diff --git a/docs/ch9.rst b/docs/ch9.rst index f57bafb27..2a72c131b 100644 --- a/docs/ch9.rst +++ b/docs/ch9.rst @@ -6,3 +6,4 @@ Chapter 9. Tasks on Other modalities toc/audio_processing.md toc/image_processing.md + notebook_tutorial/ocr.ipynb diff --git a/docs/notebook_tutorial/ocr.ipynb b/docs/notebook_tutorial/ocr.ipynb new file mode 100644 index 000000000..1e1c90a62 --- /dev/null +++ b/docs/notebook_tutorial/ocr.ipynb @@ -0,0 +1,438 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Optical character recognition" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "## Introduction\n", + "Optical character recognition is the electronic conversion of images of typed, handwritten or printed text into machine-encoded text, such as from a scanned document, a photo of a document.\n", + "\n", + "In this tutorial, we will go over how to use forte help us manage/process data related to OCR task. We first need to read image containing text from data source and then process it to obtain text. Therefore, we need a reader and a processor in the pipeline. Plus, we also expect that for each character we can locate a bounding box in the original image. Therefore, we use the ontology `forte.data.ontology.top.Link` that links `forte.data.ontology.top.Annotation` and `forte.data.ontology.top.Box`." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Installation\n", + "User needs to install `pytesseract` all its dependencies from [here](https://github.com/madmaze/pytesseract#installation)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Pipeline Components for OCR\n", + "### OCR Reader\n", + "\n", + "It's essentially a reader that reads image from an url, and load the image into `ImagePayload` in the DataPack." + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": {}, + "outputs": [], + "source": [ + "from forte.data.base_reader import PackReader\n", + "from ft.onto.base_ontology import ImagePayload\n", + "from PIL import Image\n", + "import requests\n", + "from forte.data.data_pack import DataPack\n", + "from typing import Iterator, Any\n", + "\n", + "class OcrReader(PackReader):\n", + " r\"\"\"\n", + " :class:`OcrReader` is designed to read an image for an OCR task.\n", + " \"\"\"\n", + " def _collect(self, image_path) -> Iterator[Any]: # type: ignore\n", + " r\"\"\"\n", + " Should be called with param `image_path` which is the path\n", + " of the image file.\n", + "\n", + " Args:\n", + " image_path: Image path.\n", + "\n", + " Returns: Iterator over paths to Image files\n", + " \"\"\"\n", + " return image_path\n", + "\n", + " def _parse_pack(self, data_source: str) -> Iterator[DataPack]:\n", + " r\"\"\"\n", + " Takes a data source uri and read data from it into :class:`~forte.data.data_pack.DataPack`.\n", + "\n", + " Args:\n", + " data_source: uri of the image for OCR task.\n", + "\n", + " Returns: :class:`~forte.data.data_pack.DataPack` containing ImagePayload.\n", + " \"\"\"\n", + " pack: DataPack = DataPack()\n", + " payload_idx = 0\n", + " \n", + " # Read in Image data and store in DataPack\n", + " # add Image payload into DataPack.payloads\n", + " ip = ImagePayload(pack, payload_idx)\n", + " image_data = Image.open(requests.get(data_source, stream=True).raw)\n", + " ip.set_cache(image_data)\n", + " yield pack" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## OCR Processor\n", + "It analyzes the image in the DataPack ImagePayload, and predict the bounding box for each character. It wraps predicted bounding boxes and characters in forte ontology and write back into the DataPack." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [], + "source": [ + "from forte.data.ontology.top import Box, Link\n", + "from ft.onto.base_ontology import Character, Document\n", + "\n", + "from forte.processors.base.pack_processor import PackProcessor\n", + "import pytesseract\n", + "\n", + "class OcrCharacterProcessor(PackProcessor):\n", + " \"\"\"\n", + " A character processor that recognizes characters in an image using pytesseract.\n", + " \"\"\"\n", + " def initialize(self, resources, configs):\n", + " super().initialize(resources, configs)\n", + "\n", + " def _process(self, input_pack: DataPack):\n", + " image_data = input_pack.image_payloads[0].cache\n", + " ocr_text = pytesseract.image_to_string(image_data)\n", + " input_pack.set_text(ocr_text)\n", + " # recognize bounding boxes of text using tesseract\n", + " boxes = pytesseract.image_to_boxes(image_data)\n", + " # boxes are in the format of strings\n", + " # each line of strings represents a configuration of one bounding box\n", + " # each line is in the format of \"character, x0, y0, x1, y1\" and the origin is at the bottom-left corner\n", + " boxes = boxes.strip().split(\"\\n\")\n", + " begin = 0\n", + " image_height = image_data.height\n", + " # iterate over each line of boxes and add the corresponding \n", + " # Character annotation into the data pack\n", + " for b in boxes:\n", + " b = b.split(\" \")\n", + " ch = b[0]\n", + " # pytesseract returns the bounding box whose origin is at the bottom-left\n", + " # so we need to convert the origin to the top-left by using the height of the image and swap y1 and y0\n", + " x0, y1, x1, y0 = int(b[1]), image_height- int(b[2]), int(b[3]), image_height- int(b[4])\n", + " # skip empty text\n", + " while ocr_text[begin].isspace():\n", + " begin += 1\n", + " # for each recognized text, create a box, a character, and a link associating the box and the character\n", + " if ocr_text[begin] == ch:\n", + " character = Character(input_pack, begin, begin+1)\n", + " box = Box(input_pack, [y0, x0], [y1, x1])\n", + " box.set_image_shape(image_data.width, image_data.height)\n", + " Link(input_pack, character, box)\n", + " else:\n", + " raise ValueError(f\"text {ocr_text[begin]} != {ch}\")\n", + " begin += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "from ft.onto.base_ontology import Token\n", + "class OcrTokenProcessor(PackProcessor):\n", + " \"\"\"\n", + " A token processor that recognizes tokens in an image using pytesseract.\n", + " \"\"\"\n", + " def initialize(self, resources, configs):\n", + " super().initialize(resources, configs)\n", + "\n", + " def _process(self, input_pack: DataPack):\n", + "\n", + " image_data = input_pack.image_payloads[0].cache\n", + " for token in input_pack.get(Token):\n", + " if len(token.text) >= 1:\n", + " charcters = list(token.get(Character))\n", + " # obtain the bounding box of the first and last character of a token\n", + " # so that we can locate the bounding box for the token\n", + " first_ch_link = input_pack.get_links_by_parent(charcters[0])[0]\n", + " last_ch_link = input_pack.get_links_by_parent(charcters[-1])[0]\n", + " first_ch_bb = first_ch_link.get_child() \n", + " last_ch_bb = last_ch_link.get_child()\n", + " top_left = [first_ch_bb.box_min_y, first_ch_bb.box_min_x]\n", + " bottom_right = [last_ch_bb.box_max_y, last_ch_bb.box_max_x]\n", + " # similar to adding characters in OCRProcessor\n", + " # we add token bounding box, token and their link to the data pack\n", + " token_box = Box(input_pack, top_left, bottom_right)\n", + " token_box.set_image_shape(image_data.width, image_data.height)\n", + " Link(input_pack, token, token_box)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's first take a look at the image we are going to analyze, and it's a common cellphone messaging interface and contains text such as date and text body." + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "data": { + "image/jpeg": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": { + "image/jpeg": { + "width": 250 + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "import IPython\n", + "image_url = 'https://raw.githubusercontent.com/asyml/forte/assets/ocr_tutorial/ocr.jpg'\n", + "IPython.display.Image(image_url, width = 250)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's set up a forte pipeline for the OCR task. As the processing order is same as adding order. We have the following pipeline\n", + "1. `OcrCharacterProcessor` recognizes bounding boxes for characters, and the complete text in the image.\n", + "2. `NLTKWordTokenizer` tokenizes the complete text into tokens.\n", + "3. `OcrTokenProcessor` recognizes bounding boxes for tokens.\n", + "\n", + "Therefore, we have the following code to set up pipeline and process one image from an url data source." + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [], + "source": [ + "from forte.pipeline import Pipeline\n", + "from fortex.nltk import NLTKWordTokenizer\n", + "\n", + "pipeline = Pipeline[DataPack]()\n", + "pipeline.set_reader(\n", + " OcrReader()\n", + ")\n", + "pipeline.add(OcrCharacterProcessor())\n", + "pipeline.add(NLTKWordTokenizer())\n", + "pipeline.add(OcrTokenProcessor())\n", + "pipeline.initialize()\n", + "pack = pipeline.process_one([image_url])\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "User can repetitively run this code cell below to recognize all the bounding boxes for the input character" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Input character: k\n", + "Recognized Bounding Box surrounding k\n" + ] + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from PIL import Image, ImageDraw\n", + "charcters = list(pack.get(Character))\n", + "character_text = [ch.text for ch in charcters]\n", + "input_ch = \"\"\n", + "\n", + "# check whether the input character is valid\n", + "while len(input_ch) != 1:\n", + " input_ch = input(\"Enter the character you want to visualize: \")\n", + " if len(input_ch) != 1:\n", + " print(\"Please input a single character.\")\n", + " elif input_ch not in [c.text for c in charcters]:\n", + " print(f\"Character not found. Please input a single character from the text below: \\n {pack.text}\")\n", + " input_ch = \"\"\n", + "\n", + "# a function that iterates over all the characters in the text and returns the index of the character\n", + "def find(ch_list, char):\n", + " for i, c in enumerate(ch_list):\n", + " if c == char:\n", + " yield i\n", + "\n", + "image_data = Image.open(requests.get(image_url, stream=True).raw)\n", + "d = ImageDraw.Draw(image_data)\n", + "for ch_index in find(character_text, input_ch):\n", + " link = pack.get_links_by_parent(charcters[ch_index])[0]\n", + " ch = link.get_parent()\n", + " ch_bb= link.get_child()\n", + " \n", + " d.rectangle([(ch_bb.box_min_x, ch_bb.box_min_y), (ch_bb.box_max_x, ch_bb.box_max_y)], outline = \"#ff0000\")\n", + "print(\"Input character: \", ch.text)\n", + "print(f\"Recognized Bounding Box surrounding {ch.text}\")\n", + "image_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "User to can run the code cell below to recognize the bounding boxes for all characters.\n", + "It obtain the bounding box from the character and its link." + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Recognized characters: \n", + " ['T', 'e', 'x', 't', 'M', 'e', 's', 's', 'a', 'g', 'e', 'T', 'o', 'd', 'a', 'y', '1', '5', ':', '4', '6', 'I', 't', 's', 'E', 'm', 'm', 'a', '.', '|', 't', 'r', 'i', 'e', 'd', 't', 'o', 'c', 'a', 'l', 'l', 'y', 'o', 'u', 'b', 'u', 't', 's', 'i', 'g', 'n', 'a', 'l', 'b', 'a', 'd', '.', '|', 'b', 'e', 'e', 'n', 't', 'a', 'k', 'e', 'n', 't', 'o', 'h', 'o', 's', 'p', 'i', 't', 'a', 'l', 'a', 'f', 't', 'e', 'r', 'h', 'a', 'v', 'i', 'n', 'g', 'a', 'f', 'a', 'l', 'l', 't', 'h', 'i', 's', 'm', 'o', 'r', 'n', 'i', 'n', 'g', '.', 'I', 'f', 'p', 'o', 's', 's', 'i', 'b', 'l', 'e', 'c', 'a', 'n', 'y', 'o', 'u', 'd', 'o', 'm', 'e', 'a', 'q', 'u', 'i', 'c', 'k', 'f', 'a', 'v', 'o', 'u', 'r', 'a', 'n', 'd', 't', 'e', 'x', 't', 'm', 'e', 'x']\n" + ] + }, + { + "data": { + "image/png": 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4xPFXHJehe4nO9fgKqhh8uWAW9NbTrq6ruh7mK0ytLMusen73iqJAFdM1jVaKbSBhMD6SMDd4CcoZQuKVgkZeWeub8ronftNA0i8JCYlNgki88Ce76Po2SbE/Ft8PNqbqCn/GV0zOXNdVXFdXSfF2LyqK4lgrXJIRvJ5d732+X6qq2ra5ec0hIXGdsAlmQWl5vCIk/ZKQkNhwBImXd93BGY5ELvyyfLd55kIVG4wUTWX6xfZEVVUNw2A/MCJCXHvLsmKRKBEpikor5wPTNIkUXPPYmCv97iVesfC9mOuCoAYmOZkISb8kJCQ2D8rK+Ne+zd4iOPwpR+h2Xdc2LW+/o+K6xEJYKKS5rmtZxk8ijWmKpoUabaTHLkjybJdM5ja+ASQkbjisu3Ew+CpJ+2MQkn5JSGwg1upd4WMnbB1rRCPWyhhWUwZfAYJVWH14Id8P2aGef8v18m2VgpWQfcJ+kp2QYDCGUJ3oOw2KJ4aFFD3Pmsc9ahSHjwujeLHEGsUB8sVNFFMW7aG8XcAXn0nMgkvuy70u+BRLX5lXGa9I4ubGui88guOGEjh3SBGiZzUqwCb4kPmKyp4M655REJJ+SUhsBq7ufa47bIlYa5jEK46zPgcs8RRFqke/fGVrNJ2LP2xSBp/xsU4WQvKiQbNhOzgN8+JxVtxE2Sgd0QuNhJmDYzbSSlpzRbrMBIvT9xFK3Ix9mnXL45s2xFIFwc9RrHvdOyUk1gXrLidvBCXyjUsbYYFtAkm/JCQ2HE34yhV/2HxEWK+RwhU2hwe1FnG2DpZ/NWJYI2OEsvIoH4GONMiuXuMp1JBMuGr91nZdl33OkCj+vGL5g8txXxM1p3FBwoQP3llMP/mVj/D5MqVAswfZW/Os616RkFgX8LrxGvvYRqtQVz0yrwsk/ZKQ2ED4XmmfUlL3fh/RWd8FWZMhpq7yRIKocy3pB9mbV7sVNIW/1VYGjOBvFUVrkG/DEjUqD7Ml0QLSqJ19RlLxOYpLZ9EmWBeWZVGAq5HwlIPqWrDkVK9vgH41Kr/oY7caY6WExDXiisr9DYLg6nHddbtGkPRLQmIzsHr6Enz5mxnX1ogm0zPnLn4I/qrJzN3chyNI71zX9alfDPh++RKngG20yf3ePQ2bnY2P3Lau666wbgpgXzGx8K7rIj6Z4vljIZwY+/U3QpAAib5o5Nk0xfYUvyXBbU4kkU36GIdPI+G8vy0xO0psRdRdZ14Fp6k7Ct00/VbSLwmJDcfqJW7EwfKdU9vkV1CJ1hdiXj4hJ1gMHxlq4nJed2UJehRkVEynfF9Z1mWhS1EU1/0J+WBjZQBW3asilYHflXexfvkVASRoSJgJEB2Db9N1vRFdZlVPVKHclbs+ffn6PpAw/bgrNxw0ob8IzIF+hV/5ov9LSKwjROnrWpSkK5oLrh3BlDdNFZb0S0JiA9HI+NhoesamOZ6PefxqpO6slX41yrdR+uLULoJ3C/psdk3qVXdQE5UYXBGNa3xFkIVsWsv42IheuIKvmxh1ohGNY6ti8FdoOvaRBxVr1A4wPvrAz1rc6MCniZOglonJiiE5yNPeQqFQ3XyRmqZpvudY92YJiWvEelm33ZXOGOtOjMTRhtdym7YskfRLQmKTIL7SjaZncWr0aS1176/VamsqQxN1RBx9OGtOH2Vgo5gYrEFEXXpBwtBGKxUdw6g2Sid4kYhc169OYazECdxBuG79KPZB+kWXSU/9IRHlCdIvGB/Bt1AMXddDoVCj51Iul5laMZAmzrJkMoejx3Vd5/7AjY98ERSNybpt27ZtN6Jf0WgUBBEBafnYABl4QuIGh7tOXvx14UtZXAduAiT9uqGxLquHdUlZpnN16TCRwgxtmibmTsuyIFxxgCtR/GCpQ5xxmYQ1WlkGFSPxZp7sg3VUFKVarfoSxA8xx4sFQ5FCoZBpmrZta5oWDoc1TcO8zmqcyJnE1aSYKa1U3VbSLNd3kb3TfByO7xRpq+vFY1UUxedH1Xxd2+i5B13mkY5pmrioeScdqaq6tLQkGk+56fgJ1g0bQYFVOAV88jhNcD4x0D/uiUaj4XCYzwBwHCccDlcqFcMw4vG4pmn81EDgxGIEn1EQN9p7d40I1v0a01mv+HyNsFUES9+qSWmgJ/neZUC8U4wRWPeGVcJtsLHGlxS/aJvTDyX9usmxXt1IpnN16QRfZgzQor82CVyHf+UTPPgDNZgmfeOIOPb58vX9Fh9CoRBnJFIuqDsi/QKgNmFwZM2GhRz+n8sg7mTkjGgloRHL4yMiDN91JlXBegEcN5+/9VEZHxqpQWIAWB8x4vb3nURJwqwjDus+BB+fmIvYPTiFYDNyImx/dF0XTAv367qez+eJKBaLRSIRiJ3JZLJSqYj5ulfSGG609+4accX6rjWdja5X83FGojmCj/v69kNJvyQkNhDBhR0maWZa+KAIUpBvcsUHEKAm1CFIv0TDFnmTq89XrG7x2ArGZjUxuChXQdd1mMZqtRomeF3XTdPklEVqJSo0IplwBa9zqrf6VDyTn4/b+Yrt4yKOBx8rumr65Vu+Kyu3R/hqRN6hRiKVdD1Fsy79ogADEysrlpnpLHoF7I98v2makUgEf+Jb8hy/8HM8JnwF6c5XzUYtc7NivYiLJEA3OILca73I91VD0q+bHOu1WpLpXF06vqR4yuSL7ELkIwrMJ3DFsixXwGoKDPOTOJGz5BbUOUCbmBpyCS3LCtIvqCxcGPEzs0nOiAmEmB1/Fn28SDBuMn0BmEr6GJiP2YhNxLXgNhSpTCOa1ch3TUzZVySukVg2TkdZKVaxvc/HverSICVwrJAvL77H1z4opK7rqqqGQiFFUUKhEFgXgGThqcYN6GvVurjR3rtrhI/UXns6zU99uHbcIO22deGudEK4vu0p6dcWw/V6zTZ6jXiz1sv3LSZg0eFJJA0sV5BARPA/pnPRBFk3X/FP0A6fj7w46IgkQLRyBqWjIF9k+YRTM01TDC4lJq7U8/0SrwfplI9t1P3sq7KYCzcp3MyZNgVbbJVQPNnMFTal+ugmE6Agu/XVKFgdkUdygm7A6Mz3s8c9eXst8atQKATPQlBMpIOHBSbNJcQWAVx0BduZ2FZBXK9x4BrpUfO8roJuNkpno8cxSbOuDq7gv99k/NxkSPp1k2O9hrONTmet2EL18n3FlkdX0GzY9Z59fZgM4YOPfjWaOcT5m+mXjxzQSvkkWFrWSNh1XTR9+ngh5n5W7xq53jcyPuq6rgiyHH8rqmIi73GEUAu+pvCxRrEWQfrlNHCRbrITUGxqbk83QGfF+vqKKjaL2D78ZMX0feyN/2fK5csInzmaFz8py7JM05ycnMzlcrFYbHh4OJlMVqvVWq3GcSjQqmJMsrXSr+s1Dlw1xCZdx3Q2mj5e93bbugj26muk3dcOSb9ucmwVmnKzpkOClz1P/yAH4s5HxQv7JLpaiyyHCZBPAGtEv3hmVYQIUqJk4qsszyKcC9vsRHMk/0+CL78r+L/zDkFaycBER3WRNolmQS5YXVbhBvYuBRkhWgklZ13HR79IIENBNHruMBqK9yieD1bd8q/S94sb31eeurRV/ApuW6KDP2BZFhgteXwUjV8qlcbHx13XjUQiu3btgktfqVSKRqOcOP/PomkQN9p7dy0IktprT6cRNpp+bWa73Rxo/tQk/ZKQuHkgvudMFBRF4Q2GblP1azX0S/yMHYskUCvOglb6VDUSk3AD74L02SJJGKF8/l51Ie4woEA0V1pJOFzBH18RYjqIWbieGEae1Ofjdtxua/L9ahR+VixSEzrFkhiui4+p7v1KwPzKjU8reRWXQUyHhJD9uK1Wq8HZS/FMLfAA6+rqmpycPHfuHGTFgYGBaDRaqVTqpt+cSWxpKCttT9c9HYlNhnu93e1FSPq1xeBbBDN8qkDd63SlJVoTrFeXFfWAuldWXy/fn2sqoThj8W95IlxlUj7q49MzuGCGYSAyVq1Wi0aj586dy2QyrmdPxD0s2/DkKtrRSFDCmEzULQYnaJqmL7Cn7xifus2OxJmyOAFXM260uqmRp7pxMzIataHIWkTSwGFOfe7tYvOKNAs3OELUDIBv8Fn3Ghkfm8AVHKR89IgvirpRsNZMyxSBZfoS5wSD3vSOEKrD8QKuMl/H9UQiUavVqtVqd3e3YRiWZRWLRVVVe3p6VFVNp9M//OEPc7ncm970ps7Ozng8rihKoVDQdT0ejyMaRTgcDjaOyDj5MV3L+8Jo3jdWk+ya4Kw8fcEVPPnWlKnYRIrg6tfo503G5KtD3URWn7IiOPmJD/SKKYivm9t4GSOur24Eqhosp/jqiRc3otc1gqRfEhIbCMdxWI1YWloiolQqVa1WMXf6CJwriFs+AhSkRL7hg+dCEjQksSQiExInDHelU1Sw/CK4YGKxxdQcYeuAyDMatQ8b1xxhl0DzaSBIB2klFRNbUjRHXssc4OOUtNL4KMLxHOZo5XQoPiYK8ABfRYI/9BVDrLIvEfjUO45jGAbH/arVau3t7a7rhsPh55577lvf+tb999/f39+PrZHooiQYwa94ariEhMQ1Qr5jEhIbCEVRcHqMaZrJZBJeOCR4gPFtuCi62F8L/eIC8AzNkVGDP2nESxTB+OUK7mhB4qjUM6KJalYT6qMEjGhN1qA+pihSliBz9VFGsQxXoX6R0Lw+EiZeRAs7QqQxClCoJmtxH8Sa1v0cTCcWi0E5cxwHfY+IwMnS6XQsFiuXyz/+8Y+feeaZ5eXlPXv2RCKRSCQCV7kmOw8kJCTWF5J+SUhsIEzTRCTMYrGYyWRM05yZmclms6qqsnVMZBuieOMz/4lmAh/LEa/4pJEg6EoOEGJGIl1zVp4w6CuAmDtf9IWGD8JdqV01qk6wskHVJ1jrRhzrKkwM7krLY13LBV9xVx5J7iuhErCbr6kYjX7CF5l7KYoSjUYRC9dxnEqlAlnuyJEjiUTi8ccfr1arsVist7c3Fou5gn12ree4S0hIXAUk/ZKQ2EDwEciZTGZmZmZ0dDQWi+HARBZmRLrTKB0fxXEDbkPixCxqM77PTAKC6fMHUcgJOsIHyyamyb5fYplXT3d8qpLSAHXZnq9IzTnfWulXsEjBTOveHMxavMdXWV8KQa5ZtyV9T8fx4rE5nvu/aZqVSkXTtGQyaZpmLBa74447yuXy6OjoU089dccdd0SjUcXb4lBXnJOQkFh3yNdMQmJjAad7XdePHTv2T//0Tx0dHTh4m1byADCGKxIOauztJEJZ6c/eKOiXLxcxSBiHq6g75fsirStCeAvf/UpTIuX7uZis70MQdVMQrzRppbU+xLpN16heTWrha2rx27oP4oqt5/s5vLhAodgM6rpuOByGDJZMJuFrf99996VSqZGRkdnZ2VKp5LouQrZenVlWQkJirZDql4TEBqJcLmuaVqlUIpGIruuxWKxSqZRKpVgsRoFNiFetyjSy1vmmcFopF/lAAZ9913URxlNMGZYpn1Ux+EHxPLqUpkKRUo948Q/r8hJaKW45XmgrEuxurNvVld98f64GdY2PXJ5gewYbnDyvLx9tonrud750gtJmIx4Gg7WqqrqusztXKBTSNM22bWhgmqblcrlKpVKtVnt7e7PZrK7rjuNAuXSE2LkSEhIbB0m/JCQ2EMlkkojC4XC5XH7DG94wMDBQrVYzmUytVqMA/aKVyhZScL0wBM1jFvhmaLEMdad2akDOfBwCBwXyD32185ky3ZXuVsHaBREUsa4IX0UUwXM/eLMYrzVoslwrfE0nJsU5qk0td3yPslKSrHubmDitjoeB6OPQIdu2TdME96rVanDJLxQK2Wz23Llz3/zmN3VdP3LkCMfB512idWNPSEhIrC8a0i/xPRevBHHVY5nEVaBRa6/SnqIIc/a6lOfq0gnW4irqpTQlGasshm86v+qkxElX/Dm4C7zviSiVSpXLZT7zWPwJroghTNmG6HpxGcQ/ORcxKa4ChyoFNE1D+M26hjAfNRElGXA+daVVUakXDhQ/903bYhZUbzwRiYjPZsdMBXWpW05OmaPXqt4BiCKRBXkVy9ycJAUhqmiNiFewsj7a5Lu57oPz9Wqf2ufrsa7gO4inkE6nobNWKpVoNKppGsJPgJA5jpNOp19++eUnn3wym812dnYeOHAA7omxWAx0TVGUarXKPou+p+lrDfHPNWE1s8Z6jVGNkhUbc73G1TUV4CqwVWZb0aWV6um7Pqgr44Tx+LbR9eWhjASp/uqsEFeBdVC/Nq2sEhJbDk7g0GvFU2v4Ht8bxFZIdp1mfYuhBsKGKSt5JBMRZaV1j02HItdRVsapEqclpCCCy0YCLRB/G6QatJKLkMCNxBKK0e3FWohkRRXiU/jy9XEvVQgAIcbiaj6sN7ruCCdHiRXxPVnfUxZb0kfg1JVm2UalEr8Vs1NXghM0DCMej8P7PhQKRSIR13WLxSI4mW3bL7zwwvPPP1+r1YaGho4ePdrS0gJy5ggneHJbSUhsPjaIdt+AuCb6tTn8VEJiq4PfEXG+pCtF1BQFG2flYUQiKMC9KECwwGxYRgpqYORRFi4Sp+wLo0XCYYJBCijKcquhXxyT1qdyUT2eoQiuaa4XmwNXmFaK5YHKyOqXGoh5FkQjVUwN+HhRYwbG94v0i4SQZkpTy2Nd4GbX8x4TH6vYPrVazTAMVVVx8iNaKRqNJhKJcrk8NTX1gx/8oFQqveY1rxkeHm5paQFRq9VqcPlCtNVXzvz3ioXvzb3uqFuYm17ZuUr6FVyv39zNJCFxdeBZE1xBUZRQKARPZ9wQZGAkmMwa0S++OehrBfjELSY3TFOC9IuE87OVlTEjOBFUwXc2pZj7WukXWIKy0vLoo18iLeOCsXWDvPGHayeyIrEBxaZupO40ol8+9Ys/uwGXfKZfykqKRgL9EqsTzCsoavquiI812G7lchl8y3XdxcVFTdMymUy5XD5x4sTp06cVRbn77ruPHDmi63qpVOJHiUS4o9Y1PkrcfHBvjEOBXplYM/0SZwhJuSQkmoNnNcuy4H2l63o4HDYMg+/xjX1MTUSyJRrORAbmrDy7RmQeoszmm6SDDEAN+Hv56BdzL1pJa+jafL8wzfsoBdWTvlRvZ58iBHQlwbzLaYqNEKStddv8ivC1hq8uvq9I2FLgS0cJoFFefD8JvM1duXfS1zhEFIvFUGs4EfLjuHDhwqlTp2ZmZt74xjcePny4VCqZphmPxwuFAtYDiidzujLu1ysGzL0UwQWqLjZtrvcNcTc31sH4SNL+KCHRADxtu553J86B8e3tDzIDH2PwqWXBQcr3DorsCmANiVbuvxNJABIUx2K+wfVMeMpKJyrfKFl352MT+oWJn1byFUXw9AoyDLGcXDZFUXC+IQyOgM9IGqQ1qwf7xjWhX+JFJpEkUChaSWcbtYn4v49+UYCq+qTBSCQSCoVqtVqhUIhGoy0tLYZhLC0tmaY5ODjY2dk5ODioaVq1Wo1Go9VqNRKJsLMXSBs3vsRNjBuN39RdGt1QJdwIrI/xUUJCoi5s22bvdZ4sXdcNhUJNRpwgu/J9Dv6QAh5g4jzK9Ev8VoSYiyhrMYnBRUhNmKSpHv9juuPjXpyFyEXIiyIWpDUiTfH5hIlFFd3jwCFUYaNoIx81Wjv9EsmQWFrxet1HQI13PtZtFl8HUIUjyVmaEhtH9ZzlkQI87vlBg+hbltXT09PX14dmKZVKqVSKiMrlciwWC+7wkKG/XjlwpfHx+uFq6BcPDeKoLdmYhEQQ4qmOTIBcz1WcEaRZjf733e+DOJ2L0z9P1T4NhtEkQb5B1GDUlQER+GbfWZC+MtBK+sXtEORerufO5TNKBu2MIv3iouIDU5YmLeZDI+Gnru8XrRz6gmOg705aSSvFKov3+Ogv56KsND4qAd8vIiqXy4qihMPhVCrlum6pVFJVNZvNuq5bKBQymYxhGDB812q1tra2XC5HRHC6hyHYsiyc+y5x00NO3NcXSqVSqfvFtdDha3mia813I3pP3XnuBummN0gxJFYJjuPlemEwTdPkuF+NtCsGT8ONXMVFuiPCZ3wUr1M9lyxmYI34n6gzMd0JFptnbmZpIt+qW0GRjnBqovFOXRkJjAsjUitRn/OVlgL81XVdbPETG7lR44vVaX6PCDaqksApSTDOBmlc3XQaPZdGHnLhcFhZiSumv6brEjcm1lG+8nV7X08QV1xuYzfBtcb9agTxfbmKn68GXCPRvaE5fG9lk3YI5oUPuF9GvZeQ2AzwTCnuzmsywQfn3TWBtaJgsrRyVBU/BFfDykoxiYtUVyDx/VxMucm4Vpcu1OUuwVKJ9WVSKFrTgjtMgx/Ez2LIVvEZNTLGXXG89pXfJ3pdcXLiuvgek5iOqH6tss0lJCSuOyT92mJYx1WOxCZD9aIx8UGKq6dfVxEGs+7qk4mF+BWtpBq+O8UrXGDDMOoSI75T5HnNuRc15goiw+B7eLnpW4iTsBity1wbtfZq1K+10i8xjK3vzroMqQn9qvutujKumI+/+h7uVUCOMxISGw1JvyQkNgOYCJl44SxCCvh01yU91DhOVaP51V25V44vijv4KMAJgspQXXZFQsAIH48R0xGpwBXLH6wyXxfho1l1K96k/MF8V8O93ICvXt3bVoNgwYJEvHn6dVu47pW65O8ayy8hIbFekPRLQmIzwLMjBz6lxnqM74dNpv8rZufjGY2m52AZXMHHKIi6nuMUIBN8TyMfNV++dUlVIwmtCb3w+VgEIdJBMcdGPmFrpS+N1LW1+rI0oWXBh8vm12BrXLUMJiEhsUGQ9GuLQa5WtxaUlVvzaKUL9hUneJ5W16q+BHWsoLAUVNqCaKRaiTsBxevB1Faj7gRphFIvWAMFPNCbNBrgo311Ra+69MhX4NXQLN/1ulk0Ut3W2v5BgiX2MV8DXsWgIceZrQVJr7ciJP2SkNhwiLOjz4jG9zSnX1eRIwU0GFcIZMCZ1s0iyBJ8ZMJtsPMxmGAjpQ0I+kg1Ikau51bf3B7ny93XDvxBDGAh5i7StdU0+xWnPV9J2Ojc6LbVJELCTg6fcKgIQcxXk7ictiUkrhck/ZKQ2HCI9Kv5FuV1tBPVTeeKvlDBK8xgfLLTFQ2CV8yUBJ1GZEhuvR2UnJ0ieMjVtaX6SK2Pe9VV4+oSFJHENHpqzVUxkQkpKx37guWsm44qHDFOK42zdVvM155SxJKQuGGhr9Wl90bDasq/VeoSRHCA3rp1eWUCE2HQdLjW57jWeXQdz40JSkeruX+VN4u+Vk2yBtxVxNepSwqvmPJVv1bNf3gt3/puuyKFXSvxXU2mElsLqyH0NxSaLCpo1e/yaiCq7OLKxLeMrFuMjYM820tCQkJCQkLiOmMTRJMbipVK46OExAZiQy2JEhISEjcB1kuNXlOO1900r2/1YX2rl1/i5kaj/rnWN3+jjZUSEhISNwI2Tfe67uRBql9bDNe9x0isCVL9kpCQ2GjcHMutoPFxveoV3KPTJHLNpkHSLwmJDcR6DR83x/AqISEhEcSmGR99+4U3KJdVoqHx8bqXbJXY6uWXkJCQkJCQAKTxUUJCYh2w1mjpa02nEa77yCIhISFxQ+FGGxWVUqm0zimuRKO4XKZpbuguU8SDVrwjXziXRtNY3TjgwRiYPulSjB0iZrQu4GTxGTUSo3KLZVvNNB+MIU4rDeFc5eBXV1H4Vd7Z3AZ/xbCWda+sNffVo0k/qdufG8WzafReIEJYMHS7L0GxH15d+Vd5my/oFHfyRv2kUfrXHodMrHij5x5E8361cf0kWLYmL5cv6qz4c98hSFdcwfNhULTy2V11P18lgh2+SZmbhKdaa/9pPgbW7SfBEorp1x3wg+k0OjN0reF5G6HR+NxoPhIPMVtT3/b1tybvUd12a4RGh6Q1Gvc22loltidDzNr3iBv1k6ubp4JAP9HXKzwjHwYiMpImxarb3a8vOfVRK/zp60a+7k5CTX0T1TUCNAuth7xAvxqNXI3ybTRMoF7BKvvOyFv3t8KyLP68mrZqfmRy82lY/Nw8vOeaULefoJzBJ2Kapu9Xdf9kNDr0pu4YQY2HubXCNyxyRqFQyHdn3ZVGcBrzodGR243K36ifNJoOV9OejbBB/YTqzZe+fsJdCPVt9EbXJeJ8pdGzEO9cx3G+7nVuN3GMarLMaLSMbNT+q3mOIhr1EwqMacGlTnAmDiZe99CqdRwtG/UTXzH4szgeir9q/l4Ea9eEXtRtt7XSrEbpb/TUb9u2+Ih9+dZthLr1Xc0yQESTM3OJSKlUKqsr/6oQfEhXZIsbRL+wCvRNFXyCxxUhLljrFg9JuStlD8dx1ms6JGGeA7VVAufVNF/5Nb+H1Uff6kqkZeJX60gr667O14pGw6s4mIrv2zo+FxGckfia1Z32rqKawWfXRDa4RjQirzxM80Vx2A32kytOzz406reN+knz575WbFw/Ed8aMReul+8rX/v46l6Xbvqmk+D0sNGKggimR74upGla3frSyg7Mn9dK04PRzGlld/Vl0aifi1NDsJCrT2etb2WjZ2RZVqN289WR6kkAPFk0V5uCj6DR/b6zYuumsBqsZp7aOASbMViv5s+3Ea5yFlsv4yPTEWqspYsQh9cmt101fPSLeVITOuib7VAX3+qf77Esi+8RM1qvVSYXFdzLx/PW67UJTvCgZcEhfq31alQescxNHoevVEH4zsKrOycFX7a66TQvQLA8dfuJuPoX7+dh1PftFVeHvgfkWwnwPWtVBVa5emvy3FES1CvY7EG1zJegD6LK1ahUvp5f97lf9eFpG9RPRHWc03ddF+0TfO8ajYeNpv9G8DEP/mHz9zGIta7yG/WfoKonvi+rnwKaqwgUoCC0sgUaDXerRHO6v5pJurmKH4TPOkFCdRqNJ76aAo3GB19r859XpL++Cq6VTl2vQw59vYI/++bH4JTkq+D6qnrrprTjNeMe4N4AZ776Xrnm9Ct4HbW4Ik1snuxVg/MV511xmvGVqkl3rzs61J1WKTCK1SV8q8FaX7+1Dlu+1XawnL5pda3TSSM06ieNyi+uzsUUrtg+wQm47nSyXs8lSEGCDSvSiEb9pHk7rL48V5xufcVb6/S2mf2k+XjoeqphoxnR9ysxHd9cSwGjvDh0XHX5RTRf5gUL3Ki3X/V74cMV+5uvnzT6baP2bETNxf6zmrZd6/TcqJ9wd/V1A77uG0BW4wywmvI3copYq7PBRtOsRmhk3PfNj77nDqx+8RNE8+XxuhkfG80NV3w9mpObaykPF8BHLFafAuhX3ULWNT6u8lVcZe608r1SFEVV1atot7o9KTj8NZrXm09Lq8m07vVVTttXHJ6a0K9gdqtPf/XAA2o0nQS7xGqmmSazRaPV/CpxxZ80X+1xGdg3pVGD+9DIeHTV/aTRc19l+hvdT3zPsS57Xk1FlKZqXyP6JaIJ/2iCtbZnIx9TLlgTNtOIaIpYzVHrYlJXpF++jBrRL2rw3gUJLjUd/9dKKxuNz42oAG/Z8dVrlVsBVj8ON3l2q8Fax/n1gq89m1QH8PWfK+Lqxp91U79EEU/smteL7fpwxeE1uKRAV45EInV/aJpmsK+vo+8XHO0psKWl7jDdhOY2qi/qFXy9a7WayBtW2flWD195rvhcVpnOeo0OV0SjfhIOh+uWyjCMukVd/TRTd/4ITgPXCLFfiWmGw2FfJ8G3XC9fP0E7BLFW9WKV/eSKz3eVw+IGDVO+xuHxJPjeXftWg0YTc/P+tlY0ms7Z6OzLyDCMYCOIN/iK2sh4vUoj+xX7yRV5hi+p5v0nyOHWqyM16ieNlt/cPmL3UBob5Ru5EV/x/rq0NYhG8+BanSXWC+KOcoYbsOQy7V5rfRuh0ftyefm6joEnWAYQu2ajxyAuL2gDhj/2/eKC+XIMFp5Wvpy+YdFX2kau9+u+c8pxHOzaUASIJcGHKxpffKs0Nnb4mAT7HPje/PVSv9YqYjdxuQ1moTQOzNGkH9a93giN+gl2OAYfTaNOfsVVqe9Do2l4rc9l9dOJONz7OgkJvim+ftLIl6vRtNoIjfqJpml1n/tajSCNtkqsVz/xGRO5nzRyvRfz9ZVHbHaRdovsn//09bq6q7XVoNH9TdSauhNV0MfLRyN82a3V9V5MU0TdXVY8bgd/K/qSiu3ZyDW77vTcZJxca3s2cr1vRF59/YfRaByuq7I3mSKDWYvtE8TVjasbh+DDDZbfN8PWre9Vq/g+XA48MTExcRWVaZTc6rPfaBe8jU5nrc29XvmutTxrTX+jX4ObFTfrc1lreW608jfC9SrnWvO9ohrhI1hrdbFfL1yv/r9e4/N6LS/XC1dB9zeoJMBWea8bYa2+oWvtb43QvN30RCKxpuTWC+tVPQkJCYmbFauZ3kQGtlWmQwmJGxmbw0/W7XVdr9XJjUa/brRyrld5brR6bXXcrM9FvtfXN98mKk4ju/Z1wfXq/xudbyNcr37SCNe9A9zguDHHMblakpCQkJCQkJDYVOjrtRNhvWzwNxqLv9Fs3jerj9FWx836XKTv1/XNd5W+Ste9ebeK79da822EG83367p3gBscNyY/keqXhISEhISEhMSmYt2iJKzXTsb1YpfXy6dto8t/s/oYbXXcrM/lxvSZuHZsFd+vVSbIya7XoWdXV4wgbjTfr7UGgGiEG833a6Of+1Z5rxthlfHPGJvTn6X6JSEhISEhISGxqbg+SyUJCQkJCQkJiVcsJP2SkJCQkJCQkNhUSPolISEhISEhIbGpkPRLQkJCQkJCQmJTIemXhISEhISEhMSmQtIvCQkJCQkJCYlNhaRfEhISEhISEhKbCkm/JCQkJCQkJCQ2FZJ+SUhISEhISEhsKiT9kpCQkJCQkJDYVEj6JSEhISEhISGxqZD0S0JCQkJCQkJiUyHpl4SEhISEhITEpkLSLwkJCQkJCQmJTYWkXxISEhISEhISmwpJvyQkJCQkJCQkNhX69S6AhITERsF1XXxQFOWqU6j727rXG928yozwQUyBL/KfqipXjBISEjcDJP2SkLhp0Yg5Nfl2lfAlgj+b0C/c0CTHul/5Ll5LgSUkJCRuKCi+9aWEhMRWxBX5jXibePPVcZpgdqssgISEhIQESfolIXETwPcWNxG9XNcVb1Y8XEVedY2PjX7VXBWjAJPz3d8oZcn2JCQktiik8VFC4maASFCYvvgsg74PV6F+iexNTMR3MQj22RLlNyJyHCdIAUX65auX6PulKIqU3CQkJLYoJP2SkNjaqEt9fAzGdV3HcUBfRB52dZ7sSI3WYny0bVu8zWcDFYtRV6ULpg/uxeRPMjAJCYmtBUm/JCS2PERGJV6EqgS2BPqFP4G1chf+4VWUkJUqMTVf7j6+GKwOCSRMUi4JCYktDUm/JCRuEgTJiki2gnZD30/WlJGmaVRP/WpufAyaQaGikeeFdsXyMIOUupeEhMSWhgyiIyGxtcFWRRgWiUjXdcuybNtmnyrbtjVNi8ViiqKEw+FwOKxpGv4HAbJtO8je+LNt26ZpOo6jqqqmadVqtVQqqaqKrImoVqvhg+M4lUqlWCyiSIqiaJrGJUEJ+VeapuGiZVn4qlwuc/mJKBwOm6aJwpumqSiKaZpcKvwEiVerVbZv0kqhDveI34pNh8KgVGi04G22AJG52rZtWZbvim3baFK+gS/y9SDLDEqDjuOgMCJJRZnROEFcHZmWkJC4LpA7HyUktjzgwG5ZVq1WA80ij1swLWMeZpqm67qhUAiKlM/9q675kv9kHgD1q1argb6YpplIJECbUBhN0wzDcF03FotZlsU2UOSo6zrYia7rKKqqqtVq1TTNVCpFRPl8PplMappWLBYVRUkkEsgOv0UuoVAIVAaJrBL4ySqd3nhnwGqSbb55s9Gv8JhCoRD4Fn6oadpVuOVJLVBCYgtBGh8lJLY2IA4RkeM4uVyuWq2Gw+FarQbeEAqFIFzhNkz2nZ2dbW1tlmUZhhEKhYgIVAZsgyd+RVE4cfJMjcx7wKhY4gIrAtVDmiiASAHJowi1Wi2Xyy0uLlar1UQi0dbW1tbWpus6sqjVauFw2HEcKG0LCwvhcBil3bVrF9JBmuTxRVbUUB7yJCvYSVEFV9gxAJ6KFNgrjqU4RVF0XXccxzAMVVVRGDQCu80hIzFffhxQrdAsPiNpuVwOhUKapjHNQjHwJ7cAwLomPiNZ1UOwJ0juJSGxhSDVLwmJrQ3wGyK6cOHCc8899+6f+ZlV/cq2QWiSySQJ9CW4DxG6muM44XCYiCzL0jStUqlEo1F8BrkxTXNsbMwwDNu2u7q62trawN7wQ6ZKyCWfz585c+bo3XevtbLFQiEejzPzQ3nAhHxaXRCiOGTbNhM1/haEj9tB/FVQ3KLGdIefCNe3iZTVSLJC0/kIGad/FUFDJCQkbihI9UtCYmtD3DmIz/+///AfEolEJBIpFAq2bZdKpc7OThAs8K1f+dVfhcsUm+18/ABzv+u6oFy6rsMyiPvBveAHBhuipmmlUmnX7t2+shnlcrVajUQikJFY49E0rVarEdHv/s7vaJq2a9eu++67r6Ojo1arRSIR8pzJFEU5ceLE448/funSpUwm89v/4T+wsCS6bZHguQ+VCMSFRS+xcfATCIFoBN5GwNwLWhdfNwwD7QCwAMbMie2GrGaJjcBUDPQO8lgoFOLy8J2iVxzA34p8UdyjIBmYhMQWhaRfEhJbG0wCuru777nnHiL68Ic/rChKoVB49tlnFxYWksnka1/72lQqZds27JJEJNoc2SIm2hmZJcBDKxKJVKtVIoLbFvzuLctCOuSRjN/8X//Xnp6en/7pnx4aGlJUNRQKsS2PiKCi6boO939ccV13aWkpn893dHToug4yV6vVWlpaisXi5ORkoVCIxWLxeJw8ggIqo+s6GImqqlDddF2HT5tlWfB5NwwDF5kpwpc/kUgwZwKzQS1gQq1WqzChRiIRbFbgvQVs+0MxWHuDnRFucEiZC+N6uw1Af9EU1WoVZk20pGmaKCR5PvvcpHi4aCiIYWgiSbwkJLY0JP2SkNjawPwNg1dbWxsR9fb2RqPRUqk0Ojo6Pz/vum53d3dvby95Wg55Ek6pVMrlcsVicWlpSdf1RCLR2tqazWaj0SiY0Pj4+KVLl1paWvr7+1kNMk3z1KlT1Wo1mUwODAzYtp3P53O5XAtROp0Oh8O5XO7kyZMHiFRVxT4AMAloP/iT9ZtwOFwoFMbHx/v7+8PhsGEYjuNAA5uamhofH9d1PR6Pi3HzAdu2q9Xq/Px8oVDAJoBEItHd3d3a2grpS3TMLxQKuVyuUChgB2UkEkkmk+l0GikzQ6pUKjMzM8vLyyBViqJks9nu7m7epAnSUyqV8vl8oVCoVqtILZ1OZzKZaDRKREwxiahcLqOEoHHZbLatrc227YsXL1ar1Z6enkwmU61WocaZplkoFBYWFpaXl1HOvr6+bDYLLZN5tuLFE0GDSB4mIbEVIemXhMQWBrsBERFbEkEmIpEI3KRKpRLEG1VVIYARkaKqClGKKNUgZZ2oWiiMjIzc91M/5fsqQ5TxPi8tLlar1VOnTk1OTu4hcl13bm7u6aefLhQKB4gqlQpsoJFIBLIZEwjwsLa2tmg0Ojc3NzY2Njw83N3dTUSapoVCoVKpdPHiRWyB1HW9UCgQUTgc5s2S4UgkSZRsUH4YBYnIMIxYPN6kpqZhIEJEMpXSiQYbtIZpGDB6arqeIEo0SE0lCjuOaZqWZemhUJyoP3CPRrRT+DMu5BIham9cI8s0UYZV7seUkJC4YSHpl4TEFgZrQpBPXNfViMLhMCbparUKAhQOh2GJY1shEf3tgw9evHhxYWFhz549kUhkdnZ2aWkpFovt3bv37rvv7t62TdO0gYEBIvrMb/zGbbfd9pa3vMVxnNbW1m9/+9vf+973Ojs7f/XXfg06GXuIu64bi8UqlQoCdCEgBWKMQbDBlkxVVaFv6bre0dGhKMrs7Oz09HRfX1+lUjEMA4mcOnXKtu0DBw5MTEzMzc0RUSKRQC2gM/3Zf/2vS0tL4XB427ZtkUhkamrq9OnTe/fuPXDgwOte/3rLskD+iOiP/+iPqtXq8PAwtj3m8/nFxcVdu3Z98EMfgsPZwsJCkugPfv/3E4kEyqyq6tTU1Nzc3ODg4P/3U5/Cls+lpaUs0X/90z8dGxuDXPeLH/84Ef2H3/7tcDh89913v+GNb4SPl2VZOtF/+/M/P3nyZFdXl2VZ2WxWUZRKpZLNZs+ePRuNRt/znvfs2rUL0TSOHTv2zDPPnDp1KhKJ7Ny5k4hyuVw+n3cc5zWvec3rX/96PRQqlUqpVAoWYd5SSp6z2tUdISUhIXFdIOmXhMTNANEaJf4pyiSKopTLZQTWIqLR0VFN0970pjft2bMnmUwuLi6eOHHi+eefP3HiRFtbWzdRNBqFHBWLxc6dOzcyMnLnnXdevHjxzJkzkUhkaGiIiMC99u3bt23bNiKqVqvt7e