overview_of_library.ipynb

{
  "nbformat": 4,
  "nbformat_minor": 0,
  "metadata": {
    "colab": {
      "name": "Nepali_NLP.ipynb",
      "provenance": [],
      "collapsed_sections": [],
      "toc_visible": true,
      "include_colab_link": true
    },
    "kernelspec": {
      "name": "python3",
      "display_name": "Python 3"
    },
    "accelerator": "GPU"
  },
  "cells": [
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github",
        "colab_type": "text"
      },
      "source": [
        "<a href=\"https://colab.research.google.com/github/sushil79g/Nepali_nlp/blob/master/overview_of_library.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "__voMdh-NksX",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!pip install pytesseract\n",
        "!apt install tesseract-ocr\n",
        "!apt install libtesseract-dev\n",
        "!git clone https://github.com/sushil79g/Nepali_nlp.git\n",
        "%cd Nepali_nlp/\n",
        "!pip install -r requirements.txt\n",
        "!pip install  --force-reinstall opencv-contrib-python"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "WjfiAXCB7yV4",
        "colab_type": "text"
      },
      "source": [
        "# First Restart your runtime and after you restart your runtime please dont run 1st tab."
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "iIh8c-8qtWsR",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "!pip install news-please\n",
        "%cd Nepali_nlp/Nepali_nlp"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "9IgEInp7J78c",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "import warnings\n",
        "warnings.filterwarnings('ignore')"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "2pa_rY0Q_BcM",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from Embedding import Embeddings\n",
        "word_vec = Embeddings().load_large_vector()\n",
        "#word_vec = Embeddings().load_vector() #For small Embedding"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "CzJLigqnLFlQ",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#IF you want to load Facebook Embedding\n",
        "#from fasttext_embedding import Fasttext\n",
        "#word_vec = Fasttext.load()"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "3QPej3mZtoGf",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from synonym import Synonym"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "cpIXMckZuWcP",
        "colab_type": "code",
        "outputId": "f802cf29-fc8f-45c5-bf3d-9b49bfdf3c03",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 187
        }
      },
      "source": [
        "Synonym().raw_synonym(word='माया', word_vec=word_vec)"
      ],
      "execution_count": 5,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[('स्नेह', 0.5833708047866821),\n",
              " ('प्रेम', 0.5614422559738159),\n",
              " ('आदर', 0.5588797926902771),\n",
              " ('मायाँ', 0.5512057542800903),\n",
              " ('दया', 0.5315443277359009),\n",
              " ('मायालु', 0.5114310383796692),\n",
              " ('श्रद्धा', 0.5018407106399536),\n",
              " ('आत्मियता', 0.4897667467594147),\n",
              " ('स्पर्श', 0.4860891103744507),\n",
              " ('तिमी', 0.4799472987651825)]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 5
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "J0wS2V-mwUPA",
        "colab_type": "code",
        "outputId": "ac616006-7d0d-4f98-a1fa-4b79c0362e42",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 119
        }
      },
      "source": [
        "Synonym().filter_synonym(word ='साथी', word_vec=word_vec)"
      ],
      "execution_count": 6,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "[('भाइहरू', 0.59671550989151),\n",
              " ('सहपाठी', 0.5751911401748657),\n",
              " ('प्रेमी', 0.5740804672241211),\n",
              " ('दाइ', 0.5597326159477234),\n",
              " ('प्रेमि', 0.5469149351119995),\n",
              " ('बहिनी', 0.5454407930374146)]"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 6
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_4kOOUixxFzg",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from spellcheck import Corrector"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "K3bOmgzwytLm",
        "colab_type": "code",
        "outputId": "8a4ee6b9-413f-4858-e0b0-84ac43103761",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "Corrector().corrector(word='सुशल') #In a very raw stage for now."
      ],
      "execution_count": 8,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['सुशील', 'सुशील']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 8
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "HbgWUm3oB5gH",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "text = ''' त्यतिबेला उनीहरुले धार्मिक पण्डितहरुलाई यसबारेमा धेरै प्रश्नहरु सोधे । वालेस र ब्याटसनको प्रश्नमा धेरैले भगवानबाट नै यसको सृष्टि भएको उत्तरको भारी बोकाए । दुवैले निर्णय गरे कि यहाँ बसेर यसको सही उत्तर मिल्दैन । त्यसपछि उनीहरु उत्तरहरूको खोजीमा तिनीहरू दक्षिण अमेरिकी महादेश जाने निर्णय गरेर त्यही तर्फ लागे ।\n",
        "\n",
        "१९ औं शताब्दीमा वैज्ञानिक खोज केवल धनी परिवारका व्यक्तिहरुको खेल मात्रै थियो । तर, वालेस थिए एक गरिब परिवारका व्यक्ति । यद्यपि उनले आफ्नो विवेक लगाएर वैज्ञानिक खोज गर्ने गरेका थिए । उनी जहिलै पनि दूर्लभ कुराहरु खोजी गर्थे भने त्यसैबाट प्राप्त सामान धनी परिवारका व्यक्तिलाई बेचेर त्यसैबाट आएको पैसाले आफ्नो खर्च जुटाउने गर्थे । वैज्ञानिक अनुसन्धानको क्रममा भेटिएका सामग्रीहरुलाई उनले संग्रहालय वा धनी व्यक्तिलाई बेचेर नै विज्ञानको लागि आफ्नो चाहना पूरा गर्ने गरेका थिए ।\n",
        "\n",
        "वालेस र ब्याटसनको दक्षिण अमेरिकी यात्रा खासै प्रभावकारी भएन । उनीहरु केही महत्वपूर्ण सामग्री बोकेर सन् १८५२ मा बेलायत फर्किने तयारीमा थिए । पछि ती दुई मित्रहरुबीच कुराकानी मिल्न नसकेपछि ब्याटसनलाई छाडेर वालेस एक्लै बेलायत फर्किने तयारीमा लागे ।\n",
        "\n",
        "पानी जहाजमार्फत् बेलायत फर्किने क्रममा उनी चढेको पानी जहाज दुर्घटनामा पर्‍यो । वालेसले जेनतेन आफ्नो ज्यान त जोगाए । तर, उनले दक्षिण अमेरिकाबाट संकलन गरेका प्रमाणहरु भने जोगाउन सकेनन् । बरु उनले अब कहिलै पानी जहाजमा यात्रा नगर्ने बाचा गरेर बेलायत फर्किए ।\n",
        "\n",
        "पछि एशिया र अष्ट्रेलियाको बीचमा रहेको टापुमा रहेका महत्वपूर्ण जनावरको बारेमा खोजी गर्नको लागि तत्कालीन बेलायती सरकारले उनलाई प्रस्ताव गर्‍यो । उनी त्यहाँ जान तयार भए । तर, त्यो भन्दा पहिले सोही टापुमा पुगेर खोज गरेर आइसकेका डार्विनसँग उनले केही सल्लाह लिने निर्णय गरे । डार्विनले सोही टापुमा गएर जनावरहरुको अध्ययन गरेर आएका थिए । तर, त्यहाँ भेटिएको विषयबारे कसैलाई पनि कुरा बताएका थिएनन् ।\n",
        "\n",
        "चाल्स डार्विनको विकासवाद र उनीमाथिको ३ चुनौती चाल्स डार्विनले सन् १८५९ मा प्रकाशित गरेको द ओरिजिन अफ स्पेसिस बाइ नेचुरल सेलेक्सन नामको पुस्तकमार्फत् उनले विकास वादको सिद्धान्तलाई बहसमा ल्याए । विकासवादको मूल सिद्धान्त भनेको नै समयको साथसाथ जीवहरुमा क्रमिक परिवर्तन हुन्छ भन्ने हो । यस सिद्धान्तले १८ औं शताब्दीसम्म पश्चिमी जीव वैज्ञानिक चिन्तनमा यो विश्वासको जड जमाएको थियो । यही सिद्धान्तमार्फत् नै उनले पृथ्वीमा प्राणीहरुको उत्पत्ति भगवानबाट नभएर क्रमिक रुपमा विकास हुँदै अघि बढेको कुरालाई सार्वजनिक गरियो ।\n",
        "\n",
        "डार्विनको जीवनको दौरानमा नै उनले जानकारी पाएसम्म तीन वटा झुटा वैज्ञानिक वक्तव्यहरु आए । त्यसो त धर्मशास्त्रका ज्ञाताहरुले पहिलेदेखि नै डार्विनको सिद्धान्तप्रति असहमति जनाउँदै आएका हुन् । विशेषगरी यहूदीहरुको धार्मिक जत्थाले कहिलै पनि उनको त्यो सिद्धान्तलाई स्वीकार गरेन । त्यसलाई डार्विनले कुनै चासो दिएनन् । तर, तीन वैज्ञानिकहरुले उनलाई दिएको चुनौतीलाई भने उनले गम्भीर रुपमा लिएको उनको आत्मकथामा उल्लेख छ ।\n",
        "\n",
        "जुन वक्तव्यहरु अन्तरार्राष्ट्रिय रुपमा चर्चित पनि भए । त्यसमध्ये एक अमेरिकी कृषि पत्रिकामा प्रकाशित भएको आलोचना हो । जुन हल्याण्डमा बाँझोपनको शिकार भएका अलग अलग प्रजातिका गाई र गोरुको सम्मेलनबाट नयाँ नश्लको विकास भएको कुरासँग सम्बन्धित रहेको उनले आफ्नो आत्मवृत्तान्तमा उल्लेख गरेका छन् । डार्विनलाई त्यो विषयमा जानकारी एक अँग्रेजी पत्रिकाका सम्पादकले सोही विषय पुनः प्रकाशित गर्नुपूर्व उनको पनि राय समेट्नको लागि फोन गरेको बेलामा पत्ता लागेको हो ।\n",
        "\n",
        "डार्विनको सिद्धान्तमाथि दोस्रो शंका भनेको एक लेखकले प्राइमुला -एक किसिमको गुलाब)को विभिन्न प्रजातिसँग सम्बन्धित विषयमा आफूविरुद्ध सिद्धान्त सार्वजनिक गरिएको उनले उल्लेख गरेका छन् । उनले भनेका छन् ‘मैले हेटेरोस्टालिज्मको अर्थ पत्ता लगाउनु अघि नै यो कुरा प्रकाशित गरिएको थियो र यो पूरै कथनमा जालसाजी भएको हुनुपर्दछ ।’\n",
        "\n",
        "त्यस्तै, उनले जीवनकालमा नै भोगेको तेस्रो आलोचनाको विषय झनै अनौठो छ । एक बेल्जियन लेखक हुथ द्वारा प्रकाशित एक पुस्तक ‘कोन्साङ्गुइनियस म्यारिज’ मा खरायोको सम्मिलन सम्बन्धी विषय उल्लेख गरिएको छ । यो विवरण रोयल सोसाइटी अफ बेल्जियमको एक प्रतिष्ठित जर्नलमा प्रकाशित भएको थियो । डार्विनले त्यो जर्नल र वैज्ञानिकहरुको नाम भने प्रकाशित गरेका छैनन् । उनले कुनै किसिमको अकल्पनीय घटना भएको खण्डमा बाहेक त्यो विषयमा लेखिएको कुरा पनि विश्वास गर्न लायक नभएको उल्लेख गरेका छन् ।\n",
        "\n",
        "विद्यालयबाट निकालिएका एकान्तवासी सन्यासी सन् १८०९ को फेब्रुअरी १२ मा जन्मिएका डार्विनको जीवनको संघर्षपूर्ण यात्रा पनि त्यस्तै रोचक छ । जन्मिएको ८ वर्षको उमेरमा आमाको देहावसान भएका डार्विनको जीवनमा धेरै किसिमका आरोह अवरोहहरु भोग्नु पर्‍यो । उनको आत्मकथामा उल्लेख भए अनुसार उनी स्कूल छाड्ने समयसम्म न त धेरै प्रतिभाशाली थिए, न त उनी पूर्ण रुपमा कमजोर नै । विद्यालयमा शिक्षकहरुले एउटा सामान्य विद्यार्थीको रुपमा उनलाई व्यवहार गर्थे । स्कुले जीवनमा हुँदा नै उनले एउटा पुस्तक भेटेका थिए ‘वान्डर्स अफ द वर्ल्ड’ । उनी आफ्नो आत्मकथामा लेख्छन् ‘म प्रायः त्यो पुस्तक पढ्थेँ र साथीहरूसँग यसमा लेखिएका धेरै कुराको सत्यताको बारेमा बहस पनि गर्थें । मलाई लाग्छ कि यो पुस्तक पढिसकेपछि टाढा-टाढाका देशहरूमा यात्रा गर्ने विचार मेरो दिमागमा आयो र यो विचार मैले बिगेलको यात्राबाट सुरु गरेँ ।\n",
        "\n",
        "उनी विज्ञानमा अति चासो राख्ने व्यक्ति थिए । उनी उत्साहपूर्वक कुनै पनि खनिज पदार्थ भेटे भने त्यसलाई संकलन गरेर आफ्नो स्वामित्वमा राख्ने गर्थे । उनको संकलन धेरै थियो । उनी नयाँ खनिज पदार्थ देख्ने बित्तिकै अवैज्ञानिक तरिकाले भएपनि संकलन गरेर राख्ने गर्दथे। उनी १० वर्षको उमेरदेखि नै कीटपतंगहरुमा ध्यान दिन सुरु भएको थियो । एकपटक साथीहरुसँग वेल्सको समुन्द्री किनारमा घुम्न जाँदा उनले कालो र सिन्दूर रंगका विशाल गोला किराहरु देखेपछि उनको त्यसैमाथि अध्ययन गर्नको लागि उत्सुक हुन थाले । त्यसपछि उनले मरेका किराहरुको संकलन गर्न सुरु गरे । विद्यालयमा पढ्ने समयमा उनी वैज्ञानिक विषयमा एकत्रित भएर खोजी गर्ने गर्थे । यही काममा लाग्दा लाग्दै उनी विद्यालय तहको परीक्षामा अनुत्तीर्ण हुन पुगे । उनको आत्मकथामा भनिएको छ ‘फाल्तु काममा धेरै समय खर्च गरेर पढाइ बिगारेको भन्दै विद्यालयका प्रधानाध्यापक डा. बटलरले सार्वजनिक रुपमा बेइज्जत गर्दै ‘एकान्तवासी सन्यासी’को संज्ञा समेत दिएका थिए । त्यसको अर्थ त्यतिबेला त मैले राम्रोसँग बुझिन । तर, उनले मलाई ठूलै गाली गरेको हो भन्नेमा भने म स्पष्ट थिएँ ।’\n",
        "\n",
        "उनका बाबुले एकपटक पादरी बनाउने इच्छा राखेका थिए । तर, उनी बिस्तारै धर्मको कट्टर विरोधी बन्दै गए । पछि उनका बाबुले इडिनवर्ग विश्वविद्यालयमा भर्ना गराउँदा उनलाई चिकित्सक बनाउने लक्ष्य राखेका थिए । तर, तिनै डार्विन बाबुको लक्ष्य छाडेर आफ्नो लक्ष्यतिर लाग्दा विश्वले खोजिरहेको विषयमा नयाँ सिद्धान्त प्रतिपादन गर्ने सिद्धान्तकार बनेर निस्किए ।'''"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "rafXCk0CRBPb",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "from Nepali_tokenizer import Tokenizer\n",
        "Tokenizer().sentence_tokenize(text = text)"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "GB1ElXhKRBMI",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 153
        },
        "outputId": "04495802-70e6-4b86-a6e8-8343830c42e7"
      },
      "source": [
        "sentence = \" त्यतिबेला उनीहरुले धार्मिक पण्डितहरुलाई यसबारेमा धेरै प्रश्नहरु सोधे\"\n",
        "Tokenizer().word_tokenize(sentence = sentence)"
      ],
      "execution_count": 27,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['त्यतिबेला',\n",
              " 'उनीहरुले',\n",
              " 'धार्मिक',\n",
              " 'पण्डितहरुलाई',\n",
              " 'यसबारेमा',\n",
              " 'धेरै',\n",
              " 'प्रश्नहरु',\n",
              " 'सोधे']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 27
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "doVvVFSpRnUa",
        "colab_type": "code",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        },
        "outputId": "a9055573-f67a-4738-819e-e07c346a1e48"
      },
      "source": [
        "word = \"पण्डितहरुलाई\"\n",
        "Tokenizer().character_tokenize(word = word)"
      ],
      "execution_count": 29,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "['प', 'ण्', 'डि', 'त', 'ह', 'रु', 'ला', 'ई']"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 29
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "X7Tu6U4N6Bgb",
        "colab_type": "code",
        "outputId": "41b4c2dc-35a3-4454-f490-178f15ff4697",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        }
      },
      "source": [
        "from summerization import Summerize\n",
        "summer = Summerize()\n",
        "summer.show_summary(word_vec,text, length_sentence_predict=7)"
      ],
      "execution_count": 10,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "' त्यतिबेला उनीहरुले धार्मिक पण्डितहरुलाई यसबारेमा धेरै प्रश्नहरु सोधे । तर उनले मलाई ठूलै गाली गरेको हो भन्नेमा भने म स्पष्ट थिएँ ।’\\n\\nउनका बाबुले एकपटक पादरी बनाउने इच्छा राखेका थिए । तर उनी बिस्तारै धर्मको कट्टर विरोधी बन्दै गए । पछि उनका बाबुले इडिनवर्ग विश्वविद्यालयमा भर्ना गराउँदा उनलाई चिकित्सक बनाउने लक्ष्य राखेका थिए । तर तिनै डार्विन बाबुको लक्ष्य छाडेर आफ्नो लक्ष्यतिर लाग्दा विश्वले खोजिरहेको विषयमा नयाँ सिद्धान्त प्रतिपादन गर्ने सिद्धान्तकार बनेर निस्किए ।'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 10
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "jx8Griw4ISE7",
        "colab_type": "code",
        "outputId": "5a71bf8a-7b96-4084-8885-5de0464ec415",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 71
        }
      },
      "source": [
        "from news_scrap import extract_news\n",
        "title, news = extract_news('https://www.onlinekhabar.com/2019/12/821094') #onlinekhabar and ekantipur is supported at the moment.\n",
        "print('Title:',title)\n",
        "print('news:',news)"
      ],
      "execution_count": 11,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Title: लिम्पियाधुरा समेटेर नयाँ नक्सा तयार गर्दै नापी विभाग\n",
            "news:  १ पुस, काठमाडौं । नापी विभागले लिम्पियाधुरालाई समेटेर नयाँ नक्सा तयार पार्न थालेको छ । सरकारको निर्देशनबमोजिम भारतबाट अतिक्रमित नेपाली भूभागलाई समेटेर नयाँ नक्सा तयार गर्ने प्रक्रिया अगाडि बढेको विभागले जनाएको छ । ‘नयाँ नक्सा तयार गर्ने गरी प्रक्रिया अगाडि बढेको छ’, विभागका सूचना अधिकारी दामोदर ढकालले अनलाइनखबरसँग भने । संघीय संसदका राज्य व्यवस्था समिति र अन्तर्राष्ट्रिय सम्बन्ध समितिले कालापानी, लिपुलेक, लिम्पियाधुरा र सुस्तालगायतका अतिक्रमित नेपाली भूभाग समेटेर नयाँ नक्सा सार्वजनिक गर्न सरकारलाई निर्देशन दिएका छन् । सन् १८१६ मा भएको सुगौली सन्धिअनुसार नेपालको पश्चिमी सिमाना काली (महाकाली) नदी हो । सन्धिअनुसार लिम्पियाधुराबाट बग्ने काली नदी पूर्वका सम्पूर्ण भूभाग नेपालको हो । ती सम्पूर्ण भूभाग समेटेर नक्सा सार्वजनिक गर्न दिएको निर्देशन पालना नभएको भनेर आलोचना भइरहेका बेला विभागले सरकारको निर्देशनमा नयाँ नक्सा बनाउन लागेको हो । विभागका सूचना अधिकारी ढकाल भन्छन्, ‘नापी विभाग सरकारको निर्देशन पालना गर्ने निकाय हो, निर्देशन आएको छ । बाँकी निर्णय उचित समय आएपछि हुन्छ ।’ यो अवस्थामा नक्सा जारी गर्नुभन्दा पहिले कूटनीतिक पहल गर्नुपर्ने विभागका अर्का एक अधिकारी बताउँछन् । ‘तर, यो विषयलाई अन्तर्राष्ट्रियकरण गर्नुपर्ने आवाजसमेत उठिरहेको भन्दै सरकारले प्रमाणका आधारमा जति नेपाली भूभाग हो त्यसलाई समेटेर नयाँ नक्सा तयार गर्न भनेको छ । हामी सरकारले निर्णय गरेका दिन, मागेका दिन नयाँ नक्सा उपलब्ध गराउन सक्ने गरी तयारी गर्दैछौं’ ती अधिकारीले भने । ‘नयाँ नक्सा जारी गर्ने अनुकुल वातावरण’ विज्ञहरुले पनि भारतले नयाँ नक्सा जारी गरेर सीमा बहसलाई तताएका बेला नेपालले पनि आफ्ना भूभागलाई समेटेर नयाँ नक्सा जारी गर्न सक्नुपर्ने बताएका छन् । त्यसका लागि अनुकुल वातावरण तयार भएको परराष्ट्रविद हिरण्यलाल श्रेष्ठ बताउँछन् । मिनी संसदको सक्रियताले अन्तर्राष्ट्रिय स्तरमा नेपाल सीमा समस्यामा चिन्तित छ भन्ने सकारात्मक सन्देश गइरहेको उनको भनाइ छ । श्रेष्ठका अनुसार सीमा समस्या समाधानमा सरकारले राष्ट्रिय सहमति कायम गर्नु, यो विषयमा सर्वोच्च अदालतमा पुग्नु र संसदीय समितिले निरन्तर छलफल चलाउनुको विशेष अर्थ छ । उनी भन्छन्, ‘राज्यका तीनवटै निकाय सीमासम्बन्धी विषयमा चिन्तित छन् भन्ने सन्देश अन्तर्राष्ट्रिय स्तरमा गएको छ, सरकारले यसको सदुपयोग गर्न सक्नुपर्छ ।’ सरकारका प्रवक्ता सूचना तथा सञ्चार प्रविधि मन्त्री गोकुलप्रसाद बास्कोटाले अर्काको एक इन्च जमीन पनि चाहिँदैन र हाम्रो एक इञ्च पनि छाड्दैनौं भनेका थिए । सीमा बचाउ अभियानमा समेत सक्रिय श्रेष्ठ एक इञ्च पनि जमीन छाड्दैनौं भन्ने भनाइ सरकारले व्यवहारिक रुपमै कार्यान्वयन गरेर देखाउनुपर्ने बताउँछन् । सत्तारुढ दल नेपाल कम्युनिस्ट पार्टी नेकपाका सांसदहरु अग्नि सापकोटा, भीम रावललगायतले पनि सरकारलाई तत्काल नयाँ नक्सा सार्वजनिक गर्न सार्वजनिक रुपमा नै आह्वान गर्दै आएका छन् । संसदको राज्य व्यवस्था तथा सुशासन समितिले गत कात्तिक २५ गते कालापानी, लिपुलेक र लिम्पियाधुरालाई समेटेर नेपालको नयाँ नक्सा तयार गर्न सरकारलाई निर्देशन दिएको थियो । त्यसको एक महिनापछि गत मंसिर २७ गते संसदको अन्तर्राष्ट्रिय सम्बन्ध समितिले पनि लिम्पियाधुरा, लिपुलेक, कालापानी र सुस्ता लगायत अतिक्रमित नेपाली भूमि समावेश गरी नेपालको नयाँ नक्सा अविलम्ब जारी गर्न सरकारलाई निर्देशन दिएको छ । दुबै समितिले गृहमन्त्री रामबहादुर थापा र भूमि व्यवस्था मन्त्री पद्मा अर्यालसँगको छलफलपछि यस्तो निर्देशन जारी गरेका हुन् । यसअघि, ७ भदौ २०७६ मा पनि अन्तर्राष्ट्रिय सम्बन्ध समितिले सीमा समस्या समाधानको पहल लिन सरकारलाई निर्देश गरेको थियो । सदन सुरु भएपछि यो विषय जोडतोडले उठ्छ : कांग्रेस प्रमुख प्रतिपक्षी नेपाली कांग्रेसले संसद सुरु भएपछि यो विषयलाई जोडतोडले उठाउने बताएको छ । संसद अधिवेशन पुस ४ गतेका लागि आह्वान भएको छ । ‘जतिवटा संसदीय विषयत समितिले जतिपटक निर्देशन दिएको भए पनि सीमा समस्या समाधानका लागि मन्त्रिपरिषदबाट ठोस निर्णय भएको जानकारीमा आएको छैन । यस विषयमा सदन सुरु भएपछि जोडतोडले कुरा उठाउँछौं’ कांग्रेसकी सचेतक पुष्पा भुसालले अनलाइनखबरसँग भनिन् । प्रधानमन्त्री केपी शर्मा ओलीका परराष्ट्र सल्लाहाकार राजन भट्टराई मिनी संसदको निर्देशन पालनामा सरकार प्रतिवद्ध रहेको बताउँछन् । उचित समयमा नयाँ नक्सा जारी गर्ने सरकारको योजना रहेको उनले बताए । ‘अर्को पक्षसँग वार्ता गर्ने, नयाँ नक्सा जारी गर्ने विषयमा सरकारले पहल गरिरहेको छ । यो बेला राष्ट्रहितको विषयमा संसदीय समितिले चासो दिने, निर्देशनहरु जारी गर्दा ती सकारात्मक हुन्छन्’ भट्टराईले भने । तर, संसदीय समितिहरुले निर्देशन दिँदा वा सांसदहरूले समितिमा बोल्दा आफ्नो मर्यादा र राष्ट्र हितलाई ध्यानमा नराखेको उनको आरोप छ । ‘समितिले निर्देशन दिइरहँदा, र समितिमा बोलिरहँदा सांसदहरुले आफ्नो मर्यादा र राष्ट्रको हितलाई ध्यानमा राख्नुपर्छ भन्ने हो’ भट्टराईले भने । भूमि व्यवस्था मन्त्री पद्माकुमारी अर्यालले पनि सरकारले एउटा सन्दर्भ पारेर नयाँ नक्सा सार्वजनिक गर्ने सार्वजनिक अभिव्यक्ति दिइसकेकी छन् । सीमा समस्या समाधानमा हालसम्मको प्रगति भूमि व्यवस्था मन्त्री अर्यालका अनुसार भारतले नयाँ राजनीतिक नक्सा जारी गरेपछि त्यसको विरोधमा नेपाल सरकारले मुख्य चार वटा काम गरेको छ । ती चार काम हुन्– ‘विज्ञप्तिमार्फत विरोध, राष्ट्रिय सहमति निर्माण, सीमा निरीक्षण समिति गठन र कूटनीतिक नोट पठाउने कार्य । सीमा विवाद सुगौली सन्धिदेखिकै भएको र बेला–बेला सीमा समस्या उठ्ने गरेको भए पनि इतिहासमा कुनै पनि सरकारले हाम्रो सीमा यो हो भनेर भारतीय नक्साको विरोध गरेको थिएन । पछिल्लो समयमा भारतले कालापानी र लिपुलेकलाई समेटेर नयाँ नक्सा जारी गरेपछि वर्तमान सरकारले इतिहासमै पहिलो पटक विज्ञप्ति निकालेर त्यसको विरोध गरेको मन्त्री अर्याल बताउँछिन् । प्रधानमन्त्री केपी शर्मा ओलीले सर्वदलीय, सर्वपक्षीय भेला गराएर सीमा समस्याको विषयमा राष्ट्रिय सहमति कायम गराए । सबैले सरकारलाई सीमा समस्या समाधानका लागि पहल गर्न आग्रह गर्दै सहयोगको प्रतिवद्धता जनाए । यही प्रसंगलाई जोडेर कतिपयले राष्ट्रिय म्यान्डेटअनुसार सरकारले आवश्यक पहल लिन नसक्दा भारतीयहरुले नेपालमा आन्तरिक खपतका लागि यो विषय उठाएको भन्दै टिप्पणी गर्न थालेका छन् । सरकारले नेपाल–भारत र नेपाल चीन सीमा निरीक्षण समिति गठन गर्ने निर्णय गरेको छ । तर, निर्णय भएको एक महिनाभन्दा बढी समय भइसक्दा पनि समिति गठनको प्रक्रिया कहाँ पुग्यो, सार्वजनिक जानकारीमा छैन । मन्त्री अर्यालका अनुसार सीमा निरीक्षण समिति गठनका लागि मन्त्रालयहरुबाट समितिमा सदस्यहरु को को रहने ? भनेर सिफारिस गर्ने कार्य अगाडि बढेको छ । यसैगरी, सीमा विवादको विषयमा नेपाल सरकारले भारत सरकारलाई कूटनीतिक नोट पठाएको छ । यो सबैभन्दा ठूलो कदमका रुपमा सरकारका प्रवक्तासमेत रहेका सञ्चार तथा सूचना प्रविधिमन्त्री गोकुल बास्कोटा अर्थ्याउँछन् । ‘यसलाई नेपालको फस्ट स्टेप मान्नुपर्छ । भारतीय पक्षलाई सत्यका आधारमा सत्यता प्रमाणित गर्न दिनुपर्छ’ गत मंसिर २६ गते मन्त्रालयमै आयोजित पत्रकार सम्मेलनमा मन्त्री बास्कोटाले भनेका थिए । विशेष दूत पठाउने तयारी कालापानीलगायतका क्षेत्रमा देखिएको सीमा विवाद समाधानका लागि परराष्ट्रय सचिव स्तरीय समिति छ । तर समितिको बैठक बस्न सकेको छैन । सर्वे अफ इन्डियाले जारी गरेको भारतको राजनीतिक नक्सामा लिम्पियाधुरा, कालापानी, लिपुलेक लगायतका नेपाली भूमिलाई भारततिर देखाइएको छ । जसको विरोध भएपछि सरकारले कूटनीतिक नोट पठाएको छ । तर, भारतले कूटनीतिक नोटको जवाफ नै नदिएको परराष्ट्र मन्त्रालयका एक उच्च अधिकारीले जानकारी दिए । कूटनीतिक नोटको जवाफ नआइरहेका बेला प्रधानमन्त्री केपी शर्मा ओलीले सीमा समस्या लगायतका विषयमा छलफल गर्न पूर्वप्रधानमन्त्री एवं नेकपा बरिष्ठ नेता माधवकुमार नेपाललाई विशेष दूतका रुपमा भारत पठाउन लागेको विषय चर्चामा अयो । तर, यसको स्वतन्त्र पुष्टि सरकारका प्रतिनिधिले गरेका छैनन् । प्रधानमन्त्रीका परराष्ट्र सल्लाहकार राजन भट्टराई भन्छन्, ‘विशेष दूत भनेर पठाइसकेपछि सबैको जानकारीमा आइहाल्छ । अहिलेलाई यस विषयमा सार्वजनिक रुपमा बोल्ने गरी केही भएको छैन ।’\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "QWZ01ZN0Ie1i",
        "colab_type": "code",
        "outputId": "e7cdf4a0-184f-4bf7-90e8-ae4805f6c3e3",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 71
        }
      },
      "source": [
        "#lets summerize news\n",
        "summery_news = Summerize().show_summary(word_vec,news, length_sentence_predict=5)\n",
        "print('Title:',title)\n",
        "print('summerize_news:',summery_news)"
      ],
      "execution_count": 12,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "Title: लिम्पियाधुरा समेटेर नयाँ नक्सा तयार गर्दै नापी विभाग\n",
            "summerize_news:  कूटनीतिक नोटको जवाफ नआइरहेका बेला प्रधानमन्त्री केपी शर्मा ओलीले सीमा समस्या लगायतका विषयमा छलफल गर्न पूर्वप्रधानमन्त्री एवं नेकपा बरिष्ठ नेता माधवकुमार नेपाललाई विशेष दूतका रुपमा भारत पठाउन लागेको विषय चर्चामा अयो । तर यसको स्वतन्त्र पुष्टि सरकारका प्रतिनिधिले गरेका छैनन् । प्रधानमन्त्रीका परराष्ट्र सल्लाहकार राजन भट्टराई भन्छन् ‘विशेष दूत भनेर पठाइसकेपछि सबैको जानकारीमा आइहाल्छ । अहिलेलाई यस विषयमा सार्वजनिक रुपमा बोल्ने गरी केही भएको छैन ।’\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "VTfdBigsI5Ia",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        "#why bother copying news link\n",
        "from news_latest import UpdateNews\n",
        "title, links, summerized_news = UpdateNews().show_latest(word_vec=word_vec,portal='onlinekhabar',number_of_news=5) #ekantipur portal is also supported"
      ],
      "execution_count": 0,
      "outputs": []
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "aAlwEfoRMcYm",
        "colab_type": "code",
        "outputId": "9871565a-4350-4f9f-9410-96b77bd2ec85",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 88
        }
      },
      "source": [
        "print('latest news title:', title)\n",
        "print('links for latest news:',links)\n",
        "print('summerized latest news:',summerized_news)"
      ],
      "execution_count": 14,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "latest news title: ['ठोकेर भन्छु, नेकपा यसरी चल्दैन', 'कलंकीमा डरलाग्दो दुर्घटना, ब्रेकफेल भएको ट्रकले दर्जन सवारीलाई ठक्कर दियो', 'माधवलाई ‘जालसाजी’को जनाउ, वामदेवको आफ्नै मस्यौदा !', 'ओली-यती प्रेम : अढाइ लाखको उडान, ३२ हजारको केक !', 'मुद्दामै नछिरी उम्किए ओली, कार्यकर्तामा भरेनन् ऊर्जा']\n",
            "links for latest news: ['https://www.onlinekhabar.com/2020/02/839335', 'https://www.onlinekhabar.com/2020/02/839351', 'https://www.onlinekhabar.com/2020/02/839345', 'https://www.onlinekhabar.com/2020/02/839356', 'https://www.onlinekhabar.com/2020/02/839361']\n",
            "summerized latest news: [' नेकपा संसदीय दलका उपनेता सुवासचन्द्र नेम्वाङ सोमबार बिहान ११ बजे माधवकुमार नेपालकहाँ पुगे । पार्टी भन्दा देश र जनता ठूलो हो । यही मान्यताका साथ म अगाडि बढिरहेको छु । र अहिले जुन प्रशंग आएको छ यो प्रशंग पार्टीभित्र निर्णय भएको भन्ने छैन । मलाई विश्वास छ पार्टीले त्यसरी निर्णय गरेको छैन । त्यसैले पार्टी विचार पुर्\\u200dयाएर साँच्चिकै संविधान संशोधन गर्नुपर्\\u200dयो भने आवश्यकता र औचित्य स्थापित हुने गरेर पारदर्शिताका आधारमा पार्टी अगाडि बढ्छ भन्ने मलाई विश्वास छ ।', ' त्यसपछि अनियन्त्रित बनेको ट्रकले ट्याक्सी कार जिप मोटरसाइकलसहित एक दर्जन सवारी साधनलाई ठक्कर दिएको कालिमाटी वृत्तका डीएसपी रुगम कुँवरले जानकारी दिए । दुर्घटनामा चितवनका ३३ वर्षका सम्शेर गरुङको मृत्यु भएको छ । ट्रक र स्कर्पिओले चेपिएर उनको मृत्यु भएको बताइएको छ । ८ जना घाइते भएका छन् । उनीहरु मध्ये ७ जनाको शहीद मेमोरियल र एक जनाको ट्रमा सेन्टरमा उपचार भइरहेको छ । ट्रक चालक सर्लाही बरहथवाका वीरेन्द्रकुमार शाहलाई नियन्त्रणमा लिइएको प्रहरीले जनाएको छ ।', ' आफ्नो एउटा नेताका लागि संविधान नै संशोधन गर्न तयार हुने पार्टीले जनताका एजेण्डा सुन्नुपर्दैन  संविधानसभाबाट जारी भएको संविधान आवधिक निर्वाचनबाट बहुमत प्राप्त पार्टीको गुट व्यवस्थापन र दाउपेचको शिकार बनाउन खोजिनु निन्दनीयमात्र होइन दीर्घकालीनरुपमा घातक पनि छ । किनकि संविधान संशोधनको माग गर्ने समुदाय सुशुप्त भएको मात्र हो एजेण्डा छाडेको छैन । मधेसवादी दलको राजनीति गर्ने मुख्य एजेण्डा अहिले पनि संविधान संशोधन नै हो । अब उनीहरुले एउटा व्यक्तिका लागि संशोधन गर्न तयार हुन्छौ भने समुदायको लागि किन नहुने भन्ने प्रश्न उठाउनेछन् । आफ्नै जिउमा काउसो दल्न तयार भएको नेकपा नेतृत्वले कार्यदल गठनको स्वामित्वबाट भाग्न खोजे पनि त्यो सुवास नेम्वाङ र खिमलाल देवकोटाकै भाषामा अर्को जालसाजी काम हो । बरु यो निर्णयबाट पछि हटेर जनतालाई बेलैमा प्रष्ट भाषामा बुझाउनु सचिवालयका नेताहरुको बुद्धिमता हुनेछ ।', ' अख्तियार दुरुपयोग अनुसन्धान आयोगका पूर्वप्रमुख आयुक्त सूर्यनाथ उपाध्याय प्रधानमन्त्रीले विवादित ब्यापारिक समूहको केकले आफ्नो जन्मोत्सव मनाउनुले जनतामा शंका बढाएको बताउँछन् । ‘अब त प्रधानमन्त्रीले नै जनतालाई कुरा यसो हो है भनेर जवाफ दिनुपर्छ’ उपाध्याय भन्छन् ‘उठेको शंका निवारण गर्ने काम उहाँकै हो ।’ कुवाका भ्यागुताले विरोध गरे थापा प्रधानमन्त्रीका प्रेस सल्लाहकार सूर्य थापा भने तेह्रथुमबासी प्रधानमन्त्रीका परिवार र शुभचिन्तकहरुले प्रेमपूर्वक केक प्रस्तुत गर्दा कुवाका भ्याकुताहरुले विरोध गरेको बताउँछन् ।\\n‘देशको प्रधानमन्त्रीको जन्मदिन मनाउने कार्यक्रममा जो पनि पुग्न सक्छ त्यहाँ यती समूह जान नहुने भन्ने छैन’ थापा भन्छन् ‘संसार नदेखेका कुवाका भ्यागुताहरुले यसको विरोध गरेका हुन् ।’ प्रधानमन्त्रीले उद्घाटन गरेको खानेपानी आयोजना लगायतलाई छायाँमा पार्न केकको विरोध भएको थापाले बताए । ‘यत्रो जन्मोत्सवमा राज्यको ढुकुटीबाट एक रुपैयाँ खर्च भएको छैन’ थापा भने ‘जनस्तरबाट भएको कार्यक्रमको विरोध गर्न केही मिडिया हात धोएर लागेका छन् ।’', ' यस्तो अवस्थामा पनि उहाँले प्रशिक्षित गर्नुभएको छ ।’ प्रधानमन्त्री ओलीले कम्युनिस्ट आचरण र पुष्पलाल एवं मदन भण्डारीले मार्गनिर्देश गरेको बाटोमै हिँडेको मात्र बताएनन् सुशासन र विकासको जग बसाल्ने काम पनि यो सरकारले गरेको समेत बताए । तर ओलीले न मुख्यमन्त्रीले उठाएको सवालतिर इंगित गरे न त कार्यकर्ताको मनमा उठेका जिज्ञासाको समाधान नै गरे । ओलीले सरकारले राम्रो काम गरेको र विरोधीहरू आत्तिएको विषयलाई नै बढी जोड दिए । कोही पनि गरिबीका कारण शीतलहल र चिसोका कारण कोही मर्नु नपर्ने काठमाडौं सडक मानवमुक्त बनेको फलाम खानी सञ्चालन गर्न लागेको हिमाली च्यांग्राबाट फाइदा लिन सकिने नेपाल सरकारले रेल ल्याउन लागेको जस्ता पुरानै विषयहरु प्रधानमन्त्रीले दोहोर्\\u200dयाए । सोमबार प्रशिक्षण कार्यक्रम राखेको नेकपा गण्डकीले मंगलबार र बुधबार बैठक बसेर समसामयिक विषयमा छलफल एवं कार्यकर्ताबीच अन्तक्रिर्या गर्ने कार्यसूची तय गरेको छ ।']\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "_OZnWEu6P3O_",
        "colab_type": "code",
        "outputId": "cce7384a-6949-4e14-a1da-f588d41e08ca",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "#if you have habit of typing in preeti font\n",
        "from preeti_unicode import preeti\n",
        "unicode_word = 'g]kfnL'\n",
        "print(preeti(unicode_word))"
      ],
      "execution_count": 15,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "नेपाली\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "-FjHguZhQgZ1",
        "colab_type": "code",
        "outputId": "ce442fff-6922-44b4-d860-03522fec3f1a",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 34
        }
      },
      "source": [
        "#For unicode lover\n",
        "from unicode_nepali import Unicode\n",
        "text = 'ma ghara jaanchhu'\n",
        "converted_text = Unicode()\n",
        "converted_text.unicode_word(text)"
      ],
      "execution_count": 16,
      "outputs": [
        {
          "output_type": "execute_result",
          "data": {
            "text/plain": [
              "'म घर जान्छु'"
            ]
          },
          "metadata": {
            "tags": []
          },
          "execution_count": 16
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "YqTRL3NYVs7c",
        "colab_type": "code",
        "outputId": "9abc680b-959f-4a21-fe5b-07ae25fbf352",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 204
        }
      },
      "source": [
        "!wget https://i1.wp.com/www.worldtop2.com/wp-content/uploads/2019/11/Nepali-Quotes-About-love-lesson.jpg"
      ],
      "execution_count": 17,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "--2020-02-25 07:33:28--  https://i1.wp.com/www.worldtop2.com/wp-content/uploads/2019/11/Nepali-Quotes-About-love-lesson.jpg\n",
            "Resolving i1.wp.com (i1.wp.com)... 192.0.77.2\n",
            "Connecting to i1.wp.com (i1.wp.com)|192.0.77.2|:443... connected.\n",
            "HTTP request sent, awaiting response... 200 OK\n",
            "Length: 24744 (24K) [image/jpeg]\n",
            "Saving to: ‘Nepali-Quotes-About-love-lesson.jpg’\n",
            "\n",
            "\r          Nepali-Qu   0%[                    ]       0  --.-KB/s               \rNepali-Quotes-About 100%[===================>]  24.16K  --.-KB/s    in 0.004s  \n",
            "\n",
            "2020-02-25 07:33:28 (6.13 MB/s) - ‘Nepali-Quotes-About-love-lesson.jpg’ saved [24744/24744]\n",
            "\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "hmrglIkPvMLN",
        "colab_type": "code",
        "outputId": "b236f465-a0c2-46b9-cbc4-c3097d5b1e17",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 461
        }
      },
      "source": [
        "from google.colab.patches import cv2_imshow\n",
        "import cv2\n",
        "img = cv2.imread('Nepali-Quotes-About-love-lesson.jpg',0)\n",
        "cv2_imshow(img)"
      ],
      "execution_count": 18,
      "outputs": [
        {
          "output_type": "display_data",
          "data": {
            "image/png": "iVBORw0KGgoAAAANSUhEUgAAAeAAAAG8CAAAAAAj8ynFAAEAAElEQVR4nOz9+ZNmyZEYiLnH8a7v\nzjuzsrKqsu6z77sbPbg4wIAzwxkal8tDWhOlldG0lK2Z/gGZfpJJP0hrtsaVdpcSV+SSXC6X12Aw\nBwbAAA00uht9Vld1dd135X1857siwl0/fN/7MiuzsqvRBAbYsXVr61f5vffiRYSHe7h7+IEd6AMP\nrnrH3yIzKtQmc1JrCQBxnotAO1s8Z5UkC54XAzAwQ8VZR4BIg/ty2B4CIADtuPKO+8iAEoFo8Oem\n8rRgR3JHvyQxCHY2EEjW8bDfO4EQEQAYfMyN1DJ3IIiklw3u4x7v/aqAH//IQ+CAgQGAjQXB1oTG\nEJIxAN0oLnVQPa4B32VGAoECkxM5HkMUCskUE6qRbO5SmSNKKRVuCCU9dvSZjX4GCEdMCNyFPoLL\nzEYIqdzOgTkCBOeImQi1Mo9pt6UFkZACndAK6HGP/88OMpTkGL0MBFhCL9FKkmX1WAQ7xyA0SA3W\nGALIjZUSUQwfIBYBA4RMgFKKHkpPkHPyM9r8LCByzEKg7lMwhC5OWAf+rudQCCkRGMl+nuXkAXoS\nEFN2qGSe7UXx/3MFoxQ4kiqRksgJRagEWRaPRXDHSc8DkwMx+CUJG8ZK8JQcshJHypNkfbKOUYgA\nBTuWuJPiPndHGaSSWDBsAOuIhBU7WakUyExSJEp6mGdx5THtNhLreczCoSMr2PxlQ7BAIgB2CMQA\n7CQwA7J7LIKFErSxudYlVEG5Xg20ImaHskBg0N5MKO92FaBfrtcihegcar/7BTvKQmt0eX4FAAEB\nIq9U8iXzTiJFtJsrTStk1GiUfMwe2dg2WF1qeQGB2lf2Uysfv7D/5wa+tSDQGc9ZQmlzyblEQdlj\nB1rl3sLlT++2clRRY2ys9HpUwTw3VPBot3LpzmZzddOqcGTmwGz9WKQgMSA+s9HPAKU0pKtLzX/f\nxy/MjB86NOUD5TueI+7cePfTFo+XZo4dn47Cx22qb1++gz7J8OuHp1Vitf/zCjO/7iCQWSI7bR0j\nkJPsHLPjx6/kfOnDH3+wkClHslRrRPbg8THP2SGCL11489Nm2ukyqPL4zEzt9X0Hq9LYL4xgKSG+\nf+HjO+9An0eHo4dOHD8wERUsurga5Tavv7+Cnhw7++qz+8PHtXvro49zzV4l/koUOKOk/aId/DUF\nQ4KJQeUkiAiUFQJs7h7PqpLWg8vnP2nLkTwxGJaC4GkvDCUM9+APP3z7mo2kCPOku3a3Fi098crR\nQEr9hcVUNq275390GaHPoy/pCxeeePbcbG3HY87TGhzLu+Z2r9zwG8FjmhV5s6c4cD+YPDlmWX3h\nBfjrCpkS5EjKthRMDlXPk2jRKSz04ELqLSikQGD4/n//L5ZP/9aTAgStffL2ZXvwtb/66kRrZdT3\nDOhrP/4frnWOPn1wrD4edzrr924sfjz32jefm/RlG40skSuBJRDodm32RfvejvvdMfdn/583g3lx\n4MRsCEK1rvz0fGff2cN/vx5mqSr52fD9dG2xaeX45ht/lr70N7/WLTnrUwLeru/0ZbVbC2u6Fn/y\n6Xvpy//ZM6t2f/oFJ3JLn394vn5R8Hm3DgN9Aig4kRzov8xERMwGO96mbsHj1aTWalY/PDfyNCN3\njh+7/S/jSxMTUTAi2JKizuJdd+jVV/dXSn6e5vHawnqSfZivPnds3EdmEERMjNu1ql3t77gvqLm0\nkk3O/f74dBUI9eq+ycPX1z69NPr0szWZZMMHnfTHwlyoXnD8/idX3j80AeDoMxjS/vK0X87qswsP\nNpbyarpzS/+54NfNOAIAkIME53BowCEkBiEej2Czejc+9ty5xgQjTIztX7927ZIbnTgyGpNlYVev\n3h8//fXXqoxELCBtd5sfvf9HtzaDMU+yQUQiZgQQe65Mt+O+Z1ZvP7D7n301CCC3Uh+ann/iwk/f\nvvFPlktPeERD/RVReWUQou18t/Z++cjXEJz1NeyUtoftjjQ8TeXZd1oLF5+ak53SHv35fMjDXzsk\n50ogkVBDBAsGxM+D4OZKPnn6uF4j0J6eqP/ud7975d3jo6PaWkC3cTOvzB+tQswGpJaq7P/to94b\nH/uj3mzVB4HoEBH5sxjPjvs+9VY35PwrIaTGgGarJxtjtfqVd9/SnafG8u7QgsYE7IxtYAUu/vTa\n5Zcrgqwn9jR5bGjPOadGztw5/9Erc97yXgh+PAw1dAD4+U2LvywQTAwIQ/MDAgIwfw4WTYBedUSu\nAxPpCvwmrV669nbt5BiwA0o7YX00gl5LWiEywUSnxxq1H177g7t/Y76hBQNpQGbamzLEjvtSCHLR\n9HEiR0JKzKynZ/y5VXnvD9e91/xCZABkx2TSvCT8g+fm2jdW65FwDt1em4HTgqyT+sz1q7cuPV3d\nEy+fhzK30++vC4K1syzQDhEsEZHZPR7BXB27G2+klYgBEQEPvNLCO2+NBDXlZYxhRXm+BAhKmRBA\njsFMf8UL3750aZzO+kwgQAAQ4d7ztuO+9cJQgdCxc6gE2ZolI8Yadv07P3xzbvzA0ACVg5Do+S4V\nMjj65PtXb02UpGPeE8FlrUEQysNPXbx+8c6p6PNN2yMBt1PwrwsISyBgGwUjAjDwY9UFHJ0rr99a\nIYdKCZdn8eG/8jx8enk1ZiVYN2ZzxwDo+9oPA98PS47Kz/7N3zu4/icX20yEiggAEPc0Te+8H3NU\nlsn6cuR7QRh6ghGB0Su9/PLx9K0/uzXUhiwBCh1VpHI0faZy9cYGK2Tek6A8dKw8YSdOH7eXryeP\ns2x+xoT8+u2/AAA5CyTCIQEQMQDi4/VgrI4HrcXNWdKeACJenDt9zHuwYbISIKvqRG6cczkFXc8T\njgVGaV57udpeOv9qbwRIyByQAYXca3N0O+4nFe1hsrE0yYTA5FY9XyMTjJ+6Ed/42dEzQ5skgrMs\nRKgcVWaC9eUuS4G89+RbUh6yiSaneGEhbeylp39O5P3a4TiXghwJrxiXE8QoBKooSXUl/vC9J1fM\neKnbxZFuIish5ZVublwlTMPL7UZ6880kGbw4em3TfP3Syv+vXksWsb429oo+j+Nc2bc6kD1IoEs6\nx//zf/zj5efONdprZQTnhO91I+rput0Yj3tOSmsjT+YpVirL1XJvyRw6WZBe/cqD8VfeufznXRAo\nEIe8O5963S6FP73w1VlzJytriAZ80hBjh85Ic9WLSOSd+oB9BuByQ0opG2OQcy0e7JwrV9tnsyt/\nfi5WUbUks7QOQpj1B6tzxcSMyo2s4udWCmvA8zollZN0SXGcZQbfDYwBKZjGuihiKMs8y0lrCXGh\nJ/sepYnjglXYAWtvRn7eSZXfOTVuhNdfkAiANLjutLDtdX4ugQGYgaDPiwOTE0JmiJnIMUdUy7yY\nDG4warz9xz/gFo6FMZV6caLLvk2n24aNlslUa/FBr3F0/9Kg4XJCtHRfTBwYMUtyrH0tyRqHyz0c\nWSukSyHBJnH+cWNmvKIRNoUUKITIytTiCrUioZQg62LPAyfDYDXy02z/b/5GsVd852fXsvvXR54l\nQCEQhwN2o2sX4/Hxsj7A9/JIAQ1kWZFaie17S7NHp7PEU5kd/N4TSishoKMMicSWzWACZ5oPFpKR\nY3PXp04/dbTmMqlUvvDBm5dHB9/pjuoO13SstbRJDgIrMmbfdocUXywga1kKov1N1N1MIkglkZk3\nB09Mu9w6a12xQIv+uiAUeZK5yd9+tSqEG7Y3cHCAnadweyGYgAEYwAwQnAKTI4YUiBwxS7JZmqRW\npb7nxavXzq/lsmziYHolIVGSaVrqYYUtZaMlT5j7zasFgh1XGllbqE8ncUVOmYXx9fVOqRV7xcrN\nUCu01vn5wp2Uo9IiSl+62MKIbmYRxlwpQ2p0sKQ8Lcm6PJKZeua5oW374huXRnzdunwXUaDA4TFR\nMgUb6Da820e8pTwUnAzWk9dNvaqXxNfia+utsAytAQ7WZVQtQRyvjwfGxsZ3g/5NB5g2Nzevv38M\n9h9Swqah5taNd96tD76zWfMyXbMbKiqJNMmpUspWeMzrxltzjoAAgXUg0dnRNW/EtC35UcipUd7q\n4PtH15ZNKeTcbH8PELQDP+Bu9/C5FxVZlsyA3Pc56V+/CDCDU9I5kjJnRMEMhqwxxloVep706gfP\n+izimw9GDz2dOy/kVvtTO3Gyasi5Mi6JbGr/qUFbXa6NxrebavZguA5TuNz0krkDHLMcTOCK9DyJ\nzLWlZR4d9ZxwwoONO4uVo9NZ6ivjyvzgtj0wHzN62Lq/Mjk56ujIeFBQ6onlRj3DZPTYAMGFyWlz\nws/z9eX05Jn6pvEGshkAqjgLSrS2mh4Z73b9kAtXH8N+1W/euHvgiVlncqsL1urKsHDb7D8UHDwx\nGQkCZtAjR56vFhTcKQkbROt374/OjimbuTLe7sLR2SFh5QMEe45RsjHX07FztW4uAi9fXoT9+zeL\nY87LKcwf1GmxcMUAwXj3vpidwkQeKNlcSGQAHmCWvxCGse8qpZAZBbtCBDRkrbXWqFCSkwe/eXxM\n2St/Kqae+OsWfD9dXf+/m3PfOsyoO/b2GwvV3/hysZe4zPPuv3m++R+dGd+0o3L9n/SyJ74646we\nTGBLKKUEwsqfLje+9SW9NJs7lV7/6YWpV54NM+0zqMXvd9yLX59OrTS33r5Qeeb5RqLndYHg3zgQ\nm59cDQ/+7wcsuhC+4kjmS2/9dPlvPLcvdoqcGkyYTDngO29diF5+ppRLNKXB70EGgb36g/TQt56T\nRoDIBv1r48KbLe/LX45LI6OeJRkKi2MvHm4VehNqa0O88fG3Dz99elI7Kzs/6sgvvxIWx1VFO5JZ\nCsry/6s++rsnrfOVvffW+fDLXyru36pw+PrL1V5hUMHBwrN//v386ZeneOnZUspSIgMCI0Nx/ULA\nDNoZAjQOmJmI2JK11jlSlp3R9SePu1KWya4rP00iwPj+couCI88ARtTCH6+Pzf1GMcAgBq5eMcsT\n80fjtIIbkKbR8ScgKSgYEFEgwIXv3UvKT5aXJ3Oru/bD2NZPTOQYCKuvvbnqghOHTebl+pMs18dO\nue6WkD1VD9Y+WAf9/ADBBekIYHfzqusdPH6UWForB5Qic9QO31ndP3J2mgFyDYMbqQuyFq1O1Y96\nxgOwRf/yC29v1GZeFmQtGaG1zVlMzIiClfqccUj2QTOvHDhcIkMr7/d042RjS90Y7okSOMnaG9nY\nCXAh5w5WKtGx4oFYx/7E6bF26eHXwH4Ux/7BY6I5yhAqS1u8+YvzaAZmRc4hWaPYOeeIHBMxM6tO\nWZPLtErKnmuuz/gOECHrttYp9kqpBRFWVdx2w/NWS8or+bZz9zh5DokwbfVYuLgM/d4ZJmZECDS1\nlzfKZWtAB9heUG30jLO6NRrwRppFnLqS0skyrXZJBm64VcUEniR2DhFYIBanPsbISKOj9a5VAIgE\nfZ1IGtJCUrIZG2fQ83sDSukkclSJdP1Wi1zKIi+OH4X07HoaCwYUDAC5Iwa7RTstlyvfdldXWxlI\nNKnP8Yqfq6GNVw3WT4ZCCZOmvY2WkyZTqZLZSmuTbGHnaj9IYyGoWLmuWF+bi8ZqkVXJoHJZ3zkJ\n+hT8RexifeYOkBKzdYSOnXPODa2/Kq34qte1hmsCCUvjGZDguNMSJH2kTHX9qBa4NCkoKTaVuo7C\nYGEj1eysqfls8qy9tK//MVwk5wgQR8