From 36a3fd8d947581ed25ec585807887e0c03893550 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Thu, 10 Mar 2022 19:45:42 +0900 Subject: [PATCH 01/24] '20220310' --- .ipynb_checkpoints/9663-checkpoint.ipynb | 121 +++++++++++++++++++ .ipynb_checkpoints/Untitled-checkpoint.ipynb | 6 - 4963.ipynb | 35 +++++- 9663.ipynb | 121 +++++++++++++++++++ 4 files changed, 271 insertions(+), 12 deletions(-) create mode 100644 .ipynb_checkpoints/9663-checkpoint.ipynb delete mode 100644 .ipynb_checkpoints/Untitled-checkpoint.ipynb create mode 100644 9663.ipynb diff --git a/.ipynb_checkpoints/9663-checkpoint.ipynb b/.ipynb_checkpoints/9663-checkpoint.ipynb new file mode 100644 index 0000000..c0e4b35 --- /dev/null +++ b/.ipynb_checkpoints/9663-checkpoint.ipynb @@ -0,0 +1,121 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "id": "940bcf44", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cdfce8c8", + "metadata": {}, + "outputs": [], + "source": [ + "n = 8" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "73c7b1f1", + "metadata": {}, + "outputs": [], + "source": [ + "ans = 0\n", + "row = [0] *n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "1e35bcb4", + "metadata": {}, + "outputs": [], + "source": [ + "def is_promising(x):\n", + " for i in range(x):\n", + " if row[x] == row[i] or abs(row[x]-row[i]) == abs(x-i):\n", + " return False\n", + " \n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "44559bda", + "metadata": {}, + "outputs": [], + "source": [ + "def n_queens(x):\n", + " global ans\n", + " if x == n:\n", + " ans += 1\n", + "\n", + " else:\n", + " for i in range(n):\n", + " # [x, i]에 퀸을 놓겠다.\n", + " row[x] = i\n", + " if is_promising(x):\n", + " n_queens(x+1)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "89e4a39f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "92\n" + ] + } + ], + "source": [ + "n_queens(0)\n", + "print(ans)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2642a0ce", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/Untitled-checkpoint.ipynb b/.ipynb_checkpoints/Untitled-checkpoint.ipynb deleted file mode 100644 index 363fcab..0000000 --- a/.ipynb_checkpoints/Untitled-checkpoint.ipynb +++ /dev/null @@ -1,6 +0,0 @@ -{ - "cells": [], - "metadata": {}, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/4963.ipynb b/4963.ipynb index 9ba3227..b21d28b 100644 --- a/4963.ipynb +++ b/4963.ipynb @@ -7,7 +7,7 @@ } }, "cell_type": "markdown", - "id": "eae1d769", + "id": "52eab608", "metadata": {}, "source": [ "![image.png](attachment:image.png)" @@ -15,8 +15,8 @@ }, { "cell_type": "code", - "execution_count": null, - "id": "7ab1a409", + "execution_count": 1, + "id": "b305904c", "metadata": {}, "outputs": [], "source": [ @@ -59,7 +59,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "d55ac9ae", "metadata": {}, "outputs": [], @@ -85,11 +85,34 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "1b8b4117", "metadata": {}, "outputs": [], - "source": [] + "source": [ + "bfs(0,0,arr,n,m)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "6da2a18e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 0, 0, 0, 1], [0, 0, 0, 0, 1], [0, 0, 0, 0, 1], [1, 0, 1, 1, 1]]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arr" + ] }, { "cell_type": "code", diff --git a/9663.ipynb b/9663.ipynb new file mode 100644 index 0000000..c0e4b35 --- /dev/null +++ b/9663.ipynb @@ -0,0 +1,121 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "id": "940bcf44", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cdfce8c8", + "metadata": {}, + "outputs": [], + "source": [ + "n = 8" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "73c7b1f1", + "metadata": {}, + "outputs": [], + "source": [ + "ans = 0\n", + "row = [0] *n" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "1e35bcb4", + "metadata": {}, + "outputs": [], + "source": [ + "def is_promising(x):\n", + " for i in range(x):\n", + " if row[x] == row[i] or abs(row[x]-row[i]) == abs(x-i):\n", + " return False\n", + " \n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "44559bda", + "metadata": {}, + "outputs": [], + "source": [ + "def n_queens(x):\n", + " global ans\n", + " if x == n:\n", + " ans += 1\n", + "\n", + " else:\n", + " for i in range(n):\n", + " # [x, i]에 퀸을 놓겠다.\n", + " row[x] = i\n", + " if is_promising(x):\n", + " n_queens(x+1)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "89e4a39f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "92\n" + ] + } + ], + "source": [ + "n_queens(0)\n", + "print(ans)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2642a0ce", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From cbc87f5125bcb108b4348570faa5e720de9ea045 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 11 Mar 2022 23:37:06 +0900 Subject: [PATCH 02/24] '20220311' --- .ipynb_checkpoints/11729-checkpoint.ipynb | 6 ++ 11729.ipynb | 84 +++++++++++++++++++++++ 2 files changed, 90 insertions(+) create mode 100644 .ipynb_checkpoints/11729-checkpoint.ipynb create mode 100644 11729.ipynb diff --git a/.ipynb_checkpoints/11729-checkpoint.ipynb b/.ipynb_checkpoints/11729-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/.ipynb_checkpoints/11729-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/11729.ipynb b/11729.ipynb new file mode 100644 index 0000000..0f60003 --- /dev/null +++ b/11729.ipynb @@ -0,0 +1,84 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 12, + "id": "3b2e931e", + "metadata": {}, + "outputs": [], + "source": [ + "input = 3" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "26cb752a", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [[i for i in range(1,input+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "af05345a", + "metadata": {}, + "outputs": [], + "source": [ + "arr[0].sort(reverse=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "fb6a08be", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[3, 2, 1], [], []]" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arr" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e43d372f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 6e232031f15d02e58d660fbd05ec9586ba40cbe1 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Tue, 15 Mar 2022 20:11:21 +0900 Subject: [PATCH 03/24] '2022.03.15' --- .ipynb_checkpoints/14888-checkpoint.ipynb | 98 +++++++++++++++++++++++ 14888.ipynb | 98 +++++++++++++++++++++++ 2 files changed, 196 insertions(+) create mode 100644 .ipynb_checkpoints/14888-checkpoint.ipynb create mode 100644 14888.ipynb diff --git a/.ipynb_checkpoints/14888-checkpoint.ipynb b/.ipynb_checkpoints/14888-checkpoint.ipynb new file mode 100644 index 0000000..d0e6267 --- /dev/null +++ b/.ipynb_checkpoints/14888-checkpoint.ipynb @@ -0,0 +1,98 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "2254eda5", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "29fa82b0", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "invalid literal for int() with base 10: ''", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0minput\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msys\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstdin\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0mN\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 5\u001b[0m \u001b[0mnum\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mint\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[0mop\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mint\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m# +, -, *, //\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mValueError\u001b[0m: invalid literal for int() with base 10: ''" + ] + } + ], + "source": [ + "import sys\n", + "\n", + "input = sys.stdin.readline\n", + "N = int(input())\n", + "num = list(map(int, input().split()))\n", + "op = list(map(int, input().split())) # +, -, *, //\n", + "\n", + "maximum = -1e9\n", + "minimum = 1e9\n", + "\n", + "\n", + "def dfs(depth, total, plus, minus, multiply, divide):\n", + " global maximum, minimum\n", + " if depth == N:\n", + " maximum = max(total, maximum)\n", + " minimum = min(total, minimum)\n", + " return\n", + "\n", + " if plus:\n", + " dfs(depth + 1, total + num[depth], plus - 1, minus, multiply, divide)\n", + " if minus:\n", + " dfs(depth + 1, total - num[depth], plus, minus - 1, multiply, divide)\n", + " if multiply:\n", + " dfs(depth + 1, total * num[depth], plus, minus, multiply - 1, divide)\n", + " if divide:\n", + " dfs(depth + 1, int(total / num[depth]), plus, minus, multiply, divide - 1)\n", + "\n", + "\n", + "dfs(1, num[0], op[0], op[1], op[2], op[3])\n", + "print(maximum)\n", + "print(minimum)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2975069f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/14888.ipynb b/14888.ipynb new file mode 100644 index 0000000..d0e6267 --- /dev/null +++ b/14888.ipynb @@ -0,0 +1,98 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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5xs9hd8Iqh1qWgq/65X8rvPCt0UF1tzSr76MlFHvVr7KyegVuLrVes36YfNKn1uoqdX8Qe854B+jIYLeaW/p0I84azKsBnWmsUpX3qyorK1NZWZm+6q1SVeMZBa6aS634Qn/oU7O3Us2vxylzNKjeTr/6P57/xg31tTSre3Ak5VUutu0L6xBW/0vNOnq4Ul+d/izK9h1QVWO7Ll4xFzmgE/yInN6HUt+GoPxlZSo7F0xxudji7SPBc2W3vvtE//xXV6QaS7fI8WReqldZmV8LPq33u1TpbVbfH+50BROL/KxVVdXdGlriMsEXKlX5vT6lelTGW2/wXJnKvhOIX97NgOqX/L0H1ZXoeE/F9Lmj6/1Yb8Y6d08dN/WXTElh9Xf61ft+jFuXGPuT+XqzKr1dU/vQR31qbunWYEo3baYC30n1mJ1d3+WWNWPp583VNaTu6iq1/izGz+Pl3hDGWn7WdXXOdz/PXbtOXvUnd679uF/+mNfLFfBBt6qqW9X3ycK3lhdeRGW+P6jB381deujHVapq61NkJc8Zd8Cdu06a6vtepSpfSO04HxkKKDAQXvijbOSaApcGFI5znMS9Ti7jfjXle635bg7q4nNNqpp97/XVSlVVN6n9lUGZSf2Ymr4WJPNDdfratuj3mej6mKyE1695W/B+7z2lenwQAAAgAElEQVQYFETU11alqh/HunO5G8fs7PNG7OvDUu6t7kvL/k06yyLnmSWZiCh46bya66p0YN+s43DfAVXVNev8paAiKxSsxD1/3slzw5LuKe8BaX8Ou/s+u7qrtxQeCCjgKpS32Jn0UuaVbvlfDCj4saWobDI2uuX5ilflWxwrVK+pHyahyg75/jKqkWFT9vHYc44MBRQI5ap0l1tGUmVHFew8rKZLUuFT1ao78rCchm3qHSusa290q91XpQs7G3Sq0i1boqImwuo/51fXz4OKjEm2LIceLvbq4FMFcmQkualjYQ1cCsi1xauijYvNHJS/rEmBuO/nyXvKp4IkVy1JutmnptozupZVqPKnfXp8s1O2jFmfRUuVLuQfVFt9iWJ/u7O+q50r9P1HTIUladhURJI90bwTEQ2+fFrdbwQVikQlmyFHXqF2P1Whkoem9oh4+4h7f4969ico+2ZA9Yf9SVU5eK5MTa8tPp+nvkfe/FjvDKm7ul3hv/ep9rGEW7wCTAW+UyX/h4vPGb++0yYshd46r/M/flvBSFSSTfbN21Q+6/MfHxuROWzXgkPYGlJ3S7N6P7AUXedU0f46VRc7Ei8z38f98r8+osInS+XOmvtW0mUkJdGx51FDj1fuZIua3q/i34hOHceehIUsdu4e0bVLAYVySlW6ObkzY2KWQpf8av9xv8Jjks1ZpH1VXnkeWomyk5Toc9vkVcd3PXHOUcmJdQznVTZoW3/TgmNl0eNitjFTwffDMh4qkCvuoT0ua9jUyFiMvfWjPjW3hKb2iXVJrnOx5T9NfF1dsevkYvv6jgb17E/6yJn+QRFQ9C+SuV7O2prhoIJhQ64trvjXk3FL5vCIop/GWO1gt5o7XWro8Sa+HsWutAZfbJbf1aCe/beXHrdMmb+PLnp+Mq90y/9yv4Y+MqdahtgMOT6fp6In499zLf96NE+i4yvmdTLB+TLlYzXW9cqvqrKZdaZ4/k1Sos8wpeM/juj7fh1uDEhbK1T97Vo9nGPIliEpain86z51n25W1WseNbR55U543E9fC6KOxe+DN3jk60l8ZQmeK1NTaPH6r+TvAOujAQUuReXYufA6Pq92i9wDz1hsn4godCUky+mWOyfe2Wtc0d+bMrNW5g4idbPPG4p5fVjRe5yZe7mXB3Tt5vR3uiFXecUVOvRl9xLOe4uzrgd05oRfA1uSuA58fFE1td0yYvzWWJl9MdF98fQ92YZ4yya7X0oL901TgcYa+X/3sHYfqVP1l5wyZnbJqKXwr3vlP9Gkw7/wqq0pwXlz/rV2k1del1/+WecwT32PCuMtv8Rzg3mpXlWdsa/wecv+Xbicz3Vx6X0OuzetcqgVlTUqybI09XN0cZG3mlXTEdIjlXU6tSNPdkU09JpfJ1pqFKo6pbri5E59sQ+ExU4cK2B0QL2XInLsaVHtLtect2yGU+5dtToyUqn6n/Zq4Em3iuLunBH1H39W7R8Vqvr4j1SUY1Pkw4s68Z+bVfXThXPnrUjl3fL29Mg7/WrqBLPwBjGVFD34E7+CE0WqPV6twll3QzOfxXF7sw53nFfggxJVfHEFNmExE5YGX+6e+mvq1W5dGCyUtyDebVpUA6cPq/X9QlU3/aOKcmxS1NTgC606Udes6CL70tCPq9T+i8R1GZHkSjDLHCnf+M+W4EdtnLLmHj1Daiq7fZrMq+yQL25O7ZDnuz2JQ5OkAr2ogl01anrnYXn/0yk1bLJLE9Png7oahY6dkndzvLNKRP3tjbp4s1DVbeVy/LJdjR318q9PtEwMI9cUuBRS7hOLXUjm+XD2j6LYYn3vy79Ia97Nw/SNlGLsOwv+qhjjpuvDJpXN3LTs8MT/Tq/6Veabexn1Hy7T1CeQJ8+OxFU2LzWr/oWItu1vUZ1bCr7cKn9Ds9Tqkycn8bKzxfyh2Fmlss6ZF3nynqpOWMZK/KCMa8ExbCrQr9TDl9lGB9Xd4pervkfeO51Xr5SVuk7O2denbuaW/geQqILv9EuSBn45qIqCgiT/kLXcUGqVTJgKNNfIP5Sr0qdrdWirS3abpGhEoXd6dea5KvXmedVW51nwR7SV/IPNcsw/XyYbmMw193o1eLpMzaEKdRwvTRyMJXGd1I4G9WxNUMYKhOWxWRp4NaBIzm611JTKNfv7sxly5peq9oilqrqL6n2nXO7iBHv6zUG9/aEkDWhguFSlic7Hn/SptfGiEn0F4xFJiwTGM78DCp9p0T/+lUM2RRX+5Wk1ttTIrDmr6kdv1zfgK1NAic7bpgb7p76lgSumSv8u0ac99x44ZmmX6lXVmWAGSXfkj7FLMOd6uMMjz2uBWz928yobtO1uVcQa0vnGRl223Cr9SoMO5jtkyJI5NKjA76JJn2eTNhHR4AvNOvGGoYeT+ePExJDOf+89GZsWvrVSv0nj3ReHL1Sp5qVcOf5NomUX7pehl6p09IIpx54WdXw5wa+Im4N6+4Po/8/e/Qc3dd6J/n/fcsWwPZeOvCwa9ivIREsjJ4OGWUEHNRvDDm4HwW2V3pqM47QxqVd8KWz8deqahq9bX1O87uqaNfFGawrLorKxSaMwgXsTtQtiWuc2OMs606AdRkyLUq4yAX3rEctas57T9Vjj7fcPybYkH0lHsoxx+nnNZCbI0tHR+fGc5/k8n+d5MD/rpmFjTqXdoGDe2ID7qRFaz14hdNdZtH2ceZ+FT/vmlGHh9wp/vjwLFYCZe1wjrzTR8WMV5QvdnHmu/Jb10i/DHkyLG9SKXePKKHBvhGsTDhxFe4FjXHkzBNvaaNllTQfBjFh3teC+9TWOvXmF2DYXenK+TLu6Obdr9t/Jq16+2re8SMGRK04sCnx4h/gU+rOjijCs0FGE3x7CHwJnRws16UqE8ZE6Wp69RvMZE20DLanjWazy+Os7qQpGLA4b7/fDNU4smoSHq7Hk+cnGxzZhIcTNaBwe1di/uzGiQDQWB0yajWfdxc54lODfevCFluPs6MfxfhceTyuJpnb277CgzDm/Nwm/k8Ta1JAKaAEYTNibGqm92MWVn8dxFqiwTKpx4isXqtK6gHT0qACw4MMmbzJyMYHluUacj6QrDsuMWHc14nq7mcGrN3FvmH7MBWcaE86Oc7irMu4fM7D7AA3/2MrgT66xZ0PevqTKmVcAspLSHQukOhYKS1W6am4F8X3fz0i6d8m4YScHmhuxrwrju5yn/2ejm3Pn8j9G4xc78vccTYUJnI1gqutj//ZU6V67r53Er1oZ+FEYZ2aw5/J0kE27kpNqbKtE387I7jMomDc62bO3AfsqgLjOnjmhRzwWBaLc+TXEf57dmaQ7YK9B13My04SKCsTuJaCMEjdx9QTey5NY1lu48/YJTm7opm3bEii5p+Lc+RAgRhwIZPbSajTSpsUve/H9woI7N3BsMGJ5opGe9SY62nx4L9sXtWF+X6kjXBkGkgGCH7hoLHD8Zp6T90L4Tw8QvB5DTYLBaGPrM400brekGuvXR+7Pvi8ENcqFvxkgssqChQj+lwapPtyINd+tmc7QtM+rY0Al/G6I5BNtHHjClG4HGDA/cQD3z4c59r9DuB+vmQmEFO6EUIme9zLwgRHLeoj88BiD6ztpfPQ+ZgDPQySrQ0aLjsb+TF0k9fyeDQSnO1QWXJLwax4C47V09rqxzRx6BctmJ/s3a3xkIk74hsraQpmvhd7zfwL479bSfdyJ+nq95tD3TJHXermyZQ+7RyNcyfpL5dqk2pLcuROHh82YS2hfqiEfx94aSz2r3jrJoK2TxnwZ86vtbH3UgO+in8DDDdRqZWq9EcPwqBv7QiZ8FB1BkFaozF1gasg3Wwf4cS++jX0Fkh4KbknKsAWyiEEtldBbF4its2AZHcZ3thbb3mJD+MaI3wbL5y05WV0GLOst8E6cMSirAIneCgEqnmeGZl4rGgy5PcylDwCC+C+7NCp2OQ3pjcBKB65dRrrOezj2ey00fE5jWMX5OMZd+3EUyvwYGyOOhbV/mP2yyWwBoiTGgaJBQpWRt4dIApE3AoS3z00zn3loLkiPoQmzxQBv3ySqOjFpnPxEeIQICi6L9jfHrl5KFYJvBxh+ykZNZuNZZ3Ag/sEwoaFL+N+JMGmqYf/RFmrNwMZ++qwn8fztIfa9YcXxxVq2fsaBfd30jlbj2KEQfMvPsP3ATKZW+A0/Q1jZ8xkdR0tHxk5FsnN00hr6kl/mkDADyqM7aXmhMR0YuB+qqFoDd36dDmhOm4gSjYHJUZXx3uzKnfrOTeI4sM3c5GY2/YmJwX+IEMWxdLIp5itxk/AowBWuxeowFys8x4c52enj5vZ2jh+1Y/yPGIG/eBFPh4GeE6mjm1nRzi1DE6FBevsvERlP6h9C+P9FCCUVHJm9iMvM2OwK/vcixLDNlvk6Mprilz10nI7jeKGPVz9rwjAe4cJLR/B0qDqG2vyuimRk1mnTLKemYgz/JFVNHfrxMLvb051JxcrmSj0nMySvjzACJN8eIfKMFeu/6qxEJyIEz3gZuDqG5elu2nebiL91jI7+Vprf30NLkxPrfSkwgtlZPhq0Kr/qe0MMJYEPzhP84NRML23hrCWVyD9HYEsbtfkyb9bU4tri49jVEIldzqwyU+/wQ91BzTIzW3UpEgifMRUj0ONl+FMOHKuvEfiLLoyH23AVKr8mwvg6PAytbuDw8TqsK5PE/+kEHS93cCfZR/eOxQoGKjiedGI8cgFPn0LLM7Uaww8vEF/lZP8Wjd83lST+z36OvRwgqtTQ1t2CgxFOdnrpOBDG9UIbDX9sSm1Pw3TmQX6FzkUS9d+BT+b56L/r6aCB5GgI/8u9BG4p1LQepWULjJzqwNu5j/AXDtL2FTumOUnbeofuzCdcr0fxbIv7p3i5VLAOm7jChcuT1BzckxHQKmI8hL/nDg2FMl8LveeRRnoOpv63WEArecNH77tbOdhvJdqZ+9eFa5MCMHGNkXdBebK6eNtrKkni9giXXvMTCI1R/Ww3bU+aiL3exZEj+7j2RAPup3ZiM+de1Cach49jvhwg8JqHQCxOYnq+rhVGTGYLjmc6admxMENAcy1oJnw5ppLEb48wlD6ua3cfpvNpc+q4evYRsrtoeKYWx7r85d1cUoYtlEUKaqlEz3vofduAs6OThgkf+3o9HEoeoHNfTYGMpypM62DoVpQkpoxCJEn0VhTWOajK99FCJka4dFFFebKbM89amRmmUOgzU3GCf3ee2LoGWv7kCt6zxxi05EZHtR7MBmxNp+jfeAH/j07ieXOMeHrlJ8NKE1UPWdl5qJ+6YmNqq6owMcSdXwMZ0fNUr7gJo46Kvnrdj+9dqDmwH06fxNtfTXdr9vHP/zBSSdwllaVGOf3eKbYvubG9cxLvi0n2fKOR2j8yZc+pdTaMYeN+nFpDD0eDnHg9hvlpN5t+4uPES0Gsh+cOhSgsSXwkwMiEA/f3DlLzcHaxbXpiP32fbSD6zyMM/2SYqK02Y84wA7amPtpXnmDgO1/DOz47p5bb00htkV6NokM0SjWfiv/tCCEg/qvceyu/1JAw2N11hrqHVYZPdOBpHaPtRPZQ0qKmkqi/mWT5J5XZh8KESgKF5b9X6INmar5o5fxpL8fWt9OyzYLhN1GCf+tjGDstn8tflVBVFTChZAQwDJ80wniAjvpA+pXihXr8dgSIcvNXSZyrb2o8LCr7YNDqmXV2dEJ39vfqy05UCb02SHilBcvyKP6/DeIodv9EbzKStOL+kh3jMmCZGddTtQx2h4ncTZV0qTIjPrcM/WCQFz2XMD13lFd3KIRfeRFPpxfleHvh/R0bI44ZU06NyrjKDKNjJVYaE4SGI9k9ZEYrdf/3bobazjNyy41tQ/qtehu7C2EqifqbOLF793WNIG1FsuzyUwmfOYL/tpXG5moC/SfwnDXS+Yye+Scr9JycNhXBf2YYHrVhvRXgxFkH3c9lZJxqZPgmPwzg+asL3LyrgrmGPZ7ZAKzlyU5ObQji6x+gY98AyrpNNH6zLdUZsgByM8t1Gw3i6R9m+Y797Lnrw/fSMcwdC7efWSrUEZb7nJweGlGxqSKKBcKTcSLDQXxnAkSnrDR07aduTZxAXweD7fu48GgtLf+PW3su0VsjDN0zsfvbdenApwHTdG/8cIjEjulg4GzQ+H51Yhk2uDl1fBMXfhjg5F9eYOxuuiFlUDCtsmDd0U7/k7nzsyYYOeHBdzVKYkpJvWdmDlcH+719OM568b7UTGCZEduuFtoy73e9Wd4FGXF83s5Av48Tn7FwID10J/5PJ/C9a8DenN0plTt0J/HeSTynrxBNgPLoTtqPN85koDgO9NO3ZRDv93tp/jEYN7hoOdgwJ9hyPzsaH2Rll0sZkr8IE2Yr7ZtLmPbhflHDDPSPsPWbp7Aui2u0CReoTZoWfzvAMGYatxep0d0L0nHAR3SlGduOBroP1MzMn2l9uodXa8MEL1zgZKef+ISDtlM5dfRlRmy7GrHtapzH3lZG8YD3fZgmaFosQGvrIPGVJqq3uGg/7sSW/l7r0z286oww9OZ5zv9FK95xE419fbh0PVulDFso9z2olYwN4+s/wdAtsO3tw71RAVo43nqSjn4vzVeH2H+0k1rNhpWZrV+y4+/34V1fhTtj/LLvHbA3by0rIh55I90I/qLOgWrjUS78VQf+Wxbcx+qoWV0D0Yzo6LPFp0o3ba6jZXNdGXubtq4G16Pn8Z3wUn04lSWUvB3AezYCRDi2JztvOPeXxd/10vHyMOzoxL3dBn8Yo+svvLS2jLDnm/txri/y/RNhroUAhgn90o1tTtBJI0tNy+paOo9XM/wPAwT++hAD0xWrFUZM623sPNSP6481giyxIY51+4h8ykX3f3NifuQOIz0+WtvvcPBbpaTJGrA921O4wbrMiGWzE8tmjcrYMiP2p9uxP633+9CfZpulcMN6vgGyWOhKai60d4Ncec5BbbEumYkR/GcjWJ7tp269AijU7G3hZqgL349cOGbG8GdkeORrPPzrEJ7n03P+TF8neQIZuUw7uulbNcjJH3TxtROzw+Ha/7oRe1ndSqnjbNI1pjxO6B9T1ZyR96+RfNyR1XtacFx6pefUmvleHQF5gCmV8Gtd9L49SU1rJy2WYTrafLR6Jul+wYUlX1DcUo3DEOT8myEcTelMrTeGYJUL62oKrsIV/tklEmt2c/gLZgyA/Vk3NZePcelqPF0+Zfb4VmYWwHmZxzxWZWe4Tl8XBgXTKgXTrsb8E6sugKz9/gZ4yy2nxiMETnvxX1Wx7W3Btc2Egzgd/V3sC9Vx+Bv6qvrzfk5C+nl9hMC/WXF3dWL/xTE6+o9w6F/30LbXmfdaN6zbSuOfWWB9NRbj3AaXst5JS5+TA4koN2/B2hLmdssvJ7hhDswJthX1iJv+79XCe36O9Qe4Y3TS/kwtNtYSP3KEky82Efp6X5GFIBSsf2yFswGGRh3a89aNDhF4D6zP2j/ema2G5dz5pyEMT+yn5yu16evFgqvjVRwfDDH8cwXzauDX8/mS+TTUdNa1tKy2U/eCHf13mBHbk40c+HwVtj8yz81MWGbC/lw3Z55NEvs/YcY+aZkJaOnN3suU73ln3NZOn+LH98NDfO3ljEmWD/XRsDn7asw9JsYNLhq/XkvVBitmjaxc0+ZGun2NJGMRwgkl79QY901O5woVPI6lff/CPJXHEnF42FHS8Lr7QyX8mpfw5w/Tl3fI28K0SQEYDeI9G8HwhI5OiFVFgsWrbTi/bsP59eyXy7kn5zW/57SZ+m9Gu6YiAe9Cyug4MLs4+qoLQ754q9FK7XPt1D4HJJP6Jgaf/ujvUhl2H933oJZhjRX7xt04vlmXFXgwPr6f/i11RD5cjnUNGpMUp983cyF4eP5M4QtBj8RVL71vqVj3ulD/qp76jEmQNQvwZIiT+z0MLbPR2NWWruyZqGntw3zZh/dH14g/bddsxBRapSGvvAWICefhoyinfQy8+FW86XRRw/o6ujsaZuc00BjmEf/xIZpfuYNpexvdTeletEcb6flrG4N/4+VKRC0a1JruQTCvi3EpOELdo46c3vcSshtWmql5up0anYEh9f2TNPcMMbnaSfv/aMS6DNjopv+oBW+vj94f2jj1Qu7+aP4K3avwZcpXcUyqKpP/oRL/KEYiHuXa9TAhUwP7c9+44IV3idQQgTdjKNud2IeD+H8UofbZItWXW2FGkhYa7BlX+gobmz4DwRsREkzPY1BeZT0xqj/j0LS5kc7N+XuYlq+owrRGYXnmZ8wWIEJ0FGzpBlvswwg8slV/AOKXQfwfKNTusHPlsp/AlxzU6Zh0tOIZeiVKxoY40etjOJbqWEhNSOmk+6iBY3/p45A7iOt7fTRqFacra9jfpeL7vpfnn8kIInY3YCmYyJ+eP2+jdbaSt8JC9SMwHIunU63SZcZ1H/XdGWG5P1yLlSDRO2RlpZZ8vgAwYq+xYjid0UM2HuHC350nvmonWyu0GEU5jQit6yI5HiXwNlkNi3K3r0fudjXLqfT5KXhfrzSiTJrY2d5NYzq6bNrWxqnHQgzdsWBdkX8eoUo+JxPvpTpvxowO9h9tS2XPrm6jz5zKsuo6a6L/QJ4J35cZseioUxiMFmxa876UJbe81M6SSx0jS8FnbFIBZbOb7r3OdKXWSqPnFDXvhOEJI2qRQ2za0YL7/VZ8Lx4i/vX9uHIniv/bAHcec9O3UEPoNLLnMmkPh82ud2jOOVTynCxGatvPUJv50oSKmgRlTTU2a5zIxRGSWg3P9Q5qVwU5/3cXsH1zdvihVm98+UrMJC1yXDVlBOcVs634CtfLDJgfsWc16Cv93DNtbqB9c0PpH1TMuu5Xg9mK/X5kNBaTW7ZpHsf5LoJR7PvJ7iyb5zVUFo3vzOwEcx/vxvlrHe/RWRdVr/vxRl10NxW+CCrdJk19eRjfER+RTznp3FukLTOfTvLFqosu2AIYhZTYFinruJb2Hb8zZdh9dP+HHy4z4XgmT7/QMhPW6WDK79fS7qthucaY07IvhCwq0Ysn8Zy5RtWTh2nfYUXZMb3yRIFsB4OdhqM9NKyxpIbfzOy7gmVXC33pVFytFQArkaqbZZmZmq93UvP14m/N2o/PtdG3uQpz7lLCq+00dk3XAAusYaimsnSUL3TTbb3Evj4vvs+couWJEsLB5TwUpwviP26g87AL06Pm7MnbzbW09G4liUFnwDzfKnzpYJelUI9EGN9XuwjmDHw2rDRRpaQqflaTFZfdBAs52eZ8jiOQ6o06wdCEnZZn3FgfitL8Si++DUUmQFy+nOXESSSAmV78BGP3gN9TSumw0BSPx8BgyRoeWC7j9jb6t+e8aKnGTpDQLxK41hhhKkL456Bst5CaIrUINYzv5QDqI27qmmyYftGK/y99WLMmOs0x73NVGYY1NhxbdrP189kdC5hrafNuJX47jvKwIW/HgrLeScsxraCsjT2+M0yuUIAEyhoTVSumQ4lVGE3AaJwEpBpzUwnio2DaVCRrZ7WNTWsgcD3Cfns62Jo+X6b/asuuGOkYMmja0U63YZDBV1r56svTE8W7aH+hIRUgf2CEGXCnGirnKt1QSTfK1XtRYvcULKUEZZYrmNZUYfhEoTeZqD00ZwISWG1PD8vOCOw/1s6ZmuUzFfdKPieNm/fQ9u3dc54V01lWM6qqce6C6ulLsawKbc3sAi06JMdVJkl3giiW4oGCDFqB+lyGDY10bsh5cZmCZXs692/vOc6lX569bzPfa8LZfgrbPwUY+NExWr8fR02SyiJ8yErN1/vo/KxZYwGVNB3ZqAV7/fUMe51QUaeWoyi5T5zKzTkUOlGP5+2cF9OZlGDCajejrLBh1Wo8rLDh7m5HOT2A53n/7ETxB7pp1L0qWoWVPZy4vMwO09N99O9ehJbVCjOOXU6qMh8v5TyD1zTQ563LCtAVn6C9jKy5pIo6AfxbjMjoJOYNBcr8fOVT7n7pDR5MJVEnMubxSaqok0nyroU9j2soV5XRBB/GiBVbbGvOfLmp+bKySo/VOt6jhxpi8OUwtd86jPKb1AIjkHpmJidU1HE1a7qMyrRJ02JDHOs+yYhqw320QH1yWr5O8vQ1Yil6HeqdY6mEuuhUEvU3ZM8LlVRRJ5drzhVVySzOinkQkg+WWhn2AFi8ieJ1npiiBzU9Hw9kVNCLtaiTUS50duC/peA4cJS27aU9cI1mCxBj+MwlxrY04Mq3qoQmlfBbfkaMO3Fvq8SDPkH0/SiJVRbsD+usJK0wYV4D6o0A/veq2NlUoz9FVo1yocfL8Ipa2p+yoihm2m+E6Xq5Feim5QmdhUyeh6KeHmiWGbFsMKJ5DpbpDWhlmIgTvhFDWW+fGYdenA33q5mV5nQg9KnOOQVtOE9QS29BXvAemM9xTA9B81xWsTa5qTECO1twh1rxZa76qPXZP6ql7uFL+H8wiP3bjdhWJom948N/3UBNq/6l7vOxPnOKM19G33Z0liVZD8GVDlw7FLpO93JhrRtTsJfAuI65CyB9D3gI/psVd3oOqrpvubnW5sPzYpID391PjVZPzXzOlZZ02ZcYjRD91SSWXQ599/FMx4L2/WN6WGdpMBUnfPkCFy6Gid5LN3gBg9HE2vU1uL7VQ8PMogoGNj1eg6HXz8C7Nlo+qxD9XwNcGjfT8FlzkZUyzdQ+Zed8f3q1mY0QOtNLYEJj3jRdqfEKlu376dw+J4eydOmGSFnBoftsZq6KmQa5gnmDFctDDsx6ZiXNEiV+F9CxKIS+zKvcCnOFnpMzzwrgbpjgPwQYei/Cnelh7hgwrqnGtr2W3U+5MU9nhuar0OrJUstrdpjYdOcHihmb1YJls1nXxLDZYty5B9ai50Bfo0WzkbBMwfxEA+1PlNZgq9g8WFqN94yGevhsE13RAg33RJTQLRXzBhumMjtI7AfOce7A7L9TE+w30Jn7ndfzZKqustNwyGUDx20AACAASURBVE4lmrypQGiCWCTOpNk2r0yHcuof2pkdejoB03SvcKY3GDP9DLrGzdHEzD2trF6LdZuLPZn3NFTgGZwbLE3/dsrLPJltWBowrqliOWBab8f8UDUma4Gt6WhwF14IIsMHPpqfGcBot1AFRM80U/+aEdO6TUVnBE18GCKqmrFt0DcPqxbDp6ux4if8wX7sFcqUnrdb1xgaj0HnPi7k/u3DQzS9ViAjp5w2KcBUnNDZY/T+OAqra2nr24+jhEWXkqNhwjEFS6EVITUV7wAoOJVGjmB3PUGDgmmVA+tDzHRuGFaaqLK4NIeyVzpjLGvUTIkdRrn0lpNlB9mWeBn2oFm8oFaxSL/GsLnwma/SdTG76mcwmqhaATM9ZkZb8RW8DBZqntyD5dPOeSxROsbNi0Gia1yaQa0qewPtJoW1c/6iEhsJErQ4KhTUusNQj4fgjk7O7dUoyj5hoGqNCVbM7dNVPxoheNGCQzOotZbaQ+2o5tkQcXJ0iBN/4WM4YaGhq5FUIo+CrekobckOvC+34pk8fh9XZCl8Dqaj3DxUJDQyHsLfk+7RuI+dp0ULcp2rN5YnSeS1Q3S9NYbt2W7apgvjZSac7ccxnfXQe9bHsL1be+6VZWZch7tZftrLsecDMz3QO9uP01jWEre52zeg6N3MdFkyp8FZKCXfgO2ZTtyql4HvHCK5woKrvV3HJI8JhvoO4b9lwfXf22cf0Gtmh+8NvFmDfb5zDuSR3bsyXRFWMG9wlTElfZH7Z6WdhkPtKA9pfTZO8EgrA/e24v5WJ+0ZK78k1Rg3f+TD09bKzcPHcW9IL1i8pYWjB7z0/qCV+peTGIw2XIdTxzxeMKgFxm0tdKs+vH1N1E+AwVyDuysdiC1HweDEcgx/YMKkaOfBZE1kmpWxUYNx4wNYJdDV41hsDahZ8WiY+GicyK8T8KjeE5C/l1e7wlzh5+TdIB3fGCBR46btuwexrE63MqaSqKM3CZzx0Hr55oKtfqkr+6zIPTAryZ1bYeKjENMZWIRClW6d8/AthpxrN7uhnsr0nM7+1LzzPhrC05O+z+ecVwWzw4nTOJ+pnPUoEvQplPmYk+02Xd9VzDbsnzdnD4ksR6Hg0ULUPyoZjJl+Bk3UcuCb3bPPoMx7+sWFu6fnR08mYTx/qaw7OFhkLwrWQeMEvzNE/oHicOcnHjyFgsp6rHaw0z6AdzCAs8tV4kJPC0SzfZq6j6/UzJajFWuTAtwd4fxllU1NPanO5BKPw1jIjycd1FiUHFDNe3s/LTmvhE/nK1Mi+Fu8xL7cTdv2Un9B9gqcM51Gq6zYa4wzk7uXo3jAbT7Pz6Vchj2YFi+oVQZb06uca9Lxxnw9ZhlMjy9sRNKwxoa9IhPHztOqWtq85VR9jFg2Z8e3DattOGp2s3VHHfbMivQyI44D/Zz6YozkOiOTF+e1x5Wz0oarqZzggonab5+hZtnCzq5X8WXPS2LA+uV2uv/UiHVd7rATI/bnevj7r5CaIDHfWDzFgvOFYhMO5yhQGYvkW/VkocbfT+//C6V8yEjtgT6ql5uze09gZvje9PDXyq5btwhLeK8wYcu3utzdEFd+mWRr+35qH87+k0ExY3vaTcN7rQxevYl7w+w9aN7eQl/uUFBdpod351aRFoKR2tb+uQ3GsoNDKsO9+/DectFzokHjfi4yt1+eNPHpDIrI2SY6QnX0HXOVPymtTomQj2Nno5hWGwmf7uXCQ+3phSIebPGfXyGSdNC+rxZL1rQBBhSzjYamBkZaBxmJuLE90On2qWkTvJcNmFarBF72Yulq0c4MLdd85hLRmNMmk555sHS7PUTgOsAlLl2tw/p4qdehgu3J+7yqqZZHG+j3zn1ZT/ZCXKuudcvPvvYA1S+coq2UKSHuhwoFY1LbSj2DHIfc1GQ+gxboni5cX8sz1LYSk2oXsBSHB81lpKbpACNHvLS2RGj4szocVhMKkBgNER6z4NyS82RbaafhkFUjaaDE98xTJdukrHHR/apr3vs0o8AUPtn0Dj9cmJbIrEnU0ThjE3kHvWoqv8Moiv/AIQLrWzh1sGbeo0uyqQx7mvCubOPVZkf+LEYpwypuSQW1xCIrNB8aoKxLPXiKzke0BBiU+c8LpcuiTJiYpphnFxTQkHfFj/l4EMapz9cqc/7gQTnDX5ei1Xa2Pmpg4DUftioXjtxMrZ/6Cdw24vyz6sXdzwfCchQFDJ/INwNSvrn99FCJ31Yx/cmmBQtoJcdjRK+HGfrRQGrV4me76XzSROz1Lo607yPw6FYavuTE/uhaTHPmNnowmD6zFevZAXynhmh7aqtGppaf2Con7gdg0c05ppKo/3qHaHiEwBsBQokqaluPsn/LJMPeLk48/1XOb3bhqtuKY515/vMQzqeMXl25uXbym0S9FaDriJ/4o424LQF8/V1UKe00bvxYr8OozwqFKgNQcM67xVWRYMz0M+h1H8OrMp5BC3RPL/YCLx9ra2poO2ph+IIP//c7GBxPMjMEq65l7rNxhan4RNl63vNxtsyAslL/83jB56h64CxPHZ9lC1FniRH9FdTs3VS4PSBlWMVJUEtTKisCgHGNidoyFJ1sLV+UM2c1q7lKXKmh2PbyBk+y0zbnvR+LoOg50Bk4CubLFJpR+Um7dU2mu5iBryUgd86eOdkA09dHCT0OmcOH71RyZzXomfR5IZV3/5hwHu7DfPkCF17qwjdnTi0HDZ791K7XV2FQHnLg3FXFQg8EyhbJkzkyqzI94QbsB17l1fluRstUlJthM8498w1pVVG9y4kpd6j2VIzAd1/k0nIbW7e1099lw5Q+pdane3jVGWX47SBX3jiGf6qWbk9dnqXZiz1n8vQCV+o5udpJ91+bCf5DgJPfHdSYU+sAfS/UaC6Pfd9UVePcZZq7DxPX8LWdJLLeTu1Xujnw2dlFampa+3E8E2bo7SGG/+YIg+vd9OdZ+bfYff4gxvM0jY/g642SsO/naEstZrZinDyC98R57JoLdVT2Pl+umDD9gaH08rrsOlqJzC569GZ86Kh/LER+RvG6lp5zkvkM6uDEnPloHoB7el6KD4+tzHHMJ7OzJZKz8EsGHdeQroDJSjM1z3VS81w5+1o+W8aCGYXNp/Opggou1FLsOUveerCeicMrEfgqVn4W349KtUnNuI6+yvxz45bPvTfuRrk5UYPLXqz++3Evw+6///Tb3/72t4u9ExWXnqgvc3UKcf+UP2Hhx1MlJtNcVOVOtvtxuQ/zrrBV2OLcB6mFI1SzDVvu6qZLRZnXTVJVmVymVGTFzPKVu4BImW5foPmvDbTfh6GHgo9PmSYqbxGujbIW+1kAD0bZOw9JFXVieUmZLULoJs+NxXV7GN9PxnA85cKWO23IAkhe9fK19x38faGhhxX/UinD4OMa1BJCCCGEEEIIIYQQH2sP8Kh7IYQQQgghhBBCCCG0SVBLCCGEEEIIIYQQQiw5EtQSQgghhBBCCCGEEEuOBLWEEEIIIYQQQgghxJIjQS0hhBBCCCGEEEIIseRIUEsIIYQQQgghhBBCLDkS1BJCCCGEEEIIIYQQS44EtYQQQgghhBBCCCHEkiNBLSGEEEIIIYQQQgix5EhQSwghhBBCCCGEEEIsORLUEkIIIYQQQgghhBBLjgS1hBBCCCGEEEIIIcSSI0EtIYQQQgghhBBCCLHkSFDrY0q9EcB3ZphY7h/GwwTO+Bi+Xfo2k+MqarISeyfEfTCVRC3rmo0xfMZH4Ia6EHulW3I0TOj9KIlF3Ys8JlTUChQGsXd8+N4KU/KRTkQJvR8mPjHvXfh4mogTfj9E9IG8eB48eZ+XS0U590NSRR1Plv/5+UqXz8mp+/id0zLLr9vD+M4ECI8vwn7MW4Lo+yHCo1IxE0II8bvtAQ1qqYTf8uF7Z/GrmJHXmmnuGyrasIxf7KC+vr7ofx0X45qfT9wIMthziOZ9X814/1fZ13IIzytBwvdK22/1oxGCF28ylvuHiRgjF4PcnPOHtLtBOurr8V3P/UOYAXcTnp9o7/9SMK9zNJUgfHEQT3sz+/ZkvH/PPprbPQxeDJMooXIef/8C3iPNNLtnz/dX3c00H/Fy4X29xzgVfHkQ7pNMD0wD8V+H8JR1zY5x82KQkY8qENS67qO+voPg3dI/Ohby4+kZ4s7890JDnOB36qk/Hdb9icTbx2hu8RMBwmebaPrLIeZbGoxFggRHYqUHtT4awtPjJ1RmQ1RvuV66eTy78pa9ZXzXeAh/j4ehj0rfDf2SxG+ECH2YOoplH9N53CO5Yu/4yip78j4vCePT8cyor/eh/06aKzOAXeg45i1bi90PGsc4/hMPTe6B1H5rfr54cH9eZf2NAZrcTQzcKOfDmVLnKF/dSvMTmeXX2E2CF0eIlRTQK738XJht3WGox4M/lK9CJ4QQQvxu+M/3/ysj+Fu8xL7cTdt24+yrrzXjHa2ju7UWIyqxkSBBiwP3NnPWp+MXO2g+E8l6zdnRCd1dBDNffMRN//ecmPLuR5zgd5rxfaD9V2fHOdwbYVKNE/+XJJO6fpuTznNubJp/C+Or7yKqtSeXO2g9HaV6dzvtzdWYFUPqD1NJ1NGbBM546Gq5gvuvu3Guzv/t4dP1dF3OfCVCV/30UbHiPt6NU9fvKM3c79Vmbeqne1f+MzKfbU+fLx3vLOMcxQkeacX3YTV1B9tpeczM9CkiqRL7RQBfbxfPX3XT11XomgNIEj7zPF0XwfFsC+0HZ893Uo1x86d+vD3NXNrVyfEmG4aC20oFX4LbN825T+b8Ao37Rkuxc5R9n6b90k/z92PUHW6jdtV0A9GCo6mGrL267qO+O+suxdrUydbhrpz7sNA5Ssl/XRT7bOocB/P8Vf91VPiYWveeonuHUfNvUPi6LmUf8lKjBE97GXg3RhID5if20LLXiUUp9rkI/h4PgV+qJFeYqdnbTsu21PUwOTFGfNSoryy8G6TjeR8zR+cRN26LD1/Gb3Z2nMOh8dH8xzVdhhUoA7N+yo0A/veq2Jl7HVJquZ650ShDZwe58N5N4uNJWGHEsqGWhr0N2FcBBZ5d6q0hBs/6uXIjQRIwGG1sfaaRxm0WlGWl7kjh7yrL7Qu0tvlRdJfTY4R+6MFn6eTcXmPeYxp/34/vh0HCt1WSGFDW2XB+xU3D5hKeBbnXU4bMMmssEiR4mayyp2DZl64n5GfDfe4c7gLvSG1fx28oYCzkx3PGQuc5NxS4NvOWrQsi9XyJrnHh2qBdcGjuT4FzxY5Ozu0tVLJrfgvRiz68rw0TmzBg3rwb95/XYVtZ6DN56ndFz3falEr0so+T/3OEaCIJBgWTtRb3nzdi11n+pBR43hicdL5a4FlV6DgWrd8KIYQQv1sWIag1iToaZ2wiu8qmt5Fh2tXNuV3pf6Qf+rkVz/Dperq0okdayqpkVVKc0M8iJNc14n7all1RXWZAMdtoaGpgpHWQKz+P4yzQ2LDtPce5vemt/vgQza9YaH9tP/bMBtOc3nDtyl+ku362IvaIm/7v5a9CZ36vtvwBvWKKbnvmGlhAd0Nc+WUS87NuGjbmHAeDgnljA+6nRmg9e4XQXWfhRvf4CIGLCUy7e2h70pKzKTO2J9to//dmDp0PMPKUjZoCFffk9RGGAX4+Qki1Yy8QsMi6bzTpO0ea9+mkSnx0jOR/FPnwRjfnzs3cpenvM+H83rmZYKveBqLWdRE+XU/X1eUsL/xJ7UZqGdeR1jFV3/HQ1B+h2pI/oDVjoRomUzECRzoYHN+E+3vt2Akx+JKPjiOTHPW4MOcNoCQY9h7hwl0HLX0NmP7Jy5H+DnyrjuPeUDi8mk9mgC582jfnN4ffm/sZzWv1uo/67tJKkMoHAGIEOg/hVxo4fKwTqxFIRAie7sXzokrncTe2FXk++sEgrd+5RNWug/R9247pE0ni/zzAsZcO0Rrr5tSz1jL2J4k6DqhqKkhW9u8CpiIM/uU1lEdy/5CnUf6Im/7v2YtuNvGOh9b+KJua2jm+w4qRBJHLPnp7Wok2H6d9m477BGC1k+5zOcGI0EnqPUNEzjRTX6DMyFf26asnpDrhhgu9RR0DLIXeQd7juJD1D41OBN/z9aRKOSvOHQvztdOyg/PpesblLup1dFJlil/00HEmjuNADwctUc73nKTru9B3tK5AWZb9XIFS6oVJwgOtdP2kCuc3++j+YxOG8fR9/o2bRTsXs2k9byIMujsIfLq66FUDFerkEEIIIT7mFiGoVUG/vkMEC46sVqFK4i5gMlK1SLtVGhP2P7ViOB3A/5aFhs9pZWr5iRmsuD+js/k7FWN4KArc4dK7DdgLNhzmVv60VSLNfolabWfrowZ8F/0EHm6gVitT640YhkfdJfbizsO9EU6cCDL5sAVLbIgTJ2x0t9ZgKivjYxHcjREF1q7JvqYT92KwZlPp9+5UhNBVMDxup5zwQEVMxQi+GYJ1jdRmBQciM43J+9FASb5/Hv+HJhqOteFcB+Ck7dsqrW1+zr+/k5YtecIft4fwh8DZ0UKNGdh9gIZ/bGXwJ9fYs0Erp+p3zN0wI7ehtqMuFdACMFpxPrebK8/7GIm4sWme2yQjwUsk1jVwuMmeDugZMG120/J0mNbXLzHylFUza62g2DWujAL3Rrg24cCRL6CmQ+S1Xq5s2cPu0QhXsv4yt1EeOlGPJ6FQLOkPYlx5MwTb2mjZZU0H3YxYd7XgvvU1jr15hdg2V5kBR5WRd67Aukb6js1uQ29mr36pTjhjGVnG2XKPY4wLLa2M/GFp24zHUlGZ2F2wFXvWZHUiaGzrYkfejNVMxYKGxQN6GTKDeBpBtzkmRvCfjWB6uo+W7WbAQsu3E0TbznP+fVf+smw+Jq4xdDGBtakb93Q2odGKs7WFO3u6CLwTw7m7/O9Vr17i0riBms85su+h6YCfZGEJIYQQJVvSQa3EaBQwUpVVM0gQ/zUY7Mr8eq7LEswY7qdNq8Ft2tHNcXOQwI8G8fzoDvHE9KSfBoxr1mLZvIfOA05sq3TswpRK6MwR/KNWHFvijPxtByeXdbL/ieJVJPVWEF//AMOxJIaVVnY2H6TRrrMnfcko5xyZcB4+jvlygMBrHgKxOInp+TdWGDGZLTie6aRlh42iR2ulA9cuI13nPRz7vZasIObM8MPzcYy79uPQytKaSmU6eM+OMLa+ge5DdZhGAxw74qW1ZYQ933DjfGTuXugeflj0HRUSv0MUher/kvlikrF7Khj1NJhzNndpgMC4mYYNUTrqu7KGbOj6TVOTJDFAuUHBqRhDfUfwj1po/B+5DfXShs3N183rwyQfbqRmXcaL62qofdjP4PWbtGzRzgxRozeJ48A2c8DMbPoTE4P/ECGKo/i1/XG32s7WR2DgjQtsfSgd2EpEGXr9PJGVThryXmhjJH6dhMcscwI45odtkIySKHluMJXQWxeIrbNgGR3Gd7YW215byfcNQPKGj953t3Kw30q0s9i749yJguExo47vGiN+Gyyft+Q8iw1Y1lvgnThjUFZQK37Rg/ddBefhnWVn4SWTwDJYDkUzxIsHdkq8x8ej3ByF6CvN1L8y/WKR4JA6wtDbSSCC/80wtXtzh6fPBs8zh2QmQoP09l8iMp7EYK5hT7Mb53r9V0qhIemVGHpZ0K0wI0kTu7dknOV1Drau8XP+xk3IU5bNy3iCOGAx5/zmZSbWPgzBsTEoM+Sk3hikq38YtrXhzg3ILfqoASGEEGLpWrSglmYlcc7Qh0KS3PxFBNY0YMls/KcrixbzWn2byZMOX+r8T3OGOKR7IfVmZhg3OGnc4KRR9zfmUom9N4T/FT8jdxVqWg/SsgVGTnXgfbmZK2/YaWg+iOtTeT4+GsTTOQB13Zz5bxbUf/LS4XmesYOnaNlSWlMpOa4yuUKZzWaaUFEBRSmnyVVECcGIeZ2jZUZsuxqx7Sr/DKUYsDWdon/jBfw/OonnzbHU3DyAYaWJqoes7DzUT13ufDPJKIGeY1z4RRx1mZmaZ3tw70jPxbPeRedxG8EfeBn4zj4GVprZ9OxB2rbnNveKz1Wlywc+mutzh+qVFg6L/TJEEjvWzMALUSLXwVBjLimAkrjqpeOVKNamPuoeN1H3uCv1h4JDCpPEb4SJKRbsDxshHieKhdpS2ypTSeL/fB7fDwKEEhYautpxrSv+sYUTJxYFrJacZpcJixWIxohj02ySqaoKmFAyMn4MnzTCeICO+kD6lRKyMspUaE6tUsQ+jAAJIrfBtkJjfpqSnjcAJpzf7sFwdpDeFn8qsJ2eU6v9aEP+oYdUYfxDA/wiSozsIeaxD8NgsGBcCegObKlEz3vofduAs6OThgkf+3o9HEoeoHNfidmaapiB/hG2fvMU1mXx4kPEE2FCH4Ljy9WgMa16tipM62DoVpQkpowATJLorSisc5SekTkeJXj6GANXJ9nU3I3royPUHykerE/te5TQLRXzBhumFXHidwBLqqzJP8V48Tm1yhF7+zwh7LT42qlZqSc4pBJ+zccwNew/AL4TXrzWbtq2Zd7JGoG1DwZ50XMJ03NHeXWHQviVF/F0elGOty9ORmuJww8TsShJbFj+r8xXzVgeg2Q0RoJ8HUn55tTS8aWrLVSvhKF3QzRstM8Gb0dHuPIB2J0WKHVpi0SEodd9+H4aRdnWxvEDjrIC0EIIIYTQtmhBrdygkeZ8BzMVoFRjHM2hBX5a6/1zv+D0PupPFxruo3fY3QLSk34/R77AhIL6iyB3HnLR/t2GmWFwjgP9nPpiiOHhOBazIU/DKcnIGwNEHt5D/24LCqA8cYCWX4ToOhPAtaVhpik7G4zMtx9hBtxdRDPP73TPp3EBqnHlBiN0Kms4i44eV9PmOlo21+nfpsHC1mfcWJZZqF5nxJDbcF1pwflCH84/TxCNRGHNAk4jnDs8QnO+o9mMOGfHOVwxrUBFnGN7NGarudhF/UUdgeVknNDZY/RevMPaJw/TXtLwoOxJrtVEulmbsR7szLWuORwkxvDpAc6/EyI2YcDyOTc9X6nNDrBXRPZxXJy5VVL3ummhsjJmgqTp78n4zsJ30Wxmypx7birMtWGAOFdCMeqezJ6TqaR5FzMpFmq/3knt10v5kAGHcyfG7/jxnllL27Ozc2p5X49h3HUgNXRQR1ArGRvG13+CoVtg29uHe6MCtHC89SQd/V6arw6x/2gntboCWyrh17yEP3+YPp0Bvtg7AcKGGtrsGVkmmYGKrO2Y2folO/5+H971Vbgz5tTyvQP25q06s6ySxENDBC9f4tL7MVjv4uDx6Qm7szsqCpbXHw3h6YmmAj8rEsRHwfDpzDfoKbOK0JNtkxhm4PUYxicPFJwzccZUnOETHXjfAWeHm9qNsDbWxZH+Vprf30PbXmfeUHP4Z5dIrNnN4S+YMQD2Z93UXD7GpavxdFArmLWYzIIrcfjh5BSAYc7zzmAAprIz7LLLa/vc78sQh5zOmczfbqXuBSdXuntp/vVWGpwODHcuEfhxiPhGN31PKMwEtXLqqLnfpN4I4Hv9AiO/VGG1Hdeh/tIWSNCp8LNKCCGE+Ph7sIcf5lZINCcNT/fIWUpI3R4PE3hjZE7vrPpRiMi91P9PJuIktnVSdDRGoRVqgGDmhOsz0j2qRea8KJX1uX76Ml9IqqgTgNGMdSMkrg4T1kxgu0n4ahLLV+wZlSEDts0OuBwmcg8s6aGP5axgmBpqZmLTAkxyllTTlctPFHjTfM5R0Unw9SsnQJZ5vI3r7cUzmAxGLBuKT+C88HIq+RsLTdZcYkV8PEzgB34uvBdh0uhgj6ezpOE0WtQJMK6wYM4Y4lv4Wjdj3VDNTnsDjo0WjPnGOj9US/shFXPZwa5Ss+tMmNYCH+VmMSSIfQSsNeU9ziazBYgQHQXbmtRrsQ8j8MjWhW0k5TTE8mfN5Mo/5CvxzgWCSRvOHWMEXz/PyOdacFQ4pp4cV5kkQSwSJx6/Sfh6CHVLo/a5eqSRPo+ZwbMnaP1qxuqHe3vo3KY/+82wxop9424c36zLmr/P+Ph++rfUEflwOdY1aCwIMpd63Y836qK7SWcA/G6QE5lBuGnp57RWoNC4rZ0+xY/vhx6eP5Ox+uGhPho2683HNLAclUmri8PPbcW6Jv/EAms/30673UjRPO2kCisULFlz+ukrs+ZFjXLhpROEPuWkc/0V6us7Mv6odR3ECbQ3MxgzUdvanQ5igvXZHvoeG8T7/StEJvIFteLEoknYaJ0NHq6wUP0IDMfi6XGf6d9cYCGGcufU0nyulpjoWWU0AfHU8NyZMlR73tTs8lpHKTJd7mj8dmWjm1OnagmHhvC97CFhb8D9393UPJJTEhYJYioPV1Ntb2Tn17diNee7bquwf6WddkXn6AINZdXLhBBCiI+RBzuotVBWVlEFqGuqqTYpQJRAj5/45/bj/ko11jVG+MRyFMVA+HSRbWmtypQrqaJOLEdZqV2p0RvsKJSpkVrtMLdSasC4porlKJg3WDEtX8vWT2t9ejnLV0D8XxJkzhWRSMQBBaXwcnJFqffiJDGifHJ+29Ey9q8xwJoVjJhj3ueowLLcWQoHIIqvEplPnqEURdS0vkrL45m/p/h8Ykuip3flWtY+tInG/9rC1j8yZfTixxg+c4mxLQ15l6DPx7SjnVMlrgZmerwOJ2F89VpB0Wz3M8vKusEOb49wLeGkdjpukLjGyC/B/vkC2RiWauwECf0igWuNEaYihH8OyvbUUEb9waYcU0nU30Ay87Wkijq5PPu1ShkN0ns6jLKjkz3PqKhvH8PbU03fYWf5CyncC9JxYG5g3GA0UbUCTOvtmE0Oah6rIvET7U0o62vZf7iW/WXuAgDLTDieyZPhucyEdX36/3+/lnZfDcvzlblqiMGXw9R+6zDKb9R03omKmoTkhIo6rrL8k8rsvaVGGPyrASKfctL55dIyekybG2jf3FDSZ3IZ7XW4JanJjwAAIABJREFU7alhevVFs6dS5XDBkJnBTuPxhZwMSsO9EL6eXoLjm2g57Ma2Bs49nurUyj/80MTOb/bhWGXGlPNoMm1upHs60ejXWp+twmgCRuMkIHU8plIZaiZdPUy5Qy/TzyGKPCP0PG91Mny6GisDXAur1DyeLtPVMNfCYH02d662CjNasG13YDsRJPrHNXMDWnooVpxftqau29Yi1+1SePYKIYQQD6glGNRKLbEd+3I3bdvLnbrYTE1TZoaUgWvA5EM27OVUXDSDHrMBjvhPPDSfseQNeBQNdhScGyjF9IUezn1h9t+pSrKFFm/Od97Van5bqf2ShUuv+xi0t9O40Ujy9hC+c2EMT7Rhn+eQKuWJg5yxg1LxoVmQXGnBvt1SvGd+Xueo+Lwq+ifMLSdAlm+obGpbUR29tPOd860yEgz1dXBhTQv9z8xnqIsR+5c1GvZTccIXg0RNrlRQa4UZxy4nPKQjwDWRatDzbzHiZWT0VKKnPDPzZ9KsPe+VHsoTu3G91oHvpQtYvlWHhSgXXvIRXuWks9D8eCsduHYodJ3u5cJaN6ZgL4FxM43byz9Xwe56ggYF0yoH1oeYGfJjWGmiyuLCuUbfdpLjKpMTcaKRCOEpGw35iv57I3iP+FLBl2dsGBRwH3IS7vbR6pmk+wVXeUNEV+U01NNlsqW5P+f+ietaUW7mNwH8W4zI6CS581IXpHPoet77+9Y1hsZj0LmPC7l/+/AQTa9lZMHdHebkd08wNF6N+6gb23wy3qaSqL9JDRpT70WJ3VOwlBCZmFOO5dBdDs/sh0o8nposXltlOjQSV7109A8zZnbRebQRWwnXoGGNGRMq4bf8jBh34t6md2i5gU2P12Do9TPwro2WzypE/9cAl8bNNHzWDNf170NZJuKEb8RQ1tuxlFtVW11Dw47zdA342PTpFmp+P87wGR/Dn3LSua2EGyZ9vhOjEeKG0oNh04FegMRohLGV5ZTOFZjTMp19P3PvbJ7PxoQQQoiPjyU4UXxqie2xienZFJZj+AMTpvmmE81LdtAjt2KdiMcAJSeF/sFifrKTboMP78vPExhPwgojts+1c/xZ+/wnNF1mWJCAFoB5237at+l554N1jhZ1Ran5Knui+EmS/xInvnJ2JpTlignTHxgKNCr1U9+7whUg+aMgkZ2NWFfacDVlNiESBDv34ftlxksfeNh3vSr1/aus2B9SsGy7TytQ5RzH6awfxWzD/nkzteVud5mVxqOdKN/30eH2k8SAebOL9hcKTWYOYMD2TCdu1cvAdw6RXGHB1d6Oq5zp2TSzNfbTkvNK+HS+YH12VmHmsbE+ZkbVaiQnIwx2HGMYRyoTJl1wKRvd9B1W6Orx4xt23PdhOonLHew7nZ2lYVhpSq/am86i/dRalHyLeGgpNnS9WEeI5udTmThXambLpuQHfl787gXiZhed/6O0YEz4zFfpupidizd9HsGE1W5GMdowl3B96VvFNWOM2w0fXz0SzMoIHPh/mwlkHnvjJhx5j31lOjSMG3dSt9eFY1t6cY+SqcRGggQtDu2gVp5hzoYtLRw94KX3B63Uv5zEYLThOpy6p+MLHdQaD+Hv8WHpOIdb636tqsa5C6oLJo0p2JqO0m7oxfuNerxJA8qjO2nvbtQXXM2Y720mq3LL/oJla+hEPZ63M18xYHz7GIfeBhQzNqsJ08b7N9F71jBOg4JplULq/qnBuFHyuoQQQghYlKBWpVcTMlLb2l9+A3ChqSNcuqwCIc5fjlGze26FVO/ww4Vdd0zBsquFvpLmECnQi513Ho7p3kqVYU8T3pVtvNrsmNtzWmQeLG1l9oQWPUd6e+sXfmW4ks1nPjGNuYrKH0KpzfpMP/0V2I566wKe/mGUJ2qxvBegt8/M4dZazFkNSCPOLj2LQ4QpnBc5V+F5Z+Zel3qOY/yixou3/OxrD1D9winaniiUdWWj7lAfJSxFkKKkFxx4odQPVk6xbBwAro/Mfc1gpa6jB+cay5xhhsqGBnrO7E6tlKplfBiP24ty8FVatlR2UJNxRzfn9Axt1cyiXVyGR1wc/O5WjH9kLjkYY2t6lXNNOt54PVziXpVQzm9w86qOeSvjF8/n+UuFyn7FSu32ohspn9GCPU/Wjnl7C30lfnfh4KFWp0YZ2arranA31RR/3zIj9ue6OfOc/k0XWwio0LQS9gPnOHeg2PbjBOekOBZTePj/nOOnaxin1r2jMty7D+8tFz0nGh7EWokQQghRcUtw+OHSkUwP2xj+lBP3rigDZ49w7PcP07LNPHf1uiU5n8J8ApQxor+Cmr2btJuZFZyXo5BSztGSnIz1Ph3HxZIcDTP05iADP71D1fY2ju5zYBy10NV+khf3DbHzz9y4PmvBWO5cSjrdt2tjhUKVgcILI/wOU8yW/BkUywz5hx2NRolQw/6NCzpLzxKkYH7kfuWkPLiWZNk/D7oCy6JEFRh+qMtyFAUMn1jM0QtCCCHE/bVkg1rFV+QppQJRRfUuJyY9c+/oFuX83wwR/ZSLzm83YFupYsVL15kTDD3WPXcuGc0hXTlKCHwtX1GFaY1SkWFdC+JulJsTNbjsi9mILO0cFb/m9Dd+yl1R6mMhY0iItvyZYpkiZ/fR8ZaK8uhW3J5OaqdXQDQ76TxjJ/xjP74fdBD4voO2U5Vf/S5rX4qdzyKrZOlmdtHzqmv+2ylDlb2BdpPCWuBOhbZZyeGn8xH/1U0mt7nYVHB45sdd4eyWuRZr6H/xBS8qHYSqZNmvJTOIFLM6cZrM2sHZYmVnCXUE5SEHzl1VLMCixFm0s4EzVKpsLEFVoWO8YIpdt/qee8UZsB94lVfnuxkhhBBiCflPv/3tb3+72DsxV5L4jTAxxYL94XJnGBWa0hOmZq1spVNyXGVyhYJSgThU8qqXr73v4O+1hh4K3Sp5TiolORomHFOwbLYUXoFsvqaSJDEUvY6TE0kMK0o7QA/CcVVvBPC/V8XOphrKmdaqmKSqMrlMQSknkDOhok6lVohdFIkooVsq5g02TGXsf+LDEFHVjG2DCQNJRl7+GiOP/30Fhh7O49k1j7L5QZB9TEvwIPzuIisUf+w9COdgHuZVXs+zLFlc5a/4K4QQQnycPKBBLSGEEEIIIYQQQggh8pOZWYQQQgghhBBCCCHEkiNBLSGEEEIIIYQQQgix5EhQSwghhBBCCCGEEEIsORLUEkIIIYQQQgghhBBLjgS1hBBCCCGEEEIIIcSSI0EtIYQQQgghhBBCCLHkSFBLCCGEEEIIIYQQQiw5EtQSQgghhBBCCCGEEEuOBLWEEEIIIYQQQgghxJIjQS0hhBBCCCGEEEIIseRIUEsIIYQQQgghhBBCLDkS1BJCCCGEEEIIIYQQS44EtYQQQgghhBBCCCHEkiNBLSGEEEIIIYQQQgix5EhQSwghhBBCCCGEEEIsORLUEkIIIYQQQgghhBBLjgS1hBBCCCGEEEIIIcSSI0EtIYQQQgghhBBCCLHkSFBLCCGEEEIIIYQQQiw5EtQSQgghhBBCCCGEEEuOBLWEEEIIIYQQQgghxJIjQS0hhBBCCCGEEEIIseRIUEsIIYQQQgghhBBCLDkS1BJCCCGEEEIIIYQQS44EtYQQQgghhBBCCCHEkvOfF3sHHlhTcUIDx+i9aGDP8W6cq8vYxt0Q/h8MELweQ00aUNbZcP1ZC3UblJI2o94eJvDD8+ntgGGlGdsX3bQ8aUNZVsqGRvDuO8bw9k7O7bWVtA/xix00n4nMed3ZcQ73xpI2ldre+358PwwSvq2SBKx7T9G9w1j6hoqpxHkUQgghhBBCCCHEA0eCWhrUW0FOvjRA9A8tVJW9kRGOtQ3CU/vp/nMLRlRiw4P0HumAY33UrdO5nYkw/pfOo253p7cD6ugwgy910bGsj74nzTo3lGDY6yP+sKnMHwRsa+HMc/asl5Z/stSNJAm/0ornpyZcB7tpsZpRDEnU/zCUv195VOQ8CiGEEEIIIYQQ4oEkww/nSBD6n0MY/6yP/q9vpWju0ESc8PtRErmvKw7azvTT9qQN80oFZaUJ6y43DRtjBH42N+MJEkTfDxOfyHl5hQ13Xx8tM9tRMD3ipPGLFmIjYeJ6f9U7Jzjx77vZ+Ziq8xPZ4qNRDIoRJb0P0/8ZSskUA/jAj/fHRhqOdtKw0YyyAlhmQKl4TKvE8yiEEEIIIYQQQoglRYJacxipOdiDe7POjKbxEP6eIe5o/W1OwMdI1SpQJyY13nyHoR4/oXF9X5v4lzj8FwVdAxnvBuk9DQe+6cQ4oc75m8cTJD6V+aJK+PQhfDeSsy9NJbGs0XdMkjcGOdRykhGN3xL+2SXUbS52rtG1qXko8TwKIYQQQgghhBBiSflYDT/0+Xz87Gc/A+BP//RPcbvdi7xHOaYihH8O9ucspX82qaJOACSIvu3H+1ML7qM1xYNaU3GCfzOAsvc4NUYI5/7992vYubqVVg/0tTsxLVMJn27F89Fu+pqm06eSqCUmeKmaH4gRuZ7E9pQN/YlZcYLfacb3gfZfrU39dO+SwJUQQgghhBBCCPG75mMT1PL5fASDwZl/T///gxTYiv90gEvLnfz/7N1/TFz3ne//55Yd5M1ZR8PXmxHV2FVmcz1p5ZF1J67M5gYTha0ydlvSrR2RSRPSpWM5JuaSUvuaywbhmjvtfPGasKH24kae8g0kKUWJ801p1x4rod8k9PYS1eXKmmhjvO5EjecWjesyWnR2kUck3z8YYBhmYAbwD7yvh2TJnJnzOWc+5/f7fD7vT+PW/BLFA8TeCswmal9XQlXDXjw5tHaKne2ge10dL5Zl6YBXYOCubudAVz31gWs8VdxP9+gu2g95sM20NBsjHoPIuXqe6EqQACxWF9ser6LqIce8wJplUxXHgpkWNsbYqAWbJUbohQ56359KoG/dtJ2a2irc6zLNY8PzvT48i/9UEREREREREfkP5LYJak230Eqfdl2CWueDVPpDcya1VE7/7cSXYZQ989IpOl6KUd7QiGtNcuKVEE37gszJsLWvkul4UOrIgrYdfvp2AJMJ4r8dIPh8LXu2NnO8eqrVU2LcZKZT42cKMQwLjIbo+Ol6DhwtWbhFV4GBu/oQ3sP1BH/poflkakALwIbnO8dwFRpY1xgUXjOJXeqns7WBpj+2077LnrFOZiXr5DNRIhQS6+vF9swhXqy1YvkkxuAPmwg0gf9YFc58c3SJiIiIiIiIyH9It01Q64ba7KOvLxksuxKiad9lvH0+XNm+Pxoi0HwGW+0RfJtTwkt3efD3TbdBChOs7GV9hoDYHAUWrBs97H82RnVzP0OPuihdG6bb18JMSGmjj2MtboZ+0EtRZSvOT0zMZH6reLILozluUnhHMtH7pMlw12F6C3dStWWAQGB9sitiynLX2ZgZZ9FiYN/s5cDuEfacPEN4lw9Xap1kM2HFxjVsjx+gYmOyA2KBjdKaGsKPH+W9D6twbkqfSd0PRURERERERGS+2yao9eCDD87pfjg97aYbHaTt8OsUPe2n7v4VHINvnQ07F6bybK114evrY05I6UqIoYsmIxdrGZo3cwfV7yZbgm0yGe6q5+jvkl0OqWB9Vz31h0nrgjifdZ0dEvOnJ86d4G+fN6k5sZ/StSkfrCmiaG0hFKVl1CqwYStOMDZJBup+KCIiIiIiIiLz3TZBreluhrdUovjxYYKHOxl7pB1/2cq2JjL/5QIRi42KtVm+MKcV2KzwyUpaaKZvd7Jd2ZVB+ufk0JrOsdVC/4fl+DZlT+kevxqFYhdFadMtd9pY/zkT67xZnZSUQef5KFUb7bOTzQiRURuO9IJERERERERERLK4bYJaMBXYuuGBrLVuvA1O1qdPN8MEDwYIl/k5VGpgjs8dDXCm69+M9ZQ3eDHSg1QfhjgRMSjf7Ma+rpDCyWvELvUT7Bxi/WNHKFnD8tzlobkpbVqBgXt3K+7pv68O0fOWSUlpCfY7AUxivz5F28nLeBr2Y0+bnY07aQ1kXpzzy16Mbx+mo/gQvq02CuMRBl7q5jef30XVhmX+FhERERERERH5D+O2CmrdFGtsuLZkmH5piNBV4I0m9ryR/mGmZPJWHFsydE8stmN9s4eO1zqJjScAC8YGF55n2/FuuUG5pIz1OOJBOpqDM+tg3bQNb0s75ffkOZLjXR78RwxO/LCJPS+YJCwGzrIq/DXlKDOWiIiIiIiIiOTqTz799NNPb/ZKiIiIiIiIiIiI5OMzN3sFRERERERERERE8qWgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiqo6CWiIiIiIiIiIisOgpqiYiIiIiIiIjIqqOgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiqo6CWiIiIiIiIiIisOgpqiYiIiIiIiIjIqqOgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiq86c3ewVuWZMxhrvbOHrawlPH/XjuWkIZV4bp/VE3ofNRzIQFY4OLim/VsXOTkVcx5seD9L/6erIcsKy14/qqj7pHXBgFS1ivmYKH6NjTxuBDzfTtdi341djpJmq7RuZN9zT14duc/6Jj53oJvhoi/LFJAnDufhH/w9b8C1rMYttxhbaRiIiIiIiIiNxYCmplYF4KceL5biKfdVC05EKGaNvfA4/uxf+MAysm0cEejh5ugrZ2dm7IsZyJML3Pv475kC9ZDpijg/Q830JTQTvtj9iXuIJxBjuCxO625T5LWR1d33TPmVR4R77LTRB+qZ7A2zYqDvipc9oxLAnMTyz5FrSoRbfjSm0jEREREREREbnh1P1wnjjDbwxg/VY7x57expLbDhkl7O86xv5HXNjXGhhrbTh3+PBujtL/zvwWTxAnci5MbCJt8hoXvvZ26mbKMbBt9FD1VQfRoTCxTCV9NEx4NLHwr3y3k85/38X2L5g5/ZzYaASLYcVIrsP0P0u+LcUu9tLxcyveI814N9sx1gAFFowVj2nlsB3z3kYiIiIiIiIicqtQUGseK6UHWvFtya0FU+KDHhrqTjA0nuHDeQEfK0XrwJy4luHLlxlo7WU4UzkZxP8Qgz83yNRJ7vJbAXqHx7LPfCXE0ZNQ8x0P1oncglpMJnAUL1QnMUKBAKHRuVPN80EausJMh9jC75zBLKtge3Fui126HLdjXttIRERERERERG4Vt1X3w2AwyDvvvAPAgw8+iM/nuyHLNc1cA0MjhH8N7m868l9IwsScAIgT+UUvHW878B0pzRjUWngdYoR+0I2x+zilVgjntnAW/4k2SrfbqD/YAkea8RRPBbTqWyPsavMx1RArysj5BK5HXeTeMCtG6Llaghczf+qsPoZ/Rx5dKBeznG0kIiIiIiIiIjfMbRPUCgaDhEKhmb+n/3+9A1uWTVUcC+b23djb3Zwp9NC4Nf8k5LG3ArOJ2teVUNWwF88SWjvFznbQva6OF8vy6Vg5RjwGkXP1PNGVIAFYrC62PV5F1UOOmcCa4fbRXh+k/mAL1x630//jKLva/CnrOcbYqAWbJUbohQ56359Kzm7dtJ2a2irc6zIt24bne3148v+pS7KcbSQiIiIiIiIiN85tE9SabqGVPu26BLXOB6n0h7J86MSXYZQ989IpOl6KUd7QiGtNcuKVEE37gszJ3rSvkukYWerIgrYdfvp2AJMJ4r8dIPh8LXu2NnO82oUlY2umWiq7kv99ODm64WiIjp+u58DRkqwtvBKmybVPpv8qxFhrAWx4vnMMV6GBdY1B4TWT2KV+OlsbaPpjO+27ZpPVG24fhx5tor5rEE9T19zA29UoEQqJ9fVie+YQL9ZasXwSY/CHTQSawH+sCudyRnNcpozbSERERERERERuSbdNUOuG2uyjry+PYNloiEDzGWy1R/BtTgkn3eXB3zfdBilMsLKX9RkCYnMUWLBu9LD/2RjVzf0MPeqidO3c1kzhk5X02tO65U3G6P9BL0WVrTg/MTGTubviyS6N5rhJ4R0mA99PDY55aO7z4QJYZ2MmdGUxsG/2cmD3CHtOniG8K/kdwBwOcvi1QnY+6WbgaAvrk10RATCs2LiG7fEDVGxMdkAssFFaU0P48aO892EVzk3pP/gGdT/Mto1ERERERERE5JZ02wS1HnzwwTndD6enXW+Jcyf42+dNak7sp3Rthi+MDtJ2+HWKnvZTd/+Sx1Kcb50NOxem8mxlWm66Pw4zdNFk5GItQ/M+7KD63WTLsDy6+lnX2SFlkEVzOEj90chMl8OKDUHq9zfBdBfENUUUrS2EorSMWgU2bMUJxiYzLeUGdD+8XttIRERERERERK6b2yaoNd3N8EYnirfcaWP950ysmTKfjw8TPNzJ2CPt+MtWMJk5YP7LBSIWGxW5BLQgrVXYrPDJSlpIdk/MU/xqFIpdFAEQY/Dnc3NoGW4f7QeCtJwOU17twoKTkjLoPB+lauNsl0XMCJFRG46ivFdh+a7jNhIRERERERGR6+e2CWrBVGDrRo14OGPjTloDGaabYYIHA4TL/BwqNTDH5w4fWHiHgWVO/qj1lDd4MdKDVB+GOBExKN/sxr6ukMLJa8Qu9RPsHGL9Y0coyZD7af2XGvGuWcEI0dUhet4yKSktwX4ngEns16doO3kZT8P+ZLdEG56m5nmzGm4fre7Zv51f9mJ8+zAdxYfwbbVRGI8w8FI3v/n8Lqo2rNwq5yTvbSQiIiIiIiIit4rbKqh1S7k0ROgq8EYTe95I/zBTMnkrji0Zur4V27G+2UPHa53ExhOABWODC8+z7Xi3ZG5ZZL3bzYp2ojPW44gH6WgOzqyDddM2vC3tlN+TZ/6puzz4jxic+GETe14wSVgMnGVV+GvKueHtpPLeRiIiIiIiIiJyq/iTTz/99NObvRIiIiIiIiIiIiL5+MzNXgEREREREREREZF8KaglIiIiIiIiIiKrjoJaIiIiIiIiIiKy6iioJSIiIiIiIiIiq46CWiIiIiIiIiIisuooqCUiIiIiIiIiIquOgloiIiIiIiIiIrLqKKglIiIiIiIiIiKrjoJaIiIiIiIiIiKy6iioJSIiIiIiIiIiq46CWiIiIiIiIiIisuooqCUiIiIiIiIiIquOgloiIiIiIiIiIrLqKKglIiIiIiIiIiKrjoJaIiIiIiIiIiKy6iioJSIiIiIiIiIiq46CWiIiIiIiIiIisur86c1egVvWZIzh7jaOnrbw1HE/nruWUMaVYXp/1E3ofBQzYcHY4KLiW3Xs3GTkVYz58SD9r76eLAcsa+24vuqj7hEXRsES1mum4CE69rQx+FAzfbtdC341drqJ2q6RedM9TX34Nue/6Ni5XoKvhgh/bJIAnLtfxP+wNf+Csi+B0HO1BC+mT/fQ3Odj4V8rIiIiIiIiIrc6BbUyMC+FOPF8N5HPOihaciFDtO3vgUf34n/GgRWT6GAPRw83QVs7OzfkWM5EmN7nX8d8yJcsB8zRQXqeb6GpoJ32R+xLXME4gx1BYnfbcp+lrI6ub7rnTCq8I9/lJgi/VE/gbRsVB/zUOe0YlgTmJ5Z8C8pJ6bNdaUG3QvILKYqIiIiIiIjIrUjdD+eJM/zGANZvtXPs6W0s2nZoIkb4XIR4+nSjhP1dx9j/iAv7WgNjrQ3nDh/ezVH635nf4imrNS587e3UzZRjYNvooeqrDqJDYWL5/bgZ8Xc76fz3XWz/gpnT92OjESyGFSO5DtP/LJlaimWrE4CLvXT83Ir3SDPezXaMNUCBBWPFY1oxLn9kwbAaaet8fYJnIiIiIiIiInJjKag1j5XSA634tuTYgml8mN7WAS5n+mxewMdK0TowJ67N/+6VAQJ1DZy6lNti43+IwZ8bM62OEh/00NQVZk6IajJGyN9C6Er6skIcPQk13/FgncgtqMVkAkfx8usk/M4ZzLIKthfnVtSyJBysz6MhmoiIiIiIiIisHrdV98NgMMg777wDwIMPPojP57vJa5RmcoTwr8H9TUfGjxPmAgGmhIk5ARAn8oteOt524DtSOhPUsny+nJKfHKShq5HWahfGZIzQ4Xpe/1wj7an5wCZjhH7QjbH7OKVWCOe04gkWWrXcRRk5n8D1qIvc20tly401xVl9DP+ODJGrCZMVWWURERERERERuSXdNkGtYDBIKBSa+Xv6/7dSYCv2djdnCj00bs2Q1emucpqD5dnnfSswm6h9XQlVDXvxpLZ2KrBTcegIHD5IQ9dTlEe6GXA00l7tmpNDKna2g+51dbxYlk9S9jHiMYicq+eJrgQJwGJ1se3xKqoecuSRo2qMsVELNkuM0Asd9L4/lUDfumk7NbVVuNdlmseG53t9ePJYWwDG48SIMLT/CYITCcCCddM2vE9WUX6PsmqJiIiIiIiIrHZ/8umnn356s1diJTz11FNMTEzMmbZmzRq6u7uXXuiVEE373mNb+uiH54NU+kNZZnLiyzBaonnpFIHmMzga2vFtNlLKD5Itw1bGkQUnE8R/O0Dw+SAXtjZzvDqt1dPEMCdqAgxs8HGsxcOcNkyjIZoOR9h1dC/u5CqET1bSwuzohwnT5Non0zMUzuaguhojWmhgXWNQeM0kdqmfztZTmDvbad9lz61OPhOiqaaXmN1JxTM1bP9LK5ZPYgz+sImOD7bhP1aFczmjOaaJj0axGFYK7yjk2r/FiPysk8AbJrvySdQvIiIiIiIiIrek26al1g212UdfX7IF2JUQTfsu4+3z4cr2/dEQgeYz2GqPzAa0AO7y4O/Lsw1SgQXrRg/7n41R3dzP0KMuStcmP5uM0v/9o4S3VrHz9920dNmnuiICTMbo/0EvRZWtOD8xMcenZoknuzSa4yaFd5gMfD+1q5+H5unftc7GzDiLFgP7Zi8Hdo+w5+QZwrt8uHJx5nSJAAAgAElEQVSpkwkrNq5he/wAFRuTwbICG6U1NYQfP8p7H1bh3JT+g5fY/RCwFs+ODGlZa8f1+AF8l/YQfCvMzuqsW0tEREREREREVoHbJqj14IMPzul+OD3tphsdpO3w6xQ97afu/gW6/EX7aTjYj7vlRbz35FDuOht2Lkzl2VrLVEDr8EH6P9dI+24XxuR9GIcPUn8y+fcfhxm6aDJysZaheYV1UP1usmVYHl39rOvskMjxywBriihaWwhFaRm1CmzYihOMTWaaaYndDzOyYiuGRMbliIiIiIiIiMhqctsEtaZzZ91SieLHhwke7mTskXb8ZYsMw2cUYV/nwHZnbkWb/3KBiMVGRbKVVuLDMwxOB7RgNsdWIMjgFReeLK3C0rsf5iN+NQrFLopynsNJSRl0no9StXG2FRVmhMioDUfuBS1RnNgo2L5w3RckIiIiIiIiItfZbRPUgqnA1g0PZK11421wsj59uhkmeDBAuMzPoVIDc3zuWHyFdxhYUvNHWUup6yidX/6HIU5EDMo3u7GvK6Rw8hqxS/0EO4dY/9gRStZMfc2yyUdrete9AjsVTc3L/IHA1SF63jIpKS3BfieASezXp2g7eRlPw37s6d/PVieA88tejG8fpqP4EL6tNgrjEQZe6uY3n99F1QrmuYr/qoczEyVs+6IdK8BEjKHX2ghGPTTWz1tjEREREREREVllbqug1k2xxoZrS4bpl4YIXQXeaGLPG+kfZk4mn1GxHeubPXS81klsfGoUP2ODC8+z7Xi3LNL6a6UY63HEg3Q0B2fWwbppG96W9swjCWarE5jKI3bE4MQPm9jzgknCYuAsq8JfU85K/hpjvYP4jzpoOhnDTABrrLge8OI/Uo5Dgx+KiIiIiIiIrHq3zeiHIiIiIiIiIiLyH8dnbvYKiIiIiIiIiIiI5EtBLRERERERERERWXUU1BIRERERERERkVVHQS0REREREREREVl1FNQSEREREREREZFVR0EtERERERERERFZdRTUEhERERERERGRVUdBLRERERERERERWXUU1BIRERERERERkVVHQS0REREREREREVl1FNQSEREREREREZFVR0EtERERERERERFZdRTUEhERERERERGRVUdBLRERERERERERWXUU1BIRERERERERkVVHQS0REREREREREVl1FNQSEREREREREZFV509v9grcsiZjDHe3cfS0haeO+/HctYQyrgzT+6NuQuejmAkLxgYXFd+qY+cmI69izI8H6X/19WQ5YFlrx/VVH3WPuDAK8iloiI49bQw+1Ezfblde6xA73URt18i86Z6mPnyb8ypqqrxzvQRfDRH+2CQBOHe/iP9ha/4FZS6d0HO1BC9m+Xijj2Pf82BboaWJiIiIiIiIyI2noFYG5qUQJ57vJvJZB0VLLmSItv098Ohe/M84sGISHezh6OEmaGtn54Ycy5kI0/v865gP+ZLlgDk6SM/zLTQVtNP+iD3HguIMdgSJ3b2MUE5ZHV3fdM+ZVHhHvoUkCL9UT+BtGxUH/NQ57RiWBOYnlqWv1zw2yv+ui9JP0qebDP1jLT3FDgW0RERERERERFY5dT+cJ87wGwNYv9XOsae3seS2Q0YJ+7uOsf8RF/a1BsZaG84dPrybo/S/M7/FU1ZrXPja26mbKcfAttFD1VcdRIfCxHIsJv5uJ53/vovtXzCzficxGmb4o3jGz2KjESyGFSO5DtP/LJlaik3ECJ+LkLGki710/NyK90gz3s12jDVAgQVjJWNagMUw5q2rMRlm8JydnV9yruzCREREREREROSGU1BrHiulB1rxbcmtLU/igx4a6k4wNJ7hw3kBHytF68CcuDY9N+GXmgieTws0jYZo8YcWDFjF/xCDPzfIqSPjlRBHT0LNdzxYJ7IHtcaGewm8dTnzh5MJHMU5tm8aH6a3dYBMJYXfOYNZVsH24tyKWknRd/sJb65gW66N20RERERERETklnVbdT8MBoO88847ADz44IP4fL4bslzTzB4ommNyhPCvwf1NR3KCBdeXSuhtbCB4oBXfZgNGQzTtfx1HQ/vcLnIJE3MCIE7kF710vO3Ad6R08aDWZIzQD7oxdh+n1ArhPH9bcuHk+hMXFmXkfALXoy5yb5i1cH4sZ/Ux/DtyCLZNjjDwZozS5bS+ExEREREREZFbxm0T1AoGg4RCoZm/p/9/vQNblk1VHAvm9t3Y292cKfTQuDUlFGWvwB+ApsYGgo+XE/nxAI6G9qkAV+q8bwVmE7WvK6GqYS+eHFo7xc520L2ujhfLlhPKGSMeg8i5ep7oSpAALFYX2x6vouohR26txZLljI1asFlihF7ooPf9qQT61k3bqamtwr0u0zw2PN/rw7OMtQcw3z/DGbZzaMsK93MUERERERERkZvitglqTbfQSp92XYJa54NU+kNZPnTiyzBaonnpFB0vxShvaMS1Jm0WewWHno2yp7UX++5j8wJaALYdfvp2AJMJ4r8dIPh8LXu2NnO8eqrVU2LcZLpTI58pxDAsMBqi46frOXC0JGvgKXyykpazqVNaqJz+e2aUQBue7xzDVWhgXWNQeM0kdqmfztYGmv7YTvsue8Y6aamc/jtZJ5+JEqGQWF8vtmcO8WKtFcsnMQZ/2ESgCfzHqnDmM5pjzqIMvDaI7Wvt16l8EREREREREbnRbpug1g212UdfXx7BstEQgeYz2GqPZAxYEe3n8AthSp7cyeWXWwgWt2b+HkCBBetGD/ufjVHd3M/Qoy5K14bp9rUwE1La6ONYi5uhH/RSVNmK8xMTM5nzK57swmiOmxTeYeDa3Uff7qnPYqebqI166dvtmr/cdTZmUlFZDOybvRzYPcKek2cI7/LhSq2TKyGa9l3G2+djTkkTVmxcw/b4ASo2JltMFdgorakh/PhR3vuwCuem9AWvQPfDDwc49bGLqjIl0xIRERERERG5Xdw2Qa0HH3xwTvfD6WnXW+LcCf72eZOaE/spXZvhC6ODtB1+naKn/dTdn6ELYLSfpoP9s10Otxg0HawnmKEL4hzrbNi5MJVna60LX18fc8JsV0IMXTQZuVjL0LyZO6h+FzxNffg25/mDU1jX2SGRxwxriihaWwhFaV0AC2zYihOMTWaaabndDxMMvXWGa2V1bFMyLREREREREZHbxm0T1JruZnijE8Vb7rSx/nMm1kypmsaHCR7uZOyRdvxlmVoTJQifHZybQ8tegf8ItHQNEtvsIVsbJPNfLhCx2KjIFEgDuMuDv29+KCh8spIWmjO3xspT/GoUil0U5TyHk5Iy6DwfpWpjSqspM0Jk1IYj94LyWMn3CL1rw9tekkdyehERERERERG51d02QS2YCmzdqBEPZ2zcSWsgw3QzTPBggHCZn0OlBub43OEDC+8wsBRYcFW3Mi+8ZK+guSn5/w9DnIgYlG92Y19XSOHkNWKX+gl2DrH+sSOUpOfnWoYit5fGL6yf/8HVIXreMikpLcF+J4BJ7NenaDt5GU/DfuZ16lvrxtvgJENJOL/sxfj2YTqKD+HbaqMwHmHgpW5+8/ldVG1Yud8ybeRnvYQ3e6lTz0MRERERERGR28ptFdS6pVwaInQVeKOJPW+kf5g5mXxGxXasb/bQ8VonsfEEYMHY4MLzbDveLYvkksqTpdiFO9MHxnoc8SAdzcGZdbBu2oa3pZ3yezJ0kVxjw7Uly0Lu8uA/YnDih03secEkYTFwllXhrynP2iptySaGOHPapPTZbajnoYiIiIiIiMjt5U8+/fTTT2/2SoiIiIiIiIiIiOTjMzd7BURERERERERERPKloJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiqo6CWiIiIiIiIiIisOgpqiYiIiIiIiIjIqqOgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiqo6CWiIiIiIiIiIisOgpqiYiIiIiIiIjIqqOgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiqo6CWiIiIiIiIiIisOgpqiYiIiIiIiIjIqqOgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJaIiIiIiIiIiKw6CmqJiIiIiIiIiMiqo6CWiIiIiIiIiIisOgpqiYiIiIiIiIjIqqOgloiIiIiIiIiIrDoKaomIiIiIiIiIyKqjoJbcFhKmiWkm8p2L2AfDDH8Uz3+B8QjD58LEJvKf1fygn2DXINH8Z5UbJWFijue7P8nilnHM3RKiDHYF6f/AzHtOHfdpJpZ2jKke0yyxHm8ViXGTvC/d8h/XZAJz3CQxebNXREREbiWrPKg19wFp5Me11LYPkPfj0vkglZVNhK7kO+PUA07w3eXfXsdON1FZGSS87JJugNSAztUB2upq6f0w30JihJ6rpPLkSvziGAPfr6b6+wPEMn6e7UF0jOFXAwTeupz/In83QKC1l+Hx/Gc1fzdE6PQFxvKfdYWFCVZW0nQ6c60t6HyQyspKgufnf2RGBzn1Qgu1+6p5orKSyspKKiufoHpfLS0vnGIwmn9AYK44kXPDhEcTy9j/FhZ7K0C1rzvD8ZjcbysX+7eUY3nlzicZfdhLbV0bA1dznL4M2QMPyzjmroRoyrLP5W08TP+SglNjXDgdYuh3SwhqLeW4z/qb4wy011L745EcC0o5ZrgZ18r5wi9XZznGFnZz6jF5r/FBjJWIv4RPVlL5XCjL9SrPshaox/gHIXpaG6jd80TKuekJ9tQ1EHgpRHgFj/kFZa3/MN2+agJvZaiJ63BeWu3mnFcXOBZv1HZf9L51oQDUAvcQC5b9QTfVvgADf1zSGq/gfaeIiNxK/vTGLzJMsLKF0AYv7Ud2Yi9I+/h8kEo/NPf5cC1a1tQDUtDRTN9uK9fMGLE/JLiW9q3YuV6Cr4YIf2ySwIKxwYXnGz68W2zL/C1TDzihh+7DV2Zf8JvmpRDBk68zdCk+tQ533Uv5t/ZSlec6hE9W0nLWjretnZ0b5n1KsLIFmvrwbV68LPNSiBNHgwxtaaZv9+K1PeN3AwRaI/iO+/GQYGw0hjW90scjDLzaQ+8vw8QngDVWXA94qfpGOY61uS8KIPrLEwRfeo9wPAEWA5uzHN8zVbjvyrWEqe0UKa6gYpOxyHdjhJ6rJXgx+zc8TX34ss19uonarswPSO7aLhrLFlt+quSxkstXN/o49j0Ps3uTSeR0kI4fDxKdsGBsKMH7jA/PPYss/3yQSv8CS3x44X0l8UGQ+sMDFD7kY/93G3HcZZn97EqE915ro7P+DBcOHce3yZK1nIVdZqA1QKT6GP4vZtn/FjB1DGX6xDm1T+eyXy1SD0uT+/lknvEwp/6xhzMfRIhPgGWtjXu37qTqyXIc05v8mklsdIzEJ2nzZpu+DFOBBwcl1aXk+kvMSwP0vNzLex/ESQAWq4ttj1dRVebASL9OLCD79vXMXlcmogydDsGcc8LCx5tngfPqyh73ubhG4g8xYmtz3fFTjpkdtszXSjPCwMuz52zLWjuuh5+i5lE31jzqnyshmvYFyVQbzuTys1moHqfPcSsr13pM3muQfp6db+5+nLzfeLIGr9ua36otox4BYmebqD8Z4d5djTTW3ovdSJ5vJxOYoxfo7wrQUvcevn9Y7JyX43Vo3jVomVbsvLT4NX3GvN+Q6zXYM/+edbFr6bS0a0nmY2Dq2uTO4by6Mtt9sTqb+r2Lbus/DhDYF8SR4z3pSon/oo2mN+zUdXhx5jFfYnSY/p/0M/DBBWLxqfC1xWrj3k3lVDxWgbt4qfcsIiJyvd2EoFbSx710ninF/5XFLotZbio2+jj2Pfeii4m/G6D+WIT7qhs5/rATK3FGzgY52lpPpPY4jWV53mimSJwfYhDg10MMm27cWZ5bph/0i3YcoL3Fje0zs+twYXc7/ofzvQ2M0nuin9KWCmz5PGxMm4wz/HKAo28b3DsvMDYl28PFQgGd2fJH6DnYxJm1Hg4cacRdbCExOkz380dpOBjFf6wKZ47rHX83wMFjEUqebeeVv7JhGR/h1POHCezrn//ljbmVuTAbnu/1Mf3oNFUPjgw3rFnm3uGnb0faxIs9VD/Xj82a74OtC1/f3PqO/byB2pcilDf2sXeB3T92NkBTV4z7qv00fhGGXzpKsDkAiz3AbPbR15dcYvKhihweoKZd+FWIOKU07inHkbaNLXc5KN/jI/yLAKFfXcC3KVtQaO4NtfNhD5wNzTzceZqac1qXBaU/vJwPUumPLL/cZcj1fDKPOUTHvjaGnFUc6mjFaYXE6CDB/9FJ02GTI4GK+S8PrrPEv8UBE3MCWJPDDBd7qH/uzNQ58u/c2D6TIPa/u2l7voH6qJ8Xn8z90cS1u4++3alTYvQfrKXnoxAtlXOvJHNLnX+8AbPHwQJW8rjPdO4d8VfOXgOzXvsyXyunAiCLLHRyhJ4DTfRTSt2RVygtthC/GCL4fIB9v63jeGMpOV8p7/Lg70sLPiXr0DAWrouM9UgyUJnn4bn0eswkTmwUIEYcsj/MX+yh/rl+KKuj/ZXS2Wt9YF/+9xvLqEeIMfzOCIkNVfgec80NgBRYMOwuvNVehup7eO/XMTwLnt+zHBcp5m+fzEGR+fWfZ/B+SWav6VPrmXruT66nI9tLisV/+9R+luGD1Gtp5jmnlp2+tunHQF7XppXa7nPvg+bX2/TSVlDGIO7InHO2s/oY/hx2mWsTY8RGrfNecC8kdraF+pMXWP+VGvZ/b/aFXOJKhKF/OsHRute5d3c7zXnfr4uIyI1wk4JaTnY+ZqP/1Q5CWxd7Szj/pmK4s5JA3GDxR4Uo7705DGX7qdvhZOoSZcW5ow7fpb+l7c33iJZV5NySYI6rQ3R2hrh2twNHdIDOThf++tIMQaYEv3krRHyjD3+1O3lDYMW5Yz910Sdo+dkg0Yd3ks/7H+cuL7af9tLxdskSAmLAb/vpvVKO/7gH8yeVGZuOz7uxGu2noe4UhX8G/PvCxSfOneHMVTveJh/u4qlplmI3vme9hOt7OXPOi3NrLisaZeC1YXi4mboHkr/T6mTnf32K3+wLYqt/hbr7LWS7OZxxJUoEiERjLPA4ct0k/jCGiY2iomUWZA5z6tTUze3Aa/3s3JwlqDk5QugnIxR+xc/+HVOP7Z76A8T2NNH9ZhhPri2MJq9NdbWZeVO++Bvve+/3YD07QG/3INavlmRoqRVkCCue++9dfPnTb7CvhGg6m9pSJpx9W69WOZ9P5jPPDTA4UUJdfQXO5EnRUlzK3u9cJtx4ioHfVlC1IgHfXEX5zf+MAWMMnU9QsnWxs1uCodAZ4hu8HJo5R1qwbfFR91iY+p+cYehRJyVLXZ2PBxn4yELpgf+Huul1ySFQtVxLPe7nnHs/PkXt/l6cM+e6adkfJzO34lnk8fOD96bO2W11lCbP2daNHuqqL/C3R88wdKU0txaMWcTDQ4zgxPeFlW6xlt1y6zGVOTzAwDjAAAPDO3FmiTiH35naj9trpo/dlPuN0BCxsuW1ZMq9Hm24H3RiOdlP708deP86U4udXqIWJ74vXo9r4tygSHbqBrayrsd2T2CawLiZf9fb318mAsQvRmGzfeGWmJmCuJmsRPfzdOODBE+GcXzz2LwX7Za7HJR+sxXnXzRRezLI4P2NlObZ20BERK6/mxTUimB+/gA1rn10nhykJJ+3wMS4HAHLF6w5BLXGiH0Mji850oJGFhz3OODdGGOQX1BrcurNa8fLQ4zd48XfsBPbaD9thzuorxviqW/78GxM/TVjxGOAwz7vZtZmd8DZMcbIL9QS+TcnB552se+HQQa3NlKab2OzjVW0Hpj6b863lL+PEsFO+f8Fi2XoHbsaI4ELR3rF2h24SBC5mms2lDHGRsGR/oB2lx0HEInnVnPRd89Mvf0720voaxmCqGdbqDwLGbsQrIALHw4BJdiX8VDIlUFOfLeT9+w+Wr9+mUCgh/oA+J+tmN+d8/+EGRo3KP8vKe1QCpyUPGTQ//4IUVw57fOx4SEiAAODRLfvxF6Q8qCSpWuFZZOP9vZ7Cb02QNt3g4xdmb4RtmDcVYTDWU5Nu4dS+2poxj/bsmde17OZfSabHLsy5n0+ycaCZVmtsUYI7qtcOFiYY5dLc7ifUx/bcdwdY7Crm/JNPlwLnqzHiP8+AV9wzNsv7Xe7IBEhvoTcdVMrEyb4/V5in/fRuGhwLYvJaySwQJ71uxLHffT994gBY//fEPH787lO5icWjZDAhTOt5a7FcS8OBrn8e2Cpv8McpvflMJYH9mO8WbnIcZNZIgEUQCHk1fpi2rLqcTRE4OgAPFRHHUE6jgZwtPnxFKd/MUY0koAvONNaRk7fb1xmWa9V8qxH28N+jttD9P+sh8DPLs90pwIL1uL1OLY8RXONB9e6pa7QtGTQ488zv2g0L4UIHutmMJrAstbJ9toDVOXcFXPlzktLk2v3Q8eKLTFb98NZqS1O57dgXfHtbv6GofeBxBkGLu7M8IIk23XSZOgXAySA2D/1M7x9L+7UQHPW7plpqRM+v526Z6tw572fJqZyeeVy3o5cYBgnvq3Zj07b1m04XwpyIQKlN7ArpYiI5OYmBbUSMGmltNrLmbogvcNu9uba1yYeZvgjKPn6vbBoqtgibBtg4FKEBLaUwFaCyKUIbCgh55foiQj9rW2c+ucYZoGd0idb8T2czPVyTwXNx12EftRB93N76F5r574nD7D/ITtgw/EFA34xyPDjrtkuRZMxhgZHwL0dB5BP2uHEJFgf8OEN1RL88TDuGncOAb7lGTk/BMUVUzdCiwS1itbZsBAmEgVX6lNqNEIYC451RSy+7QCKKCqGgfQWVsmWVzZrDltvNETnqSj2x+rY9j876P77HhyHqmZatAAL3hTHr0792OhVlnbzPznC8GACHijhvly6YaVKmEQ/GuK9U/30n4tRdL+PI3Xl2AugPWCj4/u9NOwN4X64gu0PluDaYJ0KbIyNEcOOLe25wbrODqO91Ff2zpmesWPXaIiOl0ewl5Vj/KqXw10O2qvtDDYvnpvEsJey89lSdub5c289mYKcubZAWMSSzyfzGVvKKV3TRvDYvRTt9iS7Hw7T/cN+xu72Uv6Xi6zLot1kcmdeOkXg6ACWh5tpftwkWNNG4GCCmu/upTRrUKQI62ct8M+ReQHX6EdhsDiwrgXyDGzFzvXQ9kI/l4srONRgp7+ycn7XvIxzJoh9ECZqOHDfbYVYjAgOyvOJRiznuE8yzwc5/JMY7kcqME93EnjZSvPjrrzyi+XKZndgIczIx+BKCWwlIheI4GTbZ5dYsBnhVOtRBgo9NO8uwWX0UZrsGpo99xlTg5FcMrFvcmFbEyN2GXDYsZJ/l6fl1GPsXJC250NcvseL/6lSHNiJ/b6J4P4GLn9nP745OTFt2B0W+OcRopOulMBW8n5j47ZlBLSWVo/WTR6qNnmoWupyczL94i7Di8bREIHmbtjpp+tvHJj/q4OmwD7GDrxI3dZF7lpW8Ly0XLnkMFuKawmyvIzI/IItlvrZAt0SV267m4R/HGRwjZuSe8L0Px/EfTT9JUXmdTWHewn+Ekpr9sLJExxttXPk0OJd4WOnAzS9DLtauth5t8lgZxOB+jH2d9ZRktONboLIyAgQJ/J/wJ0lxcYcn3PgIsR778fwZEmJEnv/PUZwUf65XNZBRERutJuXUwuguIKaxwaof7GX0nYfrhxu/qPv9hO2lLLfnfLWPbXVxJy3SHa2fc1N77EgHfcU4UvJqRV8F9y123JvpWVxsO1xH44CB/dOBw9SrXXgebYdzzNxIiMRKJ4t2fn1/Xh+2cLRustse3Q7JWsuc+an/QxfdeE7UorBdFBrgZYh6QpsVOz1MrC/k96y5STdzsHEEGfOmtgfK0mpr7lvUFPfU1q2bGf7uiZ6Xwiy/jtPzebUeqGX6Lrt1GzJdV3tlH7VyesnO+j4gp+av7Jh+SRK/w+6GQFG2p9gsD3l62lvEM1Lpwg09xK5x0f735RiewAihztoqglT8ex+qrYstvwo4fdNYISh83E8D6W/XZ6tg2w3vbG3uzkzblDhKUlrLZjDto4P0f2DQYyHKjj0rXKcKUEB454KGl/cTuyDAUKnBwi+aeB/NtkCoQAsJLiWPuLQJwmweGh+ZfoGdOotdPptcex8LyeOnpqqtxoPRpmFhtYAey5VcKD2FfrslvlvWRdIapxdHonZMxjpqqUymctk5d6TZ7fgQ3g22QKmyzifzGOUUNfeSO/JXo7WBVMSxfvwP1l+Y/JpJaIM/qiDzrcjsNlHe/VU0KCufT8nmjvo2PceA0+30/zXmWa2UOLZjvW5Xjq61rP/ydmcWh0/iWLdUUPJGnILasUjDPyin4GfDTEyUUTJk600J4OFztRu7At2P5w7AIkZT4ZRUsYKntn3siTHXs5xn4hHGHrzBJ0/v0zRjkbqnnTBFy20fL+FPb9yU/HoLsrzbp6btt4w93y5aTveuwfo+X4HtkM1szm1ugbBXUfJEo7RqZxcQYYooe7QYq310qQORrJmKp+V5T+lfuF61qNJ+KdBet8cYmQcHF9p5PiT08nyHew8dBzHywGOttYyYHezfccudj7sxABcHi+OX/RwuNOG/+nZnFpT9xslSwpq5V2PuSYon2MZrZQno0QuguO/pP+6BEOvdTNy91Mc2+XAAIwHaqj752Fauvqp2OqdOW/P7pfXp7X0rSlG7CNwPLTIXjGZwPy3MWK/W6T730pv9/gIoZNHCQ4X4mmow3dPhODBAC01I1Q8vZeKv8py1Z00iZw9QaBrCB5uxveQCz4bJfo/ejhYN4L3GR8Vm7KcvyaG6H15BMeTx9h5jwEYlO6u48JwC8GfVVDy2MweM3v/mX6NnUi