] --- CHANGELOG.md | 13 +++++++++++++ pyproject.toml | 2 +- 2 files changed, 14 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 4543902a..30e5758a 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,16 @@ +## [v2.4.1](https://github.com/DS4SD/docling/releases/tag/v2.4.1) - 2024-11-08 + +### Fix + +* **tesserocr:** Raise Exception if tesserocr has not loaded any languages ([#279](https://github.com/DS4SD/docling/issues/279)) ([`704d792`](https://github.com/DS4SD/docling/commit/704d792a7997c4ca34f9f9045ed4ae02b4f5df47)) +* Dockerfile example copy command ([#234](https://github.com/DS4SD/docling/issues/234)) ([`90836db`](https://github.com/DS4SD/docling/commit/90836db90accf4a66c9c20544c98452840e3a308)) + +### Documentation + +* Update badges & credits ([#248](https://github.com/DS4SD/docling/issues/248)) ([`a84ec27`](https://github.com/DS4SD/docling/commit/a84ec276b0997c4ba9b32e18e911a966124dc3bc)) +* Add coming-soon section ([#235](https://github.com/DS4SD/docling/issues/235)) ([`5ce02c5`](https://github.com/DS4SD/docling/commit/5ce02c5c598a2efa615ad15f0ead8d752d3ad2ea)) +* Add artifacts-path param to CLI ([#233](https://github.com/DS4SD/docling/issues/233)) ([`d5e65ae`](https://github.com/DS4SD/docling/commit/d5e65aedac23d6849c805a0e88dd06f2a285eb18)) + ## [v2.4.0](https://github.com/DS4SD/docling/releases/tag/v2.4.0) - 2024-11-04 ### Feature diff --git a/pyproject.toml b/pyproject.toml index c1196d01..6d0ec370 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "docling" -version = "2.4.0" # DO NOT EDIT, updated automatically +version = "2.4.1" # DO NOT EDIT, updated automatically description = "SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications." authors = ["Christoph Auer ", "Michele Dolfi ", "Maxim Lysak ", "Nikos Livathinos ", "Ahmed Nassar ", "Panos Vagenas ", "Peter Staar "] license = "MIT" From 0eb065e9b6e4619d4c412ed98bc7408915ca3f95 Mon Sep 17 00:00:00 2001 From: Nikos Livathinos <100353117+nikos-livathinos@users.noreply.github.com> Date: Fri, 8 Nov 2024 16:48:41 +0100 Subject: [PATCH 09/31] fix(EasyOcrModel): Support the use_gpu pipeline parameter in EasyOcrModel. Initialize easyocr (#282) fix(EasyOcrModel): Support the use_gpu pipeline parameter in EasyOcrModel. Initialize easyocr without GPU if MPS is available. Signed-off-by: Nikos Livathinos --- docling/models/easyocr_model.py | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/docling/models/easyocr_model.py b/docling/models/easyocr_model.py index 8dff0fff..6c72be5b 100644 --- a/docling/models/easyocr_model.py +++ b/docling/models/easyocr_model.py @@ -2,6 +2,7 @@ import logging from typing import Iterable import numpy +import torch from docling_core.types.doc import BoundingBox, CoordOrigin from docling.datamodel.base_models import OcrCell, Page @@ -30,8 +31,12 @@ class EasyOcrModel(BaseOcrModel): "Alternatively, Docling has support for other OCR engines. See the documentation." ) + use_gpu = ( + False if torch.backends.mps.is_available() else self.options.use_gpu + ) self.reader = easyocr.Reader( lang_list=self.options.lang, + gpu=use_gpu, model_storage_directory=self.options.model_storage_directory, download_enabled=self.options.download_enabled, ) From be8aa1729188f873f9550b717a9f5adc8cedfa5c Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Fri, 8 Nov 2024 16:31:47 +0000 Subject: [PATCH 10/31] chore: bump version to 2.4.2 [skip ci] --- CHANGELOG.md | 6 ++++++ pyproject.toml | 2 +- 2 files changed, 7 insertions(+), 1 deletion(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 30e5758a..10cd1402 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,9 @@ +## [v2.4.2](https://github.com/DS4SD/docling/releases/tag/v2.4.2) - 2024-11-08 + +### Fix + +* **EasyOcrModel:** Support the use_gpu pipeline parameter in EasyOcrModel. Initialize easyocr ([#282](https://github.com/DS4SD/docling/issues/282)) ([`0eb065e`](https://github.com/DS4SD/docling/commit/0eb065e9b6e4619d4c412ed98bc7408915ca3f95)) + ## [v2.4.1](https://github.com/DS4SD/docling/releases/tag/v2.4.1) - 2024-11-08 ### Fix diff --git a/pyproject.toml b/pyproject.toml index 6d0ec370..0451ba80 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,6 +1,6 @@ [tool.poetry] name = "docling" -version = "2.4.1" # DO NOT EDIT, updated automatically +version = "2.4.2" # DO NOT EDIT, updated automatically description = "SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications." authors = ["Christoph Auer ", "Michele Dolfi ", "Maxim Lysak ", "Nikos Livathinos ", "Ahmed Nassar ", "Panos Vagenas ", "Peter Staar "] license = "MIT" From 97f214efddcf66f0734a95c17c08936f6111d113 Mon Sep 17 00:00:00 2001 From: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com> Date: Sun, 10 Nov 2024 14:26:17 +0100 Subject: [PATCH 11/31] fix: allow mps usage for easyocr (#286) * fix: allow mps usage for easyocr Signed-off-by: Michele Dolfi * add example for cpu-only Signed-off-by: Michele Dolfi * comment out example Signed-off-by: Michele Dolfi --------- Signed-off-by: Michele Dolfi --- docling/models/easyocr_model.py | 5 +---- docs/examples/custom_convert.py | 14 ++++++++++++++ 2 files changed, 15 insertions(+), 4 deletions(-) diff --git a/docling/models/easyocr_model.py b/docling/models/easyocr_model.py index 6c72be5b..1b8e914f 100644 --- a/docling/models/easyocr_model.py +++ b/docling/models/easyocr_model.py @@ -31,12 +31,9 @@ class EasyOcrModel(BaseOcrModel): "Alternatively, Docling has support for other OCR engines. See the documentation." ) - use_gpu = ( - False if torch.backends.mps.is_available() else self.options.use_gpu - ) self.reader = easyocr.Reader( lang_list=self.options.lang, - gpu=use_gpu, + gpu=self.options.use_gpu, model_storage_directory=self.options.model_storage_directory, download_enabled=self.options.download_enabled, ) diff --git a/docs/examples/custom_convert.py b/docs/examples/custom_convert.py index 204ae59f..7631848b 100644 --- a/docs/examples/custom_convert.py +++ b/docs/examples/custom_convert.py @@ -80,6 +80,20 @@ def main(): } ) + # Docling Parse with EasyOCR (CPU only) + # ---------------------- + # pipeline_options = PdfPipelineOptions() + # pipeline_options.do_ocr = True + # pipeline_options.ocr_options.use_gpu = False # <-- set this. + # pipeline_options.do_table_structure = True + # pipeline_options.table_structure_options.do_cell_matching = True + + # doc_converter = DocumentConverter( + # format_options={ + # InputFormat.PDF: PdfFormatOption(pipeline_options=pipeline_options) + # } + # ) + # Docling Parse with Tesseract # ---------------------- # pipeline_options = PdfPipelineOptions() From 1239ade2750349d13d4e865d88449b232bbad944 Mon Sep 17 00:00:00 2001 From: Panos Vagenas <35837085+vagenas@users.noreply.github.com> Date: Mon, 11 Nov 2024 14:49:06 +0100 Subject: [PATCH 12/31] docs: add navigation indices (#305) Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com> --- docs/concepts/index.md | 3 +++ docs/examples/index.md | 3 +++ docs/integrations/index.md | 3 +++ mkdocs.yml | 5 ++++- 4 files changed, 13 insertions(+), 1 deletion(-) create mode 100644 docs/concepts/index.md create mode 100644 docs/examples/index.md create mode 100644 docs/integrations/index.md diff --git a/docs/concepts/index.md b/docs/concepts/index.md new file mode 100644 index 00000000..a29db1af --- /dev/null +++ b/docs/concepts/index.md @@ -0,0 +1,3 @@ +In this area you can find guides on the main Docling concepts. + +Use the navigation on the left to browse through them. diff --git a/docs/examples/index.md b/docs/examples/index.md new file mode 100644 index 00000000..5c2d3acd --- /dev/null +++ b/docs/examples/index.md @@ -0,0 +1,3 @@ +In this area you can find examples covering a range of possible workflows and use cases. + +Use the navigation on the left to browse through them. diff --git a/docs/integrations/index.md b/docs/integrations/index.md new file mode 100644 index 00000000..c09c917d --- /dev/null +++ b/docs/integrations/index.md @@ -0,0 +1,3 @@ +In this area you can find guides on the Docling integrations with popular frameworks and tools. + +Use the navigation on the left to browse through them. diff --git a/mkdocs.yml b/mkdocs.yml index 1fef4428..2ce244bd 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -39,7 +39,7 @@ theme: - content.code.copy - announce.dismiss - navigation.tabs - # - navigation.indexes # <= if set, each "section" can have its own page, if index.md is used + - navigation.indexes # <= if set, each "section" can have its own page, if index.md is used - navigation.instant - navigation.instant.prefetch # - navigation.instant.preview @@ -57,9 +57,11 @@ nav: - Usage: usage.md - Docling v2: v2.md - Concepts: + - Concepts: concepts/index.md - Docling Document: concepts/docling_document.md # - Chunking: concepts/chunking.md - Examples: + - Examples: examples/index.md - Conversion: - "Simple conversion": examples/minimal.py - "Custom conversion": examples/custom_convert.py @@ -77,6 +79,7 @@ nav: # - CLI: # - CLI: examples/cli.md - Integrations: + - Integrations: integrations/index.md - "LlamaIndex 🦙 extension": integrations/llamaindex.md # - "LangChain 🦜🔗 extension": integrations/langchain.md # - API reference: From 53bf2d179097c78968083bd7bbc1f1fddc897272 Mon Sep 17 00:00:00 2001 From: Maxim Lysak <101627549+maxmnemonic@users.noreply.github.com> Date: Mon, 11 Nov 2024 15:00:11 +0100 Subject: [PATCH 13/31] Added handling of code blocks in html with
 tag
 (#302)

Signed-off-by: Maksym Lysak 
Co-authored-by: Maksym Lysak 
---
 docling/backend/html_backend.py | 12 ++++++++++++
 1 file changed, 12 insertions(+)

diff --git a/docling/backend/html_backend.py b/docling/backend/html_backend.py
index 7d14c2eb..9cd1e29b 100644
--- a/docling/backend/html_backend.py
+++ b/docling/backend/html_backend.py
@@ -120,6 +120,8 @@ class HTMLDocumentBackend(DeclarativeDocumentBackend):
             self.handle_header(element, idx, doc)
         elif element.name in ["p"]:
             self.handle_paragraph(element, idx, doc)
+        elif element.name in ["pre"]:
+            self.handle_code(element, idx, doc)
         elif element.name in ["ul", "ol"]:
             self.handle_list(element, idx, doc)
         elif element.name in ["li"]:
@@ -205,6 +207,16 @@ class HTMLDocumentBackend(DeclarativeDocumentBackend):
                 level=hlevel,
             )
 
+    def handle_code(self, element, idx, doc):
+        """Handles monospace code snippets (pre)."""
+        if element.text is None:
+            return
+        text = element.text.strip()
+        label = DocItemLabel.CODE
+        if len(text) == 0:
+            return
+        doc.add_text(parent=self.parents[self.level], label=label, text=text)
+
     def handle_paragraph(self, element, idx, doc):
         """Handles paragraph tags (p)."""
         if element.text is None:

From 81c8243a8bf177feed8f87ea283b5bb6836350cb Mon Sep 17 00:00:00 2001
From: Maxim Lysak <101627549+maxmnemonic@users.noreply.github.com>
Date: Mon, 11 Nov 2024 16:38:21 +0100
Subject: [PATCH 14/31] fix: Added handling of grouped elements in pptx backend
 (#307)

* Added handling of grouped elements in pptx backend

Signed-off-by: Maksym Lysak 

* updated log.warn to warning

Signed-off-by: Maksym Lysak 

---------

Signed-off-by: Maksym Lysak 
Co-authored-by: Maksym Lysak 
---
 docling/backend/mspowerpoint_backend.py | 39 +++++++++++--------------
 1 file changed, 17 insertions(+), 22 deletions(-)

diff --git a/docling/backend/mspowerpoint_backend.py b/docling/backend/mspowerpoint_backend.py
index cbec761c..b71cd859 100644
--- a/docling/backend/mspowerpoint_backend.py
+++ b/docling/backend/mspowerpoint_backend.py
@@ -358,41 +358,36 @@ class MsPowerpointDocumentBackend(DeclarativeDocumentBackend, PaginatedDocumentB
 
             size = Size(width=slide_width, height=slide_height)
             parent_page = doc.add_page(page_no=slide_ind + 1, size=size)
-            # parent_page = doc.add_page(page_no=slide_ind, size=size, hash=hash)
-
-            # Loop through each shape in the slide
-            for shape in slide.shapes:
 
+            def handle_shapes(shape, parent_slide, slide_ind, doc):
+                handle_groups(shape, parent_slide, slide_ind, doc)
                 if shape.has_table:
                     # Handle Tables
                     self.handle_tables(shape, parent_slide, slide_ind, doc)
-
                 if shape.shape_type == MSO_SHAPE_TYPE.PICTURE:
-                    # Handle Tables
+                    # Handle Pictures
                     self.handle_pictures(shape, parent_slide, slide_ind, doc)
-
                 # If shape doesn't have any text, move on to the next shape
                 if not hasattr(shape, "text"):
-                    continue
+                    return
                 if shape.text is None:
-                    continue
+                    return
                 if len(shape.text.strip()) == 0:
-                    continue
+                    return
                 if not shape.has_text_frame:
-                    _log.warn("Warning: shape has text but not text_frame")
-                    continue
-
-                # if shape.is_placeholder:
-                # Handle Titles (Headers) and Subtitles
-                # Check if the shape is a placeholder (titles are placeholders)
-                # self.handle_title(shape, parent_slide, slide_ind, doc)
-                # self.handle_text_elements(shape, parent_slide, slide_ind, doc)
-                # else:
-
+                    _log.warning("Warning: shape has text but not text_frame")
+                    return
                 # Handle other text elements, including lists (bullet lists, numbered lists)
                 self.handle_text_elements(shape, parent_slide, slide_ind, doc)
+                return
 
-                # figures...
-                # doc.add_figure(data=BaseFigureData(), parent=self.parents[self.level], caption=None)
+            def handle_groups(shape, parent_slide, slide_ind, doc):
+                if shape.shape_type == MSO_SHAPE_TYPE.GROUP:
+                    for groupedshape in shape.shapes:
+                        handle_shapes(groupedshape, parent_slide, slide_ind, doc)
+
+            # Loop through each shape in the slide
+            for shape in slide.shapes:
+                handle_shapes(shape, parent_slide, slide_ind, doc)
 
         return doc

From c6b3763ecb6ef862840a30978ee177b907f86505 Mon Sep 17 00:00:00 2001
From: Nikos Livathinos <100353117+nikos-livathinos@users.noreply.github.com>
Date: Tue, 12 Nov 2024 09:46:14 +0100
Subject: [PATCH 15/31] feat(OCR): Introduce the OcrOptions.force_full_page_ocr
 parameter that forces a full page OCR scanning (#290)

- When the OCR is forced, any existing PDF cells are rejected.
- Introduce the force-ocr cmd parameter in docling CLI.
- Update unit tests.
- Add the full_page_ocr.py example in mkdocs.

Signed-off-by: Nikos Livathinos 
---
 docling/cli/main.py                       | 13 +++++--
 docling/datamodel/pipeline_options.py     |  1 +
 docling/models/base_ocr_model.py          | 25 ++++++++++++--
 docling/models/easyocr_model.py           | 10 ++----
 docling/models/tesseract_ocr_cli_model.py | 10 ++----
 docling/models/tesseract_ocr_model.py     | 10 ++----
 docs/examples/full_page_ocr.py            | 42 +++++++++++++++++++++++
 mkdocs.yml                                |  1 +
 tests/test_e2e_ocr_conversion.py          | 42 ++++-------------------
 tests/verify_utils.py                     |  8 +++++
 10 files changed, 100 insertions(+), 62 deletions(-)
 create mode 100644 docs/examples/full_page_ocr.py

diff --git a/docling/cli/main.py b/docling/cli/main.py
index 35ae01df..60a3c296 100644
--- a/docling/cli/main.py
+++ b/docling/cli/main.py
@@ -153,6 +153,13 @@ def convert(
             ..., help="If enabled, the bitmap content will be processed using OCR."
         ),
     ] = True,
+    force_ocr: Annotated[
+        bool,
+        typer.Option(
+            ...,
+            help="Replace any existing text with OCR generated text over the full content.",
+        ),
+    ] = False,
     ocr_engine: Annotated[
         OcrEngine, typer.Option(..., help="The OCR engine to use.")
     ] = OcrEngine.EASYOCR,
@@ -219,11 +226,11 @@ def convert(
 
     match ocr_engine:
         case OcrEngine.EASYOCR:
-            ocr_options: OcrOptions = EasyOcrOptions()
+            ocr_options: OcrOptions = EasyOcrOptions(force_full_page_ocr=force_ocr)
         case OcrEngine.TESSERACT_CLI:
-            ocr_options = TesseractCliOcrOptions()
+            ocr_options = TesseractCliOcrOptions(force_full_page_ocr=force_ocr)
         case OcrEngine.TESSERACT:
-            ocr_options = TesseractOcrOptions()
+            ocr_options = TesseractOcrOptions(force_full_page_ocr=force_ocr)
         case _:
             raise RuntimeError(f"Unexpected OCR engine type {ocr_engine}")
 
diff --git a/docling/datamodel/pipeline_options.py b/docling/datamodel/pipeline_options.py
index d57f1671..2b9d228c 100644
--- a/docling/datamodel/pipeline_options.py
+++ b/docling/datamodel/pipeline_options.py
@@ -22,6 +22,7 @@ class TableStructureOptions(BaseModel):
 
 class OcrOptions(BaseModel):
     kind: str
+    force_full_page_ocr: bool = False  # If enabled a full page OCR is always applied
     bitmap_area_threshold: float = (
         0.05  # percentage of the area for a bitmap to processed with OCR
     )
diff --git a/docling/models/base_ocr_model.py b/docling/models/base_ocr_model.py
index 9d26a317..38b5e52c 100644
--- a/docling/models/base_ocr_model.py
+++ b/docling/models/base_ocr_model.py
@@ -10,7 +10,7 @@ from PIL import Image, ImageDraw
 from rtree import index
 from scipy.ndimage import find_objects, label
 
-from docling.datamodel.base_models import OcrCell, Page
+from docling.datamodel.base_models import Cell, OcrCell, Page
 from docling.datamodel.document import ConversionResult
 from docling.datamodel.pipeline_options import OcrOptions
 from docling.datamodel.settings import settings
@@ -73,7 +73,9 @@ class BaseOcrModel(BasePageModel):
         coverage, ocr_rects = find_ocr_rects(page.size, bitmap_rects)
 
         # return full-page rectangle if sufficiently covered with bitmaps
-        if coverage > max(BITMAP_COVERAGE_TRESHOLD, self.options.bitmap_area_threshold):
+        if self.options.force_full_page_ocr or coverage > max(
+            BITMAP_COVERAGE_TRESHOLD, self.options.bitmap_area_threshold
+        ):
             return [
                 BoundingBox(
                     l=0,
@@ -96,7 +98,7 @@ class BaseOcrModel(BasePageModel):
             return ocr_rects
 
     # Filters OCR cells by dropping any OCR cell that intersects with an existing programmatic cell.
-    def filter_ocr_cells(self, ocr_cells, programmatic_cells):
+    def _filter_ocr_cells(self, ocr_cells, programmatic_cells):
         # Create R-tree index for programmatic cells
         p = index.Property()
         p.dimension = 2
@@ -117,6 +119,23 @@ class BaseOcrModel(BasePageModel):
         ]
         return filtered_ocr_cells
 
+    def post_process_cells(self, ocr_cells, programmatic_cells):
+        r"""
+        Post-process the ocr and programmatic cells and return the final list of of cells
+        """
+        if self.options.force_full_page_ocr:
+            # If a full page OCR is forced, use only the OCR cells
+            cells = [
+                Cell(id=c_ocr.id, text=c_ocr.text, bbox=c_ocr.bbox)
+                for c_ocr in ocr_cells
+            ]
+            return cells
+
+        ## Remove OCR cells which overlap with programmatic cells.
+        filtered_ocr_cells = self._filter_ocr_cells(ocr_cells, programmatic_cells)
+        programmatic_cells.extend(filtered_ocr_cells)
+        return programmatic_cells
+
     def draw_ocr_rects_and_cells(self, conv_res, page, ocr_rects, show: bool = False):
         image = copy.deepcopy(page.image)
         draw = ImageDraw.Draw(image, "RGBA")
diff --git a/docling/models/easyocr_model.py b/docling/models/easyocr_model.py
index 1b8e914f..f8d0cf8d 100644
--- a/docling/models/easyocr_model.py
+++ b/docling/models/easyocr_model.py
@@ -5,7 +5,7 @@ import numpy
 import torch
 from docling_core.types.doc import BoundingBox, CoordOrigin
 
-from docling.datamodel.base_models import OcrCell, Page
+from docling.datamodel.base_models import Cell, OcrCell, Page
 from docling.datamodel.document import ConversionResult
 from docling.datamodel.pipeline_options import EasyOcrOptions
 from docling.datamodel.settings import settings
@@ -88,12 +88,8 @@ class EasyOcrModel(BaseOcrModel):
                         ]
                         all_ocr_cells.extend(cells)
 
-                    ## Remove OCR cells which overlap with programmatic cells.
-                    filtered_ocr_cells = self.filter_ocr_cells(
-                        all_ocr_cells, page.cells
-                    )
-
-                    page.cells.extend(filtered_ocr_cells)
+                    # Post-process the cells
+                    page.cells = self.post_process_cells(all_ocr_cells, page.cells)
 
                 # DEBUG code:
                 if settings.debug.visualize_ocr:
diff --git a/docling/models/tesseract_ocr_cli_model.py b/docling/models/tesseract_ocr_cli_model.py
index 6f939351..9a50eee0 100644
--- a/docling/models/tesseract_ocr_cli_model.py
+++ b/docling/models/tesseract_ocr_cli_model.py
@@ -7,7 +7,7 @@ from typing import Iterable, Optional, Tuple
 import pandas as pd
 from docling_core.types.doc import BoundingBox, CoordOrigin
 
-from docling.datamodel.base_models import OcrCell, Page
+from docling.datamodel.base_models import Cell, OcrCell, Page
 from docling.datamodel.document import ConversionResult
 from docling.datamodel.pipeline_options import TesseractCliOcrOptions
 from docling.datamodel.settings import settings
@@ -170,12 +170,8 @@ class TesseractOcrCliModel(BaseOcrModel):
                             )
                             all_ocr_cells.append(cell)
 
-                    ## Remove OCR cells which overlap with programmatic cells.
-                    filtered_ocr_cells = self.filter_ocr_cells(
-                        all_ocr_cells, page.cells
-                    )
-
-                    page.cells.extend(filtered_ocr_cells)
+                    # Post-process the cells
+                    page.cells = self.post_process_cells(all_ocr_cells, page.cells)
 
                 # DEBUG code:
                 if settings.debug.visualize_ocr:
diff --git a/docling/models/tesseract_ocr_model.py b/docling/models/tesseract_ocr_model.py
index 83f23837..b2bd358b 100644
--- a/docling/models/tesseract_ocr_model.py
+++ b/docling/models/tesseract_ocr_model.py
@@ -3,7 +3,7 @@ from typing import Iterable
 
 from docling_core.types.doc import BoundingBox, CoordOrigin
 
-from docling.datamodel.base_models import OcrCell, Page
+from docling.datamodel.base_models import Cell, OcrCell, Page
 from docling.datamodel.document import ConversionResult
 from docling.datamodel.pipeline_options import TesseractOcrOptions
 from docling.datamodel.settings import settings
@@ -140,12 +140,8 @@ class TesseractOcrModel(BaseOcrModel):
                         # del high_res_image
                         all_ocr_cells.extend(cells)
 
-                    ## Remove OCR cells which overlap with programmatic cells.
-                    filtered_ocr_cells = self.filter_ocr_cells(
-                        all_ocr_cells, page.cells
-                    )
-
-                    page.cells.extend(filtered_ocr_cells)
+                    # Post-process the cells
+                    page.cells = self.post_process_cells(all_ocr_cells, page.cells)
 
                 # DEBUG code:
                 if settings.debug.visualize_ocr:
diff --git a/docs/examples/full_page_ocr.py b/docs/examples/full_page_ocr.py
new file mode 100644
index 00000000..35c2ba6b
--- /dev/null
+++ b/docs/examples/full_page_ocr.py
@@ -0,0 +1,42 @@
+from pathlib import Path
+
+from docling.backend.docling_parse_backend import DoclingParseDocumentBackend
+from docling.datamodel.base_models import InputFormat
+from docling.datamodel.pipeline_options import (
+    EasyOcrOptions,
+    PdfPipelineOptions,
+    TesseractCliOcrOptions,
+    TesseractOcrOptions,
+)
+from docling.document_converter import DocumentConverter, PdfFormatOption
+
+
+def main():
+    input_doc = Path("./tests/data/2206.01062.pdf")
+
+    pipeline_options = PdfPipelineOptions()
+    pipeline_options.do_ocr = True
+    pipeline_options.do_table_structure = True
+    pipeline_options.table_structure_options.do_cell_matching = True
+
+    # Any of the OCR options can be used:EasyOcrOptions, TesseractOcrOptions, TesseractCliOcrOptions
+    # ocr_options = EasyOcrOptions(force_full_page_ocr=True)
+    # ocr_options = TesseractOcrOptions(force_full_page_ocr=True)
+    ocr_options = TesseractCliOcrOptions(force_full_page_ocr=True)
+    pipeline_options.ocr_options = ocr_options
+
+    converter = DocumentConverter(
+        format_options={
+            InputFormat.PDF: PdfFormatOption(
+                pipeline_options=pipeline_options,
+            )
+        }
+    )
+
+    doc = converter.convert(input_doc).document
+    md = doc.export_to_markdown()
+    print(md)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/mkdocs.yml b/mkdocs.yml
index 2ce244bd..25eb48f4 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -71,6 +71,7 @@ nav:
       - "Figure enrichment": examples/develop_picture_enrichment.py
       - "Table export": examples/export_tables.py
       - "Multimodal export": examples/export_multimodal.py
+      - "Force full page OCR": examples/full_page_ocr.py
     - RAG / QA:
       - "RAG with LlamaIndex 🦙": examples/rag_llamaindex.ipynb
       - "RAG with LangChain 🦜🔗": examples/rag_langchain.ipynb
diff --git a/tests/test_e2e_ocr_conversion.py b/tests/test_e2e_ocr_conversion.py
index 2aeda467..324a4a14 100644
--- a/tests/test_e2e_ocr_conversion.py
+++ b/tests/test_e2e_ocr_conversion.py
@@ -15,34 +15,8 @@ from docling.document_converter import DocumentConverter, PdfFormatOption
 
 from .verify_utils import verify_conversion_result_v1, verify_conversion_result_v2
 
-GENERATE = False
-
-
-# Debug
-def save_output(pdf_path: Path, doc_result: ConversionResult, engine: str):
-    r""" """
-    import json
-    import os
-
-    parent = pdf_path.parent
-    eng = "" if engine is None else f".{engine}"
-
-    dict_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.json")
-    with open(dict_fn, "w") as fd:
-        json.dump(doc_result.legacy_document.export_to_dict(), fd)
-
-    pages_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.pages.json")
-    pages = [p.model_dump() for p in doc_result.pages]
-    with open(pages_fn, "w") as fd:
-        json.dump(pages, fd)
-
-    doctags_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.doctags.txt")
-    with open(doctags_fn, "w") as fd:
-        fd.write(doc_result.legacy_document.export_to_doctags())
-
-    md_fn = os.path.join(parent, f"{pdf_path.stem}{eng}.md")
-    with open(md_fn, "w") as fd:
-        fd.write(doc_result.legacy_document.export_to_markdown())
+GENERATE_V1 = False
+GENERATE_V2 = False
 
 
 def get_pdf_paths():
@@ -74,13 +48,15 @@ def get_converter(ocr_options: OcrOptions):
 
 
 def test_e2e_conversions():
-
     pdf_paths = get_pdf_paths()
 
     engines: List[OcrOptions] = [
         EasyOcrOptions(),
         TesseractOcrOptions(),
         TesseractCliOcrOptions(),
+        EasyOcrOptions(force_full_page_ocr=True),
+        TesseractOcrOptions(force_full_page_ocr=True),
+        TesseractCliOcrOptions(force_full_page_ocr=True),
     ]
 
     for ocr_options in engines:
@@ -91,20 +67,16 @@ def test_e2e_conversions():
 
             doc_result: ConversionResult = converter.convert(pdf_path)
 
-            # Save conversions
-            # save_output(pdf_path, doc_result, None)
-
-            # Debug
             verify_conversion_result_v1(
                 input_path=pdf_path,
                 doc_result=doc_result,
-                generate=GENERATE,
+                generate=GENERATE_V1,
                 fuzzy=True,
             )
 
             verify_conversion_result_v2(
                 input_path=pdf_path,
                 doc_result=doc_result,
-                generate=GENERATE,
+                generate=GENERATE_V2,
                 fuzzy=True,
             )
diff --git a/tests/verify_utils.py b/tests/verify_utils.py
index 20f5eef0..c444266b 100644
--- a/tests/verify_utils.py
+++ b/tests/verify_utils.py
@@ -256,15 +256,19 @@ def verify_conversion_result_v1(
     dt_path = gt_subpath.with_suffix(f"{engine_suffix}.doctags.txt")
 
     if generate:  # only used when re-generating truth
+        pages_path.parent.mkdir(parents=True, exist_ok=True)
         with open(pages_path, "w") as fw:
             fw.write(json.dumps(doc_pred_pages, default=pydantic_encoder))
 
+        json_path.parent.mkdir(parents=True, exist_ok=True)
         with open(json_path, "w") as fw:
             fw.write(json.dumps(doc_pred, default=pydantic_encoder))
 
+        md_path.parent.mkdir(parents=True, exist_ok=True)
         with open(md_path, "w") as fw:
             fw.write(doc_pred_md)
 
+        dt_path.parent.mkdir(parents=True, exist_ok=True)
         with open(dt_path, "w") as fw:
             fw.write(doc_pred_dt)
     else:  # default branch in test
@@ -328,15 +332,19 @@ def verify_conversion_result_v2(
     dt_path = gt_subpath.with_suffix(f"{engine_suffix}.doctags.txt")
 
     if generate:  # only used when re-generating truth
+        pages_path.parent.mkdir(parents=True, exist_ok=True)
         with open(pages_path, "w") as fw:
             fw.write(json.dumps(doc_pred_pages, default=pydantic_encoder))
 
+        json_path.parent.mkdir(parents=True, exist_ok=True)
         with open(json_path, "w") as fw:
             fw.write(json.dumps(doc_pred, default=pydantic_encoder))
 
+        md_path.parent.mkdir(parents=True, exist_ok=True)
         with open(md_path, "w") as fw:
             fw.write(doc_pred_md)
 
+        dt_path.parent.mkdir(parents=True, exist_ok=True)
         with open(dt_path, "w") as fw:
             fw.write(doc_pred_dt)
     else:  # default branch in test

From 5d4a10b121317fa481208dacbee47032b08ff928 Mon Sep 17 00:00:00 2001
From: Christoph Auer <60343111+cau-git@users.noreply.github.com>
Date: Tue, 12 Nov 2024 10:57:16 +0100
Subject: [PATCH 16/31] fix: Configure env prefix for docling settings (#315)

Signed-off-by: Christoph Auer 
---
 docling/datamodel/settings.py | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/docling/datamodel/settings.py b/docling/datamodel/settings.py
index 7daf5047..b1c47305 100644
--- a/docling/datamodel/settings.py
+++ b/docling/datamodel/settings.py
@@ -2,7 +2,7 @@ import sys
 from pathlib import Path
 
 from pydantic import BaseModel
-from pydantic_settings import BaseSettings
+from pydantic_settings import BaseSettings, SettingsConfigDict
 
 
 class DocumentLimits(BaseModel):
@@ -40,6 +40,8 @@ class DebugSettings(BaseModel):
 
 
 class AppSettings(BaseSettings):
+    model_config = SettingsConfigDict(env_prefix="DOCLING_", env_nested_delimiter="_")
+
     perf: BatchConcurrencySettings
     debug: DebugSettings
 

From 777237ebc9f86af4a516e0770810fa8fbbf1f52d Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" 
Date: Tue, 12 Nov 2024 10:19:55 +0000
Subject: [PATCH 17/31] chore: bump version to 2.5.0 [skip ci]

---
 CHANGELOG.md   | 16 ++++++++++++++++
 pyproject.toml |  2 +-
 2 files changed, 17 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 10cd1402..76963f6c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,19 @@
+## [v2.5.0](https://github.com/DS4SD/docling/releases/tag/v2.5.0) - 2024-11-12
+
+### Feature
+
+* **OCR:** Introduce the OcrOptions.force_full_page_ocr parameter that forces a full page OCR scanning ([#290](https://github.com/DS4SD/docling/issues/290)) ([`c6b3763`](https://github.com/DS4SD/docling/commit/c6b3763ecb6ef862840a30978ee177b907f86505))
+
+### Fix
+
+* Configure env prefix for docling settings ([#315](https://github.com/DS4SD/docling/issues/315)) ([`5d4a10b`](https://github.com/DS4SD/docling/commit/5d4a10b121317fa481208dacbee47032b08ff928))
+* Added handling of grouped elements in pptx backend ([#307](https://github.com/DS4SD/docling/issues/307)) ([`81c8243`](https://github.com/DS4SD/docling/commit/81c8243a8bf177feed8f87ea283b5bb6836350cb))
+* Allow mps usage for easyocr ([#286](https://github.com/DS4SD/docling/issues/286)) ([`97f214e`](https://github.com/DS4SD/docling/commit/97f214efddcf66f0734a95c17c08936f6111d113))
+
+### Documentation
+
+* Add navigation indices ([#305](https://github.com/DS4SD/docling/issues/305)) ([`1239ade`](https://github.com/DS4SD/docling/commit/1239ade2750349d13d4e865d88449b232bbad944))
+
 ## [v2.4.2](https://github.com/DS4SD/docling/releases/tag/v2.4.2) - 2024-11-08
 
 ### Fix
diff --git a/pyproject.toml b/pyproject.toml
index 0451ba80..95db5643 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "docling"
-version = "2.4.2"  # DO NOT EDIT, updated automatically
+version = "2.5.0"  # DO NOT EDIT, updated automatically
 description = "SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications."
 authors = ["Christoph Auer ", "Michele Dolfi ", "Maxim Lysak ", "Nikos Livathinos ", "Ahmed Nassar ", "Panos Vagenas ", "Peter Staar "]
 license = "MIT"

From 93fc1be61abfe0669daf26c0984a51ec8675bf62 Mon Sep 17 00:00:00 2001
From: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Date: Tue, 12 Nov 2024 12:21:48 +0100
Subject: [PATCH 18/31] docs: add Data Prep Kit integration (#316)

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
---
 docs/integrations/data_prep_kit.md | 13 +++++++++++++
 docs/integrations/llamaindex.md    |  2 +-
 mkdocs.yml                         |  5 +++--
 3 files changed, 17 insertions(+), 3 deletions(-)
 create mode 100644 docs/integrations/data_prep_kit.md

diff --git a/docs/integrations/data_prep_kit.md b/docs/integrations/data_prep_kit.md
new file mode 100644
index 00000000..5885e8ed
--- /dev/null
+++ b/docs/integrations/data_prep_kit.md
@@ -0,0 +1,13 @@
+## Get started
+
+Docling is used by the [Data Prep Kit \[↗\]](https://ibm.github.io/data-prep-kit/) open-source toolkit for preparing unstructured data for LLM application development ranging from laptop scale to datacenter scale.
+
+Below you find the Data Prep Kit modules powered by Docling.
+
+## PDF ingestion to Parquet
+- 💻 [GitHub \[↗\]](https://github.com/IBM/data-prep-kit/tree/dev/transforms/language/pdf2parquet)
+- 📖 [API docs \[↗\]](https://ibm.github.io/data-prep-kit/transforms/language/pdf2parquet/python/)
+
+## Document chunking
+- 💻 [GitHub \[↗\]](https://github.com/IBM/data-prep-kit/tree/dev/transforms/language/doc_chunk)
+- 📖 [API docs \[↗\]](https://ibm.github.io/data-prep-kit/transforms/language/doc_chunk/python/)
diff --git a/docs/integrations/llamaindex.md b/docs/integrations/llamaindex.md
index a43a6e6a..41eb6e3d 100644
--- a/docs/integrations/llamaindex.md
+++ b/docs/integrations/llamaindex.md
@@ -1,6 +1,6 @@
 ## Get started
 
-Docling is available as an official LlamaIndex extension!
+Docling is available as an official [LlamaIndex \[↗\]](https://docs.llamaindex.ai/) extension.
 
 To get started, check out the [step-by-step guide in LlamaIndex \[↗\]](https://docs.llamaindex.ai/en/stable/examples/data_connectors/DoclingReaderDemo/).
 
diff --git a/mkdocs.yml b/mkdocs.yml
index 25eb48f4..6d8de085 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -81,8 +81,9 @@ nav:
     #   - CLI: examples/cli.md
   - Integrations:
     - Integrations: integrations/index.md
-    - "LlamaIndex 🦙 extension": integrations/llamaindex.md
-    # - "LangChain 🦜🔗 extension": integrations/langchain.md
+    - "Data Prep Kit": integrations/data_prep_kit.md
+    - "LlamaIndex 🦙": integrations/llamaindex.md
+    # - "LangChain 🦜🔗": integrations/langchain.md
   # - API reference:
   #   - API reference: api_reference/index.md
 

From 7f5d35ea3c225ce1ce7328825842f98755c0104f Mon Sep 17 00:00:00 2001
From: Anush 
Date: Tue, 12 Nov 2024 19:48:14 +0530
Subject: [PATCH 19/31] docs: Hybrid RAG with Qdrant (#312)

Signed-off-by: Anush008 
---
 docs/examples/hybrid_rag_qdrant.ipynb | 288 ++++++++++++++++++++++++++
 mkdocs.yml                            |   1 +
 2 files changed, 289 insertions(+)
 create mode 100644 docs/examples/hybrid_rag_qdrant.ipynb

diff --git a/docs/examples/hybrid_rag_qdrant.ipynb b/docs/examples/hybrid_rag_qdrant.ipynb
new file mode 100644
index 00000000..71f3c1c1
--- /dev/null
+++ b/docs/examples/hybrid_rag_qdrant.ipynb
@@ -0,0 +1,288 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "\"Open"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# Hybrid RAG with Docling and Qdrant"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Overview"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This example demonstrates using Docling with [Qdrant](https://qdrant.tech/) to perform a hybrid search across your documents using dense and sparse vectors.\n",
+    "\n",
+    "We'll chunk the documents using Docling before adding them to a Qdrant collection. By limiting the length of the chunks, we can preserve the meaning in each vector embedding."
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Setup"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- 👉 Qdrant client uses [FastEmbed](https://github.com/qdrant/fastembed) to generate vector embeddings. You can install the `fastembed-gpu` package if you've got the hardware to support it."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
+      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
+      "Note: you may need to restart the kernel to use updated packages.\n"
+     ]
+    }
+   ],
+   "source": [
+    "%pip install --no-warn-conflicts -q qdrant-client docling docling-core fastembed"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Let's import all the classes we'll be working with."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from docling_core.transforms.chunker import HierarchicalChunker\n",
+    "from qdrant_client import QdrantClient\n",
+    "\n",
+    "from docling.datamodel.base_models import InputFormat\n",
+    "from docling.document_converter import DocumentConverter"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "- For Docling, we'll set the  allowed formats to HTML since we'll only be working with webpages in this tutorial.\n",
+    "- If we set a sparse model, Qdrant client will fuse the dense and sparse results using RRF. [Reference](https://qdrant.tech/documentation/tutorials/hybrid-search-fastembed/)."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "application/vnd.jupyter.widget-view+json": {
+       "model_id": "c1077c6634d9434584c41cc12f9107c9",
+       "version_major": 2,
+       "version_minor": 0
+      },
+      "text/plain": [
+       "Fetching 5 files:   0%|          | 0/5 [00:00\n",
+      "Document Specific Chunking is a strategy that respects the document's structure. Rather than using a set number of characters or a recursive process, it creates chunks that align with the logical sections of the document, like paragraphs or subsections. This approach maintains the original author's organization of content and helps keep the text coherent. It makes the retrieved information more relevant and useful, particularly for structured documents with clearly defined sections.\n",
+      "Document Specific Chunking can handle a variety of document formats, such as:\n",
+      "Consequently, there are also splitters available for this purpose.\n",
+      "1. We start at the top of the document, treating the first part as a chunk.\n",
+      "   2. We continue down the document, deciding if a new sentence or piece of information belongs with the first chunk or should start a new one.\n",
+      "    3. We keep this up until we reach the end of the document.\n",
+      "Have you ever wondered how we, humans, would chunk? Here's a breakdown of a possible way a human would process a new document:\n",
+      "The goal of chunking is, as its name says, to chunk the information into multiple smaller pieces in order to store it in a more efficient and meaningful way. This allows the retrieval to capture pieces of information that are more related to the question at hand, and the generation to be more precise, but also less costly, as only a part of a document will be included in the LLM prompt, instead of the whole document.\n",
+      "To put these strategies into action, there's a whole array of tools and libraries at your disposal. For example, llama_index is a fantastic tool that lets you create document indices and retrieve chunked documents. Let's not forget LangChain, another remarkable tool that makes implementing chunking strategies a breeze, particularly when dealing with multi-language data. Diving into these tools and understanding how they can work in harmony with the chunking strategies we've discussed is a crucial part of mastering Retrieval Augmented Generation.\n",
+      "Semantic chunking involves taking the embeddings of every sentence in the document, comparing the similarity of all sentences with each other, and then grouping sentences with the most similar embeddings together.\n",
+      "You can see here that with a chunk size of 105, the Markdown structure of the document is taken into account, and the chunks thus preserve the semantics of the text!\n",
+      "And there you have it! These chunking strategies are like a personal toolbox when it comes to implementing Retrieval Augmented Generation. They're a ton of ways to slice and dice text, each with its unique features and quirks. This variety gives you the freedom to pick the strategy that suits your project best, allowing you to tailor your approach to perfectly fit the unique needs of your work.\n"
+     ]
+    }
+   ],
+   "source": [
+    "points = client.query(COLLECTION_NAME, query_text=\"Can I split documents?\", limit=10)\n",
+    "\n",
+    "print(\"<=== Retrieved documents ===>\")\n",
+    "for point in points:\n",
+    "    print(point.document)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": ".venv",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.13.0"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/mkdocs.yml b/mkdocs.yml
index 6d8de085..73361337 100644
--- a/mkdocs.yml
+++ b/mkdocs.yml
@@ -75,6 +75,7 @@ nav:
     - RAG / QA:
       - "RAG with LlamaIndex 🦙": examples/rag_llamaindex.ipynb
       - "RAG with LangChain 🦜🔗": examples/rag_langchain.ipynb
+      - "Hybrid RAG with Qdrant": examples/hybrid_rag_qdrant.ipynb
     # - Chunking:
     #   - Chunking: examples/chunking.md
     # - CLI:

From fb8ba861e28eda0079daa44fb1ea3ed17745f1d2 Mon Sep 17 00:00:00 2001
From: Maxim Lysak <101627549+maxmnemonic@users.noreply.github.com>
Date: Tue, 12 Nov 2024 15:20:55 +0100
Subject: [PATCH 20/31] fix: Handling of single-cell tables in DOCX backend
 (#314)

* Handling of single-cell tables in DOCX backend

Signed-off-by: Maksym Lysak 

* returned try-catch on tables handling

Signed-off-by: Maksym Lysak 

* cleaned

Signed-off-by: Maksym Lysak 

* proceed processing the content of single cell table as if its just part of the body

Signed-off-by: Maksym Lysak 

* Added example of trickly 1 cell table docx

Signed-off-by: Maksym Lysak 

---------

Signed-off-by: Maksym Lysak 
Co-authored-by: Maksym Lysak 
---
 docling/backend/msword_backend.py |  16 ++++++++--------
 tests/data/docx/tablecell.docx    | Bin 0 -> 15180 bytes
 2 files changed, 8 insertions(+), 8 deletions(-)
 create mode 100644 tests/data/docx/tablecell.docx

diff --git a/docling/backend/msword_backend.py b/docling/backend/msword_backend.py
index 08529ea0..eb7b75cb 100644
--- a/docling/backend/msword_backend.py
+++ b/docling/backend/msword_backend.py
@@ -130,7 +130,6 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
     def walk_linear(self, body, docx_obj, doc) -> DoclingDocument:
         for element in body:
             tag_name = etree.QName(element).localname
-
             # Check for Inline Images (drawings or blip elements)
             found_drawing = etree.ElementBase.xpath(
                 element, ".//w:drawing", namespaces=self.xml_namespaces
@@ -201,7 +200,6 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
             label_str = ""
             label_level = 0
             if parts[0] == "Heading":
-                # print("{} - {}".format(parts[0], parts[1]))
                 label_str = parts[0]
                 label_level = self.str_to_int(parts[1], default=None)
             if parts[1] == "Heading":
@@ -217,19 +215,16 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
         if paragraph.text is None:
             # _log.warn(f"paragraph has text==None")
             return
-
         text = paragraph.text.strip()
         # if len(text)==0 # keep empty paragraphs, they seperate adjacent lists!
 
         # Common styles for bullet and numbered lists.
         # "List Bullet", "List Number", "List Paragraph"
-        # TODO: reliably identify wether list is a numbered list or not
+        # Identify wether list is a numbered list or not
         # is_numbered = "List Bullet" not in paragraph.style.name
         is_numbered = False
-
         p_style_name, p_level = self.get_label_and_level(paragraph)
         numid, ilevel = self.get_numId_and_ilvl(paragraph)
-        # print("numid: {}, ilevel: {}, text: {}".format(numid, ilevel, text))
 
         if numid == 0:
             numid = None
@@ -450,8 +445,13 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
         for row in table.rows:
             # Calculate the max number of columns
             num_cols = max(num_cols, sum(get_colspan(cell) for cell in row.cells))
-            # if row.cells:
-            #     num_cols = max(num_cols, len(row.cells))
+
+        if num_rows == 1 and num_cols == 1:
+            cell_element = table.rows[0].cells[0]
+            # In case we have a table of only 1 cell, we consider it furniture
+            # And proceed processing the content of the cell as though it's in the document body
+            self.walk_linear(cell_element._element, docx_obj, doc)
+            return
 
         # Initialize the table grid
         table_grid = [[None for _ in range(num_cols)] for _ in range(num_rows)]
diff --git a/tests/data/docx/tablecell.docx b/tests/data/docx/tablecell.docx
new file mode 100644
index 0000000000000000000000000000000000000000..6fa7f01703318469ea90cf86781e72046d2747f5
GIT binary patch
literal 15180
zcmeIZWmFx@)-JqoclY4V!rk57U4y%8aCf)h!QGtz!9BPIC%8KSE_>f|?%pTwzTY>-
z{rkSX#;VcXvz}Qkv*w&#^^~Fv7&tlr5&#VV0Ehw13HBNvK>&a+5C8xg02)+B#NN)u
z%+AF?)ziVuS&zZP*5*S2I4D&f0Q9~7|7`z_pFm^sm{mU`ve05Hp
zE-&uVe=^0P*h*&nAvD77Z^PQzg(J%j!bsZGpE#ictB_ro9fYCz0EneYiBl)z9>hTs
z_KU)~c-B7;kU2+fO)gmpLVyA)MubQ$A7}b;kfFfWpR`$4Hb_$lGipbQx^}x9DM)wA
zP)W9(_O>BcGS)dXzeD$;`$X$nZz`
zKi%@babNt~tyd=YzIRJ_!SkS(pqVbEm0s*Zd7#PkD)urIw2qW4+Ukdr=@Vbk_Gm=!_DbL^NvNmhOvoAva~#zc@6-KQ@-mp_7px?8yrIhZ
z#JWQX+9z@RU_T1frLoY*$MyZF*ZZb=l+?-`V?}*Shik(KB+pJTu7t(C=$tw7D(op4
zhzOyB$%lymKKp#sMb&=&8M%)mzoHgm)^U!s
zaExtqhn}D86>O8mNsT&rHTdMuU+tVu3HW+w574ccv;KthAFh~JL0PAB&&Hw^D=Q$F
zki6xWDM(ba>EDo`Q(5|$B&zCZY*u+tUc6u+HbSDUR=bh83#Cj?u6x6aM9(mS1`Q`D
z65&>~d-E8cuLmE9AyHQ%_=F+oAgq@qoFA1hD^{Bcz|jB!senQ4Mm+qsHGUj_L!IbK
zfSO6Nyhtp!MxDjYNo#?ags1*7Sfpi*28X)mG|C;Ii=4wtVcBN@P+`--PTbw7HUw8D
z5DwjrLZKr!VUkl?E2z!d>mJuoe$}G{me$~UF1w(zer}<+`AKz?QG#J_HpbO%{mnN+
z)2fP^TuvyCuEtGj#w_ean>Br{=|h+^ET^eu$649*$Iz9HFYG-`{U{EIzLp(yw&}SN
zb8|Qg=*XYH;luXx=}_Q!TsZDjsLrZXv$H%l0-nIXMjwoi6%5pphoTY`>THs+^p_7<
zR+2a*78*BYa5=~pLm{671E-b7L|BD8!_)?Nf9OFju1KQP2PYAfwdbLP-_(O`Bc72T
zA9gJH87TVFEO&DjkZ**!xy#ll6il}PWFXB2j8r!y_KhT9hugIp+gJB1$>OLP0~K`y
z8|kdz!VMg_XXbKm+6b|lF^Mkyi0c=wFpnA~FnhvN1&Zt2fO|t=pQJ#nTtCDw^+ek8
zr)-WyX1{_Je^3yVgI-Sq<&5VuU%xRQ>~88S-&z=Bm(scf!WXg5$VHqGP%hG~n-?tD
z{9Fz2lA83p%v(9}>fzv%vnhukfh*s3hNCxR)g=g?-&t{k0UBXitv$d2Dy*T7b08iv
z>u4mU&J4leOwbOG+Hpc;au*A)ayLo7^`!DW;&NK~k(WtYReqeIruU9i5hD?o|S1BJMnh~6<+{>X2wPH`w?(O758;f~c}
zQYBR6|J`@0C}KE|(gJQ_NQwUslzCkD8
z779}5QdEqPfI|}dP>uBR{S{Z<7&Q`et1A%?mRdgGbg-TGMR5bW>jt*fnhF~|`VX#v
zG?p$Af!b&W@RiNAi&-dmRnxFz3V+d2T{Vb^4~mhA>W#e9d#Bq8!UVz!UXyR0vgI>w
z2>sBZp0Z7#Q|<|TlyOpz6wYitSo?Kv!PN0q!_b*rl?Eo9yP
zS|!I?4NbQ=y{V3WP+Z7A6O(;-IOyvf))pRtW^$h;V+=
z@!YAjA5NT6MNsd;%GgIr4tmsdtY5d&wnS-a_m=t;hO^x|jFTv>!<>+n+{48AlQXZD
zcX1iNEdK%#=X#A>J~eoE-v8CTH*`l4K)gHtW-tH%9{>&Vr+fe3Indvo{J--dkoV7&
z_uBuxx5}i6KhpHz^N{YKC2x8jTM?K9XX*f5oqG^d?-!9EN_MZhC6T#VaB8+`2eK)(D
zTT=Xb(T$Sz7)vBup-`f`iEv(#f-g1t%J(qHr-d+OT#NiKz!xSsn66*p(wTMUrq-FO
z#liK~nsG(v_`cjf4-Pb)_qv{$Kq$iehTQhh=a{Y_tiU
zm_zzAV`i4r#emaakYQJF%JDW=WurrR0~$q%SSK;-phuShE1lkleyDFJCXeTiN6x;`
z04#iIAcp6tVWtGcfjfnEqBXfrf7*%1FP1)_ULxwuZq+*dA@Oyv`qj>QlLMg>(kyOb
zolU-dN6B!LjmjI|?ZS7F$OR8lKd63a0kNCwtmUOHU@asP&J^K21Raoxn|TB-zWuY-e))nd4J6>7KkONiwY2XhQXfFo1-AqvQ%m7
z)#skf7n#*Pj}}q=W6-HZ4b{{ehsr*HT;}Y^9A`NzSLyhYo>#BCgP#o&J=wljBg=(E
zz5IxzMhP9TNwswMi|)B^FApXcKNU7!ZwJ!cc!4{)FBgXm8-8ybw|#lH^GW6c0-jH|
z=AV4tLLh#aU$nvt^f7I3LUKd2SkhrxWB>>n(vmnMKQPGLB*piG)8N2)(UE}pnn1ub
zZbA+>?&wj>h9Eq=UgZcqFdEAQ(0@HvvH>7bk%Ns^TDMp4)94sw1mBG;*GG3CY(?0f
zZKb9Sjj0auHJ9Ow59fJCNv8E9lS=~F#Ic~YzVY`h)gFW7FpnPU`o}S13)--apzyO7
zlp(iAnjEI3#N^$y7-a=@7z#$ny+D6Xmu%zsP**1UjdADMf!ff<4BkXp{7eL8S(31N
zX^xQ->-#J*33{}7xO3LHTr=~5ei*a8*1DgddR>GmD9~ouSJD!Pt02khKW7t1CSL-SCq)pZ^s%F|S!Dca7ZbcbBrY(iRfjMMs
z7koktYYCAXG_Ss`)k_vyDSaIig2TLHLcvi;uRr2qRHQsUSKO4;I$~nto1$$mHVsWX
zzklbU$JGA`SU*%W-lY*Q1f(ZLdxl%xhekCCBr%Nr0QubPLMsM;k40j|V_Ek_&Cbql
zr4Qk@s(^BE#F-}Vt@@Fd^6S&WS+vEhiE)oEkPN1Z0$}0;VVa_0D6)I3IXT3;ZAbAz$xd3FhjtZq
zY=WtmAfNX*Jj(mNw`3{2*u81g#WMS?^Lm=E!o9>*SWNFwG_@f+P;{K4n0pn)^1+ib6;
zui?l?q<}{zz4bAXD#VBkDem;l`OdY)p-f02!#GX6z#d^+oC&(riQycH|mI2`7p(3Mh?^@CF_KMELxjn|1b7E#uUOX(-?6yLE2+
z6qYjBmm)1k|5BCN9DyHe#0JJ{yS_ncsqHP!dhVZ(%jF{$1(2oZB1hn@BI`o5XRMWZ
zh63|g*C|*lCd04!5t<9t36PK5m0R5Ot!H<W
z*02mm9Hu-sAz${VkwV#8(4ws;#AmBq1N{mYkOD(F5P98MFNmZI!>R59ZO$To)hVby
z>UgjBT<`Pir>&$FvsSCXsF*l6uPrlV@GRixy9k+FaBYiLh>e$y*>|4Q*04=e?l((aPmS&Z!W3e|?j%
zYHT~*_30nO;P-xuWD;-yfEWI6AIr{WE-sdK=FWeFz(#dj`&CZ(SHG_>VPA8BF{evX
zR&)f3tZi-<%|??Bxn?@@!AAq}yT!{6Z!c8Kk+V%4tay700_QZ@d4O@q{H4{Ris)P$UG?At_*_>!B1J<|_!*Xr61C&Zy
zkbY^{xC2cc8$IMa2J;e0hNOEzn2tcnI-T+PNV%W70UM{7^cd+--FlzJ33DZo`AM<&
z9xi!frN)>5V=9Eo*+VScSMdyWy$6edT*OpI4OD&kQT@Epk1%O8E_FO{lb>h4E|J8z
zNfOY0XWYJK$0j;NtQ>18s44pj*-n}vT7P)n{7W-u&8{t;st_45*$9cI%)F50ZA);x
zpW(7FC5ty5!t^I>@gxVarhTre=Ki!7V?Bk5y&-_gL#Y_o@`JQ$2z3(+T?ux;hHrgJ
zc<+rPsb$DGVycx=z<02~(-@JSfNO$8szuFWjL`sF;?~qa?k-^;bT5!3S>eJa
zOt)&+ipGot!(Nmi1c3~1Yb8T8E&7pTg+Xl1b0MFjD+vkEkL_d-Khi}@o&+yp0~JO%
zcy|WEv@JoS-JV{=!3E#|&O482$%FffTNvW)p{!jAEZ(TJ(&cOk%ELPPg0`I*EXt{x
zfncCb&7oJs$|trt_KY-}G`^%gO?_|v%r5&5U}l~ISlV!I&ZTbg#~VCSI_E*NS0PA&
z!fgXs#5YRw2D*b=ownRTZs7u9J-Q?A%uxjvkEqP|L5B0G
zZz`rJNalrU32!l8he(ta15v}wnNUVqS?r{AOjs}Ghw8;uUX^v4A5x_Py{xaP85wai
zI&;y^F5vs4zm-U8nO9nfw1S(QHPgTJ6bNf#OyZj*s|?LDW^LU#p-_i
zX#CiM?mD069Z_Damo1GfRz<$`6w64d;hM@#i>UGfUha8$D73=sdbmu9J31Bnna6Z&
z>B#uUTV}JFyqT3WdX17ATS|^?P?^MtTM3v-HtrAD2jfQIGP_OPw6RgpGFEcd=K!~k
z1JnGZ&j$#fZI(tzD5JQwPD~vs@wk?Uhus)g$#hxor(NtUcfaJRo;W(rZcT}v!H&XY
zdw3aYxi{#tVw1xb3qqvDV}3XKq(v8=D7@RU-yDtW*$V&5f;WfN!3GGlg@P!$gJbw9
zxm7TbZMl~2M?{~NG|!2Dr_rD`7iO@QE4OVXfG@F_7PV}Q`nc6&OVm2`TJiRe4u$$w
zBYFJ&(+ui8sYd;GUTx=UYi#E9?o$5nDC23Xv8(LJq33YB1mNrE%9LZx$o92iHnn1S
z=);&@#pElfsZaq$KCKgDHz-ermofKZ
zHG7{fVQ$q)GI#4Qec~6;pRkd!97mIdpoH^QNPgMcUk9GIpa7Q=CDScHf+{SshTwSS
zx#N(P9i_3=7wMwDC>npMG3kxhtg27XtBQxY!e6A$b)q&dKzBG}+AuU*Z1q@-OO@<|
zFad*C%r-6?Is57WB|>2l`%y2R0~DP0W{qK#C>l25vK$OnJm6~uq9t?e4N(-_P(mkz
zC3ozuyHtZ?(WImCIv9gfpOFJOSwF7+9xfA|LF6ykuUreu%!L_0z-D3a;3pr(pyR%l
zlQRn7$flD}pbEbf<%fspNfOTAX;gJN@|B+)7dL%q+%VsAb{2KZq*-4Y=vB+yvvo5xv1CkVkDs^)Ut(MtU){HxQhe^2yHm972U!|=@jAz@;(gF=HMfZB3XGm7?#@NBMn~lk-f+IxGn;YFbJ9o35m75`U}iQGE+P$`H&C(RgLb78
z)Ho2Idp0@FRO2qIiycYID5KJBLoh!yO>{Qd
zpx8t
zWcLHTo6#FtyCBx(xtS3+gDV-SRQjc1X$ZWlf>)LLfZm(@K{AdaRyqn~s*{OuQM
zpS4^576v3~()Ht3htA{S7)%Q
zmGY&oN34Gunt>owm{LUs0JzEk0HlBSeP8?!%Ci4(n5r&V!O-;MGYDD+%6B78kb
zrFz=YR5Bgw#g$l-k&$a;?8tCIe>nftl$wn;5bS!U4_?#8=!>Zpblcy}A)TLCi}6~B
z-fnF(zzsb0ziD~#b3bi4pkJ_#7jSm*5c#%s`8l$~Mkanik*QD4jU)7AdRkQY^tKv@
zR1_
zoHHP$%TI_;L?|x-NpT*OIPueQ*uZ?tYh+e=nP`_6C0t9JZd*+$pYKMo`3oxjJFpF!
zS7KIVIfyLP@$BKIQv0DZ6}{dyBSReB|5c}-5HKjpi#l^C4kcBWGWG8L_~PuO>$ZG~
zR#0hsI-iq=v=~6Q9uM|p8m>ZtJ1vgrmvbvjdf!mqYuj5q)@sZF|ShKV~njw$x4X62$9_D56SI}{_4S4O31I8@axUs6#$o5MJ|7)3OBJ-
z(v(<@ZTrFP)`V4_f7y+jc~X&|O@u(5USdNfPwM!j_}u>yaKwNg
zhC9QFSeNgJuPwa8Srj>iU-y;%
zqkw!b2rgb6+=tu+*4DSyklfvG?%q#TUbcFbV|1c1%Z&BXWSMJad?ZKOEplhXm4Qf=
z&a}MPm5TdG1|L#kHY7Az?pySmhapn*Xt5Z0IP?
zCJGs2Q3Q`WD{*|F<+n>x)gh4uy&e}1eY&9ATB-YE0?S%Y!cowSL
z<(J{RYC9+}m4kQ;bx6jUbd(nMmRA{Bx0N;+Rl-N)D|o4ux4~|$E1Fzu{kR~yL!Lqu
zL2jC$NUu~S4TEuD%
zalWmtBAo}V+K|u6axt>{r)g<@lwp=tf%!FL?{lY+iKrh=#_3DOy#iNo6%X1G2_w&p
zOC1#+|BaPJ-XzhvwC@?|Q??mhoW(T%p6*7HsuRgKyk^})DX4&EQC%P8%P>Rsq6ukOB634h3#}fO#%5}JG#WED(z_Ho9(gWjw%i4yf=S`^N?UG!W
zBTLd!E$^Wv%xd;ov(3j5ywnmtdZR3JKKc}S4!Vw;i_E?Is#u4WJptF)pAOx#48Zaj
zovc%*qLumy2!)PL3lW-LG3?O_i1^QbnU1UXXmP8Ag(MvBQ&V=yKiZu{TwqRE-f+iQ
zcqlB&?~Xbs1=lo^4)hbQ(_D*>@9?m)p9JP^$e{G9&;gj`nLtG3|34TqD7mWP8M$hBASO+)ARLBpUPw6+
z+YQ$L3yuNv|DipX$C5VD!}f_+XoFjqA9WjV-%}3f%%7F)@T}H|%8yd;D&88P)3n@(
z8u>jq)gQ$L;yqHoWzZ<`FjTCz9;HIhg-qqvwC7&b%|La#jPSzcS7(4;NEyf|s${sd
zb=txtc1op{tfm?+a2-Z=HZbgiR2^z*{NnU!6D)r?mJ@@fT7~<6@!Eu0hWVR_(*6I4a7jFr5Db5ng)07d
zS1M30lp0-(OJew^QsO|YdB9+<74)7QTkuhVwwe-qsW_8O#twy1D)Cvc4bFC8gV{j>
zz1Bj`a$?A42E9-<&7|XUqFg3kKG54PxSO>dMbU@b=;B*@{xp0?{;$$OGZ|aeXSn$o
z|1Y>{^ju}{$DdVq>c7aBzr(VubereI*%)-J3ReU;JKpc~|0aINHYxF41fK+7mb~w~
zD#whauKl5h{aueT-h8V~SjEjpH5-3X7RCkg~aL60G|~Jt*4^vhJlz{oUT5
z&EIOsUFju*#*)q(HN7S*W4^q9->J$@3FpkB9Fk)(G7jK#?MOS{7adXfq!kNk!J7gU
zx6uL;6lfc;IX4-${a9(WYKlWKai&A6xgv=zp9l-n04l@+<(3$UfE_=5Zj~Bq7Dga?
zk$`i`*Ln>ZJ|*ec0d=pn8IR-38A`Ur8!I=j*2*oWr7X5Cex|W6KQ0rv+Ad?XC|m4(
z%0n4yj7u3k$)Eija5ZR$gGC!j+Z!S?aBJzq%
zMCvN}_Vh-(-jVOeGEFLD6C0i#NXX-J}1|eG6gUU%*UoiRH~)
z{&k`Np
zjol;&CVULb{6ylPI=?pqIlKFIH)qg?+%6B!+^H+t2z=G&e@uerF+lSWRJD|(G>EFu
z`*q5EDddv`mU-j)n&3*?^lVFA1srxYqW(rZ8jPJYGM%Eh;ykxZP3;V`MW92py!vA+aHpVlo{uZCjl7^p}h7}1O2B-Q3yndb=>*QAeZr(<*L(WSxV
zE`A?bY9B8rmfu6J)-u*#s*yOuSzDdKPvAbnny+2E?j(Hv$e>rn#q?9h+pTJGCZgV`
zc3vj5e8!2b#hG`i((Ns~$-4Db{hnRu77~_R!|<~)I|Nm7`s}UpTR57>YRdA%H*&iZ
zI&g`g=GMrPE`8r3ThD<|nX@`!sq{FO>2y%UN}-b+6`F0}poZE8Fl!+QW&vjpzJ5T!|?Z^7Lq@yJA
z4aL^x=N{$iv
z2yDVl!-n{I*4+n(_vf>#L2T}@amg!Wd`qdgW~(x1XhapIs+S@^o_r;%Z+~+d3SZ!e
zohvLm14{s^g7lXX;izV<3{G_qePgrXDZ#5|md>S-F7$Y&NFJk$^Qg|rIL44Ygy%O=x7#Dk=0aA_F$v(cb#MyB`P=hcZe=_dXcQ&JiiD;91*v%jn=g
z9Cyio#nDd(9yhJ}wjHlLI+@Ge!SGwSK;R)bzcZFg8&}a!UToP~O|-)MsEwwDdhd{z
zoE&}G>^~w@8W4*=F`E{(GB(s3szu*MUw@#jC4sMllmN=ysEcMkA++>;vN;YA)rl%y
zTsdg{xx<@V54HnTs-6TxG8zSeo*3BKKbsynB&UG$`fO&@Z^z*{xl2&$fFfmOIl?O~euMisE4(
ztha88x@1N0`l|I5=!^Vub*3@;xveUC3`1Ujn4o>VZlsIu-QRmmp!hY#r|a{N??d5M
zTGQ&CrhE?bx540#@2d$^jf`!~{um72O_7SrVnl!E8a)vq-^0iZmrIE^h#h?in^fiF
z83eCb68EDR>p5>A){zp=50h34LLG0|7`hIVJ0of?xLA+{({S3C=$gJyFQVCVV!Q6?
z0iF$ZLxm0}qf6Ik^q6c4j0=2f-;iY?NAO4o8qpk#PsLD|2mx5l0|gaQWR1;>8$Un-
zZ)uQ4-zrCW%0;E%4Xy&S^pL~0rtKM@Fe68q<(H!hQVhSh{t|2ejgS_elv$c(Z<%J7
zF8QLK46>OmrgROyb>$zCh$-n%j!`;(USx*-qOgr2!w#ildB9?Zyn`v{r?FQQ%fR@FPHMS~Cj*|Y?j3%Sj>LFDG
zifOc%iOwQ`zljp!HWSlFoCCErjC3NHiH0!Fd=%hFFd4o%U`Hf}Gk}X=(9qtp8@m5I
z$u_gLVBij7U?c%ChHNx3R6~l=%{fWxXf6B3D@CeS$_9>N}UP$uX$zq!raMd#>HMpcOGk
z=c%5uFRMeTVG}+5^_x~5d!jshuyjUu5$TRjs=njpl3T*fTWA!~17^#czJpmuBR@ei
zTv_x}82hM+<(wIU<3n&;gbwoUjG55aP%xJ(Ygq#{+msPLa8D0EnW{G
z{%GLIs|1l8*nZDHPE%y|tSdUddy3O{>qL2Hk-byL6rJoHoPj3xPJbHaJC*)_sAKPs
zE;><9q5lJV=(*f4B!qkVFKm9SdTFK0^Qq~ag_nq1HvJgV{#D04Y0Wz3I}DvXL{pwz
zo$(4t_3(Fwm8Emw2~^@BRO*iT3urgZ*&+8-wXrnvW756gY=$$9t=*#;lbU9m1FE>u
zXog@lMK*&s;I`SbID@ISg35TF!jJpq%!%B&nQRNmwuiV5s6#E9frZ)JkvhGKNRbCr
zBg-Gk+>1}ZIr|j@!T0DWP=1i;^#))A|VE^p7Jr~tC0rig9!`&zJ14M##*e?9;!2LW6A5nkr%74
zVD|D0I-WvB3;my7B;eir|qRdksaOPz!>+;4!1dzQ{>5Q?r{v2#m4;j4#E`6G#}y^8=5GZg&p|-}{@z}3
zhTNW+O>E`oJfHB^U+-Rqb{ifW^RC-!?PHCR1VaBJl7N8Hzo%LMyln7)zm&hqe^^AQ
zDD$5R{&Qi|Ur+!b_dUD#+cKx$fxoZ#_zT+e&hY#%>py;n|0kpPFE9X*^UjL-|Kb<_
zuIYDD>0i3`5dSX})8AG6PRRL7#mW1O`kxo`cY4n6@ZYE3|AO=3{tNyelkvaff1kqp
z3(rOP@8Gq-_!5E!0inG0{@nb|E}Tpgz+y8(v1Jo@E_^p@A&@=>wlpEfL&$)
q;J*a<-{Jr1YyS?9W&0caU!GS{2IAek008*+AIQ6fvT^=#^uGW|^j)X`

literal 0
HcmV?d00001


From 2c0c439a4417d87aa712964acadb8618ea96ee65 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" 
Date: Tue, 12 Nov 2024 14:56:34 +0000
Subject: [PATCH 21/31] chore: bump version to 2.5.1 [skip ci]

---
 CHANGELOG.md   | 11 +++++++++++
 pyproject.toml |  2 +-
 2 files changed, 12 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index 76963f6c..a28b775c 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,14 @@
+## [v2.5.1](https://github.com/DS4SD/docling/releases/tag/v2.5.1) - 2024-11-12
+
+### Fix
+
+* Handling of single-cell tables in DOCX backend ([#314](https://github.com/DS4SD/docling/issues/314)) ([`fb8ba86`](https://github.com/DS4SD/docling/commit/fb8ba861e28eda0079daa44fb1ea3ed17745f1d2))
+
+### Documentation
+
+* Hybrid RAG with Qdrant ([#312](https://github.com/DS4SD/docling/issues/312)) ([`7f5d35e`](https://github.com/DS4SD/docling/commit/7f5d35ea3c225ce1ce7328825842f98755c0104f))
+* Add Data Prep Kit integration ([#316](https://github.com/DS4SD/docling/issues/316)) ([`93fc1be`](https://github.com/DS4SD/docling/commit/93fc1be61abfe0669daf26c0984a51ec8675bf62))
+
 ## [v2.5.0](https://github.com/DS4SD/docling/releases/tag/v2.5.0) - 2024-11-12
 
 ### Feature
diff --git a/pyproject.toml b/pyproject.toml
index 95db5643..1865e2a7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "docling"
-version = "2.5.0"  # DO NOT EDIT, updated automatically
+version = "2.5.1"  # DO NOT EDIT, updated automatically
 description = "SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications."
 authors = ["Christoph Auer ", "Michele Dolfi ", "Maxim Lysak ", "Nikos Livathinos ", "Ahmed Nassar ", "Panos Vagenas ", "Peter Staar "]
 license = "MIT"

From c9341bf22e08920284cbc14821c190eaf6abf8a6 Mon Sep 17 00:00:00 2001
From: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Date: Wed, 13 Nov 2024 08:45:28 +0100
Subject: [PATCH 22/31] fix: skip glm model downloads (#322)

Signed-off-by: Michele Dolfi 
---
 docling/models/ds_glm_model.py | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/docling/models/ds_glm_model.py b/docling/models/ds_glm_model.py
index e63bad3a..0a066bfa 100644
--- a/docling/models/ds_glm_model.py
+++ b/docling/models/ds_glm_model.py
@@ -43,7 +43,8 @@ class GlmModel:
     def __init__(self, options: GlmOptions):
         self.options = options
 
-        load_pretrained_nlp_models()
+        if self.options.model_names != "":
+            load_pretrained_nlp_models()
         self.model = init_nlp_model(model_names=self.options.model_names)
 
     def _to_legacy_document(self, conv_res) -> DsDocument:

From 5a44236ac27b27021644ad2923b9e5817cbc7657 Mon Sep 17 00:00:00 2001
From: "github-actions[bot]" 
Date: Wed, 13 Nov 2024 08:19:09 +0000
Subject: [PATCH 23/31] chore: bump version to 2.5.2 [skip ci]

---
 CHANGELOG.md   | 6 ++++++
 pyproject.toml | 2 +-
 2 files changed, 7 insertions(+), 1 deletion(-)

diff --git a/CHANGELOG.md b/CHANGELOG.md
index a28b775c..eda924de 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,9 @@
+## [v2.5.2](https://github.com/DS4SD/docling/releases/tag/v2.5.2) - 2024-11-13
+
+### Fix
+
+* Skip glm model downloads ([#322](https://github.com/DS4SD/docling/issues/322)) ([`c9341bf`](https://github.com/DS4SD/docling/commit/c9341bf22e08920284cbc14821c190eaf6abf8a6))
+
 ## [v2.5.1](https://github.com/DS4SD/docling/releases/tag/v2.5.1) - 2024-11-12
 
 ### Fix
diff --git a/pyproject.toml b/pyproject.toml
index 1865e2a7..49291d24 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "docling"
-version = "2.5.1"  # DO NOT EDIT, updated automatically
+version = "2.5.2"  # DO NOT EDIT, updated automatically
 description = "SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications."
 authors = ["Christoph Auer ", "Michele Dolfi ", "Maxim Lysak ", "Nikos Livathinos ", "Ahmed Nassar ", "Panos Vagenas ", "Peter Staar "]
 license = "MIT"

From 8b437adcde4acc1d309c81c707c264bcca05d394 Mon Sep 17 00:00:00 2001
From: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com>
Date: Wed, 13 Nov 2024 10:08:24 +0100
Subject: [PATCH 24/31] fix: reduce logging by keeping option for more verbose
 (#323)

Signed-off-by: Michele Dolfi 
---
 docling/cli/main.py | 16 +++++++++++++++-
 1 file changed, 15 insertions(+), 1 deletion(-)

diff --git a/docling/cli/main.py b/docling/cli/main.py
index 60a3c296..b79b7b9f 100644
--- a/docling/cli/main.py
+++ b/docling/cli/main.py
@@ -185,6 +185,15 @@ def convert(
     output: Annotated[
         Path, typer.Option(..., help="Output directory where results are saved.")
     ] = Path("."),
+    verbose: Annotated[
+        int,
+        typer.Option(
+            "--verbose",
+            "-v",
+            count=True,
+            help="Set the verbosity level. -v for info logging, -vv for debug logging.",
+        ),
+    ] = 0,
     version: Annotated[
         Optional[bool],
         typer.Option(
@@ -195,7 +204,12 @@ def convert(
         ),
     ] = None,
 ):
-    logging.basicConfig(level=logging.INFO)
+    if verbose == 0:
+        logging.basicConfig(level=logging.WARNING)
+    elif verbose == 1:
+        logging.basicConfig(level=logging.INFO)
+    elif verbose == 2:
+        logging.basicConfig(level=logging.DEBUG)
 
     if from_formats is None:
         from_formats = [e for e in InputFormat]

From bf2a85f1d45bcff38ff5f9b6269dd1edf7cff0ae Mon Sep 17 00:00:00 2001
From: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Date: Thu, 14 Nov 2024 10:42:02 +0100
Subject: [PATCH 25/31] chore: fix Qdrant notebook Colab link (#319)

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
---
 docs/examples/hybrid_rag_qdrant.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/examples/hybrid_rag_qdrant.ipynb b/docs/examples/hybrid_rag_qdrant.ipynb
index 71f3c1c1..bbc8e575 100644
--- a/docs/examples/hybrid_rag_qdrant.ipynb
+++ b/docs/examples/hybrid_rag_qdrant.ipynb
@@ -4,7 +4,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "\"Open"
    ]
   },
@@ -12,7 +12,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Hybrid RAG with Docling and Qdrant"
+    "# Hybrid RAG with Qdrant"
    ]
   },
   {

From 8533039b0c0eff131b524da765f15c3279b554c5 Mon Sep 17 00:00:00 2001
From: Maxim Lysak <101627549+maxmnemonic@users.noreply.github.com>
Date: Thu, 14 Nov 2024 13:33:34 +0100
Subject: [PATCH 26/31] fix: Fixing images in the input Word files (#330)

* Fixing images identification in the input Word files

Signed-off-by: Maksym Lysak 

* Populating extracted image data into docling picture for wordx backend

Signed-off-by: Maksym Lysak 

* Updated tests

Signed-off-by: Maksym Lysak 

* removed base64 dependency in msword_backend

Signed-off-by: Maksym Lysak 

---------

Signed-off-by: Maksym Lysak 
Co-authored-by: Maksym Lysak 
---
 docling/backend/msword_backend.py             |  37 +++--
 .../docling_v2/word_sample.docx.itxt          |   2 +-
 .../docling_v2/word_sample.docx.json          | 144 ++++++++++--------
 .../docling_v2/word_sample.docx.md            |   2 +
 4 files changed, 107 insertions(+), 78 deletions(-)

diff --git a/docling/backend/msword_backend.py b/docling/backend/msword_backend.py
index eb7b75cb..089e94c2 100644
--- a/docling/backend/msword_backend.py
+++ b/docling/backend/msword_backend.py
@@ -9,10 +9,12 @@ from docling_core.types.doc import (
     DoclingDocument,
     DocumentOrigin,
     GroupLabel,
+    ImageRef,
     TableCell,
     TableData,
 )
 from lxml import etree
+from PIL import Image
 
 from docling.backend.abstract_backend import DeclarativeDocumentBackend
 from docling.datamodel.base_models import InputFormat
@@ -130,13 +132,8 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
     def walk_linear(self, body, docx_obj, doc) -> DoclingDocument:
         for element in body:
             tag_name = etree.QName(element).localname
-            # Check for Inline Images (drawings or blip elements)
-            found_drawing = etree.ElementBase.xpath(
-                element, ".//w:drawing", namespaces=self.xml_namespaces
-            )
-            found_pict = etree.ElementBase.xpath(
-                element, ".//w:pict", namespaces=self.xml_namespaces
-            )
+            # Check for Inline Images (blip elements)
+            drawing_blip = element.xpath(".//a:blip")
 
             # Check for Tables
             if element.tag.endswith("tbl"):
@@ -145,8 +142,8 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
                 except Exception:
                     _log.debug("could not parse a table, broken docx table")
 
-            elif found_drawing or found_pict:
-                self.handle_pictures(element, docx_obj, doc)
+            elif drawing_blip:
+                self.handle_pictures(element, docx_obj, drawing_blip, doc)
             # Check for Text
             elif tag_name in ["p"]:
                 self.handle_text_elements(element, docx_obj, doc)
@@ -491,6 +488,24 @@ class MsWordDocumentBackend(DeclarativeDocumentBackend):
         doc.add_table(data=data, parent=self.parents[level - 1])
         return
 