0HDx5sbW2l3/zNdDrNQVNh4xMDQxBRMpns7Ox0XXdqaur8+fM7d+7MZrPwkRobG8vlcul0OpvN5nI5mD4XFxcjkUgoFMrlchmi8fHx7u7uAwcOHDp0yLKsmZmZcDh84cIF27ZfRxQKhQzDuHTp0n4i27YHBgbe8IY3QBo8derUs88+Oz09jTJHIpH5+fleIsdxhoeH9+/fH4lEbNu+dOnSyZMnQWsMwwBlJCLTNHt7e++8887+/sva1vDw8Msvv3z27Nk3eDbWiYmJHUTj4+M9PT2vfvWrW1tbU6nUhQsXxsfH5+bmVFVNpVKpVAqi4MLCwunTp2dnZwcGBg4ePLhr1y7keOzYsePHj7/00kvd3d0HiZLJpG3b5XIZJl0JCYmtC0m/JCRuBtSlX774CIqixONx27bhYF+tVvfu3XvvvffCtXxoaEhV1fHx8YsXL0Jqcl0XDu8HDhx48sknX3jhhWg0evz48dnZ2f7+/r179xIRPMna29uz2Szn1dHRAf3GNE3DMBKJRKVSgULG4bJAv0qlUjabTSaT4+Pj09PT09PT2WzWNM3l5eVTp05ZlrVjx45sNjs2NoYqwAuKiMbHxzNERLRr167XvOY1IGednZ2xWOwrX/kKyg/DZaVSISL4XXV2diKdzs7O7du346tYLMaioG3bqVSqt7cXOxNbW1vT6TRvVlhYWIDO9Na3vlXX9cHBQW7wwcHB8+fPLy8vc/vPzMzsILIsa/fu3Xv37kX7wLXuscceg6O9bduQA+fn52dnZ3VdP3To0NGjRyORCIJ6lEqlS5cuzc7OXrp06SARHNqg/Enjo4TEloakXxISWx5uveh9YjRRXMEGvXK5DGejbDYLCjI+Pm4YRnt7OxG1trbOz8+Dl3Cyd95559mzZ8vl8iOPPJLL5Xp7e/ft29fV1UVE4FV8ZygUqlQqhULBMIwwETZLsr+XGEwLH/L5fCgUws6As2fPXrx4cXBwUNO0mZmZiYmJ1tbWvXv3RiKRUqkEugb2Y5rm5OTkQaKuri7eIKmqKiyhsGYSUbVaTafT6XSaiAzDGB0dffLJJ8PhcEtLS1dXFxQm8jgNGJhhGBcvXozFYrFYrKWlJZPJDA4OIuZ+NBrloPw7d+6sVquO4ywuLsJVyzCMeDwOaogNnjB6ZjKZ/v5+7M1E1I++vr5kMrm0tITTmUzTjMViMzMz1WoVG1FnZmaIqFQqJRIJVVXT6fTS0lKxWERpsafS530vISGx5SDpl4TElgcHguKwVRwZgY19rhCnHr9aXFw8c+bM6dOnOZCV4zjz8/P5fH5+fp48I5pGNDAwcOedd54/fx7Wut27d+/ZswcaTCQSSSQSl6NeeVnDPohvUR4xGpYYVQsiUDwe7+joOHny5NjY2K233trd3T01NVUoFPr7+7u7u/P5PDY2EhGOO3QcB3TENM0XX3zx+eefR8CIfD4fj8cXFxfB1fCr1tZWItJ1fW5u7tFHH02lUolEIp1Ob9u2bWhoaLsXKB/sMxqNnj17dnJyMh6PZzKZbDbb2tq6Y8eOLiLyonUQ0ZkzZ86fPw+96v9DREQnTpzI5/O8dcC2bZQwGo1ms1kE9YjFYjB0plIp3BMKheLxuK7r2OpYKBSee+6506dPk7drIRQKzczM5PP5hYUFftaiGVQyMAmJLQpJvyQkbgaIMTxBd/g6xyNFiAox8jsoF5yr4IG+Y8cOIspkMrhneXk5S6QoSk9PzzPPPKPrOjgNSAMRJZNJhMXn8FShUCiVSnEucLoH/xCPjhZDUei63tfX193dncvlxsfHo9HozMyMruvt7e0ceQsJol78JzzPsK0SBx+Fw+GOjg7QL/BC1OXuu+/O5/OTk5M47wi+VufPn/+IVx7E7Lj//vvPnj27tLRUrVbHx8cvXLigadqpU6c+JoQoyxI98sgjtVqtVCpxQ6EMYjB6JkYoIaKRIXxaLBZDRAw+KFPxDm4Kh8MI3oETmWKx2I4dO3bs2IHioV5iKHy3XlB+CQmJGx+SfklIbGG49U6/EQ+lYfrFsbIwhRNRR0fHbbfdtnfv3mg0Wi6XbdsGh8BR2UQEEyQRTUxMjI6OGobR2dk5Nzd3/vz5zs5O+H6xbCa6T0Gj4m+hjVE9+yMOPiKi7du379y58+mnnz579uzy8vLi4mJ7ezuCjYGp4H4ERI1EItDeMpnM/v37b7311uXl5XA4DFqDWBtEhHMtwfPuuOMO2PWmp6cLhcLc3Nzp06fPnTtHRLlcDma+GNHRo0eHh4eXl5cXFhYWFxeXlpYuXrw4OjpK3qbOubm5LNHJkyfvvffevXv3ptNp+uQniejQoUM//vGP0bY41BxGz1qtNjs729LSEg6HYQydm5uzbRsnB8BAbFkWooGkUqnbbrvttttuSyQSS0tL2DeKEyfBXPH46h4xLumXhMTWgqRfEhJbGL5QnHyx7p1ExOHmiQixHu64445yuZxMJrHfcGFhwTAMUIdcLof9jCdOnHj66ad37NgxMDCgadr09PSxY8f6+/sjRNVqFbyN9bZqtQqXLyICSWKvJh8dJE/NMk0zHo+n02nXdaenp4vFYqlU2rFjR19fHxGBfIDZYCulrus4qnJ2drazs1NV1dbWVgQvLZVKKFIL0cLCQiaTKRQKKSLHcaLR6ODgYEdHRzQavXDhQq1WO3v2LBGBVsJVK5/PJxKJ9vb2oaGhXC43NzdXq9UuXbqEr8Lh8NLSUj9Rd3f3rl27BgcHW1pauNaLi4uoL445x1f5fH5sbGzbtm2pVApObJcuXSqVSuVymYgqlQpc6WEhxUHgbLfFJtClpaVSqRSLxWJEoGJMoJs8bgkJiRsckn5JSGxhsJ4kymCsGCFyfalUgn+VaZp8qCIRRaPR8fHxF154AQbHWq328ssvP/PMM5Zl3Xbbba/y7HFE9Oyzz9ZqtT179txyyy2aps3Ozo6NjZ06deoeong8XiqVEFdMI0omk47jlEqlycnJHiIiQsgJ+J5DxDJNEyFhiQin7iCMwo4dO/bs2fPcc8+VSqV0Ov2qV70K98TjcRj+iMgwDDC2PXv2ENHMzEw8Hh8dHe3t7Y3FYqVS6aWXXnrxxRdrtdoniRBH/syZM3cQff3rX9+/f/+ePXsQOQw8hiO4EtH09HSK6O/+7u+OHDmyc+fOaDQajUah28HC6Louky1VVUulUjKZRHAvIrp48WKtVuvo6CAiy7Li8TiOGbAs68KFC9FodN++fYqiYIPn7OysqqrYhYp7+vr6tm3bdvz48eeffx5nCeAAgJdffvn48ePLy8u33HLLa4hw0BPMuPLcIQmJLQ1JvyQktjDEXY20co9htVotl8vgK7AnhkIhGBmhU23fvn10dHRhYWFgYCCTyZTL5cnJyaWlpe3bt7NL0+jo6DBRtVrdsWNHV1dXKpXatWvX5OQkWM49XmBVSDIaEfSzJ554IpFIfIJoaWmppaUF2hgfjwhWBIUMLufIKxKJIDgWolHwSdW4gekXOBl2I7a1tc3Ozj700EO9vb2api0vL09MTCCIBhFls1n4XRHRyZMnJycnz507l0wmq9UqdlYiGARIFdKfmJgol8vnzp3btm2baZojIyNTU1PQtMARkXutVnv66acvXboUDoffQ0REhUIBJzyStzkR5LWnp2dqampqauqFF16IxWKKoqRSqWg0GovFQD3hGNfa2rp///5CoTA7O/v444/39/dHo9FarXb69OlisdjR0QE9Eg0IBib9vSQktjQk/ZKQuEnAShiTgGg02tbWBpkEnADnJOLAnDvuuKNWq83NzU1NTV28eBHe8YODg3v37t2+fTsRmaY5MTExTNTZ2XnkyBHsDezp6dm7d+/s7CxiXBWLRUTqQqaHDx8+e/asaZqIvIWYq7yzkoRjpMGKOI4XPKt27doFArdnzx4OD2vbdjKZRO5sdwP9Onr06Llz5+bn548dO4ZTEVVVHR4ePnz4MBFhowAsmDt27JiamkKsebhbdXZ2Hjx4kLx9BjD/7dmz59KlSy+99NLo6GitVjNNc2BgAF5uIF7QtwYHB2dmZs6cOaOqKuhXX1+f6HJnGAZI22te85qRkZGZmZlSqQTrZ29v7/Ly8tzcHPzecCeiiJVKJYRVw7fFYrG3t3fXrl233HILwmTg7MhkMgmHOXn0kITE1oUi/QYkJG4OXI404flgXTsq5fLZs2cP3Xprk3tmZ2YymQyClFKACpiGEQqFLMuC9AXjIwyjMzMzXd3day1StVJBOqqqBrPzoVgoOI7T0tLS/E6HD/Bp2nSWRzGv3MKeUBeORJYWF+EvPzU1FYlEtm3blkgkjh079vWvfz2ZTL7jHe/YuXMnWs+yrHK5XCqVFhcXFxYW4FGXSqV6enouW4EVZWZ6OpFIJJPJWq2mqqpof5Q8TEJia0GqXxISWxsc8evyXkLTJCK4W+GkbUT7FH3eTdOENgbj1/LyMjQhCGDkxaSIqOqOHTsWFxaSySQc9nnWB6Miophts+pTq1YjkUi5XMY9rusqRNVqVdd19lXCXj8iamtrm5+bA8OALTIajeJ4IoRgqFQqiqLg4CDTNEOhUDgcjmqaYRjw5Q+5LoqEb0GhwMwsyzJNkxwnGo2WSiVneRk/d7zDsCGeqapqmmalWCSieDyuui5ugCDHfnIw3ZrVKsEE6bErBJLgPQdwboOXWzgcnp6e7ic6efLkwMDA9u3bOzs70f7Yd2lZVltbW2dnJw4Xh11YVVWcH9DV1RUKhdLpNGJSoMwxotbWVoTq2OQ+JiEhse6Q9EtCYgtD5F6sZMPxKxKJgD1g16Ft2/AcArXSdd30iFpLSwuIEcK1s4eW67rYYIizcZAgdKxwOMxEBwUAW+JvQezy+byiKIiwwNGqHMcBU2lvb8fR0dj9h5OkaaVDm6qqYE5gObzvDzHMTNPElkaOTIEygPNhH0ClUrEsC6VFgrFYDLEhkDWYJSgOLIaVSgXZgW7ChMrEFLmgVLC6mqZZqVSY4fEeTCL6wQ9+MDo6unfv3vb29tbWVvicnT9/PhwOt7e3JxIJcDLekYpHg8+gzmLAMzRRuVxGODRpfJSQ2LqQ9EtCYgtDjDfh874Hl+KYq+TFA0OET2gqoEGgYqBlIChExL+CWgZyhuim4G04LYeIwLRwtiMc/BF8FUwFvIGD77PzOIJdgRReNiYSidY0eLKjPLYHRM/nGPoQ+RRFQYgykCRFUWKxGDvAJZNJfIZOBj7HOyh1XUegByiF0N5wD+perVaZbHHgNOaRqC/YEkiqpmktLS22bSNmRyQSuXjx4tTUVDqdDoVCtVptaWkpHA4PDg5u27YNBUulUouLi3DGhwaJ62j2eDzOBwaANYLdcpNKSEhsRUjfLwmJLQ+f9CWGNoXVj2OcQlwh7zRGiCgwluEntm3D1gZ9C7/iDyA3IG0QtPi3sB6apgm7ITQw0zTBnzgQP2tIsNz5qsBkUfHOR2IuyLfhCqiPFnDDMgwDfI5DmyJMA4gXisq/tSwLJ/9AVAMNhQBWLpexUZFPC0C+CIEBJQ/KH9ghGhYJwgIbj8dJUZ595pnx8fGZmRlFURAblogOHjyIkK2IPYHyiIcygSKD1/Jz1EMhyzTxLFjLXLc+JCEhsbmQ9EtC4iaE7bmTs80OkzpLXKJURp5aJmpRUHqC/AaoG/WAKRRcrzRNA70DCeOMKBAvY/XwSX0M0awJsYqlLEhxYI04j1JMDXTKJyaxgxpYIJ9yzRkxK0JLgr2JbXvZWLnu9EgO1xISNwsk/ZKQuDkBysVqE5/DTcJhRMzD4K4Eoejy+dmaJp4tuPpMoRWBBsGaBr+xupSr0fhz1bqOGH7WJ1xxXjjNmrVAxTsWiWNk8NmUzMl8rJFTgx2WKRcrWMViEVZdiH8iscNvwdXYzQ7Koqh4XWM7SEhI3OCQvl8SEjcnxImfnaIg9rBMxfQLFjfyvKmuOqg67JKcO3E4DI+XBAt51RUUIdJK8lgOO42xTRPV5O2KXDD2S2uUrMjqRMBwyaQKCiIcziChseccEeFAIZxZzodwgwXyk/LZkdelcSQkJG5ASPolIXETgjcw4k+e0fm05qDsJNormTldkQH4eAlvsYSTPhFpmoaoFnV/3ij91d/PBQDFUbyo+qgs71jkiwDTUBwQiR/ats3bD4O1C5o7kQI7fvFtooESDY6dDVxCBL9F2WAMZcOlmL6kXxISNzGk8VFC4iaEyJygvrAfGAXIjeJtk8Sv2PcLPuZXzIgEagIpCBIavPg1TYMJsu7P14VhsM8+fwCb0TQN4TCi0ajiOdGTFzyCBTA20ZJHH8V0IFk18nWDSxncy7AdgYUupHM5IK0HxIyAkVc0RIbDYR9vk9xLQuLmhqRfEhI3M3hXHfhErVbDNI8r4hzPihcH1mpkMWwOeLi7rjszMzM9PZ1KpQYGBti4udEQeRL82BDEKxKJYPMBIkoUi0V4esHpCgcWmaYZj8dFwyWc90G/qJ7vF4ttom2XvbiIyDRNVt1gc0QBQNqgzyGpq25wCQmJrQhpfJSQuGnBvk2u6y4tLS0uLmITomheZGcjGA0TiUQ6nUa0VWpsBPQZN8mTkZi9VavVc+fOvfTSS93d3ZlMRqRfnOZqjJvBfH02PoA3aaIWIE/Ly8uRSCSfzyOaPMKMITBsMpmcn5+fm5tzvbCrqFGpVIpEIm1tbXxWJmtUwbYlT+2DdkVExWKxVCrBlb6rqysWi4G6wRqLH+ZyuUuXLs3Pz7uum81mt2/f3tHRgahjJJBgkgKYhMRNDal+SUjc/MjlcqdOnRoZGfnQhz+8XmniDESOwsWxLRDQK5/PZ1tbV5OO620zXJG4ZdW/WXCxFwU8PiCoWq2qqhoWokuIP+bEc7lce0fHaoq3KrjuusSYsC3Lt0lT6mESEjcrpPolIXETAscgkifqpFKpWCxWq9WI6H/73d/DVxxUvVKp/PZ/+PdE9Fu/+e+6u7vf8pa37NixA77hCF6vaRpMio7jlEqleDweT8RUVXdd1zAun1MUCum6TrWaqetheE8R0a/+yq/t2bPnPe95TzabVbz4WLDN4ejGTDatKEq5XNU0LRIJFYtlTdNisYhtu5qmhUJapVKLxSJElMstJxIJRXEQbR8hVRVFqVQqsViMw/ojIjwR/cu3vnXp0qXZ2dlcLjc8PPyvf+mX0DI4LxLy3mf/r/9rz5498Xi8VCpZlpVKpXCCUF9f3779+41azTAMnGiUy+U0TcPRmaVSCdFZIaeFvIi133344dHR0VqtVigU9uzZ88Y3vhEJ5vP5eDyuadqxY8eee+65ycnJu+++u6urS9O0QqHwwx/+sFQqDQ4OfujDH9Y0DUH24S2HBqeVMpiUxCQkbg5I+iUhcROCTV3syNXV1XXLLbcQ0Qc+8AFFUebm5o4dOzY1NdXR0TE0NISbP/axjymKkkwma7VaNBqFdVFVdUUhcCAkKNrdiCgavcw/ajUzEgmJBTBNE3EWYI8jolAopOuaolA0GuYfxuNRxyHLciqVSiqVQpqmabsuOY5TKlVCoRDYGNFlsylC0sPXCn+CBdq2ffr06T1Eo6OjPT09u3btOnbsGApTLBYRyl/TtKWlpShRa2vrLbfc0tXVxTZExOsHOXNdNxqNlsvlCxcunD9/vru7e+fOnel0GrUDzxNPvz516lRbW1tHR8dTTz3FQdRYIJyamnrxxRfn5ubuueeeW2+91atmtK2t7emnnx4bGyOiQqGAsy/F5pWQkLgpIemXhMRNCNZI4AWvKEpbW1sikSCioaEhVaVYLHb8+PFqtRqLxW6//XbcvHPnDiIyTTsU0hyHpqdnlpaW8vk8WEsymezu7mZ5CeRA13XXpXK5Mj09PTc3l0gkotFoe3s7CpBIJOBBpV4+pVslokqlNjs7m8/nbds+TDQ6er6trS0cDuOAINd1JyamFhcXq9Vqb29vR0cHyh8KhSzLmZ6eLBQKlmX19fVlMhnTNPm4JBwiSUQzMzN7iFpbW2+//Xbbtk+dOoUb+HhHZpCRSKSlpYW98m3bbmlpEZtR1/VyuXzmzJkf//jHt912W09PT2trK04Qx/2maYaICoVCiqhQKNx5551tbW3PPvssB/1yHCcWi+m6Pj8/PzY2tmPHjjvvvFPX9Wg0Ci+xgYGBSqWCfBHqlmPuS0hI3MSQ9EtC4iYEe7WD0CAQA+hXrVaDq7iqqtFoVFVVnJxNRNCZQiG9UqmdP3/+1KlT4+PjS0tLiKqQyWT2798/PDzc1dWFLHRdVzWFiBJEw0TDQgFOHH8pQ5ROp+GSBQ2oVjNnZmZGRkbGxsYWFxcNwzhMNLxzB/8KzmK9RL2BGkFV2y7W0XHAV+Buz9fb2tqI6LWvfW1vb+/o6GipVEIFEQMC2z9xRHcikcCpi6ZpgoQRUaVScRwn4QmH4XC4tbV1aGiop6cHkhV5pJb95U+dOnUn0a5du/bs2TM/Pw+LLQe2VVW1UqksLCw4jtPX19fS0lIoFFAeOP4fOnRoz549RBSPx/GAkC8bHyUkJG4+SPolIXETQgxzhc+IbqUSaZqmqpfDJYRCoXK5vLCw0EVERDgh0TTNl1566emnn15aWopGo6lUKpVKLS8vX7p0qVgsFgqFw4cPdxOB92hED33n4RdeeCGfzycSiXA4bBjG//qb//bMmTMHPZ0Jck6tZl24cOHHP/7xyMiIoiitra3ZbJaI/rff/T3HcXp7e++9997du3erKv34x8889dRT09PT8KBqbW3VdV3Xtbm5+a985cvLy8stLS2/9G/+jRjYDDwSVejr6yOi3t5ekBvFOxsbXl/QwMrlMhFFo9Farba0tLS8vKzreq1WGxgYCIfD4KmI4J/JZA4ePHjgwIFEIpFIJEzTxOHiSAp620svvXQn0b59+9Lp9NTUFMdQxWbMWq02MzMzOzubTCaHh4cNw5iZmZmampqbm2trawuFQtu3b2dZjs964pO8N73vSEhIbAYk/ZKQuDkB6xgYgHi0DjYLOo5TLpcR+IqlI9xcKBTGxsYmJyez2eyhQ4e6u7u7urqmpqZeeOGF0dHR48ePt7S0dBNpmlKpGGGikydPLi0t9fX17d+/f/v27RMTE0RUKpXIU5JwnjUShxl0YGBg3759ra2t9Is/f++99z7zzDOzs7OnT5/u7u7OZFr6+vomJibK5XKxWCwWix0dHaGQZtsuLKGRSGR4+LLQBoEK3AU8T1VVGPKq1SpTTI6/D0toKBSqVqtENDk5+cMf/nB8fHx5eZmIarXa4ODg3r17b731VjQaDJrpdBqCFoLTgiEREe+v/OjHPkZEYJORSAR7GqB+wUxpmqZhGG1tbZZl/ehHP7p48WKpVJqbm4vH467rHjx48NZbb+32go0xb5OQkLiJIemXhMTNCUU4dVGkX47jEGmwbUUikVgs1tHRhp9A75mdnZ2amorH47t37z548CDYTzqd1jStWCxOTk6Oj4/jfpjeFhcXM5nMLbfccttttyWT8c7OTiLatm0bEXFALEUhXVd7e3tBCjs7O1tbM0jk0KFDo6Ojc3NzuVwOdCqbzXZ2do6PjxcKBUTtQtnm5uYqlUoymRwYGCAihC1FmFPHcfCZqw/H+Wq1iiD+5J1riTir8/PzRJTL5aBptba2KopSLpdPnTpVKBRCodB+okQigTMZHccpFosImhoOh/lkbpXo5Esv7T9w4G8ffPD9P/uz6XQaWwFwECR5p0BGo9FEIgET8OOPP16tVjs7O4eGhrBH8uLFi6dPn45Go90eY8aD43ptdD+RkJC4LpD0S0LiJgQ7HtHK0wk1ItM0wVQQ571UKtVqJmScaDSqacqFCxfOnTvX09PT19fX3d3tum65XHVdt6+vr6+vb2pqClqR4xCLNG1tbd3d3clkfHm5CK7T09NDgjMT3Pnj8djQ0JCqqopCxWI5n8/3EpVKJUhlmqbhfiJqbW2NRCITExPT09PLy8uZTKZSqRSLRcQv5Z2JcJ/CQdeRSARRISKRiE6EM61jsVgikYCnFypuGEYoFCoWi0TU3d196NCh/v7+WCzmuu7c3JymaZOTky+//PJ+7+AgHNQdjUbhYaYoSq1Ws207FApFiF544YX9RDB3xuNxy7KKxWIikdB1HY1sGAY2LhSLxYWFhY6OjltvvfX222/nOLQvv/zyP//zPz/55JOv82y1MD5Ky6OExM0NGdNPQuImRPB4HD7zERxL07REIgFtiVmUoijQj8LhcGdnZ7FYVJTLklgiEVNVtVgswuWLiAzDMAyDiEKhUCgU6u7uNgyLiBKJOHn+76VSSdd1HPtTq5mKQouLi8ePH//7v//KP/3TPz388MNE9OCDDyIofzgc5hOv+/v7BwYGDMNYWlrK5XKqSsVi8cSJE5ZlvfrVr4YLPAdoEM8Fwl5LboFIJLKwsMCu7uA0oVDo1a9+NRG95S1v2bNnTywWMwyjWCx2dnY+8MADmqa9/PLL3HSapsEX3msfF5EpkN309DQR7d+/n4gQsiuVSqGV4vE4QpTh4Mt4PF6tVgcHB2+99VZwL5yJOTQ0dPToUZS2Wq1GIpFKpYLDCWC7FCPNiodCSkhIbGlI9UtC4pUFx3Esi2AUg1dTsVjMEBFRuVyu1WrwmlJVNZPJwEusVquFwy3JZDKbzaqqCr/1UCgEWlMoFODhFA7r4XDSMKywF5YCxx1u27ZNVcm27VOnzj/77LOTk5OGYaTTaWxI3LFjx9jYWDweLxQKCwsLra2t4XBI07T29vZsNlsoFHK5XKVSm5ubM00T8WN5q6ZITcQKQuRTFKVarSaTST5WiB3dsB8zk8k4joPoG3xPNpuFWsY7IguFAjhoLBYzTROZ5nK5bk/eA50Sz/O2bXt2djYSiSBqa0tLC2gudDv45OF+MF1sDlheXoZyJoPdS0jc9JD0S0LilQW4LlWr1WKxWKlURCMXKAJCtJfLZS+qahQRQC3LQkB2cAhNW3HkYj6f58D6JPiZQQGybZeIJiYmJicndV0/fPhwV1cX0rnrrrtmZmawkZCIEBtM19Wenp7e3t6pqamZmZlt27aNj487joPoD9C9kC8LQlwLjriBPY9whMdX0WjUNM1yuczFcxynUCjgsG3YFrF5k4jwPxGdOnVqdHR0z549+/btgzeb4zjT09PdRIuLi0T0la985YNEf/Znf8Zh8ScmJr72ta/19PQcOXJk27ZtMGK2tLRkMhkSTqjEEUmapoH8gdixqidakIMVlJCQ2NKQaywJiVcWeI7nyPjMZqLRaDKZbGtri0ajCwsLk5OTudyypimpVMKyrEuXLp0/fx57D3E/B6CvVCpTU1OVSoXPqL548SIRRSIRy7JmZ2dhqZyZmVleXs5ms0eOHLnllgNDQwPkheMqlUqapkWjUctySqWKbbutra3bt283DGN2dnZubg68rb+/H1EhyNvqKBIpPj6cvJ0H0WjUdV2oWRwttlqtvvDCC0T0wgsvOI4DFghhrFQq5fN5pKDreiKRKJfL586d+/73v3/+/PlarYbSInYaEf3mb/0WEX3wQx9CZUulUrFYTKVS2Fi6tLRUqVTAnDo7O3EAEQyauVxuaWlJ13W0D8fuJ8FYzKxRWhslJG4+SPolIfHKgmEYjuMkEolMJgMi5QpnUbuum06nu7q6arXa2bNnx8bG8vlCtWogXOrc3FwkEsHeRv5hPB5fWFg4derU+fPndV2HO9TIyAgRtbS0gNzAndyyrEqlUigUlpeXi8VypVIjohMnTjiOMz8/ryhKLBbTNFVVVcMwIpFQd3d3PB5fWlq6ePHiwsJCNBodHByMxWIw8MENi8N98QncbPcEW0KIea4gVKi5uTkiOn78+OLiYiKRSKfT0WjUMIyTJ08uLi7u2LGDy1yr1bZt23b48OHt27dzc6mqOjg4ODszc/bMGSKanpoiove///3vete7Dh8+nE6ne3t7/6f/6X/6qZ/6qUwmg3hjt99+ezgcfvzxx8+fP6+qajqdxvaCpaWlF198ES0JB3/YN1E1FrpEZikhIXETQBofJSReWdB1PRzWczljfn5+dnY2k8mwDAZXJ5wOaZrm1NTUM888c+rUKdd1EQMiFArt2rULYbGICArQwMDAiRMnXnrppfn5+TNnzszMzPwSEQJrLS4uJpPJeDyu61o8Hh8aGpqZmcnlco8++mgymQyFQu8gOnv2LNvXDMPQtFgsFimVKkTU1tbW09Nz6dKlS5cuWZaFgBSappmmqQmRNUSI6hfIE872IY9cKooC6ycR5XK5733ve319fV1dXcVicWpqanR0NBqN4ttarYYQX3fddde+ffvi8TjoF+JKhEKheDyOWF+tra1EBBqXy+Wmp6dxQBMH2TcMY9u2bXfdddc3v/nNRx55ZHJyct++fbqunz9//syZM4VCAYQvFovBCQz7CYJ8SzRBSkhIbGlI+iUh8coCyJZhGKqqIvQ873zEsYzJZPLAgQNEdOrUqVKpNDU1Va1W4TY+PDx8yy23dHR0EJFlObBaHj58WFGU8fHxYrH49NNPg6MMDg6S56VkmqZtO67r7tixI5/Pj4yMnDlzBurOO4g6OzvL5fLg4GA4HF5eXkYIe13XbdttaWkZGhqamJhYXFxMp9N9fX0+uY4j+3OgefG0JbY/MqfBiYq1Wg2njPf09IyNjV24cKGjo8M0zeXl5c7OTsTXIKJarQZBDkzLcRzbtuG2BQsm6F1mpTMWolRomjYxMRGPxyExLi8vt7a23nbbbZqm/ehHP3rqqaegDs7Ozra0tNx+++1oLtQrHA5DALNtWwxmJrmXhMTNBEUK2hISNzdcAbrn5nXtMGqmYRjJVKLut5VyNRaPriad5XzhpZdeAs/Yt28fLG58AuPY2Ng3vvGNQqEwNDR0zz33DAz0gZ2EIxFHOKuRZbDLrKVeNWvVKgeecF035J3Vfe0wajWOgH8tWM7nERAE9kryDpckIZCbZGASEjcHpPolIXGTQ5yzK+Uy/gTL8flLrQk6ka5HHdv25YUPUSJXSLPRMk/VtGQyfvfdd0G4Yg96RCZbXl4eH79YLC5bltnV1dHd3Qn5SpTrgpqQoiimYSAdGArZcQruXFCtFNOE53u5XMbZRJFIpNFpP41ID2KxaopieQcNQdVDOqgOtj2ihcMNOB/oY8JLkzdDSL4lIXGzQtIvCYlXEMA/aOW8fn2tWiIzYyewXC43OTl58eLFCxcuEFF3d3dnZyfHxOcqUIAYicwSewyxhZAjhOHbWCwGxoPtjdDPmhzy06h9wLfAHcUCMOHjzQHByoqQgb4kJF5pkPRLQuIVhJBglQvynmtHI3rRPH3Ej2ApznXdEydOnDhx4sKFC7qud3d37969u7u7G9IX1SNevrBY4leKorAbuxjhjH+Fo7jF66sHPMw4UzYRcjl9Fb+69pGQkLj5IH2/JCRe0fDxkg3NJQjlWlSflQdsN6kCa1EiH4JBUFSnRB+y9YKv4pJmSUhIAJJ+SUi8gnC97IzNVR+oX/wZWxRnZmYcx0FwrGAiq6lFk8FtfRvB16rin+w4jw+NfMskJCReaZD0S0LiFYRGxrvrDl9YUURehVnQMAx4o/tsiKuRu1ajZuFmth7WveeKefl0tUb5SuOjhIQEIH2/JCReQbjRiBd2DqI8tm3Dk13TtFqtBqaIUyPD4TDClQVd4+vW5YoVrKsCXt1atAlpu4qCSUhIvEIg6ZeExCsIN9r0L4ZLRYAGXddVVQ2FQmBmCDMBm12lUuGjqdnPXdxyKKbMmygp4KTvu3LtwR2Czv6+GxoVUkJC4hULaXyUkJC4zvA5SK3SZ0vxsAkllJCQkFhfSPVLQkLixoJkVBISEjc9JP2SkJC4UcDGxOYMTJ5+KCEhsdUh6ZeEhMQNAUU4MLvJzkHJvSQkJG4CSPolISFxo2A1vIp96iUJk5CQ2LqQrvcSEhJbDBtxXJKEhITEZkKe8yohIXHd4Iu2ukpIyiUhIbHVIemXhISEhISEhMSmQhofJSQkJCRuCMhDmSReOdjyrvfydZWQkJDYWnBdWpcRunmYktUEMZGQuF6Q9EtCQkJCYkPQyLgSvN58wG5upWl0tJTcoiFxI2PL06/m6551yWGd0pGQkJCQILo8PovnR10mZGtdTovES4xFwulIBiZxw2JL0i/pryYhISFx46PJUL2SORE1FcAajfnN2RVrYDJWnMQNiC1Jv0h46xzHqXuDpmnNf7hqyNdVQkJC4mqwytPT6WqNj2BUzXmVpFwSNya2Hv0S38Mm77ZUyCQkJCRuTDAlunZqVJd7+TiZoiiShEncaNh69ItWulWu9aVaOy2TNE5CQkJinSGO3PzZcdZtvF3l8e0SEtcL1y3u12o2DIv38J2O4ziO43rQdZ1v4yWO67p8ZK9vC0yjo3wlJCQkJDYHtt3Ixf7KPl7Czc14lc8Nv+7I7zt0QUxQkjaJjcaNSL/qfmXbtiggMwMLhULin67rgp/Zti2m1jzHppB0TUJCQmI90Xjeqe/LC4hrbPyv6zquqKoqThCiuz0g/jZYmODsIOmXxEbjhot6z+Xx9X7LslRV5RUMCBb87h0PzL2Ausmuvb6SfklISEisJxrbPewm9ysBgFepqqppmq7rmqYxDxOpWN3AYCKNw3wh6ZfEZuI6+341953n1wZGRlwH8bJt27Isx3EMwwDrIuFFcl230c5HCQkJCYmtBcdxmGyJtMkwDEVRwLo0TWP6FQ6HVQ+00vVenFauX4UkJK63+tVIlPLpxqBTjuNYlmVZFugXruMDBXy/xD0vdXNcNaT6JSEhIbEZaK5+BUdv3+DPzAzES9d1dSX4Vz4SxizNl6OExMbhhtj5KL4GPjdJXvGUSiXQL9gcfbZ8XzQKNvbT1bt8SUhISEhsCNa6DOaJwDdZsJVDZFRE5DgO+BYLYzBNshWF07yKwkhIrAtuCPVLfG3E8rATveM4tVqNvbvEFQ//HCueYCKiUn1VkOqXhISExHpira73zY0YzV17MTXouq7reiQSEZUwJm1S/ZLYfNwQ6hcDrwFbFS3LMgwDipemaXgfNE0TjZK0Un/ml4pd7330Sy50JCQkJK4vGpEbRam/3A2O50GXeR95Cu7EglrGUwkSaXRuioTERmOz1S/XvRxhzzRtTdMgV9m2izgRiqKEQpplOYZh1Go1EC+UkEVjX4Edx6qbUeP4XlLNkpCQkLgxsVYyVH8858BDAM8aoZAWCoXC4TBIGO+aZMsmfPwxfWDZfxV1kJBYDTZV/fLOtCdFIeZeRKSqiqLoRKQoVKnUbNs2TdM0TdGtvpHaLCViCQkJiVcmGskHPp9g0c3LNE3HcXRdD4VCWNXDoYUNL75EJCQ2CBtOv1juIo9+AapKrvuTg+7xJxFVKhUOLeHdqdb1r8cH+YJISEhIvDLRyHQomiPF3VcwRJqmCeLl2+OFz3JtL7E52Az6RUSKArLF/AlvgssbGB2H4OxlWRYvQVgcVlU1GMVeQkJCQuKVjMY+ZP7w9yTMHVjhG4ZBRAhOwdHzfRvnJSQ2DptkfGTK5NY7hd51ybbtWq2G94G/pYCGLCEhISEhATShX6LoJXy+7H3vui6W+jBEsj++qqqsqEkSJrGh2CT6BfWLhLdFUS7bDV2XbNuBsxfeB/GHcITkdQnVM+pvThUkJCQkJG4oNBn/6wpgRJdPh4QAZpomGBgHCWNRQEJio7GprvfKT06NuHzFcciyLNM0DcPw7VUR4QpnTQRT3ZCySkhISEhsNta2M705VQqu2DkyEV+Hxwvuj0ajotVF8jCJDcWG0y9WuSCAcYd2HEJwL44xQSujRYg2Slq5lCH5YkhISEi84tF856PoUO9NGS4fmiIeZIc/Q6GQGGlCzjISG4oND4KF7Y28ydG3e5FPzubrOCOCdzvSypj4QcBrErZ8Po8In5EaPCuvmM5agVcXqjXcNnGx0f1igH5aeUiZlLubIBhlkSP0hEIhRVFw5joeMYeuRv9hm/VqIiuKwzSnwF/5drAjQTiREBE6HocLwlAOQ4avy13L4xZLxUWyLIsDFyGqpKqqvJqvm4gv95uj+4kPSDzjT3Sm5jsRzwnmJ1QfW619T+dmcjlt0pnJ6wMcp9T1DhFBf+a4DKFQ6Kpz54blAnDQBw6y5bshWNrgKNooR99DF6/ze4q3WNf1aDTqum65XC4WiygPR2ptlPLVtYOEhIjNUL8An++XeH62K5zPKILqaV2+KQ32e/LmPL4ZQVzA7UgYlNcxxjEPWMz8HMdpxMCYF9LKCe8mmPk2FEH6Qt6pBmxNEI86YJZGgs26SSMrKzecKyuPlgvCNM1wOKzrOoRbx3FCoVAsFjMMQ9d1dGleDHDBxMnvWp54sFSgDuR5SeJ/8WC7RilwV7w55hJxiSW+a1h9uYEdP/x0mEnflKxrlfCNS9w+/Kf4xq07xHwty0LvZUUKFxuH0V4f8HxRq9V4KpGQ2FBsBv3yvbMY5UCbcKZQE/oFNHntw+Ew9I9QKIR1P+sQvJLzHXe/LgiWk6vQ6Cc+ytX8fknLGIoQMlEUM0T65Xr+sxRQWHllv5q8mjAw/BmNRm3brlarRARrheu6hmGYphkKhaDmhsNhInIcB52TAgzs6hqB6q28oeJwNSEhgB02r6ZY3yal2ir9UOwkYiuJmgqYFntes2RIHv0KRre5Rrp840BczZLQz2nlow8uV3wj83q1Bp6L+MhIWFYpKzdakUAQ1yX3IJAyXm1FUeLxODWIen9z9AeJGwGb4XqvKMSSE7MxbHWEfsBmGt/QKb5ywZECn23LtS1XURSFNNch23Jdl0Ih3TRMIlJVXdVUthDZtq2u06qGI/KjhLquXy5P02mPq4k/WY2Tr/QVwXtgSZhTWefgmZXFVJ5lgz1HRLDlg3eK8wTHBGb7JnRcfo5YOgd50jVOXVwXH5MLhUKGYbDiBbbXZKXBAqFYsJuAZPheKxJULrGrkGft4q6Cm2Gu1TSNTz8TU6ab9w31jUiAqOKL3WMdGwFvEHdp17N7amrItlwiV1NDiqLYlktEmhqybdvzI748hbguPIvXR5BjOo63KRQKwdJadzRYlxwlJDZ55yO57k/iDvOk5X37k4HAN+QpKw9GFV+JUqlERFjuu57FBy82J4iX3Bt/1+flcVcqMeLFuvdDP+cJgFbuwREbYV2Kd9PAXSnPcJtjcAQZ4obVNA0nivi8skRHrmD6VM+bJDjp4p58Pp9MJlOplG3bxWLRNM1IJBKPx8vlMnmeiLynnacxXxWurh1I6C3cDjibSzTfBGfTYDrBejW6f6t0SLFl+IrrukwjfCKoruuVSsV1XdBWljOZnvqaaKu0QxP4hlY3oMgqgpFRtB6QcPTIesGnsfEVTdcrlQoRQX+qVCqKosRiMdM0fcbQdSwMESH6F/i6YRjQwHhgoa3zIkhsIWwG/fK8vi7TL8xMbCVkiG9UUHwWUlvx4mGrMB/XhVfUNE2WSdi46U3J6+P7xcoHgAJblhWLxereD59ocdSDx3StVvPVWr7nQWBW4Kg8IrcWGbBvOuEfBsd6RtAXkMWSuj+BzIney7su4MJYKpXwp2EYqqpGIhF4JVI94+NanzJXU3SIxpIDF+Er06SmYu4kMEJgq/c6X3WYOsA6TIJZDe3mc48L9hwfjdu8mmwMfPTdDRgfFeGcaTQRu5+Ld66XCwfGQ6Z3eDSqqiq0ogPz09zop8DEDqWCKye8CEiOzBIbg01Vv8jzuAf9UjzPSn69+d12V8rdovolCglEFA6HMf9BXopEIrDfs78XHx95WRVz19P1XqSJ7pW8U/nd5peZP4j/r1fxbjKILIHHYibcPEDrug5fQDx0fvRNkuXPYpdrpBK1tLTUarVisaiqajgcjsViWE5EIpFqtYqN66VSKRqNRqNRpl+0Hk73QeYE9zKm/nihxCV7o/oG67XVGYa4luONF6JdGLMpxgrHcWq1GgRUmB2ximOPglfOy8jrE6wlSFh+8KqVX7H13bfEufMqgogsy8JzQUBUNqmLy4+VJHJ9ygPRmgTXQNM0WUR/hXQGiU3GZpz5yOoXwGMiv9hUzwbnY2AiMyNh/igWi5C7LMtKJpPwjK7ValjghsNh13Xh4I+s1ytKK48XKAm7rzXy/cLLjLEDww2CYtBKd2+Sr/oq4AqaluLF78GEgUbmECSio0+jpPDBR/f5BiVg6cBTY/OiruuxWKylpWVpaSkSibium8vlsBKo1WpNNiGutcqiTsDsM5FIcP9Hn2d1cF3y3SpgE7MYc0S0O4Mrq6oKl9NisRiLxRRFWV5eVlW1paVFUZRCobDVaeha4QhhJnj7p+u6MCCIobDAh9YrXyZeHCQFA6Np2olEgoiKxaLruvF43HVd6MrrlXVdhEKharWK9QzvXBa3f0pIrDs2Y9u565JtO7quElGtZhYKhWq1yvG9XM9vmufRuolghz9IDBavjuNEo9FEIoEpMJfL1Wq1RCKhqip0CCJKJBLYS0yef5jvXRLVlODUS4FpT1npTxaLxTDtKYqC9XQikcAcXC6XI5GIYRhs/mBJnzzLI/v/Yr7E6J/JZNiRiJ2I8fNGTmM+aYRnIOYf4oqWvA3eiheMQ5Tu4MqNZR8PwbzxmxuHF6NiA4oxIETWgsKQoGKuvtfBPouYDqqqhkKhSqWiaVo0Gp2bm8tkMiDZcIHSNK1SqfBuRPQZmAsdx0mn08ViEZ0hEoksLS1ByopGo6DpsFOz/Zr7JzuQYX4qFovJZBIpRCIRRVHGx8dnZ2f3798fj8fRCS3LqlarLS0t+Xxe13WwIn5MPrMLGxPRk4MPl4ii0WixWEwkEthliafT1tY2OTlp2/bCwsKtt95qmubS0hL80sQGRHbY7BKPx0OhUK1WK5fLuFPTtGq1itW/6oUQw8SDhhWfONfCtu1IJIK+gZvrbjhg4CFyB+DgAvwiwOLDJl124vR1NvE1dIQtnyLlwmiQyWQcxymXy7Ztt7S0uK57/vz51tbWQqHQ09Pjum6lUrFtu7+/f3Z2dnZ2VtO0bDbb3t5ummapVDJNE8XAOIMqK4qCgYVXULguGp05/gjCkaDTMndpJMSK4574wop9QByguOLi0+HeK3Y2fECpcL1Wq2F54DhOKpUqlUrxeHxhYQGdNhaLtbW1VSoVWBJqtRrXPRaLOYGtQmJ5gosEfuK+n5RKJbynaE/uG1icI/dkMmmaZrlcbmtrW15eFp+ymG/9gWONULx9rzwl6boeiUTCYR176sXH58oVssR6YJOMj16vbWYMCsoMvm8dYXMZ7AjlchlCWmtra3t7e6FQqNVq4XA4nU7Pzc1h3l1eXnYcp729PRwOwyjJu5xI2PEkzhxiMXg6FC/yQM9+bMgLQ/Di4mIsFotGo8zMXNfFdI7VJBFhOnQcp1qtst0KZA6p8SggSuJcGL7IMzd7vzHVw2cQC/Ep4Cs2WmG8I48R4vQnVQjlwLTYN6xj1kS9uImY4PLg6DPIrnUVK0483PioRUtLC6i2YRiGYSQSieXlZdACTC2lUgkiKwjH3Nyc67qpVErX9Wq12tXVtbCwkM1mMfHzM0Xgn2g0isbnzoaVummayWSSiHK5XGtrq23bmWy6a2WZ5+cWDMOIxWLoV463P4CfgshlxYmTlx+dXR3BpkjXa5+dwue52Xlkytv3uO+hc4JOgRO4rpvL5ZLJZKVSyWQyOHmC5xiOC8MhhUVazzmiuyJxcSNhEOBq5BEXRVHaO9qaPfirxcz0rEg7wDwcxxkZGbn7nqN1f9JD1CP8uTwzB+rJHZs1VFq5V8PXOVXBuTMajYqvp+L5nrILuY9TinYA7nhMzUkYguoOU4CYLF9RPNdYx/Oe1DwQESivaZoDg/1iUnU723phbnY+Go1CV9M0rVgs5vN5XjW1tLRks9lqtWrbdiwWq9Vqk5OTbW1tYsV9A/K1IzjOuIIHoXiPhMR6YZMCT6BX27bDPsv4KtjpGwFTAs+RmFMvXLhw19E7+Z7i/GI4HMaKLRaLRSKRTCaTSqXy+byqqqVSCe+zVypFTJy3GfsGL3EB6gqLS5G7iM4lU1NT+w/sW2sTzc3OQzxTVRVzHqtiuIGZ0AZNWnUxOzOnrNz+IzJCEgiEujLKgzhXsUUDjSa6Q60JPgYGVczXGtpSHjthq9Uq4qPCwFQqlTKZzOLiYiQSCYfD5XI5n8/v2jWMZ8e6C6aEcDgcDoexLY5rzTwyGo0mk8m5uTl41k9PT2eIwqGIaZpDQ0Of/vSnP/0rv4w5Vdf15eVlOBUpgvrIzBgtw74v5Pn1c+OLtUabw0QSDocTiUSxWCyXyx/96Ed/9KMfVatVx7V5H4BP8kT6EOGWl5eJqLW1NZ1OO46TSMQmJqaKxWI4HMadKAarESLnEKciZpbu6kKacWcW/5+anIbEwqsyJhBqPQ82X0bBObh7WxeYLod0RgSBcDg8OTlJRLoWuvXWW3//93//9a9//fLyMgr/f/6f/+dnP/vZlpaW9773vX/+3z5v2zbWTsyJRdEFUL1TFsSVj08agdrkeLH1Xc+exbUTV1bgxGJrK57wLLYhV1lc8wTVIC6tyEEVYccPuzTBjID0W1LpYrH4zne+87d/+7cPHjyYy+U6Otunp2bwjCBVOivt2l3dneioYsXFR+NrNyLq7OrgZwTxFW9fOp02TbO3t5eINE2Zm1uoVCqw7JOwltg4DiQ+ZcXzp9R11TdhBWskIXF12AzfL+6rvFZWvXhXvnepyauFkUjzTukCLZiamiIiTdX7+vrGLpx3XRcTJ+wyJ06cKBQKqVQqHo9DNk8kEjDckDCfkefrQAGPLsVzo6n78vPKktlbJBJ5/PHH9xMp3mlOGPXC4TBsXr6fE9E999zz+BPfa2trm56exgAHsGLBAyXnPjM9S4JITl68It+4gD95QxytZDB8XRz0UVkMjp1dHdxWoLM81nORYJ10BKcrxVv9+869EecDXws0R3AQR5mLxWIul+shUkhVFOVNb3rTv3z7W5hmXC8cA2QwqDj5fB6KFOqbTCZHR89PT08rijI8PJzNZovFIsQtVCrkAaMwhzOFKFKtVtvb22dmZhBnC52Hh2m0SbVaLRaL7e3tJEyT4uDOM5n4K1+bcHOxeQ6zOPglrEXYqE9E0Wg0n8+Dc3BvcQXzHBElk0nYws6cOQOrU09PD1sPeacwDvJiu60iKChcfmXl0UzcJ+s+Rza7i88duhTYgO2dP8Y+keS9pOLT53GDm871tFhXoP5cMCSO86lQjEKhwK8YGg3JYnmGKyAHbsCeLnZd/lP1PAuZkqqetRdJMdtwPWMcN6niUWTVs0eLmydcT04OMgPf28Q3OIIjBxGh6xL5Vy+cODwlstk0efTatm14dCCpSCSCbqZpmmiM9iUodlR+TKg1Dwti1sz10V2j0WgkEjl16lSpVMrlcrfccksymYRVHY6ViAziG5yVlQGJrgXB54sX37JU0QDiSrOjxPph83Y+wvIoutfQGhcT/L7h3dB1vVgskrAoj0ajlUqle9tlW9AdjZNamF/E+8zRZXh9IzIVcBGRWIhDJ2YsTFGq5+6dTv9EtsfeN0zqmhedXKwOUiAiMVoVJiHwBr5f9FpTvWMu4QakeNYEkUWJGaGorhAuQVXVeDzO4T9QOzydUCjEP8ewqAjH2uBm3jKGCYbtlTxDu57RU9R7xIFSfPrNH7o44Ip/ptPpVCrFzcgJGoYBtq0oCpx4UFlVVXFYUDwRi3uJDwsZJVd2D3aUERknEcHWGY/Hq9VqNBrNZDJEtGfPnkuXLt1xxx07d+5Eu4Hrd3V1Tk/PcE1VwXgHwuF6R+lx+6srjXfirAZaCddgwzDC4TCeDjoD1Srk7fSEo49vJsbP+e1ob9zmE+OTbCNThBUIX8Grh86veYcnUlP6xcKe+H6hIrhB8Ry9WUl1BPc4bg1xIhefO9+GtyMcDqNVEThKURQEEYAoztvcUIZoNIqsxcUMr4UgWSE138vlePuH0NpIAe8C7N3sG8fiE8YEvM6ad6KOZVnw6mNfb9tDMEAG96W6Tc08z/EOoVI9dzRHCNfCDeidykAKEXzeUQtF8NLDUkoRYtiKD4UfQVd3Z+M+tQLberrrXr+r8U8q07O+dlhlXmsFN47rqZW+4VRCYr2wefTLcX5iduG1HQkMrPnawhYODwmHwzjaBXOVpmkQqGF2JKL5uQVd13/t137ti1/8IhH94i/+4n/+z/8ZkkmxWOwf6OMJAyMLUvOtLykghvGf5KkRvHjlyBc8XLa2tv7yL//ywMBALpfDfkwKGAWIqLOzkx57ZHFx0fXc3uF7lMlkQI84fU3TIpEIeVoLeVHNUBgYL3iiJcHnmjzmxFYeRVHgHo4r+C3uwd4FpM+ldRwHm0kdzzec6SYv1jHiM49k7qisBLysfNNqE4iJiNNGuVxm5ZIJ4vLyMhbuzELIW4hXq1VmxjPTs7Zt33fffWfOnBkcHPyDP/iDd7zjHfl8vlKpxGKxbT3d5XI5Ho+D3YK3YR6t1WrxeHx6enpgYGB5eTmbzeZyuSzRb/7mbxLRoUOHBgYGiKhYLEL6SiQSYodn5cZxnHg8jnJiDsasaRgGxBgG1xoGGl4M4E6fdgvKSMLRC6J+gy5KRJZpP/zww5/85CfPnTunadqxY8f6+/sXFhawTaGru1PzQsW6nuMUayFiOABuZH76bmPfL9XbZSI2BXo1lDyYmdBz4AAuvm7cboj0wVZjx9s9BxUHJfSVmUkVeZtOYLkGj0Tnwc1oRg6LgxGGbWRsLEZGeHeYLNpCeH1+JZFmuVzmzQRcFyyHyFvGgInym+uzxvLIKbYnBZYlruv6uCMRQQOGLKoKxk3eR6LrerlcSRCVy2VIgHjKrOy6nqso5FIxR195JiemODCe4m1TAEHnA0629XRfvHApHo+DJsKZUlGUS5cu/dzP/dwLL7xARH/xF3/xjne8A695PB7PtmaC9XUF/Xgd4a607VrCqcS+RyAhcY3YpCO3Xfcn4i3TrOZ8ywcsQMkbYiqVClMB27YXFxeJCHvi8AFqNks1tm3n8/l8Pt/a2kpEkJccz5qjeo5lPD463i5F0SfM9rY7sZTFozwzA57jTdN805vedPvtt8/MzGAuUQRLH/8K0y3cTTAYwUm5VqvxwEfeQKx6cRGZL4pUifUnkTvy7IKmYFebXC6HX6GCPBVhHz6asVAoYBckjI9sHwGFAtcE38JDhOUOO4YgTLIgoax0IvbpGWvvVAobj0ig5slkMhaL8Q4M+DNhkkOt8blQKOTzee4DXADsfiCiVCoF4gUrHhvO4HSF3Y6wNC0sLPQQfeADH1haWhJNM62trZiH4EPGT59Ly3Y9Htwdz/QTrCkRIZYY90wsM2q1Ggoj/soVTISq4JPH3Ghpacm2bTzQdDptGEYulwPF5ETYdMVdna17SBn6H14f7BQB1eBIlT7wCyUSRLzCUCVZ9WGRxlnpWMasOkjLXNfFgZtcfXAabMiAqsRm9HK5DA9RFsB4UNKEkxLwmqMAMNeSZ8pUvAB+LDGK9Mv2vDZ5Rw42luLtcIWFB/NCXq6wlob3DutMV1COVc8XLVh45g0oMMYHKG2sZbJLHyuvkUgkkUig4nh2qVQKezaZpUEU13VddBQTnyx5ZgRNCF2Bb7H12/E8RpAR3jswYJDdcDicyWQSiQS87rBeLZfLcBggb2nB4ycJ41vd/rZW8JTkrNz04CO+kn5JrCM2Keq969YJLy5iNWwMCzsMsmAnuA59gohc14U+lEgk0uk0Bhr4SicSMU3T0uk0vz94w7EvMh6PYxsdjx3suouRy/WEaLyZmrdDkMuD34bD4aWlJSJKpVIYdxByLJlMsp3UWWmDq1QqLUQ4uAZeKd3dnUQ0Pj5JRPB7YDaGwQuDNRFhTMSV1tZWtCFOzAArAnvDSIqN3JFI2LLsWq12/vz5ZDKZyWQwDbueiW10dBQhQ4koEonEYrFEIpFKpXgir1arGIUxxOfzed+wjrqkUilUFs3IdBPW0rWOmz71iwQtB4+Sbbj4gFgStVqtVCphZBcniZ07d4yMnOvo6BgZGUmn04lEIh6PKoLr1ezsbDqdjsfjiN1VKBSwRsdj7e3thbUaHmAoDFxkWLvCDcViEfZBTKUwe5EnSnH8CMez8oRCIUsIg4TJBkVqa2tLp1PVqqF6/jSO40C6uDwnef5D5J1Dj+si70HjdHS0ZbNZbO0ESe3r6yUiw7DQS5klmKaJyY8tdOgt6EVwCcJkz2pok4foCroCKoXNyIlEgn0AsA6JRqMLCwu+AQF/Yt2F5hLbE0wFj54jBeD1hxjJsym2tkAhY2OuWE4Wn1wvAEc0Gp2fn1c9p3U+ENCyrHw+TysZIS9+VFVNJpOoAlggeBXanPsb/oQvBEpVLBaZfvECRvX2TWPD4OLioiLo6Px+oWogVY7jFAqFcrmMYChMUl1P1EEX1XW9UqlEhf0EGG3QmVtaUktLtqZp0KgKhYL4VpJHv3Azm9FZ7WYOjcJj13Amk8nn82y1ABvGuIERIxKJdHa2E9HSUh73wPkMtfMpYesIX5cTxU662rWihEQjbDj9chxSVVIUEhdhvjWEG3BXCgKzDoZLhC/iIY8HfcwoRPTII490dHTMz88TUblcnp+ff+SRxzAYdXR03Atak04RUeta6rK0mJufn+/o6CgUChxQCiMmVrpsPCoUCu3t7YZhYKsdbIssy2McZNJDRKZpYh9W7/bLW+C3r8w6RsSHGfX0bmtSyPBKNyYiKhXLGIKxTzBEFCK6pcHPdwufuTAR4WKcViB/cdwwjO19vU2KtFbwXiryZDnQTbQYx/hAU4PCYgYVbStYVSMCCPpeKBRaWFjYRfT0088+88wz2ANYKBR+/OMfY9w3DGP79u2HiGB1SrUkiShMlBLKFhIaYW52HvP0d7/7XVCxoaGhJJFpmq2tra7rIiYwOszJkycvXboE1Q2T0OHDh4eHh8H+y+Uyplgs+onIsqzl5eV9+/ZMTk5fuHDh3LlzS0tLjuN0dXXt3r27o6Nj+/aepaWlQqHA7cOmUhiJWP6B9hOLxc6cOdNF9Oij3zt+/Dj4hKIojz/++Pnz51OpVLFYHB4exhuBfbjxeBxT6fj4+Ojo6NLSEnfd1tbWXbt27d69c3ExB99/GLkgy7Hw5noKH/gHGG08cbkvt7ZlKdC2gC+WBxHNzy008hkCILuhk7MD5sz0rOr5SpKnnTNJJWFOFZU5UYrDuMHicT6fP3bsGBJvb28fHh5GBFf0N0RTwzigKMqPfvSj5eXlqampe+65p7+/PxaPUgOImmGSyFfPc6Pnk8mkZVnHjx+/dOlSd3f34OBgT0/P3NwcuAsURNi7R0ZGpqamEBjl0KFDoM6iigZLKFgOyA1cGOEnZxjG8vLy8PAwqO0Xv/iXGHgRFO3o0aOhUGhpaSkWi2GXMTjK7OxsL9FXvvKVW265ZefOnciRra4wRMRisbNnz95K9NWvfnX79u07d+7Ei3n69OmJiQnm3KFQ6Omnn4YIt7i4mEgk3kCEXscrYfL62HrJUeIS1A2EAIQIx3HgGlnYJSTWhE0yPtIGy7asiMBf4fd+7/dCodDFixcxYj766KPnzp3L5XKhUOj2228H/SKiudl5Xdcff/zxb3zjG8ePH5+dnYVhQtf11tbWw4cP33HHHT/1Uz+1c+fOpaWljs520zQzmQzWi41KgqkII7tt26VSyXXdRCKB1RurOL44nMlkMhwOX7hwgYjuPHJXIpH4zGc+c/To0b/6q7/62te+NjIyArFtx44dTz/z4//8n/7Lv/k3/2Z5edmyrO9///vf/OY3n3/++ZGRkXA43NLS0tLS0tfX9/a3v/2tb31rJpNJJOPFYrFQKGDk3bd3/969e3/hF37hta997X/7b//t0UcfHRkZOX/+fDqd7urquvvuu9/1rnft27dvYGBA1ZSvffXrDz/88GOPPTY9PQ2zSCgUeu1rX/uxj33s1a9+taIo0ViEpbJ8bnlkZGR5efnxxx9/6KGHZmZmZmZmLMtqaWlpa2vbsWPHPffcc+TIkbvuuou8U0RsL5Yj+19Tg5BXa+oJLJKxazMYTzQaff7553cRfeQjH3EcZ2pqStO02dnZBx988KGHHsrn84lE4qMf/eghovb29rNnz3YQ9fcNvPWtb/3MZz4zMzPzpS996YUXXjh9+jRclEbPjWAtTkR/8id/Mjc3d9ddd3384x/vJ4LSkM60MAloI7q3QYHB5JjhXbxwCVsKurq6ksnkN7/5rWefffbLX/7y5OQkNEjHcYaGhu6///53v/vd3d3dMLCynQg9CpMf9BLLi79QqVQWFhaI6Fd+5VcKhcLFixdVVZ2dnf2P//E/QrQIhUKf/vSn9xI5jjM4NCAWsp3o1gbl9y1gpqdm6j6UQqGQTCar1erS0tIOolrViETD33vs8dHR0YceeujYsWPQCyGsbtu27c4773zzm9/85je/GWGfDhzcD/60ML+Yy+UuXbr0ox/96KGHHjp58iRoBGSzc+dHf/d3/rfXve51hw8fbmlJkufpJcqK7GK/GrDaAaXNMIzZ2dkH3v621fy2ZWVUtqnJ6RjRzPRsJpMZHx8/efLkY4899r3vfW9qagpkKJPJqKq6b9++e+6551WvetVrX3vv/PxiPp8f3rkD48NLL730+vteJ2aRWJkjorDcuvJhzc7Mwb+ThIgwoKRQkjBshjw3vkQi0d3dPTY29pd/+Zd/SPT7v//7xWLRcZxMJjMwMLBz584PfvCDR44cmZmZgQSYy+W2bdv25JNP9hJ99rOfPXLkyM///M8fOnSoXC5DMQV7A4v99re/fSvRH/7hH37oQx/q6OjYtm3byMjIn/zJn5w4caKlpeX555+HxeBLX/rSd77zHSIqFAoPPPDAG7xToRTPI160Eq7yUa4VQZlAQmJ9sUmu99yNm3Toa3mRVM+5GIkcP34cIyycriYmJmZnZ6EQsCdBiGh5efkf//Ef//qv//r55593vI1LmLYvXLjw/PPP/+M//uPo6OjHPvaxHTt2kOexjvP+GpUWZhTDMOCsA/MB4oI6wvZyx/PCRoPAWQ2ruueff76trW12dvZP//RP/+//+/9eWFjA2h1TFxF98YtfHB4evuOOO5544onf+q3fGhkZcRyno6Mjn88j2OyZM2fm5uY0TXvnO9+ZIIL1BBU/deqUruvz8/N/9md/9u/+3b/jk2Vzudzs7OxLL7107NixT3/60y0tLW1Ev/M7v/Pyyy8bhpFOpxcXF1GMv/u7v3v22Wd//dd//eMf/wUiqlarlmV1EKXTqaeeeuqLX/zis88+yx4euq6Dh508efL73//+q171qk9+8pN33313KBTaoINE2CLDC1l4SuFZYMIAhYJXVrVaPXv27NjYGLrHG97wBiLSNA3a2KVLl2ZnZ5944onHH3/8L/7iL1QvzhN7/LS2ZonoySefrFQqyWSSLVzVajVNVCqW//7v//4LX/jCk08+yR0Gy/rp6Wki6u/vf9e73vXe9773yJEjtm0nU4m2tjaICqVS6amnnvrMZz4zMjICCgUHR03TxsfHR0ZGTp8+/bGPfQzyKkxX7EIEOgIrle3FRIACSkQvvvgiphYY7M6ePYuCwaRF3t6OxYWl48ePf+1rX/vbv/1blJaIIGKhS4fD4Z07d37gAx944IEHBgYGdF1Ppnx84CeA/FYqlVAGlOq///f//oMf/ODUqVNEhN6FeXpxcfHYsWPf/e53p6enX/e617W1tRERfphIJP7lX/7li1/84hNPPAFKAceseDyOMDR/8Ad/8MQTT3zsYx/7mZ/5mai3OVHzAmjBgLV6+sU9Kh6Pow1hblYVzXXdt7zlLX/yJ3/S19cHcqzr+tLSUiKRiMVixWLx61//+m/+5m8Wi8XDhw8/8+zTKEBLS0uhUHjwwQf/+Z//+ZlnnkEVOMgCES0sLHz/+9+/++67q9XqG97wBtwQi8VAoIlIIXVoaOj3f//33/CGN4A3I64hxjoievDBB3/v935vZmbm0KFDx158QTQ4sMInmnRZPcVFwzBOnz79xBNP/Pmf//kfEs3NzeE0jrm5ubNnzz711FOXLl36+Mc/fvjwYfi58h5qIjp16hR6XVtbFuZRHujAnyYmJtADz549qyhKOp1yHGdkZOTll1+G