2LCNG/8AIO7+ZQz5Gazl7qweo76qn4Q817P1yyX2sxEcAACAASURBVLycWp0/v4yzup3y69VcVkREluXmBrUA+9/UUPFWEx2vbVs8GfCVEJ2pDznTkhe1TMlkrWWNtBu9BF8NsK8rZfTDhna8W/K7OlnvcS/ebcFixbEpLfms4cJ37EXKP/wNAyc7CPyrG++3DuH7K2dazpw8b+g27KTmkTM0HetlW6bk64lkouakwjuMJXRRSky9qcNN3ZwR2ZIBCTI8HBY4qTrSiv3VHjoPPpEy+qGP1m/MTyC+ENvDfo4YJwi+VM8TLyRv6dY42NnSjPfz03f383NqJc6dYE/rAGyuwl/vmarn4lL2H7ET+lEH/cOxRUe/TJw/Q/+oDfuGMcI/GyBalj5a5yJBmdEQHS+NgLuOis+nf5jDtr6rnMaO8uyfF1iwbfZQtTntjWzxehyEiP4eSOkiE/1dBO4pZ33WAhNEfnyQhjdi2O7fy5G68ql62+zjWMd99J7sJnjaTftu1/wccLnmw1hBzupj+L84vLTcSBeD1Famz7fw+Wd+AvLlWfL5JJN1brwNbrwLfafoXjw7bNinz51LCkRm2W8tdpyb3ez64n52ph5X60rYe/wVdl6MUPiXNrK2s9lYRXvATs/LndQ/kTL64e5WmsvyCFmuBeI2tj3j58B/dmQftW+tG29DI9gXb+1pToB1jQN7SkvNBVtuLPO4vzYSovcjB75AM+W2CP1dQYq+5KO1q5zw2VP0R69RtMR3GNPrPe9aWWCn4pAf4+Ueug8+QcfM6IeNHH80h/10RoLoL3vpfu0Mw9GpgNCxJ91LG9BkpkgT1hg4ilPr+3rWowEJk3sfPYDvfjcO69TvSm295/5mK698LcLwrwY5YzLbQmlDBc0tBj0vd1P/RMfs/Ubj8TxHP1xGPa5gC6e8Avkv1VL5UuqxcYHwrxI4vuFOCeZZcG0pgbNhRq6CI3lMzTmeVvK8BMzPBZnh3H8x+WJ0pUdwXMiEOfUys6Aww4cpXQzXWLFZCzHs5XjuXqC8lWzZZoYJNgYY/lwFjf/gTY407cLX8SLb/1c/3b8e4VrGoFaCkZfrafq5ieMrjTQ+6Zo6Nj5fRWuHm/6Xe4iaC5y8LoUZSjjwulO2wBoX930RQh+MEMeRPBdlv/eKvd3PYMKF5+ExQmdfZ/BruaXosO3w86JrkP5X+2n7753ExpOJE9baWO8spaatmdINNy4noIiI5OemB7UocOKt9fDe4U5OPdjOzs+ux8nl+d8zR+j5+25G7vTQ/PV8BukF2xYvjVsWfNxbRB5DQqcoTU1KW2DFsamckk0nCEXuo/QB54rcODkfrcPzyxY6/99y2nfZWL+RmdqLvRWYk5th0dZfGcTe7aDjtImz2pdf7q61Dsqfbqb86fyWl4n9gb00P7A3r3ksW7wcOeLFfnfaSk+3gAEW7MgyGaX/pRDm5r20fzPO4f29HH3NTftjOT5gjw8TPByc2l/rlpALZyk39tOtsNa5KNkAvb8cwudOthSZGOK9QbA/5lpgXSw4Ko/Q9XULxhpgIkb4f0cx7nHjmAmaJIh9MEz0z7bTFfRSeMfcEhZMBJsi5+4ckwlMMyWLzoTJEtLVzrG84NQyhnifsQLnk2yuDtB2+BT2Z47hnQmoxBlob+JUcR3Hqktnv7vCgUjb/d6sXU5tG6ePGxvlf9dFacH8hwPjnnL2HionvyM9TYGD8moHU9tpfnfDdLnsh7aHG3nx4RyXv9zjHjC27uXY9EAaV6IMnQ7h2OKjdIMN1469yX1qRccdSy54Jc7ZFux2O46HD+CdCQhNMT/op/f9IrZXl+aXx9Lipup4puHlFracenTtakw7due23gPA6sC9w0F6yHlF9uMVqMdcA1IL3RdkPldOv0RaLABUSOEaiP1h7niR8XgMMDAyxXLgOrwgWX6X8TktHLPI+/4qHiMKOIvnniWyjQAKkBh1UvSfjKkXU58rp7HBxJ6WU3MltjuGC1/nK/OnFxjYH/DS+EByfdxeGm1GyosyC87H/LR/2TY/l+A6FxXPts7+XXQvnh1wb+p7hcJCCokRj5PyQi7O2FXgz4zFB1QaDdHx6gjWR/z4vm6S+FWAzuf7ceTQ7RHA2FCKt6EUb8o+3n6jgpwiIrIsNz+oBVg2eal5qJbAiX5K/2uGO51kkuyB8XvxHcmzG0O6yQTmv009JJtXI0SvGjgWvVJmuylKdt/KN99CwsQcT76l+9coI3Hr0i+aa1x495RTG+ik/4E6UmtvoZujRU2aRH7eRtPLFyja0UjjcvNJTJiYCYA40ZEY1+z5lRf/aJjIVSuOLY4cHxSt2O8GPh4k+NYYJY9W4Mp1xJrJOEOdh+n92EnVfyvHWgyN1b+hvquJpj/10/g3jgVzmJmXQpw4GmTIdC19f81yYz8VNHIs0kphtttt9/334vvPMPxyptZ2GRRYZnPNjA/T2xrE0dSHb6bSUx/u5pe1+D6XuctjRmdbqPyFgc05lQ8v5K9kYK2Noq3OFehuGCdyLoJpd+EqzqfZyzKGeJ+xwueTVAmT2GgMY84Ipdcwfx8jtiZz5r7EaJhw1Mjj2FpIjkG/HJI7J8bNqaTg/xplZPQa+Z0yFttOeeyH0+euf40SW+BYXpHjPlvZ4ybmOMm6MLHkUhnJa118dIRrd+W4j4+H6X9tiKIv+SjNJRdNJneX483QosT8aJDQaQf3PVWKvQCKnB48Bfcuntdy5pptEotBtlhILpZUj0tZzlIDeKmWWY+LBu+v+wigTsq/5uDMT4L0uBup2mwl8fEAwb6pZPfuRa7HK3teWqr080iuAb0cJIpwbCmfP6DOtJy6EyZbLKX0XFjR7Z7TOky9wJnZRmtSWwOHCf1TPwPvj3A5ZdAYa/G9uB4qZ9ejvrlBub8sZ+fdZ+j9UQ/uv6vCtTZB9N0gvectlNYvkjs2OkCbPzj74tuAqmc9hFt7ONgY48B/8yVbnImIyO3olghqgYH7qb2U7ukg+Nb2OZ8kLvZy8LuniNkraP6/q3IPTADhridoOT23VYfFaqNoDYANp9uOYXVhX/JdZw6GT1AZGEhbhwHanhsADOybnNj+4j5K7sg8ey4MdxV7H9hDR1eI7Yt/PQdxBo/uo+OcQUnNkawJqjO6GqKpJq2FkcXAtm7qdsSwu3DarKy/M78nvstvBQicTbt5mlGI5S9s2LDMf+AZu0DodIT1X80U1CrC/Y1GGo2UDnnmCL3+w5y6ZFBaf4CK5NtC245G/Ik2ml5uoOHf/bRnesOZiDJwLEDwVzG4ZyfNR7x57a8ryVrWyJHJDo7+4z4qxxNY7KX4WvJrbTeVJBqIxmBz8vZ9Msblj4CJ+Um9V85ib9bDBN8ezGmogewuM9AayBpAMj5XgmdHUe4DSdwior8cIALEzo+w151s0RodYuAj4OpvCE+45+UuHBvuJZAMlC7/4XGxYNL8rsLxs03sOTm3dZ9lrY0iA2bOkXeux7gzn/XILbg22+Y3Tqh5D8EPUz68GGDP+aKpc8o6J+7PGTjKMgTiVvK4Hx8k4OtgOHXaGivxnzTQ8JOU86eR/fw526pkasRR4047nt0LdGNONZHaoinD51lahyxqMsrgQAS4zJlfenGXWbGX+fCVpXzngyBPHA7NaYfZ/d9r6U/dD6z3UZLLfrAC9bgc5u+GCJ12UJIlqLX+S400mvb8zy+51OMtxP5IM35LkI4X9tE/nphKQ/DXUznKFqv5lT0v3YI2lLK3oXSRLy2Q4mCBRPErZpEujQu+wLkSounb3cRLfez/7oGZHFVMJjBHL9DfFaD+7AWaU/PpJrtBF57soG1fP2Ziqhv69sbjVC00mFR8gMDBE4St5exvmX2hYGz20dqynhPPd9P5Zgntu9XmSkTkdnWLBLUAo4Snnnax71g/iZTHWcvGCg58dxvWv7TnPeqTq/oV+qpz+OL5cH4F58O9l76+xTsixE6/voyFGJR8swbXvg76Eyx/ZDaslO72Y/uWY05y8pysy7XrQCyHLly5slJef4wcH9tSWLBtcs9922rYua+sAtvuCsrvSb2JMnA80swr90eJrbVjGXkvQ3F27nU62V7WTNUi+bpuBPtDdbQ/tMSZJyO8/pNBsFgY+Wk/4bKpG8XYmV5CWLB83Evn6ZJ5AaGcux8ucbUWlXyYNQ68Qt3WpQ+eYGyqwLcp0yc3foj3XJnDU6O8OTc7ifz8KEF3O75NJqEf9hL7fAklV0J0vHwf7dXu6zKC3lJZH/bTl0v3viv5nzFyH7XMiqclly5KYea1cVjJ435tKY19iz3oQubz50IBxQzrvRRWB+5FB9hIM93yddRN+QMRBn4YoGddM1Wb0h5SN/l4JYecQDldK5dRjwt237qYMihNinxHx7Pe7Z7XbXFRudZjUq7d0K7vmcrAsaOO9qW2GF+2XM/XqaYCSfY3F6q/TDkZSbZAtS2pe/lS0kNkcmtsd4j9+j1GEiU07knLo1pgwbC78FZ7GarvYWjEhyv1dxupKSJyZC2npmU91+5Oz1MLxj0e9neUk8CCJUN344Xra6Ht7ML8ZRt7XrhAReBFvPfks8IiIrLSbp2gFmB9wIc3VEvPnJsBA/tGJWdclLUU3zfOUPtSfulVs1rnuH6Bh1uagXOHN/tvv8u+YJcD+1fqrvPw6TfAlWGCf3+U0L95aP6HEoaaWwgcLqRmxxjdL0Vw1x7HZx6lvquJNg5MjSq6nAEPVtJohBFK2bv5Oo4GyvUb4n1JZloKjbH+kUM0PmkncrKeltYGwrYxolfvxXdkP56JUzQ8F2DPpXJqav9/9u4/usnrzvf9e8qIS6tDjxhONOQIstBhEOlClxUlHXzTGGbhkxXBSZ2ZcTKO08ZMPeISaHycMnDCdfA4xXXqAwNxo2PGlINKg/PD9Sp0UjcFZVHlFJymygTUS8VqEE2VlaDGEWXQKVHLtcb1/UO2kW39tsEo+bzWynKwHz3PlvQ8e+/n++z93S7KLdf2M/o4+Uhc91NtMEb4p0fpfqGXwOUl1LY0ULkQyg5uZdf29Zy6qwbXg6sLnP577U31ghCTNpnP8XomPr8h5Z4untEkzoPJ5vCatBvgezd/dgW25w7i2edj8wMr0ozU6iYy14lrijqapkVZdjTDkDEf12Su95mzjGCYOakp0SIiMjWmIaiV7GSkNcNM5VM9VOa9r+FpZxkzjn702Nf1kOHTw3xvKz33Tt3+MpppxDxvDoZPAH8o9MWTkbIiUFqZhuqnLP+cwVQ9JS19cfwv7KJvViXN/5CcRmVvbWTmrl24O8H+cCsNK00YaaXd3MXuZ3ZxyNKOa1lq4DnX9wSTC3yl1CEXDcyZZx5NOhz95VkGVlZy+6zMr06VMwFwhtxP+SQOvm6BL4OZ+Usr2PiAc3R1Jvu6dto/c5iDb5ppaHFinQ1QxY69DnzHotgm3ADn8Z3lkQfrRpP7e5rGAOx1NRPjPDNzZuXXVnpbcyTZz3UuxPpoe9RNYIYFx71b6Hjg6sp9jroO9t3dx+FvHaStoQvzg+20338tcwBMl9zXVM52Z7KfY9pVXse5AQIgmX0066X85eq7ZAjkXKfvfeasOZjnGdMHdW5y0voNC94f9rL3q11pcmptpP2x8qv5t0qQ4Y4NPJ8mn76IiFx/fzQ0NDQ03YWYKrF3AoTjFuxLzblXSUk1nIh25qeMGAqclpO4HGdglhHjjfWw+fq5EiV4ZniFvAITXyTicQZmGJMr7ZWaWJjA23EsS+2YCyz/jZEAd7gsBZy/iStguKG/qwT+Z76E/85vT2rq4XT62Ncn2Uyinp5KxX5HN9J1Hznu4WisjJr77DlzGxUrcSWBYVaOD2kwkZwWVMj3mYgTvzIT4+yPx0VyzT7HyZQpHmeAmRinoKJSnScFmVQ7kCB6JkjEaMUxfmVsEREpaR+poJaIiIiIiIiIiHw8fGK6CyAiIiIiIiIiIlIoBbVERERERERERKTkKKglIiIiIiIiIiIlR0EtEREREREREREpOQpqiYiIiIiIiIhIyVFQS0RERERERERESo6CWiIiIiIiIiIiUnIU1BIRERERERERkZKjoJaIiIiIiIiIiJQcBbVERERERERERKTkKKglIiIiIiIiIiIlR0EtEREREREREREpOQpqiYiIiIiIiIhIyVFQS0RERERERERESo6CWiIiIiIiIiIiUnIU1BIRERERERERkZKjoJaIiIiIiIiIiJQcBbVERERERERERKTkKKglIiIiIiIiIiIlR0EtEREREREREREpOQpqiYiIiIiIiIhIyVFQS0RERERERERESo6CWiIiIiIiIiIiUnIU1BIRERERERERkZKjoJaIiIiIiIiIiJQcBbVERERERERERKTkKKglIiIiIiIiIiIlR0EtEREREREREREpOQpqiYiIiIiIiIhIyVFQS0RERERERERESo6CWiIiIiIiIiIiUnIU1BIRERERERERkZLz8Q5qJX7P7y7/lt9dSUx3SUREREREREREpAAlFNT6GQe+9GUe+lILr/xmavYY/fE/4vqv/w+unjNTs0MREREREREREbku/nj6Dp0geuZH/PMP/hf+X/6W3yWAWZ9k4a3L+fwDa7hr/qfz39VvjtK85fucy7LJ4oebabl73mQLLSIiIiIiIiIiN4BpCmr9njPPbWfHsd+SmPVpbltThfM/fYroL37CKz/+MR1NP+HVtY00VeQZhPp3t/HgV+aSbhLhpcAh9v34t1NaehERERERERERmV7TEtRKnDyQDGjd/Dla/uFhFn9q+A+3fY57Pv8v7HviAK8e3MPLn/ka996cxw5nzWPpbekDYNHfHAGSQa3osRYee65/St6DiIiIiIiIiIhMn2kJap35WZAEcM/DKQGtEbP/nL/6yyO8+lw/faf7uffmqZsyOOf/rGLrV34/+m+N4hIRERERERERKU3TENTqJ/prgHlY/jT9Fuab5wH9vPNBP5BHUCuPnFoAhj+1c1vKMVNHcYmIiIiIiIiISOmYhqDWPMz/EXi7n8gHwH+YuEX0/eQUwYV/WuAorT+9jfUPOZiT5k+Gm+cWWlAREREREREREblBTcv0w6W32TGcCPKKZx/LW9ezNHUK4uV/4Z9f6gfmUr6swKDWv7uFpbf9OeYMf1ZOLRERERERERGRj4ZpCWoZ7qhj693b2XHsZ7T+fQt3ff5zlM8fWf3wV0SuwOKHH80vSXwBlFNLREREREREROSjYVqCWvBJlj78NXY5fsQ//+B/4X/pMK8lgFmfZOGtf0H9A2u4a/6nC9/th+9y5mf/wq9Hf5Eg+suzRK4kiL79K3696H52PfznGIb/qpxaIiIiIiIiIiKlaZqCWgAGzEtXs37patbntf1cbHf/OTAXy/+RYZMPfsa+b/xs7FH+/aeZMwv4k1u4be4nScBoUEtERERERERERErTNAa1AC7y6p5/5J/fhbtc/51qW7Zt/zeRn5/lZ9zMwv8CS1P/9B9W0/Lt1de2qCIiIiIiIiIicsOY5qBWgsS//pboBxBP5Nr234h/8FuifIrEH6bm6Oa7m3nx7qnZl4iIiIiIiIiIXD/THNSaaj/jwJf28UqhL6tYz4trb7sWBRIRERERERERkWvghglqvfKPXy48GDXBf2LVV+pw5Lm1Vj8UERERERERESlNN0xQa2lVHZ+/JdsWv+IH3/gxZ7Lu5dMsvO3P8z6mVj8UERERERERESlNN0xQy7Loz7ltabYtDATIFdQSEREREREREZGPg09MdwFEREREREREREQKdcOM1JqanFoiIiIiIiIiIvJx8EdDQ0ND03f4BNFf/Ixf/3+FvOaT/Mdb7ZhnTcHRPwhy5v3fw58s4bZbPj35HYqIiIiIiIiIyHUxzUEtERERERERERGRwimnloiIiIiIiIiIlBwFtUREREREREREpOQoqCUiIiIiIiIiIiVHQS0RERERERERESk5CmqJiIiIiIiIiEjJUVBLRERERERERERKjoJaIiIiIiIiIiJSchTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpORc96DWH2398Q39H0Ak+r/1Uz/1Uz/1Uz/1Uz/1Uz/1Uz/1Uz/1Uz/1M+XnjeaPhoaGhq7rAYcDRzeqoR1/Md1FEBERERERERGRHK57UEtERERERERERGSylFNLRERERERERERKjoJaIiIiIiIiIiJSchTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpOQoqCUiIiIiIiIiIiVHQS0RERERERERESk5CmqJiIiIiIiIiEjJUVBLRERERERERERKjoJaIiIiIiIiIiJSchTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpOQoqCUiIiIiIiIiIiVHQS0RERERERERESk5CmqJiIiIiIiIiEjJUVBLRERERERERERKjoJaIiIiIiIiIiJSchTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpOQoqCUiIiIiIiIiIiVHQS0RERERERERESk5CmqJiIiIiIiIiEjJUVBLRERERERERERKjoJaIiIiIiIiIiJSchTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpOQoqCUiIiIiIiIiIiVHQa1raTBB/HKcxOB0F0TkWogT/L4Hz/HIdBdkUhLxOPErBb+K6JkAgXdi16JIHw2q/6SUFH2+xgifDBDsT1yLUsmN6qNQv12JE4/rvJWPoPf68BzoJXh5ugsyCbEwgZNBogX3T6dXpj51oj9I4GSYgnrNiTjxy8k6KnLcg+f7QeJTUsrSUtx9ysfPNAe1gniqq2k6Ek3ztwh9Bzz0nsn/9E29YEIv1lPf7sty8UTxbqumujqf/zwE8y3ERR+7G+rpfgs4c5A6Vxu+f837LQAQP9M7dZXxBS9N1dV4The7g9QOewxfez31L4ayv+S9PjwHPPS9V+wxpTTEifi9eEOXprsgRI80FXadXn0lvq/XUfdcoa+8ROCFNtqOnS/4iPnXPYW9n9Ko//KsQ6TkBPdXU73NS7rWvCTK8a8+2lx1HDxT6AvP49vRRndg+utBmUJXogRPBgiPqURT+qwF9+9S+lKp9WRGyWPlVUcXcL7HXt1NfUM3ISD4XB11X/eNe22I7oZ6dr86dQ9sMrbPkwo8DLdh+wtv9afTdaknU4MheZ1r6Uzh5zt8H5L+Xi9V8r5vSh6UXjqL94ifyLQHArLd5+bwro+2Hd0Exl8fb3VT37Ab38UpKWBSan03qf1n7lNfCnTTtsNHIb3m6LE26lwHCQKXQl68/kh+Qa0x9feN0O8cvp4yXPuxdwIEzkRJfcRwta4u9j7l4+ePp7sAmV3i7BEv4XmVVC415veKQDdtB6w097ggHiX6mwQDGbc243yqB2fKb0LP1tH0chzjva0c+FtbliPFCX2njbbvh4gnDFju2khjfTnmGcAfElzqj2LKfOCc4u/68R5JYF5TiX12jm3f9tH1XDcnzsRIAAaTnRUP1VK70opxRvFluCrZYQ/XddC6BhK/iRKdnePNXTqL94iXxG0uyhfkf6TokSbqD4Qp37SPhjvHf+dRvNvqOVHeQesa8+hv46c9bHp2Dk/urMIyA7gQoPtbB/GejhBPGDAusFP5dw1U5XkOFaqYMk+5wSiBg7vZdcTA2j2tOG8qbJt4YC/1+4w0dtRiGz1nkmX3nEt3QAcNnkbKc5ybqZKfU34NirOpB9eylF9cDND1jJujb8VJzDJh/88baXjYgSnr+Z2t/Em24XN6oiCe6ha86UtHc48Le+63kds9zfSsm5I9AaVS/w3kV4cUItLLpk3dWLd8m4blhqnb79iD0Lt5E93WzXy7voxrdZSpl8Df8SV2h2to312JpdjdDMYIPLcL9yvJ79x462oaHqvFMbfQHeW+Lq+aeK3F3/bi6ThIXySBYbaFsgcacK2xkrV2v+Cl6VEPmWsfG649rWOuhbxeu9hFx1NOJlWzx4N4tniY80Q7VSltZfxtL3t3efDfMbV1RDaJN9x8aVeYmvZ2Kos+UYoXPelh99NeDA+nby9jgS7cnUcJxhIYZttYXb+FWocp/20Go/Q2byLo3EPjStOE/U9wOUD3Dg/Wph5ceWyeW0pf6rP59BPtuHp6cI3+O4avdT17T4N94z6aV2UpVDxE9442et+Kk5hloXxdIw0rk5/pwJVLRPtNWdqGAeL9US5dmUQdnfa6CdFSndKq3tNMz/KzeI+Emf/5NH3deBjvfjcHX4uQwIDlrrU0rHNiLagrN9yWL6ihfaSPmOq0h+pW8m7Tc52jY/vjyf6n8+GN1DgmcwLF8T+znt2vVeTf93jXR9uO8HC9luFcuxzG90IX3a8FiV0BZpmw31VD7RcqsObdt8vWV6KIOjJ53+dddTuulVkqodMeqlvTH9V4XysHHs7WfxlvMm1SnPARD+4X+4hcMWBcUEbNl104F+U4SbOUP/1xxhmIE+2/ROIP+ZQ5T6n1Hddg/5mkrSumoJ89pv5O3+/M974kea+Q+SzOtp8J9zMZnD/WRlt47PWSs67O0H/IqNA2sARd/6BWuhP4QD3VB4b/P8uNXnB/NS2vjPzLhm1xiNBoReTEVVd8seIBD7tejmOaayL28i7ctp003Jn+S48dd7P9UJSyx9qpMftxf9VN00ETe+rsU3CzEyXQl/x0/CejVN6bpTk418WmbUeZs2YL7U84MH8iQfRnB9n99FY2RVrZl2/Fnqnjfk8zPesKLX+C4Bt9yfL/NECtw5H9hiPN6/v2d7Fi2QYcuV44GOJwZx9lG/clOytxP7s3d8EDG2j9shUTcSJ9Xeza3gS787zoi1JAmadY/G0ve58+SPhmK3OK3MboqMF1y6N0vlxB+30jHYmJQQ+A0HN1NH3fjKmAgBaAeU0rPakBpMEAex9qw7ewlo6dlZk7PVeCeJraEDrj5wAAIABJREFU8M12sqW9BnN/N+6n23j8D805rrex5U82OiQ7eWOCfpmfnuVqyK63j0f9V7jQq4eJzZ6J/41TJJZfo4DTOR+HY0Zmvu7n1LoyymZdi4NcA5f9+I7PxDjbx6lIJZaighVx/J2Psvv1+Tj/vp2aeVG6n9lF26ZLbO5soKygOi9NvRLYS3WbD+vfdrAjW3t3wUtbs4eow0XrEw54s4tdB5pom9FO6z1ZXneTk9ae0ZogeQNDmputC5l3kW/HtFCh77npu6OBfSNt02CMwHNt7PqRkSXXrL1KJ47/R33MnG3EdzJCZXEnSpGHDuPdt5uDvzRjzRQkPdfF420nsD+2kwPLTMT7vbi/+jiere24lhnz22aGmcovrab3qwfxL2+Y+mt4fD9qsQ3budDov211LqyT2H3k5V14ThswzZ1JcP8uDt/SSFXam+cYfe7tHL5QRkN7Deafutne0YRn7h5cS69TDT3mmsvitD/97wcj9G5vouvy7bieasRBgK6nPTRtH2BnW+XE4FQu73XTebSc1mz1SzZ5nqObtvXCygbany/H/IkYoVc87Gp7lHB98TeRseNuPFHrhD5SphtpZ1NqIDSDwRBdjzdxdLaTLTsbccwzkOgPcPDpXWx9PELrmAec2aQGXofrVmvxgfjEaT99AG/6CcQdmfvTy1z09Ix7l5f7aHO5ic8t9HMuvk2KvtJG04Eot9e10vhZCDy7C09zG3wjw8PltOVPBgbD16G/ObYPOWIqHtSmCW6ea6F69FjJY6R9d+PqipG+el4y3Ls6m3pw3Zz75RPuSyYY/m7yKswUPvDO04T+Qy7Xug28AVz/6Yc3OWnt6aGnp4eenmacgPVvO4b/3ZO1MrSv66Fnjwsb4GxqpfWpDlyLSQZfelw4Ci3LYILoO310t9Wzvs3HzDWNtHe003rfHPztj1LX3IXvXGRczoQIvu8G4J4GGu6yYF5cxcYHLcSO+Dg16WGuccKH3Bw8Z8K6yETohd10vZVpoGUCv/cosQU1NNQ5MBuAGQbMd7hoeNBC7MhR/PmWZ8x30kNPTwe1C8E4a2bB7yD2eifuVwawLrIy8Gone48XOOR2VQ01Jh+dPUFyZXqIv3aI3k9VsXrZcEfNWMbmAx1svs+OZbYR42wztjUuapZF6P3xNRx2WkCZp1aMwPd8mP6unY5HVpAhBJHHNibK760g+pKPUNb8IAkuXYzDvDkZA2j5ih49hA/gncMcDmQeTBx7/TDei3ZcT7hwWIxY7nDRuM5O7Eg3viw3oRNK/rsYECvpOekf/fqvCIMh/K9Cxbpalhz34b9G+TNCP/HBqg3UfqYP3xulk9Eh9qaPgKOWDStjHH61yDow4qP7OJTXN+O6w4LR4sD1ZAPlg310/2iS00QGo/R+1wdA+PBhslQFhH7YTWhWJVs2ObHdZMa2ZjNb7p1J6NlegnnnNUoQvwxcjl/nujqNy30c+r6RqjUpweBf9dJ9oYLWPc1UTSYCUqiYH1/AQe26CmIv+bKMarsGhz55GJ/JRbt7AyvSPixJ4P9hL4l7t9BwlwXjbCPmxVVsWTcf77M+InlvAyx2cv/CPryv5zG17v3zhIFwJJocWVFdTXW2USnD/ajmexgeodJKa5OT5EjAHlrXFBEoTMSJnPayt/GLbHo2zJK6nezr2EGDI0p343o2PdNL4J3Y2Dr6PR/dAXBubKDcYsZ2/0ZqFsTwHjt13c/5+Ns+9m6vp+6LyWmSX1y/lbbvBIjluF4TJw/R/Y6Zmic241xsxrzYyeYnajC/082hk4W+CxtVD5YTfsGNt4A+Q6rc5ygEf5zsjz+5sXy4P27CtqYB10oIeP3FTTeM9dG5P879ziUTplyZ17Sm9Nl76HHXYsXIzE/m3m3i5FGOXrRQ85gLx7xk7WOY58D1WA2Wi0c5WvBnDKN164VYcTmPLvrp7PQysNCK9YqPzs4+ooXkq4tFiQBm0yR7p/m2SYMhvN8JMfPeLWxeY8N8kw3npi1Uzgpx8KUbeJrYYhcdY+73piIQkwxujtw/Xu2XTuUxMnM29Yy5Fq7FA6hrK0okDLxznujg1dQgWUeRpes/jIoRzpSLrZA2sARN7/TDtwL0AfGfBIje68ScJtpbyCDSgpzrom5bL3EMWO6oZOPuSsoXJB8L2B7ewb6/6KP3hUN0fbWXvQkjlS0HqL0VuBzmbD+UPbRkdFcWxwrMz/USeg/KihzRl+gP0P3MLnrfNlK+aScNy8G/rwl383qC925h8xeGA1ejLhF7PwGfsU6YUmJZaIdEmFixN3iDESLvgOVuM+Q7+zkWwnvAzcHXL2F9sJXG+81Ev7+bpo5N1J9cS0OdE1s+n837Rso3VHJ0m5vu8n3ULs60YZzAawHMn1s79v1PeLpkYs5ciBczlP6Cl6ZvQEOu4dN5l7kQUbzb3PCVbE98TJRv2UE5ZBllkM82wNIyKq60ceJMLbaMDcJZgm8Ayy3FT7kZjBN+eTdNz0VxNu5g/vea8OzaCl9uZsNd4/ea4OzpIDgaxlxXps9W4MDN2V8mcN6Uz5PnGGd/kexSnghEqFowDXNr0nkl9UlWOrY0I8umyHTXf1P13s+c4CgVPHnn7Vh+tBffmzHKs03LKcZgkBOvQMVXy7jdYmfvcT+xlRUZAsQ3kij+Y0Eczs2UmSPs/Uc/oYdseT6BT9nLaT8RVrB2ecpjc2MZK8qhzx8kel+R9cHlML3PNNH1r04a2+ZzqNnDrsdh41c3UD7he48QPBnHuKpsTPltn6vA+LKf0K/Bns/TythZgv0AJzgVqSpy5NrUiAdOEJi3grWpZVhcy44tyf+d/G1RPm3I8Jav+wg6VrN5uZnI/jb8b9Viu3XSBUgGg94oy/qw0rRyMztWJsub3lmCbxgof2Jsb9D0GQfWziDhy5VYZuezDYAZR7kNzzE/0VXZ2vU4/ld9JIDQ972EOkZGVhTy5H5y4sfbqOsIgMGIbeVamv/eiX34eyzfsg/baS+Hv3eIXY93kcDOhn3NVJggHj5LlDLsox+Fhds/Z6brhyHClOVdb4VSZ1CklWNkwuU+9jbv5eydDez4djLQEzt3mF1fbeNxdrDvwZGobQjPo9V4uDo6+uzpPhILa8emr1hQTsXCbrpOn6VheSG3yGHit25ho/1ROvf3UdZYXnDdnfscjRIJJ+AztnGjyAxYF1nh+HmiUGA9GcX7dCes24PTdAhPrs3fjxDGQsWfADmeNVy6GCWBHeuEmwcrdhKELxaRHzByihP9QL8Pf6ycClOe93ODyRFt7uf8XFpUQ+vWKsz9veze7mZTg5+1X3HhXJz7G4v94hRRzFTMn8RoxELapF8H8V82UvG5lHc1w0bZKiO9b4SIYM9vuv9gggQUMdXv6nWT0RSnuLieIkeaaBkN6lybJzx5Tz8sbu/pp7Wmuz98r4+j5wB89L52P43DIwezjVpL238YdR7fjm7m72nFOWE0Vr5tYGmavqDWYBTvC0cZuNWO7e2DuA/ZaLw/dSjrNe48LK5ln6cKPmXEkKaTb1xQTs3WcmqAxOU4fGr4D1fixAGzMaXinGXERJzebdX0Dv8q30sw9sZe2vafIBwD462radxTi2O48izb2EH78i7c/7SL+pfBtLSShi012I0AczDdbIBfhCdUnpF3gmCwJqeIFRPYOhfEj5nKz5jIFdRKvNNL2z8e5uyFOFjKWdt2dT659b5m9i1N5kBpWn8Q44Lbqf37zVRkq+kHgcVVbFzlo+3bvThbKpO5eiZsFyIYMOC4L0ezMRgi+CY4/raQSnGkMc4yZLaYMud79OEhws6mHlzXIqCRzowl2Jcn2Hs6hGtZhir8rQB9CShffnvBU7wSF8IE3/Ry6LsnCCXmU/VkOzVLjbBsD6b923E/U8+JH5Rz/z2rKbvThmUWwCViUcBqGjuFdbYJM+Bt/yJ97al/SP8dxwPddJ02Yl1oIPydTrzLW3HOK/ANTKn0Uzuvq2mr/6byvSfwH/dh/sud2DBhWelgr3fqG+rESR++eVXsXAymeRU4Oo/iv1BxbYKNUyni5+g75dQsN8KsMirYniNonV40EoLFKyZM+bEstMGrBd6sDSaIvhck4D1E9/EQA7dU0byzBvtscLhN7G114370BL133Y/zv5Sx4j9Zhs/PS1zqB8v4qSUmMxaidG+upjv192kfLMQJvNhFcLYV68ww3d/0Uvakc1J19WSEzgQwOCaR5yyLwtqQCP5jYcofLMM4w0DZKtjeF6T21kncDI1MC1nsouOpSd5UXYwQTlhZMf4km2fFxmHC/VA+kMc2wyNszPbbMR84ReiyE3OGUTfRI224XzNSuamG8x172dVu4clNFYVPe5sE411bOOAA4+z0ra15mZMNy5xsGEwQ/x0Yh99LPB4HzBhTbmYMnzLB5V6aqvPpoY7P5VWk8Fn8CRuuB8tHH8iaFldRs6qbltMhog+OTKkb/wBjeNSCbfyUOzNWGxCOEMVeQB2fgEET5XU1HG3w0B1wsGHK80SYsVgN8IsQkUF7ynmSIPx2GBavKLhNih5xc/CTG9mz0gR5LPQUOu2HeZXY55IzqDVnrhkDQcIRsI+5eQgTxIB17hyggMDWYAzfwW4iC+zYfxekq9OH/fGKq+fRcH0wRiJM747dHP5FlPgMC+UP78B1z3Au4EWVNO+x4/2Wm4Pb1nNwtoXbH97C5lWZassYp94Iwbwaygqdtl1sm3TpElEsmMc3SXMt0N/NpuoxLVLmwMivgviBeCBI7N48H5alm35ZjDS5vSYfPho7Yi/nlZZ2CqEVy/DUwIKmIxblWk0bHN/XHUl9ME48iOfr3UQW19LwmV7c32yja24ztTnyQE+m/5BPG1iqpieoNRINf9uKa3czZWE3j7dvZVOwio2P3D86HDat988nT/7+GCyLcv4dgGQjl+S9mowy04iZnIlj08mSTHZYch5vmso7C9PSSmofqWDO0pEb+bHMd9TS6qklEQkRjBlTkmQaKHOuxrStG/eB+Wx++GpOLfd3IpjWbEzOly04qJXAf+wo8QVjG4cxT+1Saj3DghXU/p0VFi3Bapr4vRkXOWlod7IxFubs2zA/r2CCEcfaDZSvd+P+UVn6fCkXzhPGSkWO/UV/dJCjM500Ls+nE5MazCq0U5dHmXMdPeVGpPBcZpNlwPpnVuKno8SxpWmIkkHo+OxKVo9Pxj066iZT45DgrHcv3RE7FV/eSeNtlquLGMwwUfZIO88/GKbv1V583/PA/B1ULQaYmRx5lxg3FH74yZZt3T5a70l2ATI1fPEzXbTs8jFw12aa6630bd+E5/EWBp7cTGWuZJ75yPnexyokYf6o1KdtH7H6b1KunMJ/3MrqPclm3bi8gvJvduOPOKcw0XWCU6/3Yb27Jtl5mF1GxcpOul+P4MwVUJ9mkZ96ia7aMJw3wUbFX5p5/LiftcumMdF94izeb3Zz/tYKGv57I44FKdfg3DI2tD9PzTt9+F7ycfhbML+16urNgCHN0+zBARIYcD75PK6lyV8F91fTMv5p2GCc4Ist7Hp1gPJNzTRY+2ja7GFT2wCtj1UWkBg5s9E2Mq/kyFHOh8F69/zJHzhFUW3Ie368/RVsuCN5VthWVWF+3If/YXvhOTdSg1k9PVMTXM46giHOwO/z3GbEf7Rip3dMoGtUIor/ud24j5zHWtdO7Z1m4uYYbc172VTnp8FdmaOwKdNIgJn9YSDE+feB4aBNal8q4w1kzkTS6eR6CDf892t+kzjMuoQyg5dD3+nD8cjVkVrdr4LpPtv1HyEwr5KND/rYtK+b8nYX9inOJ2N31mB9tYvtnWZaH7maU8tzHBz1ZYW9334v7hfNNHTmOarsip+jr8SxPFiWcpM7diRP6rlmuGM1q+c20f2Mh/l/v/ZqTq1nuonMXc3GOwpoIQaj9HU2sTdgxPlkIzUzumn52l42NUXY8vdXH9JPYLCy4iEX1hlWliwwTXy4NtuK87F2nF+OEQ6FYV7m9jZx5hDdp8G+sWLcTf7EUYATX1xkmzQDDCQYGD9F8g8JMDhpfn6kP5h9gEboJz7iBgOG07343qu4hrl/00gNjqULPBZjZDT0xbOEB8uxT3gQcLWPmpr76lrlrfS2Vl8dLXgdp/Qn4nEGfhcl/G4c81I75jT1TfxcL3u/0Y0/bsf1ZCXlN5VBfxPu7es5df+TbPl0pr1Psv+QrQ0scdc9qJU47eHRHV7ipjI27NycDErMa2DfLbez95sedn3Hyr7HyjJGdyPnAgCEI+fhcoxoAjh3lvAV5/D5mmy4SdexHZEpieVwRyL7xWXBCoTei8Ky4QryfJgQNlbkkZhuAqMF+x25NzNYbDjG1+mLa2lvs9D1XCebvpiy+uG6HTSvLO7qTZw5ONwIrxjTOIysFDch0jzDhPWO3M2uwWTN632OMpax9hE7j37TQ9/yRsrHHyIaJYwVS5bVt+JvH8b9bJSKrY05OjAjw0SLCWYVUOZMRx8OdExPMOuqmQYDfBhP+3QlesTNwbfAUV85cfpSziHOBuwP72BHtoObrJT/dQPlfz3ml8NPP88TxXG1U3jhPGEM2CxZPuBEBN8/7cLzWgSWuWivL8M4A5xP7sTgbsPTWIf3vlbaH57kJLICh3dnSkyZvBHPfTNcyvVf+iSl2WVL1h973Uvf4jIqZ8WTTwaxYl8W4fBPI1Ten1p7DQerixmKHzuB9zUbZX9pJH45mVzD+hk7kZf8RO6rGq4jxw0zn4pV8SZrMITvh3FWPDJ/tNymRbdjfC410X2mxL5BPNsiVA6/B/PN1rQjsqL9YVhY4M3aLDu1bVlrAkwLy6l6rJyqMb+dz/xF4H03MrYU70dyPtxIRHx07vLQFwH7uvbhVWqdtO40sPvrHra6vFQ+1U7tJKuCwhaWiBJ9B6zzpmYS62TakJCvl/jKDcz/XbLu59NWbv90F/7ARsruzPfmdvgam8pg1rUyw4DBMC7QNcJgZr7Zwuqtm6m9I/kujIuqaP12OaF3Z2Iznedstn1fCXP2HECYyEWYGU0OmQmci8BwnWqr66D1s4HsN5AZRmJkXvAkhcUKhAj3g334uoi8E8pjtFAhq8BdlbG9mF3OhpYBup7rZuuX3MQTw/3A+xrZ+UC2/qkZ83zg3Qgx7ClBnRiRd4H55qLPL8tfbaTyWBPu765Iv5BSIj4m7+bMDCOZ01pQSXOLka7nDrLpi+6rqx827ils9cPBKN5/OsT8Te15LsKRIPiihz4cNIxZMXDkQVSaYMUMG7U7d2B5oYvOx7+Ysvqhix1fqMCa53tOvNPL9uYuQliperKZmqUGoJYdbjtdz7jZ9Q0T7S2ZFwIyLXLkDtoZTFiXZskYGg9ysMNLbG4lWyYk488jjUGxbdK8+VjxEnkfSGl/Iu+GYVEFeYUb+ns5+HIc+7pG7N42Dv1PL+XZRg8X9UDy+iYwjxzvJTjbiPFyciqdfcJ3Mq48GdKijH0AXHw0Klk/ZRglNaW8Y1Z3NZjMzJkF5kVOqmzpg1pGk5EB82oaW0ZWkjYnp5af9BFZZMPweqZjpek/pDs3UoLaY+rpbG1gibvuQS3Dsvtp/Gol1sXjqrl5ZdT+Nwe1s4yZhysOhvD9MJpcoasvQJ8lTGC2CdMVP743YgUHIzKNmhgT2WV8Z9XKEgd4U4aKhk77YXYF1pvInrdovGKexs2rod1dNRpwMi6qYMOTFWwobC/p9ffh7vASv9WF6648GuGiKthyNh/Mb9UF00oXa49tovNZP47HypJ9tXz1e2lrPoq5fufV1ZEySg4TdRxpor66elLz0Isps3lNKz2f9dL0aDXV07CCxgjTvEzT9zw0HQhhvKeZhiJW8CkqmDE8CmvJ0jIMR3z4I5Wjo28ib/gIG8qoWpRlBwYL9uVl3F9eQdUdKXXNDAsVmzpY8VCY6GwrhuLSt05SpmWwPdRXpza7486FEq//7OumMmgb49RrQTgXZKura+yfQj5CfzW8etPIku17XIRfKuIogT6ChAg+XsfYo4TwvVWVzDN2OgBf6aFnuOMcPdKE+4hjelfOPOfHdzlOfNf65IIMKbyvr6VsNO+YDVu4G++FzB1/s82OMeEj8JYL+0iepcEQgb4ExlVLCrjBzLH8e1o2XJ2tOOeasH/WAt85gb/OMdx+JPC/dgIW1CSn3GRgmGenbPn9rLi7auyoAUsFm90riL4XxbjQUFjbfYMpug0ZDOE/Hid+eTfrfzTubz86wdo7k9d49EgT9ZGaLO1icspa2f5q6qs9U7tybNbljAzJ0bz5bDPKzPyFmRMrWO5toHbCLszYbokTv2xl7Ys9yUBHmilhsde99BlMmGaF8J/sI/pqckXZ6DEfob8qeCmPjG3n+Fw6Y25YrEtw4CXwixiV80yjKRiMq5LT+TK3eFM/Ld64aAn2WxxYHqihMt10mk/Owb5wYsJi21IHvOrnVMxJxUhVFTuF/y1w3D2JTLszbNTUOzmxvZPDf9FO1c3zsaWcCdFjbWPaxEJHj0xFfzx61E33nBp2/BmjDyQY/hm7HCduMI6ZWho97sZ9JI6tzpX3g1QAZlupeKSZikeKL6thYQUbty7BcKttbCBmroPalgNXr6NZFsrWOOGWkXOguABq+abnaUgNtA9G6N3Rhve3Nly7812xMdVk2iQ7ZQug+zU/Lsfw6Ocrfk70geVBe+5gXTxE19PdhOZW0vqfHVgtTo5u99DUaWLnxjJM6d5LvquKTpdYHwe/E8FS1craS220ffMg/jsKXSE5yXzdph+ODUalleNBZe5VFDO4qYLGJ9Ps746K5LFS9rvkiQOUz8jyQY45N4J4qodzaqXt12VvA0vZNEw/NGFNNy3mwlFaGrpgdAnVmRjnmZkzugJfnNCLnfRecdDwVAWnNu/GvR9M97eyJbGLpme78d9d2IodxS3naaTsXifGVg+7Ds3HNe8ou16OY3m4ovBkclmfxlmLCm4kLscZAPhthFD/AJY8+5Xxt3vZvb2Ls7OdNG7NM89I1hEf4SlIcm3G+eUaTjTspWulPZnsPB/9fezefog5j7TScGf+rfzo+XDaQ3V1C8U94SiyzKOfZRBPdTUtXLvhuJnE+sOQ+nxpME74lb20HfATX+aivc6ee358GumDGfktYzw6TP6bvdz+D5WY+3vpTJ1em4X5zhqqgMhxD0djZdTcd7X8hnkTF1jIajBB/HcDV6+rpZO5Ycuds2RiQ/5Rqf9ihE+GiVvs2LNNM88lcoLe02kC5INBPGt34z83nOh6mYueHuBCoVN5ACKc+EFwYkcaCO7/Irv9IWpvtcEy55gbQbPFSuiNwtMCT53kFHLjg+0cuH/sWR490kT9a6eIrRrJ3WGl5kFo+YYXR6ZO2+JKXI6juJ9xY21poPxPovR17qL3ig2Xs5BWL8N5n2d7YVl5P47vuPE8t4IldQ74WfpRxRPMMFP2UBUQoe/AUS4tT7nBnmHAvLDAaaTDozniF8NELhqxFjIC+Voqog1JnDzKUWMN7Z6qsZ/hBS9Nj/ZxKlZBhWm4rsijCCN1ffRIE9XVoakZtTjXgtUQ5nyU0Sl8APSHCY2M0stnm1Ej07YLE32lhfpnoda9g8p5wC0VNG6NDyegBy766NwfxLSmlSc/3cmm/W6ChjIa/qGME9vcHHzZVPDnkPNBQLopQ7PLqLzHSMv+XRye78Ls3UXvZQu1q/K8Vq9ECZ6JYFzkwDrpgYSXOHvES3heZfqglsnIwDsTczcZ77qfyheb8Dx9GOt/q8JKmMNPewjOddKcVyqJzAxLa9i4qp62vb2U/9exK3wXfXOaIn6ml+435rC6rryIfDdRAj8JET8Xov71vRP+6nb1XX3oOrrozlnmrGmkcbJB5Ctx4gmAGJFQlIG8bh6MWJYOn1eXI/QdO4Tv1SBn+2PDK20aMN40H9vyCio/7xpd6CBzADW/fiEAFwJ4/nEX3sgcnFsbi8yTOpk2ycKKv3TQ3eHh4J1LcN0GgefSjZibKNHfh+drnfhi1qvBuKUudm5K0NSxm0d/UYbriQYqMr4+SDBixHqHdVIL1iTicS5dCBOJm7FPtrsSD+LZ1kng006a77VhH9yM82QLu7dAQ0tDmsVfMpdpIBYhcDqMqbzAtmMwQfx3l4i+G8WYcereVROu97xmK+RrZHRYfukI8gryTlni/+LawFIwvasfpoi85kvePPn6iKyuwjLDRo274+oGg3HCoQTlj22kfJ4J29/a8H/PSsPnbdhmbKHqtBv/L65PWQ3Lamiui+N+sYmtVwxY722k8d7rm18l9koT6/ePHWVhmG1mjhFGGhrzp+fndWHHjrfxaEcA4/IN7LzOyVBzGs2DcBhjaiUzZw5mziZXeEydE3w5gGd7J5fua6d1ZZG19Eiw8YKXpm3e3Ksf5lvmvIw0slG825rw3nyNVr9LYyCRgBkwk+SUHffXPfgvgPX+ZtofsF/Ng3U9zbBRu7MZw9NuHv9iFwmDEds9jex8KP+b6UshL97wfCrvSxeUm4PjC400GicOFh+7+pMB07w5zMSIZamD1bdk6m5cIx+Z+u88vh1t+XVas4j81Et0ZS23jw9szrCz4h7YfsxPza2TzB31nh9vfzm1jol7sZevhq8dxf+gbUJwNRoJY7Pkyr1zDV05hf+4GWf7xO/EfGcF9gO9nIhUDI98DBO5uZVma3WW0WUmyh/fCfs78XylGnfCgPHWFWxoqaXieibLN5XTuHMA99NuHn0oTmKWhfK6Vlx5jx7NcYM920HN1kaMt0z805jRiwYj5rlGwIzNUY5pWTHn8RzmzIOzsbxS6RYo3zYkmS/OfHf7xJvvm8qoWOah93iEivssydGHNOR9zY55QLQ/OMmO+BLsd8LeN0O4ll6t92O/CBBeUDY8Si+fbYYNJkgkDPlPKwMYjNDnS4b3fa8NT282WXGkBDTjkTCRRbU8+YANCy6cR9okEAl3AAAgAElEQVQI31dL+UIzti/7afH6i3r3hTNgf6gZV9zNwW1bScyyUtnYmH+ewcsBund4sDb14JqiJV6zr6RoY8X4Xw23+8Z/8tDk6iYxvEpv42M1U5AL62r+U8+x1ZPd2QTxd/14j1gpyxDUmn93I41xC3PSvjpDsGdkxPHoQ9YYfbsexX3SSNnGnVkSqKdx0UvTxnEzLEbrNDBa7NjMJuZ/uoB66UoQz+Mt+CxVNG5tZ8m8q9M2ExfCnPjubtq+coK135iK/myc4HMttH0/DDcNp7GZpvSWppWN7Bx0s+ufHqX6cgKDpRxXS+4RcwPhU5zg9qspeEb2d+cGOv6sjMPHBpIP/S6mf/2lQDdtwwMfCr5Ez6XMCJhlwmyaiXn5BmyTGAA2Og3VWEbDkyP56uy4WjeTaHbj/kobA3sasw4QGG1jR85FowNXnqMCrrbPw/30uQ5cD0xtvsqCxcOcfQfgLOG4E7Mxj5GwGYNW46dPTrL/UEwbWCJuiKBW7HU3278TxbbGCce62d5umrjSzAwzzpaO0RPCfE8r314FBgOAjZqdHcmn0G/lf9zil/M0Yl3TQPuahvwPNsVM97TSc08eG+YxQsF010Zabx6YOCX0BjGSB6H3VbDVDf/yJgu28Ynu4kE8j7cRXNnKk+VXc+CMKCg/AiSffD81hWUuiBnnU63FHbwoCcK/DGO0DT/5mbcEm201FV/Nkujzepltp+bJfdRck50bMC91jAta5rP6UzTtkPX4a7tZ/8xZKtv2UZNxemS+Q95TpoOq/rtqMITvh5coeyT9Kpy2sgpmfi01d1QGl/toc7kxbnmehvGLH5DMNXTpzg0TA2cAi8uomLUd/+kEZamvveDFfcBKTc/IGRWnr60O9+zNPF+fLsgWp2/XetxvV7KjswYrac6ht7tZ39jLksf2sfkuY859xl730reggvvTdfRNt1O+bC+9JyNUWq6+0r6uGWu1G+9nM9x0zLBQ/kgr5ZOYqjIlLBU07L5GAeVZZux3jGsD85ruEUzzuzDdG7fSu6iBfVvK03Q7zVgWQe+7EYpdMDy3HG1I7ATe1yxUPJD2ROH2u+zs/cEpIvdZig8OL3PRM+kn3gbKHqiht2EX7j97EtcyE/F+L+79Zymv3zwcOMhnm2G/DhPETk2a4GVawwsbdV8oo+YhOPTi47QYWtl8r3XMgx7jMhcdo+/Vjsv97ZEKGvNdm+m4q/AVvfOduj8hcYBxOMn2YwUc7BrKOB31gpemR0+kf9FsO1Vb28fl1psiI/lPO3pJXOd1iE0LHRQ+EXXCXihf14r576zYCu2fzc13Clv6Pk5aIT/eixZqm2rGrqYIGG6yUrHeRfDVNk68GcU56WnJRqw2O2V1G66uljiNLKsaaF9V2GuMdzbw/J0Z/niTg6qHJl2stLKO/LyQZcnMHH0lw8IyKv/aiPmeipTFzEgm2nfvo7I/gcWUYepzjjY2a4KQbK+94OVQptflSJ0zPgVHUh752UYMxujbv5e+WSZMV/rwHChjSaYppUXJ1X+YT8XWmtEVcScotA0sIdMa1Iq908fRF7vpDVxiycOtbL7PCivN7N6+l011Xiof2UDlcitpFtUDRvsLkzR9OYxuGDMyTAm9UcywUbW+Al9bSnaYWXZud8TpPh2hdvFwK/q2H+9F4HtNrP/e+J1kqZCyVnAFVGS5ypxW9mGnU5qbJJvBMKHTBhyPDHePZ1iofGxCZhHJYeYsIxhmMjP3ppP+bj+29d85P74rZWxYluEDuLWMillN+N5wUbYyy1Os/jAhytPvZzCE//hAxsAZM2yUrZpJ04/8uJaPBC2CeB49wYo9rSmfZ4TwL6F8XYb9MBOjEQyfuHrGTDiHZhmZYyAlb1C2fSZzjVn+wpVh6ouJspUO9j7rI3RfamfQTmUd1L8UxDmNi1V8dMzEONsAMzJdpAbsDgfx7waJPGwralnuq4prQ2KBPoILKnBlOLjpsxU4Oj34zlXmvu3Pmh90CuqYeZU0tiRwf/Nx6p5JYJhtoWzdzuGk/wVsA8R+GSS6wJF9xcvBBPH+MP6+Qxz+foBLFieN7S4cc6FioYe2XVtZ/5KNFQ/UUFm+BMvsNN/z1FTQN8bCEx9Bprtc1Hjr6Sowr9MNY671moXDC2YrwznXS/eBbqx1lWlGannwG2ys/ezUnMXG5bVM35CCj6FsfSUAzJT9dYaHTTOMWG60haKvYW6y+Ht9dP+PTrwRKzUtjTgTh2n52m4ejVSy8ctVlC+YipHZufoP2Rdwy6sNLFHTFNRKENy/npZXBrDcUcmWPTVXR4MsqqT5QBnBVw7T/a0mep+x5h1UmDlrDuZ5RmZCMq9UXvJIEldIpyx1CsO7eRfiBpaa2yz/T7UY2fIZGB0bONCTmn7TiP3/shP9wSki91uSF3WGHGU5TaKCK6zMafcwNclZ83kP2bbJFSgodefGJ2Efr8jg5TiGOzbw/PP5bZt9SsZwqQoIfJVS/Zf7vWf5Pm6t5UDWz9hGrSd3BqDoL88ysLIy/UisGTZqPdm/SNvDB1LyDGVIzHkhzNkr5VSmmcKYZMCx8XlSjzThHLJUsuP5lOmMWfdpoqKpJ2MuDgDjykZ6VgJEx4waMa9pwLWtHs/p5iyvLn05z70pCSJYqNz5PNkmoRqXlWHv6OVUpCptp9++rievPFbFtiGmVc30ZBthMLucxp7k/I/oL3PsrNi2d4zs78N4axWN7dnH7eTeJlfQd0SYw1/fRfCWFVRudeFMmWJqcrjYcbCS4Cteeo+7aXrbxb60ozDHG58nNk852y4KOmfnOGpoNBuZT/ZEwelHK6TKv10oePrhlEmOuk5rhpnKp3qyXqMT5Xut5W5XC8rbM5IbMl8zjZjnzcHwCeAPBbyuWLPsuHa2s+TYIQ7v2JQmp1Yljd9wpuTUkrykfo8T5NF3KyQH0ycMzJlnxpimA5m1r3SNFdevZez7uQ6ir7nZ/ayfcAwsd61lxz84h4NGtezYW473W246N/fSabJS9rebabgrTW39SgvV2UbmpgzJzdV/yCzfNrBEDU2XfxsYGvi3PLYbGChq95fCp4ZOBT8YKu7VU+TfBoY+/O2H+b3PVAMfDn342ykqebFlSGtg6IPgqaFT4UvX8ZjZjnN26ODffWlo//87rd/yR8CloRNf/8LQV757vsDX5Xk+XA9Tec3k5cOhn7+0f2j/jwv9zK6Pkq7/roXo0aFt//PnKb8YGPrpN74w9Ix/Kj6hnw/t/5ttQ0ejE/8y8JNnhr7wP346pd/D1O3zg6GjT4wrd/To0La/+Zuhv3ni6NAHhe7u9x8OffjhDVAXX/dynB868a39Q98PfljwK89++0tDX/qfP5/e6zQPH/xw29C2HxZ8Rtx4QgeH/u8vPDP008K/qqn1+w+Gfv7mqaFfTXfTeaNcs0Ua+PDDoQ9/P92luMFN4lybjs934LcfDk3JKXnpV0On3vz50Ac3wPkxZe/pehnz2U1dX2ng/Z8PnXrzV0PFVnvF92uvQ3/90q+GTgV/NXQpW+EGLg39Kjh19X5R/YcbpQ28Rv5oaGhoaLoDayLFip/2sOnZOTy5s+rGSnBfQuKBvdTvM9LYUcySyCIl4IKXppcstE7JyjFjpc9NVgrTOqN4t7nhK2NHlwX3V9MS1pSn6yIexLPFw5wn2qlaMN2FyazQRPE3pMEovc2bCDr30Jj34gIiIiI3oEL7Dx+DNlBBLRERERERERERKTlpZ+qKiIiIiIiIiIjcyBTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpOQoqCUiIiIiIiIiIiVHQS0RERERERERESk5CmqJiIiIiIiIiEjJUVBLRERERERERERKjoJaIiIiIiIiIiJSchTUEhERERERERGRkqOgloiIiIiIiIiIlBwFtUREREREREREpOQoqDXNEvE48StFvZD45cSUl0eKV/R3KTc+XW/TKEb4ZIBgvz5/EREREREZ68YNal3w0lRdjed0sTtIED0TIPBODIDQi/XUt/uIZXvJe314Dnjoe6/YY+bptIfq6ia8F6L4vl5H3XPBidvEwgROBommBkku+tjdUE/3WxA91kad6yBpXnntjJa7yNenvqeU95JN/EwvngO9BC8XecwUwf3VVFfn/i/TORd7J0DgTJTUW+vYq7upb+gmRJbv8rqJ4t1WTfX+4suQ6A8SOBlOXidvdVPfsBvfxWyviNB3wIPneKToY+Yvhq+9nvoXQ2n+lOZ6KWjXN+D1Nl6JX3/F1+nn8e1ooztwaQoKISIiIiIiHyV/PF0Hjr/to+u5bk6ciZEADCY7Kx6qpXalFeOMqTjCJQIvtOGxNtOzzsRAPEr0NwkGsr7kLN4jXhK3uShfUOxxo3i31XOivIMG3NT3rcBl9eChmZ7lfqpbobkpj92866NtRxjXnlacs4Z/94cEl/qjmDK9icEo3u2bOLtmHw13GtNsECfQWU/n7Eb2PWybWPKT3Xhe8BJ8L04CA8YFdpxfcFFzhznP917AeyLHexkp8bt+vEcSmNdUYp89ucPb1/XQsy7LBhe8ND3qyfjn88faaAu76HjKycgnMnDlEtF+U+bzKh7Es8XDnCfaqcrnnOrvpWlzkNV7Gik3jfvb5TC+F7rofi1I7Aowy4T9rhpqv1CBdZKfzYhLgW7aDlhp7nFhGogT7b9E4g9ZX8HZI168q27HtdIyiSPHCJ8ME7fYsc8zZNhmgMRvokRnp/m0010vhbgm19t4H+3rL/62F0/HQfoiCZhlofyhBlxrrGT9ZIavuTRhSlg89loTEREREREZb3qCWue62LTtKHPWbKH9CQfmTySI/uwgu5/eyqZIa9obvvSCeKpb8I7/9WIXHU85CixUguAbfQD4fxqg1uHIfjN2A4q95uHg4FraM95gG3E85ML6aCe9q9qpTIlBxI63sakjzO11jey5x4aJGKFXPOzasYlw/R4aV46PsKQXPdJE/YGJt6jOph5cBb+jKIG+5L78J6NU3lt6t7eh77npu6OBffkGSedVsnZNL9uf81NWX8ZoeGcwRNfjTRyd7WTLzkYc8wwk+gMcfHoXWx+P0NpRiy3PYHBwfzUtr4z/rQ3XnlYKvmpO++kDeNNPIO7AUfRFkxyNE67roHVNaXzPua+38T7C1997vbQ0d3HJ4aL1CQe82cWuA020JHay477cwU5nUw+uZQUXUEREREREPuamYfphAr/3KLEFNTTUOTAbgBkGzHe4aHjQQuzIUfx5TyGy4+rpoSflv8ZVwL8zFhyQir3eifuVAayLrAy82sne49EC9zBW6ED92JvLV1qobk0Nv4XwPFqP51z610cjYSDM+feTN6rV1dVUZxrRMLy/3meDlP1lRfaRDaZyKldFOXwsdU8RTrwUgJUuGtbYMM0AZpiwrWnAtRICL50g38ll5jWtY76PHnctVozM/GSeOxgVJ3zIzcFzJqyLTIRe2E3XW/FCd5JFctpc75mUfUbPE8aKOe0HGCUSBt45T3RweJpfdXXaAMKoy30c+r6RqjV2Mo09SsfmvB/rcS8nUubKJk4e5ehFCzWPuXAMj2QyzHPgeqwGy8WjHD2Zf74h+7qx10xPYwVgxFjoCKeLfjo7vQwstGK94qOzs4/oYIH7uEFcs+ttvI/k9ZfA/1I34Xk1PLnJie0mM7Y1m3nyQTPh7xwqoD4XEREREREpzDQEtS4Rez8Bn7Ey/vm9ZaEdElFiRedviXI+DIZ5pvyDWrEQ3vZ6Hm33Y36wlea2Zlofns+pjk3Ut3sJZU3ClZmtroOOupQRZ/c009PkTN0C154OXIvTvHgwQt+xEJDA93IfM0duVPe4yDiG7Zwf3+UyypblDp/Yl1cw8MoJgqMBiEtE3wPrIuu44IsB6yIrvBel6Gw270cIY8H8J/m/JNEfoKtx/f/P3v0HN33f+b5/7nLEcKpDVl4WHe+IZKKyyOmgy0SwB99sBTt4MwhO1t2zToY4Dc7WK4ZA4+OUwsHHG68JXrc+ZnHc+EAh3Ki0QBqHSdy7cbsgbuvcBvfkOruJMlwxDaKsMgnaekW56JTzbRlraO4fkm3Z1o+vZBvH2ddjJqMg6/vVV9L38/l+Pu/v5/P+0PRKnMpdB+hsP8Bur8HZ1u00fSdEfEbyRaemzQ19ON5RT8SiJLFRlu3k+WiQs5eB5AD9P1mI72upoMGE33gSI3SeUPk6Vo+d6EnC32khcGFScGA4SFt7kLEw6lIP61aEGXhrPLB643qcJG6cUwqNEzdJ4tdLzzcU/+coWOzYzE5hvJ0gcqaLhsYuhpbW0r6vk9a2OpZd6GFXYxfByyUWmmmLEHgqf760ljNZgtUzXt7iDHQ20PS9aNZNP33l7xLhN5M4q7w4MkYLOj5fhTM5SDhP3FdERERERGQ65mD6YRm237fAT6PEcE8IbMU+CIPFmepclxLYSoQJfQCVf14BBbqByQ/66fjbPi5dM8Dh5YkOP77lqWiG8wutHFuZyg/Tsv0E1rtXU/fV3VRNJ2WQaQbh4/vp/chFXUMF/YeO0HHKRutj7ryBungkjHFfFRVmRtu43FQmjxL6Jz/uFQBl2O+GgStRktgzOtZJoleicHclZSV+msiFISivxr0ECg03Sbx9lI4XzxNNgPW+TTQfrsOzNPW3yp2H6F57kp5vHqThB2BbWU3jnlrcMzhH1LaxndPrkzD5OzTCBL7eS2xFHY2f66fnhQ5OLmmlbmX+N49cDGHxVGec4xbcD1bS29xEYE8n/lVWGA7Ssvs1nE3dGSN+7LhX2wm8F8HYbMcKlC2xYyFMNAbuCYUmShgLziVlFDrns0sQDkVhbQ0FS00ySn9nF30/jWMscODd2ol/YzoH3vJqWg+7CX6rhxPPbOfEYgert+5h94Y7UmhglZ/Tp4ufYDdr5S1pYOTKRfZpK3/XYkQB192TxqyVO3EB0VgcVs2PKaUiIiIiIjK/zEFQy0KlbxO2Z3rpOb6M3VvHc2r1vBLDtnknlYsoKagVe7OfsMXLbk/GeIdzbWwZzR+UMSrKcvc66v7SCcsrcNqmjrawLvfR2O1jZyLKpSuwrLy4Y4kcb6ABYMW6Scfhy73RzQj9L/bQ+5aBe1sj1evtVBKn5VAb20M17PtK7q5t7MMoFqcDU5l3Fjlx3msQ/rkBK6yAg3V/5qH3UICe5WX4M3L6BN4ET8O6KaPqTLk1xNlzBo5HKzO2T42mGU3H7sx4uW1lNXVPVlG20oUjS7DAvqaO9kAdyViEcMKK02xAK18y6uMNbDme5fl0kmrr5X6OfqOXIcONf1813qWVMNxCz/7tvPvwPvbcletNU6MGnQ8um/i0o5r2DmhpbiLwWBXRlwdwNnWnAlyZL/usG/4+SgwvLsCyZhOblrTQ+3yAZV99Yjyn1vO9xJZsYueaYiY4Zoidp/+CBe+e1RnBlCBtW0anymaMVbI4WfeYH+cCJxV327BMzuG12Inv6W58X04QjUShfJYCWhllqfXwMnrzThPMxkfraT/uWStvdqpajlOVa+N/beVvhkRGy6oSyIuIiIiISNrcJIpfUUd3h4OTp46w6/GM1Q+3ddK63llw86yuBTmSGRQbtbGV09vcqeTYmbOBFthwrikcArLYnLjXFHMgdnxfOz0pdOXDl7nq3keD+DbbcSxaSPz37NitC1PPL7ZhHbGzqbmdOk/q2Ozrd3PscyEGrjpxLRrK8Z5x4lfB6Z3YzUveNMZX5fvthVito2GLhSxcBIZhQHo8im19M93WXgLf7eCp4xmrrzV1U2vie5oqSfjlAIN4aJywKp4rvfpalpUGrQ5T37XF4cJTTC9/qY/203mCifnYrIzYN9HcVodnCYAd755juN4ZILbcheWtXBvGiX8AzvIs352jmn1Px9je2Ytj26EpAS0AFlqw3BwZ//0WuKg70Injuyc5svfxjNUP/XR+sQpnSSuGxgm+kC0olg76XAiwpX3iFDrbck/hwKnFhnNlsSnni5Au06Oy/rbpY/cfbse3NMd+ZrS8pVY9zZUjb+Ixf8rK3+/aWQZEhxOwKuNYr6dGcC0rn5nwk2seLSIgIiIiIiJ3xtwEtQDr8ip27Ktix0zszIhw8m9PELnLR+ufm1g5Md/InZy87D7RODFgVkD2VebGBc+cTP3PxtHQhZ2qptapL1zqoWopQEZw5nPNHPcuzDNFKswJf8bKkBNGN9hw3DN1C/uaWprX1Ob5RObF3+yh54yBq96P10yf/EJgUiJ9E8pr6e6pMT2KJfFGFy3fc9DYU5s9V9L7vTR8M0bNvt1ULUk/t7SK5n1TX2pfk04Qvrmd05tTz1X81XG8C0wMX4n1s//5MJVba7h6qo1AeefUwJZ9GU6uTnxusZOqJ1uperLwWxRmEDnVxYn3rfhaakysnFggaJODd9dLND5Q4iiypIFxC/hljMjwCI6VRQQ0Flqxl5dhyZs1cCbLW7Zgdi6fsvK3wIXbAwNvv0tiY9VY0DNxYYgIHjb9QbFHLyIiIiIiYs6cBbUmGxtVNNqBNdt/vTbI0WePMHCzAv8Bv7kcS7lG7pgZ3VEE97bTnN6W7xXpQEG2v5xpyb+yHjA2oib7u+M/fZrsWYYSxD6EvNGg20mMX6WCbcb1KLHrVpxmYhO3DaI/6KLl1CXKNjfTbHZkRY6cSKnvwZnnc5o3cusG8WHb+OinKS8wiA/fIJk1F5LJoM6kUURTxPpp2ds/PuVwjZWWvbsITJ6CGL9K9jTjGW4ZGEmABLFInBGzheZ2nMFjbRx54wYV26ZOfcwuV9AmTGBLG9EZGkUzNsUMC7byMhYC9uUeHPdUYHcVu/8o8WvAkoIvnIHylilG/9699K9p59ij2UaeftrKnxXvI9WceCbAwdecNP8nJ3zQx8EXw9g2t1JpdgGCUelg5tjnLmqkrIiIiIiI/Gtyx4NaiXMtbH9xYufRstieXnHOimOlC/tdy7DmzFU0Lnm5l73P9hF3VNP63+pwF9t5mmXmOspMTGwzQe5OdGrfo/8qw2aH2PUEmMo0M8LILWBBatpj+PjjtJ2ZuKSZxWanbBGAHZfHgdXmxlFwSFSCwYNP0fOOlcqdB+5ckvCiZOaLyqbASL+cQavJAcoyysrhUmJ8ihkkCZ8bnJhDy1FN+wFoOz5IfFVGnqCRJElLOopxPUjLzkkjCy1W7EtS+7A63LjsNpbdZSI4lYzQu3c/ffFlVO/rLJjs/s7JF4QdFSdscm/xaJj4cJzIzxNwn9npezNV3qyUOcpw/l6u7/ZTWP5W1NG9z0rPiy3Uv5KERQ48X2jmwCNuzMTigu1bxkeVjp3bdlweLzYlmRcRERERkRzueFDLtrGd0xtNvPBa4akwlhXV7Hl2HbbPOlIrsN0RBoMd9fQs3s1LDZUmOmxmR3dMh4Vly+wYkTgGrryrtgFwK0r0AysVzlRn313/EqfrTbzNhUIhBRvebe3Y/9KJawZGupl2c5AOfw/WPS/RuLbQL5Ln98iSQ6p0dhzLof/DGOOBMgvu+s6p7+2oprVl4lOxfwqDuzYV71xiNidYnIKlxuKies8+1t3lwnEHg8CRU/W0hGro7qouLel5ERKhAF2notiX2gi/eJC+e5qpWT6TwbtC5c2G9+lDeHNt/mkrf2nWlTU0d9cUt5GpfHfZPrfB4MHt9FyppvNIbe77AiIiIiIi8qmWN+PMJ58Vx4o7GdACiBH9GXjXrDY1AuFOcayqxBp6l/AtEy/+IELI4sF19ywcyJI56FAPR4ngpXLVJ+kXseD2eDDeDhMretsEl34ax7HSWThAWQKr484GtMAg/pGB/Y9Wz1pAK3kzRuQnQY42P872jgGsj7bTebib9i8kea15O/WtRwm+EyVuJAvvzISiyttkn7byNycWYrWC5bcXzvWBiIiIiIjIHPrE5NSaeQuxZK4sOFOuRbl0y0u1x2wApdB0N8g9eqjQthnjEz5bSdXi/QxdSFJZYLRSZGiAkQd2sLqIpPczIjN5d9a8VaWJ/+wSI+urTX6eaU4/PNfGljzJ/zN/EuuqStyH+nk3VmNi6liGxLsMXnBQVX/np28uXFSGvdzKjJaa21EuhR34npju57HiqPThs5VN2n+M/mf3cnahm3XrmznU5saeLgKuRzt5yRdl8I0g51/tovd2Fe0dNTiyBsJnp7xN9mkrf3PDgmfnS7w014chIiIiIiJz6rc+/vjjj+f6ILJKJ0pe+BkrlhkYiZX4IETUcOBeac89wsrEeybf6uFL71TybVNTD++sxBttbP9hZcYqh9leNEjHU69R8d+6qSl2pMhM/ia34oQvxrAu9+DMl/IoaWDcWoh1ca5vO8nQ819i6IFvm5h6eOdFvlNPR3I3x7aZyy0EEDm1nf3X/Rx7urLokVpJw2BkgRXrTARMElFCVwwcK93Y8+wvedNgZJEVa64P+FEfDd+w0HwHph7eSabK25SNPm3lrwglH3+MweNnubG2lupPTA44ERERERH5JPjkBrWkeLfjBPfv4tLmYzQ+kK3zZxA60sCRxc0c21pgRJLMDCNMYE+Asr8yGcQY7qdld5hNh5vxms1vLnOjYHmbTOVPRERERERkJimoJSIiIiIiIiIi8848TxQvIiIiIiIiIiL/GimoJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWoAJGEkAACAASURBVCIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy73zyglq3f82vbv6SX/0qOfvvlUy/16078F4iIiIiIiIiIjJjPnlBrfdP4v/P/xV/14+Iz/JbxX/8t6n3On1xlt9JRERERERERERm0r+ZqzdO/kuYiz//9dQ/fPjL1OP/+pCL7/0D/zzlBUu49/7PYst86hdnad3zOpfzvN+Kra20PVg+nUMWEREREREREZFPiDkLat34f/voPDWc+wX/8h7HvvFelj/cT8u3t08Mav27+3n0K0vINonwRug1jv34l9M7WBERERERERER+USZs6CW/cFWXn5w6vOXX95Na/DXQAUN33yaz3/GxM4WlbPy/uyjsOK/OAOkglrxH7bxdL5AmoiIiIiIiIiIzAtzFtTKJvEP3+S54OiUxEu88I3XubfpCzgWzMz+y/63Gpq+Mj7lUaO4RERERERERETmp7kPat3+NbH3f8wPXj3DG9EkWO5i43+uxxH8JscvnmXPU++x4ZEv8JB3JY5Fluz7MJFTC8Dy793c/+/H/505iktEREREREREROaPuQlq/fx/cOrvfsw//GyYG79IjuXC+ozrj/jP2x/l/t+zwMq/wfXGKQ69GuaNU8d44xRYFt9F2bJ7uP9//xO2/nEFU0Jc//5+tj/moSzLW1p+f8nsfiYREREREREREblj5iaoVWYh8c5H/K/fuQvH/StZu+aP8Kyq4N7fyQhTLbiLex/8Mgc3/JrYBz/h7Tff4+33f0H8Z2Hi67ZODWgB/Lt7WHn/f8Ce422VU0tERERERERE5NPhzge1/uc/8V4UvE/V4x178tckou+Rba3DlN/B6fljnJ7Rf1/ivQ8ruP+eu4p6a+XUEhERERERERH5dLjzQa2rP6TzG7nDV6ZVbeflJ+6f+Nz/+pCL7/0D/zz2RJL4zy4Ru5UkfuWf+OflD3Nw638YG+WlnFoiIiIiIiIiIvPTnQ9qrdzOy9/O8/eLx3jsb9+D5V/g+b/elHMqYVb/8h7HJgXMLL9zF2WLgN+9h/uX/FuSkH3qooiIiIiIiIiIzBtzv/rhTPi9TbR9e9NcH4WIiIiIiIiIiNwhv/Xxxx9/PCfv/IuztO55nctFbrZiayttD5bPyiGJiIiIiIiIiMj8MHcjtf7d/Tz6lSUkTb48+n8d5/TFQq96j+NfOsa5Yo8lW34uERERERERERH5xJq7oNaiclbeb37EleXCcSgY1PosG75Sj6fQy9K0+qGIiIiIiIiIyPw0d0GtEqcf5ncX997/H0y/WqsfioiIiIiIiIjMT3OfKP6eB+n4Lw+aX+Vw0V2zeTQiIiIiIiIiIjIPzH1Qy/IZPrP4Lj4z18chIiIiIiIiIiLzxtwHta68ztNfer2IDe6n5dvbWTlrByQiIiIiIiIiIp90v/Xxxx9/PCfvfGuYi+9/ZHr1w3FLuPf+z2KbgUNI/kuYiz//NfxuBfffo2mNIiIiIiIiIiLzxdwFtUREREREREREREr023N9ACIiIiIiIiIiIsVSUEtEREREREREROYdBbVERERERERERGTeUVBLRERERERERETmHQW1RERERERERERk3lFQS0RERERERERE5h0FtUREREREREREZN5RUEtEREREREREROYdBbVERERERERERGTeUVBLRERERERERETmnTse1Pqtph9/ov8DiMX/px71qEc96lGPetSjHvWoRz3qUY961KMeMx4/aX7r448//viOvmE6cPRJ9XHnH8/1IYiIiIiIiIiISAF3PKglIiIiIiIiIiIyXcqpJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioJSIiIiIiIiIi846CWiIiIiIiIiIiMu8oqCUiIiIiIiIiIvOOgloiIiIiIiIiIjLvKKglIiIiIiIiIiLzjoJaIiIiIiIiIiIy7yioNZtuJzFuGiRvT3M/SQPjZnJGDkkyJYlfDBH6IDHXB1KajwYJHO8nfHOuD2R6koaBcWuuj0Iy6Te5gxJRQu+Eic/X73u2j/9Wade/5HCY0DtRiq/d5/l14ZPkZpj+4wH6Lxp39G2ThoFhqM0kE5VeJ8ywT0nbTSZLEH0nRHh47uue2JsBAq+HubM176eLcbGfwPFBYsVvSfj1AIE3i99SpmeOg1phAlu20HImnuVvMQaLbAxlXrAiLzfQ0D2Q5+IVJ/jMFrZsMfNfgLDZg7g+QFdjA73vAxdPUO/vYOD/M/0Rsh/pDzuo95/IcgxmP0MRxz8m9f3PWqF8v5eGxi4Grpt8fhpyV0w3CH23g44fXi1+p9eCtGzZQuDCDBzgR4MEjgcY/KjI7W5cInhmiFhJncn0ufNiEWdGzs+cYKC7gYaXIyZ3lFnu4wx8vZ76U0WeoQXOk8TFICc7m2jY/nhGOXic7Y1NdHwnSLjE8yt+psVUnVHUeZERFEi80UVDYy95v8kLAZP1Vq66NbvxOjPHbzILZXP651T6PH4miPlPmkuE3sYGut7IftUwYoP0Pd9Gw1P1PJ5xTtU/1UDb830MxkpsPn44QEdnL6GZ6OCkrz+5PkPu7zvftbiAmTz+LMKn6nNc/1JyNd5vhHrp6Byg+No9z3Uh/f0VLHszcj6O1jelXL/T30sRDfLEByFCF+MkMdN+MulWjKEzQYY+LL5sZPtdU228QgHUdP319YESfoNplINizUJZLL0TNgfe76VhtK2cofBnKL5vMKr0OmGGldp2m8Fr8HTqlvkh3YaYUo8VPn9KL0dXGejsoDd0o+gtp5peXXQjEiQ4FCsyqFVsWz6fAn2M2waxn/TS0dzA9ifGr52Pb2+gqbOXwY9mLhxX7LVwlPHhEMEzlyj+1zSIDQUJRmbiPJjJ3yRjr2b6GvPQv5nrA8jtBpfOBImWV1O90mpui1AvHcedtJ72gxEn/oskIzlfbcf3tdP4Mp6JfKeelh8YWB9q5/hfuPK8k0HklQ46Xo9gJC04Pr+T5gYv9gXAb5LcGI5jy/3GE4Rf3ELbuWx/ceE/3I5vqYmdbGzl9Da3uTc0LfX9Bzesxr/eUdymN8P0ffMkZy9GSdwCy2I7FWtrqNtahXP0pxwxiA/fIPmbSdvmen4aUhWTk8p6L2Y/iXFlgJOnejl/MUESsNjcrHusjrr1TqwLzL5znOAzDQQuZ/nTCj+HvubDDukGThDW+PHenf77hQBb2oM59uuj9bSfvL/4zSgD3z1J70/CJG4Bi2y4P19L3RercC42e/xmjZD8RZz44syTPkxgSxtTPsHGVk5vK7C7PJ/dte0Y7Rttec+T+LkWdr0YpeLhZpobKnBYLak/3E5iDF+i/3gHbY3n8X/DZPmawsT3X4wPB+jojOI/3I7n1g3iw7Y89Rawys/p0/7xfycGaNt+lDBudhxrpcqWZ9vhQXo6jzAYS2JZ7KL6vzRTe1+qUI4UqjNnoWzmlu2cyuJWnKvDAHESt0nVwVnlOB8B7vNzrM2HjRGM4Tg3bk19z+TFALv2D7Bwg5/dzzbjXGoZ/9u1KOdf7eLIrrNc2ncY/0rLlO3NHEfgqS0EMp+YUK/n3s7Xchr/qvQ/0tcfsnyGUsTPtNBwPHuzx1V/iPbN9mnt37jYR8+3+gl/ZJDEgm15JQ9v8+Nbbu6aD+nGe3QZ1V9wU3CrvPUq6XrZk/vvS320n/bl/jvpa3q00IEA10OcfL6Hs+8bJBfZcP/JThq3erDlvb5Mvqb48NdHCWT+Rulry41IkOA5TF/3rv6wg45oatuCdcG1IC1PBTIaxC5cKyJEMo4rbx1pRBk4dZK+ty8Rv5mERTacK6uo3VaLZ0nqJdl+11Qbj1TbaJGJDzXxTYmeCdDz8iCxWxasd1dS+2WT59qUz5tD5nV9iuztgUj7loxy7aP1dGXBw0mdY1Pfq5S2zmTGlSBHDwYYWpO9XZkInaTnyFnCidQ1ZFPDHuo8ky46N6MEv9VD79sxjGSq/bTpyR3Urck42hGD+HAcY9JJVvgzZO8b5G5LT6ojTclzvZi450nneZ7tCrTTk8NhwjErzjVOcl7CTV6Dc38XFnz7XsK/Ms/GZs/1UttBt+OETnRx8IyFJ7L2cdLl9NUhYjeTWBxenmiYWk7j75zk6Aup8xCLFcfaWhr/0pfRvk23IZhcjxXuW2Y9B/N9L3nLfRYFrkOpa2vx2+Y/zxNE34liONy4y3O1UUy2u/Kd5xYfrS8VOi/iBPfvInBlGb4v78a/xok9XZ8nr0UZ+v5Rjuzu5+y2bto35vlW8/wmme2TbNfCfG2b0d8z57Hn6tfhoTHQjNd0H2sGfpPbCSJv9vPauSEiH8YxkoDFiv0eF5UbH6Z6vStrm2LETF9jHrrzQa1sJ+HxBrYcT/9/nop/YkU9tRHlry/9sIxQgIM/MLAtsZH4wUF6XAdofCD7pSXxZg/7X4tT+XQ3tfYhep7toeWEjcP1bvJ1Z3KaXCFeCLCl3UyrePYkLwwxCPCPQ4QMDx6zfQxjiJ6nuhhy1bGvpxOXDZLDgwT+5ggt+w0OdFTjMB0UmhnJXyWA9HQqMw3hyyfZ9cxZyjbvofuvPNh/O0n8vRN0PdfErlg7x7bmC3hmmho45XaIo491MHA5QMOWQK4NpwYu0lIVcYG3vR3h5N4Wzi72sedAM55yC8nhECeeO0jT3hjth+pwmfwNslX8ExrhBTqB2Tu+Be4NZvnsiTfa2H4kSoUzX8QGIE7oxxGSd9fhf9Q9sVG8wILV4aa2vpahXSc5/49xfNPslJsx+Tt0rXARuTz6bxf+emfpO78do/+5AGGLDduiMIHn+nA21YwHjye8NsLJ/T0MLa2l/XAl8Vf20/M3HZSVHNwrzXTPqXEG4VM9BG9ZsNDPweMeurflCmy48Z8+zYSzKh0MjLrydCLSLr0VJIGX5u1VOCeVHctSJ1Xb/YTf6CD41iX8K/M15yYfh0HoSAMdbxgFgkRZjj99Lc3WwByvoWaiIz3DQdxRl0+ya/9Z7I/u4/B/cmH7TZzBF1roaa4nT804PRPqltT3Fp3yvee5M359gK79feS7Oo8kgLvzvADgVphASwcDi33s6a7FPtxLz3Md7P1Nq7l2REY7KX6mhWy/0dRPkaMxnrcBn0NGcC9+poWGVyt44mvtuDBzjYoT/HoTJxbU0Py15lRjPpn67Tv2GrQe9uMuKmCV63NNetW5DlqOx1ld307zH0LoOwcJtHZAEfVf8cGRTFnaA1mFGSr1LabjdoLQqQ4O/shKRa7z9/JJ9nacx/30AY6vsmEMB+l5di+Bpm78q9I171j7o5rmw924FyeJvdnD/s5dXG04TPP6QrXtNBQbXMgpS307SfbzPNt2cfr3NtC3aGHed8y8KT/db8i97fSUm4eRU/W0vO6i4p4CG5sI3Jtqh2ZhXAly9LkTRH/fSVmO1yTe7KHllMHDz3bjK7eSuBBgf2sHdLXjKx99TQe7DkVZvfMAL613YLkZ5uTXO2jaGy+qfVuK6dUBaZnXofR13DllvzmuQ9n6BsP9NDX2sfDf5nvT1Ciyqde7UmQ7zyOc9LfQ/wcVFGzRXg7S+36Syqdb8X9+YovNstSJt76Zkdh2jr4SJLKxjpw9rmznaugoWzoGiGTGFbKwb27ndJbAYeGbUtnr8VT5smMratDANH8TI0xgbwcDrKb2yWYaP+fAagGSBrGfDtD7wn6eerWK5gN+3ObvE85rdz6oNeEkTDUqI39xiM6HCv+g7m2nOf1noxVAO/5V6caMM9XASzXuinA7SfyjIQZe7qU/dIOyzc10PuEi9nIb+7ufov7MJurqqlj3WQeWsUoyxsCrIdjYSuPnHUANOx89z65TA7z7mJvC99jmgetDHDkSZOReJ87YAEeOuGnf5c0zCmKc8c4Ag7cqadxVjStdiCzlXnZ89Srh5j4G/qmauhX59zGzYrz7P+LADYYuJKlcW6i7kGQoeJbE3bXsq/ekG0cW7Gv8ND4aZtcrZxl6xFXy72y8fZ7zOKjr7qZ6NOJSaPRAkZLvnOXsdQe1LX486UaApdyD/+lawrt6OftOLa615vY1oeL/qI+G3b24dr1E4wOZ3+MsT9W4HaH/dBjurqNqwrkTGRvdMt7QsOP5YxeWF/vpfd1J7Z9kG6nVS8ziwv+Hsx/QgtHvcGIHesKd9guBojvxSSPGpTf7OfnyAFHc+A+04lswSNf+Hpp2nsf7yBNUr3fjtGWMKHr7LP3XXfjbanAtBdc2P+++1UX/mzF8D5d6X794M3JOJSIEXzxI4G3wtRyjll52tXfQdPMJGut9uEz0CiLf7yWMg7oNE5tMY42hjMBBxQM+bOcG6D0xiO1PK7OM1AowhA3fAxWF33h0u0SEgeM9nHjLwGKxEDneQtsvd7KjxoO9qLsjGQ3MsUDXqHQD7HaC0KtHOHEuTCw9Msb9+dqM0bN3uiOdZOjv+0ms8NP+sCvViVtgx7uzkUtvtRGq6eZQ+pzMNwID4sSiwAdXiecdqTdD0iPhPNPs2CTe6iN43c2ODj8eG+Dw07wtxvYjvQz86TSCzHlHWUxujCcZev5xurBRRum1eDwWgfJ1Yx3x+HAUVqzLHVi4FuL8ZahqqcWdvj5hseN99GHOvhlgKOLHXdR3O/lzpduFmS+5HSH4SoSFD7Wze3OqvPt27SG+vYUTfxfGN+Mj3fMwMUqtwA5IXAOG4yRgBgI4af/UT++1KtoP+zBe2ZLl1lOqzCYfak+3fcG6uIY928Js/84Am7qqUzeRLp5Ptz/qcNsALDg2NOK/+CW6gkPE15sJOgVp25K/TWT21uLcixP/ABwP3pn2RlbGEGfPGFjWV1E5odM9+j0XMTOkZAlC3xvA9pfdHLonRMtT57O8JtW/qth2jJoVqRrF+vlG9vysnv2vDlHVUImFOEPBEKzfTeMGR+oGgM1N3dO1vLurl/MX63CZqD8KBT0oHJqZGbcMEpDOAVjSsAiIx4nioOp3Z/LAimO8dZazNy14/6Ry4o3Fc21sOUeRAWcLC4seiQtgMPTmebi7ju7R+ohCbYiZkOTGdQPKy3IGa2dD5HtdBG+to7lnx8SBJxYrjlXV7D6wjKONHXR9bx3HTQ/GmN/mdvrh+yEGAeN/hIg/5MOe947zDLt8kvpn+jGw4FhTzc6uarx3p84K19ZOjv3xIP3ffY2Tz/ZzNGmluu04dfcBN6NcGobKx8Y7Lw7POuyn+ol8BJWzdhNq/CI/5U7BaKWRk8kL1u0EkXMBek4NcWN5Le1NNdiH++na38OuxiGe+Iof3wozH9CSEQQsRWTqVJzJTE65NEL99H3kwHlvnMHjJ6haWShifYPEz5PwOeeUoe+Oe92QjJIoNXfMcJCOQ4NYN7eyqdQYwm+SBa97N67HSeLGOeUDOHGTJHq9tHnesbfPEwdu/N9DJB7wTvtu4oRGRa72w+0YwY799P/ShX9f9aTfJPt5bd/YzmFHkP7vn6Tj+1eJJ0aTdlqwlS/DueYJWnf6cJvqQGRjosE9I3fDsjEY7KinJwSWxS7WPdbK7o3udGfey+5DLsLn+uj73kGaTiVh1Q6OtVRhA6JXQlBejXv0+1q0msq1MBiJYpierDJzZROKPaeSRH90gv4fDzL0vgHLq2k+XIv7MyOMLPBz7PBqTj53kJbtJ7CtrKRqcy21a7P/BrEzbex/3cBV3z4eXE7L9ttZVvrp7q4g+OoAXc8GuHHNIHVWWbAuLcPpqmJntw+vI3/hNC72c/L7g4QjV1MdWizYN+ymfaud88+3cPK1DhpeG92nl+ov1uJZCvmG+xdueicJn9hLxw/t1D57mJoVNpLDgxzZ30NLLEl320yMbCjWDRJxwOmY+N4L7Cy7F4I3boCZc/KjQc5eBgjSe646S5nLc92chuCEkW7Z5BvdluTShTB4Gie0F2x/WIWHHi79LIlvqYnOze0kxq9GJk5FWupjX8ALn7Fy6Xihhnyc2BWwri0rtSsFxIlGwPK50d/RIDGcBLstd+N+qYd1K+DEq71U2h8eH6n1ymtEFvuoLbLRl7xpMPLLGJEPoozc46My2yijfw4zdNNK1R9l7HyBi8oNVvrfjhDDXfJ0veIYDB5p4eiVShq/9m285RZIROh7bj8dLdB5pHasPI9dHyd3BhNDDIQABhgI1eCaMoy+xHN+RR2de1L/m30s9SXCb1vw/tXEH8j2OQ/OI2GiN6txLIZ4LJql/WHBudwJbxYYoT4mX/lJ3yAysZdPhI8ihLDgccziCLV8boY5+Tc9DC7wsru+clJZn6VRuFnZ8O7pxAtwLcdLrod5d9jFulUTvyvXqkqShyJEqcRFnKuXwel1Tvws6fbtlLo5x030fG20UkeilaJQGyhnPZC5j8shsHhwlNymnR7j4knaDg3C+t34Jw8cyNYeXOGj9r6zBL7ZRoAdVGebfvi2Bdc2X1ExgPiZDnp+YsW3b1PJ9XkyCSyAhVDE1LxLhN8G1jruYFsqTvSnBjzgzT2TyurB+wAM/DRKHFeWY5vLvszsmLug1u04we+eZeQ+N64rJ+h5zUXzw5lDGmf5wrWijmOBGviMNWsAxnq3l9omL7WkGk18Jv2HWwYGYLdmFNxFVmwY9D+zhf70UzMf48928TE7nL2AZJT+zi76fhrHWODAu7UT/8Z07qjl1bQedhP8Vg8nntnOicUOVm/dw+4N2asM65oqvIu6CByqoGybLz39MMSJF/q5cW8tVZ8tcCw5pt2VwrjSR8fBASwbW2l9zCCws4uOvUl2PrsDb84AXxm237fAT6NTGrqxD8JgcaaGlxYT2LptED13lK5TQ4x4GmnfHGP/ljZzCfpuxQlfjGFd7sFpg/jPo3BvVd6Ks2yJHQthojFwT/gAUcJYcC4pgyJTHxoXAux/JY7nC9UYZ47QccpG62PuIvKLkVrF8xawKBUOGM0bMOWuOqRGUb7XS9fz/URxU9e2e2zouRm2lT7qVvqoK+LwzMg1ZPnOseLdcxzPbSvWbHeyFthxb96Be/OO1Pd92zp212zklgGLrRkNQQtWK/CTHuq39KSeyjeKcgbLJpRyTlmwO5Zhf6CR9q+OjkLLHK3roa7jJWoTUcJvDREvm9qtTg6H6H3+IP1XwL21nd1FXKytDi81T3upKenTpvdBnPMX4pQtqcD7YCVVG6rGcilUt7zEug8GGfi7AQauXOXSTxJUN0zcPtd03vw3gy4x9MME9pp9Y3e/LeVedj7xLoPd5wld9+FLN4YnN6BnTxk2OxCNEcc9Xp/djnP1A7CvNnG/83ac4P/xGrG7a2n8o/P0nOripLOVuvsyW3h5Om03E8SB6HAc0+NdTEzNKWw0oGebeEd7sQ07EOx+nMHuzD9kaU2ca2PLOQu28tWs88BY49Rixb7Eiqe+u/Bo4ti7nB+24F01jVuHiTChD6Dyz0dv8sWI/gzs/3FZnkCZHd9fdWI5dZKjz3wpFdy1WHGs8tF8oNbE1MOMwHr684Idl8fB6lxTq27cII4D+6Qeo22JA4Z72bWld8Lzs3dPO8qlt5O46mtTAS0Am4uaR6robQ8TuQbOdNska1m/nWDghQDhJT5q1gzRd+wo7n278U64Ns5SoOJ6jGjSybrJRaXciYs+osPgXQz2P1yH69QJel9bx57/lMrnkhwepPf1CBZPI4eb0x33GR6hPpOSoT6OvHeDhfEI4QkLgIxwYzjB+Np2hVv6sdB54lTiXj4LB5rP7QSRN3sJHB8gavWyu7uRylKmICUNjFsLsS7OGJ38qwQsXkj+CZUlGL5KFCe1k4Mzy5y4br5L/Ca4FldQudlG8PVeBj07U+XodoLI/9nLADaqv3YsPRsky4jNT5rhIEf6YrjWVhJ/+wgHz7imlPnCQYX0bJS1bsyPE58hiQgDrwQI/CiKdf1uDu+sLJzXEgA7vn3HcL3ZR+/3u2h5IZ7K/QtYbHaWLa/E39FKldncmjejBF/s4sRbI6xuaKf6w/1s2W8yBXoiSuiKgWOlG/uiOPGrgNOBjSJGL78fYjAJ3rWrp3GDqFh2nC4rvDlI6DF39sCWEWLwLbCud05p4cx9X2Z2zE1Q62aU/udbOHnFib+rlcpoD3u7m9gVrmHnkw/jyZkwDfj51VQwYDgBq1INYEg1jFMyIo+5OmimEyFmSo8KyfMKX8tp/L8/efrH7ChpOGWuERQWJ+se8+Nc4KTibtvUIN9iJ76nu/F9OUE0EoXyPDFwayWN3c30vtjLwcZARqJ4P+1bq+5MPq1kjMFv9XDkR1FY5ae7PtVRbuzezdHWHnqeOs/Ak920/km2jS1U+jZhe6aXnuPL2L11PKdWzysxbJt3UrkIU0Gt5HCIgeBZzv4oRAwn1V89NJYodULHKF/j7maI3s70fHtbetpB+i5CyngDf/TiZ1mziU1LWuh9PsCyrz4xnlPr+V5iSzaxc435ajeZiDL0d0c58oOrlG1upnGrG/7QQtvX29j+lofqqKCk1wAAIABJREFURx6mypv7DuT4aKzU6BPrXQ6qtq7L844JQqeOcOJciNhtK66NzRza6jE3raikRrLJDkBJdUbGvq/FiDLagV5I7EPg8lXGu9Op3zEld0N5Rsv9qHQAI242wfU0Teecst7no/a+/Pu32Jx4Nk/8DhPvnOTIqbOEYmC9bxPNh+vSI6AKmM61YvL+rwVp2R8kCcSHw8S/F2bwe/muFQN0PGbJe34mDYORX5VRHTiNfzFZph8WZ3IDuoi1M6fUQ/lZWP2gD9v+E/S85kx1fkkQOt5DMAm8sostr+TZ/GaUvr9tofeKE39XDd6lXoi20NO6nfBDe9i9tXBOtmT4XUIAgyEiT7in5mEZGwGdKseUUPayfxcLYQHpW8IZbidJkrEYBtlGDGS/kVVXnyR+MUzM6sRzb2rb8Dv5jixJ+EwfMZLEJuSzM//ZAGJv9hPGQ6M7fU35KMzQTQueFQXuk1udVD3ZStWTo4eTvuGBQexyhBuLs5/x2RviGZ89Vy6oBWAhycjtSc//JjkpsfFsjwJyUrHWMrFDnojQ9+oALKnGla9OGm03/3QZNc8+Qe1nqykb3kXP7gaGHt1B3UOzPN4mb3Jyg5Ffp/93qY/2b9g5+c0edvXF04ninVT+aSuHH3JPe4T39BUeyWZZ5qAi4cS+anUqOHyXHVf5+JEv/IyV8LEtdFxdlj8cfivM2b+LYVlfC6e2TJpRUWrotEBda4Tpf7GXvrcjGNjxfKGZQ4+YbENlEf9hBw3pXF+jZ9iNG3Eot8/8b3kbkjn/mK4jFltwP9FNZ3mAo61foiedKN7uqmJndzPeO5dJIaeCo6tuj+bpDXL1c366d/ngR23senEXDe/XsuOxTeNTswtIXjhL30cWvI/CiS3mRqkVNOnaN7lmMS72E3ilLzVifqmH6qZD1K4pcjTPAivODXU0byj11nOSeGiA4LmznH0nBsur2TPWrpt4ncjbbs5YqMm3KEF8GCx/kPmCQvVFaoCOsbiaTZNHqRX4HouSZV+uR3bj+3/aOLjXoPbJWqqm5NTqZWihj9ZH/nVMPYQ5CGolLwR4qjOIYatkx4HdVJUD5Y0cu2c1R18IcPAVJ8eezh3tjV0OARCNXU3daU0Cly8RveVLdwUzGqC5Wia57ramO8X5h2w7cAKRj+KwKl2Ir0aJ4GLd75v6CqbKmjQ8/0mYLRHkdNiWewpfoCw2nCtNJHBe4qG2yUNtvteUVeDbbMcxeld2ukGDCcfpwLXKw8N/uJuazIp2SSU7Dr9EzeUoCz9rJ2eXbUUd3R0OTp46wq7HM1Y/3NZJ63rzY/Asi8D4TQXVf+1n3Wftuadk3lNFc9NqbIUSeGJgYMNyjyPjt8rSgV7gou5AJ47vnuTI3sczVj/00/nFqYmu8xmJBOn9wJm6a2KP0n88QNmDfjqPVxE+10d/bISyrDGyfIlWYwxu9mG/xwpTFhy2YXPYWfdkJ1Vrndhyxd/uqaK5ycCRmR9ihkcSTZC3zogWnN6b/Nml1LkdjZFgIfEYQIjIR6TP39Tv6PnH/MPes5f70TuS+XMW2B0uOBclNpZ7KDV1CFdqyHTOAMZMlk1KP6fyNkwuZ5+CPdroty1xYF+/k84NlRPyjE20jKqmZgxHxiihGRmZk39fo4ELM1PEJ+YBSQeKF9ipbmrFlzNBaQWVD9oI9h2hb9We8emHJwaxeBqpnJEpC8XnZLGs9NO9r4yeb3Xw1Cvp6ZwWO5UNh9i9fvwsnvK7J0Mc3dHBwILMEZx2vLu6cZwL0PP9d4k/6ikw9irOwPcH4W4Hjo/OcvbtGlwPTGp1TA4Gz9g114bDaYGfXiVOxnFeu0oUC66SpindIPTdjvSIxdT2+doIyYsn6Dk3cXEC06s2jjKGeO2VGNaN/rE8PZGBfuKWSty5mi/Xg7TsnFqXWGx2yhYBS1x47rFStsZZRJd/8me3U/VXx/GycLwdWb4MJ0FiPwcyOouxD6OwvIplJt9petNOAax4d7Yzcuokvc98iZ6xnFrVND9dm/t2RjKdfN1WReOBHemOux1fy0t43uklMBgDs12msQBiysIcsxWmZamHun2HpjFSejZzapnoYC6txLch3wvSIzom3GCcLL2QyU0X/kcrqVyaUR6ntRhUgbrW6qTCtZq6/7hzUj7gico8tTTbrabP/XGJ1E25fFOMZ9sCK87NjXROY6TJbObUKnRjJ35uP7teTo71KawLgI2tvOQJE+zrJxSvMhfUMsKcOBLEWOGndm0l9ow2d9H1eaYCN0Kt91ZQ4alj05PrcOVMuVCG54vNNFsnnmGl3JjN/n1aWIjBiKuafX+xDleewTDLHmym2WMrfK4nDVhkxVme+V7564v4mR5OvA+ehuqpN8aKSMVRULZ9Wd34Dx2i8lwffS/up3dsFKkFW3kFq/+0mUNj6UnSSrn5P2MLcMy+Ox7Usqx6mOZnq3GumPT1lFdS91881C2y5h6+eDvCwN/HUysUDoYYdEQJLbZhuzXEwNuJvCuVZJNrSc/JDZeJBcpJhQeCoTCJh1K5aiIXhmBxVWrYeK654jlMLzhV6rLDmfItT5qbd0pi5yzSK0U5vnwoY3RFgoHuFvrKGzlU7x1/7Ux2HgH7A7U5pwnZV4xerNKN3wVTzzjr8ip27Ktix3QOwuahpt6TCgo8Vjgo4Gs5jT9vf8aOr/mYuemmiyfdCS+Rde0ODo0mlb8WY+hMEOcaP96709PcgOJSDEfobexh8IFGDq20Akksv2fHbh1vGjo3+Cl7o4uW3Q4ae2pxZZ4zj7mAMIHt6aTra6a+g9mLZik5dnLte3KeqYn7TnD+R4NYlthY+P4QQz+JM3DThm1JnLM/jlBTdJ6fXOV+cnB8Yrm3/0EFVgYIX96B5z7Gpg55/rRA422Gy2ap59S06sp7q/AvHqCrdddYfZR4o4uW742eYxB+cXs6ef/Uei3v8s8ZZi//QOHVuABY7KG2qRkyA3NYcD9xgObPHOHEf3uK3rFE8Tto3zr93HjTYV1ZQ3NXkRM6LR5qD3RSW+6cuFR1uqPTne7o5KuVjLd6OXHZSnVbO67gdroOBVjtbixiKe7pqVhZieXMAEOx6rGcbrG3B4haKqkxM00pV8N0SnA3Swd4OEhHZxDjPj+N+ZZLz8sg/HKAQVz4/yy9WqMxxNlzBtaNm1KjmbNZMqkuGV35q+HQlLo4/HaOfZTy2Ze4qbwben8yhN+Tzit0a4jzg+B41MTooSl1YLoOLqXTMnmUmhkWF3U9L1FnmVo32dfU0py+Dhr3VOLbnD9ZcWrkzXhdZvo6+Nt5DzA1+rAYOW5CTRmNZ+pm852WniWywZHz3Imf66LjnIGrvrHkBOzJmwYjGMQ/jJGwOjGzJjBYcW2uwXUtSMtjuwq0O0tJEB8nHgOL0zrzU60WFEgZm/ccnCxXepbJ11JzNwVnkn1zOy9lC8gtdeN7crQ+yXKTLdPtOMHuDoK/dOHfV+Jxjwa4fxkjMjyCY6XJvVhd+P7cRfxMC1t2FWgXTQqIzOSADJunBr8n1T7bUrB95iu8sqjFQ91h88nUjFCAluMRrBtbaZypVV2L/U3GUo6QUVe+lLuunM2b/58AczD90IYz25DIa2dpazwJYyshLsRabqdsbBlcg8jLR+i/5aHxa1W8u7uLnhfB9nA7e5IHaflOL0MP5h64mk3hOaXZhqJbqXzIh7U9wMHXluEvP8vBHxg4tlZN485Rgug7UQyHeyy/ijmlLjucKVfFn2u58yIkDeLDcay/znxyBOPnceKLJo/QSW8yHCYcs+Jc45yBzpbJoJ+JhmmqccF4RVPMV1IoKFDElKHR40gMx03OXU+7ZWAkARLEInFGivoAExk3DYybpL8LA0sx+0pcJTIcJ37lKglc2LBRtesQVZNeNnLrBvFhWzpR4wjJX8SJLzaXtrHgRXMaU7RK2XfijSMELtjY9LV92I7uIvB8GMvaRlrXnqfl0An67yr2tyix3K/wUbuin8DzPTibNhH/VoCwxcvutebOpJktmxOVfk4V0SBNr1xnS59GE8+x/Eq7VuR4ZUmB0ZSSg2sLbHgebcbzqIkDLCBpGIz8ptiOVp79DYcJx0jntDC3jc3hBGIMHj/LjbW1VK80XxsaV/roODTIwg3N1NxnxXp3M7732+jZC7Q15sm3iPlRiwXubI5NEX+hn9V/XY19uJ8jmdPbCymxYWpc6aOjtZeozUdzk6/kKUmJN3omddjTQa6kC/9/nOWpDiV9dgfr/sxD76EAJx6owH8/hE4FGMRD4/q5ma8Uf6eP3u8PEL6SkU9msZ2yexxUbmtnz4ZJZ89oQOtmjMG/P0H/T6JcnXRn3r2hmton8o9SLDmXyhIHTkuUq3FgQpA0SgRnatZFhtm8uWRWqr002uZxz1zAIpHAsFlxZbtO3U4QOtHBwTOp6fXNRbWfx0eoWRbbKbMCVgdulxPnGkeeqXm5zfz366Lu8HFqstwMnrbyZTg5T+w6ExfyuRolYpmUa2uG6uJpSQcgjOtRYtetOLPcZM3N3ICCrDfKrocIdB4kGCvD19RcVL7ZzJQgtvIyFgL25R4c91Rgd5XyLZUyta60a3cuheo004n/04uvgEE8nmcUZjpPcsfxIYzRFDfFH/aYmf9NCkt8ECJqOHCvtN/BPGCzb25XP8wQ+8lAqkMwMEhsUw2OBS5qew6Nv+C2QTSSxPv0TrzlNlx/4WLoe04a/9SFa8Eeai70MPTTO3OsllW1tNYb9LzcQtMtC86Hmml+aDoNo6sMdHbkDCBZTdx9+yQa/U3jFyLs8KQburEhBj4Arr9L+JZnSlLYG6FeOtLz96ffcS7U+Z+aSDJxroXtL068TI41LrDiWOnCftcyrHcVcRgmL75j42WyTNGIHNxOyJaqYu3LPTjuclK1MstOsk3vGEumC1aHG5fdxrK7TFTBNwfp8Pek8s6MWmQj8UoTTa9k7Mtqsjq/bTD4nQDhRRYsF3p5LVSJP+eyHTBlCsLoF/RRhBBwI1ZEguc5Y3D1Sgzn1n3UrnDAX/ro/3qUh7d6cZa72Pl2G2f/8U4dix3fV5uJP9/Dkb2DsLQSf5vfXCeaGSqbM31OJcIMXQYYIpzwUWXiwCaOxB09qWJELgDXrxIfm545O6YTdC3YIc2zbaph58zRAJ18EynTxHI4Vh8uceHx2sZX0yxR6rxKT7/Mci4utNqxl1uzNDBvcOlMkGh5ddaG8dTpNUnibxyh7cXB1Oq+T3hSDVGrG3/7bpKtPfR8pYORw3kCJiZGLZqa9rHARd2BVizP9bD38ZMkLan8gQceKy4gZFwZoO/VIENjq2mmpvJVrKyi+os1E/LGJS+fpOmZfkbW7uDArunlt7RtaOTAsgS29Ij75Pt99JxL4PqLYkd9ZMpyEypfTphrIXq/1cvg5M++poa6L1bhnDTqzra+mQO3ezj4zafYcjOJxeHF3+YnT0rIWRM/18Ku7ySp+vJu2pvGV/7iVpzoW310vbifS3TTPnkk3a0wgb1tDDhqaG5qpKI8PXXwdpL4R0P0f/Mgu0JPzNKKphW4H4Cj/xjBv3L8PE38NET07sopqwkXrOdmI1H8pFQeo9NarQ43ngcdU26elczmpfGwd8rTiff7Cfz3XoYSZVTuPJBzQaVsTAUbLxR5nLMl34ya6VjipvLuAEMXEvg2jBfMyIUhLA/smJgIvWBdPDuJ4ie0HyYsVOHFtqqYUldooa9sN8oSRF4P0PPKEDdGU/iYPsXMjPaO51j5dKblv3YXy9zNvowZCRcDPJ7ObzrqxH9toD+zn2dbTWWWfl4yNkDP1wMMXQPnw610P1LkglkTzN1vcvWHHXRE58+0QrM+EUGtxFs97H8ljmuzD37Yy/5uG/smN7oW2PG1HRqrAOwb2/n2htGbVy5qDxxKndjvm39f03e9pzwzOs2h0fybTYN1ZTX+bAEM09MPZ34txkKMUGplM9cqF9EfHCTg6ca/0iD4Qi/x+yqpvBak59Rquus906gQZp5tYzunN5p44bXiG2Om75hNnqKRy4Usl2uz2xIvfN4s9tJ8emrDraR9XQtx8rmD9H+4jOq/3k3lP3axv2MXifpmdoyutDnF6B2gzMaJQej7/cQtFixv9BL8s6mdKLN3iCeUinSwxbrnJRonJ3uc1r6tuLcdon30nyv9HP72aL1lx7vnEN6i82tMo9wv8VDXdnzGV4U0bSbPKSNK33MBwkucOAkTeK4PZ1MNzgJtpNFymHn3zgj10z9swWIZoPdH1VM6k6VfK6Yq6fycdZNuIqWV3tGK0ruzif7ljRzb451WB8j12CEOPVb8dpZyN54Jd7At2D9XifeRdWz6gmfi1MUllezoOUb1cBKHbST3uWd6dICJA1zspnbfsfy5J/OJ9dPSfBJjfSPtR73Y09VWMhGh/7n9dHzlKrsDjWNBa8uKGpoP+HDcOxNNWCuOFeO/quW+Otq/5k3nqizVxAZ+3uDgrSF6vtJF+IFG9h32juXmHP3sTc8adHdVT1nW3bGhke68uZImKzCa4lz+XH659hn6cYTkA834Pz+plC+y49ywA//FATp+HCK+cVKHIzJE8LqDupbaiSsbL7Bgv9eL/9F3CXaeJ3TNN43gYi4WKh+ppb/xID1/sA//KhvGcJCeFy/hbdg95bsuXv7rWvZ8ZuOjRMxMa4qfMXEU01iMxWZbiMX1BJ1/6ZsSVJ0refPATRrFlPs6F8mZ42zsXL98kvpn3qWmu3tsSnXxHFRtraLv4EH6ljXiK7eSuBDg4A9sPNxVOe0RJfmv49lyG2d8PlNpGGY7JGTDtsiCK3OF+jmXP//d7KVkmKyIEWMr/bxkYrRv/MxrU56zlFfgcm2i6lmTiw3NhgLtkOxlvpSpxvPPnAa1Eh8McvblXvpDN6jY2s7uLzhhvZ2u/UfZVR+k+skdVOdJFp0lvUAJZmn54zvozlUaJiRjDBzqIPDWDZZ9YR/NWx1EX9xFW2cTYfsNYtcr8B/Yje9WH03PdLD9ShU7G/x4cyYblPnLIHKun7ODQYbeH2HhfZto/kb6QnBfJ92fO0nX803Uv+zA8/kqqr9YjTtvQzBB9LUODr4BVU3N2L/bxom/PYnjr+umblfskPPhKBG87Fhl4jyc5nD2mam3PmHl/k66FSP8Rj8nXx7g6uIqdrfvoJIhjrb20LRziKrH6qje4B5fhKKAxJU+Og4OwIZmmu0naPtOFycdrdRNuYM4g9eKeZR4szTpJeAXfMLq9fJKav88x98WWHE4wEyOwE9Sfh/roqkhQ8u/zTbizorj3lkZXwFk5qr8NCk0mqK0fXr+2IXlO70EPDaq10wdqRV4y4LrL7JMI3RV4lsSpP/lfpyPVU0dqfXKEJb7npi9zlZ5Nc1tSXpe2Ev980ks/3979x/c5H0nePy96xPjq44deZlo3BFkomMjJ4OGWUEnKo2hh9NBsFvltpBxnBbTesUk0PiUdeHw6Ooxi+tWaw7HiRcWmkOlwaRVmOC9rbIFMV1nCs6myjTRHSOmQdmsmIA2nidHranv6XmscXN/SAZJ1o9Hsvwr/bxmMkMsPdIj6Xm+Pz7f7/fzXWnCvvco7txNFiqiMW/gPJtTzp96B+7nqno6c1ZOWVXx0lRA/eg2av1mNswxuqm37aOv/RSDf9OBfyKJzmDFebiXnYV2Ni3DXD7fUmHc5mZhplNotfz70GWpMeF8btGGhVOqnOf202SRglrJVFLey1OYNjo5eKLlXiW81kn3GTuRy8P4f9BF4EWz5ujiitq6u8sUtGXfAS27rJR106YT9ervBz7UfBKAht04CuR+Kr2LxwJ2gHVGVq9rYv8TDhrXpBo61r0DDDw8zNlfGnH3zIxg7aTvlI2Rnyl5dq3Q8JtUc1eJBVJy56RPXUdXj/G+FRg3uen9lg1zzjIP48ZW+s60oPzrVUZ/qcf4mdzjc66DX5/F+5sk1rZe9m00wQMHULoH6T9n5fh+W/ZskLw7iubI+L6Vf7nB1BYnG7QEQsp87ZJW6DHW16ErKwlq9e/71V/y4FFNJZY5L+69mbji5dnjEVasseJ4ZoDuz5vSo5XpmTa/CHB2uJ9DZ6awtp/Akyd5Z/Z9qHD2mErS6qL3aRsmzBxQuhh8fgjr4D6yV8dWsa6o9jU0o9aEfYcD7i/UySz1Gao1mmfCefQVnJqfH52VUyxXoc5ZpfXmXJTeBW8BAl8mJ71ePUPnfPTsG89agrd6rQPPCy3YNAZ2AeosDhxGU3WXFZW8Hit9XTvuFzz4f+DH++zJnOWHqV1+FydTljbGbb0MrBrG/3o/Xd+/l1OLWgPGtVaavjWQvXPzjForrqMDNPz0LEN9gTw5tQ4y8HipnT9Ls+49z/kCj+kf2olnoMzNHUR15O4arkGpsqpafYNYNILpS3u03XclOuXGTfvo3TSnbZo+BYqlBJgvekx2Bw5DOcluKm9TlG7DlhMw07Bj6rIcCK7kN9FIQzt0uX1nf/DJJ598sijvPJ0kia70VsLJZEVTG5ZEErR00rl52TJ5ASQnVKZq9eiX2GD7krAUfts5nkNSVZmq0aMvo4G02GYVB1rLkeKvSujFbxDa9MOiSw8XwnwmYy/rPJbhtVGxPHVMhdXO76dbo/h+No79iVIzLZeLJMr1CHG9GdsDi3kXkk5EnJ71toCWQvspfsXHpYSdlsfnloS3XNLu+fRSrwfwv13H9rbGxQ16furKzDjD7mPoOuey9PDToLoJ0Od0JotUfn6qVFz/LqE2xO+ZxQtqCSGEEEIIIYQQQghRoTIXvAghhBBCCCGEEEIIsfgkqCWEEEIIIYQQQgghlh0JagkhhBBCCCGEEEKIZUeCWkIIIYQQQgghhBBi2ZGglhBCCCGEEEIIIYRYdiSoJYQQQgghhBBCCCGWHQlqCSGEEEIIIYQQQohlR4JaQgghhBBCCCGEEGLZkaCWEEIIIYQQQgghhFh2JKglhBBCCCGEEEIIIZYdCWoJIYQQQgghhBBCiGVHglpCCCGEEEIIIYQQYtmRoJYQQgghhBBCCCGEWHYkqJVpOok6oZKcXuwTmYNKP0MiRvidCMrkvJzVp9OkiqomF/sstFv0800QeydMZKzAOUxECJzxMXqrwOG3RvGdCRCZmLcT/P20BMq95FiE8DsxEpUcvETKrsTNMOHrCsuoRMgQZ/SMj8B1dbFPRMyLEmXvAopf8eH7SQS50j5llkg5XLIdsdQtle9RCCGWmaUb1JpLxfSen3Z3O/73yjzu+lnaXF5Gfl3Be1ZVBF9zM10XlfIPrfQzfDiCt89PeJECBpHTzTR/O0juJ1YudtHc7CMyD++ZeKOfdrefaIXHRM610fa9kVnnXNKdEfrzXJ+lP+scrgvmcL5pmYGH6I/baR8YyR+EKHjv3makz4s/PJ7/DSbjhC4GuZH58DUfzc1dBD8Gxm8QvBginqexl7geZKivk/anv0Zzc3P6v6/xtLsT78tBIncq+MBZb3CvoVnJdTO/Krkuovjd7fS/kYBfj+B1tXH2eqXvn9FhLnBtzyjUoR0P+/H2jXC7krcvVHa956fd3c/IXH/7TEUCq7d/5sX7ozAFru4iFILfbqb5dBVKufS9V35wapwbF4OEPlyYUEP1y3uVyE98+K7Eq3OC8yz64/a8ZUjJgE/F7aISZe8CGo8GCYbiZQe1qlfuVvF+W6rS5XD/Gzk1tIbrp+KgYzXbkJn1frnytSM0yagT52wObbVFbosLIcRy9e8W5V2n44ye9uF/+wbKRBJqDZjXNdGytwXbqvRz0hWTeaOLxjXpv30cpOtZX55GjQXXiV4c96X/d0pFGVNQp+49Q7nYRfuZ/M0hR9d5XOvL+QARfM09BLU89UEXx7/rwHj3Dyqxiz4GfzxKfFKHfo2dlm+6cKzVF3+daz6ae4u9o4Pu8y6seR4p9tktbcfp3WHM+5g2+b4LC66uzVztzf2tCp9j1U2rxK4MMfTjq0QSSUCHYd1mWna30pT+rqcmx1HGDEzlHqtG8fd5Cbynkqw10bjXg3uLsfgxs8QZPXOJ8UdacK7L+W1/l2R8TMFQ+kU0iZxupudy/sfKv7YLGw/78Z4x033eBaqC8n+S+b+HfPduIXnu6Whv893rqfHRxpLnpVzuouN0jIZdHjztDZj0utQD00nUsRsEznjpcV/F9UJGGVGuD0fw9sVwnejFpvkayDjHIvdgruzfrEhZ85CLl3ocGIq975VBvKfTZc1DTjydLVj0AFOoYwrjk9W4CFMd5ljbcXo/V/zaHo8GCcZW43zcSokSDyh+bZcsT6ZUlLFxkr/T8EZajd8geDHG6i87sa7UeMxEjJEfDeF/M0JiEqg1YH20hdavNmHW+hoU+y4yvof0vUe9M6PcKV5flSojtF67ReuSvPWXj/ZmX9bx7pLvkvossVnvpRIPBQma7bi2mEq+Sl7TCuGz/Ry7qGPPiXxlRbrufi1EfCKJztTInvbZdbf6QRDf3/kJ3VJJosOwbjv7v9mKLeP1plQFZUydVYaUvD/KaheRp/2hQbHXK/baRdoopa6xxM0wMdWEdZ0RXYHnaKt7i1zrOgfdr5Rof5RsZ6VV8r0CTMQIft+L7217/rJLjRE8PYj/7ThqUofp0T249zowZ14M0wrhc6c4+U+p8kS30oT9CTeubWb0NennpNsY5JbvGurmfNdgNduQxcv0dFs+72MKwW+343s/z0Olfo9Jhcj1OPq1NswFK0yNdWKx+6NEnTy/bXEhhPj9tvBBrWmF4JFD+D624+75IY0mHSSiBE8fw9uhcOCkG3uh3s59DnrP51R313w098bgIy0NsZxOULpyKp8V1/nzuDL+ovxjJ+0vx2jynGefrfCRymUvXWcUNrT14vkchF8+hq/bC6U63OtdnD8/847phtu2bs7v1Roimt+A0qwK+eMgVynSmK1aJyefJJGzHfS83YDrv56g+0FzRQENAAAe1klEQVQDTCeIXvZxzNNB7PAJXOsKNZ0TjA4eYfhjO+6BFoy/GOTI8S58q4odk09q5kMsq3OpRZCe5uKNaku+P1bayM5SoENQ1nVWpnz3dKZrPkbfLPYCCuGfR0muacX1pJWs7myNDr3JSktbC6GOIa7+UsFRqNGY1VC14NgGwcszpYmD7i7tHykf445ezu/I+ENihJ6nTxHByr6Xumkq2NCeXdYwGWJwTz9hi7loQIv3h+g6HsL4ZC/HP6/g7x3kSF8dAz3lXyf5G+M5gwnzpSrXdnUkVRVIoGpdGjIdZehQF5dWOjh41IOtXkdyLMzZ54/ReShO7/FWLDWlXwbAuvc85/dm/kUhcKidoZuzy4zsMiLPNQRl1n9zrD+y6q/ClIuVvsHcqB8EOfX8WWKfNVNX4DmJK4N0nVPZ9dcDOOr1JK75ONLthf5eHPXpJ70/RMe3L1H3uIcTR60Yfhdn5MUjeP/qNu4THhqL3rBzU7UBjFJlMunARCznj/l+47EAne5hVvz74m95+2devLFq3Of5rvUoQ64uAn/SgLnU4Rqu07yfXYNEeAjvwCX0lkJnkWB0sIuz/28Xh19wYKpNEH75CF19MHDYgbEm/ZyjHQx+uIF9332FpjU6EteG8PZ10nGnl5d2520dVEl12pCZ5ViqXjHPft2P8h1pxPHd87MCXuGTzXgT+uKDJBNh/H0+zF3ncc31Hsx3f0yM4nUNEi1VJwMLOrgrhBC/RxY+qPWvQfzv1bHT66ZxpgdqsOBod3FjTz8j77iwbyknCJD22YyKRutoW7WoYYaHU62ckdcC7FzvTDdAckxHCb4aZcWf93JgR6rx4eg4iPJ0F2f/IYJDa+BgUk1NDVdVUnOQlqF041H9YIShc36uXk+QRId+jRXH7v202FJNg8o6OTcIXUxg/norjgfTTYwaA5YdrTjfaGforRu41s181/c6hI6u87jqRvCHwdGVvj537aflnzsY+tm77Flnn+un1qBYgyc9S2He3ju3QxBn2N1B6LNldjM+up06x7gC67Ucmz0DgloD1sf2495t09BANGL7ogXd6QD+n5hpeSzfTC0/cZ0F1+dKn8tMx1C52EUw87e4VknwuwA1xvDzPiKrzJiJ4Hs+QMNhJyaNwY3E2yOE0LP9c8U6MElCPw2QeNBF7y4LRizsb3uX0LEAo7cc7Cw1gy5HblAu+dYgXxtYgfGPy3kVhXgMuHkbZZr8ZeSSluTdd0JAkqvhODvXlJ4RlHznEpfumGjpcmFLBz509TZcz7UQ6fBz6Z0WLI9UeDq3Rhm5qaPx4A9xP5K+5iseqFkYibCfk+dHiHyQLu/va8D+RCutW82aZu4xkUAB4ncSULUwZ4Lw349g+MsBjt8fpuvZq3meE2fktTANe19iZ7pO0T/q5uC/tHHktRBN7XZ0QOTnl0isaeHwbmuq7Kox0dTuIuLq59JbCo1aZmK8nz24k0/J4MxSoSjEMNFUVjlRXepbl7g0oaPxMXv2NXa5h+bLLEzQfDpK4LxC0+GXcKh+mq/lec6tEfzhBlwv7cRiANDTuP8gsaeP4H+nKXWPfxziUhgaD7ppWpO65w3rW3E/+S4dr14l8pQFq4ZyNZgxGzqvB8v/iJVI/jYBqKlBgtpKXkFBuQ26PzFoKz/mSfzyBcKYaN2aXSdHz7TTfIb5HRgUQggBLNbyw0oVWX5YPVF8zzbjQ+N04I9HOfXXJ7lqctH3ldt4vUN0eKH3OefspSX/FiE0oafpCxnnW2PBvlVP4O0ocXJmmhRyM0oY4O0Q707asVfUGFgCPg7i7fahbHIz8Eojxj9MEP2fxzjiPYRadDZVKXXU1cPtjxSyOj6TMWJxMNozx+Kzg0jqlRso2LHe/YlMbPiCkaGfRolh1xBk+RSZiHFjDGIvt9P88swfS3WnVEJvjJAEoq8FiGx1Yc25Pu829NKdCf2bp+g6c4OmzhMMbDSgfjCMt9vLodo+XnoYMu/JfPe6cVsvJ0xBAq8P4X39NkpiJhmyDkP9aswb99C934F11axDF1QyESNyJcDZ10ZRVjZxoHcf9uQo/d85SUfbKE1PteLcasVU7H6eCON/OQw2N86Hsh/K/l7NRK+B8c+sd+8A3Xo7dka5EVOhzKBWrtgHYUDF+9TI3b+VLIVvjXLpfYAg/svOPGVrToC5KstmM6+dArR2OMYuEbgC5gdMxF49SfCRjBk6BYzfUUhixZxbsJvMWEkSu1NhjiM1gu97fpSHXHgeqbCcnJ4iiQ4WKrj4gZ9D3gDGJw9zoteCgSTKL07S9WIX6oqXOPDoTLe08HWQ+OVIqu57Y4TwVyzYcnuyM4GKsmZDGGg82EcjQKEcPncivDtmYfP67BrAst5O8niqbrCgEI8l4WFzdj1ea6bhARiduT9LKRZkWeJBy1zx98Ogs2FapLJXvT5Ez/FR2HIAV+59spCBhhoLrd4DqX/nC2gBiV+9i/LQZjZkXmI1FqyfSzIYjcEjFvjoNlHMbDZnfxbTA1ZIBul5qtiMzXuKla+VzkQr23Sc0D8rwDgjbyewb8ltXWloi0/GuPE+mL+4egFOOL/4G/0ceVXBvPsozpxyXpYUCiHEwln4oNZ/dNDy0CV8xwZZ3bU/Y/mhj9HaRg5sLD3ekrdC/jhIV7OGPBAlaVhSk1SJ3wxxdThA4B2Fuk0ujrqbMNXAgNfI4Pf8dO4LYtvmZPsX7VjXGNDVAOPjKJgw5tTdhlUmGPPT0ezPOZM8phUCQwFUkxmzMorvXBPWvdry0yyISRX1ThxFQ5LLRPgq0WQjB/Y2YtQBGLDs2s+un3dw4e0is6lKdnZNNH7ZwoXTg/Sv9eDeYkb32xjB7/sYxYb7scKhQ1VVASP6jMCC7jMGmAjQ1RxI/0XDOPlYjCgQi8ZI7jByI08eiaqOtucb3d/WTTc92e9bxghs/I0LhLHh9nloXDmzVKD4Meo1P743oXH/Pjh9isHjDfR2NGbNyslt6EV+FSL5oAvnxvQMiLU7adnqp+daFOVhuHtPfpReapyHYZ2D1nUOWrV/vAWUYKT3aU5dS89EfGYA5+dN6fwnjRwYtBG7Moz/9X4OnVFhywF+mJ75keVOiMGufkZXOOh2N84KsGZ/rxGmJsDwmYxXqU0t0Rg93kbz8fQxlXycyRCXLqroH+/lzG4LmmYQTisE/8cF4mtacH/hKoPn+hkyd9P6UGbJVeVlGRqXvGlyJ8TgkSFiD7kYOGwl5DmE71APU4cP4CySD7FulREdEWJxsGYWO/EYEXSYV9VBmanllXeG6H8xwO16J4c7TQSaZ8+6yP+7JlGuR4jrzdgeMKRn0ZhpWqA+lxKNkKAJ9y5L+trVYXy0hV0/HcX3qxg8OvPLF7gO7oxw8nQEw7ad2N8Z5uRJ66yyZd4CFWO3iWGmJTc4s9qMZeJdlAmwrEzPGn3Zz/AXD6ZmdE0nUX7h58L7OmztJ/CkO+7F8wotLuUNH8M3YerDMNHMTRamVcY/Vu/t7lmyLonz7j8r8IiVhnk50yISUUZe9eH7pxj6LQc4sd9eWRtpUkWdXoF+ZvYvSVQV+A8llrtV4HY8Bve3zCrXTQ9YUP+XgooFvcWOY1WQC6+OYnsm3W5KRBl+bQRWOe8tZ14GwU/l8kku3LJgf0Qh9P1jBC25gwSl2+LJayFCGNn18MIPNybHwlw44yMQHsf8ZC+exyvM5SeEEKIqFj6oVWPEcfgo+tM+/N3fYDAjUbxnoGX2yKsGyQmVqSkr7lfOpyr5+V5+mAhx9m9H0W91cvgvm7BkVLr6tU48L21HuT5C8OIIvn/Q0/tcugNaAzqSTE3nvN7vkjlJTAt0EqfjjAwcYeh9Ey39fTjGfXT0eulM7qf76cYqLOcpc5Za5pHpUWjdSiN1eiPO3dVcqld+Z9e4rZeBVUOc+kEP3zh5L2Gv54VWbBW1f1LnYNQQ2AFQwqHU7zczmy4zH07RBme1c2rde9+yRmATo5x9NY7h8f00akxmrbw5SNeLo7CtG9dWK3w2Ts93Bulwh9jzrX041uY/zvywHd3lSwSv2WldbyB5K4D/DTA8bsFYbD+8iu7zuQROUvdH+qzLOM5AU+crbP5DXSq4natGj3lrK56trTCdJIkuO6A1rRK7fIr+cyHGDQ48f+PCOoceVereVipeyhp9LR0c/rLGkNhEjOH/3oX/AzOu/p003tcIsS4Gu58m8ucHObC7SBJCKLIcayFyk6hELgxyajic+u47U7ltnId7YaCLIc/TBHZ4ONGW/yx0G7ezfVUX/hd9rP7Wnns5tV70E1+1nf0bNc6ySsQYeSPAyOshopN12Hf30Z1ODG3JXDJctGwZJ/wjLz5zN+f3GlAT6Z25MvZAzp1FWc14l9FixUAA/4XNHPyLmZlaqYCP/c+K30/qBwH6jwxxw7STw7tbsHy5jvihVNnS8kwrzipthlHQNPeCObPPLrV8amVGvfNCBxc+Ttc7a+04D5/AuW7x5/lq+X3rVjdgXqHHuH4DmwHdKhPmVTMFzgr0K8dTudzMpqLXR/LaJYZv6Wh8Es7mBl4rXt5WfIBLvR7A9+owofdUuM+Gs/M4LRsrv4oj59roycr1NU5CAczzsNxtuvAVxv9NpZzQ11pxHe1j9Q9O0eUaTCeKN9KwZT8DnY2al7DPHw1tyKRC+Fw/xy7epmHvAAceg6C3A9+BdiJP7qN1h1VjuaMw8g+jJNe0Yop00Xwge0i70kHDUvdI/E0fZ18bIRxPolvbhMt7b/Oh6qm8LS6EEL+vFmf5YY2Jxme6aXymyHNW2mjp9KC/f/ZD2fkAdBjq61iht+HqcqVn/BSSP2BQduV3XxOewabCj9foMK530Lo+Z+ZI/WrMBIl/BGSMSMU/jMHaJopNoFavD+F9/hLRyTocXb2pnDhrXAwc1tPTN0j76FX2nfBQ5Kw0qCTxc57ErNNJ1JsBRsj9rbJf32DbjEXnw3d6A+ZnZpYfnuTCmIHtjXPvqho3ttK9sfDcnRW1dRjr9azIPMZkBqLExsCa/o3iN6Pw4GbtHbzpKMHXoui3OrCNBvH/4y7su0qP4s1KJr5Y1BjDz58k/EcOutdepbk5M0t6/rsltVHCbYxbD9Dblp45+FArfS9YGfrbQa5G1YJBLf2j++j9jY/BF58lMJNTa5uHo0+Y4XqR86zmTBxNUtev7ZfaApszKpmVMdOQVd4cxPv9UeLTRmyPe+h9woZBU8fFyOoHIXgzzt0luOnZgxaTEahgq3Eg8dYgx36iYtnrRP3vzTRn7ESVN8SVDHNqn5eRGiutPQfSI/FGGjsGMF32Mfj6uyhP2greW5lJhVNBWQ3BFq27t2UpFCDTY163gcY/bsG5JWN3Mb0ZZ9crNN2KkvhjS+G8hjUWWo/2YfrRECcPfS1j90MXfV9twqy1E7oSSBjZ/M1eDv6pufA1kK43MRVKd36POgmGWnPW0rDCHajSwfaSs6TWtnDUAyfPH+PZVzNyau3vpfXRwp3C5HtDdHRfou4xN0f3pjvu9Q66z9gIv+bj6higMaiVVFWm7u6GuQL9yupnpCxV75Q0jzm1tHSQdQ824igadFJQboLu4SJPUSOcPRlEfdBFyyN2jBlthLktbyseyNY/0ECDrZXtz2zGYir029Zh+6oHj76SJWsKt2+CcUPp+2verDTjeK6vwA6B2sxfTq0SbchpheB3Ojib3IzL2303GOToegXbtSDDF8Moj2kLaikXBzn7vh5H13bs65332k5znKVW6h4xrbXSsG0DLZusmA2FrrHVNHV6UDWUwwXOYmE2YRFCiE+RRcypFcXvHiT+lV4ObM0zgqlGCL48jOmbx+9twathVx4A7m/C07kBQ0ZArGoBg0o6TDOzsFZZsa8B/5shXLb08qLJEFdHwfSktWi+Jv0DdjZ/yYTry9nbwOvXtdB3ZjuxfyP1PX1YyYeqsutnaeuN4TpxvnilfJ8DT4+OoXNn6fja4N1E8U7PUVoWIFGpYesBjm/N+aO5ARtBwr9K4Kw3wHSUyC9Bv9WMtlCASuTMMQITFlxPuLAaI3S8egTfgwO41hfouFXUCZ+nRs+dML6+YwQnNuA+7MJaD+c3pbojxZYfGh87wMDGOkz1OY28+2y09swcVOjb02Pe4WYg3/15fxOeThXTSmCyAccO46ycU1qDRprzNE2qqBmD5skJtdg0jZJm71oHd7cnp3iQxmixs/mpJhq/ZC0RsJ91JOaH9fBGhOi0DUsNJH4VJoYNZ0U9YpXYxVN4z7xL3eOH8WyzoN82sxNVkeWHOhstR/toqc8JxNRk/+aVhdgK0FpPaKR/yEHLQwUeW2O5O2PDuvsMZ6ZXzJ7BsdJM0zPdNBUbxCmlxkxTm5nUd12iQ4q24IVxm4eXtpV+61l1Z3qGZCV5zwy2Fjy2lrKO0T3UyolXWtHlXv81RmxPekjN81Mx2R04DMU6kQoj32vHdzcQW8ZMv5oSG7L8YbEHZ8tfJsz++0yZu6Q6uHfixABzfYHra1ohOOAl+BsLrsMVzvabTqL+dgpIEI8qTJk0zt7RW3B8xYJysYvmjhI1aiWzEScSKEkwrJyHhA81OsidxX/3MbIG30oqVAbO+nslO2nPQY0RR88reQNyxvUO9s2UJ5n1fh7qNR8956Lot3XTsr7CwHS6nlfvxIjf0WPeqPG4ejs7d6TaHc2l2h2SIF4IIRbMIga1plDHFMYnp/I//Lsk42MKhjwPl9WJzYoU5eQUqUSBxkLBrYmzmNj8n234j/s4u6kB159C+Fx6Kc+WEjN59BYcT1lgIkLgTIi6L7lonEn2XGPAXGbi59SItYryYZyE3kyJBUDzRr+2iX2Hm9g3Hy+ucXlaVgdwpR3nNj09p48xvNqFMXiMwMTsXW3yU4ld8OK9rGJpc6c6IX/hwfW/O/D1dZL8Zjf7Hs3ThC7UAL2WyiFVSYcmOaEy9Zs40Zsxpu53YNdwfSTeGqTr+CjjJifdR1uxalx2CECtEVN9avmH/+06trc1atv0IFfuZzaYsW1MdeRjbcfpbZv9/RXqIN5VxshtsLeZkZVGGow6UrNTRtDfV4e94DbsZZhOELkcIHAlRPRDJR0489H+NT/G+y00fnlPRq6ttPtSDejEG/20/70J92CL5jxYFkcLlp/4OHbSjMeh4DsdQbflAPZyfleAZIzh7i78H+ix7z/Kga3l/bIGkxmIM3rmEuOPtOBcN4cOYVJFnUjv/vqbONExHeYCfZrkWIRIXI95o5Zt1ktJByHfL/E0LR3lu0HTmQ57Od3qPDNjs5SxQ+rMefwmjrKQSRknYowM+wm+HeX23RxN6U0dHrZzYMAxqw6dCWipt0YJ/CjA6AcZG0LUGjCutdL05RZcRZeaGXF893xlM1zqV2PmKvE7ZG84cTtGVJebaysdKCj5ovO4fDaZWhJZdoddi1+rqAYd1nzX7cygSLwOR6en5EYKWTJmqOkMRupqgVUWbPevpsFoqSA4Ng/f78pGDp6xQW31b5jVJjOMxkmQPcAZvxlFZ87OtZVqb5YeBpvPpWtzakNqGshLD9xlDWLNDK6EUNe7GGgrL5/s3RlqOj3GVXpAj2mdBfP9dkyVDFxVYZn2UmmLCyHEcrfoux9GS+wIlK8rWbITWzCYkZ1TZJa6/DNBqsmwxcPR6UGO/d2zNE8k0ZkacfW4aNTa65qME7oYxLwxI6iVqeAIV/bykVTuK1KNxkYD1kUbBU53wgo0vvItEdRsZnnarOBQsffUYX2qG5c6yNlvd5KsNeP0eGbtapNP4p/66Xw1hvnxw3hmXjedQ0436MV3LkDjn85TJyZnycpMp0BvsuL8qraXMKzfzs69TuyZy6zKpH4YInjRjD1vUKv0lPz4zQigcPsjYOaajMeIAMoHMZIYi8+YqFSp2T3XfIy8WeFOdQAoBI904LvZwM6DHtwPm7ibe3hSIfZOgFN/18FItJsTbdZZn3FqchxlzED+IYAC3+t9Dg56FI4dP0nnFTBuctHblicBfSk6M42P78H8Jw5sFZcT49y4GCRW78wb1KqzteAx6rOWYEfOfI2ei9k9DZ1hhP5vp3ZcNK61YfojI7oCy1rHw3686YGGuQe1SgdEZi2ruhOka39Ox+1uZyp1b1qMBlb/UTndMm0Bk3uBzwTB7qfxvZfx4Ptenr5WlypTV1mw3a/HvGWBZhNMRvAd6iG0thX3f3PTUK9P5ZmbTqKO3SBwxkt/7zjdA7N3TU1e99FxZITVuzx42hswzdxAM/fP8x28+/UBerfNQyd+lRX7Gh+hawkcGTPLo9dC6Dbty0mEXirwOD+J4rOWlN29zoxYbI0Y1lfxO3lwJwMv7cz5Y4LoT3wMvhpi3GBn39EDNJUR+y7ZpgOUSNlnOi90+vmJABvW2TGdDvFuwkHTzCU2HSXySx32Z7KvsJIrD+YlUXwV25Aa6tvcTWGSYyH8Lw4S+ADMu7oZeMKqvZ2iafbuQl1gS7UtLoQQy9uiB7UKjiQtxu4taxpxtc3/25i2uhnIXfZWLQYztpxRWU1LL/NuMx3Dv7+TwFo3Lx1snD0iVmK0bSbRZbbyRk/zLhGcGMXrGkR/8BXclW5nX4zejOO5ARzPlXeY4T+5GbDoMK3J+aZqTDR1HGdzMj3j4LdVO1NAW4dAE72Fpvm6LgEwYN5YZBxyLMjJVxV0tRB8NYBznRNjjUroNT/xlXr0V/z4v2TN2TFPewexqrtNZnp/iLZvv8vOgYHCwc+Pw1x9L4lpt4uW9TlPqjViftRFSziI92KIG23WMgOfhb9Xg62VXt/c94Q0bqpu0vBcunortpxZHda2VzivpTy+tkR3+VqldRmkomFWTzbtMzAMOHq0zE6KzC6rS5Tv+fPylFgWHQ0RvGOitcuZvRtkjQ69yUpLWwuhjiFCURfWnKWNN94KkljTyuEnrdkB88z75+dhlG3zca2aaNrdxPCxYwyvduOo15O45uPYPxrY1V9BoDhXJXXpzCyRqnXYNc5GzDFzLRpqdVh29+HaVvmgSHUVzwM3axfegvVI4RxnM0two+fa6ArvZKDfWdkMZQBTE3u2DnPs+WFW/xcHptoE4ZePETDsYkDrhhJFFK0nL/fkXUo38/kqb0NWj26lHgzb8ZxoncPgSpWVyH+Xu0R73triQgghFj+oJZaydCLdmgINqirnrtFsLEaURvZVmkthvtQYMBVZ5jcrJ4xImU4Qvexj8FyIqU0HOPF1PRcO9dDhTeCsvcpw2Iyr34Pp9Q56vtOJstuNa5slO0fTPOzWppX60W3U+s1sKNabuc/G5od0+F7z4X/AhTN3ptZbw/jeAsMOe86sDyEWyXyU7xY7jlVBAj8OYH6qKc9MLT/xVQ5cedbYNmxyYLgcwP8TMy2PzZ6p5X9Lh+XrhTcdmCu9bR997acY/JsO/BNJdAYrzsPpTVvmarHq0ixzWJ4JGLe5cVf1fOaqvAG0ygeHVJRbKsYvbKg8oAWAHtvTfbhPD+L9Kz9qUodhnZPuv95ZlV0Nqzb4tVj0Vlo7l1h+qgVrd5RoiwshhFj8oFYlyw9LqmvAsQMaCq1yKjAqddcidpC1Krl7TVUSVJpwHn0F5xxfRYtS10Hm51H+5QZTW5xsKLFMNDfvxKzR7pn3LOO7ylwmdVvTEXOwQo+xvg5dmUmI50vmKGPc4sBhNBUYMSy1U1rubA6VG2+r2L85wM5HU6/p6vWw4sVBgndsuHpcOOr1sPcljtuGOPX6DdRtluwlZRp2DJvTfb3exfnzqX8mcpbExqIRTF/aU6JDY8Rx+ASmywECP/bSEVdSO+HBvZxA3xzA8XlTkVkf5X6vxcx1d6ZMqeVWAEyYsO9wUFfgZcu5z6ujCrv2LUElv8f5zNc0F7VWXEf7MA/7GfrecFZOLf19q7E84qLvuSbMecp23ToXA/0NBH40hPf1PDm1vjXAzqI5tTQoEVwybtpH76Z5yQApStDfb8exow7tJVY1y8sipmPciJhw7NEY0sqoS2apMWJ/phf7XDaV+DRYlLZPHQ07HBjvL2MeVMl2R7XK4YVriwshxHL1B5988skni30SYrbkhMpUrf7ebI75dmsU38/GsT/hLC9B+IJLEnrxG4Q2/XB+lh6WY1JFnV6BvtwfaVIhcj2Ofq3t3s6eCyBxM0xMNWFdN095qX4vxRl2H0PXWWTp4VKX3mlsxWfSs2aWm+V+/qSTBdfo0c9jPseS57DQdY5YQFXaqKEaZ3LFx6WEnZbHy0vyvWTdGqb9BR2euSw9/DRYKm3IiQiB13I2U1pOlsr3KIQQy4wEtYQQQgghhBBCCCHEsrNEFjYJIYQQQgghhBBCCKGdBLWEEEIIIYQQQgghxLIjQS0hhBBCCCGEEEIIsexIUEsIIYQQQgghhBBCLDsS1BJCCCGEEEIIIYQQy44EtYQQQgghhBBCCCHEsiNBLSGEEEIIIYQQQgix7EhQSwghhBBCCCGEEEIsOxLUEkIIIYQQQgghhBDLjgS1hBBCCCGEEEIIIcSyI0EtIYQQQgghhBBCCLHsSFBLCCGEEEIIIYQQQiw7/x8XLhlZfo8fxQAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "2254eda5", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "29fa82b0", + "metadata": {}, + "outputs": [ + { + "ename": "ValueError", + "evalue": "invalid literal for int() with base 10: ''", + "output_type": "error", + "traceback": [ + "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[1;31mValueError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m\u001b[0m in \u001b[0;36m\u001b[1;34m\u001b[0m\n\u001b[0;32m 2\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 3\u001b[0m \u001b[0minput\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0msys\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mstdin\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mreadline\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 4\u001b[1;33m \u001b[0mN\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mint\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0minput\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 5\u001b[0m \u001b[0mnum\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mint\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 6\u001b[0m \u001b[0mop\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mlist\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmap\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mint\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0minput\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msplit\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m \u001b[1;31m# +, -, *, //\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", + "\u001b[1;31mValueError\u001b[0m: invalid literal for int() with base 10: ''" + ] + } + ], + "source": [ + "import sys\n", + "\n", + "input = sys.stdin.readline\n", + "N = int(input())\n", + "num = list(map(int, input().split()))\n", + "op = list(map(int, input().split())) # +, -, *, //\n", + "\n", + "maximum = -1e9\n", + "minimum = 1e9\n", + "\n", + "\n", + "def dfs(depth, total, plus, minus, multiply, divide):\n", + " global maximum, minimum\n", + " if depth == N:\n", + " maximum = max(total, maximum)\n", + " minimum = min(total, minimum)\n", + " return\n", + "\n", + " if plus:\n", + " dfs(depth + 1, total + num[depth], plus - 1, minus, multiply, divide)\n", + " if minus:\n", + " dfs(depth + 1, total - num[depth], plus, minus - 1, multiply, divide)\n", + " if multiply:\n", + " dfs(depth + 1, total * num[depth], plus, minus, multiply - 1, divide)\n", + " if divide:\n", + " dfs(depth + 1, int(total / num[depth]), plus, minus, multiply, divide - 1)\n", + "\n", + "\n", + "dfs(1, num[0], op[0], op[1], op[2], op[3])\n", + "print(maximum)\n", + "print(minimum)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2975069f", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 12b170f230fcbea8b8be09906850102438f74215 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Thu, 17 Mar 2022 20:40:18 +0900 Subject: [PATCH 04/24] '20020317' --- .ipynb_checkpoints/1946-checkpoint.ipynb | 6 + 1946.ipynb | 178 +++++++++++++++++++++++ 2 files changed, 184 insertions(+) create mode 100644 .ipynb_checkpoints/1946-checkpoint.ipynb create mode 100644 1946.ipynb diff --git a/.ipynb_checkpoints/1946-checkpoint.ipynb b/.ipynb_checkpoints/1946-checkpoint.ipynb new file mode 100644 index 0000000..363fcab --- /dev/null +++ b/.ipynb_checkpoints/1946-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1946.ipynb b/1946.ipynb new file mode 100644 index 0000000..605c554 --- /dev/null +++ b/1946.ipynb @@ -0,0 +1,178 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "faf71311", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5a2883ea", + "metadata": {}, + "outputs": [], + "source": [ + "n = 7 " + ] + }, + { + "cell_type": "code", + "execution_count": 60, + "id": "7e43265e", + "metadata": {}, + "outputs": [], + "source": [ + "grades = [[3,6],[7,3],[4,2],[1,4],[5,7],[2,5],[6,1]]" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "d667c2c4", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [0] * (len(grades))" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "a0a8f1d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[0, 0, 0, 0, 0, 0, 0]" + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arr" + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "f9adea68", + "metadata": {}, + "outputs": [], + "source": [ + "for grade in grades:\n", + " arr[grade[0]-1] = grade[1]" + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "4b491ca8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[4, 5, 6, 2, 7, 1, 3]" + ] + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arr" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "be03cdef", + "metadata": {}, + "outputs": [], + "source": [ + "stack = []\n", + "count = 0\n", + "for idx in arr:\n", + " \n", + " if bool(stack) == False:\n", + " stack.append(idx)\n", + " count +=1\n", + " if idx < stack[0]:\n", + " count += 1\n", + " stack.pop()\n", + " stack.append(idx)" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "bbc69626", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "count" + ] + }, + { + "cell_type": "markdown", + "id": "c2a7d1d2", + "metadata": {}, + "source": [ + "## 서류 1등 점수를 기준으로 그리디 알고리즘으로 풀면 되는 문제" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "bebd2f77", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From f8d46602f2608ad6f73d2d75c994cbe2555bb0c3 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 18 Mar 2022 23:50:49 +0900 Subject: [PATCH 05/24] '20220318' --- .ipynb_checkpoints/9456-checkpoint.ipynb | 211 +++++++++++++++++++++++ 9456.ipynb | 211 +++++++++++++++++++++++ 2 files changed, 422 insertions(+) create mode 100644 .ipynb_checkpoints/9456-checkpoint.ipynb create mode 100644 9456.ipynb diff --git a/.ipynb_checkpoints/9456-checkpoint.ipynb b/.ipynb_checkpoints/9456-checkpoint.ipynb new file mode 100644 index 0000000..64a9ade --- /dev/null +++ b/.ipynb_checkpoints/9456-checkpoint.ipynb @@ -0,0 +1,211 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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el5rYsMqN/30J6xYtMEpcAvQzdblWp4cLo4xS2jJavjZA+9EAPNmMc22G5Z/5jiuir1Jkc2ZoNGgZTmYFLgbuBTje5mZ4YwvHDpvQ/D6G9+/242pV0dmXbFd64CTvzLrqpvbMcnq+rcb7EzeXP5ZJqNQYNjWyb7sJTYWyApVuG5ydxc5cESP8kYx6o3lapr7hL6yofxEk8m9gLFYv/8nCwt+ZI2bHvs9OOfb9zPbkIjMzpQByGPcRL+OP2bDhx/uqG1OXE+MDUCVF2zpl2xTDhC8l0H9z+nZm3Xor+jMDhCONmPOtARYYcPQeo7q/FdfLTfSrEiRSqWoqlYpEogrrvqPsXjvz96dvwy1xe3YaseshQCIckbEtTe+sqTVNLslU0phfZMTZ1UP1hXP4X23HfVe6X/dNtVhL1aMGrN/uwbZeV5TPafQ/YoABTUZZG+nTKKywzn7wU5fmXCwmG6skEoT79+N6V4vjlWPUrNKQGAnQd6iX1lii6N0mgs8OxTuv7vrpOxlGs6kG80eD9PUZ6WiyoE03jkoyvG9z+wZo/8v0oSrFIrBqw4w6EboVBrh4G4ncRm3VEi0qwkRjYEx3YMWihFGhX1IFSkrYTUZD/ixbG6S8bQCyRBqKiBiO+Og7E0O3xoj8Xi/dX+mh7X6aekopf5pte0gWJuL4f+ImvMRGzRNBBk8cx3iwGcuy9C8VMEgmEsi/G09GFj6JErmawPh86tkytw1+epsIBjYsz7jHcj0G/Nz+FMhnUChITS2OdCWWnQe79B5ldAR0S9IV9jjj90Dz+TR1tyjpiAgcraf2aPIjJe2M3YwAcSK3wLgoy3YLpYvVCYnAiXb6LoJl3z6ca8epvttKb+cBEt9uS4sgZ5DNqMy7VStO9KMo0U+uJE+XGZeIXIsxGpfAtFnxFt/cxAmHoqi/op/2+9E39+Nau4eWHzrRLhpH+sDNIdchND092HMEfiNXg7DMjnEJipxXBbfbVIxJR4CmYs6r6G+CJFY5sT+RHKfqlTU4NnpovxpB+goULYcqTanjM6vhn1/+xW+GiEajXLk5CiSQImFid0eRMLH5ywraWnGZloeJlCWd7ViWCjjHpEgY+TEr1ekR4kWgfrSGlu3V6NQq4tc9dL18CLfuZzTedx5pMT6uxf0vEeQtWtRo0X9FDRcDhJ43Ti0cJiSCgQiYNqOH4grfxiP4z7hx/yqK+slmju0xF54P5eqrQk36TYjo4mr0k/eIDhNMGHD+Zcq5tECH/VkrAx1hIneSfZNceErKsiRv9rP/B2b2fO8oTu1CxqUg7g4Xh6p66NmqAzSYnzLRf9RN31f17JncsvaPfZwbgcT5dmrPp90vl36o0DbgGcG8Yj1eExK3bwKJKBLGWVzkZNPTgEaLDglPcy2e9M/z6lUD1r/UM3SmF/eKZnb8eaoPLrjp/0CFZZ9pbrOuKmHfT9qIv40RuRll+BMN1udTnZuxbbAc+17R1uliuRPg+Ct9+LHQ/F0n5kQ18bZeXPsT7HllN5Zc838ObJ2K2BR3koEXwyMZrVymxwBEYxKsKTCzFmjQLdMAJlpez6zHFEWvz3J9PEBvm5voxhZOHDYiXzjEftd++P4J6kp5DjmE95cSmiUagqc9hP883dmY1OnaXNvuyhnzah2WZxqxPFNKo7MT+yQKqzKdVKnkjooFJXPXvCop8DAmI08sRK2+XwhAYRB1mOC7cbQ1B6lZlZSvqmUW9uy4QqDnMqG7Nmyp2nf3AzmpeSX4bFOU80q+4aX70ADDuhoObndgeLqK2P5emhqDOF6sw57DQ680WgfAmSZqz1RmX7/qic1sXtKK54ib5d/dMVXz6oiH2JLN7HniQZcPLA75ho/jXW6iK530tNjgV+00nWyi4ZqDxieKvNm9KN4jrQz8Zjk1r+zA8SU7VSNN9DY3EHxuN3XfKLCQua+cVaiXVqFeANqVJnSPGtFA8hSYB1jbplhmbPsqAkXbBkthJEoE0CvM2ChqITMR5koAQOJyKEbN1ukOVEXbQsZihC96GXjTTxQ9NQc7caQKBluaDqPud9F1pIHL71jZ8bwd62rdVNo0lLBAHif6roegxoB2Iagf3YBDH6bvpB/j18bx1GYsdorsg8S1c3h+Y8Dx4nTXX0K1mcY9k5FHFbr1Duw/byB4LY5dlyUSOBZk6IKM7jlz2jai6dk09w0ApUX7p1FGRHsiRvQ66P+i+Fk4bZynWTD6r5hRXRjCd9VM3RoNiVtePBdBs9WAtiJnBEJJGZ/ljs8S5NX4jSE8H1Zh0KpgkZ4Nz+oJn3TjX2Nm/ExtxgJmrrLQkkgjtwE9OgUHmyTuyYwTJxaRUK0wKTJgY59EUel107eOLjJgSZOzmlXbsK8fZOCWBGunZovuS0b4ZZQYFgyA4ZlmbO+109V4mw3Pbsa86DZDb3sJ3TXiPJzcRpV0XuUfJ/I1L+4zgwQ/lmGpCfuBoziKKvg+S4yFOXd2GMNzu6dGhb4as8rHuZ+HMNenMq/e8sMSO4alFD+zEgvZ/N8asaRes0pnwfG0l4ZgmPjWZD9pnmyhRz3A8Z8e4G+OJOv5qDRGNrecmJb18CC2DU71X5baj+nOgFxy/nqIQAK46Sdwy654S31WfQ759ZWKmYcsTIyTQIXt4Os4Vyc/UvLedFvb6Fg8wMBPD/A36QXbW47hmJHyUSIlZEeVat9PMvVeVWiWVbEQNbrVBvSP6rmfZzbLWfKlkoiF8b8zQP+vorCyhrbvOTAuBrDQ3KHG3dlF797LeL++g7qnrRh1BbI4C1KGrfOgbYpZQHp/iFDCQvN2ExoVaL6xh22+Js79OkzdWshpT2XjTgj333dxWeek56CJ0KEm2vfFqdtTx+MFDkYpbcwrPSxlOsrWtBHCHwJf1WbYJcnkDvUWbUWd25WqnzfzEKvKB1Ez26r87MGpsfRQ1wsUTEOx8yrx8QBNbUNUfb2Rw5Mn5iyz0XbKROgtN5dHgBzKrZwIgfbP9FkjMNJIFFaY8y88FhioO9yJ7o0B+va/kHbaoJPOv7aiV5rJodWiJ4AUZ1rkNX43BssepyrnhQWE3PXs6c6G+qN0bILAa/1EDbs53GhNRgE2tXHiKwF8ARUaTRHHhiZShes1VhoP704Zt1psra9j+siDOxCDnGpNWXQra2u0WvT4uS0xPWIt3SaKHnOuzqukci7pXpNp5oWLY2enOOUWddXiZ9KY17J8Ffhuxrg/4lNOLoNOi1KRHb80iC9hxLZpFN+ZcwS/XnzxUzl0DtdbUYzfaOHos6bpkagFGkz1nfxsS4hzr/Xj6RpHU3aBVS3WA51Yp1pAqM9NfLGNxnVWjBut9/ui6MXV3SB9R/1ot/fM3D7wVeOMSOdCFTCR7VyaBOE33QQw0Tjt9JnUmCEjzbpg0X7lFBUEeK2B2teKU9aTxdszF5Lq9bvp+K2b3iN78U7WJNjUwuFn9VCxI5SLN64f/PgE7ddb6Px6ehuO476rxrZnA9Y1VqyZRVcnmYMFR+J38dw1MqZlCkwFJNQ6I5anDWQLlk9HQrqtpM6XCrUapNFRSK8YtVCF6t741MlPaiPOoyewfnwF/8leXL814fjWQZxfM0zv1wLvRL2immpTHZtf3IAhc4F5nypMf91CizojxapUfVWIiTjBk734l+6g5+tpN1lsYXe7jPvHvex9fqrmVUuHAz3hEn7IjDHT0fM5FUww7YQt7RN1tD2RP79h+VMttMi6PLbNLJNyBuSW8xK+AS/yGhu2UR/n/j8floO2jLGSSbo+z3W6WDaWs3wl+D5J08mQ2jqux7os54U5UKPfuJu2jbvzfkdntmHTlNgDRTpTyrHvlRwikstuKdW+L0oXpsitC2WuvOXC84kxu7N7iQmn62fY/+Uc7jc8uN7SpA5dKIcybJ0K2hR8UctyIDoShzVpYQgFW+Fn9kEk686GdCfUpMN6MuNOfz9rV4dhDSSiMaS1kNOeymQsjLuti8if7+HwzmS2lO3gCQyXBvCEJIx5pnbpY76yGX9Zx/JFF7UXs3z57VZq355lJ0wWW6X4bKxkVqz28ULyqxrzUxp8g30Mrtk3tW2wP4DK1IhZQeCtMEVuGxY8FCh2Xqkeq+PY63WoMu3BBVpMz7VgAkDOq3AT92TGF6lRF5HwpDUYUSf8hD52Ynws9eFEhFAggXpjdeGo+WI91hfbsL6o/DdnsLQa42KZ4JUodatS03giypUPZBjx0FQ7LWk8Ld5enpCztb8+41r1IxZqngcmHueUe5yFnwfuqtEuq0KVbXsIgMpAXe/r1M3oPNA+4aAllcUlP2rGtqWqJIN1oVqL9k9VTKvksKwa4+IE/g8jOFdPvZXIhwESi61U5zL6Kqmcc90rJaD1ZZ8Amc3IzNXvqVTdvIbl5BaaMJEJE4YFqe0mmLAr1SAjPrpOhlFvamPH8zLyxW56O6vpKWjcZzzZukZeX5f/O6plJhwHTDiU31Yx0nkXXRfHsTQ5MOYrGloIOYy7tRfpqQ5asin8LPMiZ5su9dJ7XsZQ78TygKuVZw8CTGYtzGbWoxr9lkZ6smUuPmql5YCMbjEwVo1tixZdOX1VTKvmeHwy4sPV5Wd8fTOONQXGUCVlmkIkSYIVyzPGhEKdNGbCcaAF9aNF/ui9GIFf9uN9L4aUVgOETRnf0y5Hn5lbtECDfrUV8+rj+KKPY1lvKH48qw3YnjEgnW+ltqmAqzAz865UfZUXmfCp/fRKm+k4MFP+qlfaaOzO1htGdrhPMb5IDcRRL9NStahQnSTV9MzCPOQ7Zvw+uTITFdTZme0Mm9gveum/rsH+fSd1LCT4spvWU1p66k2oK37qpwbjV3Vw5jLBelOqgHWC4HuX4RFHcut4iUTebKB3pIaOJutUBuPHHhp+HKPmYDPOiizeClMJ+z4/C1H9qRatevoYLtW+r+w2fDXml14n35lmLFClbOVZ0SSVs3WKZYEBown8H1whvmlqDMavBokU2ApfTh9UVWnhfYn4BCmZGEcaAbQaqorJOV1kxNn3+vTPFiSdwy0AiRZOWRaiBhImBy1aNZMhi7LHvNKAVIEM7+zvsRjneoVZWoGaV/fiSAnQLC7k4lVh3HGYls/30f8/9+K5X7B9Nx3bLfPrQCDBvKKobYOTk1y+FcD7hpfAjdtI8ZR1ukiDdqUR69MOnFnT9MP0O0uYjKvsOE1D9B7pRd/eiOWLEoG+ZGFep62EbRljcsqgTm6RGNcpaMsCA7ZnDQyddjP41RZqVkD0H914RzTYv38i7SSSPAXbJyTCFwYZPB8mmlHYb7nBjHWLDVu+veV3wvgGB/FejTJ6Z/L4XhWaZdUYN1pp+b4juYDMxWTn3V9cRLk9Es+4jx3HDlNOIRu/5sP7jp9g5HayGG96+5/u4OjzmaLGgP2bJoaOdtH75Q4a12uR3uul6xfjGHbaCm6qSYyECcfU6J/Qly3Eyr2XfMPP4Fu+ac+eHPOPY3+mBmehugBFYLA5MLztpqtPT4tNwn0yjOrJZsz5+neSu0F6D7mJfMFG2/NGVGpwHrAR7nDT5Bqn4yU7eiX3qTTpdTAiYeQv15D7FGOZ6DkXrWeiLN96EOe6MmKccoSBQy4i6w/Stk1ferR0Qib6i25aTw9TtaUluxMsD0ojxWUfkpCXmYXCi5agmSf6aPSYngjjrq1Nyvb6wu8lfYvauG42a9UUR+KezPiYRDQSIaaxYMvTsGTReg9RnZ2DO5VH4Ssp0/Ijo9JZMGr02d+vQsPb1noWp9KGTiQzfC+vbuTgYct9J2b4ZC3tmd+Vbuff+pyQke8lD1bgtzEicU0J46TYzLXy9NVMZCKn23FFNnDwYE3q5KQc5LIPNFqWr7Rg/9tOHI9UbsNIoW300vlWGgIzP89caE0e3/7AItsTEqH+brrO30Zf35Oyveo43DTK/h4Xu27YaXzJkd8RkUZiLDnOAOIjESSVPmuyou7JbZjO9OI+vYHqehP8Sz/uS2Bq2FDWieFsa14AACAASURBVMlyXEL6VJ6WGcf/iSONpDl+85GuV0fG0a0uXZqWZ98DyMTe83HuXT/hG1JypwPJMVy92oq1tpOjuowxXJZ9n6wbJeuMGJfNoxIgD8jWqYxNocbyrJ3+l910ndPT8ld6uDlI18kwmi1tymzOCYnwBR/eS0Ein2TKruxrG93XbOjOeOj/Rwstf6VH/ud+PFdVWPY9jqqkrFOlux2SOmFSpZU15hUEpObtqa1ZSMgy479L1jKOLzJjWV2GvllsYd8pEyxScI8FmqSz8LnSf26ShCwz/nsZ6ZMYcbU+5YAU/DFSdMH2xDU3TYf8LN/WQktDsigrkCzg/ZGX4682ceWbPXRsqtSSRINl/2E42Yf7O7X0JlSoH9vA7vY6rPmMpbs+WvdkGOcqNdolycmk1hkxaDUs/4KyCard0kIHbnoP1eMZA5XOxLaDPdQoqbszFsbd1I7/c2YcL7bQ/BXd/eyzyeNkezuauLwzx3u746P1O/3ELU6aX2lBvzR18UQCeWQY7ykXTReGaetx5o/ajIVx72/Hr6uh5UAj1cvUyUjtRALpVhDvj7toCu3IesKDdKGVptfibNjZTNtLerSTv5M6Erb7B3u5nKXfNU+2cHjBcfp+2kTtkeSpIhv2dFC3sfD4GA15cJ3ST1M2pVLOvZJjPkj19sbsY76zKeuzl8xSG/taJLqO9nHgEmjXOemoNxc+sSQRYaC1mwBmGg9OFaxUr3HSc1BNe6cHd8D84CI5ObYmaVeaMGlzlF++E2Lg1S68N8C4vYPmreU4nGJ4Ow9x2dBCz3ZDGWn+cQJde+n9SI15z2GaNxa/XCkYpZztU13yFgpXvgU5djMMSNOLV8eihAHpRpQE2pnjNCNTQ6XRUrUoKYNNT+nStk48YPK0y7DOmL1S8IRE6HQ3Xb+Iwpo6Oprs+Z0SGVRSpuVHjXFrY0HHTc6FTcHxWIVGm3G0+L8G8d814HjOkpZ9JxGLMnPfwXiCxOTKIXScWpd/2p9VGj/dL/shVTdH+6ePY/58gYepAOXoq0xiv3Bx6D0DLV11GPKOEQnfoSb6727A+bdttDyScdz8O25czU0MHzyGc3VlFunKMq82VOS3clFSwfY7Ic4FxtnQdIzd66ZmkGZdIye+vIGBn4ZRL1ZlEWlh3C+045vmEFKhudjNgYsAWgwmHeolquzH2msstBwep/fV1BbPRTos9R04nyxjFstBLgeARIhw3I5VA/czukgQDEnYs+jq6TW70utLmdj8aHnStHT7PkH4VBPtF5dTs6+Fnkwb9x03rqahLGO4RPsegNv4O11zk52SyRzYOhWzKVbV0XNQTe/JVurPpE6I3drC4WeNhW3OtLXNju+00bhCq2xto7PTcVCm+0jyN1WLdZj3HE4e6nG1cJNnUjijWMpRsP3Br2krTfbTi5UEW6bJkkUatJqFsMSA7Vml7v/cqNTKR3Oyb/Q5gk0L82QeTz+ES7VYS5UaWGLAZNFgFFsF/2gp2nk1/L6P+CN1HHzOOD3itEiLfr0TR8iH69chpE0V3MKyQIflxQ4sxWz9W6J0m4aU9cSFmUxunWksohEpIkF8d8FyoHlGAUCVWodxax32QJCBHO9N+vAykYSZll0ZdboWqFDrjDjqHQSbBghGnBjzZW1Egvju6qhrdUw/fXGBCu0KC87nruDrvEzoji0jiioR+nWExLoWdm/MsDAXadFv3I3zmj9nv+vW76Zjfb76DnPAF620uC3JbZcFGH7fR3xFHXVbM7JEZnHMa0x1dLiLPHdFZaCmtRPbMv3M7SmrHXSe2kZC6aG9ZdXoUbg1KdNImZDw/aiLod8+jtO1G9vKMiI/ExK+Q/sZrHLS+ZweJrM4Uiz8vFrxFhvQYNnZgfZbegwlKsM/iiPmR3z0nZFQLQLfGS/21Xa0C2SCb3mILVajvuTB85SRusem+k3J1gLpfJYPb3jY1eKl+qUTNK/PMg7KrCGlaMvDnZkRYOlCL10XZB6v72T3Jv0sbFFSwFU3tR3KtNZ9Kn6Yhorly7XIEQmZlGN4mR4DQ1y5GsP6/+hQJWKE3uxnKD5T5sT+NQxGR3K8m3Zz9mxh/SCdP1dkG/OfLpurbkgl9JV0vpX9b1XhdDnQ/15Gvpf2R5UadXqQ6U6Iyx8n2NCyG+uK6fdRqXUYn3Pi+KCJgfeHca6u5Fa8IjLTCoy5bIunnPfPm7FQwJG+zEaHO8e1S03UHcgVazfifF1Z/crwyRx/0Flp7K6Qq30ihrezl8AXjBg/H8b9qg/jQRvqa/24L6kxr9Ny5XQv3jUdaSfeKqstNbOXZAJdu+i9Yaezz5FXx5Ru3w8TPB9Ht/0gjjXTgzsFx3Ap9n0FUeTIzeT+tti5s3UqaVOoV9fQ0lNTdBvS1za2jEB+cm3jwP7r7Gsb9WoHbSdmZxtmMZQ85hVvG6x0i9Mo+fTiUuv55ht3ubeTl7ejwICj9+iMTxUdwpXVERrFs+cA3pWNnNhnmdvTXQUlU7TzqnqdDc0FL5639Ti+PtNL7XlfheGbubeefSYxmLEt8eH/aTe+L9RhyRKd8N5UYdiZ/b1pv7oBw+l+3Cf8ND+7ISPzKszgUQ+xJTachVztqXZ43/Sif946M/PqTBDVYzswzVigazH93wZUr7k5vrqZmnUzM6/cD1u/L1AlI7QKmBzzA9nG/Dx7drUuT/RugUqp62pOavSwQIvt4M+wFlG7JSf/kVwQyhyn4f3jM/5ctDJdoi//7Lh5fBpnXiaSR7n3ng4yvq6ZY99Uc25/O02uOPZFlxkM6XF2t6B7p4n2vzuAtL0R5yYDmnL6cJGaKhWQq47fXIxPkgbTz54qqkxa5SnZYK0sujVm1GeuEB6zJOsALbawpyVK19H9vPCTZNbS5oZ9HFzZx65pFn6c4d9I6NaUkVWpiLk6YUsiFIiQkOF4Y5AZ0iezHtRSExseU9H/phtjlR1zZubVrzx4b2mwfStrTtCDYZ6MuT8G5GsDtHd6iarNNB5sxoKP1mY3TfuGqJIkFm5pYXf9csJH9tO9v4FwzW4atxnLmCsLUatB9blCNdPKse+rMW/R4HvLjWeFE3uWzCvPXI/hHJRzEnXJVMrWmWubImNtY/1SNtmVe20zHyh3TTu7pR7mH5WtNzcXLEyu/RbMo63GgqIp2nmlWu2kp7sa7xsDuN7Jsj/4uz3U5DmaOucxxff5IzwZYJER59GjmC8MMvijdjxZal5ta+3JXfNqqY2OH+rw/dLL8VcGuD2j5tUeep6yFC6UvMiI83AP1b/sZ6DTm6Xm1T56tuZwoG3q4JjOh/ed47Sfnlnzyv69Y9hWz8ZGmPzRc6CI4rCl3Uu12kmPS8/gWwO4fp6l5tWBPH1XcZZjPdCCrJuzc6Bml2IcbPlQ6Nww7jzL2RmfFnnQwsK0AxPyHc2spNDxnBij04tDzyysKzP8gYz52z3UrNehBpwdLSw80ovvrglnuxPbMjXsPMFR0wDH3xlG3mQob1uczk7n6/aynmq2KN9xVUmZVmZLMrduZZA3av8lM9bFhwheTWBem3wp2TNGWzj7ZNp/41cIXNVhrS+nWpASCr3n2bI1ij2oRYvtYA+6C4MMvtqOe0bNKzMO126sK/MMvDVOzs4UZAUW5oXH4YM/Wjx7Ye/ib6NGu0xLubeZDdRaA+bn22jeZExlSNvo6NXhPe0lvr2FupT9bH7pBEc/GiSkLtfJq8K053VeL/zFMux7Fcb6HnoMPs79g4umrpk1r/b0NGPJeQJo6Ty0a4pK2DpzbVOUu7bJRlXawS9jlWuqOseBVOWuaQvpUPjsObhK40Hpax32w68zP61LgVL+0x/+8Ic/zHUjKsKYjDyxEHUxRxmmSMgy4wsyUvlLpJQTFT/zpApcFreV6+EkcU9mPHPbSKmU8d7iN0NEZR3G1VlqFD0o4lFCN2R0q41TmXwKiV1yMxQ349haTkR6FhiTCF+LoV5pQv+AjkpJyDLjlCb75gPyNS+eD6rYXG8pq/hxxSmnL28FcL87ivlZO8a5OCDhARG/2M6ud81FLY4ip3dx6K6zAsfNzxGfIX0118yJnC/Dlizr2oogE37bQ1CzGeeT80qalsecv9cyedhtnbmSeZ9hWVvJtWTJY2gO7NmK8hmxwz6L/PE4rwQCgUAgEDw4JpLFxoe3nKBRyUlZI15am8NsPtaC5WE0hgUCgUAgEAgEc4ZwXgkEAoFAIBAIBAKBQCAQCOYtucrhCgQCgUAgEAgEAoFAIBAIBHOOcF4JBAKBQCAQCAQCgUAgEAjmLcJ5JRAIBAKBQCAQCAQCgUAgmLcI55VAIBAIBAKBQCAQCAQCgWDeIpxXAoFAIBAIBAKBQCAQCASCeYtwXgkEAoFAIBAIBAKBQCAQCOYtwnklEAgEAoFAIBAIBAKBQCCYtwjnlUAgEAgEAoFAIBAIBAKBYN4inFcCgUAgEAgEAoFAIBAIBIJ5i3BeCQQCgUAgEAgEAoFAIBAI5i3CeSUQCAQCgUAgEAgEAoFAIJi3COeVQCAQCAQCgUAgEAgEAoFg3iKcVwKBQCAQCAQCgUAgEAgEgnmLcF4JBAKBQCAQCAQCgUAgEAjmLcJ5JRAIBAKBQCAQCAQCgUAgmLcI55VAIBAIBAKBQCAQCAQCgWDeIpxXAoFAIBAIBAKBQCAQCASCeYtwXgkEAoFAIBAIBAKBQCAQCOYtwnklEAgEAoFAIBAIBAKBQCCYtwjnlUAgEAgEAoFAIBAIBAKBYN4inFcCgUAgEAgEAoFAIBAIBIJ5i3BeCQQCgUAgEAgEAoFAIBAI5i3zynmVkGXksQf7m/I1L+5TAWIP9mf/+JhIIN+TSUyUcG08SuijMNID7nvBPGNMIvxRiGi8/FuVLEvm81gck5HlRAkXJpCuhQjdrMCLFUwjIZfaJw8JZcj1+M0QoWsSc/t2ZMJvu3G/HUae03bMAQkZ+d5DPjaFzHt4qaA+n5/EiX4UIjySOT7F2JsdHvL3Oh/kccn6fJ68+3thvKfcBG7NbTMEc8+fVPZ2MuG3PQQ1m3E+qZv2l8Q9mfFFatSqXNdK+H/QgFvfxtmdxqJ/OXyylvaok6Pft6EtpsWfBPGd12Out6Ar/PUKEyf6URRZZ8S4bDznuwOQzrfScEpP21kn097OVTe1HVGcxzqwLS3u1xMjYcIx0K02ol1U1oPAf/hx7XWjbz2Lc02R137ix9WZeoYi26Gs3yV8Lzfgvq7ghquKH0Pc9dN9aBDdt4/ieCzjbxMysX/20v9OgGhMIp5yiqg0WpavtGD/azuWR9TF/FoGCsfQhET4wiCD568wPBJPLihVarSPGjBv2ob9SQOaBQV+6o6P1r1uIkqaVcp7vBfC05kaQ5piLsykDFlSxlicSbJv4kv0mFaU9UAAhE/XlyTjYJTQG67U+1DSjjDu2nai9Ufp2JL+S6l5VKKMnk7+e8mxAL63/PgjUUbvyCkHiAr10ir0BivWZ21YdOXMm6RzJSrrMK6Oc66xl9gzHTRvLKafUuOMUvpktkggXQsTQ4dxtZac6lYp1/qpL1G/3H7XhauE8ZpT12UgX/Pi+aCKzem6+1YA97ujmJ+1Y1wMIBML+vCxHPtWI9NGjBwjcOEc/osRonclJn0kqsVaqh41YH1qG7b1OsobZQrIJptRoVlWzeNbaqjZZESbRzbn0oHSu64c7zGOv6eVwWWNHH3eUOGHme8ybzafff6idE7NJJcuUEAZ+jx+sZvWf9DR2OugrF762EPDj2PUHGzGumTmn+VbAXyDGXpGpUa7RI9ho5VtT1nQLc5189v4O11Z3k2x+jadGIFTQwyvzL4OKJtbAdzvDlP9lBPLIwq+H48SuiEn1wg3879L5ZRqR5TzXueIlM2sbz2LPZZLHudjvujzMt592jsouDaMBTh+sp/L1+IkUKF+xIht+x4cptRvjsUInvehfyJ9/OZY322yYbvgw5f5G5sqYb8qIyl3C6+YDJky5Kqb2o7MlhuwbQLfhcz7GUqyzx52SnRe5VJoKUNRb84QvGH6nSUqQICJOKHTXfReiCAnVKgf20zjS3WYCgjQfAPH1HCKlieLMUuTzzxjImRS1KI9XfmR493NHqMhD65TFFyoh0/W0n4h+99mTLrpV+Z+Z0oEyIRE6C03/RfCxO4lQKVGt8bGjm85MBU1UbXYvn8WG9kM/TyKtKCzJiU0SDA6IqEZz/y7hO9QE+4by7F9uxnnE/r7TsLEnSjBd47T1+xlaGcPHZtKXfoqGENjYQaaXXjvLcf+YguNa/VoVMCYRPQjL8d/3MrQW3Zauusw5nPYLLXRcdaW9kEcf8cujl8F454TtOVa+Ct+jwqRo/hPD+B5L5x0Bi7SYFzvoG67FX2eKZ1PHuQfx6WS7BvfpgIKP+/7seU1dnI/0xwqtEL9vamNsztzv+vENTdNh/ws3Oik+ZUW9EunTLbEnSiX3+qmr2mI4YPHcK4u3Zybcq7okEckRsemJnBumVeJ96rUmV7Kb6WMzIIOtfxtsOUzNLMaVgquSyHf8OE+eY7gjZSBurQa67d2U/dEcfMva+BpdBjf+SjLn550XuVgLIx7Xzv+z1lx/m0bLY9oUU06iMYkou8P0v3jJoYibRyrN+ZfNCh16mezDeQw7v0ufPeWY3/pIM1rdMkAXyJO9AMvx3/STtM7NloOOzFWzIs2TuLfJaTFMxRWBZjvMq+Cz15Ov+eZQ1MUep4sczjLgs1Qf5TGrNfLRM+76X0zQGxMhfoRM45vO7GtLDDQCrVd6eJwhqN5ivGxUaQRDUp7KasjG2BcRhoZJfH7mddIF1ppOhll+Tf20XLYiG4ysj6RQLoVxPeTPpreGsL5w6k+yKoXTjVQe2ryPwacx7K/bWWMMnzeh2/j48WvA+6EGPixG38k6YhXaYxseKYGxybjVGBydBjfeR88odB5lR7My/Mup8inV/KN53zrq/zyQAlKnQhQpC04TQbYsG3y4ZscH6ucHP1OCY2dxuzr83JtSPmGn4HTnpTDKTXunq+j7kk96kIB8XTu+Gjd30/iqX30fM+E9nNxIhfcdLn2IjWdoHFdLrk0tb4L9dXiitZx9LA9+a52OnGOeDnQOIChlMSKNOLX/XgHfQQjt5HuJUgGU5djWGtj219aMWRRd9otHZzdku+uKV9K5sdrnJw964RU2/UtZ9ltSv7JuTP1nLfnU9D0wVPhzKsKcKGd2gukKUCZYN9eut9fju27PTiWSXiOdOFqGqW5rxFzHj2bdeBcH6D+ZS9aTbGWoBHn2bM483wj6RjJ+DCHojeknA05yWoYRWivTbvXpjbOri3Y8JwkfpdMAVW0vaqUTJqs7ywpZPsLCrU4gcNN9H7yOM7/fgzbKg3EI/hOduH6TpTGYy1YZjv4Ms1Zk1IOiTTBOMmdHNdf9+H5OIH5pTac66ePN9VSPZb6FsZjuzh+xkdkU13uCGOpY2iy5Rc9eO9ocXR3UpNusCzSol/vpFO7kF0vexl8345RaebJhEz0H7twX9VhXCMTPtnF4KMt1GQzfLO9x6zOQiW/G8N7qBUPVvYdbsG0TEViJET/q120HpI57LKjyzu2yjeEFDMmJ7cqycmIbiE3i5KFfyZZZVwqG7OYTeEVNcqn9XfuLK5cDL/vI46Fll1W9Bl9qVqqx7rLSfiiC9/7wzhX5+7J9GcybLLBBd99eWqoP4qj0HNkyrzUPHTvrcU97XuFbpTJlLGVk8k+LJoE8j0AWdl2vVKikJOGVTp3fLTu7YcCcn3SMVm1ZR897WkGamcTw2U58dOJFO6jSBDfXbAc2I11RcbfFmnRb9yN85of1/kgw/XG/PJihlN/JlltA0C65MGXTTarNOjX19H5qJqmZg+eS/ap+ZNVH7hpqJ16YlvrWex5WzRLPEQyr1Lke4Zc/a7k2sJMypEMGbvTzvIMHSudn3m1dMFF6ymJx+s7aPkqhF7rwt3mgh8WWLCmz/9isioyUepoVkDxOyjihAIREo/U0fhN0/RrFqjQrrBQ1zDKlaYBLn8oYUvNPePOs5zdWejeUuEgdw4SV4MEAD4MEpJNmJQuU+74aP1OP9QcpKc1mUWfiAXo62hnb6SZEy+Zc2aQZndeFBlQzKTE7JbZCSJmkRlxP+27jhPGyO4TbVjLXEtMzuPwSR++dLvhTqkjYZLZ1+dlydPrAzS9PJTU598zof1cAulf+ul+9QBNsQ5ObFeeNxnxeYgs2kzHDlMq01iDYYsTx0dBjv9TCOc6S/4saDlE8EPgnhffdTt1KZ0feddLFJA+CLNjTYFAVPYbEz51ANe78Phzu2lpqE46uicSyCPD+M8e59DeQawHOnGuqWyetvRRkChweyiAw2RBAxAPMBQAEpcJ3bF95jKuJinNeXUvjgTE7sah0n6/zMkX8+O5BJamNpxPqAEdzoONyLu68fxqG+atxUUnEv8+ioyWqqrKNjs/6R7sHJ7WTCYN4rshPCf78V2NTUVTnq+jbqM+OZGvBktr0kQE/y+TC8ihX0eoKULIlIfE7eugtxQYN7HLnAuBZV8jtlUpcaMxYGtwMuzs5tylGJYi+74s4mGC1wFChOP2spVdEhULFW9NK2EMpZBiEcCGIVekbZUJM158N25DAedVQo4R/eAy597yEopXYW3qYPfacQK97fS17MJvslPz7AbMK3R5tgiXwb/6GbxZxbZuJ6ZlyY9Uy0w4/9s2Qs2D+P91Smndd4SnjIkHTfx9X9IQ/cBPMG6efWdrCikWBfToikjtTxrlMtGLAwy8eZlwPC3TcacjleVaglGeWszGf6e81kP1OhuaC348/QE0T5uzZF65CaLBtq668M0mDck7PlovTF8shk8W+SzA9HmYcsSWcpvZ4mM/3hGAIfzXa6bmwmzz6W0i6NmQV6wnuPKuj/gqJx31ppTloMGwpZnG2Au0vxMgtqmmSOPSNz2gAyjqI4MZ2xIf/jNuAkvsmLNkXrnfB80WMwpGWckUlM2PGDACvpjEfVsrm/Mw670r1MgieJhk3h8NKXt8SsamFrx34siQfcE3EcF3JsLCb3TQvCVp+9ma9iHtaqX/52FsD2hbzdyhwWwz03/EQ+9ry2l8NlvmlYeYyoDzqxlCbSJO6K2+qR0BqNCs3oBjex3W9OBdhv1RcKV0N0hfn4/xFXr0MT99fUY6mix5twxPIn14mUjCSts2A5NTTqWz4Ng6ROBUN/Xv5b4203mReL+XF3pAsxj4tPBvP3RMxPAddRNeokdPGPerXqoPFgp6zhFzpM+VydMEQd8Q8UccHLyvz1Von3DS+FyYpjNDBJ81YFb4m+OJcViiyShfoqFqCfBpAefdRAxfTxf+hTZqNgUZ/Lt2NP/DSfVv3Bx6G2zb7YRP99K78iDNG4tcN14fpPu8zIaWo+xO9yYvUKHWGbE3dbK8rwHXkUE2uKcnISjeNpjlMznkpv2NKKatduTzfbT2QctW8P6gj/BKB44l5+j/+wF0/6OubOf/w0hJzqv4h35CABf9hJ4xzIwOTArtSqR7Xg0SYwM71qb9iNrMBgsEgmGkrbqi3GfDHwcBM7qKeysTyDLwn9WVq5ExFsbd6sK/1MHBYzUYFieQ/rmP1iOt3E6UE6WWCZ/qwjtmwLYF/G934V7TU3GvcVbuxogCy5cVaPtdiRh6NuszljKL9FSvgIA0CoqrlGWm1E6PUgNwPZ+hIRN+y0N4sR79wjDuV30YD9oKGxWrbDgeG8L943bc7MaebdvgByoMO23l1XUogFZnAMJEboEx2yLp4xABwLhyed77xC+2s6svjEpjxLxlH0efNsG7rdQ+r6ft7FF+9nwYv8+L70d+3CPLceaIaI0ngMQDKFyZ4QjPneszC4z46DoZRvOkHeM1L32v+jAoGTMVQBqJwgpz0WEF6YKL1pMS5pd6eP1rWlT3Igy+eghXq0xbjzP/ltJc3IwQAuT/dYXYNt3MGZtFV6hWO+npqcb3lp/uV9xZa17t6bFh0c2Gd/QhRg7jPuJl/DEbNvx4X3Vj6qrkdrPcxEeiwHK0X8z3rVHiEqCfqbO1Oj1cGGWUYsNhGTaG0oy1RUacXT1UXziH/9V23NlqXn27B9t6XdGR2pn1heLEPgGWa7M8dwHZfCtCGDDosryVjHIKuvU7aNxpy7t1ehr3514uity2+jDJvEo/+xwih68QBhKTMvZOmCsjwN0rhGVL9t0J/xYmeE+N9S/SLI8FBswb1Xg/iBDDWFoN2Cw7BvSl3OcBoFnfzM9W+nA1uth/QUXivk2iQqVKkPhKHT3H7TNqXkXe3I/rvBbHK8eoWaWBhETgJ630tsksPN6MZfL7SrNgJpLZp72ng4yudNBxoAbtiJfuQ700NQbZ8R1ncudBHqo0WiBMNAbG+x2XIHojCssc9PTWJPtTwXZV6d8isNhMVdk1P+cXCTnG8CUvA2/6ub3YTOPBZiwE6P67PprqA1ifr8P+ZPWUE7McMuZBSXNgDvW5Mnk6SvzTBHxFP0NW6FYYIRElfk/5b1avNqM678UbsuKcdCrEvJwLgO45IzlnQDyAq7GXEEach53Ylm5DP3GI3pebSKi0WJsO41ynQdJItB5t4oWLTg6325SvHv/3MDIWLDnTINWY1lvg4jDRO2CYoTOK9YMkiLy5n0P/IFG1pYXG7UZYp6H3B300XUygWlNHR5MdPUbkQ4do3+3Htu8ETtNnyx4u3nl110/fyTCaTTWYPxrMHh0oJLQnEsi/G4ffxojcjDL8iQbr86npnbFtUIpFYNWGGV5x3QoDXLxNWjyyMBMRQoEErDfzeMUF86Rhrqmc8+pGEP9dLdu+V5PaT6tCu34Pzg8DdAdCxDfZUhN6aptEwbTbCYnAiXb6LoJl3z6ca8epvttKb+cBEt9uY/f6HNdez+LwKTAp4zdDRKNRrtwcBRJIkTCxu6NImNj85QLPvkSLDj/D0QS2tMwLxqIM3wSduZjUcEpLngAAIABJREFUOQXbdHKR9r5srW04tQHa97tpaozi/FsH1rxFabXYDp7AcGkQzzvdtP4ks2C7GaerbXq0bhbQbnRgf8eF5+UDyC81UjNZV+V+zSsf40vt1KzLbyBpNrZxduP0z9IdQqplRmzfNGL7Zp6b3IsQvgncDROZMGEodmHzJSs1K4bw/MiN/rs7prYN/ugcoyscWL9U5P1mAfmGl+5DA0RX1nF4px3tLRWxV9w0ucbpeMmOPkeUxNdROyOzKe98HpMIX4sQiwxzewz4bYzQDQn5bgL1luoinQCpbRTrm9mzPlUYVGOg5v/dhr/5HMEbToyrU19VGpyYkPAOeBlfqkVzy0PfefPMZ8mhK9Q6CzUvWagp6hmUkOHILjqSqWBLWiWYSC2klG6DuhPg+Ct9+LHQ/F0n5kQ18bZeXPsT7HllN5Zci/Bsi/i8mQLJgtzRT64kTxEbl4hcizEal8C0ucB81qL/ihouBgg9b5wKek1IBAMRMG1GDw/uVEC1DsszjVieme0fus3tG6D9LzPf6DTZ/OJu7JP1CO/XvPIiLbXTsjHzWpnwqf24PjLS+MMOLIuiDP59K62HxhVsnS5DH+bg4ZF5lX/2csj2/OkU3FYoh/H0B1CvNaP9YBBvyIz5nz1EHjFgiAdwv2nFmM0WHx1FQoc2Q+VrluhgxENTrWfa5zmDa5/eJgrEr8dgjW76FtrUAj4X0q0IEGX4fyewLR3OUvNI+ZI/djMCJIiOgHGZ4stQLUsGVMa396SNuZSOWKbPUqxdIvqbOGxsTDquAFRaLM9tY+iSm+EoWJRun0xE8XZ2M/gbCXmBDsv2TpybUnWCVtppO2bE99Ne+l/eRf9iHY9v35cza0S1djP2Ja14fjJI9XeTge7YpV7cl8Cws5jDqGJc+V8SqnWm8gKqOZzD5W2TLZUEwaN/Q/cl0Kw0Yn2xh7av6VL1mCw095qR/sWL551e9p+Kw5PN/KzBXF5x9Ml5UGAO5ORB6fOy5GkVmj9TwW+iM5zdsZthUOmT2XsKHViqtU5athzA5dpFYGkV6gXjjI7EYY2Tnm/kGcEaEzsOdOB8zHB/u6H5xX04xzyEjQ52p9Y12iebObEmSkTWFuWY1+qrUeMnEHJgzOrAkgm9F4DFVvRZg3fZssMzmNZHKgybGmmxaDFOHua10k5jg8zxfwLrTnsqQGWgzvUzbP96m4Vf+mw5rqBI59WkgTKsq+HgdgeGp6uI7U9GBxwv1mEvIJQi92uoqNAsq2IhanSrDegf1bNw8kuzeBKA9Kt+hu6psdsyBdPU4CpZuE7EiF4H/V8Unw0VSa8tU5KLXkGUcCxG+GIy6hBFT83BThyrkxPD0nQYdb+LriMNXH7Hyo7n7VhX66a2UUBJNa/Gbwzh+bAKg1YFi/RseFZP+KQb/xoz42dqM4RshqrUbWCbyUPvqV6qq5xpNa/cBDDR+ACK2ieuD7L/7zxIKhMOVyP2lWrARtsxA/433Ay8fIj4/+yhJp8jdIEa/cY6WjbWzWpb846hRUbqenswXRhk8LVD7Mo8bXBnBy2FThvMG7GL5BDOM50b8Q/9hFQqVPeGGPqgBkPOIow5WKDDfrAD9ekB+va/kFaw3UnHdmtq0bYQ1Z9q0aoXFrhZLopwBk8ykSB+K8jQmx68oVGq1u3mcGOqPasctLVXcbzLzYHdPkxbHThsZvSa6VKoaNmjkgi95mfUlDwRrWqNnTqtl+5/kLHrhmmtbZ1eM69SIXBFhy3E8PccYuCmAWd3B6ar7TSdbOLAyB52P2NBn81PWsxplvcpNkMi8/CGon6MB7VtUBq5jZJtUIlYGP87A/T/Kgora2j7niOVQm6huUONu7OL3r2X8X59B3VPWzFmZqsVrW/Hib7rIagxoF0I6kc34NCH6Tvpx/i1cTy1GYvxDMee4ZlmbO+109V4mw3Pbsa86DZDb3sJ3TXiPJysaZF0XpWjk/M5GIs4eTa93WXVYjHifP1s9j+ly+YzLvYeyTht8Pn/n727j4+qPBM+/puXM3mZJEwIGYMTkBEJKCPbiBqtwZboMlIbWtHFWIUujauw8qSluPJkywOVJ7tZXGjWFIV1zaIgNvIIVtNWwtZYBbWxSiwN1gRxEIjECSFDksnLnMzM80cSyMskmckLSfT6fj5+/DCZOec+Z+45L9e57utez5pAsw1WlVBwQMW+bmXHjYyVxf9rGYcf2UnhH9NYc6HG4sX9OOz1ZL5Ox7zhFuTQz365yyh4bDPF2Fm/chnEPcLG3FWUYMK+YQMZ3p2szsllrTuLFT0jETpQUPF4e7zuU0Gxs35353m7/xIFlWWHUAHnu6VUfX9xCEOvnJS9277U0g8Po96c0q0+anv2YpCL8lZS/gGAg5L3q0jvVU5iEOfzPpmxXm2C1wvZ961HL2ZevbSXSiWZO6aGsCjFyrz7MrHqrMycYup+vQ0QbcX+4zzs/+jCUemAhH6ueXVJLH1iPcanC8h9pPBiiZEfP9H3A+kA1CP72XcK1FNdgyChhLG6BIeHUg+tPyGP7FFIefg59qzq4wZfp2Ceu5isue2PylR14Fp9gagN7gvZu50JGoYQ54W45OfzIR1PFVLsd2D6WSH5OxJZ88DFmlf5L1VhWriSlHCCDl6BEdvyrTx3l4P9W9eyy5nGmrxMUgbMsG+PI3RXh+OdUg4Z7WR1DVWZrAELq/dr1mLWLDjIxs1rcd+7gozbete8KnxPwb5uca+HdwMXbO9DnBVbj2s/d3U5pe+B7QGgM6iuUzDPGKsnuZEVdPBK/WQXq9fvJ/a2LJ54MLX9JJVgZ/2OZMpeLuBgNdDnAWrgYud9DeoxT7YGzLAKOU28upj85yshOYv0WT3/2P9BsL/Z9np5fhVLng/tJNlZeLvXjdD0FNLiitn7X/uw/fTisMGCdxSSV6X0nUYZgLtsL7kvO7Ddmc3We5K7XwzrTCQv38RzC8vY+/xOCjd7MA1QDD8Y5tuy2XRb1zZsp6DWiH3lPNLmpJHWWfgy4FAPE6mP5WF8uYCd//YIBV1mG8z+jwySg934Qd0Qd/SHGXYe3ZiKuWs9FIBoK2kP55D2cMe/W5LJWJuNscuFS0h9psNQLqz67EOddGZsC1dgG8yBFPq+2O46lfJA2YzuMgpfKMe4IJtM12bydxaSNmcQadBGK2kPr7+4/7vyqribFOZlbSVt0MNVBjNkxEnJL7dREjOPzNylvbLpjNPtrNmaQuXbhRT+ahv5eit5dw8xAKuzsTS/y1HL66RofTnMyMQ+387S+Z0lm4MJsphITk1CebaAbddbWdk5bPC/9uKMu4N5vY6ZfXOXFbB2czF1phRWPLGGtAQgYT3PTC9h1/MF5P7KSN7KANseROHrSypgtumlqQ2oNrmCuIJ2c/jlXApP2khfu5WMnrP1xSWTmfsc6R/tpeDFQnJfNvVbuDc4ZtLWbiKtSxvKthXgiraTdXMatvlpF87zAYODRhuZW58h7ZPDlDybT259Mhk/2kDmTUk9AjTB3piEWvNqeDNv+j7O9xXQD3CcH8Sx2XW0lCpSWNZ1ts34ZFKmFVBY6YBbOvdc9/04vOel8XXMG6lz8kDZUyOSmQlgTGLePZmkXd8xy+6yJ1jj2UbljStZOlsBMsnLtVKq2jA7irp/NiERK8VUnQG6ZCpVnXTA9DT6LyDQwXWIvQfc2BbYqTuwl20HUsm5viy4YYOfFFN4zEjagmQOHiik6Hsp3ScsCIHrnb3sb7CRestpDr20l9Lbel679jifB7om7DY5SYdjXQI4XR7eJt33BNnKNnb+2yMUdql5tWLj0pBrvJmmJw98Ha+YsM5OHnhh0TYWr83rP1t5ahrZa6/DFCjI1lLOzm3FuLs+qB70xCEXuRvcF4qOO09WgWWIx4AQAzSD+d2Huo7inCWUmJLbH8qdKGDVfTsxxseScntqCCsdhfP5UK8hZywlL9fCrhe2sfr+LrMNPriJ9bcOLqiimKxYE4B6M+YYD+6GOpwnq3C1mLAG6Lf9fr99ZACGdq9lxPbgM2y9sZh9r2zn8Ze7j6CZOTed7Kfs2IZriPkA96y9HswBl3QiqjEi6OCVMmspT+1eitLzglpnJvnebNoPrW4sKXbspsFUQw+cLWFOsmFUSyj7JBNb5w1Ux/A/4/wgh8Y0lFHweAGVMXbWZ6WGFPSBvmYY6fwxj+B0leE2MnOyMT67s/vTlJU5LL01tK0w3pzF7pv7f4+SkEzG2uSBZ+EajOpicjeX4LllDRlzgnyu0dm37h3Cevu6IQ7qqZARyzQj/U/je1HXA2Jws9KMsEuRydJ1KuX+gldeJ4e2baOkJZms7yWTqi5j/08KyN0US87axcHXaYGLT7Uijb2fVh7dyfIcx6WvV6KzsHjL7v4vHHUmkuavYP38FSPQADflO9ax65iFjC2DOx6ZF2STo+xi1/Oruf/JzmBxOtk/zghpeKdxzt2s+Xk6iVd2D/oap6exYmNn2KPvc0XQRS5DyIpzuy8+AlXdbpzn3P0OTxvt36/T6YRpiQN8j0ZSfry7/4KoOgXz3Ayy547IUR3n67lsftND6uqM4Gui6UxYZ6eRMns7xY7rSL0laXD9dbBPNSH4Y+MAGceD7idDPDYr4UbASV0DXLig8bpw1YJB6TvjdFj79Tg75g37b7rXtUXHdUJ/N75DeZjW63UjSfMvhpHRmUh5OLvb8cA4Pa090Dw9mx2phos3unE2UqZA4TulZCZ3jERoKeXgQPVlLnBT+vw2ysLtrH9gGehK2fjCFnZZ1w88bLCjlo97RiaLl9sw/3U1hf9aQNJg6vlUF7P5P8swLFjPyvvc8P4W8jfNJK+/WmtDfUiiM2GJcXcUawdQcR0tYXt2Cdu7vq/fe/fBZYCmrt5N1s19XD/XlrDl8X1Y/nErGbOATwpZ9XQVizesIS2OC4GozKdyej/89Top3pxLcX0SmRsGeT/jLWP7fbmUdHlJiTbjemkta18Co8VGkllh5u2XcKIlRvhcPlBfqilm3a+CXdhon88Hdw1pnJ7Gig1pDOUI7/ztWlY93zVIqmCML2HLz0rozKwyG2ZiDhC8ulTXauY5dlbMsdP1OL+7zwBncPeM3XWe38fYQ9wxKqRhg52BK/epQxS9WMSh46dxujoO4OEmzNNtpH03g8yeEeML3FS9U8ze35dQfrxH9HJ2GmlLNrHV0uPsNSOdzOT95D+Zj3VjFqkTnRza1l5sPNM+8FNw9/Fitm8uoNTdXsztUhS76633MIagn9/HjWBAaQjUBjeeFieOykqqTKnY+znSuY/vI3d9IQ5LOhseHMKTAtWNuwU6n+C4jNahjUsP2gCZg32Oa6/i0I791N2YQfrsoXa8QfShvg6CXS5iQgrw9HPh3XuYTpebPlclRVsfZ9cRI/Z1WR1PJ+1kb/Sw5fFdrF1ZSvra9SwN9mx5roTcroHHAEMau7anv6EpqtuNx3exPwXxfPPS6OjrrupKKsrdzLyrnyd4Xhel2x5jy9uQsip70E+wwYh1OG40dSasHdkGF84VladxNnQ9V1xH+l2LyZwToA7QgEGJEGbbPFbAqmWFmKea8ACVOUsoDjdhTs4gPYgZWlwnynC4Ldhmmy/RsQbAjWJJxWayjsxDkb50rUVZWY77qsX03evcOPbmsu4lB4mLNpAZ6vDfTqq7/ck8tK/XZQp5m6veLmC/K4WMRbbgzy1BXCCGNKzU66TstUKK3qzE0bX4e+e1zWI7qVO6tK7b+gM9COv/4Zhxbhqp4VsofLaEmT9Ow6J1Uf6rAvY3WLj7WwOdGdrrlrktNmwJY6hWxiU55o3ytg/3OblDcNklXR9MWZj3vWQKtxaw8+aZZH4Dyl4IsiSD103ZjtVseceIfV0GtnAFluWQ6VhNwf9di7u/2qluB/s2dQmS6GDxP2VyeE3BwPV8eqotJb/zofR9NhQjZK61U57TpdbaAItwnzpE8b4SSo5WXLyXUYyY46wkzU/j7ttTA9S9GvgcVf7sEjb2u+a+MkA7zm2DycL3qdRVOzF1PqfxuHFW16H6BvhcQ3u9vMLjsdjXZmMPoWZYN7pkVuzZE0QQI8hZi7uej6o9WGYP4WwYdNB4sBksbspfK6TUdAeZl6CkSVBCOZ8P2zVkx70hXPzegvjazHduYs+dQSy8JuT5rkdJMKPNxFCEXLBdPVrA6sdLSLw7m+xVXWZm6Cz+/IvVHP5hoJnwVMp3rGbjm4ksfjSbvKs7ikbTMQvEbwrIXb2fig1Pkdk1FR4TqY89Ac9uo+AnS8hXFYyz2lN00/o7yalVlGzNpeA9Z/vY4ScyRmc6yX5rGwQz/1nHRay1j6d5BiPmhFiUYAv7DlaPITSKyUxseMfTlJttgavme52UvbCFzb91QOcMCUHdXZRTcP9GirtNSNdZJw2ISyJ5qpHY2QFmL+tDX9kclT1S/gNncwSZedXrlToqXi/GkZA+tODVkPvQMLlQhLKMfS8WUVLpuDgT3IULvnQyFvUYltpQTkllIos3rL9QZw3A2FGUtOQ3lSROM0LTINvVsX+q3sxn8wulVDWo7RmKP8xkxS09e0j3YUZKtJlYI+19KtU0fKm/g9Bt+IlixBxnBMwkJSdj7qNugPt4Mdt/sZNSVyxpq3MuFKcctH5vokKrJdZ+rihl5gNZgc8Vm1ZzMOC5YngM9ESu/Nntff+xw+nf55Lr6Cv7xtiePYZl+Cbp6FiubVHWpUkB75ZW3z6bo1EH5unJJJv7yE2rKWPXLzZTdBxsD+SwZpE1uO0v286S3JJuLymmHk9XJ11HSmRom1BXWUyxI5H0gMGrkfqOumgpp2D1RkpM6az86XpSugwzV91VVLxRyPb//RD7h7OvG1PIystm19ZtPHb/dlQUjFNSWJabiX3AG4/TlGzKHdwN8jC79Me8sbPtw6n7sc7Noc3LyX/fzOLcrWRMD/wZ063ZPOHNZ/PTj7CkQUWxpJK5MXOAoW9uSrc+xJZ3jKSsyrk4Q7XOjH3DEyj5uRQUl7H4pkDHSxcleWspPG4l/f90CZIk2Ml5QmHLvxaw89VUkoMZrqVWsmvdFg6RQtaGiw+ljXMyeSIbcjcXUeJI6/fm0XlgHaufdZB456Nkb8nGEt1xfvKqOE+VUvT0NlYfqBj8TLujpPsw1otXpVXHyoA6Tp8BOs/taiW7/vc6inwdQ/yHJe4ywD1LP9cR3Wq3dquNnMwdU9N6vT9oQTysCKnOWi9uqkqLKbamdA9eTUwjuyAVQyR4dCnYF8YymHFJQRvE+Xywx1PXgXU89Gz3e6oL19Od5/OYRIwxIbR/oBExWoXYBDO9uk4Qs2gCg6rdPCQ9sx+DFnxm5uhMgjD6Qg5eVbxXjGvKUjbc22Mq3XAz1lsyySgrJvetMpwLenaQCkpfd2F5YAMZc7ofIRWjBdu9mWS8v5pd71WQObvHAU9nIfXhHFID1bjpi2JhZlISd9y6nqV9ZoJ9BczKYGv+AO8ZYqp6UGmZNeW9XnIeyGfzATfXLd/Eis5ZVILSXuA2mKh1+ZFglwn9P1UZOJtj2AvejkctpeT/ZAul0zPY8C/ZJJkuXvC5Piti889zWV3VY7aWKYvJ29nH4JJo68WZRgcbvAKoKmLztjJmrn2GvLlGXO9vZ/XmzVim5ZHecbgJaphRwP7koHDlWoqmZ/HMo6kBb4KHVE8lyDThXr8wdzmFmws4bEon++dLSR7xwJuJtNVbCfYSsvNckbEotHNF0MMGQ2j5yDBiW9TjeNJwiNzMfIyP7ibrxgCZHcFeZHXVxwVXsPupmwtDmoKs/dTz9+B1UvzLzeyvv47M3BXYQ5kpNXkFe/YE8Vz+9b3BL3NAAb4jCGHYYBCrqCyluNbC0nVLSe1x86cYLdgWrSHz5JI+rouGIC6ZpRueYWSnAunb1+OYF9hg6qxcqpuMqt/msu19E+b4OvZtLmDmE5kk9/Hg1jI/i7z5gf8WmJGUB59g0w8sWHvue51lgPODibSVecw0WHpnM1nSWJM/DxUFhSBmHFWSWLxuE/YEa6/hgabkTDbt7rh67PP60EnZW5WoU5aS9cPk7ucnnYJ5WiqZ9x6meFMxpZWZ2Hp8b0EdexcMtBEjw94tI73jitZdRtHvnCiKQsnLxaTP6TgOKUks/ufA+3HkBLqOCK4ucqAzp/udLTz0ZAXpuc/0GagdtGO7WP6zwyzOu3gdGRKdgrEjKKrMTidzdt9vHZXz+RCOp6YFOewJpo8PZ7ZUXBpr8gMcYYKYACNQJnXlC8tZV7aYvC3pARIhBgggBVNPK9jsx16C+D4DjfgZan8dR0IOXs282Y7pQBGFr1kvVt2HC0/TC99TSPphcoALtJmkLDRR/HIBhdMySQ+QeVV4yoT9RzOHtEFdWe7MGrULuzFllMbQmhfm8Nzt9K6TJsYvVUUFDJOtF59UAugUTAlWEsPB0aLiYXAztoTcHLcb5xcO6Dlr0rAytF+A6PreolGpkWS0kZm/m8wx+gMb/LkCxm0BymoHlaSyoq+6fsMxy1iHIdV8GiydGfuG50hD6V1vbhwaloBCUgr2uGIKt+4i9mF7wMyrgn77+vj0dT7mjXZNvF46Zn4s+s9tFJ2MJWVVDmvmuinKW0fuijJS7l1BxgIbluHIIDJaQqtR2VVcP9nyOiWkawajJciMz4DMJH8rCeXZQvKfTyTrHtvF81Nn5tVLpRBnJ6XPpyTj4xzlqXew75ebKTHYyf5nM3uzd7Jxm4mch1Iw6Ya6H0efIdwIioHBzi3dH/eZ07gT5nHdJQgEjMr5fIwcT0eHG+cpN+ZvXtfHMWl4J3e5FC5lfx1tIQevlNmZ5G2ZSdGLu8j9TYCaVz/NY3HATCcF2/I88pKK2ftKLqs39655tTJvDakDTov5VWJjWcEOPOFGwNX/kJw+orwXXOp0yCCNrWNioJmpuusvm6My0Iw0XfXxHQz4uSFdBIXQh4ZDdCorNnrY93Ihax/Kx2M0tl80tLhxK2aSbl1Bzj2Bs5MG1FdKcB+Kc5ZQEm0mdmoSGT/K4tGVDjY//VD7EAiTjXk/fnSYnj5YSH9iN+kDv/HSG5EfWO/6aj0Fc9Pf7VzxaoCaV2vzsAeoedVu4N/qUG8ebA/uYQ8AlRgTzMSG99HxAs462NXFWjLOTyvw3JrOdeNomEnIQrzJvCRC+I66GnCmOILo6+E2MjfnMfPAXkp+sY5t1e2zLkH7tU3i9FQy/m1F95pXY8DA56XBzLp6CQzDMW/cbnsgahnb/z6Xg+EWbLdmsumf07B2ZDalr9tNypFi9r2Sz2MvuDA/kEfeoq/BnU0QzAtyeObqQxS9WEju6i73MiiYEmZim7+SvNtT+wn4DXyOGo0hPd2PaUaKNq/DrZ3HmpxMkuMgaaObjf+6hc1Tt5Jz5wB3DLEzsS80Dy7oOdA9yzD9xpS5K9i9e2jLADCEx2JOMHYLgjkqy7Hcvizo8iQDb/MYHMExtm7SgGBmcB2G+12vg4pyC/ZlI308HPh6erju30Pur+OYxu/3+0e7EcOixY3ba8BoDO2HqFaXU15lxDrXGvIshKrbjYfQ1/mV1OKk/GgVxukd08WG4tQhCn5fR8o96aHXJRvk9y5EQEPpiyNs8MXDx2Ax0a8kldIn/57Sm58LPGRwPHI5KDvuxjLbhjnEG5hBFVIXw0d1424xXBi2Mh7JMS84qhrEPahXbR+WF2LGpNrgxhNuJORLrP5mBR5onUO4Lu9mCMev0TLo/d2XQN/7YPrCqO/LS/2brmJf1maUtV+hIViD/g6HsO+HcBwYTr2uR07tY9V/KGQHHDI4DjSUU/RyKbG3Z5I6Bb6S/bUfX53glRBCCCGEEEIIIYT4yhnpOeqEEEIIIYQQQgghhBg0CV4JIYQQQgghhBBCiDFLgldCCCGEEEIIIYQQYsyS4JUQQgghhBBCCCGEGLMkeCWEEEIIIYQQQgghxiwJXgkhhBBCCCGEEEKIMUuCV0IIIYQQQgghhBBizJLglRBCCCGEEEIIIYQYsyR4JYQQQgghhBBCCCHGLAleCSGEEEIIIYQQQogxS4JXQgghhBBCCCGEEGLMkuCVEEIIIYQQQgghhBizJHglhBBCCCGEEEIIIcasr3bwyqvibnCjegHclL9WQMHbVUNcztfcoPeFivNoGWUnXCPRqjFBrS6n7EMHvbbQ5aDsw3KcLaPRqq8w2a9CCCGEEEII8bUw/MGrhnKKdhRw6NRwL9hJ8c+WsOTZ8uA/cq6E3Mzl7DwK4KaqtJjiyrogP1xJYdYqtrzp6rGcoXBRkreKVb+qDPL14dARNDrqRB2OxR3dyfLMXErOhfrBOspezCX396d7vD6S297TAOvyOil/fRe52at4aNkSlixp/+/+h1axdtMuio84+116XVkhuZtK6LmFnCwhd1MhZQ2ht9h9tIiCHUWUD+KzQSy9PaD7WjnuID/hOnGxL1X+ahWr8kp6B+tCdaSAJUvWUVwT4ueGsF+FEEIIIYQQQowf+lA/4D5ewq4X9lFa6cStgmKyYrstg5X3JGPSAS1VlL5ejHVuJqlTQlu2q2wXm7fup7IBjLPmkfnwClItA3zoSAFLcop7vWxft4fMyQOv0/l2PrnPHqKqRcE4K53stRkkGQE8uKud1LV4gm5/1TvbKXixlIoaNyoKpuk20pasJCPZ1PEOD+pZJ87onsvs6/Xh0B40KiCTrf9ix9zn+5wU/2wVBccC/9W+bg+Zc/r45OvrWLUjUEAoicyncrDH99e+kdj2Kg7t2E/djRmkzzYGt66WcgpWb6REm8Kyn6zn0SvNKLr2P6nuKireKGT7plXsvX09Ty23oQDUFLPukQK6b3klG5d06Y8L1rPnxsFviftkKcWvq5gXpmOLDuGDXjeOAwVsf6UUh0sFxYhljp27H0gn1dK5TzoCuiSSvsiGsd8Ftjv9+1xyHe19yeN24jyr0u8318fvE2iUhC0mAAAgAElEQVTfNw/aAv6p7z4FScu3krOw754shBBCCCGEEOKrJbTgVVUR67ILMd67gbx1SZh04DpWTMEvclndsJ5nHuy4qR8E95ECHsstwXxXNnm3wsH/zCX/MQ/KM1mk9HdXPSeTPXsyL/67I6AQlGO7WLe1FPO9OWy9yUlhTj6Pb4olb2N/QZ7Aql5by2MvuZn3j5vIvsmMgovK3+bzeO4jOB99hqwbgwkNjAQVdwOAO7jMq34CCn0xL8xhz8IeLx4pYEmOY5QGptZR8XoxjoT0HsGrfhwvpaQWUtauwT6j+58UowXbojVknlxC7uulVCy3YQOIt5Ozxz7wso+UhroBHZyUHWoP4JR+6CT9zmB7pUr5ztVsfN9G1sbnSE1QQHVR+dpmHl9dinNLHov7DCz3EcSc0R6wGpxggpiB2Fm/J5PQeqMQQgghhBBCiK+akEILziOlVJFGxt3tgSsA0ww7Sxcl4T5QSsWgm1FFyfPFuG/JIvs+GxaLjYy1WaRyiMI3BlGjKigqpb8rwjVjGVl3J2G2pLJyeSp8UjSIIY+VlLzqIHbRGlbc0pGxozORtGgNK29UOfRGWdDDsobdJyUUVQPV+ynpI6tqJDirHIAVS9ylW+eQzJpHerxC6X9vofiYs1tNL9VdRflrWyh4D0wLU5jZ46Pu4yVsf/wh7u8cZpi5mtyXynB1qwtWScEj7X8vOBJMg9w49uaz85gJ63QTlS9uYdcnwfaiCkpfd5G0KKM9cAWgmEi6O4M0qihc0zkkMlCmnRn7v+xhz57O/3az5hbAbCI2yLULIYQQQgghhBDDKaTMK/P180jasZPCvfN49PsdmVcnSih8rRLjgoxeN/VBqy2n9BSk3HPdxaFLxutIuREOfVCOa5EFU3+fHxQHlUfA/B3bhSwrZU4KKRyiwuGGEIc8AqA3DK1JBzay5EB/bwgxg8VdTsGTRXhm2bFTQtEvCkjenIntEiSBOasdMC0l+Ay24d72UOmSyMh/ipk715H7s9XsVFTUjlQ1RVFQ1VjSHt3Kiht7bJHrEPnrt+O4OYu83amYFXAd28fmn+fyGJt45l5ryO1Xq8sofHIzRceNpK5+gqwbofSZdeSvf4jyOx9lzQ+SMfeb4hhLbAKUHHegYr6YDVnloBxIXb2brJsVLmRZ9dsaJ1XHwXhj7KCzKoUQQgghhBBCiKEIbdhgvJ3sXIVdL2zmkZdcqHTWvMom757BDxmk+jQOrKRYuy5BwXqVFd4/zWnoO3jVR00da4C3dufB0wCmyC7rDDdiBA5tXc6Sre0vJQW1AUmkfc/K/pfyKZi2hmXf6Bg2eKCAne8rpD6aPEA9ofZsl8EOygqo5hDbf76NElJZ89NMUtSZuNbnk/uYysqfryC1ryBKoCDSjH7qZbU4KT9aSVVlBadbgPoqyo47cdeqGBfODCJ4NQLbXu2gEnCcqIJQBoDqTFgSTEAy2bu7DFfrGAJptQZY1skKytQkMu9NvRBQMs1YTMb8QjYeqcR5rzXoFrje307uswdxuMA46w6yn1pKcsf3lLJyK3k37iL/6c2s+i2YZqeT9WhGH4FIC2n3JLN3awHbkq2svMmM0lDOricLqYqzk5kcwi+16jAHqxVS5wT3SwisPeusV5Csv34lhBBCCCGEEEJ0CLlgu3F6Gis2pLFiOFvhBRUFg67H61qFXoWaLgRXutbD6SOrpWP2suKcJVwIbw0c1eooCO2kYMlGHEFugmXRenKid7Hrv9fy910Ltmc/RUbypat3pVaVU/KbXex8wwHTF7P+nzM6Cn2nsibHSMGmzeQ/cpCi25ax9Ltp2Cw9Ahmh1rxSnJQ9X0JdsgUjEDsnnaXmIra84ibdUsG6Jeu6FzQPYv8PleuvZe3f26GDlC5PJiW8xxsC9qFBmjqTZKWYvS8dIvnhi5lXhW+CaWHwgStoD0gtfTiN2NlJWHq2GTDPXUpOwVLUqkrKXUas/XQr063ZPKHbTsHzq7n/yc6C7Xez/v8sxhZg2YGplL++jypUqrr+hmb095keutSkK392CRsdwx2wuhgYk0LuQgghhBBCCPHVFHLw6gKvirvJA/VVVFY7cVaWc/iIm5QHBhEKiI3FzCGcLqBLAMpVWwUJ13WvtTOIguLtM+X1HCJlJnEGFHfNzunI2EmymAFniBthxDp/Bevn9xfWM2JJsWM3Xdyi8meXsLHf4XK99X2T7ubwy7kUnrSRvnYrGXN7vCcumczc50j/aC8FLxaS+7KJZ36cEtQsc33S2Via3+X78DopWl8OMzKxz7ezdH56xx96D1Eb3m3vXH8lRXvKMd6cStIHhyj87d2k3N1jysoefah3O3rMGNiha/bQhdkXTalkbfSw64WdrL4/vz0bMdqCbVE2T9wTYraS0YJt7sBvUyxJJA80CydguWUF62/prz/GkvyDbLKxBKxnpR7dSf4Bd7d93h6AGnjdfVLduBvc7TXg6quodJmGWJB9hIeTCiGEEEIIIYQYdUEHr1wH1vHQsz2nrlcwJcRiwExSsgXzjanYYlyUhNqKy5NIVtwcPlLF0hkdd+XeKsrL3ChzkgjiPn0QzFivNsKb5VR6k0nSdWbsJJM+xOygyl+tIr96MTmr0y4Od/ykkFVPV7F4wxoyuxQxtz24hz0PDm19FxlJ+fFuUvp7i07BPDeD7LkZw7XSLtyU71jHrmMWMrYMnF0zvNveuf7NFNUmkflAFrapDla/9DgFM/LInNN3iG6o7TBON6McdV1IElQbqijbm8tDe7u+a4BAVh/DX/uVkEFe/uI+fx/d+6GLkrx17EvIYut9SVwIJlrXs+fBAN9UdTG5m4pxz8oka8Hgspmcv13Lque7RroUTAklbPlZCXQcM4xxKSRNG9TihRBCCCGEEEJ8TQQdvDItyGHPgov/dr6+jlU7rGTl9xh2VRPiDTiAzkb6A0mUvLCNfd/IZvE0cPx6G3urk1j2TyHmZbS4cTc4cZx0Yx7gnjvJnkHSawVs3mYl2+6k4NlylFvXkBId+iZ05XY5cZ5x4+n6YrMLZ7UTd89hkAC4cHzowG2xYUsYQ2Wxu2bXVZbjvmoxqX2+10XptsfY8jakrMpmcdAF74dr29049uaSe8BN0vKs9kyc72eT+efVFGxai/qP61lxywCL8DopP1BM0dulVJ68+F0pJjOJ01NIW2jHPidQp7KRuWcPmX0tt6aYdY8c7H/dXYbXddX5OxvM8EaP24nzrNrRDz2oZ504oz0DfArcx/eRu74Qh8lO9lo75p7DeYNkvnMTe+4M4o1HSoNanup24/G5cZ6swmW0kjy4ZgkhhBBCCCGEGGcGP2xwmJkXZpNDAfmPL6ewBRRLKss2ZmJPCObTXQpCK0bMcUYwWlh813X9fyzezqPZTjZv3cbat8F8cyY5y1OGNquau5SDhwC1jHJXOmkmAJXSdw62/7/MSXqvYW+nKdmUi2Ms1OzpVrBdwRgfi1EH5unJJJvdAT/iPl7M9l/spNQVS9rqHFbcHMrckMOz7a43trD2JQfWRRvI7lyOzox9bQ5sy2VncRmLb+on3NFSTsHqjZRoU1j2k/VkTTNj7OgIqruKijcKyc9ZzcEH88gZZCbSqDhWwKolXQZrdmYVtjioOAZQhZOLM26qx3ax9mdFeG5cwROr07AMMnDVTUfB+z6H9xmMmBNiUbQ9/1DcbfimEm0m1gjEJZGcasImQwWFEEIIIYQQ4mvh0gSvju1i+c8Oszgvj/Q+xwAasS7MIm9hVmjL7iNjBYCa4gGHMJqS24tgDwtvFUWb8jkUY8MWWU7BL4qxbbBjPLqTgreNpNxs5vAL+RTNyelnPwxee5ZOz6GdA7hQ/ynIWf+O9Pi3u5zCzQUcNqWT/fOLs+NdaqZvZ5GXpGCZ0mN4oNGK/dFnOrarnzpmlaUU10Lq2jXYexQkV4wWbIsySH+rlF1vleFc0HNIZDkFSzbSf85hEvOC3pphdGFGv+41x5xvFHFIUVCO7aXoaBqZs9sjdcqMxWQ/Yccy7RIG6GZlsDW/+0vmhTnsWTjA53r2RQAcFK5cS9H0LJ55NHVo9dyEEEIIIYQQQowJlyR45T5zGnfCPK4bmeJVY4L76C42birCYUwha8MaUilm3ZoCVj+6n1inE8PCbFYsT6T8ycfY8tgqyhevIOtu27DeXAd1wz/cjDYy83eTqYzycEedCUvQQxUDSErBHldMyX9voThmKWlXmlE6so46M6+KTikkPZjcZy2v8THbnYrznXzWPe8gaXkOd5/YSO6mXMwb1pA+3QgYsUwbzyEfA8ZoBXRjaPitEEIIIYQQQoghuSTBK0dlOZbbl41Q4fV+hFtIWWgnNtBUagNKJG1tNm5LcB82mpNIuW89axbYOmoE2cnJt1D0QhGuB7JZ2jHzX8qPn2Hrh/soM1p7Ba4qd6xiyY7+1jJGZ1YbhsDVqG97uI3MrVtJObCPfb/cSGFtl5pX0WYSk1K4e11eHzWv2g24DReyoC6hnsMGz21j3QE3iQ/ksGahFaN3E1ktG9n2r7tIzF9B8gBxq9gkO3azZRBB18puszUGNIiZRHuzkP7EbtIHfqMQQgghhBBCiHFC4/f7/cO6xBYn5UerME5PxmoCqGJf1maUtf0NGQyO6nbj0Rkxhg/q0ziPllNltJI8LZSaTFwoXG6INF7IxvnacjkoO+7GMtuGOaTvwU35a4WUmu4g89bRSsEbQh8YLaobd0tHNtFwLVLtHW8M9NpAXCfKcLgt2Gabh1YnbrBOHaLg93Wk3JOObYiTLAghhBBCCCGEGLuGP3glhBBCCCGEEEIIIcQw6TW/lxBCCCGEEEIIIYQQY4UEr4QQQgghhBBCCCHEmCXBKyGEEEIIIYQQQggxZknwSgghhBBCCCGEEEKMWRK8EkIIIYQQQgghhBBjlgSvhBBCCCGEEEIIIcSYJcErIYQQQgghhBBCCDFmSfBKCCGEEEIIIYQQQoxZErwSQgghhBBCCCGEEGOWBK+EEEIIIYQQQgghxJglwSshhBBCCCGEEEIIMWZJ8EoIIYQQQgghhBBCjFkSvBJCCCGEEEIIIYQQY5YEr4QQQgghhBBCCCHEmCXBKyGEEEIIIYQQQggxZknwSgghhBBCCCGEEEKMWRK8EkIIIYQQQgghhBBjlgSvhBBCCCGEEEIIIcSYJcErIYQQQgghhBBCCDFmSfBKCCGEEEIIIYQQQoxZErwSQgghhBBCCCGEEGOWBK+EEEIIIYQQQgghxJglwSshhBBCCCGEEEIIMWZJ8EoIIYQQQgghhBBCjFn60W6AEEKMVaqqoqrqaDdDCBEiv9+PoigYDIbRbooQQgghhBgGErwSQogAznzxBc/v+G/izebRbooQIkQajYYvq6tZct99TJ9+1Wg3RwghhBBCDJEEr4QQIoCamhqusFq57wf3S/aVEOOMoii8+utX+LK6WoJXQgghhBBfARK8EkKIALRaLZEREUD7jbAQYnyJiIhAp9ONdjOEEEIIIcQwkILtQgjRB7/fP9pNEEIMkvx+hRBCCCG+OkYs86q1tRWX6xygGalVCCFGih9MsbGEhYWNdkuEEEIIIYQQQnzNjVjw6vkd/43b7cZkMuHz+UZqNUKIYabVaqmrqyMqKoqHVqwc7eYIIYQQQgghhPiaG5HgldfrxWAw8Hf3ZhAbGzsSqxBCjKC6ujpe2fv/RrsZQgghhBBCCCHEyNS80mg0aDQaQOpNCDEe+X2+jt+wEEIIIYQQQggxumS2QSGEGIS3/vAmnx47Nm7qgmk0GlpaWnC7G5k0KX5cDOfWarV8+WU1EyfGjYtZ47RaLeddLjRaDTExE8bFPtZoNHg8HurPu4g3XzYu2gzgbWtjUnw8d6YvGu2mCCGEEEKIS0CCV0IIMQgN9fXExk1k/vw0mpubR7s5A9Lr9Rw7doyyDz7gju98h5aWltFu0oDCw8N5eusvWfidO5kQG4t/jAdWIiIjKX79d+h0Om67/W/HxT7W6XRUnznDgf37WXDHHXg8ntFuUlD0ej2FL+6mob6e6JiY0W6OEEIIIYQYYRK8EkKIQYiMjCRG0RMbO5HxUtqvsbGRU+Z4Jk6MG+2mBC0uLo7Jl1uYMGHCaDclKOb4y9Ar+nG1jwHizfFMmhQ/2s0IicEQhtfrHe1mCCGEEEKIS2BEal4JIcRXnd/vB8ZXXTC/39/R7vHDDzDO2jxeht515fONr30MoNFqQGrzCSGEEEJ8LYxK5pXf78fn8427C3ydTjeunvJ2Fs4fT/t5vO1jaG+zz+cbV0EBjUaDXi+Jl0IIIYQQQgghxr5RuXutOn2aF3Y+x8S4SaOx+kHRarUc//QYlsQphIWFjflAhU6no8bpxOPxYElMHPMBIY1Gg6qqnDr1OVbr9NFuTtB0Oh2ffXac+HgzRqNxzPcLaN/X9fX1LPre95mRlDTazRFiTGlTVZr++kf8zefx6wxEXfNN9JFRo90sIYQQQgghvtZGJXgVO3Ei0TEx/MPDK1BVdTSaEJLOLJWnn/oli+/+O+Ljzfh8YzsYZDAYePuttzhXe5bvL757zBfh1Wq11J8/z692v8APl/8IrVY7LgJBBoOBgv96hlu//W2mT7+Ktra20W7SgAwGA4cOvs3nJxwSvBoH1Kq/0HT8LaJv/CHa8OigPuP3+TlWXkazu4Frb0xFO0oz9fn9fopePMi0pMuZc8NVo9KGUH3+9E9p/uNWIsLA5wXX9Q8zddXTaHUyyl4IIYQQQojRMirBK01HjQqNRoPBYBiNJgxKeFg4BoMBvV4HjP1p28PCDISFhwOMi/1sMLS312AwXOgj40FYWBhhhjC0Wu242M/QPlNX2xjPxhPttCYLrV8epmXfQSJnf59wyw3oohPQhgXOBvry9ElKXn6aT/78JjU1Ldz/Dz/hlu8tv6Rtbm1qYt+ON6k6dY7qqlo+fOdjTBOjmDo94ZK2I2ReFX9dOWpcEnq1Hp/Xx9k/f0CCq4bwuMtGu3VCCCGEEEJ8bUnRmxD4GfuZQD2Nh+yl7sZbezuNv3Zrxlmx8XHN78fT2orP60Wj6TuDR6/o0SlKt9d0xolMtP9fXG9txn3sN7SceBfwEW67A4NpBloMKBOtoNHwyUelvFqwjsbGOvS6CKZP0uH9cAfuOddgtKaM8Ea28zY3ove10VZXzcnP6pgxeyoJiXHEToq5JOsPhs/v59RfP6apsZmEq64idqKp/Q8aDf6J8fgnxOGv/YKzp3zEf/O7ErgSQgghhBBilEnwSgghhpnf70dtaaG5ofFCANnT3EyY0YjeYKCvYKff50Oj06HValFbW2ltbiHcGIk+xkLcdzbha21Eq0TQUFpAw8EnIToWbdgEIszXM+H6ZdTW1HDKUYPGYGRmvBb7dJUzNfWcOlzMLGsK9BM4G/I2e7201n4BPi96g46b77wJ49Sz3HHXDYQZQBcWOWLrDpa3TeX4oQO8+/rv+fCdUmZcFc4d359P7KJs0OoBDROutRFx1kGL8zwar47L5n2HyuOnaTh3nrBwA22e9qHufr8Pv89PTGwM02dMlWCwEEIIIYQQI+grH7zyt7Wi0YeNdjMGxefz06a2YQhTBn7zGODzenF99BbqyTLwgyHRRuyN9tFulhCXVP3ZczTU1mIID8NomoASHoFO0XXM/hl88EgJC0On09MZE9HoDOgiJwIQ882VKLFJNFW8TtvZEzSeeJaWT0u4ypjAD+9K4Z3y86jnTqFo2pg2qYnwaPdIbGo3Xnc9LVWfYjDFozdfwxURsSTE+1HPHKG5pRm9EoZx0mS+aIig8XwzBoOOqVdNHvTxzdvkoq32GH5vM1qDCcPka2GA4cZfnDzNv6/bSHOzh0RLFH97sxFq/4LacBplwjTQ6ohOvJ7GL/4Ck+OJba5j6y//H5VnvCQlRRAeEc4H756hSW3EoBigzUebr42f/CyTtAW3BNVuX3MNWn8LaPV4az/F21yLYp4N+kh8Pi26qMmD2h+Xkh8kVCeEEEIIIS6pr3Twyu9tw/XmFgwJ12C89vvBfcYPx478iU8+KuXalPlYZ80e4Vb21qZ6aW5q4ejhz/j48