diff --git a/docs/docs/how_to/document_loader_pdf.ipynb b/docs/docs/how_to/document_loader_pdf.ipynb index 40218703e6d..4daac5a7f56 100644 --- a/docs/docs/how_to/document_loader_pdf.ipynb +++ b/docs/docs/how_to/document_loader_pdf.ipynb @@ -9,13 +9,48 @@ "\n", "[Portable Document Format (PDF)](https://en.wikipedia.org/wiki/PDF), standardized as ISO 32000, is a file format developed by Adobe in 1992 to present documents, including text formatting and images, in a manner independent of application software, hardware, and operating systems.\n", "\n", - "This guide covers how to load `PDF` documents into the LangChain [Document](https://python.langchain.com/api_reference/core/documents/langchain_core.documents.base.Document.html#langchain_core.documents.base.Document) format that we use downstream.\n", + "This guide covers how to load `PDF` documents into the LangChain [Document](https://python.langchain.com/api_reference/core/documents/langchain_core.documents.base.Document.html) format that we use downstream.\n", "\n", - "LangChain integrates with a host of PDF parsers. Some are simple and relatively low-level; others will support OCR and image-processing, or perform advanced document layout analysis. The right choice will depend on your application. Below we enumerate the possibilities.\n", + "Text in PDFs is typically represented via text boxes. They may also contain images. A PDF parser might do some combination of the following:\n", "\n", - "## Using PyPDF\n", + "- Agglomerate text boxes into lines, paragraphs, and other structures via heuristics or ML inference;\n", + "- Run [OCR](https://en.wikipedia.org/wiki/Optical_character_recognition) on images to detect text therein;\n", + "- Classify text as belonging to paragraphs, lists, tables, or other structures;\n", + "- Structure text into table rows and columns, or key-value pairs.\n", "\n", - "Here we load a PDF using `pypdf` into array of documents, where each document contains the page content and metadata with `page` number." + "LangChain integrates with a host of PDF parsers. Some are simple and relatively low-level; others will support OCR and image-processing, or perform advanced document layout analysis. The right choice will depend on your needs. Below we enumerate the possibilities.\n", + "\n", + "We will demonstrate these approaches on a [sample file](https://github.com/langchain-ai/langchain/blob/master/libs/community/tests/integration_tests/examples/layout-parser-paper.pdf):" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "3b5c65c1-1f12-4dc1-98f0-9a5b2bf8ebc2", + "metadata": {}, + "outputs": [], + "source": [ + "file_path = (\n", + " \"../../docs/integrations/document_loaders/example_data/layout-parser-paper.pdf\"\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "d5a5bc0d-4e92-4c0d-94c8-5699c5a2a2db", + "metadata": {}, + "source": [ + ":::info A note on multimodal models\n", + "\n", + "Many modern LLMs support inference over multimodal inputs (e.g., images). In some applications -- such as question-answering over PDFs with complex layouts, diagrams, or scans -- it may be advantageous to skip the PDF parsing, instead casting a PDF page to an image and passing it to a model directly. We demonstrate an example of this in the [Use of multimodal models](/docs/how_to/document_loader_pdf/#use-of-multimodal-models) section below.\n", + "\n", + ":::\n", + "\n", + "## Simple and fast text extraction\n", + "\n", + "If you are looking for a simple string representation of text that is embedded in a PDF, the method below is appropriate. It will return a list of [Document](https://python.langchain.com/api_reference/core/documents/langchain_core.documents.base.Document.html) objects-- one per page-- containing a single string of the page's text in the Document's `page_content` attribute. It will not parse text in images or scanned PDF pages. Under the hood it uses the [pypydf](https://pypdf.readthedocs.io/en/stable/) Python library.\n", + "\n", + "LangChain [document loaders](/docs/concepts/#document-loaders) implement `lazy_load` and its async variant, `alazy_load`, which return iterators of `Document` objects. We will use these below." ] }, { @@ -25,36 +60,82 @@ "metadata": {}, "outputs": [], "source": [ - "%pip install --upgrade --quiet pypdf" + "%pip install -qU pypdf" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0746557c-6f65-43a4-a15e-8d270e6c1349", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain_community.document_loaders import PyPDFLoader\n", + "\n", + "loader = PyPDFLoader(file_path)\n", + "pages = []\n", + "async for page in loader.alazy_load():\n", + " pages.append(page)" ] }, { "cell_type": "code", "execution_count": 3, - "id": "7d8ccd0b-8415-4916-af32-0e6d30b9496b", + "id": "839bde4a-e490-413e-93a4-cce4468f2f34", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "Document(page_content='LayoutParser : A Unified Toolkit for Deep\\nLearning Based Document Image Analysis\\nZejiang Shen1( \\x00), Ruochen Zhang2, Melissa Dell3, Benjamin Charles Germain\\nLee4, Jacob Carlson3, and Weining Li5\\n1Allen Institute for AI\\nshannons@allenai.org\\n2Brown University\\nruochen zhang@brown.edu\\n3Harvard University\\n{melissadell,jacob carlson }@fas.harvard.edu\\n4University of Washington\\nbcgl@cs.washington.edu\\n5University of Waterloo\\nw422li@uwaterloo.ca\\nAbstract. Recent advances in document image analysis (DIA) have been\\nprimarily driven by the application of neural networks. Ideally, research\\noutcomes could be easily deployed in production and extended for further\\ninvestigation. However, various factors like loosely organized codebases\\nand sophisticated model configurations complicate the easy reuse of im-\\nportant innovations by a wide audience. Though there have been on-going\\nefforts to improve reusability and simplify deep learning (DL) model\\ndevelopment in disciplines like natural language processing and computer\\nvision, none of them are optimized for challenges in the domain of DIA.\\nThis represents a major gap in the existing toolkit, as DIA is central to\\nacademic research across a wide range of disciplines in the social sciences\\nand humanities. This paper introduces LayoutParser , an open-source\\nlibrary for streamlining the usage of DL in DIA research and applica-\\ntions. The core LayoutParser library comes with a set of simple and\\nintuitive interfaces for applying and customizing DL models for layout de-\\ntection, character recognition, and many other document processing tasks.\\nTo promote extensibility, LayoutParser also incorporates a community\\nplatform for sharing both pre-trained models and full document digiti-\\nzation pipelines. We demonstrate that LayoutParser is helpful for both\\nlightweight and large-scale digitization pipelines in real-word use cases.\\nThe library is publicly available at https://layout-parser.github.io .\\nKeywords: Document Image Analysis ·Deep Learning ·Layout Analysis\\n·Character Recognition ·Open Source library ·Toolkit.\\n1 Introduction\\nDeep Learning(DL)-based approaches are the state-of-the-art for a wide range of\\ndocument image analysis (DIA) tasks including document image classification [ 11,arXiv:2103.15348v2 [cs.CV] 21 Jun 2021', metadata={'source': '../../docs/integrations/document_loaders/example_data/layout-parser-paper.pdf', 'page': 0})" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "{'source': '../../docs/integrations/document_loaders/example_data/layout-parser-paper.pdf', 'page': 0}\n", + "\n", + "LayoutParser : A Unified Toolkit for Deep\n", + "Learning Based Document Image Analysis\n", + "Zejiang Shen1( \u0000), Ruochen Zhang2, Melissa Dell3, Benjamin Charles Germain\n", + "Lee4, Jacob Carlson3, and Weining Li5\n", + "1Allen Institute for AI\n", + "shannons@allenai.org\n", + "2Brown University\n", + "ruochen zhang@brown.edu\n", + "3Harvard University\n", + "{melissadell,jacob carlson }@fas.harvard.edu\n", + "4University of Washington\n", + "bcgl@cs.washington.edu\n", + "5University of Waterloo\n", + "w422li@uwaterloo.ca\n", + "Abstract. Recent advances in document image analysis (DIA) have been\n", + "primarily driven by the application of neural networks. Ideally, research\n", + "outcomes could be easily deployed in production and extended for further\n", + "investigation. However, various factors like loosely organized codebases\n", + "and sophisticated model configurations complicate the easy reuse of im-\n", + "portant innovations by a wide audience. Though there have been on-going\n", + "efforts to improve reusability and simplify deep learning (DL) model\n", + "development in disciplines like natural language processing and computer\n", + "vision, none of them are optimized for challenges in the domain of DIA.\n", + "This represents a major gap in the existing toolkit, as DIA is central to\n", + "academic research across a wide range of disciplines in the social sciences\n", + "and humanities. This paper introduces LayoutParser , an open-source\n", + "library for streamlining the usage of DL in DIA research and applica-\n", + "tions. The core LayoutParser library comes with a set of simple and\n", + "intuitive interfaces for applying and customizing DL models for layout de-\n", + "tection, character recognition, and many other document processing tasks.\n", + "To promote extensibility, LayoutParser also incorporates a community\n", + "platform for sharing both pre-trained models and full document digiti-\n", + "zation pipelines. We demonstrate that LayoutParser is helpful for both\n", + "lightweight and large-scale digitization pipelines in real-word use cases.\n", + "The library is publicly available at https://layout-parser.github.io .\n", + "Keywords: Document Image Analysis ·Deep Learning ·Layout Analysis\n", + "·Character Recognition ·Open Source library ·Toolkit.\n", + "1 Introduction\n", + "Deep Learning(DL)-based approaches are the state-of-the-art for a wide range of\n", + "document image analysis (DIA) tasks including document image classification [ 11,arXiv:2103.15348v2 [cs.CV] 21 Jun 2021\n" + ] } ], "source": [ - "from langchain_community.document_loaders import PyPDFLoader\n", - "\n", - "file_path = (\n", - " \"../../docs/integrations/document_loaders/example_data/layout-parser-paper.pdf\"\n", - ")\n", - "loader = PyPDFLoader(file_path)\n", - "pages = loader.load_and_split()\n", - "\n", - "pages[0]" + "print(f\"{pages[0].metadata}\\n\")\n", + "print(pages[0].page_content)" ] }, { @@ -62,27 +143,26 @@ "id": "78ce6d1d-86cc-45e3-8259-e21fbd2c7e6c", "metadata": {}, "source": [ - "An advantage of this approach is that documents can be retrieved with page numbers.\n", + "Note that the metadata of each document stores the corresponding page number.\n", "\n", "### Vector search over PDFs\n", "\n", - "Once we have loaded PDFs into LangChain `Document` objects, we can index them (e.g., a RAG application) in the usual way:" + "Once we have loaded PDFs into LangChain `Document` objects, we can index them (e.g., a RAG application) in the usual way. Below we use OpenAI embeddings, although any LangChain [embeddings](https://python.langchain.com/docs/concepts/#embedding-models) model will suffice." ] }, { "cell_type": "code", "execution_count": null, - "id": "c3b932bb", + "id": "a5391b1b-2b1b-401e-a6ee-381b7165a54a", "metadata": {}, "outputs": [], "source": [ - "%pip install --upgrade --quiet faiss-cpu \n", - "# use `pip install faiss-gpu` for CUDA GPU support" + "%pip install -qU langchain-openai" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "id": "7ba35f1c-0a85-4f2f-a56e-3a994c69180d", "metadata": {}, "outputs": [], @@ -96,7 +176,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "id": "e0eaec77-f5cf-4172-8e39-41e1520eabba", "metadata": {}, "outputs": [ @@ -104,13 +184,14 @@ "name": "stdout", "output_type": "stream", "text": [ - "13: 14 Z. Shen et al.\n", + "Page 13: 14 Z. Shen et al.\n", "6 Conclusion\n", "LayoutParser provides a comprehensive toolkit for deep learning-based document\n", "image analysis. The off-the-shelf library is easy to install, and can be used to\n", "build flexible and accurate pipelines for processing documents with complicated\n", "structures. It also supports hi\n", - "0: LayoutParser : A Unified Toolkit for Deep\n", + "\n", + "Page 0: LayoutParser : A Unified Toolkit for Deep\n", "Learning Based Document Image Analysis\n", "Zejiang Shen1( \u0000), Ruochen Zhang2, Melissa Dell3, Benjamin Charles Germain\n", "Lee4, Jacob Carlson3, and Weining Li5\n", @@ -119,72 +200,752 @@ "2Brown University\n", "ruochen zhang@brown.edu\n", "3Harvard University\n", + "\n", "\n" ] } ], "source": [ - "from langchain_community.vectorstores import FAISS\n", + "from langchain_core.vectorstores import InMemoryVectorStore\n", "from langchain_openai import OpenAIEmbeddings\n", "\n", - "faiss_index = FAISS.from_documents(pages, OpenAIEmbeddings())\n", - "docs = faiss_index.similarity_search(\"What is LayoutParser?\", k=2)\n", + "vector_store = InMemoryVectorStore.from_documents(pages, OpenAIEmbeddings())\n", + "docs = vector_store.similarity_search(\"What is LayoutParser?\", k=2)\n", "for doc in docs:\n", - " print(str(doc.metadata[\"page\"]) + \":\", doc.page_content[:300])" + " print(f'Page {doc.metadata[\"page\"]}: {doc.page_content[:300]}\\n')" ] }, { "cell_type": "markdown", - "id": "9ac123ca-386f-4b06-b3a7-9205ea3d6da7", + "id": "ef200c75-a141-45d9-acdc-261e4d632d1b", "metadata": {}, "source": [ - "### Extract text from images\n", + "## Layout analysis and extraction of text from images\n", "\n", - "Some PDFs contain images of text -- e.g., within scanned documents, or figures. Using the `rapidocr-onnxruntime` package we can extract images as text as well:" + "If you require a more granular segmentation of text (e.g., into distinct paragraphs, titles, tables, or other structures) or require extraction of text from images, the method below is appropriate. It will return a list of [Document](https://python.langchain.com/api_reference/core/documents/langchain_core.documents.base.Document.html) objects, where each object represents a structure on the page. The Document's metadata stores the page number and other information related to the object (e.g., it might store table rows and columns in the case of a table object).\n", + "\n", + "Under the hood it uses the `langchain-unstructured` library. See the [integration docs](/docs/integrations/document_loaders/unstructured_file/) for more information about using [Unstructured](https://docs.unstructured.io/welcome) with LangChain.\n", + "\n", + "Unstructured supports multiple parameters for PDF parsing:\n", + "- `strategy` (e.g., `\"fast\"` or `\"hi-res\"`)\n", + "- API or local processing. You will need an API key to use the API.\n", + "\n", + "The [hi-res](https://docs.unstructured.io/api-reference/how-to/choose-hi-res-model) strategy provides support for document layout analysis and OCR. We demonstrate it below via the API. See [local parsing](/docs/how_to/document_loader_pdf/#local-parsing) section below for considerations when running locally." ] }, { "cell_type": "code", "execution_count": null, - "id": "347f67fb-67f3-4be7-9af3-23a73cf00f71", + "id": "b448489a-c1a5-43c8-a69f-1c1e7bc26b69", "metadata": {}, "outputs": [], "source": [ - "%pip install --upgrade --quiet rapidocr-onnxruntime" + "%pip install -qU langchain-unstructured" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "dc403c36-25a0-4fc0-b31a-cc2022f8e5a9", + "metadata": {}, + "outputs": [ + { + "name": "stdin", + "output_type": "stream", + "text": [ + "Unstructured API Key: ········\n" + ] + } + ], + "source": [ + "import getpass\n", + "import os\n", + "\n", + "if \"UNSTRUCTURED_API_KEY\" not in os.environ:\n", + " os.environ[\"UNSTRUCTURED_API_KEY\"] = getpass.getpass(\"Unstructured API Key:\")" + ] + }, + { + "cell_type": "markdown", + "id": "12a024db-bec2-4f21-b4a8-dd6b94fd0d21", + "metadata": {}, + "source": [ + "As before, we initialize a loader and load documents lazily:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "be0575c3-566b-4e26-99c8-ae69b53cfb09", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: Preparing to split document for partition.\n", + "INFO: Starting page number set to 1\n", + "INFO: Allow failed set to 0\n", + "INFO: Concurrency level set to 5\n", + "INFO: Splitting pages 1 to 16 (16 total)\n", + "INFO: Determined optimal split size of 4 pages.\n", + "INFO: Partitioning 4 files with 4 page(s) each.\n", + "INFO: Partitioning set #1 (pages 1-4).\n", + "INFO: Partitioning set #2 (pages 5-8).\n", + "INFO: Partitioning set #3 (pages 9-12).\n", + "INFO: Partitioning set #4 (pages 13-16).\n", + "INFO: HTTP Request: POST https://api.unstructuredapp.io/general/v0/general \"HTTP/1.1 200 OK\"\n", + "INFO: HTTP Request: POST https://api.unstructuredapp.io/general/v0/general \"HTTP/1.1 200 OK\"\n", + "INFO: HTTP Request: POST https://api.unstructuredapp.io/general/v0/general \"HTTP/1.1 200 OK\"\n", + "INFO: HTTP Request: POST https://api.unstructuredapp.io/general/v0/general \"HTTP/1.1 200 OK\"\n", + "INFO: Successfully partitioned set #1, elements added to the final result.\n", + "INFO: Successfully partitioned set #2, elements added to the final result.\n", + "INFO: Successfully partitioned set #3, elements added to the final result.\n", + "INFO: Successfully partitioned set #4, elements added to the final result.\n" + ] + } + ], + "source": [ + "from langchain_unstructured import UnstructuredLoader\n", + "\n", + "loader = UnstructuredLoader(\n", + " file_path=file_path,\n", + " strategy=\"hi_res\",\n", + " partition_via_api=True,\n", + " coordinates=True,\n", + ")\n", + "docs = []\n", + "for doc in loader.lazy_load():\n", + " docs.append(doc)" + ] + }, + { + "cell_type": "markdown", + "id": "a9f20eff-3df7-425d-84ab-70a76e5f22ce", + "metadata": {}, + "source": [ + "Here we recover 171 distinct structures over the 16 page document:" ] }, { "cell_type": "code", "execution_count": 8, - "id": "babc138a-2188-49f7-a8d6-3570fa3ad802", + "id": "35945b71-f2ca-4480-be18-c8fcc0a7035f", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "'LayoutParser : A Unified Toolkit for DL-Based DIA 5\\nTable 1: Current layout detection models in the LayoutParser model zoo\\nDataset Base Model1Large Model Notes\\nPubLayNet [38] F / M M Layouts of modern scientific documents\\nPRImA [3] M - Layouts of scanned modern magazines and scientific reports\\nNewspaper [17] F - Layouts of scanned US newspapers from the 20th century\\nTableBank [18] F F Table region on modern scientific and business document\\nHJDataset [31] F / M - Layouts of history Japanese documents\\n1For each dataset, we train several models of different sizes for different needs (the trade-off between accuracy\\nvs. computational cost). For “base model” and “large model”, we refer to using the ResNet 50 or ResNet 101\\nbackbones [ 13], respectively. One can train models of different architectures, like Faster R-CNN [ 28] (F) and Mask\\nR-CNN [ 12] (M). For example, an F in the Large Model column indicates it has a Faster R-CNN model trained\\nusing the ResNet 101 backbone. The platform is maintained and a number of additions will be made to the model\\nzoo in coming months.\\nlayout data structures , which are optimized for efficiency and versatility. 3) When\\nnecessary, users can employ existing or customized OCR models via the unified\\nAPI provided in the OCR module . 4)LayoutParser comes with a set of utility\\nfunctions for the visualization and storage of the layout data. 5) LayoutParser\\nis also highly customizable, via its integration with functions for layout data\\nannotation and model training . We now provide detailed descriptions for each\\ncomponent.\\n3.1 Layout Detection Models\\nInLayoutParser , a layout model takes a document image as an input and\\ngenerates a list of rectangular boxes for the target content regions. Different\\nfrom traditional methods, it relies on deep convolutional neural networks rather\\nthan manually curated rules to identify content regions. It is formulated as an\\nobject detection problem and state-of-the-art models like Faster R-CNN [ 28] and\\nMask R-CNN [ 12] are used. This yields prediction results of high accuracy and\\nmakes it possible to build a concise, generalized interface for layout detection.\\nLayoutParser , built upon Detectron2 [ 35], provides a minimal API that can\\nperform layout detection with only four lines of code in Python:\\n1import layoutparser as lp\\n2image = cv2. imread (\" image_file \") # load images\\n3model = lp. Detectron2LayoutModel (\\n4 \"lp :// PubLayNet / faster_rcnn_R_50_FPN_3x / config \")\\n5layout = model . detect ( image )\\nLayoutParser provides a wealth of pre-trained model weights using various\\ndatasets covering different languages, time periods, and document types. Due to\\ndomain shift [ 7], the prediction performance can notably drop when models are ap-\\nplied to target samples that are significantly different from the training dataset. As\\ndocument structures and layouts vary greatly in different domains, it is important\\nto select models trained on a dataset similar to the test samples. A semantic syntax\\nis used for initializing the model weights in LayoutParser , using both the dataset\\nname and model name lp:/// .'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "171\n" + ] } ], "source": [ - "loader = PyPDFLoader(\"https://arxiv.org/pdf/2103.15348.pdf\", extract_images=True)\n", - "pages = loader.load()\n", - "pages[4].page_content" + "print(len(docs))" ] }, { "cell_type": "markdown", - "id": "f3f654d9", + "id": "619eb7c5-69d9-4d8b-9aa1-fbdd015bb8cd", "metadata": {}, "source": [ - "## Using other PDF loaders\n", - "\n", - "For a list of other PDF loaders to use, please see [this table](https://python.langchain.com/docs/integrations/document_loaders/#pdfs)" + "We can use the document metadata to recover content from a single page:" ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "648876b4-a686-489d-8a82-d7df4e78754c", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis\n", + "1 2 0 2 n u J 1 2 ] V C . s c [ 2 v 8 4 3 5 1 . 3 0 1 2 : v i X r a\n", + "Zejiang Shen® (<), Ruochen Zhang?, Melissa Dell®, Benjamin Charles Germain Lee?, Jacob Carlson®, and Weining Li®\n", + "1 Allen Institute for AI shannons@allenai.org 2 Brown University ruochen zhang@brown.edu 3 Harvard University {melissadell,jacob carlson}@fas.harvard.edu 4 University of Washington bcgl@cs.washington.edu 5 University of Waterloo w422li@uwaterloo.ca\n", + "Abstract. Recent advances in document image analysis (DIA) have been primarily driven by the application of neural networks. Ideally, research outcomes could be easily deployed in production and extended for further investigation. However, various factors like loosely organized codebases and sophisticated model configurations complicate the easy reuse of im- portant innovations by a wide audience. Though there have been on-going efforts to improve reusability and simplify deep learning (DL) model development in disciplines like natural language processing and computer vision, none of them are optimized for challenges in the domain of DIA. This represents a major gap in the existing toolkit, as DIA is central to academic research across a wide range of disciplines in the social sciences and humanities. This paper introduces LayoutParser, an open-source library for streamlining the usage of DL in DIA research and applica- tions. The core LayoutParser library comes with a set of simple and intuitive interfaces for applying and customizing DL models for layout de- tection, character recognition, and many other document processing tasks. To promote extensibility, LayoutParser also incorporates a community platform for sharing both pre-trained models and full document digiti- zation pipelines. We demonstrate that LayoutParser is helpful for both lightweight and large-scale digitization pipelines in real-word use cases. The library is publicly available at https://layout-parser.github.io.\n", + "Keywords: Document Image Analysis · Deep Learning · Layout Analysis · Character Recognition · Open Source library · Toolkit.\n", + "1 Introduction\n", + "Deep Learning(DL)-based approaches are the state-of-the-art for a wide range of document image analysis (DIA) tasks including document image classification [11,\n" + ] + } + ], + "source": [ + "first_page_docs = [doc for doc in docs if doc.metadata.get(\"page_number\") == 1]\n", + "\n", + "for doc in first_page_docs:\n", + " print(doc.page_content)" + ] + }, + { + "cell_type": "markdown", + "id": "41c07f49-091d-4197-afea-c36f30196f31", + "metadata": {}, + "source": [ + "### Extracting tables and other structures\n", + "\n", + "Each `Document` we load represents a structure, like a title, paragraph, or table.\n", + "\n", + "Some structures may be of special interest for indexing or question-answering tasks. These structures may be:\n", + "1. Classified for easy identification;\n", + "2. Parsed into a more structured representation.\n", + "\n", + "Below, we identify and extract a table:" + ] + }, + { + "cell_type": "markdown", + "id": "4cccf340-e272-41af-8280-6e97ca687d45", + "metadata": {}, + "source": [ + "
\n", + "Click to expand code for rendering pages" + ] + }, + { + "cell_type": "markdown", + "id": "c9afb64a-eee8-4965-a9f2-176b0224926a", + "metadata": {}, + "source": [ + "%pip install -qU matplotlib PyMuPDF pillow" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "5cedb6a7-bd75-4270-9d49-b6806f7cd7c4", + "metadata": {}, + "outputs": [], + "source": [ + "import fitz\n", + "import matplotlib.patches as patches\n", + "import matplotlib.pyplot as plt\n", + "from PIL import Image\n", + "\n", + "\n", + "def plot_pdf_with_boxes(pdf_page, segments):\n", + " pix = pdf_page.get_pixmap()\n", + " pil_image = Image.frombytes(\"RGB\", [pix.width, pix.height], pix.samples)\n", + "\n", + " fig, ax = plt.subplots(1, figsize=(10, 10))\n", + " ax.imshow(pil_image)\n", + " categories = set()\n", + " category_to_color = {\n", + " \"Title\": \"orchid\",\n", + " \"Image\": \"forestgreen\",\n", + " \"Table\": \"tomato\",\n", + " }\n", + " for segment in segments:\n", + " points = segment[\"coordinates\"][\"points\"]\n", + " layout_width = segment[\"coordinates\"][\"layout_width\"]\n", + " layout_height = segment[\"coordinates\"][\"layout_height\"]\n", + " scaled_points = [\n", + " (x * pix.width / layout_width, y * pix.height / layout_height)\n", + " for x, y in points\n", + " ]\n", + " box_color = category_to_color.get(segment[\"category\"], \"deepskyblue\")\n", + " categories.add(segment[\"category\"])\n", + " rect = patches.Polygon(\n", + " scaled_points, linewidth=1, edgecolor=box_color, facecolor=\"none\"\n", + " )\n", + " ax.add_patch(rect)\n", + "\n", + " # Make legend\n", + " legend_handles = [patches.Patch(color=\"deepskyblue\", label=\"Text\")]\n", + " for category in [\"Title\", \"Image\", \"Table\"]:\n", + " if category in categories:\n", + " legend_handles.append(\n", + " patches.Patch(color=category_to_color[category], label=category)\n", + " )\n", + " ax.axis(\"off\")\n", + " ax.legend(handles=legend_handles, loc=\"upper right\")\n", + " plt.tight_layout()\n", + " plt.show()\n", + "\n", + "\n", + "def render_page(doc_list: list, page_number: int, print_text=True) -> None:\n", + " pdf_page = fitz.open(file_path).load_page(page_number - 1)\n", + " page_docs = [\n", + " doc for doc in doc_list if doc.metadata.get(\"page_number\") == page_number\n", + " ]\n", + " segments = [doc.metadata for doc in page_docs]\n", + " plot_pdf_with_boxes(pdf_page, segments)\n", + " if print_text:\n", + " for doc in page_docs:\n", + " print(f\"{doc.page_content}\\n\")" + ] + }, + { + "cell_type": "markdown", + "id": "91a9e09d-fed1-42aa-9a8e-07aeedbc5388", + "metadata": {}, + "source": [ + "
" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "6b44ab2e-52df-4af6-9950-b3f5b46a9b47", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LayoutParser: A Unified Toolkit for DL-Based DIA\n", + "\n", + "5\n", + "\n", + "Table 1: Current layout detection models in the LayoutParser model zoo\n", + "\n", + "Dataset Base Model1 Large Model Notes PubLayNet [38] PRImA [3] Newspaper [17] TableBank [18] HJDataset [31] F / M M F F F / M M - - F - Layouts of modern scientific documents Layouts of scanned modern magazines and scientific reports Layouts of scanned US newspapers from the 20th century Table region on modern scientific and business document Layouts of history Japanese documents\n", + "\n", + "1 For each dataset, we train several models of different sizes for different needs (the trade-off between accuracy vs. computational cost). For “base model” and “large model”, we refer to using the ResNet 50 or ResNet 101 backbones [13], respectively. One can train models of different architectures, like Faster R-CNN [28] (F) and Mask R-CNN [12] (M). For example, an F in the Large Model column indicates it has a Faster R-CNN model trained using the ResNet 101 backbone. The platform is maintained and a number of additions will be made to the model zoo in coming months.\n", + "\n", + "layout data structures, which are optimized for efficiency and versatility. 3) When necessary, users can employ existing or customized OCR models via the unified API provided in the OCR module. 4) LayoutParser comes with a set of utility functions for the visualization and storage of the layout data. 5) LayoutParser is also highly customizable, via its integration with functions for layout data annotation and model training. We now provide detailed descriptions for each component.\n", + "\n", + "3.1 Layout Detection Models\n", + "\n", + "In LayoutParser, a layout model takes a document image as an input and generates a list of rectangular boxes for the target content regions. Different from traditional methods, it relies on deep convolutional neural networks rather than manually curated rules to identify content regions. It is formulated as an object detection problem and state-of-the-art models like Faster R-CNN [28] and Mask R-CNN [12] are used. This yields prediction results of high accuracy and makes it possible to build a concise, generalized interface for layout detection. LayoutParser, built upon Detectron2 [35], provides a minimal API that can perform layout detection with only four lines of code in Python:\n", + "\n", + "1 import layoutparser as lp 2 image = cv2 . imread ( \" image_file \" ) # load images 3 model = lp . De t e c tro n2 Lay outM odel ( \" lp :// PubLayNet / f as t er _ r c nn _ R _ 50 _ F P N_ 3 x / config \" ) 4 5 layout = model . detect ( image )\n", + "\n", + "LayoutParser provides a wealth of pre-trained model weights using various datasets covering different languages, time periods, and document types. Due to domain shift [7], the prediction performance can notably drop when models are ap- plied to target samples that are significantly different from the training dataset. As document structures and layouts vary greatly in different domains, it is important to select models trained on a dataset similar to the test samples. A semantic syntax is used for initializing the model weights in LayoutParser, using both the dataset name and model name lp:///.\n", + "\n" + ] + } + ], + "source": [ + "render_page(docs, 5)" + ] + }, + { + "cell_type": "markdown", + "id": "0267a271-e1bd-483c-96c3-36eb1387dd3f", + "metadata": {}, + "source": [ + "Note that although the table text is collapsed into a single string in the document's content, the metadata contains a representation of its rows and columns:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3f91df64-94db-4228-8a75-34bf83117e15", + "metadata": {}, + "outputs": [], + "source": [ + "from IPython.display import HTML, display\n", + "\n", + "segments = [\n", + " doc.metadata\n", + " for doc in docs\n", + " if doc.metadata.get(\"page_number\") == 5 and doc.metadata.get(\"category\") == \"Table\"\n", + "]\n", + "\n", + "display(HTML(segments[0][\"text_as_html\"]))" + ] + }, + { + "cell_type": "markdown", + "id": "3ac2c37a-06a1-40d3-a192-9078eb83994b", + "metadata": {}, + "source": [ + "
able 1. LUllclll 1ayoul actCCLloll 1110AdCs 111 L1C LayoOulralsel 1110U4cl 200
Dataset| Base Model\\'|Notes
PubLayNet [38]F/MLayouts of modern scientific documents
PRImAMLayouts of scanned modern magazines and scientific reports
NewspaperFLayouts of scanned US newspapers from the 20th century
TableBank [18]FTable region on modern scientific and business document
HJDatasetF/MLayouts of history Japanese documents
" + ] + }, + { + "cell_type": "markdown", + "id": "c16d24f8-be5f-4616-9a79-9761788b30f8", + "metadata": {}, + "source": [ + "### Extracting text from specific sections\n", + "\n", + "Structures may have parent-child relationships -- for example, a paragraph might belong to a section with a title. If a section is of particular interest (e.g., for indexing) we can isolate the corresponding `Document` objects.\n", + "\n", + "Below, we extract all text associated with the document's \"Conclusion\" section:" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "abb9f9e1-3a64-40bc-bea8-7ab74e3a4ca2", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "render_page(docs, 14, print_text=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "a9155a30-ad45-4eec-b707-8142a9c27e0e", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LayoutParser provides a comprehensive toolkit for deep learning-based document image analysis. The off-the-shelf library is easy to install, and can be used to build flexible and accurate pipelines for processing documents with complicated structures. It also supports high-level customization and enables easy labeling and training of DL models on unique document image datasets. The LayoutParser community platform facilitates sharing DL models and DIA pipelines, inviting discussion and promoting code reproducibility and reusability. The LayoutParser team is committed to keeping the library updated continuously and bringing the most recent advances in DL-based DIA, such as multi-modal document modeling [37, 36, 9] (an upcoming priority), to a diverse audience of end-users.\n", + "Acknowledgements We thank the anonymous reviewers for their comments and suggestions. This project is supported in part by NSF Grant OIA-2033558 and funding from the Harvard Data Science Initiative and Harvard Catalyst. Zejiang Shen thanks Doug Downey for suggestions.\n" + ] + } + ], + "source": [ + "conclusion_docs = []\n", + "parent_id = -1\n", + "for doc in docs:\n", + " if doc.metadata[\"category\"] == \"Title\" and \"Conclusion\" in doc.page_content:\n", + " parent_id = doc.metadata[\"element_id\"]\n", + " if doc.metadata.get(\"parent_id\") == parent_id:\n", + " conclusion_docs.append(doc)\n", + "\n", + "for doc in conclusion_docs:\n", + " print(doc.page_content)" + ] + }, + { + "cell_type": "markdown", + "id": "23d3be20-7adc-4a96-a97e-4777eb79b0cc", + "metadata": {}, + "source": [ + "### Extracting text from images\n", + "\n", + "OCR is run on images, enabling the extraction of text therein:" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "3a17993b-13d0-42f4-a3ec-4e4a600cc65c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "LayoutParser: A Unified Toolkit for DL-Based DIA\n", + "\n", + "focuses on precision, efficiency, and robustness. The target documents may have complicated structures, and may require training multiple layout detection models to achieve the optimal accuracy. Light-weight pipelines are built for relatively simple documents, with an emphasis on development ease, speed and flexibility. Ideally one only needs to use existing resources, and model training should be avoided. Through two exemplar projects, we show how practitioners in both academia and industry can easily build such pipelines using LayoutParser and extract high-quality structured document data for their downstream tasks. The source code for these projects will be publicly available in the LayoutParser community hub.\n", + "\n", + "11\n", + "\n", + "5.1 A Comprehensive Historical Document Digitization Pipeline\n", + "\n", + "The digitization of historical documents can unlock valuable data that can shed light on many important social, economic, and historical questions. Yet due to scan noises, page wearing, and the prevalence of complicated layout structures, ob- taining a structured representation of historical document scans is often extremely complicated. In this example, LayoutParser was used to develop a comprehensive pipeline, shown in Figure 5, to gener- ate high-quality structured data from historical Japanese firm financial ta- bles with complicated layouts. The pipeline applies two layout models to identify different levels of document structures and two customized OCR engines for optimized character recog- nition accuracy.\n", + "\n", + "‘Active Learning Layout Annotate Layout Dataset | +—— Annotation Toolkit A4 Deep Learning Layout Layout Detection Model Training & Inference, A Post-processing — Handy Data Structures & \\ Lo orajport 7 ) Al Pls for Layout Data A4 Default and Customized Text Recognition 0CR Models ¥ Visualization & Export Layout Structure Visualization & Storage The Japanese Document Helpful LayoutParser Modules Digitization Pipeline\n", + "\n", + "As shown in Figure 4 (a), the document contains columns of text written vertically 15, a common style in Japanese. Due to scanning noise and archaic printing technology, the columns can be skewed or have vari- able widths, and hence cannot be eas- ily identified via rule-based methods. Within each column, words are sepa- rated by white spaces of variable size, and the vertical positions of objects can be an indicator of their layout type.\n", + "\n", + "Fig. 5: Illustration of how LayoutParser helps with the historical document digi- tization pipeline.\n", + "\n", + "15 A document page consists of eight rows like this. For simplicity we skip the row segmentation discussion and refer readers to the source code when available.\n", + "\n" + ] + } + ], + "source": [ + "render_page(docs, 11)" + ] + }, + { + "cell_type": "markdown", + "id": "8a1082e2-ba2f-407f-8334-7636a126286d", + "metadata": {}, + "source": [ + "Note that the text from the figure on the right is extracted and incorporated into the content of the `Document`." + ] + }, + { + "cell_type": "markdown", + "id": "e54be5d8-8492-4ea1-b67d-e6d2d6479313", + "metadata": {}, + "source": [ + "### Local parsing\n", + "\n", + "Parsing locally requires the installation of additional dependencies.\n", + "\n", + "**Poppler** (PDF analysis)\n", + "- Linux: `apt-get install poppler-utils`\n", + "- Mac: `brew install poppler`\n", + "- Windows: https://github.com/oschwartz10612/poppler-windows\n", + "\n", + "**Tesseract** (OCR)\n", + "- Linux: `apt-get install tesseract-ocr`\n", + "- Mac: `brew install tesseract`\n", + "- Windows: https://github.com/UB-Mannheim/tesseract/wiki#tesseract-installer-for-windows\n", + "\n", + "We will also need to install the `unstructured` PDF extras:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b40d487-d29c-49be-9dea-4419d1c90067", + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -qU \"unstructured[pdf]\"" + ] + }, + { + "cell_type": "markdown", + "id": "6c1ccfbe-eb94-4238-9e05-975383c9e426", + "metadata": {}, + "source": [ + "We can then use the [UnstructuredLoader](https://python.langchain.com/api_reference/unstructured/document_loaders/langchain_unstructured.document_loaders.UnstructuredLoader.html) much the same way, forgoing the API key and `partition_via_api` setting:" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a25560bc-0034-49fe-91fc-4a402804fd84", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: This function will be deprecated in a future release and `unstructured` will simply use the DEFAULT_MODEL from `unstructured_inference.model.base` to set default model name\n", + "INFO: Reading PDF for file: /Users/chestercurme/repos/langchain/libs/community/tests/integration_tests/examples/layout-parser-paper.pdf ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Detecting page elements ...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: padding image by 20 for structure detection\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: padding image by 20 for structure detection\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n", + "INFO: Processing entire page OCR with tesseract...\n" + ] + } + ], + "source": [ + "loader_local = UnstructuredLoader(\n", + " file_path=file_path,\n", + " strategy=\"hi_res\",\n", + ")\n", + "docs_local = []\n", + "for doc in loader_local.lazy_load():\n", + " docs_local.append(doc)" + ] + }, + { + "cell_type": "markdown", + "id": "6a5a7a95-c7fb-40ef-b98b-bbef2d501900", + "metadata": {}, + "source": [ + "The list of documents can then be processed similarly to those obtained from the API.\n", + "\n", + "## Use of multimodal models\n", + "\n", + "Many modern LLMs support inference over multimodal inputs (e.g., images). In some applications-- such as question-answering over PDFs with complex layouts, diagrams, or scans-- it may be advantageous to skip the PDF parsing, instead casting a PDF page to an image and passing it to a model directly. This allows a model to reason over the two dimensional content on the page, instead of a \"one-dimensional\" string representation.\n", + "\n", + "In principle we can use any LangChain [chat model](/docs/concepts/#chat-models) that supports multimodal inputs. A list of these models is documented [here](/docs/integrations/chat/). Below we use OpenAI's `gpt-4o-mini`.\n", + "\n", + "First we define a short utility function to convert a PDF page to a base64-encoded image:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e9f9a7f9-bab4-4278-8d9f-dea0260a7c86", + "metadata": {}, + "outputs": [], + "source": [ + "%pip install -qU PyMuPDF pillow langchain-openai" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "id": "ec2fbae5-f3dc-4b84-8b43-145d27c334fd", + "metadata": {}, + "outputs": [], + "source": [ + "import base64\n", + "import io\n", + "\n", + "import fitz\n", + "from PIL import Image\n", + "\n", + "\n", + "def pdf_page_to_base64(pdf_path: str, page_number: int):\n", + " pdf_document = fitz.open(pdf_path)\n", + " page = pdf_document.load_page(page_number - 1) # input is one-indexed\n", + " pix = page.get_pixmap()\n", + " img = Image.frombytes(\"RGB\", [pix.width, pix.height], pix.samples)\n", + "\n", + " buffer = io.BytesIO()\n", + " img.save(buffer, format=\"PNG\")\n", + "\n", + " return base64.b64encode(buffer.getvalue()).decode(\"utf-8\")" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "66f157bd-6752-45f6-9f7b-b0c650045b8a", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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nTx89ekRo09bW9vPPP795X6/BgQMHbt26NZGWfX19a9euLS4unqBlLpf7Bn5J4P79+xcuXHj06NG8efPu379//fr1q1evxsTEvP/++/+OP1IsPH/+fPPmzW9o/2/x5M2prKz09fX95+wj/gVQsZyMdHd3t7a2/vDDD3p6em/bl9dnzpw5hC0mJibTpk17c8t//fWXq6urh4dHc3Pzhg0b/P39LS0tCW3U1dVdXFzevK/XYMWKFcPDwxNpqaGh4ebmxuPxJmj53r17b+CXBOTl5b/44otVq1aVlJS89957mzdvZjKZs2fP5vP5/44/UiwsXbp0aGjoDe1PnPv37/9zxi0sLHR1df85+4h/AerbdgAhgbCwsPr6+pKSEnt7+5ycnNHRUTs7OzU1NQBAeXl5f3//1KlTx8bGUlNTP/jgg4yMjIGBgXnz5jU2Nra2tg4PDwcEBJDJ5Pj4eKFQ6OvrOzo6WlBQQKFQDA0Np06divXS1dXFYrGUlJQcHR1ra2szMzMDAgIKCwudnZ21tLSwZqmpqaOjo5qamr29vf7+/oODg2FhYX5+fvX19V5eXhwOJzU1VVlZecaMGQCA9PR0EolkZWU1MDDQ1NQEABgeHsZ6LykpgeWfz+dnZmYCALy8vNhsdmhoqLe3d21tLZPJtLKykhiT/Pz8vr4+Ozs7OTm5zMxMoVA4NDTE5/NfvnzJ5/M1NTVhM8yB6urqvr4+uBELRWNjo/gwsV1KS0vZbLa7u3tLS0tzc/PcuXMJPvT19dXW1goEAnd396GhIXG3m5qampqaent7CTuGhITAmNjb20P/4djJZDIAoLu7Oysri8lkGhkZZWRk9PX1LViw4NmzZ0ZGRo6OjkVFRVwud2xsTF1d/cqVKzo6Ok5OTqOjo+IDkTjjampqEmcf4urqOt6Wurq6ysrK2bNnU6lUwixDysvLMX/09PQqKyvr6+u9vb2VlZVTU1OFQqG2traSkpKhoWFubi6Px5OTk6PRaPb29pifLBYLbwGzPDw8nJuba2hoiG0Z7yjQ0NB4+fKlr6/vyMhISkrKhg0bMjIy2Gy2oaFhXV3d7NmzCwsLh4eHfXx88CmkoKCAnzsLC4sTJ05UV1cbGxv7+flhAccP9tmzZ6amplwul8fjOTk5ZWVl6ejowJ9o2MA5HE5hYaGmpqadnV1CQsK0adPMzMzwse3u7s7Pz3dyctLS0sLnUkVFRVNTk5mZmaKiYnFxsYuLC5vNrqqq0tPTG+9wQPz7oDPLyYinp6ehoaGdnd1PP/2koaExc+bMb775hsPhpKenh4aGzpgx48qVKwYGBrdu3RIIBHZ2dpcuXQIA3Llzx9PTk81m83i8gwcPmpiYODs7//TTT9euXZsxY8b06dPLy8uxLnp6ek6dOuXl5cXn83/77TdDQ8M7d+6UlpbOmjVr7969eGfs7e2/+uorU1NTU1PTDz74QF1dvaioKDIysq6ubmxsbMuWLf7+/v39/TExMWfPnhUKhba2tlevXp06derdu3cBAPje1dTUnjx5AgDYtWuXm5ubvb393r17VVRUKioq7t696+vr++2330oMSFhYWGlpaUBAwI8//qiurm5lZeXi4jJ//nwtLa358+f7+fldvXoVAIB3wNraGm7Eh0J8mPhdpk+ffvr0aTU1tebmZpFIJO7G2bNn4Xd9amqquNv5+fkPHjzw8vLq6uoi7KikpPTTTz8BAJqamvBjh5+2t7e7u7vfunWrsLDQxsbm4sWLAAAYq4GBgZSUFDc3t/r6ektLSyMjo/nz5+vp6YkPZLwZlzj7GPiCBDE2NgYAVFVVkUgkGo128+ZNkUiEn2WsJd6fhoaG+Ph4Pz+/jz76CABgZ2f3xRdf0Gi0oqKi69ev8/n89vb29vZ2fX19vJ94C5jZ4eHhvXv3+vj4iEQieM4t5ShQUVEpLy8vKyszNDSEl77t7Oy+/PJLGo1GpVI3b95saWn58uXL6upqfAoR5o5MJvv5+VlZWc2aNQsfcHxY1NTUDh06ZG1tHR0dHRwc7OPj8/XXXwMA8APX1tZOSUlpbW2l0WiJiYn6+vp4CyKRKD8/38fHB0s8LJemTZsGx6ihoVFQUMDhcM6fPx8YGHjv3r1/89waIR1ULCcjFAqFTCaTSKTHjx+bmpoCAExMTKKjo2/cuBEQEAAAOHXqlJycHPyVTafTFRQUAABycnJ+fn69vb0KCgphYWEdHR1VVVWKioqurq7e3t7Xrl3z9PTEunjy5Mn06dMBAG5ubrdv36ZSqQoKCp6engoKCmw2G++MioqKkZGRqqqqsbExi8Xq6+vT1tY2MTFZv359TU1NZ2dnbm6unJxcV1fXnTt34InFoUOHKBQKdA/fOzwBgud88vLyqqqqNTU1/f39Ojo6Dg4OJBJJYokCANy6dYtOp2dmZjIYDIFAQCaTKRQKhUIhkUgUCkVdXR02wzugqKioqKgIAMCHQnyY+F20tLTs7OxYLBaFQpk3b564G19++WVUVBSNRqusrAQAENy+fv063Ev8UrO2traxsbGnpyeFQiGMHQAAT1B8fHxu3LihoqIiLy8PdwEAqKmpJSYmrlixYurUqSQSCY4XACA+kPFmXOLsy4TJZBobGzOZzLa2tqqqKvwsY23w/hgZGdna2qanp8Prz6qqqkwmc9q0aYsXL+ZwOOrq6jQaDV6fwPuJt4Dx8uVLa2trMpk8bdo0oVAIAJByFMBZgAGBaUCn06dMmWJkZMRkMjU1NRUVFadMmdLW1kZIIcLcwSOOTCbjA06YwenTpysqKjIYDGNjYxKJJBAICAMnkUg7d+588uTJ4ODgypUr4VGJIRAIvL29sfnC5xKNRtuyZcvTp0+Li4s///zzly9fKioqZmZmGhsbNzQ0THzWEP8oqFhOarCDuaWlRV1dncFgwF+abDZbIBDAb1U+n8/hcAAAfn5+UVFRLBYrJydHU1PT3d3dw8Pjs88+U1FRycjIcHJy+uWXXzDL6urq8Gohh8PBvq2gQfgNJZHBwUE6nQ4AUFFRAQAwGAw6ne7h4TF79uxFixYpKSnBe10DAwPYLuK9q6qqYg36+vpgSZPetY6OjpmZmYeHx5dffkkikcZzT6ID+FCID5Owy5YtWy5fvkyj0STa37hxY2Bg4LRp00QiUUtLC8GUmppaW1sbAEBiyYc/HSSOHSISieD3PrQJ62h7e/u5c+eCgoLOnz8PAIBjLywsFB/IeDNOiP94P0cIQMsAgLGxMcIs45th/jx48KC6utrPz49CocDIwAwBALi7u9fV1ampqb3zzjvi00EYEQwUtIDvReZRgEUM7zz2h1AoFE8hfPTg9fCSkpK2tjZ8wCXGBL8jYeAMBgMAEB4eLvF+OX5HQi6tWLHi6dOnfX19qqqqOjo6urq6Hh4en3zyifipP+Jtge5ZTkYiIiLy8/NZLNapU6eCgoIsLS01NDR8fX2tra1PnDihqqra2Ni4fPlyf3//ly9fAgA6OzuLioquXLmydetWBwcHa2vro0ePwpMJLpf76NEjNputra2Nf8Rg5cqV3333XWZmZnZ29pkzZ2pqahobGyMjI9XV1WtqakpLS21sbLDG7e3tBQUFJSUlX3/9NYfDycnJ4XA4lpaWWlpac+fOff78uZaWlqam5pkzZ+Dlo6GhIUNDw/r6+sTExGfPnmG9R0ZGFhUVKSgoLF++PCIiYnR09PPPP+dyuZmZmU1NTYaGho2NjVFRUR4eHnPmzMnKysIcOHz48LVr13g8Xnt7u7e3d05ODp/Pp9PplZWVqampbDa7vr6+trYW74CCggKLxaqursaHgslkEoaJ38XPz8/MzKy3txferDp06JCLiwv8igcACIVCMplcVlY2MDBQXFzs6OhIcHvfvn1XrlyZOnVqSkpKQUHB+vXrsVPeqKiogoKChoYGIyMj/Njl5eXpdHpTU5OiomJqauquXbsAAIaGhhkZGQUFBRkZGbNnz37+/Pn777//3nvvAQDc3NyePn1qYmIiPl/jzfi9e/ewv2NiYpKTk7///nt8snV0dKSlpY2MjNy/f9/Ly8vIyCgtLQ3ajIqKKi4uFolE+FlWVVXF9sX8EYlEfX19aWlpGhoaubm5NTU11dXV2dnZbm5uIpHo3r17CgoKhYWF27Ztw/vp5eWFWcBszp8/PzU1NS8vr6Ojo6KiorKyUvpR4OHh8fTpUzk5uZGRkWfPnmlra2POFxUVVVVVZWVldXd341PIx8dHPOWuXLliY2NDJpP/+OMPLOAYMBQsFiszM7O1tVVXV7epqSkmJoYw8KlTp27cuBFf+yGE+SouLsbn0syZM6dOnQoHCABYvnz5kSNH0tLS+vv74d1WxKRAhJjcCIXC4eFh/JahoSHsb/hRf3+/UCgUCoWDg4P4HTkcDvaHQCAQN443JYWVK1fyeDw+ny/x09HR0bGxMaxTNptN8F9i76Ojozweb7weS0pKXs9bcQdEuFBI32VkZEQkEkVHR0txA7YUCoXjWRseHubxeNJdFR+7+BQLBIKBgQHYEd7a6OiolIGIz7iU2X8l8LNM2A7/gA/FiMSCc/jwYbjl8ePHz58/F4lNh8QRwYD09vZiQ5NyFPB4PC6XCx/4kj4KKfMyNjYmEAjEAy4T/MC5XG52dnZ/f/9EdiTkEmGOCONFvHXGvUuEQEASExMPHTr0+++//5sP5qWnp+OfRfx3OHz4sK+vr5ubG/yBX15ePnXqVPyJFOI1+O233ywtLWk0Wl5e3sqVK5lM5tv26J+CxWI9fPjQ19fX29v7bfuC+PtBxRKBQPzjiEQiKTebEYjJD3rAB4FA/OOgSon4TwcVSwQCgUAgZICK5X8nQ0ND77//fn5+PgDgyJEjMttLF8b8888/v/zyy9fbVyIikWiCgmp/I9JH8a/xyy+/wDdMZDKRwI43uRPvZeKwWKzAwED4N+ZbQkJCQkKCeOO4uLgPP/xQoh18cr4J48UnPz9/yZIlE28/XrN/IoYYErNRStAQbx1ULP87UVFRmTFjBhRAmT17tsz20kU+V61a1dPT83r7SqSgoKCsrOxV93pDpI/iX8PZ2Rl7pUQ6Dx48kNlmvMmdeC8Tx9zcHHv7CJt0ExMT/IsfGAEBAWNjYxLt4JPzTRgv8ZycnCQ+ljXBRMXC/k/EEENiNkoJGuKtg96znKRAwVIbGxsVFZXKysre3l49PT2oHcrhcKZOndrU1BQYGJibmzs2Nubp6ZmSkjI2NqaiojI4OOjv74/ZaWxsxF7xhoqaBgYG+vr6zc3N1dXVpqamBgYGZWVlV69e1dHRcXV1ZTKZubm5/f39Tk5OmpqaQ0ND+fn5BD13kUiUlpYmJyenoqIiEomwfVksFgAAqnZlZ2cbGRkZGRmFh4fPmzePwWB0dnaWlZXp6upqa2sfO3YsICBATk5OQUEBSnqmpKRwudzAwMBHjx7Z2Nj09/c7OzuPjY2lpaWpqqp6eHgMDQ0VFhZCYRdxTerKysq6ujpfX19FRUUsRPX19XPmzCGTyRJHUVtbm52dPWvWrJKSEk9Pz/b29tra2rlz55JIpN7e3traWhKJ5OLikpaWxmazPT09GxoaOjo6sFOr8fwEAOTm5opEImNjYwUFhZKSEqjc+/jxYwsLC1NT05qaGmNj46amppKSkhkzZvT09Nja2uJjDgAQCoU//vhjY2PjtGnTfHx88H2x2WzMN2xyCUPmcrmwl7a2NjjGoqIid3d3+JQvzBkSiUSn0+HbtOMlFSY7DJ23tbWFYw8LC7t9+7aOjs68efNKSkoMDQ37+vrgm/gtLS1mZmaEV+nj4uIAAH5+fvDdfzz4PBQPdXZ29ujoqKOjo4qKChTLxTIqMzMT84FKpWKZmZKSgq9wWNcVFRXjJTmWmdOnT8fC7urqCmOoqKjY0dFRU1OjrKxsb28vnl2wo/FiCADA7w4AEM9G8fg0NDS0tbUNDQ2Jr0aAeFugM8vJyOnTpykUioWFxS+//BIXF5eXlzdjxoz79+9XVVXZ2dnt2bOHTqdzOJzdu3fb29vfuXOnu7sbao3CxQ0wqRoAwNSpU+EP6rS0tMjISKioCQC4fPmyn5/frl27+Hy+lZWVoaHh/PnzmUzmixcvKisrAwMDjx8/Pjw8/NVXX/n4+IyMjODdi4iIUFFRcXd3LywsxO9ra2u7e/dueXn5kpISKG2qoaGRl5dXX1/f399/+PBhPz+/kJAQBQUFJycnLy8vKysrAwOD4OBgAICtrS1UuFVQUDh79uzY2FhrayuUJG1tbU1LS/v555+9vLyMjY2rqqoI4aqtrU1OTp45c+Ynn3wCAMBCxOVy//rrr/FGAeVVKysr3dzcli9fDrV1nj9/DgA4c+aMk5PT06dPCwoKzM3Nz549q6KiUlNTg1f2Gc/Pa9euVVZWOjs779ixo6enx8bG5vLlywAAeXn5yMhIRUVFFotVW1trYmJy48aNrq6uvLw8fMyhcTKZDN++hy8hYH21tbXhfcMmlzBkrBdsjB4eHgcOHAAAXLlyRSQS1dbWDgwMYN/X4yUVwXls7PPnz1dXV58/fz6VSlVRUQkLC4OiptnZ2QEBAd9//z1+jvbv329mZmZnZ3fmzBnxVMfnISHUP/zwg46OzsyZM/ft28fj8QgZhfcBs7Zz504bGxsjIyO4th2+6/GSHJ+ZIyMjWNixGHZ1dZ07dw5K/t65c4cQaqzr8WJI2F08GyXG5969e56enr29vVLktBD/MqhYTkb++usveB6wd+/e69evw9+nzs7OUN9y6tSp+vr6TCZTR0eHRqMxGIyuri5VVVUjIyNlZWUrK6uMjAzsjiCm0RoUFAQVNU+cOAEA2LhxY1RUFJlM7uvrw0t03rx5U1lZOTMzU11dPTQ01NbWlkQiEcROnZyctmzZsnXrVi8vL/y+6urqU6ZMMTMzmzt3LpQ2Bf+jcRoWFmZnZwcAOHToEJ1Oh+KuJBIJU7hVV1eH33ra2tpmZmY+Pj4cDqe3tzc3N1dJSamzs9PZ2dnb2/vmzZtubm6EcE2bNs3S0jI3NxcqyeFD1NbWNt4oqFQqjUbz8vJSV1dXVFRkMplMJhN+yX755ZewsFVVVWlra1tYWNTX1ysrK+PlVMbz8/r16ytXriSTyVCRnKD1CgCA545wCQ5bW9sNGzbgY47Zx9RK8X0ZGxvjfcMmlzBkrBf8GDF1Q6jUyuVy4YkmYXd8Uok7D4HCxXDSocAb/AO+ibtgwYLbt29jjcPDw9va2mprazG5ODz4PCSE+unTp0ZGRiQSSV1dPTk5mZBReB8g7e3tbW1tUGMIDh/f9XhJTshMfNihkcePH0PxXm9v7+vXr4uHWnoMCbuLZ6PE+JDJZHhJVvxcHPG2QDMxGVFQUIAyzYODg9jX3MDAADx6JUpfYvuKRCK4HBLBJoPBGBwcBAAMDQ1VVVWdOHFi7ty5ampqnZ2dPB4Pk+jU0dExNzf38PDYtWsXptJJeBm3tbU1NTX1iy+++OGHH8D/lvfEFEEx36DzWO9wUPArAO4CW3I4HOxuDTSipaWlrKzs4eExb968gIAATU3N9PR0KyurGzduEIZ29+7d0tJSuLguXrIVRma8UUDgySK+vUgkWrt27ezZs42MjEQiUUtLy+eff37p0iUlJSXCvhL9VFJSgicN2O8VvNYrHiUlJRgHfMyxT/EhwvoS9w1rLzEZ8GOE22fMmMFisZhM5uLFi/Ftxkuq8ZyHeq0Sl61ub2+HIrcQBoPh4eHh4eHx8ccfE1qK56HEUA8MDKirqxMyStwHOp3e3d0N/4ZzTehaYpJLyUwIdgAODQ3BnybjhVpiDAm7i2ejxPjMmTMHal6WlJSIRxjxVkDFcjJy8uTJCxcu5OTkFBcXHzlyJCoqKjs7u7i4ePPmzWlpadXV1eXl5VFRUTk5OVVVVUVFRbGxsQCA1tbWwsLCoKAgeAU1MzMzKiqqtra2uro6LS1t7969T58+zcvLS0pKEggENBotPz9fRUUlKipKTk7Oycnp+fPnZDL5yJEjDx8+zM3NTU1NXbBgAZlMzs/Pj4yMLC4urqurg+7l5OTcv3+fz+evXLkSAIDtGx8fz2KxcnNzAQDwhll6enp7e/uTJ0/mzZs3NDSUmpoKxWxnzJgRGhoKV6jw9fUNCwuLjo5uamqqqKiIiopKT09vampiMpl+fn4vX75MSUnp7Oy8f/9+UlISvC4XGRm5e/duLFxQZiwxMVFTU7OoqAgfotzc3BkzZkgcBZTrjI6Ojo+Ph2s3wjgPDg6qqqqWlJSw2ezs7Gwul2ttbd3R0QHvR2KM5+fZs2eDgoKKi4uLiopgy6lTp2ZkZJSUlCQlJTU1NWVmZiYmJlZWVlZWVsJo4GOO2be0tMzPz+/o6MD3JRQK8b5B8du0tDTCkJubm2Ev+DHW19ezWCyBQHDv3r1bt2799ttvWF9SkgrvfH5+fnV1dXx8PABAVVU1LCzM0NAwOjo6NzcXrqSRkZFRWFjIYrE+/fTT9PR0OMbvvvvu+vXrOTk5FRUVsDssOcXzEB/qEydO3Lx5Mzk52djY2MXFhZBReB+gWRUVlfXr10dHR6ekpFRUVKSnpxO6lpjkhMzEwg6dTExMfPfdd/v7+7Oysu7evXvy5ElCqLGfEePFkLC7+DGFdxIL2pUrVwoKClxcXMzNzd/kmwTxd/JvaushJg5BPxMv+joeUMFVooAnBiZ6KRQKoRQqJk2Jl+gUl5/t6+vD+8bn8/HtJcp7Qs1VDocDOxL9b7lL/C5YF+KaqyMjI5jwJpvNxhpAgW8MLpcrXf5UfBTSwXQ7oZ9QMlsKmJ8ikUggEIyOjn755Zf19fVwy9DQ0NjYmPRJFNcjhWqlUnyb0Ej+NwcOHIA7BgcHx8XFTWSX8Zzncrn4/544cSInJ0dcmFckEgkEgvG0efF5KB5qgUCANyieUQQfRCLRyMgIlNWFoSN0LT3JIRLD/kpqseIQdidko3h8CDrPiMkAOrOcpJBIJPz6TdjlzfGIj4/v6Oioq6sjrA5IQFlZGbMP19vDpFXwt0ywZgAAuCYX/nYaiUSiUqn49hJvR5FIJCUlJUVFRWxhP2hKfBesC3GdFwUFBTgiaA02GBgYIAyTRqNJv7sjPgrpwCuBJBLp2LFjkZGR4jdKx/MTAADvwNXW1kZHR8MtysrKFApF+iTiYw6B98+k+DaxofwvTExMUlJSMjMzBwYGHB0dJ7LLeM7jH3fq7e0tKSmJiYkRv1gNACCTyfhkxoPPQ/FQk8lkvEHxjBJfTE1BQYFMJquqqsLQEbqWnuQQiWEXn51XgrA7IRvF40MikWQe8oh/GaQNi0D8n0OElFoRiFcEnVkiEP/nQJUSgXhVULFEIBAIBEIGqFhOUl5DcBVjaGho48aNiYmJ+I2HDx+Gr6O8iT8SLb+hTQBAWlpaaGjoxHdksVh+fn4EkYHJwPPnz/39/e/cudPe3g63dHV1nT9/XrxlfHz8u+++i9/y2jMucWbF7U+wi6CgoOrqapnNzp079+OPP068/d9FZGTk2rVrpbeBAcEnicSBDw4Onjx5cseOHW+iMAePCPjksDhYvxOJEhZSxOQEFctJyp07d157XxUVFV9f39HRUfzGwMBA6c/+SKGmpiYjI2M8y68NNkYjI6Pp06dPfEdzc3MjI6NJKG6ydOnS2trad999FxPkwzTwCPj7+xOeInntGZc4s+L2sUmUjqOjI0GCQCLvvPMOfH1wgu3/LubNmydTgh8GBJ8kEmMbExNjbm5+4cIFvAbQqyLliMAHfCJRwkKKmJwgbdhJh1AoPHPmTH5+vr6+/rx58wAAeXl5IyMjZmZmhFXmW1tb6+rqNDU1oXJKX19ffn6+pqYmfMqRx+Olp6fLycm5uro2NTW1tLQIBAIKhVJYWNjb22tqaqqgoFBYWKiiouLp6RkdHc1kMu3t7RMSEsbGxry8vLCnEHt6er7++msHBwc6ne7q6kqwDN0oKyvT0tIiPF3Z29tbXl5OpVI9PDzg64C+vr7V1dW2trZMJjMiIiIoKEhXV9fHx6eoqEhLSwsA8OLFCwMDA6jO6uvrm5uby+fzvby8xAcrzsDAQG1t7fDwMNTZEQgEiYmJdDrd0dFRXl6exWJ1dnYymUxdXd3Q0FAvLy8KhZKQkLB06dKOjo7s7Oy5c+fW1dW5urqOF1U7Ozt4AjFnzhz4ZiGUQZBOaWlpX18f/Ds/Px++mT46OgoraGNjY1lZmY+PT2Nj46VLl3R1da2trTFd8s7OzqKiInV19dHRUQ6HM3PmzJSUlClTptjZ2WHT1NPTg80sfJNST0+vtbUVaopi9kdHRwmTCHny5Im+vv7Y2NjY2BhsBkWLurq6CPMlcaKx9hQK5cWLF15eXk1NTQoKCrALLNMMDQ2LiorgKPz8/PDxYbFYdXV1Li4uDAYjNTV1dHR02rRpfD5/+vTp+N0JUa2srOzo6PD09KTRaC9evGAymQ4ODk+fPnVyclJUVMQCAhvjMw0TWB8eHk5NTVVXV3d0dISSywKBwNPTk8PhhIWFzZw5s7Gx0dvbG7u5OxHf8JmDP2psbW1hlNra2pqamoyMjHR0dLKzsy0tLSkUCiGkAoHgNdIM8S+AziwnHWQyefbs2WZmZvD77vTp01Qq1dvb+/z581CMDeP06dPe3t5nz55tamoaGhrasWOHn59fXl4eXNAjLi7Ow8Pj0qVLg4ODU6dOffTo0ejoaFRUVGZmpr+//8mTJ7W1tTMyMurr6wEAZWVlU6ZMOXz4MHzrH7/wE4PBcHd3d3d3d3FxgVvwljs6Oo4dOzZ79uzExET8haa+vr5vv/3W29tbV1f3m2++MTY2vn37dm9vb0BAwPbt2xsbG+fOnctgMObPn6+qqqqjowOXetDV1d27d++0adOqqqq+/fZbR0fH+/fvNzU1EQYrMW6nT5+2sLCorq6Gip2ffvqpnZ2dpqbmrVu3oIqCt7f3L7/8oqSk1NzcnJ+fP2XKlIiIiM7OTmNj4zt37tTU1EAZgfGiWllZqaKi8uDBAxKJVFJSInFdC3Gsra2hGG9QUFB3dzeFQklNTYVvmjc0NAwPD5uYmBw9etTS0tLIyGj+/Pn4FTy0tbXDwsIGBgaYTGZwcLCSklJJScnUqVPx04TNLIvF+v333318fM6cOQNnCm9ffBIhmpqax48f9/DwEIlEe/bsUVBQaG1tLSoqEp8viRONtVdWVm5pabl+/bqXlxdMDHymDQ4OxsbGuru7NzQ04HtvaWkJDQ2dM2fO+vXrAQAODg579uyhUCh5eXn43QkhbW5u1tLScnV1/eijjwQCga6u7t27d+Xl5YeGhpKTk7GAYO3xmYZtVFZWdnR0tLW1nTZt2pYtWxwdHT09PXfu3KmmplZZWfnkyZOenh68btFEfMNnDj7gWJRMTU1Pnz6toqKiqqqak5MjFArFQwrf0nnVNEP8C6BiORnBC1TevHkTLlbg6upKWLNp+/bt4eHhdDqdxWJFRERYWVmRyeSNGzdaW1sDAKByjYaGRk9PD5lMhi91BQUFqaqqZmZmmpiYdHd3b9++PSQkRCgU2traamtrh4SEwMU9CO8jYlKu8L94y8+ePaPT6ZmZmVOmTGlsbMR2CQkJgSXByMgoMjKSSqWqqqpaW1uTSKQ5c+bcu3cPr+0JTysBADo6OmZmZioqKrq6ulOmTJGTk9PV1YX3//CDlRi0PXv2xMfHk8nkoqKirq6uxsZGbW1tc3Pzzz777MaNG3C1kNOnT5PJZExcFBNQVVBQsLa23rhxo/SowkVCRkdHDQwMnJycZM5jeXm5goICPEfncDgaGhpQlBX2q66ubm1traur29railcujYqKunjx4sWLFwUCwZYtW168eNHf38/n8wUCga2traamJn6asJmFWq9ycnI8Hk/cvvgkQrS0tKZPn04mk2fNmvX06VORSAS1XsXna7yJxrRhtbW1nZycsMTAZxqXy83Kylq8eDHhUuTUqVM9PDzi4+M5HI5QKFRWVtbR0TE0NFy7di1+966uLoLPDAZDSUlJTk4uJycHk9bDplU8ewkqsth2MplcU1PT2dlJp9Phq7r5+fk6OjqmpqbLli3DtHMBABPxjZCi+IDDKMnJye3evfvBgwd1dXVr166NjIyUGNJXTTPEvwMqlpMRWCZbW1s7Ozvl5eXhAwhtbW34o7e2tvb48eMLFizQ09ODAhPYD2GoJy5RwZLJZJqYmHh4eOzevZtOp2toaCgrKz948ABe6mQwGC4uLh4eHjt37hT3Jy8vD/4Xb5nJZGpra3t4eKxevRp/1gK/MeHfhDs6LS0t8HsNfo9gZgnG8b0QBovXRMX44IMP/Pz8LC0tRSLR4OAg9mzFwMAApv8JFWEwy9gFUvA/r43LjOr7779/7tw5uF6HzHeU8U9COTg4dHZ2stnsHTt2iA8Q4ILs6Oi4ePHixYsXU6lUc3Pzmpqa/v7+d99999KlS/BnkMRpYjKZmpqacXFxV69elW5foqsjIyOwqIh/BOdrvInGQ0gMLNOGh4dPnjx579694OBgfMwfPnxYWFgYEBCgqKgILxhgb+ITEnW8CDMYDImzSUBipkFUVVWHhobg3+3t7bDQShQEkO6beIpKDPj8+fMjIiJqampMTEykhBSfZohJAiqWkxFTU9OqqqqcnBxtbe2LFy/euHEjMzOzs7Pz/fffx9oIBIKxsbGCggISiRQXFzdr1iwqlZqQkBAXF9fU1JSSkhIXF8discrLyyMiImpra2tqamJjYw8fPvz06dOcnJyXL19CGZStW7cWFBRAAZFTp05dunQpLy8P6rtieHp6hoWF9fX1DQ8PEywvXbp0cHAwKSkpLi4Oar1CVqxYQaFQ0tPTb968iV2tSkhIyM7O7uvr27BhAwCAyWTGxcWpqKiEh4eXlZV1dXWFhYWVl5ezWKy4uLi0tDQWi5WXlxcdHU0YbHNzc01NTVhYGNadUCgkk8kVFRVNTU1wIcBPPvnk7t27mZmZlZWVe/bsgUqeL168oNFobm5uJSUlaWlpAwMDISEhVVVVjY2NcK0rKVGFD1+sXLmyqKgI3s5csmRJZ2cnPlBPnjzp7e19+PDh/fv3165dOzY2lpmZyWKxSktL5eTk7ty5c/fu3TNnzvB4vIyMDDi6sLCw+vr62tpaf3//e/fujY2NwTMbU1NTaHPBggUUCmXp0qWZmZn6+vqEacJmVllZ+dmzZ48ePTp+/Hhzc7O4fWwSCclWUVFRXl5+/fr1K1euYPMrPl+EiYZTVlVVBduLJwY+0zgczoULF2praxcvXoz/wScQCPr7+7Ozs3V1dWNjY5OTk1ksVnJyMgBAPFExGAxGdnZ2TEyMu7u7mZmZrq4uj8crKCioqqqKiYkpKiqCAYGRgUmCZRpmhM1mJycnQ2m9devWhYaGRkVFQb3+jIyM8PBwQqDG821sbCwlJSU2NnZ0dBSfORQKRfyoAQCQSKS5c+fCp5clhhT+EMSnGWKy8K8L7CEmBNRfxf47njQllJTEZELxEpdSIFgjKGFKNCJR/VX6LnA75tvKlStHR0cJLaWbJUAY7HhuYA14PB5eOxQvtjk2NjYyMsJms8XFRcU7wnweGRnhcrlJSUkT9xlj3759MM7Z2dnnz5+X2GY8iV34h/RpOnr06MDAgEgk6unp2bp16wTtl5SU7N+/f2RkRDyqEudrggmGgc80iWKnfD6fx+OJxpnW8dJ+bGyMMJbh4WEulyvFPemZxuPxXikVx/ONkDkSbco83N4kzRD/HOjMcpIC9Vex/44nTQnPCLGrZ1IuWOEhWCO8YyDRiET1V+m7wO3Qt6qqqu7ubnhHZ+JmCRAGO54bWAO4ZiT2Kf7EgkKhwLuJ4uKi4h1hPu/duzcqKmrmzJkT9xnDzMwMirIWFRXBh5zFGU9iF/4hfZrc3NwSExOzsrKysrLgDdqJ2I+MjISXeQlRHW++JphgGPhMk3htk0qlwuXkJE7reGlPoVAIY4E3HaW4Jz3T5OTkXikVx/ONkDkSbco83N4kzRD/HEgbFoH49xD9w6Ks/7R9BOL/LKhYIhAIBAIhA3QZFoFAIBAIGaBiOdlJTk7GlkWcCCwWy9fXV6YUXF9f37p16/Lz89/Mu1eAx+O99r6///47fBENeyGksrISKvX8+7xS15jnfwtlZWUEBRyZnDlz5syZM3+XA+K8iYjxP8qbZPjRo0d//vlnwsb79+/HxsZeunTpl19+kWnh66+/BgCEh4d//PHH+O0wH7CDtKOjA3vVZ9JGEgFBxXKyY2xsjL1FMBHMzc319fVlXl3X0NDw8PB4kwL2SpSUlLxJYXZ0dIQv2t++fRtusbCweFtvob1S15jnfwvW1tYEyUOZrFixQsoLiG8ONiOTjTfJ8GXLlsEXc/E8ffo0MDDQ19cXr+wzHvAZqwULFnA4HPx2mA/YQaqmpoapD969e/c1XEX8ayBt2MlIU1NTc3MzlIUsKSlhMplDQ0OhoaHe3t51dXW6urra2tp5eXm2tra6urohISHGxsYjIyNycnLu7u54O/n5+X19fVDGBb+9qKhoZGQEW7Wjq6uLxWIpKCg4OzsDAMbGxpKSkpSVlV1cXLKzs3t7excuXPjixQtdXV1LS8vx3AAAxMfHC4VCHx8f+J7f7NmzCwoKHBwcqFTq999/P2PGDAUFBQcHh9TUVDk5OUVFRTs7O8LAOzo6iouLGQzGwMAAl8udOXNmamqqgYFBdXX11KlTm5qarl69OmXKFAcHB/jGYU9PT15enr29PaGEVFVV1dXVeXl5qaioZGRkDA8PGxkZ1dTUBAYGwmcvxUPE4XCgz0VFRc7OzoODgxUVFQEBATQaTWKE8V2PjY2VlZW1t7fPmTOHRCJh0wdFcadOnaqsrAzFUXk8HuEpx5ycnNHRUWtrazk5OSy2DAbD1taWEJyUlBT8k5OY52QyubCwUENDw8nJKTY21sjIyMDAIDU1VVFREd/X2NhYRkaGSCTy8vIaGhoKCwtzcXFpa2szMDAwNTXFolRXVzd79uySkpLu7u6AgAAAAIfDwaw9e/bMxMSEz+cPDg76+/uHh4cHBwdPmTIFCgvgE7iqqkpXV9fGxma84Pj6+vL5fHE/8WCpMjg4ODo6qqmp2dvb6+fnB+V4sHyj0Wj4HsUzHKOvr6+2tpbP53t6euKPKSzgTU1NjY2NbDabsGNWVlZ3d/fLly/r6urgFnxYUlNTORyOp6dnSUkJh8OZPn16c3Mztm95eXlXV9fMmTN5PB6WD/CjsrKyvr4+oVB44sSJyspKY2NjPT295ubmadOmKSsrFxYW/ss69QgpoDPLycjNmzdnzJjB4/HYbLampubjx49VVFRqa2uDg4NnzZr1448/ZmVl+fn57d27FwCgrKx87tw5qGF98eJFzEh4eHhxcXFAQMBPP/2EN/777793d3d7eHjU1NQAAHp7e3/66ScvLy8qlQp3/+yzz5ycnEQi0bNnz2xtbeFGLS2tBw8eSHHj4MGDRkZGbm5uP/zwg6Gh4b1794qKivz9/Xfv3s1gMJydnT09Pe3t7SMiIhQUFNzd3YuLi8UHrqOj8/z589HRUQUFhaioKDqdnpOTY2xsDAXBLS0tDQwM5s+fDyslACA3N9fPz2/37t14Iw0NDbGxsf7+/h988AEAwM7Obu/evVC/7dq1a/iW+BBhPvv6+q5atYrP52tqasL2EiOM7/rPP/8EAGhqan777bf46RMIBNDzgYGBxMREcXHUEydOqKiozJw58+jRoyKRCIvt999/T4jMjh07LCwsLC0toZYv3nNtbe2kpKTm5mYKhQJ/Wm3evNnPz4/H4+EXPtuxY4erq6uzs/MXX3yhrq5eUlKSnJzs5+d39erVrKwsLErKysoffvihqalpTk5OQUGBSCTCW9PU1Dx48KCVlVV6enphYeG8efPU1dXnz5+Pr5RtbW1nz54NDAyEEg3jBWd4eFiinxj4VHFwcNi3b5+JiYmVldV7771HyDdCj4QMx3PmzBk7O7vU1NSEhAR8MsOAFxYW3r1719vbGxOfwnBzc4MCs1DrihAWGxubM2fOjIyMxMfHm5mZ6enpPXjwACoP1NfX6+np2dnZffrppwoKCjAfMLNWVlZXr14lk8lQfMrPz8/MzOzs2bNqampKSkrp6emYmiDirYOK5WREQUHBz8+vra1NXV0d003V0tKyt7cnkUgCgcDd3Z1KpcKbHAwGw8rKikQiLVmyJCgoCDNy8+ZNZWXlzMxMbW1t/O2QoKAgeMZgZmYGcCKu9vb2f/75Z2dnZ0dHB7yEtXLlSmVlZaifgilwjudGaGhoV1dXeXm5srIylUql0+nu7u5ycnLw1z2mk+ns7Lxr165NmzYRToIhJBLp888/Dw0N5fP5PT09QqHQ09NTUVERfmXgBVQhnp6eWBcYRkZG8AsRypjR6XRdXV2oLob/vU8IkUAgwHym0Wjm5uZMJhPKqUiMML7r1atXt7W1sdls+D2Inz7ouZqaWkpKyrJly6ZOnYp34MGDBxYWFgAAS0vLFy9eYLGl0Wj4QXV3d0OpW0VFRXgSj/ecx+Pt3LnzyZMnXC7X3d29o6Ojs7MzLy+PTCZjSz5VV1d3d3crKCjQ6fSOjo6WlhY4KADAihUrfv/9d3yU1NTU6HQ6k8lsa2urqqrCW9PR0TE3N1dSUmIyma2trRJlV58/f66kpJSZmWlgYNDQ0DBecDo7O8X9xINPFWVlZQMDA3V1dT09va6urvb2dny+EXokZDieL7/8Mjo6Wk5ODjpDCPgvv/yyYMECAMC0adPEMxOOFA6WEBZ1dfU7d+5s2LBh48aNRkZGFAoF06fV1dVVU1PT0NBoaWlpb28nFD9FRUUoHYzJQVOp1F27dv31119VVVW7du0ivJSJeIugmZiM+Pn5RUdH19fXp6Sk4LcTdFMJT/H09fXhX5TGFCzhagnYdgqFAnXp4H1NDQ0NqHrK5/OhmDUm5YrXmMXfp5HohoaGhpubm4eHx+bNm8U/xXQyGxsbU1JSDh48+N1330kcu42NTXFxMZ/Pd3d3v379+owZM/CfEkQ+JcbhwYMHVVVV/v7+VCoVVjuJMrkSQwRbjtceH2F817t27Zo2bZqrq6tIJGppaRGfvvb29nPnzt26dev8+fP4hZopFAqchZaWFqgDJ7FrJSUl7FwHtid4rq2tLRQKnz175uXlxWAwFBUVPTw8/Pz8li9fDvdSVVXFxAi7u7vxedLW1gZ/kElU5RW3RvAQzgj+hjQmeQrPUMcLTnV1tbifeMZLlZ6eHhUVFXy+EXokZDiejz/+ODAw0NTUVPQ/CsP44airq0PReZm3/MXD0t/fv2rVqhs3boy3i5ycnERZBgg8QMrKyng83rx58+BqM2pqahNxBvHvgIrlZOTKlSu5ubm2trbwumVJSUlTU1N6enpMTAxc/y8yMjIrK4vFYsFVpYqLi8vLy2/cuAEVOGGDw4cPh4SE5OTkxMTE4MWATp8+HRwcXFxcnJ+f/+TJkxUrVvB4vMzMzBs3bpw/f15JSem99957+PBheno6vOJnbGxcVFSUl5eXk5NTVVU1nhvHjx+/evVqbm4uFOesr6+PjIzMyMiora0tLi6eMWNGaGjo0NBQXl7e7du3ORzOmjVrAAALFiyora0lDN/Hx0dFRWXNmjXFxcWKiorDw8NpaWnx8fEAgBkzZjx69IhEIol3ge0uEol6enrS09O1tLQyMjLS0tJqamqKi4sjIiIqKirgGiYQfIgaGhowg9XV1UVFRREREeXl5W1tbYQIi3dNJpPr6+tjYmJUVFQaGhqw6Zs2bRr0vLe398KFC/X19WvWrMH/cDl37lxQUFB6ejqNRps5cyY+tvhHoJWUlD7++OPw8PDMzMzxJnfTpk01NTVkMllLS2vhwoVPnz5NS0trbm6OiIiAwVm5cmVERMSLFy82bNgAv4WzsrJKSkrS09P37t2Lj1JZWRmLxUpJSYmPj1dTUyNYKy0tZbFYaWlpcE1NBoMRGRmJvym+bNmynp6e1NTUiIgIgUAwXnB8fHzwloeGhghi4oRU6ejoyM/P/+uvv3bt2kWn0/H5RuiRkOGYQSggDFcYLS8vb2lpIQR8z549aWlp8AJ1cnIy/nw3KSmpurq6srIyIiIiNzeXTCbjnX/w4MHhw4c//fTTmJiYCxculJWV1dXVJSQkAABUVFTy8/NDQ0PXrFkjEolgPmAHaUZGRlVVFYvFsrCwKC4urquro9FoJBJp5syZ8MdTfHw8fr08xNvk39TWQ0wQoVAoUUhTIjk5OT/88AMUpRRHooKlUCjkcDgcDgfTriQ0Gx0dJSjTCoVCKD0q3W02mz3ep7AvoVA4NjaGedvX19fc3CxuB/5BUNHE25EOj8cbGxsTSRWSxRhPgBRDeoQhcOCwO/Hpg9slzqlQKJyg4CqU6h4YGMCmRorGL2EGsY1QiFUkEp05cyYlJWXiXYtbw5Cor4u3LCU4eMvFxcV4C4RUWbp0KSYkizXA5xu+R/EMl+iMRIaHh/l8vsysEMkKCwbB7fGAIv7Q4aioKJntEf8y6GnYyQiJRJJyxYZATExMaWkpm83GP2SBIVHBkkQiERoTmhE0LeGnMtehJZFI8AaMRKBNeOMH6720tNTb21vcDvxD4g2biWh4Yo+8TkT7bTwBUgzpEYbAgcPuxKcPbpc4pyQSaYKCq3DghBWM8Q3w4ZIYJWxjf39/UVERh8MRD76UrsdDor4uflBSgoO3DC/7Y+BTJTExsaOjo6qqCi5ShjXA5xu+R/EMl+iMRKAdmVkBJqxsjL+uIwU4fX/++aeSktL06dMnsgvi3wTJ3SEQCAQCIQN0zxKBQCAQCBmgYolAIBAIhAxQsZyMhISE+Pv7//HHH9jLdjU1NQEBAeKKJATOnTv3448/Dg0Nbdy4MTY29p/3lAiLxfLz85Pp56sic/hvRVezq6vrwoUL4tsxZ9LS0sLCwv5Vn/51hoeHP/nkkzdMNonzO14aT2SupUT+66+/lqmcPB7x8fGrVq2aeHvxISQlJb3zzjv4NmVlZRO8c4x4u6BiORlZuXJlbW3tunXrsIcUTE1NTUxMZB7k77zzTm9vr4qKiq+vL/a65L+Jubm5kZHRa38ZjYfM4b8VhVJVVVUPDw8pzhgZGUHBh/9ilJWVAwIC3jDZJM7veGk8kbmWEvnAwMDXftPf39//lR7yEB/CrFmzCM/7iKtRIiYn6GnY/wBSU1Pl5eWxo7SwsLC3t9fMzMzAwGBgYKC2tnZ4eFjiOhgVFRXNzc2GhoY6OjrZ2dlQLg77tLq6uqurS1NT08LCIisrq6+vz9zcvKqqatasWfCJwYSEBIFA4OXlhX+wUCAQpKeni0QiqFL94sULqAOnqKiIf08uLS2NzWY7OTkNDg7W1NR4e3tjDy6+ePECutHV1TVnzhwAQGtra1lZmba2toODg3i/+OGz2ey8vDwajaalpYXpy5eXl1+6dGnKlCnW1tYmJiY9PT0VFRXiSrkvXrxgMpkODg5Pnz51cnKaPn16amoqjUajUqlOTk4EHzCw7TY2NnFxcSQSac6cOVFRUaqqqjQaDb6K19TU1NLSMjo66uLicu3atYKCAgMDg3nz5hUVFWlpaQ0PD4tHaWBgIDs7m8lkNjU1+fv7YxEOCQmZPn36yMiImZmZoqJicnIyjUbz9fUlDBw/d1D9YM2aNaWlpdXV1atWrcIb0dDQyMrKEgqF06ZN09HRwQ8Tc9vNzU3iE7nwBURXV1dNTU2JGVJSUjI8PDw0NIQJ1hCmuK+vz9fXNzc3d2xsDOpL4D2Xmd4Ef4RC4enTp7Hw4oepqqpaWlra2to6Z84cCoUyXuShMq1AIMjNzRUfTn5+/vDwsKqq6ujoKPYzSDzlGhoaysvLsb1yc3NHR0fNzMyYTKZ4jmHOj4yMZGVljaeD39LSUl9fb25uDqWypAQB8bZAZ5aTnR07dkybNs3BwYHFYgEAoqKiMjMz/f39T58+DQA4ffq0hYVFdXX1o0ePxPc1MzM7f/48lNRKSEiYMmUK9lFKSkpMTMyMGTMKCwsjIiJsbW2/+uorHo9nYmJy9OhRAMDhw4d1dHS8vb0J+imbN292cnLy8PCA74Y3NjZev37dy8vr0qVL+IUarKysvv/+ey0trZGRkcbGRvwj/lpaWnv37jU1Na2trY2Kiuro6Dh27Njs2bMTExPr6uoI/RKGf/HiRQ8PDwcHh8LCQsygpaWlvr7+/PnzTUxMent7v/32W29vbyaTCcVI8f3evXtXXl5+aGgoOTk5MjKSQqG4ubmVlZURfMB2wW9vamoyNjY+efIkn8+Pj483Nze3tra+cuUKAODXX3+F6ne9vb3+/v5mZmbwR4COjs6DBw+UlZUJURIIBNu3bw8MDDx9+rS7uzsUFIRoaGh8++238vLyLBbrk08+8fHxUVVVDQ4Oxg+cMHf6+vr379/ncDiWlpaXLl0iGLl8+fLAwICbm9uZM2cIw8Tc7u7uFk+elpaW0NDQOXPmvP/++wAA8Qz5448/mpqaPD09xWUlsCmuqqr69ttvHR0dg4ODW1tbCZ7LTG8CZDIZH178MB89esTlcqdPn75z504pkZ86deqjR49GR0fFhxMUFNTd3U0mk9PT0/E6eYSUa2ho4HA42F6nTp2iUqne3t4XLlxobW0l5BhmhMPhbN++3dvbW11dXVx4FgDQ1dXl7e195MiRlpYW6UFAvC1QsZzU9PT0sFisKVOmyMnJGRoaAgCCgoJUVVUzMzMNDQ17e3v37NkTHx9PJpPx6swYVCp1z5499+/fr6+v37p1K/76z88//wwloQMCAq5cuaKkpKSlpWVpaamrqwtlwEJCQoaGhgoLC6HaC6Smpqarq4tOp0Odkfz8fC0tLScnJzKZTPgW0NDQ8PPzy8rK6ujo+OSTT/Be6ejomJmZqaiowL6ePXtGp9MzMzN1dXUbGxvx/YoP39vb28fH5+jRo76+vphBvGbskydP4M95IyMj+HWM7xf+AZdxcHZ23rdv38cff+zk5ETwAduFsH369OnHjx9fu3bt0aNHGQyGgoIC/BGgoaHh6+tbVFRkYGCAiXwCAPC6vvgoCQQCOTk56LOqqir+nT8dHR0jIyN7e3t1dfW2trbCwkIulzs0NIQfOGHuqFQqPLFTUFCArzBiRtzd3X///ffZs2dTKJRTp04RhoN3Wzx5pk6d6uHhER8fD5fgEM+Qq1evQiVV7BxR4hTD6dPR0eno6CB4LjO9xb3Chxc/zHfeeaevr6+lpQVO33iRh39IHM7w8LCGhgaNRuPxeHgFV0LKqaurW1lZYXvdunULXopwcXF58OABIccwwsPDLSwsqFSqrq6uxJN4qNPr7u5+//59mUFAvBVQsZzUKCkpYb/6Rf9bFPSLL75QVFT84IMP4HoFAoEAHr0EAgIC4uLiGhsbCRLeGhoacJnDtrY2iaqkDAbDxcXFw8Nj+/bt2F6qqqpQnRwA0N7eDr93xlNS3bJly88//yxdWEAoFGLCnqtXr3ZycsL3Kz58eXn5zMzM+fPnE5ZSwbRnNTQ0sJpNuN2FdQoHXl9fn5SUdPTo0SNHjhB8wHYR387n852cnAirZHh5ecXGxrLZ7BcvXkBPmpqaCCcQ+CHTaLQZM2ZERUV988034m/0w4KHqY96enp+8MEH+IFLmTtMwhd78V9VVRU+ODMwMEAYDt5tIKZB+ueffxYVFQUEBCgoKEiU2FVQUIBf5RJv40lUmiV4LjO9xc0SwosNc+fOnfr6+t7e3uIHwnj5Sdju6OjY2dnJ4XC2bdtGaIZPOcJe8vLyY2Nj2IgIOYahrq7e1NSEH+l4aGlpyQwC4q2A7llORkJCQths9t27d9etW7dt2za4lmRtbW1ISMjhw4cvXLhAoVBaWloWL15MJpMrKioaGxtbWlq6u7vT09MxYU9VVdW5c+fKycktWrSIsIgjAODIkSO//fYbnU6Pjo4+duwYlDnNy8urrKysr6+vq6s7derU5cuX4VK3cA0HAIC2tva6detCQ0Pl5OQCAgJ0dHTS0tKUlZWtra3Ly8ujoqLmzZtXU1MTHh6+atWqqVOnikQiguAnAABqrrJYrLi4OA6Hc+7cuaysrOTkZB6PZ2VlReiXMPycnBwOh6Opqblw4UK8zYCAgHv37pmbm69YsaKkpCQjI6O8vPzkyZP4Nvr6+qOjowUFBXC1y+Hh4dLSUldX1/Xr1y9duhTvA6aSg99uYmJy7dq14eHhI0eO2NvbDw0NwQvgZWVlV65c2b59u5mZmZubm6qqamVlZX5+/tKlSx8+fFheXt7Y2EiI0pYtWwoLC+GaFRs2bMA/JRQeHg49nD59+ooVKx49eqSvr6+oqAgvtMKB29jY4OcODj8xMVFeXn5wcDA5OTkzMxMzcv78+fPnzy9YsKCrq4swTLzbSUlJN27cuHXrFuaJSCTq6+vLzs7W1dWNjY2dPn06IUPOnz9/586dgICAjIwMKpU6Z84crPDjp3h4eNjX17ewsFBeXp6QdYqKilLSOyAgAJ/G0LK5uTkW3j/++AMbJoVCgeq+2traVVVVlZWVEiMP8zMuLk5bW5swHBqNdufOHXjmvXv3bqxHfOTFD5OLFy/euHEDFtrNmzfLycnhc2zhwoVwCCdOnEhMTMzOzobrpGZnZ7u5uWGhnj59ekJCgra2dn19/bfffrtw4UIsCEuXLp349wbin+VtaOwhXg0ejwfFKjGFSbxwJZTElKh1KVNnUqYCrUTtUB6PJ1OgdWRkRHrX0jvC/xc/fKFQODIyAnVfCeBdGh4eHk/8c3h4mMvlwgYCgQCv+DqeUKpMAVWC3qlQKJQuGfr06dPk5GSRSMTlcj/88EMpLXk8HlReFR84Ye7YbDbU75UYHPwQsL8JbsPVK/FgoqZSlFTZbPbIyIh04VwCBM+lp7c444VXpuirdPbt2wfFdbOyss6fP4/vbryUwyA4jOUYoRnc0tfXJ1H0mNB+IuK0iH8TJHf338y9e/cAAHZ2dnZ2dv9y1wcOHJgzZ46tre14j//9X6a+vj46Otre3p7H4xUVFRGu+70V2Gx2dXU14Ung/1P8+uuvVlZWNBqttLTUy8vL0tLybXuEmFygYolAvB1EItFEdN4R/yZoUhDjgYolAoFAIBAyQE/DIhAIBAIhA1Qs/+NJS0vDv8lQU1MTGBiIveBBYHh4+NNPP42KipL4aUVFxZ49ex49erRly5Zvvvnmr7/+2rhxY3d398aNGxMTE/8Wb+Pj4999910pDd6Kyut4JCQkrFy58p+zf/fu3dLSUpnN/oWYnD17lvDw8L9v4U3A6/FihwO2MSgoqLq6+p/odyKWIyMj165dK70N5qrMAwTxtkDF8j8eIyMjvKqWqampsbHxeDKqysrK/v7+4ymSwyfXV61apaSkZGFhsXr16k2bNo2MjPyNSrP+/v7SlTnv3Lnzt3T0t+Dn5/eP3sGys7PDyypJpKamJiMj45/zAbJq1ao3fP/9zS28CVjaYIcDPm6Ojo4ElYC/i4lYnjdvHp/Pl94G81/mAYJ4W6D3LCcjAoEAE7rs6ekpLCxUUVHx9PSMjo5mMpn29vZ5eXlQEpPJZEIZTLgjQWYTCoFqaWk5OjoCnJLneKvAT58+HXvFEOLo6AhPUnk8Xnp6upycnKura3V1dXZ29ty5c6FwaG9vb3l5OZVK9fDwENcpBQDU19ezWCw9PT04IgBAY2NjWVmZj48PXs1EKBSeOXMmPz9fX1/fyMioublZT0+vublZUVHR0tKyoKAASk5nZGQIBAJPT0/C6/yjo6PJyclycnJ+fn6pqakcDsfNzY3FYvX19QUGBvL5fOxTTOa0urra19e3rq6uvr5+7ty5g4OD4eHh8J05bW1ta2trvH0olOri4sJgMFJTU0dHR6dNm8bn8/G/VNLS0oaGhqZMmdLZ2enj4yMvLx8SEmJmZsbj8UxNTVVVVfHOs9ns8vJyBQUFTU1Nwkxhaq4UCuXrr792cHCg0+murq5QzJZCoTg7O4tPH5QCFg8aiUTCG8fAS9rCLaWlpS0tLXPnzoVJiHlbW1sr0TJB6YJgAZ8Y6enpQ0ND+vr6LS0tULKnsbFx5syZ2Ev3/f39hOATgoyPPwCgr68vPz9fU1PT3t4eSxtMj7enpweLm62tbVVVlba2tpqaGiFXk5KSFi1alJeXZ2FhASWEoCgrnKywsLCZM2c2NjZ6e3sXFxePjo5yOBw/Pz98ykHLfX194qYIVFZWdnR0YHlbU1PT2dmpoaFhaWkZERERFBSkq6sL1Q3HO0AQbxf0E2Yyggldbt++XVtbOyMjo76+HgBQVlY2ZcqU06dPQznK8+fPt7a2QhlMAMCOHTtMTEwcHR3hdSG8EGh1dfUff/zR2Njo6ekJTUlk2rRphC2KiopQwSsuLs7DwwMKbBobG9+5c6empqaoqKivrw9qserq6n7zzTf6+voPHz7E65SyWKzff//dx8fnzJkz8Eu5oaFheHgYU9fEIJPJs2fPhsqfpqamR48eNTIyamxsrKqqgkLeOjo6W7ZscXR09PT03LlzJ+HZNKikqqamFhQUZGtre+7cucHBwaSkJENDQwqFQvj00KFDPB7PyMjonXfe0dbWZrPZ9+/fV1dXr66ujoiI8PX1ffr06fPnzzHjmFDq+vXrAQAODg579uyhUCh5eXl4HxwcHPbv36+np+fi4rJy5UqBQKChofHdd98pKipWVlYSnKfT6VwuNzk5mTBTUM3V3d391KlTDAbD3d3d3d3dxcUFE7MtLi6WOH0SgyYSifDG8e0xbdjOzk4AQGpqqqGhYV1dXWRkJAAA7+20adMkTgfBAbwFQmKYmJicOXPG3Nz8zp07ioqKmpqa5eXleHka8eDjg0yI/9DQ0I4dO/z8/PLy8ioqKrC0Af+jCouPm4KCQmtrq3iuGhgYPHr0KCsrKzAw8IsvvgA4ZdqTJ0+qq6tXVlY+efKkp6enqakpNjbW3d29oaEBP17MsrgpAs3NzVpaWq6urh999JFAIEhJSYmOjp4xY0ZRUVF4ePjcuXMZDMb8+fNhpRzvAEG8XVCxnIzAlbbgQgQkEmn79u0hISFCodDW1lZbW/vmzZv29vYAAFdX1wcPHsDTSiizqaenR6VSodQnJgQ6ZcqUxsbGq1evQtWb11s0asaMGWQyGYrJUalUBQUFa2vrjRs3hoSEQINGRkaRkZHiOqVcLldDQ0NOTo7H42lqagIA1NXV4Tlia2sroRdM+VNOTu6DDz6IjY01NDTMyMgYGBhYuHBhY2NjZ2cnVKYlk8n5+fnYjlVVVZiSKpvNVlNTu3fv3meffbZ8+XJLS0vCp0pKStra2lAXVEFBgcFgYM5oamrCE8pVq1ZBkXQIJpTK4XCEQqGysrKOjo6hoSHhXhSdTtfX19fS0tLQ0FBRUcnOztbR0TE2NraxsdHW1hZ3Hr6ESpgpqOZKJpPPnDkDACCTyRQKhUQiQTHbjz76yNXVVeIcSQxaWFgY3ji+vYaGxqxZswoKCoyNjQEAtra2UM21tbUVnvdg3paUlIhbFpeFwlsgJIaurq6uru7g4KC9vX1YWFhFRcXnn39O2J0QfHyQCfGPiIiwsrIik8kbN260traWqMeLxQ0AAE9GCS5RKBQNDQ0XFxcymQwvk2KirCYmJl1dXTo6OqampsuWLTM0NMzKylq8eLH4FVdoWdwUAS0tLQaDoaSkJCcnl5OTg9fIvXr1KplMxsSNgdQDBPEWQcVyMrJr1y680KWGhoaysvKDBw/gAUaQo4S7SJTZxIRA4e9rgpLnK701JC6wCa/limuxEnRKmUympqZmXFzc1atXxzOFAb/vWltbOzs7V69eff/+fXl5eWVl5ZiYGCcnJ4nKtBC8kuqGDRsAAH19fe+9997PP/8s8VOJyqV4T9ra2vDfjA8fPiwsLAwICFBUVIQin5gq6Xi0t7fDL27YUorzhJnCq7kCnOwtvGx47NgxwmoqeMSDRjCOb+zl5RUXF8flcqE2LD4U4t6KWxbvnSADS0iMdevWHT9+fOXKlXBNK6yxOFjwsSAT4s9gMDAV3IGBAXzaYEawuGFbJOoGQzfg7GOirLt374bXP6ED7e3tJ0+evHfvXnBwMEH0VXz4MhdzZTAY4uq+sKhDb6UcIIi3CCqWkxEymdzY2BgREcFkMisrKwEAW7duLSgogJetoBxlZmZmZ2fn+++/Hx4eXlZWNjw8DGU2s7Oz6+rqQkJCli5dCq9DQn1OqORZWlqalZX18uVLLpe7ZMkS/JcLRmhoaGlpaVJSUkJCAgBgeHg4JSUlLi6OxWKVl5dHRERUVVU1NjZCeaAVK1ZQKJT09PSbN2/ChyGhTmlERATsXVlZ+dmzZ48ePTp+/Hhzc3NGRgaLxcrLywsLC6uvryes7gQXdcrJyYF3mGg0mrOz83vvvQeXzcKUaaOiogICAvAXjRkMxooVKx4+fJiZmVlXV/fnn3/u2rXrww8/rKurO3r0KIlEwn+K96Guro7FYkVEROTl5cFv0pycnNLS0hcvXvz444+ZmZlVVVUFBQUCgaC/vx8TSk1OTmaxWPg1mDC6u7tzcnJCQ0MXLVpkZmaGab1KcV58ps6fP5+Xl5eeng4A8PT0DAsL6+vry8vLu3Xr1sDAAFwza9GiReJLzYgHjWAc3/jKlSs5OTlmZmbu7u5hYWGYmmt6erq8vDzBW3HLBAgWAgMDCYkxd+7choYGExMTGxsbwq1xDHzw8UEmxD8gIIBKpSYkJMTFxcFbjFjawMOhq6sLixuWwIRcra2tra6uDgsLy8vLq6urS09PP3z48NOnT3Nycl6+fDk6OpqRkREeHt7X19fX13fhwoXa2trFixdjP0/xh4a4KcK4GAxGdnZ2TEyMu7u7mZnZkSNHkpKSYJ5AdV8mkxkXF6eioiL9AEG8Td6Oyh5CFuJClwQ9SYnSkVBmc3BwEJPZJAhOQiVPaPxvhKDFCq+V9ff3j42NHT16dGBgQCQS9fT0bN26VaYpvPInZhM/dinKtJiS6mt8Crly5UpERIREMdiJCKWKRKKFCxcKBAIpHmIfDQ8Ph4aG/vnnn9h/8S3x/4W7EMRsORxOTU2NeBcSgyZxRARtWOnejmdZOoTEgH+Pt7uU4IskxR/fUqJgrMRZkKIbDBlPlFWmkLJ0xsbGCP4QDMrUW0a8XdDTsJMUuFAi/r0FwgPlEp9ohbeR8FcICU/T4Rdh/hsh9ALPgOFCmG5ubomJiUwms7e3NzAwUKYpEomErbuJDR8/dvFbZRP5SOanAID+/v68vLzm5maJfop7JQ58WqekpATeVJbiA5fL3b9/v4GBAbYCGiGG+P/C63Jw2U7soZicnBwfHx/xLiQGTeJDlSQSSfrFZELEJFqWDqFfaEHi7tKDDyTFH28cnzYYEq/0yny+dLxnxWVeeJcOhULB7kpKNCjlujRiMoDk7hD/BiIkuYlAIP6TQfcsEf8GqFIiEIj/aFCxRCAQCARCBqhY/pcQEREBX4qYIL///jvhrbvX4+jRo/D1DIzk5OTo6OhX2kUik0oktqOjA776cubMGfj643iUlZUFBARIt/b1118DAOLj49esWYNt7OvrW7duHf7l0YlTWVkp8f6lRCYy9UNDQx999FFqairm7d+OzDwRp7e3959T1BscHOzp6YGv60wGJniYIP41ULH8L2H+/PmvVF0cHR2hRMAbsmzZssHBQfwWY2NjU1PTV9pFIrdv335T5/4+1NTUoBTAihUrpLxpBwCwtraWKRYKn2Hx9/fHb9TQ0PDw8ODxeK/hnoWFhZ6e3gQbT2TqVVRUfHx84MuIE3ks6zWQmScEBgcH165du3XrVuxdyTcnPDwc+3v37t3r1q07cOCAn59fe3v739XFazPBwwTxr4Gehp2MjI2NlZWVtbe3z5kzB97tg5LQFhYWGhoaLS0tNTU1+vr68F09Npudk5Ojr6+P7R4fHy8UCn18fPLy8oaHh42MjOrq6mbPnl1SUtLd3R0QEDA6OlpdXT116lRlZWWCNYy+vr7a2lo+n+/p6Tk0NBQaGurt7V1XV8dgMGxtbQEATU1NjY2NbDab4HxJSQmTyZzILs+fP586daqFhQVsaWBgkJqaKicnp6io2NzcHBwcPGXKlICAgLy8PIFAoKurS6PRWltb2Wy2m5tbe3t7Y2MjVLrBggZf63RxcaFQKFVVVXV1dV5eXioqKs+ePTMxMYEv1RBKFD5cNBoNH43h4eGCggIqlaqnp9fd3Y2vkZ2dnYWFhRoaGk5OTrGxsUZGRhYWFnibTU1NDQ0Ntra26urqhGECAJqbmwk+FBUVjYyMiAvcFxUVjY6O8ng8BweHly9f+vj4QJHbdevWUSiUysrKnp4ePT09KMHT09OTl5dnb28PhYEgUGFVU1Ozt7fXz8+Pz+fDqW9vb8/Ozvbw8KitrXVxcYGvDzY1NVVVVenq6trY2GADgd5mZGTAXILL2sAHZbHQ8Xg8LFaYMmptbW1qaur69etzcnK6uroWLVoErbHZbF9fXyl5UlNTU19fr6ur29PTM2vWLGhNVVV12bJllpaWUDQHADAyMhIREUGj0ebMmUOj0QoLC1taWgICAtLS0kgkkr+/v0AgiIqK0tHRcXFx6enpyc7Onj17dlFREYVCMTc3T0hIOHr0qFAo1NfXd3BwWL16dX19/eeffx4REXHr1q2vvvoqJiZmYGBg1qxZ2tra7e3tubm5zs7OHR0dHA7Hy8uLx+PFxMSIRCI9PT0o0dDQ0JCbm+vt7c1kMktLSxsbG319fTMzM/X19fGyWa99ZCHeLujMcjLy559/AgA0NTWhVsuFCxf4fL69vf358+fhf2fNmnX48OHBwUE2m717924fHx8qlcrhcAAABw8eNDIycnNz++GHH+zs7Pbu3UulUpWVlT/88ENTU9OcnJyCggIFBQWo1EywhvfhzJkzdnZ2qampCQkJKioqtbW1wcHBs2bN+v777wEAhYWFd+/e9fb2Fv+Zr6mp+fjx44nsoqGh8ddffykrKzc0NBQVFUVERCgoKLi7uxcXF8+bN09dXX3+/PmKiop2dnZffPEFjUYrKCiwtLQ8deqUurp6R0fH6Ogo/iWEzz77zMnJSSQSPXv2rKGhITY21t/f/4MPPoAuHTx40MrKKj09vbCwEO8tPlyEaFy5csXT09PKyqqkpMTKygpTIAIAaGtrZ2VlNTc3UyiUpKQkqC+IARW3vb29d+/ePTQ0RBimnp7egwcPBAIB1v7333/v7u728PCoqanB2xkYGEhMTISSpCoqKjU1NSUlJfr6+vfv3x8dHc3Kynr27JmXl9fly5dh+9zcXD8/v927d+ONODg47Nu3z8TExMrK6r333sOm3tjY+LfffuNyuX5+fh9//PHg4GBbW9vZs2cDAwOfPHmCXe3EvMVySVVV9dq1a4TQ4WOFdW1gYHD37l0+n29ra3vhwgUAwM2bN2fMmMHj8dhs9nh5Ul5e/uDBAzc3t19++QUWj/EoKChobGzs6+v7+OOPAQACgeDChQsikSgkJATKJrz//vuNjY23b9/+5ZdfhELhr7/+WltbOzY2dujQIaFQODY2Bv/F5oLL5ba2tv711182NjaDg4NhYWHy8vJr167l8/lCobC4uDggICA6OhrK3O/cuXNoaIjNZu/btw8AkJaW9sUXX5BIpE8//ZTH4wkEgtu3by9YsKClpYUgXvHaRxbi7YKK5WRk9erVbW1tbDYb1rM7d+74+PgoKSlBYeVNmzZFRkbKy8s3NzeHh4fb2NiQyWQjIyNYOUJDQ7u6usrLy5WVlel0uq6uromJCZPJVFNTo9PpTCazra0N/I+mJcEa3ocvv/wyOjpaTk4O+qClpWVvb08ikWg02sjIyC+//LJgwQIgSXsdE+eUuQumxA13cXZ23rVr16ZNm9zd3fFqmaqqqrq6usbGxsuXL9fU1HR2di4rKxMIBEuXLsU67ezs7OjogFcyV65caWRkBL+PoGabjo6Oubm5kpISk8kk6G3iw0WIhru7u7e397lz5+DiGPhXVEkk0tatW0NCQjgcztKlS8XfXrWwsCCRSJaWli9fviQMk0Kh4LXuAABBQUHwNqeZmRl+u5qaWkpKyrJly+DiHnB3KpUKzwKDgoLgBdKzZ8/C9lAVnXB6qqysbGBgoK6urqen19XV1d7eDqeeSqWqqKhYWVlRqVQXF5ewsLDnz58rKSllZmYaGBhgiuGYt/hcgqmCDx0+VljXcnJy8F1bJSUlGCIFBQU/P7+2tjZ1dfXx8mRkZASqBWFiwuNhZ2c3MjKSkpKSmZkJAHB2dnZycuJyuQKBYOPGjY2NjQoKCp9//vmFCxeePHmira1tbm4uEonc3d3hz8elS5dOmTJl2bJl2BIuT58+PXv27PLlyxcvXqyqquro6PjixYvBwcGCggI9PT0fHx8rK6t9+/Z98cUXZDLZx8cnLi6uuLj41KlTAICff/556tSpBQUFIpEoKSnJ3t7exsbm3Xffff/99zdu3Ih3+7WPLMTbBRXLyciuXbumTZvm6uoqEolaWlrodDpUZx4YGKipqTl79uy8efMYDAabzaZSqYQip6Gh4ebm5uHhsXnzZiBLBJVgDdPbBAB8/PHHgYGBpqam0AeCBXV1dVh1pL+nK30XgopsY2NjSkrKwYMHv/vuO/A/b5vAB17wr29v3rz5ypUrhDfQlZWVMbXPgYGBBw8eVFVV+fv7U6lUcefHCxchGgCAzMxMT09PvKI6fkcajfbs2TN3d/fxhi8SibS0tAjDFIdCoUAhOkIw29vbz507d+vWrfPnzwsEAoIdBoMBLwaMjIzA9JCpTdrT0yPxzfqWlhYtLS1MRRZehBBvRoghPnQqKioSY4W5BH+1+Pn5RUdHw3XcxrM8ZcoUNTW1vLw87EeAOHl5eZmZmXv37vXz87t+/bqVlRXc/uGHH167dg3+GlBVVYWHBhTKAf8jhjA8PIylCtzyxx9/wP+uWbPm7Nmz8EfYX3/91d7efv369ZUrV2IhheLMkI6OjosXL27fvv3QoUMikYjJZM6aNWvr1q0//fQTtmqbp6enuPN/y5GF+PdB9ywnI2Qyub6+vqysTEVFpaGh4dSpU+fPn589e3Z/f7++vj6fz4eXUiMjI7/88svc3Nzc3Nyenp7KysqysrLjx49fvXrVy8trZGSETCbX1NQUFxcnJSWVlZWxWKyUlBQ1NTUvL6+0tLS6uroNGzbgrWF3qoRCIZlMLi0t7evrKy8vd3NzS09Pr66unjZtWl1dXXR09J49ey5cuGBgYJCcnJycnLxp0ybsJCAiIqKkpKSpqUnmLkZGRkNDQ1BOs7q62sHBoby83MnJCT4jymAwIiMj7e3tk5KSWCxWZmamh4cHAMDExGRwcJDwNaSkpPTee+89fPhQX19fSUlJJBL19PSkp6draWllZGQ0NzeXlpayWKy0tDRNTc158+ZhtRYfLh0dHXw0Ojs7yWQyg8Hw9/fPyMioqqpisVhRUVHFxcWdnZ06OjqffvqpxGWZp0+fHhcXp6ysLBQKZ8+eLRKJ8MM0Nzevq6tLSEig0+mVlZWlpaWnT58ODg728fHJz8/v7++HwwQA9Pb2/vHHH+vXr1+zZg2FQnF3d3/58iWdTudwOM+ePfvyyy+PHz+upqbW2NhoZ2dXX18fGRmpo6NTW1tbXFxsZ2eH+dPR0ZGfn89isXbt2iUSieDUBwYGikSixMREeP4H/Txy5Ag8HbexsUlLS2OxWMbGxtBbRUVFLJcqKira29vxoQsJCWGz2TBW+FD4+/snJibyeLze3t68vLwrV65s2bLF1tbW3t7+9u3bEvNkzpw5jx8/ZjKZDAZjz5492CWQwcHBe/fuqaqq3rt3r76+ftu2bStWrLhy5crNmzc7Ozu/+uqrkydPWltbb9++/dy5cwAAdXX1FStWLFq0iM1mw7q7ePHigwcPqqqq1tbWhoaGLl682NTU9LPPPoP3+2/evNna2vrJJ5/A3PD29n706NHWrVvr6+uzs7O3bdt2/vz5zs7O7u7uEydOAABiY2Pj4+N1dHSmT59OIpEOHz68adOmsLCwnp6eoKCgu3fvhoSEZGVlrVy58sMPP8QC8iZHFuIt8y9K6yFeAYI2rFAoxAu6QoFQgkhmX18f3EJoLBOCtfF8EGd4eJjP54+npTnBXeAvfSgnOzY2hmmfikQicSnXkZERkUgUFRUl0fjo6CgmEMrj8cbGxqT7DxkvtkKhkMPhjCdkOjo6mpub29vbO55ZwhRgwxzPBw6Hw+FwxLVY8QqifD6fy+UODQ1h2r8TCf7SpUsxYVXCdol+yjSI9xBLkvFiBRv09/cLBAKZarQikeiHH36Ag2pra/vyyy9lOkDo9PPPP8f/l/CpuIfSdW7F9WbxXYsL0kppj+efOLIQ/zTozHKSQtCGJZFI+BtjUCCUIJKJ3QkjNJYJwdp4PogD+x1PS3OCu+C1OikUCn5BYLimPJ4zZ854eHgQlprCwKtrYrqmMsWDpMQW7wye6urqZ8+eeXh44NegIECYAumSpHjRV/xG8L8vQcOTHnxYZAY/MTGxo6OjqqoKLhWJUVVV1d3dHRUVNXfu3In7Ke4hliTjxQo2gDcvwQQUVp2dnZOSkrS0tFpaWuAKrNIdwOb3119/zc/Ph88bYxB0aMVlaaXr3IrrzeK7Fm8gpT2ef+LIQvzTIG1YBAIx6RC9upgwj8erq6sjvMODQPxdoGKJQCAQCIQM0NOw/5G8hs6L+C4nTpyAb79hSBQ2i42Nfe+99161O3EkKqi9qqbd62ngvbZyXllZmZ+f36t+9E8gZQhSlA4nMvCgoKDg4GD4au/E3ZCeFZg6oHT+RkW3f0gcUeaBNhF1QzwbN278888/jxw5sn379kePHu3YsaO5uVn8SERMQlCx/M+jpKTkVRVEJe4irtwmUdgsMDBQytsIE0eigtqratq9ngbeayvnWVtb49VwJvjRP4GUIUhROrx7965My3FxcRs2bHj33XdfyQ3pWYGpA0rnb1R0m8hIX5WJHGgTUTfEgIp9a9assbS0pNPpq1at2r9/f1NTk0wNRcRkAD3gM0nBhMRqamqam5unT58+Ojra2Nhobm7+/fffz5gxQ0FBgU6n5+fn+/r6tra2Ojo6EoTruru7i4uLtbW1p0yZgu3i4OBA6KiwsLC3t9ff3x8TNgOS9Mbq6uoqKysxnTOM/Px8Pp9vZWU1OjpaU1PT29u7cOHCFy9e6Orqurm5iev2AZyCWnl5+dWrV6dMmWJra1tZWUkikebMmZOenk4ikfBvhmAaeFQqFbZ3cHBoaGjANPDa29vF+8Wk76KiojDlvOjoaLzyHJfLxQeQIPaWkpIy3tMuhI9YLFZ3d7eOjg58PRGLvK2tLUHrjs/nZ2RkQNE1Z2fnwcHBioqKgIAAGo3G4XBSU1MVFRVnzpxJ0OcLDw/HhoB/joagdIiPtkgkOnHiRGVlpbGxcUBAgMSJAADk5eW1tbXFxsYGBgbiR5GamoqFF2rp4efLwcEBdorPCrz/ZWVl8Ns/JCTEwsJiaGjI1tYW/7gKQdFtbGwsIyNDJBJ5eXlVVVW1tLRMmTKltbVVVVVVT0+voqJCW1u7rKxs9uzZBQUFDg4OTCYTU87z8fE5e/YsNlJ8j2QyGXMJAIBXQMTU+whKkJiHPT09+KMGr1GHz0nsFZ38/Pzu7m5fX9+KigqoUIjXZ8Bwc3PD/9fAwEAgEMDfOtiRCCTpDiLeOujMcjKCFxIzNTWNjIwsKirKysqi0+nGxsbOzs6enp729vZGRkY3b95sbm6Gv3/xUm2Dg4P79u3z8/OLjIwcGxvDdiF0lJqaam5uDkXgMGEzcb2xmpoaoVCI6Zxh/Prrr4WFhe7u7vv376+trbW1tb148SIAQEtL68GDB0BMtw+CdWRpaWlgYDB//nwjIyNFRcUXL14AAPLy8jDJGwAAXgMPa6+vr4/XwBPvFy99h1fOIyjP4QNIEHvbsWOHhYWFpaVlfX09IWiEj5KSklJSUmbMmBEbG5uVlYWPPBQVwvdoaGh47969oqIiX1/fVatW8fl8TU3Na9euiUSizZs3+/n58Xi80NBQgj4ffgiYG+JKh/hok8lkPz8/S0tLeK1Y4kQAAJycnODLkYRR4MOLNcbHn5AVBP8xdUAlJaWffvqJQqHgwyiu6LZjxw5XV1dnZ+cvvvjC1NT02LFjZmZmsPzo6OhkZ2fb2NjAuPn7+0M9P0w5b2RkBD9SrMe6ujq8SwQFxPGUIDEnGQwG/qjBa9ThcxJrHxsbq6mpOTIygikUAjFUVVXFH5+Gv0XwR6JE3UHEWwcVy8kIXkiMRqOdPn364cOHenp6UECETCZTKBQSiSQnJycnJ2dnZwe1MfFSbREREba2tiQSac+ePUwmE9uF0JGtrS0mAocJm4nrjWlpaZmamkKds7KysosXL168eLGlpeXatWurV68GAEDJEmVlZQUFBYDTsSPo9kGwjuBz/1DTzsfHp7GxUSAQWFlZ4YW+8Bp4+PZ4DTxCvwTpO7xyHkF5Dh9AvNhbYWFhY2Ojtra2oqKirq4uPmLd3d2Ej65fvw7PNmbNmvXLL78QIk/okUql0ul0d3d3OTk5Go1mbm7OZDJbWlqqqqo6Ozvz8vLIZHJvby9Bnw8/BAxxpUNCtCkUCplMlvgRBgwpmUwmjAIfXkJjzA18VhD8x9QBtbW1p02b5ubmhld5JSi6VVdXd3d3wyslHR0dXV1d7777bkpKCtR2qK2t/fDDD+Xk5LC4QT0/vHIefqRYjzQaDe8SQQFRihIkBv6owWvU4XMSACASiY4ePers7Ozi4kJQKJw4+CNRou4g4q2DiuVkhCBZx2azlyxZcuvWLXiXCH4p5OXlAQDk5eXhdVGCVJu8vDwmrjYwMIDfBY9EEThxvTF8MwMDg8WLFy9evJjBYNDpdHglDXsOArbEuibo9omPFH4TQceWL19+5swZ/PoMYBwNPNge/8Yevl+C9B22V35+vrjyHBZAvNiblZUVdtJDeFxcSUmJ8JGGhgbspa2tTUNDg8Fg4CMvUesObsRHlcFgKCoqenh4+Pn5wfpEmBq8+B9EXV2doHRIiDac9LKyMh6PJ3MiCKMA47wQiY+/dP8xsDcs8Z7jFd1UVVWh2h8AoLu7W1lZec2aNbdv32YwGBwOp66uDis8eD0/vHIefqRYjwSXpCggjieFiD9q8Bp1OTk5+Jyk0Wj79u27du0ah8MhKBRO/F0DvA8ydQcRbwVULCcjUEgsNze3qKgoMzNz2bJlCxYsMDIy2rx5c1NT04wZM0JDQ4eGhqqqqqqrq588eQIAEAgEeKm2OXPmjI2NJScnR0ZGjo6OYrvge4mIiMBE4BISEuAdnYSEBFVV1cePH9+6devHH3/s6elJS0uDOmcREREVFRVsNtvU1NTU1FRBQeHs2bN//PFHaWlpdnY2tGlsbFxUVJSXl5eTk9PW1gZ1+2JiYlRUVMrLy9PS0qKjo2tqamBHAIAZM2Y8evQIfgWvXbu2rKyMsIJHXl7e7du3ORwO1MDD2mMaeOL9DgwMQOm79PR0ePUPKufp6uriBfZCQ0PLysqwAC5btqynpyc1NTUiIkJeXv7jjz8ODw/PzMysq6uLjIzE/FFSUiJ89PXXX8fFxeXk5KSmph44cCAwMBAfeUKPlZWVUJcuIyOjuroarrVSXl7O5/MXLlz49OnTtLQ0eGEAPzVjY2PYEDBPZs+eraCgkJubGxUVBZUO8dFuaGiwsLAoLi6uq6uj0WiEjzAjWVlZlZWVycnJhFEQwouBxZ+QFWNjY3j/8eqAMFB4I3v27ElLSyspKYGKblQqdeXKlRERES9evNiwYYOampq2tjaPx3N3d1+4cCG89wlvosO4QT2/K1eu5ObmQuU8/EixHrW0tPAuif63AiLef0wJMj4+HqrsYoOFRw1Boy47OxvLSTjMvLy8GTNmrF+/vqKi4sKFC/X19VCh8LvvvouJiSHEMCUlJSkpqaSkJCwsTOKRuGjRIiwV8avTIN4y/7ZkEGJiSJesw4ui4ZEogyd9F3FeVW9sZGTkxIkT8AENkUgEv1wGBgbgf2Uqe0HHRkZGhoeH09PTxe0TNPDGGwihX7z0neh/K+dJUZ4jRGxsbGxgYEBcw0z8I4KKG0E0TrrWHd6sFL00cfE/kZjSISHaAoEAav6JfyQRmVp0IqmJJN1/cc/xim7woRjsU7zQo8TdCcp5+JGO59LEFRDxu2N/YwEUz0mC2xMJo0xeSXcQ8S+ARAkQRMLDw0UiEdQbU1VVlfg+CZ6enp4vvvjCysrq0KFDr93p/v37fX19Fy1a9NoWEAgE4p8DFUuEZESvrjeGQCAQ/62ge5YIyaBKiUAgEBioWCIQCAQCIQNULBGSSUpKIrwDIE5eXl5QUNBXX301cbNQrITFYsG3xd/Ew1fl7t27paWl0tu8tsRoUFBQdXU1HNfIyAj2B75NZGTk2rVrX88+gb6+vvXr1+OXnsZ67OrqOn/+PKG9RH/eBKyXhISElStXijc4duwYXu90aGho48aNsbGxUmympaWFhobK7Bqbo/j4+Amq9I2Ojvb09PyNwyfQ29vb09MDpSEQ/62gYomQzKxZswhvwYsTFBS0fPny48ePT9BmTU0N/H43Nzc3MjL6l++X29nZTZkyRXqbO3fuvJ5xR0dHbW1tOC6hUIj9gW8zb948/JsJb4KGhoaXlxe+tGM9qqqqenh4ENpL9OdNwHrx8/OTeMV+5cqVeL1TFRUVX19f7P1XiRgZGUF1C+lgc+Tv7y99NUqM8PBwT0/P58+fT6TxRIByB/Dv7u7uhQsXHjhw4JNPPlm/fj16CuS/FaQNOxlpampqaWkZHR11cXFRUVHJy8sbGRkxMzNjMpkvXrxgMpkODg5Pnz51cnLS0dEJCwubOXNmY2Ojt7e3UChMTEyk0+mOjo7y8vJQbdLU1NTQ0BBvXyAQ4JvV1NR0dnZqaGhYWloCAEZGRjIzM/F1RaKdhoaGqqqqpKQkf39/ZWXljIwMgUDg6enJ4XDwLmHfpD09PV9//bWDgwOdTocq2319faWlpebm5tAsvpeioiL4roWfn9/o6GhycrKcnBxhlY+0tLShoaEpU6Z0dnb6+PiMjIwQQoG5RKPR2Gx2eXm5goKCpqZma2trWVmZlpaWo6MjACArK0soFE6bNq2np+fSpUu6urrW1tYmJiapqak0Go1CoTg7O2OdVlRUNDc36+npNTc3KyoqWlpaFhQUTJs2raqqSltbW/wFfHEqKys7OjqgVwAA+Bqll5cXfrHo6urqtLQ0X1/f6upqW1tbJpOZlZXV0dGxZMmSyMhIRUVFKNjb19eXk5OjrKwMJw4CXweEf2NDw4SEoP+GhoZQRg4q2GH7DgwM1NbWDg8P+/j4VFRUNDU1GRkZYS1HR0fr6upcXFwYDAa+FyypSktLW1tb58yZA39m8fn8/Px8LpeLV/oFABDij1FUVKSlpTU8PPzixQsvL6+mpiYFBQWCIHtERERQUJCurq6Pj4+qqioAoLGxsayszMfHB6r1SoznihUrbt68CV/VhRQWFlZUVDg6OlpYWHA4nISEBH19fU1NzcLCQkdHx6lTp9bV1RUWFgYEBKiqqqanp2toaOjr6yclJfn5+fX09Dx48KC8vPydd96BMrm+vr4bN260sLDYv39/VlaWvb19REQEjUabM2cOjUYrLS1tbGz09fXNzMzU19c3Nzfv6upKTk7W1NTU19c3MzMDAOTm5sLQkcnkmJgYQ0NDNTW1iooKX19f8SXQEW8FdGY5Gfn11189PT3l5OQ6OztPnz5NpVK9vb3Pnz/f2tqqq6t79+5deXn5oaGh5ORkdXX1ysrKJ0+e9PT09Pf3f/rpp3Z2dpqamrdu3YJvZ/v7+588eZJgH98sJSUlOjp6xowZRUVF4eHhHA5n+/btM2fO1NDQgFI149kxMjLS19efNWuWmprali1bHB0dPT09d+7cqaamhncJa89gMNzd3d3d3V1cXOCW9PR0f3//L774gtDL4OBgbGwsJrD5ySef+Pj4qKmpBQUF4R1wcHDYv3+/np6ei4vLypUrVVRU8P3iXRKJRHQ6ncvlJicnd3R0HDt2bPbs2YmJidXV1ZcvXx4YGHB3dz916pSlpaWRkdH8+fNNTEwiIyMpFIqbmxte/xMAYGpqevToUSMjo8bGxqqqKk1NzaysLENDw9bW1qKiIpkz29zcrKWl5erq+tFHHwkEgsOHD+vo6MycOfPIkSP4ZsbGxrdv3+7t7Q0ICNi+fXtjY6ONjc3ly5cBANOmTfvll19gs/r6eldX1+TkZCirC7G2tr5y5QoAAD807FMzM7Pz589DObq4uDjCqfbp06ctLCyqq6v/+usvU1PT06dPq6ioqKqq5uTkQIXVOXPmrF+/Ht8LxqNHj7hc7vTp07dv3w63VFZW2tvbq6mp7du3D2tGiD/ego6OzoMHD5SVlVtaWq5fv+7l5XXp0iXCsiRz585lMBjz58+HlbKhoWF4eNjExOTo0aMAgPHiKU5wcDCDwTh48GBRUZFIJIJ6EQKB4PLlywKBIC0tbc+ePVB2gM1mczic7777TigUPn78OCcnRygUCgQC+LYldrLO4XDKysqysrKMjY0LCgoaGxv7+vqgDqVAILh9+/aCBQtaWlqSk5MBABs3bqTRaPHx8bdu3QIAnDt37t69exwOZ9u2bSKRaGxsbMGCBadOnaqrqyOINCHeIqhYTkY0NDRmzZpVUFBgbGx88+ZNKOXs6ur64MED7BQBWxgILhOxbNmysbExKFtqbm7+2WefBQUFqaqqZmZmmpiYdHV1Yca7urrwzX7++WcoORsQEHD16tXw8HALCwsqlaqjowN/qo9nBwAAlULhiSmdTodKMfn5+ZhLBNlogkStt7c3mUyGVybxvXC53KysrMWLF2tra1dVVbW1tRUWFnK5XGyRCgidTtfX19fS0tLQ0FBRUcnOzsb67e3tJbgEAIAraj179oxOp8NT58bGxt9//3327NlkMvnMmTN47VNnZ+d9+/Z99NFHhDMbOTm5Dz74IDY21tDQMCMjY2BgYOHChXJycgwGYyIzq6WlxWAwlJSU5OTkcnJyQkJChoaGCgsLoVguBpVKVVVVtba2hiux3Lt3j06nQxV1vMq8lZUVAGDu3Ln4uqWgoABPqvBDw1veu3fv/fv3Gxsbt27dSqX+r2tLe/bsiY+PJ5PJRUVFcnJyu3fvfvDgQV1d3dq1a01NTT08POLj4zkcjlAoxHrBeOedd3p7e1taWjDNdDMzMwqFYmVlFRoail2cJMSfEBz4h7a2tpOTE5lMxn6xYRBkctXV1a2trXV1daF+3njxFGfp0qVPnjwRCASRkZF0Ov3o0aNFRUUdHR3r1q0zNDT89ddfL168uG7duhUrVkRFRc2cOVMkEqmqqtrb24tEIiMjIx8fHzs7u2XLlmHXWs6fP3/79u0LFy4wmUw7O7uRkZGUlBQogWRvb29jY/Puu+++//77GzduBADY2dmFhYWpqal9/vnncKaUlZXLysry8vKEQuHSpUsFAsHFixc/++wzvE4y4u2CiuVkxMvLKy4ujsvlvnjxQl5efmxsDPyPaCemIUm4IQQAUFZWxm5iDQwMMJlMExMTDw+P3bt349eTIjTT0NCApqB9dXX1pqYm+Cn8ghvPDoaqqiompNfe3g6/pyQqixIkavFSn/hehoeHT548ee/eveDgYAqFAhU+PT09x1viGPYLv2phvxJdgmDCm6tXr3ZxcVFVVYXPfUBlVMzD+vr6pKSkY8eOEZbpAACsXr36/v378vLyysrKMTExTk5O43klHQaDwWAwXFxcPDw8du7cOV6zlpYW+MMIhkt84UOoICG+I2FoGP7+/gkJCXV1dQRlQQDABx98AFfwEIlELS0t8+fPj4iIqKmpMTExefjwIbwsqaioiGUInl27dunr63t7ewsEAoL8rIaGBvYLiRD/8UY9nl4rGF+fFgAwkXhevXq1vb39woULZ8+ePXDgANxRS0urr6/v8ePH8KE2BoMBJfpqamo0NTUx5zs6OuAfVCoVSvkEBwfDLYcPH/7pp5/gheW9e/f6+fldv34d/pqBYNeisaVa5syZc/DgQRiTtWvXbt269dy5c1Cp2NXVdYK3YxH/Guie5WTkypUr27dvNzMzc3V1vXjx4o0bNxwdHTs7Ozdv3iwnJ8fj8QoKCqCU65w5czIyMpqamuzt7TU0ND755JO7d++amZmRSKTDhw+fP3+eQqG0trYuXrwYM66oqIhvduTIkV9//ZVOp0dHRx87dszY2DgxMTE7Oxtqz2ZlZY1np76+vrq6+s8///z000/XrVsXGhpKo9ECAgI0NTXxLuHH5enp+ejRo7lz59bW1lZXV4eFhVlYWNTV1aWnp+N7MTU1vXHjxoYNGxYvXmxqarpixYqHDx8aGhrKy8sT7nJ1d3fn5OS0t7cvWrQIan7CfrW1tfEu4X+eL126NCsrKykpaWxszMLC4vz58+fPn1+wYEFnZ+f8+fP9/f3v3bsH14cqLS11dXV9//33CbMDl2RxdnZWVFSMj48HAAwPD6ekpKiqqlpZWdXU1ISFhbm4uMA/CI9rMhiM7OxseHXUzMzs1KlTly5d8vPz6+/vxy+mCElISNDU1Ozr6/v6668BAKampkVFReXl5VBHVF5evqurq7S09MWLFz/++GNtbS3s0dDQkMVilZaW4oc2ffp0vD9LliwhrEsKAIAKqPBWZVtbW1dX19SpU+fOnQvlSQUCQX9/f3Z2tq6ubmxsrI2NDexleHi4qqqqoKCATCY3NjY2NDQwmczKykomkykUCsvKynJycr799lsYIhUVlZ9++gkff/xd3vDw8LKyMqiNrqSkZG1tXV5eHhERsW3bNryfTCYzLi7OwMAgIyMD6rJCxd3a2trx4nnv3r2CgoJPPvkEAFBVVbVt2zYNDY3du3d3d3f39vb6+vp6enouW7bs999/h1d3v/rqqw8++ODSpUtaWlq+vr4AAGVl5S1btuTk5JSWls6cOdPV1fXHH38sLi5evXp1V1dXREQEhULBnnRbsWLFlStXbt682dnZ+dVXX9nb24eEhGRlZa1cufLDDz8UCAQ///xzSUkJAADehj979uzu3bsNDAx4PJ6Li8uePXsKCws3bdp04sSJCV6xQPwLIAWfyYhIJBoeHsafnA0PD+PXzmWz2XJycnw+X/xUDyphYg8FEHYcr9nQ0BC+OzabTafT+/v7VVVV4S/c8ezgDQqFQuyX/nhwuVwpbfC94F0ieIuxaNGiFy9e8Pl8iTbxLrHZ7ISEBDabDdcUgwMkjBfvIVSD5HK5+CUkMTB5I1hgpA+ZAFQxxTtMcAbyzjvv3Lt3b2xsDP8RjE9/fz92rixxXzyEBnB0MTExs2fPltJe4gChsKqcnNx46k4cDkdJSQn/6ejoqLy8vHhjmW5LR3oWTdD42NgY/ip0cnJyS0sL/t0egUCAfyBcfK6lzD7MHymfwt7xkSH4g5hsoGKJ+E8lOTl59+7dQUFB4otaE+ByuV9++aWBgcH27dull/xJQlVV1aZNm3bv3i3zVddX5d69ewAAOzs7Ozu7v9fyfy4ikWjVqlWKiopBQUHo0VPEeKBiiUAg/q9TW1vLZDLf5GQX8V8PKpYIBAKBQMgAPXCFQCAQCIQMULFEgN9//x2+8SZTGXVwcHDDhg14SVICZWVlBJ0dBAKB+C8AFUsEcHJy0tTUBADcvXtXektVVVVvb28pNdXa2hq++49AIBD/TaAnlScp8OzNwsJCQ0Ojq6uLxWIpKCg4OzvX1tZmZGTMnj27qKjI2dl5cHCwoqIiICCAy+WGhoZ6e3vX1dXp6upqa2vn5eXZ2trS6fSXL1/6+Pjw+fzk5OR169ZlZ2cPDw8bGRnV1NQEBgYKBAIWi6Wnp9fU1HTlyhUoPNvY2Mhms93c3Nrb2xsbGwMDA/HP0EPdOA0NDVtb2+fPn0+dOtXCwgL2Dt9zb2pqamhosLW1lSmkgkAgEP8RoDPLyciFCxdGR0cdHR0vX77c29v7008/eXl5kUikixcvGhoa3rt3r6ioyNfXd9WqVXw+X1NT8/LlyyoqKrW1tcHBwbNmzfrxxx+zsrL8/Px2796toqJSU1NTUlKir69///790dFROzu7vXv3QkG1a9euKSgoQClqS0tLfX39+fPn6+vrW1panjx5Ul1dvaura2RkhLD8SEJCwsyZM7///nsAgIaGxl9//aWsrNzQ0ADFUfl8/sjIyMyZM/fs2UPQjkEgEIj/UFCxnIzcunXLz89PQUHhm2++CQkJMTc3BwA4OTn98ccfVCqVTqe7u7vLycnRaDRzc3MmkwnVlrW0tOzt7UkkkkAgcHd3p1KpcEUkqIVGpVKhng6dTtfV1TUxMcF2hCoheGVUTU1NFxeXsrIygUCwbNkygnuenp4kEolGo42MjGBSpZjiGolEggstWVpa4gW+EQgE4j8XVCwnIyoqKrDOQe3W3t5eAACfz1dQUIANoHyJuH4mtgUvu4ptxNYAGU94E+qJFBYWAgA2b9585coViUta4ncXN44hFAphBUWvJyEQiP90ULGcjJw5c+bChQu5ubm5ubkrVqzgcrmZmZm//fbbuXPnampq6uvrw8PDMzIyqqurCwsLIyMjKysrKyoq0tPTY2JiKisr6+rqwsPDs7Oza2pqCgoK3N3dU1NTk5KS2Gz206dP09LSampqioqKIiIiysvL4dKJUON0xowZjx49ghXUxMRkcHCQsIzw4OAgvpfIyEgjI6Oenp7MzMy6urrQ0FA+nz99+vTY2NisrCwejzd//vz4+HgobYpAIBD/uSBRgkmKSCQaGRnBVkGSKc0qHbjwHo/Hk5eXF1fQxgNVN0dHRxUUFKKjo+fMmTMR+2w2G67DgCmpQpnQ13YYgUAgJhWoWCIkcPDgwYCAABcXF/hKCQKBQPwfBxVLBAKBQCBkgO5ZIhAIBAIhA1QsEQgEAoGQASqWCAQCgUDIABVLBAKBQCBkgIolAoFAIBAyQMUSgUAgEAgZoGKJQCAQCIQMULFEIBAIBEIGqFgiEAgEAiEDVCwRCAQCgZABKpYIBAKBQMgAFUsEAoFAIGSAiiUCgUAgEDJAxRKBQCAQCBmgYolAIBAIhAxQsUQgEAgEQgaoWCIQCAQCIQNULBEIBAKBkAEqlggEAoFAyAAVSwQCgUAgZICKJQKBQCAQMkDFEoFAIBAIGaBiiUAgEAiEDFCxRCAQCARCBqhYIhAIBAIhA1QsJyP9/f3BwcEpKSl37twpLi4mfCoQCB4/flxfX/+qZh88ePD1119LaRAfH7927dpjx46dO3fu559/3rBhw6t28apUV1f7+Pj8+uuvb2IkJiZmxowZQqHwlfa6cePGvHnz3n333SdPnjQ3Nx85csTFxeXAgQPV1dVSDFZUVEzQ/qJFi+7duyezWWxs7PTp07Ozs/EbIyIi1qxZ4+Pjc/LkyW+++WbTpk0vXryYYL//BFwut6GhgbBxeHj4p59+srGx2bZt24kTJ/bu3fvll1/29vbCT6UMH/8RFs9XmkT8LEwwzgTKysp27txpY2Pzww8//PDDDx9++OH9+/cBAF1dXQ4ODhOc5dra2lmzZl26dOm13UD8JyFCTD5KSkoAAMrKyps2bRodHcV/VFhYeObMGRUVlYiIiFc16+LioqmpyeVyJX569+5dBoPR3t4O/5uWlmZkZPTqvr8yGzduPHPmzJtYYLFYR48efY0d3d3dN2zYAP+GMU9JSZFicHBwcP369RM0fuHChdzc3Im0nD59OuwXz/79++3t7eHf3d3dNjY2169fn2DXfzthYWESex8dHQUAPH36FP73+vXrJiYmbDZbJHX42Ef4eL7SJC5evFjc2qsSEREBAOjv7xeJRJmZmQCApKSk0dHR/fv39/T0TNDIZ5999sMPP7yJG4j/FKhvtVIjxuXOnTvLli1TVlYmbLe3t7e3tz916tSrGszKynr33XcPHjz48OHD9evXizfYt2/fxx9/zGQy4X9nzJixf/9+AACfz3/8+DGXyzUyMvLz82tsbHz8+LGfn193d3dtbe2qVatYLFZVVVVAQIC+vn5cXFxeXp67u3tZWZm+vv7ixYurqqpCQ0Nnz55dWFjo5+dnYGBQWFiYl5dHoVDWrl1Lo9EAACKRKC4urrW1dcmSJWpqajwe79GjRxwOx83NzcHB4eHDh11dXcuXL4+LizM3N/fw8AAAvHz5ks1mDw8Pv//++yUlJUpKSgCA0NDQ9vZ2U1NTf3//4OBgNTW1ZcuWhYeHt7e36+joLFq0aIKxwgw2NzcnJSVRqdQpU6aYmppu27atoaHh6tWrH3/8sZKSUnR0dGtrq5KS0sqVK0dGRm7cuOHo6Njb26unp2doaCgSibhcLgBAIBA8fPiwv78fBqSioiI7O7u/v3/evHnTp0+fiD8MBmPTpk1Hjhz5/PPPoXs5OTkkEmnp0qUaGhoAgIqKiri4OBqNtmjRovr6+rS0tFWrVo2MjISHh/v4+Dg5OV29etXY2NjAwCAnJ8fLy0tRUTE5Odne3t7JyQkAgJ+R9vZ2OL/9/f0tLS1Lliypqqrav3+/tbW1srKyxMzB+Oyzzw4ePBgcHLxs2TJs+H19fS9evBAKhVOnTq2url6+fDn8qLW1FR9PLOYlJSWJiYkqKiocDsfT09Pe3v7x48eDg4N0On3VqlVkMvnQoUNJSUlXr16dO3eusrIy1lFXV9fLly9h6lpYWKSnp6empq5evTo3N5dEIi1btoxEIo3nOTzQent7i4uLdXR0RkZGqqqqXr58aWNj09LSQiaTV69eraioSIgVzF4AQFtbG3RDIBDAUBsbGxcUFPj4+JiYmIy3F+I/jLdYqBHjUVtbu3nz5ocPHwYGBiYkJIg30NHRedUzyz179vB4vIULF86YMUP804GBAQDA5cuXxT/y8/N7+PChSCR6//33z507x+fz33nnnZUrV3Z2dh4+fNjDw6OysvLPP/+cN28etKOoqPjbb79xOJz58+fv3r2by+X6+/t/+umnP//8808//RQVFWVra8vj8SIiIj766CORSLRx48b58+d3dnYeOHDgwIEDIpFo5syZd+/eFQqFs2bNqq6uLigooNPpz549Y7PZSkpKg4ODsbGxX3zxhUgkunHjxuDgYElJCZlMFolEw8PDBgYGjx49EolE+/bt6+7uPnz48CeffCISifbv3x8cHEwYmru7u5OT04kTJ06cOLFr1y7wP2eWmMHZs2d3dHRwOJxffvlFIBAcPXp05cqVw8PDIpHo6NGjW7ZsEYlEQUFBixcvFgqFX3/9taura3x8/OLFi8fGxtasWQPPOZYsWXLmzBkul8tgMDgczurVqx8/flxdXa2srNzX1yeawJmlSCSCFwl7enri4uKcnZ3HxsZqa2v19fUHBgYyMjKMjY37+/t//PHHb775hs1mT5kyJSYmhsvlzpo168KFCyKR6OLFizY2NoWFhbGxsUwmMzIysqOjQ01NjcvlEmYEP79wRng8XmBg4MWLFzkcDsFJwpmlSCQyNzfftm0bfvjz5s2Lj4/Py8uzt7fPysrCPiLEE4v5yZMnX758GRcXp6amVlVVVVpaCuOwfv36Q4cOiUSi+Ph4bW3t4eHhsbExzFpXV9eUKVPa29u5XK6VlVVmZiaMw/Hjx0dHRz09PaOiogjOwzPL8+fPX7p0ac2aNfv27RMKhRwOx8DAICUlBebtBx98wOfzv//+e1dXV6FQKJ698MwSP96LFy9aW1sXFhZGRUV5enqKRCLxvRD/iaB7lpMRRUXFo0ePrlq1ytbWdt++fW9usLe3t7CwMDg4WEdHJz09Xfw+qKqqqrq6eldXF35jcXFxY2NjQkKCq6srAMDT0/PGjRtUKlVNTc3U1FRbW1tbW1tTU3P69OkMBqO8vBzakZOTc3NzU1RUXLNmzd27d2k0moqKiq2t7ebNmw8cOHD79m0NDY3nz593dXW1tLTAjuzt7bW1tbW0tMrKyurr61NSUvr7+0NCQkxNTUtLS7W0tNhs9rx58+CZR21traOj47Nnz/T09DIzMxUUFLS0tKAdOp2+d+/ec+fOdXV1mZiYMBiM4OBgOTm5x48fq6ioSLwRZWdn99VXX3311VebNm3CNmIGFyxYAM+nzczMyGQyjUajUql0Oh0AcOPGDXd3dwCAu7t7aGhoX1+flpaWnp6en5/fixcvKBSKmpoaAKC/v//FixcBAQE0Gq27u1tRUfHixYvt7e2pqal8Pr+xsXGCMzg0NKSkpKShoXHr1i0bGxsKhWJiYsLhcGJiYu7evWtra6umpnbo0KHvv/9eSUkJngPRaDTsygSDwVBSUrK3t2cwGENDQ3PnzmUwGAMDA21tbYQZgfNrZmaGzYicnByFQpGXl4dmZfppZGSEDR8AMDg4KBQKRSKRvLy8m5sb9hEhnljMly5d6ujouHbt2t9//93c3Nza2vqnn366du2aSCQqLS0FACgqKpJIJDqdTqFQMGthYWFUKpXJZNJoNCsrq+DgYBgHZ2dneXl5TU3NsrIyiQ6vWLFix44dDx48OHXqFIlEUlRUxKKnoqLi4uJCpVI3bNiQk5NTVVUlMXsBAPjxMhgMZWVle3t7rNPx9kL8Z4Euw05Gvv76ay0trRMnToyOjlIoFABAVlZWZ2fn4sWLX89gcHDw+fPnp0yZsnz58oSEhKtXr16/fp3QZt++fbdu3Tp8+DC8TMTj8Z4+fbpz5045ObnBwUEAwNDQkI6ODmwsJydH+AOPSCQCAIyMjOjp6cEt6urq8A8DA4Oenp533nkHAODj4wM3Uqn/fx5qaWnJy8t7eHi4uLgsW7asq6sLPvSBb9PS0pKcnDw4OHjgwIGIiAhYtCCbNm36/vvvt23bFhQUBLszMzOD3Yk/oiITGxubjo6O6OjoQ4cOZWRkkMlkAEBtbW13d7e2tjYWFkVFRViWsGFiKCsr0+n07u5uAMDg4ODIyIi1tXVsbKyTk9Nnn30GAyUToVAYEhKyadMmEomkra3NYrHgdjabraOjo6enhz0f1NzcrK+vD/0EAGCP2wDcTOEjCSYwIwAAaPDx48dLliyRchUxIyODw+GsXbsWv3HNmjXwim5YWBihPT6eRkZGcKO5ubmvr++aNWsWLVp06NAhFRWVjIyMp0+fDg4OpqenY3sBAO7du7du3Tr4NzYdAIChoSF4eVl8IK8KlslUKlVbW1tirMSZSIQR/3GgYjkZ+eyzz16+fHnz5s2SkpKLFy8CAEJDQ8vKyhYvXlxbW/vs2TOBQPDkyRMej7dkyRKZ1n799de7d++ampra2toWFxebmJg8evTIwsJi9+7d+GYHDx5UVVVdtmxZQEAAAGBwcHD37t1qampBQUHnzp3z8vLKzs6+fPlybW1teXl5U1NTVVVVfHx8Q0NDaWnpkydPRkdH4+Pj/f39AQA3b960trYOCQn57bffSktLGxoaIiIiAgMD9fX1Dxw48PHHH588eVJZWVlFRWXmzJnQWmVlZWJiYmNjY0NDw927d0+ePDl79uzGxsYvvvjizz//lJOTe/r0qaKiIplMfvbsmZmZWWJiYmBg4JQpUzw8PJ48eSInJxcTEzN79mzF/8feecc3caT/f9QlW5Yty7bk3iu2cQH3bjA1EEpIhQuEkIMjBUi5hCTkwoUEQodcQhIIhJ5QQ3EBjHvDvVfZuHdbVrfK/v6Yb/a3t7JlQwiY3L5f/kPenfLMM6MdzezMZ1isd999Vy6Xw97r+++///DDD1ks1sjISHR0NPpEBgAcPXp0cHCwoaHh8uXLM2fOPHHiBJ1OP3/+PJ/Pv3PnDkzwq6++WrlypUajWbFiBQAgOjr67NmzZ86c2bhx45EjR7744gsmk5mdnX3y5EmlUnn37t3u7u6cnJywsLCWlpaqqqq2trbR0dGTJ0/u3bu3ubm5u7v77bffdnd3T05OrqmpiY6OPnbs2PLlyyUSyeXLl8PDw1HbkpKS8vLyent7d+7cKZPJ6uvrQ0NDP/zwQ1hNa9euPXz4cGtr66ZNmyIiIgICAnJzcz/++GNra2tbW1sbG5tFixZdvXq1ra1NrVZfvXp15cqVN2/e7O3tLSwshD1WUlKSVCqFXp2wRqqqqhYuXHjt2rXY2FhsTymRSGDjvHDhQk1NzcDAQG1t7d27d21tbdHiQ+MPHTpkaGh4+vTpzz77TCAQoLew/oS1fPv27eLi4rKyshdeeOFvf/vbzJkzBQLByMjIhQsXqFRqY2NjSUmJh4eHQCDYs2fPzJkz0Yw2bdr0t7/97aOPPhIIBCYmJu+88056erpMJrt8+bKFhUVbW9vdu3fXrFljZGQEja+pqbl06RKdTv/hhx/efPNN9FV9ZmamRCJJSkqC1ZGUlGRmZnb+/Pkff/zR1NQU56uoqKiqqqr29vaSkhJoxsjICOpqODudlJSEi/UYFpkT/BmQJvnbluDxIxKJ0Lmdx4lUKqXT6bgho0qlGnMQqYuxsXFGRoaXl5ee8BqNBo6Y9aBWq/UPC2QyGZyYnZAJk9KDRqPRarXYsiAIgi4VmbxbsDZMpvgTWoVLAXdFq9WSSKTR0VEKhTKZsk9oklarRYd0k2d4eDghIeHs2bMUCqW6uvqDDz7QfQWA9efkzRvPnj/uWxT4w3HDhg24Kn64LB6hYQRPBOKd5dTlifSUAABDQ0PdDmCSXUJSUpKxsfH169f1h5/MU2PCR/wke8rJJKUHCoWCKwv2yT5Jt+Bs+OMPTd0UcFfIZDKJRGIwGJMs+4QmPURPCQAwMjIKDg6+fft2dnZ2bm7u5s2bdcNM2FOOad549jyqDqmqqqq/vz8nJwcuYvrjWRA95dMOMbIkICAgICCYAGJkSUBAQEBAMAFEZ0lAQEBAQDABRGdJQEBAQEAwAURnSUBAQEBAMAFEZ0lAQEBAQDABRGdJQEBAQEAwAURnSUBAQEBAMAFEZ0lAQEBAQDABRGdJQEBAQEAwAURnSUBAQEBAMAFEZ0lAQEBAQDABRGdJQEBAQEAwAURnSUBAQEBAMAFEZ0lAQEBAQDABRGdJQEBAQEAwAURnORVZs2bNL7/8snXr1nfeeefXX39dv359S0vLqlWrCgsLJ5nCwMDAihUrqqurAQBbt27VDdDV1fXtt9/Cz0qlEn74/vvv29vbJ0xcpVI9UHg9/PTTT8ePH7948SL8t66uLiYmBhsgPT39zp07emwYD2wBx6OhoSEyMnLMW9evX3/99df1R3+EoFXwONm1a9f+/fv1h0lMTFy9evWDpnz37t0XX3xxwmDV1dVxcXEPahLQWzuT8SQMMzIyMuF36s+oF91GPiaPuQUSTAjRWU45RkZGXnrppRUrVri5uRkbGz/33HPvvPOOWCwODw+f/FeXx+MFBgbCHmXWrFm6AUxMTAIDA+Hn8+fPww8BAQFcLld/ypWVleXl5ZMPr587d+68+uqrS5Ysgf+6u7tbW1tjAzg6Ojo5OemxYTywBRwPV1dXKyurMW8tXLhwZGREf/RHCFoFj5PFixcPDQ3pDzNv3jyZTPagKcfGxmq12gmDeXl5mZubP6hJQG/tTMaTMAyHw5nwO3X27NkJU3tQdBv5mDzmFkgwIdQnbQDBGMyYMQP7r5ubW1tbGwBAoVBkZGSYm5t7enoCAEpKSoaGhnx8fHBPnLKyMrlcDp9xra2t6OCvqamppaWFz+cPDg4aGhoODQ1ptdqvvvqqsbHR1tY2JCSksbHRxsZmdHQ0Pz+fy+VKJJKIiAgKhVJVVdXT05OQkDAwMPCvf/0rIiKCRqO5urrC8IaGhn19fQ0NDQYGBn5+fkKhMD8/Py4urqysLCAgwMzMDGtbQ0NDf3+/QCBwdHQsLi7u6upKTU3FDS/6+/tLSkr8/f3NzMwqKythf1ZeXq5UKkdHRz08PFAbfH19sVk3NjaWlJRERUX19PSoVCr0sZuXlwcA8PDwMDEx6ejoaGpqsrW1dXR0HNP5EomkqKjI1tYWvVJYWKhQKLy9vU1MTAAAtbW1Q0ND1tbWarU6Ozt75cqVeXl5Q0ND8+bNu3r1qrOzM7QzICCgoKDAzMwMV1lMJvP69esRERFNTU18Pt/d3R2tgtjYWLSY4eHhWKuwRairq2tpaQkPD2ez2Xl5eVKp1M7OrqmpadasWVTq//9GX7161dbW1tXV9caNG9HR0XK5fLx6UalU+fn5AICwsDAymYzLDoa5desWm80ODQ2F//b29paVlZmamk6fPj01NdXJyYnFYuk6FmeDpaWlrv9bW1tbW1t9fX05HA4aUSaTZWdnY3Mcs3bUajXaOLGNOTY2dmhoSCgUajSaoKAgNDouDND5TmF9m5iYeOLECXNz8/j4eCaTiW2fFRUVfD7fy8sLm4tYLMbWLEwQJTs7m06ns1gsb29v8N+NHABw9+5drVYbHR1NpVJ1WyDBVIAYWU45OBwO+oSCkEgkOzs7AEB6enpkZOTHH38MALh582ZFRUVcXNyXX36JDXzkyJHBwcGQkJDm5mYAgLW19enTpwEANTU1Fy5c8PPz++GHH7y9vb28vL755hsymRwTE+Pp6RkdHc1isYRCYV1dXUFBgaOjo5WV1ZEjRxgMxvnz5ykUCofD+fe//83j8QICAkJDQ318fNDwAwMDu3btCgsLUygU3333nZ2d3dmzZ6uqqqKiojZt2oS1LT09PS8vLzQ09OrVq/BJwefzcVNSCIKUlJRERkbCuMbGxpcvXxaJRFlZWTNnzmxubsbagMva3t7++PHjnZ2dpaWlsIAAgD179mg0Gm9v7//85z8AgAMHDkRFRX3wwQcSiUTX+RKJZPPmzXBudnR0FADw5ZdfcrnciIiIjz76SCqV5ubmXrt2LTQ09PDhw7a2tqdPn9ZoND4+PnDy0NTUdOvWrV5eXrdu3Tp27FhERIRuZRkZGQmFwtOnT0dHR3/88cfYKsAWE2sVtgj379+/e/duTEzMqlWrAAA+Pj7vvfcenU6n0+lHjx7FxjI1Nb148aKRkVFNTU11dbWeenn77bdnzpw5ffr0N998U9djAAC5XH737l1sL2hubp6ent7V1UWlUsvLy/l8/piOxdmg63+FQqFQKMLDw9988010CIsgyN///veYmBiRSHT79m09tYNtnFhPwlL4+vrevXs3MzMTTQEXBvz3dwrn2zlz5nC53Llz52J7SpFI9N5778XExNy4cWNwcBCbC65msR5OSkoyNDScOXMmnBHBNfJ//vOf9vb2gYGBO3fu1C0jwRSB6CyfJkJCQkgkEolEQhDkxIkTRkZG+fn5pqamGo0GDXPs2DH4kxk+2igUirGxMQBALpcbGxszmczR0VFTU1MWi8VisWAAMpkMxxM8Hg8AEBgY6OLi8tZbbx06dAgAsGLFio6ODplMVllZCQAgk8kUCoVEIqHhL1++7ObmBgAICgr64YcfqFQqi8UKCQlhMpm4DunIkSMhISEw5I8//gjLArNG0Wg04eHhaFz4u9vY2Dg9PX3JkiXwRwNqAy5rGo1Go9G8vb1XrVqFFvDUqVNwoPDRRx8BANauXZucnMxgMDo7O3U9fOPGDW9vbzKZ7OTkBCcSL1686OzsDACwsbFJSko6evQoHAfv2rWLRqNB3xoaGsLnqYWFhaurK4vF4vF49vb241WWmZmZr68vehetAlwxUbBFsLe39/Hxyc3NhXN0hoaGVlZW9vb2fD4f9/7YwsIC+2G8emlsbBwaGmIwGEZGRvCnD85jg4OD69ev/+ijjwQCARqLRCK99dZbly5dkslk4eHhRkZGYzoWZ8OY/ndzcyORSA4ODikpKfBKfX19X19fcXExnU7v6+vTUzu4xoltzJs3b05JSaHT6TU1NVi3YMOA//5O4XxLJpNJJBKFQtFtISQS6b333jM1NcXlgqtZNFZAQMDGjRvXrVsH2z+ukd+8ebOvr6+uro7FYumWkWCKQHSWTxMMBgMAgCCIVqu1sLBwcXEJDg7etGkT7LogZDIZ/kLHflcBAJaWlmw2u6ysbPfu3djr8KlRUVGB9rhmZmbbtm1bv349lUptamp6++23nZ2dAwMDEQTp6OiA4YuLi9EUTExMBgcHAQAKhcLAwABrKu7bjoYUiUS40bNuMbFxu7u79+7de+zYsd27d2u1WtQG3awZDAaNRsOmZmBgAN/djoyMNDU17d+/f86cOaampiKRSCwW47I2Njbu6OjAXkGfekNDQyYmJjweDz5JZTKZRqOBpqrVanRUBK+AiSoLexetgo6ODmwxxyzCuXPnGhoaYmJiKBQKNBXNEedt9Prw8LAe33I4HJFIBD9DN2KzAwCYmZl99NFH77//Ps5XFhYWo6OjN2/eDAkJGc+xOBv0+x/+9oIfDA0Ng4OD4+LiFixYoKd2xmycsDGvWbMmPj7eyckJ3kKj4Bo8tiJ0fQsrq6SkBGsk6s+RkRHdXLAJorFaW1uzsrLef//9zz77TLcieDxeUFBQcHDw2rVrdctIMEUgOsspSkZGRmZmZllZWVJSEgBgZGQkNzf31q1bDQ0Nra2tt27d2rp166+//lpUVJSeno4dnO3Zs+fnn38uLy+vrKy8evWqUChsaWlJT0/ncDgXL148ceLEjh07hoaG8vLyGhoaGhsb3d3dy8vL29ra5HJ5Xl5eenp6bm5uYWEhlUr98MMPORwOhUJpbW3NyMhgsVhtbW2hoaE3btyQSCQSiQSGX7p0qVQqzc/PP3bs2N69e+Gb0eTk5JycnObm5qqqKtS2jz/++M6dO/fu3cvLy9uyZUteXl5NTU1WVhYaQDducnJyeXl5a2vr/v37W1tbX3zxRTKZjNqAy7q+vr6xsfHq1asAALSAu3fv3rt3b1FRUWlpqUajUalUpaWlBgYGt27d6ujoaGlpQQc0AIC5c+fSaLTi4uKkpKS6urq6urpdu3YdO3YsOzvb2Ng4Pj7+3XffvXbtWnFx8e3btykUSmxs7PXr1+HIoLy8PCkpqaKioqGhIT8/f7zKkkgkuKpEq0AkEmGLiVqFLQKCIENDQzk5OWZmZoWFhTk5OQ0NDVVVVSkpKVVVVdhxmL29fV9fX15eXmtr62+//dbY2Dimb8lk8rPPPpuUlHTlypU33niDxWJhs8vIyGhubqZQKE1NTZ988gmuP16zZk1LSwuJRMI5tqSkpL6+vrq6GmeDWq3GBqPT6e7u7nfv3s3Pz2cymZGRkdAkAEBCQsLVq1dzcnK6urr01A6ucaKehCPC6upqkUhUVVWF7ZXRMHBSHVsRON8CALhcblJSEnY9zpw5c5RKZWZmZlJSklKpxObS1dWFSxCNVVxcfPLkSYVCsWLFCt1G/vnnn//nP/8pKiqqqqrSLeODPTgI/jRIuPEHwdOFRCJhs9m4iwiCKJVKrVZLoVDQn/ZffPHFO++8Y2ho2NnZefDgwa+++goNr9FodKdDschkMgMDAwRB4A9tpVKJJqvfkjERi8VGRkaTCYktEYlEwmaBtWHCrBEEkcvl6KhXoVAwmUy0OLpIpVK4AAqu9UUQRCaTGRoaogGwOULniEQiDoczXoIT2gmrADJenaJFUKlUcCJaTxFQZDIZmUxGEAROSo+HUqkkk8nooBznMT2gI2MwvmNxNugGgz7UNYlCoWCXLEFwtYNrnNjGjLuFoqfB6/p2dHSUTqePaQPWeP11AQeaKpUK+/oTF0ChUKB1hCsjwVSA6Cz/V7h58yYAgMfjtbe3m5ubR0VFPWmLCAgICJ4aiM7yf4vJjEUICAgICHAQ7yz/tyB6SgICAoKHgOgsCQgICAgIJoDoLKcie/bs2blzJwDgxx9/FAqFuLtisfjVV19NT0/HXlQoFI/PvkkwpuV/hMlL/f0RV2RlZcGXu1jEYvGaNWtwDn+cPFpn6rafMVvURx99pLvPbzK+7e3tnVDfFe7QeISb7lHDxqzBB6WwsHDNmjVvvvmmVCoFANTU1CxduhQrbgAZr02O6c8JmWpfYQIcRGc5FVm+fDncPoiqYWExMjKKjIzEfbVOnDjx+OybBGNa/tDU1dVBAbbJ8Edc4eDg4OrqirtoZGQUHR39BJ9lj9aZuu1nzBY1a9Ys3fWik/GtsbFxcHCw/jCurq729vaPcMEEatiYNfigzJgx47333rt9+zZci6vVardt24bT3NfTJsf054RMta8wAQ5CG3bqolAoGhoaBAIBh8MZHh4uLCwUCAT379+fPXs2AGB0dDQnJ4fFYk2fPn3Xrl1lZWWOjo4JCQnYFBobG/v6+ng8npubW0FBwdDQkIuLS0NDAxS3Q4OhtxobG+Pi4hoaGtrb22FSnZ2dQqHQ3Nzc3d1dIpFApbe2tjY2m+3r6wvPA0lISCgoKFAqlejTBLV8cHAwIyNj/vz5paWlvr6+SqWyqqoqIiJCrVYnJib6+fn19PRYWlq6u7sDANRqdV5eHoIgISEhUqn05s2bkZGRLS0tXl5en376qb+/P5vNDgwMHB4eFgqFcrk8PDwcZ9J4rpBKpSUlJTQazdzc3MnJCesWAMDg4GBpaSmPx5s+fXpFRQXUmsHmor+a5HJ5VlYWg8GAC4yh+oxAIHB2dsaWSKlUYk319/cHAAwMDNTW1tLp9JkzZ7a0tIzpKyqVijYDjUaTnp5uaGjo7++vu58BANDQ0NDc3Dxz5kwulztmjVdWVsI9srpx0Rbl7+/f1tbW0dGh1Wrlcjnquvr6+hMnTtjY2ERFRRkZGWHdmJ2drVQq7e3ttVqtWCxGVXmh5KyTk5O5uTm2LY3pSbjx0d3dXaPRODg4XLt2TSAQ+Pj4XL16dcaMGc7Ozh0dHbW1tebm5r6+vu3t7e3t7TKZLCgo6PDhw2ilozWo3/m4JqFrjKen5+LFi7dv3759+/aqqqoVK1YAAEpLSwcHB93d3ZlMJrZNYiNiPdzS0pKZmfnSSy+VlZXdv38fHhgAZWChgg+MotVqse0WazlOYYPgCUKMLKcuTCazs7OzsrJSo9G8/fbb8fHxX331VXBwMHxKpqenh4SE7Nq1S6lUxsXFubi44E4XycrKSktLCw0Nzc/PT01N9fb2/uCDD7RarZWVFXaTJQAAvWVpablixQorK6uurq4bN24AAPbu3RsREbFjx47u7m42m93a2vrjjz+Gh4fv2rVrdHTUyMgInq4FNbV1LbexsTl37lxJSUlsbOwrr7zS39/v6em5bds2ExOTmpqa27dvx8TEnDp1Cm7f3rhxY2Bg4MyZM9966y0TE5Oqqqrffvutp6eHTqfPmDEjKCgoICAAALBnzx4vL6+KioorV67gTBrPFYcPHw4JCfHx8SkrK8O5RSwWb9q0KSYmJicnp6mpycLC4pdffsHlor+aXn/99aioKAaDcebMmYKCggsXLoSHh//nP/9BEARbIpypcrl8cHBw+/bt4eHhXC53x44d4/kKdSYAYO3atdOnT2ez2WfOnNG1pKOjIykpadasWS+99BK2WtEa/+mnnzo7O0NCQlpaWnSjoy1KLpdbW1tfuHBBpVJhXZeQkGBiYjJ37lwjIyOcG319fTdv3kylUqEqLzwc7cCBAzKZLCAgAIpGYduSbu4ymez5558PCwuTSCRQLcjMzOzcuXNMJhPKGnR3d3/55Zfx8fEpKSltbW0//fRTSEgIhUIRiUTYSkdrUL/zseUar2Y/++yzX3/9dd++fVBFKCkpqaioKC4ubseOHTweD9smUXAehnWqUCi8vLzg1PRHH31kbW0dGhq6bds2NBaZTMYWAWu5vpZH8HghOsspDRQAg7JqcBs1FCMFvx8QAQedOLlLyLfffgtnw2JjY//zn/8YGBgIBAJXV1c+n4+TRcXeMjQ0NDExEQgEMMz69esTExMNDAzgOzMzM7OAgAA039DQ0J6entHRUUdHx2nTpulaTqVSuVxuYGAghULRarX+/v5oyjwez8vLCwDw3HPPffvtt01NTT09PSwWi8lkKpXK6upqCwsLZ2fn5cuXGxkZYQVpN2/efOfOHaicomvSmK4ICQmJiIj44osvYmJicG5JTEz08vIik8nr1693dnZGZztxuYxHXV1dd3c31AYSiUTHjh2Lj48HAOzZs0coFOJKhDP18uXLUHXWxcXlypUr+n0FAOjt7e3s7OTxeNOmTXv11Vd1jbG2tg4MDExLS4PDGt0a/+677+CA28XFRTc6tkWRyWSoR4h1HVYrFedGIyMjCwsLe3v75557jslkQoWB48ePx8bG0mg0+AIe15ZwwIowMDDw9PSEYnuonCw8VOfq1asGBgb5+fnW1tb37983NDSMjo6uqamxsrLCVjqsQd3mhHM+tlzjVS6Tyfz73/+uVCqh/sBPP/0EBX5tbW2hi9A2iYLzMJVKhW5kMplQaOLKlStDQ0MVFRXYI1YARrFW1/LxzCN4zBCd5VMAnU4PDg5OSUn5/PPP0WkZrCIofEy0tLRgVUBR3dSuri74jR1PRBToKJrCMEKhcMeOHfPmzbOwsFCr1T09PbqJPP/883v37sUJf4+Z+Hi5d3V1mZmZGRkZoQqlPT098FGCCv1gBWlXrlwZGxvr5uaGU+PU4womk5mXlzdr1qyvv/4a5xYzMzM0JGrAmLlAcK/ZzMzMWCxWcHBwWFjYSy+9ZGZmBvVUVSoVlUrVLRHWVBMTk/7+fvgvulREj6+MjIzQYDBlnDHnz58vLy+Pi4uj0+ljysbS6fQxI2KzxmWKdR34fesRVpUXbV26qkxGRkbwvZ1IJBqzLWExNjZGK0KtVmPtgZO6AoHA3Nw8ODj4xRdf9PHxCQ8Pv3PnjkgkSk5O1q30MZsTtoC4co339hQe5wI/w3PlgoODt2zZwmQydUWSx/QwTh3X1NR0xowZwcHBGzduxEZEi6DVanUtJ5gKEO8spyKJiYlVVVVNTU1ZWVmmpqZz5swpKioqLCykUCh/+9vfPD09c3JyjI2N3dzc6uvrU1JSnnvuubq6uoqKimeeeQZN5JNPPvnhhx8MDQ2Tk5M/++yzvLy8xsbG0tLSsrKypqam+/fv29vbw5DYW42NjQ0NDbdv3x4YGAgKCtJoNKWlpXQ6/datWw4ODrh8V69evXz58lWrVv3zn//E2i+RSKDlrq6uQqHw5s2bTk5OQqHw3r17bW1t9+/fh2OLe/fuCQSClJSUzz77zMLC4sUXX7xx4waZTF64cCGbzS4oKOjt7Z02bZqJiUloaOiVK1fmzJkDu8Oampqurq6Wlpa2trbJuOLMmTNSqZRMJs+ePdvT0xPrFhsbm9u3b6enp6tUKjc3N+j5/v5+XC5ZWVkmJibx8fGff/65q6vrypUrYco8Hu/ZZ5+9ePGilZWVgYHBli1b/v3vf5uamt6/f3/x4sXYEpmYmOBMffXVV8vKyvLy8iorK/fu3SsUCsf0VUVFBdoMVq1ade7cOXt7exqN5uHhER4ejp1FRBBkeHg4Pz9fIBCkpaU5OzvjahzqBsfGxhYWFtbW1sbHx8MFLBKJBGdbdHR0U1NTampqUlIS6joAAJ/Pv337trOzM651ZWRkNDY2Zmdnh4eH5+fn19fX19bW7tmzZ9++fXPmzOnv73d0dMS2JUNDw6ampsTExGeffRYaP2vWrKSkpNzcXIlEAlXpbWxsZDJZSUlJY2Njb2/vt99+e+/evaysLLlc7uPjc+jQoY0bN5qbmwcEBBgYGKCVfu7cuaqqKiqVqt/5paWlaLlkMtn8+fPT0tJwX8OmpqacnJzR0dH6+no3N7etW7ceOHCARCJ1dHQsXrwYbZPYKLoejouLS0tLI5FIYrE4Nzd3165dhw8fjoyMHB4exh7j6urqihYBa7mNjc1DPEAI/gwIBZ+ngKtXr5qZmYWHh4+Ojq5bt+748eO6YbRaLTzsCXf9IYRYccjlchaLNab0Dxw3FBYWRkREPGiyBw4c8Pb2DgkJwWqujo6OIgiiKzwL/lsMFipnjqdGpOsKKJYLAECXVODcgpX6xF3UzaWyshKe34s1m0QioYN+rLirnhKhuRgYGExeLEKlUiEIAoc7upaoVCoSiUSlUsdzDtQghZ/1q8Wi4XGuw1bEZFoX1rd62hI28IIFC+Arc3iFRqOp1Wo4tYumhiCIWCxms9lwTDZm+9fjfN1yTZLxBIqxKeM8LJPJWCzWyMgIfKEAxtHCxRZhwmZD8PghRpZPAXDdKZVKVSqV2GPfsYwng/4He0rw+xd+zKfb+++/n5CQsHDhwgdNc3h4uLS0tLe3Fx69iTLmCk8I9sEBH5fjPXB1XUEikXDPRJxbdHvK8XKpq6uztLTEhcSZjZVB11MiPVnrAbs8EjvVjLs7nnNIJNJk+khseJzrsBUxmdaFLaCetoQGzsrK6unpKS8v9/X1RaOjbkRTI5FI2CnKMdu/HufrlmuSYCt3zM5M18OwX0RXG6BXcGCLMGGzIXj8ECPLpwZC1pWAgIDgSUEs8HlqIHpKAgICgicF0VkSEBAQEBBMANFZ/i/yySefPGkTHpI/z/Kenp7Fixdjd4kAzI6OL7/8Em60/7NpaGiAOzUfOd99993777+Pblb546CmdnV1HTlyZMLwetR9EQTZvHnzhQsX0Cupqal/+9vf/qCFCILALZsPYdIjjDJJBgYGVqxYUV9f/yelT/AHITrL/0VwAjdPEX+e5Xw+39vbG+7wQ0GFchYtWgQ3UP7ZuLq6CgSCR55sT09Pf3//V1999Qg1ZlFTTUxMcEI2Y3Lu3LnxbpFIpAULFkDVckhcXByuLh6C0tJS/Zv69Zg0HmNqJz0SeDxeYGCg/t6d4AlCrIadity/f7+rq0ssFs+ePVulUmVmZhoZGc2cORMAUFdX19zcDKU+r1696uzsLJPJVCoVVsJU93pPT09TUxMUdG1tbYXjJ7FYXFZWRiaTnZycBAJBamoqACAmJkYqlWKvYw2rr68vLS0NCAhoaWkJCQlhs9kqlaqmpqa3txd2Y6Ojo3l5eRwOp7u7OzQ0lEql5uTkcDgcVFm7p6cHqnf29fWRyeTp06cXFRV5e3uPjo42Njba2tq6ubkNDg4KhUISiRQYGDg0NJSYmBgTE9Pa2mplZQUtz8vLk8lk1tbWLS0ts2fPJpPJAwMDxcXFlpaWbW1t8+bNw/kTm6BYLL5+/XpERERjY6ONjQ0U3S4tLVUqlbjn1M2bN0+ePGlhYQH30iEIUlxcjKrF3r9/HzUYhs/KylKr1UZGRiMjI7GxsVjLQ0JC0PDOzs5wbXNcXFxmZiabzTY3N29sbHR2dra1tcUagNZIS0vLvXv3oqKiysvLg4KCuFwuACA3N5dEIk2bNs3IyKioqGh4eNjf3x8rOlhXVzc4OGhlZWVvb3/z5k2hUFhdXY1uNcG1q3v37ikUCj8/PwAA6h9HR0cmk1lWVhYaGsrhcC5evOjk5AT3TkBtW0hVVRXcRz9eW2UwGF988UVra6uTk1NkZKRUKsW2ivv373d0dAwMDIz5XcA2sNra2ra2Njc3NxqNVlVVFRwcLJfL0Yadl5cnEonmzJlz8eJFd3d3S0vL7du3x8XF0Wg0qBWFbfMODg5Hjx6FJnl7e6M1NW3atOvXr8fGxo6MjBQVFb344otYV7e1tX3zzTcWFhYzZsxobm7GZken0ysrK0NDQwcGBry9vbHNo6ysbHR0VKPRhISE6BYQ9TxcWtzX1wdViogdllMNYmQ5FTlz5kxISMjg4KBWq123bt3MmTOHh4fT0tKEQmFmZmZERMRrr70GADA2Nv7kk098fX0vXryIVbDDXe/r69u7d29YWFhfX9+pU6esra3hr+Nvv/02LCzMwcGhvr7+/fffd3Fx8fHx2b17N/Y6zjAnJ6cjR44gCBIeHv7iiy+Ojo6ePXuWTqeTSKSDBw8CADZu3Dhz5syffvrJx8eHxWKtX78+Nja2s7MzJycHpmBhYfHrr79qNBqVSpWXl2diYlJcXKxUKg8cOBAfH3/8+HGlUrl7925/f/8rV66UlpZyudzi4uK7d+82NDSglvv4+GzZssXQ0FCpVP7yyy8qler999+fNWvWnj17xjzvApugkZFRbW3tuXPnYmJiPv74Y+gHqVQaHBzc1NSEjTV37lwohQp37mdkZHh5eUGXdnR0YA2G4X19fd999113d3eBQLBu3Tqs5djwarUaQZDk5GQAQHV1NZ/PP3ToUExMzNtvv43trbE1Ymdnd+rUqbq6uuDgYKj/8PXXX1MoFHd39yNHjly7dq2uri4+Pn7Hjh1o9NTU1OLi4tDQ0LNnz9bX1wcHB+MkCbHt6t///reFhUVERMR7773HYDBQ/3zwwQeNjY3+/v5w9pvFYn3zzTeRkZEFBQXYARYqBjteWyWTydHR0V5eXuHh4QiCYFtFcXHxpUuXwsLCdDV9INgG5uLismvXLlNTUxqNVlZWplQqsQ172rRphw4dAgAwGIzk5GQej+fv7x8WFubp6YmmhrbtxsZG1CRsTcHmUVdX5+joePToUZyrPT097ezs5s6dy+fzcdnB8H19fcXFxdjq7u3tzcnJmTlz5pgif1jPwwPLOjo6goODDx8+3NDQMKZDCJ4URGc5FYHCymq1uru7e2hoyMjIaPbs2TExMU5OTh4eHkVFRfCHPDzAgclk8vl87LMGd/3ixYseHh4AgPDw8O+++45CocAtXwEBAeHh4cePH585c2ZiYmJXV5dQKGQwGNjrOMOg1qWrqyuLxbK1tc3Ozn7hhRfu37+vUCjgfJdWq2WxWDQajcFgNDQ0DA4OFhUVGRgY9Pb2whRIJNLatWsTExOZTKZQKJRIJLNmzbpx4wabzc7Pz3dwcGhvb9+8eXNycjKLxYK9tbm5ubOz88qVK1HLDQ0N4U9vPp/f1dUFd6yTSCStVosdWqHgErSwsJg+fToMDwA4deoUHCw6ODjgagGVQgUA+Pr6oi6FGu6owTAAh8Oxt7dns9menp55eXkqlQq1HBd+zpw5NTU1AABHR0crK6s1a9akpKSQyWT0sA4AALZGqFQqnU4PCwtDReZ++eUXOMR89913jx8/DhOHsnOQ7777Do5jAgICTpw4AaVH0QXVnZ2d2HZ15coVe3t7EolkYmKSmZmJ+kehUISFhVlYWKAStbDjWbp06XfffYfmZWBgANXe9bRVVPu0uroa2yq+++47OHAf8+gPAAC2gVGp1A0bNly+fLm+vv6tt97CNWwjIyO48RFqycIaxMm3Yts2VlEWrSnwuyYtjUaDjQ3rahKJhDYJXHY0Go1Op3t7e69atQpb3WKxODU1ddmyZY6Ojrqlw3keAICW6OTJk8eOHTtw4MD169fH9AzBY4boLKcis2fPTkpKKikpaWtrk8vl8OLIyMjp06erqqqio6MBAGOKf6LgNEjhE1YsFmN3Rpuamubm5np6eh49epTH4wUHBwcHB69evRp7XY+R3d3dZmZm//jHP2xtbf38/KCG6jPPPJOUlPTqq6+amZmZmZmx2ezg4OA5c+Zglb1mzpyZn5+PIIi9vf2VK1cCAwMtLCwsLS2Dg4PXrVtnbm7+wgsvzJo1C553CIupu/kdW0AWi+Xr65uSkgIFu3EgCKKbIIwOnYaKuejuOSaRSAiCVFRU4HLEGozqfWNzHB0dhfoA0HLd8HFxcf/5z3+8vb3r6+u/+uqrhIQEY2Pj3t5e9DxkbI3AK3CjOrSZyWRqNBoAwMjIiIWFhaura3Bw8Ntvv43agFa6SCTS/QFhZGSEbVfodZFIhJURplKpqD4ONnpPTw/UdteTJq6twnTKyspwrcLY2Lirq2tM50NwDWzRokVXr15VKpV0Ol23YUOzUa0GNFM0NWzbxt1F2xhOzRXravD7Di4YC5edgYEBTBNb3QiCHDx48IcffoAitOOBeh6CIIi5uXl8fPzChQt1f7MSPBGIznIqcvjw4dLS0sDAQD8/vyVLlly+fDk7O7uzs1Or1SqVyvT0dFNT0/Ly8pSUlPLy8vr6+qKiotu3b6PRcdefe+654eHhgoKC06dP79y5UygUNjY25uTknD17NiMjA84CffbZZ9999x0UtMReHx4eDgsLw9qmUqmysrLu3r0bEBDg4+NDo9F6e3vv3bunVqvhgYVXrlw5fPhwamoqn8+PiYm5ceNGVlYWOrKETJ8+XSAQPP/883CuadmyZe3t7bm5udevX6dQKBwOp7KyUiqV3rt3r6enp6io6Nq1awqFArU8JyensbGxpqYmJSUFvq4rLCy8dOnSV1991djYCABISEhoa2uDeWm1WmyCAwMD+fn5KSkp8I1aRkbGrl27Tpw4UVZWVlNTc/XqVaydHA7n5s2bdnZ2OJdiDcZK6nR2dpaVlR07dmzHjh1w/AQt1w3/t7/9LTs728rKSqPR0On0kpISIyMjePhUY2Pj3bt3sTXS1NTU2tp669atu3fvtrS0NDQ07Ny5c//+/YWFhRUVFZ988smvv/5aVFSUnZ2NWvLJJ5+kpKTcu3evoqLi73//e3JyclFREToTaGRkhG1XX3311fHjxzMzM+HJyah/hEJhRkZGcnJyW1tbc3MzAKC8vLympub8+fNffvklrI67d+/m5ubW19f39/fraaseHh4lJSU9PT24VvHee+9lZ2dXVlZmZ2ffunULqsICAHJzc+vq6urq6nANjEKheHp6QlljXMMGAFhbW0Ot3YyMjKGhodDQ0OvXr2MP78S2bdQkbE0BAIKCgrKzszMyMkQi0e3bt7GuBgD4+/v/9ttvsFPEZldQUFBXVwdV+rDVLRaLDx482NbWBl9/fvjhh9g2hvV8YGAgm82+f/9+WVlZaWnp2rVr7e3tnZ2d+Xz+5B8dBH8iCMHUQ6vVjoyMoP/K5XL4ogtBEKVSqdFoHiJNsVism4tUKoWKlAiCaDQamUyme72iogIba+nSpQiCwJAQqVQKY7W3t3/zzTcwqfXr1ysUCpzx2KzRTNGLEolEN83JFA12FbCMGzZsQBCkt7e3t7cXG0Z/ghqNRi6XSyQSpVKJu6V7ZUyDIUuXLh0dHdUt75jh0bLDM5Z1zUNrZEy0Wi32rm79IgiCbUW6YKtGo9FAF+khLy9v9+7dekxC9LZVtVqN/otrFdDzuv6EoHUHW9Tt27exd3EFF4vFarUaLTiMgoJr21iTsIyOjo6Ojo6MjEAlXpyrsWnissMCiwPzwhqJ+0Lpen48PxA8WYjVsFMREomEnXjEilg+tGgkVtMSzQWrUUkmk1HpTux17DQdPL4xPT0dTq9BYGASiWRmZqZWq3NzczUajbu7O5ykGlOBE32NhNXDxIqIomlOpmh+fn6ZmZkqlUomk8G3jw0NDbgBsf4EyWTyeEqhehyOk3W9e/duT09Pc3Mzuj5Wf3i07KhOKc48tEbGBKdBqlu/YCLtVmyRyWTymIKlWO7cuVNXV6dUKvVYpaetYlXOcd7GCcDiQOvuwoULDAbDx8cHexdXcPiv7pwqBNe2dQ8egMDRP1ZoF1tkbJq47HQLBesUNbKqqgo97Qei6/kHlQsmeDwQ2rAEfxEQQjuXgIDgT4N4Z0nwF4HoKQkICP48iM6SgICAgIBgAojOcooyngTlkSNH4FL7SV5/aJCJdDXH5KGVM8+fP7958+aHi/sH0VNStDiTlD8dD6