8yuGwYsXL46Pj8PHA80CY7rohLC+EpQ4MYlLONd1gjdISKwLNjPwhBvswb6x4KqBFNgt4JOf/KTrut/97ndPnTqlKMott9xy3333LS8vh8PhAwcO0FM/qNVqMaITJ058/vOff/nll3t6ejo7O48cObJ//35VVcfHx48fP/7iiy9OTU195StfIaJf/uVfHiBaWlrC3jdEuKhbElAKaC2KF00RVlFMA9wUAOia7QV94EQee+yxb37zm8vLyx/4wAc6OzsNw1haWnriiSfo0oVz58599rOfffe73/2FL3zhzJkzd9999x133KFpWi6XO3Xq1IkTJ8rl8lNPPRUKhfbv33+UCA46aJl0Om1Z1ne+853vfve77e3tr3/967u7u6empiYnJ6enp0dHR5999tlHH310ZmbmV4mOHTt25MiRgwcPbt++/dKlS88888zY2JiiKBcvXvwf/+N/HDx48B4ix3G6u7uJ6P/5f/70j//4j8fGxtra2vr7+3t7e4eHhzs7O0+fPj0/Pz86Onr69OnHHnuspaWls7Ozv7+fPCPIuuv57HfCf8KoB9MMEX3kIx8pl8vf/e53cTTNLbfccuedd+ZyOcMwDhw4QESLi4uYZcPh8NjY2J//+Z9jerj77rvb2tocx1laWqLHHimVSm1tWSLatm3bhQsXotEok2/4ID799NOf//znn3/+eSKCteX222/PZrNojZGRkYsXL37lK1+pVCqJROLgwYNENDY2tn37diJ65JFHvvCFL5w8edJ13YGBgb1796bT6W3btsVisWeeeeaHP/zh3/zN30SjUTDyUChE5mWrH79lthcNBFKrpmmo1C/90i/NzMx85zvfgdXsgQce6OrqsiyrWCwODQ2h9xLRxMTEX/7lXz744IPVanXHjh2tra09PT1HjhwpFouwFj3zzDMnT5783Oc+57rur/zKr4AoKMKuYX674eEEUxT2vjz33HP3En31q18tFApdXV0HDx7s7++Hv+aZM2defPHF5eXlkZGRP/7jP7Ys6wMf+AC6LhH94z/+4//4H//ju9/9LhEdOnTolltu2bZtG6TumZkZevg71Wr1+9//fkdHx/79+28jQgAXdrBba0fiD2yYQxtitfP888+fOHGiv79fW3mAGLJ7/vnn0Qjvfve76dmnQSLn5ub++Z//+W//9m+PHz+uKMrtt9+eyWTS6fTu3bvPnDkzOzuLtdMPfvCDarXa2dmJvbRgddDUNU1ra2vj+CPopVg6FovFVCqVSqWSyeTS0pLuHaENkzRvyMDIgzEHiyvmxPF4fHR09HOf+9xDDz0EVfvnf/7nDcOoVCpjY2PPPfdcPp//5je/ubi4+L//7/87Omo2my0UChwclbwlKEQvdD94GaZSqWw2iwLD6bZcrra0tLz97W8/dOhQpVJ54oknJicnFUW59957d+/e3dLSksvlbr/9dvrvf8l7BcRXmxdC6w7Ogjfrk2RgEuuNzVO/mHCIs6M4Rl9L52bHaogWv/ZrvwZv6wsXLmia9uY3v/m3fuu3YL+zLIs+/alSqZQh+vrXv37mzJlkMnnHHXd85jOfaWtrGxgYgHvH9PT0P/zDP/zZn/3Z2NjYD3/4w/e9730D3gmSqqrmcjnMr0HAcQcKGYZs8iySLJiLTVEul1NeZAc2Wc7Pz3/jG9/Ytm3bb/3Wb733ve/VdR2nEv3N3/wN/cb/bFnW448/fuHChZGRkX/9r//1hz70oV27dkHtmJmZ+exnP/uNb3xjfn7++PHjJ06cOEpk27au68vLy1kiy7LGx8cvXLjQ0dHx7//9v3/nO9/Z0dE2Ozs/Ojr69NNP/+mf/umpU6f+5m/+JhwO/yrRz//8z//6r/96b2/v8vJyX1/vsWPH/+iP/uirX/1qNBpFs9zjrX1jRE8++SSsve9973vf8pa33H777bFYDLJZLpf7h3/4hz/8wz/M5XLf/va3f/qnf7qnp4elLztwEOe1wBU81tkZORaL4ZENDw8T0X/5L//l7NmzJ0+eXFxc7Ovr++hHP/rBD34wn8/zCdns8uy67unTpyuVyo4dO37913/9/vvvB3GcmZmhW29JpVKmaYeIsF0fu+qICD7XRPT5z3/+xIkTlUrl3nvv/cVf/MVXvepV27ZtC4fDhULhhRde+Id/+Ievfe1r4+PjP/zhD/fu3dvS0rLT62NE9KUvfempp55SFGV4ePhd73rXL//yL+OAS/CSp59++nOf+9wXvvCFWCxWLpeZ1sNrTfU2pfJ0hUbu6+sjoj/4gz/40Y9+dPr06bNnz2az2V/7tV/bs2dPNBrFhgPy6NeXv/zlv/zLv8Rr9cADD3z0ox8dGhqq1WqVSiWbzf7Lv/zL3//932O+fPjhh3fu3Hn48OHWlUspVzhLHvEXWltbUdTvfOc79xLlcrnu7u6Pfexjr33ta/fs2ZNKpUApnnjiiT/6oz86c+bMuXPnvvSlL+3cufOtRJVKJUb09a9//dFHHyWi++6778Mf/vCRI0d6e3tbWzNENDp6nnbu6Ovru3Tp0sMPP3z77bffRhSPx+fm5nBwIQX2vjSCWAs0IN5BiH8JokOHDj322GMzMzPPPPPMT/3UT0G+gpaMkQGiaalUSiaT+/fvJ09T/MEPfvBXf/VXMzMz0Wj0yJEjH/rQh+6///4dOwZLpUqlUpmbm/vqV7/6V3/1V2fPnv3ud7/7uc997t/+23+b9fbfcXidQqEANoaNCJCZcUoP3sdcLsdbxYkInqliAAVxwyarX/jzpZdeqlarvb29n/rUp+hXP/1//B//h6ZpMzMzZ86c+cY3vvHggw/Ozs7++Mc//vKXvzw4ODhEBL8otu1i60+pVEmn0zj0NhKJlMvlcrksinDwJHNdd9u2bZ/+9Kfz+fzy8vKv//qvLywsaJr2C7/wC29605tgMq7VavSpT4rGRzYguBvmC+/rxpJ4SWwErrP6JeKqXySWuCORCAw3ra2thmFg1w8RYd8TBADeKkhETz/9tG3bAwMDhw8ffvWr78nlluEjH4/H9+3bk8+/Hi4pyWRyZGTkqGdAaf7Ot7S0kKeBPfnkkxcuXMDeKHbtVL3YEBjTDx482EVkmqYopyFe6Ac+8IF3v/vdmUwG96fT6fe85z30G/8zptuRkZG3vvWt/8v/8r9s374dekw+n9+/f9/73ve+c+fOPfHEE6FQaHx8nIjgq4QFbqlUUhRl27Ztv/Ebv/HTP/3T8AQPh8N33HHH9u3bT5w4sby8PDk5ieH4X/2rf7V7927sD3/22ef37NnziU98ArogEWGXHCQNpDwwMDA8PPzOd77z1a9+dalUMgxjfn7edd0dO3a84x3vOHbs2D/8wz8sLi6eP38eW9JgxmKz79U9/UZdgvsbPMCgrMzPz7cTwXEYD2V+fl7zImnB/ZyIarUadAUM8Xv37v3FX/zFj33sY62tmcnJ6Wg02tPTQ95hACEhjAI7saE6//iP/1gqlQ4cOPCud73rgQceyGaz586dc113cHDwDW+4T1GUpaWlv/7rvx4ZGXnxxRdf/epX7yQaHOy/dGmijeihhx6CJfETn/jE+973PkgUMA7ecccd99xzTygUgtzI/dn2wojD/shzKmoBPzwigpG0XC6bppnP5xGtA5OoI5zp/v3vf1/TtEgk8iu/8is/+7M/29XVxV5lExMTb37zm/v7+x3H+epXv/qDH/wglUpBvWPaKj4L8mgxwoKkiB555JHfJYrFYu9973s/+MEP9vX1pVLJXC4/Nze3ffv2e+6551Of+tT/+//+v9/73vd++MMfHjt27K1CiL7h4eGenp5PfOITb33rW+G+Nj093dXVBV3q7W9/+9e+9rVCoXD69GkiEn3jaC3RCniJiA+RSKRQKGBtliV63/ve99hjjxHRCy+8MD093d/fj3AecGY3DON73/vemTNniOi+++4DZS+VSmmiM2fO/OAHPyCiN7/5zZ/61Kde97rXWZZ1/PhL0LS2b9/+kY98JJfL/af/9J9AQ9/2trftIMpmsyztkxdFRVTTsbZMJBJ4lRBvwvXik/Ej4NWv6gF8V9zzWKvVdu7c+R//439861vfSr/66bGxMdDxe++9d9euXZFI5POf//zi4uL3v//9o0ePDnnpc5OySxnMiLxdFOsTfojFYrFWq2Eb9fbt27HPA+YFImptbW1ra1tYWIAbJddC1MjFTNcRvjSl9CWxcdg09esnoEDE5Gt/izTv+FgsPSF1YAhwvTOOsM8feWEeYrWpu7t7cTEXDoez2SzWYeFw+Pbbb//DP/xDuDKwBwMiLTUpCbxkoMP97u/+LpxyUqlUuVy2hdM/oMpEIpGvf/3r5Mn1uJmIIpHI29/+9o9//OPJZBKH0Var1cXFxb1795IXKCgWi73//e/HrrpcLtfZ2bm8vFwuV44cOXLkyJHHHnssn8+fPHmSiOAyzAGZotHoa1/72vvvv7+trQ07trDhv729fefOneAfXV1dNHFp3759U1NTqqpmMplMJmNZ1r59+2677bYXX3wRe+6IqL29fWFhIUv0uc99LplMTkxM8JIXq3Psou/r67vtttu+/OUvq6p64cKFWq2GNsGRuus4jCqec64YgggUhPe9a96pU6CeMBvBAoiv0uk0ZFTsKXvPe97ziU98gohGRs5BH+KArmhVRVEQsgjpW5a1tLSU9BjqRz/60Z/7uZ9zXXdqagqRCJaWlhRFOXLkiOu6Tz755NjY2KOPPvr2t7/9KNGlSxOoSC6Xi8Vir3nNa975zndms1nMi9j8XywWQ6HQ61//+snJyc9+9rMc8UH1glGBc2Dm4/iiHE4CkgmsV4lEolQqoXNaXsz9xcXFONEPf/hDx3EGBwff+MY39vf3Y5LGJtPW1tZQKHTnnXe+7nWve+ihhwqFwrPPPotIco0eCu+/w/x6/PhxIrrlllt+9md/tq+vb3FxsVQqpdPpTCajKEp7e/vP/MzPnDp1anp6enFxcW5ujoiwsvrc5z63uLioaRo2wVQqlUgk0tfXh0MIiGj37t2IrjwzM4MniKyZ31/ddrlisei6brFYRDGOHj06ODg4MjLywgsvvPTSSyBYGCuw4+/HP/6xoijJZPK+++4DL4Tx8Z/+6Z+IaPv27W9729sOHjyIh9Xb2wv9e25ubseOwY9+9KMvvPDC448/furUqUceeeSdRHiOHPQBQVXYn0FRFDCbZDKJJ5vNZnFgIq0MGe0IR6gpwsED3I2JKBKJvO1tbzt8+LCmXQ4OEo/HcSq2pmkf+chHvvOd7+RyuYmJiaeeeurniCKRCNwbkAskN1VVYV7EOW/gr5p3MkdIgKIo2PWC9SecMuFRinEJCXJYaZ4yWOFe66NcDXhEktxLYuNwo2ygvcYJGAMNrBtEhBhXGJUwTmFXfDQa5TvJW6hdunRpbGxscXER4bbhg1UoFJaWljKZDKgP5gy4VLOuUBcYZDFQhsNhjLyFQkF8n13PdRSqPu6Edy2up1IpRVEwwWDjXnd3t+u6SKOjo6NWq2Wz2W3bti0tLbW0tCDM6bZt23K5HLaYkRcAiTx7FlijruvRaHRoaKirq2tmZoZds23bjsUiyWQSh/mglVKpBIbsUqm0uLgI2xwmFTQRES0sLGCnHtayQ0NDHR0dsIPAFtPV1YV1MFa0iqJMT0/zKU8o4TqOoYqwNwrre8cLrotgCugeHFUSN4fDOkJB4smWSiXUDp40vb29qVRiamoKx1Szo7HruliNK4oCp3IwAIRTIqL29vaDBw/u3bsXcVKy2SzoBZoxFovt3r371ltvTaVSFy9efOmll5AjmB+Svf322zE1YkcYAvHDlDY0NLRt2zZIWXiIMEJpmgYLFEgPJmnE6+LYofgTgTkqlQrizXL4K0yE0Pa2b99+4MCBeDyOuRDyHnZvFIvFI0eOoIQzMzNw4Q++yHwFYfbwGR8OHjzY29uLaBTYGVCtVi9dugSr/Yc//OEvfOEL//zP//z+978f3Z6IQLNwv2EYyWQS2ztU7/wcmHfRvESEgCNXTb+YqViW1dPTw01kGMbBgwcTicTU1NTZs2fZxZOIisXi0tLSs88+S0TpdHrXrl0YEyKREBG9/PLLCNA/NDTU3d1tGAb4ZalUAoO/dGli+/btt956K8yC2JcArswaFUeRwMNFD0G3dIWosygqjj/iGjEPc4RQsUye4J516623dnZ2FgolIsKYiUhyYN73338/gkRAXIeSzS3jXj5KMgQajeeCTVGs8ePdRILRaLRUKsFwgVyIKJ/P67qOMI2aF8kvEokg3A9vcLFXxiiWkNha2CT1SxECFvteeNwgukPVTYEtd/wrVThjh8eaSqWS8MR5HDuIuDjkqR1spiSiI0eOTExMTE5O/tf/+l8feuihD37wg3v37h0cHDxwYF+5XJ2ZmalUKp2dnfBaICLs11MUBSfScIxBjBGKF3eUiCA2fPSjH21paSkWixxCHdMhz4umaeKUQA4vTt5erUOHDmGmQdXy+XwmkzEME8qbrusILZtMJjGTgQ9hrEQ6bAiDQoD4rvAO6e7uxqi3vLyMCVjXdcchnJY4Pj6+e/duunC+UCglk0kOoAUjDtap7PYLt6os0cDAwPz8/MLCQiaTaW9vn52dHR8fx5iLGl26dAlPJJvN4jnqus6no4gMzPFO1dS8ALPBxajPlq14kUfY34sNH2Bd4OKud4CP5h1BgydomjasNphBOZpGoVDo7+/v6uoiIpj/RJbGphDFC3IBacQwjIsXL+4jWlpaGhoaKpVKc3NzME5hckqn0/l8HtaW1tbWzs7OQqEwOTmJpBCvjoiy2ey9996LjsEPF7wqGo3WarWjR4/u3Lnzqaee0nWdLAPBTVzXxQMC4wQXwbIB1Uf4cnyGAGl5x2zjmcKdHzTuta99LSyGeOIQlRHlwbKs3t7eo0ePfu973yMiHBcDYsSPwPXibNVqtdbWVrRDr7dX4Pbbb0fwqra2NrCieDyO/YPRaHR4eJjNVURUrVaTRI7jYKMAGNXU1FSxWFxYWICGdw/RzMwMuhneC807BoNFa9s7SBEnNJBn1lS8wwM4vBM+sDqLdx+srrOz8/3vf/8jjzxCRA8//PB999139Oid4+OTIAff//73x8bGXNd94xvfuHfvXrGjokb79u275ZZbIKfBiyuTyaDWaIGjR4/iMcGEKoru0LdcIRw/njjiknDwDq4XHgrvisU9eOKaF8aZt4XmcrlXvepVw8PDcLdPESH2G4dpbW1tHRwcTCaT5XJ5dHQUIwAM2eSdEhsKhRyHwuHw/Pw8fLYQzYd3F/HqJRwOowXK5TJWiSgV9uRi2NS8kH6uEPEraOO+RogaoXgFvRfFEE3zEhLXjs3z/doc8DwN7wfyJC7yVocw8+G2n/7pn3Zd99vf/vb58+eff/75iYkJXdczmcz+/fsPHDhw11133XXXXXA0xqLNsqxUKoWlJFaQTCh9kj4CeT/wwAN79uzBlMbau+1FycciFUqV452JRt7qlhkJ0nRWHqjHNlyMSiIPEA27IpcVGYzjnQHCjhqYeyqViiUc1uZ4J/aIbIYZJ/tkYDvhpUuXWltbz58//8UvfnF+fv7cuXOIgmFZVi6Xq1QqiD3WiF6LhhK43ELm4diYYjuLtVOETRu+p+BjaXWzVoVTz0kI/M1NipW9aV4OUymmL7YthAQuJ56dbdsnT578nd/5HSgQyWRS07RCoYA+gJCwExMTpVKJiWY6neJZU9f13t5esHZVVWHPJSJE8yeidDqNw8W5jng0zSN62MIpwqp3bLztgZsCs+Pw8DBeJe4DmP6xyY48O35raysU5SaAdx2C2yELHNVQrVaXl5c5gD6UOYS1g25qWVaaqFgsthO1trbmcrkXXnjhxIkTJ06cOH/+PLg1IqecJ/rd3/1dRJRFtwzO0LzM8/UWX7cRH67iHbLEpxpEo9E9e/bs37//qaeeunDhwqlTpw4ePIggt8vLy4899hioxp133tnW1oZWXVzMtXqHp3V2diqKUiwWweaz2SykYqwkY7FYT08PTr7Cg65Wq65w9BBeUqaGHD0VojLTFDA2pKkJkf3F2onvCMqWyWSy2axt2/CFQIAYPm0WBBSRcXTh+FceY0HF8DokEgkMMuRthOSovLyO4kcgrs/5WfCC2fdQ+NE073ISEjcybhL65XszlQaB9cnzssrlckmiu+++G0FBH3744ZMnT87OzhLR5OTk6dOnH3300aGhIUSsuPvuuxFbAcPc/Pw8RgceEcThm8WqUCjU1dXV37+9WCyTEEpbXEJBFSDPx4h9kmq1murtYxfpl67/JG4F1xQfRPXIN6/47sTPxRU/e4S4XihU3TtME0QQ7IF3FJIwLJZKJWwmP3/+/F/8xV889NBDx48ft71DCdm4yWi0doTvsOM4GSJYOSG0BO28XDWx8X11JEEn8z0gWqm5gkOr3hk1ohyC0uLYx0qlws7pwXT4ZmbM4tlBY2NjmD517yho8qJViSWHvdIwLFa/KpUKtAeWWmFMhwdVOBxua2uDVZ2DPlje0XhBe25dViE2Jmu3eHZwS0LPx2kTmMhdz5kSUgfM66ZpwkOr7jSJulcqlUwmI7I0eMKRp/6a3iGnmqZls1mQBhhqiQhsb2Ji4lvf+tZf//VfHz9+HOVEYbg/QLrjN9EVILZDE/ol1oKZQSQSgTqFlYmu67t27brnnnuef/75ixcvYnssdKyZmZmHHnqIiAYHBxEjfn5+PkOUy+VaPW07k8nAPw8RIsDtwK1B8lKpFE6pQnO5K88FgU8Vn6WIo4TQQzRNw3lf3D814YxIsd+KgxgPR8gUh0DwT/iYJshRHEQQLRwO61hlcb9CwaDYud4BbrFYLJvNYqxwV55WoggrRkc4clEcY4Mvu4TEVsdNQr+C4FGbT7qFm2qhUGgVDHMHDhwYHh5+y1vecuzYsTNnzoyNjZ07d25qampxcXFhYQEXFxcX3/3ud6c8oxiWeqLg5Ap+GCHviO5KpVKr1YrF8tzcnBoIV8OeHPl8vsNzWeXxSPeOUBQHXNfz/SLBnVz8QCsHMvZx4bKRQER4vQvhLRqN6rqKtbg45HH6YqZiO/Pi/q//+q+/9KUvwciFGPeRSAQnOsfj8ba2tueee+5b3/oWzhXhXPgzTA8stqH64ixCgbO6xQ/inb5JVKSqQa7m8QkF3QMPhaVT8gzZKCfvERPSJ0WY53jGgnIQiUR6enpe9apX4ZhI1EhRFAgb5M1VOJTw1ltvpb97kH2N4dQFfzJXOISUvAjgkEtRJMc7vNkJRFATyZDrKV5sxAflYkWWz3fH/ZqmTU9P33XXXTjZE2cKoVQ449IwDFxhSY/JjdjIaApEQ2AfRLIMsEk49MDJkvfHgEfi9CRHOFXwj//4jx955JHR0VEoczt37hwcHNR1vaWlJRaL0W//u3/1r/7Vgw8+uLi4yBtZxPnb1xRBpli320CQxrNDMXAG6NGjR7/xjW+Mjo6+/PLLCwsLfX19uVzuxIkT8/Pz4XD4/vvv7+np4Wi3HAYC2h6kMlzB2kP1YjJXq1XxnErUnV9nlAe1w6CBJwiO6AhhgfllJ+8FUQLrUpYzydv5CGcJHlKSySTOsCfPpwLBR7ifuO5P4l0zmBfiT7YqBm8T+6E4KPE9TBmDy55gdSQkthBuWvolgpdTmqYVi8VWIizClpeXQ6FQW1tbOp2+7bbbisXi+fPnESZ0bGzsiSeeOH369NNPP62q6vbt2/uJlpaWVFWFk7IjxI/m4UPx3EcwV2HJGIvFsHVIHD0ZsN1gYgYpZF9aauzc4ArBb5A1syuRgvBwhtGZc2efORJ0OPIODnc83yZOB+KE67o8MvJIiutEBO514MCB173udQ888EBfX1+5XO7p6cFCGUP8448/Pj8/L5acPy8vLyuebx+UPxAONvdwxXlqFMdo/uzx1J+s7H030Mqh3NO9ftKetFLHwlSEpwnaoQjhixzH1YSGwv8c4tJxnN7e3o9+9KOvetWrYIqFEx4c9dA94G6M0yGJKBQKoXOCbI2Nje3du7dcLsOvC/ZHFK9arS4sLCwuLjJT5GcRlL646cQ/fe2JY/XIi/tFRKZpnjhx4md/9n3gBNjOArcztFupVDp79izskggqJq4ZggWABxh5+uLCwgKoP+srLEeVSqX29nacWc67Q4joa1/72vz8fH9//3ve854777xz79693d3d4BzxeJx++9/df//9Dz74IAl0p1Fh8Ct+6L72YaA8kBv5RQNNOXLkyL59+86dO/fcc88dO3ZsaGhocnLye9/7Hh7i2972NrxN0O1wriIympiYKPz/2fvuMDmqK/tbnXPu6clB0ihnlAOSQAEkBCJaRBuMRTBesz+HZXeNA7vrgG0w2IDBZEwQEkEoo4DyKOc0mqDJM51z7q76/XFcz6WRhBEWBtl9Pz6+Vk911atXr947795zz41GzWZzIpGAlxfIBm4tuVyOAmjZbNZut1M8Kn1hBUEAgGMIjNWYAr+CJfqgB9jrf7ZvTxAl71nKSCaTCYVCYMGzg+GpxVvA83w4HA6FQpgJiSiRSKZSKRbvRvwRB8NzzHEcXKehUAi+SWxfpRswxtqkM0EV24PhYUnf64InrGCXuv2TwK9eThFBrJlKEh0afIkpA9NNaWmpIAjRaBS8k9LSUrvdPnLkSI7jvF7v0KFDn3nmmWPHju3du3fXrl03ihQohFHgk6AzuVmCGNTDn1KpFPLF8vm8Vqtl6XgkySTAtAUfBhwDHMdh/uJEuXbhr2KJf01VlV5dOmEJEt8SW5jZ1Cb9FREh8whzayaTY94dBiIRPey1UEmjkJivreItXHnllXfffffIkcN9vgDotHDnsPJw53uCUhSIxwEYmpeodZCYV0USflWvYYB5XPoTaXdJL8eWKEEQ4O6SOhuk2Foul2s0KuQennOFZoQbLJNarRaoOpvNNjQ0RKNRtVrJSlsCJIE/jvNbrVaw74mIDVEI7R49enT27NkIL/JiRkU+nzcYDFCi8ng87CmzNrOWSO+dtZz586S/YmkBJIb5iCgYDHZ2diInA12EwQCaoN1u7+rqQt4fEUExX7o0sj0AehiUPih3wJqbmzOZjNVqRXlQ0OyA7UwmE0Ja0WgUmwFcBSHaadOm3Xnnnf3790feQCgUEgTBbDaiAxnBqFe3nP3gpN1yNjzt9U8AQTQDeLS6unrgwIFbt25ta2s7fPjwggULwuHw9u3b8/l8nz59Bg0aBCIXHih7IqgeFgqF+vfvjyKzCC4jHwJpPc3NzcDfFRUV5Olheaw4QzabBZc0lUohj4Q5aM1mczwex0hG4JLnebx9bKaS+pzg8WKeSyIKBAKdnZ2jR49KJPREBLUzmZioKJfLu7u7UXwd9wU3HqNO4khArlQqhcwevMvMn4ftHInzEutqRrqXNjIvJk6xd1a6yTwf1i9Ywb769s+QxNFrY0ciwYKt6Cxzh81EmCx6enr8fn84HAb1taenp6Wlpaenp6urq6Sk5JZbbhk7dixS7sEXRiI085OfvQmTyWRYuoCrWFgnkUhEo9FIJBIVDTtIFLrBb5nvQRpNgJuNTT2MYMEuB3IMSLusB9iekgWVpD3Di7mBDJ5i+s5LtLJ6cWAZvQa9ivMzTwl0ZeEUrK2tHTx4cHe3GxABwp6CIKDuEHCV9LTss8FgQLEUEhcqjuNAluq1CjJGGkOQJC6uQKsMfjGUSWd6ZQRJFi0vJj0olUq242c/BNpWKBT4Kcs4k/2Vof/XNkhXEdSKISKPx7Nr166Oji5IrCEdDy6ERCKRy+Xa2tpOnDhx8uRJjIRcLgc2FVDUkSNHvF6v0WgEnkO8D76iSCRSV1cHIVbp4Gc+MDoLdPbqSTbY2HuBNohCCWpU5t65cyeJ5argCIHTLp1Oo3gfnj60r6SrqdR4MZEQazbibrt37z5x4gQnikLB18i0XVavXv3KK688/fTTKDEExwmoUcOHDx8wYEA6nW5ubu7o6ID7MJ3OEhFaS+I7Lh1vvR4u+//ZH6S9xFZ66c6Evd3jx49HKYX9+/fX19d7PJ6mpialUjljxgyWKgEYhB8OGDCA53mPx7Nnzx5kvwLWY8qCe6mtrW3r1q2Qqh81ahSeC/OiEVE0Gg0EAhgG6BNcQqfThcPhxsZGJjdNIqGeJPOkcKZJ3eEcx3V2du7YsSMQCEoJXgpRrRp1ycAoAODGdZmOcTqd9vl8cBbityzDtKenhxUPlbaEbUSZZ5dF/wH4ej0IKljB/insnwF+nW3YqrIwATglmGgwE+FPv/3tb3/2s58tWbIkFAqVlZUZDAYw8UHXgIgo5kfsuZF7z3Gc1WoVJGRYKZ5gqxqYNCaTyWq16nQ65BPZbDaHw+FwOJxOp9PpLCoqAuDA5AUcQ0Qgz0o5OgwN0JlpjwrRhLN4UYLEWSXtHCn8wjQHTAahAU4SnWSrkUxM2GTwi3mePB4PwklIwoJYImqz4EIQd92+ffvKlStxDAu8Sj9v2rTp4MGDqJosTVZlzWbzNRAD6xyZhFfH2DMkWU2lfSI1/BUC9xzH6XQ63D5JqIGCIMj/oomfBfiQruUymQxXAHRg+BgxRyJCVGjr1q2HDx8GE06n00Eb02azabXacDi8YsWKX/3qV7/61a/27t1LRChTQ0TIxt+zZ8/BgwfD4TAccgqFAspMarW6sbHxz3/+M1O8pDNh5dlvBOsB6XYFWBZMJsRVicjhsJEYLGtoaFi7di3UAYCSQbRyOBwtLS0ffPBBc3OzyWSqrq7GLZ/PG8H2D3iywGqHDh2qq6uD+olOp0P4TCaTWa1mt9v9yiuv/PznP//FL36xevVqEuOVWq0WEsSo62UwGEBCd7lcaPyqVaukHtOzV+uzoX8v+HX2mDl7UwfSld/vHzduXG1trUKh2Lt376ZNm06fPk1ETqfziiuu4DgOLzKcvninpk2bptVqu7q6Pv7444aGBmTzAJqr1Wq9Xp9Kperr6+vq6ojIZDKhCCnmLga/IOvqdrt1Op3D4cDsgbGxa9euXbt2IV8S3vRcLgccxm6QDQZsZoB7WF95vd66uroTJ04wIiYc85jEtm7dunv3bkjFjhw5ksRoI0LPuVyup6fn9OnTGLEYyQaDAYXkt27dCqkOKaMArcI2Eq4vkpDhQAqUHnzO0VWwgl2KdsnAL3BypR4duVzORPxwDOI1JDJVZTIZxPoOHDiwY8cOl8uFAj4k7kefffbZF1988aWXXnr++efBMjEajUqlsrS01O/3L126tKOjA7Kic+fOJRHHJJNJgDl4AiAppFarpTEdxFDQVFDvQbZFI7F4AKmwKhy5XA6kH15krQqCEAwG4cwA6GF7UMh4YmJNJpOojAQWCInMM16UjUCuHBoPDWtEZkFlw2rKOhCBSByMSyOvCuVWMplMIpGAGi06H9XuSARGW7duPXbsGM/z6Hk8hQ8//PAXv/hFS0sLE2FCVh3UpORy+Z///Ofvfe97N998869//WsSxSx4MZ0NlCB8UCqVwDEajUZMFcxwYlwGq7vNZoOXCJ4tRDCBIBmsdDqdWHLC4XBzc3Nzc3M8HhfE2DGjEkODihN57hACYCJMMpkskUiRqAsAtXEi6unpwYWQNnjw4MHXX399/fr1yG5DFmEul2tsbPzxj3/8xBNP/PnPfz58+DADuBhCM2fOJKJ4PP773/9+w4YN4XC4qKjIZDKBqbN9+/bHH3+8vr4exd3ZfXEcB24ZJ6mOh4wQloyCSGhlZSXGyZo1azKZjFqtZPWjAoEQEX3jG98govb29mXLlm3cuDEajRqNRjSyp6fnwIEDGzZs+PDDD+Gx+H//7/9BHQ2+FhYOE8QIF15Mpqs5ffp0IgoGg++///7bb78Naj/AuslkOnbsxNKlSw8fPpzNZgcPHnzLLbcQEVA+fr5x48ZNmzYBkWi1WpfLmclkQPk6ceKETCZDfUyMavDqmK+X5/lkMhmPx00mEyLmQCeAESTuT/CIkRmA9nMcx4spLHDmocGTJk1Cxy5fvvzll1/WaDRDhw5FGU3QsABNILAMHTWMisWLFx87dgwzD2KygiBs3779D3/4g9vtNhqN8+bNu+qqq3AX0NDC50QisWPHjm3btnEcZzDo8vl8cXGxQqH48MMP//u///vQoUPoK1woHo/jhSWR1c42irhT9iqBUOFwOHbu3PnLX/4SkmNQcbNazZFIZOnSpc8++yzSAoYNGzZ16lQS94QsMBqLxTZt2rR9+/ZwOGyz2TCpRqPRFStW/PjHP4azNpVKRaNRKLlgtCgUCp/P53K5sK/bsGHDqVOnVKKx87PsE05M0/5b60bBCvbVtUuG+8VJtK9YSA5/YvCLubvhKhg6dKjVau3u7j527Nhzzz3X0NDgdDo5jruNyOm0E9H06dP37NnT09OzatWqcDg8fvz44uJirBB79uz56KOPjh8/LpPJ5syZgxBAIpGAbgWoGODaAydB6lCr1WKygBrT4sWL16xZAx1IErew+XwennlQSUpLS38o1gVid4RYjFqtNplMgiieiS+JCHErKDSiteAGQaYcriOcCvOvIGZ9kuiWQ/680+kEnoD/A8rvaABLdMIcDb1ZvV5vMpnA4QBBh4j0ej1IS/379z9x4sSaNWvUavXll19eWlpqs9k6Ozu3bt2K0ofDhw9HBUyO41AR0mazGY3G9evX//rXv+7s7DQYDK+++uqfiOAwEEQNJObNYuEkAAWsRvAc4JhoNArHJIm7dhbFkEmEE7FYjhgxYt++ffF4fM2aNblcrqKiori4uLq6ulSC42WilHkqleJ5XqfTgXgODVvmcYR7ANCHJHIbP/jBD37xi190dHSsXbs2l8tNmDChuroaYHfPnj0nT55cvnx5OBy22+3z588fPnw4hhaueOWVV3Z3d+/bt2/btm2BQGDGjBn9+vXr27dvLBY7fPjwqlWr6uvrL7vssmw2e/z4cYaAOY7DGMAQZVQbIDORaJirqqqqqakRBMHtdi9btkwQhMrKSrlcPn78+FKinp4eG9Hs2bP37du3c+fOQ4cOPfrooxs2bBg/fnz//v2J6PTp04cPH37xxRfx0s2YMWP+/PlSafWzDbKx0DEmoquvvpqee0atVu/fvz+bzUI3q7y8nIiOHz++f//+rVu39vT0GI1GFt2DK8VkMgWDwZaWliVLlhw5cqRPnz4OhyOZTHZ0dDz//PN3Ec2YMaOurg5Sc0Sk12vxaPAusNoS7DmazWYIRsjFgrAQdAUWR79JdXqZ3wibAaVSOXLkyPHjx2/btu3QoUPgpI8dOxbOQrZH0oklzkaOHPmd73znnXfeqa+vf+qpp3bu3Dl//vxJkyYhkHrkyJEtW7agVthll1124403MjYhK0g6cODA5ubm+vr63/72t4cOHRo2bJjVapXL5bt3716+fPnp06f79++PutcYFSaTyefzAXwzHCyIuS+pVIqx8TBBFRcX2+32lStX+ny+nUQ7d+40GAxut3vr1q07duzAvnHMmDHXXnstKzHCiUqBgwcPPnny5ObNm4PBYGNjo9PpLC8vj0aju3fv/vOf/6zRaKqrq2nfHrVabbVaVSpVPB73+/0mk8lkMlkslsrKSnDgTp48+eKLL9bW1ppMppKSkvkSOgRJ3P+fvmQUrGBfcbtk4JdMUipEJpOBYMviLAwKYIWORCIOh2PixImjR49GdGPlypXr169Pp9NTpky5jSgWSxiIHn744V/96lfbt28/cOBAfX3966+/bjaboWDEZq6RI0fefvvtgwYNIlEynoiQrwQoA6wD55xSqUQAEVXnnnnmGbZjZpRwGCeW4Zs0adIPiex2OxZ4/DWXy8VisUgkAjwE8CQIQiaT0RBZrdZ4PI6wEcAZ4AIcV/l8HoRcEjemCIHlJMVuQ6FQIBCAW0hK1gFZHnx8EuWwGdcHbGhBEFgsg4h6enrQJ1dccUV7e3ssFnv77bdXrlyJHK5kMhmJRAwGw7333ltTU/OrX/0qm82CKYImZbNZlJMzmUxsF05irAqUZJQYl8vl6GR4FiHOSaIjE/frcrnS6TQgF3IV0atMKISR5+Ry+dVXX71v375Tp04dP368vr4eSrm33nrrFCKLxQJfBYs1Oxx27LzhuMKiaLfblUo5iXVdkskkGiOXyyORiJnoiiuuaGpq2rRp04EDB957773ly5ezdDAUOyeioUOHfvvb3545cyboUMxnM2vWLLfbXV9fH4lE2tvbX3zxRRTKlMvlcCFMnTr14YcfXrx4MUqYUyaFJTaXy0GvAdCBbVQYBG9qaqqsrLziiitAvaqvr3/jjTeQifnYY4+NFoHOpEmT/u3f/i0UCjU1NQUCgRUrVixbtgzgHipoiKUuXLjwzjvvlMlkYIydz+B+I6J4PK4hmjBhAhFdffXVO3furK+vRwlI7DHQ5lgsVlFRMX/+/Ouvvx5+NdzF/fff/+abb7a1tS1duhReTNRmBsIgogceeKC1tbW1tVW8XBI4Hi9mNBp1Op0IjisUCuhvZbNZ7GFw43CJYXz24kVJExrwUnR3d5eVlY0bN27btm0QDhwyZMjNN98MXjwAHJPAIKKqqqqFCxc2NTXJ5fKWlhbECkmMNTNdtHHjxt1+++1jx45FkxC+BHB/6KGH/uM//kOv1zc2NjY1NaEZSqUyFAoZjcZvfetbgwcPfvXVV9vb2zs7O4nIarVC2FY6+TAQqdPpdDptOp1h09rs2bNnzpz561//GtHwRx99NBaLYYsFytewYcNuv/32q666CsFQNLi8vBT37vP5PB7Pvn37Ojs73W63IJZal8vl3//+93U6He3bk06n/X5/NpvFS4czWyyWKVOm7Nq1a+PGjSdPnjx58qTD4VCr1RMnTpx/JoG1YAX757BLCX6RpFgyVmK8/2yXz/CKTqfr7Oysra296667jEbj7t27W1paMBWCwAvZ1WHDhj388MMjR47cvHnz0aNHSSxFh8iFSqWaO3fuVVddNW7cOLQBTib4Nhh1ie2S4cHCpI8C1QxMSKUB5GKJD16U3yQitVrJYh9E5PF4iouL4VGTiSoM+Xw+m81qRL8O3E4IhCGrDk1CipnFYoH/DFe32+0Q85TJZA6Hw2azIUTFVjuNRhOPJzUaDaAnWgjWPCrwACe1trYGg0Esk9g0l5SUoNMeeOABu93+7rvvAjEQEQhDkyZNmjVr1vXXX9/S0sJiH1jFcUfV1dW33XbbSy+9FIlExo4dS3t2yeVym83Geo/VHsEmGyV+4R6zE0FDC90IoIbTotgO2/Gz1DAS3YETJ0687bbbVqxYcfz4cZ/PF4lEAJqJCKFPdvWOjo6eHjeikyQmCeIxpdPpPuIQRaoBSdREnU7n//zP/yxevPj1118/dOgQK26NS2Qymfnz53/961+HA4N56QAlBwyo/e53v+tyuVavXr169WpBEAwGQy6XQ33ir3/963fdddfIkSOffPJJjuNUKhVlUtBUw2IsTTVgPoO8qLYvl8vHjh37ta99bcOGDfv37weGjkaj8BiB9aVSqaZOnfryyy+/+uqrS5YsaW9vJyLseUSKmOOmm2664447EH/89PcX6hIGgyEQCNhFV9Ddd99dVVW1b9++AwcOYEfB+mfOnDnXXXfdxIkT4fDDcDISPfTQQwaDYcWKFc3NzW632+PxBINBYPof/OAH9LOfVFZW8hIVVojTIhSOZkCgn5VwDgaDKDEpEyt1YlfD3m5BLNQj5cwxGn4ulystLR0xYgQKsPI8P2zYsKqqKkA6NvZIQiAbOLD//fffv2PHjjVr1uzYsQMxcYxYzE533XXXHXfcUVlZCXhERKlUqqSkBGeYNm0aYtbw0qEMKBEVFRVNnz79O9/5DigT2Wy2tLSUmhsxquFFZoQENm3mcrmeHnckEhlApFKp4FYfOXLkN7/5TYVCQevWut3urFgzLZPJzJ49+9prr506dapOp8NsnEqldDpdU9PpvkTf/e53+/fv/9FHHx05ciQUCqGSEs/z/fv3nzlz5pQpU06dOoWrm0wm+IyNRiMoDQaDYcSIETfddJNSqTx48GAwGETlAyA/tv3GE5Hy2D594BWsYF9Z+8ITdwWBOI54nhKJBJQnGdGVOV3YzkY4v5oLLyqS4wyJRMJkMrW2to4cNYIdE/AHo9FoVXXl32xVy+nW6pqqzo4uo9Ho8/lOnTqFjHGU1UskEoMGDRoyZIjT6ayqqkqn06FQqKq6MhgIoUYevDWYEeDkR2QQKgyDBg98/o8vwM+BJZORYECHQoY58IdKpbpuwbV+XwBZkIMGD3z/vQ/MZnNJSUlxcTFoK2zbbTQaDUb90iXv5fN5o9E4evRoxNeYfwvsjWPHjh04cEClUg0aNGjGFdPb2zrgRqqsqrgYj/QMO3L4aFFRkau4yOP2dnd3ezyeTCZz6NChtrY2s9lcUVExePDgvn37wkVRV1cnl8tdLlefPn04jovFYsXFxQaDobW1dfv27W63e8qUKRMmjve4vUh3gB8uHA6jXDpy4vCNVqu1WMyc7IzR0tP913p/iMzGYjGobcH7KJPJilzOv3lTJ0/Uq1SqPn1rPv2wYCBkMpnkit7IIxgIhUKhmj7VjQ1N8PqkUqmOjo6jR482NzcTkcPhQPpeZWWlWq222+3wh5WVl3Z1dudyucqqioZTjTqdrqioqL29HfHH9vZ2pVI5YsSIqqoqkN+NRmNdXR1oZA9959vBQAgeF0ANXqISQiK/sLyizOP2plIpFG4/efJkIBAIBoNer5fjuEmTJo0dN6azo6usvDQUDGcyGVRbhwpxe3t7IBAA9XD48OEul2vIkCHoYYPBsHfv3kmTJ7p7POfsK7yzVqs1nU4XuZw93e7iEldbazsu3dbWdvr06a6uLo7j+vbtW1tb63K5+vXrl8vlTCZTKpVyFRd1tHeWV5RFI7F0On3ixIndu3d3d3fL5XKw76dPn15aWlpc4jp29PjRo0dRouCmm29sbWnjeR6lUfv263POtvWyUPAvwX0iwi6FUb5gziKHx+2FWzGbzVZVVXz00Yof/ehHJ0+edLlcP/nJT2677TYmCQEfs81u7e7qKSktdvd4wKdMJBJ+v//48eOdnZ2nT59GJZ/BgwdXVFRoNJqKigqTydDa2q5QKMrKS909HpQzKi0rCQZC6XQaVTr27NmTSqVKS0uLiopQ3D0SiahUqr179yIn5vobFpxubrHb7eA28KLQA8s5YH53k9m4dMl70Wh00KBBI0eOjMfjHo9n0OCBv3/6Dw0NDel0un///sOHD9fpdIMGDYKIrkKhwIsPsQyb3RoMhFpaWjo6Onp6elARsqSkRKFQFBcXX3755RqNpr29ffCQQUveXWqz2UaOHAnuLMiLTAHH7Xa3t7ejgCzHcSNHjpw2/XK/LyBI7AuCX9IdC/cXycMMERmNRrYlk46EghXs77FLCX4h0oeIQDKZtNlsqEcGzrvRaAQPHWE4VP9wOp0Gg8Fg0CUSqVAoBKmecDgcDAb/5uJ6tvV0uzGVY/lnTHxcnYj8fn+fPn1k8gsmJfi8fsT1rDbLhf72izO/LwDlHoQJQJmHUw1aPohrYOa9iNdta21H+iSqXIPphc03PiQSCShbog6MXC6PxWJWq9Xr9YIth6JPyA9goVuO4zQaTSQSgdYGyGehUAhOTU7MK4zFYplMxul0ws+EDH9414qLi1F3WSaTQfqIdQuqaAP+Wq3WSCTiLHJ8jnv3uL2CILiKiz7Hb0PBMJwuwKCMd4+hBcWKz7I5AdD5HA0govPBL5lMlkgkZDJZUVGRWqP6fCf/HBYMhBglDkWc3G43HjTi1NgRgQUF1Q/IxBiNRoVCgRmGE4vhYL4qLnG5ezwiY1JVWlr83HPP/+///m9XV9fMmTN///vfV1VVgbHOiyLARS4n4NfnuwuvxxcIBHQ6XUVl+YX+9vixE0qlkiU1S/2UeFPgBazpU/352vaPMa/HR1+8r6sAvwr2j7RLKfiI3RsCfwj5MR0mLIEoRoaMSIPB4HQ6BUEACTcUCtlsNqvV2tbWplAonE5nZ0cXJypaAVQJggDCEKYkvV7v8/nAOjebzTKZLBuLweGPPEfEvBiVFf/v6ekxRmIKhaK7u9tsNiPZDcARGgGgfGEHjMaHw2FZLAa2fsAfRBATSYioyoyAGu5Rq9XCeUZEWFkBHQwGAwAu2OIIZ4CrgeMBm3C/CCHF43G73Y6/6vX6YDCIgsegxvM8z8fjjLEO2IFAA1hu+Xze7/fH43GXy9Xd1YPyOPA5+f1+3LIg6m2iPYBQYIVjVUMwkYiAn+LxeDabNYupfH6/H1xpJDqg8Sz+i6gTQm/QwQJSZJmSJAZqGeM+l8uhvh6JIWyMIr1eH4/Hk8mkVquNRCJFRUUejwc5B3BgoPqe3+9H1zGPCM6s1+tRNAldh6TX1pY2nBZEN47jTCYTx3HpdFoul8ONGgwGwaDyeDxwACg5rru7O9PWgUefyWQCgUBFRUUgEDAYDIhLhkIhUKNsNkt9fUN1dTXqN+Cv2JAw9waJ0VIE0Xxev1qt9vl8er1eq9VCVBMxa/wzn89bzWaf1x+LxUwmE5JwMSCRNou3r6urCzF6n89XXFyM0LnNZqPzFN7G0AI9rvt0K/JO8GSR3QaAyMYGwmSJRAIvUSqV0uv18FXDGYwqQ9FoFD2p0+m6u7sh3IB2chzn9Xpl0Sj2bLxYjQdCFeCKMSjP1B/QA7xYkx7XwrQjHUsymQyjTqVSnTx5aseOHT6fz2g0jhkzxmAwgKoF9TK8F0SUy+UC/iC2E8XFxblcDmQJTFkcx0Fu3mQyIaaJIOlfChbxPPj1nR1diUQCFa+RV4i+isVieEHARjCbzbFYjOd5lUplSaVcLhe4jECEnMTsdjsmTK/HBwJWIpGIx+NIHseOBVxGnuedTmcsFvN4PCjgCLeZXC5HyovH4zEajRhpZrMZ8xXqHGQyGSRoa7Vai8XC83w0GpWJujl4I1QqFaIKgUDAaDSiXhkuoVQqeTHt5otcZApWsH+oXTLCE1jL4ejCwom5KZlMgu+CHSp87IBQTqeT53nEEUD+8Pl8mOxkYs1gbFKNRmMwGDQYDD6fr729XRCEWCwGcjovCnIyJgfmd4AYaZo9ZiLwV1DwkUStoLRomCKRZpXJZKDoDd0KIAzw4pPJJBg8CoUCLYHnACsr3DmsPqNMJgNxh+M45OEj2UomkyFwA1iJMCVCnCjeh+QvLC1IsBfE2tI5Se1FiDhgecaNI2+RiKCiCTwERXiw67CaQuWLRAchWE2CIGi1WuBXrGTJZBLiDq2trShBA0EjJAHkJRU2FWL1AvQMHg2TNcLCiWsxtIFuxErD8zw6FugE7lKlWHIRBBqdTptKpcLhMPQ/8YA4MWcQnSATVdAgSYAb6e7uhoslnU7H43GMmWg0ChRFRKlUKh6PM8VdPAJUawEo0ev16CK73Q6/C54dFj88IzTMYrFgDQsEQnq9PhwOg7OFQjSMicVJMh/ZA4XnEoGeUCiE5wsXJqAGW6FJZN3hcUMYzOfz9fT04CECtJWVlYG4g3zY872/cFpbrdZoNApHAv6P0kk9PT2hUAg5E6h4CN4PEh3yYuEENJjE5IaOjg5E3oPBYGtrK94jbMxAGAABgDnIwQ2IxWIY7RBqwXuXzWaBxcGDxLPgRbljphrIhiKwssFg8Hq969at27BhQyaTGTly5JQpUzDbQAMFUw1TrsLWC2W20SFarRZhvs7OTqPRCCIjrgvohoRNhoDx7vA873A4wNULh8N497HXQnI3nhFeh2QyiXmPFXhgLzj2UZhOcV9AupigIM8RiUSQrUxEHR0dEEABfoUvLZFIQN4M0BxNRfIHvMItLS1I9IYpFAqv14sxiRmG+Z4xADBK3W439gaRSCQr1qAUzqyoViB+FeyStksm+Hj+81+c9p/vul90/3zR1/2y7utC7avWzi+6PdI0WKn9TQ57L/uy3pfz2Zfln7iI70svghFLwhUEQafTJRKJsvLSo0eOLV++PJ1Od3d3f/DBB4ho33ffff/5n/8Jd1qv5+gqLjpfWParaZfK+3hxrRB8LNg/0i6Z4GPBCvbPZIUwylfTmH+FuVjgKIL/GyF4Ijp48OCzzz7b1dWF5MGqqqrJkydfccUV4DD4/X4I8BasYAUr2PnskodfX/Qy9mUtk/+s93Wh9lVr56X+XL5q/Xmx7GLdF6NGkeiPBzcUETEGv1Ci1GKxFBcX9+vXr7a29uqrr77sssuIyGg0siDpF9HCL9f+Oe6iYAX7KtglH3wsWMEKVrCLZWezi9g0BX5bJBLpV9v3c5zZ4/Ze3KYW7KJbIfhYsH+kXfLer4IVrGAFu1jGpFbZP8VlOAdRG5VK1dTYjHxVZAak0+lIJKLRaFjFaGR4fJm3UbCCFewrb5c8/LpY3rLzeQG/aG/cF33dL+u+LtS+au28VJ7LhXqvv6zx/EXbxbov5vdi/+REeZpoNGqz2YqLi30+H4TyUcgIKhioxEBEEKFFIu2la5fK+1iwgl26dskITxSsYAUr2BdtUuo9CBLQAPuL+hTPE5HBYEClSCQ8QrkK6hgoyp44j/hZwQpWsIIxK8CvghXsSzDhPPZlt+tf3aSSE4BfUAUTBMFqteZyuY6ODqAuKKam02lWigPahBBy+7Lvo2AFK9hX3f5pqfdn6/dwkhq6RKRSqaA2CRlD9itpA76CqQBKpTIYDOr1epVKhVkeWtVQJoTMLMdxOCAej4ODwu4a6qM4zGQyQa42kUhAzh71mujL6AfoTEIDUxAEk8kEZV21Wh0Oh4uLixHugSw4buF85yGxvDQbXRBHxWlRW+Yv9ctF0XDohWIkQF8X8pvpdBqEHvw2EAhAqBMrLpZeaal1Zl+1YfO57ez5AbeG1weCorFYTKlU6vV6SJvShYwfDD/IBQcCgXQ6jc/RaBQPUS6Xo6IAVDqZ8DKeAnjQ0vriX5D9zWBcrwNQeZMVnyAitVqNV5Ik7yN0SpVKZSQS4TgOisoM+X2hd1Sws61AvS/YP9Iuee7X+UwaRGAJ5KyaR2trazqdrq2tzWQywWDQbrdfKhtW1B2Ckr5cLodqdigUAnxRqVRms5mIUOAPwtP4YS8MajQa8/k89vGs6ksymewFI/6RhgUVGCiZTGazWYiGQ4Ab9YIgR457P+dJzgnLGBqLRCLwT0APHXrfTFoThuUQNWeA0rAuYvBg+Sci4Db8FSL+X2zvfGUMbxbeF1ZXIJfLxePxeDyO4qef3dD5rJ9RoiCTyeARAzpjMAuCgMcEgEJnguyvGt5Fval0Oq3X61HJJxqNKkRjpTJQXCEWi6E0wtkZl4XFvmAF+2e1fwn4RUTAXoIgoK4FaiejLBqgzJfd3s9q4KAQEWAESvKh0CHWKjhj4CFAZT2p74Ft7+DawWGM1/IlYi8SHVcAYdFolIjMZjPHcUCKgiiACV/U+U7Cyjsy/wH+j2qe8Xgcni24GVBrhf2TLXjMC0hEqIiC/kH9O5RqRk0k5pX54rvny7GzRw5z22SzWb/fr1AoLBYLEJhOp7vQ86PDBUFA7VHE74C9gFE4jkulUqgTxZzZ7GGxx33x7vjiGAqfA6DDMw1KPvO84kaY9+uct/AVvK+CFaxgF8v+aZcNOqs0GLw+BoOBiKxWM8opougYypx9yc39zMZ0IIkoEAjYbDYQfuE2yOfziDnin4AX6AGGQYHSEDBCqTsYCml/KTeFVrE6d6gmCRSl0+lQphBxQ6xYn4LAemEvfIAfAhU2WfHNdDptMpkQG2IBSiLK5XIoEI7aiLgiWoLzo7Qoqiuimuc/KwJjL5GULQDcg9rVGF3pdBrw60J3MqzwH7A1XlK4eOFfRDlRnU4H7yPDyuwM8I9+1byPkUikpKREqVQGAgGO4+AjzGazcEjjRuhMjgT7LfNSgyrw5d1EwQpWsC/Q/jnXDDq/fo9er29razt16lQoFBo+fPjAgQPD4fCFFtr7Eg0whbkB4DBobGwEpDAYDFVVVXK5HEsXaveSOKEzyhTCal1dXQjqORwOp9OJmr6sPPA/2JhXL5VKITKoUqk8Hk9HRwcCo8OGDcOiy278nOdh99sLfgFlKpVKk8nEak6DnQOXGCAdOgqQSxCLduv1+nQ6ffr0aZ/Pp1Kp+vXrZ7VaWY1qeNH+cT311TCZTIY68ZFIJJFIAICiPvQFGWBur+eFx4Gi2nB2Dh48WKVSpdNp9iLTV1uMAJ7pXC4HN55SqUwmk9FoFDgMlbOBGuFM/bLeu4IVrGBflv1LUO9J5F/Db1FSWiw9MplIeb1eeL/+fsp5kct5MZr/d5m7xwNHl1arBeRCRI8xbNRqdTKZLCsv/Qc3DMLfX1AX4eTsefGikfhY4aziOK6lpQW+tPLycpVK5fV6FQqF0WgEilIqlYgcwRXHcRzIgoOHDPp7GnapW6/gIxEhTUEulxsMBjC0mJ/1s79HyWQSdRKZBxEOTqPRuHfv3ukzpn2hN/XZH8355snzYUGMIkBJ8AWVSiV4jVCyAKyEE1qpVJ7tNZTOjQX7xxh7iAXqfcH+AfZP6/2SvkgksnQ5jgsEAiVEHMkUCoXJZPIHfFqtGqT1i3Xpz7HcFrmcf/NXOAZTNrgjcNgYDIb777//zTffzOfzt95661tvv4nYEAs7Il6DkzDGCYI1HMmI6Nvf/vYjjzyCrECe54tLXO4ez/mWz8/S1PO1n30+5xkQUUWUMB6PGwyGlStXLlq0KB6PDxo06O2333a5XCqVCotZr2WJnbyXbwx4C3WRgaVKSotHSn4YjcSICE4s3D7jFYGmA69hIBBAd+n1+scee+yOO+6Qy+XRaBROO4PBgAgmM2l3fY6++urY2bADt5ZKpQRB0Gq1RqMRsEkQhFAoBAr5Zzf0NnoPD5dx8P1+P45xFRX/4Q9/mDVrFmCxNAGCkxhd4OD8Qh8NkhyR7ej3++GZ1ul0mIgymUwymYTHGlsj6T6BneSr7N4rWMEK9nfaPzn8YjQgbDqFM0noer2eAr5sNn8JbWiAEohIo9Eg3Qwkeo1Gk8lk7HY7EeXzeSRYgdPGSXI/4VpgbHFQanQ6HQj7yWRSrVZ/KffFePFAjfAWEJFWq0Ws0OVywaOAtfl8XB8pP4mIEB/EOdmjB+gcOnTokaOH0VHSREh8gDcCSaZ6vV6v1xORTqfT6XQGg8FgMIAkDsT2D+mhr4pxYs1pIuJ5/vjx44cOHeI4bujQodXV1RfaG0AeTDeLjVUE0HGMVqu12Wx6vT6ZTLJhjGPwcOk8Ga9foqGRarVaJpP17den11/1RNYzv2lrbecKwhMFK9i/kl0ynm0wbOAgkYmGjTK+x4TFXDvYKGNRTyQSCoVCo9EwxvqIESNKS0tvvfVWIsJfmduDiLBaI/0KQSvgGHyDhCawOpBHCUDDiFZKpTKRSCBvK5VKYVbFLTCGOxFBLAo3QiIvnmFEXAVNwnafRHo46CM4jOWrMz0kIsJvM5kM4+KgqQg7wmkBfwNj7RARyPvwAuLSjEdFIpBlLUc74a6ARgOaiv6H1hHY0+BR4ST4E2shFl25XI7ngmaAhS2XyzUajSAqC6RSqXQ6nclklEolznm+ccJ8ITgzegYZCRqNBu23WCzM/6fR/AVuBgIBXBS0MyQ5QgIjkUiAGJ5KpSBPFY1GQ6FQMpk0Go3wx2QyGbDKstksYr4MCIKkjxEC0AwXJvxq7BiMH3xPYtQJvwLUw1BhfcL4fEQEpxFuhI2BTCaDV4NEyiB7fdLpNEYmo7hB5oPjOJDoe3Upy0PEtXietztsdofNWeQYM/ayb957zz3fvHvc+LFFLmdxiau4xOUqLipyOYGhQdjCswaEyuVyRqMR7wLahs0DhrpSqYzFYjKZjDnSOI5Dx6bT6WAwqFarrVYrhisQM4YitOa1Wi16GK8tEipJdItCwwKsNSLC+4sxD2dVOp0GOz6TySBCDTUWXI49XOiT4Z1izmYMTvwVZ8N5iMjvC3R39TzyH/9pNJhsVvv/+/fvNTedFngB32PSgHCaWq1Wq9VImkHKJ6RhBEFgTxOXw4QG5xn+VEBsBSvYJWSXDPzCLAmBpXg8jokJKweAAtZvMKy1Wi24OzKZDPvmeDwO3mv//v2I6Jlnnvnzn//83e9+l4hAv2ArKGOM2Ww2ZMBFo1GO45gaZCAQgOA1KMOYapGUhzk9EonYbDa/3+/xeLBxJ6JMJhOLxRAxxJFYidkihGkXcIEBGobnkHMHiCZdfcGANhqNvWZeKbXunMYWaaVSmUqlwEMHxxx/hfQDx3GQL8JqzRASEFU6nYbMGKK3SqUyHA7HYjGz2SwIQiQSQZVillefy+Ww1KE3GJxCH2KRBtLF0gKkSCIfCGsbpDgvdPwAW6BDpGIcrIekcR/WdayT2ffhcNjhcBQVORlhHAiJ47hIJIJkSTxcYFMSoRXQAwAQkuCwpiKFUCaTQS9XLpcHg0Gsr8FgUKFQOByOcDgszfoEWgK2QIkbjPlcLpdIJARRLEqr1ZrNZpwKcVKdTheNRnFpvV4P9jfuQqvVejwenueRr4dVP5FIsAOwB5A6meKxRP3JU//+8P+TyxRqlebHj/6ks6PL5/W7ezzBQIiIUqkUgEs2my0pKY7H436/H45D5ANarVYigqqqVqsNBoNMwELq3QTiRCfr9fpMJgNRVuTGQvcOMsJElEwm4TmDexvRYXQX3iPpqwFcnkwmZTKZw+EIhUJgs6GgEBEVFRUplcq2tjbAYpwH3uJIJMIyYUmyfcJrgpEAwiVeECJCtnU6nY7FYiaTqafHjdayQaLT6YLBoN/vxz4B80wsFgsGgzKZzGQywUvNgDUTTMGtXULp2wUrWMEuGfiFRY4FJrDYM2cAABAwAUNgmUwGLgomDqlQKLq73UQ0aNCgYcOGYbZyu90qlQozfjQajcfjTqcdO1Fgvlwul0wmkSdoNputVqvVak4kEplMRq/Xm81mk8lks9mMRiMid4IgJJPJ6urqmpqaRCLR1NQUiUQ0Go3NZrPb7fl83u/3C4Kg0+mg14X5l8E4rJeAg1hisRYSEWIZJEbW2LJEZyYuSOHC+foTsAarBcBQMplMJpNQ5TaZTEajsbu7G2jDbDYDC2IVwUXRcq/XC49RKBSCoJpOp+vp6TGbzYAggiDE43HWYNxsMBisqqoqLS11u91ut7u4uBgrPeJ6QB4ejyeRSDCMgpXmnMSvz2Lnh1+CIKmLwJwZUvjFkJkgCJCZiESicK/CV5fJZEpKSnie12q1Go0mFov5fL5IJAJsynGcTqczm80ymSwUCkUiEbDQULBZJpP5/X6O45xOJwY53CrJZNJms6lUqlAoBNjB83wkEoFnyGq12u12s9kMP6tOp0Ob7Xa71WqFAioanEqlTCaT3W5HkBo+V/iKvF5vIpGAU83v95eXl2ez2ebmZqzoHo8HgIYTa+9gZDLdB3iz4MhEHyqVSuwEsKNg5XcMBsPx4yeKi4vROQaDQa1Wp1IpoCjoSuAdSSQSer0eaYO8pBYFzg8MBD8cyHwymcxiseDM8JZFo1Gz2RyPx5uamniedzqdAFKAd/l83mKx+P1+NMzpdJrNZralQaxZo1FjHKZSqUgkolKpamtrDx8+rFKpSktLkUKE0gugAZzdRbhx3FosFiMibN7g0wJSt1qtPM8DAaN5kKXAvg49YLPZvF6vxWIpLS1Np9MdHR0QtrXb7Rgh8N7hsWKjeKHvRcEKVrAvyy4Z7heiGNjLIjCEZTIWi8HXhUUF86Ber49EIizvD1QnrNmYo7FvBpgAPTYQCFRWlieT6VOnThmNRsySer0+kUjYbDaz2RiLJTweDzwT2WwWCooIEKRSKaPRyHFcNBo1EFVXV5461Yh1tLi4GPtpeDIQYkAjsfYgSEFEcrkcDCSgPeZEYREWIopGo0ieklKPEWeUwi8GIz4FfrEsM/gJEA7T6XTMVycIwrBhQ4ioq6sH4SH4b2xiYIt5HAF8rVarXq9LJJIymay4uDiXywF+RaPRWCwmjVuh/9vb29VqdXFxMbxfffvWRKNx4DNEoKxWK/PGsVAdSUQlLshYn9CZqFQ4k6TPDmDwi+XM4rCqqqpcLheJRAwGA8dxKpWqqKgIyy1D80ajsaampqurq6WlZQgREeFmzWazUqmEN1GlUlVWlqfT2WAwWFxcnEqlPB4P/CVMYQHRTDz0ZDIJbMcCXtlsNh6PW61WnU6TzeZ7enqABvBqwO2USqXgyzEYDIBuCLAyfxsCxPF4vLKyEg5OQRDcbrder7fZbLgWiZE7TlScZw/CaDRarVaw5fBPtVrJaFt4fCqVSi6X22w2KLxUVVVks/lsNltWVsZxHDxeuGvsOnAL8AGzRyNVwIeTGDhSp9PhT7lczufzVRLZbLbGxsbS0tLKyvL29k5BEAwGA0LPRUWObDYfDoctFgsGJGAokFMgECgvL5fJZJlMNpvNApZh56DRaC677DK8FHh/E4lEPB4vKSkBzO0F5eGkRFIC9jl6vTabVWGqgf6cTMY5nU6e5xEzDYVC6EP47El0tfbr19fj8SYSifLyUiIKBsOBQECpVJrNZrjBmGqadJQWrGAF++rbJQO/sORj3keISi6Xl1eUne94x7m+9PsCoGK8+eabqVSqpqZmHhERhUKhispyItISTT3zJxbxg4HIcK5zpjw+IlIoFF1dXQMHDSAi4rj+kgPALWJy4BqiM8qyCEI0Gieizs5Os9lcVFQEZLZixYq2tjaEinQ6XWVl5XeIUL2EyV8REYhKjLUGkwbRzjcjs0w9QRCMRqPT6eQ4zu12NzQ0XEv0gx/8wGw22+32kSNHjhkzxmKxIPaEFVGr1aZSqXMmjumJ9Gd+YyOy/fVe/9IehHHhvzxy5MiWLVt6enpCoVB5eXnfvn379+/fr18/rVbd09MTi8WAcuBTAQj4HDxraeKF1HnGYBZJFlHpD6XeLyLq7u7O5XIVFWVEtHnz1iNHjng8ntbWVovFMmDAgMsuu6yoqEin04VCoWg0Wl1djZuVap1IheHVRPiDisgk+d4ufoh6/Xa73WQ+dyUfi/hBSVRx1l+jkVgsFkulUnqDDue0S/5qJjKLnw1iY9g3Pd1uThSKk4tFfjiRL4XB8/rrr+dyuYMHD2JvUFdX984772CrUFFRMY9IKm4iHRVKohLxc5H4oUb80HCq0Wq1YiuFbxjmw24BjiU4j48dO3bixAmfz1dTU1NeXl5JZLVZGKv97D5RnjkzqNRKlaQbSfwre1o26cFERMQSO4vErkOaMCdRuuF5Ph6PA0RirD777B9zudzu3buxV2loaHjttdfVanUwGDSbzbcTmc1mu0N6tb+aS/LZehZnn4i8Hp8glnY45xkKVrCCfQXtkoFfYPxgqwfGBuaa+pOndu7cuX79+j179rS3tyPOCH5Gnz59ZsyYMXv27IEDByqVSmeRgy3ATzzxhM/nW7BgwTwis9mM9aO1pc3pdIZCoaeeeurDDz+MRqMIrmGTXV5eftttt915551dXV2LFi06ffr0wIEDt23figiRyWQ4eNAzkIiIaqr7HDx4cP/+/W+//fb69etBFoZTxOVyTZgw4eabbx47dqxKpbI7bO3tnXK53EjUv3//XC539OjRlStXfvLJJ83NzaFQiESSltVq/Q7Rf/7nf955552lpaUmkwlOMpmkWCHrqwtyDgmCYLFY0un0li1bFi9evGXLlmuJXn/9dblc7nK5LBbL8OHD58yZM3fuXOzaiYiVXOzq7A4Gg2+99daGDRsCgYDH4wmHwxzHIUvR6XTOnDnzxhtvHDBggCAIFquZUZ7T6XRFRcXp06f/8Ic/rFixoru7Gw5IpBTU1NTceuut3/rWt2w2G+MAoR/AuMJe/4LGzzm9g5+jxxAh7erq2bhx45NPPtnS0mKz2QC21Gp1nz59rrrqqltvvbWmpgZ+RNwsEfV0u61WaywW27Zt24cffrhr165gMNjT0yOXy4uKilKpVElJyezZs2fNmjVq1CiHw9HT01NRWc5xHHogmUiFQqGDBw+uXr16y5Ytra2tiUQCtY+MRqPZbJ42bdptt91WXV0tCILNZjOaDEDqgEolxaXz5s374Q9/6PP5XnzxxbVr1yJ0lcvlEGibOHHiLbfcMnnyZJVKZbaYOI5LpVKgJ6K7WH2qVCoFh81PfvITRGDhQtu1axcidMlk8sorr5xHVFxcTETxWCKfz2/fvn3x4sXbt2+HnykWi9lsNoQvJ0+ePH78+Pnz5+t0OofTDuzicNikainAXoz5Dh/w3r17X3rppW3btgmCcM0119x33304vquz22g0bt++fcmSJXv37g2Hw52dnaCUYSczatSouXPn3nDj9Y0NTaiY5PF4ysrKDh8+fM8997jd7kmTJv385z/3er3vvPPO2rVrfT4fkg8QTR40aNC3v/3tGTNmZDIZs8VEEu8ga63JZJJuFX74wx8yF6ZcLm9vb3/88cfD4XAkEpk8efLtRKiV2djQ5HQ6/X7/qlWrduzYsW/fvpaWFp7nzWazxWJBb0+bNm3+/PmjR4+22WzJZNJZ5EDPsMyMC3ovClawgn1ZdsnALyz5iEwBY2FeW7Vq1dtvv71nzx4iUiqV5eXlWq3W7XbH4/Hdu3cfPXq0oaHhzjvvnDx5MhEJYtGhrq6ucDiMdTGfz4fDYSuRVqttaGh44YUXFi9eDI4weBt2uz2TyRw4cKC9vd3v948ZMyYcDvv9fq/Xi3NCtZUV7dZoNIcPH37yySeXL19ORPCFgP7f2NjY2Nh46tSpH/zgB1dddRVJHEKJRGL37t2LFy9es2aNx+MhIoVCYbfb0+l0NBrt7u4morfffpvn+auuumrSpElqtToWi7GKcnSuqNynBCOkf+ru7l66dOmHH364fft29A8RyWSy9vb29vZ2t9t97NgxIrryyivBNYYoFxGdOHHi1Vdf3bx5c3t7O/q/qqpKoVC0tLTg593d3aFQ6JZbbhk0aJCFSK1Ws2DNxx9//Pbbby9fvhyMdfDBtVptJBI5cuRILBbT6XSZTMZgMCSTScR9mNvvc3C/egUfpVAMB0gDjlJE2yuGa7FYQqHQm2++uXjx4v3797PxA2bS0aNHT548eeDAgX//93+/8sorfT6fXsR2TqeztbX1vffeW7Zs2fbt23E2QJ9wOJxIJILBYEtLS3t7+3333Td06FAgXUEQIpGIlSibza5Zs+bll1/es2dPOp1Wq9UOh8NisXR3d7vd7u7u7o6ODq/Xe+utt44fP55R/p1OJ6BST0+Px+PZs2fP66+/XldXF41GEWEnokgk4vP5Wlpampubf/KTn0ybNg2jsaysrKOjA1x1OkvJhYjcbrcgCOzZZbPZcDiMiGdPTw9BUpXoyJEjJ06c+NnPftbW1oYf6vV6q9UaDAbhTG1ubm5ubg4Gg/feey8R4U/SZ4doOxEh2M1xXDgc3rdv3xtvvPHBBx9oNJopU6ZMnTq1trYWx6vV6o0bNz7xxBPM2wTSejgc9vl8Pp9v//79DQ0NNxAJguBw2LxePyLpsVispaUlmUwGg8H9+/cvWbJk5cqVRFRcXByNRoPBIOTfOjs7/X5/IBC4+eabSSQAsM4hkZSJYD1jdrKiSUil9Hg84PxhGlGpFBgP7e3ta9asee21144ePYp3CjRKr9cLEls2m21tbb322muvv/56AFz4vwG/emWtFqxgBfvK2iUDv0ii0Aj45Xa7XURvvvnmvn37dDrd1VdfPXz48D59+lgsFq/Xe/DgwT179uzevfuTTz6pqKiora1FqEwQ8/yh9oQzY9Ls7u5+5ZVXXnzxRbPZrNPpBg0aNGPGjD59+nAc5/F49u/fv379+hdffBFscXYqhULGaCg4m0ql+v73v19fXz9s2LCFCxc6HA5k+a1fv765ubmrq2v37t1r1qwZMmTIICIoQRBRa2vrunXrli9fHg6HBw4cOG7cuH79+g0cOBAk4pMnT9LSd8Ph8HPPPYe2lZSUkJiCztQKSHKP9Kk0KQYWOY7bt2/funXrTp8+PWLEiCuvvJIe/yVuc9u2bVu3bvV4PKFQ6IUXXqioqBgzZgx+Agrdhg0b3nnnnVwuN2jQoMsuu6y8vHzgwIFarfbIkSP79+8H0Hz33XftdntZWRmiUEC0qVRq8+bNq1atQpZoeXn5tdde63A4tFqt1+vduXPnihUrnnzyybKyMqPR6PF4GAOMhcMuNP54Pu/gZ/le+qXX6920adPhw4e7urquvPLKWbNm2Wy2WCwWDoc/+eSTffv2JRKJDRs22O32iooKOMBw2lAoVFdX99JLL9XX1xsMhmHDhs2aNWvgwIGJRMLj8dTX1+/YsaOhoeG9995TKBT333//qFGjSCxVSUQrV65cunTptm3bFArF6NGjBw8ePHTo0P79+2M4IQb3/vvv+3w+s9k8ffp0IopGo/C3EREo/M8880xjY+OwYcNmzpzZt2/fYDDY0dFx4MCBzZs3cxy3a9eu119/vV+/frVECoWis7PTZDIxPQtO1PKAjgYRPfbYYzKZbM+ePR9++CERzZw5c/bs2ZFIxGKxVFdX06aNeEbt7e1PPfVUR0eHIAizZ88eM2aM0WgsKiqKxWJdXV3bt2+vq6vbvn27TCYbN25cMRFQeCaTY45PIGCw1sAUPHLkyOuvv47r3nTTTffff/+ECRO6uroQmNu8efNTTz21ZcsWjuNqamqmT58+YsQIi8WSzWYPHToE1zIQcHd3d1FRkcfjgQNSo9HodDq1Wh0Oh997771Vq1YNHTr0+uuvdzqdSqUyGAxu3Ljx2LFj3d3du3bt6tevX21t7XgRfqGFDLiDjcpxnMPhIKJHHnkkm82eOHFi1apVPM+PHz9+3rx5oMTlcjl6YO/p0601REaj8dVXX/3973/f1dWl1WoHDx58zTXXyOVyYOUTJ0588skn9fX1bW1tra2tFRUVU6dOdRCBKcgEOC7ovShYwQr2ZdmlBL/Ac9doNFAKBXg6efKkSqWaPHnyd7/73f79+7tcTp8voNPp5s2bt379+t/85jcHDhz44IMPamtrh4gEMr0oishEdODLOXLkyFtvvaVWq71e7z333LNw4cKhQ4ciHZ3juFAo9OGHHz777LOvvPIKsvNEKgyEuOSMTXXkyBFBEObNm/fQQw9NnDgRqeP5fH7evHnvvPPOk08+yXHcjh07Ro8ePYhIo9EgyHjo0KElS5YEg8EBAwbcfffdd9xxh0ajAdkrHA5nMhla+q7ZbA4EAnV1dddff73RaDSZTKFQSKlUMMEwNEDq1wHQZOIIgiAA8LF8q1QqdeDAAZ7nr7/++vvuu2/QoEH0+C+vvfZauVx+ww03PPPMM+vXr6+vrz98+PCLL77Yp08fA5FMJjMY9ET05z//WRCE0tLS66+//t5778WaqlQq582b197evnjx4sceeyybza5du3bmzJkDidjWfO3atUuWLAmHw3K5/Iorrli0aNGUKVPUanUgEIhEItddd92oUaOeeOKJlpYWJN9BvQJ8c/zzfPCLUXBYJzBGjvQY9rnX9+yf0pOwwwRBSKfTmzZtymQy//3f/3311VcPGTKE6ZAtXLjwT3/60/PPPx+Px7du3bp79+6pU6eyyx08ePCtt946ffq00+msqKh47LHHKisra2v7xeOJUCiUzWaXLl3661//GvCurKxs+PDhRATSGxG99957O3bsIKIJEybcf//9M2bMMBqNyBO8+eabV6xY8dhjj7W3t+/evfuDDz6YPHmykgipjj6fj4iy2ey2bduUSuWsWbN++tOfAhpmMplIJBIOh3/84x8jSn7gwIG6urpaIshKIeLPupoXS7YDET788MOhUCiVSi1btozn+SlTptx1113sbULjiWjbtm2HDh0iomuuuWbRokUTJ07U6XQIIsfj8eXLlyeTycOHD586derPf/7zbNGXA0Y8ey56vT4UCkGRa/fu3X/84x9Xr16t1WpvvPHGBx988LLLLpOWK33zzTd3795NRIMHD/7ud787c+ZMiLOoVKqZM2eOHTv2F7/4RWNjIxG98sorixYtGjBgQDqdRr5zPB43mUwtLS1Hjx6dOXPmD3/4wxEjRmi1WplMFovFrrvuuueee+6ZZ55RKBTLli275557iAhdlBMr1uMDNFeRTK0hevjhh7Va7c9//vOPPvpIr9fX1tZ+73vfQ9ppPp+nB+4DQ3/16tUffPABdnfXXXfdHXfcMW7cOI1GIxOr0U+fPv3xxx8/cOBAS0vLk08+2adPH4cY7jQajZFIhOVB01m0xYIVrGBfKbtkhCew+hIR2CexWAxO+3g87nA4Zs+ePX78eL/fHwyGBUEIBAIWi2Xq1Kl33nnn/PnzZ8yYUVNTg4M5Cfma/R9frl27NhgMxmKxmTNn3n777ePGjbNaraFQKB6PZ7PZ6urqO+6449FHHy0pKYFH4VNswoQJDz744IwZMxKJBPLIkOo1a9asMWPGCILQ2Nh4+vRpXB2gxOl0Tp8+fe7cuXfeeee9995rt9uj0WhjY6PX68UumYhGjRolCEIwGGxra0MRX4VCkUgkPwvho1c0Da4FCFQmEokbb7zx61//+ogRI7Cyut1uv99fU1Pzgx/8YNGiRcj127Rp065du4jIbDa3t3cQ0dy5c7/+9a9/+9vfvuGGGyoqKnK5HPIck8mky+WaNm3a2LFj4/F4S0sLblar1bpcLiJavXp1S0uLIAizZs363ve+N2vWldFotKurK5VKmc3mgQMH3nHHHV//+tcRecTTB+ObibR9rkF0EQxI67vf/e6DDz44efJEjuOCwSCwQnFx8YIFC2655RYiam9vX7lyJaJFQCE7duw4fPhwJpNxOByPPfbYmDFjbDZbe3tHPB7X6XR2u3327Nnf+ta3rFar2+3es2dPU1MTiZWtiejYsWOhUGjIkCF33333+PHj9Xo9AvEI802YMOGhhx6qrq5OpVIHDx4EUOM4DnUGSfQcjxo16mc/+9nQoUMBy6B8MXBg/x/+8IfIEujo6GhubiYRMvaqpARjy3leNAwnJGcUFxdhzBMR3tDKysq5c+f+13/916JFiyZPnqzVajs7OxsaGrxeryAIkydPRo+53e5Tp07hzAAT7ELJZNLn84GkdeDAgVdeeWXDhg08z8+dO/fee++trq4GiYodX1dXx3FcZWXlQw89NGPGjOLiYplMFolEoNQ1fvz473//++iWnTt3Njc3A3bHYglc1+PxYBJ45JFHpk6dKpPJurq6otGoTqcrKSm59tpr58yZAzS2adMmEosAsnxkTpS4Y/2DfzKFPxyZyWTS6TQyKIkI2HHLli179+7N5/NXXHHFgw8+OGfOHCLCG+r3++Vy+dy5cx988ME+ffrkcrmOjo6tW7eSKJIMJih7RgXUVbCCfcXtkoFfHMchDV4mVvFjPJJEIhGNRlUqBVQeII3jdrs5jluwYMGrr7769NNPDxkyBAdjhkKYQArCiGj37t0Ia1577bUjR44kIqwicrk8Eol4PB6VSjVp0qSBAwf28vBLs+eICNGfMWPGqNVKELOYdlf//v2HDBmCvWxXVxcRhcNhQKtx48b9+te//vDDD7/zne9AzAJ6TiaTiTl7jEajXC4PhUKdnZ2Q2QQT+XPIkGJlRZeqVKr58+dPnDiRiMDistvtcrnc4/E4nc6pU6f269cPElPwGfA8b7FYiOjHP/7xE088sWjRopKSErfbnU6nnU4nnohMJuvfv/+wYcOICFkCRJROp00mIxGdOnWK47jq6upp06YNHz68ra1Dq9WC1BUOh7u6umpqau66664JEyZAIov5FZB+8SXCL5QKvfbaa4uKioLBcGdnJ6TwERUdMmTI/PnzERfeuHFjR0cHifDryJEjHR0dJpNp6tSpc+bMicVi+B4CEOFweMCAATfeeOP48eOJqLGx8fjx4yQ6L4mopaWFiCZPnnzNNdc4HA6/3w8JhuLiYrVaXVZWdtNNNw0aNEipVB49ehSkQ1YbFFcxmUwLFiyorq6ORqMAsoAgsVjC6XQOGDBAo9HE43HGOwSdqJdLVfqZF41ETM/zfDgcBdORiBCOv+OOO958881vf/vbo0ePzmQy4XBYq9VCzjQQCNhstrFjx8I1C8oX+GRoIS7ncDicTqder0P0dsmSJclk8mtf+9p99903evRojBypt6y7u1smk82ZM+fGG29EVBHeKUjAFBUVzZ8/H2TQ+vp6wC+ZTIYQHsLc6KuxY8dGIhFIz0DUQxCE4cOHDx8+HK9PQ0MDiRouuH3AL9YbvKSqAVObY5mk7E8kCuKA71VSUnL11VcPHDiwp6cHSmkoTI6w74wZM6688koi6unpWbduHREBZIOBV0BdBSvYpWKXDPzixRo1mL/UajUQQDwej0QimzdvfvPNt6PRKDTuicjn84F/AzVCLHVMx+jskxPRqVOneJ6vqKgYPXo0x3GxWAxxOoPBAM1MIjKbzUhapLPoQeyfer2+pqYmn8/7fAHI/0DiKxKJyOVyh8MBwXFUFHY4HLi6z+eD2yCRSBgMhng8brFYioqK7HYrQm9EZLPZOI6DPiqJJHQWc/kUk+6GsTawii5ms7l///59+vQRBMHv9wMLQocWKupOp/Pyyy8Ph8PBYBCuESTN4VSQL4cSG1tXVCoV4rw6nU4mqR4TjUbzeZ6Iuru7BUFwOBxADGBty+Vyk8mk0Whwg2VlZdBh4iQVhHrFBP/xplKpRo4cOWjQoFQqBaAPiX+e56PRqEwm69ev39ChQyHsDviFuBIed01NzQ033AAsDtEQQRC0Wq3T6dRoVDqdrrS0lIgCgQCySVBmBx+cTufw4cOLihxQNJDL5VarFVhKrVbbbDZogYIkTkRwE+KBKhQKvV5fXV0N7hTq4aDAJbj5LpeLFbIkcTD3Glq9glky0difZDKZ2WyEOhcRAbJkMplAIICBioqZSIBVKBQGgwE+PIVCwUp3kwhlWBATMO6TTzb97Gc/e++99zQazcKFC//93//9sssuA+oSRJ0zHK9WqxUKxZw5c8CsgkoqVGoxOVit1gEDBuBCp06dwhgmkdQIWVckOcLBjNYi5ZPneQA+FGZAPwhi5iPC+ngx8Q22RqzrpHAW2ZSYTND4I0eOcBzndDpHjx6N88vFSmUmkymfzzc1Nel0urFjx5pMplQqBbjWS2+i4PoqWMEuCbtkuF+cWISHufQxKQ8cOPDkyZObN29ubGycO3fu4MGD+/btW1ZWNnjw4Ewm4/V6ofqNRYKtLnQm6YeRfGUyWZ8+fbAEyuVyBA2xo2XegunTp//+97/vRW+XRv+y2azNZoNWFqsNgpkayyQEu7FGsrzFiooKJDNGo9F8Pu/z+bq6ujo6OgBNDAbDQiK/34+5GEdyHJfJZCCS/hn7kN07SxTI5XKDBw9GrW6TyYTvY7EYxDlREXLChAkrVqzweDyIplksFp/PZyfK5/N2ux0knkgkgoUfikeCIDQ1NTU2NgIQIA6FkikKIgRciouLBwwYAPlKn88HuVGFQlFUVARxgYqKCr1eH4vFGN2blWO60PFzsUwul0+YMAGQEZxoqF/CiQggVVtbC7cEXFZyOUdEnZ2daH9ra+vKlSvhqODF4k4Wi4Xn+XA4DCUIjUaDqKLFYjl58mSZqA/S1dW1Zs3HkAMFdAPSlcvlOA+IhvDa2u229vYOjI1EIlFTU2M2m81mI9w8yWQSvSqTyVhhAxL5efADnbOf2SiSojH2ORSKMMCNl660tDQYDBoMBoizw3cLPiV6oK6ujtGnSNTKBzUNF8pkMjt27Ghqatq9e3cul5s7d+4jjzzSv39/v98PcVQIOjCwiJ5pbm5+//335XJ5KpWy2Wxwa2k0mkgkAtociQXsk8kkvHHwkAFTYo+EIC9qZyE0iWqPyLzGMCaxnAPzrLPCDNyZFavQV5i+EJ1k/kX8H+FgnU5XW1vLcRzk+5EbGw6HATEtFovdboeyNPMXotlM7kTRXgABAABJREFUkKUXbbGAxgpWsK+gXTLwiyUWYYqBjDURLVy48OWXX0aBxddeey2fz9fW1hqNxoEDB06dOnXmzJnFxcVs9kF6vPScJGaJExHU881mMzS4UaIO6tIAPfDKlJaWsm261KTLElwOiDniexSQhi9NOiECkRAR5L/D4fDGjRv37t3r9XqhRJBKpQKBgF6vX0j08ccfk+iaYj4MpJx/eu9J5180IxaLuYjkcnksFnM6naDacBwXCAT0YtFxIkomk2q1uqioCCsxMASo4kQkk8na2to2bty4YcOG9vZ2lJFBoScgXXQUFkgiglI8iY6T8vLysrKyrq6uoqIi+L28Xm8+n4eSltVqHTJkCARa8dBZbAik5gsaPxfLFApFRUUF/KkoPgj+O4mJmQqFAvw2IoKzMJvNK4kgHXL69Ol/+7d/g1+H53m9Xs98KhzHIVIWi8UYfUqj0eADEXV3d4P3zSKw0KknItC9TSYTxhKSOYgIiAefbTabWq2Ox5OxWMxoNBoMBqiWILwLFS6cE9eF2AcnFvzBSaT/lOY0sP9Ho1GTyQTXUTgcLiEKBAKBQGD9+vX79u07dOiQx+NBaa9QKIRL462ExhiJaRYymYzJTwQCgZdeegkdCJn7srIyOKV0Ot3p06fhRYtGoxB3hWLfT3/6U47jEJUzGAzwk6Hmt0ajiUajLxLl8/lIJOL3+ysqKhDxBKKyWCxOpzOfz6OmE3oDl8N2DvMD+vac3i/m6GJ9xQKRMrG+grTrsC0BLsQmDco4UMlnXQTpDYvFgt0IOwN3VnmGz8IHLVjBCvYl2iUDvxCvAZ0CMUFgjoceeqi2tnb79u2ffPLJiRMnNBoN0vhPnjz5xhtvjBkz5tZbb509ezboONiF9zozmyjT6bQgCAAKWq0W4TD4ALRarU6nQwIj5I7oTGeS9J9KpVKr1fr9/lQqBbZZOp3G1hxFiNF4wEeNRo0FL5VKLV++fPXq1R9//DFbh9RqNeZ9nBmBOZaFgKLO2Wzu0+OP0rWTNRiXkLYZRWyQaci+dDgcMpkMiyWJUVqLxYLDli9f/uabb4IVzp4Oe14AJRzH6fV66WlJdLGA34NqfR6PB0XHcV+pVAqwGIsZcxV8DsWvi2vAf3q9HvV/AGRBu8FQyefziLIlk0lWQoeIWMAXVSMx6oAw9Hq9IAjpdLq1tRVrPIkhSxSIJCKO41D4nD04TpSbgmMGNUOlK3ogEERhQRLhVCgUQsCL0ZI4sTo4G1TCX+RUFCQCC9w4gxGf7kqxWCxgypcQ4aU7dOjQjh07Fi9e3NbW1itnhRNTcbFRwdOHcxdyKjisu7sb3h1U+jpw4MDLL7980003uVwun8+XSqWKiop6ZQkgdxJDl4iwg4LXEAMJ3QKXdjweD4fDkHJFmcVkMplOp1E4CyL7GHuJRCKVSkFAlcTg7Nncr7O7SwpV4Sdj4Vrp8ZFIBM8XowVOd+BFOMwSiQTeLBbTxMGYrxAVZdNRAYEVrGBfZbtk4BemKhYKxBrmIJLJZLNmzRoyZMhdd9116NChxsbGNWvWFBcXNzY2chzX3Nz89NNPHz9+/OGHH7ZLvC/S/5OEA4v6tSTWNbJarQg9sFq2Fovl+PHjTD70nIaJHkwmbKkhmQEIgsWGHRwIBDGJb9269fnnn29pacnlcuXl5dOmTautrXW5XMFgUKfTGY1G+ubd06dPf//99wWxiDUWUZbO+Tc7UHqzTqeTiLDmwYnCnGpoJMdxoVAIlcKJCDrs+KtOp+np8RiI/vjHP9bX12cymSFDhowfP95utxuNRhDUqqurfT7f4sWL161bx/M8kAfKFWiJiAhLBVQxg8GgIAjZbJaVHUToE2FHPBroerMss888cC6yYTlkvhlEmUmMiqIDk8kkFlfgDyBGuPEGDhz4wAMPIJmjuroarCPwe+x2eygUymQyxcXFDQ0NVVVVtG6tQqGAJ0kQhOrq6lmzZo0cORKAHjgeV8xkMtLcBZfLRbd+DUFJeOBSqRScQEjpwBngDUIgMh6Pg4MFMIESztJgPawXe+ns4COU9IGSAac++OCDFStWoOrl8OHDL7vssoqKCpPJZDKZtFptdXX1nj17fvSjHyUSCVwaLUmn0wCgOE9tbe28efM6OzsXL17c0dHx+OOPl5WVXXfddaFQqLS0NJlMglOP400mk16vv+OOO6AowcRa4e0DAFWr1XTn7f/93/89aNCg4cOHo843xJOBZqCPCkYj3lC8KTKZTKvVsoqrJAaXsVuQwi/mkZL+k87MGGUdiz/Bi+lwONCNyWTS4XAgtwOAD1U1sTkhMQ8XxQ/gNmNXL2CvghXsK26XDPxipZ11Oh1L5yaiYDBot9tRsWfQoEGJRGLhwoUej+f06dNvv/320aNHOzo6Vq5cOWDAgKFEgihLyImpW0SUy+XgpwG8g4Y43BtwKlitVq/XG41GzWYzqCok8e3H43Gz2czzAhMyxXmwYYW7CwpM8I4kEgk4TuAJ0GrVmUyKiLZs2XTs2BGDwTBz5hXf+ta3xo0bp1Kp7HZ7IBBAMIK+ebfNZuE4gYjP5TJmszGXy8nlnEqlyGbTRLz4HxHxyOzk+RzRGcJXLE+NkeHS6XRHRwciaKxYMvsTuDWtra2AR2VlZbR/ryBQZ2dnMdHhw4f1ev2CBQsmTJiwYMECcGI0Gk0gEAArvLGxcdWqVUSEHs7n81hTkY4QCAQ6OztrampQsSccDqPiCgQCwH4D4GOoi3m/4PmLxWJms1mKLBHFk0Z84OZRKBSsAJ80cIn4Dlwa6CKgZynyYCfEb9vb2wEQM5kMlsZYLMayaHHXCI6DUQeDooHRaJwwYcKYMWM6OzudTic8Z0xZHhCT47jLL7+c/ZCFMvV6/RVXXHH11VczuIx67YALXq8XVEWWLIleZfwtuCeNRiNYREC3iUQCnHe8XAzgYqyizj3r217/12g0YFCR6JzD64nS2kSUyWQ0RO+88044HK6urn744Yf79es3YsQIkOSgvK9SqZDZh7wBIrJYzBg/7DFptdoHHnhgypQpwWDQ5/N98sknfr//6aeflslk119/fTwex6ni8ThKY6JSKrJEEeKEbCkQJ9zJ6KIHH3wQ+aGhUAiNQQ/I5XIoC+JFBr0PoI3neTgRGdIShL9q0sL5R0SJRAI+uUQiYTmzWgB74jgJbpPFJbPZrMfj6ejoKCoqAsVTq9XCXYo2J5Npn8/n9/vxPYkEBvj1U6kUpjjcJgAZK+NdsIIV7Ktjl8w7ycjXiDIg/5+IqqqqoMXg9/sxiffr12/w4MGzZs167LHHZs+eTURutxuYKZVKYcLCRM+iQpgB+/btq1Kp2tvbjx07Bror4hSdnZ2I1wA87dq1C1MbQzCIF7D8I2y1BbHwCDO29sMJhKszucj6+npBEPr27XvdddfNmjXL6XTKZLJQKORwODKZDMQz5WJpbVyUaTEgFZREYJFMJhGl6qXFylLV5HI5kvIQ6Glvb29tbUXRFXDkQQPneV6pVPp8vmPHjsHZM2jQICIKhcIg4nAcZzAYFi5cuGjRourqSnC8sJqm0+menp7GxkZ0HdZpQDoS4zXhcLi5ublXJfVEIpHJZBA183g8jFxMklBONptFhAiFoeCbZBElhjVJgpzgTmDPHYmHJIp8Ir7JnhGY4Ay9MWcbnviRI0fi8bjTaec4DpUuwdqGsyQUCnV1dSGjsF+/fkQUjydJdDf6fL7Dhw/LZGS1WhHeslgsAHCxWEwQBKvVrNVqXa4iQDeQ4XD1I0eOdHV1QR4iFAoBDSAchkVXrVbD8QOHGYYfazxuB2E+3J2UhATnGXAGSdCtFHqy8+ADXKcMMnIcB18vKjOSSEELBAL5fL66uvqGG26YPXu21WolcQOQTqcjkQiYgsgLJqJIJApMyeKJOp3O5XINHDgQkrMQkdm7d+/SpUvr6+vhjoKoBHvo+Xz+yJEjyWQSiB+KdAhHGo1Gtg1wOh3g8GFmgAMJfi/4C9mw4TgO3+ANgjCHiNfz7DA2ZoBc8XqirwSRng+0hBmAPVyMRpfLxXFcOBxua2tzuZzg3SNGjwoE8XgcTx/vWmVlJR4WdiZSosJn8YgXrGAF+xLtUoJfbCLDB1CSDxw4AOhgs9l4no9EIpgiS0pKpk+/vF+/fnBjQLAKyYwk0foiIrVajdDYgAEDsIiuXr3a6/VWVFSAXoPpr6ioSCaT7d69e9++fdFoFLLdRMRxHBADW+cAjDBlw4WA9HLGycXcjYORuUZEiEMVFRX169fParXC29Td3Q2NBlwLymRIyCIR5+HMjAZERFqtFoQexkrBtaQIjPmHAMWOHDmiUCgcDgcaAzJ4aWmp0ag/ffr0wYMHQV8rKyvDr5jyhdFoLCkpUavV7e2d4OjgWgaDvr29/fDhwyCsIEqCCB0RVVRUEFFzc/PBgwc1Gg1AA8dxCP0olUq5nDt27FhdXR0yBJGGhg4E6IRuu1Kp1Ov1IEuhw9ljlQZfsB6zcA8SKdBUKbriJKZQKNBLvFjsGQfH4/GDBw/W19fn8wJaTkRgYaNAJ+rS8DzvcDjKy8tJrLM0dOhQmUzm8Xi2bNnidntR5BEkdJCs8/l8NBqtr2/YtWvXwYOHgI8tFgsUgw0GQz6f37t37/Hjx6GhgCKAUKMF+Ghra9u9e/fOnTshKYexwTTqgDzwHslEARdgVize6D2MGTaE6Eznn9STiiGRF0txIyBuMhkY4woVEuHEHTVqlM1mc7vdXq83kUj09PTE43EUiDx+/DiLymEM63Q60MylTxPgZvLkyXfffbfT6eR5fvPmzb/61a+6urpQ2Ie54gChDh482NTUBFgZDAbxTNFIjuPQvZs2bW5ra0PFMLloOECr1TKNDLiRgJngRMQ7jifLidkkconBpcomK3QaTo6dEvo8kUjg5+gx6Cp3dnZu2bIllco4nU5AQCS18DxfVFQUiURWr16dSqXkcjmKgGGuYBkA0sGM6xagWMEK9hW0SwZ+ERF4G4AaMpkMmjff//73n3nmmcOHD4PMDjcGIgWhUMTtdkNSCBM05kQSqd/4fyKRwDQ6YcIE4J6PPvrot7/9LaQQ5HI5fBgonvPkk08ybixLouTFwov4Zy/shUUOTiD8VqvVMvKsTCbD1bECBYPBpqYm5J8bDIbKykq9Xl9SUoLZub6+HnAQ+3UIZ6dSqUgkIuWCwAMBnhydVVUaxoQnEolEJBJZvHjxpk2bFAoFnC4qlcpisSgUin37Dixbtuz48eP5fL6mpgbwi0FPLDMej0cQBIfDAaocxMEbGhpXrlx5/PhxQRCwg0dHwZs1YsQIjuNaW1s/+eST7du3AxhhvS8uLjabzfX1De+8886+ffuAnuEjgYMBGNrtdq9ateqpp57asWMHOgfcHemAYRxk4E4mHcIaT0SMzM4gMok4QLqgsj5UKBQ9PT1LlizZs2ePUqkE3Q3rotlsPHz48OrVq30+Xzwev+WWW1jFJCIaNWqUw+GIx+P79+/ftGmTUqksKSkpLi6Gjwqfo9Ho7373u//4j//46U9/um/fPiKCUBYRgWG2efPmFStWBAIBm82C0j0lJSVmszmbzba1tb322ms/+tGPfvnLX65evZpE0MmL1aChhgUUgj8By4KWHovFmCY7EcViMYTqzoloGYpl1DS5XO7xeMLhcDqdRclUEiPOSCdsaGhIp9MlJSUmk4njOJvN1qdPtUKhWLFixeuvvw6mF2RNIMcKPTNcDg8ik8l4PJ58Pn/XXXddf/31LpfL7/e/9957a9euhSQ9I2iCoX/o0KGVK1civVStVuP5YucTDodffvllIvrP//zPbdu2oU8SiQTQvyCmeiB0iBEC1IUXmfnL2fvFiSR6/BzvMqLAnIQKhsGcSCQYmcFgMLANDxGNHTuWiAKBAHKJ8IitViuSH+H43Lp165o1a5DijeKeeDXYk0UnnO22LFjBCvaVskuG+wXXOqSfk8kkZNmJaPPmzUeOHEFIa+jQoUVFRXI5Fwgo3W73ihUrdu/enUgkSktLp0yZQp9sQIzASKRWq4GBiAiAhoiuu+66HTt2rF27Np/Pv/vuu9lsdvTo0U6ns6amBjXpFi9efOLEiSuvvHLPnj1g7RCRXC7XaDRqtZKpPjIPE6Zp7NqxkjFXCuPksg9lZWWnTp3q6OjYtWvXqFGjqqursUqlUqlNmzY9//zzb4t1soH8EEHDRXmeBy8NfYIYhFKpVCgUudwZsSc0Jp/PY1HHamS1Wrdu3QonwYQJE4xEkLM6fPjw+++/v2bNGsC1efPmoRgAEv2ICBDq7bffNhgMEyZMcLlcqB3U0NDw6quvfvLJJ6gpiWrHRKRUKrHEzpw5c9u2ba2trTt37nzqqacWLVo0fPhwsLgymQyyVt9//30UKWppacGtIbYFevJHH3302muvnThxYvjw4ffff//XidLpNOsB4SzCOJZwICGlUplKpQAR2JMiSdQSkS8wxmAsxw26IUuWLFEoFHfccUdlZaXBYEC63K5dzW+88cbhw4eJyGQyzZgxA6Afz2jkyJHjxo1btWpVfX39n/70p2w2O3LkyLKyMgxsj8dz/Pjxt956a9myZZFIhJVUhyqVjWjKlCnvvPMO6rLLZLK5c+f269ePBXZPnDixYcOGV155xe12w4mLu0asirUhEomAsYRiU+x+Eb8DRmEdiEyUT+EMAUyUlpZCFuHIkSNbtmyZOHEikCIRMQnfVCq1Z8+e9957b+rUqX379kW9rJMnT61bt+75559vbGyET5elW2J4sxcK7UfkWq/Xm83G+++/H4onHMe98cYber3+lltuYSS5OXPmLFu2rLGxcfny5QaD4eqrr3Y6nYjXK5XK+vr611577Y033vgVUWdnJ8pBIuWQ4zidTgeUhkBtJpMB7kG/MVxFYtYkGza8WEaWwS+G1UjMdgTeisVip06dOnDgAHAzzoYXavz48ePHj9+1a9ehQ4eeffbZcDg8ZcoUaD7L5fL29vaNGzcuW7YsHo/r9foZM2agqChj+8klBTqZe5sKgciCFewraZcS/MK8hsiXWq0GFHC5XG63+4MPPvB6vcOHD4dCVTweb2xsXLlyJbgyw4cPnzlzJv3PzwSRei+XyDyy4GNNTc29994LdldnZ+czzzzjcDiqqqrUanVXVxeqFt5yyy3Tpk07fPgwiD4ksljy+b9S73sRhgB3sIrjM3a6gIzg4RLRZZddtmPHju7u7mXLliUSCche415WrFhRV1f3NtHkyZNRzw7eAp7nETTRarWJRIIRTRCoonNp//TyfqFs0Zw5cw4ePLhp06aWlpY5c+Y8S/TMM8+Ew+Hjx4/v2bMHTKYZM2Zcf/31wASg8hCR0WgMBoNLly71+/2TJ08uKSnJZrOdnZ2bN2/esWPH2LFjKysrly5d6vP5mNsJS/KECRNuvfXW559/3u/3b9682ev1jh07try8HEDk5MmTGzduLCsru/nmm7dt2wZZBBj4YZlMZuPGjfv27ZPJZDt37qysrPw6EdwJZ98yW4dYRh46B35QKDlhoWXLKoaZIOayIcCH7pLL5bNnz964ceMrr7xy7NixESNGVFVVZTKZ+vr6+vp6VHo2GAx33XXXkCFDwHOKRCI6oiFDhtx0003d3d379u3bsGFDKBQaMWIEqjmlUqmOjo69e/eihN+kSZNuuOGGUaNGkZiNS0R33313MBhcu3btxo0bW1tb9+7dW11dXVJSAp3b48ePb968OZlMjhgx4mtf+9rVV1+NQQ5BLCICG48hKhZnhI+WIQlWpAgOJDpTaYI7U8sKvYQK4k1NTceOHXvhhRfq6uocDkdJScm3iXD748aN27ZtWzqdfuKJJ9asWXPFFVfodLr29vajR49u2LDBYDBce+21Bw4caG9vB35KJBIIgjN3MqoswLEqCEJPj6dPnz5gza9evfrgwYPPP/+81Wq95pprcPyDDz4Yi8U+/PDDXbt2NTY27tixY+DAgRDwC4VCJ06cWLZsGY68++67J06ciDnBYDAYDAZo2kHrC5eD+5NR2pPJJBsMrPgVjiExAg4ZFyB7xkeUy+XV1dVVVVXHjh1rbGx89tlnN2zYgKTOb4sx36lTp957772dnZ0dHR0rVqxobW2dNGlSVVUVJDMaGxv37NkDrsWkSZOmT5/et29fIgJolo5wOtPnfe4ptWAFK9iXapcM/CIiuEawp4xGowiTzZ8/v66u7tixY8uXL1+3bh2iBiAOI5n/iiuuWLhwIQg0zM+BzHbE+JLJJCbWaDR69dVXa7XaJ5544siRI2DnBINBpEbW1NTMnTv3m9/8JtS/QKwhMdTICOAkSdNjqxQRQcoICQSMKktE4E2biGbMmNHc3FxXV9fd3f3ee++huAoCiEqlcuzYsbRnz6hRo+rq6gRBgNgExD+xoMbjcZ7n4WTCvcPDoVZrpR3IUGwoFIJGZS6XGzhw4Pjx4z/44IONGze+8MILzxL96Ec/YktLUVHRoEGDvvnNbw4ZMiSRSOiI5HI5yFvXXXfdypUrvV7vhg0b1q1bx1wpPM9Pnz590aJF7e3tS5cuxRNBA7DM6HS6G2+8sb29HaBh165du3btYver0Wiqqqq+973v1dbWLl26NJ1Og3QsCALinmDVQDAMkmNEpNFo4MagM+luJOIGRkwGWmUHCGK+pCDKV+LxMQQm5eyj5YMGDXrttde2bNmyfft2qBWwVLhBgwaNHj36jjvuQKCWiMLhcDGRXq+fPn16IBAoLy+vq6s7ePDg0aNHkS3InKMGg2HUqFH33XffxIkTU6mUTswYIKIRI0Z885vf5Dhuw4YNHR0dra2tuVzOarWCsI9I4vjx4++4446ZM2cCHOOELCMEgAY4APfLpDvhgcPgwa4AcA3ITDiTRcc+A2GUlZXNmzdv9erVTU1N+/fv37FjB8dx8+bN+7aouHHdddd5vd5Tp04Fg8FTp0699957rD35fH7RokWjR48+dOgQc+EEg0GTyQSddxwJryeweyAQQFT0mmvmZbPZhoaGU6dOnTp16sUXX1SpVAuIiGjkyJE33HCD1+ttamqC+gkeOgCoQqHQarUTJkygTzbccMMNVqvV5/NBnwIvI7zLIM7jM8RXIfaLZ41XmI1qeKfYIEHSNGYGDCf07eDBg6dPn57NZjs6OjZt2vTJJ5/IZLLp06d/WxyxBoNuzpw5SNZuaGg4efLkkSNHLBYLtgfYxTkcjmHDht11112DBw9mjyabzYKdxhICpMQvrqBDUbCCffXsEoNf8PoYDAafz6dQKMxEjzzyyLJly95//33IAUA0CGGsqqqqwYMHX3/99XPmzGpqOk2idisRORwOuVyO2BCimSSSTq66anZJSUldXV1TU1NTUxMIwn379p0yZcqUKVP0ev2uXbsQH2ENw5THtE+NRiN44ozujXkZ8SyNRlNSUiKTyRCjsVgsSAuYOXOm0Wjs16/f7t27GxsbGdDM5/M333zz7Nmzad48u91utVrBBYF2Aza+RqOxf//+Pp8P4VSkqYNKlUymWe8xbCGXyyORSBkRNtZ6vX7hwoUjRowoLi7es2cPnTyO8n+gFs2YMeO6664bPny4Uqn0er0OSfbDfffdp9fr9+zZgzIyFosllUoVFxf37dv3/vvvHzt27LPPPltcXFxSUgKHAdxXRKRSqYYNG/bjH//4jTfegAuEsW30ev3o0aNnzZr1wAP3ffzx+oqKCovFUlVVBW1SRHMymcx1110XDof3798/ZsyYGTNm0Ft/RhmWTxk8zJFTXFys1WpLSkro0AF4VpiTgyFU+C8RM2IUe9S3Rix7wIABixcv3rNnj8/nq6mpwfpdVlY2c+bMa665BnkbjFVGRMFg0Gq1XnfddUOHDh0+fPgHH3wAiQGs3Pl8ftCgQWPHjp0zZw6kGUKhkI2IRIYiz/MTJ06srq4ePXr0xx9/HAwGkSwJKbuampr+/fvfeuutY8aMQdKujQiMLjjPqqqq8HSy2Sx3Zk1oIDyTyQTdLAxLIJVeAlfSniSiVCplNpsrKytvueUWnuePHz/e1NQkl8t9Ph/SPL1ev5Po1ltvNRqN+/fvR04A8iLz+XxVVdWCBQtuueUWANySkpKqqio6dgTYxWw2g1VGRKi94/F4gJzA4opEoqNHj77nnntefPHFdDrd3Ny8c+fOBWIL586d63K51q1bt2nTps7OTsBNRBKLi4tramoWLVpEn2yA6AlGnVIpT6fTw4YN6+zsxIBkAh+Ap6iCKgiCyWQCaa+4uJjEumHwpsM/yshqebE4B6aLioqKO++8EwHQlpYWaMACw2FeOn261Waz/cd//MewYcNWrVpVV1eHrGeO4+AbxkS0YMGC/v37o1K7lghkUKZyLN17MAT2WSfZghWsYP8o+8J3RYJAHEc8T2C2Mp8QJym7IRPrlH2WmYL9nIgcTnt7WwcSmlpbW9vb28PhMOhBs2fPNhgMQEJY18sryk43t7hcLp1eKz3h6eYWg8HgLHJ0tHeifqJWq9VqtW63G6zbTCZTUVFhNBp8Pn86na6vr587d24mkxk8ePCx40cFXvB4vCCD9+3X50L7p72tTS6Xl5aVRcJhnudDoVB3dzfkCbRabVlZWd++fYuLixUKRXFJibunZ+/evViqy8rK/H4/JCc6Ozs9Ho/JZLLZbP1qawN+v/BXO3cMQqfTGU2GDes3GgyGkpISSEal0+kjR45cM3/e75/+g0wmc7lclZWVxcXFer0e0kpKpdJkNra1tsvl8rLyUq/Hl8lkQPY6ffp0Nputra0dMmSIzWZDHzY0NCAtwGAwjBl7WU+3O51OV1VXBgMhCBoZjUa3233s2LFTp07J5XKTyVReXl5VVQW9sUQiEQqFoHxWU1MDpwjgdT6fP3HiRDAYLCsrq6ysdBY5errdWPNkYpVuEp1YgL86nU6r1Wq0Z9Qn9vsCbByyjhIEAXpgLEE1kUhUVVe+u3hJWVlZdXW1zWZLJBJ+v9/n8zU2NjY0NNhstoqKigEDBlRWViKhLxwOJxKJgYMGeD0+Z5Gjq7ObqRXwPH/69Gmv19vR0QGx8srKytra2pKSEjCQQBMscjnxqyKXs+V0K9qfy+W8Xm9LS0tra2sgEFAoFJWVlX369HE6nYBiyKUYNHig1+NDJm+fvjUXOixbW9qy2Sxo8r0GDz67iov+5klCwbDFavZ6fE6nfffuvRByC4VCarW6vLy8X79+JSUlHMdls9menh63263Vai+fNjXgDyYSCaR2fo6WE1FXZzdKtsvl8pMnT7a2tp4+fToajRoMhuLi4vLycofDYbPZHE671+MTzrTDhw9rNJqioiJs4TCW4ADDqIaGhcfjgazGFVfO8Hp8gNoMbEUiEeSZAsWWlZf+zTaHQxGzxeTu8WB4INsxk8k0NTWh/hgkaquqqvBQ7HY7vJ7o4YJz66KYFLlyfynnlSEio9Go1+t5iVxRwQr299ulB79Ishd3FjkuqDE+r99qtSLVHFLRRqPR7/frdDq7wxaNxDo7O9PpdHV1tV6vb21t1Wq1NptNo1GFQpHm5uaKigqFQvHCCy/8/Oc/z+Vy06ZNW7V6ZSadDQQCGo0mFospFIriEld7Wwe4zIhcYDIFsGPccNy1QqFIp5NE5CouvqAb+XRz9/Qg6iGTyc4HvwRBKC5xXcSLfhY73dzCcVx1TdUXcXKvxyeXy+H5OzuGiIUQISTk/cGVwgTSOFFsAj5LXiyUDv+ETqczGPWfr2E+r9/htP/t485lwJQXOs5hHe2d4JLDn4TbzOfzELlg+QToKya7yr5BNzIGGDstPkPXCpFxqZ8PRRUFQYD6g9liOnfjzm/xWAJeOkRFPwvO+3LN4/ZyorIJ4FcsFgPxDl2EClQQcMZwAnnAYDBArbCioiKRSNgdts/XgO6uHml+5cW8t38xK8Cvgv0j7VIKPjJjrHZ3j4dEshGYKAhOITWP0S94UQldlsmA6q7T6cAmwSyPN+35559fvHixVqsdMWLEXXfdNXToUI7jvF4vCK0ul8vptB8+fPStt94SBCGRSAwZMoRWr4zH41i6mLMEpHgSKd6MoY8YgUajMRgMMpksmUxGIhGlUs7zfHtbGxGBno8QGOJ0QA+gfldWVQX8foSKoIYFdg4WV9w4fHU5sR62XC5nmY+9TCaTBfx/qXeEtQHcqZ6eHizM6FUETxnpCt8w7gvEh9BatBM/hBAaOCsIGsbjcaVSmQuFLBaL1+MjMeEUES4Uw+FErVqs5egNaIggcoTAGUASiXRmuVyOu+ZyOTRGugixD3a7ndVIhkAJ+GTsNpnPjCWvIYqUz+dBNUu4vYIgGI1GxCtxZC6XQ2gyFAqx/sGAAckvk8kI+TwWSMbCEQRBpVIJIucM10JTwQYjMYGDI+I4LhgIJRIJtIfERQL3jgeEdFpkwqKveJ7XqdUkljsEfQpFAsC4ZzxItDmbzUJqBCJkSPvIZDKMOtbL2ELF+gqJpSDVIXInk8kyHh8uBLefIMp3sZ/jNtVqtU6nQxZnPhIBQEHKYTAQwtsNXiBLK+ZEYiVeGQwPs9nc3d3tdDoDgQCCsPAVycSSPnAu9ipwKf1gt9uR1JyXaBrDEUhEGAl4+/DSZbNZ4cxkQ/ZASVKaUxApp0ygFW2A/D1kPjraO0nUBGbPBfKw8GKClgfKI7YZfxm04oAvcLwKVrBLyC49+NVr3mQahpyEAMvy6qWrNSZ6ZAgCCTFfFCavVCp18OBBnucbGhpqa2urq6shysDzvMFg8Hg8n3yyecuWLceOHcO0OGLECBJZMrgQkunYSsnmR1xIo9EA7mAaBaZRKP7q+eNFOUeZTIbTspWG0fmRgSWIxZIhaspxHOAL5l+2ODGcerbB/yetiJfL5RDjkH7D3CEsgYt1F/OC9HoiAMFarRYuAVY8W6PRWCwWlCsGhoNmejabjUajKCXORJXYioUulYnlPsEfR3ugDcu0MaGCdk6hBEBVQRCwsKVSKYaxBJGbzO4R/8fyhgy4vFhehud5UIWArnieT6fT4FdBgxRiHwqFAos3nENYcYFZcSNgAkm9v6xLgeqkPgwpZGHDCfF0/AnQTRrZxNXxKJPJJJJLtFqt2WyWi2pzuDTbn0CbDTWy8BQYF/6cJhVLY6E3BlnoTEI6BidJhG2Zd43EPBgSWZh4dxBI/QsgE+VYsdNg6au9/JQcxzHZepPJBA80I/CRqP4AfMMKmfe6L2BrkhQdR1Ph2+ZFAZS8WNACqQnsXgQxe4MTuYa4C7zCAJpMnA96zviGpUGw8+C54AmiA81mM5MPxJ5Eel06y8NdsIIV7Ktslx786mVwYEi9AiRm1LOJHjMp1ga4u6TFWBhlfvbs2Tt27Kirq+vp6Xn88ce3bt06YsQIk8mE3arX6920adOpU6fy+TzqnwB+IbjATkKi2wmOE7ZssyJ6aAaWdrVanUolpFnrDN9grieJOgARiRzhv5R2YasjvCxsqWBgLpvNyuV/bZjU2BrDcRzzK8hF0VH0ktQVL0WTJDr2FGLtI9bDuDpkAoCx2DnxE6ymQBJAKngo0KFlnhLGNwehmLmL2GIWj8ctFgtyCJLJJOSakKHGSeLaMAQfgQsZVpCLQmK4ceZ4w22yGuEMW+NecB72cFnxPua+YsAOhrKMcAGyUjPwUZEkxsE8tWw1ZQsqTsi8m2yBh7cVDw6uRHZfeKxIl8Mwk4kqdHju7OpAD1jmwQQHt52V9jrfig7vLHAnAzEyUfqYRG1eDEK0X8rJYzARmJjBI/wcuwKck8V6mM+PvePsGEHMGw0Ggw6Hw+v1olY9kI0gqqQC0ODd7+XVY7eATFI4/3Ba4GYMDDwCVocUnXD2noQBROZfZI55bCdY/TQG1lkzpCaXy4PBIJyaeILYlaHTpJBLEK0QGitYwS4VuyS5X9I2Y5JiLgEpqMLyQBLvAts6S3eomCVLSot9Xv+WLVs2btz45ptvgldrMBisVivIzjqdDmWzy8vL77jjjttuu620tNTusLW1tkMMFvt+Z5EDkSas0GIEMMfCW2yyxqURLqMzfSEymQw/wXyKlcxZVNTd1YWr4E9wPOCD1Dt15jOVnd1pdKaeU6/rMgDRy3GIJYG1Ez8H8iNRDBbuEDg8SESiJHpZcDk0m/ktsK6w6zKvCfNjYQVlDjngHo7jWIAMoUAGYc85ZljwiySYhsQQHltZmceRebDYCTHAEDhmqziDNez8guhzhScsHo+ze5HCawwPLN5ysQalTCZj6nG9ng7gOIMs7BgIsrOrc5KSVgzt4VqsG+USEX/WaUDMeI9wyzKxpGmvwcNGC2sJe784jgMKJFGMiiR7CbRBesvMa4WL4lkIYgkd1kKpu4v57dimC2dmbM5wOAz9EWSTQAMPnipp5zBl2l7jBDfF9E04jgPuZ2ArK5bPgi8Wb7fUW4yWCBJXJe6CE/lhaAb8l0zNrpfLk/UzU3ZF13FiISm8Xwy+F+yimPTN4grcr4J9wXZJer+kASZM91IuCFs+AVOkgI9E5UwGPjDbMsWjK664on///mVlZfv27Tt48GBzczNy+/P5fCQSGT58+JgxYyZPnjxq1Khhw4b4fAES42KAX+ycWFd4sZQesIJMVDQgcfXieR6UF7bmsXbCDdDrT4Iol4pzYuHJ5/NQx2BHcmJtRyI6X/gRiwTWM6yU2NZjlmFIAnQZ5i2QAi9YIpEQxHpBLM8gnU5DspITSdkooowViMFQdBqQE2J8DO6wG2erOO6IxdcgzZDP5y0WC4qxQBqACYL0aipioOgZrHkkKuIyTMYeFpZe5p9jyz8vUgxlMhkinux75v5kfh3Ug0I1aPg+4YVC/0DkHeFI9DMqY4LrIx0JJBIHcV2gNEESnEI7OQlzjqVPsmCuTCZDFnA0GmX4gy02OA+ax16oXh7lXgY0w4LsguhaQ8YJax6D7HjvoBIs3SzhubOnBmgCBA/rhWjZyCSJDw/nRI4z9kKIXep0ulAoBNle5hEH7jnfIoogLO4dXY14XyQSgc8SAAivjzQ4e/YmSpAEH0mM4KNqAp4Re2osksi6jnU7QswkEdlHsJ5571gnwJhcX8EKVrCvuF163i8pliIJjunlmxHOJGEwY9tTtgZg91laVhIKhjUajc/nk8vl7e3tEJBMpVJer9dut2u12tra2rKyspKSEqyRkUikvKLM7wswxgnP86VlJV2d3Yzlg1YhYsUifVjtMOdms2mpR4TE3Twaxki4RFTkcvl9PkGUD+VE8i8CmiTJ8mMrARFx3BmxG6lhiWU9RhJpeAZwGZJDkwQxHMMup1arEYshEdrCW8AKH+GvarUa6z1oN4IY32EQUNoJUrjDi+KWWKHZZ4WoTS9d25CUwAZAr9EiDYNKLyfFrGy0AEAzGCGIBHM8QRLjtsxDyZ61TMJq4jgOASYpJREjQUpPxC0zSMpGr3RFx1OWtpwTleuZX4SFeklSiCYvVssBHZ6pyWOdlotVt8FcRG8DizNHIJ3L+8WAXV5SjUcQhGw2K32yUrcQwxbSjmJOUKboxlrO7lG6M2EBfWbsFnCzMjEuLIjcPvFFy0qj4We/FGwuYqx2hm6xncAH8K4EMWKLVwaHsYgtiwjLxeRZ7CLg2mR0McQ0s5Jq2eyW2e2zwcw6gb22JEF7vY4v2OczoeD9Ktg/0C4Z+MXW2l5vCKY2XuRDsKAAfx63jxSaiC38rDpG57Sebrf0n1+omoO7x8NLAnaMRIW5nvnVpDjjU9jTF2RYbFgeIuKMwBYX5fy9xiEbBnlRlxJ4hS3ScjFBrFdoEoOBF+OYfxPNf9EmhXe9FssvsVXcmUFkDCHmYGMQHDqlUoyLn5/zLs5+sy5p63UjzJ/NSfJpeJHM8NlNuhs8ewz0+kb6z17bCebg7PUTFponiUuMJEQ0TsLgxKtkNBrz+TwShoAdP+W+2CQjHQyfMm9fWlaAXwX7R9olE3zkJbwZfHP2FMOJ6fSfYy7o6uzudU6SJHILIjEI3h3GvSCiXleCFsbfvyxxZ7Gs2LV6YVB8YLwZ7LbhC2Eq83+/MY7wha43n8/YQ+QksRuSENsZ9JSLUvX4hrnoZBLC3+dYJi+WMdJPr7jwVy1IJG2hdHRJISPsn2m5/ewmhTu99oEXZGxXIH27P6Uzz3kV7EOkZAMSx7kUHDBPKjueOSBJfJU4UaZE6uTGwedsD2O2CaKnHMS+f7XxULCC/f12KcEvth7jG6n7nWEO9vlCz8/WRcxieVFhiEUiSOKl+xznv1Dr5Z9j9y4Xa7r1ag9rP4MgUob132/goCDExpr0hW4E2eIEpCITpZvwGUQfQSRswevJ4kEMIsC+LOxFYsxUutb+Y8bPhdrZMOtslCA9+F9tuRXOCgfT53Jhnn0e/PPsISF9HFKI1mtmECRCM5xE7UJ6gHTs9fq5TMy2kb5HoFKcs/1oKvxkWVFfECUiLrQrClawf3G7ZOCX1C8lSEw6l5GEQfX5LiGdyOSiPhBIr8A9LNn+i17Rz3Y5oGHgALFdL/OssH5QiNLtwpkZZBfFpMvGxfWCnM9HKJdUMiYRhYNNBf6yIJHvYjz9nETIHjD0y/I2IT7LSFScyFG7WEHbi2UMqtKZi730A3OM/athLxIJW+y9k4tayhd6nvyZUsznQ7ck8WnRWXtOEmG99EuMc3AuZaKxvzIiI3vEzN3FWIxsr/Ip24O8qBXCxDgYEa1gBSvYBdlXaw34FOsFIwTR/w8qMf4pk6iHn2/3dj5js49wpiHTkGkE0JmiXF+cCWcGKdgelxHSSRRTQJMYHVjqxruIXhaEXEmS64A+ubi7Xk4S+RIkoRlOwvdHG5LJpJQ8Lt39CxI+O134SLi4xoQtejHzvprGBhuLT7FkQxzAifnF/2orrkzUy8Xrjy8/x/ZD2r3styxoeHavSl8H6bWA4Bn3H5BIqoHMju/F0+/lLUOuaD6fj0ajgiCwCrlSIcOzuwJbCHYLn3JwwQpWsPPZJQO/OAkNq9fuEHMBPD3c56XEwkXRaw8K+CJdfmRiXtv5lp+LtSwx2NELDiIIyJ1pgCBYHgSJttNF9FJAYh57ZeHvdjSebVLPirTDkSbJcRxLVsVfwbKXLoTQL2AqtWwwwEn2ZQVHmO+NZYAyYdgvpT3nMwbWOVHYli3hZ8Ovr2D7v2hjLude7+OFvmK9dgjshFLvrPScvfTq2F8B61liB8urZW8ES0Bh52EOZumGhBe169jOjYiQwnlOQ9wf4ikyMZuVSfkXrGAF++x2ycAvNvfhnwxb8KLlxUo1gugJu6DzMyEoaWRBEDWTMNMxl9LZ2e9fhEkRmHS7LJ1J2V5WqmtFZ4HUv98QRGPID71xcR0551zUpbKiJMYiwfmFThXcYAqxEpFcIpL+udfIi2i9ngInyp18iXS0cxpbkjlRwEIKbaWZpBcX1l8qxuqrcpIajp/jIcJxLoj6IyRmKDPVQGkPcyLXU8o3YN+TJJQJiJ/L5UwmE5sMpTCLzW+CmCuNq6RSKVbageGwT4mM8zyv1Wqx1UHRs2QyaTAYLrQfClawgl0y8Eu6BSeJF0ouVvKBY4YpBl3o+Rl0I8msKohKBzg/Saa/i3JTn2LSWViKJIA5mF+HufpQzBtl/nixduRFjLsZjUYoxDKhKeYMu1iXONvQ/xqNBkmXnCgXnk6nmTcuHo/zPG82m/V6PSLF8AIykj6QxJflrYFDAk4vEss0XXRO3t9vUlQtE/VmOVHYDMOMk4R0/9UMZRm1Wi2Y5qBYQdj5gs7DPEbcmbkyUqkztoniRCYWmwdIsvNk9QMYtMqJBTeFM2leJHm+JFb1BmhDDVPG3GAutPNNHag+jlnRYDDEYrFIJMIkiAtWsIJ9drtk4Bde+2QyiTkoGAyWlpa2tLQ0NDTodLqrrp7zBV3X3ePpteMXRCorSaZLTsKlkH7DGK/ndBQJYr0amUTwk8TdbSAQQMXJfD6v1+tzuZxerzcY9b1O0tXZLZPJtFptLpcLBoOJRMJkMmk0GiZ8yurJsOI8jDMrbSSdpeUhSERHS0uL163bEAgEBEEYOXJkUVERCix+xm5kvQe1MMA4TmTEo0nQaAWFBbtqIjKbzSaT6dSpU42NjZlMxufzGQyGioqKgQMHAodBSD0QCMRiMaPRiL04ZD+xzKD9cklRICkUQ0tYXgVbh5B1gfUMkBewienrsi5iq2kvRxd77u3t7V1dXZFIxOl0jhkzBn4UeO+SyWQmk0FlaBTGPlsUlLn9HE77Z+ztz2HBQIjneWjxG01nODPCoQgRyWSyeDyu1Woxis5ZjIiTeGqlvG/0HhZpRKkgbZBKpXQ6HYsaQ88ll8vhSyna4CRxZymqkHYRSaCJtAOZX4f9nBMzBKXH4K85saqmzWYLBAIARiqVqqio6MiRI9Fo1O/3x+Nxu91+2WWXWSwWxOk4UXmf3T4beOzqrBoBNksI2G3cuJHneaPROHLkSIfD4fF40PITJ05EIhGLxVJRUeF0OqHVrNFowC7geT4ejxuNRiJC0Xez2Yx/dnV1cRyn1WpNJhMKRJpMpmg0yvN8LBYzmUydnZ1NTU2pVMpisUyaNEmn0zH1PmjsQf6NCdhi/IMDYLfblSoFEWnEHg71eKD8jDeXxQcYLkTL2TBg2L0XvCugt4L9C9olI7uK2Scej2NyATnUZrd+jia5ezy94A6JKXW9ZuQil9Pn9bMpXnp8r9wldgyq60gBDXNWiR1yDjlHFiyQeiDYVMUKvESj0Zo+1UOHDAsEAn379v33f//3G268PhQM+/1+lOLGKs7ipFgseVGp1Vnk+BzddT4LhyJqtToSiZzzr9L+lEJVXlT853k+nU7DqYB1hYjgw/uMj7W7qwe6oAi4JBKJRCKh1+vZGq9SqdjSztwJn9JO6aNhSuVoJ/6pUqmwzHAS7Xt0tXRssLPxPK/X601m4wV1LMzj9kpxRj6fdxUXYTMgPYxVbZIyrOlcuAQfpDCUxadKy0rCoUhPTw+W6v4DastKy9Pp9OzZs996+82O9k6UeQC0RZib9VsvuAOOnSCJV5L4XiQSCSJCVSKUwjQajbFYDHWHIKWLESJ1P3OSeDp/fn0pjCjGQCDJqyd9f6XbJPaKsVmIEysXZbPZzwJ229s6UMBUirnxTyZYc7a/UCGW79y/f//sObP+5lUC/iAKEiDYh/Mz6UGdThePxwFkcQuoQI9tWywWKykpCYfDgiAolUqdTve5R6NMJuvp6Rk6bEhZaXkymbzpppte+NPzuWw+FoslEgn23IUzuWUkoi7pXoXOL7P85drZOL4gu1qwL84uGe8X/PxsCWfV/TiSEZFA/NEjx0pLS3mx9iL2l6zWL9uaF5e4eu136cwCbWyOwKQprUbHJnROotPTaxFiwRr2V0FURjjnff3lLjgOjGwSSb6pVMpsNicSCZbXqdPpsDk+duwYEXk8nnHjxt1AhCNTqRQcM1qtFkXuMCmjbh1rHnTzhTMp1dLV7nxqYblc7sEHH1y2bBkR/ehHP/qf/30sFouFQiFpjcJexvqTJIgWgAZeTDjtBEFIJpMcxzHHAxG1trRZrVa5XF5XV/fiiy/u3LmztbWV9ee//du/PfX07/BzICFgOLBSgOoAnljpGxbBkbaKJPBXCpSBEXnRGBEqJ6nAzVYa7jw8dHyp1+uJSC5T8Dy/YMGCJ554ori4OBAI5HI5VuaSEddYkJSN0l5nk/Yk/slSRhjiOfuZssdBIpRnp2WHxePx0tJSvV5fV1fXn6i7u1upVK5fv55EByFcKQyvsBeBASxcKJVKsb4CSsDLkkwmWQEfoDS5XI7P7I64c/H9P72TmbHaiMKZHDWmVk8SrXY2zjmJixcDAPAa53T3eARBCAaDgwYP7NunX3NzM4nh45qamubTTaiuIR02JClOKlnCc+wRoJEAK16vl4g4kg0ePPj5558fPnx4PB63Wq1Lliy56667iGj8+PE7d9X1wrjssbLyo0qlEt2by+XMZnMymVSr1bhEJBIRJGWRMGspFapcLjdjxownn3xywIABcDMjiI9SktjfAoYqlUpXcRF2lcePHx9K1NXVRUQHDx4konA4LJNUIEU3Sh2B0gocvKgFg6Z+ytMsWMH+FeySgV9EhNkBjndBELDwFxUVhUIhyqRQOoNlA7FwknAmcZjEva90siZR10e6GPBnVt/rtcwwj45wZjSkV1yPxKSk8zFmpBMrJ0kUZ357LPloHm4ZSNRsNpeVlRFRPp8/Z6Uj3Zn/lBZHkkaO2O6cFynh59yhSlcOMG1ZdcVzGpPgJ4l3k62jrIIQlgREHklUtSDRj+L3+1evXr148WIistvtc+fOHTBggFar7dOnDz39u89SJ6q7q4cT8xXY85U6UaROml6uWbagsgx/rEb4kil9AEAzbyh3pjcolUrpiex2ezweR1AVP9Hr9fgh8FkqleI4TqvVsmoKrPfQyb04dgwFMnTOhjSI8/yZAWX2pKS+JU5S8lKtVsdiMUEQrFYrjs9kMkVFReR1o0o0SnHDsOTTWWmARMR0pKRNBRVPp9NxYnQe3RiPx5mfBrEqBB8Ba9g5WYcIZ0YM2V0QEQusMxcae7K8JAGQDQBpcJC93bxYn5H1ST6fP3HixCCi9vZ2nU43ceLE4cOHl5WVWSwWuvceFjpnrWIjh8F3afvxDQKIBoMB4UKO4wDENRpNIBAAZ4DVsJfeo/SBJpNJvD4gQfbpW8MuVCEZJwOJiMhE1NXZjTeOiIxGYzAYBFcyk8kgTI89Bkp/JhIJ1g8yMRdSqVTabDZ0SzqdtlgsRKTRaCKRCJvfeu24uDNDxqyjvoKywwUr2D/eLhn4xZwcSqUyFoulUimsW1L9J6AHHAn6COPLS9EPHC28mHFN4m5eunsjcYXDhCVdj7GNg9uGrXxslgH7m85MdiPJjCPFakQE9cJMJgMSCQskGQyGcDiMxQmb12g0ir3pbbfd5vF4Bg8ePGPGDHaqVDK9a9euRx55ZOfOnSNGjPjRj340bdo0TPRKpbLI5WQoAZN7JBLp5e9h3UVnuUw4jkun05BOAAUKTWUY4pzPi6WIwrGHf2YyGb1ebzQas9lsIpFAtNFkMkkJauy6DQ0Ne/fulcvlFotl4cKFjz76qNPpDAQCTEWip9t94sSJxx9/fP369X369PnJT34yffp0hDLT6XRlVQWAgtR/IEhKEoGFwxZs3D6ITZFIxGAwgEKHcBvGHhY8IjIYDDIx77KXOJYUHGAsoVxmOByORCIlJSW4fbQK4AMgGH4IdhIpDj47oIMPwG3sMXFnRtykwAJnwy0wuCaI6irpdDoej6vV6tGjRxPR/PnzY7HYjTfeSA89qFKpgMxYmJUkGcc4CetP9BK7KPYPmUzGbrdHIhGwGOVyeSqVAuAAohUEAaMLqCWZTCLH8OxtAPsnu0FBVNxlw4aXGDuM7SvyYk1D+POYo4hBLiKKRqNEhMDoiRMnMOxnzJjx/e9/v6ysrH///qlUiu69R3pyaW+zZEZcCI5YQaTY43umI8j8wSyBMZFIpFIpg8HAXMsyiVIXJzrU4ZFKJBL4UyKeXLt27SOPPNLe3j5u3Lj/+7//q6mpyefzarW6yOVMp9NardZg0LExmUql8JrAYcnzPB4cnhfHcYjjo3Oi0ajBYBgzZgwRzZs3LxKJLFiwgNat5TguFovZ7XYwGlliMtt3MbAOfyfP86lUCq76c84bBSvYv45dMvBLLpdjcdLpdHh1s9msVqy4TETQoQE5GmuAIJGNoDPJntJ9qkyUM5WuWNKZFD9hrikW+2dulbNhHFvbuDOTxaTYC/+PRCLYdPYSpsIeFME1EtEnpuNHH32U53mdTmcymUhcicGf5UURILVazdY2jUZD4nIF8IR5ED+UprbRmbXtWIAJ3c48i8C74OGdbxpl4Qb8hHWRRqMRxGpxGo2G9T/QJ+sElUql0ah8Pl9bWxsYwddccw0RhUKhQCDAcZyJCPduMBiAUJPJZFlZmSCy7LGcS/tH+hCZq4Y9F04MeOE25ZIiB2yEpNNpo9HInjVDHtJgSi8PjVqtwtPM5XJarVan0wmiJwlknXA4nMvl7Ha7XC73eDzYVLBW9YohCpKoHzsAyx6JflY4TaUjh412Tgya43HD4cGC7PBnJJNJM9Ef/vAHZLfQQw8CDWAnwLQ9eyEbJkMVj8dZj7GXDkuvRqNJpVKI7uE8WLzhFQuFQoIgmEwmQRAikQjaz50Zc5Ri6F47BCla5cSSFTKZLJVKMZeYIHF8gheYFxVA8KBJRAzsPZLL5adPn8b5hwwZMmPGDLfbnUqlQqGQgUin08ViMZYFzHEcnJEYsdL4oyBmT2Nqkg5R/FCv16MBWq0Wrzla3uvGmbHQLSAviRse0BORhsJ4bPRX2di8UqL1hX7AToANZmRIIMEZqSFmIq1Wm06nMeE89thjgiBYLBb69gOxWAyJvdFolPEcZJL8ShLjpDmxjjsVZFoLVjAiuoTgFy/GE1mStiDh1lAqgc10LBZDJg6jnMslVWgY4ECym9Q9wzJ3BDE0xna0bBuNbRxmz1gsRhKeBz5wHIfNqDTcxgJtuBHp2klEAENQEGVODo7jIpEI7gLtwQSNM7hcLp1Oh707EcHfptVqgYRY9pxKpQIRhMX10CTsU81ms0ys8sbEWhUKBUCVFIAy3IY0QJlMhuWBOTnOaVLgS+KML5fLtVptMBiMxWIGgwFs1kwmA247Vne2luAkOIPD4Rg1alQ+n9fpdCUlJQxaGQwGnU7H+jafz2PZ5iUy4jgJGwxsDPSCKSS6BnEAXAsAbUD8QCEAvkSEvEiSlEWis4KPRJRIJPUizsOKCGDtcDgwogAftVqtXC4HxmWNkZ4HrWLkMOaCQmPY6s4csawkMy/JO+NEfThBDJAxvOt0OpHTx/N8MRF4YFi5kcyh0+kikQiePr4hyV6FRJwHPx8CiEDeCoVCo9Eg2qXVaoHPjEYjNlS4I7lcDl8LKEd6vV4m0jGFM4sYns9Y0F8uqYKAM0szWzFusVHB9+AFgjoGCRuO44qLi4nIarWq1ep4PE5EZWVldrudiHB3nMg0YNML41fRmbw3zABMPZgXyalMJQf7EI7j4vE4m7XwpM4XfMQTxHlYRE+rVev1elwUjxWedaZ4gpPjs06nw+3D+4tdgbSfNRqN1+tVqVTY9FosFr/f73a7q4j69eunUil7etx4TYC9OLGYqTQETGLQHK8bdsj4SUGmtWAFu2TgF8v5xxqDuYOIQDAnIrlcbjKZIpFIKpXCvA9cJRMlA3hRThBADdMuLyazsLgJ0ADS5YgIcSKIEzJPmyDh5bAtNQwbUI1Gw0IqCLGx4Ahbq/DB5XJhdxgOhwGMgEt0Oh1kdaBixfO81WpFTCQcDiuVykgkks1mjSJ5H3E0hDCw9DIflUKh0IozONYexm4B+kEHok8wfaPPpcFWNBh7aByPbuwVFGMmSKqg5CRFUbC+cqJmEtAAwAfYUVg5gHtAnEezOzs7+/fvL5fLg8Eg8wnB7YQlBK4OAFOAWhKJR4B9WPDYddGxJpOJDQOQlnD7iUQC0R+GqDQaDcaVwWDged7r9SI4BS+j/DzCIszXQqJQk16vt1gsyWSyp6cHcVWO4wKBAAPN0pgU8+gAW2PQ5sU8WUEQWNogW7m1Wi0j1fESFQCsiyydkw1dNBUjp6KiAsttLBbjOC4ajRYT4d7hJhEEAQiSzkwtZLG20tJSSEkB8TD1E7xBOp3ObDbncjlgGq1WazAY4Lh1OBy5XK67u5vjuIqKCjSAzp8Tx7AI/gkghdqseVEZDlckEZ5K01zAH2VbCHyJiD/eNSLCrgAbrXA4nM1mFQqZzWbL5/PhcLiMCLgZwxXTCzRK4AVEp3Ech36Ty+XYGiEBHKnKeI8Q2VepVFarFVFRPCz4raW3yT4AECMULhWpx+OGoxH9jxYCh6nVSrxWyJuJx+N9+vRJJBK5XA43qNPpNBoNwJYgCKWlxR6Pj8QxEA6Hiai7u9vpdGJ69Pl8UATEdoVNjxgP8HgZDAaz2SwIApLfMVz/Jp4uWMH+6e2SgV8ySSFY8EMxRTJKstVqTSaTra2tPT09dXV1RJRKpUpLS4cOHepyucaOHcvzfCAQICKTyZTJZCxWs/T8LBtbSyT9g06vpTO/CfiDuVyurLz0szRbS2QRP3d1dqvVarvDds4je30L0oc0sOf1+LCWfPzxx263u7i4eNq0aUQUj8ftRH/84x/9fr/BYEAnrFmzBt6aYDA4e/ZsCxFmYUEQbDYbz/M+n6+pqengwYOtra2QBSoqKurbt29xcdGAAQOqqqpyuVw8Hs1kMtXV1V6vl+NIJkMatgDwI5dz+XyW4+R0rqgQgEKRy/npdyrtWKhNhIJBHdGqVStMJtO2bVsgbNHT07Nt27bNmzer1Wq/33/ttdcCFrz88suNjY1utxuL67Jly7xet1wur6+vxzH5fLa6pursNvxNle5wcwvQmNliOucBlZLPLadbFaKOJXqAuV11Og2JfLKOjo54PK5SqTZv3tzS0hIMBrdu3VpbWztw4EC5XN6vX7+xY8cKgtDR0WElUqvVPp+vV+N7DdpzWjQSa2hoGH3ZqL95pNQwLH1eP8bYU089pdVqhw0bVkskl8udTofP56+q/stNaz7tTHTOJvb7DG1QEvURP1vEDx63F05NnuchNQcc73a7dTqd0+n0+XznHGafbtHOboZEmWcU8f1cLtfe3t6HaOnSpYlEoru7m4hkMtmxY8eeeur34CmmUqnBRBzHnVMkRScO5nNauscjZdEREQrX4gYZF03q+mJYkxd1BJlymMFg6OzsLCH63e+e7urq6u7ulsvl3d3d77//fp8+fRBU/Q4R3I2hUMQixv5cLhd2Do2NjQ0NDWvWrDEajblczuVyDRs2rF+/fpWVlW1tHclksojI4/GYzWb4/9588025XD5s2LB5RGazWaVSfUYxC7WkW5AT81n8mgUr2D+rXTLwizsr81wQKV9Go5Gi4UQisWHDhrfffnvt2rUkEaqwWCxTpky57bbbpk2bBq9JV1eX2WwmotaWNrvd3tTUtHjx4iVLlgQCgXg8nk6nQZxKJpPpTOra+dddd911V111ldlszmazVpsFWlNE5PP6Ozs733777eeffx5b2+7ubpvNBqLPoEGDrrrqqilTpowaNUqtVjucdqfTefDgQTuRWqXR6XQbNmwwGo3vvvvuu+++29jYCJ5WXpQSXbBgwbXXXjt//nzwgZxFjq6urj59+hDR73//+5MnTw4ZMmTUqFFEdPz48UqiH/zgB4IgpFIprVYbi8X++Mc/vvDCCzzPm81mtVo9lCgej9uIzGYzVv0VK1bs3r37xIkTcrncarXG4/FkMqnVaocNGzJu3Lirr7568uTJNpvN7/eHw+H8havbs4cVCUebm5vffPPNjRs3njhxIpmMExE6E7IaV1999Te+8Y3x48ebzWaD0QjU8sMf/lAMvshUKlVXV9cvfvELt9uNgGz//v1HEBHRAw88gICLyWTyer2vvfbaG2+8xvN8Op222+1jRe5RMBDI5/M7d+5cu3btRx991NXVhVCRXq8Ph6Mul6u2tnbu3LnXXHPNsGFDAoGQzW612WzxeNzr9Y4g0mn1l19++cMPP8zz/P/93/91d3efPn2a4ziNRvOHP/zhnm/ejYN7UQyBw2KxhEH0B4waNcrlcr3xxhsvvfTSrl27EMtet24dPBPjx49/9NFHhw4dyvJbEW7u6uwOBoPbtm277/5FRU4XUv3hf+rXr19bW9sVV1wxderUW265paioyGQ2BgKBQ4cOjSZy2J19+/Z94oknqqurmZApRgiCSh0dHY8++ujevXs9XvejP/rx//zvY/BL6Yh++9vfymSyadOmXU3E87zP5/f7/U4ilVItCMJTTz01b968n/70p2+//XY6nS4tLe3p6UEktLy8fN68effee6/L5QLjx2w2g9ePINf+/ftfeeWV1atX4+nH43GZTGaxWKqqqq688sp7772XiG699daTJ0/OnTt36XtLWHSP4zjQkuA9MhqNmUymvb0dB3g9vp6eni1btixbtuzQoUNwssJbTEQWi2X06NFz5sy54YYbXC6X0WSQiXLznFjYB25UBEbhnHvggQdYtDcSiSxdunTVqlVgF8yYMePfiJACzOeF/fv3r1u3bunSpfv379fr9UiUsdls0Wg0nU5Pnjx54cKF1113ncvlUqmVJBE67vWyfHZjEfZkMrlly5ZBRP/1X/8FQoJCoTh16tRvfvMbnU4HStZ3iPL5PDqcnQGO2xUrVjz99NPHjx9HZg+U81Kp1PTp07/+9a8vWLAAPwFlE4jwd7/7XTKZvOeee+YRoaNwD1u2bNu+ffvLL7/c0tIC/ysyW7PZbHV19dChQ3/4wx+OHDlSo1FRAXIVrGCXEPySmnS2Ynzzjz766Je//GV7e7tCoaioqIBwEc/zwWDwk08+8fv9CoXihhtuICKr1YqfaLXa/fv3L1my5LXXXkMoKi/WUEMMkTKp5cuX+3y+eDw+adKkYcOGkUgdI6Kenp4f//jHH330EeMJ9e/fX6fTud3u7u7uQ4cOeb3e1tZWk8k0dOhQIlIq/0ISQlQoHA6vXbv2d7/7HdjHTqczmUxicc3lcu+//77X6zUYDKNHj8YCwzKh2tvb0+l0a2srq7GDrgA5GrwogJJYLCYTM/VwcCqVWrZs2eOPP+7z+eBYQgI8aDeZTGb37t2NjY1YPAYNGoRQCPQeL/QxIV526NChd999d/Xq1U1NTXK5vLy8HBHMSCSi0+mSyeTy5csbGhp+9KMfXXHFFQYxTocIl9lsTqUyUOJGRAapiGxZJSLEyDgxZdJsNiJDllG4iCiZTG7cuPH9999fu3YtJCKdTieSKJPJtNfrdbvdLELqdDrxw1wux7Jrm5ubN27cWF9fv2PHDnZ3yWTS7/cTEcA6Y9dJO4EFJQVBiMViGKXNzc1arRbrX09PD3g5n3zyidfr/cEPfnDrrbcSkd/vZySzd9999+23375PVIpyOp1VVVVut7uxsZGI1q1bd+LECaVSeeutt5qIqqoq+vXrhzMQUUtLC4Yl9NARMYRv0uPx7N+/PxgMEtHw4cOJyGazqVQKIkKXsnElk8n69u1Lor5DIBB45513gL0qKircbjfP8+Xl5R6P59SpUz6fT6VS3XPPPSUlJV6vF2PeZrNptdq1a9f+7//+765du0hMI7Db7Vj1Dxw40NTUZDAYpkyZwjAWxmc0GkV2HiNXASShxgNcMm1tbS+++OIHH3zgdv9FYMVutw8YMCAej/v9/lAotHHjRrfbrVarFy5caBQLLTByGHgCqVQK/Dz2TkF7j5JZpqoFLT1IMGC62Lp16+LFi1esWNHe3s7ySKqrq/FPjUbT2tr63HPP9fT0fPOb36wRB0OvTKALfbkgzYXoHqYFQGqO4wBVlUqlXq9nLEmj0ciOBPcrEAhs3rz5f/7nf7xebzqdBvcOIUKe59evXx8Oh/V6/VVXXcVODup9IBDgRb0VhUIRDocdRHv27Hv22WdRnUKlUpWWloIK0tPTo1KpGhoaOjs70+n0Qw89NH78+HP7/wtWsH8xu/Tgl3CmKiNjwf/ud79LpVK33HLLzTffbDKZUqlUY2PjiRMn1q5d297eXldX17dv33HjxlUSuVzOUChCRJFI5J133nnzzTex87vpppsuv/zyQYMGcRzX0tJy/Phx+vWvIEQZi8XS6fSAAQPUIoOHiJ5++umdO3eCbvKtb33rrrvuAt0hHA43NTW99dZbdXV1K1asqKqqqqysxIyDJQ3Zc88999ymTZtCodD1119/1VVX1dbWJhKJhoaGnTt3fvjhh4lEYvv27bFY7IUXXigpKSEik8mkUPxlgTebzTabDc0AtvvTn/7kdrvfeuutffv2uVyu+++/f9KkSXDmlZeXs947dOjQRx991NbWlsvlrrzyymnTpvXt29flchFRU1NTY2Pje+8taWpqWrt2bUVFhcvlUqlUrOTOBT0mrFVEtHTp0pdeeimVSo0YMeLyyy/v27dm4MCBBoOho6OjpaVl8+bN69evb2hoeOutt/r161dClEgk1EQvvPBCPp8/evToc8897/F4qqurH3nkEa1WW1JS0t3dffnll+Mqa9asaW9vf/nllw8dOlRZWfmNb3xjwIBauVzu8/kgoAD/xIEDBz788ENgr8suu2zevHkIsHZ0dLS3d544cWLp0qU7d+4MhULZbBYOGL/fjxsnIqvVGggE3n///aampiFDhkyePHnq1Kk1NTWNjY0jRowgohMnToDDJx2i+KzVqtk3a9eu3bJlSyQS+cY3vjFlypShQ4dms9mjR49u37599erVgUDg5MmT69atmzlzZikRz/NIRdy+fftLL73U2dlJRA888MCYMWNcLpfZbI7FYoFA4N133122bFlra+uf/vSnsrKy24ii0TgQCRhXmzdvnjNnDlhxcNyCoZjL5Q4ePOj3+7VaLUUzGEXd3d1ms9lCREQqlQrCVIFAAEVsxDvSvvrqq8Fg0Gw233777bNnzwYhrL6+/je/+Y1Gozl+/Phbb73Vp0+fW265Ra/XA9mo1ep9+/Y988wzu3fv5jiusrLy8ssvv/zyywcMGJDP571e77p161asWPHTn/50zJgxHR0dYE8SUSKRYJpewBZIWgTyMJvNeMRvvPHGhx9+6Ha7hw4dOmPGjMsuu6ykpAQiDm63e8OGDRs2bDh27Nibb75ZXFz8NUkNBkE0fAO6FVD7888/b7fbf/Ob39DOHXa7fdy4cYsWLUomk+l02uFw0NJ34YPcvXv33r1729vb4fkbNWpUnz59dDpdc3NzV1fX9u3bN23a1NHR4XA4Lr/8cga/2Az2+Qx+u1wup1arJ06cSETPPffc3r17P/roo8bGxsGDB997773V1dXJZDKZTNI374bQMfaN0Wg0m83u27evq6urq6vrG9/4xqRJk8rKypB7u2nTpldeeUUmk+3Zs+fll18uKSmZICaE4omg8gGQHJIGiGjt2rXr16/3+/21tbXXXHPNiBEjqqqq8OIcOnRoyZIlO3bs2Lhx49ixY/v27VuAXwUrGF2K8IvOFP7BBETpZDgc/sUvfjF9+nSACWRBdnV16fX61157LRQKbdmyZefOnZVE4XAUy+qqVas+/vjjSCTSp0+fa6655vbbb4d/K51OX3bZZXPmzKFf/2rixInr168/evTo7t27r7zyytFEnKiSsG3bNo/HU1tbe//99y9cuBC7c+QHjB07NpPJNDY2er3ejz/+ePjw4dVEuRwPb0ooFCKiJUuWDBw48Le//e3UqVMdDgfuZcKECfPmzZs0adIjjzySTqfr6uqWLl1611132YlCoZDRaNQQZbNZNAB+CyzSt99+65Yt2z744AO5XF5aWjp+/PiZM2cKguD1euGAwYry8ccfr1y5koiuvPLKRYsWLViwQKmUp9NZQfj/7L1nfF3VlT68zu296qp3W5Ys27Lc5d4NGHCwTTF9AkwghIGUN8lkWjKZDBMmZZKQhGSS/CmB0G0wLrjbuPduWZZl9aur23u/57wfHp89x5JNgEkmmNz1wT9ZuvecffbZ5dlrPetZwvjx44PBYCQSev75510u1+7du1esWFFcXKxSqSKRiEwinPZRDJIKWqLDhw8nEokRI0bcc889N910U13dCER5xowZIwhCWVlZf3//qVOn9u3b19raOo0oEAhYiZYuXYqexH0RjQUthmVFENENNyw+cuSY0WiMx+PRaHTmzJlTp07Gq8fWiKdGzDGTycyePfvxxx+fP38+nE+FhYVLltzY2trq9XrXrl17/vz5DRs2LFu2rEyUevd6vbVEEKxKpVJTpkz5/ve/X1NTU1xcnMlk6urq4P+oqqpCFIaTVJcSUzEEOREcaU6ns6am5pvf/OYDDzxgs9ngbpk0adLMmTMtFsuaNWv6+/sPHjz429/+9l+I4vF4OBy2ED3//PMej0ej0VAy/uijj44cOTISiWg0GkTiCgoKgsHguXPnOjs7jx49eg9RNputqqoiIqPR6Pf7d+zYcenSpaqqKoPBADhORKA/79mzB++CiDBrmKYuSURotVotnD3suS5dulRbW/vDH/5w/vz5oVAInVlSUjJx4sSnnnqK47je3t7t27e3tLQgXI4x///+3/87ePCgSqUqLy+/77777r33XvYUSqVy+vTpM2bMePrpp48fP474F7y2glj2XhATUeGclpbLJKJDhw4NDg6WlJSsWrVq+fLlFRUVcIuiYKLJZBoYGDh48GB7e/vBgwfvksi/SVMIUcAHnyeiVatWCYLwwgsvYG5OnDhx6dKleNHwv2Ic7tmz5/DhwxzHrVix4vHHH0e1Bp7nJ06cmEgkxowZ43K5jh8/fuLEic2bNy+RKDZLu/RjTS4igioNfHJo7e23315SUrJ7926FQmG325ctW1ZeXh4KhQwGAz38+UgkIggC8DTobpFIRKvV/vKXv5w0adKoUaM4jnO5XC0tLXPmzNFoNK+//no8Hr906dLhw4dbiLLZLFy8aqJwOCyXy9EDoDcQ0ZtvvolsiTvvvPP+++9H6FmhUNTW1paWljY0NPzt3/5tX1/fs88+O3ny5FEf92nzlrfPol2X8Isk7nqtVgs08/nPf/722283mYx9ff3YBU0mU2Njw/3339/V1bVhw4a+vj6waOG0NxGtW7eur6+PiKZMmfLlL3/ZbreDVIssSwShVq5c6fP5jh8/fvDgwR07dkwkguOBiKLRqEqlKikpaWhoUKlULpdr7NhGp9Mll8ttNtvy5csRN8lkMgjcoBYbESEKAFf8nDlzsFQBQGg0msrKyjvuuOPs2bPPPfccEb333nuzZs2qJYKij4bIYrH09fXBB0BEsVjMSpTJ5LCVIucRGVvJZFKlUuGc6nQ6RxHNnDnz3//930tKSsrLy5uampRKud8f9Hq9WEbLy8sXLlx45MiRY8eO9ff3u93u4uJiXlTD/1gvSKVSIbh544033njjjQUFBfPnz6+srGSJWoIgGAyG5ubmadOmtbW1BYNBFFNCa10uV1FREQKOSqWShZ/AMVIqlRDhSCbTILPLZDJIbEQikWg0qlarmSw7EW3ZsiWXy1VVVd15552TJk3iOC4cDiPbIJcTmpubH3300UgksnPnzmPHju3fv38CEfTSWG6aXC6fOHHiN77xjaamJqSdhsPhsrIyjD3IFlzVmZHJZORiuNlqtd57771f+MIXBEHw+XxOp7O0tFSjUQObHjp0yOPx+P1+BA0hvkBEt9xyy5IlS+RyOX39a2PHjgVLD7JPiURi8uTJixYtunDhQjabPX/+PEYXNvhZs2atXbs2GAwePnwYuRQYHkhT6OzsPH36tFwur6qqogvnBbFkEIOPPM8jCxLlBVOplI2I4zg4Mr/whS/cdNNN6HBAKI1GM3p0/dSpU5H+0tPT4/V6q6urIbTb19d39OjRaDSaTqcXLlz49a9/XafTnD3b6nA44NYqKSlZvnx5MBh8+umn3W43wnYYD3CAoYcRFGa6BiitqCd68sknZ8+eXVhYuGLFiurqKrfbE4vF9Hq93+8vLCyYPHlyU1PTsWPHeJ5HdJITFUaARQC/kFeL7FT8KRQKoRkoiA56APITSVQDWbhw4eTJk0tKSqZOnVpZWQlSPPIKiWjGjBnjx48/fvx4OBzGb4QrxdvoE8EvSEWAwgjPNCiPyKAMBAJYecC+IjFWjvGs0Wji8Xh5efnKlSvnzp0L7kE8HpfJZMFg0GQyPfLII8ePHw8Gg6FQqL29nURZQSl1DF0E16aeKBwOY75MmjSpvr4umUyHw2FQIIqLix0Oxz//8z97vd5EIlFa+pGSlvKWt8+8Xa/wi4ZVwbv55pt5nne5BrG06XQ60MZ1Ol1jY+PGjRsVCkVvby+JiotEdPHiRZwdp06dWl5ejq0dZ8pIJBIOh2uJbrrppiNHjhw/fry3t3ffvn1fI2JSQFhuwuFwKBQqKLBZrdb+/oFYLAZpK4fDceedd2LbYNglEAjUiHIPo0ePnjBhQlVVRTAYhvgq/D2BQCCXy91///1vvfWWz+e7dOkSis1ZrVZOIv8DBR0S2UUQPINsAejMoFjhZK8Vl8uJEyc2NjbmcjmHwxEKhVpb27RabWlpKdbfcDhcV1dXVVV19OjRTCbj9XrB+rqqqsKHWy6Xw6H8qaeeMhgMfr9fJpO5XC6dTsPzvEajiUQiCoVi1KhRTU1NqVRKqVS6XC4iwrcgQMUktRD7UKvVBQUF2GBwFzCEcM6GdwT/QhSDiMLhcAHRxYsXeZ5vbGxctmxZZWUltCLRS4ODnoqKiunTp8+fP//gwYPxeHzTpk2PE2UymUgkwiJuJpNp0qRJLS0tTOUBLwt3YZKSUu8X6we0PxKJNDQ0zJkzR6fTnTlzpqmpCS+ou7uH5/nRo0dXVVUdOnQIorL4YjKZNBE98MADyWSytLSEvv617u5uYHe8WYBj+LrUajWQK8dxPp/PSNTS0rJjx45wOLxnz56bbroJsVStViuTybxe765duzAdJk2aRBfOs/5MJpMqIoh1McUNiJ6TKB81atSoxYsXQyoFzlEIW4TD0Ztvvnnz5s0ulyuZTMIdAq5kW1tbe3t7Op0uLy+/4YYb0ul0X1+fw+EAME2lUoFAQK1WL1y48J133gkGg2D7oUl4y0zMRRAEVCVC5+Nj8+fPX7x4MTqtp6cXjlJMJSCAsWPH4sUB3XJXk9THlRkYwjEGmAMPiJBfTpRoxq3vuece9FU8Hne5XIIg2O32aDRaUFDAcZxWq62uri4sLBwcHETdUiY5xu77cc82RARCJCeW6MCAgXgEJEjg6WQJ40wfREYEETKTyYSzXzqdhppxdXV1MBjs7++32+2TJ0/euXNnNpuFix1wnzlBpd2CTgBUtdvtgiBkMjmse6lUCtz/RCKxfPlyItLpdFCvyFve8vaxp/2nxNiiGQgEmKQCvCDAT8Fg0Gw2WywWg8EApQmNRgMcEwqF4DAHM725ubm+vj4UCqlUKpvNhjXaarVifSkuLi4qKnI4HFqtFvwbuFuIyGKxxGKxjo6OV1999Ze//FVbW5tcLi8qKqqoKIN/RRCEcDhstVqx4kCylUTPytSpU61WayyWiEaj0PiBChEgIM/zM2bMkMvlWBlJkmTEVGcZkZaIWJk8VJ7GdcBLQ5gASAJUZXzAbrdXV1cXFRXlcjkc+h0OO9ZueJiy2azVas1K6kx/dGOli9PpNPjXVqu1qqoK3g6tVms2m7FZwuug0+lwF1B6TSYTcqaw30Mk1uPxgF0H7yMRaTQa8IvhBoB3xGAwIM+LxDivIAjl5eW1tbXFxcXhcNjr9UK/QKFQ1NfXQ5+2uLgYQbTjx48TkdlsxphhN6qurkbBK+zoRqPR6/Uy5VWYTFLrE0CBMZSJyG63g/JcXFzc398P15HFYsFdCgsLOY4zGAyAoQaDAcMMTta+vn4iqqysNJlMaC00OJiKOtspQaMmooaGBrvdnk6n29ra4E+CzCbQ//nz59VqtdFonD17NolloS0WC5wlWUkhLEBhxK3AH7LZbDqdDg4YjD1WfJrh9Xg87vV6DQY9xLQ6Ozvh3G1qaqqtrQV9ivlj9Ho9NORqa2vLyspMJhMkytC3mDjoTKQVY1wh4xX/xatHNoPZbLZarQ6Ho7KysqSkJBAIyOXyESNGyCUFKjiJKD/jgWEUQdcGL5HpjmJ0Mc0w/BK3RoolNCCwVgiCUFBQgED55dRsIgwekpSRZZPlE8CvQCCAQyb8kSTKSUA+o6CgwGg0In+C6RhrtVqlUk6iDIrJZHI4HAC+VqtVqVRisgA1os0ssQkavBjMTKWPRHVlIqqrq5PL5X6//xe/+MV//dd/XbhwwWq1arVah8NhNpsxl7EWSStr5S1vf8123Xi/cO6ULlu8WJMRxy+k9sjEKmNs72cEaqS8kShJRUSJRAJbO0g8WHZlYo0aJnQ5efLkl19+2ev1AgaxA+WCBQu6urrA7jp9+vSWLVuam5sbGxvVajW0DKBj6ff70Rhe1ChHal5LSwuEdgAgkLXEttKRI0dWV1fjjIuYKUvEg0ML7GPWDzjaYpVERAauINR6I1HIFJLTCJV2d3en02kEGZHBkEqlfD4PbgeKMfhJNpstGo0ClpGkaBLzxkm3NDRJr9d7vV4LEYQwVCrViRMngsFgf39vOp2Gpw15mseOHSOiZDIJFIK+4sTqQAgMofHQLmK4EyaXy+GIYlFXcIOY94vERDOfz/erX/0qkUgYDAav14tzvyBcrhzV3t7OYlskyniykzqcRqyCE94Cwx/MX4U/sd2UUblzYj2ZiooKvBSDwYAqLkxvHVeLRCL4MErjWYisVivYbER0+PBhv9+PHFKO49xut1qtPnXqFB4cE8FkMnV3dzuIxo8fP3/+/Oeff/7s2bM9PT319fXYqhG8/uCDD3ier6ysXLBgwZBRpBBnHHZ0nGrS6bRWlNwzGAwQK8GBQRAEAKlYLAbo09nZiVfM8wJaPjAwIAhCMpmsr68vKCiAOi6Scy0WC4YZimxOmTJl27ZtTAuXjTR0slqthmMMsVGfzwfepEwmMxh0PT19g4ODkGLu6upCbdNgMKhQKI4dO4ZhAFIBSWCQdDxjMOPBMfakJX0AR2RinR82VpHt4Xa7OY4LBoNdXV2o/IOXi1snk0mkRLDTERsnTDmZecVyYuF5NshlYs1K3BHHFdBAmbQsK/8A56jVavX5fJlMRiMWpMpmeYU4Q41GI5xVZrMZMUe85WQyCfiLrGfMIIBdtA1xWCyPzA22dOnS8+fP9/f3b9++/cKFC0ePHgXlC3i6tLQUvDqe51mFTRZBZiYMKxqRt7x9hu26gV9DTCYWtJEuSfDTwAmkEGv4AJMpxBpzRMSLxZURzzIajZA+x9mXFVzDNoyVEQlc+BlAkIj+5m/+xmg0/v73v79w4UJXV1dXV9e6detsNpvNZhszZsz06dPHjBlTU1NjsViqqipIQpnHre12OzZ4LPFoJJLeEUCEriw7fzM9dF6UXmRbJkn4yMAfcEggDIcnCofDdqJcLnf27Nnjx49v2bLl7NmzwWAwGo2yygEKhSKXu6zsb7PZlEoltFshYi4Xaz4KYsFEQRDk8qsf3C+nRBAlEonz588fO3Zs8+bN3d3doVAAISFBrPwoF2ul86IQP4lkqeFetyH8KnQp3hRT8wfxC7sCXhnP806nc82aNWvXroVXjPufmjCXgaler0fBJdwUUuAMBUqv9glsiLdDuusz1IiBCr8jOhAZr0hSa2tre4zo4YcfBu0slUqxsQQtNDZ00+k09nWHwzF58uTVq1eHQqFt27bNnj0b+2ssFjt79iz4+0uXLsUwYzMC12SNGdJa/IDwPV6Q7MoyfzJRB188S1yuZR6JROACgco/BipIYyhGrtfrAcdxQrhWT6KvMLwB+3DrQCBw4sSJkydPHjt27MKFCx0dHUCHwD0YHsDuiABKeVcMdQ15TSQZbzlJOXY2EvAKNBrNyZMn9+/fv23btu7ublTpxmIifUcsfZhBK3ZxTkwCQEkDEsuSDvGkDm/YkBMp4zlgDeHFQm10Jb3sqldjQ10ulsvkJFQHvMRsNgt8x2Tr2au/5ZZbnE7n9u3b+/r6+vr63njjDZlMZrVaCwsLa2pqJkyYMHXq1PHjx5eVlUmrr+Ytb3/Ndt3AL+nhD8bmP/6LgylbMrDusB0d38Xyx4mECZZDh2VLEOWkSSxCQmLsA654GGuGzWZbtWpVTU0N5A/8fv/FixdROK+9vf3tt9+ePn36gw8+OGnSpEwmU06EcB5rPPYenU4H0iuiQijLo9FojEaj2WxGaRRWjjqVSulE54p0z6Mry+iSeLjEDhqJRAzixyKRyGuvvfbcc8+BbQYIAu0lyI8ZDLr+/v5AIMAkHBHg+Ljvi+XQvf7667///e8PHTpERAUFBTIZCYKg1+tB+IXn79KlSwxP419s/0M4Z4ysIx0GjBzGXVlTGdsYA0wod221WuPxeDweh56TXq/Hngtev9VqvazTcfxoVqwhyEYX9vKP2w9S1AJjyEYKLqUf4MVCWJyY0r9+/fo//OEPjxG1traaTCZoU0F2AT+cO3eOF2tqMXEsuVw+YcKE6urqkydPbt68+cknn0RozOPx7Nq1C26wRYsWKcTKgySZGqxivfQpWK8qJAW7MHfY1xmaYTNIEA20OVTWwnjDJ+GOxUhALPVDxhu+IkXt+PC5c+d+9KMfHT16FA5slUpVWVk5ODhoMpk0Gg00qHp7ewHypCOKrRhDcAwNw/rsQdgn0VcbNmx46aWXjh075na7MbY5jjMajUajkef5iooKiNHTlSJw0uHNvFa8WCRKOpeHtEQQa0dKx4y0eSTCaCwCjPs15JO4GtZJ7mqi1oKYHEri+GecSxLnHYN3FRUVX/va1+bOnQuND/hlnU6nz+drbW3duHFjY2Pj7bfffvPNN9fU1LBFjHUmu9213nve8vbZs+sJfvGSEnjSQBjHcSRcJj+xTQsrFOrG4MRM4ioGWjGJDjNkdYF6hR1CLtagJTHVS5pnzlZGFHtevHjxokWLzp8/f/78eblc/sEHH+zfv9/tdmez2VOnTj322GM33njjs88+S8PgV3d39+TJk1EmiG174NwYDAZBEMDCFgQBtC0oHl2rfxAqYtVL4F0gMdJBogLW888//+6770YiEaPROHbs2PHjxzc1NY0aNQpBh6qqqs7Ojueff37dunXwEoFcxYulNqXBR7lYvvqqBuqbnmjTpk1tbW1EVFtb29zcfPPNN4H4xV7Eli1bfvCDH7AtnG3kdCUnRoq92FaB3Zot5Ww/ZlCb9Vh5efns2bPvueceIopGo0ajEckKarUWNHxIGV0+1i+7Bc4VAF9AW0bd+wQm3VewpeUktbHZlfESwaoxm82Dg4M1RL/73e+OHj0qk8mI5++8886Kioqmpia73Y4eKy4u3rdv3zPPPNPd3c3C8eiQRCJRWVnZ0tLS2tra19d35syZ0tJSi8W8Y8eOQ4cOKZXK+vr6kSNHwrfKWIlwZ0q3Q7STE4tMC6LndchD4QcWU5PuphqNxmq1wgvV19cHdVMUQs1kMnq9PpfLoZ63XM55PB5pEcMhhkmKY5JMJkMskoiefvrpixcvJpPJoqKihx9+uKioyGg0NjY2+v3+XC5XW1u7ZcuWL3/5y+l0GkIt3DCPF2vwVUEAiwmCw4RnxJz6xS9+ceTIkWQy2dTUNHny5OLi4hkzZsD7m8vlKioqVq9e/atf/QrSviQuTVK0R2KgE9BZkJSUJYlG61UbNuQ60rRQ6TnkWsgG+Ey40vgrRfmHGFyA0mchEfCNGzduypQpDz/88Llz51pbW0+dOnXu3DnEf8+ePRsIBHp7ex999NECyX0/Ae8tb3n7bNh1A7+G+L2kB252DoM3i3m2iAh8BXyXbXKskIjBYAgGg4lEIhqNmkwmrIBg7guCACaNIAhut7urq4tEESmG/NjZOhqNNjU1TZkyZXBw8Kabburp6Tly5Mgrr7xy5MgR6C8cPnx4pKgYTiKP5MiRI/fccw/z6qOicyaTwSrsdrtbW1tROhdBqEQigcwjFp7DwsqcKIhucJJkKNB+sb+CILJly5b29va6ujpUFKmpqUF0EuW69Xq9SqVA7W21Wg2iTzabZS3/6FZaWopOe//993O53MqVK+++++4JEyaYTAabzSaTyVi63OnTp+H2kAYfEUeWbgzSt89+xk7D8AHbvdgOBJxHYs7B3LlzWV6kIAjRaFSnM6DTkMzIipEzrwC+zoLaH6sTpG3mJJX74FLFe2dAUybqIOC1Qh2AiE6dOhUKhaqqqqi78+c//znGCdyiarVar9efOXMGBwMW22ICATabbcGCBWvXrh0YGNi6devChQtjsfi+fftcLldJScmsWbMKCwulmWgymYznBfkwoQHpoGLviLlGGErAmJSJGaDsven1emj/Go3Grq4uEO94MWUVJdJDoVBRUVEikTp58uT/lLIZZgze4chkMBh8Pl8BEUQlZs+e/cQTT4wePbqkpARcfqVS6fF4KivLUSFAWux5uEuJhgXphr9EqRsJ/x4/fpzn+fHjx3/1q1+dP38+ESEjFQnU8L1h6WAa9IIkzkhiaXlAfCmngk1tNnJYS67VP4y5iI5CDJSGrZ9DBjZe1hDnHAPfaCGYoDrJAsg+SUSBQKCkpESplDudLq1Wu2zZsmXLlqHewOHDhzdv3vzee+8NDAzs3bt33LhxU8UWsoHEHvATT7G85e26s+vm5MG2WMZOUCqvwI4cxyFehv+yfHUSlyS24oDwS0RgwnZ3d58+fRoOJ7CReJ6PRqMAcPF4vK+vDw4qbCGgCRNRRUWFTCaDKyWTybjdbtBompubn3ji8X/7t3+D+Oq+ffuQTAeMReIJvq2tDfQUg8EADlMymUwkEjg0p9Pprq4uFAApLCwkIuQkksQJJ3UXATJCNJIl4iHznGWKERG2bb1e39jYWFVVJZPJBgcHe3p6QE8GAd/v97ONHNswJ6oiSbdb6f4x3FjCJs/zJSUlixYtmjt3bmVlpVKp9Pl8KDgtCILX63U6newN0jBHkdTpNfwzgIaMLgMUhafmxAID+LzT6XS5XMjMTyaTTqcTup3Q2cJ7DwaDHo8HoAfYiA0nENvZ9vnRjW0nUhzJcRx8VIAgeLMyUdidlYdiOzER3X///bgOotuguGFT7+/vl2aTgRpF4rAfM2bMiBEjFArF7t27PR6P1+ttbW0lIpvNNm7cOJSmYR9GYinrfDRA2udDPJRDcABjgzEPSi7Hw6VXV1dnsViSySSKKyByihwU0B+Li4sdDvv58+fPnDnzIfALZHZ0FDIhwA3neb6srGzevHlLly5taGjQ6/XhcNjtdvf29hqNRr8/ePLkSRayZI/z0YNfDJQDIeGloJ0gRy5cuPCee+4pKSkxm80YbKgQlcvlIKBFovgLzoEMvEoxBxsk0r4d4o4aAlCGHE5Y7B7JEBjYJJIp2fBj18+Jxt649NaskUqlUsrJY2I0rNOKi4u7uro6OjqVSmVJSUk8Hnc6nZD8uOmmm5544gmoQEPhjyTBR+m7uFbn5y1vn0m7buCXdJXB2TGbzZEk1AL6lHT9ktJTSFQIJCKcSolo1KhRRNTZ2bljxw63240tDWoIMlH18eDBgwj9lJaWTp06lcRzGxFt3br14MGD2MVx2A0GgxaLJRwOJ5PpkSNHVlVVmc1mpVKJ6CEjtYA609fXt337dshScxwHJMHO6x988EFPTw8RVVZWFhcXk4RmIQ2XkGTZYkfnVCoF3IYNHosm4Nfg4KBcLodAuSAIPp/PYrFA4DQUCiWTyaNHj+K+gphqoNfr5R9f9wsJjyQSUEpKSpBumc1mI5FILBaDVNLZs2dPnTolk9C3mZsNjyl9g9Lf42dpyCaVSiHJFO8COwp6vry8XBCECxcu7N27lxd1PQBTwEPCbnHp0iVETEgMjjB8CSj2CfrhqvCLRO8s88giPs6JdZTZo5EIjNAtNpsNbtpwOAwSm8vlOn36NFyJbENlW2M8HofgLdxOx44dO3PmTEdHh0qlampqamxsZNR15nuTdjXzRyKTjq7E+tLHlDqE2NuRi2WCstlsdXX1+PHjs9nswMDA2rVrT506BeohsIVWq7VYLN3dvb///e+dTueHwHr0IYAU1gGGiaPRaGVlpcGgGxwc7OjoMJlMoPlbreaOjg4U62Tpe1KPi/RNDfd+MScQe4M8z0uPNLlcTqfTlZSUKBSyCxcuBINBq9UqiMx3p9N58eJFADXmTZSJaQ0k0uzwOAziM4g2pCXDVwAppuc4TqvV4tahUIjNhSFvViah1eNMxYwkQXyYlIspk11mHSA7G+3EcQWSdaFQCHeH3Bfc+Si+CT0REgsGDIdfecvbX5tdN/CLrThY+xAsIyKwnehKdEJESGJHgjRI7jJRMILneaxxo0ePttvtiUTi4sWLx48fz2QydrsVQTebzYaj6saNG/fs2SMIgt1uR1lio9GIFLOvf/3rX/rSl/7zP//z/PnzuBEyGRFMSSQScEtA0Z4kSxWLXb7zzjvnzp1DEV9w7Q0GA+Rhf/aznw0ODup0ulmzZkEnWqFQoBwy0pqYLiX+hWsNX4/FYn6/H9E0xGRJrE1kt9tzuVx/f//Zs2fBd3a5XNFotLq6Uq/Xr1279qWXXrp48aJcLjebzQAxwGFX5X59CBwRxAonWq22t7e3p6cnl8uVlZVC96GsrMxms4EDfvDgQcYtI5GqAudTTtS3HDIMpKdzpVLJhIgGBwcNBoP0mA52Tn19PRGdOHHi1Vdf7e/vV6vVZrMZw0AmkzkcDq/X++tf//rhhx/+whe+8Itf/IKIEONjriBspfBLfQIb7sODB0uj0YBBCM8rQB58q1qtFl0Rj8dBVCcilGRQKpV2ux3ln9944433338f0vOM8oWbYifW6/Vz5sxBjaOjR4/u3r37woULdrt91qxZ48aNYeJe6DG23Urz++AEZbUK4CMZAtTYe5Fu7Yx5mU6njUZjS0sLYo5vvfXWu+++i6qRAME8zw8MDKxevfq3v/0tnvdaPSml88NnLMUo7e3t7e0dJSUlWq0W+KOsrKy7u3fz5s2nTp0CJ5LhHhq2/Q+BO3Ql7gcMRc4pS0Fgf+rs7AyFItBjAyfPbrf7fL4333xz48aNCCyyGgmYvKwAFGSHeVG2nkRSoxRjDemHIQiM/ZLpAMdiMemrlEYMpTMIOaTs5MZWV+RDsKNmLBYLh8PBYIiIkCqOdrKRiVpD3/jGN86fP2806hGgwHkyk8l4PJ4LFy6Ew2GO47Ca5SFX3vJ23XC/VCoVE+7C8Rc/A7tQOgn+EDsOMoJIJBJBvbNcLofCdrlcDlhk1apVFy5cWLdu3dGjR7///e/fd999kyZNMhgMWq02mUy2trbeQPTaa68hM3Hx4sUzZ87EHXGMGxwc9Pl87777bjQafeSRR8aNG4cCc4FA4NChQxs2bGhra0un09OmTQN5S6G4jP9QxcVgMLz99tupVAqlP+RyeTweDwaD+/fv/8Mf/nDu3Dm9Xm8ymZYtW9bY2EhE2Ww2EokZRU0ytvSz4JHFYrHZbNls1uPxvPvuu6NGjQIBq7KykohisZiZqKioqLOzs6en56WXXlIqlU1NTXq9Xq1Wu93el1566be//W1nZ6dOZ8jlcsFgOJFIRaNxg8EkkykEgQSB02r1qVQqk4FzQpbN8kSXpQeGHMcRVyKiRCJhMpmeeeYZmUx24403ymQyjUaRyeT27Nn3s5/9bNOmTVqt1mg0KxSKZBLh0YSeSKXSyGSKdPoycyUcDiNoCL9LNBq1EuFVWq3WyspKQRBUKtXq1avr6urKy8uTySSe+uLFSyOJVqy4/dKlrv7+/vff35zLCcgB5DhOrVbr9epdu3a99NJL77///uDg4KhRo2bPnk1vvBYOh5l6BREhIUOhkMuuVi5myLYtSLJD8CeQnFg2AHwDgONmsxmCC8B2Go1mSEJceXl5Z2fn2rVrf0R0+vTpmpoajuOi0Whvb++aNWueeeYZSE7E43FWLhoiI3K5fGBgoLy8fPz48dXV1U6n8+233wYeLS4ubmlpSaez4XAYvlVgPpAglVfG63O5HHItSSJ6woALYw4BlqGaE4muGqhSQZjtqaeeOnTokMvl0uv1P/zhD0+ePDlv3jyz2WwymS5durRr164jR45Yrda6ujq/33/8+HGZqKGACBqcTGBTwT0Ti8UMBgMml1arDYfDO3bsqKmpicVihYWFIGWiitGGDRvwGVSeJhFT4hzF8zx0yJCVifLkJEq6s7AsnjGZTJaWljIteCIqLCx0u91btmypqqq6//77s9ksuAoXL15cs2bNf//3f3Mcp9PpIASNNyuTybRaLQvx6/V6vET8m8vlUDGJIWN0LFs6MAuwyul0OoxSl8sFoV2e58+ePfvee++NHDlSLpcHg0EjEfT/FIrLqyJSjgAEE4kERg4v1pmA6xcjCjCL4ziLxYI3gnoVbJSCkJrNZiG+88ILL2SzWUgcK5XygYHB48ePr1+//uDBg0Q0ZcqUiooKIsJBFP65IQywvOXtr8SuG/gFKVEWvMPpiog4jmM66UajEWKV2IyZGJLdbjcajSzxENV8HUQ1NTW33Xab1+s9cODAvn37fD5fZWVlYWEhygr19PTcQORyuQwGwy233LJixQppaK+SaMGCBRs2bHC5XJs2bQqFQoWFhdhKI5FIT0/PmTNn3G53VVXV5z73uRUrVtCTTwSDYSbBZbFYVq5cee7cuY0bN546dWrq1Kk4UEaj0dbW1t7eXplMFo/Hv//978+dO7e3t3ekqAxORHq9HkKmTBwS17RarbW1tYh+fvDBB7FYrKamJp1O33TTTfeJLKjJkydfvHjR6/Vu2rQJJfmQO3bx4sXW1tZ4PH7XXXcNDAzs2rUrGo06HI6ysrKurq7S0lIIMsHJx/JGWd7ZEMNLqa6uJqLy8nJ4AX/+85/v3r27uLiY4zifz3fy5MmLFy9OmDChqqpq/fr1oNCR2E4ET+Gj0mg0paWlJpMJ3hSWuIpnt9lsuGY8Hm9ra/uHf/iH0tJSuVx+3333rSCCxubUqVNvvPHGNWvWDAwMvPnmmwj4VlVVgYqUyWROnTrl8/mqqqruu+++ZcuW0d99CaEx9LDRaISIeSwWv9b4vKqLgsQgCwRj0Wz8AJIfnEOIdMMNxnyKqC1IRA0NDf39/WCO/+u//isbnx0dHefOnRs5cuSUKVPOnDnT2tqKsI4gytJms1mwDAVBmDdv3smTJwOBAIrQT5w4sbi4OCcW/DGI7bRYLEajnsSCWjilAOvj6SAPkUwmh4S/AQUYUDMYDDqdTi6XQ7UOTyeXy7/zne8oFIotW7YQ0bZt23bu3NnQ0OB0Or1eby6XKykpufvuu8vKyn7961/jXePuLOQHVgCeiLm0gWlGjx597Nixw4cPR6PRTZs2FRYWgszX3d194MCBurq66dOn79mzB4XFSPSa86LoGvyvHMcBL+IVxONxts6wwQ9+AtYcvNDKyspkMhkMBn/6059u3bq1vr6+sLCwp6fnwIEDbW1tzc3N48aN++CDD6CMj8EQj8c5UdAVD8Lyb0wmEwoeMIwLb7cU6DO8gj7hOM4oKiqXl5cbDIZsNrtx40an02mz2TiOe1O8SyaTUxIhRVqr1TIFVAAyFnPEsGEfo8uud5XBoCdR+RanPlbcYuXKlc8//3wqlUKm84gRI6xWq91u7+zs9Pl8u3fvjkajNpttyZIlYNBey++Yt7z99dh1A79YLAOLL7Zbk6QUj9frRaYegBoDCvDDo/4GyLA4mxIRx3Hz58/XarVWq/XQoUOdnZ1tbW1QuEkkElhWHA7HihUrHnjggaamJrjZETUjooceeqisrGz16tU9PT0bNmzAmqjT6Vjd4qampmXLli1YsAA7xGVHHRERabXa2bNnt7S08Dx/5MiRtWvXAscwGbARI0bgu6iDRESpVCoWi1mIIE/PKOdsO9Hr9fPmzevt7T1w4EBnZ+euXbt27dpFRHV1dXhqPdFdd92VzWbffvttj8ezdetWIkKCWDqdLioquv322++7777XXntt69atyHlUq5XRaDSbzYZCoWAwGAwG4XohIlRnulb8kaVcfetb3/rhD38YDoehzSE9406YMOFLX/pSJpN57bXXwBchVJEiUqlUeGvBYBDS2729vcXFxYhopNNpFJ+LRqN2u33mzJm33nor8FxfXx9uMXr06BVE8XjcTGQ2m5988kmTybRt27bjx49v3ryZiAwGA6pOoQNnzpx5zz33LFq0CKAH+A+M6Ugk4vf7w+Ewq0Xz4caJwldAVyoit9uN5L5gMAjNhXA4zKRG2J9Aw4e/IRgMolL7rbfeynHc4cOHyTO4fft2uGHUanUqlaqrq3v00UcdDsehQ4eQdUGSMnyCIECzLZfLzZs374UXXujo6CCiioqK5uZmnU4H+XK8jmg0WkiUTqe9Xn+BqLmPrAj0j8/nKyWCPAR8P9K5yT4WjUY9Hg/+Re8h+O5yuXQ63Zw5s771rW+Vlpb29vaeP3/e4/EcPnwYjsCmpqYHH3zwxhtv3L9/v8/nYwwB5h2BSgVTfMUZLBKJAEM8+uija9eu3bVrV2tra2trK4As3teUKVOeeOIJpVL58ssv53I5r9dLkjpRJNLspPyEeDxuFXXk0auBQABDEV43hBHRsMcee+zVV1/dv39/PB6HG4zEkF9dXd1Xv/pVIE68CHQRx3GJRIIViUKGYDAYzGaz0WjU5/Oh5fgX2dDclemBgpicyLIlZDKZWq2+8cYbPR7PoUOHent7d+zYgfWERI5sOp1WimLFWEAQjdVqtTidCpdptVm/3w/fGJ4U4CwejxeJ+RkonRmLxbLZrJ3o4YcfjkajO3fudLlcbrf7xIkTzL+F5tXX199zzz233nprTU0NiVFsQZJkIAX0ecvbX4NdN/CLSQzgmI5Ni4g+97nPpdNp2rheLpcjTQ8rJtwk4FU4HI7p06drtdqmpiZatxaqCkQUDodNJtMtt9xSVVW1devWs2fPnj9/Hou+XC6vrKykTRv/4R/+YeXKlSUlJciPI6JkMomvT5w4ccSIEXV1dQcOHBgcHOzv72daRHa7ffTo0bNnz54yZYrdbk8mkwYiFL8jIpzLk8nkihUrCgsLt2/ffu7cufb2diJCbqDZbJ45c+bjjz/e29sbCASGUO+nTZsWDodra2ux8WBN1+l0gUBg6tSpWq22srKyp6cHRfcARIjI7/friZqbm2UyWUlJyYkTJwYGBlwul0KhgJdr1qxZN9xwQ0FBwd69e+fMmVNZWalSqQKBUHFxMcpcTp48med5g8GABRS4TRiWL8aJKXKhUMhO9MADD6TT6d7e3o6Ojt7e3nA4rFKpysvLx4wZM3/+/AULFpw8eXLWrFnFxcXjx4+nV36PTkYROpvNdtNNN4VCoZKSEp1OB5FYmUSvUhCEWCw2ZsyYr371qwcPHty4cSN49NFoFBQTXE2v11ut1vvvv7+urq63t3fr1q3oHJvNZrfbbTbbhAkTVq5c2dDQAMxnFHsbR/zp06dXV1dXVFTodDrEgP6osa0Fr2zBggWpVGrq1Klwg8nlcq1Wy+g18LvU1NTMmzdPoVA0NzfTe+8KgpBIJAxECxYsqKys3L59O/34h2PHjkWxv7KysrKyssWLFy9btqyzs3P06NEGg2HatGm0d3dOrEYFTwamSV1d3eLFi2traxUKBVjwiAwikMeaDbcHES1evFgQhLFjx9Lm95mzk4iWLFmiUqmam5t5iQif1Gw227Rp04xGY2FhIWqBm81muVxeVlbG8/ylS12jR4/+3ve+d/To0dbWVqSdjhkzBtroM2dOz+WE9evXI1iJC4I8RBIyHAuJElEikcD2f+uttxYWFjY0NJw5cwalxA0Gg1wur62tvffeexcsWHD8+PHm5maz2dzc3EwnjuF0AVDCMiKBw1jGK2pRNDY20pq3b7jhhpqaGoAeHNhI5MY9/PDnHQ6H1Wrt7e3F0U4QBI1G09LSMnPmzMWLFx8/fryxsREVeNByuPTAhViyZEl1dXVJSQkqXmSz2YqKiptvvlmhUNTW1tLxo6yTebGGB/sZKBPNANFq/Pjx6PNAIICSFblcjvZ8gGMGBsbixYu9Xu+YMWNAOAORQxDTlYCuRo8effPNN+dyucbGRtq5HZ8Eorrtttt8Ph9WFaarV1lZ+cMf/vCtt97avXv34OBgV1cXaq9B5KWpqamhoWHJkiVIRWKTd3gQPw+/8vbXY3/24S4IxHHE8xSPx3HSks403J1lwQzfy/+noaKSEHxgqJdnMOo/QZMC/mAmkykscnyyJ3INDFosFo32muzgaxmfE9ra2kY3Nmg1unQ6/YMf/OCpp56C9oHb7fZ6vZFIRK/Xl5aWarVam82m0WgQsBAEoaKy3Nk/oNVqrTbLkMv29faXV5T90bv39znLyks/bps/xDxub06svyR9a+yMznGco7Dg417W7wvY7NY/VSMHXe6i4sJP8EXXwGA2mzUajWaL6Y9+2OP2ssHMTvOM+1VcUvQJGjDgdKXT6arqyo/7RfegJ5vNlpaVfIKbhoJhlUql1Wmkv/T7ArFYzGQymS2mA/sPZrPZ8vLyIex49tQajaarqwvhdZTVAqxRqVQOh72vz2k2m41GfSgUYam+8NJBriIUCr311lu/+MUvOjs777777j+8+ko0EkN5UJPJFI/HBYk8FTwruVzuEwxsj9sbi8VYDVaAGE4UFNTr9UaT4Y9e5FJHZ+2Imo97a78vAJTG8/xHmbket5fEWlIsbRPMCuT88jz/R6eM3xfAyeeTDQyP24tYrb3AJv19f59Tq9V+ggk74HTRlVJqJBFx/EuZNImBu5x3fLnaLNSnSVK6IG95