-    def handle_pictures(self, element, docx_obj, doc):
-        doc.add_picture(parent=self.parents[self.level], caption=None)
+    def handle_pictures(self, element, docx_obj, drawing_blip, doc):
+        def get_docx_image(element, drawing_blip):
+            rId = drawing_blip[0].get(
+                "{http://schemas.openxmlformats.org/officeDocument/2006/relationships}embed"
+            )
+            if rId in docx_obj.part.rels:
+                # Access the image part using the relationship ID
+                image_part = docx_obj.part.rels[rId].target_part
+                image_data = image_part.blob  # Get the binary image data
+            return image_data
+
+        image_data = get_docx_image(element, drawing_blip)
+        image_bytes = BytesIO(image_data)
+        # Open the BytesIO object with PIL to create an Image
+        pil_image = Image.open(image_bytes)
+        doc.add_picture(
+            parent=self.parents[self.level],
+            image=ImageRef.from_pil(image=pil_image, dpi=72),
+            caption=None,
+        )
         return
diff --git a/tests/data/groundtruth/docling_v2/word_sample.docx.itxt b/tests/data/groundtruth/docling_v2/word_sample.docx.itxt
index dbce1f7a..ce60ad26 100644
--- a/tests/data/groundtruth/docling_v2/word_sample.docx.itxt
+++ b/tests/data/groundtruth/docling_v2/word_sample.docx.itxt
@@ -2,7 +2,7 @@ item-0 at level 0: unspecified: group _root_
   item-1 at level 1: paragraph: Summer activities
   item-2 at level 1: title: Swimming in the lake
     item-3 at level 2: paragraph: Duck
-    item-4 at level 2: paragraph: 
+    item-4 at level 2: picture
     item-5 at level 2: paragraph: Figure 1: This is a cute duckling
     item-6 at level 2: section_header: Let’s swim!
       item-7 at level 3: paragraph: To get started with swimming, fi ...  down in a water and try not to drown:
diff --git a/tests/data/groundtruth/docling_v2/word_sample.docx.json b/tests/data/groundtruth/docling_v2/word_sample.docx.json
index a1ccaa13..8c6e6298 100644
--- a/tests/data/groundtruth/docling_v2/word_sample.docx.json
+++ b/tests/data/groundtruth/docling_v2/word_sample.docx.json
@@ -30,17 +30,17 @@
     {
       "self_ref": "#/groups/0",
       "parent": {
-        "$ref": "#/texts/5"
+        "$ref": "#/texts/4"
       },
       "children": [
+        {
+          "$ref": "#/texts/6"
+        },
         {
           "$ref": "#/texts/7"
         },
         {
           "$ref": "#/texts/8"
-        },
-        {
-          "$ref": "#/texts/9"
         }
       ],
       "name": "list",
@@ -49,17 +49,17 @@
     {
       "self_ref": "#/groups/1",
       "parent": {
-        "$ref": "#/texts/5"
+        "$ref": "#/texts/4"
       },
       "children": [
+        {
+          "$ref": "#/texts/10"
+        },
         {
           "$ref": "#/texts/11"
         },
         {
           "$ref": "#/texts/12"
-        },
-        {
-          "$ref": "#/texts/13"
         }
       ],
       "name": "list",
@@ -68,17 +68,17 @@
     {
       "self_ref": "#/groups/2",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [
+        {
+          "$ref": "#/texts/20"
+        },
         {
           "$ref": "#/texts/21"
         },
         {
           "$ref": "#/texts/22"
-        },
-        {
-          "$ref": "#/texts/23"
         }
       ],
       "name": "list",
@@ -106,14 +106,14 @@
         {
           "$ref": "#/texts/2"
         },
+        {
+          "$ref": "#/pictures/0"
+        },
         {
           "$ref": "#/texts/3"
         },
         {
           "$ref": "#/texts/4"
-        },
-        {
-          "$ref": "#/texts/5"
         }
       ],
       "label": "title",
@@ -140,43 +140,32 @@
       "children": [],
       "label": "paragraph",
       "prov": [],
-      "orig": "",
-      "text": ""
+      "orig": "Figure 1: This is a cute duckling",
+      "text": "Figure 1: This is a cute duckling"
     },
     {
       "self_ref": "#/texts/4",
       "parent": {
         "$ref": "#/texts/1"
       },
-      "children": [],
-      "label": "paragraph",
-      "prov": [],
-      "orig": "Figure 1: This is a cute duckling",
-      "text": "Figure 1: This is a cute duckling"
-    },
-    {
-      "self_ref": "#/texts/5",
-      "parent": {
-        "$ref": "#/texts/1"
-      },
       "children": [
         {
-          "$ref": "#/texts/6"
+          "$ref": "#/texts/5"
         },
         {
           "$ref": "#/groups/0"
         },
         {
-          "$ref": "#/texts/10"
+          "$ref": "#/texts/9"
         },
         {
           "$ref": "#/groups/1"
         },
         {
-          "$ref": "#/texts/14"
+          "$ref": "#/texts/13"
         },
         {
-          "$ref": "#/texts/15"
+          "$ref": "#/texts/14"
         }
       ],
       "label": "section_header",
@@ -186,9 +175,9 @@
       "level": 1
     },
     {
-      "self_ref": "#/texts/6",
+      "self_ref": "#/texts/5",
       "parent": {
-        "$ref": "#/texts/5"
+        "$ref": "#/texts/4"
       },
       "children": [],
       "label": "paragraph",
@@ -197,7 +186,7 @@
       "text": "To get started with swimming, first lay down in a water and try not to drown:"
     },
     {
-      "self_ref": "#/texts/7",
+      "self_ref": "#/texts/6",
       "parent": {
         "$ref": "#/groups/0"
       },
@@ -210,7 +199,7 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/8",
+      "self_ref": "#/texts/7",
       "parent": {
         "$ref": "#/groups/0"
       },
@@ -223,7 +212,7 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/9",
+      "self_ref": "#/texts/8",
       "parent": {
         "$ref": "#/groups/0"
       },
@@ -236,9 +225,9 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/10",
+      "self_ref": "#/texts/9",
       "parent": {
-        "$ref": "#/texts/5"
+        "$ref": "#/texts/4"
       },
       "children": [],
       "label": "paragraph",
@@ -247,7 +236,7 @@
       "text": "Also, don\u2019t forget:"
     },
     {
-      "self_ref": "#/texts/11",
+      "self_ref": "#/texts/10",
       "parent": {
         "$ref": "#/groups/1"
       },
@@ -260,7 +249,7 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/12",
+      "self_ref": "#/texts/11",
       "parent": {
         "$ref": "#/groups/1"
       },
@@ -273,7 +262,7 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/13",
+      "self_ref": "#/texts/12",
       "parent": {
         "$ref": "#/groups/1"
       },
@@ -286,9 +275,9 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/14",
+      "self_ref": "#/texts/13",
       "parent": {
-        "$ref": "#/texts/5"
+        "$ref": "#/texts/4"
       },
       "children": [],
       "label": "paragraph",
@@ -297,28 +286,28 @@
       "text": "Hmm, what else\u2026"
     },
     {
-      "self_ref": "#/texts/15",
+      "self_ref": "#/texts/14",
       "parent": {
-        "$ref": "#/texts/5"
+        "$ref": "#/texts/4"
       },
       "children": [
+        {
+          "$ref": "#/texts/15"
+        },
         {
           "$ref": "#/texts/16"
         },
         {
           "$ref": "#/texts/17"
         },
-        {
-          "$ref": "#/texts/18"
-        },
         {
           "$ref": "#/tables/0"
         },
         {
-          "$ref": "#/texts/19"
+          "$ref": "#/texts/18"
         },
         {
-          "$ref": "#/texts/20"
+          "$ref": "#/texts/19"
         },
         {
           "$ref": "#/groups/2"
@@ -331,9 +320,9 @@
       "level": 2
     },
     {
-      "self_ref": "#/texts/16",
+      "self_ref": "#/texts/15",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [],
       "label": "paragraph",
@@ -342,9 +331,9 @@
       "text": "After we had a good day of swimming in the lake, it\u2019s important to eat something nice"
     },
     {
-      "self_ref": "#/texts/17",
+      "self_ref": "#/texts/16",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [],
       "label": "paragraph",
@@ -353,9 +342,9 @@
       "text": "I like to eat leaves"
     },
     {
-      "self_ref": "#/texts/18",
+      "self_ref": "#/texts/17",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [],
       "label": "paragraph",
@@ -364,9 +353,9 @@
       "text": "Here are some interesting things a respectful duck could eat:"
     },
     {
-      "self_ref": "#/texts/19",
+      "self_ref": "#/texts/18",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [],
       "label": "paragraph",
@@ -375,9 +364,9 @@
       "text": ""
     },
     {
-      "self_ref": "#/texts/20",
+      "self_ref": "#/texts/19",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [],
       "label": "paragraph",
@@ -386,7 +375,7 @@
       "text": "And let\u2019s add another list in the end:"
     },
     {
-      "self_ref": "#/texts/21",
+      "self_ref": "#/texts/20",
       "parent": {
         "$ref": "#/groups/2"
       },
@@ -399,7 +388,7 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/22",
+      "self_ref": "#/texts/21",
       "parent": {
         "$ref": "#/groups/2"
       },
@@ -412,7 +401,7 @@
       "marker": "-"
     },
     {
-      "self_ref": "#/texts/23",
+      "self_ref": "#/texts/22",
       "parent": {
         "$ref": "#/groups/2"
       },
@@ -425,12 +414,35 @@
       "marker": "-"
     }
   ],
-  "pictures": [],
+  "pictures": [
+    {
+      "self_ref": "#/pictures/0",
+      "parent": {
+        "$ref": "#/texts/1"
+      },
+      "children": [],
+      "label": "picture",
+      "prov": [],
+      "captions": [],
+      "references": [],
+      "footnotes": [],
+      "image": {
+        "mimetype": "image/png",
+        "dpi": 72,
+        "size": {
+          "width": 397.0,
+          "height": 397.0
+        },
+        "uri": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAY0AAAGNCAYAAADtpy3RAAEAAElEQVR4nOydd5wkRdnHv9WTdmZzuLu9vRwIB0fO6ZCcgwiioKiIgGJARBExImZQUFFUBFRML4IoSFSQnCVzwMHlHHZv88Su94/qnqnu6Z6wN7ezdze/z6d3erurq6q7q59fPc9T9RTUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMNNdRQQw011FBDDTXUUEMN5UBUuwI11FAAM4DZwA5AFBgGFgCvASuqWK8aaqihhhrGCGLAh4F/AT2A9NhWAzcDu1enijXUUEMNNYwFnAo8hzdReG0bgU9WoZ411FBDDTVUEfXATwCT0glD3y4Z/SrXUMO2iZpPo4ZqYyLwB+CITcgjDhwPPDyCa4PAFJT/ZDtgOjAeaAfCVhoJ9ALrUaaxBcBiYJF1rIYaaqihhlFAO/BfRqZduLd/A4ESy21DmcKuA54HukdQXhJYCTwAfBs4HGgs+wnUUEMNNdRQEmLAXVSGMCSQAg4oUubBwM9RGkKlytW3t6z851E6gdVQQw011FACvkPlhfZlHuUEgBOB+4D0ZijTa8sATwAXAq2b8pBqqKGGGmpQppw4lRfWf3KVsy9w72Yop1zt43PUyKOGGmqoYURoAl6hTOG705SIjIaNYunus8poA64FBsstZzNu84GzqZmtaqihhhrKwkWUIWy72kLyVxdNkm//YjvZ1hAolv4ulF/jpXLKGOXtQWCPSjzIGmqooYatHS3A25QoYI/bs0G+9cvtpXxwN/n6z7YrRdNYhxoaW21iKLZ1o+aWhDb9kdZQw+giWO0K1LBN4SzUXIiiOP/oVq69oItonQEJk1RaIpHFLuvY5BqODlqBa4AEasjuelTIlBpqGPOokUYNo4Ug8JFSEn78yFZ+cdFkAgJISQgI6usMgoaA4sQxIjTFDGZMCDNzQpgZ48N0tgaprzOIRQSpNPQMZtjQn2Hh6gRvrUiyeG2S/mFzU4v9OTCA0pBWAK+i/D3zURMIN6CIpYYaxgxqpFHDaGEPSrDlH7ZLPddd2EXAQA1cBZCSpphBJCQYiFeuQlM6Qhy7ZwOH79LAPttFmdwRJBI2ICRAyhw/CStwglB1isdNlq9P8d/XBrn7uX7+/dIAg4kRE0iDtc1AzSMBVfJGYCHKnPcqahLiG9Si+9ZQZdTCiNQwWvg+3vMosmipD/Dod2ewy6w6iLbDUC9k0iAglZYc8KWFvPDu8CZX5OCd6vn4kS2csHcj49qtfpM0QARBBEAYYBjq18xAJgWmCTKj/keCISAowBT8b8EwP//XBm59eCOpzObRhCysRQ3hfRJ4BngRRSKpzVloDTXoqGkaNWxuNAJ7AR8olvD8o1vZZfsopIPQ0gnDfYAEKQhFA+w8NbJJpDF3ah2Xnd7BmQe3EKoD0gKCjdDYBtFGCEXAsD4JofWnpKnIy8xAOgXJIYgPQWIQ0kPsuV2Umy6ZwhkHN/O5X69iwcrNZlEab22HWP/3o0xZLwAPAc8CSzdX4TXUADXSqGHzYBZqAt8RqAl20wCj0AVNsQDnH90GKRMaW6GuQQluidKHBRyxaz2/f3hj2ZURwKdPbOfKsyfQ0hKARAaCLTBhCsSalFaRNUe5NAUhFJEEQpCx7GWZIASDkLKmXKTVoKjj9m1il6l1vO97S3h2waZrRCWgEfV890WFiO9GEch/rO0NYGg0KlLDtoMaadRQCYSAucCRwHEozaKpnAwO2CHKrMkRyJjQ0AqBIAQjkLR67SnJUbs1Mq4pwLq+TOHMNDTHAvz0ExM556hWMCUkJLRPhfbJYASUFmF6+COExVTppNJ4BnvVb3JYaRzSSmNrJAYgJZOnRrj+gi6O/dZiNvSXXs8KoQ04ytoywJvAo6gRWo9Ti8hbQwVQI40aRoowsDdwAnA0sAsQGWlmh+xUr1qjiChTkQDCUSWshQBTMnFCiBP3buLmh0obnVpfZ/CHz0/mpEOaIW4qbWLCDGibpMhC+pCFBOKD0LcO+jdAMq6utUlCGFnth6AAARs3ZnjyzSH++UwfD786QN/QJo+s2lQEgJ2t7ZPAMpQJ6+8oAtlQvarVsCWjRho1lAOB0ihOBk4DdqNCYTF2mhJRmkAkBkFrGYtoE2xcnUsk4eKT2/nrE70MFRmtFAkJfntRFycdbBOGCW1dOcLIuzOLBYb7YMMKGNxoOeGFU6NAJSMkyCQlD73Qz+1P9vHAiwMsWpPc1MewOTEFNeT5Iyi/x/3AnajAir3Vq1YNWxpqpFFDKZiBWuTofcD+QLTSBbQ3BRRphCKANeS1vkn5EkzLzJOW7LpdjLMPbeY3DxTWNi46vp0zj2yDhKVhROqhY6rad0MYkBqGDSuhd40qzx5B5UgHhAxS8Qz/eqaPn961gYdfHazI/Y8ypgKfsLZ3UeFX/kxuqd0aavBFjTRq8EMUOBTVMz2GzRylNduPD4bVP6aEYJ1yVPdvUEIcdfxrZ47ngZcGWLLWe6Tp3Kl1fPXMcWpioI32SRAMOf0XtnbRuwbWLYFUwjI9efjsQ4JUQvKPJzfy07vW89gbW41/eRZwMSom2BPArcC/UCsU1lBDHmqkUYMbM4DTUSE/dh+tQlf3qPkYytdgHRRCDb0d0LSKjGRKV5jrPj6R076/FNOjX3zFGeNobQ1pWkYMGtpxJBZCmZ/WLVEmMIk3WVimqGdeH+Irf1jDQ68MVO6mxxZCwHusbRVK+/gTikjSVatVDWMOBYdB1rDNIIAaIvs7lInih4wiYQC8sSyhJsylEmRZQ5pQ36K0Dd0PkZScclAzX3xvfqipWRPDHL93IyTt9FLNwwgEc/kKQ42CWvYG9KwCXD4LGwFByoRv37qWI766aGsmDDcmAuejHOePAudSWw+kBgs1TWPbRgw4CTW6Zh5VjBDw2BtDypwkhpQJKRu6w1C+iOF+izis0U2m5KpzOlmxIc2tj2zM5vOBg5tpagkqLcO+PtaSK0gYalLeirfUr5d2ARASrFqf4sLrV/LPZ/s2wx1vETBQoeYPAL6C6lTcilout4ZtFDVNY9vEOJQN+0ngLyjfRVVDyjzz9hDzlyYhPQSDPTkntDQh1qxGPunmJROCAcEvL5rEiXs3Zg8ftkt9Lp20HOuRmMpHGBAfgBVvFiaMsMGC5QlOvHLJtkwYbswCrkSFL/kFsGd1q1NDtVAjjW0L04BvoExQP0cNmR0TGIib/ObBbtUi1y+DVDKnbUgJbZOhocVppspIGqIGf/rSVM44sJlISDCrMwzZJBLCdWoEljAgFYeVb0FiyJ8wgoL5i4Y59uuL+V8F4lxthRiH0kwfB24nF9Kkhm0EtYCF2wamARegbNMTqlwXXzRGDR773kx2mx2BSCt0ba8Evq0lpOLKD+HWEgKC4bjJr+7r5vyjW4nVGZYJy4S2iTBxO+X0XjFfOdX9CEPAQELyqV+s4Mk31eiotClJZyCdkWQy9v+StCmRUhWRMaWnQ34bQRrlNP8J8FiV61LDKKBGGls3ulC9wvOAzirXpSQcslM993xzOg0RINIAnbPUDHFpBaGyzUvJYafwF0BAWHGgLEgTJsxSw21XvwPdK/0Jw0I6IxlMSAwBpkUGGWntm2BK9ZuRKm08KekfztA/bNI3bNI3lKFvyGRFd4pFa5IsXptiXW+adX2ZohMSt3CkUEN1f4JyntewlaJGGlsnulBEcYG1v0XhE0e18YtPdxFEqnDlLROgtRNCdSpe1PCAMjPFBwqTgJQwfVc1ImvFW94jpLxghwhxHMjfdfwvsGaOW/smilkyko2DGVZ0p+juz/DK4jj/WxjnjWUJFqxM0D2Q8ZxvuAUjBfwTRR5PVLkuNWwG1Ehj60IjiiwuRs363WJx0XFtXHN+F5EAkDYhFFYO8cZ2qG9VWsTqBdDf7UMcEgJhmLwjrFxgaSZVau4GajixsH6B9JBaCXD+igQvvDPME/OHeHVJnEVrkmS2DoUkhZrn8QNU+PYathLUSGPrgIEK8fEVRnl+xebEaQc08atPT6Kj0QoxYpuoQhEVCbe+RcWI6luXH6lWSmXWisTU5L0iZqlRh62ZBFBEkpH09WV4Z3WCZxYM89T8IZ5+e4hFa1KkN+/CTpsbG4HrgZ8Ba6pblRoqgRppbPk4GEUWx1W7IpuCxqjBrM4wO06KMGdKhNkTw0xsDbHnrDqa6wPOiEjSIhDDUJFwzYwKYe5GMKwc4F4BCscibI0koKL6DvZneHVpgsfeGOShVwZ4cWGcNRu32MnZC4GrUXM9tpoYLNsiaqSx5WIm8GXgHDYhJHm10FIfYJdpdRw6N8Z+28eYOzXCxNYQkXqDbLOUUjm2C3W0pbSSi/zjyNwiTnnQ1v12JLDMSDYxFY3fZ+ezGT4lO/S6oRz8qzekePrtYf71fB//fXWQd1aN6ai6fngGNd/jnmpXpIaRoUYaWx4iqOikV7CFjIgCJVNndoY5cIcYR+/RwAE7xpg1IQwRa9W8DJYJqoxM3cQgjNx6F8GQGq4bCCrneSBg/Vr/G8Gc49qTQKRVHzO3UJM0rTXD02rZV3sJ2EwazLSWRmpflvAmtZHAEFYMB0F/X5oX3hnmnhf6eeClAV5bEt+SfCEmyt/xDZQGUsMWhBppbFk4CPguKuTHmIchYK/ZMY7fq4HDd2tg9+l1NDUFrGCBsgySsNLZWoW9BGswpEZURaLKFBUMqd8sMfhErPXK3xPFPg+ZIwp7HfFUUo3W0rdM2jKTSW0xp1LyLwBNC4kPZvjfwmH+/lQfdz3bz1srNtsa5ZXGKuB7wK+BLabS2zpqpLFlYALwJdSci4qvZVFpTOkIceI+jXxwXgv77xAjFDXITXgoJQedJIRajzsctTadJMJWuBHbpKRdO+rLQmhEoNfFNCGTUppJYljNRk8Oq9UAHf4Wn6CJJRZtE0h/b5on5g9x2xO9PPDiAMs3eIePH2N4GKU5P1XtitRQHDXSGPs4HfgOsH21K1IIsYjBvJ1jfHBeC8fu2cj4jlBpPgkbtqlJCDVUNlwHdfUQbciRRFZr0GJLbQnIkoHtq7GIJJlQBDI8YJFJAmQml3YkJGKFcgfB2vUp7nm+n1v/u5HH3hgkmR7Tz2sI+CVKk+6ucl1qKIAaaYxdTAS+hZp3MWbf04wJYc6a18KZhzSxy/SoElgpSUlxNexethFQJBFrUlskmosXpRJuOQRRMnQTlYRMRoVJGR5QkxbjQ2pEmJlhxARiCAgJZMLkuXeGufW/G/n7030sXz+mtY+XgUtQYdlrGIMYs8JoG8cpwI+A7apdET/sNCXC+ce2cda8FsZ1hKy4GmUQRSAEdTE1YS/WqExPhrXceEmjlrZC2CsJIpXpKhmHoT4Y7FWmLdMablvunBM7xIqhtI87nu7jtw908/w7YzYgYxw1o/x7QH+V61KDCzXSGFvoQGkXFzJGIxDvMzvKp09o57QDm2hoCpamVdgkYASVuamhVRFFKGIJwK1Rk6gAbBKRppNA4oPKvAXlE4ilfSSGMjz44gC/ur+bB14cGKumq2dR0Q1qvo4xhBppjB0ciepdza12Rbyw9+wonz+lg/ce0ES0PgAps4hT2x4pZE3Aa2hRZBGJ1ohiJMgSiIR0QhFIf48yZ5lpyjZh2b6PNDz91hC/vHcDf3uibywGVRxAaRw/RmkgNVQZNdKoPkKokVFXMAZHRu06vY4vv28cpx3QRKQ+oJZRLTbZDqnMTw2taqnVaL3SMkadKNwjmrQhsrYpbEuEQwMZhoGNKuR7YtgKI58XcbEwQgIkvPjOMD+7awO3PdnLwPCYI48HgU8Db1e7Its6aqRRXUxDxeQ5qdoVcWNSe4iLT27n/GPaaGoKKs2iKFmg5k00t6vAguEIWeE2GtCFpT1vQh+llBhWzuXxU9XIrK1B0xGWhpHJKAd6f7cikXSSsrWPoCLXl98Z5md3b+Avj/UyGB9T5LEc+BxwR7Ursi2jRhrVw4nAT4EZ1a6IjmBA8NEjWvnameOY2hUpboayF0iqq4emDmhsVZPs5ChoFTpJ2PGnEkMwPKh+UwlFGqaZ04DGT4O2zlEiDB9NZ3NF27X9G6kEDHRD3wY1CgtZnu/DJo8Fw3z/jnX87Ym+sRQ0MY0aJPJtYMx68rdm1Ehj9BEGvg5chhUUYqxgt+l1fP8jnRy7T6PSKgoJCnt2dqwJWjqVY9sIaCOf/GY9byKZ2D1r01TCMTtEddAiiQw5lUjradtrjU/ejNNdvDSddEoNpU3GlabT0AJN7ZuXtOx6mGkY7FdRgIf6FLGWSx4S/vvKAN+7bR0PvDSw2ao8AvwHNdl1QbUrsq2hRhqji05UyIQxZY6KRQw+c2I7l50+jtbmoPJb+MEWdtFGaJugwpPbju2swHTFZ0onc+E1gmHomExZQ2rdNvyh/vxRRKWYYiZtp+pbEXOZyIU0Ma2YVKmE0nDig5CIK4d1xopJZaahaRxMnLn5NA3PalqxvRKD0LtOma/SaWsmfYkICzJJyR1P9fGdv67l5cVjxh+9DPgscGeV67FNoUYao4d9gZuAnatdER2H7FTPDz4ygQN2qVeKv9/wWZss6uqVeaehVcV4Mu0edQLiw5CwJqalEjlhmp3BbULHFEUapQhumyxSCWWn798wsvkKUqqhvlN2YNPiPbnmUcSHIN6vfhPDlilMm9FtXyNNpZF1bacCJ1bDl2ITVWIYNq5V5JFJle40F0BY0Neb4Wd3b+Cav6+nZzBT9LJRQAqluf+AbXJyz+ijRhqjg7NRDu/WalfERltDgC+fPo5Pn9hONGqo+RaesMxJkRi0TVSmFSFUT3q4Dwb7IDmkNAkzYykcPqYpgVpJL9pQWHDaAm7Ycuz29yhSGunMaGkqomqfVL6W4dByEookhvqU3ySdLB47Skq16uCUHdW8lGo73+06Jodh4zrl98ikSidgAwgZvLFwmG//eS1/ebx3s1W1TNwIfAHoq3ZFtnbUSGPzwvZffBm1RtuYwEn7NPK9czrZeXa08BBaaaqhs60ToHmc6uEP9FozlIfKMw3Zw3Cn7qSEqJfwtAV0fAC6VyvtQmbKH0LqhUnbQX1z6ULbNrmlEooYB3pUvTL2IkglEpiU0DkdmseP3iiyUmA/06SlefStV/dWKnlY/o6/P9XLFb9fw/zlYyJI7cPAx4FF1a7I1owaaWw+tAI3AO+vdkVstDUE+PaHJnDBcW0EAqJw2A8hlEmlsR3MFPT1KLu4bX4pdyaylCq+1NSdvO3pwlDO4p5V0NetCKpSS7QKAdN2VuUXIw1hKOE+1Kd64UN9uVUBy77nUXC+byqyRD0I3asUOdrRhYteC4QE67rTXPnnNdxwX89YGGW1ADgXeLzaFdlaUSONzYNpwO8ZQ+teHLhjjJ9e0MVeO8aKT9AzAmpCni1MRjLm3w0p1WzwqTs587H3+zbA+uXKBFSOk7YUGAGYtlNh85AwFCEOblQ97+F+TXiO8L6FgMk7FDfHjQXY72GoDzasUr/68UIwBATg/uf6+fLvVvPSoqo7ynuBzwB/qHZFtkbUSKPy2AO1KtmO1a4IKPl78UkdfOOs8TQ1BAr4LjQI4VwwqBKQUgntaTvlZmMLQxHSumWKNOyyK41CpGGX19+jetrxwcrUQ5pqsMCk7cojDHcY9cKFaD8VIiVb0+rvtp7HUOkkHhb09Gb41p/W8LN/bcCsrjXOBL6CcpDXUEHUSKOyOBq4BRXWvOqY3B7i2vMm8r55zWUsgLS5YPk0pu2k1ssQlj199UIYGqi8duHG1J1UVF1dgAtD1WHDCiUk7VhZlYCUMHGWNSfD58HbWowgN9LMXuUvk7GWkHWPUBLqWelL1zpWKtQIf1MgDFWPntWwcU3p/g4DCAjueKyXz/92FUvXVT0M+w9RIXrSxRLWUBpqpFE5nAP8HGisdkUAjt+zkZ9eMJFZU+oKz7sYTQihRhFFG5X5Z+W7auJbpQS1H6SErlnKP2MLcGEo5++6ZUrbqWQdsv6bOfkxrrKjsTLWaCxr9noyrp6Fviys9DEjCqv+9kRHe010e/nbhhb1jDcZVv7xAWU6HCzDZBUxWLwiwedvXMWdT1d9QNNNqLhVtRnkFUCNNCqDz6CicFZ9hnc0bPCVM8bxpdPHEQ4VcXaPNqSpet91MVj+thqZtLkJwy63tRMmTCNrM9mwUplfKmmC08trGQ8TZlgkJXLzNYYHYKhXTVDU55xALt1IykMo30nzODVKLFDBpmhrL73r1DMr9b0FBZmM5Ee3r+Obf15LohTT6ObDP1AO8tqqgJuIGmlsOi4HrmIMrH8xe2KYGy6axBF7NRZ3dlcDUiqBlk6pkVijQRh2uXX1SssRAtYuUc7uzVW+NGHCdBVeBak0GXty4vBALv5UJcjKNFUIl7YuqG/K+SQ2B4ShtKH1K5WWBsXvQQBhg3ue6uOiG1aweG1VzVWPAh9CzSSvYYSokcam4SqUvbTqOHyXem787GRmTIqMHXOUJ2RuAuCoQqihr8P9ytSyOQnLHjUViSl/wMZ1Sthu6gg0B6ywLW0T1Qx9Izg680D00W7rlqlJnaX4o8IGC1ckuPD6FTxY3RhWLwGnUZvLMWLUSGNkCKAcbJdUuyIA5x7RyrUXTKQxFhhb5qixhnCdMq1s7uGvRkAJ8r5upVFVlCwgG7V2/DRljqrGpEF7EMG6ZWpuRylDk4OCobjJl29ezc/+tWFUqumDl1HEsbCaldhSUSON8hFEhQS5sNoVCQUEV541ni+fMU59tNWfWDW2sTn8F4XKgs1X3vhpym9SzVnmtq+jZ60agVbKhExDXXftneu47HdrqrnM7Kso4ninWhXYUlEjjfIQRI2QuqDaFeloCvCLCydxxntaii+QVMPWA2mqkCSd08fOhEFhKF/NuiXqtxhxCCBkcOdjGzn/+hWs66ta4MPXUcRRWw2wDNRIo3QEgGtRQ/eqip2nRLjp4snsu1M9jL01nWvYbLDmukzZsUBIFC1YpHBemv1fagcrNTHQntexbpkaZeUVsNKNiMFzbwxy9tXLWbCqarGr5gPvs35rKAE10igd1zAGfBjH7N7AjZ+bzOQJ4THu8K6h4jCtobydM3JmKcfCTxk1KdBe4tZM59ZEN60VFgMBayJgQAWODITVsax2sAkTA21TXM8aWL/CWvSpiIgJC95emuADP1zGiwurNo3ibdQaNzWNowTUSKM4BPA91Ep7VcWHDm3hhk9Poj5q1Bze2yKkhK7Z0NSmlANpquG88UEVK8peA91e+CmrSWjIaiHWFgip8CrhOjV/pq5B7dtRfkdCIIahIiGvWawmLRYzV4UEK9elOPvqZfz3tcHyy6sMXkERx9JqVWBLQY00iuNK4GvVrsQnj23j2gu6CAdrDu9tFsJQ0XoDBvRvVOuAJ4bUSnwFl9gtgOzyvBaMoAosGWtSW11MHSuXQOw5HWuWqCCQxYgjKOjpz3Dutcu585mqzSB/GjgFWFutCmwJqJFGYXwBuLralbj01A6+/7FOAkL4r6xXw9YPI6AmRw73q6HDsGlReP1gE4kwFIE0tqngi+E67XwJsGfBr1uuTFbFTFUBNST3Iz9ext+eqhpxPAicTm0xJ1/USMMfHwF+A4SqWYlvfmA83zh7gvpQay6MGvSwJKNSnkUggZAKU9IyTq0RUg6EUOFH1q8oPuw5IBiMm3z0J8v525O9m1T1TcDtqJnjVY/xPhZR9dAXYxTHA9dTRcIIGHD1Rzv5xocnKO2iRhg1QC5Q4aiVpw25Gmm5UqowJ50zlLZUSFPJSOrrDH73+cm8/+AyyalyeB/wC6rcYRyrqGka+dgfuAvoqFYFIkHBT8+fyPkntqv1L2oWqRqqASmVU7upA1omKFPVJo2ushzkqxdZkYULaxxDCZNzrlnG7dUzVV0NfLFahY9V1EjDiR2B+1Ar71UF0YjBjRd1cdaRbbVJezVUD9JUsbPGT1MO8U0hCx3CUKFVVi1UTvxCDvKAoG8ow5nfX8Z9L/Zvetkjw2dRESBqsFAjjRwmoAhj92pVIBwU/OaiSZxzbFtt0l4N1YO9tvnEmRAMVz5UiT2yauW7aq2OQsQRFKzbmObUq5bw5JtDla1HaUgAZ6CsDzVQ82nYiAA3UkXCMAT8+OMTOefY1hph1FA9SFM5vLtmqUWdNkdsK2mquSFds9ViUYXKSEvGtQb562VT2W16XeXrUhwR4LeoZZxroEYaNr4DnFjNClx19gQuOqUDkjV7VA3VgjVKavw0tYjT5oxtZa8ZXwpxpCSTJ4T4yxenMLm9Kr7pccAfgcnVKHysoUYacD5VDg9y+enjuPwD42s+jBqqC1NCc4eaFT4awRClqbSZrtnKHFaIOJKSHWdE+f3nJ9MUC/in23yYA/yOMbKcczWxrZPGEahlWqvm2/nUcW1855xO9cHWCKOGaiIYVOtzjGZDlNIijlklEIfJYXs18vPzJxIMVOWTPRwVg26bxrZMGtsDNwP11arAh9/Twk/O71KMVXNj1FBNSFNpGKG63AQ8IZST2nDNDZHSudkkk01b5lwSKZU5bOIsiDYVJo6EyYePbuMbZ44f0W1WAJ8APlWtwscCttXRUw3APcAh1arAqfs18ccvTiEWEVC15QRqqMGCNKFjMnRMUdFx0yk1lyIZVyFL0kl1zMyoYIh2BFth5KLnhsJW8MOo2kLh8gIfCqGWj135jgrC6Ec8AtLAh69exl8eq8qs8QHgOODxahRebWyrpHEdavx1VbDnzCj3XzmdjpZgLVptDWMDUqpJfMEADA8qosikc9pEVlL4iQx77XcrTTCo5nnEmlS8rEhMHS82GsteRnbF24Uj5AYE6/vSHP3VRby4qCrRPt4GDgNWVqPwamJbJI2zUQ6tqnjTJraGeODK6cydWadme9dQw1hB1tQ0gmi5hfIzglDfpPwlsabcMrF+EIbSNFYuUJqHn8YRMnh5wRBHfn0x6/vSm1bXkeGfqOCGqWoUXi1saz6NuajV96pCGHUhwa8v6mLu7GiNMGoYe8iamyoUOdfOT5rQ3w0rFsDyt7UlYX3KkCbU1UPnzMJDf1Mmu+0Q49qPd2JUp/t7MnBFVUquIrYl0mhCTeCrWkypq86ewIkHNtcm79Ww7cE2Mw31wvK3YN1StcKgH6SptJLOGcq57jeiK2Fy9hGtnHdUa8WrXCK+ApxQrcKrgW2JNH4A7Fetws8/uo1L3jdOzcWooYZtFcJQS9IO9imfSaFRVtJU63iMm1x4FLAJPzx3InvNila8uiUghIpNNakahVcD2wppnIGaxFcVHLpzPdecNxHhWiSthhq2KdhmpraJMGVHFTW32KgqaaoIu60T/J3opqS5McAvL+yiKVYVkTYDNX9jm5Cn28JNTkVN4KvKvU4fH+Lmz02iIWbUVt2rYduFaaqV/7pmw/ipaohuqbPOJWo4cH2LP3GkJPvMreey08ZVqsbl4kzgvGoVPprY2kkjgHJ8VyVmTDgo+OWFXcyYUlcbWlvDtgl7yG5zB0zeUZmbpFlmmBJrXY/O6Wrorh9xJE0uPrWD/XeIVaLmI8F3UYNttmps7aTxCeC91Sr88ye3c+z+TTXHdw3bJuwQIZ0zVJj10CZEzZUSghGVVyCEp51XQixmcM3HOolGqjKcqh214mfVWGs0sDWTxk6o6LVVwX7bR/nqB8bXNIwatlFIiDXC1DnKHwGbHgTRDts+fqp/mqTkwF3r+fTx7ZtW1sgxD/hStQofDWytpBFBjWhoq0bhzfUGv7ywi4b6QC2mVA3bKASk07BhJXSvUqv0ITd9jXPThKZ2aC7gGE9LvnLGeOZOrcr6G6CWiN2nWoVvbmytpHEhKiJlVXDVWRPYY059bQJfDds2ksPQuw7WLIal82Hpm7B+uQpTAoUn+BWCBDom+a/DYUJLS5Brzu2sVjTcGGrwTdVYa3NiaySN7YCvVqvwU/dr4pMntkOypmLUsI1DD2gopQoNsn4FLHtTzQzvXasm+Lmj6BaFVKOvxk/z928kTY7ep5GPH1m1SX8HAxdVq/DNia0t9pQB3AacVo3CJ7eHePz7M5nWGYZMTcuooQZf2BpCuE4FSmxqz4VlL3UykzBg41qlyXiRTkCwekOK/b/4LkvWVSU8VDeKPOZXo/DNha1N0/gAVRwt9YNzJjBtUlg5v+22795qqKGGnAaSTCiT1dL5sGGFCsvuF9nWDWmqIIjNHd5mqoykc0KYL723apGD2oAfAsFqVWBzYGsijYmocdJV0Z5O2ruRMw9tUcNr3aNE9P+9SKRGJjVsq7BNWOmUIo9lb0LfeutcieKpY7Jav8NrdFbS5CNHtrHb9Kq5F04EzqlW4ZsDWxNpfBOYVo2CG6MG3/3QeAJ6XLXsqmau/2312z6nE4efNlIjlRq2dtjkkRiGVQuVz2Oor4TRVlIt9tQx2TudhPrGAF85vWozxQGuZCuKTbW1kMbBwEerVfjFJ7Qzd1YMkjJfg/Dq/biJJY9Q8NdGatpJDVsz7GVmh3rVQkxrl6gAh4WIwzShsVX5RbzMVEmT9x7UzLydq7ay8yTg8moVXmlsDaQRAq4CwtUofOfJEb5wSruKXmu36zzi8PnfS7OwicZBJBZM+5id1sd3Avnl6cdqqGGswx5x1bMaVrxlLf9aRFy1T9Kc6RokhCIGV5wxTlkDqoNzgX2rVnoFsTWQxlnAodUo2BDwnQ+Op7k5qAl0zfyUJQDrAj/h7ec0L2rq0vd9TF7gf6yGGsY6hKEWbVr+Nmxcg1pV0MsMJdX65B2TvL2aSZOj9mrkxH2aNneN/RAFvs1W4BTf0kmjHfhatQo/bb8mTjqgUc3J8NIcpCapdQGPS9C7hXsxzaSQ4PcyeeURjv7rVW+f/RpqqAaEoUZVrVkCqxcqp7kncVizxRvbPM1UwoArTh9HXbhqMw2OAt5XrcIrhS2dNC4GZlWj4OZYgG9/YBwGQoUK8RL0+r5bSKP/aoJcT+A16sqGXmYpJiiHJuLSfuzjpvt4kTxrqGHUYGkYveuVryMx7G+uap+kAiW6zVQpyT471XPmwc2bv7reEMA3gKpVoBLYkkljJ+Az1Sr8E0e0sON0O+S5tvn5Gfx8DXnEgVOQ69qJ7iTH51p33oW0E30ilbu8PA2ljHxrqGFzwTCUf2OFNrpKh5Rq+G1LJz6Nns8c304kVDVtYw5VlFuVwJZMGpdTJcbuaArwmWNbrUl8XiThEvRAllB8Bb+rEC+yydNGdMGuC3t3fbQ8vDQUX1LR7sXP5FWozBrB1LA5IAxIJWHlAujbYK0hrkGa0DLeWnsjX9vYc/sYh+/aMHr1zcfFwPRqVmBTsKWSxr7A6dUq/BOHtzC1SwsVUlTwu9K5paiv9uE67nW5Jzl4EZZ23KueXvkWKjtbjnaPXhqKGzUyqaESEEINxV29CHrW5Ps4AkFo7/K+NAifOq5tk4LtbiLaUcSxRWJLJA2B0jKqMsWzsyXIRUe3qQi2WYEnvQVrISHsq5VoGoSU3n6GQvmbrrS6+UknLbcfReI6hvO6QsTlhUIaipdz3nSV40fEFDlew7YDIQCpHOQbVjqJQ5pqlcCGZvKc4inJ0Xs0sPes6KhW14WPAjtUswIjxZZIGoehpuZXBRce0cKkCSGlZXgJ2kJCzk/4Fjpvn5SFJKmrbK88PevhIhJHXnaZwnWdLux96u53H3n/e5BHnh9FFnb618ijBiFU9NzuVU4fhzCgbRIYAWd6CeFYgPOPqVoEXFCm9UurWYGRYksjjQBKy6jKWOfJbUEuPKpVTeRzEIaVoBTbvw0v4VdIyGf3bUHv0WNH5u+66+kneH03vRz3vXjdr1f5BcrzQp424pG/I73PVsO2AyFU7Kqe1TnisFf6a+pQs8Z1pEzed2AzM8ZXZU6wjbOA3apZgZFgSyON46ji4koXHd3KhI4gZPAWhmj7+v8OE1MBYsEnDy+BaLrTSu3XLdS9KqUTGvm/pQhn93078pWuehW5Hy+y9ITXs/N5jl4mL99617DlQ8C6ZWoSYFbjkGq52WDI9U1Ca1uIcw5vqUI9s4ixBS4NuyWRRgi4jCrVuaslyLmHNlur8bkkjy7I3afN/OSOa3zJxD5fQLoV6117lucmC+uEKQtc41NOMRLwSuB20vsRir5faMRXHtm4CMT96z5WjEhq5LKFQcLapWrFQDsUSTiqwqe7115OSz52eAttjQHPnEYJ7wP2r2YFysWWRBpHAAdVq/AzD2hkfHtQ82VYJ/KGwNrHcQkz/EnEUxC6BF8hsxd6Or/8XHXyFNKaYPdyzuuCvyQBXqwOrrI879MjLzcKEU/2vnDm6chbOuN66e/A715qGKOwneOLoX9Djjiax0MwjOPlZSTTJkU4bs/GKtUVgAjwhWpWoFxsKaRhoIaoVWWQXDQs+NghzU6zlBdBOISNLnjB0Vi9BJyfQPIT9mBpB8Ip4PI0CQ+UQiaQ38PXz/uZ1eznUlSQe9TJs84+mRQiKvvX9DiXV670/t/LP+NVrWIkUiOYKsAijrVLID6g/B3hOhVixHS9ECF4/0FVi0dl40S2IN/GlkIa81CaRlVwzC717DI9Ys3+tuArGKVTYOnH/GzxXpLHcZ1XOfa+Rxqvsor5UArek885cAZqzDMB2fdYwn0VLdOVd56G53rGjrRl3I+kNB+UuwxTFh42nEdWjE0IlFQICLUFBYSsX/uYIbaAhaKFilG1aiGkEupQi4e2kTY5dG49M8aHqlJLC3VsQeuJbwkRFwXwWapUVyHg/MOa1Ydim6aQ+ZOJ/ISA+7jwOCet41JmO0meGUnXxULkrnXDJJeXsDZDqPFn2TJFLl/hcU+mdc49idFrXw8Ljzu9zL9voaWxyy0kSPV70Z+bfs4+IFyZ6fWwNbNsOo/7ceTpkTZ7jUeF9WPu95Oto3a/1Ra+NkFY78BMmGwcyDCYMIknJQNxk+GkSTgoaKgziEYMomFBS32AcNTItaEMTrIdCxAGJIdhzSLo2s7ybbRbQ3OtB29Cc0uIE/Zu4uf3bKhmbd8P/AhYUM1KlIItgTT2Bo6vVuF7TK3jsJ1iKpKtDs/eukM6WIdKJBff836S2vrfcUgryxYGhoCUybqNGZZuSLFsQ4q3V6VY0Z2iP27SHzcZTkpCAWiMBmioM+hoDLD9xDDTxgWZ1h5iUmuIQNRSSnXhUEjoFro3t0C2ydITGrFlCc4jL7+8bTLOPh4vMnGVBU6CFi7Cdr9mndDQ9v3MhNkOgijtubnz31TYGkRasn5jmlcWxXn67SFeXxpnyboUy9an2NCfIZWWmCZkpFT9DUMQMARNMYPJ7SGmjgux/aQw+86OsdfsOqaOCyMihupkpEu5sVGAMGCwF9YthQkzlG+jbwNk0rk0UnL6QU388r4NZDzWcBolNAPnA1+sWg1KxJZAGp9FOYuqgnPnNVEXNdSqfIVgC6Q8YepznRA5wWFdWjBvibdw0n+FtEwI0N9v8uKiOI/MH+Lxt4Z5ZWmC7sEMyTI+ZiGgtT7AzPEhDtg+ymE71bP/dnVM7AipOqTt+xX591mILIv16h3HtJvUn3H2VAmk7NZQ3ChLUyF3z+7y/MrWq+nQxDwuEC7mkS7NxLPerjK8IFBEAaxYk+Lu5/q5+/k+/vfuMCu70wUuVMhIyJiKnYeTJms2pnnh3eHs+daGADtPiXDk7g2cdkATu0yrg5ABaTNv0NKoQxiwcW1uvY3GViv0iNURSkv23z7GzlPreGVxvORsDQPCAUE8VTGCPAe4FlhRqQw3B6qtHBfD9sDzQFWGN3Q2B3npyqlMaA2onqZb+Izk6Xle49F1zhO6rmNuAgkJSEmeXxzn9mcH+Pvz/by1MjmCChZGZ3OQo3et5/0HNvGeOVHqGwI58vBDVsB63FchuHvufmmy50uQoiPttee9dy91o3DRBfMuKZ3W0Sj1WRpASCCTkn+/PMDvH97IAy8OsLa3OFGMFNGIwUE7xjjr0Gbed0AzTS1BNSG22uQBMHkHFZdq6RtO0o4YfOt3q/nmX9aWld3siWEWrUlZhFoRXAF8t1KZbQ6MddK4CvUQq4JzDmrid5/szKnaeg/TswvpY8Io5SkXTKNJOne6kCCTlNz7ygA/vX8jj8wfKkub2BTsPDnCBUe0cPYhzbS1BHLxuFxVBrxla56MH4GtP89X4nHeS9MQ7pNueAhlP22l1Hen51mMCO007vxLeTZ2GVbb+NcL/fz0rg089MrAqLscdp5axyePbePsw1poaQ7moilUA9JUfo0pO6ohuQM9OW0jKHhlwTD7fuldEmVoDnOnRoinJO+sqlgHbSGwF7CxUhlWGmOZNFqBF4AZ1arAPz/XxUn7NFgT+jQU6tA6er0+aUpFIZkWUAfve2mQq+/p5j+vD42ggMpgdmeYi45u5ROHNSvNoxx1vSRCLaNnredbFmEXSegW5MUuKYdI7GMj0X7sOun7ls/iuTcG+eqf1vLASwNlZlx5zJkS4WtnjueD81qU9lMtn4c0VViRxlZY+W7uuFCWtHlfXshTb5X+LXU0BThhr0Z+9/DGStbyQ8AfK5lhJTGWh9yeQhUJY3pHiHnb1eVML7qz1d3evc67h4XmzfbW91356Pl65R8SLFyd5JxfrOL4q5dXlTAA3lmd5PO/X8Nh317KA/8bUCO0bCdv3gx37UJZYEP/1XwAhYa9On6LlKHDUU+vMrR7yLvOJ99C95bNy3WB3+RGP/nqnigqgbCguz/Dl25cxWFfXzwmCANg/rIEZ129jPd9bwmvL45DpEr9VWEoR3gyAXX1jvYSrDN4zy71ZWW3oS/DpPYQszsrGsPqXMawbB6rFQuiHlzVcOzcGM3Nwdw8BN0JWkgA2fAiguy+W9h5leFBKAYgBL9+cCMHX7mMPzzR5+tnrwaeWxjnhB8s56LfrKZ7IG0Ns3CRh1sAFxLkkB+axX3eMZlRknMeu85lz7vK9CMrT9Jx3YPjvbnurZR2UqweeqJiRCKAiOD5+cMc+fVF/OjO9QzGx4ITwYk7nurjsK8s5Pf39yg/nFEF8hCowIahsFN7NeGwXerLUmglsGhNklP3r+gEwYNRJqoxibFKGgdaW1VgCDhtr3oP4ebqfaKfI/+jL6UXmpdOF3SawAhC90CGj/9mFRfctIZVm9GRuSlIm5Jf/Hsjx3x3Gc8viOePz3MQp+shOLQw8p+Pqf26s3CQiPabPaYTSwGmdb8nr3JksfM+iYsRlbsevpv2jzWiCQG/vrubo765mBcXlT4CqBpY15fhI9cu59PXr6R/OKPMaQVeSeUhIJOCoX4codQzJnvOjDKxtbxBpc8sGOaQnWJ0tlRsMGoYtd7GmMRYJY3zyE1D2yQIyjOFA8weH+bAmXXOhZbcjdrE1fsrsEF5EVfdaUKC15YmOOYHy7np0b7ybqZKeH5RnGO/v4xb/9urepRQhCjd+xphunvbfgI4bwEqj//dRFLKbG+3OldQoFtpCkUE8LqvQqTiJVDt44YgI+GLN6/mghtWsnEo45F4bOL6ezZw2neXsqY7BeFqEEcaxwJNJrS3Btl3u1hZOS1dl2IoISutbZwGdFYyw0phLJLGJFQI9IqgLly++nvCrjHl0PWLXeTXw/SDn03ezsMrb/tYSPD0m8Oc9OOVPL84Ufa9VBMbBjJ87FeruO6ubsvPYZ0oVTi6nw0eadwJiz3PQuXmEZmLPHAd9yIUr3p7leOZ1oMc7QReeRkwnDS58JcrufqfVZ3NPGL8++UBTv72EhavSKrORaF3PRqkEhAcvmt5fo10RvL8O8OctE8jjdGKidROVATcMYexSBonAh2VyChoQEvUKKuxCQEn7RrLqf3ZjxiPTeYLgGJCSUfB3i4QEvz75UFOuXYli9enyr7/sYC0CRffupZv3bZeIw0fYQulC1rPgQXu49ama3nuMnDtF6qHQ1t0EYqj7AL36MjPo2zPerpJRIIByZTk4z9fyY3/2ej9LLcQPPvOMCd9ezELVySyExDVM5DOZ589rqHSRJKRvGfnesKh8jqbLy4aZkpHiIPnlKelFMFHUKaqMYWxRhoB4IOVymxSa5BQQJTVria1BNl1cjgXbymLAhLHTSpecAs/r96mjiA8OX+ID/xyNWv7txyTgx++eccGvn/nhpxQAH9B74bXoy8m9N3X6h0APYNsHh4dg7w8XMccaXSh5iYU6Uzjl5cfSXqUKSVcctNq/vxEr3eeWxheW5bgg1cvY113SkklL/J1aHgUbxcjQUay3aQIO3SVF4Ri8doUg3GTU/ZtwqicVN0d2LNiuVUIYy2MyC5UcEGSuV1hHnunPKfgXtMitDdqpinHeH+P1piVgbqg8MtdONNIvMf/hwSvL0lw1q/WsGGgPMKIxWLMnTuXSZMmMX78eAYHB1mzZg1vvfUWS5cuLSuvSuOrt69nXGOAjx/VooVl0W5c10QKQbieo9d+Xp5+6aSWzpWB1DLwy1s/bnocc5djSo8JiD7zUKTeQLQyA4Jv/Xkt1z/Q41WQL+bMmcMhhxzC7NmzmThxIvF4nOXLl/Pyyy/z5JNPsnZtebOhK41nFwxzzk+Wc9tlU2mIChXnzP2spEe7gfxnqHcG/JyaXm0DqKs3OGSnGK8uKV12rOpOs6onzR4z69h5Sl1Z1xZACDgdeLoSmVUKY4003k+F4kxNaArQ2RSgb7i8YYeH7xBVozkydk+0gNAoFW5ikRoT2T1Te15DANZ2p/ngDatZsqF0k9TMmTP51Kc+xfHHH892221HMOh8td3d3Tz11FPcdNNN3HnnnZjuNZNHARkTPnPrWia3hThmz/r8SYDuZ+w3EzqPVFyS2o9UvGAnNckXUHoGecLL66CrTD8C0Y8JimgidvmWUAwb/N9/e7nq9vXeZXvgqKOO4ktf+hL7778/DQ0NnmlWrVrF7bffzjXXXMPixYtLzrvSuO+lAb78+9X8/JNdWlRpCwVnykvvffuC7DXujpv0aC+C/XeI8Yt7u0uu93DSZNGaJDtMCnPSPo2VIg2Ak4FvAf2VynBTMZbMU40oVq0IDp5Vx5q+8nrpoQAcPCtiNVaZE+hZs4YHSjFn5KnPWm9JN2sI1RH9/F/W8eqK0sISCCH4whe+wFNPPcUXvvAF5syZk0cYAG1tbZxwwgncfvvt3HXXXey4444l5V9pDCclF96yhqVrks4w7fov2v/FzBBZE4brOvA2a7jhlb9XGq8FqbxMXo42U0I5vvfkroOEoOCtJXEu/v2afOupB5qamvjNb37DPffcw5FHHulLGAATJ07k05/+NE899RTnnHNO8cw3I355Xzd/fXijGlFlw+87c29e4dkd10jnZh/TkZHsNDlCKOjTKfDBu6uTpDMwb+cYEyo3/HY7qrhiqRfGEmkcgnpAm4yAAQfNqmPB2vKcx7M6Quw4IewMceCYdas3NveXb5/XDhUUAq7LpYQg3PCfXv70TGmzeKPRKDfeeCNXX30148ePL/k+jz/+eB544AEOPfTQkq+pJBavT/GZ368llXI/N/2D1o6XICCxLs9eZ7rz0MsqIjj83pvXa8+bMyJd+37lFLhHqeWtnYvHTT5142pWbSw+R2fChAn8/e9/57zzzvPsRPihs7OTm2++mSuuqFrIN0wJn7tpNW8viquOhXtUmdegkWKDUiD/OevQ88tIZk0IMb6pPMH/1ookqbRkQnOI98wtbwRWEZxZycw2FWOJNN5bqYx2GB+mqznA0hJCPuvYb0YdsZjh3dggvyE6GqveeH1arOf11hYQvL44wRV3ljZ00jAMrrvuOs49d2QT56dMmcJtt93GbrvtNqLrNxX/fHGQX/17Y85AmjcEWRf27mcn8x+vH7wEhvsa98gcXRjpdXPn6z7sK5D0fK0D0nEiv0x3OSHBbx7cyEMlhIypq6vjxhtv5PDDDy+a1guGYXDVVVdx3nnnjej6SmBNb5rL/7gW015i2YbnO/R6jm6y1pL6dQpsmJKm+gA7Tipv4NKiNUkGEyamlBy9ez3ByknXY4HSe4WbGWOFNJqBIyuV2dFz6ugeNBkuM8794TvU+QeN8/uY/Rqf3+QutIac3ZeYGckVd3azcag0X8OFF17IJz7xiZLS+mHcuHHcfPPNtLS0bFI+I8V37u5m6cqkmoJf6FnqZOzosfv1QPF/P17CI3vcfb3+v49A8tRqfPL32vLiR7kFnoQALFuV5LslzsX4whe+wIknnlhS2kK45ppr2HXXXTc5n5Hizmf7+OfTfRA2/Ner93u/+r77ebrbiUle/kbYYO7UurLqu3pjmvW9aUwT5kyqY8fJFVsGqBM4plKZbSrGCmkcCEyrREaxsODw7aO8vaY801Q4KNilK5yLNeVe+9ottNwoJijc6fTec1Bw5wsD3PXyYEl1nThxIl/5ylfKuj8/7LHHHptMPiPF6t4M3/pHN9kHVEgY4DrnlU4X9o5rtPy9ep823JM5verkte9XhvS6Aa9r8b5Xu04CvvP3DawuwSw1bdo0Pve5zxVNVwqampr48pe/jCg3pEKFYEr46l/W0tebdg4qKJWQvc454Dqhk4kp2WNmeaQxlDBZuj6NAUTDgsN38fchjQCnVTKzTcFYIY1TqFCY9j0mh5nSGuCtNeXFtx/fYDCjLehcUMi3ERYgFD9y8WvMAoaGTL51dw+lruNy/vnnM2nSpLLurxA+85nP0N7eXrH8ysGtT/fz1FvDykzl9/xKIWM3vDQTt2DXidtN5H75uzsAefXxeu8e91VK5wMgKHh1YZw/PFFa+JiPfvSjjBs3rqS0peC0005j7ty5FcuvXLy+LMGfHrVC0XhpYUXfB97vNI9kXBmZkl2mRAgGyhNLC1YmMAxIZ+CQOTHqIxUTsQcBEyqV2aZgLJBGM3BUpTI7Zk6UTEayYF15/oztxodoiRWZPV6oZ+OZvgCRaELhjhcGeKXE0VKhUIhTTjmlpLSlYsqUKcybN6+ieZaKZFry03/3eq/qVoiMHWSAv2Bw/+a9Qw8BlGfKcOevHUfLD3c6jzqBy5xV4P4kIOD6BzcylChutgyFQpxwwglF05WDSCTCMcdU1zJy/f3dDPVnvIc9e5mecD1D9zWFIifbW0YyrSPExDJHQa3qSYNUoUWmjwuVra0UwDjUYKGqYyyQxv5UaN2M1pjBvtMirOzLlD2LerdJEe/eri5IoAhJeGy4fl3CIRE3+enDpQch3GGHHTbLcNmjjqoYb5eNf7w4wEsL49mFpUoiY/vXS/iC93vLy8ejLE8Nx5XIQR6uvP329esKla/XwYB3liX4y9OltY/p06ez0047lZS2HBx22GEVz7McvLYswR1P96loAoUI2esZ5mn90vk+/fIyob0pwPRxobLquq4vrVbOlJKAITiqzDhWRXB8JTMbKcYCaZxMhUxTe04O09UUYFl3mv4SemY6dploNY5CvUqpJfBoZNnrdXgSh7UF4D9vDPP80tIDEU6ZMoVoNFpy+lKx3XYVGe08IgynJL982AqHob+2Qk7tYqRS1IntvsYjX08B77rQ7RBH+z9PKLkIKa/eri0A//dMP70lDo4YN24c9fUVFVKAanNGBWNjjAQ3P9KLWWhgi/7cPJ3mrveuf88OEtHeWUAwfXyZpNGbIZUyEUA6bbLPrKiKMFEZHIayzFQV1SaNOuDQSmU2b1YdQQGLN6R9TcZeEALmTgypsAVecDQ8nIJIb3SmR8PzE0LW/39+fqCsulbSXq2jtbWVQKBijbts/OvVIbp70rkZ0nkag8+F5ZCJI710luMuo1yi8rvOfaE++SyvQ6JBQHLI5G/PlT4RuKOjInE+89DY2LhZyKgcPP32EG8ujVtxqcgnbxulkLF+3Cucvv09C5jWUR5pbOjPMJyUCFQEhPFNQXabXjET1TRgn0plNlJUmzR2AmZXIqOWqMGek8OkM5JVZc4EH98QYFprIBe2wE9QFGuQ+v86mTh6oaj/BazekOaB+cNl1VWWwzBbEFZsTPPv+UPavA1yzyrPv+Amb+0X9/U+/+sw3WW4OwR6vj4dAjz+d5frRRZ6Ir1sA559J86ry0rXQoeGNs+yv8lkkmSyvIEllcZQUnL7s/3aZD+czyuvnfi0C/B/bx7f+tQySWMoadIzkMkuSBgw4OAdKhb5VgCVdVqNANUmjXlUKNbUHpPDTGwKkDFhTZn+jGltAdrrA8UbIHgLDS9i8SIavREH4ME3h8r2vWyuoHLd3d1kMtWNpnvb84POeENeAj/7Lnweup8pyo9ACgn57DG9TZCfvym1CYJWeaZWtjtvr7LcmyG4+6VB0mVYWdevX79Z3uH69etJJKq/lsvd/xskM2w/Z21zm6P0tmIn9nuH+gtxt4+MZFJbeY7weNJkQ39akYaUpDKSPWfUVXKdjSOpkMwcKapNGhXzvs6bGSFgSOJpk+7B8vwZExqDBEMif1SFX+9Qb3i40uvXuQWSDhMefLM8LQNg6dKlm6VHOX/+/IrnWS6eWhinpzfjjCxciJQLkbeOQo7PbBqPa4vl61kO3u2iWFl6egFm3OSJBeW1j6VLl7JixYqyrikFL774YsXzHAneXJlg6bpU/pwN/ddr36sT4DjvIhc7jZlbXqFUmBLW92dycTAzkq7WAHOnVEzObwdUJ3CchWqSxgRg70pk1Bgx2H1SiEwG4ilJd5mRbac0W7Z8vw/bS3g4BIS7Z6s3Pu/rhwYzPLO4fJX/7bff5rXXXiv7umJ44IEHKp5nuVjVm+a1lUmrVeo9Qe0Zg+t56mReyiadeXs6yN35WeV69Wht+JGKZ5twleduawJWdKd5bUV5vfvu7m4ef/zxsq4pBffee2/F8xwJ+oZNXlg8bAW61NuH/T+FvztfjQSnr8nWGk3JhOYgDXXlick12iRMKSEUEBxUORNVhAouHzESVJM09qdC8VRmdwSZ2BTANCXDSUlPiaNNbExt1cKtevVc3PBrePp58CYSy1791to0i8uMjQWQyWS44447yr6uEBYuXMgTTzxR0TxHAlPCE+/G8zUMLwFe6AW5hbDXeb+lZ7NtoARh5FWW37ls2TL//7z2IXhxSbzkkDI6/vCHP1Q07P38+fN57LHHKpbfpuKxN4cLt4nsu/NpH15EDc53Zv+aksaIoLOlvAEi9lwNO690WrL3zDqi4YqJ2/dUKqORoJqkUbFYU/tNDRMJCATQO2wymPRpMD6Y0hIg+4YdTmuP3qBfowOPOEIeG4CAV1Yk1XjuEeC3v/1tRdc8+MlPfsLGjRsrlt+m4NlFCUhTWPh6OcQd2oi977q+UM8Tr7TSec6dgV+nwJ23u7xCZlDr/t5cNTLH84MPPlhRrfFHP/oRfX2lzyPa3Ji/Ipnv9/LdtPbg1iQd79A/r1jYKHuCX89QBqm1h7QpmdYeZNaE8pzqBbAP0FSpzMpFtUjDAParSEZCzc/IZMBAsH7QJF1qPA7UcNvOxmB+3CHfxodTMKGfdx7O/k/+/2+VGRtLx/r16/nmN79JJUZSPfHEE9xyyy2bnE+lsHB9mozu/fV9Jz7H/N6bO7Ger3uxJK/HWqgT4JlY29eJTbqS+FTvrdUjax+ZTIYvf/nLrF9f+iJNfrjrrrv405/+tMn5VBIrulMMDZre76zQM9WRN49DIxW94yFBhAQtsfI0jeGEq0AJdSHBnjMqNvR2OrB9pTIrF9UijalUaO2MrqYAs9qDZEyJIWD9gJlnASiEaFAwocHwJw1cx9znsyEh9IPuRui61oR315dvmtLxu9/9jp/85CeblMfSpUv52Mc+xsBAaet3jAbW9qdZ1685w93+AB2lvC8HgaAJDO39uINT5l3r2vT8/fwcXj1bx74HmdhFZyTvlLkWjI6XX36ZCy+8kOHh8gda2Pjf//7H+eefPyZGTelY0ZOme9AaIeblK9Khv/dCnQ3TdY1+rYD6SHlzj+MpSdq1SpYpYY9pFXOGB6jiwkzVIo1dgZaKZNQVoqXOwLQ6H+XOBK8PG4xvMJzC36thldLL9E3nFEqpuMnSnk0jDYDLL7+ca665ZkTXzp8/n9NOO40FCxZscj0qifUDGdbaI6jchGubDn3NQi6Bb8PvvfrtO/JzdQSyJOOTfyHywnXOx2QyPGyyvsyh2G7cfvvtfOADH2D16tVlX/vggw9yyimnjOjazY2BhMnavoyHT0ojDr+BB2jXuFHg228s0xGeTEvSaZlbdl6qWFTbd4Zprd/y/RrVIo0DK5XR3pMijvYTL3MNjWgI6u0ImlkhJfMbjxe8hIRfg9R+k2nJxjJHeHkhmUxy6aWX8vGPf5yFCxeWdE0mk+FPf/oTxx57LC+88MIm16HSSGWgP249Gy/BrP/vuS/zhYQfSn13XkLfbcpwqAoFNijQs1W7iZQsey0YL/zzn//kiCOO4K9//WtJ8zdWrVrFFVdcwamnnsry5cs3ufzNAVPCQKH2UfB7lc735qepuNpTuaQRT5mksn4XlZk0oaMxwPYTK6Zt7A20ViqzclCxhWzLQMX8GZGgYIdxyjSFlEgJw2U6l2NhQ8XJsxubkLlfHdl/dWOq8ElTGOmMZCjpTRqBQKDsCVo33XQT99xzDx/72Mc4+eST2W233fLiUy1ZsoRHHnmEW265hYcffris/EcbAwnXx+sV3VT/daeV1q8pPaKaCWeeEu9x/37Q8/O8xqtM/bQdlNEuOL/MRFoST1VmBNQbb7zBBz7wAQ4++GBOPvlkjjjiCCZMmEBLSwupVIqenh7eeecd/vWvf/GPf/yjogMsNgXBYJB0Ol8blxIG47Z5Cud7tOH2d3jB/Rk7ND69QFE2aSRSklRaEg1Ji4ckEiWv9pwW4Zl3Rm421NCJ8ms8U4nMykE1SGMcUJEA/Z2NBpOaDUUaALJ8TSMWEtkp/0V7nXbjsvf1VutQf32khnU4lYFBj3oahsEuu+zCK6+8UvawydWrV/O9732PH/7wh8ycOZOuri46OzsZGhpixYoVLFmyhA0bSlv5rdroj5u5HqAg/3m6hUIhQa6Tgv3+BNnFjRxp3RBCe9/eAj6vXsXSoLcfPXHuJpIpWXY7LobHH3+cxx9/nFAoRFtbGw0NDaTTafr6+ujp6aloWZXAbrvtxltvveXpbxuMay/X8Z4LvCOvNuL1v7vzMQJNI5GWpO1+n5afacJuUyMEDBWXahMRRJn5twnS2AWoyIo/O44L0RAylCpofd/lqvWxkCAghH+UWr/GJj0O6oJA7wXZJ6UEIUhnJCkPZUIIwbx585g/f/6IHZCZTIYFCxaMOV9FORhOuUdPaYLWiwyyz9qDXHBd4/XrvkYnGH3fD6UQirt6eb1anSArSxg6UqkUa9asYc2aNZutjEpgjz32YGBggLfeessnhcx/TNlOBs5fyO94WN+iL7S8R6ppuPsF6Yxk5vgQ7fWBssMH+WAf4DeVyKgcVMOnsRsVCoW+y4RQdgkGpLIblksa0ZDAEJqdU/drOGyfFN+KhSGxfkMGhD1G8YVCIfbbbz9CoYqN594iUR8y/J8xHr/2vtt57TV/AnC8T/DPu9B5HXn2cX3fXcdimyQSEERD1Y7wU13MmTOHCRO8F6priAiPYbMe+/oxz7k00mN5Z3C2FWgakaYhFVFp+ZgmNEeNssOtF8AuVKHjX42WuUclMgkImNsZJGOa2Y9TUr5aHwu5eol5PUCcJOJomR7wOu1qyEFDK1dDJBJh6tSpm2W9jC0JDWFR4D2Ar6DwSudIowtyrYPgIJkCFcsTRB5lu6vtN8JLP++qdzggiGzb/QZmzJjh+R0IUEuoOp6b1AJG4v1e3B0Mr3PuNmcRSazMIbfpDKRN755xOCDYoTNcVn4FsD0ViqpRDkabNILAzpXIqLMxwCQrqi2AcoRLhkZCGoZGHO7NPdLFq+fiJUX8tBMTgsK7J1lXV0dHRwfjx496OxhTqI8IV6/Pb9MuKtTj9BP2eq9SahnlDesFd+8z77eULVuEi0BcZUWCbNOahhCCmTNnUleXPxnOMASNWU3DRcLu5+qYQ2Wn8fnVz9vv24KZcScqDEPkwqe5ISXs1FUx0mgF5lQqs1Ix2i2zCzWxb5MxtSVAS53AdDWIcmaDg20m8ugBWoezv369Svd5h4CRWt65LRKEtlh+P8QwDMaPH8+uu+5a1j1sTYgEBc22ULDh23t0CXdcaQqRhxf8CMbWSPKGZ0rva/1QiEhsmJJoRDC+cdsljSlTprDddtshPHwOjXWCcY2BEt6lNyF7tpVCJC8hWab7IWAo4pC69mptGRNmjQ9R52FpGAEEytw/qhjtljkDaKtERtu3B3FELLZecriMMMagRjI5Zwnb+bkbm1WIvV8oYqadh0m+8DMhGBZMa803RaZSKaSUHHlkxcJybXHoqDeY0Bjw7iVCkd689Jn8R3FB4S7D73+9nUi0eroFk0f+fgTm+l8Ygu3KXJt6a8I+++xDLBbznNE+uTVIa8xqH+5V94p1DPy0Ej+zoZVfqpxFTYCAISxNw5YnVkZSkjElE5oCdJUZz6oAKhIpvByMNmlUjBVntwfUVAot/IcAytXqk/pqfZATPDYcL538BubXY8wTNNoxAbPbvUljeHiYAw880FM13xYwvjFAe8zDEa7D63nrx/MEiFuwewiLrFPUIw8/wZ8t1y2M7GNaGfrKjfbFbtOYJpu2r5yzdIvD4YcfDuA5gnBSS5BYnfD2YRR6d37tyP0e87RJSJUZvMEQroFZWjnSlDREDGZWrlOwA1aw+NHCaJNGRZzg4YBgWkvAmp8hHR+o16ikQkhkpLMB2ijSG/QdLZPXs3XlbRHdjh35pDEwMEBPTw/bbbcds2bNKu9GthLM7ghiBIVzCVakc6SLrvEVI20/QeHYdLJwvUM9nbudeJXvt59N785bK4/c/pzOUGWGGG5hCIfDHHzwwWQyGc/Iyzt3hZzrhLt9itn34SYAcr9e78z3Pcqyo1Hb5ik/0hLAnMr5NSai5r6NGkaTNAJUKEhha1TQ1Wg5wbXGIKCsVbZAhfTI6/E5hIXMb3CQP2fALYQc+eQLwF0nhqgLOuuayWRYvnw5gUCAo48+uqz72Fqw/9RI/nwGzw+8EGlL/2u94PV+HYLcdbGXA9b0KNePuDzroLW5tMkekyoap2iLwa677spOO+3Exo0bPZc2PmS7qL/Ad5Ow/i7Rj7vSeOWn7Zdrngoa2oRhdwESpJRMa6+YpjEORRyjhtFslQ3AtEpkNK0lQENI6J0BaxOEjDJJw/Zp2I3KdLUYvQxHWa5jXvC7Ji3Zvj3ATI/1h9955x0Azj33XGKxiq32tUUgYMAB08LeEYeh8HPOEwDaAU//VIF888rWrnOYsNzkAZ7ElU3rU1f3rwmdzQF2rVxvdIvBeeedRzAYZM2aNXnh3VtiBntMieTW0/DrEHgIfu9OoJbI03SpTnlNxC0Ew3aES69KSUwJk1oCRIIV0SWDwKiaJUaTNCZSISf4tOYgdQGBdDmjhfCeNFcIyYwkb8CVV0Nzf+m6mUQXKnoebmj1jdQZHDA1v7dhr8c8d+5cTjjhhPJuZgvH5OYgO00I5YSCe1Er+7cYcXulcQt6fTJX9hrpTAP577VYGV5leZmkIP+4lq8RFhw0c9vya02bNo0zzjgDUN9BMulciGqniWGmtAVU+3B06Hzelde+5zvyOG4nlpRvnhLC2zxlwcxIxjUGaIlVTPyO6rDb0SSNqUBFus5Tmw3vTqeEcJmaRiItMb1ml3rknddb8RUQXoIiP8ujZucLhRdffJFUSq2lcMEFF2AY246J4qDpYZrrjZzTGJn/4eWNcsF/FI1XZ8AN9/tyaxL2hX6DH0pqL3pajTDcv7q5LQ0nzY2WbW7dkvHhD3+YtjbVr3z22Wfzzp+8awwjJFzfoXTuu1+837sqpZ1Y76t3uDxVI2C4BKuLsCQQC4tKjqDaoVIZlYLRlEgzKpXR1OZAvnaA0jTKVfm6h0xls9QbnnttjYLCSBaZAIizMdvH0pIjZkWY1ORUjd56661svJ1DDz2UefPmlXU/WzLO2C3m4StyCQOHsPA67sq02HssKvSla99Vpl8ZXuUXqo/7XNpkzylh9pi0bZioOjo6OPfccwEV8v/RRx91nK+PCN67e71zKeCCz1CSN/wa7dd9Ud6gh1zZqzaWRxr1EUEkaBdldwrI1kNKiAYEkz2G3Y8QsxjFcCKjSRoVWZ4wEhSMqzcwPcbHG0BbtDzS6E1I+hIe0sNTc9DSOYQI2rH8rPLPSchIOhoNjtveGV9/eHiYf//734AKD/29731vm/BtTGsNctjMCNgz+gutpOj5jGXu2bqJRf94cV0rrM0QuS3osek9fjeJeJGYe/SXr5DT2pMr/1BYcMbuW/+7B7jiiiuYMUP1K1977TXeeOMNx/lDZtWxXadluvRDIRLB45ijvZBPKFJChrKDCzZGDKJBA6nLKHc5AqZ7DLsfIaYDjZXKrBi2ONJoiQja6gxMXYADoMKItJZJGsMpyXq/NYe94CKqgj1cdz4exz6wSxS3BeL222/PriWw//778+lPf7rk+9lSccrOUZobA/nPslQidggE6brGFsxWzyIEWAtv9Q+bLFyX5vUVSV5dnuTFpQkefG2Y+14d4uH5wzzyZpzH3orz8tIE3QOmCnkdFOp6L9ORr5DSBJHDNCX87y8NZ+weo30rH0V1yCGHcOGFF2b/v+OOO/L8Gece0IgwyO8MlPq5+5G2e2CU612YSZPuwfJGT7XEDPKs5K73a5qSGZUbQdXIKMagGi2VJgxMrkRGbVGD5rDAa7kJ04TWiFHSGiw24mnJ+iHXSmB2Y3T3SKW274bb1q4nNFEDjg3h7CmlJYfOjHDg1DCPLcl9JE8//TTPPvssBx6oFjj88pe/zN13353X+9pa0BAxuGC/eu3ZaL1vd6jrUqSEe8huQEAAzITktZVJHl+c4NVVKd7dkGbB+jQbBk0yploox5TKz2VnY0/SCgcELVGDGe1BZrUH2a0rzBGzI+zSFSIYsSYjZldr0+rh1xGRrnt1pLUKzZhMGx/iQ3vVc92j/cXvewtENBrl6quvzk5m7e3t5c9//rMjzR5TIpy0a0xpoXZbCKgAT90bM8TCwhmWw07jJwjcoez9OiRCrc+TXZO8RLTXB3LL7WTLdP5vShjXaBA0RNmhjzwQRS3K5BdHvqIYLdJookIjpyY3GYQCkHKbLwBTStqigqBhnS8BpiSnaSDxXEDJT4vQ4dmzUAkzwANvJmiuExw4LaIIJKNOB4Nw8YH1DtJIp9PccMMNWdJobW3luuuu49RTT2VwcLC0G9uCcPouUXaaGIK0LGFFPelaK8G9cAIOwSIzkpeWJbn3zWHufmOYF1ekiJc4GiarIKA6F6v7M6zuz/DU4gS3vjBIOCDYrSvEiTtFOX6nKHtPCSstRM/frwPiVZjXP6bkkwc2cNMzg/QnKrOa31jC1772Nfbdd9/s/3/729/yli7+zKGN1MUM5c8IAhl4fXmS3z7ZT2PE4PLjWvI7dO4OoA4pvRfY0s9ZGE5KNpSpaXhqhq7OgzQlTXUGjXWCnqFNJg0DRRqjgtHSexupEGlMbAxYw9nydU1pQlPEKNsZvmYgo2Vj7ehOtOxh6dxs+Km+1n7AUGFDPnVXH0fdvIE//2+IVX2Z7NM/ZU4d+09xqqq33XYbzz33XPb/I488kuuuu45AYFQjBmx2REOCzx5Q73rOOPe9nmv2vHS+G4CQUv/vfX2I429cx/4/XcMV9/by1JJkyYRRCpIZyXPLknzj/l4O/OkaTrpxHf+eb8VLCmpmJz8TiN/96feYluzQFebcfesrVu+xggsuuIDLLrss+39fXx9XX321I80BMyJ87IBGSEkWrElyw8N9nHj9avb+/goefmuYzx7WRJ3e9fV6hp7P2tXt9/rWhVqPvNzRU+0NVoijAk3NlGqdjoYy1+oogEmVyqgYRkvTaAMq0urHxYQP00kkgmgQmiOCgWTpwmFlv5kvkBy9Q1lQk1D/u7s4IveTge3GBfn1yc0cfvMG/v1uggkNBodOj3DyDhHmzYpw+SGNfPC2nmxo93g8zlVXXcXf//737LDbj3/84yxdupQrr7yy5Hsb6zh373r2mBrO9c6F8O4d2nC/Vv09BQSmKbnvlTjXPj7AvxfESzZTbipSGcndbwxzz/xhjtmhjosPbeTo7aOWVumlwVo3KbR9e1dPAmDCZUc2ccerQywrcyTPWMUJJ5zAT37yE8eQ8l/96le8+eab2f8DBhw8s45r/tPL/W8M8+ySBL3DioGntAa57bzxtDdaGoj7TXu1I/1/L+tB9lzu5IaBjIpPVwZaooZDdHiZySRq2G1L1GBZWbn7oiLRw0vBaGkak6jQan3tdUZeOPSsCVxKIoagOVLebS3YkNZ6rM48HWW4e455PV5XTwWZyzct2Xd6mJvf20woAGsGTP7vtWE+dPtG5l63lm//t5+Aq9p33XUXf/zjHx3Hvv71rzuchlsKOjs781YknNoS4KuHNboCRLqem+cIJQ32RxkSzF+d4r2/28AJN6/nwVEkDB2mhHvfjHPsr9fxwT+sZ/G6lNI60OuvNRyv4d24/k9LJrYG+fpRzY6yhBBMnDiRcHjLGpZ78MEHc/PNNzsWWXr99df53ve+50hnmnD1f3q59I5uHnxzOEsY9WHB7z7cwezOkOXnkB7PT+Z+9cEVhZ6z+7sXsLI3nVvvuwQEDKVBmF6j9VzHDCFUROfKYKskjU2GEKiRU3ZYZJdgl1ItYNNSVx4/vduTIZlwtRz3CBz9f322p9ccjbz/LeGQNDlj1yhXvsc5Oq4vIXl+ZYr+hFPMSSm5/PLLHTbeQCDAz3/+c7761a96rjcw1iCE4MQTT6S9vT07IszGt45oorM14D/2PtsbAOdHrglgQ/Xyf/rffg69YS3/fCM/nHY1ICX85aUhDrl+LTc/OaCaSUDTJrzuyW53psfDSJmcs189J8yp08qQxONxTjvtNN+lUccaTj/9dO68807GjcvF2IvH41x88cX09PQ40ro/J1BD7n/9wQ4OmxOFpIsMbBRa6kAnb/dkQPc3L+DtNamy7i8SUOvBSK8Q/XYZFgJIOpsqRhoTqVDHvBhGyzxVEdIIGYK2qPVCwHq5mr4pBCEBU5oCQOkve0lvhg1DJhObDCcJCOlsjMIu1/Vu3C3b1VtxNOy05MvzGhhKSb796EDRuq1YsYJPfOIT3H333dmeWSAQ4Nvf/jaTJ0/mkksuYWhoqGg+1UAsFuPSSy/llVde4fXXX3ecO2u3KOfsFYOkSXbYqdunbZJvXtB/Q4I3V6X43F0beWBBfhjtYmhuMOgaF2L7KWHGtwUIGIKAoYiuLixojCmtNpEyWboqxYLlSRavSrGup/Su5/LeDOf+Xzd3zx/m2lNamdIeVKY4/T7d92fv6+dNCAcF17+vjVevX8vSHkXAPT09PPvss1x22WXccsstvPLKK2U/h9HC5z73OX74wx/maUZf//rXs3OTCiEaEvz6A+2ctX+D1W7ImaFsuNtIwRFsePyjXZiRvL6qPNJoqDNoqw/kokzYcLRjdcIQgvGV0zTaUb7jvkpl6IfRIo2KePbrQ4LGkMh1xCAn2C3nuJSCWa3lvYgNwybLejNMbAo4VUg3ZN6OVQdt30QbfSG9CUZIrjyykaAB3/hvceJ46KGHuOSSS7j++usdNuALLriAKVOmcPHFF7NgwYKi+Ywm5syZw1e/+lX++c9/cueddzrPjQvykxOaMYSlMdpkbJOE1L506WIS+3GGBPe9MczHb9/Iyr7ShfjsyWGO3LeeEw9qYNftInS0BIlGDQgXGDUngIwkNWyysd/kxbfi3PXEAA88PcDbS5P513ngjleHeWNNipvPbGd/exKjX1PzI820ZFpHkOvf28Jpv1ufDaS3cOFCfv7zn/Pd736Xf/3rX/zhD38oqU6jhfb2dr71rW9x0UUX5Z37zW9+w49//OOieURDgt9+sJ0P6oQBeSaf3HBamU8oNnzcS85jEpmG+atKe782JrcEqA+JfDHiUQ9T+oy0GhkaUX7jzU4ao2We6qhEJi11gkgA/56FpQVObfKYXFMAUsKb69O5p+HK01MFdmTgSmdXxF1JPZ+M5OuHNXDlexpKquMNN9zAV77ylbzjxx9/PI899hif+tSnCAZHLZKAL2KxGJdffjl33XUXt99+O3/9618d55vrDH5zagvjmwJq2DH4mJ/IHdBNVQAG/OKxAU77Q3dJhGEYcNS+9fzjmik8//sZ/PJrEznhsEamTAwRDZuQTsDgUP42NARDwzCUhKRJKCgY1xbg6EMa+NnlE3n+9zP4x9VTOHzvekqxFL65Ns0JN67jL88NWt01H1NJ3vPQ/k9KTtwlxnePbXHkvXDhQi699FLOPfdc/vWvfzF37tziFRoFnHTSSTzyyCOehPF///d/fPaznyWTKfwOY2HBTWdZhKGTrdd36TYFOUjF9Xy9nrMNAd39Jst7yxt4MKU1oIUQ0TeXDACkCQ3hiongemBUIlyOlpRprkQm9SFB2F4e2EeAZ0xJZ71BQ1hY4UFKw/z1aVeDs07Y47ml8J8s5AdHRV09IoAMfO2wBoIB+PrDAxQL2/+DH/wA0zT53ve+5xh6O2HCBK6//npOOeUUvvrVrzqG6o4mTjjhBL73ve8RjUY555xzePLJJx3nI0HBjac2c9CsiDWRRpO0HtMt8joHhiSRgS/d1ctPnyptvsoJBzXwuQ+0cdS+9UqbSGZgOK5OBmIQngh1UyHYBqFWCDaBTEMmDpkBSK62tjWQ6VVfeiYIIkhjzODkIxo56eAG7n9mgB//sZsHny1cr+5hk3P+soEF61J89egm5yQwnSg9n4f1T1py6eGNrB/M8IP/5ib9LV++nJNPPpkbbriBJ598kmuvvZbrrruODRs2lPSsKonZs2dzxRVXcM4553gG3bzlllu46KKLiMfjBfOZ1BzgV2e2c8KuMacPw0axDp09PN/TFGWnEfmaiaGc4OWGEJneFrI6EB4VysoW9XKlhIaIMolmNn0KTj0VCghbDKNBGgHU5L5NRiwkCBngjFPvlOSmKeioE3REDfoSpb/w19ZlnJOybOgzdx2nXV1Lv6F87qT6yCvL7HH5vAZmtwb59L19rC0ykehHP/oR69at4+qrr6a9vd1x7uijj+aQQw7h7rvv5he/+AWPPPKI61lVHvX19Rx33HGcd955HHPMMdx///2cd955LF++3JFOCPjJcU2cvltUMy/I3Em9N+blzwuo2bnn3bGRP75c3Nk9oyvEdz45ng8c04wIAsk0DKcg1AHNe0DrEdCwqyKNYJE+TWYAUt0w+Ar0Pg19z0J8EaRNMMMIITh2XiNH7dfAb/+5kW/+ah2rNvivEZoy4esP9tGflPzghGYlZBy+NHyEodahkYLvHN9Mz7DJr5/JEVV/fz9nn302X/rSl/jOd77DOeecwy233MKtt96aXatlc2LPPffkggsu4IwzzqC1tTXvfCqV4oc//CHf/OY38wZGuHHQ9Ai/PaudHbpC6qHpJOr1LfpNmvS9zjpuyvzhtkLwzrpUNjpAqZjZHsz5M3y1T5WnKSWNEYOAIaxVSDcJBtCyqZmUgtHwtoeB14HZm5rRe6aGuObwBpL2MEWf2gcNwZf/O8B/FpfuxJrWHOCV89poipT4SAol08eIuwWh33UhwUsrU3zin708v6r4osS777471157LYceeqjn+Uwmw3/+8x9uuukmHnnkEVavXl00z1IhhGDGjBmcccYZfPjDH2bnnXcmkUjwta99jWuvvTYb2t1GKCC4+phGPntQQy7URimP2e4BGoLhtOQTfy+NMD52YgtXXjiOyZPDEE+DmYTIVJjwfmg/UWkWm4J0H/Q+Buv/Ab1PQWYIjLCqb0TwzsIkX/n5Wm57qLh5+UuHNvL9E5qdk8EKabS6BmJNPv/SXRv5yeP5vrGDDjqIn//85+y+++709fXxj3/8g1tuuYVnnnmmopEFOjo6OOCAAzj77LM56aSTfANsLliwgM997nPce++9RfM8b/8GrjmllaaYUThIoQ7dl+jVwLy0Nz+EBVfdvZGv3bOxtLKBupDg9x/uYEZ7iLRXnV3lBgSsHTA586a1DJYxr6wATgLurkRGhTAapNEMvAF0bWpGJ8wKc9W8+vxZvXpjkOrlXf/CMDe+XFj11RE04LEPtbL/tJA1WUjL20ahBqd/6CU9VReJSCAoWD9ocvH9ffzx1eJ1t/0Hl156aTZ2jxfWrl3L008/zb333sujjz7KsmXL6O8vL5bRuHHj2GWXXTj00EM5+OCD2WuvvWhuVj30e+65h6997Wv873//y7suGhLccGIT5+xd7x2bCQo/N0MQT1saxiuFCaOp3uC6Sybw0VNbVc89FYdgC3SdC+PfD6HNsJRy/wuw4pew8TGUWSkIQTXC7yd/7OYrv1hLIlVYIHzxkAa+f2ILhj1wQg9zUcxZIgBD8O0He/nmg315SwY0Nzfzuc99jksuuST7vhYsWMAzzzzDI488wpNPPsnChQuLmol0tLS00NXVxf77789xxx3HgQceSFdX4c/71ltv5bLLLmPlypUF042rN/jmsS186uBGNUDCy1hQjtTySuvo1PmkDwjOvGkt//di6SMTp7QEueVD7dSHDaeG7/MODQG9wyYf+v161g5UZNLmR4DfVyKjQhgN0pgEvEQFnOEfmBPhsv1ixIv0PCIBwX0LE3zl0fKGov74iAY+f2DMNcO0hI/WTu5O6iIz53n3SetYQE1q+v3Lw1z52CCLSpgBfMghh3DppZdy/PHHF3WGDw8Ps3LlSlasWMGbb77JW2+9RXd3N6lUinQ6TSqVQgjBhAkTmDx5MtOmTWPq1KlMnz6dyZOdMSdffPFFfvjDH3Lbbbd5OjMnNxn88sRmTty5To2ALpdYhbJknVuChjGzK8TNX+1i3v71kDDBTEDzfjDtcmWG2pyQJvQ8AEuuhvhCMOrU/UUEdz7Qx4XfX82a7sLa42WWxuHfq7YenlsA2U0oKPjzC4N8/q6NrBnIN3HOmTOHL3/5y5xxxhmOSXXDw8MsWbKE1atXs3TpUpYsWcLy5ctJJBKEQiGCwSDBYJCGhga23357tt9+e7q6uujs7HTk44dHH32Un/zkJ3kj6LzwwT1ifOu4ZrbrDOdC5Pt11NwCv1RJ5miD7gaZM00NxCW7X72Kd9eXbq3YZ2qY689ow/EpeNZLHTSEZCgp+difN7C4gDmzDFwMXFeJjAphNEhjB+A5KhDv/RO71vHJPaIkCpGGUGrf0j6TD93dX1asofduH+GO05vJ6665hX52308KupxqJQpIR/qQYOXGDFc9NshvX4qXFMrg4IMP5rOf/Swnn3wykUikaPqRwDRNnnrqKW644QbuuOMO3zkih88I88sTm9l+QlAJgILPwMchHhBc+q9erini9J63W5RbvjqRGdMiimXMJEz8AMz4qnJ2F0JmENIbId2rzE6pdWAOgRGDQNQigLDye0QmQaDAaLfkKlj8HdhwHxghdRMRwYuvx/nIN1bw6ruF55L89KQWPjOvIScwveCr6QoIwWvLU3zq7z08tth7qOhuu+3GJz/5SU455RQ6OzdPjDspJQ899BDXXXcd99xzT9HRUTt3hrjy2GZO2zWW9fOVhiImX/2cF/n4EVJQ8PziBAdet4ZUGSFE3r97jMuObC6+PKxW7bQJF/zfhrLng/jgSuAblcioEEaDNPYEngQ2WYp9fq8oH965zps0tMYhhHoZ593fz5sbSlf7pjUFePncVprrRD5JuMvxhN0aSmihpTx5AzAED72b4JuPDvLYstIa1r777st73/tejjzySObOnVvQdFUKpJQsXLiQBx98kD/96U889dRTvk7MWEjw2f1ifO3QBmJhI5+AvZBHwEBI8IsnB7noX4X9AkftFePPV3bR3hq0HOxpmPIJmPEl1AIMLqS6Yfgd6H8J+p+H4XcVSWSGwBwG6WovQgABRT7BNqibBvU7QnQW1M9Vv0LT7qQJy38GK663yjcgIli0JMmply7jlXf8iaMuKPi/D7Zx0q7RwsRRCEHBYNzkx48P8JPHBugZ9h5Y0dXVxamnnsppp53Gnnvu6em0LgfJZJL58+fzn//8h7vuuovHHnusKFls1xHkvP0a+MR+9bQ2BZz3XI7/IXuNIM/cpOfne53r/5Dg+v/28enbe8ooHL5+TDOn7hIlUaLSYI9/+PTfuvnf8vLmg/jgx8AXKpFRIYwGaRwAPIYaRbVJ+NK+UT6wow9puBAJCr771BB/e7v0mcIBAY+d3cIBU+0w3dbjKdZ4/cxS7v8LqKqe6ew8goJ0WnLfwiTXPz/EAwuTJcniQCDAzjvvzFFHHcXBBx/MlClTmDx5Mi0tLb6aSCaTIR6Ps2LFCubPn8/zzz/PI488wksvvVTUD3L0zAjfPryBfaeFc7Oe/VDomYQEd70e54zbNhYcvXLUXjH++o0uWlsMZfvOxGHKR2H7bzkTpnqg+7+w4X4YegMSa0HGwQiACKhKCKOI/0AqQpAZVGGG0jrqd4SWQ6HlEIjNyRHIyhth2TWWX0JNHly0NMn7vrScF9/29x+Mqze476Pt7GkHcXRPVisFlrnq9RUpvvHvPu58fbhg533GjBkccMAB7L///uy6667MmjWL9vZ2IpGI53DZeDzOhg0bWLZsGStWrOC5557jwQcf5LXXXstbPMkLu3eFuPCABs7YLUZbY8BqKx6dqnJIw/fb8ujxFfGXExS8/6Z13PZy6ebtSFDwu7PamdUecA6dF/43YveVPnN7N8+VOEm0CH4GfLYSGRXCaJDGIcAjlSjrK/tHOX37iIs0vLONBOCeRSm++lh5o0SuPqyeLxxoLfji5SkrxUE5EntrXhoPc5e1PsSjS1P84oUh7l+YpLeMuSiRSITGxkY6OzuZPn06ra2thMNhAoEAQ0NDDAwMsGbNGlasWEFPT0/JzvK9u0J8dt8YH5xbRzAocuaFoh++h5AICV5YluS4W3tYN+Q//PiovWL85esTaWu2hU4S2g+BXX+tzEoAA2/Amn/C+vtheInSAI2gRRSoZ2pXQf8tOaaXVHM6ZAYC9RDbAdqOho5TITweVv8BFl9pEYmAsGDJMqVxvFQg7MmO44I88LF2prQFtei/uSLzn6vwtpQGVFt99N0k1z05wN1vFjdzCiFoaWmhra2NiRMn0tTURCwWwzAMkskkg4ODLF26lHXr1tHX11d02KyN8Q0Gh86McOauMY6fU6dm4WfIaaL6vWS/L4/GMxIyKSm9lcCAvmGTPX+8mnfL8DNsNy7ITWe2E7In9hUpxkbAEHzujh6eWlx+GBwP3AB8shIZFcJozNOwvpgKZJQdz28dELj+yX1RaSnYsc0gFhQMleHXuG9hkkv2iVqRLTxs8e7AY14Cxl2cVxXx2Pe6SNd20iYCOHR6iEOnNfHuBpP7FyW58+0ETy1PMVDEpJFIJEgkEqxfv57XXnutYNpiCBqwb1eIT+0d47Q5dUTrhCJa90JK7ntzcKEmHCQQEKzoSfOhO3oLEsYBc+r481c6aWswICGBNEQ6Yc4PFGFsfA6W/Bp6noR0PwRCIKwIu1L3Ndl1dZOHdJJHIdITVt4yDQMvq9FUq/8AHaeoIb6Jj8Kq3yniSEqmTQnzt+9P4ZjPLuXdFd69yzfXpfno3zbyjw+30RB2tXn3c7Xrmz2vtReLIOZtF2HezDBPLU1y64tD/OvNOEt8BlhIKenp6aGnp4d3333X78ZLQke9wUHTwpw6N8aRsyNMbgtahnypJupp1XVMbPS6SWt9C3XYfodF2EAnUq826Dhm/WMI3l6bYnFPeY7pnSeEqA+LnGbsVy1XPQzIi269CRiVcMejNbmvIgjpYT7ylABn6zAzkokxg2nNBvPL8Gs8syrNO90ZtmsP5EfSteEoW0uQbcNaAseqYPmX+OafPe9xkSWYZ7UbfGpclE/tWcdb3RkeXJTikaVJ3lifYeHGTEUXHLIxqzXASdtHOGNOhP26wgTCQtVHX4qzkF0573ZyH9lgQvLRv/eqkC4+mNkZ4g9fnEB7k5ETPNKEGZ9Rz+q1L8Hqfyr/hBEGUZeL4aQTAuQ0DT0wpX4uSx4436OfKcQmkORaWPELWHe7MltFOpVJTKg6z5oZ4dYruzj+88vo8QmD8tDCBBff3cuv39uiotuU09nQ34Mk6ys4YFqYA6aHubIvw7/fTXD3mwmeW57knQ3p0n3PPggaMKMtyE7jQxwwNcweXSHmdoboagkojSdtdSiy9dPIzQsOPpCutHrHxK2VaBe6O2ueeZOX9vFFibJnaO8xKZx73l6WBp/7FMKKnF8ZVGzR8UIYLU2jMhkJtJ4+BTsZEuWU3bk9UBZp9Ccl9y9Ksd24oNPM4s7caz9bL/3DtRq1PusUCptACgld/XwGVUcBO3QE2GF8kE/vG2UwbrKs1+T51SmeW5XmlXUZFm3M0BM3ywqtEgsJWiKCueOCHDQlxHumhdh1QoiWentNbCyBpH1xDtu0tV+ISOyOJIJL7uvl34v8bbutDQa/v2Q8syaHLA0DwITYNBhcAgtOgcQaCERAhJ0B/4T2LrMahEbsNjm4tRBd8Aj3vo8mIixfSaoH1v1d1UV3yidM9t8rxg2XdfLhb64k6aMh/vaFIWa1Brn8iEYlcE2Jr7AtpY1anYj2+gBn7hHjzD1i9A+ZvLUuzZNLk7y5Ls3C7gwLe9L0xU1SGbU6YdpUveGQocL41IUEk5oC7DguyKSmALtNDLHzhBCTmgI01Ruq+2yi6puW3qOhvGw4XsOJ3ffoJZSzWoj9jbnaoCNoaLbBOZ+bfUkaHiowWMEL0ZBgx3HBvCXui0KCIZWJqkKokUZeRgYWm+uC2P+BS1Oyd2eQv71dnpPpHwsSXLRnHcKh9utwNUK/xp79dfWUdPLLy1rgO7nLk6CwPlC7LipG147jAuw4IciHdgfSajz48gGTJb0ZlveZrBgw6U9K+pOSwZQkHICmsEFjWNARE8xsCTClKcDkJoPWOgNCIicIdK3CUXfXjesEmj3s6rFLICi45rFBfv0//7kY4aDghk92cNCudRDXuoFCwPBqePdXSjAbEfJMUHqxQjgJQSd2Rzrrj9DTaHnYeTs6t8LVMbBGT3k1orjk/ce3sGRVii/9fK3vfX/joX5mtgU4c4+omuviJ2z9SMQtHEG9Q+sRNoYFe08Js/d0q6eckcStdjGUkgynJPG0JGQIYmFBNCRoCAtiIYEREkqLsNuFxCcUj0fdvOqlm3y9/Ibu70p/9ibOfP16dp7fnq1VCpZuSPH4ovJIY0pzgElNQTL65FWvuvkgVDnz1FZDGhW7kWC2FwF5vgUdVmNLmbB7R4BxUcG64dJ72E+vTvPuhjSz2wM5ldORvy4xhVYHjx6N+7B2C55wm6Okq8Hr17uFsH0sq4nkBF0sJNi+PcD2HUEPYe+sbha6ec4rzEEpj1RPI1wHJBAS/OWlYa4oEiL+qg+28v5DG8AeQmprBxKQabJNOUNOmNtlusO6OAjE3nc9Z5tcHK/agywc+UinFlKsA5k0+eJHOli0MsUv7+jxTJIyJZ+8q5fOBoNDt4t4D8V1fwN2h0r/3z06SUdaOmZe1wUFdSGhPQdynTWse7MJIu3q1bvv2306r+6u/+13JP0uyCbSTvtoXz6X5ZutrAMGPPh23HeYsh92nRgmFhLOATp5HUePuljHtzRNYzRCo1eMmFLZFblcJ/L+lyAlpikZFzXYe0J5VRhISu5fnFLz/P0aumNVLnKNT3pUUOJd70LwanTS67hdJk6NxrFvbRly/gd7c/+vbxlp9SC1Dfem11nmny60BQV3vRHnE/f0FRzVc/5RjVz63mZFXPqqbKbM9ZoluR6vfjzbC/Y5nnEdy8uH3JbxyEPiUQd3PXzuzbqPqz8/gWP2r/e9/55hkw/e1sOzi5LKQ+jXlrLP1u+9SI/Nda29b5JrL7aJyf089fJ0Qe9uL+76Sm0n79vFv075GeTuT+9k+TUlr3rol2Ykd75e/sqPu3WFClqbi9WlAsEKbYxK1PLRII2KDEAGnGP23XLL3dCsTSA5dHL5z/KOBQlMuzw7P8eKgaXUwesj1T849wfmQpF7c5at5en4gHw2XHn63U+hDy3vHqwE0usC13VBuP+tBOf8o4+BAsHajtqljh9/tA1h28dtQW9vtjDXCc4WeKY7Pf7CX09reuShC0pPcpKufKVT0Gbr53qeJsSiBjd9vYudZ/rPf13Vb3LGX3t4eXkq5znVO1GF3lEhuNuFfZ92PqXkV7B9WAfdHQ57uQGdOLw6HYXqkVeulrCUtq9DwNL1aR4r4FPzQkudwe4TQ6QyppZ/oRfigiS7mFYFUJFYJMWwRZGGvmCX50vweCepDOzeEWRctLyuwBMrM7y4KmWZpK3GoNuO3b2DUj9Uh7B1pdU/Wj1Ngftz5OmuR8FrinxIxQSBuzz3vpssdMERgv++m+Tsf/SxsYBjfseuEDd/soN6e4SWu+cvUWp+CCVIDd2+7pE+K/zJF/66UHcQC87N87gkn4S0+w6hfEIBkU8oEkhJujpD3PqtLsa1+A82XNqb4X1/7eGNVclcn9ItaN3vTn8VpbZRO19f4euRT6F8fduK3s5dAh+cJsBCebstEH5yW783d+fNgAcXJOiNO4RMUewxKURno5EbbeV4Nq7nlV8RTClJV07TqJisLYQtizQyekMm91EW2EwpGRcVZZuoEhnJTa8n8h11XuYgz3MlbNlrXceyQtaVb56W4srHDa+PyK8ehXplfr0zt8biV5Z+PiD4z4IEZ/69jw0FbMcdjQFu/VQ7k9oDqreQ7bVLsiPRBLy5JMmf/zPArQ/28dq7iZygMaWHQNeOubWCPGKxNnda6cpTJxHpyjsg6O3N8MBjA/z1nl6eeWmIdMq0Jt258omb7L5zlBu/MpFwyL+D8253htP+vJEXl6U0C7b2sB0mIa92U2TzfM/u/135u8