VSuX//frSAt2/fxgmfjll9k3HmhPUuFotfeeWVkpIS3PUxtXD/PP48SdUHqpoLFy4cOXIkMTHx0drzSFJ7JHK4BH8eRGc5RRlPtTIgIAC7H2vC6w/NhLqaY/LQypnLly8fT/Dsz0ZPSdHiTFL+dDyuXr0aEBCwe/du+O+sWbNwwqdjVt9knDlhvRsZGYWGhqLbN1HG1ML983gIFdZJ8kBVc+fOnTfeeGPOnDmPVuL1kZTukcjhEvx5EKthpxxarRYrpInVNYVKmA4ODl1dXVixUCaTOeZ1KCJaVFSkVqtJJJKhoSEqeNbe3q6rR4pq0gYEBKC6mlQqFRW9NDAwyMrKWrVqVVZWllKpjI+Px8qBYsVUb9y4YW9vb29vn5iYOGfOnIGBAaxyJlbLVCwWl5SUWFlZYZ1QX18/ptKmubl5YmJiYGBgR0eHi4uLnZ1dVlYWAIDL5XK5XCsrq/EUbtEch4eHsS7SarVYBVGsW7DFQeVPR0dHCwoKSCRSeHj4mDKzEGwwiUSSlpbm7u7u6upqaWmJhmlsbGxqapo9e7ZSqYTVp1arUZuLi4vR3KlUKlZB9MKFC9OmTRseHvb09IQRWSxWb29vdXW1QCDw8PDAtpkx2xhOCxcrHQwAwCZ19epVbD02NDRAVd62trb4+HjYtKBUEFpHlpaWWLc4Oztj2zPMEadLXFNTMzw8bGtra2Njg60CoVCIa8+6Oqto1WAVldGSYotWXFzc1NSUnp4ulUqxvtWvwYt+NWDpjI2Ny8vLBQIBj8errq729PQ8duyYrsYsVg3Yzc0NlWuGGrP5+fn29vZQtAjNHa6O1mg0OOlgrAwvwROEGFlOObBCmuC/dU1ZLFZDQ4NQKMSJhY53HQBw+PBhBEGEQqFIJMJ2SGPqkaKatFwuF9XVxIpe2tra/vzzzwAAb29vKAaLlQPFiqkaGxtfvnwZqm62tLRgE8FqmUokkg8++CAyMhIVf4GMp7RpYGBQWlp67969uLi4f/3rX/X19d7e3ps2bWIwGJWVleMp3GJzxLkIpyCKdQu2OKj86TvvvBMUFOTl5bVp0yZdmVkUbDA2m+3j4+Pv74/tKWtraxkMBtS2RasPazM2d5yCKJPJ3LNnj1qtHh4ehhGHh4e3bt0aExNz6dIlqVSKbTO6DQynhYuTDsYlhatHVJVXJpNt2rTJ19f31KlT/f392Dqi0+lYt+DaM2oDWtKcnJzk5OTQ0NDDhw/jqgBXWSKRSFdnFa0arKIyvIUrmr+/v5mZWWRkJNa3+jV4IdjSGRsbDw0NnT9/HrpdIBCMqTGLUw/GyjVfvHgxJiZm69at4L8VgGFeUIQPSgfn5+dj2wzBk4XoLKciWNVKnK4plC7TFQsd77pMJjMxMaHT6UqlEvtLeUw9UlSTFuYOdTWxopeoYKaJiQmVSsXJgWLFVFF9Tl3lTKyW6fXr1729vUkkEk4adDylzfb2dlShdN68eSdPnjQxMbG0tHRxcUlISBhP4Rabo66LsAqiWLdgiwPlT2tra8ViMZ1O53K5BQUFSqUSJzML0Q0Gs8AW0NLS0tbWFmrbotWHtRmbO05B1Nzc3MXFJTIy0sHBAUa8efMm3H340UcfGRoa4toMDpwWLk5hFZcUrh6xqrwWFhZ0Op3H4/X19eHqCOcWbHuGYEt67NgxqIb41Vdf4aoAV1nGxsa6OquwanCtF97CFQ0qu0JLUN/q1+CFYEvX0dGxYsUKEonU1NS0fPlyCoUypsYsziGoXDOXy3V2diaRSHDGFZs7mh08XwUA4O/v/2ec10bwcBCd5VQEVa1ExtI1RcGKhY53PTQ0tKGhgc/nL1y4EA0wnh4pqklbWVmJVc5ERS/B7zuyZTIZPI4KJzGKiqmiX370oYNVzkS1TI2NjWGhdPf7jqm0iRVi7e7uhv+iW8LHU7jVVU/Fuggtqa5bsNqwAABjY2NUCBTK1IH/lpnVEwzHmKK+OFVeXO4AoyCK2wXP4/FQ7QiRSKSnzQAdLVycwio2qZGREd16RK/oF8vFukW/Riuao1gsHrNlopXV3d2tR2cV23rhlfFUkbG+1a/BC9EtXUBAwN27d+H075gas+M5BOcZ3dwhc+bM2bNnDzwxjWCKQHSWUxFUtRKnazo4OJifn5+eno4TCy0tLR3zekNDg0ajOXPmzIkTJ3744Qc0fZweKapUgmrSurq6orqaUKITil4CAKKjo2/evHnr1q22traOjg6sHCjAiKnCF6i5ubnd3d2XL1/GJoLVMp03bx6ZTC4pKUlOTq6oqIACpAAAbHhdYdW8vLyysrKGhoa1a9fCWa+ioiIAwHgKt9gcdV2EllTXLWhxoPypQqGYP39+SkrKhQsXNm/eLBaLcTKz0HhLS0tsMKlUmpubm5iYKBaLYQCctm17ezusPqzNWGfiFERTUlJyc3Pb2tokEgmMOGfOHLFYnJ2dfePGjTHbTEpKClr7OC1cnMIqNikAAK4esZYXFhbW19eXl5ffuXMHW0dyuRznFrQ9ozZgS/ruu+9euXKluLg4IyMDVwWtra3YyiopKcHqrEJg1TQ3N2NbL7yFK1peXl5tbW1eXh7Wt/o1eGE62NJ1dnauXLmSz+cvWbLkxRdfrKqqGlNjFtdosdrCKSkp1dXVTU1Nubm52NxROVwAwMqVK+vr63XV6gmeIISCzxRFo9HAKSMAgEwmMzAweDiFmg8//HDHjh0kEunkyZM2NjaxsbHwOhxeMJlMbLIIgkgkEnTUolQqcWphEKlUamhoODw8bGxsDA9yotFo6DTj6Ogo/G2OIIhcLodzX7picvAMYVyCehZ2wjAAgJ07d86aNcvT03NMeTao381isWDuLBYLLR02RxxoSXXdghYHRaFQUKlUeMilHiYZDIuuzWjuUBlVvyId6iIwUZvRarVwmQyc7gY6zsEmpb8exzMAB7Y9j1lS1IAxWyYai0QijVePuNaLMl54rG/1a/g9aOkmEwVFN3elUimTyVpaWoilPVMKorP8i/P99997enrS6fR79+69/PLL2NeWTyODg4Nvv/22t7f3Bx988KRtISD4U9i0aVNCQsK8efOetCEE/wXRWf5PQOimEhAQEPwRiHeW/xMQPSUBAQHBH4HoLAkICAgICCaA6Cz/sojF4jVr1ty5cwcAsHXrVo1GM2EU/RKXGRkZzz777KMyj4CAgOApgugs/7IYGRlFR0crFAoAQHx8/Hjn3GI5deqUnrtRUVGTSYSAgIDgrwehDTtFKSgo0Gq1Tk5OFhYWg4ODNTU1VCo1ODi4paUlIyNjwYIFJSUl06ZN02q1lZWVwcHBJiYmly9ftrGxUavVarUaFeEEAMANkRqNhkKhNDQ09Pb28vl8FxcXjUZTVVXV2dk5e/ZsEom0e/fukpISGxubOXPmAADS0tLUanVYWJiBgQHcOUcobxEQEPzPQowspyKHDh0SiURBQUG7du0aGhratm1beHi4QCD49NNPbW1tL1y4UFBQEBcXt2bNmo6OjhkzZmzZsgUAYGpqumPHjuDgYARB4BWItbX1hQsXFApFYWHh2bNnw8PDjxw5otVqL1y4oFQq3dzcNm7cSCaTZ82a5eLiAkWot27dim7nl8lkGzdujIiI4HK5T+pgEAICAoInC9FZTkV+/PHHWbNmkcnk3bt3X7p0CSqS2NvbJycnUygULpcbGBhIJpNVKlVQUBCPx+vt7QUAmJmZubm5kcnkqKioK1euoJuCyGQy3Ox/9OjR+Ph4AMDXX39NJpOXLVs2ODjY0dHR0tIC/lvA89KlS/BcCBMTk8TERHd3dyqVamFhMeEOawICAoK/JMQ07FSEw+HI5XIDAwORSMTlcltbW+F1+AIS/C4vOaa+KABALpdDqWhcsqgIp0ajUSgU77///oYNGzw9PTUaTUdHB+wmOzs7qVQqj8cLDAykUqkeHh6FhYVtbW0wBbQDJjZuEhAQ/E9BdJZTkX379u3bt2/evHm9vb1LliyprKyEupE7d+4UCoWNjY03b950d3cXCoW5ublisbi9vR0eU1BbW1tTU5OUlHT48GGJRJKVlWVkZOTs7NzU1HTnzp0tW7Z8/vnnFhYWbW1tCxYsIJPJra2t9+/f5/P5dXV1ISEh9fX1hYWFzzzzzK5duw4ePBgTEzM8PBwfH5+enn7v3j2oc11QUDA6Onrp0qW9e/c+aT8REBAQPCYIBZ+pC1ZYUiqVGhgY6B/MVVVV/fzzz//6178YDIaekGKxGNXPxCmIIgii0WhQOVOcAVC+lcPh6GpgEhAQEPy1IZ56UxfsC0JDQ8MJpz2Tk5ObmpqGh4f1h8QqTUNhbjQ8iUTCCn/jDAAAmJiYED0lAQHB/yDEyJKAgICAgGACiFECAQEBAQHBBBCdJQEBAQEBwQQQneVU5OLFi7GxsT/99JNcLp8wMCroumfPnp07d2JvHTt2rLGx8U8xUS9paWlLly6dZGCFQjEwMDCZkj4cg4ODAwMDMpnsT0qfgIDgfwGis5yKLFu2TCgUvvTSSxOe3g4wgq7Lly8fHBzE3vLz8zM3N/9TTNRLTEzM5HdhJiYmhoSE/Pbbb48q997e3uLiYvi5v79//vz5//znP1977bWXX36ZeENPQEDwcBD7LKc0Eonk2rVrYWFhbW1tTCZzxowZ2LtarRYn6AoAqKqq6ujoSEhIUCgU9fX15ubmxsbG2dnZdDqdQqEEBATgsigrKxscHHR2dmYwGOXl5Vwu19nZubCw0NbW1sPDo6Ghobm5OTAwkMfjFRQUDA0Nubq6NjY2RkdHNzc3t7S0JCQkjIyMJCYm+vn59fb2mpube3l5jZm+nZ3dmGVcsmTJ8ePHn3/+eWyU2tpaPz8/d3d3mUyWlpZmY2NjampaVlbm5+dnbW3d3NxcVlYWFxfH4XByc3O5XK6NjU1GRkZMTMzAwMC5c+dqamqWLVs2ffp0Gxub6OjoNWvWuLu7v//++wUFBb6+vklJSXQ6ffbs2XQ6vaqqqrW1NTo6Oj8/38bGxtXVta6urry83MLCwtfXl8vlarXaW7duMZnM6Ojo0dHR27dv29nZGRsb19bWRkdH0+l01Oze3t7y8nITExOFQiGTySIiIrKysiwtLb28vFANXgqFAqV6FQpFYGAgdmUyAQHBVIYYWU5p2Gx2R0fHd999FxYWdvDgQai/g4ITdAUAZGdn29nZNTc3JycnM5nMzs7O8vJyKJI3c+bMiooKXPopKSn5+fmxsbE7d+60sLBQKpVHjx4dGRmpqKhwcHDo6Oi4fv367NmzX375ZQCAt7f3Rx99NDo6am9vv2zZMnNzc6lUevbsWRMTk8bGxqSkpOjo6CtXrmDHiNj0J1/qn3/+mcfjffjhh+Xl5QiCXL9+va6uTqPRHDp0SKPR5OTkbNmyRSaTPf/881KpVCaTffbZZ1qt9uLFi4WFhVqtVqPRaLVatVqNChvJZLLq6uqCggIHB4fS0tLW1tahoaHVq1cDADQazcmTJ+fNm9fR0ZGZmSkUCrdt28bhcA4ePFhaWgoAePHFF1taWgoLCw8ePIggiFqtnjdv3q5du5qbm9vb27Fmm5ub37x5UyQS8fn8n3/+2cDAoLKyEgrzohq8AIDvv/8+JCSERqNBkUICAoKnAqKznOqYm5v7+/uTyeQxdcyxgq4AAG9vbyMjI4FA0NnZCQDg8XgAgICAgPfee+/VV1/FDUwBAMeOHeNwOPn5+Y6Ojv39/QsXLnR3dz916tTmzZuZTKa1tXVwcPDdu3dlMplWqzUwMDA3N/fw8BAIBEwmk8fjoRmZmprCAeXy5csPHz48Zvp9fX2TLPKiRYsuX76s0WiSk5MNDQ0///zz8vLynp6el156yc7O7vvvvz9w4MBLL720ZMmSlJSUiIgIBEE4HI6vry+CIPb29pGRkT4+PosXL0bHsvv27Tt58uT+/fv5fL6Pj49cLs/KysrPzwcA+Pr6Tps27bnnnnvllVfWrFljZmZmZGR07dq1uXPnRkRENDc3w0HhyMjI9evXGQzGokWLNBrNgQMH1q1b5+TkhDWbRCKtX7/+2rVrw8PDKpVKo9F4e3ubmpriNHi5XG5UVFRpaamDg8MkHUJAQPDEITrLp4DxNGABAKigKxymjBkSnuq1ffv2bdu24aLz+XxHR8fg4OBNmzZB2QEHB4fW1tampiYAwK+//gpnO1ksFpSHRdMfz6Suri7sW1Jc+hO+Mvzmm2+6u7v379+/Z8+ef/7znzBxMzOzoaGhixcvwqOneTxec3MzAKCpqcnU1BR9OdrT0wM/UKlUrVar1Wp//vlneGXr1q1ffvmln58fAODdd9+NiYn57rvvPD090XxDQkLgh7a2toULFx44cIDNZh86dIjL5XI4nA0bNmzYsOGjjz6CYWbMmDGeMoOrqyvUhXjuuecOHjwIf0C8/fbbNjY24eHhUIM3LCwsNTVVqVReu3ZNvzcICAimDkRnORW5dOkSnOHs7+/PyspKTU1taGiAoq+4kM7OzlDQFc4B1tTUNDQ0pKam5ubmdnZ2wrjFxcUnTpwQiUSvvPIKLvrWrVuvXLlSWFh448aNnp6etWvXksnkf/zjH0uXLs3MzNRoNMPDw/fu3RMIBHfu3MnLy2toaCguLr5582Zzc3NDQ0NSUlJxcTEc7xYWFlZVVV27du2LL77Iz8+vr68vLS3Fps9kMr/44ovjx4/jbDhz5kxpaelrr7322muvnTt3TiAQcLncTZs27d27NyUlJS8vDwCwePHilpYWDocDAPjggw+++OKL5cuXi0Qi+NaQzWavX7/+1q1be/fu1Wg0M2bMyMzMfPXVV01NTfv6+pKSkk6cOIFmt2TJksOHD//973/v7e394IMPTp8+fenSpe3bt8Mw3d3dn3766RtvvHH+/Pno6GgTE5P169evXr36vffeKy0tHRkZef3118vKyl5//fXxTiubN28ehUJZtGgRfAkKAIAavElJSVCD9/Dhw4WFhS4uLkFBQX+gjRAQEDxWCAWfpx6coOuYARAEUSqV462tlUgkbDZ7zFtqtRpBEBqNpv+YkW+++cbFxSUiImLMM7yw6VdUVPj4+Ogrz+/5YkuUmZnZ0dHxwgsvoFfgWdbov1qtFjfa072CAh2iR7dPqVSiQ+cxs9MD6iisAVgNXgRBJBIJsbSHgODpglgN+9SDE3QdMwCJRNKzC2W8nhIAgKasp6ccHh4uLi5ub2+Hh2XqSb++vl4gEOgxVTdfBEGWL1/OYrGOHTuGDYDrunR7Pj19IXSIntxxPaVudnpAU8YagNXgJZFIRE9JQPDUQYwsCaY6QqGQz+cT504TEBA8QYjOkoCAgICAYAKIBT4EBAQEBAQTQHSWfxEOHDjw+eef6w+Dqsg+EBkZGXDPxuR5IG3YKYtYLF6zZk16evrDRd+6datGo3m0JhEQEDwpiM7yL8Ly5cvH28wAaWpqgtswHpSoqKjJL2+BPJA27JTFyMgoOjpaoVA8XPT4+PgH9RsBAcGUhVgNOxW5du0an8+fPn36lStX/P393dzcysvLoeJoTEyMQqHIzMyk0WgxMTEAgM7OTqFQiBUp1WVgYODjjz+ePn26oaHhjBkzBgcHa2pqqFRqcHCwnlhyuTw/P9/S0hK9ggq9MpnMsrIyIyOjkJCQW7du8fl8Nzc3rFUoxcXFcrncxcWFz+fn5OSIxWJLS8ve3t7IyEjdRacoIpFIKBRKJJLIyEg9Fg4NDZWUlJiamkLBAWxe165ds7W1JZFIg4OD0dHRRUVFKpUqLCyssbExJycnOjq6sbHR29ubz+dnZ2crFAonJyeVSuXm5oYTsx0dHc3NzaXRaFD/qLOzs7q62szMzM/PD82ip6cnISEBAIBq8Jqbm3d0dGg0mvz8fKlU6u/vPzIy0tTUFB4ePjw8jKagp2gEBARTCmJkORURCASnT59mMBhisTgzM3NkZOTOnTtBQUH3798HALz22muRkZHGxsbHjh2rrKz88ccfIyIihoeH9STI4/GCgoKCgoICAwOHhoa2bdsWHh4uEAg+/fTT8aLIZLKNGzdGRESgMntYoVdzc/O8vDyo31ZdXW1paYm1Ck3k66+/plKp4eHh+/bt6+zsnD59+vvvv29lZRUYGLh06VI9s5Rff/21u7t7Y2PjL7/8Ml4YsVj85ptvxsTEFBcXV1dX4/ISCATvvvuuk5NTfX39tm3b/Pz8zp4929bW5uDgcPLkycHBwbi4uI0bN7a2tk6fPn3Lli0UCqW4uFhXzDY1NTU4OBgK8/b09Gzfvn3WrFnp6emNjY1oFlCMF6vBCyVhFQqFu7v7Z599ZmZmxmAwhEKhWCzGpqCnyggICKYURGc5FbGwsIAfoHQch8MpKChYuHChubl5fX19V1dXWVmZUqmUSqXffvvt3LlzAQDOzs760ySTyRQKhUQiXbp0ydXVFQBgb2+fnJw8XvjExER3d3cqlWphYQG3beCEZDdu3Hjp0iWtVuvt7T00NIS1Ck3k+PHjvr6+AIAZM2acO3fO0NDQxsbGzMyMy+UaGRndu3dvvNy3bNly9+5dMplcXl4+XpikpCRPT08ymbxmzRovLy9cXhYWFi4uLlAp19LSkkajCQSC7u5uKpXK4XC8vLxIJNLs2bPPnDnDZrMtLCzs7OxeeOEFXTHb0NBQVJj36tWrhoaGcLTd2tqKzaKzsxOrwUsmk01MTAAAPB4vLCyspKSktrZ23bp1uBT0VxkBAcHUgZiGnYqg85NDQ0MAgO7u7p07d5qYmKxbt+6LL75gsVhw+tTT03PXrl0dHR0AgAm3AME98sXFxVwuF31M63khZ2JiAvVg0cRRodcZM2YolUoDAwM2m33u3LklS5bIZDKsVdiCQC2erq4uLpeLTb+7u9vMzGy83FeuXHn+/PnKysr6+vqOjg5ra2vdMDweDx1Pi0Qi3bwmVLLt6OiAc62oSgCujLi4fD5/aGgoODg4ODhYJBINDw9j70IN3vb29k2bNl24cAHN5R//+MeOHTuee+45EomES2G84hMQEEw1iJHlVEQgEIyOjpaWltbX19++fbutrW3//v1CoXDhwoXOzs5Lliz59ddf8/Pzm5ubt2zZUlhYWFFRkZqaWlRUpGewEhIScvPmzaGhoSVLllAolNzc3OPHj+s5OSs+Pp7L5d67dy81NbW+vr6goAAn9AoA2LBhQ2lpKYvF4vF4WKtQbdgDBw4cPXo0Pz+/t7cXKtP29/cXFhZev359wYIFLi4uY2YNheJqa2vb2tq6urrGO64kLi6OSqWmpaWlpqYODg7i8sIq5ebk5EBV21u3bsG4aWlp9+7dGxoaWrVqVWZmZkNDQ2ZmJvhvsVy1Wo0T5l20aNHIyEhGRkZqaqpEIsGJ8ebk5KAavEKhsKmp6c6dOwAABwcHkUgE31DiUphccyAgIHjyEKIEUxepVEqj0VQqFZwFFYvF6ABIpVIhCIIu6pFKpSwWSyKRQKnx8cBKnkqlUgMDgwnXrEqlUkNDw+HhYQ6HA8emOCFZrAIqzioUbJQFCxZcu3ZNpVLpWd2DzVq/Ji0abMy8xmPZsmVnzpxRq9XjqQLpTwSXI4oeDV6cUO14KRAQEExZiJHl1MXQ0JBOp6NPVaygKI1Gw/ZJhoaGZDJZf08J/lvy1NDQcDK7O2DuJiYm6LMe14tg+wCcVSholMzMzJ6ensrKygl7SjTrCY3E9ToT9pT19fX9/f2JiYl6uiv9iYwXkUQikcnkMTV4cUK1RE9JQPDUQYwsCQgICAgIJoAYWRIQEBAQEEwA0VkSEBAQEBBMANFZPh1s3bp1wglzsVj86quvQi3TyYTXT0NDQ3R0NG6vxR8hMzMzKSlJTwCJRHLgwIFnn332ypUrFy9e/OCDD27cuNHT03Po0KFHZcMPP/xw7NixI0eOtLe3jxng4eRzCQgI/vIQneXTQXx8/IRLXYyMjCIjI+HWycmE14+rq6uNjc0jfKXt4OAAxRDGg81mL1y4sK+v79lnn122bNnOnTslEomxsfHMmTMflQ09PT0ikSg6OtrGxmbMAKdOnXpUeREQEPyVIEQJpiKXL1+2tbUdHR0FAISFhbW1tXV0dGi1WqFQmJeXFxER0djY6OfnBzf1l5aWDg4Oenh4WFlZweho+MLCwuHhYScnp4aGhtjYWLg58u7du1qtNjw8HP6LA6qb0un06dOnAwAGBgbKy8u9vLxg4kVFRQqFws3NDUGQ8vJyU1NTiUSiUCjCwsJycnLs7OwaGhrs7Ow0Gs3g4OCsWbOwKVdWVlpYWEgkkmvXroWFhd2/f5/D4Yynj5qXlxcSEhIaGlpdXT04OAgvlpSUSKVSNputVqu7uroEAoG3t/dvv/0WFBTE5XJv3rwZFRXV0tISERHR0dFRW1trYWHh4+ODTdbHx2fGjBnGxsZjZlpTU3Po0CGYrL29fX9/f11dHZ1Ox/XWarU6Ly/PwMBAJBI5Ozubm5tnZWUxGIyoqKiCggI9Dof6tLa2tmASiksEBARTCmJkORUxNjbeuXNnSEjI8PDw9u3brayszp8/r1KpHBwcfvrpJ7FYHBsb+/rrr/f19SUlJRUVFcXFxe3YsQONjob39vb+4IMPEATh8/l79uwBAHz00UfW1tYhISGfffaZbr7JyckMBmPmzJmVlZXwSkFBQUxMzFtvvQUA2LlzJ4vFCg8P//e//00ika5duyYWizkczsWLF9lsdklJibW1tZmZ2fvvvw+V37Ozs7GJ83i8X375hc1mt7a2Qj3bL7/8Unfac3Bw8NKlS//+978BAHZ2dl5eXocPHwYAHD16dHh4GGo1ODk5mZmZnTt3jsVidXV1FRQUmJiYVFVV/fbbb93d3UKh8Msvv4yPj09MTITyRigKhUKhUHz33XcFBQW6xffw8LCzs5s7d669vf3g4OD27dvDw8PZbPYXX3yBDbZhwwY/P7/Lly9bW1tzudzXX389KiqKSqWeP39ev8N9fX03bdpEoVBKS0sn1Q4ICAimDERnORXh8Xhubm5kMnnu3LmnTp2iUChwMESlUtlstpeXF4VCiYyMvHjx4k8//WRsbJyfn29tbS0Wi2F0NLyBgQGfz3d1deXz+fAt3dWrV4eGhiorK8fclBkQELBp06bXXnsNnrABAAgLC6NSqbBLO3PmjJeXFwDA3d390qVLb7zxxo0bN2QymVgsRhAkICDAyMjIwsLC1dWVzWbz+fzOzk5coeAHMzMzf39/MpnMZrNHRkZwNpiami5duvT111+H/zKZTLhzUSqVcrlcGo2mVCpNTU1x8rkAAAsLCycnp+XLl9+6dYvNZkOfQOl5lCVLljg7O8fFxe3atUu3+CQSiUQiwXO1Ll265O7uDgDw9PQ8e/YsNpharTYwMGAymVqttrOzs7e3t7S0VKvVDg8P63e4kZGRubm5g4PDsmXLjh07duDAAawqHgEBwVSGmIad0ojF4jEnSwEAnZ2dISEhAoHA0dExMDDQ399/zPeLOFlUHo83Y8YMCoXi4eGhGxiqm7a2tn700UenT59Go8O4VCpVo9FQKBQ4/ejl5VVVVZWQkJCQkHDgwIFVq1aNmeOYTBhm8eLFuCsBAQFdXV0GBgZr167FpjA8PIxqzELdBoFAIJFIdPVXm5qaLl68+P7778tksvFOmoQveqGCbm1tLQAAQRAajYYNs2TJkuTk5Llz53p4eAwMDKCiuHDKV7/DUWWJ+Ph4tVo9poIBAQHBFIQYWU5Rampqampqvv/++0OHDgmFwubm5tTUVHgrLS0tPz9fq9UuW7Zs69atly5dKiwsTEpKUqlUOTk5t2/frq+vh+Hz8vIaGxvLysqSkpIaGxvb2tq+/PLLw4cPFxcXw5nAuXPn1tXVoZmWlJT8/PPPYrH4hRdegJkmJibeu3evubm5qKho3759x44dy8vLk8lky5cvBwDEx8czGIzly5cXFxebmpoCAJKSkqqrq6HUamZmplwuRxNPSkqqqqpqbW3NycmBgquNjY0pKSloAIlEcvny5d7e3t9++w3tRGERamtryWTyqVOnTp06tX//fo1GY2NjI5VKS0pKmpqakpKS4GRsYmKiSCRatGjR4OBgVlbW7du3sdO8zs7Otra2jY2NN27c+Pjjj3WLDwCIioo6f/48giBLly4dHR3Ny8v74Ycf9u7diw1z//79q1evHjly5OLFizwe75lnnrl06VJeXl5ra6t+h2dkZMDTNAEA9vb2zs7O6GtmAgKCqQ5CMPUoLS396KOPZDKZVqvF3Vq0aJFarZZKpdiLcCJ0kmi1WjT6yMiIUCjE3lKr1TKZTE9ciUSC/qvRaHAf/jz++c9/wlzu3r37ww8/wItweRHOG+gt3YsajaampkYul8N/ccWHKBQKbCK4Kujq6tq/fz+CIFqt9vPPP6+vr0cQRKlUjo6Ojmc51uEEBARPKcQ07FQkJSWloaFhZGQEN01XX18/MDCQmJi4cOFC7PUJBVGxkEgkAwMD+Lm0tDQyMhJ7i0Kh6JkbJJFIWF1TVPIUp336Z+Dk5ARX6jY0NMTHx8OLekRWx7xFJpOx88+44kNwCrq4u6ampiQSCY4O2Wy2vb09AGBMRVwUrMMJCAieUghtWIKnCWSiQ0j+qmgQ0C9Ty9V/zW8rjUwyN6DQKZOo2YEBMDgI/pJPLRIJ8PlgouMQCJ4UxDtLgqeJ/82eEgCgRRD1IxNTmnJoEEQzme4PQcDo6F+zpwS/l45gqkJ0lgQEBAQEBBNAdJZPB/o1S+vq6nDv3jIzM2/duoULNjIysmrVqry8vD9uT0NDA8yxp6fnm2++mYyRujycEOvow/76/vTTT7///vsHvTVhdoODg7t374a6DQQEBH9ViM7y6QDuehwPd3d33CYEBwcHXUE1DocTHh7+SLTCXV1dYY7GxsaogoF+I3V50PAAgMrKypKSkgeNBVm8eDGq2zDJW5PJLikpydfXd9++fQ9nFQEBwVMBsRp2KqJWq6urq7u7u2fPno0gyFdffVVXV+fg4BAXFyeTybKzsw0MDMLDw3GxBgYGiouLfX19+Xx+RUUF7MxUKlVeXh6bze7v7/f19QUAKBSKzMxMLpfr7e2NjY4gSFpamkAgMDQ0tLOz++2336ytrd3d3a9fvx4ZGWltbd3R0dHU1GRjY+Pk5ITGqqqqGh4e1mq1qJFWVlbt7e1OTk5sNrusrMzPzw8V2YGitVKpNCIiYs+ePTB8QEDAzZs3o6OjW1pafH19b9y4ERkZqVKpMjMzX375ZTKZXFtbOzQ0ZGVlxWaz//Wvf4WGhjKZTCMjo+zs7JdffrmwsLC/v3/+/PlQc0cikXh7exsaGkJF1qioKBqN1tbW1traqqsWBE3C3hoaGhIKhWq1Ojg4eGBgAM1u+vTpYxZfIpHk5uba2dlZW1uXlZXBUoSHh6tUqvz8fARBwsPDpVLp9evXw8PDm5ubraysTE1N0Wp6BG2FgIDgsUCMLKci58+fBwCYmppu27aNTCbHxMR4eHjExMQgCPL3v/89JiZGLpffuHEDF6uwsDAqKmrTpk0AABMTk8uXLwMANmzYEBAQcPr0aVdXVygfk56eHhER8emnn+Kir1y50tbW1srK6m9/+xsAgMvlQinXpqYmKBW7f//+qKiorVu3YnsdLy+vb775Bmuki4vLnj17jI2NDQwM8vLyUJU7AMDJkydDQkKUSqVCoUDDm5iYlJeXJyUltbW1MZlMmJ2Njc2pU6dgl3Pt2rXQ0NBDhw7xeLyAgICQkBBfX19bW9vTp09D/dv9+/cDAAwMDL788ksymdza2vrhhx/a29vPmDFj+/btZWVlZ86cCQ8P7+/vxxVZ99bu3bt9fHyysrLS0tKw2Y1XfDab7evr6+fnN23aNLQUKpXqzTffnDFjhr+//z/+8Q8jIyOhUHjixImoqKh//etfRUVFMTExsJoICAieFoiR5VRkxYoVqampTCazuroaAEChUMhkMplMrqur6+vrKy4uplKpOOVVAEBoaCiDwYCiOWgXBYVMGQwGutsvJCSERCLRaDSVSnXy5EmxWGxnZxcZGdnc3Ozi4gIAgOpxqPgqKib3+uuvQ6X19vZ2KBILAGCxWHBfJmokmUx+++23f/nll+Dg4Lfeegu7BZNGo8XExKxcudLY2BgNDwAwNzd3dnaOiYlBs6NSqSYmJgCAn376CerE7t69GwBAJpMpFAq0H9W/hQaYm5s7OTnBE0Ju3Ljx7LPP9vX1sdnsI0eOvPHGGwAAJyen3t5erMd0b23evPnWrVs0Gq26ujomJgbNbrziQ5NwpWhsbBweHoY6hc3NzT09PWZmZpaWliQSSaVShYSE0Gg0rLbRQ6BWq6orygf7+/5IIk8QE67ptOn+OB3Bh0ahVNY0NfUMDEz9jXBkMtnKwsLDyYlGJZ69TxlEhU1F3n777U2bNllZWSEI0tHRAZ/F1dXVJiYmqBIpVvUUgtVxRVmyZElSUtKKFSvg9nnw3+KlUKHUwMDAwMAAfXyrVCrw3+KrAICmpqY9e/YcOXIkJSVFLBbrTmmiRrq4uMyZM2fRokUeHh64w7BiYmLeeeedzz//HJ5phYYHGNFUXL48Hg/mJZfLaTQazKW4uDggIACG1Gg0UqkURkGzMzU1nTlzJpQg2LlzZ2dn5/Tp03WfpCYmJrhbq1ev/uWXXwAALS0tqOeLi4uNjY1xxR9TiR6WgsPhoP6Ry+VQ2QAt15jV9KDIZbKbF88FBfoxGWNLB09l1GrVjdQUB2cXE67pH0+ttbPz+0uXjAUCGzs70p8vjvEH0Wo0RUVFV9PSXl+2jI+ZdCGY+hCd5VSETCa3tLTU1tYaGRm1trZOmzbtwIED3t7eCxYsmDNnzpUrVywsLExMTNC+oampqaWlJTk52cLCQigUVlRUpKWllZeXi0Si5ubmmpoarVb7zDPPREdH5+bmNjY2Ojk5wfCLFi1CM33jjTeuXLliY2MDT+qwt7cXi8XFxcX3799va2vbsGGDSqUqLS1lMpm3bt3icDgtLS1JSUkmJiYNDQ0NDQ3u7u7QSDjqioiI4HK5uHIdPnx4w4YNPj4+cGIThreysiosLJTJZO7u7mw2Oygo6Pr164aGhnK5/MqVK5s3b96xY4exsXFbW9vixYtDQ0Nv3LgBFXxiY2PT09OVSmV/f39JSUlKSkppaWlzc7Ojo+P27dsPHz4cHh4ul8u3bNly4MABW1vbzMzMvLy81atXQxlbAADu1t/+9jcymVxVVTU0NFRTUxMXF4dmx2azscWHh30CAKRSaU5OTl1dnbOzM1oKCwsL+BtldHR0zZo1Wq0W6/bExESBQACrCXfc5uRBEITJZD63bBn6I+MpQqlUllRUPZJR4JBI9J9ff138yivBwcHw0JgxgyEIotVqx1PPn5A/GB2XlEajuX3r1re//PL+6tUG4xyTQDAFIRR8pigymczAwAAVrIEKpfDrqlQqKRQKdRLTON3d3b/88stbb72l1Wo//PDDzZs3619UolQqaTTakiVLrl69Cq9IpVIKhYIgCJzqlMvlLBZrPBkdaKRarWYwGLdu3Zo9ezYuAIIgEokEfb5jC4VFrVZrtdrR0VEGgwFn6iQSCSrpp1Qq0VEa9JJIJOJwODiTEASRy+WozpxUKmUwGAqFQlcaEHcL53lsdvqLr+tMMpn8qGYaVVqkV6pRaf/v2zoiGj52aM/2T7c+pZ3lPz/Ztmr9O1zT/xtakUnA3IDKok7kVQQB3d0As275Vk6OUC5fu24d2orEYvF//vOf1atX83g8qVTKZDKLiopsbW2rqqrgsaMkEkmhUMATzsVi8a+//rp69WoAgEQiYTKZFApFLBbD30ZqtZpCoUBF4rKyMh8fH3iuHJQCNjAwoFKpubm5JBIpJCREpVIpFAoWiwXnDEgkkkwmY7PZGo2GTCar1ery8nIbGxu47E6tVh/evz/Yzi4Ud/i5qSn4/a0HwVSDGFlOUeBTHn0oY9/8YcVL9WNqaoogSE5ODoIgAoEAXZU6HgwGo6ampre3Ny0tDb5BxImjwi5zvK4CGnnu3DkajYZbagshkUjYh/t4irLwdwBWcBXbw2GLD72Em+xF88IqssKCjCmii7uF8zw2O/3FxzH5aiJ4OBAE6R4YcPL1xf7eSk9PVygUvb295eXlQqHQwcHhypUrK1euHBoaSk9Pp9PpLBarrKyMw+G8+OKLnZ2dNBqNRCI1NDTcvn3bwsLC1NQULpQrKSnhcrmDg4MkEikyMlIkEp0+fVomk82dO7egoKCnp2fRokVeXl7379/39vbWarUXL17s6uoKDw+XyWRDQ0PwrNMZM2aIRCKBQNDd3X3jxo1XX30VdpZUKtXJza2jpeWJ+Y7gwSE6y78ydDr97bffhp91t5qMiaenZ25u7h/J9OWXX/4j0QkIJo9Wq8WO3QcGBrKysrhcbltbm1AoXLhwoVKptLS0BAAwmcySkhI+n69QKGQymVQqValUra2tNjY2cNOUUqlsa2szNDSUSqVNTU1kMlkgEGi1WoVC0dTU1N/fPzw8bGdnl5+fz+PxyGQyPImip6dn9uzZcrmcwWDAk8CrqqoYDAaVSg0NDS0oKKDT6TQaTSKRODg4YEX8qVSqTKN5Ai4jeFim+vtwAgKCCZlwbS2c8cb+i72LIMjkpSo0vz/i5XK5SCSCy8HQdPQsXNJ/95FQU1Nja2traGioUCjUanVfX59MJjMxMbl//76Hh4darTYzM2MymY6OjnFxcTQabXBwEK5MHh0ddXJy8vf3r6iooFKpBgYGRkZGZDLZyMhIq9WKxWIWi2VraysSieCbeKlUamhoiCDIwMAA3Arc0dHB5XJNTEyqq6vDwsLodHpvby+Xy1Wr1V1dXWZmZhqNhjjr+6mGGFkSEDzdSCSSXbt2bdmyhcPhwDdkJBIJvm8jk8kqlYpKpZaVlQkEAoFAoFKpSCRSQUGBn58f3FBEoVBEItGVK1defvllGo2mVqvB7/thtFotTIpGo2m1Wnjlzp07s2bNIpPJR44c0Wg0lpaWzz//PHyP297eLpFIpk2bNjo6SqfTtVqtRqOBceGi5dra2qCgIN0iqNXqxoZmLzfnP7iIxtDQ8JVXXpFIJDKZjMPh3L9/PyEhobOz08TExNHRceHChS4uLn19fXfu3IFLtBwdHQsLC9VqdUxMTF5enre39+DgoFQqnTZtmkajYTKZcOcxmUxmMBgMBmNwcNDc3PzGjRttbW1cLlej0djb21+8eDEsLMzExMTe3t7Y2Dg2NtbX11csFg8PD8fHx2dlZalUKi8vL5lMhi6NJngaITrLqciePXvUavUHH3yAXjl27FhUVBTcZYGCXXuih61bt37++ef6H0N79+6Vy+Vbt27FXc/MzLx8+TKCINu2bYMbHx8zYrH41KlT06dPv379+o4dO55ICjjG9GdaWtrBgwcvXbqECzzJOvojlJWVsViskpISMpl8+/ZtOzs7DodTW1vr7OxsZWVVUFDg5ORUXFzs6enJ5XJra2s9PDx++eWX9evXFxQUIAjy2muvaTSa/v5+BEHggpehoSEbGxs7O7vm5mY6nd7c3BwcHNza2hoeHn779u20tDRbW1tPT0+FQrF69eoffvihsbExOTnZwMBAoVAMDg4ODQ3l5eV5enrKZLLa2tpnn302Ly9PLBabm5tnZGR4enoyMUtAtVrtQG9PQcad9uaGt958cwJfIQgQiYBUSqdSDcdaR+rv7w9+f4ft6uoKL86fPx9718jICNVgCgoKQjvvadOmAQCw8kwQBwcH9LOTk1NzczOFQlm4cCGHwyGTya+99hq8BReB//LLL+Hh4UwmEz1ydenSpTgzCJ5SiM5yKrJ8+fL//Oc/2CtY0TiUU6dOod9VPcTHx0/4g33ZsmUHDx7UvR4ZGVlcXAwAeCI9JQDg0qVLnp6eYWFh2Om+x5wCjjH9GRMTc+jQId3Ak6yjh0aj0ZSWlgIAysrKXFxcQkNDGxsbFQrFsmXLzp0719XVtWrVquPHj0+bNs3Ly6u9vV2lUslksrCwMK1WW1FRYW9v397ejq6RhhskRkZGmEzm+fPnAwMDOzs758+fn52d3dvb6+/vT6FQ3Nzc3N3dYXgajUan0+GqY6FQGBERYWdnR6FQGAxGZWWltbU13Mna0NAAAHBxcQkKCjI0NNRg3tWpVaMl+VmVxQUkEik/P3+CNd4IAqRSoFBYmplNd3GhPInz2hwdHdetWzfeIq/nnnvuf/YUub88RGc5damqquro6EhISFAoFPX19ebm5sbGxtnZ2XQ6nUKhsFisgwcPCgQCLy8vR0fHwcHBmpoaKpUaHBzc2Nh47969hISE5uZmPp/f0dGh0WgoFEpDQ0Nvby+fz3dxcRGJREKhUCKR4I4r0YNGo6mqqurs7Jw9ezaFQsnJyRGLxZaWlr29vZGRkQwGA5fmtWvXbG1tSSRST09PQkICAKCzs7O6utrMzMzPzw/qxCoUisDAQCMjo7S0NLVaHRYWhl3CKhKJcnNzBwYGJBLJ0NCQSqUqKChQKBROTk4qlWp4eHhoaMjV1bWxsTE6Orq5ubmlpSUhIQG7yFY3hY6OjoyMjAULFhQXF7u7u9vZ2QEAGhoampubAwMDeTxeQUEBTLauri4qKgrOmxUUFGi1WicnJ6VSifUnGmtMjyUlJR07dkwgEERGRnI4nAnDPwRisVgkEk2fPr2oqEgikZiYmMDthlQqlUwmM5nMuro6FotFpVK7u7ubmpoYDAaCICqVSqvVCgSC6OhoOzs7pVIpFourqqrIZDIUHbSyshoZGbGxsRkeHm5ubmaxWBQKpa6uDr50hK/uVCpVeXk5fCenVCrhroyhoaH+/n7Y53E4nIGBgdbWVh6P5+fnZ2Vl1dTUpFKpsBVEZzCj5yy0sXesLS6YNWsWdgn0GCAI6OkBEgmZZ7wKjgAA+IZJREFURKKSyZPc9tbf329kZKRnzDo6OgrdBQCAztFoNAqFQnejsEajqa+vV6vVJiYm1tbW2IIoFIqOjg61Wu3m5qZQKJRKJdxbMt6Sb4KnDqIipyjZ2dlwHiw5OZnJZHZ2dpaXlycnJ1MolJkzZ1ZUVHh4eNjb28+dO9fR0XFoaGjbtm3h4eECgeDTTz91cHA4depUU1NTeXm5tbX1hQsXFApFYWHh2bNnw8PDjxw5otVqv/76a3d398bGRihYMxkuXLigVCrd3Nw2btwIAJg+ffr7779vZWUVGBi4dOlSjUaDS1MgELz77rtw5io5Obmnp2f79u2zZs1KT09vbGz8/vvvofBbb2/v1q1bLSwsIiIiPvnkE2yOxsbG06ZN8/Pzmzdv3tWrV2Uy2fTp07ds2UKhUIqLi729vT/66KPR0VF7e/tly5aZm5tLpdKzZ8/qT8HW1vbChQsFBQXx8fHvvPMOAKCjo+P69euzZ8+G63jRZJ2cnD7//HMAwKFDh0QiUVBQ0K5du1B/4mKNSUJCAo/Hmzt3LofDmUz4h4DBYCxcuHD+/PmLFy8OCAiYNm1abGxsbGysQCBYvHjxokWLxGLxvHnzQkJC+Hx+aGios7NzYGBgSEiIra1tXFwc7PXZbHZUVFR3dzeTyQwMDAwICLCysgoODvbw8IiLiyOTybGxsfPmzaNQKOHh4QsWLIAntMyePVsikSxfvjwwMNDBwSEqKsrHx8fZ2XnGjBlWVlazZs2ys7NzcHBYsGBBREQEgiDm5uZ+fn66a3wYTJa3/4yVr642NDSkTwiNRqdSqZN+tSmXy/fv3y8UClUq1cjIyOjoqFKpHBkZUavVo6OjIpFIrVYnJibCpUBSqXRgYODGjRsjIyMDAwNSqVQqlarVangLLlAqLCy8ePFib2+vWCxWKBRw+Y9Sqezs7Lx9+/avv/46Ojo6MjLS2dl569atoaGhR1jXBE8WYmQ5RfH29jYyMhIIBFADFo5FAgICli5d6uzs/N5778EBBJwPvHTpEnxDY29vn5yc/PnnnzOZTC8vL/g+Bs6gHj169JVXXgEAfP311wCALVu23L17l0wml5eXr1ixYjImLVu27M6dOwqFoqWlBQBgaGhoY2MDpVyNjIzu3buHS9PCwsLFxQUtxf379w0NDfPz8y0tLVtbW7lcblRU1PPPP//3v//90qVLixYtKisr053sheqsFAoFvohis9kWFhZ2dnZwRGhubu7h4SESiZhMJo/HEwgEOTk5+lOgUChcLjcwMBAufgEAWFtbBwcH3717VyaTabVaAwMDNFno/B9//LG0tJREIkF9WmgkLtaYAwi41gbWES788ePHxWIxn89/4YUXJuP88WCxWFAOCRUVsrGxgR8CAgIAAHBwDwCwt7fHzRDCt3HwIvqOzc3NjUQi1dTU2NjY8Pl8S0tLLy8vEolkY2Mzffp0GBgO6UJCQtCk5s+fD29ZW1uTSCQfHx/4L4wChRtJJBKfzyeRSGOuvGUbGT3yCUwEQe7cuWNhYdHd3V1aWlpVVeXs7NzX1ycSiSIiItrb27u6uoKDg2/cuMFise7fv9/b2+vh4XH37l2lUsnhcC5evCiVSmNiYjIyMphM5vr1642NjR0dHXk8HoIgP/zwA4PB8PX1zc/PZzAYbm5uhoaGLS0tx44dc3BwGBwcTE5O9vHxeYSzCARPFmJkOUXBKriiF1taWjIyMrZv375t2zbw+6b+4uJiLpc7MDAAwygUCvgBtwEfFVmF6xJXrlwJz/2A8rO6Bmi1WnigsUKhgLNqb7/9to2NTXh4uEajwUXp7u42MzPTTRNbCj6fb25uHhwcvGLFisDAwLCwsNTUVKVSee3aNR6PFxgYCIXXJ/QMVtYAJ7gKJq25ihVo/fXXX8vKyuLi4lgsVltbm25qHA4H7s3A6vHqxhoT2AEUFxfjwsfHxy9cuHDyc+APDdoD6XZFY+rDwSuenp4LFiyADUw3hfFioR/Gi/KY3+eJRKKMjIz+/v7BwUG5XD5//ny5XK5SqWJjY1tbW9lsdmRkpFgsDgoK4vP5IpFIIpFwudyYmJiBgYGmpqZ58+bBLZsRERGwgwQASCQSAwOD+vr62bNnk8nk0tLS+fPnQzUPOFPt4eExOjpqaWkZEBCA/nAh+AtAdJZTkZs3b9bU1DQ0NKSmpubm5nZ2dmZlZaWmphYXF584cUIkEsExYmxs7JkzZ9Rq9ZIlSygUSm5u7vHjx3fu3FlfX9/a2nrmzBkAgFAobGpqunPnzpYtW1JSUoqKiq5duwZfpdTW1ra1tXV1dfX19SUmJlZXV2O7QDKZbGBg0NfXV1ZW9uKLL8Irra2tSUlJfD6/rq4OANDf319YWHj9+vUFCxY4OTnh0sSVIiYmZmRkJCMjIzU1VSKRHD58uLCwEC762LVr18GDB4uLi4uKirB+GB4ezs/PT05ObmxsbGxsvHnzZmZmZkNDQ2ZmJgAgLy+voaGhuLj45s2bzc3NDQ0NSUlJxcXF6O+GMVMQCoXwQ3FxcXNzc25urkajGR4evnfvnkAguHPnDjbZlpYWoVC4b9++ffv2FRcX5+bmov7ExcrPz6+vr4drbbDw+fzU1FQjIyNceHt7e2dnZ2tr6z+pCf2PQKfRUBl9Xaqqqry8vGbOnCmRSEQiEVQwgNsuXV1de3p6KioqzM3NJRJJS0sLVOqHSnjDw8O2trbFxcVwxRPcP2NgYAArkcvlUiiU/Px8NpttZGSUn59Pp9OlUqlWq12+fPn9+/d7enpMTU3lcrmen25SqZRJaDw9VRDasE8TUDREqVSiu5uxOxOkUqmBgYH+H+9isRgdmaEbq/VEaWlpwS6dx+mmLliw4Nq1ayqVCmuD/jRhAKCjE4u99fhRq9UIgtBotMlY/kCxAKaOJhl+TAhtWADG0IYtKC+/W1f39pYtzLF2kgwODsLVcBKJRKVSQVlXAIBGozExMWlrayOTyZaWlj09PWw2u6uri8PhmJiYSKVSEolkbGzc3NxsZmZGpVLhil8+nw9VCNhstlwu7+jogNp1nZ2d1tbWMpmMTqfDM/IQBDE2Nu7s7HR0dBxzfl4ikezeseP5yEhPZ+f/ukFow05hiHeWTxNw3gyrA4Jd4zeZngb7bIXh9T+1sT0l+G/d1MzMzJ6ensrKSvjObJJpokbidGInaf+fBLpjYTKWP1AsgKmjSYafPPDH0yNJ6nHyCG2e7uGRV17+/ZEjK1etMjY2xjkWXc6KdqXYJofuWoaNHD23FZUahjsv0YjQbPgOksFgoO/XYS7ov2gWcMsmrrAIgvT39//w/feOJibujo4PW26CJwAxsiQgeArAjSylEvF3+7+mIhoK9RGcG/WY0Wq18lH1+i0fcjj/1y099MgSACCRyZKysrLLyphs9tTfp6HRaEbl8lkzZ8YGB7N0p2GJkeUUhugsCQieAnCdJYIgI6Lh0dHJCrpONWg0urGJCYn0f33bH+ksIcrR0WGxGPmTtWf/OGQy2YTDoY93cBvRWU5hiGlYAoKnDxKJZGyC3zL/vwyDTucTmzQI/kym+qzF/ybbt2/fv38/+q9YLF6zZs2dO3f+eMrHjh1rbGwEAKB73RoaGmJiYkZHR/944vpJS0uDOpk5OTnXr1+fMLz+czAkEsnatWtTUlJ0b+3du/eLL754aDsnaQCO2traLVu2XLhwYf369Z9++ukvv/yyZs2a/v7+NWvWpKen/3FjHhtarTYvM/1u8s27yTez7t5WTHSeCQHB/whEZzkVWbp0KVb7w8jIKDo6Gt1A+UdANWZPnToFr7i6utrb2z+G2fiYmBh0d7ybm9uE4VELx4TNZsfGxo55NNWyZcsGBwcf2s5JGoCjpaVl27Zty5cvNzAwcHd3X7Fixeuvvy6Xyx9VxT02EASpLC8tvpdffC+/orR49EF+MRAQ/IUhpmGnKCqVqqSkRKlUYnVSgF55VWyw3NxcsVhsY2PT0dFhaWlJo9FaW1tnzJgBNWY7OzuxurIAgKGhoaqqKldXV6iMg2NoaKikpMTU1NTPzw8AUFxcLJfLXVxc+Hw+KgA7ODgYHR1dVFSkUqnCwsIaGxtzcnKio6MbGxu9vb1RqW4AQHl5OVx5qNFo0tPTDQ0N4XFRWOnUmpoarIVlZWWDg4POzs7QvMrKSolEIhaLccILOLBatbW1te3t7XZ2dhYWFvfu3fPw8DA0NETVdCUSyfXr18PCwigUSlpa2qJFi7Kzs1FZV6iuR6fTeTwe7uAXFDc3Nw6Hg73i5+cHZeFGR0dzc3NpNNqMGTNwNajH+CfJ74tsiQUNBAQoxMhyilJXV+fr62tsbPzee++hF/XIq+KiOzo67t6929XV9dSpUywWy9TUtKamhsvlQo1ZrK4sDJ+bmxsbGwu1UnGIxeI333wzJiamuLi4urr666+/plKp4eHh+/bt6+zsRAVg6+vrt23b5ufnd/bs2ba2NgcHh5MnTw4ODsbFxW3cuLG1tRVN0MLC4ty5cwCAtWvX+vj4mJqanjhxAiedirUwJSUlPz8/NjZ2586dAICffvqptbU1JCQEqu7pAatV6+Lism/fPhaLZWBgkJqaymQysWq6bDa7vb29pKTE0tIyKSmpt7cXK+t64MCB4ODg6dOnwwNYxkT3aCcWi2VhYQEASE1NDQ4OPnjw4MjICK4G9dtPQEAwdSA6yymKi4sLhULx9PS8fv06+gP/6tWruvKqpaWluN2QAAB40u/IyIivr+/Nmzdra2vfeOMN8PsuMayuLCQ8PBzVSsWRlJTk6elJJpPXrFnj5eV1/PhxuLFyxowZ586dwwrAwiGsQCDo7u6mUqkcDgfKis6ePRvKCUHgsLKvr6+1tdXc3NzV1XXdunU46VSshceOHeNwOPn5+Y6Ojn19fd988w08GhA9sHA8sFq1VCr13XffPXv2bGtr64YNG3777Tesmi4AAM5Ok8lkU1NT8N+yruHh4ZGRkZ999llcXNwDVOHvhIaGkslkKEmIq8GHSI2AgOCJQHSWUx0ul4tutdYjr6ob8aWXXtqxY8fSpUuLiooUCgXuiCJUVxb+i9VKxcHj8YaHh+FnkUjEYDDUajUAoKurC27HnlCgtaOjQ/cwTlROBSarK7WKWsjn8x0dHYODgzdt2mRoaMhkMuEryQknCXFatbGxsWlpac3Nzba2trpquqjx6NtiVNaVwWDk5+cvWLAADm0fdHJSj0DuA6XzGNCo1aNKJVpABEFUo6OP6hxQAoKnGqKznKJotdrq6uqff/5527ZtEokkKyvrzp07c+fOHU9eVTeFhISE+/fvOzo6Tps2Db5Og+mkpqYCjK6srlYqLp24uDgqlZqWlpaamjo4OHjgwIGjR4/m5+f39va+8sorWAHYnJwcqKp669YtGDctLe3evXtDQ0OrVq1C1VOhDq1EInnttddOnz6dn59fV1eHk07FWrh169YrV64UFhbeuHGDyWTu27fv1KlTVVVVBQUFN27c0F2zCtOHYmZYrVoAwDPPPEOj0QAAODVdAMDMmTMrKytzcnJEItGlS5cARtb17NmzqampHA5n/vz5CoUiOjp6vFq7fv16VVVVRkZGWloa1uENDQ01NTVJSUmLFi3C1uBDNY0/kfra6lNHj4yM/J9evEIu/+X08Xu5WQgy1fcvEhD82RCiBFMXOBzUlUbTI6+KA2qQjneAFFZXdkJwyqgSiUT/4hoAwLJly2Bvp0fHTqVSIQgCj/zVlU7FWojLUSaTkclkeKLWhGYjCDI6OspgMG7fvj1r1izsXayarkajgaciQzlQ1ACox0uj0SiTPkZRPw+hgosTJfiTUCoUqcmJNZVlcG6ARCLZ2NrPXbzkz97T+cdFCf4iEKIEUxhiNezUZUxtaKBXXhUH7AbG0wCbfE8JdJRRJ+wp6+vr+/v7ExMTn332WT3BaBgpE13pVKyFuBz195EoqFbtxYsXAQA+Pj66d1HgsZfYK9AAEok0Xl08HE9QBVc/DCYzMjZ+eGigo60VAMDhcKJmJRDqBwQEgBhZEhA8FTyekSWk/X5L4m+XlQp5bMI8L1+/x3AIJTGy/D+IkeUUhhhZEhAQ/BfWtnbhMXHDQ4PuXt6P+bhmAoIpC9FZEhAQ/BckMtljmg98d/ukbSEgmCoQq2GfDrZu3TrhhLlYLH711VehEulkwj80D53RA6mtouzevRsuWP2DPFzuWEZGRlatWpWXl4e7PqGFfzzrxwyZTCZ6SgICLMT34ekgPj5+wgkxIyOjyMhIuGtwMuEfmofO6NSpU6+99tqDZrdkyZLvv//+QWPpcvLkybVr1/6RFDgcTnh4uG7PN6GFD1dw/YhHRHK57NGm+digUqjGJlzKo+uPlUrlkFg89VdgkEkkrrHxuEd0EUxhiM5yKnL58mU7OzuFQkEmk0NDQ6EGrFarFQqF+fn5YWFhQqHQz88PyvGUlpYODg56eHhYWVnB6Gj4wsLC4eFhJyenxsbG2NhYBoMhl8uzsrKYTGZkZCQ2x87OTqFQyOfzXV1dGxsbcblkZ2fLZDJzc/P+/v6YmBh0zIFmRCaTsWaUl5crFAqlUonmotVqd+3aVVlZaWdnN3369PLyclNTU4lEolAoIiIisrKy7O3tnZ2d8/LyEAQJDQ0dc1gzPDwsFAqVSmVoaCjUenVwcDAxMSkpKfHx8aFSqXV1dQwGY8aMGS0tLZmZmS+99FJpaWlHR8eiRYsSExOPHz9uaWkZHR2NLqwtKCiA/mlqaoqPj6+rq+vs7Jw9ezYAQK1W44ypqKiQSqVSqRTG7ejoqK2ttbCwwK6w1V9wmDLUiHB3dzf7Y0s5Thz5Rq2Q0J7Cxy6iRYbFktUb3rG2HUOI+EERy2Q3MzLyKitZbDbpqTj8WSabNXNmbFAQ65EusSb400EIph537tx5/vnntVrttWvXduzYoVar4XZ4lUoVHx9fWVmpVqufffZZuDfjxx9/RBDkzTffRBDkxx9/TEpKQsNLpVI/P7/6+vqioqKvvvoKQZCXX35ZoVBkZ2f/+uuv2BzfffddBEFeeeWV3t5e3VwkEom/v//g4GBPT8+zzz6rmxHWDJFIdPDgQQRBTp06hc0iPz//888/12g0Wq32rbfeysjIKCkpWbduHYIgu3btEovF69atk8lkMplsw4YN2IiNjY3vv/8+giAff/yxXC4/dOjQ9evXVSrVnDlzuru7ZTLZxx9/3Nvb+9ZbbyEIUltbu2vXLpVKNX/+fIlEIpPJ4uPjEQTRaDTPPPMM3MqJgvXPc889JxKJvvvuu9u3byMIgjPm6NGjycnJCIJs3LgxLS2tq6vrH//4B4IgO3fu7OrqghZOWHAEQb766quqqioEQbZs2TIwMDD5JjGq0baPqJqHR9G/1X/f2N/fr30KUSqVn3/xZWphFVqW+6JRmUo7sRe0WqSzE6mrQ/8UFRX7P/nk8KFDg4ODsGlBNL+jx4zJhEGDTf76hKn19PTs+Pe/j331laamBlsWpK4O6eubfJMgeMxM9R9i/5vweDx3d3cSiTRv3rwTJ05QKBQTExMAAJVKNTQ0nDZtGoVCCQsLu3z58k8//WRsbAy1RtFBDxrewMAADhb5fH57e3tdXV1vb29paalWq0UV7CBvvPFGUlISi8Vqbm7WzcXQ0BBKxFlYWCgUClQBHM0IawaFQsnJyVm0aBH2pBEYmEwmQ83VN95449q1azKZTCwWIwgSGBjY3d09MDDAYrFYLJZYLG5qatJ1y6ZNm1JTU6lUalVVFZVK3bx58/nz55uamt5+++2rV6+6u7sDANzd3S9fvkylUqFhLBYLbmrEar2iYP3D4XA4HI5AIOjs7GxsbMQZc+TIkYSEBAAAPHXk6tWrbDY7Pz/f2tr6/v37MDUOh6O/4ACAM2fOeHl5AQC8vb0vX778gO0CD+lp5g+WHVJWW6tgMF5bu5bL5cIqhvT39x85ciQ1NVWtVo9ngFarLSoqGhkZ0W9nV1dXd3e37vX+/v7S0tIJi4kgSGdnJ/ovmUy2sLB46513WkdGaoXCR+IEgscDMQ07pRkZGRlv931HRwd8yjs6OgYGBvr7+48ZDCtMyuPxWCxWcHAwAACKoUOEQuHXX3995MiRzMxMhUIBleGwuWAT7Ovrg/0QFqwZ3d3dO3fuNDY2Xr16dUREBLqdH/YWjY2NfD7fy8urqqpq7ty5CQkJhw4dWrVq1ejo6MjICAzZ29s7ptjCq6++ev78+ZycnMLCwvb29oSEhAMHDvj4+Hh7e3O53NraWgAAgiDwIGu04CLR/4m3kX7Xeg0ICND1D9ZRHA4HZwyNRhOJRMbGxgiCwPJKJJLg4ODg4OCRkRHosckUnEqlajQaCoXS1dU1mUM9CfSAIEhTW5uPv7+uZERtba2xsbFQKOTxeHV1dXw+387OLjs7OzQ0tKSkRCaTrVixAgBw7949R0dHuVx+9epVS0tLS0vL7Ozs2NjY3NxcDoczMDBgaWlpZmam1Wpv3LhhZ2fn4uKSnp5ubW09e/ZsoVDY29sbEBBw7969urq66dOn0+n03t5eMpnc0tISExPT0dHB4/Hu3buXmZm5a9curBKFoaHhND+/+pYWr3FOfCOYghCd5RSlpqampqbmt99+O3jwoFAobG5uTk1NnTdvHgAgLS2NyWRSKJTFixeHhobCqb/Ozs64uLicnBxTU1NHR0cYnsvlNjY2lpWVFRYW1tfXKxSKhQsXXrp0ydLS0sjIyNvbG+alVqtVKlVpaSmDwUhJSYH9KDYXAEBvb29xcXFLS8vq1auZTCYuo61bt6JmuLi4HD16dOXKlcuWLcM+xVxdXaurq2tqauDgLD4+nslkLl++/K233nrrrbcAACtWrLhx4waJRFq6dCk83AqSlJRUVVXV2dlJJpOrq6t7enqEQuHAwICNjc2sWbPgC8ilS5d+9tlneXl5FRUVe/bsAQDExsamp6cjCDI8PFxQUBAUFGRubn7r1i04AIXk5eWh/qmrq4MKtwqFYvny5Thj9uzZc/LkyZiYmKKiovv37+/Zs+eTTz7JysqSyWT+/v7Qwvr6+qtXr+ov+L59+44dO+bj4yOXy5csWfInNqD/DUbV6jF/TQqFwrCwsJKSkuvXr3M4nJKSEkNDQy6X+/PPP1taWgIAuru7TU1NZTIZh8O5du1ad3d3TU3NjBkzlErl5cuXVSqVo6OjoaFhRUUFn8+XyWRsNjsrK6uurs7Hx6exsRFBkNbWVg8PD6VS2dLS0tXVRaVSGxoayGSypaWlubl5dnZ2f38/bJxz5sxhsVg4Cw0MDUfa2x+DiwgeFYSCz1SkrKzs0qVL//znP3W/Y4sXL7569apMJsM+Iyaj1IoyOjpKIpF0F4bI5XIWi4UgCIlE0s1l8eLFFy9e1Gq1UDR1TKAZMAWxWKw7OtRqtQiCwLlQ7e+KtVqMdC0cFOrJ4oG0XmUyGYvFGhkZMTIyglk8kBwuzhgEQeACYNLv6nc4iddJFhxBEJlM9se1YT//5+bdX/wLHig2HtrfDzubfEYIgqjVajh1PJnwcKA8+fQBACqVaufuveEJzzi6/N+kxcMp+CAI8vNvv9nPnBkTE4MLuH379rVr1545c0apVLq6uhobG6empkZHR3d2dlpYWAiFQrgm4NSpU2+++eaPP/5oYWFhbm5eVFREpVJHR0enTZvW2toaFBRUUFBAJpNlMllcXNzFixcFAoGLi4tSqXzmmWe+/vrrV155RSqV3r59e2hoKCgo6ODBg6tXr5bL5XA4a2Zm1tzcbG1tHRgYiNNZBADcvHlzpK7uhQUL/usqoeAzhSHeWU5FUlJS6urqxDqyXvX19QMDA0lJSbhf05PvKQEAdDp9zCWUsGMmkUi6uWRkZHR3d9fV1enpxlAz4KN5zHlUMpmMPljRZzH2oUyn0/VngdV6PXfuHBwlYO9iOwbYcRobG6NZPJAcLs4YEokE32Kio0ZchzfJgpNIpMemDVteXt7R0TGZkGKxuL29HQDQ3d196tSpixcvom+11Wp1S0sLPJcNS2tr68jICHwF/sdNFT+6jR9qtZrD4Vy5ciU8PDwqKmp4eJjL5fr5+fX19YnFYjhDa2JiIpFIVCpVcnKyj48P/IkDq9vR0dHd3d3GxobFYrm7u1tZWVlZWZmamkZERJiYmNy9exc2MwqFcufOHbganMvlmpubz5gxIzAwUC6X9/b2RkREtLe3m5qaWltb67qO4GmEGFkSEDwFPNzI8vz5866urgEBAfDwNV9f38HBQXNzcwRBYJ/h6uoqlUoVCgXsVjdv3lxfX5+VleXm5jYwMODm5lZZWenm5nbixIkNGzY0NzczGAxvb++7d+/y+fysrCxfX18Gg+Hv75+ZmWlvb29kZFRYWOjo6BgZGalnOIsbWSrk8qbqiprSgjdeXzvBrxkEAT09QCwmk8lUCmW8kSUcu8MfNwiCSCQSAwMDrVarUCjgWwZ7e3t4LCs8u8bAwACGgXMJZDKZRqNpNBoymYwgCPwpQKPRhoaGbt261dra+uKLL9ra2kokEq1Wy2QylUolgiDJycl2dnbBwcEwTQaDIZFI4Ek1Wq1Wt1zEyPKpg3hnSUDwFwdBkN7e3u7u7r6+PqVSOTo6amdnx+FwampqhoeH4dJogUCgUqng0MrY2NjX1/f777+/d+8e3A7r5OTU2tqal5dHIpEqKio8PDzkcrmpqamtre3t27fhQpjMzEwTExMmk5mbmxsYGDjJ0bNSIU9PulaSn0UmkW7dujWBbBCCAKkUKJVWZmZ+Li6UcSaKsWN3EokED3MFANDp9AULFtDpdDjKp1Kp6C34AZu77twyj8dbsGABmUyGiaPTOXQ6XavVxsfHw7PQ0fkY/ScCETx1EJ0lAcFfGalUOjIy0tjYyGaz1Wo1n8/Pzc318vIyNDSER3XK5XL4cppKpcLhoEKhaGpqgt2kj4+PmZlZUVERgiBsNjsgIKCtrc3IyMjMzKy7u5tKpcItaGw2m0qlUqlUPp8/NDQ0+YlZGp0RGBal1ajbhPVhYWETjyz7+oBEQqfRcD2lXC5nMpkIgiiVSiaTiY5r1Wq1RCKB67dVKhV8aT0yMgLfvqMdG3wLTqfTUQ+MeSgbg8FQqVTws0qlQmfXNRoNnMh9GjUiCCYJ8c5yKpKTk3P9+nX0X6gvo/sKUxdUia2vr2/fvn3w88mTJ8+fP3/kyJEJo0skkrVr16akpAAAjh07BvdTVlVV/fDDD2lpac8888ypU6cmk86E5mHZu3fvF1988UDpPEQUPU6YvHsfFY9NKhaqKd25c8fMzEwul9vY2FhbW/v5+cE+z9DQ0Nvbe3BwkMFg2NjYQMOMjY1HRkbq6uqWLFkSGhra09PD4/HgOzmBQKBUKoODgysqKqqrq729vbu7uz09PQMDAysqKhwdHT09Pfl8vouLy+R1ZclkshlfMGfJihdX/s3c3Jw7IRwO18jIENMdAgDUavXhw4d7e3ubm5uPHj0K5TvgSqXm5ub09HS1Wq1Wq4VCYXZ2tlgsvnr16t69e4uLi0dHR+GJ33K5vLq6WqlUwtO/i4uL4XUEQVQqFdSyUKlUly9fPnPmzNDQEAAgMzOzo6MDhi8pKcnIyFAqlWq1WqvVqtVq9CBxbHSoSwCT/TOqm+BPhRhZTkXs7e2xWmjOzs4ODg6T+bWOapByOBy4nxIAcOPGjXPnzmk0mgmjs9ns2NhYuVwOAPDz8zM3NwcA7N27d9++fRwOZ/fu3a+88spk0hmTpqam9vb26Oho3PVly5YdPHjwgZJ6iCh6nDB59z4q/gyp2DEJCwubMWMGiUSiUqlRUVFUKvXatWuBgYH29vYvv/wyXBTt4OAAZdMdHBzodLqtre369evJZDKdTl+4cCEcqDk4OFAolOnTpwMA6HS6i4sLjUYjk8lqtRqOrmAHCTswKGfxQHZSqVQXF1cK5SGVCnp7e6urq5ubm7OyskZGRu7evdva2hoREVFWVlZeXj5z5sxffvkF6kLA+WdXV1cymazVas+ePctgMLq7u2NiYoaGho4fP65Wq6OiogYGBs6ePSuVSsPCwjIzMxEEef755+l0enNzM4vFgk2lqKhoeHi4v7/fyckpPz+fz+ffvHlTKpVaWVn19/czGIze3t7g4OCcnBxDQ8MZM2ZkZ2e7uLiQSKTm5mbsEm6CpwWis5yKlJeXo51ldnY2nC6D/3Z2dlZXV5uZmfn5+V27ds3W1pZEIvX09CQkJNTU1Bw8eFAgEHh5eQ0NDcHfv8XFxd3d3UlJSRwORyqV+vv7j4yMNDU1hYeH45bUVlZWSiQSsVjMZrMVCkV9fb25ufnAwEBTU1NmZiYAQCKRJCUlzZ07F2vDpUuXXFxcRkdHnZ2duVxuWlqaWq0OCwvr7e3NyMhYsGBBcXGxu7u7oaHhxx9/PH36dPjgGK/gaPTW1ta2tjZ7e3sLC4t79+55eHhQKBQ0U6yjFAqFTCbT3TzQ1NTU29vL5XI9PDxQJ8ydOxcXDOfewcHBmpoaKpUKf2poNJr09HRDQ0M/P7+ysrKenp5nnnkmOTmZxWJFRUWh/h8cHIyOji4qKlKpVGFhYfqrKSkp6dixYwKBIDIyEn1n9idBoVDQ3UdwtBceHm5mZkYikdAJT3S+EV5BN8bA6LCRwHeZaBeIpomuFh5z0vKx0dHR4eXllZ+f39nZ6e3tXVZWNnfu3B9++CEiIsLCwkIsFtfU1BgbG0ul0tjYWBKJ1N7e7u7uXlBQEBERUV5eXlFRYWdnJ5fL+/v7zc3Nc3Nz6XS6XC7ncDhXr14NDw9PTU1ls9ldXV11dXX+/v4KhUKtVkul0o6ODgcHh46ODrjzJCkpSSAQlJaWPvvss9evX2exWMXFxQYGBn19fb/99ttzzz3X2dl56dIlOzu7urq6J+gugoeDmIadilhYWJw7dw4A8Oabbzo6Ovr5+cEZ0Z6enu3bt8+aNSs9Pb2xsVEgELz77rtOTk7Nzc3JyckeHh729vZz5851dHT08vI6fPgwAMDf39/U1DQhIcHT0/Nf//qXmZmZUqlsbm7G9ZQ//fRTa2trSEhIS0sLAIDJZHZ2dpaXlzs5OZmams6dO3fu3LkwHZwNXC73s88+Y7FYdXV1W7dutbCwiIiI+OSTT2xtbS9cuFBQUBAfH//OO+/weLygoKCgoKDAwMDxSo2N7uzs/PXXXxsZGXE4nMLCQq1Wi80Uhh8ZGblz505QUBAqOIeSlZV169at0NDQ8vLyxMRE1Am4YDj3Dg0Nbdu2LTw8XCAQfPrppwCAtWvX+vj4mJqanjhxYtq0aYcOHQIAODk5welc1P/19fXbtm3z8/M7e/ZsW1ub/mpKSEjg8Xhz5879s3vKMeHz+Q867JvKwNFtT0+Po6NjdnZ2QEAAnU4nk8mdnZ3wpaxKpaJSqc7OzjExMUwmE549cP/+fWtr65GREaVS2dPTA3vKkZERFxeXkZERCoXC4XC4XC6cpKVSqTQajcFg1NXVQaWLwcHBrq4uDodDpVKZTKahoeHo6KihoaGTk1N4eLidnR2bzba0tIyLi2OxWF5eXgqFAi6OZTAYRkZGM2fODA4OhptZn7T/CB4AYmQ5FYHDyoGBgYaGBniWiK2tLQDg6tWrhoaGUIK1tbXV2dnZxcXFyMgIKprC7efwG8hkMmF3iCpScrnc2NjYgoICqVS6bt06XI7ffPNNYWEhAAAVt4OPFZgCTBOmg7OBz+c7ODhMmzYNALB69epFixaVlZWZmJhQKBQulxsYGEgmk+GaCDhfp2dHwaVLl9DoNBpt06ZN586dW7Ro0QsvvJCcnIwrOACAw+EUFBQsXLhww4YNuKS+/fbbDz74AAAQFxf36quvzps3DxqPDaPr3kuXLsHi29vbJycnv/nmm62trebm5ubm5vA6HFGh6kIWFhao/zUaDY1GEwgE3d3dUC9mvGoaU6WW4CEgkUiWZmZNDQ2h4eEMBsPU1NTc3JzNZpeVlWk0mg0bNmRmZk6bNs3T0zM3N5fBYMDj5BAECQ4ONjAwiIqKsre3t7S0NDAwsLa2VqlUlpaWfD7fxMQE7v0YHBycNm1acnIyj8cjkUje3t7whAP49YyIiIBfK4VCAadzOjs7qVRqZGSku7t7d3e3Uql0cnJydnaGYlV1dXUhISFBQUFQK6Opri7U3v5Ju5DgASA6y6mLgYFBf38//IxKkg4NDUFJUpFINDw8jFU0Bb9v8MfJn6Js2LDho48+Wrlype4tJpM5ODhoamo64dIDnA3t7e3oEnkejxcYGEilUj08POAVaN5kbNONPnfu3P3790+bNi0hIUG34OB3LVYTE5N169aFhobChfsQLpcLZ6G7urqw17HoupfL5ba2tsIrCoWCzWajK3GgMCwsDkwZW0Dw39KyE1bTmCq1DwFcifpHUngiPEKbA7y8bh8/7uPrO23aNFRr18HBAX544YUX4Af46wolPDwcABAaGgoAePHFF7G30LiQgoICS0vLiIgIBEGsra1XrVqF3hIIBDhjsN+shQsXop/hu384p+Lo6KjRaFJSUsRdXdN1XgoQTGWIznIqkpiYWF1dLZFI/vGPf1y7dk0gEDQ3N1+6dOnVV18tKCjIyMhQq9Xu7u43b96sqamBiqZSqfS5556LjY09c+aMi4tLfn5+Q0NDVVWVVCqtr6+/c+dOfHy8paUlmUwe85Xhvn37Tp06FR8fX1BQAACAZ0zCpRD3799PTEzk8Xj19fWpqamLFi3C2pCYmFhaWlpfX+/m5rZr166DBw/GxMQMDw87ODg0NjbevHnT3d0d7ogPCQm5cOGC7lwoLGxHRwc2elxcHIlESkhIgEtydDOtrq6ura397bffVq1atXDhQlyP+Mknn3z//feGhoa3bt3avn17QUEB6gQ0DIvF0nVvZWVlbm5uXV3dzp07WSzWa6+9dvr0abguIygoyNnZuby8vKampqqqqqGh4fbt26j/JRJJVFRUcXExgiBbt27VX018Pj81NRUOZx8aKo128dLl8XT2pzIajaajs3OScnr6MTU2/seKFT/88ktGaqqNvf0jSROLSqUCGk3RvXslRUWPJEGNRtPa3Awkkr+vWMF6ED0pgicOoeAz1VGpVCQSCW4jg7u4cJKkOMaTP4Vbx27dugWPIB4TKD6i1WonfATrsUHPrclIs2KjY2Vjx0t5TC3WCW+hjOlerMAsXOiPrmSB+rfDw8O6R6/oKYguD6RSC8ZS8KmvqerunJSU3RTEwJA9zdeP9XszezhtWBSFUlnX3NwzMDD1n2ZkEsnSwsLd0ZE25u4aQsFnCkN0lv8r/POf/5w9e7a3tzfutEWCpwLdzvKvxB/sLP86EJ3lFIboLAkIngIeZ2c5OqqEjwUSINF+F7X5UyE6y/+D6CynMMQ7SwICgv+PVqu9m5woEYsBAAwmM27OfIPHdUYKAcFUhugsCQgI/j8IgrTdbxkeGgQAGBgaqn+XQiUg+B+H6CyfAh50McgfifVHyMjI2Lt375UrVx6/JQ+RRU5OzuDgIHaJ/3hIJJJ33nlnxYoVuKW8Eonk6NGj06dP12g0NTU1b7zxBlwiJJfLDx8+bGtry+PxZDLZvXv31q1bd+jQof7+/nnz5g0PD1tYWDz77LMPZC0BAcGThVDweQo4derUY4v1R4iKihpzr/1jsOQhsrC3t0d35ukHK5mL5eWXX16yZElMTEx8fHxISMj69evR6/Hx8S+88MLs2bNnzpyZl5dnZ2c3Y8YMCwuLFStWrFu37ttvv719+/aDGkxAQPAEIUaWU5G2traOjg6FQuHv73/kyJGSkhIbG5s5c+ZghVizsrL4fP706dOvXLni7+/v5uY2NDRUUlJiamrq6+u7e/duNNa1a9ewIS0sLG7evBkREdHa2hoeHq5UKjMzM2k0WkxMjFQqLS4uptPpPB7PxcUFtUej0VRVVXV2ds6ePZtCoeDETgEAcrkcCtbgCqLValFL7O3t29vbrays2tvbWSyWh4dHaWmpl5eXQCDIy8vTaDQhISHoDg0IWiKosIorb3Z2NjybkMVioaK4jo6OWH3XlpYWKFFbUlIybdo0rVZbWVkZHBxsYmKCCvAWFBTI5XIGg0GhUGbOnImVdQX/LZmLta2goGBoaMjOzg7+O2PGjDt37nR2dnZ0dDQ3N6NqA1ZWVmgniqJUKh/5jkACAoI/FeIbOxX5/vvvQ0JCaDRaf3//rFmzXFxc4OZIrBCrQCA4ffo0g8EQi8WZmZlisfjNN9+MiYkpLi6ura3FxsKFNDExqauru3z58sDAwPDw8GuvvRYZGWlsbHzs2LEDBw4EBwdPnz69uLgYa8+FCxeUSqWbm9vGjRsBRhMVip3KZLKNGzdGRERwudyBgQFsRDKZjFri7Oz8+eef29vbt7a21tfXm5qaFhQUWFhYrF+/3s/PLyQk5K233sKuzcaWqLq6GleK5ORk2LfBs4hRUVycvisqURsXF7dmzZqOjo4ZM2Zs2bIFYAR4MzIyoqOjU1NTW1pacLKuOMlcLJWVlfBYKxRbW9uqqqqKigp3d3fs9WXLlsEPnZ2dOTk5mzdv/vzzz+Pi4v5IC/mTGBwYaG+9r1ar4b8ajaaro723u4tYM09AQHSWUxEulxsVFVVaWgqPRoKnCwEALCwsoBBrSEgIqlAKxbSSkpI8PT3JZPKaNWu8vLxwsbAh4RVnZ+fFixf39fV1dXWVlZUplUqpVBoeHh4ZGfnZZ5/hHuXLli0bHBzs6OiAfQZWE7WzszMxMdHd3Z1KpVpYWOhuw0ctodFoK1euvHPnjp2dXV5enkgkmj9/fmtra29vr6GhIdS/LikpQSPiSoQrRUBAwHvvvffqq6/CI6hQtVWcvitOojYoKIjH4/X29oLfBXgBAKtWrcrIyOjq6nruuedwyrfffPPN/PnzAUYyF8XOzq6zsxN7pb293c7OztHREdXMg3R1dcEPVlZWYWFhb7/99oMexvnYEI+Ibt+8JpVK4L+jSuXdW4lPr/QBAcEjhOgspyJhYWGpqalKpfLatWuww+vs7ISPeFSSBl3PAqVKeTweVEwFAIhEImwsXEgITIfH47FYrODg4JCQkFWrVjEYjPz8/AULFuzcuRNrz9tvv21jYxMeHq7RaDo6OsB/S6GamJi0tbXBf3WHIFhLVqxYAU8QZLPZt2/f9vf353A46KnL3d3dWFkcXIlwpYDzq9u3b9+2bRvACM9iR7cKhQLrK5xAKwqJRNq1a9eePXsyMzP5fL65uXlwcPCKFSsCAwOhZO6Y5YqKipJIJH19ffDf2tpae3t7d3f3yMhIWF40ZHl5OTaivb191v9j77zjm6r+/3+yR9u0aZruvXdLW9rSFrqgFNkg6kdxoTgRBNyIAxURkaWACwRkyhbogg5K994j6d47adLscX9/nO/n/q5JWwqCFD/3+fDhI705933e5yTkfc94v05OjlQqBdMPWzt7L19/7BSxrb2ju7fPP5BqiYMzzcHXLKcjP/zww7p161xdXUNCQkxMTHg8XklJyeLFi48fP44KsVpaWiqVSvhna2vrTz/9dOPGjaysLK1W6+Tk5OLigt5FIBCwJefNm1dQUNDZ2env78/hcJYvX37u3Dl7e3sajXb69GmpVMrhcOBwCoVIJHZ0dLS3t1tYWDQ2NjY2NuqInd66dau4uFgsFvN4vKKiotDQUPReHU+oVGpQUBCDwcjMzAQAcLncp59++tq1a1QqNS4uztnZGb0xLi4O2yInJydsK8bGxmpra0NCQlavXg0AQEVxly9fjtV3bWlpQSVqW1pa8vPzxWJxV1dXQ0NDVlZWXV3d4ODgSy+9tHLlyuTk5MzMzD179mBlXXUkcxMTE9GIS6VST506tWPHjldeeUUmkx0/fvzUqVMAADKZfPr06Z07dy5btsza2rquri42NrajoyMzM7O9vb2qqsrf3z8uLi45OdnU1DQ2NvbBf5vuAhKZHBIeMTw0yKuvRRDEwso6Km4unc542H7h4Dx8cAWf6QiCIGNjY+ggEkEQeK6efkmJREKhUFQqFZz/xOqR6tylUxILKn+KIIhCoaBQKPqbWqVSKZPJRBBkokEGrFooFLJYLJ3dK1hPUAtY3VeVSqXVasfN/dBRWEVbAZ1RKBToQcTY7BEdfde7RafSySVzOzo6aDSavohgf3+/TCbTOcUCpbGxUWdpc3L+SQWfkaGh65fPSyWSxMXLHJxd7nzD3wZX8Pk/cAWfaQweLHFwHgH+yWCJIEh3R7tYNOrp40f4R3bt4sHy/8CD5TQGn4bFwcH5CwQCwdbBcZJZBByc/0HwDT44ODjjgEdKHBws+MgSB+eR5OKZE11tLY+muAFCoTFW/udZM/P7cFqcRqPhtbXlVlb2DA5O/0UlIpFob2k5JyjIwdr60fzs/nfBg+Ujz88//5yYmIhKydwVIyMjR44c6erq2rt379/3BN1i09vbe/HixTfffHOikncsgFJTU/P2229PJA4nEonWrVu3fv36kJCQe3Yb8s9L6f5NqstL17/6krGx8cN25K5Rq9VHjv0uFon+frBEECQtN/dGZWXCwoUxrq6kScMPDKR3NV5GY+99GWUj/xXD2n327FNxcZEzZtwPqzj/EHiwfOSZMWOGqanpvd2bkpLi7++/adOm++LJ77///vLLLwMATExMJo9edyyA4uvry+FwJnqXxWJBxb67dVUf1PlHBQKB4ODgcM8f/UNEpVLpaAfeM/y2tpyGho8+/dTU1HRgYMDU1HRkZMTExIROp+sXzsvLmzVrFjq93N7eLhKJbGxs0D6UyWREIhH7zDQ6OtrU1GRubs7hcCgUChTK128O3J49uatqtZrP5zMYjCVLloSEhHy/c6eTtbU1fhL7owMeLKcpmZmZWq12zpw5nZ2dBQUF8fHxlZWVM2bMgPo11dXVYrGYRqOpVKq2tjY7O7uBgQH9YqgRCoWSm5tLoVCYTKavry+sYmxsLD8/397e3tvb28LCorCwEAAQEREhEomSkpKio6Pb29sjIiKwXpWUlMjlcmghKSkpKCior6/PwcHByckpOTn5+PHjVlZW8fHxdXV1UE/gypUrTk5OKpVKqVQGBQUVFhaamZl5e3ujBaAuK4VCMTIy8vPzKy8vFwgEvr6+UK8nJydn3F/VoaGh6upqc3NzHx8fAIBcLs/OzoaWAQA8Hq+lpSUqKsrQ0PDixYseHh5jY2N+fn5UKrWurq6vr2/evHnwF7OgoAAA4OnpmZ+fjzpPp9NRN0QiUXl5eXR0dG9vb0BAAKxdKBRi+0cqlebm5jKZzMjISKxNExOTwcFBHo9nYGAAZWYFAkFlZaWZmVlbW9tUTjvBmRwEQWqamgLDwjgcjkwmu3Tp0sqVK0+fPv3EE0/IZDIWi0WlUnt6eqytrclkMkwLdnFxYTKZarWazWYfPXrU09MzJydnzZo1zc3NNjY2N2/etLCwcHd3Hx0ddXV1JRAIf/zxB4vFSk9Pt7a29vDwsLS0hPdqtVpo3NjYuLa2ViqVBgcHs1gsuVwukUioVCpUGzY1NW1ubnZycmIymR0dHZcuXTI0NHzllVdsbGx8goKqeTw8WD5C4JPm05EPPvjAwcEhJCTk66+/tre3P3XqVF1dXXR0NBQ1/emnn+Ry+fDwcGdnp7u7e2tra2Njo34xrJGUlBQDA4PQ0FCsmoyhoaG/v39gYKCtre2GDRtmzpwZEBCwefNmKDKempra1taGyoQCAL7++ms2mx0VFfX5559TKJSampqcnJyYmJjdu3eXlZXNnz/fxMQkMTGRTqd7e3sfOHAAAGBqarplyxYvL6/MzMzffvsNaukBANAChYWF0dHRly5dGhoaSkpKqq6ujouLg2pw69ev9/DwcHd3h5pBKCKR6L333ouJiUlKShoaGgIA3Lp1C7Xc3t6ekZERGxv73HPPAQCYTCZUI+rs7Dx79iyRSGSxWND+3r171Wq1r6/v/v37sc5j3XBwcDh69GhPT09FRQXqALZ/VCrVa6+9BjXoU1JSsDaHh4d37twZGRmJIMiPP/6oVquh299++63OIwjOPSOWSs3MzAgEgkQi6enpyc/P7+3t7e3tTUpKOnbs2IULF1JTU3///fdjx47dvn2bSCQmJSVduHChs7NzbGzMwMBg8eLFw8PDubm5ly9fTkpKqq+vF4vFSUlJR48ebW9vBwBApf5Vq1Y1Nze3tLQcPnw4Nze3oKAgNTU1KSkpPT390qVLRUVFWq32/PnzOTk5WVlZR44cuXXr1pkzZ06ePHnp0qXLly8XFxcDAORyeWNjo7OzM4lEIhAIHC5X+C/Ogfk3ggfL6UhSUtLg4GBDQwODwSCTyQYGBmFhYTQaDZ4SJZFIjIyMyGSyQqEwNTWFk0j6xbBGgoKC1q1b98orr4SHh2MrgqqtTU1NAoGARqMZGRm1t7cPDw9zuVxnZ+enn34aq4Rw4cIFFxcXAICLi0tKSgqHw/Hy8gIALFmy5NdffyUSiahAK4PBgFoB5ubmHh4eTCaTw+HY29sTCAQikYggCFrgP//5T3JyMp1Oj42NPXbsmJGRERx99vb2dnR0cLlcJpOpk++fkpLi4+NDIBDeffddqO8aHh6OWnZwcPDz88vPzxeJRAAALpfr6OgYFhbm4eHxxBNPdHd3S6XSmpoaAMDJkyfh6POTTz7BOo91AwBAoVB8fHyef/55rA9o/7S0tAwODpaVlZHJ5KGhIazNS5cuwSPAZsyYcerUKY1GA89UQRDE1NQUytZfunTp/n5z/geBkwQymQyeP2NiYgIfoVQqlUAgiI2NhTobPj4+vr6+CoWitbXVy8trcHCQw+H09vay2ez+/n5oxNLS0s7OTigUqlQqOp0ulUpjY2PHxsbgsTnm5ua+vr6WlpYIgojF4s7OzgULFixdupRCoTg5ORkaGvb395NIJC8vLxKJpFAoLCwsbGxstFqtvb29RqOpqalxcHCoqKiAAooEAp7j/oiBT8NORzgcTmhoKIFA8PT0hFfgOgoUNQ0NDW1tbTU0NExMTNS5EVsMa4TP5+fk5DQ3N3/22WfHjx/XuYvFYo2OjsLXIyMjcPUF1Q9Cgf+8CQRCd3c3DJOQvr4+GFfgL055efkMzM4FdAUIvkAQRKvVogpBKpXq559/vnDhQl5eHtRn9/Pz8/X11Wq18DcF6Omycjic6upq+Bq6jbV87tw5uVz+wgsvfP3113BIim6B2bBhw6ZNm7hcLoIg3d3dTCZTpVJRKJTR0VFjY2PUeawbcAVr3JUqVFwXPqNAZ3755RfUJpvNbmpqAgDAJVUajRYUFJSWlvb1118DAOLj49Vq9R0Xuv4mCILU1dW1trY6OTlBVXrsu1KplEqljqsMNUVgN7LZ7L/tKQAI8ne20SgUCg8PDzc3N4FAAIOfqampQqEQiUQ+Pj48Hq+0tDQ2NrahoSEmJgZ+QH19fampqcHBwfn5+TQajc1mDw0NCYVCoVBIoVDMzc37+vquXbum0WgsLS17e3u1Wi2LxSKTyWVlZTQazdbW9saNG87OzkQiUSaTDQ0NqVSqgIAAIyMjEokEI2tlZSV8eEUQRK1Wczicjo4OVHMK59ECD5bTkW3bth08eDA8PFwul1taWra1tUEp0aamppqaGgRBTp48yWAwKisrX3jhhYKCgv7+fltbW51iWCO1tbUNDQ2BgYGrVq1Ca5FIJHl5eY2NjcHBwcuXL09NTZXL5S+99JJCoSgpKZFKpZ6enljVt127dv3222+enp6Ghobx8fEVFRVFRUUsFqukpOTzzz8HAHA4nOTk5ODg4IKCAj6f39TUlJKSUl1dzePx8vPzW1tboZOpqammpqawwIYNG/7zn/9cunSptrZ2y5YtBw8eVCqVvb29ixYtevHFF1NTU1ksFp/PT09Pj4+Ph27Ex8ffvHkzJydnbGzM3d1dxzKCIAKBICcnx8zMrKSkpK6urqKior293cHBgUQidXR01NTUMBiMzs7OnTt37tmzJz4+XiwWx8TEoM5j3XB3d29qarpy5crSpUvRfhAKhWj/mJmZJSQkXLlyhcvlstlsrM3ly5d/+eWXRUVFJSUl3333HQCguLi4pKTk2rVrr776KlxtfdBotdrCwkJLS8v09HQoZ2hkZMRmszs7O1ksVnJyclBQkL+/v1gs7u3tZTAYBgYGIyMjpqamg4OD5ubmRCKxr6/PwsJCpVKNjo5aWVmNjIzA4AHDJHwOGBoaIpFItra2HR0dCIK4uLjcVVKEVqsdHuwvqC5dtnihzoGmU8fW1tbCwoJGoyUmJqrVaqFQCB+A4K4cf39/hUIBD8aB68fu7u4GBgYGBgbm5uZ2dnYKhYLL5c6YMYPBYJibmzMYDCKRaGVltXTpUrlcbmNjExAQwGAwKBQKgiDW1tYmJiZMJrO7u9ve3t7Hx8fQ0JDL5ZJIJGNjY/hoZWNjY2ZmZmtrKxKJHBwcyGTyY489NjAwYGho+KCfkHAeEPhUwDQFQRC5XD7uQ+iHH364fft2AoFw5coVrVa7fPnyOxqBoy44uTRRYXgi8bijKKxBqVQKI+h3330XHh4eGBiIDahKpfKef+8gY2Nj6KYe+AMHlVp15Gp15FuxqFQqIpFIIpH0NWh0FG4RBJHJZOiPF9Z5rBt3RKFQkEgkVPwWaxO1c/nyZSsrq7CwMJlM9vbbb//0009TNP5/jdKTu9v2waZdX30++W5YjUbzyy+/cDgcPp9vY2MzPDysVCq9vLzKysoCAgJKS0vDwsKCg4Orq6vz8vLodDqbzR4dHYVnv8DvAzw9bWRkRKVSubq63r59293d3c3N7datWz4+PgiC0Gg0+Ig2a9as+vr6urq677//Xn9a4i9tUam+2bU7MmGxk6ubUqEoL8wtycmSjolWrlx552Hu6ChQKLjGxu52dkQC4fiffzrMnBkTEzOVPmxubtZoNHBu/KGTlJQkamx8auHCv1zF5e6mMfjIcppCIBAmmq5xdnaGW1t7enqWLVs2FSNwQU5fHh3LVLIMCQQCDFFCobCqqkoqlcItoCh/M1ICALAhCrrEYrH0i00UKQEAaLzX16CBMQy9TiAQsI/5WOfvKrcB23U6NlE7/v7+WVlZAAC5XK6zcvxA0Wg0Mpls6dKlVVVVMTEx1dXVdDrdyMhIpVK5uLhYW1tXV1crFIrw8PCBgQGxWDxr1qyysrL//Oc/J0+e7Ovr27ZtW11d3bFjxzgcDovF8vLyGhkZsbS0ZLPZUqkUjsB8fHxYLBaPx4uOjkaPRZsiJDLJiGVMZzKVcqmZmdkdvj8IAshkIJUa3ZNKPlxxx6JSqQDmC4ODMwl4sHz0WLt2LQAAQRC4VPZQMDExOXbs2MOq/VHE2dnZ2dkZDmqjo6P/sXqNjY1nzZrl4uIilUqvX7/OYDAcHBxUKlV3d7e1tfXg4OCCBQtu3ryZnJxsZmbm6OhIJpNtbW2PHz/OZrNNTU0PHjwIT3yj0+mmpqYVFRWDg4M9PT1KpbKnp8fFxYVEIsGFT3d399TUVLhMMHX3SCSyd2CwrYNjZ0OVl5fXHeLWX4XUJ6+oqalJq9W6ubmdO3dudHR07ty5o6Ojjo6O6Pq0Uqm8ePGit7e3n58fNvSOjY3BtQmAOSQHrRH7p0wmUygUMEcoKSnJzMxs7ty56L4BOKENTyafeofgTFvwYPmogv8LfBT5hz81Eon0xBNPwLnNoKAgFxcXGo1Go9H8/f3pdDqRSNRoNAAAKpU6e/bs+Ph4Go0GDyMTi8WGhoYEAgGmWGi1WqlUymKx4IljBgYGQUFBFAqFSqUSCAStVksgEOC0LdyVerd+mphyXOLiKZS7vnEiFArFn3/+aWBgYG9v39jY+Pzzz585cwZBkKeffrq0tNTR0dHZ2bmtra24uDg8PPzmzZu2trYkEmloaGjGjBktLS0tLS3BwcH9/f1VVVVOTk4KhcLAwIBAILS2thobG1tZWQEAent7+Xy+QqF49tln6+vr2Wx2b29vY2OjQqFQKpXGxsZnzpx5+eWX6+vrPTw8sAe14jyi4MESB+ffDDqxSSKR0AVOnZVOPz8/rVaLXWhEVZPQknA+H91aPO4OWFtb2xdeeOHednveX6HUzs5OtVotlUq7urrEYnF2dralpWVXV1dFRUVfX5+hoaGTk5NMJuNwOFlZWdbW1pcvX6bT6WFhYSQSqbOz09raGkEQmLJZX18PNzeRSCQ6nV5VVWVkZOTr65uWlgZvAQAIhUIulysWi8fGxvr6+uDAlEKhDA8Pd3V1dXR0vPrqq/exdTgPBTzP8tHg448/hi9Qabf+/n6Y14+D8zdhs9mTaApOESqVGhAQ4OHh8Q/rg+tPxmo0mqtXrxKJxJaWFh6P5+PjM3PmzKioKDMzMzgdrVariUSiQCAICwvr6uqKioqC55/7+/tTqdShoSFTU1MEQfLy8jo7O7lcrkQigQeYBwcHEwiEtrY2KpVqZWVFo9FcXV01Go1EIqHT6SKRaHR0tLGxEW4PDg4OLioq6urqGle/Fz8B7ZEDD5aPBnPnzoUvTp48CV8YGxv/ffVwHJxHFwKBYGJo2N/XpxMve3p67O3t165dGxAQIBQK4+LiPDw8pFKpk5MTn8+HQnQAALFYDCWivv/++5CQEAcHBwqFolarlUrluXPncnJyJBKJUql0cXExMzMLDQ11dXU9f/68m5ubk5PTuXPnbGxsGAzG2NiYVqsdGBj4888/7e3tuVzu2NgYl8tlsVgKhUImk6nVaicnJx3PEQTp6+kxNTH5x/oK5++DT8NOR1BJVZFIFBsb29nZ2dnZCQBITk4+duyYhYVFXFxcfX29QCCA5UtKShQKhZeXl6mpqc69WLMCgaClpUWlUsHdmGq1+tatW0ZGRsHBwSQSqaGhYWRkBOpKX79+ffbs2SqV6vbt208//XRBQYFGo7GysiKTyXZ2dnV1db29vQkJCViFVQ8Pj/7+/q6uLmdnZ0NDw8rKyoCAACjxioPzgPD38Dhw6VJsXBxW5snOzs7Ozg4AgFXG9/X19fX1RRDkscceg9uIFi9eDABYtWqVWq3GbiyCG+gAAFFRUQiC1NTUGBgY+Pv7AwAiIyNhqqVGoyGTyRqNBmo/bdiwAd6CIEhgYCC6SAx1PPQXcdva2hrKy5c899wD6BKcBwUeLKcjpqamH3744blz5/bu3Wtqaurr63vmzJmnn356/vz5hw4dSkxMhKpan376aWJi4o4dO5YvXx4SErJ+/fovv/xS515U/hsAsGvXrk8//fTAgQNjY2Nz5859+eWXd+/e3dLScuXKFVtb2/T09A8//PD999//5ptvmpub2Wx2fHz86dOnV6xY4e/vHxMTc/78+crKyvz8fB8fH3Nz8y1btmzfvn3v3r2BgYHh4eE7d+786KOPNm7ceOLECTqdDlXdH2If/uvRarUVFRXj5tVMc9Rq9fDw8H0x5WBtvTg8/Lvt22fHx1taWT2Iic2xsTEvL6/S0tL7Yk2r1XZ2duZlZDyTkMB9BE+M+V8GD5bTEXNzczc3NyiL2tPTExAQAPPEdfRXYT7fmTNnPvjgAwCAo6Pj1atXQ0JCdO5FzW7atOnGjRvw8A1/f//e3l4oLRsSEvLaa6+9+OKLAAAoOw7l68hkMtzHYWRkZGFh4eTkBMesGRkZBgYGdXV1AIBjx469/fbbAIBPPvkEALBhw4Y//vhj1qxZ69evx8+2faBExcTllVUTiI/guhcCLB1dTO5HqCASiXNCQmzMzQurqjowYvfTFgIApizW2088YWtp+bB9wbk78GA5TUHz3KHQKwp8doaTnPAKTAAgkUgCgcDDw2OSe1944YU//vgjOzu7oaFBLBaje4VGR0c5HA5UHpfL5SQSCbUAD9ICGKnY9evXv/32246OjlBh1cjISC6X0+l0qLA6f/78JUuWeHp6QlExfBfDgyMucdEjLb91Dxkm40IgEFwdHFzs7XW+7dMW+Mj7sL3AuWvwYDkdSUlJqa2t5fF4eXl5bDbb1dW1tbU1KysrPj6ew+GkpaX5+voWFBTweDw+n79nz57ffvvN29ubSCQuXLhw37592HsTEhLgeoxWqyWTyXV1dUNDQzweD+aH/fHHH7a2tgYGBps3b4ZTuJ2dncuWLQsNDT1z5gyDwZBIJJcvX7azs+Pz+YWFhWFhYWQyuaOjg8fjmZiYtLe379q1a+/evfPmzRsdHY2LiyMQCFFRUXA8mpmZefPmTXgeFs59Bx+4Y0FnXHBwHhC4Nuyjh77+KlaydXJ0xFGVSiUUm4bvYgVR1Wq1VqtVKpX6x25MpLCqUChoNNqNGzfmzZt3X1qKg6KvDfvgkIjFWkQLoHSfgeE/EJWJBMBlkhnkO423/qrg8y8E14adxuAjy0cPff1MVLL1juiIo+qYwgqiwh1942p1TqSweuHCBSKRCPcN4jyiaDSa65fPi0ZHAQAMJmPp4/8xfAT3EOHg3HfwYIlz33j66acftgs49wHR6KhQMAIAUCoNHpWFQBycBw2+7IGDg4ODg3MH8GCJg4ODg4NzB/Bg+e8BniCBc1/o7u7Wn4Fsb29/KM7g4OA8dPBg+e8hNjZWrVbf7V1isXjNmjW3bt267/4MDg7u2bNnioUvX74cFxd36tSpK1euHDhw4KOPPgIAbNmy5QE9AVRUVNTW1k70rlgsLiws1N8FiiDIuXPnpmIf5rA+uL59QPR2d9VWliv/m4CrVqkb6mrampsQBF+5xPlfBw+W/xIqKys1Gk1qaurd3mhkZHQPB9xPBRaLNfXjqZctW9bc3Lxy5cqlS5e++eab3t7eAID4+PgHkTynUqm2bdvW19c3UYEff/xx6dKl+tcdHR27urpGR0cnt9/c3Az1ch9c3z4gEIDk374llUrgn0qloiDnllQqJRDwHwqc/3Xw3bD/Epqamj755JOjR48uXLgQXsnNzaVSqSQSKSgoSL98VVWVXC6XSqUxMTEAAKVSmZ+fT6FQ4Ekmzc3NAwMDbDbb09MzPz9fLBbb2tp2d3dbWVlRKJSOjg47O7uioqKFCxeWlZV5eHjY29vrV1FbWwul3q9evWpnZ0cgEPr7+xMSEiZviEgk6u7ujoqK6uzs7O7uhuJEbW1tfD7f2tq6p6fHzc0tJyfnySefrK2tbWpqevzxxy9evOjq6goPiGCz2VlZWWq1OiIiAia06JOZmTlr1qyJHNBqtf39/TBIazSa2tranp6eefPmwStRUVF//vnns88+O9Htw8PDH3/8cUBAgIGBAexMnb7t6empq6szMzODIkfTCksrm8iYuKy0FLlcBgAgkUhBM8PcPb0etl84OA8f/IHxXwKJRJo3b15hYaFUKgUApKamkkikmTNnVldX6xcWiUTp6emhoaHoIlxGRkZYWNj+/ftFIlFOTs6NGzdmzZpVVVWVnJzs5OS0a9cuNze3EydOMBgMU1PT+vp6Nze38+fPFxUVxcfHQ21Yfby9vX/44QcAgKWl5TvvvOPs7Nza2jr52Pfq1asffvjhyMiIo6OjjY3N+fPn5XI5n8//9ddfZ8+evWvXruDgYFtb23PnzkmlUk9Pz/379wMA2Gz2Z599xmAwGhsbt2zZYm5uHhUVtXXr1nGraGxs9PT0nCTRnsfjoScenz9/XqFQuLu7r1u3Dl7x8PDIycmZpAkcDic0NDQ0NDQ4OFi/b/v7+7/44ou5c+feunWrqalpEjsPBSKR6O0X4DcjCCbROrq4hcyKIv9VkgIH538TPFj+G8jLyxsZGbl69aqHh8eVK1cAAEFBQe++++4LL7ww7pmXLBarqKho0aJFXC4XXpk1axaRSGSz2cPDw4cOHYqIiAAAxMXFHThwwNLS0tLSUiQS+fv7JyUlNTQ0vPrqqyQSic1mBwcHE4lElUo1rld0Oh2O7czNzV1dXY2MjCwtLXt6eiZpyOLFi7du3Qr1EIhEIpSPVygUbDabQqEolUpTU1MymQyv0+l0qFhrbm7u6Ojo4+MTHh5+8eJFsVhcWVlpMt5hgSqVqre3d9xxMIpAILCxsYGvV65cOTIy0t3d3dbWhnbdHZdRiUQiiURCRRuwfXvlyhUDA4PCwkIrK6uOjo7J7TwUiERiSHiEq7unhZX17Nh4Op3+sD3CwZkW4NOw/wYGBgbWrFkDALC0tNy2bdt//vOftra27Ozsrq6ujRs3nj9/Xqd8X1/fN998Y2Ji8sorr8AJSaz2OpvNhtOnvb29UOX16aef3r59+7p16z7//HNPT0+0MHwxlbz1ibTd9YGxGXvFwsLC1NQ0IyPjwIEDOtb0dd45HE5wcDCZTPb09NQ3LhaLR0dHr1y5UlBQIJVK/f390ccFFDab3dvbC19v2LDhjTfe8PLy0mg03d3dNjY2UqkUxvJJgMPWsrIyOAGObbuFhYVAIAgLCwsLC7vj2ufDwsDQaHb8PKlEwuHix5Hi4Pwf+Mjykefo0aM///wz3K4CJ1F///330tLSY8eOjY6Orl69Wv8WgUCwd+/elpaWRYsWUSiUnJycjIwMPp9fX1+fkpKydevW7OzskpKSa9euffHFFwCAhISE9vZ2JycnHx8feIBiS0tLU1NTUlJSWVlZa2trfn6+fi2FhYV8Pr+2tjYpKam+vp7P52dkZOTn58PjTXS4cuWKRCI5e/Ysuu+mpaWlubk5PT3d0NDwypUr58+f3759e1dXFwAgLi7u1q1bKSkpIpEoOzs7OTm5oqKCx+MBAHbu3Ll///6ysrJxDyA0NTVdunSpp6enTCYTiUTj7h5yd3dHYzCRSOzo6EhJSbGwsGhsbIRewceL7Ozs559/ftxPJDw8PCkpSSAQjI2N6fTtkiVLoM8ZGRljY2Pj3j4dMOWY2do74Idj4OCg4ELq/04QBEEQRKFQMBiMicqIxWJ0QHbHd6Fsular/ecPu/jiiy82bNjAYrFGRka2bt0Kx5cymYxOp4tEIkNDQ/2YJ5FIpiiWOy47d+585513YEt1VON/+eWXxx9/HA64q6ur/fz8xrUANeUnsn8P7ukIqatVqtqqijHxKACPZDxjGhj6Bs6gUP5PefjvCKkjAIjE4o6engGBYPr/mhGJREsOx97a2nDc3We4kPo0Bp+G/XdCIBAIBMIkkRJgpi6n8i4MFQ/lWKiZM2feunXLwsJiZGQkPj4eXoRNMzY2HveWvxMpAQCvvvrqn3/+uWzZMvBX1fjBwUEbGxsYKSUSySSLl5NEyr/vHgBAKpVcPH08KjT4UVxTVKvVKVdyHV1c2aacv2+N39b26+XLbFtbGxub6X9smVqjyS0uVgwNvbZqFX7+86MFHixxpjuJiYngnz1H2tjYOCQkRH8YLZFIHnvsMfjawMDg4eZ+sE1MnnrqqcmfeKYnCoWiqr7xvpgaHBn57erVp9eu9fXzAwD09/cbGBgYGxujh8d1dXXR6XSdlemhoSEjI6NJHmgQBBkYGOBwOGQyWSwWC4VCS0tLypR3BatUKqVSqf9IpNFoRkZGDAwMSkpKfr506b3nnjP8249NOP8Y0/1BDAcH8g+vn9na2uoPUxwdHf9JH3DuSFltrWtAgH9AAJlMbm1tPXv27G+//SYQCFQqlUqlEggE58+fHxgYUCqVGo1Go9EgCKLRaC5evFhbW1tQUABXK5RKpVqt1mg0aDGBQHD58mWJRCKVSk+dOnXz5k2YvKvVarVaLTTe29ubm5urVqsVCgW8qFAolEqlSqUSiUQ9PT0KhQK+hZodHh6+dOmSVquNiori2ttXNDQ87P7DuQvwkSUODs4jCYIgAwKB44wZ8LGGx+PNnDmzp6envLy8paVFKpU6OTnV1NTExMTADCgymRwcHFxSUiKRSHJzc4eGhmbOnCkQCE6fPk0kEh0dHSsqKmCOU1FREYPBoNFoNTU1JiYm8+bNa2xsPHXqlJWVFYPBKC0tNTU1VSqVHR0dXV1d7e3tUVFRBQUFAoHA0NDQwMAgICBAq9XevHmTz+cvXLiwtLTUxcVFq9U2NDSQyWQmk0kkEh1dXHpbWx92F+LcBfjIcvoyNjb28ssvp6Wl/WM1Kv4rCvrgTB05cuT+JuPv3r37q6++uo8G78iuXbt27NhRWVmpc33qvXcf+/l/HC2CoNu7+vv7rayshEJhT09PdXV1b28vhUKZO3cuHO21tbU1NTUNDg7KZDImk+nk5ATFFAUCgVKpbG1t5fF4MTExAoGgvb19/vz5VlZWVCq1ubnZw8PDwMDAzMwMQZCGhgYajSaTyVxcXOzs7GbPnt3a2vrUU09lZ2cTiURvb++goCASidTX10ehUBwdHWNjY/Pz84eHh5uamvh8/vLly83NzWFoJ5HJGvys0EcKPFhOXwwNDWNjY2Uy2T9W44kTJ+6LHVQcVZ/AwED91Ma/A9QNuI8GJ2dkZKStre29994LCAjQeWvqvXe/+vmOCIXC7u7u3t5epVI5bgGNRjM4ODg4OHhXgvUymQwK3iqVSqgY9dBRKpUCgaC0tFQikZiZmc2YMeM///kPmUy2sLDIzs5msViWlpYymSw7O9vQ0JDBYEilUhhlb926xWKxzMzMiESiVCpls9ljY2N8Pt/Q0JBIJDIYjKampt9++626ulosFg8MDKjVagcHh9zc3J6eHkNDQ7lcnp+fb2RkZG1tLZfLaTQajUYbHR0dGBjIzMx0cnIyNjaOi4tbvny5VCrNz893dXV92F2Fc4/g07DTlJqamrGxMbFYbGhoCADQaDQFBQUajSY8PJxKpQIAioqKtFqts7OzVCrV0UotKioSCARubm5NTU3R0dGtra1tbW0JCQlEIlEul9++fZtCocTExKDFGhsb58yZ09HRsX//fktLS29vbycnJx1/NBrNrVu34K4WGo2GFY/VsSOXy7HiqKOjoy0tLWNjY7Nnz5bL5Twej8vlCgSC7OxsrLSsRCIpKyujUqkcDkf/B0UgEJSXl5uamsI9NWVlZTKZzNXV1cLCAi1z9epVCwuLgICAy5cvz5gxg0qlwirKy8t9fHy0Wm1NTU1YWJiJiYm+Vq2OUq4O2OrS0tL6+vpKS0tnzpyJLVNfX4/tPVQA1tfXNyMjg0AgzJs3Ly0tzcjIaHR09MiRI5aWlrNnz4ZJqw8OPp//559/WllZLVu2jEKhsFgspVJJoVD6+/tramrmz58vEAiOHDlCoVA8PT1jYmIkEompqalUKlUqlWw2e3R0lEgkGhoawhc0Gg3GGDg+a2pq8vb2VqlUbm5uYrGYzWZLpVKFQmFiYjL1vTAQhVxW39YZ4ON5z7r5RCIxKipKoVBER0fT6fSKigoGg+Hm5sZisbhc7tDQkJOTk7e3t0Ag8PHxgSuIUFwiLi6upaUlLCyMTqczGAw4LhSLxe7u7gCAmJiY4uJiZ2dnNze3goKCkJAQ+F0NCwtDEIRMJi9cuFChUERGRgIA5HK5oaGhjY0NXMik0WhUKvWxxx5rb29ns9mLFi2Sy+X6z1g4jwp4sJyO/PbbbxYWFo899tjly5etrKwAAK+//vqePXsoFMr69esPHTr0ww8/eHp6xsfHv/feezt27Dh37tzixYs9PT3Xr1//+OOP+/r6zp49++TJkw4ODitXrjx27Fhtbe3p06efeeaZl1566fDhw/X19UeOHHnqqadgMWdn523btu3YscPBwSExMXHcH6yXX355586dQqHw2LFj3t7eNTU1r7322h9//NHa2hodHY21880334SGhgYEBEBx1G+//fajjz46e/Zsb2/vE0880dPTU1VVlZiYeP78eS6XO3/+fKiEvm/fvnfeeUer1f755586wVIsFr/11lvHjx8/evQolUq9fv36/PnzIyMjP/jgg/Xr16PFLC0tT5w4ERoaKhaLb9++/cILL6BVLFy48PPPPw8JCdm8efPhw4ehVu2lS5cKCgpSU1NnzZqVnp6+cePGY8eO6Tf822+/xVYXERGRl5enLyLo6emJ9h4UgD106NC+ffsMDQ0dHR3feOONmJiYzMzMd955h81mHzx4cKJ+vr8EBwe3tLS4u7vX19c3NDQ4OjoKBAKJRGJlZZWZmTlnzhy1Ws1iseBK3tWrV0dGRnx8fKqqqtRqdVhYWFVVlVarDQ8Pv3nzJpVKdXZ2Li8vp9FoUVFRQqEwOTmZwWAQCAQej9ff3+/u7l5bW4sgSFBQ0Jw5c6boIaLV9nZ1FmTd6GptMt+0cfKUG4AgYGQEjI3RqFSjv+Ypkslk7BE32IceVOl33P1Zzs7Ozs7O2CvW1tboaxaLhWYrzZs3T7+Ag4PDRM76+/vDFy4uLgCA+zuhgvPPgwfL6ciBAwdKSkoAAG5ubuC/Z4DAnehEIrG8vPzXX3+tqKggEAi7du0CAOhopTKZTC6X6+npOTo6SqfTORyOpaVlXl4ej8fr7e2trKxEEEQikWCL9fT0wNTMcX/BBwcHOzo6uFwul8t1c3N75pln3n//fQBAXFzcCy+8sGDBAqwd8Fdx1M2bN2dmZhKJxKqqqieeeILD4QAA9KVlIyMjZ8+eHRsb+8477+jUnpKS4uXlRSQSoaTfqlWr3n33XQBASEjImTNnVq5cCYuZm/+fNhscSehUERoaCgAYGBgAelq1qFLuG2+8od/2o0ePYqt78sknYUfpFMP2no4AbFxc3Pbt21etWnXu3Dk45Jqonx8QKpWqtLRUqVRSqVQzM7Pi4uLY2Ni+vj4DA4OxsbHa2tqKioqFCxdmZmba2NiUlpYyGIyVK1fm5OQ4OTn19fXV19fDxInh4WF7e/uhoaGenh4mk+nj48NkMpuamsRi8dy5c3NyckQi0YIFCyorK6ceLJVKRUN1WXszT6VUFBcX32FIiiBgbAwoFFZmZgEuLqRpn1WJ828CD5bTETqdPjIyYmpqChVJWCyW+L+qJX19fSYmJiwWC+5TGB0dNTY21tdK1ZFvBQBotVoOh8NgMOADuJeXF9CTbNURNUUxNDRE96SMjo7qi8dOYufZZ589e/ZsTU0Nj8fr7u7GmsVKy9JotMLCwtu3b3/zzTfffvstthiHw0HbNTo6SqPR1Go1mUxGa9dpKfQNe1FfmRZ7RUcpF2sTlhy3On3QVusLwCqVypkzZ165cuXxxx8H/02D0e/nBwF8cDEyMjIzM3N1da2qqiKRSGq1GuYzEAgEf39/Jyen3t5eMzMzPz8/FouVnZ1dUVEBABgYGBgbG7O2toan07DZbCqVSqPRCAQCmUyGSREUCoVAIHR2dlKpVAaDAceaU3ePRmfMmb/I1tGlvqzgscceu/PIEqPgc896PSqVqrm52cTEBCpd9PT0uLu7Dw4OSqVSW1tbJpMpl8tHRkbg+QEqlQo7KOzv71coFHAaXyKRtLe3w7NXcf714MFyOrJnz54TJ07Ex8cXFRUBABITE59++ulr165RqdS4uDhnZ+c9e/bs2bNnwYIFAwMDiYmJUCuVSqVC3VEqlcrn88vKyhobG1tbW/l8fkpKCpROXb58+blz5+zt7Wk0Gjz9ChZra2traWmJjY09deqU/pIhg8F46aWXTp486erqSiAQtm7d+vPPPxsYGNy4ceOLL74oKCjQsRMeHn7+/PmEhASY19/Q0NDZ2dnb29ve3p6Tk8Nisby8vKC0rIeHB5SWPXPmjFQq5XA4aNY/Slxc3I0bN7KysrRarZOT0759+w4fPhwYGDgwMPDaa68dPny4rq4OqpwrlUooEtva2jpz5ky0ipaWFngqZ1dXV0NDQ2ZmJqpVK5FI/P39T58+/dxzzy1atEg/HOpUd/To0bq6utraWh8fH52SaO8tWbKkqKgoOzsbbgY5dOjQ6Ojotm3bfH19JRLJ888/b2FhkZGRYWdndz+/NONBIBBCQ0NZLJa1tXVxcbGJiYm/v/+cOXPodPqMGTMUCoWxsXFsbKyFhUV3d3d4eHhjY6O7uzuVSh0eHl6wYEF5eTmRSPT09BQKhY2NjTNnzoTbWBgMBp1ONzMzo9Fo7u7uWq22trZ2yZIlg4ODVlZWUx9WQshkioePX2iAzx0i5X1Cq9XCk9eamprWrl174cIFAwOD1tZWmCViYGDw3HPP1dXV/fLLLzt27Ni3b5+Xl1dkZKRUKoVHf+fm5tra2mq1WgKBMDw83NnZaWhoqNVqHRxwKd1/Obg27PRFKpUSiUStVgsV11QqlVarxf6gYCVGJ9dKxaJSqRAEgbuE9JlE1FTnxsmlZbF2oJ+TS/BAJVsKhTKR8zp6qmNjY3Drk34xCoWiUqnuVlJu8uZMVJ0O+q2eSsmpoKMNKxoVHvn+uy8+2fIPKPjIZLLc3Fy5XB4fHz+5gOIUUSgUH2z99LnX30bl7u5NGxZBkON//ukwc+a427ImYmRk5MyZM88999z+/ftdXV2tra2DgoL4fP7Nmzd9fHyGhoaeeeaZlJSUs2fPvvLKKwcPHly1atXAwIBEIgkJCamsrBwZGfHz8+PxeAiCWFtbc7nc5uZmFos17pPWJCQlJYkaG5/671Ht/weuDTuNwUeW0xfmX7cw6C/nYH+LJ9dKndwOlkl+wXVunPxnGmsH+jn5czeBQJhc5lQn8EwUumCxiR4FJmHy5kwlUoLxWj2VktMcBoMBN7n8O0ZOYrEY/mMhEAhyudzIyGhoaEij0fT09LS0tGzcuJFAIPT29lpaWpaVlTGZTKlU6uPjw+fz29vbHRwcjIyMurq6JBIJh8Pp6ekJCQnp6ekxMzObyj89nEcaPFji4ODcgWkbJulUqvivh5DcEUNDQ6lUev36dU9PTyaT2djYODg46OnpGRsbK5fLYVqzWCz28fERiUTe3t6Wlpatra1yudze3r6trU0kEvn5+dFoNFdX1/b29v7+fgAAj8ebN2/e1GXcEQQRi0TM+zFMx/nHwIMlzkNGKpWmp6c7Ojr6+fn19fUdPHjQxsbm+eeffxTP08D5JyEQCK729teLixMSEqY+UudwOEuWLBkYGPDx8SESiTU1NREREcbGxmq1GvmvHtCKFSsMDQ0JBIJMJuNwODBl1tTU1NzcnMPhWFtbl5eX29jYeHt7M5lMQ0NDBweHOx4JjkUmk1UUF69JTLyXZuM8JPBgifOQodPpJiYmPB7Pz89veHj4scceCw4Ovtus9v9BoN43TLx5tIDC5ffFlJ+7e2l9/aEffkhcuJDL5U5xBGxgYODk5AS1h2DyJdqN6MEgUGOdRqONjY3Z29sDAORyORTrGBsbgzld8EaYpjlFGSm4+/ryhQszHB1dHvwOL5z7CB4sH0ny8vKEQiHcOIrdKnK320amDtbyxx9/vG3btsknnXbv3i2TydavX79hw4ZnnnkGzezWh0gkoqYMDQ3HxsZSU1NDQ0PRvMlHi3E/ArFYfMd+uCtIJBKRTPlu334S6dH7J6zVajUI4a6GYhNBpVCeX7IkNSfn3JEjUrUaTPvtigQCwZBKDfP0jAkNnf6nb+JgefT+peEAABwcHGDuV1NTU3d3d3R0tM7r+87vv//+8ssvw9fx8fF3/He+cuXK/fv3GxkZRUdHQx3RqdDb2xsUFFRXV/fHH3+sW7fub3n8MJjoI7jbfrgjTAPDN9/96K4EXacVJCKJcvebsMaFRqUujo1NjIpSPwq65AQASCQShUyetsvAOBOBB8tpx8DAQFVVlYmJiUwmk8lkUVFROTk51tbWPB7P3d0dipRWVVWZmZkNDw9//PHHgYGBcFoJfR0SEgI1YKlUanR0NFa7NTo6Gt1kq9Fo0tPTEQRJSEgoKSmRyWRz5sypqqoaHh6GAjdJSUlz5sxpbW01MzPbv3+/lZWVt7c3mUzu6urSaDTwxAZUslWj0dTW1vb09MybN08//aOhoaGrq8ve3p7L5ZaUlHh7e9vY2MC3pFJpUVHR0NBQXFwcg8GAuZgThXyoNCuRSKKionTe4vP5AwMDlpaWLi4uUEpXq9WGhYUplcqrV69GRER0dnYaGxs7OjoWFxc7Ojo6OzujPcPn82NjY5ubmzs6OhISEggEwkQWGAwGlPFDqa6uhp+Ur68v+hEolUqJRDJjxgyhUNja2or1FsrGcrncvyMTSiAQqNRHZj/tg4ZAIFDvYQM0Ds7dgM8DTDu4XG5SUpJIJDIzMzt16hSTyayurraxsWGz2Z9//jmNRuPz+ebm5mfOnOFwOMHBwaGhocHBwdjXAICXX355zpw5hoaGx48f9/X1ff/991Uqlb29PfY0KxKJRKPRLly4QCAQWlpajI2N09LSCgsLY2NjoaJNY2Pj5cuXh4aGrKysbG1tExMTnZycbGxszp8/L5fLoWQrVJrm8Xgw0dvFxQWr14ri6uq6Z88eQ0NDJpOZlZWFFUBnMpkbN2786quv2Gx2QECAra3tm2++6efnN27nfPvtt56envX19efPn8deLykpOX36dGRk5KFDhxAEefPNN2fMmBEWFvbmm28aGBh0dHT89NNPERER+/btS01NjY2Nfe+99wAAaM/Y2to+/vjjFhYWQqHw4sWLAICJLOzevVsikaD1ikSizMzM0NDQzs5O7Efg5eX15ZdfmpmZyeXyjo4OND2xv7//yy+/nDt3bmZmZuu0PM4QQZCq8tLi/Nzi/NyKkiIlfpoYDg4AAA+W0xACgfDaa69du3ZtdHRULpdrtVp/f382m21ubu7o6Ojv7x8aGmr238xlrAor+hpqwFZUVCiVSrFYzGQyzczMPDw8oBQqtq7o6Oiuri6VSmVkZBQQEHDkyBEWi1VYWGhvbz8yMmJubu7i4rJ8+XITExNUzpRIJEIpWlSyde3ate7u7itXrhQIBP39/ePGADKZvHnz5jNnzrS1tb3xxhuTrFdNrpcGlWZJJFJdXR32+uHDh+Fy4K5du1paWvr7+5lMJpVKlclk1dXVZmZmgYGB8NwMf39/OHAEAGB7hslkmpqawi5qbm6eyIKJiQl2KweLxSooKFi8eDH8RNCPgM1mz5kzp6ysrL+//6WXXkLL68jGTvgleHhotdqi3Nu3bqbeupmal50p/wdPiMPBmc7gwXI64u7uzuPxRCLRsmXL9u3b5+vrC6/DKIUF1SPFvuZwOEwmMywsbNasWatXrwbjiaOirFq16uDBg5aWlgAACwsLZ2fnsLCwTZs2wcEQeoYUtiKIjmTr+vXrbW1tZ82apdFodDRgIXFxcenp6R0dHegE7B3Rl5d69tlnY2JiPDw8dGrhcDgikQgAAHVc4WsAgFgshtniOmK5+iKx2C5isViTWMD2YV9f344dO06ePHnkyBGRSITtpddee+3gwYM6/ltYWJibm4eFhT355JPwuDEcHJxHAjxYTlMSEhLIZPKyZcuKi4vhKV3JycklJSV8Ph++rq+vHx4ejoiISEpKgtLh6GsOh7Ns2bILFy4UFBS0trYWFBS0tLSUlZWlpKS0tLTojPz+85//JCUlQUXvLVu2XLlypaSk5Nq1a3K5vKCg4Pr16zAixsXFnTp1SqPRtLS0NDc3Z2RkxMXFkUikrKys9PR0gUBAIpE6OjqSk5MtLCx4PF5ycnJdXR2fz8/JycnIyIBb8xMTE+9qaenLL7/87bff0D+h0mx9fX13d3d3d/fQ0BD61ubNm1NTU0tLS69evWpjY/Of//zn2rVrKSkpCQkJHA4nLy8vIyODz+c3NjYmJyfX1NS0trbeunUL2zPNzc08Hi81NbWkpIRMJk9iISUlBa1XIBDs3bu3paVlyZIlLBYL+3HAcw3haSdjY2OwHxYsWCASiW7fvp2eno6dzsXBwZnm4Nqw0xRUSRVGiElKTpQ6MrkGLBadKibSQR03KQKrgCqVSplM5rgasPDeGzduoIcCTpHKykqdjTCTKM1i9V2VSiXMk7ur6rBM3QK2XthSuVxOp9PT0tLg4dI6TC4bOy462rAPDo1G89uh74WCEQAA08Bg9ZpXWXrzGfede9OG/ReCa8NOY/DdsNMUNBLcMUkD+2uOfT31vH6dKibSQR03bGB/9OE+23FXHC9evIggyETbdiaCx+Ppz9lOojSL1Xf9+7sjp24BWy/spc8//zw+Pn6i/a53Gyn/MVRKpUqtQh+gEQRRKhRKhYJCpeKpDjj/4+AjSxycR4B/ZmTJa6gryc/t7+vVqNUAACKRaGZu4eXjOzMiCoAHGCzxkeX/gY8spzH4miUODs7/Ye/oZGBopP2v1oFWqyUA4Orp/UAjJQ7OIwEeLHFwcP4POp0xJ36euaUV/NOIxYqeN9+EbfpwvcLBmQ7gwXI6kpeXd+3atamU1Gq1V69effzxx/fv3/+gvZocqVR64MCBxMTEy5cv//HHH3v27BkYGLg3U4p/PBF+y5YtD0I67siRI01NTffd7AOFbcqJio03MDKiUCgzI6LsHZzw1UocHIAHy+mJg4ODu7v7VEoSicTFixerVKoHJAk7dZhM5uOPPy4QCJYtW/bEE0+sWbPmmWeeGRsbu1s7zc3NBQUFD8LDSYiPj9eX6Pv7BAYGQgnfRwsHJ5dZs6MDZ4b5BswAeKTEwQEA4LthpydQ+nVsbAyVJKXT6SEhIXe8saenp7W11dTU1MvLSygUJicnBwYGDgwMcLlcb29vAACfz29tbYXyeG1tbdnZ2QsXLiwrK/Pw8IDnEGVlZanV6oiICCaTmZubS6VSSSRSUFAQVDSFQjZTaYKxsfG8efN++umnlStX5uTkPPnkk7W1tU1NTY8//jgAoLKycmRkxMXFBVaKAtVuAwICoMLtyMhIfX09mUwOCwvTrwLr3iQqtVhp3Dlz5iAIotOrnZ2d3d3dGo2mtLQUWxLuWS0vL4e6BHK5XMeNq1ev2tnZEQiE/v5+mCKCdVgul/N4PC6Xa2xs/Hd68p+HSCT6BQapVWpcfhYHBwUfWU5HoPSroaFhd3f3jz/+GBERsX//flRTZhK+/fbbyMjI7777rrOz08TEpKmpKSUlJTo6+vLly3/++Wd3d/e1a9fmzZv3zDPPAADs7OzOnz9fVFQUHx//9ttvAwC2bNlibm4eFRW1devW1NRUEok0c+bM6urq/v7+L774Yu7cubdu3Zr6vKKdnV1FRYWtre25c+ekUqmnpyecK8Yq0OrcwuFwQkNDobyqQCD49NNPIyMjLS0tP/nkE52SWPdQldqysrK6ujqoUuvu7g7PLfH19f3oo4+USqWzs/O2bdv0exVVu9UpCQA4cuTI0NAQiUTKzc1FjzBEsbS0fOedd5ydnVtbW1NTU3UcptPpPT09VVVVf78n/3lIJDINP3wbBwcDPrKcjqDSr1wu197enkgkstns4eFhVHxuItatW5ecnGxgYMDn8+3s7ExNTV1dXQEAjz/++Lp169LS0sLCwjIzM6VSqVarJZFIbDY7ODiYSCRChZ2LFy8uWbKksrLSxMQkKChoxYoVLi4u7777ro6iKbR5R0ZGRmxtbclkMlTpo9PpMB/xyJEjy5YtKywsdHJyGhwc1JmoROVVL168COOTg4NDamoqjF4oWPdQldo1a9YAANzd3dPT0+VyeVtbGwCAyWRyuVxPT8/R0VEojavfq9BD/ZJSqZTNZiMIolAoTE1197mYm5vD41mgoqy+wxwOR8fVe+vJcRGOjEgkdz3LPU2gUCimZtz7cqQlAECt0QhGR2Vy+fRPgyMQCAYMBpvFwg+zfOTAg+V0ZxJZ15aWlitXrmzcuFEul5PJ5JaWlu3btx8+fLiqqgpBEKx0am9vL5fLPXfu3NDQ0Ouvv/7NN990dnY6ODiAv2qlwnMzyGSyp6cnj8fLzs7u6urauHHjs88+KxAIwsLCwsLCRkdHAUZgaBJSUlL27duHbQJUzrOwsHBycgoLCwsJCdHfy4PKq7LZbFRqXP8kSDiHDN174403sCq1H3300RtvvOHl5QX1Y21sbPT7cKJe1bkeEBAwMDDAZDLfeuutcduILT+Rw1hX9Xvynvn1wF4jGukBnfX9QNFqtV29fS++sdHO0envWxuTSo9fudIjEtEMDaf/+iqCIHKx2N3K6skFC+iP4Gf3vwweLKcjUFi1ra0tJyeHyWR6e3vX19enpKS8+eab2GJsNluhUMCFMR8fHz6fr1arKyoqCARCRkaGj48PAKCkpMTW1vbq1atfffVVQUGBUCgsLi62tLRMT0+PiYlpampKSkry8PBobW3Nz8/fuXPn/v37Y2JihEIhn8+vra0NCQlZvXr1kiVLioqKsrOz1Wq1h4dHdXX1xYsXd+/ejXVGKpWePn26v7//8uXLEomktbX1gw8+cHZ2BgDExcXdunWLSqWKRKLs7OwtW7bs2bOHRCL19PQsWrRIp+3h4eHnz59PSEhYvnx5TU1Nfn5+Y2Oj/oRtWVkZ6l5cXNyNGzeysrK0Wq2TkxORSOzo6Ghvb7ewsGhsbOzs7OTz+WVlZY2NjW1tbdXV1Tq9umDBgubm5vT0dHNzc2zJlpYWCoVy4sQJAwODgoKCTZs26Wj6JCUl1dfX8/n8jIwMiUTy3XffYR2GerAsFsvd3X2inoQS7feGVDL24cYP9Me70x+VSrVn/w9qtfrvm5LKZAfPnrXz81s1b56BgcH93bir0WiIROL9tYkgyOjo6J+XL/92+fLLK1dS7tPYGucfAFfwebRRq9W9vb12dnboFZlMxmAw4MjvwIEDrq6uUVFRqL6aWq1GEIRCoUwyNETFV+H0I3oW4z0ommK9otPpIpHI0NAQ7judSIEW/FWEViKRMJlMfVcnd28Sldq74r333tuxYweRSCwpKcnJyYEru5Oj7/B96Ul9BZ9tH2za9dXnj2iw/GbX7siExU6u/7cMfM8KPvnl5bdbWja9++7kM7pwosLJyQlBEFQJGX494HoE/BlEEKStrQ2e11ZdXZ2Zmenj4+Pu7m5gYAAn6tGPFd47NDSk0WjQw1nhRWjqjnrOO774YmV4uK/OpndcwWcagz/XPNqQyWRspAQAwF9kAoEgFArLysq6urrgQY9oefhikiiCiq8SCAT09x38PUVTaAc7kJooUoK/itBOVOnk7k2iUntXuLq65uTk0Gi02tra+fPnT+UWfYfvb0/ioCAI0tLT4xcYeMe1z9zc3JUrV6rV6uLi4u7ubg8PDxKJNDg4aGxs3NzcHBAQMDw87ODgUF9ff/Xq1ddee83V1TU5OXnevHmdnZ3Hjx/38vICAHA4HLiZgEKhVFdXs9nsmpoaMzMzV1dXExMTlUpVU1Pj4uLS29vLZDJjYmImSUaiUql+M2bw29t1gyXONAYPlv9aTExMDh8+/LC9eLR55ZVXAAAIgoybu4Lz0FGr1dinkHHRaDRjY2MmJiZqtXpoaKimpkatVre0tJiYmCiVSm9v75ycnL6+vqioqIGBAbhdCwAQHh6empq6aNGijo4OQ0PDoqKiWbNm1dfXj46OikSi4OBgsVisUCgsLS2rq6s5HI5Wq21sbITPVQCAkJCQSebYCQQCncEQKZX3tzdwHij4jiwcnDvwL5Ow0Wq1cPPz/whCoRBO/g8ODpaXl6tUKj8/v+rqak9PT61WC0MjAIDH45mbmzs6OhoaGg4PD9NotJkzZ1ZUVMDt3La2tiQSiUajDQ0NjY2Nubu7u7q6GhoaUigUJpM5NjamUqlcXFxkMpmpqemsWbPwyYN/H3iwxMH5N4AgyM2bN/v6+kpLS/Py8vLz8+H6HPjvoikAQKvVwmW5lJSUzMxM+CcEvq6rqxsYGCgvLwf/3Q+MGgEADA0NffXVV7m5uQAAhUJx5MiRXbt23bp1C1uLfo2jo6OdnZ2T743QarVCgeAB7Z/QaDQymeznn38eGRkBAFhZWXG5XHd395CQEAsLi9zc3ISEBCqV2t3dDfejAQDodHpdXV1NTU1wcLCRkZFUKg0MDDQzM6uurrazs4uNjT158qRcLjcyMjI0NBwYGBCJRObm5oGBgf7+/mKxmMVi3a+sGJzpA/6JPsI0Nze/8sorly9fxp6nOEXEYvGGDRuef/75SXTytmzZsm3btnvWgZvkdnQLz5EjR+bMmXO36YbjHkOtw3fffadWq99///0p2uTz+WvXrk1OTr7jtN5UgB5OpZPvFwQCQS6X19TUdHV1ubi4aLXa27dv19TUzJkzR6FQEAgEY2PjiooKpVLp7u4uEAhIJFJlZWV+fr67uzuZTK6vr585c+b333//xhtvAACys7N5PF54eDiPxxsaGpozZ46np2dPT8/AwACMfGq1WigUvvzyyzQa7datW0QikUKh1NfXEwiEhQsXpqenU6nUGTNmXL582dzcvLKy8uuvv57ogFWFXF5dUtBYWbpp4wb65EoICPJ//93NcN/c3Py9996DrwMCAuRy+ZUrV1asWMFisaA6BwBg06ZN8MWLL74IADAyMoIvAABwwRLi6+sLX0RFRUFrAIAZM2Zgq4O70HH+feDB8hHGxcXF0dFRP/9yKhgZGUVHR+vnL2L5m4qpE93e3Nzc1dUF48e9qaeeOHHipZdemrzM448/fvDgwanbdHNzc3BwuLfO1Ad6OJVOvo84ODiUlJQIBIKQkJBbt24RCAQDA4OBgYGenh4SiQSV+drb2+E+4fLy8qioqPz8fAaDMTY2ptVqOzo6bGxsqFRqXl6eVqudMWNGdna2VCr18vIqKyvz9PQEAPT39xsbGw8PDzMYjL6+vh9//HHx4sXd3d1lZWVLly6l0+kjIyNXrlyxsbHp7Oysrq5mMBju7u4qlWqi3aEKuSwr+WpVSb5Wo7l27dqdv28SCVAobLncIHd30j3l9VOp1MTExHt4vsT5HwcPltMRHXVTfQ1SAEBubi6NRht35gqrENvU1FRcXJyQkNDa2hoSEoLVUAUAKJXK/Px8CoUChWexN6KKqSQSic/nDwwMWFhY6AwBL126ZGtrq1ar1Wr17NmzsXVZWFjA2zs7O7EKtAYGBqj6q6+vL0wSFQgE+iq1bW1tfD7f2toa9gNaaUpKypEjRywtLWfPns1isbAysxqN5tatWwYGBqjsam1tbXd3d0JCwrhCu83NzQMDA2w2G0YCFJ3rWE/s7Oy6urrs7e3Nzc2Li4s9PT11diNrtdpdu3aVl5fb2trCDbT6nfyAtGEdHR3/+OMPS0tLuLXEzc2ttraWRCIplUoikTg6OtrY2KjVatHzVVpbW0kkUmBg4P79++HmZDqdDvMoiEQiTB+i0+nGxsYCgQAAkJeX99RTT509e9bZ2dnW1tbc3PzZZ581NjaurKyEukt0Op1Go6nVajqdTqVSCQQCm802MjKaZLBOpdFnzo4hU8hNtVUxMTF3mDBAEDAwAMbGyGQyiUQCel9+jUYDR5xwVnncsSyRSGQwGDKZjEql6heAM8kEAmHc6K5WqzUaDWwaTAciEAjwn+G/bGEbRx98zXI6oqNuqqNBCgB46623nJycAgMDx9UXxSrEOjo6njhxorm5uaqqSkdDFQCQkZERFhaGCs9ib0QVU0tKSk6fPh0ZGfnTTz/pDLxMTU23b98eFhaGIMjmzZuxdaG36yjQYtVfUfVUfZVaPp//66+/zp49e9euXcHBwdhKExISOBxOYmIii8XSkZl9+eWX/fz8TE1Njx07BgDIzc21t7eHnaYvCZuTk3Pjxo1Zs2ZVVVUlJyej9nWu63ji6uq6Z88eBoPBZDIzMjKsrKx0Op9IJM6dO9fV1RUN8NhOfqDasEZGRmFhYfPmzWMyme7u7kqlUqVSBQQEaLXa7u5uKysrAwMDFotlbW3t7Ozs4+PT2dk5NjZWXl5uY2OjUCjMzc09PDxEIlFgYKCrq+vt27fDwsI8PDy4XK6TkxMAIDo6uqWlBU5LkslkDodz5syZW7duGRkZJSQkdHd3FxUVKZXKxYsXt7S0kMlkDw8PR0dHc3NzhUIx0ZCdQCCYmpnHPbb05dfe4HA4rDtiaMgyMGDSaOOGptu3b9fW1hYWFmZkZBQXF2s0GphYjKJSqRAEKS4uvnXrVklJCQx+CIJoNBqNRgP3ytbX1w8MDKjVaugz+kKr1Z4/f/7777+HUohtbW179+49dOhQe3t7SUkJNA4AgHPUWq0Wqi7o28F5RMFHltORlStXYtVNdTRIh4eH4UAHAKAzrIHoKMTS6XRvb+/Q0NBz585hNVSLi4tnzZqFlUjVuREmYh8+fHj16tUAgG+//VanIjMzM3d3dyKROGfOnBdffHHXrl1oXQAAeLu+Ai2q/goAgOqp+mUUCgWbzaZQKEqlUifvHoqqwPk6rMxsfX19R0cHl8vlcrlubm7t7e2+vr5opwE9SdhDhw7BFc24uLgXXnhhwYIF0L7O9R07duh48s4775w+fXrFihVvvPHGuPs4SCQSkUhEhybYTr5x48b90oYdF1QRad68eQiCJCYmkkgkHx8fmOsZGBgIX+iUj4yMhKNJBLMcOHfuXHRS1MPDAwDg5eUFP25YAF3Vg1RWVnK53JiYGCKRCCfJ0R549tlnJ59fJZFIltbWROLfHZyRSKSOjo7Ozk5/f/+RkZFjx46JxeLIyEilUimTydhsdkZGhq2trUKhsLKykkgkf/75Z1FR0YoVKwoKCgwMDEgkUlNTU1RUlEKhuHDhAo1GCwoKun79urW19Zo1a1QqFZ/Pp1KpsF3t7e12dnYBAQEXL14cGxtrb2/n8Xjz588vKCgwNTWVyWQqlWrWrFnJyclEIjEmJiYrK8vNzW3JkiW4KuwjCv6xTUc2bNhga2sbGRkJ1U3BXzVImUzm0NAQ/FN/GhYqxC5YsMDa2hpViIWTbBwOB6uhqmN23BvhXXDcqdFoJBLJuA7LZDL0N3RctQGsAi2q/jpJGQsLC1NT04yMjAMHDuhbgxWVlZWhMrMbN26EI5iJWoetAvxXyhXOLvb29rLZbNS4znV9T2JjY7OyslpbW8d9UkEbCLfD6FRqYWHB5XLDwsKeeOIJnRHzfQd9pEA/monE29BZR2woHTe8oU85+vj7+8fGxkI72GeFiUw9CFgsFp/PJ5FIarWaSCSOjIw4OTmJRKKhoSE+ny8Wi01MTBobG4eHh+VyuVardXFxcXFxMTExYTAYnZ2dxsbGMTEx3d3dlZWVAQEBJBIpKysrNjYWfh+GhoZEIpFGo4Ffs8DAQIFAUF1dbWtrGxERMTAwkJiYWFhYSKVSg4KCiETiwMBAVlbWggULVCpVamqqkZFRc3Mzrpj26IIHy+kIVDdNSUmB6qZYDdL8/HyVSvXmm29evXq1uLi4tbX14sWL2Hvh1BOqENvW1tbR0XHq1CkAQFxcHJlMzsrKysjI6OzszMnJycjI4PP5UCJV58auri6omLp58+a0tLTS0tKrV6/qiKMCABoaGurr63/88ccffviBx+OhdbW0tMDbW1paoAJtWVkZVKANDw9PSkoSCARQPTUjI0O/jKGh4ZUrV86fP799+/auri6dSi0sLDIyMoyMjLZs2XL58uWSkpLr16+z2eyXXnrp5MmThYWF+p3W09Oj096tW7dmZ2eXlJRcu3btiy++gA4nJSXpXB/Xk8WLF8Plruzs7Oeff17HPRcXFx6PV1JSwmAwdCpdsmQJFMjNyMi4h5OxpzM6Y9Z/Brgii/5Jp9NLS0sTExNbWlqMjIzc3Nz4fP7w8PDo6ChURdZqtWZmZjQaTalUSqXS8+fPBwUF5ebmqtVqU1NTuPquVCopFIpEIpFIJFCU0dzcHADQ2dnp7OxcU1MzODiIIMj58+fnzJnT2tra09NjZGQER6UGBgYGBgbt7e0CgQA+McBAy2AwrK2tlyxZgj43KJVKXBj20QLXhp2m3FHdVKVSEQgEqLmqv08BqxCr89bkwqQT3SgWi/U3ENbW1h4/fvzzzz+n0Wh39UN5x9yPL774YsOGDSwWa2RkZOvWrfrjS6wFrMwsXJTSD+oTMW67sNd1PNm9ezeNRrt58+bcuXNhyerqaj8/P53b4TLYRMl2uDbs/dKGzSgoaBCJXn39dRiERCJRXV1dSEhIZWWlg4NDbm4ul8s1NzcvLS21s7Mjk8mtra0wVYZCocjl8traWnt7ezabXV9f7+zsTKPR4BImh8PJz8/39fWVSqU2NjYymczZ2Xl4ePjWrVsAgFmzZllZWZWVlTU0NISGhgqFQjMzs5aWFoVC4ePjo1AoKBRKUVGRlZUVm82Ge4NDQ0Pr6upCQ0Ph5jWNRrP7m29iPDxm6nxzcG3YaQweLHHund27d+fl5f3www+oDMr9IiUlRaVSWVhYjIyMSKXSFStW3F/79+wJzAPx8/ODAVIikfD5/Pu+r1UfPFgCME6wHBWL95w4ET5/fkxMjH6OJvrMp/9i3JLYd8ctqXNxkj/h66SkpIaGhieffNLGxgZ9VyKRXL92ra28fMPq1TSdpzo8WE5j8GCJM32ZPjvyH7on+sHyi48221twGYxJs/inJVqNtraR9/L6dx2cXeCVew6WAIDugYHfr10blMnMrazuLfPyn0StVg/09dkbG69etMgMs1L+f+DBchqDB0scnEcA/WDZ09Uh+nvHRz9EKFSqnb0j9b8T6X8nWAIAVGq1cHS0f2Rk+udmkEgkSzMzYyMj8ribnvBgOY3BgyUOziOAfrD8N/E3g+W/BzxYTmOm+6wFjg58Pj8mJkYmkz1sR/7CF198sXfv3ru9KzU19amnnvr7tWdnZy9btuwebhSLxWvWrIG7Nv4xtmzZgmro4ODgPCrgwfIR4/5KmN4vVqxYAbfI3xXz58+/L2dFzZkz594y+f5h7VbIPSvuTovF2wfGVFs3PdawHxT/7tY94uCJPtOUoqIirVbr7Oxsbm4+MjJSX19PJpOxRxC3tbXl5OQ8+eSTtbW1TU1Njz/+OCohOzIyEh0dXVpaqlKpIiIi2tradJRXJRJJWVkZlUrlcDg6IjLYerFSsfpGdBxWqVTl5eUKhSI8PBxeycrKUqvVERERTCYTLTZu1bdu3dJoNHFxcajQK51Or6qqMjExkcvlUqk0KioqJyfHysrKz88Pa1Ymk0E1HP0O1Gg0BQUFGo0mPDycSqVevHjR1dVVqVS6uLiw/7qxQke7lc/nt7a2BgcHczicvLw8iUQyY8YMkUjU3NwcGRnJ5/NRKVrUQkNDQ2dnp4ODAyoYK5fLUSPjSubebbwkEwksGlGp+XdOw5KIBAppCnGCQAAsFhhPFfbfAIEAxhP0wJkuIDjTj/3796elpWk0ms2bN4+MjKxbtw5BkLa2tq1btyII8txzz8HDZpcsWSIUCmUy2ezZsxEEgdqqIpHoxx9//Pjjj5VK5bp16zo6OtRq9eLFi5OSkjQazfLlyxEE+eqrrxQKhUwmO3v27ET1Igjy9ttvIwjy0ksvjWsES01NzYoVK9RqdV1d3TvvvIMgyEcffVRbWyuTyTZt2oQtqVP1ihUrVCrVRx991NzcnJqa+tNPPyEI8sYbb2i12o0bN968eZPH4z3zzDMIgnz33XfDw8NYsxKJBIqQ9ff3R0dH67i0du3asbExhULx6quvarXajIyM5cuX19TUwIMeUY4ePfr2229rNJpnn312dHS0q6tr9+7dWq12/vz5CIIMDQ1FREQgCNLV1fXjjz9iPcQaUSqV8+bN6+np0Wg027dvb2pqwhpRqVSPPfZYYWHh4cOHNRrNkiVLxsbG7vo7gSAIgmj/pf/dZS9o/7X/4Uxj8GnY6civv/46d+5cIpG4a9euixcvurm5AQAcHBygijoEHuAOAKDT6TB9Hisha2VlRaFQLC0t+/r69JVXIyMjZ8+e/dlnn8XFxU1UL/irxqy+ER1cXV1JJJKXl9e1a9cQBLl48aJYLK6srIROouhULRKJ1q5d++abbzo7Ox85coTFYkGh16Ghoddff/3q1atCoVClUmk0Gl9fX1NTU6zZ5ORkDw8PMplsbm6uk+MPjw0xMDCASp7l5eXm5uaOjo4+Pj7owBcFq91qY2MTFhaWmZkplUq1Wi2Hw4mIiCgvL29oaHjllVewHg4ODqIWKBTKxo0bz5w509ra+tRTT7m4uGCNkMlkKJm7Zs0aIpEIO+TIkSP79u07c+bMXX0xCP/S/+4OAuFf+x/ONAYPltMRFosFt/CMjo7CH3F4XWd1DZWwQRVf0SsTyaLCP2k0WmFh4cKFC+FhHePWO65ULNbIRLDZbAKBwOFwgoODw8LC1q9fr+MztmpjY+OvvvrqnXfeAQBghV4NDAzc3Nyam5uFQuGqVav279/v7e0NAMCaNTEx6ezshGaRv87LsVgs8X/3TPb19cH4NNERhti+OnfuXGVlZVxcHBQLBQC8+eabhw4dgsc26XiINZKYmJiSktLc3Ozk5KRvBOhJ5sbHxy9atGj27NmT9CQODs70AQ+W05E9e/bs2bOnrKwsPz9/+fLlJBIpPz//6NGj33zzDSphCgCIi4u7detWSkoKlBvFqqHm5eXx+fyysrIbN27oK6+ePn06IyODxWI99thjE9WrLxWrY0THZ61WW1dXd/z48U8//RQAsHPnzv3795eVlZWWlmKLYau+fft2W1ubUCgkk8lvvPHG+vXrUaFXqMayYMECEom0ZMmSwsJCW1tbHbPx8fFsNru4uDgjI4PH4xUVFaG1cLncp59++tq1a2lpaXFxcc7OzsnJyRUVFTweD+sMKk6LFciFIqKWlpbp6ekAAEdHx9HRUajRg5Wi1dGLIRAICQkJcJurjpFxJXMdHBxcXFxsbGz+1hcFBwfnnwLPs5y+YBVEJRIJk8nUF5GB2rAikcjQ0HDqe0YQBIEKluPegq13Eo1ZfeRyuY5IrL4I6uRVg78KvaL1arVa7CkWOj1jYGAgFApZLJbO4UcqlUqr1d7hPGE94AmIFAplotqxHmLBFtM3goOD80iDB0scHBwcHJw7gKeO4OA8YvT29paXlyuVSiqVSqVSSSRSbGzsuCXhzixnZ+f7Um9NTQ08xdPPz+/vH1EJT8K6X8Punp6eoaEhb2/vyspKeEQlAEAikVy6dGnx4sXGxsawWFlZWU5OzgsvvMBisQAAlZWVQ0ND8fHxw8PDbW1tgYGBU2wXgiBw3gImMrm5ubm5ueGnOv+7wYMlDs4jhkwmq6qqunDhwnPPPSeTyTo6Omg0mr+//9DQUFtbm6+vr9l/JdOuX7/OYDDmzZvX1tbm5eUlFApHRkYMDQ3d3Nxqa2s1Go27u3tbW5tIJHJzc2MymdXV1dbW1mZmZlVVVWw2283NraamRqvVBgYGUqnU8+fPt7e3E4nEOXPmLFq0qLq62srKysnJqbKyEubmjoyMmJmZjYyMyGSysbExCoWiVCqtra3hIVmmpqYcDqerq0sqlVpZWX3wwQfr16+Pjo6+L/GyuLj49u3bn3766Y8//vjaa68ZGhr29fXZ2tpevnw5ICAAplq5uLh88803np6eTU1NLi4unZ2dVVVVra2t8fHxjY2Nx44d27dvHwCAx+MNDg66ubkNDw/b2dl1dnbCc5vd3d01Gg2NRpNIJL29vTt27Ni8efPOnTvj4+N/+umnTz/9FEEQjUbj7e1dX19PpVKNjY3b29u9vLyoVGpVVZWdnR2FQunq6nJxcbGwsPj7Tcb5h8GDJQ7OI4azs/PKlSvz8/Ofe+65K1euFBQUHDp06LHHHktJSaHT6RYWFlu3boVHnKpUKoVCcfLkyd7eXhaLBQNYa2vrK6+8cvPmzY6OjsWLF587d87Z2ZnJZBoaGra1tcnl8tDQ0NraWg6HExgY+McffzAYjOeee27evHkajWbOnDmenp7ff/89j8dTKBTDw8Nz585NTk5ms9nOzs4dHR2JiYlwO5iNjU1ZWVlgYKBMJvPy8iouLlYqlf7+/g0NDSqVKjg4uL+/f2Rk5H6t6Wo0mpycnK+//rqsrIzP51+9epVOpzs6Omq12qqqqrNnz5qbm3t6eg4MDPj4+Ozdu/ett976/vvvQ0ND4TqURqOBh0iPjY0dO3ZsaGjI3d29pqYmIiKitrZWqVSamZmdO3fOwsLCw8OjoaGBTCb39/eLRCKYLgXPGy8uLu7v71+6dOnBgwcTEhJ6enoMDQ15PF53d3dfX59arba0tKypqdm2bRseLB9F8HmDR4BPPvnk559/Rv/k8/n3kHJw69YtuL0TUl1dPX/+fPhaoVDAF19//fX333//95zVZWho6IknnsBuQxWJRKtXry4pKbm/Fd1H0A5BEQgETz31VHV19UPxZxKIRGJQUJC/v39VVVVtbS2TyaRSqUqlsqWlhcfjqdVqlUolEonUajWfz5fJZEuWLDExMeHxeDKZTCgUdnd3GxsbJyQkdHd35+fna7VaBoPB5XI1Go1UKq2srBweHjYxMcF2iFAopNFo9fX1K1euhOdge3p6bt682dbWViwWK5VKmF26aNEiFou1fPnyoaGhW7duKZVKDocjFAo9PT2DgoIAALa2tr6+vvdx6tLBwWHu3LmWlpadnZ3Nzc1GRkYw/qlUKgcHh/j4+O7ubjc3t9DQULlcrlQqx8bG9JOgYHcpFIrBwUFbW9uff/7Zw8Ojv7//3Xff7e/v7+zshJJSVlZWdnZ2Li4uo6OjxcXFL774oqurq1QqFYvFvb29HA7nueeec3Jygk8Dubm5KpXKxMREKpUmJCQEBATcrybj/JPgwfIRYOnSpWLMSQtubm7W1tZ3a8TJyQm7duXn54dO1sGsBgDAkiVLRCLR33NWFzMzs+DgYKyOAYvFmjVrln5Amj6gHYLCZrNnzpwJf3ynAxQKxdzcnEgkGhgYmJiYGBsbe3h4hISEiEQiKysrBoPR29v72WefFRUVBQQE9Pf3a7VaFouFIMihQ4ckEom5ufnAwACDwTAwMOByuQYGBtbW1vPnz5fJZNAsnU4fHh4OCQkxNjbWarXwcG9DQ8PLly+fPn16zZo1cO5Ro9E89dRTVVVVX3/9NYVCGR4e/uOPP1gsFpfLZTAY5ubm8P8LFixQqVRUKtXV1RV6a2ZmxuVyb9++fb805ZlMppeXV2hoqIeHh6+vr5eXl0gkcnZ25nK5MPPqypUroaGhZmZmJiYmbm5uv/zyi0QiYbFYqLJHa2vrpk2bLl682NnZiSAIi8WKiIgAAKxYscLd3X3z5s1OTk7R0dEpKSk8Ho/D4dBotNLS0sDAwHfffRdqWvX19ZHJZNhkMpmsUCiIRGJ/f//8+fPlcrmJiYmdnZ2xsTG+O/oRBd8NOx1Rq9W1tbUDAwPz5s0DAJSWlqampiYmJhKJRJjw9+STT549exYAUF5eLhAI/Pz8uFwuem9mZiaJRDI1NR0cHAwNDS0pKeFwOD09PdbW1vD2nJwcIyOjnTt3njx5Mjk5eefOne+8887cuXObmprghgihUBgdHQ0AyM3NpVAoBgYGPj4++n52d3c3Nzfb29s7Ojq2tLQUFhZCfdegoCAYiSsrK+VyeWpq6sqVK7EWDhw44OnpSaVSzczMvLy8sA2h0+nXrl2LjIxsaWmxsLCA79bX1wuFQhsbG3t7+87OTh6PZ21tDd9CwZYRCAQtLS0ajSY0NFTfsStXrri4uCgUirGxMdjMwcFBPp/PZDIDAwPr6+tXr169bdu2GTNmYB9KvvvuO19fXzabbWFh4eDgAACYyBPsh4Ltojv25119QwQCAYfDkclkarWaQCAQiUQSidTX12dtbQ2zZXp7e0kkEpfLFQqFEokEQZDPP/982bJlERERxsbGfX19FAqFQqFotVqosmtsbNzT02NkZGRoaAhfQEEMmUxmY2NDIBCEQqFYLDY1NTUwMFCr1T09PWw229DQcGhoSKPRWFpa9vf3AwCoVKpGozEyMhKJRFAdgs1m9/b20ul0BoMBoyORSNRoNHK53Nzc/L4ED5lMJpfLjY2NBQIBHFMODQ1ZWVmJRKKysrIrV668++67cOxrYGCg1WoHBwdpNBqTydRqtcbGxgqFYmBgAEEQIyMjlUqFIAiJRPr111+VSuVHH32k0Wi6u7utra0pFEp3dzeNRmOxWLBLAQAcDodIJGq12t7eXjKZTKPRVCoV/GgGBwetrKxIJFJPT4+xsTEcRk8kjoEz3fmHZPVw7oYTJ05UV1fn5+d/9dVXCIKUlJQ8//zzCIIkJydDbdInnngCQZDr16///vvvCIJs2LABe/vZs2e/+eabkZGRxYsXIwjyww8/9PT05OTkfPLJJwiCrFu3bnBwUCKRREVFIQgCtV5hXmBNTU1CQoJUKt2yZQuPx0tOTi4vL0cQ5MyZM+P6+e6770JnJBIJVEBNT0+XyWTQ2x9//DErKwtBkGeffbampgZ74w8//LB161atVrtq1Sr9hnzyySfbt29H383Ly9u5cyesrqenZ+PGjQiCfPzxxyKRCDWILYMgyJYtW5RK5Y4dO3JycvQdy8zMXLx4MdrMoaEhqGdbVFT0888/a7VatEOw7Nq16+jRowiCfP755xUVFRN5otMWbBfdsT8fKBqNpr6+fnR09J+v+uEyMjLC5/O1d6m8qtVqy8rK+vv7H5BXOI8c+DTsdOSJJ57o7u6WSqV1dXXwChy7xMXF/fTTT2ixY8eOGRgYFBYWcjgc7HTWypUrCwsLpVIpmUwWCARubm5WVlZwqAfXXczMzJhMprm5OQCASCQSCAR0x7yfnx+DwbCysurr6wsKClq3bt0rr7wyc+bMcf18+eWXU1JSqFQqnICi0+nh4eF0Ol0ikQAAjhw5AsdtTk5O+veGh4cTCP83saHTEHNz84CAAPTdw4cPQyHZnTt3/vnnnwwGo7Cw0NHRsb29HbWGLQMA2LRpU1paGpVKbWxs1HeMy+W6u7ujzbx06ZK7uzsAYObMmb///juBQMB2CBZPT08AwOzZsw8fPjyRJzptwXYRtj+hNuyVK1cm/yZMHa1Wq9FokP9uV0EwM0bwTyKR6OnpqaMRgQVBkEkmReG7cJFPq9WOK3mIIIharUaLTRPYbLarq6v++BVBEOgnfIH8dY6NQCD4+vqiEzYIgtyX4+RwHl3wYDkd2bBhg4uLS3BwMPJfUVYIgiAcDgf9Eyqnh4WFbdq0CftbQCKRLC0tMzMzP/7444MHD2K33jGZTFRpFv11gPdWVVWBvwqldnR05OTkvPfee19++aW+k83NzXv37k1MTDQ1NYUTfeCv4rFEIlEqlQI94VYItqR+Q7DvcjgcuGQrkUjMzMwsLS3DwsJeeukl7CFZ2DIajQYuqjk7OyMTqNpim2liYjIyMgIAkEqlMEZCHyorK8f9dBAEMTc3Nzc3H9cTbFtaWlqwXdTY2Ij2J9SGxZ659ndAECQtLe277747e/asWCy+fPkyNn5fvnyZx+NVV1cLBIITJ07orxZLJJLa2trOzs4LFy5MVEVbW9uuXbv27duXnZ1dUlKSk5OjX6apqWn//v3Jycm1tbX3pV0PlKKiopMnT46NjbW0tBw+fBjOIaMoFIrt27fDLwYAYHBw8Ntvv53OC+04Dxo8dWQ6QiKROjo6YLZWV1cXmUyWSqX19fUZGRk7d+5saWlpa2tLS0vbsmXLwYMHlUplX1/fwoULsRbgdtOgoKAdO3Zs2bIFAJCamlpVVYUgyHPPPZeammpkZMTj8TIzM2NjY01MTFJSUkJCQn7//ffq6mo+n19YWNjb22tnZ1dfXz9jxozHH38cAJCQkPDLL7/A5ToAgEajUalUFRUVDAYjNTWVyWR2dHSkpqaamJg0NzfX1tZ+9913x48fj4iIqKmpodFo6CqdSCQqLCzs7Oy0t7fv6OjQacjs2bN13n3nnXd27NjBYrE6OjpWrFixdevWvLw8oVCI3RKMLbNkyRIikVhXVzc6OlpdXQ3tYB1LS0vDNvPzzz///PPPCwsLi4uL4XErM2fOvHz5ss6A2MDAoLOzk8Fg5ObmbtiwwcjIaFxPsG1xc3PDdpGJiUlbWxvsT7Qb7wsIgqSkpBgZGRUXFwsEAiKRKBKJrl27JhQKLSwsBAJBUVHRb7/99v777w8NDRUUFPD5fDKZHB8fn52dbWhoSCaT9+3b9+abbw4NDfX396empsK15IqKiuHh4ZiYGFdX15aWltzc3FWrVn333XerV6/WarXXrl0TCAT29vaBgYFpaWkUCsXU1LS6uhouap4/f35sbMzX19fKyiojI8PGxmb27NkwoWWaUFBQcPDgQX9//xs3bvz+++8BAQGlpaXDw8MLFy5sbW2trKzMzc0NCgpycnIaGxsTi8Xl5eUjIyNQ2TgqKio9PV2r1T722GPjah/i/PvAN/hMU6RSKZPJRDBZaFCmVb/kRFKl8F4dXVOIXC6nUqljY2MGBgZwLAXlYPQtaLValUoFRcMFAoFCoYAbI7Gm6HQ6MkG2HIIgCoVCq9WSSKQ7arRO1BD9d/UlZ/XL6HfgXdWuUCjGdVin6ql4gnYRAADbn/cRrVa7efPm8PBwCwuL48ePAwD8/Pyys7MDAwPb29uZTKaHh8e5c+c+/vjjw4cPv/XWWydOnJBKpc888wzUhV+7du2ZM2deeeWVpKQka2trBoNRWVkZHh5++/ZtLy8vQ0PDTz75JD09/bPPPpszZw6Px4uMjOzr66upqYmLi0tLS5s7d25GRsbY2NjixYtramrMzMxcXV3PnDkTHx/f1NRkYmLS09MjEAi+//57eHTMNOHgwYNnzpxZtGhRW1tbc3PzY489lpeX5+HhIZfLGxsb4+Lirl+/7uvr6+npCXUJiouLAwMDCwoKJBJJbGxsfn6+p6fna6+9Bufwcf714NOw0xQmkwn+Ox8IGTdSAr2zn1DgvePmsdHpdCKRyGKx0JU5/UgJLZBIJPSXvaGhQSdSQlM6fupYoNPpTCZzKmrmkz+hY9+daOENW0a/A++q9okc1ql6Kp6gXaTTn/edoaGhyspKGxsbEokkEok4HI6Pjw+RSEQQhMvlcjgcExMTrVZLpVJ7e3tXr17d3d1NJBKhHIGpqamJiYlKpRoZGZkxY4a5ufnIyIidnV1ISAi6VsdisWbPnv3NN9/ALBQAQGBgIJlM7u3tZTAY4eHhUEMO7oYwMzOLjIxUq9X9/f1GRkazZs2aZLn0oYAgyIwZM7KysjgcDoPBGBkZsba29vX17evrg/uoKRQKkUgUCARwAxcAYHBw0MDAICwszM/Pb9asWXw+f3R09GG3A+cfAg+WOFNl1qxZD9sFnPEhEAju7u5lZWWDg4Nr16719fWFs+sXLlzQaDReXl6Ojo5eXl4NDQ1wstHIyKigoIDBYJBIJDc3N1tbW1dX187OzpCQkNWrV6elpRkbGycmJnp7e1taWrq6ugIATE1NExIS5s6d6+zsbGNj4+TkpNVqL1y4EBkZ+cILL9jb25PJZC8vLz8/P09PTzg3a2pqGhgY+PzzzxsZGZmamk63lAl7e/vZs2cnJiYmJCQEBwcvWLCAQqFkZ2e/+uqriYmJf/zxh4+PT3R0dFNTExTzCwgIePrpp2HiJpfLlclk7u7upqamD7sdOP8Q+DQsDs6/AZlMplQqaTQanU6HyZdff/11Z2dnYmLiihUrKBSKQqGAG4wJBIJKpYKDfplMBiUI4Lvw4tjYGJlMplKpKpWKTCZrNBo6nQ7FgOD0hlKpHBkZ+eyzzz744ANLS0sol4ogCIPBUCqVcACtUqloNBp0SSKRkEikcc+Ye4igu3VIJJJCoYCdoFarYaqlXC6HawfQeQqFotFoGAzG2NgYAMDQ0BB9Ma0ahfMAeXBZKTj3TG5u7tWrV0Ui0Ysvvnjz5s3JC3/00UfYpMC9e/d+/vnnU6lFLpfDF4cPH+bz+QiCiESigwcP5ubmfvjhhxPd1dTUFBcXh80s1GdgYGD37t1T8WFceDxedHS0VCqdqMC2bdv27Nlzz/aRu+klfdB+g34qFIo73nLr1q2lS5feW3X3TG9vb1NTk37C6H1BrVZ3dHTA/H0cnP8F8GnY6YiDg4O7u7uRkVF0dLRcLp+8cHx8PDYp8PHHH0eTQybnxIkT8EVgYCDMJ7t48aKXl1dERAQqG6uPi4sL1KeexDKLxfo7SRFubm4ODg6TVLFixQqBQHDP9sHd9JI+aL9BP5EpzM3MmTPn759pdbdYWlq6uLg8oHpJJJKdnR2ZjG+nx/lfAf+uT0eqqqpQ4VYAwMDAQGVlJYxAN27csLCw8Pf3h291dnZ2d3drNBooqdXS0oLdqgMP24uIiBgYGMjOzl64cGFZWZmHh4etre2uXbvKy8ttbW2jo6N5PB4Mlvn5+cPDw2NjYwKBQKVSUSiUysrKkZERFxcXmEqYm5tLo9F0woNGo0lPT0cQJCEhobS0VCKRGBkZocGMz+e3trYGBwdjM0SFQmFSUlJUVFRHR0dAQMD169cjIiJIJFJWVtaSJUuwi1s6DqCoVKry8nKFQhEeHg4AGB0dbWlpGRsbg1kcVVVVUPA6JiZGLpffvn2bQqHExMQAAPR7CdLW1ga7qLy83MfHR6vV1tTUhIWFQe1QtCfb29v3799vaWnp7e0Nc0sEAkFtba2bmxv0sKysTCaTubq6wvRWmUxWWFhoZWWF/bzkcnlwcPB0W8PDwcGZBHxkOR0xNzc/c+YM+ieXy4UHDwEAcnJybG1t0bdsbGzOnz8vl8tramp+/fXXqKgooVAI39qyZYu5uXlUVNTWrVvt7OzOnz9fVFQUHx//9ttvE4nEuXPnurq6zps3j06n9/T0VFVVGRsb+/j4BAYGLliw4MqVK1KpNC0trbCwMDY29ptvvgEAvPXWW05OToGBgU1NTVhv4dLOhQsXCARCe3s7i8Xy9vb+4YcfAADd3d3Xrl2bN2/eM888g73FxMSksbHx0qVLw8PDarW6q6urvLzcysoqJSVlYGAALabjAJbGxkZ/f39jY+N3330XAPDtt996eHg0NTX98ccfIpEoPT09NDQUJua/9NJLs2fPNjY2PnLkiH4voaBdFBcXt2bNmu7u7pCQkM2bN+v0pKenp4ODQ2JiIpqFmZ+fHxsb+/bbb0M3yGRyZGTknj17enp6pFLpunXroqKioMgqAODnn38ODw+nUCjYZuLg4Ex/8GA5HcEOKwEABALhjTfeuHLlikajiY+Px27AIxKJcOhz6NChxMREAICLiwt86+LFi2KxuLKy0sTEhEQisdns4OBgIpEIMwFIJBKRSISJJeiYD4pxk0gkeLL8kSNHWCxWYWGhk5NTY2Mjn8+3trYmk8l2dnY6DkdHR3d1dSmVSiMjoxkzZsB0EQCAjY1NWFhYZmYmPLYJe4u5ubmLi8vSpUvZbDYc1xKJRJ29hVgHcnJy9u3bt2/fvra2NgCAq6srPErw2rVrCIJs3rw5MzOTSCRWVVWxWKyioqJFixZxuVwej9fb21tZWalQKCQSiX4voeh0UWhoKIfDgSEN25P6YniRkZForx49ehQO+kNCQs6cOZOcnOzh4UEmk83NzWHiBJvNnjNnTkVFBdRVx8HBeVTAg+WjgZGRkbm5+e+//z5R/oaJiQnUdUPnSDkcTnBwcFhY2Pr16+EVHS06AEBPT88kQxwLCwsnJ6ewsLCNGzeamZkNDQ3B6+Ou0j355JOHDh2CerMo586dq6ysjIuLYzAYnZ2d+o3COgYA0FmJxDrg5ua2aNGiRYsW6Rycy2azCQTCs88+GxMT4+npiSBIeXn5N998c+rUqePHj5NIJAaDERYWFh4e/txzz+n3kg7QE6wYnn5Pwq4rKyvT71UajaZWqwEAvb29bDbbxMQEbTWsMSIiIiMjQ6FQXL16dRI3cHBwpht4sJyOJCcn19XVtbW15eTkpKenw2MU161b19LSoiMY1tLS0tzcnJ6evnnz5pKSkurq6oyMjNLS0o6Ojp07d+7fv7+srKy0tLSlpaWpqSkpKamsrKy1tTU/P9/FxYXH45WUlDAYjJycnIyMDKFQWFhYmJqa2tTUBAtv2bIFKrxcv36dzWa/+eabV69eLS4ubm1tvXjxoo7PTz31VEpKCjwCrLCwkM/n19bWajQaoVBYXFxsaWmJPXpaKBQWFBQkJyfD6Dhz5syampq8vLzR0dGLFy/CRuk4wOVyXVxcXFxcYPaCVqutq6s7fvz4p59+ClWKGhoaOjs7e3t729ra9u7d29LSsmjRIhcXl+XLl587d66wsLC1tVW/l7A9iXZRS0tLfn5+WlpaV1dXQ0MDticBALGxsadOnVKr1fq9um/fvsOHDxcWFg4MDKxevTo+Pp7NZhcXF2dkZPB4vKKioh9++KGkpMTV1TU0NDQnJwdO8+Lg4Ex/8DzLRwOFQtHS0mJsbDz5sc8SiQSmgkEtFTCxHhv47zkSd9zQiFVug/l5MpmMTqfr63yOK60HUxcoFAoyqfIcVJrVarUww28iB7DI5XIajYbahC1FaxGLxejIFWY4oGb1e2kqYHtyIjG8cR2GNwqFQhaLRSAQxsbG8K09ODiPHHiwfARobm4+efJkTEzMnDlzHrYvODg4OP+L4MESBwcHBwfnDuBrljg4ODg4OHcAD5Y4ODg4ODh3AA+W046qqqonn3zyiy++UCgUKSkpMTExf/zxBwAgOzv7mWeegbtGr127BgtDMWixWLxmzZpbt25h7WzZskWj0dwXlzIzM1etWnW3d0GvsJtgHy7Nzc3x8fFisfhhO4KDg/PogQfLaYe/v39YWBiVSqXRaImJiQiCQBGAOXPmrFmzxtfXFyrHAgCam5sLCgoAAOOqyOpoxv4dYmNjxz0Xc3KmqG37jzEVVVscHBycccG1Yacjq1atWrp06fvvv69QKDw9Pc+ePTtr1qzy8vKQkBDwX+XY4eHhjz/+OCAgwMDAAF5XKpX5+fkUCiUkJATVjC0tLRUIBG5ubo2NjXPmzNFJI8Eqr+rIqwIAioqK4El+UGqgo6Ojrq5u9uzZOkb4fP7AwICFhYWrq6tGoykoKNBoNOHh4WiqxtjY2LVr17Dqr/X19dCrpqam6Ojo1tbWtra2hIQEqVR69erViIiIzs5OOp0O26XDwMBAVVWViYkJVH+NiorKycmxsrLy9vZGq5ZKpaj2bGRkJIFA0FG1zc3NpVKpJBIpKCgItazRaGpra3t6eubNm0cikS5evOjq6qpUKl1cXNhsNioPC8WJIDpar2iZnp6evLw8eBqir68vFFIYVyYXBwfnkQAfWU5H4HkOzc3NxcXF27dv//PPPwEAAoEAqtBB5VgOhxMaGhoaGhocHAzvysjICAsL279/v0gkQjVjfX19P/roI6VS6ezsvG3bNmwtOsqrWHlVAMD3338/OjoaGhq6c+dOAEB7e/vY2JiTk5OOkZKSktOnT0dGRv70009arfb1118PDAwMDw9fv349GpkMDQ111F9RrxwcHFauXMnlciUSyenTpw0NDbu7u3/88ceIiAjYEP3O4XK5SUlJo6OjFhYWx48fZzKZNTU1NjY22KqNjY1R7VmhUKijapuamkoikWbOnFldXY21fP78eYVC4e7uvm7dOgAAm83+7LPPGAxGY2MjVh4WewtW6xVbxtHR8ffffx8ZGYmLi1u3bl1HR8dEMrk4ODiPBHiwnKY8+eST586dU6vVHA7Hy8srLy8PfQtVjoVSrmhW/qxZs4hEItTsRjVjmUwml8v19PS0tLTs6enBVoFVXh0cHMTKqwIAfv3117lz5xKJxF27dgEATExMvL299Y0cPnw4Pj4eAPDtt9+2trYODAwYGBhQqVQikVheXo4W01F/xXpFp9M5HA5qmcvlzpgxA22Ifs8QCITXX3/96tWrQqFQpVJpNBpfX1+BQKBTNao9q9VqdVRtg4KC3n333RdeeEFn5Lpy5cqRkZHu7m4oP2tubu7o6Ojj4xMeHo6Vh8XegtV6xZYhk8lQUJ5AIMybN+/UqVM6MrlHjhzZt28fVi4fBwdnOoMHy2nKqlWrTpw4QafTAQBPPvnkhx9+iJ0whIwrUgr+q1OKMtF1rPKqgYEBVl61u7ubxWLJZDIAwOjo6CRGOBwOHP9BMSB0+0xfXx82ruirv6JX9C1PVBeKm5tbc3OzUChctWrV/v37vb29WSyWftVQKIfJZOqo2sLTuL744otPP/0Ua3bDhg22traRkZEajQZKyKJSO/pCuxCs1utEZbq7u7lcro5Mbnx8/KJFi9AZbxwcnGkOHiynKfb29ra2tnDos3TpUhMTEzT2QOXYwcHB8PDwpKQkgUAwNjYG9V35fH59fX1KSgqqGVtQUMDn88vKypKSktra2lpaWtAqsMqrcECGyqsODg7u2bNnz549ZWVl+fn5kxjZvHlzWlpaaWnp1atXra2tn3766WvXrqWlpcXFxZmbm6Patjrqr1iDra2tfD4/JSWlrKyso6NDpyEAgIULF9bV1en0z4IFC0gk0pIlSwoLC21tbblcLrZqU1NTVHuWwWDoqNqWlZUdO3ZsdHR09erVWJtEIrGjoyMlJcXCwqKxsTE5ObmiooLH4wEAdORhUbBar/plsrKyiouLBQLBc889pyOT6+Dg4OLiYmNjc5++Lzg4OA8WXMFn+oIVI51I4nVykdKpgBUy1ZFXnaReHXSEWLVarb5Xk6i/To5MJuvt7XV2dsZeRJ3ECtJOVDX4q6otmUxGEEShUEBNdixSqZTJZE4kY6vfGwiC6Gi9omVWrlwJ9dbRW6Yok4uDgzMNwUeW0xfs7/JEEetvRkoAAFbyG9aC/R2fSqQEmOlKAACFQhnXKxKJBM+5vKtICQAoKSnRiZRYJ7E5LRNVDd8ik8lGRkYUCoVAIBCJRP1ICQCAO10nimT6vUEgEHRU0WEZHo83NDSUnJyMvYVMJkP1eTxS4uA8cuAjSxwcHBwcnDuAjyxxcKYply5dio2NvXjx4qVLl7788stTp0719vb+9NNPd7zxo48+OnXq1O+//67/lkAg2LNnz+OPP3779u2MjIznn38eALBjx45Dhw7d0SyUi5pimSm6Ognnz5//6aefkpOT4Z83b96E3t4Dcrl8eHgYblh7EIyMjAwPD0ul0gdkH2c6gAdLHJxpyvLlyzs6OlasWLF8+fKPP/4YpgPpb4rWQaPRDA0NKZXKxYsX67/LZrMTEhJUKtXs2bPj4uLUajUAYPHixeOmtOowlUSXU6dOwRdTcXVy0tPTX3311fnz58M/586dC729B5KTk8PDw2G+8n1hYGAA3YU+NDT02GOPffDBBy+99NIzzzyDz9X9W8GD5aPH5A/427Zt0xklfPLJJz///PM9V7djx469