+1/a9eT9gmMcuA30C4/bK5PJFAqF2WJy9g9AOFSr1Q4ODoLHCnYtMuO0Wk0ymQqHw7JsNh6PuwYGIQAmE0spg6oCljeO2vYCWzAQQuSooKAAJ0WzyRQMBpVeP0JFKpVKp9NhL2HuGfwQi8VCoRDP8zjXloluhmQyCcbxwMAA2onTfyKRiMfjKLbI83xXVxeKEw8ODhIRNAKymRyowShQmE6nZcnkoMvNBH6IyGazgasLAhwoHXqZzDUwmEwmVSqVyWSCjxCyn/DBJJNJpOPB5QMPRE9Pz8iRIxEMMplM6BaPx6NUKjPpNOTLh7wp5pzQarVt5y8YDAabzRYMBtEJIFTB9aJUKsPhcDqdrq2tDgbDaIOcqKuzmxfLkxcWFkKSHjUZo9GoIAgOhwOFI4uKiqAuZjQaw+FwRUUZzxMUjwRB8Pl8Qjbr8/qRMIgCw7lczmAw4JoWiwXBLI/HA7VS5OEHAgFtNoskzYA/CC+I1+uVizUNpWnzRHTVEwNW8Ewm4/P6kQ0HVwS2ecAO6NmCqqhSqTQajV6vi0ZjkUhEr9PxPO/sH0BSRS6Xs9os7kEPiYEzvV4fiUSQiFdVVZFIpPx+v9FolKXTyWTS6/FheEPgAxx/MPRR8Bsic4g719RWd3V2a7VaLpVKJpNRt5eJoQSDQVkyyV70mDFjEIBDXGzI3klEqVSqsrIStR0jkYjb7QapUa/XHzt2OSCl0+lKS0tBFQBVPBKJJBIJOEu6urpcLheJkrk5sdA1iVFCnucZjxNBao/bi5mOfFWE5sERxMtqb2/X6/VVVRXRaBzqgBqNBlmTzI8Ofzmc6DzPd3f1aLVaiLs6HPZwOAq1FK/Xi4rURKRMJMKhSDqdHhwctNvtFoslFouBKqdQKAYGBhDNhD8bFIJoNKrMZPDq9Xp9NBLDAHC5XKCuMmrj/4jgiO5kXhSHE0ShCowfmUzm8/qBRDH4y8rKgsEgbo06CiqOw3Lh9wUMBgPeOwYGOGdI50TvgUaGzPFQKJTL5Xgx/yAcigCtIssbtSJ6e/oqKso6O7tZajAKpuFNyUUFYwT0ETimK6smSF3FecvbX4ldN/ALfi8mHigIAoixCCKYiYCZoItoNpuR6QP8AR1R0GVAuZWm6KOcNpKi9Xo99iRkpdnF3DqscShTk0gknE5nZWWlXq+Px+Ng7YAwm06n4/E49ldIqENiiuM4uVhkA48D/jV2KaSIY63EEgxmRnFxcSqVMpvNkF0FUPP5fExxA+sjPgySLPhDoAEhcSkajWq1WiAquVxuNBqz2ezg4CBkCxg5GnsSSEUkEunwUMFgEIsm+MU6nQ4BBeUfq4EYi8Wwy3Z3d6N5yDsD7xhbMvBcPJ5EfDMUChUUFCBCB9dIOByOxWLgvQGzSitgRqNRkIITiUQwGMQv4SlBGAU1lwDBI5EI0A+yveRyeSAQYOl1iAfFYjGj0VhUVMQIN8ieQzvxdj7KcGXBRxyafT4f61ulWH0ZYwB7KlolCAJ6G2FB8NzRhlgsZhU15xBxg0AABnNXVw8iR8jJxcaMuYDOyWQykUgEgUvEvhF640QCOPAW3g4jFaFJ+BMAUCgUwoFHirqk+yiolmARZbNZFPdUKpWRSOSHP/zhkSNHFArF3Llzn3zyyaqqKp7nvV5vSUkJZEe0Wm1XV9eBAwcSiYTVakXskpXk4sRqARi3vFgeAAQDjBZMcJCcMDYikQgDRh6PD1OYEb/A0ALCA9OLiMDuYreLRCLI5hEEAXRyRPFUKpXZbEb9AAwMfMXr9YJyh+phIKr7fL5MJgPcw3EcIClT3MXdOY7DdRDgBoxjqEsmqYCeE0vUw3AqwBMJghCNRiORCFJ31Wo1QJLJZAItFYlHmBoMGMnlcox/4EXAuFwuB0VcSK5gBUiLxmYW7huLJVKplM1mEwTB6/VK2xwIBICSKysr4/G4QqHw+/3SiHYee+Xtr9OuG/iFY6hMLCkDhxPHcVarFUR4ZFeh1CCwmiCq2CN5hwEvJJrJZLJIJKLT6XQ6XX9/v8ViQWgDuyODaABA4GyZzeZoNJpIJGpra7PZLA5zDocDOz0yIkEsk4slNaQri1xU3Mb6HolErFYrnG0OhwPMbqvVGgqFGK7CZgYgiNJAOBxjL4f7Cv6qZDKJrQWgEC6iaDRaVFQEhweWWnwR2ydbskGTh84C1ladTof8SuBReOOwJaNncmKNFE4iTE8SDgey87AFqtXqwsJCv99vMplwRkcgCagRhZUQ8cGij1w54FHcnX2GbbTYw+BNwT6KUBdq9aDzIRgbDoeRVIjOLy0tdbvdwKNMvQnPju2W47hQKKTVamWiHin8hYKoQ/sRDT0DdyN8q+gTpnBGIrEJoTem7AqAC4ohhh98VyTWrWJyCXDVFBUV9fX1lZaWwoeEvTYnqvajmgISOCBZgrxL7J0Ac6wrmGQaZpnJZMInMRRtRHDlyq/U2IPhN9BTAIDGmQdzUKVSVVVVHThwoL29PRwO19XVLVmyRKfTwW0Jkfq1a9e+8cYbkKcfO3Ys01th4R4MOWAjOMBwfsBDAVszuTu4pZFhoNfrAa0sFgvInfF4PJ1Ow++LV4/uYq4gOJ+AnrF0hMNhAFnA01QqlUgkCgoKWNLu4OAg0kXhckbdWLg2SeRKokuB5xjxXyaT2e12rCEIxcIpiwMbXP5YuFhcGz+zSc2yBzQaDdoPeIS+QiMxC9hcViqVQPnwDWOJwLEKl0VslxXhQIPT6TRObrwoQQJvqMfjqaysxDqJaQ7uBPo8m83Ci485jkOgdLIMH055y9tn3q4b7teHW2GRA3GZP619yGW5YXk6Q3gD7AFhmUzGZDL5fL7aETUqpVoulz/77LMPPfQQZOjlYkHf4SddXNNRWAAKyLXe1/B++2ycJq/1FCzS+hE//xmwq47Ga8Hfa13kqvuco7AAV/7wUfRRZtm1+l+lUrW2tj7//PNvvPFGOBxGxfcpU6YUFha6XC6U5WltbYXkb0NDw6OPPrpixYqy8tJLHZ06nQ6uU5VKNWTbzlve/oSW537l7f/Srhvv1/VibAMbsg/ZbDYkvdeKCVPBYBBeesbDkIlV//4C7f60Wr43/rT2l+rPSCQyfXqLIAiDg4Pbt2+Px+OHDh06dOgQXI/waWEW3HjjjbfeeuvcuXOhEIvQOaJmLM8ub3nLW96ud/vswK9PnMn457DhbAafz2c0GqHkJBBPmRR9/Wv09a/9+dow3D+Xt7xJTTo2/tywTC6XB4OhkSNHfu973zt27Nh777137NgxjuM8Hg/k5gsKCsaPHw8xPAgxILIM2hkimHksnre85e0zY5+R4OP/vV0r+Dik/dLAEKuvzK4ANhVIHrwkFYgXC+UOfzsfPfj46YRfH7c9H3c8fPT+ue7sz3rAuFZoW/qbTybh8b+0AacLLDeW/5i368iur/mYDz7m7f/SPjver0+VDVl0QHNGSUdkRLJ8NBBaEXME+gS/eMgV/ihqkS4cf9pnydunxK7Ku7oW9+tjw9wr/3vVrw+63B/rmlJLp9Mmk4nn+VgsplQqTSbTZRF2pVIulysUciJKJC5Ln8jlcpSd0Gg0imwWYUekOefjj3nLW94+G5aHX38uGxLZgbAFtM7h7WN1URjl61pK4sP312vdjmG4P9ND/d/b9XV6/vTbRwk4fpTx9nENNaflcjk0zAYGBiDARiIVElJ5TFXEZDJBbgOJjSTKQ/xJGpO3vOUtb39xyy9nfxZjKIrtXnBoyWQyqF5BVUEQy9pIPw+9jCEu7o/ozPiMYS/69AVPrxe7Vr+xjFo2Tq46YP7k3Q79AtQ3JCLoRYFrD5kVIoKcATRLkZIClQeoMJCkJlLe8pa3vF3vlodff15jeIgJO0EVCTFHKFSB/kWimjlde/P7kE3xegFeH3df/7jer7y37MNNkJQ6JgkOu2q/fQIQdq1+jkQigiBATQ2oC58EtEIVarVardPpMpkMkyWDNDFEXD9Ze/L2l7X8fMxb3q5lVxdPytsfteFRQqlHgSmasjI1wFsQF0WQEcLZRARhUqaGCvqXICq14luCIEA/E2rRuVwuHo9D4jyRSKjVapvNBs1S7GdQRf8UUpVZDQBoXbIeg+y7wWBAFgL8fyjVwtTJ0Rs50VgNUPgRkRyHfyG6y8oMfIa3bTiKMMCkHiPogkIdFxqkKBrINNahtIlfMgl1Egc2NOWhjc5uBKFOKHDyPA89WGiT4jNQTmd+XGYkSuNKcxgFQUClZ/i3IAeKukzsv3i/bDZ9Csdz3mDDuapsRBFRKpXC4sZmLgYYfqZhtRPylre/Bst7vz6lxony1iwhFEEZyPqbzWYgFVCSAbygWA1NbZ1OBx3wT1uwRqqLJo3PGo1G+DlQKgpFY3w+H+AmxDZlMplarVapVG63G5rsqFOp1+shy240GqHIT6LIOCrZfYY5Q9jnWNIGHh/1uNLptMViCQQCUNuHCDvQDAOsUC0H253EXRDXwduBDjtzmKFUKOoiEBHLz0UzUJb0L9sheftUGUA8SnBiaPE8z+oufIbPRXnL2x+1z+y29BkwQTQiws7HcZzRaEQROhRNMpvNZrM5HA7H43H4veBUkIsVyv/SDzHUmOdD+mjwWhFRKBRCJWbEnlDsheM4lCdCdUuTycRxnE6ns9lsqAhpNBpTqVQkEoFfDZALnQBXDQMTnz1D6S0xST4LT6pYKNpBRC6Xy2KxWCyWUCiEmpsoCIM6S/g6o2FJQ9j4AbWP4LdAlR6MQ5TYgjcL7jTUtwZ3Pm95g+G8FIvFiAg1QFFdLY+98pa3/FH1U2pDyNFSSTBBEFAJEbWQQVhGnTjUX2MEmr9c869pV/V+cWIVYRIdKvDbAUYgTgFYFg6H5XK51WpFTXQkzcHzp1KpXC5XVjTU3mb1of9yT/znNVavkxXERHYtz/Nut9vn89XU1EDiBNIPxcXFILAjvItwIRAwI4Gx8C5YiShYCacaK4QK9FZUVIQy0qhQnt9Q8zbEoC2i0WgUCgWOiHK5nEW0pRPzqknfecvbZ9iub+/Xn0SI8s9RLPJ/b4JEkJbEGBMRhcNhrVaLWsVer9deYCMik/it9MAgwEcmk4G62KfNG8FJ5HaHiCAIgmAwGPR6vVqtSqcz8Xg8mUyCwFRZVUFEVvHDGvEHo+TKOqJgIASWCaAbI42haPH/wdP93xvAK0qF4nk5jvP7/aPq69hnioncgx6QC/1+f1l56Se716WOTrlcbrGapb+MeXwsd+RjlSTP22fDPvoibCAioiIiIjIRDbrc10vCUN7y9uew6xt+0f8aPH2qShVJDXxqaT0A+L2QHSYIQiAQOHbs2FIijmQajebRRx/9yU//S6fTRaNRIgL2SqVSn7bVbQjkYj8jIU6hUOzZswelMEeMGDFq1KhsNotSAa6BQchBXbhwYfPmzevWrTtz5gwy5kpLS5988skvPfE4nH+geKfTaUaK+gzTvxD4SyaTyBNUq9XZbLazs3MUkclozmQyCxcuXLf+PSLK5XJqtfrgwYNlRDarvaam5ktf+tKKFStAwx/yXuAM4zguGo3abLZgMFheUWYwGNCNEydM6uzsnD179tr33kWcFyPzUzje8vZ/YO5BzxAgxY5YYBlCZ+fLX/7yrl27QqHQt771rW/+/TekV2BshPz4ydtfj30296TPgGHxYklt7PdarTaRSGg0mng8DgklfPjs2bMk+kJAo5bJZJ9alXAW52I/gI2by+UWLV4o/aTP64cDD8/ldrtXr169Zs2a06dPM1+Lz+fz+/1EZLFYIHAAFQNELUniRPysGhstTDKeiJLJJBGdOHGCiGKxmEKhUKuVUDoNBAJg5AD1IkI05JoYSyCHMV8s4NeFCxdisVg4HCYik8kEhyuIX5BIzVveYOAaInPI5/P19/fjGPCXblfe8vaXt8/4tnRdG8v/Z+dCmUyWyWQCgQDy/sxmMxFptdpUKjVu3Dh8BZwnxOyQNvipsuHeL/wmnU6D6UVEHMk4kj315JeJKJvNAmUipNje3r5t27aTJ09mMplFixY9++yza9asefHFF++66y4icjqd2WyWiRcwDY7PcJm2TCYDXQkiisViANwYGJlMJpPJNDc3E1FRUZHdbvd6/SwbA4wujDEmj0LiqGMhbKnwBxI+iMjhcCDWibvE43Ew9z/zMDdvH9cwukAczGQyZrNZOhnzvq68/TXbdbNcZrNZCGcnk0lB1G/EnwwGAxQKoGmEw1YqldLpdJFIxOl06nQ67DqQJ7BaL5OIcAX8CfoFcrk8EAjAdxKNRuF3QXQG+XREBKKxWq2Ox+M6nU6n08XjcaT0w9+QSCQQ+GNV6pBuLZPJEolELBbTarU8z0ejUbgTstlsNBoFgQZZ2RzHmUwmYCmLxQIKl06ngwpASUlJJBKJx+MtLS1E9Oijj37/+9+/4447iCgcDmM/lslkPp9PqVQiJTCXyxmNRqgMaLVaxq1GAUqNRhMOhyG7pVarkZcEESa0HF2hVCohYWAwGKBwkU6nIeIPtQskMCJcOIRIOyTVkcQcAiY6hRbCbQOiLqAYAxMmk0mn0zmdzpMnT+ZyucbGxnvvvfeLX/zirbfe2tLSgndqs9kQmY3H4wCgJMI7vV4fCASi0ahSqUSyAvMVQeRCEAS9Xq9UKpGDyXFcKBQiIrVaHQqF8EWAOZ7n9Xp9PB6PRqN4lYIgyOVyOISMRqPJZIJLCdw1hPZYaSmpe5KI5HI5borBA1k4locYi8VSqRTiegwtYfDjKTQaDYQkotEoxlg8Hq+trSWiL3/5y1/72te+853vEJHH44ECBZNiyuVyDoeD4ziv12symaCzRURwgzE1puLiYngW0VS8IIz2QCCAX0IWNRaLaTQavGVkfjAFsmw2G4vFWCCY47hIJKLT6RKJBPoTf5Liv2g0igwSjOdcLodRrVarMdigGweMiImDDkdvI+CVzWYxhZGtya4GimEmk8F18EUQ46LRKLo0lUph+KEr4CnE28EtkAeK0Yu7YAWIx+NMnR+zDC8aT4oeMBqN8Xg8kUgUFBTgEbC+yeVyVCdLJpNAvdls1mQyQZkW7xfsdSQ+I4k1m81GIhE4gzOZDEYIFkMMG8xQlt+KdQnPhcGDV5DL5VguC9YKHF3QzwggQvsNv8ezYF3FGQATAV80mUwYEuh5m82m1Wr9fj/HcUiERBI3ZhZmAdQo2PqA1RKfZPp2TFdFr9fncjkMMxYuz/P383Yd2XUTfGTJcdhCAJKIKJPJ+P1+HOV5no9EIhqNBpPW6/Xi0B+LxRKJBIrNabVaj8fj9Xo1Go3dbiciqM9rtdpIJCKTyUwmE5ZptVoNHIAFlwVWAO8ikYjBYIjH4wBhgiD4/X6Hw4HkaiAwIkJADRpdjJmENUiv1yNeo9FoUqmU0WjM5XJutxuoC5EdnU4XCoWwpPp8PtSLxIoPsSsieuqppywWCx7ZYrEAZqGqMcobFxcXh8Nht9tNRIIghMNhbGZYvEKhUEVFRVFRUTabvXDhgtVqhZ5WIpEoKipKJBJer7eqqiocDvt8PizE0Wg0HA4rlUqr1erxeBjKwc6K98LcIYxFhPd4rcVRELXN8EZSqRR2+kgkgg/4fD7spuC3jRgxYuzYsdFo1Ov1slyqaDQKQAk3IdZ07I5QqTUajcFgkCF18MOwiaZSKfQhNoNsNltQUJBMJiORSHFxMS4OXJ5MJp1OZ2VlJc/zHR0duCO01ux2u9/vDwQCGo2mpqbG7XZjm1SpVBgbAwMDPM87HI5gMIjOASMeg0qr1YbDYWzzQA9MXANbOLRSAeYAkXEggcwEK+KOgf35z3+e47hRo0YRkVarVSgU8AiiP4GkkUaayWR6e3sdDkcymYRaGKYYxNjYK2N+RNwXqr9oEtyNwAeA6XhZSJaUyWTA1rFYDGBar9fjaAEdOyiD4BkxWlDzEdIqOE1xHKfRaOD6BSmNiADCAPgAm4DGMAZyuRyOXjg7sZRYHIFSqRTrECSQFhcXx+NxjEA8TjgcRjIHsAKABaYPgMjg4KDZbGYMJ7QfrWKORoYPeJ7HMS8YDBqNxnQ6jdeND0SjUfQqMASAZi6XQz4vDhiIGmMQQj0EJw2IAuJFu93uQCCAfstkMrFYzGKxoJcAT/V6PVYSBppxNkA3AuUAjwJvcWIlNPQt8B9WRTygwWBwuVx2ux2Ty2azeTye7u5uvV7f19fncDgsFovf78fYUKlUiIDjrIJ74fBWWloKST+MBLwCaPthIms0GsgZBoNBtVqt1WoxcTDwSJLZk/er5e3Tb9cN/CJxR1epVDhbY/VXqVQWiyWdTnu9XkEQjEaj3W4NBsMWi8nr9WezWaynOp0OZ0SAqsbGRrn8svMMR1V4LzClsdarVKpkMjk4OGixWNRqtclkMhgMDAFAoSoWi0HdgAluYVeIRqNlZWUGgw4rPlZ/o9FoMBiUSkUikQQaw2qu1+vNZjOWWohd6fV6k8mQzfIKhczlcmM3CoVCGo0G0A1KE3A/lJWVJRIJyGC63W5E3LAfh0KhcDiMLcdsNuv1epw14bGLRCIQ4fT7/ZFIxOFwFBcX8zzv9/sNBkNBQQF2VovFYjTqjUZ9OBwF9o3H41jT4YrD0owzMREBEAx/fdJQ47VM6hhjV4OoOkAttodMJlNWVlZbWwtVIUYlwX6ArYXpceRyOXjs9Hq9SqXyer1sMwAC0+v1hYUFRJRMpvG+YrEYfBucqEkGjwvUs6xWazqdHhgYUKlU5eXlFospkcD+J4/HE2DmKRQKoAetVgsn0+DgIDyyKKRTVlYG1IWxh70W92WOKGQM4Ge4A7HvwiGBuyQSCYjXY16wrjMQjRw5kpWxYpL36CLsUoODg8lk0mAwJBKJmpoavV6XSCQTiQR8JyTiLda9LOCI8C4gL35g8wUnGfzeaDRaLCYi8vuDer3eZrMFAoFkMhkKhQoLC4PB4JDKB1IfWDwexxiWyWThcJh5lDOZjN1uxyTFg6AH0DOYzvD64LQGhA2nEXAS4CD6Cp0Wi8VisRjHcQUFBTqdzufzpVIpvV5vt9uBSLLZbDgc1mg0kHoxGvVE5HZ7oUIHKVqgZ+YLxNDC/AI8Qv/o9XqHwzE4OIhPejweu90OJxZiuCaTCUcvLG7wTDNnnlqt1uv1GCd2ux0eRHQ4HK7xeLywsDCdTuOhCgoKiAi+bb1eb7FYsmLpM6AZ1maMK/jGdDodO8+EQiGAMAwtzC8219iEraurCwQCOE4QUUlJCTyyWF0FQQgGgzqdDuMc302lUoWFhWibxWKBzHJOrNPAjERvHAPQRqMR14nH40g9YZ68j7LI5C1vnxK7buAX1ggiwuoG1SsiglMnm83iUJXJZM6ebQ2FQul0uqqqSq1WY9/t7OzMZrPl5eWhUAgLU39/fyAQuIkom81WVlaGQiGDwYAwBNz+OGMx1BUKhQYHB71ebyKRsNvter0e4MNkMgWDQZ7ncXdAMaClUCjk9XrHjBmTSqXgOzl37pzf71er1ViesPMBMyUSCYfDYbGYu7q6c7lca2srz/M2m02pVJrNZqvVAgebyWRC3JO5JZxOJ0gV6Cg4b+DJi0ajBQUF6XRaq9VqtdqBgYGBgQGj0ajRaKqqquDqdzgcvFgISKlUBoNBeEQikYjP56uoqOB5/sCBQ9jS7HY7fEjV1dVKpbKzsxNoz2azsQIyWChxaObEwoJo24csi+yETWI4GCsvIsJEFI1Gk8mkz+fDLpvJZHp6esrLy9EwnH3hdGG7uPQEDB+n2+0GUtTr9QAZsVjM7Xb39PQACVksFofDAYeQ3+/H/hcIBNLpNNyTarU6k8lUVVUGAkHA0La2NmCm0tJSDAmtVut0Oj0eT3l5OQuKcRyH7QfOA+w0wWAQqA6hGXSaXC4PhUJ4obFYDNqzkNeKxWLBYBBxKKPRaLPZFAqF1WpFtA4DDwH0QqKBgQFBEHQ6XSkRHCEMIguCgMAfIGkikfD5fMeOHQP0T6fTZWVlpaXF0Wg8EokwRw6wC4mhSRa7NxgMjPsPfwbCuE6n88SJEzKZrKysrLOzs6CgAG4YPCkuAuExkuTK4V9MDcTO5HJ5YWGhWq0OBAIjRoxIp9PoXrgwgZOgxgIIQkQ6nQ5YE33OXCyRSCQWi+GMpNFoCgoK4NkCpkHb4vE4cjyTySQwIs/zpaWlGo2qp6evo6OjqKhIo9GEQqHy8nI4zPx+PyYRngu6aAhtgwCA1wp3GsArVNM8Hg9cp0ajEWFfhrEw2cPhMP6byWTg2kfyTVlZmSAInZ2dg4ODAJc6na6goADXEQQBflN4/hQKBQLiJApxabVauFQZuxR6gblcDu52xAFUKhUOaQgr45Ms/Iq4JxFBI0av19fVjQiHo+fOnYMLNhaLVVdXA4gHAgHAShbixPEDhwe8Ba/XO3JkbSyWCIVCPp8PQ9pgMJjNZrVabbFYmPIfTpsYHqxVnCRV/H+32+Qtb/8Xdt3ALxyJsLThlJNIJDREY8Y2Dvmk7WpfHyn+YBB/qBB/cBQWEFGB+N/OS116vd5qsxCRfdhl6+gqppP8bCLq6+3X6/Ums5GIyoiISEGEqnjWK78YDkVKy0qGXK3mygYzs4vt8Xn98MljDfrZz36mVqvnzJlzI5HBYID6aMPoeiIaIqpRS1Qr+e+QG/d090ajUYfDgQ6xSx6/5WpPTURjrvH74eZxez/yZy/DNaAujUbjdrvtRP/5n/8J/Ioo8KlTp372s59VVFRAaPTmm28uE/dyhhXAOoKTI5vNdnd3T54yaci9DKIQ0XBj8lZ2Ir8vYLNf8fZs4pAou9p3yyU/DzhdPM9XVVcOue9VDeMEozHVPzBEGEV/7dayYR/wB9GBP/3pT3menz9//koinApwSMDHOI6rrq7WaFSnT589fvz40aNHL168qFKpbDZbNpttaGhYvHhxeXk5UCx2WRI3Nri7mOcDCviVVRWmK5tURVQ1rJ2sV6uJiMjn9V/1cUCuwuZaUXm5O9F0DVElUeVVvyaxcChS4PifGayW3Pqqhg70+wJQ9jdbTDRsMbnqfY0S/TmP2wvPHGJ5NEwzeXRjg/S7ZeIVaFjz8LAWIiIadLmLigsdV36LiEYQjbjas0DVlI3XAafL4/GMGCmd/VcsblKTjvKUP2ixWBDZZCFmzClpqiyokLFY7PDhw3v37nU6nYFAIJPJFBUVlZeXjxkzZtGiRUVFRZFIBJMRC5dKpQqFQiqVCqp+7GH1RHqiq2rTKSVdrSdKxJM41g7BW/nIY96uC7tu4Bfc+ziJsop1RKSQK1Uq1Ze//OVly5b9y7/8y/79+3G0JSIw1ufNm/f444/fccfKvj7nv/7rvx44cODMmTNEhJOfQHyB3dHc3PyVr3xl2rRpBQ47nBNE5PP6bTbr1q3btm7dunHjxvb29iExNavVOnHixPnz5992222NjaO9Xl8oFBpZN4K1jSOZXq//xS9+oVKpvv/9758/f55Rqr/3ve/94z/9Az6mVKjMZvMrr7xitVqfeuqpU6dOgTED94BWqy0sLJw9e/ZTTz01duxYjVaNcCoj4vz4xz+GINaN4kP19fU1EHEkKy0tff/991tbW3/84x8fPHgQgQCWoNDS0nLrrbfefPPNJSUlhUWOeDyu1+txfAwGQsFg8I033njppZfOnj2LNoMsIgjC+PHjb7vttiVLlrS2tn7xi1+0Wq1f/epX77jjDgRiQE4CJwNAuai4ED02fKFkJuV+IZoDFKVQKILBIBH95Cc/IfHErFKpDh8+fPjwYTxvcXHxxIkTSaSE49bYHnDOVqlUoFXhpcyYMePVV189d+7cT37yk61bt+YkpZkUCkVdXd3UqVPvuuuuBQsWgN01dtwYo9FIRP19TqvV2tra+sILL2zduvXChQusM9n7WrBgwciRI5988skxY0a3trZhu70cGh70tLW1vf7666tXrw4GgyC3scFsNptnzpz5+c9/ftasWXK53FFYgOSDcCiyc+fOd99998iRI+fOnWNICL4ovV7f0tJy//33L1y4UK1Wm8xGVGEioueee04ul1sslpViXAbBPnwdEZyjR48/88wzW7ZsAReNEfMNBsOePXuWL1++YMECVNIkUdiCRLEx/BJOVozJUDCcTqd37979yiuvbNmyBd4aBIxw2ZaWltmzZ990002VlZVms7nAYWdSYZzEiCgQCFgsFp1O5/F4iCiZSJ07d27Xrl1vvPHGuXPn4BNCRSl0b01NzYIFC+64447m5uZcLmexmn0+n4nI7wucOHFi3bp1W7ZsuXTpEmKR7DHVanVzc/Py5cvRJIvVDMdVIpEwEykVKrVa/f3vf3/ZsmV/93d/t3HjRlb8Ct9VKBSLFi267bbbbrvtNoVCYTDq0+m01WqFZxF01axYFYpx8OUyBRFNnjz5V7/6VWVlJeLC7MwQiURKS0t37dp1xx13RCIRvV4fjUXQJ9FITKFQHD169N133123bp3T6UR2CGuS0Wisqqq6/fbbP/e5z1VWViIma7NblUplT0/PCCKOZFar9V/+5V8effRRZFSASoUgbCaT2bp163/8x3+cP3++vr7+fFsrnjGRSCDPRi6WMkOWACvxibjqiy+++NJLL7W2tkpnUzabraur+/znP//II4+UlZUdO3aM1U7QaDTwrRKRx+3NZDKnT5/+3e9+d/r06ba2NkGsNCoTK71Onz799ttvX7x4MaiTJaXFLAAqk8hTX3V5yVvePoV23cAvzEZEIrAYgWQgl8uNRqPb7f7Nb36zZcsWrVY7ceJEQRD6+vrA/jly5Mjrr79uMpm2bt3629/+1mKxVFdXIyLp8/no4gWfz3fixIm33nrLbDbPImLEl0wms3//gZ/+9Kd79+4NBoNarbaqqspqtXIcBxZ8V1fXtm3bLl68GI1GH3jggcLCQhYvw8YJUvb27du9Xu+5c+eMRmNBQYFWq00mkwgtwRUBPunu3bv7+voOHjxYVFQ0btw4n8/HcZzf7w+Hwz09PVu2bLHb7Q8//PA4Ir1ejwgpegaRKYvFgp9NJhNYcUSkUqlWr169bt26I0eOlJWVVVdXJ5PJQCAA6smBAwd6e3sDgcA3v/lNInI4HFqttqenx04UDoefffbZ559/PhAIKJVKtNxut4PzdP78+eeee87r9SJIFwqF5HI5iDUItAEZfBTGPTOpZoE0fQnsaSJqampSq9VOp9PlcqXTaZvNVlVVRUThcLi8vBw9KYjyHNIxIxMNLwUsnAMHDrz88subNm2yWq1lZWUIocbj8fb29tbW1r6+vsHBQb1eP2nSJECZSCRiI1KpVIcOHXrzzTdfeOGFXC5nt9vB4jKZTHhTwWBw+/btO3bs4Hn+H//xH+vq6vBdPM6ZM2d++tOfbt68OZ1OFxQUVFdXl5WVORyOaDR65syZ3t7ebdu2EVEoFLr55pvx+oho7969f/jDH15//XUiMpvNNTU1drtdpVL5/f7Ozk6/379lyxZs4dOnTzcRIVaFHkDEk0SKOnJvSXSGffDBB+vWrVu/fn02m62oqADzLxQK+f1+v9+/efNmUJ7nzZtXVFREYuFRIgLvio0xiL4SUTwe37179//7f/9v06ZNRFRUVKRUKu12e21t7alTp1wu18GDBy9evNje3v63f/u3S5feiPeLt0NXsgOB+RhPyOfzvfrqq8899xyyjK1Wa0VFBaJOqVSqt7f37NmzHo8HBPympibWezt27FizZs0777wDtmJlZSXSeyORSCQS6ezsPHjwYCwWy2Qyjz/+ONYTk8mkVCowMdPp9NGjR9vb2zdv3iyXy0eNGmW1WpHQOjAw4PV6169fH4/HS0tLkYbM0mZZkhDLRCYi9FJxcTGQk9vtbm4e7/P5kbeIKDMolefOnQMgmzZtGm3f6nAUoHtbW1t/8YtfvPnmm7hLYWFhQUEBPFJer9flcp05c6avr8/tdj/yyCOjR4/u7++3EZnN5hEjRmBF0ul0er1eq1WDq0qSHGSEs9E/aLBOpwmHozjxskxMXizQDhY/EbW2tr7yyisvv/wyUpqwXICbGAgEuru7f/zjHyN2wYmFRPGiGXBUKpUbNmx46aWXtm/fjp4vKSkpLCzkeX5wcNDtdodCoffff9/j8aTT6aVLl6KeKRKApDFH3OJDjnl5y9unx64b+IVjNCcKIuREUatMJoM9j+f5RYsW3XnnnZMnT7ZYLDjy7t69u729fc+ePdFodMeOHVVVVY8//vjixYvNZrPb7T59+jR94ZG6urr29vatW7cuXLhwFhHHcTjKO53OX/7ylwcPHgwGgyUlJZ/73OdaWlpGjx5ttVq9Xu/Fixdfe+21s2fPdnd3/+xnPzMYDI899hiIrpyoLIAD+ubNmwcHBxsaGh599NHS0lJ4DsaPH09ifA3c3p/85CexWGzhwoV33HHHkiVLYrFYPB4/evTomjVrzpw5MzAw8Oabb44ZM2acKF8OHj2JWQVYB91uN4g1RKRQKCKRyFtvvXXu3Lk777zzK1/5iiAIWq1Wr9e/++67v//979vb251O53vvvbdixYoCIuh62Gw2Inrttdd+/vOfcxxXXFxcVlb2hS98YdKkSWAHd3d3r1u37o033ti8ebPNZoPDDORcEE2QtMWWP+kPH5KRhNWZ5bEjgx2dgzy+X/7yl2q1+sUXX1y9erXT6bzllltWrVpVWFgok8lCoRCAjlwux25H4qbCdj52QaVSefHixWeeeebUqVMLFy685557mpubkSXqdDrffPPNN954IxKJ7NixY+zYsSUlJeXl5SR60VKp1K9//etdu3ZBXGDx4sX33Xef2WwGxbu/v3/9+vWvvPKKQqF44403ysvLv/jFLxYSmc1mYKBt27bt3LkzmUxOnDjx/vvvb25urqqqAgPs1KlTb7/99ubNmzds2CCXy2fNmlUslr/cunXrpk2b5HL5pEmTVqxYMWfOnJKSEpVK1d/ff/z48U2bNm3YsGHr1q0Oh6OoqKiCCHueVhwnOYmuCon4APkW7733XiwWq6ys/Nu//dvx48eDV+RyubZt27Zly5aLFy/u2rXLarUWFRUZjUYoyCmVl4n87MWBdI++RcfC/zFy5MiHH3542bJlRqPR4/Go1ep33333ueee6+vre+edd0pKShoaGmqJ5KLkmExS4AHjJBKJWCyW0tJSInrhhRdeeeUVtLauru7222+fNm0a3vKFCxfefffd9evXB4PBdevW5XK5z3/+89OJMJI3bdq0devWWCw2ffr0Bx98cPz48SCbB4PB7u7ul1566eTJk2fOnJHL5TNnzpxPBGqRWq02EEEs49SpU11dXYWFhd/4xjdmzZoFRYyurq6XX3753LlzbW1tH3zwwYQJE8aOHYtDDxOhkAbsADEBdxYtWvTqq6+2tbW9++6748ePB7UUbDkM2tbW1g0bNiCfZv78+bR9ayqV1hCFQqHVq1evX78e5NGZM2cuW7Zs9OjRUNA9ePDghg0bTp482dvb+9prr5lMpieeeAJzB2KnGMAQkeF5AkGTFw0eXHD2kXBDRNFo3OfzyWQyrVYLXj+yhofQ8Pft2/fuu+8iB3n8+PH33HPPxIkTs9ms3W7v6urauHHjc88996Mf/Uir1SKjnGVXsAjm+fPn33rrLWCv8ePHL1myZObMmXV1dQqFoqurq729fePGjbt27Tp69CiqO9xyyy06Ikawg2OelyiY5OFX3j79dt3AL1CqkR+OyYa1DD90dnZOnTr129/+9sSJE5EOc+utt44bNy4Wi7W3t0ej0U2bNtnt9m9+85urVq1SqVThcLixsXHChAn0hUewTAeDwY0bN94nZmwR0c6dO/fu3evz+crKyh577LHbbrtt1KhRyAMqLS1taGiYPHnyd77zne7u7ng8/s4774wbN27x4sVEJJdziURMTRQOBzmOSyRikydPfvrpp6dPnw56LxHBQRUOB61EqVTK7/dnMplly5Z9+9vfHj16tM/nKy4uttlstbW19fX1f//3fz8wMBAOh/fv3/+3RCDEwD1GYsbT4OAgEUmVq7LZbCAQSKVS3/zmN1euXDlp0gSXy51IJGw226OPPlpRUfH4448nEgmXy3X48OHpokYGNunNmzcji7O0tPQ3v/lNdXU1x3HhcLiiomLSpEkzZsxobGz82c9+1t7eTkSgIQP3gNshdc4x+/BlkW0AJHpB8C/0iohowoQJRDRq1CiAzoKCgjFjxpjNZgRhsY4ju0rq9OJF+SJwh3HBwcHBvr6+VatW/f3f/31DQ4Pf74fXsLS0tK6urqys7Oc//3kwGHz11VcbGxsXL15cLvot9uzZs2XLlkAgYDAYvva1rz322GMGgwG+n1QqNWfOrHHjxqXT6fXr14fD4RdffHHixIm3irR3Ijp9+nQymXQ4HPfee+/KlStNJhP6xOFwNDQ0VFZW+ny+w4cPt7a2Hj9+vJ4oEoloiHbv3o3w69KlS7/whS+AoaxUKseMGdPQ0FBVVXX+/Plz584dP34cni3I3ZHoDMBZwuFwhMNhq9WKB0FAsKenp6Sk5JlnnpkzZ47ZbPJ6fYIgjBs3bvz48Uaj8de//nUqldqxY0dDQwNOC6lUKhZL6MVXBp0OZHfa7VYiev3113t7exOJxNixY7/yla/ceOONZrMZ+ciBQOCuu+5KJBI//vGPBUFYu3btlClTakVxAanfgo0WeLYwzd9++23k+dbV1X3/+9+fPHmizxeIRqMmk2n06NHz588vLy//1a9+1dfXt337dmjgYRZcuHB+cHCgrKzswQfvX7HiNiQWZLPZuroR48aNMZkMzz777Acf+Pv7e9etWzufCC8FNzUajeFw+NixYy0tLU888cTKlSuTySSSBEeNGjVr1qx77rmnu7s7k8ns3bt3/vz5pUS5XA4hVwRVGV8CjrpkMqkjmjhx4ksvvaRWq8+cOYNcbCJSKpWxWCyXy1VVVXzwwQdtbW1wOM2dOxdzXEO0ZcuWNWvWxONxDKEHHngAKS94NaNHj543b95vf/vbV1991ePxbNmyZfr06ePHj7cQQXCLzcF0Oi2TkUKhYJq9SA6FAgUMkXq9XpdKmZC4DR8YBFygWaNUKpEE+uKLL2L9Wbly5d/93d+NHDkSAmmpVKqkpGTBggXl5eX//M//DMVBZAIRERyZI0bUENF///d/7927l+O40tLSr33ta7fddhsyEjKZjMViGTNmTElJCc/zR48e3bNnT1lZ2eTJkx2iAArD61KO3UfcVvKWt7+gXTeyqzBBFIKXEkri8XhTU9Ojjz7a1NSUFaW6PR5PbW3t0qVL6+vrweeYN2/eqlWrkDMIXxr2j5aWFsgE9Pb2EhH8Q0S0b9++np4emUy2bNmyu+++G1mTyBYEVqitrX3ooYdmzJhBRG1tbShWSKKQJtqmUqlmzZr1+OOPjx49GoRlPAVuLSXi3HLLLQ888EBNTQ3TsIE4wuTJkxctWoTEbFA9WByWXQ3HUyICMGVkJrlcvnLlyvvvv3/06NHhcBSHbCQxjBs3bsmSJchsOn78OBEBt+G727dvh3rnP/3TP1VUVEDcAUHPgYGBgoKChx9++L777mOq+tww+1O9cTwRiRruWG05jkulUrxYkQl/Qm/LRPVFjBOWD8UGDJJA58+fv3z58vr6eq/Xy+Kk6XS6sLDwxhtvnDBhgkaj8fl8hw4dApRBt2zevNnn86lUqqVLl9522212ux0sH7wat9vb0NDwb//2bzNnziQil8u1ZcsWIsKBAS80nU47HA74YJAUiYy2WCw2adKkn/70p7///e+fffZZ1DBARHVgYICIxo4dO2bMGHCcsbFFIhGO45qamv793//9tdde++53v4tobDQaZQUuMVbRe6grIBO1XsPhcE1NzXe/+92ZM2dms9lUKg3JBmC7Bx544JFHHhEEIRQK7du3r7+/n0TxMBJRPgY5XBqJRIqIDhw44PV67Xb7/fffv2LFCo7jBgYGUqlUMBiEttwDDzxw6623CoLgdrv37NlDopdIfqXsPlyVEOUC96ujoyOZTKLBtbW1Xq8fenuYiWazefny5TfccAOIAfv37ycxQvqf//mfb7311u9+97tbbrkFZKNQKBQMBuPxeDabbWpqqqmpQQtxIwwVJmUnl8trampuueWWZcuW8Tzv8/kgExONRo1GI4iPOAsBIoMdIY2kD7eJEyeOHz8+lUodP368o6MDv2SKMOFwtLu7OxQKCYIwb968kSNHEhEw9JkzZ1wuF/ygq1atKikpIaJAIIBDXTabdTgczPPU2tp6+PBhgDPmrWTzgkQmH37DJgt+w7zUudzl+gdM0owTNZZBwYxG40R0/vz5eDxeUFBwxx13NDQ04KiDUYqw/l133fXQQw9BWYNp0orJqlki2rNnDyTQHn/88ZkzZ2KcJxIJuNL1ev38+fMfe+wxjuP0ev0777xz6dIlEt3DecvbdWrXDfyS7utYLBhZlef52traefPmqdXqYDAIZ0MoFJLJCLSebDar0+kaGxutVrNcLmf67NhZ6+rq4FSD8wCJ0ER09uxZnud1Ot2kSZNqampw4IOgFNSx4/H45MmTW1paIEbQ1taGrQ7XIXEpHzVq1Lx58+x2ezgcxqLPPsPgVyAQqKiomDBhAjQjoE0fjUZjsZjJZKivr4foIkAbiXmgrDdYXAPYix3+VCpVVVUVNNARGpDJZCB9m81mUGQ4juvs7CSxOhsTJlAoFI2NjfPmzYOYu9/vx44YCAR8Pp/dbp02bRoch8Ox158QfjGHGYNf+CXCOgx+4ZUx+EWS3QVQFSprRATY3dLSMm3aNHwXTjJGJZ4wYcK0adOANffv3w/Ii++C0mQymRYsWNDc3IRtGy8RFK5EIlFVVTV16lSgRuBaCGCSeChXKBQXL16EoAYTEIcsQmlp6YwZM6ZPn44oNj6PtwYQhnMFJ8qFdHZ2KpXKG2+88fbbb1+0aBEgOMssG+IPYLssiWiytrZ2/vz5+Fg0Gg0EAvAxg8w0bdo06M2ePHmyu7sbV8a7wOxjmX04DhFRa2urIAgTJ05cvHixxWJSicZx3ODgYCQSqasbsXDhQlAGe3p6hr9u5hxFkgpAMBFhb168ePG4ceOAHeGk8fl8Xq83k8kguP8f//Ef3/72t+fNm8cuaLVap02b1tzcLJPJ4vG4Wq02m82QPE2lUlVVVQguZ8WqAyy/BL/M5XIVFRXz5s2DViqkK6LRKBTI6uvri4uLBUFwuVxo50eBX9XV1WhhNBrdt28fiYkReHE9PT3Hjx8Ph8Mqleqmm27CxMdIOHLkSCaTKSkpWbJkSX19fVaU0QeEhYDqyJEj4byMx+N79+4VnVh6ttQIl9U92A/CEASG3zBVEXQCe9eYLAg3q1QqPDXQYXNz84IFC9RqNRY6EokcXq+3pqZm3rx5TK8VrjiwMOHMbm9vV6lUI0aMmD17ts1mg2oPOhl5tWq1uqmpqa6uDp5FVDJlJNe85e16tOsPfrHIFDvHk1jALhAI8Dyv1WoFQYAHix3jSktLy8vLPR4f/F7IzsOVZaKYJGKOUAUjEeuMGTOmsrISbDOLxQKJI4gtgZg8bty4ESNGZDKZjo4OeOCxapAYWDGbzZDq8fv9DD0wnwSJuW9g0IOJjPUUVIxIJCaXy+EIAWhDJ7D1FNBBui/i9xCthpR5KBTSarVWq1Umk2UyGVwcOmcgqKGv9Ho9juOQn0W8LycpkWs2m+x2eygUisUSDoejubn5qtjrTwi/mA0hk0n/y3LZLmezilsFIxJhhOD9Yp8bO3YsADG0jkArhDaYIAjTpk1Dh/f19cGjiV51Op3QAq2urs7lBJZ3hi+CgtPf379kyRKbzZbL5c6dO0di0SoiGj16tFKpPHfu3C9/+cunn3563759MpnMbreXlBRB4A3VnGKxGPATXvfUqVMFQfD5fM8+++wzzzxz5swZgACr1Tpu3JhgMJjNZiHGy8JY2BSlcV4Mcmx4+ExhYeG4ceP0ej2CZSw1kgmRFxUVTZs2Dai0q6sLnYBrIqkFIxAeDjxgNpu1Wq0tLS06nc7nC0C0KZvNwm2m1+sDgVBFRUVNTQ0Roffg/8uKFbdInNr4JZAWHsFut8+dO9fv9wuCYDabkWbLUvMA+774xS/ec889U6dOJRExQ9zLarUie46VVML6gOIZ+JkV7eGurAplNpuhDsrzPIRYwU8AQxHkKgjD0pXo7VqGJAnUK0NeDsYkpmFnZyewRXV1dUtLCy4LJlZPTw/HcWVlZU1NTSiERUQQAkyJFovF6urqcOK6ePEiTlZgwbO+ZdNTmqTCgNeQxktnNJ5dLpfr9XpcECsekgZwEEWIAGc5OLp0Ol0ymayqqmpsbISzEF5z3AtAjYj0en1zczOqMKGskE6nY7RCRGkXLlyI4XTs2DESYV/e8nad2nXjvGVSnFLYRERgEqCMBiN1gn6UyeSw6GP5sFqtTLYAMQtsVzzPWywWMEyJiFWTBPyqra0tLi5m2wO8FGazGcs0x3HV1dV2uz2XywUCgb6+vqmi4hTajH3ObDYjxRq5kIzkJM1gt9lsRqORyejDRYe6IhaLBU/BQpbM8UNi7hi2LoY8SFxS6+vr8UmQZ6FIhHgNDtbM2wdHBdb0bDZrMpnGjBkjE2WsIbKPTsOqarfbERn5c4AtZux1YxVmj4bkShYoYXR7Fm0URCFQfAZCl/huUVFRZWWldEeBRrlOpwP6GTduHMPiiLuxNFuEeEpLS8FvM5vNuVwOdVGKi4uRUVhVVYUkAHQmEAMR3XDDDcePHz9+/PipU6cikcj27duRazZ58uQJEyaUl5eXlJQwTXMSAcTy5cuR2ffBBx8cPHiwpaUFqbsVFRW1tbUTJkxIp9NgQbFHlro6WAdiuOLKgOk1NTVmsxnyS0QE3WAIKZnNpuLiYjh9tVotSH6Mvw/Dzzjw4AocxwUCge3btzudTkGsjISxB5AHB2FfXx+J5aSkW750IEHFPp1OA0oCXELSlkkhQCQW8wK1BDBPwZnDkxYUFCQSCafT2dXV1dfX19/fHwwGBUGAlG42m71w4QJisgCmUm44HC12ux2lMuCRYm1OpVI2mw0Dgx3zMJykUibDTavVNjY2NjU1nT59+tixY6dPn543b14mkwFptaurq62tTavVtrS01NbWikU7LqcZIRiHYgB6vR5OR/iHVCpVPB63Wq11dXVwS8fjcXQ1YgKsnRzHMe/X8GOt+IHLf8WSyzJjwGkTRIYDO4FEo9FJkyZhlTObzXhHyPxAVZLKysry8nIcSHC64MXCX+iWVCpVU1NjtVoxetkdgcAEQVCpVMiwSSQSrN7oh68eecvbp9muJ/iFdYFtqPg9z/NIk8YJDLWroY8MxigWC+Z5SiaTVqsV1BlWHQV/wvGXcbSx0ICQkUgkUL0HCwFWf6z4kI3AQdzlcpFYMI5EyMi4t4jdYLdmjgoiQpVf1KZFXMNsNvOidjzU/BnniUQ1HbqSYcoOsmwPy+VyqKyCBQ5BN5yzEbvB4RKYDJeF/DS+C/10hO3QvfB5gMGmUCiQQUZ/Zq2dIWib7Q2IveKvTLkA8ItxuaR+skwmg+gSXBcqlQpPjdp5CoUCDkJoPiE/HyAYlCCc1+GV0Wq1NpsN9BegBJ7nodJORCUlJWfPnlWwAovpJDszTJs27Stf+cr69euPHDnS0dHR1dWF2o7bt28vKytrbGycO3duQ0NDTU2NdF+ZMmXKF7/4xRdeeAHaCrt27dq1a1dBQUFxcXEqlbrpppuampoaGhqgkkWSMk3S3sNgSKfTaCRGDoQV4OvC9gays1KpTCSScNySxJ3GourclbFUuG9J9LHt3bt3//790p0VubGQocqKxZsRTmVFYwRJVixrTDqdxgZPIikTLwjl6uGzhHC/TJRihtg6iR4jn8+3bdu2TZs2XbhwweVyeb1e0I840X3OXHosJ1QqKEpEYC+AcsfzPCLgOAIxlxKj96FPPpz6rdPprFbrnDlzDhw4QEQHDx5csGCBQqGA66i1tTWVSpWVlbW0tACCEFE6nVWJaEMul0MKlRfV50GKB4wuKCiw2Wz4AAAZifXCpXOKkdbZC8UkYjhM6olk4dScKF0GEgWWLBJPqqWlpfCmy2QyHOpMJlMqlYKL0WKxYNIhCowOZ2ddjuOy2Sxi7ky3j4UpcmK1Ccw7EpdWlVjANG95ux7tuoFf0lPakLMyWFkI+WFNYfEOEnkVWNxZUSAsKyzohrpprCgHrowVDS50rGUIDwGvwIsOLwuoY6hESUSg/2tFWgwKxaAlKD4ILhqJ8ItEDinP81jRsCsDa8IXgrZh/cXKy4kRzA/pMRJFp7CAAqHiTygkJxdLqhERWORsy0TVHXSC0WgEKARLOiOWEGaFj6ShwD8tGpNuydJf8pIkc7oSpbH9g2FWjuNMJhO6Cwll8J8xVxkCskitZ3RvXI1pI5HoWILfi3EB8RlBEADgZLLLaltyuRzeL9SxISKr1bpy5cqampojR46cPHmyo6Ojr6/P6XQODg4ODg6eOHFi3759CxYsuOuuu6ZMmULi8DCZTAsXLqytrd2/f//JkyedTuelS5dYVLS9vb2iouJzn/vcsmXLoMVARH6/3yF2lLQDeVGsHCVcsM9BvQngQ6PRWK1WFJJnKSA4OZCE6Yxr4umAh3CSARSz2+1FRUVM8wJzBCcWBpXglqb33qVrwHck5TEBKgAyuVhhxmAwINsUrwD5jDhRsDEMDPr888+vXbv2yJEj+E1xcTFGArybBQUF3d3dZ86cYQyEIT0GfhXaj3qdmJg4hAB5s2MhiXkwMomA7XCDY3vOnDn//d//HY/HkeIzYsQItVp98uTJgwcPEtGoUaMmTZoE5Qv0hkr05+HWUIhALiFOFLgsK1/NCAYkuvHYu5PGH4f4R4f8RkrGh8ERCFQkVXWBuwvKfxhpANY6nS4cDmN1xUrCMJwgijPjZ9BCcKzC6Q5jkg0wHAxwukBXsMB03vJ2Pdp1A7/kYjlYFmGREhfYv+DcBINBBBHYoZzlJ+OMiFqQOEjBSxGJRBj1HlsUCiCCWwM+GVRzSIyBRiKRgoIC7MdY/eEbFwQhGo2aRB4u0JtCoeA4DgwGfJgkp2TovGcyGewKIE9go4JuApqEBstFAUPpvsW6hRe1DbEXQiYHHQLvIBGxQiLwQ8DtB2gIgU0smkwdMZFI8JIy2IIgpNPpSCSCEADrfykI4/5EEUlOEmNlmxwnVhNicJy9aNYARgjjxCxRRLtYpiH2MJyqk8mk3W6PRCLxeLykpMTlciEErFarEcdJJBImcZMADQglwAHKUUtbLpdrNJq+PmcikUAURqPRUDKOTDEigju2pqZm8uTJ4XC4vb29u7v7+PHjFy5c6OnpaWtr6+7u/u1vfwtZ8AUitQW8aY1GM3ny5FAo1NnZ2d3dffr06aNHj/b19blcrt7e3t/85jcXLlz4//6//28xkdGol2akykRtehhrSTgc9ng8BoMOTDJslujYdDptMBhSqVRfXx9ABoYlq0sIfyGGjUwmC4fDLAkjHA4/+eSTN954o0wmMxqNSIIB4sEnS0tLo9Fof39/dXU1vfcuELwgaoWwEBh8VDqdBsAObcZbk3rLAJ3xZmOxWFlZmd/vh9MuHo+riH7zm9/09fXZbLYpU6aMHz++ubm5srIyk8lUVFT4/f6SkpLnn3++o6OD6bsCJcjEEqKYR/C6oQFoHspuMk85mxqsqz8EfkHDefTo0WPHjj127NjJkydPnjxZW1srk8nOnj178uRJi8XS2NhYX1+PipMk6p7g7iC8I2GzqKgoEAgkEgmUdLRYLCAw+P1+4LDCwkIi0ul0DH6JyQH/o8wy5DQrXVUYJZ9NMbjPkfjC0lnQSLfbPXHiRKwwuDLCtVqt1mAwQKAHZ1egeayc0n4bGBhgtbSljj2O43Au6unpAT0Ar9hsNrOTUt7ydt3ZdQO/WAiPTddsNgtCOPOFwNkO4IVquxAJBP+ACVMBl7Dyw8wrxnZr7F7YaTweT2tra01NNfZmaEzjVAr60dmzZxHZLCwshE+LoSVsFYhdQrsBqfIkAinm/QqFQog+4DyXSqVAakmn08gqwJERyxa8awgdkhi+wQoI7xQ7UDL/H24EPMGiDNgGICNJRDabzefzAX7F43GO444cOfLkk0+QWNE8FouB+IV//X7/6dOn4eFjiQIyUfkC7gSE9kjC7eVFBe0hgAlxUqkrC//G43FGmcexmNUqAapmKpdEhKgQo+HLxRopzGFJRDzPo/ovDuWIheFAjxw9QRC6urr6+/uBm6X1CRDJDYVCXV1dLS0t0C+w2+3IzMBI02q1/f39gFwlJSXU2221WpnzMpvNGo3Gzs5Ok8k0ZcqUiRMnLlu2zOfznTp1avPmza+88koymdy3b5/JZFogOjsjkQh6GLtXY2PjxIkTFyxY4Pf729vb33rrrbVr16bT6Z07dy5evHgxUSgUYbq78IKQSENEwI5EJ43b7Q6HoyBNQpoLD4u/DgwMgLWmUCjq6+vFCxKbfZxIcDQajQwiq9XqwcHBuro6u93u8XhsNhtAJ8NtCHSOHTuWTQGpc4XEGc2J6seQXUUK5OnTp2fNmtXT06PT6SBMgDA9Xl9ZWRlSB6QAAnXH586d+0//9E+VlZUIbwUCAZVKZbVabTabyWTCdGBJPAjTm0X3HnzqSC8ADobDCbMSxwASqQvoc9Y5Vz2EwHmj0+nuvvvu06dPQ/4+EokEg8FDhw6pVCq73X7TTTflxLr1lycgkcPhGBgYGBgY6OzsbG5ucrlc6CKQ1dCkeDzu8/kQLIaPk64sy4MoQTqdwTIF4mBNTY3T6WSpwSQCPtxdJhFzISJGIdXpNLh+Npu12+0dHR1I2QavgxfTbDG0OI67cOECYD1Dcul0GrkLRKTT6Y4cOeLxeGpra/r7nQgRYPADMnIc19nZKZPJNBoNRoVKpcR8x2EJq5/0CJq3vH2a7brJfMR5C7QqTDPGj0ENECKCbDfWLKkuA4nVV+x2GxK74FKSwhROLDgItxARGY1GjUbj9/v7+vpCoTAwByOqQ/wwkUi0t7cj/cfhcGAp0ev1ADTsw6igAnc9tlIsTFjpwKVFwJGx4LGmwGeAJwLVg8STJYlBQ4gFoAewtjIWC+Rz8BteTJBEaAnF7/BJ3FQmk7GCS9A8PHfu3IkTpywWC9Suwd6AAkU2mz1+/Hh3dzejHiMwAXQFgCuTySwWCz6A8J80qMEcVPgZuWloT05UXSIicNtJjOQGAgFgL0ZXQl/h8XFMZ1QwQCJsmVJnIc/zp06dwlOjmB0azDw0ra2t2Ww2kUhUVlaivAkaVlNTk81mL1682NPTgyBLcXExeM3I4EMP9PX1IZyHTYIJccGBl81mR44cabVa3W631+sFI2rx4sVf+tKXli1blkgkent7cTvG5WLymGBrDQ4OhsPhsrKypUuXfuUrX5k7dy4ipwhHchwHwCoIApsaOVFTAG4qPGZHR4fH40kmkwqFAuUFlUqlWEpBEw6HT58+ja5GrqLP54tEYhhmbPYpxSqfbJ6ePHkSGrAcxw0ODvb398diMZ/Ph1pGgUAgHo+DAfkh8x2O20QihfGTTCbj8fjBgwej0Siyj+VyeVFREVApz/MWi6Wvr+/IkSNHjx5FWhxyJrLZbHFx8aRJkyZOnAhkfP78eaQNptNpp9N56tQpuLIYlGFELiwmgiDEYjE2YtmxAUsQWzQYcsUk/RDjeR6IfMqUKXhTH3zwQTabdbvdra2t6XS6vr6+oaEBY1vKOigqKtLr9SdOnOjt7fV6/QUFBezkCTqp1+vleb63txfkfYBgEvMJ2N0TiYRarbTb7S6XS6lUFhQUOJ3OeDxut1s9Hg9cboyEgEUDNZFQlwxzXK1WZzI5Bp6i0eiJEycAg8LhsMlkQnQ4l8uFw2GHwwEXLySO2bonTZbq7+/3+/0DAwPB4GU6v1QTDlBs586dGJC4by7Hy8Q8cazhQ3B83vL2abbrBn7JJKqMgCms3ipz+SBvCxXcYIzsgjUUWwDUpbG+kwg7WDo0s/Ly8mQyefHixX379nk8HovFhCUAHp1MJqPRqI4dO7Zjx45kMmkymcrKyhB8DIVCUpcMmsqOpzzPs6UQhjyAaDSKQzZwAGJArPwOiyQSEYM4LB1PygLWarWQw0EuldlsNptNGo0GqkJAfjzPo16QtCAdPo9oRWVlZS6Xa2tre/PNNyORSHV1NSsRDbHEc+fOrV27NhQKwVEBQhhCpdg2tFqtx+OJxWJw0QHwSckiwpX8X4/Hg6MzEUF/gbn62HEc+a1Y+tlpHk5BfBgxYpKc14HGQBlB++HGW79+fXt7u8lkMhqNhYWFCoXC4/EIglBSUpRIJN555x2gkClTpjBdKCKaM2eOXq8vKipas2bNiRMnAEwjkQjcZkDJFy9e3LBhA7yY06dPJzE5n4g2bdq0efPmvXv34nWDCAXGjEajQsoYPJSgpQN3Hjp0aNOmTWfOnPF6vdhmkPHH87zf7y8rKysqKmIuRnwLjUffMg0FOA5ZimgikWhra9u1a5dcLi8pKQLv2+VywfvS29u/a9eutra2XC5XXl5eWVlJREw0PycaEaEleB3FxcVKpfLixYvHjx+PxWImkwl3zGazFRVliCu53e5du3a9+OKLe/fupStj1lKPBV5cJBKBuCjCZ0eOHDl8+DCqFkJkAeGt4uKijo6O5557btmyZUuXLgV9Cp1AIgksmUy6XC6j0ehwOBChgxsSYsuM+8VYTbgCAtMM03MS4ilai1WIHY3gD/twZMliefX19U1NTUqlcufOnR0dHa2tre3t7Tqdbvr06RUVFaC341LI6WlsbET8cceOHcFgEP1pNBqNRmMwGDSbzdXV1adPn960aROyMktLS1nFUvwAhtapU6dOnjxtMpnKy8tx9uA4rrS0NBKJbdiwAULEaCoWGZbGy7RCMOlwUxK5Za2trSdPngT5D1UsUfMAPbl69WoEDaAAwl4xhm5DQwPP816vd//+/fF4vLy8FNq2yWSS4zgAtTNnzpw9exa5qKA5dnd3M36h1HEuk103+1re/prtuhmmQFGIu7HoEv7VaDSg4mIS6nQ6kH81GhVzgGM7x8y3WCwmkwkxOyJCFINEtMSWvJUrVxYVFZnN5vPnz69Zs+bMmXMKhaKoqAjse5vNdubMuTfffPPkyZPJZLK6unrmzJkGg46IioqKsL5wYvUS5iEHCMOKRuKhlinRMy8XFim0J5PJxGIxLGdomEajAhEVjg1E/fBhbB6MB53NZqPRaDgcCQaDkUiE8ZlMJtPg4CCrXow1FFeAwtP8+fMNBkMsFnv77bdfeeWV06dPm0wmlOPlOO6DDz74wQ9+gBgZ1mIkSIIBA8r5W2+99bWvfe2RRx558cUXichkMjHXHXunDCFxHIfEPfwV+XeMywyUiXAenIhgR6VSqVAoBJVafJgRXKR7pCAmybNMi0wmc+jQod///vcnT55kabMVFRUKhWL37r3PP/+8y+VCGjz0cklEQqjFOTg4uHr16g8++AD3QvzFYDDodDqXy7Vx48aNGzdGo9HRo0cvXLiQiFA/iogeeeSRe++996c//SlK1yEJFzFfr9ePFA2e53U6HQokozeefPLJxx577Ec/+tGhQ4fQwxCcM5kMJpPp0qVLfr8fuR3YgaxWMyaLXC6HuBTaj2g7aFLwjLrd7mefffbw4cPpdNZoNNrt9vLy8uLiQr/f//LLL7/zzjtyuVyr1d57772I2QG5kgjmcJd4PB4IBNAAJOv5/f5du3YdOHAgGAw6HPbKykq1Wt3V1QPll9/97nd33HHH448/vnXrVroy0MxMEFMRIUVLRI2NjYIgtLe3v/rqq1A8h3vVZDIVFBREo7G9e/e+/vrrEHIDYq6ursbbCYfDLpeL47jq6mpBEOBAra2tbW9v/9GPfnT48GEi4nkeYXdQjpj3Sy6X6/V65PEwr5gg8iwRl8Qww9iz2WyFhYUfLgcql8sDgQCCpMuXLzeZTOFw+O23396xY0cqlSovLwdqD4VCPM9jAcHEnz9/PhRrd+3a9corr4RCIbPZDNZacXGxTqfp7+9/6aWX0D+5XO6hhx5C0Nxut7MgJnznnZ2dg4ODOPJhejqdzm9/+9so+s58eGB3YVEFkQOZSZjy4