dnTbIygnGuwdOcxRaBMqD1alT1jVdpxqIifTDSdDZ9t+Vy\nFSdkSiOZjhFRCITCNrlkwikng8raZtdHYewAX+DaOYV+tWHS7npP1qPWgFZW8lI9KEd+jxRY5NQf\n/N6uSE1xL2/qQCOR7ShPsenl9cF3VpyJQhd3UGpPUtrzBDIoLQtZwA2+m6BUIk+SauiH0posqVVq\nmlkU9yNMEydg6A9YCHlZmqtSBHE1sx7FaUkCQEG4X5SAGZhTiWAtSsNE5IbrClWDeii09DMDpUa2\nlFYs9HCf+Vj42SaETtezTjMuk1FdOaJ6WItT6Vhy7+50sOEJzkJrwrKshEk5NKufvnUx2QgnNpZO\nf+vkwkJ1ZF95swQCGJQ/tX8cbFiGCc+k1sVrs+RI5NbC9OGa8VVerN1GWGqnTYZ4Muhimdbqmzcv\nfLKQSbEa/r1vNVY2q2NhrthCLUuNVAK8yIto8/anh8sTIyVJq40QLv/wymZz8pZ99RvOdcZ8kcYB\nplXOEln2SGh2qCVXASwAYCUDNrqUlbs3Onjxx8sV7qYv/b3DNYq9cS/W40iyLJNOKQjzdRj1DHZN\nFILlnsqTWj251yUFAH4pl0jMAAWr87yw7CPorlQS8jgreb7mLMmzXi4YpadUABSGYAckXFCiGBBK\nIRQWQlpxvziPlpkVvjSZby0IIFOyhhVkpkLOIji0zEzOGkXIiAK56hsVRqVoLyNNTamQnUusH6ZL\ndzp+VYFAHh7kom8f3Ll6+cLN1bg+vrFkJk8ObmgLQORcnOaaTGJzm+WgvF1usDuBiBGps/bv7125\n0zLWVtrlu/c2rUxYMwBiTDLSQBkqRKwcfXF18J66celn762hvbkUzG9qDIBlSflQ2iyXQ8fpLnde\nIRBQIG/eevf2+tX18cucmMm7pS1/gMF0WCdKlK6vXcwoakzMjo+L9tX38+7648bhodKqVHVtZEZP\nBGoszDtdt9MvYQgDKn4sr7ao0BGrFAVbYkUMKIQC6gMD90EBAwhm0lk3U2E4cEbbfUIvQ8ErN7rR\n2HjYunShPT7tgwQWorD+hptX3nj3zlorqM8fipfnDgw74pBtniZxnIUSTYJkHEu5yza9c1k5x4KT\npet/tHK/HU3N1F0sR4F9TkAIJ5QSvW5m441WlJPmpc3h4cHaj75zqdPYV16jaNR3xPPVPF5Mkpjn\nDgaQGLvzwyglo0J7+83v3Vpdnjh6yGXZiTE99vCsM9hc+917n978U0QRzT114ize+uG7Xf+xtvzI\nWqu0liEKQO2D8bw0SSDY81zzc8paVkp2LFRPKbZOKEOAICQ4cuSIiJiIyDklEBDBudX19dttY3Ji\ngfwIMjbGtT/66aL/1MGZ++98QkcPBiyZBocEiKi61949T9UxnnvtpXKnfKAwjMTWQyBHgklEClho\nIRTZZGf7O4EIBPXuXrw8diqO5772apy199XBOZZgTegpWPvg8uJGsxcSSEg2WoUe+973flZ64Ynj\no70VOj5/xySH3fnLHz1o5k8f6xyuSL17YSl0KCm59tMPo/31cunvCZHWjy8PKax/ng0MTub3f/rT\nG/cjnXTee3f276Sf/uRONL4nJRag05WNFLUqkSWQUrRvx0pLqT/Dz/dz6cPYZ9aM7IjZMTEwEYNl\nZ8m5vueOI1ISEJCcOX97ubXYiXvUx+2ulUng1j/54XV1c3Zf873luYPzIQnrPNk/wEEwG7cf6GNn\nRv7r2FZP+SwLBEuU4KA0VlF56jzQseekz7QLwbuGxCyoe+f8wtOvrXz/1j3zpL8JcZrFvoKUBWQX\nP/r+e2siUD6BllmzXSD47Y/tK3/t9FQEm8lIsMxw98fq8s0WhNnNe8+fmwrcLl8diQ7QtC9+Yl5+\nZf2ju1lttqL06t2H+8UcCGhd+P6HvS+PVHp37i7d8+LF5uzZSfOHj8NE88qlhUQq4awlQDH2s9Xp\nSrjL5Lw17M+pD0siFMDOd44F21wzs7NEjh25If06p5AZmJ1979KyWmciRkDm3ee3ytMqXl3RP7sw\nqjfHT56b80mw9QrZHrsPbrVmvvLq6L/uvhfgCT30ey/32ivriziBresqr/q91fF2GwPvsUu0r0w+\n+LR26q+s3fuz77X//uEqQHUkCCQYja2V/++9G72JA3MNZSBQG1dvF+/dWG+8+GrVMsrQY6dKP7jR\nEPvPTUx+5+q9dnnM34VfUoIBsuYnG9Ov/87Cxvv/0/5Xnowgt9s7AgyghFs7/2Fy7H9Tq/Hypfev\nvR2UT7/ySq35OARnG9d/drWjvGUUAhn45QeJ9ORnhfZ8Ph6NwADIrNgBCiCHwEwMxETMwMTcZ9GO\nASUAXf9kdczpcoUHr+7qaKijMKqWYLM9c2jfCy9PakIiwAEBQ/P+zc0zp8+E/7uffdjxajND0x6v\nXbr+4P49t/hJutGsBsnGoeBWUgke5+UKEhghXbt7tt7Y/3t08cfzXz5S8UslUkjCx6Xz344mXz59\ndCL0YirL63KzkIqaWWW2EbdKnApLOYardvzMmenaSPuHl8svEvd2ftgpBOasdQf3T1XV0/d+cqAx\nW8FouAcPhFzOtVm/vnTm919G5Z+Yr1ffO/P8k8+ckGuPG4dLmqsraQnHwkollMwTY8uSae/AgM+r\nD1uhmBiVQUUMwrMCEQRgyn2tmgfSlnJ97yzcXN+oqHK1WhhVdjbYhkj4pUa9cj2unzn3wlOxsJKJ\nB51BjDeW27Ia8X9i37xz8IWpoeGn++D9n97sOF6tL9xaLAVpfHr6dqesd+1dOz8oEBFsr6VXbj/1\nWm7eeWd2RHZb6+sAqHxYv/bg+LnffG6S07Bja6JFq4UpNTMqAIsl4aOXE8GJ48+/+kSUitdvfrye\nIsU7EUyAAGySTlC367Xn1Pf1g5W6n+9CQMKms5bOfaXcbgf12kgtm3j6yWlIH+v+jQjo6Ub95erk\nZN0Hfn91STkn5Ge9+LmELF+7jJRKpHY5SZ33fVMFDJweBmI0KSGFBEZ99NaGqnXW3v2GRGKBVudC\nOhJWgNR+4PuhsPXX6ds/4zO//1sj7TJIo0UE7SVrHREz1LQKYW3BH/mrpX/1nU///t9ZlROBaU7W\nudQ+vzBeamtwjYkoadefGnOXOjZiACBGaRwBkLOi0O8cCcEsbWBTlWxCY6TEOHlO/4jp98rGeSs+\nGlLtH8rJZ19prNOINdaBy2Ov222EsHp3NOitOy/eCNizmyubvepf/xtoyFNPXfjh9euJbk6AI5Rb\nm1xAzkvbsZ64t67GIHri//DO/3TnHzwb3/IiTlhY6YhYoJAlDaUqm2puSMLCt/8R7HvhlIF0gwUQ\nCE5zKs2MPbjy9pNCSGFz819crsyVM/Jp/8vtpSsLIxv/+e96rgTJqdbbLRvqRAziegsXjILlSehv\nTwgPnw/j8Ln+ex5lIASkClqlvNTGapqDhizR5ICYSTmBZNJcITADSn7yfrPXXq7t6WxIIFRp/EDr\nw1ZbTJTzmFEjsSwokauT40sP7pyddWNPLObZ+dLqvU7gaTDeyJEzEm32wkuHQIcmXTwZbH4Ajw8+\nZEAho5Hx2/sfTEdz8cgCvcfyk6zSFxBUEHrIfY/MYgYQGKVXo6W77UaDhHZLH3/YHBmEf7PJcses\nyrvGRchClkfGVzv3l8dq5eezePO97OYuIbcXsV8NOzfmQsRcH3m9fSh0TvJwr9aqNDPfuf0np4XM\nOssPNldXVsd7hpG80YNHO61ssiwREdXjmG+hB39efTjXUpATOmPJjtEbSq+D95VgIIkSXu0kd5a4\nvm+g1+5iElYJr37omcbV7q0Hx+qxcRqAhecXW0bp4JkH9946UC9Vz3XX3n/31tj1zckohJzLpx7w\n3dXevideqSrNcOFAernU7jYf5xRlUUpdO3Tuzcpc/di+kScu3/jxJ+VP2jUkQgB/BGxmQNktdVJI\nIOGV5ut33j37REXl+cqHb5zfqJqB81nSywBI1nd+hxwgerWJmVurH8+dmQi+EXUu/OmF1vWdzyVa\nVaYa62+9pMpko2dqK0+Wc6e2ECwhnH+ue++PDilpN+/eWh1NO90cBGK078nUv9U+OaGRGR4bqP7z\nnj0YJZAcqJ4QZBn1lnrS9w7oS9Eo8MCLfP3m2tMn9sAvMIGqHRBz5x9c/n7pRCVosiUbSCyEED7w\n6uo7P/MWzoyp9V67vZ6uOx35aHre/mc6ccvfzPwKE+rZiTXqNTc29j+m45YlyvrR+M/vv2Mf7B/x\nVefW8mTHWkGMQKXZeGOlPRmkttjsCQU41OWnnuld+ucXjk3Eqzev3e06EojAzNRq2yhgKO0kCeEY\nCLzqsdvXPq229nlnwlpy94bZZaFCqWsHZtbfujEx5mWl4wc3RoKMgy0/e8y96Rfzn1z7hwBIeZq/\nuN72tUaQXiC98ZubT00rkp8hXG2f6p/nfFgAESI7BGbg7V6VAADMCpGBEdDsD84tLO87An2xeFfL\nCMx61J/5vT9//0+T1587ECI6B2wGT3I++UoSf/zG9YmqWrrRaoxHodJSIIIcP5e5SrfiUWpS54FN\ne/E277+9wAIClOa9F+HB8vcqI9Wbq97soeCWBEZJWJ2Xzdv39we87XmJxLr01Hr4yXffODJr763W\nDx24ebUqkIGZVpo40hAsdu4NyiG7XMkvZWrz3Rt+vC+91wvHRfnWjudKvqzMn/jgzo9PnBvzMFIT\n6DIEMUSYcKZ0UlcOvJ0mWNs/VX+u2674EqxkUTs+fjYOxhDR8mMNIz/v+bCHjlBQpsgRoNvm+D4Y\nHwAwM3ASHjxwal2OxI9uBxSwBVWrft2s3vph19CkVs4WcdnMANHBL+WVO/H3PMzFvieO0XoLshx0\nwN5BFZ6w/rlxaZRVXXYk/JHJx3XcMFjrTVf+1sqNqxc3Velcde6Z2Q96BCyEg9rRE70bH88eVMNN\nypBAIj+svd5o/NmD7LZe85/4qk+XhEBmJry/rmamfbNrxhARyQA8KeoXbt1vLm2Mj4yfOsn3/9GO\n5wLhvEPPdh58b8PXVckcOBKAWzlOFJCsna6feb7bovqBg2MLF0NwRAYcyqg0S63QgrKfJ7HAz8ej\nBRAjslPAjExbWxYiADMrZkAgJq1YjpRzCXvwaE3OktB6/qXuj6+/5Ta/NjYigYQ/8HvkwNDsbx66\n1fqUHVcOnjl4Y+FO3u6Rp9fj0Vk5r+CAtspzIlfIqMLH+iU7Zpt79cZXN+/duL6M5fn6vpNwm2IG\nFA7Kc6//7PZb+8KxLUd4QmQGbSZfrBxYzVpBPvbC2eUSIvZ59N0NNTUd0a4oR+c0IoB0B8rz15ut\nxbXG6NxTB+7strSZDGaf7URvmEbtUOAMoPQIthAshEulNzd1Ks/ZL5dxyXQ5tiiY2GolVdWlnvgc\nClChB39efdhIgUQocxRgCVVhyRm8zX2pjsnVuGmqHlNfCN/dDwnWWgHozb/UXb71Xj4PVSBWYdEt\n1UzKJw6vt4XJjGpMhmbcN3HKym5kujpSCnuq1w5CQCXYGmcfL0UzkPV8PTN9/NVmHDXu18cad81m\nBwCEEf7Ik9c/uXTlUEkO1QdGAAZsRqPPn9PxHQ+rU2IxK9Yfr3dFre4luxBsnZKShbo+Oj93DqFZ\nolTPilv3dvbHucSvz9+P/3n91vFJj03uh57diroFRkhsWCr1/IqGfDnttpsuZdQMjo0FjvJcis8K\ns9w+9p/jfDgPJJJDr+NpJqu8h011DKroYQphCDm4RpfAkODKg41ckkGpo0rEG/d8wAAAKKu9MHfm\nu+/8gTry4jPjtLgasyBWtic8HxKs1wERgSGrtW+OVKbo9r79ACl4LjCyAQCcs/KVzbqK2emAN6PE\nKk6gf2rBAImHcZ4nG9JhSASJD1AaBYCRXGFqOKE22HREyq9NzP/4H1/8W19TEhj8QDZcewS6rlyG\nDEOsncMEA+DOypgWaY4ry+/ji8+XrRI+qKyZ5cMAdRGA8wDkHKRQQah4LstyP/JTtjEFSdP3ApNY\nKYwuUzb6+rGlD/7pxf/VV8rdChIq4TKVbrRIC6stVACcqwIw6DrE2JYyhE51EFtgtAeZDC2g9KIA\n88LgsnOl847z4Z1Q4MswMTOCx57xc0ilM0ScZ1amftfPpCQABLK7Ihtyh4guybqcJTn6Qd5bXlgL\nh+69YIU/dujEpv/jFV3iUIRLzTjuZVt5yPpegsAbPZu02pVdMUA+J93YdZpTlFOa5Iw2s6DkUPjR\nQJlh2wMCQKThIvaJ016cpJQZh8w4duTp9YvX/v3Nv0MKTNyNoZ2Az1vJfzxLnKUW2h0jA1XnL3fH\njzakgR4mEPjU3etAOkWhhc3zLOn1kkh4nKUEZJ3VyjrwG1+rvXXvn1179mAVgYkBE0sm93cHiGwm\nTFlCuyjW5V2ztDbyxXw3dgHv+CcDITExsyUCofTuLDs5MWqXcRiHNvGFgDzORam85ZOl/NHjmdz3\n36r9h8Ym/JrzK541W6ZHBkZmho6sRqZrd+XO8NhilEFXaKY81/V6YDIp5DBrj2CTqxHtIxMjbMUa\nocyt0VUbcg4KHOg5yNOrH97/HaXQGlUDykkq2H5IYFIbjECWelpXg9/tlo5UncUeuuqsHyZ7IThX\nWgjLXr0kbe4Lz1g5IkvsHErn0B/92pT3vfdbtcOITI5AlEYaynq700Yl/njVM7vn16nQJe30i6YR\n2w4PRWL1TZPAhEREhORYKC/cnemOBQop9eiLmycbZIB1OHW2W5mvFvcFGX/stD///tzBkdAT6ik/\nPVkXOCQdZuynNDz2irdf7Q72Y4jmn08PBDkjQHn+2drBCJjtEDEOSM0+F5/T4HhHcixRP7YRz5aF\nh+hgdeTgi+morQohEasnesmhyIHbUu8yy4S1Ixt2FC2CqJyLVQOy3JOiMv+cnt1TmpVCMmN1/6vH\nDtYUoORg9gVvPgIFjoi1Vz7j9JWx+RkEcI6Eenb98KR6hGVu9MRmtD/YrQ7Kfc+kx+q/qCxOvO1f\nfQ+OAsE5Myrf7g4fRY2gVHX+P96YmPedSUeqJ+mwOD00YSqbGH/Um/0/1qdnGjo3v302np/xt/sn\nMAAzz9M+eWR8t+Em1yPPiuz0ZKIUejPPlyvHpwJrcyr2JKt14yy4o4Gg/rnWABICf+aFCWiM+Qzk\nRDuqHXLH/HoFJOjpl4/0Dk2I3Kkhq89IKjX34kR6PEjYYhCgRJuDKouJcyV5vLqXlBcAOpKTZ0em\n5idDJtTVU75/siIDzp0Q7Fz5zHg7mCkZACaQ/rda44d8oHyngnvYjqtjNUU7PTe8E7+DJw+EXzRF\nyEOwnYSHPjrMxEToAFEqTVjovcXSz31wWsfNYDOYEHme1n2I102lPpwQmzs/lDZRWkEep5NrabUO\nORXOYA6QgZhr7baoRLzrWCYtyeaKHZlohj5K2lgJR2pgjXUFgk2oOF6F6cVxmXnSDk0/OUCkOu2g\nPREBprm3Xi1Tz0RhatDTLrdZKeLEar9wPM9BBWjXm/HJoIPEtTQXHmWyRDLfbOLYyM4ZLvrvWzQ2\ncCuuUpeQs9Cm09N1z3Geg9bgBILQaBKPMbdlXqp2o4ZwNt65FwXdJlTKYqguFO2LVscbCTnZS5we\nJk/dC6nFPDE5YgZEdNYy9AbJV1LZC5pBT6aIQGmc7qLg1EMiK0YCLaVFnwzocN+WrANG+Tk5qWrA\nRCx9LkUBWpDbTj2QAYBDDwSD3kkpnqNoDpUEwdZ4jdCTbB1uudIQOywJ50d9BW44Dwg2Lfn1klYZ\nKktyFHJZRpczARHr0BeOhRwGQoBmNBLrla6fUcllLNBZFIJTIepVFnuahHMnyZI/QoGEzCoJEJUE\nWEYQKIFB9HvaZy8C/UakRYpi155qgyl+VMpTVy4DpF88UdxwPvontUPEDA4Jt529IAAT7UJw5iST\ng6CXS3Za+y5JdKC2pHnj+dKQYUeESkawjL4k2grg7mujDC0AZunvQrCfGQwU58AutYGnhM2N8LaE\nLHKGtcs7nrTMDENjneLMgiOtXS7YstRZrgPoNkcsks1JpKi1EFtTqsgaRikgSVnJ3GnLAMi2J7zQ\n52zXwX8BKXvAjmWGzhlUgiwpMqz62TFBooKe0V7ZAgAIoQ2TST29a6/diEIwRuidmDQK05ij0hdO\nx/sQbCd0LrynAABAAAIzbbHogoXszN88zCNtHUrYyhNdwHAF7fH3Vlce3X4Be7Gmwk843+N+8d7W\n+1sR+NvPU3fCzvzV7jGscfjeIKvM541BKPpPX/Bqhv3cAdYysHWKiZwjJmsJyFpJzlnnGNKMIdts\nfW5WkbNEInyssfwXDfzQ5Zf/3i8ain580ete7TpiRhQC+qTLjogBURQeOzlLQRa9z41gw0KQe/wp\n0C8c+DOTMP3i3/tFQ9GPL3rdAxwxMKAsRGfnuL+lUf9vwwKdhc+PYAnMKHZZ1v4i4Iti6tcEw8N+\nfNHrowGxj0waYBQRnHU00JMYERgQH59GqQCPHAh0uyIDftnwReNm/4PibX+BsPN89+e97gWIQEQM\n1EcxISCQJUYmZmLyrCWhcLetdC+QQIz4q6Dg/4VHPxoEDKm3v/+yc464b4pmBAAhlfzcFGxYAuFf\n/B78ReNmv+h7v2jYeb778173gr5VVqAr9mAc7MEDY1YOAgxo8XNI0UKw+4uXogG+OJp+9ejtA/8H\nXh8Frp/orC9kAUC/MgkK7m/dnJESwCrE3mP0351/7z2Ih/XKAvaqj1T87VmHEq2VO/RQAX1lE4d/\nb1nJAB6Rbsg4pdCRB6iEy7JACERmltaBBLJD/95C7yUWgnMzlqboK7KgklI3Sofn41umVwAg5jBN\nnPaUMBKc1Db+vMlMd+r3P+/fxbgLfV5YCxKt1WkuPGlyHujD2M+qQzhg3DmTs44+R0r/XzLkKIEA\nvV2b+44V9Tg/YY0OEVBYRlYgtM/OWOt4TCIIgbAzKMnPc6d0CRLQNkGtM8EAYrfJsbAFkgills4G\nLndK/sWJIjvHnYNkAvRy1OyIVdrXh7cML8zcP4VgBoBfPYKNluxA7jJp8sDkue2Hz/RBEwqdQ0R0\n5KRSJABBaASDyMS745EBBSgloBuEkNl+YmtA3J2PmPuULIGUBgEKJDn7F7hV7Ri3UZIcK5UISZaF\ndMQAgMNTtEIvHghqn19N+mWBROZHWeL6i/YhjH6mn7ADMuwp1HEvtkCcofKjckmsex46x7sOvlMR\nCLO+2nJBrVEpcT/f7e7qPcVHUbZXuuApDKtVL+3p4C9QnXho3AKIEdhB/3yQBnLV8D4B98Vo6NPw\nrxzBvnMgkLKdqOt3GR/au/kzko0SkhNSUbJ64+biRi/veZXRicmR0ni5FipjdyEuCzWtffjWVV82\nDp89OuJJKRCYduuNffxy79bPPm2qyJs7/fRonu6dguEXDTv1Yc9ZRCQjnWNENoL7KQyHzw/Q3kcv\n/+pZtHB9FW530Q7cScCfyaNJCiWViS/cv/jJ7bWeMV6pVq+V/d8d2Tdd871dJ3eInCx/8uMPQ/an\nzr70/CENAA87wQy+2scvtpYuv/3ABXrytnmqJDn9VfFo4ZgVsJNMLICJEQb/HzzNhbHy14SCDQtg\nRr1bemLcLjUXeuFeKHZCgnSby/9qfXETD9UiZpennVXTmzx+5thUtCtcU7J13sQxmBbdhbeWEnec\nGQB3q408EN5V7UAyRwJ+lqXdZya+cOW+nxt26sOGBROAsqicIxT9vWVLdhjuwb8uQlauFDveK2fF\nw+j8LCHLSCkw23zwA4NjJ549t4+TzYU7txaafzh5L0Y5tsvHDpm8qWdGV572HnznD89PTB0lZhBC\n7CGmY/2gPoOK7aWlt0r7Z/29AkB+KbB93JmS7FjKVEvIrfKcEACIchuCtzEihqEebPqpzBGlQua+\n4izYmEp/TQxyLSKwc6iQrN7aJre8OIpWAcBzDiU6FwxkOtXXa9mzDqVwFgAFCgTHhMjWVq0FAdaW\nBjY6aR1ItLZkHSi0NnQktCAnrQME5wp/XEIEcERSZDySfPtf/Ltnf++V6bAUSSJKmyvN7y1dW6i8\n/rdez6QzMsC8yERXTEi4AfF3/ln63H96qNrKa6rt9fOKgRSCGVBI51AJZ5UlVEj2zp/9+95v/68P\ndvvk7rZ5TPTbRcdCUZqVh3aBvulBZFb60mbhYJ6lcyDAuYEoiXLwXOEfLvNcaJHno9aCBGsjHhgG\nisjuLEMlTE59lEKvn5KD0376FRBMxlh4SLhkYOBUqkH+PSGYhbKDzosBNTnUwCD8LXxubZbYX2wM\nAJCjAALUDvphMvngIYMKgIRvAAGY0aIUQEKi9qgQCZARlEJg8DFXipmlyoRAx6ilJBBIW7kPBSAg\nIgpFnHdbUwdmJ0e172csdFBqJG555nJz+ft3v1nxZRZLzAa93fKhUiNHj3x6bXGs5jki4Q37KYBA\nYIrAGQDGiGwAsT4zcWN5eao/0Y8oReEQ0bKSg3UPciDteBpQoBfkfQUQ2FG/14OVMeCpQ6KRgQ8C\ndWRBM7NS/V5hgWCwShATekPfsv79gWqJ7IABxDYE91MZMEulBDCAlQKJQNr+9IEbYDTVki0rtcUE\n+gPZydoSrdixVln/ddR9PEBLaXasVdxvF1kJQY64pxQZktoNJiBRih0rZZRkS1KlWiOhljGxEMhc\nKLauKKKgwHHSXD2wf3qs6pB7jNpTlej1zfnp87f+gGYOHlBpqnxv0N/CMqSJSmefu/3x5fGZwFiU\nBAiIgH16IqGUZENS95RkQ0p5x0/cvfnp/hHXH/wuDGdKOgtKF5RJfcKBnhRMLOTgPQACZMGcDp7z\nBs8Vm3sqJRAIWcy3HWK/zwkTpSB32w0ziAgwjIjvl8LYFh3nUODAhMeIiFqAsRak6uMF3aADnhAs\nGVgiFKY8BMBBRvOBwIcAJCVLEFL252uY41ELRAABIfbT0iYIzhpihcQoto63HDIgAiuJQpOQoZQI\nKKUYtFcsKCFEP4+VUEBZtz1ZCjUYJ0pEyMRcCUNfdO/c/fYzuF8iCIvACDxMNB5BxhNP/vjHFw+e\nLCtHIisoSgAzIDABM7BFJkbB5B06996982en7FAVeRh8KUmyUkVe6YLlmr7dlf0BgpABBQLkUBhS\nCmrpTyAJBAECPSEAQOA24YCBAaTSBE7I3rZvc4Fo7B8Hw3YpWqCUyMy5JWAQIiCyhpUqWEBRm0w7\nAwg29bHfFzvgRQ76P9Dgd+UsSrTZto8zMIA2GUrIqQx9uhfgmAUiGgIJ1skBswmIUCFbyhiFsE6a\nXChhSQlg5q1zS4EoaMC+mFEgColA7BERGeecbpyOosrVH/YiPV5G1RtQzPBYzG83G/Mnp67d3YwE\nIahBR1XBojNCiUTKMAqkzKudmL9++e7TEh0/Uq2yFoDzTA3U195gPJocCsHkBntp37CCoAf96Q6e\nG+AYFTkUQFbkhAKoGGJhoAIJxhn3kHrUP/fvG4hYAjlm2qJgKfo1tRtAjlCpGBE8lMPoPRosrsBY\nlGjNgLKH6XX7rBLBDn73rEUlrClWpj/YO8TgdxpMJDMIheQUgNDCWTVY0coCanSsjZNaOKutk1o6\n218WLAqxOB6IOUTOCV0ZiVPDUqNwgFKw5B6Xa0809t/5L269X/HH0VZhICwO3rdR3gkaZ566vLBS\nVxopGPSzz9AEVqwVWlgbWCc0kF0JJk++u3yn65PjR1XY8YkYkfv2pj5l9vdiJCGLLbJvXWTq5/os\nKL3PCQfzh+AAkSAwDhU6M9jUh8JhxC4H5GFGfCaivoWjT8EDquLtezAzWcqZSOg+A2WbmMrwgygQ\nEXJGZBbeQLQp+gcw2Gtp8LtlgUyoqb859FkiA4DQiKBkD4VUUoiuAyEpTSogBKDWNOAEKQMaBASl\nEEEKklII1KorBDgQULCGnvK1BBRkndFBY/rjByubSNyvciK0SE070pM8drrzabke6qSfhYWxYG3p\nRLnZHN9/5v31lemGRy4ZdJMEAgMKzQIsMlpGMMjQiYKjBz55sDZCjFLulrIsO+Nk6CX9nQC8Yjwo\n2ACKAUrBCAEIQiYDxBbPGexPeIISCNFzqABBCh7ctwNKt0o7QD8o9LV+bjumQsiiAS8YItiiA7LG\nvQUgvHI1PMTMprPRjRGFEIgaUQgUsKEUOFCKB0JSkQfZ9kOtMRv83tUSHEgd999DHuydHaWYWKme\n8oIw8CQCAOed5k2tBUit29B/LlUKCZRqKcUWpIqVBkal20oCoRzqfVr3ZWhH1oGuNO7dW1gBRN0E\nIhBajfTSdgBOnf148dqJ6bC7NliRBWbMREC9RnnCxp2UJfDGYEGyQGAWYkP2hby8uPbq45OXmhsR\ng4BHHKe/h5RkqlGfHfx9bTDunqcpd56XDKShVEpklKrYg4v5SfvTB5nvsWHff6AUECuV9fGLZtD1\nzcjPulCtD483BzbKLSGLAQWIoV+0SrBy9//95tTH6zwi3f5TXz59zP7oX//g9m+2DWSCu9UsHMWO\nbMQP0sgLIygJl/ScDqQAZnK2SNxd7I1+nxA46S9YLEL6R2LR8Hs9avPkq984BRuNNPeDB//mD6wX\nhp5kDvIkY+XruC2DLDOpF4RhiL12ZTAR6YZqAAc662GYt7zxuddeKscWnS533vrD91pqzFQanKdt\nP1Lay7l2VwippMTF0Jmp6dWLxwfIHRwSQT1ZTyb3Jfc2o4AyCCOwxqHnq8wAiZGwk5mo2rlnhin9\nuyOqu7YeHqwsJie++fJINtQVcwzNp3/6Fjaz3FbH1N88cVJe+vO37s4n4KdNUSdDKtBb2l27Aa6m\n19YnAtP1G25dW2NBKGF8p6oQU7OcbZTncCkQbDOzldSktA4lJjDllpNt/5v/sejnx8qkMQ4oN6Rz\no0yuWfaCVtDbctlBzsztq+fvShXWzdKF+1XydeaPpJfWXdnzRZJnarO7EUzJVZtqYVubpQgyIzwd\nyLgL1cp2aQ5gK1C5qGNU5HO+6Dw/i4ORB7p3cGVG5yCE7a1vtD9RnhbgiNgxCimTZjChjTMoXEae\nxuagnaClG+got7Y86ppiZLLX1egLJ8E66Sl+M6/N6DzpYCil3TR1D6WUUiCZ5dbMMbt8d7BQisRr\nUd4y4xPNW1xveNYpr2uNBalVF32hqrTSUxNT2YO8Wgibo3GYLN4PJbdlp9sNqRinBkpXLr379hRF\nZWtvbRyXE+O+5uzt5aQa5hAxs0tsWN4oFrpaa42O5t0bge3pqLUQeIESgJiUIc1iPbZZyZvR7fie\nKFW1zezQlj7fxBJQ3mnkpXqe3b98TGhyBCpjwdaijmXfPzqDIoN0gWCVZ7nw8LQYGe9+/On1t3Bs\nX+Ww23yzC5P7Gjp3uetuxCqaGcOSyO7doer8COeokirf/jQdP7Srbm/fLgYDAh7umVLLjSvJxOkp\nPXN4NJCBBQmkRudHpBRAlnLla0HOfZQ0Ts9IBGNWbq6FB2a6A4oLurqC6dqD+6UDx4IWV8dD56QH\nDI6r89Q0rd7UuTHKEtRoVy63y0+gEFII3PfgPVs/Pn52A4b6aZ/ncepGKgv+vekjk8qCFNYaBiFW\n/aqv/PUrl0ZPnNJr+RAxpXopvpzrmVIeHpsuaS44lgFlTAb6XDQ9RpuXP/6em2uMHFzyOrA8ebxG\nYDWsXVkdOVFMeGPjo3Z0tMF5SIlwt7swNTfuMWN7BB9c3Bh5ylVd24/u9zbqx6Z0llGxwHQsAkGb\n9zbC8aPUrTmHyhqLqiMFOCeUG3jAW3DEsK12oVERHvn6dOOU12jE53946ebBuDQfHE7zknjh2enA\nMsU3fnLz4AvP5NrH1ltCPfnaUd+A3qjFb8DSyS89MWinGLDDviDKAyGs+L0cmQ/+3dVz3zxK3uRs\nYFyGQum512bGhVKCiXpe6HPay/6re7O/+3SovTy+/MYn1VefGx2oY5Qqj7tX3v/uvpe/NBm78vK+\nikB2qQZ/LjrdSfLm4W+c1JY0cHzx+0tT/ymikAJx9AMMjv/m2aGUXpSaM9JxVV778L8//cqZBhBW\nuV/W8X5Y0YKv/tQe/dqrox0bFVlZ1qOg9cMWHPtrBqsT1S3/gFiH0dRT6onXwokGbn4w9V9P3T1S\nf6Kx0fv+tTPfPMpJ5sOV73xy8q88M3g+u1qqnvqrJ/004Bza77+zeOalY2ViuTGO5//tu0/83X0V\nijWdf+PNp756rmLNUB9asVJKuv3hD6deeTVYqR5PgBiQCcERwCDTe1/eYuZtx4VJqLyDX31isqT8\nEKZU6V+2bVitJvzeKp947YBHIDtv32gdefHLLKXY6H20Wjp4LsrA6zaad3wXHfjNgnK3IxgGFpW+\nIQQAAJqV+F6+6Rq/YQzKJI41EOjyyTlSnicBIFEaTLeT2M1KuC+UoU1bYjUTMwcKNYIkcNL9dG2s\nvP9Q5qLxyOs7ApOenDDN1j9eHQtmfJKehd79vEtPgRBCIKS6s7bfH5OFJQsG/co1sQerpYX9cnRG\nOSAhpECEhpYGnJ/fHedSI7RBsQeOSi8QK5w9x8ZRBlz8riRA5cRsOkJaqXJn2fbWN6KxEfiJ28wa\nB6FtfVpNF2arRY3EfDlv0dhB32p2Yu2W1xYT82UDqjECy7yeTxwrUeon97xVW58bsW6oFhIKknx+\n3asdfHpkwc3cJMsgnNXOOhDGIgKTs4iAzNujCzPf2WisMp6xS4NKmbvd1IlAYraUd4QCMFp0bt+Y\nAxScezK53+yClgxIIDhNZL3YI4Z684B686FtZjAwxzbu2iBhIALfR2et0SI0UktwxgVA5FTJx/am\nVZSrWIhkodUZWoZSTUZKiFemMhbgTEU4kkJ5AkhpKW28OpYJtiK1GpPl1elswKIx7/as1JgUUuvg\n6ogc563mWitjROBcakFMVKK855dq5dV2mueZhYJFBiRVtu4HXYlkWHvFgq6wSx1WG8qkPe0rXfFs\npx16ym3e39/KIFGObXOhtVWex7bWYyFyNBY8zlrLXZCUAWDGNl5rAuXWaNtdW+sSuJyGp23Wp1Tj\n+rWFYD2uu3iDnWNkcsI6QiYLMDhtGFgWt+3BLkFGcpASpes3EJmcydE1ux1nnM2laS8sdUUi8rzC\ntmXQD0EKhSCEEF5pp5BVQOFVWSgUoQ+lUlQqt/xAMWgRCwDIAcuINml3kg1AHZXL/mw1aDQo1lie\nHCv5tX1isFBMIJ3ya2EYlcvCc8I5BoGIylgH5Ozool+pgPBJ+H6EqmJRSAQEv1RuTIxFrmDRrlh4\n0jlPV2pBVCpFoKgEwFkvzlo2NvuOjc6Ua42qL+0wk7hnZClQjcPdIJDE2h8a+5msA2IhPFCKYoc6\n0Jxi2QNQHkYlgHrFL08V2VCtFF5trBT7RCIoR4EIKhW0IvTBVeuBXypJBg9DHVRqVZ8hKAioSdjz\ndftBnnTjzOZpjsIZB5iRYOdAZaLvpEXMgGKb47v22KAi9gUYBb2lKPIVkoNGmEfVkjE68Cq+qk5W\nMBVlGKtf72W5zJWvAdhmSa8+aGfbSTgDwFZJt4KCkYnyXgulhtSgZOFrsI5TMr2NldXuv0Zdndo/\nWxcmtWBSrxMqjSx1q9g72aZWWMPADvIcNbOQYI1mB0KVypwnhm3CmGvOerFh6At8aTcxLu/1/P7S\nxoFFFSRbKwlEHMe9HlrWlHU3Vzd6P7KpOvel/F6SpnE5oyEHirNSnuei6gUBU55R8XtPCO2BEBu+\nryV1VtuZV6tCkmdJHCeZJnTMZCwUaml7oxVbsl22idTW2W5iDGYqlFlO6NLEusxFRM5YZ0QqdLHA\nShXAUFX88ZFqOaqp2pqn2BqlMymIXCFFC0HEIKRUKoMIm9aHegvq1CSD1xaSaz8433vxxf3tbkit\nT7GSdRxKzDpYle2VJHSWbeqBM1YJZwygYR/acD+bjpppKSBGIYBzRCYWwoSi0yUB47mVvjS5SmJd\nL1FcAwtKARCyARCsu/d/+N27zqxJ7Pov/VblBvmpkYLr0Gl3vTjLx6FHKENqtq1dvuhSStfHSyIO\nAICdjIwnsBtGS9CEKliN6HrWBTqnMFLOMQiIVzYoMGFsgihbWFxqZmMnD5epo7MbVzutu6oHo6We\n9HsleP+/+y4evtUTYef4rC6bDnnGCWlBpKlXIaV9X3QXI8j6/R9MfKfhd7sy0sZzGxff/mjhyJdf\nhGteVZrGmMdWlmIfs1y69WODhVrXvtdrcSlCmeuqajU8y16FXLNacU09IlhKRojXYDP1pM8rLCPp\nPLsqnaB8fTlw7djEzcR5nFshnfGZUCGxJCkJlA05sl7KmdKWdECYJU0HpYiDmx+/fX9xUR/+zZdP\nBQAtm+VkaZdJfTsLdiKqVUvNW7dEoMb214WSaI0tCQHEgMQQVQTApfXlNmsJy6F/624eje5sp3Px\n7feW0MtfGptw2dyRsZ33PevIlwQf37my2Nm4v6TQ5sbfo4I5Awjfs55EbBunnENR8zyFgDL1InP/\n5tXFP5MqnDzx5Hz9wcU3LrnsfvFquPjpm/fL+86+1nE8fyIqy6ASJDdu5yqamK176cZeDu/VtovG\ngMX0tR//5GovrP7ea/u9hgfx/bVUeJIsACDCsDjq8L0NPyeyxrRa7XY5Iy2B8iReWzy9o/0Zi2yU\n15ARZV5l/6l3h2PdCmUCAEBARuynsmJgUNoY4WMaX16go0cjtq0HH3zciY4cevVwQFly51qSsrGE\nsBeQs6oUuvafnD+/qUaOHn62Nl6D9nKThGDnGAzIymiNkz9+cGPJ+JF3szHRuxX7tZ3trP7o3y2P\nzlozf/r5Roui3cdweaa9fM38wa3Lizma7NB0VQHI3b5vAzO78KSQAkEqpYRAydL3BKDsjsr1n715\nM74+Ei2cf+/Tc4duv/vO5rQ/3Fm8W9/9MDn93FMnulmnfKTtKjq+m/z0fIvGTzz/9Ah090Jw9uHq\n2XOQZuXFn353afRw7Vv7AhDZxvKlux0RaJN5jCgFu4HAOZzQRPskWOhqpRSGCNppUB7YXSLN2kbm\nUuHZzMu6frA0TFww8L8qHAb6VjoYni6BQnJCC9v5N/f0b4yWTFI/cJo2dS1b6rqNOLtzNc/B0qNc\nF4bziVr2bv7sk/X1FOSl6G/OP13HjY+u3AC2hgDByrF9ddN5u7XeE6VEk7PWsNmVnmTl/EfjT51Z\n4TtT+iD1WruKXaieDfnOB6vfsXBwfLyk4rkT4wHu7hcWw85FmhKbIAgUEcrNFLVElEKaS3/2rp79\nz8py7cb9T6+VwB740jPq0/9m8D7dvtA68dKz8+Op3aBgcaWRnF9tfbqqF8r3l9NX67sWZgG3/vjy\nN2fG4liF54IupfH1jYrZWFlp3lpOhKcsMQspkYc1FwvwSjLJEg7npusBSJBdJ7E8Ut+Vmf6fP0hU\nkntqXfY60Uj8oPidiuCkwbAFcJFolpiYFQoiJ9h+cFVPvqS4O/bCzIPlOxcu/AvRWclFa+GVvUZU\ndFAqyZuX89Wpl0bcg4sfR8+NH/SaH79xx+aGdOg7K2p10etO1ubq1VALDv2bD24krZ3trK3QqW+d\nvez+wFXloVK82wePhNd+7w/u3j/07NNHRwNxszYxotnkO9MXISIyM8TLrXQx5+yjqKTIocwWEqEQ\nIKSF995c+Y3f+v3cmJX3/vS9lXOvPPnUsbvD7y3dWR175auzgWEvMBS3/fXmNc976dhPe0s/7Pkv\nRrvq8gxg+dM36y9WJIqDY5Td+MlH/6+pKb59O48mHQOCkMQgpCDDO8J+pUjvtzoPst7K1dzFqrTp\nRbc76O2K4vzDm1k17wWVHsRxZTRfqRfTwsQFxQIMdKP+aRITMyvSAFbq8szN5TvrrMs4dyBZ+3Dx\nzT+sqkxUvUnPYyV2e+RsIRjyNDdZ8vxTz++zl7/zg/PlZ3oetxcFsKhM7hvpArr2ymb6V/cdn6so\nRKvyd87ft7sSgW3EpSPnjvr27cXv4W8eKe3mGKhx9aOfLj/zzF95bhwYR6QSZMxe7qu8ev6yWc8g\n/6dhpJwDefjOJkkE9uza7QXv9DdrXa92wLtxqXziq09Nq+ULxYuLC+2D84d07EAqFlLE3aB85Miz\nT55a/v73357fKtm3E8pj3oPrR2qeLEURBuvxP5w8XF9fL4/uG+9hTugZQCEFWx6cExfg4sW3byQL\na9cwqbR7Yd0G9ebNjd4uFk3tngQqzYxxYirRWtAuBjp0k+3/WwDTwMrBTAwqF15uVND47fUH1y4d\nnVI5QjBjr1x/d+bkSGW0Jn8UkFafEWRq49XVXrj/1O+eOBy5qG3/aXez06hOTG0oL5h94qlDbU1L\nH35kSy/vPzoKRsjcy0YD3J0nqp0wJzT+3O9+71Lp+BG5KzmOEMKu3Wt5X33i3Ejak6XIWccgdpfn\nGfhFLL3/Q6jk0n0URtJaEOub604KdkgO/erYZDvDNN/ouhPnTjay7lZ6aBt3UgZOA1TSgRDN6NSX\nnxwf8V/oxBeXlzu7czMOYPa5+8ml09Uwy53060e4DPrEuImmN+41IU2VzhmERHYMD2PYo5WP3iXM\nRHzfLsfVsTwYM5uPyOFzdGk58tWpp56xGUf5pY9+vA3Bg3/0x194hhR7cBoKNjosv/oG37p0zo8w\nS/PazNNLl09+/cTo+GjwtueU+IxUApldW42jg2dPj5t75EYPlUWaQHXf/IOco8ahp0/FobuyetUX\n+yaCtNXTkSm5LH9E8Faa9tbvT4zu//rl928sp2aX37EQYLqxX3/myKhdjRv1zOQkPU/tTpPUH9/m\nrQ/VYZZQC0NpDYibaZcQmYzwKvUAUh2o7O6Fa8tnRkPjSkde/meDt0NMO500lB4LcGRsb+LM147m\n9+8dGT043RHC2yst08jxwx/dvHugIiRK9Ktjx+Hg6y/5Lvj+ZBnyXCiAQVaNHe9VnFm9I0f8o2Pl\ntlJBeQlz8LzKrj14prYGqnboyddshv5Gb5jPunBxL3zycPD/4mflUw9L0IOJ3974wf+49ne/HFoX\nQ32kmn188reOxMaM5OttRmOQRMkzGYZdL2pWn/vm1TfWv/FXT0PrvQsfXl2SlcOz1SyrhQvLXsxl\nEC89u/npreahcgnLsQ3TD+h3Zqew25g0Lc+3aEkNhVFRdGzfg1v3n6GVzt8+9u/+bx+cXLrvSpI8\nDxUb8kJhOa3ptfPZa6erKMestFCG1AgxPM1B7UQAGRARIwrZeCm/nlUmR393vAbgc3b6D//LDzoG\n1c3To63F4+O+EUBq5Kj9/SM++mHrHVsvpc5zLpyb2rz6xHRvNfL9kdt/+iFXJ0uc1GbXp0fd4sJm\nu9pzyFJbRkDclmSherpJl/+Z+S1Z6d3R+06PT97uBBVh1ERnTVYjNBBA9dnVC3+/Nj436hZuLv2j\nbLk2FijsUf3M9UvpzJ3jf+McxLoqPe/j/+e3E0ZkBlSaQ9tpAIx+tf6HP4nPxqvtEBJZ9jaTiYjj\nDISiVjkvNa3HnbKttpgdETnrYJA/a6hH9va9vPzh+VOzx0WoPWFyQ+wYd4dosFDC4ujZY727f3x3\nVvTe6+YZEEkAoaUzlIFE0KF6cWTSOznhOWYZlKONpRyka0cY7ZWFc2qyvPnJoWPBqzlc/ORBfnfn\nfc/juGOREaUkx04AgfK2vEbJEcK2lIIT+6bvb2ZB6cRIlVEPTclQIjVR27h+Z84aMfV0+fS+sdAR\n6KGsVj9+5u7FqZf2j3n5nZtX3h72owTd3IvCPeseU/3Q/usPPqydqlKkubfxoCe12CYuY6rrTzbT\nT/+HymgZ2uvt0GRZJ84Y/YlTd/OVZYd+RXkiGro27Zyf+acgnp+fgkFMTwFOeoodeLns58XKsNim\n+jBEcHrI37x59Qf+WFALIelkrBQ5sTtRnGMUQKPPfePaxQ8vRJi3p+brcRu1ABnItJclIhDgV+w3\nTt7hgwdD61CXJsZXbi6O1XXXRpW9EHxmefHmG80z08/RameFl5d2WjCEh3EqMEl8K8mSkRmwJDJD\nN9u+hU4UO9FMtrHZzXStFGgGubWQa9Y7efjizw7OOifC+akkb0RdC1scxT/2XPv9xQfPV4P1Dy6u\nbnqFtBO073fCkcqeCO5Ujy/cuPjjhf8T1icUxK3bQam0PdjYT5PwnLTyJyiEkAK/urCaORbgvMmn\nSb91u1GrVJTAMCvc4HfANOrDyej8zM66VqS1ZIeqGwjhHA4OJbYwvFU1pFZ55dKPrib7w33jbuGD\nG/XxGjohduHDOSPABHO/8+nYlRY5/9kjR5q9HgSChA/N1Q6VqpJ0xZybnneNkZBI62j64M2lj+r1\nCmS7susO4YTJfnjtu+82/nml9/FqvRLcx4GL9wBSlLI8nq2ti0gBsDNCKrTGFJgZrtq+zxkGc46j\n9tyRQAEMNAkAAAjy4ImX7lz+/guVqsgpbPRCwc5t800bOXH3wcXVtzGIV3HfKfh20ez9K836dPUR\ne34fWmH9yYXu9bvfGJ0e9VvXb8cjkxWELW9mP8t0+Xgy+oO4k6raSOUrn67bwPfAkp5+FkR15tSY\nGriDFaN4CPyp0uFMV0u2P8AtDA4CzfqrggkBH5KYhgOrAB77a+WfXflvcGYmf3Dzzqmjs55TYtd4\nEI1WbNWTU4eWeyYzz02V3/thnCtJKJOl+yvh+Lhn0Ud/NIDQAyslq+nT1+++PTI2VUuzPQtDe8f0\n+NtX283rI9WRmSdPe/+wv5CH8mY38ksHTnZXl2W9GkiC3PMhz3HIWgVi33V0MAHd6Jg/3R2f8dAB\nuG0ZDkzpyKtXPrn4x2efqUCLlGQmdlvxw15l/ssjn9y/mXre2FNPB2sFgpPbV9ODh+p7GnxU5k29\nxt7lf+WPTXtrd1fnjs5XiLbmmj0hXHRm7mR7vSsbk7UD7v37QM5hlvvjTwfHpucmOc09HgSi70Jw\nokYallDYwlxVjJuMAsFGoyNEyocnKUW/in8EqR15rVJ+98NOaSJdJ/XawaORg0cg2CPWZDCcnXRg\n83w6SKDbyVg6gN7924ujs9NephTnEAiFBBJSHH/qrrgyWTpz4BH1mQtohyfHT99d7SVeWZcOTdN/\ntWMhWyJv/pml+5/EQVCVEtmD7nLSmBx2sJiZwSs9HR6s2zDKHeH2hlIU6tTX1P0/WA3OBVXGvmPC\nFmcpa2/yqXuX76Z+ae7p/fc/KH7v3b0rDh2q7JmGuOF6el7Wjv3bthj1Wh34rfmTJcN62G6qQ7DQ\nGJvP2glGNeUiiuO4a8rOUjgZHauFvnP4qEwHg/d9qYQtWNF2Cu6HWPS3qn7gDT+KRTvCYPLp8tPf\nu2XK8cSBI6/OzHnEu4Us6zmnkNCIUCATKchyEkjSMHcW7i0fm5nwYlJWgQIiZuF6sn52gX/6Sbb2\npcO7A7ELEAS1M6fT2E+kryNagy3nRwAACDH1Js9+uvonx7rdqVCJtkxufpqfemrf4D4RCcRBLg4E\n9F3KdU2mvMPOmlU5rr3uvfMnaXfp6X3SCWahxNYjBku1iZkTnVY5DBq45QXZWVyRM1NiswqPBi9z\nFB6qnFHXVgJvIpz42uThMJVbCHOSgQkF+iPEyFa63LCUFpQQpOo1ZOukxCLp7S4KVoKdIxQ7bzlP\nK3agu55AcqjNXhScacWm9vyLT15Y1z3xzIv3J+pZ8oi9IPfROWDB1lkHQkRMqlz2GAkgbW22q42K\ndOCM3xdsEWziqZnDq28vd2hupuTvheB6vJmWGtVMb0LZg42NnfdLNoZoerL00xVwGxVfLfL6B++5\nNa9AsHPMKMRwAqp5jyLPtmuWUMCWRcRqavlHTeuPrqx2/Fo1kygkbsuusx4EJoeR6YVRr7OZtIa/\nx81OrRJRZy8E56CQ/NnZJz64wp6YOZJUG85tswBKaxHZJl3tK8qSfB5RBeWyR54AZ4TsOVBauj0D\ny0MB5EAWgfJbQpbwFDvUmZbCWfR2zq8qMMyOADTAkSP9+ZriLqNNey0ya00RJOk037xO/mZowQPQ\nwCg0AMDqbLR2q523MkU9M/eV+b9xViZVMqEFAJQAhsrQgmee8P/0B+8s9V4ZS0ZEu0XxtRd3dCQV\nowBsRFN5ZALs2mVxqz0ihL/06eW1sda9I8bD3ux/8ur/pfvGn4hSJWxyd41PRsOBhoA2pKXulXj9\n+gmdqVCUADKoFUtY9tabzbWeP07QAHf8eO0nf/yP3vvbv3PcxQk0RHPNdDd7rMHUAUQAnI7mMY7D\nzR+vW0xNiaD6Yn3ilSAP00Av31qwS93Qc05s1YgQAOAcAJ/uH/RVIIEQLN5url669axeawyeGwEA\noUpg711+sPpgs2oJAdA5rQHYgkhLvPIg5qxb4cy65Q99ilPw8lwRMIK1wMKlfnKlBa3bR0c7GyXL\nccliuwwyDRl7yI6YyGlLxGx3100qwAlFzmFQm/IbFHOadDtiLAt3l3zLWyaM7CoJXdPR1Nq+kcCB\n2Erx3w/gEfLEwlJWA2M9MKI26j86oB8ANAoGEJ6qjkQuJ9Ex4eRs1cuZgUFXJ7+5fn9hM223R6M5\nCI8+f7J4j4GBUYUT8b6RUIldKSFWYao1rnIqKPnQxsri4TrHiAEAB+P7Rn0ba+MKqc2iIiur+8uh\nsEazmDpVr0z5XJYm5/psVRYVnB8HevzQPj9xu2SZONhvx2W2q3aDTxlXGrKNQgkHo8cuSJsZuZV5\nQCEziMqMRpv0/NxxP/+TKEL7yTEDCJGjENaityeCSQhgVtFp1XuibkATi/2vrR0b2fmcZ8zYc4dO\njwKzV6/NZt2GtNs3PQYBAhCfIb05X0FSjsafnTy2Z3VZTYDAuvzc/OwR3xAYf/+zSh2IrEOgoAp/\nZ/3uveVW6qLGeLU6eWhmGHzFDCyC6iuH5g8ElnfZjLujL+w/OqGGPTsTVJYaB/1M6ICY6ke+cmyu\nhNsK+Vil89wbO/e1s3MVyUThoRkdOvDJYnTuG/4p2d/rPsMVog9Tz1b2zSDsriCw/7Ujh8bVriXi\nOdd4yjsyxqiklXNfqp3dFxYxawAAGhyTmjjdnttf4tw6xwRMjIPMK2yJGACE0QKJpNqV0r9YahY8\nzD3RWVgy++dCls63i3fixvj08PnBVSX37+ZTM+OOUQgiW7GpBrutpmA/Fie6e71V3TdR7pZx8Xp3\n+sBeexnkQqBvlm/2asdGerZkvfTOTTd/GDIlbODnYa/VyQhgvVyPPC8aOr0RO/Rlb/Pu0uiT9U6K\nO9tfS1daI0dGhwWagvbiphqpKQ59l6ru7XsT+8cChmHccOb7SRLYhVuTc6MiM+Q8HzIjNPS8aPm6\nOlT2pCOJu6ShnX93H2xU94+i2yke69V7rcr+MS9+2MEDiKB7c3nsqKyJrgyWr7WmD45K67AwNwub\nZWFj+d20OlpTJsmzfuQQ8SCFoe2zaMokmtSi2BPBIhUKAmxFXa56OfuZFM6QUltlYvrgIVmDnpe5\nfjJq7ec2wHwotdhB6g+dplZ5SvZKnulRFOxl0eJEavShE+YqgDYFeUkmG6Y60s21ymXgcudQ+UrE\nQjw0uxYIPZknet2foC7jzpp6rRBTVZV5MdEB5Sl4ko3vma6vOiaMNDgcItj4XtoOgkR4PlBuOY4C\nSqxSItFVaGOlp4VlCW4nCe5EsM6cVLg705uiLMfAF8kOBANpnXZ1baUsMxG6LgYhOAOCivOE1JJX\ny++WBLo8t9xCJmst972gGRyQtY5YkLXOut2l14YdYCskolQl9GzC3BLa88TuTHDgWGrKYw8UIgBk\nzoGAbVU2B6nHe6qmgKzzBGDA1NsrsTg70OxUiD5aJyVmGKiaVbkUUhMw+EQgwFDgHG136GBAQYCB\nqmmwfoA7FW6WnmSbpQXiO56KQIJT5ByDVyXk1G2rFyuJUYAMyHVBoOSSL1lrgeRBisJuhgIQ+1n6\nPhMy6XNuCHc6JsRKa+di2DkPAgX4znaVJSHBG+lRj1joYTSlMyBdIkd6bI0BIVH0XUSG+bEAgByB\nImJ4RP6x4WJiQHBGq9xJR4Migv3M4g9DToyCjOkHBCA6AUzstueOYGZAKdgxEQuwmRMPPfDw95mB\ncsRUIAnNRkMupACDVigAFJoZwBmLRCjEdopBZIuCtEdG7c6G5IuHnFuACAkACQ2DFMDI5B5ClwFQ\nEpisk1KSU4JJKOFyD41Dzkv9wKbH7sGpB8z4iOxMjsWjKiRY4chY5iAnTzonDDNIHB6aAZPSadfD\nBJxzLAEFIoOEZLAH9/NGIxoWRAR6byELpchBKgsoFYIHSglm2JW11QIIoUNsMlsGgACYrLPDtLyA\nfeeCkjMpCyGI2YHn8V5itABAdlJ4kq3SWTLmHApkynISJBhXhdIaFaJCgWS3rVBEJiG00rkl2OXK\nUxXOKX8rU6GngAmQ0bJWwuUho0TErYh5A0pKtmVrpebUWIcGBVIeaEJfGET+XFK0QBQKYZcRPrKs\nJDjeKV5nWjFpX1pjURiDERGIbWViEYWkzMkI2OTGOUSJDIDxID+WFciAIBIliazQu/JFFz4BapDH\nuYgE2Jn3uYAiiKuYuaG0N6izVKglW+9vXRF2703bSuTteP5XA4/7/la2n+L5h2FXxfE92qfHzHOR\nfSiGTikudUBZY8lZQiBHRJwPzn+ZyTlH7IisdY73dMbJWQr6vBneHzH6X1Wdpb/s4ISnEQaV1x/h\nVVpY8gpfhD0RbFgg0eNrNAzE910o/pXVWfpLDiw9LVCH/WwrYheCh8gYZMTbcw/eO4/zrhYfmQRW\n9hPB/SrqLP2lBk8KqQaHVIgCHnk+zVuwJwX76EjIPWWhrbYePpff6ohwJCTteTz4v8AXA18SS8UG\nGBHFI7LjbnOhhc9CsABm3Cae7wn92JhdGP7V1Vn6yw3IzgGQZYBHIhhgOwF/RjrhIo/z5/rqI3j0\nr6rO0l92yCSwNf1UnbjdoFTANiGL4TMo+PNK0dtccne8/6urs/SXGVKHYA0P/KwfIUQXyBgUUNqz\nbtLuFz9bH9zS5/pQNLGz/tHnBUUmNTLwNwZdrkORHJMFWmOLwwSyDpViclpR2u1mJ7sQps1gYq/N\nXxqUeYzhSrUijSHeaRDJQ+phWSSpkApNnJa1JxmlytAZVnqYOX5n3eKddY5/Ufr7EB/kGNg5P8tB\nUJwE1gKiIwNkckPgAKy1jDLNWEGaySRl6bq9Xz6CB3L7z4vgph+oQUJWAAToCIVsc1chYmI5PMxw\nxEIL5zxmFkJibljaVO48axiCBc+zsSyBNU5I2GV6bde9xATKCWbZZ28myUQpiLWwFoCKPWcnggeZ\nDMD8khCcC0F9pzsitsY650AgUwzsjGVIEMgSYEaOgMjl1jKbLPulp/TnviL1c7+XKq1cu53Gg3xb\n01opsmRSKRiE2kphD1IpJnO/1+XSaCPqlHQuKpzt5cDspLDrC7EupdCY8jneaRNHBsVkKY07sRVK\nhpVqxTdkEtKg5N5Og3upi78osFowkdKpVJSzlN1+PEj/lAn7jnaIiEZIsA51InwyqPaIkP+Fwg4/\nz88JNS/fuH/jzsZN7Odu/FtBtVYJolJXCAlI2UOU5LL026uLaWVyLHr24Jhwem/1zhPcvPjW9djH\nsSefmRPZTlKvUILKrDU/bS0td5xS/pGnj1QFcs4p+JH6LK3gM+s6/YeCQGJEdgiDlMGITDgkHu5v\nyAyi72nC/bzatPdx4S8KCkf8n5eGG907F9+/cKeZDBB8vzRx8PjxQ1XWwoEgMxTPmYhNln6wcKfj\nlzX9Awo1270XrhKULF362epY6n386bNn9+2873dMSa19fPl7SbtrdOjfmP7R/Nz80ZmyzFP00OzF\nGX7Z9Yp9ciyQckWOQFgrGB25/uEMMIMaiFXaORZgnXKWiPLkLwDBj97THwvL7/7g/WXyn+lzaPhT\nXd1/Zrmzf1yCI7Wt1gQzIaHYr3Us87W1N6C2H9O9y+Y6xnDiUHfz2MLtC7duidmd9w0J2Lz04wtX\n/fJcrVGLftT98Cfls6+deaEUZeYRYa8PjfSXScH9ZN9OQ0GxhESFgzRjP56BURD3IxyInDPpLx/B\nhfzx867t9Vsffrg8+czxIhnJbHOleyO5O/HVqQY7sZWbA4FZaBbfbHWlWLt47b1gbiJKrbeXjdWA\nKh3VT9Nk8/rb5698dPDkjvvWE93zP3h/7eWR2dmxcqCeWrtxbWntzz9ce/KkT6T2LGn3y65XbEGw\nY9RGKLIsRa/Pp4XDfvZy7hunMQMJ1qHXA4Q8M/QXgGCAL0LCm8sLm9HTf/vLBP1p+51rb7559cbd\noH46iOS2QlDYjzlTz2dYkYtTY2/cXMgr5PacaXLsT1RF1CsnJ//lJzff34lgEfD9j99dKP3u+NxU\nwFl+UOYL5996/5Ol3w4mcyz5n70J/9zD/NyQeZKsUzr2tbMkVbu/2Yp+zVUY1F4FkXmKyUlvU0vn\ncpJKOKc0p6mHw+jwh3jqUNzvu/ahffgpzLe9hgxFHmbcqk/UZ1zbzzsRts57i3b8XixKOk/KloRg\nBjj/Q/Ef/d2zXpFvuj3z+69f+NGff9x6/fefwQ01goNzaCcRLIIQEVg78q1vvfPxfzf9LW38oghI\nNvhCkXhbayQRAfkd7+XWtTfzV/dVukkgh6483e5obeEHc//bbwFgBiLQEJTGD5y8+UffXvza01WX\nFKwj44fPs4sZc1tDAkCAor7OMIXh4O9iBaaDB71hPwcuOAACYctFKmBHAihV1jgil2lgoZjJByJn\nCKp5DgJyU8NeHpheHtm01+n0cpVnxit5HkdbiMXt+uxABsaiuooeXAcJn/p/I4ApxjT4XcEwfgIB\ntmo+FCkEi+vwq9oXEpVvGIBRiHYejhze53ejwXuo0XeufO5P3i3hU/tMFg7eVIMPFBN2cjHfsHUF\naYHQwXWrPtGgV8ITB45mWc9CAN5WkorIcdzDiaPF8xkLUZql8Wur7wUTY3KtCL0PdsgWWwh+eNxp\nP2MDF1GQ3a37/e8NvtMbXItMfGYgnT6O6bvBUshYsnPo5Z4U7ITOB8KpQnaWmKi31WHcLvXyAONm\n0AEJWyu3n0W2/15WrNjB70U1FtiGWMDtVVq2fxDBEbMD9LpaIxG4ds+FoyPYLDw/Uu3LiScmmm/d\n/Xain1O9FAvEDtod9PfpC5c/ePGY7mxRzoBzDP4uFhqnJhqfv3rjYxlKdpwXlInoel1XnoqLBUyk\nwv2jvbUfvpNMTIwPpax40P+denRBELSDExZepKogkK3fEQBh4Ds3pGDZDzHcXc94B1BfwoJEIZJD\nFSshiFCbQa5uFQmNgnlQ/qW/cwM+5IKDAAhmO4EigBt0f4siYZhW9iEKHfwwbGdrgfQnevC8QImO\nBQqlmdG6ss6azTRUxUR2pfZE1c//zvlP39S909V0F0fow5N/9tO3Xpr0u+XB78mwP9vGBwi5BVc6\nEF36kZ4YgdylhUd/jtL3VbZZsHRhbO5rXf6tsHflT8LfmCkWUjwY2VZJ+OL68BY05ASD+8Hg76Kd\nbIBQPXivWJAVHBbf+WwYSM9I6BjYIhAJZALo541W0keQUkdFrb2dJrZiQrYjdDvC3KCDBaJox+8F\nImHbwIa/b5twwcBkrfNE7mTA+fxcpbew0Q8PRUAoMUiJzP/ggz96+42UX6jCkEU8FBM/8sSbnftp\nVavBe7WHFxIWC7ijra4/+8nCzQ0ItBlm5geJYuzAZH79a4P3c3LOELn9v139Hz/+TmOmmPHRhwl0\nCFs+Zf1/pIN2ij0+27EwRgbPxYN+FbUpCMXncModOCkys7aGUFir2TghKLPWOmutUdY4wZZstA2x\nCACFUZ2HiOjjqRCeeNvEbkek237t//4QLdthew+zTOtIe5pcZBJXQkqgNr66cmskKiYsdI4dMo+e\na6++f35u7OxA7yR4uGq0OfjEcnsj6jYG7W4Jd0NEMzKgrWSJf+CJW/dtHsdcrgyzubbifGQKHxT9\n9KQGJditjn1pdXnhk6OnCsLZWtDFRAPA1neK//zB+IsF6O9g3cX8+bCNswFCqhAf5UixCwYUDH0h\nzAmyTgGxsSbP8yxXCQlJK1fvekWHcYiILQRv47XFhLntHcI+4vvPPcyith1CDCh75+8DVsrRvsMT\nHjCREOntq52rxt768UrUHTQYEgECUxpsSLlxnq8PF9aw/f4EL5Xc5Tcm1vZvURAC4LB/BeKaB5Kl\n0dqD9dXb74v1aH56snj/7kq6QLzx7cHzJWblaYRLMyUxffuSXBk8V/SrQME278qhkIoAGAyuw1wf\n2+4DABSyjz+4Fqz/FZDi82CYkBlRYEKIjlBlCthZVqaP30xZVEF897tv9mAbIhCgMAVuqUn9D4sd\nE5Xv+LsQIgoWXVyKPbyg6IIzFIjvqelnsdKQKfpKr55/4/7Kcve2uC5vDFrxGaVEprWZ6iqZW71v\nD9ZToXYUFFiurS1tUnVpICRhIUUXQkyxx3WOJzfHDtx6J7vIzcXRZ098vUDc9Y+TGxth558O+tVi\n4QWBwm6pLgmv339z8JwYfL+g3IcQvG1cxdZWQDKctwLhBWL74xy0iy+ogevcY8AhAqDATAomJ7x2\nhOgsaOv6TFqFzc1qFLU+9IKkIw9E3QUWpZpqrk0sw1S4GpeGe8NYZxGOB/daVG5kq1xr7tNN9POk\nYQ2hQGykncRvlOWHLDxfOlsaFNTKVLsJXn3qEupKyW224Kx/te15RQk/noONbqhytKo3GzM4K4El\nLPz03sSovbc5Wbkqsrw22l2ot4JZb7Xj964GEa/eHHUKssR5ge03A/mgMtupteV7oWdueIFnEwrC\nklCCyVKY3U9m5zC5PBiP92nPTK+10uqFB418M6oXE2bWvntFU/uNtSl/peWHroiXbWQ9//Bk6z04\nN/pgPcTNyuCgbO7j7PTU8pqfDM6tj13e2H82vdEJCFAic8k6qYUz1cXVyhSlYatAbNfUxnFxEY7W\nl1b8cFhVZfROeILvTrxaBSLYltLBMQAIYLSGGKwtFo3GbpRGXYxk14/9rqwRsAXsRUmcJRkJ5Qek\n/OmXety6uTT17GSSMQRl3Fi5rmrnZmJT7hYUEt77OHhhukk29NeubHpPnay2yGdnGaTWCL2Fa5vj\nJ2fUX7EOFTrXHSDYc7evZGNHDr/Awof1mw+8Z2eeyiqaFDAAMNjNq5v7DpRlzPVTcyUgLdhR5dTX\nVkvty6WZE5MvyCyvVjdv3ZyYOjPWSYNMCl6/3Bz9shImIc+P+80AAqJAxLHmeT3zWmPR82SeOO0b\nIRCIWK5+vHL8yVL2jQEFCUzM6MjihRvVwwfQHnmqmMj6qW+9iA9upV+aq7fjYMsyKfKeGPcvmtLL\nR7q9imhG/c9y22+/cCbv+DRA8LJcOP2laDWvWMuAwJJACLA2v3h9/KkRGppQRddUyp3L1/Kn59Nu\nGA4DiC/I0gvT6+Wd6aJhUBoYnSMA3IoXJmRAFMICCqm0AmDJBCIHAEAAhUoxTLw+Rx8k2cnfPGG0\nI+W7laX/cuzIV5+QXCAYVuN31sMnnpehVe5KdDn7youz7cz31IZQvq+AV95L3fzXz6ixLCNEpu6g\nfGwYv9ldP/qVp4Vj6FyGeOTJZ0HWlOknCUNYvpTAia/P+6nB+pTvjBJgsujJWoc+WaMTXzuilcmj\nYPHqfxs+8dWjzoZEeedCoif/rq9d5jyvPeCACvsIxotLC4e+erqtpTCZlbrHA/nwcgaHXp0zY4UM\nofO8rC9VVvY/91zUGzk6tDQdbajsp/ndrx6fdSbUpgjszSlx3qa5VT3zqs812QoGCP3J+uKxrzaM\nFtA/zvlOKg49f9hhZDLHAtEiIllHK7y+70tPKBieRvVsKG7LJDnzatVFw5IM8A9jfepLCOO7mXHf\n5tHPw4LDAHuSACCEFEIq7VnpBAKAYNuvNAgqJ87jYN+4twFZ5dgzRlqDKou8lgpnjofkm8GK37j/\nQdvq/ROeU0k3TDdqsyd6sRfpDFAiW3ew9YYJjz2LkOcsJVIwQCCkt7J13HfCswDr69CsRAerngfW\nDg7y9/d4LZs+paQzoJxxgOASNVHLOw+6zWD+rNDW+EI2N1V59ihaD8is3017PBaEYJzyEhzUE8Z+\nnSa82VnueCPaFwKYUQjnHEgtuCua6ci8jQqO5JPxM0iWxyuHRta3HMi7wcFS9xPqinBUkS+GjgNW\nkmNjmklaHoMIgmAQPFBKllvBNInCOW0miLti1AdgS0IikgDOrJBluVwpHdJ5IdtgRqFdy1YNT8yi\nJ4a/T+JGMj6Z6Z3+zthXGhhQEG3TG1BIAQyopFJSSjUoWsip6GNYOVZsWAWa1le6gFIIAUDWdnVG\nsk/ogABYW+wsBpsU5IyC0+ZqOwNEcODlcZpmudkXd9fbqLjnWGpJ3Bs4bupQbS7GSjsntIfd5ZpR\nPrg8ldAPvCj58YOlxNkIkAyAcqC1ScMgYLt4P1Z+Rsxseq11PyN2GUsDIl5a298skbKuX28YC2EP\nEAI2SS/ubAZCelq4PHSZAU8I5t6DxUy6bkHBxBa664sPphKhVNIuLFmGJffavazdSz3rOC1OY1Jf\nCci6Lewy5Ii9orK3ilfWerljO9iTZ7zNhbWeBQcogRyBhCSBSlRKFisx2aTg+Tpjj/PmEvVYuoyz\nwjesau7f3hiH9BFhn/2i0oxA26IkpZQCiFkqKQaRuoIZSGA/dZASSggg47DXs71ekgfWITKwQCKy\nWVZYYkKwGWTGpSiJAcBa44B7Waeztt7OLI3eXG23e1mqtFSY9eIPmJxzjg8cQyStrbVSaw0ZKg0p\n5aYCAMAAbStt5myWIyJKJRNQUUap0lIkuQObs7XCZQkBsDOJQxtI2zFlx0Lh0K+QwevHakDqjY6W\nPaUVCKkoS2+mcYZBORi3aFJCLgr2oiShtOeRtQ8JM4HjtJeCH4WBYkRZSMkZslZ+qeqqtciR8gYH\n7DBS9j1POZCDv2crNnFImVJaUdyON6XrJKU5qQVKhTQMm0VyoMMoyP1QG4vDU4VImU43e0RcL/Qp\nGAX3C5Vup2DgQX5oEjSo3IaiX89ZoWNP25yMjLSHjI5ReRCWFBKB0sMijoaV7ys2EoTUflQq+0L6\nqrXxo437Sx1WKtZtRCbrSQnxyoP1b5O1xjh6zoeoUvVNwCj90FNhFEjAIFAD4ejTpleOShEjCgQh\nBDqhRe4Me+XIK3lWSWatfF9rLYXQvmMflJN17QWBMyA2+s3AOBAxM9/rqEDJktCOJSfrzX+ddFKM\nqtFfN6VIKTU0NKAyLMNKveyjAxWUhlVTLUkpla6UQ7BayqEpUqHwyqOTrXIIPDidYGDw/agUSAl6\nwKMF5FaXBEnPg3Tl7to7Im/nk08cn+eoGkoYpnJHYQGqI2PtcoQo/OGhgpFRqMVu/XfgnYOMKARv\nhbkSAyIKmbF1DAAWiIgIisWvXE7a12Rl2GhUgsBlDFL6QeDYWJDeUJHtWtSeIOOztEJpr+QJISX1\n3lq9uxjrcnjnoPED3zO5FGb95tWFD8jmuTHknbVeGIqs6gilFKCVFCh92RmoN9diDMNQBRqZiZnY\nglQM5PxSpVzWrCSDBD8QCIgKQiMUSgceDQI0lvvNcHUQPnl1tdVtxxAi5rnZXFj5t3E7wVI9+pLx\nA9U30gICgnB5rghlqMkyaD2suQhKeZItk6UctvbmKlpC6UereYZdz5NugOA4c2TzXOrBHpx0Oyl4\noKwj27x/+cG/xqxFB1utRoqeJJQFYnybZZHwg1gCONBYqEkdF5R8ZR/hOdJfAwQCt2dQcMSAKKUF\nR8SIxP1a4EUyNJV7AmJmFt2l1U7mmFPfuhBv6nYstLNR6+6mj7xvv/jRv9382slG5HKB1N5oZ8jt\noPrR/+O98UNfOdzorY0liZ7Uq5NXDoSf/KvvrgadVvXVJ+Ju43nvnbX2ctvLLbgszV3PiLxTk2ml\n17x/9eaF85nfXr366ekimYpTABmAENhdbfXamUbbNYztDYE2MdLFuNGSEHRWhXRpAFfPX776UbOi\nofStp053Lt98/40T3eu9s6FLwAXe3T/8s1vtQ1+ekhmJkx82wxHZur+RtahRm5ojYx3J+HKvpeso\n1FCKNUpw3HPeqslFxaZlMN1Ws9mKlXYpmMXGVRCqVsruVjdb/r7a5r3/c/vwDGqdZaa9CY2R4I2L\n5Rfmmgl3RsXyn3/nfHvf/oMVh43qtA+IuH7ljudNHSyLMK6WwVHnBsdJqoP8Lmd5MBptLvyTpcnJ\nSD4ipmwg0wRZLLTKY5Xn6Ik8KxuZhiBij0Pr52gVEzAwI7NjEMM8aIDsGKXgEipB24wv2QffazXm\nnkrffq9dmxoNhom/kFEr6m3OPvflUw1FFnKDUa2KZZku3W+q0VOfbMLpg+10SoyUw6BUHr4HjFIC\ntS9/eOF6q7V2NGxUZoI02ysEItFhGEKphEIopUBjRTiJNhZKC+qtPPg3Lq1UKY7/3e1PVi42c31m\ntb0sUSqWuH7terfy12bnx6VDFQoZypXWB3+qyB+fOfXkYSEJ8NGxPQAAQkkG4WJ798LlB+utGD0B\nkVq+NQbIZE3+r5Zbk8/Od+7fDevjEThHn/zwknfq9MTtrD5RjxBqJbjzxoWRV393bEylXK4mumSu\n0d0rf1xt7D86d2zLkURI4Tjp/ct2vu+Zg70HK2J6pox7Jk9BC5ods8qEx2xBpyDJMfYJpNiaEWEQ\nPbrlsoPAwIBIZIGk7ddyY4Dk6ndX9x9+8O67t/jI6X3BVr0eYu1Rd3P12UNnvUT6AExs815Nrt+4\ntjl/9vXKD1fsCRnnriSJYCsjHJPUCrL7b3/3QqsxNfZMidqTsyrZC8HG9wjynAMtmVgiRJDKMBQg\nFGfLVz+6cOKJ6UqySX9GNxdvj5w79/rNtS4QKqft0vvnzfzvj4yXgZVKhUsW3+u+c77mi9uV1Xys\nrGmY2/IRoDxpUKSb1z9562qHyaa+9hve+sooALg8y/5wsTvXu7NxozN1/EiVLGQ3fvRuaXW5cY/2\nzZQ0qNWoeeGnD57/u8/7yiQUBDd01H7v8r17N2sbK1emvjKsYYhCSZt1W3+wnh/ePLjx/2fvP4Ms\nO7I0Qeyc4+5XPBkvtMiM1BKZ0KKqUAKluqunq/X0TI9ekkvj0Ga4wzUax0j+ohl/kFwz0mz5g2u0\n4SyNs9s9erpa93QXSkBUoaATSCCRWoaWT17h7ufwxxMRGZGBTKBQBXQbj1nmjfveffe6+7nufuR3\nruezj5yostttouzZvR1pth4Vk2LnyTS1EmHS2MsG7x+FWZi3VR8FE6Pt5KaVGJKQdJe/Iq08HJ2k\n8y819bFnH59SyaDMqWWlPAat5dWOkXYnIiLweVbG5twde/i5r8ry9T+ipyYp9Umr1cn6UwWFtVG2\n/sZbd8qHT5+ZqMQ6iY4V90Rx1dotbTRu3jB+/RoKR+zDfJmqVQ/IrfkLbxz+5jdmgrQFemHJnXrm\na4dGzJvK5h5ciOuXbh194lAYesfKGC0b70JZ/5cj4eaNW/MfPKljBtibwRToDKh9+ztLKyOPzA5R\n21BQys6PbyCCd87VPbXOX16ZO/X4545E1ikIarORun11da1244UY4g/GktfbM489Y1ySe7LoFK5f\nG6WZX4rc4vvna2fPbmMw2DRxKmif/2Dh9umHv3DEpLwraa8HCSLYS5rozkfppggiMPbEqv6x6w3e\nxmApjxVai5s1MpGSMC70MzD00GQzAsGj42effahqB3HB3os4GD6W84WhA7yyHoSV4WociWPXbpvD\nX6g8s/rvnr/9d349ApHt/jwSRi3Nxec/CL7w5Mmjo5smdLa8t1FdY+P8ucX19U72blLcTIN2cSS8\nulg0iCjpxvyNbz/3tZIHUGu/f3nkm7/yWJzcDlyaWshiyBvZyNlhYeeEvQnKQSt5+Eu/Mhws/fg/\n37y8UBshlntk5/XHQ5EX3Lz048rhx544WkWLQrRg1je6+jZNDGW+DrT/Vx96pJYnSKWJYz6l3CW8\n+fLbqcT1oiwVHz4cdWwuQRQRoc2CY8dGv4Ktd933btzoM1gQQQTVpGdIODj8S2eeGLa52gUq2pvB\nqDwLkffILEjehr6brIUAPQZ3j9Lz+G8xeOTA5Y1rC8VKHkCSNza6HwIcODo1v1g+cPyRqRNHRmDb\nm0Vg88Lsl5fu/LuX96vl5VJp6vCpYzOmrQ15XZpcn/rm5r9//0fHTzkICsVC1JcekRnQbdz5ydqZ\nx780UqQyB0GSbin6OykP01s/vpZzx9m2X2wF9ZHJwurSZEtrEM6TJCwFSRIZCVYX9585GTeLGtgz\ng3VISkWVwHsKUCRJaGzizFcerZTUviNjl24sHEBwe85fAAvgGNcvbcw+8aVjMUgAguJWrgsgoAoK\nxxfvZOUDJ/Y/NF3jlJWrjI7wHTV76LFWq7XRzppgO/ViySSJ9Vpp8TbNoyNffnxMsJgdNGtbVVOY\nWXShMr1Z5+rs8ZlDs1OQisKd7dk2gwEFBIQBAUR5AQRgJb0Z3D8CQC8gvks8cnCofm1xf8lnraXW\npe/36g9JfPyJxbfyh5/84sh4nFmK+lNNa5Wn4eyXb15471Jg2EVQ2PfoF546YFUc+rTZAn34lzp/\ncfUvq9hy28PFURgg35hf7UQzU5h6k0nAjvashdCuFk17DaIyjB2MmlxqDBfbl5sqQQDvGaGVuzxX\nefvGRvHooUKnXgRSRpMgkwmxs56yaEPerly5CiefPjWzuUGqMhZurCUgTu/tb81FnIf6TV87sl/X\nc/IAgWptrAQISEYXv/y9c8mBzz2zn4qQSAEyrh26eLF59MhXOW3UW7m09cKr1+fWfcmxDsjatfV0\n+tjpMVjBUmUi3Li5xWDnIaiMPP3aNTz8zNP7sxq2XaiyXRzuqknoULP3oJhIPINOhYQFdTf6fOtf\nj8dbCeBSHCksrGy6RsetXl186y/6I7469HS90xw/OFsuZHVbivtLhzbkOn74xD994wfn62Z4eG19\n7WYwum+IMQp8a211VujYs1ff++EzZq3ZSTqdAc4TCIjr1AMXV0oWQhBGJRHtldWVwtBIOaJSWDz2\n5KwpjbZL2aUXfALivXOCik0hjsOkvhEef+xQ5EqAygSB9gSiNDcWrSAoYLd28V01NFNsDzcTUx0f\nbrasdIFa9yDHzMLpeqrKBc6p1BaMoqHhoQ4goqLw2fOtdOjwvpLlPA9isM3qmeXb88XhsTgEJPCt\n0jV35fa6joUR8layspEXxsrtxZqYaDhcXhiMuzCDVuUvzf1IStM1DCBL0FCy643HbmKMC7TLndZs\ntLdeBw2l2DIFeS+ACweBXD17TtD7e8Ud+bJ7/fL0byVX313RebNMIqSQK6PVjXev/dn14sx0VNIh\nkLBGZkLMwwlshseGT9xpx2PD8fLrf/raYvlUxWYHnn3rhdX/zdh08eyvRef+2axrFSDJAwLxHlRs\nxKuA6ytHTg6BiIKqOJYOBuRyE/v2zo6Nt+2J3xn/3tv4xMxjD0Wd5mRSPbDwncax5