Gfc/aPbmBA79me7qnnjV1TtWEmUvpEwA9T6ovGxj7gbbx/tpgkx4prO1+P60kmYMZK4KRbCIiKGXLtNq++jtp5WR8TsBUTMXoD3fDWtx9+h6ZPXUSveYPqcFBItE3H+6RRhxjDCrrqLyJnp7Z/z+4Jab6OnjU/PuvnLly5crSpajYY2nx+/vz0+lBQXRUJUBNaJkZjCFfwtzdTvfIrIb9+BxjQJt/METX99H19DHYRHoo2Nx1N7hnf+8CmfnQtjStJlRBjD+PiIgxtSZzN5Sugzz7o/+TXuY/sJm2xDq4ui8VgR3rZ68PowTLiSiCtvwxDffUKChClTiJ9zMx8efJt/uMaHKQIa27Q0HTnIhHnTUNt8NEV9gxrTdzG1vEyksZrq4zWk2edy+0Izr+39jJbWFpSwcPRoMEQZuP2787juhmv7bauvxYWm/hjnqj/jrPM0Hx45jt/nBXwofi8NahFGYyTf/MYVxMVbCJt4FdqJ16A1GEPeLyPp6PGTFBT9ntlhp0iy3UrqvPkSxBJCCCGEEJfEVzp4pdHpCZtyHa63cnF/+lsiZy4kLHYG+kkz0Cjhvd7vqq3hD6/tpPy9l3HWNPLX9/aTtfFJIszTL2m7Sw/8kZLij2ltUTlf10jspBju+uH8S9qGwdD7GtBePpXWNj8+tYXaL5uIclYTN9oNE2KEuc/XU/P558QmJDDBHM+FKE/n391NqG43nsYGoqKjMMRMQKvVolWGnlWpm5BAxHV3o2pdeE6/S+vxCvzG67nMPIWIOd9kws1ZIS3v7RNnedPhpLbJA5r2wXB+v4bLo8OYGGmgsraRY7XtmVyTIg1YEyby7U8Poj34Gk2RzUSlptPyaTnasAg0MbH4XXXow89z/IzK8XOR3HKnDUO4Hq1GS63zPB8c+pj0jFtDTuWJuvoujLPS0UW2H2HaGqppOvY6TZ+V0HiugubjxRivvY9wyw3ttax8XgyRJh786Y+ZdkUCZs0b6PweYqImExE7GxXY9Z8v88EfP8Hj+pJHrm9ikl5DdEwEJ0+eZ29hLYmGL7n/Bif1LTomzvgbbrh7BVOnmPtso9/Xht95mLOO9zj4/ieUH6kkwuvG23CObyWqnG7w885phWsneXn/fATvvR1DbMJlfO+2a7hm1l/RXXEHemPfy7+Uzp6t4V+eexmltpwKcwzPfVTC0+apXDvz0p4fhRBCCCHE19OYD175/X48zc20eTpupPrIZNBoNBgiItDp9Rc+p9FoiJx1B2g0NJ86hKf6z7T85XX88XFEXpOOXmdCb5iIbsJkmhrdPP/vq6g5U4HeEMWUuDhmh1dR/YdfYv27LaAZ+dkFfa3NaLytWOIVGs6e4zLrFObOs3HjrVeP+LpDcariExrOnMEXZWJW8t+g75hCXhtpQJ18FUa9iqvyPMrUy5h863dGubVCjByNtr3v13x+kphJk5hgjkc9dx5fYxNhU9uHfzW3evjd795gis7LpKgw3FoNurAIdDo/UeFn0Orb0CgRoNMTPvkG9NGWbutoa2rC39aGVlHQhoXhbWpq/4MfdJER+L1w7v3f4Tn6GoTPwhc+E/+Eqei1PoxX3xX0tnh9fooqzvCHEzUAhHVkffn8fmLDDWRcm4glJoJT55t44c+ncLWq1HtUSk+dY/o7JSQmW2mbasVQfRLthIlojNHtbZwQS2OTypFTbu77hwX48VFXV4+7qYmYWCNqcxunT3xJojW0oujaiAnd/q2PTiAm+e8xzvwe3oYzNB//Pe6K12g89iqaaBPasGi0bV4mmNL4wXeupvHdIsKvuIeYb/8v1DYtW3N3cvjtPxMREUGjz8gfPo3kpolhfH62jfOnHdx/XTW336THf7kff1sjE9Lmo+8jcNV5nvKeLuHdt4p59tWP+PLUFyy9xssd05qJidDQ3KZlzmVQ1aznqnhYntzAKVcD//zWWTZWfMGyxQ3Yb2nGb70TJSYxpH0zEk78aT8T9K3ckODFHenGHdVCW5Mr4Hv9fj/NHi+RYWP+EkMIIYQQQowTY+7K0uf14mluxtPSSmtzM4awMNTWVvSKQniUkT4fz2s0Fwrm+n1+murr0eq0hEdFETnTTuTM9tpLbee/oO532Zw/vRF/eCT6CDMTrr4bb/RVeFr0NDTEoOjguzYvEV4Nn318jCn1n6OfcOWIbndL9Qn8Ph9+r0riNTNZmOHn6uuuJGFyBGgM7cN9RrDYcjAcR8v5YO8uSkveQ6M0sfBbMVgn/gv6K28GwGCZxpRZk1ArKtA2nSTMZufTL93U/OlTNHodik6L3+fD1xFY9Pv9TJl2OVOvuHxQ7fF729BodQPWuRFiRHm9AETHxeFX22g75yKsS5+OCDNwh/3bVJ/6gommaMLDDLTUN9BaV4N6tgKfp5q2Vid+j4dG5RXCJl0NWgPQht8fQ3PNZfhaVXTh4SgxMbSePdu+YL8fw8SJ+FpbaP3yHNqwu/Eb9USmRtPaokF1xKKPCj4g9PLRKg5+Xku4vvtDAr8fosP0OFxNNHqhoqaR821+VPSgKFxx9iThrdWoV/0NsRMux1dXgyZ+8oX9ojfo+MvH9eijY6lvbCAyIpzLJ8cD4G5q5uRfv6S66lzIwauANBp0xonojBMxXHYN0c0uPOeO0Xj8ddoaT2NIiOPD3/8GvaeJa6Ya8LQ00OCs4b239vPRwfdo9kbQ1Hgenx9qlMvxJ0DWzCYMba3E6Q2cb4liYtKtGCbPQj/l5n7aoYfGCj7601s8/p9v86PpZ5l6k553zihsKYthoVUl2eyhzQ8pCV4OVil8w6zS6FX45hV6bkv8klff/gNqq8qi9MvQR18+YL00v68NX2s9OrUW3/kTvY6LntZWMFpQJlyBLsJEqKluZxpVjNsYCvgAACAASURBVNUfYYlt5shZE3EGP+uLKgn7YxMTIw0sS7mC1FkJF97f5vPR2KJyvtnDpOjwC8FQIYQQQgghBmPsBK/80FRfz/mas6CBmLiJTEy4rNe08cHQaDUYTRMC/k0/4XLi7nqKpo9eQa2tpPX0u9Se/D+Ema7gB/NMHD93DQffO4HaWktCjId4C/gCTwzWL6/fj6ftYn2ZzkUoWg2KrvtNiK+hHn9rM63nviRm9k2g03HTDTF4zlfg/KgBrd5ARFgY55jMiVONhEcoxMXHYJ1hQaMNPXDjV5tpPv42auNJtPpoDAnXojPGgh+0ShTaiMBT2v/6xULee+1VJpnjyFiQQGKMH3f1YYwdwauIxBtoO3YAzaTzJExv5H/+XM6rr/4HU8wKs+eaeP/tc1TX1KLRQphWj+v8eW5I/QY5ef+EXjfQjY0PPOeh4RSqX4uvpR61rgJdpJmI2Gnt9WOiLgfDxAvZMGON1+vl8y/ruCw2CmNE72GrYhzzt88+h1+DxqD0Gg4YHRNN9OyZF/4dOWkSfv80NJob8ftUWr88QsMHz9N6/G1aK/6Av7kOjcYLUbdBfAYafKgtLajnznUJYvhpbmrGZzCgMUbg0Sq0hRnwnvSiQWGCNQX0hqCaX1nbwB9PnyNMHyC7Va/wWZOPE5+eZYq3Hr2/jSu1OrQ6aGjT43XV8NI5LQ/HX42muREijNAxatKgaGhs9HDsRCvf+NsEGpvduOrr0Wq0REcZ8Xvh1PE6rpkzAkPPNBq0kbGER95I+OVzaT35Lo2OX+M4HsvkCRAeG83xj/7MqT/8nFu+fZ6EDB0ulxstKkpYGFck6DD4oyg/pVL8Fz2fnZvED5d/n9tvHqCGn1YLHhe1FRXk7jjEMus5/m62l2bVzxyzyqkGhX2VCqfqtXxvRguz4lTe/UJHo0fHX2t1zI7zMS0WHoo8x7bSUj658jKujU1CF3dNHyv04nceptV1AueZk5T9tQqv19P+Pfo1+IE2v4/Z0yZxRUIl/moDGC9Ha5qFIW4GGm1wlwG33Xgd1/n/hObTj6io9vF77VUcqGsgzFnFvNlX8GpZFd+cYUar06LRaIiJaO97zvoWDlY4mTU5hsSJY6uGlxBCCCGEGD/GRPDK09zC2dNV6PV64iyXo4SHDbnQcX+04VFE3bQU/D7aaj+n9fP3aSj9L/RNZ7k2aTaJ3nC0bi2RM9IwXDkPg8ka9LIbW9sod9ZzrLaB0+eb0XQUOvb5/aCBaIOeK2OjSIgK4+r4aGLCFRoP7KPti5NEPfAQzee+oNlxlLYvT6Lx+tDEJ6DTwZE/N/LhCQeTkyxMSojhbEUdn1V+wfzvXI9OF1qwRq2vovHT36KYEkFRaar8LZ76z/F7G9FqwglLmEvU7HvQGSd2+1zqnXfyu/1vcUO8n6uMDbTFJtJWWYF/bjN+QwQnTp7jjGYhcf5XiI+ooLW5iVlXJ5Dxg0Rc9a0ceuMUEWFa9DoDWr2Wxd/9Dnfda+83cOVtdqFrqOTL0xWcPP0F5R9/yvlz54jUemluUdFr/XzeHM68v5lK0nQLV06bht90Ncqk2SPah0J17nw9G57dS/j5v2CdGMO30jOZPX3KaDdLDJXfDzodOkXPeWcN8VOnoDEYaCj7mMiZVnSREX1+tLN/arQK4ZPnYrDPpK25Fl9THU2f/Ab1ZCneBh8ebz0YJoBfgy8iAsLCQatF42nFp9XhNRjw+Xz4NRrCw8OIiU4gyjoFgyk6yE3w8wfHWXx+P/oegV+vzsCEhhqSP36Ty+IimTZrCuG+tvZgvF5PfVk5v3uvDN3V12KeZKbFeQbaWlEmTKC52cdxRxPvf1BH7NTLmRgfhc/nQ6fToVd01NU38odXjxBX8xcu++hjfFOz0EaMUHBDqyNs2jzKDv6V08fPoDHHUe08z9FPTBgivShRV2CddBk6fLQ1NPLan5rZ+XY1zXUeTjYYudxi4e8y5jNp8sAzAep0esLOf8KvyxxEnP+Cxd/0cr5Fh78j0ykxWuUfk9v45eEI3vg8DLu1hVkT/Xxer0Ov9eMDPF4NWr3C4ik1HCo9wqw5NwUOXtUfx/Hhb3jr7VLeKz9DeFsruvparo8DL6Bo4FSTlkPVfszmWBoNRm76xhXM+5tqZkw+hrf2SiKm3Y4miGHxruhreFe9gW/PjsVX7+SA81qINOJpUzlbc5YTXiNvVzr59tUJ3T53pTkanVbDc4eO8/ep0yWAJYQQQgghBmXUg1dtHg9fnjhBWEQE5iumgt+P3+uDjiEGrvoG2txu3GedRIUZCI+NQx8eiRIR3vdMXMHSaNFPstLi+QwUP75zX9BcMYUI/ZUoV17GhNs2oDMGX278WG0je/5ymrPNHrx+PzqNpqNejMLcy2Nx1DVxwuXms7pm9FqIMUZwk8bFnP95hdZYDeqn76FtUvG1NqO9bAo0N6JpbaJRE8HHVWHMvuVq4i1R+Lx+4hK0HD9ymhOVVUy/OrQgiGHilcQv/AUaXcfX7/PhOfcpjX8upK21Fnflr2k58wHRVy9GHzcdNH7wtHJd8jVsfPLf4S+/Quf7EGXCJCKn3IomLILfvvIGe3f+D/+fvfMOk+Mq8/VbqatzmJ6cpVEY5ZydZcvY2DiAE8Esi2ENXHa5LJvYnPFeYDF4ScsSDNhgg5xwkINsy5KVs2Y00uQ80zPTPZ27K94/WpY0smRJxiyp3+fxY033qapzTlVX9/nV9/2+eFrj8upBPjzXRFQk4pN5vv2tQ1y/3OCedaOkExpKMETTe/6S6c1v7eVlRtvID2zludcOcWhfK9VCFD2TYXW5RkjVebxfpcJtMxc49mo7Tz3jYva8mXzw3Z2EMqPINZcgyupFzc2vBpOHn9vMYOcBVlZmeLTTy/AzL/DPn/7DX3fHivyS2HYhprK0tobRnl6cXi++ylIkj4tczyByOISjLHRB0YCiw4vD4YVAA87KRZi5GFZmhETnENFBDdHlArcLO5cDXQevF1sQEDIZfGVhQnNm4fC4kZwXF9XXF8/SPpFCPiOK05AclMZHuHXz1ykf7yLr8JIpuR2psgw7nyNng9xznMl8jpWLZoNlgtuLIzZMZ+ckW3ZMEkvZzFxUx8I107FPxJ/KisRQb4zDr3fQNLmLtcEW4tuTWKEa/Bvuvqi+Xyz9Rz1IeRFPYxWvb3XS1ZLj8j9chO+Sm3nj69AG2p77Gh3d4yxduY5P3X4VTTPqGB+Pkczmz3uMsqCLSPcQz712lE8ssrBsTgpXAJopoog2d8/TeLDFweJymSqvSUqbeo3opkC5TyR+rJPDhw6wou4SkE8IknqKfP+rbHzyWZ58chslZoZ318H0MnA3iJweLLwCuG2mQDwXpSse4/UtA3x5q5/pC2dxx5UpZtspTO+l501L3HS4l/9oDXF7MMhD8QZwesE2CLkc9MYyuBWB+589xPSwm/ryQvTuUCxNy2CcPT0TVPiduBxn/8mRN0wyeROnIuFyFNMLixQpUqRIkSJFiryZX7t4NdY/gChKlNbXYRsm2a5+nI01CCeEqZ7eQTp272V+dRjboZDo7wVBwSUOolrt4PKDIOIonYWrcT2ifCrSwcxkMJIpEASUUBAzk8XK5QAQHApKMETi0BFSu55ASHuwgzchNMzHyh7CPfv6ixKudvRHefzoEFnDRJFEZARsGxyiwNr6MBtmVKCbFs8eH+Wl7giSKBLVbPrbDjM/ZGCvvQJbs0AAsayqENHhVJElgR0vjzJv7XJWXjqbkeEJEqkU2Vyemhll9PdGLlq8QhARTo/WEgvzV7L+77D1HNpIK5mOZ0kefRTTSiL6SwseVWYp9a41qBXjWIlyytbfB7KTZ37xOg99+xncThcBj8yusXKWDXYzlFToHRvmmlmjLFczKNO8WMk07vlX4j6ncCWAIGBFW+nZs5Ev/GAb3cd7mBe2uH6uwYIZBrolABIbmgSe6nTwJ0szuOVJftKa46GX9jA0NME9d+SYbmZRp99wcXPzKyDa385gy+ssr/VTZfSxIazhsIIYhoVmWiiSgHKaEJvVDAQBVFku2nn9luDy+6iaMZ3xgUFMXSdYUY7c3EQ+MoE2FkNyO8EwkXyek/e2t0QQkFwlSK4SwuG56LsPkIgnkWIxlES8kArmdGEBoWn1lC9b/La930zrjfTmU9tbgogrn+a6bT8gHOsn6/QjGAbmrh3o115LYPp8jMgoMc3AW1bGrIoSdMNEtk169DBPvxRh/S2XMmdRPYlUkng8hWEYOJwKna0jtG47xlVlHUwzW7GQEVQPWvse7CvvRFAuLNXxosc51kaFqwP1XZVMX+Pj1f+K07h6BmvvvpHTvwpNw0DGYMWyWTQ2VtB+tJu9Ow8TqCjhjve/+7zHcTsV0ppFWMjQHDbQrTeLQoYFdT6NdzcJvDaocGNTjp8fdyGL4HWcSjdXZJG5viQT0SSIJyQpPUm05TH+9ZuPEW09xj3TLZpCIroloFmQNc82eFBkifmlsKTcZjybYPPxfTwan2DRkkkWL7aAt86Pn0xmGM/q/NNEXSGkyzYRBJHLppdjGhZHh2P0mhkO9kUZTetsOz5KVjcJuR1cO7+GpY0l59y3JIrIksVwIkN7JEl10MO0sAdv0fC9SJEiRYoUKVKkyAl+7b8MLd3A5fchiiK5niEclaWI6qnFy+IFzTTUVGJoGgGfB8swSI1FkdI6dqwHI9GPPtlNpuUXJHc9hOgOUzBvEtGzizESKohmQbzKZrFyhSfnokNB9nrRxicQ5DXY/stwzHGgzHQQ37Ecwd18wWPYPRjj4cP9SIKA44wUPlEUmcgZPNMxhm7BzuE4tihjCCKKKFAx1MJwSZhp1XOxY1HwBArClW0jSwKR0SzDMZHmsEJ39yBej5vaqgoM02Sgb5SjXX3vyHl4A0FxotYtRa1biqVlyPZuIdP7Msg5knqOrd97lKs3aMiCxtDuzcRtjUObnsPlkNDNHIZpEvDZaLWzuGO+yS3OLOaYQEfEQ/OqywlceTVySeO5jy9KWJkIic7N/NU3XmGx3ck/32BzeMzBxg4nL/bZvH9OnqDTpNFv4FVkDo45WFCqk7Ik/uNKg3y+hZ88qnHXHTIzQ7ORQjPPO247PQxGEm28DUvPnhACbCRRKJjMCypSyRxEdzmy+9yLsLORsVWC2T5q8xqppEpSNOlJxlh13/PMKPcxK+zh725cgKKcLmoIDE+m0U2b+lLvRVorF/l1oLrdlDfUEx8dY3I0gjcYRK0sLRRiyGtoE5NoI+MopSHkoA9BufDbb6CumtTIPsxMFkEtRFbZpkmwvoaypQvf8aIFpqQw5/g2akfa0JTCAwFbklCHe/BXN+NuWozh6OS4YdMpOlEUBVHPMtwxyrN7Jd5z9wYWryz4WJWU+slm8mSzOSIjUQ5t72bDzAQzRw+Qt6VC9JikoI90YQx3odRf+L33QrFti+j2/2bOlbMZE+ZhZY7jqwtwzaevw+mZGp25Y88hDh3rwCeptB7tRDcNsqbOX/zNvRd0rNpShRcn0szw5fEokLdOnRtRtHFKNklNZMeQyt6IzK5hEdN0sW1A5LrpJr0JkdVV0BZV6JqUODBisnp2HFIj6PoQqd4t3P+D53H1HOdzCywcikjamNoHRQRZsNFMEAUbURQwLAFBsNEsAVUWWVFh0xrt4asPT/DFqiCC/dYpkbNrgmiGCbZBjcuNKAr0p/PEDZFkIosmitT63ezqniTXFuHmFQ3MrQsRdDnOe3nKooDPqeBzKtSFPBwbTdIzkcavSmR1i9mVZ/dhLFKkSJEiRYoUKfL7w69dvAIwdR0A0efG0vQ3vR8qCU752xkIANOAa7H0DNmuzaT3PoyRGiPftQ20JAgehKoGBLUWsNGjMQRBKKTv2Da2ppNNpsDnxwZMWUGLgnJYx13RjFp1YQbCecNiS0+h+pd0RtqNLYnkkNjfN0q5pFNppVggiUiygGbYxMbyvDgc5bLpC2kGcpYNTheCbaIoIqZls//gJKV1VYgyJFIp4skksiTj8bg4vLuPoPtXdwpFhxvPzHfhmX4NuaM/4MBzR5gYr8IwMjgUixe//RiXXpfjDzdoROIqejqNJDsIhZxIlkD3oM2mHWlax8pYuHQRqy69B/mtok4EAdu2sCJ7+fKPXqM608unLrOwbJFV1RqrazR2Dak8sN/JB+fmaS7RWVxuEcmIRHMSpiXSEDAQBYmMdpznXw7T2Dgd0d+AIJ0tmsOC2FGiffsYGejh4LFBErEEDktHUJ0IDgdjSY0Sv5tV86sp8bYSCpWgu2uRShfgCJ5bhDud2to6/ui2DRhHHqO3bYRNkfns0EsYio6CJJHUbHa2j3LJ3EKFujdSa0IelaPDCbrGRljdVFZMp/ktQFFVSutrMTQdLZcjGYvhDQVRXE6cjTWFe49hYpsmgixjGwaWaSE5HVi5PHo8hVpe8iYxylVZTtWyxUwcPEjOFMAEWc8RmDO7UHHzl+mzJCILAppt8Ub0lWDbVI93TUl3AxAUFTVUhpVLkR7toUaymaXKpBAoswz2dlpUzainrilMIp7G7XYiKxIut4rLrdJxdIRad4IZdJLL2XC62P9OVVO1Qc/lsC0Th6fgr9S5rw2xt5VI3zQqr2pky2MtrLzrSqqayqds2t7Vy/3ffohxK0vcyiO6BSxRRHX6Wbj4wkQ1WRJpH5jEn04iSQJYBQFJlWwiGZmXIwqHIiJuxaa5xCSlCUwLmkwLGHgU2NSjkMhLNAUNZoYMommBVw4OcNPgbgQ9zhe+9yq5llY+s9AmZ4loJyKtBAqilWFadE4KdCWhK+/C0E0WBw3mltj0pkUiGQHDFqhw2TR4dBY2luBwyCdTYM+FaUFON3lPcyVhn4v2iQwJycHQwb1I4Uo8Xh9XzapkV/8Er7QPU+lzsG72xVeQVCSRGWVeTMsintUZmUjTF0tzzZzz+40VKVKkSJEiRYoU+d3l1y5e+UrDRIeG8aUzOEtLyBztwJxM4pxeNzW17RyIihvP7BtwTbsM2zLRRg6ROb4Ja6yLfGYMQ6gGUcJWVfB4sUQR0bZB17EcDizDAFlGUVX8pWE8NdWopUGE81a/K7BnMEZ/PPOmiCtTVHBqaVYceYH6aC/B1SsoD7sxDQtBkshMRhl49im6hRBLZs/EEGRsLYecT2EoLlra4hxtS5KwnKy7vBrLtBBFEUkWsW3Y8vxRxnfv4tbGTnK7dZwrrn9b839BSBIZ/+Uc2NaBbYQ41lqKIgUYHvDjVHXUiuk0Vtk4HU5e2xPhvzd2E4uaJHIe/GVV3HX7JVTVlKJr+nnEKxG/mOD40f3s3NvOF1YZgIBuCSdSBWF1dQ63ovJwm8r/WWIzM2jwUr8D88TCy7QEcpbAkhqRzq42Dh7tYFX9BLjPWPjkhhk+9BxPPL6Jw22DKPkMPivHfL+B32FjI2LLMu3DFoM42PqqC8vjY9nCBq5dEaEu2U0muAD3tCvPH/Uiyjw0MpelwSTC9E72R+oYkqtAMGgfHickhXj8wADz68MEvaeiQFwOmQW1Qb7+YhtjiRy3r7owsazIrx/ZoRT+U2RMw0DL5VEcDizbQlEdSIqKZVmIsoR02mfC1nUsw0Q8S1SWp7oSRZ5g5MkHyLtXYfrq3pGiBLV+N7UBF8cnUjgkARCQLAOHnp96bQsC5DOkfvYdnDfehZjPoLpclI12kz66F6liFpGci1VzqxkdnkCWZVwuJ1g2vqAHn99Dy/4eZmX2YfX3gnSGH51tnVdAuRBMXQNsHB4PI91jbPneq/RsP0pVyRwiw6M0Dm0hnQKnx/umbZ/fvJ3+oVG8HndBTMcmn82zbtUSKsovMI3cLkh+NgLY4JAs0prEi70KXXGROp/Fnc0a9X4dl2yRNtx0xyWm+Q36kiJlbpvBlMisEh1ZgDq/hKO+DFmPsmlvP/nODj42xyJniScr4UpC4biHxkUGBR/ekI9wjZs5fgd7+rKYHoHvHxhgeYnF7CBUu038is0rAwJV08KEw+XYI2/9fVseVAkpInetaOS9a2fwvZeOknz+IZoTz3A0Xc83a9/H3mEfm/vGMESBL73WzsHBSR748Br8novzHnQqEiDRO56mPuSmcyLNwYEYi2pDF7WfIkWKFClSpEiRIr87/NrFK39pmHw6w8TgIBWNDbjnziA/FCHX1Y8cDqGUXFi6gOgotHM1Xo6r8TIsI4ce7SNyZIicBoLLCaYJiQSWomA5ndiahsvvI7xgLmrAj6RevNfK4UjiTU4hliDiMHJs2PET5re/hmFD0mGTWn81spXHkkSskRGSsRj1K5dQFvCiWRYOn5fYRJZnd8RIZCXCNSWsu3QGLo+KZVhIssjkRJr9r3UTGD3IHeV7UVMpJp9/kLJZK5ECpRfd/wslMZzGmlQpa3aQEJo5+vwY4eYyyq/9CJLTfbJdyDxG74/+k7r6OXzyw9czb8EMTMOkrb0XxaG85TFEUaLCo7Hx5VbWlGaYUWKTN6cuztO6xLxSjdGMwOY+B7fOzBJULVKaiCSecu0xbIk5njjbtu5n2eoe5DfEK9vAHn6dzZuf479/tJlqLcrVVQKzqgScioBlS6fOp23QHBCAPIl8no54lP1b+/mb18OsWzOHD1+Txu33gyDBWyT2dQ7F+ObeGFWWk1SikW5nFQgWLlWmyqPSFkliWybfeOEIf3XLMkzLJpLIsrcnSsvgJE5ZZPm0s6cq2jbEMoVUWIcsFT1ifsNwuE558NmWhZbLgwW2YJGJJxAlEbevYMItOlWctVMrtZmGgShJpyoTqj5k4wj28ZeQmq5BlJb90n0UBKgPummfSBWOKclURAeoHTmGKZ76zIqWia0oRHZuRU+kCFy9nlj9bNZJeXxGlD1H+4glg4iKjaiI6IaBwzJxqg6Gh8bZt/MY3a09LPbmsEVpisWSbdtITg+i++1XojN1HVGSkBwO3pADj23ew7Gnd+DyhxgZLUN02PRs72AslaFtWxuN80/5BVqWxZG2DhRFQRJFTEPHtgup3yuWzLuICYXSoAvGJFyKxq5hJ093KaysMvjQ3DwlTgPNFDEsgZwhMiNgMZoR0E0bl2TRFIQDYzJzwzq2beFQXcyeVsbIZJ5v/ug1PteYRlVORVzJIkzmbJ4fVSmvKeH6JeXs69cw8zniuoQ/FGBZhY49AFdWGBi2iGFBUhc4bIW5bmEdYmgugtT9lsNqGYgzqlukdAtFFLhl2xdRB58mWlLOVzNNdGYFOg/3gSwgSCKlXidbeyZ46cggt6yafpFnE/K6STSdZ14wSHpokpqA+/wbFSlSpEiRIkWKFPmd5TdipVvWUEc8MsZIZzdlDXWo1eVYeQ0jkUYbixbMwg0TR0X4Ar1dBETZhVo+m9L5Yfr3HkRIp5Enxgumw04ntijjLCuheu0qJOfbr0gnnqU7lqSw+sBTzO3YRk71INg2Sk87uaM1lF97E7bDxeThI/TiYG5tBYIkImaSxC0XT24dp3bWTD7+gUvI5fIMD4+TyWZBgEQsw5YnDrKsdJQlJfuxNR1LcmMnx8l3HsS9dP3bHsdbYyH1v8D8qyuoX+Whb3cCR8DJ+/7pjinCFUBvZy8NtWVMn17Ftpd2s+X5nSS1LJ/723vfOuqKQtqlz6Oi5zWWlWkUAhfOSFvCBhuuacjx3SNuRtMyightUYmcAeaJBbFhQY3PQkqksN8oA2/pMPQK3/7BT/nFL3by8Rka88IShi1gWJA7zehYEEBAxDALa2ynAovLJFZU2PTGIxxqSfPP3UP80V0CdtIC8Ypzjsu2wS0ZbJoIgh1AUm1M3WZ2hZdLGst5pW2IwyMpGn1JdndN8Hp7hEROo9zv5Jr51cyvCeA4x9wJAvicCqm8QdtInEgyx4wyP/VhN85fthpnkXcUQRRR3afELG8o+BatC0iSNOWepwTqcTWswhz6HxS7D9lzcZUFz8X66eXsH54kljMQJRkZUE56vpkIlknSE2br0psZKG9CUhXsUYHQcTc3SDIBpx9nVw8SCwu+dVhohoaW0MAGWZY41jpCpTlItRrDsKd+9YiWRrJ8FqGy+rfVf9u0SE9E8ZWXTXl9+fxx7IWvs6f3XUiSgCgI2JKEltVJjMZP24GNpetIosjs2gpm11dzuL2bvokEoigwZ3ZBfDHyGrZhoHjOLaRousXaBTW81hfg+4dgUpe4fXae6UGDrCGQMwsp4f0JBb8TIhmBI+Mifo8bVbbxaTkm8yJ9SYVyZ45hw8+qoJPXD/RwqTtGg1846XElCZDSbL7bpbJicS2JnMXRgTQE66iwJ9nbPoHqUtnXEmOuV0OzREwbPLLN4/0Kam01l65ZTdQzC9s8/pZzfKRzHBAYzwPH9xE/vJtoOkgmvIjSxdewfjJFNGsykLFIRrNEfAYVHhc/3d3PdUvqcZ6j0uCZWDYYlo0siVQGPezpi1LuczGnquh7VaRIkSJFihQp8vvMb4R4BRAoL0NxqqRik2i5PJ5AAEdZIUXAiCcxEimyXQMFQ3en44LT+lxlYULlYaLt3eDyFAJkTBOH00nNmpW/lHAFYFlT/zZFmdLJYeZ3vI4hFyK5bEFAyqVwO9x4pi/EwibhcDKETIXLjWDbmNEoT29OM23pMm56/1oAFIeMz+8hk8ohKgI//Z9XmF5hsVI6Qn4yg/2Gj5NponW/g+KVXShq/0a0R2L3T1HlYyy67S+JtO3EVuGqT19LWf3USK/IRJSNz79CdCRC/+AIhm0Sz2a5/OpVhILnX3ioqohTFRnuHWLB/EKp+DcQBRuHWDAb3j7kYDAlsblPIpYTSGkCM0MmHsViMCURUG1e7lcZSSi0oxGPdBJ0lmIObeOHT2xh38u7+duFOmGXSPa0YwgULHgkwSatC+QNG78qFFJyThDNi2iCRL2q8+y+Nl6ZWUMwWF7wUjsHlSE3bkUCXaPU7aDC76ZjMsO4Btt7J8kBJW4Vr8/N155rYcP8LuacOQAAIABJREFUKv7oqlknUmfOjyKJhNwOljeEyekmLUNxcprJru4JFtUGCbh+NdXbivwvMEWst9FMGz04G1MO4lRVBOGdESjdisTy6hKe6xxDzMQZdgboCjXQ0H8AIVCG6HQRWf8B9gcWokrAeAxh0wFyeSdRSaay4zCzq6rZOjTE9hdbWLNhLiWlISRRwLINjuzrZ7K9g9tKDlOQg0//3NmIosgrjlksH8+xuPStBDkbXctjmIWpsW1wOFREoRDZZlvWlM9iqn0PTVU9dER0Mpobw8oSz+fJOS16lDhGPo+VTBbEpLEoE9FJsCy6R8YZT6SxbZt5c2bRUFdT2KFok9M1cjENT8CPeJbP/cBEHsEy2Rf3sEyN8wcLcjgki4wuoog2I2mR+/e7CJcGmFXpZNjQGcJkVr0fbJvjgwnimLyccHH80Bh5twe1H9o7M9T7vByfiNIQVBAECVmwaMs5eN9V08iiUi3LTETGmEwNs2ahBzdeOrrGqbWihF0F4cot22wbsjnuqOCzN65ArrscJk3OV21w+fxa2D3Iogof1Ffzd/M/x/bBBNmcwujRKPV+mQqXxAKvjLfcSTSv43SIHBwY5fkDPbxnZRNvFaGq23B8JEGpE6LpPDv7JgkFglw1sxxf0e+vSJEiRYoUKVLk957fGPEKwO334/b7MTSNVCwKCHiCASS/FzlQSK2x3wiFAaxsrlCZUBTJDYwgB3zIvjPSTgSB0iULkWWJyf4uNNuLkEnha6hFcv3yUQv+M9K0bFHCm5nEmU9jn2ZAbAtSIYoCSPW2YudSrHSLTOomopWnNyqSlALMWlLFyPAEHo8Tp0tFUWTcXiexiRTJ4VEuq2xDH41in5bOgyCA+NYpeReKoWkYuTwOjxtBkuhuHSN7YDfpnjiKkiA6XEo2o7D8hiVTtzMM7vvP79IxOITTqyKYFogSmkNm7pJZF3z8ZFZjeGyysCqlIFopok0sJ7FnVKFrUkSzYGWlyQfnWAykJO5qzjOWEWmfFOiclFjfkOfd03Kk8vDp1+J0d3ezQs2y6fUWNj6+g39dauBVxSmRVrJYiJjoTQgM5ySOphUsSUbUddaWGYhAV7LgZFPqFGjy6qxuCtI8vYze0bPVpj8NUcDAZmbIwycvn8njR0YIlpTQd2g/DUKU/cFmLptTR960ePjYEHt6I5QHnGxYVPfW+z0LsigwvybAZFqjKuDk2SNDXDm7ggq/6/wbF3lHObD5Mf7lgUfwBVTe0srJtsjaFvf+2X1cuaBm6ntamleff5oHH9lI6/EucnkdU89hT45QU7uXu52vcut7rsb5DhQbvH5WBXuf/BZf/H/fQvH52ZgcQxFL+f4P7qPeHCUYDLE2O8CWvcOUHI8j5jSEkI+dfTl+vHsr2zUnQxM5kppI8PteympqWbnuWmZXNBPtmWSRo4ugkka3p96rRMsg5qqg29+I1hthQbgO6RwRtrFj27j9rnsZMiQUwSKRV/nrLz/IR6+fi9PvJzESwVdRhqQo2JaF04gTSeXYMfAYL/fm0e00OcPEkqDk+yV09rfz8U99imXz6hjvGWRwdBy3y0k6nydv2aguN0unh3jiR9/g+z99ksj4BJphYlvgcntYvHo9f/DRj7J6fsPJPibSBj6Pm3ddOgf9wABexSSlF+79imjz41aF9oybW+eHUCSB6GSE1w708dqePDndJGfY5A0IuiWGUwJXbFjK3JXX8/73V3LoaAdbt27l6P6nWeyO0plWEUWBRO8g//XqIHlNJ5vXMEyL7z6mYgkSt8zwsKLZhQy4BIudQyavWbV8+iNXMWPFe0EJYVuj570+ZklpvhTdyGVqEx3JEh4eU1FDtfhkAW8yQ994jj5BBNWNZ3Q7ntcfxqEoxPM2f/gg3PWJf+Nrf3sXAGPJHJMZjYYyP5ph0LrjVX74yCPs3H0Ay9BojyTRLbhkYTMdN32A9995C1XBdybKsEiRIkWKFClSpMhvJ79R4tUbyA4HvnAYPZ9Hz+cREArmxpKE6nJimia2piGfJj5JnnMvzgVRJLRoAdbQI8S7EhjhVSdMfX955pb72TUYnRJL4MvEEC0L+7QFmOhwkN+6iXiwBKFpGoLbTZmkIba+hlZ1DS29UDu9AqfqIDISxe1WUZ0OLMsmXB7k+LERlPFOAtYe8qhTIzJsu+Dn9Uti2zbYNk6/j2wqx6avP0f75iMEXA70zAzMAy8Qai7HWfrmKKqWY50caWtHdSgIogCihGmahIMBrliz/MI7YXFybI4TJeW3DTpojUo0+i2uadRpCuqIQDwv8Y2DMjawa0RibbXBjmG5ELElgCxoLGkqpb7MxZGOQZ7ZdIA/n6fjcZzyixEFkAVoi8EAPnzhAKpD5tZKD10TJk5FYE/bGP5UjKXlUOO2UCWbtA7DeGiqq6QnrmFb555/hyzidkrMENx85roFXDGjjF2PPMQ842f0T+SI5wxe9gcxsxmMvMGoIvGJH+/i72MZ7r5i9oXPHYVKZzLgdSq0DsfZMLeKxw7089F1My5qP0V+eY4890N+/thjF9jaw7pbPj9FvMqNtfLJj32E7z2x6+z7H+xh083XsOFDn+X73/wSVb+kJVC8/xBPfeNLJCIJiAwxAeAvJed0IU1bxsThdo5t+hkTvRJlwSVIboudW7/Fi/t3YFhT1bloHLq629m59WXc/ib+/b3ruLxhnIw+VbgSsLFNg61NN5LwViDGksSyGqXuqRGxgiQDGn/z+T/nxf0tp72jMpYoeL6pXg+CIJCKFNLbAmUhXjk2yae+E2MwG3vTeCeSEdqPt/Gjn/yI+3/8OItr/CiSiOpQMDQNSZLx5Dr48r8/zNHeibPO2c4dr/M/3/oqf/WVH/BPH7/pxNiz2Ho5N10R5m8PdNLUd5SVdRZZo2Cw3pNSWDfDg1OGJ188xFdf6EO33rzvSLTw/6ce+RFbduzn/u9/lw9fuYzlKxbzyP+b5NtPPcVtDWm+8/ogT/ee7fssCcChTtjSX85frwtzeMSgRa3nLz51EzNW3AKeNwTy8xvlTxs5QH/Xs0zuW8uMDy7jz9Y0cv/W49TVhFHcAQ4Px6goCdFAH9t/+C0i8cSU7R/etJNcXQOVXoW6kIvZNWF0cvzia3/OP3zhB2TPcgt9YaiTF557mq998zK+/5NHuaK5/M2NihQpUqRIkSJFivxe8A7VJn/nEQQBh9OJ0+NB9bhR3S4kqWCmbRoGuUwGQ9dPtldCgSlRV5ZlYZ0h6Ei+EPLYT1B7v4bLNf6O9LM24KTCq2JaNrYgIFoGM/oPIZvaSfFKsG1k22JCdtPx4iYGBwYZrW7GHajgkmUryHe10j+URXIIpHMZbNFGNw10w0BWJHq7Bnn5mX34xEzB6PjMqARRRK24+CidNzB1AyOvIQgCslpYNGaTaSJ7d2IlMyRiAbKGFyOXp2tbB0e3tpGOpafs41h7N1lNR5ElZMDSNXRNZ86saVRVlp3lqGfDpiTgpKrcj1O2iGRkvnnQScYQ+EBznhum52j0G1h2wdvKrRjU+01EbEzLZkZII6ULRLMiLskGREqDHkoCLr73i0M05oZoCAgnF4qFtCObR3tk2uRS5s+rZsmccnoSEqmMQeukgwq/wrwSgfXVJtO8FjZgWTavRT3MnFdPdf0sJE8FvIV41Tuaomcsw5huYAKzD2zkfdv/mjVyN+O1C3nZO4PugTH6JlJgWSiAx+1g474+cjn9nPt9K3rGUzSVeemNZqgLvX0T7CJvn4OtYxfRWkCQT7sdmyk+/cHbzylcnc7zP/wy9/zxv1x8B08jNnCYu2+9g91diTPecTAuBXBmxqmpLGcy7aXRNwvRJXF436M8t3f7m4SrM8kkOrnvmWfoTIk4TjMJFGwbIZfEvfa9vOfW9zHdK2LaZ7rcgSwpCHqUf/vkh/n6xu1vPsBp90OHx02gpopATSWtr/2cj3/pCQazbz32TGyQ//Oh9/HTF1vweJyIooBlQy7azSvPP39O4eoNjGycf/7E+3ng0Z2FF2wDqXQeJbPW84m71rHHbmZw0sItG4DNqloRzRLYuu0Y9286u3B1JvG+Fu798L3saR2DdIzL3vNe5IppfOGF7nMIV1N5uTXC3c9ZfGWglprqIA0NTacJVxdG3rQoVW2srqNYusZ9H1rN31+3gP2DMY7F0pSWhJgmJwi98ABa/MzrCDKaydaBFE8cGmbj/iF+uLuPv/nMJ/iLfz27cHU6vQe3cOftH6R3/Jd/SFOkSJEiRYoUKVLkt5PfWPHqTERJQlYdJ0UtbzCIrJw7VU4URcQzfLHU2mUInlIEYwhJvYAVwwVQ6lZZWVOCbhaMxG0E9BNeVIJpgq5hYbNlyS388D1/zaPv+QseFOfyyA6bvpiH5I5NiLFhvLkI2ayFJEsIEmS1PPFUklgyTlfHKEZkkCW+XkymjkmwLbKKj0jd0rc9hly84P1yOgFnlnct3ERF6VBBlBMsRFHEAjLJLKlUBqAgENo2TkUm7PVw45olrJxdjyIr6IZJfW1VwXDfskiNTaDncud8yG8ZNkGvyqzGSh49qvBgi4N3T9e5floOt1KIXABoG5c5MuGgO+FkJC3yk04vuP38pD2AZcHecRcjaYmOuAM1GKJvOIo80su7642TEVcAqmjz0y4ZpbqCkvIQh4fytI7D0nl1WKaFmEvQOZDAnYzhU0XyFqgiDGQlducD3Lp+KULdZSeGc+4FfCSaJq9baLqNmcky3tbCFnMhv0jOp7/5Ot4zK8S19Srzq1xMVwrVAwVBoG0sxcY9PRd8HrOaQVYzMEyLEo+D45EUE6k8l88qRiv8r2NNcHhi4GI2AOPUxXngyQf53vMtU1oo/go+83df4u8/eTNnypHPfP9+fra9/+K7qWd46nv3sWbNpTy5p+2s/Xpm7yDb92Y5uH8vnYlBcMk0L3RwoHPPlJaCKOOvamT6nFm41alfLUOj4zywb+Rk0QbJMrEtk8y8DeiXvZ9IWiOVP7tQO9J1mBuvuoS//sZPLmhMZiYPY8M88OUvETljl3NWX88DX3+Ad6+Yagyfn+jle1/9IjlLLlR41NOIw8eYzE39nqibdwn/+cA3eP81Z1QftDL8x7/9OynAIQmFwhKBecxZfh0fvHM9L+Tn8vOjMjnN5Pr6NCExw49fH8Q4o+8Ol4urFjewemYIVZk6h7n+/Xz94V9APke4JMikKbAzesb2qsLHVldx65w3R8cOjSYovezTPD05n0ce3wQT+883lVNwexy4An6YHCWfTJDN5/nshpn87O6l3NwUpkzMcujxf+XxXa1n3d60LfpjaXomM+wYy7Fv3w52PPv01EaCws13/wnfvv8fmF891atv9PAL3PffGy+qz0WKFClSpEiRIkV+d/iNTBv8VeEom4NSNhttYD/wzhnALqsOsWMgSiSdR5QddNYtpPnYq1i+IKLPR372Errn30QuD0oujfhqC1ZflB5/I7OTw4Tm17BsMsazB/oIhhzMXlyPrIiAwPhwgn2vdXC5p4VyZRLtDL8YxdIYDDWzPyLy6YazVz88H6IsY+pTV3mZgQ6U/HHKAlUMR6cjYpOzTLKmSboMegZ68CkWumEiu10cOHSMZDbP9qOdJJMpTMsi4PWwevkCoJC66QmHCp5a+Ryy883+JTkDjvdOUlpRykv7HPzjujzlHvOkaCWJNvftcjFk+Vk904dq2RzPJlhR7Wd2lUoqa3K0LU5twMN9hycZGomz5AoXT+yM4y+rY0ckSVMAqr0Fp+eBBCyaW0Eg7KUj7WZVtcLWzgTrSwXUag9jkxN4ohHmBE0MW0CVbEZTJj8cCHDXHYtpmHcV4HrLqCuAeU1lOFxultUGcLhd/GLVvXyyf39BOm7TQTGpdktUuyVKKl00miY+H6ScCi+0DHLn2hmI5zixpmWhGxbd42k8qoRh2bx8bJScYbJhbhUzy4sVun4d6EO9RDunCo/vev+9/MHN6zG0gjhp2xaGYYJtoVkOLltWe7Ltwxuf5Myr6jP/8h3+49M3wPga1KMv8fmXk6feNMd54ue/4H1rPnHevhVM3i1+9LV/4uvf+QE7DvWcW3o1ctivH2eHojOg9xFQplF5xQrkzGa6JqaGNK248lbu/cgN/OTpZwk7bI4fbOe0en5sbh1ifHUpZWaGqFrKluk30l2/CvvQGJl8nrxhUeZWkcXCvXn7cw/xpS9/hWdf3UtGu/CHDWYiTfuzG/nZi1PFGW/jOh55bCPzK1X+4PqVXLPmcrYPnxrDRN8hJmbNYGZjDfd+YB2f/fiTU+ctOJsHf/Y4VzSHMT+4gfTaNTzRGjn5fv+Bzby6f5hSVcXIFaKhxIrlVCgebnOHeOqZ1/jv7k4cZhY9n2AyfmZImMQnbl3G+5aVMDCu8dLefr6zaaqA+eqONnKfuwMh0kF8uPNNY//UZfX83TIn3z8W4qX+buKp046hDTN6eDvzVszBoSTAurjU+eDa61k+awGU1heKnwCg8t51c3nvumY+9+kP86WDLefcfklzEx9aP5P9bYN0ZkwiO3YxFp/60GTO1ffwpa9+hbAbgrLNhz71j5ze4uff+Rbl9VXU+BU+duOqi+p/kSJFihQpUqRIkd9ufq/EK8lThhSqRRg8gKXFz7/BBRJ0KXxgYR3f3ddLXNcZCNcTveFjhGfPQLMhNRHlCnuQh/e2YHQKuBN5DLeDlOTFTOTRU3lKfRnyff0ceFVkvD9OWWOYseEEw91jVOe6mBkeQT+jvLxg2+RQaKtcRmc8x5FIgoUVFy9WuIIBEiMRUmMTuAI+JIcDW09hOhtprJ2gdSyN7ixFy6YJlfi560/W07ygGdXpwi3L6LrB4HgMzTTI5jU000I3TVYsaGbpwjmn+iuKKGcRrd7AtixiGYFrVjfReug4utGFYRWEK1Wy2Deq8FS3zF/dEKA6KGNasGyaD4dYqBLod0tcMjuAQzAp83m58s7P8O71l+B2OcnkNXbuO8zBLc/R3vI0bo+biYzNmhqNiGExzZOnMuBgzXQ41htDi8aZpk9QF7TRbRFVsOlPWPxw0Mftd17Jtde9D8oWX9D8ekSbf4g9QYPiB9axs2sSbJhVHiSV00kkswzFTYYmChLCjfVBDo5mmBl2kc2m2XO0i6pSPzWlQSYyBr0TGar8LoIehbxhEU3nyZsW3cMphiczNFcFWdUYRpZ+awIrf+cYGRiga0rWoINbbvsod9xc8H+zLOusleoAyPbTcuTVKS+pwRrueG+hmqiNlxvW1PDvr7SRPE112n14L1ngfNb8oqRAsoPP/8t/0B85T06dnkcystheB2HnNKRLFhNrLKfjgcff1LTyqpu4atVSFtWUExm9gn/488+xs++UwDaYSLLdqMY3ZzmtwWYinmoETUewC8K5acFljaUEnAV/qwe+/hV+/sLu84zmzTgqS0gGxolqUyW5a66/hvmVhbRoT8MKbr3rBrZ/+dFTDewUw8MR7r7zZpor8/REpn5HrL58HZc2hwGQAtO58567eOKz95/WIsmWPS3ctvBUXJwgCMjhuVT4armnqoEHvvMQ/7XxIFdUmXj8Hqotm0zeQrAtTMXLvCoPT+6JcnAox7qGcoK0MHnaEQTTQPIEyMWHifZ1TOmf6lSYGZB58LjA46lGGq5eTcuT38U8TfcbPvQcMz39BGdVM9DbQ42rFsFbzZlVAB/f2sLz246gSAKXr57P4sZSDFtAUKqxJzLYZuG8WpZNzpLY+djX+a//+tGpHYgKokPA0rSCjyHQ1XqQZ14NMRlLoBkGyvDuN0WepSyJ2z57P6l0DkmwkUNB8rFTMxAZOMhDj7/GdZcUvADfgToFRYoUKVKkSJEiRX5L+L0Sr0BArV6M1vIs2eOb8c593zu258aQhzsX1PHdfd3E3SW8XrGaDT4Tl9NJRHCz6/nnGdzbQoNrMZbqwjQNJhbPJ9WyH//+bbxAGTtTCWaYeeJHyvC3deMVdVZ7e5hXOoCMhXXGT3XRyNLXeDk9DWuxUymGE9m3JV4B+CrKyMUTpMYmcIZKMEUPZngVnhKBy11xujsH0StqqV15OYsvWU6uZ4CsFcMzo75gji6JKLIMto2Wy+Hzefnwne8pvHaBWJbBaM5DeXUll162iP95Zpw/WxxDVhQkAUYyMnNqPfhdEjndwrJhTrWKZdsMxzR0E0p9MseHdW5eOp+V16xA9/iwtBxuRWTD1Zewrj7IJz69mxVikqvrbGKj46RVC1fQx75jSXr6Y1TbCaxsnkOCm+0RnXJHnqwBmyf9fPyed7H+utsgfGHCFQD5DPUDO3EkQmAb/P17l9A6MEF3KkdjyINLEsjG0lzXXMmdq6fz/rVNrP7nX/BCb5L5YS9/8sgRPC6J2pCbqqCTeVV+jJoydvVr7O+dYE5VkMtnVrCgJoj0dkLvirzj9A61c6ZT0qbHvs6z3xmkp3+YTC6P0+Vl5poNfP5P/5ilM6pOtstMRBlonxqR4qpZRUNZQZayZA/hoIslQdhymg957+4ORqI200ou4BoQCpGdp5Con9bA2HA/2dN91kQRAxuv30XZpQvo8vkQ03G2H5ycuj+pEvw1PD5scOPcFdQ6JCp8Yd4wDQcwMvBj33tZMHMuRjqHfCLyxxYE8obJ2voS1tSXvHHgE308RVlVHbaWYHzi/A8euo+MvilyrWHmyil/r17QjART2qXGJykJ+xjp6CV+hrJSPfOSKfG6i+fNwzdlhNC6tY38ohVvioAVHH7wN6GIIjfO9xD2Bbn/8iZ0zWDL8SzBkB9N0/HIFksbPcyuUvnpxr2cMcs0Tq9EkVWeahmm7wxLNU9tM+Fr3sWMUieXKi7uf66HLlUklT2lXtkZCaFuDSOxY4y/upmao3tYteYS8K6Y4h3WNxLj4ZcOIOk5fvrcLhxnCOGWXfAZ9HgDCLF9dL72+JSKmt451+JMH2S851QqazaTZjKVJeRzUxpS2P5ibuoApBLmzZ3PnBnlBD0uaquDvBJ7nB9uOm0WtDyfuf16PnnbosJ4KFKkSJEiRYoUKfL7wu+ZeAVKaRPICpLnQk3EL5y55T6unVnB40dHOBITsFQ/G3KDNFdWcdTvoVRtRHa4KSnzUbNuDrt9Qdoml1Am1fPykQimMUZ7+jghpYe/abRpcOZRhDyWLU0RrgRA1NKotc2s/MifIk7Cd3YlzpladiEIgoArGMAVDACgGRNIg08xOSljjKRpLpvDzM9+HrW0CkwTKeg/uZA7YUuPJIqYpkkikeCmGzawYO7Mi+uDbWOLKlL9dVx7pYVpWDx3eBvvqhjG5VKYF9Z5adRkIKozo0IpmOQDo3GD/b1pZGyawgKSv4nmD/xfMsf3YJomyowlWB4/+Xgcj8fFmvd9iMMP/SfvrlcIqgI+a5zJkRghp02VS+eB6HzaAssIl1WRzabREmOko6M47A7cCtiu8ot64i9ZOrZgo4x3EX/laaZdeRNPfvYaPvqD7TzTOkRliZcKr4uG0gA3N4cQRIEv37Gc2761hSORBEGPg1LTQU8yibM/wbOt46yfmeKW5iAfv7SJKp+KKIhYtoVtiwhnGvoX+V+n/+COM17R2Pjg997U7tDBfTzx0EPc96Xv8tl7CpFVsfg43dmpy3LR40U58YETHF5kh4zPA5wmXhm5UaKZLNNKLqDsoG1jn1j6l1bN4p4/+Qc+d88KLlmxirbu04yUDIPG5io+9sfXESoPsnsoSdtgJxuzZ0RsyYXqqIOGzHcP9FMxZKFJUz2LIEUuM4ls6tgnoq0My0YzbdbVhbltXg3KyWg0G9t+Q3RRuPXuP+WrX/wL/u1zt/P1B1847/CODo2e8YqA4vFOeUXxuBGZKl45nRZXrlnMtodf4MxERdnjm/K3z6fikiB52g6SiQEyxgrOGl/qqWL9unn09Q+RyWdI5yyCHoVFDZDMm4zkbXI6NNcoPPPiIbb0nCldCdS74fknfsSxXc+SOuNdd8UMrr1yFamBY5iI/OVVLo5stNl72qmy9FFq7E7WLazFrSq8uLOLxdEONC2EIJ76OfCR65ezeEYVtmUTT6TY09KDYZqAgNejUlkSoKGhhmTvbv7onvumCFeXXv9/+crX/pKv3ruKH5yWObto1Voe+fePElAVPGqca372jxw/3aZNKeFP772Dq+cGT75kbArxw02njzKFZp4nWrBIkSJFihQpUqTI7yS/d+JVrn8HNibOxjW/kv1fPb2cvG6xZWiStqEYydZx5oQG2XRgF1rGx9rLrmTtrSuoKvUxsruHo4uv4aqVDSz64hfoHRhEdrqod+Zpculgg3FGqqBoWQiWTrRiPvbVnyCSV9nR248kCljnqfp1PmzDJNMzCKKD7MA4+ZyHxLAPuX4J0//oX3A3nRKjHCWBk/9+9vlXGBgYQpYlkvE4N193BR//8HvfZidMRNWDOv1GbtggsCuocP+TW1gfjrCmLsf6eoNJUWAybQE2GUOhfcwi5JaZU66QSmcorZuGP1xG3rkOMT6OOdKNVDUNZAcIIl5/kLQOCIUn96IoUuqykf4/e+cdH1d1p/3vbdOLeu+yLbk3bNzAmN5jIIQWSgokGyDZkLLZJG/YJBuyKaRCAgm9Y0LvwWCKARvbuMtdsmT1NtL0csv7x8iSRpK7ccH3+3EZnXZ/585opPPM7zxHgB5dpEEuwDN6Joo3G4soIIgiggFdrY389uVneGj0y7gnXIVo2c8sN8VC0cTxqJ0+cKUTMyDDKXLPVZP4YHM2723u5LUdPQRWfsyrLUuZdOUXmVtdyrIfn8/y+m6WrG9i8fZ26jv8yHYLLrsFh9pNeNlauhvzSDvrTFxOZ0pWSDQWwx8IkJOVdXDPg8khsXJVy8gVgohg6CkZI6q/ge996xqKJizlS7NGEY9HGKJdYXXa2J38IlrdIFswhqgrqr6LLn8vsHfxyjB0EBTmzD+XGaddyVWXX0BhtpPY2leTB08MxuLk/OvOIT15L8HBAAAgAElEQVQnKSjMKHAzIzOHP9sMUhy9FBlDFBF1jYgh0VRRgVbshnUpVyYabsUwkt5sMdWgwG1lQXk2M4rSUYZk95SPmsD3b/8yRqiLn//iRzjtdmLR1Iy0EenYSe0nQ08lFLE4UyWl11bWM9Qi3u5RKMjJojc6VBoC25D+umGkiDYAgch2QjEdhzSCgCw7KZt8Lrc4bCx64V3q2trJ8lopzFDIFwQkUSeRSPDIopU8sKx1WGx5ZUWcVtJFic1Fzvyx/PRvb6TUx/yNrPp0HbvqWonEY9hUP1ZhiAgq+lgwQUbTNNZv72TiqDREixvZlQ/6tv52boeNU6dU9n998WkjZJr27OLKW39Oe/fAybNjZp/DE0/+liKPTIk71Z8xIz2DAk9y2yaJKL3qEM8tm4JsTe2j6UMlRIP23l3ArOHxmJiYmJiYmJiYfK45ocQrQ08Qb9+GHgsN+lT/8CIIAhdW5+ONxHn5+Y/pbvXzlhxBMQrJnDmdggUTqMz14ovEWVCayYvbNJ5btYUrzz0dTbaw+JPVzHLpOESNiAai0WdWrieXMlHFxarCs1hacQ5ak4xRvxnDMLBKAmn2PZ++uD8Yuk7c14se1+hdu4JYbwfWyvFUf/uPOAvKRuzz4stvcudfHsDq9qIZcO01l/KVqy85pDgwDJDtSGUXMNtdQnpGBs++8SmvLt+BLsucO12hvj3G0h0RzptVSZUlzM7GNrxpVsKqTk93K4GeHuxWCT27GN3fjREOImYVAiq6ry8rQzewSUkBS9NBMnQ6wwbR2pX4ggrutHRsGfkoNjtaPIYgGlQVurBYrIjDskp2D2kQisSRZRmLLCKJAqIrjdKfP5Ha0GqnOM/O1Xk5XDY7TtYTS9Hr2+geO4El2zsJGgqjczI4uyqbBZUZfKW1lw/X7aI+EKGmNUAckWDZKHa6PKxZtpHRBdmk2x20+kL0hGPUNraybvN2JlSPIRyNE40lSCRUotEY/3X9eViUE+pb/wgTpsftxOP2EI2EiKsa4OWGb32PG645E9+OFdz+o/9iXfOgbVOJNn575/186ZlfY5cU7AIkBukOijDoaFhBQUirxODD1MsOyqbaG7oWB1cZTy8adHKbqhPZsQlhyAmt2NxI9iFnG4oSLmFIO0ki2+PAJosEInFQVDRheCzRuIZqGBR77EzM9TI130uW0zpClAq/+sMDAPz97r+iJdR9m3kBhqZS98jvELvah9VZBsWzdsMWXnlj6bA2nsxsRMA5dH6AZT8s5AwDMPac+ahkT6AgvYyrJZE7732BXXW9OBUv2ek2Mg0ff3p1Ax/uCAzr5/Jk8s2LJjG2yEH1+AnUNo7Gwh8ZvPEu2NyCFotxxcXzEDImQKCBJ594fkiAsGlbC7linOrR5eQWlmMrnEk4Yj3An4k9/PjGy3n6o4GTBXMmns6ifz1PkafvvWVoBuhgjzdhhNeQAPtj06cPVQxNTExMTExMTExOCE6oFawgKoiKA0GyIztzP7PrtDV2sf7ppUhtvQgeBZvmxDFpCtGJJWwLRclr7+XVLW00ByJYJZG1uhOb3cm3F57NxeedTXD5h7xa52NcWiteAhg6tDnz2ZkxjrqMKlpdBUiGimTEQRSIqjrjcjzMLMzYd3B7QbQopM+YSKKnjbZnV6AmrIy54cd7FK5aWtv5x31PYAgiqmHgdtq54Oz5hxRDSjyKA/JOZtz8AnRD4rbft+IQ4xiGQXmuhZ1dCSQBJNmKL6TR4ovz5Ipecr0bmLNjMxNnzCHauA21eQfK6KkgymB3kyGrNOHk4Z0COUIYgEyXhQAOVgStMGYeLmsehqoT6vYR7/oUQzcADe80jZrtjRSyhJzyqYjOvJSY61t9fOdPL2JEQhQW5nDq9DHIooDRv+BKZmtouo4/FCUQjNDmC7K63kdnj4qxfRl2l4snJB1dS57mmOg7kU6RRDRVw6LIvN+o8LZmkIjFiakqakJFIDmuqulYFBm3w8a62uXYrQp2iwWrVUKUZRLaUPc0k8OLg3sffok7OjvYVVvH5k01KIWTufz8WUkBas5sijNg1oXfSTGs3vbhy9RGf02RJ408EfyDtIRgIIKqAyJE/GESuRciOB5n8KY3SczGa0/dGrffiAJK8QTULt++2youSi1DBKcEXDK+mJmVTnZ0homKEs2O4QLQaWPHcuusMnJlsMr7d+Krwd69jXa/lgPb17HlwTvInzSFORdexkN/WzSolU4wkMza6ury8de7HyYWiyFCyvbAwoJSAHLtw7Mq/f7U7WqiIAzTZ5yWfGwWAWNvB5DKLjIqT+UbV3bxzvJt5OfIrFuxlt88toZdseECUmVVGb+86VxOmzURp8uJ7qkmzb2LHKBh8LAWBY9TRotHcOZNAU82ikVg8N2zWIu5+qb/ZkqxC8OWhyBaQZQwwq17CXg4z/3zd/z6X8tTyr5w5WUkGtewuCaMzaKztTk1e61t5zo++OADRFs6c2eMpsw6ZHNlJEE0EgcGxNKRtsKnO8xsUhMTExMTExOTE5ETSrwCECQbUmYZSk71ZzJ+Z4uPJ/70Gm0tXYhuBVkSmXb+dHYW5lDXFWBjq5+a1p6kwbkkogNWUWetT0VyFHGKu4d3uzP4tMtDjTgKV7aCVllApycPVVQQDANZH9hQElU1ytIcXDaucNhC6mBp//BVwk0bSZ9xNa7RU0dso2kaf/rLfXR2+3BnZKHqBg67HZdzP/x2DhRHIZI9k6nFVhRDoNOvkuuVGZNrYeXWdqqL0xmT7yTPK/OVU7KJROM88/gDRHbVMa08F9vpX+zbHyjw6ertbG5r5q6fXUZTt8HiFbWke5zMnFaCKMS5LNfJu+t9PLXNoJkC1HgMT0U1gigSD4doCC0lFurh9Zf/xRkzVlIy68sgKQw4f0FPMExrcwdb6lt54d/L+4UrwzAQBAGbxYLDZsFuU7BZJBw2C3kFeeR4smlv6yASjxLtOylNEARcNoV0pxWn047H7STNbcMqSVgt0oCRct9COs1lJ9PrIs1lx+204XXaSHPb8TptKdlWy2qHnvNlcjiRLVZyC4rILSjipHmnDKufPPMsZhbCR00DZQm1l1AEZIst6W816CkyovF+8crQNNR4jEg49RtekXNJP8jvP62rAyPWi+iwg3/4lrkhsxueuRdPoCc0vBaFaQXJLcUfWhWeSmlkZ3JpKSW2/ROt9g+FeNBP69O/o+a5+8k95RIKr/gR1g03D2lnoEWT29TeXPwe69bXoEjKMFEsw50Uo2VleGalHkndshgJqsSHiFQuZxEOBXR179lBctYECsf28vWSPJ599lW+//BqokP7CFa+fu0F/OLHN5BfOgUseSAms2tFqRUlVZfClVlMxdT52DKrAAE9FiPsT20k2wpIL5oErkM7qa+pZainGDzw05v550/23OeT5+7k1OfuZPTc89i49DUcliGvoYSKmki9oQHfUDHPTqbbFK9MTExMTExMTE5ETjzxSraBbEkxpz2cZOR4mTBnDM0vfIw3zckXv3oGo8eXEIyrrG31s6nDT50viD+mogkCkiAgiQKGpPBJq5+aaAQED3ZPL2pXmK6og8TYbERBQNEGPEJ0wyCqGlSmO7l+agmZjpG3sR0ogYbt1P3rr9gFA3vZZARp5Pv0t3se4e13P8LjcSNbrAQDQebPno7DPqJV8SEiUjmqmpnTKvl4xTZ8wQSZbplMj8x4QcfX00VjZ5TybBdpDokcj4OcWBdL3l7Ey2mTsb6+FodVxONQcGjtnDfFS9Wsy6lOH8UZ14gQrsdoX8eOrTVsa+imLAO+PbWLBn8vDUEbm1obUFUVt+bj6tleZk0soK1XxeePUNRZA/rAgqssP4OHf3oV3f4IsixQV99GV28QAQFZkcj0OvG6HHjcdtLdDtLdDlyOZBaLqum0+/wEIgkSWnJxaRjgsEkUZHqwDV3smRyT6KpKNBrB19OBr9tPV0c7RmYFp00Z1d9GAuShu6oECVEAMSOdojKFjVsGROpI40rqO+Nk5FnQe7oJ97axoSt1oS9Xl5OefnCvESk7B6HWjhEf6rQ0ElYqx7lgxaAitY5tdbWcMymzryDAxzu6U7vZc0gvLzio+PaMRutTP6QhrZ7ii25j9HU/ACDLNfx9qLH2U9pD83j2nXdQZYNoPDpMvPKOnQhAQWXWsJMEm7YtQ+fL/ds3N+3cOew0QM/kKmyCMcyzbCSsxXNZ/NjbXH/7i0SHiGClleO49+6fcc45C4Hh2yo92RkUlMCO+oGyQKePzvQzyfYmX1id7fWsaUsVfyzVo0g7yOS8FMTh+/uG2qXtCQEDEagY54bB1mTaTrbV7eC8ybvFqRDLaoe8hmzZZFYc7teQiYmJiYmJiYnJ8cAJtxqWHG4EVA7nIdvxbRtRcvKJ2Ty88NA7rF62GYvVwiXXncbo8SUAuCwyc0symFOcQWc4xqpmHzt7wjT7I/REE4h9IlbI5kKaNQ4hoaKs2ALFOYgOGUPVMTDQDVA1A7dV4oIxucwqTsdxGP2Lap+4E1EwsGSMIW362SO2WfrRJzz1zMtYLQqFRYV0BiLIssyoiuLDFsdQ5LyTWHiZTmnR27z02ofEd4UoybaTlyaRruqgKWg6iIJBc3eCHW0R2npitG9ezJhcBTG3kHPPnkpR2Qw85aeCs5BYqJvNqxbT07ieSDiAIci0dPSiaxoTK7OYUSQzNtLL1eMVNtZ1IllsWCSDNz7eRl66hcJsJ2LmOAQx1Ry6PD+D8vzk48mV+7/QkiWRgqy0fTc0OaZZ+eo93HDbnbR1t9Ldk3QlKpl5LeuXP8LuzWg7d6xj3RBPd2/pfIrTAEqYPmMBb275d39d1LeDJxe9w9Rvn0t9Ty+PPP0qnbHU97B5kwrJOQTbO2tVFaLDCt37NkWfseAyeHhVStmTD7/AjV+YgRVoXr6YTz7ZnFKfW5rHtNGZHF4i2NMsTP/ls0jVc/pLS2wxsoDOQS3femYRp3R20N7Tw7fPmsDiv3+QOpSgcPbcsQBUTD+T8lw369oG5KsVS97h3ZoeTh+XBvh57Ylnh0Vz3uxRoPv366dL14Z3uOnmXxEaIlxZ0nL50c9/RkFOJR8vW4OuJVPwDF3D4kxj6rRJKJnVTJ12Ch/UD8wh2LqJRc8u5favJzP9ljz5JL4hCZZnnFSJ93Bk6Op72xe5j66GgQ7MXHAZ3P9JSt2TD7/ATQtPxga0fPI2y5fXpNTnlOQyfYyZeWViYmJiYmJiciJywolXuEehOupRY3EUx+HJEtICvUguD7Ing/ySLJyuKcyYP568ouELNUGAbKeVc0cnt6f0ROJ82tLL2tYe2kMxEppOTDMQRJHYyWNBECGuIosCiiiQ4bAwoyCDMVkuCj374WB8ANS/8E9CTXXkjJ+OrEg4yicNaxOJxrjvgaeIxWOMqiilpLSYuuVrcDlsFBd+dj5iomKHovmc5Migp6eHx15ahSREsOdZscgSE4psxDUDTRNo6IgQDMYpzbIyudSB1+PClZdHdroDZ/kCcOZBopcl//ozT729EYekIysSv7/5VJS8mQiufHRVw9+8kax4NwgyRts2fL4OekNBpk6oJL+gCCV7ArjLMbT3OZxiqMnxTcWoUUTbdjLoEDYaPnmS798+k/+97Xpizev53nduo2fI+v+yyy/uF7e+cOGZ3PHYv1Pqf/ezb5Hp/j2BNW/w2xeXDLvuyZNnHuaZ7JnZp57BmCyJrZ0Dk/jo+Tu57vvpfPmkDH57+49pGiKczJh/NcWHPTFTIXPhb5CqB06P9a96FXfdo5xaKvNc/UAQvuaV+F7vZtIps9m6+HU+aU7198odt4C51RUAyBljWHjWVNY99n5/faJ3E9dffwN/vP2bLH/8z9z3bqqwYi+YyYJpE2haO/y5GY7KHT//f9T548Nr/B3cev01qNpwgaho1Hms2/Ia6aLAJRedzl+eHyzAqfziRzfiVP4P9873+Z877x/S286ZCxbuR2z7ZvrJZ/Ef37RhH/FnqIAi6Sx+7EFWtQzkppWPPYtLz59IRvE4AGaecjpV2TJbOgaeo2Uv/IHrbsvg2pNz+N3tP6JxSCLgSfOvouTw/tgzMTExMTExMTE5TjihxCtD04nopSSyFxLs9JNeMtyU98DH1JBzCkm0NWHNymP+edMOqH+a3cLpFdmcVp5FayBKVNXY3h2iNRBNmtUayU+qx+Z4yHfbyHVZUUbYsnEohFsb2P7gr9HiEU76v2dofvAH2CtH9rq6628PsGnzdmRJ5swzTmVVTS2GYeB2OSnMzxuxz+HE8FYzZ9587FYJf28QNRpmfV07oiBS5DZIc0lMq3CxuSlMFIWiqjGMqppIRUU5hpKOaEsKilo8wrSqbNbtyGRbS4i5Y9OJxmLoggubswQRSPOW91/3/IkJiHcn9/EpaSB9FtsjTT4PZI0/l+/ddh23/PKRQaUq//zFrTz/j/8lHgriD4RS+uRPuZDbbrqs/+uZl97EVac+wpPvbxho1FvHj756GSNRPOUCvnbDFw/nNPaKo3wm373xK/zHr+8bVBpj0Z0/YNGIHUq55ZbPIj4JQR7w+QptXUH7M99BypjAbf9zEe/8x4/piQ4Slrtr2fhSLeuN4XLz1269lZxBByt+7Ts/5YEXz6UxMLD1rnHli1x+0YsjRnLF12+k1AO1MQ1hH8fmNa78N48//9GIdbqus+dz/6z9XlWnXfEtvvD3x3lxxfaBvl1b+MENI5/2Wn3qZXzpwnF7jWt/mXPOlcw558q9tvl/219l1fMD4tWE877M739/3UCDkpO47aav8o1f/WNQrzjP/PGHPDPSgPYSbrnlS4cUt4mJiYmJiYmJyfHLiSVeGQaGFkMwYkR6e0kzChEO0eVcEEX03k4Eq41YzacoZWOQvOkHPI4oCBT0ZVJVZBwOU5J9YxgGO5//JzsX/RF3+QQmfP8uZEkk2rKdzPlXD2vf3NrG2+9+hKpqTJs6nqrqMTz1yhIEoKQoH7frMzBrH4IgKVhLz2CqoaGGO+n2x3Hm9aAnAtRv30lDQydWm5XCqvGccspp5I+bg2DLBjFVbJKceWRPu57vFG8kFurEarUieEahePew9VFQwPrZZZaZfL64+Wd/oqu9jdvvfTOlvLN1uNF1Zv5MHnvwHsq8gwoVL3979GHaFi7kndW79notV+lc7nv0Poo9h2qEPkL2oG70nbQ5nG/+4g/sbK3nNw++tfdhlRx+cc/DnDPh0L2KBk7t7C/B0AZJPXY3xqxvkz75TMrLx/FgLMg1t/yK8KAssJG8mc7/+s/42TcuTCkrOeksnnjoD1xy3W10hfYsJwHMvOyH3PnTr/dFtG8z9I/efpa2g9h5Z6ANPEuOHP75xMN0LLyMjzbu/bTAtNFn8I/7/kTaETtm1EAdsrVQG8FP7aaf/56drfX8+v43h9WlIGfzP39/mPMmFR7OIE1MTExMTExMTI4jTijxKurrRo4FMSQdzddOT62D9IoyDumYPkFALqpA9/cg5xViqMfPKW4Nj/8v9U/9nMx5N1H9zV9iScskumszhgHO6pNT2oajMf782JNs7Wwj3+nma9dfwYYdOwmHI+iGwZjKkiMWt2RLwz76EvREGJcoUqZI6N076GndSu2WdeQWj6V44gKw7V1sEixurIWzRrBDNjE5ROR0fnbPq5xyzhPcc98jfLBqPbF4jISaFB9kSSajrJovXX4FX//KV6jMH54FmlYyjedeX8q9d/+Zp557mbrGdjRNS77nyAruvFIu+sLl3HrLN6gqzDjkkEXJSlFxKWG9G6tFwVCjJPKLsNj3IIrJbn597wtMmftPHnzocVbVbCeeUDEMkGQJqzuDWaedy60338yZJx9ixk+fYpOdW0BGVi4elx10jV7dgTdrQJi2F1VTVFDN7pAXfuN/WTxqJvf8/R4Wf7iSYCiKboAoiig2O5UTT+aG667jhmsuGfF94JRLv8OSokn87a67ee2dD+kJhNB1A0GUsFitFI49ia9cewNfu+Fy3Afw09TX2Ul2Tg5Ox/4L/vFYmJKiIgbndGWPmsNL/17KPXf9hUXPv0pDSweapidfI4qCJ7+CSy65gltuuZHKXO8ex/4sSC8sJisnhMthIxSOkps3wvUlN3fc8zyT5yRfQys3bhv2Gjp5/jncevPNnDVr/BGN38TExMTExMTE5NjihBKvggmNe/+9gjnjKnFLfmJNLcjr1uAqKKJqymQs1oM7sU/ypvdnWwkjHLF+LJKIxwl1dzHuuw+TffrV/RlosY56Ep1biO7ajKNicn/7n9z9AH968i3OnjmBu3/4bYry87nnsRdQLAqRSJSy4iN7ApQgKUjSwGJIzJxIRsY4MqrPB8kKHN6tlSYmB47EgkuuZcEl1xIN+mnv6iISiaEj4PKkkZebjbKP7WXe3BJ++Is7+d7/u4PW1hYCoSgg4vR4yM3JxiIfarbVAKK7nHeWrkktFATEvYj7guLgyq99hyu/eitdHa10+vwYhoDFZicnNxeX/TBJw0Yyi+fXf3mSO/6cmjolDNpGLQowVGubfcbFzD7jYoK93bS2d6JqOqJsITMrm3SvG3Efn11MnLmAvz+ygEiol5aWduKqhijJpGdmk5nhHfmdZh8fiNz02xe46bd7v+7ICMOGziyo5Cd3/Jkf/fy3tLa1EAzFQBBxedLIzc5E3sdrbD9DPuA4f3j3En549340le1c8dVvc8VXb6Wnq52O7t6+15CDnNwcHNZDOIXAxMTExMTExMTkc8MJJV4pTiflU6Yi5WbTGvDT1eVDjoCtqYPycfGDFq+ORxSLhbHf/lPK9pa4r5WOZ3+ANSsfKS01a2nOhCravhDjZzdczqiSQrp8PexsayIYCXPJuWcwb9aBeX19JggSSKabr8mRQZL3/+3T5vJQ4jp4jz1JsVJYXHbQ/XcjShLiXjzz9la3VwSRzJwCMnMOv4gtQL+yIgjCQW/1dnkzGOU9+Aw1u9NLxaj9yF4SQNrHfTzU7eq7Se6iNEAQkq+RorJhDXRdH7bdcvDXkiShqRqqmhQIE4ndp/Eau/+M2G+PZYaR3DopJIW23dWGYQy07WszGEEQsLvSKPNk9DXR0dQEwWAs2a+v7+5+iqKQiMf3uUXTxMTExMTExMTk88EJJV5Fo1HOmDsDTdcRRQFJFNENA6fDjsvt3PcAnzMG/9Kvx6K0Pv594j07Sb/6cawZqebrl59zOpefc3r/168tW8XG9jasksgZC2bidJiikcmJRUNDPa0tLaiJBNFYDEiurwUGLcyN1MfAgdcNUhCGt99bXepjSZJobWmmrrYWq8VKPD5w0l1/q8FjDb5GSnWqojEsBsMYsS5ZdWB1iqKwauVKDAPsdntSABk24cF9jcG3IDnSoMfD6hh4H+wvF1LfGwfaCINKBn89gMViYfOmGgRBYNvWrahqAgOhr6UxZAxhYBzB2K1BDVzBEBCEPfVJDUEYEufueyTsSdrZ3a9vC2Wvv5dNNTUoipLcmrqXOY50TaP/39RIUvoMer6S8xyYl7HnSFOmP6D5JR/U19cjH4CIbGJiYmJiYmJicvxyQv3Wl5+bfbRDOGYRFQX55GvJOu1bZE+Ys9e2iXiMR954l05bBt8+ew6zp07ea3sTk88jNquNtLR0cnLziMWiDNvSJQgposfQhffuBXzKQj5FOBFS+wgD4sTQ8r7SEa+TbCIgyzIej5dEPMHUadOJxWOposyw8YePPbjNyHWDJzBIkNh9L/bUZ2hdX7nNZqOpqYkzzjqLNG9aUqRK6bOHezvoHyG1ILUuRURJCT2lfHjdyPV2h4M333gNSZI448yziUaj+zX28OLkA0kU+rOYdL0vG2pPffc19h7qd4uadruda6+/gXg8wVDz/sHP40gMvccH0neg6sDqZVnmnr/dTeI48pk0MTExMTExMTE5eE4o8cpkL4gS2SedgyTsbQmRRFIUfv31q/i5AZNHlR+R8ExMjjWyc3PJy89nwsSJRzuU/UYURTo72yktO/QtiEcKj8dNXl4+Xu+RNRw/WJwOV9Js3GrFaj14zy8D6A2G8YejuN0e3A4Z+TOy8rPZ7VgUC5IkYd+TQf8xiLAvwzITExMTExMTE5PPDaZ49TnnQKxVlP1sKwoiJ008xNPD9oAgHH9G60lvl+Mv7n2qlCZ7RVdVJMvx5ZOnG8P9j451hm5FPB44HPe4qaOLlu4A1mAAX9sbuIszKZ2Q/IDhs+Bo3OHm5lY2fPg++ZOmUVFciCCAw25uQTcxMTExMTExMRnOURKvDETx+Pl0dzcHbWZ80BgjrNlGKhu+WJIkCU3T+vxLQFXV/TPbHcGkt6/hsLL967t/ZaIoEAwFiUYjBAIBRFHE0PXdrffSd6gfT+oX+ywb2tcYVrvX8aw2G36/n87ODpxOZ/I+73H8FKOgQf8N9RAa1gBjhL4p5UPb7aWN1WqjtbUFm9VcJB5NDMPA39NLou1jrEIvBiKGrmJxl2LNmYIgWxDEz/dJa1oigRqNgGEgWW3Ih5Cp9Hkirmo0NbehvP8q0U8/JI2tSGPKSFTMRXC6UFUVy3Hu9dTV3cMjv/oFK9eup7uoCo/diiAIXHv5Qi4978yjHZ6JiYmJiYmJickxxlH57bejvYOVKz7h4YceQNd2CxRDFuHDRITdC3xj93+DGCQS7PZA6S8f+jH1yJ4hI5nCGiQNbRFAEiU+/vhDAoEALqcLw9CHjLNvg9v+Lwc1NfpMeUc2BR7p8Z7jhoHYFVlh+44dhMMhfN0+EolEny3uSB1HMNfdw5R234/BJsRGStf9TAsYGrcoEItGWbd2Lc8+s6gvk2ngHg++yl6vIZByLwZPIXmvB5qmjjk4qP2Iuw9FVqjZuIFYLEpWVjaarqdEPPgu7TNuGOyAPKhcQDCSFUbKts7dz+jgK+1h7EHjKhaFzTU1zDx51r7na/KZ4O+o441/PcOqpe8xa4LA7Bqt30wAACAASURBVOogsUTyCRIlO6LFgyVjDPb8k3GWnIkg2452yPskHgoS8/fSunYFwbYWREnC0DWs3nQKZ8zDlZOHOEhwad+4ljWP30t33VYAXNkFzPqPH5A19jBvwzQMtJ5OtNYGEptW9pfJoycjF1UipWXCMfZhikWWcLY0EFj9KhnZGtHCCTjGnkUMmQcefZ7xo8sozs9l2/adGKKIbLEwe+p4nI5U8S8eT/DhqjWkud1MnVB9lGYzHANY+syTxNd/RK4jnR3+XuIRC+FImGdefIWLzz4dWToOs1lNTExMTExMTEw+M46KeOVNS2PUqNGce94FqGoCGCIeCCMY/fZXpxrwDvdxHUGGGMlAeNAYIzRLHUsQUGSZQCjABRdeRGZmVp957t77jXyZfV9vb332dzybzcHSD97D193FxQsvJRqJ7IdR8MHUHZhB757qRFEk4PcDAtdce10y88oYco/3ZBY8kglx30mSCAKiIKD3ZXENHnDPJ3HttwQHgK7rnDr/NEpKSw+g19Fl+bKP6e3pPdphnHBoUR+BmgfprP2IzSsCBH0+ampzmFKVjc3iR9VFMECL9RBpWkq0aQmJtmVQfCVpRROO2Z2ePQ07+ehPv6Bry0a0RBQ9kej7xjQQRAnF7qJw5jwmfvE6soqL6W1s4K3/+U+iXe392Vah1mbe+81PuPAvj2L1HLq/lRGLoDbXEXlrEZEVb2HEwujRYH92pWhzIVhtWMbNxnnhDVjGHBsHTyQiQXxdndjsIewTBdxSjGiBlcJxpbyx9GNqPllK04Y1pGemMX/eDIryM1m/aROLX16DO6+CjkACUUi+p4ZCYR578U0mV1UcU+LVhm213PXMy1Rho8ohUicq+FQdTdO59PyzTeHKxMTExMTExMRkGEdFvLJYLHjTvOTm5h6Nyx80ToeLtLQM0tLSj3Yo+4XdbididyBJEk6X62iHs08URUGSJBRFQTgQs64R8IfCdPQEUewO3HYH6XZzMTQYwzCOO++j4x1DV+le9WfCDf/G43QzsTqdLl+Mjs4A7652cuoULw4ljGCoJNVVB8GEm48Xr2XjtuVc+q2fMXnWKUd7GimosSgbnnmYmn89SizkR1KsSBYLkiU1U0zXVOree53G5R9QUlRAeWEexWku6kLB/u3YikMm2NpIw0dLGH3uwkOLq62RwKO/IbrmPUhEERQ7iCKi3QOAocaT/0fDxDZ8iBEJIKbn4jznKpTKCYd07YMlFIqyeXML4eY1dK/+K6Gghteq4ZYlLDaJUK2P8IonOTXNj2Do6EI53b2l9Kz+K1qkC2sijGi/gdLSU0FLzk+RZX5w45cpys85KnPaEzIG6WOqybXD1i4/Tms2UizIORfP4Lwz5h/t8ExMTExMTExMTI5BjpppxvG4cB7u+nTsc/zd50OPNxCOsGVXK9ZwGGPNEsJFAfQpV5KZU3EY4tsTR/Y+h2IJVr/2Ii1xmD53Dl6nHbvdjsN27G8vO1FRQ7uItC9FtHlBFIhFE0mvJ0lnzfoWmlo9jK9KIzcjmbHkD4us2xyiqdGPlgjx/D//QGFpKVn5JUd7KkBSuHr3V//FjsUvozicSIoFYQ++gIIooticGLrGjro6/L29jB9dSSgap62zG0kSEQSBRDSCr772kOKKLH+LwBO/R2utQ7A6wOHBiEXASMZmGXMSclEF4bcXIYgCosOD4/zr8T98B9Flr5L+vbuxTp57SDEcDM88+wl3/uVNJhTD9y90YZHC6NjQ1DgdYjG9zSLu8RdRVjEGf+sOVKuH9U0J3vxQZ87cyzh/QSXVU+aDdOz7ho0dXcmiv/2BBxa9yNKX3yXf5QIhQW8wxO/+/iCXXXAOk8aOPtphmpiYmJiYmJiYHEMct46v3e3tdOxcRY60GQMRDANBUrAXzEVy5qC4Co52iJ8pWiKOv7EBQ9NAFPEWlR53J599VrR0dBNbsRTxuXsRrAmUzF4S7smQU0GPP0Cax41hGP1m9vJxaHy86B/3sPqJB3nHmk/m0y+CoVNWWswdP7qNwrxjK8viRCf+6cfEmxtRgy1Iu+JQobCrS2Ld5h4EVEBEkaGjw8c77QEMkv5Luq4jGgmsVhFwUJqTILHx92jenyA5jm7WqqHrvPfr/6bhw7cpnT2P7KoxdO/cSfOnnyYbCAKiNPz7ShBFFNFCp6+XjdtrKS/Mo7W5CcNmQxAkRFnGlZN30HFF1yyl567vgxpHsLmTscZjWKpnYoR6SeysQfO14v3mL0HTCC95Gq2ziegHL2GbNI/gGw/h+/3NpN16J7aZZxx0HAdDXq6HhGxjS8DGQx9VUe5sxWmHiJRFnqRT0PwoBT/8I6OqKqlxldLxwdtkeDL4/W//gsft4aV3ljFqinLc/FBfs6GGN95ZRl5OFqoao72tlZd27SIcDiOgm+KViYmJiYmJiYlJCsfL77n96MFdvPvGm/z7+WdRhCjXnq/gUCJoevJT9WDtK4iKC0vWRJxlZ+EomH2UI943ajRC55YN+JsaaN2wtn/LnKHr5I6fRN7kGXiLy/rb9zbtYvVDd9G84kN0TQMByhecz4xv3IbF4Ty8sTXuQG3bRaJmJXrABxiInkyUsSch5xYhF1Ue1usdDvI8Ttrr1+IaJaCVlqJmFZE+YS5Pv/YB27bVcvlFZ1Jf34goirT6AlSUFjJnatWwcT5Zs4FV62s4d/5cyksKj8JMRmbFytXsePVZitwW8kSJsG4gIbBuw2aaW9tN8eoYIvCvB2j/dAXOijEoLjfx0Ezk91bj82Zh99oQrRHCwQCxRAK7w0J2hoWKAgMDA0mQaW53sr0+TCyuUpQnIAU/JVj3Jt7x1x3Vea178n7a169kxle+Rs6YMTjS06lf8QkNH39MzrjxJIJBAu1tCKI04hZgWZbo6u4iq7SC6TfcwtpFD6HHYzgycyiaOe+gYtJ6uwk+8QdIxJMZV7tRYyhFlTgWXEbX/92IumsT4dcfwX3ld4it/QC1aQtqcz2WCjeCAYYkEHzlfqyTZiPYHHu+4GFmdEU2Bdk2Yj4/a2tk1hmFIAjEBSvFJS6y005lweZuRlVV8ubizXgjAvPnTeb1Nz+gNxLhvDPnHTdeUV3dPv50/yIsNjtWi8KutkYSiQSyJGKzWSkr/Hx/+GRiYmJiYmJiYnLgHDfilWHo+Dc+QmTnC4TqJKLhMCHdoKYpi3njFGJxA90ADB094Sfa+BZ61yd01p6Ds+oKMrOPzQV9sK2Z1Y/cw463XgJAVxMDxuSGwY63XsSenknlWRczevYpeN1OVj/wd7YueQ2bywt9p/LVPPcI3uJSJnzxMCxqNZX41jXEViwh/OFLGMEeDDXWF5KOIIgIrz+E4PRin3kOjou+gpxbdOjXPWR0GjauoLerHae3DYcliGAN4ClLp61+M2veeQ5ZS/Da47XklRQzY9IYco12Vi95jXjzRNoo6DfEliWJLbW72LRtBwvPWXBUZzWUPz70JIEOPydnO5mZ5eTtoEAsHOK0OTOYMeXo+PWYDEdrrKW9q4eeL92KM82JKz+PXTsasW7dSPWad6hO68aoPomdvl7ad+2iNNFCXrqGVQdBAqFAJDZWZntbOsvXJqhtlhlblokttPWozivU0U7jiveZds01CKJI0+rVlMyYQUZJKd7CIrIqKsisrODje+9FkuWkwD4CgiBSu3UL59/0X/S2NrPl5aexZ2QhSAd38l/w8TtJ7FyP0Odr1X8di4PIR6/guOir2GdfQOC5PxD++FXIK0AsLsc2ehxGYT4JTcVyzY1I1eNQNBeakUBCR+DICEJl5Xlc9aVpPP1mDf6GbiRZJiFZMQSRzR06n+4Mkl7cgMce56nF27ny4mpqtmxn3qwpjK2qRJaPrRMT98SKtRu597HnEWUr6W4n3XVbUFq2Y88sQlN1RETmzphGUANfKEKxx360QzYxMTExMTExMTkGOG7Eq+D2F/BtuA/FYmNMaRYrazz0dnexfG0Qu9XD2KIINkUnaXRsEElk8ckWieWfPkN2yUa+efsfsNqP3Kfo+8Zgy6vPsebxewm1NiHb7YCIZBniV2IYxIK9rF/0ANtfeYqqslJKPG6684rwh0JIogiIKHYnO99fzJjzLsXiPHhzdj0cILjoLkJvP5XMYJAVkCQE2QmihKAbkIiCJKEHfahdzfTe81MsZeNwXHQ9UsbR2c707pL1dLR24Wi6Hy2wlYRmpcueht4aJruygu7NL3NK5joc3lIivTXYSr7Plo3vsebDF6nI95ARlxl/6oVIsgXD0DEMg7NOmYXDZkM6xrIZFsyZgX9UCb66HWwJyhQ5JUrzvPznTUc3G8ckldDKD4nkVyLYHIRjCbyxGGgqsXFTiJdW4Fj2FpaajYxNS2NKQSFxfxqRcIyoIKDFVeQtuxAyA4ydbqX0HDuPvBThidcFqkfXcXplA67Mo+N91bh8CWNOm0dmxSgMXUcUJdRYHKvbzdSrrwLDwJWdgyM9nbK582hetx7fzlokJXVbsyjJxHxdrPjnnUy+6ka2v/kCGElR60BRm2qJrFqcmnEFYOigaei9XYReuh/LmKmk3/wX4i4NrTgHy8SvILvzSYi9CEJS/DFiEWRLMareixYOYXUcmSwgSZaYPrGYd3f6aerSsata/+cYiiThsdnYuKmN2h0dxKJxLp47lsqK/CMS2+Fi8fvLuOvhZ7HZ7ZSWFLKzYReRnk6qS4roTCvCH9HJzXAyelQ5jYEYu/wxU7wyMTExMTExMTEBjiPxKtyyFFGRkGSZgF8jFo0jyRKxcJA33ouyJtvJmFIZiTi6ILNtl0ZTSw/oGr51K3n7mX9y/nXfOdrT6GfNo/9gxT9+j6RYsTjd6Lo+8gl7goAoKYiSQjyhsm5bLaPLSqmqKGX1xs3ohoEgCAiiQLirHTUaPWjxSq3fQs89PyGx/VMEmwesDjB0jHgEQbYiKFZcV9xK9OM3iG9dBRgoxWMQXF56772NREst3m/8Eik9+9BuzgGyq6Gdn97xCj0dfr59sYdTRrlQkZAE6EoU0LYjhOgdR/nCL2ERBBq3LCOCm8feb6a48FJyT53HmJnTsDmO/RMZAW68+nK21O7kR7+5F4fLTjwWojcQ4Od/vJexoyv47tevO+YEtxOReN12GD0DwdBJICCoKpKuocciYLESWrCQQOgM3EX5uHOz0cMhInX1aKKML5rA2rwT5yuPYbzbiu0smDsjjWdfaaSpLczUL4RxZR65uSRCvYTa6tCiYZwuCUd6JZqqgmGQVlyMoevoqkpa4UAG5tgLLiCtqARXdjYrHmoAwxjIKu1DkCSivT3kTpxK/vRZtK5eTqi9BVfuAYoysSjoWur4mgq6jlBYjHLKGThP+TJyei4YOlrnOjQpgiikASJGJNKXxZrMLkWSQUsQj3VgtecPi/uzIjc7g/I0CyvTbRg9UYREcls4GIgWmfqWIKGYysSpRcedcPXhJ6v40/1PIwgS6WkeOjq7CfR0cvt/f5/mrl7+9foHBIN+zpw7CRAw+n62mZiYmJiYmJiYmMAxLl7Ft6wj8sn7ICnodU1IbogU2fhobYiA34/FIiaPWTdUdjX1UN8sIwgSghBHQEUkjiCIZGd7KTFeIbDRi3v8DUd7WtQ8/wSfPvAXimfMIn/SRGxuD6sef5xEJAyGkTQ6HuGX9t0GyFvqdjK5egy5mRk0NDdjsdowdB1vUSlWj2dYv/1B8/vw/fWHqA01CI70vkIVMSMX29T5hN/9F3qgGyPQg/drP6X7tzej+doILX4C16W3oIw6meiyV9CDATJ+8g9E++H13tobRYWZ5Oen0xkWeHq1m831Om45hGyxoVrLmBtYjGXGAiqqJhOOJdi1uR65cSc/+cH3KcnL58UlH1Pf3kNV2fEhXnX5fPz1/idRJBmH3UJHez27GgMYBmzeupWrvnAehXlH19DbBOyTTkLaXkt8zGQMVCySiF2EACDqOoKeAElB6DswQLTZkJ1OVL8fJAvxqskgirifvAu2RSmoEnDaRURRQBSP3KJejQQJ1K0h0boDweHFnpGOGo/3nyxo6Hp/W11V+x8XTJiIYRhIikxaaQkdmzYh2+0pRu6iLBNqbaS3sZ65372d1/7zempeeJLcidMOKMbYppUYsTCC3Je5qiWQ0jKxfOFL6GOrsbjzkd1JUV3XEhiCCpqGZHOgJcJD3m4N0FQkxUM00oSmhZHkI/N+lp+bzriSTFwbOohENewJFXZvZjaSf3WPg6sumHhE4jlcrNlQwx/vewpBkLDZLMRicbZs28w1C8/GkBVefmcZhiGgaSrTJlQf7XBNTExMTExMTEyOQY7Z9Iz4hlU0P3gX7VEdOSefWMVFJJpGE/tQIkvJYVT1GDLzCzBkBYvdQkVpGuedks4Xz/Jy+QVZXHhWAQUFOSQ0CYsMORkygZ2vo4bbj+q8OrduYs2j9zB+4SVUn3supTNmkj1qNBaXC4vDSems2QiShKHrKYvCwUiSxLa6Osouvory+WejxaMYuk7+5BnDtubsL6Fn7koKV4P9YgQwIkEcZ34J1/lfxTB0gq8/BAY4T70UPdAFCQ2ttQF0AzGvFC3WTWz1+wcVw8EiSBInTcwl3ZpA7fKzYks6b20s4cVP8/n3OniYuTy6yU4sGKJ2eyuL3q0nt3o8q1dt5s//eJyi7HSqyo4Fz659o+saDz71Co1tPnJzMunubCMUCoFhYOg640ZVkJOZcbTDNAHsJ88ns7cZ25LnwdeFqMjIaRnokgVDsWJYLH0itZHsIEoYgoiga0iigBCLkMgvgcxMItt03lyj0aUrdCYkOnqDR2weiVAv8V01CA3rEQ2NcE+Aj+9/gI6tWxD3clKnpmloiQS+hgaKp0+neNZsHFnZKe9roiQT6mzHV7sVd14hF/z5UbLGjCPUcWDv02pdDYaaSGZPGTqiJBM873x2Ta1CctiRRAf0iW2JWA+6HgNEdC2OTpR+gUgY+CsgHdQWxkNBlCW+cPokvjCtALxWElYleZKuoWOQFN6uOLuay86dekTj2i/0OHqsGT3agB5rSW7ZBPwBP3/+5xMEgmEsFhkQ2LptM3OmjWXeydO54y/3kVANEAzystOpKC0GQBEFtvjD1PgjR3FSJiYmJiYmJiYmxwrHZuaVYeBbuxLfBTegZGZjLStE6wrgHz0Z55bVLFj7NkKak9iYCnbuasTZ3UieHERpB9HQMNJkhBIrY85ysXlXPivWBVnf4GRccQQtuAvZcfTM27e/+QJjzjqDgkmTad+yBS2eIKO8jMpT5rHjgw+oPvdcwj09dG3bhuJ0Eg8G+zMcdiMKAuFwhNbaHUxYeA1Ny94nEQ4e9NaW6EdvEPr34wi2IZlHooze00747WdwLLiM4Mv3YSQSBN56BNLTcZx/HZSWoNkk5PJLEIuLEe1pyO7RqGoQWT5ymUwXXzidneEEH320E3tcRZUtGIJEFFi7PUyGW2fJeyt54d0GwpZsDJuD8dXlXHnZ2SiKcsTiPBQamlr4wz+eoLWrl8qKMpqam7HU1+Cxu1Fy8mhr62TKxHEoisLqtgDjs5xYzO2DRw3R5cFzxQ1oLzyE9vxddK+pQhKseCJRBECXLYQmz8OQB06ylHQV2elGDoWJK3ZEw0ASDLqjEovWJBAlD5FIhNVbtjNl6vQjMg9BkkFSMLJKENNy8a9fiwB48gv3KLADySxSWSa9tJTepiZOvuEGVj72GA2trcjWId5+fW9drtx8Jl7xlQMP0mLrP2wBXcfIysU2eSo2Q8HQNLAYgwNLXlIAQ+/LFBMEMAQMzcDQDFT8aEYcohakrCPrleh0O5hdmcMuX4T3wwks0RiCIBDXIDvTw7e+NOOIxrMvdF1HD20g2vY0Cd/boPmQEluJe7/JGzuvZsm6Ntb3OLACWjAAapDCXA8//+F3+et9D9PVE0RWXOiGwbjRxWRlJMV3hywiyyKt4QTjTN8rExMTExMTE5MTnmNSvNLqthDq7IQZRSQiIeLxBEIiBlYr4RnziRVXYF/1LjZ/lOnl1VBSRbDXTyKhkkBC6GpB3rod62iNk6cpiLh47b1u1mULzLesZtq5R2bR10+f10vH5g04vRaKpp6MruvkVFWhRqNo8TiFU6fhLS5BsdnIqqhEEEUKJk1i9ZNPIAnKMGFKsdrY/sZzVF14GSVzFrD5lacP+pSuyLI3Aa3f8yUZc9LoGEEkVvMJ1knzSP/uX1HlBPFMAcFiweYqJaH1oBsJBEHAUFVE7AhOB5FAHU5vNaJ4ZIShkqIsxlflsnyHn2iLH2m3Twxgs1iJRFVeeaOWDza28YMb5zFp4vG1NWXz9jr+7+5H6fT5GTO6jGAoSHNjHfOrxhB2eOlQbWi6zPzZMwHoDMeJqnZTvDraeNOQZs5GCoWI6xpKexs2RQBZQquvRX5yBYblOzBzDkDy+dIN7IpMVJQQ4zGs8RgfawqqJCDrGh63mzknnXTEpmBLy8FeNYtYfQ1qSyNZZeVkj65CEgV0Xe8TfowR+xq6jmy1kllejqFpGIYBg97KdE3FmZ2Lt7jikGK0n3wWkaUvJrOugJCRoKZrO3OKpiS9sFIQQBAwBCGZ5Ro10NqbMYK96KITlDRUoT6ZTWqxo+cnEOWDy2g9WPJzvSixBJJFQrVZkGIasgytrb1s3dJMQcERNDzrQ9MhoYJVMRAE2FzfzZI1bVTKzzCj7G1ioopocyLH09H0AHLTPVhbX2dT4LfYS6eBGicU9SP4mrnjW5dRV1vLi2++RW5u8rmPxuJY5AFRsykYZ36el3T7kb33JiYmJiYmJiYmxybHpHil+rrQQ0EEQcQAtHAQqxoDXUOIRdGz8vGfcxWGzUJRRXKLQaKlhYSvl4AKhihiX/4Ojrf+RVRIMH6qxtrNNjZsaqBgYg8H5qZyaBhagkD9BhIhP/EeH/njx6NrGrqmYbHbsTgcGLqOIIp48/MwdIOiaVNJLy0hs7yc5jVraN24AdlqGz64KGBoGuMWXs2OxS/TuWXjwZncaglgkPBl6Emj4+xc5Lnzcc5ZiLVgwv9n772j5LqqvO3n3FS5uqpzUHcrtnKwoiUnyTnb2GCMMcnkOAMDA98LAwMzLwyMGcBj4gDGxsZgbAzGGUdZliwrWDm1pA7qHCuHm877Ryk6Ykm0xTf3WUtrSXXTPldVp+r87t6/XSojTHcjih0IoSEwkGYBpI0s5ZKA4kOg4DpZbHMUwz82WW6hSJCJVVFicT896SKhbPHIcIRAovLCtgEUn8bSBSe2UB5r+oeG+PaPbqdvIEFlZRzLcti1ezcff+87WDJ/Prfcfh+Jjh5qK2I0NZRMnFUhxspj2uP1kJS6dcbipc6gtfWljnqqij5/CaGVT2Le+1PyiiSwcBlGeSWF4WGCEYPR0TTR1Q9TSAyyxolh2Q7ZTIrrrriCqZMnve5lXddEutbJ8WoSAn+smmJvG5gmYmQY4TNw4yUBxe3pQqmqAV0/RsSSrouq60gpS6IVvGJukrZNsLKW+PjXH88boUQPlcpKXCCg6CyqbEERCpKXi1cgizZuwcV1B3EzaeRoL8LOQUCAVga2jZQu9mAfdt1UjMraE4rvzRKOBohGfbiKOFxaKhA4qsYL23pYvmJsPa/yRYcX1z3Gizs6WX+gAUUI9g5lmVTRxiVvewzb5wfXhysE0nLAaEH4erlscgdPDGzjxeHFRIIuejCKG4jyzQdbsYY7UcpnIFWB4uRRhcuZS2YdvqamwMZEjjMNjbDmifAeHh4eHh4eHv/bOSXFK9+sBQSefIhs137c+mZQNcLRCAOFROmHvOsgXIlw1cNZTXo4guztQRUGlh4kd8ZFaANd+HY9h3+qTTToYGgKPn1sh5xq30q+fTPCdfFXN2Nm8zhmBn80UlrQHVrsSYlrlxZZRiiEPxrFzOWpmzOHgV07cSzzlX5WUrL3Lw9yxmf/hSWf/BKb7/wZg9s2UT37r/dDsbv3Y+7djDAOimOy5LWlX3Ud6tnnoPpCGHrD4WwJ18mC66JofqRj4brWUb4wAildhOpDEX5sMzlm4hXA7JZxTKlqp30oT6BgodhHuo+prkNeVbn2ktnMnvz3Y2Y+ODTCv3//5/QNJggG/Qih0NrayrjaOHNnzuA/f3Yn+aLENE0mjW8hGokcPtZ5jWwYj7HDCJejhcqw8+lSp9SODvb+/l588ThVc+cQmTkXrWk8I3f+AP3+O1BnL8JUfARwqVj7NFp/B38pSOpiGXS1gSlzLuQD11/3htct5LtxHZNwdOpJGYeVSYCqICprkOk0spgvCVFSglnEzaZRYke81hRNIzOcon3VI7Scfz5GMIhtFilmMscIWK5jUz19zgnHp1TWodVNwDqwGxQVQ7r4VP2gbCWP+F3lkhT7urCTWUobc6U5ItJQmo9VPygC0pmS6BiJIsb4OwMgbzmYCKTlopj24XlMUxVW7R4c83ieXPUcrTv+QCTgY5z/AH2ZEG6xko8sWEVF3CBrHXz4ocrS/XPk4eaSyyqeZG37ZAYTOlDK2hrx6SCqUCO1pO0sIfsA586Kc/6Zpx8ef1XAoLU/xeLK1ylN9fDw8PDw8PDw+F/DKSle4fNTfs6F2A/dQ2baEuSsGWiTZsBA4vAuUlEpKSoSEKhS4io6fr+/VGboD2LXNBDdLHlyFaxJ6BTVENt7R7hSSpQxSEuR0sUa6UU5sA0qxiERbH/4EZA28669tlRq9yoCg3RdXKCQSqGoCjOuvIrEgQP0b9tW8pg5KvZ0bxcAM699DxWTp2Gb5puLMTWKmxxE+A5maJhF9GXL6TpjPnUqBG2JCJe2ScfGtrIHywsljpvjsNn0oZgUEBKQCmKMSgYP0dhYxYcvn0tPZh27LYdIModwXSQC23WZMSHOZ961GKEdX3nl3w6Jk96EYw0ikKiBaYhAMwK48w8PsWnbHirjMVRFoa+/h4DP5Rtf+AI/vv1u2rv6qaupwTA05kyfa+qRlQAAIABJREFUfPiMpuvyQFeC90yqwkvAeutQdINA7STS+14CKbELeZzEMLHyIIG9mxHxCOrUmSjvvBF73x7sPRvQ/QFsIDKumgfSafbSTdCSfPlzn2HCzFfmjXYM97G77wAXzFyEABynwPDgSmLxk1xaKCU4DiIUgnC4lJ2pKCgTJoPrHhHihUBRFPY98yRD+1ppueAChKJQSKTIDg8dFq+k66IaPiadf9kJh6ZEYoSv+TipWz6LIVy29SbIrdzC2ZcspWBbWMkEVt8IhZGeksCuqAfblRz8dGgHPZUkpbFE4wjpInQfin/sOqceYsuubjZ2JFDTBYQjSyWOh7/uBO4YfYcBFC14+MU2psSCWK5BPCyZXDvMNXNamdaYJOcclRX8sq8z24VzmldTUT2DdR01mLaGKH1BIBAoQpIs+tjQVcXqNoNf3vcS77psDj6/hqYqaAqETrn52sPDw8PDw8PD463g1BSvAP+S5YSTPRib15Nr34CIVVM2NFJa+NgmhaZpyLMvPvJEWkgUTUUpZEHxU/pxLEEVrDkA22wdXSnHGEiTz+cJBf/2JrxCKKjBCHZFE2rVBFzbRuDQcNo8hKLgOq8sZzmEdF0iNdW4tkntjGrKmxrp27r1oFR39DWO/L127nEY+QaCiED4sL8Vrku+ZQqVwRh+G6R42UWOGaBy2O9GOi7SdHCxyVsHsJNZfPVj38GvuS7OBdMrGE2bJDN5/I6LVDQKNly4eAINtfExj+m1MG0QuR0Uh+6mOPIkwikiihsxdFg98lV+t3kx27oKUDWfoXw/em4Igxxf+YfPkkimWb1hG9WV9SQSaQzdYGJzEwCulNSF/QxnCziuRFM8+eqtJFBRj2vmyfe3EaytY9aFy/FlR3GDEURVNbJYhEAAbeYc5PjxCM2HrsCmvW10bFpFTf1ELnnvF5gw89UzKu9d/wyP7XiRFdPmo6sqhVw3tp3BFzh5pW6qP3RkHjiYMSpdF9d20IKBg3OAUxLXHQdHUaibPYPJy8/GCARwLBtfWYzTb/oga3/xC7LDQ9iFHC2XvoPqmfNOSoz+JRcwdMbb2b9zG0/VLWXohX3MmzwRVdUwrSS4EqGqCEU7Rmjj6AzYQ0gX6Vj4KhpQfWNrFj48kqa1a5TBRBH9oJgWdVIUVT+uEWD/vj7WrN7JGWfMGJN4NMWlazTMnzYuYNmEYRY2DdI2Uo7f7cSwR3HkOHh5aaZQkZSSsEbysGegnKbyLCV168i9VhWXyRWjLJ/cQftohBc3bqe1cw//8K5LGQr5iOs6Ud0Trzw8PDw8PDw8PE5h8QrXQdQ3ohoKaDqyWCTSVAWKhizkMZ59Cru/HevTX0aPRNEMA1XXCYSDjKRNkOAbHaDTUdgpVYKqJFswOXvJojERrg4RHj8X13GxO/ciwhHmvu1tCFV9XeEKSt4wrm0TratH1XUc03rV/RoWLDuh+PTx0zFaFlLc/AzCF0ITKtsSHdSbs4mr0Ve6xRxuJS8QDriDI8jBLiQK0l8Dqh+bXUjHxgpXYYTKX3nRvyHhSBDVliBdnKAP1zpYciIE23d0jWksh5BAJg+aKgno0N47ytM7Egzve5R3L7wTJegiQ2H0Qhi087BSTzJLfoNHfZ/GiV1BQC3ius2kRgc5d2o106e08LHPf4lwIISmqdiOi3QkoVDpfT1asFCAK8bFPeHqFCFUNwkjWkH2wE6sOfNxRkdRKhsgFEK41mHxRI3GUVWVTCrNSy+up2nKYq7+yJeIV7+2EFUdKce1oS85QG3QYXDgcYKhCRjGyTP19sdrKYTjWJlRhKIiFAUrm6Xz4UcQmoYQgrJJE6iYNRs3OYrUdKonTiplCbkuWEXc/n2EGybTvHQpm357N5VTZ7LgA586aTECrKmZw89XtjN/WjVTKyMUcwWCwSC4IFQF6dglzzFdx+3ch4iVIyLxks+fdA8L8tJ1UH0hAtXNJzW+v4aBgQSOBorrYmeLLJpbT8wOsXJDN27QT8TQqaiIvPGJThKqqrBoSiW7u3ezoyfG/oEIIb9EqQhx7VyLog3OwV8SwhQIRwW766C3GxTy8OBLjaAIVNfG8fngoF6oqZK5DUMowmViRYL5k12GEs+wZkMtvoWLWFAxtp0ePTw8PDw8PDw8Tl1OXfEKURJJwtHSYikUwbHKkI6DHongq21APPogqV/8F9Er34U+YQrSH0RVQZMFtI3PEtm2mocJMuKAmUkxubmZKy688A2vbBYH0Y2Ko7ycjh8tEEbRNIhVQCGH292JqK4Dvx/Z34uULkpNfalU5SBSSlzbRjUMpFvyoBKv2jVOUDVt5gnHKDTtcEcuy7VZWDkVNVSFnc8hxFFvEQHYLm4qj2MVkHap7JBCHjT/YWNhaTvITAq7qx3qJr/qNf9WGIZONB7E0JRjkikMXWPLgTTtB4YY31g5ZvG4EjZs3sC2bY+wuq2GfYPlJPJFLJnmR9c/iD+uU7RLXmaOJtGsAK4OlUG4oOZRnmw7By2oomqSQLyC5/sdrvuPx0hYzUTLbGw3iWUWWH76PJoPmrVLVzJo2/QNZ7igtmzMxurx+uihGGUti0nZHVh2B1Jxkbkg+GpKpXZCMNTXT19PB5t2bGL6BUs4fflNxEKxVz2fY2dJp7eyINbPuHkNuJknODA8hC9QT0XlWSc1dqGoBKrHY2VGObpUOLVvL6GgQXlNHH+2DKmqiLI4spjHHupHCUcQ4TKc/u2IoXZkvIpkTw+xCS2c8dmvEaw8CZ54h0QnoK27D8UpsuGphzHOOIuuosZUn4ko5JGpFARDoPvAMFDiFbjDA0jLLHVq9fnB8IMLWqiMcPNM9GD0xON7k6QSWV7aPYyTMnEKFu9820J697Tx9LouHMelriJCy9TGMY1p1oQq3Cd2YoSBgs1gUqeirgtdM7ELAmkAElTzoNGVtRPhljz8M8VqhvskurBQkFghcA41IJGShwfqcFWVeKSeMyf2UO2HyS0T2FAwWVHhzV8eHh4eHh4eHh4lTlnxSigKgepm0u1bQUqEotB6xx2kOjupX7aM6ORJRK+5DnP1cwz85/+HUduAHDeFos8gvm8n6r5trC7CsM/kkmofkZZruOT8c6mpen3hwrazpFLbT9rizzWLOMU8SiAAwSBSVUEtGc0LfwCZSiJtG3HQUBgp0QJhNtx1F9UtE2mcvwCAVF/fMabtrmUSaWgi2nRiXboAfAtWUNi8stRmXshSTPJgK/mDpUJ2LkVusIPiyFDJyORQBlagAvzlpcWjopS6kWUzEIqglI99O/dEKkuiYJEtOmgFi0NFlpoC/aki7UPZMRWvdu7r4ennfktjfIhxoQyNob281FvLWU07mdcwQtYpo5QWwuESJgHkHZgZb2VZxTo29k8jYwsEpdLYgqGhlTUzZLvIQpZKvZ8rLzwXKJUMhnQVFIWh4qtn63mMHa8o81VUylouZdtoF0bPY0QUhad3BBlJ2Ph1QUFXoFznwqtrcOsreG7v40ysmExVbBLV4SMLeSld+vseJp/rJGgIpk2LYfjHEag8m0BgHEKo5FKj+EMRFPXkTPO+8jqCxSy5A7tAA9XnZ8KZS4gWhlFUBZrGH5wHVEQwjAiEkEJg5rKokUqIVNDf0YMWinHxf36dSE3diQUkXXI9W7CcFFq0Eg0f737HNXzig+/jvgf+zF+eXc3OiZMZSadY1Bw72JFQHs6yEmVx1GgMHAfdMFCAolDRYzWE6ltO2n17s7T1jtI7WsDNFamtDLJgTgNrUwkUUfp818YDjHVC5YwJ1VRGfGRdiVsocvqUai6+6BLyuc8jQjPQCgd3FDq4OYQJqoDePDyz72KEK9GN0gMatZjDcUwQKqLYhbAL4Gsmq0Z4YEstX7hgPLuUEIP5IgGvy6CHh4eHh4eHh8dBTlnxCsBfMY7iSC/F5ACKoqAoCvXj6ynPDaJ1A5Mmoy07CznnNOwdW9GH9uKEIgQbKtmhz2HN9nWotsXyMy/h3Os+/Irzm7bFr55/hPNmLGBSVQMAiZEXKBYHEeIk+WwIOFwjAYhYecnoGJBlMZSyWCnr6WAyg6LrjLTtY2TfHsadVurCJaXEtWxU3UBKiRACxzJpWrqCQOzEPZwC51xFcf2TyJf+Qsof464ntvPu+Wfg96s4Vp7M6DbM5CCubZb8Yo5eOQnl2DHqOsTLwXVQo2NbMgjQ0z/K6h0DjCaKRCwHV7qolBzQVEUwMpwe03jW7Ohna08EVVPw+0AVggtaOlkxYRdFNVBaSL8KroSgDtfN28TidJHO4QCacqQzpZQQ8DnsHKykfbiMf//lGm66SrJiyXgChkbSchgXMF713B5jQ2FogLUP3MmCa95HOHZEyLW0ANvD09ifEFzXeICl9RkGRwV7clHa1Ea0QACtepT6qsVUV5Tz561Ps3/bFj5+1tXUH8zCktLCshIIIVC0GLHyCwn4x+E4RYrJAVRfkFT/fvSmmSdNhBFCEKqZgLSLFId7EdIivnARTnsrbiSG2jAB6dgIQBECqenk9rbSu+5Fmt7+HooFE7Uswpmf/ziq4mCOdmLEm447nlz3ZvKZ/ahVDVhWAseC+qr5CN3Pjde9g0vOP49YvJw1O/exauMqlspuRHU9xapGFECxLLJFExDs2XOAgc0bueT8CyifveKk3K/jwSpabNvTR6ZgY+dMLrl0HuXxMGWxMEFdkLIcZreMfbfUqZOquWjJJO56Zjc+16Wu0o9Sfh5bNy9k4YRtmNoMpCvBGUQprMcQsD09nlVDH6VjJImmHFWALiWq5YDM4VqDCH08ts+PK1xqowEuu+htPJArcHm9l3Xl4eHh4eHh4eFxhFNavBKKQnTiPDKd2ykkB5lw/nL01i1IIWDKDECUul+Fw2jzFoAQaJpKajTBgytvZ1xlkBU3fJFpi8591fP3pUa5+Yl7aIhXMamqAcfJk8t2ECk78VK8Qyi6D9UfLnnFCLVUHigEZjKFGgyg6HqppTiAYyORBMqinP6hDxOqrMCxS23SJy8vLai2/emPCAFlzVOYee2NJyVGoWpo13ySF9t66JxxAev3dTP1uU2cddoM7KKN5SZKRseaXhKoDnU8VNRXFV+kY6MaAfyxsV9ktbYPkDJL7eWlK6nQTOxslowvjhSCp554iWvOnzVm8QQNlZX76nmpR2HZhAHqy3IkshKrMIRq12KXuscfxdHlo7Czr5K8EiAeNo/Z0XYFkysSzKgbIlM02NkT5v6Ht7O74wI+dO3ZdOaLrKgZO18cj1cycvevMB67j+GCiXbaYvynn4sjLR7e9gyZfArLX8OfR1QmRwvsMqKkFJ1yTdKVdjjgLGSyLgkaNdyw5B38zxN3seWuW6m/4v1QNw6BiqFUkLNTaEoElSDZkXb80Wo0fwTVCFA7ZcFJH5NQNSJNswhUTyTfvx8zOYgyM4ZUFFTXRh7MMxvMu9htrVR17mRiJITefYCq5VeiRmNIq8Dw+rsI1M4+IfEKx0QYBopQEJrAySQoJPvJGZWYhTyaZpBIZZjftY7hlb9ApocgHGW4dhabGxfTF6xi/conGM3lCQz3c6nVTnDFOSfpTh0fxaLFoc95RSzAtVeUTPrnnjaRpqYKunYlaRr36mWkf2vOPq2Z369qxdF0LMcmHKrivpEvYDg3M6P8UQiAkoNiEl7IncNm96PY+W66RyKo6pG5S6JgmUmEsxddb8IOVGAFfJjZIp945xza/RrBvGB6dGyN8j08PDw8PDw8PE5tTmnxCkriT3TSfLSBTvKKghPwgz+KiMbBsUplba6LMAwMw6BYKLJx205qasZx8Qc+xaQZc17z3H5NZ0njVIYzCRyzj77+Z3DdAuHIyeviJBSVQM0ErEziyJg0jcGXNjL00ib0UAgj5Kf5qqvRpItrmhg+H76yCPJQV6/eVhxfgMaFi9i/ciXZkSEWf+QfCVWdPHEoX17PfyWihFu7mTtzOjWVesm7yrYQlgW2BYYB/gAyOYJMjqI0TihlXkn3oPuugXRthFAI1k9G0f1vfOGTSCFvMjicwgZEziQcMrjhijncedsTCCTClkxrGdsOiIum1VJfppCxJKt3V6IFFGL2IFdPEqguh+vKhCNQLUAWkWZJG9QFbNoXZ03fZILkcA0DqakgwZGCumiOmkiemD/PtJpRqqLDuMm1bB1YQGPIR8w45T/e/78ml0li2w7hx+/liWQP2YiP/uEeGkI250w5gz9sW01Hyk9bOkRVwGV2zKHSLxjIOOwayrNi6gwc12WwkOXKUC3WYz9ke2srvfOXsei8yykLz6NYHCRvdVGwu4hWvfZcd7LR/EEizTORUlLs2EnPs49zX6KaJeEU2/NhYok+lst2CPshEMTd9RKJng6i7/gImfYn8ZWPJzR+yQnF4K+diXlgENeR5IoGw/l6rGwex+3EdhykpuPv3kv9Xd8miIsbCKMVczS3reahxiW8WNGEc9F1aGaRj+5/iCtPuwYuuv4k3aHjI5XJYwcM8sNZbjx/KlMmleZ4IQSqoiBdMHxvTUblkpkN1JeHacsWsG2H5oYGJjZP4sE9n2dX6zPMd3/OPu1ctubOoN2YS1Otw0jPALliJaZ1pCmBQoJJjTkkE+gYrcQO+MjlTS6Y18gV58/iW7v7+PSUsX/w4eHh4eHh4eHhcWrzd7O6DVY3oSg50v33o1rV2KNluFoNrhpFCEEhn6erfS/bd27FGO/n8s99isaaV8+wcV2bdGorVnobn5rkp6Kig46OXWh6GTX1V6HrJzdjxRevQQ/HsTIjJfN5IbALBUQ2QUNTHMOnoQoJkRjCMpH5LDKVRKmuw030QV8rauNU+vbvxbZszv7St2hcuvyE45LOQa8todDT3UVZOIzPzvDcymeovORColGLalnAMi2k44CuIVwXEa8stZLv6YCy8lIJZCQGjoXqDxOsn0KgsuHEb9ybxLFtOvszdHalkHmTufMbufSS0/jjfWsYLbooDiw87cQ9wt4M9VVRKoMGqWQRv+Fip21i0QQ1kR1IqwHNlrgaqJZESA3cBMIpeXRlTEgk/SjJDFK1QLWxw2FcTUG40NWn0dFdhvRX8VJ3DRdN2UzLxOn0qArjDK9k8K0mvOxsTEWyoW8/j2ZGaV31EP949lXMbZhILBDBcmw0Ucpi1IVkXBhaExLTVVBVSOazfOfRu/jj9rVcX97EVXNOp7yyGm3qHKJV9QghCLstJEfWkxhZh2FU4A+M5eeu5ImnGWGCB/YyKT3AIDBBh+n+HLquohYLiNoKuqYuI7ZlLfKub2KcdyGRlvNP+OqKL4yrVdPZq2HKAKqqoKsqfl3guC5oBqrPh+mP4M+MEnAyDEbruXfeO3hu/Oko0kWGY5xhDDNr8Zkw5e2Hjd/fKjZs6+SZrQNMqwzwgRtOP/y67ThYxSIGJdPzt4JQwGDexCp2tw/hHixFvXDxFJLpFGuy57OhfwrD4SayikZj0CaXNlnfWolQVJbMa8AwFCY2lDFvRhk1VXV86TuPYxkOliOp8Kt87rpFrEoWuKo+TrVff0vG6OHh4eHh4eHhcepyyopXRbOIIhR0/ciPWH/lNJJzPs6m5/+bub51dI5EWLWhiKFICBiMxCMsv7CMWbMWsX5wB92JTjTfBBY2TcenHTlPKrGRoYGnURSd+klBQuFphMJTMXxVCKGRT4/i2Bbh+EnohAUIoVA2eT6JPetK5YOqSvXc2dQbBXTHRNY2QyBcKsdTVEQkhlAU8okEwtXQJi1hJJ0l0d3NBf/+Q6pnnniGRWFgN4XkPpR4BcJRmDFxEr+89QdYVpEvfvXr6L4Aq/skM8v9NFdWoAgQ0kU4NgBqTQOqquBKCbaFZdno1c2E6iaj+t6aco8D3cPs7k1D3kI4DmcvaqayqoxAQMfJuoT9BvGwb0xjCoX8LJ09jtZnduMKiMgin3rf23HcRxDuMAo1KLYFQistnAvr0AWMmLC26yy6RmvwaXbJZsy1UTMpJBrILNLci6JOwlJidI0G2Ng1j6uvms0Puob45qwTNMP2OGFqz7mIXxVH+dHTe9Fck+z+XVjLLqe+rApXSqpCZYxkk2iKQtqCTYOC7oxLyPAR1v3c/vwj/OS5B1EVhacDYb705ZvRtWMX9ZHoTDKpHVhWgoG+R6lvvB5NC530sVhmFscpcqRTA6AIhM+P1bMfRUouPnca/Vt3YhVManwWBamwT1bwu13lhEZ6ucl1KISr0esnkxzZjW3b+PxxdCOCz//mHxhICf1ODQUng6pK/LqGoZSkHU1VMRTBY6FG8hffxNs7HmPDaDkPzLqc1orxLLC6KKAQLWvmkphDXh2ge2CIeDROwG8cblQxlvT3J9i2v5/sSIH3XjiN2rojnoGaqqLpOhYaDm+dwHbBogn8/pldCK3kCVldHuWmK8/kL+v28sKuSoKWxcT6Ms6eO55xVVE6rxjBlS4zJteiHWW+fvcD62ntS6JUxAgpkps/cR5KfTlKIs/CqvBbNTwPDw8PDw8PD49TmFNTvCoU2XP3T3ArKpl75bsPv+xK6LItVoUXkgw1sXxqP+Fpkv2ZEJty1Yxq5XQGkiwxIpwz/QraBvZz24Zn6Mwkedecs446j10yHhcqkdgyIoHpICVmagShqVi5JKgnt+RN0X1EmmeR79tHITmIv7oGqSzAKRRR6poQQkFKF1UBqShYI6MUN6xD1DSiL1wGTh+n3XQ1oYoqcl2b8FdPQTGOb5Hq5JNk+zeh1TUicXFlATc/iL+yHL9P57v/9xsYhk7KlKx89FHUDY/QEBRkJs4hFy7Hh0siOcpwNks2X2D7xs2cGXQ471++D2+RcAXQ2TFI/2gOx3RoGV/BJRfORjN0mhrL2dbdQ11zBbVVJ39h/0Zcf/Ec7l/bhpkvoqiCslgF61rfziLrh1RUSGy1CmkOotgbMGwYKMKD/d+irauI6ziIQ9kgQoAUCGkirS6EUokTiOH6fSjFIh+4/BwyFXUsF2niXsngW86e/i7uXPcUiq5CwUKk8jy19nlOr55ENFrO+PJx7Ev1o7kS23HZn5SoioqhSLb3tvPAulVEA0GkqlC0TZKpUcyChW07+INhKsrLMYwQmqrhuhqWOUomvZNYfOEJxS2lpJBPYFl5CrlBBBLbLiKlc7D0S5bei/kiSns7yo6dyNkzycybQc5ReeDJLpoDJlutGE+k4uTx8fWFI9iuxT89FGapspYL55YRjJQRK8uRz9hE4tPwB95c8wnXdTEtG+VgAwkpJQejQxVQlJJNaYto/XjSi1awqX8CnaM1BK0CIYp8VNmGlk9SKBtPgSx9g2309qfx+1Wa6muIho+dK1zbZGRkhFzBRCgKkbI4scjJm08OdA+z/UAGMz1KXRUMDPRRyBcJhGOEAn6EELhCwXRfI/NKuqQSIyQzOaQUBEJhyuMx1JPYmnDKuBjV8SBdfQlGRjOUx8MEfDpXnjmdy5ZNI5/LYeUzFK0iufQIU8aX43tZmWMimeMPT2zDiYSIaXDLZy6gZW4zz/ZlOC8s6evpwrRdNMNHeXkFfm8u8/Dw8PDw8PDw4BQVr7J7d+Lcfy9uXS3DQ/0EL7oGvWE8WzpfYk37dsbHa3hhwCEpg6Qdg0HLR21UQiHHgUIdljGDsOIyrX4675E6G377YwZb91J17QdK1kwyhuIGSmVzloKtZFB0Az1UhlBUjFDFGwd5HOjhGPrkBfgzIxQGOrACERyriJSyVMKiKAzkXUa7eqnr2EKZmUUMdxPKpKk57zIAktv/jFtIE2w4gewrRUWopSfniiJwhUo2MUxOSzOaTKFqCq6qE23bzNmrf0bxQCtSKIiXXqC3bi7rWs5lz75udu1tRTcLXN63jvEXnwu+sfW4ejmmZRMM+rCKKa65eAHhcCmehYtaeODZdirLApTFxv6p/vj6OHMmVvPc1gOEFYWgT8Euu4wH9kouH/kqsShoGlhDsDY5gxfFJ9GNAIPDrZh2FEM/ZOKuYFo5XHMPPj0IvnE4IT9Z02bFrAYWLZ7If+8b5Msz6sd8jB6vZHx5ORfqCr/+/RoS+/qRjuTOe9dx91duRtcNRFk5DQuns+DSs4jFfQirJKynCgXePmc5p4+fzedv/w6jG/awff8g837wR0zLxgVURaG2cSqXXHUu17+tgtoynUzOxHXNE4rZMnMkE50UCiPkO9fwkc/dxojpYmgqIMCVCMUBx0VmiyjpFDIQJB/xs+TyG/j3z72N3h0Bbl0zSlDXiKg55iirue9Ha/jopg6GRxwe+JXLtyM6/lCERWeexYc/fAOXroi+6VhVVSEc9JPP51FVlYJloSoK4XCQx372Tb77m0fp1wIYisOjvjwgSVg+XEuyzpHc76YIZBOYsQacEOTTLlOXXc9XvvQR9uzvIBKJUlNVTu+OF7nzrru479GnSSRTOI4LCHTdx7TTzuCDH/0077ryzBPOh9q+uxuHIn0bfsqHPnQziqpRyKaZ97av8MhtXzl43VLH0qNJ9Xdw122/4Nf3P0hbZze27ZYEPEWlrnkKb7/xo3zig++kPHRipXj/9auV/HldB6aEXXv72NM2yOnx0ny6c+Mqbv/VL/nz488yPJoulW0KpXSP5i7hvR+8ifdfeymbt3fx33euYlt/lqqyIDd/8nwWza3nGz++lef//Ef+YetOckUTx5UoikK4rJzlF1/HZz7zCeZNqT2h+D08PDw8PDw8PP6+OSXFK2yb0WKBSSN9DKx9iscaqlDaNlHM9/POeWexczjHlt5Otici6IpkZrnNxKhgy7DKntFh+vJlTA4H2NLTht8VLOwbIvv8j3jupTVMufydzFpwFqbVTzK1nlRuM+HyFlR17DKGjHA5Rrgc1zbJPnwHd2/NMEyImYEsm5M612t7Cek2sjKG7ujk/nIPVjKB0lyGU0gQP+2GE/JmUX1h/OWTyWcHKKjVJLIaeVNFdnYhpTzY706gPvALAu3bIRhHkQ61qQ42NMxnbaxbLjNjAAAgAElEQVQO5tcSnXcGZw29xGf8Uwhe/WlQ3zqfEtd2GDZt0gWbqVUBrrli3pFtbskZ/VCpy1ijKIKF02p5ZnMnjgKqqnPOvIn8qPU0ft1zOzM3/JawnuQ55Wq6ZRPRyii+wa109Bk4jkXGdFAVBUXJM74+Q1PdVNbvNMgF/ZiupDpk8NX3n8FfhnOcXh7COImZFh7Hi8svv/l5fvFvPyXlHHl1OF888o/uLrp2bGHzI1u56T8+xtmn1bCxa5TxFfXEIjFuf/B22n/1IOaQBUDyZVcYGBhgy4bnuOeBOfz0h+9nRrXG4ZK+48Cxiwz1b8d0BBHzfgZevJnN62D0DY8cASA4ZZSwLnn74ght7SmkSLPt8R/x2z27jnFpcoDhEWAkQffdv+GRR5/mljv/zEcuffPdESvjZYwkUqXmFkDBsoiqMNLTx67WPYf363+VY/sO/2Xv4dfCk9sIBcK4roVp5rnj+//EV7/1M5K5V3ZVBejtvYenH/49D/3zd7nt25/lRIqSfaEAB9bfQ2rkwDGvD6fzhAxobKxE358jfFTp84FND3Hdu2/ihR0Dr3rOgYF+Nq9bxT1/fojf/+Y2plYd3wMGx3Z4fO1+ulJFqkSBWEWAutpS18M/ffdzfPBr32M4++rH9vZ08fRjf+S3N/0fNNHEvpEcrt/Pgom1LJ0V4nPvWcH37nzuVY8dHByk7dZ/457f38mPfvMn3nvu7OOK38PDw8PDw8PD4++ft9ad9jUItEyj7AMf5dnFS7lf1/jRmsex80U+eMYNNFXNwHZLizlDKZWxhHVB3hZ0ZSSakKiKwq9XP8ZVP/w/vP+X/5e9E1qIX/kelr3jQ0ydfyZCNyirmI+ml2EWhxgaeBr34DnHEkUzkNk8ZxdaWZTbizHcz/uMPcR1B1W6+PNZeqbOonPycuwXHsHev5Xo7LchFPXwYu140cKN9I/4OTAcIFfU8esGYb+fSCBANBCgLBgkUdGIrQcxillcoXLH4o9w14J3kld9FIRGU0DjvAUh5NveBaE3nzlxMunuG+bZ7X2MdCf5p5vOJBY7Us5TNG10x0KXY/9/fIgzZ40j5NdxdB3LkdRXlnHVWdOxQ1U8oF7Pr+Wn2MZkLENnYpVG/2gtphNlydwmbnzbIj7xnjO4/eb3cNt3v0K8fD5JV8fWNMy8yT9eOY9ieZgyVXBJfewtG6PHEZ746bf4xL/++Bjh6rUoDO7gsV89QlDXOHdCJdfOW4FMdvPId350WLh6PdrWb+Gfv/hHkpaCegIzerGYwbJd9OJGQqM3s2/wrxGujiA0haIp6Q8LplxXTWHwD3S8TLh61euO9vKpG9/N8zuH33TMZZEwVRUx7INZSZbtkDPNV2Qn/bXIQgZsi7KyGAfWP8pXv/qT1xSujjqKu7/zOf79lgeP65olbFY9+DNWP/7AK7a4rkQA8+ZPJhQ0qIgFAbBS7bzvnR98TeHqaLY+8Vs++rF/wT7O6FRVobG2DNV1mFprMXdaLc31cZ66/etc9/ljhSshBL7Qy8opXYfHfv5v7Ny6llh1HNeFeFhw6xc//prC1dFk+9v4+A3vYWNb+jhH4OHh4eHh4eHh8ffOKSleKcEw1hln87VsHz+O+BhNp3lk6wtEDvopNcVr0BX1sL/JnlF4oV8ipUY8FOX5vVv51qO/xrEtdieH0JZfRNn7P0Pt3MUYRumptW6UEQg2AZJMajuJkbUndQzSdbDtImYxTSbVfdSfPjKZfjKFIdIHdlA40E713BksWDSeWq1ISAOfDn1GOf/V38JXVqbI57tIKkE6w5NJJNvoPfAiQ/3byaS6sczXeNz9BowUFFJKNQoOuiowNA1FCFQh8CsKg5bk1jlX0/WOq9hz2lncfNbn+N2sK4nqDhc7u1gccriurpxowE97Tyd9g0ky2fwJi2rHy8oXWhlKFZgY97F08bEdBf0+HVvVycu3LjNs+oRK5oyvxHTkYTPoRbMm8fFrlnHhuacxfXoDly0ax6euWcQn33kut379On7/k5v43teu4YsfO5+P3HAms6dPIp2RPL1uL24wgFUo8IW3L+T8C+ewYTDL2VUnt0umx3GSbeMbt/7XMaKNUH2s+MCHePCFVdz3k69T9rIkwM4ta/nzS9349HE0RivIrH6Onp7CMfuUNzTxr9/7BouvXwwvO37TM2u4/7keQsHjyyB1gQMdqwn1vINw10cxinCg682dQ0iJ6Upaiy7Jzl1seXTVsTsoOld/6GPce8e/ccGcY8Vua3Q33771juOKvaG6isp4FNd1EUJgOQ5Z6/hkmiqznxAFFLfA/Xf8iuTLprNpSy/ltrt/z798+LxXfHn+8NabGbDAp7+5r9U9G5/mxktO50f/8/PXF/oEBP0aZZFS9tRTd/yMp/ccm1NWPfE0fv67R/n19/+J6pe9FZ7948+4Z2Xbm4rtyLUF3/nsRVw0fzyGoTF9SiVkO/nXf/0exxSqqlE+8/3f0tfdwQ++/N5XnKZzz/Ok0jZl0TCLq0b56R1/PHYHI8ynvnYrTz78G86Zcex7JNe/me/8+O7ji9/Dw8PDw8PDw+PvnlOzbBD41coHSaeTRPxBwsEwjeXVZIt5YsEI9dEKgj4/ObOAIhRGigJwMVSwHIsHt6wmb5kYmo7pODhm8TWuUloqCEUnm9lLrPx0FOXEbkkhN0q+kKVYTOE6FtK1cewsIBFYIG1IO4i+XtRdexCVMXKzp6MaOrt6FJ7oy4Ku8WB/lLaUytvnOYyfZXNb3xSe/VOaWz4wTFlYo5AvkssOEAxVU1U7603H6ToOSAehlDoGHlr4SUpezLvSeXotGJk+Df/cqWQONFGbS6IU8sxWB5g7uItcYS6pFhXT7KGtqxpFgYpYlMba6leY9P4tSYykOTCSpXXfCNcvbiJcduxTfylKgzJtieM4qOoYlw9KGElkqYwHyRYsNu84wKyWUjfA+soybrxgNrbjoirisLClh1Wi4VeW+PzqvrX0mxIMl89fs4APXruI+7pGWVYZIvwWlUV6HMvowCiTJy6h4O9n7/ZtjOZNGmYv4Z7//hKVIT8supa7f/NL7l3ZcfgYx7YJ2Vn+vPk5tnTu5ok7736ZkKHw6X+5gSvOj3FnbioV3cMMP7fvqO0Wq5/dh3pTy3HF/NjKdTzz/Eb87lkINYCuKjy+7m4gc3if8bPmcfM3P0sQEykUkBLbtnFdietKYtVN6JbNaeUR9vxxHYPJYwUk35lXY7znGnor/Sy5rp9nttzK0Xllax65j878Z2l6k/qbrmtMah7Hnv2dJNNZzILF1BWX8vmqFgK6jtK1AWPPZvyuxHIk2pRGnuka5MHn9h9znmkN9XynRRDPtjFU0Hl0/fZjths1M/n6f3yXBRPjXLB0Ovs2X8lvXjxyjtHWNTy7fj/Nhg+r8FrfOUfo3r2af/jkp3ls1WYyxTdO0WturCKka4QjEcDirkf+8rI9Anz1B7/kg5fPAy6CgSHe883bj2x2Uzz2yMPccPYn3/Bar0Y8GuQz75jHLT/bSOvedVzzi6/zfPuxxaxljVMo9O3gGzfvoJjUaairIFVUCEXCNI6fyigT0ewiZeYg29dvYNvgsR5tF73/K/z3v5bia4mqLFnxTnqOepOsevBe+r/5EWpO2V8uHh4eHh4eHh4efytO2Z+AXzr3GioCUe5Y+yh+n8q5U+cTC5YySzRFRRUHDYQFqEJFERoZM8u06mY+d+M7+civ/5Mnd7/E4uYWzppyrE9GpmgynGjHKB5ACB1wkbLki3S8OI5JavQAmcwAorgL1epBCBWhBMCYi5ZxUNQkItiJs2UY9gzgtkzCXrYU/AaKIqlbMJWbb9nHcM5Bt3Kc3hLgqyti3PFSkDalQCGX4/erk3zysiocRyJUlUCw/I2DexXKIiHU/lKGgO26FC2LgFESnBwJrbkCpqvwhwNNXFDZxUfrt5E3Ber9LxAZGEYZ3EmQe7Df/WEy8+qI+Hy4RRgeTZJMZwkF/ETCQWoqy9H+xmLR7j09DIxmcFI5pja9smOZYzu4rovPUMdeuAKeXbeXL//Ps6RtUC2Hzbt6ePfL9tHeoN6rs2eE7/3iWVbu6kMYOh+7bA4fvHYxW5M56v069YGxEws9Xp/4hPn84r7b6Ol+is592+noHIaKaqzkY4zkVPp272Zra98xx/gDQa6Y46e5wsdvH1vLU89tOmZ7oKyS5bPGU5GGT0+exgNnZHhy9b6SgdRBtu2TpJ0g0Tf5Fu8bGuFPTz1LMquiqqeBUFCcNLsHjn1PNrcs4uLzFtK1r4NkOo+i6dQ11FFRFsLMpCkUMhQth9m+HI/sWf+K63zo8hnMqIrSbQYwa2dTXRGlezh1ePtQXxtbdg/QNK/6zQ2AkoH9lPGNdPT0MZTMMmXR+cxaejGGnsMXnM3m3/+F2F/WMruxkoFzJvG7f/7tMcfXzr6C2773WSZlWynm9tG7eRWJxLEC1Nx582lpLGN0ZJhAKMKCSy7iNy/++Kg9TFa+uJP3LS3/q5zHdm19nvue3PhXj3F8k4/mqg5csxtSFm07j73HsfqJXHzOEa+/C298F/Hv3M7oURrimo3bKABv1vmqWCyydtMWfv2HP9Hb30dtIUZ7x05eXlAZr6tm17795LMZbMdl3IIVRMqiNNfXkMhqxLIaKq0UC0nueeiJV1znmitXHP77uDMu5vRFU/nD6t2HX+vu3suOvQlqpnnl0R4eHh4eHh4e/9s4RcUrl/7eXTy+ax2KUChYFl+6/2doqsb1i8+jLBCmIVjJ8/3bCAWCLG0MMlp06Uj6WNI0g28/ehfrO3YTNvxs7t7PLU/ey9euvAmA9qFePn/vTzgw1ME3zmthdl0ZBcstpRudAMmRdtKZFJrdgb//Jlx9PmAj1WqcyplITcVWwihKBfK0OpyJKrK+FnQdbAdbwLQ6g/NOD7O+LYsvFOSiugFue87mvp1BEDZN9S7hgIaUAiltItFxhCN1xxVvKBigPBZlaCSBoiiYjoNq2wR1nSHTpqvoYCgK3cUwv+6eQlMoT0tohMtyw8QT3VhzLwZNxa8FcHZ3oo/24s68Aj0Uolg0SaQzjKbSjCRSlEXDNNRUoSp/mypV3e8jZ0nKdcHiRRNfsX3ajCbCkQCRV8lkGgt2dwzRMZxnXEwjopucNqPxTZ/juz97modf3EegtpKAZXLh6RPJAtOjAZQTMOn2OPmkUtsY6n8C3dBobmlkwrQmNMdh7UM72Nnfy72/e5rdvccKIysuP5eWaBDVUlgaChK14OiCYF/NRCosAzGaIei6jKgagahCfvSIfNC/pZ/+UZdo5Zv7nB0q9XUdCwUXVfMhCkPkzNwx+7VtfYIVZ6+kvb2fgmkhhEK4uo5r33cj/3jRXMq3P40zeSLZ9Agvbn25vXyUxXOX8t7pS0r/nDuHcRvu4R9//OSRXfLDtG3rguMQrwA0TWV8Qx2h9Fb6BraSr/FjOh1IRWWnXsOBCZfR9K5L+M4XP826/UdEM62snltu+Q/mn9lCsriMgDVI7x8eJvMyZaZywgLKDMEwAsuFSY0NRICjXZj2v7CH/NJlf9XXiXhZlq+qB5g5rZ6tW/e96mOUGv0PNMdvYcueSzljXAW97cduD4w/ndqjKoer6iYzv0HhyY4jA+nbsJehFIz7Ky0K167fRE9/L489+RTrtu0EFAzDID0yyPDAyx3RNAyZo2f7Wno6u7EdiZQQisbpnzqHeFUMaRXJ5IogJO3dL/Nz08fT2HT0/B3lzGlVx4hXpAZp29XDCk+88vDw8PDw8PD4X8epKV65LoPJEYK6j6Jbag0f1nxE/cHDu1wwYxG7evZQGZQM5mwmxlWWT17GlJpJDEwZZV37Hrb2thHxBTDd0lIgmUvyqd98n7UduxCKzn88t5dbr5hN2FDgBDKvpLQxiwkMZy++wc+juOBEr0QGp4NvCsIqYIdcED4cGYUyAXEBjlP6AygI9mWKOHP8TJ3p5yo6KRYFD47E8TcXoeDj9BmwfEoY23EIR+qJV0x6g8hen3E1VSSSGWzXQRGCvGWhKYKCK3FyacLK/2PvzuOjqu7Gj3/unTWZ7IEQCCBhCVgiGrSgGKiiNaAFFS3iAk9prHWhWIpPrZWi8tCmWpCaakF/pigoRlRcooW4BBVQY4UoBpUghiWBMJBkSDLJ7Pf3xwSSSSbJZAFi/b5fr7yUmXvvnLlz7lm+95xzVeymCHyayqHjeg5bIxkw6houm/Nj9AOH40WHodZK1OanUT7YhD1+NMqQ0YTjX+DX6fFQ3+DAXt+A3d7A4AGJWMJ7PoCk6FX2H6lj7Nhkho5IavX+8OH9iY+PIj7m9D1RsrmRZ/WlX3QY/aPsREebGZ3SOo3tcTg9NDiOMnBwOEcdYDbqMRkN6AB9N4Ouomc11JdRaf0AVVUp+8ZKVN8ILLEWIvQK+c+/wz8+2N1iD4UfT57KY3dNQV/txI2eI4fqONoicKIYQZ/oYJe1msd2l+DVPJjMKg3Nxr543BVU2e3Qp3Nrn/XvG88vrp3Cux/7RwHVOjzs+fRT3PWB0/4O7CnlQIt9a2pq+cefFrP59atY/ZuJDN3zBfYwPVXOwOlgqJFExo0JeCk+pmVZ4OSYPdhzAUPXcPw4+vWPEDYmGlfiKDQtDlt1EhPOG0fUpX3Y9t6zPLM5cFTbrXf/jekTR1BT7Q+4GaL6sN/UOoCmGs0Y9Ab0ej16nR69SY9ehebDj2rrD1DvnoAlhOtS8/nL/rCwGM4e6WHQ8JEs/PlwJt1QGnjQE6trqfW4fSZ2Ff+HYZYx7G9RXSl6Y8BSaIpBhzk8cCO35zBV9U4GRoX2XMSS0lIWP5KNTlUJCzOiKD48bo06bz3VNS0zqUbp9o9xuwN/e1dDPdVHyonu8yN+PHkS8dE+cNvZp7b4Ajo9Ol1gkyQsomUgto5jdUdDSrsQQgghhPjv0iuDV5oGl6eOJ2bIWF7/YBOOejuTLpzElWMuOrnNoLgEJp09Fq+rFKvdyWdlOn40IB6DTuWy0eeTHGHhlQ820mfIMOZOmIS7fic5m9/h0wMlRJvD0TSNYmsN739XybU/SkDThaEoXTsdJaWlNOxZQl/fWzR4/Gss6esepMKTxHeGFaSNHIDJqODzNS4x74OW8y0UoNrt4WiDj0vVYxzBxK3HE3Drvcwca+aiGDOT+0QSrzcQHplMZHRil8/vCSaTkRFDBrL3wCFcbjeqqlDnchMXFs599SWYP3yRrxPPIczn5KyqUnTOBmIN4LkgDZ/bjU5zoZijUapdaAYwHy/DZb4AV60bo16PQafD5fHg8Hg4Xmfnm+/2M/ysgURHWjpOXCcUfb4fW62XS6cMD/q+oqooaMRHd+dB9l33k3HDWBVh4ckXNjEg0kG0RaO2rhavt6OnmPmf3OX1eBg2OIzPjjhwO11M/skIkgfGn4aUi85qcOzHpzWgU8xERERhMOlAU9A0Bwe0YA9X0Kgs+5Z/f1nM1ZcOxeCGIcNBp4CnWd8+LNKIZtRxdlIsy6ecw78++Yp9nsD84/UdxmavBTq/cP+F56YybsxoVEXB5fPyxJIveDVILN9gNGI2qNTaAxeTL/7sLRZuHsKG26Yw6Lv/MDDcwJ7mG1jMhEUEBo99Wut1nqrrKlq91hnhcbG4R47H8sLf6KMNxTxtFmWHjuA0+/BU7uWJR5c3n2lJwrmX8au5V1BXfRyNxjXnNB8+r6vVsSP7xGB0HuPYsWPUqZFoQRaFr3MepMGpERFCVRKfeDZ3L7iaaZeaGWZ6kW/KDoEryEhazxE8HKPqcDVXjK5n26FcPt26E4MOPM2+jCU2PHAReU3D51NoflPG7T3E8Xo7EFpZeNOM6YwcNhSH08XRY8dI6NsHe4MbXcM+fvGL/1DbfM0qzYvb3fbaXcePfYU7cgYP/j6TfoZqriv+gI9sTWuqYTFhDg+c/hzsASDVdd0LcAohhBBCiO+n3hm8QsNt0DivTx1nXz4at8tFdEIYlcf8j9TWqwoVdifbDpbi9HjJGGjAaa/i7++tI6bWwLl9vFw4No5fTIrDGObkUNl6NK+dz/bvRlH1aIBBVTknPgadouDxeYmKHo6idH5aW8m+MnI2vIOrNgVVSQHF/0Q7VdGocRo57thN+bFarv3JSP+C6MGexqfT4dM0RkZFMK66mrgGO32GpLFxkMpb1lo+PW7n/aMOPre5SKxvwLblVf742/kMHjSwO6cZgKhIC0MGJbJ3fzler9c/hdDhwHLBFZhiwhm7eTWxhw+haj4aIiNo+NmlvP/FRna9CAvv+jU6kwn6DIZjxzEcKcLIpXiio3E21OP2eDAZ/OfD6fHg8XrZXXqAhPhYzhrQ7+Ti5N1VYS1jdP9aJl0QfCRadEwE/eNiCD+Ni8i3dMGPEvkg0cOB8sMsfXQ51qNH0evav/w0TcOn+UgeNJBSWxw6lwmj8zgmxx7gstOTcNEpWoMXpcGEZtaI6m9G0zT/n9eHC4hLiMPgsXOkqmna4HclJcy//QlqV9zLvPTR6KqMmIHmEwt9HhdejwtV9XB2Pwv/e/FwDsWqbAkYoqWgdGMKqdp4PRpVHeemjSbtvHOpO27jwL79ODUD19x8Hw8uupk4k4+cv8xnydPvBIxV/fDld/jij48w+aIMoh97FahsetPjwdtOYOOkbj6sVAXMM+/CpamYVDMWk56Ryf6Rjs/+OYuPSmwB2199w2yiFCcVxxwYDQZMRgNhYUYswR7cUfEpUft28+E2lY+PRTFrUB16HYE3IjqR/vPSr+Lv6VeCu4j1L8cxIKEMd91gWt7Z0NQw3A0lNGgaB5ypeB31fPKfYkxAQ7PtvM4W0/B6gE6nY9zYc9E0jT3f7cMSFkZcfF/CXInEG1QOtdhescTx+6V/55dX/ph3NuSwYNEymv/sH7y8nn2/upVzxw8mQmmxOJvHg88TQh6RadJCCCGEED9IvS545Wg4xHHbDhrq9+PxOPwLbCtQd/ibk9sYVCg6osflMTEx0cvIGCc/itNTZvPx939+zGu7DrPiT5dx9rAEaqxOVI8BnSeau0edR5KhjNf378fl9TGmTxSTh8VhNPYhIvLsLqX3na2fsq/8CGZTIlqLRrWq+DDqPXxbZsPl9mI26WkVu9I0lKoj+CLCsWg6Ljbbedk3kMt9DZwXqfKjgTVY42uo0g1jn24AZoeb9975hNfy3mT+nbd3Kc0txUZFMnLoYPZXHKW+3oXHq1Gr2XGfG8uRvlfwn2WbuEzvps9F6ezpN5BXX9yMrUrD7fkleoMB9dLr0PqdhWaqx7f7DYyjrscYFYnT6aChwYmJpgCWpmkcPnIMo17HgH59u5949z4aKp8hUR9Bv36z29jIx49HHwFHJTCh+5/ZCT6fj+07v2Tta2+ya/ceIsPN9OvTB8UcweEqG4qioWmtO2MaoFchMT6Osqoaqqqd9Av3UOOxU/DxV0wcN4afTDi930V0THWYUY+ZUMJ0oGooGqiKDhdh3H/XPCzRkWgNlSz569O8VthsEp7LzpP/epfrMwYSkeSjjwrHm/XjnS6VMMtQosIiMJoHMShRIyliacBn63X9iYsIcTGjDky++ja2T7+V41WVHNq3j6MOlfMvOJ+IxgE7Dz7+DIU7zmfTjmYjpepK2PnldiaPmMigsPDAA7q8uFyBI5XUIMHrvpEDup32ML0Ow03zGke6Nmoo47l16wO363MBU9LHUVtXi9uj4XC70TlUvDoFi671FGOnbT/2sKuYmD6KsVo47H2TloMno8xDsJgUfO5Qo1gKGMZy+dT7sR56iYpd37beQo0kLGwCZ507gfhhlWzZ/iXa/k288mwxzUNxjnpPYNhLUVBbTM0z6pKIs0SEmLbmh1IYnDQAg16PTq8D1UKywcCXLba7MfNv/PW3/nI45Q9/o6psL4ufeLVpg+Ml7Dt0CLiIgcYWo7+cXtyuwOBV0DwS0bV1HoUQQgghxPdbrwpeOR0VHDn8Fh7PcVTViE5nBAXUagM6xYQvzAkK6HUKHnQkRMD5kQpag4qmQFyDiYzUVHw1Rqr2RWDXNEwxBtCpeBtqKbNWU3jkCA6vD4OqsP7bMo57a/nr9XeiN3R+qg1AfGwUPp8Pl6sBRQGjQY9PA59Pw4t/9Mz5oxIJMxvwBZsmpurQfbYNLdyLLimB/Hf3UlBjIW60iaSJA/D4jCTEjOCcfhdxqcHfIbzxiWzcbjeapvXY6KUISzhDLUYO7fmA40MsKMoxcDow6Puyd8hFnHfFVGIGD6D0k5dA86KqOn+oTvOBTo8y9icoPg3f4c/x7M1HHZaByRyBQa+jrs6Bpml4fD48Ph86ncrho1VER0ZgCe/eOlTuqo84UL6f/kOmAW08edFTzkWD72fdjpsBD6cj25fuP8g772+h+OuveP/jT9EUBZPBiA2NKquVPnHxaK4GXC5XwGgZrdl/dXodxzUflcdr8XqdVPsUfD5ocLq5d+nf2LjuGWJjok/5dxGhi0kei85gxKC5UFUFn8+N01mJs/4IgwerYHFhjE7kwT9dySczVlHRbNbVsX07KbM7GJHQH6ORwGE1jnii+15JTOPgQa3uIMeOBV77OnMC0T24ppyiqMTE9yUmPkiQ2TSAyef0DwxeAQ1O/3RCk7nFNeZ14qxvCHjp2NGWo2yMxET16W6yAdAr+OdeNvrszZf54KvKgG2m3nATF593FocPlqFpbtxe8Hi91DQ4cDZelc1DPzX8iCPxlxLf4GZAeBhf7fLhaPEVLFEDMBtA6+QgqLiYJOJibufQzt8FebcpFRER8Uz9ySUc3xuGUf+wvzhr5D1+gAZXDWajP4DpcbiwVQV+C314P6LDuzYC1WxuFmxS9ejCWo9UvmzGhQH/vvwnk3ngiVcDzmNpmX+hd5O5xcgrRwOOhgagaTH2Y0dbTs20EBPd+omyQgghhBDiv1+vCV75fC6OHd2MT6vDXu2lptLKoLP741DR5t4AACAASURBVPP58Hnd6Jxm1HoLqqrgcLnZXbwfs15FNfTDazaB6qWhtoER/fWMzzyH8D4mcHjwGTWUcC+OaB+bvj1GpctBnNmAzenG5XGw3z4Qp9K5BbSbu+byiYSHmTl4+AiKolC8Zx9hJhjYJwKvpjFycB/OHZGAz+vDF2zKoKLhvvAylI/fQCnZzQUjokhSIzhn9Chi4kdhCR9MeHifVk9DNDROx+spHsD54esYd7yA6ZrLMMYnU+sagVHtxx2/mIjOHEEDlUycFEfSwEkcLuuPXt+YfTQNXP5Oq5p4Llpkf3zln0C/NNSIBCIioKZOQe8Dnc+NT9NwuNxUHq/pcvDKWbcDnS4W77GX8bpsXJLaNAZB09yg+VDUxs6WomIwGDh4aB8H933BoCHnd+dUhSQ2Jpp3t37Ert3fERUZhUGvx2Aw4PV50ak6HC4vfWP7oFMVdDodqqqia/xTVR06VYeqKiiqwvBkAx6vF4fTgU5VibREcGXGZCIjenbtMNF9iqqHyAF8UbKPikPlHD16mOLPN2MYfhFL5s3A46xHZzAx7Nz+DO2ziorm866UCGL7XsugOBfDU/7K1180Pceu9vAOSsrr6JvsHzVTWVbC9iOBTyy0jB5GfGyLgEAX+NxOjhypoOLIIcoPHaamqpoj7nBuvvFGEpplOU+QAE2YyX/NjUpLhLebv3OU4q93wcQhjf+2s/Xb8sCdzX3oN6rzT+IMxVsfbCYguUoE186cTr/IcGJHJFNTV4/L7cZ2vBZNNdF3cF8iVKhtdr+h/MBX1HhMGH0NxFjCqK6uoL7F5/Q5/2zM+Kjv0vRHM+boc0PaMrpvHwYPM1GyuykP2A5s4Zuv/h8XpU7H4zhE2Tf/4fNjgftFpo4gpmv3aQLp4jn/klRe/aYg4GWnMzDYZEBBDwHn3mj2B71GnZcI275u9k45xd/sZtr5jSOrtCq27m2xvlVUP/qN6P50eSGEEEII8f3Ta4JXHo8dt7saFJXwiHBMYQZ8WmPPId6H112LVu3CHG3k2HEHG1/expABEcyZOBGfXo+iGYkLN5OQGIXm0eFz+dC8oNW58JnAbILFl47ija/LeaHoIPVOF+PPGsntP7mGwfFdezQ7gNlkYvrk9JP/tlZWYzRohKl1uF0NOF11uDw+NE2jrW6lEpeA/opM9Ds+4cK4KCwXX42mhqO0XBPkFDIA5kk/w/XpO/RZ8zZ9lrxMtSEaW3Ulxxuc6L7Zjhr2La4BRoYOvoRRQwdgq7FjNhkxGfWojcEWfC4US19ITEOr3ovP60SJGkiYp5zqo4fZblVIiI5icEIMx2vq8PXri6p2fq0x0Dhe/ji1lQeYe8kRzurXtBi2z1uL4/gn6EyJKICjrgyPy80152xj4xsPctudK0F/ajtAMdFRPLXsL1RV27AeqwTNv0C+w+li8MD+mIwm1GaBK1VV/AErnYpO1aFTlYCApdfrpeS7fUSGh5M0ILHHRtyJrtM0Dc3XOkrx3cevM+mq2wI67PHDqrjrtgUkNwYOdn2zlR0tFgyKjB/HkIRE0EH6hZeT90XTdCtPTTlPPbWBi7PmAPDa0/+iOjB2xU/HjiaugyJDUZQO8467ajc//+kUtu0+0vgUVoB4+qdcyKxJyQD4ju/lzc/2Be5oGcG5P/IHXy6cPBPTw28FrNu1dtVa7rz5KgZY4Nv389j2wa6A3ROSzmLC2a3LYp/X1yp43ymuo3y55cOAlyKGTGBymn+NPKPBQJ9Y/wjGAQl98AFnWW7gnKTlfHSw+uQ+33y8jS+/q+JXU0ZD/SHeW/9Giw/Sc/WEUWjeQ11OrxJs0axgx4oaxoQf/4R3dzdFCJ3Vx3k2rz8XnTcCfcQgXl+Thb3FaN+MH6fS1qTBziZ5wkVXwKrA4NWrz+ZxxxVNT5V8/8OCwKAhKqlD/VNDJ1z2c9QnNgdMdXzmn2u47eeXEG+EXRs38OmnewP2HjQ4mXEpTaNNvR4PrefiCyGEEEKI/0a9JnilOd0olXow+tCHgcFoxnficVte/Ot3xBlxekyU7K4mIiKCcFMfGo7FEabzoCl6NJ8Hp7sGxaQDo4IW4cJn8KAYVbwe0FQd088ZyfkJqWzf+CVzf/0g4aaem2YDkBB/YkpDHCY0wjytn1rViqKi0xlg8Niml3o0VaExJw7E9ZtH8H6Sj6LT0zc6jL7RA6murMS+ciX6Y7upmzCTYz+JQvXZ0KkKDQ4nRoMBo0GPyWTEaNCD1wWmOIjy4SvdhGLpR3h1MccOenjtiwjGn51Mcv84fD6ty/0OU8T5mIaP5rj3Tb7+6i3Oim1awFynj8MSfyUAHsdBFHbhiL+T2n0fse2zUiZ/+wnDR13HqT7LMdFRxERHERUZSU1NLX3iY4mMjOhS4ElVVcLDzERHR0ngqpc4dPgQ3323l7JDZXjc/i66qjPgq6kkuU84JceaxuVU7i3g59Onc/XlF+KqOcxr69biaHG8QcPC+ff6daiKgicsHD0Bs8JYu/xuju55m4j6cvLffb/F3nrCFQ/rc9fS4Ag+Z02n01Fx+DClpd/h8/lwu4Nsp6gYVRdhZrVZ4AqgkgWZ1/LpdVeSEGXiwzdf4qOS6oBdzxo+iNL/vEn5Zz58NeUM7hvGnqNNUwUPFK3nisuqGT8yng835VHR4tpPHDiYD15dh8fZdGb0ej3fffctL+auw2w2B3/gRTt0egN1R/bw3u7agNfjYlxsfO15jD5XwIjYE8G9MKPK4GFJAcErvBXce+sNfDRlAqXb3+fDL8oCjhneZyjlOz/m89LP8foUysvLgp/jNphMZnb956NWr9cc+IJnn3sOxeM6GdoymsNQIqNaTW38f3++m0O73sFYvY/8gpZ5xITJY2d97hoaHE05S1VVbDYbX37xBUaTCY+n9VMUW1J0Brx1Pob2M/Pdkabf650X/8Kk+q+5ZEwyFd98zroN/w7YLzxuKBVfbecF65c4jh5lUIyB/bamc1Ty0bNcNvkIY5Mj2bzxDapafG7igCTeXb8Ol8M/Fd3lchEW3mJ9NSGEEEII8V+p1wSvdPow9O5IPPV2sKv+ta4ANA3N6QVNQzXraHBoxCrh3Dt7PHHxZpSwOjxGD5pJRfM50TQvilEPOhUFFaMxAYM+hnDLWeh0FsLCkhg40EjayGmYejhw1ZqCTh/aI8l7AwWIOmsYnkF30nwwVIQlHN+Ic3Ef+Y6IioMoEUaq7RoutwtVVXH7fDS4XKj1DZgMBlRV8Y8m0oWj6zcJw8FNOJU4okeey90pEVhMRpwuDwnxEeh0XRl1dYKZoSOv50qDBbO2G5+rDNUYOKJKbx5EVOJsJiTOZkjqIc4/cpRoyxfUHPw7uvCRmKPGozPEdyMNHYuNiSYmOrJpmmUXnFgwWQJXvcc1115HQ0M9LYOg4RER9I9UuGbuH2g4Gf/R2L45jx0f/Bs0b6ugbULKj1m5/BGGJxhwejQsUy7j2JEKVrzw3sltNLeNja88HzQt5135K/5v8W8weR14g4wGA38ecjqd1NbU0DchAZ8vyBp8gMEYxgU/GsTVV13D10eagu8V337Bikd2oioELoYOGKJH8NiTq7hsVDx1DW4skRHEmxVmZN5H0xE0dhW+za7C1p+pjx9N1rKlpA+LpaHFwu4/vWJKp4NWJ5jCo9j51goanIGLU5133vnMuO463HXHgwbQdUYTPx49lN1XT6eotCmAVV2+i2dydrXeAT2/vn8pv7rlKg4euABFVYmOjm7zHAcTHm4hUjvY+vWEoUy5ajqKq+FkoEpRdfzsikuoOHyIJ19rCnj5nMfIe/GZoMe/6Lq7ePC+O1BdDa0Cdi6Xi8mTLyehX7+Q0xwWGcmwCCNX/s89nBz36q1ny2vPs+W1YHsYWZi1jHk3T6a2tp7wyKuJVD3c8Jv/azb6yscX2/7NF9ta723uP5aHly1hbJIFh9uLpmlER0djMn1/6lghhBBCCNF1vSZ4pQ+LpO+YK2ioKkfDh+Z143ZX4fHW4rSX4VMceMMM6FWN1EEKqt6MhobH678brSg6zOYhKIoBk6kvRkM8qmrCHD4AVW3duDVF9cxTuf7bKPif5ticwRxG7Lws7OMup+HDNxhkMdA/aQDlhyqoravH5fHgbewLuTweFEVBr9OhKE4gHKX/NNxeHwbVQILiw+v1ER5mpn9CzyzOPHToVNwNZ1Nj3YA56gLMUcGfwjcgcQADEgcA5+Lz1tFg28zxssdQFBOm6IsIi7oQRRcOmgeUnrs0/AG67gTp/CRw1btERUUR1UY5csWce8l1e/if3zyEraFpZInma7lIOSQOO48161/iglGBT1Fb9uS/sNXPYvXrH7ebjuHpN7Pm6UdJijMDPVOuxZ0/lVdfWs0NcxfwxV5r0xuaRsvYmCV+JE/kPM/V40cAENE4q+uqX/6B1cetzP3fFbhaf+2TjPEjeGzNOq68YDj02DdocvjrclrMsCRpQDqx4WZoZ4H7PrHpvJy7mp/9fC5fH6huczswcsP/ZvPX3/4cIzAiJaXLaY2LaT2pT6+z0C82imBn5h85azjeMJPc/B3tHvdHl2XyzKq/0i/GAARf9GrgwM5PpZ40ZyGPH6tm/n1Z1LraCXqpRm56cBV/uu1qDEC4xZ+G6+c9wFM1R/n1/atoJ4sQlpjKqufWcek5ZwEgj6kQQgghhPjh6TXBKwBjRDzGiNajYJzuo2jeE/fvGzvwAbfLNRTFgNHUF0XpfpBAtKYqEDn+MkwXTEbRfITrdYwYMgiHy43H7cZWW0ddfQMNDiderw+vz//np/jXxMKH2WSib1wMfWKju7jWVXCGsCFE9Z9LzeFn8dYfwpJwNahtL2qv6iKwxE8jPGYyrobduOxfYa/Ox2AajKf2W8ITZ6C0s78QHZmeeT+fj7ucZ55bx9sffExNTS0Nbg9oCkaTiT6J/Zl2/WxuuO4aBie0DiiokYN5OncT12x4kbW5L/P13gM4XR5QVEwmM/FnpXD9z2/k5uumERfR83l15MSb2PrxRF56/jlefCOfI5VV1Dc48Gkaer2ByH6DuGL6dfxy5rUMHRjkiYTATQuWk3rRVaxe/QwffPoFdrsDnwZ6vYGI+AQmXD6N2+bcxOihiT2e/hPcffszbtyFRESEg+ajzqMjddLwkPYdOu5qPtz2Kc8/u5oN/36XI5U2vF4fiqonPCKC4eddzC/nzGHKT8b2QHgaovucRXr6xRiN/hsuzoZ6hk8Y4b9BE2R7Q9ww1m54j+tffoHnX3yF3fvKcTXmEbPZTN/ks5l5w83ceM1UosNPTXX/i98t5ZKp15O77v/x5rsfU1llx+31oagqYRERjLzwMn49+xYmXzQmyDnSkfnHJzhv4tU8s/pZtu4oxl7vRNNAbzAS2acfkzKu5le33MjIs4LnMSGEEEII8cOgaF2dj9EOn8/H2mefYfo11xAbG9fq/Xq7naeeXMlvf3dPSNNBQh1xcgq+SsDnP/XkSmZc93P69Olzyj6rpyiKwkfbtnLs2DGmX31Nj6VXUZSAY7X8bRxOF16fD5/PR5WtBq/Xi6IoxMZEYTQYMBsNJ4NWLY9TW1PDC+ue59bbfo2qql1Ksz99QLCFj4PvcLJTGLhbaPsrisKaZ1bzk0su4awhyb0+X4A/zdu2buG4zcaVP5sWdJuqykpef20DczN/dZpT13sUf/kl3+4p4ZoZ1/XI8Rz1dhwuNxoKZnMYYWZjp/Z3ORqodzhBUQkLC8dkPL33HjweF/V2/5QzvdFMRDujloLxed3U1dXj08BgNBEebj4ja/t1nY/6OjsujxdVp8disfgfrNCLuBz11DtcKIqKOdyCyXD6HvoBgOajvq4Op8eHotNhsURg0IV+jnweF3X2hsY8YsYS3r0pgfmbNhITE8P4Cy/q1nGEEEIIIcSZd0ZGXh09epRDhw7x2IpHz8THd4lOp2PH9u1UVVYRHh7e64MUJxbh9Xjc7N+3r1Nrr3SHf8Hjxv9v0TXV0PxPaAv6QC3/ejxff/UVDQ0NrYJkvZVer+eLz4vYv38fMTGxp+08d5fT6eRn06af6WT8oJjDLZi7sba00RyG0RzWcwnqJL3eSFR05wJuzak6A1HR3+cJXyrhEZH05uXBjeZwjN3JZN2lqIRHRnX5HKndzGNCCCGEEOK/1xkJXp01ZAiPLPv+BK5OqKqsJCo6ulsLb4u2+Xw+bNXVxMWf2gXUe1p1dRUREZEYDDLNUAghhBBCCCGE6GkShemE71tQ5ftGVdXv5TkONjVW/HdQenBdNiHE6dWT6yoKIYQQQogzS4JXQggRhKb5OHb0KDU1Nbhcro53EEL0GiaTiaNWK5YIy5lOihBCCCGE6AESvBJCiCCSkgbidH3Iyy+tD/mhEUKI3sNeV8cll04+08kQQgghhBA9QIJXQggRRFx8PHfe9ZsznQwhhBBCCCGE+MGTBSGEEEIIIYQQQgghRK91yoJXiqqgIFNthPg+UlUVRZHYthBCCCGEEEKIM++UTBtUVZXqqip27Sqmb98EvF7vqfgYIcQpoNPpsB45wnFb9ZlOihBCCCGEEEIIcerWvBp/4QT27v2Ww4cPn6qPEEKcAoqi4HA0MCF94plOihBCCCGEEEIIgaJpmnamEyGEEEIIIYQQQgghRDCyqI0QQgghhBBCCCGE6LUkeCWEEEIIIYQQQgghei0JXgkhhBBCCCGEEEKIXkuCV0IIIYQQQgghhBCi15LglRBCCCGEEEIIIYTotSR4JYQQQgghhBBCCCF6LQleCSGEEEIIIYQQQoheS4JXQgghhBBCCCGEEKLXkuCVOOmzDzaS/9GXbb7/yTtvULjrwGlMkRBC9Izvigt5+Y232bN7O49nreCrA8dbbbP7s/d5e0vRGUidEEIIIYQQoj0SvBIAvPvyY9zzz9fod9ZZbW6T1C+Mh37/K54s+Oo0pkwIIbrn68JXue2hx6l32clacCu/+eNC9tpqWm03IKkv6x6/j3tX55+BVAohhBBCCCHaomiapp3pRIgza88H65l61z/J3fQWFwy0tLvtdx/mknHLUnLeeZ9JI/ucphQKIUTX1H73HyZNv5P/ffJFbrp4KPu2Pk/qT+ew7uNSpp83uNX29rLPuTR9BreufJXbpp57BlIshBBCCCGEaElGXv3QeWu5/867Sb/+xoDAVUNtNUXbP6Nk/yE8zcKbQyfNYvYFfVjwh6wzkFghhOic5b+7m/BR47jp4qEAqHoTqk6PwWikrvII3+4rDyjjLAPP44+/nMqDC+/lqOcMJVoIIYQQQggRQIJXP3C7t7zOq181cO1Pf3bytW8+ymPqVdfy5DNruOFnF3P9/2RR72va58qbprDz7TW8/23rNWOEEKK3qD3wGave+pwrp94c8LpBr/DS3xZx0dhzGJE8hJt+8xB1zcq4iddeSX3pe7z0bttrAAohhBBCCCFOHwle/cB99t5L6OIjGHl2/5Ov/W3Jg3ytjWLVP7J59DfXsSlvOSXHnCffT079Mbr6Kt4rkI6dEKL3+ubjPCp9DZz34+STrymKQl2NkxJ7DGvy3uO+m3/KS088yJ//vunkNvFDR9PfYGDj65+ciWQLIYQQQgghWpDg1Q9caYkVVVUxGpuywh0LFvPMn+eyfetGnn37E1SDGZ3StE+YOYoEfOwv23kGUiyEEKE5uNeKxwdhYbqTr2k+H4YwA/97/wLSxpzDX/65igsS4IOPX27a0RjOQJ2XQ+X/QRaFFEIIIYQQ4syT4NUPnM3mwacpNF+2P2XUMF5+9C8sX19I2oR0jDqgWfBKa/xzuuynObVCCBG6muP+EaMtn0uiaBoqXv8/ogZzyYRU7A0ummYOamiKhttdd2IrIYQQQgghxBkkwasfuKT+YehUDfVEcEqrJvPaSyiOS2Nd9oNMnXguHq+G19sseoWGF0iMGXYGUiyEEKFJ7BcJgKI0VXWa/wVU3YnRWE72lR0jMe5HzSpEBY9PT3xkCvrTl1whhBBCCCFEGyR49QN33uWXUF/n5OCROv8LdVUcrqrEWWPnwMHvWPnok9iP28l94Vm+OVwLgO14BYcxMTxl+BlMuRBCtO/siRNQDXq+3V/V9KLPg9ft5nD5EQC+yP8n+bv1zJs/5+QmXnsV32owbPQ5pzvJQgghhBBCiCAkePUDN2HytSSrDgq3F/tfiBzGjbf+hq/eeIzLrr+T8ITRDDRqbP/kc2KjLQB8/sG7xPQdw/SMMWcw5UII0b6zzruMy4b0ZevmpoXXE0ZdyC9mpJP1u19w+7w7+OPyDfxjzZtMu2DAyW2+2/ERNc4obr5h8plIthBCCCGEEKIFRWu5GIj4wfnnH27iqf/E8p/3nsAAaD4vVZWV6MOjiQ43UFN9HFNENCajCtRy9SXpDJq+hMd/d/WZTroQQrTrvTVLyPzzNrYU5TMo/MSrXqyHDlJxrI5BycOIjQwL2OdPv7qSbdpECp6+77SnVwghhBBCCNGaBK8ENFSQefVPGXjtH3nojhvb3fT5P/yGF7+NYN3LWUScpuQJIUTXuVkydwp74ybxr+UPoOtg60+eeYw/PPkJq99+geTI05JAIYQQQgghRAdk2qCAsESefOl1vLvfZN27n7W52dvP/ZOCyn7kPPtnCVwJIb4nDCx++mV+HFPG8mdebXfLXVvy+Mdbpfxz/VMSuBJCCCGEEKIXkZFX4iS300m90010VPDQlK26GlNkNGF6iXkKIb5ffF4PNbX1RMdEobSxTV3NcXzGcKLMhtOaNiGEEEIIIUT7JHglhBBCCCGEEEIIIXotGUIjhBBCCCGEEEIIIXotCV4JIYQQQgghhBBCiF5LgldCCCGEEEIIIYQQoteS4JUQQgghhBBCCCGE6LUkeCWEEEIIIYQQQgghei0JXgkhhBBCCCGEEEKIXkuCV0IIIYQQQgghhBCi15LglRBCCCGEEEIIIYTotSR4JYQQQgghhBBCCCF6LQleCSGEEEIIIYQQQoheS4JXQgghhBBCCCGEEKLXkuCVEEIIIYQQQgghhOi1JHglhBBCCCGEEEIIIXotCV4JIYQQQgghhBBCiF5LgldCCCGEEEIIIYQQoteS4JUQQgghhBBCCCGE6LUkeCWEEEIIIYQQQgghei0JXgkhhBBCCCGEEEKIXkuCV0IIIYQQQgghhBCi15LglRBCCCGEEEIIIYTotSR4FYTbbsfu6MKODivF24sotfV4kpqxUbq9iOIKdxvvu7HuKqJoX1cS0Z19xSnhdWOvteP2numEfM915zzaSinaXoy1K2WC/H49ovzDHHLeKMZ+phMi/jsc3ErO6jyKa3viYP8F9WY3yinbviKKdllpq0UigutyO7M36E6dGAqHHXtt13KU5EfRG5ypfuT3ulz5nnNXFFO0vZTvcUvge+P0Ba+O5rNo5kxmdvT3dHHnj20rpajHgkZWCv4yl7nPdSEdtUXkPpxFwYEWr4f63e/Px9rhh5RR8HAWuUXVbbxfTdG6LLLeLWv9zbbnkrVwLjfPnMnMmTdz20Or2Foe2r4dse/K68HOQAu1xeStziFvV6hd1+adCRsFK+Yx74WSTn9s8dOh/iYdaKuj5A6hgbZrDXMzsyio6sLn7sxh5sxF5B9t8fo3ucybv5yCyi4cs6fSEAJ/RdBDDeSqArIy57JmVxf2PVBA1sO5FIWct0vInT+P5Ztt3fvcAI35eEVBBxWjneI3Qgz09Gi51Ha6m4LtjWn7sLzDvVqqLsknv7C8lwWvQv1Nytm6umvfO5jOlkvWjYuYOTOHVjVatwI4VvLv71x93WY6KgtYPn8eud+EeKCAxn0Xy/fq3eRvLKS8Rxr5na83m3ewS14IJQ+11FjH9VQnvRv1TNm7WWStK6Jli6T46RDKlpkzydnZjXQ3ywu2zcuZNz+XTtf0jeVgqOnwt3W2Ug6dz7sndaOd2Vltfr9icmbOZNHGLpTuna4TO6f4ubnMzVzTuqwIQVv58YzqYj4pfrqLfaKQdL4MP2XH6kY7sceO09v7ke1oqkN6rlwpeWFeSOVp6H0/f3nTcZ0QpI0Qsp5pb4b63VuqLsol6+ECOt+D7lhAvSPQd27zYnJmLiG/w+0yWLw+k9Rg7yxaT+aYzn1qhw4UkPVwvv/YMe1stzOHmUvbSP2ITB7/cwYJQd+0kn//PHL2dHa/Rn0zWLo+o70tKH56JktK290kQMnqecxc3c4GyYH/tH2YxYLHi0m+4QGeuCaFGF85BY89RPbvs+CJ+0hv77yFwH6gkPyNbhKmTiM1shM71paS/69VvLK9FJsDDJFJpF5xHXN+lk6SpXEbRzmFG/MhcRrTRlvaPZyfvzORk7yY9bcm4D5mxRrpCtii+OmZLHk7+N5dzaPWjYuYtzq5dd6v3k3+xlIG/izw3FjfzQq+fYhsRWtZ9vgmSmrdGCJTmDLvHmanhfBDuuxYK6px+7rwoc34v2/w4r0nrvPqolyyVkPmE0vJMLe9XXu/Zcrcx1k6ta2rs53y7IrFrL+1/V/F+mE2WU9vpdxhwDJqGvfdO4sUC4ALe4WVaoer3f1DST+k+L9/X5c/H+Om/aPaKS/MJ9+dwLTpqbR7tZyCcqk1f7C9dO7jLJ2KP23J48mclOR/+2g+i+7KCd5I6LBsbadcbqGz+bFnf5Nqdm/MJ//SsU3fuy1eK0Uv57Dm7WLKa91gsJA0JoM5v5xFWt8QEx/0nJawZGaznH7FYtaPC14uAWAvJf/pbNZsK8eNgaSL5zD/1gySQyl+O8vnprrCSkxol0tj4z6H5EXryYxxtS7f26nnLdOXsvqWlNDT1l7+5ET5EvrhTih7N4usUn/+dtmtWI91lIdaaqzj6N410u510c55DOV6Sr11PetvbWeDxnPbLc3ywjRHNdaKmMDz6LVR9Nwyst8uwe42EDN6CnfMm01afNc/0t/WSWb83HSSguTdNsuOEOqUjvJbk7bb2N3VXr3efn3avWO3n6c6fjKmmAAAIABJREFULuu71+YItS45UfaHsF/z+ivUMs5rJf+hBeye+hTzLwqxsK3IY9HCYqa0bMd77ZS+ncOqVwsptfnrkoSUyWTeOTv0ugRot51kyGDx8x3nwy63VZs51e3NXt+PrNhK9sMr2VruP4fT/vc+Zo3y55HO1CHtnUdoOpcuuxVrhb3DY4be90slc/16MjtMWwcf2K6utzebl23Bvvup6DMG429zt84PAfVOz3zU91ong1d+7VVg3c98nee2++/H2+1uwNDB1i0rn1AkkPHn9bTs5hU/PZMlB8DY0e6VBSx/aAPt9QFdNmBQ6Clq+zdoLCADXitny+tFcPFC7rsuxd+h1SUxeV4mxZnLyX2vnPTrunM5WCna6i8OCrdbmXZViI0bRzE5v19C4ej5LM1JJ8EAblsJeY8+xIJPrax4ZAZJurZ2bqNCvcIfsApJKBVGr1BCzl0zyWmWd+2fZnPXskIGTr2HFdcnYH05m2VZd1F9z1PMH3cqepitJUxdyvoWHTf3x9ncvMLKwP7dP7673n8LLKQh0F36LYNVpv7rZ02b+a7RnrUseryQhBuW8viFVnKXZvPQw7GsWNL5/NS8k9dmADRUR4vYsgegkMKKaUxLbGfbniqX2mjMhdSxDxpAK2fD/AXkDkzo4FwGL5cDdLGD3JO/iXtnIVsBPiukyJ5GWpuXp42tjywg+8BYMv/wBBkjYsBWQv7Ty8j6bSnzQ73JEEJQEoCdhcFf95aT99Ai1taOJfPP95FGEWsfzWHRQy4eyZrWTpncUrDGemAQLWXu4yy9IMiubTQyMxatJ7OjsmVMJuvXt2gi124lKzMbe3zX7tJ01LEO9lrQjkpjOdV9buy1APbQRl6FEjhpKdh5PJrPorvWQAh5oOSFeWR/3M4GXjvVtLrPFuTzTuSDDDKuyCf/ZAcig8VPDGxnZzfFa35P1ruxZPxuBbMSreQ+toysRS4Wr8gktZ0bIv4yrbQLbcVgQbtgbbI2hHDtdtzGDp73SpbObNZeymDx+vHtHOPUBcdaHTukMjqwrG+rg9d1IdQljXkilP26etPHti2HNd45rAg1cAWQOI05U/N46LlCxs8b39gDclO8ZgFLGvP+0vMSMNSeqEt2k/n3zuTrYO2kEtZmLiJv+Mj2r196rq16ytubvbkf6S1h7UPZFPadxdInxmN98SGy/y+L2E79jo2paH4eu1HO+XWm71dC7vxsf1uoLfYOa4Seb2/uzOHmpfkdDwiB71Gf8b9fl4JXvYuNLe/5L4fC9wuxXZRONwcRhchKeSmQnNTx5zXedUk7FaPOQlKN9SAkX54cOBLDnMzIIbC1uhq6HMu1U/pKNmv2xJA8DErWLWftsMXMHhVCpVRSSH5lCpk3+ANXAIaYFGZcP5ncpbksuDE3YPPA++UtK1R/h7cgNraL36P7bJXlgAVbLdCZ0WcdallRllPw4la4eCGL56ZhAZLmLmZ+zW0sf7GA68ZNO0OReTc7thfCoFmkdqkibMZbQsG//Z3CTR+UMKMzoyW6xUrZHkhOb696clP47zxsIzJZel0KCaRwx9wdFC7LY+vBDGZ0IggdyE7JrhKgnKJvMkkdFeRuz4j2di9lwz/WUBKfTDIl5D66lpEPzG4cDRZEj5ZLzfOoP7Dc5QFbjjLKKiA5ozfcX+rmb1JZyMqV+biGJJNcXsDKlaksXZBOQrDOf/kWXimC9HvmkzGisUCMSSFjXia7M5fzyoflpE8P/ZzY9xaw9rkNFJZYsbvBEJNM6mWzuOP6NGLaCT64t79C7r4EZi1fSMYggAwW/tHOgoW5vLJ9CvPHddSwPyGwsV7+yjwWvJjCwjXzGd88cNDOFI+gQaMuTQmxUg6kxJyu+qFlR8VN4WM3s5wYYgke7uqUbwrIqwDYRMGeGcxuLw/2pMNllJDMxBBa7y67FWtkzzT2T+SD4qfzyW/egTjazjwA2xY2bLSRescjZJ4fAySR+cdMym9bRe7mad0aQdQ15eTfvyQwqNRRz79LGvOe10bRyyubRnGaY0i9eBazb5ncOIKymDbC1+KMKCHv2WLG//qeTl8vKRnXkXxXPltuGc/kGMCxg4KNNlLmLiXz/MajxaSQsWA+ZXOWkPdhORnXhVqOt2b/eBObag2kXzY+sE/x9hJmvk2zTv6pbKv2YHuzl/cj3Z9uIq8yhcwlM0jpCym3ZrLj4+WNv2PXz2Dp10WAlcJiGxmXxnQ4KitQZ/t+/hkJMd0cvenXU+1NO4WbC3APms2K5U15sf2R96eSHdtRoMKKDSRI1o7THrzKD7j7E0QnI5vWjcvI2RlD+lWpFL+1kmUbU05To8RK2T5InhD6Z3X43Ttxt6tz0wZjSRgEBSWl2KcmNFU2jlJ274OEsV1r0Lsrish9bBl5ey2kL3iE+eOg8KlFZC++jeKr7mHhTWkng1JBxcaSQAG7S91k9G3asHxfMZDe1MkJ5c5cY4c3qW8MnImVcbwlFG62A0Vs+tBKeqs7ECdGT3V/6D1Hiyk8CBNvad5wsDB+0kTIKqT46DSSOqzMm9LTpk7erbfvXEPOh5A2b2KLBklnv7ud4tXLyHOkkDEVCt5YRs6YFWSOOQ0jyirLKQUGJraXxlJKdkLClaknyynDmPGMZyu7S+2dGkEZYM8G1nxqISbexaZ1+WQ8kNHsLn47d++9bqyf57L8sTxKLeksXDqf8RSyanE2i+4oZtrdC5l1XgKGNgIWPVku9QR3USFbsTAtpRdU3V3+TWyUvJ1D9nOFVA+bxdJ7Z5BQkcfyh7JZML+QOb/N9I+saq7SSjnJTEluUWieuMlg7cRNhtqtrFq8it0XzefhZ/w3B2x7NrDswSx+z8M8dcOJCqL1tbl751bcQ2aT3jwfD0pn8pBc1u7czfxxXcgJ3nIKP7IC1RR8amP8pNPTNTjB9vUOrCQweWDXO2zdY6V8L1jGxXZ4T79D9mJyHsvDNSqDDArIezSHtGWZpJ6G4tFWUQoMJCEuxB325DBvZvt1d7frwza4vy6mmDTmX9Asr8WMZ3LaKrJLSnFPTej+b9EpSc0Cmp0YjdUlJ0adJTDrwSeYMSIGd8VWVj6UzaJyd5dGCJ9qHddDLbg7N9H21GhvKlgnD7WnkILa8dw+pmWudFO+OZtlzxVSXuvGkJTOnHmZZAxrdsH3TWPiiBwKPrYyeWoC1NqwAslJLX5lXQIDh0B+dTVd7Rrbd61lyeNbYdJCMlveyGjZZuyRtmob6eix9mbv70eW7i2CxGlNQTrzWMaPg60lpdi7Gv6zbSX3DSsx8TEUr3+F4nGZpDYbldVeAKc7fb+ORzh1ZVRb15S/lUX2NgvT/nymbvi3YCukoAiggIKiGaS0Gqaff3Lk+ilZgul75PQFr0KdyhAqr53St5az6LlSkm95hDumJ1BqLueh1QtY4l7KwquSsQTtrAXvtLeXEdwVxRTvLWd3SRl2wH6giBKrnWq3hSmhdLB69Lt3PG+4tSQmXp1G7uPZZA18gHtOrHn1eA5bSWP+ZZ27bG2friLr6S2U2sAyagr3PdE0h378HY+zYtxasv+5jHlvQczoacy/Z1bwhvWgycxKe4Xs1SsZO/gO0hMN2HauJfvFcmKmZjK2vWH9Lbh3FlJICnPOthBy8KqNhnXnG9N2Sl5YSZ4jjWnT7WwKegei4wLZbbfj8tmxHiintGQH7tQ5jQ3dFtMGD5dRQgoTW86YGJhMCgWUHQbaK/iDTQfpJvveDWQ9nA9XLGZ+q45pJyojr5WtTy1h5WZIv+ceMse5GFm5iOyH78V952Juv7iN3yXob9l+0MW2r4jS0lJ27KsG3FhLiimvrMZKGlOGt5dIF65aiAlvVjubLViArY/PZebjJ751J1QWkv1oHva0+Txxq51lv81h0QoDDyyY3M40LRuFK7PI+bgUm9dCyhX38fgtaY2jesZze/YKxj+XTfaj88jTxZA6dT4Lb2y2DlZPl8k9wkrBm1th0Gwmd7bx73Vjr3dhDLc0BeocdmxYMIZ1ISld+U3cpeQ9vJwNX1ux65JIv+VhMq9orIuGTWPxE6nk/yubNfffxprIJMbecg8LL20sf+MTSAoSzD9xkyFpfCduMpTuptAdOKo1ZsQMZl2ay5KdJVhvSG7surRew6W8FEhJbtG1SSA5BSgtx0pqJ7s9dopXP0RuRWP5+GQWa+MXMzuk9Qt7go0dn5ZA4izGd3lUZDeV72BLhYH0Md0cQXp0K6seXEkB6Sz8XSbj3SOxLc4m6/du7njwdtLbKmNPjIhort0bhTZKt5dSemCHfwFjl5WSXeVU26yQNoWUEKYNdrjmVXe0mDoSbABTtc0KJBMTMAraQkxf4O3l3LwtcPueGgTVZqevKx/gtmN3GLFENpUH7nobRBo7WK5iN4Xv2kiY8QAzGoPkhsR07pizg60rtlBUmUFG47pfJzuTPTaltWuat8HbH/lQTslOoKKYktppJEQGWULiVIxE9DZO0A32mKuuTMttwVpSjH3UZEa2bPduXka27h7u+fsdJBiqKd28lmX3ZeHKXtpsWYAEUscmkPN5if8Gdd9kRkZCwbYiZo1Ja6rzKwrZsgfSMpLp9E1eWwkFL+aQ814plkkLeeKO8e2vqQmNIzW70VZtQ8+1N78f/UiXww6RlmbBdgMWC7Atm7kzs/0vdSbP20vZ8OhKiqKmsXRZGlvuWULWQ0bu+9Psdtet6l7fryt911OktpT8p5ez5jOYfN8KMr5dxMz7O/9Qrx7ltVHwZA7F8RnMOL+QDU+tIvWBhaQHLP1xem8k92bfv2mDbhuln24id10eRbZYxt/xyMnGf8oNi1katYqs1fdyW34a026axZRxycQERIA7H9U1VBaR8241aYMtQCypP5tNwpvL2eCYRlJJ60zfvI3SleGHbQVPunKsE4VpzKT7WGFZy6p/ZXHXi3bcGIgZPZH5j9ze6cXaY0ZPY/avJxM7OoWkIAGmhPNnszRnNu7yEoptlnYW+Y0h/fePwNM5rPn9zWSfWLD9+sUsnp7aibuiVgpe34obAiuUdhqLTQ3rxiGnXb37ezLY4mL83ZnMvthCmvteshbfRvFVdzB/RkeL6zVF0g2RCcRagPgU0gYP9FciDdAqzx7ufDJPFXdFMZteWEXux9UMvG4xK67vYJHwtjjKKd6cx9oXCiglmRkPPMysxs5t+oJHsKzJYtlj89jy5mTm3DiNyaOTAkcSdWEuumvvJnI/iyUlwQDmZCZen0zx0zkUjBmP68WZLTp7oXU6/deuNfRhzF431s/XsPzRfEqjMlg8P50YC9z3JytL/m8VC+YWMHvJA0wbEmznGFKnz+aOy2NJHZrUemSVLoG0/1nK6lvclH9XTHV407ThniyXQhFwt62d69K6MZs1ewykL5jc+TthVQVk3dW4kPeJBmR1NVaSSOhMGded38SQzMQbM0nWJTNyUEzr3yQymYy7V5Bxp43SklJIbPYtkyZyXVou2auzGRmb2WzNq8abDB0t9t5c8kjGG/J55cWtpP26aeRV7maImZ5yekZdeN3YDhaS9+RK8g7EknHvfGaPgfGGJTz00G0Upk1jxvWTmdjFQVgBIzXayVPuXa+QuxNS72iZp0K/Q9/WqJDQFmx3U7xxA+W4KW9+nE50NtzlxRS8uZY175XCsBks/uOsxk5GOguXWsh5eBnZd20h77I5zP7ZZFKTOhgR0SEXpe/mUhiTQoIRLIMnMiu5mJVPF5B6oYvcmTPbDhaEvOh4c51slJ+4AdPOqGyjDsCN20vAGl1uNzAqk6eWZPin6nRpXbz8gLXbWmW/HlobJdhDXaqrrZCY0GPTmlrm/dCntPbgaPLOKN/BlgqAIgo+s5F+aWCnuPsPGQnOWlEGJJMUwmL/7lo7LmyUl1gxDEkLKW5ZfqAUQ7DpY+YpZM5Ja7xhkkDK1NuZs2suK98sZlqzazppaCr8u5Ry0kkhhRl3Z7Bl6TLmHZ7IrIzxGMo2kfdWEdYxmay4uNlN3pOB7eDXoH1XHjkvbqDwGzv0TWPavY8z6/wzM26vx9qb37N+ZJsayxlrJ/K8bU8+OY/mUFiTQuZy/7ISKQ/Mx/ZQNktuLyT97qXMHxe8dOlq369z0xEbdSMg3FZ707qngIINeeRtL4dh07jn7yeCb4HrqXVv2mAXRkfVlpL32CLWfj2QGQ/OYdbQacRWLCB74TwKb7id2VdJuKqlLgWvOh72F3jZ9WhHqaKA7CcLiL04k4dvmkxyi7tqyVMX8tRFJRS8mEvuk9kYB6/oxho0jUbP5vHRzdOQx6JdkDI3g8lTZzP5qsbXgzSCevLuY/BjhR58STh/NovPn93OFrGk3XQf91naWwT1/7P3/sFNnnei7+fUK4bte+nIh0XDjiCDliIng4apQgdtLoa9aDMITiq6NRnH2cS0XnGJaRhnXVO8arwmeN1qTW3ceE1NOahubUgEk7DTKC2IyTF3wTlZMQ3ay4hpUTarTIJuPS/LWlPO2+Oxxtv7h2Rbv/VKln+QPJ+ZzARZ76tHep/n+f54vj8ASY9pc+HxavRGzIXsrQo91S+0U/1CnvesMFPX6gR99sgD+UofQx9I2NpO49ikoZSQ/NiEgvIgLsyjYyHGV6jZLKKMuJpx/8bE3qNN1CScLaaGfk5vH2H4jTDjn8vtvMpWgDKDbJqkToeBEe7KpJ5ayXcJY8CSaxqU06iIBRl+0YVXWYZ+Sw3Ok/Y51R1QAm/ieiOM6Skn/U+bU2sCVWgxN3Txk90B3vzpEJ7uSbQDTVjmGLih+3MnXX+ePIZTuO9L2A5uw7rJinV6rWUUatWxZgP4PoowE3o/FiYEGPU6iqpoUzFJeHQEeX0N7d+ePaWSHq2n6wdmfO/IGNfmduNKehPmgp+hQb/BnDIP5zUqIgvTRn6+dancctM2GELa2Y6jmIK1eYinOenSoi8KMMdnol1vLmxYarQYNqY/OS3VR3qR3nAz9Pcv4k7qNuj8QR1FNWdaUU1jxyTDZz20fqNvtubVHifHn86nFuvQrQE+jhDFlPQ9okQ+BgoW0U+iYpI7Pg/hdQ66vmNF97EX92Aluxq6OGcN4rvoJTJZehpdXDEssNcrQYb6fURX2jlcygl9cnRiYv80ZCik+dd77PYQfVeUFJ2mOANb4eYbLjwfm7IbjivNOFw/wf4vb+J+zYPrDS2nX1IRFZEXHdbWLqxJYwgMuImusNH0hBXTDmtuZ8ESiejU6g1oCHH3HphnTq9l7oZB85iKWqV5ScjFohxfWVLMio7GSqxDXbx2Wm6qsDypxXdxgIubDs+mDQ6NojE3YZlDt8VZSk3vSXX8TaPup1Dwv+EhsraG+sd8DJ/1ENjSmKcJRvmI/S6au453SmSjBmlVJVJFXD5Xf8WIoeCmKSPfzVFr88umtEhHCeNGI7HRtCjYZRo0DyZnOqRJmxycPm0lGBjB/aqLqLkOx986qN6Q9hkFnATSuiqqzPXsemEbxnSn+Aw5bIdSddV0yqxvPmx2pE5vhCthIlMkdGOZcFzhpEiNE+XWZW4ur6axrQnr9L64upqW4wZG3/EjGfPsjCXafqpsnTKSS9+MhUYJLd/GweNWqtfl/p7LJB261VLhZmxZKfIgJhZi+Egbl7XWeDCJHkCHre0c5vc9uEcjIGKtMijSeZUe9jetOOY/ZSqrobS2ht6hmvzv0RqxvtCONZ9DpFSUIO5jw4TW1tG7c6lVDSiMKkfiznYu7M+xsPO1ic3F6jp6+2pyOHHiHSgiX+ukZYd2pgOa/pv91D1KqsGQpXOacstNx0/jBm9dRq2AbMh4jxxi+KOkl5Zr0V3tofUqiagnCd0WowplSou19SdYNZmfK6230tia+EdlFbbduqwnFQVZJqFbXYkmOVR9dRWmFTFGfhnCsXE2Iij0y1FiK6xU5eowV06jQmOivu80dRopZy0lAB6x4mxV0BdwHkhPNHHuiQIfudpMXauZuqIHq4IxH67uESa3tqiYRzoMj0lwNUhoyoyxAqK/ChDGjL1oY0TC8tI5svZ9WmXC9uzsZ1q/M0g1y+YUPaV7ppf+OXUWnR8iV3s4NuBH2eSgt6HE09QsyHIENAakotZeqc9Ebbv1VKqbz9H0RGLOVegwP+PE/Exx98iGtL4K0yNm9E/XYc+WoveHlZjWRTNeNm40w1U/N6O2ePFfgOhN/L8G85PFpL1JWF7on/kd5eRWz6tM2F5IKGSlFGBXw1QEb5cL3/QJs+ouiWVkzIery4fyqIOmkvWFPPNxmgoNus11ODfPy+6IfMlF99VJqpvr8nfpm0diioIy3VpxKobyH3eJ3s9zwXoTFo2PkRsR7NONDiJ+Rj7SYHm6qrgPn1BQYgqyrKK7dE50Zah5JRPf0qQCTl8Npn3HcX5+gKG/fxHPTMH2RjqfX6hi1JnM1YhV3h/m1LtQ3WzH/tgaglf76O7Sc/xoMV1QS0OWZVi3JiOdumCXQoCJ+AGs9EgJH5xFv8yKbg0G7qa+pjVg2mHBNOAj/KXqTMeVGiQjtq8ZkS+1Udtc4OgzPeKwVF01nTLrmw+bHan7YhUSIwQ/aMT8KBANEvgIzF8pPhdZv7eXc3uz/GGFnuqvzf4mpucHGXxmVt8sv+238Oifaqc98f/Rqz20/aOepr662byKJPuz/9kcNyk3GiP1feeoz7LO4zI9/v/KIxZsuysLHFp8dljAtMF4DQVFb8K0erGKpmZhWin5OEQooqU630Zy309fWw+jWGj6do16Yak24kVNqHmue6VHw+W4V35HogqFKke9pNLbycc7UIxPJM6LEh3QtCpqccrv9tH26miRBq8O+/EL2FW8M5ivzfc00xvOlEzwykUuXgoSvi8nlGwN0qo1GLfYqHvanna6k8T9IL63vYzcCHH3XqL1uUZC94gRy3Y7nb11ad3BjNi/buZyfzd9X+ykaasO+d0+un8+iXG/rWCCW2wsSDAiYdhsmJsSu1xCo0qgJU5oF9DoiT1QmJyQCYdCRLTV2PIsKuXDi7jaPYT1do7uVxexYLTVYXzLTfeAAadNxn0miGZ7C5aSu0yqdHwkrevsazlxH4OKkOty7ktZakCocnPcCzB8ohvvh6Db0cLxA5a8nfCKxfjsaQa/RonOsGKfSS5DZg6pyTEFZQIgXgsvKhmKiFQa584lH+HV9uzOK63E5EfjGS9LW/dif70N94mLGL5dg4EwF0/EazG0F9HaPDsK0QcKCvEIV/m3GtJrCmdlKobyu3Hkj2WkL6h4/70A7u9344tUYmt1YlNrJKlAeaCgPIDpZ6KszP4FZvYVrQ1nqy17h8nFIFEbjt9GCIWCKF+soTrnmxXCb7poOx9mzZ6jRUVEqnWuq0mt8HXWMqI1xuu33XNz6NkhpFWV2GrySPLlFnbt1tJ2fgCv+Sj21TLeH3mIrNzFwc1qVtHsnqbR6qhcLqHfUoe92KilmIIykahleV+DZftcnPNG6k8OUlOh4g4V2rI5wpPrcUYlQ+Fo30L3GwsSjIB+owmdSr1gWt/TzETmVtPUeofWrmGONEVw/E091rXzFYKloNFXY9Km1wJMoFKW2tou4ChW6VLiOmHBGSvfzVuqIDO7oBRnerE1d+amq6awhPXNebcjN9io2+DF/WofhtZdyD92E9RU0zIHeaxuf0563nO2/bLUpiv0mTkpUd9MYvJ3MvKYlhRTM6Ygj8lI/1vdPZLTgyf1xdYCTWLajnwQYfQXQ3jfDXN3LBq3BdGgXV2FaYedun3mJddoY7FYQOfVXUa6XKXXFiobaZN+uRaddlk8HNK4LXsp2imF8JVT9Jz1M6610tLRWFzYtYqIl2Lz9EvtNKBqw5qX9s35SU9FnR5C7F/vxBWCiAybZp9N9KqL5oEga/a00/usKUdRxfzEf/PchvkySYfujzQqTlplfMeaGbq/Dce323GuTXR2m4qhjN1h5PU+Wo+Eae91ZJ5a3/PR9tdDRKsdtLxyGMN0oeapGPIn17n4fRcvvrcvozuQdruT4xWnGPhxM7WvxtCsMLLtYCf1OwqvrfGAB1dC2Mz5BLZQ8feMlLt5Iq1ge9zYiIftG58wZW+sMyUTONtD98/DsKmezmZ7nvpsaayycdgp090/QOs10D3hoLPBMvfuVXlC+Mtey6Nc+1LeOZA/oF2+8SaXf/s4DldjavekclGRKGw6FxbkmQRxP9eBL5b8mgbt6sr4/pOICK3cqC/6FDN/mr+RbekvVRipP96O9EM3bQ4PMTToN9txvlRc1I1yzUVDfyDlNY02iuflVjxI6Dca0X1hTd7nM1trKvFbrDTjeDpfWrtC8GwHrrfCsMpC4/EWrKUe+9730XYwzSDVSETPt9J6noTOoEOz3kT6iGIfDNP6spfJLY0cz9t0YYHIkdakW2/GrMtRuDnJsWx6vpOWPYainC4FI+7VpNwV2qPu+WjLc7nx2V7aNT30vfwcwxOaeJHhThVReHn2NPnSmwUuJk0eTa9jHcYna/JH0Kkh0RxEDfkNy2VIq3VULs+m4aSm9qXU46zWzi1li2kdhJxOhkqjDVtF1WyUwT0ffT/0s2xHC51JB5XSJgf9xw30fO8i4XFK7/RbEAnTnqaCTpucennBuV6JVgeR+1EylJVbIcJTlqQ5GyX4fgjpsX2p75yMEUsYwYGBWlxXk/+oQTudXZDYt3Sb5pparI656KoZLBV9c8HtSB22bzmRX+1j4MgorLLg6HDEu7HPhTwHk/G9Y473T6FwwXZVnzkHfXOWKMFAGFAIfgim9YlXfxUgDMi3QjSas7jD8tgZ5if1SWn2JTARxH2kgxF9Dc7WJqpWSzN2pPyJH+8Pu2kOZNqCn1VUO6/yF1wrV9e2Qqj13KaMYjYvX1WXNZlg2ivKbQ+uwZtUPuWk/Xlz8SeoqiMc1N+yUFvhvL99mYqJlpOZ8SYL+SmZy2+PotFoCL3lJbhj1vmj3X6Q41/UoJ8eenyTAAAgAElEQVS3kzYwPttPv5o33gtw/dcxLK2NWJOLOFdokPQm7M/aGWkexh9yYEpTbORfXicUs+A8YMVQkXqtbp2Vxr8KMtJ1ncA9W0ZtCf3WRjq3Npb25ZYSc6zFpSot+V76qo7XSuu+ovB4QxeNO3N1lcmN1hwvTvnQMg/7UrHonurk3FOF35dBnrGHcu2N0/veB8M0vHyTmt5e7Eslnh0TjnPqOvEEbxV355yy4J6PthevZ79ohYma1l4KJFbkRdru5MJ2FW+8l+Vp5XNa3POR230gYTCasDQ0znZ5LJWVatOsZXxpX0GzoQbncRv6dXOXsnMrdqsyrSl9Tk3J+P6he06OZbWRV/N6VlYhYXqmndNliD5SS6llMnI/51DWGlEwVx3bSF1fpoajKrUv6x4UxnOwFe/6Jk4frp6TY0S/3YEjee9YZaPzJ9bsKXR6Ky0n85iND0ZxOfqQDp+jaUuW60tJhyq7Dq1hzRodSkhGwZjy20nL/LiHTDQ9a0ZfESX0VjfuXxnZ90KqcR35tyCY6jAA0sELXDhY6DNlfBeLHWf2emXT5JqPS0tXfUjtyJVm6jsGeXg1TrW/+/xHT8iXunHfMmJ8NIz3pz6sR23oJgJ4zgbRrzMg/7wbt7kXx6bZlahmX5cvZXnxQw8HnF6qXjpNy9Y8u2LIj+++nvq2OkzJemmFBt26ahzP3MSXwxb8LKLaebXQBdeyszitNqVNDk6ec6hOPc9FqdFS832vJUlMZnSgjeGPjDg69hL+ngtXt242OqZCi36x2p6ns8rMtkc1DJ13M7rSjiUj8spLZKUNRxZHvu7L2zCeHcJ9eoSWp7dlRl792I/m0X0z7Wg/lSxSgV/d7k5+8qT6khKfVh7KvWQOc0b5zV2U1dt4fMk4rgTlRNpST9NiDwIJ/bryHKwsiu5VocN29CdY0eSvMVOIJXhQtlRZGjr2XFiGtEIDFfMkUEsV1GNhQlTTmKuWpSpnxPyj32RBOn+T4ER1SkSNeV8n9ugQ3QdcRCY0SGst7OtwpBmwUe78Ska/qbjoyOIpNm1wKfJw25EPOwvamTQdJYzvdA9D741Ttb+X9k0B2lrcNLfdpCoa4I7eQe/RauShVlydBwhNd4wvuRwIsFyiUgN8rsD7jBZsK314X/dieNaaGXl1/jNgCxbBAqYNxincqbDUDibzSzk2nELRUqDekCx8rzxC5oPskXKzLPwzSJ8X8pk2fMoa6jta4qe+321C+bsBOobW0H/QXEBAS+gtNmxaFaXtCv4Wap6JDtvRXvRXLnLxRAfujJpXdXS9YMWQLcR3lY3OPj2+t72cemU4s+bVV5yc3GmahwKr+U/QgDm1qn1YmB9FYg3WVidKju6YeUlJ78nCPERBlXNfysTEPvcgk8slIIrmj3TopOJLHqtP4S1MOBRE/+Q+9el3i/BMyknRaYNLnc9pqFyto4RptGSoNNqw6fQLkrZTMhWauadBq5Cvc3JwJTmxo/cr59AhSj0pTqbleiy7bVQu6Sq6hWR9ufQ9Pfbj51TVE42TWbcmnXIcrMj/eofJ7XYeX4AaSIVkad6Ykj+xYF1xDP+tGJZEhJhp/4WEDt9E7+48LvnoTUZv6bE2zPeJzELNpU8n8+W4WvOkE6eiL76Yd8H9ufxRUIV9AHNxcBXQN5cvY/JzJhyueqzrJcBG5w90DP/QTfhLTRzfX42uAnQN/fRu9uJ5D6S5OK4A9Ha6zqnYFZebcBzvpeoXQwx3ebPUvDpM7x5R82qa//L73//+94s9iKVFDPl2kIhkwJynlWZWHgTxvuGn8kkH1UslKmihiCkoE4mTt3IwFSOWfuqb7bXCAyv9eT7sJArzLvt8gQ4tn/YxAEzIBG9HkNabMRQ7DT4Zxf3OOJan7ZiKFWSL8P1jisJkhVRkh73PChEuNnWjaV3YlMHYA4XJ5RJSObbHCQVlahlSWW5WOktjnikE3/Lg1+7Csb2IBxoNE/hQKapgdD7m8ltEPwoQVvSYNurm7iwqlTn8HpFrbi5HLdTtKV+X0AVlUWTUQ66XzEUmLigx/K9+A/8TP8meMrjEiF7t4MA7lqKduaGzBzh238HplxamjlXZKdcaXCr65iLakQsul8tt+z3EKLe9eG5Usquhesl0WPy0IpxXAoFAIBAIBAKBQLBYTMWb/9zZfZomtZ09x7y0tQTZddJJ9UPoBxUIBIJiEc4rgUAgEAgEAoFAIBAIBALBkqVQCTGBQCAQCAQCgUAgEAgEAoFg0RDOK4FAIBAIBAKBQCAQCAQCwZJFOK8EAoFAIBAIBAKBQCAQCARLFuG8EggEAoFAIBAIBAKBQCAQLFmE80ogEAgEAoFAIBAIBAKBQLBkEc4rgUAgEAgEAoFAIBAIBALBkkU4rwQCgUAgEAgEAoFAIBAIBEsW4bwSCAQCgUAgEAgEAoFAIBAsWYTzSiAQCAQCgUAgEAgEAoFAsGQRziuBQCAQCAQCgUAgEAgEAsGSRTivBAKBQCAQCAQCgUAgEAgESxbhvBIIBAKBQCAQCAQCgUAgECxZyu+8mlBQlFjZb5uXT0ZxD3oJPljYjxUUSalzY0Im+H6AcLT8QxKoJ/ZAYaGX9lLgs/q9BSUyFUN5oBCbWuyBCB5KPgVyMqYoKBOLPQrBw0mE0UE33ttKWe4W/ShA4LZMKSI8piyCPbNEiVxz4x4cJbLYA1ls5iTfY8i3AwQ+KsMmHVNQHjzkc7Nkf0EZf0fBQ0lRzis1CknwbAMN3xtBLmU0t9zU1rbhu1fkdeN38F3yE5mTsqQQfMuN+1oE7o/Q03QIz6+LvMNt7/w50XKOKYSn6RA9V+djEUcJv1++DaLkufEggKfLxcjHJXxoqXMqG7/2cEjNvPhkFPegm9FPyvCZyPherqX2TFD9FZfaqK11k3FFsfP6no+22lrctwCCDDkacL1T5NP7tYdDTT2M3M/+5+htH8NdrRw68By1tbWJ/57jQFMrrp/6COa4ruykfNdk8nzvAt/ts0h8D0wouHnW3kI995xrYZp8iugtN7VZ50SBe98eosHhYuQ/Shpx0etdkKrIhl4/xKHeEYqWWiXLik+BnCwDs7+7zMj3Gmg4W/wcjl7t4VCTh9CcRxNlpFfNPEjofW8FKYurpMg5lHMPmdOBbAl7SE75l/gdX1f7ROJrITgWN0hLW4vj3Lnkw/9xeZxXd99x4XotwHjRVybmcUn2TBn18hLtEdVkm2sPgnjTdNjxkA/fpTtZf8elosfJt3ycOnaIA/tqZ8bx3IFDdPzIR7DIfX1+5Ps4gddcuN65W8rFqeN7x0WDYyiLblPsmi2GJSLryvg7Ftwvc+6N+Z3sSmSUi692cOjFBp5LWhMNLx6i49WLjEbKs799VvkD9W+VGfneIdyGdi7sN5X0YdHAMN39lwk9iKFZYWTXocPUm7X5L7rlprbTl/VP0p5OBp83qvx0Gd/Lh3B/EP+XbacN35XZ+9ra+lnj9+EzWHA8FmN8TEY7qfLWCZSP/fguxdDttmNaUcSFUxFGz7jx3LiD/CAGy7UYNlqp21+HeWXiPf+Za0yTKGMy4xNFDlYVdxnpcuHb2c6F/Xme0z0fbS+6cyicNtovOMg+Y1KfSQobHPR/14auwAjl9z24X/MR/EQhhgZprQnbXzqo21zoSrXjB3Ym5vykgjwmoxT6qcfv4LvkI/YlB9VrC7z3QZiR14bxvBskOgEs12LaWkf9X1oxFDOH1JBtDuX47saGfjq/XOB+edamcf9pOndqE7/ZOLH/zHyPfKWN5jNhqvY6cR6qQi9p4n+YiqGM3cE76KKj6TqOH3RiW5VvIEHctR1kH0kSKueUavJ8t+JQOX6YnYtFX5tlHeZ5fvk+U77UxqHBjBmD42Qn5o/9+C4ZsDRUo89xu/I89zx7BzD9fQs+6/8YwfWiG0PbBRybCr25fESv9tD2j3qa+upQK8EAYmMBvOe9jNy+gxyNG4garY6qjVbsz9gxr9YUPZbszzM7xoZ+OnerX0Ep+7NGQr/JjuObNcXJx4LEFdm4bqJlUpGR/z1G+jZdFlmRlaUvJ1PuVsTztqWvi7FR+roGGI3EdTj7t53UPSoB5PzdM/hkFPc741ieztSTJifGkce0ee8RPFNLx5Vcf43vQ7ZVk8T+XUam0HgUIn4fvpgO+x4TUoGhz3kOZZ0DITpqk/bhne1c2HIH36Uwa76SRZdUwvjO9DH0boQYGvRb99G034ah0OBLIvE7rlCrX8bXQjixT2TOiTzyaoWdTnd9EfthAdmXISuTrsw5h6bnj5rPVwi+5cGv3YVje7q0K1YvjzA6eJnxLXXYN6Y9yBy6v9p1XHDPHs8y1yYi+C/5MGwurMMuuB6Xda9UCA624ro0zpqnDnP0sCk+jqkY0U/8eH80QMdfe7G1duHYNB8LpZA+Mv0c1N5PIXx1mOHXrxOMxgAN2o3bqHu+Huv6QuMvds0Ww3zLunzzupi1CaU/k+zXhTprk+amjfYLFu5c8hFebc9Ys7HbbpqPjbBsh4OWV5wYVs3qZbF7Ya6/0cNA82XuHD2JY2N+nU3tOs+Q1Z9yinBeFcEHbg7VulMUK+VGHy92+1mz+zC9T+uQ3+ij2/Ui44dP07Qlz2Lc5ODCBUfqaw9GcTn6UFYWcHxlY1qg3XLju5K8GGR854u/3SwygdH4BPO/L2N/SqUyMxXB6zyCR9nGwe86qV6tgWgIb/8xXM0yLQNNWOZFKVHBhBI/jVQU4ttnfopfPDps372ALe3V4JlaOj6GZQWujl5z0dwf5vEGJyd3GtESJXTFTXdXM+FDJ3FuVzk/VtnovDA9irgADRdppM0SI3hjFAD/PweoN5tzK8RTIYaPtHF5hY3Dx52YV2uIjQUYOtFN65EInf31GCvUfGa2zTZVIS7kjMr67AqdVGVZm9GrHRwYCFNlKPTbywT+KURsbT2OZ0ypjo4KDZLeRF1DHf7mYa7/UsaW91mYcFy4gCPPO4JnaukIp35+QQG1wUH/d3O5YMrJ9PgTY0o5ICg0Hwt/97jwy/KHbHtr6pXx8aS9qtvdyYVkgX/LTW1nGHWU67mn7h3x55tpyJcUAZwLFYansaGfThVTRo2Rno58pYPmM3dY89RBWr47qxDF7oXx/+IU3U1vUrW/l/adxe1bGc8zOkLHgVMEMdF4uh1rCWIWQHmvh+azUPdCJ00GLUxEGP1pNx2vQO/xGvSq9rZpchg2Gxz0f9dc8OqyyYpsLHE5mXG3Up/3VIjhY334V9XRedKCfP4YfX/norKgUZpGNmO5CEz7L3Bhf/z/43ubIa8xlJd7Aa5/AODHP2bHvjr3W8syh1J0jTzc8md/fSqC91gbww8ex/FdJ2YCDJ9w03ZskuMue1FrKptRlCn/sq2t7GtRnXGeTV4pjLoa6PtfOkpZhcU61GdId/wmDnPcL9amyrwNuW6QcHwaLFmcV8UyntMQzkXGOs4goTvMYVS+FIM9Gwurx+XUZe6N4rkko3uml669SaOo0KBdV019pwHpSDOe86PYN+Vw9s9Jvqfu0bn3JXUaSeStDtrOg/VbvTi/pEPznzKBsz10t3eg/H0X9kKH4vPFvMu6HPN6WscsKlcs2zMhiwMs/Zlkl7eZBMmxS3PnPR9RqnEesGJI25M1qwxYDzgIXnXhe+8Ojo35JVfBdZ6Yt5815sd5lXEaGGHk/ChsbaG9IW7M6xvaafrtAXrOj7B3iz3nKX1WojIRwKitLMNg04xYQyn3UAi/2cfQB1oM6yH0Wg/D69upf1SFEPq3ES5+VInd1Uj1tOKkNWJvPkiooY+R9x1Yti+O9yr6no9RgBsj+KMWqueg36tHJhIGDPoCikyE6z8LwPYWmnYbE5uoFuPuJhwffoOen10nsr3IeQXwYZAAIL8fJLrbirZQVFYa0fcG6LsyiWG9gbtXBzi1sZOW7dkFduz9y1y+r6euzYE58ew1q804Xqoj2Ozh8vt1GLeo+dTUzTby5iGazxtpGWrCsjzpbeVInczHVAjvhSCsrceaovCFZhTCWWGmw/xnRjRnvHjeMlD359lO7DxENEYcXy5brFQS6gWUoJzMx3OPoSjAA6X4uia/uUsYiH4QgU36/Kdcqg3PYgehggejuM8EMXy9n860gxHNKgPVX+/C+EdtHDrjZvQJJ9WlRjZNRfD1uwmuNGAgiPuEl6qjxRnF00hPtHBuCzB97Qojtv11+A8MM/JvNdTnNAqzkWnYBAZqcUWlgtEy8yYrEixtOVkAJczFE+qed+zGZbz3jTg6ajCuAuN+Bzff68F7LYJt70I4+dNRCN0OARECv3ZgejRLRE2+OaaEufgPQ4RWGjAQwnNimKqj9RizTqjyziHlwxGGz17EH5JRYqDRGjD9eR0HnzajzbPWYu+/iecjHXU9LdjWAtho+Y5Cc4uHN9/fRdMW9ZGXKUbRJxc51OLB2HyOpieS75Hb2M7uNCrluCCK/BtgvZZyaPRzI+1AO8vhzaeTUKbTjlTnQ/ZotcXW4xL85i4hwLYhxwqs0GN8DLhyFxmyO68WU76nEGLkZ2Eqa3pxTEd0VugwNzSxN9DMxX8KYZ/JOPIlnGvFRiWVxuLIOpDjwg79yoJvzUGMcCiu19351xi2VSr2SSXMyNlhLubLiMpB1RM2tFdG8AyNov2KJUvklRs/WmxPVJX6hT7zzI/zKp17QfyfwLbnLUmKpoRl+zZw+Qnes6MvYtFFf3UTGR3WNcWnSGQybcSWJqhiYwE8r3bj/VCiuvk4TVvAf7qNvvYDBJ86TMtfmtGpGOayYo9P0wgNHqI224nEDPlDNTMY89F9Joh2ux3TbS8DJ3wYj9rQlWDEFIfM3Y/A8H8WEnTjyJ+A4UlDmvdfg2G9Aa7JjEORBkmU0Qte5JVatLc8vHnLgmNTkkDLl2YVDeEb7GPovXEMz3Ti3KtDfquHtv5mDr2/j6YGG8a0jX78vkwME4b0QeoNmIgRvl98lQamIvj/pwyMM3IjimUuEQUJkk/fcob0T0XwuY7h/a0Rx9F0JT67YNXt7OSk3of37WFcb9+dSYMCDdrVazBs3kf7QRumkgXWNAnnxv+R3dBVPvTh7h+aSYVRlc48Q3alL4U86QtzR22ofUle+azkShucxZd0Wpk5Y8r+3JWb+G8AscuMfJDNKTI7ntSTQAX/1RFigPwLL4FdjZiTDbqc610hfMlN3+ujRCY0SI/uouml+oIKTSaxeK0tNXtq+A4BjDi25N4XdVu2YfypmzthqC7ytDOmRLhzzcvw6yPcXWGh6WgL1YzS83cDNDeMYn22Hvv2JMNELenfbUUlOhQm//f0C3G5e/fpQSwf9eH+xwCRCdDoq9l3yIEtZ4qEzN0waB7TqnBezYesSLDk5WR2YtEwwWteht4YRV5hpaWzEUss7XnvMKFPOvwIfxiA1XZM0/v48sexbIHRUBilZNffHPjgIkM3JLQrJ7n8mg/bUVtSVFYefW4qhvwvHnpe9RKWqmnpbMKCn1PtfbQdDGJ/qYW6L+nQpDzDMs6hB6Ocaj/FnSea6PpJNToNRD+4SPcrLo7QxelnpvfqWdky7Si6c2uU2Lr61FSutdVY13kYvnWHpi2lyZnIjevIwPj/4yf6RPXcHKLFcj/IzTHQ/dmagpEcgllUpw2quluajlZENMe86XGJaJvkccljYVhnyXQ+/fEajEAwcQiVwVSE0K+ADWtUpFiXQb7/Z4yi5HvJ5LHrrnRQmzO9Gop2eC2arMvz3NUydhnvuxo0y2F0aAjrJgemvIqDwuhAG6c+tND03Z/MZERdPHEMVxt0DdTNaNQztndS0I5mo4Pe3ip8b4zQ84qb8XvTB6sapFWVGIxWDvbaqNaXYcebUIgisewP536rh4nSnVdTMZTfTcKETPjjMKFbMUzPJoz89LTB39wlhJFta9LuscaAkRHu/gZQ7byKcvNGCFbXYSk1dHJCQZmYPaOPKRHC94ornha9cQrXmeuEoyA9ugvnyXrMie9gOdhP75Zh+n7YzaGfg3ajnabDddkXy59YqVl3Gc8/uDF8a1+8Zkk0hO/MEP7l1bRsLqSaFw61LRblQy89x4YJr6/n+H47uk80RF5x0+yapPMle85aTNlCjPOFdMfGggQ/jHAndBcFUD4OEJIVxmMSu4yFtqlKdGth5MMwMXRJSk+M8IdhWGsp8hRPIfxmNwMBCft3ezGPNtPR1cGy77RTnyeMO/aRF9f3L3LnngL6ava5Zg0uw552Tm+MO0baDgwhrX2c+m+1YE3I1sqVOjQECUfAlCxvI2GCaDCsrISiyowqBAeP4RkzY9+jcPlHLoZX5h9/Vibi3fWWJXKa4gZ/jhD0ZEMAE/UdLdjypF6ko91oo36jjfriRlgk40RlwJDF0B3z4WofgppOBv/CgPLPfbSpSWcGFWl3C0fJqRMFmIyRZsRNk11pkpP/liedsHzPXSH4upvR5WYs64N4T7gxd6crJtnHqgQ8uN+F6oONcOYU3V16jquIMpIvuWg7C3s7BqlZF1dyXM3jRaR4T58CRgn/f2BWI8ceMWDCx/UbMrYcKenyjeuEMGF9RM0YZsfi7/8GPddAu96E9YVe2v9Uj1QBUE1LnwX5X7x43u7jyGAUtrfwk0OW0o3MD4L4MeNI86WO9B4i/FUnzoHDVFaME/55H8fa3WjdadGj00SDBD4Cy9eqKLxHlltWxHk45GQ6UUY6D3DqVqJe0wu92FOet5nwtYt43u7hyKCS8rwnJxRYISX9fhokCXi3j4bavvhLKqLp5E9CQDhxAn4ni/NdhaP9vp++E14UcxMn9yt0/7Wbtl4NR5utedZvFP+AC/d7YaJTEsadTvqfNyeMLwuNfb1YzvbRd+IQ3gotpt1NtDw7XQerjHMofAd/zIjjmeqZg03thhrqdnjouBVCfsaQMNLSjctEtJ3RkGbE6TAYgXAEGVPRBp5yy82x8zLmPXaUSwO4zmppf9aUmBPzT/SWnxA66rYsRvReOlkOo3LN6akI4Q+AByEimNBkcSaprt81FiYEhENhYrt13MkS5ZR9VRR5KD1PLIweFyUSjoFel7nWVlmpe8qL6/wRWv/XQRq/asGgTa155R3TYf+OtXAd3TnLd4XQrTAgE/ygEfOjxX5PI9avGrh8vg/3uhb2zaQN9vHmfQN1f1ZoVqnNKlDPQsk6JmSCt0NEQne4OwH8NkLgQxnlfgxpd1Vpzqv7fvqODRN+1EHvt/V4j3TgOrYM59/W50lbD3PnRgxjQ13ccQWgNVLztBVPZ5DQPTCsyv99JH01NS9VU1PKmIthfBwZPboFPXFYfIp3Xs14c+MeRKkCdOvN6B8xoSVhvJS7MHISsdtv4rkFpoPWtFOuzFOqnOO/psXymG7mmqEVOiq3WKkuYhzajXbqX7BSudGYcjo5jW5zPZ3uemKREMGolLuYZoUe+9FOpLPDuF/+Rkp4orO3DvNCZQwmNvnLr3vwBsapfKKR400JRXBDHe0dlZzqdtPa6MO8p446W0I4JFFsfrPmfgD3O+OYH5GASkxfqUf3dg8XJ+zoQ23UvpyqCKQKbz3bvmrG0++mb30ljqQaFO5rYD60Tf1ZcDSE70w37hsKxoZe6jdI8CedNN1vo+/YAfzbm+g8ZMl6GqlZu436vzLA+qqM3wNAWm+jqdfGwWiYOx/CmiTHjmbzLnatbMPzqps1CcdlbCzA0KseIit3cXCzShMxWUB/XImttYn6TWDRdHDs2AH8Zjs1T1vZlmdzmxUyGrSrK1m20kjd7nwhrVECZwcYuhIgkmEIFEBtofAU5qCkJZTMzCiFGP43hgit20f/XgMSIG09SNOvAnQMerFvyXK6skSUxYVBRv4IDDsK7ORTMZTfjSN/XCBtr9zPfXrdBpZha23CsT6M+4iLjoMh7C80Yv/THEbwlEL4yilcg37Y2Y5jhwn+OELk74Y50hSi7psO7BtzLJYJP56zIQzP91OzXgIkqvc3cSfQgfttO5YsURMZkXcTiUgxZLwjIWq+rsLE0VppbBihebCZ1n8/SON/s2TUvBr4+V2MDb1F1qjSYHnhJ1w4lGOvqdCg21xD0+a4ChaLFa5zkRsZ32uX0ex2YklTGmPGeg7vNSb2WB3Gv9jLtvPdBD8Ey8bMO0WueQlqqmkxJ40m+aQ5xeAso6x46ORkOlqsrefY9jlNdqd0hYRhRz3OHfUwFSOGpvDzTuh7ckZdwWzIBP5n/E3+928Se8KScviWs6bNNFMx5H8ZoueEj/AXbLQ3VaOVwPm3Mh1/d4rmhhHqO45iX5f9u5v21HPwyUpMf6LP/P4VOsxf72Tw+RiRfwsy/nlD0mFHGeeQoQqLxseb50cxvzAbeeW5Cto9xnnRm7MRi4bx/yy+b1TudtL0vAm+rKHjex0ceM+M/em9WEvMC0rJBMjn0JwI8uaFIGxqxJrmxM8W0VDws5IpKeK5iLTB2ze5DjB2nZuRGuwptWmKqzclB/zx997wc3PCgiWprtti1rTJW/NqofU4tNg6cjllNJi+3k+v2cfFf/TgauqLN0Ai0dBk8z7av2WbjRrNRTnke9TPSECDRqNw2een5lGLiujgVPR72ulcMczwj5p5Lqlgu6OjfmadLFteiW61VHTNQ9UsgqxDIxP46QjjZj0SULnJTr3OS88/Ktj1d2irbUst4ZJP2MVk/K/1cepKiMnH6ulstqGTwNHpZFl3Nx2Oy+j3HuX4M9n2OANVWzT43vIwaj44G3n1xgistGPMNY+KLDMTZ24pn/HDIAO6/1ra9Q8rRTiv1Hlzs2a863QYGOGuTGqElXyXMAYsaqW1EmSo30d0pZ3DGelQhSZAofHHkG8bqJLWwHKw7LZRme8oTdJj2lx4yBq9EXMhrUYyYH2hHesLed6zXJ82psKdFLKRezORGfmHAUa+sA2HK7OjhbTeRku/hdA1D57XB+j7AwO9c61zsbGe/sLJp/cAACAASURBVGTDZMxL220wNtiw7q7H+lTi9RzCW7vdSa/kwf2aixcHk7r/tPZSt7kIpetBkMu3JKoPHqVpx2yOeXVzL4Z/9uH/fFXuMPoKLQYVn6XRGjLnS4WR+uNd6F8bZuDIc0ndBh10/WVmob+cVExyx+chvM5B13es6D724h6sZFdDF+esQXwXvUQmK7MbIfny/B8EGc+5DrRo9Tq2vdCFdYuBLH67OI9YcbYq6JON1TJGLOXvPJXGTw9R+9Nk5/Ydgu/FMPylOUkx1mDabIErQUL3wZAIFU9xiJckoPIpbWmpfx9kCfeeVtDnNQUxjeninBXZ1KOk1MDlWnTaZUh6K7asRmOCckaqKUHcTheBR+w4f1CXiHo14eg7za5/9jL0yxCTWZ1XMUJnm2n7uYLhKSfO5xORFY/W09Vnxnt2mIiSx1z/MIg/ZqDOnCS0lpt4/Mvgux0iiiGxV+SWR/L/8DIaM2HbOY7vypuMftWpqnaEbncnp02jeF/z0vM3A/GDDkCzQscaYzUHe9qpXlucmlzU+pmmpDmYqAt5z4qz1ZSxFxnMptQ9tkKDhhhMZbnVPR8D5yNodx9MjcpKjCuzOUMZZcVDKCeTKeV5T+99Or0RroSJTJE4pJAJhwCjHh0qqx392ofnAwnrTjPXr3jwftVCTTER9BWThEdHkNfX0P7t2Wh26dF6un5gxveOjHFt7vUr6U0ULO9foUG/wZzhjCrbHFpRTWPHJMNnPbR+o2+25tUeJ8efzmeN6dCtAT6OECV5vUSJfAys0RXl+JoM+fB8ZMDhaseqC+MddFP5pIOuQSvBKxfxRiapLNFTPT1nsq3FWRSCZ/vw3ddi/5Y1Q8cqHE2cnHVQQqOd6QyR1E9Vdy1RRt7yEdtkwzbuw/OGH+tLxTspAJgK4XsjhLTDhnnUh+fne7EseA25EmpelVGe50uBzFmWIYsc0m2y0bhpDjFHc5bvCoHXhwmu2IXzr8bpftWNZ4ephA6HEoYdjbTvaMz619gDBU11C/07Ul+fy/6eySLIugoT9X1Jz3RKxtsehA0ObDts1O+wz4ytYJkfjQ6D8XHqzE1YNyalga80U+86h/2jEMoqIxoU9BYbtpQa2hLVBzuZPDuM5+Vv0DcTVGLH+VJdbp+Z2rppaijKzgjjenaEz9LhetlrXi2TdOj+SJPqDV5dhWlFjJFfhnBsnBUOoV+OElthpUpNmtFUBG+XC99vjTh61HZhy47aBW7L1Sa2lBOH1XX09tUUOJ0L4WnqI/K1Tlp2zIry0OuH6BurobPZkSTgyxwaWqGnpudc/hDHCi3GPBvqnFCCuI8NE1pbR28R3bJ0m+twbq6b22evraF3KMs3r5DQb62Z/U027mPQXceyzyf+XZITozq1kPoKFY7LgkhYXujHkviX/LEf3yUDloZq9KtM2F5IbGXFFGy/P0LPsYvwtU5a1gIsQ1qto3L57Mo27HBQebWHthY9TX11GIky0tvGxdVN9D9rBIK4DyQUyiyOXtXrMM/pTXLnqVmmBVuhCNBlLFsO8r9HSS7hGY3KgISU60irnAIKKEfqb+GadyWcgk03xlidalbk634SGzNS+UWJNZDdcUl5njuSCcfAuczXKyT0W+twbk2Mx1yHU5cYDwAajM900vvfdJl1FleasL/UNfvvyipsu6EqWadZtoxlyESjwIzcijJ+H/hDqXCUypiPvtdCaPd04viaQuw9FwMnvBhUFkWX1lZT11pNXdIc751DlHP29VN+5Esu2t7R0dSZvdaERm0XISXE8PeHCH3BRvvXVCflAGWSFQ+pnJxmLvul7otVSIzMpsIkUjfNX1FZT08J4n7Vi7LBQU2DCd2vmvF8z40xI803HxKWl87NyLoUVpmwPTszWqzfGaSaZTMOhVIMO90zvfQnGWRlmUOAtL4K0yNm9E/XZe8u94eVmNZFM142bjTDVT83o7bZCMvoTfy/BvOTxa0HaUsj/dMNYe5F8F/yYdjsoHqtDtPuxoQBVNZ+rSlEfu7CdWU62n3ePiYrc9335EvduG9J2Nr2UacojPT24TL2lpC6rxAc7Mb7wIjjaQcmXZDm88dwb+hV6fDwpXTDy0qhTJg5OqHKIc8Ld07MRWmH+DkdNnOU7/K1UwxcncR8yI556yT7fM24u1xUdjgTkVzqiSkKkxUSUkZmT5AhR3ZHbVnl+WLLOhSCg20Mf6Cnrqc0HUf3RA02km3oWSe5dt10pHcM+cMAgdXbUi+WDFQ9psf8xzXU7TFlcUwvo3Kjgcxduoh6dPmc7bnsjIT/oZROjp8mSnJeRW/78L49gj90N+3014L1K530P5sZFWX/upnL/d30fbGTpq065Hf76P75JMb9tsJnHfcCuL/fjS9Sia3VWVRNnWwUXOCFTjBzbPZzbts8pRAdk5F/l9pAXYnKyL9RsrdVn5AJ3o4grTdjWEo5rzEFZQKiYyHuBBWqvpYnKfO+n762Hkax0PTtYluoJzFdhw1Q7oeJ3JcwFHNyqNIpObNp5N1cwqWFgibqTUGUSEhmUl+qWaoQfRCPnImOhZB/q6GoW92LEByT4WMZ0AJG6vr6M942OTGOPKZNzM1JYv8uI6/IOlMzmPM6nDPTtQXcDJud1G/SEvtkBPeFIJqtLZgLdGyLjQUJRiQMmw0LW+A2hXTHl1rHnQpilRg2WzMbCkyjar0kTiiTFLCyPndVY4ifRs08o+W62VTve0F8v/AyciPE3aSimtrVVZh2WNn7tCPV+TZdo/DHw5i/U49pRYzINTeeWxqqm835T94jI/R0umcdLxLUv2Qj2DXMEafM4W87ZuomLiiqnfClnerJ13poe6uSg0ebsMyl+cK9UU69MsDIgyocx4txeGRhrrKiXCyGnASYihK84sV7zU/oYzkhc9wces6D7hEj1V/Zl1QLK8EGG3UbvLhf7cPQugv5x+546mah2oAQ7+w3ffiYKPJb820HN1vcuI7EOPhKI9VFzX2VRmuS4Z7XcWcoIZpwTnNonDuXfIRX27M7r7QSkx9l1nKTtu7F/nob7hMXMXy7BgPT3SJttKt5DgVQHigoD4DfRgiNKWjUKA2J3yE6FmJSTRevKZnAUA/dl+Lpis4y1mqMTSgoD+L1a6NjIWRNeoH9VKIfBQgrekwbdarToaPv9dE2GELa2U7dJg0SDpy3g3QMNtMR66TlKYPKemEK4TenHXhNcV3xL5w4/t9m3F2txL7ZTuPWPA060h0+czRqldtePDcq2dVQXVT7hbLK8yklXnPvip9wRJ5N/Zu2L3fbsG1K/k1SD/Gn045TirxneS0npcr3qSihn/dx7GwQaWc7TYnMIFtrJ5O9bQw7D+Df46T9ebVzXWbke8n7UpbGPMkHlilRaFHC74dR9CZMqxdDqOWgGFk3FcU/cISea2A55CwuOjcLk4qM/O+x7DZ0HrtlPOTDF16DPavzSos0Gc5acbOwM7a4tGJBJkU7r+QrbTT/NMq2/S20v2RAN20ETMiE37tIz/de5PrXe+lMOxXUbndyvOIUAz9upvbVeFevbQc7qc9bT0UheLYD11thWGWh8fhsseu5oPakoHz9udSh3LjOdSAWCBJ9KuEhnvBzfRSI+Qncs2duvg8CeLrcGNou4Fhk51VKfrxGQrdSAnQYzWZ0D7JckKg903PWz7jWSktHo2rjJjj4HB2XUivsaLQ6KpeT+Ew9ktaEvuj5kif9tJzOlPs+2g6mGYwzv1k8vcGo07LmC4UVUuWai4b+QMprGm0Uz8uteJDQbzSi+8KaeHFdNUyF8fx3L5PLNXBlCO+Tndjz/o5pp3/TC+eTEAFgPJKzOfGio9/TTqfGTd+rL+JNhAab/tzJyecLOCKA8YAHV8JZvZT8xmVjbTWNrYUqAeZZL3kKtpeNAqfGeWvo3PPR9tdDRKsdtLxyeLad8UyLbxfNV+7Q3uvANC3nEjUKl53po+dFbyLlx8Qu50nq8xUojI7gOnKKoNZKS8es40Xa5KCrYw2nTgwx8DMLvfsXYZ2oiCQsWIsoB0rATduPxtnb00n1HA6dYh94OPLKRWS9nfa/z1doNZP5kxWlsZByMjsyvmPNuD+qouawk6bH9Mw0kZyQCb/v5dQPmxkJtXOyITnFU4ftW07kV/sYODIKqyw4OhzZC+qnEGWktxXPhwbsf5t0+LjaRudxDT3fczP0s2rMpaRD50lhzZ+yVhzzNYfyR8wa2Zb+UoWR+uPtSD900+bwEEODfnM8lcVU8Dkk8WAUl6OPFK1huZbo+VZazyfpH3mUhtmxJ+rffkGPbb8178cqt4fp6PISntJhOXiclh2lLrog7uc68KU8Eg3aqz20XoWZZ7JSQ77KnXffceEK5zrokeLpROhndIHYr4c50jsKW5robJg2aCVMDb20r+jAdd7N6JZOVQfs0f/RQ+v5MIY9R2cdeBU6bEePo+lz4T7rpfpLC5cCpCRH7Gf5e6XRhq2iqqTmFuqI70tD9x+n7oVs+5KPU92HeHNH+r5URkqV7ygE/+kOa/a20/50kqNDMmB3nsZ0zUvojw1IFNcYbJbEIWVkhL4Tw/g/UYgt12Laug/H/uq0g4y7jHS5ikuhnSeKlnXEu3+fOjGEP1qJtbmTxifKpF1nTRNOIpfBX+A6YzHFsgVlo0jnlUzgn0LEnnDSuCPtSS/XYdjRiOP2CK5/CiDvzBQG+q2NdG4tJrxQwmA0YWloxLFT7WmGSuaxqHxJRLy4+keRNpmQbrnpvmSic7dE8Kyb0S9YsKy6ydA/eDGpTC8pljnlSqtMowqm/Vu57cE1eJPKp5y0qy32ncDUcI4LDSreeCv9U5cIK9Wmnsm5C2YmkLY7ubBdxa3uFY4qmxEc/2mhyVUHrx+j70gr8rdacGzOtVqmIzKS89AVAm97kTUaNFc9+L6a6eBYGk5kCcPuJnpLClkvA3Oon0Xe3y+HwN3ZzoX9ujLXyyuOpfHcQf7ldUIxC84DafXlKjRIehN1DXX4m4fxhxyYkr+3ZMD2Um9xKdtaKwc71jC5zpixz0nrbbT0WRPFsTPTdPL/Xvmeswnl3R4OvHoHu+s0deuLGbAKPhim4eWb1PT2ZnVuK7fcNLuCWDuOUi0lIjqm+dwyJEm9+aHZYOfwK9vQ/om+aD2gnLLiYZOTWbkX4PqvY+ifd1CX3lZ+uQ7DVgd1AR+uS37uNJhSjeeVZuo7BovsKqbFerCXqmX6jBRi9FZa+rbNFIYv1bSbb+ZL38iZNnLPR9uL17NftMJETWvv3LpYrajGeUGN1ZVN/8iX5h7MW4dGWmfEtNlB41/ZcnYoU4cJxzl1qfbBM6V+hoRpT6rzSPNoDUeP29CvS3tmFRKmZ7o4V6O+o4X2/2qi16hBn16nsEKPtbmfbTHQaIDfpV1YQGfIXmR9bkWhAfTbHTiy6Jllk+eJfcnS2oI9Xc9YrsOwtZ6m+zdpPptlXyonpcj3fCl2FRKGHdN1kuayw0XwnjhF4ItOTh83Iz3wc6qlh+4/NtC7p/wnL4sh61CCeLrd3NTacb5SX95I9Jw2f4H6WQWuy7ZLq04bLPgOQS6KdF7pMP+ZEc1P3Zza2ELNE5mRV+73NBi/bi6bU0jaUk9Tme61NJmNLpO2NNHZXA1X2mgebKb5nUrksWXYWhtxPBKkz9nDkaYge7/ZRE22UPM5sFC1T5KRNjk4ec4RF9CCxSMm43/7IiPXrhOIgH7rPrqmlcvmXvRXTtFz4hDPLTdieXIXe5+uRp/3mUUJv+mi+ypYW53oXutg6PvD6LO1pl1qTuSFZi71s+awZsvdSrlolsBz1315G8azQ7hPj9Dy9LYskVceIittOMqkYWjX57lRRe6ubnPZm5ctl0CzbF46Eim/uYuyehuP59Cbwzd8RIGL7Qe4mP7Hop+/hH7DQrXezc2nQk6uMrPtUQ3uN9x41jmwp0c4vHcR93ug3W3JG7VSFCv1uVOR8sx9wacMyUL9S4s9iLkgoV+XZx8qZpFWaNHnSYfKeauy19wsA+WQ54l9aejHPXg1dVizRV69EUG721G+felhIKagyJEFTzFbDFmHZMLRdw7Hp8Io/OwUT18Mik4b1O3s5KTeh/ftU3Sczax5Zf/OSWy52owvJQqFEMICGVgSOqOFfW0ts7ncuzs5+YiXobej7Pubae+zhab+fgJvBZCyCM+8LW2BpbqQlt4elb3rSjILnU4672h06LQaqvYcxVFtRJf8TCokDLtb6N8ZJfwvfvyyLktnwbS0wf8YwvXbGKaGTho362FdC3J7Hz1nTfQfTEvHWzLrsFRUFExdyA6BC06h9ZLDYbNAzz1vO+lVNjp/oMf3Cy+nXhnOUvPqIL0vVc/Wx3oI0Wxu5FyWuvbFku13DIeC6J/cl9MpoU75zdV4JB7doXJ0aP5Ihy5nh4WHn/LKSR22oyfRX/Hifd1Fc1JtGZZr0a03Yf1mL7Y/1RflVFrzpBOnop/HtKIsXMnSmTWZBS4EXixFpw0ueTIbuyx5CsqiuUctPTwU1meyRmCXRZ6n7ksXZ2rxxe3LykdM2A/3p9W8etgoUlZd6aD2qoRupQHj0w6avtVI+EQfB56dThts4vBT2SVw4SY+S3Rez5dRuOBpgypsgyVqlz8M/Jff//73v1/sQcyQKPy47PPSbFtLNUTDBD5U0G80zUaCLQYxBWViGdKKJeeRWRKUUhwTgAdBvG/4qXwyR/fHfJQ6p+ZCmT8zd9eRpUssliaDpmLx1JAFegYxRWGS4lKTct7rgcLkcoky3ErwWWBO6z+GfDtIRDJgXreUD4EiXGzqRtOaPWVwMSlZziyGrMjCosjJMlOqzFqMJhhlla9LZA4tFZ0hcs3N5aglR7euXJS54PSEgjJVHl1APWX8Dku1KdNnlSWyxj8NlCzrUAi+5cGv3YVj+xJTQOYbMf+Apea8EggEAoFAIBAIBAKBQCAQCJL43GIPQCAQCAQCgUAgEAgEAoFAIMiFcF4JBAKBQCAQCAQCgUAgEAiWLMJ5JRAIBAKBQCAQCAQCgUAgWLII55VAIBAIBAKBQCAQCAQCgWDJIpxXAoFAIBAIBAKBQCAQCASCJYtwXgkEAoFAIBAIBAKBQCAQCJYswnklEAgEAoFAIBAIBAKBQCBYsgjnlUAgEAgEAoFAIBAIBAKBYMkinFcCgUAgEAgEAoFAIBAIBIIli3BeCQQCgUAgEAgEAoFAIBAIlizCeSUQCAQCgUAgEAgEAoFAIFiyCOeVQCAQCAQCgUAgEAgEAoFgySKcVwKBQCAQCAQCgUAgEAgEgiVL2ZxXMUVBmYj/f/SjAIHbMrFy3XwBiY0FCbwfJrrYAxEIBAKBQCAQCAQCgUAgEJTmvAqeqaX2ZR/yzCsyI99roOFsEIC777hwvRZgvLi74q6tpe2SXPit0596qY3aWjfB9D/cclNb24bvXlEDAGA84MHVNcLd4i8VCAQCgUAgEAgEAoFAIBCUmT9YsE+aihI4203flRBKTIP06C6aXqrHvHLBRkDwTC0dV7L/zdZ2AcemhRuLQCAQCAQCgUAgEAgEAoGgMKqdV5mOHzeHat3x/91gw5b3aoXg4BFc19ZQ09qLfeU43kEXrrZJ2rsdmCSVg7jno+1FN6GUF0N01Ppm/7mznQtb8txjg4P+79rQqfxIgUAgEAgEAoFAIBAIBALB4qHaeWXaf4EL+3P9Vcb3si/XH+HeKJ4rCtXNLdRtkgA9dc1NyAd68Fyz07l71pUUGjxE7SDZnUyrbHResMH9AJ4zQ/huRVBioNGa2PZsPfU7DEgAt/xqv5ZAIBAIBAKBQCAQCAQCgWAJU1zaYFrqn37rPpr22zAUiJyK/esdQpjYlRxiJZl43AR9oTCx3To0iZeNDf0pzqwMJoK421yMrKrj6MkajCtiyP88QNurbdyN9dK5U8RUCQQCgUAgEAgEAoFAIBB8WiiqYHvo9SO4rkDN35/j3OnDmH7tpq1vtGBnvvGoDOjQrkh+VUK7CpCjxRV2/9DPyH0de//vGoxaoEKDbutBHFtjhEYDSWMJ4X6xltoii8ALBAKBQCAQCAQCgUAgEAiWDuojr6aCXL8URVdzFPtaDWBm375qfL2X8d8zxt9zpYPa6bpYG8o+1iIx4jjZiW1VKdf6ZupoiULuAoFAIBAIBAKBQCAQCASLh/rIq/+IEI6BeYN+5iXNF6swEuLubxIv7GznwoULtO9MvVSnNwAhwmPJr8qEQ4BBX1zx9PUWrCtl3vzvFwlFgakY8rsDuN/VYH7SgraYe+XERvuFC1y4IBxXAoFAIBAIBAKBQCAQCASLifrIqxVadEDkfhSmXUT3ZSLoeLyywLVGE9X4CPwqin114tpokMBHUP21qpS35i3YDrDchKPTiXRmCNeLntmC7Qc7qd9eHteVQCAQCAQCgUAgEAgEAoFgaaDeebX8cSzbNfRcGGLU1ET18jAXX7uMsrYOy1oI5r3Wwq49WtrOdOM1dmJfHcF7wk1wpZ3OLZqUtxYs2A6w0kxdq5k61YPPTeyBwiRRIiGZSb2puCgwgUAgEAgEAoFAIBAIBALBvFJEt0ENloPHaezvxv3XtfTFNGg32ml/xY4eOb/zCjA+exznVDd9R2oZjmmQHt2Fs7MeY0Upw5bxvXwIt6GdC/tNmX9eJqFbXYkmW1LkB24O1bpnv5VWR+VykP5/9u4/uKk7v/f/s+uKL7u65MqlqOwVyUTlItJBXyYKbTwpJp14Mwhu6mzrZBynwWxdMSw0rrOsabhOXFNc77pQiHe9ZCEMqhtMNg6zuN04uSAm6+0G78117ibO8BWzQZRVJqCuqyxr3dCz5Wt9vfn+IRnLtn4cyQKU5PWYyThIR+d8dHTO53zO+3w+74/Djed+B1WFFEdERERERERERK6LPIJXQJmDqie6CgvwlNnwfKmDni8V8uE83VHH/u7ZL7s3HePYpuwfjZ5I8+KFPja3DLD8iUM0r7YWpYgiIiIiIiIiIpKb+YTtn2bzrZRb0N4SEREREREREbnB8ut5lZEVR4UXry1X5vYiO9VO7aks72dK+p4vRzW7X6ie61pERERERERERCRPv/bRRx99VPS1XjUwJuZhtVpyL5sifsVgfL6VPD9WVMbZAfreLGddQyWOm1cMERERERERERHhegWvREREREREREREikBZnEREREREREREpGQpeCUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSshS8EhERERERERGRkqXglYiIiIiIiIiIlCwFr0REREREREREpGQpeCUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSshS8EhERERERERGRkqXglYiIiIiIiIiIlCwFr0REREREREREpGQpeCUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSshS8EhERERERERGRkqXglUw3Ece4YhCfuNkFKUSEoR4/A2eNm10Q+ZSKGwbG1QI+eDVK8K0RwrGiF6n0JescI36zCyJFFQsz8laQaCHnQ4mKGwaGDtSPn+t6LKrd8UlinB3A3zNEpJAPf5qv4zPN5V7iE3Pt+JTWDReH8Pf4Gbp4swty48Xn0JaNvO7H/3KQT9nRUpDiB6+uBBko9KA946e2tpXAB0UvVR5iDHY10vhiKP+PfhCgtbYW/5kiFCO5rtYT0bRvR88EOLirkc0ba6mtraW29jEaHt9B5/ODhPK9cF4eZF9TI33vAmeP0ODrZPAXc/0Cyf3YNUj24hgEXy7WCTvGuRMBht/Xqf+pU3DdESP81ggj7xWjtRll8OsNNBwN5v/RKyP07e5k8P0Zryfrgdpc/z0dIH1N8THwi0E6fQ10vnY9voHZeijRyPS/buKW5d0+Gpv2MXi5SEUsJcW8hr0/SOfuPkauFGFdBYsSeLqW2sMFnJNp1jX49QYavj6Y/7lWwH4NHs5wXud5/MVHg4y8FU4c/6nX+jkKvdhIY1MfuVpKiWDAAMFiHAeFHp/X9VicQ7sjj+vWtN+xAJNtxkbfY9euG4/5GmncdZDAmSLWve/20WjmGMvjBjd42MQ1sEj1lvH+MIET5xgr5MOZruOE6GtqZN8PSjyqFQszUqzgW/K6fuRsAZ8tiWtHMZTQPcmEQeRHfXS2pN431vLY5kZ27O5j6KKZMqYLxiXv4VLbTmPnCJwIcC7NSRQ7G6B39w4aNz+Wcu4+xuamHXQ+HyB4g9pVxsUh+nbvmFUfmtoXGa9DQY7MoS07FgoQGI7M4V44cT8THI0X9Vpfin493w8YFwbpPdrPcCiKEQeLzYn7C3VsfdiDrQy4GmH4RADnKh+Vt07/bPStPvzfCRC8aBDHgvVWN94/8VG3yp5XGYKHa2k/lXs5b+sxfCtTtn+ilcaedE0tF75nO/AuAhgn/vMo0QXjs5ZKfPc+Tp+NEQcsNjdrHq2n/l4n1rJilD+1HJnECT6/jc5Xx1jywFZanqjAabPARJzoxWEGvn2A1lP9VD/VRf0KS2rpCb3USefLIYy4BcfqrbQ0VmIvA34VZ2w0im32V86z/KnfIbkfiZN9tQaR4QCBuJ3qB91YM28Vf207gXRvLaimw1+Py1zxEw3GjtlrcjXsp2N9yrF4eYTe/Qc4eTZG3GLFtbaJ7RuSx7lJmY656cemQfiEn+7vDhO5EsfiqGRjow/v0sx7I6MrYQLPdeJ/s4K2Yz7cM983wgQOd9P3ZiR5HGykaZMXpzXPZUyafs6Da9MhOtbarr0fG+ml+8BJgrE4lgUu1jVup95jm74SI8zg0V76fhQkdhUsCxy4126cqnPm5BKDuzsJrG3j2CZb5sUyHDMALPOx/2te0tdiUQJPN+I/s9EoBAAAIABJREFUn+/nkhZ56TjmzbZE4nwMZ10kIdt3yFGuzHXndNPPoSznrJnvnkNx66FEIzNw31347nVk3/C4QXR0jPivCir2lCthBr+Tclzb3Kz5ko8tq2dvP9d5ZLauMi4E8O8/wlAkDvMdVD7ahG+9M0u9m172fe9NX/eY+uyUWfVxOsm66siPIsSZQ12V5dyY2Y5IW4wi7VdT8jz+xkb66Oxx0nbMh83EtT7XuT65P8aNKNFRI8d5NRkMiGNfX417QY5lC9iP2cpr6hjKqvB2h6n6KY+STPsd8/gcxAn2PE77CajY0ETL9uU4rIm2YdyIcO77fXR3NHJ8fRvPNrixZFrNBwFaH/dnDlaubePYJnfy+Ixi5Dowkje48Ttn3yvM5N50jGObsiyQLFsu2Y4VT2MPLfdmONJyffecv+c4xmiUsasmG9nZmLqOm7mXSOP9QTp3BxLneJaDLNuxnf2cy3I+TR4/+TCC+Lf7KX+qi5qUY8i4EODgXj/Dq9Kv01S7M+c1Nct3wdx1w8x6pu2XrG1zg5EDjRxY0MKhDTNrpSiBXdvwX1iC98+b8a1yYp+feCf+QZjhVw5yoHmAk5u66Fibrb5MtJPCi6upXjF5riTv4ZwVOdtO0VOtbDscZvlDLbQ0TtVDTMQxRs8x0NNJe9NpfN/IfewWGgdIlKOdbYfPUX7PRpr+tgrXomR9GAly8lhiXwxu6qIt677IQ7b6owht4SmJ+5lww346fje/+/qPm/yCV5EBWlv6sD6yk65WF7YyiJ0P4H+mk21X2ji0KfOFL/Z6J9v2h7mroYVn17qwESN0ys/e3dsINz5Ly73mL8eFXsjs6zs4tn7Gi2f81HaYuPM738u2p09Svn47XU95sH8mTvSdI+x7ZgfbIh1pKot8yh9n+JuPse9HThy5LjYfDNL3ahT7I13sfiiloiizYL+9El+nnXmNrQz842mqV1Rda+TEXu9m1/EoFU90UWcfpvuvu2k9YsveWDFR/kRjwJn1ZiX79xnh9HmAYYZHq6lenHGr+I4dwzftNYOhzga6/92eZ2MOuL2O3X81o8KYn9JwmQjR29rJ6RVN7PF7sF2NEPjWLp7saaFrU7YgWxr3NtHzJc+0l+Z9bur/Y69303rU4KG/7sK72ErsjJ9dbZ2wrwNvxv0xW2ykl86uk1hdzkxLMNTdypH/eIid3/DimB9j5PldtO6Grp3eRCDT1DJmJIOs37dTvb2DJpcDqyWO8auUo+18L092nsb9xB56VtowRgN0//WT+Hd04VuZ3MMTIXq3tzJAJU17XqByseVanfP4T5t4tqUy/98+1VUj8ZTDSAQFsp8LhTQI7Xi/dmxWozZ4uJb292Fero9fHmTfrn6y1VDjMSBH4x+AlT6OHfNlXSRTICxt3Tn9k/hr29OWc2ZjNtHo8NNYO72ONl+DJhSzHoqfGWYI4MfDjBgePNcl6pAqTP9/b2X47q207GvGPh9ioT66n3mS7s8coumeyQKYOI/M1lUXB2hv62XM46PjKQ/8uJe9Pa20x/ew+8EcAbt0Cmx05bx+ZzmWppmIMLCrld4rd+H7WgseRuh9xk/rrnH2dFbjyCewne7cOOOntmOIeZ/N8dmi7dd0NzHTzxNv68xrYEL6m/JEEDHf32fauZ5sHxV0I5woGSNDiXINvxWl+oEspZnTfsweMC1c4e0OU/XTz4pd3jSuDDNwIob9od00Pzi9bWCxOnA/2Mz2sQZaXx1g+GE3lZkCjNMepCTP0YKDg3GCbw4BMPy/Rqj3eLK2qUIvNtL9RpYFJgzGgEwtn0lpr2Pne2l4egC7LUsJpn335AMpZ5rAyA0cNWI+OGJe3Ej0+UgMjc5xZ1BQ/Z/ufErszyMFPIgM/WM3Q6uaODTZ/pmIMXK0k73ft7I8U5vIbLsz5zU13XfBdCB1ipuN/h7qZr0epv/JdsJLlyT/nattbsXzqA/n4wcYuK+L6tQq83yAvnfjVDzRhm/19OPcsshJZUML45HNHHwpQGhtHh0BUp1qpzZrMCnKyA9DxG+tx/eIm2k1epkFq8NNXUMdw9t6Of3jKN4c9UrBAe2JIAPPB2F1M7ufqJhW71gcbqq37cb+mc3se36A4Bd8uMsSZU/3EDrUUTt1vV7mY//XMlyn0j6EjtDftI2+JfY8zqHp5XCt9cKpwLWgmLe1zfSaPu7yCl5FzwwToYq2h1zXLtq2ZV7qHzxNY88w5za5MzQeIpz+3gjc20zTeleySrThWt+E78Kfsu97p4ncW00BzecbJM5w4CSxW+vY2eBJHmgW7Kt8ND0SZNtLJxl+2EVFoauPnSbwI4AA7bXTm66zKpGfXSIEeJdl2FtlLjyrYOBUmEuQ/J0iDH53BNa20bTaAdSw9ZHTbDs6yNuPugsvNwahsyEgwsi7Ptx3pImGL8v28TD93zpCaKETJyH6null+c56XKZvHGNEfwYstVGeR6ljo2GYv4TyBdaMDab4mycZGK+mY2tl4iZogYuar/oIbvYzuH7GhSGL6GgYi9WGdUGmLSV+m+WbDlGzLPFrWVc3sf1fGtj13WGqGivMBRcnQgwci1K18xBeo4/adN3nLw7SN7Ic36EaXDYAK5VbtxPevIu+t6pouttibhkzzvfR/aqNuu62lICkJaWHYpzh/zFA/IGO5DEJ1gU1bN8UZPPzg6zbl6wPzp7m5GUHdfuaqEyux7bMS1PDOf5070mGP6gs8KYqIfZGIBG0eHOQ4VgFlXOKhJkVJRIGnI7cgbdkTwnPdWio3lSpDd+8G3szzbEeujzMgQMBxm934owMcuCAm45tlXkEagvhpKb7BWpStmFd5cO3dojWfx7Bd09lom7KeR6ZraviDH+vj/DiOrq2eRPLrW9m5y+3se2l4wyvbaJi/vX8vsUXf+s4fe/ZqdvXjPdWAC/NTxlsa+7j+FvrzNdVGYRGhsBSiee3s5aiiPs19WYo+UDrQh1d3TXT20YZh0alD+DMZUBY+CcjQJThYAzvfTbTPTATDMLHuzly3oZzKYS+s4/epW3U35HuWvhxOj7zb3fEfxkDkvkQS+Z7TLHMzzNafyHICBB9K0hsfRW2nD2Tpou9cYDuU+M4lzq59IMDHFzRQfO9mW/hxo0o0QXF7KEwJf7zMQzslOfTiPxEinH6+8mA4j8PE7tnjg8GTYty6Tw4K/P8Za8McfxlKzVdKQ/gfzpA3wdVdDzrxXipltmDxc21O4vV/jfLssA6u53/7giDH1ay5Z7kr2CmbW6rpPq+A+x7LUT1l/IJQVmYl0e9FOpppLZnxoupPcTS9g604/kDF5bDA/S97KTuC+l6XvURsbjw/W6xz/IUv4gQjoPTlalHrxWnywk/ChP5BbgXJcqe7iH0bHmkJ7h6iUuj4PQWcDBN7usPArSeSg1kB5lLS/rjJK/glf131+DqOULf8TVs/6Nkz6v3Bul7OYR1bR3LM35yjOhFcN7vnHGCWnAudcLrUcbgugevsg0bzG6M2M/i8DvOWWV03O6GeJhYoWOzJ6IEnvETtLjwpfa0yXRD9/kluIDg+QisTLPHJkKMvAGsdDIZr+dKmHOjUPHo1C/k8KzBfnSA0EWoKPQKdb6fI29asS0c5+R3Anh3elOi4ckIcdrvHCf6Th/7vjlA2FpJc0cTFQxzsK2b1q1Bqp9opu5OO5ZcN4+Xg7w9CvY/WJJX77HxCeC27IGDc+8OY6lswZVaBpsbz+0HCV4wqHaYbOxNxHE6slTEl4O8PepizcrppXGtrCC+P0SYCnNPQcpc1Hc2J/4/w81N7CdvE71jDXelbqrMhft343SHwnC3y9QyZgR/eBLj3ibWZew5do7gmxYqn5q+PtvveHAeCBK+Uo1jAUQjYeK4cc14imZxLsfJEJd+BhQavBoNsPdwENu91bjPDnDgmQCuvHqXFSrKpffA+fvmL9CB1Cc8aV2vngcJpocNXqftZ1VwPZTo/dt9dJixpXV07KjBPjrAvl3dbGsaZuNXfHiXZaolQvgfr83eUMg1DCLNcWb7TTuEEr0BrZg5j8zWVecIvh7H+aXKaT2SHKurcL7USzDURMXHLDh67swQ8dvrpw85urWSqtv76D1zjqa753A2jA5w5FUDxyNuwm21tKc+cZ0WCL1O+9V4m+E3gfhJBs/XUJ8t+Hq9xIboezmKbaGN4LHjBO/24U7puZJt2EZ8dIS+b+5l4IKVym17aLobhg+10t22meAD22n+Ew/2aRftj9HxmXe7I8a5n0SBMYbPxKmYFVSdqktyD3Oc/YBzplnrWFBB9Xob7cc72ffZpmk3jdeGDR6PYlu/hYocwzonv8/QsQGiC23YzvRx/EwFvpUpPQuyDWuLhQj0dHPkjTGcj3TQ8pCd6Mv7aN2/jca3NtLU4E3emKdxfnZv3Zzf3YRz7w4DFblHPaQYjwPx/LMyp73pn+b6XseziZ7Yi/+MjcoH3ARfPcDeE645Drk16XKEMLBkcX7bMkZOM7J4DRtTb4OW1bN7e+J/04cRzLU759T+nxgnjiXt9d28OMOvnYS1O68F7c22zd13VzG++zTBDa5kryFgmZe6O07i/3Y7frZQnW7Y4JsWXJu8ptpw08+zLG2sGexrO3jWEWDglV46X7lENDZ5DlmwLV6Cc9VG2rZ6cS80sbJp0vQEjV4ijJOKmYfVbzhwWmAwFMZYb08TwDIIh8JgqcLxG7O3lDq0PeOQUxPiI8MMYaXadQPOsU+g/IYNLvLS0mmh9+heHn9pMu+TE/cXWuh6ONvws3Lst8LghTBx7CnLxQlfCMOtFXn1nMkpa+VRyMWhHNvnLfCTMBGmd3eMvBcEixPbAiDfANYHI/j/bi+BSDneHT74Vi21M7olzqpIFlVR98AAnS89yY5/307Tw+5EQyQl51Xgqp3qP14zFZxJDo2yW1N+oflWbBgMPF3LQPKlXF2up7k8TPczAxieJp7dZLD3K35auyzs3FaVZbhGjOEDnfjfCBObsOJa28L+DZ5ksKCCLd1dVBztpvuZRgbKbLjXN9H8aOYherEzw4SwU3d3fmHPxFPQbGJEwnGc98ysVOw4XdD/fgRzt+lxjFyZ90YTFWzdzMp6iRPXlbeJXgGXqQZlbpciYbitblbQznG7C+OdKAYuU8vkDttFCJ2J485WJ1yOEI47WTNzFy924qKf8ChULgC7w4mFIKGL4E65SY2HzxHGxZrP5yxMWsaFAfbt6iW8tJ49m6qxX7QQ+Ws/2zrH6XiiGmfafZ4+YJGt+358NEjwQoRzoUsYgPH+CKGowVjcyjozFy0TOa8KdtXAmJiH9Vq9kDxe/1OmHolFbFinuREpKPBVSD0UDzOwex/9P4lilDmo3LAb39pk3sKl1bQ96ybw990ceXozRxY4uGvDdprvS6ljTAy/LEyM4EgY6+84k70LTJxHZuuqDxI3CK5bZyy32IkLCEeisPLmNKLiVwzG51u5dhgmr1dWa9ZMR4neiy7njJ4Yie9NOEIUd2G9NC4P072rl/AdPrr+qAL7Q8eoTm5zViP9euzXiSiB3d0M3eKlZtUw/c/sw9HaTNWN7JpuhOl/5gAjt1TTsdfD6e3tdO6aR8tf1WfNWxV78yCdh08TjoH1jnW0PFuPJxkUqNi6n667e+n+9l4aXwXbimqattfhtlLSx+dM+bY7jJE+es/YsC8yGOo5QtUKX+I7X2NuOPqsIW+mh3RacDccYv/KfvpeOUjn98aIXkncNFoW2Cm/zcW6HfupMZV71iB8fC8HRqxUf60Lz9A22ne3M++pNupXZD5f4+8N0Pl3/Zz7wABHJRs7p3J6Oh9s49CKxA1h6+YjWG+9i/qvTj/ecw81LtBEiJGhOKyu4C6zPU+uhAi+B1wOEprwTA9wZJRhiNkc5HqgZXpY4YRB+NV9tB4N49ywh60P2gnPj7CrZxvt8Q6aH8iQ0zdtMDF7GyH23gjhcJi33xsD4kRDQSKXx4jiYd1/NVHWFKGzI1g8eY7YMdXuzLf9Hyd6NkjE6sRzuw2iUcI4qZpLdRU7TeB1OzVdU9sx3TZ3uamIH2Tkpz7c1x562PHuPITr9X76XtlH63NRYsmZHC02O0uWVuDrbKOqkDy7ebKt8FK/wkv9dd5OLBImjgP7zB1W5qb6z9wMPtfNjl/VsaV2HW7H9JxXfW+A+8vVU8G/SaMBOtuOQE0HPX/kxPhf3bR2Ps7Y9kM03Z3Pvosy+MoQ3FpP1c14MPUJkHfCduvSKrbsrGJLXp9ysOaLHvr2++leWo4vJeeV/3XwNK4pbq+rfCqPq4lpLWOjIaKfceJZmm4hCxXeddie7qO7ZwnNG6ZyXnW/FMG2fmsiOm42eBULMfiSH//3w8Tnu6lvb6Z6qRVWpnRLzDiUxoL7S/vp8gTo/0c/u7ZOVkIWrIuW4LrbR8dTVZmfXs3gbT2G7/N5DNuZmMz1FSB8i5e2pkpsVmj5qyjtf3OQbQ2D1LfvpPr2dB+24X6wnq33l+P+bcfsnlVldjxf6qBnQ5zIT4OMfS5LotarQY4fC8LKLVTN6JVz7elWhjH5Y2NReL2Tx07FEwHYWQnAxyHL9L6G6aSbY8SiEH5rG4/1xKcn+b8v+d0mIPPzu+QwgyIFr5jI8qTw35O5n0wsk7uKHmNs1ILdEiXwzankkrYV69jaWI9nIZA12bDB+H8k/3fFOupuH6T3693Yd26dynnVMwSeJiry6XU1ESd2cZiTL/YxMDJG+T1b2NOUDHIsq6OtvZyDe/3s2BLA82Addd7kZAjX5J/zynJ5BP9rY3huswLluP+wHvsr++i/Wo0j1Ert09N7M6UGkM0mpEyVz5Pn4NEG2sOp50jieMVpuz6JplPNddjgXOohi5M1j/pwljlZfqttdj20wIn3iS68fx5LPIFbfGOiBvGzx+n7iYu6L082WE2cR0WrqwqQsSdEPkHOIEd8M56YXomROAyvf0N6mpRj6pKjmp07bkQvzOnbj5w9Sd9zfQxfWY5vjw/vomqWXGnnwLbHCHxhIzX/rbLAYf7Te+xke1CVyCnoZ/hDF759iWH8rp1NxHZ1075lmMonOmi6O30Dw7aimvovV1G+woUjTTDAvqqeDn898UiIYMxa0CQghcunh1MGebY7jLO9tO8dxLK2jd2PQt+TnbRvj1G/tZ51K+zmem7lGJKXvgfo7HPQvqqGplU1pr5mWrEQgcN78b9p4Groon6ZFX67g6bLrXTv2szwvU10NFak7dFuuXUN9X/mhKXLZ1xTE6xLvTR1edkaC3PuAiyZMQIhv7m/zdc/0e8f4eQVK9XemekZps6XmUGg2I8HGbFYsFw5yck3a3Ddc4PrqWI9PInHCL95kr7vDDASK6di655rD2lcj7TRcctBOnt2sDngofpP6lh3t5NpP10BOa/GL5yk78fluOwWmO9kzcNOgof9DK6sYPyl2hk5k7I9zopyKQzO+5dkWSYNU+3OfK+pY4x8pzOZA82GEUsO1P7M1BK57klminx/gODKappSmx5m2+bznThvNwj+zIBlKcdmmRXnffW03HedwkbZcl6ZnSxomrk9LLWt7eDY2vTv2b/QxiHXEAPfGeBgW9+0YP4SVyVb91VTeevM8zrO8HePELp9I/sfSty/WVdvpeknI7T3DFB9d9216+pUD8sMQ/lPdHPkvIXKbVXXZcRZag/PvDqlfIzkHby6ZiKO8ctx+DBCaDRKNBTk7TMGFRvSH2q2e1vosvbh/04nj/ekzDa4o4u6VcUdWT2ZdDC18pgyvRFnWWCn3ApYHbjvqca1NEO1sqyerk4HvUcPsO2xlNkGN+2m7d48Do/3+ml8so8oFuz3+GjeXNgsbvaVXrasNNkjY5EDJxC6mPL08lKYUCE9V8rGCQ8NEl1aQ9tf1l17gmi9o57d3/AQeC2K69bMTTKrw40n47uT27DgWObJclIbBI92E7hso/qrVbMaS7kapu5H99P1RSu2BVasGERHh+nb3cnjo80cmpHAb27seL+6H/c8K7b5VuaNG0QvDHBg9w5af9FF10Olm+VtTi5HCDOP6LE+7H++k0ONNiy/ijL0XCudrdCxP4+EkGUOqnd2YD3ay5EnH6P72myDLTz7sCfPnAxRBr91gMFb1uDrrJ/1lMm61Evz/gpCr/fR9+IBun/dOfffaEU9+1ek/Ht0gNaz4GrwUrW+nqoHkq+nCeBct6fNGSWGM9rvKm7yj7RDJeb6tGmO9ZBtqYljx2LDuSKltrqeN1KXhzmwfxD7hq6p4KiZ88hscOU37CwBwqMxSB2iXOCQjdRjM5Hkv4j5aKKXCGMn+2Fox74EeD9CDHfKbxkj8j6QVxLUxFTffd8bJnS1nIoNu2lba3IG4aLu1yhv/+MQ4/duZ//DHuI/8uN/s4K6bfs59PAQA995G2N+ob0wk8ehiUCxceYkb8+vZEtrE1WTQYTFlTTvcTL02jDWbE/GrA7cq3KXxuJw4UmtWot8fKZX4Axs1+TR7ohHCOx9Ev8IOB9qo+thN9Yy8HV3cdd3/RzZ2w17OpI9+nKYQ+/b/HKUJWUa7nwlyMkzViq37qTpvuT3LLNTua0L5/8KMPy55Znr1DIbThPtfIvNOf34uZ49j0cDdD8fAk8T1XfMfDNDvW2M0Hc0iHVtC77YXrqP9FG1cmZPulRZZhvO4nokY59ldJDu5wYpX+1j959UzehtbsW5vplD94QYfKmPvue6mXfb9Bn9CmH/Qgu7vzD1b2PkIP7LVrxb11C1soqqyfZOzom0okTfA+fiG5OVKx/GVbDNd+JIGU2RV7D86jDH+6NUPrGmwJxj85g3HwwjEc66Hg9B8855Vcze6tnaYRmH5c4+n623VlK3ozJNovxMzhF8I47zTzwpbQsL7lUVcCpI6DI4k795tv1nnPHT2hPCurYN33UKfLsa9tPxuyNzzCVb2kwHr2KnWtl8eObhYsG2uJx52HF5HNjvrsR9S4zBDOuwr6qjZZX5Q6VQY79IdOt0zBiKlXvGLIA4nj9pocU6O6JfWK+zGW6voHq1gbWmJk1kN8VnLJQvtsP8yfnICrsIJk4iJ8s9EBgJEnsg0egKnRmGBVU4F5HnDClWKp54If3T30VuvI9O/sNO1VM9VDLvWjCokErU/kgX+2cEECKvdtJ5avLpX37rA8BqZ2rIuhX77VU0PRGhoW2AoQ0VeBfOyzpePWcurlQL7VNBOIsVx8o6tm8KsfnwSYIPJWayyPr0NW0AtkBllsxPlMqSM9+ZWSYXqw0749gf3U71suS3K7NTuXUrwUf3cvrdelxZZ1GcMeTX6qTqy21UfdnMxrMoc1Cz7wWyPnsus+G6bwtt983pLE/PCOLf1Uvo1jq6ijUFbzFdiRGNgy3j5AK5861Mf7JY/KESUwqthwqrRyu3vUDTPdfpRsoI4m/tJnp/By2pDR4z59EKk3VVmQu3BwbffJvY2pRZaM8MEypgyMb1ZFyOEseG9XPZl3Ot8MAPhnk75qXq2hd6m+F3wXN/PoNQrSy5dQl3bVhHU6VrWi6myOt+TsYqqHsww/D1Yu7XMgfVO3dfC2gEQwEC4SVUP+jGnmxoA9d9hjrHQ1288FCaNxY4qPzjqdrTvaGHnkemru8FPV1fnExI/zE4PvNqd1gcVG7ciWurC+e0HDV2PI+04Hkk+e/4crzr7Wl7qRWDuTavSbfW0HUkzdWzzIpjdc3UdXXFRnr8dVMzKhcU9K+k+ch1TNJ/ZQT/Lj+hyV67Zj4zEWXowAEGr3po+qKHyvhGTn7FT+fucjp21GR4CG020bMJxX54kun3TGVzFaftlc5ogM69g4yvbqZu5dwm1zAta3t6st05t/a/fW0LhzL0+DEj9kaAofnr6Fg1Y5+YbpvbcNw29VZxH4LOrU1n9h4wa/B2DgHtQu5Bp4JyiaBg9OcxSAlfxWJRwIrVxM1R5Af72HVgGGOlj66GPGetn2kijmGk9AK8amBkGcfzSWM6eDWzC97k1L9N3TMqxg9MNl4me24BxuUwkctWnEWqv+ILnHjuS0lYPo3Jm5e1iS6gWbdzxWAckr3PxsmWl3uKA+8TyW6bEzGCpwYYeH2Y0PtRjDhMDf+ronrn/pTEdZkuguamLK54wIu1w8/e40vwLT7J3lcNHBuq5pBg2eR+TLmZTV+JZpl2eKaJKCNH9rH3xCXK17dMv9Gbq4V2HJxLdiu24XBaCI9GYdrz+yjhUAFdlWewLXRMjRVcvAQnp4lcZnqSwkthQpY0ubDmYInDCUMzeypA5L0QFmdyLL2ZZXKZX075gnlQPvPia8e+OM7YBLDQgdMS5lKU6QnXR8OEcE498Z90JcjAd4cpv983PUHzzXTVwIgbRN8PEYrYqMwWkLo8THfrPoaooOkva7LkhZvBbIO1oGmrZ1hQyfYeD6SZeWpuN0Exwm+FMRxu3IuL3UjNtx6aWz0KyTxmESvOVc65z8ZkhOjd1Ulo9U7aHpoxTNrMeWS6rrJS+XA1R572s/e4k5Y/csJ7/YkJC9a3mUzUnEXcwLiSHHr8YYTQqKXg67l19XZ6PGDNUSbr6oeofrEV/zP9OP+yBidh+p/xE1zopS2v/BNg89SkDWpHzwYIhO1UP+jGihVHhRcvjpTf6UbtV4Po+xFiV23m9utVA+NKlHDUWnA+UXMN/ZSb4wxP1yfbitl7IBZ3P8YNg/FfJfeZ1Zm7t3c2BbY7rA5XYsjGRJTgqX76T7zNudFY8tKfbOfdW83GhxNJorMzH3Sf/dTfIPhyH8O2dfjuLUJvb5NByms3oJluNk3n7CrSTW+ScSHAwb1+hg03vj3Zek2liIUY2L+L3jNWvK1NyVmJvbS0j7NvVy87tg5TvaON+kyHxtUowbMRrEs904OZ+SjCfrye4lcMxq9GCYdCRGyVeLOcJsaFfjrb+gg7qtm5qZijHXIw1e6cY/s/mYqGDyNE8/5iEU6/EsTxRd+sXtWm2u/NdZjwAAAgAElEQVTAtd7H0071CEM9Jxm7u47qLLnpTCuwPZ4zkJZnCgnjwiD93w0wfCEl+bvFiv02FxX3VuNd65429H/a9pP12LQ6I91r17io+qKTky/56fW0UL/SRvziIP5jQSyrm/Fkq8M/GKH3mb0MXAD7fc3s2VyRTFFToFPt1P7Ait2VGHoe6KhlcIGd8rtdn9hhgjMVPmwwD8Gex2g/MT0iaLHZKZ8PJHttWW1uHEUaReW4dwst9+ZYKONMULOTsqbrdXZtuCFWHCtc2G9ZgvWWfEoZJbBrG0cur8H3l21sv3Vqdr34B2FOf3cfnU2n2fiN4lyQLCvraGsw6H6xlR1XLTgfaKHlgSLs8CwzaiWGk8x9E5DMHbF7gPCEfdrY/KK5HCWCPZF4H1i+ogKeGyG00T11EYkFGXnPQcWKud2yxi5HYLE7cVOx0E3FrX6GzySmIp8UOjOM5Z4tWWbwzJ9tRQWOwzN6KkyECP7YQsWXl5teJjcXFffCgTMR6pel/E5GmPCoHWc5wHLc98DBH4fwrZgKocZ+MkL41orZs41cjTB8IoBzVYaL5W1VtOwwTNwEzMWMhO3zbdht8xJDZVxr0qeHnjAInzrIvqPDjNmqaG7fQkU+AUkTT5mKeZ5ZsibJLtQlBnd3Zg4MzXdQsd4Lt81h2zeoHgIYG+mjM3kzPqeaYCLCwO5dnHa10LUh3UQIZs6jPOqqZfV07bTSfbiVhpfiMN+B58EW9mRNCD9b+uv5IPueTvS5ti/14LjFjiVt/kgTyiw5A1eJ5VzU72nD+m0/rb4+4lhwrKqm5Yk63MXosWEMc3oIiA8QOF9N/TIr7gfTBGCKtF9DRxtofTl1hg8L1kWT+zWlnZSx12pKz8hk3WRf6aNmLpfKLEHxRFBqDuueta257McM6SAWuvBU2pLTnedv7u2OZDvvahVbv9pBy2Q7Lzk1/OCL3Wx78hxtXb4cx+xU0H3WMN3kDZ8zY+DGIDIcIOCsKE7wCsg6BLOQHIY5FOWmNx5hcH8n/jeisLSGtj11WScfmOZKkMHQEmp2tlGXcvNvTU7wMfhKiCW3W+GXmT4/Qt/u5G9UeiPdCjMj5+HkPZ3V4cZ1j5u0lcZElJGj+9j7ahhW1tOxrbrAvHfllC+GczFzWVinmGt35r6mxgi0bcb/bsqqz3ey+Ux5ogfUQhee26w4780zY9O7g/SPVrJl7ezz1HzbfJzxq0BZalegMc6dCBBeXF2c4FWu9nj5crzrYXlxM1BMEz3VyrbnY9z1yBZaGqdmUJ2cvCzwXCeNL1eZqFvNczzYRofFT/c3H2fgShzm23B/oYVnN3iyHoXRN49z8sO78HVuuTZRRWFy9eQM4v/+EGNz2MLHxQ0JXrkbXuBYg4kFz6Sf3PSa65y8MZNsid+mMdvrDOCDEU6/G6dixxaqZiQVtixyUrXZR/AHnZz+cRRvUXoYWXGub6JrfVMR1nXjWW934V7lY8ufeTPMBGdWiMBzYexeD66FiUokFh7Av/ckjoaua93ULavqqFvcyN4DTnZ+yYPtaoTAt/ycW91E8+R15XwvDU+/TU1XF9Xp2oSXh+l9zaCisgLHLQAG0R/3s+/wJbw7mpMPRhxUbaiif+9e+pc04V1sJXbGz95XbTy0byqJaOhoA60jNXTty3N2lVSOKjbe18/eZ/pZ8hdeHPNjjDy/lwHbQ3RNdlE2swwGQ50NdC9o5oXGmYlOE1z/rQ7rV3bRvXgnvrvtzIuFGXz+CG/f8RD1twJYqHi4joGmvXT/1534VtowRgN0Hz5HZWNz/t/R5sSTI9fKnMb+mxqzH501PbNxto/Onrcpf6CFtmsza+bBdM+r7G9n/u6Zpx9Pncwhvzo3z9wyC9xUN8yooXOdWx93E1ECu56kv9zH7kecMNlrKWne56xYysycRybrqiTrihpauuaQtJl8ruczj6tE77a0V8k8clVMs8BNzY6u7EOBC2GE6d/dzdAtlVTdNsxAjhn/irFfXRt6OLbBxIJp2knZekZGTxyfU7lupEL2o6leoWfSvRimb+sOBpY2cWh7Zdqbjzm3O66183xUprbzyixYHW6qH61mcFsvwyEf7uud4+hjzOy1O2uvA4uD5S4X6+5to97UzIopsg2xW+Ck6tHkljMFr0pOlro4o6nruqmhaB/Mrqeip7rZe8rgrobdbDGbVzAtO46lMGB65u9J5tqdua+pNrztZoaDBtNMppBJjKF/PAlrd6YfLmuqbQ5cDRN+z8rygrv4FcGtlfgaKme9XJTzGIAoIz8MEb+nheYHZ7QOyizYb6+kvnGMt4tet07eR+f3KfsDHbzwQO7lxLwbErwqmuuZvPFGW+RhzR0Wjvz9QQYX1rBmVs8rP8MWFxt/twRz49wM1grqnyjGiuw4bMfp/foRwrE4TE4c8EQXdakNmjI71U91EN9/gCd93cQtVhx3+9jTONXF2fjZJYzFa7gr0821dQnOmJ/uNn9yNgsLthVrqGvvmpYs3OrZwu7Gg3T/7Tb6rsSx2NxU7+xISY5pEL1oYP/9u+Y4M4UVz+bdNB3upvMrfcmZy6pp++vUYWxmlokQ/heo3HRX5ifii7x07LFy8LlWNn/TIG6x4rq3no6tVVMP5BZX09Iep/u5J2n4ZhzLAgcVm/bQdJ2SGN74BOhgXenj2Rd8WOY4Wm6uCVwL/+43p87NeW593P0icVNrcJDGNw7OenvakJtc55GJuqo0XM8caEUSjxJ8rZ/eFwe5tKCK5o4tVNgiODuf5OCTDQyu9eH7YmXhQ3+khMzDusCSyCWTyVzbHZPtvJf8DC2spmJWz6sBIgu9+ArP3/DpUYSh8Y4HmrhOc619zNycuti+voN/uJ85t4fAgtvjwfhukMgGV37tYjPtzptxTY2c5viInZqNmSoDM21z4L0QIxYPW0olvcZMxUhxgR3PH7iwPO9n321bqPtCup5XfapbP8E+XsGrYso2rSfcgPkl7Xh3Povj1AADz7XTOyvnVTUt3d7Zw6euhwUe6na0YL0NeD/Pz+baj3OdVazobLgfaWH3I7mXxOrK+lQ/HAriuH9j5gvnfAeVX26j0kSyS/s9W+i4J0OS8Ikw54IOvBtNXqJX+jh2LMN7ZXYqvtxBRbYy5VrmgzDnrlZS7cnRAnFUsqW9MusEB9Y78nvSHuiozf60MMvwsZtl7g01E9+bGzRD0RyknaEmVUqjJue5NdMNr4dMJK/Pdizm8yDGxHmUq64SE873svnpAYwFLtY0JGYRTvQMcOBtfQHPmQH6nvfT+uoBKrYdum5B9mKbN78c+2Kruck2ZjqfuWdmwsc5w4aD6j0vmJvxr2B2vDu7cJzqp/+ZVg7Mynm1ka4vV5pI2D6zp8zs3yU0eY3IVO/kqiPz6jE7Ywh9GkU/MnIeixTpxngOkhMtZUrenPs6PveRIqWuGO0hAOvKCtz7B3g7UpM25Yx70zEyNYNNtTtv9DXVUU3XsRy1kYn2e2h4kPF7tnBXmjolZxssz+OvoPZ4kc5j+9oOnnUEGHill87vXUp2ECCR82qhE/f6FvbPyHlV6uZZ7dh/01LYtRqYDEoDcDl7XfRx92sfffTRR0Vd41wSEyaTuE8OmfjY+biXH27Kd4gbBuNlVqxzHpd8PRNDzxShv2kvlh03YFjTxX4av2GhZS5DBoso/kY3f/pWBf+QYcjgp1ec6NkgEasTz+15Vn6lmJD+prmB51aK+BWD8flWrJ/mg7qY9X+JXA/zub7Er4Il13LxOPHPWPL7TiWyL25KPRM3MK4meznNVaH78eIQ/tfGqHi42nyeI9NuZLvjE6RUzokZijohx6fZXO4FTZ6voecb6Iw3c2hTfvkFb6Qb2q6IDdH5+HGW/21XysgNuZHUjrwxih+8EhEREREREbkejCD+7X7Kn1KwBgxGDjRyYEELhzZorJx8sil4JSIiIiIiIiIiJeszN7sAIiIiIiIiIiIimSh4JSIiIiIiIiIiJUvBKxERERERERERKVkKXomIiIiIiIiISMlS8EpEREREREREREqWglciIiIiIiIiIlKyFLwSEREREREREZGSpeCViIiIiIiIiIiULAWvRERERERERESkZCl4JSIiIiIiIiIiJUvBKxERERERERERKVkKXomIiIiIiIiISMkqueBV3DAwrt7sUhTRRBzjikF84mYXpMTEwoy8FST6SfqtRURERERERKToSiJ4FXqxkcauQWJEGfx6Aw1Hgze7SNMED9dS+3SAqNkPXB5kX1Mjfe8CZ4/Q4Otk8BcFbvxKkIEeP0MXIfaDfTQ29RHKawUGwZf9+F8OYhRYhKwuDuFPli8v7w/SubuPkSvXo1AiIiIiIiIi8knx6/ktHsRf204g53Je2o75cKe+NDpE9+4DDEXiWBa4qP7LFurusAIwbkSJ/jzOeH6FmfJBgNbH/bmDOst87P+aF3u6997to/HbEWp2NlO10MxGDUIvddL5cggjbsGxeistjZXYy4BfxRkbjWIz84Wmld2Ld22AwKnJN720PbuE4RMBnKt8uK6OER215bmfDCLDAQJxO9UPurHm89EPRuj9tp/BUBQjDhabmzV/XEPdWje2suQyY+cInAjAKh+VtyZeip5opbEn/a/hathPx/q0v4CIiIiIiIiIyCx5Bq8SsgUgEoGLGS9OhOjd1c3wojo6nq0g+tIuuv+mk/JvdOBdVEgJ0vO2HsO3ssAPjxtER8eI/8rc4rHXu9l1PErFE13U2Yfp/utuWo/YeLbBjaWAzU+WPXg4QCA1yPZB7lBhVh+McPo8wDDDo9VULzb7uQCtXzkCNTvpanVhK4N4ZIgDHe08Hmrm0BMVOQJhaQKYIiIiIiIiIiJ5uiHDBuNvnmTgsouNf1GDa5GDyk0+Kgkx8HrkRmz+Oogw+N0RWNtE02oH9mU1bH3EQezEIG8XK4fTBwFaa2upNdOjLBMjTP+3jhBa6MS5METfM72ETI4djP74NKF4FXUPua71srI4Kql70EX8R/toqK2ltraW2o45BtdERERERERERLIoqOdVvsIXRmBxNe7JXlbz76LibhgKhTFwFG07gY7a7EMasw0bBCDOuJnE6lfCnBuFikeXX3vJ4VmD/egAoYtQYTNd5MwWeek45r02rDAvE3Gi7/Sx75sDhK2VNHc0UcEwB9u6ad0apPqJZurutGMpy7yKcpsdCBKOgPvaTxQnfCEMi+vo6q5J/HJn/ApgiYiIiIiIiMh1U1DwKtTTSO3MoYHTOKf9a/yqAQusKcPpLFitwI+6aajtTry0rJCSJE0Geq6JEni6Eb+zjWObzA1ci5wfAaKEw3FYnGPg31UDA7BbU5abb8WGwcDTtQwkX3Km+2wW8SsGRjz5j4k4xmiYaF4JzWMMH+jE/0aY2IQV19oW9m/wJPJwUcGW7i4qjnbT/UwjA2U23OubaH40fR4sy93rqF7YSt9z/Sz/ag2uBXEir3fjfx1cmyqLGHIUEREREREREcksz+CVG9+xY/iKtfVkT6jo4Vraw8VaaSEivP0/E3MJDn3/NBvvqaLQzlPe1mP4Pp9/b6lARy2Dtgrci4HzfhofPYJ1UTkV91fmsRYb7gfr2Xp/Oe7fdszuWVVmx/OlDno2xIn8NMjY55yZ81aVuajf04b12346H++bStj+xB62rC5WwvUQ/sdr8aNE7iIiIiIiIiKSnungVfBwLe2nci83zdpEzye7wwWnwkQmSPYCihIOAS4HdiCa52qnJHtYnc/w9vl2atOUeWagxBgZoP+ilaq1Hk6f6mPgfBX12XqCLXLgBEIXo7AyuZ5LYUK4WPP5PL/CrF5jM1yNErxtOdbbwFpWgXd9OeVZVmd1uPHk2maZBccyT+7eUwvc1OzooibbMrdV0bLjLmy35VpZOi58zxY3ab+IiIiIiIiIfLKYDl65Nx3j2KbZrwcP19Iezp5Lyv5fl2NlkOD5LXjuAGJBRt4Dzx/mO7Bu1prxfu0YWUI/uRlB+g4NMu5poq7BhSPcSO8zftx7fHgWZPqQk+UeCIwEiT2Q6KUVOjMMC6pwLgI+KKQgQfy17dlzdgHgpaIh/bC9QgKM9ke62P9QhjDW5UH27erH8ef7qbsDeLePxm9HqNnZTNVCkvmuwvie7cBTjDxfIiIiIiIiIiIz5DlsMEb4rTCGw407V16oVMu81C0bwP/Nbpw71hH9ez9BSyXNd2cctJa/iSjBU/30nwgSvhy9ljvKssDOElcFVeu9eFfOCK9dCdL7N50EPnTha6jEVgbVf+Fj5Ek/nU/G8G3fgndpujJaqXjAi7XDz97jS/AtPsneVw0cG6pwFfwFcg/JjJ5opTFLrrH0Acb8839d86s4Y6NRbOPJf48bREfHiP8qv9UAxA2D8V8ZRN+PELM6c/cOExEREREREREh7+DVJQZ3dxLOOz+RHe9XW4h+s5sDTw7Bogp87T4q5ue39YyuBvFva2fwMxXUfbmF5t9xMJlLPW5EOPf9Pro7tnF6Uxcda5Pljofo/e/tDFxxU9/ejHdxcl2LvbR12endu5cjzw/h2Zm+X5dlZR1tDQbdL7ay46oF5wMttDwwlzTmZntezbW3Wv6mz+I4FZ5LJLkf49LPgFlD/wK01059yrLATrkVWOjCU2mbmnlSRERERERERCSLgmYbTOXe0EPPxLzMib8nLfRQ395DfZ7rDx1toHWkhq591ZlzNIWGCVyGyh3NVK+c/pbF6sD9YD3VQ8P0/nCE6Nrk8EaLi5qnOqi6xYVj5vDAhR7qO/6BOixYyjLl5LLiXN9E1/qmPL9RdqWYuNzbegzfSq4NEwTAGGHgf0SxWCwMfjdA9cqpYaP29R0cW59jpWfSvRimb+sOBpY2cWh7Ze5jSkREREREREQ+8T4z5zXMt2K15jGEMC8G0YsG9t+/K3tycVcF3oUw/Pf7CJyfGjIIiZ5XwZd7GXjPgusPPNPyclkdaQJXk8oss2frEwDGPwzTv3svg/O8bG+vw/nuEdoPDBObmOua52FdYIGy63U8iYiIiIiIiMjHTUE9r0I9jdRmyb2U7yxyS+5vocVwzJ5FbyLMuaAD78Ycw/Hmu/Ht30/FqX76v9VOX5qcVw+1ds3OeXW9LPBQt6MF623A+/l9NPe+vfG9s6YPG7QysLcV4zNraO7w4VkIrnaD9q/vY+9t++l4YC7lclC95wWq515kEREREREREfmE+LWPPvroo5tdiFRxw2C8zIp1PnCxn8ZvWGjJNmTwBoi9N0LYcOBeYSfvPkETcYxfjjPvc9ab1pNr2j4thok4cWb0TEv3WjYXh/C/NkbFw9W4M87qKCIiIiIiIiKfdiUXvBIREREREREREZk095xXIiIiIiIiIiIi14mCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyfp4Bq/i/8Evr3zIL6/Gb3ZJRERERERERETkOroBwat36PnTP+fRP23n1M+Ls8boD/8O31/8d3zHzhZnhSIiIiIiIiIiUpJ+Pf+PxIme/T7/9Mo/M/wvH/LLODD/s9x+x9384cPrWb3kFvOr+vlJ2ra/zPksiyzb0Eb7/YvzL6aIiIiIiIiIiHzs5Rm8+g/OHt3F7tc+JD7/Fu5cX4P3tz9H9Cf/k1M//CH7W/8nP9jYQmuVyWDTf7qTR76ykHSD/8ZGjnPohx/mVzwREREREREREflEySt4FX+rJxG4+vzv0/5XG1j2ueQbd/4+a//wf3PoqR5+cORZXv2dv+GBz5tY4fzFrLgzfaAr+vMTQCJ4FX2tnSeOjuZTVBERERERERER+QTIK3h19p0gcWDthpTA1aQFv8cfffEEPzg6ytCZUR74fPGG+pX/3zXs+Mp/XPu3emWJiIiIiIiIiHw65BG8GiX6rwCLcfxW+iXsn18MjPLev40CJoJXJnJeAVh+y82dKdtM7ZUlIiIiIiIiIiKfXHkErxZj/y/AhVEi/wb85uwloj9LDO27/bfy7HX1W3ey+VEP5Wnesnx+YX7rEhERERERERGRT4y8hg2uuNON5XSQU/5D3N2xmRWpQwev/G/+6XujwEIqV+YZvPpPt7Hizt/DnuFt5bwSEREREREREfl0yit4ZVnVwI77d7H7tXfo+Go7q//w96lcMjnb4E+JXIVlGx43l6w9D8p5JSIiIiIiIiLy6ZRX8Ao+y4oNf8Nez/f5p1f+meHv9fOjODD/s9x+xx/Q+PB6Vi+5Jf9S/Pv7nH3nf/Ov116IE/2Xc0Suxole+Cn/uvQh9m74PSzJd5XzSkRERERERETk0yHP4BWABfuKdWxesY7NppZfiOv+3wMW4vi/Mizyb+9w6BvvTN/Kf76F8vnAb9zGnQs/SxyuBa9EREREREREROTToYDgFcBlfvDs3/FP78Nq399S68q27P8h8v+c4x0+z+3/DVakvvWb62j/h3WFFUFERERERERERD7xCgxexYn/4kOi/wZGPNey/x/Gv31IlM8R/1VhW5vJfn8bL95fnHWJiIiIiIiIiEjpKjB4VWzv0POnhziV78eqNvPixjuvR4FERERERERERKQEzDl4derv/jz/oNMsv819X2nAY3JpzTYoIiIiIiIiIvLpMOfg1YqaBv7wtmxL/JRXvvFDzmZdyy3cfufvmd6mZhsUEREREREREfl0mHPwyrH097hzRbYlLIyQK3glIiIiIiIiIiIy22dudgFEREREREREREQyKZGcVyIiIiIiIiIiIrP92kcfffRR/h+LE/3JO/zr/5vPZz7Lf7nDjX1+/lubtfV/C3L2Z/8Bv7GcO2+7Ze4rFBERERERERGRklRg8EpEREREREREROT6U84rEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyTIdvPq1HT8s6f8AItH/o7/6q7/6q7/6q7/6q7/6q7/6q7/6q7/6q78pfz/ufu2jjz76yNSCyQBRqfpo9x/c7CKIiIiIiIiIiEiRmQ5eiYiIiIiIiIiI3GjKeSUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSsv5/9t4/uMkrPfT/fOvKQ1dfd+Ry0bAjyKCyCHbQMBXsoGUQud94MwiaFW1NxnE2mP16xRAovk4dc+EqUU1wnVWhdrzRmjXLRXVjk0TxBHYabdaIySpTcJoVs6AdjzKJRamYBH3XI8paU9+3Zazx9vuHZFuS9eOVLBuTPZ+ZTLD9/jjv+57zPM95zvM8RzivBAKBQCAQCAQCgUAgEAgESxbhvBIIBAKBQCAQCAQCgUAgECxZhPNKIBAIBAKBQCAQCAQCgUCwZBHOK4FAIBAIBAKBQCAQCAQCwZJFOK8EAoFAIBAIBAKBQCAQCARLFuG8EggEAoFAIBAIBAKBQCAQLFmE80ogEAgEAoFAIBAIBAKBQLBkEc4rgUAgEAgEAoFAIBAIBALBkkU4rwQCgUAgEAgEAoFAIBAIBEsW4bwSCAQCgUAgEAgEAoFAIBAsWYTzSiAQCAQCgUAgEAgEAoFAsGQRziuBQCAQCAQCgUAgEAgEAsGSRTivBAKBQCAQCAQCgUAgEAgESxbhvBIIBAKBQCAQCAQCgUAgECxZhPNKIBAIBAKBQCAQCAQCgUCwZBHOK4FAIBAIBAKBQCAQCAQCwZJFOK8EAoFAIBAIBAKBQCAQCARLFuG8EggEAoFAIBAIBAKBQCAQLFmE80ogEAgEAoFAIBAIBAKBQLBkEc4rgUAgEAgEAoFAIBAIBALBkkU4rwQCgUAgEAgEAoFAIBAIBEsW4bwSCAQCgUAgEAgEAoFAIBAsWYTzSiAQCAQCgUAgEAgEAoFAsGQRziuBQCAQCAQCgUAgEAgEAsGSRTivBAKBQCAQCAQCgUAgEAgESxbhvMrGVBxpQiI+9bAbIhAUQiL4ngvX1cjDbsi8iEsS0oOizyL6SYDAndhCNEkg+PIgdJpAsPg8kJCkeNGnxceCBG6EWQjNtpDXfiQRsvER4Mtg587HXo0RvhEgOFa8LBEsXeJSDv0QCxO4ESBcSlf5HZFnJTqvgrjq6rAPRbP8LcJwnwvPJ5Lsq6Uq09DbTTR1+/Io1ijel+uoq5Pzn4ug3Ebc99HV3IT7M+CTfhqtDny/kf0I6TyIEpzueJ+5aWruwnc/3wlJofZJlCUhmlLbPxHE0+di+ItiL5L8TucLfYEyP/uIi7o6O957JZ4fCxO4EST6gPQ+kQfpEw+uPg/BiRLvOS8kIn4v3tD4w7h5GtEhe3FjbvZMfN9vpPFCsWeOE3jLgeODu0XfUU6b5PXf/BQn22DaSFkyDrnU8fDFcGn9/J4Xe10drpGCNyvrswfP11H3spdsWjB12xcAACAASURBVKrY4yNXXbjeCyJbq6W8t9iHXTQ1uwnlO37EJVOn5dK72Qjhbm6i68MY/MaHw9pI/ycZzZTTNoHgoVAeGTxvZMuvuQQvNNL4fZ9sGTTNeMCN45SPhdBsha4dvXEJ58kmmqzPzcic56xNNJ10culGsU8yfxJ2hTzZKP8bPUqyMdVxEcPX3UTT28W3qlh9WPBaMmy98tnGXwY7dz726l18pxy4A+V+/jLL2KQdU3AcfjGMS+a8cumMwyIpOHdOznuy6YfPfThOOfB9LvdmheXZl43fL/8lxxkd8hJeacGyUSnvjIAbR5+WtkErSFGi/xZnMufRasyvDmJO+U3ojUbs70son+qg77u6PHeSCL3jwPFeCCmuQLP9MLYmE+oK4LdxxseiqHLfWD4TAdynXGjtg1iRiI6NE/9tvhMSQs2FlZ5XzajzHXrPi/2Iq/BAXifjWrlIbf9XI/iHvGi3WDGtTjlGCuM976T/owhxFGi276f5gBmtvE+eQhHPDkRvuHG95SX4hUQcBcrVeszfsVK/paQnncvnPhynwljPdGBGXp+QPvfjHYqj3m1BXyXnJkFcde148xyha+yhYzd4X27CdSvbEQaaXTZMsu6XIDpkp6lPngow2wexbkr5xf0AA687ufyZRHyZCv23DtO8z4CqIu8d87Q/wfRzziXfOzLTNmhFX/gxcpDn2vMZN1koTrbBtJHi3dnG4AFV3iPlfs/EOy7xiVLHw/go3qEwq76d3s+l215cPf0MR+KwTIPp2Wasu7UULQqKeHamogTeddF/JUhkIg4KJZpNZvZ/rx7DiqJvXJDxkBdveBWWPXp5z5Xy3gwPxomOqfJ/901WBgetsz/HfLQfPEsQPYfOtVGT53VErzpxnB8m8kCBcoMF2/F6dEqASaSxKOMPct95Uk7bFpjokJ2WkIVzLxhn3+1UlEB/F51DCvaf6cC8AN90KSDd9nK204V/SxuDB+ZKtFhgAGfvZYKxOIoqHbuajtJgyOgM9wMM9PRy+ZMYcYUS3c5mjhaSzUn97b4eSdpC2fS3RHjIhfNdP5GJOAqNif1NVsxrlfKPGfNgbw2y64wNU2YfLpcNMeKiriOfNp1ljiycihG40InzSsImVG3cxeGmBgzL818neL6O9it5DtiZ/XsWOneO3i2S+V07TrDvCO1DYNzXjO3oejRKReIvUoTRn7txnmri8u42zjTqUeRvSUEbB+TpJvXuDgZTbYTPBmhs8yBVWeg414AuTz9/1GVjgoReDCdtpfi/RYlWZbSqTPqwkE1RbP+UZxvnsxN/h+3cPDJEHmW0cwvNO4tt6/go3iEv8T/JmFdmoXzjsPB3SqBL2LsFxo1028fAhUv4Q1GkOChUWvTfqufw08n+8iDH3Hk+TzAPefZlQ77zKlvn7Wuiri/5b9nKWoduXYjQTAcyY20sqs1pSAEXne9LqJariL3fiVN3muZt2S392FUnJy9GMb7QTb3aj/MVJ/Z+lQxFPJfsRkKpk+o40gSAJDv6aF4TUshp8Jntg1i/WuDcqQiek3YGJjZjfdWGgQADr7mwn5zktMOCJq+gz0T+s8euOmjpCbO50caZnTpUxAhdcdF5qoVw0xlsjxeY8CbJpdzM9kGsWY4vcDUCw4lr+W9EsTwl55vo2e/qo376Ch+0c/xjI6f+OkWZLEtY8JmOWoDQhUbs76lRFaHQIYsROBXg7LMOfGsa6Dltya3IHgRx2R34qswc7a5HPebG+ZqDY78tZMSmO5oT750siiH3WuC8+3lW9FgHM791hEvNLbi1miIdVzkMhFINjwdSIrpHSoyHwnJJnqLNR/bxkLxuoZO/8NDeNsC4wUrHSwb45QCdfXba46c5tUdTXENkP3uM4dMtOD/fjPV/ncG8TgWxEN7znTj+KkxztolyVrIZMy6a6lzJf+eW55nvTLdOR+jW9M86rI1aOQ3IzlQEz2suggoVqmVBXK9dQnu8Nvuk/tYA9h4/6mc66PlmFHeHk5OnquluL58DdkGJDeO6APt/MOu4km57OftaP+Gvaql+qI1bQKZiBC446Py5kvW5DNtbAxxzXEP/wmn6NqmQxrw4XzmG63g31k3JtzUVYsDu4NrGZk67DKgeRPD+8CTH+mx0H8jlaI0x7LTT/597OfEDM5plMQJvnMR+CrpPmBOLeSTsJfsFib2vdGNeqSQ24uJkmwO6OjCvlHnMSgv7d3s4ecGPsck4O6bLaUNkOn6J4jnWxMCdGmxvH8KQ81pxgv3HcHxQjfnFbupXRnG/3onDPklbtxX9sty31B8YZPBA8oekLVXUxL7MiyRlufaEH89QDPXeU7TuSZdfCqUG/Z5WbP/ZxPGLHvxP6+U5FOY9Ac9sYwDX6x6k5SpU9z109uo4fdiY3bnwKMnGXM6BnW2z/Swn5dKHGTbiiIu6jvA87Au5tvHcgAR41O1cbRbbQa6dm7RLCj1oQcpo564w0zE4/YQJmzdcsm0eJ3h9GAD/LwI0GAwlLHSWQvZ+lkayzxck4sFuc6N85gTddh2qCojd8uJ6zUHLRBvnDuToL1nHuTyb85GSZ4uA/LTBFWY6BgcZHBxkcLANM6D9bk/y58G8Ckp/YJDBM1Z0gNneQcerPVjXkRDMg1YMxbZ6Kk70zjBuRxMHHT4qd9vo7ummY081/u4jNLYN4LsVycj5jOB7NwA7m2nerkG9rpbDz2iIDfm4WXStnSTrrPTMvJNBBkuNBvnMh2cMGLuMr6BXuExssqa0e5BBZwNa1FTLmC3Eb1zEfUdN/UutmNepUa8z0/pSPeo7bi7eKDL5T/azR7j2jwF43Erz7oSwoEKFbncz1sch8I/XkJsNr97dkeXZlVT+QXFNB4nwRSf9t1Ro16oIvdXFwGfyEosUVUqU0/8tU4Ai5ecqJcqcmjLO+H0JVlbPe2IXvXwRH8CdS1wK5G537ONLeO/rsb5kxaBRotlixXZAT2zIja+I9Mz4f8SAWAm1rRaByE2ujSkwbVpf0um6xp70PlWiwR772MswwHUf/kXKHJwzHmw1gByjMY7/H92EV9ZzosWMboUa3e5WTjyjJvzORfxFfmfZzx65xsUAmBqbE4Y6gEqHucmKiQAXZdfFSBgz08/dthNY05Ai03PL88Q7S+hBXWMPHa92JM5fZ6VnsANzkX47SEQ3BIfOcryxhYE767GePse5V5vZfM/N8cMtON8LEI6lytc4/p95iK3bT/NeHWqNicONJvjMU0Ka98Mh9FMXwW0WamYmRzECP/Gh+l43Pc/vQOac69HjXz2479XQcaaN2qx+zsS3jT91lObtGpRVStTrajl6YBXeN3wzui5+/TKeSQtHD5vQVClRrtBR+6KVVVdc+HINgy98uAPrsb5Yi26FEmWVBtPho+yK9OOe0d8Je2n9gaPUrlOjrFKi2d7M0Z0R+t/1Jxea5BwDOvNetFe9XEsZ02W1ITKQApe4dAfAx8XLeZKkYte4NBRDf8CGdYsGpcaA9SUr+vte3B/KT66KSwndWUptK4E84vfCDL/joOmQA9/vmbGdPkd3u4Xqj7s4ctDOwIchImn65hGTjWnzq0EGB3toWAPKZZWFzy2bPkwn0a8jREuyQ0q3jZN3f2Tt3LJxpT0lJbZwFKMs5mnnAjOLjJH7pRmosY97cV6ZRLtWy+SHvZy9uvipyPMlOuInQg31e3UzjnPVOjMNe3RIV/yM5joxbZyn+kEK2ZyPmDxbBEpLG/wswDAg/XOA6FNm1FmiD/Il782LWwM0vuxBQoFmi4XDXRZMqxN+W92+U5z778N43rrIwCsezsaVWNr7aNgATIQZHQPjs7ODVmPYgfqCh9AXYHxYVrIUxPW6h8kNZsz48LzmwtBpRV/AFR1KjXrLQtERK7+OEEZFzVeAvCmOMDoyTHxNQ3oo5GoTNWvcDIyM0rxV5sS9qGcfJ/oFaJ/UZni0FWjXauFqlHGghDlj8tk11PwRyPWAxccCuF/vxHNbianlNM1bwX/OjrPtIMGnjtL6HQPqYsP5ZDFK8DqwtdgIoRSmJMLvd2G/EMVsO8Wqn9hxdR6Hv2zj0PbMq8YZHQmCoTltjKi+UYMBJ6P/Ese8Qs6Dxhj9NKGkrgUi1K4u6UstDFNRvD92E1m+i8NbMp7lSjt1V2D+qYoyGPPSeT6I6nEL+k889L7mRZcSCZGdEK4jdXlW6YqPzIr+f2FQ6FDmiTxIMErwahztd01pkRKa7TVo3xkgGGrGKDcSoZhnvx8lgpZd2oxvtUzL+jUwHC1BEkyFCHwMTPgJ3LNgXpElunZdcZeUj8SwoxFnABRVOnY820brTn3y2U209ugIXrnEpZ90cvxCHDYd4py9BhVhQiOg/lP9jCxQbDJiZJjRsASyQ9W9tNflN43z65PESvHdp/sw3nHi+kmAyANypJmlEsL/oYTxwOYUma7CdPQUJoByTBhGXNRdN+ZxJpfa9vncE1jXwKmjiX9mrzYySvC6AtNL6ZaU6usGtL1BwhMWNFUw+pkfhcmWnjql0mNYc5bgbQmLZm77Y5/eJLphB5tTbZ4KHfpvxHGGwrBVB/eD3BzTsWNTumGk22Qk3hMijBGdnGMAVhjYsc6F7+MoNck+VDYbIoPoR2dp/9E1NI2n2Btx4HijhfapDlqf0qLMkCXxT4MEMdD8jVTFZqTGcBZnKEx8t1pWRH44FADAf+Mm8W3GoqP4lwxVRiy7VbRfdND1B83UfytL2uDFKKrdhzAWGQ1TOiEGrHY8E6DQGLD8ZTeWb2oS33JDA6fO1jD8s34uXjiJpzeeUjpkicjGe17sR+6y12Uk/CMXF2/ITJGdihC5A5on1VCo8tlC6EPi3LzhB+L4/jlEwzqd7HS88tjGj6qdC/w2DsQTwRNFZaFkkBa1mIx2msflymXnxkf8+IH4h35Cz+rQ/UZmKZtYCG+fk/6Px9E+04Ftr5roe13Ye1pourGf5kYzupzz8PnaKOVF/Y0d6Pr6cV/cwdE/T0Ze3fHhfi+Ecmc983AN5qBc8uzLQ/HOq6ko3rcuM7lBj+52P86LOmx7U8MTyzDI8rGugXOuWviKEkUWwaBcbaL+uIl6ID4hwVeSf0h6i9WpIS3LlKiQ8Lxchyf5q6KSPW6lhvuBeacZ75XZAVbwWveGOftKLz5MtL5oxRhfT6zNieNYnMOvHMKUZ8I5r4EajxIaiSABUnSU0TGJeNgPVTVol1Ng0hAlEgZ02gylokarA8IRougLK5yin70a9Wrw3Q4TJ9WojBO+HYbVxpJXaEIjflhpQb+cgs6r2PWzOM5fIxwD5YZd2M40zNQUMB7uoXvrAM4fddL0Pqg2Wmg+Wl/QEVkUnwUYjoNp6+aijeT4vTDBX3q5+O41QvFV1J7opn6jEjadQXX+JM7Xm7j2UxN7d+7CuE2HZhnAOLEooFWlh/ZWqVAD3u7nGO5O/UP2Xi8F3AyMKNGuURB+pxfv1tnUk4fKVJThXjuu21qsXVnqZ8hMe0h3Jpsx7/TinXF8FJYq0m0PXScHCK9t4PQBC+ovFERecdHimKTjBQvanJOFeaYNTkQIhBJOxfHPbxKOQXQkDHqLDPkVIQzoVmeM9pVaEqIgCpsKy6iin325Gg0+RsMZBuWDMKN3QGMsXhJEr/Rz+YEO/YYw/T+8hO54bVpqUPB8He0LptSUmI72YZhSZncYVqjR7z6EfvchiEtIU8rkWJxkcgJUX0nXaUpguKeRup7Er/ItJM1JsZgHvu4mwn9mw9Z7lOqKccLvOznZ5kLlasaY7bnGRglO6KjRLcB0fzo8f52VnlcLj9+i216Ge+blfoRwXMuOzOGzUouOS4THwFQVIxKOo92WeVBCF1/6PEK2r383EobH6udEtWnW6JB+FUVCh3LsLmG01GfWflqlRTdxk+gE6OQcU5Voj36zGtevQki71SjLZUMkiUsRwtevcfE9D4FoNcYDp2l9QgN0c0rtpP2d4xz0Gtj17V2YtunRqhL9bTyh2DIiTJWoVgBXunjuo/T7ZJWHYx7635fQrNESveqi/3H9bErnI4cCfeM5ejZdwv3Tszj+cZzoRCKaTFGlpvoxHbuO91BbTH3RmUlxDgrqVx0NZ/qorcgRjV6lwfSMDdMzJGz8iul3v5Rko4/Ovwqz93/ZOPdiNZWxMJ4fnsTep+IfmnI4O28F8aPG8nUVBZ1XC6AP+cyN6yroNukIv9/LgLGDhpT3ka1sSllt40fUzgWJ0EgYiBK8dQjDhiIbv1CUyc5lKoS7bxg26NHd9tB7wUjHd1NSCrOUo4nf8eD4u0uM3pNAY2K/Y3ZRSLunjXMbEzVT7Qf7Ua7eTMOLrdSk+FrLaaMUfr5k9GyhnLQVZmwOBQMXOjnyTixR5kKlRf8tG91PyyxDNBXl7h0gHpah7+Yvz75sFOe8mgjjed3OwG0t1q42jGEnx7qP0xKs5fDzezGszPPJfn034Zkdi8Gm5EcjYaQkSPGs5lrhllusPI3CtVsSdZ4S1y6KLLUFrAesM+3MRTwSxPfTAfp/Hoa1tbS9VJ8sZmiitUOJ61QnziPX8HxrPw3frkGvKbNxr5AI/vQy0cfUKFCyaq0S/5AEeLDXeWYOm0fVlpyU/uwadvyZAXePC+faaqwpNa9cV8HQtKO0qKsHfi5fkdA8Y0w5Pz2aJfU9qDZaaHi+huqN00ovHfWWBjpcDcQjIYIxZQkF7PORcBxLVRZ2bS125STOqPcs7oiemr88je1PNLMr0RUqjM938+YzYYY/9OD7iQtWnaJ2HUBlYvUonpESMRUnDugOnKNjZ2IaNF3TKhPpkwHaO31Mbm+lrUnL8MkWXMfamTzRiqWUyIZMSomOmooR/oWHsz/2cLfKyKHTrdTMw5k215lsxXog9ztJtCFO7As/l9924wmMU73tEKebaxJRTOvqaWuv5myni+OHvBj21FNvNs5MvMrHXfw/9aN4TAlUo9VE8Q8BESeNdc7ppyvzPZnfs2t2sNfgxtnnZH21NaXGh4thDDQ/XoQkmFmdDaNt7KZtaxinvYvjR4PUHjjE3j9RZ10kAWacd+GxKFBJ5HPg1l2ikNQJCTmSILc0LVj8ORsFaqEk+mN0YReSMojrGji6V5d0iqjR/fledrzTSfA2GDdmOeHXEcIKLZoCxbGLItWBNDgo3wFSbNvLcM+85I1+lpj8T4BJyLMdtpSreOtUnvS2/5NY5FNOkacGpZRI/ZZzTNIxpPljPfwsTART2aXJ+C/6cQ4rqdlzAuvjupRoTSXaPTb6dkcJfuDFc9WF5w87aN6e+MqVFZAtQiIeBzZYOdduTvSHXPZcxEdXxwCh1fV0O8yM97XQfuo48ayRHaUwaxPPt5B7MddWb6mleUvtPK+frd5OscgtsJxO7uLYqX9fTNkYZ/2+o9ROp/St0FH7FztwdwYZbTJmtdX8H1xGWl2PMSWiIm2BLFWdlFMfAtLtSzj+xoO0wUqzzUCo247zb44T3dfKoZ1zIxinKZ9t/GjauQDE/PgCChQKicteP7UbjItUzykH5bRzJ8Jc+ruTeP5dh7W9DcOnXdh7TnL8N/tpPWDOucCqWL2Dhu9pYe36rParcq2Z5m4zh2NhRm/Dqoe4qB0duwvIs0mUa2s4dKKGQ6Xe7FbCQcsdH8NfWKgtMXrqYdh6SwHZzqv4iIsjp7xIqpQBsLKZc49t5uyPXXS+o03fLSiDyK1EaHU4chcmYkTjwK1Rwg/MSTmcEEbkW+FOKxqXgqyCmRq0QOiLlGiAu2FC6NhRqEB5WZG4+a4D9+d6LMd75u6St9yA1fEPWH51EddbbhzvqvK+19LQUnvCNvNTdMhOPxoauruxaCjgfFOjXgV8HiGGPmX1NpaYvK1S5zHe5/fsqsdtdCvduN5ycKQvZbfB493Ubykl7zNO8O1sCn7a4ZnlPSg16LcUvrJCo8NQ5sy46JCT/s/A0GQpYeVEgX7fKU7lu4FKi+kvmjH9Rdov0WgV8Oldohhmv+29u4RRoNPkee/xCL4fdeL6KAKbrHQ3GVFWgPnEaRROBy5bI949HXTvm2fObpFFYaM/b6flx0FQ6dn1fDdt39TkNMgWlii+H/bi+8MdWB0N1GQ48pRrzbT2GAlddeN+uxfn72vp3lvmTlVl5NAJY/IHieD5FmIKE63TESf5Clj+kZpVQHgsBqmpQ/cTTp1VK/NN4Obz7CpMx7pRvuui/2+P4ErZXcn2g3oyN2PLSTyI64gDr1SN8fBpWp9QA2qae7rZfL4X1+tutL3NGHMI3/i/jCYWUsIRYlQSjQAECH1B0qhOyBHDL/MYu2QUf055P4mirfmKL0dZtQ68dyJMu8sYCxMCdBo1+QrEFrND2wwFCkFrDfr0aJ4KBQriOR0s0bG7sGZHmYqNJksXlOhAKrbt5bjn7xSVChQTk8kdo+ZjQ8xF/S0bPd/Kc4BCjX53A/rdDWm/Vmm0KAhx9x4YZiZMUe6GQfF1TZ56axLBCw66hkJMqsy0tdeiqQBNYzdtVe04Xm/i2tVDnLHVFPEU2VjIVPX0a5fiQF/4NJ1cBZaT466A3l86slGL4esZvalCkdPzG/+kP+uCbNoO1GlnlEkfEsPfY8d5dXYxSV0B6qPdaIZcON9uZ2BlD4cMORRimWzjR87OnUEi8PYAwapd2L43TufrLtxPzCMSM0vUYjGO/3LaubHrTuyvDzM+Pf9fAaxopVuTiJpqv6Cm53COwusVKrQy5mcKlTa9/yyAjVKI+H/E5OySlM5UHOk/JuHfI4TGokRDQW6OSBj35eunUbwDHqRNZszjXi7+by+mvCVC1KXLsy8psp1Xik17sb1iQbsuM0XESMP/NNCwTJnbwTIVwvezaGJHwOEAw5owgSoVqgd+fNdjRa/O5Mq99nbUpdfdSlOuWtYbwBsIEnuqBhXJdLGqGrQrKE99DVkoMb7wJsZ8h1QoUG+px7alPuchhWpeyTV8pM8G6LoQQrmnI+G4koFuowE+9HMzZp7dwj12E/9nYHgyn3id/7MXei/FEL3qxDkkoWu0ytuNpRRhurKebmdtaVFhKUgBF/a+EMqdbTTL3FUxlZKM0+Rq0/qNRhRDPvwRy0wfiVz3EVYYqV2b5wIKDfqtRvaaatJTDSo01LT0sOPZMNEqLYpFFrzq/8fGuW+CMndVfKAaw3ds2JSrFq4hFRpqu94k7xp3hQrdE4doeyLX+k6hmlfIdu5Fr57FeUXC0LRfXqpUhQ69AXzXbxLbWTMz2YuN+AlhYNfX8p07z2evUGN4xobhGRntzIVCz96XTmBZrUs3Gio0GPfZMOyrRJlTqcW49vNhFMtVVH7mx/9RFN+ECtXyKJf/KURt0VESuba1Tk9NT5frarRfV8KHQUJTBnQVEPs0QBgDlkJhs3N2aJs/CvnbvywAiUgP4/k6mupcRU+sS2v7/O6Zl7ztUSQjhSrz1lTJGTFYocjtlKuAyuT/89rwvyfzmGnUq9CmpD+VbkOkI7cOTyqK3W282aiHtXqMCi++6xEs0zujRvz47igwPp2vaokS7Td2YNZYsTyeEolSoUT/zCneNIeJTGmRkfC1ZMjuQC+F0qKl8i4858q4yJzcp01cl5JsVCSj/GQwNoyzx4u0wYp1exF2Xjn0ISqMz7Zi+zM1+tWpik+Jdncz3SnRbNU6M+aK9bOlOspkGz+Sdm6S6NWz9H44iaHJgmH7JPu9LbhOOahut1FbSobBPGteldPOVW3ZT+tLe1FvSHeATUdNzV5uPebdsH66Y5SULWWitb8Z4wLYKIWIRqOwZlVe51fsip2D5zOfSIFqZTWVqNEZNKi3mtD/YSyxUUAWIu8nNjOwvGqlgUr8L7uw96npbjTkcDDOQ559SSkibVCFNls6373LtDcPwHd7OPWUGqhEuVJN9cwuGRKht3vxPDDQ/GoNN1u7cJ4H1d4OjsY7sb/hxv9kcbu0FM6BzTbQlRifMqPscNF5cRXWlZfpfF9Cs6+mPGHsDySk+xFCcTW5FibKQq7osxKQPhmg/fsexg3NdDwr/y0ot+/F8rY9sYX7/6xFS5hLr7kILjfTtnURg2SnPd6AdD9M5L6SzJqV2c+bThUapXq3DZvcCUcOYZp7a9wyMCURvnIWR58faZOV7sZc25/nJ7txKm/LW8WWXexabsf9Yw+b/9qCesxD7zsRVLsPF3RyqLfVUwtErrq4HDNSv2e2/YqV2uKcemkrHJNoNpY4UaxQoFTKNLJ3tjF4oDgjKj4hER0LMbliYbcALmctgMiHXZzsvUn1nhNFGI1KTE9b6H/ZRedFLbY/18KdS4nC67vbFrGoL4laUA8AJKKfR4gpMzd2yI5qTTa5F+XyySYGmN1au1KpRv3fFExrtdiHvbhGVOx69QSqsy24Xg+i2NpM29Zr2Hv68fxhsX2zcJpNtnQFnbke3XsuOnu12MxRXOeDKB5vlf3uY3cChCUN+o3yilMvdablXHTITl1daN4rsQ/tnss1aBVh7kaB1Hp2Y2FCaJOpH4logUTaaurdooRDoH0y+4RklUYLw5lRTxC5E0KhTdbCWrkKLdeI3CdRC3Kau2FCiuk6V3KOmW7S3TR7rFw2RHYZmJTt2gJO+2VGdu1WYX+nF4/hBJaVUTy5ChpnoNxgpn4DSJ94cF2vZlejaVaXqYrUayR0xiQxIqEokxr59b7Ke+1cDvRM8i2M5o+WKmRrZEWGzZutJuGjJhunaz+OVpmxHS+0UUsBStSHLNfOjOXoiBfvkA9/6O5M7TOWqVCv1VPz5F7q92tm7Zv52saPsp07FSP0vpOTF4JpTjfz8Q4mu+0M2A7i32Ojbd8ix+aW086tUKHdmPz7vSDen3nwXQ9x956UDCBUoFq5Hv0TNex92opmeozlzZYKy6rXunjjUEKhMaFXZdZiTEe1s4PBnbM/T/fxZmdGH7+XRZJORQn0d9E5dBdtYzcN6wAaON0yzrFuBwdvktuY4wAAIABJREFUW2h+oT5rgMd85dmXjdJ2G0wh8pEvYZT4honsqkVToaPe2TN7wJREOBTH9MJhTCtV6L6rw/8TLc3f1qGrOErtiBP/p/NthTwUm+ppa5Rwvm3n+AMF2qds2J6aR0xMasH2ZSrUqkqUBiu6b5envQtGPIrvR+24Phqn+olWTh80zmz3KYsKHQ2n21D+yIXd6k7snrLFgu2FevRyi9sWSbDvOdqH0p2cCpWa6mVA0tutVOnRFPycMYY7j+C8oUymCi2hXe8yiEd8OL/vwn8PtHvb6H5a/3DS25LfW/Gak2PPDRBXKNHttHG6CIfneMiLN7wKy55sRknu1Z/0CMPp1Q0lmo0Gdj02n7SMXEb2NNEs4fm5SW1nol8qMTTqsMyjhYuCFMLdcZJLt0G/r4PWPdrijMZ1DXSfUOI8b6fxnTgs02DYY+O03KKVRRPE9Vw73jRRMN0vgOU6DI8pqd6oKT3a8YthfHcAZmsR6J7tYVarSdy9HUG77wT16zTwPTOe74fZu8+EdqWOw9fbufzLUm9eJCvMHLVF6ezp5fhVUG+z0tEof8ezux84cIQX3sGTjWqVGsaixKDs955xaoy4qDsfLCqteGnccz36bXD2lyGsG2flbOzTAOHVxpkJ5vqNRvhxgNB+/WyKTSxI4I4G48bskxHVRiOa8xlRT1Mhgr9UYHw+GXG0XI9xtQv/SAzzE7PXCY34UWw7lNhNSc4x00zGiStSeuVDsCGyoXu2mzZFF86Xn2PggSJRaLojS0HjHEif+/EOaTGmOq9SWPWkDZukmbuZTMZmP9O2jFKjx/CkhnklHM7z2vkiCPPW+1lqPEKyMXbVwZGeAMqthzjdUpO2e29+FkYfRq/YaXkjxo4DrbS9oEU9PSbjEpFPPbg6W7gcauNM4/z1/KNv50oE/2mUVXvbaHs6xb5VarHYzqG/6iH0VS1KpJxXyJpJU5aImvLaudzzYv+rfmImK62vHEU7vUHAVBxpbBRPn4OWK6O0dVvLJscXbxwq0e9pXtgdxe8FuDg8yY6WMxzaNqszVduaOfe1HQz8fRBllSJ7FuA85dmXjXk5r2IfOzn5ThTdbjN84OZkt4oTmYK3Qo25vWdm8Kh3dvAPT0DCjtFRf7onoRA/k39fuaHic0XOdPhrs/yb5SBvmHU2j2uSUsLcE15x9TyKV2YMeYUa/dYarN82z6k1I5sqPbXHu/On/WRQ+rPr0Te+yWCjjONHsm88PosK04EO1N/Toit1h7ZFQrFyPTrdLmpemd215aFRpaf+xDnKk7CZiQL1RkOGYpJT8DWadZVY+qiLg6+PYnGco15GuPf8yN/O6FDuM0uuM/KNQOkbV2T2I6WGzY/vZf2LtSX3MeXGWmzdxRX4Lb3Gih7rm/IKAQdHirs+APf9OL/vJrrBjBkf7u93obKn734DSvQHeuiY/nGjlTP/MK3T1JiO9mDKVysse2tlRj3MtWhVhkQh3EcNxapVqCdGU3alWwA2WRksa6HrxbqnAuPT9XiaO3F+7QTWTSqkMS/O86OYmlpnJqKKLfXUr2yis1fLie8aUD2I4P2hi9HtzbROH3RrgMaXb1I7XdNSU8P+Jy7R+dolVv0PM5plMQJvdOJR7aV7JuJIQ82+Gi51dnJpVTPmlUpiIy4631ext2vaYJZzTILIvwZBX5/ee0uwIcpOhRL9M22cm1e6VW5UawwYMn4nJ0Uvq9647eagzcP6F87Ruj273VbytZcyclOPsmSGPCqyUbX9MB1fnZxblqUgC6EPowT+KUR8m41DT2ToG4USzaZ6rE/7abngZ7RRP+/J/iNv5+YrgVChRPvEtNzL5ryax8YGmXJ9EYj+8hqhuBHbwRq0afN8BUqNnvrGevwtA/hDVvSLrXfz8RDqZ2VlpZkOVw5X4goDDccztUU6j4o8WwxKcl7F7gzP7BK1Prlaz+Nquk6epaXRi+X5Q1i2asm1MZaiLK7ChSxmuXDMJ9Unvwe9yHZsq53f6l4p91zMLU/zsVz7aGwpWqHB8oIQVMVSuUwJisqZFK+lSul1RsqXOgxKdLsXf/pYvhorZSIWZtjrxv1egPGvN9DRYkFLDepuO2dbnsP71GEO/Vnu3R7Lo9MWowjyEmK1HmOVm5vBOKZt83yBeY3TBbIVFvqeKy3Y2uM4f3yMxtfjKKo0GA+cpnlbiuOiQo3lpQ7iPb0cszqJK5Rotlo53TS70Yn067tIK3eweWaCo8Rw8BTN5504/sqNFFeg2mih7ZXatIVHpeEQp5rO4vzbFtwTcRQqPZYTHWm7Isk5BmKMfhpFs6nIqE5BOsuUVCsovI37l5Ty77i4hKjIUZbloaDG8N91KN5wcXZjK7XbskRevRtBtdtKvspwshF2bknMlesLj/obO9Bd6Md1zkfr0zuyRF65iSw3Y11qE6yHUD9LsLAU6byKEzx/kPYrk2i2WDh6pn7WU77WQlufkeCVS7j/3o7nda2sfFaAymXVqFcqqQRybO6chdmtfnNThAFZZaD+uA3lY8DnshuRnd9TUL1SjbK4B1o6pLb/d41KJeqV1YkCvnm3Ky8fS8apt9Dcyiw+nUmO6KAiUWw5xJtvzu8a5aI02baESB0PX1LiIy4OdniZ1BiwvJi6C6oWi/1NjCNeLr3rwn7QiVauc6nE91Z4I45iHFyrqDluQ9LMSVpKp+C4LHTPXKkJiVXlPFfF+LiSkzduEt+WJfy9mPqOJRunpbZ9PvfMuNOBQXLdSblBRlSjUpc3gikcCqJ5cn962lCFGuPzHRifz39p9bZDdGzLvxl4wWNiNxke0VDTuHRT9OdHYVu0LI4XjYVTby58InphGfRwKgRnbsiUDfnveZFkYy4ZtslKIfEyS2od4cWxItQ7O+he6cU7dJb2C1lqXj3fTes3Nb+zKUulUYniv6lRl2lilVWuLzQrzHT8QIP3Zx7OvjKQpebVYbpfMKEpd+r3vG2UR4xKJeqi5uAy5dmXiP/rv/7rv/6rqDOm4sRR5N7JZpp4vKTl6CVRQDZZGLryK8rCz1mIWJjAbQnNRv3s6sWjxEQQz7t+qp+0Ylpd+PBU4pLEZIUS5WI+dzm/3YMowU8iKNca0OarYR2XkB5UJnKVF5040U+CRJRaDGuK352lvE1Z7PcgEXzPjV+1C+vj5Vfh5e6/S0K2zYcvhnF9MI7xaQv6YtK8yjkmi+GBhDRVWWC3nQSy1JVc3Zd57bEgwYgS7RYtD22EPqxvUIiYj/aDPoxlcFoLshHhUnMniuOLl1qSSejCQU7et3LuBWPRkVcPxYbI5CGMHekTD+7MQvCPwLUfSZaqbMzKPOy9IvRh2SibTfi7bOcCRBjuu8z41nosG5WUU64/8vO0pYrc+WO5+V14t5TivBIIBAKBQCAoA9EhOy0hS0nODcESZ8yDvTXIrjM2TA95zikQCAQCgeDRRzivBAKBQCAQCAQCgUAgEAgES5YvcSUTgUAgEAgEAoFAIBAIBALBo45wXgkEAoFAIBAIBAKBQCAQCJYswnklEAgEAoFAIBAIBAKBQCBYsgjnlUAgEAgEAoFAIBAIBAKBYMkinFcCgUAgEAgEAoFAIBAIBIIli3BeCQQCgUAgEAgEAoFAIBAIlizCeSUQCAQCgUAgEAgEAoFAIFiyCOeVQCAQCAQCgUAgEAgEAoFgySKcVwKBQCAQCAQCgUAgEAgEgiWLcF4JBAKBQCAQCAQCgUAgEAiWLMJ5JRAIBAKBQCAQCAQCgUAgWLII55VAIBAIBAKBQCAQCAQCgWDJUjbnVVySkB4k/h27EyDwSZR4uS5eiKk40oREfGqxbrgAzOMZFv19fwmIjwUJ3AgTW6jrSxKStLhfJD4hsci3FCwkS0GuxcIEbgSJPniIbSgncQlp4lEeJDHCNwIExx7lZ3hUiRP9JEDgzkJpDflErrpwvRdEetgNEZSI6EuC+bJ0+pBAIBAsJiU5r4Ln66h72Ut05jdRfN9vpPFCEIC7HzhwvBVgvLir4qqro+58MOcR0SE7dXUu5hzxST+NVge+38w9J/ZhF03NbkJFtUUOScVRLqdRnmcoRGnvGyCK9+X871w29310NTfR9WEhRRphuM+F62pk/vckW1+Ux3jAjeOUj7tlaUUmyfHwfV+BdiXffzHtv+fFXleHayTzD0H6rY04Pshypc/cNDV34bsv9yZLBbnvRyL43kIZ4CHcsvp1dorun8lx5P6MHDIhhq+7iaa35yvRsjtB5jh1P/fhOOUmMDHP2yXlu32o2JGaPLvI95jr+OgHDhqt/XN1SEHK9d6TpH7noriL75QDd6B4aS+Lz9w0yWnXF8O4+lwMf1H4kgung7NTcDI+EcQjs+3pjBN4y4Hjg4XRGkW1JOTF648ULe/K9y3KaDssYR6NvjS/b/Hw+1Ie23767yNezp5sosn6HHV1ddTV1fGctYmmk2fxjpSmU7Iy4qIuq32VQRHyrzClfr+lI48EAoFgMfn9RbnLPS/2I66sSk7X2EPHbvWC3XrywTjRMRWTZb9yQnG4sNLzqpncTxDF+3ITrlvZ/2q2D2LdlOPUERd1Hd7iz5tmIozvrQHcHwWJPQCWqdBvr6fhOzVoqwqcO0MQV1072VsBrEs+/2/jjI9F4UGhNz3O6JAX7xObsT6uyX/oVIzAhU6cV0JIcQXKDbtofqEBw/ICLT5fR/uV7H+T9d4KEPnoLK43rhGMxUGhRK2rwfqXDRhWFHmhB2FG7wDcJToF6or5tSsnkxLRsXHiv53/paJDdpr6CpmrZtoGrejzHJHvG4EO65kOzLLfp0TE78UbV2PZo0cp97RUJoJ43vVT/aQV0+rUP0wijUUZz9avS+yfIBF6x4HjvcR5mu2HsTWZEt8/OY5UOYfRJPF/ixKtmq9ESzhBwhnydzzgxtGnpW3Qikr2tfLIuHWF5CPzeI/lIkb4RhhJo0e/UpHjmCLe+1SE4fMu3NdHiU7EYZkK7cYa6g/Uzz5Ttu+cR0/Keo/5yHdtgJ1tDB7QJ2VFFKmgGB/FO+Ql/ieZ42UuZdPBUhjveSfu65HkuNlP8wEz2owBPx7y4g2vyi0LHkTwD3nRbkltez49V1iezaHQ+54m87vOQ+fH7gQISxr0G9Xk7MWyvkWed6Ew0/ZmgXeR5xnSKLVPT4Tx/tiB67ox+3eR1U8kwkMunO/6iUzEUWhM7G+yYl6b3mMeel+SNW5zvMEl0Zfy6XoF5hNvYt2Y7+w4wb4jtA+BcV8ztqPr0SgTLYpLEUZ/7sbZ0cTF3W2cadTnbKts+SeXIuTfdH/s/yhCnNxyK50yyyOBQCD4EiHbeTVXAbloqnMl/rnOjFnGNYp2HGRVOCHa62ZFuq6xh44CPpCFIY40ASDJi7wqVjkCbLIyOGhN/909L/Yj/VDI0TEVYuCYnctVZo6etmFYqSA+FqD/tU6OH4vQ0dOATpazRI91cJBEK5KTVG0Jz5IkPuJnGOCXfgKSAUNOBS7h7z1C18erML/YTf3KKO7XO3G0jNPa24yxkIdivpO9HMSuOjjWE8b4QjdvflONYiLEpddO4jjiydKGfFeSCF5wMYwCBV6cfUa6D2QzkLM7BkIddbOGzTorPa8u5iAo1rk0F/2BQQYPJP6dcIhpSzfI7gW4dgvAj3/MgmVlCdfIOgnJR+n9M3bVycmLUYwvdFOv9uN8xYm9X5Xf+F7SqDG/OpihA0IMWO1c/pqmwBic5zifJutELUVHkdA/lqwnZ3fklcRUBI/tGG5pB4dftWFaqYBYCE/PSRwtUVnPVA4H+xxWmOkYnP5CiYlR6c8bJ3h9GAD/LwI0GAylOYyLIsaw007/f+7lxA/MaJbFCLxxEvsp6D5hLpvjv2yLaWnvOzvB83W0hzN+mU3nj3k43nyJyj/If8u7HzhwhMuh91J1/jSJ8ez52nq0hU7P9gwZZH12GcQCAzi6L6PU5WqFvH4Su+rEfkFi7yvdmFcqiY24ONnmgK4OzKXojyyUpS/JGrc5Io+WRF9K1/XThC40Yn9Px/rHCpw84cczFEO99xSte9K/uUKpQb+nlaPjjdjf9+B/Wo8p16Lsw5J/UxE8J+0MTGzG+qoNAwEGXnNhPznJaYcFTQG5tdCL+wKBQPAoItt5lU0BzRLF+7KMlbZikWEAAlAoxHch+MyHZwzgMr5btTTkdVSUkV/fJYSWHQX0WfzGZS7f11Bvt2JIGmOKlQasL9QTbHFz+UY9uq1F3lsKEbwFjAUINerRVcxdHdLlO/++n95eL5NrtGgjPnp79XS0mLJPPCI+3FfB1NKGdYsS0GA90Yx0sAv3z/di3PMwPJYRfO8GYGcbzduTH0Clo/Z/7OfmERfqljdp3qZgxuGU6zKxEN7znbgClZiPd1OPm+On2jk4Vovt+Xr0aU6hbI6BbDy66Rvx/4gBUWITgOyIwCRSmEs/7Ce0XIuWEO7XBlh/ogHdQs+mS+6fqX1IA9Ry+JlrtFzwcfNZPcYFbnYmob4m6voyf1tweppOXEKKRQl/Hpt15Mf8+CdAv7bAtco1zmVMmAGi5clWzs2/+rh0pxqL4xCm6UmwSoel5TChRie+G1aMjy+8qycvt4MEgOiNILHdNajkRgkliX3ci/PKJNq1Wu5+2MvZjR20Pr7AE6wvfLgD67Geq0WnAlBiOnyU8MGTuG/U0Lw1w+17K91xmY0ie/nDIxoljIaaP3p4TZA+vszlCQWmbxnTJ+pX2qm7woItFqUxFcIzGKXmxDnMkpu6bHafrH6SkMHrD5yjdl0ivlS5vZmj/9LIyXf91DQZ0xcRlkpfeiAhAbH/mEehiiXQl5D8XB6SUDxegzFN33uTC9PFLY4plhUpT5PvMXI/BiX02GLkX/zGRdx31NR3tWJeDWCm9SWJllY3F2/smiu3BAKBQFCQ4tIGM9I75IW/FklWYygZ4v32MJEHpaSVeNOitbJR1AqHFMT1uofJDWbM+PC85sLQaUW/CHOS2FgYWIW6gPExfj9KHD3azLmfRoueOOH7xddMCf2kH3+VCtWDy/RfMdOxO2WFNjkByspUjNAVF84LfsbX1tNxvBb1mIeuk05amv3s/ysr5nXpSUrRET8RdrB/a8pLVRrZYYJhf5DonkIRHQvBOONjoM3sJys0aIFwbJzcxlCc8M9duH/mJ/iFBGst2H5Qj/4rk0xWWOn5wWYGfujEccRD5Wo9xj+tx/otbZoRLd324urpZzgSR1GlY1fTURoMcpO7QriO1OV2qEFp0YHzJsLNf44CUXy/jGF6QjU3yjObY3gqTvRXbrpe9xBWmmjtaMaIn7NtTuyHg1heaKX+T9QoFigVs+T+ORFmdAyMz66f+ZXGsAP1BQ+hL8Ao93NOy8mcyJsAZMq9RBSczDZME/LiHB5HXQlQjXYj+C/4iFaZObQ1XSjOOMuS8p1yj/PF0FEyqKxc3PvJJ8bwoIfochWqETcXR4xYN6UsEuVL+YqF8PY56f94HO0zHdj2qom+14W9p4WmG/tpbjQnHQbZmJ8Ojn16k+iGHWxOvX6FDv034jhDYdiasWySz5mST1ctQSK3AqAwoFm0NNp0pE8GaO8ZhsdbsWZOthdTZ1ToaHC0Jv6dY8FSVj+5H+TmmI4dm9I7q26TkXhPiDDG9EW4JdKXpIAfPxD/wEfoz7NEzs/ohNxpZQ+7LzERZOBvnAxXmGhtzHASZmt3lRHLbhXtFx10/UEz9d/KkjZ4MYpq96EMR1hu4iPJ9/ihn9CzOnS/kem8L0H+jY4ME1/TkB7NvdpEzRo3AyOjNG8VyX8CgUBQLEU5r0JvH8NxRU3D377Jrqog/TYHdqeSM7a88Ta5eZDYHS0Wk1BPC/csxlB0yIH9Auxt76N2jcRwr112Wol6dweDu0trXlbuDXP2lV58mGh90Yoxvp5YmxPHsTiHXzmEKddkMdtkM+9qZaIOS/jzm4RjwGSU0CcRxmNRMOwqmPJXvVyNgiDhCOhTHViRMEEUaJdXQxEl3mMfO+l8T8LQdAbrg05aztvpWnaC1ifyREbEw3hOdXHp0yhShQbTvlNYd2pRVgBrLbSd0eP9eyf9Lx+kv0rD5n1HZ64XjYRg3Y45YdWaNTr48C5RSlkzmy/VVK8EXyTj7vcihAG1qjrPuQpWPaZl/bdN1BvWo1WlRGhp2xg8YKChvY+GWJjAx36ij61KN+zGvDja+qG2g74/1yL9wondcYTxo+do3lpgEMiMSpFPIUeY/JXT2If9uL/QoN8kEbzQi+/rNmpmojyzRbDF8Pc6cH0cJjalRLfTRs8+QzJ6z8ghZzfGC06crzXhqVCh391M67My6mDdDRMC4l9EYVPhnlVy/0yu+qqVKV93mRIVEp6X65hOPs29ki83Em8R2ViLbbpuyVQMf+8xApIKs70e/bL0QzMdFMGyjnOJYN8xHDf0NP+gA9OyMJf+zi47RaMs/HENtWsu4/6hC+2L+zEk0wa95/vxLzPRuuVhRl1JhC920htQYnm1G8NwC+2n2ql8qY2GjbnbFb/jwfF3lxi9J4HGxH7HbG0g7Z42zm1MONXtB/tRrt5Mw4ut1KSohXLo4LuRMDxWP6cOm2aNDulXUSR0i5C6KJ/ohy4u3YHJzwOEUjfKmJIYv5dSaqBgxHbSub9Vz/pCh5abWAjfOy5cPw+jfLyVM4eNpb3jBxLSVCXKGZkXR5KA/1tZ9m8mq5+M3SWMlvpMB84qLbqJm0QnQFdsBPBCIwVx9w9TaTCiDXro7DPMLTNQ0JH4EPvSVIzQVTeuPl9isalbbkq4An3jOXo2XcL907M4/nE8UUcQUFSpqX5Mx67jPdRukaklpkK4+4Zhgx7dbQ+9F4x0fDe/8750+RclEgZ02gwdpkarA8IRougfgh0rEAgEjzbynVdTQa4NxVDXnsCyWgEY2L/fhLf7Mv57SedVqoMmi1HmTa3TgwLVymoqlRr0G3dg2ZdjyfaBH/eFENp9PdSuVQJKTAeaGQ204/qpBeMz09O8lAn1AqwGxiNBfD8doP/nYVhbS9tL9eirAEy0dihxnerEeeQanm/tp+HbNeg1812hnCT8gRu/Soe6EpSP7aBeG6T3vA/9Nydx19WlF3PMeN+KLbvYtdyO+3UXq5KTqPhYgP7X3USW7+LwFpnhyvEogQtddA6FUe5so/lxFUpsnIi2c7K3hec+bKDjry3ZJ9sKLTuetaKt0LJ+tWpuFEyVFvML3Zj/MkY4FIaVi50KOBsNIK/OjAbTt3VcPO/E+fUODn9TjeK3ETw/7CcEhLqfY7g75fDMb7LOTG2hyYpKi2F35tuM43+3n9Ca/fTs1aIElNsP0/xpgPY+D5at9TPvfzYNbGGKepbTGRz9yIm9N4Bydxu2ukrcJ09y9thxIi+00pDTGFWh39PA4Ser0f+xZm6fqlBj+G4HffviRP41yPhXtLImSKERPwBhn5/IUxYye+KciKEFwGwfxPrVRysqJI17AQZe68RzW4mxqQPrpkV2J0R8uK7EMdsPJxcRtMmU3n7cv6ihdft0e2bHfcKZVsQ9CkU3VGiwnOhAeWEA18v/b1rBdlt3fZ4af8WR2R8LToCmU5WvS+gau2lYp4Q/7qD5vh3nyYP4H2+mo8mYtUi/YvUOGr6nhbXTTvd0lGvNNHebORwLM3obVpWpZlAaU3lSpf5PwiG8aL1NRoRL9ar1aCuVqDdtZgegWK5Bu3y6hZUoq8bxHGtiQJs/sjA+cplLXygwPQP9BXS+fPLrPekTD653LuH/TIIVBizHe6iX6xzIQvBCI+1p9ZPGiUUBrar830xOP5kiT51SCekBxaevl4qMvhS75cX1moubv2fG1mxFe9uVKDNw28Lh5y2Y1si71cPoS0hBPOfdXLoeQkKNYY+NnqcNRdeoU2+ppXlLbamNTDAR5tLfncTz7zqs7W0YPu3C3nOS47/ZT+sBc85NjJaE/MuHjD4kEAgEXybkO69+EyEcB8O62Wmd4mvr0THM3V/DKphx0MwpximrdlWOmj23g/jjWuoNKcbTMj2bvwHeT0LE0CYN7oxoD7k73qSScyIgcfNdB+7P9dkNueUGrI5/wPKri7jecuN4V8W5F0pcpZxBTc3xU9SktCHQ6yJWZaZ5Ww36J2pmCqpmLX5aoaPh9Ck0bw3Qe+y5lN0GrZz6Tg1aucbDZJhrH0bR7m3D9vT0Sp8S3b5TdG/y4ruvQ5vHD6Zaayi8a5lChXajIe1X6q9qs0ZeRMfCsMZYptWq4pW9emcHp5Vncb3RwnOvJ03gZVpq29uo3zD9xedGDOXdXe9WjhSwGYfnKMGP42i/Y0h5bgX6LUa4EiR0H7TJVeS0yJYia9kkWAQDKB7G8zd2Bj4D7d422p7Wo6iABscZ9Bc6cb7mRNXVkbPwulKjx5D9T7NUKNCsM8xxQmUlNszFKxL67SbufuTm4sc1NG9LH71zUppK7Z/JFNNQaoTX3TAhdOz4av5m5t+hMTuF0qHLUfMqfi+I71LSsb/CiNVxaM6uXbko5ziPfeIngpH9G1ME0goDxjUu3KEwbJ/u1Zl9vIit1uUsQii11DzfRs3zeY5ZpsG420x1vmDNPBRdyHciyOURJabDJ2h+InlehRpTSzfaX3jxf2V9bjldoUK7pXA+q0KlRb8l5Rdl1cFFspB1imT0AcU6E+a8DoEo0Tug+HqeQ6Qg/b1epHVW6rcaUacUUS+14HmC/DJeuWY96w0N7Hp+B7rMRbgZqjF8x4ZNuaqE+0e5ewfUm0vs/IvNQ+xL0oiLY6cCaPfY6J52+myy0nN2F8M/6+dmaFKe8+oh9SWUWtbrNtPwp4fZkW2xKUm1oR6bWklqb5K3s3EGOd5n7LoT++vDjKuMHDrdSs0KYEUr3ZpE1FT7BTU9h3MUXi9V/qFGvQr4PEIMfYp8jRH5HFilLo8d+1DKPQgEAsHDQ77zqkqFmukih0kxfD9KBDXlsUGqWb/bDGszLlaG4Y6BAAAgAElEQVRZSSVRYjFgZjIbY/w+8AfK3LtzlTVVSonxhTfzF1OuUKDeUo9tS32Z7plOdMhB54eTmFrmpuLkpErGJKoQSiPN/dmfXL3JzMzT/lENNpcJlmU4cG5lPTUnpmTRc7VOjzLuI/CZFf2G5B+nQgSG4yifWP9QQ6012w/Rtv1QUefk3/CgEJVULoPov6UXGI3FooASZa76OnI3PJBDOSeiCi01z9tYX6lHl5paWKFKRE19d/oXSjRGM2Y0M0ZlKQ4c9TPd9OzN4caaiuL9/9m7//io6nvf9++aDqXMBidSpukeoIyWpD2ZzSORYqpG3WRzCBwbeosejC2hOx0PQqXRFGqaNg0lzW4ONjGaYqFcp7GANXIqnhp7IGwbLhJro9Xw4ExuJRaGA6TGUcwIHWQzN+X+kQQmyfxYM5nAAK/n4+FjZGatNSuzfn3XZ32+n++jG9UxPl+V9xfKr3bVbahRhj3yqFPx7592ZWRLLR1u+e7Mk0UDWV8T82SfIum98N85un1oxNJCjCgWH9MEvzxHLCp4sF4FX7L1dws2KJHHeX/hXq96T+n8JUp9PvlOSONMMRahCgxkYJzsVlfPWdky4znjdKmppEHdX63W6rkXbl26nlmlhp7Fqi51Rg/sJ8q0xarfEiJzIcUs262Ldf6TzGVqdBVq3ISBf8cVAM/V6i0lyknkNTjFJPWF+0wK3rrDj5PBOm6jHSE1oU70dzW3p4XZr/q8aqmvUcvJdDnXxhnM6wvIf/qsJJ+6u7w6azPYRcmcrvyvpsu7s0JLSqNs+XiCjad88gYky8QxyJUzsp+kKPKortdc+N9LvS+ZZzm1+ekQH0y0KfeecuVKkgKRA4mXcl+SWekLFyv9vRZV3Fsa5Twy9AF0IrO8LbOXafX375L180OvT4NZU+elZih/oZQxeBsymvPfeCk9M1va0643ffnKGzzZ+95U+1tS9rw4y60AwFXOePBq/I3Kud2kuu1b1OYo6a8n8utd8k8rVM4042OdeQ+0aMfzzXIfDeq7brFq6g25KvhaoZzThjVoBmuI/HKrsr9fJMfEgLpfdqnpgEm5pdGH6PYd6ZDHb5Mj05o8w9APNgROdquryy3/5xYPNEJC8cvzXI0qnvVo6qK1ct48igbfQI2xCw2QGJoxBi/iFzICwtXmMThM8cwCObN3qeHxBtmrSpR7nVdtG2vVfCZdzvzYL/qBU36djbnhFZ7vSIc8Jyyyz7ZfhBvQdOV9xa5dz7q0NbtcRbMsChxrlWu7W6ZbVys7SheHQI9b7m7z6NY1zI1of2PeHnO2ltnm6C+K2+dX9x9b9NxLrXIf8vZnCKq/nsXU9BzlLSyQM6gGVegATnDtsBjWos+n9o0Vcr1lHqjPZJbuK1f+W1VyPVyls2tXq+CGMPPGvX+alXNnvszVLtU+N1XOtF2q/Z1ftqV5kUfqPK+/Fp7f5pAjLQFntGNtcr3Uq5y7Cwa6QcfBnKMVNTnydzaraYtHC4pzjWW8SQk9zs2z85Q7vk5NT7Yq48E82a7xyf2MS7tO2XTXHdGXdSELbaBLuyTrDdmyTc+QNT2OM0afX74er7ynzw552+/zyvuOX2fDzDbEQBDNf8Kj7hNm2WdHnyUig0Ho812AwgXAD7i0pNpj6CY+EdfgqTa71DY8g0HqPtIlk31kjaOECL5Oxx3ADOMDv/wWkxyhrsEnOuRaX6uW7lTll5VHDKKPEJQlZLJYlTpe0uR0ZU+fqgxrehzXvTHIxJ2YqzWN2UEPuhLH0H6SNlV27VP3CckRXPfquEddphC1sBJhlPuSoYc28yu1/b5hR0JS7UtGyzME88v9QpPaLQvkvH0UZSVSLLJnDvw277nV8r+a1fpal46frz9nkiUtQ465ebrrbqdsg9fCUZ7/zLfepYJnKuR6dIfs310suzza8ahL7sn5qoxWq3S4sTwfAcBlJIaC7SblrHxEKzbUyvXQEjUETLJkFqjyRwWyyWsoeOXdXaHSXwWU963Vqpxtl3Ugg+j8qCGrS3Vw7RNyBnf7GKghMu7JBtU90Cx/QDJZHFpQ/oSKDBQQOf5SjWo8F2EY52iGFGw3yTwlVeaU/pujbKs/9Dzna8hIjqXVWr3IWP0enWhRxcphgSaTWdaBmhtmm0PpVoumToq98Ri+8TEQlIp5ieFYlPvwI9KTG8/vb+bP36YVVUX9Kd/RDEv1H2x8mW0OZc+zBXXHjM/xl2pUs7u/YT/yxmmcTJ+yyirTkIwA40/xRt4w2BZVqtrkUsPjD6h5oI6O41/K9cTS6AHc3o4m1QwEmC5apochAbm3lKpqz1QtXlOu+i/YdL6m7xmvPK/uUN36Uu37Rr2q5yf66A2oa9vDqntZQ+szmR1yVpdL62vVvMejvHDBq1Hsn6ZZhaos9qvhmQqVnTHJfme5yu802jA/rtb1NdGDv0b1HlTLTo+mfjlM8Co1Q/kLrbIZyPb0H21Xy067ckIGr/oza63Th++tozzOg5lzVFJfrq0bNurhr29SQCaZp+X0F9idFmlGI1loxq5xwfyv7dM+SYGgLDudade+NkmBdnW8VxDyxmdIbcjz522r0rNzZTEwmEB0EQZUGIPR0xJxDbZk5sj25LAMhr4uuf9kUs79iSs/PbQb7WAQ0yxbZrYWTB/tVSPIzMWq3zw8E86nrhdcani2/UL3phju141kZnpj3YnHiMk8NhXKDO0nkx3KmeZS+wGf8oMzIg+0y3TzioQVM0/kvhR524Ye2OTK2Jf86m5vUYs9Z3TBq0HvtajioS3y5Tq1+kdrZJ8y0ODoC8jfc1DNjTUq3X1QlfVO4z0cIklJV9EjlTL/3KUKZ5MCMsk2u0DlDxrrQXHRzkcAcBmJabRBpdiU92B9nDf+XnXs7VLg5nI5bx1aIcBktsmxqFAFe0u19dWDcmYOe85nHijsHdf3jt7o+t4bHB1s+NDPfV61/KxWu07eGFMNGUnSZKPdxbyKsSPYxZViU+791cqNsdujoYbXzhBvHmrS8vJmZTy4Oai4czwsyivdMPI4MdCNb7Bbwkhm2ReWqD6RI2d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" + } + }, + "cell_type": "markdown", + "id": "855e0ab0", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "319465c5", + "metadata": {}, + "outputs": [], + "source": [ + "arr01 = [[50, 10, 100, 20, 40],[30, 50, 70, 10, 60]]" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "e6b52dfa", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs(arr,start):\n", + " len_x = len(arr[0])\n", + " len_y = len(arr)\n", + " visited =[[0]*len_x]*len_y\n", + " queue = []\n", + " answer = []\n", + " a,b = start \n", + " queue.append((b,a))\n", + " \n", + " while queue:\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " y,x = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " if nx < 0 or nx >= len_x or ny < 0 or ny >= len_y:\n", + " continue\n", + " if visited[ny][nx] == 0: # 방문한 것이 아니면 \n", + " if visited[y][x] == 0: # 주변에 방문한 점이 없을때 \n", + " visited[ny][nx] = 1\n", + " answer.append(arr[ny][nx])\n", + " # print(ny,nx,arr[ny][nx])\n", + " queue.append((ny,nx))\n", + " \n", + " return answer" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "f5d4a92f", + "metadata": {}, + "outputs": [], + "source": [ + "start01 = [0,0]\n", + "start02 = [0,1]" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "35a75a99", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10, 30, 20, 70, 