+ZBcrC4xevNNp7cL+PPKKUuevcTcpdrlc5AGnJ7a+VF+AU4D0zIgTc88fc92VDN61adTYlRRdfKwMVCWBVDKNhA0uhHtUme3uSeu/My7nm49AVAuZNCnJvGetrANyxIMXX98swocFwNghHD0h6OLrtkyLn2MsbCeJVUY97cv8vtQOOtbXdN6/texzyzBuv83YZrvvMal0e9+aXb0Dwp1fifPK+fvoKmKSaoga/O7+NvWaHLfVSe44AIUF3b4av/XUjf3hskH6rdxiLCD5zbBNXndVKMGBVQurXipwT2x0eO+v01p6Z7ty28xFmLp9svXA63wEigseeH+Sia9fyqjUaJ2AIDtk1yg8+OY59d4vmBhcYlqN62OTkwxv5+SUT+NTVa7zXZADe2pDmxD92c/OpzRy9Q51PyBa7jXgcy/7rajO6o9g96CuvaWknPTVVu3xXO3GPeHS3Se3T8YX+DdgQaNq/h2PeLSeA3PwdwcL1KZ5aWp58aIka7DUpRDrjMTzKfo5+n6VpPQ5TVtKnsVVpGhWx2uUCgZXQk5FkCSaVkexhjaIqB6uHTG5boDnEvXoSBaH1xHzNQdK5W7BX5Crbvkc7f0c59jGtd+bI11WuDbed3K9OekN3O8vdPVtLAP/oyUE+endfQcKojwh+d14rx+9VB3GZry0I6OnN8L5r1vKLB/uzhAEwlJD84B+9/PTuXqepKqsJaPu+/geZS5f1mWj5uP0cGY88DMHCxUnO/NbKLGGAcnj+96Uhjr10Gf9+ckCZ1LJ1tH6HTT5xeivXfnZ8wVE1K/tNTvvLRm55bkhpLu6RQe735bnZZGMd0Num3qN35+WVN+SXDbk2mN2HvO8gq5lY/+v34nVP7rL0vB35k7svPTPd9yCBAPzl5eGyTVN7doXobLBMU55aun6/3vcgzS1P09iiSCNrngLyGrl1yPEx2P5CE8ZHBfO6ylesbnk9QSJhenxo7jI9Nvd53Pvax1J00y72+1i9Gp+jXFd+WTJxf0jSmb+73l7HPO9dQgB6EyYX3dfPlx4eVCPgfFAXEvz2o62cum/MIgzp9DNY+V7x1438d77/WPqf3dfPxh5rzXevEVJegt5+HrqD3Y9EdCKRWl523gb85u5eVnV7N/uefpNP/HANq1elcj1kvX5xk4s+0MoPPtlRcFTOYEpy3j97+dqD/QynpCKP7Ltwvyzy35/7nNT+cey724VHG3Hb9PV9r7ZhIzu4RMvb0cmRzrz0uhXKu1gd7PNC0t+f4ZYyFluycdjMCEax4bJuonTsWz6NTZ2On0NN08jLyCS3LKbjOXsIWIewVe3whOmhsifS/G9tmseWpSGgCWyv3kohu7FWTcd+npD1SQt4C3K9IZaYrxe8rnX0yrREtnD1EgBuBAWPLUlx5J96+cWLhVeGCwUEvzy7hTMPiKnJe17OZwGvL0pyy6OFg1Au25BmwYpU1gyQJR3dX1HUkW2n047pQs3t9M4G35OYwyZPzS98v4tXp/j1PzeqIbReI7jiki+c3c63P1547bKMhKseHeDYW3t4aUVS+TnyHMhFBK1Xu3Tv6wny2oh9vIRvwF0Hr/+z6VxC1qFB+6Dcdh8Q3P1mnAUFQtd4oT1mm6Zk6eVBXt3NmqbhiQprGh7we1law06bkp3aDHbvKC8UlgR+9nJcRcT2Fcw+bOAgFXIN3u+j8dp3H8POQxPifv+XY17wEx6OOlsHhEcZ+vmgYCApufLRQY67rZfn1xT+IOvDgl+f3cxHD7EJQ3qbjwTc+/Kw6lUXQMaE4YSZb0LSzU1+wl/K/Os8zVg4j0uyeWUSJoMlTBD7x5MDJPoy3nlnJCQlV3ykne9fMI5goHCP9tElSQ7/fTfXPj7IUEq9A89OlFcj8BP0+uYeoQTktY/scY9G7FlGGd+CGyVp50XuC8ikJL96rnwtY6+uEBPqDcsfoX9n2rfoqG/+IYGavDk00rVT8rHVaBopKjR+ODES6tG+i7ABJ84of9LkPUtSPLIsnXMO+jV0P3+A/rFKnCft/71Mbfqv6zLPj0l6nHDbj/PylM5j7ny9/s+rk1QqYFCQSElufWWYeX/ayDeeGGKwyAcxodHgtvNaFWEkpLfw1oamvr6ieGeqLiRoi9lrbOh5ktMgHENspQcBkPt1E4uvtqJ+gyHoaCreOVm4Kp0LWKjXL0siJqQkl53Txk2XTaAxVvhz7YlLPn9/P++5pZvbXhkmaap3kudotp+vfgxXGv1gnonI55q8tiE9fr0+HlceuH4LCP3i7dWj/dvHDXh6cZInlpQnawVw5KyI0+rh8GEUqat2LJmBgWTxDkaJqEh89WIYjdFTFdM0+pISaX+k4D3CokCHLGXCwZ0BJjUYrPBYR9kPaRN++EKceZPqMRzDISR5I1DcjdZr5IbU92X+sN7svs9wsOx5j/y9ys6O3PBJaB/3C4bndU82AqqQ7iHJfYsSXPdCnGdXl9ZHmDMhyB8+0sJeM0PKh2Hna49uypYls6amUuy/O04MMnt80AohIHLPOJu/dgOGlp87HIijLtL5v50ue8xKLwUiJDh0pzrue6FwDzaTkWoCqU04wsrMEUhRwrDkw8c3M7E1wEe+v4aVRdZ5eG5livff3stBU0J8ep8YR80I094YyBGdVvUs8oSq6/6y7VRoJFCg7ed1LMC3rdr365cmG3BQOtuotK51BCR0Xe/3bVn49fODZc+TmNUeZL/JoXzLhxdhuushcweEhFTKZKjAwJAy0VOpjAphizJP9SYkyUyu7RbtjbvOmRLa6gTHTCmfKx9YmuKhpbq2IbUehmYKcFfE3UvTP1pfzcSrDIlnTy3PPORx78V6Pdkqy1wv2m3OsAVjwNqEeh//WZTkwvsG2Ov3Gzn7XwMlE8Zhs8Pce2Ere02zIta6/QoOk5LMRkrdYXzxd3fhvHrq6kT+SCd9lFJR34Zfeumcge6VNiE5a14944poG5PagzTHjOJzRkxgyOTI/eq59/uT2HN2aSsnP7EsxQfv6GXP33Rz/j96eWBBgg1DpmrDQaEI3xD535K7rTic3F7tTWsrbhOYxLnv1Q6L/Z/X3rVEkvzy3VqU12YI3l2b4h9vlt85P2mHOpoiRv7nWOheJK7vXSJQwUKTlZsRvqFiORXAaGgaA0D5RkMP9CYliYxala+g8HNDO5c24dipQf6yIFXW4kwZCT/4X4LDpgSxpwAAzvkDaPtujUKvhLtn5K6/e0y3+3w2X4+b10lMr0SWaXE2bP1yOyirPSIkI0ln1ETHobRkw7DJu70mL61L8+zqDPM3ZFjgs5iPH+qCgksOjfGVo+qpjxqQMHEExdPvy+7V27eSkpyyax3fu3/At3d23Nw6PnJwTOWbzU8z0TiCGQpnWRKXhuNKb4/5z/aMtXo7NCLJ1M4Q3zmrlfNvWO/7LN57QIz6emtdEOHKw1Fv69iwZNfZEf599WS+dvN6brirt6R1H5b2ZfjNi8P85sVhpjUH2L4twN5dIfbqDDKlKUBHVNAaNVSgwoBQ61XZw8zt3rRf+9SR1xyl9nwcH4N3evdnoQtc+/n4fbLuc1LiiODgzlvA9c8MlT3Mtj1mcOTMMCndAe6uQ6F66skF9CcqOiN8qyGNBLAemLGpGfUlJYm0pC4gcnI6zwSDf6NGkcbMRoP3dAW5p8zJPA8tT/HgkhTHzgjldCe/9+1HKvpJu57uuUHS/WFJ8j42+75dp1S+Mned41m46iGtSliaQ8+QyUtrMzy7Js3iXpNVQ5K1Qybrhk164pJ4hqI+ikLYtTPIj09u4Ig5ESWMbPMRGnFAzhzkXghJSnaZHOSqExv54p19eQLz5F3ruPGcFuoMoSa82YIvjyi052Q9Ame5OI8b2kPMCndBXjTdbB5AwuQTxzTSO2Tyjb/2MOQKl3LwnDq+cGqzGhKov/9s3q7ytHxb6w1+/rnxHLlHjC/+ej3vrCy9HS/pzbCkN8ODVoylkKGIPBYStEcNxtcbdDUazGgJcMiUMHtNDNLRqK2fosOrKRQjFHfb983Lw+Tk9237Cmk34VkJA4L5q5L8tkAofj8cNSvCxMaA99r1hTqwHmQipKA/YVI5zqC7YjkVwGiQhgmsq0RG/VZs/5Yw5NlRvXrOOlyk8sHtQjy0IkW8jI6yKeGq5xIcNjnk1HYKwd1Y9G9BFxZuknGQCM7erZ7er0yv/Wz+1r6lWby+Ls2vXk1w18IUi/sqN/7PRiwk+PjedXzjqHq14p6tXYAmuO1f4TwmyPXoAUzJ5w+vZ4fxAX73zDDLN2boaglw2u51nL5nlFBI5NZ00LW+rODVeoheGo6uVdjvztRejlsjcAh5nO/JlFz63mYOmRPhpv8M8PKSJJGQ4Mhd6/j08c20Nljrm7tnp2fz1o7rBGcCaTh1XgN7b1/HN363gT8+1E9iBISeMiFlrZ+xZtDkDYdiNMiUpgDv2zHCBXtF2XG8tTCZ3dlAOjs4+rP063EX6NDlPwN3jxBNg/a4zis/x37u/X7/sUH6EuW19UhQcOL2EcyRSnnXZQLoj1eMMTLAxkplVghej3pz4HfAOZuaSSQAtx4eY1qDKL48pXBIg7zTYQO+8XyCu5eUP7T55/OiXLS7tbaBLTQcLV7kF+nXsN2Xl4O8sku8RgJB1WCvejbODa8mCs7SHinqgoIz5oa55KAou08JOc1inj1r13H9nOO4UAEAJZhpqRYDMrCG0nqktaF78PRznlqITx7uuvjWXcs7JMAQZBISwwAREbnQH16LP3ke0+qoH7P8Es+9Mcw1t2/kjicHSW2GZX7b6gSX7B/jCwfUU2fPLSna5ITnbsnNtej34qdiFMg8KHhuaZJ5t3SXvRzyvOlhrjm6yTInucoYgSSNBgV/fHWYHz1eeC2ZEtEL7AYsqURmhTAq8depkKaRMkFISdAQZIppCHlOafdpwQdnh/jPihTDZQ4I/s7zcU6eFmRKk5FzEoLrw3BLR61X5kUo3tXM763laSp2b1x6p3GTikUYi3pMPnz/IE+sqnw05fqw4JhZIS49OMoB00Kq6GycJbtKwllvP6Go97qzx6VyngswhMgtTOQW/rqGJrAWaPI6J3AsuGTXL5unplXkCXrpvEbP2z6WkGBIyxcm1Egx/V6y+yK/znmkKZ3HTAlCss+cOv5yRSePvqLI46GXhxkoczGhQuiOS77630GeXp7mppOaGFcvnKMYPduodrCUEU5uWVxMSzFdGnm2Ltp7dXXmpCn57mODZROGAE7dIZJd7twRe8tOYWszdnmFfCpWNdcOVuwdDQDl29tGgNEijTWVyMSUijiaQ4I1aVn+wicaUqZkxxbBMZOD3Lm4PMG5akjyrecS3HhE1DriMof42Yf0oYV5PW7hauw407o/GHf2en7SI4EtbAxY2G1y6t0DvFrG2unFEBCwV1eQ9+4Q4uQdwuw0IagIIqV92AJL0AiXYJSW30A678NBJNJ1TMsnj3BcwiQbfM9Vbl56/ZxeDs4FuXSBYZATiIZef1feGTtf7WXa5Qjh7AAUum+v+gksEhXM2zXKvF2izF+a4O5nhrjjiUGeXxAnXaFXffc7Cc68YyN3nN5CS51wdpoc5iUXhMxv8470dqdG+wa8TFFeZfkRjf49CiAA/1mQ4K63C8/W98Lc8SH27QqrYbaefKN1OvLkgV6vXKUzUrKqv2LfYD8VGnBUDKNFGqsrldGGhGRiVLB62NS+3QLsUeCUlPCB2SEeXJ5hsMyex+/fTnLm7BBHTbPsvLogKKVBu+Gwk7q/PuG8tlCefmVYvaOhpOTcBwc3mTACAqY0GezQHuCAriDHzA6y18QgoYglSDImpBVJ5aKJWpXPcyBbAiLbc7cFiJ1GS++nAdjPS4/OqudjC+zso3UTl5berQE46uJKZ2r1sIkhj5y0jOz1Wex66j4cifa8fAjO/Tw8NTDBnClh5syI8PlTW/jfuwkefnmYZ96O8/riJEvXpYlvgjny4SUpLnmwn9+e1ITQiR7yNQq7bl79KMe34iJ6U2sP7uuyF7uP+ZRrJU2lJN9+bLC4adudjYCP7FZHLKhNMHYToN3GvbQjdyfOuq+MCav7K6Zp9LOVaRprK5XRqiGTaBgagoLBlLS+R79WUEDYorSW7ZsMjp0S4PZF5WkbKRMufybOQZ31xOyQDbo6qv+WSyRSO+H1QWV7Zu6WWwSG4GcvxHlkZfF7DQhoDAuaI4JxUUFHVDAuJhgfM9ipw2D38UFmtBq0xoS2PgRKaGWrJMkbluoOQY51zFcbIJdHnjYgPHp31nHfY656oNXFLtehVeBxzi3MNaLzqqN9vQAyIud/EdpxXQi637ldhqGdz5rZXGXZx5JAShI0YN8dIuy7Ux2YksFBk8Vr07y+NMmCFSlW92RY35dhbW+G9QMmq9ak6BkwKdaHuuWVOCfPDnPqTnW5gQfZeruY1otIdLi/Gf2477cjXde5Om3ufIKCG58b5NEyZ38D7NsV4uCplpaR15nTjnmZn6W73mSby1BSlr0eeQGspkLz4YphNM1T7kc3Irzbqx5yV1TwdlL6+8LAecKRLleNjISzZof5z4oMG8vsfb2wLsMPXkzwrf3qck5Yt4C3y7MnRRVTu90fh98H5dt18zkmYG2/yXWvFJ7MtH2Lwcd2DnHI5CDTGgya66AuIAgFyU0Gsz9YSW4NabcvQvdZZI/Z1bEFrXZcJ4y89K7b8525bZfrpUGYuYlsWc3HRRbuZy7ceYCnMNfrYt+fXX/dZGVYdbM/bcf9eNTZTVj2DGwvLUS67sN+FvZESYt06iMGO0+PsPOsiOVfUuXIhGT1/CHefriHxatTPNsj+cdKkxVD3t+EBH707DAnbBch5P4Giw0xzx7y+Aby8vLOypHW3UFwpw0I3l6d4huPFA506YWgAR/dLUrIsCbhOb5vrx4i2r1pDdh1H4aA3rikv3IhRBZXKqNiGC3S6AUGgYZNzejtXomZhvaIoDEIAykcnVbAWx5L1z9WmnQGZjYKPjQ7xM/fKL8X8sOXksybGOSIqQF8u2d+cX7cPTPp08i8BKgjf6/McX5MAcE/FiVZNehPjGdMMfjsjkHmdAZobxLWynAip0XYwdkgJ9T0D0g3ubhJIStITTCT5ISfoX4NI7ev95r1e8kKSO3Dzc7F0O7XIUjJpc/IXL4OIesmPJkTupAzKWWv0wjRcZ1dd70XbAt4kQ266CA6yBGlg5Ak2ZhebqFrCDBCIAK58hzPyUWqdp0zVlorfLvSECUDKxOseLafjYuGqZMwt9Vg9zY4ZVKAa95K88Bqb8H27MoUz69MccCUUK7TpNfTo4ftgGMQhFVRB5lovXi7Heqk4v7fC0KFa/nifwZYN1S+gD50Wpi9JwZJ6cq5q1qOY45E+q+zUoo0TPoLLHdcJhZXKqNiGC3SGECNId5k0lg9bLJ+2GR8TNAVM3i7N+PswesmIi94NLJkRvL+mUEeWpXmjZ7yGlY8I/nUY8M8cnI9nTGh9Zr9YH8oumDRScUlyJA5G7c7X6+G6z5nw5T8e7m/WerUSQEu2zFABnhrRZrwWmiKGbQ1GjTXG2r+g9scpJedFUq4es22gM1ArBW2ew+Mmw2pIehfDYPdEO+FRJ/6TQ0pYiEDpqn27c2OryGEJug1ksn+bwt77ZhdH4fQ1o9r+36/bhLL+9W0DltrytbJyP0ahkaShiX8DQiEIBiBQASCdRCMqS0Ug1ADRFqgrl0RxsBiWP0YxNc5n0GexmHfV67zQEBgJk16F8ZZ+/oAGxcnyCRNDCu4YcpUUUbbwvCNnYP0JNM8153/XaRNeGxZigOmakFAC2kG+rOT7n0/9cKrF6+fFs7/3d9CSHDTc0P88+3yw4VEg/CRXaJZ/vZEIa3IVTU9oUCwYcgs279SAMsqllMRjBZpbET5NSZvakbr4pLVQ5LxMUFbBJpCgt6kxMg2KndvWzgFsUcHwATqQ/CpOSE+/3Si4EJBXni71+QLT8W59Yg6hKMRayRWSMA76ovHR+RxX3qS7AeoZa5PiAMSScn8Hm+TZ3MIPjYzoBQKqeRZKgPr+0w29JmEQ4KmmKCt0aApZhGIow5C6y1r96HbDoWAwR6Y/wAMbYTdT4cDPwktk5TAzCQh3q9IIzkEqUHrd9jaH1bn7P9Tw+oaM6W2TMp/X6Zxsrn+6zqe7akHwAiAEbR+DRBBS+Bb50QAAkEl7ANhJez132BY/RphZ5pg1Nrq1G/A+jVCVnl22jr1bGz0L4G1z8DSe2D985DqyydyNykKaWkmQAaG16foWRxnwztDDKxJIU2JERCKMFxIS4gG4KMzArzQbXqu8fXqunQuMrDeJhzas91G7P/d7ccD5XSIdDOlrqkE4N21ab42ArMUwHGzIuzcEVDRgt3Qy9HrmkeGLljHDaC7zBAmBZABVlUqs2IYLdJIAYuAPTc5IxMW9Zns2qHizU6MCvoKzYT1CokMeZpJMg0HjAtw3OQg/1xa/tyFP72T4tDOAOfvEnbOG5D6B+WjLTjq57Pv1zDd9+Zl6hIqBHOvT2drRr1gXARHr0fvpCZTknW9kvW9JpGQoCEqaIwaNEQF0YhBMOjqBeb1eEVOkAwPwhv3qy3WAp07woyDYNY8mDgHmiYqwVk15NkZqoNkP/S+Ab0LYM2zsO4F6HsX0gPqORohRWD2c9afvR0/zACZksT70vStTtCzOE7fqiTpuGnxokAUWXkuLWF6vRrm3uPxnfXYS/JCviDH9b+XZm3X2f3YPTp3Kq1HOXnVUiRimnDZQwOsGcFciKaI4Kyd69Tsbz/h79Z+7P6HAN+Z8tZuLChYU0ak7SIYAlZWKrNiGM2v861KZTS/1+QUAFPSGhY0BQW9KUmxlRc9zUDaMVPCedsHeXJthvUjmN7/5ecS7DPOYI8JAbWCSB4B+LQ+Pey0Xj/dWeM1pM+zinpDzu0LcquBujFkrQPk9/x090IiJYmnFIEYBoSDgvo6QUPUoDEmiIYtp7nhvhetvkZE/R8fhEXPwLtPwn+vUyTSPAkm7ACdO0HXLtAyBerbob5D9dw3O0aRMGQG4t0wvAGGVkPvYuh9B3rehr6FkOhWJCGlpvVYEW4llm/CejlagMFEf4bh3jT9a1L0rkow1J0mHTdBgGF4axV+EKj2EfcJnRHW15hx3FuBDO3zbq3a95oSNBN3Ryog+O3zw9z+1siWmDhrpzpmNhv5a/gUsxRk66N3HPPr2RyBRWUG+yyAjaj4fqOC0SSNtyuWUW8ugqlAjaTqT8n8hlNmpzFtwpR6wce3C/GDV8t3ivckJB/5b5wHjo/RWS+0cfsFIF1CXrjPaSqGW/MA58fnRyoC6gzojAkW9edXYdGg5H89JvPGGQwXacdZArHKt0lkQ7+JIRSJhEOCaBhidQbRiKAuLAgFBYGA1QvO9g4FiLDVCiUM9sJANyx/SWUeCEAoCvVtEGuD5i5onwEtXVA/Dho6FJnUd0Bdk2YSspzE1YCZUmYze0v2Q7wHhtfD0DoYWgtDa2BwNQyuUsQQ74H0IFm/jU0QwlDPx55Fbz90+38TMsMm8cE0Qz1pBjakGdiQItGfITWcQdrunzKJwoZABTT810rTt11Mb7Kc8aarIfoV59U+i2rfHpqJftxNKkHBs0uTfOnhkZmldhkX5KydIqRMt0DxqKujXh5p3IYOoCEsiBiCBT5ryI8AqxiliX0wuqSxCNVf3uQ1PBb2q8VrDMv80xJRdvmepEfmpb5kWwhm4NRpAZ5YG+DxNeW/1Fd7TD763zh3HFVnzd/QyvIyK/mp5XkHXLYjqe1kk7i+Nu3+giHBHu0BnvK4p5QJP3ozQ1tYMLdZYK+UWgrcg5wSKUkiJekbAqSZ9fmGg4o8ohFl0oqEIBQyCAUlwaBQ372dmFCu/ukU9K6GjSthxStOwRq0bP+hMITqIdoI4XqINKgtXK/IJFwPoTq1BaPWb526LuuMtsu29pGWXyRj/aatLaX8Kekhy8di+1fi1v4AJAcUWaQGVXqZyvlfkNp9ak5xI5RrvLb2YD9YE8yMJJXIkByWJIYyDPenGerJMNSbJjmYIWPFshLWMFphCIc7pBwI1FBTAfzfMpM/LfH/DvbrtMjZS3PIy1VPiP93UOybdYcP0UklIFjfn+G8ewfYWGZAQlDxoC7eJ0p9SAUgLl4hu1Iy//uzT2lZSGBKY4DVg5lKhhBZSoVWRy0Fo0kai1GjqJo2NaNFA2rxksawyHbOu6IGvfqY52K9F3ca7aUGDfjC3BALek3WjMBMdf+KNJc8leCXh9ThnDEryHME6vUo5K/wrLe7B6an0b5iy39zyrQgv5yf9PSpLxuSfOZ/KT4+I8DREw06wioze7VUh2umAByDkKx904ThhFThwfsAkVHmMgMCAUEwAJGwIBISRMJKU4lY2olhKA3FMIJKeRCuQsy0ckglBmFgDblFeMzcvduVEeTvZ5+Z+7yrx6z/eh6zTmRHRgltA0QQZbfDabqzXpGZlJimJJORZFKS+JBJYjBDfEBtiSGTdNIknZSYmvNJGIpwjSJriPvBvsoQuWk4SRPm90n+siTDPatM3/c+sd7gPVNCuci3+pBht1bsjgXn6PjYFwjntcJ52HHOJ006I/n0AwPKQT8CfHCnCHtMCJLwWy/DE14qk04kqoJSKi2jJSZ4dGmG4coFlnyzUhmVgtEkjXWoWYubTBrrE5IVg5Idw7lG1hyGtgisj/uoMnlrFuDf8EyYXi/4wtwQl7+QHNGwuF+9lWJag+DyPcPaGHabmfzUbbTzPi3UbYry63EJK0O73DQc3hXg4AkBHlvt3XPsScLVb2X44xKT/TsEu7cYzG4QTKgT1AdVlGG7o6cvVFcK3GYtrGszKUkyBYPx3Eeqy9uAoUjFJpdgUBAKKb9JKGQQDAoCAXLkEjAIGOp/W6Bi5GR6bjiu63/3fvaYteNFFO4es30LGZBIpISMqYS8aZpkMpJ0SpJOSpJJk1RCkkqYpJKSdMokY53LZKQ1ylhm8xdWHTaVIAyR2wQwnFHa9YakZPmQ5I0+yQs9Jq9ulBSbd3bu3AgTmuz5SZoJ1UvIu+HV8fGLfODQYlw3pMvrgOBrDw/w1xGsxgcwpz3AOTvX+UcJLqRA2eeF/o/zVwJd9QYYMH99RSdvv1rJzIphNEkjDiwEtt/UjIbSktc2muzYZqA7kadEBb0JqSYo+12stW/HMf0X9SEdMTHAGdOD/KXMECM2vvFikmkNBmdtH3Qqj26B7xWt03dguJtgXHmiHXeRYzAI39knwjH3DhWM7LsqLvn7csnfl5vUBdTImUlRmBoTzGgQzKwXTIwK2sJqgmXAEmb66qyl8qyXZpK9BQmpjLQmVklvy4ctALOb0AjHJhMlaAOGdt7IT2+TjP0rpcx2oG1CyGpcMrdvWsSQscxIZsZa/zsjcyvnmio/M6N+3feQJQX7fwFiE8hBiOyUjOyqtsMZ2BCXrI1LFg3BwgHJ2/2SVcOS/rRksIxmvktHgIv3rFMxxqRVYHY0oqtX46U9uzvlXsf1A17pdQ0+JPjNC8P88NmRhV+KBAQX7xWlMSzy1/7Wy/VQJryq605jAs0Rg/aoioz96rryl2TwQYoK+otLwWiShkT5NSqC59abnD5De0OmJBqEzigsG9Qj4GotUh8zXqjXYrX7tAkXbB/ilW6TN3rLtz+mTLjwyTgNwSgnzwg4Z81m6+T69ai2kwA8tBQ/zcSdZwYO6Qrw7b0iXPpMab2xeEZNYFwTh//15DKMBWBcnWBinWBmg2B6vWBKTJFLc0hpJrrAyi6zXVKp2u1l/3gTi42scMZdiMye97vQ8fQcheRX2FcHtBqcXx2zZGBYBFEBODQHck1hKAP9KVg9LFk2JFkyJHl3QGkS6xKS3k2UV211ghuPqqej3tCWg3Vr0a5fu1eRF76BfE2i2ONxC+4g/HN+nIsfGhzxKnhn7hhhn86QWpGvmFbjVw93R027xgCmNBoIA1IJWUlNYy2wolKZlYLRHhBfsWG3z67PIDMhR5QFgIl1gg1xyXDGbp9ercijRbh76ag23hSEy3YJ8elnkmqEVpnoT8GHH43zRxHhxOlB51BcL40nrxflX2V13P2xumG1XAFIAWn4wq5hEhn42guJEX9kQxlYMihZMih52lqZ2BCKTDrrBJNjgmn1Oa2kIwxtEUE0AEGrB2xKi0dHSCh+d+sptH0FUSEJVRnhvimwtQY76ochlJzOSEXo3UlJdxJWxyVLByWLBiUrhiUrhtVKl5Vej2lSvcHvj6tn30kh/7A5bsEJpbdTrw5dobwDgocXJjnn3gGGRnizO7UH+NhcbbRUMZFRSOPwkSMT6g2aIqryy/syLPCZaDsCLGMUh9vC6JNGxRw2b/VJ1g9LxkWF44UFBUyOCRb0uxqAuyeA/r9XK1EJkybs0mLw6R2CfP+11IgEW19K8qFHE9wKnDjNmsORbfyuFlhoRjnOU66qOs+5batS2zfhK3uGmVwvuOL5BMsLxKMqB6aEgTS8MyB5Z8CZZ1NIzd6fEBFMrYdJUcGkqKArKmiPqKjFtnZiVzNj5SkLfMtbOuzXpM/J0+XiYBoGMpKeBKwclqyMS1YMSZYOKTNib1JpDqPxbA6fEuTa99Szy/hAbuVB+yb8KuC1wp8XF7s1FHckB5ynAbUK3/IUZ/1rgN4RxnBqCgsu3y9GU1hYM79Frhy/PoNfh86DTCRqLsvkRsuUbgheWZumv3IrZb7hUaPNimpoGhuBlk3NaPWw5K0+k3HRgLP3IgTtEcH6uOqBGfoXqP/i879b2KJmU79vWoAVQ5LfLxyZf6M3KTn7kQR/OjTCCVMDWhBjt7nJbQ/RJaarFdv/mq7/3Vl7HU9Lztk+xHs6A3z/5SR/WZSmp3LB0/LQl1LkuXxI8kJP7nhAQEMQxkUE4+sUkUyNqbk34+sEHWFFJiFDjWqzVnnNmr1sv0JW4ayQxrKpsDUE4frfJgZQ5su0VL8DaehJStYnJSuHJf/f3nmHx1Gdbf83s129WZKLmmXJXbblXiBASICE0EtIAqQAIUAqSXhDPiDkJYQkJIReXjqEalMCgVBMcbfcu+WmYluSrWZ1acvM98fsrGZHs01aSS57X9doZ2dnzjm7mjn3efrBTjjUKXO0R7FBtLoCL+wHG1PSTfx8uo1rJ9uwmPAvrAX+tgVk+lbp887AgaRoPQT8n2kj6cQssPagi8vfa6Oun66rogC/muVgSrqJblXNJuhvIPU7oRFjAzCKwdwiyzAqWcSmlsg1wZowShNEgO3RbCwcDLX8bQbWEoV0IgD3z7Bw61Rz78pd87/scMP2Yxp3Qe3KRfs+sN7Ce57Srigo//M7N7v4pLb/omWyVeDlRTbOz9dJHBDwXtSOI/h/TPA/N5zrvF5E+1sk3qp0s7jSQ3mLRMsg1AyPFDYR4s0CCWZIt0GGTSDdKngJBjJtAskWsJsUQ6ZdVPYtov9kDX3/zVoX4kDnhEKg5MUeWZFQu72R1D0exQjd6lI8/472yDT0KPuNTmW/ww2dHpnuIamIEBxmQdG/zx9p5qpiK2flmImzib2utaE0eoEWK4Yn684zUv3oYRFYWe3i8vfaqR1ArMOV4638ZrYDt6T5X4Z7DwjaHYOVpywjIZBohUkZZr9sDGe/3sLS6qgZwr8BfBitxsLBcCht/w+4LhoNXZln4rXTrBhmUhOgsl1ZtYne94Y3sza6NASRmAVodcv8cr2LrRFmw9Ui3gwPz7Hxg2KzzmdV6LurPqSBHtY+x4yWgAHIRAtvrJnkggPtElubJNY1SOxpkdjSJLE/ehXGogqzAHFmcJgE4kzKfrxJINkKKV6DvE1U3IVtIthEAasIVhNYhV77rEtSJu4uSfZKA4KfgdmX80+GHi8R9HiJoUdSvO26JZl2l3KPdLoVu0+nR/H26/YcHxJQKFw81sLv59gpThZJtIu9BaPCkQ5UGN2rIRc9Bh+oEof2ebQILK1w8r0PO/otYQDMH2nmL6fHYRNBMpLgQxGXEfSaZmBCmolUh+j7Ho2dElOfPzYgstOgDZgKVEWjsXAxHJnhyogSaWxuluh2KatLPxHY+48b5RBo6lEecL//u5+xysByZSQOCwJuGZLNAneXWLi5zElNV/+mgQ43XLe6h+oOiTumWRR1hbZsKGhEfI24H6o7mb7qLd+Dp7veT90lKxXlPMrkOC5JZFyKyCVjARE+rfLwtY+MXRkFQejrQjqEcMu9qq9enAjT89DCbDaTnJxMamoq8fHxbN261fD/VpQiMnOUWVFBeWT/WnD6hYz2oK8p74faxY4WAf81cl9i8amUvQfN8PqOHn78aceAJOHCZBN3zHXgMAm4tTVifBCMxxEIBudJMmQ4BFJtQu/C0AS7Gt0c7UddjwAoZwiz26oYDtLYhKKYGXDfBztlKtolJiar4Xz+E6xVhNEO2N+u5K8PiUD2Dbn3Q5cMeXEKcfxqo5O2fkqZkgx/2OLiYIfMg3MsxFsEXxCz32AEo4FpBqd/OAM9rIYGSSPC9G7qfS3CmDhIsAi0G3iPTZgwgXPOOYeDBw9SV1fH0aNHaWhooKOjA6cz8vxdMQwMJpOJuLg40tLSyMrKIjMzk1GjRjFixAiSkpJITk6mrq6OHTt24Hb31a239sj+Ru5Ak6f+PkU9TzPz9zk/gKjRhyR0n3tVqA+v7+bW5Z0Rly7QItUm8Id5DrLiNPEY+iEZeV74GeZ1F+nGK6PY3sYkin3OWV/niWYNjc0ohX2HFMNBGvtQ0vjmDrShTjdsaJSYmCJoVFT+q+pMu8AxJzT2aLPgBpGVjbQ76r73sh6PzMw0gd9PsfCHra4B6aGf2efmUKfMswusjFKTHIYFzffUr/y0D7QqUWi/svY1mMrAKwGNsAskWZQqiXq4XC7Gjx/PpEmTkCQJl8tFd3c3zc3NNDY20tjYyJEjR2hoaKClpYWWlhY6OzuHVTo5GWC320lOTiY5OZmMjAwyMzPJyMggNTWVtLQ04uLisFqtiKKoBBVKku8VFHIxIo0OfekRCLwQUaFfXKnSreG5Ro0JGJKKAIhKLe3/WdnJw1v6F+mtwmEWuHOug8npuuy1wb6f77vp9E6BfgxBQJZkRiaJ/rnnACSZLw9FzZYBsCqajYWL4SCNY8AOokAaAB/VSnxvrCZpmhbe+zcvTlklO33an0BLGjDOg68TuVF02Odki0iShT9uHxhxfFTj4euf9vDUPAsLskx9iUP3fBnerz5JIsjqyXedwSpQv9rT9JNiUYzPNQb1otva2mhvb8fhcCDLMoIg4HA4iI+PJzc316e+kiSJ7u5uOjs7aW1tpbGxkYaGBhoaGjh69ChNTU10dnbS1dW/iN6TEXa7HYfDQWpqqo8U1C0pKYm4uDgcDgcmU29GXy1BGJGCKIqYTCbMZjM9PX0n4Q41W3RYqlDNvgqjxUifc3WqKEl/z3o/MMGBZokblnay9ODAJlurCX4/x84ZY8xeTynd6lA2egA0YwxKKL3vJUkmySowMl70f+ZEaGiXWVsbNc8pJ4qkMeQYrmo3G4DzotHQygaJ1m6ZJLWeNfSZ+OwmyIkT2Ncuh+Eho7nYb0WhFVmVRrrdcN5IEUm2cM+OgRHHjmMS5y7t4Q9TLfxsohmziFd60g1YG1VrQJLGetgAqySf4R/6ukl6XwXFLTY7TmBLc99xd3d34/F4EEXRt4oFkCTJ7z2AzWbDbreTkZFBYWEhgiB4czJ56OnpobW1lZaWFpqamjh69Cj19fW0t7fT1tZGW1sbXV1duN3uk0JKEQQBs9lMXFwcCQkJJCYmkpiYSEpKCpmZmaSnp5OcnExSUhJ2ux2z2eyTGvSSg/53DgWVNIzQ6csj5Tda4/tJWx3SaHIN5/6U9Me896NJ5j/73fzsi04OtA7MBiAK8MsZdr6RZ6bbrXme/cauZz7NgAPdbgbHTQLkJYl+8UZKkwIbj7iiZQAHJQp8b7QaiwTDRRpl0WqoskNmc7PE6dmalAY+9E6uI2wCzU6ZRjV9utHqwU9rFWxi6v2s2wPfHCUiY+ae7W76kY3ZhzYX3LrRxYp6iX/OspCbKBh8J4LoVoPpmui9Rkb5EfS1PPTngW9iSLUYt9vT04MkSb7VruAlNHViN3qvn+RU6SQuLo5Ro0Z580EJvtVyT08PTqeTrq4uWltbfVtLSwvt7e10dHTQ3t5OZ2cnTqcTp9PpuybSCbU/EAQBk8nkm4ytVitWqxWbzUZCQgLx8fF+W1JSkm9zOBy+8y0Wi++30hKDLMt4PB48Ho9PmlNf1f6179U2tE4K2nOCkUaHC51tDf0bzRfXqz8NVvCCbtI1sq1pCccMnT0yd6/s5oHNkZde7jNEAW4psXHFOAtOrRdYIIJTv4dvLgimk5P9XiVJcVVOtBgTzWcDlJZ02IiSNXzIMVyksQMlSfaAM97KwNKjXtLoc8/2/ucEAfIcAu0uCaeEYhjXu/PptVYhpRIF3R6Z80eZQIZ7dgyMOADePuhhS7PEA7MsXJBj8n+I+0gSOtE+lOuwdoWnRSBbjrf2d0qAonlutxuXy+VbBfsu0/Wtfa//TItAhOJwOEhJSWH06NF+pKLdVIlFu3k8Hlwul29zOp1+r7IsI4qib0wej8dvfKptQF3Ri6Lom+CtVitms9knBaj7NpsNm82GxWLxta3d9ISg/m5G6iT1Gt+/xnuu+ntr2wyHNAA/gtKjxakkVRTVinzBngH9PaiVFHoH4n01eM7QtW+GdbUebl3RxfIoBMCJXsK4dqIVl0dGDmS8Nrr3g6lvhb4nSjIkWVHskn7qLgVup8Rn/SgjHQRro9lYJBgu0qhGMYhHJcjv4zqZuyb1FoXzg2ZFYTdBjkNkX7uE4LvRA62igoil+vbxEsdoEQkzf9rhDplWOhQOtMtctszJLcVmfjfJzAjVSB5I/DdUHwT5bnoYqRLUVxFSrMazhzpRB1q5BkJ/VUzBJAeTyUR8fDwJCQlAcKIyIi79xBtsnNrj6r72mDpOLSkEglZiGAqoJGyENqdMq1Mmxa6Z/PQLEO0q3Ugdavh1tat33blmgZYumfs39fDPLT2GXnqRwiTAz6fZ+O54i0IYemnaMCuv8bB9r9rvqrvELMjkJZo0ailNXyLsa5TYGb1KfTKnIGm4gS+IEmlsb5HY1yZTnCT0Tamh+6ePsEOzU6DRGaKmeKgJVxVdNSuKbjd8a5RInGjm3l0emgcYVe2S4IHdbv5z2MOdUy1clW9SVoCq5BFo/EYPtKEEZqCjCzBxBZI0ZFmmp6cHk8kUtiooHNVKNBBoYg9EDNGMORHFXnfLQBJYNPoN9Nvp1YLafiwWi49Y9WhzqaSB/+Tnm1h1N5ORVG64Msf/WQQwKfsf7HdxR1k3G+ujM6laRPjVdBtXFikqKWMO0w1GVUkBxqxI72+g+26SrCRyDKSWQhRYVeNSnAyig2pga7QaixTDRRoAHwO/ikZD7W5YVi9RnNzXL1pB70QvCJDfx5vKAEarIvAnE584LviO93gEzs4SGWGDP+zwUBmFZIB72mS+t8rJa1Uid0+1UJohGuidCUiUfsf8v4z/tfoVksZVNzlIjemenh5EUfSbKP16CUN1on2vV3VFC6oqyqh/FUYSyfFgeNePGfqOLdyxmkwmUlJSDD9TScPQAKzq94368M2xgv97/T74sg9sPuLhno09vLW/f4lAjZBoEbh9lo1zcs2BCUMLw3EaHBQ0D5J2CpAEEq2CUlzJqDMBkGQ+rIy6aupYNBuMBMNJGuuAQ8CYaDT28RGJ68Ya/OP89I/Krs0kkBsnsDeYN5V+VRQIPgMgvkm32wNTkwUemmHiDzs8fnUoBoL3D0t8eaSHnxab+dVEM+kOet1zDURmVLuNOvMHU38Yft/e72UNUm9almVMJhMez8BXikaT4/EAI6lgMKQjo36D9ROO2k0PURQDkkaPh8AZY8P6irLxYksANWPjniaJh7f18NxuFx1RzMKYFSfyx9k25mSZ6A42R/dHCxjg/2sSZAoSTZgEzRygewbrWiS+PBxVI/gn0WwsUgwnaTShMGZUSGNVo0xjl5LYzg9G/2tZZoRNST9xpIfgaqpQCKAKckowyi5w/zQz9+3y8PGR6HjxtLnh3p1u3qj2cHOxmWvyRdIcQq/k4Sco6B5gQ92tTuTWw9tmsJ9IEISgkka40Bt2owUjlZT+c1AmU4vF4vPwUo3reruEUVuDZY8IR3UXzu+lek2JoojNZiM9PT3guUe6JDBpYp9CqUP9Bqx7FfBFdO9u8vDYdif/2uuiKcoZlSemitw5y874FNGfMIzGHKjrCP+FkgxjEkQSrLo2tfsm+OyQm/p+phwyQCewIlqN9QfDSRqgqKgujUZDh7tkvqiXuDRXDB1V7V1458UJdLpl2t0BFuEB5ldDGNw0LhkSTHD3ZBNZdoGXqzxRE8P3tcv8cqOLx/cK/GSciWsKTP7koR2TrBucVvVmpJLy+yJCn6N6aEljoAbmaEHbZzjSi8lkorW1lS+++IKGhgZGjx5NQUEBWVlZJCUlYTab/eIijNoK1P5ASdDIzTac9tVYEIDOzk4OHTrE/v37qampYd++fQH7u2t9D/+uclOQKLAg08y0DJHMOEF5SNR89Eb3id4UYAbcsLLGwzO7nbxd4ebYIGRP/nqOmd9Ms5FmE/pGeuvR594nhApXd44XkqykJBkVJwZMmKoQrszbB6Ka6WMnihPRsGG4SWM5CnPGRaOx1w9JXDrGSBerNV7j+9wMjI0T2NnmrSuut2OEnktDwiMrkszPi0TGJsAjeyUao/jg7GmT+eUmN4/t9XBTkYlr8jXkoYWg2fTwe4Dk3tUlKB/IQq+3WQCokcaBJq9wjkUL+sk1lHeSIAg4nU4eeughduzY4Xc8LS2NkSNHUlhYSEFBAbm5uaSlpREfH++brD0ej5+3lL4vI8P/YEKVmNrb29m2bRsbNmygvLycuro6Q7dePbY3S2z3ZXF2MiZeYNYIE9/MMXNejpnRid4bxk8C8d433hzgjZ0ynxx28+xuF1/Uugccb2EEswg/mmDlB+MtiCh1b1BdhVXoiUGNEwkkGQSwges03NhFKEgU+9br0b4XobZN5svDUc13/yWKI9GwYbhJYy8Kc86KRmOf1UscahcZE68jjj7G6947I94M+XGwr4Pea4LdNMFsHQGM52r1uYtGikxMFPh7uYd1UbJzqNjb3kset08yc02BiOh9gJ0uRTKp6ZKp7ZI52KVUfzvSrdTHNosCiWal4mFBvEBxkkBxolLMSlEteNPLB4Aan6DGa0BoUjBaPfdnpd6fSVh/vtVqZfv27X6EoZ6n5s/avn2779ysrCxycnIYN24c+fn5jBo1ipSUFKxWxcVMjXKXJMlQ2ok2YarfRw3aq6mpYdWqVaxatYqqqqoBt3+oQ+ZQh5t3Kt1kOQTOGWPmqkILp2WLxNsFRbIXweWGlTVu3jzg4j8HPVS1D15g5eh4kV+VWDlzlAmnR1UuyP6LJT+3Wvz39TBaKAa4rQRgbJJJk11be41mEhCUgL76rqj+DsNqz4DhJw038DlRIo1GJ/ynTubH4wxW2qCZ1P1JZIQV2l0ytap9ow8xqKK394DeZ109Vy/2as6RUaLHx8ULPDDdzHOVEi9UeqJejW1vu8wPylxsbDZxVrbIJ7USy+slDnTISjK6MCAKSq31khSBb44yccEYMahglZGRQUFBgS9/VE9Pj1+6j2CShl4iCKZqCYRwJuFgxmtV3x8OnE4nBw8e5ODBg6xapeSLS05OJjs7m4KCAgoLCxk7diwZGRkkJib6vLWMpBG1bz2hREqCgiBgsVhobm7mv//9Lx999BEtLS0RtREujnTJvLjXxYt7XUxKFbk038z3xlnY2Szxt21OVh+Jngo2EM4ebebnU62Mjtepo/TwOagYjEirlg0Wk6WzVUoy5CaIpNgwfM57XXcVAnv7QFQN4DUoKZiGFYOnIwgfX0OxbUQFXx0h8slCkyaZpuw/yRuplgRFjbS7Tam3bGgY17jV+nkjhRP4pIMoKKmTlzfI3L/Hw8HoGckGBelWpVLerlbjcT7wwANccMEF9PT0IMuyL+K6q6uLrq4uPxLRk4RqeFbfu91un90gkAF4MFQ8LpeLv/3tb2zYMPBn0mw2k5mZyejRoykqKqKgoIAxY8aQlpbmC6pTpZFwgv+CQY2P+fzzz3nrrbeorR3y8gokWBTboDTIt3GyVeD6CRYuH6vUoHEHKnM8EPg9016Vm/c+lGRItwsUp4i9quxA/YtwuE1m+httNHRH7Yd5FfhOtBrrL44H0khDydaYE43G4kyw7nQzk1LQSRt6C5i/GIkAXW7Y2SZ704xoLusP/Fa/xneXzQQ13TIP7ZOi5l01HHj66ac588wz/epnaNUyav4olUScTidutxtRFNm4cSPLli3DZDJRVFTEuHHjyM7OJjEx0WcjUVfp0SYKLYmJokhnZyfLly9n27ZtVFRUUF9fb5gJtj+Ij4/3SSPjxo2jsLCQrKwskpOTfVJOpN/TYrHQ0NDAc889x7Jly6IyzuMVp2WbuHmSheJkEacEMvpJXacFUCWJQNkPInyuZZTU6pNSRawm/MjEEBaBJzb38JPlUc3afCXwRjQb7A+OB9IAeBr4UbQau3eiyO8meL2ogq4IdB8K0OSU2RMqDVggz4twfk3fTe3VQ4uKaLy0QeKpComKKAQDDiUEQeC1115jzpw5PtIwSlKoJxGATz75hF//+te4XL0ivMlkIjMzk9zcXMaPH09RURG5ubmkpKRgt9t9JKKu0gONKZyJN5DkI8syHR0dHD16lIMHD1JeXk5lZSVVVVW0tLREJR5FEARGjBjBqFGjKCoqorCwkLy8PDIyMoiLi/NJXEZjBiVj8ObNm3n88cc5dOjQgMdzvCLbIXD9eCvfzDVhFhSPRB/0qmBBc1D/POqDDiOY+WQU7cCEFJFkqxD4WfepuWTcCJz5bjsr6qJmBK8DpgFHo9Vgf3G8kMa5wAdEaTyzUgRWLjL1BqSFmtC1wocABzvhYJe+aFM/EOZlgqDUq25ywSsHJV4/LIVtfxhumM1mPvjgA8aPH+83+YeCw+Hglltu4e233w55bnJyMrm5uRQWFjJx4kTy8/PJysrC4XAgiqKPRLST7EBVWNq4BtW7qrW1lcOHD1NRUcGePXuoqKigtraWzs7Ofvejhd1uJzs7m5kzZ3L55ZcTFxfnU9Op47FYLCQlJfHRRx/xl7/8JWp9H29wmOH8HDPXjLMwOl7oG93dn0fS6HnWpw/x2S4F33FJhrGJItl6Bxttc9o5xiSwttbNae92RNNr7LhQTcHwG8JVrEDxPS6KRmObW2Q2HJOZn64xiButUPQeE15j9mg7dHmgwanaN4LdKeq+AYJ5aWhPk6FHhkQz3FIoctYIkccrPKxsPDGkDrfbjcVi6bMyDuYZJYoicXHheVq3tLSwbds2tm3bxjvvvIPD4SAzM5Px48dTXFxMUVERI0eOJDk5GbPZ7Oe9NBDi0NaqEASBlJQU0tPTmT59OrIs09XVRWNjI9XV1ezZs4f9+/dTWVlJU1NTRASqoru7m8rKSiorK2lvb+eOO+7AbDb7ZdSNj49n8eLF3HfffSdtwarTsk1cV2RmapqIWxbocYOfDREIyRr6j+WAb/yPy/77kgwj7CLZqhu7kWahj+MMvLTHFW0349CrqyHC8SJpAPydKOWiArguV+D/ZqiBN3qWwP+9wWG3DOXtBobxsH4xQ7k5bFhEpf+Pj8o8UyVRZVAx73jC3LlzefHFF4mPjw9bdWOxWNixYwff//73OXz48ID6F0WRzMxM8vLymDBhAuPHj6egoIDU1FRfRUGXy9VHGtEjUCrxYB5dalCjKIq4XC7a29upqamhsrKS8vJyKioqOHjwIG1tbRF9p/T0dJYuXUpaWprvN7XZbLzxxhv89re/7Xf9dQHIz7JSkmencKSVwmwrqfFKIkyXW6a6wcWBI062VnazvaqbrkEIxguEmeki3yk0syhLyRYb9qSrzwsVypsuzMdRkiHRKjAxRVSKovVpxMA2CjR1y0xf0s7B6Kma64ASoD5aDQ4ExxNpLETJfBsV6SfDChtPE8mJCyBSaqHVhWpenbJiGO/yRGAYN+InFX7HjQzzmma8KqtWNyyukXiyUhqUAKlo4aabbuLuu+8O23AsyzJWq5Wqqir++9//sm7dOrZt20ZNTU2/J0QtkpOTycvLY9KkSUyfPp2JEycyatQo4uPj/Ty8VNuB6sWklU5CxVSoqivtq6pCslgsmEwmXC4Xra2tVFdXs3PnTrZu3cqOHTuoqakJKikUFRXx/vvv43A4kCQJu93OmjVruPrqqyMmIID8TCuXL0rigjlJTM6xk5psUgLxAkjDrk4P++ucfL6tgzdWtLC6vJOe6GVp9cFmgumpJq4oMDM/U8RmBlc4iQYHgmCkojE52s0wMcWE3YyxpsLgOkwCL5e7uPrzqEqBLwNXR7PBgeB4Ig0bsAaYHq0G75sgcFuxxiAOwebpXmiOd7hhV7uMSxKCpxoJV7AQ9G8Mnb0BsIkCNd0yf9krsaJRjsqDlJlsJivJRGaSiawkE3aLQI9LprHdQ1WDm8pGV79Wl3a7nbfffttnEA9XLaSqX9xuNy0tLVRVVbF9+3bWr1/P9u3b2bdvX78mST0cDgcFBQVMmjSJ0tJSpk6dyrhx40hLS8NqtfrsIqprcLg1MPT7Ru9VMlFJpL29nerqasrLy9m8eTM7duygvLycxsZGPB4PaWlp3HfffVx44YU4nU7MZjO1tbVcccUVQdN/GGHCGBu3XpTBxfOTSE+zKMtnj2wcx+T3JVBEbLOA3COxcX8Xb65s5Z21rZQfjo5HGcC8ESL3llrJdIi0uwzucf3zFe0Zy8BtXpbBYoLxyd505/p+g8wdkgDnfdjFx4eiapS8FHgrmg0OBMcTaQDcAfwxWo1NTICyhSYSgskuRpok7U0hwDEnlHfIikozIDkE+CkDCRRGN57mM5sI61vgf8ulAcVxJNhFSvJtnDU5njMnxVOSYyXeIuAwA2q6c48MTonOLonqBhcr9nbz9qYOlpZ30RNB9OFFF13Es88+2+863mquJNUFtb29nbq6Onbs2MGWLVtYv349e/fupaamJuK29VC9tCZPnsy0adOYOXMmxcXFjB49Grvd7lM39TeWIpiUohq1VUN7V1cXTU1N7N+/n/r6eiZOnEhRUREul8tnBL/++ut57733wu4/3iZy26UZ3Hx+OmmpFkXX019JVUCRSkwCbS1uPt7UzjOfNPPZtvaoSB+TU0RunmBh7ggRtzrMsL0R8X++1GMDgCBAcbKJVJvGhhJKOpEBE5QdkTjt/Q4lpUl0UAXMAJqj1uIAcbyRRglK/XB9rtp+440ZApePEbx5Brz/Xa3bq1GAngrNDXm0Bw4Esy30kV6MliYB7mrdW5sIHx2V+dNeifZ+LlhGp1m46rRkvn9mMpNG2RAsghIN5fJa9/xWnN732uE5Jcoqu/nHp628ubkjrMAth8PBxx9/TElJia+UaiRJA/VQJ1c16Z7b7ebIkSMcOHCAjRs3smHDBrZt28bhw4ejYhROTU2loKCAmTNnMmPGDKZOnepz91W9tLSusNGKG1GJQS0b63a7fcTrcDhYsmQJP/zhD8Nub1KOjSd+MorTZiR4/99RGaYCESXpk1tm3d5Onvu0mbdWt3Lk2MBW1lYRrsg3c32xmXiz0FcVG0o7EAwRXCOjeEplhVJra43yqnrbBD/6optn90Q1CvwBomjrjQaON9IwoaQVOS1aDZ6dAR/NEXtLwQY3JSjQGtY0JxzuhuquIDU4AsHwfOMB2EX4uF7mrj0S3f1YrYwbaeXGc9O4alEyo0ZYeonCoyEGyWhf7s1g6vF+JiqfL9nQwQ1vNtHUGXr2+d3vfsddd90VVVdQfboPtR632+2mtbWVyspKn0pr06ZN7Nu3j2PHjg24X5vNRl5eHpMnT2b27NlMmzaNoqIiRowYgc1mQ5Ik3G530JgRdfxGWX6DFaYCRa3V1tbGeeedx65du8Ia8+mT4nj1t7mMyrTAYBuxzQKIcLDOyfNLj/HMJ01UHR3YhFmaLvI/UywUJYrK/R/uszaQmcz7KEpATrxITkJgW09AiAL7WyRmvdsZzUy+PShz4bpoNRgNHG+kAfAz4MFoNWYV4cu5IvPSCJGPyvs+kNrI65VxoFOmbqA1OIwgKITxaYPMXeUynREShs0i8NNvpvPbS0YwIt0MPZJCGJL3aQhEGLLce45vX3eNRWBxWTvf/lcjnhDPw6xZs/jkk08CZrztD4LlotJKI7Is09nZSW1tLbt372bjxo2sW7eO7du3U1dXF3Y52mDIzs5mwoQJzJgxg9mzZzNlyhSfgR3oYxcJpKIKJXnJskxcXBx/+9vfuPPOO8Ma29klCbz62xwyUszKQmGonm6TYvuob3Dx0ufNPP5hE/tq++/MMMIucOskC18bacIla7xsAyEKizhJhkyHQGGioPk4uEbAb84ww/8rc/KnLVFNg74MOIvQxR6GFMcjaYwBNgIjotXgdWME/m+aEJmYbmTrQGmivB2a3fTN/DoAEdouwudNcMduiY4Ib5HTJ8fzp6uzWDQ1Xqn+pEoVHnqJwEcSgEfSSBb0lTb67APIfOvZBt7f3R10LAkJCaxevZqioqI+SQv1+6oRXI0SD7ZiD9cVVksioijS09NDY2Mje/fuZfPmzaxdu5bt27dz4MABuruDf5dwkJSURFFRESUlJcyZM4eSkhLGjh1LcnIyFovFT6UVShrRfgdVyjj99NPDMn6PH2Vl6d35jM60Kv7aAt5tCB9xb1K1xiYXz3/azIP/buRgY/8kD7MAV481c0OxGZOAZrFitLrz7vfTriEBqVYoThbVzO4BoOlAl2+uoVtm5rudVEc3o8OPgaei2WA0cDySBsCTwA3RaizNAhsXiuTFMWBfPgnY3Q4t7l5VpiH0N3CQm9kmwsommdvLZdoiUA2bRIHfXz6C312Rid0uQLdkTAB9JAsCSBkG56ubWeCtTZ1c9kpTyJ/wrbfe4qKLLgo6KVssFnbt2sXatWtJT09n0qRJ5OTk4HA4EATBzwgNfSfVSKQYVZ2lJvc7duwYBw8eZOvWraxfv56ysjL2799PQ0ND2G0Ggt1uZ9SoUUybNo3S0lLmzJlDUVER2dnZvtTpLperT1JG/fex2+0sXryYq666KmSfCXaRj27PYcGUBMXgLQjeFY3gTx5D9bSLgEXkUK2Tf/67gac+aqKtn+nBzxtt4ndTLDhMRJgROoRjindfRimPMDFZxKJfBQZdBGoIyyzw2A4XN6+OnlcZSmzGdOBINBuNBo5X0piDUqDJGq0GfztW4C+ThIEJegIc7Yb9nREu4AKqu5Rst/s64ZbtEg0RSLbpiSYeumEU3zkrxd9mEQ5haMki5DXeV+BIi5spD9fTEMK2cd9993Hbbbf54i30BnGr1coHH3zANddcQ1NTE6AYoYuKipg7dy5z5sxh+vTp5OXlkZiY6LtOn48pkPonFMFoXWBBicQ+fPgw5eXlrF271mdgr62t7Vdktx4jR46kqKiIefPmUVpaSklJCaNHjyYpKQlQ0q1rgyJVaenSSy8Ny2PqtvPTuO/7WYoNQwhAFPrjMPhPv9fjasu+Tu557SiLV7X2q5lFmSJ3lVhJtXkD/owm8rAlfH8mkIA0q5JXKmDsRbCmULJHzP9PF1uaohpI9X9EceEcTRyvpGECPkRJmx4VZFhh3QKR/AFIG24ZtrUpC/oB/XDe+9YkQrsbfrpDYkeoJIkaTM618czPxjB3cnxf6cIj+0sJfhIDBuqqEBKGhjwkj8TCp5tYcyg4u/30pz/loYce8k2ERvUizjjjDFauXBmwjbi4OIqKipg+fToLFy6ktLSUcePGkZyc7DtHm+ZD7ae/MJvNPgKSJImmpib27t3Lxo0bWbt2LVu2bGHfvn1RMfAnJCRQVFTEtGnTWLRoEd/61rfIyMjwqfPMZjMVFRXMnj07pEE/P8PC2rtzyUw2986FooYUgpGIVhoZTFiUxdq/vjzG/3vpCJVHI9f7T0sVuWeahZFxBp5VWgRQKweDDIxPEknz89kMcaHajwVeKndzzYqoShkeFFvGcZm6+HglDVDSAL8WzQZvLRC4f3I/pQ0BDnVBdbeBLaN/zSEK8L/7ZN47Gv5kt2BCHK/flsuYLIuSsMoj9yWCQNKCb9/rDK83fgciGHVfkLny9WO8sSO4LeDb3/42r776akADdk9PD7Nnz2bbtm1hf2+r1Upubi4zZ85k3rx5zJkzh+LiYjIyMvzOM5JEAkkeodKDaNHZ2cnBgwfZvHkza9asYf369ZSXl1NfP/DMDnPmzOHtt98mOzsbSZIwm8288847XHzxxSGvveOCNP747RFeKQMvMcgaaUIITR5DIYEIgFXkUF0Pd/3rKM8tbQ5t4NahOFHg7zOtjHQIuCTNdwy3f600olFRSbKS921yqtj7bIcsmKEc7nLLzP+gmy3NUZUyVgJnAlH13Y0WjpeEhUb4ACgHxkerwecOydycK1AQT8TSRo8H6nqi9zxZRXi5JjLCmFPk4M3/yWVUhsUrYRCaMLTShFf/iux1ClBVWt6PjAlD05YJ0uyhKVNdHQfyHLLZbFx55ZURkYbT6WTfvn3s27eP119/HVEUGTNmDFOmTGH+/PnMnTuXKVOmMHLkyLDai6TsqurJNH78eMaPH8+VV16JLMvU1dWxc+dO1q1bx5o1a9i+fTtVVVVh1eHWoqysjFdffZVbb73VN6ZwikEl2ESumpWgOD9I3hlRJQxB1pABmuPei9XjyBrJxEC9FS3IQI/EmAwrz/xyDOfMSODn/1dLXQTxHXvaZH6/2cXfS82kWATckmyg+vUe0MdeqSSjf9xkZRHY5oKjXbKSmFC93m/w+j6U3+2NSne0CQPgcY5TwoDjmzTagJeAe6LVYJMLHq6S+cdkg5snGAQlRsMpRcfV1ibCymMyj1WHP4iZhQ7euj1PIQx1kvBN9GjIIxBhwJ4aF+9u6aC5w4NVBJtZIN0hMjbNTG6ySG6yCbvVO2m45L7kI/YGkQ8Ut912G6mpqbz22mvs3r074hW7JElUV1dTXV3NBx98AMCIESOYOHEic+bMYeHChUyfPp2cnBzDUq6R1OkOVK525MiRjBw5kq9+9auAko1XDTxcu3YtZWVlVFRU0NoaWpevlmdV+1q7dm3Ia6aNsTIhy4yvapiWIPyM4OiIQ/e5rDsP/XVRVGF5A0qvOCuVqfl2rn/kMCt3ha/y23pM4q5tbv48TTGO+7yqfIKBrHm2dc+XNkOuoDkmKCmCajpl0m0ClmDfVVCvgY4emb/vjHoNg93Au9FuNJo4ntVTAPko7rep0Wow1QLrF4iMjUDaaHfDjvYBO14Bim2w2QXXb5eoDjOIeXqBnXd+n0feSKsSf2FkzO5j5Na9B9q6JF5f18Z9H7ewv8H/ZndYBMalm5k9xsL5xXbOyLeQGm9SYj3c3rbMcPP7rTy2IfjAzzvvPN9EHg4OHTrEzp07WblyJevWrWPLli1RiatITk6muLiY2bNns2DBAmbMmMHYsWOx2+0DajdcuN1uKioq2L59O6tXr2bjxo1s376do0eP+qnFkpOT+eyzzygtLQWU9CkzZ85kz549Qdv/xVnJPPDdDG9lIu9EqAqChioo9RyvPcOnrjFQXflJHN5ztLaSaMAi0Nbh4X+eq+OxD5siuvTckSbunGLGJPYKyyERYtySDGPiBXLjw1BAm+G5cjc/XB3VuAyAX6Nk/D5ucbyTBsDzwLXRbPAX+QIPTAnftlHeAY2u6NgybCL85YDM67Xh3emj0yx8ek8+E/LsCmHoDdd6KSOQUVvdN0Nrm8SjX7byl6WttHQbT8wFqSYum2jn+hkOijJMPgP7Ne+28tL24DaNiy++mLfe6n9+tcbGRp/aZ+XKlWzdupWKiooBV8yLi4ujoKCA0tJSFixYwOzZsykqKvJ5MQ0F6uvr2b59Oxs2bGDDhg3Y7XZ+9KMfsWjRIt85R44cobS0NGSOrRevyeDqRUm9gXzaiV5LBN7Eg5gEcMvUt3rocMrkj7DobBmChnR07WntHVpiUY/1F6IyvvsX1/O7l47gDhU9qsH3C0z8rNhMjy9ZlWYwocakNVl438uykiFlSoqo5GYzGor3O3d4ZOZ92MP2Y1FVTdWh5Jmqi2aj0caJQBoLUFKmW6LVYIpF8aQal4BPdRMIHW7YHiUpwypCWQv8fKeEM4x7zWYRWHxbLucvSIZuT1+pIlBEt96+oZdAAETYVNnDb947xtJ9gT0/Uu0CV0+x8+t5ceQkm/jGq8f48EDw1dWPf/xjnnjiiTB/ldBobW1l//79rF27ltWrV7NhwwYqKyvp6OgYULsmk4n8/HymTZvmI5FJkyb1Ma4PNaqqqpg+fXpIz6mPf5LF16bEKYSulyRA8UG0iDi7JNZXO/mivIuPd3bS6ZT525UZfGWiw3tj68hG1O9rCUPtx+hYP7+woIzz2Q8b+elTtXT2hDcRmwX48zQzX80W6fFbTwi9aiRfB313jSDJkOWNDA8YZ2WCJ3e7ubEs6maHBzjO8kwZ4UQgDRGlatUF0Wz0hhyBJ0uE4KQhwIEOopI2RAS6ZfjJDpmdbeFR0L3fy+J338nUuNUSQP1E4DiMYN5RInR1S9z5UQv/WNEeVMzPTRK5bW4cT2zqYltD8BX/nXfeyd133x3Wd+wPenp62L9/P5s3b2blypU+TybVLtBfqHaKqVOnMmfOHBYsWMDkyZPJycmJ0sjDQ3l5OVOnTg0ZI1L2y2xmF9jwVZRTJ25vWo+6Zjevru/glbJ2Nlb3KBNikonFP8lm0cQ4TeS4hgACueuGVGEZXBcpbCLvLm/h2n8eoiXMPDpZdoEnZpnJiROIPOGuz7BBL9GAKMLUFBFHX1MYiFDfJTPnvz1URjf6ux0lPi28JGPDiBOBNEBJ2rWUKEobdhGWzhFZkE5A4uiRYGtb77M10P6eOijzeJjG7++clsyLt+ZgUmMvAqmbJBQXWpngNg09YWhsHQjwYlkHN73fQkeIZGt6qd4ITz75JDfcMHRxSR6Ph0OHDrF161bWrl3LypUr2bVrF0eODDyYNiMjw2cXmT9/PrNnzyYnJweLJWq3Yh/s3LmTKVOmhIw72fSrbKbnWr31YryTnkWgrVPiiVXtPPJlK9XNvbarkckm3rspm5nj7F6VltDXBmKohgqwj8Fx9VpRJ42EC5vIv5e3cNXfq+nsCe9ZmZcu8vfpZsyqfUO9SSN+aJULJRlGxwvkxYs6N10ZzAK3b3Tx5x1RN4AfV4WWguFEIQ0BeIcoSxtnpcN/54jGTCTAwS5lG6iUYRZgbwf8eIcUVpqQiTk2lt07loxEkxICK2Ngr9CQgTagL2TchfY8zb5Z4M2Nnfzg3RY6BlAjQRRFPv74Y59H0XChtraWnTt3smbNGlavXu1LoT5Qu0hCQgLjx4+ntLSUhQsXMmPGDIqKinA4HFEaORw4cIBp06bR3h484vPj6zL42iSHQhoiYBb4Yk8Pv/l3M+sP+qsQ0+NF3ro+k9MnxRnYQAJIFOCd/HXHgxEFBp/rCSYUbCLPfdDIjx+rwRWmjeOWIhM/HGvSqKkMWEP71kBzpf3IKkJJippaRBVBBHYdk5j/sZOW6FYx7EGpXBraz/o4wIlCGqBIG58RZTfhF0sErs4V+hjF3bIiZfQMNPobJSD2tnKZpY2hbzSzKPDO7bl8c15Srx3D0FMqiPRgqJYCX1BfIE8rM7y+qZNr/t3a7yIySUlJbN68mYKCgv41MEhobm6mvLzcZ1zftGkTlZWVAy4t63A4yM3NpbS0lHnz5jF//nzGjRtHampqv9s8evQopaWlIWunv3xFGt+dEwfef+uflrZx79JWunVJmiwmePWaEVw6J0EJAuwjXWBMHAFVVdr3uusC2kA0n2uvDwSrwD8W1/PrZ+vCsicmWeDpWWYKEgTcWs2Btu6F9r3ejVornXgfh4J4gZHauhoiXLXSxWtVUU86+wrw3Wg3Olg4kUhDAN4DvhnNRsfFwZoFIulW/FYfdd1woHPgUoZFUMjnxh3hGb+vPTOF5385xr9YkjrBG6qpghEG9JU6ANkgMFCVVkwydy1t548r+5cuo7i4mC1btgyZW2t/0dHRwf79+1m/fj0rV65k48aN7Nu3L+TqPhQEQSA/P58pU6b4jOtTp04lMzMzorHNnj07ZA2NP5yVyF3fTKa1TeJn/z7GCxuN/2e/PzuJey5I9QY1qIRA734wdZORBGKoytId70MkmjZAI8Ho+lchAGaBmx4+zOP/Dc8d95xskXummMJLbOgLAqRv397DcSbFk8rk/b0+q5U490tn8DQmkaMLWIQSWnBC4EQiDVBC6z8mytLG7wsF7pnYK21IsuIx1eEZ+A9kFuB/9sgsbQh9J49Ot7DmvrGMyfDWQ9ATgUdDEoZeVAQgDO15gY73Xt/jlrloSQv/rYjcO+Tyyy/njTfeiPi64UZPTw9VVVVs3ryZ1atXs3btWsrLy30JFQeCrKwspk6dyuzZs1m4cCGTJ08mLy8vYIChLMssWrSIVatWBW33/PE2Xroile++fowP9hi7QZ9VaOOD60dgM2sCM/qQBpFJEvrrQCdhaD/XtUWA/vRqMO+xtk4PZ99RQdne0EFNJgH+Mc3MaSMEf28qVYrQvg8GNQeZrKQuybALOCX46udOVtRHPfr7hLFlqDjRSEME/gOcG81Gk82wer7IxCRAglY37BzYghMAqwCbvVJGOKuTZ24ezQ/PTYUuqe/kb2jTIDhhBHLN1RJRn2sAQWZHnYt5r7TSHqHu9oEHHuAXv/hFRNccj5Bl2WdcV4MO1WJOA0VaWhpFRUWcddZZ/PjHPyYvL6/POT/5yU9Cui2PTBSZPMLMpwFcoB0WgS+uH8Gcsbbe0OmAwXvqMQNCCKaqMiSKMAgomMpKSx5Wgc17ujjrjgqa20OrhSYlCTwx04xV9NdKGSLQ7OflVkmGZIvA5DSBx/d4uGlD1I3fnSi2jM3RbngwcaKRBijZHz8iytLG5dkCr5cqVbuqOpW0IdEwgP9PmLaMr09P4D//Lw+zkUQRiCS0qqdgrrhaCSOkGsv7XoSbP27nsa3hZ+80mUysXLmSuXPnRv5jnQCor69nx44dlJWVsWrVKrZu3Up1dfWAjOslJSV8+umnjBjhX3PsX//6F9/73vcGNN6fzY/nwYtSwE0IIgg0yRvsE+x4IOIQdP3prjM0oHtPFAG7yFPvNfLjx4MHO6q4c5KJi0aJhBnuERRWE1hEga9/6aKuO7IFVBh4HvhBtBsdbJyIpCEC7wPnRbNRkwBvlQpckC2w+Ziy2B/Ij2MVYWML3LRDCuk/bjYJfHpnHl+Zpkl13meS16mWDIkhgH3Dz7tKf34AMhJkDjRKzHq9leYwXR8LCgrYtGmTX/rykxnHjh1j3759rF+/nlWrVrFu3ToqKysjrgj4+uuvc8UVV/gd2717NzNnzux3KvYkm8CGGzMYN8Li/X8aTega1RKa4+q+kTtuSALxHoxURRUo4txLNm5Z5py7q/hsW+iAzslJAk+VKilG/OL7AtgvAkFAmRfu3OHhw7qoq6U6gXlA+Fk7jxNEIzPGUEMC/oTiphY1eGT47W6Zfe3RKa8syfB6rRxWwNF5M+I5fXKcN6+Ujih8kzq+ZG+G7rMy/qonPzUUBm3qztMSjgy4YWyqwNdzwhfovvKVr5wyhAGQkpLCrFmzuPHGG3nxxRfZtGkTZWVlvPDCC9xwww3MmjWLhISEkO0YOQ0UFBQwduzYfo/t/CI749K9Ltv6tDMeuXeTdPvaRYRHt6/fjO4nbYlhdfMY9Kkdk/p5n/a857slzCaBP307E1vQbIIKdrbKlDXJiiu9+vxpX8MUGGwiLD0q8d/oEwYoyVhPOMKAE5M0QMk3/3K0Gy3vUNRJA/1RzAJUdsHqY6HvTrNJ4DffSlcWWtraGIHUUH2kD91Dps1DJQImWUkn4VvRqce9m+Ado9/EIvn6vqTAEjaBnn/++RH+UicX7HY7U6dO5ZprruHJJ59k5cqVbNmyhSVLlvCb3/yGRYsW9VFDnXPOOZx11ll92rLZbAOKdflBiV0z8UqaSVvy/z9rJ2sjIglEEEYk4va27Q5yrdq/R+odl3Ycfv1rxtrjYd5EBz88IyXkd5eBJYc9vRlw9YQRxmYC6nvgsf1SVFII6VAP/Dn6zQ4NTkT1lIoCYC0wItSJkUAE/jJB4KvpQr91onYR/u9geKnPL5iVwDu35SC49SswjFVTIQ3kIEsyTR0e9ta72VbnYl+jm8OtHrpdMh4Z0u0C2fEihckmSjJECpNEUuyCV8KQeleLMhxu9TDhjY6QBvERI0awbds2srKy+vejnSI4dOgQO3bsYMuWLWRmZnLZZZcFlEZWr17NV77ylYhLzo5OENl6XRppakSz1ths5Oqq2htMqjrI+5kMfVKU6K8Lx+02rGuNztepuMwi1UedzLy9koa24HYkqwhPTDdRkuyt9Cdo9FMy+NLDq9DNhDYR/rrHw2sHB0XKuA3462A0PBQ4nutphEIF8A+izNgS8GClzJREgXSLJl9/mBCANjd8HIaLrdUs8Otvpiv3ax+DNBrVkwGJ6F1oVbWSLNPjkvnHinb+sbKjT6CXHmYRRseLLBxl5ht5Fs4cbWJUguh1P5Ypb5ZCtgFw5plnBiWMzz77jMWLF2Oz2Zg3bx5Tp06lsLAQm80W8JqTEWPGjGHMmDGcc845Ic+dPXs2paWlYdXW0GLqCDOpNkFRTQmCMkHK3glYDWwTUJbTogAemYZ2D3ubPRztkKlr99DlhtwUExdMsmMWvW34JnlNG4GKO2nP98VpeI/3MYiju17uneRVkhMEcErkZlm5cl4Sj37SHPQ3cErw3yMS05O9CaR8xg1Z86K9r3tZwybC6kaJtw4PCmHsBJ4cjIaHCicyaQA8iuLjPCmajR7qhserZO4sEiImDasIa1pk9odhvzxzcpySOM4p+ybpvgbvXjLws0MEKrYkydhFmbvPTOScQisPrurgvT1OpTymAdwSVLVJVJU7eaXcSXacwIX5Fr4/3sLcTJGny11hBUtdddVVAT/74IMPuOSSS+jp6TVDxcfH+8q3zpkzh3nz5g04kvpkg9ls5vrrr4+YNOaPNCGo95J2slaN2yZAhn1H3by318l/9vews97NkXYJ9TYZmSDywqUpygShHtQThEoG2qJO6nHtq5aofBHZKIPwufnKOkO67G+8VvtwS9x4ZjLPfdlCZ4ho2dVNMi0uJUhP0gkWfeAlFZMADT3w973hBeP2A38EWgal5SHCiayeUnEl8CpR/i4mAe4tFvhaRmRqKqsIvy+X+W8YksYrt4ziqtOTlXQhPokBY5tGQPsGfQlGPd9rJ1le6eT+1Z38e2/4vgNWEU4faaLsqERrCNXU2LFj2bRpU8C6FJdddhlLliwJ2oYoiuTl5TFp0iRfYsApU6aQnZ3dp173qYS2tjbmzZvHzp07w77mua/H8/1pdm+mTc1k7a0RsfKwm0c3dvOf/T20GnjGzRll4cVLkhmfbfF31wWDXFSC/+eB4kACqZz056O/1kCFZRa48qFa3ljXFvR3EIFHppmYmyr0JQCVkHTHLAL8b7nEu7WDwhhLUWLMoh7wMZQ40SUNgCXAp8DXotmoR1ZKw5YkCWRYCGu1bRLgUJgG8PwRFs4tie9NSGjkVhsw+tvgmBGBeCWS03ItLBqVxCvbu7lreSf7W0LHFTgl+PRwePEHl1xySdBCRuGkFJEkiYqKCioqKvjPf/4DQHp6OhMnTmTWrFnMnz+f6dOnk5+fj9VqDWtcJwMSExP5xS9+EVHW4Ayb0GtQVidfC+w84uHuVV28tbfHPz+TBhcV23jqW0mMSBAV928Bf3WSemuLqnQRQN1EgOOqxOBX7El3XN+OVhoBMMENX0liyYZ2PAEkaFBu/xWNEvNStYsO75h86imNWkqAD45IvDc43lI9wJ2c4IQBJ4ekAYq/8+dA1BMenZ8pcNc4wRfqEAw2EV6pkbm/IjRp/Oq8NP5+babGzZZe76mAZIDGOwrFu0T7mda2oQ0QVNsU4XCzh59/1sGSvdEpU2m1Wlm9erWvVKkR1qxZwwUXXBBxHXA94uLiKCwspLS0lPnz51NaWsr48eOHtPLecKC9vZ2vfOUrbNwYXnqiR093cFOpXZmezNDjhgc2dfPXDd00BwlQu2KCjecvSMJhETQGcEKv/EPlqILggYSi/nyDNrTHRYFOp0TpHw9RXhf8Ph4bJ/DcDBGbSff86tRVZhEOd8ENmz0cjaozvw9PA9cPSstDjJOFNACeAH48GA3/bqzAFSMFAlRG9cEkwM93yiElDZtZYOUduUpdA6dkIEVIoUlDnx7ET8oI9BkgyLg9Mvet7eKutd0EWaiFhfPOO4/3338/pApp586dLF68mFWrVrFr1y6qq6sH1jFgsVgYPXo0JSUlPrvIhAkTGD169IDbPt7wySef8I1vfAO3O/RCNd0u8P434piXa2Ffo8RPl3Xy36rg1100zspL5yeSYBN6Pa4EguSo8k4dgT4H+pBNMGIJh5C0760iP3upnoc/awn6vUQBnioRmZ4cuEiT2u1tOyS+DCN7Qz9wCGVhGzxt8QmCk4k0xgCrgKiXWUsww0MTRaYlEdA4JgpQ74TvbZY4FuK5/soEB0t/pxZYwti1Nth+IJuGUR4po+sBkPnnhm5+vao7YmO/CkEQePvtt7nwwgsjuq6hoYF9+/axevVq1q1bx8aNGzl48GC/o5+1yMrKori4mHnz5jFnzhymT5/OmDFjjvusu+HgBz/4Ac8//3xY5xaniPxqmo17N/RQ3R58tTMz08THlyWRFif2dbENVwLQZ7INeI4BMRCoP3olEf01FpFPt3fy9YdqQ+aY+uVYkWvGCHT33vpoVW12E7x4SOaB/YNj+Qa+D7wwWI0PNU4m0gD4DkrQX9S/17g4eGyySEoAN1ybCJ80yty2O/QM/NQPsrj+7GRvyhD6ekKFSyCR5qfSe2MJcM/abu5Y3z95vKSkhDVr1gy4AFF3dzd79+5l69atrFq1ik2bNrFr166QNbLDQXx8PMXFxb464NOnT2fChAkkJiYOuO2hxqFDh1i0aBFVVVVRazPTIbD0kgSmZJpB0q3qjYzdoSSMUAQRkFi05+qO+wiEXjWXKNDWI1H65xr21QePYzkvU+B/xwu4ZLUh9RkVsImw9pjMr3ZIdEW9TAagpDy6iD4Ve05cnGykIaB4Ul05GI2fkyHwx2LBN8drYRPhT/tlltQFJ41Eu8imu3MpzLL4G8H98kXhr6LSq57CqQEe5r5bkrniky7eDqG+MMLDDz/MLbfcEvF1oeDxeKipqWHr1q2sW7eO1atXs3PnTg4dOjTgtlWV1vTp030lXCdMmMDIkSOjMPLBx3vvvccll1wSlpoqHDz+FQc3zrD71zQOJ09UUCnDSOUUiJDUzwzUUIH6Vo9bRa55rp6XyoKnpB4bBy9MV6rw9eaiEjALMnU9cNM2iYOhM6/3B8eABZwAdb8jwclGGgB5wGpgUGaBX+YLXD3a3w1XQLFnX7tVojLEzbdwnJ1lvxujOJ+EUjf1yS0VgCC0BOKn8sKfVIwIB5l9zRKz3+viWIj64FqMHTuW9evXD1lcRUNDA3v27KGsrIw1a9awZcuWfiUHNEJWVhbjx4/3qbSmTZtGTk7OcRt4+Otf/5q///3vA27nzFFmPvpWPBZv3EZY0doQIE16gGOBiEbfnr4NfR9o2lClHJvAw0tb+dmSpqDfM94Ez08XyXf0ekGKgrL/210yK5v6qZ8Njd8CfxusxocLJ4PLrR5VwO+BZwej8SeqZcbHw5yUXuIwi0r9jUNhzF9fmxyHaBYU1ZRhcSQCSBIEkCo018sEvkYO3Na4ZIGrx5p4eHf4q9dbbrllSAPxMjIyyMjIYMGCBYBS3a6iooJNmzaxZs0aysrK2LdvX79UWkeOHOHIkSMsW7YMUNxcCwsLmTlzJpdddhnnnhvV8i0Dxt13383mzZtZunRpv9sQgF9PsWARZW+GToHAkd6y/6Qvo5Ma6OtCC8Hb05KCdlDqq6zZ923eNrwOHbhEpo+0IAoaU50BOjxQ2QmFcb2kYRHg8cpBJYzVwCOD1fhw4mSUNEC5hZeg6BKjjjwHPDFZJMOq3IR2EZ4+JPNoVfAbUBTgy9+OZtF4h2JRN8owa0QQvveBjuukkqBeV7r2JBlEmXV1Egs/7g6rWFR+fj4bNmwgLS1tID9jVCFJEtXV1Wzfvp1Vq1axfv16X9EkOWQ1nsAQRZEnn3yS6667LoqjHTgOHz7MOeecw44dO/p1/Yw0kVXfisNuBt/KHwyC9zBWR6E5rs1VFdCbykD9FEqVpR2P0ZhEONouMfX+Oo6GKNB0XY7AzXmKB6RdhA/r4Y49Ur+dQEKgC/gqCnGcdDgZJQ1QpsNfo1TFimpCQ4CqLsV+8efxiiHNKcHG1tB3X0GGhWmjrd7632hiMgJM5mFX5zMiF+grYQSSOEBExiRAOKnxbrrppqCE4fF4WLVqFW1tbRQWFjJ27FgsFksYLfcfoiiSn59Pfn6+L9tuQ0MDO3fuZMOGDaxevZpt27axf//+iBIASpLEY489xrXXXjto30GWZSRJwul00tXVRVdXl89mIUmSj/TMZjM2mw273U5WVhYvvPACF154IYcPR+7Jec4oE3az3GueNZIiwEsCGilBDeoTvSdL0NSplADIUnOW+UkhGilGnfTVa/USiKA5VyUQbQoStS2VtCTIcAhMzDSHJI2abuWrWQVFK3D/gUEjDIC/cJISBpy8pAGwH7gDJX4j6ljRLPOPCqW+eItX/A2FRePsJMZ5WcYnBQQjDK3aSUcaoOQQUiUD9SFXHwQJ5eHSt+MLINT0g8zfdrrpDsO/o7CwkB/96EcBP+/q6uK6667j1VdfRZZlEhMTyc/PZ9asWcydO5d58+YxduzYIfFeysjI4PTTT+f000/nl7/8JW1tbVRVVbFhwwafbeTAgQNhqbT6K61IkkRTUxMNDQ1UVFRw+PBhjh49Sn19PUeOHKG+vp6Wlhba29vp7u7G6XTidDp9ZKH2K8syJpMJi8Xi2xITE/tdNXDRCK9SX1X1+Fby2okbkL0EISrvmztl1tVLbGjwsK9FYvcxD51ueO6r8WTFeaUNPyLwdqglBT8i0J6v6dfoOlWq8eAjIdEmMC7NzJcHgnsANrlkZFngSA/cuUeiKbLEwZHgS07gDLbh4GQmDYBngAuJcpU/FW8fkRljh9PSBBrDuAm/NsERwO6AP2FI3hnej1jwI4C6Vg+fVjo51iXR0ClxtFPmWLdEnEkg2QpJFoEkC4x0CExMESmMF0iwoBCNWvTG63b7frXE4oPhTT633XZbUCnj448/5pVXXvG9b2trY9u2bWzbto3nnnsOs9lMYWEhU6ZMYeHChcycOZPJkyeTnp4eVv8DQWJiIlOmTGHKlClce+21eDweKisr2bFjB6tXr/aptI4cOeKbrE0mEzfffHPI1CWdnZ0cPXqUqqoqqqur2bt3L+Xl5VRXV3P48GGOHDmC0xmdKPxoYNVRiW+O9t5jPrWPVirAV4eltk1ixVGJDw66WVbr4UBbrw7TJMCb58QxPVPUeWCF2PzO8UoeokbC6KPK8o5J5W71mAfGJIXOTXbMBc0u+N99UljJRPuJJuAWFPXUSYuTnTTcwE9R2H9QwoSfPCizvZ2QtgCbWWDKSIuSVjagigmNykr7GX3OibMI7G5wc++arpDpTRwmyI4TmJIiMj1N5NyRJmalCljN0N4lcfsWV1ii+syZM0PWra6trQ36udvtpry8nPLycpYsWYIgCGRnZ1NSUsLs2bNZsGABkydPJjc3N/SABgiTyURhYSGFhYVccMEFgFIHXFVpNTU1cfrpp/P1r3/d8Ppjx47x5JNP8tlnn7Fv3z6amppoaWkZkA1lqHDvDjeCDH+cZkZUU6eDMkmbldddTTKP7XbzZpWbI119v5MowJOn2bl4rFlxH+zjNksAkoA+xnW9asxPnaW5XtYQmyCAB3KSTCG/b4NLUSmvPhbxTxUJfgdsH9QejgMIoU85KXAR8AYwuIr1IMhJNbPt96NJtgu9yeQCSRKGiQl1RCIDosyqKhe/+qKTtXXhez6ZBMUQ+u1ckYMdMg/uCS1liKLIkiVLuOiii4KeV15ezsKFC2lsbAx7PHqkp6dTXFzsU2fNmDGD3Nzc4yqqu6mpiYsuuojly5cP91AGhJvGmfhHqRmbanAWBbY2Szy618PrVR5agrhh31Nq5fezbV51kVbdJPjHbvgEAaGvEd3PGK6XMoS+beivswh8VN7NuS83R+PnGAjeBL5Nr8L4pMWpQhoA96FUzBoWfG2Cg49vyfKvuxwqoltry/A7R0MyArR1Sdxb1s3fN4Xn/dSv8X/ta3z44YeYTKFXdcuXL+f+++9nw4YN/TLS6hEXF0dRUREzZsxgwYIFzJw5k6KiomGN6v7zn//M7bffPmz9RxPfzhF5ZrYFjwB3b3fz5H6J9hBpna8qMPPyGXafTdvQE0pPInoPKgIcD5W2RBuVbhLZeNjJ/OeacQ6iZTsEqoBFKDmmTnqcSqQRB/wHOGM4Ov/1V5P526Wp3qy2BPaSCpQCRJb7GrFV8vB6ory+28lNX3bRZFAjYSBwOBx8/vnnzJ07N6Lrjh49yp49e1i1ahVlZWVs2rSJQ4cODVi3b7FYyMnJYcaMGcyfP585c+YwYcKEPvW3BxPnnHMOH3/88ZD1N9g4a4RIu0emLIy4hcJEgRXn2MlWy8nqJ3W87/ukRjeY+I32g5GE/lwTVDR5mPlsU9AMvoMIF3Ap8N5wdD4cONltGlp0AjcAy4Dsoe68ZKQlTLdanVqqTwAgGmlDY0iXJK4ssjDGDld+2s3hzuiJHDfeeGPEhAGQmZlJZmYmixYtApQU3+Xl5WzatIlVq1axefNmysvLI05U6HK5OHDgAAcOHPCzi0yePJm5c+cyf/58pkyZQk5OzqAVcIq0bnekEEURQfBf06muuYOBz+rDa1cA7plqITsOxT7nm8TlvpO9an9QL9R7VQWzb/gd8+7Luja8jGUTUErShrTuDQru4xQiDDi1JA0Vl6PkpwqtZ4kSRAHW/yqbGTneGA0joghIJjrJxCdx4O+yq0ojIqw45Obipd00RGHlNXbsWNasWTMoq/ju7m4OHTrExo0bKSsrY/Xq1ezZs4eGhoYBt52WlkZRUZGvgNOsWbPIy8uLml3kggsu4L33Ipsr0tPTSUtLIyMjg6ysLLKzs8nKyiI9PZ3ExETi4+OJj48nISEBm83mIw51czqddHZ2+rbW1lbq6+upq6ujrq6Ow4cPU1NTQ0NDA21twava9RdnZIp8fIYFi6iZOvwkAL1KyTuZG9XTEIJdp7atU3PpJROTwNEOiWnPH6OuY8jNCe+jSBnHj1vcEOBUJA2AB4BfDFVnY5JNbL51JOnxosYIrjNu9/GUCnRcQxJa8tC2J8Jre1x8d0VP0PQK4eDFF1/k6quvHuAvED6qq6vZtWsXq1atYt26dWzdupXa2toBr7DtdjtFRUVMnz6dhQsXUlpaOqBst9/5znd49dVXDT9LTk6mpKSE3Nxcxo0bx4QJE8jPz2fkyJFkZWUNqkG/ra2N2tpaDh8+zP79+3nvvff497//HbX235xn5rI8kyY+KIQ9whfIJxirsIxUW4ZR6RgTjCjQ1C1T8sIxDodIAR9l7AHO4iSpkREJTlXSiAf+i2K8GnTMz7Ox4pZMxEDpyo1IQk06qK+5ETDliK4tZK5d3sOLFf3PyHzuuefy3nvvYTYPnxazqamJnTt3sn79elatWsWWLVuoqKgYsHrIarUyatQoZsyYwZw5c3zZbrOyssK6/tprr+XFF180/OwHP/gBTz/99HFR29zlcnHrrbfy8MMPD7itXIfAprPMpNnA0EgNhJYY9GooHXEYJUP0u15/HFqdMPWlFqrbhow02oBvAie261w/cSrZNLToAK5DqS0+ZrA7y040IZpQhNg+nlF6AkETr4E/QajvDe0b9CGN304ws7jaQ2c/eCM+Pp577713WAkDFDXTokWLWLRoEb/4xS9ob2/nwIEDvpTpGzZsYP/+/RGrY5xOJ5WVlVRWVvL2228DMGrUKC677DL+9Kc/kZCQEPT6jo6OgJ+lpKQcF4QBitPAgw8+SGZmJvfeey9dXf2PO5uWBGkWGTyq9ID/Jgo+jz6fWkrd94uv8DaojwA3tIOox/EjCt++LGBBRqstGwL8jlOUMODUJQ2AcpSKWu8AwWeIAeJYlweXU8aiN3QbEUjA/UBSCgHtIxOTBc7MFPlPbeQrsFtuuYUZM2aEfX5bWxvx8fGDPlkmJCRQUlJCSUkJP/rRj3C5XFRWVrJlyxZftttdu3b1yy5SU1PDQw89REZGBnfccUfQc4ORRlxcXMR9DyYEQeDqq6/mzTffZOvWrf1upzgOv0wCfbLWyt6ZXWu8DmjcNniv3/xsIRoykf3Ps8hK3rQhwjPAY0PW23GIU5k0AJaiRIw/gyYEKdr4fH8PP3u7mUcuSFGs7352CXqJIxRhqOoqP8LQEoW6KcdEEU7PEPhP8CDtPiguLua3v/1tWOfu3buXX/ziF2zfvp3MzEzmz5/PaaedxuzZs8nNzR10ErFYLBQVFVFUVMRll10GKJP/zp07Wbt2LatXr2bLli3U1NSEbRf57LPPgpKGJEk0NzcH/DyUlDKUaGho4OGHH+bxxx+nvr5+QG0lmgHkvkkJBXy2NGMi0Ez4asJDn3SC1+lJ1qigNG1oJQz1fI9KWiKYZXY0eGgwiFgfBHwJ/Eod8amKU500AJ4HxqHU4Bg0PLG2A7db5qHzk3D4EgkChtKHfp8AUgW9hCFJGsLA13ZxfGRLMFEUue+++8JKe+5yubj55pv55JNPAMWIvX79eh5++GGSk5OZNGmSj0RKS0sZM2bMkKhtRo0axahRozj77LMBxS5SXl7OunXrfHaRAwcOBIwXKSkpCdp+S0sLR48eDfj5mDGDrvEMic7OTl588UXuv/9+9u/fH5U236iVuXKkwIQkehc7PruE9/4MmHQQTbJBdRP82/CTYDTqLDRt+UhEAIvMjqMervykK2jkepSwG7gWaB3sjo53nKqGcD3MwEsoaQAGFZdNsvP0BUkkWwUlwVtEXlQG+4FsGh4ZRPi81sNZK8M3avzwhz/kmWeeCevc2tpaJk2aFFaW2JSUFCZPnsyCBQs4/fTTfdXxhgPt7e1UVFSwceNG1qxZw9q1a6moqMDpdHL66afz7LPPBi3/un//fkpKSgzjSwRBYMWKFb5iUUMNSZJ49913uffee1m/fn3U2891wAvTBM7IEPpWve5jDBf8yUNT39t3vjZwT28U1xrL9Z+bYXODxKVLu/0SKA4S6oFzgY2D3dGJgBhp9CIFxe964WB3dHaBlZcvTFLqD7jkXiLwS1pI32N6UghmD5EAUeapfRI/3hIeaYwdO5ZVq1aF7UHU2dnJokWL2LRpU8S/QUZGBhMnTuS0005jwYIFzJgxg1GjRkXcTjTgdrupqqrC6XRSVFQU0vj/7rvvBszBlZyczIYNGygsLByEkQbHypUruffee/nggw8GtZ9EMzwySeCaHKFXJaqFoNnR5ozqkz9K8CcGrQTSh4A0+2ZYe1Tiii96qO4YdAmjG7gSiJ7f8gmOGGn4Yyzwifd1UDF3pJl/XZhEYaoITjmABEFft1pZ0qmrAthAZDjQJnPGSjcHw3CYMZlMLF68OGRCQj2+/PJLbrzxRnbv3h3hL+CP9PR0pk+f7lNnTZ06NehqfzgRrEb3+PHj2bhx45Aaw3fu3Mlf//pXXn311YhStAiC0O+MvKIAtxcK3FUkYFZtDwE78v7RT/7a9+iPGxCKCJgFPjwo8f3VTo4OftoQGcXm+ehgd3QiIUYafbEQReJIGeyOJqSZeOOCRKaOMGkkDvqSRrBUIwFUV11umQvWePi0IbwH6/rrr+epp57q1/c4duwYZWVlLFu2zFchb6BG1+zsbKZMmcLpp5/OggULmDp1KpmZmQNqMxqQJIlFixaxerVxYbbvfOc7/Otf/xqSsajeXk888QQtLS1hX5ednU1OTg4bNmwYcNDkd0YJPDJZINUKYeV3DShh6FRZRtKIWeD5/R5u2eCiI/ykzgPB34DwPEJOIcRIwxiXAS8CjsHuKDdR5JVvJLBwtLm3op9HNrBrSEFUUXKvEdxb1ez27RJ/3hfehFBcXMzy5cujNinX1NSwdetWli9fzsqVK9m+ffuAUqWDMtFNmzaNRYsWsXDhQqZOnUpGRkZUxhsJtmzZwvz58wPGOzz++OPceOONgzqGlpYWnn32Wf75z39SXV0d9nU2m43S0lJKS0vZvXs3S5cujcp4FqTCcyUixYn0tXMEg5+UQV9JA3wxGbIocN9uD3ds9wxmmVYtXkFxyR/cJGMnIGKkERjXAE8zBDU4MhwCT54VxyWFFn+JQ582JJDtQit9CDLvHJS4YqMUVpp0s9nMu+++yze+8Y1B+341NTW+JIXLli1j165dAyaRkSNHUlpayrXXXsvll18epZGGxh/+8Afuvvtuw88sFgtlZWVMnz59UPru6elh8eLF/PWvf4043qKgoIB58+YxYsQIBEHg888/H1DMhh75DnimROCsEQYG8nAh0DdHlVd7+6ttEo8eGLKI738D3wXah6rDEwkx0giOnwAPMwTJDa0muHu2nd9Otyqu7FrPKh9JgF+KdH1EuCCzt1XmrFUeDnWH1+/Pf/5z/vnPfw7W1zJEVVUVW7ZsYdmyZaxdu5Zt27ZFpF7RQhAEXnjhhSHJj9Xa2sqcOXMoLy83/Hzu3LksW7YsZGnYSNHT08Pbb7/Ngw8+yJo1ayK6Njk5mTlz5lBcXIwoing8HkRR5J133uHQoeiWf0gwwUOTBH6QG8BAHi7UWckk0OiEG7dKLK4dGvECJXbrMuDYUHV4oiEWpxEcj6PU4bh/sDtyeuB3a7rZ1ejhwfk2UmwoxWqNyr72KQ8LINPcLXPtpvAJY8GCBdxzzz2D9I0CIy8vj7y8PC644AI8Ho8v0+2KFStYuXIlu3fvDptEZFnm5ZdfHhLSePPNNwMSBsAll1wSVcLo6urirbfe4qGHHqKsrCyia00mE5MmTWLWrFkkJibidrvxeDwIgkB3d/egZMFt98CPtsns74Q/FIdhIA8EGTDB1mMy122VWdcyZISxBvgOMcIIihhphMbfUdKM/GEoOntxr4u9LRLPn2ajOFnQkAR9DeEaInFLcPNWidXN4fWTnp7OU089NezRyyaTyUciF198MZIkUVlZycaNG32G9T179tDaGjimaigq+HV0dPDggw8G/DwhIYELL7wwKn11d3ezZMkSHnzwQdatWxfx9VlZWcyfP5+cnBxkWcbt7rUaC4JAV1dX0DQoA4GMUov7QBc8MlkgLVwDuW+AyvZWjczNO2TqegZlmEbYDFwBBI7ajAGIkUa4uBvFKD4k5WJXH/Vw9oddPDXfxrljREVHHKz2hiBz126JV2vCW5GJosg///lPJk+ePJhfo18QRZGxY8cyduxYLrvsMtxuty8QT1Vn7d692zfpZWdnc+uttw76uB555BG2bdsW8PPzzjuP8ePHD6iPzs5O3nzzTR566CE2bow8jiwpKYnp06czceJErFYrHk9f44IoitTX1/sRyWDg1RqZyk6Z56aJjA/XQO6Nd71vr8wf98uDVrrYAOUohHFwyHo8gRGzaYQPAXgQxW97SOAwwb3TLPxivEkhB4/c144hyjxXIXHdNjns2hk//elPeeihhwZz6IMGNUHhpk2baGtr44wzzhj0QLo9e/Ywf/58mpqaDD+3Wq188cUXzJ8/v1/td3Z28vrrr/Pwww/3K1DS4XBQUlLC5MmTSUhIwOPxBIy/MJvNfP7550EJMJrIc8AzUwW+mhnCQC5CfQ/8dIfM60NnvwA4AHwL2DmUnZ7IiJFGZLCg2Dl+NJSd/qjAxH0lJjKsKEsxjeH7kzqZSzdKtIW5cJw/fz4fffTRkKh0Tgb09PRw8cUX8+GHHwY854ILLuCdd97pU541FNrb23n99dd55JFH2Lx5c8Rjs1gsTJw4kWnTppGamhqULFTIssxbb73FkSNHIu6vv0g0wYPBDOQmKGuCm7ZLbBjazE57UCrvbR/SXk9wxNRTkcEF3AT0eF+HBM9UeChrlHh4momvjOhN7LaqQea7m8MnjOzsbJ566qkYYUSAP//5z0EJw+FwcPvtt0dEGC0tLbz55ps88sgjbNmyJeIxiaJIYWEhpaWlZGZm9rFbBLuupaUlrFxh0USb10C+txP+qDWQC8r65+EDMn/YI3NsaAL2VOxAIYzAng0xGCJGGpHDiaKi6gB+M1SdbmuVOW+Vm98XifxunMCOFplvb5SoDzNrhN1u5+mnn2bKlCmDO9CTCEuWLOHPf/5z0HNuuOEG5s6dG1Z7FRUVvPrqq7zwwgvs2bOnX2PKyclh5syZjBkzBkEQDO0WgSCKIo2NjfT0DJ11WYUM/Hm/zIFOeHSyQLoDDrXDr3bLvDm06ihQjN6XoqimYogQMfXUwPD/gD8yxL/j2elwsBvKI3CAeeihh/jpT4fMHHPCY9myZVx44YVBV+UFBQWsWbMmZCR9WVkZzz77LEuWLOlXcShQpMQZM2ZQUFCAyWQKiyxU6UcQBARBwGKxsHTp0n5JN9HEwlS4Nkfgr/tk9vVNFDzYWI8Sh1E15D2fJIhJGgPDPShRo39jCH/LTyMMpv75z38eI4wIsH79er7zne8EJQyLxcI//vGPgITR1dXFJ598wlNPPcUnn3wSUSJBFYIgMHr0aKZOnUpeXh5Wq9UXb2F0rvqq3dRjoijicrkiSjsyWFjZDCubh1y6AFiF4iV1eDg6P1kQI42B458oheYfAezDO5S+OP/88/nLX/4y3MM4YbBixQq+/e1vc/hw8Hnl1ltvNcwIXFNTwxtvvMHzzz/f7xW9yWQiPz+fKVOmMHr0aMxmMx6Px2e30BOEdt+IMARBwGw2U1NTM+T2jOMIn6KkBonFYQwQMdKIDp5BIY6ngePGyjxz5kyeeeYZbDbbcA/lhMAHH3zA97///ZAZes8++2zuvPNOv2Pbtm3j2Wef5Y033qCmpqZf/VssFsaOHcvUqVPJzs5GEAQkSfJFcouiGFKiCPS5xWLhwIED/U6FfoLjJeAWYlX3ooIYaUQPb6Coql4E0od5LEyYMIHXX3/9uEgnfiLgkUce4bbbbjOsxqfFlClTePnll3E4HLS1tfHFF1/w8ssv88EHH9De3r/8dna7neLiYiZPnuxLKKiqoEwmUx81k7qvHteW0DWSOARBwOl0Rq3s6wmG+4HbiWWrjRpihvDoYx5K3fGBhQcPAHl5ebz//vsxT6kw0NbWxm233cbjjz8e8tzi4mLeeustnE4nr732Gu+++27QXFShkJiYyIQJE5g0aRKpqakAPkkgmCQR7LjReWazmb179/LSSy+dSpKGC/gf4B/DPZCTDTHSGBzko6iqvjrUHWdmZvLvf/87bDfQUxnr1q3jZz/7WViZYx0OBxdffDH19fV88cUXuFz9W7iaTCZGjx7NhAkTKCgoICEhAVmWfZN5MEki0mPqZjKZePXVV4csCvw4QAtKhupXh3sgJyNipDF4SERJdnj9UHWYlpbGkiVLOOOMM4aqyxMS3d3dPPLII9xzzz1hZ9MN1801EJKSkigqKmL8+PFkZWVhNpt9ZBFMSgj3WCCpw2w2U1dXx6OPPtovD64TEAdRiid9NszjOGkRs2kMHtqAG4C9wL0M8m+dlZXFa6+9FiOMEFi2bBm33347K1eujOi6/hCGyWQiJyeHSZMmBZQqghmzI5EmApGGzWZj48aNpwphrAZ+CAysYH0MQREjjcHH34AK4AkGyUA+cuRIlixZ0u+EeacCqqur+dvf/sbTTz9Nd3eYBUf6ieTkZIqLi5k4caJPqlBrcWu9oMIli/5KIiaTidbW1n7ltToB8RzwK2K1MAYdMdIYGiwGqlFu7EnRbDg3N5fFixcze/bsaDZ70qCpqYknnniCRx99tN+usOEgLi6O3NxciouLyc/PJzEx0U+q0HtBDYQMwlVT2Ww2vvzyy35XRTxB0AP8HkUVHMMQIEYaQ4cy4FwUiSMqBbknTZrEa6+9xtSpU6PR3EmFpqYmXnnlFR566CH27t07KH3ExcWRk5NDcXExeXl5JCcnI4oikiT5bBVaqQL6TvrhShWh3htJGc3NzXzxxReD8t2PExwEbgQ+GO6BnEqIkcbQ4iBwCUoxp98xgAjymTNn8uabb1JQUBCtsZ0UqK2t5YUXoQeo9QAACqtJREFUXuDZZ58dFLKIj48nJyeHoqIi8vPz/YgCFJdZk0kpKR+MGPTvgx0zsm2EutZqtfLZZ5+dzBHgy4HrUNKbxzCEiJHG0KMHJcnhWuBhoCjSBubMmcOSJUsYM2ZMtMd2wmLz5s288sorvPLKKyFTgEQKh8NBbm4u48eP9xGFyWTySRTQq34K10ahf98faSLQMbPZTHV1NStWrIjq73CcQAYeRVFJxSK8hwEx0hg+fAScgZK76vJwL5o5c+YpTRiyLNPS0kJlZSUVFRVs2rSJ5cuXs3r16qil/BZFkfT0dEaPHk1BQQE5OTmkpqYiiiKyLPvIwkj1FI66KdTnkUgigUjjvffeG3SD/zDgMIqx+43hHsipjBhpDC9qgCuBFcBfCKGuKikpOaUIo7W1lYaGBg4cOMDWrVvZvXs3u3btoqKigsbGxqhOiomJiYwcOdJHEhkZGcTFxSEIgp9EIYpiH++naBu4IyEWPUnZbDaWLVvWr7Kxxzn+A/wC2DfM4zjlESON4YeMEsEaNL/DpEmTWLJkCXl5eUMzqkGELMu4XC56enpoamqitraWmpoaDh8+TFVVFZWVldTU1NDQ0EBtbW2/czoFg9VqJSsri9zcXAoKCsjOziYxMdGndtKOVWujCEcy0H8WTE0Vjt0i0OfaBIagJDysra3l1Vdf9fsOJzg6gD+heEedEsEmxztipDH8uBZ4CrAGOqGoqIjFixczbty4oRtVmJAkia6uLsPt2LFj1NfX+7bGxkaamppobm6mubmZxsZGWlpa6OjoCKtc6UBgs9lITU1l5MiR5OfnM2bMGFJTU7FalZ9ddY9V1U4w9JJDJHYMPQRBwOVy8fzzz9Pc3DxYP+NQYwvwM2DZcA8khl7ESGN4cSWKC25AwigoKOCtt95i4sSJgzIAt9tNT08PPT09dHd309raSnNzM8eOHaO1tZW2tjba29tpbW31bS0tLb7Xjo4Ourq66O7u9m1dXV2DTgLBYDabSUhIICsri+zsbEaPHs2IESNISkrCZrP5ucXqbRPaCRoI6jI7UNVSJORgRBRaWK1W3nzzzWGvyhcluIDHURxGIiw5FsNgI0Yaw4dLgWcJYsfIzc1lyZIl/c5W63K5aG5upqGhgYaGBo4ePcrBgwc5ePAgNTU1tLS0+G1tbW04nU5cLteA8iwNNeLi4khPT2fkyJGMGjWKrKws0tLScDgcfjmeVGiJAqI36cPA3WtDkYMRrFYr69ev55133on42uMQG1Gy034y3AOJwRgx0hgeXIASHR4X6IRRo0axePFiZsyYEbQhj8dDY2MjtbW1lJeXs2vXLvbt28fBgwepq6vzkUFHRwQFxY9TWK1WHA4HqampZGRkkJGRQXZ2Nunp6SQmJmKxWBAEwY8ktEF2ENwOEeyc/sRKhGpT+zqQ32TXrl08/vjjJ3p+qS4Uu8X9KDa+GI5TxEhj6HEuSqGmgBX+MjMzWbJkSZ/UIC0tLezdu5f9+/ezZ88eduzYQWVlJdXV1Rw9evSEkg4CwWKxYLFYSExMJCUlhbS0NDIyMkhPTyclJcWnYjKbzZhMJp8LrBaBVu6hJm11gg9FEEbvw5Ewog2LxUJVVRWPPPIIra0ndMjCChTpIrIskjEMC2Kp0YcWZwFvAmmBTsjJyeGNN95g3rx5VFVVsWvXLtasWcOGDRvYunUrdXV1J/qK0hA2m420tDTS0tJITU0lPj4em82GxWLxO0+rZtJPziaTCavVitVqxWKxYLVaMZvNPoLRvuo3re1C61arrYpnhFCkNFiwWCwcOXKEv/71rxw6dGhQ+xpENKMk9PwniqQRwwmAGGkMHU5HSVw4ItAJgiBw1VVXkZWVxYoVK9i/fz9NTU1DN8JhhDrhRttVVBAEH1mom/a9uq9KODabjbi4OOLj4/1eHQ4HDoeDuLg436YlKK1qDHrJTWtwj1bVPJUwHnzwwRO1hKuEUiDpT8CuYR5LDBEiRhpDg3nAO0DWMI8jhgFAlWZUkomPjyc+Pp6EhATi4+NJTEwkOTmZpKQkkpOTSUxM9J0THx+PxWLBZDL5pBiVSCIhFqvVyp49e3jssccGNWvvIGIVilfUR8M9kBj6hxhpDD5KgXeBUyOMOwY/2Gw2n4SSlJTkp4JLTk4mJSXFp46z2+3Y7XY/lZhKKJIkYbFYKCsr46mnnjoRbRhVKEbup4GTLr/JqYQYaQwupqFIGPnDO4wYjmdoDf/JycmMGDHCt6WkpPiOL1++nJdffvlEs2m1A8+g2C6im0kyhmFBjDQGDxOB94DCQezDCRwFalF0wztR0pF839t/DCc4RFHE4XBgt9tpbDyh4ty6URILPgBsHt6hxBBNxEhjcJAMLAVmRrFNJ8pKbRuwASXFQhVwCGjQnZsK/AC4BYgV3IhhKOEG3kaJuVg7zGOJIYYTBt9FWfEPZDuGQg5PAT9CsY0kRTiObOAPwJEojCe2xbZgmwf4N3AaMcQQQ8T4f0T+0LUAXwL3AOejSAimKI0nH2XlFyOP2BbtzQ18DHydGGKIod/4JuE9cBXAKyiZbscx+OrCPJSKZ3vDHF9si22Btg7gdZRCYjHEEMMAYUUJXjJ60MpQgprOIkhk+CAjGcVYvoahn2xi24m9NaGUW51ODKckYobwwUMcii3iq0AnsNy77ULR/x4PsKHkwroROJtYLrIYAqMSeAl4HjgwrCOJIYYYjgssRJkQjjH8q9nYdnxsHpQI7p8AmcQQAzFJI4a+KAYuQ6n3MYPYPXIq4ghKjNHLKJlnh6+iVgzHHWITQgyBYAMWoFQXPB8YPbzDiWGQIaHEVfwLJe3NCZs6N4bBRYw0YggHmcB5wFUofvgBi0fFcMKhAsVl9hVgNUqp1RhiCIgYacQQKaYAl6Cor6YSu4dORFShlFN9B0X9dGw4BxPDiYXYAx9Df+FAiVI/G8UDq4SYBHI8ow6FKN4ClqG4zsYQQ8SIkUYM0YAITEBxLz4PmAOkD+uIYnCjBHEuRyGLFSjEEUMMA0KMNGIYDIxBceH9BkrFwvxhHc2pgyZgEwpJfIGS3LJzOAcUw8mHGGnEMNhIQ4keXgjM9u6PInp5tU5ltKEE2q1Dyaq8Cqge1hHFcNIjRhoxDDVSgEko9pAFKIWqxqGkXokhOBpQMgqUoaSAUdPjn1BVmWI4sREjjRiGG/EoiRRnAnNRpJEcFJvIqUwkTSg2iB0oRYzKvPu1wzimGGKIkUYMxx0EFMLI826TUaoQ5qOki0/j5CKTHpTqi3uBPSjSw26UXE+HicVNxHCcIUYaMZwoMKOotkajpDop8r6ORgk+TEQpUpUEWIZniIbwAM0oksMRFDKoQLE9HAIOokgPzcM0vhhiiAgx0ojhZICIQhbJ3i0NGOndRqGQSgaKKsxmsFlRDPPqJno3D0p6De3mQVn9u1A8k455t2bv1ujdGnRbIzFPphhOAsRII4ZTCSoZmHT7JhTpxI5CIDbvMZUcnJp9N/4E4uT4SXUfQwwxxBBDDDHEEEMMMcQQQwwxxBBDDDHEEEMMMcQQQwwxxBBDDDHEEEMMMcQQQwwxxBBDDDHEEEMMMcQQQwwxxBBDDDHEEEMMMcQQQwwxxBBDDDHEEEMMMcQQQwwxxBBDDDHEEEMMMcQQQwwxxHAc4/8DZG+qO5kMItgAAAAASUVORK5CYII="
+      },
+      "annotations": []
+    }
+  ],
   "tables": [
     {
       "self_ref": "#/tables/0",
       "parent": {
-        "$ref": "#/texts/15"
+        "$ref": "#/texts/14"
       },
       "children": [],
       "label": "table",
diff --git a/tests/data/groundtruth/docling_v2/word_sample.docx.md b/tests/data/groundtruth/docling_v2/word_sample.docx.md
index 639c8780..9c5a96e0 100644
--- a/tests/data/groundtruth/docling_v2/word_sample.docx.md
+++ b/tests/data/groundtruth/docling_v2/word_sample.docx.md
@@ -4,6 +4,8 @@ Summer activities
 