gTAQfUq3n7z\n1Kxbjw986/TKjE9c6NNmOxeEQOf64MGr//dj4/uKycpS/Z+JbW9Up1wHxuHaB0t2JGJWocH2eLVd\nCLbqVRnLUUhpAzzFOvVFSTY2y7HSoWFxYhuqsTkMuSnYXxv/o+9e+p/8tlWRZsdkeN/fUP/xtctP\ns+hA2aQYjJw+eunPkl8eHqfNi+/deeG9FngqjkWpW5/31UhyVmSz3FLBdNKwcObb9oWXOr/yuaKL\nR/IcBytlL/xafNcSC5FZi1VxjeMsQW3yuhEWRcK+h48FYSdaCxJdSrMMtM4HM3h4OGxt+vWb/1fV\nbpQOTk1t9j7PMTr8+Wx5/eXHh6tuWyaECJJSAr54cJKjUmFx1t2+1rpy7guqevDEnZXX/v3QWNy4\nfGOzUZaEVTRI4hMkFAqLJcoykGZ9CIkCArAKvfDu3B8hUxo/dDq4ZtAzBHFfRScUoXjy6OrVD8rl\nmt08PbFeGdNb7TOeZp6pv3z7X0wdHvXL8xtH0qyOAtwGg/UOVWLTFZb2msEKRdDUZjqthMHLLqnW\nDB08sZK+GX5Fkc9VWMoYiiefyue/8+gTlbRFQb1aOHSmXX8jjCK/cefOxtRCWyGAb5Ph1AXlnfdL\n930pe+vmG/obxGzZ6L3Uikxrsp6CNhlhkX4VGOkLV54FaMu+sbVEYzwLMHSl/lZ5eOrgI1O+X27V\niT72rcIPL39nvWDKmGf9AG4BVFp5Sc0wAbvUjFSuvbA6d+NJXTrVcD+Z+05QiChrwZHpznweBIOS\ncEyavCqOVv3ycqalpUGHEYnPtDbuHlmBnszQgSw8eu7o/hKIUD+9WoEwVo49+0cffB+eHKb1yeKY\nClO/haucyvgXsJP8uDQUg839by13cmBhIGmv1HV1KOyFee9BEQlAOPmQXr92rGR2l5rgyqnUv/vm\n+9P7pkyekVbeByd9e+N/XB8pAKNOC+XTm/D+zTVgz0Dq5MqmQgSnItVes5NHdt4v3z+s2+dfXX2s\nWNQIPt+9B3epiz8GhtF463HgVkQgEAFxAEha9+Oit4SszTwaeebAenqzbHD0QNDoM9hktvwoNduv\nuXTtc/uDQU1BEVSamD2zgrTVGYVArMRDLoHRZ2tHL//YtTuF8kT4zcK15kK3AnaXYaCQTWWqWL9y\n/sSB4RgYgbM03ZwY0tbjrgTcHIPClBneeHp4ZkJlme0ZCIRARIrH2xc6L3bkmXJxLSaf5tsSOJ0L\nJp7MJuebGxs0cnT0C5dvLggzl4Ead+bT6bGuIrg3gxWi0NjpR9IflcqHpbNzwF0w9lQUvfDuHz76\nhdliJ/Ohzmz57Kb9vZ8UWg8NSx4TjD2lazdueTZDM7Mj1WtXEVBcJcyuftCefHjn88jUHl2Ty6/+\n6fSx/SWfpruKF/av6wZoCiF0IU776hMDiIAQKa217s3sbUBoZFmPTxNtFLmjws2N/udFmwSlU2uq\nM/+Hi1IZKW4L8CaS3C7kXKxVhiqcXr2wHEwfCvI8rn3u4NLDrUYe1kZKX7Ivv77i7SCfNxcCH1Sm\nRus3XzuoJ2oAXnx7o3npZBSgV7sYzN6ZaKKUVLQG5xhwYIYD8Hoaf+Hc+y8SPDbSipFxWy25FJSz\nI188vbE+v04ThybG0yI4L6A4Xbh8LaKRCD4UDdgQKZDywd/+7rl8ZLi26zpjYfgJ5dTvXfVfnilk\nrlUwma8+Xrgx/wcLf+uL2tU4VeOfm1lcdJaq+2bH3q+RZUIP+a3X36kP7UpbjepS/drQn73y3534\n8pdOFvbOWDHIQsS59iyKPJN0U0t7zmA2xmutte6VmN2awWPWAimCMBRGzLfq12pyUH10qPL8S6+N\nFh8d2sqIRwSfdv6gkY0/fHa6cKX++pvt2dmxkNu5lGbGTibNnArFIG5Dp5VuBZZnDGzj4tjjeO3K\n99unpqts89bqcv01Hhu/14ArcLkxpTgEsAxB150rAI4BrCnu+3o5v/4q+ofjAgiC7fSFtKQQ+owm\nZto2cxTGAcaS5YzUkfbacrs2NRQCknxYFiJocWbk252bl75bOhPvnFFRpw3lM3Lgf3s+ts/MRuFC\nEKP4seLf/N5LPyryibiUpxKPjKRRnqQSlXTV5IknkBYvLXTKw7sqxUf11ujBcob/YtOxP14u76VV\ndJMKhUkYUYRpGyaWACBqbYwJTLunCW/NYCIR651T6LTSA6FiQxcxDyYq5aK58Gr7+kPPbXuY2KT9\n+tzqyO2lfcHVhXPXag8fq6SqmOeJgUI0hATCrtNsdhwN3HG5B3YcDv3K6EsLP7l9/FCEkG0uLzXm\nRs6O3Gs6RSK5VwAJgjCS6mvwjhFsSsXjYfDC+y+4+jPFCATBDaRwYyAXliCsEIAw+qSTMRKjioYP\nP/rNkoauJrkHZTlosFAMv9Z5/k2/cuKRHd97JGfjkzP/s8sfNDe/eKwasTc21dXHTOHcD+a/9WyJ\ngjxXOoIgKFqfknbt2CKADYcOPlE4sUvIwtCJlJ8YudWY/36r8dDIXu2yURfeKkHDzoPp1WoA7rlf\nEZUyAZt+JMSAwRsMxmillHG8Hdx4eXRIcgnL+z7n+Udz9fpz2x7G3qaxX6ubrOqXlm6mpx46UFoY\nqricc74ZxLG2STbFnmUbaKZjES8QfZk26tdv3DrQMMrWl1c7xfkW3wvoIXTOsUfoBjg533dKeEZ0\nWWBKR2nzyrVA74+HWW/D5jQEgpBnUZo6DELNeZY5QQx1OH7QP/uNTjfn40MYzMQMqnUaVv74pYB2\nMrgdFCH3hfI//91/9boeGQpqSRZCzmHx6RH/H67UHhotxTppA88HhVAjCts08whoqvpRCE/UdhZI\n5nJsN2Bypvnaixddoaz32oOzUrfKaDNQLnda571OYK/uoQCQ0qY3TAK6H+geQbfuT7HtwxA6t5cb\n66utkRAPgAWSFNRjD50c/uFNk6Kvr3u3ZhtZZssT2aG4cvvKJa3V0OPPfO5YcW0EMlAIaj8AQBCA\nX7o8D5UwRwW2vpGqqWRlVNeN0BP7v3nujfM/cCzhyOGvj58+ddQmCIO1nNY3FCwunJBeSatu8CBA\nRry24e3yNOYaCXMpP1Qd/d1zl3+nGRYhZ1Rr66Q21iqx92AAwHeHim1GkV1aq6KTI/+EpRHlLMb6\ncDi7eatYdqnqRa5kAa5cTUpUbnUKjnAzKZ34+9GLl4Kni5USr61lZnGhGjoINDAoBRD/1vQf33ix\nWhjR4CGGdNSMV/l3vzt7OgcIAOBQz6i/0VDDeqVWinLz7LMAGeY+xE4rm1147/GhTjtw0LXmfWN2\n5IXV90+e6TMUe/ls1MOerCXWlSloVdMEoijrxFmOIeZZ2MVnkYKjNAKdV9uanYPdaknqCR0VJ3+9\nsf94CbYq5BCYqScLhVlEU5l9XG8cHgkYdVT9amNpYWF+qQGjRx86OQOyq9jG0Onn0icmlIBQ+chX\nhiZmY1SkvS5O6OLk2XUvEJQnJmvhdMnRNvcdl098dfHpqV36oHFYPf315IRRxIAISuuJh1eOl8uF\nQDEgqn2fnzx1YDdMlpp8Mjx0sMCIIkACGoWpMH36Fw6dGou2rRwiFE8+REcnK+Q8kjExHfh8uXis\nFmim8SctPD6mvdpaKuLg4XRh9uR4fwtyFB7+dlx8cufzJx9pHjw5tOUU1YJkJp7uDD0yoT1vCYfh\n6Gmp75vZs0KcQwPei3ZomLtH8SK6t1JDjgqY0XR6qKTYz7Hpk5UAnbErd1rl4+NZOoDm96HauLMR\nD09xGNSvrsjBqUruI24K2+bchfdun5s8/eiZw+OFfuL1QNrm2xfd8SOxs6yxOb+SnJgFF2JKSkve\naiYOSQXFUrQ+FCQdFZu+cOHC5fcaB49Vd74wphMGt9/j2f0BOa8U2CDA+uXm2GgcK+dBBYtX18dP\nVHfZcqVxbWH4zOgAF0sJWowaF1drk6MFyW0/xSUxBpP6enu0VmKvtShUfnElmgyRxfDSPM9Maodb\nxRq4YBcalfFBFRmrdNC+6fb3nSd9oDT11u2pUzU/cPRqbyGShVsyOR1nqQr7n1O2uZEWJkf79xvk\ncImwsEimiD2TSglc7oAsIVuP5MV7573kWosVrTcXrs7V89ztYjBzwFlk2mR1LAmHOHgQAIPSNtNF\nV+eCD8ijkRxMAK071xZ/L237kYefPX1kJ4PjfAOGjbNOVEDWtobCDGJutoM4UsA+1ZoQEDuBdFxQ\nUP2OpVXcsOXI7VSbooaUuU5DqYaclYImUUwbMt4yGhwr5ShLgzLuAjizgW0Fw9DS2O2vQ2VdEde0\n1iRepF+6oKOMJvGcBWgh0MwZxphhnKOzKiLntTjQMohj3hiKs1yD3ZqbORVcHu+EPAzXbLWQ2S1L\nIHmrYuXaYcCZVYMKWR4RGGmQ+L2TwTmheEHKULx1gB6BnQf04r33LGkPES9buDbXyO3u0nZRJiKM\nxhfI5hAF/RmlraVAuyTKbCoUFDNvUbNg7nIdzI4mpasvv/rBahTtMtFAMARGciEgFjRj2nsN7Ehc\npoDZAgo7x5FlIdpCFmRnShK43ZEeKkvCCqAiQSLi0FsMFbMCFkGkNC4YdsK7GBwWdLd0FAIKgkdN\nLo0KMbvcoxno35pABJQCYCQSJu9UHOQtUkhsjdE2k0Bti7hwuSjIO4Pil5HtSDcm7y5KwnKYN3Ag\nOzlDmEOsI3SgtzU2RzIGnN0LplexR0L2yjtG7Zxiz0DeSa8KtvKZCDtnfDcc717x1QDecbtIiRQH\nKweg8j73eVJEZnGcAYCgYh/nWWbC2sjfvH3s2I2RY7uAxcCCEwFWSMjO+hIziDDWAEU8M0K3oBMC\nmu1JVco638VGvpvYsBMtmRFAVCBll5JSPvci3SxZ6x3vQqAEECu+5+AXQAHFoMh78swCyph+klkA\nIJ5ZFAtpZI5iqxHYaVTGO4/oWWncsmHXNIiirU28HRdAE+xqQIbsMm+2VRBXAbjUeEFliAcdRe+c\nVnt7uRCka83qbrEiPZBSga5vTHnxwDbvdmx3URBIXKDEGSItXgXSGOTm6CBn1LFlNGCFgYSFQAIQ\nJmA2B2on53H/rpqEwgDslBYAVEKcAZF4ihQIgKKuaExIHgjZ+0HmewgMwLvb14rjxCIJUzeG3woq\nE3APFZQlRL9VUnUbBSiosOtdQADQGSslgoKqmxLSb29/GAUUCYvFQLEY47rZgohKkWxDBAiQEbcV\nj7RsAg33KBPLFlWstpwbjCrywtoxMvDgekMeAHbXYuiTIyNeUKeonfOiLJJ3XtB3qzcCaHCeVcBd\n/u6ewR0MSbyoQuSQKK/3GZwWjBcdYNMag95pq8QSoGSsAg3OLtYqx0eSktnVMyREULqDAkqjykIi\nzyZqAiKRIkERIE22HzPW7yiTIIra+So3w1BZNOQZEVFkQ0sUEqEgIAhDyB4DxbuwKgNEjeC7RSsF\nANl1veKE4nnL4GEBCYnAdQOboKECz6KDjvNKayQQEOtwEHKRIgjBVsEwxdYCpLtgipVjDLeNtjgJ\njGHRkDsh9v0lWZPq25vvSS7U3nqtndGSWWU6gRZnlZE+9L5SlIIOOtwVo3fVLpQ9zveina9aHze5\nn+F+z6IR26j/HLzP9f3n8PZPcPf5zvbuhP3dedz5nP7nu8YDEVG6WGcP0r/73//ufvVpr/GzvcB6\nL8zMIr4bVAcuz0VJnkfOMrBzRhiAvV9dnVtNrM33CL/9+NSzJvetyg8AMnH37z7q87ZL+T8P+rj9\n+1ndPwPNzBR2txURxyK4taXv3uN++hb2oO0+Kjbnx8Ty/Hkz+GP372d0f6cVeCaTAwB7z643g/vf\n/yywKvu4yR8VP/lj4S3/LMb4PvRx+/czuT/1wqC7hd2ZPTOAuMHO9ckv0b1E1o+Kn3y/6/f65ufN\n4I/bv5/V/UPpFq/kbiB0L6dwK730ZzCDf85r9M+dPltrtPLYTUUiUEyI3T2Y/DboxE+8edDLq4CP\nsjPe7/q9vvm57b2D5328/v2s7m9JgWfSjIqAoJuez943e9//TPCi+y/eR33BP86E+HkzGODj9+9n\ncf880sLehDkhCiIhCwBvZU3quyD3ZUsv7Z8HvTrCA0f71lfYyzvv6aO9Yy+OF3fcb6+6uF10Wuhb\nOQZ6n1lfhcmaW50U9p5ZAs46qSoVDXtB3Lq/yjMoBEljNM0pNuKFsjQsJitTWz6Uux7pfFjI6lTN\nS+16pZI0aiCAiIOE3LxCTVcwzockmTNBBiDMXqrOkYI8Nzv6NxhI74S0JrAtXyjkdR6DFhAPQmMG\n49bHhEQUlt1go7LH/Y1zqND7wIkyYJ0HAESSijQrUNrMI2HRyFxLcgwxSaodjUi0d22DPuWogAHv\nAZGPn4iEs5feJ9US4NqNm3Xs2sKeKVWHfKe9PASoFG0hZXeD/7L2laUlOzxVC44GSsTiXgEREIpx\n8+8vgxqPC6Zsit17bM0V5YCiAPxatrm66cJoX2GoUpDcWceCSgV7rRieScvm3PLF2tjw8HAY5yyo\ndxf+3rqeCBDovnDBfcp6fMhQCQuFDoCYGK2OTM4YdKPLUBwZYRY9cEve78bWKPGgBsb4wUh8Mvzd\nU6ZI46Bz6723rr2LShulaG76+NHhMrVzVLjdFC9AhJwnv3/1cjJ5ZDL6R2PVOLW6shcjFED94nff\nboTTkwceOz5SynupXP3vtRVj8o3NF9Zv315zYfTw8IHD+0fisMMiXpB2G5l7xKTt4g9f+9HMgdHx\nE48f7oCjgO3eQX0oAPTgDHZaCYvWLaPEs9bUMz2jkaAjKsiEPBILE7J3okAAAPH+DO7XER44pLe+\n6i3RPzXdU+9L2vUrb797o76MqEgR/vvaodMPHRmfaCGK99uq9iEiCKpLt+443zmXzJ58qBbkGOxV\nOMkLt9aXFhq0evni3KNPn8aeCaj/PVll0msXF/+g02imoPR6PDx7/NTRUVCE7GXPl1pbazhZvCz1\nDxL1CNUigHsXF+w3G7owwA86SIQCCMIKRJBACFhAULRSSilCEgEk7m412DNM38vZsJNC74GQ75Xt\n9onM4L30Pn3z1R+91yzvew5YmEUuLl3/8eEnnzy0zxifuW1bC5F4CsuPHnrShJsX5v5gXj9S4L2D\n6dBLOPXYGJvm3Prry2pfhIiCvPWiUgB3XnhtLSvPVouKOd9cevPiO8envlKsaJ/7PSPl2XoTjJ9q\nTej29eu3vrv0azVih2rv1BhCEXnw+RF6jwScBexBAeckxMQAuuu/9ACAxATKOUFytsff+zOYvACi\nDLwd25j6Cc3ge6/RtPDGa5v7nj79VWbvPMub19++8pNb7+3/7bGJSDMN/KqelGcM8bdYF/y1H7/7\nikxNzWq7p49DM42cGbXFwur7b7x1YfzkGSLY7i8UUu33f3Ah+vb4of1Dyju8+fa5m+9fDuOpQ2NK\n7S215yygZr96YiKUuVd//MYLx86Meav3ZnAvPfeBJwmxAKCwYUECFsDugtfN42fwfQcxs6Cw78u3\n99+De3WEt0H895v4yQhZe+h9yzeut8ae+Nqj+7uiOOyfP/XmhZW334WzzxxQaksNyCODDig4zWRc\nMTj4w6Vrc6MR3sPl3yVnVWE4oJKbnp1IfnDp/AlS6i5cZuK1997Njn6jNjakQYDGZk6+//7VpX9/\n+nMPDSuNewWkiwFxamaCFE2Vsvmrr41NULY3QkRPq0B60AniunzQVggZyfS3oDxAsOR0l6MCDoid\n970uPcAMzrUWL8r017ztQsYnpQbeS++7dXuNpo8fO7BIpJUmmhia2L/vjUtrf96ZGi9tE7McKHEe\nKM9yBjdeLPmN9U6wt40vTRRK6uydfSOn39Drc05BF0Sh3ydx9fmV8eMHjVrvWGVaQ9P7js6ULz9f\nHxoNi0bvxWBNYhsSBq7OQfnIWbn0BSSWvV80BgIEUvdzp/Yp10q8aF3XCjxrnXXjOSA3Ciw408Xt\nArBaW2dh4EfXO/XVwRfWo0abl4CBRKzrg3v0pm4fI7KPpL4VQ7RT7+0etxLAewMNuDV3BUECzVmu\nNFpWmq1TV6498199LWgOdZ+Loidmvnjn3JX/syA/OSSiuhMbKmAxRADqYeL/7/77/zTzzXA5jHtC\nQi8/C/uA4LoACBFAaGDoa/zi7x756uRcNlYYRKmGNmvMbz75qyOAOIyIIOwnfvGb8n+4+nsXfufL\nuFYE3Ka3b7GPAcMIAJXJ1dCY4f88UT4WSicZ3XZZD3+1CzEIJGmm453+3/4xh7v5ESCIcG4jYBHJ\nMwARIIACSzv0OhfvgTjPS+2UIt3ZTNPc3TMmq08ekIhI+7usIAjcLQOErmeZ6EP0b13VKxS0/Qhb\nVUb61/UD7rn3holHAYXgSRGAUiWTrq6lge75udF7IF3dh8eS14x+suItDJQb7L9ICACzM7dvXDsZ\nD8oADYqGDM57L5y3ujYaJNdOjxaM4UH0YQt1pH1r3fWYIT3kuDN0af5lc7KabHX2Lmj+PsK7Bs8h\nm0J9fTMtEJltVV+gX8wBEECEEJQiv8MOsJcfmLvQDD1hQbpRlgDA0k1eyZHEewxSj+BQugkNIHvv\nwY40EZHJoA/30O1Un529FQL6b/JgiRsMwLaBABws7f3r+pkEW532oEjYGyMejRqr8upCq2L6PVUi\naEbM1D945Sd/JuHZiHrrTr/GRN8Sduqht997c3853fq8NxN65/0KbipJi6PTUfOt04dKrO1A6m4X\no2qZWksEfaEACQnky2P6/Zcy9RRt9f+umg0AvTcaiVlVp5srq2lZ6SDrfjrQEnqgpYLeadLod8mY\ne/gYmHo37/2epasqsLBnZrFai/ekmyzipFu4khj2rl3ISoPz1EX9RYTugG5ZMhWIoIDQNk4O3oIe\nw3Ebp3eKG/045H7FNNUNy7VC5AUQKuND+ermqA96Y2jIetLDtf/5Ef/jH1TM8Wpvam+rAQEICPuP\n1+Y+eK4Cpneudswg1WuW4rw0tG8sunijUdRuaxwCDYValVcD6LG39+acqpn8/Lv7xw70+rOzeMlg\na9KUYzh+OOhspIBE/fHprxy9NF7Q3oNmm0a77QD39AP3lm/pW2VYumF1PTewEHgWYQDvQYm1nrul\n8fZksCidrtUtVXt7oIUtDiMAmN6zts9eGAzk1l7S5zNt+77/EgAOClehaWfRcImAwDuBdpIUpupr\nt0Pfr41QslkuOgxqjy2uf/DiRIkHDMa7toqoPLKyeCdKg/4KgXfvaf0XK+ykQTWe2D+3NK+UN5X+\nFK4kzWY8ojcavefqXv956PTS2uZ7Yb9eUr9O1N0sAEgin2aRGR6T9bWiqFK/q/1iHQl0Ez2jtiuH\n2tkQ7rYD7OUHVggMDNi1u4mwsO+lK4kwS+CsIHmr8xwJbMczIPGHMBhJmtevrvvJ7srf20NxUC5G\nQ395urunfYT4/p7UX4j7D9omNSIgQH9PMy03fnw2VuKt6OzOzZW1SmfuzWUb9y6NxSYZxjGEaubm\n7dejGgw24V5Zn+6NKndMYe0ndwZVVvrNc73zfk3FoJUWKxvtytzyu3Ogpg73E3bV3K3lzRiWX+71\nSvdqQSQVj8X1G+n4tvd2+xLdf9E7RWhRKVsdzW++v9qmQRFN1/tFuztLwCRm9nAlsLvX5nuv0dtD\n+LrbYzfUXfo5SMBMwC4ATwLeegEi/FAG+/VLr1xvj/R4aHvSn9vONejjc20ZCrbqKfXKxOx4BXZ6\no/pLNHXMSahGxlqrKb3y43PK5ldhOMt6L5gYyhOJC8vlYDNov7PR66/0y9D0pfmR+qaa/9O41F8Z\nBhXYsL+y9FYg7zHEekvmfsS2dJYf6bWr/c6LmytZNvevu93thsQQgo+osdTOOv+6z8xep/riN/Xu\n265SAyrUKmxe8PGyjCe98eqvILY7HtDx40/HsQ532gH28gP3hSwR6Qo/IAMLKwKAZQQPYCwTeADl\nu8WjZW8Gg2vNf/DeZqFnaOirSba/p/Uk/m1FHwcPQ9iqeNZ/G7bwmHsN3sZ2BARJS/nhU+Mq905T\nPn/+BweiZC0tJsu9KprtOOKUC8UVH9UM37iR9BjcX3L79xtHB0sfuJHN3nk+WKm7f/TrJkVGLJUL\nyi1tbnaGYbTP4PrlV5qqDStv9dWz7gFD70VFMf9F7/f9vbzvhOkDp7dqqs5DQXq4se7glptc7fWv\nX+a2ryrN6cPFo9Ml7WG3HeBeQpYnFCQk198pe//6o5gTsWetO6KEGU033V9klz+4TzrPKk8Pzzc+\n3/r+78OvfTFqet9S03f+WG587teoGbQq/o0/97/4pcoVCBTqpfd/kJ767Sc6G2TG8Ee/d+Urfwva\nWRbvu/OnV4af+sr40gqYeHjtP37vyN8KEYmIcOw7fxr96jfLa4uF8c6ffHf/r9qhaPSx6XxzKARv\nK0/Gv2re+Detz//i+LU8JFVbffml8tPfnF7rlJowpp7/ff35YzNBC5UFpUygxToLiIoAazf/8s1T\n//XIJRNGxKy0Q0ClFLnGD9449evT69Z7Zm/9GKIUgrf+OC4++XjFVgYpN/ztz2XLL7w8/4XnJtfB\nWMWMgZE0nXLtLHZv/3jhb/9ynES6bcXlXheiFROQZ6Dqy8/LV58uuSXrTJGam/hv17/1GzDv2z3B\nKIxCn3IQVbOlN19ee/iLkz6cHHMdr3f4f/v+8Z1zuFcny5FvlPJS3UeuVUiKdW96+FiBOO9tRyKb\nUwBZQ9hmzvoPWaJ1GNWOJB43rk7R4TOVYeEmjt1IX6zNPlRIo7a054f91OHRJ8CIx5Xj8wthYTpo\nkRtx18eaMwePdlxmxq4tLA5NHj6wr6EhKM0dnBitfbvLYLgzOxFOHR6tHw+qq++OluNfrqKaqXi2\nZISiSYewNqVnDu37XGYAKovlm7UjJw7U03KLh/KLI67wN2fCNioHdVRGg3cVQKWA/SJNjc+cPDo7\nog2ykGJltEaAm7feicozp9qHBEihSAvYR6raeLE2fXg4K/Qr28FYUHCFq+P43Nem6xR6NekZgXPr\nJJO4oTf0k08Vk1i3JxARlKH1MCL2gJC+yw9/o9RW7L3WnP+7qp06FI3KVG/exKFxnRyUwKppbn71\n18Y9BHEAfqdl7H7x0I6M8lZ0horYY8gAAF18LCSNwioEYAwHSYN73ciK1pUyUTJfDtTwwckQIeWC\nnWpJ7dCojzvpUoWkvG82QJ3nukKnOklWnbHYqrYrUTw8fcCiVaXOcA6FsQM2i6wKaDjWdBCIiBD0\neFFVpg4kBsMbQ8ZnZ4alHULOoJUXPRoH6aVye2jf0UqmhQs8WigPTx1MbNnaQn2k0JLxCV1S2suU\nACkCJs9E6FzUiEGNHJ0ugAgCQktpjQBQFZPT+DGnBEghwBCIMzA+atXw7EQHa/0gtXAoRjVaatRG\nxkIVsGbSBBADgEVtN6+MTsyU0wisBUBF4mOjQABJQYO5VI69FitGMepCbao8rFRvfWyrICyyQB6g\n2VzDqQKByzuAu7In7xNr50JN7ES3A0Lv0aTQ9UqyACpUkBsjng3eNyZLnGPHRJGrL6m6NysmSrxu\nbN7kTIWe9NBae4XbVEhRrAvKExOytJBqxYGR9sZmBgkHiiRpLhdamRdSrMR2GsXNvDeDA1eHFusY\nEWxrw65tFoxjywpAWEAVQpc36okq5hZAfNpe8OsdT1prpZVP261OJ0yVYWBnhZTCIMs9KZQytZcX\n1ixmNket2QcuyRkUjdnGRgc1NVhIEQiK9xHUNxanXRBZO5hIiSetOWk6FvHOyXIQaWQWY21UdqvX\n7fIG5Gw61dZay4tzvlQrahG4Nq/d4uVj5TWDnrzrdDpJ7kHpdk9IbOgg1Oh9GicbN5dXcqe1eND6\nHlP1Q+Ohe3jRXdTZHrosAQqioPSyHFnhwPS6J4MNgmgGANeuq1bqlDYOiVRLMXDG7ZpvbXLHgQB7\nVmG1JM1mkjvnvO1sbLQdkQFAdrnzLssz75VOs9yLBxIRRk43pZ373JJJM+uhk2sEMqbthYHF27xd\nr3ccMSIIZ51l2mhl7G3mMc9zx4hESiFSZi0YVAbJgTKkFIFLU1dg0REmnby1ttERrZ+oJ1bAtZGE\nlEJAJjKC0uxYAc7T/kxKUKO4LLG+i9k6K669udnM0lwdPDtx+MhqJ/feo2tceftmO2+3R48/faaU\nLW/8v5Jy+1146uFhchiGHSfssiRq6aAnVc0mjZWkXW9nVbvko6GxtAfvvGuJhg+Ph1bdglveIIvS\nme8K+gKmZ7QMvafAb4tQ2fNOgkQiEMWFIkahiQOtPCpT1KWCUqRJKQ2BJhHw3toWg4kjEhAVBghk\nAiYnzvliqVwugCcwJowKpYpHERFCDUBhpBiVCePS0HAUaiXiATyAIgFArZXSXZhcmzSNDqLYW+UE\nlQmi2HnngRgK1mfsIWiGRciStue6qk2MlVMjJqTOnfk/b29utj3Sv8jDUjFAV/AMIAChJ1SebRQY\nBToYJEJrMsboIGq2M0vI0li7fvXGUiNfTaKnf2M6x0KpWs0C4j869+M7QM2NY9nhvHPxxxf+5HDN\n37h9+cJ/EWsWNFEhTg2BSB/Y6/X5y7dWVpc3yiPV1cWgvVLxjGpbHaW7WPyhMxgAEYSwWxySBERI\nQAMzCgt6QNoWaLD3Et3NyhaDUZEiJd5BmkegtVYAogKBoIARsSatrO40Flq6HGunOhCEhsiIYwuI\nilEHGEqcaa0AAOPeEt0GCktF8EYrRUjKoHfoPWhEFFZBRkEcaRBtAmQ0FMVRqMkJge4aybXWSiE8\n31xt+KAQHpqcNqtXrq/D0pUkKgKxgOt88MLbf6KMBna+6YNQE6m6gApDjZn3rLzNCyExUNCv+gIG\nCARNqEzgQLN+8cpr7y5TuZSv2uFbanVlKAwRvcs+uJHNnp7ldThzorj6wY/eeuzsQX/7wvW5k8f2\nh87pKhEpbUKtegrN796+toHGc1I35SMmXCt101R3xWTdLx7aBZq8E9MxWgGoMOkW2wAEAhSSBAi9\nl8F7syeDA+8ENVGjYwV8lmillIkqw4nutE2mObGiCFyWaSLync0761opFtWxgsDsDQCrqDrcbnYy\nYECPkHaazYYAiAhjljNpgpzQZUk7bKIw6sAxEbKVSFlGRWJTzkWLEgFmz3kqKMAuS9O+bvcv68ub\nLihG3z7Sia6+9OPro+nVtN7xzZpit/b+975/sDYzVcYsSyz7LPPwZxSVh4fKpgaIIZRKKHma260Z\n44BdmntRipCdh6vvv32Rjj184PGrC4c+P3Zluu4cJ+Kaby/xyd/4Yti5MjpqF24tbvyj44eiuT//\n/ff+cz5ctnlEaZY7RlIWuhB0uRo7dPz0dHyVynq5/fCpOhF7uHfVlw8VsgKt2IrOtdbCKsqkZ2WS\nrhkzMxqs5a0Z3Ne/dvqDGyp0mVKtoQsrbFpJadPX7Qhf/SDmJC9I5oqloMUc6tC71rWf/OTGy/u/\n/KjC0O6jlg/IAyIq8I2VWFkH7FxBQJeGhyoEIJ4BxiaGXaM+PpQTimcKrWjVjSsDigDSAlG7jaH2\ngbMlJZwgpm1ERs6lMrVmgBzGc3/59r+pFaOp0txbdx5+JP/R28UTj85vLNjMa8tm+Q//v+tfOvvM\n2WIQb1x/5rtZwVy/9ea/GipqnPj1v9+q2XWJfcpNPaxBDWL0AiZNzgJmNsXape+++8rw/37zhwuP\nfPlXmhszJjtfLFat1DYu/+fyb/2Tk81O9QAFOP/K4tHHD/PyxO+03n5p9vEiK0NFSTLPLEqJE2R7\n8crxf/AVTcUTgkGoJY8RQARppx94pz94QATMDBg66cRssgLqNHTQBhBhYSiniSjMstHGWjkfW1/J\nMuu9fEjQXegd68DXBcYOB9VsJQoRhEZ2Y6xA8/3nf3DNHp49MBI4l7sCEIiOerLgoImqk6RBQeq9\nUvJ4bsEZ5X0Pc33vV9Zqk9W5ZR4aHwkRg0hbDS7PMwYC115dGD59cmyksHT1patLlJw+89jE5RVb\nigL0BM3lRunIbx8cSbkYhlmuae6laPFwOUg3bvwgfK4CiB+yFFqPmri9+kpy7Atp5+abT52qYb5W\nLyhhRKDgYWdSDrKmSthhuRqvjykhXZ7q5IxKDYL+kBBIXLtVigMdqc5mxQtBp9WZRiQU4Z1+4Pv5\ngwf+ZxTBbkF2AUDJRXsWCh0anVpRLF1H8d5LdOogxOV3s9VOgdbeuFiquEZYXV3deV1G+a2XXgyP\nfXPm4VM19KoVGQ2yG3ph6ebKal1aN78HXYPde5ezstmCjdqTw0zUvLG5msf2zptLQuU8j7NLq84w\nEOXrty6NPv6t2WLUXIrevBCe+cJXzmLxvZveAvpANm6unX3yZJUy9uEISxQvvjQ2/K0Crn/w7k82\nH6sG6sPQZh1jQH7t1p1jT33ebTYu/QCfLDcXmsNt7zQCFfYvrlw7MFpIYvBmePTaWm5NIeRo5GLi\nySDYvvvSsChFzXao0rYE1DYkCtE6BAAS9vgR/cGDcwSAbVmEOSmxjCYBrcR68N5/OINFhKh9/k/u\n4MacZJdtfRg21Yhf2Xldp1yKITz5rW+MzdQk9VgsoEHI0+7Ov9WA7799GxZaeu6/6dlkp29lWolQ\nF0hi7xlsMLn+/ZuEN/IbF4spVhZkYujKwkSNgcBuzl17+Nhj47kZn9lIbo088wunR6jM9dWNtjgj\njeXm0MmAMDYGVUS6mOZDT/5iTOvT6cVrKyOBRpY9ox4ByEC+OV86fCiGM8vwYxWfjlEKubOGPFXi\n/MpLQ8+UOlm9OHpoxt+YL47E4J3KLZMG8dAvTJ10VDUsdWp6+a3Jw5R8AKo0VK3VnPQdLh/NHzw4\n75ZGAuj5DAlEAIS7fHW59ywsHyJk5ULE9Q9+sFbiugrT9Pqwaqo1Wds1DLo0MTFUKk8Pl30711EJ\ns5zAt3tJNoOWvv7S1YqRMHi353UZzS1DV5zvhU3dm0LbuPXKucpUJ7Go6q5Yl/rkmjVFAQSXNpsT\n0yNYVyW9uub3PXm23C67drOdsXIMIKgMe83svVWdFk7OPPfc/shk6uZqa3lfTaPfewZrhQDssmIR\n0+jAV/f/X35SGDlQYKdtVgCLlUfl0uvZ3NDS1cLjXx8/fnD9P87uP/mktWJUH4Sj263O3G06uL84\n8sT6+e9fn4rddVOozRw5NllEEBZSDj6aP3hw3g1z6oJSiYh2zgN4yy73iC7hHqTsh4TsIDv2GZIq\nlI7NmMUK5WG0ceutHdfFANVJfeX5rxbJeBMEC+2561khcjv3Vm0bUCtP7D/Y4/rE/PXUkuoFrO49\nhckxJHPrMAnjh4v1LKqk5eh8g5J+wFCpqH1GBp9/tz00VQMWQRUWCpQIlUZLzWsHSHWgpPJrN283\nTn/5q6c2LQW1kbi+2gaNnvecwUaBQyoMLbY320E8Wz669u6p8upmrmwG4Kj0q4eef+kvLpeX3t7f\nOnrq+NcP/e5bE1+dLGX5UFH3AV4AADC59uPk7LP7il8Dev+HEnKzWAoK+84c+nYYkhcwH8cf3B9Z\nEUHuGThQmHt5eojArrcy7i1kkeLcVI489pqyXDn5+elWiFDg99/ayWBpqbGzb55794cP4Tj4pn9x\n6eb763HRwCBqqUsPXVsmheXRX+st0e1bb3QyQC/9hWoPyrh86Oh7iafa6S8dsDYYaalOcDNZJRDB\noFhar2dBUatk36n9p4cBYicqjAz4APXw/urq62fCIcCwvfTKhZuudHoWyInRkYbNFLpS+x6kwWUq\nHN739tz1h4uOhv/OX86/tnFtvtK2VsQH8bGqvfHGCsnDoyPAY59/fOlOq5Wna3PTZcNOddVfQIRw\n/c25+tjQ0KHnxt56L6mYrBqs3Li8ef3x2qhCj/JR/cFb/vRuHegugxkcIDgPKqfQIPdlINyNNtsn\npXxuKseffNF10tHSkZNtEhOnGxd3Xpd0SmOPv1df/8NlOKZbm61Xbt2aXx+OdtlYjx642mbv6VTf\nLztjcrsdBWkPSqFy6NTbi8FVUdMPGR+qFjbeixsNBBE0cenWYmukZPL8H55aPDnsMWhbFraJLaAq\njxY3L16Oipg3L527c2cN1bBeHreswzgyiQP68NQgb8FUxhs3ryyPoCn+6uLc+7fmGmMd7wQ86KRy\n6MD8/tPwBZicUXoi/ucvvTVVsMs3TsRKPOJgaSrz4uXhpaTGB/edvUHT1cWavPvdc9naqhmKULrL\n6EfxBw/86igChL3K3wKpUeidNi2jDPjuyoyAuKc/GLyuQXrwv6JXX+hEyjmy1Xxp4uTL7UAREDL0\n6kpVi9ae/icH/2L1hecx0OCvn3rs8PPLmxE4TUqEYicBoKGhb408f05TrhEJCbGV5coEmCtg772z\nPaGsq4ojICMJaINMrfAXin/8qtp3uOTCgHIqcb6WDYFPW5VHn73Webn8jX1ZUhzab02YZMVCgKij\ngiPy8Vf8n36v9L2ZYV66tYy4b3VlDct2LSzPn7vUminr3JuwbRMMUBnbX6tJAMBnHatUbNyhfzp/\n+40rjz6+L1jdTM+V9pkLGJS0DnS2WZh/+/aTv366AiC+EEvt134zWP7etdnferwmQuA8Egsp2fyF\n6X/75//N0j+ooZqdRQ2Tzg0f+9Ef/fg7fy9qg/Z+Zz7wbn9wlz+BZ9SSp0XrhSC3GpuFrNRGBY1C\nUmhKABtBq5RjmNuUWp0OhVhtBo3kvpkNT5qwcfjEyD3wi6X3tikyI2ftH4r3uXXuy8cPXi+v7Z6Y\n+0uAs3T8WK8zHzZ17iKN2ux/Co/feOjURAG3I9JprQr7HvmOnpiJigoBgWWbDdYLxROnNmpvK6MJ\nmH9xfaNJpMhFRVlf8UPFAAGJPqR6YXeT+eYHby++/i6nxXZ9+Pj+5dZ6/7u5C+tjx8axDoSEBKYG\n17/3lwtjE5UtpFIBAaPHDsw0L/3FbxpCm+U+JK3CQqXGXggQ1S5T5R56cE4KmCnIQIFjDFy30p1K\njVbCGDgEJKUIe2XtHGpiB+a+DH56/FB79NBwvxTejgcj5IQC1Uem1pK2Fcntbx4YMlXYhQIMpUJx\n9BGenBoECT8gGS9UOT36xI2pgyPK+oFUmLEiDo8998LG60Px8WrYJhJRW5kilnQw+Wj57L9srLWD\n8emRL1+9My+gIIvN2geX3eGRGJBI7VW2uGtxEMBv7Cuduzm/vHmwdvTEw8U3rvS/L95eyPcfHC9s\nIihSRBY2f/JHb+770sFhlQl2t0wAEAinHp47997cF0q1WBF7b2IMTFTWIL2Q2p0Pvrce7AIljtG0\nNLF4UpkCAEB0RpEwmZxQKSLqhyc5UciM94LtvJsKB6o+LqpkZ1P68V7tSHMaDJX/bpp4RGdPjOPl\nEPyuCb8Zlg6NuLgk+NHgpZRLbUzDhem4oGzOA6nQCUlmpsxvvnbjR5E/Ne4DcLBtQorjMJ6OZ8sb\nS3U9uX/sCBdd5gSE+NbbV0aPjBdAEGkv1N5BVGj5qDm0ullPJkamZiZWz7f631eGxkd4pVEa7p0v\nX379+VuHvvE3xgsgSkm/bBGkZvhsI3/7ve+OH5odCQJII8jXF1ebQyEQ+XsWBbnnAOluUULfyyzk\nblYNk0YAROkmooB3LD0TFjuFhHsbOvrU4rLWYLOw3+J+K3qGDMcAWa7V6dxSqEDacea3o6f2qVEo\nRioHp7ocfuAlGsF70YLDwNbLlnHeKEXeF8N/WPrOze/XN8/GUQjbJ0RofY66Yn4z62QQFgMp+iR1\njtG35