60]" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfs(arr01,start01)" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "879eda47", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[50, 50, 10, 100, 40]" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfs(arr01,start02)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "4e306582", + "metadata": {}, + "outputs": [], + "source": [ + "start01 = [0,0]\n", + "sratr02 = [0,1]\n", + "answer = max(sum(bfs(arr01,start01)),sum(bfs(arr01,start02)))" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "858f9243", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "250" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e189a3b9", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "input = sys.stdin.readline\n", + "\n", + "T = int(input())\n", + "\n", + "for _ in range(T) :\n", + " n = int(input())\n", + " dp = [list(map(int,input().split())) for _ in range(2)]\n", + "\n", + " if n > 1 :\n", + " dp[0][1] += dp[1][0]\n", + " dp[1][1] += dp[0][0]\n", + " for i in range(2,N) :\n", + " dp[0][i] += max(dp[1][i-1],dp[1][i-2])\n", + " dp[1][i] += max(dp[0][i-1],dp[0][i-2])\n", + "\n", + " print(max(dp[0][n-1],dp[1][n-1]))" + ] + }, + { + "cell_type": "markdown", + "id": "7fc71c4b", + "metadata": {}, + "source": [ + "## BFS로는 풀리지 않았다. DP 알고리즘을 활용한 문제 풀이" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a1b62245", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/9456.ipynb b/9456.ipynb new file mode 100644 index 0000000..64a9ade --- /dev/null +++ b/9456.ipynb @@ -0,0 +1,211 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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el5rYsMqN/30J6xYtMEpcAvQzdblWp4cLo4xS2jJavjZA+9EAPNmMc22G5Z/5jiuir1Jkc2ZoNGgZTmYFLgbuBTje5mZ4YwvHDpvQ/D6G9+/242pV0dmXbFd64CTvzLrqpvbMcnq+rcb7EzeXP5ZJqNQYNjWyb7sJTYWyApVuG5ydxc5cESP8kYx6o3lapr7hL6yofxEk8m9gLFYv/8nCwt+ZI2bHvs9OOfb9zPbkIjMzpQByGPcRL+OP2bDhx/uqG1OXE+MDUCVF2zpl2xTDhC8l0H9z+nZm3Xor+jMDhCONmPOtARYYcPQeo7q/FdfLTfSrEiRSqWoqlYpEogrrvqPsXjvz96dvwy1xe3YaseshQCIckbEtTe+sqTVNLslU0phfZMTZ1UP1hXP4X23HfVe6X/dNtVhL1aMGrN/uwbZeV5TPafQ/YoABTUZZG+nTKKywzn7wU5fmXCwmG6skEoT79+N6V4vjlWPUrNKQGAnQd6iX1lii6N0mgs8OxTuv7vrpOxlGs6kG80eD9PUZ6WiyoE03jkoyvG9z+wZo/8v0oSrFIrBqw4w6EboVBrh4G4ncRm3VEi0qwkRjYEx3YMWihFGhX1IFSkrYTUZD/ixbG6S8bQCyRBqKiBiO+Og7E0O3xoj8Xi/dX+mh7X6aekopf5pte0gWJuL4f+ImvMRGzRNBBk8cx3iwGcuy9C8VMEgmEsi/G09GFj6JErmawPh86tkytw1+epsIBjYsz7jHcj0G/Nz+FMhnUChITS2OdCWWnQe79B5ldAR0S9IV9jjj90Dz+TR1tyjpiAgcraf2aPIjJe2M3YwAcSK3wLgoy3YLpYvVCYnAiXb6LoJl3z6ca8epvttKb+cBEt9uS4sgZ5DNqMy7VStO9KMo0U+uJE+XGZeIXIsxGpfAtFnxFt/cxAmHoqi/op/2+9E39+Nau4eWHzrRLhpH+sDNIdchND092HMEfiNXg7DMjnEJipxXBbfbVIxJR4CmYs6r6G+CJFY5sT+RHKfqlTU4NnpovxpB+goULYcqTanjM6vhn1/+xW+GiEajXLk5CiSQImFid0eRMLH5ywraWnGZloeJlCWd7ViWCjjHpEgY+TEr1ekR4kWgfrSGlu3V6NQq4tc9dL18CLfuZzTedx5pMT6uxf0vEeQtWtRo0X9FDRcDhJ43Ti0cJiSCgQiYNqOH4grfxiP4z7hx/yqK+slmju0xF54P5eqrQk36TYjo4mr0k/eIDhNMGHD+Zcq5tECH/VkrAx1hIneSfZNceErKsiRv9rP/B2b2fO8oTu1CxqUg7g4Xh6p66NmqAzSYnzLRf9RN31f17JncsvaPfZwbgcT5dmrPp90vl36o0DbgGcG8Yj1eExK3bwKJKBLGWVzkZNPTgEaLDglPcy2e9M/z6lUD1r/UM3SmF/eKZnb8eaoPLrjp/0CFZZ9pbrOuKmHfT9qIv40RuRll+BMN1udTnZuxbbAc+17R1uliuRPg+Ct9+LHQ/F0n5kQ18bZeXPsT7HllN5Zc838ObJ2K2BR3koEXwyMZrVymxwBEYxKsKTCzFmjQLdMAJlpez6zHFEWvz3J9PEBvm5voxhZOHDYiXzjEftd++P4J6kp5DjmE95cSmiUagqc9hP883dmY1OnaXNvuyhnzah2WZxqxPFNKo7MT+yQKqzKdVKnkjooFJXPXvCop8DAmI08sRK2+XwhAYRB1mOC7cbQ1B6lZlZSvqmUW9uy4QqDnMqG7Nmyp2nf3AzmpeSX4bFOU80q+4aX70ADDuhoObndgeLqK2P5emhqDOF6sw57DQ680WgfAmSZqz1RmX7/qic1sXtKK54ib5d/dMVXz6oiH2JLN7HniQZcPLA75ho/jXW6iK530tNjgV+00nWyi4ZqDxieKvNm9KN4jrQz8Zjk1r+zA8SU7VSNN9DY3EHxuN3XfKLCQua+cVaiXVqFeANqVJnSPGtFA8hSYB1jbplhmbPsqAkXbBkthJEoE0CvM2ChqITMR5koAQOJyKEbN1ukOVEXbQsZihC96GXjTTxQ9NQc7caQKBluaDqPud9F1pIHL71jZ8bwd62rdVNo0lLBAHif6roegxoB2Iagf3YBDH6bvpB/j18bx1GYsdorsg8S1c3h+Y8Dx4nTXX0K1mcY9k5FHFbr1Duw/byB4LY5dlyUSOBZk6IKM7jlz2jai6dk09w0ApUX7p1FGRHsiRvQ66P+i+Fk4bZynWTD6r5hRXRjCd9VM3RoNiVtePBdBs9WAtiJnBEJJGZ/ljs8S5NX4jSE8H1Zh0KpgkZ4Nz+oJn3TjX2Nm/ExtxgJmrrLQkkgjtwE9OgUHmyTuyYwTJxaRUK0wKTJgY59EUel107eOLjJgSZOzmlXbsK8fZOCWBGunZovuS0b4ZZQYFgyA4ZlmbO+109V4mw3Pbsa86DZDb3sJ3TXiPJzcRpV0XuUfJ/I1L+4zgwQ/lmGpCfuBoziKKvg+S4yFOXd2GMNzu6dGhb4as8rHuZ+HMNenMq/e8sMSO4alFD+zEgvZ/N8asaRes0pnwfG0l4ZgmPjWZD9pnmyhRz3A8Z8e4G+OJOv5qDRGNrecmJb18CC2DU71X5baj+nOgFxy/nqIQAK46Sdwy654S31WfQ759ZWKmYcsTIyTQIXt4Os4Vyc/UvLedFvb6Fg8wMBPD/A36QXbW47hmJHyUSIlZEeVat9PMvVeVWiWVbEQNbrVBvSP6rmfZzbLWfKlkoiF8b8zQP+vorCyhrbvOTAuBrDQ3KHG3dlF797LeL++g7qnrRh1BbI4C1KGrfOgbYpZQHp/iFDCQvN2ExoVaL6xh22+Js79OkzdWshpT2XjTgj333dxWeek56CJ0KEm2vfFqdtTx+MFDkYpbcwrPSxlOsrWtBHCHwJf1WbYJcnkDvUWbUWd25WqnzfzEKvKB1Ez26r87MGpsfRQ1wsUTEOx8yrx8QBNbUNUfb2Rw5Mn5iyz0XbKROgtN5dHgBzKrZwIgfbP9FkjMNJIFFaY8y88FhioO9yJ7o0B+va/kHbaoJPOv7aiV5rJodWiJ4AUZ1rkNX43BssepyrnhQWE3PXs6c6G+qN0bILAa/1EDbs53GhNRgE2tXHiKwF8ARUaTRHHhiZShes1VhoP704Zt1psra9j+siDOxCDnGpNWXQra2u0WvT4uS0xPWIt3SaKHnOuzqukci7pXpNp5oWLY2enOOUWddXiZ9KY17J8Ffhuxrg/4lNOLoNOi1KRHb80iC9hxLZpFN+ZcwS/XnzxUzl0DtdbUYzfaOHos6bpkagFGkz1nfxsS4hzr/Xj6RpHU3aBVS3WA51Yp1pAqM9NfLGNxnVWjBut9/ui6MXV3SB9R/1ot/fM3D7wVeOMSOdCFTCR7VyaBOE33QQw0Tjt9JnUmCEjzbpg0X7lFBUEeK2B2teKU9aTxdszF5Lq9bvp+K2b3iN78U7WJNjUwuFn9VCxI5SLN64f/PgE7ddb6Px6ehuO476rxrZnA9Y1VqyZRVcnmYMFR+J38dw1MqZlCkwFJNQ6I5anDWQLlk9HQrqtpM6XCrUapNFRSK8YtVCF6t741MlPaiPOoyewfnwF/8leXL814fjWQZxfM0zv1wLvRL2immpTHZtf3IAhc4F5nypMf91CizojxapUfVWIiTjBk734l+6g5+tpN1lsYXe7jPvHvex9fqrmVUuHAz3hEn7IjDHT0fM5FUww7YQt7RN1tD2RP79h+VMttMi6PLbNLJNyBuSW8xK+AS/yGhu2UR/n/j8floO2jLGSSbo+z3W6WDaWs3wl+D5J08mQ2jqux7os54U5UKPfuJu2jbvzfkdntmHTlNgDRTpTyrHvlRwikstuKdW+L0oXpsitC2WuvOXC84kxu7N7iQmn62fY/+Uc7jc8uN7SpA5dKIcybJ0K2hR8UctyIDoShzVpYQgFW+Fn9kEk686GdCfUpMN6MuNOfz9rV4dhDSSiMaS1kNOeymQsjLuti8if7+HwzmS2lO3gCQyXBvCEJIx5pnbpY76yGX9Zx/JFF7UXs3z57VZq355lJ0wWW6X4bKxkVqz28ULyqxrzUxp8g30Mrtk3tW2wP4DK1IhZQeCtMEVuGxY8FCh2Xqkeq+PY63WoMu3BBVpMz7VgAkDOq3AT92TGF6lRF5HwpDUYUSf8hD52Ynws9eFEhFAggXpjdeGo+WI91hfbsL6o/DdnsLQa42KZ4JUodatS03giypUPZBjx0FQ7LWk8Ld5enpCztb8+41r1IxZqngcmHueUe5yFnwfuqtEuq0KVbXsIgMpAXe/r1M3oPNA+4aAllcUlP2rGtqWqJIN1oVqL9k9VTKvksKwa4+IE/g8jOFdPvZXIhwESi61U5zL6Kqmcc90rJaD1ZZ8Amc3IzNXvqVTdvIbl5BaaMJEJE4YFqe0mmLAr1SAjPrpOhlFvamPH8zLyxW56O6vpKWjcZzzZukZeX5f/O6plJhwHTDiU31Yx0nkXXRfHsTQ5MOYrGloIOYy7tRfpqQ5asin8LPMiZ5su9dJ7XsZQ78TygKuVZw8CTGYtzGbWoxr9lkZ6smUuPmql5YCMbjEwVo1tixZdOX1VTKvmeHwy4sPV5Wd8fTOONQXGUCVlmkIkSYIVyzPGhEKdNGbCcaAF9aNF/ui9GIFf9uN9L4aUVgOETRnf0y5Hn5lbtECDfrUV8+rj+KKPY1lvKH48qw3YnjEgnW+ltqmAqzAz865UfZUXmfCp/fRKm+k4MFP+qlfaaOzO1htGdrhPMb5IDcRRL9NStahQnSTV9MzCPOQ7Zvw+uTITFdTZme0Mm9gveum/rsH+fSd1LCT4spvWU1p66k2oK37qpwbjV3Vw5jLBelOqgHWC4HuX4RFHcut4iUTebKB3pIaOJutUBuPHHhp+HKPmYDPOiizeClMJ+z4/C1H9qRatevoYLtW+r+w2fDXml14n35lmLFClbOVZ0SSVs3WKZYEBown8H1whvmlqDMavBokU2ApfTh9UVWnhfYn4BCmZGEcaAbQaqorJOV1kxNn3+vTPFiSdwy0AiRZOWRaiBhImBy1aNZMhi7LHvNKAVIEM7+zvsRjneoVZWoGaV/fiSAnQLC7k4lVh3HGYls/30f8/9+K5X7B9Nx3bLfPrQCDBvKKobYOTk1y+FcD7hpfAjdtI8ZR1ukiDdqUR69MOnFnT9MP0O0uYjKvsOE1D9B7pRd/eiOWLEoG+ZGFep62EbRljcsqgTm6RGNcpaMsCA7ZnDQyddjP41RZqVkD0H914RzTYv38i7SSSPAXbJyTCFwYZPB8mmlHYb7nBjHWLDVu+veV3wvgGB/FejTJ6Z/L4XhWaZdUYN1pp+b4juYDMxWTn3V9cRLk9Es+4jx3HDlNOIRu/5sP7jp9g5HayGG96+5/u4OjzmaLGgP2bJoaOdtH75Q4a12uR3uul6xfjGHbaCm6qSYyECcfU6J/Qly3Eyr2XfMPP4Fu+ac+eHPOPY3+mBmehugBFYLA5MLztpqtPT4tNwn0yjOrJZsz5+neSu0F6D7mJfMFG2/NGVGpwHrAR7nDT5Bqn4yU7eiX3qTTpdTAiYeQv15D7FGOZ6DkXrWeiLN96EOe6MmKccoSBQy4i6w/Stk1ferR0Qib6i25aTw9TtaUluxMsD0ojxWUfkpCXmYXCi5agmSf6aPSYngjjrq1Nyvb6wu8lfYvauG42a9UUR+KezPiYRDQSIaaxYMvTsGTReg9RnZ2DO5VH4Ssp0/Ijo9JZMGr02d+vQsPb1noWp9KGTiQzfC+vbuTgYct9J2b4ZC3tmd+Vbuff+pyQke8lD1bgtzEicU0J46TYzLXy9NVMZCKn23FFNnDwYE3q5KQc5LIPNFqWr7Rg/9tOHI9UbsNIoW300vlWGgIzP89caE0e3/7AItsTEqH+brrO30Zf35Oyveo43DTK/h4Xu27YaXzJkd8RkUZiLDnOAOIjESSVPmuyou7JbZjO9OI+vYHqehP8Sz/uS2Bq2FDWieFsa14AACAASURBVMlyXEL6VJ6WGcf/iSONpDl+85GuV0fG0a0uXZqWZ98DyMTe83HuXT/hG1JypwPJMVy92oq1tpOjuowxXJZ9n6wbJeuMGJfNoxIgD8jWqYxNocbyrJ3+l910ndPT8ld6uDlI18kwmi1tymzOCYnwBR/eS0Ein2TKruxrG93XbOjOeOj/Rwstf6VH/ud+PFdVWPY9jqqkrFOlux2SOmFSpZU15hUEpObtqa1ZSMgy479L1jKOLzJjWV2GvllsYd8pEyxScI8FmqSz8LnSf26ShCwz/nsZ6ZMYcbU+5YAU/DFSdMH2xDU3TYf8LN/WQktDsigrkCzg/ZGX4682ceWbPXRsqtSSRINl/2E42Yf7O7X0JlSoH9vA7vY6rPmMpbs+WvdkGOcqNdolycmk1hkxaDUs/4KyCard0kIHbnoP1eMZA5XOxLaDPdQoqbszFsbd1I7/c2YcL7bQ/BXd/eyzyeNkezuauLwzx3u746P1O/3ELU6aX2lBvzR18UQCeWQY7ykXTReGaetx5o/ajIVx72/Hr6uh5UAj1cvUyUjtRALpVhDvj7toCu3IesKDdKGVptfibNjZTNtLerSTv5M6Erb7B3u5nKXfNU+2cHjBcfp+2kTtkeSpIhv2dFC3sfD4GA15cJ3ST1M2pVLOvZJjPkj19sbsY76zKeuzl8xSG/taJLqO9nHgEmjXOemoNxc+sSQRYaC1mwBmGg9OFaxUr3HSc1BNe6cHd8D84CI5ObYmaVeaMGlzlF++E2Lg1S68N8C4vYPmreU4nGJ4Ow9x2dBCz3ZDGWn+cQJde+n9SI15z2GaNxa/XCkYpZztU13yFgpXvgU5djMMSNOLV8eihAHpRpQE2pnjNCNTQ6XRUrUoKYNNT+nStk48YPK0y7DOmL1S8IRE6HQ3Xb+Iwpo6Oprs+Z0SGVRSpuVHjXFrY0HHTc6FTcHxWIVGm3G0+L8G8d814HjOkpZ9JxGLMnPfwXiCxOTKIXScWpd/2p9VGj/dL/shVTdH+6ePY/58gYepAOXoq0xiv3Bx6D0DLV11GPKOEQnfoSb6727A+bdttDyScdz8O25czU0MHzyGc3VlFunKMq82VOS3clFSwfY7Ic4FxtnQdIzd66ZmkGZdIye+vIGBn4ZRL1ZlEWlh3C+045vmEFKhudjNgYsAWgwmHeolquzH2msstBwep/fV1BbPRTos9R04nyxjFstBLgeARIhw3I5VA/czukgQDEnYs+jq6TW70utLmdj8aHnStHT7PkH4VBPtF5dTs6+Fnkwb9x03rqahLGO4RPsegNv4O11zk52SyRzYOhWzKVbV0XNQTe/JVurPpE6I3drC4WeNhW3OtLXNju+00bhCq2xto7PTcVCm+0jyN1WLdZj3HE4e6nG1cJNnUjijWMpRsP3Br2krTfbTi5UEW6bJkkUatJqFsMSA7Vml7v/cqNTKR3Oyb/Q5gk0L82QeTz+ES7VYS5UaWGLAZNFgFFsF/2gp2nk1/L6P+CN1HHzOOD3itEiLfr0TR8iH69chpE0V3MKyQIflxQ4sxWz9W6J0m4aU9cSFmUxunWksohEpIkF8d8FyoHlGAUCVWodxax32QJCBHO9N+vAykYSZll0ZdboWqFDrjDjqHQSbBghGnBjzZW1Egvju6qhrdUw/fXGBCu0KC87nruDrvEzoji0jiioR+nWExLoWdm/MsDAXadFv3I3zmj9nv+vW76Zjfb76DnPAF620uC3JbZcFGH7fR3xFHXVbM7JEZnHMa0x1dLiLPHdFZaCmtRPbMv3M7SmrHXSe2kZC6aG9ZdXoUbg1KdNImZDw/aiLod8+jtO1G9vKMiI/ExK+Q/sZrHLS+ZweJrM4Uiz8vFrxFhvQYNnZgfZbegwlKsM/iiPmR3z0nZFQLQLfGS/21Xa0C2SCb3mILVajvuTB85SRusem+k3J1gLpfJYPb3jY1eKl+qUTNK/PMg7KrCGlaMvDnZkRYOlCL10XZB6v72T3Jv0sbFFSwFU3tR3KtNZ9Kn6Yhorly7XIEQmZlGN4mR4DQ1y5GsP6/+hQJWKE3uxnKD5T5sT+NQxGR3K8m3Zz9mxh/SCdP1dkG/OfLpurbkgl9JV0vpX9b1XhdDnQ/15Gvpf2R5UadXqQ6U6Iyx8n2NCyG+uK6fdRqXUYn3Pi+KCJgfeHca6u5Fa8IjLTCoy5bIunnPfPm7FQwJG+zEaHO8e1S03UHcgVazfifF1Z/crwyRx/0Flp7K6Qq30ihrezl8AXjBg/H8b9qg/jQRvqa/24L6kxr9Ny5XQv3jUdaSfeKqstNbOXZAJdu+i9Yaezz5FXx5Ru3w8TPB9Ht/0gjjXTgzsFx3Ap9n0FUeTIzeT+tti5s3UqaVOoV9fQ0lNTdBvS1za2jEB+cm3jwP7r7Gsb9WoHbSdmZxtmMZQ85hVvG6x0i9Mo+fTiUuv55ht3ubeTl7ejwICj9+iMTxUdwpXVERrFs+cA3pWNnNhnmdvTXQUlU7TzqnqdDc0FL5639Ti+PtNL7XlfheGbubeefSYxmLEt8eH/aTe+L9RhyRKd8N5UYdiZ/b1pv7oBw+l+3Cf8ND+7ISPzKszgUQ+xJTachVztqXZ43/Sif946M/PqTBDVYzswzVigazH93wZUr7k5vrqZmnUzM6/cD1u/L1AlI7QKmBzzA9nG/Dx7drUuT/RugUqp62pOavSwQIvt4M+wFlG7JSf/kVwQyhyn4f3jM/5ctDJdoi//7Lh5fBpnXiaSR7n3ng4yvq6ZY99Uc25/O02uOPZFlxkM6XF2t6B7p4n2vzuAtL0R5yYDmnL6cJGaKhWQq47fXIxPkgbTz54qqkxa5SnZYK0sujVm1GeuEB6zJOsALbawpyVK19H9vPCTZNbS5oZ9HFzZx65pFn6c4d9I6NaUkVWpiLk6YUsiFIiQkOF4Y5AZ0iezHtRSExseU9H/phtjlR1zZubVrzx4b2mwfStrTtCDYZ6MuT8G5GsDtHd6iarNNB5sxoKP1mY3TfuGqJIkFm5pYXf9csJH9tO9v4FwzW4atxnLmCsLUatB9blCNdPKse+rMW/R4HvLjWeFE3uWzCvPXI/hHJRzEnXJVMrWmWubImNtY/1SNtmVe20zHyh3TTu7pR7mH5WtNzcXLEyu/RbMo63GgqIp2nmlWu2kp7sa7xsDuN7Jsj/4uz3U5DmaOucxxff5IzwZYJER59GjmC8MMvijdjxZal5ta+3JXfNqqY2OH+rw/dLL8VcGuD2j5tUeep6yFC6UvMiI83AP1b/sZ6DTm6Xm1T56tuZwoG3q4JjOh/ed47Sfnlnzyv69Y9hWz8ZGmPzRc6CI4rCl3Uu12kmPS8/gWwO4fp6l5tWBPH1XcZZjPdCCrJuzc6Bml2IcbPlQ6Nww7jzL2RmfFnnQwsK0AxPyHc2spNDxnBij04tDzyysKzP8gYz52z3UrNehBpwdLSw80ovvrglnuxPbMjXsPMFR0wDH3xlG3mQob1uczk7n6/aynmq2KN9xVUmZVmZLMrduZZA3av8lM9bFhwheTWBem3wp2TNGWzj7ZNp/41cIXNVhrS+nWpASCr3n2bI1ij2oRYvtYA+6C4MMvtqOe0bNKzMO126sK/MMvDVOzs4UZAUW5oXH4YM/Wjx7Ye/ib6NGu0xLubeZDdRaA+bn22jeZExlSNvo6NXhPe0lvr2FupT9bH7pBEc/GiSkLtfJq8K053VeL/zFMux7Fcb6HnoMPs79g4umrpk1r/b0NGPJeQJo6Ty0a4pK2DpzbVOUu7bJRlXawS9jlWuqOseBVOWuaQvpUPjsObhK40Hpax32w68zP61LgVL+0x/+8Ic/zHUjKsKYjDyxEHUxRxmmSMgy4wsyUvlLpJQTFT/zpApcFreV6+EkcU9mPHPbSKmU8d7iN0NEZR3G1VlqFD0o4lFCN2R0q41TmXwKiV1yMxQ349haTkR6FhiTCF+LoV5pQv+AjkpJyDLjlCb75gPyNS+eD6rYXG8pq/hxxSmnL28FcL87ivlZO8a5OCDhARG/2M6ud81FLY4ip3dx6K6zAsfNzxGfIX0118yJnC/Dlizr2oogE37bQ1CzGeeT80qalsecv9cyedhtnbmSeZ9hWVvJtWTJY2gO7NmK8hmxwz6L/PE4rwQCgUAgEDw4JpLFxoe3nKBRyUlZI15am8NsPtaC5WE0hgUCgUAgEAgEc4ZwXgkEAoFAIBAIBAKBQCAQCOYtucrhCgQCgUAgEAgEAoFAIBAIBHOOcF4JBAKBQCAQCAQCgUAgEAjmLcJ5JRAIBAKBQCAQCAQCgUAgmLcI55VAIBAIBAKBQCAQCAQCgWDeIpxXAoFAIBAIBAKBQCAQCASCeYtwXgkEAoFAIBAIBAKBQCAQCOYtwnklEAgEAoFAIBAIBAKBQCCYtwjnlUAgEAgEAoFAIBAIBAKBYN4inFcCgUAgEAgEAoFAIBAIBIJ5i3BeCQQCgUAgEAgEAoFAIBAI5i3CeSUQCAQCgUAgEAgEAoFAIJi3COeVQCAQCAQCgUAgEAgEAoFg3iKcVwKBQCAQCAQCgUAgEAgEgnmLcF4JBAKBQCAQCAQCgUAgEAjmLcJ5JRAIBAKBQCAQCAQCgUAgmLcI55VAIBAIBAKBQCAQCAQCgWDeIpxXAoFAIBAIBAKBQCAQCASCeYtwXgkEAoFAIBAIBAKBQCAQCOYtwnklEAgEAoFAIBAIBAKBQCCYtwjnlUAgEAgEAoFAIBAIBAKBYN4inFcCgUAgEAgEAoFAIBAIBIJ5i3BeCQQCgUAgEAgEAoFAIBAI5i3zynmVkGXksQf7m/I1L+5TAWIP9mf/+JhIIN+TSUyUcG08SuijMNID7nvBPGNMIvxRiGi8/FuVLEvm81gck5HlRAkXJpCuhQjdrMCLFUwjIZfaJw8JZcj1+M0QoWsSc/t2ZMJvu3G/HUae03bMAQkZ+d5DPjaFzHt4qaA+n5/EiX4UIjySOT7F2JsdHvL3Oh/kccn6fJ68+3thvKfcBG7NbTMEc8+fVPZ2MuG3PQQ1m3E+qZv2l8Q9mfFFatSqXNdK+H/QgFvfxtmdxqJ/OXyylvaok6Pft6EtpsWfBPGd12Out6Ar/PUKEyf6URRZZ8S4bDznuwOQzrfScEpP21kn097OVTe1HVGcxzqwLS3u1xMjYcIx0K02ol1U1oPAf/hx7XWjbz2Lc02R137ix9WZeoYi26Gs3yV8Lzfgvq7ghquKH0Pc9dN9aBDdt4/ieCzjbxMysX/20v9OgGhMIp5yiqg0WpavtGD/azuWR9TF/FoGCsfQhET4wiCD568wPBJPLihVarSPGjBv2ob9SQOaBQV+6o6P1r1uIkqaVcp7vBfC05kaQ5piLsykDFlSxlicSbJv4kv0mFaU9UAAhE/XlyTjYJTQG67U+1DSjjDu2nai9Ufp2JL+S6l5VKKMnk7+e8mxAL63/PgjUUbvyCkHiAr10ir0BivWZ21YdOXMm6RzJSrrMK6Oc66xl9gzHTRvLKafUuOMUvpktkggXQsTQ4dxtZac6lYp1/qpL1G/3H7XhauE8ZpT12UgX/Pi+aCKzem6+1YA97ujmJ+1Y1wMIBML+vCxHPtWI9NGjBwjcOEc/osRonclJn0kqsVaqh41YH1qG7b1OsobZQrIJptRoVlWzeNbaqjZZESbRzbn0oHSu64c7zGOv6eVwWWNHH3eUOGHme8ybzafff6idE7NJJcuUEAZ+jx+sZvWf9DR2OugrF762EPDj2PUHGzGumTmn+VbAXyDGXpGpUa7RI9ho5VtT1nQLc5189v4O11Z3k2x+jadGIFTQwyvzL4OKJtbAdzvDlP9lBPLIwq+H48SuiEn1wg3879L5ZRqR5TzXueIlM2sbz2LPZZLHudjvujzMt592jsouDaMBTh+sp/L1+IkUKF+xIht+x4cptRvjsUInvehfyJ9/OZY322yYbvgw5f5G5sqYb8qIyl3C6+YDJky5Kqb2o7MlhuwbQLfhcz7GUqyzx52SnRe5VJoKUNRb84QvGH6nSUqQICJOKHTXfReiCAnVKgf20zjS3WYCgjQfAPH1HCKlieLMUuTzzxjImRS1KI9XfmR493NHqMhD65TFFyoh0/W0n4h+99mTLrpV+Z+Z0oEyIRE6C03/RfCxO4lQKVGt8bGjm85MBU1UbXYvn8WG9kM/TyKtKCzJiU0SDA6IqEZz/y7hO9QE+4by7F9uxnnE/r7TsLEnSjBd47T1+xlaGcPHZtKXfoqGENjYQaaXXjvLcf+YguNa/VoVMCYRPQjL8d/3MrQW3Zauusw5nPYLLXRcdaW9kEcf8cujl8F454TtOVa+Ct+jwqRo/hPD+B5L5x0Bi7SYFzvoG67FX2eKZ1PHuQfx6WS7BvfpgIKP+/7seU1dnI/0xwqtEL9vamNsztzv+vENTdNh/ws3Oik+ZUW9EunTLbEnSiX3+qmr2mI4YPHcK4u3Zybcq7okEckRsemJnBumVeJ96rUmV7Kb6WMzIIOtfxtsOUzNLMaVgquSyHf8OE+eY7gjZSBurQa67d2U/dEcfMva+BpdBjf+SjLn550XuVgLIx7Xzv+z1lx/m0bLY9oUU06iMYkou8P0v3jJoYibRyrN+ZfNCh16mezDeQw7v0ufPeWY3/pIM1rdMkAXyJO9AMvx3/STtM7NloOOzFWzIs2TuLfJaTFMxRWBZjvMq+Cz15Ov+eZQ1MUep4sczjLgs1Qf5TGrNfLRM+76X0zQGxMhfoRM45vO7GtLDDQCrVd6eJwhqN5ivGxUaQRDUp7KasjG2BcRhoZJfH7mddIF1ppOhll+Tf20XLYiG4ysj6RQLoVxPeTPpreGsL5w6k+yKoXTjVQe2ryPwacx7K/bWWMMnzeh2/j48WvA+6EGPixG38k6YhXaYxseKYGxybjVGBydBjfeR88odB5lR7My/Mup8inV/KN53zrq/zyQAlKnQhQpC04TQbYsG3y4ZscH6ucHP1OCY2dxuzr83JtSPmGn4HTnpTDKTXunq+j7kk96kIB8XTu+Gjd30/iqX30fM+E9nNxIhfcdLn2IjWdoHFdLrk0tb4L9dXiitZx9LA9+a52OnGOeDnQOIChlMSKNOLX/XgHfQQjt5HuJUgGU5djWGtj219aMWRRd9otHZzdku+uKV9K5sdrnJw964RU2/UtZ9ltSv7JuTP1nLfnU9D0wVPhzKsKcKGd2gukKUCZYN9eut9fju27PTiWSXiOdOFqGqW5rxFzHj2bdeBcH6D+ZS9aTbGWoBHn2bM483wj6RjJ+DCHojeknA05yWoYRWivTbvXpjbOri3Y8JwkfpdMAVW0vaqUTJqs7ywpZPsLCrU4gcNN9H7yOM7/fgzbKg3EI/hOduH6TpTGYy1YZjv4Ms1Zk1IOiTTBOMmdHNdf9+H5OIH5pTac66ePN9VSPZb6FsZjuzh+xkdkU13uCGOpY2iy5Rc9eO9ocXR3UpNusCzSol/vpFO7kF0vexl8345RaebJhEz0H7twX9VhXCMTPtnF4KMt1GQzfLO9x6zOQiW/G8N7qBUPVvYdbsG0TEViJET/q120HpI57LKjyzu2yjeEFDMmJ7cqycmIbiE3i5KFfyZZZVwqG7OYTeEVNcqn9XfuLK5cDL/vI46Fll1W9Bl9qVqqx7rLSfiiC9/7wzhX5+7J9GcybLLBBd99eWqoP4qj0HNkyrzUPHTvrcU97XuFbpTJlLGVk8k+LJoE8j0AWdl2vVKikJOGVTp3fLTu7YcCcn3SMVm1ZR897WkGamcTw2U58dOJFO6jSBDfXbAc2I11RcbfFmnRb9yN85of1/kgw/XG/PJihlN/JlltA0C65MGXTTarNOjX19H5qJqmZg+eS/ap+ZNVH7hpqJ16YlvrWex5WzRLPEQyr1Lke4Zc/a7k2sJMypEMGbvTzvIMHSudn3m1dMFF6ymJx+s7aPkqhF7rwt3mgh8WWLCmz/9isioyUepoVkDxOyjihAIREo/U0fhN0/RrFqjQrrBQ1zDKlaYBLn8oYUvNPePOs5zdWejeUuEgdw4SV4MEAD4MEpJNmJQuU+74aP1OP9QcpKc1mUWfiAXo62hnb6SZEy+Zc2aQZndeFBlQzKTE7JbZCSJmkRlxP+27jhPGyO4TbVjLXEtMzuPwSR++dLvhTqkjYZLZ1+dlydPrAzS9PJTU598zof1cAulf+ul+9QBNsQ5ObFeeNxnxeYgs2kzHDlMq01iDYYsTx0dBjv9TCOc6S/4saDlE8EPgnhffdTt1KZ0feddLFJA+CLNjTYFAVPYbEz51ANe78Phzu2lpqE46uicSyCPD+M8e59DeQawHOnGuqWyetvRRkChweyiAw2RBAxAPMBQAEpcJ3bF95jKuJinNeXUvjgTE7sah0n6/zMkX8+O5BJamNpxPqAEdzoONyLu68fxqG+atxUUnEv8+ioyWqqrKNjs/6R7sHJ7WTCYN4rshPCf78V2NTUVTnq+jbqM+OZGvBktr0kQE/y+TC8ihX0eoKULIlIfE7eugtxQYN7HLnAuBZV8jtlUpcaMxYGtwMuzs5tylGJYi+74s4mGC1wFChOP2spVdEhULFW9NK2EMpZBiEcCGIVekbZUJM158N25DAedVQo4R/eAy597yEopXYW3qYPfacQK97fS17MJvslPz7AbMK3R5tgiXwb/6GbxZxbZuJ6ZlyY9Uy0w4/9s2Qs2D+P91Smndd4SnjIkHTfx9X9IQ/cBPMG6efWdrCikWBfToikjtTxrlMtGLAwy8eZlwPC3TcacjleVaglGeWszGf6e81kP1OhuaC348/QE0T5uzZF65CaLBtq668M0mDck7PlovTF8shk8W+SzA9HmYcsSWcpvZ4mM/3hGAIfzXa6bmwmzz6W0i6NmQV6wnuPKuj/gqJx31ppTloMGwpZnG2Au0vxMgtqmmSOPSNz2gAyjqI4MZ2xIf/jNuAkvsmLNkXrnfB80WMwpGWckUlM2PGDACvpjEfVsrm/Mw670r1MgieJhk3h8NKXt8SsamFrx34siQfcE3EcF3JsLCb3TQvCVp+9ma9iHtaqX/52FsD2hbzdyhwWwz03/EQ+9ry2l8NlvmlYeYyoDzqxlCbSJO6K2+qR0BqNCs3oBjex3W9OBdhv1RcKV0N0hfn4/xFXr0MT99fUY6mix5twxPIn14mUjCSts2A5NTTqWz4Ng6ROBUN/Xv5b4203mReL+XF3pAsxj4tPBvP3RMxPAddRNeokdPGPerXqoPFgp6zhFzpM+VydMEQd8Q8UccHLyvz1Von3DS+FyYpjNDBJ81YFb4m+OJcViiyShfoqFqCfBpAefdRAxfTxf+hTZqNgUZ/Lt2NP/DSfVv3Bx6G2zb7YRP99K78iDNG4tcN14fpPu8zIaWo+xO9yYvUKHWGbE3dbK8rwHXkUE2uKcnISjeNpjlMznkpv2NKKatduTzfbT2QctW8P6gj/BKB44l5+j/+wF0/6OubOf/w0hJzqv4h35CABf9hJ4xzIwOTArtSqR7Xg0SYwM71qb9iNrMBgsEgmGkrbqi3GfDHwcBM7qKeysTyDLwn9WVq5ExFsbd6sK/1MHBYzUYFieQ/rmP1iOt3E6UE6WWCZ/qwjtmwLYF/G934V7TU3GvcVbuxogCy5cVaPtdiRh6NuszljKL9FSvgIA0CoqrlGWm1E6PUgNwPZ+hIRN+y0N4sR79wjDuV30YD9oKGxWrbDgeG8L943bc7MaebdvgByoMO23l1XUogFZnAMJEboEx2yLp4xABwLhyed77xC+2s6svjEpjxLxlH0efNsG7rdQ+r6ft7FF+9nwYv8+L70d+3CPLceaIaI0ngMQDKFyZ4QjPneszC4z46DoZRvOkHeM1L32v+jAoGTMVQBqJwgpz0WEF6YKL1pMS5pd6eP1rWlT3Igy+eghXq0xbjzP/ltJc3IwQAuT/dYXYNt3MGZtFV6hWO+npqcb3lp/uV9xZa17t6bFh0c2Gd/QhRg7jPuJl/DEbNvx4X3Vj6qrkdrPcxEeiwHK0X8z3rVHiEqCfqbO1Oj1cGGWUYsNhGTaG0oy1RUacXT1UXziH/9V23NlqXn27B9t6XdGR2pn1heLEPgGWa7M8dwHZfCtCGDDosryVjHIKuvU7aNxpy7t1ehr3514uity2+jDJvEo/+xwih68QBhKTMvZOmCsjwN0rhGVL9t0J/xYmeE+N9S/SLI8FBswb1Xg/iBDDWFoN2Cw7BvSl3OcBoFnfzM9W+nA1uth/QUXivk2iQqVKkPhKHT3H7TNqXkXe3I/rvBbHK8eoWaWBhETgJ630tsksPN6MZfL7SrNgJpLZp72ng4yudNBxoAbtiJfuQ700NQbZ8R1ncudBHqo0WiBMNAbG+x2XIHojCssc9PTWJPtTwXZV6d8isNhMVdk1P+cXCTnG8CUvA2/6ub3YTOPBZiwE6P67PprqA1ifr8P+ZPWUE7McMuZBSXNgDvW5Mnk6SvzTBHxFP0NW6FYYIRElfk/5b1avNqM678UbsuKcdCrEvJwLgO45IzlnQDyAq7GXEEach53Ylm5DP3GI3pebSKi0WJsO41ynQdJItB5t4oWLTg6325SvHv/3MDIWLDnTINWY1lvg4jDRO2CYoTOK9YMkiLy5n0P/IFG1pYXG7UZYp6H3B300XUygWlNHR5MdPUbkQ4do3+3Htu8ETtNnyx4u3nl110/fyTCaTTWYPxrMHh0oJLQnEsi/G4ffxojcjDL8iQbr86npnbFtUIpFYNWGGV5x3QoDXLxNWjyyMBMRQoEErDfzeMUF86Rhrqmc8+pGEP9dLdu+V5PaT6tCu34Pzg8DdAdCxDfZUhN6aptEwbTbCYnAiXb6LoJl3z6ca8epvttKb+cBEt9uY/f6HNdez+LwKTAp4zdDRKNRrtwcBRJIkTCxu6NImNj85QLPvkSLDj/D0QS2tMwLxqIM3wSduZjUcEpLngAAIABJREFUOQXbdHKR9r5srW04tQHa97tpaozi/FsH1rxFabXYDp7AcGkQzzvdtP4ks2C7GaerbXq0bhbQbnRgf8eF5+UDyC81UjNZV+V+zSsf40vt1KzLbyBpNrZxduP0z9IdQqplRmzfNGL7Zp6b3IsQvgncDROZMGEodmHzJSs1K4bw/MiN/rs7prYN/ugcoyscWL9U5P1mAfmGl+5DA0RX1nF4px3tLRWxV9w0ucbpeMmOPkeUxNdROyOzKe98HpMIX4sQiwxzewz4bYzQDQn5bgL1luoinQCpbRTrm9mzPlUYVGOg5v/dhr/5HMEbToyrU19VGpyYkPAOeBlfqkVzy0PfefPMZ8mhK9Q6CzUvWagp6hmUkOHILjqSqWBLWiWYSC2klG6DuhPg+Ct9+LHQ/F0n5kQ18bZeXPsT7HllN5Zci/Bsi/i8mQLJgtzRT64kTxEbl4hcizEal8C0ucB81qL/ihouBgg9b5wKek1IBAMRMG1GDw/uVEC1DsszjVieme0fus3tG6D9LzPf6DTZ/OJu7JP1CO/XvPIiLbXTsjHzWpnwqf24PjLS+MMOLIuiDP59K62HxhVsnS5DH+bg4ZF5lX/2csj2/OkU3FYoh/H0B1CvNaP9YBBvyIz5nz1EHjFgiAdwv2nFmM0WHx1FQoc2Q+VrluhgxENTrWfa5zmDa5/eJgrEr8dgjW76FtrUAj4X0q0IEGX4fyewLR3OUvNI+ZI/djMCJIiOgHGZ4stQLUsGVMa396SNuZSOWKbPUqxdIvqbOGxsTDquAFRaLM9tY+iSm+EoWJRun0xE8XZ2M/gbCXmBDsv2TpybUnWCVtppO2bE99Ne+l/eRf9iHY9v35cza0S1djP2Ja14fjJI9XeTge7YpV7cl8Cws5jDqGJc+V8SqnWm8gKqOZzD5W2TLZUEwaN/Q/cl0Kw0Yn2xh7av6VL1mCw095qR/sWL551e9p+Kw5PN/KzBXF5x9Ml5UGAO5ORB6fOy5GkVmj9TwW+iM5zdsZthUOmT2XsKHViqtU5athzA5dpFYGkV6gXjjI7EYY2Tnm/kGcEaEzsOdOB8zHB/u6H5xX04xzyEjQ52p9Y12iebObEmSkTWFuWY1+qrUeMnEHJgzOrAkgm9F4DFVvRZg3fZssMzmNZHKgybGmmxaDFOHua10k5jg8zxfwLrTnsqQGWgzvUzbP96m4Vf+mw5rqBI59WkgTKsq+HgdgeGp6uI7U9GBxwv1mEvIJQi92uoqNAsq2IhanSrDegf1bNw8kuzeBKA9Kt+hu6psdsyBdPU4CpZuE7EiF4H/V8Unw0VSa8tU5KLXkGUcCxG+GIy6hBFT83BThyrkxPD0nQYdb+LriMNXH7Hyo7n7VhX66a2UUBJNa/Gbwzh+bAKg1YFi/RseFZP+KQb/xoz42dqM4RshqrUbWCbyUPvqV6qq5xpNa/cBDDR+ACK2ieuD7L/7zxIKhMOVyP2lWrARtsxA/433Ay8fIj4/+yhJp8jdIEa/cY6WjbWzWpb846hRUbqenswXRhk8LVD7Mo8bXBnBy2FThvMG7GL5BDOM50b8Q/9hFQqVPeGGPqgBkPOIow5WKDDfrAD9ekB+va/kFaw3UnHdmtq0bYQ1Z9q0aoXFrhZLopwBk8ykSB+K8jQmx68oVGq1u3mcGOqPasctLVXcbzLzYHdPkxbHThsZvSa6VKoaNmjkgi95mfUlDwRrWqNnTqtl+5/kLHrhmmtbZ1eM69SIXBFhy3E8PccYuCmAWd3B6ar7TSdbOLAyB52P2NBn81PWsxplvcpNkMi8/CGon6MB7VtUBq5jZJtUIlYGP87A/T/Kgora2j7niOVQm6huUONu7OL3r2X8X59B3VPWzFmZqsVrW/Hib7rIagxoF0I6kc34NCH6Tvpx/i1cTy1GYvxDMee4ZlmbO+109V4mw3Pbsa86DZDb3sJ3TXiPJysaZF0XpWjk/M5GIs4eTa93WXVYjHifP1s9j+ly+YzLvYeyTht8Pn/n727j4+qPBM+/puXM3mZJEwIGYMTkBEJKCPbiBqtwZboMlIbWtHFWIUujauw8qSluPJkywOVJ7tZXGjWFIV1zaIgNvIIVtNWwtZYBbWxSiwN1gRxEIjECSFDksnLnMzM80cSyMskmckLSfT6fj5+/DCZOec+Z+45L9e57utez5pAsw1WlVBwQMW+bmXHjYyVxf9rGYcf2UnhH9NYc6HG4sX9OOz1ZL5Ox7zhFuTQz365yyh4bDPF2Fm/chnEPcLG3FWUYMK+YQMZ3p2szsllrTuLFT0jETpQUPF4e7zuU0Gxs35353m7/xIFlWWHUAHnu6VUfX9xCEOvnJS9277U0g8Po96c0q0+anv2YpCL8lZS/gGAg5L3q0jvVU5iEOfzPpmxXm2C1wvZ961HL2ZevbSXSiWZO6aGsCjFyrz7MrHqrMycYup+vQ0QbcX+4zzs/+jCUemAhH6ueXVJLH1iPcanC8h9pPBiiZEfP9H3A+kA1CP72XcK1FNdgyChhLG6BIeHUg+tPyGP7FFIefg59qzq4wZfp2Ceu5isue2PylR14Fp9gagN7gvZu50JGoYQ54W45OfzIR1PFVLsd2D6WSH5OxJZ88DFmlf5L1VhWriSlHCCDl6BEdvyrTx3l4P9W9eyy5nGmrxMUgbMsG+PI3RXh+OdUg4Z7WR1DVWZrAELq/dr1mLWLDjIxs1rcd+7gozbete8KnxPwb5uca+HdwMXbO9DnBVbj2s/d3U5pe+B7QGgM6iuUzDPGKsnuZEVdPBK/WQXq9fvJ/a2LJ54MLX9JJVgZ/2OZMpeLuBgNdDnAWrgYud9DeoxT7YGzLAKOU28upj85yshOYv0WT3/2P9BsL/Z9np5fhVLng/tJNlZeLvXjdD0FNLiitn7X/uw/fTisMGCdxSSV6X0nUYZgLtsL7kvO7Ddmc3We5K7XwzrTCQv38RzC8vY+/xOCjd7MA1QDD8Y5tuy2XRb1zZsp6DWiH3lPNLmpJHWWfgy4FAPE6mP5WF8uYCd//YIBV1mG8z+jwySg934Qd0Qd/SHGXYe3ZiKuWs9FIBoK2kP55D2cMe/W5LJWJuNscuFS0h9psNQLqz67EOddGZsC1dgG8yBFPq+2O46lfJA2YzuMgpfKMe4IJtM12bydxaSNmcQadBGK2kPr7+4/7vyqribFOZlbSVt0MNVBjNkxEnJL7dREjOPzNylvbLpjNPtrNmaQuXbhRT+ahv5eit5dw8xAKuzsTS/y1HL66RofTnMyMQ+387S+Z0lm4MJsphITk1CebaAbddbWdk5bPC/9uKMu4N5vY6ZfXOXFbB2czF1phRWPLGGtAQgYT3PTC9h1/MF5P7KSN7KANseROHrSypgtumlqQ2oNrmCuIJ2c/jlXApP2khfu5WMnrP1xSWTmfsc6R/tpeDFQnJfNvVbuDc4ZtLWbiKtSxvKthXgiraTdXMatvlpF87zAYODRhuZW58h7ZPDlDybT259Mhk/2kDmTUk9AjTB3piEWvNqeDNv+j7O9xXQD3CcH8Sx2XW0lCpSWNZ1ts34ZFKmFVBY6YBbOvdc9/04vOel8XXMG6lz8kDZUyOSmQlgTGLePZmkXd8xy+6yJ1jj2UbljStZOlsBMsnLtVKq2jA7irp/NiERK8VUnQG6ZCpVnXTA9DT6LyDQwXWIvQfc2BbYqTuwl20HUsm5viy4YYOfFFN4zEjagmQOHiik6Hsp3ScsCIHrnb3sb7CRestpDr20l9Lbel679jifB7om7DY5SYdjXQI4XR7eJt33BNnKNnb+2yMUdql5tWLj0pBrvJmmJw98Ha+YsM5OHnhh0TYWr83rP1t5ahrZa6/DFCjI1lLOzm3FuLs+qB70xCEXuRvcF4qOO09WgWWIx4AQAzSD+d2Huo7inCWUmJLbH8qdKGDVfTsxxseScntqCCsdhfP5UK8hZywlL9fCrhe2sfr+LrMNPriJ9bcOLqiimKxYE4B6M+YYD+6GOpwnq3C1mLAG6Lf9fr99ZACGdq9lxPbgM2y9sZh9r2zn8Ze7j6CZOTed7Kfs2IZriPkA96y9HswBl3QiqjEi6OCVMmspT+1eitLzglpnJvnebNoPrW4sKXbspsFUQw+cLWFOsmFUSyj7JBNb5w1Ux/A/4/wgh8Y0lFHweAGVMXbWZ6WGFPSBvmYY6fwxj+B0leE2MnOyMT67s/vTlJU5LL01tK0w3pzF7pv7f4+SkEzG2uSBZ+EajOpicjeX4LllDRlzgnyu0dm37h3Cevu6IQ7qqZARyzQj/U/je1HXA2Jws9KMsEuRydJ1KuX+gldeJ4e2baOkJZms7yWTqi5j/08KyN0US87axcHXaYGLT7Uijb2fVh7dyfIcx6WvV6KzsHjL7v4vHHUmkuavYP38FSPQADflO9ax65iFjC2DOx6ZF2STo+xi1/Oruf/JzmBxOtk/zghpeKdxzt2s+Xk6iVd2D/oap6exYmNn2KPvc0XQRS5DyIpzuy8+AlXdbpzn3P0OTxvt36/T6YRpiQN8j0ZSfry7/4KoOgXz3Ayy547IUR3n67lsftND6uqM4Gui6UxYZ6eRMns7xY7rSL0laXD9dbBPNSH4Y+MAGceD7idDPDYr4UbASV0DXLig8bpw1YJB6TvjdFj79Tg75g37b7rXtUXHdUJ/N75DeZjW63UjSfMvhpHRmUh5OLvb8cA4Pa090Dw9mx2phos3unE2UqZA4TulZCZ3jERoKeXgQPVlLnBT+vw2ysLtrH9gGehK2fjCFnZZ1w88bLCjlo97RiaLl9sw/3U1hf9aQNJg6vlUF7P5P8swLFjPyvvc8P4W8jfNJK+/WmtDfUiiM2GJcXcUawdQcR0tYXt2Cdu7vq/fe/fBZYCmrt5N1s19XD/XlrDl8X1Y/nErGbOATwpZ9XQVizesIS2OC4GozKdyej/89Top3pxLcX0SmRsGeT/jLWP7fbmUdHlJiTbjemkta18Co8VGkllh5u2XcKIlRvhcPlBfqilm3a+CXdhon88Hdw1pnJ7Gig1pDOUI7/ztWlY93zVIqmCML2HLz0rozKwyG2ZiDhC8ulTXauY5dlbMsdP1OL+7zwBncPeM3XWe38fYQ9wxKqRhg52BK/epQxS9WMSh46dxujoO4OEmzNNtpH03g8yeEeML3FS9U8ze35dQfrxH9HJ2GmlLNrHV0uPsNSOdzOT95D+Zj3VjFqkTnRza1l5sPNM+8FNw9/Fitm8uoNTdXsztUhS76633MIagn9/HjWBAaQjUBjeeFieOykqqTKnY+znSuY/vI3d9IQ5LOhseHMKTAtWNuwU6n+C4jNahjUsP2gCZg32Oa6/i0I791N2YQfrsoXa8QfShvg6CXS5iQgrw9HPh3XuYTpebPlclRVsfZ9cRI/Z1WR1PJ+1kb/Sw5fFdrF1ZSvra9SwN9mx5roTcroHHAEMau7anv6EpqtuNx3exPwXxfPPS6OjrrupKKsrdzLyrnyd4Xhel2x5jy9uQsip70E+wwYh1OG40dSasHdkGF84VladxNnQ9V1xH+l2LyZwToA7QgEGJEGbbPFbAqmWFmKea8ACVOUsoDjdhTs4gPYgZWlwnynC4Ldhmmy/RsQbAjWJJxWayjsxDkb50rUVZWY77qsX03evcOPbmsu4lB4mLNpAZ6vDfTqq7/ck8tK/XZQp5m6veLmC/K4WMRbbgzy1BXCCGNKzU66TstUKK3qzE0bX4e+e1zWI7qVO6tK7b+gM9COv/4Zhxbhqp4VsofLaEmT9Ow6J1Uf6rAvY3WLj7WwOdGdrrlrktNmwJY6hWxiU55o3ytg/3OblDcNklXR9MWZj3vWQKtxaw8+aZZH4Dyl4IsiSD103ZjtVseceIfV0GtnAFluWQ6VhNwf9di7u/2qluB/s2dQmS6GDxP2VyeE3BwPV8eqotJb/zofR9NhQjZK61U57TpdbaAItwnzpE8b4SSo5WXLyXUYyY46wkzU/j7ttTA9S9GvgcVf7sEjb2u+a+MkA7zm2DycL3qdRVOzF1PqfxuHFW16H6BvhcQ3u9vMLjsdjXZmMPoWZYN7pkVuzZE0QQI8hZi7uej6o9WGYP4WwYdNB4sBksbspfK6TUdAeZl6CkSVBCOZ8P2zVkx70hXPzegvjazHduYs+dQSy8JuT5rkdJMKPNxFCEXLBdPVrA6sdLSLw7m+xVXWZm6Cz+/IvVHP5hoJnwVMp3rGbjm4ksfjSbvKs7ikbTMQvEbwrIXb2fig1Pkdk1FR4TqY89Ac9uo+AnS8hXFYyz2lN00/o7yalVlGzNpeA9Z/vY4ScyRmc6yX5rGwQz/1nHRay1j6d5BiPmhFiUYAv7DlaPITSKyUxseMfTlJttgavme52UvbCFzb91QOcMCUHdXZRTcP9GirtNSNdZJw2ISyJ5qpHY2QFmL+tDX9kclT1S/gNncwSZedXrlToqXi/GkZA+tODVkPvQMLlQhLKMfS8WUVLpuDgT3IULvnQyFvUYltpQTkllIos3rL9QZw3A2FGUtOQ3lSROM0LTINvVsX+q3sxn8wulVDWo7RmKP8xkxS09e0j3YUZKtJlYI+19KtU0fKm/g9Bt+IlixBxnBMwkJSdj7qNugPt4Mdt/sZNSVyxpq3MuFKcctH5vokKrJdZ+rihl5gNZgc8Vm1ZzMOC5YngM9ESu/Nntff+xw+nf55Lr6Cv7xtiePYZl+Cbp6FiubVHWpUkB75ZW3z6bo1EH5unJJJv7yE2rKWPXLzZTdBxsD+SwZpE1uO0v286S3JJuLymmHk9XJ11HSmRom1BXWUyxI5H0gMGrkfqOumgpp2D1RkpM6az86XpSugwzV91VVLxRyPb//RD7h7OvG1PIystm19ZtPHb/dlQUjFNSWJabiX3AG4/TlGzKHdwN8jC79Me8sbPtw6n7sc7Noc3LyX/fzOLcrWRMD/wZ063ZPOHNZ/PTj7CkQUWxpJK5MXOAoW9uSrc+xJZ3jKSsyrk4Q7XOjH3DEyj5uRQUl7H4pkDHSxcleWspPG4l/f90CZIk2Ml5QmHLvxaw89VUkoMZrqVWsmvdFg6RQtaGiw+ljXMyeSIbcjcXUeJI6/fm0XlgHaufdZB456Nkb8nGEt1xfvKqOE+VUvT0NlYfqBj8TLujpPsw1otXpVXHyoA6Tp8BOs/taiW7/vc6inwdQ/yHJe4ywD1LP9cR3Wq3dquNnMwdU9N6vT9oQTysCKnOWi9uqkqLKbamdA9eTUwjuyAVQyR4dCnYF8YymHFJQRvE+Xywx1PXgXU89Gz3e6oL19Od5/OYRIwxIbR/oBExWoXYBDO9uk4Qs2gCg6rdPCQ9sx+DFnxm5uhMgjD6Qg5eVbxXjGvKUjbc22Mq3XAz1lsyySgrJvetMpwLenaQCkpfd2F5YAMZc7ofIRWjBdu9mWS8v5pd71WQObvHAU9nIfXhHFID1bjpi2JhZlISd9y6nqV9ZoJ9BczKYGv+AO8ZYqp6UGmZNeW9XnIeyGfzATfXLd/Eis5ZVILSXuA2mKh1+ZFglwn9P1UZOJtj2AvejkctpeT/ZAul0zPY8C/ZJJkuXvC5Piti889zWV3VY7aWKYvJ29nH4JJo68WZRgcbvAKoKmLztjJmrn2GvLlGXO9vZ/XmzVim5ZHecbgJaphRwP7koHDlWoqmZ/HMo6kBb4KHVE8lyDThXr8wdzmFmws4bEon++dLSR7xwJuJtNVbCfYSsvNckbEotHNF0MMGQ2j5yDBiW9TjeNJwiNzMfIyP7ibrxgCZHcFeZHXVxwVXsPupmwtDmoKs/dTz9+B1UvzLzeyvv47M3BXYQ5kpNXkFe/YE8Vz+9b3BL3NAAb4jCGHYYBCrqCyluNbC0nVLSe1x86cYLdgWrSHz5JI+rouGIC6ZpRueYWSnAunb1+OYF9hg6qxcqpuMqt/msu19E+b4OvZtLmDmE5kk9/Hg1jI/i7z5gf8WmJGUB59g0w8sWHvue51lgPODibSVecw0WHpnM1nSWJM/DxUFhSBmHFWSWLxuE/YEa6/hgabkTDbt7rh67PP60EnZW5WoU5aS9cPk7ucnnYJ5WiqZ9x6meFMxpZWZ2Hp8b0EdexcMtBEjw94tI73jitZdRtHvnCiKQsnLxaTP6TgOKUks/ufA+3HkBLqOCK4ucqAzp/udLTz0ZAXpuc/0GagdtGO7WP6zwyzOu3gdGRKdgrEjKKrMTidzdt9vHZXz+RCOp6YFOewJpo8PZ7ZUXBpr8gMcYYKYACNQJnXlC8tZV7aYvC3pARIhBgggBVNPK9jsx16C+D4DjfgZan8dR0IOXs282Y7pQBGFr1kvVt2HC0/TC99TSPphcoALtJmkLDRR/HIBhdMySQ+QeVV4yoT9RzOHtEFdWe7MGrULuzFllMbQmhfm8Nzt9K6TJsYvVUUFDJOtF59UAugUTAlWEsPB0aLiYXAztoTcHLcb5xcO6Dlr0rAytF+A6PreolGpkWS0kZm/m8wx+gMb/LkCxm0BymoHlaSyoq+6fsMxy1iHIdV8GiydGfuG50hD6V1vbhwaloBCUgr2uGIKt+4i9mF7wMyrgn77+vj0dT7mjXZNvF46Zn4s+s9tFJ2MJWVVDmvmuinKW0fuijJS7l1BxgIbluHIIDJaQqtR2VVcP9nyOiWkawajJciMz4DMJH8rCeXZQvKfTyTrHtvF81Nn5tVLpRBnJ6XPpyTj4xzlqXew75ebKTHYyf5nM3uzd7Jxm4mch1Iw6Ya6H0efIdwIioHBzi3dH/eZ07gT5nHdJQgEjMr5fIwcT0eHG+cpN+ZvXtfHMWl4J3e5FC5lfx1tIQevlNmZ5G2ZSdGLu8j9TYCaVz/NY3HATCcF2/I88pKK2ftKLqs39655tTJvDakDTov5VWJjWcEOPOFGwNX/kJw+orwXXOp0yCCNrWNioJmpuusvm6My0Iw0XfXxHQz4uSFdBIXQh4ZDdCorNnrY93Ihax/Kx2M0tl80tLhxK2aSbl1Bzj2Bs5MG1FdKcB+Kc5ZQEm0mdmoSGT/K4tGVDjY//VD7EAiTjXk/fnSYnj5YSH9iN+kDv/HSG5EfWO/6aj0Fc9Pf7VzxaoCaV2vzsAeoedVu4N/qUG8ebA/uYQ8AlRgTzMSG99HxAs462NXFWjLOTyvw3JrOdeNomEnIQrzJvCRC+I66GnCmOILo6+E2MjfnMfPAXkp+sY5t1e2zLkH7tU3i9FQy/m1F95pXY8DA56XBzLp6CQzDMW/cbnsgahnb/z6Xg+EWbLdmsumf07B2ZDalr9tNypFi9r2Sz2MvuDA/kEfeoq/BnU0QzAtyeObqQxS9WEju6i73MiiYEmZim7+SvNtT+wn4DXyOGo0hPd2PaUaKNq/DrZ3HmpxMkuMgaaObjf+6hc1Tt5Jz5wB3DLEzsS80Dy7oOdA9yzD9xpS5K9i9e2jLADCEx2JOMHYLgjkqy7Hcvizo8iQDb/MYHMExtm7SgGBmcB2G+12vg4pyC/ZlI308HPh6erju30Pur+OYxu/3+0e7EcOixY3ba8BoDO2HqFaXU15lxDrXGvIshKrbjYfQ1/mV1OKk/GgVxukd08WG4tQhCn5fR8o96aHXJRvk9y5EQEPpiyNs8MXDx2Ax0a8kldIn/57Sm58LPGRwPHI5KDvuxjLbhjnEG5hBFVIXw0d1424xXBi2Mh7JMS84qhrEPahXbR+WF2LGpNrgxhNuJORLrP5mBR5onUO4Lu9mCMev0TLo/d2XQN/7YPrCqO/LS/2brmJf1maUtV+hIViD/g6HsO+HcBwYTr2uR07tY9V/KGQHHDI4DjSUU/RyKbG3Z5I6Bb6S/bUfX53glRBCCCGEEEIIIYT4yhnpOeqEEEIIIYQQQgghhBg0CV4JIYQQQgghhBBCiDFLgldCCCGEEEIIIYQQYsyS4JUQQgghhBBCCCGEGLMkeCWEEEIIIYQQQgghxiwJXgkhhBBCCCGEEEKIMUuCV0IIIYQQQgghhBBizJLglRBCCCGEEEIIIYQYsyR4JYQQQgghhBBCCCHGLAleCSGEEEIIIYQQQogxS4JXQgghhBBCCCGEEGLMkuCVEEIIIYQQQgghhBizJHglhBBCCCGEEEIIIcasr3bwyqvibnCjegHclL9WQMHbVUNcztfcoPeFivNoGWUnXCPRqjFBrS6n7EMHvbbQ5aDsw3KcLaPRqq8w2a9CCCGEEEII8bUw/MGrhnKKdhRw6NRwL9hJ8c+WsOTZ8uA/cq6E3Mzl7DwK4KaqtJjiyrogP1xJYdYqtrzp6rGcoXBRkreKVb+qDPL14dARNDrqRB2OxR3dyfLMXErOhfrBOspezCX396d7vD6S297TAOvyOil/fRe52at4aNkSlixp/+/+h1axdtMuio84+116XVkhuZtK6LmFnCwhd1MhZQ2ht9h9tIiCHUWUD+KzQSy9PaD7WjnuID/hOnGxL1X+ahWr8kp6B+tCdaSAJUvWUVwT4ueGsF+FEEIIIYQQQowf+lA/4D5ewq4X9lFa6cStgmKyYrstg5X3JGPSAS1VlL5ejHVuJqlTQlu2q2wXm7fup7IBjLPmkfnwClItA3zoSAFLcop7vWxft4fMyQOv0/l2PrnPHqKqRcE4K53stRkkGQE8uKud1LV4gm5/1TvbKXixlIoaNyoKpuk20pasJCPZ1PEOD+pZJ87onsvs6/Xh0B40KiCTrf9ix9zn+5wU/2wVBccC/9W+bg+Zc/r45OvrWLUjUEAoicyncrDH99e+kdj2Kg7t2E/djRmkzzYGt66WcgpWb6REm8Kyn6zn0SvNKLr2P6nuKireKGT7plXsvX09Ty23oQDUFLPukQK6b3klG5d06Y8L1rPnxsFviftkKcWvq5gXpmOLDuGDXjeOAwVsf6UUh0sFxYhljp27H0gn1dK5TzoCuiSSvsiGsd8Ftjv9+1xyHe19yeN24jyr0u8318fvE2iUhC0mAAAgAElEQVTfNw/aAv6p7z4FScu3krOw754shBBCCCGEEOKrJbTgVVUR67ILMd67gbx1SZh04DpWTMEvclndsJ5nHuy4qR8E95ECHsstwXxXNnm3wsH/zCX/MQ/KM1mk9HdXPSeTPXsyL/67I6AQlGO7WLe1FPO9OWy9yUlhTj6Pb4olb2N/QZ7Aql5by2MvuZn3j5vIvsmMgovK3+bzeO4jOB99hqwbgwkNjAQVdwOAO7jMq34CCn0xL8xhz8IeLx4pYEmOY5QGptZR8XoxjoT0HsGrfhwvpaQWUtauwT6j+58UowXbojVknlxC7uulVCy3YQOIt5Ozxz7wso+UhroBHZyUHWoP4JR+6CT9zmB7pUr5ztVsfN9G1sbnSE1QQHVR+dpmHl9dinNLHov7DCz3EcSc0R6wGpxggpiB2Fm/J5PQeqMQQgghhBBCiK+akEILziOlVJFGxt3tgSsA0ww7Sxcl4T5QSsWgm1FFyfPFuG/JIvs+GxaLjYy1WaRyiMI3BlGjKigqpb8rwjVjGVl3J2G2pLJyeSp8UjSIIY+VlLzqIHbRGlbc0pGxozORtGgNK29UOfRGWdDDsobdJyUUVQPV+ynpI6tqJDirHIAVS9ylW+eQzJpHerxC6X9vofiYs1tNL9VdRflrWyh4D0wLU5jZ46Pu4yVsf/wh7u8cZpi5mtyXynB1qwtWScEj7X8vOBJMg9w49uaz85gJ63QTlS9uYdcnwfaiCkpfd5G0KKM9cAWgmEi6O4M0qihc0zkkMlCmnRn7v+xhz57O/3az5hbAbCI2yLULIYQQQgghhBDDKaTMK/P180jasZPCvfN49PsdmVcnSih8rRLjgoxeN/VBqy2n9BSk3HPdxaFLxutIuREOfVCOa5EFU3+fHxQHlUfA/B3bhSwrZU4KKRyiwuGGEIc8AqA3DK1JBzay5EB/bwgxg8VdTsGTRXhm2bFTQtEvCkjenIntEiSBOasdMC0l+Ay24d72UOmSyMh/ipk715H7s9XsVFTUjlQ1RVFQ1VjSHt3Kiht7bJHrEPnrt+O4OYu83amYFXAd28fmn+fyGJt45l5ryO1Xq8sofHIzRceNpK5+gqwbofSZdeSvf4jyOx9lzQ+SMfeb4hhLbAKUHHegYr6YDVnloBxIXb2brJsVLmRZ9dsaJ1XHwXhj7KCzKoUQQgghhBBCiKEIbdhgvJ3sXIVdL2zmkZdcqHTWvMom757BDxmk+jQOrKRYuy5BwXqVFd4/zWnoO3jVR00da4C3dufB0wCmyC7rDDdiBA5tXc6Sre0vJQW1AUmkfc/K/pfyKZi2hmXf6Bg2eKCAne8rpD6aPEA9ofZsl8EOygqo5hDbf76NElJZ89NMUtSZuNbnk/uYysqfryC1ryBKoCDSjH7qZbU4KT9aSVVlBadbgPoqyo47cdeqGBfODCJ4NQLbXu2gEnCcqIJQBoDqTFgSTEAy2bu7DFfrGAJptQZY1skKytQkMu9NvRBQMs1YTMb8QjYeqcR5rzXoFrje307uswdxuMA46w6yn1pKcsf3lLJyK3k37iL/6c2s+i2YZqeT9WhGH4FIC2n3JLN3awHbkq2svMmM0lDOricLqYqzk5kcwi+16jAHqxVS5wT3SwisPeusV5Csv34lhBBCCCGEEEJ0CLlgu3F6Gis2pLFiOFvhBRUFg67H61qFXoWaLgRXutbD6SOrpWP2suKcJVwIbw0c1eooCO2kYMlGHEFugmXRenKid7Hrv9fy910Ltmc/RUbypat3pVaVU/KbXex8wwHTF7P+nzM6Cn2nsibHSMGmzeQ/cpCi25ax9Ltp2Cw9Ahmh1rxSnJQ9X0JdsgUjEDsnnaXmIra84ibdUsG6Jeu6FzQPYv8PleuvZe3f26GDlC5PJiW8xxsC9qFBmjqTZKWYvS8dIvnhi5lXhW+CaWHwgStoD0gtfTiN2NlJWHq2GTDPXUpOwVLUqkrKXUas/XQr063ZPKHbTsHzq7n/yc6C7Xez/v8sxhZg2YGplL++jypUqrr+hmb095keutSkK392CRsdwx2wuhgYk0LuQgghhBBCCPHVFHLw6gKvirvJA/VVVFY7cVaWc/iIm5QHBhEKiI3FzCGcLqBLAMpVWwUJ13WvtTOIguLtM+X1HCJlJnEGFHfNzunI2EmymAFniBthxDp/Bevn9xfWM2JJsWM3Xdyi8meXsLHf4XK99X2T7ubwy7kUnrSRvnYrGXN7vCcumczc50j/aC8FLxaS+7KJZ36cEtQsc33S2Via3+X78DopWl8OMzKxz7ezdH56xx96D1Eb3m3vXH8lRXvKMd6cStIHhyj87d2k3N1jysoefah3O3rMGNiha/bQhdkXTalkbfSw64WdrL4/vz0bMdqCbVE2T9wTYraS0YJt7sBvUyxJJA80CydguWUF62/prz/GkvyDbLKxBKxnpR7dSf4Bd7d93h6AGnjdfVLduBvc7TXg6quodJmGWJB9hIeTCiGEEEIIIYQYdUEHr1wH1vHQsz2nrlcwJcRiwExSsgXzjanYYlyUhNqKy5NIVtwcPlLF0hkdd+XeKsrL3ChzkgjiPn0QzFivNsKb5VR6k0nSdWbsJJM+xOygyl+tIr96MTmr0y4Od/ykkFVPV7F4wxoyuxQxtz24hz0PDm19FxlJ+fFuUvp7i07BPDeD7LkZw7XSLtyU71jHrmMWMrYMnF0zvNveuf7NFNUmkflAFrapDla/9DgFM/LInNN3iG6o7TBON6McdV1IElQbqijbm8tDe7u+a4BAVh/DX/uVkEFe/uI+fx/d+6GLkrx17EvIYut9SVwIJlrXs+fBAN9UdTG5m4pxz8oka8Hgspmcv13Lque7RroUTAklbPlZCXQcM4xxKSRNG9TihRBCCCGEEEJ8TQQdvDItyGHPgov/dr6+jlU7rGTl9xh2VRPiDTiAzkb6A0mUvLCNfd/IZvE0cPx6G3urk1j2TyHmZbS4cTc4cZx0Yx7gnjvJnkHSawVs3mYl2+6k4NlylFvXkBId+iZ05XY5cZ5x4+n6YrMLZ7UTd89hkAC4cHzowG2xYUsYQ2Wxu2bXVZbjvmoxqX2+10XptsfY8jakrMpmcdAF74dr29049uaSe8BN0vKs9kyc72eT+efVFGxai/qP61lxywCL8DopP1BM0dulVJ68+F0pJjOJ01NIW2jHPidQp7KRuWcPmX0tt6aYdY8c7H/dXYbXddX5OxvM8EaP24nzrNrRDz2oZ504oz0DfArcx/eRu74Qh8lO9lo75p7DeYNkvnMTe+4M4o1HSoNanup24/G5cZ6swmW0kjy4ZgkhhBBCCCGEGGcGP2xwmJkXZpNDAfmPL6ewBRRLKss2ZmJPCObTXQpCK0bMcUYwWlh813X9fyzezqPZTjZv3cbat8F8cyY5y1OGNquau5SDhwC1jHJXOmkmAJXSdw62/7/MSXqvYW+nKdmUi2Ms1OzpVrBdwRgfi1EH5unJJJvdAT/iPl7M9l/spNQVS9rqHFbcHMrckMOz7a43trD2JQfWRRvI7lyOzox9bQ5sy2VncRmLb+on3NFSTsHqjZRoU1j2k/VkTTNj7OgIqruKijcKyc9ZzcEH88gZZCbSqDhWwKolXQZrdmYVtjioOAZQhZOLM26qx3ax9mdFeG5cwROr07AMMnDVTUfB+z6H9xmMmBNiUbQ9/1DcbfimEm0m1gjEJZGcasImQwWFEEIIIYQQ4mvh0gSvju1i+c8Oszgvj/Q+xwAasS7MIm9hVmjL7iNjBYCa4gGHMJqS24tgDwtvFUWb8jkUY8MWWU7BL4qxbbBjPLqTgreNpNxs5vAL+RTNyelnPwxee5ZOz6GdA7hQ/ynIWf+O9Pi3u5zCzQUcNqWT/fOLs+NdaqZvZ5GXpGCZ0mN4oNGK/dFnOrarnzpmlaUU10Lq2jXYexQkV4wWbIsySH+rlF1vleFc0HNIZDkFSzbSf85hEvOC3pphdGFGv+41x5xvFHFIUVCO7aXoaBqZs9sjdcqMxWQ/Yccy7RIG6GZlsDW/+0vmhTnsWTjA53r2RQAcFK5cS9H0LJ55NHVo9dyEEEIIIYQQQowJlyR45T5zGnfCPK4bmeJVY4L76C42birCYUwha8MaUilm3ZoCVj+6n1inE8PCbFYsT6T8ycfY8tgqyhevIOtu27DeXAd1wz/cjDYy83eTqYzycEedCUvQQxUDSErBHldMyX9voThmKWlXmlE6so46M6+KTikkPZjcZy2v8THbnYrznXzWPe8gaXkOd5/YSO6mXMwb1pA+3QgYsUwbzyEfA8ZoBXRjaPitEEIIIYQQQoghuSTBK0dlOZbbl41Q4fV+hFtIWWgnNtBUagNKJG1tNm5LcB82mpNIuW89axbYOmoE2cnJt1D0QhGuB7JZ2jHzX8qPn2Hrh/soM1p7Ba4qd6xiyY7+1jJGZ1YbhsDVqG97uI3MrVtJObCPfb/cSGFtl5pX0WYSk1K4e11eHzWv2g24DReyoC6hnsMGz21j3QE3iQ/ksGahFaN3E1ktG9n2r7tIzF9B8gBxq9gkO3azZRBB18puszUGNIiZRHuzkP7EbtIHfqMQQgghhBBCiHFC4/f7/cO6xBYn5UerME5PxmoCqGJf1maUtf0NGQyO6nbj0Rkxhg/q0ziPllNltJI8LZSaTFwoXG6INF7IxvnacjkoO+7GMtuGOaTvwU35a4WUmu4g89bRSsEbQh8YLaobd0tHNtFwLVLtHW8M9NpAXCfKcLgt2Gabh1YnbrBOHaLg93Wk3JOObYiTLAghhBBCCCGEGLuGP3glhBBCCCGEEEIIIcQw6TW/lxBCCCGEEEIIIYQQY4UEr4QQQgghhBBCCCHEmCXBKyGEEEIIIYQQQggxZknwSgghhBBCCCGEEEKMWRK8EkIIIYQQQgghhBBjlgSvhBBCCCGEEEIIIcSYJcErIYQQQgghhBBCCDFmSfBKCCGEEEIIIYQQQoxZErwSQgghhBBCCCGEEGOWBK+EEEIIIYQQQgghxJglwSshhBBCCCGEEEIIMWZJ8EoIIYQQQgghhBBCjFkSvBJCCCGEEEIIIYQQY5YEr4QQQgghhBBCCCHEmCXBKyGEEEIIIYQQQggxZknwSgghhBBCCCGEEEKMWRK8EkIIIYQQQgghhBBjlgSvhBBCCCGEEEIIIcSYJcErIYQQQgghhBBCCDFmSfBKCCGEEEIIIYQQQoxZErwSQgghhBBCCCGEEGOWBK+EEEIIIYQQQgghxJglwSshhBBCCCGEEEIIMWZJ8EoIIYQQQgghhBBCjFn60W6AEEKMVaqqoqrqaDdDCBEiv9+PoigYDIbRbooQQgghhBgGErwSQogAznzxBc/v+G/izebRbooQIkQajYYvq6tZct99TJ9+1Wg3RwghhBBCDJEEr4QQIoCamhqusFq57wf3S/aVEOOMoii8+utX+LK6WoJXQgghhBBfARK8EkKIALRaLZEREUD7jbAQYnyJiIhAp9ONdjOEEEIIIcQwkILtQgjRB7/fP9pNEEIMkvx+hRBCCCG+OkYs86q1tRWX6xygGalVCCFGih9MsbGEhYWNdkuEEEIIIYQQQnzNjVjw6vkd/43b7cZkMuHz+UZqNUKIYabVaqmrqyMqKoqHVqwc7eYIIYQQQgghhPiaG5HgldfrxWAw8Hf3ZhAbGzsSqxBCjKC6ujpe2fv/RrsZQgghhBBCCCHEyNS80mg0aDQaQOpNCDEe+X2+jt+wEEIIIYQQQggxumS2QSGEGIS3/vAmnx47Nm7qgmk0GlpaWnC7G5k0KX5cDOfWarV8+WU1EyfGjYtZ47RaLeddLjRaDTExE8bFPtZoNHg8HurPu4g3XzYu2gzgbWtjUnw8d6YvGu2mCCGEEEKIS0CCV0IIMQgN9fXExk1k/vw0mpubR7s5A9Lr9Rw7doyyDz7gju98h5aWltFu0oDCw8N5eusvWfidO5kQG4t/jAdWIiIjKX79d+h0Om67/W/HxT7W6XRUnznDgf37WXDHHXg8ntFuUlD0ej2FL+6mob6e6JiY0W6OEEIIIYQYYRK8EkKIQYiMjCRG0RMbO5HxUtqvsbGRU+Z4Jk6MG+2mBC0uLo7Jl1uYMGHCaDclKOb4y9Ar+nG1jwHizfFMmhQ/2s0IicEQhtfrHe1mCCGEEEKIS2BEal4JIcRXnd/vB8ZXXTC/39/R7vHDDzDO2jxeht515fONr30MoNFqQGrzCSGEEEJ8LYxK5pXf78fn8427C3ydTjeunvJ2Fs4fT/t5vO1jaG+zz+cbV0EBjUaDXi+Jl0IIIYQQQgghxr5RuXutOn2aF3Y+x8S4SaOx+kHRarUc//QYlsQphIWFjflAhU6no8bpxOPxYElMHPMBIY1Gg6qqnDr1OVbr9NFuTtB0Oh2ffXac+HgzRqNxzPcLaN/X9fX1LPre95mRlDTazRFiTGlTVZr++kf8zefx6wxEXfNN9JFRo90sIYQQQgghvtZGJXgVO3Ei0TEx/MPDK1BVdTSaEJLOLJWnn/oli+/+O+Ljzfh8YzsYZDAYePuttzhXe5bvL757zBfh1Wq11J8/z692v8APl/8IrVY7LgJBBoOBgv96hlu//W2mT7+Ktra20W7SgAwGA4cOvs3nJxwSvBoH1Kq/0HT8LaJv/CHa8OigPuP3+TlWXkazu4Frb0xFO0oz9fn9fopePMi0pMuZc8NVo9KGUH3+9E9p/uNWIsLA5wXX9Q8zddXTaHUyyl4IIYQQQojRMirBK01HjQqNRoPBYBiNJgxKeFg4BoMBvV4HjP1p28PCDISFhwOMi/1sMLS312AwXOgj40FYWBhhhjC0Wu242M/QPlNX2xjPxhPttCYLrV8epmXfQSJnf59wyw3oohPQhgXOBvry9ElKXn6aT/78JjU1Ldz/Dz/hlu8tv6Rtbm1qYt+ON6k6dY7qqlo+fOdjTBOjmDo94ZK2I2ReFX9dOWpcEnq1Hp/Xx9k/f0CCq4bwuMtGu3VCCCGEEEJ8bUnRmxD4GfuZQD2Nh+yl7sZbezuNv3Zrxlmx8XHN78fT2orP60Wj6TuDR6/o0SlKt9d0xolMtP9fXG9txn3sN7SceBfwEW67A4NpBloMKBOtoNHwyUelvFqwjsbGOvS6CKZP0uH9cAfuOddgtKaM8Ea28zY3ove10VZXzcnP6pgxeyoJiXHEToq5JOsPhs/v59RfP6apsZmEq64idqKp/Q8aDf6J8fgnxOGv/YKzp3zEf/O7ErgSQgghhBBilEnwSgghhpnf70dtaaG5ofFCANnT3EyY0YjeYKCvYKff50Oj06HValFbW2ltbiHcGIk+xkLcdzbha21Eq0TQUFpAw8EnIToWbdgEIszXM+H6ZdTW1HDKUYPGYGRmvBb7dJUzNfWcOlzMLGsK9BM4G/I2e7201n4BPi96g46b77wJ49Sz3HHXDYQZQBcWOWLrDpa3TeX4oQO8+/rv+fCdUmZcFc4d359P7KJs0OoBDROutRFx1kGL8zwar47L5n2HyuOnaTh3nrBwA22e9qHufr8Pv89PTGwM02dMlWCwEEIIIYQQI+grH7zyt7Wi0YeNdjMGxefz06a2YQhTBn7zGODzenF99BbqyTLwgyHRRuyN9tFulhCXVP3ZczTU1mIID8NomoASHoFO0XXM/hl88EgJC0On09MZE9HoDOgiJwIQ882VKLFJNFW8TtvZEzSeeJaWT0u4ypjAD+9K4Z3y86jnTqFo2pg2qYnwaPdIbGo3Xnc9LVWfYjDFozdfwxURsSTE+1HPHKG5pRm9EoZx0mS+aIig8XwzBoOOqVdNHvTxzdvkoq32GH5vM1qDCcPka2GA4cZfnDzNv6/bSHOzh0RLFH97sxFq/4LacBplwjTQ6ohOvJ7GL/4Ck+OJba5j6y//H5VnvCQlRRAeEc4H756hSW3EoBigzUebr42f/CyTtAW3BNVuX3MNWn8LaPV4az/F21yLYp4N+kh8Pi26qMmD2h+Xkh8kVCeEEEIIIS6pr3Twyu9tw/XmFgwJ12C89vvBfcYPx478iU8+KuXalPlYZ80e4Vb21qZ6aW5q4ejhz/j48Gfc/aPbmBA79me7qnnjV1TtWEmUvpEwA9T6ovGxj7gbbx/tpgkx4prO1+P60kmYMZK4KRbCIiKGXLtNq++jtp5WR8TsBUTMXoD3fDWtx9+h6ZPXUSveYPqcFBItE3H+6RRhxjDCrrqLyJnp7Z/z+4Jab6OnjU/PuvnLly5crSpajYY2nx+/vz0+lBQXRUJUBNaJkZjCFfwtzdTvfIrIb9+BxjQJt/METX99H19DHYRHoo2Nx1N7hnf+8CmfnQtjStJlRBjD+PiIgxtSZzN5Sugzz7o/+TXuY/sJm2xDq4ui8VgR3rZ68PowTLiSiCtvwxDffUKChClTiJ9zMx8efJt/uMaHKQIa27Q0HTnIhHnTUNt8NEV9gxrTdzG1vEyksZrq4zWk2edy+0Izr+39jJbWFpSwcPRoMEQZuP2787juhmv7bauvxYWm/hjnqj/jrPM0Hx45jt/nBXwofi8NahFGYyTf/MYVxMVbCJt4FdqJ16A1GEPeLyPp6PGTFBT9ntlhp0iy3UrqvPkSxBJCCCGEEJfEVzp4pdHpCZtyHa63cnF/+lsiZy4kLHYG+kkz0Cjhvd7vqq3hD6/tpPy9l3HWNPLX9/aTtfFJIszTL2m7Sw/8kZLij2ltUTlf10jspBju+uH8S9qGwdD7GtBePpXWNj8+tYXaL5uIclYTN9oNE2KEuc/XU/P558QmJDDBHM+FKE/n391NqG43nsYGoqKjMMRMQKvVolWGnlWpm5BAxHV3o2pdeE6/S+vxCvzG67nMPIWIOd9kws1ZIS3v7RNnedPhpLbJA5r2wXB+v4bLo8OYGGmgsraRY7XtmVyTIg1YEyby7U8Poj34Gk2RzUSlptPyaTnasAg0MbH4XXXow89z/IzK8XOR3HKnDUO4Hq1GS63zPB8c+pj0jFtDTuWJuvoujLPS0UW2H2HaGqppOvY6TZ+V0HiugubjxRivvY9wyw3ttax8XgyRJh786Y+ZdkUCZs0b6PweYqImExE7GxXY9Z8v88EfP8Hj+pJHrm9ikl5DdEwEJ0+eZ29hLYmGL7n/Bif1LTomzvgbbrh7BVOnmPtso9/Xht95mLOO9zj4/ieUH6kkwuvG23CObyWqnG7w885phWsneXn/fATvvR1DbMJlfO+2a7hm1l/RXXEHemPfy7+Uzp6t4V+eexmltpwKcwzPfVTC0+apXDvz0p4fhRBCCCHE19OYD175/X48zc20eTpupPrIZNBoNBgiItDp9Rc+p9FoiJx1B2g0NJ86hKf6z7T85XX88XFEXpOOXmdCb5iIbsJkmhrdPP/vq6g5U4HeEMWUuDhmh1dR/YdfYv27LaAZ+dkFfa3NaLytWOIVGs6e4zLrFObOs3HjrVeP+LpDcariExrOnMEXZWJW8t+g75hCXhtpQJ18FUa9iqvyPMrUy5h863dGubVCjByNtr3v13x+kphJk5hgjkc9dx5fYxNhU9uHfzW3evjd795gis7LpKgw3FoNurAIdDo/UeFn0Orb0CgRoNMTPvkG9NGWbutoa2rC39aGVlHQhoXhbWpq/4MfdJER+L1w7v3f4Tn6GoTPwhc+E/+Eqei1PoxX3xX0tnh9fooqzvCHEzUAhHVkffn8fmLDDWRcm4glJoJT55t44c+ncLWq1HtUSk+dY/o7JSQmW2mbasVQfRLthIlojNHtbZwQS2OTypFTbu77hwX48VFXV4+7qYmYWCNqcxunT3xJojW0oujaiAnd/q2PTiAm+e8xzvwe3oYzNB//Pe6K12g89iqaaBPasGi0bV4mmNL4wXeupvHdIsKvuIeYb/8v1DYtW3N3cvjtPxMREUGjz8gfPo3kpolhfH62jfOnHdx/XTW336THf7kff1sjE9Lmo+8jcNV5nvKeLuHdt4p59tWP+PLUFyy9xssd05qJidDQ3KZlzmVQ1aznqnhYntzAKVcD//zWWTZWfMGyxQ3Yb2nGb70TJSYxpH0zEk78aT8T9K3ckODFHenGHdVCW5Mr4Hv9fj/NHi+RYWP+EkMIIYQQQowTY+7K0uf14mluxtPSSmtzM4awMNTWVvSKQniUkT4fz2s0Fwrm+n1+murr0eq0hEdFETnTTuTM9tpLbee/oO532Zw/vRF/eCT6CDMTrr4bb/RVeFr0NDTEoOjguzYvEV4Nn318jCn1n6OfcOWIbndL9Qn8Ph9+r0riNTNZmOHn6uuuJGFyBGgM7cN9RrDYcjAcR8v5YO8uSkveQ6M0sfBbMVgn/gv6K28GwGCZxpRZk1ArKtA2nSTMZufTL93U/OlTNHodik6L3+fD1xFY9Pv9TJl2OVOvuHxQ7fF729BodQPWuRFiRHm9AETHxeFX22g75yKsS5+OCDNwh/3bVJ/6gommaMLDDLTUN9BaV4N6tgKfp5q2Vid+j4dG5RXCJl0NWgPQht8fQ3PNZfhaVXTh4SgxMbSePdu+YL8fw8SJ+FpbaP3yHNqwu/Eb9USmRtPaokF1xKKPCj4g9PLRKg5+Xku4vvtDAr8fosP0OFxNNHqhoqaR821+VPSgKFxx9iThrdWoV/0NsRMux1dXgyZ+8oX9ojfo+MvH9eijY6lvbCAyIpzLJ8cD4G5q5uRfv6S66lzIwauANBp0xonojBMxXHYN0c0uPOeO0Xj8ddoaT2NIiOPD3/8GvaeJa6Ya8LQ00OCs4b239vPRwfdo9kbQ1Hgenx9qlMvxJ0DWzCYMba3E6Q2cb4liYtKtGCbPQj/l5n7aoYfGCj7601s8/p9v86PpZ5l6k553zihsKYthoVUl2eyhzQ8pCV4OVil8w6zS6FX45hV6bkv8klff/gNqq8qi9MvQR18+YL00v68NX2s9OrUW3/kTvY6LntZWMFpQJlyBLsJEqKluZxpVjNsYCvgAACAASURBVNUfYYlt5shZE3EGP+uLKgn7YxMTIw0sS7mC1FkJF97f5vPR2KJyvtnDpOjwC8FQIYQQQgghBmPsBK/80FRfz/mas6CBmLiJTEy4rNe08cHQaDUYTRMC/k0/4XLi7nqKpo9eQa2tpPX0u9Se/D+Ema7gB/NMHD93DQffO4HaWktCjId4C/gCTwzWL6/fj6ftYn2ZzkUoWg2KrvtNiK+hHn9rM63nviRm9k2g03HTDTF4zlfg/KgBrd5ARFgY55jMiVONhEcoxMXHYJ1hQaMNPXDjV5tpPv42auNJtPpoDAnXojPGgh+0ShTaiMBT2v/6xULee+1VJpnjyFiQQGKMH3f1YYwdwauIxBtoO3YAzaTzJExv5H/+XM6rr/4HU8wKs+eaeP/tc1TX1KLRQphWj+v8eW5I/QY5ef+EXjfQjY0PPOeh4RSqX4uvpR61rgJdpJmI2Gnt9WOiLgfDxAvZMGON1+vl8y/ruCw2CmNE72GrYhzzt88+h1+DxqD0Gg4YHRNN9OyZF/4dOWkSfv80NJob8ftUWr88QsMHz9N6/G1aK/6Av7kOjcYLUbdBfAYafKgtLajnznUJYvhpbmrGZzCgMUbg0Sq0hRnwnvSiQWGCNQX0hqCaX1nbwB9PnyNMHyC7Va/wWZOPE5+eZYq3Hr2/jSu1OrQ6aGjT43XV8NI5LQ/HX42muREijNAxatKgaGhs9HDsRCvf+NsEGpvduOrr0Wq0REcZ8Xvh1PE6rpkzAkPPNBq0kbGER95I+OVzaT35Lo2OX+M4HsvkCRAeG83xj/7MqT/8nFu+fZ6EDB0ulxstKkpYGFck6DD4oyg/pVL8Fz2fnZvED5d/n9tvHqCGn1YLHhe1FRXk7jjEMus5/m62l2bVzxyzyqkGhX2VCqfqtXxvRguz4lTe/UJHo0fHX2t1zI7zMS0WHoo8x7bSUj658jKujU1CF3dNHyv04nceptV1AueZk5T9tQqv19P+Pfo1+IE2v4/Z0yZxRUIl/moDGC9Ha5qFIW4GGm1wlwG33Xgd1/n/hObTj6io9vF77VUcqGsgzFnFvNlX8GpZFd+cYUar06LRaIiJaO97zvoWDlY4mTU5hsSJY6uGlxBCCCGEGD/GRPDK09zC2dNV6PV64iyXo4SHDbnQcX+04VFE3bQU/D7aaj+n9fP3aSj9L/RNZ7k2aTaJ3nC0bi2RM9IwXDkPg8ka9LIbW9sod9ZzrLaB0+eb0XQUOvb5/aCBaIOeK2OjSIgK4+r4aGLCFRoP7KPti5NEPfAQzee+oNlxlLYvT6Lx+tDEJ6DTwZE/N/LhCQeTkyxMSojhbEUdn1V+wfzvXI9OF1qwRq2vovHT36KYEkFRaar8LZ76z/F7G9FqwglLmEvU7HvQGSd2+1zqnXfyu/1vcUO8n6uMDbTFJtJWWYF/bjN+QwQnTp7jjGYhcf5XiI+ooLW5iVlXJ5Dxg0Rc9a0ceuMUEWFa9DoDWr2Wxd/9Dnfda+83cOVtdqFrqOTL0xWcPP0F5R9/yvlz54jUemluUdFr/XzeHM68v5lK0nQLV06bht90Ncqk2SPah0J17nw9G57dS/j5v2CdGMO30jOZPX3KaDdLDJXfDzodOkXPeWcN8VOnoDEYaCj7mMiZVnSREX1+tLN/arQK4ZPnYrDPpK25Fl9THU2f/Ab1ZCneBh8ebz0YJoBfgy8iAsLCQatF42nFp9XhNRjw+Xz4NRrCw8OIiU4gyjoFgyk6yE3w8wfHWXx+P/oegV+vzsCEhhqSP36Ty+IimTZrCuG+tvZgvF5PfVk5v3uvDN3V12KeZKbFeQbaWlEmTKC52cdxRxPvf1BH7NTLmRgfhc/nQ6fToVd01NU38odXjxBX8xcu++hjfFOz0EaMUHBDqyNs2jzKDv6V08fPoDHHUe08z9FPTBgivShRV2CddBk6fLQ1NPLan5rZ+XY1zXUeTjYYudxi4e8y5jNp8sAzAep0esLOf8KvyxxEnP+Cxd/0cr5Fh78j0ykxWuUfk9v45eEI3vg8DLu1hVkT/Xxer0Ov9eMDPF4NWr3C4ik1HCo9wqw5NwUOXtUfx/Hhb3jr7VLeKz9DeFsruvparo8DL6Bo4FSTlkPVfszmWBoNRm76xhXM+5tqZkw+hrf2SiKm3Y4miGHxruhreFe9gW/PjsVX7+SA81qINOJpUzlbc5YTXiNvVzr59tUJ3T53pTkanVbDc4eO8/ep0yWAJYQQQgghBmXUg1dtHg9fnjhBWEQE5iumgt+P3+uDjiEGrvoG2txu3GedRIUZCI+NQx8eiRIR3vdMXMHSaNFPstLi+QwUP75zX9BcMYUI/ZUoV17GhNs2oDMGX278WG0je/5ymrPNHrx+PzqNpqNejMLcy2Nx1DVxwuXms7pm9FqIMUZwk8bFnP95hdZYDeqn76FtUvG1NqO9bAo0N6JpbaJRE8HHVWHMvuVq4i1R+Lx+4hK0HD9ymhOVVUy/OrQgiGHilcQv/AUaXcfX7/PhOfcpjX8upK21Fnflr2k58wHRVy9GHzcdNH7wtHJd8jVsfPLf4S+/Quf7EGXCJCKn3IomLILfvvIGe3f+D/+fvfMOk+Mq8/VbqatzmJ6cpVEY5ZydZcvY2DiAE8Esi2ENXHa5LJvYnPFeYDF4ScsSDNhgg5xwkINsy5KVs2Y00uQ80zPTPZ27K94/WpY0smRJxiyp3+fxY033qapzTlVX9/nV9/2+eFrj8upBPjzXRFQk4pN5vv2tQ1y/3OCedaOkExpKMETTe/6S6c1v7eVlRtvID2zludcOcWhfK9VCFD2TYXW5RkjVebxfpcJtMxc49mo7Tz3jYva8mXzw3Z2EMqPINZcgyupFzc2vBpOHn9vMYOcBVlZmeLTTy/AzL/DPn/7DX3fHivyS2HYhprK0tobRnl6cXi++ylIkj4tczyByOISjLHRB0YCiw4vD4YVAA87KRZi5GFZmhETnENFBDdHlArcLO5cDXQevF1sQEDIZfGVhQnNm4fC4kZwXF9XXF8/SPpFCPiOK05AclMZHuHXz1ykf7yLr8JIpuR2psgw7nyNng9xznMl8jpWLZoNlgtuLIzZMZ+ckW3ZMEkvZzFxUx8I107FPxJ/KisRQb4zDr3fQNLmLtcEW4tuTWKEa/Bvuvqi+Xyz9Rz1IeRFPYxWvb3XS1ZLj8j9chO+Sm3nj69AG2p77Gh3d4yxduY5P3X4VTTPqGB+Pkczmz3uMsqCLSPcQz712lE8ssrBsTgpXAJopoog2d8/TeLDFweJymSqvSUqbeo3opkC5TyR+rJPDhw6wou4SkE8IknqKfP+rbHzyWZ58chslZoZ318H0MnA3iJweLLwCuG2mQDwXpSse4/UtA3x5q5/pC2dxx5UpZtspTO+l501L3HS4l/9oDXF7MMhD8QZwesE2CLkc9MYyuBWB+589xPSwm/ryQvTuUCxNy2CcPT0TVPiduBxn/8mRN0wyeROnIuFyFNMLixQpUqRIkSJFiryZX7t4NdY/gChKlNbXYRsm2a5+nI01CCeEqZ7eQTp272V+dRjboZDo7wVBwSUOolrt4PKDIOIonYWrcT2ifCrSwcxkMJIpEASUUBAzk8XK5QAQHApKMETi0BFSu55ASHuwgzchNMzHyh7CPfv6ixKudvRHefzoEFnDRJFEZARsGxyiwNr6MBtmVKCbFs8eH+Wl7giSKBLVbPrbDjM/ZGCvvQJbs0AAsayqENHhVJElgR0vjzJv7XJWXjqbkeEJEqkU2Vyemhll9PdGLlq8QhARTo/WEgvzV7L+77D1HNpIK5mOZ0kefRTTSiL6SwseVWYp9a41qBXjWIlyytbfB7KTZ37xOg99+xncThcBj8yusXKWDXYzlFToHRvmmlmjLFczKNO8WMk07vlX4j6ncCWAIGBFW+nZs5Ev/GAb3cd7mBe2uH6uwYIZBrolABIbmgSe6nTwJ0szuOVJftKa46GX9jA0NME9d+SYbmZRp99wcXPzKyDa385gy+ssr/VTZfSxIazhsIIYhoVmWiiSgHKaEJvVDAQBVFku2nn9luDy+6iaMZ3xgUFMXSdYUY7c3EQ+MoE2FkNyO8EwkXyek/e2t0QQkFwlSK4SwuG56LsPkIgnkWIxlES8kArmdGEBoWn1lC9b/La930zrjfTmU9tbgogrn+a6bT8gHOsn6/QjGAbmrh3o115LYPp8jMgoMc3AW1bGrIoSdMNEtk169DBPvxRh/S2XMmdRPYlUkng8hWEYOJwKna0jtG47xlVlHUwzW7GQEVQPWvse7CvvRFAuLNXxosc51kaFqwP1XZVMX+Pj1f+K07h6BmvvvpHTvwpNw0DGYMWyWTQ2VtB+tJu9Ow8TqCjhjve/+7zHcTsV0ppFWMjQHDbQrTeLQoYFdT6NdzcJvDaocGNTjp8fdyGL4HWcSjdXZJG5viQT0SSIJyQpPUm05TH+9ZuPEW09xj3TLZpCIroloFmQNc82eFBkifmlsKTcZjybYPPxfTwan2DRkkkWL7aAt86Pn0xmGM/q/NNEXSGkyzYRBJHLppdjGhZHh2P0mhkO9kUZTetsOz5KVjcJuR1cO7+GpY0l59y3JIrIksVwIkN7JEl10MO0sAdv0fC9SJEiRYoUKVKkyAl+7b8MLd3A5fchiiK5niEclaWI6qnFy+IFzTTUVGJoGgGfB8swSI1FkdI6dqwHI9GPPtlNpuUXJHc9hOgOUzBvEtGzizESKohmQbzKZrFyhSfnokNB9nrRxicQ5DXY/stwzHGgzHQQ37Ecwd18wWPYPRjj4cP9SIKA44wUPlEUmcgZPNMxhm7BzuE4tihjCCKKKFAx1MJwSZhp1XOxY1HwBArClW0jSwKR0SzDMZHmsEJ39yBej5vaqgoM02Sgb5SjXX3vyHl4A0FxotYtRa1biqVlyPZuIdP7Msg5knqOrd97lKs3aMiCxtDuzcRtjUObnsPlkNDNHIZpEvDZaLWzuGO+yS3OLOaYQEfEQ/OqywlceTVySeO5jy9KWJkIic7N/NU3XmGx3ck/32BzeMzBxg4nL/bZvH9OnqDTpNFv4FVkDo45WFCqk7Ik/uNKg3y+hZ88qnHXHTIzQ7ORQjPPO247PQxGEm28DUvPnhACbCRRKJjMCypSyRxEdzmy+9yLsLORsVWC2T5q8xqppEpSNOlJxlh13/PMKPcxK+zh725cgKKcLmoIDE+m0U2b+lLvRVorF/l1oLrdlDfUEx8dY3I0gjcYRK0sLRRiyGtoE5NoI+MopSHkoA9BufDbb6CumtTIPsxMFkEtRFbZpkmwvoaypQvf8aIFpqQw5/g2akfa0JTCAwFbklCHe/BXN+NuWozh6OS4YdMpOlEUBVHPMtwxyrN7Jd5z9wYWryz4WJWU+slm8mSzOSIjUQ5t72bDzAQzRw+Qt6VC9JikoI90YQx3odRf+L33QrFti+j2/2bOlbMZE+ZhZY7jqwtwzaevw+mZGp25Y88hDh3rwCeptB7tRDcNsqbOX/zNvRd0rNpShRcn0szw5fEokLdOnRtRtHFKNklNZMeQyt6IzK5hEdN0sW1A5LrpJr0JkdVV0BZV6JqUODBisnp2HFIj6PoQqd4t3P+D53H1HOdzCywcikjamNoHRQRZsNFMEAUbURQwLAFBsNEsAVUWWVFh0xrt4asPT/DFqiCC/dYpkbNrgmiGCbZBjcuNKAr0p/PEDZFkIosmitT63ezqniTXFuHmFQ3MrQsRdDnOe3nKooDPqeBzKtSFPBwbTdIzkcavSmR1i9mVZ/dhLFKkSJEiRYoUKfL7w69dvAIwdR0A0efG0vQ3vR8qCU752xkIANOAa7H0DNmuzaT3PoyRGiPftQ20JAgehKoGBLUWsNGjMQRBKKTv2Da2ppNNpsDnxwZMWUGLgnJYx13RjFp1YQbCecNiS0+h+pd0RtqNLYnkkNjfN0q5pFNppVggiUiygGbYxMbyvDgc5bLpC2kGcpYNTheCbaIoIqZls//gJKV1VYgyJFIp4skksiTj8bg4vLuPoPtXdwpFhxvPzHfhmX4NuaM/4MBzR5gYr8IwMjgUixe//RiXXpfjDzdoROIqejqNJDsIhZxIlkD3oM2mHWlax8pYuHQRqy69B/mtok4EAdu2sCJ7+fKPXqM608unLrOwbJFV1RqrazR2Dak8sN/JB+fmaS7RWVxuEcmIRHMSpiXSEDAQBYmMdpznXw7T2Dgd0d+AIJ0tmsOC2FGiffsYGejh4LFBErEEDktHUJ0IDgdjSY0Sv5tV86sp8bYSCpWgu2uRShfgCJ5bhDud2to6/ui2DRhHHqO3bYRNkfns0EsYio6CJJHUbHa2j3LJ3EKFujdSa0IelaPDCbrGRljdVFZMp/ktQFFVSutrMTQdLZcjGYvhDQVRXE6cjTWFe49hYpsmgixjGwaWaSE5HVi5PHo8hVpe8iYxylVZTtWyxUwcPEjOFMAEWc8RmDO7UHHzl+mzJCILAppt8Ub0lWDbVI93TUl3AxAUFTVUhpVLkR7toUaymaXKpBAoswz2dlpUzainrilMIp7G7XYiKxIut4rLrdJxdIRad4IZdJLL2XC62P9OVVO1Qc/lsC0Th6fgr9S5rw2xt5VI3zQqr2pky2MtrLzrSqqayqds2t7Vy/3ffohxK0vcyiO6BSxRRHX6Wbj4wkQ1WRJpH5jEn04iSQJYBQFJlWwiGZmXIwqHIiJuxaa5xCSlCUwLmkwLGHgU2NSjkMhLNAUNZoYMommBVw4OcNPgbgQ9zhe+9yq5llY+s9AmZ4loJyKtBAqilWFadE4KdCWhK+/C0E0WBw3mltj0pkUiGQHDFqhw2TR4dBY2luBwyCdTYM+FaUFON3lPcyVhn4v2iQwJycHQwb1I4Uo8Xh9XzapkV/8Er7QPU+lzsG72xVeQVCSRGWVeTMsintUZmUjTF0tzzZzz+40VKVKkSJEiRYoU+d3l1y5e+UrDRIeG8aUzOEtLyBztwJxM4pxeNzW17RyIihvP7BtwTbsM2zLRRg6ROb4Ja6yLfGYMQ6gGUcJWVfB4sUQR0bZB17EcDizDAFlGUVX8pWE8NdWopUGE81a/K7BnMEZ/PPOmiCtTVHBqaVYceYH6aC/B1SsoD7sxDQtBkshMRhl49im6hRBLZs/EEGRsLYecT2EoLlra4hxtS5KwnKy7vBrLtBBFEUkWsW3Y8vxRxnfv4tbGTnK7dZwrrn9b839BSBIZ/+Uc2NaBbYQ41lqKIgUYHvDjVHXUiuk0Vtk4HU5e2xPhvzd2E4uaJHIe/GVV3HX7JVTVlKJr+nnEKxG/mOD40f3s3NvOF1YZgIBuCSdSBWF1dQ63ovJwm8r/WWIzM2jwUr8D88TCy7QEcpbAkhqRzq42Dh7tYFX9BLjPWPjkhhk+9BxPPL6Jw22DKPkMPivHfL+B32FjI2LLMu3DFoM42PqqC8vjY9nCBq5dEaEu2U0muAD3tCvPH/Uiyjw0MpelwSTC9E72R+oYkqtAMGgfHickhXj8wADz68MEvaeiQFwOmQW1Qb7+YhtjiRy3r7owsazIrx/ZoRT+U2RMw0DL5VEcDizbQlEdSIqKZVmIsoR02mfC1nUsw0Q8S1SWp7oSRZ5g5MkHyLtXYfrq3pGiBLV+N7UBF8cnUjgkARCQLAOHnp96bQsC5DOkfvYdnDfehZjPoLpclI12kz66F6liFpGci1VzqxkdnkCWZVwuJ1g2vqAHn99Dy/4eZmX2YfX3gnSGH51tnVdAuRBMXQNsHB4PI91jbPneq/RsP0pVyRwiw6M0Dm0hnQKnx/umbZ/fvJ3+oVG8HndBTMcmn82zbtUSKsovMI3cLkh+NgLY4JAs0prEi70KXXGROp/Fnc0a9X4dl2yRNtx0xyWm+Q36kiJlbpvBlMisEh1ZgDq/hKO+DFmPsmlvP/nODj42xyJniScr4UpC4biHxkUGBR/ekI9wjZs5fgd7+rKYHoHvHxhgeYnF7CBUu038is0rAwJV08KEw+XYI2/9fVseVAkpInetaOS9a2fwvZeOknz+IZoTz3A0Xc83a9/H3mEfm/vGMESBL73WzsHBSR748Br8novzHnQqEiDRO56mPuSmcyLNwYEYi2pDF7WfIkWKFClSpEiRIr87/NrFK39pmHw6w8TgIBWNDbjnziA/FCHX1Y8cDqGUXFi6gOgotHM1Xo6r8TIsI4ce7SNyZIicBoLLCaYJiQSWomA5ndiahsvvI7xgLmrAj6RevNfK4UjiTU4hliDiMHJs2PET5re/hmFD0mGTWn81spXHkkSskRGSsRj1K5dQFvCiWRYOn5fYRJZnd8RIZCXCNSWsu3QGLo+KZVhIssjkRJr9r3UTGD3IHeV7UVMpJp9/kLJZK5ECpRfd/wslMZzGmlQpa3aQEJo5+vwY4eYyyq/9CJLTfbJdyDxG74/+k7r6OXzyw9czb8EMTMOkrb0XxaG85TFEUaLCo7Hx5VbWlGaYUWKTN6cuztO6xLxSjdGMwOY+B7fOzBJULVKaiCSecu0xbIk5njjbtu5n2eoe5DfEK9vAHn6dzZuf479/tJlqLcrVVQKzqgScioBlS6fOp23QHBCAPIl8no54lP1b+/mb18OsWzOHD1+Txu33gyDBWyT2dQ7F+ObeGFWWk1SikW5nFQgWLlWmyqPSFkliWybfeOEIf3XLMkzLJpLIsrcnSsvgJE5ZZPm0s6cq2jbEMoVUWIcsFT1ifsNwuE558NmWhZbLgwW2YJGJJxAlEbevYMItOlWctVMrtZmGgShJpyoTqj5k4wj28ZeQmq5BlJb90n0UBKgPummfSBWOKclURAeoHTmGKZ76zIqWia0oRHZuRU+kCFy9nlj9bNZJeXxGlD1H+4glg4iKjaiI6IaBwzJxqg6Gh8bZt/MY3a09LPbmsEVpisWSbdtITg+i++1XojN1HVGSkBwO3pADj23ew7Gnd+DyhxgZLUN02PRs72AslaFtWxuN80/5BVqWxZG2DhRFQRJFTEPHtgup3yuWzLuICYXSoAvGJFyKxq5hJ093KaysMvjQ3DwlTgPNFDEsgZwhMiNgMZoR0E0bl2TRFIQDYzJzwzq2beFQXcyeVsbIZJ5v/ug1PteYRlVORVzJIkzmbJ4fVSmvKeH6JeXs69cw8zniuoQ/FGBZhY49AFdWGBi2iGFBUhc4bIW5bmEdYmgugtT9lsNqGYgzqlukdAtFFLhl2xdRB58mWlLOVzNNdGYFOg/3gSwgSCKlXidbeyZ46cggt6yafpFnE/K6STSdZ14wSHpokpqA+/wbFSlSpEiRIkWKFPmd5TdipVvWUEc8MsZIZzdlDXWo1eVYeQ0jkUYbixbMwg0TR0X4Ar1dBETZhVo+m9L5Yfr3HkRIp5Enxgumw04ntijjLCuheu0qJOfbr0gnnqU7lqSw+sBTzO3YRk71INg2Sk87uaM1lF97E7bDxeThI/TiYG5tBYIkImaSxC0XT24dp3bWTD7+gUvI5fIMD4+TyWZBgEQsw5YnDrKsdJQlJfuxNR1LcmMnx8l3HsS9dP3bHsdbYyH1v8D8qyuoX+Whb3cCR8DJ+/7pjinCFUBvZy8NtWVMn17Ftpd2s+X5nSS1LJ/723vfOuqKQtqlz6Oi5zWWlWkUAhfOSFvCBhuuacjx3SNuRtMyightUYmcAeaJBbFhQY3PQkqksN8oA2/pMPQK3/7BT/nFL3by8Rka88IShi1gWJA7zehYEEBAxDALa2ynAovLJFZU2PTGIxxqSfPP3UP80V0CdtIC8Ypzjsu2wS0ZbJoIgh1AUm1M3WZ2hZdLGst5pW2IwyMpGn1JdndN8Hp7hEROo9zv5Jr51cyvCeA4x9wJAvicCqm8QdtInEgyx4wyP/VhN85fthpnkXcUQRRR3afELG8o+BatC0iSNOWepwTqcTWswhz6HxS7D9lzcZUFz8X66eXsH54kljMQJRkZUE56vpkIlknSE2br0psZKG9CUhXsUYHQcTc3SDIBpx9nVw8SCwu+dVhohoaW0MAGWZY41jpCpTlItRrDsKd+9YiWRrJ8FqGy+rfVf9u0SE9E8ZWXTXl9+fxx7IWvs6f3XUiSgCgI2JKEltVJjMZP24GNpetIosjs2gpm11dzuL2bvokEoigwZ3ZBfDHyGrZhoHjOLaRousXaBTW81hfg+4dgUpe4fXae6UGDrCGQMwsp4f0JBb8TIhmBI+Mifo8bVbbxaTkm8yJ9SYVyZ45hw8+qoJPXD/RwqTtGg1846XElCZDSbL7bpbJicS2JnMXRgTQE66iwJ9nbPoHqUtnXEmOuV0OzREwbPLLN4/0Kam01l65ZTdQzC9s8/pZzfKRzHBAYzwPH9xE/vJtoOkgmvIjSxdewfjJFNGsykLFIRrNEfAYVHhc/3d3PdUvqcZ6j0uCZWDYYlo0siVQGPezpi1LuczGnquh7VaRIkSJFihQp8vvMb4R4BRAoL0NxqqRik2i5PJ5AAEdZIUXAiCcxEimyXQMFQ3en44LT+lxlYULlYaLt3eDyFAJkTBOH00nNmpW/lHAFYFlT/zZFmdLJYeZ3vI4hFyK5bEFAyqVwO9x4pi/EwibhcDKETIXLjWDbmNEoT29OM23pMm56/1oAFIeMz+8hk8ohKgI//Z9XmF5hsVI6Qn4yg/2Gj5NponW/g+KVXShq/0a0R2L3T1HlYyy67S+JtO3EVuGqT19LWf3USK/IRJSNz79CdCRC/+AIhm0Sz2a5/OpVhILnX3ioqohTFRnuHWLB/EKp+DcQBRuHWDAb3j7kYDAlsblPIpYTSGkCM0MmHsViMCURUG1e7lcZSSi0oxGPdBJ0lmIObeOHT2xh38u7+duFOmGXSPa0YwgULHgkwSatC+QNG78qFFJyThDNi2iCRL2q8+y+Nl6ZWUMwWF7wUjsHlSE3bkUCXaPU7aDC76ZjMsO4Btt7J8kBJW4Vr8/N155rYcP8LuacOQAAIABJREFUKv7oqlknUmfOjyKJhNwOljeEyekmLUNxcprJru4JFtUGCbh+NdXbivwvMEWst9FMGz04G1MO4lRVBOGdESjdisTy6hKe6xxDzMQZdgboCjXQ0H8AIVCG6HQRWf8B9gcWokrAeAxh0wFyeSdRSaay4zCzq6rZOjTE9hdbWLNhLiWlISRRwLINjuzrZ7K9g9tKDlOQg0//3NmIosgrjlksH8+xuPStBDkbXctjmIWpsW1wOFREoRDZZlvWlM9iqn0PTVU9dER0Mpobw8oSz+fJOS16lDhGPo+VTBbEpLEoE9FJsCy6R8YZT6SxbZt5c2bRUFdT2KFok9M1cjENT8CPeJbP/cBEHsEy2Rf3sEyN8wcLcjgki4wuoog2I2mR+/e7CJcGmFXpZNjQGcJkVr0fbJvjgwnimLyccHH80Bh5twe1H9o7M9T7vByfiNIQVBAECVmwaMs5eN9V08iiUi3LTETGmEwNs2ahBzdeOrrGqbWihF0F4cot22wbsjnuqOCzN65ArrscJk3OV21w+fxa2D3Iogof1Ffzd/M/x/bBBNmcwujRKPV+mQqXxAKvjLfcSTSv43SIHBwY5fkDPbxnZRNvFaGq23B8JEGpE6LpPDv7JgkFglw1sxxf0e+vSJEiRYoUKVLk957fGPEKwO334/b7MTSNVCwKCHiCASS/FzlQSK2x3wiFAaxsrlCZUBTJDYwgB3zIvjPSTgSB0iULkWWJyf4uNNuLkEnha6hFcv3yUQv+M9K0bFHCm5nEmU9jn2ZAbAtSIYoCSPW2YudSrHSLTOomopWnNyqSlALMWlLFyPAEHo8Tp0tFUWTcXiexiRTJ4VEuq2xDH41in5bOgyCA+NYpeReKoWkYuTwOjxtBkuhuHSN7YDfpnjiKkiA6XEo2o7D8hiVTtzMM7vvP79IxOITTqyKYFogSmkNm7pJZF3z8ZFZjeGyysCqlIFopok0sJ7FnVKFrUkSzYGWlyQfnWAykJO5qzjOWEWmfFOiclFjfkOfd03Kk8vDp1+J0d3ezQs2y6fUWNj6+g39dauBVxSmRVrJYiJjoTQgM5ySOphUsSUbUddaWGYhAV7LgZFPqFGjy6qxuCtI8vYze0bPVpj8NUcDAZmbIwycvn8njR0YIlpTQd2g/DUKU/cFmLptTR960ePjYEHt6I5QHnGxYVPfW+z0LsigwvybAZFqjKuDk2SNDXDm7ggq/6/wbF3lHObD5Mf7lgUfwBVTe0srJtsjaFvf+2X1cuaBm6ntamleff5oHH9lI6/EucnkdU89hT45QU7uXu52vcut7rsb5DhQbvH5WBXuf/BZf/H/fQvH52ZgcQxFL+f4P7qPeHCUYDLE2O8CWvcOUHI8j5jSEkI+dfTl+vHsr2zUnQxM5kppI8PteympqWbnuWmZXNBPtmWSRo4ugkka3p96rRMsg5qqg29+I1hthQbgO6RwRtrFj27j9rnsZMiQUwSKRV/nrLz/IR6+fi9PvJzESwVdRhqQo2JaF04gTSeXYMfAYL/fm0e00OcPEkqDk+yV09rfz8U99imXz6hjvGWRwdBy3y0k6nydv2aguN0unh3jiR9/g+z99ksj4BJphYlvgcntYvHo9f/DRj7J6fsPJPibSBj6Pm3ddOgf9wABexSSlF+79imjz41aF9oybW+eHUCSB6GSE1w708dqePDndJGfY5A0IuiWGUwJXbFjK3JXX8/73V3LoaAdbt27l6P6nWeyO0plWEUWBRO8g//XqIHlNJ5vXMEyL7z6mYgkSt8zwsKLZhQy4BIudQyavWbV8+iNXMWPFe0EJYVuj570+ZklpvhTdyGVqEx3JEh4eU1FDtfhkAW8yQ994jj5BBNWNZ3Q7ntcfxqEoxPM2f/gg3PWJf+Nrf3sXAGPJHJMZjYYyP5ph0LrjVX74yCPs3H0