e/dir3z88cdT8eQfpqCg4Pjx45988snd3tjf33/gwAH96zr9xufzo6Ojp6iWd/v27Rs3btytJxNRU1MjlUojIiJqa2thJg8AoLS0tLCwsKioqLa2Vqf8smXLoqOj0aOtGxoaplKLWCw+ffp0X18fj8c7ffo0vJKTk5OXl9fT0/PFF1/k5OTcvn1bIBCcOnWqp6cHSi2OjIyUlJTADcB1dXUHDhy4fv16f38/1tXi4uLbt2/D3J4rV67U1NQUFRXl5ubqONDY2Jifn9/e3g4AKCsra25uvnXrlo7OYlNTU2pqKvwU+vv78/LyYFpwXl5eWlpabW3tjRs3Ojo6ioqKcnJy0LuWL1/u7e395JNPolcqKyvPnj3b2NgIAIB6T1VVVV1dXdevX4dZQ62trZcvX4bPEPn5+Q0NDWNjY0lJSVKptLOz89ixYz/88MP169e7urrMzMyio6Pfeeed06dP29jYFBUVyWSyS5cuXb9+XalUAgBqa2uTk5OlUmlmZiafzwcADA4OXrx4MSsrC6pkwE/z6tWrcrlcqVQmJSXV1NR0dnbeuHEDWsCZDuDB8tHj5MmTk7y7dOlSnVHC0qVL/456+PLly9HkSAhUIQAAjDvR97A4cuTIE0888dlnn93tjcbGxuPq6un0m5ubm62t7RTHDY6Oji4uLnfriT4qlery5ctbt25VqVT29vbe3t7wSeiHH35AEKSlpWV0dNTa2hp7C5FI7O7uJhKJb731lkajEYvFv/zyy1TqMjIyamhoaGxsdHJyOnz4MADg0KFDERERjo6OUJXQ29s7MjKSzWaXlZWhv/u7du2aMWPG5cuXKyoqvLy87O3tExMTLSwsUFe//PJLKGz07rvvKpVKY2PjrVu3+vv7X7hwAStwkZGRUVZWNmvWrNOnT/N4vBkzZpiZmenkoTY0NNBoNIVC8ccffwwODu7evTsiImJwcPDEiRO2trY//fSTi4vLvn37rKys+vr6sKqE+hw/fpzD4Xz44YdVVVUIgly7dq2xsVGj0Xz//fcajSYvL2/z5s1SqfTJJ5+USCRSqfSzzz7TarUXLlwoKSnRarUajUar1arVavThSSqV1tXVFRUVOTo6VlRUdHR0CASCF198EQCg0Wh+//33BQsWdHd33759GwCwZs0aKpWamZl57NgxAMDu3btPnTollUrffPNNBEHUavWCBQt27tzZ2tra1dU1lc8O5x8AD5bTkYsXL9bW1hYUFIyNjanV6qqqqrS0NARBtFrt9u3bb926lZGRAQCQSqU3btxAn6A7Oztzc3P7+/v1DSqVyvLycjhxlJeXd+PGDaFQ2NDQkJaWhv5r7+/vv3nzZnl5eVZWVmpqqkQiSUtLQ1MqKysrMzMzYS3wH3BycvLx48evX78Ol4LKy8szMjL6+vqw9XZ2dubn59+8eXNwcPDUqVONjY1ZWVnNzc3wXR6Pl5qaigakxsbGvLw8qJ6DbRrMIi0oKOjo6MAaHxwczMvLg41qb2+HeaWobvvAwMCNGzdKSko0Gk1aWlpjY2N3d3d2djZsUVNT07lz5wYGBioqKurq6uDTALar9fsNy+SNValUNTU1QqEQAJCSkpKXl5ednQ07bdwbJ4FCoSxbtmzDhg1wAy2TyYQ6FVKp1MTEhEqlKhQKNpuNvUWlUq1du9bBwYFOp9+8edPIyOi7776bYnVQBJhCoUBhxaCgoMjIyKNHj86cOZNEIhGJRDjO43K5Li4uzz77LABg06ZNqampDAaDx+MRCAQCgQDl+1FXL1++7ODgQCAQTExMbt++zeVyPTw86HS6hYUF9rv6448/hoeHw0qPHTsGTekMK62srOzs7CwsLHp7ey9cuODp6QkAiIyM/PHHH+3t7UkkEoIgtra2OTk5BgYGk08CL1my5NKlSxqNJjU11cDAYNu2bVVVVf39/U8//bS9vf3PP/+8b9++p59+evny5WlpaVFRUQiCsFgsf39/BEEcHBxmz57t5+e3dOlSe3t7aHDPnj2///773r17LSws/Pz8ZDJZTk5OYWEhAMDf39/Hx2fVqlWrV69es2YNAMDPzy8pKcnY2PjVV18FAPz666+GhoZ1dXVlZWVarXbJkiUajWbfvn2vvPKK/j5wnIcFHiynI0wm8+uvvyaRSG1tbWfPngUAmJqafvrpp0QiEYrsxMTEIAjy2muvxcTEKJXKa9euVVZWnjx5MjIyclyJuLq6usDAQJFI9P3333t6eu7cudPExKS/v18ul6O/R+bm5n/++adcLqfT6WlpaQYGBiUlJVZWVgCA3NxcNze3/Pz8yspKa2vrM2fOaDSa+fPnm5iYJCYmMhiM5OTk6urquLi4r7/+Glvv0aNHZ82apVQqKRRKTU3N7du3Y2JiDhw4UFRU1N7enp6eHhsbC39zi4qKrly5EhER8f333+s07YcffggPD/fy8qqpqUEtj4yMfP311xEREWQyed++fQ4ODhYWFvPmzUPHE1wuF4YoEolUU1NjaWm5d+/eOXPmbNmyRSQSOTg4HD16FCrWenl5wWlYbFfr9xta9R0bK5FITE1NL1y4oFKpWltbw8LCdu/eTSaTJ7rxjsTExKBzqpBZs2bx+XwLC4tFixbBK2iAP3HiBIzuMpkMfrhTX0VDE29gpDc1Nc3Pz/fy8jp8+DA0VVlZCQvAhBkEQZ566qm5c+c6ODhA4ScY1NFiWEZHR6GwxrgKTSYmJiMjI7AY1EScxD2tVouWF4vFMLQvWbLks88++/zzz69cuTLJITkHDhzo6+vbu3fvd99998EHH0AfzMzMBALBhQsXli1bBgDgcDitra0AgObmZlNTUzTVB43uZDJZq9Vqtdrjx4/DK1u2bPn6668DAwMBAO+8805MTMyPP/7o5eWF1gsfBaDzLBbr4MGD8+bN+/DDDwEAFhYWTz311BtvvLF7926YXBQSEnIP5/zgPFDwz2M6wuVynZ2dZ86c6evr+8QTT/T29kokEqhigz7g83g8uMuASCSOjIz89NNPCxYsAACM+yjq6elJIBDmzJnz22+/mZqaBgUF1dXVaTSaJUuWoGUIBMKrr7567do1lUo1PDys1WrDw8NhMqKvry+TybSwsOjp6SGRSPAnj0gkosOIo0ePGhoaFhYWcrlc7EImnU6PiYnp7e01MTGBIrcAgOXLl//6668ODg5+fn65ublwZHnkyBE4u/vdd9/pNC00NDQyMnL37t1RUVGo5YsXL7q5uQEA/P39YZBDnUGbs379+kuXLikUitDQUGNj47Vr16amptJotK6uLgqFQqFQ/Pz8XnzxRQaDAUOsTlfr9BtqeSqNhfq9BALh6aef/vTTT9944w1LS8uJbpyIK1euCIVCKDkLr+Tn5/N4vNbWVo1Gc+rUqWPHjsEp1hs3bmzfvh2WWbhwYVdXV11dHYFAmDt3rkgkwu70EQgEf/75Z3t7++3bt/Pz8xsbGxsbG2/cuFFaWgq7Ojc3Nzs7e3R09ObNm6dPn87OzoaTqJ6enuXl5f39/SMjI+gCG/zdr6mpkUgkxcXFCoVixowZf/75J5FIRF3dsWPH0aNHb9++7ejoGBwcnJaWVlVVxePxSktLb968iTq2devWtLS04uLi6urq1157raCgoKGhAS6LQvLy8pqamurr66Fi1Lx584RCYVFR0cmTJ+FJAMuXL+/v77ewsJDJZDrDylOnTlVUVLz00ksvvfTSmTNnLC0t2Wz2xo0bd+/enZaWBmtZunRpW1sbfCh5//33v/rqq8cff3x0dDQ6OppKpRoaGr7++us3btzYvXu3RqMJCQm5ffv2Cy+8YGpqOjg4mJKSAidUIcuXL//hhx9ee+21gYGB999//+TJkxcvXvziiy9gGY1Gc+jQodWrV3/zzTfR0dHwO79x48aPP/746NGjUql07dq1lZWVa9euHffBF+ehgeBMP0pKSnbt2gVfv/766zweb2xsbMWKFV1dXUVFRTt27Kitre3u7l62bBksMzo6+uGHHyYlJSEIkp+fv2PHDh1rX375JYIgarV67ty5CIK0tLS8/vrrt27d0q968eLF6enpBw4cOHDggFQqRRCkoaHhvffeQxDk119/vXbtGoIgTz/9NBSjWbp0KYIgZWVlb731VllZGYIgUqlUpVKh1oqKipRK5ccff3z79u1du3bl5OQgCHL27NkPP/zw9OnThw8fRhAkISGhq6vro48+ysjIgBZ6enqwTSsqKkIQJCkp6auvvkItnz9//uuvv0YQRKlUhoWFYb3Csnr16rNnz2o0mqampldeeQVBkE2bNhUVFQkEgieeeAItBl/rdLV+v8EqptLYpqamjz76CEGQ9PT0Dz74AEGQ3NzciW68B+CQCEGQ48ePw37DIhaLeTzevVlWKpVKpVIkEkE5JIlEAitCEEStVms0Gv1bJBIJgiBoMblcrlNAo9HAMndEJBLdlbdisRj7J/RhXCf10fkIsrOzT58+jb2i83XSNztJRXBdc5J3lUol2mPj+oMz3cBHltMReHgWnAgiEoltbW1w8am9vd3Dw6O6urq1tdXa2vqxxx67fPlyXl5eV1fX5s2b8/Ly4FTn7du34QwVilwur6+v//nnn+H4w8nJSSQSofNCWGbPnm1kZPTkk09WV1fDYWVKSkptbS2fz8/Ly8vKyoLDhaysLAAAh8NJTU21tLTcsmXLxYsXS0pKbt68SSb//0NSf/jhh9LSUl9fX39/fwBAUVFRTU1Nfn7+O++8gyDI8PBwfn6+mZlZQUHBpk2brl27VlZWlpqaamVlhW3a6dOns7KyOBxObGwsann58uVKpbKwsPDw4cN79uxpa2trbW1F8xZQ1q5d29zcTCQSodheRUUFnU5PTU1tb29vamq6dOkSAKCgoIDH4/H5fJ2u1um3lpaW1tbW1NTUqTQ2JSWlpqamu7v73XffjY+PP3jwYEdHh86NCxYswKrs3hVOTk5wSWx0dBRO/WExNDSEw+57AI65jYyMyGQygUBgMpnoJCSc1dC/RUf2SF9EiUgkTr7dBkVHDumOYPWnUB+mOIGJfnYIgqxcufKnn35asWIFtoDO2en6ZiepSH/BVeddqCQ1rj840xNcwecRQEewFD6Qwn/JCoWCRCKh/8wkEgmNRpPL5To/IgAAmUwGgx9clbxx48a8efP060LG01ydBKVSiT3kWadeBCOd+t1334WHhwcGBqIKcCqVCp4yhlaKtYA2DUEQuVxOo9H0/dGvUR9sQ2AnIBNLs+prw6L9dseqET2d2HFBbxQKhRKJ5O9oqU/SEJy7oqWlxcLCYorijjj/m+DB8n+OL7/8MiwsLDg4eKJtFA8CoVC4YcMGV1dXncOT/5fJzc2NjIx82F7g4OBMCTxY4uDg4ODg3AF8zRIHZ5qyY8eOXbt2TfTurl27Jnl3ivz6668wsRXdndvY2Dh79uyJhIrQYunp6U888cQd7etbu337NjymVIepSNWg3k6EWCx+4YUX9LWBAABCoXD16tUlJSV3rOV+MVGLsJ5M1KItW7bgw5jpBh4scXCmKfraSVN/d4rMmDGDw+EAjBiTh4eHtbX1RL/UaLH4+HiNRnNH+/rWHB0d9TcfNTQ0FBcXT93biTAyMpo9ezYqTIHFxMRk1qxZ/5hA4yQtwnoyUYvi4+Px1ejpBh4sH2Gam5vj4+P1pezQXwQ+nw9T++9vvaj9wcHBPXv2TF5YLBavWbMmPT3979R45MgRqKKJ/bHbsmXLVH6vp87vv/9+9uzZSc7KEAgEzzzzDDb5DwAwOjoK8/wm555/pquqqtDe6+7uTk9Px4ozCIXC06dPNzQ0ZGVlQf05KHhUWFgIN/RCGhoabt68CaVT8/Pze3p6bty40d3dzefzx8bG6uvrodJpZ2cnLD88PHzz5s3e3l6sJ8nJyUePHr1+/Tp6vEZbW1tycjJsmkwmu3HjBpRz0wFrraamBmrGdnZ2FhQUZGRk9Pb2fvrpp3l5eRUVFQAAtVqdk5OTk5Oj0WiEQuGpU6e6urpyc3Plcjn0FhrMzMysrq6GPVBWVpafnz9JH1ZXVxcUFKBuDw0N5eXlQT1bAIBGo8nIyCgsLFSr1YWFhdevXwcAXLt2raioCOrltre3Z2dn19fXCwSCmzdvQvFYAEBFRQX0v6Wl5cSJE4ODg2lpab29vcPDw9gWTeQJtkVCoTArK6u6uvratWvt7e1oFTjTBzxYPsK4uLg4Ojrqz5idOHECvnBzc4PSKve3XtQ+i8UKCwubvLCRkVF0dPS4D/tTJzAwkMvlYqsGAMTHx+ts7v+bXL9+/cknn3z55ZcnKsBmsyMiInTCnoGBQURExB2NYz2fOrm5uS4uLqWlpSUlJX19fTt27IiPj7969SoqmGdiYlJXV5eZmRkTE/PLL7/k5ORAwSNvb2+oMA5xdnb+4osvXFxcqqure3p6zMzMoDxTR0dHXV2dp6cn1HS1s7OD5UtKSmJiYjZu3Ih1Zv78+aampomJiTAPpLW1VaVScTgcKG/0yiuvREdHIwhy4cIFnVZgrUFtIwDA0aNHw8PD1Wo1lUoNCQkJCwsLCAgAALz11lshISHBwcHr1q0zMTGpra2F4uYIgkBvxWLx5s2bY2JisrKyurq6vv32W19f35KSknFndwEAhw8f7uvrCw8Ph4k6IyMj27dvj4iIoFKpUAhw7dq1gYGBNBrt3LlzPj4+u3fvBgBYWFicPHnSyMiopaXl8OHDs2fP/vrrr/Pz82NjY2FDUlJSysrK4uLivvrqK3t7+5MnT1ZUVMTFxW3cuJHD4WBbNJEndDodtkitVm/atCkmJuabb76ZNWuWra0tFMm6hy8MzoMDz+yZjmg0mtra2p6ennnz5pFIpKtXr9rZ2REIhP7+/oSEBFgmNzeXRqPpB8L6+vr9+/dbWlp6e3s7OTkBAAQCQW1trZubG9SxrKysHBkZcXFxQWUtAQADAwOVlZVGRkbh4eE3btywsLDw9/fPyspSq9URERE9PT3FxcUJCQmtra0GBgaofYFAgM4E8vn8gYEBCwsLV1fX0dHRlpaWsbExHSFsFKFQmJycHBgYODAwwOVyvb29YasLCgo0Gk14eDiVSq2qqpLL5VKpNDw8nMfjcbncnp4etGoymdzd3a3RaEgkUnNz88DAAJvN9vT0bGtry87OXrhwYVlZmYeHh729fWdnZ3d3t1wuDw4O1snrwN5YVlbW19eXkpKSmJiILTMyMlJfX08mk9HHAoFAUPL/2rvvuCiuvX/gs0uRLl0pERRU4BFEkWJAKQLWa0n0mmi8kpjk2qK50cQYjHkSlcRCEguJLZZEbNdYQZoUld47SO8oCtJh2fb747yeeeY3u+xgribo83n/4Qt3Z875zpmB787szPdkZmppaZHapLm5uXQVNHrENDQ0nj59mpOTo6+v7+DgcODAgZycHHNz89mzZyuIR9akSZM0NTVJNdSsrCxNTc20tDRzc/Pa2lpSJIiiKENDQzKAS5Ys+fnnn9977z13d3c/P7+tW7fS7aiqqv7973+/f//++PHjo6Ojp06d+tZbb/H5fHINkFnTlXBzc1NWVmZ9LGDWbKIoSl9ff/z48eQ06MGDB48ePcrJySHjw9oKZmt02Jqamp6enitXrvT39ydPEPF4vIqKiidPnpCiss3NzbW1tcbGxlZWVr6+vhRFkWgjIiJsbW15PN5HH31EUdSWLVtiYmJUVFSKi4tZ+444fvw4qdFqbW1NMWo/2dvbr1q1atWqVY2Njfr6+vr6+uSJVdI7KZNLAjYyMiJDNG3aNCUlJaFQSFHU6dOnly1blpaWZmJiIhAIdHR0nJyc6M2kt0hBJPQWicViUuVOSUlJT0+PzMVGUdSpU6e6urrMzMyWLl06+DECfxKcWQ5HV65cEQgEEyZM2LhxI0VRo0eP3rp167hx48hD8RRFffTRR2PHjnV0dKSn+KHZ2NhYWFjMmTOHZEqKosjH4Y8//pj6n3IH3t7erCuHRkZGqamp5F6D4uJiExOTwMBAUufsyy+/tLS0PHfuXGVlZX5+PrN9Ozu7I0eOUBSVmZl54cIFd3f3Y8eOSSSS/fv3T5w4saKi4vLly3I3UFdXt6KiIjIy0tPT8/r162SiwXXr1jk6Orq5uW3atKmjoyM2NtbFxaW2tlZNTa2pqYnVtZmZ2ZUrV/r7+xMTE2NiYqZPn56fnx8REfHaa69duXIlPT191qxZZJOPHz/u5uamoqLS0tLCjIG14pQpU/T19enPIsTTp0+/+uord3f30aNH05N/1dTUkGpnt27doihq0qRJ5Motc8S6uro++ugjLy+v7Ozs0tJSX19fa2tr8mDrYPHIxayGOmrUqFGjRrm6uq5atYrkaZaHDx8aGhqShOrl5cWsZ0tR1FtvvXXu3LmRI0eKxeLi4mL68CDIn3W6ZDzpV/aiBXMxZmwGBgaampqurq4zZ85ctmyZ3K1gtTZjxgxSYT8hIYE8CJudna2jo0NP7NXT00M+TLA+UhgYGJDStRRFdXR0BAQE+Pj4jB8/XiqVyr16qaKiQr6qIJ8s9fT0SMkOsVisqqqqra1NfyYgXZNo6S6YW8rckFGjRllZWbm6um7dupWkOua79BYpiITZvrOzc3R09K5du5gPE8+aNWvBggVDuW4BfwIky+HozTffbGtra2xsJNnL2NjY2tpaW1t79OjRTU1Nra2t5eXlpqamysrK9HUzmuxZgru7O5/PJx+HT506paOjk5aWNnbs2MePHzPX2rhx49WrVyUSyaRJk4yMjEhJ0ry8PF1dXWVlZTU1NTs7u/fee4/ZvpqaGrki98svv5DKrvv37+fz+Vu2bImPj+fz+cwrgSz6+vrkfGjp0qVHjhwhJ3mampqqqqp8Pr+ysjI9PX3BggXk6qvsCRD96ZtMI0VRlI+PT0hICPls7uTkRG+ynp7ezJkzc3NzLS0tmQGwVpQ7zQV9FmJhYUE+plAURSrc+vv7kw8KampqpKAoc8QiIyNtbW35fP57771nZ2fHnLJjsHhkRUZGFhcXl5eXJyYmJiQkzJ07t7W1NTExMTo6emBgIDIysqCggJzUktJI9+7d2759+/nz5+Pj4/X09OiZ1AgDAwOxWOzi4rJ48WJyFbe7uzs5OZnMYDNjxoxLly5JJJLKysqampqoqKj09PTKykrWt26GhoZRUVFGRkbJyclVVVX5+fmRkZEPHjwQCATz58+/du1aSkoK/cUnRVGyrZGwnz59evjw4aysLBsbm8mTJ0+fPv327dsdHR3GxsZLly6NiIggl8T5fH56enp4eHhXVxcd7axZs6RS6b1796Kjozs7O5WUlIqLi1taWioqKpqamsikOszEfODAgV9//bWwsDA7O/vatWtLliwRCARpaWknT54MDg5WV1dftWrVpUuXUlJSyNVRKyur/Px8MklnSUlJSkpKXFxceXl5ZWVlREREVlZWZWVlVlYWXY8pKiqqvr6etZn0FjFHjxUJc/zJK/v27cvJySG1ouLi4iwsLKysrFhTsMFf5s+pqgfPZP369YWFhWKx2M/Pr6GhoaamZtOmTVKp9Pr16ydPnuzt7XVyciJLvv322+3t7azVSWHVrKwsqVT6j3/8gywwb948qVS6adOm1NRUqVQqEolky3W+++67oaGhpCSsu7s7KVZJVn/jjTfktk9eDwwMJJVpRSJRd3f3/Pnzu7u7U1NTv/jii4aGhjNnzpCiskxHjhyJjIyUSqUJCQkrVqxoaWnx8fEhby1ZsiQ1NbW2trajo2P58uVtbW10C6xN6+7u3rBhQ0JCglQqzc/Pf+edd2Q3OSUlRSgUBgcHX7t2jRmA7IrMbSR+//33nTt3kp/J9Ex02NXV1StWrCBvkRWZIxYbG0tK+pH/5ufn79y5s7Gx8dGjR4PFM0Td3d2sV3788ceEhAT6dYlE0tvbK7cwKV2MlFWVlJCt6SqXQCBQ8NbAwMBQGiExMCvBMnsXCAQKeiGY40B+lrtRdF+9vb29vb19fX3kFVZRWVbkXV1dEolE9jdLFqsdJrnjKRuJVColHzKkUmlfX9/777/P2Sn8JXBmORzx+fy6urrIyMhRo0Y9ePDg9u3bJSUl5eXlcXFx5E/thg0bbt26lZGRUV1dffXqVdbq3t7e58+fF4lEVVVVFRUVt2/fzs7Orq6uTklJCQwMvH79emZmZnh4OPluhmn9+vW5ubmkutu+ffsOHTqUnZ2dlZVVVlZWV1dHV16l209LSysvLy8qKtqyZQuZC+LWrVvKysp8Pr+0tLS+vp587ZSYmBgbGyt7U25mZmZRUdGtW7f27NljZGS0YsWKsLCw6OhoHx8fHR2dH3/8saqqasGCBSoqKomJieQDOHPTyASWX3755b179zIzM8PCwnbt2iW7yUeOHMnMzLS2tnZxcWH2zloxPT29rKyMddfukiVLlJSUUlJSzpw5Qy5cjxgx4vHjx0VFRRcvXtyzZw9zYeaI+fj4KCsrJyQkxMXFkW+Iy8rKMjMzjYyMBotniFgl2drb23Nzc2NjY+niqzweT11dXW6pQvorNLmPJcjWdJWLrm4o9y1yQXIoeDwe8/oqs3dVVVUFvRDMcSA/K3jWgoyJuro6fcyzShWyItfS0uLxeGTmL8UUVFuUO56ykVAUNXny5KKiorS0tIyMjD92VMCfABV8hinZIqUsQqGQx+P19fWpqanJ/oUSCAQK/vYpKKnKKgnb09Mjt2Cm3Pa7urroP39kRQXxh4SEWFtbe3h4MNsnM13QLTMbHHrXLFKFJVsVrEjr6elh1hOnGMNCfli5cmVoaCjrLdbPUqlULBaTUrdDKSEL/9co+GWB4QDJEv4C7e3tW7ZsMTY23rVr10s92UJISIiBgYFIJHrnnXf+6lgA4AVCsgQAAOCA7ywBhi/6qYaTJ0/W1dU99+UVuH//fkxMDOdidIna/7xHgOEMyRJg+KJvqiKPgT735RWwtLS0srLiXIwuUfuf9wgwnCFZvmqKi4tf6CyJdJnWwRw8ePCbb76hKCo5OTksLIyzwedS2zo7O/vUqVPbtm0brH1Sovbu3buDtcAZ7XMpcssMSTGJRPLtt9+S+2lJEdGurq729vbIyMi0tLTY2Ni+vj6RSJSfnx8VFSWVSuUuT1HU48ePk5OTydPxVVVV58+fb2lpiY6OpqsOERUVFaGhoVVVVXfu3CHJr7CwsL29ndSeLSkpSUhIoPd7fX19bGxsUVERvTrdo9wu4uPj5d4ODfASQbJ81djZ2Y0ePfrFtU+XaR3M0qVLW1tbKYqysLCYMGECZ4N/rGgqy6lTpxYvXhwUFMR6vbKyktQ95yxRyxntcylySwxlk/l8vqenp42NjZeXF11ENCMjY8yYMebm5iEhISNGjLh8+bJUKjU2Ng4MDJS7fFtb27fffvv666/zeLyDBw+OGTPm/Pnz+fn5dIFTmqWl5ZkzZwYGBry8vAICAjo6OkgRV1J7NjEx0cvL6+eff05NTW1ubj5w4MCsWbOuXbtGSuFQjDKnsl1s3759zJgxzs7Ou3fv/s+HDuCvgmQ5TKWnp6emppKKaE1NTUlJSSUlJRRF1dTU/Prrr62trTExMQq+ImpsbExKSqILquXl5cXHx8tdXiwWkzospHDzrVu3cnNz8/LyoqOjZRfu7+8vKyvr7Ozs7u4mszEkJibScwQ2NTUlJibSJcfy8/NJBRN6VgdyRlVeXh4dHU0SamRk5KlTp8LDwzs7OymKqqysTElJKS0tpSiqoqLiwoULra2tcucgbGtrS0pKIpU2a2try8rK7t27RyZwoLW2tu7YsSMlJYVuYWBggPnfpqamO3fukCI1JFoyzUVdXV1iYqKCe986OjpycnLIDBtkQo+ysrL29vaYmJj6+npmbN3d3RcvXqyrq2tsbAwNDe3q6mJtsgLMuj+khpGjo6ONjc2mTZtCQkL4fP6yZcsePnzY09NTXFwsd3m6AtGUKVNOnz6trKysqanp4uKioqLS19fH7EtZWVlHR8fGxkZZWXnatGm3bt2SrT27ePHi48eP37x5k1TUe+2115gTm5AeZbsICwt78uRJSUmJgkcSAYY/JMvh6PDhwx0dHS4uLvv27aMoav/+/e7u7sHBwfX19bK1T+V6/Pixu7v7V199VV9fP1g9WIKzDi0TXaZVS0ursbHx6NGjr7/++qFDhzo7OwsLC0+ePOnh4UEX1TQ2Nr548SJFUe+//769vb2+vv7Zs2cbGxvDwsL8/PxWrlxJUZS/v7+BgcGcOXN0dHRYxVqZBWlZYbBKtlpYWJibm8+cOZP1FLmBgYGLi4uLi4uTkxN5JS4uztXVlQT86NGjXbt2+fr63r17t6KigkSrq6v74MGDa9eutba2MquDsjCL31pbW//www/q6uoaGhpxcXFqamrM2LS0tBoaGnJyckxMTCIjI1taWpibPFj7BEl7Dx48oC9gGhkZ7d69+4MPPtDS0iouLt60aZOlpaWzs7NUKm1sbJRdnq6DKhQK6afgB6v7SmtsbKQzJVNzc7OhoeGoUaOMjIxcXV1Xr1492JeazC709PScnZ1dXV3Xrl1LyZRFBXhZIFkORydPnvT19eXz+eQ+w40bN0ZERGhqapaXl8vWPpWL1C91c3M7f/78YPVgCcV1aGVbpueqNTIymjJlCp/P19PTa21t/fnnn8mcD/QfUPIH9/Hjx3V1dUZGRuPHj//www/NzMxcXV3j4+N7e3tJAQS63CurWCuzIC0rBtmSraxyuDTW5A/Tp0+nA75x4wY5QyIzVdHpgUxzsWjRIj09vcGGl1n8VllZeevWrRcuXKirq1u/fv3NmzdZsZGr1nw+n9z/wpq7Q4GJEycWFBRUVFQMDAwkJyfHx8enp6cnJyerqqpu27ZNW1tbWVm5rq4uOjpaV1e3trZWdnm6DuqJEye+//57Uqk1IiIiNTVV9lOIVCq9e/ducnKylpbWnDlzIiMj6bkn09LSCgsLk5KSPvvss0WLFrW2tiYlJUVHR4vFYlLrtbq6mvQo20VQUFBISEhWVhbpbu7cuZyn1ADD0Ev8PPgrTEdHp6+vT0NDo6Ojo7W1NSgo6JdffsnPz5f+z7wKnCcHhFQqJacCY8eOdXV1nTZtmuytJZs3b16/fr2tra1YLGY2PpT2mUvq6uqS1VmnDlpaWsxZHaKjo588ebJu3bq9e/fW19dbWFjQE1no6emRW0uam5vpRCX32p2enh59SVnxl4j05A9Tp06lZCbxePr0qaurq6urK7kAS6/FWV6HlN4uLCwsKytrbGz09vbev3//lClT/Pz8ZGOjO6XnrqI3mUQ1GB0dnV9//VUqlSopKf3yyy/kRTJro4+PD0VRhw8fJpWeFixYQNqUXf6bb77p7u6m5xcjF4cpimLOIE1H5enp2dvbSz6ybNiwYcOGDeQtV1fXsWPHHjx4kPx39+7ddHEiejG6R9ku3N3dyfFMxw/w0sGZ5XD0ww8//PDDD2T+d7FYLBKJcnNzeTxeXFxcQ0MDq/ap7Orjx4+/e/dudnZ2VVXVP/7xD8X1YBXXoWWdBHR3d5MyrfQP5eXlJSUlkZGRW7ZsyczMLCgoiIuLy8rKqquri4iIKC4u7u7uXrNmTWhoaFpa2oMHD8RicXt7e0ZGxujRo8mdpaNGjYqLi9PW1mYVa2UVpGVilWytqampqKggk2awlnRzc7t9+/bTp09lA164cGFnZ+e9e/fI5pBoKyoqUlNTIyIiZCdlJC3Exsb29/czi9+Sk/W//e1vpOigbDlZZ2fnwsLC5OTkjo4OUsiX3mTOI4GcGStYgGQg+tRZ7vJD+bKwrKyM3MJK15glSO3ZuLg4VtVDuUUQB8Pj8VjNArx0UMFn+GJWFu3r61NXV3+m6pGssq4K6sFy1qF9ppjV1dW7u7tZX8iR6ThIdWyRSCSVSlVUVOgemeVeh1Ksle6LVbJVLsVlcgcrfjuU3knx24GBgREjRty5c4dMUCw3NrFYTMreKisrk0FQHBUADDdIlgD/EXLua29vb29v/1fHAgAvCpIlAAAAB3xnCQAAwAHJEgAAgAOS5TD1XCqmAgDAc4FkOUzJfWQCAAD+EihKMOxIJJK9e/eWlpZaWFiYmpo2NDSMGzdOS0srLy/P0tIyMzPT0dHx0aNH5ubm1tbWFEX19vYmJSWpq6t7eHj81bEDALyacGY57DCnj7C2tg4ODh45cqSmpmZqaqqVlRVrCgipVLp27VpPT8+BgYGhzIcFAAB/AM4shyN6+gg+n7958+bLly9Pnz5906ZNfD6fNQWEnp5eS0tLTk4On8+n50sCAIDnC8lyOKKnjxg7duzs2bMXLlxoY2Pj6OjIXIZMAWFgYKCurk4qf5LSdM+lEA8AADDhMuxwRE8foaqqyuPxPDw8mDNgMKeAMDQ0nDdv3vXr11NSUhobG+Pj43fs2PEXRg4A8EpCBZ9hSiKRSKVSkUg0YsSImJgYPz8/8vrBgwenTZvm6OjIrGgqEAiUlJSUlXGdAADghcCf12GKXIm9dOkSn893cHAgL5IpIDo7O93d3ZkLoyQ3AMALhTNLAAAADvjOEgAAgAOSJQAAAAckSwAAAA5IlgAAAByQLAEAADggWQIAAHBAsgQAAOCAZAkAAMAByRIAAIADyt0NO42NjaGhoX91FEPi6elJJjwBAHi1odwdAAAAB1yGBQAA4IBkOew0NjZu2bKF/Pzll1/u3LmzoaHhrw0JAOD/OCTLYcfMzExNTY38bGdn5+vrq62tLXfJsrIyBe08efKkqqrq+cf3f0BHR0dhYeEzrVJVVfXkyZMXFA9NJBKVlJT09fXRr1RUVLS1tQ29hUePHtXU1Dxrv0+ePHnEIBKJnrWFoZPdxj/Zsw4p0x8bXngpIFkOax4eHh4eHvv27ZN9Kysra926dQrW7enp2bx58wsL7X89ePDgT+hliO7cuZOVlcV68ZkiFAgEe/bsyc/Pl0gkchc4dOiQ7J/y+Pj4S5cu/eFOh0gikQQHB5eVlbW1tZ04cYKiqNu3b9+6dYtzRTqYjo6Obdu2Md/67rvvOFevrq52cnJqampqaGgIDQ2Njo5+prDpaIeC3ka5sTGbekEHHmtI5R5RLAqGF14ZSJbDTkNDQ3V1dX5+PkVRqampGRkZjo6Osos1NTWpqqrW1tYO1o6FhYWGhsaLi5MQCARnz579w6sPlpD+MF9fXycnJ+YrzxphXl6elZXVihUryPzbsjZt2qSurs58RSKRTJo0iflKaWlpUlLS0DsdIlVV1fHjx1MUpa+v/8EHH1AU9V//9V9DWfHYsWPkhwkTJigr/3/3wH/++eecqzs7O48cOXLKlClWVlaffPIJfeVjiOhoh4LeRrmx0U29oBGmZIZU9oiSpWB44ZWB/TrsmJubnz9/nvy8bNmy/v5+2cczBgYG1NTUVq9e/dtvv+3YsYP17pUrVzQ0NLS1tfv7+ymKunfvXmtrq5aWVmdn55tvvpmUlJSVlWVlZaWqqpqSkmJgYPDGG28sX748MjIyLS3thx9+2LJly507d1xcXHR0dJKSkr744ovq6urr169bWloKhUIjI6Pg4ODPP//8/v37AQEBGRkZqampd+7c8fX1pQPo6Oh49913FyxYYG5unpmZ+cUXXxw5csTBweHu3bvbtm1TVVU9fPjwpEmTEhISXF1dbW1t6cb//ve/0408evTo2LFj3t7eJSUlCxYsCAsLs7W1LSoqWrt2bVBQUGtr65tvvnn79u3du3eHh4fr6upWVlbOnDnzypUrWlpaHh4eVVVVpqamVVVVampqdIS//fabjY3N3bt3t27dSnfU1NTEbDwzMzM/P7+ystLKyoosIBQKDxw44OjoWFpaunbt2vfeey8wMHDSpEnMrTAwMCgoKEhISLhz587XX3/9yy+/CIXC7OzsqVOn0h2VlZV98skn69ata2pqmjhxIr1TbGxsPv3003379gUFBQUGBhYUFDx9+nTMmDH0RllaWrJ2cVJS0tGjR3/77Tfy3+Tk5HPnzu3YseP69etjx47NyMj47LPP6JSWn59/7969qKio6dOn6+joNDc3x8fHp6amBgQEDAwMBAQExMfHyx0Z1iGXm5sbGhq6f/9+Ly+vQ4cOTZ06taioaNmyZQcOHNDQ0BAIBIGBgXSnhYWF9C4wMzM7evToTz/9tGbNmgULFrz22mvx8fEeHh7FxcX+/v5mZmaso4W0UFtbS2JjHrEaGhpHjx49c+YMPcIPHz48duzY5cuXT5w48dprry1atIisLhaLAwMDzc3Nzc3No6Ki9u7du3Xr1sDAwPPnz5Nd+a9//YveOuYhxBrS8+fPa2lpvf3223KDVDy8hoaG9JHD7C4iIuLs2bM+Pj5Tp07t7e1VfCQovoAEfxqcWQ53cj/FR0ZG9vT0qKmpyT6R2d7efurUqXnz5s2YMYN8yP3qq6+WLFni5+cXGhra1dW1c+fOTZs2zZkzZ+rUqf7+/v39/SYmJmPHjpVKpd7e3m1tbZ6enlZWVs3NzZ6enjk5ORRFff311xYWFqampvfu3fP29m5vb/fw8DAxMcnLy5s9e7aJiQkzU1IUNXLkSFtbW3d3d39//8ePH8fExMyZM8fU1LS5ubmgoKC5ubmiosLb27u2tnbevHnMxpmNBAUFvfHGGzNmzFi4cOF///d/z5o1a8aMGT09PVFRUbNmzeLxeK+//npdXV1/f39ZWdnVq1dHjRplamo6Y8YMgUDQ2dl5/vz5yspKX19fZoTx8fF37tzx9PRkdsRq3MnJydbWls6UFEVduHChq6tLX1+/vLxcKpU6OjqKxWLWVlAUpaWl5eXlVVdXJxQKfX197e3tmZmSoqgJEyaIRKL58+d/8MEHzJ0yZswYMzMzY2NjU1PTxsbGUaNGrV27lrlRsgeAu7v7wMAA+bmuri4hIeGnn34SCoW3bt3S19c3NDRknnU5ODhYWFjMnj1bR0eHoqiBgQFvb2+y+ywsLIyNjQcbGSYlJaXRo0fr6+tTFHX58mVNTU0PD49p06bt3bt31qxZampqu3btYh6rzF1AotXW1nZycjI0NPT29o6Ojvbz85s0aVJKSors0UJaoGNjHrGkKSUlJXqE582bp6qqyuPxrK2t6UxJAl63bl1ZWZmNjU1bW5uOjs5bb7119+5delf29vbSC7NGmx5S+ogaLEjFw8s8cpjd+fv7d3Z2fvjhh9OmTeM8EgbbI/AnQ7J8KfF4vMWLFy9evHj69OnJycnMt/r7+1VVVZmv9PT0kB+EQqFAIBAKhRRFKSkp6ejoKCkpkbfo3+RRo0aR9skP5DKpWCx2c3NzdXUNDg5mLiMWi3k8HkVRra2tg90TMWLEiL6+vk8//VRLS8vS0rKrq0tXV9fY2DgxMZFcZGM1ThMIBCTZGxgY0JvA4/G6u7spijIxMaFjWLhw4caNGyMiIsi1axLh0aNHe3p6zp49y4wwMDDQz8/vwIEDAoFAdnzoxlnEYvGkSZNcXV2PHDlCj62JiQlzK1ghkU5lv1QzMDCQu1NWrVr1448/Ll269MaNGxKJhMfjyW7UYLS1tZubm8vLyyUSiZmZmaur6/r16z08PJjLMONh7j56Abkjw0SS5ccffyx3xIyMjFjLM3cB63XyL4/H4/F4rHuFRowYQS6HMDGPWLlbtGLFipCQEJLImSwsLJqamqqrq52dnc+dO+fs7Cx3V1IUxRptekjlDoVskIMN72DdMUeM80iQGwP8+ZAsXz6nTp0KDw+XSqVSqVRXV3f//v3Mu15Hjx7t6el579692NjYBw8eVFVVff7551euXImJiZk7d66hoeHnn3/+/fffJyUlZWdnjxs3rra29v79+01NTfHx8WlpafX19ZWVlRkZGcnJyZWVlbW1tQUFBTt37jx79mxGRsb9+/dZy5AP9QkJCSNHjmTFSRYWCoX+/v5KSkpNTU2dnZ0RERESiSQ7O/v333+/fPny48ePmY0zV9+2bdupU6cSExNjYmJ27tx58+bNtLS09vb2RYsWJSUl5efnV1VV1dbWJicnnzx5sqqqysnJydjYOCUlJT8/PzIyMioqasKECTY2NswIg4KCRCKRm5vbiBEj6I5YjScnJ+fm5j5+/JheYMWKFYWFhampqTdu3Ojr6ysoKCB3fDC3ghWSra1tVlYW6xvlqqqqysrK1NRUiqJYO2XmzJkFBQVubm4aGhpjx46lKIq5UXQLPT09BQUFycnJGRkZ9fX1LS0tycnJtbW1H3/88bJly3p7e+3s7GJiYu7cucO6Ndfa2joyMlIikbB2X11dXW1tbXFxMXNkTpw4wVo9MjKyvb09PDycfFm7cuXKurq6tLS0mJiYbdu2JScnp6ent7e3M1eJjo6mdwGJlnwTn5ycXFRUVFtbW1ZWlpKSkpOTQ06R6aPFy8uLbCMdG/OIpTecOcKLFi26e/eui4uL7C/LokWLuru7V61alZSUpK2tzdyVzO+kmaPNHNKioiJyRJEPFnSQ8+fPH8rwDtZdUlJSbW1tZWXlUI4EGC6k8Crq7++XSqWdnZ3kv2KxWCAQ0O+y/tvf39/T0yMSiRS32dvbO9hbQqGQ9coXX3xRWlra19fHCkkqlV64cCEtLU0qlba0tHzyySeKG2e+PtgyEomEFb9EIhEKhczeSYQSiYQeEwUdDWUBuVvBJDsmLKy9IJFI6H+l8jZqiPr7++lGmAYGBhSspWBkBtPT06O4QdYuUED2aGFhjRVBRvjJkycikSguLk5xF8wxkd3XQxltxUEqGF7OQ0vxkQDDBG7weTWRMyf6AU0+n8+8CsT6L/M0SwHWLaBMrDsAOzo6hEJhXl7exIkTZXvx9va+e/fuwMBAW1vb6tWrFTfOfH2wZXg8Huu+Xx6Pp6yszIyK/Mzj8QZ7aFXB1sldQO5WMHHeFcnaC+SCG33ZTXajhmiwvamioqJgLQUjMxjF4cnugsHIPVpYWGNFkMbDw8NNTExmzZqluBfm9UzZfc052pxBKhhezkNL8ZEAwwRqwwIAAHDAd5YAAAAckCzhxerq6iotLf2roxjUM4XX1tb2fLfl0aNHdXV1z7HBP7n9/8SzxvYnHEgikai4uJh+JodWUVHx9OlT+r8tLS3DdlThxUGyhP81WLFZ+hGIgwcPyv4pUUwgEJDHsR8/fnzmzJn/LEAqIiLiWau2KkaHx6mvr+/777/Pzs5+jr0/ffo0MDDwWdfiLPNGL9DW1rZ9+/Y/EtmL96zbLhAINm3a9IKCIQenRCLZv39/fX09691r164xK/z9sb0GLzsky1fQH6shl5+fn5GRIft6f38/Xfpg8+bNsvdZKGZoaEgefjAyMgoICPgDgTHNnTuXVVjuP0SHxyknJ2f8+PErVqx4jr3b2NgMVlRvMMzdMRi6eqqtre0fjOzFe9ZtNzQ0lH2a83khB6eqqqq1tbXsu3Z2dsz/Tpw48Vn3GrwCcDfsy+fXX3+1s7O7f//+hg0bgoODJ0+eXFtbu27dutDQ0Ndeey02NtbBwUFXV/fIkSOffPJJeHi4l5eXqqpqcXHxxo0bw8PDe3p6mpqaFi1adObMGYFA8Le//Y1UoTtz5oySkpK9vf2kSZP27t07ffr04uLi9evXkzJ4pKjb6tWr9+7dq6KiEhUVZW1tXVFRsWbNmq+++opuh1kGLDMz88GDB1ZWVk1NTRRF3b9//9y5c4cOHTp79qyLi0tGRsaaNWv27Nnj6upaUlIyf/78d9999/79+8HBwWpqau+//z69mImJiZ6eXm5u7sqVK48fP25qavr222//9NNPU6ZMyc/PDwgI2Lt3r9wA6uvrr1+/bmBgYGpq6uTktHr16mXLlhkYGDQ1NQUEBLDCo924cePKlSvOzs7+/v6xsbFWVlYZGRk7duzIzMysqqry9va+desWeXHDhg3vvPPORx99lJeXR5cmKC0t3bp165o1a3p7e3V1denRVlZWpoPx8vL697//raOjo6ysTO6wY+6XkJAQY2Pj9vb2ZcuWNTY26unpPX36dMGCBaR9end4eXklJCR0dnaqqKhIJBL6yb/8/Pz79+9HRUXNmDFDQ0Ojvr4+Pj4+ISHhs88+e/jwIbl3VENDg14+Ly+vvr6e9EKKrpEGZ86cuWrVqu+++661tTUkJCQkJGTlypVkYz/77DN6x61bt455ENLDeOLECV1d3YcPHwYEBNy4ccPMzKyhocHZ2dnGxoa17SEhIfQgk1tARSLR9u3bJ06cOGLEiOzs7G3btn399dd79+4VCoW3b99uaGhwcnJycnKiV9y8eXNAQABz59JhhIWFSSSS8vLyFStWpKWlhYaGXrx4cc+ePZ6engUFBQ4ODomJidu3b09MTDx37hxd4lUikTB/BSiKSktLs7S0TElJWbduHX2/sWzk8ArD56OXT2xsbFxcnLe394ULF4RCoYGBQV5enkQiCQsLmzlzZmNj45tvvjlr1qzHjx/PmDHD0NBwYGDAx8eH1D/79ttvLSws7OzswsLCfHx8VFRU3N3dCwoKlJSUZs2a5ejo6ODgwOfzFy1aZGRkFBYWRlGUn5+fubm5l5eXurr65MmTJRLJ119/7efn5+npWV5enpuby2yHGefHH3+8YsUKNzc3UlplxowZ/f39AoHgxo0b6enpc+fOvXbtmrGxsb+///Lly62trcl5g5eXF2ux0tLSGzduTJgwQUdHx93dXSAQXL58eeTIkR4eHlZWVsePHx8sAENDQ19fXysrq9OnT2tra9vb248ePdrf3z8qKko2PJqvr29vby+plh4dHa2np6emppaXl+fk5GRvby+VSukX6+rqbG1tx4wZw6z3bWNjIxQKlyxZsnLlSuZoM4N58uTJuXPnZs+e7eXlRZ52Zy7p7e2tqakZFBTU3d194cKFR48eMcvx0LuDoqigoKCFCxfOnTv38OHD9G3tDg4OlpaWs2fPJs9CSKVSb29vbW3t8vLyb775Zty4cWPGjImLi6Mb7OzspHthNqilpeXg4CAWi93d3cVisZ6eHr2xzB3HOghJmy0tLXFxccuWLVu+fHlnZ2d8fLy3t/fSpUu3b9/O2vba2lrmIJPVlZWV//nPf5aXl9vZ2fX29o4cOXL16tU6OjqdnZ1eXl5Tp069f/8+c8WqqirWzqVNnjzZ3t5+xIgR0dHRixcv5vF4fD7/9ddf9/T0nDNnjomJSWlpaV1dHTk46bVYvwKkHVdXVzMzs1OnTpFX5EYOrzAky5fPjh07PD09v/vuO5FIZGdn5+rqevjwYT6f7+rqGhMT8+GHH5LF5Bau09TUdHV19ff3J4uNHj2afosu2VVdXf39999PmDBBQ0OjtbWVvF5fX0//Nenp6aEfBSPFupjt0EQikezHbYFAcObMGTMzs+Dg4P7+flJvz9DQkKIo8jMpvMdcbPHixf/85z9///13UvGEGQCfz1cQQHR0dEREhKOjo0gkam1tpSiKXHEli8kNjyDxiMViUj3u008/pa9nyr5IFpZdnTXazGCam5tZV7NZ+4W0YGJicvjw4ZaWlt9//51ekrk76EppAwMDzNp1zOprZJPp6muksmBQUBC9MLMXVoPk2UGRSEQKztGBMXecWCxmHoRkMaFQSH42Njbu7OykD7Cenh5WOUa5g0xRlLW1dXl5eVtbm6GhYVhYGJlLQFNTU0NDg94W1orMnUs7dOjQw4cPSVXe1tbWBQsWnD592tjYWCqVbtu2TU9Pz9TU9MmTJ6y1WL8C9OsqKir0b8FgkcOrCsny5bNnzx4ejzd79uyVK1fm5uampaVFRERQFNXc3BwWFnb16tWqqqqUlJSmpqaKior8/PzU1NSioqLq6uqampq1a9devHgxKSmpvLw8NTU1JyenoqKirq4uJyfH1tY2PT29vr6+o6Nj5MiRubm5EokkMTGRTCiRkZEhFosLCwuzsrJ27Nhx7dq1lJQUbW1td3d3Vjt0nNu3b//3v/+dmppaUlKSl5eXnp5eV1dXVFR06NChsWPHurm5LVu2rLi4ODY29vr16xRF2dnZJSUlpaSkpKWlVVRU0IudOHGitrbWx8dHT08vNTU1Ozt75cqVNTU1aWlpGRkZ69atGyyAhw8fGhoaRkdHKykp5ebmlpSUkPpqdXV1jY2NrPDotZKTk6uqqmpqasaNG2dtbR0XFxcREdHd3U2mS9PX16dfbGxsLC8vZ03uWFlZWVlZmZmZSVEUc7SZwXR3d0+fPj0pKSkiIqKsrOzhw4fMJZOTk1NTU7u6uiIjI+Pi4pycnOgpqyiKoneHmprav/71r+vXr0dERAQEBDAf/7ewsAgPDyezytCHQVpa2s6dO0+fPp2enk5K7hHMXlgNTps2LTU1NTw8vLGxsbCwkN5Y5o5bsWIF8yAkzMzMJk+efPXq1Zs3bxoZGdnb25OL8Lt27TI3N2duu4aGBnOQmSPp7+8vFovfeeedgoICHo9XU1NTW1tLjueCggITExN6xUePHrF2Lt1IR0cHRVH19fXZ2dlPnz5dvnz5jRs3HBwchEKhiooK+cxx+/ZtcnDW19cXFhYmJyezfgV4PF5nZ2dubm5hYeH777+fnp5eU1PDivzYsWOkL3hVoSjBy0cqlfb19dEFR/r6+tTV1evr62/evLlhw4a+vr49e/bs3r17sNXFYrFEIpFbcEQkEpG/uVKpVCwWM//+isViuuo6s1/FoZLTnb6+Pk1NTeZpXH9/Pz1DBbMdctrR399Pto4sJpVK+/v7Zfvq7e3lrHEzMDCg4I6kwcJjYoaq+MXBuqBHmxUMaaSrq4uUzpHdL1KplJz+ytbBoXfHYHuTJIOhbBGrF1aDQqFQWVm5u7tbtr4Pc8fJPRiYHbE6ZW273PGUSqVkp9A/cG6LXAKBgFnViNka6y1W76xfgf/wSICXHZLlK0IsFl+6dGnMmDFCoVAikXBW/wIAgKFDsgQAAOCA7ywBAAA4IFkCAABwQLIEAADggGQJAADAAckSAACAA5IlAAAAByRLAAAADkiWAAAAHJAsAQAAOCBZAgAAcECyBAAA4IBkCQAAwAHJEgAAgAOSJQAAAAckSwAAAA5IlgAAAByQLAEAADggWQIAAHBAsgQAAOCAZAkAAMAByRIAAIADkiUAAAAHJEsAAAAOSJYAAAAckCwBAAA4IFkCAABwQLIEAADggGQJAADAAckSAACAA5IlAAAAByRLAAAADkiWAAAAHJAsAQAAOCBZAgAAcECyBAAA4IBkCQAAwAHJEgAAgAOSJQAAAAckSwAAAA5IlgAAAByQLAEAADggWQIAAHBAsgQAAOCAZAkAAMAByRIAAIADkiUAAAAHJEsAAAAOSJYAAAAckCwBAAA4IFkCAABwQLIEAADggGQJAADAAckSAACAA5IlAAAAByRLAAAADkiWAAAAHJAsAQAAOCBZAgAAcECyBAAA4IBkCQAAwAHJEgAAgAOSJQAAAAckSwAAAA5IlgAAAByQLAEAADggWQIAAHBAsgQAAOCAZAkAAMAByRIAAIADkiUAAAAHJEsAAAAOSJYAAAAckCwBAAA4IFkCAABwQLIEAADggGQJAADAAckSAACAA5IlAAAAByRLAAAADkiWAAAAHJAsAQAAOCBZAgAAcECyBAAA4IBkCQAAwAHJEgAAgAOSJQAAAAckSwAAAA5IlgAAAByQLAEAADggWQIAAHBAsgQAAOCAZAkAAMAByRIAAIADkiUAAAAHJEsAAAAOSJYAAAAckCwBAAA4IFkCAABwQLIEAADggGQJAADAAckSAACAA5IlAAAAByRLAAAADkiWAAAAHJAsAQAAOCBZAgAAcECyBAAA4IBkCQAAwAHJEgAAgAOSJQAAAAckSwAAAA5IlgAAAByQLAEAADggWQIAAHBAsgQAAOCAZAkAAMAByRIAAIADkiUAAAAHJEsAAAAOSJYAAAAckCwBAAA4IFkCAABwQLIEAADggGQJAADAAckSAACAA5IlAAAAh/8HrYpAMn8ebeMAAAAASUVORK5CYII=", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from IPython.display import Image as IPImage\n", + "from IPython.display import display\n", + "\n", + "base64_image = pdf_page_to_base64(file_path, 11)\n", + "display(IPImage(data=base64.b64decode(base64_image)))" + ] + }, + { + "cell_type": "markdown", + "id": "14e273e9-d35b-4701-a48e-b1d3cbe9892b", + "metadata": {}, + "source": [ + "We can then query the model in the [usual way](/docs/how_to/multimodal_inputs/). Below we ask it a question on related to the diagram on the page." + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "5bbad8ef-dd8b-4ab9-88c6-0a3872c658b5", + "metadata": {}, + "outputs": [], + "source": [ + "from langchain_openai import ChatOpenAI\n", + "\n", + "llm = ChatOpenAI(model=\"gpt-4o-mini\")" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "c5a45247-3b80-448c-979e-642741347aba", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "INFO: HTTP Request: POST https://api.openai.com/v1/chat/completions \"HTTP/1.1 200 OK\"\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The first step in the pipeline is \"Annotate Layout Dataset.\"\n" + ] + } + ], + "source": [ + "from langchain_core.messages import HumanMessage\n", + "\n", + "query = \"What is the name of the first step in the pipeline?\"\n", + "\n", + "message = HumanMessage(\n", + " content=[\n", + " {\"type\": \"text\", \"text\": query},\n", + " {\n", + " \"type\": \"image_url\",\n", + " \"image_url\": {\"url\": f\"data:image/jpeg;base64,{base64_image}\"},\n", + " },\n", + " ],\n", + ")\n", + "response = llm.invoke([message])\n", + "print(response.content)" + ] + }, + { + "cell_type": "markdown", + "id": "2e1853d6-4609-4eb3-a4cd-74b8f2a4e32f", + "metadata": {}, + "source": [ + "## Other PDF loaders\n", + "\n", + "For a list of available LangChain PDF loaders, please see [this table](/docs/integrations/document_loaders/#pdfs)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d23babb2-d538-437e-b26a-5e5e002c42a8", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -203,7 +964,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.5" + "version": "3.10.4" } }, "nbformat": 4, diff --git a/docs/docs/integrations/document_loaders/index.mdx b/docs/docs/integrations/document_loaders/index.mdx index 6dee9374e97..250543e4e1a 100644 --- a/docs/docs/integrations/document_loaders/index.mdx +++ b/docs/docs/integrations/document_loaders/index.mdx @@ -31,6 +31,8 @@ The below document loaders allow you to load webpages. The below document loaders allow you to load PDF documents. +See this guide for a starting point: [How to: load PDF files](/docs/how_to/document_loader_pdf). + ## Cloud Providers