hfd+KmxiFl/iCVLuq51yqJjR0VYQqMIGlsRNn7i4bff/d7I58fYudw5/u6Fl9Ye/daXTrXJ\ngyLnepqS5DaYtZY/+FeTJ04fma5Gde3m33r96upshQRl90q3lx4cMQOBdaFznsTlRArZOQzReySf\nAhIBWxbniJxz6DJDGvcqFb9FTR0Asx8UHd7Wku5AIyA6i5n1GiNEa9PMye69rRAoo41nxo82h4UC\n1EqUeCdkttVK0KA9UHTiqYXzyz9Yuf2lUtAt4tCjAFiYSOemBsBpZ8inmSDn2lszc/bxM1XtvOLd\nA9ynHkAK5jrq9SV1mKm475VoxsdOXTxfaYxwnqe59T+aX9j/1V+aAfIs1LWBIoCIYaaDPj72364u\nXJyZmag0dbZw+baePTqMTt1TjL/3Gq0EAKk7gxHFU3cGC/XyGwBFxFsvuSWV57l3lgQ/JHWlT6FW\nYkH1QFju4q8AIEbiVKA9W2sdeuSsoEjA7KqKURNxSCjZRxSyrGjVRXQWMnorc1+LoCEHcug3z7z4\n+k9WDo+WgbcBdQsDkhK/GMYR5ElesRbDSDFAfPRrs0dOFth5Frdn9mY3uBwJ0Fn2AB49GtqqJwV6\n8pm1C7dbwN4558Qf/tKJL85gQsIi3dxQAAEo2WYQHiienGuuLd8Oq6WVWGdu5PMHD1TEGcQH9gc7\nIBCPxgoJM5puZgdSTgjeiUrAsTCz7zE49yDOyd56cJ/KJNaBCdI95pzOPESKfWgzMFqcaBUSqGjn\ndcpnjvpC7kfYhB0Sg3gukCJNWyXyOFdswPn14SMP85UbstrxwqgHCdW5Y6VQs0JhHUfsPegw1ABY\nLqup4WnMPcs9EOX7tOUFYQGjVWJIQTyIc4eSrpy1pXevtHvL2tmvf3U69rmiLoD94EWLbAsrxX3j\n/+zG669eWlLR5cpQaerkL3+uFWR+LxCWew2P1ZotY9BWJM5j0FYCAERZSOgdmAZ5FhB03ffW56LQ\n56x2+YPv6h0AeA8YAuSAdVXZcL8xt+9Mux571P7UP8MzHiRA8AyQQwDIoNHb4V//0qnFUZ26Ipc+\nZyaPYysma0EpwF5uEDBsnvqfxs8WMx9LZr4ypSanOFUkNLDUJJvDf695or3czawg8KjBAWiKs83Z\nv59UDqIzJCaYxFx/ceha/YmgEWlvXTjxy2fGi5sFBxozRByBbtqIqn3z6cPhepExhYlJyE3eVkYm\nv7Jv9tR6WdktLw1hXvjazNw31UpRiSEPiADOQUqhyEP/EPavxzFn4D1Ofv2xxfV50oEJNH0JES0o\nQQxDECpO/S9hbLMc+dSMAGQAh2Ye+Y3l5bVOEg2Njo9WO0EKsYeINXy4P7ivJxPnAMRcdJYV5Cnm\nmJhcknLissC7lSEvHam3U8wyIdfJhItZlCl/X0DwATmvlG223xueniiic0FjYRknpiv9Mjr9Q6NM\nSzeSsemieIn16vxmeWS4gFtla/oZCMmdebV/OswJqTO3pEcO9oLQBll4ujlnx8eDnWV1HOl8YYHL\nJ3vXW9DYWtrID8VFw56xuHpjvXJoWCwgIeLAVBbdvGHHZ8qDFBcGCwW1dNvVJirktgpEJ6S1b6xs\nThdKIQoNKpPnHqOgs7BSGBopcmo5YNAabJ4gKU0KsV8+p3f9fO7DaqkvTgMECN7lmXekTWA09fvV\nT4HhHcd+Sk8fQNwBgAiDeMvA1nsRz8xinHXOWh+xcy7rZDbLBF270/A2SzP74AxG70lxmpkwNOI8\ngyZBBd5tXYeAABYRkAgzFm3A2pAI2VvemWJCIF5QqY4EkU8oTrrOxQGDF2qRw0jaOxXVXEwsGUSD\n6z0Z8h6TIEDnBCPIM1XElHcyOEspMi4fpLBEyon2aag1eOcHa2oGKjDobScISIAGZX6cFx2StaA1\nsmMxjjHQKJ1ejFm2g8FGhL1sOeibShuFAtRLFxt4I3rjxjuOezHYeS8inlPo5gUTcp7mjMjeuSzN\nO2nG6NudtMfgB8aqJBEEFRlEm3tBtEGgkJ3bJi4LCoJJcl00No1S1mwlVJyzoNI795pOHNiOjwK0\nDqLYpr3XZDCTYnRW+d3qVpRkFBrbVn1fKjjWKD5UXWiZNIrJpeh3bmNMEUKa2770J6R8mgcFl3qg\nbaFRFec9KDQxgZdtFsOIvc+QAuty0kYRaxZJ8lwjKVK7i2i0lAbhrc81grPMHHSDIbeXAnggf/Dg\nYkARFhBhZs8iwM6zB2Tvsix31uaMLs+5J6E/MIMFSQS0bhKAgCLVzwbaejAICnhATnNnY+eN8o5J\nGOhe0YOZ9Yycx5xnCFlehrt3hBGyDlCHO34GJncZ+yQd713vBIE5y4Y8MAuiVeIzMWbn89hZwW1S\nMzKzcK7EMSqltvKWybMDgLCberyl9yvlMocUOQBE4ByIQDQEiERIsFMctyxaw5Y3JUJEERbTt7jv\nGLcHxYlG6nkBetgS4Kxn8V6Jy7Msd8Leo/e+W9nhQyAcdpIAMiOqAiEwAIXWI4oydvsVgpDriIQp\ncCyCRnwRhOVucB4AACh7NiQ2qcYaNVGw851tGVTkXbZT38rREOpoUCksN4YUaAUsDIiglQrAa7MT\n6Q5JA20zlKBjMQISM0sXpKhLbQAgREAB2l7dJgkCzQDkBEi8By8MqIIoky5vdw5kCZBAtlY4i0gI\niNxborf0rQeM2dm6ujuiACAi4p3zzOwYvHPO93JtAdl75g9LAN9JjN19QBMBM4ASpWGbQbKvvylF\nJKgwUSSejENA7NXwuYtUV02FHENAMCbfofyh0vd8jzvGgGBEg/AVReK0IQYmQISAgAzdI4BAK2Ew\nA1BVzY4UCDCQeObBHszUlZicAMK2AtLMDGRQtYlAGFCzOHFa9bL+do8XAbPf6nfYE3AEkBBwW550\nd9weFCfaUe8ePR47UOwtqxxZBDWIIgIi6k5hfnAGdwErEVNSKIAoFkkse9pxTeQSj4qINYhVQA2k\ne1Z56jAjEQSNOBAnigDuTpmMleRMxuxM7ci1cpkEYf96oyRxWkvMXgBAlMtF7hFq5QlcLuHgftp5\nYUBsKY2CZrCFxNhNrfGAAOIH9YoNCXvRGCsU7wGV0t6zeI1db1Ky43nNIECWLVwt30uV7gqvd4/I\ng/iDB/0QFMStYvbOGGZHpkMARIROEYEQddkrgu09pOed71D/ma4nnW6HT9quv+1lGtoTD2pHnSLe\ncdzZjq3rtrXsHu3f+fu+NNpvhx1830ckuJt21k/aeb+dn/sddZIGVVv3GI+dz9k5TjvH0fcS+pNe\nPjCkGWjIMgFvM8sifrOYFureZhuu5Op54vM0TXP/IVGFD0a9lvWNqnuuLTuvu9/1Pyv6tJ77oPSg\n7fMq0OJxsJU7NMo70R41eddzIuE22+3Hb1EPCuV+0Kk7r/soUKufJH1az31QesD2MQVa/Jas5lET\nO1EeNbEX6ltefnoG9zyH244Pet2nNdKfcQ4/YPu6ovS2KwUAQRBYkKAPLfLTz2ARgC6YT/f4oNfd\n7/qfFX1az31QetD2EVsHJAM9RolnUui1WK80OoRPiMH//zX6k6YHbJ+IwDbUXQQRRAASFiT8ZGcw\nQB+c/sNn8Pbr7nf9z4o+rec+KD1o+zwZJX4rrr0nXA32YOgiC3wSM3i76vDRrvu0Rvkzy90ePaCQ\nZcTBwBfj0Ci2oh1qxU50H3lvT3/wTn24r+9pgL52CCB340DfS8/decQ9jnt9f7/7uF47TK++k9oR\nZ7zTK7azTtM2TM0Het79+rPr93h3veK97AF7He3O9jOjQu8jqcdcblhgFiSRIlNacCqtNBw7kTqx\nZ8+8d27Og5L0qX/6cz7225GLIva7UYl2tfdTat/Hff7O32PPDJZ1+ztwxnTLf3cjlUjrwTh8Ikt0\nv0n3lKF+1sceWSFkxj3DYD+1dv60z78HIQI6IWLellsm/beBlFLBz4DBsKee+7M+AkCvvhPeP9fp\n02rfT/H8u6m3mRDs6m93QyJFhHh/EJYHpS2B6d5+zZ/1sU9713fa2d5Pp30f9/k7qV/1IUTPpHjg\nFe3mgYMgIjBvSeGf4Az+dNfo7hst97Ptf2rt+/jP30H3mcHOM3u35eb8RGdwd1X5+R771K/vtNe+\ntdXeT6d9H/f5OwkBUQDAEREzqi2/clfIynLnZZv//ZPcg7cx++d7BHhwKfrTat9P8/ydhAi4q789\nISu3zm8vW3vf+sE7z3fucQNEd+dRo3e0Uw/9GZ/3KUws+TC0g3ooCISIkClhwDwtdruCu+ob/4zP\naQefPm7/VA/CX3nHwHkeQK51kOXKO9boLQp77xwb9sA+zxgIEej+lc/uR/18Vturb/uglbw+acpV\nJK3cQAIDA0g3uE2jEAYfmgf8V4m8F0Eg5UgAkChF46wVPUDSFwBEUn0vxE9f4r0XI2aNAi/afFoM\ndoG2XhFWu/N3EOXoAsgcmmCvknR/1ciLAABSD6eJvNLMDgYM9gwASF2D3YPUD34AEhQE1S3P8aD1\njj9xMpDlGPAASU/3NqV6NQ7Z7VkV9q8gYa9iEm25hLd7lYjIi8DAFv3TPq6vr4XeIyF/WhMYQmt9\noBbf/aAnEpR6DF479fC4EvfgEf6fcUIiYc+MRCjeoxLPpLfSYEnxlhSND5AAfn/qrtHEAkj3wj/+\n+RCRaMNzb/53vTe3K14iuK+ZQtU8gHr8V4WQugxE7KKTish20E1E6qFXdtOePpEZDCBggVA87soo\n+HlRRsqzMkHYk/rrPZNPHEQhOfXAZVw/6+Slv/cKABB5MmCdDMJzWQABCPqhuZ/IyiUIkGsNHpTZ\nmQ3486IswNxXJ4//zd4efA27EebFZ09UndP6rw2DQQSwW6kQAMkF2ntLg3hv3/24y11EuW924c7z\nnXG7H9W/+UkfdzJOW0+GnDVX/9X/UPrHv1nTH9MP+1k5DkrZ92SKjB0zO58D29wyqDxn9Gmm89yj\nz3ObZ5Z9bsHnaZpa95EtWXLXYev80zruaiACM5gYw4LqNOzA0vNpt/OT6l/f0OQ9A5BSXb8whcwy\nUI96EbMI2/GHH5h22sA/LR/DHrb4VmJdlmZWFSu6udLZluP1Kbfzk/JVQFfBZRZBJLKiiD0YFkBA\n6qW0IPbVpI9ji9755P75p3W8i5o5GeXTNpmQ0kZn+xWfdjs/kf71DXTQs2X2dlsGol5gZS+ftcvo\njy5k7fRTflp+4L38paUwInDWu07HG7OV//hpt/OT6h/2ZigBoIhIwCxEjhUIOGbuvgCE2IO4+Bgz\n+LO9RteC1upqokubd26nw9PlbQrwp93OT2qNxkGEH4D0Ck8IA3ZnMHQ5+9PN4O17/6flB97LX5rc\nvDCvZ49NLVy53N5/dHxQO+LTbucn1b9ubnqvKAcSpqTYejSZAHTnKwJsE7I+lh68M391r/zWn9dx\nO91++/n3w8dyXp+fT4ema7IdNPPTbucn0b8eoUcEQMIs0p69CjsggKgAAfqrMyB8DH8wDP7sfv7z\n9q/u5S/t08b7r1zBa+8df+9q51t/9xH0CgEFZBAP7T/l9n7U877pt4vuICKUxknchmqaSQhpWsmb\nHoxrhjb3zLklpcV5Fu9yj/pD6gf/VaWKpDRUXHt7sfLYV05EvosvLLJnPaK/auS1VuxAWzSePehU\ntDimIO+qTcr3VmjFmoXVXz8Gj1TiQoGaayOnn/v8PsPKCwJIdyn6MGiEvyrkjSZh1ClqyB1oR4qd\nkE66fmDdy6BAUkozqU/Cm/TZourRh3EjHTv6tYMPzUZO1LayhB8NqPozSgTdCteIAkgiCgWJwAOJ\ndDF2ulmF0v37/mCkf9UoONOU5xsPfet3lIEcJetuXt3qJh8BpvozS1qcUUHG2nX9wIG3osFaLd0q\n4H0CJEJSf/0YzLNUv3g5GC4o8Iwui7qyYNd08NdhBgsDKZL+HFUMiMqyAhTf9RIiIqIGrUjzJ+Mu\n/CxRHu5/+qpdfVEfO1bIUjBd27v0iob91Z/BTJrEg87QOOtEpaLQCxmPpJQQpj0OF1Bc7j4Bh/9n\njSyGh568fv7PGt86UOI0Lie4VUHxr8EEBhcaxQ60M1oyR0FDKbAeg07PBt3PPowRnfFAH9kfvBdO\nVh/v6tP2u5L32r39L34v/OJvf2OGN9vjQAoYKNvR3k/bz/tR84M9gIiwaG66gmuxFWbPLI69d95L\nKsLMDKnL08w6KQKACP/0UvRO/bJ//mkdWyJhdOSXK//6+p+7rx2qKe7Xx/6MtO+jHgft7lmbMq2E\nPQZbFrq7lyUiUqqH64gCn4CatFN2kT2wNX9ORwGx4dg3z16++fK6/6X91abesfF+yu37yMdtDQdA\nsEoxewza/Y9xYJ4GgC6GKANJF2Lxk8XJ2nn+qRyLpRg6vnz073599MK//Tdvta2A8N0t/FTb9zGO\nvZMuDbxH22kbPjGRUtoEgdbaGGPuX/nsfrRTv/y0/aeokDNr9NcPDP3hj27Mf/2pAL2oAfD6p96+\nj3rc3m4EgABZiHiQqNF1KmxdKACIhKKQEPEj4EV/KIs/Q2t0yxgVeODaI6Y+f+1FeVRAmO6eC5+N\ntfcjrtHdTbgbL4nb+wN9xxEAAPhu0DtCVyX+ZDIbAGTX+ad15FxMBCK2ePwX3IWo7RiEtzXw027f\nRz0O2o0AACg2UI49DsKTUbbjxwN477tA/4iC9MnkJn2m/MOxY1EAnqR4Nnx4NWfYPkyffvs+znFA\nKJAZpbzblhfcY3z/tIflD56QkAjuixe98/yu+26jvv7b14f7n+/EQ/5Zn/fb2+mJHjuLPvy82/PT\nnveJAECYxYHY3DFY1Yo2w7Zy1PGh7xB0ElGSdAppKlrStBJk5XYp+emFrD7t1Ns+beqXz/nrRgwC\niIQpigASeWWErahEFIvH0KHx3osWASSl719e9oFpl9726RLBX08OM4oAIjILdEu+K2IPKgcFjilo\noxbnQHelaaU+SVv0Z8rfOoCW+GtG2Kv8QIjdCB5gQfJMIoAo0kst7Nl8PgEowz51gybkM7NE9z2j\nn3YzPmlShADMnggRmL0S55VGb5CFFDgFnkmBRwRh79wnOIM/W2s0bvv/rxMhYFeJ6tUM6c5g4F5t\nd+nmC3elamH5ZGcwfIZm8GduRfmEqJv7TdTLHt3ag0URMwUOtfJOtAgAKqV+JjhZnw2Sz1qDPhHy\nzADYrYsESMp3Gap6uFmh6xbn0F32Kz3wB/fJkkIWASGtkD3DTj2YiFCECboV9DSIAAKa3FKg8jzc\nZjfDB/B3ut71ff+yZu8FEIVIoYj0P/c7/M2SGkohcKK0Iva8lx+670/V1noiBEHCe6j12/uvEAS4\nh5Hc38P6+jU+YL/2yl++n7+8b0fYqQ9j743NxDvnmCnLQEOWapsLcG7jLPPgk8wLe+dZal5Io9+9\nBxOyiAAiMKDcXY0MAMD77mMJhIUFGBAJEXNRyEJb+bg9vfh+x53PbyISAjCJs/3ohO00+B2KMIpE\nAN4yS3Cf+3ut2YtSloiQZXetvR7ZHlzrHl9/ZH/yR/39Xs+9ixCQKWBhDFJQ3nsKN5i9d27w+4wI\nPMBuPVix7+7a4EFEZGetdt+F2oKoF3TfIiJAhFwrYNDB9nS+j+bv7LWdNAE7ZmYgfQ9sjcHvxAuh\nWPHMXSfah96/HobiBJQwg3jPO4te9inqlbJIoK+S7PH8j9m/j3z9PYYIEcEr5XIPpqlJLJNypJDR\nDFbkLCBwonfrwSjMqIgsKkKQXcBXZWDvvZekCxXYfdVZemlPd/kpd9bD3et4F8WIwt57AiClzb3A\nUwQFgQUEjbYMRNgtX/uh9y9oJcIoCgSQgj2nCgECi4jtRibdk0UP2K+97AIf9fq7CAURkbgXJioK\nRBCFFbDfAt4HUMAowLuXaBFBrQkcAah79C8HEG+t66/FESIBiATMQMiDcqof1d+57fkioMgJeG8R\ndq4g/d95AFRGAyMhgvd0n/sr70TA5wGzoNK0FyhLjoTSLeSMIrvLsz5ov/bs30e8fhf10kPJO0by\nLnCOCVwWZdYJONuXmiMW0ODzXQxmQdJKfE083wsSKSOlTSxiunuwdBG5REh4h5H8461hFpFII2qA\nXonjewyRIAggIHJe7hZe5vvdPxPQIYkPxXvP+Z5utEJ3EEEAgO85BJ/2Go2A1NUAEUGU787gkbay\nhM7Ve1eFzqMG2J2bJECKJM9bzrGJC+HOsqkR+0QEoN3H+lBaKwLMSQHDFl7zR/V3DpqPKOy8Z0Cl\nA6N2Pn/wOyJm71oJkjZaa3ef+0dKge2kVukwDFDuSivdTqlNc1ZGhUR0rwT5j+vPfdDfPwAhIgJT\n4JxH0xECZtSbSSdHpbfeEK0BxdzDFo1A6G32PwoWRmdmajvdbWudjfXNVs5EOjBGq+M6CAONmIda\nnATB9srbH9nfCQAA7JJ2K/tLNIVKrRo/dI8rBAEQUMTlne+TicuVUnjkPvfPjW3M31lNfGVicqwU\n7Kn/X+rUm7kKg7M6CIxS91w0P7Y/9wF//2HUD99go9B6FWwqBc5j8JLLMw4KUbV3nTdavOjtLO9S\nmOdZwbz/n/4lOlc589yjT07DMo756wecGGrcXnxj/fadlQSoDV297URpfPbwwamKcToIbNIqMAaa\nG61RAAABkPvkv/bfW9PD5/OV/OJL5+7UL5IJw8CoX585NlMJg6DBEERk8z5njE19oG6/+M9LRc5r\nTz0xMonLMgHr0R75wyZsnv+D52/YaZl47reegbXh1GoDue3v8QkGBVh45/K/JXSder3z5NiJx87O\nxNIuaZ/jtpiunzJ/+X7X78SX7lO/ASazqClJYmDQIjYSRkMs4bX3OrVKunmmun8iX3Ylk7UopGz3\nHqwCdMQYTWjJ3MorN2OcKuTex1mg7fz779z6E5s7DCIz0XO5XtLxO9VKKfjV0shIJVDUUoGImL20\nkD1JuvYSLCy8++Jrtzq8DwAAvf9/HHv68SNTo4ER8S3Uut9RFkRRxeEZY1yz/tbikdMzJce0Z1kd\np7EwcaToo5Qv/tnqieEclFjZqhxmkFeX33/r+nwQh3FQtevrt94/+/Qj0zE6h8rnDwQl/3OgHIwI\nU+hRBGjrXWhnDJK3G6tZFJKA5KCRgcJdDM5BI9HQgS/HJlmav3RuTKqlVluVk5DWX//ua/NZcd/k\nxEg5XMPuDP6+y+tLqeWl6vThowcnykBkU1HFj2ol7NpWEfXF7/xwMRwb+qJ3uc2dv3at+f7hs48f\nLgQqbXNcGkD2AbFQdd8vs9iNO/Pzf9R6btTmtCdWpmczelK30NUXFv746m/9klPa5WAGL0xAycKr\nP3pvebIwNFyJFN5YuHHn8vVbx8+EAZJ8sqUPfhrySrFlCtt4t55eHU9dRa/JSpPCCihySoPwPfzB\nLRWg6OmzM6Wyu/nqK5d/WDl6ONgMyh1Jr7388gL+g+H9B6ZrEV2H7hR+LG2sra430zconjz5+CP7\n9pMkKcTmowJwcy+Ee+2dnyxMP/rwgYfZWZs7fuzGW2+/9f7iI2dHRgou3RKqEZEFSlP/0HpsfvCj\n9/5C76/oDONsj/sjmrGHptlw/coLLzcf114BCG6LZQpo7b13l9XfiYdq1djQ5p133rl1/lrxbx87\nPeozVfq0MDh3kiJEIgZEuQuH59jQNJRkdfnV9motNCqgHoDW7iUaRLwpHzxQHIKjJQ7enn1inwGv\nQtq89PbygYd/vTw2UgRwZ3vvzum8Xd+st/I/WL51be7qu/u+PjRaLIl6YNDZgdTdXRHg/Fs3h7/6\njUf29V/NL74/+8Ori9998+8cOjlcUjJQXwnJWzbVQxZCPhBV/z/vvjMzua0g1E5CT8V9U2Qw2eeu\n3LxyYwoBlALbH4B2wJtz9cljvx5EUYAA/NBTV9748Vt3mr84OqY7nx2/Y8BeiLxVILzdrjRkhjDk\nodGbG0l9OIpCYkaFbHcxuOjI5RjEQNaMHFsLXrly7vT+0EGkk/k78PhvP6q1yvLU1nqW9zAyhZHM\n+oduvP7Gtbml4PLBx87OFORjgLsiAjC89d7mmacfntQbqJRWCuIT1UfPv/b6a6On8tO1sIe5AQAk\ngMLKpB6VHj0hf7x+7sRwsPd7JY5VpBBAH3zijTsfvPCrpEmUDIDC22W7sZAf+6VJJPDO+lZ1ZubA\n5PAHr5T3R+PiPzMVAbr974V6b7MStBxJzqpy5OpqvVUijdC1yu1Wk0RQvBjqdAqFsdOF0vJ78/vj\nVu7Ftep+/MwQsHUQhmlvD04QUcWRzO478uSFD26s/+epG3OPHxl6YAjurZQMRGCRa/N++thI1mFg\n7wgxMbMHTs8WCi8sZP7UiBpczwwALJQL50btCx++deHSyVHeS70F5T0jimeOjz38+sJPnqUK+W17\nKyreXOxMPJ0jgvfOZ20dz3xp3+LKwr9f/OrJQv5ZqQmQE7FzYGw36G7rcySbsy7NLt9Z36wWWFCL\nCO3egzsuUEoZMnkb4upsWN6c34CAbBayS5k151mOQWz6brg2KaUQ4Hrl6LEnzr99492kWe/w6eGP\n2vB+hEIjMWOTlc1kRkBYBPLcV2a+WH38n9jK+Gg5pkHxiZ5dryJ5BtH0yOE7c3PtEW/3YoQRxww2\n1644cWhsfqFeQWJQg8tDjclmEk8KEgUgMpKlqR4Zds+/+Pzq6OHaZ2ULhiw04j0GGQAgbWnOsYGE\npVisBjk3E+tdqCQXFeq0aHwrw0EZFqUgzzoNxRDIKsDIl164+OLshEdYXcSJHFsWEMB1QCmFzIAl\n9ol1jqnVAjh8GMKr779y8cKvfzHW0mnYMI7YZk4XCyu9F6KW5Rho7xpxgTwr7VuuECMZZx2gT7OH\nX1tfaQC5G9oQAGIZoZ3zqZPpH/2HV/7x359qZD2vrAAgZAB16H5w8p3Xf/TMPrlTgrvctlBE22pL\nsdTqbyl5Aw7/7f/4J98WTmgy2Ix7n483Vwqz6533ZnqGBOn9/p+e+O/f/Y/Fz4+1I8wkgDQwRokg\nWGERl9m+IYgIEVArVlqc9VzKU6fDUG/0vpfAiBNt0l4x3gIIs/cy2e5IgFnSV8NmOi1LmiBVJIzG\ndHrtyaFn5EAAQueUeGb2nAiz9yxNEBHJ1qvHGjdvh9XRikYrVpwOvfM6Ql/rNwRYSgDSf+Cj1+6k\nUkWVjpiLIwuZPbTtbZL+jgBb0U//i4UL71y+9Z13/l51qDZkSQN4QQUwPehod/xKiAJAGIIrGJvn\nIXsV6aI9eXzVLrcKkdkm1rAQfh3U2tXXPje1c4b22/ALV67bDpZmizu+txqHnWgc7rfQK6gtzc60\n9RRk0ZYvw5ePLfwoTepP9V+PHk2q1vfo2sHxUkyZRIr7nuIY7k22HyRTYEASmez3gbptLQ5GTLpi\nR7lABLLl9SnE3S+YUSFI3zLVn6tWI+QO0Es38TsS9t6zmK5MLTA0sslEGlCBEwAdpSmWVX25v6Z6\nxzoka8v9Dg7fWZ0fIu9Gda22uH57ovdGZSACyug1VEprGqjcRw4dHcvfeO3iQxP7amiZcqYwwjwL\ner9rBCFa6yGyuSglzIlGQ+w0g1LSaRQmapvvVyYLEXvAbuEYBjJ69on1n1z+XhRE22cYAnjo/rFv\n/ygvXB/N+vHQticjrJooNr6VFfqfs4lVaWxmbi1Rm1iJ+mpVw8Sj01fXrzd795Xec0rHv9E4987I\nSE1Ux9sIvXNCigBABFSoB7ZyZkBktl1MbmorbcAmWX/ieFIILBz02OtEBJWitjYkLIN3aqVQ1NYy\nhlluCipP+v3tmyjrBOxAm6TH2FTYs2fp+4FzrAy1XJr7KEItQhpJBarx6qul3gUIOgolTfsPnFvL\n77xwIc/jorlt8fYLH/QGwCIi6dAsIRJ1owe6b9hYdLPug8KLtZHIZaJyNIUI05R7v8MggDzNOWQm\njd6vwdjZk0OBtqJ1Mnf+WutOtvhqo4LGiQ6UywMQZlFUWt20q+8Gi/29n3sTrR9TVL2M9t127PuM\n7IfYsFfFoltbH+s9X6VcCpaW3YXSRrJUferhPn9u32g3N/L5t/sZEf3njJQWGo3VWKKqbrZ1rFVu\nKQqALYG1GEab/YFlCSLlbEAo3gnkKjCYd7L+EiHaBMqnedRjFwkLA2CgFOfWDzbTZrGkbWrFpC4s\nm6yN27ckBGgQiKgorPdCpoC7S3TSa69wW/KNpTAvVWMiVDrH2MjtH3ynr2AUwwhdLlDvny+mc9/j\nVl5Lg2KbrzXbfUZpRQBAfayI/kAtTY7adTtsfhKarJlQAMagE6U3er8bcawNJ4mEoeRe6SvBsWYc\nlWndhGrt/J+8Cq1W+t6KXbesiiVstyITkLeWY846+eor7y/3OuxxEMvUzUHaTApvn2NJet/3GXVo\ndTOoqfXlod7nhc1OaUyvLtZbr62sHo5PDF7kPzpfTJsd92bvfv371Ey7kfv31xfHio0NH+ii5bCo\n08RHgWvnOuzPnISpVDFZB4JAuSxzQ84KKYWrve8VaaPFOdW7r1NKibNuJk08cj6Q0ktelAGbOwZl\n0LusN3Nt73esSDxqY3sbiRks0d3+6mrQWFNGuSpzaLTWaagl7SRpNmhIvnyHR6b6EAGRyRo+YG60\notDAerPUe5Ay2rfrDXdcvHeeuW8EVi2LGGe368WCdDJySmXLd6Q23en9rrXSrB4chjQnWbtth6d8\n2mxlXkBQgc/SlAuq0ShD1oAwyNOFJVcerwUuyZtREJOtdzq9jvQZ3BeG2vU0x4ig3v+8d8znrsHE\nlIeN3kCl6602xO2MuZDmWTrQg2ljYdpIg0zvfml/wJJ2YTxfv3wnncw7mVItB4UkXVyOR0Z1J4GB\nqJA7RUFe37xcHa8Zm2SVjYVNNTpVa/THMWkmWKwWu8KswLvxSC3mzObzy2Zq2DUHwX1zS3rfOCat\nSG2utyis9VaqPohMUTBrNRPej6iICHNh75mlb/y3ESZNlYkiFBEgjeSdn/hKqf+AwKz+ZFUeeXYg\nRLz9enLgiQle1TU8v2qG/0F/KdDYnLtydfU3oAcG0aOhNDNR68L7MHp6f+wdYDl568fNhx4b7/3u\nhwj7v3LWLWG580a7ferJsWZ0Zl/BpRocFU/YEy24+m589hivY1Q1y+9dubz/7MlxTNJkWN98e7m2\n76H+DB4Iy7299eXX6NQTVdvYsaQZ03Snn56EvhSNbVsstS5dXZl8aJaCIwPZ5uiXT+6701mq/AYO\nbtyd8WkWwuV3Np88ezpsZFqxw1Dm3w2HD54Y43QL48RkUijk80sLU2dOTOg8G7ny1nV17LHDc73v\n47n3b/j9Zw+3ehbGC2OnTk7HLn8tb0988RG90b/Ryuud4mNPlNqNYX3jzVtm+Nu9xrheuwrkNm9f\nn6v/AimttSLfn8G9+9qgk5to8ogrlAIA8TpUNg1mRx/uC1mZXLbL+rnf6kvLK8EH7sTfPCsfTE7N\n/w9v+kP/tNfxTLnVD14v3v77ygRRYFR/qao1kmJ56Y/9uf1ffHaGksxXN6f8+jPPPd2faUH1zN94\nDucK8UK02vrct746Vx+ZhqRdYqsrDx1KVje+d6fw6C+PrmFU4uuvnMeTX/78kThL6/vg+6utfU//\nF1sM7s3J7qEjHwSP/850M7ibP3CBW+5L3z4Tt/tLndMlufKD+K0jv/C1eIkGRSuP/lJ56rvnOhP/\nZe+HUe9IBtyNP5vnbzz1dC1zWpMT1bk4PTVy+qlDgUXdV5ArSR6Y+vXb7xx/9nPHSmDdufKweuSr\nZ/r3L7z3gzezh775xEYvKOl3j3z+86eG0f23GB379W8WN/omixchG/rqL461WxPqXPndYOp/tf2F\nQwCF6cKFty8s/SYpExhNSW8Ptt37Sju/s7lW2X+8HRjOrQftPUSQ4GScJhwY8LFaar4vT1vNnlEp\nVbINF4YkpzIYriV1df7hcq5sJxxaDU/VbmXJf/jbRzOvHIRASpOIq1BaGoIP5p/avz9oYm2j0F56\nde1wua8vHvnjd87uU3Z6o8JmYfFhysfGIAEoCyHnGEUTL71//nSl6KpBsjFy8PWfvDUzuT/sSBGs\nrnRey55VgZHUgo5EBElhjkgEAO9fvTmmK7odxSrLCVmlzhQNZ6f+9G31pam4WXYZaxLvK3ajOsMv\nrD0yUaIKivGMGp2F/YHjxo3iW0+Npsiu0Copn0CkW+zNzER6a7Uc1KNKluvIt8JTb/6F/sdjpTYG\nPvBpqquhbAzBWm304vNXWw9Nl1KQILj159PPHZCSdRigy/Ojiy+8G36uXWKVQ+Xyd+Zbh6em2r6w\n7+WN6jRmsdUBCXsZ6tx2emTIl0y8j98sTtaHyYXKq1RpDey8p6Hq+o23Sx/8ncqqcuw8e08GcJMF\nSJh13lh3nNpq1kFjsmywxDQo0hoBmoGqTqv9U72tYgchGBSLZEKlCdqb6xtp1rM7i/NWvA/Ec9Zp\n/6xst0jgGRSpBiqlxAulqVdBQAf3Das0VVXImE0M1tqmDcsFwwrZW28b1ut75XH0Qo2CvmOGCASR\nFDlElbZ9KUmLpPMNFUaJtx4tAiqHppM5IQRpFWvMkNi002rEpeHpnfdvMypPQk4R545iDwgINFDn\n6y4sVwu2zd4pRbRrxFNvUKF4hWLZO68AXaPeFOfQiFeFdRUQsmcE75iUDqgQafS5QSNeZCsuOivF\nkLQtvFZYXpS4WwZ4e25P7w8MIEuVDjQEBtrr63VrLSOCZKiUQu8tkfKtbK+Yto9N3ZYgkLeAiqAo\ngKQIgB2ZyGChUnZpB8out6SltflOY7WBw9Mjj/luJHeoWRu0u2zVNiDwonRXyEREAgEFUK4vdeoL\nK0nZ+qNHTeidCtIcUeeOTJBBuJJYIEIhrezi8kZnodRqnXqKh3bev20CEk+qFWifJKy6iPNbDA5V\n++a1qUoFnCdFfpcJ34H2wF4CQNA6BPTkgXRorVciGI8BineO0RiXM6JnVIpQHGlvPWzZoksmW756\nY91+fyh/f35y8coYdDPV7hpgBFDiPCrnCBRkKZvQKOqSDjR4jxF6MkMHb/6UDN1J0hebnFcBuTxu\n19sQV+LAhAjpWufO7TQAJ2AAobV86eaf5s2GG5qdOp56o43SAUC3XOcOUiAAKNx/g4WBDeUJXnp3\nbu5WK1ji+DlDQ7VGJiBIpC2EYL3plXDlofTOxfeuraXXi233RRXvYhAGkWQ+iIzR4L2z3RSGrXE/\n/eYbP6m5R8ZbVsLt7tBB+wzlgoCaWVArEGbGqDZCNhOtxE01V1YaFqldruqkUc83/GLDogmxm1K0\n5U0K16+9/dbFpaQ1GtuRiajTnb/bA9m7ITWEKgz8esp+uJBwSdfKigAQhny62W4100qsUZbrO2P1\nfnrqz2AEHdjNjffX51ZcZaz6hWLBLl66sjz61vq+YuBz1MHmxVdeu7keGeWSTZNYCkPMm2+HhUIc\nx+X6jtuG7JHQZwiCiIjdkq311ptvnFtd7+w/tMbomYxppZ6iMG+nTRqK1htSLWj2AKKu/eCVq5se\nS+iSdhrgzmYXCtRc7hQqoc0lLptMdUdyMO5nv3jrwhv5+6M3qXr41PTuYMBAg8dAg0ubjcQBSk58\nZblTCyXl0LSa63PvfbDg4nhoaraazN1e39Qri3ZIBeKZCf1W3eSV8z947Vbb+qdGh9iOPX4YAEDu\nnsHdmBoVKtw4P5eEB8YXkmKtVgTP6AnaN6/dXFjrcBRqqV+78VMzdAf1twjtlJbNS1f/ZXuj4YNS\nvFaNN95/53rjdxYzHYfkkzLfev4vbrhfHR1RKZcqFEQ6W1i5/m/KIyOTh0+O7bwvMRMi9OseI4Ag\nJXO3/p9zWVnXnviNb3I2s/+DThNYlFEbC7fWzf6hpYXO/rEYrDdy55U/vljYXzNfD5aXjp3Kd/U7\noOTWeyvFkYP6Zrt2YFR5ZBHYCkyofBG/d/7V1+l6fODZoBreM6ZMKc4v1RfmVppWkMP45vnNONA+\nK0Br4c3FS1dXpRhPjt+p5Qu31qKo0e7WmJWuNtu/yaWX//za6BMHy2eHqpKFkxNwDxELEMAKUXr9\nhXP14TNH5lakEilInBd97c75d6+vJbxs4pDyZntnRsJPTV1oCgQQ17n5yusXC9Vp7DQ3/6gWbd5p\njT80VkHvBNFKevVH7448+SsTk0EnD4phbOz8G6tvv1AslSYe9Y/svK0FhSLQi+VC0ISIya23zxVO\nH11diGvPhImiC6kraBbsXD334mrx7P7W7fpTEwXJieTy2+/hM1+d9E8W1+4MH7qxK2LIuaVzP7he\nmHgS314cOjgVNUi4F0wKAACtfV9Yu7Eg4YQqRmGwO+HCsSD49bXfry8ubGZILayO1jclpJBama3f\n+jPvKlUyaiNbDyFp59OhSp0Wi6i9374H3750sXn2F74ynZcjaeVht8PbZ3CP35ll17pz7qXNCe82\nNqwi5tQBwUu3372wzFFc1FFsYJQu/XTs3EX9hnhnfevOe6/Ozp45HCxdmf/ecMnK2a9//vwHoU1y\nJq3t8q32U780Oz6hO1lQ6ASYLJy/9HLcadnbdqR4dMd9c6PQi1IpAAACKkKCbPVG8fCXT7x57fLb\nB0oBpI6iSLG3zVvnnl+v5G2/0hmthuCIZXmpdfhz3x5uZfGwLZvO2s52Z3b56lsX4knCC8ujI0Oa\nu4LNgMGNOIIs3D97Mg2OHqjiLu3DMSK3Fm7/eXuz5cNSvKygrCrhPgjQ5zbZmB/ev2/EsH0+W/M6\nKg4dNOuuHaKHQEFutRnERa9fbn3ln3297KrJioQFaCvPqEk8e5enuVCA5NI8T2KFEIyVN0+ZG+ea\n0Wz0/ZfTdT0edi6fbz/1j46UIx9ZO5R8519pn+QBdFob37+4cHxp+Qdv9dT1v7giysNWzBbuOLKI\nt44hz5OlH194ozHWeOG6cjqSDd9cLIRp7grR5X/3fPTF3340iwu3Xp14+epDf+ur+4JHrv7pOpZV\nJwqo1a4+9s1JjRJHAORBr26aX/v7Xmd/+i9+/L/+5cOlQGvIAk2IyC4EBkBmkwFkFm2R0iTkOz8q\nP/PLh2f19/+P4RNH89Xi0Ysdo1vR5EjKx4ZXf78dH5Hf/30EQLi4fubLj5YhiNJOXOh0ihZtCsyh\naOgkGKAOythOx49cUBt67T+93Kl2Nt1QNVtTRe0AnZTcK//uxnO/eGiqUAogZajka+MVyCsZszJK\nmckUSu787//wlW//TrE8UQlsXgt++P9+78e/mE5kYf2d/7B86mtHqhP+xv5XX2mOHzo0dnzzg4V1\ndOKT3HqXbcVkUVgeKmmXNJ2YICRw3E+9vps8A+rS+L5NCqszEW3+ecE2qOrrp2XmzJkDxUIa5q6S\nHJi90ePav7yxgWtzjbTv8D9MPVPOfShOVs+9dX0VFrEdp4mOOn64cLuliorYWba+Wi6iBqY1W53Z\nPzVCfUtaWrK5xeJIhODZM4Btd6LjB0+eyMgdm3KND30oADghEu+5EMeVqcNzwYu+fCi40Wh4IfSm\nfKCQrcXTcaC+C12hXuHEUCSgISj42O9Ox/W6ODGzwmsXJ028+Rqvl9Mm14aS1f6F2ieJhdLEBBE7\nzyBhKVbIA2kcQSTvtOoHTj0xVKiG1MmrwfTUWsUxgHibm6hUUE6Vq5EKh6fG+15eyKx13m0TsjKI\nK6XAZ1kQB+gQLWnYHrMkAICImHtBUzv2+E/y4MgTtfnrJ0rYQb2atIYe/dJTQyrMgsyWk/GxGz2p\n98U7fkrFfn2xZ3E7ZQgehMEmrX/w4p2hyWqQdBodCttBZJzHQCufWPStcowhuwzm8tHDB0a2wtKd\n9zZ3FEFumUxIi2nmhp946iHTRn186upN6eUS7/VcC0qJY4wI9cSxjfKf1If2FdLVlhelrBl75PT8\nevHMqULaN5VeiYvFkCBzgTa7zRQALq4dPVtfXT718NF8cbPVlqwD1VKz2lcjdaeV5FKa8ZaRNMAG\nFCMEGWRpoohLm+srJ44/UlMaJM0qVBuqlD0DsMszCirDIqp6udmQ2v4p1ddnM+8c8za02c22AyIw\npmjSxdUMh0uVQHhbGGqv8bkHMcMnmtc3wpkvn5w//w/LKoP8ynvfnTj90LQkDoRZvE17RhI8blfV\nUHXkUN8rcjOkB5rBuSrozkaoH5qarUEuCmmo41d8plRusRQ2xAJwZjUP7Ts6rrKBcBMaIu4sXZ9h\nIW0I31qE0szJA7EXVahF7VuC+KHQLLkoYoiq7bWlw4VD6ejz1384WruwKMKg2I888s1XzgX7n512\nj/ZsxP+3zcZCAyFzRDbZvHF95/08lo88sXlu5atPP1NcWZUws4mUzOrcf91nsPNKWR+sogoM5Pl7\nq8IO1fYX0OdJo14broY2YyDxYPNUAYAwC1hraj5jvbqZFIfGyllf20AFyEptQRl626nX00LZGph7\n5Z0N/PzM4VHNWw+SXoyJZWEpHnAvSdrMR8anCgV02InS55VWkCcWfZoHSbvVn/Jfdo2VdOLoF5/t\nDcj/Kdb4IPAoeTR57MDcxvWh0iNPjKPjgodLH7xprZBwYXp8Y2M91YThyGNw4OFx6mR9xTtEXazU\nL37314pDWlbm1v/gAtf27Q+XixmAMgq7cGF7z2AnKBKMHnzp6vnJozOFo7feOp/XLiwTOVGOC8XP\nd5ZsI6+V9/e2nDdfeDObPTQKFd2cX7zx8o923o98MPbQetPN3zxcmy5Smb2FWOa21CEsTnSSOzcP\nIfjW8vz6a3NpnkLgthkgEES4WqC87ZFitj7PEiAUj6o4NF/fkNhbP3ygEe+rUKalq9AXRNhvn8Gz\nNbd4/dBUnKnWpR++uGbaZ6Ky2YZV0bdkeQBvw1E+DVcufS88O5GCc6HR2F69s7BfGwWEpBQOJsnB\nqWhlzfnRod5+Xor0A6GTKV07/ujClTtrU740huwVSkFy1g5Qjxw+uHbt5sHRwFTNr/Do8Ypo6g+I\nSDBzKlv8/rFxH6+888b19+qsC7Voo2wMWClP32+JFgCG0v4zL6+8U85nzNDnN154udLJIfA5acF4\n/+k7F96vqoeCnnfnqRs/Pv/S9FE3ZW+fv3Lr7QvlHffTlsz+h+vq3IbHwwXrMmBi2xnYW7yZPJE2\n3sLDLlm78cEHC3fqyFZg0B8GVEFcLDELaa0oyDUqhYBirS5MHJzbvHRkxjt7tjLrpwqW+8tTEcF7\nv82i8sTLP5l/bzIfUSarLy50Ki/h8SNqV34sIgM4MfHIN8fp8g+YngjFsda1EajfmW8PB8RKsdaK\nem8EHnikfW2pVB1p9N74ONQPhEBnWO37fDa0VNg/rBPx0AlDmzuKckVq9PDhuXcOHzRVjOLPZcEQ\npBL3AxSyKD7xJVq6+e+HR9TGrbn6cNDKmhyEhlVnZYNGuxPiwxI1hbE0mzzqbrYvThbg5h0rcU2a\ngc8D5aweejhpn2tp/RCgAAIce+bm+Q/+4zSN2bnLTVM9Mb/jbkGalYaO1tX87VemxmshCgIZ7wbq\nkAtmTq9efn3Zcrq5OL/cCk05hK1kQhBAHZWGhi/dWBsOtTAhdkEMff7/a++/oiTJ0jNB7P+vMuE6\nPLTMiNRale6q1moGMwNgMFBDzsyhOId7+EJ1DvnEw33hA8XLPuySXHJ3Z8/O7swASwADoNGQ3dVd\nWmRVZpZILUMr1+4mrvj54O4RURGZnZmVVUBh2f9DWnqY2bVr97d77y+/Pw3yE4cWax+NQw7Jny60\nGLBeThiix8AaC9uVzw6N8crdW0pPCqW8XHb4w4Nt+kw9i96XQQCOHPe+UagtLXxy9gSYtpO+UNl2\nq5ECGOoiFtv+nQdpcP5mfHBfP7RGCbajktHDSaRUPEHFxbHjp0dZzEWLKSUYF4ah9IaGiq/dXixL\nASrXNonpiC3TqLbB9JmGXfljwawLysUz67XGRnvIBzCtldX2YySRkQNVnnj+3vU7FwJmF/3c+JEc\n3JXOKGF0nNlvb7x388bRs733GTpfY5/+lDNF9Ub55GH5X+x+DxPLYHCqPfrpxbGxA4orJDJxq9Y/\nb4OB8VI8X32Vc0DuKxmgzwBMv6MECCrI5C9dW/KyYFLUiGmaIhltMCiPjVfu3RqVPltRUqapl28C\nACAAY9hFa8BeuGXtV4bevnrZz7yQ5ytLzLVyg8NFHjkVJ0mSxDFTCuMEIQbFmbQRiSNB8fdfvfJv\n/+NRP+qowYM/eO9i3fxmcWMiiYlsmmiC2HZUMZkozD2rhl1/321GnVZEHAQYkNLtTuCHuNlKkmYL\nFUM5PXiuhX6mw8gmJYkGoHLlW55oJ5M/KLALV371nx9KKkUv1FhitJJ62GlDMBA3C989+uGVd9u1\nuHDk2QP7/v3rxiVEnxxVf/nfNZ6bm8toR1qO3lPCJZEX9B32qmM9W2vaBMl3nYmJ9rETd+aXK53v\nDU0fyF9sQZIrRkaFLsof/xflv3n7p3dOPDNQ3cyO0vj35q5cu1+vB8OTr5xZe9cLdF0DyGbL5fwo\nyiWFAsRw9Oj+/+rf/GdLv3uuYIhUXDr4TowQRehLRgPfPv79d69/mFJ+7tTx8eYf/xmSTpFbIiAU\nLkeb2TNN8+GP0l970bdtz/djTZQAz0a2M/GPdPDRa9XzBweioFkP7Sr6PMgGSilHjEuG2J+kOIIp\n+TfXlv59LtCNVMnzR4ZEmnDuC66y+cBpBBVmEx/IdVMm1PDJBbPx6Z++dG7AWW/sbGt59e2Z54ZQ\neCSEn1NK+cohMJnlCQ9F3083EDICMBGBAEtq95YF0s8WCxmJBMR44AQoT4AD1sooq50/YIEjyJHD\nk/XKxcHK/tE6CGM5gK+kn/GpzYkLNnRy9EAS6WBkephJkJkQOkW3dHNJ50Y9sMQxrsaJY1LAlmkw\nMYAq40vJyYF18FK7Wqm3otSVRyf46kA+NsAtESZtNfhMR1//IMmcKvjkNBvg5aP1xCkID49hgUvP\nk0ZHvuSc47azJnN25erVH9lnRjkliUh0NpvLBkmSWmDBmBxe/2dpKoqjo/mLkliYYbHknCMK3wJD\nJ0eOHIkvlAbPhDZyiknPR45MMCQ41Vlduu0LKzPQJvAC1EIG+WKpA4wxhii66iqBGFTl6UsfL96N\nnCo6Y144Piqj1GcKtJOB0ikQ9ySkHKjrNeXlc0z85Pp/08wdlNYffcEuvfMzCc/mpU/oQCCg8JxF\n4sJ3OzKVs8JoYDYFQJfEbo9xXQqpFEPmHACTWd9xBhYZ1kJOsfFLBECWj/Bn4OK1xr1fGYrAOkIE\nhQ44d7GPzDB/38xZ5wiFFBF0tPAgGnMrS0lxZr8PKaFrrLTbCUhlt6rPGkSQGaUFAwfOUT4zsA+A\naCmXz3R8ShMN3BFwEen8OZm6D9fa8fkiJAnP5icdgFOpzgNLjEMJnEwAWu+MNi2+UvjRqz/S5plJ\njsgZZ1x5IKIUEHg2u4+sSR2XgmWpk/AAU/KRUm1dCjKxwdSz33nnahzK/V6LCBlDQOcYBwfn3WZ9\nIUqq+0cCLyWZi8ChnysU0l44s+hNYKiI7OGJg+dWbWIgXbpyNxdIxhk5E7dMK7ZOaZOmncqyzwnA\nETDNSmdtIt77S3j5+DijyWeqzcuv4vL3yiG6Zq1h4k4aSMacQ+TgtqAXOp1UOyZUBEYncWuPZckm\n7Ua1kWbJERFnEsBZS4wxgTYlYzwkIlLFl/PBpbsN35sSSEAAJum4VgKKI1jNlAQAIJN2VFQxrRSk\nn/LhU+rkjEw1gInbJoktl+T6ir7wuNaoq0SAjMjWCIUQAGM+d/W1lTWBXTjmfEvbzOHO4L++v7He\neWEANKFgAlmLB0jR+kq90UlBKmmiVjtKtn0H+aF8tH757Y2FV+akJxmv1ZsJMM4ZUZIKhQlxyUA7\nSpq1jhMCGaRxW1Q0CWFs4eD3Rf3uH8Y/POEbNHG7SZQmlmnjCgc32x9ULi21M2UkC5BGkUYBhvdn\ncL8D5MgbKh+MCu0EWpf02q3ibEkFLo1AUdxos6zVcWqSdigQyFnGWnGQPycObCz9cVwaN01v9gfc\nu/bO8gkvhLjR1iGL2xlgyIwhhuD6tqaaZhIsDyNtRK5pq7CL4kTrqJUyBrZb8JjIETAmnDZCuHpW\nGg7OmWOF8tDP59+h/wgQgSFo5NSJeF4AkANjjXOE5JxzwiYR5KwYfbHMTpasc6CtN0AZ0GqHQUGA\n7SRSauuIiW6GDePoHOoo3WhoGAy7sf08YJrUyf3zH37yWq58KsPApZYImyBT04kNmKjjSHjNBJRi\n2+qY4gPP49jbf2lKuaEQEmuSdsui8gxYl0SMa2SSI6LhkiVRLnRoLVMQOQKhUy9zPvR+fNUMTE3H\nLu7EmgubGATNN/yTmLm0eEWNCQvOtFrtmCQm1S6sCAPRzwAoW6utyGaNEJmh9r57F+T00JCfaBo9\nk0wIw8ERL82oKY9DN3eTEusNPze38O56ApRGIntMyjdWbOrApmzoYDSdJdPF/bRuhz5dnGFzGU2S\nOz56enRmT4pPEu47PlaWyLCrCjoABsgYT7U3d3I6UIgK0VhvIiz677ka54KAIfGxkzjEwW9yzrlz\nliMScs6ro+fTCQaB9spn99m8jFE4KyefcfvzZN22KVaT08Fs2+cIgIyBBGJIXcBtb/S4miuSRoEu\n4YFOoTD0a0OyRbFFyThxArQZ1CAKY6cGi5g6ApOZPTMy7m87VRI3XRqkZi7nSQlQODNQFgYBDGOK\nW4Ks6+pvaubZ0oBxylrjT5+U05wA0SAM5XLsxyy2zjjnjxzJFn0Eck6uZQonMwMXbmmtDRNJrEkV\n/SJ2VH+J7qU1IQPQOuG8GQHLlGfX/uvBO3N5T9jMcU0nJn3jUpE/9M3kMO9iVTIXMOtcTv36vo1j\n084GwvDxb05smELIElc+L+pz+3KcHKTAOe0AFX0+XXt2DLSULDz43ebcod0MpolvTZfODZBmyAEB\nE4aI4MB3bOIb5fLZiCFDYH6qM0e9qaggBCdCoMKpDj9fAm2QkyUUJDlY4tw/TXRywDk0PBsSUCfj\nG5Y5/G17cFQas43hEAnm7/vGoVyg0FrHuSFABs4FzgjvuDl+cIASj4FLPCWcNXgynKhPzCjNGQMg\nxhDBsMz0iZDPDfHECDH58lDxZG4Lec4B8tJpu3/y3CBYXjj8P8Z9IzI2QiPjXBAhWHLg3NBz+exx\nL3Wk+cC5xDutnAaBzvHsMTvSPp2PEi+z76VTk2Ml37IUVbPN1eHS4BUxna0yAczLDitbKKp0S8jq\nhRZXpOTgiEo8ZZAfm23VNmuxYixzIK/Gh6ATpzKcawen75MjBMZtmNE6IXN6yE1kGrYI7ZRNjjre\nyHKDg0FpZWQyDym5WCru3Lb19xxsHB6JNUghpzEZm9gdJIWj2cPZKdlJueSIgJYYkAMMUjWJY7lD\nG0pxRK7qscwfG4VC3MXGpvwhJfeXXOR7whorVdXnaFOL+cPDfChv0tAkTHFnk4xCFkxFbrwsE7st\n/KVMBtOiMzAvnTUATPUcLURceNOu4WfBSATnNHJBSXvwyKQJs64tHZF1iABxx8+Px0ej/KggnXpj\nYjSc87Zil5yk2GReOl+fsdUkzM6OtnMjzCbcOWKCAwlCZIyofGI8nFIty7SXOQyZ4xtkgCNR5PyT\nE0lhoJL64UyiDt/P85QMF0GrEYyUwoFoH9RRIXLBQ8qWwnZ3BiOmxqJAa7bE2VYa5s3y8p8M7Z8b\nDchsdbC3lPfzVHencT7KctHHP34UXrLZdX3/ObYXuP4o8I/d7e9u71HXP+3xSfGhd/dvK2mud9yN\nk22dRUbG+lTzm16dnHPGWEsUx8Qpjgm453FjBHXdsiLFflxwbyBRCKayA9/PDBRDtI9jNn4i+kLw\nkp+g/aftz1cCH3pHO9YRAjJKBGf9EncISCkJ6xx6DaGYA+yjlaDQkoMBsQV7ZFFwgCxMIUP4BcBi\nn5ueHi/5ydp/2v78XWOP7mqnW3qSQcwZcw5l3Euk1MghtSi1YEhWiKQfyM+RCHErvRcc42Qs+OiS\nTmTwi2fwdnjXw45fdPtP258nPT5p+49L3euRATkChkTIwPbzsxgDQAQSCICMbC+QHIVyFnfiPCOC\njQgoJQKG7ouYU7t6+ZR4yU/Y/tP25+8cH3pXO92ySQQeWMc4pdCrAK6sIUbGBOiIM5v2ZGcS3BHs\niAsGBkDWAWaIiGBHTM8XRr9co59qjUZ0RISMujjR2PXTI3MAiOAkMcbZlokUhSaGRNtLMQMgdIBd\nLfCLrzv0BeAlP1H7T9ufrwA+9Gfa6dpmGBrG0DmU3ao1SBo4aYsq5UIAsX7tDGQpcXR2ux4tIhPS\n81S92U7sjiSpL5LoEccvuv2n7c+THp+0/cclAgDbLYzFU8eZs9jHtoGUBHcWPQ2SA3G/72PYqtLR\nXyz6+lcfE2IPbBGRI64kQLc6h+hevqez/fakscjRGP6QekC7f+++3vQxVXVKXG0X6eih2u/Rvx/V\n3u5B+7Lq/T759YTIGMbduk5gdunDfUiKJuMMueANRibRyBJn0jQ1tltrwrpU+ZK0tswaR+SefItl\niOSATBuRAQIH6sWuPIT6evbjQhvuvl4iY+ScU0IBQ5t+Jo73c7T3VaVuNdGUXDdkbO+AEgIhUMgZ\nWJsQQyBrtmC7QDFEq51NgSNZRwljZB1TT8zgdrfQGFjkyAXDPSEZu0hLThb4Y2NX7r6+I4QAqy0A\nCA7b5VKpK3U8cXtfVWoLwUmnJs8ZEuAeixj0TB0GGJBObZ4DQwnY6p21xMDq1GgUgI4gURysY09e\nAbytPAEApADIEqLrflgPDbLi3Vq2jw0vvPv6jlCKEbKEgEuOO/Bke2GeT9jeV5U6ymPIOAGAM/YB\nxUC6WhI2lSeJSR5x5rqh8l1KEdFZQF/wHlArOEB48iW6KAQHQgRrjDWA2JXe6WHSmGctMHTJ4yoE\nu6/PI+OMIybgnHXbkP59IeJRc/hJn/93RRmhJEplCdEajXtNiL1xVgIJPc5WOHdpuq1nZZ02xCVD\nzsmk1gnShOj21mx4FOVc2k4c4z45FFJiHX5xxS7WLTX52F/S7utzSadjUHIWhJCa7Qz9vlH+Sdv7\nqlLOpq3UWPI8nzFf7SknBNCdweWk3UpASVIh1514ayUfblWaMVMKfSGZTTU6Sxzd3rpJj6I7rbWV\nSoRcyOzA8Ohg8KgZpIkB0XY9pUfR7uvvVBYXq1rI0szhUYY79XJChEfvwk/6/L8r2miuLq83UxL5\nwVK+OLAnGLFryQJytVs3FttMHh6aGfEZT/taELXmb2863w8HRgelQGcB0CLbmw33KHpv886NhYZj\nK9mx/UePzZWLjzC5pUKQJS4fVkvhUde/v3z16mKbiYlnjCztqSX46Cn8pM//u6Jbazev3dno2MXB\nmX1T09PlM3uu6C6TlflLb328ZvipuXMnx9U2qEx1+frl+cT3R8etV2QMYyXIAvcE68VFbwWfGQOC\nrBG9wO6+HtbKOJ3jV15748OP+KiJs+XGxQvZmQOj3z19EFY6xYHYAUdATPt6W+/ogQPsBt11Azi7\np7CfnLq7TpAPgALAxTm51pls/uytNz7KH8y1Wm9nzlk0GgLY5jL2/KoA2/plv33snQewgEi6/5wH\n+Isf+HWyrfPYu76P+tp9NO5t5zP37W6fts8TwPa4Asa2wDev/Pznb+GQUXNR9OH7wcBg/rdPn/Tr\naTZMObdRwiTvNZIVcXWjJoL7fxP8j/6XJ8ymiVIr0KXStNqYzQZrlYXDzx0I1iPrANGYrbjo/oul\nyMD2/Yk79lbF0erm/N3XGkNHz+Ygb1vrK6uV99JkqTFXLLgGJ2Dss9VHex/eg4bvMUgDeKy1uIiH\nDx0vGHvgzGxIILbVYPzFrT+uf/ZR9/fsC9A/0q7zu9t5Yn8vcgC7evfDjeLoQT+c/EedzdWV9bX7\n/u3VI0MFjCwyJvh2rpIaOBRPRn6wLjaXPh3KiTZxsI55wfDxQe374v5qbX191JN9Q9BWXHSftBDk\nSIiku+Rvcd4XViTzH314d+rs975WYpm2aS5+cuHiwl/eWvzmM0O2xgEc43YPgx9XX91NzDgM2Oa1\ni+GJ750KeHB2aMy3RsidUtYvtNU/ru3/kff3hbldQt3D2nlSXwITjBo3P3gnc/D82VJmeCRtLF7/\n6OrK23fuvvLKIR6TI+Ep2BpYLB0fbbPA/3DorTs/yZ/NbqAgQ1zy/MyoChXbf+Vy615+CDg557YY\nvKPn3awxsrs7KByI9sInHx18/jsvHkQtlBIHj56+sfJ79zeXaq+M5gksEfIHVNZ+PH11N0ljUEHt\n3vUj02cOacgVOZqU2M4P6FH1dh+3fu8j7u9ftOfih7XzZPWAkTOq3Xy/cvAbzx/Ni7ATlCcPnlmo\n/Derb6137Jwio42QtGWnicXwIHApMoX6T14bnhxmQMgYQae+XGeZUJZGZhZW+YFR5oDIPaBukrIG\nODjNeor1VkdS8OzG/NJvfuPlKYw7zDrPmx59NoX33v1RLfr2Pstt6oDTbhSRx9VXdxN3DgBMisHg\nsB9HLHDG7XRrPsqf+rj+2Ufd/3AHwYPbeWJ/LwGDaPn60LPfP1REYypeJhgbO2UGf/pnFyL9vYOB\nlKnV2475mEtJLk2n2b0Pbrz/wgllDHAwpnn3/WudbCk7k8kWlxbK020iIgQUu/VJZh0CkmU9xbp/\nihIMMGqSPzQsopRJ30RtJrPid4c7Fz8IVToecmYde3A51s9jZeBMp0FmZDQvGFAaEQJTD1wLHz5y\nX8Qa7Xp8cnv49QWt0c4JRp3KmeNnPOu0yaGLOePinxSin979qZfMDvg80mIr/JPIkNGWJkZOHb97\n+2YdEZARYlJfvFnPjRQWp8YY6tRa5wgZY1tx0f0GNDFwAF1Dys4OpgyZdVC33GmmFKbOWAf2kIXy\np5+I5d8YyrEu6smegXosfXU3aYkuocFDb+iNzWEVBoYLRjtyfR7lT31c/+yj7u96rHDruE0PbueJ\n/b3WMsHBxp7nNpXvSddNHs4c/93hny78vPH8kVnhNKq+lK6AHDHO2sHc+Yubd5YUCquJC784leri\nSP6OrTjJW3czjoAJwbfiovuUckF2W8jaXqIdABLyjhNICE6TEFxwsLOcRx9/UPlWmGFI7iEVz558\nChvJSUNhMq0sru4TQdgWAi19dot/1AR52PmH7qoPuM71ttP+EXedf1A7j9s+AAA454Bzvt5K2rVi\nATuIEgHh5tQ3cvW/umHy+TFl9XYNGkGWoVBywx+YHVld3xiUgshxFY4cn1CDg5kP1jY0F7X4FAEi\nE0Ko1KLVIuBkjUMpQkCQCOAJDsZYQLKEnGF9UKT8zNWFzfn1MjGuHQC6FMFFM7+d/3cfXfzxd4cY\nSWapKzeDioWfVGW57bPEKUhYt2I4JgCIDFADAhKAlM7pJg5RnJDk5JBHTa9sNjI6DYKm96vvvv3J\nlaN5QM8mBEJyVqGC2WAjxNBZEqIjdaTyrhEAEBEyGaU8lCbJuNigkiwRNkaPIq9XsTxhEtttr9iW\nAowBqA6rDgadpVHslnMU65RnzIMI0WnyvRUVBgqANgPPWs5ZvLXlYL8QCgEByMh5TINKe7O24ytn\ngYwXJEmWRYkuKE0KYss5AhEwMFr5to1ZjJPM0VfuvHPwmVmkTje3CuDAujmXKf2Hvxwo7ZvIRGAZ\n9evmAANKEo/8/WdX7/zJ/wqICSJSE8MWpScmV69dXda+XxlnJtO8p4WzGPLGWpMhcsa6AeaAAKlS\nLk4c5qxlSjJK6la7tDDN2vNN4yvTVxBVTC6cSFJTW7AtKZN+shGLeSbaxJrmSEKB6TnuUXSDxCDt\n3V8PEKBlGn6aouehAxVVhXbVVk/DSsBs3gliL8wVA0pjizYUcZ1EA4GQCW4808QGtA3n4BxhJk5F\nIHRcTlNDDMEItCiZ013rB7alj1GHbwpAIMZ5A21FTGS3MCwxr2CjqtOqKgwPKNuaSZqVyAAGDQbW\nAahev1nP0tEvjkGWKaa3FzCnPUpSYGbMR7BOot1caWdzHBGsdkzEHIgrNDbSkaczo/frd3JBmKV6\nrz1ZiRmfOlfYvHN5g7PQ7/QmTp9UjRpeXiVLRI4cUWyMQemJpKn9TNzWQhg77I16AiwBVN+5lHLP\nk2Bsv3iG8z0bpcCz2ojAQ9KmGWf4jQq/2PashL7BCrO6oG4vt5ML9ctREwX1MSpVJPPpuskxDcrn\nCI3eItP3kmxFKGSRfN0Gqa0MfOZ0Jt20edbC3gvd30zfiWXLyUPPHAgZkBZe/MkblVLkiEkO4DJU\niz2WGCHBWGAi0TJgSWfYOUdWGyE94ZwKlnsDZ0OftCUQWoNUiq1nk2r5xTPbtesycP/tm63Oqhw9\n/dysSNzaJ1cWIqEmO1ZhnJK30+LRs80hAnAhGFK6VY5IiYC3myxz1BuXJiVfdG68dccfDCynqG2V\nHwmPW6f8hmy3CoU7C3Dnr69ylReV3tKQXVMjdjHh9/RiQQrF270Pqi/Fqg6Hu7Fd+/0eg7nRFoUn\nCCkl0zKttZY5MFMcFNIlgi28/Rd13+cmddivaiIZA2RSJNY6xgVn0Xp7YLixmK1/zJ2NugH1gOC5\nQqZVbTeDS1ndsZz31SSeZIZZJQ6wRSFLIIx6DIt7x75tKBd04mLYaWsLymdG60GxGYUq1b0ZPN6p\nvnknq+P1FzEzIQOMFFt75w9uB4EhISmK3LBfq6GwIYM0Qd9vpVb40G5nhPKYjpJAZINWXQ0uQ5ch\nXoAdlhNJHMWgJNlqmcXTYmSrYJrhG6/+9/c9rMTy083vHMhdu/7Gm7fiMJNZSwezrTbo3osn1JXA\n/N7WE3q2gxlo2633VwVTZwP/u6ZmxjDBawvvv5+GvB56SV0H2UhmZa0ajlZ4vV6e6twcv7+ST2Ih\nNrrNQXmNylmoLQeVW9ylSdr/kPoMZjV/nDZ8aRy5NQAAQ4BJREFU9WavflLOaINSiXymEEASpxv5\numYeBoJxdExlsljwasv1oDja21jatZY3OpLBZUnV9SiTn+lYNTCU0WmqC0Ha0abHYANKlcvNxSRR\n+YKGrUpgVwFEKUhUKsirLsDwvt4At3offj/maNhWlmkglABcUqtW50Ml2VQ+Jd3vgI6M3FpcmR3Q\nadZjAIwJwVDlSmGgSfJmYzU/NpTxjcRCXK93wsJwTVupjBJL/lAmS1HMseC1VhHGe8+N+cZSkC+l\nphMjTzYqQbaYDvrb0pBL7r/xpn9u1C3dutgx/AgKvzBs87m763Z0KNvkMfQrv3X3xB6DQbG1BZwd\n9PuL9OYqqgGB5ZLvnEMwXGQGJ9qdzc3xcjGMg3yd52BlXebySrDCQMH6TcqLNgnexU/AnI25Cg04\nkS/wqJ1gb2b3P6CMz7KRhnRgB4NBKpHL5WWqGUefYklxQxgRBN6B7w7TMPv458tTx17uDfwHV24X\nXjhfMvfLeO3tpfK+H9pWnM+t3viL7NFnp0zK+uVlO8yXSq18dFFNHR81ZsuU+H/hcy/s51Z1WmAu\nvUWH/kV/r+qdj3r3y/Wffjj3nbEoJyQ07lyZH372KDWEj2lvpsvmO6/S2TMq2XdsQmlNhN7wywNR\nPjEkzf0Prs6+cE5WtRR87fqN5ui5w8Y4yZNK7V+PHDoyEZg4tVn2wU+j2X/ZnXlwv3Xxg8J3T7Js\nYlk6f/H6yXOzids3EfZDX8jVl9Jz/+yoWnrtxx97kxOHSoMn65AJfj+rvvusa2+t0L1Xob6wlbQ/\neJ19/azXf/93Poi/dl5SfnZQJsiddsGBH77Qvn6pderZ0SRSuQ0Kojdez55/Jm9q4XB870/jqe/N\nOvDj3kx1zYRn5PU33pt94VTJGky6uwH0V8hyVUfvx2bgn24v0QaEEmnG7ywvOJyYxWh0WEmRMEWu\n+MxsMuX4hxuTz/9qX9ur3FYHvzncWt4nf353ozj7coDgm0/hjwb2f+tomgZxb5U1XJAUN+ACDr9w\nGhLRZ+D/PRw+/FyBe0nEq/pTN/69XulM0RuRpK9WXr36Ufb4eQyVcPNqZWn2zCthGz1mewxebW2+\noadfGaQwI511xBLyD49hLjIompdWF8LJZ4Yi7an0hl51E+deZIY466xV/k1+5szxQdQ6DlL7yXr2\ne4AIiLA6X/s0c+jr2YxDUX9/8cbQsa+Jpsxsh2yh1eGB80ejI4Pr87cXk9xQ/oghxD8W+SOvqDTT\nx6jkvQHXPRVQL2++y+e+MdL331VuualvDBmvGpLj3FCixst8M7qAQ+dOYpuFSSI2Nq/5E98c9ZsY\nrBX+WE689KyzyvbaSwwwz+QXXx84/+1yAn7S27K2vFKOLa5LPvh9cOSIKDZag1CiWgyrXrOR5Mcy\ncSlPSqQKOm0vmFjOmXTp7gHol15LVq41aoQWA2aXb7iplshKWa8u3eWxYmCpv4eGnGkGnY0PCkOx\nJ9j2Ep0rVRKUPJSi3bxvJ9q9vcUhMETsWagRwnjpml9nfoIsqtz96MLwehxi18pGgASe1mtpmh9p\nUAu4UByaLcu5SxRHjp2VO7VD61ltHUFn5VYl23SpJY6ddvNjPX44JiYVV6azPM/bvecWVxrznSYP\nElCYrl/7sHDo7JBzSbot/JEFTtG9A7Nz2dR4814YoEn0lU+H12OJot6fAL0P1vamchAvfcqX0606\nSgufrp5tDdoYnDWMCYyF8ER14T09sXrAs4YFQLo67y21DXgmriw32kaibQnqrQskFBe6uVg1QQba\nRvfVpH4672J+QMQN5QlijjkiIkfknEW/yPIeWo0eKO6Y8AADQIIg5RNjH2+mfTWpFHImfMmnQUve\ngAPjQsW6WFySm7xsXLGtCAQH0IZrLdKWzZWGyyJJvVh4ATPt6Dt/cfGfjohONgLOODSX7p7yG5zZ\n4J4fKu4ceVy3tOex1HGzVBEZv5YUJwomqkmVxogBazQ5jzup/fDjsSBdnvEAAZCMK0Iz8QPU2LGF\n0283Ijkom4xZ7+Dx9+ZjrqziTTtsPyisr5cnolZWxEJAHKXVWdbOYJvBmX/y8Qc/P/0y14RBPivT\nkXzbSPKIIVlg6LVx9N3/Pvsv0s7gC3/2+qXmiHNNVqD50etOFbyGLoBNEhaEfTXCCWZTEjKB7Ei4\nv1QNDCMI7ToDQCEdZg34YIFClkCGcfJnZn3jc5vYsCAjFnBqOZEZvcRWbyyeROG3/YDqdaMipVzl\n7q05RknHD+K0rFOHQjCWJk5IBvkMom+q8yuDfr3JuTEgBJBzpqJN1EoDHwzPl8w24runQEgpcMce\ns71qPSBmskkkBFoDxqTGdLZCiDilwNNGS+RKOYVgAZnK5HGAHBATyObAGYuKO53wrAedZhqWxwe2\nti6wyJhkTN+8e6sSp8TdrY82JuId5XCsjjVZFzpCJOYLKUXIPUijKNEWMCT0iCtOgIxL5SeOgAnl\nOesscSHTTrURa0vwEErFyKGZu3+2UPz6i5iRpA0566zZWsLrghMHl7Z6Mzk0pl2rtc3t2qW1ES38\nh5jyHko9Z8zWAPusOn/1Tt2tSJ/FG8tVF3cizX2mwefg4oSHeWpHKhyANBEFVWYITElhFntLOAME\nMrETQgBnfJvBjJwlsKnYxV/a7U/sUWAdE4wxLjUokSv2/16OUyZRYpVCYV1KAMY4AARrQEhnsbVZ\n6fAwmGCeB3ZpaXm94ZeyrtXXUxzjKERa++mVjxabNswllaqQ3nYtA6cNKJ+0IE9Kaznp2Fo02mlt\nrLVOGAcMTJo4Y61DrtNUa22Ms2CBKanW6zFQmjysLEyUmXq5/pO7NyXNkEQTW+iWcN0aD5Q+EaDf\nkyFUbf72rfn19l252Sh1kswTM5jYZ8bXi+6++rMbTbMhPMXSKM4qHaVSilgbMM3VTX98OuenAhbq\n9dUVyuQYAPd9Fns9Bvt+JvU5aeV5TnDaZjClOnFgkmTPBH6wPzcEQ5yRZQydYqXhrRNpS0nPV/ci\nhSljDJyO243aBjhLnJrJW9Wl5SbPZb4zMQVrH38039BXq8YlUZ/BJIVz0Lz76sqmGuGZYnPQ5A4c\nLOx4Mst4vN1OKAih1bR5nkYpQFRQnhKMrItBc0gS16vpxxnZNO50HDHOQRuztErFHOqHMdi6/Bk1\n9sHC3XzQSrUlD5GBpC00oCIiA0p10Bum6PbP37peNQQDhblR3vKfNJmLoF9BtUumcf31d3UhNwFM\nSg4Eh8uCHFhcu7XarCys5oePnNoX1Ou/V2nqu+uDjCEILtJ2vm9fUJKU76NSyqCj7aorigEPcxnP\nPWgG7wl2A7ifJBYZkRFJnAvvboGsvrtSCScLrU1dGC/5HgAYITk6y4AYte+t/r+iWj1C37914iT7\n+N278RAsd9JtBAlgisWaVW584M2e2+fJTMdYWRwb5v01UgECtm9evxdMHVZ3NvHM/sGM8IFJP5PN\n+AITKxWCCAsqHypnWU4ETEkhiCnC9mJ0+d4FMzM7GO5+nz55ZLKnxp6vXH95bjMBJWPODJl0y80t\nmrUEKI76JsuNC395MRmbHcqXwraaVeZJGewAAWg70D2q3Lmpz740Omotcc7w/uShknLGuJs//qiV\nbm4M6dIzL4+s3PrTmOfqrbJCQOaitUXRE7GdysJ6zAIphTWp3o6q5EA8zOfCPDxgE35Arswfxp2U\nEKglk6RUXPm0//c/urMQHhyJNgrhdM4g57H2wMtTmSFjdv2jK+8HubIg5169/rZd2AyGjnWq6yAy\nW3oKcdQWOguL+w7+8KyyylnjiAu2latktUuW3nvrtezRZwtX17Mnp0OnFaO1VgRSCYYy4xJLakDm\nfbDacgDhZ/IFA9LG9z9Y+rPNeuH8uQn/YcUVfROjmJxwLwxD5HypueDO7tjKGjc/XiWedjq9r75x\n66Z/5uVnp1CqKB4sP3EGhaPPApSbzma1+MpvTQXGOECghWwhBEPu/uU3buRHhtTQ/I21G6XKYpgb\nLi1Xg4AIWbp55eNW31YtC0F1RYeco00o2e74OkaVVhy37+2arg9D3/95pxU5ANqUqRkcqVzvl4i/\n/ck1tTHeWbPczMcGWIRFXTFejjHO9dpHb/rTp44Mukb7R+vvmdKJE7On5jsLacds9cMxcOhBm4kw\nH4JxKBWA267pR8YgmsbqTd6McwuVfO1+0GhkVTs1dzY6xjmSaNbTxYXUtqrrlVbNpkVopCg1IdWv\n//TT9Th/7jtnSw9lhGNAhoQXN2tL2ksX81LGluJm/3zt2k+uUuiidm8eNF3xzHdemvZAM0q9rSq7\nj0290d3eg1mqi2OjoUPJGDg3wbgFYvDuxfnghZfyrWD56pWbkfT/4cg+8dYaakcAyerHb8a9Pdjy\nQtFGYYBIJkqjbQYvUry4urGx/le96bunRNguqnTqkQGgNamtE812n8FZ5ZIoajdrdvFj3jTk5Lh3\nt6IMMs50Y/761KFXXpmx61XvZxv8yPdemJr6+H3Zrtb8/ibnCIgzSVmlq0tJ5Fnp+4ptu1YTbQN/\ncLBc7nRW1lbswEVxf72a99rD7M5qI9LGcmgsVO5f2cCVhfxao9C0Q95KrR1rB6618PF7X9fjzz87\nY2vZB7wTAEDsh5Ckhl2B+mIKzflFKROTje/1z+vNm5epgDHrL9HD0y+9MpcuD7SYx8BEe6D7Ho+2\nGBx46Mg1OgkTSiFZaVJknPGPbscHv/UbIy2TXv+TP6yXD31/Zn9nM2w3CBB0feHGQG8GNzFKJIoQ\nwBnEmIlmyK1grc1/e+dmlY2t/T/6BowTH+uC6FDWIjDutEZnAQlEMWlpYaw99Nbi5Giz/MKkk04V\nr/3BHd2JCWzyUtTEzHocnqteeys2xvJ0dLbdgdogahGtLNT+wa9+P9PE0E2raPS7/3K4bjvV5nS5\nsCV8ZlquVIlOzvxN5U8Xvz29dH2spLIHpyEJiADJOo9Q8+IwNgfz62kwnL37H6LYAOf5oXQ9GBkK\nG7no7X/9upg6Ub3+f8YOhJs0PLM5nx/OyURPPP/2O51v/9pxqPkDG8qD+lrdEBOkCYTtRlGRRB27\nbP3af3lxYyRTvnDTN84LhUk88NOmUjiCdjDMlobYM/tryeDazz5Ks3Mz1GBacGErMYS5pC5Bd1ig\nTALc9MczkZio8hjv3LxazkRWNfKm2jSiUGJacEpTGYDhxiBNfev2+//10olKEmse5oPBwxPNTtlc\nW77t/6N/nF/HvOdFjcw3/um3tWos3QoDL2NpKN9ulBWy4vRElkSW3floPc7liloLZQUDAEIuF2+v\nhHnjFO+JVMWMwB2l23HX14az91dqWpcy/8QKzXPjm3d6J6embq5WBp494xob1dgQYVIauLPMhQEE\nAnLGAjgSmWsrWnkPwV9HADx+8/YbdwrNVZ6X5WdfPDJKBESATCN3xMv7z1Wb5a+dCDu3dBJbYIxn\n1hsmjeI8T9odDSay+WGvlYpBWxpJWdx0hMDDoZmk1dShbjaljU2tZfb0wFkgQOnPr9X9DORH7hqn\nYq7TXmFgUiNzaXWxTb/73IFaVF7Wr2cH8i5meWACYlHKbgrGYUc5oj4xRMZ4bnTFtZMiS9xI6971\nNSvlbnGnk9l/5Nbq6zduWG1QKPGb2vmcMU9Cu6E9a0Vj6f5mJr+1wDrnLA9HZ0WcZHIzs7mUha5V\nwgzjQglPOtGtnyECWa8XwnbhwFjvi0vvrWBXtvvsHkyAAARwYn1hoS5EedjwFL38Vi7NgfWl+nLu\nzP90OW42I4vcxaFhn2ieELcgBDQacY6lMjufDk4Pqgekdfa0sh+M0cfvCYmaR2K+YvJBV55nsVLa\n+BPnK28tlE//en51xWhtATF2nyytJp2oBNZJSe1Gft+ZoajpMmkYysud1ACgKB44/+atq+MHS2mn\nGDfWbi209giP5MAByhBQV1Mxc/JlbZXP0+SNHiP4vmfhvXVdDLMB+YVm2MwXCzw1LFa6stgeGFsT\nGQ6wNzlQAHLGho+vblyfyuZl0rj68a07WuyJVkvzE1PBfDVsI5LV2paX42ODAEFetNeaLBNDpxKF\n49MT/eutM1oVDqafVjfK/vhs2ASVKNAJEQoMuBMcCYi4/8pqE+qt8We/3pvBf3NVEPCejPUZU1Y3\nBf1wbY1vqvGxNcs1ZtbX+2dHTjbqq6trrSkGaWyZtImqfIoGEkAHmVJu+f562XfAxszc0QOh3SPM\n9sCg8OvT4xeXsFwKO3fvdD4olk4jAAFjFrhJ1eCJhYWbtfmN0UOTzjkiwLjVzq0ah5bL4QOrq1Gt\nOP3CEdeyYSycfWdZWGKAhUPtv7geUHwg8Fprt27euNbcow5zIgLi/vPyci0a3f+1b2orPJYkbyAA\nEJEdfxYrrYFZG2ttrQWlGx0WmI6x9cvvrAxMz/ihsMD3tmuBIxs7/9bGO7a6TyQffnSjU+Gsm9a6\nQ5KVemmhxkdGT0qJutWM3t+Qg4PO+SPF5ZXlI55IYOhsfuTYwDaDnaHC4XyjsWpkINE5alXXltSB\nuBNxrq3gAECE6h+uNTdXI3//6Z6Q9XEODTHYE8jem8E4qe3EBj8zl7FcQ+hvvZCcgfbClb8Wv1kq\nh75hAlKlhdaUAhg+ODO3eu3TkbLTyTfrZmy/SPYk3vctZ0OFmZeqUCoVWtdff/XuhbETjAEhIAMC\nY/zh01Hjyl/Tb7wokCECQama5Y6EX8+EB19yl9fuGX9wmjsGKYuuZNA4RGeDGTzcurh88VCZb6zd\nX2klVN79fGkAyaH8QS6+VIPB/aXUMIWC95BCQBeOiqg8eHo0wz3GVGl67fKl2QGkbNq8/sZ1f+Sf\nDI4J9wAGs5Q4wdDpF9bn1y8OUqe1ooeKLWURd7w1AAR3/vyvVo784Mw5qVjaakT/6lbxzEFr5czs\n/c1r+ydYlDk5XFHTW6A5FtBRMDnQzGQz46GNjbNxu1mTnSZu8khbwQgQLGMzz9eu8nRquO8Oy0uT\nWgSLRJ+ZwYRdvS2YlXMRjEz7hnPHtzdrkznYWahf3cjPHR/nGixLkcg5sEhajh5r/MWNN0fOK50+\nkzgvBPtgJD1EiP2xMW0lh6Lf/OjDe8tGMAYEIMgSWOAnc5Iu/HmxWBJScSDygZwlpioyO36eZ++2\nxrIUewjAOCedRMSYSTNl8Vs3Lt66FngYGcwUcv6eNFyGwByhOBpVaXG0nO2kGiVEcTdKh4hUeIT2\nF/fb0CGkfPD8azdeHTmezzDbqNTrtebVo1aC43vjwzVyQ4VDv3P1/duXkmbnG6XRyY2m2GMXYdf+\n4sPBV37tlGQAkCb6xBvXFxLr1IHjt9sfTbEyheWZON0eb4scLWZz3xg7zKfKkqTjvu/5Iu1AFRNt\nBQAgOOD6sDp1z5ye6psqJaSJg52Fk3sdBQQAglSNDUhgYdOKlHC7tJxz/uFv19/e/JtaqZQFcmg4\nSJUKB04Ho0ei91bemJyYZDbwySYEW6EyW+1307bQxpJztLqa9wf8qEOGISMikloDR51kD2DUmX/T\n/a4KENGRsc4561xAiRpn+cX9+YND0MFAG98h4wI52tgLxK/dmb18txbbTHnuQGHt4rXCnucjI2TC\nOyD3z4tD+YyXonA9Uw8BYIq5I6OqbKzhArP7vll9+9P/8NHsvkz1k3tpxrH7NcfJ0J6VyRlGxnlj\nxdmpG2utdvLK0D7vtQsJIdJnlmizPM/Pf/uw6JBzyHjw8uXlldihnDn60dUrE+WwwC2hwi3LnmWc\nOWBqMtgHCgkdIVd+INElEXJrBQACOWD1kcmzG3pwWPeWaOaMcQCOw15LJRFgPSQ/A2QYCGRBdkvI\nwpQVji+1bt4ca4JklgmGQnmpICDHMmMbg0vXr62PMt4QmKYsDB5mnA/SNkpubQJB3gdQlrrVoXlC\nQjCbQDD93GL7xtpvE3DeC4kna3Q2iV0w7o9/DfJDEDmeAFN+JpdHBKcN8w4Pjx+7u9Y0Q/vOHzWv\n3lof280IAmTIuB0eO7HUGhrootsbs/X5xTqbF46w3QlAyNLpm/Obb146eDJXuXmjKZirx8DIwp7X\nIgtkncpmg+HzKXBMxycqH3Z2eMn6DItx8pmT3vygSS0PPHE0O980wOTA+PCVlfuVJIwbHfJz3pbl\nDzlzzoLL5TBuGt5GmxrriDNwSIDdOnMcKAPGnwSI+oZK61hYzEKjiGgdhwQySSUMbTvgnepgpz1i\nHVALEDR3wJIG8UYSYkqStTfkzG8Ov/pf/X/+7Lf/Z8fSW0etE5IcCyOecXZ6onXhr//1a7/x6ydS\nEdEQizsSOVcZ6ZKAWW14iQ2Ktud1avfuL8gDx8czNrP62pW5FyZCwQAAUStEDpCBBE4N7P/9137r\nh795SqWawPEgm5HMcA4x5PMAEAGw2K+i1BtV9COeQQ624x88SEQkDLpqrdmxDnWaZ1vA3SAAwBif\nAxQKgKAT5FzpxXPXqyIruMcUkPUAaRAQAPnkbx978+3rH/y3Z2605wYX7JHfOi2cjyR46HHptJf2\nYqcpD8AgBeIjo4iIfL1uKXa6PSI6STYT8mbqUWTQNZc7DUuaEpMr6Dv3/0+VqWh+UlaLLw4e/sN/\n9+MD/2mmPO6a1cqk1pgvM8qC4bLTAUPWGGNdLiXHBCU6zeQZbz8cwgHJJJEOPCYRjAGmDQgOxBqB\ndcDt1hcqyCG3Jmoza4BxJOFxnt/f+uB++91ydXbMcW7arVbLIjfGET+FFdO5GN76gc9bHW5AgE47\nTU0OgWzSaXViQOdI/tX9eX9VR8VbyZUfXR0cnmFgkba3HmAALD9xrLP+SWHj4KjvAJJObPdm8lvO\nTbvVbhF1DRn91UgwLnwpeKqJg9mLNtSDperKHM5RpROkiYf9dCPqn+eFWVs8shGbYmZgY8kbf35G\nWaLmWqvTifR2fvqe5onLKIpAWyIAMFEQKkSORgzvW6ovjYyRFwTxnTcuLfDJg2MBUcyGT6/Ryv2f\njBzcX8iHYICljTpvGhAcHNtKbUEAcCYlYx0gMvZQBjuCpN3J+45IJ2Sctkxx61RLgAO5vQSJ1Aru\ndBT7YB0T6ASQE/vC2odvXt5c/Y0XrRBpO4qbgIwsgjxVZHTh4vLI/oM5rgEZIwdxreMDItgkSpLY\nMJs6/7W783K5dq+0sHzpYzdzaFo4i8i2lXKOwAYOdkb//Y2lW79SyGrUzXpb781etVI0m23bAueQ\ngSMGCEhECXLSaWqcdhxTthcorQ/whgycdW49CXUU4GdzywABs/vHTqxvtq+Pjpk37/HyXM7F3I+h\nEaVRiuyBej4CQCqVjVLPOUeAoDvNqNPoMEFy9pxdvDB2oKUkrL7/o9fj/c8/PyOsTOXws77/kxv/\n5uArygsFdBiLaw3ZsMAYAVd9IzhD55zV3SwfwoczmIJs6BJQsdFOSA/ISQ8N5mQuBPK2ax1wcIDI\neC6TZZYjaMHTtgomf30f/8v7l8+f8ji3kCEp0Vpi5Px9qNOLy9WL2VCgZAgYFDI2zTiGQEyqgDRD\n7bzCQDOtfHiNRKN14NjXzpU4WRA7s1AJMJwU0/MXb3vnU5corR1nNtotlhrBjQuUYkDI+jMYidrM\nYatjWJ47zo3Zw+DtTH5GzhKzuQGpu0I/IW13xPFMbmRfKzo8UqpFt5dWbo8VCXhuBDM5RQB7IPO7\nGBOAmkvg+WKAliFzFmpRp9rIS86mzizefXV0IGTY2VipdM6f+faJLFEYAxs+ZxPv9Wj84AgjSgKm\nna8YOmP5DqG9WzWGk2IEQLQ3P7hP4dTp7BAHpYly+zfnBgSitC4YOzI6oaxg2zXIgYGFzNjJYDog\nYC72mEt1oCZZgtfGPSMZwcDRaC5gWitpTKUw62BgeevLdmry5GiRcSAiOTCLc1nHuHb8n63cr7Q2\nbi1n8oe/9e1jewMlrCMU2YmB3xl8s5wXJpXe4Fw4k9G7GWwFQelweb9EYEgEhIBACAq5Y7npY4cK\njnNr9uitO/KByTLuTcfDw6yHebAzb9g5w7ks5MY5qDN3Vt79/a+/kNcd9EYOD46rB5U57c5gsgzE\n8PH8hLLAyfHCQTFdIODkyoc/uX5pxP8hZ6gmvrbv/JETA3HqBWGn6WVPwez8xEDInTWEwIeOepMK\nUqNksiWsIQAPioNQUEDgDD2UwaNnM8HhDKAHfPzloeGDEgiAlfb/g8KRwAixNeAGBaZ86CiJIwUi\nNIYJZOiokz0tT+UOZazTav+39IhizgFDaMvcLBtfTc+McWMRmMgeV6VpRVwbntn34tHpUXLCavpH\n1bXN1WshX+Wl0UGfDCf2mSxyR2SJefIVOeIdCoi5/JFvVI+M78UPc1rOfrO+L+jqC9hfIgsEbuBQ\nMj01Rk7A3qzIblZKN5TRgQxfmCjOZTiZ/hq9fd4SCsmZTuS+sx9c+avyyQFrGDs+2Nyftw8GJKRu\nCJN/uB0cyTqnyPhTv7VQOp5nZDGcOX712iV+YHAwO8YPuPxIybQN8xgkaX7w2bm1ocNTea6ZARce\nS+ScLywg20bsJyJVnArVgK8dgns4g8fUnBgOtGYxDr243xtlzjgSgwfH5VBGI98a6pRLm/pDJ6b0\nYBEcOIXEOaFJ1TCf9QelNdY7PEhZJoCRQ5HTDX+i0NZDOW0lN5YXT+3LjCstbeJnD2ZRTTAnbWzy\nKjsdHzl6/ye2/uqt6ZnhQ906ZNsTAhGcQ1QHS7IsSbUKB3hnfHiP4YCM8w6KzrAvEIGI9VPlyTrM\nzBVPyVEwgky6B1UXsJv4TeQIvfDrK8FsjqiXa0Zb5w2X4MjxOmoKD32N1QLSJDmdTuNs/oF46j1c\nCJsGRwtiNGMtdzaYmVvzJlQKAGr07Hy7+sHvn3puIsfAT7KMpOQJssA6Xgx/Q+ZKzIFgYLOnRnlJ\nKnRI26DA1oI3ODeZTWVskcHDpehCxjHhkkR0eGnfoAu1sw54frRkhY34NpqO4cIayk5Ot/0gcWgD\n6xhzVoecF7NKJmBBjo1wucg4s4aJsFLzC+USRXFEIYstZKbJ820kjFbBaDHbyUYOOLhaQuHw1MEK\n3rz0jp775rMHGAeyO9xbrIuVWVHTAWonm7kS6qLcWyDYOn8kSIpVjj2XeHeJbWkr/FzOWqmd5Nru\nDbXZgtogQqEOlVkJrLG8z6Le+TTwuTWIScCMG3pp/N6xjLYeM9NSO5k8gMG9ZtGaYKKA2bRlGTk1\nyJgKteUceX72+O2P1/5Dc7TEDHGynGeZSXSYN2SBDmnrOg6Eb10wPcbUguIa7PZWax3KvGUDt7h1\nyJjdwovu42X1B6g/krTr98Noe8/aFdPV16t7x4dd16cdMWEEAFCJr/30Z/P7v/5/hH7dpO550cOB\nDnvHfjTonkJbj+j33vf4bD/7uFf9TIzd7Yle3Sm+9fzP3t/H73oUrvTWOMeJ8ub/8E/e00f/J78z\n1a6Xd/GlT/3cMNKJdTZJwVljtHWGGmEr08RUp8aaRItdT3jS8fjSyPYs4Pk80vDS8GkAgJ0SSx8H\nun/8suBkH4V39UXjUTNJQpVPtu91AkoMDx7FlxQ4Wcu8HtoqOqE4WZRxN8N/e2r3hYavClnoIY77\n/sCJihjvmx761MeBbvWOXxpU4SOwVLTkYEl8YXjUjnvIBs6NrFaKY9KC9yi+GM4dEYqUEAGRHAoO\nDgQgIyK+i8E7PpSvAKvJIWDHYVgopxkLO7XPbRzovwU86F+Id8W7Uc1f2PMTxcnKkdL/fMkdKDON\nj1pYBRIg23ZWIDkCBMcAgNwvMHT8XRMHAnIAqA3PIMXys7BdWzjQ/eNDon+emh6Fd+XZbt2pL2pv\n00I647h6ZjkeyqZOPGqieUYTh1Rjj5hLOXJIhUP3GUPHbuHicYWrL4sYoQMgClhsLTHet/1une/h\nQG8dv7Se/OI1mjkCZJ+j+MVDSCAwZywyVMJpkskuvuy53lFvrLqEZB0iETBiQLAzOKwHOPEVoa6Z\nn7GU+b7g0uvHdfdJE2PkUPaPX1o/aPvfB5Emxsh+cc9XlFomGMSWkU4dfxRfDHFGDlUv/RmJSU4O\nRRdSDLeNmF8xIboLPMYYr0Rd8yrs4nBK3bpB/eOX2pdfcC51nDn3xT2fu0SDkDKTzXho3SP5khLn\n5JjqCdFgmRRkQVpHBMgYPiwUf++S/dnf0ljkYI18yBJCW3ohfKaLDMARk6zFBWdEhGlsUKqtCIXd\n7Wzr4w/WL3f3e/fft+/7bP3h3frpNj70rvZ2PXd3f/r6fZ8MIEPEPXq/6YUTPmqq77Y/7H2Pz5Lp\nRCAhisI4tmDiRJC11lqKesfPvXWkyGln3eHHJiQg4xhH58hZYg4kMqO/tDX2Memx8Z2/YmS558ih\nSkGAIb4rPxn3GEgemzQx5j7H3mMsIJBJfSUYIuet2HHJvwIKOH1R1W3/domYEuBQGuAcQOzwinVB\n6T/3DObw2brDj0up5JwZ42IiZEJgi3EExr8KlckeC9/5q0YIDhDRcSDgO6KcEbos/twMVs4CQ/vE\n+bDIONqkky4AyiATqqzkNjXq77wy2WPjO3/FiGnjkDvrpZY47gzi66JxfP4Z7BzuBOh+XPIERZsr\na833ialsoRA8n8+zJPniC1E/OT0uBv9Xi3qVDgnBEd8hQyA95QzWxMHhk+/BnuusXP/42tqCJR4U\nCmH1wNEBBu7LNDU+Fj1pPd+vChFX1jhUiWXOOSa3coEQAACfQooWHKzjck9g7yMIXXvl2jsfzBe0\nJpXN+43nsqGUjP9dL9EAn/VW/X0hK0SqLYoGMrIWVXvrTFfI2uMPxl361qP04U7BJR6LrCQUAqwJ\n0xYv6Dr1E6x3jxl61/+Lf9d67pkpGYjWzQ9utsWZ3/1BKY4DAkRy5PX8u/2loT+1t6uOPtjvClvn\nu9QYgFhQZAUwIcAYCo0NWbpnl92tN+/WQx81p3e/n+35aR/2rTzuGvGo99x6HllrrXOpTo2zqab+\nb2e1NsY9tT9YOAOCZZi1zhkupBPSJOA/1EhO7eXVtDgx/V0mWXzkxMof3b44MvGsTKEXqtSv2/S0\niyV3DhT30TkLjPvQ8Vg75pZ/+ZP0wYEMX+LzugEivcrguw01T+0PFs4yTDrC49LpiADymVbKduwF\nu7tTvXUrmj16fAYQbHk2riXv/Plw/qAHSESIGMtuSYH+/Q+z7DyKJFlASsEKSTYmiEPJrNtT0Hy7\nX7ue87gz+AHtdCMtnvC+z0vddbjnJES+J2dmjz/4STsmHJPtG3fsweFR3ri/0ho7VuQpe/gSxaPl\nhWhg/6EGIhCG2e/a+r2/yLKjBgAIkDFwgLCdvPV5GcyRUbR6vxWOTYfN+eVm6fiwsg9NNPji6G+f\nwT0Q0G5o5R7D1dN7uYiL5ddfbfzwTC63/s67C+fhjHUC9MOs75yZSAelgToTCMDZKd/7o+t/WBgs\nMEQHgJ5zwNBtRTl+XgYDSrvx/s8W554vBZULb917RmQ8hIeXmX3Yc550tcW/5TW6z2CGaOwDIJEe\n6g9+XCInWO3yT+v7JgEqn75xOzkyx0Dyh63QQJlSBh2RxzkDB5A/LRorV98Y/5bk3Vp7xiFDtyXQ\n7j4+vpDCqXHltZtf32dp46PXbwYnE+Hw4W6/PvWnwG4nycOf81lC6IpYTytkPS51GQyI3YD+PY/d\n8UF3ozmf9AFOc4qrDQdeAM2Negp+EGuQD1VsdXZ8cDHpdBQZQABCMfX8rfdv/eTrApEskQUOQDsy\nynvUH/jHVaeICNJmI8oWsq663nToeRQJ8Ui9fYfX6zO/H/qcPb+7zH2Ykf+LVgeRury1CIhsr6K3\nPYO7ivETP4CsIWJZmQmEbXZYdmaqYGP7gCqkPTL+QEHoKM457RhnEBs3fXazctkRModARnSFrCfV\nr/f0yzlHPFOaGs2bSIejg+VslJLnPSw4b/dKsfvvT0Z/i2J0V8oihwiIeyvPbaPNAgD0MfVoV9zy\nA373/+vFQfO1N93hk4fhzof3bPbcyY7Na3M9CnM8NrnSUu+29elgIymwKsyUZi5f/4mc7SmLJEhP\nn/to4dJMWLUl2lwZHaAEwPo1DC3PyqY2TDGjg971XLAkckEgajXKhJT2+zU8bwtJK8ilcX6wdj97\nJGgg3nt3beIHox29eXNp4NgRt17KNFx/b3e2XTNKUh/Ae1xX68GAXs/3ntP1DyMUV9JBWU0Cr2kD\npmUuTp22GVbL9c6XGnWjAgloEyzk4qru1XAQ1hpijJGzFoSvOgAog6y/ZwZfvuKdOsL6xW4e7H/e\nPf47SBNZRwSZNHGMpzu2RiJyn6PE+25KGI9rLQyKAkzUZqUcUw7T6793pVhikfYzq70BU2Ws2CJV\n9UzrKsI1k/beSAmW1paXa//ZTLDWydLmUOg7bdPUb4os85SxjoBMkmZ7A1pXihMqaTodUMKkXq+d\n/AoOUOr7tsayzfrsC99jorVeFwN+IJr1jhrMS8YRtkE/k4VLl9dlVvVBOgQ3NsjpRq23xMqetBRU\n+YhqstJ8xwXCopeJycbMVAd6Ax7EMQs8sFkTaSFN5FEXkIE7R8gE48oTZKxbS40aO3JiajdmxcqN\nD7PDc/4T2/R3k3UAyDjv68V9aeOpGRx52FhqlAdGPIjrteDQNGcK3PLrr5cznTbPBX0GD0InygxS\ntTEqWorNr9/vDZDkUjLdSf7wQG656lP9RDuRPkURj2TW99M18ANhOpHO9gZ8RYYZRWmiuRTMpVsZ\nDWJTliWhZlXKpnSu8KIStbvr4Vwur5rL9dyBUR8lI7aV9yoqH/7FbV7M9D/5lu8LIsAV6HZ4K1Mi\nCcu6npn+xICnKEkHYj+Ik6he6n1YxqHvU6czZh0Z7ZAROCICRQTIOJPKE05rt9ZOvaPx6MTu8Vv/\n+NXywdTfkxX5pEQAiMhEXy/urgH4+f3BfUpCqKxSeXoggKjWnjh7iFIkNXjIBPUbnfFD5ZXeQDU2\nauHUPtao5G2jEYnhgR7DUpC+aK9tevvGxyqe6OBmdWw6lyY65V4gF+9Ew2NliDV50B34SVRZ2bhf\nYaXJEmrbr94CrMFzghrLDRzdx83xA1EA6/dah44WclhfjcdPjCtQnLYtPbni6AEfw62COqlQ6eJa\nODrR65frfZgx+HS3YtKjArmHmys1N7BfRnEiezM9BuFhczWNWGlUta1f64bsoEfkHBB4rUrDZcv5\nsXZH7Z8aLu02RPCNK0ObANqHpyNk3HUdSF2puvsWXwCDQbjNZnb/oYwP7baaOTOa2oD47O82kwtp\n5cUfHtzofel/ckXNfeeM1+mE9Ys/Wx19+XSvD8agSm++3Tr3zbO6EQTpj9p0/IezaI115NH78fyx\nrx0OHQrXG9AgJR/uvHmRn3huVmqUTehyIogcB33n0pujr3wzVy0cTZhe35DTxzOeqzf41KkRdBLd\njl1s/JvHY4fQ19elNYs/vzj83Ld7z9G9di3H+b+O8/v+ccisz+588iN55rujKfFka0tkGK/eXbkm\nDr6yL039BmOCC8aQnLXGuvD621fs4ReP8jSG7Pik2M3gskxblj994LxAsJaorxd35zP7BQngj0uS\nRVWYPnlMirROk0f3M4OANvMiVKuKj58/3a+k9uEdNnzmpSCCXF2+X+OHvtubIV7kvHbuuuYjpzNx\n4LnLnh04fUYQA514pv36+vi554qOe/1kKxWbkD5eup2OnjklUx4mvb975AzqS8lfyZnnBzb04Bq2\nK3ro4AEf45Yt7jtSsJaj2dZq0uDIaeX0FlAXWnPtOuaOfqe/9PaFGs9duKQyQ18v8dhng7GWg6cP\nJZiNeuc9IopW767e7diJr8nI62N9GkQE58grry672ZdeAiBjHHR2i7mBx8Re2ffJCRknC4BIXQYz\nh4yxpwjZ6ZPP2i1/7vgBhE7NP3yknAiIpYtzRkGrkZJV/b22vRFLX+qUvLznXCj7UjGCp8qBu7KU\nDgAHGrC1WAZokSOF1q03KTsQxt1yMggA7RaG3DP1ekuETCNTPYa0GSOlVLK5UWkPcAc+tBpifHbC\nuU4sypNTXmwVum1DBxGAc2zL3dnwM1m9PqS6sFGA/WPDY7ZRy/skeSrQVJvOhoE1LOg91xEKQZCn\nRbqfBL60No3jOLVcBkEgJUZRFLskjplgUmizx87RSBmHfrGkpyACRERO3ZQ9BAbEOH0BQpaCNPFG\nxoeqELW98THPBLqV5R0Wx0YnSWuz/0XzuNlOE92s1CkWnEG//pCpueGc8OSd5XohBkyLPI11YtJU\nWQ1QX20l1sTVhIfQHdE7HeVKUbu+2Uo1NdH2y73e9jyeD2rrtrm2lGkLVBAnMjuYbdrUynwxBGMV\n7TDlebpZ0dbL1Hu/lwcmTVRtmDr0LVHddu8Oqc2NupYVXzaNrC47SwjtyIlefyrEAw+CvKwnd9el\nlktJu16rt9OCXygVc764f2u15lbvlLLCU1J5PN41fpstC8481C7y2GSBABluRXIgInPIdurBn/UH\nA8AD9d8+9fU17rxXzpXHIWzLX/mWHMhYy4oABSigwLhBAxERcgTKcMc9n1Fe2VvGYTxkmtYjzEGm\n7THBjA5zypJXqqUADn2VZtMoG/PSpnXML1iZFGD+6p2lWpq2hn5weMZlZ2eDTsFnkOHNGx/frMSZ\naOXIv5qeyLDi5IDPbCqGf/hcOFRXLnjhGBSqvkJwascSLZUoYaW9evvKZnvT25ecfqFlw6wscEwi\np3wAIGut289gsEyRG1Ii58uQOSwVIFdKs84SgHND7YSFjJIjd2mgwCCYufiT9+ZrjbYe/trvvqDe\nev1H99NC6w8++PrRr5/nbXQx3xrK7vhlcxwEQbBVdLJ3fJg9AnaeBwBBDoAQsiZ1SKlhCNQtkwVE\n7gvwB2vpl8Is1wZV3mfeY5taI+CeH2udsqIfVetpPuSAOy0ou8hfvvbBJ/OVzjzi/qlcm9I0TaK0\nAwPrNy9fvr7cxjCpNs8Wt4qDSCbyKswJYF5eQLhHSEULEjavrfykOV+RtvnBpJpgmnHW8hRT5PEO\nIgAwjDgnxnGPfSIlAHIoVJpYw9LkeqWIIBxefe+t22x4Ek1h/wDUF+9sFianoxvN69n5yRLuMcA+\nPfXggMk6AkDGP2MBRHx6f7AR/qCVmBguFdFe2KCHUSKkj/V1YYdHoXp3NZkeEIBAWxAau69PL//x\nO2skRSo5GO0w1ugxx5299eNXb3WAjUorIW5vWSIZsVwhZEajzAUPMH2iQ8/cefXqH5VbrYNHO7eJ\nCDlnlHBPgjYgu8iJIBGC0Gd7GGyIc6OZBJUNZevezVu2nEUGyfs/f5efPTXsp2J8AlevftA5/+2j\n+vKrl1R+8FCRP/n4Pg4hAjOOALfVfOhz9Kn9weCEh0wTkGOCHog68kASXGDl8sdp5vAR/smlRXt0\nRBF2877hQSHoyxdeX5o4MjccY5R9duwSA5taAmc+vfDBUvHsdOEwRuvD55uF/vUWgAt0xjrGxINe\ni7iofvyzK2nBh5l/OrVy8/Cxqo/WCMmgU2mZESByjihnseWk2uOkUClwcs7qVhLb2z+/oI48N+eD\nbn56pfbsr7xYYGkajOLmnatHnvnOPj3UXLyamRgqsS8sy3T7NQgAmOuWJN8xcF1p4wvQg5lLkQEw\naZ127PGFhZAgWXz7J438kePyxgebwalx5Qh7M/gBHL5zZWngG986PkFYi8fIh6B9fWmj3mpEV+8V\nn/nWiYFhpjdw5JNt/C2GFKdI6Fy3KuUusiRo+dKVtV8/tPYOyJMvXx8sX3HakODQvH/9Xs0n56wj\nCiHbvNHx8nvub7qSpwx1bn202Fy7fve5Uy8fD9C1VjfV8W8cg8RrU2iSRmP68KxUB17Y/H/euXMG\nv4S4XAIABEYcLALtqNDWPfH0/mDmHDGGTKAhB59ZI34hcedc4/6VKty74tebA/uPj8nEceh7O/Y0\nc/Nesu/502O+lhgFCaJa+/nmjbXK5skazp17Zk5YLkYM1Ta270CwWghGlhzbG4qlUcZ3PmmO//PJ\nm6vXfy9+fjyEOEoJyaW1excuLq4iIueMteVo5mbE9xTSurZgD836KWMLf/5aRUo3+dxLeQsSC4I4\n6sRI5wiYkkCxpcyBZ3hzowN7UYafmqjn5iW3Oxmva/R4en8wIZJBliDr5uo95n3WoPSVn60v1zO5\n8ZOHZsvcOt6zsj3gK7ly300fGkzTOKuNddyrLcXrm2qktMEmjhwZxU7EAueM21pKnSUmLecWmXOO\n79lEU19W795VZw9Nle/e/okV32XKUPcFTHPl1m0SXibIhaqCRT/D7Z4kzB/dwG/mR4STmdIgIKd2\nUND1rJ958eLqvUtRfnA14kJ6+YFr1w6UM0FQKkCkybmnNTk/mBCgmy2KW+1v2dy3/oC9K5+QLOPM\nGgeR9Bg5C4+bKBtbT+XKo8Wgnarc4ZfPqcxnygfsYfHdNRycyDWjXGAZl17YqAh55NTh7H+c2X94\nXx7SrFMEfGC0f71zXEoBqAXDB+VvW8R0o5o56LzZl96frzltmfIkpUKiEqDNaS9fHhoqBXGiOmbD\nVHff/7NP5eCZMjg29Z25tZV7K0vNqFWT+eDFP39v/lN+ODefeFmhMvmr186EWdBpnpwD+uIZ3JWh\nEZwjwB0AdX2h6on9wbuHSgEQUwACEFD09WME5h969v5rz5z3jEWIqo2f3aVQIWMWnDZkO2E7MqXn\nb/z5VGHyleemRoagE3Mfojg/+cG7r85MtOJ6uXDjZ68HDJx1wMSIaNXrY9Dgxs+Zy5drcPAfHhwo\nKf3Nt18LTs/U756qLGcGq3dj8pkG0CwAAEAAH4AJAAtbCeR9/T2OSFFLJer4/+Lo6//7/9vXxfxK\nh0LRTtn+8yv12ob61g+/69W4xIsfVgezwLi2nHkUpeSEimcuLm1wpXU6Me70rT/585v/6Z1fOxDV\nguJ/dOCv/3P/0P75FfXt3xj/hv3Zj/79kX/5O1LXQkYJ0V742RS4cWAeFmqymx9b+dG93ypJecCS\nyAFzACiYJRDcGK9bE/fzZzY8iizLDBbjj378D4hRc/HmEme7AqKQKTFzLrriWHl2nLWtcc5yFeyb\nG0lvX/W8ic2VzU8u3Z7vX35g8m5taSIYFcJWKgttMTg8NpLP8hRsVK3akocZzjrra5XH7Z9iLBge\n2Liz4fuZsbGC/NAbvNkSArhTrDB+oP1h26VxLB465Y5eu3Dr8kSeB8xSOHM++VHl2o2BQKKcOLPR\nXF/hC+0BYvnDqb34aeX6JXE/KQ+VpNsLd/y0ZFCitSS6YbNdS/TOEgFfGoO1GDx46NqlGAFs7fan\n906JzzwXiIDJ2VeG16pR4uV15DxmUivEgdOXLr8v706M3bp1b3Fjudof4Jmx+3c+GDiaTe3GjVs3\n73XKo5OTnsJkvLyyenV6XwghrS1effPDx+2fR5ifO7B57ZOOHDvm4uCv10eWa9JDZEzhgU75tsyX\nvF/gjHmxuvzxX+4/7xsw1ht7pvDO8oWZmTnp2ITcuLJQK8zC8Gw23JcdGMpEuGQWkoH9Y17ni9eD\nLQpyDvrSCzJi3f24R18ag403dHoR1z79T9KUIKm3nuua+rfe0JFJwuzB0tX3l98ZSsaysWQAQHHx\nxCvxrR9fHMKV9TQ3MljvV4UcHPXuvMpaoyt28fLt6kqckdmcQHAv1av1N1r7B8dp/crVW9fuPKwu\n8G7imsIDp+4sv3Z74+xY8aD5vXQ0jZVCTUzkptjEUhIen8pw9bDYsGPtK3/w07MzwymlkcsPs0PL\nN69WGcaUycvEjp79AcsMl50oPZ85kAZw7Y4/eXBYINtrMXlK6lr/uu7+bng0J9jm75fHYAe5w53g\nyua1elOOzp7NK8lohzMHkGEKPBz5dfjjNyr3v/+McIkWHiRu5ge5166urtWdGjl5rMIv9K6fOzt/\n+6PGpey6aK1TruxWWxYMoXu+vvHpp9eKpSKrLbQ4H2o8Zv8sOTl25p7//scfvjpKq2uKM6k44ylw\nJnNT5X+V4OCUfLjWmDvxynvzrx1/VgqbaC3yBy/cr6XgUqYr88vymd85z5hzCTD/2Al29/WL780e\nnsk4lF94kh03lnE0ZtsPzJjt4YR8qQzmDsqnMvvWDtSa3v7Tx0b/E4XkdlpaBFht0Du3tvDWhZrI\nHGagLTFMimeH93+82ImD0vjJqfeu9K/f/032ztXlhVZSyJQO76tfux47soZB/uhm+MntpWAxEMG+\nw179Tx6zfwadDo/V9/1V7dL7zmj7tSNDFb3puEW0yEJ/WBumnH5oxXY7+MK3/vjSzzKHCjlmOfCM\nBGTonErWFzayB19qcU4WuOhgJrr52sXNXzs5bBOUX0JqBVE3PxixV9KqFwffndBfGoM9F7FyONno\nRIk/NFrinsCd3jpIhbLaMYlnxMifXvlztKMDmdQSBycn88casfW8YNK/vNq/3szl919eXF3IFgb3\nny28cQGlr2IiZoe+fuDIxXVRzA1Mn5tZufy4/bOK4mBKnB5dvjO/afKlH5wcuL523QqBjAxjnHnK\nGgd7IjD6FIeHvn/7ws9KamLQ02TSagckB1TKJrGxJk2QCcGR4vrd6//fN4IfvHw8H0XhHhCfpyaL\nAi0Q7wdzdMOkGUIPNutLY7DqJCJTLCSpY4ony41eKPsWh+PAQ0eMr49PZe/cvJSBZ8/nrOXCRSkL\nSgw6PNW+q97vX39/4ND4gbXVu6NhYeZI/efXgyDk0jBWDQ4f3r9vlafZgZnD7G8eu0AzMUhVLgtH\nV+/e35Qz+xqn81gkyyQCkQVeF9xZVKr5kPutKZza//rVK+PoKWuS9lqTOAMmOXDJ0rU7h6zjnJIE\nKzde+8n6r/7zqQmvFQfwhaMJGSmctkyYnpDVDbxHhoQACCi4sSBgu2jBo+KhH/W7TwnP9BB1NHne\nYLGcMW0KqJ7OicamytkAEkAJeshFh/63Z//kz+r3a8+MhQAdHgKkAEZInVoI6sg42lSPQcTn9gPY\nTKdlVYgOALTxPYQIhr4P0FbccjSLLGlrYMkj1QOhRRYiAD4x8TUEwPs+bN5uihYRAiIZARYYaL0a\nCOOB9pISa0vfbXhFag+bOEzjePL/8Py//c9/cur7L5WXL978f4/84KxtFDMpZsZG7/7Zyv8aug72\nP7h1abnwj7+ePwNJNkN6K612S79FMhao/bCgu0eNtwQLgjsHrp7RmZoNdGqIUk0YeQ0vRtHPx33E\neHxuYoRIxuilikkTwz0DJjFpY61/3hILhg89l73QNJ2z496OnCQUkESJi9pxIJjYFk64pFalYtpt\nx31vK82UM6CUDLaCTuREyB87M6IHgumh1ibenN99elgYBOqsG8M4N0lS4e0OCS40ImbHjtSv6Y2f\nBa2VCs8MjpSUsUqMHjnR2bzwfwUCAILXrdh/4qXn9j3QRQYACxXrjH5sA+BDyTDJnCaR9vzCpvsV\noNBCkCMhviwIBYGE5LSuGSbTVsAw7Rg/dP1IGTDAgjEKj795T2RHhoO0P/OYQ4EGsy2uY4N8GwnP\nEjOtCBUlKduuUA8IZBMHGe6LNFUcHj/1pftNeU5TEJgtQ0mfG3lqGhHSJrNOcOskCkxSxoEARH7u\npcF25+KbTihxYP/xQ6O+jkiUzzf9T6t/1JtndvT4c88eGwuThwjkK4mXgfipw6LBeIJbQ6ILUcm4\nZj2cLAZE8GW4OXqEnBAcwL4TxUPZxGmmTf6wmtu2GZNTmalw9tcaMpsrbqMpcYvIvclnlg+UODm7\nVaqbEm0tH3/WzoREzG7zkRAdFGaeG92fIdoOjXkUURc9Cbl1xaPticnd51OKYfSkN5xhxBCy0+dH\n9mcc2MQ6Rt7Yuansyu3lNDuUH506cbDEUteBcOY7Ix8tfArd8LdnRg4cGvf0Wv4hjrrC/nOlQdJP\nbQHp5c8TYE8dxW6dZ6GsAQ5OP66B4EnJAQIwgd8bXp3dJx2Gkh34TnVsbvsCB0oW/f/NQnV0Um7n\nFbMEFMsc/5XKvrm8SLTtp3wIY4CXnlPN58akBRP3r+eMA8jJM8MDR0Y56EbpcTvYq5LDnZj55vTg\nid2nNeNDz5e8IzkgBD56drB0fFQ40/KJjAgnygcqy1WbLWYwX86x1DLhYjUzcLS61hNjz6rAh6jT\nzj3o2QBw1ptWx7JPj9vNwUgmwHIEB84RAEMgRMGsQ8AvbwZ3Y805P1OqDQ1RjELB/nxaHNiutUfW\nMOQvbm7ynI2jPsOcZkBiRiX5gRDsdrgpt1wo/8Tk5r68MzvCCyRwIDWensyWlQZ4aH7yA4iQAKUT\nY3IuN9PPVeo/UEkuB0+IEaGJAQ4ePxkOBSlj1iFYYEGghmcNl5I7BBdri3mtY5HPk+0t0dLZBCDj\nux2y0U7aVzgAxfzTwxH36jwTMMJuHF43qExoYuAeDYL6uclBL54z45eF5l6aimCc5DZYCHIhkMjk\nAgcdtyVMpsbjxnrjDJkl5m31z4JSoL3xTAEi54mtLx+d1Vb5wyzwOlFub4Hmh1EX4Q5IRDozJPcu\n7Aig8kOWR1oI6/xR4XlxFHoeck4OmIxAeBydltZYBww0oUmZ53W9cwB1Ai64INNdKfZEvdlsAEh6\nb+m1JyQjJXOapENAxG6lViBAkfJuPu6XhilB5AgFW+h4hicOIxSCUWT7M5WQS4WcLeXyGBvP7yuy\nxiGPjeJSx8SFhH40XYpK6BaEoG2LZ2HLAWoNJFoEss1MPfG9J1jyeoK7Nh64BHYPdGIjy3jbgBPC\nWa4StI3U8zzXZRqkAAzJWk7AhCCq+AqNtU5Dt2oaF0IwE6f+Q3zti2EodC/36mnIqJ6Q1bNLQy/0\nAvuKPLMOOTrXz6r72wIReVp6gAr+/1fkAICIKCFnrXMucUZrbZzpHb+yRTl+SY9Htm+CBoAHbfM7\ng+7+9rB/fklfGPVSRuEzJWl20Gdish6eV/BL+qrSFhJjNyHpF8AoYQ+Y9pf094o4AgARIfUAonfR\njqor2C1x/0v6e0XdoH7qsXcv+3boi7gVVPlL+vtDXdyGbgr5LxSyfkl/P8khMmD0UCGLoZGp0pwc\nRlx7lqw11hprIx6BFh0wEPOIJe6r9rt/1BSxDsZ299//tp7/ec9/Ub9RpCIVqaWMFU7FjGFHQkFw\n62vhvER8eSX/fkl/J2SRITnasrn+ksH/AyOLklv9Swb/D5YscObsNvD5/w9+kQDevdE4RwAAAABJ\nRU5ErkJggg==\n",
            "text/plain": [
              "<PIL.Image.Image image mode=L size=480x444 at 0x7F99D7AF2CC0>"
            ]
          },
          "metadata": {
            "tags": []
          }
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "cl5589U0dqH1",
        "colab_type": "code",
        "outputId": "d3d5a401-bbb3-43fa-e9c7-74e9829f11ce",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 54
        }
      },
      "source": [
        "from ocr import OCR\n",
        "text = OCR(img, colab=True)\n",
        "print(text.replace('\\n',' ').replace('  ',' '))"
      ],
      "execution_count": 19,
      "outputs": [
        {
          "output_type": "stream",
          "text": [
            "गरिबिमा बितेको द्र आफन्त बाट मिलेको अपमान पराइबाट मिलेको तिरस्कार मायामा मिलेको बिछोड      र दोस्तिमा मिलेको ै मानिसलाई समय भन्दा न भ “परिपक्व” बनाउछ ।\n"
          ],
          "name": "stdout"
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "pX46OgT5DUO3",
        "colab_type": "code",
        "colab": {}
      },
      "source": [
        ""
      ],
      "execution_count": 0,
      "outputs": []
    }
  ]
}