MkR0fjx4zmOO3Xq1De+8Y3Tp08XFxeGw+FYLGa32wsLC7PZ7Guvvfb6668bjUatVhuLxbDeIssbXQq9Vp/P9+tf/3rbtm0+XwD+tpKSErvdynHc6tWrX3rpJeS4zJw5E1WwCgsLcbiVetOlkda85e3TbNcN94vBFyz9zK2F42Y6nQb/BntMTqxQxlLzEIVhhC0wHhhFnUSpMCJCEMdCNH369Llz57799tuHDh1yOp0ej2fRokU1NTU4dHZ3d7/66qvvvPMOeK+LFy9eunSp0+kqlThsBFHAguXNsRgQHionlkMG8ALS0ul0cKvAXcEcXdhNiSiRuJzLzfAEKDVofCQSgai0IBYjkomSmwhjIZ2budmCwSDztZjNZhxGb7nllrNnz54+fbqtre2ZZ5554403Zs+eXVhYGIlE+vr6du7c2dvbO3v27JqamhdffBEth1cPXooLFy689tprmzdvBtHqMSIm08A8HFKyHd4INhIEM9jTMVGDZDIJAA36CH4G91nKCJSSVFgIEjpnTA1Eo9HYbDaUxkMqoslkstvtbrf7tdde+8Mf/hAMBq1W6+LFi1GQikTv18SJE++9997Vq1cnEgnUlr7nnntGjhzZ3d2tUCguXbq0c+fON998k4imTp16yy23wGkkCEIwGLQTjR49+vjx43v37v3mN7/5ne98p76+HuPBbDYfOnTo5z//+ZYtWziOs9lsN910E/3sJ2h/UVFRKBRat26dVqs1Go1VVVVqtToWi3V3d3d1db3wwgtbt25NpVJTp06dPHkyEUUisQsXLhQQISTNlCbAWsuJ+nlmsxmRrO9+97u7d+9evnw5fMAej+fIkSNr1649e/ZsLpcbM2bMqlWrsIuzUp4VFRUej4dF4ZERTERf+cpXwuHw+++///777/v9/sWLFy9atKiqqgoY/Y033ti5c+f7779PRFVVVcBVbAwMme9wqWIuy4g+97nPeTye7u7u3/3ud8lkcunSpWPHjrVareFwGPWeN2/ejFSYJUuWLFu2jIh6enqKiIjI4/Fs3rz5Jz/5yeTJk0H2ymQyO3bsePrpp7du3QqF4UQiwVw7l5NAxaJDPM9Ho1Gr1cpJEgMZrDcYDDJJSStgpmw2KxVIG2IKUWQuEAgsWrSooqLC5/OtXr0aaKahoWH06NE4GqnEAgYoP7BgwYL77rvv2WefDQQCTz/9dCwWu/nmm+12u06n83q9hw4d2rlz586dO3t6eoqKim677bZFixaEw1GSwKnx48efPHly/fr1AwMDd95559y5c6Efe/HixTVr1vzyl7+sra3lOK6jo4PxXzFzgT4FMamc4U4M0VWrVp0+fdpgMJw7d+6JJ5647bbbZsyYUVdXd+rUqd7e3j179rzyyiuZTGb8+PEXLlyAu5dEPmI4HLYT3XzzzRcvXly3bl1HR8fLL7/sdDobGxtramoMBsPp06dPnTq1bt26rVu3InNl1apVFRUVJGrk5mleebtO7XqCX1gNWZwxkUioJHlGgiCAdIXgIxhdiJRxovAE6BEk5qCxIF0ymVSKlaorKsr7+51EVF9f/+CDDw4ODp4+fbqvr+93v/vde++9p9VqEf/q7OwMBoOxWKykpOTee+998MEHHY6C9vaLJKYLkSTnDjQILF7YFBkB30iEk6VOp2OSOUzVRiYqi2LbY3VRlEolI3ST6HohotraWqNRzzhh6XQaGlf4l5FXUDcXimIajaampoa6LimVykAg0N/f30g0b948uVz+85//fNOmTahy+F//9V/l5eUsBLl8+fL77rtvz549WIKxpCqVcp1Ol06nXS5XZ2cnBBeY8rtKpUKQVBogYB0FEImnAJ2LkX/hV4AHArgZElZghIBujH5ATIqXaFKg94BysKPI5fIRI0bceeedv/rVr95///3e3t7KykqXyxUIBARBQEFAk8k0f/78W265BVJGrJ0FBQXf/e53w+HwunXrIpHItm3b1qxZU1VVVVxc3NraqlKpwKEuKCgYN27cDTfcMGbMGCJioeFbb73V7Xb7/f62trZ//dd/JaLCwkJk3fp8vq6urmw2W15evmLFCgApfGvBggVgHL/zzjuHDh0qKysrKyvTaDTQnmhra0un02PGjLn77rvHjh1LRAaDHj8gNQH7bnFxYSplVauV8GMhx3bVqlUdHR1vv/326dOnt23bBnWAQCDgcrlQb3Ts2LGrVq2qrq5GDyO3jojcbjcmFxExvVM8zqJFixBCOnz48ODgILtsIpEIBoNOpxNMsscff3zp0qX0T//AoMyQyCNOStls1uv1lhDdcccdoVDorbfe6unpeeWVV9avX4+DkFwuj8VikInX6/UtLS1f/OIX0W/wII4YMQJBvW9/+9tjx44dMWIEx3EHDx7MZDJut/vxxx/PZDLvvfceXj0RORwOxugCP4xEQVppnAuMKIxqTE/G/SIio9H4IZmPUPrAXC4oKGhqarpw4YLT6SSi6urqyZMnw2MH7zUGLW5dUlKyfPlyj8ezYcOGSCTygx/84JVXXikrK7NYLJFI5MKFC/DtEdFtt9325S9/2eVyK8VS9HDizpgxo7u7OxgM7tu3r62t7Ze//GVRUVE0GkVJzbq6uvvvv3/37t2Mhq9SKTQaDbRveFFRDxOK1TkgoltuueXYsWMvv/yyIAgdHR2/+tWv1q5dC/KW0+ns6OgoKir6x3/8R4/Hc/78ea1Wi1GEUHskErETTZkyZdWqVR6P5+zZs1u3bt23b9+oUaMqKytTqVR3d7fT6YSjrqCg4KGHHlq6dCn62efzsbr10p0iD8jydl3YdQO/SEyZBvZCbiCJky2bzQYCgVwuhwAW2GCJRMLr9ULgCt9iKTlMxoKIQCZwu91YaqPRGAt0Njc3f+tb39q0adPbb7/d09ODpY1ZfX19YWHhlClTHnroodGj60OhCAv0+P1+u8gLgUADYg1wFYAmReKmDlkHn8/HUguRdY8Ua+wBOH3igqAhC4KQTqetRNlsFqCBiKA663a7Saw46fP5kPxlNpsBTZAHkEwmA4EAaquBXoMNFZA0Go2izndDQ8PWrVtRuiQYDOr1+nHjxk2bNu2RRx4pKyvbvn07iQl9Wq02k8khP7ysrKywsLCtrY1QyikUKCkpSafTCK4xqtAQugZY8DaRtYPtkMVfsOIzXjP2ZrBDoKlBRKDKMeAlTYFkGWpQk4Lb4K233tq5c+fZs2eJCHLzRGS325ctW7ZkyZIpU6ZkxGqSrMEymex73/ue3W5fs2bNwMBANps9f/78qVOnGKG4srLy4YcfvvXWW2traz0eTzERaDpmopUrV/I8v2XLFsgNoM9ZwFSr1c6aNeuGG264++670VRc8IknnrBarb/5zW+6u7u7u7t7e3tZAiPiQVOmTFmxYsWtt94KF5Tb7YlEIibxwYGcnE4XwpqMiCaTyerr62fOnNnT03Pq1ClIgBIR6N4ymWzx4sV/8zd/M3PmTJaigRwCPRHqH+AFQXkL78hgMNx9991Wq1Wv1x86dAgNJrGSBOhW8+fPX7ly5Zw5cxCQZWFikoiMkOgqViqVaH9lZeV9991XUFCwfv36Y8eOxePx9vZ2xu4iosLCwrvvvnvJkiVjx46FSojT6bQRffvb337hhRe2bNkSiUSOHj169OhRlViFeuHChY888sjOnTtff/11BpGRg6zRaFTiGMO01el0wzEi0CHgF0uTRMjyQ+AXo0NBGm3OnDkffPBBT08Pz/N1dXVz584Fr04mlr5QE4VCIRNRKpWqra395je/abPZNmzY0Nvb63Q6gdtQd4iIRo4ceccddyxdurSgoMDv9yOiajAYsNbdfvvtiURix44d3d3dKFzb2dmJOTVlypS/+Zu/QQ+zqCIqnkGBGSotKPAgpYIQUVFR0b//+79ns9lDhw51dHT4/f7BwUEsYjzPFxYWPvzww8uXL//Nb36DbCSMCnSvXNQynD59OsdxL7/88rFjxwYHB1EfAj2Gc+mSJUvmz5//4IMPqtVqt9ttJCorK4P0Gj+s1FgegeXt02/XE/wiSWhJoVBYLCYiuuuuuywWy9SpU0eOHOn1eoFv4GLRarXV1dWLFi0aOXJkQUFBZWUlllFs//ANEFFdXd3KlStjsdjIkSPpn09D5oeIoBI5a9asmpqaCRMmnDlzZnBw0Ol0ggHd3NxsNBpnzJgxceJElUrl9fqljC5EnR588EGZTDZx4kSLxQLMB2GCnKhjiVXs4YcfzmQyY8eOVSgUCInmJKUhdTpdZWXlzJkzy8vLx4wZQ6dOmM1GABEcIh988EGtVov6P3CkgfVy3333aTQakNWYnx/dgh2lsbHxkUceUavVpaWldOIYAoVEZCZSKBThcLi+vv6pp55avnz54OAgWFYOh2PEiBEOh6O2thYV6JhLUiVW466pqWlubn700UcNBkNBQcGECRPoq192uVzQ5sB2RSLvjVF/eFEfhIgee+yxZDLZ0tJC//0rxH1IVKBobm5esWIF9BccDgc2KjD9SXQS4Iwupf2hn1ms1uVyqdXqxx//4siRIxcsWNDe3u50OoGEGhsbx4wZM378+KqqqsLCwt7eXsajwvUNBoPBYPjud7+7dOnSffv2JRKJw4cPcxxXUFBQWFg4atSokSNHjh07tqqqCul4JLKUiKi2tvbRRx+dMWNGa2trR0fHsWPHWHLumDFjpk6dOnbs2OLiYghTkag7ZTQa77zzzhkzZuzbt+/cuXPd3d3Y42UyWWlp6fTp05uamqqrq4uKiuDZtdlsiD6vXLlSrVbPmTOHfvlzYHeVSoXUigcffLCwsLC+vn7cuHE6ne7MmTPnz5+/cOFCb2+vxWKpq6vDmJ82bZrJZPJ6vYxNiAPGF77whWAwWFNTQwf2GQwGn88nHl2iNptt+fLldXV1x44d6+jo6OzsBFbjOK68vHz27NnoW6a6dy1TSMpAEZHH4xk7dqxWq500adKOHTu6urqcTmckEjGZTIWFhQ0NDSNHjqyrq5s0aRIrv4iUVRRWb25u9vv9J0+ejEQiFoulsrJy6tSpEyZMqKurSyaTDz30kMvlmjlzJm3ciCwN9Py9996byWRaWloQYZRdqSoH7/KyZctGjBgB9ieJ0mjhcHhIeo3UoPyHBUEmk02ePLmysrK7u1upVJaWlo4fPx6MKGA49BKANQ6Kcrn8ySefXLJkye7du9vb20GKl8lkI0aMqKmpGTt2bH19fXV1NUhagqjaGo1GDUSjR49+5JFHmpqasJr5fD6tVltVVdXQ0DBixIibb755YGDgtttuq6ysrK2tpRPHQOfAiZEVtYQOHBYr9EkikTAYDP/2b/92/vz5Dz74oK2tDco1ZrO5oqJiwoQJd9xxh0wmmzRpEsdxLpdrxowZGC1MUs7pdFqt1nvuWVVRUXHq1KlLly719vYiG8ZoNMKdPGrUqLlz50KOEadEj8eDFGMWUmdHrw8ZWnnL26fE/uwjVRCI44jnLzPcmWeYG6aW+eGnFvYnBJJw4LYX2P7kDQ4GQgqFwmC8JnXjj5qzf0Cv15stH0a/hUUjsU9wo0GXGz8IglBcUiT9k2tgEAfBsvLSj3vZAadLEAS/3z923Bi/L2AymXA2VSrlXq8/nU7jWA+HBM/zHR0dv/3tb3/3u98plcoXX3xxwYIFMrE2ETxVOMErlcqy8lJn/wDeIIuBsrAjMxymK6sqpK3q6uzWaDRDHvNa5h70SA/BJCkpqNFo2traps9okXHykSNH/uY3v5k7d3YwGBYEwefzIe/SYDDY7XbUcobbA3GWouJCZ/9AaVnJx+1SWF9vP8dxn+CNDLrcRcWFH/db6IQhX/R5/YKYgvAJrskukk6nS0qLh/9So9FYbZZPcE0MZumsZ9Oc/eYjvv0h5hoY/ARf9Li9GJ+f+KYMAQwPpxJRcUlRX28/UlXKy8uz2ezu3bu//vWvnz9/3mq1/uAHP7j11lsBlCORCFvl/jfDj4gGXe5wOFw3auTH/SLWBBLnKQ42mBrsQPKJG+Zxe9FRjsKCT3YFZ/8ADpOMU8u6/ZOx79luyAKa2exl5SBk+FK+0GTe/nR2PXm/GG6TBq28Hp/0N3CHIK8eif1s+YBoNcjaiOXlcrnikiL3oAeFgBKJRC6XU2Yy2Ww24nQB5IELj2+Bzg86vMvl0mg04IxnxRLaoNTI02ki6uvtN5lM8XgczqdAICAVp+E4Di1w9g+AwAS3PKNW4PSM9Y4lvXMcFwqFZKIOoUwmC/iDJArTcxwnE5VXA/4gPp/L5aDyD01aMNZDoRAOnSTxFSlyuWw2i0P8a6+9Fg6HS0pKGhsbGxoa/H6/Xq/X6/WRSMTlcmm1WofDAaUfhUKBVFA0KRwOw0VUUFCQEWtAkahtK4ilfgRJvhvzAIFzgxf6P+ApGhUEwT3oYZibiBCNZVJwjIjDXfsswarLwUmpUqlCoQiiMw6HAw42dEVOrCbEoBsaOeB0kSg3ilfJ3FpEFIlEICdLolAn+l+hUMgzmWw229fbz/jLPM8XFBSwUzveOAYAGHKXF3oij9vL8rnQe9AwQ7BMq9W43R5Oogknl8tlPM/zfDgUQc7BZXJVLgd6uF6v93n9aDPDwYKo0ItXADIlNOTkYo0plUpFPE9EA04XplU8HrdYLIlwGL7V7q4ei8XCClWxxGQkeTBfFy8RVclms9c6o0ixCztvkCTpEs4h5NxkMhmpAP3lR8vlMAfFfTSbE7WLVSoVGIQsDi6Ihdsz6TRe3KDLPeRscNV2GgwG9CG6l8/lMOY/3PsFsZLe3l6NRrN//36/35/JZKZOnTp+/Hjkz+LkoxAFAmUyGYYfaw9T10MeEqRQER+UyoJcFieTyYjI2T+A3BccovCK0Z+gVPI8DxYpJrIgCCQJoQ6HyGxeIPIuTQ4lMVKPAh4wrGNYuGKxGCcqLwLkoRsdDgejEpIoyqhUKj0eT0FBQTQajUajcCpHo1GdGJtm3ZLPeczbdWTXDfziJBlzgpj4TRL3hnSnxP6KbYkRgDiJDASWCabZw76OXRNObBbExA6Ej+VyOSb4ifVLdBFd1qdGjUUQ7SH+FIlEcDWp6hUvSl6xvAFpJhEv6ohKD524vlwiap+TFAORXVkuVxApUExTA7AMnwe9LCeqkkr1yRBdevfdd/fu3Ysko7KyslGjRoZCEZ/PF4/Hy8vLdTpNV1fP1q1bz549CxFRu92OdR8anhzHOZ1OgAaVSmUm4jgOBA5pb0vfL9tvGAZC81j+AR4WOyh+MwSIcx/K9mAviOd5ZJXijsFgUNoDDC/KRV1+NvzwdVQRZvK2AAGZTAYIHuw6NoSkBwbGoMLtenp6sK9wYjydsYXYt6R3ZzVYMHJYGq9SrB7N8BP7PAu/SjdL0IkwFAUxiIZ/oTKay+VAtcaoZm1gsAbPAqknQCi2+aXTaVYtnmWQYOAxbxZai3xDJJp8yFsbbtAcwQjBsQfpgVCYY5wkQYyJB4NBNkHw1IxFjo9hmpOYIStlJUqf+lrtQQ4yAxZA5Ojna31FLpcXFRXp9VqPx9fV1bV9+/be3l6DwTBr1ixkiaYlNSuzYmUOaYgAKwyEwbBuMGEd8PMUovg+W1XA3wLwFcQEcPwXkxQ4ErxSpioiHTmsQ4bjMEFMrGFhU0EQ4Mxmld+kqxZGCHdlmSn8DIUzeM3ZMQA/sGxQrFqg+YJHizcrjQ5/rEGVt7z9Rey6gV8wTnQss/2bwRSS+Io4jgOMYNRpLM1YmNixXiEWugZOYsIWbKXLZrMQPmCgQbp2oElYc7ENY10DXANNlVV4xALBXUkuJiKsWfiB3XqIwhBujc8rxLLH/JUGdo60qey7gAJs3cTixTZgTkxBwEYeCATMRA0NDQcPHjxz5szLL7+sUChmz55ttVohYX/x4sVLly5t27Zt8+bNyBidP3/+mDFjEJTEXpgRi+OybYPt0FKQITU0RqoYjt8zZwyJ4lW4COC1dPn+8DWXCSUgCdRgMGCPASzgRd0g5lxJi5XXpY3BeOM4DiEPhqgUCgUriykFNzmx5jfT/mX3goKaIBErQtYFExNm2xV+MBqN2E0FMYYLORIcBoYAPnYAIPE0IhPz9bD7Sjc/paSmAsNM2M7htZJ6FNgtQHkWBAGoGreQwhfmlWSeOen7YlohHw6ahxv08OSikJ4gerJZMQy8AkGsCIkkRPZfjDGGsElSsgwvAo49NuPYz1IkKjUWimLvkXXUtR4hFotdvHgRVQf27NkDgvncuXOnTp3K8zwo+SwrSIrg8XU0HvMCz8uJQlxsKrHfMwiOp5DCdHyAFRFnzWOfoavBLxo21/CnRCLB+p8BXCZ/KO1PFsKTTn92Qcwstnax4aRSqXDawTGPE9Vq4M9jRnnslbfrx64b+DX8yAXDNsz+K53nWIaQuc1xHCONYennRGcY9mAW4GP+J3Y4JokoNokgj/ntSVzBsfjCIYFtibFWmSuF7YiszSysSVdy4Ni92PNyoso2+y9bJUksaENX1ndjf8IWKMV/vKhPyElyhZRKJVKlZsyY0d7efuDAgfb29h//+McvvvhiY2Oj0WhMpVL9/f19fX2QdrRarYsWLbrllltKSkrgC9HpdKyOZFYsmkSSJVv6LNJ/GczlJWJgnBj0wcNyEh8Aaz/rqw9HYIJYl8nn8wmCEAwGCwsL2aF5iDcIsHLIK8N1ADFVKhX2D5moqZZIJAA4ODF8zB6fbY1DcDwbBuyUj4IKQ56LxBrP0l2WRBcp82+xrzB8RlfbipDBx0uIMjAGl4Fj0PPxeBwPxXqADS0cKmRiRSxBrNwFrw8n1qJgvSpIvJXSY8O1YM21DB5KqZcUTET4ipiXmkRHC2TTadgCwomAlfmh8Rt2PJBJgmgkHpaGG5u/zD4crhFRZ2fnf/3Xf7W2tvb19aGIeH19/f333z927Fi8UKPRCA08QaRYDV8TEB9n4WycTHK5HMYPWwDxFV4MFAyBRHjdGPPMn4prMiLEcASG3pMuWSSOwP+hAYgBepAipEuNtCu4YSAV44c9Lxsz8K6hN3AOkYuZTILE2FfyICxvn367buAXTLoMSU26sg/ZL6VuJI7jEFVh4QaS1HyUHs6wMA1ZHdiRnV2BJHsJtiKc/OB1Y3swL3J36ErsJX0iKWaSiVmZ7Omu+u+QBx/+YRJPmQx6snUTjoohu6NMJuvt7a0luvHGG5VKpdls3rVr18DAgNvtvnTpEuMqEZHBYKioqJgxY8bnP//58ePHgzsiCAIOqVh2mWeIPRR7ruHLLjvRshVcEKnirG2cRPcSewl7HPanq40aIiIm7j9ixAgIbbChIu0cQYwLI2gy/IJmsxlRFfYn+JMQJGXYi4WEpHiRvWjgLeYGAJgQrnQUseGBn5H7JoXOvKiEx0uUvoejUimIJHHMSz/PHpmT+IfYqMbUkI5M/MCCuew1ySTqvrkrVUIEkVvGQBiLLl0r+Dh8hMBsNhu8dDhOIOkVYFFKeJK2UzpySKRDxWIxhokFic9yCMdrOPgYYuAeMZCNbuFE0eCrWiaTOXXqFIRmiouLp0+fPmXKlClTpmi1WjBEMWFlMhlKwrM+JMnsNplMeGt4cXCFymQy8A7Z22SnGubpz0lY6oIgJBIJFIaSi8WpoOeC6MHwpxZE56K0i3ie1+l0eOlsvCEFh3mn2IelDzJkcJII3KWojg0wkgxv/JfFHKSgGbeTrp95y9un064b+MW2RroSwTDqCVtkZWJxa+wfbG+AARxg/2Nl2qTzn52DGVOELXDMvaEQKycOaQ9bO7AKI4gAhr5UB58kyxCWaU40XmQOMe/F8LMd+730RC67kvfAzrskOlfYuimIZRClfcs+DC9CPB6fPn16Q0PDypUrN2/evH///nPnztXU1DgcjsHBQZvNtmTJktmzZzc3N5vNZrlc7vV64ZOAdqtcLjebzWBHsYsPic5IWyuIgT8p7BjiHWG/kaLVa22Kwy0ajQJ1Xexop452mtHyEb84xNibkonycuhSJqVLErwoxV7SruZ5HvXFwRxnz85JPJrSEzzHcSC+MHgBJyvgLBvhrJFyuRxeH2n/4L+MncPuyEAJJwmGymQyhPlY/GsIEmXOJzYUwebmJH6OIROTwQUGAblhnto/aqxoEh5fEATwz1gZ0CFInU1SNoOYn1iK49kpRepEZF9h8HG4SecpO54JotfqqlZdXb1y5cpUKqVQKEaMGNHc3FxbW0ui3J1cLmeede7aZ7ZQKCTlSmI140WRPLYcsVcv9XeCIIExwNZA9u4Qd2YzV2rSJYhdmZNkNvBizBHzIicmkUjXKzbeaNigYncRJGdCQSz4LRNJCOzkwFITpK1iby1vefuU23UjPCGTsLbZFviJM5al5nF7pVQY4UrOh1qtxrqGlU66TgmSwzRba9jKzl3pupdJ+GrSx2eQkST0kWt5iaT7Jfsu29tIAg5Ist0ivsDzPCBpLpeDJx+GhZ5t5DKZ7JOl3H+4uQYGaRifnSSbHMtRHdJLdDXHHmAxMG5OzGCgKyOwQzbRaDQK4W8IBUHKH9wpmRhZFkS2Fkk4PdJ+Rn8iqkJXblrs/bJXxnAM/iv1jUm/RVeGpKVDiP3+qlgTrxIhGEEiBMCJgVrWfoZZSbLtSa9/1dux6w+HX2zassMMPomZwk4pvKSkuhSKDWkbDdvR6RobM13pzB7SfnZl6f7NhtyQv5I4JXmR8Ac0/CGU86u2Z/h6xYnktiGASRCFJ656nQ83j9s75FJSmCh9uiEnnCEPy34pdRcJEu4gQ6syCauSJB3ORprUt411g32SBXOHYGvp0sQc2ySZ12iAXExnYUiRTSUEE5DsCawpzfwgyWj/uLCe9cyQpuaFJ/L257PrBn7l7U9rQ4JQbPFCQTeEJpl/JZPJIOOPnTjhswFPCOQbKGRK3Tl0ZT7mh9sf3cY+fFce8i0pumVBpavCVsbB4q70NAwnhn/EBuTtL2KCIGBXZumQGKVyuRxkRJC0kskk6sTT1QhGMJkkbUIa0h2O3jhJ7PuqQE36S/we8US0Fp4qJNJKx7l0fOK/OUmaJwYnJzq0uCtJbJ8MduQNlodfefu/tOsm+Ji3P60NcaiwuACCXCQ6P0hckiKRCKuBTSJ643k+lUqBX5JIJJjEBsvg++g2BNZwktDbxwLl0mM6+yL2Xan3hX1ANoxSRlfDgnn7lJsUjpDIKGCAjMmXQFB3SJiYXYGIhhQEk6Iudlb534wTliELnTDckVXNGn5BJBGzQCSbpwxyCWIaCn1SrdG85S1vfxHLw6+/UpNyxYYYozSx3CuEZngxgYC5ixAExM6BBE8mi/pxd6Yh8Gs49vqIIGx4hIVFTIY7FUiikUZ51HWdG3NOANzgJMDUp5gYGMLH0i8yOPUhBljGorr8sBSfj95IdrxhRLHhweWrXjYnCvVJI9rScCFjR+Utb3n79FsefuXtCpOLxkgYWNbZxsPIIiRRrMUHGKtJSon9BHZVKMZ9tGTyIREi/MDzPKpTs7QvmUR9WyYRnpBeJG/Xl7EQoSDK8yJOBOVhpCQj9qdWq5lzS5BwPUnMlBw+fnDxIbT9jxhYl5rsyjRMNhSHc+Bg4ETCVcaAGo49LH+CPhqCzFve8vapsjz8+is1/moSkSxwI1V8gBuMhV0Q1pGmQTBhM+jma7Vak8mEDLVPYFL31ZA/fZStTvosUrcWdi/WbGlyvjSixG6aj+NcpyaFI/yVYh/S6GFOoglMV0J8aeYNO2ZIMwqFKxlXH6t50huxo4tMkvNLw9xgTLye6eMwNMZqHqAZeddX3vJ2HVkefv2V2hBPD1vxWTiDMaXwX+FKQjHbMBQKRSwWEwQB9apTqVQikYB80cdqj3Rjk97rI8Ych1yHrqQwcxLBBSZTiV0NYmDMw5HfwK5TY74oaQhSqlzKikLCNcuC5tJBIhOL2NCV+bZSeCSdC58Ao0uHJbs4XftowcT2QKlEy1mGJi9KlgxPvM1b3vL2Kbc8/MrbFcb2IbYxSLeH4Q4zIgLBmYiQZZbL5WKx2CeAXwx7cVfy7off8UOMxXSG/579ibkuWCOlri9OIvyRt+vFBDGLQhB1Q3K5HPJCUDoJsBs0fGm6K4ngewgeEq7kOA7RNPn/2/vvOL2qcu8fv/a+e6/TW3ojpBfSSCgGEQwQEEHhgIiiR1AUAfER+B3Pj8cDHs5RNIA80kFAIEBCh/QCpEAgdSaZTK/33L3X/f3jw15nZyZBkTAQz/V++fI1ubnLLmuv9VlXVdQCIp82D+6ohTD+zs+W1FYcsixDTQ7ygbL/kWFOIFh+/S9l0MZdiA8hOxRNsWkwKOoFfxcKBZfLJctyMBjs6uoyGo0VFRUjRzZ0d/d+2kMapL3+zmCvQSiakB3xPaQue6hQj5oaKCkEJ6mi6fskKoAzJxCKpvabiKbK5/Mo6R6LxYT88vl8MPGK8suKplSVzWbTRjcKKSarkKZ2/D9wnFqvvfi2klqVfuiAR1oxEghQ0R7lJ8xmM14saWr2frZLyDDMsHLiya9BdhF0xUbjWJT50ev14g+E+Ah/E+Jqj+pcg99BkiTEusIHYTKZ0FtNp+nlJ34XRe3FJhj/Fb81KJBWGRKlK8SBTm1LrHV2wDCjHIn4r+K3SNNTCLnrYkXxl/k+j4vf090reorjGhYKBVyiuvraOs07qz/Dr7Qcbq2vr9fpP7Vnp6e7VyxjYskkomKxmE6nR48ZNfQjriGvRMJR9A+W1dYIWPBKpRLGldZASJpiucizE2MAHYKRagcRgL6N6Iap0+m0hTzE35/TjQv0D4hrIkYOqWpbJLeKnlriMdFWyh2qv4eCLxS9CLVNI4jIaDSiBBesUNlsdmj1c+0DLmSKtgooXv9UJZc9mr9DwTAuAsxgsN0Wi0W0dcpkMqhSgW5IuE04VCLyeDwYBqLKHdIqURLPZrNhFkKtZu0IIdWuJrJxxbSjDb2nIQoslUpZLD7pUpIAAHEYSURBVBar1YruRqIbYzAYxOgyGo2otId6wtotBx1pM9ba80gdt0SE/lo4BcxpyBsVhVUVNZNUFHDW3iOcgjKkKQV+KJ1OozqgoklHxVkM1ZraCZOOtLjrdLpoNOp0OsUrkUgEfetxQXDXkGChnTzF03rUy8swXyAnjPzSWuy18RMOhyORSKRSKfHAo8+Ptn8IZlghm5QjewCLRRrTkGidQWr/Vzpyz4qlJZVKQdtp51bx2A86eK1FR7yCFzF3oI2MCOAolUp4/ViB4UNxu935fD6TyYhuIeFQBMdJmnwrcTHFwob1b9CGXtiQJLX/Uj6fr6gsl2UZi7SYwcvKyvL5/EsvvfQvREaDqVgsXn755dddd93o0aPFZl3S1GQSv4hKFiJ+WbTLrKquNJlMqVTKQVRVWR2NRhcuXPi73/0OvcDRfgSaRlwrRVF0Ol1lVYXVasXrpGkkQGojFyJqbWkrKyuTZbmxsfGZZ555/vnn+/r64vG4LMs+n+/WW2+99rofkVonbFC8NkQYBklJ7Z8jLpH2qoqAaFltNoUqaHAYocym6IWnrR6Oo+3s6EILP0mSYPNQNE1vBul4SRPErb25woAnqc0hxCMjwobE7yqKIloji5r14jaJLxffIB3NMCmpsYDYDIhmhehQLu7X0OcCPyfEHy6yGJO4yCJlVftbA4GgeFs+n4euxW85HI5UKpXL5Ww22+7du++6665169bV1dUdaNxf1PTh1j4I+CqbzZZKpVDBrqKiwuGw53J5vV4fi8Xi8Xg8HjeZTFj1RY9qMZMIHSB6fWqFDlyHGPNo6ERERbU5pmjxPgi73Z5KpdC7AvreZDLZbDaUQcbYwMiE+LBYLHSkDZjUmrRi3Ip5zGAwpNNpNJgX3cYgSSVNmid2XLlcDi3YcUOJCOpTm6aj7V6Ke1dZWZnJZMTXiqLNQzvqakeFdpDjFNLptMvlQugbBonX60UMnNgqDGpyL+Tg37NtYJjh54SRX0dFUZRoNIpJB0tvJpPBvlP0IBu0HGL6Ew+/mKHEiog1AH8jdoRU+YWZCzZ/KDyt10DbZuSoD7lWQZI6YWHPinBasfhpTQ7aqBTt92i/VpKkYDCISQeGFiJKp9P5fB7FmjExKRofSklNpM9kMtrXMT9KaryLmN/xW7CRiBWrVCrF43Gz2Yw5ESIjHA5jTS0e2fFNUkObxXwtxA2WLtGkWZZlrCKRSCSTySSTScyquMgoXAknEal90PGdWB7wZvyBWuF6vb62tpaInE6noijBYPDFF1984YUXDh48SEQOh8NkMpWXl+MLcWfFhZU1NdDhxtJqWVkN54/H4xaLBWeNKy9JktVqLak1L/AK7p3D4cA6CjUm1BLkPmSEkC9ms9lgMKRSKfGjWsUv5NdQI4SsiYUSwnpQaLn4W/SKJjXcG6dstVqFehY/qv1CsaRpB78o5FFUu85LmqRCMYZlWU4mkwaDwWQyYY3HkINCRfNBPKq4gLgveDMRwbQGqWqxWNDoPa8CeeHxuMxmcywWS6VSoVAIlxdvU9T6FEJQ4t6ZTCafzwfb2N69+1KpVFlZmd1udzgcyWQylUrZ7XZFUbCxgRDBlgBjGA+FkOliw6btxp1MJoUpCKcvLpF4roV0wzURG4l0Ot3d3Y2POBwOPCm45pCtdOR+T9GkJ4vZTExoHo9HXDRJ7TYLe57ZbMZFTiaT+GlIWzzssizDjiXupnaLJTwGgUBAPCNiNsPFGTpJiiumnevE8LbZbJFIBPkHmUzGYrFAmGKwiUK70I5ixqNP03uDYYaTE0Z+yZoeZ9p9sFiG0bgDe0RFUfA62vHSkVGr2EKVNH338HCKVU0saeLniEgYJIShSGQkSWpyuHKkeV+7WR9knBB/Y1kVilBkNnk8nqKKookWVzR2Ke0fLpdLLL04ZczsOHgcpPhR/IElHypqkBkM06VQMBAxRASvGY6zqHZ6zufz6BkMG9Ls2bNtNhsWS+3ajKstQoZxqFhX4PoRMi6ZTHo8Hj2R1+sNBoNYYPDTcI6USiVcNyFYMbmjuiapKkHIPr1e39fX5yTC4tfS0rJ69erGxkaHw/GVr3xl+fLlEydONJvNWL36+/uFtxprjKJ6Eo1GIywfuIDCqpHJZKB6xUfE3xiTuIaQMqImrRBYkiZgnIhEG0qhm8UWQoxMoWsltU2kdsjh+LWvCJ1hMpmEiCGNr1AYevFVYn+CVXnoT2uHnxbt6BKP1aBnijSKvKysDGILFiComVKp5Ha7sc/B9gDSAS6/RCIRiURcRLDZ5PN5mHCgwEQR4Ewmk8vlIJWcTqfZbHa73RToQ8Wsotq2QdhLcDXwPT6/F8fpPnIW0joxgwMhPCnpdBq3CVs4h8MB67U4R/wQxCIurMViEbugQqEgtnla8NlcLud0OvP5fCKRgGPaQ1RLR8epNlcV40E6slK/tpE2XolGoxj5sAhirPb39wv7HD5iMplw5GLY4JSLahkabaqNGBt4XUhP3GU8ICVNrIUYpYqmR6d28sR7otEoup8pihKJRGKxmKIoQqBj5wZHh0hrFWd6jAvGMF8kJ4z8GopYV4gon88jRAPGpEAgAJsB5gixYMDDhUkEa2ShUEilUplMxuPxYMbEPAj1gPkIegjdhcVviQ0rqasmDO8ocKBdb7S7rqEiDLYWACVhNpsRY6ForC/iI/KRGeZijyv+HzMj/oBVBt3lRGtkKMVCoYAfEg5TnCbqUoq5TFYbcsuqN9Zms4mNPuZKWZbnzp1LRHfeeafD4Vi8eDEWDK0sEKcjDl4oTpxCKBRyuVy4+FgnTES5XE4szNj1Qg0Qkd1u1y7buDW5XG7QTldYqrCVJ7VkZTgcJqIpU6b88Ic/nDt3LqZvhOHr9Xqv1yu8fpLaYg9AuCtqtUzxW7Iso6upyWRyu91GoxHOL0VRMGAkSTKbzZIkpVKpRCJhs9lEvBe+ltQ4MNH1WVK90sjdE6cjFtSSpg8BEeHGYXmTjjSlaG8i/Iza3xWdBIX1UaeWVsdd1mn6MStqeVLSqCjhaxMOKfEp8btA+2goioKqJcKihssLRTvIi4TbDbUknF9YaKEJdGpVEZgb0fkKBlQIfdRfLanpisqR1jj80+/3Y7qIReNr1qz5+c9/fvjw4YULF956662LFy/OZrN9fX0Oh6OyqkIcs/Y5zeVy8XhcCGhMMpJq+dNuWsRFwMOIQ9LKaCGYIBbxwVw2v3v37ttuu+3VV1+tqqq69dZbL7vsMr1eH41GiaiyqkK7h9TOPAhHwwUUmyscibZgsqzG9SM+T7vnET5Ep9MJ+ZhOp8VWTTzUwpUM+VteXh6PxyORCG6TiAiU1fwG7ZSIcSV2NaTZtuHCwnKp1+ttNlsikYDTA6MOzxrGcDqdrqioKGk6vos7peOsGuZLwwkjv441raTTaavViqcRFcyNRqPVasW8rJ1n8Smn05lMJmOxGHQSJhqXy4W5iYjwKa1lS+xTsU6YTCbMR0QEYxXC//HmkpqIREcL+dIiqf4O+ExhnxCbNsQ0iI2jVqKVjky5wlEFAgEYD/RqK18cM2Kzstkspk5Jjc/AD2WzWeGew4UVMcVQacIqhsVGrCX4CCRUOp3OZrM2oiuuuAK/jmVV0njHxDHjiolZW1xeTJo6nc5NBF8SqWWNhEUElzGdTmN6hcdH1nQ+TqVSVqtVGOqE/svlcg6Hg1SHbGtra39/PxHV19cjdjAajbpcLp/Phx/q6+sTMlf8oSgK1huxVuEUcIngBLHZbJIk4YKUSiWYXiwWC6LZIpEIPoUFDLJAyEqxTmBkCued1pEn7JRClGgNfpLGIqX1vJBGLQlHLTQl9BY0lqRmdWhHrPg57XMnvl+7duKQhNUEV6aggnWXNMoDSyOsTRaLpVQqpdNpPLZGozESiZhMJqvVCnsGfF44crvdbrVacRgIdoQJBIofXjPI0Hw+7/f7nU4nPIm4UBaLJRaLaXcs4v4SEdyCPqJisQgpALcXrHHwKiJMCmY5XBa8DT41nK/FYsGAKan+RwSNKYoinnc83RhFwiksLjKusPBE40fxKVmWLRYLBjbCXmGBqzwyo3nQDSIis9msHVoIe8A34EUEveHBxHwiNLHRaPT7/cFgMJ1OJxIJRVFwg2S18xjmGUVtUwaDGaYXm82GgYFdzdBpQQxgsWHW6lpJtbrZbLZwOJzL5RD4hbsAbS0yXXCd0btW0fgNtFeGYb4MnDDyS9IYe7TYbDax18/lcul02mKxuN3uZDJpt9t1Oh0e+FQqJTZGZrO5qqpKmKkhQbAO4fkX5vFSqRQKhTC5Y3qCGsDyAIkAPaGohdTFlDfI/CBeFOAVCCa73Q4rPfb9Il+MNHOodgbRGgwk1fkoXKJYayEiTSaTmNaFaBAmIuF7gjEPawNkDZSKiKUVweOY74TIw/txVGVlvmw239nZmUgkqqqqtOeOnzMYDJWV5cWikkgkhOCAksPFhH0CV1JWFxtFDVc3Go3YdhsMhkAgAPGHBQzn6PV6IcFxZ0nN24fRjojsdjvOHerHaDT6fL6qqgqn05lOpyORiI2oVCp5PJ5oNIo7grUE3yMiwHDpoAlE0AycXzha3AW73R4Oh/E34sbgvoQZUqfpmqzXJMxCjkAxiCglyKyC2i5aVsO8oPywARDBPXTk0otLiqP1eDx6tdwoVne8GeMZckcoFaG5xc+R2pYqr7ZUVzT+R1mWEYIpYpXEWl5Ui5hol95SqQTJCwcc8iocDofdbjWond1FNonFYkGOcywW6+/vtxM5HA6XyxWNRkOhUH19PQSQxWKx2+3xeBxqQOhOUuO0IDgwkCSNmwzvgZsSEwt2WTh4l8uFSQChWngWYOwsFArYEsCBLmKktJdd/ASEGsIEhaFdhLXp1M6kQoLAhC8ekFKp5HA4ysrK0um0w+FADD4uWiQS+YT5E4eK2QADSfvsY9MFkxVufTgcliQJu1N8BHszTDIY9tgiIjjM4/HgLMSeR6+2KYMjQq/XC/uliJfXTm7CyqWdMEtqjAceAUVtmo6QQUV1p4oNm7qjNnV0dIrpRWsRH7qCMMwXxYkkv5QjSzqB9vZ2TI7l5eV1dXXpdLqpqenw4cMIpvZ4PFjJsDDY7faBgYFwONzS0hIKhbLZrNPprKurq6ioEFHbcBVho4agb8i7VCoVCASCwWA2m5Ukqaamxu/3W61W8ZArqlGdjmbuEquU1n8kSVIgEAiHwwMDAzADlJWVlZeXIwe+pMaFKKqrS3/sWqao/gCBgl/fv39/b28vooY9Hg8CzLPZbCwWS6fTWHpxcbDHDYVCgUAAe1xs08UKqigKwm9lWYZvxe12Yx7E1cBF2Lr1Xa/X63a7cVnE3KqopbaMRuP27TsTiQTKYNrtdqfT6XK57HY7PGJY1CG/DEQmkykajUqShEURlgmn02m32+FMSSaTuCNGo9GjJkBAxeY1ZUQQ7kNELS0tFoulr68P03osFuvt7XU4HLFYrFgswkImSVI4HEYxs2w2G41GkVobDofD4fDo0aNdLpfX68VKJhxkqVQKWSA2mw1XO5fLxWKxTCYTDofhFvf5fFarNZFIHDx4UCzVGGBWqxWucCKKRqNNTU2hUAjfVlVVhZsICwd0Oe4Orn8ikchmsxaLBbY3nJqwCOIWwHeTSCRMJhPC72DAwPVJp9OxWIzUHgYDAwOBQAD2gzlz5iiql19rEtapBVNI3RhApfX29gaDwf7+fqhbj8dTVlbmdrvFUywWQqy+jY2NkKS4rdlstqenB1fA4/Hg3EX4f6FQ6OnpwSAnooGBATzXI0eOzOVyvb29oVBoYGDA5/NZLJbq6mqHwwGLTiqVErIJ0wXkkdgICVsL7OJlRIcPHw4EAriSqVTq0KFDdrs9Foth7R9JJMsyEn1sNhsiTQ0GQ19fX3NzczwedzqdPp+vsrLS5XLBGA+ZYrPZYD0qqBVzRDjjIAsNjqq9vR07tEwmYyHq6emJxWLhcBgDL5VKHT58GHZWfKp0ZFqGANoIIxn1U5xOp9PphDRsbW09fPhwJpOprq6urq62WCzl5eXBYDCTyTgcDofD0dPT89FHHw0MDEiSNGbMmJEjR9pstng8DpUGfabT6bDjhd0RvxWLxeD/xXOBu4wLQkP2lmJu1Gp0DLyenh5EfXm9XlmWQ6GQz+fD/CC8n/Bylkoli8VSW1sLLShEHmJ/P2EKZZhh5oQZizA8wCiFjXJdXZ3BqB8UhWoj8hPNOPb3HCtq1ab+0dnRFY/HJ06a8Pd/VksoGBY7e/GionZ9zmaz1TVV2ve7/47v7Ovtl1T/I2IyICaw6CLyo2FE/aBPLVy04G9+cyqZDoVC+Xw+FotNmDj+KHWxVMqIiMjr83g1Lwb6B2S1ZgcR3XLLLUaj8Tvf+c7y5cuj0SgseYiP1uv177///ttvv71jx45YLBYKhUwmk9/vt1gsEyZMWLJkyYQJE2pqagKBAKnFDohI1DoKh8Mej8fr9fb19XV2dk6YMEGn061fv37r1q3vv/++wWD4yle+MoUIJZcgDoQyNhgMPp8PwTG/+tWvCoXCgQMHstmszWbbsWPH7bffXlZWFo1Ga2pqrrzyyhqiuvraoSf+N3nrzbe/svTMY103LWaiT65YNWr0yKPeCMuR/8ykswMDA52dndNnTPubh1ddUzWoEtsnlBerOfKfsWi8WCz29/dXVlYSUSAQgCnRbDYnEolBl8tFNOJvHUxba3uxWKyvr9cbdIOeKbt6YLOO8dkyouZDh2G0g+XP5XIdOHDgjTfeWLduHZZ8m82mKMrkyZO/9rWvLVmypLy8HOIDEtNisQSDQfjFdGq6CRZ7u91eKBTefffdc4huvvlm2NWKxWJLS8tdd90Ft6PBYPjWt741koiIRo0eOejwHERjjnbYNs3fezZvXbBw/qA3/M0iZoipv/LKKysrKzdu3IiN0P333//2228jAGDevHm/IkI+oDCeQbphW4htxvgJ4456VScNedGh+bueaPD8QmRX/wgOhCRJEvkK4O+vX9fT3Yt8UtwRqEOYMLHHq2+oqzvyIxXqH9q6fdprGOgfgDiGlVHsEAZFbjDMF8gJ4w6XNZ1A4LvBZKqT9X5f2Q0/+/nbb62ZO+cUiWSJZL3OIJEsSzqT0Tx71pzf/ffvi4XS/n0HTj/tDKfDhffgfyaj2W5zzJ4159FHHuvr7Sci2PaJqLenLxyKvLDyxSv+5cq62nqT0az9oESy31d2xulnrvjjvaFgOJvJNR5oIiJEIShDUiBltdYDEQX6B+78j7vOW3a+2WTB0YoDliWdw+6cNnX6L26+Zc/uvaFgmFT9IYI/JDVoV692r8PFiUZiT/3l6fPPu6C+roGI8IUSyQa9USJ5wviJv/m//7F3z76bbrxZInnkiFGkJi7IsgzjlkTy6FFjfv+7e1LJdH9fIBQMDwSCrS1twYFQIp4koj/+YUVlRRW+jYjg58VmlIg2b968devW1tbWaDQKw0xZWZlOp4tGo4899ti//du/3XHHHRs3bnznnXcaGxv379+/du3aV1555YknnvjVr361cuXK3t7e+vpaIjKbzRaLiYisVivC1SG7Q6GQxWKBqXLHjh2PPPLIb3/72zVr1iQSifLychyPcK2SagyDZxmGpZdffvmtt97q6upKp9PJZLK3t3ft2rXPPPPM66+//uqrr3Z1dWGw5XOFzZu23HzTL06aNFmME6PBZLXY8M+G+hHnnvP13/3370PBcCQcJaJgMEhERoPJZDTffNMvQsFwPJbo7ekLBcP9fYHenr7DzS3RSGz/vgOXX/YvuCOXX/Yv4uc62jv/dP8DXz3rbCIyGc0YGBLJRoMJf8yZPffmm37x0Ye7+3r7w6EIEQUCAb/f39nZiRs3omHk6lUvKyWlt6cPQ3cgEAwOhHq6e4notltv93p8EslfPevsd995LxyKBPoH0qnMju07cVIzZ8x69JHH/n+3/1t5WYVEstViMxnNVotNPHSkBq0Lt+DAwABkUDQSe+ThR39wzQ9HjxqjfUAwns0my8gRoy755qUvvbhKKX1s6nA4HHq9jCM36I0XnL/8ow93f+/q7+PxtJitGLr4X31dw09+fH17Wwceh4qKCvyuy+Wqrq7etGnTHXfccdddd61fv3737t179+7dunXrO++889hjj91yyy2rV6/u7Oz0+/0iKRI2PxrS2ZrUTOSWlhYiWrVq1YYNG5BeFwqFNm/evGHDhhdffPGNN97o6+sjItjPSkVly+atN/78pmlTp1vMVpwO7hpOf/GpS7539ffXvL02ncoEB0JEVF1djRM3myyVFVWrV73c19sfCUcD/QNtre1dnd1dnd2rV708omGkTtZLJP/2rv8koj179hDRli1bXn/9dbjwkslkU1PTG2+88fzzz7/66qs47KKaeysyebPZLKxucODip60W20+v/9kbr7952pLTxcyGm2W3OcaMHrvij/eSohw62HzRhd/AaHQ53XgQMCxPmTvv97+7B6ML9TiIqLurB7PQd6686qRJkzGt6XUGMYx9Xv+yr5/3///3O/bu2ZfL5qEpEeyP9BRYrHGnZLU5ARGdPHkKnrurvvPd3p6+XDbf2tJ2sOnQwaZDpCg7tu/8zpVX4bGaNXM2qdXjkGKlDTf8DEsQwxxnThjrl6yW8kJoBanRxPijra3t7rvv3rVr17x58+CweOeddyKRSGdn586dOxEcsGfPnnXr1jU0NCxZssTtdmNTe+jQoUAg8MEHHzz66KNTpkypICoWi6JU6bp1637729/u2LGjUChUV1dPmTKlrq6uVCr19PQ0NTU1NzevXbu2v7/faDRecMEFsA0gdAzg8CCVMC2iwfPTTz99//33B4NBt9vtcrlOPvlkpNolEom9e/fu37//ww8/DIVCTqfziiuuIDUCHasgvqek1sLANcGl2LNnz3PPPbdly5aBgQEimjFjRm1trdlstlqtUDwPPPCALMttbW1EhCw/m82WTCYR+YSjDYVCiOsSsVmKoiDMxU5UWVlZWVmJQHVSdSH8faRmrjmdTr/ff+jQIYvFYrfb+vr6Nm7c+Pjjj2/btk2v15eXl5988sk+nw+uwwMHDjQ2Nvb19UUikWQyee2115YRZTKZbDZvIkIwCtyySLcsLy8vFAo7d+586KGH3nrrLSI6++yzf/SjHy1atIiIkDEgaSLEZTVFAAE9Z5xxhtFoDAQC+/fvTyaT9fX1DQ0NDocjnU5XVlZCwxFRU1PTU0899fLLL3d2dtbW1o4dO7ayshJ+kHQ6vXPnzq6urkAgEAqFFi5cWF1d7SZasmQJqWHdBw8ehExB1wTs6eEm6+vr++CDDwqFwsiRI8866yx64jEiCofDa9euve+++z766CMiqqioGDVqVF1dnaIonZ2dnZ2d3d3d27dvHxgYQGIp8kyj0agsyxh1pO5P8vkCIvZwQ3H3icjlclkslnA47PV6a2pqnE4nCsXBkYdki4ceeuj9999PJBIzZ87EwHA4HLR+raSm95bU3DEE4uRyOQyD7du3P/7445s2bcrn85WVlTNmzMD9VRSlo6Nj9+7dra2tnZ2dsizX1NTMIpJlORaLuVwuo1o/MxwO33nnnS+++KLVap0+fXpdXR0RHThwoL+/v6Ojo7Oz8+mnn54yZcr5559PRAghchFls9ktW7bcfffdGzZsIKLKykq3293Q0FBeXq7X6/ft2/fee+/dfffd8+bNi8Viosy6yCUUjyepXkg8aKiictZZZyUSiaampng87na76+rqxo8f39XV5fP58IZ4PF5O9NFHHz355JMvvfRSd3e3zWb7yle+4nQ6bTZbJpNJp9Nr167dtGnT+++/T0R+vx8DDCXo5s2b984774TD4ccee6yhoWHEiBFIuaipqTp06PBf/vIXPKdXXXXV5ZdfTjf9HAXfFy9eHI/H+/r60FZ1zpw5lZWV+OkpU6aQpv6ONsIBdeNyuZyIyHQ6nY2NjS0tLevXr58yZcrMmTMzmUxra2tzc3N/f39PT88DDzwgSVJjY+PKlSs9Hs+CBQtGjRrV19fX09Nz4MCBRCKxb9++p556atq0aVVE8Izjm9etW/fYY49t3LgxlUqNGDFi3Lhx5eXlVqu1v79/9+7dzc3NL7/88ocffuhyucrKyrClhF0ql8vBNS8KdyESDrP9xRdf3Nvb29fX98orr5x55pnLli2DM8Hn80Wj8X379r300kvw8/7sZz+jb18qzF2D/Muc+ch8eTiR5JfYwWBtw04OXv/t27e3t7dfeuml11xzTW1traIoLS0t+/fvv++++w4cONDe3n7fffft2bNn8uTJt9xyy8yZMxFRfvDgwVWrVq1cuTIUCu3evfvNN9+cTlQqlSBN2tra/vznP7/77rtEdMopp1x66aWLFi3CzjUWi+3cufPJJ59cu3btnj17VqxY4fP5li8/nzSVDpQj06qtVms4HIYIWLVqVSgUisfjp5566k9/+lOIJEQZ79+//8UXX3z++ec7Oztfeumlc845p4Yol8v5fL5YLIbgUxEkBAcK0s2I6Iknnnjrrbfi8Xh5eTn19959991VVVVIrOvu7n7mmWcef/zxBx54QHgDiSiXy6EIAmYluFccDgfiXex2O2KDCoVCKBTyE+VyuUwmg803ESG6GbE7OEf4hWOxGEI9+vr6t23btmLFCqxAF1988bx58+bMmVNRUYGg8v379z/11FOvvfZaf3//X//61xkzZpynOlBMah1XERmDLLD33nvvT3/60zPPPENEZ5xxxjXXXHPqqafieLCBVo7MciA1bpeI7rnnHkmSnn/++Y6Ojmw2e8opp/zgBz+or68PBAIez/8UdXr44Yefe+65/v7+iRMnfvOb35w/fz6CXfR6fVdX165du/7whz/s3bu3ubn5r3/963e/+10iQtxYWVlZPB5vbm7euXPntGnTEEuO5cRut0ej0Xfffbejo0Ov1zc0NJxyyin4uR07djz55JMffvih0WikXPGWW26ZP3++0+mUJCmTyWCBX79+fUtLy3333ZfNZqdOnWokqq6uRhoErrzD4RCVVmBLgOVPUSuKQYZGo9FMJhOPx4PBoDbauqWlpaWlxWg0futb37rssstqa2txr2nhfCxd2tY0kHdIJvASPfvsszt27Mjn82edddY3v/nN6dOne71eHElHR8drr7320ksvNTU1bdiwYeLEibOIzGZzJBLJ5/NGNS57165dGzZsGDdu3O233z5v3jydToemOjt27LjrrrsaGxuDweAbb7xx0kkn+YgQzEdEPT09Tz755KZNm3Q6ncvl+va3v7148eKZM2fCKblz587XXnvtqaee6u/vF7U8SC0qS3RENo8w78myfPLJJxPRn/70p40bN/77v//7wMBAVVXVjTfeeNppp4VCIUVRMFQgbp577rmVK1f29fVVV1d/+9vfXr58OZIbYAAeO3bsfffdVygU1q5dO3Xq1EsuuYSI+vr6aoluvvnmH//4x729vc8999y4ceNuvPFGhORns/lXXnnl6aeflmV5ypQpV155JR5V5Cg8/vjjvb29K1asePTRR30+3ze/+c1ly5YhJtLlctH1P4ZnQOQDidRp5BiZTAZS8x/ffffdVCp19dVXX3jhhdOmTUskEj09PVu2bHnmmWd27dp18ODB22+/PRwOz5gx49prr124cCGyyzs6Ov7617+uXr26p6enra1t27Zti4nC4TDC+5LJ5IMPPrhmzZp8Pj9t2rRrrrlmwYIFFosFUmnnzp1PPPHE22+/3d7e/sQTT9TW1p5xxhmkZi+KzHFFbfuBIE6M8Isuuigajd59992hUOj+++8fM2bMtGnTcNZbtmx58MEHEZ9w7bXXfvWrXyUi5JwqmqooslrBh2G+JJww8ovUBilFtaVJJpMxEOVyub6+PqfTef75599www319fUQHDU1NdOnTz906NChQ4eSyWR3d3ddXd2tt966cOHC8vLy/v5+m802f/58o9HY0tLy6quvOhyO9evX30xkMBjgfFy1ahUsZ3Pnzv3Wt7517rnn+v1+RILX1dVVVVVlMplIJLJ169bGxkbsyZxE0CtAeBsRpSvyxbq6ulwu1+zZs2+88cZTT12EdiYGg8HpdNbX1xuNxu3btx86dGj//v3Nzc1T1dQzOjKbUqShKWoW5GuvvYYOaxdeeCHdt2LhwoWRSMRms8FIU1ZW5vF4HnnkkcOHDxMR9p1Cr8Dgh0hzUYBDlBfPZDLCMiQyuonIbrdht4r/hJ03stmR39fc3PzGG29Ae82ZM+fCCy8866yzwuGw3+9XFGVgYODcc8/1+XxNTU379u07cODAQw89dB4RUiWICPUastlsJBKprq42mUw7dux4+OGHX3zxRUmSLrjggssvv3zu3LnFYjEej7uIfD6fCHwR8bYFtY8hEY0aNUqn0/l8PrzucDhGjBhRXV2t0+k8Ho/IHUPY+KRJky6++OILL7ywpqZGp9Oh2ifev2fPnt27d8disTVr1lx66aWk1lCdPn16Z2dnIBDYvn37ggULksmkKD9bVub76KM9W7ZsQZLBSSedJC7pCy+8gEs0efJken/HN77xDSKKxWI6nW7kyJFjx44dPXq0x+N57bXXuru7t27dumvXrlPVYl0QIig5ZjAYLBYzDAmiESGkBgqTInYQ6aJmsxkx4waDIZvN2u12u91+/vnn33TTTTU1VV1dPXa73eVykFoDD0YIlB9DlqWiKPhnLBarrKysqKg49dRTzznnHAQbwflVX19vtVrb29ubmpqCwWBzczMRISTfarUQUSKRQBTBtGnTbrnllvPPPx9JJCaTqaysbOTIkR0dHffcc08oFFq3bt3y5ctPIUJOKBHt2LEDu6Py8vIf/ehHy5Ytq6mpMZvNvb29drv9rLPOmjdvniRJK1euRKy6KMiCyz5IqWNugdmPiOrq6srKyqBfPR7PuHHjvF4vwgoTiQQReb1eItqwYUNfX5/NZrvwwgvPPffcESNGIN7f7/cT0UUXXdTS0rJp06bDhw+//vrr8+fP96sl6ObOnfvjH//4tttug5X9zDPPnD59us1mW7du3X333Qc78U9+8pMZM2YIQyYR1dTUFItFHGE2m7VarVVVVRh7eGzhrMcJCpUJ9SwMfplMpqenx+FwXHDBBTfccENNTQ1C4xctWjB+/PhEItHS0gLnckNDw09+8pNFixaNGFGfSmWMRuPYsaNNJlNHR0d3d3c8Ht+wYcONRCLdZ/369evXr4f2uvzyy88880xsEhRF8fl8DocDm8y33npr27Ztb7755sknn+xUHze73Z7JZLCRExmU8LF6iXw+3znnnPPaa6/t27dvx44db775ZmVlJVphvvTSS5s2bSKiWbNmLVy4EOZeUY0F84DMVSeYLx8nzKBEAiACOGS1bg2pmqyiouIXv/jFhAkT8DoS4vx+79KlSzGhJJPJs88+++KLL0K6UD6fD4VChUJh2rRpU6dOJaJIJIJZFVlLRLRmzRoUH/r617++fPlyLO3YVqKA07Jly8477zxoNXgM6UjrF2nynJEcjv/017/+9cEHH1yxYsXYsWNDoTCMbZjWjUbjzJkz58+fD5UJqQS3kdPpLGlqncMRiSoAmKC7u7utVuvcuXN/9KMfEVEgEEgmkyiWGAqFqqurf/rTny5evFgcDxEZDAaHwyFKnEtq+X6dTkJGvYhdxUEimFfclFgsrqi1uXFgDofDbrej93AymQyFQlu3bsUNuuqqq04//XRxwKFQKJVKWa3mGTNmXHHFFRMnTjzppJOwEovSSqSWX/J6vVarZc+ePffcc8+TTz6ZzWbPPPPMyy67bPHixRaLBcWKiAhBOQKR/0XqohsMBuGHwpWEZzMWi5VKJZhb8MGrr7569erVDz74ICKd8TaE8OdyObfb/fWvfx3+2UgkAlcvVsRp06Yhd2/r1q3oEggDoZDdjY2Nsix7vd4rrrhCRAHDCaXX68855xxSsxT9fr/f7w+FQqFQaOzYsZdffvmYMWMkSdq/f/+WLVswYpG6K04WqlhkRMIPiwcEFQRwK7PZLNQYqrFA3Eej0X/5l3+56aabfD5fS0sbnqympkOkqmqYIkjVXhgbuE033XTT/fff//TTT//kJz9B1hs2SHBMT548+bTTTsP34AapFVJKpErt8vLyK6644rzzzoMdDtVh9u7dazKZLrvsstmzZxMR8gxw13BSW7duxQMyduzYc889F35YLOGw/6XT6X/913+dMmWKtsiZ2MzQkQoMw1vUJwsGg6lUCtYjOGf7+/sxaLNqN24i2r17t8lkOvvssy+77LKpU6fm8/lwOIxEy2KxOHXq1B//+McwXG3fvn3dunWkyUX92te+dtppp2Wz2Xfeeee+++6TJCmRSPzlL39pbm4uKytbvnz5hRdeiAJ14oFFgi18vrjOsVgMo1rsoIpqeT9t4UM6siSYLMtjxoy57rrrIImSyWQikYjHk16vd9GiRQsWLEin0zabbenSpRdddJEsy729/YFAIJPJ9Pb2T5s2bc6cObj13d3dRIRcByJ6+OGHE4mE3W4/55xzLr744rKyMqQ5J5PJcDjscDiWLl26dOlSKNf3338fclxS66LhzsLAjyfXoLbCNBgM06ZNu+GGGxAI8Ze//GXTpk1er3fDhg0vvfSSTqcbP3787bffPmbMGLHdQrWLQcmkxDBfGk4Y+SWc94pafAvuJEysqJmJzH+RJJhKfVx7mogMBsPIkSNjsQQRoca9qN1VVlaGUu/iC7GnDwaDuVyuurp6xowZNTVV+XzeZDJVV1d7vV6j0RiPx71e96JFi/x+fz6f7+vrQ+BOQe01Nsj5hT09dFJDQ0N9fX1dXZ2sdslFLQPMLAaDYcyYMUQEow4R4YwQaC/crzq1rY0kSajhTkS5XO6kk05qaGggonw+X15eriiK2+1GZQGPxzNjxgwUTRDVdEqlEmQlESEdXUgxpA5py7TiyosoZqfTQerCQGqxIqSaQ510dXVhhq2srITPt7OzE3UEUOghEonlcrkLL7zw7rvv/v3vf/+zn/2MiOx2O+KycSN8Pp/BYNi+fce99977/PPPl0ql00477YYbbliyZAkKLIlmNbiPwrukU0vGAyJC2QVtcjs22ZAmBbUL0JQpU2pqaurq6ux2u0iLw9Uwm83xeHzUqFE+nw9LBXIqcaizZs0aOXIkEcE84PF4PB6P2+222+3hcHTfvn2HDx8uFosIb+rt7cXPofL7uHHj5syZg7EKV3UwGNSrLYonTJhQV1cnSVJPTw+EvtPpNJlMEH+IcUGJKVQgI7XiEX5ClCyHHDSbzSgvgiuDZ6qurs5qtYpIu2w2KxyyonYXLjUKlyD8i4jq6+snTpw4cuTIgYEBtIXxer0YzwhRmjhxIh4uHC2GFq4YTCNut3vMmDHoFFRRUeF0OlGXBA5QRBqUl5eL1Rq2JWHHXbp0KQKqdDpdPB7HaE8mkyaTaezYsfPnz0dVPNFYqaTpmwTEc5pMJouawvTYkEDZ2O12VMGA5MVDF41GjUbjKaeccvLJJ7tcDvjHTSYTql0Q0Zw5cyZPnuz3+1OpVFNTE6lGKbfbXV1d/bOf/Wzy5MlE9MYbb7z88ssvvPDCa6+9ZrVaR40adf7556MgqjZcCXnfIgADNkuUj8HbRAkxbVUU/KEoCgQ/3Hw4EWy94AKORCIo7CLK2dfV1VksH1eZRnEQ1NXTqeV5IaTQp4uIMDJHjhw5e/bs6upq6D/Mb9ik+XyeqVOnjhw50mQytbe3I74NwxWFi7W1bMR4IyKo3jPPPPOCCy4wGo379+9HruuDDz7Y1tbm8/muu+66UaNGeb1eNHKVNZ0btAqbYb48nDDyC1MAHk5hvQBer3fUqFF6vb66uhIPOSZBq9WMvZ3FYvH7/dXV1YqiWK3WSCSiKArqLordLbrEEFFVVZXWrobYhc7Obqixjo6OpqYm5M3t3r3XbDbX1NSUSqXe3l4sBsfKfIRLSFSzHDNmDHQDonSbmppaW1thEzp8+HBvby8qd4sCEy6XS3j9kIAmUikVRRFGo+rq6nnz5sFPAdsJ6nSj/lk8Hh87duy4ceMwg+MjerWLNql5A6lUqlD4n6ruRIT6Z6QKLLEg5fMft9EU20roG5T/SafT+/fvVxTF5XLNmzdv/PjxKPuJaHTEKqE9i9vtnj9//sSJE2EmCQQChcLHsWVEFAwGN2/evGLFiqefftpisVx55ZU/+clPpk+fXiwW29vbURAcx2M2m8WmX1z5kqbZC15BYVtSo4gKhUIikRC2SSLq7OxUFEUMDAwVfCoej+/fv7+lpQVrGIpPitECG57RaDx06NDWrVtR4QlROC0tLQcPHiwWix6P5/zzz4ejGT83MDCgKMq8efNgv0FbFZRHkiQJitzv90+ZMgWOFaziqBQvygWLwYwTlOUjmi9JapchVKiCWxb2OVwZp9M5atQoeHMwfkKhED6urZgFLZ5IJGAdgaBJp9Ner9fjcWErkslkurq6ent7YR1sb29HYqxB7Q1lMplcLhe+E4VeXS4XUg2wWuMjqPNkt9vHjRuHJ06U0sVnOzs7fT6fz+cbO3Ysmj/ioUCbAVwQRVGmTp1aU1NDmv7iombsIBRFQTwl/ilKtup0OnRxKBQK8Xgc34OtEeSLzWYLBoPd3b2ZTGZgYAAe1VKp1NfXBxcexlhHR4cY1cglmjBhwve+9z1Edv77v//7Aw880N/fb7fbr7/+enjVRXn3klpuFyXdSa1Vi8CpYrEonI8wKOI5xXSE8V8qlTAcMLHU1NRUVlbCNIvGIZA7Ho8HI8fv97tcrnA4Kvp6BQIBl8tlsZi8Xi+8tLhWNTU1uCZ4qBFr39raGggEEolEOBxGrZnW1tZIJGa320eNGpXNZsPhMNz9FosFiTh40ESAPCy4OHGbzYb9wO23347t5dq1a3/4wx9u2bKlVCotXbr0/PPPR6YL7rXYq4tICYkL3zNfMk6Y2C9MAcJGlcvlROYj9us2my0Y/LgGIGKGiAjpZoi2sdvt2P0j9AfeIpFIWFI7VWMWIKLW1laLxbJly5aenh6IIUwTaHMUj8eRTdbV1YWoZOzSrFarCLgRix/WcrGwQS19+OGHgUAAZRp6eno6OzsRONXV1QWnofDBYbGEAIWFDDHdorx4T08PESUSiUmTJhkMBpiOEKqPSZmIotFoZWVlTU0NSoXhaDG7wZ0kDtVoNOr1Mqx9pVLJ6XSiKimppRx0mtY0WEXEvAYfsah/jTMtlUpwT4jPikoQerVRJtZXRH7odDqcAs4xEok88sgjGzduhByZPXv26aefDgVQU1MTCoVKpZJwx5TUDsrQlDq1N5TwwkCCo5KFQW2rgmYm4n5ZrVaj0djV1dXf39/W1vbhhx/29PQgHLi/v79UKoXD4a6uLhhm4B7CnTWZTBdeeOHLL79sNBq3bdt20UUXKYoSCoUaGhp6enreeustq9VaWVk5f/580WQGh40BBhOOxWKBYsPVgLx2u13I7EskErgXyIEQ54WVGF5jBBpiuyIcT8j8QHod5DvuO5Y3RCzBFgU7Hyx/4stJTfXAm71eL6LTcAqJRKK1tRXVO2OxWE9PT1dXF4y+qOUrxiGpXVP1+o9vDVZ9h8OBY4M9GHcKewDRrxPCBRWSHUR6vT4YDI4fP76hoQExiKi1i8cTRj6o57KyMghQjEbMISI6U0QIwSyHn8PeAMZ1VQFYEomE8Od2d3dPIsJm76GHHlq5ciV+DnuVfD7vdruDwWBlZWVTUxOi7nD8ol0ETIDnnnvujh07Vq5c2djYSET19fUXXXTRwoULhcYVac7iCcWUJTKgHQ5HKBTCXIHHNq/2L8cwEx6AYrGEb0HRVxwVbH7YayFhU2ggt9uN80XBXovFks1msTWC1v+4+oYaII/nvbu7+z//8z8hmHA9RdqHw+Ewm83r16/HmGxtbSVVWSqKgkpyOH7soMRjgkkmn8+PHj36P/7jP6677jo8kkQ0d+7c73//+w6HI5lMRiIRmGyhTWGtF2KU5RfzpeKEkV9/DyLcCjEcuVxBtM8T/cggAoR/TXgzRQ1GSDRSoyg6OztbWlq0IVxEhBVCzFNY0bEbFg4OrfULB4Aa00R06NCh1atX79q1a8+ePXB2QAuiEw7WXcxustr1RQgaeFfxupgBRcy40Wh0uVzBYNinNh0SLsuP0/VdLtRuEJYARa2fjm8Q1wEfF5luIpQVX4jrACeU2F+SRnG6XK7u7m44m2RZrq6uTiQS8Xgcxffhh4WZBz12UqlUfX29cEgNDIT8agokKh7h0pWXl69atWrBggVjxoxBr0ZSo9Q9qid66PHIR7aXKakdZrBU416LoB+c+6uvvvrqq69u3749Ho8jsKakNv3EpI91PRqNwv+Cz2az2VmzZk2aNGnfvn3bt2/v7u6uqalBYYsDBw4MDAykUqmTTz65urpaaHFSDSF+vx8XGZoJpgvobKHsETKPc4FfWJhG4H5KJFK4uWJU4zutVqvH44FMxwgvqj1GxbBX1DQx4av6hDpJgUBA1rQovf/++1taWjZs2JDL5Xp6evCAaLsiDnpCcYukI18hTQF93EchH4FebZck8naJyGw2Ix4ANVMqKipgt0Oz56LaL0icDu6a2EIMQgjKQUciy3IuV4C8w++K7JBIJLJr1y48nvgh0oS9I+MVX4LicEgSxKlVVVWlUqlvfOMbe/fu3blzp9vtdrvdl156KextVVVVwvAMYPnGfk+SJPyB6ywe4aHnJYa99quE7iSN71U5soE6aZyYeIiKKuIhwjvT6bSLyG63o6oLFCceE0xZpEkGlyQJmzo4cKFWRQCAdCTigGFvy2azixYtWrp06auvvoqY/SVLlsyfP7+pqclqteLue4iQS44bJ+YERa1gxzBfBk5I+aVdXwe9oqjOJqw9YvOHDTcRIYJY2EUUTX6iqCcp7PzFYnHEiBGjR4+GnwUfER1ssM7BLajX60ePHk2qOU37zItpzmAwQC48/fTTTz75JP72er3jxo0jIhQUdTgchUKhsbFx27ZtSGcjzeQo4r2EiIRHScwpiMXG7Gmz2QKBgMlkQvyN2+3GK0J60pEVNUlde8QKhA0xrAXCWob/JCpf4J/a9VWY/WGLQhQRClBZLBYITZRFQNpdSW0QhLBiD5HooIIcvUwmU1lZOWnSpLVr10YikR07dvzpT3/6+c9/js532PTjQuH6iDVGGpLaRupOXTta8BMie4uIVq1a9fDDD6OalMPhgDPF6/WiRRIqWr3xxhupVMpkMiESCBdNr9ePHDny7LPP3rdvH27iBRdc4PP5Wltbd+zYgdZ4p512mtVqDQaDQn4RUT6fh+OGiFKplMvlwsoBM0YoFCov9+PsFLXsAhGhbwxprHoQxzhlxNAIu6CsSb8flJMvrol0ZMuXQTdX3GJSe33iP7355psPPPAA+hRJklRdXe3z+erq6uCx8vl8kUgEhUK0YqtUKg2yRZTUdvV4ZoXBVTv+Sd0zYBDifCEoy8rKOjs78bDjWYMtDcOMNJII6vDIH//42IQ5UDkyfgCWJCKCDZ5U+QUz0pQpU2pra7OaXulw0WKIQlvH4/ERI0bQBzuz2ayJKJFI+Hw+nLIw1USjUTQ4mjJlyseFP9ShJalVM4Q/Dr+CAS86rx/1rgndM+i/aico0syioj6t2HLImsbz4vaJb1PU5qG4zg0NDVOmTEGCKtprSpLU39/v9XrR8qumpsZut7e2tk6bNo2e/ouQ/jDCYTRKanfakpolIxplJhIJnU6HDkiIB0B3NVwNXDRt1JdWdDLMl4cTTH5pZxCtAhPziJBfIu1LLCTaDZyiVo9U1L51pE5J8NoQERKhR48efcsttzQ0NHR3d5eXl+dyuUAgUFdXh5oOME4Eg0FFUbCawpsmNI12/hJTw5NPPplIJEaMGPGNb3zjpJNOmjRpkvCGVFRUZDKZFStWbNu2DWG2pKlYI6n134X5qlAoGI1GUU0xmUzG43GoIpi+cBGwUOl0umAwGAwGhT+FNN3WSGMOzGY/trvYbDZIJbwZTjFJkjDXm81GGjLj4xvgHS4vL8f3d3R0iHh/LBiwe8HABm2KCmT4laqqClzMYrFYXl5+9dVXn3baaaNHj37wwQdDodBzzz1XXV39ve99z+v1onehqN84aJurXS1IsyaJG4QaDQh+x10gohUrVmzfvt1iscyfP//ss88eOXKkx+MRvThRwWHjxo3IQYObGxcBHpAzzjjj0UcfDYfDb7/99uLFi30+70cfffThhx/KsjxnzpwFCxbEYjG4frQjORwOQ0Si2TPaAhKRx+NJJpPZbB7Rh6KNNNSAkBEIYtPr9VBvWNeF2TIajQrxIR4EERUnBoP2mdIqsKGPIdZCfHDFihVtbW0Wi+XSSy+dPXv27NmzjUYjwroRuNbe3v7Xv/5V+/BqF2/xyiDDpPAMCp+RVkHi3A0GQywW6+joqKioMJvNaLWJlIJQKAQFEIlEYB4WuyatpZOGzCTiDwgdsckRQwiDR3ShqKuru+yyy84991w84CJaPJlMut3ugYEBZMvCwkq/+69YLOb82BVYzGaz7e3tDz/88J49e9D8qrOz8/e///3UqVNHjRrV3NysLUenPTBJDU4XlwLWd3GRtUpX0eQS0pGbJfFPMXlqRblW6uHuiLlC+5SVSqVMJoMSEgaDYfz48T/5yU/GjRsHheR2u0ulEtyCOp2up6cHU2symayoqKBf3IRJTJZlVPqFxNSKQlJL9SIu7cEHH1y3bh1sjZlM5u233y4rK7v99tsSieTAwAAeUlFlVyBz0yHmS8YJJr+AmFPEP/GHeFwxccBTQ2roD8LMsdiTZgEQs4+w6GB+sVgskUgE8Qr19bWKong8HqvVWlZW5nK5/H4/4jxQO0qvl4PBMA2Z2sTfmNcgv6LRaEVFxaWXXnrllVcialWv1xsMuo6OLpvNhoUNYgWCQMxxWAkKaqV7eC11Oh3kl06nS6VSBw4cmD9/PhHFYjEENsHWgkmtr6+vt7dXKzrF7EZqRcqC2tcZcRuYgjOZTJkaq44qBkSUzebxfmEvxJ4VAeB2ux1FiWw2265du0QyGqk2yEQiAasMFk58logSiQS6uqFww5QpU84666z58+dPmjQpGAyuWrVqYGDg//2//1dVVXXhhRdiH4xoXOF3E1e+pCkAJl4UMztMiaSRlVYiIkIS67x586655prFixejHzYub6FQcLlc4XAYhr18Pg/5lUgkytQuhCNGjJgxY8b69evffffd7u7uUaNG7dq1q6WlRa/Xz58/v6Ghoa+vz+PxIFAGyLLc2NjY3d09gghhyAgwD4fDiK2ORqNtbW2QXMj7QzA4LGHoYQyRAeErVFooFPISIfyR1KZV8KnhMVFUB412oIo9w7GeQUmSHA4HenSi7eaZZ5557bXXzp07V6eTYrEESrP6fD6j0Xjw4MFB1hft39oRLrxaQqNr13u8WVjdsFSHw+GWlpYlS5Y0Njai3n0ul0MIFExfzc3NSJnEoMWyLVTFoGdWCBqxiyM1sVQYv/FmOJ1JDVqqrq6GFkTaBEy/pVLJ5XIhfM1g0MXjSVJVYFlZGbqqr169Gv0bFixYYDQan332WdSL/vWvf+1wOESWgHB5i32jKCmCSjraEa5VYKTZVomHXaciggq0N0Ir3bSvaNWb1l4OwxURmUymWCwWCAQMBkNdXY1Op/N4PFCZI0aMUBQlGAxOnDgRAWcIh8XxYFcpMmboyPkTpwnxt2HDhieffLK1tXXmzJkTJkzYuHFjS0vLqlWr5s2bN23aNKvVKup+aQWcGOEM8+XhhJFfQz0gg/SN2CgLKaDTHeEBxBMIHyLWLczswtIufAr4Br/f393d3dPT8+67744ZM8bpdHZ2dqKuVVdXF0QG8rwwz+ZyOXSZFTO4duXANIrlCs3Ili5d2tDQkEqlECBls9kQd9XV1bV3717oEu1MJ6sJa6QWgEA3N6RP4hL19fXt2rVLrBCJRMLj8UDlNDQ0yLKM2gekmd0QQqQtHgHRg5a3IvYLtYtCoVAgEEDMFqmh7oP8fZhMk8mk2WweMWIEinR88MEHLS0t48aNkz/OrCxgtkX3p0AgsGrVKtRdu57I7XanUhmrGslbKpVQTd7lct18883pdPq1115rb2+/8847vV7veeedh5XefqT5bdAeXSy3WumJmwWbk6hrRUTZbNZkMk2YMGHmzJnl5f6enj74GfG62+1Ggj0GAOrd40tQvjKXy82bN2/t2rU9PT19fX0wz+Ryubq6OlQZwAoqnLyIympubkZdKyJKpVIOhwO2K9yLQCDQ1taGS4TcLkW1txEREusSiYReL6NwAIIRYYAkIrR1IlVhaxdmWRPCRUcue9rlVtGASwQLUz0RpMnixYtPOumkQqHQ1dWHJyIWi02bNoWINmzYMMjwIH5FO3K0zzj80RC4YvzjP8GlaCVComUwGNy/f7/BoIPegvBClSlk9u3bt09UzyI15h1RU6RBqznoSGM5Hkar1ZxMmkQVN9gdzWZzIBDYtWvXwoULUZhtYGAA6SDQxLB7IfezVCo5VMc99icvvvjis88+m06n58yZc91116VSqW3btrW1tT333HMLFiw4++yzEV6pPciSGqmJzaTRaMSt1yokRRMDQGrlGmzATOr90h3ZHVXrdIZGF28T9wi3Y5CSIzXDiYjcbjeyLg4cODB79myTydTT04PwLzgiFUVxuVyBQACbBEVR7ETIjoJ1UAS5instqV5XOJcffPDBlpaW8vLy733ve6eeeqrJZHr88cebm5vvv//+u+66a/To0T09PQ41QFA4Z4eObYb5wjnhM0G0U7akQkQWi6VYLIng32KxKJxootYRrGKIvSB1J5fL5SBfZsyYodfr+/v716xZ8+GHH6JKuHCIwK/X29v77LPP3nvvvc888wwaNotEG61BSFGjNLDbI7WzJBZXFGvQ6/V+vz+ZTKJzsAiAIHUnB9VY1BT9IlWHYSXw+/3pdHrHjh0bN24kIoSySpKE8pilUmnTpk1r1qzBPlUsNtB8iBBCecmmpiYUVsBRIQETJv3169dDAYjKk7ApCq2DKR5eGIvFMnHixFmzZpVKpb6+PhQfF9tlWZZNJpPb7QyHw88+++z111//05/+9KGHHiK1HAape32Y8eLxeGdn57Rp06666qqpU6daLJaDBw8+8MAD77zzjshpwJUXFhQxHnSaOhTCTiCpbllYGaEacXeEcS4WixWLH7uzjUZjWVmZ1+ttbGx84403sIqLimK4Pvhyi8WyaNGiioqKQqGwY8eOLVu2NDc3m0wmROUjFA+VRfFzM2fOJKKBgQGU5fT7/UjsQLdBr9drt9s3bNhw4MABWBHmzZtHarseyGJUkTh8+HBvb7/X6xWnLyq07dy5EwYw4WPSupm0kdRiGaZjB80oalyauOyKoqDSFWKoPR4PWtcXCqUNGzatWbNGa0jTPrPCO48nEWMbTmcxzvErIipAkiTo8kmTJjkcjng8vnXr1s2bt6LFltVqdblcdrsduZwvvfTS5s2b8Vvi6Rvk+tTu5cRQwfjHRIHookwmh+/HHcftq62tTaVS77333s6dO1HxFT12YIYxmUx9fX2vvvrqY4899vDDD6MkFQ4jFovt27fvscceO3DgQE1NzfLly08/fcnJJ5+Mir7BYPCBBx7Ys2ePqLIhjhyPJAZbW1sbws91mmJv2lusDKmAQxrDXkHTIJXUgrSKJuMBI0TsWMRtwn5GzHIiD33s2LFEFIlE3nzzzZ07dyIVFOk+iqJYLBafz9fY2PjMM8+gbxhyQRRFQfaMMF1rzwKvoJ7ts88+i6zJJUuWLFiwYOLE8eeee+6UKVNSqdTmzZtfeeUV1LzF6WiPVnzbUcczw3whnJDy61ibmEHyq1AooPOXSOJDkIEoC0Tqc44wKdFWBcpm5syZI0aMSKfTH3zwwSuvvNLa2lpbW4tgJp/Pp9PpQqHQm2++efPNN//f//t/X3jhBaQ1YcbBJK6dREwmE/w1pOZUinYlHo+nrKzM7/dns9nnn3/+D3/4Q1tbmyRJNpsNe0oB7BYi7Qu6Aa1jiGj06NE6nW7fvn1//vOfiahUKtXU1CSTSfT63b59++9+97v33nsPpynkFyZ0yC/s1Pfu3btnzx7Ye1DRUa/Xo2TRm2++KUkSSorjguNi6tWW28gwzWazyGesra1dtGgR4lcefPDB5557DnXIqqurYfeKRuO7du16/PHH0+m00+n82te+Rh+7TT82SeIcS6WS0+msrq7u7e2dMWPGd7/73bKysvLy8tdff/2OO+44fPgw1kKxddaG6cgqpC48IiVKpzbGRmq9WIq8Xm+xWDx48ODOnTtR68jv9+MwQqHQf/3Xfz366KPInJAkCYYNND9AbSSn0zl58uSxY8fKsrxmzZrVq1fv27dPkqQZM2aMGjUKHlJt5t3cuXN9Pl86nX7hhReIKBQKIXpJlmW3241+Oy+99NKBAweIaMGCBeiUp9frReElu92uKMr777+/efNmnU6HtLKamhq32717924iwkKuKIrYHoiFuaSJAJOOTPf7hOUKlj/cWUilLVu2tLe34znK5XIOh6OmpmrTpk133nknxjMdaU4DWtkntJe29LnWA4ibiFQJIpo6dSqac3/44Yf33HPPgQMHcrlcWZkvHo+bzWaXy7F27do//elP27dvR+FWLMwWi0W0ChgKtlX4A88yESWTyf379/f09BQKBdi/iQhfAsGxa9euN9988/3334eZDfEJOp0ukUisXbv2jjvuuO222/77v/8bd1BYPZ944okdO3YQ0YwZM5YsWRKNxp1O5/Lly2fMmKHT6dauXbtu3ToUASFVCsOz6ff7EeTX3Nwci8VQ11QkrACtppTUMHahqguFAkL7pSMzhIT1S/yisLeJvSscwkIVkRryRURnnXXWiBEjcrnc888//8ILL/T29no8Hnj2DQYDIuHuv//+X//613feeSfacRJRJBJJJpNOpxM1cbClGZRmYTKZdu/efe+990ajUZ/Pd9ZZZ7nd7u7u3lNPPfW8886zWCzBYPCee+5pamoSbYu0V4CG+E8Y5gvnhHE+6vX6SCTidruxUopkZswswr2YyWRQBQchR5gEZVm22+2SJAmHHcwe2B9jbYYyIyKr1drT01NB9I1vfGPXrl39/f3Nzc333ntvZ2fnueeei+KQpVKppaVl9erVmB/r6+vRkJuIurq69CqKWiIV1pRcLifiRQYGBp566imz2XzaaadBLgSDwT179rz++ustLS2jRo1qa2uLx+OoCo0yZoj0x7InqVkCOGV85/z58/fu3RuJRLZv305Ef/7zn+fOnStJUqFQOHz48IsvvvjWW2+hSGxnZ6fI4Xe5XKFQyGKx+IkqKioCgcDBgwf/67/+66OPPpozZ05lZaXRaGxqanr00UffIhozZgxCuEShavRXicfjZURerxeFGLA2xOPxkSMbli1btm3btq1btxYKhV/84hfd3d0LFizw+/04682bNz/zzDOHDx/W6XRTp04977zz6M7fhMPh2tpqIsIpYxnDpZMkyW63X3LJJeFw+D//8z+JCCaEG264Ae/HuSC4B0lnSJ+EcxBxdWglXiqVRGUgFNCKxWIOIiJCV9B3330XCWUzZ87EyrF3797nn39+7dq1I0aM6OjoQKtyhDwHg8Faonw+7/V6U6mU1Wo97bTTtm7devDgwfb29mg0umDBgvHjx0OcwYMjgnXOO++8xsbGJ554Aj15fvWrX33lK1+B4MtkMhs3bnz55ZcRjjZ9+vQzzzwTUi8ajbrdbix70Fvr16/v6uo6dOjQnDlz9Hr9nj17Dh48+Morr7xNtGDBgs7OThhLdDodwhbR+RRmP2RawGCGBI7KyspPSKbDfgZ1YmGr27Zt2x/+8IdTTz11xowZhUIB7ZgeeeSRNWvWjBs3Dv1ksITH4/FkMgmFLZQBpCGSEtDTAqIQEhk6DDucUqmEbcxZZ5317rvv7tu3T6fTPfvss3hC58+fb7FYAoHA3r17161bt3379hkzZuRyuUOHDjmdTkrEEJ+HdR2nDBWCx7+kttXK5XJOp7OiomLPnj0dHR2vvPJKqVQaM2aM2WxuaGhwE4VCoXKiK664or29fe/evatXr25ubkbJrp07d3o8nv7+/s2bN7/xxhtNTU16vX7ZsmVosg538Nq1a5999lmEk1955ZVz585ub+8sFAqzZ8/+4Q9/eM0115hMpt/97ncTJ05ctmyZuPiiSQbuy9q1a++//348pDNnzpytljDF/AN9HI1GkdeijTFwuVyyLGN6DIVCPp8PIQq4QULJYfxL0sfF5FDFWlFIRKRh+OF2O4guvvji5ubmP//5z8lk8s9//nMkEpk/f351dTWkant7+8qVK9966y3U6b344othx0V0AXZumFuwSUZgnxpmml2xYkVvb68kSVdfffU3v/lNVA+RZXnZsmWHDh167LHHent777///n/7t38jIrfbHQgEdDqdw+EoqbnwCheeYL5MnDDyi4icTifCnxHRmcvljGryGgzpKBTudDqx3DqdTqguVMk3mUwOhy0cDiuKgrqa8AFFIhFsizG5I3kNf1xxxRVdXV2ouvn444+/+OKLMDXZ7faDBw/iUyeffPJXv/rVM844w+/3EpHVah1kPxD58+g/Q0Rnnnnm+++/39HR8cc//vG+++7zeDwulwuVVysrK3/6059aLJbbbrtNJAGQWjkME6v2mmh3eFdffbXBYHjwwQexiv/yl790u901NTUovY0W41/5yld279790ksvYRpCHU5Mr0T09a9/vaenJxgMhkKhtra2J554IpVKoZoAzF3XX3/9ypUr165dCzVjNBrD4TDqHRARrq0kST6fR1GUbDbb2to+adKk3/zmNz/72c+2bt1qsVjuueeep556SpZlZI+j7FllZaXL5frlL3+JGhxY1EnN5hNx4tivm0wmu91+7rnnHjhwYPXq1W1tbY8++qjRaLydCNmUIjZZpylJir9hmIlGo7FYTFEU1LBFY2xRZY2Ili9fXiwWm5qaNm7cePDgQWQ55HK5cDicy+XmzJlz7bXX3nbbbb29vcViUbj/xG2Capw9e/bIkSMbGxsTiYQsyxMnTpwyZYrb7YbJSlQKIKIJEyZcddVV6XR6zZo1FAk98sgjTz311Lhx43Q6XXNzczweh0OtvLz88ssvR4YdESEeDvanpUuXvvbaaz09PR999FF7e3s2m62vr8/n862trbBhfPWrX0Xph1KpZDAYrFYL8kxDoZCilslFhBMqV+Ftx6oOT2oYEIbNd77znYcffjgWi/3lL3956qmnJk2aZDQaW1pawuGwyWRatmzZN7/5zeuuu058G9qx42/4u6PRaDQaRWYcDDOiyLAofZ7L5USYJlZ9o9F4+eWXl0ql1atXp1Kpd955Z/fu3cJ1iFrBZ5999re//e3XX399z549+E9ovw09J1xskpqXgCIybqJCoVBbWztv3rzGxsbOzs5NmzZt27YtnU5Pnjz5xhtvnKwasebMmbN8+XKDwdDS0vLee++999579fX1fr8/EAigHxFC7i655JLrr78eAxs/+pvf/CYUCsmyfOutt06bNi0YDKM+XC6XW7Ro0UUXXfT4449ns9l77rnHZDKdo34KTvC5c+dOnz69sbFxYGDgj3/8Iy7a9ddfP5sIWw7SZG4KO7c2/BzFe3GLC4UCbGyISc3n87DsEhEkEbSpTqezWq2xWCyVSsPBGovFRKl92OkzmcxVV12VSqUef/zxXC732GOPPf3005MmTSqVSocPH0bDIoPB4Pf7f/nLXy5atEhIK3SexVQDvzwmZ4fDgaFy9913r1u3Lp/Pf/3rXz/77LNlte8cSs+cc845b7755sDAwMqVK8ePH/9L1TCP6Ve4UI81mBnmC+GEkV8wY2DPLR51OxGCHjDbYpOnKAp8jthMY7LGBr2np080qsNUjuS+sWPHIkea1FB0IkqlUtOnT7/zzjtXrlz59NNPI2I9l8shXwlbtMWLF//oRz869dRTJUlqbW0fofZTE0Z+IY8KhUJbW5vT6awguuaaa1asWLF+/fpIJOL1evv7+w8ePGgymWpra3/wgx9cdNFFL7zwgqIo8CiROudKapVFMY+IGFgssXa7/YILLrDb7W+//TatfRvNSfbt20dEDofj1FNPvfjiiydOnNjW1iaysnU6SeQtEtHFF19sMBheeOGFgwcPikYx+Xze7/cvXryYnn929uzZr7zyCqkR36S2GYFghZO3t7e3vb0TKaKhUCgcDk+YMOG+++576KGHXnzxxa6uLtQewx0pFotut3vq1Knf/e53p0+fjuk4lUr19hYr1YwtrMeYkeGKCoVCI0eOvOaaa7q6ujZu3BgOh19++eXb1WRAbdkRZFSVSiWY6xCUhmsLTamo9cm0Vbi+9a1v2Wy2F1988b333kNIH7qyOJ3O2bNnX3DBBcuWLfv973/f2trqcDgggDAmsaTBNDt16tSFCxeGw+FsNltRUTF9+vSamhr0WrHZbJKaSQfmzJmTy+XGjBlDd/7G7XZHo1E4DUmNRpo9e/btt98+bty4/v5+eNwGBgZ8Pl8ymXQTXXjhhZIkbdiwoa2tDS0EDh48WCqVbDbb4sWL6dWXKysr4/E4mkFhBUUqQygUQn/JsrKyYrEYi8VE5CKKXBzreUTIuaIoTqKrr75ap9Nt3rz5o48+0uv1GMwoX37eeedddtllCJCCpCO1g0UikYKNRZZlJNjiWYYgQAYDOoyh8CzKlBBROp3Wqf0NJ0+e/N3vfreiouLxxx9vb28vlUowPXo8HpPJNH78+BtuuGH69OmIhhQhU3iy4G+V1UpjuH02mw0joVAolJeXn3nmmf39/Zs2bTp8+DAeE1h6xB0vlUpXXHHFuHHjnnrqqW3btqHJUnt7O6lpgA0NDXfccceZZ56J3yWiWCzmImpsbJQk6fTTT1+6dCmsrRgViUSivLz8ggsu2LBhQyKR2Lx586xZs87RRPpnMpmJEydecsklr7766kcffYSmAiL6SjiXdWoNPEgQv9+PHuQOtWAHUl7QUFUb4S7LMpybaP+Kq42E60gk4nK5MMfCP4iwB5fL1dvbayPS6/WjRo367ne/azKZPvjgg+3btyMaldTUIkVR5s2bd+ONN86aNQu5LDYiDEtEU/j9/r6+PjyYmUymvLwcc8uqVavQh/6cc86ZNm0abgEOo7a21mg0Ll++/IknnojFYvfee+8v1U4b6FuAmjsizZlhviScMPJLbOZg3ohGozBo33jjjWazedKkSWVlZSiNiEhwrNZVVVXf+MY3li5d6vf7TzrpJIQQiUUaiWzTpk37/ve/n0wmXS4X7dyOZCIiQlx8TU3ND37wg/PPP3/nzp3vvPNOW1ub0Wj0er0VFRWzZs2aPn260+mMx+MltZMJFn4RaSSkksFgQA87Ilq6dOmIESPa2tref//9vXv3YmYcM2bMaaedNmvWLKPReMopp9x0000ul2vKlCl092/F6Wuz88Rl0Yb5jxw58pJLLhk5ciStffvb3/42qmyMGjWqvr5+0qRJo0eP7u/vR5BTSZPlBzecg2jcuHHLli2bMGFCR0fHgQMHAoGA1+utra1taGg4/fTT6flnXS7XsmXLFi5c6Pf7adu7kUjEarUqasWs22+/3Wg0zps3D92BkOjkcDhQjfrb3/72xRdf/M4777S0tPT39yNbqqamZs6cOWhq/sEHHzY0NNiI8vk87AQ333wzEZWXl6NjMQyWIoti/vz5P/jBDxYvXgzPCO3YJhLlFDXzUWz3YRLAXhkficViU6dORRV+bRw6EY0ePfqSSy6ZPHny/v3729raOjo6SqVSXV1ddXX1smXL0EDzuuuua2pqcjqdsGjiCmSzWURrlZeXG43G8847b/To0XhxwYIFJpMJtUAR6SVuYl9fHwLzx48fT3f+5o477vjoo49isRji/8aOHTtx4sSJEyciGqm2tra/v99B5Pf7FUVJJBJuotNOO62hoeHUU0/94IMP4JqXZbm+vn7+/Pler5defXn+/Pk33nhjc3PztGnTfD4f7Bxms7mysvLaa6+NxWI2m23ChAlQq9jnKGofraMiYsVwg7Cg9vb2NjY29vf3l5WVjR49esyYMaeffnpZma+p6dCtt95aLBZra2vpvXeQuojtE25xfX39qFGjZDXpmNRcTuQxnH766Yg4nDBhAj31pLYKnU6nGz9+vNvtnjlz5v79+9vb2zs6Otxu96hRo6qqqhYsWDBhwoT+/v45c+bU1NRYrVb6+c9EuT5Si7loQ7PT6TRuZSKRsNvtaFH/ta99LRAIdHV1tbe3NzQ0LFmyhFAIlMjv99tsNofDMXr06JaWln379nV0dMiybLPZEonEvHnzFi1apChKOBzGGHapMVU///nP0XEI9dlhFsWuJh6Pz5s37//8n/+DvplIdA2Hww61S1hVVdUVV1wxfvz4np6e7u5utK+GZxOmX1nTaVv8LYqP3HDDDSaTqaGhAYUMoa4Qj4FQUURZVFdXn3zyyfCVQ6Jhdi0Wi7NmzfrXf/1XtACi9WsjkYjIBg0EAqNGjbrllls2b97c3t4ei8VisVhbW1uxWJw5c+bcuXNRH1WWZUgor+pwgEnYYDCg5wdSW4TF9KKLLkLc26JFi6xWK0rYYB5AsOOVV15ZVlaWy+V6e3vp4QcxcjDMhPxizyPzpeKYlRWPF4pCkkSlEqGGu5iyJU0dIHlIHb+jgtkZzpFAIFBZWel0OY77Aff19ptMJrfH9Y99vLurRyzk2phW2G/i8fio0SM/7Xf29vTBMeRwOGC8weuSJv+otq4mncog8d7r9co66XBzi81m6+rqqqiokGUZsnXPnj2//vWv33jjjYqKip7e7nyu0N3dDcFaVV35aQ8sOBCKRqMIgfKX+T7tx49FR3tnbW2NJH/quXIgEJTVyqslNQUSSsJgMFTXVB2vIxxKd1fP5/r9XyD9fQHxtzC4YjNgs9n+gWews6Mrm83abLbKqop/4HgC/QP5fP4fvtrhUARbLFFTXvipUeXB4/H8PSfV1Hhw3Pix/8ABdLR31tXXftpPdXV219RW/823dXZ0Yc6BSczlcqEEDMrPer1ej9f9DxzzJ9N86HB9fb3B+A9u5vv7AmgSD82Kgr0IEIShzuf3ftrv7Onutdvt6XQaZfcRCac7RqcpgXZqVc2BOSJyOByi+abWaM0wn4UTxvpVVLs1wy6NCSUUDMMpidB1bNFg08YiATMYKiElEolSqYSW2LCXiMauMKSVSqXe3l4nkV6vbzncitAB5IvhqyBTRGwK3CUwqvf19aHtiU4t9zdITcIVKMtyKBi22+2dnZ1+vx9R+YiKFUngCJhF/UbEe8mqBwobOK3zUezdiSgWi8H2I0mSjwghWWPGjNHr9dFoVMQ+a21y8DXA9dPa0oZUr3w+H4lEKisrYSewWEyBQDCRSIwcNWIgEEQpS+zCrWYzQrhwXvAgwOgFE0I8HkdBjWw2G4vFrFYrFCSiv7WHEQ6Ha2tru7q6JEmyW60dHZ1Se+eg9xjUlsmIrwqHwx6PBxZBq9WaSCQy6bTWk6JoqngbDIbgQAiJAsVi0eVyoYATbAMIOkGVS5wRYviKakcXhOcjbROV3tDcSZQOycfjLYdbYQr1+Xy4F8gwQOUk7PURrSJqK8DPhYA2SZKCwaDVavX5fJIkRSIRSZI8Hk+hUECdpOrqasSf2e12DHJZbZuNBpqwDiKQq7KyMpPJBINBuPMgQ2tqahKJRHd3N/xKoo0mukIVi8W+vj6DweBwOFKplDYdeCjIGE0kEtH2To/H09nZOWbMGNQohiUDT2U8HheRmqVSCZdOUbN3Q8EwxjPGObJhEBcI/2AikYDnEZcRcZ86omKx2NrSBn8cXL2KorhcLlxbDBsED8EQ6HA4EIGXTqdtpZLQ6GKciEcJHYoC/QN41hBwBoNTJpPBAeDi29Pp/r6AmFUQdeDxeHQ6KRgMl0olt9utKEokEimVSiLTBWogmUglk0mv1zswMIA8FQTLoykqLLU2m00YbBRFcej14VCkpPZ9Rwq2qMKK708kEpLa24DUxGEAY2culwsOhHBPhQs1kUigqCnqoMIViKgD2MXh2USWD74EIwSXIpFIWHW6TCbTdrAZhitMdBhIeFrxT+H6h3ELP5pOp5VsFk5M0Vk1Ho9DO+INwYGQyCUX9xTORHhjEU6QSqVQkbi1tdVWKmEVwPUpqTf9OCxFDHOcOGHkl6KpZAO3CNwTiqJYLBar1YpqQ8gpw5qERxcrlsjPF8IIMwLCTjEtms1mLLRIjoOjs1AoiHUa6gR/oPRoNptFgC2ymbByC8klqf1lZVmOxWJIHUDXWIS4hsNhLBWwJaD1jdVqHRgYwHuwyOnUnpUoBiFp+p+QWpuHiJCC7na7URUJ9RQCgQBWVuwj7Xa7x+Mxm83CPUrq8iP6C6GwOxENDAyk02nsHXFGUA9YFIvFYiKRcLvdUCFoQI5IHZvNFovFzGZzWVkZbhOkBmZwOOAQMoUIM6/Xa7Va4cJAOwHUL0U8HwSEOE5cf0VRysvLE4kEXF34A25cSS35gUIGWFa11RdRGkNR+2eLrCiI0Y+VQSikbcKIIEK9Xi9WBawlkAUYcrgdSNlDdKAIYYZQQIFcRS0Di3g+pPTDBwSPOXzZWPwCgYBer0cRqf7+fovFgoh7xOMbDIbu7m40Y9A+KQaDob29vbKy0m63I3AQy2RXVxcKnWCc49ZkMplYLIZzR84/fhErVvEYXbchiSBn7XYr1kUUEEYJTaPRiC6fCOUWAwDjEGFAwhyOH8WAR1kWSFJcVVwKeKz0ej3kO3xPIhUD7QeweUgkElASuMtOpxOmd5fL5fV6cfdNatdq0sgvnIW4faLMGJIuxZOL1AEcW3l5+cDAAAR9sVjs7OzEo4SiXOgPkclk8EGMNAwMWZZ7e3uhhHCb8IZSqWS328PhMArs4cBwOjgqk8lUVVUFU7rw2dntdrgO0S2UVJdCqVRCWhIuHcpE4+BRF5DUAoHYRUiSJOpIY7cJXSi2MZDR2HniNmGA9fX1VVZWplIpGNuy2Syc4IjYE0ZoXPZIJIIxIKl1YZA9gJg/nAipdiZRqE+n9h7ARcNXYWZDlV1EVabTaRHZCX99QS3yXFB7tTHMl4ETRn5hukfCiyhYjxijklpuKpfLQZDhUbRYLHgbtolY52BnwvOM/B1SW0djeYhEIvF4HI+xWCbxVZji8W2YPhCgivkC0zRpDNdiTpflj2uRi0R6IioWi3a7HZ13+/v77Xa7y+WC0QsziKLWP8QXQheWhpRiEj8HOTIwMIAIkmg06vf70TAHB4NlQNT7IVXUYkrFDC5JUjabdblcmIXdbjfEkwiIwelggkayktBwMF1gUUfdDax/Wp2Rz+d9Ph8MbCaTCRW28CWI1QuFQpIkoRA2TE3YJevU/rtYXRKJBNJXfT4f5nePxyOrpVO1dkfM0bhfMGvh/VDqWFoMaudvnB10Km431J5ObeQMSd3b24t9NswqpKaABAKBioqKgYEBi8WCrgkiEh+7/1QqlclkoJxwF0wmE8qjI+5bBAvjOPE6TGVI+0d0PCQgwrQx/HABMWbMZrPX60WLBYfDAcEB0YCM4Hg8DmMkztdutyP7DPY/GJjFKnvU5xECC+Oku7vX5XLB7If75XQ6RVES2Etg8IPewpotogbFWg4bGBFhKJJalgJbAr3avxWfghTweDxGozEUCnm93t7eXljycrkcbp+ohYvhEYlEMBQxomhIizBZzVnGYBC2TyIqFArIP8W5w3BuNpvh0cvlctjnQHhBZqGyHT4I/QF9E41G0SnIaDSazWYIfUVRUO8NmROww+HKILkY854kSclk0mazIWXY6/VCqcAuKyxnwgBPah1d/BzCHMUmFieC4S2i/aC5JbXlALQLRB6mIFEDDN8Pye7z+dBKC4VwHQ4HrJW4objsyOTAl+AyYvyXSiWMaqfTiRJimFTF7hqbVavViv0Mnmij0RiNRk0mE3prRqPR2tpapLu6XC7sq3FsOAX9kY0+GeYL50SK/WI+gfKKMsTo4DJWVlX09fZjibJarWLB27Nnzx//+Mdnn322oqKit68nOBCCRUcYYITnTnsjYCgSP8EwDPPPh8KxX8wwwpbYf3LQ2gieIJgiampqJk+ejPryCF0SkutYMwtrYoZhGIY5jrD165+E8oqyYfgVtn4xDPPPClu/mOHkhIn9Yj6Zvt5+bRwxqSH5iNIQwRyIpUU4CxLT0J8RUWUiG1/MPqROSSyLGYZhGOZ4wfLrnxwE1YqsQ+TJI/0KmWUihwuJC8hm0H6DJH3uJlKGYRiG+V8Fy69/cpBjhbSmUqlkNpuRxYkUS6TUIacPJjGgdRATm74YhmEY5rjC8uufHHQsNpvNovshanSJtnei3hXqhMH5SEMUGMMwDMMwxwuWX//kIKsRSgst27T1rEVR00KhIAqdf9GHzDAMwzD/5PBa+0+CttS+NmpeNOpGcVEigqtRURsqoxYikk+1JaHZ6MUwDMMwnxNc94thGIZhGGZYYfnFMAzDMAwzrLD8YhiGYRiGGVZYfjEMwzAMwwwrLL8YhmEYhmGGFZZfDMMwDMMwwwrLL4ZhGIZhmGGF5RfDMAzzvxrR5EO8Igofol2btg4i10RkjgssvxiGYRiGYYYVll8MwzAMwzDDCssvhmEYhmGYYYXlF8MwDMMwzLDC8othGIZhGGZYYfnFMAzDMAwzrLD8YhiGYRiGGVb0X/QBMAzDMMwXiSjlNaj0F17Hi6VSiYhkWVYURfs2hvnHYOsXwzAMwzDMsMLyi2EYhmH+BmzxYo4v7HxkGIZhmKMwSHJJksQijDlesPWLYRiGYY4Jqy7m84DlF8MwDMP8DViBMccXdj4yDMMwzFE4quRiHcYcF9j6xTAMwzB/GxZezHGE5RfDMAzzvx1FUUqlkigAhn/mcjmdTidJUqFQQBkwVP9imM8OOx8ZhmEY5ijodDpZlmVZFtH3bABjjhcsvxiGYRjmKAj5Jcsfe4pYfjHHC3Y+MgzDMMxREKYv8YrwTjLMZ4TlF8MwDMMcBa32GhQcxjCfEZZfDMMwDHMUhlq/GOZ4wbFfDMMwDHMUdDodwr9YgTHHHZZfDMMwDHMURNy9kF8iBp9hPiPHX34J17iapvvx68ViUVRMKRaLer1e+xFuqsUwDMN83hw1eEuSpFKpJEmSLMuKohSLRSLS6/V6vV78J16kmOPL5yjkMcrFUEfNOu1/FXx+x8AwDMMwgkEqSqxB2uJeRKTT6fR6vXiRhRdz3Pl87ajaCsJD/1OpVEIiCSswhmEY5vNmUPVU1Uag4BU4FuGN0ev1RqNxUM1V4sITzPHjOMsv7WhWXzn6Owdl8IoH4PgeD8MwDMOAoZXrsfSIwBgsTLIs61Q47p75nPi8Yr+EnFIUhUhiExfDMAzz5QTRXVpHpBBeg+xeLMWY48XxlF9H9TBixA79T7Isaw1gWlMwwzAMwxx3hvpnhOqCAUxRFJ1OZzAYdDodHRk/w/KLOb587s5HOjL6XrwIR/ug7QXDMAzDfE4IFaXVUmINwot6vd5gMCA3XzmSL/LQmX86jpv1a4jkUgaJqkFvYMnFMAzDDDNHXYmgwLBsIedRp9MVCoVB2WOswJjjyHGTX2Lsiv9Xneg6Rfk4sFG8LgqrCLReyKH7DLaQMQzDMH8/WEe0li1FUWSZZFkiIpF3jzfrdDpFKel0ksFgMBh0skxEJb1exnok3qlGM7P5gDkOHP/QezFA1X+Sogx2O37C2B26veCBzjAMw3x2tAVUtStLoVCA0ctoNBoMBpHtOChTkmuAMceR4ym/tMJLs0sgWL8GKbCj/k1HswzzWGcYhmE+O0OjYkhdg3Q6nclkMpvN2o4s2jcQ2wKY48pxtn4NdUHSEDMvqWmPdDQdJuqv0JGDnp3uDMMwzGdBJHtpdZgkSQaDwWg0mkymY2kvVmDMcefzbbmNkVosFguFgtBVQ+23PKAZhmGYzxttDVURGSZJksViEdmONMRIxisU83nwecV+CXtVoVDK5/NIIREhkJ8wso860Nn0xTAMw3xGhmovlLa3WCyDak8e1U3JMMeRz9H6BQVWKBTy+TzyHIf6EIfqsKHPwNB3MgzDMMynRdSPQGchxNqjzAQyHLXOmaOuPpz5yBwvPpeW29qhWVLRCq+hI/gTPOts+mIYhmE+O9BYIhIGBe6NRiOp3R61Rq9BNVqJq38xx5VPbf06lvYXBb3EvgGjOZfL4SPFYhEbDiIqlUpityG+EF55vV6PqmB4v6QWxy8UCoMShqVjVAjDH9oQ/qO+gWEYhvlCOJaCOdb8jBZANEQADaofKZYGrYQSNi1ZlolKWFBQZkI0F9KuL9ol6aiHx4sIc1z4TBmFg2pJaPcKCLcvFovJZFo7mjGghVbTbkQw9M1mM3RYoVDI5XJ4KtD9lP7WtuNYtS0YhmGYfw6ONbcPrWEkHC9CWun1MnyOQBuJL76ENRYzPPwjsV9HtcQO2m0Ui0VE3GezWewzhN1L630nTSKksH4ZjUY0fNC+jTSiDf8clD45aFd0rIeH7cYMwzAnFseKV4Fli4Y4QyRJEnEv4hVJkmDuQpKjWJJKpRL+ZsnFDCefWn6J0TxIx2idfWLbAScj9hl4j4jBx/uxERE9tsQ/ZZlk2agoik6nwwMGJ6ai9qU/VnTk33x++AFjGIb5Yvm0zkftfxq66x76zSKQi4iEq1GWZeztAWlU3ScEHzPM58Q/Lr8GyR2x+SiVSgUNRqMRZi0RGSZ86uKpED54WIJLJSoWFUVRsEcRBjOot2KxiFcGFWjVWpjpH3q8GYZhmGHg087Pg8Lhh+66B61HuVwOL4oYL7QSMhh0pNn/09+9b2eY486nll/HGqYoZA/JBbcjYr8U5X8sw0J7ybJsMBjwNzYiwgevKASNBUekTicriq5UKlmtVsSTCYRTXxwYOxYZhmH++dDGlgz9f1IVmChqr11fsI3X6/VYZAalfIlPfWHnxvxv5R+RLINGv/gGBMujypcY4pKkExZg4WEkIpPJNOiBISJJItiM4XDUPhWyDKtYUcg7/MonHyTDMAxzonOs+Vy7AGk380J+aTjiI5+Q3qj9RZZlzOfHP24xEgIL5FUQMo/xLkmS0WiGmRf7D3jcS6USosGG7jqKRUW8WCqRKt3+5xXhghQijzRPlBCFxyo8wbKMYRjmi+XTpkZpvRzav1HASLvDxyqj0+nwRu3vYHH4ew6DWH4xnz+fSX5pFU8qlZKGQESoaDeUY+05xJfTkdsUYQnThnZpjwExYdpM42N9zz92vgzDMMyn4ljry6B6XQJR32vo9whrlpjbER+sDf8aFASm/XW8cqzvZ5jh51PLr2NZlRCtRUd21NZGOA7+4WOHWIpDOmqIpXjnJ5ijh/7zb1rFGIZhmOPLsWbpY8mgT5BlkqZyJB1ZuoiG1CESXhHxCv4rb7+ZLw+fWn6hDiodKbPo2CVPP4uzT/tZYdAaatYizbM36CH85O9kGIZhhp9jzdKfsD0eOrcrmjpEg96g3cPTkb7Lz3roDHOc+AczH4cO4kFSadD7h/I3ZdAgM7LYFQ36oNYQfdRDHXQMvPthGIb5YjmWzDrW/CwSrSS1htFRF4JjOR8VTY48w3xJ+NTWr78ZGvkJ7/l7vmfQF4qvHVSmRXxca4umITpM+yVDowEYhmGYLw9//9oxyO9BR87zg8qDi/fw9pv58vCZ6n5pH4Ojoqg9tv9+lCNLeQ396UEHMEhsDZJrx7LVMQzDMJ83n9b78QkxwTTErzJoffkEnwxbv5gvIZ+1VKn4uOi9NYhPrqrySUf29z0toovRoE8dywHKDyHDMMwXy6eVX39zq//JH+TYL+ZLyHGrFD9olH+x8F6HYRjmn49Pu9B8qRYmhtHCjXoYhmEYhmGGFY5DZBiGYRiGGVZYfjEMwzAMwwwrLL8YhmEYhmGGFZZfDMMwDMMwwwrLL4ZhGIZhmGGF5RfDMAzDMMywwvKLYRiGYRhmWGH5xTAMwzAMM6yw/GIYhmEYhhlWWH4xDMMwDMMMKyy/GIZhGIZhhhWWXwzDMAzDMMMKyy+GYRiGYZhhheUXwzAMwzDMsMLyi2EYhmEYZlhh+cUwDMMwDDOssPxiGIZhGIYZVlh+MQzDMAzDDCssvxiGYRiGYYYVll8MwzAMwzDDCssvhmEYhmGYYYXlF8MwDMMwzLDC8othGIZhGGZYYfnFMAzDMAwzrLD8YhiGYRiGGVZYfjEMwzAMwwwrLL8YhmEYhmGGFZZfDMMwDMMwwwrLL4ZhGIZhmGGF5RfDMAzDMMywwvKLYRiGYRhmWGH5xTAMwzAMM6yw/GIYhmEYhhlWWH4xDMMwDMMMKyy/GIZhGIZhhhWWXwzDMAzDMMMKyy+GYRiGYZhhheUXwzAMwzDMsMLyi2EYhmEYZlhh+cUwDMMwDDOssPxiGIZhGIYZVlh+MQzDMAzDDCssvxiGYRiGYYYVll8MwzAMwzDDCssvhmEYhmGYYYXlF8MwDMMwzLDC8othGIZhGGZYYfnFMAzDMAwzrLD8YhiGYRiGGVZYfjEMwzAMwwwr/x9f+Cg3Ig4TwgAAAABJRU5ErkJggg==", + "text/plain": [ + "" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "image_data = Image.open(requests.get(image_url, stream=True).raw)\n", + "d = ImageDraw.Draw(image_data)\n", + "for ch in pack.get(Character):\n", + " ch_link = pack.get_links_by_parent(ch)[0]\n", + " ch_bb = ch_link.get_child()\n", + " d.rectangle([(ch_bb.box_min_x, ch_bb.box_min_y), (ch_bb.box_max_x, ch_bb.box_max_y)], outline = \"#ff0000\")\n", + "print(\"Recognized characters: \\n\", [ch.text for ch in pack.get(Character)])\n", + "image_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "User to can run the code cell below to recognize the bounding boxes for all tokens." + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Recognized tokens: \n", + " ['Text', 'Message', 'Today', '15:46', 'Its', 'Emma.', '|', 'tried', 'to', 'call', 'you', 'but', 'signal', 'bad.', '|', 'been', 'taken', 'to', 'hospital', 'after', 'having', 'a', 'fall', 'this', 'morning.', 'If', 'possible', 'can', 'you', 'do', 'me', 'a', 'quick', 'favour', 'and', 'text', 'me', 'x']\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "image_data = Image.open(requests.get(image_url, stream=True).raw)\n", + "d = ImageDraw.Draw(image_data)\n", + "for token in pack.get(Token):\n", + " token_link = pack.get_links_by_parent(token)[0]\n", + " token_bb = token_link.get_child()\n", + " d.rectangle([(token_bb.box_min_x, token_bb.box_min_y), (token_bb.box_max_x, token_bb.box_max_y)], outline = \"#ff0000\") # visualize the bounding box\n", + "print(\"Recognized tokens: \\n\", [tk.text for tk in pack.get(Token)])\n", + "image_data" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "One can also add a `OcrSentenceProcessor` and `NLTKSentenceSegmenter` to create bounding boxes for sentences just as the paired NLP components, `NLTKWordTokenizer` and `OcrTokenProcessor`." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.7.11 ('forte_org_env')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "ee55265381053916df67dbe70c8ab208ce4688dabc900b19af91d526111b9fa4" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/docs/spelling_wordlist.txt b/docs/spelling_wordlist.txt index 7fa838c44..18cd9737c 100644 --- a/docs/spelling_wordlist.txt +++ b/docs/spelling_wordlist.txt @@ -156,3 +156,4 @@ GroupType PathLike ElementType customizable +tokenizes diff --git a/forte/data/ontology/top.py b/forte/data/ontology/top.py index c3e92a1e9..ae20a03ce 100644 --- a/forte/data/ontology/top.py +++ b/forte/data/ontology/top.py @@ -878,15 +878,36 @@ def image(self): "Cannot get image because image annotation is not " "attached to any data pack." ) - return self.pack.get_image_array(self._image_payload_idx) + return self.pack.get_payload_data_at( + Modality.Image, self._image_payload_idx + ) @property def max_x(self): - return self.image.shape[1] - 1 + return self._image_width - 1 @property def max_y(self): - return self.image.shape[0] - 1 + return self._image_height - 1 + + @property + def image_shape(self): + return (self._image_height, self._image_width) + + def set_image_shape(self, width, height): + """ + This function is used to set the shape of the image. + + Args: + width: the width of the image. The unit is pixel. + height: the height of the image. The unit is pixel. + """ + self._image_width = ( # pylint: disable=attribute-defined-outside-init + width + ) + self._image_height = ( # pylint: disable=attribute-defined-outside-init + height + ) def __eq__(self, other): if other is None: diff --git a/forte/ontology_specs/base_ontology.json b/forte/ontology_specs/base_ontology.json index f3d854301..0acb78450 100644 --- a/forte/ontology_specs/base_ontology.json +++ b/forte/ontology_specs/base_ontology.json @@ -1,6 +1,11 @@ { "name": "base_ontology", "definitions": [ + { + "entry_name": "ft.onto.base_ontology.Character", + "parent_entry": "forte.data.ontology.top.Annotation", + "description": "A span based annotation :class:`Character`, used to represent a character." + }, { "entry_name": "ft.onto.base_ontology.Token", "parent_entry": "forte.data.ontology.top.Annotation", diff --git a/ft/onto/base_ontology.py b/ft/onto/base_ontology.py index 678b4c63e..5bfbf38e6 100644 --- a/ft/onto/base_ontology.py +++ b/ft/onto/base_ontology.py @@ -26,6 +26,7 @@ from typing import Optional __all__ = [ + "Character", "Token", "Subword", "Classification", @@ -60,6 +61,16 @@ ] +@dataclass +class Character(Annotation): + """ + A span based annotation :class:`Character`, used to represent a character. + """ + + def __init__(self, pack: DataPack, begin: int, end: int): + super().__init__(pack, begin, end) + + @dataclass class Token(Annotation): """