 Duck
 
+
+
 Figure 1: This is a cute duckling
 
 ## Let’s swim!

From 835e077b021d0a3615247906dd82ecfa19f3cf98 Mon Sep 17 00:00:00 2001
From: Carl <45709281+capsenz@users.noreply.github.com>
Date: Fri, 15 Nov 2024 09:24:15 +0100
Subject: [PATCH 27/31] docs: fix parameter in usage.md (#332)

Signed-off-by: Carl Senze 
Co-authored-by: Carl Senze 
---
 docs/usage.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/usage.md b/docs/usage.md
index f58a72dd..982ddd2a 100644
--- a/docs/usage.md
+++ b/docs/usage.md
@@ -165,7 +165,7 @@ from docling.datamodel.base_models import DocumentStream
 from docling.document_converter import DocumentConverter
 
 buf = BytesIO(your_binary_stream)
-source = DocumentStream(filename="my_doc.pdf", stream=buf)
+source = DocumentStream(name="my_doc.pdf", stream=buf)
 converter = DocumentConverter()
 result = converter.convert(source)
 ```

From 25fd149c3839343f8bd42ae993e35f80acda2a52 Mon Sep 17 00:00:00 2001
From: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
Date: Fri, 15 Nov 2024 12:52:41 +0100
Subject: [PATCH 28/31] docs: add architecture outline (#341)

Signed-off-by: Panos Vagenas <35837085+vagenas@users.noreply.github.com>
---
 docs/assets/docling_arch.png  | Bin 0 -> 453921 bytes
 docs/assets/docling_arch.pptx | Bin 0 -> 47248 bytes
 docs/concepts/architecture.md |  19 +++++++++++++++++++
 docs/concepts/index.md        |   4 +---
 docs/examples/index.md        |   4 +---
 docs/integrations/index.md    |   4 +---
 mkdocs.yml                    |   1 +
 7 files changed, 23 insertions(+), 9 deletions(-)
 create mode 100644 docs/assets/docling_arch.png
 create mode 100644 docs/assets/docling_arch.pptx
 create mode 100644 docs/concepts/architecture.md

diff --git a/docs/assets/docling_arch.png b/docs/assets/docling_arch.png
new file mode 100644
index 0000000000000000000000000000000000000000..cecda04b4a3e292985e2e066b31e7afe1ce217ef
GIT binary patch
literal 453921
zcmd43bzGF`_dc$OVqu_!v@RhnA`BfW!bmCIC`d?3HzTqJjifY!bV+xpgmiZd(hM>5
zkTc(VK;2#UM~;Xdf!-BUbU3;&Lh$bL)b^2O
zRP|{xiq5-NN!qW!p^E=JAhn=%K}hCShY^vkE)fNpymUP0R5q0Lq6sVKCV5DF9l3L@
z*ZqeN=dLZH1;Qx#mI|A-znLT5)&x-t&8P~U-Ikm46HDcn9{(Zw{K!!}{F4`G|9|l!
zxKvavm7{v^)c5CUl8Upgon0N&EAXbbZ8WauW%&JL8ePGYiXSPC;0hO>UeNb5=^bGF
z{l(bjy4R5gjK!_UY)Bs3AUICccJ&3_V=?`Fiq%+p#n7-ZdFk-qnzhK1l8fzwlm|0${5jxi>33Xl8F6w!;S3RF?52eM2mGY
zG}fEN2C;rWw&6Ga5r>aY$9vs9=!w_&1zF-jZ+qC~d?>#;Naz{R9>*)x@tcogA7bND
zz;c|Mx%x$1Mr#iR-(e(WIHZ2?Frq9Zl7ZxOO-+0CEs{_|^%c*;TfcQ*QRvA%#(@Ky
zF?-HM(BXFU(4gn|1Wl&~Z+u@&*GW20LOO0Ea*YZc+j>hgj+MDh#_8=s+_z9CTq_Zc
zTR#rWwQp^7{NNknT29?kk@paDb?V8X?k}>BzIpim|GhtK3S%pMa4iE}f0?NKW=jPc
zNxSy$&pS9>JTCE!lPtg`Z0&=Bs_CVT-Sr{y_oH_W6-mM
z%aKi;zjrJqd}9XT;$^=TCiM?z-pZa?-#x8
zp^V!6Nc-DQisqfVCH~oi?$9}m3&pRz!yQpgVxliRrkb_}{Mz|Kx{DDY6dFzEMqdaeuu;-yud#sdVUPzxm$aa>B
zue)zbn<_T%D5rY3)c?!Z;=1wK%dKzs1XBbqhz5Gd3(QYT{eE{vpNpy=J$0`0zUTM-
zj8Ke|sx3)iPB4Aqdg4lVvWlef0~$Uv9HbWzy279Ra)2s=mfC7u@Uk5F2ROw*PGuM?;v})
zlU%3$Bz8uSDe3Nk2?k$?-XWs!>9>&d>9>ET@hJD+@1NIQnc)HaEjL&SfNB23d;9c0=ZH
zBfBro%3Cg_G+w7rOTH%OUUS0nnIaAZ4bB&JC87!zpDLm8y~3CFfz*5z$0OmN%!dMx
z7@T}sWOQJik9)`YReadn_FhXcuS>n3UedV~Vy9D|Z!qnEA
zt@LG&F5yNhnbQEN805;tFJaxO!Jb>(-V*!p;UNB<8t7YVS
zbKSeqT7;a-N>PI|SN8YY3taHNMx5(YIrze1%({oNwZ9;43{SZ%Ng;w=NeE9R392q
zG@Vp6S$DnvP2=jVGnwd|-fH2B&Og1c;$SfCh~wB;*L0}g3Z7@BK&`yXvzNWX>VwOf
zj^edkYp+zh$9?@U3c)?RpyoGptFBs#)uKDB7rE6dypQ8ZcNZjC0_aZp=jJ-NjDNT#
z<77|yQEIzVxa`>G^3Y~`MGQ8Mt2gqoV5u%-N`qc`P*QfF_)m76YEPt*~gCHb9w
z51+?3H(jK7dh
zI>XRowGujl0nK1s5lGvvi5LE4k>`83i0&T`1QGm@C-=emhVz-`U+Ewpaetf_PeSvV
zk{}OQb8BP#>ac&E52ezL2e>u`7%@T>q!oq}y+Q{D1Wc9y%aotz$Wo$f;n
zjvI*X<99OfeWhcAJMO&8tM9S6oQZQ+Y1?`67AcY`D!yj~GZ|4Uk3ze;%&^~oNgVxY
z%FQ0OYmJTLE1p5CvK(udgT2ljv%4aKEXhGm6DmS+dHWG}1}yxava~&ffAw_H!O0VV
zz7dfsF2L2VWZ=pjqTUzCx|74`2-wD@-{Ir%xTAP4v6Stnu~PnMx2$GYd2-shFE!<1
z00_$*zWdldKT-+|>2u60EmctZXace)ZW{b1kbqOr+(d9YWp
z9CyE0W4~FI3~PXk1!}7Xy7GyUYt6U2tn2w|Zb_RjMHq)9?oZ;AD}WfN>+U8!jDbYF
zr$H3M&jvX&6{~Y``Ezh+^<$lpYvO?(xvM`tGPD=b9Qu2A2FY2T*hnSq668DGd$fH@
z@!r5!mjrsb=WmB;V*~hcCCnxr+U;{3+w2^0WsQiIPPZSs&Eedwpce7H3t%I;944fXtHQqLEoG2xEX8FKN@`^IIP9he7M*}
z4Dp+X{BG&?2Vj}x%qibtEb$P=LhZyWr|7YXLx5N34Nk-2N2t+4tuE;6uK*WvG>}&w
zeO%2xF(U-o91#>t`;RZDb+;ol&g48qh<4-Sjqz5dm9i^Z|72G@wox
zg@%axG*iR{;&Pm$c!XFibAKLjNb-8GA8@Xhy&-!?8gb|RxszCbKF*+_7BgM;8812o
zhYkb?q^K;grd4OkVToj>at6kvUbWXxCjbceZban1hGfLp-ka;R`R>3uoc?NKDiMB^TE2GbEP
z$e)2fefohc?o_mMGCy7JkMHH6doNP}M~PVOxVx)!QR_<$;@?>GfY0+VU^%9viYCch
zE>5S>SIjuqNgE&$=NiNRy+9VFAUZ(nH@T~tQnGGiw{+p3O44xdBJG3QctU;Je^AHr
zG6`=zG00LwE&X6nQ~$Y4-Q$DAL!yG;qk;c8a{?>!k}4gX3{ZWgb#B3p0@31GCj}gFZd;gW0lb;5VL~QZ@rg-;2Zl
zyHXY90&-xx^zy62jLHV3bzHrlwS5-R#ezi^l>#f=E~84j&3ZL~z!#&OAs
z8)r~lkmLZBw-d|TLts@pZIjAtuUPq#aA8P5rvNvM-Pe2s!gMt&j`f=1=k;QqYv{1Jg3l{IM;k-gR0=Bpfn8E}MC_}h=
zXh2_(Vbxk`uF{Jc)S
zC#T!cbDs}qoMp;9dJscLpns9C%G%WITrUoR8sz#3Y++v<<8&AnZ0ZNPB8iY#5bih;
zKRGGqr>(YBR!?FXA^ieJoQO7nuzz5c-2CT3)&iC7U~S;4OQr;tmHh{t4Zgvqc-;rn
z9DT|poHtdXaYOCNNuq!;+AyEPtJ+UvbI**w&#H)fBC)P25l*WSUPxiJ5Y>~xnOgrT
zSGI5BAEAghvC6>sMC8S?GRbm6i!$Uxc%tmWzO4&e&nu9+s+;u
zta4ASHw2qm|$}S%F>c~+@o(
zJ_(!p*r0W;+W^Y!*8U5Cu}x
z1t!xDYi|2`O>9NRR2P*0-t}@fAR&9VP0hK@zLMh^6yeD53Ma0_6#x)xS8x4bdnhZP
zIC*wqsO)Ga_xJjAFtB?0u|&-!IlNzWQuJLkknRtt7i|XfW6X^mA
zWGva`Rzbe$df3$)xw#MI8P*G-hKY;dPEy16a3M~^)`b^APE#Raxpg+k(LXkaO=A0<
zk=eEEWlPE-cNtCMe%S4Bm#$wAa0z?I@=1)LV&|(g!Nh61YrnytAMuPK4j8M}a6kBX
z{zVXwQf`{Two);rKT}FRzB|1XN&Wg9jmo~zW`BZIay}xBN>_5bHD@Nqx&HBMnky#R
z6`P&>0@$5-Fo+j4>I!KU!KhgFgs9ZKIIeT6Q8!68nn*9JI0Io(ORVA*Z9l->%DWcT
z@3!mi+gT<1<5>=NHWWV)NyO1yGS;{nrNsRAU;Vq@2oR6c3cV?g{Tv8-mP@mMp9{hR
zPuzbN;QzDHiH9$YanT-*bWB6NK}Hi%n0?faa_RJ3S#27K9UQ?+GC7U?JaEsQ^*PJ&
zQ}y)*Is?4yW$SIep~G>T?Po~Y-|QmG7#j)Bdwu)j=R^1Y#XmVj=b6hp>^bfBZ|5Y4
zaB@3QjSC>PvPJ2eV2e(79u8~>%-oiYDgJ5e;K1s=?bv!^SjDZvfi#^S-yG}dW~Ris
zNEU3EKf#Z2oQALTxNFq+sAygECgo5!XMkaL2|KFb43^VZM7+Ye4B3k;2@jhahqiN<
zC;f_w)~!TdlX4va8~{f+i%wvBgIh^Xhea`)Y#iv>HgKl`Hb0Xl|DzBvTET1Z%{f*C
zXGZTMlQs4@o$7(r8Wxoor#!026I%Dx
zTrl}G_tezXq#|NUfP2IZ9A~du2;7yc#?yZ
zbSNJ>9)y3U49P>cRDpcoUo02PaOF-i=+%)LG4-XbbCLYmVj~T_2752kX-%so3SI3n8Lq489C-`pDKuOxqWgtL{89&BhJcoaZ
zEiukzMr$HlMU!fz%-(`Y;pTbZ1-HtoN%kSWp4nBQ#?*!}+{~@~&QH?%bzcahwQ}!&c7TelBX~9{Mb^QJ5?7FlNBR^x)0ItZg>T
zqx%}K4;@OLsSo}gYJY#nT^(=Hm`dQgbfO+ETBa%=V*+gmQa1g5TlZeN8|DihIo8|f
zIDrTE=ChgrEl#xIOw_Wk7fJXqt$Q?&nejr7vt#*ABMUv!^yts$0WXa1ABD5=BxY6O
zN?Z9BCZ5uEDD0l8_J?bn&)*66j`MiR&m?)&$3|9x8r8nI)Ke
zVSTs2q)+(7+5VfAdsBqE9)yq#r^Ny5imh>Pj`0M4VW0ED4kFYpW3emU3Uc@KrvfP}
zF0-RiRk2=?7L`or_$EJo{&el{i)lY``~>LBkxr}HgW;9Hg!|vMoZqb|^x{{y*Pm`)
zJ@*4QNVeMiJ(=^^uWnxq`~i9G!FcxYT~X7rMLWLN@3;(Qr6c*dlVqFrWTJ^0d_Q8o
z4r}hLHgQaw1{Gc_d2crsmtCi2F7JB#mx+u#330d#
zPlG_7^*!{hB)M2>$cTgM-uO%dy54cZS}DeQ^GXf|O;G2>lJ$<|E^e0icQ3-Ggk$)F
z+;N#nhi`+?55>@#h-p!v19kkU8$yFblVziI6MP|l(RSpNuW8(#L|IM`tgLf!JV9&w
zbir)yWx&(zD-3g=eS1O1v%dU}&)T43xBUR~5FF1&IbhUsLK}B0`1?&jUJjBIAyv_F
zcKtMYqUV^+(lDPa|8}s$b`NBt3@(saTAb1cQacygX**H8;NstX$Gz}c0H&;V7!EBY
zrkTg7O43GyYG5wv?yuax>EWZi79M|V*v^{6N@5?zImlS8;vNhYT{JhsxToTfh&(w3E*h`_)JB=$QhL5_dgz)|nf)!*3nl
zue}goS^a5ZTBM>y)kMr}XQD|338rX1%MJ8a{WV*rl=SZ@lakU}?Tw(3Y^6~bB
zT{7hGnmGDX`QG$XA$&2)d><{4p|_N*e{>WkiThpsg(e!3WBrBfIQ+3-3@NnJxAIu5
zCEdU3<~V9$tinCGB4ANP#ZkWOA{~B{k3kMinXM`(x+y?V{K9nHQW0?ZTr_5n9@){rY2O;9>gvm_yXaFpXp&78Es%Xl!=ggwEaiHS
zWUHEKmvJg>!xe7zLj_Gb^kx^P=Xn&t@ZbVS}1;6Y7v
z@0>US*C5u@KD?X#6MC`Pixg~g>PkX0x3kR_DT!Af{9t5X83SA(;i)uX9QSamd_W&u
zrv5e7?%$3x>C3X*;O?uJ6)=r0=@8g&DQy_XQXbyjDC>FGwZ}Yhldtw7F>ZQ2GUfh4
zn?{8JiTW5cNxNG9egA%f1X`}OWVDHgvtr|nEEGkq6F&Emk1OMlg-E}K1+}|;K3(a_I
zE(_b*f4MS26RqrAoKate`BG~+4v|Y!KrQ68)r9Dw$sw9Bt?3i(ZHR6|mVVPbH_K_Y
zKPKWl&NnD)C9{^e+kW1%v;@?0JXFKn&v9+K*Rw(S<3{gL9p4`?a_5B-l|sZl7OB9y
znzlW}mW$jfO7t4nlO~ju)e4v`zs5K(QPsot|BQmbNxBS)hT4G-`BUsZ*xOi@nkXDH
z_k4MV^h3n$RrGF$T&s`Ad0_x5ji(EtXd&24cPTRc1)<6Dy=^%RX@gGXVo%?w->44S
zsx@FftAc;JIXpT~SflndO9mOK)_R!g)5MTmrM@!OoZXFW(tF!uV&WSsduwy(MN&jQ
zJxn?Hv$FuSkn@pu_LIP`tW0;clrROZDE}(Bi$+?%ix~8UpMu=Ba%F%%qE2Mb!L(>(
zvniOE-{@&yneOQMFl{$|%IIxmSi}%08KX+QIO;&1doO#Vw6;i2nDaC}aEDuNE^EO)|_2*}?gE1|L=M?!W#60Xl=>TKaUSDBRF_)?5t?h3SZFPILS$H!oL(
zERngg)Hgxx{uql0#Nh?qRl;H2%gT}$TF{XS=i-DBd*c@b$Z
zEAu`BbN-PJ$P+nzF=aIcecB=XC1RbAty<6b!;sBzVI?_uE1#qgb0Gc^=;xQwuNN-t
z?{4_6!K}4A8VCa)&$M9#>x9=umEt`sDNueo=yAihg3$8!8h2V3|2#F30H1c%i>INU+tJ)f0vji+AeUu`|%OTL^PTvsOqD9qyZ+zJmH)-+F52wWKRTDmK4xMkN
zGhkwW+kA#l`q_iivBZhXqodCfe6K;D1=~32+eEc<=IuoaQrWhRn;f
z(w0MADp;oXKaP20=p!Nk-J-Oee4n!s8d;whw#Q^*<)O&SM)#G^_$uS)Ti-X4gzZL(
zTsDc2$bV>EQ`lN>we9VdLz&#^jN-krt0m;SD-YSPeAi$_rAT?Vhmz|?cNa9)Zy`%&
zvf_uj&7Tb4bs5N6
zWZbJ6{U-ieFPN?qbf=Baf`2;pU&Wt-%g`W#Jni7
zIJH5{z96i3vtdGkg-}GXzXZ
z)bqchz8=&)FEj?DsKlV1m7wPWSImG?R52;H^7W5Pxhg!j=hO`Mc`GgVa#qsU+(u7U
zOf8L<>!4YMcV-iYkMbF7J8$&xew!zLD|pe((Hyva=T=uOrtiZYhM7WP$X0T6_daUm
z5~dteng6YYNM*scFe5{2;g*ABP+NiP?q&xl`nzGZbdc*)ZC?4yE&HR?{H6|rsda$N
z>jL7FI$?66HG=yfZ)p8QKQlJi;41clp&4bH|20uHh-06
z>ew?4nRBM`93rFQDwyxt^iUK9QlmBT?4
zigK&#G;Si)&I>v{uj#jUl0~@90$;s~FGuf~h}(8#>tIx^Te!WAyE5VWPoO1TIpDYtxBg)t4!yt8ZJ1$UOLVpcZ?r=2GxReQCw4x0loQlVY5!U1-kfpwOSA|!(n=dv?A~Wn&%fcvxAPS%Cg>%GDBmB+qCY0Oe@B=x76ijLr_W(g)a(@
zsm9i<30=nNwZRQR6D<(}%wW~p3O+GW4MVcfIcYY7=$
z1ovW6NV@A!Ep)ojb#uUQTxDiI{*h+ObM!tz&2dunRl8x!dTdsoz83FDQ7mK(3QPMFcuhI=|^->%1v#H*ZSgw)L1*
zyF5kKvGRos&%iAmTkk9ufHZY~njuhj8=9}rQN-|n5(Bb$YI2OvV&PC_spF?UP*&6d
z)Y7<-#ZMb9mz9~RgETI)S?Etitg$g!oa#$^Lf!f>ez_`hnr}xZRp@^Uwv)Gf0q)35
zq^bOJ{Ug4UHcf(`_Fj_4NC|Zg^I6N+YGaB_Ci2>ZWr#JXf(0L=KR0*92T|0USmjxO8!VKvyIFg>f(xb+>v%OtymIZs2)^&P^t
z`g!JfU{lr`xBZg$<<_z0$MEFU_FWXTm9F1^TkAH19mZwy6?c
zQB(bKZ;zH|Ab+W4v`qw~N%;{zy7KLHmvKI`8wC2~8K`5uvSAaEYL|!v*P5#)s`pWz
zAcdx+w8pj$-z~=+B_J`i26UMTF^%GC6=ZA`G>c>Sgfy97*4a06U|`TBY-!^?AVkJ7
z9y<#hZD8Z~&IvA$Z7roTCd>9(?wS={4jCJ(bVho%iNvZ1X^!?`CG7o80a`<8jq*`?
zvUwDO>JC?|p@wOWzRhAUTdD1$^2Q+0KN6MMzNv>u*YP#F`h~`@9&`Zz#yEN&ukN_r+G6ytEi1PShs6
zi|ih8o0Cef2fj<3o?YpL;E|xTRP1RPN~L&$mtC^c_~P3{y{|8m0t2Z}`ZIJO>zh
z{JG+-T8Xi1va62+PDXiEk%^58}iKW&M7N&h5$
zj~M{NKM^A@vi${bzJDa`ir0(mDMJjKmrN(>54
ztBU!-0*$@3Pb*3d`c}I6?Wbo_UdE7h9kv~Q_1IsXJ+1{i&S4;1@baG{EbhIG%L9hB
zLbc_0>iv#iG%rS%zToUR+Hk3_%C?iK=e2l6Rw*J4D`(yxF=z;^we0fkoAIpz0l(VY
zm$g^t2~X1sMmWr87D0)_@S)EhgfW-!L7?W#AP!SB!jtJr<}gw^>Oyigxk?Q|1sq$8
z$ONsjaWv@|P=H9&vj!gzw60RNL~(P;nbic+OO5*txxSXM{PDK{ELtcO@~p}h33>%t
zjYXh5fxWXp$9R*fkWA78dp|Zg>_>sg?l+q7J@c|R75=14W%Ta1!v5XnWI##rKwqoz#A#m&W``im0hWGem~QefacKsQvlPwaf@pmLTy^hMI7
zb%stAI(0<-ew=l;eCwZ%f5G~{QRA<7+Cz^k8#Q?s+5M9JL6
zkr0kiXA60Ra8Pnqb`^RD6hH*jw%r{oO*%eVT2X6TK-6ndgP4FRAEmK-YZ1N>cscAW
zC2xwsL&QGl;1OXwNNi$#$6)rkr;AS+fP&!w
zx(RH>&+To!#GzfzYp5l^vQke|?{g(~$~RT5jjsmObIJ+=$M81hInT|&OTfgKHM{lq=BhdQyL>jyR6
z9@?JtgL)&jRHt!S7F%B!;4<6;vdKiNfJK{{PT939B7MEU#1&2(euO;3H%RYzvx918
zeU6jw7nA)&gMYpld;_q-Z1S$g_tSJg^01LF9*wK!lNTO6%1uo-GQTF5SmZ6*IqtG3
zh6_%CR!pz7>l!MUDahJRZDANSgn1t2N}SfO-#2n?JC6`Lj3W){%LS#s@2ZihfHpBL+;HuD{)FVf5VhJC
z8l8rOTY$9Vfd%YLl#tE$-LYTxch7(I
zsc>wq)I?f!=D!2cTpM-z(vR*NZkLNAJdA-TQRz4PC`%iHsjtnbTRrpxK>oCN4X3ZCR;}
z!3eN=Rp`t!$9i?!5T&)=u-p3eve8~K(~Pmw9HlbW2eth4M-wm9X8YqW3LI0Q&(J{O
z+{6Z%$;?)B>~2pmq3#{9uSmbsIet1SfyDm4G|ofIKhesa2YY&%LU1nh@10}tYjqD%
zeSLlDm_4zFQfjb$ZN~|3*NELZ3RJ_8PDG>b&byoXR;}#GB;jLmfNJpV%8SKu9`}-|
z?0Ba~ikJss!FD;m@}#@@NNFwTvMb*8egg!%oRqE53z`5I*gj=*PCwhaC?T$f>urgjev8kaTld4s=X<763&RSjR=+xBHiy^HKy?F^4a1O-$WQL*?q>`vJ
z)jWPrwtqos(WXlds|}1dA*>{*^$l$Gg1nt18y;9xX*Wflp8c>aWp;wQPm{|w603%R
zQHucX%6>*7d*szmV#<;)ec5lA4d&lN=H>A3fl{|FJ_C^q1ecs|_b7;aX8v56@ba=a
z^$CP%2hkq6-Z>%XO`p|hduUJ3c&+#NQW>(De0TPb^VqRB!_0K8;x+cNd#I%m6H*TA
z1*f9365fK({M09(ax(qmWdDrGpWJHj9grGKD?)!Qne&O#BdhQaYKBLS<0F`s0Z{ei>32aQ1uV?F&Ue<`
zn;o(ba#-w9kOw)X|;W$ZM(0)J!Mr&S~ynMx1f
z$&iy?^9E2+$#&b1r78#PLB0UhU4d~E^xCo%LepulWVcT{sYs@5&qpUrix3$60F}Rh
z{r`UF)VXqkpNs#_>;o?sX9}M>$FqNbv_M%|c{^l6
zR64E_4?7p>8p-2W7NV@4+E8y~a*WRNi8+f^$0Y_I?>py(%D*btz7!Dzb=;m|f|s#P
z_rou_bz!T9;=RX1jJ~-OP*cMBrao-#tvMc7S#H}!dV|KHcuQO5q~Iu+#5r9kgU4^T
zaG8Me*@I82ePu81wos2za_=(T_!(>e@#3z)iC^3moPoRK00uQDKnlKYJQ(>Tkiuqh
zklP{>L=}j8t#HAM{v>CA>f?IGC-xZm#IhsA#gQ-|gQO0Dsn@|AP>?+F
z<*-}gGH@ZOaN;)ov1&~ypYcmJq4Ler$j~LoMr)nx&aI6LW?2|2yJ04Nn^`h2IVDrE
z8EIa66+0|C+f`(N0KFGkGLftlhDeK14$!I1Eo9ns8VVF<$z@OZ^9)cksQYwaW@*I3
zmb;mj)$Rmrz7?Q63tJ)`gw{dxN=6eO8jq6Aq&V*T;v8D}iB3n{?~1-ShCKGm^5Z_>
zqc@9865d4;rIQw+Ms?ChTeb%i>Pz|NbCt?h>S|`;FmF?()FuX57a?2I%I%F=ZB46J
z4KywnG)y^ZH~R5Tb*sd^OV$TEK$_+9)z`iD*B8~FS2wa`Q+m7(uCD;qh!c-gD65~&
z-d-~2beat$EqQ6H%AL!g`3;K2TG;f*t2@x!Tmd
zp$f6bdo_8YS+@`?#&Lr235K;LxJA%x-oxw{u(DuqlpcoOzPU)@bOVOodu8{2-|F&g
zZ-EA)V;b~klcd7~`L!Q4UFMyQyWYX&V4x0{7OXVuLcOZ?-m1{1{>%xNI+^z*F9Ud$!DZ!12RVxa5^4bp6
z^y&CdzG}+Xs7!uEDu99s?MMzjp0BCc@6`a#(}x|PW!Xa2T=Gw@L;vKQzaei1wv3#tK7~ACW5D;8g{zEUbpqD)@mhR{$Pew{o?96bQ*84G_ld`u8
z&ojRKjOa$qSBXdGB3|fb7qQLd#XAvZ&e_g>{FWMK4T>to+R;`2s$_EoX-t-Vsu~5Q
zD%>Q*y8Dq6)vpWu74*KtWZWk_mRrRH|Gqpzm9_+mewX0ygBp!gT$iNcxAD0oyQiFH
zhZX6tlXZw>e#|^z)!0!fozX`giu--%N~a@OOh~7M(2XiQO=|EQy?RyG4Q_eH=MFc6
zqOkqa4xpSwxlX4!e0w=#t<=M$W3j)16~)sOw96j7B<{pmr1fdLCfcnj*5?_tc%7Q4
zPxK=0cEC%|EL5L{e|;4WW3fm?tb^$guW$8=AG}&f)+2RdNdb{?C`{wmPsYsp^xF+B
zB7%zwUl6OPa&82I!NeGT9+gK{Y(nUH#+vOaJ`NSh-qqw7r)%f<95BU;n`L?-O3Dr7
z3ew+(ORV)Art|bZz2NYAN@9|cV}MnbqRj4Z=UtnLzh8WfPX!2>(<_ZE9K@Qn(e}fj
z@ww!02?!#oj|?7`8LzhmEyUX~X4w~rdkJV$_c70;6kA_AJV*ZDTOxBc039|V!&xf)
zub#0ZekiLN5mtjHb8HRIaaf5Ld|Q%Uxt$rL*TUV`O!Xk$V75JB0(7`Cl%H;Xne?0h
zqb;wo!*%-SzbZrsChm1gp`#de2hx7DUS?mGTp_{qItr*NnrbYV0oWIfJ
z5==75n2XAlndNuXrQQyjJPVp`vc$W_LPV6(F@k*OhGDS|bBUz#zE@K$kDmiF#8yi-
zEIh4C09jli=6NTpcs#ee;c_9|?LnmEvyZ)lCds*SFNF7=sU!Mb+!@{0CW~h==nJth
zVGbSD=u)uDbq^(|$swaQQW?d%J2htu1l0459!BjfTGUcp(#h6RTHg8)B=w(r^^*PM9Ku*^&9F@>VN5=KHY-FkCU}`zCK}f8N
zSUdkF1bzhyqjT2_|6R{=N{+D#WYW9R^6hRa2(kWJ<^Ot270O
zX+NiJ<0`RF$@nUk(5=0ElDWIx*6ItU`=4YsDHqqrIE(jXY2_)gv84k=Mhexnpy@V1
z&$+TOZjN@H{X{U1NY9e&a#fNZ#3ummcMl#%K3TbGtTGscgw7vj`E!|4pi;5GWW|Wzn1V#w7Y99KhZg
zXP8$$|KUeTuCG5=xx_oC0hcTo{806WKY1u~p+UgBmW=QCW>{ZABOmip`I}!GNB>Ga
zhdUvvcjm)xt&X05n#iwdTIOW))^9wPasO
z<+|%qf-qPYL4W&T_twz6#-x3GvgQG!i7xe$F@t6%!tS6^ArV^{`5~qn
z3<)rS<0u@d6Y0m~FrVHaMijFn%|Q!6hzpOl~Frr?rWN8H+7$_(NxC?W0fqxI9I?}UAmU$Ofi^x
z^%L6M;-A_+jXi)=w#d(`he>`1h7Wq%fo4;SgrSD|Q84;Z(tbiR_v+au487k7bTDe=%C11qS)8^HEhBc=ez#9bNL(v&KueC2*
zyIQWyC$S+Qf%^|E{#Db(apEf*`N*#StC%-};xR_M7*pCTU)_l5#2x~}HnXwugAg8d
z(bJ`L`ijok-}KN06R)J$!o_Bxol_aG(Sv>_2&^n8<{gkI4vndBZ)~Bra|1cQ
ztjDaoE+K?A-;1Sp0iaoPUnF@@Tmvk{yVdD6LW6vlV|sJt{%Y74$bn=eTwnq0@_tYF&KRP)lt(86Fg?nY7p{=&yEvf}KCH(N0+j!LkL`W>K&YSgy`E3u++TW{!Y
zxEctHB-L_(QaaXr5^sGxunfSw2E?brMvRY
zrFA1T`~&40x!}B#%HjnAYE=v>1G|x*{y%Ia_?ww$#a(};4{Y}y0aoO>=4R{WF`c&q
zrprTAFl?K{t~08jMgGuLXr)H)?H+e8kHgp2l?0mDx20v&LQXYpZf@Fpll3B!BT4+r
z6aFGz^I2u3J0Hce(=&37UFJV1$fI(!7(R);mcIQ4)ZR(v3RJ2fm_QuLyUrH8JdM>q
z-7xju6M!rebAJJy*vhn)Q##piVu12JzoE&ohO~kzb^100F_MNfCpe9Pr~zr(KTX(l
zBU@nU7H=RdXl(|j?O&i=2Q(UvF7t-*@hoowN{0uO)(b1(>>*4mDK^yRBhroF^8Ua>
ztd7-CnKPX`Xq+w{I61a6pKbOmY*&BuJQTJuqKQN>771o6wLaW$eXIOWtok*v|CBz!
z`D%=iT{@>z7s0P;LEM$&e!@Hb#VGV^T|i5XmsznR0KA5iaumaIclfd6B$|#rwoQV3
zLNYKog{3;B+t$OUwz$85mRmmiq+0e@4Ep8472+dC7WUy{+cK+2|0
zhOAt(6Wm+ga#-(pJyC&T=wT@lySasp9B_^$t55KLP6u;(29W?Eb!UbGW(0}J9>|s|
zIdbCMp0Q>K)VM24YXwtQ4%#bLj=@&jK%}J5-|_A6pVwMR)^*fLk4hMCdrR`aTVWiQ
zGeDMr_+=amoYH-R2YP?^G;LcpEa#^5$k%J81{HR`&58JF*$*YytyuA~v+Tk)myT(A
zAzUbzB~CHFxnAL^`Z2QK_k`4gPousS^bE$*8Jy%Amz{mNBgmYQ74eUt-Tl55_79j&
z-_Q93YeQG;^_S%pS(ex%M^S=pu6EOrT!yWVZLO^S4ckd(!X;wJ(FzKiiZkey?5#Pu
zFpKt*JZJg)w}4&=%e3d(-9w)*u^#N+6=ck3b+>LUqutqAe`tc-4SL?mTfN`twTObdwUsgVl)`v6@){|7T+O@xxADT~qI%dr)u9?V_^bRK
zA^vE2tYAFVP`kN;*sbhdm77x}Dltrp*d&9qxML_Q^;5}ogaF#@lZall&bic7b>DiR
zdXYhf9p+6r)-zVFT_JdVZs>-*)k_{TL~P2VaQ#r<{mocw?~f{K`US4W1Yz5>Wnky6`v9u3#04OPT>+{-rwOSH=Daz-`tC)nl6TL4u>DR??#-@*Peg)ui1YgF
z#q)w&&-SL46Rf;9XZB$C)pQ#Y$8#`y5Igt;ByX{#z1n@H*_xx4XXuvO>g$YFv)s99
z%SBs=`0gelOkj6;Le^(0bXQGzEst2rlXR(k7d_iiQEyr>FG<8eOZ1D45J2I-JIXSWS+=TRlnRM)E1Sf%NdO}>Z!inhO!
z_CF28bYljiv+X;eVfO2Ru}t+i*WK8fR}^MMVOo|lE?X;xma~svOE_6?MzPPyv`S!X
z9fs{OcRGqJs`%_mMo|4+)UfgJVLVJM&mecHJrW$Kan;haUX-z3@SQuu&P!`vyi!=a
zk~9>rSMQhCg97fyg0Vxb8*J2FXS!HdGNVOS1hK^Cu#4p-P}
zE(x1Q6(xp|50IOj^^>4>y#~%gCCV$Qir733v5u4)z0oC4&1G-j4ud9V8yRU>>
zN!I%;l7^F6{`2cs>@IQ*HwuT1BOUl5I?iaj?C>zDQ`I{no)job{xx00UGT&%!SzLdwS
zk6+FSKxWHJqb40yNE0#XU6dfM*J0?w-xP7bL@(_P#^Zx+4Rr;-{tY9=P|-H+3UXIb
zK%L~)TiJLPy97{uMHcI=uG1K+oJ!E;?QCKds3%S6HGF{OdtcC2chN||rNNL_={586
zZ>8_R^p{Y?(@P!%*;k$(omSScpwKF{Nv$s-%#I);0MH&@^0MatvG<-~O=fG`@L14M
zMo|%vZbJkFq)S(kE=7t+S9%d5y%P}yk)}v*L3&4eC!!EUN~Cv!gc=}p0;%8P+0V15
zynEcU-QUmom*dDySod1jy2^Q#)4BzekDRU^_caHdyIuQP;epy7G6~=_q7zb}K`PW}
zI;1kgk08DYivv0}USsz?=uvH5%t>JZZHtgFX0fV4|Lkh_)ha^Cez$o9@R`mItbTnb
zcdsz-kju1;-LgP`PNcL?H`(P8z>UJUJa%fKk)YZ|1Zo=2w5NF&MwV*~8Z0&@>=(zF
z0sS4~HpI*Xn)>cHcEcvVY&#`Q*mq&~+6i?_kZwkeNB|4VD9CI*l-llpEAWW8y9?TI
z&8J)VH({nwk{eb_$jYQxF1R+mgSd$thlGW@!dI&)0ekTNIFNwiz}9U>cy15qVMwgG
z803c+3?XVR$o#Dad@KJE#d`OZ{F5T>*5G1&K4_7IVRAy4DK?6~l3UL*E}z^6O11J3MMZ)%w4wqA#ZwN(pNe!xvf(
zO6+8GuHETh@7xKxT{2-6{WelILPG(1Cc_14E9sXlb|9y<8RYjmNZTX|jD(k0IddI)
ziT{+N4a&MR{xr;QM?Z{FNJ55H=n6&Lduw6*;~f7+2!r=FhSm0fPswECrt;Mzd<{?J
z_(crov;1W!M3?nJLkOa#)Eo_pjzecAL8W#=al1H&lP0&^Ltn>tB;bxPn>(Z0wn%rO
zi}m6TnEu_lF-W?0n|hB(+>=cEA;�(L%w1A-+C1_p6d@w&?+WRmMs+tl#4O_PJgDw{>S|fxI6{b*^>T;
zCrft?SWqgB;&*>E55Jxb=$${ZAIBe<;P`(K#os)o^ZMr4ai-9Be+)5x^T>bjl_fV=
zSAu$&v!{SWBNnZ@9^K^_P4lw*OLA1yZzSp{L7c@?@;0U`ufkjfWO7A#rW{d2byP{RU}q4Dm7!`ylR>H3ml
zcgfZV!Nlt{
zBWnft4~Wq3R<9HN^zuMvSs;i
zf79SOSSGJoqHEL#7BGPN;mI_+e?!Uh@Bd>!;^E8Uxyo$<2V?e8`mF9kr~ekEziNMA
zpDE1SHRAurW!CM>CIg4t&pNMwYK;+mi}-&E*?y-)e|NsWxi`NGUYh)ICFidfbJTK<
z3Eu?bek4u&zlO#G5NBV{qzQ;r%BLCa(*X}9^zi?XasSQoi&TIh-4~fSGR6&l(k7iNbA=se>=7P2YwN#;tXman+ustm%rZKKOou$V3L0o-9O*5?>wWa
z2M!3soy8X5yiW|1Y^{j;m+$kPpZI^i+697i$du|JuQ53CSeZcl|II-C(Z!|>fP4Pc
zE_?JQ&%PABO1>ZX-%62Y9ylKzOed4x{-8w7J(tJN|HYN~kG6vQF1SC(lQcisa)8sR
zhzb$?E)C7U|9AEsPoMnXEPw+CV>p0?v+T<0so2le8hpCOeCdaz=vRLr;MKlfx|lPN
z#(h7{uQj6c!+-R?e|R|H6`dz~AP!9w(%@r4@drDeGbG#Pq?m
zXK`qQ-U+@t-j`rL;va`Ts|5jS*>vY*ufVX
zg(~OX2>eUy`d3ucdAWyx=jF|I+`Y;|Iel{_f&a0;+wQ^7+AUUiAn7^I%20WjANi9m(Vmav2U|%UK`6SeEb=50YB5I2U8L
ze$Fpoi+1+6NE)s%q(xN*GvIX-#{aSS=|A1Fv}cEl;Tuusgz)HRr%#-#dGffa>m*ev
zM$%^mmtzAuh;HqY>m5VmC^+9+g=HS2$%MiAx45EZ0VY;J;|OeLMbGqV6WqGbFp&_1Jh!Y~tkGsq^(P1ND$X5eu8`C&^yZ0`jFQCo4j#=9Qf_+l3xK
z=2hD_3!>)uKQ_z%hwl%rZgKs_^e(YnK;E3Ss-0fGwD3dh*ow|sf7h8q>mSQC=vsNi
zfzsqa7ME5E?<>vGutomwiu}KP$KRSQPzzW?&Q}dZ)Dl$+6ktuH&}sbuw_t}eDf3HO
zt_yWMe0;BTy@4T6fjvUobL|^~=!D+CIJ)t7sw!>yaNVk?Zx)**jcNI^M7G>N*T!oy
zwXJ9J3KRoo*|2;P9ZA1>pZofdkxMHg31aNJn=0uT(QXPgK3lQ{B7+#2Pl%y2hexZQ
zt7Cr1V5CV=SzTjW88hnh!+pCn<_qShG-4LozLdjwtMyF%M7U(UDUJIwc#gELxQASY
z6Zqyc{
zRykQE?tntH
zVgA&7X9Hu6B<518UGgOqzj%n}44Lks?otF`zARvrKqM9Y0x%xiNcgQf50roDOm9c)
z_-3cjnBUdez6;ei%N@q1agAUM>+^;VPIkX@=r(`0Q2xrhWXW|fkrDyMS;mjRKzCQ?
zc&ghaKL*fPB4MBVuwDS6^Yx*$N1_jlnlxp5#x@$0)#Q?eZMWE14_;NQW9W6UCDtHa
za26%w9+1Tcu3w|}Ij+37?J?0@>rPlQTS`5=54T&OOl#g8K;4$c5gYM>f%WXl7_!##
z=^`V6*hdLR%Cgd$-aW@)I)lyG^2Llc`hb=SPVX%YtF#L=l&{Ic^|LgR$v}m12-oDe
zu)X9wNmD!D>QOtdaNm~l7S?aiHtD~)J#I9YI#RoL7rCgH_U>6_@%Cs
zCA6!ZP!nw^2TRFHZOg*8jegCSl`FvLt(xYo+T<-|;}^*kVchCljW*vX0yC>@yPrm{
zU(%e|gk<4&hX&IdE7mSOX4($%Q5
zwg$BN&I2ZcEd_Ml<*UP1pDJCH52fA1cj
zNvlnD&&aF8uM|I3xtWvoB8z6+&xg3QYAwG3t0Y>%NSnvlt5`&D2)$`3bnDx3(=$q@
z6tIor5a}KpP(9t&S%!7=d|2jigS#tiy-(Ox^E|
zKN-lXwfG5bjVOR*&RqKB92!X@LmVbPo5!>j?DV-{zl8FK)kEq9dM_>)M$zBpZy25~
zwZ{514(!xh=;nDmo{lqZ(Ty`Ym!UAuz~8v`IFkxf8B;vr(^BG$OknjG6T4sCG1GRuF`X=xY7Jh;l^gO{CeWS#f0j0i2{rJBfuM+
z)=>NfDRp1_N%@5Wd6gRifQHD~#2f0HnW>kZG4hG@~k{Rfd>`vc4kr01~M7DvH@cbi;ft36ecqt(C+{+I~Mg6IXz!jH47F
zW{xaAZ+{E#<_NsOKWOZbaD((b1Nyk=8@uhh)c~JWwxz-b9it~Zd2T9>uZu-(r{kRV
zYbIjk5F8D
zZtU5xwnsW_Avpv+Ph75O8wY9^12mh6p
zPc)MZNhkNb!fJ5c`ZNPxk{o7u*G^9P?O=yG`Fn+Y0nJN=dO9m3Ic$;9TbY%y>~C3?
z#|+va0$f>SWuc7)ny5r;eHtcs%~V#AgKp&IvnT2v@JQz+10l(_813g;Z}wS5R52H`>H(ei23v}cj(%!h
zZqyqyWa?!*XDeppr_WbqAVr#iTO%-aZzh>wO_W8GT!?bWnUmx8)x?j>poF?`bx~*u
z882{&t&>+6<(}bok;5*2qIVqUred;Akgh^3Li!X+q7pC?Dc-6r?WI%M`
zg~n!blO&`FY0I(Xzt!wh+UB0rx?2j1D@5P?MD@jw%q&wD1WPz$oB8}wd-gky##T~t
zpT=kYi{zzugtl)-v9!PyaI|sRvpB}3eA}<%fX@mOaKW_wG8nhR;OU@Ne{E=_<^mRP6D1z`Q#(NWup
zXc-fq&+iw2(<|?%a_pE^*^9bZFdkw6PY~M(s9zd2YBI@teryR+VVg4MgHc;o1c*eYc93l
zvQKt1cT^A9>GE&^!w=MIcN8@g+=o+MKXdrIn
zQWNljH=|$Bn+S`Jc@rKy4&g8_y``!!=DspLQ9b#xdeTz_z!S0i>QWFXIi2QbJ_0K`
z3u0j5P0v*s(sV9bBUE-3SD%i~VTbAzR)4$l1{2M#$kqVKv^YM{k!|Pz8no*yx1SUd
zD0rWp+oM^rB->2+koHGSe1I5=V8nM!&U@2iaJ%otzLPWTO)xeKuk_bna?^gXMZYP0
z)Hc92uWa&2QVai}i5Q;d!PPpq)ziQ?WoL)(-jX8p(>mcC#H{#S)mPXOH;oC}e-iw17*4J)4e7L;^u%6nT
z!~)@g8wMYVVr?u&9DujKW{zZ;hJ_P_b3ETWlQ_I7)ktlg%c#_5p-koAx
zZCMrbjGDJWiRg|BoX+7XWI5zK#wzLlO2Z{|1?591s=-82o3}K2Sfvs$9sGz{h7@-A
zqz}9k?RIQ%zNuK%$E`@n55MJmF}T$WX!VbDJNILZ%aEVYSh3&rpOG%4O5
zTN^s)xMUt{t#9!W$mP|nzoCr(0seMcs1ussrdtUrq
zV&>n={;%=;RoVj~C(AgeqsKpP7rtm-Em*u%4NR
zc{v+-?&Q6hL`d5!Q;+tI^_J9<0`xyojTz2H{WKnDxNGS5$O?ljg^FM0t69cB!|O_l
znYeg4ew)eAtrwE@*}=T^L3?yjn^@m3wlx15rP>w{OcDultkAdWs<`PCxgyGwF!inG
z(#Z%(MQPm}`LFw$vVkG1yaAQoCj-GT-Y=xvDb3Y{)9d}&2e;Zjf9*20EmhzUN(6%lGcOwd>ld@
zJPQ4fay_UjB95-s^DI3HH0$zWry27MO-J;fmTJ@oj=
zijS*f6N*}F$S~w-M;4>sLw;0;goIXEtcixgD+zBKM7UCyr)Z}AZjJ~
zu0+OpdGAX;+k(@nlG6d>rrUzpP2_YYobA4JGD>!_kXmr;OQDh6lO>pQ`hE@^giRdKhi$zE;
ze;|&fTZgm88L}j8U)ikC^jvWZ?lP#nHCB(^BLE&%FgRnt+uxgdYgTNWZZW)9e>R{V
zf;`U9(t8_KQB&cqeC#Y=9X>YRC)F#Tox4_+SmC0|H{3KmO|6ou2Rl?x!O}S4K4~Z#
zye#Z&x~ZB(8DV!K87SetF+$;&PfE^Zc2bR(R}BIHYj;W6x|@l66bt+=Cvw(MtEeQ_
zz_rl(VQFhz7z*p73H(jyRvWt|qTndXf3p(vjz~^~8}V!P2Gzx?RSj3o2<^SFhUMD}
zaV&`p`1#?FDbD+QbR(DBnCwY{vSM6L>JGEmG02xfLCE~xbWpuw>uqZOD6al`-X
zVE#ox@KPgc9JhYZxW1LUfQAo)6YI-vMMs8nztW@Gw`;)Dze4xCj}#qq-C~A>JKN7w
zxw#gIqhnRU^?wXK$^B}Ge!pp&#qA@b(;QWt0!GilvV?T9-R~%USK&^38@tv1(*5SU
z_Lr{JLB1wrGBoAfQ4+1col;#^5~p8FcbG%mhU)F(mtEXnoAgVt)Bi+e|N4iUZ>e1;
zNbx5|??Mc#V?5L*>to%Tjh;QzWy)xiy&`e0_jf=mQ^tfd1Px{qy=)Vl98RWRV#g2B
zE=`c+BBc1R^-ERh@==Q`v-^`HD{hwRjQA$8P6NL^90QT3Ecf*|;nx*gOLLM_WJP%6
z8wgd*p^1yK58vJJ-OZC<#~&GF60EQ&18ulneWm7)>(P$ukuK`|`B9UpB*3V0XOMZm
zfLrznl6BuLhEH02x*{)`RXJqJ+vu~Ji!H(UWAlxmf-R?^A^R#ICvzmF9Sonx!g2BTmPgaM3-h3
z7iVBq+v#Z>IN`JPr4a9k#p!dM-TenB$|cF8^2p8S@X!5nAV&0lnD<-y^uK7bxNoIR
zgo*knj1AYFL1@{U+c<=rOoigxAxrM
z|H#kV#YJrvgoj=Hf~1YmV^jmhwae+mgYz7*2BHxX7Vu~0x{^7`o5%&>)dt=A6ZpHK
zW*Rbtk4IAKNqq1SXsVBb%$rYzC-xbl;io*-B$m3FQfo>3$+Gyc7rh`Kawe}UDB3dC
zP-f7?<3Xl;?m$PQ$2bf0#_k&Co5V_v01GroB*^V!zIhf96gL*FjQe9|W31*$tR6)k
zNx+$XoiH`^60KgO=N#zzE!rYeJIBj>W2S@}FW|pCUwMUJnKN4D`TLpPZPUxfm@XVG
zB9dpp(9b;))6_Kc(PbLKNrPM--QX!=VlZ}5&9o43fyvYW<|;i
zdTx~`ul+M%ewg(KZrdUSVnQyIZ$?@#3I!j(?JEB$g3x;Q7JpeR*Y0uiizD|P=zaY+
zoSdd#JUcFnZGeGa0lt+YE_LMC@v_m+uXw)}8Q#C4!lCoIaQxLXP=}J!a=GYRueyUTqE>-vGVJyQZX
z$s+bw;nIM2_r~;;AG#kM@%iqN_iZN7LR|W6dg#nS+tZdv6Th;P15B#aTth_59p(`j
z_j>kv|H4b3)h~~I06T3$(eo2>V%;Wp@E;~TEKExHnxh|HxLeSAMu
z+t&1ls#MNUC&Z{6PMU6N+S!1%hA6Tpjs!-(o{d^^jPzO(5Yr$N-gH*=x|BdD2NK%s
zsCNvXygL_V_!ae9ix1}n@^xry9(sy@&SeQm1Kzp)T_Xi6DIdBtR$)uKR0zLSSb<@B
zL%*%Ze`yt-TDn1rlJEMGpD=YO-24DeF@3Q2$9S;ql!niuB
z#YlLh@{d;Y`+MLsm1*rIigeit0`1LBMNG|8$Arsnu50JM;ZOUEqyGQkkOl-DBgQX0
zRO0Jt{w#`W6F6a?<%{$Nu!fK%u8-~&gOb(#&Y$^2ZQ8?ZTC8E=-C=q(j%BS?PNHxrdltHkdG(9YO_`NrCVH;-g`ItRqFcvPk@1s0>Fwm`6`vQ+7;@0yg5@2#-U(_3f%5PtSWIjKxKbvG*
zDSK4QEQUzUmeUNT7OA3(
z9sELQ{bq9wamiE=AH`pnsfX&$XSU|%z@Se1NmAW+R;1;DdX2elIQUX1^%VujtO}oJ*$73linTo=
ztj3JA?Pn(SCS5hIy*6AhMrmQH-vJnJ+adoRCa%vupaw9{M8wj23)t{ei=*K2YLD={SrHLX)t>jU@v=T=P_rk()2Z&
zgLEX@N0@^r7t#(A6Qc`KDBo=d?s9+pq@Ko;>l`>jp#^nkybQYGR-+`_Yd@Xnp8|sR
zNnK8f%>N2A{0HZic=LSqWo*W{r8K{gB~l{7{%
z!cwN42Hhr18MY
z{fr?0>(h5bCA2@jz#KcNHBeex4Wj`i8VLQ{YP=80^I@Lm9BjE5WAkb;tF5+mSg<0Z
zk3#a0BA_^@196kKUoS4_lVi~H`^aycsjL58m`r1?&px13+%P-2Fj=nGQ(AXeh2*}C
z?UMqP-itEo$BrK1t#xhK#urdU^8;^K3I1u5Uo)PFE-1Ou+NVLR2grfG#{xpg-2Mb3
z6W2Sm|KJ-U!IY>HsLgf%LQ3uxp0_YMBJ0xJly6@~!h6XFqeBhOx)db+;j6fD~Ag
zM@;XCqlm54SNr7K{K>ZM~k
zD{69GEX&-Pb>26
zmlYYds`WXiNk&fk@Q3{`31;O*)%-6bz1Jq6kt)i8o)9!+Zrk_A&y$z6BimZ|;V=2h
zFZY4egtfV^!gT68MrDTMOg!Z&pgQDAx#DJ*7@<8_>yxQk;)8zwdiPjn`Exk1$oK-Cd
z1r;Ot6GUsm&Wib1iaY;H5kxotAd^;!mHLg1*YO}57Cuk(f};?|8L1Io67GeiCfclb
zL*vU;)F8g8)tkP1ROtiAB*DEUP{#Kt6k0HvsP(bL1)Hei^>aLBBR*JsBy@{q%yQ`j
z8dUn^ZwoFaG_+`SATEZUc*WL;zZ04IKUi6hKwP0kaqWDF$E2?`*?WOpS*3lFZXW_#
z$8=CaDbkd?_dF)O(Urq4ZM^7LN!a$tqTJiO0nvA}@en-;4(UM2E=dTlwHWyu5cN2N
zot)CC+lSB@G?V=2mNPD~zXTfk0^kabi_`!to^1ZtDhe`|KRZamDndB_VQN)T4tTDdpI`fQ2LOnE?!?LY=uifzHrBU
z?r9tXr1bACRmysZ;}~=lqCq4`y)+23I0c6xvxaAL*BF|8ws2gKqc;OK1bL0Y@G*E
z%fDYMvRpSW(^Ym|w%k1YoKc#6bZ;
zr5veV2{Ft94D_FlK1+>EcJXN=&!+84nLAOcB(e0?CQoeV
zUeHWHORUtsXb$8d5n;u^X}?x^PD~eLVs_HR6TA3K6jT3pvP|06Y@In>a+cn~Th-N1
zWZuYcQ+EDw$Gh2J_Bz>eX0F<1HxH?^1vDm-o1Pq0KDb4OIFzS`Yll+qTZ9*g9}xGT
zcrd3f`3$E;3{obA)N);aWsshyjo|qrMlZCmg*rolXsQL|56i_gS|=C!_MDEcfyaV^
zZjz8Js6n}-5+bGLB^u^`V;oNEH2+Ud1#IW1O(5O%l`^iw+8TxRd;zA8`m)IOR@L}nz!
zEf3^CtfZ(I3_N=}&5<(OcdQzUo2|(NPpg4|&}*@bknSm*Y!j(oobdJBkmKhYolx`7
zaS-OnXr(7l7J4`pfRETwjSe3#2TwD_nRqC6j(Ih8#+JY_y*IXNE(t|iQmIO7!;-q@
ztp+PGXTTQMIE+=5l7o`y-6&l{CLukws7`?l*@z(%vT5^rMH)0^TkPt~uDbG%+_I5{
zGiQK2cr=aX9$ihU^!E4ZavKbdz6J{Y3Rjn&D*!$;+v%3O5z)V7R?@ehFj(qj_Hfzf
zZ%)P+|40?GP6gOt5slS4=EqU`-`)|huNZ}#y-!>PZl_MN=hi!UC@2V42`>s~7ZZ)Z
zZ~7;=1;O0aT~kX`$-_=Lu%ue0oorCet&h5!GNQ@b>_K7o!5z4w>n3w@_Yl3#DQfvs
zcTO8FKYMki^_fDtS-6P%^_`Ze{3|`6E-j<<-Dx_Xp<(-Im`Ygbd9zQ&!ndN+AH2rH
z>i77|BrUB+L}we3LdZ_(`EeH{&cD1~s&jm`iQ>q6smvo%h3>4Uc_$C!(aQ{;R%8AZ
zs(7m0_ThO&8CK=emmCvpK5H;W8rGVzRK~HS^wRWnH$-1&viK!)pLe377A&*Tl-pg_
z=Ee5oitL$cC@}eUSm4u(dD}xm!kxU+X6Ki(j$@2mI%LiBvf{c=>9@S^;0ps4Iake1
zyAZt9lT}vQvt%?4iUFoU5;iw=2oG8D0npmm`!LcAyo=P6p-%WJj67uiM#|1H>G7zT
zggeHl+^fgG;C_)=J!>EJ`7qDvZ-5lWB#a2>WC$_J59+i(5R{fDGhU125M%2u{JB!iha6Q2S
zfVrpPOa;PVsl~1!$MgekKd$?Pn}``=5jonpgXs`S;>MLve5hlr_*2TiyH=G1q5K*SS@n@AhZH}Rv$e4GGL;YS^#ih*%KfxW2
zaOTJTlK1u9Dl5n(TCFD>8U1w)d}L0Tn|N`dUu3tJ)-N|{$Y=|HiJ#SbZ~@&Q#5@%-
z%*g4Oi3keINZvpxEnZ!)g(pc%I`|chRfNRyF8S*}+NfXA$Vp8WH5CwfTs3=Nz;)N*
z-o1NooJOG1OItOYu}eZbypuKCRgxCMclpZTOM}ex?1{Lg&2A|XMAN##B$|Q!L9T3@
z;p0lRYt_E^)rlF%#7j;#eW~YPh7P%paugL=$z=EXu{jwFJc^dG?f-+PWGRK
zO^-pE+K1zc1ZofMplK%KN&${nZd!wzl3fLi>MF91ttVO0k@H6JqA2oF_R}OhByJGQ
zaprQGTg7-BSYw2X3&{9VCMs%OL@uL+ie$yDKB!A7hSKvov$DyuRp=qe-}H>{&)2^J
zz1d4Jb>s~cp4st?v`^8S(h@GFG3%PIqT;JdB~52qU9Is!5gA4ssI#l3wt-&huf#=plkAWWvtreji;ayhSiQKr5|o;O`Z4ZAK&0oc)z_P
zsUQgHS_wm?J}BpkI!N77^4`qAr&PGG^gbSLIM=&`b?2pp3QbLxd9+KJAX&@)^kc+)M=}`!&RT>uyoyZFGG+T5UQi9u<@aQ|~s2
zKF{U&wNx8V^|9S)-pJMRT3?mJM%n1j*G7*)Z>PtVhwPSp1zZ%CtCw~J@UskdTNaaQ
z2-f$6h*Cgl5_agwN+T4p)5=V9!&Rw5-!88;iQ7~IFsR;m48QfJkPGHOChj?H2n4r=
zA|pF*_^y@0KMzmpgs+V8Gq4KIY=SzwS2-}>!o1jftDC~EEVEG*?@tWh4i^;G86b2~
zo?S7FV?rWL0&_9L=E45!m|O-SHwMcwtgQI??i;vO#-UUqpPGN9G_Lby7)dw$(9sor
za62|RY1`V~5tgHdR=WTdJi-(yAuVW}Z0gV}<$ip7-ZRG-_t|{=^n_0#(^6sets?Wc
zD5xKF7(VFK{xqQ8s{5YFQHBp`CicZ|o#;v$woqX!d!iA3o0S#scnzz<2JS4yPVodp
zjGdvg)7*>sGbg($jn9r{*;n6KuZDiU(FTS2h(-)Uah^-t0*r(LCOFZ|DjCM@
zc%8@|cV9%;XLA07Tsb}W4N^2($mC_>xUzROOX~se!a*T_H@yBpw|3=buqj|r^AoMK
ztL{b$S>KHe#HmkMO40RM!_?coiE_9Jx}z&1*Q0J9PN-sEt%kRq%bciEsqG;#LAjak?xbcJHzuIT4`)!hx|mxE~33O
z#CO)dRC0P$^9L1OKwr%vGRQeHJBKe7*83wCi<^k)yF(c?R?7u;cm0EnoyjAmt9)av
zHIXv8c6>Dw#&;s28MDRTF+{}Xc?O)(lP^aY#Mu-;$Gxt0~F51y?X7=F+B5jcMVa`
z#9PMPM<#r~;>j1};%w!_hHErTyi_FL|IB<=?CQr%eP`w4I?)z7&wi+tR5;*6MN;=&
z$Ms}_C{pcx#GFKH%Q{++{^$c=X>*h(ujoj{>a?0|361ndO$|u9q9;lr+1ri8k1nNz
zlZJ>LS#V_~ZP#-8#Uq)G_oxF*wcK`tU3bpLUhc$MN?gM_j*LQxdV^O}tyNd|V4oFPB)?p}|p(UF&GJu8>KOrSUOV2CAig;r*B1x4r7$Awr15nxEsW!AduxMoK;YxCSF93<
z5oo=Xp~u@QNJ`x>NTai7FD)VMSmSMD5U*VN_QFvtW3}{}MPX%koh?Z(n0y78;d4%?lB?oAW!Kyix6lu3y_ojlR;k4oiC^co{0Epd)s@#qmkq~6A(IWG
zL3iZk<%#H^`stS>j}Gsgwainuvds?HUeVzD0N=tSWwhBz_XTly43aljp)rH0!bEJR
z3s2}Vi)EuifdooJDCKlu)he@#mWRBFuPQdee>J6gzwEBU)1`Z8CC*T$NK;M_;=mAO
zmAJK~;}n>A{&tfga6hNhc}g^9A8O80)g(mtEQJfak;0U52ylom40~nOu?*Un^yksWlvBCR&a1bg0ynA+M3*WmYy9fbp!{@pYf{M{kFH
z!aFn?BX+dxbjH)7%eZ2-PTA-mzx6WUM=br#v_-0@j|bXcgw$454jJ?7;nJIC)LT8I
zH(Vc&TW`ucYb@Oo{~q9I=0S#a4+soQooA;B>c3Z_zXPWr76=MzV_-{De&#DEq;q>
zb6XtcEp8+Q44b21gZ8PnrD_1LmeVAMo-RH2=ZYqc9N#m+EA{riGTVK3C!9tqs}bGx
zt0|@YD1#>m>0Ap7ZBYlX~hj(Ms1be_IZd;4=y+$!&z6&m}3y6_vJH&$lM`$kApt(^nbGehW3~*ML2(kHhv9Vn*x!K
zKrwvj-SBiUDb8kFR+?zNKJ1c_VVb|DtaT%MI5g1Wc5ZI&OVyGlar{olV_|Ft&GgGd
z?vXPd-d((Veje@blcrx^XzO48VozzSU!jYXk<2fvK{|Kv!-fPZPjFYj&@-$0#ka*I
zm!s<++{*TJp}Vo$jAvHR63#nY)xyhlQ`5!Af2L0)$!-EB>ES4~JuGL7t{S#WdXVif
zR7pS^@SJ2=WGJ9qxfh$)`96xX~}8_V9BO#Ht!}bBGnNYqOp2It_GrSd;wXh-~b59Q?k3j*mLIJH-i$LYpGt^hep;EiSvv
zjz*Cub|z&V8whV|h@*z)AlBmvt~P!4QFNqR+eWtSkjI1&TFbD)=JXh8p^cH?EOG^k
zld#w`6nHWu?aZ23S@LdDRbS)%VOHgUs1=V7Mp}wHy
zQe=RwLsoBE&8<8OEtagSU(?S9o}v9m5VR&6&>ak`ybjt+3dpaER3*P3KM5W$^xlFA
zRdI&Hj46sJ`7ikyzjEc={C3P$W?91n#GkV56=i$W3|JvjkPx=LKc{GqY7&Nb7+eh&
z#bKgC=O$SRRu?IZmL9x>#7AGg
zy|wAH%8LiIk`<#+SHBMrPVJDDbSqLK#72s|1ujr$>t)9YA03&C_<_A$GuiXC^={5Nn3{3a`I$q&AN()_Vw
z2s64fFJJYzgG1B(AYG`UQR$qOHDA-J$iCR$>GYw@3W@&*?%_WXqFLTGP&?ZSI2RMo
zz60cCJ>^48YTn)1Qa}>=-T4k4ex*D0GDH0(b1@rJIh^Ev@8|ZVHugF(UEf}ZG)O%Lz)N#P~+50&;0eRm12g2ik
z-m{)_d2QyO1AIiio&Y3?L2P2v<}Iw6OZ{^NS9D6?PXSt|7AmyjfE^Za>iP=Tqn?L(
zOlsK&1nQgmpQagiQLIEqrM!je8N|`@IKGZGJ8}59L7L^QlJ4mrSkC`qFr5cC=aG;(
zy6DNpgjf@G`8!WZWIGQdz&S7p;wauvIr~deu>LnX!WGOqY9g=tJv|;Q0R|X92#4MFE1-4R?JYBggD|
zcb<<&Y{B=1Fk|2CFF}>3&TIa1P%c7Jz_DTH3s8q~p|ONcke;{CFpUWJhE(MiVOqn7
zj82<&Cf}VNv-^M&`s<2;DTqbyP8
z&x`AhUoR?%UqAeFbp6c@AD1-&*+^CXT~(1+`#V+KxYA_jU<&>JSi9=DDzmLEjUb_v
zf`lktf^?(O-QC?OT}K3@kxnV;?oI{i?(XhxzV|rJ+&k(xbI0#Leus13cki{=dRFYc
zo_!>Hr+&ZR$h57yt)A_1Zti_>%HNWs_zbiIqvU$iPw{U;kUxd}2$Fy?x#4wC)juyy
zj9D?4bwvZ?^n=yg|-$BSt
zb{nW@3XP#7{@f9NZ*d691eH$v9*_IY2g{9m)I4h~vcED~#;9tv7Lqgv!EMQ!;!@bI
zDwy6ZJK+b7&A3))vx28kx6|?VBBnufwem00!+_rt
zqsDFNk;Y`l2N^&GB>vinu?c@to$uxLx1WGmZv)0oLhW%IJpjCq6H1QwFCFk7ls*#Y
zkce2+53A%x%D8B*1b77!FQL(yN$cbMqJD9-+&l;}m`tnv$8TP%#PQxGkT3^Qwslbh
z$X_WdGBNZnJxTDtI!bi#C}HC9{2uq}
zKq5S(e^83{s~nf4ToBDj?KCTd#KEG#C{5_b|5Y{ezn3&45*X#ty!BI12w2e
z)x^7K03AA5X+VHSj{$(rGve;Xzak3yuN9M61eOQg0g@_#`!V3ydIbv7ei=Ihfk%dE
z4>yYtZ~@r1Z%y~BEXzR81~fWT28;j`hz<*oW#`PTCXzp!*MCd?AL(o_Dlkg=H_0sU
zVP$|UQ{&b9epQJKYyc&~jvu`ZANGcuSMcQ{_h^3qM&w@)tg;v6BBFy=B
zRorjR`lFJX0_!itR-gQ<%-vts8s-r&Wu6a>gujX(VD;xV1aC}_pJCws8v%YdQFvgY
z2!u$Oze=$D<-tPA00i}S=db?1Oq2&6m?)}Y!M{?*Z?#Hd901%fTUTEGZ$R
zpx3|_d?G==#@#>L?!Q}+#1a^CAvX3uzz>^WV^KH-Qel-CYDo}-l}9kyQ}DN;Qbu!2wa!i^eZ<7AvDftA4N&`u9-!AWRLaY!
zYsn^g?%l#1V_c
zlKzXE`qReD&$zNI+a(J(CvmpHuz#alfYXPB13UfSP(^|qQkEAftFBd!+|uVib=dDz
ziogwIoqu1Bh1o&O7njr~xIX^f&)2qr?TwGy_QKLbs=Mevw`_d3
z9@vmyA?C*uip6L4Q?5v{7s-k5DLsFTBhWybJTql?EHZ0Oe&@cR`;D5&tJFt
zM+k5yc@Sw?qy8LU>41akG-`Kk68X^qH_
zL4ogR0`D)#gzu7SJIUM6({`xnCXa(0F%HcnE`eb4i*&2-l`B9i-wGP6(HJGmQH41pf%wkq^?w{k=#;ssM8K#d%^k
zUAed40aW}(DV6U3r4}ci!Gt^qUM6&AvVx2o(ew0gD%uidU~D&ChY|ZSW+D06xIwJX
ze0B8X`tGvLNFn+^HD?t_;7#T?D>IT4`oeAcGHv>@f4h2=67MQ2Ym_L4r;=+RF{vOR
zb%~yuZzAeq#*gm7iR$$
zPCkLU^|K!V%+|_4#3z+$UTQW|_Yw|JT{O6jdS|3mPcq!byeAu{5AG~
z6@wcM$Xj|p&5C^u!0B@uSW2BA<&@EcF>D(BObH|cAuBmUvCsN51n_>kfPm=VO3XG?
ze^ohBLy(F(F~wQ~%uix|pb*ohFXeJ^*zH(nZA>;Ef5eUZmrM8sbVzBzxgljz({Fxj
zi5QHgMP4}-JaX7S`zaD7pk9rN`VWDLf5Si_k=ZznV=D!>t2oe*lV%7hCB!7vKU;*iZPp?HkQHuKVw8TlEPC;7k@ArGm@qMxY
zTzyjM`!G&fcyD`Iy%ytdjC~KNwi@rY{A({3NMEK&Yu=(Bmv{rnFM{J|gG
zmf+fNoI|nEZ@@<2%{?<+x#J(YAo0^Sfpwzbjp8g7-kOb9QgACJ1;5oVNI1fBDBF{_{s~FR(Q9B^hV`y~
z8lZnG6bQXcG%aB_>kLzbLT4d;_Xgoh@{X;NsQV>Z`jrLaet-bpdM!7Vq$QMH)JUbf
zqu%=Ed5Lm>t{M^1{ZnoH@gRZ|+zH{%SRQrD8v~$Z
zaG1L)O?vBBv^KF98W3xVzXA$aEzw^C!KP<0jPZZe`JavKPi812#{JF%AWC)zTR`G_
zz#InAdgp#+;eN!5scLI6Pxk17I(wPSXPGEIndZwenr90r{JP;y&9rFJK@_+g=Q+$!-IXDh+d-3eo9Pv68u;R71MZdiL
z|Hpdv!FuUzMI{C3O;`$GJWElpXn!6E{tZCGPymB$OlxTZtMLC55P4w&qfFxM`m!RP
z;Jv>`I*r)>z(#%oRtx|JXFzCuNmYEo#~hNylWzUWBSBIaz$j&&Q2@s&;lt9wvW&Kq
z{3TiP5(2V(_oSWfi>m*>ILO`_0MzO8>x;nyix8O`Zo&>++Cdo=z2iA
zu@xA63?Kn0in%pL_A9c4fJAx(O#KCE%$LX`MmRCKQf#y4+vNlb;mcjISSjk)=KhXz
zXHmyz`m`?NE413@E14^Xd(E9|eOa=+Hmidyti(Zq@lyHnzVB;?-(F8_-H)%f=~_W=
zK{dDs0{4x6#;;4*Qvs9FZ*$0XjHVY_z+khcTQ7I|0PSTA1`XiTbT;dgL`vmmQ;7$R
zD>_J9YLN;d4_#QS`J9i2Kn07X%d9$bSdny^E0HyvWH~
zpQ6Z$VNJkcAhEhT+818}B0^UvGB2Q-YkT-zL9CUZfJ|ri)5nv~#WyGU_Sa)K!m0wS
z6f2rz)Y$6!wMfY~$6UU^A?f?dW~HJf0$1jB0o>NNJLB1yTnEila?#r3r
zUZKC|ez9T$5FLE#zPg|nN)&t)6)wfAF1KD}Wm3gkKMM3nNHuE=n}k_29DhLCdT(4y
zbGb4G?(ACdTzMY=aKt^+1IW8t=D=-be0Aq)l+`8|{#U>yAxteb_v+7@CHJ;RnX;S9
zyWHdF{X2*5QtQKNQ|TSe6KGuqSY$#D+&Iz&T1&+!4Ij}Zl;BfS(m
zEwF4eyum?2gY~z}-@OHp>gn5WUADrpJ~POxJe+a9dR0r}wvx+4=%DiKa0kpgFkkL=
zDSWt5uUfmp0Nmb+8g;%F))F-w*F`EJz!LwS{9!0N_-ZYC+fQhFC)PLU;4_AsMHk{)
zJ5b1h)T-4CDKa15S3Q~xea@yI?6A*1!iV#dY@lmUgh(O@|Hg8G+9d!=hgRf-U{I>!
z?vO%}aQ?=OxGmw?fdlch8h%F${fO871kFfBeDRa7PJgorR&3bRwK7%zY6`XEHqU-9LG)0P@fV*+fZ<&Xc
zrLEiVcUuULe4jslq>>Cd4M!BCp!u~V`OR4Vh-tao;AJpb3?yl_fGmU}TtosAJX25z
z1`w3!NK-uhvyn)!Lo%sw(2KFI_eLF$4f3fUw%$0=9giDk+ix~H;asVRfq$%p3h>M;
z?g72fHAV29r@%gq7ZKAqHn_7a&gM`Pd^VSljbB=961CFBZWE`J`V45y9b#>9pU2$g
zB;CGL7BkLV2p|A;ChKCrSCU~Nze-$blon5FV7Cu84RHhmb?7W
zf>@t~RNG8|0dv+35+Iy=Mr&}<1+aVZhf}rfx~V9I6poOT3)2jg$%UpyC{+#9!lIYE
zpYT|&^sN8Q{$(PtRmeh`pyC$>NVb_$LbB7Z-1g71<4&xA!K=I3u2{S*-gx+_Xe-h$
zy!us8cvap*>$+GpaKDH+iMTHeBIY8;$mQ9=LYQ{Y+e+(|7N9pY?8MR!<#Ka?jMn_R
z222Q0ZZbw!1zZ9!oClt^C-p9vqCpaF2kqo~V+QC=+4iiPgjJpSFgOze^cT?Nv#{B0
zqG#vU@s$`IUAYyOn+*`>YsVV*hAi891UQXUEg~_kNpIYT@>OoQNUS)}Kl&?u`Jy=V
zK@CXq>UUGrPQ^<@?UW2tPp6_+cw^b?^mh+KgPL)fkn%5GRX&TwYfs?9wt!oteSLT8
z^Ce98>1G7Y>}})%VyTcg&sV@rfO*8lq6x3GjyKJ*N@YLP-B|W4^rY2=Rml?vNcYHv!ddx3v~Wh3jo>4qFig`
zl2Ch
z%TG7x@0Gc6UCGp34R7p?2zyaYZ@v;DsGRF-cDu3`0ca(R@Hiav)J(a?9uy38TORCY
zXO*JVuGTPLm`BPRQyk;+BKvZ93v`DvudH*zYp&$Vl
zOSQ_jgMl9Ksoc;oM)i;ao_CU85?dCorMS?XhvwnA61>u>+d{a`TSL%`IwT_lj
zEcoaHeH!-(UUo~cwzx{NG^I+#(`iR-5tY+Ou9o7**RmTA+eV+cI%%m`oH3LJQiVgH
zTpx7jBs~GBX)14gMm18V6+aKArvzKaqCcpb%k!RpU3`NYH0dVpeAe9AE+G#%&xekS
zg|v$mq3dW>+I}wqjTgA58~sy_5A$yT03w1m!pW?fOpN28MnSU~`N2g;=^nuIo?COf
zb$&0uaG165z|4teTITFL3e61{AOuu>GJ~5lzFl|Z#k~GTUC#BUAS)OBJqF9~c$G@l
zTSWiy9>zC#C$S3ok-9!(nCN;h&TpQ{jk$Vw9yXeI+-L$K6Oj%-5HbJ0n&KtFKvY&4
z_##1|&rNbDPao`g;<)`52ilRCeCEozP)DZrG;-}A1a5_}L4*m@MmiiUH?JhP#4zlz
zUD`{eU@)~h_Or9a5SD|PR+dx|)EvyMYM5=G`(Muvoc3(s^X-G&q%>OP@Bmlx6>a}I
zMwPe^8A|NmQ5Ed7z|}o2ABbzc(jCx2eJQN8`Z;00TEMJG#(Ja5>SXjLxN#^ZbSF^7
zv2ko@Tu3*)sFlah_pWwYr&6Yj*1az^Y4m#TbM@8vAVKJFR)rgcC<1ik)v&HN$7Qo0
zwl2)iHuA4L3>9C&yLfm%Qq{@0JE_eZP5$z#CQjQ1>>gyGffgZccIJ7{Q4_yhD=&J0
zIjLgn+}J9REW8`AUq2u$)kD$;_;U2OC_V(HwVDErKgli^O9*5p#)hyEJ05!6c0%7k
z`G1K41dArXiQj!_P=H3?_cB_m^=QlvjjF>CTOjd*JX4c$tS~9Cv!!j<)b5C*bg;~Td11!#Ljj~teFAQatC-z4P6qgE
zti4`cbbVZ?-l^+gNkeDliaj^%e#$thQyh2YIY?IS8HQy1(VKUlF1oLH6337
z=$ljwgu5!=OZhz357wP_SnUbyAT5}fzTgLN{~0i0ZD7JHozZA7XoTu3`+%NdMy0Y&
z*EOBUys3Hj7v3_Dg%M~~E=P*9O2hjDfrAENqJ`j0_7tY*CY<_u^yRm?KYB*Pn?3v$
z6~&#dGXF)$F0aWzjX+nOPQF20HtID%Pm;(-;bc*uYABFG
z0K^^=_rP_Jm)J1hMAN>)8uJxF*3|YNMb8&E)kC@$U-%(0uE!ts0%R7S0b-M);|*{w
zNrtd#*E?5enb2kJb-b-?zPw4}+1-;a)`iU{)m0Dl9qDh;3?f%j4R$JEeS<6CiWId~
zTmxY4c?%{90Jk<*0IA1(M#2pp0NU|0jk-_QtH+8Lfa|ox{SJE{2MJTC1T&Hj^#Y7J
zqX5B_p(?n!NlBTE0Vq9vZB_D>2QvKmuK4gj=i{Jcj3{;osqWJJ%3~C(V;aMi@r~Ss
zgI-H~m*8S`@SdKKq{aeg?9!c$P(d`SQZ
zqay(haWU1yDF6;uhimz5l!=a3>x@i_6lWB)b6;T_KM-a&r>)@{rzv+HZeMG2(iU1@
zv9`R49!USZd{q`0Z#(AVqvFevE{tvy;W4a0VJ8_aPRytR@>sT251CoJt;|_J5UK3y
zX)sn)V1&RVV`hD2W)AdS8%*S>M%c+aTIW?p7*0?}C>doQdR)5+hj=fVs}AkF{&3pj
zKR8o^9M9TJ&LQWwoyi|Gc=1ICwaS|)ylq*z)QIY@A@(yppH1K0N2s!P7}Mo&PCV(5hX
zUhH2S6QM)2VcpCTRqhNbOPIR+{4SdRcWMi4rP;vPeBoHDP|=IwH8v==I}g#@P9pSN
z&Ui~J&Fc5Y1(wN|asdY>1R3s@CD@
zoF9OP;k0S3;lXyfjH1uKpV3iv!04iN`5Av`DYzYljZrz>Dfjbc)n`u2wjrh=R_Y0N
z{r8US@9j^o?YGD7hGX^X;zR;`2dCBz4XRr89zkyb=Km)X1+1kg({3mCul5lE%8bL9
zSnbFuw~%3`E#ST@04?55nAH&PFoXTiF_(@75D8hb(0GZmDdOUQne`@Zw!$rMfWQ$`
zsdZ(y?&|!rI0_e??f9!6@SQ!J-T=*?mXq7%!QQ(<$(^n&MdyQ~5li{?TFWWfNIhrs
zC(SR{m1Yy8td)?`A?$_~sv{ubLR&^IOg!hOqv{84c2Wz&u|`I4vLQ$eGA5VLr(9<>
z`CAfbDkyhkS7J7D4roNLt}hkGRlw|mW|giA?9MY&4p-D-2%?)M8+f#*QR*)fy2?dj
z^J%e{Q++Sk0a7)~j|EAJH^_Qy=KD;h;Cv%k+fA~!8QE$nFK@@=6XA$+^QpO)l|71%
z6N>SVkG+6iYRrvG_RSBAc_%O=H`g#rCqeBXe8HOD3P^zJ+OdZ1xT_@e&chOYCFMM?
zMZP=L+k2rES7~!YUK~K=z2{x8GOEG!G>g#zVhcb+?zRGS;OAk{Km|lM!eZ{v8xWx9
zr~=!z3C7h6%K#@bjVlJYNXC#Oc)qSQnMj6tblIA|&}7~H7RXW*@&}0QLhF{QG{b{<
zoVKv)*|)?494)tjDn@46G(a~OSbx2CXitBn*&D}Vopm%+b^u&|o*u|SReGE~UnA_*
z47e@niAS&2-Ih{sTF&&ZIMrO|Dp_$O@3`)ry$cUo44jNqcM=}wy?FJ$AP^3H>jGfx
z^CJ{Rz*2d&HZ#ATan3168{TkSBJ}4`=#cU?9!34Vu0BJTqK~t2XlFd-5i_+$gL7o
zdVK8qn4fj2%&NN|a+UMMZ6M@xZYCiz+(XtUfO}^ul!^>DMlAkt;kPz(XBvv=N)G+U
zXJXeWdkM9;Wj@{VL|zw>-+(9vb4y7vWeC)5?6!Tn9o}=W-2DY^0muOEtvdD>y*T#M
z9WTp$mDddSgx5dR!N^P)VDc*wP(4x{*#i9D@I7ea*rtF5s
zL*hlWLyz<8Vld48AK)ec*TaVr2L?qy(|eiTO(E+#lHwFJq?L=GgVjMj!TDgEbYe1W
z0KodPR=52RfCD%$QLt=AF0?w4CEtmfE>%7`ZFIzG>F=PF-eJ%=Fbu7_&qC&?W*y6-
z?U>r}0bq9@*O%7bdNq>oEdFFhQ1PkTb@JSdtMb(ag)DBHlO{l~=w_FcRl8pKNGmJG
zSnz!;TVPuEO~`$QV_M+GXIl{=*K4Vr!bSb3XH$K;0A~fzaVucPT`s@mT;-7qmA0KMlxe5*eSOxm8n(0O>wUlI!pVJ#mq0v6fe&W&JIq>gB4WVmm)RLw
z^kM)Q>`=xjq^-NlYLD4Sa~pW9v?KWOPxUts23}a>DI>%KLF{wPW^h4h9^9ICYNglw
z=V(506($6+-rBUy+Y_io_RRZkY-b$6^;9lX9oL;@q9}{AEsa(Hq-)shVc@D4*nz9K
z9B>q_VRD)5o`v47SKWLu3veA$x*i-PG#?r!jBKc&eGc*iXvpr~RLteA)?Wo4#bmF~
zej-#*i-|`FQUH&Ahj_d4d%*
zqK|XXE^OHa*VX*{L=j%2AvDlaHd|ct0AXuT(#X{H
z&1f~^E@>bm@~k-lDgnZyiZ`=j?;x9}l6I4tr)s$^(<|7Tr>1hD)9oKsI1xY!_P%ju
z8&Pw#W2@GWT|D0A>ap&b>hA3BzSOh6y}8XMQ)I(J6eFvPV{{e^vEoiHPGf@&iRyj}
zn&1`$Jol|X|H&N(PtXgp>Kw^e`GDcK(pML+{FcL=I`SSO4>STI53*9pmWT`?fNo1@D&r2ky6-y+r0StnCx^~z|x
zh@;RQ&WbFrTlToP-f4qRQhtA#MyKxtzgnF-)Etveh1uf)%X4=qSRVqo?$e3bnzHTzKqV_wtq<6ixfGEr@!3Q&Xx
z@2nYcj8Ol$@SOs*v#q7!WsBqi+9E!UEtN8aLcE*@QpK`hb?m
z13w(A2Hc&g%GBGKy@^T>#))$JO(`oN9&14y^~AICaE#wPKOzrD=h*Gm)nyL!nj1g`$`aJN=iCJob<
zFW(?G5-dxl&N~>cpWgNAimB~-O?J4|@70dgC5osg%1BlL!3JMFU24_Fo+X*~wA4r;
z6mq79?qbx6&H3z7Q2KJSO*>1rE=sRX(c-q6<0DG3y`!0p;2Nva#pch#+M75XpP@1rM{nJ)5c(RYfVLok
z0W+swta+Y(a|93la65OgcYa+(7i4IEf+3fEP^>fKj}b;qqo%Ub@A>SIlm63ao~?A=
zZL8Tu=gskr0vX$9q<5gdShk7WEeK>2Tccju?`+-u3gLMOpMPlJ?o|RoMXH{
zzIg57FIzsbzq)F$KArafm!;tICM}(@^*tx}61NlELMzSXfzR;R!}V-b>hz!EsH0^f
zRsGfI?7ReDrIL$cKMT{lg;w()-Mot^llqZ3~%?C^=dQKnM_ph#V$$glwC7HbwhZw;?gR7H`PD%%ohxA
z4*rqd34JO-l~#K-4s7d#$Q70Wu4k3xg>Yd@QVYwb879qH$>f`kT@pU-Fv;!DTS6QL
z*0ytFlam+8Y78d_E5T4_y90}euq#|kUSiWoS(!CSS9bcTNl}^}g|2u*C*sMmg>8z`
zlHo~Nz+@s)TA4%34fB;sCAw<$Wn^ac{oIqa1%53QCZ-(4Kz~&Oo%uf4kZqr6~DSN@^ecYv+MAZ6=neO;&D`9
z<-gEwG_lXTLm~i?k4KZ=8bri9wpo``Omc(1G+_<<`r+uorj`j9e@uiM#>%QZroY8~
zKtQvkkW>?PNxDtE3ffpwW4y}87N_SJ!Wn#1u!q(Q%QBbgbc;_e#jDmseYBZN>`1O0
z7Tx>ih{fWfu*(gyD|g?wjReu@?Gr^l5hSJDgyL|z6j0DTk3h|I!z*mKYelB;wx~<)
zRur@GI~9iF4n0vk{eI5PdDrth(WJaW_y|b1(^i^zt%pgp4Hsf`2Wxi-_K#_~-07cb
zu0)fyjg3VMMUaVC9$-94kjZ4oe#!1~8H~qOBW?oYV+S&?=qiAd)qXtIaaL$~L|5#A
zV{h*$6q4m2Mg)f;4AUZqtH~9VMqCj~j=^*k7B^9`y4T3T_9h%3PY|!2!U3T@nvLe{
zTsNgtu_z>R_u}=HtHw+%|MAXnj=OraFlLrY9=*4
zjvJ@+wl81$f{CBV-tzo4Ccb3=xk2H|h>YoV(xwYwAK7-nFA+9;R?1%}n@fQ^k;)IG
zdOJmve|nKXG~O&Be5BfAX!&WCtsEQ_Fm$#hQm3Xg|(Sf58b7q<@j*Ct!1H$x!bdm_Ni
zVzpFyn#k*S^J(g2Fo7TaYZAH%;S!a%ARlHpL-x6R
zXYlSyF#V}L0=cX!N+okrk$k>#EhDTcNxODpaD>BjX!{n;%ZM-lN
zH=eHS?VFf>pA>I{{-{Tj;ZP-P&o<{h;_C`xlXL({whRy98AsHus#8U@zgt&Hv|wh
zhi3yM;}v==q7Rt-NA)v5K@t{tuXqQ<63X&2y0v`j<1-IC&oqIFdFle%tqoTkj8HFo
zD3hr~C3@|Bl0N3G;INB0*
zyLS14x2OVa6ekUvYJPJ~M=79MR-g9tKpe4f|dHGEhqQkL0T}SQB7PCR!bh
z%Ven#bsar5pHsp^q~E<wpc1`&uCKo
zKIn9A3ZHrIggL{w^dW_AATS+ZH7
zC)B7GcLeeAR2Zu$tCseFXu8PksKUg`E{|WL{RLmfIdRm~Qk7HjGIT4hj
z?bGuD+rp4kQPzi(qFTP8LP9;JaW*m5sAW~p^C4b%-eRt;Y&5sA)8sK2-Jv`#=Zq4;h_t{Fgwm4luA`aYc+a)t=*HaUd3+NP*
zFZyU9*L?YA(Av?4%uJ2?5dId8yNS|u)%wZ8{{VB;h=*s1Ipv;
zNaJY|+ec@;)A95r>P+O)q-;Z^%5R7R9tcs!lyQ7GqPPjh<%64ptYc|JDhVhYf@=|r
zPnlY*!=Ek>jm>|l*RRuN(9(oKue*)U=YeAo^qIP(=S(}^1QpSi_R_XtW?a?3uGmkt
zn79M(kp=}mC{f#nx^90i+bJ%5H>xSuWYJa#t7a#smcT{)xE%-~E)dnuzSXzD;C4X91
zP`7PWo`Sf7`^^^4h{c3*oh1_zHmw@^BzHMobseB=7D|=6`DV7AD~S5y_nZn;sRLpe
zBiU<1{IVWSm-`{#rup~@@AS%L(cEh+W@|>DdbX@Nmol_1FMj9lYcv5ECXMPMjL%G)
ztj|3?;jA5eI3{aEo8-!`r<9ot_u?|E6loI>u_$;tn6^Xim?h>$wJ{-fsg#7ol$oS=
z^*eDn?Te3BI7X|zXTYI6{fNI&HZYFsogv+GjZK1i*wozI9HWP8rOwb@-;Y+xYaewp
z9I!E|cU826`dZ{PRK^0T42|ssGjCi3$~$PG?CwZ3(;Mzv9hlwAc*7GU7`bDv5_A<1
z6FyXjO|B6mJM1EPd1jNgn4NK*T|r%)7j~yS3RWv!=0}=-=qqkPoHcHr*UN^+-HBU4
zp$CP=`5&b+U)@<{`cm*2O>-|cwMDFb{a?cV`e%bA^eD`-XLea{NacXRw7=ltQ3qDG
zm+Ox0t-=xDBQjMlkx$9lBN-F!2pDI5S+)ztE8ZtNLU^p|jZO3ozKB|sPn(tzC{`Eu
z9#3kkR9QsCnwt_=M|CZ;dt1C4n_OI9=A)dyk$E&;DWjEbi#ReQDwKZB-W0H!I~A>(
zp>KErFS8Dj8#SKC-jYQEp0RH+JQKzf*lYH1*77_TRvB=4;am|3eJV~#Wrqq
z&hR;2&eXX)KDK*Hwzi&%XtQ?tpe;-G&5#wjd_I+;Sq_2u_4C1(6|_1)A!#ye(;Npg
z_=C-v(4>`9S4k>3Y9HND^s?mn-Zg?Fn}$M|WY3l4)L{wn*_T5#$^n8~qtDZV)GR3V
z98K3^ZeUq6NTFGom(c}Nfb7~*s;bN-JV%8tfi1BGD1v2LVN~kYbk1{yr+RfM^+gPlThjPTnpeE>%0yJ%^WH)iwR2mCj~kw8k6kCo`QSpac3=aON25_LjMHGU7#
z%GA_oCq;xJ*H5lWJ>*R`5j5ao1$p>zBtUcE)dYnZ(X#3U4ZYanvWrU&`8p@uVAHf
z6L9)=Avk<^jpYezov*`2$%i+a3CqecsV|3(NBu{I8jJ*K61YM)jiUF%8Qv8UQA9}u
z0|8bD1oEgy!sc`KYWO@Ep-@JS+%a2jH0P#%#+#9nRA+Z6&1q3lew00Vv)=62Qx8Rsmsw7
z#q2eDl2Z67`Di3>W>kSelm#4$lnNEHlot*gMth}qDeGAR^|s=pSo-wl=etibxu4#>
zJNF6lER0lEuG(+&V(%l|la4VVj7>f!W9jO**5{;;yN^
z*6jRbt>WmXNu*inR^M~;;j2bh#HJ`R&Xc;O%wl}Ou
zF};hlA6JJuR>mp2*sAL{$3j0ZZbZt`a4|9gHI~n&oOaWflg`$3(&xL{Y#iuy#Sb|i
zwSrO-AntR4k#z}XR~@-MHktPaQ5+@u?okI{cKPtqqk`puB7;@7i@c126e=tYPw6pTBC*uT6pYY&0T@C8ZBBu3^3tWP(UmWgJPMw+#?tC(&@0(qIjEpDAH%~5pg4?XwP)bHkb6u{iSBdt0IQnJR+(Kjv7*bdJcqB9Ac_VzN!
zEA>UVL)Rh}{m~`LVak{2Q{LFiH{OVd_J?$%8wp*4#aN-)u{hudk
zBPF^{^Dq{tmusPmA187^;2>0<=98aAg_Hd~MBfZf^D}GZA63
z-8L@szskDoB6pC!pxnGb1503_$HyPk@oqtc!jQ{k@@yV0_PtOl*P=C@DUmCL+Zuz}
z^DIs?kmJGQGUW^>m+xD2ZGOdj+>ou(9{&0K7F?ZTaU1UI*VC{FcgvPGS{W0iTk#aS
zA|6MI1uo$a0L7G(o#|!9-KIC;Yh!`()bArX@`b{)Uv6qj6Wyym)2Jx0;+~;44KolM
z@T!f+-%MIoI>J_3N;zg>V6-p0=Ta)==`Sn&!FhJqQs!cXkGNEKXPfwuf?}K8%5b}8
zbS)d=y{G#pYkE5*r7xD&OARwDiflm0KRZM%m
zohF-rhGY0M=`hF^nx7>IX;@`u-&8B|5
zIN2@A)QR4ggE7fa%EsG+48k9;?wIE#v0Cot-%PT8vIIRyf72eIRG(^{F1D(FS>4<{
zXY+v0vcq3DttTp)TrQW_$;=FZ;{{shlfzcY*90VKmUI5C|8-+%d`32m`=7$#-ww5&aVza>o5u>RLOa_x-
zUq0~|-c8`ZG!c`X9oSRol!w8y&&CpE>s;i_E_@CGBiOzi{8N3msjAJUBpr7TeeqY>
zLav-n`xQD5C^BSs+<>oO%H#*|eGD8Y$x
zqECvZ`JVVLcblr%RXB&Qf0A>TBroK?#p@TD48;Fdu{CHG9?xIAuFT$9-L{xteKaLn
z+jAR@_=7WyYi~!f-eYCk>j2wv#(cG^#M_XmQ)MG|044#uqqXl1?_+%ll(`AaVD42p
zhFDwS3oS;6)ba62YOTDnoPc=vn+1N+qThnROmVj|kaCY(%`f
z-UcFn*pcMGwY|L0{AIqR#2Qoej_4b(*gr@OZb9}#Za(h`BI+<(;J6L<<{gitCV?ZPb$~;;qc7!-~~IIQG)c|+j&OsT#H6IbWI-J
zPC*MMehSxhCD!u20cG7FB?*Nge)0wgwtH-DwIS)j90m;m#vx0U`-}4Q0wI8Fj3GeL
zyqC=-F!hFTj0YV)J5%8X9RI`#{2n1H5YC3Rdfsz5gXck#y1kQ0%A*w-rFUI*6DG9O
zey=zH<@YcC2Vk`!`(ADe4&B}%tfNWkN~t4`V%Go_x(v$TU2fx+SF0*96`iUDo;-Rq
z$;kD_%j&=(+N9ARQD02T0=3?4+-1~-N_vG#_OR+*nW^x!bh=>26x9>vx3N8RGqp=x
zld1w0(|V#>Abf>j>yI1iKy-H~s9^IL*j*T=4|2h{*KirS*y9jmvxXrRIHC7pncnpL
zj^)H%&!84Wvj*h3?YX4UccWSeUJ%Hf2s4TTuia563C^8lnl}xn%$uNoGi;4qpkA&(
z@%HKmMcB92AZHjvG^e9gt~Z=DD5=sUfku#cr}%7?RTUaSD+-^k+O)m<2%h1uGo+d-
z=b&L=@Zxjv!T05S6kI2UP~I#zOX&X~nhu1%`jt4SqcDdeb%AGzpqL(%&P-k|gqV16
zr4CK6bHuqkW&&Zd3&U^Xe7Mte@|fN>khqjC=-A*<<33YLp`+DGMRqKkYL$iDL>%Fc
zI;UHR$;y?}b%1>cTcW$xg*j{-6m#3}#ut3gqDwOB-t9&t`?XJ9aPSrl9z1xzneTt{
zv$xQ9pm5%jj|%ejR&#F)Y)?yFpSAS{Yit+VN1M!nXhQ*Jvt!_bE$w~Q6Krl6S5oX^
z+!=fY2~#zMh}#yZhY?(GoPb}xXTNo@KdOaFIs01E9ZK%RbQZ_EmdQgOBf%lcjWBa3
ziQaGsd)EEtS?=*IxVv{RJ5cmQuUYaty70Su(jK6
z%CU2hE`GSVrmaQ6R`0kca&Wyrb26J){)xKC`J5@E5h!Szx-j!yL_SSAy2&NNntY@j
zIEk4LsabNcC($U`jlv%zohk-we_gIdGR9|!rsI8*!zg^xICZadbcWxjGT=(B<@#>X
zax0lra4^A|tWgP@&{S(vJ53yips11jpj^O_owXdg?@@Qg;w_;|u=gbj4KVw?oGew#yG5L^G)H$9pr9tb(Iw=efYq`#6$>zS(n5ri%`)-50nDU*jof$
z>y&+Ue`9BP`k7>{n2T1ngLf-5-0Imzu))u6y`nY{-!;2%u5tQt1t!?H0*~o=6h*x>tL9YiXZe
za|jJ$R_}Btp}odoK0MUk1%rT=aKkxUqjt8w0oD)PBYYHDLvkG!m88%CHmxS>)=X`{
zvREuP0MzuEsk(@I*~ATv7rm&gZsQ5m2oSiV6tg?o=nozk_A^Va;X`1a@{p$<&gB=7
z%FYb$;~rfWtgy)LKkSHjj3t|`nvgYe9c{Hjq48?KqC7^T5H{?+ax*Jt5RyZB*bQf7
z^CSk#!ff^D#16M8jD{H*x8am9Ed15Kl<)@P^^E`xqY{
z&($7lcUIp69cg1rPryMlNlf@B)q|Hq=CS)NxU6V$8}uKnhBb7^6H%cf9H#W~BbTu-lO;=;=Zd
zQTMid-hFs=S@4-F$&ZA|j$lsdRUDgNihWbc1xGbo1`3e@s5&$0aE4C^X$Bhee#my#YMAl^PBG08$W^>lJ|
zR-d{-!I{Nm6k6b;r4z75F^Tj}9<;VS#_$${e6J%-IjWP5hDs)cY$t$N(`bIBEf^@C
z(FiQEgVD%9=$l_4WZ`tG6jlI7iq269(&fq)h1eT(q}pgVL`hu;iB~H5;0Sr{g+JQc
z6kGlf|MdC0iN)I)EGuPiblPUSPQ4f^I(evzq*pI
z%JKHWsE}0Yy|W>s^0sT&hMQEC;)+g5D6p?fR~g*(x&L5~
zZE0a2WZVif8%KnX=m+7DS;T`|p#*TyI2VT}V>HkpzWhBP{$ufCusUVS>DTI>-)va%
z`m{kG^ep=>yLAk6s_tSa1J)#&<6O(aYIM9>maH^r#UnG;W@!|rF<6Hb9FRpf0uWZ?
zp7Sx-^*Ai=*8`VQ>CcoMwAuuCtyt62f+k?iA|fLr6;_2MGY4;vKNiDX&>T`-xo+`@
z(%;!XFo5a1lTpAjfYyR0wh^bMGpX7O`=GwLG}1dQOj-
znjyv~z$XL+g=l@`%E#B6*cKPJuxQ$%;r>uKmGni}&gpzK|L9~0&2D#Es2>Jh4HX96
zW3}K#kc7u6!4g8Fr|qkZF{S96FzD5{zJ!My)5?8Hh+w?boI6|8tV~hJ;l1X?c>W-U
zYtXl&5YV9JV>+07-%N>8urn|`5t5R4ESK?&G1r0>L~J8g_7F#?!4_M>tkzZA)=sPt
z{X55ietpZ(U$Aec(3&+?$T(`DS50+;+WqljfZzo8$LyJtS3WogR}za1xjJ9dk}hHy
z=s>}Lg7lOqp_~x?YA5%@KI>5Zhm5a>p!{A64z{<2n9(w%lYD(7)Q=NtL=4;aJ?_+$M{35%{d@0>mKSCnyN
z^>-%Q>T#6#CJ+AxWQoQH@=PmutVU|Hrw*td2eCW%TEfl_*k%Zj{`FAm@Y+UjDbw)e
z#c$Z8F|3l;7nvsqn&lrD)<_6P7c?_I*{=s3L{+loPZv^6<(Uy?o$5`6wvxUCgLUki
zyG?Yp+~Rj`$FQew`M#**YTaV|l#%!HGBuT2?#mN}PH%^8bYBlvgKJY79x`L(S`yr{
z%v+4c7a^^tZ7yPZ846^8LR41
zQ45FgY{Qs)59Q&99bM;aDqxSB8m2uIIwQUamIyden~a2sYcx6!}r_O9Sg^UR;m+F+#d3zkiTg;S)H4E%ly2nTaUYNz}~l(
zK#)pLu)(B4_fCzMZLW3&4FJB4T}ba-XHoEyN8)+>7`e)mBA#@PUhOpg36L4lcbUaU
z1ID6(T1@-lD7-G`8S1at|-P=$gm0*a`z@2ER(Rg
zj=N0y#JuK}*R&hUKr_z~=N`acx@EHfCn_Lel+&
zSkQ#w3i#d1ELi58vp81!oiQF9EF=w6H
z?wZ-wqM)5YUEYXKu^1?2>PPIgyu&#xj}yn8>O7?#;Obt>eI+*f--O4?PKjKh{Flx`
zMSMW+uzjGIdt^$|p|ul_b`
z5v}^t5dsJ;j1@eT$uT_>HW~KG@=$tOb#UWJO{@S|?;)|)4yof?>QMDQ1}QvIAN4bb~LY2B2VLHS-!tM~0;Q724-Sp;_;O>Ny;VOiarERU?0Wy&>+8z;)d~
ze@4>h!-3uV$3f+ugIcEquS?UishC!p<)tw;$lqzydhUC8YOxw5qfjD-7@*x(n$vjR
zf#!7>^9W-Dx2)jQxI1brb{3Jzeq)d~HrU3sYiyZ$T`L5ZlwkOF<@x6eeNzppE>;v6
z1iQO+-OQ}&jcgz&Y3Aqz>$Q?Ry8niPNfF7-ett{0p!dV%S#`UMn^KFQf`tV#_lzcc
zG*K{RPt%}J44wWnJr`iEUicPcuAl71`ks2b!&Yy$y4^qS9I6gJTA!p>b+}?DskAhs
z#p>u35+5I5eLSu}{Xt{+{(VDX+kxBLDR17~PAWM5ynuOmX;XHu%TBRuZ502_wZYrU
zE7VXC@?(kk!|}%|Tt)b20ET81>#&vsX5pK2q2|i>x}q5rUV@hut5<$5o+}_6S^e_v
zwDg>a-wYkvjb%H&|DqsRtWm^iJL(LU{N)sr(W)X=L>Pm%|8C&(oF(4H=Q6}Ke?_tF
z=~{Yzm+dH_(#8B+W(=!WkXRFiIctR(vJI~+`=2ad2btzq?P|#qNmuX>3_VQxxLkBl
z!e-=ibAI$6X#(I?sy2UwBdqt`jZGBrl2KJvrBPHK-r%Ko#`^-72Y}Pe27a!%!AHg!
z>sqWg?^{-8Xy%S+l90o5BjW`S5oGELbEkIlK?p{zrUAQ#BR_MDq`!(V=#lnC@g{ge
z%jZG!1||1Ms+0lmN2M_!sK$(m-4H@bC!X1zy5m4z{bt-OR006bck9mZ69oJo>Q&sI
zdIXi|-rmj}3C*1p+}WD2HnGfzd584lm$6U!7a3Fo;OE*lC@3i{cWa~7>N=K`i8x=4
z3JQIB@g$l~5wsd{iBAUFo|jwna;P@a-xy)pZPF^c7yaPKu){fee?a*t!T1$G*l=n_
z)`!EaA1PW_hB0TiOvx&~Mz%}N91}ByW?7?Q{zt5=bvJGz!u~s(1+ZfQO7W0=B$Xn=
zSOMs8Kf%K{KFhcAx@SAahxH
zo@VyZJ=%My4t}2<0jcKMd`Tl80Tt*l$FWZ;p
zsdvp&X@FRKe!@clBA
z1U2Ci}7<0qjl`?
zMqbMdy{5aE*|pIL-efjEm%obnWIxD?#R=Ytk`ocFolrQFILyBTO13n>(e?<*t3^lL
zF=xse^lqDw+mb9gU`C7-Xp04&x_tD$o+#*0E9!Bp+J1Rhinh$RYIl<}M(KDYCOTolzRO?4j0Xk?54soDa@%k+_Q50ty%$aV0AYSR=>t$I$dA8A=8y{;Bb4UX5X6I;%(1JkIi_lAhnz0$DV#4biczG
zUG74~eC5pa>}c*_PD#YVWjM
zVs&RSuD|?R(#h`QgEWfmjr%WQ1o<2c2WXyhcs-Q}Nxzgb<`0hbn1B5dj#mYtA^{Ga
zgOh;aoA!us!oEm>MELGwgk!YO*HEJVU=3eCHfO>IXg=p#%7$DUl_(B2SS&Op60T1w
zG^i!xH_sVJPn!;W^fu3U*e5tIwLZPoOZ>j!NH2_QD0n1dg@re;y_>Ze
zHpfa{$Bq<9FJ*gZ<|RO@G@33T9E!NQ
zrIH~X
zX3CYQy^iN@xVs++dTjIwS=}iUV1CV?phsKCzPrRKv01nOiR1vVDPzAt$2fL`s$`5`
zkmA*6DrI0r%$VtWop;*K+*0pw=Cp^9UX2^EF}&!ieUH-Ub1a6jJ%w43P-J8rxy5{a
z(_$T3sI9XPhj@LG!7Hb+y
z1JZRp*SF&>cGqhFWxwOT!ZBfU&y>2;1I_C4A(6S#3&8iu%wwhVMzsc>`1oiZ@!5~YQ4Ab4+)xHAO
zDx39_p%!n48O7=g_WP*9+5vXrV8|o`(1!XK(M~W%9>F7hEH?D+3y6+$$&1^6T~OZW
z(aWJ*;=vMKbT?sCe8sXqGYbrOtZZAqTxqRfY}=w#O4M;|@EZsWR({}%Od1I7W+;2EfuKPk><_C_;28}M;E
z-)@Hprka)}Z-8O4)DGpBFPNd7wno
zMbzbV8(wE@ZzEypt$IL#fg}og=A+CxU2fUtWX>};&CIH{1RRthz+P3Kjnm>NHkXe5
za%z!#ry*v^oG<9J^U2aaBb0s*_0Neye)p>Ny4?!vk8|XDYHv?Ckwyt=+a!v62TB_i@3
zR>Nv=NWv`!yz)h*ou&JNYt21}0dKji{UG#V<)Yes;Q?484-e{>){mx9@goXQ9KvrI
zi=AAY^B)p8;b+$H%iJps-38Nh(R3A;Hng;~J#cw-R3!dp%X3b~8o`N8=oL3jFP?_D
z%&my#O?>3?-xX&}xh!1b9U={>t(+|^JT6_FE)70?usQt9jfhu%qZQM-KW>E8a=#y;
zRPj!}m99VBuncud;T?atgTwcvyZ6;*W{&d4+TGqJhfm?O+Nnj#`HeZr;J#n*_UJ_7
z@gSsYs8v>=JR-wV8Q>*b6JY!9S0B4Wwv#AVPM4oYk;$^z8D7*M`^UyC74fxB!My%g
zst$fbh#g+rBw7`>p&MSZu(6?lre&82sLd86g^NSxhkTy{Fh8$Z?T*470nTg6)7QQg
zI=8oNI1ftR9WjQNd24Ckf-w!L5O!P=%hmrReZr7`r7#YCdq#1ByCCBvEN=aNm!I3=
zXB-48qfL_WI(0W;gHI~t)ew5qzOAk;=~sF5&%r
zAZylZSE5;^y2};o{n!9ymo?e|Rg}|4l=tGB9nK!eA0x$>rA(uye?
zsjjfgpfy5k2PaA$Il$opu$(na3j_eV$6@+O&Pub2t;Bkwes68jS+~pvvq*-G)wfk)
zudNo4cWEP{T~MQhv~-#uUdxMFBZ91eY9lttj!9p8_28Q0b!0dHh>WgvV(EQCkky~i
zw_Jhl_-LpItoIG%R+wM7S3da8JJ|}ysO>Yw=WS=u(H*&GbPA7SrV13*KOz{tGaa;_
ze0wXjZj=13M>Jq$lDuT((v9KrMeN{nx0?!QVy~Dj0)PSLvZrd6qU}49wdewENjC!d
z#_jphh*4?!`@}^gZW<3FaI%!Fq
zSiY=!D|*(4Bq3R@7lK+OTi0yV`0r$^C5&EkRkIv>tJ7k4Qp{zmTX(k-rOAfZtV<^)
zIP0ZN!obDwc^Jh+H8FnfDpB#gWpm$OdX|fKghz3HiFN^lp&`iSLh@6s+6;>Xu*B$~
z_80umZE7mR3%VOTXOiv|JKVO7(b(RAYtB|@^>pMMb!&fJ?x=L6vu3!C99$S*R9Ox7$q$um#)v#BAkAiJyzikOF9I_``b
zbC}K%sLjFnR6f~d-Oueq=#@mCO2fa*xf%_4jNI}&&Pz->W|S(V!sW_NhU%#OX6;lu
zn*e7LYgt8#0M&vf%WLTZ!r=&g@^Nj#12uz8FiPoInjD-^L$Op4zIETAJI
zlx00lg9!5Lo+lTImOb2kr?SvwThY7vfKp`{B!14*HWed;nyhI;3A!IabCh{)F2a-D
zqHW2w^mI7)P-?J)W^Yk6&Qj++M$oIWdI-y$XfbI(R=2!)^XUDf6$YQHB
zzfXFBpX
z<^w$XcTAC$O}?j600F}sVrH3?f5oB0rrOBBetl9Tdf<@~w0B-?4tnRs%VY0Hzej-o
zYkY7qr~o|GQOA9Z#%vtA0F=mHtRVsoT2Ql+ctUed&I+{q>44=RpQ
zR6CS%%A5H!FkCmLl`9WlUh+vd@Nr~;{-@dcDqg8Z{izE;xw4*)^k{Cd11BZ-qmzpD
zs&QY&vl>YURO^eu1-r6jnb7;n8M1G;{c56wOlhoUhR$&9z4izdpwO4i3Gm8;seZ0r
zr%M(0h;ssv4!58q;~7slk2h-%=BAV1Osoc{QhSWW3LG3lS$LnT{L{l-ph~!^n*41L
z91N`-VLkS_RARegV$nidd$C~V<9e+PTDJOlCZ2Rjk18g}IHn?eX^_-TOSJ`mF7
z-i=C^GBxu#An~o@Mh+64+s_0i4j(;e*{p=|5!RF}PdIEyo
zjpNg+d_D(!VE9qg4F-2uy0Tdg%n4cy#rSf#uky)(;i3UocV*Vl;N-mzSI{PJ`JCP9
zIa~t=LMWmZf8hJD^NoJBrwdLF_EvHJ%`{*TBRR#CRy_;vlHE)6
zQ%71b^uT~vUdO8??Ok9#R)XoRkazRMEjeND&zBu(NG=D1Ni8gV@w}e#qfa_B)04n^
zAW7w8Zf962B)oku*KXjG$Yo45gJI#U2e-VYT(&dJpicD>z3ZD`{mFydyfU?W^qe2V8Zth_zpLe^&XPlEHZ59W9=K`^KxJv
zV$zF3eEwP{I&Xv=A0I!V|5Au;{k?Ohr6zh66wT6v>MU+~F&DtzXt
zrp~HUocu(1DTD9QS}wtBkMf`{>LoxTS0{6@Tl}^!eD|@6o*0nSVfIGg;ziWd_7^*<
zXM6Ln5)zP1H_21q?jZFN+e1y^qd9q$-RC+>CG`w
zy}*zR9oVuZlsq1P3IN!FJp2z2XDln|<7U@hGG{rw3q$kt@OY8I{mOEpa@n0T0q#Hm
zgMjd_8omJbMbHwNA=u=(;U}Oj|
z;=Moz52TI-YeL?SE7FQhJfH`ajO-gWcof$3zL`!-OQRQHdRiZZ1o{U)bhhJrcSJne
zld5vLi?C@~raqbJMZaXU_p3c;>(1qJaaT&9NocLuwx?VHrOw{o7x6crsHv4UD46he
zq9+9f=*3&R-!@SCY3i+$XdSZG`3;t9c=s>@ewhL4$m@&O!OO8CS2ivlm#?y)?P4wY
z_XJ~w=uBgrrAw%n+Vb%7VxpnHG1wr|w0=_H*fMf9(J64RBQ^ohsKvoRQku8B-N)Um
z=c~tMv^ZEe5(e~Y7LD#|){WjzBI>Riy}!k2JEl}UJkfh=B7Jid9GoJYw!t6WV1R7;
z@j{`=?>GPp?NGw^^dwr_0l_|LQ0)4{$tV_IsmK#+E9#8iA?Tz_N(28s`YG3E&IBRH
zr=6PlsW0tq=9{-{!6^*WExDZQAv+o`0eX}h$L2x+BC3BHNH`#A-5jkyktD7c--b9v
z=YH&#%zLP@rFY|+Q*-Ub(!P9;_&h&XQRoeny5zaV=zvkloxVP!$iN#d9G|z544Z5?
zJbSU;*`!Ul29d#AzhsRmXd@xJ$7;Z!T1x~5KK!-PQJ#eJ8^VlTLET94zBCQa4spQD
z7fGRr4IQFa&qxWMb&m~IW=#|vg7-ASw@t?i(I_@RkBV>BjH))A&0Zn%=G}|MXk<7XmuuipT_FIl*ytKm;B1Fz!B)YZ2#r2&=Sd0m=
zCx?JRnKL*NwQXH9+w`mz#D9ksk!B|tyy_aje2?KKE1}g>2o$_``XR8An%Zj2zH$rh
z%@AgbO`!*6p1%G{31Qv1Z7ujh`qexio
zHM%u#oc;CwM}YKTcK|ac?rpPZYOUr+eyh2EpWlQ8g!KZ7_Ya^)K=gy*+3vBPg<9x1
zi2<>0`>?s{=Mg47Dn04kTN-QS-pgVK5Oo`u`cKBB
z50TW~tJZ~WwrgHZVsj&qlz2#(XQjs5i{VMb*_(3)iWpRA5mRtbdZcW&axx?z0TW7s
z0s}MJ)gL9L&1u^5&@yI=q-_FUX0DjN`{S_D1;CFs6Ss_AW5TaUtcTIJ0!_Epq(1QyxJK4L{
zi|v0g$bN?MK@xEZKbk6YEw(aQvMlT3CA|+{xjn7q!{9ig_}RCwBi{yyiF(-C{u$
zdh{wGAOytLhGtLuf0|#JT*Yo7F}cGxlz%E*JGP#?Lh%%<%{b49b)s0l4AqTIi<>(3
zjxQmard_5`g5F1fp5c(n&%B|`0SR<$%^g4*?!}lNNU!AO6ryk)^oRCz@w{JyIj=z}
zkMJhFIGVRfh##N0-PW2ugO87FY0KpCD&PD-R+V3s_YHt_eKi~x4RiVg{sZ#uAe2FDI`t?!-?s?yE7Y{+Ooxb$5zY%Zb*rk4;>Wi%`bo@
zG{3k{X!>*7H<}G?h=UOYR1W)-ZD`zo^7QG`p~OtZq!(V-2y#P8yD50}B1@OM6$#x*
z)6km+v%uiA?f{Pa3>YU)X&x!EIL)k>baG}N^MK~}4SvLOEV2<6ZqojN4{-GF-nH23
zcjd@`;67e&mr+wbc|xyt(syLJn=Kc{7whD%tn9VF!&_BI{hCL3VQ7#iYll)zntpQV
zwsPgT{DE%=EauguQubLj0(WRAI(={9kuvUuA5-I3#GUz6yl#4Y#1ZU^a4;NOF
zAMn?DH_c?59{MdTETs2vtqXdh+K+qn8SZj-g81AsjvpO{mi>w7mJsUT_tJq(2p(z=
zbD$ri2P%BbSu!CSgtlMW0u5?Bk5~9O_vu*6c&7%VPNqP?bgf|xqHQ+ytMR^j*~N??
zDB$5GtcpG8j!PLiwSC**mI=>;4A9Xs2mk5bw^B1RQaA7Cm=l5?IJ?#gJ=9ww;mgc|
zL5a`b-Rk#sLF*k%82eA6pTY3wz?*@QY|Vy8CH;(UqNYbjmM(i|*R1yBtxLJ8A(fHf
zfSf)75$z&lcDV?S94@^V?guLKQ8f?x?tLPcD_Wq>w<+;DPU
zUY^G0_(1PQ{E_dH*iE+kSjXvdrbB(X!@1I@=dADHxsAd=nxr$7`Kgyj_^M>fgjJmS
z7v#a$aPF?XaRqy|cQdTYw_7B^S<~_-tpVM8Bs>bpuZqP#&LY0#
zZfrp=wI5!sPcX42X#hnufoqFbN>R5wqeYC2lxh*d=A1~yuf+oM
zJHTQMJXL+PO#lLq$anAcPew(tJ_H1UiOqO9Z$$NIrTA;Eb?VRkqPk}VwAb1lw8uCh`P)@S!SL4b}(p~m~lD!FAZGgc8Fs+tZy&2CyXqJmn0(-
z*B)k^)3OenEfPLP*y>YEH0VU+>8lI_$SnDJ;UnJt9XS?456O-sa!YzM`N3H`n--@T
z>(+yzm^@#*#j7Uk^$LI{hnGJo5qCh6b-#c=JUDB0Cg~XU3>A(27sd#$7g2lIU%EVg;0a)2
zWixK%t;ay$KpO_VYi#*jM&b;tY4+2Tj~D?kXnX$m60YzcCL%Wi|36$GFx@b~v9h!z
zW!ayRH7MpEsu18_f|YTPRHdpAKXW^5_g!`L_|o7JNHE|4MIvi-!wekMxZ3%CcT&9A
zpFq4-VJ^n^cqgbgQ9$WKqCng)y($HNwW$BF-q^%08
z?gY^R=VU+1putCpHR*B}I!<~*fGKL&=z|x4T8)i%^-aKRaq!s#I^DPVvyzUS=tON!
zF!69P6UNHlDky(Jl!cR=@&$({XGO$325#-w%2;v
z%xNJ@jPrw_MVb%b)hbDL6&?r1K}O2xo+M(`n=FVJ+}N2joCPO2b)1UNH@UAsa$vKR
ziPDC{tU_|#0bls!+70SXX{j@`dW>r+X-Eexp3*)K5tQ!KrPgCIzq$z{Rw4_#A;6$T
zg&!2`+n3k0IV;QX8Se5@573b%256u5=NXnNci+XfoMtLB1BJE#L-)$h{NEyzqEM&r3K^0HhYA$E%Y~>@dmJI_<`(=V<^BURf*&
zd;Hl!x6-JRt_c*HlAc^ipyc8bmRuqGde6@Y#Xh7n2sPi6njhuyPiOo?;8MApY?GKD
zVVl@+`j8^6Q9dT^xBm)$)dCB+fK(XDtPKI!(ir`~Ywz!jw#J&F(Q{B~vo?Wa`M{Z7
zC=CK}Ga$c@OQLYO{?$#SBY^yV9Fh9}Z)JCqB@Vh5;=>j
zD?$M6z==Nw;E;AgY+oIRh;B0=PV%{IQ|1-}3^uhs%sM7y=j0j*eP`L~RnVVXT^0RC
z%5JXqFZ;rf{p%d>AENpZSD+)GjitJc+ZFSociQuoAUkPO^!npgU_>lF;NZu=fpsH!E3GK3TGT)0mdKzKTfQQh0^8Un-0yN0xeY1xER{p#;c?uBxt6UZT4I_){^Qg9bu}CH=8ldK
z=tN6gf_M>hr?XX>fx@4aF5Vj7by;PG&|RYb=z*EIAlpBMe$=al#V9+DpuC=~x|nXBI>sH0vaxy={bE<8(Kb@dmm$G?9#>kkWt!Tckik$(lW?V*77_VN3bUnt;j
z7hjwa1M!aEPl9
z;RnH%Pk+z@vT1lQhBCe4X!Lc9!Kon2qr&jdW>;WCuxOIIJEm~Vj*gfkVBZO;E*x4&
zPH@^NtTsNtIwAhT8S%E!CoNlhtL~F_dSx_8+Mwgp#Rs7$O3Gqy!!*Qszj@rB7x*vZ
zZDxV*_oz`X+{;-x2o>4#P=XgoCR+8WHv3aK4a1KI)x5;Jf6euO)4a#7ko@T_my*j5
zPe^I`_+qD}d@{L7g+AtCkgje-ij2E$-WEhgRo~Dq8FC+f^I;}+<@gl2mhdQX3%N)S
zlCp3)%PEKvrjmb|$$=AR%CUG<>v~ajhD=<4F2;?P^oLFS$3wa?s&G9|`Zl*WSmK0I
zN6e3i_;bq_TD^b$D-jGl_iQrRH(uq2B9wJ+D@AM}proV})ybT*6fLZenj6aq7nZO2
zs<7#5X2A&QzduUOy1p>|Vh
zXO^b*2j2;tiXq=2D*f2-5qT)q;(_j^eU5mUPkRr4#jm4HR2lJ^x(L
zhEB3}rNROQ{H-Gjc(z*#NljAVXde}tsw88~%0I}k8EOd4)Aw=aAzwvv19+D3H=-|U
z5daXITyl
zkbas2v456f7nm{;?XTq)_A;=!NgZSX4oJ}qqlNef|FX+KPvZ6OJnKPN(WnEYoE84?9t
zh`%N{`Irus_suuZV5s4@8hn+3(s9=0L>0=?>B(Vq=6cqkVVuUf-OR!aAhf{@AiAUD
z;4kDC%5m)BgqsvB)mKQUyqK#3OG{y&@*!t3GW_|HAiXE8GdV47N^`(quC^O^b4;*q
zfuLyB^h4dg0M9xB6!a|S5t7$ckwFzjO;;-&lsEol_dhC&N|wko7on)}fw1X%jAiuM
z4{?V%#vK8ZY(LSd|8^T78p$DmWI6*o*zT)%{jp#(1#c9#yy!!Or-Dy>B+(Zi34@i<
zT85S`FPfHzpUJ>GKv;11Rs(lWzF|C{EuU?9AwBLEd}9`*j`fwAMv;;j`5Fw`pbAeQ
z_t1x=*H%j%5(cu^>q9Rl+7re@(Oq+tsPAv3;%^IgYE;y2T-0H3>@=I@O^Cw%_#}Ud
zZpfbzI+uFn;y&D+$2&n1kno2qy!tIK{D%Yme!1*BK-cf^Ij(ShbvSg?;UYPY`q1I$
z;PRUU03XhDG9a2U4swV$S>OhD~_mVd6-Up=_KZ%bYFU_}=nll)>
zko=pNDB`kh0?5c7cS~V?+A5&&F+r4#dbJ7<4KapyX@Vxo3MSFptEJX@@hCSNr}
zJ)*)i!NV
z%tO=T!_LX_i#JC>f2b%S;uJ{Zly6F}J*O*6I{XYD^UU&7gydeF!
z1o~Wb70#wzS(&XrEEv3_?e7&Pw;)h)(|y5C_lEvMUmq+M5l4CTJm=%)Yx9O-U)ZO6
zz4KEVxIPfF2F<2(FSorI5yT0NDe9g`fYIj;Ng^q>p5_bq&9(o&iNDAy>eHLCiL*v;
z2X#tZBrj&rqqf@jp8hOn@E2xnAV55yoofluulwPtcw{0~rxy?|_;(ZPO-HSEl|1J&
zu;RJwjpO}3s8_fx@77&?>SkM?ZXKis`Q;UVSYA|eb0OTRL|Yhl=U5qTo@U#;xW^2TW+1B(4M`-Jg1(~^(u#MBu(srb|NKZ?GgKnBb=&t9Dc^{)Jr-7eb<w~>vj7hOK|M|wXzacIg@?+BH07Nna4^x=^ZKie%k`$>mU2rfYMmpSgw(L<}_bvyYtL@
zKehrak)ZxGXk?d$$D&C!j>jYT!f}^fUB2Y>MB+b|29LaeNzhkjy|-Cu*&X}xG!q>|
z*^9IB7R7lhvS%#bKVD!9xleV=BlKAoSK226)W0PN{ZM`jGR$mK|7aorzSGM##=V?<
znYELU_5Ez#Hq&GLrTVxkYw68W*Xe4qfBfuMJEu|$OG?NGwQO2N`LO?R1j+QsG7fz>
zy%9o%FPp=ecW8NDeVLxyx2h^}uU$VL*>y7>OrG|f5BOUWzxx0+;@-&F*^-x;ZLyrz
z@>RQDKfO8qA7X~+0y$(O$W*VQUfrzlobLS)-$Z9$e<#qr>9g*1q3vL%>)y(skUg>J
zH(CBc49Oe_2cvEx<#t01=F8KDrA&#wwr;(z#Qyw44g?UNV&CfYx1}O@x!I8>O#;h2
zzh7U)16>7cQv=x&i*9U{x1P&t`2S=sna!ER6K%z!zW?Frzw3Jj3)vgdoFwvdJywXY
zkDr9g_Mp&q<8#FajP~_Wf%eSZNwdi#G+0DYJI4due}0zhWZ}w2cgC6rKaa|)tDFAE
zKhwEFDl?`<&nZ>%o2#T^-qTiYM!Hum-~SMr89!^Z_0|ltVIX+4PQGo==*0_SFME;)
z0#^54c;g!QP7d-qzB|%Fn-Nv~k9&~ybt6bcUwbk$$
z6IJRDkCfr#wpTz0akJHJ3-Pui6&5ra(LE&GU0Kjwk8%pC35{9WG$>*r-f0a*u`7`c
z=COLY$1jdEpjlY!jj=-iMwErX?02gAmlN+ZL2z4};jg`iMZnZf#g^TeZ&1cX;%(_g
zRNQqiBwqPv%Td{ZEs$>v=95XrgJ>2|@WWh=v7?6>lGN*!TTjqzlh`xgz3DE%Eoh&h
zhSAtyp)<{LFrIGuKiaRYZq>6FW~Zb&wwvhyb1@c!n8f7;ov-E5R8j8BAC2c9em^)VDm&XyQX
zb%}AU>@)o3qI{mcGc@3Bb4|l!ZMh!;nG6~k?04hJ?O%R1HOLa#EvG8uFYQMtyumwr
z?AWG<`tBXS4aHx#C0Pg|Vmr4#W`Vy@>?I~RfTZB$WMcdMUe(h3VLcc50?I$F5kzn`
z91Hy?3H`LN`{bX4X$_u)wkhR4&m^qxQRH7xHu^jrv3PBo7U_>q`qf9RDJ9!i^_avN
zOsNwRX$diN()`zraV_+6i3eC=U8#$`dSVHHlJhJV)okzRYqeRnyLq|TB^^3A<1uv*
zveHyL?Z#oU%EuubUAS5ViJXR`H
zdCHu0)9~WRj@K0RKU6&zy=yxow5J^VqX!$8sAe
zI7|+5&zEUkmc7y+qz0KtATpKkh1Wfwtp(1G=dErtt}hW+g9CpRvA!=hn-%g=9O*sh
zr5~U9u5#m$fFgWTK5K)w#
z_ipaqY^W*T!XjD_42MS0o2o_&TdVF>9qwB3QX8e>zsaq>8UUS~(b245iK-lIpk$Y3
z%Y&?5rd+}3KW|yzD6B1E9o#eJA*
zPHS9A4U)EKREV;Vimjxa9b0Ct9-NV-(}zR{w4LLu?E*aM{?p=Ju&ai^L`o3r0|@)RPYX)1viJ
z7v$~2iLxrUf$o~^^@)075h;Xjla?wMPDTCm&8h!hb21eI6%SpyjZK>YL`ET=l0yWP$osYDzp726trk4UAA0uUT_Y&d*UnSytLH
z0vYRb=%RiTN<@fJ2V*8@^94HUc3smn@-%OItt1aJ{7*ULAjstCD%ewn;dhX)j+vB=
zR<>n&T1iYE
2AYf66B#)si$UEIyimh!DS1NTd%-k z%b+$nT!Eb6K;^N2(l9s;LdoVu+%A4=)R?pS{O^DB^>TF7 z&_%4;te`;zUB6Mw9Oh2AWfT4>03aMQ?U#2~2Q>*d`ID zwzwA{U=dsFq?J;Agamz)@Q>c`@4txXqvAx^@E^0}vBapF1**k)o($b6@mb9MEl%~_ z1mz^5JHv~8B1$G{i*;UnG@fPftioD&vJ#Xqpt7&tZi<}iImF}8=I+g3 z3^q0`tjTm* zCSSLV%U)0vT#DmS^AnA{`IF$w38N5nu&qcY9T?paq_H}`GfAjw**q56Nl>?);ZN}F z3?X!S91q@7!bfNBsmAjsXzlwIGbo@1S3Jr&*=LBzWe1_Uk66eA~yt1Mw0uKO4>dSA5dHa#+x10nd^R8{{(+|V7#S^dg=zpu3vghMVEB+ zJzuhAJ^nH_fKA(a&6K4_Px+6j1ck!}cjFD3xhQFDesiyHZR=Fqc3jnEL#@lx9{%#K;nf$iR(*xGarOIX zC>Pe98%N^>&szh`7}0VH(V=>AU$wvZ`&j^*$wJt~RKi63pQ|Hxo(Ueqj30Q1wbSs9 z`i|)D4CDTxRIqpr+u<%J>l7#!bE0GyzGn=r-Qkg*H*g3JgZivMw}K(PZtc6D`mVqK zG~(npAUm>fa6+_LU5<{ywzP`puvTx-4StVs1dh^fO}y~F*^eghPiRDcbH zmd&2&o@g&yLfL1Y5})oD-njD>2mI$se=r*e)^!VgSl>PbSa{Uy0BTA-TG+m%sS$lUe-g$Qh>TzxQjC%R@TWlf%#ctjJPO9YGfRe(q{0|#bZUb51Pot7` zyWMduVmtGu$ymK}+i1>ZOiu7kP)z?8e*eD5Va&ism?pur(W>}2Cwx$R4gxoK>j#f4 z|8cNFk>pjhL9^6AlL#Uzr)X?qoRh$cOjbMi-##x4kh8d~TA)d!$>n}6V_HfC;hp#l zP~~Xk4|{;>ut4fH>{kc!tAzh+h>Ln6GNHEm*zY=-iiXix=aA!ii>2dO+M?>k@L8^? z9{jL+vf^@2s_l~D`_ff|B*6@mDbp_O>QA38hu4$M>&rfE>;J+8ai+ExkjyCEN%8RS zx@ico`H6|1(uSZj#Ms9>__$Tfm84Eme)DX@?!8CuXSse`bfHf8s$GBAC62AJ;HLfN8xi(n6xV?E_OTPJsdhW zJd%B+>dQPlD{gY3*t}|%(yw}qeqLEL*=`oionOTSDYL)Oi@f2WPsJzWr_IIYd>FsW zE{o1meU_WrYVcwsdCn13C?Q}V@qPH4z_QKmME0!ggF8PK%5bu8@SS6 z)0Av)@Y)xyXIU4y;%I(X3Lsu>Wype;)ed8k#7jj!b3N^(bVS@>rAF@)>!rG^R$aHT zT4k3`s$1IeviDScbpW;^AhcL9>Yinr7i{yV>Jq5bN2nd|srQ}nf8L5%EMeGP^qk-- za7K6AO3mQyl20kFY{Z{vGh@_hd%MVJ`sGRVSlig{%a*8`UDM8q?KXM)2GS4RUbLD8 zI(jx`gm;=MZ^!H$k0nDUUSEOG(5v8s@Y*>kNvrcj(Mjb-{#=_KtC`;wbMhYqD-wvN z5I;H_>>~1`E^?qj_-YgRfXhgm3vstEN_X{&ETb0zn zOv=oxKiCu@0~8%{yuZYsxln=wvOYLYNF~7BK`OXKRb%S>*2G>h#`L&U2+ca zZs?iyU);Lm5B>JW>*YUA75bPbps_UNuAFcFutk5Tn}2=iJ429TE)fkn$|i?n)U*~* zN;C_sk8JRREpA7fV;5Y^VTuZSQjsHDsilQd!Ijmn3LatKXn{1 zCC1HsVNz~XrZ}hlQqX*N?G$OVwjS?qq=u;S2G5!Ayur%}!{K*0tNCE~(dpKk3s`?$ z()+^~_sd@w^TKPEewX|7kD0()wK)MXs4D*mAUuZz=u%+hVtk=||dMHsHV2aBZmmdAMxMI;^f$5jC6X zY<_w}OCCo;O;Bj1xXLHP?w<_RztpvfO0XR6$d@2+vh2zZo=L&oOOnWbKZh9B7Nq z&cF8?Hh%J&FoxIC%-Z~XlA6k@AfKQZ?`w%_M( z88u@Q00}(`$4-g>=>&Q;amS;wi386q<1jQF^eO-Io6yg|ac#wH1Ins4vzW90#{#RU+cp*XH zg&drMa2)_Yb|6y*V+-g?m}zs|(7+|K;5w|jV0kLgh|~EnvYl@0qcAeqiM&#Mh#;%r zJ2ysgPWtGrgtBwJy`#$GECGGO#J5pd<~LT$h7@5X=Goj)I}DXz+6o+BMUgY}|-c{ZHUL@S*h|5T_nbP^d;-I-&=!eR`jtzM-z1+=bA>d%_V@oC#KS zAi|_p!Bk-@>H9~y>^mmldJ|jl0)BahjF$!fS;|HiauoSKe(I#-0)`S;i<37J{e)2X z;LVt2wHC?ik?$m5a~6Pc$QCN)2DB(U2pURIr9Zd zP2_PRWzKlh=?bb2z$|(+yR@58(WLj{XyjH%l|s#Mtd$Z7c3)Q9$RATtFab8e46t22VxyOV3WiJFrQE%3(?Rlco_y@z~b zwk3q%1OfA6X9TXeb>&f}D59HhhfNQZOq@Z$s|1!iB z0rK%wMcC(g_N}6eE+t%300&vHL9(N;xlvg7azda%{`<$=Y4hwctD7FrZmwq`!Fj-< zzRUJxbHNaM$~k8o)TyG)H2MmglVQ?Uv8cc7^7!K-JntU>d@69#pZ6zd6$2ZLrwlR5 z}bp$5F?Ak&$?I|HBR!?xRn})*7R)!@1smiP?;97=k z_p0sp4hTj62Cw+(;$?(rk?El6gk>=wlpC5uzvoXQ##LQ`=}ktLhgFqLCuHdNtEi-w zM(%bH6LcVFWsmRIP>B>{cl^z)(N3p%c^@q0A-i=Xt^fWW0ua}Ixw#IddnbPu zkd$lLnDvK9b(C)x0$$U&%FQY|3Jq-(&fdZV&kHz%u~uIr2dk?3z$(#7e|SXEv#oXZ zU-mB$O9*85Bt^5K{*QCG{sBnLqB#RR?LfqcdR;&T;={fPpzbCCFwhJRxFucEyqynh z^6wyi^M=SOBP>5%l4|7hr_-`4Mx;lII;hWcG6yymSEv^2^Lu?c%W))#(r&w^s5qW% z*<3mU``Xdl*3S@4kjeIx1Jj<3GIO%4Dk{yS;hM~Zvgbp7AE@gC*K1Cz&IC?gMqpJy zzxmLFRY!QJr7DahHh7}plXre&7^M!hu6|I4O=gq0{lc^-h=X-|1JCh?PmdSEMY zG5tg373h^JsVZS5V+F!eXq>_M?<6cIg2%|_30{rPIdSX}TSDxu)${0{ezo=a!OY1D z-ch0lLG10u5Z6^oiK(Ohd!@vidBPDumY>SZqPH5ox06JYY4*nwzGGIo~I z+zZ}-l(OnD%$WqdTc&CT;&##tE%wyob2r6c>+~IYO#r07>Poe(VdDSPn5}0Hyup_B|Gl>1>>IoQPMN2n>7?J3^VeDi;`6``ngm!%xHr5TQb9=F08#6)r zUX*z7U4XbAv8Jj0n&t)sq(`&w&E1jVN*He#fJQN)pBT{tKhD`^5EEH<_XZ|POb+q5x&Z zBXA`2_Y1P#)4#YgKF|5MuQL92mX@KC0N}7xu5H;*r86|FzUsz+rVa4D;9bY9|8F{z>1`@ND>>h>)mC!s`%RfV&UJ%bkn= z^`QT}8Bmi3W}G6((`!h(Wl@Vt@*i3cUR${i3jdr27qNBjzX#>-ehl3;7V*%lcYA8Z zH&3~i6hE4Q^PdXSJ-i7e!Pn2B94FWM_TM~5LKF`mXKOSEx{e5OPXjfN?IvV{zl6s1 zxL-@T4*py+j85LqG5^(*eE1}-VDIJ*xSe-5sO$d@4=87a@?E<$#paM6!hhq^6tf!I zU#ugcsJdL#MlzW=3#ZZ>-}LOakquP-MH2RYPV|pB^Y6m{JA(iD3-Ct7b3i#nINXY2 zTk{|j{YS4n4Uf%o%}9E-&onvy){uXUEei=~`;*UIZt5vS#dY-j?Dsb-jmPJSZq2p# zDDfnVe0wvF{LjdL$7+ct(4^xo=>cmF9aBGwV)`el8|M`fA z#FevrlK^Oo&63_<*l78ZKc6HpJ^b^(dJ<*V-fb5D0F+5e zj8Dq{yr_E=5zH`q*1sLgACEGB*Y&zbg{D==G*JI$zVpWy{$u2Xvxl#hgWbz| z2!`(e8=T&Ma?NRJYrx#BFXCK`#A@m_6$~c}o&KWs=8aYXeH_vDH61^{Na`exbIF7I zN~^?REKjHs`5NAUa!av7*Q!;2rRCSkRX3Nu*x%=r$yezXPG$;IDQ~IdK35HMC2$#J zSz0!U|CnkxoHx}{q$NBSR%$fFymQ%Bu~w@!XQkC+K@z=8ShhZ4CgS8T4s5p?9%24h zD;o9bc%d3(JV(kSvi`J*KtsmTsAuw8x6|8O|Ez_<`~RxF zhI?HvvpwpuQOxmk{qJ~7^ZwKJWNFZ*niP&x9zC%Z=1)+nxvuU*r<8&77j=|2dj#iu zqfI;&7*+EbQtsR>_i{(MQVuKX#36IJ@YMzS+*gt+!2Z!oVH6?Rp-d1z*@!v@o4rgc zPCme7iqb##wEY=w|FiIJ{~#otaI&hRUQOeWa%}wn3myrX4{LU}zCNqrZNr8+Td&$g z5BEoPy@^7v>IIw*AyL2btV?v)8x9I2bjkwt7VnC!^7@>QSD_Fnp<=mMyna1zKFv~w zhImGiS}^YNqFSs{YEGp|iT9|+23yD5Dtn8u*IfS!Z!{7=_kes1h<*JJ+DAer(zN{& z6Ft~ZL8fZPq+xV#f~Za+m3pjIaPC~SL~kffXpP`x4v&tDyHH5MVlHFzC!ajg@!h+b z-Q70TpA-BfgZP#HT7r<0j9k3^%8`7bzSYP(rN4t{R6@hPR@b7pkBdq&xXt+}6x-{e zzH}$L;ebKcv(i3irg!z6uym%*D2KNyKV_0iZYAH}3kiRlL4N^a$HLU1kF`G!zyQ|*{JEMRLUS=nE>3mY3`J}qRbkG3TDS5&+aR>`t6P=8H47BBO?&na zrM+Jh<|+i2?17S1B4Z`v=AMOLc4Ha|C8`@HjgpOgH=U;|9}8MaREJ~VG@I^y*9g+u zCv@U*(n}J*%;b0v$E3#0@x0h$EMtGn0pi=@gE>NOf^-ijYB|A3n1|t3TKoq=xp~iD zOOgv62xq%Ze)+I7zlFlqgbqb;*A3kCnM<a8SEZd%c&Q6ghj4va79 zt{tcmi@Qs^9IZsCTkoHDakK@GecGQbkzsbK zbwPGwqxx+CyUl^wA-mDF)XQ^hB%JB6HkZAOFYv4X)1(H66w ze$12Pn?W^v4u%8S<_Gt3S&lDE-o{cVNNNNm56>1qAncM=h&{tm*IG64QWl=-w#beg zlYd{M9qb(bW0N#OZl!1iRPP#clDk~I=;AWf*9|qA%H%vgYF!dS*~2~7JFH%A|;upU~dc`F&$qzN67_+Yio?OX}t?zL!Shn9!>Jr2fg zo{x*ArLyimIzf^#6d(RqxhYS=Tlg|aG4J8pAjS2rb?_dbi2A(ufJ8E;-R^`c*zgt@APD;-~Vl#DA#jjPwI z3>Uvl9*dJQl7-a!vmJj$j@pe~wOCSv;yd_1i{0j9aD_A??s##lI-3zg!y?e?pxcH& zJl>xW1ThAESgGnbr(sc!y^^b~QNLL4U`#eB-@%ARK7W&X*`k|c_ImWpL}H!;Q5e-{ z+G;a?Nqp>*i`|Y}d}Q1V{CTfssSY!q^)f?XXJ1)OI5RecMZ3?pe%f4P+Ux)s+&4Z*s?nS#GrxkBV*au~rAr@+&>z#bOuj!R>XOD{6Ln?p)RVGux$+ z`T)e8I?iCP&B}01b=WBAE2>&g4FSIOFnwiKj+}y%3$xsgbYh*Ldi0b@6_;_{Lcqj_ z$6-?$z{})FDf)Vwtos~CRbyg#R9M3eYU$@(ERJ-Xy09&9Q;*|hd_V8ojG4u=lgB-W zY4*<0;vTeZ&2g~0hdsdAX9~eBD^z0%`>v{Sw9*k$ww+p!>P%^`j@=}8*6`7c8Tjbj!ESuFHc5@ttJ_y(v9wco|M|Ei8ZI%) zX7qA`c4tv%*66>>J9NXZ1Bejb*#EQlR3fqg(F>*3ihF0;!yeaZr~SvVB-K+}tjcdDu=+h(e=g-Osj;vFpw9hbh+wd!ye>i8i+MmEW&Iy9G+yJR$+(dg=> z5OJk}T6QlV7rAnsqk=V!-ho^ECXZI$`qMqc++5guhD=B`837i-#adv+Vz3%k=rkd#qIui#Cd^d9QGYql zZ0jjv>vZ{QjtiOjR;A;_py7J=n3|8ci(&cJSzg?9f_nJ`2&sjN!REg4hOmZjvUH!z z`?#(PMzl8mt=Ht&B+x(<=k}t~R4z8axd#Y>SIyvnh$}V61;z_)h;dw~jH+rhGZWf{CUJa#&CD@)7`QH12Uvgs zbb2wzMt?Ca(mU~;8u@5KS%84bQ7&IK)(Pr2ZWq0!Gq(j|+~47X)!HmAxLk1_Tuu=| z&&n_MM@8NI_Ml1z>7&W-fF}iED%RD@aI7;MmEiWR9@b(5OFfwT z2pHp94Nrv1b8BkE6;9rpsSUV;*0OwOhw z{Cz%NY{?}H1xqaOQy>9cv={wyp=eHR8l=E>E{XpA7v1EYgIGnm)=;~Dli2W`j1 z>S0Bb^If9+MK*_Np`Y)@%V5j+7;VV5RjfZ`yh2Xu=}A#v`w9FfhL7 z+acYaC@B|N{E>#Ug)=kg{fi5kVZq=%$E&V*AL8||sXOXn(YBd+xb?NJG#^WF!U zq_y6=fefIaW_!mAMW4lCjo@)}A-^+Qu$Ko;RZjc#0uv~~5zsYOj5aP|)xbXWB0WDg zLAP(qD8;2T`JxU?jFtOtF(b~-3#kLOU`$pGy>A^eYW2r0P3rGaIf#wO&;sgVJ^874 zq@|975BpjZFZ?_K{UmLaf;5oWKw#$s^yFfPQoDS(icu{dU+wHtM}2n6LTdAVPCZX% zJnV=-VZi~qF-_27(g)L9U|-Gv)%c6ELLctQ`d9OTGvdlK0FE{o|DLN-F3ju14pBn* z73kFdFcGoYcPvWo#|ZHq;ouC?J;gZ^Q2#}BH(pnWS26clWBF1J#F;akTD7LGN2^Z( zcwgywDm_=U!RAtloSJ_!3bYx447Cyvra#ZJn~Yh%*?S3pJ)@p^I@zRxd36?ph4jaX zF3ZzLo^-f4+*d0ttQr{KQct4<&qtr-M=zV4FLAk;k}h-&KZrxNuh}f)Zj*_Crp+_Q zIT{-JRRL{G{zl~lipe$oZUHEBR5~O41W>tNU{>V;)>1};-1hJ0^oi%%Y^u~&f4*GJ z8zP&R?m+iRl3})L#_gH)zsDs2BmyT(y;nBbGJ8Yiu*0RJ`dB@@lU({}VbaPt=uv(% zkYt)$C&NbF7a2VWFs2O4oeUXmFLY4~hBVaWPOM zJi-lSoXxh0e*><0xCFS-LcYtSgI+HuZYv35E1>T{tVodI+eTNThZ7gdo74V{mQrKb z-u`sR>i4YzDPpuNR1ex{<8V9(BZ&A>$IPMy9ye=0r_D632Z5Ey7SqO3DLzYP;B?^| zRzygz16e5)h->H$0niVJ+hg2SR*; zRc)7nj)Yo`SWWm0S(;vhYHSt?_)M4sq1{)LiWoj~P z0mpibZbuU@jQ4-Qy$)eIvzv7`oqL6*jTf7(3Qno~eX0u4iR{~`N{=T=g9Xn8Uq-gI zU6G|}&lX$InAD!}S-;y;gAO=yp_o+eMJd1c6J?p=KrpIyI=)Ji0{7CN^sr8_`_d_v zywbTsB&Z-mnR3y*7FJ^RW|fZp?mP$Aflfx5L47R>jB0(eyc}Z=W`hkQa>}S3GvJ3# z;s!Z=t1<4m(vjg`GG;L3iIokX9aX>$%s!e71vPty;4B{;S?G;cGI${brEKgKr2{WRF zj#OqMnVp+(zCyXU9H6(KyPG7JPg9K4wpv5a9{p(HT9vAwIf*cIi|E`Y*~HR@auL)x zDL7t+#Ao4W71f%rbe=+_0^}%!nGuj@X_<}Z>iFyu?{&--DQTWZJ6g-A;^SRNtn^^k zLf;0vKbtNd(mEr=hU9NL)}sC^oq;D|_8w5e>x`bCU%s-K^Gcg#U;XV?;(iAX6;GP8 zqrOu_xsR!lv9fCeDczB*?%>KoUxW|4W+rePmhgTt#U%D=#MN=c-i5F;UPr7A6I z=xg8Wiun2EM|`Hd>R|F^qn0V zWuyMd5APxQv%0bNXIEZVj3JJQI;7H%{hjY3w6=l-^E%Ai=2~U-08Z$*=1i0oN`e#L zNt~Rq?cdF0t)Ji)uv2K`?wgz$2diR3?r`|Y!g@PGJLs7qlQb8qfiVHfT~tz}Z6?lp zOQ&OVkUk96{30L<1KJcBD1{-!!ao&|Y4?2QRPjBWcZ6A&I=)^kb25UqqC|entK;C_ ztEb>Us|(e2b-rFkb&22=*)Y_aZZ z?3GH1cdY}7_4?jSNIkCL5C4rWoMLUwx#Y*J`#vM@S<7(_idl6$Bp+03qwe5ZTnd7g zk;!<+jAsmng;XQv&Nm{8yd1L-VU|abrRMHR!C*ugHSCS6@^iCI`|8BjkNOaWmN$7S z)y%yejtJ8ZU>a7NDacT~-@~>`;AC{+0~*m4rV!u6I#m`7E3;Vq*;1YoEVOuNY}Q`wa=xuT187P#U%8eU7%QPM z6;OXfO00Y(7l5xwLY!4TuGh@@cFZbNt5+}X#k2T3bbb`@RNLU1{MRy1tx@uwGDvW5k<}^SqQ=c*}n+Mxp7Bm}4#gd^_ zEU()%c4#gwpN)>1PDoO(zoXRFBBx5gk7wb?`!TGI4BzgJv1nzsU6}VhW8w}1sO^x- z9=Mvo7p>mTew0Gc{-e{rscTQ^n!f1X<=7EYH4)>P^S)0X*wA{Oc}hE2#Mh?;NCCt; zEFdQ=)A)1T;F=gCbR~Ix@N!G{hXDg;SanR(+Gw)Q<$9h=3MnvR{h>6`5`cVT1q`zV1#jI}NSSP+~;nU*7ORh4=9kUJ@mbAJwN^5<}d{9a~ z@?Mpl#%Qn1dha3W0M&Yhn!dPuNdQ$4GR3YlC!~5L_`qry?2oE(BR(lnN z83U-~sC}%r**|!QMQg&Wwx&rg>iSKhi`H0dbq{yyMT^h2^u)-05D}?QiZC;+17y+%*XLGuv`)#nQ!qRoB}2$7zyIL#DUKEyO#X zN`}5CTq;%aUrh30*xo`j(ufDnPjo3)#Nc+i5a)JIS>uaZLm7iD?8k7zuG6bpen<#o zc(&=OYVzVWyR?~heDAkgD(CMtryAt2s3=(p#;jdx1H(wgxKme`FXOLvtAnO#9705^ zatuzuATQHOQX?nmTE6BETQ#i8ezV$qOHSO&!rAO&iGG-!_HYrgO>7;s>_X#^zdXQ( z(Z)Zwj^ng}Ge~|_DOk{{18*yvP7v-J_vIPgK;3(fjl|(?3%Z)uv+dJHER{G8M}V51 z@0sk+nP_h|Fx3`&>i1@IT5ZIhY$XZDIFbEz>46$S`ns#bPWyx*xO)>?h6qKAHkxJ9 zsj>eYY^Y(i>M%MN0}I(mOez!Jj=5H^ifwxGxID{15JHn`825n7rt7uuF2{fUCipAE z9OqdD_MQ$IM_8$F@Qc?TB+uLO>8{>89(&Rav&HzwvbBiQo*Knic0bLu3K6X9Al?*r z-k2X|!*De!o8hXn-q15^Az=#PBM$L@s35dZ%&Nv6($`kpS501bS^5L2$+@ni(+p5f z)O_*$v#F4YV(n%2P-VQhlZcB~c?ng4Hqn574dqvn{Cr)Ie_OK3Igyv`=qq_mNnq1ad z>a?f_(MKw4*%C|~pzW0ssNkwN9Op?IC!5_U=^F_LvX znTS8DQfAValo2 z!_m+Tyk&TL8U!1Txj$Fx5OCTk-b;sl;alv2?@|xjkuNcQ8|Ku;br`UZTZ9Kw!6{4|3{6u_e~B8tiCH20E^C+MOL z6T|goegI_=U!wZcm5O~EEEx*%p9vkcS{;Y^3~No&zPn3pxq4~m(w-Vjme>Z1PFry2 zmGgN(Zx3jmu(Ii3ST3y@c!?>-kY-qwV9|E~g#|(&KV&prA+SpmUz7vnTKV4-=ZIpo z9j0%?iUH!DYrYHkf*#t@#*pudNagMAOr2^GJRL}AXVP7YYq{`|SKP7BFPQfxOXR4$vp7^8 zHfw{3_bDvTHZtcrV&@4%zND3nkc#As z9|d(^0Md6wY>&O0T3&)CJdnJ<%DXTFa}6)8S@4I8v~5%np|x>8e>fYjmORp@N!ozP zUdW}Fq7)DpB!Ze-SHlgf-D*DHSQ#mI0aO`QGR8T}8G=QSh#D51B04x`FL$F_tK8+N zIy(tSE?G6cVUpT-!B$A>=}PRwfLH%oygTl#k$J#~(-p1_g)nRFTT7l?tFXsRrL z{6lP%*T-Pl7OQbccHCFFIk!{GsAKoy8xhyBSNF`E!Srusfhr?{PXSDGYu(3D=3ox- z{4|m!!!#)vY=wIx#NN!f}j!pSmV zn#I-DNO1=#Gwj6Z!KMf9S<9P6pEk^y5iX^puFAduXXs`Uuu0O7I6g6!ZRAoU>g0IZ za4K3{JK=g!0)@yd!zpsHgzK`{_7zh-OyzQpuCGVI z2`C%45g4BfH$s+Dp;3Ye6aD$oT%cyP%5dU=k$R}JOP)k;Q4yYXC)6qa(obzKAIRt@ zzP@6$IZfCt#YIA?GOSXtgn-yt-`167wJ}3RbL~G`v(se0>+Ph;*>xvIOqazkgGUTw z%K7hZj^A@nS4_gd>GiA8u09`#lX2ham|9-fY-ZZMN9>R%1TMRD3ISv=s}oqU4dy3F z86#X+lQpEM_Tkpx%*>3Z8!9GYqMIurVX7Os8Fjz>_cNctKa+PHB#A$3$GRbv#C0&w@~9nr##&CCa%pM{`{d|MO! zvZGP^@#DLf5*tV*`6>#*jjk8xYSFF$k|oj0~Y5_`VsS+xL@b3{Q5!(xwl$e8iWo$70X#R(TB=9M^& zkqFB69F3u4R~eo}wd&o^F|v|@ws;p|M`PEQX*n!!AdDMfI4F@gdl<&L8b1B@FGwwUWO2voIBagDfKlkzz z+z&AiO2eo({+4~`BsO)9u_n32X>J!%{4xk*HoUM2ajEz*84)Ezj9TY+QX0i2h(W+G z7g;_R&*pKg=7HB&VUF4w&4V?Z_0?4rB_*ZY<;+Y9MP`Oeejcf1p6GcOy>;K4R&Nlx zAF5Ta>Z@-sP4M=0b>v>kZ(blffzEb*bw2zb!RCQsN(rFu3kSne)C5E%i$Dg;C zjYK}h59c@*WT-z(Tl1m!>(O~%xaas%Qr?BP5q-M|y)_9M4$haLw_x%=yG_5I7!jk``pCnY1*@~wv)Wg zE$i`GoQ#Q#uwKj1279D_j)K|35QDQ+G{oJR!;kHq0wKcMgKuap3&7>6753-%Nu7%E zof}_}(!@UqA>}zKe2wG%0`3D(ERU9p34E9Zzh;tr`+WP6!?WqMAbZlPm;VLZYYbaF z$v6(6*+56XY{IRX@Np+0p00OL8V@=5^Tm3Tp_rRi&>i_~4`n&Z>w=5rNp-oAtfTbO z&U6h5bl_1KaDsO8dc1CwUlk^+@N-Ft+V7%fhx1&y)O&>kip;4CzOxfK0%Y9o=9nEI&_NY1G7 zd)kUG4`31!WKW(ctIq7gvbS=m6ICLDB5c5;$hn#m3Lr&h8Fvz{XqhRUEj!b1-am50 zi~N?TsB_S6OX-h-Ue{>CB7fS4@7-2K*{6b`Y=RGTT?gH+~T0W=()iz zH8}U^>IG5l>1@-hvYFLhIRvdNiYXpAL?Kj5;y89x6Oth< zkXbL(zNqrwfOo~cS9hy$>g1SqJB5zpPvrB_$yWayy3_h{rktk3=Xc=t%ki{w4d#dd! z`;PKxms)2qP9Q9O^GrXpZ}rEIg+Ah0o1IIMMoajV(fh)e_=N|3+^@8zaenm5Wl16% zFz&3TZn9J!LMLkUr@??(;XwI zF{In3BJ~K9p7|axrThISu7i9H19{Y0r)=tm{QQrM*4=Bzqzabw85Z?eP6wGWGU|T@ zx@^K-Vye4pwXg?VDy0M~m(6sX3cUP}3^kRdpNSDn=E>2rh?~GmXM8PUhF#UDYv|<5 zsalXQSSwSF=qD6+gc&dmgTAB6v)qY79OZP*%I)jxYU<2Sn{P-9%hGo5#fwp%N0Z0T z+ffCgH?O1Rn|*VON0jblV#0#WIvPNJe|V-lr&G{)Cam~<`SjUt1oP{=b54C-<-2_v zRRK&LgG@j~Hiw@a%cG_+HN70Y8(K2+c12zS_kRL)gXDeP2RQOV)gm+gUr*&f2bG&B zqfI{45D^m^X0I*}pyN7QWUt}eCz;?dsbNPt!eI&%m5K?fgWmbEfvN?Mg1XqOF|X7< zhg^w9fu-D!{$?K8*T?T|OTW;Mvfx5nr2f;plA97d33l)(fFoNZ8NHAC=G9egmauI@ zKeiu@_(t5Tlj4bfsLxw&2lfLmZxb>7m21gGU*o$hSa=oQaZ$T+UF* z39W6Cv$zF3mgBm;gU8KT$n3it2epC0)R=@)_b%2NId}WcWx75Y82FI(C@p~QxML7t z$;pkR6oH>V*ZX11@>o1^=2^0b$1!Q?^XJc7(Pb$2FV&{!@kV-~CkSy_VZC0rxXhO? zUuumMYR0>9aw)6T7aDb^{TyBjXgyE+B<@f%{R5GX>7=!#K!lnN_kC{)DL%Hkp?ZS! zwUJ5UzGNpOBfO>sjyLtD zBJ!NtPFcyu1;5%w$s3V{_CfXZ0w_YFP~Ye??sH)j0A3^-)I(Asg`YO=E3;cjLr~1< z-D$5pk`!yTcad{`i%;-YG$5QCA!g;mE({8I+Qx+?zSY*@6sa@bfnqHu`8M3Oa6UqhAWc^qBf;X(ZK4S+AR@X%j*g#2l799@X?j<7Rx zgvjFP3>CoHQgpd$T;wPps5#ZceS2D(=)i|cqd#WwMbrWMV{09ImIKuh|`ZASHk~e`o4hayXmdIMu zNQG9O0t9RjX}mz?P4)00j~!|2!FsPiinamFH9Lhd0SbJ~1Mm4|0p1a=Gr6xz1G%r= z+!S$`zdV0_jDV|UB?Qqbym1K1VS?J)efd^rGB|L)IZiZqW_}TYfOghfhzUm^jY8xr zNkBHT)Z6$fQzBbB`>B-%>NH?Qwti?5dwV;UX3zCIg zDsXa)+LNlKpQp zL}IZ3nfoJ9UN6*rcqqj|-^yti<9a~jeq>zh`J?Egmlq)liT6;1q6=J6KiMm0?U%F% z93LMej0Ck#hR4Q|M1%Lw7=dg~H>*z)p8sBCVQts-Ks%!{z1OW%hT4vce6)@jbE+OW|3R z_5BLc!0o;#b3e|xPnw3ZV?Gk`p7?T<1qy`~8qR3ra#lPx2#0wRAs#0rB=B&B2pRJ6 zvB}b0;j@<+H>a!7yc>&il2I=ew}|s(v9KE3!~be6I2c|s>@t@sDf(ICJ?%vn$7y9~ z#hm~m#TdAIx5$G#k}0^`Oy%-vbhwWa{rNV$z9|W5_k62$Puu|eGbK8b&m$dgmN#K8 zFVM=8G_iPng^y1qA)a4Ip6r?y-NBl8`Yn1u!8W+fd9^%Af~WyW${s;|GTf9(pNR=L z3gsGIIYGbK@F3@YB#^?q^zTYXS%|nt@M3Egc_I&Y?f`M>qXRv}dYOabX30srWwmFsu zt=gOHmb2bmoM%UpE;+LmXuYV5B8njCN0xmV4S}pibCo!!WTb4U>}7`1_wiy_t#BpX z;G=k3+FCzt?KYm8jX>50lLNF5hYS$;)6>COWXC9rC;c)*YYuVYSu}&ILJ*nEg%C8B zc_hJk9%L+)Kdtg1VfpDiyVd?oqSd`s2ppY`61>CYi}ogbjLr$7K)e;VSWyL$O^mNz zI0QtroZ_^Zy>DiF2?7Mz!*-7=*~Y)Hm)o-y2ZZD!>Rc4Db;*(1mbqf-GkOfN zRuct9eym`o>Kf+QucLnRELo3v;wV;r37$j-wE{l0Sa@@1!*Om&u(W$|3R}UR=7;ADe z5YRH_iqJNg*?lK8;#zWj(uohSmcdI6Y4M=;M$3-ZBrjevvEpAU&|zSgZqs6DeLP-# zCTAmV; zdv*8uZNBl7eDILD4$>MXz%MUtrmx5=kG3Kd*DGg;sE02lI#m~#UFpYKaod{`9B_fY zgDk+CB1*VO>PgKI-|&Ouu$GH1SQqdV-yhHbZIX{v(kXoj2}}9pCr|EUtvc2@ zUSZaZ=Tq&>)@6vr6lvk0f}*mncFO4&pM4+J z6V*7ohBIx~3B=Feo|41gsdL6YpgyuFZt>}<87TbD-f5nS@AWD&b;6FR zQXozcRVEnpYiL5Occ2X8kpcB>p%Ls~*u#Xrxhst(z}meEipOXsiDbT~PD!Drd^@(C z${se>TvxH3 zjV1hhpcJ}u=a}~0v(43*Q(rfX@mIyV)|Le?{ik1u40ZTI7Nf$$AF#046dw|kup$kS z)uh_Y7|30I-KmY|1w^RBUMXp$u6KLr=eK=)yxs|Hxwy( zRUgldgnPd+vQc2^ap=KuW7CCA=~|m$w_5I3QfB#Uh>^XZ#SF`mW;BCjz7Zz;C1dpX_iyoM6hsLu{2R^Ni2PdY0~9zF0TA0TyVMt<|#6{G;w&xeiwcgganxd>mHZoFlig&w_- z#SI9V87MO2)oC#vNn-GxY@JPQ`u3CSyMN}MYvOnLzQiXT-m7nLkL|Oml;ookBySSJ z)^mxZ*FPzW5nQ33oxJHQ1jce+Lb3qP0%ABUu%5)M!pm?#>iLBq@9$sKOz*4W!7>dO zG6nbEIB2FDVjBdAjJ`0P-}u;@RVA>bFVn>9M*_zyG{5L|CGzT%yCI(P^t}7M`oxT8 z#d{e__nO=U?DgJ50>EW?g{Sh?(TAMf&`b~?!n#NHE3{mcXv3vm3wc0{p;@U zPsU(SoKv;;UTe;0u1dJazv2#Re`~%{ylQ$nwh*8FGW0nmU!ia~Bm1->Q z`N6GctOLf^e}341J@20(Tj1;spzd&c1CdGwDqqZ*Lh)WkMwjRHKAaE#aQf!yfMX_; z@m+myr4sjj2P@+G%R_B}hQn)j69+~vV$YBv>wvHbywx`Hiek5zAtHUI07-%f!*e@N znu*1jjYb=6wqmz-4u5PAb z#;#TQ(cr=r^VD?2nB*fgH0|XgtvPuLZQ%F(a*dWMXz2Gwvq2dbro>vgRi4YHUYwUU z3h}=p&u}GJ-;2dp;`qlH4Q&2NIeu`QWM1F_l0Azr&kV69PLqMm{$q!+GNkrD#{(CH zyZcpW%RWnLDcU@R;az~^y1q(ez|1iG*O>v_pX88tAlr2hDmb1B^EW>Y4VbsB_122Q zt10V2$h(n={0nL6<&Qyn;3%`G$I;K|@7bw>H6fyysVF7m-Z9OQew+W-Jzj-=sI>q? zRDWz|2Gz~V*wTs*Db&{NeqZ?av^$4vG`wg$l@*(j;D)ZG<2 z);gXLjkUrgmudv+$1^8$^vvef$31#JCSR7<3h$W=N z_(dM8T6xpse$F&8G710(=nnLl7=8)p3v@I7RamN4=1BHwSr{D-|5w4UqM4g@D(nf$ zv2IicsPRx}WXWsmoDTGVHCX>Tp}XEemdXy0@KT8}izTI=RW(wP;OeELt-!tAJB23K zP$4Q%P1!V1X}v!OAq0l=dDF2wdxccz^ilEw+jo9O*QMuS6Lu0^X!pdJDs$BT=bvDZ zLFhojUQVKkXtXbmj8DY*Nc{f2s8Y0Jb0>N{`F)DN!sGMbXF(Xf$#oCsqfvjW6BQ4k zW*)z$3sH6(ZQ}NI9xzk$w@5>U(sRRS3LYtTB$0osV}g_D=4!36#$?f3v83CS{{J{x z|7$O*gZo+K$BrJ8FE!CY%z}Kf7Uc_$Sw9d@j=^Qf8KMmYtuC{})!w=7apkmgMktO?{{B683qn!4%VUk~oWZwRYzSbq zoQR_PD~k^tGVd`@M({L7EGq+z{4b+lEZVS z`e(+bwxiwY>x)5@tV}$|*o2hOc;my!cSuyFr1|x~%xd!;*mj?+#ye7KhycmyaHO6c zeNppngq)KzjAKl@=E90r=O$9Of08dRii(B?U1`lz==d7l$kH4rsZmN)E2&1YenSuZ z`X+8}QeL#vCrp>d6eNan23M<6qA6p}fFvr^kHm@Y;n~4Dig-lw?_>L4YfxJ7GsPRx zi#_LirzbVk#Jw&3fX{NCywYyO5gfsnuGZ`Yw#dDp0HMt@V-jos$}|F9tJ83iGCK@J z3c&~@Gf}R;MM^vL-MY94rrssdSH6rxIo5oTsr+6(Skzq z?aeW%5VPHWu^(UPxe?)*Vkos5XaSX=H_hAYWhBqCo&3)%x%aWMOwu)})&b)P2q6jK zkg7$`(9!i;{zj-GeJg6ZUw++TOj=Ipt50UtW5eB@{mf=jS*k(>Ei8rE!Xi%*xf;*@ zw*B@C9J}wriotboV^(xVYaxf1KXngB74geLwPAhB#a+^xyLkB@;--*ruZV>qu`+M8 zu;xru^zl7+Xh$caJKc*ss z!bKZUPlkASC2^gLeTgamvJ#r*>zHZW-M=c;y)eS@&Ly?(2SXZqKLM=?ayoyVjM==N z*K?jBw!`JcolsWNfd2GVCF$}#DGz#*ETM3%tT*Yjx#-Xsm6V2Fggf$OQp2q~^5W8B zcTDKj5Db^-z{;SbOYwk7LE+YTLT#7}&llBZc2Q!oFQS)-mv<m}L^Z=FolE+q#CgMp16 zDZR(2*hG8 zzCNUnDMNmy2iGft&MIhz8?Cjn8En|o6cMx1VHVqihV#`<7dO;}n1#`P2&C5gucj`a zKB>~b>L&NkGrV)bW5pV9Fj{?z#Ms6Jt9!%VIFs96jD%%f>@`Wmy5|!=Ah!=9pJI#N zpWXZa(Zv@$jC8DOFzOkn zGUkynk->$@QK36WQ*KHug%@W^x7;%!fLhI@U@5b^^=?JOW$Q+6=Hy9Ro0~zmkVYj2 zgj_Dqq^$n39gGs_%0+^m<7U+tuK5}}qNKS+d$?$AF)GsxPOY^oI0**oh#-5Lr5dCT zy=p=`WP%SJdsad2S<=C<&$1i`yPK&Bmh(V+z4={@%dYElPnhnat>H5k}_X-pbJM&Do?*i8aeo@!PL=_EG3b1+k}5Fwz57BT?d$V!S zzS3aHT`f#VVjz+O%U@I!_wVx0ht5^}^%kUMmN2QYhj9x+R-sB>e=6*tM*;ft6XM99D(}If_O2LP#+8bTRpcY)U04 z&ey@eFst(s-$@-sVa)Q*Nh$KU%>fECsyG+f1(y+@q|l2j?BmkT@Tbe}q`zf{=Hr@mkQbtNU@{DJZ32vvOjd9Vwmo$txagJz>(pcT?3DR2)dDrskpi3a+@UK)&j3$ zl?P}}=F3i>({)z!Yd%>g8R^SdpJ0kjHa$A)%++=RIt~`m9aG8F z2U$&xLnB1Tf|J6`teley3Z%YTYZK1cqNsAXKG7Ol7ayKT!1wRfhyvVe3lQ>-XRJd0466h>^cy%| zUtp*@?QXeWxGpmpXjpwHI1{tL^)0S;F}uz+h}+}z-HTU^y)8}JuIE@Y*lL&6bWjY^ z^U?KJ`RGrg=+1hY$V%>Y?Y}m`ADtkDWx<{g;beFcG&)9=qsR!s^Ji5 zYJfpc`sA4;@Dx#m(AW!?wrU37Ro?B$aC)b^e&5-gY2pPiCFLt;x7spchC@p?ycROq0Qv+cCDR=uNP z{X}Ei)hY=ItID}CWBkt^AzY9jooshJ1#>tQq;lg@KU$eoNMx#iUvGRO3((Q1 zE87Vp0Zonmm^(UV!`=?UOjn@z1IKTD_SmvW74_2g{Z%nJIVQNNj<>IHzebMGR@iK_ zXIuI&j4}IyuON`zIDx!YrqgD#M&B@Gh9o^cEH?ZmaKBySaOUuyIMzvKs(~C+N1p%EPLP8gUK2V~wszO6foXZp1!-rc!M@D zLE&I17w5#lfzJ#2SVi*9(qac~YH&-}`l{?CGCh9pespUd60_4)OzNwh=Yw`LPNJWc zg2oV23}-l#(U!T^dl}5r`e2l_Wv|R6BQe4$@cLY9^`f;c4trLxl4nevmPZyvnSvi)w+!t9%2puB z-^B-$x=xTXfBEbK{yug(a~KZb=)dKP`TKi zCM>N55^D9#pejul+O2=aqUQLVe1p$b9s)Yb<~{$LEb3qf`ikL1a_3nA=CbyD;c9%) zhvYOt`H+`z2(Msgqn^_dvnroS+Le}~*Q?-)D_d<&2=FBwWwe8nTDGLkVTQ4DLVg5? z@`_-}gl4n|TZKqJ35VFLr>k`z$;-th&Ps>ZQa1IQL2Ge3f0N8*v0@<;AP8v0z!BI( zM0n$=RZTdO4wRfL=Gx`u5v}*y-Ywn_P8>}6QUY&$=56!3@mv&L=Pskuk#$YfjEmdK zt3GShczEto-Px5y2r4#tdV|?-J!?$~bMV;iJ(q8l&{AN|vq|KJeRxVqB<@_k%dTdL zI0G55a5p#QtXDax^SlZD&K)OO&cm@&3RzJfep1xT6#6U6-_@^gL!fgqvInlVMLN$IXbSP#EqU%?~Mr_BS>tl#p`9o{z8kvwXpqP zcKR?zVY$5dfk11TP<{0$MR7{&i2Q$Vm%`Z>(8)?-h@Oka(*Le?EEb4Z5%k(c;;U?T z6}?y=b?O`JVRQ9TjO?YANfW^}5_GcHhC2%m4>n`)#>T%&Mfd=LG*9nr;>vDLYiDC* zk;Pu8s3d%Kuz)Tm(+oFC5S9`5`QqaX*b{vQ-HELT6M33Y-66@t!Lq z%D%*1d7^pyG@CyIW91W@P0lAW-cI{FyS8pu!nqZ1-IS*D@7=>nzqkJaGair8L+-iY zWf?;+{2-*Ga2Kt+p5AFG=1yk+^BErSm;tBvRr1s?S9~T>@5~|*tll4KX*|Q#mpiYD zNM2_IYn^zj9(;M04GT_6_jz@|Oo#7x`uAnx8=sk9n1VX~XgLTRwZMWO_ldl^=d$y| zJ7P*DD>;GE2ppiN8p3|TUlK&Ixaejgh*I`w#6caTsu=k((+SNV&PY$`B)dE%Tep|| zL$R{PbeXG8j$zSK{guCflc`MFcNnQTN>?PcC6U2SIee3?_j#z8-7cY&;%I;^uTi42 z*O2D%%BJQky@~>Oq=>sq=Z{~+C1eN6ikH@5AMa_vs{@gt_;rVWG-}LS%w{I*td}9Q zI4aaQYDz((?fxowpaVK;m*)YtAC!KkU+<8SYrerHl+OJb&28G7cuwU)eBD+6-fk z662T~K((vJ`5<>ZmOht|ql5&CFvgyg7Tl@yJX~<*pVWu-Hqm(DtOyt2O|N@v1zniJ zW8p_A$XH&ui;&wh*Q@_I9qxi>w$N)EWAC%3#hPJ!0=3VW8mUR=QQG;+gC_KuTj5>sJg{1AfhZGhD%c>j~fm!#Xnk9wHd;6o-!n!r zR`Xa-Ru-M>ifd)G^gelo1eGpXJXZPPQXCOoLoy~zwKmO@pz0T!AW}pW0{=OWvXj#2 zt0cc68U|Q;XM%yyV-7;J;kLg!t$4wUN#aXXULJfHIe<$DRv-s&*05hqc%WsYdvX|D zmNg=|iq6r7pUd+)DH9=PT;Troidj-COg>=rHw`PR9TcTgym^c9I+?@zq`o3IUAr0d zv|H_8E^56p*^WE1+Ro=OidgK*goJjjfMAKYx^2oijSwH*n-^LQxT4P2LhkptlE4|7)V+mI%k%08*eJ-;4x)EA6>#ZFCLxh#FP>^F1Z?e z<7Mu2o))R<#CeOkHDwX21f$dT61iWUMUL*=9Dx^d5KV5L3H~aucT9)GeQ{+Of81dyCM{nX$z2-dl z?zE@hsSvX@Pm1gc@Huff>raywG9!Pat2|+XQ#dYg0lrcH?j}^zT_F7iIkn!Jdi+p&kf$L)&|WMZ+ew{Cc6g7xm-aEMOJww`q3l?;r`gjlpb1p12)iWm3IsZ? zc}b7sCl$oQdCWM07mSRS+o>?MPvfuNkn7{m(1l>`T-IWOX1A_dhPEP8mO&9C@=w*i zjd$xa6o56rfK4y-JifYllH2|@oNI|%t&r+jA$346?2v|Jt?v{06&m;gvt#W&vq@XL-okBT zGl18uv#rF+h)@0=;OV-RlptmQ*rQR;*@BAxcQ;+39;r%od}T9>mR|h3n?`It9Sw0T z-ggU+W^riIc-q?14v@5109}lvKX1Fo=C2^*xli?N1Ya3(NkFp6s9z1G>@AAWC379 zYefx_Q1pN$meoalIN!0+{=2=;r~b?)i2G)PPs1>5OVvQsy2d}Wd53WlO6mP9(`Hm( zCCe9xGeJA^BFuw8hOEkvzg94o>l-G>zKYFumC=NU=JDlNpN^V^xY^zxQYVG;z215g zXJEBoCE96eGfkgxgRY^~j>L3%OkxNBr{RcjJm~{!2HUDlZGYXZ_lX_I>Q|rS$0pFG zJz={?7OULPhv$6gYo`6+w7uIIJ|*?cf+iWA`Q<%`^-rOD&R2h)`hx`B7v08&#%Maa zgZiCV$3*p<2G6rPlM&CddCf;z^G2v_aAo)^M8@Qrd!H)TC)kUj%;?c&A55?0+xWd9 zmhORfliLQaw}v)vzb9s5A12)`#)^$e^lv^#>;sUCJfqGel|0EYu62=&bFYgL|L7{K zSHrm5w22>;6dnF{U`{AI-)i%$js%S>{0)Zj46Zhz1{#;NV;|s6$M4XEpQ_BH1b+;N zAh$ATEFA_cOB37c%N&Q3A|gbK%gGFYl*A~7slsxL52+*`(nE*am~GiTklouUOTLp; z@(FnHCcu`%*XV*<{!VTl!_?AVp^_3YvZ3z)=9#ox4aIu@O&$$_&<9a zs-NMPt_(kst#>5}>rKF1xsC6I1l*RifZB}IAysP1`F!tib3CQEslDDlQA?@EgaL-| z+sJ*t8BMfB?$q_RyH6%Ag=r_;1#%-`b8R!N4m%c@t5o15w-Rk>Y2J=w=r@EbvCt#n zde74U_PZ{WD@pCnurQPM!V{=?(iyWIf?3D){@qhq?f9G68E7|G+!;SJ;#^iUH8~#Q zSLn867m1ZfV`Hn0KHNwZo6|jqFl|?bbA1R;_dQ=}i<)FW5d<3XKP5V1{Wuq$GERdv z9~yf3K<}`*@M&l+srMu0IyHZ_u^w033|4#t4wF&ozqqByvj4D}F%R2YYcm1|t)}_O#pBzR~tL0OYr`xi*xF)eIyEzCyPYd1_h_?d~Aw+sp=_ z|0#;#*)-NMr7*gXgSp#?I4X4}kCd#XD={04csOwp{$ybEDk63jm+A51t!D zAu``p`eZp*9BkYEOvPXleJ%q=t>kCG(&BQsL46pUot625*z4;X5gH}zs+wq>f$2*ki?it zCIo!Dtvg_$$@pXSz+-55FKDj-Zv+K$d%an_O0L?xoF-^#Hisml@#(}SzcDn#(y(rP zRvCp@S?D5|G`m9*4QZ^KZtXC+<{Dd8UYv*U8vkXSV#}u*B|&MmPs&cNy_3VZSwGj| z7OU1JOx!0xj$L3aH9jKZoT?nJ>e7k+yk5~Cbhn*=wT81GOuJ!ZuEE=G7-_AH3_bxr zoBCpC1w>HouJe+)c<&sGw^~jef4~k=e{MX>2r4%qsG4E>9==BvTpvxKRRmSQ6{=sX;OCc)7X+*oIFp6cq!0xPe(lZq|`PHn#oWSpgeu zcAm+zTBC;N;=@*0*?e1GSyy*{9IW&dhLwh%^ppk*#z$<-ATB#3LFuNOk&ps&EWHsm zUlye3bKTx!7Odo4@p@)jm(#_!!3hy^+id7AJ$^lQGhY91CAp?~s*)@Opb$*z%z%WG{D4AHyCr1?!jmZ=~op@uHrT(pre}OFF+kmY%;g9I7Da?L3-} zgp^4eSLWE3u3B#8Tl^NIiE#H!A6`KuW_{nq92(XQno;aX=n;OGJnibCzN zr^9tg!w|~Ea*2(YcX-v2a{<8OqK3?*9n!N({45~fWPCIGLhvXSV`##>ewVp6M%Hhmj0erI3Dw(xgMj-%*Uxr^5< zxUk{UL=8#|(2$gw5LETCWt$P8NE=KH_JrV34(8A*Jri`F<*77(9Zx{F1&V0&4T*&RLGjW%+jZL2!)5a#t8=4kPsJmjjWmX=f)9XNPZl3?#%-Zh z%SzljMztFd5E{}4OFD_GwuVT&s=*BXwS~{w3IN$Ur7<2mv1Y`uhR4uRR0}DoU;j6% zVO?)i81xUy;6Iy7h~VYNjUI?``YAkti#g>=6|G9q%M4YH6W)mTk!gnsx@yE{>bHv= z0@+p*9hwr4>&*on_XUQqu46-qqXw2kr6jClvGaeEX-yJa>pc7^cl^0|&TmL+8V{vF zuT)fhPQ?((?MSinD5YwI>a@eb3iN3HW1i6gEQ}&Wn(gE?=M472#!_&|$jA>n;V>uX zWJjKFRur$Znge2X>9hJ03pkVid|nqPKz3s z)bOgZrK;)AOjyWoz(AFN(zMnS&LI&;hg63+vyBmvk&P4DH^exaLe@Ua{n|xMH?00A ztEdia5dm78G3FqeHze0H|11oDj@%cf$rv2=DwHiFBjL%vn*%KX)dDmk`NJbD*o<~( zF>RaN;Gl@fBVh{g7Y$kv%-*m7ss-$=sMRzyK8`GtiVaSwlzZKiHj)IiCX~Zd(Ac6> zN!ma51K}=WID1$QUyy~^g*pN@=Z1Xry3`;-j-gIFS6gs_BOS*+$DVT#lS&>kGdDDs=BWPiw6s#7w?I& zGQkxB_^aVSXV{t7y;H|>oA!aiG88~XQo24RIx?#5O^p5)b2Q~&!MDL6%GYtOtEUPu z!*ereCX5;_d2BX%qp%*dUsEgonWp#M(?Je3F*%^>7e!g;iWfmw zhNFldg3yJ|n7~@WTXb%&V?6uXc=Qu=@1(4*1xe&;@Jnw$rZzsMxs%U-%>vkg!Qx!k zz2&Wb{1#i2`q6VIkG05xixnxxwN1;Hyt@cI59j<%fE{)hvQsZ=U8?sq*_!++ES_FL%II0zTMoZHt|U3y@it^ja_fn+Edj-&wwVSKKprNo+8YX7 zx~As7f4)1xpPftMJMOp2cC?0HkfLnNtzEqL*EZhA>`E#(d1)S*7oT)8!hi1g>Ib|5 z1#-pxW-9cxM&};x51oA%fqc@KJJAaaV{=!=v98-Tl=I0wymm@n9_2+%l(k;8K;pQN zp>@3G$Bx?eYJ=57H-ou=G&LjKWjb99?G@gtn=U?uc#&mkwu=76-v?FCJx5K`Pqmei zVrt~y4a^w8zG{FV-}A-iHCHa#$TYDE-&R^CY*2KMSHQW)EY@O&n4K1kZ$Y(1ARhmC z#2kZ6-?4$GtYG2cfe2q5M1JZ)UBNP?Shcr&$l3BbUwD~HAy>n4xmu_2;JnNKyTfXa z>Tn)u*;(iudtG?eLuT{f*Q@^|kcwTvndomn#wJzRVcuWOIQCKgU?NT)8&Va-^)vnR zTVue6e=AHqw-vlk4y$6;AQA2KqfUVgz=Zx$bvs7%k9o^Q`wR%gOX2iEID<~QEl`JWth z!z4n7$YXCl!~|$MM9In~Uyns=y6ObQNXP5X zXQkQS);z73Oe-oe+PvVDJ>1Iai10>cF<(2)Sj|8a$$G&SQ~j1ZeM+~7t$~qJ!|T(o z)$X`{8D4MPUT&_fa(y%e90x1%N%t`ktS3GJXs=+MvlUZ|9HmBG_3J_U2)x&luaFq| zIYjveFS`RV6RUva-ZeOnVzuzX!FuCWAYkg-jH&jKTI3~C_U0t8 zH59Jbn z1}u8-qllve%D2oKgyVU_4Cm2dR$>2`Ih-p$5dARUXd4xq_V zDv=I@|9TchA90ikj~mW<<<`AJ%Y9#l*UsIq^nO8@r5{#J8ePr>7JKY( zL27AxedbW}W|@y0M3#bAAHp0T;i~d%RgJ~6S?c}0s4=1&i&%igv0*K~kxe>=dW7%~ zK|d^6a6k2|X583ew0dQ#clSbC!Vl_@*w#jukZ2ohd(|{XX&)SD>qC=_DC&L4KFjn)|29AK^Xg zmErXODYH!_)eqi<7Y@QRUbfo zM0d3fEC$b(wm83`1%wTj_813f#W3=#cBv^Mjp3)oSdkpMOX<9fMdT|)OsSzcBZ@O7 zzHUuLOzHoxETnf4H3f^>!NJ$mj~+E zhgi4NSi@$>PIUOQ^XYZnv4vxd57*#QDn@>%8dNFYFzna>?sjzQXu9Fx2ZBYFG@}V! z*28Xmv*X5-z=?H&kcT41S@ZhqcD%$KsW*cS*|ng+;KmC5w}LFPTF%y%?S#v$+-(*H zi2{Yl4dhNcpSllpt^C3H)`KU%n#^Yp3ik~_mD>z^8^hT2>q7QLFHLOb zt1vEUpsu9z&cG3hdOcAU=9NYVm`s!1ONVI=^%49(RQA~cIUT&xF;VNVy8K{GL-rDr zLdNd*N(jvAOHa8=dRE+WA)$Q?>)xcxJ68!-TX|Ux-LpbZZxtml%EhZV=$*RZ2)?KN z9C5*41mvFIYIwa}O}POxgTBDGQ{v8Uw!{R_$@Z*%f2U(Cb_@U}m9TAvXIo@Qr;9|J zJUxv5q)l&Z97L@9JSekCp1$;D3IKU~OYsALv<=9BQ!BOZxoNdf*ncd!|0Yv1px4~Y zh|!6M24a8c6?3&T01n=!@URFfBHYSX^SzZv9D!Y<7x0K=nNBqhnnAP+RyXMSY@wdQ zg9&!~%sVsTm1jz>tUUJuT&EG10TOX=WIy{b2zvIe(6VBC&pR<0@NB<*WHM8trC0Hx zzKMUL<9h*}Cd>Y2{z8ob0deo{^Ln-e%a3WbN}mZD{N@>WmM#B#v#E$hoaZ&zg@!{8 z`>!EZYV=36#gg@(a9)l++z{Q=^mJ>Py$^*3MsoDvoH^T;bb*%mTrZJyvGYBv8H@ zqLz95)0 zdiFeHd0fwZMlKfN-&Vd0eMX@#O@p7&|0n1YEC{nFJd#nB|LvPcMVV2ta>rH!4aggNb|mBe zB!$FQwqrp-H$K>U30k^;A&x64+LDBCzlr2pdGAkpEE!nnSB;6>71)6I!|zcv9vGr~ zBvAr5K!V@!1i}`!HLIDoaA52EYcy+Ei{hW@DZz3e(Jk3BFL#hpmi|+seO>8M5Zo%H zylNE*8>q!A$ARm`Uf731w75aNHlvbm1RU1;`}q)cHD$#tV=%)r-cK%zCi)Zjsr29~ zV{Sf6LXdZPQWxW4MYCU+fu6}A9w=oIGCB!T+`dI~XFhDVy~tJ!Up-S%Bp0uSB17_xG)b9b$P65RaPU2kJ*Ic#NlFZA^+QPEsoB{OAPViNC=WZuPFOHJ;A#VtH{HIA%MMDxbo?HTb@-kpWa-7pG-V>OY@d-o<} zc9&7z!&fH@*S!;~SYT_ATL-`Lor^G=z#|b~Q_;YFE0CnXaYnqW6RMTBfWYAgHEPe$ z*~bhB^UZ-X-Zgad=^7)y{5?xpPEyn(X54_PF!b2SmmG(z*5a!A z&Lx|3?wyS3uobm;&9Q$I)Pu_Pv@Kzfn@G+M z4%c&CqW5o2t$KCqyrNId`5ok~_Ba{96=N9yCDZ)g8(KRaQ)>iYT;k{3<$5F+mzLtj zsYFC%taU7X_xs-wAJGzcFLx5j8XUj!Y?cO&oN%Cg<=j%jSOmo`OhT4^$&)@AUh zn(uT4JP~0V%Tz<=iuTz0oAb-~m^M+!TBl32eB1kxlo2+!=uvESdjL~Jc}#BNT!$yR zX=v~QspMfsltTDBy18B}GaUXO<^M$l{)@VA2V}!+I3QIEcF2SuPiLyH3y{P3lxm+%YK7l_Q= zVX8R--~Od(3|nb^5f(%PL!uX>VSNjuo^$sO(Q7$qqh67351-Hoa3MTl8&r39DAR4) zyfd!Z5Mv`1*X3P*5^vAH@b#K%FyW01IWg(H5gW{Xedy!&mUcn zUh_Sei9Fe({1dk&BKjPTk+f2vdx1AI3UE33_zBZ7*VI%7hBsH|AXBy)qRry_UjBVAm;t1b7i)`y$4i zp0>h4B<$RhmjoQ2Db=f8VXO9O-l7f<$=bP6YP=l>0jRQs%)aZGA4syHw;hrvsnFQo zH^^wRi&0Sg7>ZF9hGW7=Xo46Nf`lbAj+N*5?}M3GJ|4PhdauvcFP10yx&_1-tj%H_ zWnqya81=_p3>B6PD^$kYCQA%G>m*m{1;ZZf(#dQU zv%Di(y?k=r3`SU~h4D4TO@RHdZp_fWtI6D6O&pR!}rC$%`f5DU*32kx1BM=@CX{JmORfEQE z#^naHls$Qr7*7G!b(;1@m*N~DSX)j?_UDP`?b8_9wzCMLms82FE{KWei#yDZoPS`d zF$Nk-O`g_yB)^CrG5?>^Gg}#LV?0krtAWWq>rr-jh3ZakQ2iA=V09&$TrH?lD8#}J z1+>DLS=_guQfqOQ8&f{S?_GkN?%%C{P4%Uv0>Y%wEZvx3CbbPnj#pebcL z3t#r6f@*dZJz&Tcvr6X;UGQ1ToA~8;o0jN+NH;e$36-FGbyQ$0nt(V((~oZPp5C*Jq_M# zo@36)b)sy_6VfX&ta_rM-6I+&@|9+na&hj}8NX#-tE*$}&I|NMy(}hM!ft%80CEfh zB+bfdyo;qjUh$y;p?M*PGw}3JMRaY8%_8$?j<(1C&H4n{CsNz&lR-PPkMGi$e6sYWq`wRVpmWPJON@@fPEcS!jBih~2OrbfX46{T&l>MAeT7iCaG93l`7@S7 zn;IChFXN_&%&sGjfmt~{03zPcMaunCn5nKV7_XXiYN-C6+}5kC@$W*kN&1zA;^R@H zl&JDC>UWB}I)HJ+y}3oWk<2lXK?#7Wg>)g7Q}ibd9(A-5Oo|8}^BkrhNmb&O+}#;o z`zR%so)+p0cy#S3=xpt&c;nzyguiZ8=MMbTQ@`fcKV$p6FfDt>)fBX<1|%&hVS~bn zynBR^n>Iec5X*o1fPsOru`s@V0Y;#!as>wunIW$^cDJW9XoAiel7!Jf;04=7R-G(g zr0$$qlj(!76MlOPZrLz#+sEgPuUdnPTe9LTTg%>Hr(FOGj$Veg4am`JHoE7c>RME(ekKVg%!L1!r+u9f`pIZ zMpYUM9X1pi^q!qHkm>UMnX|TRRmW3HXvPgvd2i~J6JZM1-P|E1~3aG@Y_pFtq zbYAgYbIF~~A67yJ0+wqQTkcl7&AoUSp&O*7Lm<(rj3GmrVnW>9w9d(a2@=HQClH1` z=On2FL~AXhQTMmw0w=FrRrPV$3tQv2`){$X;D+kz{_hHLHx)|sn<1YJXS=9*Wq1#T3tefT4a-(SLadwlKZ;a zT2Q0!&(yJG1YnrO+#cv+86^w8cD>n4)SMwyR1JkeTIT^4NC9G(cxLj0?d=`AEoXvqI4BcaKE`O6|2%}$-iWZbTs#=m$? z+>J@UY^Wr}PZhRmXpYHuDk#+*&!|jW-_G}cvF-YDxc|f8ma`b@Uj_QV7a|b0Y+^ah z{qlty;vz||J>6zwD?1A+ucoUME#=`+IQ?phI?93>686l4+g?*dY;0kuhuKy|V=2^O z+I`!#S*^eN@Eftm%pEE>^WTva^}bd#$HjYgz3IC7JzzYlA;ziZd+jFIK(Z5pU5UQX`n~_-;&t-f1<0 z9mrW%1vy)*x4DXr_T{LjTVp&P6f%_dUE7v0oSO@)tUi{?8%8}KP7cu(K@9_Kj|%yX zu8H!SSB+fVDwc=+NY^*Yv-=;xhNua|odFH8c}J6S-|)9$ko~Y`nOP^?dEgh^!UH*P zFgYoyj*Y@4>2ZKoame3k8yT2fEBtv-a1zBz8AvBAPWfpnVTIZhs!zG-CU~ z-W+uP-dvP*MiB=rr697XQm&2oYlNN)2`3p;DoY4S29scLhOOI!-=jqhRxOh=B!Syfjb>~w_$-@VN7z zshM+pT?x1Cg3C4EIzJ8<$Hw8e@Uu#vS(DH2uD(?NcZZVdI?B=iNsj&3V+b#`G33Yh z7oYk;H?Z+izU0!ED&UHnKJkeeRmlp6%<^x-xPVyDDzjKzkxRIX5fYe|=VsEErhfO@ zXo<`53J%wW1k@F(hwJF|nX9YtOC{${-(Ly8dyx9cY`d7^`Q;!Hh`cNbfj{$K*9`L) z{NcF76P1>mS=C1oM$mrU2Zk&t$`v2BuQJIT`nV}k;UGKvu|Gl6$pGiNJx)vfWGa0k z9SD12op+djuQzsNlCQfHjAB&hr@y}Q?I-k!8VzcA>k(Bmk_IBissA=R; z`|b~I7Rp~~?d@sEwUo=gveUlG`ryLM#k@IAt8;@{ z5BHr30vUX+PKk?pQYhc}r^RAvZN<4kQOtCvV$Yu!K3m@HgH01lSbnrnoh<6d++Fh~K>r}?Y9b#{ZjyTu z=#94OM5lpa^3!Je2PrV{Fa(E;{x@_}-U^G*`fO>qnjBGr%zRC$h2Dw9TydqfHwKkV z*H4E8`uqdKPxYtBW@?}~m98J}EZNON@vvn-j3Bmp60ArhA(##Q2$%lwmHL99O2}#^ zDU5xA@c%LP)p1d7UE4A=C?NvUC@HCQGl+DzG)Q-M455P3At)dq-5}ke(nyDNHw-xp zFfe>K&-38) z{eXIS`qjvH6*W~dN*g_pjYB+B&(?IAuz4Av{PUZ4OB6}%*`epjW=LW?N{sO{r~74} z5x4+79|_Rg&It=&Zrf1=kND>2zrN)@jA}rX_6{GhicZPFIe!E${~q4}Vc=T-Ra7<4 zX&dvUtYSn6%Lh52kzMZnOx_`NnYS}qmhlAC<$;?hGvO8o=x`4eqmX;EkUdN{B@9(hYP_FtLS?zdSF)w!5!4m-LQ;QsyWI| z*y6L`b`;W-ck;bbKAe7~(D1a0n)}3GA8{z@d4KEdI0k$v-WkHF@8ESGp{ov?*r37T zx9$lN|CXia7_J@furU?4NWy*BKYu-!WvlNA5?jVhs%3tz9eo6%V=xUUp;&ue*b?&k zF?Sl=j1hWzRO_7GdXu=}ky&8}7W7ncc}AvIPn2qCje=psLHh0s7)@R{n9HI+3+Oep zl3OP}Ng?I>JkoxK{GNUfVATqD8*Ht8av!xkTh&vq*DRcUp}rIZeM6vGP4l`bOiV| ztv?<3)67;qB(Jw*%0_7BJHqT;$AjGnhBJi>J}I$Ay3`V&EoJ3V*9&c@;pe~=lSz-3 zw3pHGB5gjtpw=i6ZQgQ3m01C@A@^&p?2vvp+J`E@>Wtx{**iQoiyE6%O10qk^dK%Y z%KiP}EMKf>qc+Zj_gVix#RLBt;Q=3lEbcRJ?uRaCFLvRdY!>o5caUbhy0~Pw<(r5& zJ>|K&8hZ>hEcgGWdA(RQ)@L95b_K|6V#zMGgP1_P@BUOilB7tRAShOLEle$3PXC>J zzMay(zg^9ebSLMo4W>mvcW#j2x7OyX^wwSlgT`-MXYNTru9}^(#I(ryGdAU^6FtXI zg}i&|%A@-cD#@NJBvUW6HHdn85tw9(COH+aFtR*}Edyfj?=QhL*{otXcyWPkz=3wT z$p?C}rkF<3rjl9Mlat?SzdXITIB^_#!oK1!#k&5o-o6#j-ujb^Qw@ZzSE2Y+y$4p#PJkIvb_R z_KGMjEfl}*Egk!;0AcuOGu{Kwd(O!O;mdAMC8U2zyG8%2`|K#%^P;Kmw?wUL>D$qF zXwQHKN1)v{MobwipuK~9m&S_`qNkn)5v>-T8mNmGdK@`Y4fLc#ccwu_g-F)H=(^>GTTikC#r26wU33DGL9w4B8b*?9h z%ur5K8uO1r1#G;SvkJ0%jG;1-cs@hlwSrKaG)=h~n^wPRk-Ybdp`Hy#WeQIR7QdIC z3XRvWE)ZUaN5trKE5=@Tsl)}~r?W}QM8%z>ok03eXPy!hSTi}F7kohzu(tZ9k46B# zgYxH>aM9qet4w`{_#%_rL``10g z6V{bqa6@?AQSWLfMA=eZS$dTFT!p^!F+#@_Qb(^8*o_r28-AzJz1C9+n@Becp^9%M zjoF(wyfkN!kKwtNjiuh+`C^nm%|^lx+jadUA2{H3eC;A@6hG(xN}Tw-12EFsP>ffJwic2U)isWjg=3tVW|B} zRw(6bp?h6T@yY$!^m z*mQY!SR91qo_7b{JUE`mi6(@zHMGRZ(P}_lk2vFd17Gw=6+y0C@%daTIVeSm9QB}5 z9YY}dKdFw>Qbx2o?p2eb;HCLaJazm{J82a`jy0pzMXhpuUPWPgPtO)dF?5j*QT|om znh=<2cUU@N+)CDU$oq(5%SIMoXRcYU4@->RhFmx80o_j>5kqORcKAI z>4=~@)*b^#E1jLCcKr=9jS#Rm`f1j{k<4K1k<37>1Y(a=(@Kk&p=*`f&F^79Ggb?j zdB|={W{Q{H(tL9oU}a5f#C}bo=hjlaDX6GTxr6yA>$I3G-w<`$r^R7&v){vM795US z+^686KX81%qT_7oDaqRvW15*PgM|tQwJq+F$;d*Plhc5;N*-%(L!?30v86o`xA8m9t(6! zS|;9$>7(4-N}igN-lYoYze(qBbmG>sJXTu@F*fE<5j~65)Iy%u2^?_fGTVvk(q(s3 z&RO;VTkUuiGCLuhYQks)mGH>Va!C{!BlQ>eaH{Oq7AwOyewr0Ex25z zF}1?J*2>O9Ep6Vf@FGK9f8vU@A`lhgJo#&*)`$0tHS5GHuEL}4@IYb!%~^EZI0D5`41Bmb^*59 z84Igt{fQZrvGWWP_w?{bd*R)Y&<#HX|Lm@XjK^UcoimMfK+QRPhNE5L9Zrwbb6RaQ zUlOJJia^*an5F&KcV? zQFpxgV6g$nc6%AyIa5%byE1A@L2CO9iv%~&`Z_E+b~ZgwA-&}QL-zz4l1V;S>C!R~ zaK*`W(CcS0kYl!1&&`jz3z|^-!{+Ah4Aj;;`IU-e9fUoyJNnuc&e*E3|n#_!oKe%EouA-MTraiM|4w4-QAKe&)i4& zQ|2E>DFJ(&=GCdpH+||h;cqRv%sW#$qDF}UyFTyUEdlyW@)kvWexL^G=hN)}A~|Nh zqPmNoC+SCzc(9ZS@#MeQCu}kIcG`vPLHFc@FOV;@p^G-XlM;B0g(p02iY)_(ABe}Y z!fsGhPXM=Rix=xhTdQ_7$YT9?4~}U?U0=fuq){6y{W>l8Yj$NQJVllikMaJH9jWW< z>fIdZ8RXo`>$>(XeY|IritJLxsotQ1m6-58`5_5`iOh)flZ8sT)0X_=G1B72Dyk4x z4&~9R6Z>6vEmOd^8}go+AWB(SpYg>NA+hKU+0*li8*7xHHzhu;9GWK(Hesf^pMKXH4L-QJ ztlT-5NjQJ8xkc(?dE#gSvt60ii&N)n{841Wd&tyfP zTL=tx@xgz-asR+W$S!(*j7zAP_0oo6soIXV93G^dT^D$9QRKDWlQ8s^WADct=eWS0 zy5msm{rnKh7q4(SuNm%duJ?bOTlti{|EfhgE5ba^35I(g#I$CDUOZ%vw8o_fCy=*AS~Zvpeg9{B=F|y5ZayZ4K_WoP`e7N%(EW zUq!|9p8t=$v|t-jqtk^~n@R^E<6v5U(Do-mb+yL%%FxTtHAxrdkB4AKC!7nDVzVcKYZ767U-OO4bxEQJTK(?f%2ZWvOSRiffo~ptXDA=K^JKbl zTA+$kr;U^l1y9VlVO&7k@ae{|P3^j&?n5A|(uo%T*veh$CoA<17T{v#v4pbR993A` z`0XVFcYgj?Ha%R77yK?0OT)CLxGPWvExI3$UKCgqK)KFXW9NK!U*l_Xnrl;K$ zfiaGO*%=LX^eu{{9+#O6Y~%H0{HaLz=Xv>?sr=)+a1csOaJ%Gp-+Tk=CmPF~L3Hbi zPw{^Dz`+%`isUJlduDd)9AEYAZAD^3_yGCU;&Q|~5+!E-1p9j@m{zS;%|AA5Izn$` z{uQ>Y-nk4S=9A#AR9^v5MVLzLGJ^duz$WzQqu8f+_sd^Z@Q_Wq-?-aHM?y1Ri6D3P zJ&xBfJJmBu_Ps1!FRzahehRO*GU%@tnO(}Jbw&>g9ms2GBYflhwd=>6^q{DL3HyRz z%!Q}9X%CPmdA)D_(S#&vMf(}sC8$vFgjOks!*nwj`guRbeYO%ihcNh#lmL@oEW5k6 zo=*9227@?_ed&jt$yFS;dB+Jp#d4b}3f^fn+*hZfOkSTqfHikE!oG$qi^&`hGFT_zf?J|UUR5o=` zwhuWfc6CVGNGK19xt?R^_cQQ|(?bwLdJQKHxvo3qWpMyTLh!7w{TipcND^7vp%jq+0_1w7<_vZ;otYr}^o zAgk~`!Qguc^xLta>(EMRm)UoRB|tuQsr+pvi9EzXD{0u1O+rjeUA;<7X9>F-4oN@z z=B9oGwCfZ`!;0)dl)nO!glb>lfv{fd(TcKm|5{5r;CH{kTkh&mBOn5$wq5smrhl5= zSVCvVwA@J9O|+k%Q;*tYCUIWjeQJLb%Fra^1eiWc5pGUV|J1#F&wzvXnzYyjTO9G>N9R|ax9pmcq|`jsZKdECwogUR zCDQX0sW&NNdu;B1`VqW|WgwE9e=4iO<5_De(_&vZ z=fIZV-UMcjDyB%W(9jLNJ0Q0+{B>bltje!hbMljyE7Upm(f0>SV9w{pbv1*|iQ&}7 zg*ZVbHSI5rty;M6Tj*;!PmK*co6g#t5xdu`aQ38KB8uEBPwMKe5no2=S-_E4HK?X3 z#p3$Rmu#VF_1&~Fx`1;b^zQC-0Cmr&RX2;3*lIl3uIA#@Koqi5$9JS5VN^E4?u*4$ z=fnmrtKYh3Gk+~5KVr3#1J@Dgo%|YM7V)9Z%HdNwB@+{kb&E5XZ2HbOND6f`}w(Q&-lyc{n*4j`oT zJ)=ZLhsP-7}bVHT?L&&WH!`b7sO+w`bQwRdY)dg~gJ@LP z&JxBVu|FdslG>_-NVa1tqpU)7fMY9UKlqtu!2zyN!Mi{apD7yiBm0wUQy|=(E&^%6 zD4JD({;ygP^!qJnUu>eilr$UwQ)B#c=RccJT7u`nvUrY}`Eo&_1nKrE&wrol;Ud8a zcs)tq!z>t~@7V>3ivt1Yc6?2~Nj7T8RjCCM*(;w+Yd*iQR*1lsNr zQ$7~#V1PvhbLK9VJ9VR9YMU{XXSer7)c}{_8h^eWijmhRlWHqWy(TkQ-=fYg&M#yl zTb*;+Wx1+(`pP|@{#r22v_5Q0@WIr_(44!K*v=J3=zG|V9uZ!0ULN>3j8d1^BN+{% z7pCuW7&`p|p)aZOQRnBfLMX2!&x)L|a~WJy;4%!;m|eUp>`c4EwiTZ3V1audEW$&oX*T z^as;*DJJSq2aUeX(hfSjM}B^tvE8*jdKx=u{A%!mn~nV2S1zad!4&O&s``f82am?R!oiaBgR#->W0#y3vw2QY4$&gk@$L#|)XhqmoU-!Dac_Nhj{;g< z3tw}!ci`f$^g@g^4j*eR+ok$uNpKuQ*zJC29_TD4)15S3L z$huF(Mq3L7&Cj<-Mx8Q;FqP8FLSE6653Oz%C-q@l8IxF_P({yb88aCN9Giw+B}I17 z;YT)_$P?!Zua&V5T7P;Kwi!m^PpH{WalJ?tb92#Ii-IQ)1ikk`9asgs_Adr?FRuI3 zhc;i~V8omKLm-X?ZpQ}nt~z8kiSy1wJc-|J6_|DoWQLK`6KZw$n0#(26^NIwik3VP z_uvMPYp$IscG1uESxZSRtUOg>6YvJ`K3eXzYm&{2cOIWJ);x8+wPzNk+^`ih4T9iA z$D`vDm&u4<`gNu-y@T|?4*C;NKf4%*=AxQ|5u5XPc)MqTn9B`YgS$Luv1!6)c6(l> zVdYO}L;PNaq(X%I+^4zjJd4p-o_ABM&4rUM3sB!GQj`1=t@e`6GVrrEmW$jJ zPaqF|0&bTEbFwH7aorf`H?2?=7Q?8)19=gmQadz;Ya{v`izn%%BMcS(BL>swu$fq; zoojxp*;&tLJGwo$;_jx!`tSO07ngN!_7V1wrKGh9;5KUt^03xa3~ zxKQ!|hJ|Q@(@WBG#s=$mn+LEEmzIoug_!F-E&2BnugI<$`up+5eUsPyNSqQF4^r8^ z)~g>E9SrgXUZ3EsUJa?^zRpLhcxb>GgbbbeGMAWCTAtJ=bOPF$>}J32YQA%UMtpZE zf5-Qf->|?lW`UKz_qZbElJVk)rHj>WsA31H`{(U!E{j;2h|IC^!SyMcDV;#xhI|*4 zfZbLf2hPK9JL+a{6!OpFN3O4obIM6Kjer>K>wJxrM;BK<@m|49DRg#HxSB?US?lgI z>c_8A5U27<6wwE)`7~*E!qfpyg<9g-iZ(JI1lv2*=(v=^$WE#>RxBnX16|GUbf=I< zts$~)20SmKc2b&FqaN#)hs=JA2dM6^0pkIqnycOZP*icf^OK^SJhfJKAZWwI-+gpl zc{RK3Rex!)5U>N@{sdigK}M!FV!dbzT0rqWeN7iRHr}+r>3ww2#HssZ!ze8WG(Xy9u zFBIcss8KBRtX9;BG%siNM(m|-)8D0j9bEhMAqmDB+n<3g9%}6mhWx10o55!KKKV*bX8EdXnh?!4YD zZ;ADKabPZJ?p$Q`QW*I^|5Ay+U)qN8VS=wud;xwP(`5xQ zV3Z%EH;R=cqsUknX~^RgfMoj~~~ zj-}#Y%7=2;F0P?7=ti95a9)_AO00N+)Wnnd6?XiQh+y%mX`hATOsv82jNpU*64I9S zJcd5ru}j(Kq%wlT85a@_^X4I!b7}r2wFds)Dm6jAK~{vY`j$O$1tIV6b~_7J$+g-k z2f}6(HQWw4*DD_<9by()wV*oUlK7NM2;Qkn@3CFkR`HasJ@z)oI(^F)Bj(h5QyF5& zB?+7K45fvc6|p6y9s}g*@qIH>y?DIIk;N0gtgoXtIE}>_Z-kysIxxYK@4~o&#(JO* zY|5ucva=W@A~&&UO}K}C8NT@drZ2nOjZe>)UMxOgl6)At?g@m#pQ<`x25o zeh*H=^&G$wYi=}Vc%srk%oqtH6}bsdbXKd| zwnOD3ehfoqg{7^myCFJv;P#f2yi#WP;KnT15Ro?nz)1o2`e5y6H&WW0A4hQi1Wc)e1!_zJpq*!s5*nHisp4E)LPSeMT_36b zKm=75EK%U+OHP}Hn|+7$&boIb`mc6(m*bzbtR+4ZO(a7t0AT8V7u?k`v^Rqh|PWp{};iF#oQmu%|xevyX*cp4EEx&0usU zZ>NA7dmRa0&l}D|Fc9IL{@i0+9S5!6q91d~CG>fx?@-H{t%l}ng2)3H$COimRv`%d z5>v4Us37;R!E#T~D?s#ad{!^oIdHU1+Dk<1RZxf(vo#Qk4acLGz-eh;T%28QC@U?a zpjum!2C{zr?857dJB>)q&osq}pYL;uQ>3zvNn6N2Z@v)usTM4d#ZGKrn*7LTvcsMc zPboP}D>L<;@Q&z|7m(~u-_|Lb>TfHaK3T{hy+mHDyjk!Xn4lqRaTXdrEuYA(Y?z~L z2iG;_y4F3gFHMLGDDiS@Hn&xomf4rT+3UMM;^vrfdLI2Souhj{nE}-;eugw`Er5QJ zCiIhuM?lrwm0sM{MIy>5o#;qq;S+?pcVLo8?SPmGfRGf#%0CI2^!MFNK14m(I&s|` zKsi3s(K;TS(yCMr(AEp&>`@QC>sz=adbtTb+PPHGLLrm|EFF392vKz6j~w&W#|@1$ zy4p(L zpRHXq&3aiX;|n576ec)U@b_%8VG(aHKf59P)-nlDSwot#IEa*E`GhlZUf|V1X2x~W+~e#VuBLNg3t2Vo(M_> z!nzUTyuR{?EWU&Joks7i4TZJcA?@CGn^%nV5nV74yy2!|2`)%{R3SXl~+nLJOiSOr!cf$#;Tm0 zibSTUz&VPg7tW`$x!^}_FNybig^%_Y_k5@vIHgqtp4U1c2VM2-77S?>jQu3?1_j0{ z=aL6Fr`W1Wlg6sb9R%NC0f6nkjxtoR%q4fIPu_S(;~#+=h{*Ytr_%sYqItFo;`|=z z(B1`UM+8Vt|CCvr>N8HZPbj(sI{ZpbtI*f2^Q>mQpFh6pQx}A&-+zvZFC#fZ2ra(ZWigLx6uVNQ@Z z`EZ~x+P$@e>uXvnzHLz>fGi;V6mMO1Zpi6)<`sOxlxk}+&^`=3gAO%keJL|)M_v`F z3wnhB{q*ac-Vdn9q`YNRF}X`somJO3=>@etV;i2hEyc)ui8QS7KX)*}y`-DIfDQF) z9Y!mzZt5=*ovy0NIdMn9ShgfG0bnNiWFCZXFl<4 ze`@>1iZCDv2gmG#@-OlJlj#77fI+2qh#QrRSF;C4p~u z;6mXsS`|5yEn1Vj@|Iq^ZZnP4<%HnOY_POv`hY6#-F=crWjFpcbC7w?_4unWdfxfK zu!|&W`8uaKQtE-^^@xpH^CL<+5bHt;r`9@y>(Nh0Li56PKuXO*un{Kz`IKbc%;b=U za6pE0?G5f5E95cD#nR7d^;)wC3&bp60BfBw*BDU`9qU2ZL4Fc3J68l>AYIIYZ-Z2C zjBa;^Pa!@1OU##-UnlX)-|mYKK3vLd%+jQ8Jeo=$dPR#uKLaOLIQZ;-uUecF5iM*0 zlqpd9SRt$SBLK%AF-kfVXaEH2@_3&Eiv|SXUZaqnLp~3GpOa1?S@$9TAQ?#XY$^cw z8MmxKVU(*Rl;?6T9G{r(2pOLi&xi`AW>|!ryjj0H8F1R#d^~Qvo^w)O!FEujNEQ2P z|JW-h%e`rxz?P+dJ-Q#lG9@lBTTY89gw>zQQs3bQX&I@UPg0~R*@(>!96jdSNrzqS zffhvqH?>BaZcKojUe==9)YLdGB-KKMLlXUrOvJzXYZ?gciqN^UDZlU%P2dnSs_`EH z!}+77@g)r3_mhwjX!ly-pIjd}2bYJhVZ9JPVm)ap;+0Ungusx7K-6Y{9)~ZJJymnN zzAd(OCh6ze<}=R$`UucBTENV%0L0R&~b`4RYyH`+|ko zMxhk`YSkK0-Dag`i0z(l%m5eFx%s=9&!T$qt##YzvqCT5m)mrD@mBg~2OPeqC;kC8 z77l}c=2*qd@BJlFm>$HKw}he3>eX9w!WV&uMp*Qq5Z-OFSto@a^%0iwnE38D%BOOe zwV$5N1O}79gWCsx)E3RNm`rGowE1}}2-OEGFN9ERnQ-y9=&fNZE|)6x5rW(GOuBs9 zKBT1wl;GYZBaSNh*YU;06}8#YIROOlaM$rVFjT~I_F(P(Co^nE6V3NXP|Nu-oEtw$ z#?p}S&0>Hcz+flf^6l>6P;#@gsq|7rt%hMAR?@q^F}^%?RHXz3D!&a`-d2~ zf4}BJh7$=#(ixD&c|t}`=B#dxYR3Y$muJ^H#F6p~>F~%+5zQoGKPdO5Q8tZ74f4i| zZWb?qc^u_Qpv(SzEidbM02JR!ISJFLzUR!SjKao#j{VkElp&|-%R7K=I{ed9T#Bn|>p#zaj3Ep{a9D!lnkP)oD9voGTTZYN8leyk=4omRcdgLR$XF zZ|6iw*3UzD-1+bij10Kl3WW)ie>h>yI4?kKLi5G%l#Fu<_|uHVg=o!F1J2_~VTOd~ zoWr_Z2XYeCVR;rZ(hl znNVKLR_E3idEaG3i<5(faFU<#6-AMla1#|3L8gpeNTga*y|7^El~dGZ8fgUH%#zBe z)frSufBh^0qX!@wk(9Q&@D`ZXag0T0IxX0vNz!Zn#qssX{ckY?2lC`=wNrJn$jHD~ zIOIqDl76xt0SRmXy8ji92%_04EoyE1B5h0Yey!0AA+P?*89wwJCcGjFM6_L_7!#IN zTkTx*XatAGV9tj(7fy~zVUCTz&Xy{v^w)#MjhN>(#w-BPOkWPaBe#?O*!PQ<%Lu$u zl0A`q;rKeev#K^q?I8@Lq!d-T2TK+KiUi@>xT2VHL#?4AC(4TQ@uO7wA`t}v*o>L@ zLf$(^TpLeY-Z`7dakh&&kB%H~hdGf^38`L zt{hVB=uLGHXt%__Mr*;r=e*FeGUgP;Iew(=#1p^nC z6-P%$!?mg1>H+(U>x_(~I83GE-Fj8c=xRiNj+x4bPPg=m&nbAySv1-<;~fd>Z^KIa zOLoFoR2H2Wi#iYcNq_S46_)cFmeJhS*i!GL7aVN5>|Ac=1wxpo8+GMt9g+^FAWuHz zwxZLv9A5e{+$Qp@cphxg7PhIMG+$S0M2;1fmL)>OU7H5{R;UH{>c`9nzH}EXmR|Y= zwvA?RQt@PEnKvaCW+Z2@8)t#ynlp`@cx&@M3Af8_wsBj1mWx&@ud6KS!eM8KC zVvCeNdowT!|0vM;TO@P`M2(VvJ7H*n6$9MA;~=mm_IRPxvai*yS8G}P&;;IwuM5MI zYLKBtb8UfgSxSrCAbAFB!rMHb`KW0gyOz}xmYO?PQZ@RQd6mQHt;19E(ltx4_$Q+4 zLC7arHw1#i)r#mF!xBXD6Dx2N^$&V4{jOP4*YR1NzNSuSle;0j+=;3=-m0WhS3mjw z(vugX)w^R6Y4!yP1owS38}>;6H6Hg)a+F?-<8U{x-nZ^bgZ*l1>QyyU08QgM>~VvM zI=-M|8=HqX)?8^-X{{DCUWM=A6m3bjZUPa)H+D`=KJR*B_r`T0N8}S97k8%LAfCrh zkz=Umh4=a17`Ib(#e!G~u(nZ4R^rvlFMHL@3)A$U3Ii7D+$@zlpUR2Oi zvD?kNmqint2RNv;=3?Z7t!2Mx#6HzcVw;g)aEam3V7f>#={=8{V}JoId4JWH8hBa0 zR-ZA8iD$ED;#l75I$+b5h(07f*BTCgMBx05*M$Ek(O{$IWl=i?{(`ewJ6xS=4xDci zLUBsPqgd8@fWAEeshD?`RNr`w=s!foiwng|U3m2Ih3uVgb3N!&a}30tvpGu%_$_Cr zrHwD*;mFD)<1spJsJh;Xp==Wo+qo7M&J0-0+Lxmo$$MH2bIa?fZZprVQGrdE&d0sl)S z@l25x3Yd~D%9aGG#=jVXN-r)mG6R=m#5{O9xd zqY1*$_R^D3IpVjwd2&+fBk(2g7-XWMO`kn}P)R9v72cm{lU+%l?bm&zU$dA=k_~BY z&^`ri<4@FNleUBjz1c~78D&@3XtS>w(S|A~6!deICG-1UO#j-U>2{?`xj9*Ua>-yo zT8?|fi7=KtGc?1O`sdE3X4K`}_K@0#M$1z-56J}oVzDV2r=ky~9~{Irf(KgGAGSCn zmw_zGe0lMD4r-NX#>o$F#Qa{(1vzoOc_B_tRtCka6o?C50P9RB{0ETiHhbzeCSd}F z_@!PU3l@?j7~PjbSv98{R03Hq$+>f7Tk+9W$GD8guK7Ru1vw&i_hGKn5ftl75`|nE z0T^eyo1!0M@TgDAa9-EE5XI@A#Sj`5=avKTds@4emv}MBPo(@Ln<0ULB#BIh=Mju+ zKfet~aW;xCNi~rCj3<5s0@g`r<6c16;f8MMTL(E`6j8(WS*PaUoFfu=AxgbZY>pxD zR@$5TYaHFPON9xg6&GxuuU9kVi5Z zuC2z`s$?j}Xa*c`9<7)=n5`!Nm<{CwjR1vxDhYQmjgj2QlVw)_-0wTv>LhZe^oc*)NX3zC!h4*sTpPxy;2&MoWLD}(NS*m z-&~4O{_M-Qtvgg5nCB5_**cs4kb4Z|8a&u9Q8 zY%wq9Z)Sbw#>>htmPMFo{Pl_WgsCdlYHEmEmB(HV^}>fZCpOF_lv z`Sji-n2f~;rB998r;^6pz7q9@s_!5WO~y;Yvhfe_ZfC>QgFp@TOTzcSr(ov`>tyEz zRCk1(W)SW5u*93wA;aquNNeFeqg?&xX^BOP!2Th4Guh&(`zyX%j3V1_b#U~JjwA1Y zP;lry72;W;{_04d%@38Q6Pu{^x%;MM(>|`tFnC{wMl}4v7W!8U;o9obA58@W!<*+j z2%|(9r|VM9Bq&yI+L^d{k-M)l(?P6xm3k}!rk9b=#UY0S=f z`*VCxiO9*^R)OoQVtd#GAblVwRx<4vB`BVP%_ptqssz>0RF?!aM`rvf8 zO(ZP5yl-6c-;VNsFdU3~YW6)EgC=Hc&Q@P@>CQC)_RT94W6R0mtuwZ9crJ%Wqcr&7 zxXi0*Dn_=!u~9n2=$g1-c0Y-DapK(XW%5K!HNq@e;-&jQKs%^2jE$-tEDjKc!!;lv zbLcv953X?Yh;B`M2+3YRwbl)k(**j=ivsIvs&f*RXO5b3#nXj#mfGcH`ZJ6T7;l=d z;guWn=qO%g<)6%y5xHsp$b;{-v6oiKS88}dR{}mK#xZ?;bw=2|Aq&sKloC#E4pc_7 z588t^7hD1V9q4)@PSSINKSzJSd0w}-K>TU(lYZCkk4@P&jOI^y7MA_GZK=5=yvB^> zA^~k|`iJr3+UPVQWdUuMzUjy+)Y~CC-Hxy!ekEKpRs3C0~h@Lp63|5&m_gbJL;f-rSw59IcsbMyhB4j+Gei8(x%@o{qMluH>Oy?oC*nm-82#` zm_7-LvY*iLo}6=Y#@W~gUtj|E8l6*Q?}X!6x1nXNVpTceyUJAqPW-UTS3_H0?R+J{ z2OG-b<(?S8Kfk$ha8ptpTPs^!SLuEj_+&LzG?1qBD?J&}2)NOn6;jM0fz7%qP>h+qXC^K8d5P z5h*6PI!a*y8=YF8^`PnRDxZ|kB{ws4s2M*fA%w+bETqJ#8e@KO9O4OfHq0(XM4SRy z!Jf@8#S3zT*r0*j)85{H2Sr+z8*wAe|CBthB$n zbkjYW^oMy%c|LGBwb%icchG8fU!9V2U7Tlhx-W(EF*jp3fnOQS@l0R?OAt7eFn{wu zf1i&TVJ3(I0y-bp8ZljLzZhO5vBp);FcL*#H&A%hL!(39j9)I_z>zKcR)?G$!QbaF zqcp7N4&!#agD{|}H##mwmq$+((D{4#sbz!B(0tP%5l2>tJQ*kV0g)1nl-7d|?dkO9 zRme@q*GSOs8O{Gu%|&#QIj_90$K0H3JV|OnV837`ipk!yZ#TEZe5F}GT;0%Ur!YP( zg;7uxA+H=GHd=gR#I@26z)Af5n9Y_GbVua+R{(qRCJ~LGJR59X(eAIDZz5ldm^di3 z+w^-f`*q@^M;*5^qRuhCc>y&?#u&E6t?FB}o4;s;cv(B5`$;J(O1;vd%F5KcxAyUn z+b2DGBV!%bCW;-v(l>5(t^qEB#Ttx1q`WDLxVKZXJfgyc^XXw{rL zCQ(tnOZ70jEKl$9?#!&4%0U@)`Lb~`#t8Lo54h%zK4&^KX|9E+8nXA81j;EsIO$W) zq7{Te^;FVWMqGsSo&I(C7svcfub?@jYx=t6OGEIrSf;U;h6J8$EB3gimh5)z^BB9{ zv*%AVx)^o>3=EoqJh?pdMiEkR-66nQp6nE*!AcL>Oc$L0r3_1+Y$GMZ53dLbZmUJk z|Fr$cl0I6@pt9&5uSMqbXJr_Mfp(nk+D$O4mq?GYL3QLa8ZXR?xsDr+Ouk18tuBUn zUT-}_`5ln{OMk%3Xj#1V!L@RS#629~pmLzt;#QQjm1vqKsa`MUG-jjUFJU-{df!@; zzt&a|l(e_E$h-@TB{>RJ%=vvK27E`Gy<>N>gB4-@M3& z+#@GjuD_n%YnOv3KP7aRuM(<=2)s+io2PLZk*hq)Rrx|3W53FnO)0fONF99bcRGHB zrkk?3)w9fP{TEgH>&HegZAvJG^p{qAGHTVvgzuBAx7hWIqARo{{J16L#cKKF2jkYj^xJi zzr+iNN+vJM6Z`#(<=Fo^f{#^#?qJ4wDL*6x^a4PUDM1*eO|&t1kGnCcmKwTqk zVY$P#igy1;mH)!zEWHT!M8PwtN)y0d?AmLcuJawgEt_rBrfo*Kr#BR}gi*@t9rZU; z;xFeRU_?n))L|!DqE&3>`3K%8C;@E-SUNse!MG?F3b!f&tT#h@u(-*%)SX~uqOE3N zfb(BChfb0={})2V$_Ub5`*>KR-2ab{N*~MztOw?C?z&BL2xw*6fyk>TAOF`wtJA*j z3L6qU=nCjhZ-w~Rjg$}(Anq|N>e5^x}@{z6EFrD5>)}SC5Q^%_CEouViu@m?qQ|W_tQ=-I#w~u< zXy7uYC5D1m;@tD^`1b!iKP?6tuqq9e>C=w`D4kxwd zcv4M8*KyC@hxwl*2AnwDHQ3kd`~AB5RQCLBSJ;5CFeK7~>~=!@$H69m-J0S{jR7=5 zFzq<#XQxybqam437Z(I~?nCbAc_*eA^8mcrsj^hgH zyq?eTXpmj}<6X?(-Ualee-F^yA0Q?4Vtajei;bBigr2N3s&Q_?KN$GiMwj}+5Pbn2_Y5AE<$D^n|m8pcFN|8tn9t%<}GE0P*-Z~#<>3P^YGyc# ziTk;AVORA^-c4l(LyE&B;|w@D5YrP6S1C{AV@kdiT)ltEQe8|r$p27anppu=niMXn z2SVCgEKTa_kBpmx{PkIuS>20OrBGGSMd+o7mU`(J1@XvtuPm6)6FzP-bIVlukqIp6Id_}KU#z$ zCW2G|5xRgG>gDB~l7D^4TQ?r#Dfyd6heCw55+uiAd4pUH6=NhA6mQHAdu5-{8eoOu zDt2>E*4F2+nnA?P-PbM`9tIM6NYUf4IsjUBSf20snu+-kDe#v=GK4eFFt$!SJRf;K z9@v2!!3^*+4?+p#RP1a_hrEe~mRC6%o;ybg>+LtVffXW|Y1J6AsHpqp(%%i?6R$E@smjPBNW9lW*cni-R z%YQX=QuF19LlFAc%En8JoI#JO8lfH{Om|T0k!S}QL6uQvQ`ogOIgnz*&dKVxAblVRm6YI z8ySfYJBs<)Ge@*FV7s0>Ra?y&Ow?B@e*2fA3mV8@u?BnNNUk zpZ$hjIG2tpezb0;-rRV9M{0*2rslo-sx!RF#4(%v8tCA_|EEtrbE)*W5*l1BS|CU^ zQ0U2cF?5nry84$g#?Ke_w1%*u*jgj?r|G}sNU${YSY{{$XC@c~=FQ5vw`qPmZsl5|35_je_ZVl7wDNtjRB zYF=kqGfbYY+hur|{13F2?3d@bb)U^#?@45EZ`{jr8hWf^rVSSQiH7&T1ZYps*t5DN z@H@Uu!~&R-e-x$=pqWzT@QCC;rUcwdO99*jGZFEb$+OUwPfyvthREz21!{0sxkTG{ z)*81XC5JWP%)Yqm#RI5=Rpbqsezq5|#b^U&^O{?&ulq(q^_Xb?kQ4u$Sj=r8*>1L= zdW!`l+c%@(dDUGXnQ3KDnQDD`2LMF$M$k0b1cb?#KK5?^py|ZQC4ItqH|xqU`3(Gr zeq7`9ucU6=)EWq%Fuq#2O&&5^CV#K1t1GXXmpH^p3JLEVBdfc*N1ne&rax&yx2o{Y z43#b>yuty@1TQAwz#U9-7rh7zJBTbA9-~W59-j9B4j#jt**RwXd8zw&cJ-y7Li2BH z=Tv=^(LhjJlX4Wfd>$>(xH6X&faI$Q?f%KgZIps9)VZ>l z|BKXa)p{Wi8JM4vqT=buRe4I$wIm1R$9rf~#!ZIIshPV6yW?0kT`v2%^$Yk_d46dj zAENuLy4ktH-nCLj7Hcmje?wJMe;p~^!@{8_PnLneZ)nS^`ZS>Rr_o8;&Fs78?lcR$ z=Z}|Q%{-+rRu=A^U;E|uz!x^q%uhD1MD2yd%`xfU;P-3(

BFgE0S$<9oHLzE54+m+2vBn!5eCI`7)sN-Kj+t4#?7cvA zS-9~=zu)+WJsYw2A^*dh5&&Kp>Mlca8z}UNlLF=F_feNBNh2@o?L* z;7@IgMCKLm{=BsT4VJciY47@_0=GI(k+fhw9v(PpPGPQnB+JAEgW8usAR*Z|hu{7r z017CU!Y$oPl* z#HaKt#y~M=&J6d|Y(eK1e9g--e6D1URdL(QxIN>uDhNaMhA0Mqd^Mn24;v$;@_Ym9;oKT8+)6 z6w7Ku9@XH${qrvWSc)98y5pvwDal&k;rI!U2(#n@G*jinBt{&;sbP zodxuSw5*jCBNxMwp;>ogw?|owy{j3|?zyyJyRygrMP8a<%oV%$tIXqFGVpEF*nwiF zuN6X${)l=7M6OB5t$h@i)?gr=5P;q5k$JbhezmujL$!-yLh}Lx(`)DhOZZxy017F5 z1<{|;{_&0AzBdn`+&mr}&gs$c0pKMx^*lhb(o`!ChAlv{yqOzgJn7sdmf$a@qyx(t z-?YgUCJzCq6cKjJAVin0e;OMgHHEm7XYUFV`;e41CaxrIrS+NGy-TFDy9GN+LSFh7 zt={7fI&DA+Nf#(qPhNNA7cCV#zU`synBk*wxf&Wlpu1PP&){Jc0|(IuQ>45soHyr0 zUb!ph1-zl%qdpl7Lz3nv3g#6u7{=?oHOxXE!~2dVn0tx2f+psyEx!oOF({U-(9|j; zv%DspH$*qHc)A zVCT)^FDX9COm^@-FR5i4xVl)<^^nByLqlluNFe(Rw`;t>0bE}D@>m&u{yz~iM5k_* zhJYxTSy^6Ttw&r%zTFqJqR*Iv2BFTIGI2%DiAw3FDdA4z*3F3hd@g;7vE!V!IOY^^ z4*wJ1_;b~DbQu)iWu+P@Kf9mSeRNpS;K>QJe=QBHd(@`*r*M-wixQq^x;gO=_99dgo*b^KcEK; zr;?S*`c~{HA%U9StxFoUojR&hsHJ|RfpC2hkY1#tuVeVE5$P}6!uU1NQK{e{#CewY z)x1J+F6Ft^P+kA>noEjSHdXM1#4Uj%1rIpoQcq6gfcXX;5sN*3VgaLJSGcjR)^J$seagb@l~{rFJCt%eAz8=X$JC` zwXWvSx}n&=GZ2d)KKVT`zC_%FXF~5s&1@&U@`goi+h5ki$(DC}kSzh=!4#ifS2=a0 z%i||^_u7OfU^qYiw_ZCPrW_WRd; zKe3%LkUJriF6R=3i=v}!y1BXDz`T4C{t>;80X6)w(9|Ko_0h{}qob_2G@b+8?Q-Kq zTG3~l@_yg%0{G7i1KGg}^&4r$0{?+`PbvB~7j#^6hHz}7eGMEMXF)Ai&N935t~s}L z_nKBP&3z2rXVYt3aqi@pp(}P*idqdm+`Bedr23RHThNcMdW}LJ2u}muOQP%K=cDoA*dHJR?Ert-rY|rFw zNigElSsPxCkh?8;OhiQFRj?eU$el9_#8`abVPd)an7h#{rZZ1ooxt+;g=so zB)87o6NhikW3roB3Rtn)IXT%4ZaR1LJ46m{)!NxMsdtUPupqa_qn7;3r^NBHq=m*x0X}_w*6)#K9|@ zGws%~@~u|-2zfVj7vFz7`2not8aXu??)cflFo25=3yYxTJy$$Wax>YUU;X&`kH!ne zo8Q|jH=r}3VK8bp#!NS7J=*U*1CPOwa|X!Z=J?B)8ab{}MfrCXOZJRy9Rkh~mbK|b z<~#MlzlIBVjmxn)rw=S)ySUiPYli=r%K;5&B&}ShRs7@lZ{0x~iIrFMBCl*JHaA8D z4eX`7=>|r(4{t&+Ua>Bsz0Y~=V|;GLp68Re&^e@FJF!vXnDAgeG7N!F?lhj|Pd7c@ zkd|n)ZbqH5B(-A46gx$TNv09S1)Rq#+BZTa#B#f_MNLgUii@f zo1K#ziiSnVPXl=_`oH{i>5~oI6Y9b&-J^`p-pjV4aa^SqN6 zCu&%5{uM4L6E0WDFg-c4Pm(QZ5az6`(k8+ntL zFmNeWUY*ko{ZD?uv!}TF!EGz*0-T)Z_R87{6*L~9E{!PC*Hyf=htT5~tT=Q;_+!qd zPT(mfT8X^ATd4heN^tz_Pwt}%bt=d;@$}r`6c%MfeU87d5oF2!r&*{xbTHN6`ozF7C>IVni5-3d)1U*4b;l z_Gshp6Obza)T?a{&cXRtnf>ksT<&T0tXOM149}0V2}=ZD%wI&=)i>ar{i*N=4AF`n zV&y9b-_eGU8wy6gCHhM3sTg^OKcA67=Evj?Xn<#N8O`MiCMxT{llWKoS5%-}(qx__ zQS@<#1FsaFYMY>^_ty@;^Yhfo1L&rq&TWl*{3Tl3)T(;B3LZtAJAIvaOP}_2AZG%N zWv47`YuV<$8g!SOo4%%RlVd)EZ`aWII-7vr+*xVez99FLX|IjLS0s6AkrJ&di*K_A z9R%6)CIj`yJLMd<-*9genSTno%^GGzR}<9T7m})Gv2>3C;-DplvZ2^Va5fuYccw*Ee*pg1 zMiVQB#O>zvF>=+)^JC@v<{#~d;VxS|H7yaKu1RI_EL^^m{fY(R9;8?s6|U~}u8aY) z*?q61Wy5kXiQDYWon%elLGBIa5VvfH)SPYL>0*XBQkszzp_UY5a`tu|7NIGHb1kvh zgD?Bo32nnBR1mc@T2;vbWNyb{;^t96}p zgjy0kZRp{@d)1`xeTqrlY>#?2jiFeHgcFkW%IsS+f#CRWvFU%jLFNK(!v(daCbUl+ z_t5x*hd=`wN+M3y`kaKGH~v}p`F(F#!@<|nn4gQs7$JQs-}H`e#vAsG=aTI+o!~IQ zi5PGOJ>Lhy-U0S?d0&l&wc?)`jzDoc?`>K2kH4~5gZY&x(l6Jyi5KLOonq3Oy*O`T z+Izud9!9zBbFUX=GOeDoHwQTeWpwMyJX+WTjuyp=Z+rm~BjdD82%&RVRClaqgY(_o z$EZn5Xr;rl89OQ8oBk=Vq2SuwGclpg#|69GZ-}ktUUEeYsG_)}A>lzXZtrt!r8m1d zR?E1w@3y)QTZPJm@#$2Se=5Y>H)U&Oz#9^@^1b?_72Aszl#TQP1eD;MRWBqm`nu(j zwY<#!Tq$2MT0MKH+tMGJmcw-y9$i|P%~2WD`x=sKQ82We)*u@&s`@x07{o%~Y=2*U zV@!oLM~%g<>?&t~^^SjchF3+{?CUCFVK(78AH9bK`?%JG1GqhFj2O1P^1PS0ee*gq z$q!wkWIpHVq%;)WCHj2t^fcJ7O>fb%85>IxviZGMIx|#bJy%Gn=c?cLc{ZYEX1P)$ zD&7Yb>_t@Aw$)`R|BRHZwNgkg-0jirWpyJ|H-}Gio)P?0Syqrqt5RJK;aXi~YW>T7 z0u0ta#c1Ai(G&SMKmL>U=sL^*2P-@?Wr=_;`$_2P{B&lSjnsEH^6&3baO?Aj7RdGL zBXUK_mSMh|KBKi2*aV@yyk@Nz38j!j$#{N_(d`7dWc9#Bd}{hKq1m?YzmEI(EQ9=s zsjD>+;VYkzS?s(c>sTH+WRWgAMC*;tS}o7JDaczl?)SWLX7n;0`*bG;$K!&k`4GJwu#9KVzI+C>Fl$lH)}`_+R92Q34f zv{X!f!9x6I4#K?qfUN4;KIzy`@7_m~ zd0?`0o&;=H{E2z@ceGa~&~M0%q64c9oa;jSl9Kk#_3Gm-%(uWsi@*KuyKoaNPc$N3LMyk_z349Hx0J=PT3J2)>x*sP=y=?UN$Q_p z=XD@9(92Mm>Bb;Wpg1*4ZOBy1ZwmF${C`4Ygt6X+U?#o3p&_3|_wvxdIUk+i z&VjJ?4rJtSn1RW$TDa)Xb4v#{KjXvstF+~706m+6u=WMHzjgRSp1^8YMcz(uL z@f`0Kn(leC)l2+9?Vv`J30h>xi=amn8K8!IR^s+>hGAy=EBE63TMsp#{t(v#8c}UflUO0Yrj;nPWU2jEp|Jixp<$65d?VVYVr?H< z`R3PD1^w-(U>TX?k+GB!5V{r*l32u&Tu> zx>!^UCpx0g&_TJhZ^8NJ1;Okj``O)f5->)^Z^48&2KC}P=X@p zukCzNA*!MFL`vS}I23jpH0-Ic=6%-cj|w&U2+HMyBceg?@6A^G@~`e#?*9ZvMa#9P zORi0qtVXYnLbb&5ur-`19H7c2WJJ3!usjeEG~a<$6*En>UFFcqItL8~3Az)37b1QM zWq*Y?Iv*`JoxKJ}lp84cEXTVKy_P;Fun0WO_g7ec0rb8+;Ix^v$vyu_?_MtnO(hbi zHDR3MllZ+5@P3w zevHP&rw4pQT!KmkMiDMWed`b}8v8zmIdA|s4oW$XE<4!!l zfvi@F9xzJmJpKjA_J#57O-7;%jdUZ#2 zM~F_lD=&-08ZrRlbXx3rpx?%RYJ>VWd4N)(!wf&Z2lPh^lfY`2Et`h7Ti8oVZ*D4X z_0vvCj*020A*bq0NZ21QxMATVGhgO>6V9AVa%|~s_ZNn|le?g|uyZUl>wgQ`nn<8a z)KkVs!{W@O5XLg9V!oAYd?J&ja`S@B5v5rPN2=tbt7E|Xby8NQt5<;N*+nR_|H6m# zn-DirWzY{6Qy#=(@F3dk&PP}=A1MuMn#O9WG+5VixdDWHsGL{awPWwjv_H&i96?ctmVb*bJrE-I+8Jzwle_T zykcK8d!&QWe>6EUa0f zlL$78WUZPaQ=%wz;@e3YhZpDV4m7xZ{jiqo@&!pt!aZoZeS@@k?Yjsy5o5SH=q)`p zop;i^Cy*~Irdu*m=-U3ZAa|5T`ga2I(dAFJlO0DYMgye;nrp6GTaRYq?SjO1?hi~# zgnF}8p`4-aXhDh+?e!#oB!Vx~WjApFzOx{B@B7{j@B>V?!m$CYQFZ%i>Yi(nm$6O2 zEx(m%1XG5C8w7)FiDtAFhF@?)++I^Z?k8;8#7yo_a`yyHy7}!LHUT)bRYrRhc`y-$|=RTwrU408& ztnh=LgByTxd(UC=;$DE-5Y5%N*gBULI0iPepFozd3D*30Ac0BTGp=u)MB8F!#z@iD zm6Rkq)OWK=F;NC>Q>~!wHmphfcLfHbnY$W&C3C-n`kPLoNdr=CphSm@EvwUc;lbdH zq&BYFdgvW82`|V$R?89|tD!lnr~V_P35KbP5{l0mbVmjUx9?kGK|82?bYwJV!NYXu z-2WAq2WQ^!a~APPxAHmMz9Ny?m)BiO~rLefZJkyb!#4ZoWE8;)Sv^VP0? zHLg*HhUENnGxDrsW53TPUlE`nb+ujKXcY8cy;i&vv9#dE6naaiq_SBAUVH&$F{ptY z$xM0spUa&T!RVgn1jIx>FNSW!`_ud1bpg;RAm$k>KlzI~9L#obv;bBMogpI`NFsnk z1U_&(*81Vkp2fwgir@V`JF(6{2Z^VXoemSS|5AW_ zrRX+ZyIXjiU6%0eX(i)JgGTqzl2#m7@o3Q2_sh4o-3Cd zXwUorh9AuizByFm`#zhZbtie#yT31#{l8i_i(v?q2m-|~ud&pw25s1qdrvY;=E(e+ zqfk@yMjrA-eCeNY?q4tm+h7K4TFtSLC8`f;`2aES;0MM*r;)E8VsgCI-R$M>?q9Oo zuT0#!Q)6(A$gdWmDRH_iU@6u`1)>|@Wnd2{KFA#PkOY)KEYtwp^2&4%us zLeoVc8?b&JBfR&Ye;)0F3p8m;KZL=-tocr$xG3o_8#I0u8f8l$4-D>;Bm5H{`(S=@2HMOH?S4aha)Y$^d?zNyrkQ>QPRq*xHt5FMiOmw z(0Pe~F8%(+(LYTDEQS@Y;j%VrNX9-!83pXWA>%c-K5Vn!6;gn^HTbK4#(S^12NRwZ zzih%7Y8r5O@m7*Py0k1{lP`2Xz(4Ke-j0t!Bk5lO8_%vXNMwrfg`6L&_^Vf+%mb8( z5@tpB7x?x(5|Yze0}e(QzW2dWfarETOmO=^!|+#7OV0uo;&e=Vf-6S?2GIRN7oF|4 zrDWhs@4yKnpTjDCO%{Mu@|#W^arcbl2XLt9?dG;Xy5BY={VMPOFEsa~xj=85J^|md zb(zM7y$boOC5%3SR@Gw-m;NM!`+2=$4DE~xUkc$GnJs)kCvjbC(z7P@u;oR5^a5tp zEX9#_p90(OiS0Ks;r^BVBCWEtl!q3$bsw{3w%2#BM7mBT+AlZoIE~+`|Ff1h-Nu@7oGg?MJ8+oa zag=0vB|7>K-QB3VX-0{=Dp2>RFJtA8)o7$!^QIf0=gsD-Y1h6c9j&MdBo&kmTNAA) zN3BzzVNNTwG%l_P=FqDj;K<)nwraS++ymHvSM26hvn4*vsT&rB*9`BSW`;<1+pKKr z_<7~?@7}oqNj7P2l@+)Vx!YON)4`kYAb^hJ(dL*=SNcN^>&bLwyZ%+}gb2HrW$xG$ z*(6gn7@*C?I15C7Nt*H}_+T+jhq8{3XWjubgU*pGK>P|&r!N54to%7x`SA#9dQLo$ zk(BpE9|pEz`5e(|+)`{tFTKH#Esj(eH)|>!S(`VLNgZT%+BH?Wsxd-1Xym2RUrQE7H))i&=9rt=5_YQ*{v6qEDWq+F^y^$|g94 zi6E;)1Y)^(LXF=gzc&v6EE4PoD>#}CEdra;KCNi^BWU%C# z-DanzmF^=fG2@&o*Yq0;Eartu{Mf11;ayv|$*asaP|V7#$pS76{Q~BTT)H=uhC_(DHxAGvc@D?qLyxUVFR%fB1$h-{#)Q-)p~)-~|_SF03z~}FQop*NPWEr!b*q!V=vq(p~ z+==5hIx}J+Ti0ZSzy4!j96mV0(xG9t-Q~7>LOUg=!*}?z7>j*!e$QhL7vzfl_G;&d zzt|2LzFi-cU4OfrZ;?t@XZg$ZO3he1FEzK`Gt8-Z+7AVAFkB>tx<-Bd5LA4*+BMh| z=5nXWxsxxm0Rb3oEvU}6&tif^AQWV#DHXYOOK`m}Yq6G@9oEGy8R^v6oiUqBt5dJ( z1nW_BA7EZs_)J*g+iRwgQK}=n{%m7l-A$Q@^nhtL$)g=K(**AkbRRGRj?YTTv#4DR zCWoX4r2>@SZ9Wa4OJpVmbrn(U>Mn0UcX>Om}gp}l2`Uqc1wqnLc(0t#gTiAYrOXgdMs}Nsmi0cCp zHw?6Oxa2`WQpc8MtnM%-tKE^T;?K<;Y!)!c;Je%M(#1cP$w+u-`ZlRd|?1- zGzt0y$_NU#aFvwaD!cg!aFmmZ(6L}OHa6t2pSBlkE>pPJ=YM+ftPVbSGRcA#K*@Wc z-#zR>|5;InIv6_Y4}S?%HtM>WkfQV^V((NH9_-K3ks^4^K3Evv3oWW{& z7Kh-%HJa4?ab%bMsI(QK(?S_a=M$wVW@7~r9XMJK3%NQ?8nXSRc5=`SJVya}!*!L1 z?ZDj(&_;B&&Us_?uNy9YcoeYTdHdy1WQ`%2EQxe+hTAT%5pQt{2Q8H%I-^^C$Nd1= zU0mE2_79sDPftx{D_(c^!Xu2}T^#rnj*fgDKhPTW;dyD2+s$p~$XR9;ccJZjexB9dGLg@eP$}2pXZEu>N;;!}De|X>=A(GaG@@hoOKFXo|4^yD_|JqTs>T=l}^oh&OLSjDsQDz5I} zH|j_hx$RXnSIfu7{fhE8n+(-NFX5%}1(6)B1_JDKdOe zU9#3=WU=}{sa)38(r|NpLjrHK0rH4v$1H2scClz4qFyZTYQMaqjoNjbgLi2!OV?tN z=&_Sf^P0;^MJ_#Nf%RE>RrD5Qbz}2*ON@vF~!6~PUky=FlxP3{(pB7=TW z+cODcXsj&Ok`T zZ5K6*xAffTMh7Lp_C$c~qhyA}ae?H?umL1oh%E;bOYox$>kSC_#^8EFxU;r8a+k@7 zs(-ClKnK>pZXle)JxlG}lrXAPvgIJs3)8RnN!AkAH}ex(GnmQS<|YP(ELXw{w|23+ zV-1`Z<2p&tKfQY3W+MZ(rrehD2EWXst)Cx*YSJ$_7FwBw##=1~KiDx{*7Y!1D)x8a z%a}T~H9`uiqhu`D+{LS+j0&6f9%?M`uAS9en^E!am+Or*sr0_cF_-SH^BKRxce&U_ zCJa~*+m?;m(No|0JRjnPX-t8dDbg?8TB@79m|KyX1$>dce|ZAomxbV`?a*-Y*{J-Q zkgMEBGi~0J%`*Z-C0?_+-GZi@4QXl=IzBf#y>&x0a$}?w7ii|64|qOj#hfdcN5Cua zJ1B%Na}PRueWHzW9(j2oXL&87m7up=nnz>sv4wkbET7eYkJJ373&qM?*@|it7z-(N zUP<~cUy^#`_qzbr=tGMsU0RkARUK-kxmw=i75J*toXn@MIr_c+akpH$22>4?aF!Y4kiQlyPM{>2V@d%?+ z^IGgy(2N_)Cj%*MpgLM;gcUCxrdXV@HP?4jbT(h@G#M8oPv^z525yvG-?9hFl6pEh z%QVcR+VoR{>4%cdaq`R3ekQd*_QdN(J%Od%}D-?LSv+0!i2MbvqCS&WotDn=>=K-&_HHj&Xo7(y6@=<9Qw zPKhFC|Bkju>c|0sfnxz!!weF=`h9VQUrlSoosfOTa^%GBy5qwpyg#E34L#ds7{*Fk zub+@I=#-jR^H!<>2VFWIJXfSPP#(Z_QN!0wh@GJ$2crblAHm_~y2Il;pW92N!Ec{< z-_r!vZ~C%wqj!+%r3*-qK3>Mf;A;rr{qibz6b@E^1s^ zA=KSZlWYKCH6ZaDpI zvse%7E8^?C>mzj}R4{{w?$2)i*tl{42Onz=^+}RMX)C;Qrv%OmW{zM>qr705ol02a z3_kdAjAL%ZE@#zPoVpU3i(DGuW-AY(=2X{TlR{W1@{{l=&J*-imWT6MjVxGrWGnX# z(V|>gYzJKs7lfVfoK|xfv)7qwvwx>$Zu+tR0jKT|0e4Pg1h-1oHv3-KGg0(Fz@|>)oVz&g}b)$~@yh&`* zN)`R6z_39ey3|fe$$jZT<*1e69LilOYgWurZ2c*O)C;Do|A`V-m2DUlGAbi5f0njG zH7UkxrgtFAO8$PIR)kHb*9k&FM&a~fQM`_Uv^MrgS7hQ+D77DC%h?%lOR>Z*qVE@< zA*dQLKCXJsQsQi!)i6@w z1h~tHzNkf@v~}0}g8U|Dj$xw%C?wP}@_=H+7o7V$A#;U_+TSDqDttNJK>h@c|g4oZ)5$}{2Zb82)wePxgb#X$x=u{jYE|jpN z7a}E3tUC*g#ERo zm!i*p)W+d+`9mE-giq93&hAUt;Et?F>V39H=AT|NRD2!eh2bOt zMV>MYZ8pfws_l4(p16-JF{izB-A1z7N-4g$nd`NS5JB$L{3QmsklSiot9G|;NJGO7!fzh1L8w5- z&4bd`+lgTS*40D^+L8m}nGUat%!uTLiuK~%&j%MDeQ{s&J4TOwPrZvoXiy$TC~pD! z;C}lgEJU|!E9mhwt5G(=p9BL~vJS>-Ec%jJP1QZ<-3Z^v3?{EzvjwWz@822tOQ@0o z`T0CQ6!`Ms71(mSq7%flQ1PiBXh&JydLM zeGYcv)=Nr2Sqx?W=ov{UDNl8!BRUZi-fr-G*vU#Nk~i|vh}n~z%Peosak@epv@HUk zufP*{G)v_;3AKON@_yXIy2n+vKsfW6-Rg}N!@LH5N1#5gGw3(-K)FwA<3-M8<_|5w zDI}?Jkz2)PUK!j6*lWiEpiW=3eOitBzp$k#2CUdcs8URIE>a!2{Lwb z+O2e~EatC7XWlx!(h9*X+^VgEZxd2-v+!s#mocYpNC0vU)8?Od8bpnfmgMI+XYJl2 zhR2kOfVSjk_#D&vR{YphGR-<<0`56a6o6hZrxmjWYdU`I;~>G0Tnb97}Hnfi5aaN3Yw zZ{BA=?|$3CSe0yhy9uDK{<)GWvUkV>w4rHQC{#9DY=28|V_{GSFtUcN581a-aecOE z>-_qz35p>`%{W7s!nyh(e0ytq-mT8ZPBcA1ow{2UaI4uBtLV4@?byBiYQ{d15(=$o zZH-KTykbF4cZ^q{HnkOEu2H=%il;|A)ELU296w>X+~A&L&bs<#-Ni~4bpRufG2q^v zX&cDv488x284iuBVRdV4fIzI=0MCyAq@(Vznvg`FN$#l?@_v0(Ch&BmYp>7`}e zU6`EYo?D0=*}`KpwtD!~I2^EMV+8B45>NmTAesUd2P*}UPEFHM+mlYUtNyG>p`GGJ z-V;%FrpZDhF08`b%4YU6*`K*B7H*=dayr#7wkDLk?VV+dweG6%p6+7dcGYDq2flNG(UD z%OY$Cu5_q6Ma1_%Lj*?dDs7Fiue0`Sk1ZOiCr04wf#^p1ukM5^Ikkv>L(D+SMozPH8nKXAd*WI`^ zH~n^?^rYwtVkMt1T(%Wi$96`ZTYLsA6^xdwj48XUwlgnzoy;9{^{^kVP$I#%`8pkG z>GJ4Qd$DN#`QknYMXAx=2^R+L0sBB(!UxQq_helLVdQ*?`*8fNQP#6rpo2Kvn> zL;Y*kAD#hojf$?Zr*swzmpmSnXO#lkR|NT>W0HyGs0og1G_Y?2$XDlc zDFzHpGGk7OQQ25K?>Y@8PG)6TxT>$X`US7!R6wat5GrFIhVjB&E zP`{lBP^Z;!5O%dwx@}xErf1RB^?9^#xrDrq6{a5MkrZTkHLn zYg&RFcibFd_4}`6Jh_dbBJXa+UYx8^fgkEg26$1_AhqIwrD$}2z|!Q*JlJc8b$DxO%CjG9@us?{bH(?X?@!Y;3I&^u1rfHGo9aqUFni7Nuq zUU^xU8JezOBn6km37dr>k<$*tp)ZP%JxTE8F2^tvbhe*bQg#x^9+nn6)LKaezC_p! z_`c=TuN*21GV87&vu$a7b?NqHW?;R|XLinFwOt9QVo^}qarb3(Whf*R11nwKXPjn> z5Za3(c2q7a)QcOVer#l_3yz)rw(Nx#C6g|hy9vUYnz!MvC9rdO23dA7tGnZ6-8dO~ za^A5=nBP;kn{AiBzo4_T<>24n7Acfzg3gsR?D~b)x^%38MHH%xnan!dSxhU(`B}i? ze7OP_wXEj9@md4;(zK0(;381bt1~%A0(|-9L|aQv+quDY6ON7pj-`MhXC^tZ2*!mr z!4Tf44)G^o(o=0I1rJ!G4L9QULw9Zk!$0!p z%;W=%DoTg)r>n+Uo8yb6w0?Kga48?Td4($PsI>tJ3?+n_ls|p-7POb$k%!W0ylBiR zYQ0fSBN5_#wThUx`t#SPUBE(FXz%p&82N~ijniy9aED(~N+=}xUCMN|X*FclWj=|~ z{1xTy6mwd+s!>{hM{01M26qV8tTNANC8dh|5Y6=0c=9x}jMAIIh~7-ISoR)Gr|q1+ z`3cqVN+v8AvJp+GkzMfh@fZdTtlw3CMo4d+k*P4HILU#2NwOX;Qu-lA<$XBezZ0Co16{q5* z95_tjW1SW#GqXBY(WN2x^(uKWU!O$~>VenxjVnf9Ri|Fgqv*vD2N)q_J~-;CIeI55 z3JK431@0hZc@^0_eA{TZ6xkCMbMfrt8?cinIiqnChmP2veXe5|c+D<$ra3z&uBi+j zqD~@UlBGM7y&5d-;V>tHAwhO72B@ZQ#Y86@5)dHn#-6Ju){K2ghqENLG%qfQ&Y z1#x06DJ@%KPEIdxRerd+C9LU?lMn2(dvuAqdp$N|#FM!q+t7@qL)w;e&HEy!_Sd)& zO_s=6E^hA12A+O7BDDYB=&D*vdclLG=?3(5Q=ynMYN8Njs&CslUd-J)b9=E0By@%$ zVkItbbgj3?xv$W{N(b=JDhnG^yWtc%yCA3a<5VI!+~!*m=N)k_y<3lojyaDL6LR@3 zvHTtI9nYJK3h9snaXHUU&0|=^$AN1>@28&$J%fpl!SsQVrU*x3Qs}K&qvL1kOwO!= zZt2W|<*12neY?T+`nOiDR@_N+%Z)>K94zkyl$V#=_lvobEp1l&^?*y#-8Avz=a+=?TVzkM}udS(%v?f?2maxRly}oiK!<1n-QyGvh5FPvh!d zbC|eZqy5Z9 zXF{-c)RXNOF+k7Tk59Fyv0Dj;F+l3KMe}W^*@%ez6{V#|#r&xJaYi9Q@uWP#4pt@C zOwN6viSh$WICjbg(v#N3R9wB6Ys}Y5DGCaFM1~+gU5U8In1U*dJoqbArHL5wG7-GX z-!9FCE)Xxo=RxzA8yCv&;FA9{e_cy&-z~hqTuA?95aVO@&0AS|*UdNjsZeA*4>Pmh z^4I7Hko^-3?s1BB^CRbaoDgq#qh2&s?EL(r@`SfzFR&D&b#F1(5sj5E+HzKuQoT?9DA0We41qaiuqO-N9*`l zZ3vGKwvjn-3}1t^ZGv(z`7O0Lu)}Bhxo)NRdcQVPG%}-CTU(n>NQhM_@WTfKdAnS~ zm5z6x+o5wU6FdC2Q!G;%PV1(d_G=#3-F7;c`j^i0*-X7xa+&RgDIwS3H-$rm#8SVy zrYNB{dR`zr(zJJAX&MQ>-j0smg61VCx6Uo(G{1`8`7?&Sxe>F_r<+;lai<4JLg@D0 z2>$)1euA^nrNB2A&>vSti)twjhK>)2V%ge`;z6Gla-%b%w2b0Ffd+rS<$deCT!~sw zx;8wi`sP$`upFaK@w>J6T5o^w%1+6xeem%O2`}%P|8e%#aZz>M`>>QCNC}7vD1w9_ zAxKFL($Xz4AW|aT9U~%2cb7<~)DS}|-BJS#ozmU)9#p)!pPT2ozrXhn{S2JpoU_+n z>sr@}y?4-r9mK;r#o%J&D zJP)n-j`xNSmx%rDXpvuIM`KomJrARY5pjO-^$mqLRtJqpz2H;HQkGgN+jWIc?X6D* zztX6wdRgl%E`1`xezNbi99vkxG82B{GLxp|8ZlICgn$A&I(3S=_8yHHG?@re8BT{- z?ycP~=@^aS>(haF$nHHt+bp*eq&XMn-&E3F5RHQLsafjzLBra#i6<|OhwGZ5tO|C6 zpGqMN_~L)tbopGMe|GsM0L-0w8%7P2I?jE5+~Lhof%@coNREE;N9!k+4Fu}i7{lh@ z{8GL4Hv_N>bk`|*G|1oj5UUc&b|u%RFficC4JHlL#8)~!+FfVQw+nE%rcIuikLx^VZiUqF0v8 zt=xIq7(P zhTii>-Tp}D;yq}uAZ^1^-_5ogJ1Gm}$SdbSO$1qrP^HNtJj;J5t2j3_js)vg(>^mQ z7vLQtaomQIju8a#QX=6Zga;h3$bhaw0J8TaXaPtGP%2h zW;?5=>dHCK+g*(gjBQ4r%@itjEuJ(5QKpYmiRJpciamw*&kN;;g0`%1%DX*#m; z&yIUEaNAvtnDhs|3iij7b$cyhfg&3FhWhVkSCIc*WeL-3w$}4nYbNX@&P=%R_HV#s zk)bF;#p#rO4&dd2==TS;#?y|;{evI!9=GCSWrKQB+moe791Cn(wM@zKz%Vua&J)># zt+Hl@IT>xz~jT1d%v_4W_M#F}ciNR+I8NDz=0^oPy@@Bk|ok`LSQJs-$8U zy3w%DXZ<5lT@)*LP9jS=qO86UrFKmf^S#YIGO{?S;6(=nG^cEocsqvGpaWGG1F}Fv z?(vD>qJI9KJjfS30BtSqP?9+9;_ho(G(@2SCmu=zk)}WQjDPIfiz(c?-Z=9m_H8eH zy`y(DfmtK_;1VySyy1}@?bHMkR zZRxl7Bb2zuhkQNj0rrz}hCQiqD#R5rwt+N}QBe<3(6>Sq(xhjbk2ZG}q%)zO+qO9t zpAJj&J4@O2Y@1)n0SSD1l@5kEsqr2ees&XEmrl*pby*CYDw_}L5EQnRC|3T!#)MlF zrv_O<0s#978iZr;urEA)iIb7m!=*Tcc)wE48HW`Uxn%%+8R37qB(qX zt(@DOAWqQYCI&#J+_q9gzx|*lC&4V@Q810DueFZ>`rC;@!t0AwB7V_>56a?8OhEY&dbX)QnNhRD`B{uZeGfy|JKmU=GxbYzY)c7O}Uh47#j=A5zjak#*L*1 z^=6ILm-XI6R4m=cd_XtGhEH-f#nv4wo59I@+Z?N8X$}?vlKBeYIgbju>xT$_uZRm{UqC7S& zm)ltyG#PAAprEF1C=yq5j5ZvmyG5W-`y?!UR-HdJ4o~P(9P_$@hGY414LC9SC%!+E zd716Sf1QNyfn4vs$o&5}Ugkz0N=hY)cN!nvqWPo#+1EZ;BiT*5@^I>)R-jf$=98?riCuOWqZaQH2M#@ zfIODe6dJx_f>#T`R%|L~@~Wp-t50oxoG^_?i<*nXXIhjbr%tZ!JMYm)o*pBL3=PUR zZ-0)gw`*09v>L2UI(dZltsEeL((IzSbM-zqTShCLtm>CWb#-;c#`rkIHjeU^qaE79 zn9MZC#}C6+__>##7Se@&(ccb8a$UJxw0N{gn53xBgI#|++e9(c2C1UzO}~+QVMNXD zT(p-`$#cL04Pe+GfO|P{>&w4g{d$dHpM5_215i-SjD8)LZCQuHl(<5EGX3E}tAEKI zyDrndf()L`Eio?had$oL!a7`jXQq*I+tB+ZILs2TSMAZofs0O~FQYo6Zn5a56EbO1 z7&L7=o}N^vIF(2zF`91cx3;x~3ZR&UhlZx4wy&10BK6qQqM6-h7JJfuEOW=KtSn&u z$yFRnrVlTNfb5yms*@}L@{9e`dF?UDbK4^>be3z=1OY9b{CPHuSwbI!yAL+#0Zh96 z8ou&8WW`3#v`QoJXfbb5@7w#akpua~68V(prt2WoJ!jNskKJ5)v$V7_Rr0jUH-o8s zB&P;zU+z63+AhyiNHaZ~lAbh~W|ZAAh6Mv?n#o{6O73cAUUl?bMnB}GPKwFR3V z=&ZU+k!dp(SBqzA(N~C+NhNui!&p8SwUeVM-2H`C2TQ?DqZAiJKfpe}YM5A7 zef05(uuGNXV61~%zGu+lcs(E+e`mkQ5GYS*O)ub>%q-?rJ!v;USIOR!&VB5CzioeO zYDqSC&d5oF>G)u~lL)Jx1BeE~aa6#|eO)n6%7g$bn^i(AiS%VEh2YEhwYbJCIt+GG zb$@mu{`|UDrfkw-jFiV-R?)%(uIcj7tYur12>c-+fTNvA@eAB<7L8o-u`jo&%vR=y zhEzY2nLD4qc;yd4^qNf*9Shm$-=_=EMNdO)l>+GV)g0 z(S}>pK}JF!{0_g2B9cdix|&*a1&2#!QCU)$^~!*z?b1MeiFnm$NqKhhyep!_B+L|? z8@{~=cL1-|W#-j-9FU9&CN$;iG)e{t|NZF5b4R0vn&fOKseaBD$U}j{93vlv&ep!T zobsK+=UWxfu{52{vYI$}%9X~9ZNWn1`wF`P4caQ|ttdFM!HlHkFA!%b{vYV+;vTpj5+YvJEf5(jrd5QX~nBZX~S`#*5J8C^op)2 zo)@M!*AbUWY!hR1OJ`|w29A}yjz%1r!l1J|y6c|BSsTEgT3)=rT(T{q?YUyvOx2!z z97ZNILZm^YElV6~HdZB7rB(J!Is3&5RLeH;RXyiz{`=0Z4cG6)()!#~>%Y+)550bi zb8py4OLLfQ$ux>@8N9y@w=spe?1H^D!n*+PzQ_m%!+UHPGnI3w(Q(N_bJR71iXjODZGhk~8tj2^6}V!9-!rAZhY z8;|yu?Ft{CvAsOZRO@BSKCX~hCdE&r+qCM?Sj7xArGkP2-Q8SpQdJ1%t1QjR^4PKT z{GAkIls?{@5mK<;$?wdUTOMe&60tcm>BF?{Fb2@- zsHe*)^P`o8#v>aM^C$eL70SKeB66JfZ#kTL;HCh;S+#Vt*90KwnskaE!hC(LTP;L{ zg58oe3n@LW~Mbnij* z$*AOf*NIkv=}4z(qbxC%O#GAY+vXCE7!`ZnS>3tEVRzN`BW5=z5)$~GN(_5CtnI*^ z!Fm$aVQ0=HTIILjR1r2j+0KI&IPbGaq*03E_&C}R9c;sdZApaf!d+nl3JR@9A(X+o zpwp`GeIQ=WT}=dXTVEK=nfLndZvb>5h>RPmzLf&QT$`4R=W=;Er>=SFd1d2rNHJCx=~W%(jU_^yOJ0Rp^liipU0&5WgZ zm)EezLMQ8eBmi~-jgyC)!o{4OD@;gWxl9d5L%raK zsO8#GEPB&DowMS7nSIFp+k&|K)OMq6JTH$2ZR+N}NvDllwp6MWFQlTsD9{ZuWu?*ANm>yp_Q*7ovn7O5q!|c;#pkY~vn_0NUg$Gam~g^gcE}N6&L`Ja>&}bdp>bZONO|cT={4 zTbE|J24bLR*sR>sFPs}ZT1lC+QHQ0RC;>MuaA=i|I_igYCkdZm;ZKv!P(?fm@$^xc z9x+@cAx1iMo3J-F&Tc!jtU5aUB$@&w1GsQ!wikgEYHN+a$KZk^bi=MMpWug{^4|nJ z2u!@V&Bt?~4raj?78V;)8?VZyPTz|+2d7jF))z@F_Nz4QW*F7=L`vD=n12!RyHoIT zLSE;Q;88g<7bBx4;4*!e$wpCltX1rs`7odLStXbtpd2RCQV^749XYpfZ^sdu2SvfX z_uRr;nNA}zK7+rwdc1G2Yh!VkY)*SXLGkQ)IISUkSVy|&N!0cP4U6$!WfErIUSY;F z7OhUL2Yp%awKS5QUn#%;kXem95RQgFdGK3=jwONV1%cZr_5I263*Ih36`9&JY~kIT!`$Eja+ILa*e$5>aK(s? z%3e!YmhQd&sZF3on^7UPYIVbYX`O}_+G&c{v`;uQC)iFCXw|&4K368Mx7nGh#KYhC z29aAiZwj+p4lXp1s$Ll$BJMMI=tM4@zfu^G6K@31WoX8#4hs_hJX5hrGI*1?s|aI$ zI3=cSe@S9rZ{(`s$iapcIAfLBtpvbT2cVvG{ zePg^}(9H5VvEy?9@BBd-DT%sVQc{xDHUSw}vZb+Z+I#)#CE@KABpKwglVZ9|0j$q~ zrTfZ9?_uo(_iylS&o72kVsDqJO8WxY3G$a11II_)FhiT%RiqlA;NZH}6F#<#pz*^P zyq3j(Ws!Xkr*+-zMgB00=-M>0ovSb;90HSUF>Ac04)` z*~bbAmUXL%Q&$7jQa|=LTz^LF(hJF;3~95h#lwP+-FGVBwU~UjG*qTwyE1&AyBEj> zaM?2pwnPL3wKSmBEhIVE)S4e3U_am+jd+U@@4p1*1M)@yJ7eUwTQc{P15dlmw%yK< z`<&XFuG(XRzWn@V{j~~iDxG#uSZQ=dvdWeR3)Q`enO35G)O7lcdd+i+f#bcCZY4G9Z0xUz z5n5w=9~3I~E@~bhjTTvaHXc}mk@8z;_>=KEuFN^)s1;Mae|5#PN`HS<#mRE28aLoJ z!}F-(mK(>LMH!TN9Ig0*|6!KEk4N|)HVh2@vRdzFqi=oljPKC5JPVCQwTz(V0D@d?0 zrNLu=`YT?kKF^56T3B#OY8C?VlWYoF@J0Wr7Z;r!aDp-+r}+Wq%ahA*e%XM>L)^nt zXw;VzKT1PT=t(F4_h0%G11Zd@h$~lqeeGR52tfRB4{3m+{3`+gD1`A2q@ViYCMTX$ z76AwIdND&PX8`3~F2E``lMfOhff22J8(voiOa^8RKzQPPW7E*TvS z7Qkbg4HC*O<%*ZhkvpggwctsVS@CCTM<>I_Plo7Z{_P=Yn7~6a4B{RBUmk+i-J=_o zzxl8S=ShyFM#vkL$XSg4olhVie+f(v=iW4{&8335Wca9fO=&g5$y4Qw50#ya{!bG7 z|1lVMH{|Ge<332PxIq@F#lO5;EZte{Dc)iByjpjuV*K55U9ait&u=ntcNOdFIr85$ zi=u&C26un`4mhb82;6EyIzs;is4lq98aIgVy!fIJd^dVK*)S=LR<+`@s{gIu$ny6W z`svqjx7O8>uJ`?62&1ZP93E9{8U)AR3ZKA&agW0E@g)fE% zvHSmGQ5OIJ1VVcvB?DcM?MW_F@;?uJ{+mFg34m$u>EPVFl-XYbt)MFqcg!EEEMo!U$=Pbl>|vpbyOHX@PgB=s=%W7Qi8vZ6vJNO?yIfwNTNtwADk#W{)_ns`MOBETliQwaB*s)A*wp-Rc(;|m`fY51tIjRQQm~}q!bL;<{ z2U$GiDQdOdOiZ#PdeM9orR$JM^nOj<%V6!94B$6D{W>H4zfIBK1OvzpHOgIXn0)Y7 zuptEHJLOZ7GIS5)rt35b$eH#6wvSOTZ%-2hjr@GrBQ%XM)>DSa&v*2Q1)CV1LA59n zPcNOV`xL+~fp}bU*9ra__`iL6t3oc(`rJPdqX+3tw8kwv1^Hr>!eHANcJf zlv7&{{!jISe7PwGhV`4cW*80YnEE+mq(4LFDrxk>Zr=}wU-}Y+Q2-V%L z$-6{%I_p626#?Eu^*wTfPaf>o7?P!0Z{AP;8hDup`zj8Y@`N>e6xP3Z+6%)X%y4IP zETE1CEE(LxP2xeKo{Ta*&SLvjx7i`zz*Wrh=99!g0aw()pJ%4mJg?a%(;@6=F4H6C zT}vB>9ITLV$W7~gerD} zomE@MGM_w}37@W^`9UuX`_D8X0i;6!#5I5Y->~K{BZ++!SfwC8wa|25D%n{Ro$@A` z%JZkBc>5G){<~;2<1*SP-ggLx9X|bR7=j#OUB4InV@Q?PfS9YvbqA`V^aErPfJ?Hl z%vf|8@_+!wfsZurDgD<2{|}#ps-&J~%^$p?#{^m^fM5YaEL;E6`g;qRV(5&SU5*xW zy&T)$|1?+77tC}D^o4xwdP{gA)0Cnx&KXAd#;wWZqiF4G0WY*qurNr zsUPQi0h~RR+!^3+cvW-ZQU4EmgpU#Xz4L)OnKFUlEmqD9f2H`+Q)Hm`1cphH4wH9+ z$qm$~KOFjHZ*M`am}KdzQd(Fjo^R1~F01-u@SRne$GEhGF4LyVe~0%K*=v-fQkZz~ zHJfMpqa1(~mAWAh)?@b;a*%jpSI8w{pNSlljtO8-Ph&OX!eK{@l#5$<<(mBZj#F<8 zpP|P^oIQUENE3LMX`%_dRCv0+PJf!NXXMZSh}SyxYt>+eB>n6c7Vd9|ueft0RfkjG2DPrlgy zd;o^_nZsUd*7h29RYOI?lUHOlcf7FR}S{p z#{sjkBBe0&3oh`&kr!ZH2nv2eE{s;Hn&f}lC4>S~i6V&G8K6Cyb za`TF!Rg!hj5+=KvHHgWp*V<#sFiGs41k!dX6RCd9%_o|1iQ0SKr0+)e_3HjPRL~bJ zA+*CQx9?q|5}@yxvA}Kv{U>{s*(cg5$z%ge^M>dTD39IOW2wDxQYCbCL+cvqC4{%r zZy8kNKCoHni(p^Q3*T!|!Zcosii#?j4;a&Ho%NH?wztR_`x4ZftDaZmFWUHt(tKfB ze6Z5UYsTHEKbKxkZsJ(xbDB&-IG7u%dS{wOE=gDXqfg$W@87@g501>a?D-x_D(i9+ zZW;I&%j%|u|IL$vuAn{v$1p_~u`NC)kRsx|Wf)F58|R)^k6p1Cru=KjoPr>t(?Otp z*VoO!dr_OiNNM^fsJ?;wl3p_ME6AGH-tB6wI|_p+FVR#;1#)Jfz(zzuYXKFO?o0ud z<<^g&3MtFVu>*Lj#%keMtXr*c_iT%Q_ey4mkflp1y;`;Mx)N#9)3Tr*bAa;=k%j+u6EO6b+GV zeZoenC$pmTXT;*YYJ6m+dkKIjWSM;)=jPFdR!~i&^a%y#M}cnpbo!s_iiGNn|6wiV zvB{-uLVbMT`{#|J&CfF};eL8`f_ANM^QzWf4A)3c2aNT%A_z3YkvOb_;^R)J=oPAp zjaHNxd6(UX`%kZyOkRC6r{@zg6OS;(w<$4WN5!MP1+o5orRBXAyo}F`DS(7ZMXO&Z zce(5NsQnDrV2NGH82SwB3WxT9b&VQEj6$=}g|{^?s)6k4`u#XSVnzLY^R=$7;>WBu z%eo~rpdloD$>-6snmq7QUcYDllwfU#TfyZtb5$F7?j=#y5k3%b@;fg1`~iYLhWRe2 zrlM0{!b_R>4jN8F)4EP0G9RlA@d{F9c}tE=c zr>HFi2uf?P(mS_&bVQ%ewZ^ox8Jdy6O@8e2VI-_O_jr!@XM29(PLag8FqvMM5A^1f z7>c5u-`)H^NGCe10Rk%ynyit{Hj~PkG4;0PV=?`j81o|clCii2r$`EPe@!~cyBBWq zdxUH10QGYv=swTh{^2(mspAyr)Q!(g_4|DRu33RaH+t`0i^*nr|RAzmWiU;}$7%yRL&2DSN^IdxN zmhuGULuWj`DZUWTWgI}@yv33idEMMK-8j{kY=%-jZeMTwOVzr8gPeVs&I{*2CfaXjS0!S~7eOcukhhT4GGhn7~PUMhhkwvdn z{M#l;E79^(vDVfTDy1xV=m(6klZ=O~tO|EaHhlv7fsnb6g0H;7$yXVt4lq77VrZ|gPrgr z0qY=!g$`lDPF4c5r;gJ^zd`ZEHT%uDOm9+q1?Q%PTbGs|V(IZ_hBH{L{%JZjgUG6? zsv9kZGESa&L_}00PCG&BH&z3$ifDVV=(UtD+X3aO!9t_7qoMW4bZSZ)z?J~BD-jF(h-f^dqWX#xrS>hSMrgFW-AYTgr#W`Xpk0l~1 zX2oQ<$<^7-LUY_qf=$%fTQfpvDu?V&$DH(DpK7ugtx!BvDlbwwT)VyN-Hh+|0?VJX zUGlsa^UUrWF@8kHXMfZ`2v9Dkj>G-{C-n#l_?U@B`_MEHm(%uFCa(q;>CAUbjYYj0 z^f_=f4e5F|RAj6@`2MVn_y-sMd~yI7XrRiw-G5$l7eu}3$_uxtEf}$;q@b9FYVWot zB36Tel_7&{VL(4hhEiJY;`h&Rsg05DdKQNxpIieNnM?v71A&&KvPd;&ZSG)MEFF~D zWQWJWbqiyEVN+&$?UP5YMoNp4-nfZfOCW588y-#!R5uxAEA<&}Th3L^isQ%2eX-okAO-nMes1d6A^wKNOFD=xKX!0q4zqLCUG&q_-d9 zMoPWtNr~H%rlT$lk&c=9_|Y0*eGGy?LvXMQeyWLJ@bAF_C6@zNDKJb~9-du1Y&MMg zxv92S{J$mNrinf@k&ItPP2E{hsRP`ar-Tyj90v37yeev(ysA$I{+{b0_hDSZ!D5n7 zWgVrEeK0@3KssVsy+pTqdryNe^{ua~c18AJsi?f$*nJ}oU>}afli*X>?)`wqjR7uf zJW!1?sOL%97jcCsmPIUw-EU=#E5&RJruPw8?FCu*#FK4 zbkOY4Dg>8_?hp;>wxBAem$X9F%eMHQoMr;7C*ozh|7&^2736(Fpcm;i%mAn#X}V}3 zY@c1!xO1DSkvqe--g*6kf9gpMKQcGeBrHKWZOHO^#WG_V)%TN**HE$}4u=uHM%75BQhlWRZvmCO*{&6iP4=*nGDnFX3Kws)ND+;@Ub`XkdZ}6uJT#Crnp` z`SUzJa6r_i+#6uRsyg`!#s0@SsIRKzn@fYbG5c%`tmGNNQll0b`3=Is3#MJlF&xBd zYReMm)h}maSu~v9-Mqf=f;YwK=p>gyP5fEIocITxe_q6UkIY?SQXHoglG<*vxi8+I zsi4AGK5!5a&%(;8H@9Q5KOYS=+LB|S9&Fuv6!FB&kUN;)?XZts<`NkuaoWIPTzQi2z395x)V133;`}N88nWe0oM4`GMI~RN|>ORI>B)eJpU9d z7}T?++sXxODa|tXrEcI_h>5|{JWe;1JLGqW4spgh)87TB0n^PbUegjLu5(kos0s!c zLR>o0ZT~5RGjc+n1_Ig$fbEl4P!c`?{Znb05Xj2Kp$_} zi~LFXOzU}#$1-M12lU|7Y#~umbz2J{0NOX|Nl0QG9tAw$qQmLf;e)4i&tFYVraS}I zG@w!5P%8-vPI<1nGxabi-WCKkJ8tbe%_T$l=`06+^TH7yw4Bjsl!dmdYf}3$8c$}> z=WW_DQb~k`13ho*J1PCL3*Ll-#a6KNb-D!Kq9@-TNWbaLX6W-1Z6C7Hn95Phd9TO+ zDRQ99C1z=$N@?eomCEL5WzP$eh9N$eh0xGEJo@~G=npx!nAjG3!{~=JANIZJ#jH1s z_Ahf4Je;I$`5M!1x{P+fdKbrtD;BOn4u1>Qig)cd(9>%UZzs`PT>+o+>?}RugTsVe z&_e?<$cgBbLxBdPX1&ulG;DABcJ!mri=;U7Anwn;-@c#$0_2GX^UZ4S*qe-Lqp8W- zC#8M;Vt$m>KnTE*tiQfjOP+{HdKSse$oB5;0f|JlS@Ay}_afK;De1oh_pfh_gCGlc z8PiYnmfw`EG`J!~IM~;{mcw-`sjK4ET@K)nwCyqLGTCU`%!`@LertPNxwCWFog>Or z0=6?o(A}%x7T52L1R`Ml(wWVxz$%N`@--Wvvjc{SKiwWv3AX{uhd&CPHk3<$!`iax$Z3Usm@~5t(4INin2Y5$a%cLQ zkdTmAno({@-6^cmD1rx!T8}6csr56PZ4WXGp?Q%jl?Ca~fP;p>eX8$=9b}q_xzo)E zH@_fkSBFd^_#z6`oggQ^UJGirEzwxhYF`#x7Ytm6Ajcc|>sGF_TP4Co_-pzK3G-Db zH_nK{;LW$|sZ20-X;l>4tJ4=EAPiwh2#quYtz2fZDIsgua6_J<65Vyla!wt`ZYEPM zbTpok?ZF=KXELFB#a|Xq%L197(u#n5TZQse9q^?!L8x%A{nNB+){*i3iLYF=wclSd zPXra;VKXr}o;Xy{J*}#Qn#2b4I2_sMW@K{P<5s3bSc{c{M&tLqRqC-7(a%x_0EZDv zFv<-*T)Fk2F@UVK&#Z$ZGq4tjrz9Hti6thbc&8DbWA;kJpzZwA)yj>PWVqitm^Puq zk;$M0$;D-%w^`#j<1MaBxm}kof9RM00((l}nz>emNqSso%Huj6tor9WoD_|#1@OOeoUvaLV-DlW*{16@Wj zA01zq*pAI9AL3osNn`GR)*)n-8+8frnoB3D`Kirm##C}TOuplB?p(H{=&V21H~GeE z`}IrHDBr1ls)n77k!tKw7#t0~V7Gmr$E-ut(&;olwaRICDOjK~F9;uZWVu|7ea^M2 zg3tL!q6LmuIVRO!K|+a%Ox%$c#ABL?KjN+mnA%8Q#SsQGgeAbUgMo;-+*yhQRn>eq zm#iD6?&M&xBqlf4KDOKz#kw)dZT39EjV&UqHR1pP4q9?M*m{VV5)l#^n)RW${oE*u zO~su4!Ca@Kl47dUA*vkzrjkYUktuhHS;+n4+>lTztWAU`!ZjO-v0&PH-v5br2N@_6n4q`pmNVe~!@&UD@%tHL+nP7nxQI7D`Tw{gq=8uT zkzQ+9NnBMqd7)cp2U3|iVh1D;&toxJnvT_ZuW}a$K2i~IkNajI{^=JAVG&+ix7@1P z&O^yuL%6*1BlTeVl}-{RTJ3FI`lI=;)?*53CuM=)k-?)}b+a2bqU#{zg;$&0=-WXu z29?AgRxq;z_&JWKUCO}^V@`(g)^yS*2}^e784C?0vFyjtMm|~QBQllp3?mqWHPW;7 z`Za19akmTkfOY>3zV@~0a8TLizE zg#d&fcTa;qhF7q6q_l6Re=kD!#VdX;Yi7#v#;Cm(E2Py;po{;^JXz+8iIGR`^z~B# zotA}<^q`D7TzPu5ez=-!wu^(Nb~Lp#Shz9Za!Qlny61XDM8h6zyanuU>e#O4$#IJ* zfDjYVvALP%t(957ZGA*aqwBe6WMoSu}TqTIxBe1J;Lqv$#*9ZC$S2yQesDV%=-}tV=edP`_ z=TE(Wk9q^oVS1cTM0H%_I=I)kTClcQX4ytdI$=n%*-P2|NrB^`dTvEps%N+g8tn?{ zFno<)*QpKQJ>syerxG5UcYuE+;vVn)l3%P(7U*q?$O&Hw{btvCvlUXkJGjHT5#%%z zJj;;c`fbw$fhHk8qCIMwbu!lZ0UYzS1MN^vzn!SV+kU(3yCzxs+x0@poT-6Qd#=bJ zpk>zB>ezU*Xwz#|CP;gipMq$L-r>zcxB+%)&;=I=BHu#Or-|!F=dG;UgBP#phkWcx zDa1c*cr-UXuy%ikSoZ1Q``;aIvWma3H#t|;=;=G4mp~#WBLs*GFP+N&UM|NWPFJo> zJqz{nR+V!Y#ZK*Kt>K?D^H&}bM=t15pm8ccg^Mz&Dy&db2N;-uHT$kgI%X!fz(sicn`P=4iyDixX@n`bEoi8NDQAtLN1Sk8&IXT`=aE3g>^ zq9Q|Ml_tPVT+?xCMB}mBs4=2o(Av)C`zm;s_tEjy5ypBytb=wazy+GTR;%ed16<{M zjk2VOgk*`y__+=ovZy`py6q3j1qa3JI}NuYG#~0{ISRhHRS#@xx8SVVw|_@v56Dcg zIMxYn%xCXzvUBgA)U8ihb}pARrENy2JH{Jn)G_r&tJFVPf-bO~K16;6PyJ$5TNSQq z#Awk7PXJo@-y?KojVvD!>J zfnl@yP#lQPjDZ7r$#%A;P1Y7%0 zF&if4?kF(l0FEVBLE(p)J-BO96 zCnmID1T^rJ=lIZOB>iy?Y&z-gqxCJNr@VCm#M2ld|<$NVr3m5CDa()3|*3 zyzo_N$B{R?i65#r8?p+H5W-NMvhgH|2cK+65bVNn*P+F2(e%+oas`SH9roKZlK6VI zN#a-g$Q9RP;A8Rkm9kW|+^m-d_2;?1!0ngEOp0NF!SP61G|(+-wQto)PS5af(Lv0LglU+mo-3 zt0I8ediCxNVs=A17xV{eQ27LU88p;Kc8oQ38478-Eirk`K-P4_KD5^E`tCp~EeR^( z%)zw3Ne5E3&KpwR8cu>*3FwKgrn}WP>C3J#TjP@UImv>nmT%VXT#zy|5wLqjU)vT& zyBr!$X<=dCbMjwZQ=r!v*JX-M$h;2X=U{wKIw(J1(o%pa0Z=DTs&6yr2J8PwRbf)HWF1Sv{27QS}0h&pS-OwT1RZQTFbYdFGASl^WHL~t3 z`_8K46u_%ILS(|?^Q6IsQB1yd!DwSI?xtGLvuyMZ5HoC!Qs1?IB;FDhkZ;TfLuQ+U1%?_~ZJ;rhMj-IWFjU+<>MG-92p@aFs$TCzo0X5Y-QOf|le zJyo@OUd+{jmGag-%`ICUYY@LI->rQ%J?z|{J@?v+%W-xPE%NQfh znInUiqa25v-epwLkk`^=UfH=z=ZQmCryTmQunNxx0_9gtDZ%xE}2t+if(r?M|oUi(9TPqiA?y-@W4+ zlTJZBYE0QsF|L*{TEyVZURxUe&7_^E-eG$t@-fjXy#?dXfl_{IRZFw|>{XUTXH^k( z9_}xVUJ2i_A;xU+=X?dyMckE?l+xyzLsekx*_Cje6(b!Kp32m1)BI#vF~pnbP_&4- zor_k?0tG$JIMw?sTE*KywiU){aG-rnxDjG-G1mH%py9hFwBH-u@Q=6&2oU`7N(*#U zF`?DN*xypIxU4_>Tnz*G6DD0!t6zhk>`^r_6z zM;{>kR1W!pDui`)Rf&p;Pm&yS?u@yHm9T}W3s)*#e>ae_tXg_C2vysTE|~AcPTdD< z-bB;Jj@-ciW6aN#6NPd_Zh$`p3)R=PR;RUxdF7fh0l_Wy;6C$O%{9{4XlrKIu5?BG zoMP2He7SC5Ga{B&PldCMwI-gB{ob3!T?Y+Fxwh1>*~N7511)YnoB|iD;*WM4UfS6iQ+8cCGnQwviW|Jl9T&ochybniIZxk}*;A>*gCJYUbW0f)$*j_iN;PDmd4 zaE-;G_BodeJ8Kb5;|~;y#6^~|OiG|nQFZ1k)yn*<#tFe2-}ExuP<~1P@`YIJwdv{M z4Vke+ZQQy`sa^-r%|1?w#`H&;7bKjG+ABPKEeFx`;W3j~%MkxeA=+58OMq|S%^b#v z4;ZH>ALpl{dS+_1KPHj5wUc$kfG3dHRzHj4pz9t0u9)~ta>y*QA<~S7-@6|iRCfWX zqmxys`&9=f$DQG#M%DrZ4>gnCok`1ih7RgUiL9FZ6`sG}t$D0*3n=EXSPr)WE6v$W zj=?~3sY?^H@6Et5Dc@w@^a~Wt$KU_74q#k^$ZtoBjlNZDl!*)aevc_MD|j@JYLUaU zj^~zc?KRzx`e0SLh<*#+yNv4QqD%+z3i3ItvrF?7%}MuoDbIaN1+uf-+~v(x3Y>-hQ|6#`0G)-N8vT%kfngTUhjLRTQ^qywj|>!*s^u z)O~XdFKd2p9f&~#`5p6pHGJN7SqlSs0+2Lnq9KJ{$PoNViyTqP z<~sXYFMe;`?y>eWd(>E$0 zRJ_Ogu9NZP%-UY(c{W`+sxZKQw{z#^);TV_OMrX=gKd~LFm>khVp67hLZ+cvYRw}f zLt=x$^_4>bBH9$pPPVD+KazwSj2)xeX(^rodrW?V0z0TGWwoa+djo_$_`EDGK+nwc zSng_W8TaeP#+u8l>8&6+1?T%(+RLte6{soAiq&u&Bx)Ezj0LW`jZk+6xT*IFcaEAW zjM}#&Qj4$zA>I~Y#s*~B zyV1qH$*Y*{W5uzy?rd`w>z)oM{h-K%m#JRAbFLkD%qM=+k_VdK3kxcuR|nf3Ij}mU z6p=mF)XzIoRm2x(pTqc(M5W%L9Pq<93d=*t8w~N7ZU6f6y(H2vd^NcCV8Gc8;j+pt z@p15yLLvrXhsl)r?|rxaK=K)3Hjf2;1lFh;B%A=e=-&SLh&a$yr8B*D{}9%BTJ%)u zWY45B)(v83$7xOaCQ_zUalRYM+SWuHjf@U7=ovREMK%-ANTW`hXRe9mxuUo%oNf3c zpJ7S#F-x(2o7Aj=5m;0$W$t`UKMiQmCeE37o`}CK7TmVl3fU?su!8&#-IwzhLt#802zVVmL@KoYs7F*+laIi(P6^@C+}Y?4Pflq9%R* zd=}Q8b=I+rzt7#+t>T4}bvUk)-R4@+L$E*irjV%k@DLdty{E@Vck;G?;yB199yz}+ zT}gDMd^HGUEqsp}`Q)d!rj~qXjQRqFoiq9T{t!HZrl%H){<&KBzvqXg=#Eg|Q0+cB zbtz2SZH4l7Zt%jaaTAm2=>#u^v1zH9@-@z;<8?9K>P zD`Ig;&ll=my0lGCqj&o4kE|a278toT+EUf2pq;Ysd6oKHl4rVHqXMDTvP-74t6csX26_v$22!>1{XHi zS$^zjquIPJab3La`E1~=R?Qd?CSaXdX>?KQVjun5G`Wn;{HQH8|{WnE(j}X zaHH*Q!pxKwyVz0taf(b?7z zRP*6ulsr3lciUnLGF4@G*=)sD9gNu|7m4^4%Xu>x`8WibE%RNA@8fUNT9w@5!*l%2 zvw}2|dJeP`zP|D6QCk%ipI-DmL-#WZmAVg7XztEvLjE{kKtb`MfC#_(s|S(rwJf#H z(HY;SJWrj`qtPE%MVA}IaDE&6nl#c0?@HX9AF#paf2Iu}-GpC4XJ2J|{*lNZzez3& zMRu|^4dIJpgu4v0T9zURu489C!X{yRtTDGGZl$%v5&JF?el3>AqK$d(&4ixSlt?MC zA;7AbBxee7QYA80=$6`SbXE;Qbxb)?ATb1H_BV&+w^4m_)eGiS{3H{BaFG8N%p;mn#Z#W<&U8m$|kdn6Ilb$ZioP zlgLOv5B1%$9x2U29vmEeuYl(D?oPwCa2d!5w;vX%BG&&$*;mI^m38kA2%;jOARtmo zBi&sh-5{OP-5r+_kP>O|Qqqldhag>&m%4z$rMv6G?=bT^k|# zMmJ8nR?MB%M$dhuI}dm9+vHqNnu$P+z%d~c-@A7y)M<-TxU0t5;z6Ijjholm{o-rx zxCZ-_#4k#G_&)rNu{C^^P0EGP7=*B0&ZfeoxmSMUgc1x-dqaq>e)i z)zBlCm6a7|W#TcR=6Syiri$1mL5ULBo^wC;p-u6@V8U{d+H5hxAQr`+JoFX^Ss^emt<80;hXHP~;Ida$~pY_4E_uwq{qbQ~hlI1!+A?l0sPBELz@4dzK0w7?T>0i-w{O8=gK`^rwd1a9 zppP?=w%f)`l?eLQTmg?!PBEXfE-nZJs@pg9jfr7NhZ837)j4jH3&lPUo=x%AE*;H6 zMo&pSdt(XMNzf|Pc3s@;SCa!VwgTvvRmfdFW2&YZ`?Ve~p zk3So*c}3>e#$_^>Vd0C=c8kTLR8Vw9AFWbeKM>UU1g&$>=5>U%@X77WF6;#dhvdS@-}>;L^MZi#bK^dhJe`V8nFA=fz??OtF$ZmULH zUd1wKY7tU1T0lg(ngs0R`;_pB(x;)Cptt$xVN z?$R>z_pu1W!C<73g%!0b#1J~A>K0!TMGnu!=>A@IVU=Ha_%uTx&!b8t&iK27M<~Hs z89FyNo2)B(JxknhnBN;pVA^aeV0}Pme>tPxRv9$wSpPaHZTZf|WTkMnjJx=Tvqx~0 zyWNx_5XvFR3uVUfQqYyNy4_aaPe7jyhxWl`wQ?_myUmi!Ht5zD2t>7dz0XA_8mlv6 zt)u^T)5(cIpf*0cwfSR8HC_a{hPcMn4-TDkTDt>=r%zxq5W&+Z6OJDS;j?_N!b)DV zDcLoLSHM2)<(u1J*@JjO6f)zrdSIkyQ{#V?_VNPxIWT<60v#M-r3x& z6XyK)>HaUnXb=K?#;k2z*B@=PKM>XLHe*}bGI2M8GkG__Os?l(Ia|`&x_G2%fIErX zP0PBzDYZ~@KlC+ZK-)t+-kJ~X{J{aO@8Hrv49YeUIlwS)m)wAJr9OT~=n6** z+-(&qdLWeSJ`@1Ha%;95YDp5Lh3{Pa=$_63A^=o#};r2FAbBnW^aR>v6QoO)yQQ4 z4;eW{m&0y!rpo=)cIakX)aw}HXrj}z}Z)%qrUh#Lte3snmMYbLFCCy}m z1(2X2g?ekg+WlFS@H)=0%FVCsuj|JXl47W?IGi0LLz!o;zP`*;FL<}rfO5PYI}J2f z04IGoov$DtZBCL$$NKX9;yGB8UG3M9-3$j@n0FE}452#vSKbY)$SW(D2%5#T z!(j0uJG)pd7Jfkn*nnPJ|Og>oW5?z#?F zZpc8AcrKT;TvQreC~WF(H>f7|{b@# zPN=mc!|>LjkZL6MsGdAi4{Ve9js2J^o$;U5obbXp*XO3eS! zxcIMs_TjjrHCEl+aJEI@wv(a|1qQFP!jvc@uGj7&-yY973X*s%u-$x*JTsF_>MQ{D z^dku$#AZTG$8`Zt68^D#`L1a@YSY<8MuV8YXuJe;<@QMC+P{b0=X#2lcsgLg>^jjuoMwlWr&-eU3N@k&yq?W>e6cDYhTD zcR4&~)Pd0~sbL(K7Y?d)4!x+b%i(4G6f`qgU5<3Nt4yL~yS2sI`{7x}f@&}ooRBW- zEuW~>)uck$%{^*=<=(v7K62!I@cWTBv~fAcjx$OvtOJ17_GZ~`&Q_Qf$_)s1#^YMIA z((T7I#7%IG(&exCCuirx-Ef!L=gqXb`4I9F_zR5>p6o8!uZdYcD;RWiH*ewDWYc(s zJeyyIlvR=2)GW=Ma;S!lXlw<#wz0`?eVu&p1ES9dAYL}{+t2w}Ghg)3EUunPiO}fi zEnNeXI zrGMYA`ajtXu)hF7!=o>0fD_+Er-$nXZ3Dsj^rS%K5y#Gl0+@Gjl_^xE(b_mTo$AWM zaj3wUPNO?sps0^VQ9g>gQ`Yq*Nrrih;k_UOf8iI4jS)CqU%@smk6nxw1P`|z_C^?L z?Io98*?LSe#|sLoFq7|f z3>1q}H0;yV?XnsXh|=zq0~3jf9p9OV*${DOncf`cJ{gx7JN#bp3yF#O?(3F}#d2Zm zAMg4r(GjG+tHp6Zp?=iqjK{X5vwL{xbe_*<0f{xy^%CPhG5q-I9=h|nJMBD?F9>p9 zaqyce=0jNB_K3^&m@5DIkx8CHxpQ!Iu?C&i5`zZ0%!g{KU9AAho&Ei2+&Nd>4!)HX zVyXLg?#BdCsKc^21RSLv2DhH)t!(qbHO2=bIDqlE02i!4a;vp&B~ku0g@c%;BWYEh z@Cm}b@44$_%zYQ$-ltB>2zZQ}e2Hi60490XR?e>MTPBghX9d>Y=p?jKFXG6XrSyOC zLkj@uHqsZ)kfA@s4F3Ay|8wP&b1hglGWg&>EXMybjV!VUL=UNzQrtvv;79TI8!knw z3-h6O1Ws4uVat`8MkiLKz!^OYaZU*p2S~+h)4CwF(;QQdxABX)**e}>L|)7#D-Ms4wIc-v&Xt(semt*m7U3 z&6lYN5#*ZV_OW^49~_S7w3>uPKt~4_X(XxmM}MlVxTgE0&))TRsIDrrpYpPYj3u`Z z0*QVAkm#SzFINsb?A<>-fS~Cs%{jz0`RK=sxEDNk4nRb4=lq4uxK{Yo%F*$;qmtba zOrOq6`mWqYgH;|c_tX)J?WNc}VbU-k%Tp~Rr^N}aFq@Oux;iF1-2i9pt!Fo4dO$dL zkB=F~Jx~2fNHX?xb@m7zs>7q$P0)%{28Y~1YbkBdRqYVmI71*A7e6@o`PlGAX*!lG&-NX-FxE;T}ei zqau3>E{Uip%tdL%C?G*yf)aq9(J8;6QB|=)e-~pu*1DfUTA&*5Ojs{&ss@Xq>sw*Q zdJM8+m^@k52wIw>L>H|k0!_cc^=R(!u|0@6MRJ=7wPf&}!V>8h%z%L~CF z%;l6`fqlzOB3up!|2a0S9*K9=8w*lz@`0Y{>RkCHd@jiBxjea;ID4sgGAoVs+lkgwnr1`3(_UEDhAwk&Kf{YlqTZQnOVoshTCl>Cur zPs>6MhJ%NGA-(4#b}eT~Du?=WN9IqX`+p+V^`G)}*Y#Z)?dh(byyI>tyzXtP+)$Io z;wDQz|= z1vIx~XX)_4gD)a&D@9xDBQxmmNeqhk`Y|$dB7L+sLJz-(X#X#@^4}F0gG~aGexC0? zm-i8K`5rL`XjwuNJSR3b8McOS>BA zn#hyu*||b}KCH)mMf!fHTgl@KJ<6pS)j=y|i$JzKmd#Io`KGViQM<0LZR9;;`msv? zbug}ff>*d@uv4t#Xj>!9Fh(-HtK#i^K2NJyI|f|`(tQO$Hr}h0{tXHIulnyl{o)Se z^}8qTJ|p~}-`xZDA;GjNr9vgqUx-&GWU5tmn@+7iHmL3(zBOpjn<#s`5b@)PJb8sWrcJ^Fp$HntT9*p^o;yrBz&u1mpM$0#Z+!^Dij_)}^fg zFLHRr;6YiY*lTwbSwtkB#AB3|XNO%8tsT?8=3TV9WO@$xlY-3=f_Bq?FVG9NME~9= zZPJEZ%X$wZR^W>73o?r~w}_~7F##W#qJ9j2&LuB`Fh|KS*8SGSP)vmskB6F6_}8bk zP0AHobIclbY;Q4%L$fCE%-b>IHn=HJs|lirT?isy9X93=KKzWpoGVgsU*XtOIpfLq z0-PpB?(}v$h5MUHS7ld*vmo38k6Ezmfa#NwQeV2YZk{$m(CpJ$=;@E__(wE=DbH{1Ud7RY**Rx)`dU7tPn*4L!9uQy zy99!h;t~dmJkwlWOgJMs_-oW^Z z8ymI+re{HWVWu3-gIDWmmb`HXa`luArkXrjDPd-$OfnXs1)$)fsOIgtcFfW52#H*^ z%*TU`d#z>t_7@ug%yahpYs!YhW2#;AafgzxzC80Lo#NWgnKFyO9ql+2!!+uNSU1Yj zm`EqKxb?^ ziY(enW#!UQr1)_hU$7?FH|aMsV>HMe}uYRHt`9htC2^&kj4<7k%pF z9!yn^BDw;~`%%Z%YZS5fLy#T|S@I;3loU?rkBX28BN|CwIR|=$U=e^sZVesjIeuZ7 zdMc(k99H+>7Y^q?6HAGh=TMXrZ7fr(v>{3P@Z6jddUcm3L~&3|p(*Tba$Un3mBqR@ zBKAc9)LJuBEbW8BydXx=M$&z?g(xk}M z)yx_XHz`^gE9jD}oM?$X%(ygjSPs>kW{V=;+G0?6CbXs1@oi=;=)1k+Nv(ZaDlbQF#y8$|bn-5q0+%O8&u-f4{Nbhk z3ZhHMm?m=Ssf;wmV401K4QDQ6=ghOiH#+q=r1LvZu#(RTw(j8QN6jN=z@mvVRZw<|f5Q$U`a*o7Bals*$ z+NEC~?X#Q&T+xN|e9VRnFJ&UvnpkT)CyC!Jn8#tZchQLtPs9nr<{}(iFXdyiYdKPO zIlJBCMQJ!vO2!3Zmnn0w5|OP{a?HGN9Q>`a>xEuqr*Ymo^cZHNui9Lj=3=_+aQ1${ z{ToTOTw`|QD~vIQJ0J08IJ_%AC`INN-vm_tevk8^_y=qbjv?pbya~&}JZ+X_$3fHr z5p>U&3S0XaDo1ZRJLYKGf^fHcF^zHdclb?~)G!L>%D=+LZVQBxceGUty8kumH(gH3mgd zuLecuBuVOy`yImhNTDJLHyFMgFE?J%V+b^sIq#Qa5bFUDPy(?FIR6Nrp3=@F$qoxOoYA#${F2H%W^2}djl!Y%* zrEgxq;<#%{I0yE=PSvV8*erfam8X4k{iV3{$dp@z^O{Advk)hj#(3d#sjWuQ+g_j4 zl6m?iwnN*Ri6!43k8ebI)Unrd%Fk;ruTa%C3LBiR3^pQbgkA!EChXh00h#+KO%u$shQ6KX*` zX8+=QQVq$qsI%H-(ZfulSKKqT^@fvmjb4Q?+LBDiyM zUK29UX)Z^tSZ+J|)Y#qlk45RQsowQq6}6U)p$2zsbzWy5N4G_c$Nvj9TNK?u+ZsE+l4oOO)sKV0z2& z;N_;+n22S(WjsAOnjLoNa7pi1iXq+VJY0L?lqDOh2YszH#@hsS7auS-Tt8yEcajg; zS#K+5r5!C*qHEa&;=1U_|L8Pv?&)afRh+g465oU3~R*af@~1}D|U>MO*FynB}# zpB#HA-a{!z%*<7+WQp%d5;*Eo#|l7X1?R^iF1Bg9=W-;}%dQ2E zAId;Iy`RyDQGkwvSiPN_c#rpumDGZ3$JjsZfeNDL1T1~uCHnwE!OIm zR?YD$wpNr9bu`_m&~P_FDQ7H2Xd?*-th>c06bXLu>rvKO@%>>mO1Atu=58S(?ze+R4-wp+kQw3M!)t63Dw>)V<@s* zn^uHhWh?k_57i2FK~KAnq@w14Y0@b(So419Wux1baQ#F-{Dm)xP>4vW=o?LE(Rc5Nb#5odUq(6T zN-E*PWo%x9ss0CmLuGLt+79ukP}WlwZH}5R+p^p^&P|pUxuHX3hobxM4oQ-Z9LB$$ z3K5bslYRZ9X`ZbzGjDP__9gr@5Nj1_?!qaEcduU~dFAQ@3Tp`|N2S?LbD)012WKmf zyn@+W8%M3Ko=E(w{c_qlkJenxQhgJaGNT<7sl^;ZF|K!NZuKlq1n;9zt%<~0()RIXRGjrDWu z_su8M&6_bn&CWWD^8ufe$r=;|FF%p+x!A~ScQ~4vb5bj}Lbx zxw3JP7`Z!~Ea)qrt1_>BXN*gTqmJ-C4{B2b8N{C{FsC=})(&nL@XdX#Ychp|4l#Wz zV2jGf37Y?(1_@#Cfp`Lol|k!94Uuy_-1+eJg~fe9z4TF5PD#YvS=Z1whp?E;eTE0m zRT=1_$|v-MH+%PI(T-&P?D@IzH7%&usV_2RH&}7TnOP)o@QkaZ#z$fHupl7BNsuRl zzK%(tQm_@jt#~wi8Kq-Tm(&71Wx#uVeAz{1JLVX&!Ky_{!YQAvJw5v=A|p*hS=V@G zLU|Npo-p9b47@Y8U1r{V9)iEf;P{LO@P}6>mzqI?Q(SA4p90$w$~y+xx8mD*!kgpM zxKz*`b)J$+Z)RY}F>*IeROsSt@*0l@+}uI*e|>jMq~Q0Bng}ebWpFU`vhb{nF*@)J z8Z2dOny)sLkCs58Y215+FqrB^Dknt&UGx-8OTK0 zH1HmFJ3WS2BpW+AOb321nZ2Vsx{xo*mI;Kow%6cyF8 z$-h>crY5=+=xPJWFJ5*%%(cw3?lnM&QN4|8$xqdLoWht?=HLi0uc=OaGzy=wv1nFH zy%K*f{m!fae-K0Zchrd1fowVPGblD{251BcWck(YvXC zHDzgR{?R`lM=pCLV z-Pt|!VxE)m^?fdMi8)f?9Ld3!sa!F_qy*C1u81h$Ns{e<&jFgW=Cu0MoO(d>J*9uc z#U5|NWof(q{_zwScMqfWBi;{D6yvGvkDVgxi!GlQnX8O#j+E-WnVGB&w$?%g+&Xbo zLY&zR)sFvb0>9UjTmxGsYvl;Vldw6y7?&R^ZEwvPbJK{JneCQd5a97R>BJ6=pJjKt zxr)`3gdQkXgkom=a`(Zv>{_N(eJy^!lG5|Aoeg<*p@n)i%)eK3gRfsI1+G`* zDv0>Oz0l4dBhP7PM~$18l2vwMT9SYN`sO>mu7~b?XV9Rd&rf3BO4F z{!@e9k@wBy8qWe^x77y8l}Yuql5|d9S2)PoNbF@Ho6c=@nna@IkAy5=nqD%n9nxS` z7PQM+f5grCcYpeuZy6@lCA8BhmTBERToAyL4Oi#%rRb(P;Qh+}b;-BxSf1u8@2pe( ze7Df@rC!?Vea@EB>13F4mC!U}Gd*`TI#qGAmKTGPmzb%DU3k()C0mSaMiZ}K5>m6Z zg$c-2UsgP8_Q>O>%rxp6P@*0#bjJ=_H%Gq1JsSQ#_FR@bjK|`Yx0%q^xqW3}3ZwXi zmluKawxWQfXoU?Kamk#Ef~RLhZb~m^r|}zmC`< zI%th!X9_;4yrej_N)OvlBO0kB)23`BU)Eem;bC8iw^g zXzo=lH&?y22|IJwy!1$UNQLGLs1b=9iv~)??;RdSOMd>0NkBm2D%`6jwCuK7S$|%F$MwFv^hx(26`-j8Aun&mM;WL5l=9CD2)gBGJO|uP_K2f20|zingwT{0?quV^#k=F zrt)x}v0Vn*X{$w`}IM z!G5map3X^Yn?^OP+wW4B1C!>5Y3j9VlNv3gT0pBLLeDa2l=D@h&%)`WMZ>}3ZM`1= zfpn`(ujOLQ2M^|}oDyp+kpnR{$R+OP$dK>$9aO`zA7;oL(#=TFSneb_r6tBnA(t%7Ex6M^tFKUJ~tKFzn z5yTS_uWA|lv1nZ?^ocSdJr;oLqsI{MV0f3)GhD8{r&sLOy&|^qCXjt!t-5W?iTkT` z=8tmwd@|w{o%~l8681|KClm&%5XH_u*$TfqYt{G1#lC3F_4Y+|YkWpxS>Vlz&>lrZ zN$35}NL)XxB&vDKD2}b|b&@DjgM5o|xrDu<{;WY;9oyB$Q${NBI>&m+YlcfPKDSoB z3hEVQ2P#tEor@~_L}^dk!q=*sXXl3F=a>YT&m&~qramzU{lh5!hTw$|3VM47vH0PM z`Tn!EV0ZR>v&VxNRj+JpOYl^vuZr51VII9rExvIR%#;BrXKY0<#w)+@c-0aTr+g$_ z%euuwW(=woTM0#a>#l*yZZF+p9B_Xz&%U-Qdu$wAK@Vf)gBQ{)@NLS)K_f`2q|2X8 zF*oEuKkZe_pCSgAFYwDqS8-HMZpwv1t=Bq0m4ZGZ3bY2dE@Jt)?R6flC{maKffefbbu^7ClZ{%jb5Y1_%F^Ryq_klf(T|aYNg**Ti&c^&xh4 zw~8Wi9&xH|W$p-uf0axJF&AeQdWzOWaSs7R|DDCRg zbngoF=UF`(LS$f=Bbk=Vdi=ju@O0>RiVj~4Z`4qhV|zGMc70YgcFCZU#15q@5qqi0 z9?;ow%*InJeGWen&91wYY$O;h$vFU^?>j*^?5@79_k#jw5n3L~C~lUm(5Sc%8amZI zOd|72u*!=W4OPbAzXl>HLs5`TPvjJ(#pk^yjCOcd1*h^ z=C`N2#;=OOwpA|NXa^s4TX1rubg|PLYr=}MC|?~gFQvl7)7KjPJPC5iKj&M0c0LBp zMZL8vU=<_WeMZc#qmz;UIMGZ8aCjT7VF~yCY2p7D=;Bp>Y7}><2OzH3Ra%<5m0v%r zl-K5qAZX+YXqB?sAB>*Hit$gjY}AyknW!2@&Q68=k@Mx=LEINertv>_j-&&RtG?MR z>(swTFj1Y;MS8qBslCW_|3)x&{qB=%)qbtJStRp?JA!DG?Wh%G;nq5k@Aa~&V=27f zIl+;1l!JJFmwoGZa+HZeZ(mT9)P_etQ@xLP+xY*)tKMw%`8AGx#0C>! z{By*dL6gVDN-Tv@ueDHBFzzyMM8_C61b)-wK#Ha}d@`_B*y3C6njW+Xu`Q>+M?dYL z#joC6-BsRLZ5)3AqWaji@c7@?`j4lumwK}eGjAr9bOtMObd7P(>(}@OYO|fQseEzT z_YB{VJDPkkU8l?Lh_TNBw!@~!z*P}zbQZ_E+c^NH^bH|-4=}zNq&*Zxp{_+q{7&iV zmSC?BkKS5;75DQGRrxd@;!G$#Aj|QOU)%~5NvLRBJ*w{{$;xmfRf{Ir?IK!zD#yQ! z9u7mj_n2ZnQ13;)-DhNz^Sp=Vmfy|Joo;<>qb9!ElCyK>!zOSA((vyfE!|JSHy^3> zlYjgDo8^U&2L|2PsqIu|CX!}0j?5K&l#THoiR5Lxg^hGgoamB>$yi%BYndIE)AZ;! zRz7MU*1hfu#Fo+PXP{Zk_HBe+)Rtpgt#3dC1>q(QGt6tU{zSMzA6RXkSxvb#)kM1d zY)C)G`S*L-!0hUM2zf{T(AK%!8}MARIVBH`XDFHaYtnp1khNw$tMd;4$E}9)falt$ zcN12l7z}$zbxT;12mN*7^m*!B+2 zpl{uYNKGtrPGjdhqwHJ?HOJ-pUK8)HBC={-eR7HSkmnHk{u>r4;Q>`NMQDGq?tBXX zkz^#Pqra#3;H_m;D=1aX6g7%_-7o{XDvFZ+JYoMkb8R1__AEj(HFl>fSIQap@gp*h8E(b6;z?Q= z1{*htq}!0Y1Oo1Am-}1z=Fg()jSgfW-E4eQ64M=Qiz$&Db=D7!Z>D?sGGkNiV?cTw zk7;$x5zP|00xbe=bC(zsEM*S5QCj@IF7l)CcM6bB@rpILx+cC{4;UUU%J#<0%NMu8 z;1%RxQI$BLRJIt=7EC|jv-&qw`d?oCkEb=S^q?K#@$8q?Sss9eF(De!0>RJktly7X z+1lf~uz~If=-NmH)czVzI5}Ncxg?!tdY=_n5urSO-S>+b8>pxonVKt#5a&E6G<9` zA*rYL9x3RJ_~DbvQExsfm_Y_nP3XpkW#ay4&Am-O2E%n-d;;SduXW>~P1c(e44>n> zY7GoV%txXKCLHUjweMFQHK|wC1HD=iljnA6|!%PTnc{-BhQv- zegCYOwsq(vIkp1*@vbtC*cVxNKCt}~Xxv#_mkPDk&E&|@uLig?d($4WAf>Y}jdc8L z$8^Bn{Ue0Uj=eK9e5o87k1i)+o2c_EJ_&$}Z8EzsdpAN7(Buk9&UY3*JYgbT1pHTf zioY*R^(kQ6W<&Ym*L>8`Ty^mG+t$2eK^R2u!MBg%OcsbBbk_47u*91blmOf55%j4C z_5RjKLXU@sX8ndSL7AwkIHD4)%DYFpaL0DLyShVwr2?OeV|B zyt*m$S$`&%{1sMQV}YcoVa?IarVQ9q4(v|lHPLDi#NQ}>zCvUey9US3x&V=H2M!1<6s905&nvP6jN6Vi(qk#2HNypzAr3 z&?<%DYq^}jDd?2D)=E5VW3Ikl{Oty1} z;!jmf#ln)6lF!ludPCw~L5SEcLB+~BDHYp}S%B+G)NU<;za!)#^KjXYQKFRVT8%c} zT61X4i;l8i3VRb6AmRGbP{;1>ruwv4d@*0BwqmV^VeXtruHdm5gW}fqtd`D|kw@vW9zaZTjq^D|{-k@Uw#}G_$70fxRPHdl;@Tr)$hR%sEv?1PJB^ymc=VeBPwiJ)n$qtBCt5f?D*F1l z8kL`6n3MZvg1g}9!%s1(MW3+baB}gCFFr?UD%(?Ns@@GC2k^ZJ3D@V37uMmdZvQGU}ER#a%WQb+hSx4k@{1SV?~l^#1m$7_i2zB}%FGjSaOfN@6PuRJ+HtHM(>0OO#QKJnYd8Cb`EWP-vbB8BOvr$e#?U@+Di8(g>ZO56}F;CElrd=Rp`6`zbraU*zap#c(& z`PiKP`Y3CFZJ4iok5T&UOD$@k9od1)rv z;(?^U{e-gdTw7`JjVkSFX_vu0^b^M;6y^%=;|Bbpa%L9PK*woNwNUiHSgZ z!w9tO=(u$}uf`yhFGNJV0xMi&%f;169)RDn6lc?y$j~-X#2G;n`fsS#ynm3v{ z=clIqfq4x9gr#C?Zxf!&x@uxbr%J+xYjbCf5ibg-CxqmeT-&ZLVm;oBBfk%;j9G zTk68kIM8GXT&i7c-fcJ`5A>B1$tLg_)o5EbjxqQ>_I~}bh1OiiZwX+wDF7W9B{ZG< zlevQ8$40R1u@_&g6F**l?|6CmFnzid$ya5FJ}+9{@BZTupLL`TS=Y?2Xgb|JrN~ax zTLY;)Gz*gYWm32fN>Xgu{wdQ(e?Q-Yxp{g|J#ncLNa%|4NGn zUSAn$v*f*Wv_Dd8fO|S0U1E3+DBhX3(I+0a-E(tT$^jaFRSg%D4WLc@sDF8+pRWX0 z0oArN$0VAA=l+@^_*>q)#Rh@97xM!nCb0MJx9W#JLL0X3ilz33?Vp(C>`PA7V-0j) zW;z5;uWlL=wtc3*Gdo?Bn8{CEaQ+xl=|$2Z>NZcZ@v$t)cj z(asTw^ZO?sg+#UAKJ)R3za!0hk_C3cXAe30)xLU5@-6qCs@$jtKXfKCj1Eu*lyz`(JY>f17D>6#0Zr_6xnqIJ>Q7}eh6+fV275U2WwAZU$w zU8|eZ1g;B!PW55GBV; zSpuFY)kQ(g)CGNCIpanK?_&7ocTwCX%}UGCLXD~~2VvK~?49QA&?7C4PSsRzvh8NB z#)>$De`tdNG~xi(&O=WTb!S_th369{Bjwk88W{&pn)?s%FsT}!#BK%^wN0}!&dBL& z1YVR~#k@|vnD^`NAO?vbp-86on!{We4oysu(Jwi*F7o@Yfcz+_|LSXNCD8409_3{L z2%^k+T<=1!Ym7$YYd{z#zE}WyHj2K%3kLWaIFGXAbmRh&*#W(8X=k^X|(^H#AFynanmw85|YD=OW9alI^!&4u3YMy5l z9nz)qYSlnvx4~n1TRp1@sJ_g&k9jwiNR~gjK+s1FQX*2xrmHWF>Y599_)oXbVe^+> z?H|}VI8=!mcvPaWutM0HGX38Xa8ohJg0+Ut9_!xs1)zkLd(2@e3hb+Iy0!t@6Kx9r z(dNdx5&YE0vaYYrv{}US1H=+^l-5sLM=1?~_$Bg0*yQF^Xovoq7Y;ey%eTxJ)xTv> z&(6_zx?U7SMguXP$kDTfenSGtyhVB=P9;{60xL{4i_f)(<0dD?%I)1uWqu3%{ zYPDHT`!0mqc4@&(6QGwJ0@^Zx1#_58mjR)EFGK9J)M(d%wkm-;cxK@}7^jo5sxK7~ z_vh*txV{cT2uGMH5sfIm9_+9#ppg(CgY=CD{}3d5VKBoP9?? zr-ZG~RU>nBKuS0zmr~iyEK(f;7jG`kgI(P`j&S$(r;6+?HWDt1fvpKdp}nC#m!zYN zTmMixD7h{j9M8CUF4l;94%fwcQ!#c#^4*y!ljjYP;a>EC__&S{i??THrkgth?q+;9c2_bOQ&a_EN{{e zEr8vSi{M8hi~aa@PX@f`Nu@5~hjkav&{MHSfKzTF@CiEh@H1ZcEdrFf{kc7$T~mja zai|-&&A2aVwY{Fy>1K=jkrc{3vOU5Z{bC2GMSR&;nc^ZJECnSdIA_;FjjKZ@7!uTV z;ahLgiCk`L#PB`L$mV}#RpI0_#XQ=lcJ|b#r5zCv!qb|WU(^QRv8?-Bz~lEAU_9DR z-Mw`iEf&|r^J%JgwX}-W44pus2E(=&t1b~pKOe|dR~& zW{qxwqx5v~boS&jEo8bhTYQ03uLPJ?d`G|^hhH`aJL&WTYB;9LU4064B#NLjCx1Y8 z27OakFaG{rKy`6M$5S{3)b6S99y!&EEHAG^0Nttk1?$bm?gP12d$o{_bs^`@mQq@s zD}48Qm~ue-z4Cdo_tRIdQ6(~u?z~-}Q}LvYzYN-Ib*SC*0!W&*Qqbz5$fy+Z-eUre zHG7E-8cJmJ3Isd&bg&Ke_VE!qaFl4JUK?=`7HSh4{A`N`ED?X!5j(Ol+KN1NxUg|D zSO+aT`fAo@U0r2C22cXoH-v#Y7w_+dmUO-Y^i7C^C{#d)LHbuRLn4?7yWgaT`2Cr= zDY&SItytsKxUdp9`1tH(wLGmwRag$2h8g;{WE&+|rAxbdaq3|xv8|Z;G$&@9?C;__P7;Km!C-UA~w=v_mMkhbE}eh%Js#pX3n*y?Faxu zd>L0XO%c(~M+#`=ondjkz1Azb7WsT&H*+wCOU#4*xT4B*OteX-PSkktT*tb3foOHM zpaeKSW?B5gBdh$^O>uZSQwf@Jc`EH3hf^YcV z)(ivr*5vB7;0p{Mf!o!CR-fqrArk4Bs+c|L46wJiH=OM(mmVyD8DtA~%8-gmoeyZs z^n>H#o`*JRo8~hl-yHi}&aYXBUdw$8EKM6%ll2%U6l=%63v$DJR8YF|r^13qDd{93 zROWc-j~17KV;^CZZ3>juBFNaF=fIIUJ|u|fk3=3#l1K$wno6N+3$FHD(O+uv*vCtK zsF2yOg{=2MkIy|J=Zc@mj-RmcjP5I%ZV_Y&!99h^NppVZ~ZtO$Rhr^kYaJ(fN^-KqY< zZJP<|t{IEgCcGFdlx(FO8&foy`n-JnLfPJWd%h{aA~Q{1Ao^fEn2&sPZr5`Bs3V&Q z!3Oul9L_GmpQvnfKYGJcNE+^!cqYQa{_idY={ac{XvuKfAxFZ6>)3F+r|PGM$5G+R*O0h@1`>-5csHJ(`M5kaGcAo+ z`TT^eBA2ma(7~;G0imW1*>Rs+lUsE+9mHssIi`5xe}3+KV$xEv+mt{B{pe9D{aGpL z?l^~ahPvRy-3#A(=#ZmIt>GszCjj$$!rZOVVsfeGLf2jhP=yyMPKi z;-{;4g=;p!3fQz%A-8v|YTI2hN4{GX$x?ta#*;DPNo6C#Da{S}E?qf-2odpDDl-9kAM#Qt@pAYk+?EhdyM zeudUw0~`9boCpzk zxEvAH?y8)>!hB5kl|-uT#|1Y+w@0=gS8>c4bibBc&A1Uh!7GBNJ>Tc&-!XAL5ta!H z!SR>(I){N?*tpA$!F1voO2Z0zrs1&Wva{3YCMC5}kGgqPvrp0D&#P+_=)AvJ*`GH9 zXUCPMtsMzMux>JCzOCL`BNOEJhQY^R9+R2#PaTZ^p+AjHtrYMAAOuIML(S0Fe$^!s0JOE$IQ zI*Y9bs*^*Mmjc)6_$OHU)^hu8do-ryH@9Yn&3WwUj>RPwF-L<+F^dmIg&j^>c&Svo^D6aTQ$bX(*p$ ztqZmF2ECU*S+|d0eA!H)Do?7X}>V_s3=bfmMGvZvf`%Ik$lfPaZME!@iyePvhYH#M`Kp(20ZY$_DxU{kk0Ip0wUC z+=jqS?BJlipf{Q$P+NOC=&t3Yqi0#3e1NJ77zWv2Z0V`t+f_XQR3Uv^$>VJ+kQA@> zy;48J1#q9WDp+@wbQIyxzPCJJTr-om`8p|ny5G>M5ZOhKju)Y4)SLa@xncpqXrf+r z3@Nd+kn2pS6l;0)SwsOaVD}0&i3AZfuG~<$!kWVXN~Ax~5d~+=?=SVKXfX0jQnhUe?AYy z_Uh`?l|GGMw&sEjV|x;FYGHb>r*vZf(}B~%o2h07&570R6T*tt3f+s&HUMQdjWey< zY-8~vFF+*H8}76%EuJoFT72H-Z0seuc>OpanVHUdaxdL$U+Nw0HtBWShC`jr+)HcM`h||cvyx`wKn#w$rV@r1X|>6A}!ezN(_AJ#EalAwg_6e2508eO(zj- z%YPfhk?DRq7IykD95{6Y`NPwc=^9vi9@otUKs=A`V`19LC6VrU*%u@Y5zo4M+~JVS zrQ`8RnVsDg(CfygJ1*;lO#3OH&`y0--Rwo~%SXP06c(z}Y&;xYL{3Q=MjEgbO;`Bx za;l_=GGYZ&&26B-aVXB#jN>a$LYfUfI^KC68U`-iUUXpuc$xL`ZMr^<>cvE8V)}YM z^^`BhN{j89sN(aMuWrf3Hl{n4&z|Y-q;9UYVHi~($o)fAcNys=S<$jajd3Exk^fYD zN=3=y)ePq&X-Cj!oVcFzuCs-76epCXab)&zO>#ichBRWBRz6-8u2Iox4)FuIg3%xr z^xk*UWzO9C?vqnRK~vii>kRakZR|CchtRvo0SnzHc>*WAsw{GK(pN#Lb-KglF7L$E zs?78I+B;NOA`a$@O5!JZHzdV5zkEHc4Vxrlf5xF&E#M&bp$^$KoU^HMOkBLW*tF%* z)Dn%(YI_D0zKu>cuuQ!jQBFP$hC~xjwZ<~MY;{U;Q1RbPrYR!pZfsa+Pqt|g-$Ur! z#x{ts>VQ5Eb4qrxVT=;>nKUpHc;t3Q*24yARs1I)keu}_LzZMm-=}86^Zs%{!kn4n z_xf&!l!XMAb#-s)51i~bsI4_FK^z>SRuNNQ?abpV`XQ>4>0k8b9QQZLHrVZ+lmS!F zio{ecxc%}JHMQqg*#vs?y?0;{;Nak@bv`$b09!EC9X@*``_0)2hJ1AkDPpB<77my@ zto{9Y@pfTu7eHin^qB-w%u|v-zlIk!HB2chz<#7yA^z5N`Li+x0xNxs%gUJ5Oxg^d zkv7X=R$bff(nsnNHrWr~c0FtiZ$*19L%pLTac+}h({ zf?brdY#za=G8b2?kLRXtzG{lxW8RD;v?HYAX4-dbgP`Q^4I*D^O%a^vY5HsUrdA^~ zoU5O*29CzEFnrSGYKHqaUWpn%}l?)4{@T{Sm{7{!JN`woyCWM<&R!MfyUUb{) zr^`2(tLyfw>*%cp#xfgsVC6_oK+dA#3!KJqx_|Fg{!AU$%JYhwZZA1)J(P$laAkhy z`n<`9R}Zd#8B7z1lX%~hId(~*f^M9|-Cf90C71usqttOkR2kVY{M9@FGmP34eb?Md z!WuCTmsUCU;bNX?5*Ziu6bD5|OhbwNO*&M1vhzSF=-W~9whK|8s z>eoq!$!9|2Y!(*$_II0@dvM7Z%atV_{X@iC?|!IWpVYvtpv9k}<0W)5w-jJDc&>V% z5Q`d(?{e7l0cnm$Ls3sdqy&M>)d(77V?Yx`#WK@IP!^wq2pe(Nb}@7F@XBL)q=lNK zhOu(`yuq~P#mU92CEF`vK~(*PR;WcLwzEK6BEnK(oI#W*KxG@{udn7glDLjEKN-iM zPz={p0v*wwi(^?ZC6(8xVKYk-YSv3TN4`cmN^(o;I_>v1PV)jJw`9}gFsog~wvH^a zoboI+JS)Fw%wSJIT>l={EZM=Dk5KgUzJBpB1j;q}5px^WGQEb$%Q55hFT+(*q|lHj{@Bx}Ylc2qnP187kVxQ3BVH<WSDw5^Gh@mr? zgpH@Ai2{&i*WHn|g0;k`QPJ}V+}$8kuK3UX)zQG{4CE%wl~2B^ClyW09d>wOSDk0d z{)267#iS^!)IsYY>Eo@r@@oy?p>e=Jqf{;~{L(VG%rB((&iW{k$fhj1P;E)S%a&@_ zhaBEUQMk#-uPMg?y3fP#viF-b6=X5+ZMFu5tL--z-YLG;`+XJl#{o@~7Te8(9ro&u zp1IiSsU~n$4Hq9JfQ! zc8Unw&SL5)5wI(On#^K0{PCrySA@(c#NR1v)czUD19MJhTA6st~&X@Agi=9nON*R@BO?Ki~vV ze-Q2A%CJn3Y<4Hs*Jat91$Zhu{7~EoT~y;VM8OII#3%F>id0kJ4tu;PIMu_oW>%G) z?!8L^lV=yVWG&*IEd`AT@H4TW;$M#|PGRlin-QFj5L~7SUkF!@BoGj{n*EC1G58E2 zeXCwj1wlOG1{?c&Qj7=ZV#R{)-zH=u z<#W()d5y!y2KENVkD5-Wa4Ib>AimL`&i6h%ij~0^dwEZRWis`>8QhzpAy;3~ljCr* zeo{KgGd}tpinhi0uSqSTv%Di&%!;{p-=6kt96ivOn;6h|yA@5>7sL~q1im|MTdHfI zx7v)U$ZXy(*WK_nY))3=_sI8@D8%F8l7r#|9OB~H5ErYhk24^KkrQ2*ZtBJOL_yug z{de?kowtO2@7QJrh?Fb8U&{`>G}MbMa5|{JPa6AiWcZ*WIPV-mJD8fAibXQh_3BM+ zx#OEpZ7An1o%AkB7E_;**hJF&&l;5GTO;nYTvqeQbE`E7KDQm{4l4w^#&FkGs+}HM zeY!vgP#1+5`S#k7=L= z%WCPJr2;#2&Pld6`kPQ?8BJE&VG(Tc2^yTeimQVUEIAir7!4z&>T%ajb_VaqFRFMy zvD{ISk8tv6++MQ?Gos_90nC`4qN z_M^~OiIeyt^<8T4CTCh&srFdw4aYSE+N_{G;ZFTBm$%-eIyJ30CGXsscZBF%Y*nX< z?ee%_*A2Uh{kw57v14rGGs>Q$tHErDDxCjw3ww$kvRJiA{(ZM4xf;dx)m#-K$9)WJ z$~F`q`Gcy!H@s$8$A@cl_!=6>iLeN(N13^f46$OUC^;-m#EW1X!HSd=Ey0g|1$xkr zQd6xast^_y4G39kOY{P;{i_9AnuVVZ=!dy-$^*f;s=vSgougFv=S`p6w?kRj27R=C zFVx%AP)9Q-8_EQo!+ak3lbk1(M^8=;i%5144!y$cR`b2Ms>se4VmV{eCL6gomd)rd zJ?-dAL>c_<=EUD1oofiR0;;})OL+HJfbJ&ItoyueXRXD#Om(e8tqmzD%!TThdM`P zhlh(3KDuEch(*exb9h{PZmvAnG|Iq0Pef_TjqsT^L#xCK1^vuK-;$vxOs1E51}(8! zh?ABxuw#%7$&=HL9{e~*6=VPG8isf`UiaF)56(HVWSy}~Wq&Oax#@u3MFZmEH)`bR z1DvUoW$IE&pn7ioba9(`!1j`!nbs$?cU0CBw6W3vMxs@-g+b3iB-4~L0SqS~pB$@V z-~WzM*4j#MF3eV>#Ot8HLAh3Ks?hI_sj?=H!0RY~dRL{4eA}#&%XbrZ+tPUMwh{_T zKCn=O3pLh$1BBWjN!J?TQ$|18;dml1Aj$%V+9u#|k)8!Qm+lqY*71=0QA;divkpnF zJlAomMCVC7$~wKoubfrv>i}z1H?-sRs9$S6Gupa%W4Fi3WQ~$Q1a2fwBpv(S5IBlL zw3oJNUUSN!UsIGk|G`@RG%x+oAZGG{5ASPW(>%wgD8NQ*g_kSXP!{)N4nNAG(w%t* zAgomQ1r%keYSzn$OZ28lpUAXym(ok(m|u@phVt-;+X?RG0akd#x_Rom$ql+fg@?H; zd$Z`bg?>WN+w&=xFPUA=sw2U#u_+3B{{Z$EAnY$Pk}K&Bi!fxc6%{&!d-{p2$5wPE zY0@Y)EQYs^PjhOh0Eng%un8ZTtqBNy+P)`kp$#nLpnK82W=`txiLLKNSYkYxGUN(m zHyWQrGZCB^flu);OjSy0o?>v}R>QjJ`^~#F8Yb#94m)4k9ZB9UZZ&ZhVK@vtBc_x@_10;h2+*y#EPfj>b^xLpe=`K7y zq5=8>(Pw47^J0C2z35uSMh7;B&E-*&y3hPZ7ajBT`x79TAvPPgeay-2Q7+3X9`|JL z6CC}QP1VIL%$X{)&{bC1BxgRKJ9WcmI=xSRZ@UKZpwRIK6HGpcaPnds;;Qisa zPv@wlkA&@mBK!SH1J)b_8Zn`j_rfJwV=_+rAn3{qBww_{UY3SXJYC_K)P5om6KNfw z^pOU|p)Z8aAZJFHBd%V1uQWou!amVhT9z1!!1H||iQ+DqygGq0X zmRQ!^ske$TPj-yNTBKl6Wqx=?%b$=43lBJw`#yP6m6lUDkgs7MFx!LfXInR9*dw%c zb(Q046!Gz&XkCt=Ke(^U66L;%b{i2fGRftvhUNnw_M*Yoi4nuQHny%@1CPLez!S;S z@_Kqvk{R&+VBVMByggBf^sYi~(wd1=3KYU9nG(qqt5p9sow5QJ@IEM3CDLG2*&`s& zwCrTe<65QP(b?MDFbD*`V(mmn*A@3qaehcWDWmIOob87m0gIRh5-bMuOQD0v@!!OY zS$U_!+zWBfx~;3H-+Ih(NiwD!iz?}`UtsTFRCGB)F~7zZHLJDfV~g68ZsXN(w2p2o z{+z{WuQd8r>N)G$$hk^=>-LFGY1>GiOBO&$j&x0Z2V(pqzrayh6AJM{(f6j72pI#AfaiQkl{~_+2 z&v?ZRw^PDKQv^xTakE8T6aZ`FiWYQJlD5Gf^;6YCJbFd`;^N>VWW>c>&$uVQD()12 zSRorJf!;gw+3t%A=gUJi5R|Dte1;|AfN#VgyKSm+RWr$AR|b^4d%vu}!y%|z6jzKq z28t&*jK&&aHiEjjhpGzT3K+FO*)kGABEk=dTFD^u}LMnti!hm#VioTxUf-bsP>`wxp~!y*3H^&<)NH#h>fdO(b3d zniK|Vc1=w(doDQATENO{*lawSx>Oz*|JH(c(>!_SsZnqzBrsw@M{vD42g)d?&1dd*Klbr@`dD=viWoTj zdKVDn%hG#v%_5J4uCB=W9Ez|wD=`Q>1rTR5uv#ybJ!|<);gtVOphXB+yO+HIXp&#G z^WSC%9dDc9`lDK*lv&-}Y^R;5i>|YI{}6|QMCkSb7Dfy_P6n%DzzLmDO@@Fz@Bxy( zJNvesj9CghZ(2+C+`F`$nmhN!TG&!3%0vX-bqV5^L#|St{rqKP_)-7et?WUmrUqQd zynez502?bWf(|Fh!W8>qh+j}SK2pMT){y7(O}Bj!8mJ= zCy8cc#wHJd3b$`RFrLMwmY+OxteG9i2cvWXi{=wq|?EO_dg#xul##V^t8Fcl;!43Kb2EzTH&unookNUC} zD{5MzKf}Vpi+pNE9InfF`%l3wFF#=KaUS3Q@z%TtNLBRjJ*v?SEQ+PWA2Mz+P5Mi- zzvnwxea!wVNnaH;7SoF=V&EsR?o0N2O_^Xt0CbsKjkg@kfM4Cx2sUjJMiDZc^~Jd{ zw|$lp>cBp9ZblIO%@lb6mb2l;xM2y*!BGnPvTZq-?Yj1tmnpz=yGoo$e?L8Oa+nRD zWHy5rm=2MVg9MD-QJCCd$X(@fX$gz4U}B$7Xu?=|B-B zLRgZM42HH&tyG7p?-K{G0BfsZ&qqJ7z<=9U2qKg<({Bc7hdYE0;kCP_GAr6sI!s0% zY!x-Ak2qPCeKdJgprK)?K4ag%-tR-q>(PKE<=Eip=xEi zFuSSxydD4OLh)3SQ3^edIsEG=D@m8{iJJ#7w|BH$s_00Ps{TDV%+N)H!ziLx?juPW zh?rhR7zdpk0P4@Jbtpz`JVn2$41Sz~dor+iekjJ{ zHJ&HG9+-PNG*J7urIN7IV(jD7GjFzBu%|=EWpxzr`*oY0$0|Cxgk4Io1*p#>ZofeD zh_=5-HF`CUex5jm;vN$?Cvr?%ByQ zm#}9SZd;)ff+*1v>Q1c!(RZSn#d|_$XYcLo>_h?+PueycDmp$&@+Omowe*0LhLMY}5$&AaoGbUIr|M$!MiPwCPld zGSI!FTh%bvC|x<3vyZ0coO?1}4(!VYB!dwk-F-~Vwm`+?(oN&UxKX~TO$Wo0NscdQ zYfrBFuz)77fkJBe^!g%$`W>qr^ocjCXADG-g`gw3$XSJejZW`0E__5}UW12^`q{cv zMMenf-bpB_PvA@agEv<$0jQz!&9D-nMeN!TaEhjkKoIFK{V)5|^*lw%Hd|4cLCh~H zxDtQer^$-G7NIm41M_C(a&xcjjX=|I0te|qScIEC5#XMxQ6I9w9a)8*j zBaqig_wLj@$$}HZF<0+DZJ09M23GX|gnf~h z`&4=65++|5i5g4Po1Fx%X~WKRN*gq}rqgXU(ESeH!NDPI6EFg#7n_rZ25s*hwV2}< zYY!7Mj!v-K%UPzW0aO`{Y!Bk^704hhl=X%RYTnQ2S`u(La68>zmN~P#mUV>VvRZkG zhoFV{SLX?%-ZZ}+n};fKjts%49FcwEL6wy`fZ{gSlJvW=1}eJ^8YpMn z<-Tl|>aWNd2qN{!Yg^MZFBc?o7L&nn)7-l&;^}o-ZXllz3sf9I8cylXRfdpk$%vxP z;Q|9qh})b_exbOggRkL%a2snL^OwtEjceTF7PPiu2ysO=_4oDh zNE)0%CsQgKN|k=y1vU-jfh|Pwm__XSjQd$h8t7K+o{~b--t(<}l#`k)AZ|_+q}GeC zP6W(;0Kg^fCJa1pv1ejPQ&Vl#N|HD>6Ny~t9?XW-<86G_rEfD4vGR(kdL%~yqWm8DfQ8nbqg126UKTiFE6he(yo4wScSxV#yxc!qmTk$k@b? z!l*0%$|h!ii-cvKGmkS=E@)t4Fy3`A-t9m62lSS8{W-rd>flWL=)G)OkFU67BMfJ; zZui0&3kumD(?T-|r>OSS?;f<5TQv=lsIk+Oj#1O~ywa@R|GLrdx?#IiH0gZVNyU(% z*nqt5y*i8lhtQ!~%5$yer&tvglK`hE4Xh{?&d6GlGqSat=flzedQ{}L8tXQ_i43rR zFj-_@29oJu(9^zvuo*F;>0E7v-}et~#>NSNr8S-;eev|WF&U=A_~ZwB8f%t#M}tx_(hb?Kg{nU%c| zAELX*t}PRI3|lB=j%zM`QThV@wp@|BBh1xtoA7QQ_KeVlPtX*7Z1&d&C&vL6dXvY( zs58Y|ov-7{SrxHpHAzP%A2-J?VU9DJCJ>3bsc7o?!O#-ec#FANBpsigD#QeYdXj0x zfL9a7a-VB$M}At^)8o0$fyy(aG?QD@?&s%Ut{?=d`2XTJ{Ni>4L+*uM&iW|^v3+;> zW}%>`;#k5??gmFmwuD3x&`e!@DY=#qpf(f4`5!v868ZXFZ5g`h)|kKUmYWYGEx=bl zy#bowHM=Jjj+fnV_0>!^64ui6w%j}3QQwT#l-b6u$Tw+~h3%FPkv-x-DbuV)+zyvR zl?EMK6R7R#M?BQ}rA`gt9PTfd9)2NhlinSqwDt89tbjwQ>3oz|#$J>t+Tt7NA7xa! z)E>X(N*yZl5#HYP0EaQGa>*HN;r3W_@H0lYIWQrmM0b%L0-%7p?f5tlV3ClJbmyy? z!jkMJJroM>mMc-yFMgy6XTmk*sl^%^ivUwl?St@?DB*@r}1xQ>Bf=y0{OgX&Uxd)asQMJ?JV;W`$8 zjHCRCZ3RoixQyHWHs3=l>AMcb?fhZkiSipA>_CAqU-`niyvOUm_Eda#xZF)(oz(|W z>i+VghRC!Q;NuBM2ny;E>FIBnGbw(!!I?*K20q1`)k8ZDm;ML4G0RG zYlVkCy`j~bpcU`plX6r@_Nt}Eu@=s(11<|tVa0^*Q@pGU_BDbCizTY}5xNjbJ@oh* zGuqBrImS%%SW0_-juc#&^tovyJZALO8bk#PS5s4^!aO};q;#wz7ny`OU3U@&qu`7X zccd+?hx;08B--4DfhztEP-IpIOeB#D@ch@V%$soqFe^Q!N+#!lr=ktrF6v= zM46s}9z;dOU&6pZ%CMIKjK68$o(zJoo_8q>-Y9epD$HZud?iv6h{LP|G;XV^=^h=l zzZmfwQ`?C(!3q$tvhHb(9moQJ6Bs21BdCkVWmA`?aMV}Esr#!FGYXh`H`wp5$awYz z^yW#l&Ru@3>K_-(jzJ%q7e9h{7-(wh-`L);iD@`(Qk6j^j9OMP2gG;_R*tH3#nRQ1 zv_mGMK$Z2cGX|P9a-a()%CHZPQh{K3T+K6%RpP?Mc(>|3^BTpolz!-R0;DIg{85yM zsE%^gbnLv1aL^WAC!KJ0gTb`yHk;tp%hmxpKu?l{S*-&Qe!`2Z`E+gi*oDCyJij8v znYipn62ikN1S2NBQXf}+6sbJfD`}^klDNiO+LdhkgxjPiq1L-94IG(0_`MO7+?8A%kH>)Q@| zd>(-iJKrx0@GuCP6q0q@)!8F6t(joX(TfpOlid)=Ry`@iAh72I7}NCJhv*+>-Er~) zZY{yf&=}$$G%`dUt@)5C(DMR)sJPq?Vel8i0aBwun{wHmak*LM)CC=n4hX@hC~Y)g zW8*g{ZZ?Dgp33Q2FR)y>HF!hSlve)2#UB=d*@!$pztI=LGp)0FQ+2G+5I9C) zv+BV?q)!k=e$Cl)OU)kRl53Y^ZL?nbDI&!iD1+6+)I3TP7DCQe zR#d^b?>MvNXCcUG7)ZpUyLP>9hZE zUwIz_i2$;?g_nn}M>5F@?LL38<+bv7RoXbjf8a(Z6W;Rv(X5O|$0njLBBEx-B)Ma% z=-E4lZ>pdOD~7?uC-oqCBC}wUeG`iRy$TCdB>GRY@EF`%JMvP;gE?(5E3)L*@Z%QrG<9#axRbPf zfmv>1PkGt6bg;X)2d&OU+I-q_Kn!iUvg8i{lf>=oa4Pe_`HG zoIDNN*lM33^!5a6&l@!Oi!+j_002x+on0s14{Nl3`?pVd58$Zmnsn8<#}`=I9T1h@jYX3^79Tkj|w~Qv4bK z=nbF}D=`43Q1kTkLSedIlE}&CP^(0Z#lKVG$sK!^bj{HPl<|69D!@a5?|A=w${XZ; zl>)efoZD$n^nTctdk%Khc2+P$SpszR1E0=rmd9So5#_!xc@qah9dKpO;m1e2iGLkL zhpGc1$Zj~-%ZuJt@;QSQd!i$@6)TpxHpK$V_07+ERqDQLAINB7bUx$Db3CKE+la5D zyS3SXr`^%k7NwZU{V0T!wfm(fEDsM4WOj}ZHHiQ54XS-Ns=zx8szJ@faWLusB{HmJ zy=i1^C<)=|m^Z#b1XR6*cxqvgezlx{JdnW_60nQdnI>zMF6P?ennua`xRn;{g8k$VSrHLYBG1n` z*&@S91X1xLuG1E_Ca$6KJg#(XW6G#qmOu?ecpfZ{Z~TY10m@;MCZ9Tg<~sqB*;dRfBdOEFSM@4`Q~0VtqB;(6dMoPfldyFzeP)#HVZbrzlhMQKgOwiQxJKS2yrOd`O|M zT?*CBs-lJ3>buZho(u0*wt%Yq_G%K+{LQTOPnLH_zIOJXidFxZ@8FS(rc`d{wZu!~ z7&gg^@#ZFLG^V)sfe_$pNWN7Z{!*9QlpYEN9EOF8Th_E)&*g}uRJ1llvm`nlocYER zS}epS96=Suz4WcbQTEhWYzpk1vGWO&rQM9_-{yt#(qL4brM6iK%rOns=K{ffY>if| z+RL33<7DK28hJm0bX;A*;rM(19H8*FjYq4G8R%jgRZT|lP@U07z9id@I>oqtGRZDKyIsdRF@`7FP(0;5OkbF*~` zTK<}lopgP(jVPdBT2z)%0v@gS07gQ_E&cmP4nvPvKLhZy;n=gn4z zmQD|+RoE0L$YP=j5FlXj(@TjFb1Bz844dT*@Ua5;ywL>i^lp{hpv$MNhW1Vt%}{x& zhUnT-1NGG}Yim?orwMe?cj`sZiy(YJMo?{>=SJ@CZ*9!mg+cUzud4>!`TNcZ*n8PK z*Rox-W3B7?le52lo!9pE*Ngfx<0+rj7<3&+5BD)@Ka~yu1jUop5Jn{1>AoA4aDD$O1T9@jX*tm+!9~;hqP*trW`dD0pefR?%8w` zrM`J@)}G2fyZ^rw%qB*$uS1G(o>RC{sDk{;E>}yxNV3&;Tf++n1(=5G%$RM%N`)oq zf$^MI!a8+Zcl+rw6Nl_>_mZ%b)b;eb%PRtEpeRU6M3j<&k8p!tf6*LhvjI?O-D};s zzfThUCHuedX$scuXTid&IUp9p)bjhX8q*^xw(mL!8xF(zv+%yFA1x(bap!wz5A~){ zScq?`!oPl~R-tjdoXX(K?;q?Z_ulx_{S9&qO;~n0Y=8hW{?+lyl*+-oj)sj|4A;`h4zFDL8Q`$@q;g9n=8(qpIt7}v6Y^P_+NJW!X#fpyM% zA?9<_KmYZL-_SBUgLgqZB*_3>)}X)~30e4MiXK1Pk0+E1;*}~zog;jxNUs!)SQLS$ zc*M6KLlz=;gqQ2&93Ye;?1cVdT>d{Ihi}i{eeH!gaH!nmwqIZEzsWlUo+WYhi}O;Y zZX;U;n+@e>{Y-k?%Z7%!ih@bILlqZ(cRSJSd4U{J&Ln z2xY;g&;KvPyv<5>@19nDA4q!-iUljQ6XQ&;&YElB z-{v77A&#EAces4&WB4D4=Fa;LjymdD7dPN0=;_IL=yPHI`J`{lg##{cE@IM)|GUiJ zg35w@4)Uhla5OHbp^Okvu@yG2c=>Y{z`v3(5g;KOtIoer`X*Ddg70CNRx5~s-Qo+V zqb4y77+l{g3;xvyBGm-#okiayM^>UMS1LKgo!p~M@v!=%hm4|9YVR3RCpbLDly*XU zOs6#AM#ktnGo*xFXTw26UH=0KJaX?#Z4QW*xnRfn3Wz0loGbRoEjm9y{^{xUqPLz{ z+s5Xuo2_*u)SPAPY)BfRhB7ZdDY~L{=@gfArq#yLM{d)mrzw+{_{|DrDP@mbaS!FO zv3`P|KY4?5f3M-T^{?a1&${fI0gW4N-F;BMN>erj+{r4rK*u}oe;xALm zT_R6*tjWqLDgM!$`f-}o*NB}dMfaWm;W(jmpuyq7@P^(h8HS+>_>2D{G=s3$+U9j$ zBi^r6`4gS5uj7Dzk{(7Y`&7H^qnN>>QvrMXzdT_!;x%I;Dti1+B(sC1*0)Ym@NLpo z4m}j^mo9Mp|8t*1STTAjs?WqF{|7cR_II}skG;M37vKF~=vGW~&w4)mA|eiUqMUf? z{M@2^^}3nqPh6Igc{|3W{n<4z^lujWx4+!YpaMcj`|N_QN#=AupJi_{B>T-T{3oUa zoN#dfq0A=^LGJ{{iT+<+=G&Y1-hZr~Ca?D-7RzYpyXX0*I{*Vug~MOa{ts_*3tA8E zV++WZ(Jw)2nDe5T4?e zt^TW6f)U@&rhwH^mi{55_1o8sz<3-BdaowkmeWKWAR@u~*E9c~8doZt>=?(#+apXj9o=lPjYB>W@sijlQHv(d1u z$4}Sg_jKk(!PqW%vG;=gw{-dacWyyn(P@%v(q*EgW{A5Mp{y#U|+Ct~e{lAA&Cnl@WHuFJ{r0|pKf$km zrBvLGp#}n%DB^Hu%8qH)Jb6hr=n7b?o`lfI8MUk-O2MIo;!5)bYNaJ5+Nex=uCO>f68~GWi+3D zj#J4hxk}1dRKk;Pya@MlAnlmV4ug8?+sRe|X^`)9;n19d-#8;g|9CPB(f@+$WhAnfw9^ z6f+aTS20+9&Xx8dkrWx^)yj$S>973;R)#|2(EWf;kM_d|`p5e}L7? z0d*BV0Su8}rQkp8c;hG75{XQ|>O4uMtNBVy`l}5C(o{WF(!LKvR+oz-BG1GY!|v+p zWpo703ySDF8pA!btu+cak7_ZXMJo-F^mart4!O1EHEvB)uCRM_D875rxvaNWG-Kk; zs+MGb7?`hmQf_;6uor#F|Ga(Z>LH!9~htv&;GYFk`jO>d48-!ZIwEF zu_!W?Mj40r=~XN*Q1z?b9waF-UOd{}4Lkxd7g{w)Iz1%p5V+-`Lc2XZQPeTxWcN^I zu?`~>h_&C||Lq!>X>zT@W`R=uKWK{V3upv8vq(t;PMW*w1ETestg6)Q_`Kcb4KAg< z`c__Zmv&bW2|F`oRp)jS8q8T2DN(xolKgZ8yAIL2)8rw655M*=z%Mo-?e6J%?=JVj z@Yl2_M3c3xB;@ZtN~lqGPu5|9830-zfi9Ac>y9FgR1k}A@lfh+UJz+zYsp6ie7)OM zBD0n9REu#PbP?-u0{L9$)+eEC$L45Y;hgEwCG)C~CwXn54?&VOjWmK^+t&;XeAdcmj5TUTPr`i9xJ=s@5KUi)7D3~ zjyn20jH}qxVmVA0#^3mx=su8i&9_v2ngvr=4Ox* zMtPodzB!fhDrJytWw0l0HP9&X_)VWc{g*#ud`Rk zz!`<5eydETfDxYsiBz|OGEY^kDIa6H6R0sqmn{l? zHex~j;)}H2xGFVPn~jh;{JS~ynjBk*A56XK|=x29^@S3$xNOdIo zUAr79YZZtxqy8`1Y@TqgG7p@ySt|5}jwc0_0 zhZ@>UhWOAjWa*w+@~f1N2TulabqFRV)#SJj;I;e;)ypn zXP0{z3*8wH?R1825o&72?l&**uIy*&b{%Q9=B$gE)NFr!1=){NUEIZOdARz9s0VA- zWp-?&=+&VGk7Xr*v`DojS?D)uq2yVv6gE_PWr@wKIg|m5_T(V{41(_{G}H0C)pvrd zU6HW%5s%x2A28l-%v7;@yJM_KSl86$A?x{4f0KrFLXy?z4U@&?(T&e{zKbF>R6v`J zpF%ZBKvP*O9DlDjHe#8nOA;sRA|k}#<9&yd*p`K<%1pNMQvh7uAsfO8qO0ZZ$T?*E zeX9RQ6zG4Qe4ze7^^;&y{IJgt0;7%}^Td}r97W5qSyuPzCsHBTupowB(tI+tJ6R+o z(^K?+Po_P--stU(^6^4f_sB4w%k{#*$CSseSwAt|+x{>lviBBYeAo2VK~=`${n32u z45^E-@eAyhfFj8H$j~m5|3ckR3+Y+@1=$4~eG*HP#x$+k_#iT6=|bQDT$%=l_sC}E z5ra|D&PpvYn`Q27viif)<6~XSbG(Uo+yelh1A*?oghXf>hT1IlWRxX1ug$2hw9ja^ zM9#0P!MHteq*W~M=6uwzS-7Hdm{Y&{dU&HJG_s~7&({2ohJ#1@CC~Fk1Kzv9oCyuy zy7yIWkPW@LvL4-zIKstrqmVX0)3?8gWYfIpf?gC}2@#T0yP#iGAzSV0suXh^t2WTf z2q-FQfPFLEhm=(tg|yARy^ee~VIQD7pSx&>{e|!zh-5Pc1miOe^5A=9H(w47xQUUf zWDUfh%;SlScRekZ8}cw!WVpAw$lh5uh(_|n<3vPQ&Z-cu?N|I{H{Ct_6M^Puk(ZyW0J!C-Jt0ly`O+I@Ga03qLE~xRO_^ zBU8157#E8ircb{et5MF5iHuijw-|$X(*mh~aQp+Cq{D%e3IZ;gj*82@!R}q_mkVlj zOW1~>NTuSHjIi0pON>jrhduGys?BgBGfS8jtf%@;nRuKpX5_aF`juM-*PTy{6r;|M z6{GOlTJ0-v$FIkGBUPRDysK-m)@zHpbK+oM5q2zal8nL}jrf}Cibrp4i-@TW77Ip$w?x>}}92_wM5cf1~15{~b7S#QQc@%7Ci(*bkR8GrPG6mh3b zP#@U@*Pc!C@6ISLuQW@q;9Q^Cyb#^@GsAcs09xHYY`LB`WxJa5w6U=91REuy$W4uk zq^KTnlIKUs8ob-L`UpGY9$|!Mj^nqCxqF=*wRM}Rf=))I^>~OW+D-g-<1#_Iw~5>xY64h6tCDw~yQ(erato@b3?4y*&4t*I~oR8B%zm>V!f?X{63^Av4imb)2) zh{)jpF4xcBue?6j=-OzRNRu$2p(s?kZ@3QV zZ56nPHSBF2JvT*(3J<4IWiE`?wZ&VkCL`oZQ@hfUk&+@pYiG^11_sZmv`EiX%Gc%a zRMyy;%1(!@_C%cS*$kdu%7sWKvy;BCT@wM~*Vj}|5%e<^_%%Yy=3LkD^`flp;sF;h zI>gO+Fw|ktjLfH;* z^rv_Xa7h^p(A-?d)NcJALQ^H(c&Kh-j`z0kZ^M#+{dFWQ*tv#_zXFeK-kHo!MPr0U zgaP7_m?^K3_zv`BG%}2;V9tv&aO%DEOK*AuBzBhJtt`>`d(j})-Z%>@{UkhYqbsnp z!SM6=RSe&Pc`}mfXUa!YIgnvp1fKQIFj)sqfx6Q|BodO@I_NHK=*4=d9V^))L+S7a zXF!qaCQXemC&b|ad!d`Xo&t*A}B>{kMG4CJ!SNmZ8avG$I_27WPcsq=Qb?i4L^(WQg}-Idzu9h^d3!JoZc zgWP~&;VjlR-f|l@q9~!xb)nK17*?KXt1c9$y`Ibr6M zE4Ew`mt2-bw~Iw+WuV`+#B#%;T6_pMuEPQVF4OCNWeR)Mh0z#xNSS{_ZxKY^#53adf>&q*s=&#Qp znIhu%cTQ^W>h@(33LCdSdBcu!`%W1cb%keE24XkZg^r`L;{lCodwlgFvaUY&%py;r zJ904+d4s@|_M%MarZb8c~=xP0<+o);R6f)!0mQb>gZD z+l4#zj4?3u%vem<#!e-kxqT>nTqF6omW9d3&$dd%%`30Q~{&$>aIH5#5@w=tL-l$}5U^A7Z~-XvHqjg7y~Lo=_dS9G-LV zl66PON+OfInkU<;OCL8vX!;37%p2U+lv`!*>Avk0Lj!*79uzSztgpK``t6tOQ zki=t+L{MeIK1uKRSU2NcJG1j*k?0HF=%~j!A73`Ql+VE{ktc1{WCnS2SUk+jaVbHe z_x*o-y=7RN?XotEySqy%R@~j86e(KVo#GI*xKrHSDNx+qy|`Pk;O-6qzVvyPyle0M zt)DrPBX_P`Bj?PVGb0JuZJ|op}F~)uoXz+_! z*N1t0^nl|cY_cACTx;@#M>(6uGglxQhEeuWWwP^Q67oEP5#)U4UVHc?-)yD3O^^Tg zUHtv`{o`W({lc8ukaCf?t}zaY>d%e+^9@!CjA2QH!G?Pd1h$Q{%+4O*fnjT1=cD!y z-I*Q+FMsHkBzRA&$J0tu5?NSYq4^s5oyu_IEXxmVcaNRX z{sfqPF-CPy$G@CWrl7-ITwgD_2r4c8@Nm6I-kTr1uSlL$2%*vdTcD@F z1VpMT-G_}n7SbPNUGxQ7pwY(ft4XLIUZ`&&(zO!+ct)52ED7E3-Guf`iZ6?v93KvG z!|Q^AZmTywUH{3SQ-XNA-;|#ZwXV-gZbvLaQmNl*sZv85LmKj(>ZxydTU!1@C_DCF zy7Ip+`|k@jsQ7A|BXMrVO{^TV4nAnc8)GB22NF@6b?Dc zy6ONO?NH0vCv5yPI6A{z)2xEe*eaHz&DTNHvZG}{N#k)f+Qi@DmkrVsLR}=Ty1%x4 z?(~@b0Q3W~=^AM6Wb^5P9i(F?m_*OW)yexMhisj*bK=&CL>r`H!RhM2AU)L1S0JI+oxm zK?k4g69%t~A+2d4wM_pyg56v`=?w|L7w0F`{fd!u5kNSYn23O}2 z_y7j+vL81iMP(cjad39}A`$yG$6;B-Jv>^pnknw#&(ie^$_;!T;6m_?vA>g#Z;3?peDT6jnM_ym6UWR(l*G)QP58(CVDD_^fjHAAvo&FMlLj00ZBG*?G@%%xP5W|a0bk7A%oa5hC^Qa+gCxHVd}H^=qFweP z%@+igY#LpFN{>Ir7%U^vfmPoBn~dSwuoo)8ktd6z|(VuKyPN zq}U4gRYpVW8B0s2O2Yhu4_01#If`J1cTYsa;tC5y02Ps#Zqq9U0g+b5I7cgU3!vDA z#E@!d1aNx+BQ1S+9@{KycGcj%*Per-RU*Sr>*Kt`!oUQFZZAS=(v_=ZIopB`Q^Tgb zV$Nh@__nZt+a`SKkKZ#<=?dHF1r=a4cjIX^pkXiDSXKW6A^LO~N)J9dUY;s4mRNOx zy(_UMN!_Ctl{ZC(kpJ5zsMs`GK>>JlMxP-c9mlpF~)m|gopJ_q}7k4+-=`{XKIPgB5@vg^~ zCIj2?1o(n+9`k^R5;J2PSJwgkJu= zVI0ggz)MO>S!>4$b5SE!>b0OuM-f?Z(rB+ zvQyJ{v3Sm4^l)%_ao79E5ARv0(TmjoP1yU~_oCZml1L9kUgjG}OP&c`NKO4QC6Alx z73~r{=c_j<0^hJ_g}iLs{0slfqfotllk(#(yP4UKz6A8~;3{8zrj*F7|Drr#976&5 zN_>J>9ve>cAMO*~KYNV6#^eh#i3}ZkOSeoGi1L@*lbJ^XL$w1Wd=;Jpc-@IEDFycu z?AEMoloccr{?8f&0}F&p*MK>}ZS^2g3)gH?(_U25+dxqnDXvTf<^^vhlme+R2Kj>n zbfHwBf8s!JTi=g~*Xonln}`<`5BkhM&O29kTN)c19-onT8!xhq1f16CFnW+euD?2NQtm+%-~^a})O zQM}F>E!Bgpm-^J5Su7@cWX&z?(e>aX1L9`S1NTl_KTz|?c~R@QU}O!yJw0;BsH@-x ze;g7I&F1O(rE^|qRRjH(LQo*LT#;!%;NB1jss}N$2tYShXdz{2_`uV>%N>k8&voQ5 zTuS7tg(9*ViI+36HOVcl#X_@7Fz8{gv=*^k@%GbgV#MP)YJ4`D4Y!A!EJ@ttDwG0> z+R1B;g06O$yeXJ2!@s1oY|^2zx_#oX%QP~K>DdP61sf2-eZSi!AOw&`e87Ow@b;e*UiZw$$xSw-^>QG|0-v{!DgfpkK#`FbV>Nov~Wa*JNO zh#8a6WIzG-C}dC3nMj|tU4YbitbbgHXa$x-1E4KQ&2q9VaoA|zTrc#cofizIim*iU zsxpQY{U_Ho-m>tH+ub+IY5W6cW>nlQ?_0 z2th-?1p2o|?iWmV&A5V}X0WPyLCaK|0|Ftv(G4PHSUlaYU+UCu@9ZD5c1a;ws@wNt z$g4GZrZ3%Zo6dXtw)uPEC&#D35F1sl#TE1QX&2z`EUxiz7gbClKs8`|+K?0w%&wy3JVGs(q;;qzRojMxS(Y6)e>I;b_bw~SMR;DP!W01 zSqK2neYLmb>n&s-M#k%8%Nxd6v8f zpVu0AAlL|}N0gi9e~lUIAaxkHZ>066Y(id zbA!cB^8$4WEZ?J;VaksOm;I`~7@*ypdKLPhqHP~fZQyO(5mk`Hkf^ zPhYuepEk8s`d`8~XAfm0JV6tIJ$8l-qkz`wn->BM7&;T*oV|LkQ! z)YLw~2D(}8hx1oCZA(@|I)uH+PKPZ0*3xzHw%cwN6~* z`4iKC;T;Y~UJ}=kQ!{F<1%umTtANw?KP_RH9}^~>h675Yn?rT!Sz^-bz44QOg>QEq z2OPU&zza>oON82A2<1ALsX10eP(h4w<8ghZ7yByNvGvGnY#!Iiy zG4iaNG`wa-mlX4?*4dt=Wo0f?TE?q3@`mqY&CyNrCrwRF2=wtz zTv@rtw^5n-$A#V$V7LBtM8C}Z5VAoX$fDVGmz^cN_XyG7AjPMkg_gXt0YQOGB%jZq zEn3g8m#L`-d$J3us^gJz_4)#v)p<@60S$5X3my`qAiEn)Vp5uPtfK0!xoo@btU+ut znBk&jZiR*`@h_?P3xfVjaQ@gQA{@wX5*=b$c1MhVPV`r#YB&nRojnmuS>Y|ImpZph z-k3ERSnqW@aiM1{m}^a?sGN3SGmhsG^wFO=pVu0d*S!IQU(zEieevBKsxHZCZsKq3j1n8>f)X}TPH7|M?g1JVD1E1t5_?k%Y zD&+#)iu?T-q<>NLuONQxf9wvYTE4}Hx{U(Gu-(+N zGKwxL`l(rFSNobkRQdpVokf9>T?{iKPFcaW)VebMm=MeBf*8!U^e zE_{@-%_(Qn6Vpd)e;dm($1cRUtD@i`#uMTswDWvWBk&p3HLBN&uJAZ}d?!!;HhRKP0woj$nNF7r-#of_lBvSJgxXiR_h@$<;cQ5;tC@m|dzKzF~mH zAb8BVb4dVQ<(m}}izZHTQW~V9km)L5^kRB@v&g7`qE#6iAtEd&0OSP*h)9_tfN(?_ zul!}U$D3i3i;4WliyM$szUvj#M2-+@j_(B?i!Aq;KO+6z!7O=5Bms0(Iwvf;qT;8| z3IPl$TbmdD9o1%iIkk_$aSt6A*XZj(i|bFH2&9IvV6=xCLVtdYqGS||=L4qnF3-|# zUc3rnl|&&AUPl^3ZpKY3^=DJQKtpfN1YbMs0ENe4^Zlf(WU+#RN}r>nd*O20pIeK* zX%936;^TM1f_s}b_ZXPy{aHkO;Dx>4KGQL8v9MB(rDi&lsxv)f7OnEj5tvPH7me$P z%WrEA3L~AIoKS8anJu-rP~{#3;Pq{wqMdIb^DYt)C9l{|DfQ+0-YZ{7GLetHS3?^N z4we?Bdyf5Y_BG^_9}F7NmR7OwzvF*y83@v2Wrtj?YU`-GHs0TTnZiBQete&-*`yoU zK_|jq(t|9nMLnlNkB-_$7)1m8fgL22Q?r->siF{eLV6@%I2n(~nYi(=lO&<8T*z9s z#fC&Owg*Cw$%l5_JaY)+vn%Bqn~g@qLpaqG$Na+f5+G4tiRswMm47MNAKcc1nf$S0 zxhCk8YT(w;=Ol)0&k%iz7u+&WxIr<9Pw3gkFRCwt3s7KMbcjD5EA!dW}(8|}VM)SjwyHGM!?~Zq7Qi~@<$q;G?qYrH<$N8=$ zTMrKL#3Ul*9lQZ33l1F(WtY3lm&3jefn;v)0q7cp9k!1%WaVeq&hH;uCxnx%R^yQe z<+QBpxBZ^2I5R<2594mxpUD&4V(<7ten=ph=-H~0zN8)3#;NB~%5v#7)^|^i(XDGJd&h`lFTRQ*2c zaTt+g$(yq4NBp>QQmbpG41EZDQ~+o1ouygiVVtxd{6v}paI!J!#FWBhC%*4YSsQhq z#xu|{^d2F5^U-B*tl+8MYA{i_qGToW-64Kw>C&j)9xDknn8W1~dAYtbAnZ=wv+rl4 z?yGJDyP{tE*pBldbt=AaeC9f)Wo42X-*ux8lYzU0PcjoLmr^gH{Z%e_e$fJ@-BeEc}Mh={oEHWts}Mc`1p4ZR?~t@txxcE_sB!bzsZIDR>)QN zm-?*z8e;r|9%f?`D9@d77aPc{tQ*J{8do5+`~yuqxibnsH?nu77S_2aeFDejjP1Tq zKlHn7rhhv!zrCJXY-)q(Q=i)(gB)(68W&nDX0PlSY3y>(1^9WrTP~ClV!k3V3CJ@4 zs8m$Y0sD+Fzh#8#9B->{>O_gUwiZoLKE5(9)on32x=hJ!*M0Go5%GP)6}*~@ z03PkpFlsxuUo95qvljYs+X{3apZlUQt<)#Ux7y#Mx!<-7ZJv~1$A1mN9QD68mpKLggY5iBfk}8Tw3OVWM*o?;{n~&E+bHR(a^LOYl*v_-Hs_mP& zKj#*N-hpF9I21Cpht1_F{nJeqkcWOE9ZH(WP5*Vi1JXZz?>{1fza8fafkPR-A-eK_B6^|)vvW(>C2WSq!A~5Pc??n2 z@>?7X4mk!AiQ(@FHnMaWG~+-$=ZUP|Z%C;HEc}mFY|eOO3xn_>^;eJvjWdn$Mx;6u zyO2m01Pn-1(cd}R**~7Z+<=Z?crPajdgFcSCmmOzb^z{~!b2}F z5e`dI=Yt+2@DHCoDH~v3`IDemCiXe@HLrPhjz$}ATxZh+4|)fcCTaBZOO;mNha*A~ zcvc=6dxh~EVfghD2QKlEjtyEP0Ngcd6Ia=@J`F#qw#Z+IW`qssbp#rHSxFCguelLn zUD;Q2JlKK$v{TJ`fXg7PxGln0MTbG*vew?fMhH%?zTv~N_j;Jqne2>9qPmB$tQPS0 zoXNpn^mU@_B~Hq@P?ghX*nh0Kdg8t|M%&$bL{-f@fSxEQi#G35=N3sFtv;JR1?8ff z?9pwH`4*t6IncDgyb7j4dunz?vNc31Ga5U{*>k%+jYLb}81N45nYP0hq=v^2RC}&x zB;@yKiO+SjzB#D#`209&tlCb42papIG-4^~9u{-c5O%L=G9LJS1-R7rSV52dRa_aF zTB0WSvxSopY1MYjoEm48$d@A7y-46~h8PBEy|yJfO_+^;G- zipM90_O~JNe1;Vlv%||x;EG11Ua7T0jBGO@dw77Sr^X#v=_U9j{~4!2hX7--qKoyX zLUau&af&aKmYc%I54oxW;R&h6jjUa%Ga_RQpwqdztGT_Q^TV8ur`QjU(CGFC2i%sN zL6V#Sxfhlf=xCu>ja$~=uDI52Juh!CdA*gE=`B{$3vKL9V0fas^lUlQ3hM@2Xjy2n zldC4pep!p;kvppF3iYrMu$Ji`px}da4_EBUTXYCpO`fA_WJY~AZ>U# za|%3BQFYKP@d>B>gRBXpa<6sowlmitO4@C9?~+s;aTH+2WGHxpSo)dNq>Xxf->g3s z_FSlSz0%<`g-ZBUeE!o)U9F5*TD1v|7q+Ushgz+ zcx#_$E!&z_XS%VA?NZe6EyOj?+dzXwyWr`-*1q{se6@N1cWC<)nE~M0HroP`r5_iK z-`SHJJRB9PP1VS`4QuN(*`lBO+zE|k@F=3dege^C)gV; zBxXQ%(f(}Upp7ZR;{Eyar(f4XrHT&Y4KXJS8Fy}j21t~@b^CT=kpCK}DQ zZWtZ>tSMdj!Ic*pO6&FX!hW#q=4ZMPJLTa17D2w`G7mkYl0ZF+NHvkE!gBI%Om66Z z*uH<&&i*oy1d5`|*TWCB^tAs9SHM=%FAY)m6N5kM*rvUvbq&W37>qeEZX*5EIwj0{ zrg6K&Z>X$qN9z1tXp0M}ObG{h@a5&#=R9y-%?_iqJ)$ge()=ZDh8kjlY%*jwv`&q$ ztl+{gvD@FN;;rxi=k#);N5u1Ct7p@i2j+b=Egsuu@Q1i-D~sfFIi<-elf-7S@-sR> ztNL+93|h=RI>Iy`6LBRT^N}A#cS1$FP*F$D8GthnV|^_%Ux!O4cI>CbzHer6;BxrE zWK5)ADujnJREz8r=k46>Rd6(<>kn-s z{kEq+_FYI-HKE+r3n+W*c8?q)HddlL>W*q=%vkW7|CpqQr6wqW(}IU3nIN#irsO57%>!&_luk-CyiZP2>@Jdo#Ut87fpZsE8}f}w z_Hrter``g^yX&hQ*n~kkBMCQpCfM9VOH{}KDX2HGnmP{Jh3}%JjV^+;fIDMvm1^oL zC^{N%5F*|W;pNvf{9SK@nfn$KI^7j=^bX6#5fnLmGoxC%i$1LTEp9FoZN1K$Y~#6r z4Pu5(+`awYc(?38QtLueX<4~&;ERPtpY?`a;z?U|^pnqO-aQ5Z-zk~p??z-mHs;%) zgU!9UYcxJIzpR{=2R$~y^CfobU3Y|v%=c zA@!N^WQW?GjUuPI+0S-W;JlW|**>y^jn<=(SBoWCN>OMEx>t=>)-`?;1TwsxSpcPM zKFm^RT+=#wU-1Ma4|TOW_{O9M@p_I#rN3)=p53{%)IXCQQ za*G%#fcOjdwIDt;A(D^!C~mJ4EKxzsex+ZwIpZ%8eAi8dfm43EtQpna6AZ8b?l>Nv zzwdQ*|K`z`B2uY>!^1ijDh_*K__F?{&w-M>W^joN2vEo1U3$KE?Z(}lPp^wW26Vrw zDTApB*=?cl?JvVTtY&kfu6bq88^^zsi*I(sTM(eaP4xofW0UDK;ZSXPW(i%e7X>I%t+$^Bqx9|cxxxx`t6cv3;hue z29_f(kebzdRY`3NC6$&(fSAYhzgns}cF5P-sD@R9(&+!!goz6IQ+u*6Sxs!=lQ`hs z$dF7!=?}ZH?rUk#UKRlDL+d0bYT7|oy$)t48iSHncs#6(#96Y%Zpfx+XFVZ3@z0^D z-H?;{FM8b@dK~~Wi^h@qDQ2_8*JE8Rb!AjqtN{kE;Aehle(bUav@!n_3%a@7K_$^G zU+ny}?KW-;N26uZR4@WeFv%s<(OMx1QRuG`W4;*dw@m0qrC}>x8VU{a*LH;NYcw%f zPs8dXDI1@q?W<*K@fB`>nYn&sD7?2WvQ<;FCMI{c1=$*_lX*FV%)rPw7bFpjrPzd4Od287VfXS7RrTwTV z$5KYA`>6?h{HKdN64Rmn^6o(vm-3e4WqA|hCN{6x%N(ETn*ELR=z?ZCYG~Uh&Rn$5 zszS_wolKJ=bljFE7}VTjNmoe^Gl zcAs%cFLhi`zRoL69eT{H7H_Vpg*rzktAM#Ih!z?=1cM|N_%GGCP<{EP&kaV)DY5R4 z?KVXEJ4paqLvT&SUAdJNT>D6U?tQ*Ek!EP#g6oYuxbU2eAn#2$e?{>Tn?d6OGcq>q z_kh2rD$ak=Ukp~YZ4SHn1T@>dv~0os`srPjVfdPIoC{_(F2-&SZghs^2MG3240!7h zLWe`aN2N2|H8f%YUHr<%N3|*g3XJ<;tx*xQPA14G=IBVXR$3iT$!ucUq{Zo zA5MJ1?(q!Qo#>ezOn)yt6!FSqbN{sab~cOl#}9YM!z`T}Vw;Y?0Ec)w0!r^ zSpf9VVfka=;pLxK-mG@bKyURZI`vOYIVkA3_x5QX_>v!o=!&puQUPy*;4~5joE+Kt z?@lS@c0(|;hx+>Z-N&dbm>x=_cDmu}yR23y{@yY!9A1ht8Hx`@n4ntM2r#Vko}iz# zICN99x0vWe2QSnn{)x#mh0njcuyWg0+UU{JQabZeqy1t}wN0ZKO3^6l$HslzD4=Gs z(zS0t|Fz+LWLS8J!SbUTm0d1NlU&R?#!7kctCC|zN=iX$2-g43nf^bKn4u5U3D;Nl zKgRK2Reqg!u?E_(a(7px%TtFc!;sasLBs$&To$N=cpW%~nDqS@I&=$9cMoTn+`cY8 z8znh%f~wxUn=dMHJ0E6G)3CdUBz!P4UCBGuRh>m;gZyZtyUP}n_)xFaxvGpOcvQqu zLv}e4osIHgrl-Pe$Bhnd+AO`^-`E(pQaK_31ao`=?}13GgTGIOpp4+2fk?N5>G*(; zKIZPt6M4%^>__i5vcdZXt(5yED^$B0qR_oPiQug~*`kpHV4rGgZhtR*5~aBv_!BKs z0`{bfeN0fLjEY=ZF0aM5US&89&QCw zG6oaga@NbdO)SRw$Q6C7_2w0EuXuw5T8p$9y-)84%m$23C*fKF3-X}y9+MD-V%dnm2+ONCQ;0v#$(VX3gP&zYRO>^#8pa^3kfu~*Nbmz#4 zgkV264!d#|dFWWqm!#OFw?;}9FNEUx45(-L=+4AtEp}F?7G3PDh_KOWzjnY}f2qNJ z=lkr%#?of98(;T+wz$0<_1)OOJSmy` zEyv)!Ntn`M>N)TLA*LF4{3WoDnlKM=(|}z3e%k}HksZ#7L)Byajb|)^k54CozCl{1 zTFly@+|g(HH@vmX+bOZ4m?PyI52+0m(uCl35BtT6uMQ4M+#NS{{7k+?1WQTQY&gxmu_WabGdlR0xNYYg4Vi~Buhnz5 zeALDvRvtY(+Kq@!PS>UCDuH+RNqK2OCF1&8+VXR0k4bHRcygBJ>1V5<>_1ZZ|F=u^ zV}#rmiZ+cX{PZ81CWp1;z^~EN%3Y~qZ>eB2ywmm!+c#>BjT-p2CN164GIp3`VQ?x7 zuA!RIO6cnwE#25bQtbZ991Fr}%p8ZtLHNa3K81*t3-BfYgbyXHc@BJY(s0We&RoN; z9dUjPx;>0xD20gDV=+~DGALt0Ai37(7A9vowmR z%{HX(jN=M)|GxF$VW~vdU##bU6A+%BWW}34pnjsxj^p&xbU(s^w{nOcK|7a1+Upzr zbD}6E_KT<|)qF~vlYQ*_ z{or&wY;oOld&2%{oFR1U>cfS_H8s+Fv%s~-UF2;54=uk~U2OV2y!Yne<8CWk;@}84 zVY?sf8h6H3N$jn?8hs3eKUUbQt`EtZc?PFTvf9zsv*wyF>-WioXVd~0sQD_DIS`cK!r=T%tpgC zW_eCy8&3nxT9$;B#NHWM-V_yGs)?lC&7>67FL?q@Tv)^;)oyc)RthJ=oZ*gXGs`(T zlb6R*4j)>~4Vn>Ap&Y&LjJK6WF8B-w;%u5@!}se@WJk&%_qlO$2?+O**N8nG25gl; z+vW=kTti9cHBYU!9Jz$h?RvYz{Hlgvz zg|aOYiRL!Q81hGhimB^IBydVcp_UmZ-hJ=I42b{3mdl_Is*QsdlorG6cfS5@khOX6 z^-neS^R|5zrumV7!+W$eI@+yfZY1N+Uc>m%WL_oa+k+j|itYZ2eY~3!c?0;r`?D ze$6qVxJTNaMP)5CVt-P$Xnb-q5b93Znn`;|thiEWj;1QE(zB|w8c^0M*8!fr%yq?m z6Bt|VfPlt!#@8k@yXOG(KoBM!rmNiJo9UsM1tCQ8sy?a<*Of z_ARNOGdj3@45iSRdRu~U+dXNqH_zMCus;>n>=JTlMW(Mk@I7{G;V5cHv)1 zoc}*G02G0mAya-U%oF+#3&lX?=Tnq(`YDiy=HvHFi0Pg-X>7%%Q7u@qEP?{QiQdq( zy4P2RVDm%j>$p(J@y9aKT#og&3{}bK+Joxw94bU9{=7hqAxUuzKr0ug=iUC>9P?`} z6nrXKFm^K({FuK+6s1TWE-U;tU<`A1YHFDvE1D`zwKA^((GA*Sk5#*f0&hAFk@*5; zrOLESA}oxj9p7glVrzwdG>_Rld2x6XM32Mp*G|tma;f#_3`!{dg5L z2$%hd5eg?*bbs$hrqd^Lg(qB+n6Gns&Gw?K8aq(O6AYC>!N*ve^0MRCdG;DO0^}U2 z1Rw7QXBZNXX0?y+RN&rLjXYmc4Flt~RvuEPCBC&Mb0kHerv;uhUO%qdZMqYz&cGMd zU5*@kUSsfdTO;mAKbgB%l$$C5by8U)F0?NlYC`$E1B?ujFS#N~+_&I{QVX6&sI+v| zDdj14*l6&k11@ohkSK0!_h473C*oLN%Cr4-FN0-WJF0}!QANmp;e0>LZSK}rpK@C0 zq|bsjRH5~agNU@VBO-vBtl-{Q4cdb8Wxs?2?WBYy!L)K+`O$_3Lxy)DpblV7$#hlA zXQJ;H(`wA&tXmT8K-qte#>9heW5(;=7nqgYOhyq^4m4zuw#42;Q(f{_bMKm8j1osR z09AC@(uMbMkU;0yCIOM>#jG5_)7gL`1z$|9NcaX8qKLzKn~HS3cR$dZEQG{^N+5Vnt}LB zD=M0eXU3DYdL*Q4K#P{Ey(T2846s{-7bW}66c;Asqm#!^#1r3ZPH^ey#&q{s${>a* z%0Cn3t1{h5Oo~Bnr;d8ft-7V6UD2I|b4j$;Ht5~Fx;45;^(p!?%^fKpY_D;+qIF z6PJ`~!f%(OeEJSnw#uus)9td~j{?+uGMfEeLx)5w!tM_TzSmZ3hikqVz|eA6M9yg2 zB5h!IV)AD57Y2viqU;;a$Mcq6_QCZzRRYtR?fN;>h@^@JAkF8DujAr}|3TpWH_rcC z(ZM^dqZ@R|)&5Pr0h3=OE)oBi+D%NrH(OlJ>7NgmrK>|5!Z6**MaeNNNrR zc@oSLcM-?}Kp9HvsrtnGYT|Kl^POQ3`IHXOjKgnYOoT%PF4q7{cO7kRkNOsONGk;- zFAZANuz17n+(N#SK9(V88e zcBtIEk}hBE6hjnNMVYgN?Hm}$_g0TeMapZW#J+31eM;2pAtf!u2a`4~NnZ@rCv%A& zZFh4c^_m8D)qsQQUij%l9-u=LhD^C7E%7pXKC!ap-l^-+4ojyFlJu#a!^g{kCXJ&_=; z8e;FT2S#EJfutV6aW|Y9mmUxn`$~E{MOU}usVA_xn zzGudhj_vybC)fTAuor`aro)ervr`RWIQ<{Ni3S>QqM7X*c;NLSSu*3%!P$5zEL!y0@Aq00<4r;kkd#}`&8BeQ5$rc07WUw&Nv~K) zL@46wUSU0-9(p*)8F^$@Axgl^c)y4Y_(Z(xU|bG0gn)y?-!lZilrdl~t~TEW^Utkq z?K`}7R}vCR#^a<)Ul#bgJ~b@OGw_yuLraFDordNJXg$> zNmxWD2zAPMp(~vf&2?aOb#<)@dzdRhZ=F#Uy2neLjbtWQW)^0I3FGfPboB;$&+tmZ zz#-)S9cTRAxL^r&wa)etUykrU6yGYa8*7hosq8zxJEA(@;C!kh?mhLGn7X|R!(%01 za>a22fG1y=#R&H#xb{Mspm|HS)KVK*94icCIH?KDC>yJaO)JAp|pg7iric z!eJe<;|gKeSgA`%HNV3UpeY+RSo}KmxG^q$V!AsN#J@B4dvK^5Z@u-J!Uh0~t?m(C z;gHiyay(DK&r!hfv@OvmIjqCFiLINIK`Z`F)@B!y?&AfSPLlU?u-8CxzRBypeCFO` z9A^C2(GR7-DAZxU=qK3_sCNu8<~=(T#*`#DmC7bOP1n2p69uZzY&19p3kuY@eMNO1 ze%o4>1!;zG;kyLZYVtOlqg}I`G1z>i;SZ+{+&A`TsGFTz$82GI*E$(_z~K0UVBHM4 z<9;{3AW!L?VH6D5ar)5~-IOL3ef9)Ofg^9Pin+oD ztT&)T>TSPq#q#@Ew=*87lN0jbqYtlcrC>@$-wnJ${8&|tDDC8^Ma&_()CxFXCuuYY z_a|ge!yQ5l*P-JJl*2QWz+8im@(&vvAD`LkoSk0=B}q{-g3 z7*~MDXbDfA3igO@|Auj)U-Wc>aFu$z15%9^eMpw`HMA(%?(jVN^cXFJIsE;f7sgSH zB~}CI|KgH$BRs6V%Gwv%PJKcO(Nnwq_E&4c9*v*z0KLrj^zf*#@Z`@q>G`%?_k*9) zhm(tGY8`Dj=AqzAhG(Eq4v94K(a~_d4tQpRZrl67KyT<_1!g1L zYWnaZ|LCW``C9Ih(HF$;zIVRajr__3Rut)T%~$s|!kjAYRnZN;v4m_EJV^)R0P-SU z=i||)kW*>-ezB-#|IP~dR0lC*g|t_t`m8Q)<)mhR;q8$EFL-CJXb>IyH2sK#!CaRP z&hdk5Oe1a%E62oVI-7U(6C`4IMno+pIKfH`c7D5GSf{@?U>PIO(R|rBVaG=3eXg48 z&@Jhr1NLz^k1blM1c(URf%t=VSGGVLg>@qGTVaug8wxbIJpnEU(EY1UtQzlBz_eJPKKW9PTcU{rnW3QD* z?OoA9gU=!<$^;4jGx>|I$(thS*n^L-L6)p7ELgHEDI9L5e0~it>}8Uylo#5dekB6; zhIq^SuHW8WCfFtznYyZj8MBvf7BaI3l4Rmg@FA98Hv(X0X3I5z6tp^zP1MNwdHMh0 z0{$oVt7e0G?_g*`8=3x3{`?>QEG48fs54gm9SWTE-i@bQ7e?a+a75GNU~hfzwqj$kxJ(Q8 zCcF`$i(}+|qQ!dU3>5qVx3G3_tGFNS8^0#g=BLTyI-{kpG#`5Fz%4cU)t`fHg;L-% zCP%6mM~*QRZy;yAAKi#DWw)-kk^+tB;(M`eFC768(l_bJY&bKQJCT#5_*YyJRfb$G zHtSN5@Od6J{O?{O1vXX)wq0l&CX-4$jEzujG^&F*x~j(;ombiCP{~M1;N;H2g8x*d zLL(Y;qTKK4PTrE_Uy<{jY<`^G^O7Zv;qB+JoqBC9ocXU-X35cqEWUmUV#l4dab|MD zgc35jXi=iWwEPKka&l_4Q*qx@K7`N13sd8mW%itzkOvYvJ9@;9HT z@`9Eyl_FzTnd95Bu4oc2Mn{QCJjsqX=@2fch=R=VGxVNqS!uVqM)GxHn8rx0nj$NF zwfs3!E;G*7mD(WIps6`Ck6hcpWxb-ty`K7O@3d{yT&}%*t;e8I6q{L7Y{HnEF}*c=53kxTH0_d7#2aE|47@Bq^SfmqLg z)YjV_jLgA5+LZpM6oZxMuV-GcK)Q^szhq>({>LZEqaa4Gy}(qnR~|N`6Icf8h8X8i zjiHa?HnB@R5E@V)hg1PN+}M<&@LIa`8kUOa=!<-%1pokz9Ib_gsx0u%K1#k2 zRlja^I~d4Q6o~q?8}ert)_FZw;fQvbueV#4q4w2`)Wth}tp&?=D<@VA{mHB&w?0c9 z?p9Pyl!cQ^^m&NK=yC&qU+eWZo4kF+Gp_}q$stxg`@lyePg9&k2~O-EY@7nF_K2nv zAbPCm*VIO2X$rW$$>MNWcUIjfYSZhitql0KUYGB@Elz+)v$50*#;FJvV2_-&wGo>9 zRK7h2i{)^T?D|qH%Kn#ZY3Kg8)9Qy#%$!PZlK1;pEp7al`_dAFjofc2)~C>Jx0?d% zdZs7(`WXlV?AN|gowE&=VcQ$t-v%G>VNb!0-HH_80!Zrhs=(9_wNSWW@vpnb?Yd^t z_Iwr&JZ_4-zFu8g%gITyBGNc}*7#NI*4sAKtX;XR2|BjcCfyohKnf9QkJSv6&k~Rx zNT-*`^$NxGfH4*#RxP!e)iKWDJ6?W1iS6Xm_uElXmU$Eou~f4(CdZuAIedF$ zWPaWv;AEvSAo_d_>7mBW!O-KID3}#LRU~H+X1j(-LUM?UDCPG@s{OSofu1YKr)m5i znWkp0^9ekE+X#w40E)6$t+UX3cX^?NTQ^qQv%S(46;^dM}_Xgi` zR6huTJ911AdE4edpLVNSnM&F!*fn0Sy@N7vpX&WIIZ`Q9HX=O zLzrYOO5uXA{cL%?DiGirF$5ai47Z>J{h@W2Q!JK*`2@zmYe;rUHb>dB@`ZqI(cNM; zvB>TKb-tmb!z7aUKCg#~dJ8rFY}s4r<2|iZ#nVnd;QqwhHz)Oc?{@C%UhslAzH68L zDy3{{DimYeZK_YkF3$xd{+JE42a?8Yz|a#BD7sJG92W3qv<~{hnK8lObl}8*@@ueY zwkXP;z~q_YV0vPhe;2%OC2J#Dp_j@#ELr))kp@W+rt9QyW-9$4i|M`rGAM#R2-m2s zMnr5ervwaC1mkyT5rfh_@H(nS$1Q>bH0NC^za-6e&NIS;K?%9_`Lebu%KSR%z86}% z>#tspfo1Y2dxcz!d9jGnC0wm|k3S9w11E#Uzl%z|!@yc5fKzOT{Xr0ZChX1ijhQ4_M!mL(0o^an2n2f=D~ri3em&mJ=qp)V81#z? z==P7#6}8O)Q1`$VzRtON-rlB}_)MpmS+A@z9&Tv%<(oiCp^e#2f7Thr`)UgXznAKH zLz+Dv6t3T4!MHQ*uvk36#7~pW*DiOjH5jdzMu3h)T7S-m@cW(!1x$Dh8UC8{M;?^Q zU`R+whvd|Ly}Gq#Kdyo5R4)He^F9MX%d-x*S5lt`xXrfU{Cg;CJp#n*5uJDUcLSPY z9^UMhWntnxT7LIm1iXJz!nehD4o3S9ks?|>cpR=177W$V-hXbP`SZhvw~n^8q>>!y3vi6n0)OU#TVDM+00_)wKM(abC}nlg_XK_gVI__&M!h}Q zjUXLrS{N(v;UuaD6w8fY@1EIAo(8H2L`Cf*iWq98u`9d`E|{G@{+MuaRSq_tExekW zf4E4(D35jem2yHL^$Y74i`w}Eqt28_9PjyM`JOzD0wvdmh`>7%QTn=OUcInl27@0x z3E&;?MYwGHS089hO{yH{i+|e`bTZ@MD^W@2D#qw!9@|?Tq86k+U??uZoiBq)Z{}O? zq|7nj8xM$4U~3>;IR}WcNH?CtWS65d%bWI$4=XgexYWawf44yBYm_@(83D}-EMSw7 z5WK^Z>GjF$9zvF16+PxsSbXREWr_nX2RRta|49KN%eD=b2z3oEIwW;(CL({q4K3v5 z`VN^>5a*PEPu&Er0j)5_CFwBBRuP>{C|XfbyU>t*0$0Of`CXPB^@GN(jeV6s31rqT|){IN{2Mk-8~E` zjdXYSFm%IwKcDlS=bZO@&-;DxN8E+n1GUAsl3`gUtlYp!5`w z>J1dU5*zO;MFA%Mnp4Z&%7MGX-&Wlu+b?L_#+ci>N?@HGBH9?&KOh>E+sXArPP*zA zn?Lj);vu$ zHfrbRLK!)}?0)@pK@|Ebew2U^(sYV?c?L`-tfG8SE?!Jbc)FjWGH*ct4oKy4k_0Pr zLF2XZsx3u8uXb;re6+Gz>7P5%#7x+(E4opC>;n=NDB+2K1O?TSPs}<46YpeLXwp&* z(EfKc=a%xWPk6Yq9p;;?^=>R4yJD@F|NSPvy;KiK>fNt1uS|fhF~%z-{l$l@Fx&@| zsSS*6r*-z2dWx_h@mBpmUrD!7py(hjh)PT#icadt!Qa#di3szQC3a47u}4_S(mpgg zVsdn4B!-tgVVZ7PQM0vGRZ#gdWjjC3oPihO$AE$IwHN!EY$_Cq>P7ckE}Sgz{~CRN zg`(di0gXR$u^{mT!N2|D50!VFyGGB(=FpQ-Pj!>qo~xn!92sQwIW_PRtbR&`fIa^+ z5xes%e~Kb$M#7L0$1g+J6SX~$xAExI|1Gl_-VXzu+mJVypI7-%Q4eOY7GN(H-&=S; zv~~d{weiwt_x5e#!dBAgT)VW44uCh4AD6Im*hK-Y!^+wxboMuk(z_$kPjszxcuX+S z*E%#{cu^fqIo)5Vos!Gh{gDlfuev0w$k zIK!-RW<@D;A0%eGwV16Q{GG?3%F2ph*I znv!Lbtqcst1Nx6}8WZ6NUpO%n5uSaYt|WJv|!~U zPU4y;(WN*uRWk?8et{4Mdf}XHKuC43|I~_sp>GM#F}}9O{4&^vKV_A2MRh$oXRE~Q zD;HwRi0j<4IXf$;hyK``Dyk*1JQB_%>VX8pU%kKMNQ|S{M!M;alG84`FCDz$I#;`$ zx+?&~Vm!}mD#F4;KtY$gd^U80sr8SVOV2!c3$x>rfP1Exc16e5jrA51hLE!0Gc)HX z6*A-do*O)2jkFUdj`3eh1?7< zNz48M{7>H&J-538Y<}L4j6^R8E00m3Q>U5ucCG`?=FXhA3S+60)5^3Q1gC8FKfCMysHwB1Tt{ z@UG3dU(`7BIm?MGo#S1S8Nb#Hb?e>;3}Xq{cFFj_rW-R;S={&-&R<1Ysp_Z) zwe;1L%AqXGcpDq)fC^zC4MSKF=XrB0gN(+EEc5eU`_-fn-QVOCSmhDlk)Fy_SlC-l z*UjGCIU)QAj^Y}&Su1m_qg6xFxvz|v;{Ze-Ecd8&yFWSXwk{4o!KRTU%=z?bIFCMn zc&7aPO27NJjW7pJow}(WEDuE%Y>vcY!7woJ(7hNP-+ecaxbAv>o13RRnaNdO^zv88 zE63@qwQH^{G3(!BWjzvlXPr8FNB8E>cy>9Cj(Ci88#4i~*t*09&L;lSVb zl<>R%@EX)at}Xs}kpDiCdKZg17-I)xV{@ym+3V2nP6URa98Lvu7CcGA#vNyL05qY; zu|q?-SEqjW8rF`m@jU_`2e@7BWZ0N7)Ekq-r1?=_C}vnjHu|MMH1PVNRmR+`PKJhA z8rt^w;s9QnVp|+|UQ#O~v-hQQU%$Rk`2P_j62y-UmSl+;6{Y`$^&ZdDW|DG0o0_Ya z%|7m$8g|Q@>|?E$BMf^a{&0vll3z&b9C7S7_1p$% zk+5%6ZrUVo0UEly5Y(B^6c#R##UXQ*u62#L{Bmw8lW-0s`{5c6!&R+R3f^HF9k!D z`)71feN1oj{IFbw1=EahXqQy7v_>C>vbZ`QS;z@9+7MuVM>fU{Y`kR#IWZK+Exs6d z)MZ$ebfrKAfhSa;tx!DK-Nw1Rz+c_c#;OUrwzw~(=hKSzFb*~NY*(Rg@ z`+XL1>m3bFjHumIRjpYw&^Pbyaa%y*C*bNXo|8xKuk#+orfpWUhhd)f8%E?eBnyk{ zj? zgAwReF(K1|)7qm23HM=IAGlLh*+;3T`d$|o5Kd7HkAg=qc{mnug=9S>@;~9Hy~sAo zrZ|ADg#LW*fQZzkfl8!Rd%bZb%h^nns?hx{{v&XPTSx_Dar|@8pEsbAaE_KyFS85J zm>8Sl-NR6ceW)NmNT9m~t29oqG~?a2?DwCiOsXqw<6Z4${>X*#S=Fovciv8^(I0UWb4Z4=S!EsOUd{$ zZBI-zb?q#dd>o`PB=o}Xg95T)h^}-5rbD#tcp#u9cH#b!ucqcVS@sUi7kcXSZq;C>z{EisB&D?3e>@$|pcOBy8HNC}0?yGtYc zRtXvAomZ?34kOLRx;sJ+aUaOy+UhW8)}H;DY`bebGgUZZN@{zI6*xD0e<_@7_5oXl z-UNb?R2W*7>qhQeZR2e$n{4V+IB=1oQ6Je_)Am@X&#)iMtp5V{l?vOChHdF@$Fx-A zOxya0CVY`QEWr2;8MK~{S2gUPb|9eO;uMB``u}`ZH0VFq>paDY=flWuF-3 z>_|4iKxKHzmk4BZRVOBYPC_{{X^_pROdRWZd$se6d@>#ho`WUV}b(2-1B(PcmL3CkZNS7s3A0oHxP*C{)=39P9cUpASS6kRLg@sl^(<{@yB#FcxwqEM@PEhj?r; zjlKpM7~=0QFOVNFP_VeB4kyCWfmZLriz}`t=v4rBb8AVPO@(bqiwn=J&8k?eNr*_b z)8z60s?~X$nrp&a$&AFPGQ=LZt;^KrbTGRy94i>MhPHt93gx8xg?WA5HG0N0=tlI3 z#_3hFFxUGW52+3bB*8?Ca=0@)5}jHhS2$=JjBGMKo^_Uz>Nt4^BdKwja1JfK3l%=&2VUEpFQ41%H( z*~u&vrS%oK;}R9IXZvgW;yi7+%Y7Z5osshqAA)yZTsgo#1EAsc4}on3j8L1BB4NR# z!V1_WwRUc<^j~SZ7N`LfG4lodh!|$%yX!807_c@k-`$>mdtbJN;lgQhv z(@T?f097QP9L%+#CLn60U8wkw&_QB*2vttz-mjcuTAclUS!l7rmrS3LCoKkfFzu=M z^IYqyC!0nQexsjS9{EPPd zJ!kN5qz54C?m>~UNSu)MO>McC&(un(4>VcLWcLkU5pYO1R6; zt&Q!vlp+PPE(8D6Nab@>(J$1d{V#gFObZmYqo4c!4(MVXS4w=tJ@uwd_l+JJ99x^P zK8OQ>af5N|2bkEF%li?9c6Bg^QySjhna&)SbYQuE{_WBmP4IM&av${)FUs`?4;%L7 zuEA5n#?K2Q8QfP||A43RG^<(7fgzC@HSYfDiK>3i$=^0mz&vwPrbu-HXvwuOBp=D2 zRTi6xktVU<>&?uli1ep?}TvBVV2#X;il5cT+!qPtw7dArS z%l=SfL$xg7AtyRJcrL<|=aH(ivI5(@U7f{GlnTFCB=%~4NaTE^3t{}rcU zqDLjin7xu$<+OK44CJn?Wx?EhoqKz<7bgwW-_rtD8(U6(Ucql9aqoLF@9Seo(YR?x zX#Jqt+hwS(Nr+vJ$}>!CR#w))`ELBLz)&vnKsSnIVc*eU_GOV`vFb#VE&6@g#%mfH zHJ%7k|146#I(0*45@WvUGv!;T2f>Qoi(*40zE*lpN`@HrFizXK`?-|IA1z<{r>nD-BylCmo%D{l^4LuEm*_nB_Sc? zZ_tCk%gQ;vL|5r_?f^e!{Y0!Y?lIrjPBkafgk07!$jgp|-q(0XoNgG@$nzNkw7b_~ zfIU|-9HdfMYq_)0SFJNh`v5ebG#7Xh1xMVTqJ0f0{$+LP+q2CYp#U_pC86G(hE6XO zWp|gpn|V2h40=XPD+D)rNJDF--j0k`3=J2Y32(s*mq;e~Bdy->5s{9h{|5Jbceasx z5=L9vEE9AHHG0Gxrb+$Q!MZA$R&UE^I-_ zi}uf7Bz0>%DQ@w^4#UPa3x~h{R0ALdxj#r@U+kG-tEyiO4OtjDVDyKRT)%H+bG+ca z9dWoBypOyoO?qbe{Dx#Z2xx$D$*_O8d}?#2?CB$~)Qr@pyH1-`>4{zyJd}8&3P9gi z{%tHj9$mPuiRbB&TwLmTXrtQ14k>d>KUx_wv_g1j4}*^(8CH%L)7zae;QDQk4!p$) zG`l1sDr>K)lv+tjB<)o0lvT)+sr-}uHJO%Zl0t}9_qXu_&H5)T+AV?=#_hk>lMYRz zzqC`YSxMjqCYE~AgA~Ti1HxJNk|%1y!mzIXz>GkC5@4y5&u{sp7dDqW$C_pu3n5|F z%TNAn{N_#*lXP+66LGwJ>wdPI_-swyXdz;)7=5{S@H6cA$F z`=nvN=@}T?eqd_S=6z;sXqxoS|C0E%f_C_6yP5jZCF)7T-4xhc38) z0q_O~ihg|VpGc-Sr@wb-K~Io%Ywd=m@xHk7RX^pSPi+gbJa&iYBK???IdBNTTi?Mj zGO}Ax`~aQV8xffYt3Padf~Yh*jzqqPoDvg{R);cOH3&+SJ;AGbYZCCCcHgZG=({3F z{(59$##~+!?2>;qbQ@d&Os!Ki>j28>HTi4x`enui+@qV$_?23NahhZAOs(KJDc2DG zWq-p$5evqO4krnne%+S zHXZVAXV-?UT^3jKZN`!=iKkDVPn>iQgm+ktpX8$Ab$I`BVjnWOotfe4rl9+xLJSn9Z9QH<* zV~pJ#98ko`j*-CK36x$P$?&Cd>ZzH8c#_UW)7w8nDPM=OVB5(^Wt_#%k3CZ62i$-} z9hQ=+Djy6Bh4W#;)jAU!~K zs5`dl)qZG~+K&um$TVjn8`FzTAxsMSv7dh?#%c)OoldzIp1Dp=T300u4abJ%JJ6{m zqL>f0kOoI4P_%?8Lp<)xu8vA&fUJ}ALni}pG<0w9>ZaeB$rZ+VE<~6`&i~lW4ZjUu zj;YJp83efU7H5$XTOmv?BOug|EG&-g=Wd#C>xt}>9>bvzET23`e#A!>NVhYrl{G2R<&RAQ*W9I%I8MhrFRs#MNNR=dT}5V>}#`mlZGox z@n+fLe*;+v3%E*KHuD%-L~GiYTMT;Ig%w<8DnA-J<}!45a{Z?=$3{lPZlXHk$2eJQ zwfjL$Yhg%xMHuba#BdqZ&fH9CRO29rEdXluo$2x&w9)S#?j{Y2B0ST5^74zCn)aqe zMS1%s=KpMEBMDjJbUu>(dpVxG=VQ@hm1TBO7YPFNz*U5**FvE>C++b{6jbJ#7c z-_fN7OGJ&g&A-gOMW*5rm?=z#wcfCfh*?urg>7Ev<*ag%?;w@89!%l3iG8vBT}%t> zsgO(Jb}~`*x!L|W#G=1OhCIM>$nbJyA$Y7>lV||eVs!WrL7RY!l5}0_STE#zMn4@3 zDLiIp!>^J#R%sBU$-hWb53pl?L;gxPHl3U|LFw_?xMGWCG7-3eUi2fsa%Rb2oZrbD!YVcGc%!a+AwniOQ3KC)H8rk0K-Y(?kwQM~ zPE}`2*ngsQ{_XpMvN=<-v%9LgqsdpPb)bz?Q zEJaB!Xt6y-vz)BUp3K{r#h{-PTp^d8&W?z8y`^L;_BGrZC^|1Nd6Dt7nLZy6TBM_& z!vpd%P>w6A!Kcr=^y<(jEmUCoiMm_8=hh4|@dhiqJu6P%0TniP?5@t+7etDp<7h~7 z@6A&6Fa%``kdc~@TAkL`&1+Xm`52wKlzN+VKP*PXEL^04Rb$sao6dTATm`?cGxhM? zx^%&E&xQ|r-vs%(;y9?~AyGsD3yl1QuyH7p%N}%GHO>*4Fl+62;sdYl=SasdM(%sl z9St7>UG~(fw~|h-z9{hAEl92%&q$-x&30y8FNc6S;%}(jnvI+~5sh|bE-9{#1ICwq zf!Eo__UpxZAOkwyyp}yLgZv&eT=ISf-G^Cia=G)pb=)r%rjT1^+qI(`o{Ap{&&tr^~C2s zTOCmX`AkWw*`JlRToIF2j!@$&$oic+CAm^KO_`GN#Fzciz(rG{nCoBl$oYOX}>K9ZRzb zi=*OJcb|3{fo>Md^QBpN)K`606brY$*`C1*U|Fw$M{;$-<>~~S(;3ef9nYQpn-0Z~ zcMV3Dbav;64CY&2d!K)%j4=JD7XWa^=r2U`<}AK}UswQ3b_n&~4VCPk%&UfXzW%}~ z?mk{wnvRSnoN$Y^KWR_%^^$VO%V7U_oGkX^tGTsX{tn48gk2MZf^d-q?;&%CtbB>@=2udW{T?a=OV&79?CY;!yaCW`2ovu z$zTvT#Wd|5_WJqF8o6BNG^|d*YjN+v6%KALzpbSr9ln37!)9W@Dn9W|6^pU2j{Rc! z_f5LDN`Z0@%r!~Bl;XB-ZF}XA&3aNVU#dw-R`eDkV9&x?IrmKjg+PLa**`USQB{{( zh7Do)^WmwPj{9I_fK^mKhO{INJRp2?GXOuw2Yh>}P`|jdSl_zfFu!P5ESCdvEjIEv z$cU9z?Z#s?c7fqKnlD|q+Ynwfy^vcxfbK(5f>U1EvTWZSzv0&|j9o#pz$at0NELpS zqpnrd3Msj}=YN^XYq;fm8ehTzdZOWg3_YdoNvtFM*_qsqKHLYq->1#r*FI#o- zn5kfB)s)IT&y;;(9Py^`z2kwd6sFM1a`HT^UPnt|bZ$=P!B)T2w}3IxDloZFW*w*T zvIH-S={-cja_{nvKVwX%sovg3|Gw1Tl()}xsCm=o%%zgeg~yvwY39q{q2r{&WHTC2~NhCMsL zDk{Oj6GaqqWWugq zY{-xJ$}$+CLS15?x>sT3h1MEgjU^fPInnmIc8QZI0r-rL-A@u)XX`|SfUlrIJe$*R zs=@TW{4{`e$FshAvp$`cse`Dt34i+oy5yMR>@qqAUl!U4H(sm##2$N)!CfM!%z=bK zUnQZfoht$!=Bx5bguts*Oc&LvWX+++ocSzSaEZg$f~Zn6MT}Ifm;LVb%7Rm@59e~T z(D8?AlldWkUxDQY{k(Ot*YTxJZ22PwG|@wk5l<+*uSR)x0-_)EYp2ew;f2CwF^$xM z=u`!@@1w{7yVbp=tUq^EYZ{<`| zx*bo2M+zoD*cWokLg8nd;fL2O30=S}Mnda$dLVgzBaakU9>aQ{YJf4_>6ZCgCZ z&mrSLmi+s}kear{Ry|dD@ywQp)R`V$afI z_W`7}#0V)yx^#$6X5PazD%H`QD(K5CCrOy>pC-F4>^of_f-%dXH*|VWzsCLe4J+7T z!GB6zKKXWE=lYFu**6(a`##3Xl&Gar+ZP^O<=GprYVol$dmfHFC^wta^`F2W{#^OX z_bCP(J=6GajULf)%nQ3{c9ohsPTxtGXZ|_*;bZg@d4E1rfgAZ zS`VFQwEVGXp&>d~K~i$zJ6c~gu$P& zVZaZZ{WNy`v}uL8+5*ajUi*+T-9N{xshWh?!lzXMblrV(uEn_+HJV==8|Y+>{&-aR z*r4W-wtnatS*It;2A!V-3swm*b&zzn^NE{1AQ*N17=CQ}aav`6_*YXJ9=dZpfT4`} zXV)7v=|vZBP8;pawpfQ1XPYL==BtaZW(_qD!kVvPLevL(W!NdNT+*4LIY;4swrW4? zB!Zg;{~DJCAVNbEKLm8FlXj9f>L;4`vP1-IuPtytwXj?RJoU z^BVS6$ATgiqLA;K+&$N<$I7JgN6@1(4eblV{7)hjsn2k(52BW6jSOSN3CE4_-rK3)2ouO6JRzXoBin=4tNn zY*@b5l!?BCR40pgPm{qm6JxOStE_Gj0jSSdn7_PiRNhz6C8l3dtDVXHEnKvb#5pxf zEGN>cAp`z#F+h1@$?ss8$H7qgmXCfcl8_q2$H z-gEHAkM#EA zbYlCWq5L@7RO}m9ZO@z)!)-s3V{aUi(gkym-=7MGYUd~TR8@`GW({7>yLn#VnH~&k zYZRR<hu1L>5nGZY^%$?VMJ;jYf}d=67jQ_03x);~BbsP%*H=46@4^pw43 z_nUO=__LQCXv1MCSWaF6CG8aYNyRL^22HtEJKh8$mDEg&UwKE z=RA3$r;UaE#xWuFXPM-2Tykx1%tJnIJfitF`D6W=9#zXKQsZp~yrIcepYPy_cW&{JvMm7{FWzWI!y z_>^*}k-6{1XD!$CMHXEUP&jX*p5-OGDmQU z^z;5)`0%R?`oC6?eqhMl${)zCp6U(UcBx4nDPeL<_i@LD6WUN`WEc}V1mqg0$n4=A z8oKGss-#ZNvuj8aXkG57ZWZ@IR376wXQEMJ&`sogM?8!gkU8miS(@@*-?r)C%5b*R z!%mM%CaV-s1w%fL5oNSq!*vEi+nP))_jLV)q5?rk45Ip=W$nA8i|@$V-#r@B7w)Fq z$UmMe5EfQF;Il-o-;1fVAitQ2{=V~#beN-Tkc2q&K zf{Et2h5x)(RA6#BE-0L@_CiE;a`@TQ^FNuD4s-C{J=kVRjm5XcqIsicccp0m2JZ~u zB-W~tE+rY+hiBmKu6EU@Ly!~m>%Bn!T;7C;3JW zzlTO95)DJ8#ZtI)&DCqSJvDCR>|1F5$Sys&&*?0_UlltGWGdAP*`<4%Tm?1r0oT?0 zCEo?D%c;h@sjs<~rz zO_S!BSa-tmKJ91#?ApKH=UPXa22$mT<%1~2yImn$EEU5K#t{|l`G1h8!;8#^{zMCt z;XBXqxZ4M76BSIPXrd9KZS++4uvF0vBtgrOq_GBt*k0IR`R3V~bK`LxWOL>*^5&K` zN1}^$X{+IlE#cVSbth*m#;+g#Wcm{lB4de;U*V2IZ)CT5^A*aSS#!b<2J|zT*ZP!z;$Dmd4Dti^!)HdHJQU zCJePns($`r&j7xPuREYSP(M+aggei=x#XtX7ipaa7Xsy{eX%rMl)FzJB?{dqTxgq4 za~BprTkNv;UU$2;G-w1eiEkiUYpuw?Qm_bz30s+kL_6QaQYrWoZI4cCyuBFx$f#;Vn&5c?(3LHEu!!r z;cj!E-{=)CsqV$}Pwabrn}d^z+m|Wvdewjbx<9-$^rhisBi|b8?_2VE*v>!|Rd9zU z>AMyBr`6g|42&^W0E;BK}>4+jU*J{>PT4UqRhke6GfaD}bX_Ga zgkFM|fJei1bg-%;Q+wjv7B$Pe9A)^Gk|}cO)q-&2!#;j~-*7ngN2$JKs9Wk}d27rh zt8^=<)qQ*UWb4bn~hD*1n>o$Bi9{F ze7D3r_9Ddl@=;@pXeaG#4Fx_exnzG?h?CR&B?N53Tv z0wiGNJ@NYkS{}KQ#*+lTk=!@Xlp+Ht+*THa^N0xGaT`E{X1>Wdqfw{QMFkN<+_z$-T- zvcn>E?0+3){}mKxhrszs${@rHuab&DPSV6M1`M4j#Z{{x63*XGj=gZt1(-RW`Ytox zP$XHTJ~oVuVRu^SgqUXS6e35{H|%S?n0W3bjT?c7IhpJ?&7)oK_LkB!gjg5 zUip4*TqTb12*0zw@ErAjxyG=2-FjmOBcD8;HXRr5#$W`W50H51D2FU%eQT<>ema<^ zUJUVE=YXStVCBe!Uxd5nuhpAehWS>+yvoVl8WcIBgQNOJ?!~)@f3XAqDwJ&jK`-btumcf;^10YuJAR7USgOYP%@PsH8}vYo^V2}z9#ioBF8<$NQO;!L@I{P0&&2u6s6-#%7Wgm?)SLL) z%m?FXaoq>WZ9;W3;@8n|qwCVNTeUM%Y6mauvYEb?o18;--eD|z-_;$=kqI!*dFU?E z-QdCP#z&b_Im*R6A`g~6QioX1#&~3rBAkzLO*hZN%Z`UXK!YW+Qjz(ZVBq9v^@yP3G?3$%l)wv5-BlJLx#w4@o zJ!fS7zEW$u)JC=?5oJ$dVC+s83#I4TqsCLReV*c*)&BA66w^twE5Yi#`PYTRe8y#o z$oMeY(g{9wli_o->Km4ox4X&l8cnXbcP$6#vs!gab(DyJVmrjwSJu&+8S&2hH}-+P z8tcu7rc;}qI@s5W$QB z3HtJ)bG|y*E)pfmr;%%~L$w3F=)cgoB+YirUG}8Q0Re=CMPBI~pVXDOPgT)BRj2Vi zwQgWAEB4Rlu!aH$@Qk#ZH<=PK4oRHPKMXKhsG(eW#u7b)tT~7K@+T zT=Htg4)4&j00+9GA-Ek$s_3dxY;e9`2!B(l677x~qJ?2c%RieRzVqWRX`aZeeh0j*kbaS^- zqBpAv__)v;B7rK)#+mp#g}*;RImPTW?|YT4;kjS(`Tn%7a|q%(+d+w#;PhIk(r(v`?t&XPes*5jrbv;h7T#pC6$JTJ>(5>-)e(VYAOU&puP2*e+VLpJ2YnQ3n6tV?gcnN>}JNRIDoLE_EafWq$rc4}&kkGTm_>ob znntj0e4PEbQf{2RZn%%ufT~qibGifd?$d$OPAi+6+Pe;2hLf!hN3sH>jMND}O(6^P z7RZ2ou5j*Aed$S|kjbD4o^SCy(x@P^0uZMy@4kX(vP&i^xO8OtTawai z59<5;rX7XppNx=GOVb}9{+|~E^~M6Xl}f0}Ntprp%^G?v`OX7pXmy_!MUHYFY=w)> z{HqXqiKR=^HRbkp)a#3S==}|jC%&713e8@vjE>IRjAKRmqLw8A5?AOCGo?tDHk#7} z#b*4n#Z7#tXJ*N^R)lvX=Z$Y#;k$B_k5(Y@^P7-0*iu#UJj$sNy1-aFyNbrN4Q1vQ z4WCNBR+CHpoy9B({B|_#xj!3=7ESEUq1bByScf4=@qXlDCDui4-tgC3^Rk57Vc5HC zF<%K4DY7}%0dkrwMzr#-WIDRz6S8dA;od)b?**pwzDMd^lXLVzNd?}odh;&FQKf>H zto5Zvo~MC7?ONO*ts+O99(Q#EACDJ?FShhc4;Ctw0RdvRh`FFylJrhN1#&bjX&bxP zl$OeKrkHfy&nsyw_t6b0)B#W6`^LA`X+>dT_w_L^ac3kHoC5J%Q zH2efZDlcsVx0&VE-H;Ndj`Q4s=pOmuhd?XT*bof)ALLMgm3%bqGk9rm=F*nnt3K@k z{gQl^gLt2Pm;gdX`#LB6#@0;_zP_2$th5;$pb&At1g!>)SGl_&S1ftOnT%FQmGHv- zo>l$@^7!f8eLVFiKuu1g?QNpSe(M{ruhnLqtfqXR>;83JJ2_u~qP9 zxVk>XGrq*IT5+n(_`daga>;MU)6pTN4%XcM+@RPG*Ar@ci^mPMZhA19Dju#}l0g?? zHf~j!Dm8q;us_w`RLfG4@w_wdJ2}*!6u8MqL@kBoME4|!D23sqwViGww8op!#|XlE z-vDY7&KSf))gbxKyUWAHy=skIv%0|(Ppj#verUiwS<)h%Jo=P(q`~E==}_+CjKhCV<6jlx ze-j`iim<=zTC5cg^nxaTOTufNr<4J%LKIY8Qn55_;zkO6HS4 zRY{m^@hsGc^CYZKmo5U=*47nR-#~2=Q%?tnU2GXwE{Z3=T=+g%K>5{VdlJrNRHKHp zWBpV36_&*xi5^;uT@L2r~-z1hFaeQmNM4L|KH90pW`eaQDE858WY z4Lfj|d2z0WF+R`4bx~lUjg}-WpuBC0+NaH7=e#|d>5Z(os4^qs-u2pjF8s;9C$Qdd^X4`^@x^W0(@O9!)6T@DlT59H84eRL z7hl0)5aGf~9Ib9|-?lNygipaYKoZl#d}eNt{vceS&7-X9uPx?*k<%n0D;w;*GcgOH zPYwdcsf%35;e_SjX|NfRYco|^?|Jb@ojNR|D9T345uX1ks{Iw`1UZi$;{~8(3;q4M z#3Bk%7XI$3U)N#>tEh#xk?hoVHPzXZs{j*gCj2B1mmroXET6^=Vj=V#~?tb_?b_Q}PW;3orZb89KtQUNjBJ8t` zFthIP$RNscP+)M3Ti0*LEr#r7w|$(C=)Voj`eqW%`#Sk?V&hw%292T23t-T92(FBP z?bUmbA$`cP;_>w$Pa`o;rz`-#K0uCC_REBV4|TaGUz$P`TE=vRwLLuP>l$P`gi0y3D0R z#rcC1Xn11T14yN*!k2xeZKbu|2VV8r6ODV-~l3BS?kFy*W=)nQ8J{jTrr zJ$|&3U9)Pp${iO&Ao&$uGoA$3K@()7UAHCb#ZCIoK-sBjXSebua2yIQ7dbKQ)GU;r z17tMAZ?vM_VY#Vmz3DsWrmsb`D#_m={2vr#;6J6nNsw;xgF%!CS^7Wo+dlx(zX|J= zHc{~S*m#$w_QzQ*bDgq}KFwxA=bXI7+R{z4%`$ZhXT4_E9>*d{qNgrNx9a{j^HqJ5 zEf;Xl9Gs?iIcLIrsyus>ZnetBER@cAs$_f@f^hm{)jTLYHR;=!-|rrrdBp%=GOZLz1M|ehck6DEOqw8HT@3PX#O`t`9G8nX9XdhLaC6Ir>>r}s3Y`T{o=wj; z7CvJSlm|Av-geols>Cn*7|=P1r~gc-H@h!dUciAG{8e<-d~grK5xDmrmBf<=B3eQK z6^DD6h?_0tRo7`43&!2*xT7`CKhy1hI1GOtp1jRtBntYAh+;|x=T|2i70EpCq7w2E=>im|~4G zNo&MU$MI+t%1{s94!La94`;jXY)o`dRC6UcJf&HH&3?CBneCL}9F;%z!E4}_AMTCn zj3nDJb_P@GnQflrR(-g}-!lTiaKnBgn;y(G$;`Qm$xjg@bkoL_q1&}$^@eUD5<-QT zGoB~T_rc#64tUI62v>nzlTPis#RVtCD*&FBH`sQerV&R7!2$;g7@tNS^PYLsY=4eV zUbN~TqMQdFdYW0iU3r45*Ytid4SKZvC{M^)twk%x*Kkmk3+&Q z&`iAJ8$R#^F*In_GqcfeUKbjPA)J1ao2Xj(iua_G1hM%!IJPm~DA-mLj1n2^^<)_R_y(i6`H0ZcFY*>0G2LGPi{40s z3lq|r1Q>Px$B|NVmmuGwh6DZE9TtFA;egsGp7XG^Q$QpUF%X}!B9NX=f}^#4%w#_r=d>5mQFRkIj1EU$-AA7!lN<*upR#q*-}fJ$JWRMvk^ObOmd(PJqL zaZYF?co!1fs>K$-Kk#UHXSOgoSEb}@Jd$$telMlUBl@Y2qMfVh8WR8Da}XQf+V9qb z=UA*BuylfEV&guJcFI0zuFZiis35QDUSz9y0nu9Na-;g;jpoYrUX>4gaazHCK08OE zO*UY|_~d<1`zNPaK`Z|V1-=4ozdP|=#s#y~9jlQoi@}aTG`l+^E$Ad|6D;IZ-Z)qY zh^29|qKs=7Ji%2DK#RpWnJmh^_dy6a$kzaZh{1tGs~*$t7jAqDSHx+&ICU`F&3(Fg z<<^5+-n(suQX&DI0gLp}i7FA(=@(y_7+Jw2w*CPxbHFIa-Wg@WCcf~MDu0ZmNo5ai z=JgRpo?`LAsl~-A;e|(@E);!GO|s(y=baKlns(bX51%czIV|IViR9x)Ng(A#UGM?a_V1E_cVyQuR17< z-r+;ZZQu)pV6SU`-wS4rL%iJ0NNO;rrF0hvYDJ;=3&Z=_dl}e2vE+rX|2TJErs98iF*gCigDGkNLEDTtoOTN2cVtMA{lvwaXs+W$6Bq znJKG#?8D=5MbZmG@Jj<>2;g1Zj^@IPa7Q+s-WH3&cv~tD6^+(;(cL50#C_cTsQYVe zp~Zh(_bLh$u*#G1rwp;l<1;+sGIQlEuu(>LY41kYMo4$#%|5*Q2JFNabkew?sPMC! z3#Fm~E|iev_I=={UlKVKoGMHYg|flF&)ohe-gSiIwc$KTxs3@{xD2&p%ea z9hTJ1hdasM%+sd-Cz#SvU|K|;asUbHM=O-4LsW{(aPrhDRBN>2_fJNlVGk}tOpy`)4 z!zB%~Z@%q351hx-DCQlV$CgD;knXBS=4LXyb{(5))!YlEwJ?m{C7b;1%@%_SqIt>5E1*)`CGWPq*Q4tlJwU2{`G}fiT zp1_ivpPmsDv0J$M^_E->e$d}m;!(M}$Y}|O@ccoQgp*UdnJtPO*nj)*p5uTOVC0Y& z0czPw;;J)x=bAkqBSwH~lhoTk`$n4T{TmwbZ@IL;eyLMATy(Do;Tr-?v6O69-r z|6~trSegU-cy#`S9$jNea`4mqIx^It_U>uLKDa2v1h!!e&2rEJm0$z|G*?{ln(Cjs zN&g*&-izS=? zzRe#Fz`aGpCvZDwYgi@W|8}*|R8%Zm=GH)^R^~Wok0zMcJo+Y-ZLo&3_rP6BQTbM| zDDF^WS#kw))AawkEjLP)JkxHWz_VJl%=!1>X7f|+$@k1d4D-IW+c)wLJ|GF4rtN$h z_)o+wgA_5f{_bgDAy8xZjC{6$QClZX3CWytDk?et*S4_pgmeLhEPb%EI0Qn+gi(Fu zT`qwUgWbsY+c|&~_u)~LbA9^(l+dA1NcNQW5y2C`EHV*aAk7$&4bwc`o&4zbKhgv8 zcvN#|m>Jw^i-m1U0CJ+1>S+VII@{X`Sq9deh?F?4)<|r8i-IuJIiOC1bwA}J^}~@wRK*` zh`-!O10UY5l z$WTPyXcBO~1yqSpa$1N%nS{+JGGRCdc8;VMr@w8wW*-T~OAd+u5B)oiBZ_=u1{I%3 zkrphKoi-N;ZyxrG=ovkG;?eyxBE6c!?Ne{%=-dBE5-T8ykuDwOG!#s1VAyvVv5!PS zAQTk%Gaq>G9=!Npge1B{0sXsYbvCqJFx%P?OZO{{R9|j{VC>;x2LIIh#7;Zdd-9N< zq4W!F1=$lul|h$s+MfpM3c%k>_zZvEr}azmuv+ZrJr&E8Ke!Al?lEDaVPn;Opdt(0bBZ+9$at(+qk!H;<%`Jv`4kCS-~WJLl)&9p$~Bg zV+%$F^EwyTpG7OYqc&vuye9jBFHCE;hCk-bdCqg$oUHW)#UAGhx~{~s{j&2TkM_a6 z4}4Snq=d29Pt!I8hTugnDk2FciK+Qc+Wyyv`_N?u>G%deh?@4H4(fOY9aJR*+~EV~ za^We1^i6L?Uf18noXIMd*MnKH-Rf*FH7h&>`r85*&UKx1z7}dBgkw(w97X&`i-yhR zN+pYj+@9~dlqSSBN{!+DH~f#60LVm2J1Jg@fi4IwDxK`S6A~_MQ8PzPw^4uf&OZl{ z6hFsfjUuFptmIj}^C>X4@T*bsTTMi$03*SB1cP;OQxT9OH%`;&{^D8oV)3X5=KKDJ z&rLf`eB+9yHt{2xXo8l*p-T%^_wR{0I>^v#0!@eTz=D+vNowxYK zrPs546TP1T41wq{v4dx!YcY;z%Ch%;2 zMEH%5$KA))o`PoP0|kWjr>GyNC1rjQM^23uH*XbJEU7efP~^{DxqpI?7b6M@buSUD zVAy&Af-NAmadu3>>dSn!*3pE|&LQd$w$Il3l7it~sM37^E zOiCTtyUM`_G|1(kfpV&HsbV_w{F^F-<~7H_-*Oi%MW$%q3WJ*DkZg7g$h9`;oL_C5 z3oF>c72#jh0>=M|#>gE2b{+t>pL|Km+LOGY4I7?{kG&+`CZJMr-$0BXGuJx;NPYVe zi}ZGH!SlPdCM(%dw^c0pEfA= zQ8!~iMG4&jMK>Zr~Q-~cS?`9rF;n@Sg{0No4dyZn2kZcUFfS|-*5(}&igrGu3lZ(QV z(HIs0drpL$kX{lARCyyrZ?4GlL!89;|JVA8BAak1Z&;&~_->{@5Qo*s!n5Fg$@DZdcM7 zb6UtqXJ73vsC|)BY?)CIczf#pHFK>85KKp>gwus95Kqr{T&W^ldi7)8O!9|Pz9*@S zwrbQ^q@(7;0W3)O0(+Bii%n1G0vXVS@+r+^wo{@j{-<{Q+Ca2WtVl^mhL@i6o?*tq zz5#_^g{MpF8ygXj$MZ5ET3$pXu zFY5mQBXz=m^~NK-57&}y0GZE)D~;0>>-A#g0%lSfAgfAr~)A^tDBGUc&vDc z4HA3316Po|>Go;12x)l4(%tq>68n{l26PJy`*&!A#%ReZ6b5ivD#D9t>1Nn9bTmm#T3^s+w~{{_0Gy^4OCC#APy+B zDlZ&@*c|S2xcm4;Lp1vw$SBG#*AL-hk|Tt*+Fdc`h|mMlp3t+r6M_sUR^=NTtRx9| zh7oQ-xI#{xD8UxUT@_}tlIY{R7*ka~%RqdJ_(YCv+I@ zS!NKS%Nzzh3|SIU-~*0l_2tXt3ARc&^R<#pj+6aS;=}$hJPM&URDtuysa&UQ=+&CL z?H=0yMsBs>Slfh3GDEC#GdB1~u8i(bFb2^4S}l8!s#y~To`}usV6t*?Isbg8#U^U- zOLdCJ*2!-4s<>=wsZg9Ka+?&sxq1x8U3sgEG$7{^vne^G%+z z;9!@d*TLJPejc;0F&8;<*Mrm?Q8bb(XCL~AveuEWn}rDp<8{7p+&{VdiJ#>I<}cad z&6p=(huKgS(27Q8+p^oykcj5NWmUfAmzH0#)4{(k(4JUoA1hHgifU6nP|(XHj1pW< zPvBwXz6LU(#yBIgnp>NvNYFFD8Bl5J!-&9DDx-Z6Nh@qG0>WsVXf0d*ska39iKB6y zvKLc@j|o@8c_~JV*-Kc_^n`y=1%`Jz@hK~HQB=D;)#xfO|NAJ z4S?$c=oDbC-DEKh6K7Px^y7$oeR8J&}z?>KQ0^>M#ik^eEJu{Yw zR!_Mv&mTpzA2wgSUMNsmGU`lpci7uKb$`M2oD04`EPJy${l&8`7+?Um_;O!G)WjUk zg98o4IcaNa(M1aW0T+s?s!o~TzY$h$7iy<)Pwqtfb(#iox(d-#CFw2i@A+Khb#s|Z zSQL8 zK8VF-jz-Tk;klH@cy;n}6kcNU|FAe%RVC;WP`_V6AvMCUZ^W}H+A7L_;?wKn7@^t& z#*Z^|k!SoOqueC^#7O1{Bi#++%ub)7NmQ4F>%;V*bpX{)?eq)31L_gwSlp zx={%DvuhC!63m=?LqnHA+3WdAD2RBoYJ?E{cN6%7DZhym4d*y8ySDvGP=-L888TWt z0Im!oT0wbPuS+aTm_Aa2012~+o^@oJm6B$LtG{jk?sZ5mQBvP~bWU}2q4dq8ca;Rl z);6F+Zb!vjYky>nLOt`dLH%FE!R)Zhi$Gky5j?YgXlqsW6I5-eu9y7%%|4x!G!|Ri zk-_T*ioYWL$rra`eBh7w_ms1W5(OP92M$GW{GTcnYaYk3BF2xVVM7qEV9d{Gjr=&`@oD*bSV zE*WJ<8kb(+P5e6 zsbxfKk4d+$qB=>RDCv^!9;_`KHSJ^?zWmJ1WybHEsB7Ejmz&w&@bNw(?yt>_NV7}A z)GGJU9sef9#i%2i(HK3D9R9RBeD1z*jR9BUcQ~gp?0EBgv+vvDFs{vll})`Z3~ z%&wRB**$$pHQ2hYI&UFtMqPyEr;>xzC^k>~$l2f&(aDbHmqFoC^zhM51449&Z4$1m z1LYaS*@w2*<~M(#39d>hSZ7%rdws)CyMd;lP%p{VUM1m%S2f7_FwviW&+jZMJD{`X z14kE97je+c@b|J}KpYF#Q!%owO|RQ{6q$2_l6X92_@P z)ds(??MfrP)n_;rbCZ>7)A{mXt*$X3MIC0cK9+cyo|eW;VSnNWR*mYc3@Tvl`%T(T z>*REFtNWX6w)xX$DKReR|t%iWc7dTR?9a0)6&9~)1uqzD1@Z_uNF3QG@ zas0~oz!{`vkIL-w$r2L5n>#IZo&t0dj+vV8l<905*A|r!u=|PjKbd>e^q|wei#)m* zv@zO<9y!=NFb21gT7QXZb9~19tLQ{PEblTRU)J3odW+3;sC%cAPp>Q#>u%U>VrY(K z%Z^*$g66PPg1i6N6Iolgp;!5|;B=JS7RxQpSRjz&(xW_`nXj^_2`m)-*zA30a!Y_s z;03+`r7`WL3rN$`6IxzFM35Iya+7{+;Oth&mV3~0W%?v->7CI7%p z)fvc!hT&~Qxo#896CXA--^Oxcr~Lm&GGPC}eA_2mbad@*i`Eo&)=9Swg{c4f3OWph0KP(im>u} zrDb6R=B^vZrm{dVoaE@sx1Gr~ViR;wRA_59X?}V|@N@LfZXH~e8k~2(VRkOZOaV63 zQYsHBx3mnS`n}UYeiZ9N(9h|<>KAM((~g=?{b`FJCD=m8u4PKG`MPu7!MjlZ6XRa# zurKc=PJ%S&lP?_Qk-aC}1QfNacLV_b5kH!E$l%^7@qnEtdj7Omqx5W#C2{N})GW5I z6_#kbvO*ql(9GAmvHFyYT7jzoLh;hia9 z!DWafJ^a-*l0-H5){cnlB7F5WNos2^e#f8w@+VLV9O4gx^@Y9PI!~T z*B!nbVj1wFxjjqQy){szJM%Kr&qeyR5!PQ0)1Mf2X`OJ#7Vw&9m0sWOnc$_=l~P^F zP5*;gfLRMzivO&ve;{$VX)FiM83}#%5RVDcrhylseQ&-O=3nv6nk0l&% zVh){9IvCSZ`d-jRoQdc1d418ZNYzKaJC^J>TVO_EybtF|v2UrQSJm{@uj%ngX?2Yx49# z2sVDEG7RpiKFkol4-32_hr&E|djWq-Re89~tmc3e#Rr2EV-dWHXWd**N|1U}bJ;a4 zwssSO6&h+F17a26Pn9J6Jq>gEzYn&IoNF<6T-{-DSsAdo$)r%|ZhQWw3+_Ozai^rA z-QVC+@Zgp1g5|LEkhyX4W8Md42k+NSGG6qVuj+z!Fqx{0qnL;|qPX&$laS&0+|-pP z)We~&<3&GGJ|0{a(p-6$NwJ;L5FYqidsyY!e@kJ5q7XT_^if=y?=nMLT7@%lWKYX+ z@+1+t&bG^BR^Gn1rves`y1FM{+f(C^mgn@YJ$96sOyAfQ{+8yLH^c4uXK}iVYpU5~ zYoGHkT=#rkDfD2Q6!h{Sga>7>G%W6orp(u{!C8ZcF+tioG)+AbkTSXFWoDfBND2L; z+QcVahJ19Xc-=nvl>1SgMSe`7P5@~>OoWh1f@E#DX_;_>YFVY*`@I-TtvfT##F-t? zV0#ErTyiZwJa8MKJAnrNjF8*CqCtk$=lfH+fW{YQ)i*lwwe(g@T3A*`WMVTL(&7xo z+-?q);E;L0$CJRq2FF`~&yXj@PFS9y$Bg-2Ja~^gaG-}^8z{eB1+aNr2>HgoJ6eAs zN3R@*lfu&;cXjPsz1zY^VVjr7X#r@cQczk7F@5Q26SYdj{3wTdV&ERBcNE@F))m=) zbZc2Uv+?V+^@ZN2Z&Pa1!zCx#Ko*8J_@aT1YLCU0?11lWl;e{d6Tzi{lAK?eG933Y znc#tka@$#_b}h)g8JNJUV4_6f60S~o%)CKb`{u^G-}pzpki7)uRkZ|7nZ2k0HjmF; z)aR={n6UUZo%->82%f>2f({)j;kLC8;r*UPv*T%3QiL_Y0W&tfT_H@Vt#8;qlEIaF zc_-zMu{HEs5>#ym>CU7yQN-&{VE-&qI`2nTOR8B7F43+WYc(miPczt#)(EZvrsi=I=)oh4ZN%+&)evU-h>vbtCU zf#*+Xh1-huy?@1S4cWk80m}3z?>$?+M(^vogK;+u0b8?Mq7DMJ?q0UP38}ebflT$9 znL75`T9N7TbyaLb8NC(UmdW|{u-3nOdbk5ke5UQKTYI&$Cdg{LRt9&tZoYd*nn7ze zqiIFvuDar5L^+N7=|X#S8gF4oeM-_VE9>h%srfw4?PIosaQ*-RF$-4D>}dm&k9&b_ z=GDI0q70~vjYB(si>ZAscPuEN|1Mv6JB4DOp2PFH^E+GqmQ7(qIM0%dWVfvK7qT*?5X!HKpOHqCo$mZhV!`#8XjiuRxKP3; z%(%QO4ZlszIJ9{2`@8{%j@Fqw-geHKvLd?(2Us(EgP5xd_&fPsfAyQOQ@p9>RrKq^ zEcVVx{wg}%P{!`*ma8W$e*a*n7q!VS1BbX%KLh4(LjU^0P#qD#={d+6I~#s(-M^xG z;P6h1{+3zoGY<$}#!(CAzheNMx2vpvWg|7X@|wiKWtrO}*6(G3x6MZhJ~^j-Z-NgI zhsR8;1YXgns0bzz3YgQ;rWq-iGk0qbvwHU(p6=)Hi$2&T!shkW*p>OHC)W~RZS&zw zM}P;%)8>A?t402{9%}?l_f^S$trw!w9NjYuMq(?`Mp~o4^TiqO;+%=XqASl#Ben_= z{^WpSA0qmAu>Lk0w*GWOeu9cn*AMWDdS(L-#yfMBI-+oeYc>}OQt5t47mcW$ovsz8sedzVxFeuL{{zhnlo91Yj9*|fRp zsrPc4swop*_oM>0uG$a-2(TNvm&LtRw>$nef2 zJ+I1asa}B$Imd^Gajz_<%AJ@2@B^H_!R_LAP><@ImER{XS+Uds1?q8q|l5 zTUTpo+3TgL^Sc~Y%~w7n1h@OWr`VZWMHGJRipsF8mKVMc$2K765qa!H+l{c+3%Hw8 z?~Td##4!lqeW}wAp2bvt; zAX?xw_Eey>FdUo3Y3_*YroPWmz-SI@+<6zP{0L9cs^D*tF>!z4C0WQ z%MqAgbNtlK#k45?N*{Ld!G zEV-YL*4?wePq_)<%!^Qo*j#ZLeG=)dnN~<1uo;ycTQ)Qq?V`2}4(o6E-(#dwstzXz znR(MC(>G{bK^(i~=UAz(v+(j=r8q-;r>5U8W=9h+G0bA3Gb{g4y2;$H69- zANAvoIa}yUY-RZv2m(Lscd<{juV9z(^`Fvl%kayzx8|&OH^ipr&V9o^g9>PY|RQmjBbq>B=47>ayc{AwgJ;MP-r_CfPDn<@Il)JQ*TPPn6NP%NLzEN#+ zTRW=U@QPm9y$dPTK8y!d&Wspmx!7yUE;nPpIBv(6+5eu5L^Vp-FKX(I7e8Otr{|lp z4Y>?=lOXY?pgt3F`O3|0JYMAmiPOmAx?$4FY(MO zGUc!I4Ta;j`ueI+ojo?^6NOin|M(Y5Knc_mpU4t3zHzoi?glG9F27FvaTb`=Y7$G_7Kq|k8% zxS+X$Gbgt@@@?rKKrNKEQaL8GSX{d0y3|%-W60F*KFrI{sPK2HK}NVz$-|^4>GZZ2JqnV)5;VFzDTC zkrtc)wc$E+Cfo4*n`rbGLA4zxpe?`nvG{M5L975;O@l2&Gv=g5A#$|CV&t=(0DmVTfStX9cHpC^fUAK8LAzQ?-b;HiOpb zZm|Keio-b;8AZISW&d_8NNV^BSs1QNYgi298Mif7UvO@;8?WTXW*`yhSelZ0vKw|c zEgqIapl@|d%SIhl7;QF4cD}Gf7g4mT612NF{jHD!XzD1Fd%AE<|9|OOn(#vtjF6_xzv0cOw2TW4UBRCq1&Q31ATn5Jl|5zO*m34-y&7^fV4SB$<@KyVt zr{6Q=02TT_yv!-!L^Eof-=FdDNt{g`B)Z@jRF<{98bLFy26|Ngpxi#-=q4g|R{l@O!INn!50ik^ zecfLFE1mg>N@r}7pUUp4mrb18#T0wzkcqNO%-I_FBs?)hofiMb(oQezo`8xb!Zt~N zTdlLXBpR16ga{6ezEw?nr8G^B&Gh#-y<87X*me@&Cie(Wlv)u!N7eR(M{N$jGQGvT zH^CCbYBm38m)d!wD8Ci+_400R=r6?8z zbUAF>u|W+oy+m7hx+ZuC-#Jyaf*0V+!~s| z7`i7l_viizNKMq@pJxMj_PDrHQ$znduab5HqBn*u|8!!)3W%a<s&HeP?{Rw_cU=sagwnrw9XU&V+N6 zi_x_y_pyl2=CpSVzw{5b(`)Jq7tpcC%zR+Vf3b3XrM0(PG|8rS^|iAM>5y2#)z{CJ zs&3q|*PnS3FU*b5RM@Upfm`jR@xE~z zKu&R{F04j6w+67%oV^y>x*mZ{NK8;o=dDesUB1)fu>5}B{TpqpaC=nm`i!&Bm2%&V z!d#BS`I$}znuFiUd`RjE?*XM$1Sql5ckrVk@m8a83Pf3i+ECq|^BHbdL zmsKn5nRk`thS}?>SsFZj!#N)Dj1k} z@ASs4%jvu6)};$NpYP>X|B6GlW;wYmwi-@(gJIVQ{L@k_*i!pTN3#}t6%Q(LB~iW3 zTYjzG3K|)^=LWW@o@$pF`?LvR?Rvp_A!mAKY!9EN{!?l9!BZ3$u-8j za-Swv&QBSZw``wKK-l6qjM6{MKV$yb^~^cu)u+;l!oyxpYt^hbbb4n@JI6aj!hG|2 z#(Q!th`(pD`g-+eA&RW7YPeoXuyH(RdBP!W{Vpq6y{!&|&$q>*H*q*4`sh)_4pCg~ zNVN z4#>Q#eMADijPAF`*LDlWpTG|alG*%FrQR# zFysSGg>Ip<{mKaKK}VQt23~9Tywu8?*liK!uDP#Raok$(plhSggUjCXo?Y~C*cgcT zt-ywENDH?}&P+X2d1)@2cWr2YH;v9=WI>W_k%+13$cRy$qFD63-Y(dJ@|i zHWsctyDT@KBso1Gf4KJ@`T3@SGvNt$wy!kC`XhM6oqT<$X8r8TTyg&|zGuWJtk!0- zCcE(jWQD)TSmm+z%!(yPDt000kZJ4=r75@97;Wkz$mCtR5~giGu8+2|Qwbcy?MT1r z_-;9!vEO#F3$vy{GQp+2ZL8I_9;4bsyO(PpX+XY{krFu?cSwbaUH;I#QHfVJednF6Xw>weCTyIg#eQ6z+Dj z^9*xqt0`S{3S;e^sl84Q#`5ROU8imkKhE|^F5ozG?rnyWfDJk>$&nB^^|~dp%--j#?!K=~uZ7H;tnrqt_lud+)us0) zi&*Mt9`YHsD({#-vrgOTKDic`&cDRC$P(9DcQkU@aUig$;BC*!jqRF_;QHY^FUr6w zM|FJR(>M113axB`f(EPA1@^R?6H*`67+-Wz=ZIxzT`!s>U7z|9+xG6}{KEC2)F|~-i3~mG|7rG zp_cd;5my9rt#0(rG`*WE(K|6;8bX7i22}ijTTW@owE}^ zPNjbuePnuc?osTpg{!5@Lb8Tf^Mb$qQJBcNxn!<^m6zX-3k{VvP2a_3H+m{vt=v^K zu!cA8g-Yk1e@=C7t?03LBPLD?TMrnJAE{Z=^^3`5=WMBPFpuwI9=YRo(Z39FAp_ojDlwCBrm`{Paec53qmfy z*Hm;)ruNP(PfWC$W1KPYP-y5r628?dcXOhwFew8SSVu?LmqQO|EcZl+9JZ`}z@>94 zXYd~J3-8?1EU8X)UC(HB+A_{r*5h&OVETa#jW8b&96-j%r8u-G)y=PlUVh}dbfjF= z?ZALMTW>7I7Nuk#K!)e^Sr`z+NcmbWtu*i$*kBM2ZE%6R-6L)cTQy{8%ZZ#bO9u}L z{mnaElbUY%QKNfx=s;j{Z%&|gWKqhM1-<7nwmsB>$meE9Rki^Jb!{ncgo`;hGNp9f z-&Ff?)04A@<#im4yU#7->Do+vvT1woJXxAtuq>d^=Kk@z&w!Dy=9!lTiC-itj{Dx6 zvSoHX%zNUhk;sitD;jQ%{`M~T7#&fV0KV#B5=s56;DE;7?^uqt&7VJ^*Iw{v1P3*m zp(L5+hxem{P|pw>caG%L+@e8U;d{LHG6^l6Q9Wbb+V$)VSWHAa? zK^aTIw=%pl%y!LJs`^ttx*6zeR*|sc&GM37VNO4`)+_KrjrEpZ)4IUIlm>swV#iyV zZ}mRw0g+9{%Sa(!9|IrSGsA3{?H(p>>&iuzYoX~*ChZ5N6wT_+QGiyhDtL-_LB_g1R6>}ld8lzsme%|*PM-v)noaqf&j!qPDW7fm}T<`K-Rxd z8&ivN6@V;yW%Nj+v+GDtXRHNz?78tE%3Fug zsm8C(1Ctthi?4>JG{pFonQ4EHL;j*4K14X`>TNQqs)B(i7jeDB2JtoeWBE>B3&Zcb zTrZ1Amjpp;P`Ya8v1B{~?yy!CUSWr_wh=@_CaKSPTrt<$^t9GYTw&zbs2}g&yu-in zYczY4I+ztfqSG`UXkyPWNjICK+1P~uPt z8|Ng%7K`U=Q!H*KNZWHdv`>&H;hE-DTAcoMDQ^?0LWo#N-9m~t0GxkB(7yU7>&iNV?Ze64Q!pmNGF(9fG%WoQR0NB zih87gL&w@Z5;l=1Yv}8S(8F_>`DB%ldNmguFDfnQO-YbZ2?_4AeL@QCjMb@W`)J4x zl0y=}Th~9{4KhgKcx^@QulB(8eaT^TDe=ib7AY^|O})o8n;M#$|CT)&g-gi5|2+nM zq{o(B@wR3Ae7k|}7f)BK72TUvUCU!`6OT`Ec^`bf_-2LW^>OC66S1?8mq$)Cfd)ox zX8a_Yvd~5J$IEY^$4OFeQK?2Zl2$-)CiMQQgR(TM>-_lA@Eth^bShzb3=jocf!yTw zLsVys)uqMIgxaCj*W9v9$iywOHq$oM!1PJ~r6>FyUl(kR{>`yle9g&bBcI=a==Yh+ zOdDOmf2FDe22C*hE*W#gpL@AuKzAi0>8Mg2#+7^o@G2?+#WuYIsd;E>0FwY^-=FuN zEsU-F$1dR0gF(eXIIyDh z0R`WQYjZEz0_4r6Z0VMl@_Z8%fcy ziBFEa1&`{}nrx3>d-nO*Ek#}9*eGBhL9cA~1O;-Gec-rHrE~X}8ZnS|RLzYSOd;4F zV2};aXz0WEJTLE)+}Xeo)hp=x+r`5s+l?1(5*YNw)W7N>#M!@?fZ;?wIT(fu{yR4K zln{-gFZxXKKmZve(rE#Up-Ol2gob;kS9zR8p7Gx)CCtm^N1{OT>O z;}USs?04J&o3kssBA}ri!eL;=ttDRFKehE(#+bXoy;|n};l?l*Q6EM}a|}sXBZ@f^ z>P1qo_kV(|g_`Nz$aoeChD`Nhk37EccNRA@a-jd>km7Vl9XrWqW%LFIqoYl>mAzpU zpq!>Z>V~d8>(t_@0d_t1V%BN9f)k$Wa#UKQB@ST*I6C%fNg5w*>^ zyp6?0*&F&!H3QFXj`*%JOWwHw6|noOmqhH6>M86l#|2KU<7+`0o@@;wT>l<}+?~`SnuK z;rnm46+%*om2Y9V3d|P#se-??0$#W%_XV|lZ_%2E6(HK0!EsDTSa`OQ)%L%$XiG_SBVJHG73hF&~oV zF{q#k=yI^heZxkV%HQqRl%RG(S1`mt(>+N8jC~q>_%>p;R7qKp1U8 z5w1fMulp66G-MF2o~RA(vW#cgIYmWh71%6{jPMm`z1g*MtQ|^TOv&HspBiAra;Hf= z{zJD$zN2sux~@#TgS&{QRe`xyKIcNB7Tu6tth!8o5`7el-m71m!GR9!l~r$*Rxmmk@w-Nf!EPPp0EhtdFC9{M?Eh zMSK6%?=eAh`o0qjy;}n`f&&gu*LiGN$|0hF+5SGu)tAwdL6g*@(uZhyU%u=3$fjj9 z?1yl0ddAe$_J_&oE>4fd*kHhjJOn&RctAdK>a9FxTgDASa!!lHI!p+F$M9q0?n6|Y zl6TSU%QEm$X!-YWizDiMGQ!LvW(yd0_B&VE{0!1EKlgDc+s}X0zJj{D3tixFL!8Eh zYM0|6f&6ou#LtzCl@V)32~+j@a-=DpcYv-&A6&<1v;1{`cqmQfXED@~!pE8Ta*X{j zB?w&NG>V&dW^6b2WMWLLe#&|8ZU#I(hQ3h86+HxZ)?h^vC(+g;dkc1ODAcKafB>UZ z-dR*2V_}AW;?`~vO-MWNcXHsCRK|*DEfI{ZXRnwIMfOUR0OZe~1 zp^Jo46)f`blsJoO^Pkp z{glsU57}N2$kD!WVAs4*Paf4;Qn?d|Sqh=437vA}IXG2I&6HZqxK=3ju88Mj0?sKm z`unv#5sb}-udhk0VBEX|?|;Mst0$V7f42`k6W-()oycF3H}K} z7mj}ZSesRGDD0^Q{;ogzy@%~_KMCTBy5P}>>5CYidE4c%PSnj&4#5}C|Gs#)7s6Md zYSWNkcYXg=6wTz|I0)C9ZEuo|h5Ft29&0hgs3O?JvD@bOGaexO61Dc{@!!oHH+d}P zCb&j@g?KC^=B@0m1pw>;N(R?yW%G93ebeeX)Swc1@3d_L(VHaOue1dd;U!(V`{_5Y z+XV^0?>fPQ8Y_DWL{i2U?rH4K9uI18)F2ag*CC!wP&SA_H1&1eSA5*FvmDjUcMqAe z>cHJpc@KgASlN`~-(Mi`aNe}2I<`35D)5O~!%oO9I(Ox6*fw72y6z zkW0na9M#;@${AcJG}Mp(XSjQYW`;UH>yRbwr!8gMWATq$dnn zZ4zpKyZg?Yc(RKuP8M|?h#X(CndhnX#vl^Gg|jqW;m+)geAk#Y#&9`p@U?%VQv#%3 z=-t^k(P)k{qC$($IW zX`*lQ85Bktk|<1k*?N1&Y?!LkLxSD4lWL0!tF!xy%34%uEVNxGXYagEU$kkQ!m+ur zcGcO~o%=;Etlk@4JB{|Kd(vtf^u0*eHU zKE$+Ha5VCP8)OXnV@>xQo4kmNQk`ny?UBz5wPIF@^x-3t zy}h<>I1KgfQ{Fg}X*n+xJ0@Gjme=b$+#ir>wb2@h&igr)O_M&16m_tfp>8=bY<@{% z?5>Ebdg|~Smq#fMulg}*)S}+ z_#n~q+}n3P5X)^n(&?j$cd!Et9u#&#)8aZCl?GRyIkMAQ+ShjJyL9k z2{{s@Zjp{Hbi22MHehU#CdHaB0)LyB! z&&=^Gv*W71(Td%2Puq`Dsk3QjcJCK8dz4oWI!`{7>93`vso+?=bCm1qh!s1JF1fqI z_~c}TuCw47bC%b=nn4?a;s?(Q6Q`8Q!$1|L2>*PA#DSYx6(rb&@}8XxSt!}R!;LZU z&jhL}rD0smPaMB0%-k8ACVhN?X52Mk?pvH>{~H$b$GqKgO;)E~;*8Ul9dFLQuMt?k-6|q!|zqqz0tBq?tiPK|(-68UzHSySt^kbLfz6 zhWHNZ`&~g_um7RHnKNhaz2aGGJ!|c{g{HIZk%fBr>4Lk0ug-TY)eE#hXx(?}_&X-P z7y|h0R3I_UakUd*nLS9koEkE$s8&2|Pjj_7@yHpBL#1a86pC^-IPEhB_zuy)z~!>- zESOCClvoq9pK`37LtUJm|C0n7dCT_I(XH64ip<;_T>}D}?@dSmW{@Uc)oyCSbp0Ia zatEa4J?c#8Q(_!&)wWmZ3F0?PAWZHim4H5dNyGo;EC3`Ojd8{SE!UP_5&`eW;|4cg z{-WFPouSIK)Z&`2fsya3(@_piV>p)!BMiIC8BS-a70_(xya|t&`u!W{icF)QTDhN4 zm#$EkO}p1&G!Xl*j#ZV+pI&2DyX7-q!dO7%_vo8qs#b#nlTt1cul^00byXk?PFO21 zP0Oj5aL5Vh>-}qIViMCvM?byJT-^3DdbYC#r{Ifz^34-Z`@U7~kSRsy)SP*GjHdlH z*W9%wafUVjqO&wTTR8GJ^>cd!B$YU@u>Oer|B1_hyz=0Lll>B1C$Ei?(Zxc{e|Im5 z$+FP~r(vaor+n={It^%}F1u08V7gn3{bU_vzOjmC8?5=A_@l zPzN8tZRIc}%*uhA88=#gDlmwD0?=8zTKyS_CWkI*Z59kk+eP2U1^c zbFH`p?N?24)~O;*rzr}rjI#2^m~vI-Zc_RA2k1id%$ij22z6QZ?^;O#VN_{Ww*)~u z#I(PJAeW?Nz}w#k zAa1NTo;+O9aBX-cuW-v%D&}-P^TbisoJGaP0OWemB7k(gO5Y_bGZlG($><9n`}c~8 zF1e*hMAY&e?qpcI)CYhkRIQ7(IJ~#A78 z_b+|EZaFAX6~%WMVxC2oZfzs+)kdrNB{2oHP6>1tdNkP;zCryUC&^&9TkElrXW&Qq zgIF&dQH_FvF0xp4*X*0il6mY#NNrSQ`%@+8cW;GAvGd zMFSqd?&cBEBCix)QoJ^CiYa8vN7{SbxSXx!Bpb$;LDd%dlz5)AF*Z$9b_a2Nz;D8m z!-?2v9S!bh=lQPt<&b-Z0C3}<>f~tYkqB61aAqN{(`)3uknwi;XVOh)9f*>HvAvqZ z)ZvVdvB6iXwQ1U`*R7uQ62>d-%F90A*rF5U1Khf7!Pjn;6zn-`b> z<8-Uv33PoY7j-}>Vb%?9hSIqOJ_54)x8 z$!Jg+m$MNF61L9ajj_Ea(#EgcLr_ z1}4pPA5z2ELajpbwrskj~2|n^kGk9&U&SFBwTZdA!D9s;W!GVI#q|QaD?$nr{ zt-sXgI~T2f+B}KzP!gSF1j;{Fxg_DRHsxg|;5ckr1E-_3I?jc*HYa!^ion{C3&rtDV;!$#Pe7r7 z4a6n1Wsk0LhKUqDm1w|`ghNP;Fr1yhXdCW=IP;Lis5d2VMFjF9bM=d&b#(EX7eAK) zDCGwDprE(5uQb*7rt8KyZrywZF}_YhG(L6vVc%#dRp#D%R~P6LNu{0+YFFs!nq_BR zM%}V^hAZoRj7;JNN0!Qovx6ma*d&PszRmNO+Gx#nzC3RAq?sB-nl`FVZ0|eAN=>Fz zqs_3rSAj#eA1P$6KY3he_kkP}Rl-tB=%29kzxd=g|HI;S4Z5>9zewvD9(%@75yzyS z`+S&UpxgFmHP*c=KU`Iu8^2{@lN__ZdAc9Hjqin?%aSM2eWM=4UAZ?F4lA`WcnHeO z!dK)AZA(Ynq-R=a0u{Zs5a=O7FPdZC7uVpow)(P@ne+@68maHuXqY|kki7kYR2}0-JFMobDbvXD1*`5>}=t;)+X#2TxL$)9U)t`g0dcahk?CG9`;}kzNi8+o9TCP zt@=kqLimt&T16zyb+4!@;#GR9=e|6f5AG&C>;BLDKA4NS+}u%TT5%+3BnPlH2L;me z9tGXd)5KkPt-At(&+}L*J?D^REA9`gRmR$oFm_JJ+XZeC9-a^JO%)yQ_a?FvO4y^Y zDA~SnD2XMMDKmV=0DYALy$&!Me?NbxE@ya1J|t{R>(d^tO?lx_y~%vqKyUo^lvmFC zqg&t=p$*jScxR7rn2r5cG;+!Yyp(d6`WXtuD(Bt!TS0^_CzV&9QFGHYI42Gj%I{x4 z9P(>n0J-g?fgSgrW&Oq}{^kfBo@tFYwtL}NXy&mUB{XhgT$f1yuiBn_bUg~pcd@Dp zce@|pn{_u2hLrTC)}dKwV11yxsZX3C!S8UwxX^yXLY-CM*l4GI(dFi=ccV`T1s?Fn zOtVIwt){+#p(#LSqNlICKb!Nu*4>+K;9K+=dm!ucXFS8nH{BmkLE<3qj{e>%&}WLH zK#ZU`+j_zEiWh6b_q^h^o3=~hlGu(PJ(&ko3QqzrV4ZpZoNsEJU&VmTPSD6*Zaxsa zypglmJmu;LkMRYGk@`z!4lstSDlIpSs}v5dbePI$tafe2Y_wJS_33Tlm+v-{-<9Ke zZ?wF$f>DNUuXp2}$%O8GuBL08jUg+VmHLfo3oZBM4z`*XPhojNBg9;5hJ-q;)>W!5 z_8Z{Id=}pqQ75gUp0)N|L>;MD5}mSc+cQn>Uw?K*^=&n#+vd0%8toVHpQZjcoBl(A zq@<@D#FdLJTKDQ7f%Ej0o?n7WY^V?2Qz-6#k;oJA2iP=@G@61wU}aJ_?^wH;D}$fO7<-~=3%WnbJ&jG80k%ZSC;+>;dv0K z0%A0A-F<#U*HB3RA&Ao-Vy!KZKUUMZO=wcvl%(Pm znxbr`VfO0saiMBQr1%{i1z@Zcj|o-USsk>i6?*cpinGd`9lqPH3!(1~B7y98&u?@p zymB{9dR(dO4G-;fb~im{5S`L>qv8I`@sV!LG#f!pu_zh>75HVE%8JAjmV5a4I{Fua z$LcQ#-BUStLhgisBl&jAWo;(xXPoQGCN(&>R6mf(JGk|uuGGa=ZU>iBaN~WIwGHN& zO6XP$7AG*|DLyuwn4!ix8@RJ=!!>n^k%`2&ZhYkAfm#C5gsmeV&PAU4lX;>T4r;vd0Yi-<@+pW_Xp(bh>z&yqgQVzrGX_~deA7L~gyjtZ5D_rJs4AZg;Oc-bdORidxm+@KoJxuERpB-qs zYntGb_8kW31p>Cx2LnZH29eHsjHJl7ACZx$pNS7Lq4X~IY+Jl|=)OA zXw6qsBQCi}2*8?zAKJY&^HyrFb!+WBQ|$4iJDDe(_cYim@YG-&=UthK?2KVuzOvuM z$4>ex^bttWwcTh5^u(WVVtf=Adc4!UVW^wCZ)iV+TTx2x58%aYOD9<#N`m6!!fgYO zJRFWsdp7#ByKdkx+)B%Z%D%Zrgl&np;zsKM(b(@#`w|rO{eH>;Uc}9FC84&C ztXv2zd8Q;Zu&w2CayUTVes!TUovx)$qzc*`wXt`rW4}mX9P6~R6GKjOpckNk)fJT(5RpK<@k(FRlqD}yW!h7~)hGP4Vf zez8A~n8~_p7TeR`ySjn>uitOH+S!}*j?d4NIdc*h?SMq^3%}fxjjp|!t7)K&jGLrR zC*_v?srX(E{o*M9fu6Pd)U89|4PCv1vBhJC2n&qifyE9MPsF2Kw3MZlhajK$zWPn< zKU@c`b?_S=gbsefcMmTk%=Ijq|&{8_XDUcJeMvveyZn#!J}iA{3L*q3s6~lar(aVuF+7T~Su9`07Sd z`B}$hs0J7mZf|1`qB;7-a_l+V(OsSQPd|xSvk95+*D(`eOuBxx9Lmiif3bISl6%JN z&?GAy`ze!*oT`F`(yeI-&FF(XULzNgyNUS~Epx@vL$|&1#HEn)00+-eq$k%HsA3p? ztz~nFVL&!GW7j!;_KH!n^Ype|RQB}BK50}yX5-)oaEXJQ@wmM?FTtrkWN$FUx>(u! z!IqUpzzs$TEkw6;Y$9KIKb8y7_+Q-zB?Trmx8dqy%g}Uci?`)mNh^C}+l54)+a`*{ z3l_nuoOFSLOuDEt9!L2tl@=nSXa_Ra98j{j``TbkP?Yb-f;?`QxtOc4u&(H3pSbEftoRVkAk!Sm?OqM<`>iL|5DbC6se#S2KL@tGTF#|8Gy+A=E z>Y$t;b_JEUV)Zy2#?2&K^>iG2Ji%qnuR_~_AhL~-altvUxM`+@`wN3UliSy86g*!h zS_1!v(tQV4EswszE{NlJYHwXzO0%mZ%tl#jUhO z2!h8Rhj-RQa6h(1eEYHBCvzUw#GRXc%a472TDX@?{t=g-CMj{vf87aCX#s9%Qh=uQh=|}#X_`6`PteiHm7Q}j#ThLm^0yU#L2}$3w6sv; z_-+Yq&m=J6@KooZ(?SMhjtO=@J1!K6D`JL6v~FtBu0fdA&~laYDcp43YNIIwN69YN zp?+__gs)s989EZ-d6CYT)0ox?evkKaCHdp=H9FA-=Y`7sq`?oaAe(`@JR60_QHvj^ z6CWaxuDee1#`5;<^)bTKCL>%D2yNU_d~aQ25;QZOW-|k<*V!0^j5Wq=ij>wPa(A;Y9O2c7332W%0>g3@ta9-nzl(Q6te$F z4j6$vXIUk&Fam+iBM05sG+JCLD>dld5s#2N-S~9cBaX!;>dh?E&q@6YM;nRFyaas= zsHkHl44+N|S~3osnHmZ$W z3Etf8*KCU_zt%M0WhT@eYomSA+b&+`%p4gy6mt0PjpUB?Fn({Xt22-SSn0zq8>wvv zq7tY0`p$Oe0>bIx2tdo*MC3_%iMNx9}zLEB&DXoWxOUK=nQiyGQP?Nq_S>4=EA zkO~A&Al@q70)y85Su0rUxpNq6ca6saRiT10GoPCe*7cDl;uFAzz`8bbFiuJ8?+ccEL5o}J^Gj!*If z+x7)7l9~7_;^+)e(5!w48z|5^^%xh*pTe z2yY##4*;{onK^sis%qLU-)_&t$ToaG-0>R0P-Js)aG`Puv3+=<_(*xaja>Oe_g-_* zlolINq!C=?u1-m=xz}Fj-dbgsJhp}~yUZJj9qY{$#kzHk3YsTMRMfEH{A2-_dCxKt z#qCaC>{pdiTr3*iD)=+ABIqQ28*DEj&%>c^w#dQ6%nO-_tiXNHNQ@ z=38Sk3(9v?H0kv}bl5o14R1LaVn|vIlU}*n6o|b)%h%m{C{0jHs-8#lM41v?R`h6} zEY>@a@Wqa=V9A3LVAtSUfN**nxek2j!THRzI&UIyd4K+?8C=XcB;0a1ej}j05J&En zrVgoj=5=YR5ly*p)S}k%GhB}&#f}@qd@(2*aQoYpw~QI+-F)JyNvP50*H>3CI!W-( zv`!yn6Spt9H!CxlB4bopx>#Eo*U7mTH}xAZ`6vUZ{ZQ~wUWoL(Cp&J3tnbAe zBC6|AcI@rnRA!E$@y8a&$jG$sKLnXG&puI7xWy!(qk1>3tu(V2`?_A!HB+I!@VqN4 zR*sCT6?aMM`7)TcgIX5k=>6hk#R1fCHtN7*ZatBd8IyyS+otB8OXKiB=V;Gyr(u&a z8E@ou3{6Sn8Kl^8F+Kj&CA)w+2ZGJXQqfm9s4KJve?v4k`Y_BB-tBckl=1HnNGoO#t~Sm*&7&51Gh8V|`S;0Uj+ zN@&=M9n5&+QEj;>HPKjvLi9dT0RKG_Mjv0e5K;#cu) z(l0R&6s7gj-0EIXG#KCvmOiHfBjK!*yLlf@IG)<_2tDA|k20m(=1iqo` zS|BZ~bD|_&t0MNP^0VwxYb6CUB{3D23aYl~^SaEyYe&(EnJdj`oFQ>cP7RW1#;H%0Z(1@%O5lM%y?Dk9!Z(+>sGu1cwnrwMg zF3YRZqB=k_*XS%~ZDVtN^=3Oc1xE9ufr`gmKrxI(5YU9i1p~9c%D+*PZ`6r%Qx@8G zr!T>x6mh67jEACOb~998=BA@NBBjaFlzn1BH}DX{$Q9IKOd2>uW}ruRp6<&}#=>}( zPDYyCPl@q_LE>ueXItG}u?MU6^mlZrpt-YZm;Za9RK_)C_kQ)IWKM zFqdCJRcFQh_*DS@t_KvS8ECc?gUD6{kf8-OZMei`s675jRurf>6st5j-oQb^9$@%GkXLCF^BNgCb%L z2iQasrYx+4mRJL-GVXiJ#@^ft)h*X{VIwvM9)rxWIL4`T)UX(=_?k~Z8>BVo+ZT^( z=Tmy;vMZ>1t+;y>=Rwhmk;wvLIfzoyAB~3lZV|fF0fJc}UM8;2GMKASKfys0AL?^~mLO<>4^b$pRsRkTT^K{KQwt6gMa)^{6s0k z^E}8v)&vjL+U}k3LqtwZ4&WyQ|kb`-;(KwS>JEi766y*_f_L z!@%AGytufAp&WMb#jK=q~-2q}j{@|d266F?@1QFyN^=KimO?4!+ZTjU>+Q?>>!K_!QOIrp+|cgGkMLD$ zaz{Q}-TdI2<{z zccFC7#}gBf=Lj#u(Uf2&q&(~^TRz$~AND5dKiyPZN%fBN8ew_(@pjRmuHc%T*n+=+ zcxf$glA?vvUZl(__iaV6iOP3@Lln{wJga|%cDQFRG)W4TuQq86NQFc_MBu})KllE^ z2W@Mvr};1A?k5@*?3|ZWojAWSMDeY%9jAhZ%SZ*vvsRQCNf$< z#xRAj=HwR0reR%b`U)Vw;)Q07m=d;mCQ<-BqZKALy9a&ES%xQV%FT97a zMv+&P`^(jOzr&(#fwzmz>gMb1z_t_5;wts6(KRI=Ug$g$W7SfpXP^WXKrV#2|VyMP1mW z3N{)`djm;|uR2O_&z|*IMSlNGa*uy7$6Q5dM|(dLTdMUm1(iWt21q>_NS5>4XR`wa zg^U!zs^?YbWC?Tq;QS|AIVdKzJgJVeoh;*Vha>zI6bSYc z7FV_}HtDtTLem`0XS*D-=wQCZCVa9p*>}t-iPrehAOr!K=o@$e;y!s|G}ZMbdSOxT zPu@Oq(Geqo7W|epV|zRA`}A5khk8DgXY~y}@wl_S0@SceoL|9vo)u_IJuy!*8g=vQ z3gwUC?4=7b*Q7OLZW>Q3TMz&ulXcUGlV#r^!D!wrLG{XV*0GA!A<6g0&VJUf(w!l`gQMyS+I@}Pd-?zNf1z4zU6 zYax&5^&Jrsa4m6&E5bSdZd-h-qe14V#2Vpecmk*7RrDRtG}$2C@;~d#?E=8^iB&jq ztSPxA@8x^C?k^8w3-*h-w<%{LTrct(r1H+4*@XdN*%H8aSF?xWv_j^kPjA6)0dtjyEi zGWWq|!Kwtrg|2Cai4s@17RT9WucEUsiHhfK=n+O%H1--~O=Xc$Yb!kMX@`W_K0Dkx zbc~`P9_5DJ{wHb+l`ccWHAJ%rH)Gcg2Wi9ftQ%EMn^E=pGAS81xyx;h4u+~K@$3p- zP&0+nPHEBxc{?In(@!x(sDTnMXu!XD4H`NCe-u#^E^Os>BELhk^}5twjQ8wgRn~M# zWoo5KWR=}a>HE+^L^m&72Nwfpz~`avDzLfB^a2_Ed5)SIICCU-0LNWL4WZ!|6fUP7 zkZ_S}kwvC<^H+AQu97%Za=wtArVbX$KXEu{=ic%3_HF}NRZRuc!Xo`S7If8Q-^DaW z2LoxgDF@{%;&uz4#NRM~0*UC;hVy)lE`+z0G{Ys;8#6y-n)*cKw}t@H*D$l@VBi$^j;E$ZCAo7v zhk3_0KxPi2kQ>Gw)6X+Nm#b-^8f-f2o)sBddhF944Le;>RSc!w)w0hQKrh;*veSX; z$UZmaa64M|-dG83!*8eiKzwgwu58~EsQVDJ85}e@b{BdF5y_A?ur6yF6({f_S~HT> zJjfIa`MaQ30TSAfW<^;mpyQ!y^{zN^^#{3q;}RNqYmprJT{BBrmrtQzB>r{zyQ zY}FrpQ@T70lP*)G60CVJB04-nEwu2w^q?;V20+W%_|LCGt@e?xici`Pk45D#jZrE- zZXLGKo!$@WyN)B7{p6d7HI)S-l{H1W&IjkjG8d9A-<%xoiYmob62sSl!U2Lrs#33F zC?SZ2#PqCbkkRYtakOe1BL>lplN9M-aZ6VzteC_+k&cefL zt$9g!0C~f^X?(MzvTxk5y=RAlIE7xk#zN4ArW}*~xgB@nKt^a=?m4ieY0Kwo_B?MZdseIi&*Zq{GMc+9gh%%+-vA_M5Rz@IZNGjZ)F# zX^7s8U*Qw?$&&^#9gR;vDQ3P>Fz-{c;WMyfvn8CLwc@Hw^=RGG&jI~v`%Ipkp>6{)%05mD)W4NNYj5((A z#ycc*zmk~8YOH3?O^`#tuMkF0idXf|)FZo|q$PW71D0l(sk^_IRPdxu19s?6oTAq# z>3G@{iTlRX8ofkWD)BZ2i@Dn@UzHVZ#$R?%Q%OyAFW9|-Fg9VORUN&`y9}iP3d14l z@#LZr49SmDDB7vHZDb?dJ_>6(S;pT^^*mLuBa8Z2*$11U9;6YoXk^iXUAhwg5TlA1 z?HU&k@phqd3WK9$g2=p#|vgLP%*n={P@xn`~g`Bl`^ zvG`+SR)OyHPvtOTeXch*Ekr1xt{{m%t7=*(@cAH1%ws169S>wN82QqyzBXpf!C%NO z0FxX*qj9^&y)H}2P~`%J6vHy40pj1+j_n0TBRq*ktSojLDO(ie;HTLB_PcKgU9;(d za!<&}#^58AFhM81BY_sJD{CRwDa*0HRJ_d7T9Xa=b2H%&OQ2Qzy%ykM6DkJUkBB@* zY^c9;`7RE(+*^yjF?PrH`$WjDcxWu3hz}j9XkeF4qjPE@ijc#xrQxa!$t+1ItBI7- zL5R=%YwlP9av(FDd<`g5qZJ9*QlyN$>ZmeV>2}+rQYv*)5Iv|f!S$^2Pk-bTu|JK^ zsSU)wbxLVTo<_C_pquaeJiKB^F&>?j#jg8bf6XLgDi!qw=AZDO2ViK#R+Yu^nhw3^ zM|OG?%rT?P9D|*SuPx+7U*^1$lYOQFdR~E0cTGzBoScV?;ov&+tk*N4ihlu(KFQNj zA^s&25MB|tYiKXPGP}k{N&W2iJp2};BHMS~!7)5i7dN-6^7UuWTnVY~JG2}1Ue}BS z039Rze*8=#ynnDe#%-2jbJzhWNrnj&+>a{w2oR;TgU7U>GhZapu8+EO<~7wWtPSxU z*gh^7+M3?XHggq!i;YhqyTA~GRk=06E)sPNoA|P*Wdbq;Xv(_^)1d&ZF5x8ZK0|~8 zVWuzEu&#_q`U}l{aoJ9Ue%LSoXeDR>A zfa_n3`lUb>n+BM-+etA{Y1f`w|I6457DvQ2*Gx|SV-b_$gFYj#Xg{RoGx%T|%KF>u zqZ7Mr-Pvi0^aP8O*nas{9E&b;91b=$J0saI^kp5!!{5a*5%lr)>@Z`Hwm4<4OX$7h zKCRE(+Ze0yvuqrjy^_A!8#7Z=Ed)K17$QKk8z&SXKC)D^2qQu317o6L#tfLmxI`+?es8Cl$?<&=E29IqH{&X;GZNA+(5MvHM8A1C8QSf z0*fYB`D49y5t6zc)P6hp!GWhU#%p3vzB*TE-K#!bR?*hhCl*BO%S(hb32d-2j(p!w zofu*$gr{430&&b`L}-!?!L!E)MCZmr(#$!kZEA$3ME01VwQr!GJK*JWh80zVV&SOU z3myPZtG&ua%21|ct@7m6v%8fYF5B$T{CRT}w2R z=qf;PhfcBqH5q=>@xfb986@OhvBzjy z3=fi=?sx8aRvm>XHYxhrg0P0His@bGNt&g`B6w>;$@pIqQ{p0`Ds50gl_AwBvbQ z^b}sCd2_QjeVf--oIFK{a5YG6-+nePBA2=ByJT8D_n4>Y1}MkpLE|L6!w1$d-y!nE zUWC|8qXI_1{}m(F&#xh-@)Y}d&}u6q21%QA=(^*cO7OA1vY`=u+i7s9+-w`@4j85A@@nQ%#TSDv;u-OBX7ItRA}y9S=ssHZ@ic*IGW&Q~`Sf z1ZPe6;k9RP1JO-|o`ik6dfv`4>AwsQ^+bQevm{)Z3=l9kdTC(o78AJwF6%iT7I`}D z-!*_wJ&4U<7Epl5&IPbmb-81!Y%C78NB3UuE!r#~U)``#SkPsh$%!_DxlUA4?;XCV(xXP8+0uhmPEOuOxpx{Q~z zR8$(bahd@tQ3+_E15ADpMX&zqvsS$$S3(TWcIVN$GUf>42)S^ARJx|3EFzbeX^3`|=n)qss#Gpc%WorZQZO0Y^>lkNqE!VsfoA&ug)yjBWw%~jTCTd5g zLc{AJShs-G)MG7EgC2#a&o9pE|5xjGgWPf@Argx|f*WG2Vly)ROMpTn=B7hjaTOE@ zBG4M|`EW+9=|7M`Nzf)RLYqO#*!{6pT~;l@E#qt(pr;9qIg_Oe80ha1oCuEq3~InX z+~088t3HUe*8E)AFFhf^CMM zZzvkmi;C`e$KH%>O)1D@{+2ss>|XiWfOd7^vkxd52S)~IoZw{ah91ki+y-gsfW3ItNO(4O~=k$F4>!R0EyMhp|n7h}^zG%1NSY$#? zsEx(Rvvl;6TQdBX93(Qt>*Sm881nJEBxD2v zU1J<>2o0qbMD_`zv;^_nn<+NNbw=GU;Rh}PVOrW!9IgOG_Qh$YmtV!=flr6B`#Ms> zwsMqjBZr+EPdIQ(37C{%CGC2LjX(wDYO^YOp`GUt4|G*%U{#&lZaz@OCU=rPr2Y|s z7`eqs+CBx7S-R1^_Rm-Q6Ey2?TtpMU%Xyze$=iv-HYREg2gA``W@@APzff0zr+lHn z#1NhY{QuM)fjs`+dwK%vCGOF8q2amML&TI!Z^21Dm^1@Gfr4=Sw0B}0mojt-&*7c9 zthB%Qltgg$T#SKQlj3XJ)`wc>Z`-Wj_YMK|2~M$K{~smc|HJP9YPV4?bH5nGki#5% zAiD_b$&+hWZ1?_iOES;`fJNkMs{41tX(;c0bA)!9kke;zNvU*~Yj~IU(#-|+$wC>z z+&^TtmSp5e|E7;MVk!P20j{F3`&C7pb=(%``5QGs@Hj}@OYwgOGeBP-B(ZQ+b3Py6=4Ou?vap%I3|J=_hvjwaGJ zoGqeY|GlPW${QsZbH_xg%d5q=48DA^ z5fmQ^4ji3iwc31BjO~fxwzj%YGZ({{`fd+~w4Ml= z+ou!>O(eaEvR(xP60mDym{L>~0Een83wFf4`6?d!0%g>?vEJkn1iYSCYx37`rtbTU-f@Oz#_w1+B>FH94Cwov`=6?{oxS z?XJJpDru$t?H(aO@8Pb^MOD?rmS}j;o42jy1Unu8ixVM1INTUK?Ot^Ql)@?G2=XGO z=&U~D{h7rf57Jy!f7U>N{~n)b-_wUVjaa;nz|Ft94pRf+Tz$Zyh_!KNYXJyibL-)m= z2|$ky2I}`R|3)b90;GGIPlcsF&LAGgaDDAOFch)3*z4RZovlq`*)TSyTdqvxTsy*m zurNmTs+fkXNW$}QD=0AFMh{N5yH1BFNSVS5r39C0J@;^}Nn7$Y8rhlmnCJGIAk4bJ zZh5SmUEA%fJGVn%^o1@Lbv2Lml)KD>E#Dl$xX9<5AFUZ6E3+$?*zE zTw(?F3$gV-%z1Qcz6&&dy$vF{S*|JPgh|cA!+TfOObH-C$`e!ae`Zh(i>!21JAlUu zhUGv^{i}Qe34ptn&2MDyLeb>F z2k@+$(&m^=(-gySwK5SM4W*q_^gDMNxINCA2xIZTHfHYwnSYE(gX@3J#ZgIV^-%CE zj_*`I#7_(Tk6R$_VpZI1S-_YZVUXxO#1?TfIdjW#xDZ=c91spz0}WK9=tZ_-t^osJ zLE?VwKfEj}s`^>jUYYv) zg9Gf{I-#4bFaS47W-Qd85k8)Ibs1*<{0cpY=tcIPersOR)*A`p+|*na=XAz$Js+%@ zKkX9m$S`CeCqyNp5&iw~!kX8Bc#+$6sWrv+T#P)jTw&WOt>5Rr{QQeQZ3CX<`Kn*+ z?!C)b(VSl4qM+s}2I!-j%TF%Mum0&9Kfp^Pxx7G3NUPrXa(@({%^E-XYQ3Mlcthx9K?Q<i@bGY|~9YX>+1|-dHcz5jBFTnRgugOS0nf1F57w zTF28pW&ZJoWP=E?C)1&I?cgJ8;~el=?SkT;1)=dC;COLIN}WWbhCXga`PA92pM9xb z$O#T6EU&D(k15|cKl768oT;2d=nNPrRV5el6e}6eL1B6&& zn15a7Sr<|rB`()oy5O}7p5l_(!n=J?JLyVUzJKKJffP@HB$`}C>O@hWr4A|*+LKva zT5VM^6*U7&6{)?KJ0&kj#reTjKLo50OShWv$q(g_Lo`2qeAH|4zl8D-;71Wr$a4D! zeC9K%$Ui(s@;3qQn72GwG5SJ_%`evH{8w)Pzxw`Y`A46K^}UVZTc<>kNO2SR$s4{+? zwm(lDMZWD0oOna_oqV_NKaLk#eJ=0QM}dSCJ-=Fw|NhUc{L~Q!lqDzs{D@h(MgZo5 z8kX|6Zps~xqyMdIs^>O$0%7?_uT&!?u+cGgQxHA(a4#OBG^GF+esklOD!Y6JO-#x0jS&~<0IPl#Z`wP zJ~|@LUJ(jDM$*+u?UMS#nh_r(GL>Z0QWDfkoK=PtTD!Ws7N6u8VBwY|{o0`Z^U-`0 z?1p}qv?AF%o><-(cJX^6CORk z1!Njj3SZm(a@N25JqgT%O&v9?dw2gTnZt?#Krb0JQMK=na#KJ#K8_Q|3I#c{$xTcB z(PcE!ep?W5W=~hy%P?LW?2|~T>zehp{7?MjEeVL|^AUoPzv>*Fq5y=EJCu}PNcGWYZe`u&?zrg4+NeaVDZO0Q3pZ&D->9$3 zc$~CL%NnO}?op&ze15!B15iRyKHCdvBwAfW2jXP#;o9Ze@y{N@%^LHd+oRoUJZzMQ zlOwv4;(v=L_GgB|>qZ#Ac+_94#QF9zqohkqS^~2t^ggGj3;(hFUCnbX!k$0+u}DMb z<5waHw}B>-U@e@#>UEVzcB{)UgT^+jM;&Zu`$3(AWZ! zBLzV<7W#|z2tT`Ve2~K!msKUCGf6cUrp6RVFtX>zX1IJX$~sLubB zDE^^vUVw6IJs<1;UvvDv$vc^n*0=|w*JfIW+AZU>w99xOAakIvj&V5NPfPw;J-!50 z55TK}o^BoGe;ir_3^iVKXySzqj$eG&kKLHn_?VGLf9wKK!*|txQxce??#f$*?HW}C z&XUQBU%1NgkrpWUobo{Vv1_Gj>)H*#oG=>JIt|Er5CfR!nv z-~u9Xmc&f1%Thl_7r_5{zNVwd-t zg%)u@yrTS`BB*G5f0bonJod|NwhQJ55eqTGUN9Qd%RqT780$7c0s!)KUg!PQt!i#E zz^vHX1#tMdiZXH1p#K`^1<OJOQF3Gm+#D=r&+demIvXw| zVOGsEXhhSRl3dWcD2nXe%JrMae)o+Evm9|gx7i$e|CR9&CX;rntUUcjn_{Z?O>bli z_#=>LTIqEv0mLu)(v@IZZ_l-jeRg!izuO|4(6f`%p!~c5rQCINL4f};IR7t!KmM?$ z*x0b)tF6&#!j^X4zGiS4XKLjlKN$<|>lNkWesh5G>0-Prfs1!oq_|~~wG${N4iqS~ zDDM7UrTrS#x1N^>CLS{@6@KSO&($y51S-$!RuHB}Y~LvGn^y6chB@lu;7Oq4p4dr6 zYM!o!6uuq815^QzJgWa6X-7nk3^YRdXBNO86mnK|s_>l}me233O^__viDdlf8hlUp zYB%_2Ez@OW*|JF5nN)wKtXty??6$5h>)+irr+qDEB!|1)0mv8im<;^d2t14RHin{9 zaM|j(g{J{T4w+Jm?f7Rd>yKpwJ=0o&OrmUBB<0f{wcF~bs++o;A9!cy$lo3KJ)q(^ zUvK?^If`&P)a#X0n=^1GJET z6RZE81n}BgW9Kv|Nd}$Ypfwpew?(h`6;TON2W*V7_p@5oYoty;`sHk9EAibMNzf{K2z$_F}I&#~gEvcf4baxqh|=KRxWbA~jRo)n>P1H=C;D zvn~Xr{j1SyUd4FpwAgq4{EisPu-%s*z9r@X%oHixy={Po?41Vy|Eq+t{|Y-2$^j0u z&$sjgGj1z1n@;?fIHq|O6F5k>Gm;qb3vdSL*?6|7x@5wS3t&M0@CMV*13mD$!O@IK z2Gf^v^qhVRMv1>j2|t-z-US`E5;~tu{(p0gkK_5(y}W@ILBSUT*_v0lXfp41I&;YIZaV z-G1VaV#y?7h?&%V+=Xo6yve3S2`Q_XQP-O8n{fVdQ~t+Yo=JO~Vjo;cu0>_eW_>TA zOw)t+{Fm48J$Up9esxy0;d0qn`UY9Z(CD%Ta=rilta5qS@dHM51N92iPY3;_jKWok zbj>a=a8Ai!Slf8xmg~%i)jkBMJuJWOUrp>!lK)FR8ANW23#2uVw(j>MDMd#9EeFe> zsQX+DWf}63j5Efqd+JsH@R*SQ(Jh7eZJWQKw*uTz3E&lc&fM%2+9HQ6b0Fy&9mD_I zNZ>uwck!1RX=l(UH0%C;NaQ_zw6`2xE$0uFp4E&RedjTXgB$L>c459ge$}Ngm54%Ls57S*i~i|rFcJ1rTe9>+p)`r zco(vtk-zv?ZSEOCiQlT{FLs?Qv{_4r5BHXQJE;NXG1YI@WBhvdL0r|ko z!@MiDfXoNmKkmtt_i*DKzVm4dfm3sd_VD1sV`|DT46HfyV{P9H7qfT-8>4pf4 zgug!dc2Dgi1`oYWK3|k!4NA9)ekr~Rfj{oRJ>>uE7gA}nIvVcdPF0L3j zfB5wKeSg35d`33t@ueJ_*ulo?p^>Ohz{P@*G^18_R%Vx9Q?P!7QPYMdACt?Y(;o)> z=ddQFniDqocV)#K4nE%NLfQE!A^PJjR^)Kwd1A<;2-G(X>6*5W4etQlAh^19^6x|V zaU$P8^-E|@uDdQ{2N#M;OPFbT8S;>ld)eivNHL2L{V2WL!JJ@r#_sUD37&7CxT9PV zeUt3%XAYRE`D84Fsh){S_fxolLHxlK{7r7(ANTt!!t!PU5BzS|_%)E+nk*v4N@QjL z?yr(X5+qb8^JeQEunjVvJ@=RZ%h-OB`RS&V6hIiL&te4xtk?H#Us{DUH6923ZISO0 z>U#6r*pwysbD9g?zsj?)uvp$)Gv`c9gfho8K7QnKf6^8|zC*ctPV4d#whj2vj3`dd z&CRvhIS}A*y3DDe;*(Iy6A^!#*$q9Hz=xGN!%kBlwtC`7xXm9O`QvjP z9;r62f3o09#1-CZ|8e>L6rt=OOf2ieLfQ?ZBkrH(1N4HCH#hCjx$j3{|19l4zvG4S z;&IoCjZV);2ZAOLhvwWWu3CAJVzHdW77IvX&tzOMAt7Psnub%DuxY%MYI|j!{*I?W zH#SXR9BX(HDmM)Vwdf><+d`7o;czFB&FbPc&DH!&Rl4N)#(hL2lrH)HzC;Z663bxj z;mpcCLe@QwsC>tE&OuVrA6EXI7Tie!C;iX_@J{lvQg{2gC%@OT9~VA_;y%DUQZ(_j z|8{jE`Ckiq;qllt+tHot+y|PkH%E5`oN^p>-VD~{DqYDUdUDY|v|TI9Sx>!kF}T`V zI~*uCK@kR%A4MBVcgh-8%p0po(lLnA+lrL}~m3Idjuu+_CkJaCYIj{P5p1%T#T{mf|+Xb=9T z9^YlEtKym5lt>m%-e@wxyZOM=3-eR3e>jmFLDc=Bbu(wXU1wyP@nVIh)c-u7Dh<9C zf%T7}A3R_J9{%HaI=$c7KAj$Z{JR@HVK8!3IRwwS87G&S6)YB_wkPz~&MTkPx^AXj zR_euT`q!G2Cf0tgpy!Q})*=Xj4~&oVKND`YfEh2+JA&0K(hd#p2=2~B?^p$FNmxXT zF$%W3cB7rZNA7tAckK#sZf+jr?Ktl_f-TzeMyTM)?vw#t_aW3O`C7igaF@nl_A%d` zae=Qc*}eC^jW6Zk9(zqxSd)zCHcF1I8yeom@(&94d#~X6n&_6i|B4d}_igRI315~8 zPVh5TXG*r{6!+Beu^or2ZZb{WjenWbg{_$6ONJex!kcr6bp55R!jF)9&q8oLXN&Y8 zYFpFXfc0`c7&k3*hamX}t86#&Iz&ibo8`5EOzs*P8O1`jU&nHPRf4*;Xx65ZAjt*4 zYu4T5J9~qD+-p3-bCdn{ehG@->4kyAcfE8}2Hu0H>iCEIe9~}^P0oL1Ch*|!{98$4 zVE;ZdK&?bzP*70N)bfJ@oYth&D$SECb|>3%K$KY)5BQwVQresq`BMn*j#g^sOS{Eh z9|^`Xx`Zm`%k?a;VD(?Ar41xkst#zTN>14@eZ3mcpBOTR9_dD0+Fz!b&ASMG48$R( zqoV_xxMJD@>%{2MB8mEKofd--Yn}l0L#j<6c23UO($cTG-}dvjn|?7FDTHu9X6Ioy zH|%fjNEy5b2Ok+dV01}SIOABwP6ol<;dn?<07E-d5&a^+T5Kh&57{RsE{=+?FTq4r zlzwAnn|yvg6Y@DC`XMkpM5iH1^l#rwxNsLQLF-FxK=Pg~Cp97p`#&quG992q%hw-c z34SALev~^9jSarUbMFY+^>E^-THT8%`?3lXk>svQOYXf2Qv4K_|yWAq96EsFm8KzQXtVFckvRxWNN&wrv!CwECE2)I;EVB?3Swch@ zSy%2G>{HDjJb`W?zv>6Sk7E{d^+W*tT3-FaMu8*vh~_a21cx<>r><%{Xzj9=;%|t< z^Af{~5{m*wJPfw5wQovHeZp@LN$%s%OZl4-KIXaw&%hB~@BgJ}6dW)sJ~#1;iz3VB zwXqTEHe>^mkG{!m=h@;Gn5@6QKP)UPZAvG$Z0(SxR$z2f;cy*{Y(sQj@I|wMYT|W~ z_)cYh*u!K(12lqH3#73H7V=;MmaBO=kJFqc=Jd#cj4#4+9x~BKkjUodLmNkb zWwgA@r&Jrj|9g8?tvdas$NbiqRuJUzMD3oq$hPu`{QpXW6K*v)VV=zP=g{n5OI9KV zKw@-I7xHKjl~S&Wg2%X`cC|??jZPUqYoQM9R+g#;sy(sejI>sU%EBFaz@lozYiQln zm*rk&tBvTNpfZyH+bw@47sKuHGIPc|xKpTsAbJ{tGd;@67C8oo0lc!5zP#~T^Lo0p zFN=;!IVePVm$M6SOqfu81f@K+msVDL0ZOc}E(^umlk2`Mhu~G2!Y$E4{m}`J`HN!i zlT`(d^XYQax=V&5Q?`s{4@3Da*(={q+#l)V|f$xt42 zJhQ11W!{)$(9S$Gdx@F$Zu&rSB!Qu;IcFVYgOolXS@#^%MPj!g&{Dfe#L)dJwm=K& zld}+)6fY$8>0o!1Ued^i?zD&6vXPwV)ya)AB%ZCP=X4}HhK5c!xu;KdZPZsU>qyi< z=qmjRp=%^vC+r>nmE~CPm=IEqT;wN{k23O2&_)J)F)?4YkLdR25%mnNDLd!35>Yl1 zY+IaHdPA-wYJd@QQd6^phHkur7;Z|f@+LhYNY4D4=|6P1_deQS^K)$&5G#=yZi-yR zx;uV;yLS5dvD12Z@!B5vRNdsYLV~?6I#%TO&3{e4sM)Rqc&Fz)c#*3JyW7||rwN8a zNZ;@H55CIt8P%eya7SOsZ}03ZZ=UC=dvKAXO8S|>LW+TfMX5aq=h>C>eDwM%{8V!F z+iUtm{tLr0+Zpf%4MT0Cu=c1&<)4pLLqay zKJcQ8SW7)VOk|a{Rseiww$V+aG5#dd&SFTm%1kqwLs7pdJUskC$JWNG{uBBQUHRoE zM3g9cHNw;Cx*0I=+>Uyq35St^IMBykr;_=d+}QHs_wU~a2(r|QSC2b(d2#SfCCn10 zqpvOR#EvlK48WGX>g(=pa{?LSulfdm3wZf`f$csfli{c`hP1r0CYR~{jYCQotiIXxX|8irWOHVTy5RzC$3cFM-S9uo|KSG0)9# zM%fsXa=)^UqU}R^p*7aFK|z3K_?YfMReqQc5qtCt&Hx1;Ih&*u zlM=z^Hnx}5%Iol&LgC!Zp7a@pqs?mXL!(O$23+`m41y2m<08)yPvU zEW)jR{8C0HdI|QTvzrf7BQK74Z)r0&y*Gz{?#spJ15X>ClQ=n+xyfMWCPp_6ki}gt zIK|-TWDk)l%ek2Bc?YvOl7_m<@KW`I zAPYDnLpT=Fw+;yiDjy7|9u-1L=<|Ji?@;B4`>-K+(G3DWXcC6)6#^=AaZ##4$ zF(HKL?L6cNC%Z$tGebjiBJ~W?Y!*_w(6GB@4r>IM`5+KTytol|b-oHeQ?RWYO*u8K zCX$Mj&2l~@M}d58GSr*tXnSC7zscdr2?oGH)L)(7ba5q1G8RPhr0(oYygufy{hH7_*%m}`My*| zUbsy+j_gEfaB|ZZZGXnAYq^Q{nR+LuBL-)-dTkSY&GKV-*5d*wXh`2x+U&6vgtmAl z&EjoI#A)eOlZqV|$!~Di50LNn)5mviVVGz1mxsUG@`rRGX=d%oxBl<=O3dc#XQx&a z7oO`3#h@HR)ed>9Ei3|DWjS;;UMdI?GzGmq^&~d*k%E-=MFDQ;k;Ix)>KX=IE=Fop{IGb~j?nu^I8Iv!fw3_5H z)0u(V6fuaj#IcpTuZW-RJX`aW8eIpU_{ja5SCq$AK+v^5z%{S9SEEX9Hlh|2ymHuf zzZ*x*ko`+Y39x*(9ADgu5?e7J^Ev6}(H8~Kp2@SosfB@%E_5A6$-GnxcNMmQCMN4L zaCrcdnxzQmT`beN#_|VvtnyoIAPE5O*>bC1&7F0*SmKa*%6W81U2HWS4(E@P%6DEq z92YP|F8VHL8{*rTVx~ah>gC^X^>6lHN(~Y_=7cXJ{ckp$XBc$|5b3R_N%xFPZLg`2 z=C=4)%7paO;&f8e2bILkra0wS9Zt^>tRY%XoD?2T1et$ytG{Wpb21-Cs7qGS>bU4I{a51&q|;r<&()!4=UqoD+R<3;GJ~J4 zH7bnf>2Ky$o$Ph@pF*v{Y@o^piRe&A-lS&>{ZK9DT7i>~nLQDar`H#Ok{6q7h!2Ku zSo>NLPJH9w(ijL#n0y%rP^w}sQ^m?LKRDqmZ){MccQjI&RueoYZ3fO&mIIjKq_|tbzl#Spy?~!4%Ko61c_v!(IA?wZM6axQc8#hrU1g!e92upMOR?x%H1RDt*G= z*YK|m=$S@e@@CE?7h8FJS&cZOqQc}crJIXgn02~O7ZyPSakeyG`Mtr_JvjPELNHaMaK;-ozL7<% z+Dlq@GKX=v)&(^&r!z@wW(@!VAnU^B_g@Dj)YapZI~7@><++CkdRO)<&Yrh$d4jJO z0|5b{fr?4bue8>p6$VN2;t+kR#vyWP#ALjP+>yofjq18Iyq2csYSV%%J+bx^dS~3J z%664paV03&2fDnrR*1nGnTsgH>$ER5SEKw6l9egXV6gY}>EVzH^NXw4BKa{;pEeMk z9d3>ikk+{7>=CXkTXdzuy4bI%-x>FeLNfR(3i$(O9BFo}#8a_gj=$P@jbA4hXQvpK z{J$_%Dz}Def~}|iFNuHOA)c?PLJ}fKqNLLU57cRjEG(E#AYzBDmOWoadL;7wqzuRb zHn>oyPFo23XiIpmCi7j~lT?HF6VRB$b?pnbD4viE)ppH>um<*(Mj#$wE;4U;yLY3_ zW@e+i@U-BHl0Y?KcZHL`oP6P8g&y{-CPIhNL z+V={K$E&3+@=+@mkl5Z#5&{gM`BCfG!dx)wlh>1bnxojjFbKB^%i$-!OS1OS*-5!f z8+m=6#YjJLfy74U%$@H-`A=6VpO65)^;0AJ$H3nxye`2V7PaQ?LYKANr2*gcbhm3w zhikKly+!pZ3wmj3>088CxwYj1n*s8@Xoskpf=YTs)NJ?JyiEqwl`hwW-?2uzkL3}0!bs)w=bZp+xr<7-tEejecEDk^%i!*kbb*2PtZbR@Y_Nz_)d@mw57f6|&^$#>j4NilRf z`P?J^49;GtX@01{0JkBeZw-PompKFeQc7$?3(ku;`Z`vqXU@NyuW)oet~{X75Urg^ zG56G!M8<7ZMURECZQIhrxO#8KagU6ii&Gr1!G_7(D)iB%#SNL*%vhKm5W^&mSJ#T@ zxx$M66+I7oeBO7J68k*A;B-6*03I*+ivVqityV8d=L{3KRImWE{r^FL<@^9oHk@yY z>m)XHkH>2AW&DhblS|L!1o>uFIqTPV76{@guQRDcUik(GvjrHTDCgqj#xL?0o=!^; z8*I1RAMV6NXPQ88V&m28-IsHXXvRwwU(MyMfs}wKKEq)S9%QWn`$#DtmvyS)NaoGR z5^pQ#2g)3>tS5&%_dmROsn$LW5;FQqr$r{Arfo60iXIrx8qHU2Hn;;m@N`3Sp%v+l zIvNVd|4_iD73YdPX{)CK9Yi`uL`f@;57qR@YIOA!Kb?RZ`lB_$=(W@Tws;8i$ZJe5IrRC!*ade_8&P7=;_!WhI>VW@A8 zhpq4V%rP#zV$|hHzG1KC*~RDDw4_^7-U9U`%ptK3#{!M5y1ZlE6Tk;`z6ENcv*MA% zfipM;j`&bw#*&Y0<_Fk6e~`Nl1EU8FUx z!P}Gqv(e~k9J8kY5VyIwJ$SnK`s0f@-|QG6Jq*UBTZT@2)}iD&7%e%5u*Z=g3W6Z> zawKobX)~(oFUkJK7yQd9^M_&rp>L?W+k>ayzV%xqNTCKJwP!)MLRKHXEk^#OqsOzM zZmkXgUBNGogr)R#?FzK7>mCqHiW**lgaLI4$OF6305R(F$_feZUep)O+Sk?VEXtC& zEDfR#7Bgn01IVVze$IKAfsw4I6(-bu>J?ESWE}r;+w03*MsVJ>CQn1X!FsX=P0&mf zl34dg^oEslh^cd`pn`U}15fPn5SDzMcB>$BmKWYjVWkyIfd~6`MbRBj|y}LPCS7B`Z9k7t+nGfK=2Nn zU)Z}kAD=hOO#o#)>@gooU?dH2bdsT_j4Jlor9eIvdX{+8d7oZpurPe)HvN7}F|QAZ z0Hid<$U5}K4ZtEa*4EZx2Td99U0q$ZZUJo$;k=iEPhCpVH5**JUTal)#hJaD0V8J} z5yuiHC20>A7?{>pn~S~~D@uR=eri7+c=yQ=!AP&tx$^Fo|*9;&%dft8|c&|y)a zlHzbOTxhk6hgRWel;$PEV5Q9FlP5$pvTp_f8V6*tY? zma|PyU8Jha)#@X`<;wOi?7I1P|88!wr@%lHat`V(d*fD!C^>11}qOgGk89HS*j=m&cx&c3-Z= zuNJCwboyobA3p!MB8u8$L?9VP&+9CzUcFBP`!O)WkXC&yZy+XL#b%6-4~LY5WHNK+ zKs++jDEXQdqLdd=2L}i5tHU3%Iigd0azbaWKtP&W1~~7f=fzreCQs;tw)?C;!?6Ih z1#vWw|EKjO)Wrg@_~eIB>3GTzx|!2Ewmwh}c)#=U zvG($wjCs;J@4w>AoWLL;1w@T);Sol?W2Q=%33l@1T z1biO{0_Ov^M~|9Z0)gH)miRleQoOUzWblCKb&_OG&Z?k2Amv&4(aiP-Bl%7qp}-KD@0X8_5llliDhIy(y>$kbNA$es6oF1Jt~L zFWDuM@R&Zo*3uzu@tn6_JABdbaE(-vU#jty-Psw=jd?i4Fhj-Wb%A%-QBf@AZ|v(& zy8PY$0CauJeRj-CVyD+~Xa^3qa$z{55pMK6B+LY+FKoQijt`$u|Lxl*X{;b+)-bRL zqAPsaxwuy{iR^}FvuxxZR0J}yO8Vir#!^K<)fb}GE~D)2@-%8RA=+tYs> z{4cX=#(&6gjWy+{%gcrayKA^3MtY91 z<=Yj8hexFJ*j;#}``g;PrY7G`*_?+JaN9^ngv)l=pwOdSr{sNV zVWSW`qGUj$vK+SBxwc)V9=lFv&_^;W-8Xyp2YTmUrhN4wyX}^6P+9L?qErl~1#pda zorziyldY!*f5?L;=LOJ{AdmJr5GeqahVgv7z0+rBs=N(*r$0|DT)!;pXzxyQDz}eM z;KL<-H1^DX#U!O`u5T@0hRk#vsO1Vt^sop8fW(`2TZJ0i8AA@+^9;igaN#r#ndYFG z@GDOwv$-1SQzwAh>%O=@9GLI9Tr)4PApc-pk|CSlS`&f8NDT3RQRY8j97TYxLdW(7 zSso?mYo5(Kv&SCFVrD78slq3p)^ZI)hts8NYB;#w z0Efv<6%Z^%+k4;ajy{jQnm~kF?P?pqULf~5I8h!ev38xBq7lKyE00Lh>F(9}G0{PK zT@&Oq4X>R>S8cu;3W8;eiY{1+sEF0adxsq2!z5GZuq4VO*m4)ig@B{MP$`p&IFrEe zLXRECzQ)t~tnEhDt;Mx)9oyMQb>Jw=od-p9HkX0v?D!ToW(Olw7uQI+^fz0|K@b~s z*@@31eWsl&fq9>zOqhJc8|SlB*Kty_GVr@7bD1pn-^5nDu1=_NRw&2+6^f8* z5CUdj%_t;=e~gj<$MBQgYRYwWM|D$ie1wf7o0(2X3&19Ir|_a~@!A~CqdQIa?x$Q1 zy;&?V3Pi_C@E>+-EB0~H+-9^V%r1fS34q^X#-C(NHEg$+-jo0O5lYHO( z&_0UE!iGNORN8iC1*qx0P5FcR_CeX1ZOJWZHS?O96*nS=A3p^)kP*FF0&DOVKBVy5 zZuWa4_q%$k??KeBSDu1Ii>eeNErffY-qrbsbK5)GPhGu6g+hI+l*!p9owve{FWd`9 zogI^0%iKMR!f+K2zee??gL?9eK%MExRNG{1gWlHGHW7`1#QN*^QM-e$)FoJM3dG=# zr_~g$HS?!!R@X%JUq`op>_R?1&y($!(B2;9M+tUOov$wr%|RqNTsg3Uvhj(jIjTT& zJ#f{S>+`!t`{_a6F@cw9l1-j@60Z=120PE1D*+|JD<;ldeKLm>jy1(;Z{{l$G%__-~ zQ8U$+xY7(H6<)8n_oCe8c_hq{x%x3Ro19-%q0Lxc!N5Gg#h z%&=uP89BaUdvuJU2;P6$`RH)`x-QA7tdx-vEWum&_;vxibLIZINccyz=gD0 zgyjB*=ltFw2z2MhBYr&pOidcaii<_c@Wx(n@5-*U;>ISocfmy+Ft@fWXN$v6%g%Cx z-iz)#Gis$aPfM8IvO(P(?-;8UNgtLMR&m=U~1-)pX4;VkI(W zI$m`~yKzfvy8*SkdAQ}IC5CPC*f*CWRnLbCw%69o&&*GJP*-_cJhzq>b8g6AO5m3F z!CFqpdFVOsR6dD4hjxJToX)wOH{Owul5L&H0ra#*z`I=-6G30BWNZpCF|jJP{_*AI z4@ZYU=Bhl>u)*B4B#3E(#$>zD4jb^N(ezrK+&o3V8kqoV^yY^(O8Mh1Z#=73?>d4) zR(HlgQ$PECt0&w@|LAEc>|oAsKsAHNk$2XVQj}%Ypj)9}n}ZwY?wBh3wvN`m*U>5~ zXaXhD-~=dFNbG$C#}F$5djEl{OhG795>uTAE-9nHUQ`8W$Zcw{ z|IpaGyNY`}544-_(+M)F6H}r_6H^^qx}kEaVHeA%637ZX$LL<0Q;@P@04dQb>~E=7 z2W-*tY$;b5yad_%ROe6<8C**xrD(_j=ZK{Q6u5(Vb1@X9iQ_KP$i!cNsw4*aHIa*< z*c88%_zAG5yuDYTQK@;(H~S(iJRF&P)G}l(1Ez&2737A;TO-3}Xs&xP9?0~1Q17;K z-5kBu*;8Q6e#K*VG7Gny)oQ1csP+9FftK@ufy)3^d`|!JBfhSu%+c}1*&YyI;bcD3 z#y-e8Jzp<_nFdE1=v6|>F3fGlpRI$BezR6G%fx+ol}#t|%X_#Z^PqveP!>{}`qx1= zg(AJtzFcU3w7gYtBjp8_M$rz4G+MU^ z-3kYHzBll=1uC`_GRfsnElF8mAU7@M%e#tD`%^J&7EAx*q)K&8_gcks*E*4Q`gyve z8(z}fH*Y`#mIY?2H}YbOA@O?R#h7VTY@9`H^oFV;ZjuerdIH=6wEo=FTtvpm7n%4yYZNCU-+d)x2} zru7a><~>{6QiE3YRzra`p$9AAlwyx}4_uuipsXE6K_O6Wb)K$0sW=buO#1k>w*^p_(N%&} zjL*z6L_H8tqz8ouartF+3r%26Xj&D@+aI!|-__?oUp>aSb5+bkO~tI65C>D#{qb-f znTk5T+f-bNx(TX%6;*-ZGtgy(i`u=FzRq&dC-DmKc3FK#&Tg)aU*FYNzOJ5qSzoB~ zf(rV!XVSr5$`_}C3X-RzhPlT@+_cM6h%rv%QXq%1DXVouFp}?!%sXer-zeMeNX_x0 z92FI7T3*5Rud@J*uA@4;!Z(>8P^XH7uR44Q7I9<@@3t2lbKDcOP)X zujPap3+x-qx5zX)XMD)HR`-efW3^VfaxLB7=>}7(@S0NSXS_ne4YRetD~-qX%*ElF z5_h67Y5}V^G~)5@&G-QCmbM$hr#hb#k0YZZ4Wjxm02I^N%C%RX?;g_gaH-yQZs6e; z4shWBO;7>&9Kz!Ts&PZn4Rj!i_{Kn1NE4^w`}ZnEGyqfn>WH}7LY;oU0a|9kWq)K< z2tu}7nSv!wA|Uq%_hYg!ei*mj`og$5lU{zw;1PR<0RKj5h?dL!xFi6dMUkxt9-fy+ zUQ^TNnzp^zM!OV1Beyo`RGq z4d}J9D3Jnc#EUCSWZwHl7SqO0H+C(g(0wHu3teZftPNmq1X=@^mF*2>b2VtMEEz6U zr!=qqFmP{V+GitPHCdpMiy~}}l=y*1oX3jw?Y&^_^{(sY;*3wyG4r}$INhN>nn4ny zh3W9imf103gpxDP!eCSr`abHrCgUDe2DEB5Hvwi`ZfeX)(VvedR#r1#%owyZj->5O zbXsRnez+g8irRyc7@jG_B^Hi!&9SwC;aYu_BdHiBlTi1xSZ!^%P8_I1gpz9yY>Hd$Q# zntr&_YpLHav(Vj#JAu3nW}U2gV>`kQRE*?Kwe8MS8yGi<>K_~o4QJozQm(J$tI^x0 zf;L^p2>gK_FK-e`xf@HWIhSKJNc?&s4^X&qaMsKVk{X4>#E+kdCQrhllR?3z z1B%%;#+6_J0=s9Oppm$|Dc&MxC(SOl?9jML;G^54-nw^jkJERxDl=RLL=8GWt>5Mg z;}Y|H#YTmn5lA{~o$OU5NFE0|@>Wp^h=F}DDk0-3)(UFREgis=`nB4JGsS3bbmG%M z67`Xv>Ds5QW#w)u@n|~gByDZAEt{j_Td#T(ltBFxD)@N^|EQJ!R$-*#caR&enuC7N z&?}jgyfPx!qm8}gz1MT5Jh-^zI_A6-%s1RrrHEb7J=N5LY%uevrOc((E^l9q_ENcR z^~>Ew8+mf}bw2rhRUXCJ1bk9TQmJAm5$OAVuP@L=x;)Eix($8x%E6y(Inn8P zvrSplFa2?BOc*A8-7<3D0gt)B2&IVES({h2PNlsn-w0>{QxkPE8h^S^;Y)tpemcL^ zR48tt>mCKd)K*3_7CwuPDq^uEo2FRVqq>S0?u?E{iH$$_rJPCj<=xjsno)q)dOW!y zNd3O2+BV8BI=WhEz-+v%ax_Ov1!eC-qxw3}Ktdnr@*J*P;Lp`)3JuduDLcCh*Hsxq zZ9}(JVUrZvhdbVxWuI?zgXQBxLta;9=R!jB5l!*A! z6o@2IbP3eHh=?G!SlEF^_9UrA!vNQ7#c-_N#X{_a9W``~9-ALA8-#_q#b2 zJa`MVZty{~^yU#P@$u;th1DoppdK#tb}<|Iusy{wIO?rf=#!gdM}x(Z&{+SPelppJ zae=B-+h0P8e@Kn-r#>#RAa_m0RI>3l&!+EM2OP7PTQ(^REsqNu)PZ1Q zw`i(5&X|Zy`-WiNghifh^QP*w!qCfGo=zG~b6QBcZFblsP7b`hN`X3xI8Za-&bTun zg_ar6H@;#xY`)23TDgNeqcB>k&u4Ns*B86HYktFYN~jj3f)9ULp>2_^F1?}a-uxjR zkxA#xM4f7_Q}OCEN?3pq$33V1`5ztf_4%g%~-fGHRE$ z8Hmqy6V!*u*oz;iRiQPla$gQjch!|1U`+(PV3{8$|AJD;?%3Nxs%<@@7Y|ceeYttg zNwGOov_d=bcIDp&?d&0%hkRZLgj~?SaD+UgYtL~H9_3L(4@Q{JvvP)*U zLB*255_;yIX=NxCqB8#z+x!R22MNM;l-18Hydrwu{DI9jpvtkn{iYpWqC#GcXSS{?gcU$+y<#aC-*znM=kQ82vcxcz_ylAapzY0 z5cX-6b`Bz(q4@;xc3IT1LSxhDI0#!}Jq4_}q=oLD@h;;E6cSh44KxjyENsn=k-(|@ zR3f5qDgp(cK`824ojFb#X5!$GT6C7pHuCKgz>d@e9Z=H}8E`Z0{hHUIn1VSybyalN zt{DctFHaq)N9-O9r3c?niL-lkvOFeFTbA|qt@G3_c5%~HDEEOCLHtFJl#O=>!h=v= znFm!+H84D2tPdflM;W4)D(kOOFW%r!zUj96-ZTCW`|M8!oWBtf zICf;g_`XaBLGcVZ%R+3v+4}`TuJoeWQqM#=)@W1wq$0XQhiWo)qSmr2tk-MKf;K_S z=OXo*wUNe?%E-L3T$v!6p zY<~7%o@mbo0goM9ZRTCJ>HP8ReEqr!UB?y5H=I7P;-Fw_W5Yx$rCJY`LA+mVyfu-8 zh@uG;Xi9Jj`C`1d^cBeeAZPw&< zs~zBr-T|u33H-fnIt7mediOh?4(Y~2pv231<4Cx>K9iXPX=U@>(6jDYgY8W9Ky`;$ zwnTjl3aV|w?VQ?QfbwtL?DxdbL;jQl#MOZ&Wjfa*njzw?T(c~X4DA<`THR|woOn&n zLZ?uGoeg(_ofZRP5s-Zuf;0dCL)hHAt(D!jRXE%sh9_HUdt>w;w$-U=Bx0dtFT|dd z>@bgBkQL!nx zjFlpA3ON1Bt5HR~$mo&AxD!6!1q&ZI{Hryn((3-us#bWmCzOqFqV{tv@R=dm5(&pxy z#)_V7PD2Q`3EBrBu{)C~Q;9AkL+|9;{1EDPCGBK#X6vx6vinj>kl{2KGJKUfzr3?! z7Tq{wS0fW;K5H(Xlwx5F?)3PxZg+p%;ZxiWA-xaK1Q6i7i9!16vn5c9n;2d6djwlRZ3~l9#imL$(n`6LO^trfk1rF;P1gF!Zw$yL$}DVMOa%K-Z;y2dT@dK(2Y?D3LbF$@!e$rWhvB8i zdGzb!V7S#EjaAai&)~01fEjf!P zN=kvWYrkFMX{hPxf$V_aZSD&MDep#md&N@NPSixWf6uM3B z*;`zi&li1L0&&Yz9(h0oZY%IDG=nRn6vZG3w|wa33z3<91dUw^CP<$x_KFXNjYSbL;8- z&YR?7KxK|yDMbGfOaHjZ7o~xU%|+>^J6ybc=OSLOEaxrgnCf3hIh`lrq>tmaXOpmxQ&G9F{&hlp&j*A0G_^ z%vx39BUR~h)}WFs+*VF?z{$cJ%t4aPCy4}pwzhZb5P^8QYiYwvrq{R{(bz7-V%B|g z%s0z+VZo#8gcf&g`Gaw->sPOwBOcqW_i*rcsg0ZvWqDhvm80OL_Ao_7MFZ!rY0q8H zWp3tITb24aAwbmvMSMnahj#dpQ98-_br8)yKpqw?~~G6^N6oY>nX+AT6Sptfa=nIGqQqXy8H zzI75G&o8IbVUp&_W&d1pywSOl>8smR*{eWG%FYiPwl<9C^*Oi`11}Pz0ECT(hDis| zOPOAWNAf@j218)+O5M^qTm`-Mc#o^uZflH@s`_86ujjE^N-oTEf0+VlJB1MME&TtM z#jCmpw5?+n3TmHfnkCTi*^NiwH5=yuu;Y+F(Q2etK@8_$>LVNd5ijK@pggPI&^J7L@8J5N#DJVeb# z6Vx}21Ta7og(lD8=R_P(GSt6Hnb$h$YmbLDWxF5xdP?Q{I)f+V#(6xNmgt+>rJ8<0 zqAx`GudFBtOrkW~vb!UfWDUvF_|1%R=`>VQlKs`o<#lqCd$Gfv$ z5as5@569L8-h$_^pL{99*LYhEh0A9waDm2Gu$#MhlV*oI!1`t)S; z#CI)y4elIHOaNN&lDU{d&q=teMlbPg%hhTKM_X=VQ%haf zzEjvDVbh0Ag8zxg`A;{eklbgFUhTq~s3oX>LM<~eMPo^GA(7NbE)PGarPb|JgDuUL zQIIXUGpyQPS)5HG%1)MS$xT77XMt1IWzMh!^l34eXC4>nh>< z?azycOhoU60ReA0DESZit5p~v5?4Oe%Ux#iZiH!obm-O7J70teUsZ921hZb_Hu2ghg*Ca}m&1+qIz^P&m^#1%!V~ zaIgN|N+JOaaVNc}KO4HF7)qW@9I+mzMYw`83C)3>edsG7O`OEYv$}q5p5c_)e2J6P zJMSjHC6h#-4mJ->lvA;}!edcui4J}qO)A8xo=DR&)A!=k39(wiPOl1Heq?yf!6eR* zIi1m%m4fI)5}hO6z8}wm8={le565}@GWq}FPoOX4Z9pvJV0poenkd$~`SL3J$k5Od z0+whrkN8xhyq;l2?{3AcPRw)R`N1fT0|LM>d8cl4>4o!HAOu4ZLEI~M)1TT?~$Fo z&10KQH%z6Zk?tX* z2aM6NvEPNB`#x~aeSFUM_dNd*+jV{79j|xK_5)E4RIqfer~Dm%?pH^-1XVYpp;jh_ z){)nY=lKZ^*lz3T z%(*v2^%BTqKHk4NcMY|}35p30F8oUlL(@?DLKdW{q_+bv8*M42u`!OVT za9-b~M3HgNY~yBZ0TWYUgcL(+(Iv_Qu0}uC`a0X-2nVM~!2ayjmv`*>;OcS*(%hGm zWJVYjNqE1nApe*Lek2WJ_Ea_?Twr0SrZOT81dFnI1eKd1%XqB|R1qPYQmAGAV_Ct(a0+7fNuWdrmF-fq3qIWRwXypE;O6?^e2Q!o}nQ7Ajz( zZr}`lbRZnJyINE3ntTOSFw$I2=9plH*+>}^%{th_rTpMk^=xy}^ZcN3F3%wHou zNhc;x+I(a9>;?0|U8UJ|iRz_(qsuq^6*iVdNEi?XB6O|_pGqOjJC*VNHOGn0CuWLv zOaE`_xPMUR<7vW#ghbIhkT{e)OxpZ=deHzsZ7p%lbHDb4U7Dl zoM!YteU@I*8XM&n&o3`?h;-e`&qqCzfs>SPq86UDJLl7KZv9RIpMrp%XoZZ%s;f)I zVZ&4T9(vE5g1TS$$dem|77b&{WhHmuEqGoyU zXtin_|GAC6z-&O)Z-rmryHt_T(O$Tr^x2J#=tXtAtIOwS7q!fz@@njckW3sLdUm~* zIYj1BYJX~V^v4bUv!4df3#C2P>5FnD36sPr#EqA`(kw2HQitcQzV`e5I6@EvU3<8H z?Q>}p_yWmC4yfm`c0SaSK*RK;lT7s) z6=PjX=G_AV^h(8LtJ2@_%|cB`urA*Hs!7z}!6LF->qcUYK%sWZV4sM=bok6v)6?uL zPX%Nvi>*z8qzmR~E9SZPBigS(=~A66OGJmttXyWz3a;O`8pnzmm;A=lLtlQ>h-6UJ z&t0h1%w5!9c?zi>$_Yt5%ul;!deDRxZoBh8I2nGe%~C4QrYY_t6nF@7Gs2_d>W6at z6w)_0OT|e@R5Ud}ATrc}Ml-u+5SS((J(T11GI88?-wBLV zTxH=b8e8`@qXof0Qqu-ksur{_+aE|jdt)4MKa`m`m5<6@T+z2WYTb1_lL?(grOw&1 zsMp2})9d>$6*m9;D7@}-ghYi^tIOLy+Z%h{X9Ve$^$yk%jU|-V&wU~MzD!+GTwI*( zrua6O;#LRdK~=Hd$cW>hJM17fiH?k(vO-!=WePuXKqe&ICSrrdcf7Dg5TEmU#VSQ$ zd;JUTS)Z)i1-eUbDqq)3+3pTZzz->%$aS3_4w*;3e&grNc-QCsZPa-$2C&?h*ngdK zBAB_gBi;ftd)C~l1O|00b*H(_>2Zw}xF%&L?Tevv3Nm=~l7An;pl~!vFKqZyI&EVf zIJ%_;%FRfEZML*o@$PPZ$1z|@B7`zNgvuzq>@$Y;M6VGrUCo2I#G%_;!4<4n!5a(P}?2hvU~%DaS2V?uU^pw|D$LP$Zod zsI^*L2@eZgNUs=dmc(y|4$tQbw!jhMg2iDJGdDg_n+wda6>!DZwr6!z53;eW2#J}5 z$Bm9YE$4(@Ey_eZr2@t^hTGw2iMIR|gJUB~3PQewZ;uFP1k%TsnBEw(PHs~v2(e42 z(-g99&2ctu8cj%*c$RquQ{=tVp#_%v?z4m7$Z?&O*b;}Uzwy3*vF!KR$bTHjHMYm9 zs-Yu%5WP7Cwm<%Sye;wT;~k<2{caUvsOO=X<>jl(X(hVnPR$Kj=1Z70RCFay3SQcp&LN*86V?A{#YX;}_gjv!K@NFa`h+;E z8l%LkKiggdUBhz}I2bSy^`F`Tb*AB~E8x< zEob*DZC3q-Q6=Ytl?(uHQKpebi*hi$f3C>baWIhma03+F5-cIWKYtb`f_v}GD<8+r z*liPO-Xtzd5`<20buP%+FFt^DNT~3FpGcoP9N+*$?!5Y(j;8^MOR$>Y4%au}K`Pj1g_pRYM*sH+hyt7NuttY-e)>bGQl^>#9yn-WG62VnvZ1 z?AtVz2Ug)>zY)2qt7{Hw^f$Fr>w6mMkGnTTZEx2sQqLnO`wC))=R<4`wsW#ZGd~ts zDFQBsqUWZweKrj)mNmlpb<$6NpAxW82qf~-vMg88T4ZMjCU~ul^pBjDY8->jyM%a% zm{2ouz47ak(3aGyoCtn0IWk4;#0N5ir6f^-T;Bym4V#q&`Zu9@${q4rn3G~q2_L30 z#M482GnzuI$ob)T$y8v1!}-7V2p?sAHGLp)eX;%IyoUdND~~@CAoel?sc+FKepG}s z#fLp0LNU^TM3jzxZoHsl+}J1Y^PfjWe2_AtYQ8&j^_raZMM$xu;pA7(-8H+|Eg!Um zND>xniopksaJ}0`C5{yEwBA}f^hHj0L51!FB^Rn0*Fd^mZk807KGX{D_f})51 z)-Lxntt_0vir#f@$Lv6>aiLjVa;~8)!n?^#t)C~7T_KZ(&pW0LF)O6>6v3DrAX)9NTaijE$Yy>jj@1dozPGg0q{`c zkc3eBz;9k$J*~Kb6fM{d}dD z1m$BdBT4t&Dk0STPIGhqz?lNorzMhIkZbg~MR9ps|Isg+J$@&2&i}Bs|F$(RM__np zkCg~}Ie2PofOza)LPE0ChTa_Br_FO&iY1w6v3=~Exj#l-22-( zlkv6rrzNK5vem_$zvPwwLQa3#+nMv~j+rF>`Gu$5M=1dado`j=0 zRkgHKdmNXRmZm4)S~rr?yK;IakMHWo-=#En-OG2tv{IWi&!e6Bx+Gq>CqRcMxjp+s z-c&;QmZ=q=Jb%;N&omm$cRWLR@sX;xYQ|)LNaJ{F(rs{b{YLQ7kL`{d9 zUBJR>SScQn>}qI)oq(+dC%z+je}M$S+NHeRndOB$zhu%7wX_SLr<9Gm{e7Di;(JLa z_kuQv@qa5$2>lofJ11r|kgO(?%#%B%ivA@{EB)4|yzntd-M0UP*`|3I z`fXXfdG$cd#dm*C$|=}0L_7I@H*wY7ymF3pYwWS2MkALX>w*hPwB)~}l{A8hd06JQ z$;btZoC4ps?L+-=1#ah1y1_lcd=Zm_G~V1 zWJR~n?0<6}Qs4{fj$1^Q|7i5n-&5u9OI~mRW@c^HdRR67Z`Snh*QB%qceG$@OU?AZ z)kH_j69)n3msHUm81wJv|MzqLXDhd_0?@CXik0_2`}nVKK4l&l;M%jXU3KN;T*?1` zdclj667Xxbw_1k$Uu<+!3>c;9Iw>J&@PEN5J+lNFdi4+g*^TxDp2@)P?l*tiTGXIo zr4vrKaaoFJ4cz!ObYke~1IFMin7WNS{}cHoqLE_y#@k*7QNJo1IHq&ZVfas8z~(mk zI`H>tR|^sZdr4Ls3kg*dCMl18G12U?0Kwj&N+cSsW5g@v^=sEd%4vX;?ElrB^M65K zuce*?PrEjkM*dGI%1iSMU81O9N#{2;7L&p3Uk`AS0s(WLQdpOb41Y4|ggOI)^wT=- zRbIU9b&7xTy1)6%ZPTL>uC6<0gML!+SJr!5JbJ$P$S4=vr`D{NJhA2;IeNs<2sT>#kYjiACK@J?t*sAvFpF=+< zAkP5Obs@gfDy>f!`HMS!Nbxm#oMA%U9ExDG6{p!5d^m;4$v@>M67VWNJELfO59bPMHT6#~|HY-O zkU870j(3oA)hxW}5cxIAy1XENqyy9HEc1RmF(v-IZq&S~U~pF~^?zId|CQ2GN(cdQ z=L!v9x~q%(rF7`YKay~oHGR*1>_n>jT8xO1?W7k7ez;$|#rBIUIcxubLHSjP_5S^& z-zN43)qXv1)@zjoxO=Cu)Ml9R6?jk<;*X*&@1R{Y1B9a0#PJV ztcUvLZlqFZj<8ru9n0@?>{8xJ6=Y7*?5}zwP5NMdiV`lK{@dqIz_&kLw7vS&H(|Tf zGD702!=Qn0E8719P0z9c`>I+Mw)tJ(auBXoe;?g1&Q@cQ6@ea*!s$)J{xlu+kx5H z_)z9QR{wJqk1u-N52tqjZU790|DI3!_fi4)cy%-Y&nC>FH!l77?(GX+1uFJEa3|RH zQCQAh3&LMWipSLiZ9tFV>Zqg>3amH*Zkd0Bkk2bvF!9yaC#4m?}|oBZN5#bu_#HoAjB9aW`G&yHm6(IxoXo;mrI zl$x{Zfs!vqMGZ}z(fuDZxZIch46GTbWWF7AkRbzJT;yHvuc%VMTHZn;0#J$FYo*3b ziRDk1y9;;6%5!%sHf>2PO~W!9g-e0VB_YoYW*G&D9*;1wW&5(Ig--Bbl%EH-v|M~^ zO!mm$LQc-*lPD(%;gacvn2x-Z-{4M%6Wf{d6fLPRPV)_cyq^cB@Gzx>jP~NP8aY79 zMYau5S)pWE>W(!+e}AjYTs`daX&&qS4buhG1%ct+b%orMe1JCNtWU8Sxp?9RFE1n! zI7G7|;|AXv)_jZ^b3JG--siqnGA8Ds(eYJnWG=@x7{7ALDH~edN@ZKb z8>qP-`%S?^G^b{hrvDr!bH2Mk?A^4VBg4E-dLEK%$L?iS3x3;cAhHFz9=un7deYb$ zi?@~ZiE_i%pT0rb^u@T~c3!OJ?A^y&U7vR%hCw6NLov8+`XD>fiJE~KBJrk1p(A=s zF*(b}BqB8D4{m{Dr+128HsyT0RBNqa6hPN6xX+B<%aEP#=mh8g4(9$F)=2R=n+63d z;Oip}6HNiI6w1Ocm&rHc1-xX2;hxfQcHeaN@;h)9JN2*Qf4sadL9i-+c$F05JnCPHmW-u|gl;y$N{TUD?0?p$g3n|}mJx=tx5T}LD z)^I@qi+Lp(g13$ZlLlqL4FqOjDqcRGd1KI${BG!(-ppe=$LQ6TcOG#i(xT^^AVN3r zQJS-dR20y5k2qM`@O+Q$4k$lCW`mY{Y*5(83Khy3d4N${O@5B45M$Yh+$DLL{qwi+ zOfBa62JJQ>pK`ud@H9B0-VD%)PB}U?b0S&qs-K%J_*4&Q;2Fu0K$-_2- zD-d*XQ6dknD!plZ*bkh%idz6C&=^O%9Efa|wp&qGp$>I61k7ZNs#=mswn*_Fn$(ZR zi!$73_dj&6;9?;ZTRZEsbod5A50~M#p=8u`3omn0glTdr3BCj7w@<~nvzrWE6Fd!Z z-mExt-mzAzsQbe#9keQ0rd|AS^F8MeMuMyY2Nnz;@BT0*c~~7tu3E$?9GRD&o8`v1 zG+i}ARne`X-YGs)d{^0&+49EbK$$8=~NdVKlCP0KB=vfV!C(S53DNCBw$}Zf`q19j!vYwtTWv-B2!{=^LVtaeBG10?v&-uCGGhyA zQ7qMD7e1;Ni9~eaDf*w|S7@NB5)G2|5<_5_%!q-Ou^GghMzm-O2eEbm>NN@UodWfNYH_~8vjYJ&xuAS7DUObdB+lf^TL|cna#C z%9B3U;b^W_9C)M#6dlAfa!ArN{_G)4ziGK(pgwHn(pYoh0ROt+?Va6?;DX(<$ViRT zSMjHs&{gKH%K^LW?CdoxyD!*V%UvlCcy$jkPAit~O*>rZ-F6&}_A16{q;)>=l0&m_ zDSJx~6($-lTsjVKXgi>ZqY2mByCQceF@zPFg86<8M@3}eAs(tQAtRsQ{D53ZM~Ghk zM4454M!bpp_LN4|oBSKlucb?GgFC-!WLg}YwO>&!^Jsoru2c77$uqVHUTR?JzL~kx zSj#LdX&#HpW_WBy(6Y)e;AuO^E!-e7qf^mRB2Pd{1_-2LLJ@X=YM7GHxGa=sPka!p zjQX7D{^`$m8w?^VDDVJ^(8yDEP>`&cZ~#ww9?|};@aDvb{OZl%fA<17N4QQ>e}S!! z8q*6NRA0qJ7kil1?*S3_t~2J(BeWG_8wA1@)Q zI$L_h4xiw=%;=ySsMi2j^}|cz4g}#Oz;P?$M02a4)#ICpCr3{d`@1JXf)J;YD`$H7 zmiO;$fyn6i+(|bT!ftHl<^-IQf8s4sSG_80dkN$GCyX|xIOW}!Ec$_GNkW5?JdWw4NGQ$#Dv1ETc4)2zv`lT^D*4LeR0Ndw&W0m(}j zCF4l@W94cLLA(bG00Ws5LLl04dE?{C1M}G-U~8 z^JeVEbQ8Hb1^~#X340$9cf;%X^mXdlngeMDSFb>~mU?zVKnwj#O0s5D&&j7{GPUYgRUN+ z8ou0|yKRC9R}JHYbfNO2)D~7rsCHM3qz6jI2FKVvpQk35GEUef_9}R{RjXy@;z5Y@ z1YI|$USbI+mnmsmao!>E5KaKa(+>=AL`Ck$1>6xlSfPa`>yv+j zIT>w&^c#pb{fcA`8dX}&D?&XCcV@QA%ssDz_4^#ojSWg{JXNhPM*%K@t>(BGe*D`? zOo3#}a1qjAcr6sOKRq<B(GzDWE2Z2RdA z0XX458gsD;UXL*pECd;C=8SSVj^Hbu4L>ug)>W0_FWD$6Ti(?#V~)xjx!OJiZW)Z5 zL73(|Y9f~09HQ>6uo&qTsxOEc32W{N&Hf0!NX3&^p2vauU*quS)aI&hEkX3K)Bu85B&r z6>NOO00<|kByVO}jUsr1t;I(*e-R|jX!a>VR4woHPowjQWD0`tlV@^Mox+r?`ak7d z=S>4Gi{*hf7d1wf!wo|JWB^2e5^cS-s+_7q_r}E<5C&=1;$@0(&pK-*t4ZPF+DDAq z$5mq~C?#@+$TYJrtnpP}n0Xdo>t}LPuWS@y_3Dt3o?wPmQTjLUVyJVuZNr=u_akqH zLUBSCG!L7n>vj<)G7>d?0F9*=6su+!v|1gFkEm#=q%PO0b2PGWMW(-NS`c)sFuy_B zVXx-Z=3h+Y*i{r>k|UCiK>{ z+a9I>H48A>X+89wkI+;js5xYGmb-Xv>$+}*S^Q1xdIj7cObNdt3yP&t3kQQiibGa` z(V7;1g5ixsoHf+I#1Z1-$>Pi^^|evA|xw8)2wS2=qu$1sTu8@_;F7Z(Ci zjAqcr{t4zVGxY$@2GQrr)P?vWJKzTE%)`c?JvjH4?b@+*o{e}fH8I;-)*k@mg#}za zmnHifFm}#&bxxwLIQe#sv08T(Rm}sZ;KFLJPX!IcO_B5oSC0~Ku}t!|AuOU#OP63E z@ns^J4&mRHA{7}u_?67jhpkPQHYRH_KatEIx&aL?@M5SLz`8XlfY;py`WFC4w+tR? z%C|%Ky=@mDx8SiIZDHY>9^Cq6M3`o7jzb2qI&XE=QK0wrycA||-6U=tm%+t+Oc z_V8>%tUpy&W+}bP86O6);M>) zm_{-Lu$+^ggacj}?MFRDM@yvj0Pi26rdo$|s7V5Vkv$QoID%XA!n%Y!+i*0au^35F zyzjmqH*_+53te@n!>ru6?P`k)tA9tD<>&EeCm7HnFIMi){y|(vl#xPsW@*)uu0Ki{ zMWVgCme2kDeZfKJvyJO_kH?r(a?ji-@S+fNS3DJ8P$MXB`znEn_{?MSZ25I+88nUe9k>2?%mT;SC6|YR{sK3;Ck2< zk@zGCjl9OU44fkkgY0Zk^EQ zk_~j)1N~;m(1Dr^L=*WGZoa(6v@N~mk%q3YTUa>hY90?mNC}@^7A%LlBR4Y3&u$g_bH49VvMn@La}X9LO1d&?^D@=Dr? z;F|p#sknud5GL+aBF!c*BvEsSXVT5yLh7S5qe~?mlhG4v%usKu4pU~J47cW|LI=!vwj<;2#;-g$1@%~YFn+&U z#riIOi*?ko7K)Ssy6)~*=0fR9^!1V|lx1eWp7KB@+(9C-4clF@x+xzf^i$tG*f$fY ztG3k}4-wlt%q*d344Y}*2~wG-;kn5fJG#F3r9xuQ)_pp9hu=}M6oO`&^qBsb%Gx}9 z^Yo2&YGW%;Z2G$q%gK^`D3ko)t1tY};f$3CJ=vzWvMK?6lVv)a*-K^0dK+&q1Pu$8 zvk11}*FMZox8dEyj*PNedF1*hrVmY8=t=fPH^fnPdGmT+Ec@insy{883Nu1L3)m98E^LdDt!fHrAh6XO*v}M)%d}QH0 z^T5!K_qe>c?dAn^q90`sL(s0Rx+OAV-;-4JV&V_`D*7VRUKKCo~x4w z-JYqNhN}qky<-`B*&G&t6W?mc7yIJt(Xso;4eM$6Z?~goG4g_KJ6%ccVJwdd)LqTls-_o!(`L+*R6A zqc(?$vgeA*9j-=twPhcwIrL1ATb^EFKsITGcr?>1ohWRgX`7X|fmAa5FzCYzZ;Ijm&6)1OUms`R_!4+}Pc&Y@e2r=)@~W)gjl#vmm*smr}2#TF&$~62Y+@ zBQ~h{ZvSku9SbKPW$R*jQTga#aTFT4QBilRO1efPU+xd#DCI;^xgLjFf+e1(H7r0C z>?GJpk8fbjS}&b{*nccq;#GWAj;tzuNX+!UQZ$5ng>wyGX`yVsflJ?EwLMSS|m2S zZ>#3aoq4EHH~m|klY&)>WXA1tRBaNBI8M z6Mvtuv~!s(tyF&8dhVNP!!8T29i6tyNL75hX`xazL){eyaj&P_(QZ!lEX=Bc2W7K1 zhcJ`oG}y#dMD2X*)1vw<*2-X-VJ->ims4B5B%UEmKEu{6&zZR?q%SX65i}`S^i0{> zu5W&u>q}sz3vMwPAFmzeIZlMtWm5a3>x*Ps=VN=#v-xbKZ>j;u=`-Kq8*jDmax>Tb zX9~kl(Ck%wZCG2466#{3TwCv|sMXB%@;K(byr4y}7$~}kxS)JoFfpu^e|m1>S(L&= zTq^>eT9F-cS{2yTzfUmaIkO=2Vu*JAQ7K?g00jx@m~|c0bXg?o77!a6dVbol;)=I{ zLh)+Wj4>LRu`-Q25<)b46QW0%!I~ukk?1gsgVC9cbw8${t{BG~B83uj_42pg=4EG; z3+&l^dAGk*Bt!H-1BR`V?h>^}?;^1eF-Umgja1^T?xpg2_s$HCBKwJq>)a{UICcnf zvel6*u^NJHPb^vIZ`X1HDl4YLvcqi$`LAUlYiC=dkwrkEoj?0v^Yj49@FiTL=-}&T zOhHitl1z=IajL$KIlm5lA^0H{JH0#E;ewf;hj5jB@b!@zIhO{sj{V`sF~EeOXR2E>P8kE{ zdVlvm@d42l^sxipB=p+6@v@OKd^$89-n;Y)R=ZyvGB#VYTD=lg0W`XI-EZ00 z{%|7KVV3Q&4khMmyLmVQa?wxk-A+FJqXvgwy?k9zBr2v!`446TOv-fD$NYyO?6;OU zyD7C?kwLyE%*=A~>(EB3qFZ?MolNE--M$=32?4_~ehzX)AQo&OUtW?7q)j&`LH3mW z%Oq`kk}zdz8Kt*D7bXw9C7a(E<=PFVzhxJk^HlhBgz$EjOYF8?G$)F3$=_sWh;qixd%BKOijz0XJrmLZQlOW z*l*Cda_DA`MeNK?j)Q12lJ~*5<;gicrh}~Ami?&4;?zC>2k*9~b`Qai3Yc`mm_+0x zS@W6ug`T4m89l@|=GykVJC*Gq0S1kI-!M;;rG(GfKQi#P$3m2?8ckPBQ>{7TqDvz} zD-(h!i;g7{_1JiAF5YE@ZiBbvNi^@qC67FJRgTox@%TP{!M6O)Of_m`55$C0cojnS z_~tQ5G4bfxb}s582<9h*?u!;U^k7rAXK0nK7-=Fpp1bLFl`>>JrO_#5?Uz!b$;q4^_N+d%R{XFvxMh05=4N1$X1EG_l)@;9Dc&92xe>IN(PlP}9^x z&*^ThG~(bxVOf0MQ^H&t3wXJMn{owbEW+q6ELN^+tvwodojj*HkZW|+%ge*HWzPpq zhN#}jPVksvOSoqyR|{0?>1u2l;kSK8e%K{>)>+Q%@^3J+HS^7bOhuo7(yYfa7y&fv za-CXO!Ur%AJTFmp0n?(!EJ_0}?A&!0FM^71Pd=B!B2~$d%dJR8WzA6QQR|lP7;oNS zzoR;2qjy5Yz$*wK2*da@nSKt<0+=}i^|)GxX{E;Q+kFzf|ip@SX1IvI&yMy;jxMRnf5cxf-kGr zhtMuO#&vO`E)VgO8a7{kON5&iCz}Jd|6;4aA54Mi$)kai-GT@&<1u)P1pz zxWx`4#MsPwj#-KDZ0R+jS38N*(aFN1RyeH7krSSS+P*L?B;JBaaDkzC;8>F3f&hW( zbj6@&PXvpwoOOq3%=xO-u<;b>_T!$~3B6~YKohq%{IEckbVE!$1jHZV_9vHA6Im8C z?4_|29bu$=>YL+|IglV9B03A-He3Fx6c1!gyyVr|%Rfp_!gkg;wqL}mwFd6M$X}gy z+8`OUn!IsT6;@z3~EWq&?^)rbNm zP3o_btqUfuS1_Yyi98LveHd-j=%m+WN`jCoK>X@79L}Z?+xkw#TB9{BA;=8x4 z=D^@!6LW=F3=rCQu3S7>VIr0|@*Hgm2wirD8|oqO1D;`95kaRK#4`xUY|7SiGbF z(1>9x?rT1HY8Y&?Cu-ol)j@Q0RO24JUXu5NRDF=~-466lDD@#ta9z0=gi;vwWNbdF zpi66LkdPS3bM@9;-6EDji_thc>U?s}r%|Hi_I0YK56a73wFWZJ(OP+|&jO)Q$;Q$} zcyK&D^iB?M7%1)ZnDz2n@r~qX=j@5S?kC-fo2)cEkuT_Fd8V1(rn&q~XOwYQ9PMIm z2&$m{aD}>au>2U}{+HJ(``Y)uu2#{?cc|>zK=orf1&|I$DaE*RX^DlZddL5fqI9O$ zJZtlF^@!TU?1+QeC_9ir>NeZ}0O7e_93RNrT>7e{7yH2y1-;?C#KcjRro zDZzOhd}#t@z~p8B;KR+N;jsC4Tkf=++GP?Y`%c}pH+UhsVOj|7hnfgc61vM8k>vUL zlTYEOHR-?&Ws@XNL!-VXfzHf>RDmjthDV50H3`7_;dtMVK=aFi)oXW;DL%d1A&05%=0i%0YO*>tM;v;=DNgyyA3@~D zR|&{iX)ovNT}U5NJ1GSj9=m%j$D3=rtiQy_d}BQJRKjX6DRxr-xWP;Bp4!U1qO@vV z37aNT4;?>^_rf{0j+pKf?$;#i0euKK-ui>B-wXRk&FdOrvu+kaiIa_!Cm%=xZ3q%@ zl&SYxtuN;aSeZJ3wdBwCl0@f^^{;yNkyGY(C5nCEk+&-B>p691#{+-Cy15fb2bgvM z>MXB~%Wk|gz5jlQCrtF>;#iH#hEqJ>uwPo7f8c5ud{Xf!Gt^Nizkcz7GPOjhq6P_bw9QlMYtJ-aT%u1U z+HMzqpE>!Iin?NOCePgbdjl6&V1pxdqFouziG~iuI<{1xrg`;^eXUG5^>F0tg%N^$@rV7AgFDN}hU01bx0M*`9JSZhINtJG4KDTfNlxZ9-a3B6u0c|+%JyR% zlHD|Gk@Cf>*@C+9TCfxHnegm2MFz-|4FgLV$zzEA@$6>J8o+7ANgZlHmz)QnYOmdP4)7k8R<+=~wfAlYRJ5l@G%Qs;HM%%+F3 zppN))hJmMr7Ro!a-1iBXZ>`x?07zGNasX-;!?m$ZcIX@u)>Vm8gZYfruIAwFLt- z)EZNjv`(gx!F(W}_*3RGd@X_(@p*b9L!cgUl_Tlaq94{J}7;thz^pXYK2y z_6eVyq`+$|A^I|PWiR!UE;e!;$S13t9p8-0JLdB0gJZ(bFx>CR- z@&56{xXkc4OKMLs9Yr7O*k~6AXZ)WHS5hYnf%pK=CqphVKA513N;t!Q6ncbTbkDnP=on zk7pgSwgDJ!CuVD~oWSIK`^D%JJu<;A5AK3EVXiqYEsd{iqrjS&yx3t?oF$ptVlI3o zyeDci7H$%l5>1l}Leo>e&AHt-m8N}pyqklU71NO(kiSaf&N=@c&=`p&y2lL#fR10L zek#q|&YyT6UY2Bg;xKk|rCcq`0IxQjA_m0=<3};mCgu@H zl|U==ji5(Wnt+`A3jWougbn6fI1~R%mh$@>6E%8BtG;X-_$7r>kCQ=_EP$O zK*$sD-)@wv{wddel>Hu%>9bv6CVpZ=&aw=3WTIF+U*YcM+6qRKNxbEawd^4%PuFa>}V@hzuoCrx|mXLh~ zt%xP{>@emi{G*tm;up@kdNndqp6ES62G9zCy3eG`A7~nKo!W0#nC)3#9B`E>pMGlq zaTTT;AD18uJ-R6&7aKE^JXJOZPR6cUE~Lqm%yql*WHv;~um2EBB`SZq!9TPcAf}Is zXc;`FRs~2WCbV~&X_H3;cj*6B0j)Hm^&%uTsyomo^_*?)j1453mG=y(dh+ODGEympbN9qtm& z)FX}oS+6L0yMT2mvw z-ELxLvZpoPyx8#NOJv;!AsgE*Pi#?kK8v99W~9-NAV%;8WmAbFSl05C)7nue&g6}E z7qxPWD_s(kp%8w}V_Hpil^SUDayzS}y7BwYhQ2?V+4mBiyNjtb3gAhp`3t4nrwc84 zj2t|LPMBz3R?PQ+@ULcz-O?hxby*T8R&31a@8nF z0&>WL-YYiPSn_*D2(?W)sJ~p{m>^0BW z+YoC^_gS`TI05;=7nIsZQxGb~t+$VxPf`bGmTnQ1K`qVa$ZjvIAl${X*iF5dQ36KI zPE%csJg8A^o1V(h*xcHxM{m595;(Ier`~(;R@kQo=_8@#@;Ad{6W$FuEPW_4#u> z8R^}IE9YX5t41J7sLyM}EF>513`*pwGAAe^KXF+LK?J-vi1?ok$4u;#-YAl7C_dR` zW`WSl@A~+;x+R_~z}>~u6DbZFvr-CKRM7ef>@zyiCyoroyBK`cm4B#8cvPoy)K+L@ z$W9U5;sQ^iDsxDWA5ZB?BkUxu90FXO8^Iv|(~fLnzAayXPDMwFXpkiHwXEynE8f^_sq*J~&WC z3g6A!5`VM8H2h?7JO5I=As|M$Z8{1mZmtO1$^k_aT!2;D|FIzdjO;2m%RF0InF9te zuz(gW!+Qh=!L&(Lq1KZJ>hi3Da;NEgGCeZ0CLUd66RP^`-HO?(V=DTbxS`)(3bdM% zT0AFq&)m`YF{5K_gjVKB&~}~-C^mhD@Fl)B=&N~xv%CoQ3S!rBfw{y_sQz*u#|RlH zt5;9)a3bA#oM%hBZJq4O46wev*t}BgWrTv2J^HJ?I*?R?rhPZJJk7<$<;!d?IQMf8 zD=~>v&$>R&(w`)7Re9lcGy5awqGHQ>`=5awT?5rW?ovp1hHk^CM5=2D-WJI*(b%QZD-k^XT&^U96ypAnvUR(Io)K~H5M!=)eF|P7~ zTyfAUfL=^U(sQ%Nu8605`}_(>lz^}tepJs(?ftae%KWZQP1#?HoBr6!ku9~t9Kv-+ zx1MQoj9q{1SKJ1K+`va2dj_V*Ox=#8lRGX##?A_Nmuf;TZ6|v?6K3xKHKeB zipkAg#Ucw_Mu#hTBG+15n?o%1-YyW^9b|=c<#lUtAL;h*vcW+}*5!!YYCR*<08^d- z{m4j;K`5eLRMser<3o8t!9%_JHyi_HTLY#9KDovc03vnaF7N;UX#2{rxYDfKU;#pa z;K3!hyK8WFw*;5q?oF$~SdcL{$&hyld0;;HU-tBv> zy{kz()`|x}Jfp+fo~QZV?hjVQ^*sIXDEjMr{e6W0Qw^3&1gAM7ryXP$o)iF?KQi*+ zc^Ik>=}<;u_j*}x$^$sUrHmzGS?_GF>Bli{8Lkgk^%wUj`uu4N9E?j^RfN32UNmV{ zrdC`?9jyvhyCSj!F4`d;`}am3XMu=Pb0m0=Kl}m{0iqK?Z=5{&kyMmuRqE*iuwB-+ zjPbEOTx$-LF4`m|S7(4m48`)J#r>zL_kHlTyOh5VNxygVf3Bhbs=OmL;NOm9j^^He zDuILC-6i66IDb&;0s)M} zfMv#X+xr(lGA*~6>JpQuS{Pp%j<#i^UG1BVz$+j3PhNZg8jC?3Twd&( z)EY?7d>}*VRjpb}{pXguUFkD~`OEsq5gtex-mCB3AZpDzme`WTxqA1R1l>=`Y`=#a z|E-w+`Fx^7fvKRJDmqS{$mf==SF4-l{T4Jr-@+8If~@C!Jgm5^th6A6`J{bpo%9sx z;cjZ!xO66al`M=K--)lWUOZs-fWmt6hcP1xj*^N>=Q1uQA+PN*-pRt)}@egqEUgKM3Xe?;ik1po#P=9W}gAtB>y-L2eT16X+|U;!KjV{42aENQ?| zq$aGSyJ!vobtWAsp~}dq3=H$v5!*l5@c;UTx51u=<-JoD?EROUpAu%Yv{7{LR-#o< z(6jsC$4t-DAEg_6xt>bg(gFeGF{&=4zZ9*0EkSkdIpe$|4INmpe(rCN487aaO$bR; zYO2?h{-rJXSUhFZDacU|A(hIOA_B4G&xLn)EExJAUPt>ItxWUd)9StM zaIvgqxMKuqE%{WnBQVi&K;{*?!?e{Ei+~f=6)5_LZqPqp$Dg{qf3^iw)%3#p#hns0 zaLH+lAG691k#Z|Q#sshnYmPVSrn<CGrHYX@ijh#2PQ8wyx+g1M&V%ZZO_pMJ-0L$33L!n|$hU;%w`Fdr!RN~Rrn9%wHWv_QQI_Lze`uQiJ6roh zlJ>V3gANIRwz|_ykT8y5Vm*P!pn7$tfAel3D%6xkK`2+MXAP<#%0HzzfKs(NqQB*^ z)YFHAxVr>+l~mYq|KX}FlQO{H9>i4P{i)+>DENi;VPkN2G{JYd?83iRiTQ`x<*)Uc z-wCyTkIR?^cWMLJP^Y^jC)aH4DBRI>6$|J@CMLSdC0J~^2Gu?7Ek$^GrLClQN| zcJRXfDm#O)@HSnC&|HS`FCy=6py>*}-A5uF>46Xzu|J#{0#8 z^6*ZAy{^A;X2sN7my3mZNrPuohSdlguYKyzM#d)%$eaKXR>#> zIqVGeCt|Q7dI5s4;?y*u`VZ~XTNI^!_q4C@fNJrk(F~9APp+Cjh<_0zz4qfqUuXG& z{pOn6=rLIJPmJ@J6r6WyLaiF@zj(O(ZCrp1+qj0YHQ@hSrVD7Gj&R#>kw#GW=l{e| z{*6Oz(}lcezc+WUZ&h@jm`F?SpLyhm=wli%U?qE5$vp<&JU{+wPJ@1cH%c7-CM5ee`KEWhdF#-f9_2AeQfS)8O`%0LhV8*=RwdOQc+J*u76X;@1 zF$53oql$PayziYBRcCM0assCa@}8Jr8Nqkgw&GQhNeYcs6sg#o+FW*0L3WUR&B|6V zy62<`x3k9bEoAIC!w_ktf!Fgf%YR8dVZ72iz3%x&M}9mTctY9-d&IxpOyWBbR9cf; zrDhe|#%MAP6dB(d{J&U;hS2f)-**ACcB5R{Re(& zL<<)3_D-%bo`2lvP~XN7w}eAYMDi+jq-CGdj!{RT%>q&(3u3#Hkb${aFupV&6d?k2 zeKXQln~{5P8zFRe)9`4oO?x0##$3tO|C?5M3qE`MH>~@Rf2H|@acz$dd5{Q~`%5yF z3Gm?1M#z8aG5*AWfskur3Q6Siu)V(|pKI~(lkxVGHXbfrv8n0Xk>zoI0@fd4rFeLf z@3{P;WQ$a2%?0AV5V-E%E6uqVC-Z71iTa%tX**IYz5e_4jo3cRVF#n^)9URhnH2k{_B|ISGPSf%AIouer1LZKWJCr{EkHKioaFGmmM_cf_Dyc}jc zex%k;)@(ipgQR9}zxJeHw%y6b&l|~y87;ZN81tH z${W!cj`QwtXSd!G$$oyu`Sj|-W*CenbgWRB3Tv4sQXvz3J0NYWpsAsq2*c{Pq@~RU zJhWuN_TG60<=@FL9SXTuf=lX3*ELtt6%PqlQoaHf6*oyt`wl+mBg$}Ic5O_vV>ZC{$gO{J+*7Ko_8AZv* zCy8UnJ_upQK8m^3mgbqG-;{&&&n!YA0>Amk5nFg|x+V= zm>D0u{@J4|?e=A8YnlwX4UbQ;1jSV1N)#28W`_)TFThI4MfKuN1ua zn3s#v=CNS^H6QG+uCFPA-&G#|p|VP>Zl{H}gq(UL?)ztV^2C(3#wtZ8NUkr~HE_40 z<8y+B)pU*h+qC4+;DM0f4;rJ3C{ZSAJ@j4fIYLNG*AA)-2YrRvpU_!)DGIV8DK#0u zBUrbQ@r5AfeaF&k2`3Vk@2bZzxJ~d;#D=xwCBiCu1!PQ96i~un{${0LpQAlJB`V}! zDElveIz|T#<1xht@a zL2+k`uaMTb%pFnv+WqVeX)Ue?uyajj8IoLTfUQezdcLRfybmPRa%LHV+`61gXPw@esV(&)*y#Qv=+aJsFLT7at3Z@P|hd*Vk13WmCa}Sb2ZlbYp`Bf2u zax!qwyHF#EAhtn$efCGm`otG)zolz!^5Ao=#keJCcc6drU;p}}H}so)YPzhj)W*2f zmV@{GGJLCYL7}({IgPq=?TZbDa&3*UE1buNXL%F17Ur=dt)(0T8>=s4d(bm{bRVyH zpY5|>oX;%5_sWvM`)&q4+y>_FuIJB=#>5CRbaQ%SYwvV>lMZqGYlmS&^ByXOf$iIA z8h>zt^!Fe5&0s=~@CqW`D8Dt7KAWWEw3nxUi%|ynyVaL@m%JCWCFNgJZ#aDL;(-C) zP1Ur1IhSb;UVqYa@9?@;c*H)x+$1vuxb|0Vp-q~Kfe|#Jl2rB@79RvxF$^GV5|V)r z{@aq$8W*J9T9ye-hcD>oXi;%T00Ol)+yP&~yAvw_c0}sE*VZ_k=CFt1d4~6}bvTe; z*)+j9K$A9(c%*ORD_(89$61Gi2z?U;Xo(i=UndNq$mIF?d0U=+=^>)$!U#kAIEULG z%XQ(%-s~?2T4E=qOA2(tr|N_Y*wvvb7#_ebo{GHM?<>qyKN~YqHOjF(q4MiiDCb*1 zb`Z$;Rlwe=$lHv`PzaB6FJ+qbT^2#h_-s}>vxJBi%%0-T+W`VqzbVV_SBKH_X>o`Y`A#83ebzqnS6}pY~`hV|G#|>@pjjmh!O*ZF7#z zvIx}aQ7rOu=daI61ZLta%lGL%QJh5iBC*SjWCt$aT*dnby5!34Pa9N>!?M|@-MN>p zr+N0kFz)-RLz+?nt1x5t~4}g-*PP zz>r5%(Fnpxsjd_>5COk}Z&SaLp- zxx@AEJuXl_x^4{n7H_|Xc-DVWSawd@$*Ht-cRZidelwS%EcYeb8xPYM{UPnp+E$VS zzh$MtyH9E3WPz?4G*aZNM|WY<>&QVH9e{}T3BqS;QKaKNYku-b1f5cxZG-hoa0#jR zASzlo#AJ8`omTDmHqzzwETzc`>}P-K6iIeKqPbtbvvEWfsCPyP zXzbmvp}IIyGw0q>wcVOTM+y>y5A1kZCauR%dVRK1ptPkVl6=V4fJ`#GfUt{tbd*i7 zt;>9a5krYK^KiKLdk<}z=Ce)-j{I^Lsuz`F#}=XX578 z^>n>do`CwWgACuwzZR$jq}i^_2)Is}+YV+(8irb|1@0>+8c957t6=`J^$&?-k}e_j z-(E)5w|};ui_kHZvAs2iFQan<`EoBcH1TwOEhtOksgq@XC@<-)MjzY>;rIQ=2M(sb z@MK`SQw&DO8YYGGYd9?o_XFu8_^9I6R zAMqrqKcrl?Bcp*7lH$?m(NL8EmnxqFp5{BDK${zECuwbl-J@fXAnu#3)vPR<^WkhoIK1(=okqPx*=fW|z$i`ysSC z%tC12rlc385J$XTW4BJJ^^4{80%``#(k<&EEj?E0<^JS@LqX&M_F9pqds9~AA>3{+ z2kUnPZcnPFO*dqh<+Mv4tv(;|x%g`Ikd0>tJ(ao?Zzd8VgfNjv5u`2svQ&123COS#IelohN)!=1Y$WHtT) zg=!E(b*e7wa}5_PY#-Q+LJ_Vx%H~{SY*6CofM@wSg{<`DS6z`42^w+=_1aj z>n$(l$4M?ry2v!8qUa~%Yklzwwh9fZdI9<<2_H-gddW>@nl@21NtI^efS>;Z{b0Qd zx^(@q*{fFwlQd;21R2uM4UZXd+nLyh?~v%O9WMRMgk^KR9=cmiSMvL~X>*dLI)z<1oe^+-pKl8wH={bP!~m5Jl7;wtc>pq!d;tzUcsY@&|C^aav;jpxVN}ML zu9q%8)+9$V`r$oOq=B7*H!q0aj%0*{*WZAvRhRj}NuCtQ;mk_4gUCc`0IgkwZ(b7<+%j!7G)wP2J2r*=23|MXL&N4=wdpNoMFP=cp@=oSJAAwX6j-jGWU*BZ<)0^fmHx znAn?Mr_C^e>oJoG2yns%aZ?F%WJhNMds_X{B}Lzv2;a|b$sz~ShWe7R$T&oMJTOEg4f3%J5E$akHuE4Ni^RFu za)~@cL7|+U)ZGg3f#`RkTsPki3zq0#wcDVETfdVig(4|h@irPlW{hwnok@GjkB8*v z&WOy5rgjidkx)^e|A5sIeM&qSS(9M*x(XrOZIx~c>W8bSE7Wr9P%Hk#+~kBkQYtL0 z9OzVaL%D`5f2cib7gj&OUT|;0T)WD4X@gtxMJqcV#)fi>zN3-S$Zf}l7t(jQ=Q4^t z3@B`pdyrXvOD=(qRqzpBhTCf-0ibnDON#meER2KzW$n2*(zWc(vtq+={=_v(|K9w$3TqGVOD$IIBa_Ba24sr zpRR$F4dit|QkT|zP9KB5VSY(W&pts+J)*w?GiV!XldzR2u)L!E^`uY zYa~ID_E}5*Dj$7L1VQ7X1Q97eACz!XbCfZKhcHmy&ai&@>hL=2(c-=I(DmgdZ=5g! zD;`CjaAVMpoK8)1BQ`A^!j__|@K`op1o2+jegzS_fto{lbnF35hR?TB^Q>xdoD|XW z{I=?r(Fq=gnN%YM&a`D|(Se;i3tt%&uD4SRT2=7#>S`Y)HGGXQRSg2wykl$3am56v zU&tvNhwU}1gw(naEin{`LP{T^8D7s}Fa+kf1)45Ry)U$UKd<3;J%$}ulQ+U|$Pxv; ziD#$5&xAyCbLC?33G6<`b{xa+0NK*nT_bR}<{?d&(d0s4z6SNXD^XRd9<=#4e9uK? zDIk1tP`^%}GbJ5(Y%M2XjCi+S}^ zJEopyFEMDo_uQ)IceN4WN-BM<2AX!7G5S%VU&bZdQnn;XADoOSWLI9^-pHX+y&E8I zZhC1(UZjD1wlP~;^tDT2Ir@XEjeM-Q@)RTf5%AefQQnQ+x%yC()yf+m(Sy>GQ2jfu zK|%LAVj&10$fy!LRah~54sp`>pYB`r@g9x^zFmm@+A}xVfm~Ib8;x<|5kBI3kX1${ z@pU=B3xr~JAG4oi>;-P+*b-cGn%bz{dp0rUjg1eq&I7)~5ua3*mLgN0mTT6|)m0wd z&{*+q6$XALZ%4PhkW#P_hrvIxjo+GezvkpGV5+IXJyW3hEDujMp~}MG!#Fk|XAQ4~ zH>sO|H`Rmqd(g>a`h0zx>+d^gH#sfzztunrKb~O}G4L-g}xj+ks?kT%F9iv_-DKTt>ecdQDNC zfy?}6*??CBv)QS-PH3b1(ojlj@?|PoY|UI{NMW#(jwg5S9;uc*rQ~v2>awOycr-D- zucM`g9DvT=TtsP8sER3mmgy)pt@YqBJ7<+0`;9qFAo(Pj%v>CNKn{g_=#oaNG`8A8 z2NK*?O{>}J%g~7}iaW^T27XDdF3wyL!8J_^#!yZc#H}Su!%0GTnZ2(S&$8^PO{^S}t_~{Kh zeN-D2OuZlf)-}N(gdsbjSOWX{5-V#vscbiCe%4baL^y*nH;-+4tr(^Vk=GQY5jP zei*1nt!Mglr>soXJza1Q27o;jW1L@AmcVtwNZ(^is7zab9)n9E+y2PgO~8BQBqNsI zyOR5jSES0M+ea~yV@8d%gm*i6uXjPj$`gM5;)jtPx;avebM#S}vFDH+{D=W>E|+dj z-qYJO6AiKghXpIv&GEV>(glB)T{XSz12C@?x6%4~yZ4zpcWu3%OjM&e|t<~i=9 zQo)nR^a5tWKhmxL=?U$-aMT@H#XF&bsb%X`NB|@#Otc~v#M$biaMMFvYab1sFjprH z&T@FVYhs_j3(T`DW;HGewfAkcys;D z!bH!hXO2Rks``_r#y6GPfinY-*|SyyN=rK0{>;yTu6Z>A$)iu6MmP_9$?K#+*zwpK z17?J_xHUh`UtE%beXG-I*Vy&A-Zuz@wMeA*Wf~r*(O(q@mZBUQp{E;zAl_~E=?6pr zqkyk2uQGb_YC!cMqz}*XT2TN`J+t^ZW|?XGTLcEYY6sUBc`@%YX)@wS+xPW+A-iKU zJM^jJu4K^T_?T*t77*~T1S(KsM`=8EH!;StsEm~V+zTB zKtA9hqWr2CHLswhpc%L|U90U1v{G%eJQgnq+1B1}7~pKw=GbwCDSFm^+ELO}6#R%J zk2+)#;vbrE9ep|B*84V4`qNrzF3SzO#@5i%9zRx=vaX!T+nbx&M^+}M%!~{W03CdQ zew3o@9irzr4Px?=b|CQ;5lUhg?IBSp6L?1vS_bQsM5YA|G{5ub0gLpCCRT{xqG2RW z9r|{Uo_P1uOBqp9TUlU!iZ+L-J0(j)ghFsH@ih7*C$~XDzDb~)k%g;0NWk!ZoQcoN z>(#4K9mxEy-iSN3GU-TNd6oBfPWP5rRcCfT^z~n&Z5b!E@aZ8dvD#|I=_mf&?IrUI%OKRFYizlBBb;s|&%KB8%SCFgv@nFrI zYwPfh++V>|BYH5sw+VMc5{w*vg$}M8j|viWg~|i0(T{EG#GF~pm+o~A!i@No0`Z+T zllcKzMKGufw--p1Wwl-(N1}Bin5Vh~X5FtjhAi|^q@+mNqTfxuWAMl0AoKkWuFXcb z-;;^zWF38diy|~|8T;1KXnqO|wP&xTMrtao7BWiIvF`L6Z&BWvFOSgrN+#Io`R>?$ zthYj4n80I+RyU`2Pt4AbTc2fHhxwno;L{aq-RnBLpP6m%Z|324#vNR~Cawb7pMhXa z2;1bcH{-k;HO6d%oz)}A@vQPA&rm!KXYVhapkHkOk&s?Tc+`$V)|;dfxwxhc#H@J< zY6JNt^D{$0+QU%KY3nuU;_FS0)s|S`CK%{l=%|D>pLvNER8Bqm!EpMCvOeeF@i4vD zryaFKQQ);K$S!hk(N;xW4EtqLrZ!Ig&S&5b;Fo~50Qqn`wy^09FLQLPCl@L?e)pXo zaX@@jrI2KhE-G#1I|i3-+SW*VK-gc93Tl1upR!fD(r`qWs#4+QweOy>Guhp!QZ6qYEQh8jW54ftJeSnxxii!q?c;A zS{{Hg!k2o}#@M&njQ&paP(KMmjTmRHIVSelMdxfl3wiVv3s=2)khF@~Rx0z)??tBT z(U_>nn`)h8NfJ*IBYG>+`eFXtFw2I^UKuWQ6gK|;p*cT|rSs$!=`uojZmG}&u>J}^ zVkUaihOo~T8ki?zBM>r1!#BZ}oc?sTsD^4i@IbwcxcAmbY$3h21q5W>?~}q}6ahHg z@JwZ3>4L~Q{OwQKf_-+r5-U^(X_(sLrOoDI*ak--oaTxjygf(91o&MJB2&=pI%j5c&R03+v$4t~(H=YcB8d(njEawQ z7kw4Ab#FjEXLrKp89WK93hJ^zEv)pT%oex5hIqOn^%=zg%DNsb_LmMf;c7fux$dIs zL1JA%N||eCu+2|PeqKk&V4pg~axqX!x#wRa~LS{r9FU8B%;W{(vnMZdMQ&PB zoZkC~2A5)ZrVx;hf1XlP1UXT6Sh2l=(x8<_%QwwlE5?9ewT+HX-*b&_+ z>9NcJ;38&;={xJp3=k{z!)Ud`E=zc6)1GM@46gt9NhSyW$t5A$y1_1sBm>{xjDSY( ze5Ms&?sJ3ntgJaGQy&Fwpf9{S}ms;LV zn@`w{h&5hLQ|$*#w;$4&=U3PBSM4xac?dBr$0W38{Ip-1bQ;4byO+G6Pf~r*Px7%$B!{`3gS*vptLRA|mE7tJ?hR10d^mdUdJ{!lXuJd9uYTUxq z=b-o3e6Te?TE#W9H;w$O)_q>xJv&#(h50T51s_8_Gh);3?O!ALB#CfEvR z>Kqyv*z9u|Zl#8*r?G63$dJz>PJm7#`7r}PaEW$$4umCU3r)TBMGyT~y3LDA;H;#n z^4Q{xtHzsXhR-uK6tNA{Mqc1ISQ_9+Z{wM2cl8ZdKAt^RMed|>^yG&^(Va`l(i4`X zC%&T8sI@x@Kq1?{%G$tb$_u|VQkAdyKIi;xh>q*s*9MY8IM?e6v490#5!|_pA#J-K zZ2h;k=!hf8vJn*mkW{>yd9;^@5}p`{pQM?fdra{3FyYFYnz==*f(>&4TZpxobS)#X zBp~7;ijC4y62xpO-VQ5{?Ly@2U*k-|h{DKb!W*Maquohh=QN)BNG&)7!)3FlwxNCe zYK^W7nu!W3q@blI8o$H0dHcOgUnlib2(1aGEucNskf^4kcew9e zETWZI%Fk>|`am3MS=IPI{cy~ttrc$zs>`TK;Re>k(mc@c-18UhV($u@RU5-X7!~Jr z@yy71ro(xO?^(M0)G+!GwF9qHIl8ZcxwqvLt5wY#v!SnR7$?cr0)y#Jn+Z{(delG~ zq+~I3>B?z5E=DoOYP^?e)9HLgwsn~b==(^cc&0sv#r>oK=Q9JU{cu5V@u&ZWwd+ru z+pV)Sxw7^woRUKIePhf6kAYp`^C6TvMN|24qQ`Y3oUE-U7mCHR?^_d2GwgZRrxSZ0 zI>v4iAA&+9vxlf3Z8$A@uT2xdp<_03&U?CJCcHX@@|eeyx-s(XubGt;bX7&uTJOtE zsqLnInio=;c7^GV=Em?Pb)V=M2Ro`v1_IxAF!L^G_wi~<@w_9ijIwrdv~xL*F5SXB zZfr2DMW%yH+Nm0A|1W5{Bd=k4BVViY5rYLFy98}n7;IT1Z@KcIklkFVU^>Mr7nW(h ze^Yj)r4EKpGa0H}jiRqWG(#4gNItWun0;r@_aWXrfVP;nHhJR}R%nxkhmXI$() z!zH)MR6|QGbCTzp!+c$sv>aNK2|l)%exvXB>f-IiE-X&3YfS7X$t%?HkJ7 zD%M=5e5bJCH8~f$c>>o^+|)@*3K`0r?b27L>XiF9@gpV2Ci{tR3OIdaXU&u-)$%w2 z+Qa=bqwW+z1^4||!C5^MoL{NR;P%#ZoQ$|r#(OSxJkI^ra>Xt7PDOZ^`8WbZ>??U> z$CsCk#c=p7aGY)Ajj|YY*!zTz)ZLdRqO%P_t^VM}97-a(#luVi%lQ`>cJAq>?%{qs zkC}<-ABgS=h@h7(Xo%$t9Af(_giYOu?NC?@Xi#!a788`KSHg%i1|BM>gHO>i`~w!> zT`&2M;iL&Uf20edZE9rfS>G<6#lsan#U29E}4q9#pw1>=yK(S|j%(rW$sm$KXy zya(}cid#%7^We!Sk*l749OvUh5?h*mA%rmv99fh7ld}Cl69i4?OT`2y7;P4`c z&nsKTB&|3HsEwSi^95X{?FMzav6-_+qm)HGUP;u8m!VRR8%1Gb!@8|&)t&=2$E(e% zBa+LO+3{c2NhkLTra|{%)iyV>i5`1A2Ej%xT#WiI_u^6qV(O-TN{DqIcfw>)*pFjR zgwekG8Ar#Uj+$3JS|aCI3o8x;!tJP|$9!8IA~WsJVQW}@lgr8DvhT82p{WjOTq}7? ztG|XFwjdU>VaWXWnM&LCwbEQAj8yCPgahhbT)NQ!k@wP{cV)eek+##YB&w|Ti|5H< z$B2@eNk>c49yqf41ahmBPjaNsYEfrMEI%BI3b^1lHxnftrWHSaGKo(ChYrBn3l@6O zmJgtvA*Z(ovF~>~&2@&A)Z)l)7Lh+ogQ#pJCVlF~II0%eId#t5TN;RiSaB%WFxc)J zZq%T7Y6yIEl1FRh=~)I|4XruYc0(dmL)`?qENVzrQ|j0~c2|DV=$ej{k4l%JJH8#5 zR{!yiK|wv5INYb(VWp;ivt~|Y&vIx3$ME6)`)k*=%1azI375eP$VIbZqIZpqPg)p9 z2w#mag0uHTyUp>;0Q#nD#PsYe3gi#$Zsb9kB7;ELeg$;rn@A|5bvN)|NLGiW=|`ih zhv+~5K)WY{wU>RJX#h1jeNarV-YefYSW8yazdmDjz)m}q0sw2uPu4HX?RMd_R>esn zg5!l?dCPRG`})*K)%kRf)FuRM#vZr62<@gI>#diQ4fH|=N@@JS!4W)DH~6Wkf~jOH z6=f^Z2`{6v-^m8%#eprkz9O2NE60^OQ_*9f@$emN)c$AN6e@Z?&yJ~f8GDm1H+gsU zkw|KJOy8%0y&nxt5yQ423!NyPYqKshc`+yAUI}X4d9vQ(+tl&4L$bo#?X#;hqyNW%^{PYyD}D2&)%S~n>QG5w4gccs5&#Y7EFIR zZ^xbX#p#(Om2c7hXxq{$q`#4fWJBtw+3aUja{U;2xA`5cqyU49_i1Zd3OfT?9<^29 z9sELO3ZLuYW+^7X5Ys$|S026W<0uf3zi?RM$E6q1TB^7D)Ae4(e}c9v+D<{^K;SvA zELL1fy6Ly;mAt-NA;P1}X>~q`-U)&SKUnU5|E{BrjBNTUh_F|% zVS$l*W>i1e{mn5X-~tXtKYe9?>lPURaSD|5c7=c{dp%dH|Gp_R=R#rwk|5@cUUU}4N?dr9`ne^1P zXMe#n%&ApJrVDKf?IfEbJ1ngAx!9j<69Kh%DoiW>htGjoM#gteZaG9sTz?J>u*1|!h}NrdAp zQfmT-K)VJckWVRf^oSyfzyCzlrCh-w7Cl9tk>6>dbbHps=j^`QWzVKd3+%F+sY(-_ ztrA0$n0|BPn#+^RCMkr-OJ+DRcI0?T@RbJu3o9MBwhen(vgq z{8`X9p+eSQGG@~yuZpwNmGL;ZG3!V{Ad!9Gl{PIRe=V@1CSkgo?Fv-?k-SX}%$fzg zrjjT<^D@9%+ieaCQr=5up=zYV#Bc*!y*gvQy-M4~*M=lIHkPs5m+ClZOGqd!h%(}< zeFlcc>hB!-Ylxy+$5Q<^bL2%(GX1bQQuCr`dqy+tB+b#3rA3_r$|YC$Aq6@KYk6dM z*}8<vum95Q5S!(-sTj6Xz0IdhjkJ??ZPT+ydW<_dDm~D{u8fZ9=<%y8+1(Rf)rN;z4_4SnOq28;o98D@7$c8CUh1WH%!XP z+fO>Tt1(`qZSqkR#8NIx0v9XEgh>6mEk~5vHa>0XZ+6-Az-x9!LKHYpr&_3PpdjTo zD}3yehXbmw!a}I>+4)5Gtj|x*uH*q!L+Z{P{nOWk<(8|a3?1JymNx^_HbVB)F=!a! z>>2|s8O8w0l}uZIX&Lybq-8~@1VOeH;k4?aHOmbVGi!>cE?1HZ-QzA|mm%oX`7k(T zPB=chU~^|pQt^)Lj_Y*3w4etq@7gKt-jC46XT+Zzi_sH{B-@%fX}xxWlQ*HTf8e@> z$Ed*x@o?^aqo;1peD(&Pd!POqe4^ zQsEv_IaDj6_^7xDky%Vplb+j+>iavof?N%^(N#Cur>N9BTPP^VIX=3qX_56`NumFM z)qej3pii%oQ<;A_OMZ((IJE9u@MV+lRza*_(@Qbw75>jwUu-)sP7`0|Xk+K> zKt)IRABSp?mZ6~igkcc~G|_SU)cLXwQJIDmq_d+Q|HpiL7TZ!@k=H>;RQVf|)U0DAFb2iMop zlr85yV4YZ`inCc;24HA3!`?UsP_C+uzfXR)=!{)1ynTX!(t`{a2 zDz_A1Oc-+dADQVEkvhe5Y3pFT{9 z7JBELIpN>;-MkrU8P1=?FX>{@rr%M{x*hYt z+8EayF=o`|A=3hZVv8i94CS33qAecYmYawq#q8z_EZ9}l$Nh8G^VLjh6}l;>#LCiF z)4nW78^acw(D6h|Jto}63QK27g)rZ=SlPd(>gUWRiFA!m@XF^g;yRPPCy8?Yfo`bp zw*T5w%pM;O)<2(LQ5sLJk9|6@(qs~B{zxF}V!&y-YFttLFei5==ZDkDA+nhaVz`lQ z+Jw@;mSwFjHBh5VfBPKB*O^F@ALW4_eZ zBdBm&6^>KU27VK(Nw!-1aNq@;N$2f{rG_N*!KGrymcEXhr zKD{smt4b`C(71fSIKRMtnzCO)-MZq~=k}Uhl%>Lxq_Vl>8djj-8Z}oxViFmLM{L!z zU8Vbtze%xq&#kPIst)|hi_SP_2T$SCk|A;Df6S8?m5x;t_RBB( z#+|HsU@}Q|B}q4i;7nq!8Ull(bgHo#nCSWnR?hOsU*;o12}AVPKz~83vIAu}1Oug& z4{y@&S(55TUfV0>Lcq`FAloCjXvS0xsK)PBz{>3$5K)jmF{X*%T*PbdP}jG z!7!)Uja<{Bna6f~RuPA8JVyFB^!b@-)wV+l3`CE6ytH=z4Na9Jqz{gPj3IrTIukO9 zc@Jrk@Pn(jzi%QK7Sq{ZKo(4&)@gho1fmSuDtK8EjS5Kz96_%og`t1 z0<5v~ky+fS;pnMn6{Y6KYqE^`PH6FwI~*uQ2m9CcX${eOm&0O{NO6U=m6I!?W{|Yz zsG@RsUyZty>21|kf5sa3+~kcp%br>)?mmEBy{rqWa3G*4%pbR}S5;54KRJMtL)Wnt{Nv)_=7ivoS7Orsh>2EHufHR~-tB?1&|=3e(hx zDwK2&^w4I%v9GUb=xdJdf{}1JePj>2AUY*P`Cj4@ z9Ob6F)A$~XI~hv$(Jg|{;irvSpRJ_1^t3#}G|)Xvb_+l#vtKfNdY+FN_Cm!(=MGr+ z({?&z$tSfWxO#krz9mkT&w3$=CzT@vEvLCOWB^LLe5GFsQ?nbR7czSC<6#Fcx z(LoQD37PEiygtp1TOXc`tKmk(Kne=7^i`F@EYKI;9yFYlP$wJLxNUYu{?dhgW8vEV zLKBHFh$yb)(YBm7uvG( zussY;WYdCf0Egzh53aNp;rNC~JmxMSlWXSCMLo0fO5mj|maY=l(ND~qSDZ}7vHq|tCtOD3^hX+#8&+9_YcfSVB-@4Sgq%+b*Ys<%+5Ur>6YKG zq$44@|DG-PPtWCu2+Z+GW@0~8PObO~Cp6U#Ra`VwG>IrsSx-i|_w3eusw+O4WK=hf zR4?YHvuI8$*57+mL~TvqAPIT!BR|`hE2zYY>0CYY`+x>5iKd+xAG-|dRTfHFib~Z1 zPT!(>ZP;{WfjYJh90uODzHPlK6-pry@<&=ab12QglAjJ$l_F!9u|0b)CO=ny>)2Vs z^sqL>9WtOXm+#UQ=+mMh9gUkF;icyYxOaxnPV93X_o}J~MLzk?@ow5%VM+e5m~zu@ zsr#aWU(MH>qSM^_%Y33J%!iATcN67^zhSBMptdiE{cr(`WH{I0MC<0XkxZM{Eo9`Z>RNBkBH1fRem8s`1KemEoAaHO>>rT6!C9l}cCItINPo=n>={&sthUxr)q@SX*zDzn!$x9_W8(Pe@A5kxM%aokk*~MvJGr=Z$!NUg^YPrg2GPIJT2RYAcn~q**tR6iEiCkj9 zuQZX%4a}HW!0xxXA;JaNuelA*3BCBJ6lWcIg!RsG@K{aw1PU{*Wm!W^*WyQ>2341> z3wcc_)l=*|o1NTi?H{9)C1k16)64acuGemB(`hPh!udvEaBRJ#fpb%=*&gJJ!ze36 zhaWA7VhL6mBnmfDd07MU1>EcLFC<=NB;50uJUo~j7QwJIJ!yvCWc{3uy>B*n8wvVc z7aXGc@K6BsO6@l|Sw7X`U71b-N6$ob^Kzw~qUf6duc?c63)Jc8^bwXz^-H z_54^FMJdbl>HdO?Mq`B^$HvO}+7OH3CNpZ`eChi3W|WU3^QM_ewEWEdtDcQbIB%^N z+3dUXpYYQHHZ8RvfCPylQr;L96$62AWBAbPqm0Ry9VYT8mPFhXZOohWISf;_Xg z#L@Q?_(Wg9CV&O);n`*y)3q|#xQQ6~+p{qt)xQjn`gpv`NDJatQTnwqVe zQHk7I6`6uhcG7l~=IBv!nq|~`GTMfVC_dXi3n=~%UvC-JR@7|`7b(&fD-?=ToMOe@ ziWRrw?h=A~a4JZF;za@!ch}$rin|1N3qguYkS~44WA}dVxPQ(#`IVfLz1Ny+tvTl= zq9IuScz{*e8+g~ZNxxZ2x1(YiG4Y_yioU=L;T-%6cYA+U=6rQiQMzvy&A zt)>7Q=hzvh3z|Ev+rb?g9D=Zod1z;Un*%=XV%@rUa#TAvPaXChem?JV-X|<^lZ^Nz z1~4HL^HY5`AOo%+$omrhj%~%*0_=I}PQg0$R%o@bcJp{B>H>_g(!8AiOnSa_{xLn` zg=^ZG(5}e8yZ}g;)FLd76}%F`V-m*cwl4+79a8E7@Z|}0xaWi7Fm%tvHC|1>5~V=#M^^nk zMQZt>Ma;X3tsg++(M1X9AM|+UV+>Z&clZ+*Pg^trgsn}Q*%=2XB_cvY+9K=^AJ(;keBXHUuql4DEl!C z2^NSEu;JOP7(EoOMfe86b%lK;_o%xb3dWsol=dTXk;gzM&#V}+<7Ea zMP5|1OAKAjK<~_y5^J)=JEBLr3s&ydls?(gL;SQHg`RJ<_A1vgItoy*6bhw3LwXrh z^M8G2e&Ohg)p%4@GnGAp>!kQ&G!EA1`CL~tO|&V2E6+2$5=R$KY4yU-PYQ!_$`{MF zjk-OhEJE<|2Ewyx=ccxJqU*5elQ*1q&AFOx@C7uHJc<LSl^^{Ficlnh7Go4{k#%{G^PO!TN3vLxtpk;v+T`>Nbpar0O8tE zI8-7tZ(PybKOeSS&RsC|RQ!JNm`lntc@rEl49MztMYC7yov z)vvSP9xE9kAc)Yf94XjqqMzaRBc*k5pD|XOLXyoj*>B+oc*e9YYb=(r{*@`j+ohKs zfYmo8zJ8=UPMP^{U1$(g^Nnbzn11+ic>hs3{Fyf=BDT~N_Q^rY9$-P-tj*>;jA ze|0NMxv6%EQfRYL9}2)qWr9_y_QR| z*qSCOt=|+#STQ|{GKp-PQP5QdUM4Vkm%Zg|TBtnB=GyrLK}-Lgy1H3!k6stVz*p{c z@ZW|oYcwHT#&nJ{&+`C{_b;C`qcauc3Oc1?+tZsi}3th?3b$ zm5I}h3^(cHRh9UA^yh@x#Jyc4D3xl+#Wm8jQUr4*?F zPbH=&cw9$=oV9Vqeks;DFya-MT=OMR|RD|Ql!YZ zSTCMDqtpH|cz{Hcy&y#&$H=;QTe7I)@Xlzu+0OURX-DZ4SLGZ>cizVz+vH;^xUz9? z+A~^^_=S=f04tI)A;UID$?xMa3opsqQw|tx3?Bx6a+QQi8R{SGH-Aq3@~PB?bD<^) zb5~Jk6fceX2Wa>YTDh-(P``6#>6iJ)EasV5USyejg>PqPmyL9#o;vW(%x^8*gkVP7 zQOeVerd1dodAw@6h-joF7I@d_dp@mX_h4J8^?TxeCr_?Y`;~QFtn70?T(Ws)V_0|c zOvhV>^vRxxhka0{)`&nF*JkopyXB4JqSlZ4AAlp3?#21o6m>CbIr1wHF&2c2uY2vZ zoQ9iI?4MC=+3c@!?kKix3o{Q6@eAmm@QE(ews+HcENEq9<<8;B6N&--UF)a|K^;h| zg-OR>Ma4WU#m2TH+;ZGZCLZkf=QDL9^iI%B=tGw#M204*aZL{!0 zqk?8?zeqjk0X@Z}3eB5o=pke&4_VwJQU8eP_~sg3+*h!;@R%-Ez+bu(s^4dfRy58jlij zO}q9i^&lgB!-`s8x&hpH--K^i#ebdZUR@FADUd6MLXwc;;uIJx*dt2?<>=h-dIg#m{ zJ>+h)g`IHm40GO0m2s`rv_RGAb;-Y(O;19Sm60M2tllG~JbN+2E^GQ4NPR?DHP2IA zdbcVKWb8HU!S)`=w21KmkTX>IU8b$aUXTsJ){Tu2oxk3_OZmYp$ z7dA+mIM|9wL63~j{a+IZyn{BxeSSU}<#6pk_srr$YTs^QLip3y^}c2370fPXovEf& z;W!`h6$!dx)Mm-37l(mKaA$PWsh>K}pkYKZ0>g;Cwn&~PdrL;LLuR3wOn-K{A++&7ZN~3Sozk{WaniSHCvbv(+nkihZ%MYvvWGKMxn{EAY^_g zm{`J^w2OU;gBAKC#Baz`J&z8V8|_5|tdBNfJ~*+HPHGzM4Q63tz{{SK-poso=6v+f zG_qY@y~9g2mSK*RN&kZgDL=McYOoApkQhJjSS?R;R{K&IE%wHIorr==4#^0JT%M~s zm;c(qvkl^I4$u{bIDfTR_OoD#6nXQ1C~vd%Uly%jRD$My2C3-~2N1<8A*Fs3(<>U0 zC>_I3ZchzXhQ9WUlVG4lq+aoyl6AtF32E;XW?}ue`GQfpuHkq{C4}UP%yj1}wC_U_ zZj!I1KCzg))LU5?I*?oUXz01Y?H@n$c{^r}r%^ZuA1Z0E_v&GGLfgUv8U}z7fV24J z8A$`5z`%B;dC0=u1;xo5m$f;TjV8x;0t7Bh0R7s#w`8Nqk4Ao8Xtf5yhdH#jGl4_Y z=}?-?-(>vy^BKK9(sRVRM*4V2Fs)W_RoLRWH}TZd`&=L`Xh_BZDa)VfUlGb5R7@)_ zN3;KcP?y#i$Zz{PXRnpv$gaZsiu*?;(;RVTUciuQgTrXO{ORFw0vRUzQ$?OesxmwB z+?UJuAg^Sv9+_hAZ=q*Zg079|Az|DxjOA7YWQ6YEO;n)Fn>^fNI7#~>1y{3kpoD=O zcZ}X*D)<-dk^hw*Q`X%#_y+y6ZfB&@(wytZ%kJ%wr|!O*I>`KsWa%Hg6!?BCgC$Kx z6~R-LKcJV*AV+7t4PsMXCo^vDn05-mDOMx$knJ>Qdw!vprmWr=ft$Vg`7+vbD78`y z=?i0NlfwMmx96<8YsUsztLW#8&gK2!=wMwjNd-ciyRYImb$fgRa`&92lX9_-M@sSv z0~MKk&769W*-VpcF8OKwHA+Xlg2xjAF4vwFlQR>qa)Dk|-O7&K+}9h_H#V z^OMDJXgau*x4+JVVJJd6KESW7AUo~58D48rxnl)7;@%Sx7~40&NH*N~wzp`3uc+%E z(N^1Zhtw5mxze5a^oiyxni=CQG6M7GVzw?b&sy0m_pZ;F^QCnQ>xB8aJ|iiAT4k)9 ztSVf~!V~EgVT0U+L3>*8aotcu6!=N2{ zMF*%p-|EV@>M4%Gd1ndf{N6$LcW~mMUEUBhHFD4=Z6h}k;fA0>+J^d$(R?bjFH=2H z723m4C87pQFDFel{vK=#>Bv`f|Ht;~EX5{rTg#~w*qO>%?mb6hz3F6Vb;=(8bdo_ZUhrj9e+XU7b&WU>*&vu=1S+!@ z70k4nD4=R@r3je70czCW%6#h!+Y1tLYM&ig8mC;O*}(7mvv(TBMU$S7N`K(gSOUeWWv!?Y#YCmn7}vSfY#yImFvChgB6#@(cPd>W$th?gM<2N** zHEYi*K(ctEk|=$m1rKqYDqCL%iDVsj-`s9cC`Kn>KG|4uw6ABoXlAYb#a%q#j#u~c zEthv)iO&67(q9SpiVb07(n(TV)A#RV@OpJu+&m#!jiYT>sRs@x5=utC*9{ ze)DQ5r>x>G>v!&aHs!Ie>~ar3X6PHe+{%peSnl`f1>>E1-x8ip6>D1FHLei+?e^Si z-LLYe&Qfx?U;j*IlbmzO`zGhD@qkn5B1r$Y&+`PuH8{g-MnW{3VNm7uyHmDj*zPM$ zv=&d65jeTahO^96?~qcYQesH(R9VZp#_Ep}Dmbv@SR z>gs6CT+c_(kg(y+FSwg3P$@f^#1gtDj|QYuk9yX!cG3Gnv7hT2s`imgF`TNfIr}23 zvl7#ypY10ZN!C1mI8@d*)dR=(cW6Z-A}7v94+$2=+{w22lsP@qF_AZ341RNSbikBj z489PwfyccYgxzkz>Rt}~xR9T+MIqii-G2awH`VE#5!KWG)++v+g!#{#PGw07JKGVZ zTqp-njqB&&k^al@^$n?V*x@Uoo#g|+q$eau;creHxVwK9$`i)fzfb|%p~#1ieq+*C znmV+a^_LOlDu?b3aFSN4+~>=&pc)=8>6tRS{~<6(2@3sC_rh? zmJ6gG4j;5}U&lHMQ1`CjpOka`{_&+?IIhN{?_2phPhA4zPKSnBM%*9B z0Y!m3LMBdds?u8iK&5Yx((7Yw#p;xV^IHE-jZk+9oWlK6vSnYf4A<)5ZjVMnguOgt zA*EPm;UUSZoU%Lp?4QaRM6k-aXfX`Rgje1>J;tenc-Zl@^-N=~#zh34fe@^h%=*D$ zcnw=98SxOG?5s<)ltkujfQ4zyCMss1Hqv>wRP^=7jqzz-J``**DiyH`I)wB3v1Iuw zjvI#Tj4@T&?>}?w$iv}7ne`Y@11O>dMMcDtOiYtihF)NCtb+y~YWXV+(U-a9^q1C{ zqtFM!QclSb?YXX;3z?Ypt7)K*?VFAObya)21vSfUMKOBM`vWEw_J}mz&who}bGSQA96L@wk zU-&TY!KZ}J)Bj{T5LVB+xfeJ>YkZsWGxhj`4Kz?%8~KIp=iMMMoy*#X&5xI^zvt+* z)zVxkkq$p<+sr|Xm8N%M1G7lVH<>u>JsGcG4a1r`NnW+r(`t#TF*jEI3t(TLK3=wgtt2!q;YsolnI6Z)Ov-|$T>%X>0b=Vo* z?dZpUeBf-zxmS;VfSlOh;%H43b)U-W$nj~+e|bC7n9;sVWZHO-24tG?s-4pIim2Hv zc?lUgnA001^j+5>^f1;N;A0rfnvD7e&HosrHT6uJar2xJrG3%B?xlS=R)aM?Fdkb) z!YM583~~x*-@(&ogf{mG)EC9>K`rZD#K;1 zlnNA|CdwaReiibJuMnVSxfO93@l59-MdgqxUcBhAwlV@0liMj#8>;nV=Jl&zP>m-d zttz1C z2MMG8(5TteAhWb-%I37ze;*AxA+kIZL9XZ2xV@<|e^gA#VxOP%#3 zW2w|GKuY#X9Mt~Ywqul-%OjqcFum<=+AzhlEp|k^VG{k3F$_L{14}?I8L9q(=nfG8o%oVt0n(WEjX=R#YfIKX8ns8udoWD0;{*HDX>)dD=TS+eHe1+tNu06Dp7P^dOEF#tQOUG2H`flRRwzyM1Hu(VFtU4CvR>`69z4sx{KAGS z<1dqE>aJ?s1c|h{t9cf_PBaJPsL-m+GSoyq5(zL@d?Y5X=5W5(Ka^5cYA2a#r#mt1 zz1{D!#kVs-N4l+MN01mR*_!$#3`|t}UX1!UYYN*vr${7zWv8Q~StK4?1sWprySpt; zLx}Lyw&wMx&eZ>aWUNoak?|qwuh#cw&Xs*{5(Z1d=U@Pj81}%mxrMc{2=s?F@NIyj*wf64YzA zQj?pkCzTk)qgEzZR^=}sPSqUp)h4WWd5RK5wP-%dK+}PT z9Gux|I*?qr1IQ=e44-$po>f1Cv-OT$n`rj9adUnC{A2oHn?XNqvuz=8$73nV=4GMD zOdw#VHW=@3z2{4SZ@c(rvvA_O>(pOM*O5|p+)GAUVI6lhv0aDU(Y!QFS4|t=Vgxa{ zQ1QS>0U0usdOa^MMTAUfBKo;)|%*B_F3W`jeU1*SyCizwAMc1ZtK$6 zZtl~W{nAri4WtX~B*%w;|0(~AfPnmX9dvnw{;p&raP68C6PtdE2J?y?i#anGHPUC( zI7!E_e#Ych7f{;JKvkdZQ&&HugS?$Bc?A#g$??g_rU-q8C55v60qZ;Z%Xmptp@%cW zr7C*om6ZXfQ?S?avcU03`jxNqYW#faDh+;>WE`mvJh_IA@WYK$Zi0@Hd+6gDhVVMH z4_;!m4sjTBPs%sVa-IiXKq`J}BoiNCseR#R}XP zW$kV==anjJ7*{6a+cxhB41>e8ZEARNJ`gCua_hCZZ~Bu7Cw<^WHo(;PILZ^ro;It8 zT4q3n@+G0t4+R-B@|y97Qn-O0%I$k?C(E2(pPmvpU&UA9CPx!UJ_+H+ccBWI#&~6( zf<+Vj1QmIalqVVQM2oQ zQ!-D*YJwn}!+i~#Q$^9cKRz@QezED7c5mpXo$4n)W})MoAf%kJf9C+8G=vm~X)V~$ zq9lZpytWMeI2X_UA-uv_1aE|nYjM!a(1|s-^k%&?+3{i>QWeqrc*?;M=Smmg0UD0= z%-h3SdOWfrU8#*a?{~bR+vs1h-{9;-SyfukN-2#!ej_llw0HB9A#w7Wt>GhlY2aq{ ztv25}CW=F|Kr-@~m{G-UapNOwO^K!pSc<_6B9&kF)>hlb#2Cr}a_ZI|pOQoh=O5e0 zH!Dl#jt23SYL}t22X5u8sS||Zg>af7HOXL{Qe8Q`xBc7u_F2|e| zm{i@VuNDuw&?k9v2-hTqCV5))D^pHu*tytg_1sid%N(!zABBA@7$AmC>HLOx)ez_+o==hTV`w|kvs@}HPb}VJ{1O+!xtT-jl z;FjOVT0*Z)`k|$2Solqxcbi_o>;QO$2QB8}r$U(UH_AkgKD?ns6aCAG_pN=oC@)p1 z;utEgQ&Zdg3-A5s7~@Wla@jK_j0|C9Ym${&-6~nIG5!XX)nkOO1OsW5^na}z+>+2~|gPLy;^OiACdj7~jg zPCGL@&DVbfk%KL=%T{FUNuX9~t&5D@47mt47TbLBWKSo`=)6YDz_gw@u>YR(3{+>k z=sPY2UYB!dzWFjq;SXeX)fIEj(t+fPRIKD~_!A{^!7(wNP3agK z*PM7zUO&gGs<#6tIxf)ot=hxSZ~Ca4bl$w-(%^<{H&;w0r>?JYAAtHAG~qk2 z)Cs`uObrl)>+Rry6iHc9boYztoFLto6W(rAx|k zQE*aVRO;P`JvSNB@bex27`ouxTEL>inDNM#ZJ6;b6JWKoQW0QSE`ET8@@hQ$DPC)% zY@n+J-h>&3Dhmsj6tBxLu#$M-G-sSqGrSQLk$^UY+%6${#Nlm0Nxe11p3?u?J2~_& zW>=$`A=?^n+hwaaF}#yHIRb4Z>*v@ko}VhCYZvCB9ZD-KD(B6ls95HUd#G>s zuNZHI2g2N}9z8lL7JOX0i`%yLVFi|;q&6v@M8Eo3e&`RZ1g9<>@zpvlaU(5;D5&m$ zjzrkiKKc6&Mqa&8tza}`9er}6KasOFQ8V{e=^@G8AYsfhy+58wfKIGM-@UXnBClXH zV3C*NqHzx8;(oX1I{mzOa#A`->g)+7&JJcnN6xPqIKx(l2f2$GrTo02L&gs&|Ivgf28m#*}n2s1O^z3@kHOTSlb>|jIToi zW5xxxM1$|)yKgQghW-?h{6KqSJ!6C%*H;(QY@Nj&h`4I2P;bM4odc z_`Y&#R3oZyTUep?`2>qia18XrZs3e57mqV|SYJ>SdJLxkxMFU3Cu7@iH#Gy^mcwP} zEPsu^fLSpL*XCEM1V@S?A4^_k-lj%Oa}lfcsuy=6a703=p`{)b9RE_~QG{n;T#4K| z8k_#5V`Lvlp{lR{_HU{*eD;TZA^G-z{9i%)T5hdpy?jx~)YhEZ*5)fz;$V?>+spI8 z*6uT@2eH!vFqGfF#=LO%WbZ4(w*^*B%fixhHzaVBhk`6e1-<2!KxGw`dNkTAw>jyM&zD#XweSxcqhOTh_3h+ zd`x;9;IM%fp`}dGo)Rk2L56NO$SQjZBHZd^d4^bLw41spJdX$2kYMtCiX5{Ta{t*? zcPn`Jusm{lKU;&2%&$*SPgvEpjJFMLh7XLc?lMH@O={*{!36SDbcMz~&6Xy-#Ftcp zykxzaHcwDfT|FqzDMgh}{VozFH=<|h3{Orlxd_(GZhi^P3OoEJ=*!qoTb=z!kV87p z9!b<1wkM_tuabD{$W@NiLu!@`w#z6$yX_@*;Sn_|{Z-34 zn3rwHP_}QEvvFFG!)pe?J)mK=ds)I;~?(kN)@cP2%+`|B>NzIqmgZcs6zf;Nc zik6zy@(!^!PE0IBh?D7%@4uS4v(b(%^VR;Re@1XhMaf(P2M?vf^WhC{{nqvc7S=WE z1l+;+1o=8gBjJhR{v{n0+*39bT#s@6yoAx;h{;K}35;)>-_BwO zblqn@k(bm%oCCNbP&V-!D7hhwdV%(hU zrpEdU$(N6@w_7s8a46>J&d;*F0%}AQbf>W9L=TsiY3ey}nyLeh_p(8nR!<$FYvV`7 zIT{TLCv;{}9OYS{!Zi#(D}T<;3AP; z-hw%HK~jP$p}i9OUzi6XESleb@RqS@6opF9O4T+z!NjBzmiwLIQUJfSYQPKeX~B&V zK59znK9`=*A~Y`1GZZs)9N`<@l3#q^RsI~FKyky z14Ngx7ssKUiX1mCU8#(f5edP+JF0cqt!_{F ziA|ihP%U(uP%j^!=KMi5kSRTid)t^-GI}8(TZj#OzwAx^;7IC_WNFa?iyEY-<5L)Y zmxW_E$Qv->EMgc&;h3oDu8O8|;=_r3KBtF=eA4izD1OJkf9YrA{u5n{|9l!lmFPqp z-9W)>LLQwAV8imk(JSIUyLKH*{i}O#5pq_A#``yOXw4yj#; z^5mEXxv2qiZ(I42W~F*pYNA*(a-(AQX6AVvK+tCoH#CIRb1e4na2knNp`TZ@z?$AU zyTa9<>JLgM4G7f>tO>rRQh$Drw0SNyv?p``jk+#CItMo@eBFfxk+jUUyovcQYRvxfW?3j_utKk}OjdRqWq z1DOUO!=l-UIyIU?5U0@5@N+RdW5~nMnDq&w)@lVlHjwIjnfEGTe* zf8IKj=2N-{ZDrR@@vKFtP|#IJi|oVQ;Y0j^o0zdfD9hfK?Qy#J#Duc37U8yh-&_#W zY=HBe4(s#wl1LlAh1LTx#-?!9L7Q~Re9#wn>J~HBihw!J2IUxHM}11yd-)wFzJw-* zwDwYVM5>?I=}7Y=4W>XU4Q4}xTPxfzYxBZnqg-O_FC-{?j=x4TJBEMpPaqoN#pyEn zhpo?Y`b)h_7`a^+pka2uhy{7grj_xIiaS{?#KvUU^rTNL``G6?&O>=CwWd-b8 z+aOh9*KGXIMRKl(^Eh@o&sg#$?Hc98qi1KE&Q%IQ^4{sPZ{|+*sQ<>BF3?fovbif`-x%m_%J{yGH0r<5kAo^>YK^>NCDi{ZziJ_!ms zE$6%8VW*%$sY{f4NS~+8uh-zGE9|g4F@(YQOH(ads#qB^AmjAyJob7c!|}otb3Nlb z$rAf3H$}8FO%)fE-G@$9xClGo-LeY1JDINzbYS$3;gHkuxy$!?A%#(qobPsHEBJoSfC<1*7Br|ol>@kYbz4op~c>%7n6EnXvN4T~b%bn*0)jT@+_hTpqT?!SLUwL|>W9$=JCQF{Gm#{BAxaqlKfDUk$3XgHWfNJcqa2as;q90X@i zr|0h@b{pb9I|`VaSzMDs*@|bL=^fB)`iB0Iv)Lwjl$a#A#Src;b@+R1m+UZo=ZtAX zx2a|F<8%?P#H-sdo(t)8PeJgKZ683>sj>7?h@;x2r7UN z=(U_`>0gfyRlsFf&wAw_*;-1L!!VFwX?|iMpl1;0>fvQ|WSyIoe)APwuwN+Qdnzl!S3Wvp>*AYek6#iZl6CnYyQ6*f_s5#vf< ze0~=4XoVDBF~`L!ivI^-LYA;Gdnt@l!}P@9I_Xp;KVb7?M6@H}wOutD1>?EfJlJwp zstwX#$#n6Ol7c#7Yg%{O@W^F|UTx)0GSd^k#&G;e<2`7|6bXtKkdDR^55sYLXg(!b zPe?u|M?hOI93SoukeJySm9i;cW@b;Mq~M4C(M6i8QfcFKe<(ha zr8}zt@ma?0mLI&B5Ea%&Go1)T{jnDeTJ#B3A36+QoJntD>d0zScoym1O!a_2#dMp@ zje~y!el3|9W7%N>swH*24V6vp@O^;vCOY8y9?^ z)bKx{vLlr|8oP_!geY~;z!K=vdkoV_?R|h2ak(h3?FQz0vm7Kf{sDf zo^D36VQh1np5^X!y1=bJQ~W?yZrUNR4cUNC4P-^?^qRIyK6co08G!=;~-{X|Tj zo&U71Ld+MuX#&Z)gmu+dkMb7Q*WUOwia%#VQ;B0CqvQz4E(?kr77}%98+fTU~F(hfuH}a4LCdV|&G8Wqo-IWSM~} z#Lv$^XvoT1_RXJD-#&Cu&*BIX6yRN3)TjkJK5Xf@$PXD(LLWQowmTFsWqp4Zr;f`&VO^z#Jk>QD0u5Y;;4F)dH#sB1S z7z1B?+q4A1Y=(5Y*efa<8&S}8HT(2Ms4BxGQPD-u{(v=2p%7^IY|h2$?6*E6&dj=s z)J&X@;F)ihG5 zmP(LH<40@8>$Fl10Nm+uo3PQ&eMr;*ixElI9O?<+Z z%Hmi=Q>R{@-_aXSXU#CP9Vt>vIu3HK-K3{#hdW5Fmc|@&K*7^f=l3cnBhPLweuThI z1*WoQOkL2HyAqx&Nw2820{4j5BxASZbI*o%S(^gmAYcr+Yxrlhp4E#AcswfMoH3Mn z%7it(QVEO*_f-(z-J^+U!T^K=Q~X%xGD?(pha%m>`~FwH_f|e*oi=4N7e~U4S(cKR%TS}CP9JBn zWRm)C1x3;B9sJSHyU<^c%ZcI~jEf%fvxlmNaks$_xuuvgLfP!{CN=J-+DhwhYk}jJ zsb3e!mD6=kgYP~zUx}bu>8V}Wm5wyJ`#r9Zh~#ydzboMXwt7+?I7!zj=SArfct0Sf z(ycLsArXDM@2nnBmdRN;zt;M3Dm#@GFVHzVqO}BP>v9dxZ~1;3yoT{-m_ID`BF!nY zW+c!_AkNeCdmxPh`B9*+A}6Um*=fe4Qr0~AV*oVvGyKy;5yi-`(Z}FeV2-h+99^ufxfXUBtV@3-aL9R&6 zMq-f`b~WXveSi-5^>sHV$9I>o6+6T!=_*1(H!GFmEvC-G`YVaGx9Cd(x(L|4 zpC;!R|3YO7kv<9--FBZhkyk^gJ92ifDWg{YN9}ZD*rdStjZJ z=YK-BLld(i`{BKmgngfk;~t-L8}nozNYa9FAIKm(sid%af(qZs5U7Mi7w_w_#kUQq z)oqLCg9{=qBlhEW$SG@YRws##SsT9%ubObDI%al|g^ghaPWBtf&E{{obYTpz#?mlZJea7%k7+vl5qWsQ}-*B_^cCgZYiHCFU{*C-rot_l3Zd3opM3Oj& z$w*tRm0OO>Epd^}c2kimv@~mXbyv7(ka$>^T|Ww4XAIqMaM-o$6b?58U+9UB?RW;A zHRJJ)caJV#oEA1l8izRxQi7^U{Y3*bQU!4|sq8{omw=(sqUNLB8yA;wX>tgs_}eiu zQm-yu?bCKrfASBJpW*Mx*>sWPr@M)*A86e4_hmA^UIYC4)%K5OZ%G+nf5PAu46sT@ zR&N30x-`U;)?lCrd>ba4f4XVe(kN&Z%`ZB`yYuMo6k+#-%1}`N#fmWUUG1eC{)X8h@Tk*# zI77=)FLO&RMq|wJI*Bl@Q=J{q_je#+R@r$cVEUbh<5q%H@L)Xr`!HzJ7wQ(1;gSYu zxA9U`NRs|d#Tm6b>}GVeOp^88ouf@>5@I8`gIQbEUZFZ0(7XguFsTfj6hHx8LdIm2sN8fi|&vMYxgK;tZ967tVhU6;0N zo*oZ;;bYBz{2oSe7G``sI^35Jsrdz&pG)Yl9*NrhhU`&45f`h#F|GLS7;gh4Hxod69@nj2*=Se-Sd(?!$8sic&>Frq* zLYx-rR&02hF7-`x7QWp`5yXsn~3@}`Hnw=abneN1f!*6PkJUY5VQ zWt2uN?9($hJh-|yGim+@DTGm}-FI(S7A;>;W!jcCW&0;~(fzRrN8)PMs;S$^g_9C;0)6VgbFs3Yym4c) z;bpY-2Kl0a>}DO(jh-WO68{=MnGqBjRX4HhHZ$bE+%wxPh_=}J%ugZA5Y1LnOD8Wp zk4mxkq>l@2%DSDjj6!izuIFsn?2-p>Aeq6Yst&h|gDaYQA-E7n=(e91QI$_NWoDBO zp7SPWM{Ig(XZ{vg-M%$Iqy9#@q`hKXFU^Y|%D>`=nE^K&c@SdB{IcL`Ls>}k9H$@* z0WUzAF}?M$thYqY2mK)vynzn#zG9bP@#yp^n|aLsn?+Na8{t2$lU?)dIx})3hQn+y zhsy@ndB@SHQLl=ygZej`n7h#eVGz1kbDfQ-YV2%Dbi>(?Qoiiur*&~3=&()wKUOeZ zhi0-;W|u|h3peS|9WRizdQzLF%=Z6!QaLj#Y)W?ii{;PfN(JUh-E@o{kg^L}kc8aa z;B0@#Cf?q@AahXgP4&(!55gzsH7Do7&4~C*5F#?tBu`)-%|*DEEG06X;v;LJsiMDpH6iNwda_k=z(=p91#GRb?fVIv9r zJCD6G(X*gLjG;M;K;;R97v$!RIwmDjQ+jgOUx3yEo^*1TNWalH>r%~Va2~S$8@3QF z;_ZQo&RuDF~V~(PVQLM{q)EJ%~>w<1yY> zJrykC4vR4b?K|5@UaEu;Z9`O%11c-Ea`!(}%T>_eHx-K@o+<7F%1#e(WX;+`!AbJs zMAqh^@c0?u`S%HK*sr1O=*RnRzuR;7t4?-_xZjJ9Z!Fb>pb(QL(#QLua&EwFcVN`b zz{r)tZe6kz|Gm?m?PtBV4xdtRChVb^opX_l2L-ooR6ffihOaYZr{g?$+s@!$UI23e zZX@8w=@j$)<($j-kr+3dl=Bw~3Wu~U0PrL6a+S?z3jT+@Du=iq zKj^U|E-$HrLIi#-2$BCy{Qv(*CRvJYXFBPsv8QG!^5pQ!yOh+Z1rXa&+<2Ls9pKi^ zeNTrea^7-&B#mI%H#-;5)$w8M9)I#|aYTkUwZPO4Z;F#wf=(ZoCt++)8nab|;jj`m zTL`r$U#!90b*#SZn*u`89ynI1)0s%Vjm8PtY&7=T{NkWIFAqE73zv+yPdl_3jlzAH z-JA@Z@hy1FF`N|dt4s~F@1j4upXmT?t~M6vwee)?ThE7WjqO5 zhv2)n(CKPumkvN#_g%2Oxu%0n{Hc0&GL zaY=*8!}Sj1l#40#u+7Wo(9eOR603Dn=#w96XN~EAm@k2#n24Iv5FuPX35>Xmr{`p? z@Cz00nHTLx;6sXHksqK$Z_bN?HPG-?2)}rrWh4}o5NO(AM_YnW^5?uEe8z4{Cj*aV zBkOAMojf*ZgRTm?=WgzXj#;>KouKRJUwbC;Nya^VFYO9GU+0A3J;Fyi`fy=W4@jB| z=N!qJnRXZV#8&}=wNBP99@Gg!=G*<}zISQ@1F_Dxwe@EjG@zhc=c%%=_nru3rLS}) zj)uyj7$dktq@busOi6Q?Xd`w}mEm)gAHUcwj)<7@8cAupnoJlWIlOAW3jX>3vG&z* zQElJbf^;h)A}ys-BBkUYpfm_dm(r5bAq*oTpc2v{FiMGZ_W+87NOun1-8u7~LGM-6 z%e}wv=l#o(IcJ}>*M8QsVy}H>zoMu@dU;Mn$#wVL_GE7dXSQXt?MqO(4)*Y;;*}3t z6CuRIK^ZaKZsY~dR`0VSu&pYzFJ7E8I!J6_U;Cu9Qd3b>jHR&>4j$Bihl$t4jkr^; zPOFz!Iul=SYMI_z4-^eT!w%TU9G+@P2oTgc8fRLrw$L#iywG4@J@)1x}D6xiLbV^A>uVbQF3Uf%{2A>R;pnYxDo z^Yso8o|QBU<>P4kua=Z4vBmo+I;M-W_}ph2;XrHCwhl?}@^;&MaW^&<7Q)iQ zu1ir{8L)Q-gch@73G0dN8-X4}azZo5LJB7RO75cj{=J-k(O@eY2C&t+?0|K1Lk zZm&u8+GxG|MnndoVI!b$G7B{Ddg|5(#hh z2m{SJ)$C_eJ3AFA4;-FvgH(VbL(yJVe|e*w|2$~S<|(D~_FKZ;$|oLPY^;N`I_J9c zu%vgxu5bo<(kTc6sm9o9piELf&#mXt_BMwbKn_8^UeaOO%IJhfD7Q9G&L^>;3q=q| z)x%%P@hm&buQ~#0gLVN#G-w2C*zV(Yu-c{E7GU>H!(Iud@`bl;-deCM%TU9k2H43| zUJT6RZ}15RQx<6txHN3VI>fd3cz{Dt4P2%;<@;l##x9DL;!9p)ZF_h9n?hktc3 za#i;!ez>aLvuIaZ=EUqc6e;(;Y4WG?9;)Owql7L{(ni&Ry*@?G|Gcwh^Hah7wF8zV zZeJg~5AL2;Jcq^k#CnYT6~fn@(q;_Bs+kEpp&>6YLyXxuBl=iRFWW6>6>f>b3{+p2 zmtD;Veivg6*jeZjMCIED8RzdIUX1CirBP4{kq%)NJit&LE-BMR9FD3+86V^?Yu!;$ zjDjV!NeSE>3ypZ0IJhBsNm6&DF@ra*q11lisaENeTTb&B;lqn#hq`0JL~*EgV)ZlG z+a!Kr7nO1526{W*E&{ zO&~XF8(P-X(n7K1a%Dp-;P*&t58|v5z@en026+9P{rB6SmaSi# zBZ@d?_Rqp)+e*eZ1oz_jUryRJZo4lpoQraGq?ML^Y_&9=SB!LNbG|>f+rPH>4oQQ@ zH%t7oN2o$UHD;NtVhTmYpnQz;<%jPM5YyyRvr`{Eo!)Z$RUYi<8SNda=oB?@=eftb z_zCMnI%=m6cOu64TJ6@K7uZgRO-sAXo=<7gi6G0^S4MCxUhHvbE}pq6t*|sv8el!u zDqgz-8(MZSa)}aho+qQn4(iRy1`YrW13%q9d(-*rW805FuOO^IWFERv6bHVSDG1IN z6570aY0d_en7 z%w%BROQQ%E9ohJMEXlrXT924tlx=4`Y}@x^XNrch_QZ9n1T4fGYkkfW8eV3~#J*s)=`;*y?k$-#-a_qNB+G^j89SgfJ^w%Rb&RFEPH5x^WlhA`){4+R zpXGB(f*MD8Z&%ut3@1k2JGnGv@)#EW-5Fp_>H6))oet*4J~*-jXwUqb zv$9tz(B=^DGNZ8jVML|Q;R!in<+-SD^CMchxj`l!kCn!<3C_xrucdv-n`x73GzG$0gVI`-%q6O5ancuvsH1FRR4|edw?O*3! z7k->-XgGZ%bGl4P6fP^`EKYM>Om3^Qe_*OM-W4{(EBWWXRp1mnzG-DHZ}Kvnh0@V= zFUO1%{j?+8y0_ z!hPe0@TJf5&lK$B;GZ>;Tb64V_i4p%2s%Hy8#NoR$!_Y8b) z$huspGUweb$4EM6(WurT>q?gaF0*SSi(ZL`R|>2v`4_nk*`(V@cj_ZWg-p`4-Jc3O zmjs+HUd43H`24y-D#}%SLRX0j}Av}_w(fyZ}kzP zEo)KoR&KUNWX{inM(gB1O#s`D@*~fi+lL4?TDTxYawOuj7FfQsAXm%m4k*S&VV+=V zY{NOZxxJb2a7Gs$L1~X3!}T`{sa{0rooL|#`gY3(fio6cuVn-bvP6<&YMb>{=nAXD zQ|BuUjQM)*Y`-!@9ZagDFOv;sxxU0lDpWmwx8zQDc&Do|)TzI2oA%|wX6hL~-lu6I z8&qZ>9AU+hskns+_`Q$?^qMVdi7GdyW#_Li7RbNOR8EUfGq@=lRafBA#g!6tVa!ZqU=skA_lmwDs-EiVzFBEy*J*M_yZTg@`BVMEGatGY2} zEuMxsFH3C+npND zXn6?Z=TUk!jDJEUz4+rS}&tvG~~Zr~on z`eq9zV)b@6QRQD}pO`FW3g%2#IMCwRH{cep~BWwX$do0DM_L$<;(7Mxf3 zPT%i&i6ySSv(=be=BPJvK`Uw+Iq@9oMf57p`MF#r_{Bn>jybEUDkrjceMM(9*gU0y zf?Q{|%(tfrV{BGnCBxO$mZjvN2)v1r-)hd#+IL?hieGDEG$vRuNeW0(f`cMwaHB_J z$iJEsqT3G9(nJ6|o5aR>z8RFV+vLKR38#Rj0B{*iJQhovkBUG&hRDvMc(aSb{GEqU z!{)V7kd<}#lWNU3y5`YYfv1TCZml&5-(8;co7$7+sy3E+$sg^>N@-MqJFIl~d@sR0 z(URR^Ppow0(tD;AzU|POZTT)n z>CuOfJZBc7)O53z^6qVcz8(|GGzI}PrS-kpL+4T-`k*8S9GIX%O%8K-(DZE-L3C~WhO-4Y;BWG2h5u>41x)42TM}GcY zd<(x?Xro1kk5k#FXU=8v;5n&e=llT2*n&W{o@PJW+2SXx1qwlSL(;;NFH*WSdRC2V z<|-Kb1BS<^DS)gDN6qsT_9$Mi@L##Ur{^6IHoke{EpQuN!sjGH;XQR~btK&MK7;X> zF6ddHRmC7#1V+{dy|71DkO4|E8_7)1C_wnO^%tN_7`xS6-(Tvsi5}71d!dUjv$XCs?`H-GIcn zj?n(LH8{^z&}ygY^ zW+5+6GQ}i~bOatO8E2H#%`ye=fNA^$twfGbB(8IWIT?#AX>JP_ z@U9KNRCJ{oCJT|%4{;?Oq3g9@EhsALH{tFr%@O%q`+rBbs3LU!xmHM9TV#3SWSpk8 zAJ%>6k8+^oz-pIN+iZ&ZOwypqM5abQZs)Rys4B7eMmext?5VWkheb~w?5#cmlN4?E z^j$pFEsT>su!UHI@tsC)t|q2Bl`7P1G-2G>H6G(wmN4$0R%c;e+oJC#Z13tqsD!A&;b&E;BXal9Oe^h)Lr$dg_A(_ij6A^+iqA zp~Ktra(r8bQEUpdZ88^Mjd&{-xzT7CpACBreK^WJq=XmMvk-w4hcLY%K^=t4biwuQ0+Wwd zzAP7xE8JA{usPK6=*i1i$&k$o3mlH5pET04NXr(IfH;>Dy&+l!*gb53#$9Kr1aavK z`|wP@%)JPIp-1ly#+JacuD4b1ZI5d?3k~Y!!vvhcpMzcAi7AgUIW&C@kD+-(uXwO) z?BZ5ya5v3Svq!FEDggZD!MNg!evyX-BeK>z6`c$HS7>3Y+Di8cn2M{fgn$`Y;=vk9 z`wxu%VYYP9=z3wb&4#zDsZ0u@d{g`7YC5A&&v>QAJLyo{!(8fUTEq<_oE{Gf1MRh~ z$st{zsnwrd)qe0)_en8dK6LKP2lUT1z96@fh#DN0E)Y~6({?|=v>z2H4nYAF|lR|&Y&_B(>Z2818p7nqnCH~PYm^_+UJO6#p5H^Ww# z3QedT*g4keu0*_Gl4Cf2X1Qc$`67K=-xqOtioToI7e%dQDo<}6u3UJeVbP;Zr<>^& z&I>P-$a+~8=d9LTzVis!+ei)XUK|LWc7N4K9auR;??pL-35BUeEkCp4IP_*@yqyx`(K)#LbEzs&K!k+?t-D(%voX-UB=({=ORY&Wa-eGi5Oto+(`Co9KY zZ6{6|0o04`6DX>ISlQ5StF9kS{A%TLeRmCBpS8RnZ!g_~lXAJvk{73XF|gvwIE#F^ z6yc2USg*>YV#|{W+&JiI%}??r!h7|h;O1b`=0ljhj5J}Yp(c#4i7S%)+T6O(a*>U?Z5NwtZ0Frp4{&lqVGTmYq@SwE?93b3h13C zd9ppHHMy-=!RZqqO#iU1|7J$oo9nxGrrez3-Z(V0TvFx0L~UcAq>iI+J@Y^Vn{OUx z63hO%f$#`sKzYud*XucHNN^(1tGGIoYg;PF5g6uewb}TkAy9^wJI`)%&n+&9Gs2zC z&P132e>nO|R~Q-EqB(Hz&amA(qH#y1B?RbdK(i#BlMyEpQTE_lq>U3BTmHHeST4N& zxGyJz@%`8y^|f2K<%NbwTOX|We)8()3kvHfHLh2*hAG0_x-!;Q-}D$Reo-_W`e3B| zV6G&sRQZvksoovvgs(s~h{b+Ofr+IMJxK#rDol;`GNqMd|jNKWY3C?Xix$k2A*|1`Dk63FJd zeP5$+MfeKmz$1|&Eu%Xce)m)@@cr_6MVu}|M_*_yZ(}e=3eIb|OnW1xfE`=(OzV`+ z=Ih&9Jh9CesC$^?28Xnpj6f75^S|T* zC4?(ON6PO930pZPgP|Lu*1_dOkGQZv(A&tydikSTa~z zbu&*BUd?^nB-00MIG2R;yP!V=+OKr(hqaqmk@P9=6qF>Fxn`PI6uNCtvK=;!m{Z?~ zZ7-3Xhk)}^wmiUQ4y`y#*&i`XT0JRTsTbWjf^V-^_Ui~TrMOu)EVk7Nx$;*iaETE~ zLGbS_UXI9Z@}?PRXZOx+x)Bk*?dK=0tf$9P0>7|aFg*VzwufPbI-40?4DVp%opd+* zRka&P!PZhS0^^O!htUP9OvqiGmvCqXYY5N{@Uumd(L;O8M8T|V&nY&Z~W_CG7cI)rIhne_yqm% z^ArB2fP6QI!j)9p8m^R@gU8HFEV6+xFQLH5EH<)N(SR2sYUj>11P)va1-^gq8C1P$ z3-&|%5R?Xm=xlK9KpAdvco8n5>u~2u(w-)wGSl;;I?*fr)rjni3-LTn)k)6w$`4Nk z7j+Ay9+#1rVl&Pci)Te1gMX!Kg!h<6{+9P&9Ko;GfebOuGN=$F9o<%wTD7|06ElLf z@3unpmnrrOpF9a_)bO;BdJLYGD@r(4BWcy< z|7rdIP3Mpq9N-+BKxXI*z%C@@=+@8(pQPQkIju*i`{!nn@URtj3cD!~$W5ChodbVY*#Fh+EKm!`*L=DFFl|S+ z)-7NGALITvfY7z0GY|>nr`G2y_yvatcW%UyA4C10gackXL{}wtrxN{!2XKyA5r}NceCFOIQr&q9eq~`d)=4D}!_Cj;s$<2u%uX(zY z4$_@sR2BPEz5wmQXfD~9Ub|my60lEccMuiOsNoAtALCNhArlEx_aATi!$798s3xN% zk^S4JAjM?wIn^242rNd?HALDgri7n~SYnRoWQboL;|nZ;u{cNB@s=`CFl;f#~@0G2Qm+yj=qv@-){U zy>k*9ie_SQ)?25F1KyJKaoqsm*cm7~A(NySwaa^yIJf>R&c9;#53_zvdYP4Nh1~+` zl0dBd3=_wOaT%kDLIl#$qu?BU5BN+{+ zq;IKO)yzrRc=_H{Ci$ZY{fl}2HZ>3>9%JDstPd4dkVK#pCV6LW0?os$#8Lm(k^Zb! z>U(r0UNrnZDCj+7YgJM<9O9$rZiyzhxNRUA)#;9Sa4LprP_@W-weys!A=&Q;r_+ac zx5%%j$GCqnyPn%(hGt#&;(rjW7X!yeKjgtpV45Rzs5N^q3zNjvDA^x=w)$cO>%mCQ zmEZI!ApuR#u2N~vq)xb`Oym8V?*2UEpM?v;K|_rSL|ego#4n}9F!+6O82*=m{$Q## zkpS!;E<97B2B_T<^1S`ydsU!c=!$e1Z~0umIJ?p2!kIdD&W^N;(vVJm=xf89^2=>zY5e#GeF{I z4{BIJfT4yc)BOgl{{cy!pjUW6=x|$+pz9W}kw9vC`AV+pRg@)}G}0AA>|p_8NYM2gLa-if3cl=YW{nlDSn$^TKOXSa9jpxgW>l|4E%S>7eQ_MqFC_ zSDzo}f>sfXi%f4nT z2nm@UV*W3@fdis@%k}n>XO}wWFJ=mfL=lKw-1)1(skPNhC>I9*aCWeY^9<{M1miJC zgP`aRxO&*7SLc5z)L}4ZTaL>_kdY2MH88SDK_=*WOi(XOgnq*12|fS($=B~@ZbNo- zAO&2@Vzid-67-9nF0m-7s<+Uue(lsH`LLeS>b;P`Jm-o)OfhGt_=`S;xxZ3Kp6xxiVUK4_hA65 zWnpEV@r8jjWt2CZKGOU;_RnVg3-pfu3%PLC)FRZ$;Jv`T}Q2%TVAfGcc!BOxB0b!>l ze-P%MKGD%&>Xt19p__$)#vuZdwv@KkLKTc z8{NNsM}l%Odg#(I!d;ZnpXqJr9#7TE1Aez4rjZ^5Xbr~Gl_(We`D1k_H5jxJev1wh>Wn|+H z+ILMBvK_rQ?X3B24?g6H3HV>%tm>&fjmd%y^2YzNs%RJ=&zPoXA&nAvmIzV^3Xe-Ikn4$%?^0JorUh8E zM%O8LdVOo%BH>5naNVVRs-c?eTSkoEQY-gm7jKXjF5}mnMVIP`c}tDQB?rJuf`fxd zBJQWO|GZqDAURwDYJLqMVK1GrgX>nLJGiZ48Z#G+1syB?P%8juca-P3;P&_T0ndS; zOgJo(W+nR7e$Je6o+QV%CXtSu(o)xW09n@hwNhD($0#?jUlcYkV|W`CLZ5k>cmX(? zrH4x7A5Z}_{ISYF1>@HFdiiC>acq-k<-(M|Xn29srtfn^1A~*|5cq9N8E~Lb;;0wu z2km`VG(u!_rot3$oE9BCjl=8wPza8 zm;@lutZ>=K>lFGZK2WU3OCWhl`3zE*jPs1$W_a}Gg9tISV=6s`?uNNxosMg8yTrD9 z=VM6buHo@1P>bnL5o}lbTfz3$0;;OGj(>}jpHmfl=k~J8ww`EARy83{J%rg^R~USo zvgg&%aTDNTYrQ<_w#B3U9+1_BeLx2V*CmB3*nmY@vHA9!{P*whju#&zS~QGz z45%V~Xa5JwN>klEz#MUGTdBOakEz2Gk4Hw_-C#V)TATkNHC+ZP5R`Ur8e0RI05%G| z^qs*YSoF{wT=ctVcB*@yNK4E3%JiK>)x3W&n>_~FVa(kAooRmR56wIR55B%n-fq&H zkxRNb9QC-%IRe2RVd&HRPw@v_9ah2BFTUR3@_IT2rbXP>N?~50i@fbaDCTz@Nny{s(Lou zZTN=(N1u8D1YA8F_`*LlVFGG?$yrQ1v&#PRxKjkVomtr~YL!l z93Ti)0(kXqkQ+;}Sdf1D@E3HeSl>Yb+5%f%23T1h(IPYOM&I*<7Eu4y;X5@>5|E!1 z31~}@w6!v6!}`ON84&KhBi3rykX?q2V`=d<9>W2|k>#3QEm#tH-d2`>ANTxpA-l`5 zfdD0Aa0b~tt+dS7n@r#5Slh_jDB{>Xb`8jl%+$i7e09?Nwwz^F9XWAb7!`5YD@STC z+E%K?i+6!urTj2do=s8)92_B0PrvAejt^63vF(1$rJlEv7WyWV4p*<~I)o6>buW_d zOIDny`1636!TeXh*3I`ZfDWO_eo{9-g#2Wv)%DYMQ@W1cD&ZzkKsbRWGA$3QDgA}n zfTe1!bXO%~E5N#0Jo}+>pz*CO)iLo;p+CN)1eCSjOwcD-lbXF5%lablxU)4UWL9OC z_{FjH@|8uSz7sy+B=NE|rV7i!A9xdUS`Ps@U6L7J^FBa{&&x9PAEdp@;|6#U*ka;0 zB{s=npc40DY?j7>zAdfL7~C9TutipGVFE2CaKPw)s@JAWXrvSRA8>8;x28nvAzP`P*bpMk*@TS zTZdw_6Nx^CQY6|&b=>wgBC{RpBaO`+bB)5{x1qGiYmyjg4;@&B7Kk?&setfXD8llBDP((Mn8XI3xWCeHA{W%T?@SX1s`cx=ych+vt^ws+K z>AuRXv<(G1CS2U$@F?1P<8;7#{Dha9SD>ifGUMHa%EnxNB>ixX0k5D;;&L?{_<7#Y zsDiTjX6Hk4?2LdY8K;#O2Vl2tT826YTC9Vn*WnU(a~bA*EPJm{N(gB1L0j(|u2abh zTxBQ0P(Cf5JCy7%bI3rByN4}?@qUPES>bBBD8VNBIWB!N$s*e`bgER?mniALW`PPe zYQ1=-2{{ZhQVr1%{9xs;H$s^t#~g>L$pzLNryZ?LrnVM6XtMhUT&#zmz)g(dk8X0q z{q;2K-dR*`W_GI+bkgCHyjKU=dcA-+=s~Ld_i2~+D0aY=d@9xFi(rlBqUZC7$s^`P zo$F+nGsjdP;gZmSJWrvaW8jd`UE4z^20u~TSP6<&e>r=d+Zz6bIwWS3%6L{8b zL8FWq)GM)E7H4H03s6hLw_(xLE;4 zT%ywU_kZ62e5eY?oA4u=;$Rl&wWnH~XS0rVE#5Ha(9_(TN*5u#i^C1)4j3v8Scs^ zwA+=!Pql?~-SQ*hCX6^Vvin46{?{B)vO_LnjERmFaq?-FmG}v5E*ivpSob>ZyLEFc z?JmDt*3sJ=%GwwVe11$f@^pyc`a0`j3diNrM>;bJZwBdz9Iq(av{o24Ejc{;NsV+M zeOAmhN|&iMMr;?HjJ~GYHkga4ng_#^l=Z-vMgGj~c3XE`BCEzC7KH3}_w7n&H?#R_ z-Hd)w9(9(8j9AwLt`doiWk{;+p-P}=v!%lx__|`Qvaz%Is9 zt0R)&9u`auVw`QY;0wDQ-thOl`M`>L*$2`>@;Dr~c! z9737DKetiA${gdi5Dyku0AAbaY9;8x{6oL`_84PMv2IrGPIVJl3EW?r{1a#1Oia1v zpZ{i!->(e4LJ~q%zPX0)G7PhTef8Ls{Q21!7|H92)*ZMtH&yAaXye=VE{TZj_ef?c7 zpO2YB;>LX%u5Ng@7>=1Q9Z3jW5F5ORuE2lXAlidf}h9+nCxYp`SD`EQ_s<4 z4LC_isVDfiwCzosw(#5MoG=%Erl;%z^rpy}CgFElWuyX@?iOdMYB#dup-vZ4%n->cU!nb3EP~gdlte7^ zPcJvY`yY!wE+6j0i7G=`Zd@*_S=L#s!CHik6NvzUaoPN=lu-)aVtn z#9I{+0dqm_Cwm+U3J!Z1+{v2XXkD@=wv;im9qWyEpA1(#m{XIPU5Hf(4nVSqddzC= zDtYY2j^5i=gJo3i)D^XWlfSYj(tthW5DH6YXbVCIk;&KjLtPKRT?ej0TjOrf@L=m@ zZWZL3=z*jLrK~XGC6RQ?+uaMn0iv5Xc{X=c;>7_II{Ik7M_?*rVRP42Dn6IqUsnB_ z)f2{r*g>7K?&n2moYT@oaR+l9r!k!mv6s~~klm?1;`_@G0qwjs zS=lscvTn8y3oYNcZMHTB_BXc;$S6e9BM@6;$W7fT=qB?}c%*nwW1`0a@XvC`JAmqB z9h5~q#!QvL#DN9}S#hq@NUd?MUi00K+MbWXPVg@C_4fV>hqq*isfGE`ByLfBYgpIj zyjk7i;R-gK7<~9?*(sgXZS>AkG56qVo1pCCmKOYgHfc+(Q-f@^XO^}Oc*h~ap^aoe zlN1a#Jm_&tLeQK??z#6{N|OPkftYHwx+6P12?(O|mmn{Z?FP1sX_bi4?QR%>-oen) zHn(<;Fn-ZcF~h+}LN#woQjRQ*X3`Y!QmP5Zs@DFP+&D>M0UhEetM>#wM0d&cDj{)| zb_`l%-H%W#g1f4LSg-N-KS`eqJL8Mo)ix*wfqNSit*_RN237muS{#A!`D)BU;$d%^Zw3n) zC9jX(CHI*f4b1Du8K}H0AQkMj)g)fFMmZ|0Xp^n2_ta~^_R*@IYk5Wa#+|nnV9tyy z$gU5E;z^EgP|RE->j1-+QMmTn^}X4@0eL~|Si>y!{?Yt4!)Gc~MPKFIYil%pxuDLNiOI@cpHeO`tN2UWSsZ!_qC)|W@|cT>Fk+1YKT;gO^gFj zncuV0^9GNt`V2BsjsU*^b{}95?DS<}ZTa8}tJ|v_^?^OPvhE0%iKg6ymOy09bZh7M zHiZ&`Ysflqv%<$6%f6pKX3e@b?!)TBxdfy8csE$Jk}_f6loN!bjYHa$F3vo3L3cGP zgP`HmRU8K9o2KM`MEz&ue)0$x?xTXmm%H203>hn%67%v0mqm^kIFBDrWP%vYuvywH z`Y2ky>bNsIZ|&0qFC`fc-yX5$%lc`M%NiqFF^hg@EE<1k`cwO$;iL_->LT%eT>e`zPq-7vBa{am@}W`!~Q$xbV) zco%2KdN}hHZ#|HKi1PHW{HywE<<@Ht1D&Xs z*H%LwEKe+DZYF5v@HJG&>m4w4=+^DI>Ft<|lG0Z4mPf(uRaAGYZfOWx4z_qX>5>y6 z(&FL84`|ty1CgT%f*;#cMX-cG9Sz${ILIVJ0Qum#1BX#jc4E)|=?_NxDKyA-d{JCt z(E*mRQ%&IMc$lc%(EVX5z*)S${;MzeW|sjio)2U#T4%xZWBwAf{bbh6rE9@+s%Z`l z^B?pE9mnsF_J}y@bj75mBLO?q^sm$|V}+~sAyVs*m4UkV`&Qdi$8&)Y4Jj;IR!FL1 z)VSrb)4$Tl)GU@-r$=EQ5s(%sUS{zj`1Adm_&us<*MroSx2bjCK8DGKV#XqRvXDh9 ztyv4~rf;v})!6w-GR3`Q`=EB`r%32n%ybm0LkiH(Ql)pT@E?73!3>g4am(B_(Wkhf zIz!%mWfBe+*a%*rYs|IjDq~iqi5Xl7&vcyJ@>^M=o<(HoldW3E*FPFyd8~y}8h9|p zA^d0(bFA}+4!Ok@*SE#yR(o6)>MZYb`E=iWesxUIok(67(TT$Pw~rsDS{#+Vdcg;R zU2D_u!$wVUcsLU5IlCJyZR&W`;j^Q$cS3S074|XeE!T)qH*_JF$r_DhG~=I zMXiIbu*riQCtIhKxg4Et1;k4^+d5}k7i5QY=}oQ4U7rrR{kC*9oYul zq^k5viH#T;T=v5oakapfM=&_qEhb%x7A8m5RjS_zh`eaOoK4&=sz%mYj3j^&&``+y^-1P!T@ zNbwFo(m5J>!qp(&GXM0MkBL_ECqBrtY6g$3()r!|NN#KNvS#Yj-v&M=r49z;jTv+U zu5WfH2~ow-;k>RX;BlR8n%Mi~TUQ4k2>HDK6JCBy8!Cr}OZ26)ll|?I)Ctv)H6mrh?UM{Jgtz8&Yhg@L$wg^AQJ~ode94Q+myaa`lf&BgE zR{@~Awi|5uQ+G@fZ=Yz4pjd#HI#VsRj%3rv!O#R=AJKamf!An@P&)Bh7xWDbId>FKJ) zC|>M+BM(2^Hjd|n4 z(Gpad;u|(ujcfgX`Hv} z1N6;RlIt?xsOgwt{LncT8So?}vH7D^81f8Llm49UvwQYvDjz?c7dTNB5x8trH(mRJ zW%c5$zBcQW*07%VAe;?O00cL8#8N)3(eK*)3xeEEk^f3Trfg`m4@ z>umXWq$z=guiCy7;Gb_%N(OLX^l0wo(Sk5uZpC}M@-Xooe$-j2%%Ef8;IB$4meU`t zZ)*&9{_bRdUHN_8GrHNkncAm7{ zQnyFM^_<^b>*n?s&t$)PPWi;O1687v9%e#?zdia|Df%k8`it8|K%wWo=E(x=3L<b)@>=i*~dc`p{}M-VaxH14PPas ztfx!kWKO$?&Q&7z*cNCQPJTSo#&etDWP4UV8!2@~J?HEZFH_!X22{4+ zG0*+MvVN@11!ahHX4Z`ovAA_1ZFQ>l74M%bmA~N(GzPd1M%Za@#Un_3Ie%jy(rhY% zZ8C7lC;>mNG%NM_$*4ZpJEN_4UUNN#GS5znBEjQ_z`2AWi|NFb0?DCb3MAaftS-eFJypeN^YL4e!6S#s|v*g zvqipRGa5aM+6_^|>z15Hk~?d~pe^EYU2e!jc4uT$wCCSuX^{gG%5utH)qZe}>nK{% ze!viRqFzWYDCs|}+RXSKu)fL$+JNLV@=Sdx55LH^m7Xm7dtLo;J68=ATd%ooFZLgh z`Ub;e&n0<^fgOPUO>IymDA~s+cfFDhdUQpQo!pZ0Cz?84wj}zhwysc$+P!8T<1MnT zv~QK;W8?p1P9O~cp`lEv->Sve-W^3ys`YrBrZ31P*r{#`yhDF}62$4`A?L-=F!`an9vQc?|6fAUJDHst={qHl6RmH;r?7v257^JIUV2!=gbrY6aS2#^s$Y<-`4lh`JfS~u}#c3;!I$p zYpA}wtYdHjkM_zyT0}SHoE>M~guPqw`d~nu&BR$gmj=YAUrUhAign#azhhXKUA3@Yq8)2SphTy$@#$C zV5H^uka3)Tr9Wp{QM+Oq@mVOO9ie-hit`KJ5esj(Yg3*?aR&6L-17#Y*}5F#CZUq* zgkZ{z`Xq`IaE6Aibtwq$^!_ike;_S3Lmp^*(05s6Y28>EaUZQZy}i}1EqKy%8CXb2 zpP@DtWV!A-D>9kKnSEWDPffl3v&sE#w!OC?mRiM@e^Fd5XyhQrcs*LU!$mpCqBLT( z_GQ7XaPQQHp$eX!lj5?fdYl?NBW%hRZ=h1~DOIg`lP41>inQ<$3HPfQ`2PukKZMEt zjK16S9Phh^fL4&0t(KO8TYLj8;Y32tdN)?8Dh|`%os?oj7%?9zdjSv+!dsD|Kmfm06xV$+(k{>dbpPB$&-dAp zl&_Mi9=-FjaOC!in9=8c)O|wk+lvQjV&TJ~|DG6T_zv)$ys*bJd6M4zDySb3;39o0 zPR_Bfv7rjxTyaU`Ec|CwyDhx0fdL>5)_hStK{`M^RjnvrXn zsRlh{QRp3iX*zL&cC@aNgj}r2wQ+tNB275ff0j}L^Tc{7q>U8F>^HVj&m7SeWC9aQ z-kt;vuod_VFGK7GS|Y4(-uO>YlDb95%y)q;wR-MaUTd`IP-Lv^!`7$&QX-27EM)^X z`Fr@O6c3{CBYKz*B%+^&2dp*Rn~|!2demRYA-GCHdJ#zQCdn1kg^2s(Yp}fVG~-VK zE94wdDv^4?>G%2@SV}+|z$W0Uvo!fk$J#G`aV8sAl^kz*Z8gP7a%z*9L6&#pwZtMgbMm z0uh+|uqV_79za(s$wG&ffiqs_Z|ak(lwxM|F=w{snEhmw#FJbP2ym`ZGwEQQ3ml+s z*DzR!->L)+P>12vT_p{OlNV?;mK|yi1IE99r9te~vM=5^LKf(9gD$2>V{UOV{g%#U zEo_T-)c1DcaTi15Dxg&>q9Xo7LiE4|?k$t$wlGiqvq1OZOq?1G`hb@7?V5W+;h*kI z#}NE;6AA`9fX&`!=~s;q^CS`*XZ%Tc`$6qct9RV`wVxr4dss<;5;6`_OyY-JHU}>e tk}L_@*n`tOxXUuE#*R>P+&mxrXRbP;_cY?@3@HX6@O1TaS?83{1OSME1Gs6+2&V@;S34oaB|0R3$L|BwI1BQXARM7EC+G2}wLLuil2a;*-1z5xmyCR`?; z$4`R1swcy`xyWvc)Iy=GO`zT zXBnHs9*+_hil%_z;FfqvXZPYs%-0rZ;3!$)MQ3a7e35tD_`r%^Z@jkF2oJkWEOts) zJ^pl`$6Hddrn`LC!54&CTOEN($X>BUf+d~!4y>d2qdHhx2eP2C-dx<=FKp;R8FP$A z;Bsk0_T0+LxEeNsXa#jq_TIK@Ads{p@=>&Mj5EAD4w~5lxBZpA`p5;POxf69;GIpZ zJ60?}$|oJO1&inWg(Y~b$OoEDX|dGiBxnQeLBCz3-L%}*M-S>HPPp0iv*s;-9pVlU zyfJRHZ(qupb;Ik4>ocbS*Bd;A=IQE_=WX5$nl-f%y{FzX%=g7Hee#JOR7a;kSUDL(c&76O?Q1L}1FH4|_ zkb};bVVABH0p$M+{>>kq^1wdvzw-(2FQ53=b1<=XWT5}+^Z(=izcJYVQ`ajK zRwcohK5-ARNi^=wu}V!mYi%cdlr{VeFk)`US;rMGp6%+)+cGeq3+Nml|4y(;s$q9; zi+Yh%_f@y2u3R8)u}6KA#?6)hy_t}?fP)iK4i-MiU`|`NGRIt)Uda6yQ>5UPM$d2D zi^6da!q8UOc&}q8BCb6L>CULq&0iF)<)=7lKFqmki~|dl;#!Un`Mko<1X|pNtizPf z;tgSC(iBZ57&C?^;b^J31X5fCC@MsOnHZW`YGI*So>%5WSjjcIci3egGUiXNdDG6S zbKcY6#Ig@Nio@+nFf|5+TTx?=l{lQdWr;bKG7$a|Gg5cFXPuu< zI6iSh_<8>E!->Js+QQhxk>OwP`TGmgU$ygZAVp1e!uB#ELS5=y;`N@B0|kWB+rkJr z!})&4Yp?2O1Zktb+?zIRZMo@ne^(>e*d^3WT7sxCprb+Dlle92iv6c~&Jrqs#UoPa zve1AyM5tbSUJaY^C&?cjV+GVH?B~o~T`G3o=wW8zYm?a!RzrG|6J_C>-!b#WWiXjk#f^D zCpK*O{;}(=iG3SehyVa~F#v$}U%URlJAJ0J>aaST)+Gn*0+Yfh+sha8=HoOfdFE_a zNsAiGKKr8+K~5CTB*IK+Jtk2^Etd#2mT1iZ5F{0rEF_(srgb6;AZ(jC>i)R+ejj_` z>+8si=QVk~Z_MZE9nuwO7HG|$9!pU_wrJ-2%mr{~S4Zz#cH_*Ns#`SEtKVO~*nAzT z>C)@alpP9O@@Vp6^YV64L5);9JRF-*apBeW;m|X#e_S2l>BdLDvhs1~n+(-6tXZ6M zgd_UijW26z=KSK7bAJ;VIYQ}pGgESEt*V^0x9p_eAJ0%j9=TuMJiymUcWsT;PNiiB zcP!&oH}i7L=}nLE{ZJz%#x%!w7~=xN?&kXNyN^!>0{Jedo>}1XCAX}UHM>{xI;yWa z`rXWy5}&*G{R84J13r1g9i-f8d3_!gLVaRh^d7_Bk9bXzcgrNReYf|DG`0QS-9)j zcsg$l`ztfan+|tRCy<9$95Q?5kgh*v-9$=UZ{+Ij+3`EZMC}#yWa~jrD357XRH1DF zrct1ktpM$CK+7+5ZixUTH@R7xqSf<4n<7j@TqBK{0A{k4yP7gPBO^IMWP~0s@iNf&bq?!S2Nx5U zc{Ue%9*rCiPo7UkDkyY2sBOo+UfCL75WkZI?hVXOmXL*hH7lra7v9Y$zIW2-kee7~ zh`iS8@Zs!?$~RQr1B&dQjO;!gGmb=AL%!d>TVLjZ4_%QmNEYK6yKhL(LvFJV>8@1{ zcF8u^eKhr|n4cR;ZJ!nf@*b4TaE&VR> zYXz`duY~p@2K%yaRSc_~h=8#($9X`>HK{XU8AM_*Q zmY~T~aq*Ai=(jWipaPTqg@tMPic6P8($JiXl1hobMD1F{@5hw3QkHb4-)UJWu`SaH zHud}vsXHz?B{Ci{4PKqlYagVNhX+}KDakD#1C;szc^(3q(d&a2{oE7KjeBFafzeUe=Ktr@~MLz|0E)Jk@gim50BT z#x5{P&8K;}l}Hke)`AZYT|&>PB3{< zR09Pb097>qw1d^Q0tu>>2bl?S0Y1M6;K_95@Y+toC_M2g%Hyb}WZ)v@=F~cpekFKY zB~7cli`K{WSDhCEEc;Aq4hccV(*(eo4Ur^ladfT}AIAg`KNr!9Kj`t86yT>`uZdL87`{SvmGv%TW z9p8r5Z?v~S2l$%YGb*qE_QDtYqdqru)qm&hSNVNusE!8AMpR}lC(1v`uwlaT-r~?0z(Tpw>V36Mk`Cl+ zw1YHr3nt0$H9{99Az#X`YW?yRH9McgfoeI{__X&P7xQW9l^gZnGY(J!d> z>W?^}yvjfue2SK*@y1_~9I4eR)q#9*4N|hvRYdd-p^C>2P61rySi_2opy}S>*Ny)g z$&|R-J{HHI`H8jiR5(OGA!un2JR_)krk63#2FJ^7{0Y}j>o495=259`Ba@-$Lh=0tV zV+L^{3}P^AM|wo*k-LSMF<*OsQD#{%KTB!~RSxDp`DcLmuu4|M%p*5=GV~6tGEDG{ zb(hjt*dmvai;a_geZ3*xbRRV|Zz{aq(bUqTb^zSr)gM9g+^|CdP3mYtF;w?&Wpnb6 zL@PXvtf)vWYm0YLMR}@%f403=>Dm^V>djx;l%|T0e^y0ssO*<2UtH=my|U8b*OV@L zEcYxwJRB|SsMMqN;|_iUgTsRqX89U$h|LHW9T&h4AKO~1#F)%3t&-ZOL@sP)WYz%S z#AtLhsDXRsYpzhsL!dW$z}-L1FZWvR%|saLb|3Yw{^L-7NSj48)!p1E5moijmLmocS{Gi5SU6q<#=p{Oct0GvP_*-a~q zZ8#;2s%%X3((ZyR{N}2M+!>NH+kF_;AoLfI0CMn0H|P!_RDB_cJ!mV4*fgp7NFMJE zM+Tg38MGj?5m)+(n8V%X-N-6|0Wp)4btPzQ*G9S!=t`5jEsZZUYQX2c5H+!R}&F~)LTf{_mY*mVWVn*StkE=Fy%Y?cj z)=2R9=it}LY^>}8!RmgfQkwuCw7(wk!%RUgxxvs z!pX~M#ZqOt4}Ch?t<(03C*`OwcF-Te0)AsvXNG}89@C|6-YDWOnY8-llRgQUcq=OM0KEm{&nUr(GFsR!0H8_ zyY8{k1klXCi3r6vEKVwa0IE~-!Q$osP711Um*Ll~&+#^fh zijNB???E@G!BCN&II!}vI0vS=XfoQFll!JWWK3hpS5)W1DJ*Z)wre{%ADHz-rW6wx@FyJM;4dlSHdR@&|lH zoFzf*a9F}3Q(kfv+M83Y3gEQlE7Wd`m`iG{Jr40tqEfID0FP+!yxvgpWb2;XkPQ`C z=m`T_v>JJ4D{Ag;HfDmv%H)pPqTh5pIx>CS+%bM|X8We`Htn|cZNA=*NT+Tnw~hqm zSClDF!^+VG0Yqsa#W97AhX5e?+$#&i&?E@<{(J~1#1Ui)bmuTk{acno_EW(+`@L7j z^RkAo=(tNkB&xWS?bt#3s7i$mAgJHKaScGB(cKlO&S9cNMH+%+`~4}Ix5^E(^5YuH zk?%)W>nZIJmM`j^bo(+&AQD zqV|rQ5z~YOqYc<#!x$4>Z#x#}HPiC??wzZlGuib1nemcPW1=>17AY-Ea-VZb$3f3; ze~2z8t@KHa{Tz`2F1Sz!l(k-)uk$hDLU0ydgA0TEUoFHL&8lYqbh3KQ%wBeRQ)I2X z3I3WNbwm&@-;<1E|2(OSjIdhCzBI!RNKgea-T9t# zVoxj+4Fie{@<2D})FPrh>2;$tYh`8Y>Cv^`7A*{YsNI+lEs0aM!CR2TzvI8o(iwgm zAYHiHe9sEsH`!G=1hXRp8_SfvVPOCR#mWgq=sXG|g=Snb;w0HBb2t)aBd=3 zWO+#qEQ`Iurx_f>-{9$QJ26OHGo%QHTx#V6m&4DAQ6kd`bO}NmWU;^);GpaCrAMt03ZNBgZ$+N{mTaW z;b7wU8KoFFS=ibBhZ*$gs)Br`DW5O=_dY6<#{NnZL>|On1NV9D70m@oWjUa!zL0`% zgK3*3s6QetlgD)rH5AF@Bi9Z)RP#RIM-!Y*{7fi?I1QRXrBH}MGPi}zqlwtO9;)~j zm1)+dKWm=b0v5_~yg%>^L3)!n0?fCkY%v$JKlgT&3)^L*JRqL)gQqE~jd+q@iC~TD zu7@2aj#2Bs=l#KbDXbw-I}u?ObzSZM;g(T{ii;2TA)ot}20g3(V`?FYF^NUXzvPip zq~~km4Pvt|KV?sqeeo?4$4MN4Ln4{PjzUAQ>MI=AToG5%1CYvZAXDjwBI*yrrDQ0! zv;c9_P&dQLK)k%Ofu0zNN?@jXwhdXwv#j7n%xyna+`=8TOlx=2J~){_JXeygQ8`8eG^5oXo5@XgOJqY%+d zGVkfh#0jbQj74-BA00EfD(#5}YlKsokqU_s&)i*~{uE)c1CI})s{B0p%7-1X zk8AP9S92*!yR_Wt=u%@Xen-{q+Akf&$JYTy=cT;lJ#3+W$G1|2C7Q4czUVo&Jld z{;yk{|G}pJhqYc67{=<1)YBt!3lg)p0=Y`Mmw&XHF%uBD>;3kwUGFPX;HGGZ(GjAl zN;sUMpLM~uRy_nn2RFM#AKH@W%fP%pcbL&O@7IoT`w=gqz+;8!5c92Q367O$3~}VA z1jcMoYf_mS(gdET;%WIx>8%a_H1#M#}N1)9`frav7nt94Q>)M z$>4!`r3J!$SKlV(F=UW(oB6Z#d$4~R1)*&d7YGOdz!3SbSpGkS3jb>q{?m~B9W9Kf zp4+anqlSDSEb&6G*ewu?L@3IaAl@;-i6`pIGVsSAsh4(%&e+c8^V?aqXX=iKOGccN zP9%_HT@U3`UC(eGdV5R1oVSm))v;^enyil7JPy{MC65=myN61Fdaq3eVt8>-qGqxKB45@a*P0O=wP}%bRx$ zRm08_4HtoMTrnIK^>wvFZ#zUUtNV51?rR69=^PGz(7Gmy1DiFY)j8(tLgrapoxQ2+ zFGM31vL-ZA8uqKqWBsBs{4eq**$m~qmUWskna5}g`P5%*ZSU68wzOl@Cob}}oJxAn zI5#q3D`;5_)-0w5adw$+nwC?0&Ia!zEmHBc=|!q)$`Kd#*Hk@pju+FicYn@~hK_iB z%czn4qn=Td@J)597;4-Fzq}qhpgjvdeHIHg@6>3A^JE`&Ml;FrMJkOEL@vQf~;fG_|B+#E|{q8#y1$jH{TRLnQ&?Hex@ChBeK6Hri&Kjokp*eZP|gii`_#t(@JUXM|nPPc@n46xM?n`?7=4|rY&}BH+Qwq=q!GC2&d|H z9!qdDDG@Lt+#5sr4}AFP9Qo^X9;E{XGt-+QRvTf1TC7e~^I2OnXEraG{v;V^zr6QO z5wiyue#f8NEJHsP*YZSHecu1`i^|1Ubkw^EGRE3>Y+);B)*<%u{8N_T;V3nkHO&jVgKgdtI}p=R}Z3K`8t}sQ_tAa8gpt7V6TtvXFC+ z%l!;zBAbF6>WUPlK78;GgCTaY3D4DXcO&asWig#Z8{u#Qu_zGqCvg6KM?_LYFiFB& zuuMYqa_f@Zq>#EwcTL?&i0>LwB-=8s8s2mT5oQy2Wy<)1oJuO9Zl@Gz{tBH`vMliy zS{FFjZuhgA zmA!}5FKV30m5<3E-iF+_nf`cE&2*lkn=&sp-`~$)ntihycT>l1)qX4cvS91_xQ25nDw`$%9f!>CE zq8a|6;abP!QZ}*ZYh282Gh=Y<5`o3DDz)6 zWL$0CHj@*zOV45xq;?U0DYaXH0`0)8QE^51+c6mD*2pi2aqKBp3$(JD#urZSgvPJN zv!tuCg~Fp>*$*CXxDH=pY&JSNEpe=d`sHtIE&50no7B~=%m2{-ybrwr6>ee^Ur}k; z#?x9^wEne;|M5JQ;lsoVgy}rcvY?8xRi7^EjIYzsF(HDa-2~t(;X;M zf_auOXpRol=J=th>3Ywqhs&H(v*aFoGofD@1bt<5$^>f#@lMz$pX{YE;@= zr_^iD=-GYj6~#_d?E6o#7B%!w*lUz_GiM7`CU(=BFuf+`n$ z%FB#{<8zoz>j*)u%K=2@x5$%H(L?-@z=I!yPDiv@-(?}WJR8vNX5ST2!yeuJ1@b%q z?ciVuyO^lMkq)TnRM!DGyf~1Nii|>I1VCB_OrG3^Dybf*t`spcI|`d|WF>1sp4zg` zSL8uP1VauGiM<2DXc!R6Smd}?-AoAo3wO@;G~`^bY%P>vmVs{&d?-w}6dkXe>Ue6x z7P?{^wsfM*&Z~Ch5)xSjBet*R+%L3p)NyJ-YKtE6Ux4WXZRU`z35#D@7&?70If97u z^V$qGp!h099ro>4=J&;<93oX38#ZPHm<`hIR3vCn@wPCF?|T8##D8iGc|NYFX;d8=$=I!j(!mgCrjVvM8aZ*NU%2#pngwm)Mf;%$ z7fuNPd{xz#+G<$IXYKjdx)usO;DdZ{#BqpW0IE7TH%cb~&B8P-w|+U~kNt-Q$?~yL zGc*{Rg%u_p^WFG++T(}luWyu6z$by(VW{Z=`Y^{Zfg>Tz0ZuVee~ufxd_~;R zHWLx=Rq{DyY>ekr{Q-W=LayJGm;C4uMEw3Z?gnxDK|u^P9gV03x9=N@d5Rnr z7g!HZKZ$u$CG^;w2Pz*{?|1O;-f4<9=GxAAF}VM(Izn=9AsWGStMR@bcJYpR@$JMGG&W2+l|8g|M3>EOD~0DZ<;2pi&5l zprkPMooVJ~<&{m)6?r!1HY0!Be)Nbz8$`Z<2^q`o)$MX zX~U^3(px`{H_~mO>u5BpeR(;@fdpN}Hr_~aUvKm>*u3oVv46jjn|i6wqi49zuqB~G zE5Mt)4(?2;`|g;Tr+!0DknPNC2dr12NY^gcvfoc4{>U}tXbjX|bWQKDJRi}+-QBEG zRq2_lUSjP?HbU$<)uw*!YdZ<$()5*X(7hB0X4-Hi8p+T#`F6R(k^QsD1a3f8M&Lzz zUzhfD*78PFhSoiAoz7-B*q!^<4*bw#-qsiGt*#q&@ECZnsIF2LC_UN4!u!ceHtlR+ zhuJScp7E(_wfq@1m9M8B1~jv_w>1TakBtox_H|2B=%^BPB8)GF#?dJ z1fvqBr9fT2q467J*N}fP8+DcRA~!r@Xxn+yZ_FZ=yy3oXs>d9eU-aR%kUYVbaoH7O zSyFovhyX)?G~R<(% ziEY#yT6Ohq8WN`_eB$)9N_dUCrG(sD;=Pz199-i|GTfUfMa_vt)w3p97+&i@%XrNr zVYGA+N)l*AeuIO+X(=Vd!c@>B=EY#!5Rx!_y*y1+?6?$QEHqjoVSm>HU7le6HEay} z$>O{PTWbqrhB`3CQfN_Vx6!?*OLOp)zXQ5`cQ>!1B0|UHHPkeEUvgNr^4noZ+bIZfCg{Z&HRIDes2c;K? zNzvklfZ>6P9gY{Qrp1S*`_-XW3jPw3a$4mZZwK~X(BkH<2qhzd-&|jXfUMgwh;Bq@ z!Ozvi9Uvh^M-P4tr01)Lr{rG^Ie31bqIjgA$^?3~u*@7K_f(_3zsrjF&PW$9zy2r* zIFu!uAnTqhbE8-(`?ciAavqS2N?Rb_ zwNjUgvcT~I>uAJUrx?nUXd@^QM{WI%9VCMCx~l{8%};H5ba zwaHpN%ey}+%h^-vBgw=g>!ka~Juwk-<`K%2{Zv3tpoGWQbElyaJ$`E)38r4J?D{ZI z?H2Qn6>0mP*rohJ-mGhr?)p$lK_SU2KxGIn!e7M!KL4~129pO1Hz6+`04~Vk<#iI; zrp)FU=Y0$9DR)ASh;rml8RZ=(2qz#8Op9wpb%zTEi5{`Nz+x?`5_COFxp|t~?Dl%U zo%(3|RD`bxOWM9H>B^`>d9exnHYJEGesggFVNc+UI|iBk0!eOZstO2KKdBWHhssJX zJ{J_O$xj)GZHaNxEdDxrjkNSIec`_p=sX)VL8WwHoT~=LI($3X94yA0zcVRyrW~2K zam=(%eMDw|eEBEpU5N=#sQZ+I5h(wjdRhOX-ZS-ehs;mvy^!AY&s&5|KqTa;WqEbs z-tEt>z5!r1=wkCLn=hW4GAAxt5>Ut~O89*k)vR*vMy?SO6&5&7K6vl^KIK?#s%4jk zW4pMwxrJRpKb6!4t}l1Jy^})CH$iGRsmxr)oUdYh%0b-M*SS+4JM;3soq(F6B5S8U z-CDcP1@!~28Kqh!U5HwTS(ZoBUOru68=9FcS%jlWyA3W}-bI7R`tqDd?U+ZG_5zud zd#kMmg&0WyTd?vwLPZ;asnr|(f=3Ue$zWyIaYDzDO2c&~LDsv0mTC4GYV0 zl7`MqxqqUgEm=q6Xp}qaEyZ7Yki9#?XNKTQ{m%M<`llYGlcupT^I()=XcH%U+)B@OQLP!UG47RNfiS;JPJV}MN+NKZVc&O#w(;9)#faW^FRw!hy-G>a3{(EnO|7fa6Mp{i zB1%Jk_$kq1QL{5|`bL^bC;3uwD-UP(B=>nH(fSXBQ`-wehwDrFFRItob=XY?6Y%I) zyXbPNjZ5pfFD*TpHNo2F*70ZhwYq%zmli8z2o{Upc`G9EIWM|#APj1t_jQy24QVj` zUtdsgdl?Z5E=qO!$|)=s#X#PPHVAg!a(3=auZn|>Ig+GwOC7+{4;lSYgLKpVSr_Q{ zY%A%JgpqEU(|;c_bWvMux_`v5U2sqhrko`H7R~_2mr3M=w9mJM1BU@O2!V#?QE>_) z?XwT!o6y5d?v-Dl8#}FU)EBdQL$d!VvM@bbXdvQRX5{V{_qjKJ1T7~C3i7U+n_l?p z#Rlh7Xf`r`jC9ODPBxD6DgmV-t#KH^9FlQL3l6*cA1|OGo&n+kRf+MML0MP0Y6onC?!I1rMA(tlX#RHex zc|0M%T9kCG-VHxpKV9f`dA%QIWOEj$`KFCOadd`@*yBEP=ACegkV27u1w$<3Ml2x1Qka@bJ94*qry}A+vQR2r^b{|R6vs^M?P02(I49FU=SC{G z>0izNzJl4*Q0yl;E?6{eLLXuuX&KkU4Xbex`a9yiDw)P=2bsL)B>tyWq_v?%Fi+*qvi zW5Bi#mkc*8H-yzYFh|+BVChYmY7hrfYoOMhdBlkx*q7|s9crw{nBUQxJCkTZ7>U}2 z%g)M8!eOr{I!0d3WPzMzP#B)?~# zcwX1lC%l{1wPlRQHr>h`Y^Q9@*#{i26ndz5|7iXhIJlo_szXoL$x9y7*Mvi&$-4Z$ z=ZH!a8-fH9ZwX@P3GPN@&mZ&)8Y$K*Xc>bSyRNe^KIG@-tb$(L`cA`eLa}9q#shg- zgaB^AAZk_|oYM*AccUEW93>EaLa!~OKLDIsL_~~G-J|Pakv~5Tz?8>#ft7~bm9FZK z;=)=4sv{)})HEVV2aSj4ZDMl8T?;n~N*=KxK5wzbwJZBos9(;05W%^oDuf-8FHaZ8 zF?;GG846SNakQT0op%12t(c|ZeU;XUUfAjEIG1g!&`xJ)d}lOZjo9H?FeQ|_yeiCT z{C0Um`(*5#Og2|pzcFM(fiqSq-5M-7b90YVx@ZO{sR);$eUO6Hlage(;*3S%s<~F4 z2+%EU6CUQ-7Nv*oke|Tfh6@4-0f?lA;@^~t9o-Mj#QxgeZvj$eLx+7Ez8p zp7Ah2cwsKURJ5NX9g66_3qmmtEaxWhK*ox&453|NjWlYt1sSkkkGV1UEY!*Mn<_*1 z4EtQd6>rws2W+E&Fjc=Ghr*XXL6)1MKzT4~-8}BNRA?80;2rkz5N!DoSTsX;8SD#i zD-YXV%Sw=x>K<59X}H*6pgI_>Ru3_0>hiClzaP}}I0U$wTH{m>V(SmUsv7-~T}D@r zX8X-;^(*R{LZP_!`Cd~N6KWx`6n=5&t`AScteR=>ek4X(RP4T@PU*`!qsgnFOd50) zkv$bOIJqAq5&+u}M0+r;A_C+)?3QDC-GLYWVSP`6XS-J+8HuG*#wO<@2Q3zhKy~Z~Q|Llog*I}f0xCFiajwbw-C*;py zjloIU`x^~f6tpe7@Aa^zX12PfdI3LP{{!}Ul9b(U*mb-?Bm2GrXy*;KdEK_i`LJc=xm#!~>V3mamMRaklb!VWaK4x~t*5jh`mdo$CY527<-cjW)Q$A zIi#8(*srvN8x3@T{aR%L@y$r&^^z({f-2OwxNu0r|zcj&(>DC~cm z7pgk8yX=TQ4AbABPgqFe^WUQyG4g#PK$m6Y%@BSkAE~QLC{wLixgzP;0P)S_6cZA5 zSS9>X!~8qK_I{XhvTP0^ZFYWdh;B49EOl>g*bcVRs-$sOac!1*nUet_Ud1Lor(U^? zp*ttRIeVzc@%30_2q|tW6zfV%xt{s@rLCb^@&3yY)+n9T@sA$Qg|g1C7<9>&RJK`? z(>0^6tDM8mU?oM)W^(sCWcOb6Wl||u4vTfNF|y!RrOHW09PX_w+?i3!^F&NR;0al1n*9bEQ&U_p7Xv-%2bUBNrI<{Ldt4| znbVlfdsGt(!4?mvvKbrX11lbD3Cn`O&!K*Mu3@hHtkR$N&H4QOQ(xd<*}#^_FynBC za`|Lzt$l`^qN`@>v;7sp&{i83Px z+d}92?GeiD;1cd3$Hn_?O@A>G>}W3oP#?InYH%ubDebTz3i*zVF$4nbA(952`_FZa zz?EX(?uiP>JMHJBWmU4(2@!(S#Jq>i*szIoSOc}kjQYm&7YR^8pt!}!X&t-TW=11re@H8d8Q^l41ZH7fe?V?z_)nD@FE|THHSNn3 z$qLvdf$5$MDjcEtxsifaM(^k_!<;jX7Vp< z^M#yP?eFz<&SN1lW2q~U4ej<}h_7687;62%_Xd8dgNAc4(`T6HBAS_jLIVB`E&x%4 z>c@L`&;_s1?2QuUeWnr*hGyi*R@+PfXp<|LAM#nSBut|D*;a z*ndwA9Dh?oijM6XJL1shms|LNXX(hK(i)Kkf68zX5Dxab5fJn6Q?&dV#kC1rFtAot z&&*6xQnHomb5NhZsA2vLj*aDGGv@Z-yw)lU3`2?K)(Rs_U~$`qP`%~VD?-o=s=dsK&7w+++` zQIdzfj^N9t{cgd3UXkcgK ziVokd*7>Me2k#5uqDRPC#nC}-?8=4N>WQxRh8-^X0M zC+rrlMDa=%Vv(v4z@LBt6GkOU7|96vOFD7-;Re*?>U{P~a=nfW+J@ruELg<|t1cX{ zWaJpCC@sY;<#N(!L8WHb)}TD)gy62ZJg8ACD|HrR0#@Cuz7<0sL>PZWKIc}b251>& z4U}~tk)z|_DCn|AOD|sGflnl+0FUE=0SUkiXb{HiClZv1kjgPWS_sgk`D!v}zp{1) z(Y+=`k|(c7(*-2m;(csUaCc?4<2t=iPdJ2jFCXJum`K+uW@apZxI;rZd)s9>5&cX! zqKkF4GR?wYeE)!s;o(7+nR|+7estW_e+8>?im9L8@NVE#hba(E`M2#^0P25-Ctc z#pc3~R3f8~%n^gzEEv1fsd6~r7;*5GI_(yKK19f}WY3U&J`I`Qq8x%%Rga0$KcR#o zJyI0EaTF_{aJO%?AI+YZtUbB@V`l1>kON=$nNMh8{Cgb#z3*mR{qKDz|FLEyNGQ#f zFc_I-B(w?S@&<_H8`(Uk3%5^3fO=P*+dq@G7xpjNuPsUZr1Pz$dAhvZ#odrPzRPgd zP^X!3ao5R;xuo$l4yUfF?`Y%0^KOYkBGAZ^E~lkBk<5&-73T18yx&Er$w;goo=nW} zprYFr>@yE^@P~<~BYfQA58xJpgc*w4 z*du$?6su*Op_lZ$ICA4s~e4CpiDby*zc%_=1)cXt8Ea%Y^XdB4uq=%x!V=0 zYPMjJ$yM4)4WM-IGDRrNu8R@5bJXU{gf+}|ae<^%#)AMg<4g#2CnsbZ4acE{gARaCUTAHYB~w!JAB8|z4dD*`b7O5q(jFyym2c0vt!3t zq{C`noin6;EE~B&-jn+Y^^-Mtr`0m-cB%>nW~e6E4_A46MbfeQPwJ z2u1Kp_3*$RLgGt0`btEh4NRjz{G%M`kBECty@UeoDj7m_n_8VNN4Qo-1D0p_O*bht zB9_Pr?;YOfaPtp9joYU%~iZz$s4m%M=iuiR(h$}19pN7NDH&9Cu zI+dfv;?7XNqx)u8tommArVl#Lu|neLHgaKh%H@R(2?8q!j{@OI^1T<%9e!}l3<-w( z2O&ow=vNcn2+nTZrkyuMOBmNG6XznhFY(IF@JVKvu?ER7tB)|Exhgevk%clzLl-}c z-D#RP775P3Ek4p$TkRj)9C9(tyOWapY&{Xd;ts||TZFwLZp5AWfind^6vl~6U39cs zd!D}4N^7cf?{sX23@Xnj9r^@<$kU_XvfGcAdO3VPy z|1lhEv$Oh6`icPWq!Zthey;NIyY`PntC?kJDpzWLI6;ef1Xjo~3&KE?808tnABaht zKgUUhXizU?P|}@6Ns$Nx4w%oT-k-*A^DiySh}|*!_(#H@f^v zrBW0~>}~rBHp{9$3nfp=gT@_Bb#EW1xgv1YS! zv{&8K=I0`?EL=~cI9^2}>i~FO_Vmsz*vra|^*_ja%dobhXKysYt!Qy8?ohnAdnpBq zySsY}ghFw5hXMtPyHi{X#oZl>JHe8h_V{`K_c`a>Z}+?_**iPQlFaPAXU(kn%|y#a ze@4U8cFiLDe(!kR$dI4GAUqe3!K-GicqC_CIRv`Utt9eec%U!8sEgB?q)`3{b z+rf#!h7^QwT$_eH;!1CkrL{NFv0CgWlDVruFf*J#%DfmBH4gYLgP zGA&9!uz{R1%l2w#l{r#UE8>gMYy)01^ioQt`B$X0zP>NIKhcg-(X4Cyppu4T=3xux z;&teie^{H$lhDDnI75Hsh1ExYb^iHac%j?8Or5t>wB@mvYTLQeO~*VWgE4#1hhZ>^ zz`@_vKZ1Iz=5;<}AZ~t&Ts)x~p-dkE)n>ek{eGQobavvmUp)MvZv_L@Zm}?lztmc0 zb*Z728YC{84J=HpSnrzOji~#%e2=%*KAA@fbI6ir}4ei+OM7l$&f*$&B-&?m3 zxtwwhc+)xu#B!)sizbiT;{E7+PfWl^k#vam4s}_hG)O@8a#FD{aQPi&O{^MaVzKJL zNy}|@yJGjWhH8_pe%C;uo=Bdd0WIlwljxIRxjw!eIO6l;7deqktE4J2l@~9E0_6C; z7xrwE&rq!$;F*(vaSlK<>X|n=!0+#o#I4}v!<;`Xa0Bpv0*0CZ0<)tc@bB|50!-n* zPuwzCApbc&CHUG4=2lQ;#QJ2dS(xfVT4uS-Zu<=;yZDYN8|7Np>Slkg+{!)%e=Hbm z*+&3Mi8285CFJ8-dax0B($vtGMe)Zjey9q>mk?(S_S;u0Tyj4O)DTgoJkgN0vc0y% ze(qfQcAE;nM7vhgklUotZnlkFt>9~&xq>JhpnM8P(M9hC#4=873qYFZ2?oCrw>hEyd2EE!zrlpO6a#%k+upoL50+r@zO(w|%cnE^101 zH2i*vVl^%QK1Om6o=Tmv_hw}ig%6HGJ6_pXW$j7f-8{9U$)W6xhzs-{=Y~Ae zT{OX8W5>o)pY>;^(|0dJ=9_qnaFkZOFM^DhaOg5g;4qoE1WGm0hShELb$q7L#h_y` zm-0_3cL*u5Ouc*=Fo-JLTTWMjA+g#wH8gNqma!E-iq(@e<5oLTVDek66DGgUB*^8& z2Cy==pN^)!QjfclZ=q}ds8;IgUfH!K5x|fcEtl#bk zo_7iLg5pv*kMH@cY!#V^QIBS8hcy*86n`NIN8UQDwCmZnBz-))^Ux@uT?%!SoLLxD zS+#-!|B+i;B*i$|1?JZN217Yg|5r%y*MB9r*76_I+mB-cggs*=OD(fXP!m+hE(2uX zYt8K7#+_%8#?^>uTXZmf)j8|`uHzdmosXYVE&Fi~2er%#EUUdNVuh;poNuDoeI3j*_NJI>AT60crG*T0lq9zO_& z0g5sO-WiqaNIhz`n^k;l+{({WTa8dEetDhP<7kWA;<&+6Z+qg>`NmSrsG>Bmuzi82 zJQ+UBm^b++)Zf74`O6%6&>ZR<3sK!;qmt`-iM595j;od4z&ra{w0aed1DHlwk-}$d zqBESK!z?jJ`LmhX+JSBH9Z6k>9@@Zl`6`6DRmO{I^wet^-9)2MmQ>Z=%J+3f`m(1T z{aE%%>U7eWC(Go4szv`&_CiGaj}F0)$^s_%y{0bOY;*hnf+`a1YH|4MqdQZTHgWD{1$Jz`Er(cfSaX^<;!xcJZY2X4FN@XBFw|Rbmd&Tg?%C)r|SiO?Hu=-->u1sp_fiTi26PWDHY{6rklehBVAaph2cANek=_18QZCk38+OY9#`bsN@-b2H;p0-IFh6-Xkp~FiN zFq&6P8r8D0+e)vQzQEXD011bqIEBL4T5a3Xw=+*O60A7 zWc+mW28t?J8J0L9;yK_xsAgcp$>ZJwS{D#qkT_BNPzs2w!bUe|uYapDV_M8sx3{jK zcy>%0y}Z*fzlnZpE4zFom{R-~07-fM2LRc$iwIjKY$LLu+llsq6nN~bw2lbOXKxl= zo}+6}pqXV^>R`O5Fy7eqL2GAJ1Vrt9VMHA$fr`~XC%+83hOE4Y0U%4xI^Cb0{&*3v z=%)xhG`Nmdi|(C6KSG1mD18K^fv7<0A@~kT@wh@8G}Ex4nP7i1)9a_1vQCENI^;!u zr$&ZTk&;aDV=1grGu(ierYIk>sD@UteFXkMApan1VVfo9czuNm_XJ(3v@vvQrL>Kfa!3mC!Snx={YII87qIEio=f%4RSiP0YDr__Io93oT{m2;eJ*b`M6(d?A zQ94jrG8WwEAUAJD-?eY^L6yjC!wiXD`r)+wm)MQ&G@L2!2C$1X9H=4SSr%_ExhFrb zYY0b&d>XAA^gZJ^5&G&fN9ns0W}0qHbhuwCLLXJmM~?0WktmT7p)cOASF(Hx`k81u%i!|t;kzxQPsgr#vd+Uik_Z90(LNiN7BONp)T~?F-a;dGH zFv^bE)|%5;<|8MqmTVaY$tV6KtJtft)^QwQ(3{D00`h zs09V2g|>Z15a}4n+GWc^!(XmGM2Xz7iHy`3j^(!&ad_=8uU{V1C?8v`%}&V)Zoe#2 z_Zdt#_9|WaSg3JAn*N8_BYz0lW;*S)V zx0D3+tzKkvt60nqs9s<5LR%UMU$*ciHL2j?B7r})>f#6FG1{f1 zXxWXi&s`R|=gR0BMSeHcaZ?}M!Z3rceS46jvhi8+2NOGY&a;no0b@(EN2(9s*>Sj+ z&GOGN=S-jLWG;@p8i#(>K*{MrM%1ogMpylv?N_fkZ>5&GjBn-=TfnI5>jeU&tlKG|gU|#{k64+fE!+!A-3)Ab=^njYJv)WVBf&;ZO(huKK z1QjMF+&QStav>sb9{oBpro!e3|U|Mgt>izfMB#s!;vBPx8DNk0g4sQ-sMLfOR4 z-NN-h1iJszNB=fS^vx>U!qR0RZusSSy{?O;6ADjE8e04!`L!&8LR@>B(pE`UP0{Z$ zB1ICz#G2}BbXUU7-nK)%m@lT^<>xsMS@a<_Ow_}lupAq3Yh&Y)Y_wxa73NMnXlWDO zdA`02ou(Xq%{xnu?h5jg@5GOu!F_3Ex@6y!euW8U&A@;vp(@MOs+woD5-DzmuRmo2 zcUidwn1Hw6dY-O$wv1|(4ZQFvls$;wKa$d<9SH?VE;-+An1W!z>bG8fY@Ny! z71N?C?x)0CIB$3wap@Ow1)EQMkxA=N=O*T8y@BQYN_zT_R+&g;wSpX_N8$I&8m9L} zlM(elr)w)0`r553?t2%FpqCxQO%@QhCA5JTajFg5?xyU))&m8qnQV*94(qco%8VUV zuQZr9QjB6zX8}fsST#-tSD@D6~Sw=K&?zjFk zoL)5d&dd5P13TYapX2#ce<5l)fxSO~*Cv0eztV5Z(Dx?OyKNf~WTlc--P&y4r$Usb+ee zdqcUevWZm(JW8H8D!AgfIk~%&+3}?vn+b064|t}klGH6&*!%s4XIe?`RpJF0KNN8# z*Zh1qQOlIc>bHnrCCca1Hbf~RDqKMVEkNgqBeVo_1IZ=0SfP)c)o~l z6+?YbG>!eVn(3ptG3ska@XH>ZCc;Ye#x(F`-V22K{e!&V2^0@;XmCb^45=?~$mMAp zD~RxuKTS47Q=}}6BNoAi6CdRSFaG?T4eficQ;WHd!LIDEqs~1>ICvSiDg_bLA)b7U ziT?JGmvF>NiFQ0rn-vqqS4Wh}Pc*&Av?)taE<TF3auW7=i_Ej|5~_9B(?NwO6ERX z{}z%>{ZaV+dztP0(T2Kyiko7WmpZD)>gbDoje*3}8=ffl!1PT<>D*sy46nXO*O)4} z{Mb8AZ3x*i!6rRX?4wgEQzpT;LW%Ag=3ET9l03!k!Yh5E-Ywx7kBMsEFrAR-z08`x77%R7Oz zN_79#n+{rV_zAewYJu<>foiLB_u#DUY&#MA)Yhp8aQ0J6Eh>uT%*{J^$EA z;-N|=^EuLtk_0V`A@VK!I2vB6E~*DgIE`3Tc6!tnQv9GQM&G`Si#l}7Tb=Nb3~$lk z6-zY=Tbjs z%5l3UUwlM6Wg?|0E`B2teEo7t-C8A2r2m8|PBzs-bv1xu5Xvnjnq1*#B6yDH4Jpoj4 zZ)o`Z25=Ccx2|s#!W*8Ewx0%QWqXlr+#t38yumzwfaTb2CpTULR&r3sekSx{9_Smk+?;D^mjt$uXAUS&PKq zYN-b128|fU4vl269PIj_RFA|D{B>71gRN5xTtV#>$?Yck{?n=|V#r}Nj&YG_xI#p;hp2-= zN!Gk9BpUaA7#4Yr&TIf5~8q8bxfeA`3{w@~vLQ4q% zqTa&Y!*sEVd}HrQZgYjV!|_F*_+*GG^^I3tB5(&#wWOW>3WT$B@M-7>cOTPLka3sq z=4BMa&^pD=pZ8t>0hygoHtX-=I-7bE5KS8=_o-5L3JD5m%l=%7fL?S-cukd+T{FA4BX;dyoJqR=nrQR_AD$)jg zf0y(P>t>Ao=AFXFrfD+1)I&o2=TO~eaxJL)({blNbe8|mE!uxm+5Y$BCiV!EiJHb0@R+u1?Nw9PZX0 z4yKMKHumhc&K6eC1?UC%e?0p*8@RKjm*7UD)fNVhr10t^fHI{wwg` zdi)CaFSUVyukinJ42Xl(20%{$Z{AxwxjVU8J2}7NW`7NMBdMT_@TYfJ`Fl+F_YixA zJZdo(P>b+805$CxEa?yJ0^pzk;$Y(dsR3{}KzJM=v=5d6697a6{w;r-!FE76cmzZw zWE501bXbK3Yycb(9v%(>9ue`+FhD=p_W%SOL|iIP2_!sK6J%($>*6GqO^(S-w}3l0GR9s&6e zT|hXmKZN5TAX0H6;Yz3?o4DXnbA3j6DH)$v(~U~Qt#*!Y>N<%=K+Cg9ckzd`zm)y= z2n+oGMA^R*_HT481Ec_Oe+xVu96TaCJUk*2BCH^xApI#QXefUR+CLYJzXkJ8!TQ$% zg>?di^?`tZfDC(Lqobl@|BnlF6?R!-Lze&;us@@M!-2;Ehyk9T@*@}lf462L#JjNe zRapbcPkQRC@!c=#SV6S!CeOTdGQps`PsGbCPrG9f-^yX1JORKco)N0S`PEJP~kR8byXwERmkKz;G`T+HE3{teo{V~+AsA) zo!~?Gt_W3EPu`e(H!~(b#?kOa+r~{&q)i3*Clnw*1CO#(+v4Lti4iIwr=1}4^K(is z_SX_xB>gH_$MvaZhZ!t8jn7{@;BXl0!Qn3c=k4;tHgx?Xd-lh#WbiEHiCIP8zgFlb zJ`;YiZ4}yx3z_mo+$ODXaKNF^4D|7&9=eomv5evvofJiK6(5&G^&j@avSA-=SJfAL zqS=Q8wuV9wa?cC?Blm7unm;Lc3PrGllE7nXY0d!2v6i@FyOV;z5i{q{&&R($71^qx zR`T5A3s1n^*9?80OqT<;FfVM=yaG7We<-g^W6oGC_?92Rg7^MkPw>B-=zn^Jhfcsw zekZ%wMqVeju+v7iSNC?0E~KDfkT>}$VbH>hxAf;QEtS&!TkfbVye#wi{XFpW1uRky zfZA9G1q5Y|UsP571dBE@f3X{|VK`c?T$9^RKMQO2MPl~WP5QRtP-?sM?V*$VK`p;C zTMQ90(Mj~gyZr*MPq#C?!NG9wZF|VpCnny={8Uca%^Z46V(0CkIJpM@<0k@eCglKS z$dXFmoBF*etqbv*fI#DQL4o;KA57IRw#x0<;-$SOW7s(VEqw%yL$c$-C4FBT** zF%YxIHfH?xXlrt_>*>4%20>c&K?nCNc~#7jeIJW5tqKnw*y{20SJ`fQMMhd><9pqz z18}tKxaBz~09e&!l;?5aBZyyp)#E*k(7t)R0{Uh72b3)uqHm8h(>5pw#!*3rFw7?^ zR!ryqvLY1FnM(Pj{GVD)-uT?I9KGjD+#Kv}K2aMGL;KC*Kq731UEPFILWAsqUI*X? z^tsc*`IO;+vAQPetFS_OhL(ItbkG*X(T5gSPQL8Myn`j=YWd!-v~4pIMm0stS);Yg zdeRX3-npI9Oa*oq1`V1t`eiDvNW58h$-?aHJySZII;Pb9JjoEyj{XwefimQ}FBk|! zOahA2AOP#gJ_nsBIBamh>7*@<_kJ`-qLY>)PeRe49_uH12X`tYXP@O!Y0<8-EuGDl z!$xJ9C}hSpMqV?I-o$WT#1JWLM7wSkWj)T$U9BQuPZ0`qlbbDE5N&`ji|ool`tmxo zH^bayTU(ng37(Vs_`@5O)>6;U6PU>O#oxdni3wc!Yc{TVWrcSJ4qxS^$m(3NF)l}a zPE|@OUx6bBsphzy3Xy$J)aeG^32r#-C4qwm%_k6gPU%;=y9&ONlx?YKo;iu71Oh4 z+fb64M9s4Y?i$!_^yLVRF+YGh2Zlv6+&h#BA^L3PMWrErs2~i~Uj~o&D)TS0^0L@1 z|7d#(vx?rmyb64jV6dizbBW3@A_4ev_@fLlid|D_@kYL&wln3JHIutXMVOEq1?i)LMV4TecsrtvI28&*!O!DHJypXSDj`$&T)KU0>Q3Tj zMA0#r2Lmfqv~Y?W3BV%*|DU;+oqhYaiKm^w)LhaI^52*GQhpUW-E?Kbt_Au7BFG-9tKJV%ZfJKCMQ61EOpU-tH}AC2K=wC1-B0a4Ew9$dk6WkzY+g0WWjq!eV}%uNn_ z{b7gvbvch+1lEf;?xc{j(KiBvrY`IF2fY0U9f0$u(6gc$_cGc*yX+3jSu|3sRXTC_ zC@3J>GkHWW0kS!*l(BZMDuW+h0-byygrGS<0aW9NP{4v1Y@V8|*6O3cm=vZd|M3%C zrscH2YEsjt?U{mEF_vxkH=6p=M&hzIjqZihRhk}NoMTZ=I zE(E_)ev&Zpi)xcO$O^+xb+V4D8#OxnCS8JixMrOk=GzyahPQ<2l=!n1dM-R0&a6)R z{jr+V+b&{)HbrpPhO7naZ28>+rw3bT^;|wb)?P%%bl0M@7;nD<$oLPy9`utuP{87N z&s?gP5S?u2N*mcWe_i~LnxNKZ*0hWh-nbA#%xj&rYuLX6J?=gdEgCKO|LVYsRBgzZ zQXn|BP}sI!=@(g<8hF%(gD*hRkC8xXKNYEWPTFSh`gOIKGx%jbN3=m+b|hidq4nvl z9qeWiMV$0tquAD-qpA&NYan&KLXP%btW5ZzUmKuA>*#&m-8}$fV$U&H1`3dJ%!S=? zpoiIw&IV$7N?-^BDQ`Ixu<=%)3O{9hGi;TXf4&XKT?04Fd= zw;7=w#bftVP0LBTs;=gCu?c53FD&_G{&C9ba#^k`=sylH1L`>e%l*3n&!Y#TH#9x% z{QS0%!6byv#Zga>TFyIJCkPKNKj|YkBo&9Z6h4$@Ro9!AuLfRXiZ)m2JuCGtgA-xu z3Gp5jP|f!iO0{#At%FvfSmpc5kI|5+y*JK=8fm4;k*^5#6K8G& zc*)li&q=nt_d~aWVIX=*hE!jEW>kb=_NhN`89Pmex6Z}t6B-PsUn@u=DEA`&HIaqYR{yL3DwOMSF50CQ*nF3m8%IY-VWt z6cY1gbS&LK0W>os-Vqhvja$jtO%uPV&y9L$Tlu-cN9rxCKDaAGi~5XAxg1pQ)+FNx z$pM1}-VEAckBw--{dbKQ_77iMn?EJeJ=Km=r=p>SFp3(bzPX|AFpty&UlmKxK?(~O zZGrpp2}@WhGFpRYSmV*9?=X!RNITwRx))q943w}di3OjSL^%OpEH(FV8=oQIY8zvv z67M`;3Z?dH7Pl6aicd#<2r)uKS3`nR|0agJ6D6V{ZeLcDaiz{#1^T3Ur~@tG59( zQI42OT(aBQh7$HYH_gR9R%Ud_o$o<84Bo zG+Cv9C47#Eca;U$$<4zvHNj}Z;G1T=K5#+>!%)BA+`|?ev8;B%SG-B?YV`7VS)o3) z!8aG${P*W!wUzP=i3up%#cxeJ=FZ{zZMIZi+8ojE#VxEM4Dhk_HzViVC-6HBv}bLj zlyvKyL9DM`%hgLnK0%^xbQ$wI^dF32dLDf2#Y5=1=l3shB(G7`K5SHz;RIqe@8z|f z8|Lnjj<7_goxZhXn_69Y`&nU3+O@6dIEK_w?%kINuRdic;5^v2hkjv?s-Y%}ycZd{ zlDRT34_uh`bE#>0bFsl8W9`lS=$Lfy%xM>y!`-;<(bpxVwZ^LJH)XUtXQT(6>Vx^u zneJglxEv9@DdMEN4zjW%-0)fPIh@nQ0!Kl53g;~E!tHU_bz6hoTWC|(?f0E+zUk;I z_E~DMf8C5Fi<;*k>|Ku?d5sHh9h0x_i!YWgrj5dI{2g_bYfstEm)g}yNUeux;3_~e zr9iT|6T)%b=Yv0sR{EKs9}%dwh|CagU;_pC`BUzhZ$Gb(#+=={Pn?}{oH;hM?KRJQ zv$3S!`ND;ZLdCa%_{xDibY$vBX7?IV<9SM~Lm}O8^COQEw&yDgtz!7tb279GhI6ce z#*VhO(7wj=ZWk5>@|L<72{bZ?D1lei`mWCCZqoudl%XKfCHZv-E?89wk2zWp4nXsn znBf)t^GV;uDaJ2176FLS-kZkk8Iahe=+`S6$obR3-~G`Z%UNhA@u>sb$#J_fe$u4G zt`cWMgp;87XpciKeQ)5)ucoiR?pL~(R%YuIYPi1YjgLiKWC+QYedT zo9NIEt4!*?ljDl-_6lNjbShenfDnjTrh0xe{tX5REf;!uZS)Vt0)dz)<2`(S_jfmzG5J9#-ge4jckITb|2;Y zdwJ~So~z4w-<%-|+iQg6e&2{GxT|)r`W0l}LNlHTfsi~ignFB3^$gUOF}65aIac_G zZatX|a-hfLkbIzmLB@s+4ileM7RO)M7@ey`+x6)hCT<=%VBTr8wuA`DqcnrKT(?II zYAs0FVn~D5I{pMz0f^u_QyoaoRL^g#EUK)V?g%nMvbps2Mr$n!Qn*`)kPysqa%5Q^ z0MALnT3aflPe|wM;l6s`6-sTJ96r)Dr#jwUp6*3+*E4Q@z|1Zi+3KLoA>b@M6ksT- zJbmbFzI%fl`P*z)5G~x2dvds~+VgmU~^1h>&nCHk$)<8&=P zG;Pw#<9IA_dCR+FT&@ybF#95Q88m)d2(zDr)*&K>9vFtqIJQ*}?zu$x#W+6!2e$fEqZSh}WQii$k$Z%0?(4 z_e2Q_K=SH*`q&7W90ZNugEmy2Mj-`(u&;1nbEDQhS<`G0wVVf#ckDF7!n)mKf}q6Hop zJ`CUd?TXbF3P=n8GyFg`5y$-nHU%xg-2vyqb{0&MO(cQa*Nn6iRe?lQmk{D zg#yysUxU3XwI>xma$JgxKwee_f%ZFK=jQVjD4O!T(3cbn5V_%a!peNI8*LZZ77O)f zoda!BO!!Ka=-Y}asqAE~D)Qkl!Fw9a81LZk?~z4CTyucsPCEA=)nFG!_8AmFQKG>D zqhj!`rg_5X^2Beb2?{{d>h8Q+ht=r1?;MB)t98790&*TwA;`ZVyy_5~N2hzpOy{}P zCn#X>`+q*YzOZ?DfBSJkH}vVz$dwJIq9vXS`8FXzwrKA1Qywg%2R%%hEmS0hVpu*- zJH+;(o+TmbIkySm@$P0o@ z`R4vyy{aT(ebCmifwxP;%HFU$Y#;BE-8H$E|z7$knV4pxNC$zLrCpn!k`tsw7| zDKT7S2fKn{{^iX?^(z0B1hiwRgh*?)>+osKV@YeX(nd8PGYd;=QF& zi0;W+&XQsA_tkaXq0-8PBQGLf>~|ZDL3Cj|5E|qRrze)!mvYv(b%zgyCv}Wk0d@)8 zLpYHEAxh%#=25N%0jTgikfKL_nujTfQ`ZAaf5xw(s*N9Z$49hkdWZ@%8GO;R;hMyn z@PR0=Vpt|EaCsbSUdz1-Hst~yyA0U%Qap^SpIe39ybxJavJ0~})X&uY&N zAS(m8ZLHAHsOt*Vic?>@!u3||LF;)g!#c!dGs((A?X=q{7Ap}U%Awx#=`Edo2==oR z6o8ltda~^_-ek2T@g|zgI^OPRJX{}lyPxl4Z6j6T$)V2Xo4Kv+n2hi{DTS$$g|qEW z8`Gb~bHZgf-rdxwuB%UZ zG5@Hmmrmmb$rN?XM~2V6jrQl`=vj}L$4t4UK%F~fx3rKifQ+>$pYEff3!8i}zZ?~Z zPjE5%AyyaK`vbJ8)g6oJP1(;SMPFu`sNl>tY@MK#p5sPRGjNi5o6?04^*Q1Syp9v9 z?X6Z!yUu&pDI06lb4<^+bvR#vOmw+)+gMTT&{@$&0lXmHiurLqx80i&d>d)^k%M|> zGn}T~gPzklmZgn{l1U4t6yVUEme3~dhzB7VxPk;T!c;0#&^<{#6ksFYK&k}0kR#T9 zowAkF%}R--Oi9!6bGFi^A-vcm1>AJwZ{R%1wn#6nkxegVOSbt%ha6*IA^{ErG1t=Z z*L&|pF&lAtZ6z-q*4LV}rYG*)+UN1*aDVrBDzJQNI%r+E9S7TyPB{D0QK&pitH3x8 zlP|qm>!67ON(jcE_gWzgv2Q(p*-(ZYC-B?XRpX@r3dU?14D-(=P zWz}c!`4(P1kc_lG7x0uV%S~58C>DO%y#nUj6*6{Vi?iJ7n|;35O4fUl;Hy($>kPgI z&&e=<(Cv6FizVVSUIDYwP-mMtVo`rDlbxbCe4~1YvVC=Sz!{U&IlF@V^Z*46!wk;Y zM-Vv_ASQOH0!FUa_Mft&FR^hb1|$7qcPffm5L_$8wxA<)L)SmK4-@U%pa`AWxWHPZ ze!c9?Ef*tlsqk5hw9sLS|LLQL*$4%gBCtcSZpINNPw~M1O3H-Czl#l|So6o`-l8PH zLdN9r-{Ff7ivVuBs`7kgI6{RL@{Ftrbu*+e^YA3kNGo?WkD@Lz&bjRikQMVk%qzE4 z&F0K$Wo#Wvw8mE6Hc5Z{V#q)HHBG;JGn$VnFbOl&zVhWZOS7&O8K$5!^9DF}%WYZ; zwvO6$FLqDRq3RUcsyMdOq68qqfaX$&xq2rmHNf z!lb6r2rz_9cmgqvt8zE<2w9+Vu$S5108!RHL*q-{pu(rlFh9qtD}UsPHEMA9mV)~W zMPeR1`R#-yjrh5n)f7HS@?_;!Bn$mywV$Y6v>sLYJlSweygw|jq?_%~vl~N4Rnzt; z#0PV6?u|soF@;`N#WpzTDR)ktmD{ruZ0#MQnnp0zo?glaYiMZECddQO9`1LV8zK#A zgWKEMYD}z%$u$+WwC}L)fNad70yvM8OiR#2NoN9484kx zmE+yNHLBCd$tZad8tp4(=NJ>iw$UQ*FcaeGLdKc@&01Gd6&o??ny8D+H4*k#;f07q z-X(F#|WIv`%U76%h0!C+AwbE_*c2hi_hpIaxN!}MaXj{~1~rREn-v(gnQkSlpe z8jiDx!I6+gWz-M`-u!-QB6119{Cj znRW!k+aZC}SX-EO2N74C(MBpq(w-aBFabYT4x7TZg#sfOzry|Vh6SB@e)?V9-k;~a z(0UTax($Kc!WOCm2cUrMhU+v;f__sb*#;q<`}+m(=yJ?Ck>F*ort6;GqLF*j$q0W}2@Q zPvT=XT4>NzYO3a|fZk`lVz^IC7TYSwE4*uo-+gl4#*+37{*2G}{q|YgBq>Jjhl^zk zJq^-)qpoO~lhU0CYiRg+dIU%dmdbhZVYw;Swe!njs$`JO;JC{)q;1%MGM(Wrc3&SU zwNm1nwWkXYo`EvA0oNc}j0U@64eRcEGw(O7sDKSJjrj{_@m=?_rX{if3`)KM05Cmt z9ocoC3@Z~Et|pm@Z%MA=UHJz!r+gs}E|oLNvDm-+=J^Y2$xT?Zm-Ntw z(M`7~v%Td3jdtDAQKVGQE&@OhvXHtn4OeWtzeLWnb0;r{8GHXH?>iyNf8W>U)+{S< z>a>d%V-FLk+y`51JNB1?%+s)3z0YCOVkA{+QyviB>ApNeXmsIx{9;m*m3Vnd%=3xZ z6U&KWU)jr#w_2_GmrI+lOi$GJj087VmQI{OPn_l1gTJL81=T?p7lPk_3*ST{<1KJ`EQC0CPbe0y=~DQX4xS z;Ij-6bNw1uQ!vK7uEz}aSIq?3OZjLtLQg6SOKM>Uhp!3#2PVIyHqcXM8glUtcbocs z+)x9yAqLxFvS}i{`0Qe9dEEnC4(`uy_f-{D6>gr1MXS#DmbKW(?!I&}WNguSn^^_# zn_k){Av&YutrsJ|(qwpI`o#eO!R(zuC;+_si5!2lhFgzYDaP)*BBYm%15!~h?F zDy(_iQp8vDZRK}3N8EJL#G}`Vz!04)7nh*9pWW8_GQoUbjki&+>!EINMStpT&g4tY zs+T!Vi^Wv!0~r!cj}IS>X6nw%&wEq|Fm+7l=_PCqPTq&0!GEK1txo*9q1y(Js z9HeHCXhS>Fv~7%ic(;0(`h4>Sz6GvR_-p2-yUcdRx@sC%BPBCh&0~S%vG0#@f4k%h zZm`Yidv8OQu#?a=ehlJawgJuoz_WE~XtR*wSpMXhoxcQyVE?Lt#9`wP*blgaiTJ8P ztT`;`>_4(p`bdycH_(?w)~M$l-P^hoKIr+xH<|+wErth1YfO<)y3}W$J7MRA|CL=1 z+Bos_4c0R$qOXP1g?b;soMsC3RF6>&t&1FMO84&NmUviUS`I*UIWZQdaCW@h_wnGx z675_|O%zLSex8nT(V1O-7yX=eYhCr-8VbNDm_FT|7FPD)-Fcl7!o+%8et8ODKYj{` z%F1;byanAddQjFGed&JXyA%pZRWXWAT_^CB_*4W1SXP8&+E;Xb>bK7O#!jr@tf2YE zEvgc@gArhNvwzEReiw4XvDn+wg5uiGSCi;y#92Hpx~$B}Kb%D(WXU4KE2-!)g?6iX`i zpt6Puu^|FnbnaiTj_Ypy^tLc%l&vc*`1IRqa^bOjBrF?kEVXv8R!{VB|2G7ykVrK7 z-X98hu?U$YpQ|f&8jTQdUaQ*69&c$TH3%5qXN!v2Dgz_!F3C2}@|;xc5qh?+5Es3t zC4*CN2AD;W8DCc^INKY}&aaFi_tzR-ZayD8D*=Lrej5o@^+EwLDQ<_9i-v;1ui9GL zb9kG>D=B!>g3wsxqZ`cNPd|SiA80iN3UMLS+tpw0*wXD^J}x6=y+}ZM@BvjcVse5W=bU3vi+#!W4c|WdFO8L<9c#W}d6le;DaxfLmIVTL8k?K6YrpIf0o0WY#mDSK=;d$IuX zSu`YTlEqi-7tWI3Sg8rDytJ|g&nrxPJKv9Z;;T8t9=rtxz{J&^~EpvG~^oe>dFn-5Oqd z@~QAbGEJ=luG-+Z$BRLXP3>LTJ)r=5+&2Vzl>0(CCLB9r($-aDi5E)Ub;7r)qQrKY z`4(60Um`wvDy2~E;9{5mW|BzUeLCj6!qE-d5(_vjjyCFTGB;G&xv#P!mZF=~rd{z$ z@M2P>>c00^Pbd_xJ%9q<2=^Eb`K?z}E90q}al}X3bb8ZXM)-#A;Tj*)R34LgbXP8S z&%OUW-x`zah}Q3bAEk)8A}$XgW~h4i<7ivp`WIJ^fCsvscSWT`(Az}%1w#Q`4pzaD zpqjuJZI2w){eD%O0~{50?C+G&rLy+RX*xj_K0X6DlM%|W1<}1&Ip%)m+EzVKq7XC8 zPh$Uooe#smRD$}}2+!vu>x(C!bc*#3JrTczuq0uAPK@gnLAfE~ozNNLz=YEf9CB{RbL`uP2RCsr@SJs<0%sZ%1}tG6bctVYt{Q5DPZ>~QxLAhSffD!r zS?*OIKp`nnR4KiEnpAI{TdvGej;Lf|NobyDiIAh1m+;gt38)Zb=4zt&h|gk-xn!e0K=cN27oqkrUeGiG56s+ zEBx(ZLmwPU2kMUI+Ny~Z;Ax}?Q$FWwj+C8_U}wGz0Mc|&HG;hec4GWKy=z+eHh|DV z6w8_w16Y%toTrUr;kXg>ggIJ3V2sYu`Dfc;C}5Rvo$^vlsdH2O3GE09K#56*0{jOn zMf|+WTD`i)10Ot|2p>RS>StOTU1;A@YcgMCg#dOe-U&JT9bG2&`4dO>R$+)O@wI+V zBa5_T$CuE$kKr64`+Uf+=@>22U)f;dVR=U0=f%k-h-`^rq4@?yiccF(T)^y1w*#(< z`JGFDWBG#^M1I(%0%hiX3O<@McAwIK+4F>qyga_Ju8xs!Na&X*RsJ*XoY>XWhcOBB9!pI9nC_zRJ#Nxdh z3~d+51FJ~Yp3jGrn@+p`;G+v!TS7!7Q~lbd0S_~VR2VWA^NWeowfc1CGn3m=Q+Ar) zlGvdu%RVmL3vK20{6HV%`{*CLC8EPgaQ)81O{O(e|+Wd z)8_u1du@G@y(o6M{+Na3??cJ<;*kT)f$Y?$4TND03WQJZ-5wz$-8aJLqPovS`LQ?K zoG|^f>KqDq1qG;AQ(pZB?W{k=pZ`DYop(4~+tt}<#61kqd62%-g1qDLLQ z_ZEU7f+*2@i%tlM=)KoO3(*r2UG(-I{O)g%c~dXY?{v=c zgO*TdD3O>*a*j?w@+|Y@hu^@=f>p$6)8)=XZFpc}C@EQ8mY3%p#5wXC=LCea!FAl6ewYW`I<(+? zl6H`{O|Z8un)*GPnN5tS=$f8_Hc(x&0>lI}+I*yy^dyDnpQaEi3~RL3G! ztB)%HP4J^*w7}!s`N_?BPob~wYA2u)9Y47f5KB|Vk7RbsC*HG;TwXZ*a&||nrb-6{ zyQ)m8O%+pkBS+(Cpu!uwZrt4~JUc~YuhWmLfM)o1aENsDsI&H42jIEgw_ZIfL8y7;kAwL>L6XxsWlNK zZ@18r*Ez|AUlnEfmTacotNC;3fe;3ehD+#V_`(X>%L^>eSJnRS?;)LxDm*|!#s{GS ztJF_-)oMf~l@J5lm#B}=IF>R8l}K%BO;2}gc3-C_DmQNy~$4~3y%QogZb>{x!v9$d>I3=ebx!a# z)E~Va&P%i3Hq0M3{h%e(`bt=RFzv(e`d>F|GHOeTYKO`9Ws!r(i@3XqJhc@^QNBq$_|Ur{_N&XozW#)8|7%H5h^uBXfgmDn2g&bvgoCfLsn*6)!;$$cV&ZC@owJiOVzhdxSSeXPkFu zg{Xo3^LRQLi@Zusu$#FOZ%~-XCR8%I5tmjHv=w~&+8b!KZ;9Tpn1FHQpdV;em-X3* zX}FRAdm4n%9>kdC--bt^eqWmD7htx}YNqgleOaZ5w?G^V;DPd#@3ytymw zrE|H3?{m$LLmgy4dDi3_73Rj~nSRyDGb%?3u0b8s+%{phneXmJylzW1giL0wwQv1? z$2W)cBN?-@CP(H=^RI)%@4`eTP=kXiN}zI7F&z*AL9sTwPn2j3^KaY-8dWALcON$c zYnE5nl@l{pxiUfcpKU501$QdS8l*4xY*Upf6uG6=m`~s;yy+E7|7cZ5D@BdOjz%hVjbhx_U!By7|`~wcYiRfvwC~-$yB&jZP9@PXs>0Z(-4`WIp z?slUDX+O=(TapbKt6ldj7rnwCE4DNfZP5EJ-j79i!i0;2+iss>3n$|+ik5|E+I+f7H8|)#IZwsb;u=R%{r|OxrKzQ*M@S$mGo=Q69{-TKwBIT%2x{`JJ}$h&B(q z5~kS$2-K-7B0D(UR3ej)h)6AJ#=8e{$R{!uFcDO+b`qT?hEjMpG}7ZfTgaMrOAHn` zX!uH4^qF#2Np;$_ik-a7pi3JuGsI44Ac}A}#=Ig}v%?5=-h4VgmeAsmDN7dr625V4r6XgwA-+Ss;VYeO*pYw2q1>|)vc z@ECQVS*5Rv1*>_m>GF!ff_$}<-IBER3iP=E+PCr%@%e6{U&>YFZ(twl0-x+60!cK0 z$<^B0p2ZPj=ybM^>{PWgSW(uhffcJ-e#{GM3ueYzf7ovuTaFnZW&h!Rpa#`jsYqm# zogd%0>VkCfvWGl9dwU&Keq>Cq&a@W@VnAqq8}cm!J&}1hO;Egr8(? zxz2pPzgtO96TscQ!$}VoXHxD;cd3YIN&M7BZQ9}^7MtW@$j~^gtg7a*L+!{m_6W+i1orS*|wolaXt)Rk*CL9v=%Y7B~h?U3(!x2U6x z2GJH$I%l_I^-}R&_W;XOI1Tjs8RJ#)Ep|<@i6|RGoP0bcpXLoC^+~08bN6UOx@oh2%kKAJW zm$~!qOMdpL1ezlc*ogOcb6DFN+WogV@*_S6eP+e=U&Zu5OLuDy$FVh^VX~zWOZ8JM z$4Tk1r83nJRdlR~tZ|#*`OuxD%TWDS;PlD2cw&g112=a63tR2@98_mN;f$LQKEY+P zwXI4&Gu%CjEIBMAMb6z+fp=pyUKJ%#4jp+6P}T=RA56I7+-Xg%uhgs9EX|9&XebJP zG??(?1#~IMm*v`J)Eg7fR8))pR~DEv#^@nDR->5cAMu~1MdRnwK7Vvr zkx=kaYj>e>51%ZtuwGs}jEsdH16|sQwNV{0KAby@HG%Moo_NH}FxWidQR24ZyOl=z z?I0&U)@w~i%GTTFx6@zsI1dIyam>2Zm2g&csHe-bw=7h>&P-%q!`g{?nHfVBuAmla zhEdAFKxskbD=Rk4ONrjW=Ble)&4WGN)Ruo7>I_i~o8fGFHD8q(DbnObYUI+P_g;>z zOEMzkYO+`yGt`9^r@_yRZf<9<-t(acb=7xr;Y}|D+1n!Pv~zg!W}(T)Maxz|ullDN z<;c;C(0t&Na^M9dhCS)s_r6kWQu$@G3bcGSE;%-F)?hhioQnAZ5D6 z7?>{QlbHfG@-B9H_^LnpvP|NwQPb`0M4=YQ|r>c_yOdhT2winOx2?9O>8L=s8Um7~Q*dFa#ooTFPzp2Ba0ep$Iq!|KvUz*U@h zHmF=d`0u_{eJfkT)2dOVAtTVIob40^0RMN7;P76vMhblIRo^3=dbcO$(xWsb#V?Xn z=<^TiEuUy>sHdeBLQW21%cMRR1UyBX_gLMm&fc?ERqZDPhF1b84MUJHx|a0Y+kHQ5 z2`5wATneSNAt)$gzG6y_ZV{Mbe&xl*W8PbMn)osu5A`t0*1sqOCyoerYvElX@L{wt zTWRbsESa8pUW5=jVDDqLRyCJ2t3niC4-M&1#FE~$$dgmRz#{mVQq@R9x!dGg{Psg! z-@Tr;$NSY!^Gv{`3yBd(BOI~=24sJIr`y#(J{)-a*MmaxFbW zS$S)SSy=Y`O9L*x6WQSXv3`~DJr`%csAn5`CnU$1WxRytZ#*O<2C#{H_H5__NK%4D z*?;!Af?ayalV7nnNi3R>UdM}A566w07_{FQC3Je}g*ViSaSS0HEPivquFs;Y)f^2D zIs&eve|EIFFVs>ufNL=yc;N$QoKA4IhK>+Bh?S+3rIFRy92eGkDr5<-j`@XwG)&yUP8zuQs z5^WAJYL}DR5z}!qf6QHxQ{7cUt11M8Rj#w}Fjn8KdPlC1_D-P#1BXqHHdEy4SVvfW zhSvA3se)jseZl1_ft!_NIlAU@1svEq+ecp8sjDvrm|r{PX$go`ksHd~cvdenEzM6` zMg2Hk0C_<_t4>?j-Y0$gdd&6E8<_U8C6AZ(CNGQ;W8RirL#8cDzG-;HF+A%oOX`fLx8aMZhIc_| zSQEE7?@`*t#2*@?@MR1)PV@K;gC2Xody}X;KrgpFou1Y(=iqhBz_0dEpM(8ro{S2R zvdM`<(EsNs&$N1?Ij%>sN_zqt$Fl;1m0<3B6pTp^$bwng#|{xIxQP18dhgw@(??@_ z+=Mz>ia%wCmI852l^GsiPn<3PxwKEn&>Ci`e8fc3|MP19>dh$&$wAbwB<8sJzKYH){s z?c^kgNF01EnQy#mrlgJ?=LS~oG6}hx$&%%mOEFK-(Y73;!R_itht{!At8<=5wZ4;@ z>-vICc0c)N_Fh-^_Vbhdme?GoVKgTDh4_y`heJk2JxFCrE^!(0;rzJorY1f*qF0K0 zCFJgvhW{Xg0%CNpZye<8^_TQJvoJ<{@A=_!2^t_#AOwo6}ohz$be4z@UBVkzdyCk?25X9N-e! ztLGy{yu0f09dCDG~;EQ z9>ec(XWBCGxUrDH@Hc>ULBQ3088;3HmHe)jET=!H4smxlg3nbzb_$S_52Z4GsFL?3q*bjVh_y=?tKm%A9dpbtJKd!?QE Date: Fri, 15 Nov 2024 13:18:17 +0100 Subject: [PATCH 29/31] docs: add automatic generation of CLI reference (#325) * docs: add automatic generation of CLI reference Signed-off-by: Michele Dolfi * install deps for building CLI ref Signed-off-by: Michele Dolfi --------- Signed-off-by: Michele Dolfi --- .github/workflows/docs.yml | 10 +------- docling/cli/main.py | 2 ++ docs/cli.md | 9 +++++++ docs/usage.md | 49 +------------------------------------- mkdocs.yml | 8 +++++++ poetry.lock | 37 +++++++++++++++++++--------- pyproject.toml | 1 + 7 files changed, 48 insertions(+), 68 deletions(-) create mode 100644 docs/cli.md diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml index d2b9bdd6..2733b522 100644 --- a/.github/workflows/docs.yml +++ b/.github/workflows/docs.yml @@ -11,15 +11,7 @@ jobs: runs-on: ubuntu-latest steps: - uses: actions/checkout@v4 - - name: Install poetry - run: pipx install poetry==1.8.3 - shell: bash - - uses: actions/setup-python@v5 - with: - cache: 'poetry' - - name: Install dependencies - run: poetry install --only docs - shell: bash + - uses: ./.github/actions/setup-poetry - name: Build docs run: poetry run mkdocs build --verbose --clean - name: Build and push docs diff --git a/docling/cli/main.py b/docling/cli/main.py index b79b7b9f..c95128ac 100644 --- a/docling/cli/main.py +++ b/docling/cli/main.py @@ -301,5 +301,7 @@ def convert( _log.info(f"All documents were converted in {end_time:.2f} seconds.") +click_app = typer.main.get_command(app) + if __name__ == "__main__": app() diff --git a/docs/cli.md b/docs/cli.md new file mode 100644 index 00000000..3f67df0d --- /dev/null +++ b/docs/cli.md @@ -0,0 +1,9 @@ +# CLI Reference + +This page provides documentation for our command line tools. + +::: mkdocs-click + :module: docling.cli.main + :command: click_app + :prog_name: docling + :style: table \ No newline at end of file diff --git a/docs/usage.md b/docs/usage.md index 982ddd2a..e7a214a0 100644 --- a/docs/usage.md +++ b/docs/usage.md @@ -22,54 +22,7 @@ A simple example would look like this: docling https://arxiv.org/pdf/2206.01062 ``` -To see all available options (export formats etc.) run `docling --help`. - -

- CLI reference - -Here are the available options as of this writing (for an up-to-date listing, run `docling --help`): - -```console -$ docling --help - - Usage: docling [OPTIONS] source - -╭─ Arguments ───────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ -│ * input_sources source PDF files to convert. Can be local file / directory paths or URL. [default: None] │ -│ [required] │ -╰───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ -╭─ Options ─────────────────────────────────────────────────────────────────────────────────────────────────────────────────╮ -│ --from [docx|pptx|html|image|pdf|asciidoc|md] Specify input formats to convert from. │ -│ Defaults to all formats. │ -│ [default: None] │ -│ --to [md|json|text|doctags] Specify output formats. Defaults to │ -│ Markdown. │ -│ [default: None] │ -│ --ocr --no-ocr If enabled, the bitmap content will be │ -│ processed using OCR. │ -│ [default: ocr] │ -│ --ocr-engine [easyocr|tesseract_cli|tesseract] The OCR engine to use. │ -│ [default: easyocr] │ -│ --pdf-backend [pypdfium2|dlparse_v1|dlparse_v2] The PDF backend to use. │ -│ [default: dlparse_v1] │ -│ --table-mode [fast|accurate] The mode to use in the table structure │ -│ model. │ -│ [default: fast] │ -│ --artifacts-path PATH If provided, the location of the model │ -│ artifacts. │ -│ [default: None] │ -│ --abort-on-error --no-abort-on-error If enabled, the bitmap content will be │ -│ processed using OCR. │ -│ [default: no-abort-on-error] │ -│ --output PATH Output directory where results are │ -│ saved. │ -│ [default: .] │ -│ --version Show version information. │ -│ --help Show this message and exit. │ -╰───────────────────────────────────────────────────────────────────────────────────────────────────────────────────────────╯ - -``` -
+To see all available options (export formats etc.) run `docling --help`. More details in the [CLI reference page](./cli.md). diff --git a/mkdocs.yml b/mkdocs.yml index 70f75ff0..44a32039 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -55,6 +55,7 @@ nav: - Home: index.md - Installation: installation.md - Usage: usage.md + - CLI: cli.md - Docling v2: v2.md - Concepts: - Concepts: concepts/index.md @@ -99,9 +100,16 @@ markdown_extensions: - admonition - pymdownx.details - attr_list + - mkdocs-click plugins: - search - mkdocs-jupyter + # - mkdocstrings: + # default_handler: python + # options: + # preload_modules: + # - docling + # - docling_core extra_css: - stylesheets/extra.css diff --git a/poetry.lock b/poetry.lock index 1b00c1c0..6d70eb59 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,4 +1,4 @@ -# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand. +# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand. [[package]] name = "aiohappyeyeballs" @@ -196,8 +196,8 @@ files = [ lazy-object-proxy = ">=1.4.0" typing-extensions = {version = ">=4.0.0", markers = "python_version < \"3.11\""} wrapt = [ - {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}, {version = ">=1.11,<2", markers = "python_version < \"3.11\""}, + {version = ">=1.14,<2", markers = "python_version >= \"3.11\""}, ] [[package]] @@ -839,8 +839,8 @@ files = [ docling-core = ">=2.0,<3.0" docutils = "!=0.21" numpy = [ - {version = ">=2.0.2,<3.0.0", markers = "python_version >= \"3.13\""}, {version = ">=1.26.4,<2.0.0", markers = "python_version >= \"3.9\" and python_version < \"3.13\""}, + {version = ">=2.0.2,<3.0.0", markers = "python_version >= \"3.13\""}, ] pandas = {version = ">=2.1.4,<3.0.0", markers = "python_version >= \"3.9\""} python-dotenv = ">=1.0.0,<2.0.0" @@ -927,8 +927,8 @@ jsonlines = ">=3.1.0,<4.0.0" lxml = ">=4.9.1,<5.0.0" mean_average_precision = ">=2021.4.26.0,<2022.0.0.0" numpy = [ - {version = ">=2.1.0,<3.0.0", markers = "python_version >= \"3.13\""}, {version = ">=1.24.4,<2.0.0", markers = "python_version < \"3.13\""}, + {version = ">=2.1.0,<3.0.0", markers = "python_version >= \"3.13\""}, ] opencv-python-headless = ">=4.6.0.66,<5.0.0.0" Pillow = ">=10.0.0,<11.0.0" @@ -2067,8 +2067,8 @@ jsonpatch = ">=1.33,<2.0" langsmith = ">=0.1.112,<0.2.0" packaging = ">=23.2,<25" pydantic = [ - {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, + {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, ] PyYAML = ">=5.3" tenacity = ">=8.1.0,<8.4.0 || >8.4.0,<9.0.0" @@ -2136,8 +2136,8 @@ files = [ httpx = ">=0.23.0,<1" orjson = ">=3.9.14,<4.0.0" pydantic = [ - {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, {version = ">=1,<3", markers = "python_full_version < \"3.12.4\""}, + {version = ">=2.7.4,<3.0.0", markers = "python_full_version >= \"3.12.4\""}, ] requests = ">=2,<3" requests-toolbelt = ">=1.0.0,<2.0.0" @@ -2597,6 +2597,21 @@ watchdog = ">=2.0" i18n = ["babel (>=2.9.0)"] min-versions = ["babel (==2.9.0)", "click (==7.0)", "colorama (==0.4)", "ghp-import (==1.0)", "importlib-metadata (==4.4)", "jinja2 (==2.11.1)", "markdown (==3.3.6)", "markupsafe (==2.0.1)", "mergedeep (==1.3.4)", "mkdocs-get-deps (==0.2.0)", "packaging (==20.5)", "pathspec (==0.11.1)", "pyyaml (==5.1)", "pyyaml-env-tag (==0.1)", "watchdog (==2.0)"] +[[package]] +name = "mkdocs-click" +version = "0.8.1" +description = "An MkDocs extension to generate documentation for Click command line applications" +optional = false +python-versions = ">=3.7" +files = [ + {file = "mkdocs_click-0.8.1-py3-none-any.whl", hash = "sha256:a100ff938be63911f86465a1c21d29a669a7c51932b700fdb3daa90d13b61ee4"}, + {file = "mkdocs_click-0.8.1.tar.gz", hash = "sha256:0a88cce04870c5d70ff63138e2418219c3c4119cc928a59c66b76eb5214edba6"}, +] + +[package.dependencies] +click = ">=8.1" +markdown = ">=3.3" + [[package]] name = "mkdocs-get-deps" version = "0.2.0" @@ -3507,10 +3522,10 @@ files = [ [package.dependencies] numpy = [ - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, {version = ">=1.21.4", markers = "python_version >= \"3.10\" and platform_system == \"Darwin\" and python_version < \"3.11\""}, {version = ">=1.21.2", markers = "platform_system != \"Darwin\" and python_version >= \"3.10\" and python_version < \"3.11\""}, {version = ">=1.23.5", markers = "python_version >= \"3.11\" and python_version < \"3.12\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] [[package]] @@ -3659,9 +3674,9 @@ files = [ [package.dependencies] numpy = [ - {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, {version = ">=1.22.4", markers = "python_version < \"3.11\""}, {version = ">=1.23.2", markers = "python_version == \"3.11\""}, + {version = ">=1.26.0", markers = "python_version >= \"3.12\""}, ] python-dateutil = ">=2.8.2" pytz = ">=2020.1" @@ -4258,8 +4273,8 @@ files = [ annotated-types = ">=0.6.0" pydantic-core = "2.23.4" typing-extensions = [ - {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, {version = ">=4.6.1", markers = "python_version < \"3.13\""}, + {version = ">=4.12.2", markers = "python_version >= \"3.13\""}, ] [package.extras] @@ -4427,8 +4442,8 @@ files = [ astroid = ">=2.15.8,<=2.17.0-dev0" colorama = {version = ">=0.4.5", markers = "sys_platform == \"win32\""} dill = [ - {version = ">=0.3.6", markers = "python_version >= \"3.11\""}, {version = ">=0.2", markers = "python_version < \"3.11\""}, + {version = ">=0.3.6", markers = "python_version >= \"3.11\""}, ] isort = ">=4.2.5,<6" mccabe = ">=0.6,<0.8" @@ -7164,4 +7179,4 @@ tesserocr = ["tesserocr"] [metadata] lock-version = "2.0" python-versions = "^3.10" -content-hash = "3d187fb42d7001455eecc58d73b141fbe3d3972d963b2b0997dee282218d626e" +content-hash = "c7a2f4e30564c5bcd7ed96f203028f781a05ff2103698091616c8aff34ab3493" diff --git a/pyproject.toml b/pyproject.toml index 49291d24..088320e9 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -69,6 +69,7 @@ nbqa = "^1.9.0" [tool.poetry.group.docs.dependencies] mkdocs-material = "^9.5.40" mkdocs-jupyter = "^0.25.0" +mkdocs-click = "^0.8.1" [tool.poetry.group.examples.dependencies] datasets = "^2.21.0" From 364d37ca96ce646e3368904daba92bf332eb7c43 Mon Sep 17 00:00:00 2001 From: Michele Dolfi <97102151+dolfim-ibm@users.noreply.github.com> Date: Fri, 15 Nov 2024 13:18:33 +0100 Subject: [PATCH 30/31] ci(Mergify): configuration update (#339) * ci(Mergify): configuration update Signed-off-by: Michele Dolfi Signed-off-by: Michele Dolfi * remove conventionalcommits from the checklist Signed-off-by: Michele Dolfi --------- Signed-off-by: Michele Dolfi Signed-off-by: Michele Dolfi --- .github/PULL_REQUEST_TEMPLATE.md | 5 ++--- .mergify.yml | 15 +++++++++++++++ 2 files changed, 17 insertions(+), 3 deletions(-) create mode 100644 .mergify.yml diff --git a/.github/PULL_REQUEST_TEMPLATE.md b/.github/PULL_REQUEST_TEMPLATE.md index 2b56eacd..58a6bf0a 100644 --- a/.github/PULL_REQUEST_TEMPLATE.md +++ b/.github/PULL_REQUEST_TEMPLATE.md @@ -3,7 +3,8 @@