Ay9BojyTRLbhkYTMdN32A9995C1XBdybKsEiRIkWKFClSpMhvJ79R4tUbyA4HvnAYPZ9Hz+cREArmxpKE6nJimia2piGfJj5JnnMvzgVRJLRoAdbQI8S7EhjhVSdMfX955pb72TUYnRJL4MvEEC0L+7QFmOhwkN+6iXiwBKFpGoLbTZmkIba+hlZ1DS29UDu9AqfqIDISxe1WUZ0OLMsmXB7k+LERlPFOAtYe8qhTIzJsu+Dn9Uti2zbYNk6/j2wqx6avP0f75iMEXA70zAzMAy8Qai7HWfrmKKqWY50caWtHdSgIogCihGmahIMBrliz/MI7YXFybI4TJeW3DTpojUo0+i2uadRpCuqIQDwv8Y2DMjawa0RibbXBjmG5ELElgCxoLGkqpb7MxZGOQZ7ZdIA/n6fjcZzyixEFkAVoi8EAPnzhAKpD5tZKD10TJk5FYE/bGP5UjKXlUOO2UCWbtA7DeGiqq6QnrmFb555/hyzidkrMENx85roFXDGjjF2PPMQ842f0T+SI5wxe9gcxsxmMvMGoIvGJH+/i72MZ7r5i9oXPHYVKZzLgdSq0DsfZMLeKxw7089F1My5qP0V+eY4890N+/thjF9jaw7pbPj9FvMqNtfLJj32E7z2x6+z7H+xh083XsOFDn+X73/wSVb+kJVC8/xBPfeNLJCIJiAwxAeAvJed0IU1bxsThdo5t+hkTvRJlwSVIboudW7/Fi/t3YFhT1bloHLq629m59WXc/ib+/b3ruLxhnIw+VbgSsLFNg61NN5LwViDGksSyGqXuqRGxgiQDGn/z+T/nxf0tp72jMpYoeL6pXg+CIJCKFNLbAmUhXjk2yae+E2MwG3vTeCeSEdqPt/Gjn/yI+3/8OItr/CiSiOpQMDQNSZLx5Dr48r8/zNHeibPO2c4dr/M/3/oqf/WVH/BPH7/pxNiz2Ho5N10R5m8PdNLUd5SVdRZZo2Cw3pNSWDfDg1OGJ188xFdf6EO33rzvSLTw/6ce+RFbduzn/u9/lw9fuYzlKxbzyP+b5NtPPcVtDWm+8/ogT/ee7fssCcChTtjSX85frwtzeMSgRa3nLz51EzNW3AKeNwTy8xvlTxs5QH/Xs0zuW8uMDy7jz9Y0cv/W49TVhFHcAQ4Px6goCdFAH9t/+C0i8cSU7R/etJNcXQOVXoW6kIvZNWF0cvzia3/OP3zhB2TPcgt9YaiTF557mq998zK+/5NHuaK5/M2NihQpUqRIkSJFivxe8A7VJn/nEQQBh9OJ0+NB9bhR3S4kqWCmbRoGuUwGQ9dPtldCgSlRV5ZlYZ0h6Ei+EPLYT1B7v4bLNf6O9LM24KTCq2JaNrYgIFoGM/oPIZvaSfFKsG1k22JCdtPx4iYGBwYZrW7GHajgkmUryHe10j+URXIIpHMZbNFGNw10w0BWJHq7Bnn5mX34xEzB6PjMqARRRK24+CidNzB1AyOvIQgCslpYNGaTaSJ7d2IlMyRiAbKGFyOXp2tbB0e3tpGOpafs41h7N1lNR5ElZMDSNXRNZ86saVRVlp3lqGfDpiTgpKrcj1O2iGRkvnnQScYQ+EBznhum52j0G1h2wdvKrRjU+01EbEzLZkZII6ULRLMiLskGREqDHkoCLr73i0M05oZoCAgnF4qFtCObR3tk2uRS5s+rZsmccnoSEqmMQeukgwq/wrwSgfXVJtO8FjZgWTavRT3MnFdPdf0sJE8FvIV41Tuaomcsw5huYAKzD2zkfdv/mjVyN+O1C3nZO4PugTH6JlJgWSiAx+1g474+cjn9nPt9K3rGUzSVeemNZqgLvX0T7CJvn4OtYxfRWkCQT7sdmyk+/cHbzylcnc7zP/wy9/zxv1x8B08jNnCYu2+9g91diTPecTAuBXBmxqmpLGcy7aXRNwvRJXF436M8t3f7m4SrM8kkOrnvmWfoTIk4TjMJFGwbIZfEvfa9vOfW9zHdK2LaZ7rcgSwpCHqUf/vkh/n6xu1vPsBp90OHx02gpopATSWtr/2cj3/pCQazbz32TGyQ//Oh9/HTF1vweJyIooBlQy7azSvPP39O4eoNjGycf/7E+3ng0Z2FF2wDqXQeJbPW84m71rHHbmZw0sItG4DNqloRzRLYuu0Y9286u3B1JvG+Fu798L3saR2DdIzL3vNe5IppfOGF7nMIV1N5uTXC3c9ZfGWglprqIA0NTacJVxdG3rQoVW2srqNYusZ9H1rN31+3gP2DMY7F0pSWhJgmJwi98ABa/MzrCDKaydaBFE8cGmbj/iF+uLuPv/nMJ/iLfz27cHU6vQe3cOftH6R3/Jd/SFOkSJEiRYoUKVLkt5PfWPHqTERJQlYdJ0UtbzCIrJw7VU4URcQzfLHU2mUInlIEYwhJvYAVwwVQ6lZZWVOCbhaMxG0E9BNeVIJpgq5hYbNlyS388D1/zaPv+QseFOfyyA6bvpiH5I5NiLFhvLkI2ayFJEsIEmS1PPFUklgyTlfHKEZkkCW+XkymjkmwLbKKj0jd0rc9hly84P1yOgFnlnct3ERF6VBBlBMsRFHEAjLJLKlUBqAgENo2TkUm7PVw45olrJxdjyIr6IZJfW1VwXDfskiNTaDncud8yG8ZNkGvyqzGSh49qvBgi4N3T9e5floOt1KIXABoG5c5MuGgO+FkJC3yk04vuP38pD2AZcHecRcjaYmOuAM1GKJvOIo80su7642TEVcAqmjz0y4ZpbqCkvIQh4fytI7D0nl1WKaFmEvQOZDAnYzhU0XyFqgiDGQlducD3Lp+KULdZSeGc+4FfCSaJq9baLqNmcky3tbCFnMhv0jOp7/5Ot4zK8S19Srzq1xMVwrVAwVBoG0sxcY9PRd8HrOaQVYzMEyLEo+D45EUE6k8l88qRiv8r2NNcHhi4GI2AOPUxXngyQf53vMtU1oo/go+83df4u8/eTNnypHPfP9+fra9/+K7qWd46nv3sWbNpTy5p+2s/Xpm7yDb92Y5uH8vnYlBcMk0L3RwoHPPlJaCKOOvamT6nFm41alfLUOj4zywb+Rk0QbJMrEtk8y8DeiXvZ9IWiOVP7tQO9J1mBuvuoS//sZPLmhMZiYPY8M88OUvETljl3NWX88DX3+Ad6+Yagyfn+jle1/9IjlLLlR41NOIw8eYzE39nqibdwn/+cA3eP81Z1QftDL8x7/9OynAIQmFwhKBecxZfh0fvHM9L+Tn8vOjMjnN5Pr6NCExw49fH8Q4o+8Ol4urFjewemYIVZk6h7n+/Xz94V9APke4JMikKbAzesb2qsLHVldx65w3R8cOjSYovezTPD05n0ce3wQT+883lVNwexy4An6YHCWfTJDN5/nshpn87O6l3NwUpkzMcujxf+XxXa1n3d60LfpjaXomM+wYy7Fv3w52PPv01EaCws13/wnfvv8fmF891atv9PAL3PffGy+qz0WKFClSpEiRIkV+d/iNTBv8VeEom4NSNhttYD/wzhnALqsOsWMgSiSdR5QddNYtpPnYq1i+IKLPR372Errn30QuD0oujfhqC1ZflB5/I7OTw4Tm17BsMsazB/oIhhzMXlyPrIiAwPhwgn2vdXC5p4VyZRLtDL8YxdIYDDWzPyLy6YazVz88H6IsY+pTV3mZgQ6U/HHKAlUMR6cjYpOzTLKmSboMegZ68CkWumEiu10cOHSMZDbP9qOdJJMpTMsi4PWwevkCoJC66QmHCp5a+Ryy883+JTkDjvdOUlpRykv7HPzjujzlHvOkaCWJNvftcjFk+Vk904dq2RzPJlhR7Wd2lUoqa3K0LU5twMN9hycZGomz5AoXT+yM4y+rY0ckSVMAqr0Fp+eBBCyaW0Eg7KUj7WZVtcLWzgTrSwXUag9jkxN4ohHmBE0MW0CVbEZTJj8cCHDXHYtpmHcV4HrLqCuAeU1lOFxultUGcLhd/GLVvXyyf39BOm7TQTGpdktUuyVKKl00miY+H6ScCi+0DHLn2hmI5zixpmWhGxbd42k8qoRh2bx8bJScYbJhbhUzy4sVun4d6EO9RDunCo/vev+9/MHN6zG0gjhp2xaGYYJtoVkOLltWe7Ltwxuf5Myr6jP/8h3+49M3wPga1KMv8fmXk6feNMd54ue/4H1rPnHevhVM3i1+9LV/4uvf+QE7DvWcW3o1ctivH2eHojOg9xFQplF5xQrkzGa6JqaGNK248lbu/cgN/OTpZwk7bI4fbOe0en5sbh1ifHUpZWaGqFrKluk30l2/CvvQGJl8nrxhUeZWkcXCvXn7cw/xpS9/hWdf3UtGu/CHDWYiTfuzG/nZi1PFGW/jOh55bCPzK1X+4PqVXLPmcrYPnxrDRN8hJmbNYGZjDfd+YB2f/fiTU+ctOJsHf/Y4VzSHMT+4gfTaNTzRGjn5fv+Bzby6f5hSVcXIFaKhxIrlVCgebnOHeOqZ1/jv7k4cZhY9n2AyfmZImMQnbl3G+5aVMDCu8dLefr6zaaqA+eqONnKfuwMh0kF8uPNNY//UZfX83TIn3z8W4qX+buKp046hDTN6eDvzVszBoSTAurjU+eDa61k+awGU1heKnwCg8t51c3nvumY+9+kP86WDLefcfklzEx9aP5P9bYN0ZkwiO3YxFp/60GTO1ffwpa9+hbAbgrLNhz71j5ze4uff+Rbl9VXU+BU+duOqi+p/kSJFihQpUqRIkd9ufq/EK8lThhSqRRg8gKXFz7/BBRJ0KXxgYR3f3ddLXNcZCNcTveFjhGfPQLMhNRHlCnuQh/e2YHQKuBN5DLeDlOTFTOTRU3lKfRnyff0ceFVkvD9OWWOYseEEw91jVOe6mBkeQT+jvLxg2+RQaKtcRmc8x5FIgoUVFy9WuIIBEiMRUmMTuAI+JIcDW09hOhtprJ2gdSyN7ixFy6YJlfi560/W07ygGdXpwi3L6LrB4HgMzTTI5jU000I3TVYsaGbpwjmn+iuKKGcRrd7AtixiGYFrVjfReug4utGFYRWEK1Wy2Deq8FS3zF/dEKA6KGNasGyaD4dYqBLod0tcMjuAQzAp83m58s7P8O71l+B2OcnkNXbuO8zBLc/R3vI0bo+biYzNmhqNiGExzZOnMuBgzXQ41htDi8aZpk9QF7TRbRFVsOlPWPxw0Mftd17Jtde9D8oWX9D8ekSbf4g9QYPiB9axs2sSbJhVHiSV00kkswzFTYYmChLCjfVBDo5mmBl2kc2m2XO0i6pSPzWlQSYyBr0TGar8LoIehbxhEU3nyZsW3cMphiczNFcFWdUYRpZ+awIrf+cYGRiga0rWoINbbvsod9xc8H+zLOusleoAyPbTcuTVKS+pwRrueG+hmqiNlxvW1PDvr7SRPE112n14L1ngfNb8oqRAsoPP/8t/0B85T06dnkcystheB2HnNKRLFhNrLKfjgcff1LTyqpu4atVSFtWUExm9gn/488+xs++UwDaYSLLdqMY3ZzmtwWYinmoETUewC8K5acFljaUEnAV/qwe+/hV+/sLu84zmzTgqS0gGxolqUyW5a66/hvmVhbRoT8MKbr3rBrZ/+dFTDewUw8MR7r7zZpor8/REpn5HrL58HZc2hwGQAtO58567eOKz95/WIsmWPS3ctvBUXJwgCMjhuVT4armnqoEHvvMQ/7XxIFdUmXj8Hqotm0zeQrAtTMXLvCoPT+6JcnAox7qGcoK0MHnaEQTTQPIEyMWHifZ1TOmf6lSYGZB58LjA46lGGq5eTcuT38U8TfcbPvQcMz39BGdVM9DbQ42rFsFbzZlVAB/f2sLz246gSAKXr57P4sZSDFtAUKqxJzLYZuG8WpZNzpLY+djX+a//+tGpHYgKokPA0rSCjyHQ1XqQZ14NMRlLoBkGyvDuN0WepSyJ2z57P6l0DkmwkUNB8rFTMxAZOMhDj7/GdZcUvADfgToFRYoUKVKkSJEiRX5L+L0Sr0BArV6M1vIs2eOb8c593zu258aQhzsX1PHdfd3E3SW8XrGaDT4Tl9NJRHCz6/nnGdzbQoNrMZbqwjQNJhbPJ9WyH//+bbxAGTtTCWaYeeJHyvC3deMVdVZ7e5hXOoCMhXXGT3XRyNLXeDk9DWuxUymGE9m3JV4B+CrKyMUTpMYmcIZKMEUPZngVnhKBy11xujsH0StqqV15OYsvWU6uZ4CsFcMzo75gji6JKLIMto2Wy+Hzefnwne8pvHaBWJbBaM5DeXUll162iP95Zpw/WxxDVhQkAUYyMnNqPfhdEjndwrJhTrWKZdsMxzR0E0p9MseHdW5eOp+V16xA9/iwtBxuRWTD1Zewrj7IJz69mxVikqvrbGKj46RVC1fQx75jSXr6Y1TbCaxsnkOCm+0RnXJHnqwBmyf9fPyed7H+utsgfGHCFQD5DPUDO3EkQmAb/P17l9A6MEF3KkdjyINLEsjG0lzXXMmdq6fz/rVNrP7nX/BCb5L5YS9/8sgRPC6J2pCbqqCTeVV+jJoydvVr7O+dYE5VkMtnVrCgJoj0dkLvirzj9A61c6ZT0qbHvs6z3xmkp3+YTC6P0+Vl5poNfP5P/5ilM6pOtstMRBlonxqR4qpZRUNZQZayZA/hoIslQdhymg957+4ORqI200ou4BoQCpGdp5Con9bA2HA/2dN91kQRAxuv30XZpQvo8vkQ03G2H5ycuj+pEvw1PD5scOPcFdQ6JCp8Yd4wDQcwMvBj33tZMHMuRjqHfCLyxxYE8obJ2voS1tSXvHHgE308RVlVHbaWYHzi/A8euo+MvilyrWHmyil/r17QjART2qXGJykJ+xjp6CV+hrJSPfOSKfG6i+fNwzdlhNC6tY38ohVvioAVHH7wN6GIIjfO9xD2Bbn/8iZ0zWDL8SzBkB9N0/HIFksbPcyuUvnpxr2cMcs0Tq9EkVWeahmm7wxLNU9tM+Fr3sWMUieXKi7uf66HLlUklT2lXtkZCaFuDSOxY4y/upmao3tYteYS8K6Y4h3WNxLj4ZcOIOk5fvrcLhxnCOGWXfAZ9HgDCLF9dL72+JSKmt451+JMH2S851QqazaTZjKVJeRzUxpS2P5ibuoApBLmzZ3PnBnlBD0uaquDvBJ7nB9uOm0WtDyfuf16PnnbosJ4KFKkSJEiRYoUKfL7wu+ZeAVKaRPICpLnQk3EL5y55T6unVnB40dHOBITsFQ/G3KDNFdWcdTvoVRtRHa4KSnzUbNuDrt9Qdoml1Am1fPykQimMUZ7+jghpYe/abRpcOZRhDyWLU0RrgRA1NKotc2s/MifIk7Cd3YlzpladiEIgoArGMAVDACgGRNIg08xOSljjKRpLpvDzM9+HrW0CkwTKeg/uZA7YUuPJIqYpkkikeCmGzawYO7Mi+uDbWOLKlL9dVx7pYVpWDx3eBvvqhjG5VKYF9Z5adRkIKozo0IpmOQDo3GD/b1pZGyawgKSv4nmD/xfMsf3YJomyowlWB4/+Xgcj8fFmvd9iMMP/SfvrlcIqgI+a5zJkRghp02VS+eB6HzaAssIl1WRzabREmOko6M47A7cCtiu8ot64i9ZOrZgo4x3EX/laaZdeRNPfvYaPvqD7TzTOkRliZcKr4uG0gA3N4cQRIEv37Gc2761hSORBEGPg1LTQU8yibM/wbOt46yfmeKW5iAfv7SJKp+KKIhYtoVtiwhnGvoX+V+n/+COM17R2Pjg997U7tDBfTzx0EPc96Xv8tl7CpFVsfg43dmpy3LR40U58YETHF5kh4zPA5wmXhm5UaKZLNNKLqDsoG1jn1j6l1bN4p4/+Qc+d88KLlmxirbu04yUDIPG5io+9sfXESoPsnsoSdtgJxuzZ0RsyYXqqIOGzHcP9FMxZKFJUz2LIEUuM4ls6tgnoq0My0YzbdbVhbltXg3KyWg0G9t+Q3RRuPXuP+WrX/wL/u1zt/P1B1847/CODo2e8YqA4vFOeUXxuBGZKl45nRZXrlnMtodf4MxERdnjm/K3z6fikiB52g6SiQEyxgrOGl/qqWL9unn09Q+RyWdI5yyCHoVFDZDMm4zkbXI6NNcoPPPiIbb0nCldCdS74fknfsSxXc+SOuNdd8UMrr1yFamBY5iI/OVVLo5stNl72qmy9FFq7E7WLazFrSq8uLOLxdEONC2EIJ76OfCR65ezeEYVtmUTT6TY09KDYZqAgNejUlkSoKGhhmTvbv7onvumCFeXXv9/+crX/pKv3ruKH5yWObto1Voe+fePElAVPGqca372jxw/3aZNKeFP772Dq+cGT75kbArxw02njzKFZp4nWrBIkSJFihQpUqTI7yS/d+JVrn8HNibOxjW/kv1fPb2cvG6xZWiStqEYydZx5oQG2XRgF1rGx9rLrmTtrSuoKvUxsruHo4uv4aqVDSz64hfoHRhEdrqod+Zpculgg3FGqqBoWQiWTrRiPvbVnyCSV9nR248kCljnqfp1PmzDJNMzCKKD7MA4+ZyHxLAPuX4J0//oX3A3nRKjHCWBk/9+9vlXGBgYQpYlkvE4N193BR//8HvfZidMRNWDOv1GbtggsCuocP+TW1gfjrCmLsf6eoNJUWAybQE2GUOhfcwi5JaZU66QSmcorZuGP1xG3rkOMT6OOdKNVDUNZAcIIl5/kLQOCIUn96IoUuqykf4/e+cdH1d1p/3vbdOLeu+yLbk3bNzAmN5jIIQWSgokGyDZkLLZJG/YJBuyKaRCAgm9Y0LvwWCKARvbuMtdsmT1NtL0csv7x8iSRpK7ccH3+3EZnXZ/585opPPM7zxHgB5dpEEuwDN6Joo3G4soIIgiggFdrY389uVneGj0y7gnXIVo2c8sN8VC0cTxqJ0+cKUTMyDDKXLPVZP4YHM2723u5LUdPQRWfsyrLUuZdOUXmVtdyrIfn8/y+m6WrG9i8fZ26jv8yHYLLrsFh9pNeNlauhvzSDvrTFxOZ0pWSDQWwx8IkJOVdXDPg8khsXJVy8gVgohg6CkZI6q/ge996xqKJizlS7NGEY9HGKJdYXXa2J38IlrdIFswhqgrqr6LLn8vsHfxyjB0EBTmzD+XGaddyVWXX0BhtpPY2leTB08MxuLk/OvOIT15L8HBAAAgAElEQVQnKSjMKHAzIzOHP9sMUhy9FBlDFBF1jYgh0VRRgVbshnUpVyYabsUwkt5sMdWgwG1lQXk2M4rSUYZk95SPmsD3b/8yRqiLn//iRzjtdmLR1Iy0EenYSe0nQ08lFLE4UyWl11bWM9Qi3u5RKMjJojc6VBoC25D+umGkiDYAgch2QjEdhzSCgCw7KZt8Lrc4bCx64V3q2trJ8lopzFDIFwQkUSeRSPDIopU8sKx1WGx5ZUWcVtJFic1Fzvyx/PRvb6TUx/yNrPp0HbvqWonEY9hUP1ZhiAgq+lgwQUbTNNZv72TiqDREixvZlQ/6tv52boeNU6dU9n998WkjZJr27OLKW39Oe/fAybNjZp/DE0/+liKPTIk71Z8xIz2DAk9y2yaJKL3qEM8tm4JsTe2j6UMlRIP23l3ArOHxmJiYmJiYmJiYfK45ocQrQ08Qb9+GHgsN+lT/8CIIAhdW5+ONxHn5+Y/pbvXzlhxBMQrJnDmdggUTqMz14ovEWVCayYvbNJ5btYUrzz0dTbaw+JPVzHLpOESNiAai0WdWrieXMlHFxarCs1hacQ5ak4xRvxnDMLBKAmn2PZ++uD8Yuk7c14se1+hdu4JYbwfWyvFUf/uPOAvKRuzz4stvcudfHsDq9qIZcO01l/KVqy85pDgwDJDtSGUXMNtdQnpGBs++8SmvLt+BLsucO12hvj3G0h0RzptVSZUlzM7GNrxpVsKqTk93K4GeHuxWCT27GN3fjREOImYVAiq6ry8rQzewSUkBS9NBMnQ6wwbR2pX4ggrutHRsGfkoNjtaPIYgGlQVurBYrIjDskp2D2kQisSRZRmLLCKJAqIrjdKfP5Ha0GqnOM/O1Xk5XDY7TtYTS9Hr2+geO4El2zsJGgqjczI4uyqbBZUZfKW1lw/X7aI+EKGmNUAckWDZKHa6PKxZtpHRBdmk2x20+kL0hGPUNraybvN2JlSPIRyNE40lSCRUotEY/3X9eViUE+pb/wgTpsftxOP2EI2EiKsa4OWGb32PG645E9+OFdz+o/9iXfOgbVOJNn575/186ZlfY5cU7AIkBukOijDoaFhBQUirxODD1MsOyqbaG7oWB1cZTy8adHKbqhPZsQlhyAmt2NxI9iFnG4oSLmFIO0ki2+PAJosEInFQVDRheCzRuIZqGBR77EzM9TI130uW0zpClAq/+sMDAPz97r+iJdR9m3kBhqZS98jvELvah9VZBsWzdsMWXnlj6bA2nsxsRMA5dH6AZT8s5AwDMPac+ahkT6AgvYyrJZE7732BXXW9OBUv2ek2Mg0ff3p1Ax/uCAzr5/Jk8s2LJjG2yEH1+AnUNo7Gwh8ZvPEu2NyCFotxxcXzEDImQKCBJ594fkiAsGlbC7linOrR5eQWlmMrnEk4Yj3An4k9/PjGy3n6o4GTBXMmns6ifz1PkafvvWVoBuhgjzdhhNeQAPtj06cPVQxNTExMTExMTExOCE6oFawgKoiKA0GyIztzP7PrtDV2sf7ppUhtvQgeBZvmxDFpCtGJJWwLRclr7+XVLW00ByJYJZG1uhOb3cm3F57NxeedTXD5h7xa52NcWiteAhg6tDnz2ZkxjrqMKlpdBUiGimTEQRSIqjrjcjzMLMzYd3B7QbQopM+YSKKnjbZnV6AmrIy54cd7FK5aWtv5x31PYAgiqmHgdtq54Oz5hxRDSjyKA/JOZtz8AnRD4rbft+IQ4xiGQXmuhZ1dCSQBJNmKL6TR4ovz5Ipecr0bmLNjMxNnzCHauA21eQfK6KkgymB3kyGrNOHk4Z0COUIYgEyXhQAOVgStMGYeLmsehqoT6vYR7/oUQzcADe80jZrtjRSyhJzyqYjOvJSY61t9fOdPL2JEQhQW5nDq9DHIooDRv+BKZmtouo4/FCUQjNDmC7K63kdnj4qxfRl2l4snJB1dS57mmOg7kU6RRDRVw6LIvN+o8LZmkIjFiakqakJFIDmuqulYFBm3w8a62uXYrQp2iwWrVUKUZRLaUPc0k8OLg3sffok7OjvYVVvH5k01KIWTufz8WUkBas5sijNg1oXfSTGs3vbhy9RGf02RJ408EfyDtIRgIIKqAyJE/GESuRciOB5n8KY3SczGa0/dGrffiAJK8QTULt++2youSi1DBKcEXDK+mJmVTnZ0homKEs2O4QLQaWPHcuusMnJlsMr7d+Krwd69jXa/lgPb17HlwTvInzSFORdexkN/WzSolU4wkMza6ury8de7HyYWiyFCyvbAwoJSAHLtw7Mq/f7U7WqiIAzTZ5yWfGwWAWNvB5DKLjIqT+UbV3bxzvJt5OfIrFuxlt88toZdseECUmVVGb+86VxOmzURp8uJ7qkmzb2LHKBh8LAWBY9TRotHcOZNAU82ikVg8N2zWIu5+qb/ZkqxC8OWhyBaQZQwwq17CXg4z/3zd/z6X8tTyr5w5WUkGtewuCaMzaKztTk1e61t5zo++OADRFs6c2eMpsw6ZHNlJEE0EgcGxNKRtsKnO8xsUhMTExMTExOTE5ETSrwCECQbUmYZSk71ZzJ+Z4uPJ/70Gm0tXYhuBVkSmXb+dHYW5lDXFWBjq5+a1p6kwbkkogNWUWetT0VyFHGKu4d3uzP4tMtDjTgKV7aCVllApycPVVQQDANZH9hQElU1ytIcXDaucNhC6mBp//BVwk0bSZ9xNa7RU0dso2kaf/rLfXR2+3BnZKHqBg67HZdzP/x2DhRHIZI9k6nFVhRDoNOvkuuVGZNrYeXWdqqL0xmT7yTPK/OVU7KJROM88/gDRHbVMa08F9vpX+zbHyjw6ertbG5r5q6fXUZTt8HiFbWke5zMnFaCKMS5LNfJu+t9PLXNoJkC1HgMT0U1gigSD4doCC0lFurh9Zf/xRkzVlIy68sgKQw4f0FPMExrcwdb6lt54d/L+4UrwzAQBAGbxYLDZsFuU7BZJBw2C3kFeeR4smlv6yASjxLtOylNEARcNoV0pxWn047H7STNbcMqSVgt0oCRct9COs1lJ9PrIs1lx+204XXaSHPb8TptKdlWy2qHnvNlcjiRLVZyC4rILSjipHmnDKufPPMsZhbCR00DZQm1l1AEZIst6W816CkyovF+8crQNNR4jEg49RtekXNJP8jvP62rAyPWi+iwg3/4lrkhsxueuRdPoCc0vBaFaQXJLcUfWhWeSmlkZ3JpKSW2/ROt9g+FeNBP69O/o+a5+8k95RIKr/gR1g03D2lnoEWT29TeXPwe69bXoEjKMFEsw50Uo2VleGalHkndshgJqsSHiFQuZxEOBXR179lBctYECsf28vWSPJ599lW+//BqokP7CFa+fu0F/OLHN5BfOgUseSAms2tFqRUlVZfClVlMxdT52DKrAAE9FiPsT20k2wpIL5oErkM7qa+pZainGDzw05v550/23OeT5+7k1OfuZPTc89i49DUcliGvoYSKmki9oQHfUDHPTqbbFK9MTExMTExMTE5ETjzxSraBbEkxpz2cZOR4mTBnDM0vfIw3zckXv3oGo8eXEIyrrG31s6nDT50viD+mogkCkiAgiQKGpPBJq5+aaAQED3ZPL2pXmK6og8TYbERBQNEGPEJ0wyCqGlSmO7l+agmZjpG3sR0ogYbt1P3rr9gFA3vZZARp5Pv0t3se4e13P8LjcSNbrAQDQebPno7DPqJV8SEiUjmqmpnTKvl4xTZ8wQSZbplMj8x4QcfX00VjZ5TybBdpDokcj4OcWBdL3l7Ey2mTsb6+FodVxONQcGjtnDfFS9Wsy6lOH8UZ14gQrsdoX8eOrTVsa+imLAO+PbWLBn8vDUEbm1obUFUVt+bj6tleZk0soK1XxeePUNRZA/rAgqssP4OHf3oV3f4IsixQV99GV28QAQFZkcj0OvG6HHjcdtLdDtLdDlyOZBaLqum0+/wEIgkSWnJxaRjgsEkUZHqwDV3smRyT6KpKNBrB19OBr9tPV0c7RmYFp00Z1d9GAuShu6oECVEAMSOdojKFjVsGROpI40rqO+Nk5FnQe7oJ97axoSt1oS9Xl5OefnCvESk7B6HWjhEf6rQ0ElYqx7lgxaAitY5tdbWcMymzryDAxzu6U7vZc0gvLzio+PaMRutTP6QhrZ7ii25j9HU/ACDLNfx9qLH2U9pD83j2nXdQZYNoPDpMvPKOnQhAQWXWsJMEm7YtQ+fL/ds3N+3cOew0QM/kKmyCMcyzbCSsxXNZ/NjbXH/7i0SHiGClleO49+6fcc45C4Hh2yo92RkUlMCO+oGyQKePzvQzyfYmX1id7fWsaUsVfyzVo0g7yOS8FMTh+/uG2qXtCQEDEagY54bB1mTaTrbV7eC8ybvFqRDLaoe8hmzZZFYc7teQiYmJiYmJiYnJ8cAJtxqWHG4EVA7nIdvxbRtRcvKJ2Ty88NA7rF62GYvVwiXXncbo8SUAuCwyc0symFOcQWc4xqpmHzt7wjT7I/REE4h9IlbI5kKaNQ4hoaKs2ALFOYgOGUPVMTDQDVA1A7dV4oIxucwqTsdxGP2Lap+4E1EwsGSMIW362SO2WfrRJzz1zMtYLQqFRYV0BiLIssyoiuLDFsdQ5LyTWHiZTmnR27z02ofEd4UoybaTlyaRruqgKWg6iIJBc3eCHW0R2npitG9ezJhcBTG3kHPPnkpR2Qw85aeCs5BYqJvNqxbT07ieSDiAIci0dPSiaxoTK7OYUSQzNtLL1eMVNtZ1IllsWCSDNz7eRl66hcJsJ2LmOAQx1Ry6PD+D8vzk48mV+7/QkiWRgqy0fTc0OaZZ+eo93HDbnbR1t9Ldk3QlKpl5LeuXP8LuzWg7d6xj3RBPd2/pfIrTAEqYPmMBb275d39d1LeDJxe9w9Rvn0t9Ty+PPP0qnbHU97B5kwrJOQTbO2tVFaLDCt37NkWfseAyeHhVStmTD7/AjV+YgRVoXr6YTz7ZnFKfW5rHtNGZHF4i2NMsTP/ls0jVc/pLS2wxsoDOQS3femYRp3R20N7Tw7fPmsDiv3+QOpSgcPbcsQBUTD+T8lw369oG5KsVS97h3ZoeTh+XBvh57Ylnh0Vz3uxRoPv366dL14Z3uOnmXxEaIlxZ0nL50c9/RkFOJR8vW4OuJVPwDF3D4kxj6rRJKJnVTJ12Ch/UD8wh2LqJRc8u5favJzP9ljz5JL4hCZZnnFSJ93Bk6Op72xe5j66GgQ7MXHAZ3P9JSt2TD7/ATQtPxga0fPI2y5fXpNTnlOQyfYyZeWViYmJiYmJiciJywolXuEehOupRY3EUx+HJEtICvUguD7Ing/ySLJyuKcyYP568ouELNUGAbKeVc0cnt6f0ROJ82tLL2tYe2kMxEppOTDMQRJHYyWNBECGuIosCiiiQ4bAwoyCDMVkuCj374WB8ANS/8E9CTXXkjJ+OrEg4yicNaxOJxrjvgaeIxWOMqiilpLSYuuVrcDlsFBd+dj5iomKHovmc5Migp6eHx15ahSREsOdZscgSE4psxDUDTRNo6IgQDMYpzbIyudSB1+PClZdHdroDZ/kCcOZBopcl//ozT729EYekIysSv7/5VJS8mQiufHRVw9+8kax4NwgyRts2fL4OekNBpk6oJL+gCCV7ArjLMbT3OZxiqMnxTcWoUUTbdjLoEDYaPnmS798+k/+97Xpizev53nduo2fI+v+yyy/uF7e+cOGZ3PHYv1Pqf/ezb5Hp/j2BNW/w2xeXDLvuyZNnHuaZ7JnZp57BmCyJrZ0Dk/jo+Tu57vvpfPmkDH57+49pGiKczJh/NcWHPTFTIXPhb5CqB06P9a96FXfdo5xaKvNc/UAQvuaV+F7vZtIps9m6+HU+aU7198odt4C51RUAyBljWHjWVNY99n5/faJ3E9dffwN/vP2bLH/8z9z3bqqwYi+YyYJpE2haO/y5GY7KHT//f9T548Nr/B3cev01qNpwgaho1Hms2/Ia6aLAJRedzl+eHyzAqfziRzfiVP4P9873+Z877x/S286ZCxbuR2z7ZvrJZ/Ef37RhH/FnqIAi6Sx+7EFWtQzkppWPPYtLz59IRvE4AGaecjpV2TJbOgaeo2Uv/IHrbsvg2pNz+N3tP6JxSCLgSfOvouTw/tgzMTExMTExMTE5TjihxCtD04nopSSyFxLs9JNeMtyU98DH1JBzCkm0NWHNymP+edMOqH+a3cLpFdmcVp5FayBKVNXY3h2iNRBNmtUayU+qx+Z4yHfbyHVZUUbYsnEohFsb2P7gr9HiEU76v2dofvAH2CtH9rq6628PsGnzdmRJ5swzTmVVTS2GYeB2OSnMzxuxz+HE8FYzZ9587FYJf28QNRpmfV07oiBS5DZIc0lMq3CxuSlMFIWiqjGMqppIRUU5hpKOaEsKilo8wrSqbNbtyGRbS4i5Y9OJxmLoggubswQRSPOW91/3/IkJiHcn9/EpaSB9FtsjTT4PZI0/l+/ddh23/PKRQaUq//zFrTz/j/8lHgriD4RS+uRPuZDbbrqs/+uZl97EVac+wpPvbxho1FvHj756GSNRPOUCvnbDFw/nNPaKo3wm373xK/zHr+8bVBpj0Z0/YNGIHUq55ZbPIj4JQR7w+QptXUH7M99BypjAbf9zEe/8x4/piQ4Slrtr2fhSLeuN4XLz1269lZxBByt+7Ts/5YEXz6UxMLD1rnHli1x+0YsjRnLF12+k1AO1MQ1hH8fmNa78N48//9GIdbqus+dz/6z9XlWnXfEtvvD3x3lxxfaBvl1b+MENI5/2Wn3qZXzpwnF7jWt/mXPOlcw558q9tvl/219l1fMD4tWE877M739/3UCDkpO47aav8o1f/WNQrzjP/PGHPDPSgPYSbrnlS4cUt4mJiYmJiYmJyfHLiSVeGQaGFkMwYkR6e0kzChEO0eVcEEX03k4Eq41YzacoZWOQvOkHPI4oCBT0ZVJVZBwOU5J9YxgGO5//JzsX/RF3+QQmfP8uZEkk2rKdzPlXD2vf3NrG2+9+hKpqTJs6nqrqMTz1yhIEoKQoH7frMzBrH4IgKVhLz2CqoaGGO+n2x3Hm9aAnAtRv30lDQydWm5XCqvGccspp5I+bg2DLBjFVbJKceWRPu57vFG8kFurEarUieEahePew9VFQwPrZZZaZfL64+Wd/oqu9jdvvfTOlvLN1uNF1Zv5MHnvwHsq8gwoVL3979GHaFi7kndW79notV+lc7nv0Poo9h2qEPkL2oG70nbQ5nG/+4g/sbK3nNw++tfdhlRx+cc/DnDPh0L2KBk7t7C/B0AZJPXY3xqxvkz75TMrLx/FgLMg1t/yK8KAssJG8mc7/+s/42TcuTCkrOeksnnjoD1xy3W10hfYsJwHMvOyH3PnTr/dFtG8z9I/efpa2g9h5Z6ANPEuOHP75xMN0LLyMjzbu/bTAtNFn8I/7/kTaETtm1EAdsrVQG8FP7aaf/56drfX8+v43h9WlIGfzP39/mPMmFR7OIE1MTExMTExMTI4jTijxKurrRo4FMSQdzddOT62D9IoyDumYPkFALqpA9/cg5xViqMfPKW4Nj/8v9U/9nMx5N1H9zV9iScskumszhgHO6pNT2oajMf782JNs7Wwj3+nma9dfwYYdOwmHI+iGwZjKkiMWt2RLwz76EvREGJcoUqZI6N076GndSu2WdeQWj6V44gKw7V1sEixurIWzRrBDNjE5ROR0fnbPq5xyzhPcc98jfLBqPbF4jISaFB9kSSajrJovXX4FX//KV6jMH54FmlYyjedeX8q9d/+Zp557mbrGdjRNS77nyAruvFIu+sLl3HrLN6gqzDjkkEXJSlFxKWG9G6tFwVCjJPKLsNj3IIrJbn597wtMmftPHnzocVbVbCeeUDEMkGQJqzuDWaedy60338yZJx9ixk+fYpOdW0BGVi4elx10jV7dgTdrQJi2F1VTVFDN7pAXfuN/WTxqJvf8/R4Wf7iSYCiKboAoiig2O5UTT+aG667jhmsuGfF94JRLv8OSokn87a67ee2dD+kJhNB1A0GUsFitFI49ia9cewNfu+Fy3Afw09TX2Ul2Tg5Ox/4L/vFYmJKiIgbndGWPmsNL/17KPXf9hUXPv0pDSweapidfI4qCJ7+CSy65gltuuZHKXO8ex/4sSC8sJisnhMthIxSOkps3wvUlN3fc8zyT5yRfQys3bhv2Gjp5/jncevPNnDVr/BGN38TExMTExMTE5NjihBKvggmNe/+9gjnjKnFLfmJNLcjr1uAqKKJqymQs1oM7sU/ypvdnWwkjHLF+LJKIxwl1dzHuuw+TffrV/RlosY56Ep1biO7ajKNicn/7n9z9AH968i3OnjmBu3/4bYry87nnsRdQLAqRSJSy4iN7ApQgKUjSwGJIzJxIRsY4MqrPB8kKHN6tlSYmB47EgkuuZcEl1xIN+mnv6iISiaEj4PKkkZebjbKP7WXe3BJ++Is7+d7/u4PW1hYCoSgg4vR4yM3JxiIfarbVAKK7nHeWrkktFATEvYj7guLgyq99hyu/eitdHa10+vwYhoDFZicnNxeX/TBJw0Yyi+fXf3mSO/6cmjolDNpGLQowVGubfcbFzD7jYoK93bS2d6JqOqJsITMrm3SvG3Efn11MnLmAvz+ygEiol5aWduKqhijJpGdmk5nhHfmdZh8fiNz02xe46bd7v+7ICMOGziyo5Cd3/Jkf/fy3tLa1EAzFQBBxedLIzc5E3sdrbD9DPuA4f3j3En549340le1c8dVvc8VXb6Wnq52O7t6+15CDnNwcHNZDOIXAxMTExMTExMTkc8MJJV4pTiflU6Yi5WbTGvDT1eVDjoCtqYPycfGDFq+ORxSLhbHf/lPK9pa4r5WOZ3+ANSsfKS01a2nOhCravhDjZzdczqiSQrp8PexsayIYCXPJuWcwb9aBeX19JggSSKabr8mRQZL3/+3T5vJQ4jp4jz1JsVJYXHbQ/XcjShLiXjzz9la3VwSRzJwCMnMOv4gtQL+yIgjCQW/1dnkzGOU9+Aw1u9NLxaj9yF4SQNrHfTzU7eq7Se6iNEAQkq+RorJhDXRdH7bdcvDXkiShqRqqmhQIE4ndp/Eau/+M2G+PZYaR3DopJIW23dWGYQy07WszGEEQsLvSKPNk9DXR0dQEwWAs2a+v7+5+iqKQiMf3uUXTxMTExMTExMTk88EJJV5Fo1HOmDsDTdcRRQFJFNENA6fDjsvt3PcAnzMG/9Kvx6K0Pv594j07Sb/6cawZqebrl59zOpefc3r/168tW8XG9jasksgZC2bidJiikcmJRUNDPa0tLaiJBNFYDEiurwUGLcyN1MfAgdcNUhCGt99bXepjSZJobWmmrrYWq8VKPD5w0l1/q8FjDb5GSnWqojEsBsMYsS5ZdWB1iqKwauVKDAPsdntSABk24cF9jcG3IDnSoMfD6hh4H+wvF1LfGwfaCINKBn89gMViYfOmGgRBYNvWrahqAgOhr6UxZAxhYBzB2K1BDVzBEBCEPfVJDUEYEufueyTsSdrZ3a9vC2Wvv5dNNTUoipLcmrqXOY50TaP/39RIUvoMer6S8xyYl7HnSFOmP6D5JR/U19cjH4CIbGJiYmJiYmJicvxyQv3Wl5+bfbRDOGYRFQX55GvJOu1bZE+Ys9e2iXiMR954l05bBt8+ew6zp07ea3sTk88jNquNtLR0cnLziMWiDNvSJQgposfQhffuBXzKQj5FOBFS+wgD4sTQ8r7SEa+TbCIgyzIej5dEPMHUadOJxWOposyw8YePPbjNyHWDJzBIkNh9L/bUZ2hdX7nNZqOpqYkzzjqLNG9aUqRK6bOHezvoHyG1ILUuRURJCT2lfHjdyPV2h4M333gNSZI448yziUaj+zX28OLkA0kU+rOYdL0vG2pPffc19h7qd4uadruda6+/gXg8wVDz/sHP40gMvccH0neg6sDqZVnmnr/dTeI48pk0MTExMTExMTE5eE4o8cpkL4gS2SedgyTsbQmRRFIUfv31q/i5AZNHlR+R8ExMjjWyc3PJy89nwsSJRzuU/UYURTo72yktO/QtiEcKj8dNXl4+Xu+RNRw/WJwOV9Js3GrFaj14zy8D6A2G8YejuN0e3A4Z+TOy8rPZ7VgUC5IkYd+TQf8xiLAvwzITExMTExMTE5PPDaZ49TnnQKxVlP1sKwoiJ008xNPD9oAgHH9G60lvl+Mv7n2qlCZ7RVdVJMvx5ZOnG8P9j451hm5FPB44HPe4qaOLlu4A1mAAX9sbuIszKZ2Q/IDhs+Bo3OHm5lY2fPg++ZOmUVFciCCAw25uQTcxMTExMTExMRnOURKvDETx+Pl0dzcHbWZ80BgjrNlGKhu+WJIkCU3T+vxLQFXV/TPbHcGkt6/hsLL967t/ZaIoEAwFiUYjBAIBRFHE0PXdrffSd6gfT+oX+ywb2tcYVrvX8aw2G36/n87ODpxOZ/I+73H8FKOgQf8N9RAa1gBjhL4p5UPb7aWN1WqjtbUFm9VcJB5NDMPA39NLou1jrEIvBiKGrmJxl2LNmYIgWxDEz/dJa1oigRqNgGEgWW3Ih5Cp9Hkirmo0NbehvP8q0U8/JI2tSGPKSFTMRXC6UFUVy3Hu9dTV3cMjv/oFK9eup7uoCo/diiAIXHv5Qi4978yjHZ6JiYmJiYmJickxxlH57bejvYOVKz7h4YceQNd2CxRDFuHDRITdC3xj93+DGCQS7PZA6S8f+jH1yJ4hI5nCGiQNbRFAEiU+/vhDAoEALqcLw9CHjLNvg9v+Lwc1NfpMeUc2BR7p8Z7jhoHYFVlh+44dhMMhfN0+EolEny3uSB1HMNfdw5R234/BJsRGStf9TAsYGrcoEItGWbd2Lc8+s6gvk2ngHg++yl6vIZByLwZPIXmvB5qmjjk4qP2Iuw9FVqjZuIFYLEpWVjaarqdEPPgu7TNuGOyAPKhcQDCSFUbKts7dz+jgK+1h7EHjKhaFzTU1zDx51r7na/KZ4O+o441/PcOqpe8xa4LA7Bqt30wAACAASURBVOogsUTyCRIlO6LFgyVjDPb8k3GWnIkg2452yPskHgoS8/fSunYFwbYWREnC0DWs3nQKZ8zDlZOHOEhwad+4ljWP30t33VYAXNkFzPqPH5A19jBvwzQMtJ5OtNYGEptW9pfJoycjF1UipWXCMfZhikWWcLY0EFj9KhnZGtHCCTjGnkUMmQcefZ7xo8sozs9l2/adGKKIbLEwe+p4nI5U8S8eT/DhqjWkud1MnVB9lGYzHANY+syTxNd/RK4jnR3+XuIRC+FImGdefIWLzz4dWToOs1lNTExMTExMTEw+M46KeOVNS2PUqNGce94FqGoCGCIeCCMY/fZXpxrwDvdxHUGGGMlAeNAYIzRLHUsQUGSZQCjABRdeRGZmVp957t77jXyZfV9vb332dzybzcHSD97D193FxQsvJRqJ7IdR8MHUHZhB757qRFEk4PcDAtdce10y88oYco/3ZBY8kglx30mSCAKiIKD3ZXENHnDPJ3HttwQHgK7rnDr/NEpKSw+g19Fl+bKP6e3pPdphnHBoUR+BmgfprP2IzSsCBH0+ampzmFKVjc3iR9VFMECL9RBpWkq0aQmJtmVQfCVpRROO2Z2ePQ07+ehPv6Bry0a0RBQ9kej7xjQQRAnF7qJw5jwmfvE6soqL6W1s4K3/+U+iXe392Vah1mbe+81PuPAvj2L1HLq/lRGLoDbXEXlrEZEVb2HEwujRYH92pWhzIVhtWMbNxnnhDVjGHBsHTyQiQXxdndjsIewTBdxSjGiBlcJxpbyx9GNqPllK04Y1pGemMX/eDIryM1m/aROLX16DO6+CjkACUUi+p4ZCYR578U0mV1UcU+LVhm213PXMy1Rho8ohUicq+FQdTdO59PyzTeHKxMTExMTExMRkGEdFvLJYLHjTvOTm5h6Nyx80ToeLtLQM0tLSj3Yo+4XdbididyBJEk6X62iHs08URUGSJBRFQTgQs64R8IfCdPQEUewO3HYH6XZzMTQYwzCOO++j4x1DV+le9WfCDf/G43QzsTqdLl+Mjs4A7652cuoULw4ljGCoJNVVB8GEm48Xr2XjtuVc+q2fMXnWKUd7GimosSgbnnmYmn89SizkR1KsSBYLkiU1U0zXVOree53G5R9QUlRAeWEexWku6kLB/u3YikMm2NpIw0dLGH3uwkOLq62RwKO/IbrmPUhEERQ7iCKi3QOAocaT/0fDxDZ8iBEJIKbn4jznKpTKCYd07YMlFIqyeXML4eY1dK/+K6Gghteq4ZYlLDaJUK2P8IonOTXNj2Do6EI53b2l9Kz+K1qkC2sijGi/gdLSU0FLzk+RZX5w45cpys85KnPaEzIG6WOqybXD1i4/Tms2UizIORfP4Lwz5h/t8ExMTExMTExMTI5BjpppxvG4cB7u+nTsc/zd50OPNxCOsGVXK9ZwGGPNEsJFAfQpV5KZU3EY4tsTR/Y+h2IJVr/2Ii1xmD53Dl6nHbvdjsN27G8vO1FRQ7uItC9FtHlBFIhFE0mvJ0lnzfoWmlo9jK9KIzcjmbHkD4us2xyiqdGPlgjx/D//QGFpKVn5JUd7KkBSuHr3V//FjsUvozicSIoFYQ++gIIooticGLrGjro6/L29jB9dSSgap62zG0kSEQSBRDSCr772kOKKLH+LwBO/R2utQ7A6wOHBiEXASMZmGXMSclEF4bcXIYgCosOD4/zr8T98B9Flr5L+vbuxTp57SDEcDM88+wl3/uVNJhTD9y90YZHC6NjQ1DgdYjG9zSLu8RdRVjEGf+sOVKuH9U0J3vxQZ87cyzh/QSXVU+aDdOz7ho0dXcmiv/2BBxa9yNKX3yXf5QIhQW8wxO/+/iCXXXAOk8aOPtphmpiYmJiYmJiYHEMct46v3e3tdOxcRY60GQMRDANBUrAXzEVy5qC4Co52iJ8pWiKOv7EBQ9NAFPEWlR53J599VrR0dBNbsRTxuXsRrAmUzF4S7smQU0GPP0Cax41hGP1m9vJxaHy86B/3sPqJB3nHmk/m0y+CoVNWWswdP7qNwrxjK8viRCf+6cfEmxtRgy1Iu+JQobCrS2Ld5h4EVEBEkaGjw8c77QEMkv5Luq4jGgmsVhFwUJqTILHx92jenyA5jm7WqqHrvPfr/6bhw7cpnT2P7KoxdO/cSfOnnyYbCAKiNPz7ShBFFNFCp6+XjdtrKS/Mo7W5CcNmQxAkRFnGlZN30HFF1yyl567vgxpHsLmTscZjWKpnYoR6SeysQfO14v3mL0HTCC95Gq2ziegHL2GbNI/gGw/h+/3NpN16J7aZZxx0HAdDXq6HhGxjS8DGQx9VUe5sxWmHiJRFnqRT0PwoBT/8I6OqKqlxldLxwdtkeDL4/W//gsft4aV3ljFqinLc/FBfs6GGN95ZRl5OFqoao72tlZd27SIcDiOgm+KViYmJiYmJiYlJCsfL77n96MFdvPvGm/z7+WdRhCjXnq/gUCJoevJT9WDtK4iKC0vWRJxlZ+EomH2UI943ajRC55YN+JsaaN2wtn/LnKHr5I6fRN7kGXiLy/rb9zbtYvVDd9G84kN0TQMByhecz4xv3IbF4Ty8sTXuQG3bRaJmJXrABxiInkyUsSch5xYhF1Ue1usdDvI8Ttrr1+IaJaCVlqJmFZE+YS5Pv/YB27bVcvlFZ1Jf34goirT6AlSUFjJnatWwcT5Zs4FV62s4d/5cyksKj8JMRmbFytXsePVZitwW8kSJsG4gIbBuw2aaW9tN8eoYIvCvB2j/dAXOijEoLjfx0Ezk91bj82Zh99oQrRHCwQCxRAK7w0J2hoWKAgMDA0mQaW53sr0+TCyuUpQnIAU/JVj3Jt7x1x3Vea178n7a169kxle+Rs6YMTjS06lf8QkNH39MzrjxJIJBAu1tCKI04hZgWZbo6u4iq7SC6TfcwtpFD6HHYzgycyiaOe+gYtJ6uwk+8QdIxJMZV7tRYyhFlTgWXEbX/92IumsT4dcfwX3ld4it/QC1aQtqcz2WCjeCAYYkEHzlfqyTZiPYHHu+4GFmdEU2Bdk2Yj4/a2tk1hmFIAjEBSvFJS6y005lweZuRlVV8ubizXgjAvPnTeb1Nz+gNxLhvDPnHTdeUV3dPv50/yIsNjtWi8KutkYSiQSyJGKzWSkr/Hx/+GRiYmJiYmJiYnLgHDfilWHo+Dc+QmTnC4TqJKLhMCHdoKYpi3njFGJxA90ADB094Sfa+BZ61yd01p6Ds+oKMrOPzQV9sK2Z1Y/cw463XgJAVxMDxuSGwY63XsSenknlWRczevYpeN1OVj/wd7YueQ2bywt9p/LVPPcI3uJSJnzxMCxqNZX41jXEViwh/OFLGMEeDDXWF5KOIIgIrz+E4PRin3kOjou+gpxbdOjXPWR0GjauoLerHae3DYcliGAN4ClLp61+M2veeQ5ZS/Da47XklRQzY9IYco12Vi95jXjzRNoo6DfEliWJLbW72LRtBwvPWXBUZzWUPz70JIEOPydnO5mZ5eTtoEAsHOK0OTOYMeXo+PWYDEdrrKW9q4eeL92KM82JKz+PXTsasW7dSPWad6hO68aoPomdvl7ad+2iNNFCXrqGVQdBAqFAJDZWZntbOsvXJqhtlhlblokttPWozivU0U7jiveZds01CKJI0+rVlMyYQUZJKd7CIrIqKsisrODje+9FkuWkwD4CgiBSu3UL59/0X/S2NrPl5aexZ2QhSAd38l/w8TtJ7FyP0Odr1X8di4PIR6/guOir2GdfQOC5PxD++FXIK0AsLsc2ehxGYT4JTcVyzY1I1eNQNBeakUBCR+DICEJl5Xlc9aVpPP1mDf6GbiRZJiFZMQSRzR06n+4Mkl7cgMce56nF27ny4mpqtmxn3qwpjK2qRJaPrRMT98SKtRu597HnEWUr6W4n3XVbUFq2Y88sQlN1RETmzphGUANfKEKxx360QzYxMTExMTExMTkGOG7Eq+D2F/BtuA/FYmNMaRYrazz0dnexfG0Qu9XD2KIINkUnaXRsEElk8ckWieWfPkN2yUa+efsfsNqP3Kfo+8Zgy6vPsebxewm1NiHb7YCIZBniV2IYxIK9rF/0ANtfeYqqslJKPG6684rwh0JIogiIKHYnO99fzJjzLsXiPHhzdj0cILjoLkJvP5XMYJAVkCQE2QmihKAbkIiCJKEHfahdzfTe81MsZeNwXHQ9UsbR2c707pL1dLR24Wi6Hy2wlYRmpcueht4aJruygu7NL3NK5joc3lIivTXYSr7Plo3vsebDF6nI95ARlxl/6oVIsgXD0DEMg7NOmYXDZkM6xrIZFsyZgX9UCb66HWwJyhQ5JUrzvPznTUc3G8ckldDKD4nkVyLYHIRjCbyxGGgqsXFTiJdW4Fj2FpaajYxNS2NKQSFxfxqRcIyoIKDFVeQtuxAyA4ydbqX0HDuPvBThidcFqkfXcXplA67Mo+N91bh8CWNOm0dmxSgMXUcUJdRYHKvbzdSrrwLDwJWdgyM9nbK582hetx7fzlokJXVbsyjJxHxdrPjnnUy+6ka2v/kCGElR60BRm2qJrFqcmnEFYOigaei9XYReuh/LmKmk3/wX4i4NrTgHy8SvILvzSYi9CEJS/DFiEWRLMareixYOYXUcmSwgSZaYPrGYd3f6aerSsata/+cYiiThsdnYuKmN2h0dxKJxLp47lsqK/CMS2+Fi8fvLuOvhZ7HZ7ZSWFLKzYReRnk6qS4roTCvCH9HJzXAyelQ5jYEYu/wxU7wyMTExMTExMTEBjiPxKtyyFFGRkGSZgF8jFo0jyRKxcJA33ouyJtvJmFIZiTi6ILNtl0ZTSw/oGr51K3n7mX9y/nXfOdrT6GfNo/9gxT9+j6RYsTjd6Lo+8gl7goAoKYiSQjyhsm5bLaPLSqmqKGX1xs3ohoEgCAiiQLirHTUaPWjxSq3fQs89PyGx/VMEmwesDjB0jHgEQbYiKFZcV9xK9OM3iG9dBRgoxWMQXF56772NREst3m/8Eik9+9BuzgGyq6Gdn97xCj0dfr59sYdTRrlQkZAE6EoU0LYjhOgdR/nCL2ERBBq3LCOCm8feb6a48FJyT53HmJnTsDmO/RMZAW68+nK21O7kR7+5F4fLTjwWojcQ4Od/vJexoyv47tevO+YEtxOReN12GD0DwdBJICCoKpKuocciYLESWrCQQOgM3EX5uHOz0cMhInX1aKKML5rA2rwT5yuPYbzbiu0smDsjjWdfaaSpLczUL4RxZR65uSRCvYTa6tCiYZwuCUd6JZqqgmGQVlyMoevoqkpa4UAG5tgLLiCtqARXdjYrHmoAwxjIKu1DkCSivT3kTpxK/vRZtK5eTqi9BVfuAYoysSjoWur4mgq6jlBYjHLKGThP+TJyei4YOlrnOjQpgiikASJGJNKXxZrMLkWSQUsQj3VgtecPi/uzIjc7g/I0CyvTbRg9UYREcls4GIgWmfqWIKGYysSpRcedcPXhJ6v40/1PIwgS6WkeOjq7CfR0cvt/f5/mrl7+9foHBIN+zpw7CRAw+n62mZiYmJiYmJiYmMAxLl7Ft6wj8sn7ICnodU1IbogU2fhobYiA34/FIiaPWTdUdjX1UN8sIwgSghBHQEUkjiCIZGd7KTFeIbDRi3v8DUd7WtQ8/wSfPvAXimfMIn/SRGxuD6sef5xEJAyGkTQ6HuGX9t0GyFvqdjK5egy5mRk0NDdjsdowdB1vUSlWj2dYv/1B8/vw/fWHqA01CI70vkIVMSMX29T5hN/9F3qgGyPQg/drP6X7tzej+doILX4C16W3oIw6meiyV9CDATJ+8g9E++H13tobRYWZ5Oen0xkWeHq1m831Om45hGyxoVrLmBtYjGXGAiqqJhOOJdi1uR65cSc/+cH3KcnL58UlH1Pf3kNV2fEhXnX5fPz1/idRJBmH3UJHez27GgMYBmzeupWrvnAehXlH19DbBOyTTkLaXkt8zGQMVCySiF2EACDqOoKeAElB6DswQLTZkJ1OVL8fJAvxqskgirifvAu2RSmoEnDaRURRQBSP3KJejQQJ1K0h0boDweHFnpGOGo/3nyxo6Hp/W11V+x8XTJiIYRhIikxaaQkdmzYh2+0pRu6iLBNqbaS3sZ65372d1/7zempeeJLcidMOKMbYppUYsTCC3Je5qiWQ0jKxfOFL6GOrsbjzkd1JUV3XEhiCCpqGZHOgJcJD3m4N0FQkxUM00oSmhZHkI/N+lp+bzriSTFwbOohENewJFXZvZjaSf3WPg6sumHhE4jlcrNlQwx/vewpBkLDZLMRicbZs28w1C8/GkBVefmcZhiGgaSrTJlQf7XBNTExMTExMTEyOQY7Z9Iz4hlU0P3gX7VEdOSefWMVFJJpGE/tQIkvJYVT1GDLzCzBkBYvdQkVpGuedks4Xz/Jy+QVZXHhWAQUFOSQ0CYsMORkygZ2vo4bbj+q8OrduYs2j9zB+4SVUn3supTNmkj1qNBaXC4vDSems2QiShKHrKYvCwUiSxLa6Osouvory+WejxaMYuk7+5BnDtubsL6Fn7koKV4P9YgQwIkEcZ34J1/lfxTB0gq8/BAY4T70UPdAFCQ2ttQF0AzGvFC3WTWz1+wcVw8EiSBInTcwl3ZpA7fKzYks6b20s4cVP8/n3OniYuTy6yU4sGKJ2eyuL3q0nt3o8q1dt5s//eJyi7HSqyo4Fz659o+saDz71Co1tPnJzMunubCMUCoFhYOg640ZVkJOZcbTDNAHsJ88ns7cZ25LnwdeFqMjIaRnokgVDsWJYLH0itZHsIEoYgoiga0iigBCLkMgvgcxMItt03lyj0aUrdCYkOnqDR2weiVAv8V01CA3rEQ2NcE+Aj+9/gI6tWxD3clKnpmloiQS+hgaKp0+neNZsHFnZKe9roiQT6mzHV7sVd14hF/z5UbLGjCPUcWDv02pdDYaaSGZPGTqiJBM873x2Ta1CctiRRAf0iW2JWA+6HgNEdC2OTpR+gUgY+CsgHdQWxkNBlCW+cPokvjCtALxWElYleZKuoWOQFN6uOLuay86dekTj2i/0OHqsGT3agB5rSW7ZBPwBP3/+5xMEgmEsFhkQ2LptM3OmjWXeydO54y/3kVANEAzystOpKC0GQBEFtvjD1PgjR3FSJiYmJiYmJiYmxwrHZuaVYeBbuxLfBTegZGZjLStE6wrgHz0Z55bVLFj7NkKak9iYCnbuasTZ3UieHERpB9HQMNJkhBIrY85ysXlXPivWBVnf4GRccQQtuAvZcfTM27e/+QJjzjqDgkmTad+yBS2eIKO8jMpT5rHjgw+oPvdcwj09dG3bhuJ0Eg8G+zMcdiMKAuFwhNbaHUxYeA1Ny94nEQ4e9NaW6EdvEPr34wi2IZlHooze00747WdwLLiM4Mv3YSQSBN56BNLTcZx/HZSWoNkk5PJLEIuLEe1pyO7RqGoQWT5ymUwXXzidneEEH320E3tcRZUtGIJEFFi7PUyGW2fJeyt54d0GwpZsDJuD8dXlXHnZ2SiKcsTiPBQamlr4wz+eoLWrl8qKMpqam7HU1+Cxu1Fy8mhr62TKxHEoisLqtgDjs5xYzO2DRw3R5cFzxQ1oLzyE9vxddK+pQhKseCJRBECXLYQmz8OQB06ylHQV2elGDoWJK3ZEw0ASDLqjEovWJBAlD5FIhNVbtjNl6vQjMg9BkkFSMLJKENNy8a9fiwB48gv3KLADySxSWSa9tJTepiZOvuEGVj72GA2trcjWId5+fW9drtx8Jl7xlQMP0mLrP2wBXcfIysU2eSo2Q8HQNLAYgwNLXlIAQ+/LFBMEMAQMzcDQDFT8aEYcohakrCPrleh0O5hdmcMuX4T3wwks0RiCIBDXIDvTw7e+NOOIxrMvdF1HD20g2vY0Cd/boPmQEluJe7/JGzuvZsm6Ntb3OLACWjAAapDCXA8//+F3+et9D9PVE0RWXOiGwbjRxWRlJMV3hywiyyKt4QTjTN8rExMTExMTE5MTnmNSvNLqthDq7IQZRSQiIeLxBEIiBlYr4RnziRVXYF/1LjZ/lOnl1VBSRbDXTyKhkkBC6GpB3rod62iNk6cpiLh47b1u1mULzLesZtq5R2bR10+f10vH5g04vRaKpp6MruvkVFWhRqNo8TiFU6fhLS5BsdnIqqhEEEUKJk1i9ZNPIAnKMGFKsdrY/sZzVF14GSVzFrD5lacP+pSuyLI3Aa3f8yUZc9LoGEEkVvMJ1knzSP/uX1HlBPFMAcFiweYqJaH1oBsJBEHAUFVE7AhOB5FAHU5vNaJ4ZIShkqIsxlflsnyHn2iLH2m3Twxgs1iJRFVeeaOWDza28YMb5zFp4vG1NWXz9jr+7+5H6fT5GTO6jGAoSHNjHfOrxhB2eOlQbWi6zPzZMwHoDMeJqnZTvDraeNOQZs5GCoWI6xpKexs2RQBZQquvRX5yBYblOzBzDkDy+dIN7IpMVJQQ4zGs8RgfawqqJCDrGh63mzknnXTEpmBLy8FeNYtYfQ1qSyNZZeVkj65CEgV0Xe8TfowR+xq6jmy1kllejqFpGIYBg97KdE3FmZ2Lt7jikGK0n3wWkaUvJrOugJCRoKZrO3OKpiS9sFIQQBAwBCGZ5Ro10NqbMYK96KITlDRUoT6ZTWqxo+cnEOWDy2g9WPJzvSixBJJFQrVZkGIasgytrb1s3dJMQcERNDzrQ9MhoYJVMRAE2FzfzZI1bVTKzzCj7G1ioopocyLH09H0AHLTPVhbX2dT4LfYS6eBGicU9SP4mrnjW5dRV1vLi2++RW5u8rmPxuJY5AFRsykYZ36el3T7kb33JiYmJiYmJiYmxybHpHil+rrQQ0EEQcQAtHAQqxoDXUOIRdGz8vGfcxWGzUJRRXKLQaKlhYSvl4AKhihiX/4Ojrf+RVRIMH6qxtrNNjZsaqBgYg8H5qZyaBhagkD9BhIhP/EeH/njx6NrGrqmYbHbsTgcGLqOIIp48/MwdIOiaVNJLy0hs7yc5jVraN24AdlqGz64KGBoGuMWXs2OxS/TuWXjwZncaglgkPBl6Emj4+xc5Lnzcc5ZiLVgwv9n772j5LqqvO3n3FS5uqpzUHcrtnKwoiUnyTnb2GCMMcnkOAMDA98LAwMzLwyMGcBj4gDGxsZgbAzGGUdZliwrWDm1pA7qHCuHm877Ryk6Ykm0xTf3WUtrSXXTPldVp+r87t6/XSojTHcjih0IoSEwkGYBpI0s5ZKA4kOg4DpZbHMUwz82WW6hSJCJVVFicT896SKhbPHIcIRAovLCtgEUn8bSBSe2UB5r+oeG+PaPbqdvIEFlZRzLcti1ezcff+87WDJ/Prfcfh+Jjh5qK2I0NZRMnFUhxspj2uP1kJS6dcbipc6gtfWljnqqij5/CaGVT2Le+1PyiiSwcBlGeSWF4WGCEYPR0TTR1Q9TSAyyxolh2Q7ZTIrrrriCqZMnve5lXddEutbJ8WoSAn+smmJvG5gmYmQY4TNw4yUBxe3pQqmqAV0/RsSSrouq60gpS6IVvGJukrZNsLKW+PjXH88boUQPlcpKXCCg6CyqbEERCpKXi1cgizZuwcV1B3EzaeRoL8LOQUCAVga2jZQu9mAfdt1UjMraE4rvzRKOBohGfbiKOFxaKhA4qsYL23pYvmJsPa/yRYcX1z3Gizs6WX+gAUUI9g5lmVTRxiVvewzb5wfXhysE0nLAaEH4erlscgdPDGzjxeHFRIIuejCKG4jyzQdbsYY7UcpnIFWB4uRRhcuZS2YdvqamwMZEjjMNjbDmifAeHh4eHh4eHv/bOSXFK9+sBQSefIhs137c+mZQNcLRCAOFROmHvOsgXIlw1cNZTXo4guztQRUGlh4kd8ZFaANd+HY9h3+qTTToYGgKPn1sh5xq30q+fTPCdfFXN2Nm8zhmBn80UlrQHVrsSYlrlxZZRiiEPxrFzOWpmzOHgV07cSzzlX5WUrL3Lw9yxmf/hSWf/BKb7/wZg9s2UT37r/dDsbv3Y+7djDAOimOy5LWlX3Ud6tnnoPpCGHrD4WwJ18mC66JofqRj4brWUb4wAildhOpDEX5sMzlm4hXA7JZxTKlqp30oT6BgodhHuo+prkNeVbn2ktnMnvz3Y2Y+ODTCv3//5/QNJggG/Qih0NrayrjaOHNnzuA/f3Yn+aLENE0mjW8hGokcPtZ5jWwYj7HDCJejhcqw8+lSp9SODvb+/l588ThVc+cQmTkXrWk8I3f+AP3+O1BnL8JUfARwqVj7NFp/B38pSOpiGXS1gSlzLuQD11/3htct5LtxHZNwdOpJGYeVSYCqICprkOk0spgvCVFSglnEzaZRYke81hRNIzOcon3VI7Scfz5GMIhtFilmMscIWK5jUz19zgnHp1TWodVNwDqwGxQVQ7r4VP2gbCWP+F3lkhT7urCTWUobc6U5ItJQmo9VPygC0pmS6BiJIsb4OwMgbzmYCKTlopj24XlMUxVW7R4c83ieXPUcrTv+QCTgY5z/AH2ZEG6xko8sWEVF3CBrHXz4ocrS/XPk4eaSyyqeZG37ZAYTOlDK2hrx6SCqUCO1pO0sIfsA586Kc/6Zpx8ef1XAoLU/xeLK1ylN9fDw8PDw8PDw+F/DKSle4fNTfs6F2A/dQ2baEuSsGWiTZsBA4vAuUlEpKSoSEKhS4io6fr+/VGboD2LXNBDdLHlyFaxJ6BTVENt7R7hSSpQxSEuR0sUa6UU5sA0qxiERbH/4EZA28669tlRq9yoCg3RdXKCQSqGoCjOuvIrEgQP0b9tW8pg5KvZ0bxcAM699DxWTp2Gb5puLMTWKmxxE+A5maJhF9GXL6TpjPnUqBG2JCJe2ScfGtrIHywsljpvjsNn0oZgUEBKQCmKMSgYP0dhYxYcvn0tPZh27LYdIModwXSQC23WZMSHOZ961GKEdX3nl3w6Jk96EYw0ikKiBaYhAMwK48w8PsWnbHirjMVRFoa+/h4DP5Rtf+AI/vv1u2rv6qaupwTA05kyfa+qRlQAAIABJREFUfPiMpuvyQFeC90yqwkvAeutQdINA7STS+14CKbELeZzEMLHyIIG9mxHxCOrUmSjvvBF73x7sPRvQ/QFsIDKumgfSafbSTdCSfPlzn2HCzFfmjXYM97G77wAXzFyEABynwPDgSmLxk1xaKCU4DiIUgnC4lJ2pKCgTJoPrHhHihUBRFPY98yRD+1ppueAChKJQSKTIDg8dFq+k66IaPiadf9kJh6ZEYoSv+TipWz6LIVy29SbIrdzC2ZcspWBbWMkEVt8IhZGeksCuqAfblRz8dGgHPZUkpbFE4wjpInQfin/sOqceYsuubjZ2JFDTBYQjSyWOh7/uBO4YfYcBFC14+MU2psSCWK5BPCyZXDvMNXNamdaYJOcclRX8sq8z24VzmldTUT2DdR01mLaGKH1BIBAoQpIs+tjQVcXqNoNf3vcS77psDj6/hqYqaAqETrn52sPDw8PDw8PD463g1BSvAP+S5YSTPRib15Nr34CIVVM2NFJa+NgmhaZpyLMvPvJEWkgUTUUpZEHxU/pxLEEVrDkA22wdXSnHGEiTz+cJBf/2JrxCKKjBCHZFE2rVBFzbRuDQcNo8hKLgOq8sZzmEdF0iNdW4tkntjGrKmxrp27r1oFR39DWO/L127nEY+QaCiED4sL8Vrku+ZQqVwRh+G6R42UWOGaBy2O9GOi7SdHCxyVsHsJNZfPVj38GvuS7OBdMrGE2bJDN5/I6LVDQKNly4eAINtfExj+m1MG0QuR0Uh+6mOPIkwikiihsxdFg98lV+t3kx27oKUDWfoXw/em4Igxxf+YfPkkimWb1hG9WV9SQSaQzdYGJzEwCulNSF/QxnCziuRFM8+eqtJFBRj2vmyfe3EaytY9aFy/FlR3GDEURVNbJYhEAAbeYc5PjxCM2HrsCmvW10bFpFTf1ELnnvF5gw89UzKu9d/wyP7XiRFdPmo6sqhVw3tp3BFzh5pW6qP3RkHjiYMSpdF9d20IKBg3OAUxLXHQdHUaibPYPJy8/GCARwLBtfWYzTb/oga3/xC7LDQ9iFHC2XvoPqmfNOSoz+JRcwdMbb2b9zG0/VLWXohX3MmzwRVdUwrSS4EqGqCEU7Rmjj6AzYQ0gX6Vj4KhpQfWNrFj48kqa1a5TBRBH9oJgWdVIUVT+uEWD/vj7WrN7JGWfMGJN4NMWlazTMnzYuYNmEYRY2DdI2Uo7f7cSwR3HkOHh5aaZQkZSSsEbysGegnKbyLCV168i9VhWXyRWjLJ/cQftohBc3bqe1cw//8K5LGQr5iOs6Ud0Trzw8PDw8PDw8PE5h8QrXQdQ3ohoKaDqyWCTSVAWKhizkMZ59Cru/HevTX0aPRNEMA1XXCYSDjKRNkOAbHaDTUdgpVYKqJFswOXvJojERrg4RHj8X13GxO/ciwhHmvu1tCFV9XeEKSt4wrm0TratH1XUc03rV/RoWLDuh+PTx0zFaFlLc/AzCF0ITKtsSHdSbs4mr0Ve6xRxuJS8QDriDI8jBLiQK0l8Dqh+bXUjHxgpXYYTKX3nRvyHhSBDVliBdnKAP1zpYciIE23d0jWksh5BAJg+aKgno0N47ytM7Egzve5R3L7wTJegiQ2H0Qhi087BSTzJLfoNHfZ/GiV1BQC3ius2kRgc5d2o106e08LHPf4lwIISmqdiOi3QkoVDpfT1asFCAK8bFPeHqFCFUNwkjWkH2wE6sOfNxRkdRKhsgFEK41mHxRI3GUVWVTCrNSy+up2nKYq7+yJeIV7+2EFUdKce1oS85QG3QYXDgcYKhCRjGyTP19sdrKYTjWJlRhKIiFAUrm6Xz4UcQmoYQgrJJE6iYNRs3OYrUdKonTiplCbkuWEXc/n2EGybTvHQpm357N5VTZ7LgA586aTECrKmZw89XtjN/WjVTKyMUcwWCwSC4IFQF6dglzzFdx+3ch4iVIyLxks+fdA8L8tJ1UH0hAtXNJzW+v4aBgQSOBorrYmeLLJpbT8wOsXJDN27QT8TQqaiIvPGJThKqqrBoSiW7u3ezoyfG/oEIIb9EqQhx7VyLog3OwV8SwhQIRwW766C3GxTy8OBLjaAIVNfG8fngoF6oqZK5DUMowmViRYL5k12GEs+wZkMtvoWLWFAxtp0ePTw8PDw8PDw8Tl1OXfEKURJJwtHSYikUwbHKkI6DHongq21APPogqV/8F9Er34U+YQrSH0RVQZMFtI3PEtm2mocJMuKAmUkxubmZKy688A2vbBYH0Y2Ko7ycjh8tEEbRNIhVQCGH292JqK4Dvx/Z34uULkpNfalU5SBSSlzbRjUMpFvyoBKv2jVOUDVt5gnHKDTtcEcuy7VZWDkVNVSFnc8hxFFvEQHYLm4qj2MVkHap7JBCHjT/YWNhaTvITAq7qx3qJr/qNf9WGIZONB7E0JRjkikMXWPLgTTtB4YY31g5ZvG4EjZs3sC2bY+wuq2GfYPlJPJFLJnmR9c/iD+uU7RLXmaOJtGsAK4OlUG4oOZRnmw7By2oomqSQLyC5/sdrvuPx0hYzUTLbGw3iWUWWH76PJoPmrVLVzJo2/QNZ7igtmzMxurx+uihGGUti0nZHVh2B1Jxkbkg+GpKpXZCMNTXT19PB5t2bGL6BUs4fflNxEKxVz2fY2dJp7eyINbPuHkNuJknODA8hC9QT0XlWSc1dqGoBKrHY2VGObpUOLVvL6GgQXlNHH+2DKmqiLI4spjHHupHCUcQ4TKc/u2IoXZkvIpkTw+xCS2c8dmvEaw8CZ54h0QnoK27D8UpsuGphzHOOIuuosZUn4ko5JGpFARDoPvAMFDiFbjDA0jLLHVq9fnB8IMLWqiMcPNM9GD0xON7k6QSWV7aPYyTMnEKFu9820J697Tx9LouHMelriJCy9TGMY1p1oQq3Cd2YoSBgs1gUqeirgtdM7ELAmkAElTzoNGVtRPhljz8M8VqhvskurBQkFghcA41IJGShwfqcFWVeKSeMyf2UO2HyS0T2FAwWVHhzV8eHh4eHh4eHh4lTlnxSigKgepm0u1bQUqEotB6xx2kOjupX7aM6ORJRK+5DnP1cwz85/+HUduAHDeFos8gvm8n6r5trC7CsM/kkmofkZZruOT8c6mpen3hwrazpFLbT9rizzWLOMU8SiAAwSBSVUEtGc0LfwCZSiJtG3HQUBgp0QJhNtx1F9UtE2mcvwCAVF/fMabtrmUSaWgi2nRiXboAfAtWUNi8stRmXshSTPJgK/mDpUJ2LkVusIPiyFDJyORQBlagAvzlpcWjopS6kWUzEIqglI99O/dEKkuiYJEtOmgFi0NFlpoC/aki7UPZMRWvdu7r4ennfktjfIhxoQyNob281FvLWU07mdcwQtYpo5QWwuESJgHkHZgZb2VZxTo29k8jYwsEpdLYgqGhlTUzZLvIQpZKvZ8rLzwXKJUMhnQVFIWh4qtn63mMHa8o81VUylouZdtoF0bPY0QUhad3BBlJ2Ph1QUFXoFznwqtrcOsreG7v40ysmExVbBLV4SMLeSld+vseJp/rJGgIpk2LYfjHEag8m0BgHEKo5FKj+EMRFPXkTPO+8jqCxSy5A7tAA9XnZ8KZS4gWhlFUBZrGH5wHVEQwjAiEkEJg5rKokUqIVNDf0YMWinHxf36dSE3diQUkXXI9W7CcFFq0Eg0f737HNXzig+/jvgf+zF+eXc3OiZMZSadY1Bw72JFQHs6yEmVx1GgMHAfdMFCAolDRYzWE6ltO2n17s7T1jtI7WsDNFamtDLJgTgNrUwkUUfp818YDjHVC5YwJ1VRGfGRdiVsocvqUai6+6BLyuc8jQjPQCgd3FDq4OYQJqoDePDyz72KEK9GN0gMatZjDcUwQKqLYhbAL4Gsmq0Z4YEstX7hgPLuUEIP5IgGvy6CHh4eHh4eHh8dBTlnxCsBfMY7iSC/F5ACKoqAoCvXj6ynPDaJ1A5Mmoy07CznnNOwdW9GH9uKEIgQbKtmhz2HN9nWotsXyMy/h3Os+/Irzm7bFr55/hPNmLGBSVQMAiZEXKBYHEeIk+WwIOFwjAYhYecnoGJBlMZSyWCnr6WAyg6LrjLTtY2TfHsadVurCJaXEtWxU3UBKiRACxzJpWrqCQOzEPZwC51xFcf2TyJf+Qsof464ntvPu+Wfg96s4Vp7M6DbM5CCubZb8Yo5eOQnl2DHqOsTLwXVQo2NbMgjQ0z/K6h0DjCaKRCwHV7qolBzQVEUwMpwe03jW7Ohna08EVVPw+0AVggtaOlkxYRdFNVBaSL8KroSgDtfN28TidJHO4QCacqQzpZQQ8DnsHKykfbiMf//lGm66SrJiyXgChkbSchgXMF713B5jQ2FogLUP3MmCa95HOHZEyLW0ANvD09ifEFzXeICl9RkGRwV7clHa1Ea0QACtepT6qsVUV5Tz561Ps3/bFj5+1tXUH8zCktLCshIIIVC0GLHyCwn4x+E4RYrJAVRfkFT/fvSmmSdNhBFCEKqZgLSLFId7EdIivnARTnsrbiSG2jAB6dgIQBECqenk9rbSu+5Fmt7+HooFE7Uswpmf/ziq4mCOdmLEm447nlz3ZvKZ/ahVDVhWAseC+qr5CN3Pjde9g0vOP49YvJw1O/exauMqlspuRHU9xapGFECxLLJFExDs2XOAgc0bueT8CyifveKk3K/jwSpabNvTR6ZgY+dMLrl0HuXxMGWxMEFdkLIcZreMfbfUqZOquWjJJO56Zjc+16Wu0o9Sfh5bNy9k4YRtmNoMpCvBGUQprMcQsD09nlVDH6VjJImmHFWALiWq5YDM4VqDCH08ts+PK1xqowEuu+htPJArcHm9l3Xl4eHh4eHh4eFxhFNavBKKQnTiPDKd2ykkB5lw/nL01i1IIWDKDECUul+Fw2jzFoAQaJpKajTBgytvZ1xlkBU3fJFpi8591fP3pUa5+Yl7aIhXMamqAcfJk8t2ECk78VK8Qyi6D9UfLnnFCLVUHigEZjKFGgyg6HqppTiAYyORBMqinP6hDxOqrMCxS23SJy8vLai2/emPCAFlzVOYee2NJyVGoWpo13ySF9t66JxxAev3dTP1uU2cddoM7KKN5SZKRseaXhKoDnU8VNRXFV+kY6MaAfyxsV9ktbYPkDJL7eWlK6nQTOxslowvjhSCp554iWvOnzVm8QQNlZX76nmpR2HZhAHqy3IkshKrMIRq12KXuscfxdHlo7Czr5K8EiAeNo/Z0XYFkysSzKgbIlM02NkT5v6Ht7O74wI+dO3ZdOaLrKgZO18cj1cycvevMB67j+GCiXbaYvynn4sjLR7e9gyZfArLX8OfR1QmRwvsMqKkFJ1yTdKVdjjgLGSyLgkaNdyw5B38zxN3seWuW6m/4v1QNw6BiqFUkLNTaEoElSDZkXb80Wo0fwTVCFA7ZcFJH5NQNSJNswhUTyTfvx8zOYgyM4ZUFFTXRh7MMxvMu9htrVR17mRiJITefYCq5VeiRmNIq8Dw+rsI1M4+IfEKx0QYBopQEJrAySQoJPvJGZWYhTyaZpBIZZjftY7hlb9ApocgHGW4dhabGxfTF6xi/conGM3lCQz3c6nVTnDFOSfpTh0fxaLFoc95RSzAtVeUTPrnnjaRpqYKunYlaRr36mWkf2vOPq2Z369qxdF0LMcmHKrivpEvYDg3M6P8UQiAkoNiEl7IncNm96PY+W66RyKo6pG5S6JgmUmEsxddb8IOVGAFfJjZIp945xza/RrBvGB6dGyN8j08PDw8PDw8PE5tTmnxCkriT3TSfLSBTvKKghPwgz+KiMbBsUplba6LMAwMw6BYKLJx205qasZx8Qc+xaQZc17z3H5NZ0njVIYzCRyzj77+Z3DdAuHIyeviJBSVQM0ErEziyJg0jcGXNjL00ib0UAgj5Kf5qqvRpItrmhg+H76yCPJQV6/eVhxfgMaFi9i/ciXZkSEWf+QfCVWdPHEoX17PfyWihFu7mTtzOjWVesm7yrYQlgW2BYYB/gAyOYJMjqI0TihlXkn3oPuugXRthFAI1k9G0f1vfOGTSCFvMjicwgZEziQcMrjhijncedsTCCTClkxrGdsOiIum1VJfppCxJKt3V6IFFGL2IFdPEqguh+vKhCNQLUAWkWZJG9QFbNoXZ03fZILkcA0DqakgwZGCumiOmkiemD/PtJpRqqLDuMm1bB1YQGPIR8w45T/e/78ml0li2w7hx+/liWQP2YiP/uEeGkI250w5gz9sW01Hyk9bOkRVwGV2zKHSLxjIOOwayrNi6gwc12WwkOXKUC3WYz9ke2srvfOXsei8yykLz6NYHCRvdVGwu4hWvfZcd7LR/EEizTORUlLs2EnPs49zX6KaJeEU2/NhYok+lst2CPshEMTd9RKJng6i7/gImfYn8ZWPJzR+yQnF4K+diXlgENeR5IoGw/l6rGwex+3EdhykpuPv3kv9Xd8miIsbCKMVczS3reahxiW8WNGEc9F1aGaRj+5/iCtPuwYuuv4k3aHjI5XJYwcM8sNZbjx/KlMmleZ4IQSqoiBdMHxvTUblkpkN1JeHacsWsG2H5oYGJjZP4sE9n2dX6zPMd3/OPu1ctubOoN2YS1Otw0jPALliJaZ1pCmBQoJJjTkkE+gYrcQO+MjlTS6Y18gV58/iW7v7+PSUsX/w4eHh4eHh4eHhcWrzd7O6DVY3oSg50v33o1rV2KNluFoNrhpFCEEhn6erfS/bd27FGO/n8s99isaaV8+wcV2bdGorVnobn5rkp6Kig46OXWh6GTX1V6HrJzdjxRevQQ/HsTIjJfN5IbALBUQ2QUNTHMOnoQoJkRjCMpH5LDKVRKmuw030QV8rauNU+vbvxbZszv7St2hcuvyE45LOQa8todDT3UVZOIzPzvDcymeovORColGLalnAMi2k44CuIVwXEa8stZLv6YCy8lIJZCQGjoXqDxOsn0KgsuHEb9ybxLFtOvszdHalkHmTufMbufSS0/jjfWsYLbooDiw87cQ9wt4M9VVRKoMGqWQRv+Fip21i0QQ1kR1IqwHNlrgaqJZESA3cBMIpeXRlTEgk/SjJDFK1QLWxw2FcTUG40NWn0dFdhvRX8VJ3DRdN2UzLxOn0qArjDK9k8K0mvOxsTEWyoW8/j2ZGaV31EP949lXMbZhILBDBcmw0Ucpi1IVkXBhaExLTVVBVSOazfOfRu/jj9rVcX97EVXNOp7yyGm3qHKJV9QghCLstJEfWkxhZh2FU4A+M5eeu5ImnGWGCB/YyKT3AIDBBh+n+HLquohYLiNoKuqYuI7ZlLfKub2KcdyGRlvNP+OqKL4yrVdPZq2HKAKqqoKsqfl3guC5oBqrPh+mP4M+MEnAyDEbruXfeO3hu/Oko0kWGY5xhDDNr8Zkw5e2Hjd/fKjZs6+SZrQNMqwzwgRtOP/y67ThYxSIGJdPzt4JQwGDexCp2tw/hHixFvXDxFJLpFGuy57OhfwrD4SayikZj0CaXNlnfWolQVJbMa8AwFCY2lDFvRhk1VXV86TuPYxkOliOp8Kt87rpFrEoWuKo+TrVff0vG6OHh4eHh4eHhcepyyopXRbOIIhR0/ciPWH/lNJJzPs6m5/+bub51dI5EWLWhiKFICBiMxCMsv7CMWbMWsX5wB92JTjTfBBY2TcenHTlPKrGRoYGnURSd+klBQuFphMJTMXxVCKGRT4/i2Bbh+EnohAUIoVA2eT6JPetK5YOqSvXc2dQbBXTHRNY2QyBcKsdTVEQkhlAU8okEwtXQJi1hJJ0l0d3NBf/+Q6pnnniGRWFgN4XkPpR4BcJRmDFxEr+89QdYVpEvfvXr6L4Aq/skM8v9NFdWoAgQ0kU4NgBqTQOqquBKCbaFZdno1c2E6iaj+t6aco8D3cPs7k1D3kI4DmcvaqayqoxAQMfJuoT9BvGwb0xjCoX8LJ09jtZnduMKiMgin3rf23HcRxDuMAo1KLYFQistnAvr0AWMmLC26yy6RmvwaXbJZsy1UTMpJBrILNLci6JOwlJidI0G2Ng1j6uvms0Puob45qwTNMP2OGFqz7mIXxVH+dHTe9Fck+z+XVjLLqe+rApXSqpCZYxkk2iKQtqCTYOC7oxLyPAR1v3c/vwj/OS5B1EVhacDYb705ZvRtWMX9ZHoTDKpHVhWgoG+R6lvvB5NC530sVhmFscpcqRTA6AIhM+P1bMfRUouPnca/Vt3YhVManwWBamwT1bwu13lhEZ6ucl1KISr0esnkxzZjW3b+PxxdCOCz//mHxhICf1ODQUng6pK/LqGoZSkHU1VMRTBY6FG8hffxNs7HmPDaDkPzLqc1orxLLC6KKAQLWvmkphDXh2ge2CIeDROwG8cblQxlvT3J9i2v5/sSIH3XjiN2rojnoGaqqLpOhYaDm+dwHbBogn8/pldCK3kCVldHuWmK8/kL+v28sKuSoKWxcT6Ms6eO55xVVE6rxjBlS4zJteiHWW+fvcD62ntS6JUxAgpkps/cR5KfTlKIs/CqvBbNTwPDw8PDw8PD49TmFNTvCoU2XP3T3ArKpl75bsPv+xK6LItVoUXkgw1sXxqP+Fpkv2ZEJty1Yxq5XQGkiwxIpwz/QraBvZz24Zn6Mwkedecs446j10yHhcqkdgyIoHpICVmagShqVi5JKgnt+RN0X1EmmeR79tHITmIv7oGqSzAKRRR6poQQkFKF1UBqShYI6MUN6xD1DSiL1wGTh+n3XQ1oYoqcl2b8FdPQTGOb5Hq5JNk+zeh1TUicXFlATc/iL+yHL9P57v/9xsYhk7KlKx89FHUDY/QEBRkJs4hFy7Hh0siOcpwNks2X2D7xs2cGXQ471++D2+RcAXQ2TFI/2gOx3RoGV/BJRfORjN0mhrL2dbdQ11zBbVVJ39h/0Zcf/Ec7l/bhpkvoqiCslgF61rfziLrh1RUSGy1CmkOotgbMGwYKMKD/d+irauI6ziIQ9kgQoAUCGkirS6EUokTiOH6fSjFIh+4/BwyFXUsF2niXsngW86e/i7uXPcUiq5CwUKk8jy19nlOr55ENFrO+PJx7Ev1o7kS23HZn5SoioqhSLb3tvPAulVEA0GkqlC0TZKpUcyChW07+INhKsrLMYwQmqrhuhqWOUomvZNYfOEJxS2lpJBPYFl5CrlBBBLbLiKlc7D0S5bei/kiSns7yo6dyNkzycybQc5ReeDJLpoDJlutGE+k4uTx8fWFI9iuxT89FGapspYL55YRjJQRK8uRz9hE4tPwB95c8wnXdTEtG+VgAwkpJQejQxVQlJJNaYto/XjSi1awqX8CnaM1BK0CIYp8VNmGlk9SKBtPgSx9g2309qfx+1Wa6muIho+dK1zbZGRkhFzBRCgKkbI4scjJm08OdA+z/UAGMz1KXRUMDPRRyBcJhGOEAn6EELhCwXRfI/NKuqQSIyQzOaQUBEJhyuMx1JPYmnDKuBjV8SBdfQlGRjOUx8MEfDpXnjmdy5ZNI5/LYeUzFK0iufQIU8aX43tZmWMimeMPT2zDiYSIaXDLZy6gZW4zz/ZlOC8s6evpwrRdNMNHeXkFfm8u8/Dw8PDw8PDw4BQVr7J7d+Lcfy9uXS3DQ/0EL7oGvWE8WzpfYk37dsbHa3hhwCEpg6Qdg0HLR21UQiHHgUIdljGDsOIyrX4675E6G377YwZb91J17QdK1kwyhuIGSmVzloKtZFB0Az1UhlBUjFDFGwd5HOjhGPrkBfgzIxQGOrACERyriJSyVMKiKAzkXUa7eqnr2EKZmUUMdxPKpKk57zIAktv/jFtIE2w4gewrRUWopSfniiJwhUo2MUxOSzOaTKFqCq6qE23bzNmrf0bxQCtSKIiXXqC3bi7rWs5lz75udu1tRTcLXN63jvEXnwu+sfW4ejmmZRMM+rCKKa65eAHhcCmehYtaeODZdirLApTFxv6p/vj6OHMmVvPc1gOEFYWgT8Euu4wH9kouH/kqsShoGlhDsDY5gxfFJ9GNAIPDrZh2FEM/ZOKuYFo5XHMPPj0IvnE4IT9Z02bFrAYWLZ7If+8b5Msz6sd8jB6vZHx5ORfqCr/+/RoS+/qRjuTOe9dx91duRtcNRFk5DQuns+DSs4jFfQirJKynCgXePmc5p4+fzedv/w6jG/awff8g837wR0zLxgVURaG2cSqXXHUu17+tgtoynUzOxHXNE4rZMnMkE50UCiPkO9fwkc/dxojpYmgqIMCVCMUBx0VmiyjpFDIQJB/xs+TyG/j3z72N3h0Bbl0zSlDXiKg55iirue9Ha/jopg6GRxwe+JXLtyM6/lCERWeexYc/fAOXroi+6VhVVSEc9JPP51FVlYJloSoK4XCQx372Tb77m0fp1wIYisOjvjwgSVg+XEuyzpHc76YIZBOYsQacEOTTLlOXXc9XvvQR9uzvIBKJUlNVTu+OF7nzrru479GnSSRTOI4LCHTdx7TTzuCDH/0077ryzBPOh9q+uxuHIn0bfsqHPnQziqpRyKaZ97av8MhtXzl43VLH0qNJ9Xdw122/4Nf3P0hbZze27ZYEPEWlrnkKb7/xo3zig++kPHRipXj/9auV/HldB6aEXXv72NM2yOnx0ny6c+Mqbv/VL/nz488yPJoulW0KpXSP5i7hvR+8ifdfeymbt3fx33euYlt/lqqyIDd/8nwWza3nGz++lef//Ef+YetOckUTx5UoikK4rJzlF1/HZz7zCeZNqT2h+D08PDw8PDw8PP6+OSXFK2yb0WKBSSN9DKx9iscaqlDaNlHM9/POeWexczjHlt5Otici6IpkZrnNxKhgy7DKntFh+vJlTA4H2NLTht8VLOwbIvv8j3jupTVMufydzFpwFqbVTzK1nlRuM+HyFlR17DKGjHA5Rrgc1zbJPnwHd2/NMEyImYEsm5M612t7Cek2sjKG7ujk/nIPVjKB0lyGU0gQP+2GE/JmUX1h/OWTyWcHKKjVJLIaeVNFdnYhpTzY706gPvALAu3bIRhHkQ61qQ42NMxnbaxbLjNjAAAgAElEQVQO5tcSnXcGZw29xGf8Uwhe/WlQ3zqfEtd2GDZt0gWbqVUBrrli3pFtbskZ/VCpy1ijKIKF02p5ZnMnjgKqqnPOvIn8qPU0ft1zOzM3/JawnuQ55Wq6ZRPRyii+wa109Bk4jkXGdFAVBUXJM74+Q1PdVNbvNMgF/ZiupDpk8NX3n8FfhnOcXh7COImZFh7Hi8svv/l5fvFvPyXlHHl1OF888o/uLrp2bGHzI1u56T8+xtmn1bCxa5TxFfXEIjFuf/B22n/1IOaQBUDyZVcYGBhgy4bnuOeBOfz0h+9nRrXG4ZK+48Cxiwz1b8d0BBHzfgZevJnN62D0DY8cASA4ZZSwLnn74ght7SmkSLPt8R/x2z27jnFpcoDhEWAkQffdv+GRR5/mljv/zEcuffPdESvjZYwkUqXmFkDBsoiqMNLTx67WPYf363+VY/sO/2Xv4dfCk9sIBcK4roVp5rnj+//EV7/1M5K5V3ZVBejtvYenH/49D/3zd7nt25/lRIqSfaEAB9bfQ2rkwDGvD6fzhAxobKxE358jfFTp84FND3Hdu2/ihR0Dr3rOgYF+Nq9bxT1/fojf/+Y2plYd3wMGx3Z4fO1+ulJFqkSBWEWAutpS18M/ffdzfPBr32M4++rH9vZ08fRjf+S3N/0fNNHEvpEcrt/Pgom1LJ0V4nPvWcH37nzuVY8dHByk7dZ/457f38mPfvMn3nvu7OOK38PDw8PDw8PD4++ft9ad9jUItEyj7AMf5dnFS7lf1/jRmsex80U+eMYNNFXNwHZLizlDKZWxhHVB3hZ0ZSSakKiKwq9XP8ZVP/w/vP+X/5e9E1qIX/kelr3jQ0ydfyZCNyirmI+ml2EWhxgaeBr34DnHEkUzkNk8ZxdaWZTbizHcz/uMPcR1B1W6+PNZeqbOonPycuwXHsHev5Xo7LchFPXwYu140cKN9I/4OTAcIFfU8esGYb+fSCBANBCgLBgkUdGIrQcxillcoXLH4o9w14J3kld9FIRGU0DjvAUh5NveBaE3nzlxMunuG+bZ7X2MdCf5p5vOJBY7Us5TNG10x0KXY/9/fIgzZ40j5NdxdB3LkdRXlnHVWdOxQ1U8oF7Pr+Wn2MZkLENnYpVG/2gtphNlydwmbnzbIj7xnjO4/eb3cNt3v0K8fD5JV8fWNMy8yT9eOY9ieZgyVXBJfewtG6PHEZ746bf4xL/++Bjh6rUoDO7gsV89QlDXOHdCJdfOW4FMdvPId350WLh6PdrWb+Gfv/hHkpaCegIzerGYwbJd9OJGQqM3s2/wrxGujiA0haIp6Q8LplxXTWHwD3S8TLh61euO9vKpG9/N8zuH33TMZZEwVRUx7INZSZbtkDPNV2Qn/bXIQgZsi7KyGAfWP8pXv/qT1xSujjqKu7/zOf79lgeP65olbFY9+DNWP/7AK7a4rkQA8+ZPJhQ0qIgFAbBS7bzvnR98TeHqaLY+8Vs++rF/wT7O6FRVobG2DNV1mFprMXdaLc31cZ66/etc9/ljhSshBL7Qy8opXYfHfv5v7Ny6llh1HNeFeFhw6xc//prC1dFk+9v4+A3vYWNb+jhH4OHh4eHh4eHh8ffOKSleKcEw1hln87VsHz+O+BhNp3lk6wtEDvopNcVr0BX1sL/JnlF4oV8ipUY8FOX5vVv51qO/xrEtdieH0JZfRNn7P0Pt3MUYRumptW6UEQg2AZJMajuJkbUndQzSdbDtImYxTSbVfdSfPjKZfjKFIdIHdlA40E713BksWDSeWq1ISAOfDn1GOf/V38JXVqbI57tIKkE6w5NJJNvoPfAiQ/3byaS6sczXeNz9BowUFFJKNQoOuiowNA1FCFQh8CsKg5bk1jlX0/WOq9hz2lncfNbn+N2sK4nqDhc7u1gccriurpxowE97Tyd9g0ky2fwJi2rHy8oXWhlKFZgY97F08bEdBf0+HVvVycu3LjNs+oRK5oyvxHTkYTPoRbMm8fFrlnHhuacxfXoDly0ax6euWcQn33kut379On7/k5v43teu4YsfO5+P3HAms6dPIp2RPL1uL24wgFUo8IW3L+T8C+ewYTDL2VUnt0umx3GSbeMbt/7XMaKNUH2s+MCHePCFVdz3k69T9rIkwM4ta/nzS9349HE0RivIrH6Onp7CMfuUNzTxr9/7BouvXwwvO37TM2u4/7keQsHjyyB1gQMdqwn1vINw10cxinCg682dQ0iJ6Upaiy7Jzl1seXTVsTsoOld/6GPce8e/ccGcY8Vua3Q33771juOKvaG6isp4FNd1EUJgOQ5Z6/hkmiqznxAFFLfA/Xf8iuTLprNpSy/ltrt/z798+LxXfHn+8NabGbDAp7+5r9U9G5/mxktO50f/8/PXF/oEBP0aZZFS9tRTd/yMp/ccm1NWPfE0fv67R/n19/+J6pe9FZ7948+4Z2Xbm4rtyLUF3/nsRVw0fzyGoTF9SiVkO/nXf/0exxSqqlE+8/3f0tfdwQ++/N5XnKZzz/Ok0jZl0TCLq0b56R1/PHYHI8ynvnYrTz78G86Zcex7JNe/me/8+O7ji9/Dw8PDw8PDw+PvnlOzbBD41coHSaeTRPxBwsEwjeXVZIt5YsEI9dEKgj4/ObOAIhRGigJwMVSwHIsHt6wmb5kYmo7pODhm8TWuUloqCEUnm9lLrPx0FOXEbkkhN0q+kKVYTOE6FtK1cewsIBFYIG1IO4i+XtRdexCVMXKzp6MaOrt6FJ7oy4Ku8WB/lLaUytvnOYyfZXNb3xSe/VOaWz4wTFlYo5AvkssOEAxVU1U7603H6ToOSAehlDoGHlr4SUpezLvSeXotGJk+Df/cqWQONFGbS6IU8sxWB5g7uItcYS6pFhXT7KGtqxpFgYpYlMba6leY9P4tSYykOTCSpXXfCNcvbiJcduxTfylKgzJtieM4qOoYlw9KGElkqYwHyRYsNu84wKyWUjfA+soybrxgNrbjoirisLClh1Wi4VeW+PzqvrX0mxIMl89fs4APXruI+7pGWVYZIvwWlUV6HMvowCiTJy6h4O9n7/ZtjOZNGmYv4Z7//hKVIT8supa7f/NL7l3ZcfgYx7YJ2Vn+vPk5tnTu5ok7736ZkKHw6X+5gSvOj3FnbioV3cMMP7fvqO0Wq5/dh3pTy3HF/NjKdTzz/Eb87lkINYCuKjy+7m4gc3if8bPmcfM3P0sQEykUkBLbtnFdietKYtVN6JbNaeUR9vxxHYPJYwUk35lXY7znGnor/Sy5rp9nttzK0Xllax65j878Z2l6k/qbrmtMah7Hnv2dJNNZzILF1BWX8vmqFgK6jtK1AWPPZvyuxHIk2pRGnuka5MHn9h9znmkN9XynRRDPtjFU0Hl0/fZjths1M/n6f3yXBRPjXLB0Ovs2X8lvXjxyjtHWNTy7fj/Nhg+r8FrfOUfo3r2af/jkp3ls1WYyxTdO0WturCKka4QjEcDirkf+8rI9Anz1B7/kg5fPAy6CgSHe883bj2x2Uzz2yMPccPYn3/Bar0Y8GuQz75jHLT/bSOvedVzzi6/zfPuxxaxljVMo9O3gGzfvoJjUaairIFVUCEXCNI6fyigT0ewiZeYg29dvYNvgsR5tF73/K/z3v5bia4mqLFnxTnqOepOsevBe+r/5EWpO2V8uHh4eHh4eHh4efytO2Z+AXzr3GioCUe5Y+yh+n8q5U+cTC5YySzRFRRUHDYQFqEJFERoZM8u06mY+d+M7+civ/5Mnd7/E4uYWzppyrE9GpmgynGjHKB5ACB1wkbLki3S8OI5JavQAmcwAorgL1epBCBWhBMCYi5ZxUNQkItiJs2UY9gzgtkzCXrYU/AaKIqlbMJWbb9nHcM5Bt3Kc3hLgqyti3PFSkDalQCGX4/erk3zysiocRyJUlUCw/I2DexXKIiHU/lKGgO26FC2LgFESnBwJrbkCpqvwhwNNXFDZxUfrt5E3Ber9LxAZGEYZ3EmQe7Df/WEy8+qI+Hy4RRgeTZJMZwkF/ETCQWoqy9H+xmLR7j09DIxmcFI5pja9smOZYzu4rovPUMdeuAKeXbeXL//Ps6RtUC2Hzbt6ePfL9tHeoN6rs2eE7/3iWVbu6kMYOh+7bA4fvHYxW5M56v069YGxEws9Xp/4hPn84r7b6Ol+is592+noHIaKaqzkY4zkVPp272Zra98xx/gDQa6Y46e5wsdvH1vLU89tOmZ7oKyS5bPGU5GGT0+exgNnZHhy9b6SgdRBtu2TpJ0g0Tf5Fu8bGuFPTz1LMquiqqeBUFCcNLsHjn1PNrcs4uLzFtK1r4NkOo+i6dQ11FFRFsLMpCkUMhQth9m+HI/sWf+K63zo8hnMqIrSbQYwa2dTXRGlezh1ePtQXxtbdg/QNK/6zQ2AkoH9lPGNdPT0MZTMMmXR+cxaejGGnsMXnM3m3/+F2F/WMruxkoFzJvG7f/7tMcfXzr6C2773WSZlWynm9tG7eRWJxLEC1Nx582lpLGN0ZJhAKMKCSy7iNy/++Kg9TFa+uJP3LS3/q5zHdm19nvue3PhXj3F8k4/mqg5csxtSFm07j73HsfqJXHzOEa+/C298F/Hv3M7oURrimo3bKABv1vmqWCyydtMWfv2HP9Hb30dtIUZ7x05eXlAZr6tm17795LMZbMdl3IIVRMqiNNfXkMhqxLIaKq0UC0nueeiJV1znmitXHP77uDMu5vRFU/nD6t2HX+vu3suOvQlqpnnl0R4eHh4eHh4e/9s4RcUrl/7eXTy+ax2KUChYFl+6/2doqsb1i8+jLBCmIVjJ8/3bCAWCLG0MMlp06Uj6WNI0g28/ehfrO3YTNvxs7t7PLU/ey9euvAmA9qFePn/vTzgw1ME3zmthdl0ZBcstpRudAMmRdtKZFJrdgb//Jlx9PmAj1WqcyplITcVWwihKBfK0OpyJKrK+FnQdbAdbwLQ6g/NOD7O+LYsvFOSiugFue87mvp1BEDZN9S7hgIaUAiltItFxhCN1xxVvKBigPBZlaCSBoiiYjoNq2wR1nSHTpqvoYCgK3cUwv+6eQlMoT0tohMtyw8QT3VhzLwZNxa8FcHZ3oo/24s68Aj0Uolg0SaQzjKbSjCRSlEXDNNRUoSp/mypV3e8jZ0nKdcHiRRNfsX3ajCbCkQCRV8lkGgt2dwzRMZxnXEwjopucNqPxTZ/juz97modf3EegtpKAZXLh6RPJAtOjAZQTMOn2OPmkUtsY6n8C3dBobmlkwrQmNMdh7UM72Nnfy72/e5rdvccKIysuP5eWaBDVUlgaChK14OiCYF/NRCosAzGaIei6jKgagahCfvSIfNC/pZ/+UZdo5Zv7nB0q9XUdCwUXVfMhCkPkzNwx+7VtfYIVZ6+kvb2fgmkhhEK4uo5r33cj/3jRXMq3P40zeSLZ9Agvbn25vXyUxXOX8t7pS0r/nDuHcRvu4R9//OSRXfLDtG3rguMQrwA0TWV8Qx2h9Fb6BraSr/FjOh1IRWWnXsOBCZfR9K5L+M4XP826/UdEM62snltu+Q/mn9lCsriMgDVI7x8eJvMyZaZywgLKDMEwAsuFSY0NRICjXZj2v7CH/NJlf9XXiXhZlq+qB5g5rZ6tW/e96mOUGv0PNMdvYcueSzljXAW97cduD4w/ndqjKoer6iYzv0HhyY4jA+nbsJehFIz7Ky0K167fRE9/L489+RTrtu0EFAzDID0yyPDAyx3RNAyZo2f7Wno6u7EdiZQQisbpnzqHeFUMaRXJ5IogJO3dL/Nz08fT2HT0/B3lzGlVx4hXpAZp29XDCk+88vDw8PDw8PD4X8epKV65LoPJEYK6j6Jbag0f1nxE/cHDu1wwYxG7evZQGZQM5mwmxlWWT17GlJpJDEwZZV37Hrb2thHxBTDd0lIgmUvyqd98n7UduxCKzn88t5dbr5hN2FDgBDKvpLQxiwkMZy++wc+juOBEr0QGp4NvCsIqYIdcED4cGYUyAXEBjlP6AygI9mWKOHP8TJ3p5yo6KRYFD47E8TcXoeDj9BmwfEoY23EIR+qJV0x6g8hen3E1VSSSGWzXQRGCvGWhKYKCK3FyacLK/2PvzuOjqu7Gj3/unTWZ7IEQCCBhCVgiGrSgGKiiNaAFFS3iAk9prHWhWIpPrZWi8tCmWpCaakF/pigoRlRcooW4BBVQY4UoBpUghiWBMJBkSDLJ7Pf3xwSSSSbJZAFi/b5fr7yUmXvvnLlz7lm+95xzVeymCHyayqHjeg5bIxkw6houm/Nj9AOH40WHodZK1OanUT7YhD1+NMqQ0YTjX+DX6fFQ3+DAXt+A3d7A4AGJWMJ7PoCk6FX2H6lj7Nhkho5IavX+8OH9iY+PIj7m9D1RsrmRZ/WlX3QY/aPsREebGZ3SOo3tcTg9NDiOMnBwOEcdYDbqMRkN6AB9N4Ouomc11JdRaf0AVVUp+8ZKVN8ILLEWIvQK+c+/wz8+2N1iD4UfT57KY3dNQV/txI2eI4fqONoicKIYQZ/oYJe1msd2l+DVPJjMKg3Nxr543BVU2e3Qp3Nrn/XvG88vrp3Cux/7RwHVOjzs+fRT3PWB0/4O7CnlQIt9a2pq+cefFrP59atY/ZuJDN3zBfYwPVXOwOlgqJFExo0JeCk+pmVZ4OSYPdhzAUPXcPw4+vWPEDYmGlfiKDQtDlt1EhPOG0fUpX3Y9t6zPLM5cFTbrXf/jekTR1BT7Q+4GaL6sN/UOoCmGs0Y9Ab0ej16nR69SY9ehebDj2rrD1DvnoAlhOtS8/nL/rCwGM4e6WHQ8JEs/PlwJt1QGnjQE6trqfW4fSZ2Ff+HYZYx7G9RXSl6Y8BSaIpBhzk8cCO35zBV9U4GRoX2XMSS0lIWP5KNTlUJCzOiKD48bo06bz3VNS0zqUbp9o9xuwN/e1dDPdVHyonu8yN+PHkS8dE+cNvZp7b4Ajo9Ol1gkyQsomUgto5jdUdDSrsQQgghhPjv0iuDV5oGl6eOJ2bIWF7/YBOOejuTLpzElWMuOrnNoLgEJp09Fq+rFKvdyWdlOn40IB6DTuWy0eeTHGHhlQ820mfIMOZOmIS7fic5m9/h0wMlRJvD0TSNYmsN739XybU/SkDThaEoXTsdJaWlNOxZQl/fWzR4/Gss6esepMKTxHeGFaSNHIDJqODzNS4x74OW8y0UoNrt4WiDj0vVYxzBxK3HE3Drvcwca+aiGDOT+0QSrzcQHplMZHRil8/vCSaTkRFDBrL3wCFcbjeqqlDnchMXFs599SWYP3yRrxPPIczn5KyqUnTOBmIN4LkgDZ/bjU5zoZijUapdaAYwHy/DZb4AV60bo16PQafD5fHg8Hg4Xmfnm+/2M/ysgURHWjpOXCcUfb4fW62XS6cMD/q+oqooaMRHd+dB9l33k3HDWBVh4ckXNjEg0kG0RaO2rhavt6OnmPmf3OX1eBg2OIzPjjhwO11M/skIkgfGn4aUi85qcOzHpzWgU8xERERhMOlAU9A0Bwe0YA9X0Kgs+5Z/f1nM1ZcOxeCGIcNBp4CnWd8+LNKIZtRxdlIsy6ecw78++Yp9nsD84/UdxmavBTq/cP+F56YybsxoVEXB5fPyxJIveDVILN9gNGI2qNTaAxeTL/7sLRZuHsKG26Yw6Lv/MDDcwJ7mG1jMhEUEBo99Wut1nqrrKlq91hnhcbG4R47H8sLf6KMNxTxtFmWHjuA0+/BU7uWJR5c3n2lJwrmX8au5V1BXfRyNxjXnNB8+r6vVsSP7xGB0HuPYsWPUqZFoQRaFr3MepMGpERFCVRKfeDZ3L7iaaZeaGWZ6kW/KDoEryEhazxE8HKPqcDVXjK5n26FcPt26E4MOPM2+jCU2PHAReU3D51NoflPG7T3E8Xo7EFpZeNOM6YwcNhSH08XRY8dI6NsHe4MbXcM+fvGL/1DbfM0qzYvb3fbaXcePfYU7cgYP/j6TfoZqriv+gI9sTWuqYTFhDg+c/hzsASDVdd0LcAohhBBCiO+n3hm8QsNt0DivTx1nXz4at8tFdEIYlcf8j9TWqwoVdifbDpbi9HjJGGjAaa/i7++tI6bWwLl9vFw4No5fTIrDGObkUNl6NK+dz/bvRlH1aIBBVTknPgadouDxeYmKHo6idH5aW8m+MnI2vIOrNgVVSQHF/0Q7VdGocRo57thN+bFarv3JSP+C6MGexqfT4dM0RkZFMK66mrgGO32GpLFxkMpb1lo+PW7n/aMOPre5SKxvwLblVf742/kMHjSwO6cZgKhIC0MGJbJ3fzler9c/hdDhwHLBFZhiwhm7eTWxhw+haj4aIiNo+NmlvP/FRna9CAvv+jU6kwn6DIZjxzEcKcLIpXiio3E21OP2eDAZ/OfD6fHg8XrZXXqAhPhYzhrQ7+Ti5N1VYS1jdP9aJl0QfCRadEwE/eNiCD+Ni8i3dMGPEvkg0cOB8sMsfXQ51qNH0evav/w0TcOn+UgeNJBSWxw6lwmj8zgmxx7gstOTcNEpWoMXpcGEZtaI6m9G0zT/n9eHC4hLiMPgsXOkqmna4HclJcy//QlqV9zLvPTR6KqMmIHmEwt9HhdejwtV9XB2Pwv/e/FwDsWqbAkYoqWgdGMKqdp4PRpVHeemjSbtvHOpO27jwL79ODUD19x8Hw8uupk4k4+cv8xnydPvBIxV/fDld/jij48w+aIMoh97FahsetPjwdtOYOOkbj6sVAXMM+/CpamYVDMWk56Ryf6Rjs/+OYuPSmwB2199w2yiFCcVxxwYDQZMRgNhYUYswR7cUfEpUft28+E2lY+PRTFrUB16HYE3IjqR/vPSr+Lv6VeCu4j1L8cxIKEMd91gWt7Z0NQw3A0lNGgaB5ypeB31fPKfYkxAQ7PtvM4W0/B6gE6nY9zYc9E0jT3f7cMSFkZcfF/CXInEG1QOtdhescTx+6V/55dX/ph3NuSwYNEymv/sH7y8nn2/upVzxw8mQmmxOJvHg88TQh6RadJCCCGEED9IvS545Wg4xHHbDhrq9+PxOPwLbCtQd/ibk9sYVCg6osflMTEx0cvIGCc/itNTZvPx939+zGu7DrPiT5dx9rAEaqxOVI8BnSeau0edR5KhjNf378fl9TGmTxSTh8VhNPYhIvLsLqX3na2fsq/8CGZTIlqLRrWq+DDqPXxbZsPl9mI26WkVu9I0lKoj+CLCsWg6Ljbbedk3kMt9DZwXqfKjgTVY42uo0g1jn24AZoeb9975hNfy3mT+nbd3Kc0txUZFMnLoYPZXHKW+3oXHq1Gr2XGfG8uRvlfwn2WbuEzvps9F6ezpN5BXX9yMrUrD7fkleoMB9dLr0PqdhWaqx7f7DYyjrscYFYnT6aChwYmJpgCWpmkcPnIMo17HgH59u5949z4aKp8hUR9Bv36z29jIx49HHwFHJTCh+5/ZCT6fj+07v2Tta2+ya/ceIsPN9OvTB8UcweEqG4qioWmtO2MaoFchMT6Osqoaqqqd9Av3UOOxU/DxV0wcN4afTDi930V0THWYUY+ZUMJ0oGooGqiKDhdh3H/XPCzRkWgNlSz569O8VthsEp7LzpP/epfrMwYSkeSjjwrHm/XjnS6VMMtQosIiMJoHMShRIyliacBn63X9iYsIcTGjDky++ja2T7+V41WVHNq3j6MOlfMvOJ+IxgE7Dz7+DIU7zmfTjmYjpepK2PnldiaPmMigsPDAA7q8uFyBI5XUIMHrvpEDup32ML0Ow03zGke6Nmoo47l16wO363MBU9LHUVtXi9uj4XC70TlUvDoFi671FGOnbT/2sKuYmD6KsVo47H2TloMno8xDsJgUfO5Qo1gKGMZy+dT7sR56iYpd37beQo0kLGwCZ507gfhhlWzZ/iXa/k288mwxzUNxjnpPYNhLUVBbTM0z6pKIs0SEmLbmh1IYnDQAg16PTq8D1UKywcCXLba7MfNv/PW3/nI45Q9/o6psL4ufeLVpg+Ml7Dt0CLiIgcYWo7+cXtyuwOBV0DwS0bV1HoUQQgghxPdbrwpeOR0VHDn8Fh7PcVTViE5nBAXUagM6xYQvzAkK6HUKHnQkRMD5kQpag4qmQFyDiYzUVHw1Rqr2RWDXNEwxBtCpeBtqKbNWU3jkCA6vD4OqsP7bMo57a/nr9XeiN3R+qg1AfGwUPp8Pl6sBRQGjQY9PA59Pw4t/9Mz5oxIJMxvwBZsmpurQfbYNLdyLLimB/Hf3UlBjIW60iaSJA/D4jCTEjOCcfhdxqcHfIbzxiWzcbjeapvXY6KUISzhDLUYO7fmA40MsKMoxcDow6Puyd8hFnHfFVGIGD6D0k5dA86KqOn+oTvOBTo8y9icoPg3f4c/x7M1HHZaByRyBQa+jrs6Bpml4fD48Ph86ncrho1VER0ZgCe/eOlTuqo84UL6f/kOmAW08edFTzkWD72fdjpsBD6cj25fuP8g772+h+OuveP/jT9EUBZPBiA2NKquVPnHxaK4GXC5XwGgZrdl/dXodxzUflcdr8XqdVPsUfD5ocLq5d+nf2LjuGWJjok/5dxGhi0kei85gxKC5UFUFn8+N01mJs/4IgwerYHFhjE7kwT9dySczVlHRbNbVsX07KbM7GJHQH6ORwGE1jnii+15JTOPgQa3uIMeOBV77OnMC0T24ppyiqMTE9yUmPkiQ2TSAyef0DwxeAQ1O/3RCk7nFNeZ14qxvCHjp2NGWo2yMxET16W6yAdAr+OdeNvrszZf54KvKgG2m3nATF593FocPlqFpbtxe8Hi91DQ4cDZelc1DPzX8iCPxlxLf4GZAeBhf7fLhaPEVLFEDMBtA6+QgqLiYJOJibufQzt8FebcpFRER8Uz9ySUc3xuGUf+wvzhr5D1+gAZXDWajP4DpcbiwVQV+C314P6LDuzYC1WxuFmxS9ejCWo9UvmzGhQH/vvwnk3ngiVcDzmNpmX+hd5O5xcgrRwOOhgagaTH2Y0dbTs20EBPd+omyQgghhBDiv1+vCV75fC6OHd2MT6vDXu2lptLKoLP741DR5t4AACAASURBVPP58Hnd6Jxm1HoLqqrgcLnZXbwfs15FNfTDazaB6qWhtoER/fWMzzyH8D4mcHjwGTWUcC+OaB+bvj1GpctBnNmAzenG5XGw3z4Qp9K5BbSbu+byiYSHmTl4+AiKolC8Zx9hJhjYJwKvpjFycB/OHZGAz+vDF2zKoKLhvvAylI/fQCnZzQUjokhSIzhn9Chi4kdhCR9MeHifVk9DNDROx+spHsD54esYd7yA6ZrLMMYnU+sagVHtxx2/mIjOHEEDlUycFEfSwEkcLuuPXt+YfTQNXP5Oq5p4Llpkf3zln0C/NNSIBCIioKZOQe8Dnc+NT9NwuNxUHq/pcvDKWbcDnS4W77GX8bpsXJLaNAZB09yg+VDUxs6WomIwGDh4aB8H933BoCHnd+dUhSQ2Jpp3t37Ert3fERUZhUGvx2Aw4PV50ak6HC4vfWP7oFMVdDodqqqia/xTVR06VYeqKiiqwvBkAx6vF4fTgU5VibREcGXGZCIjenbtMNF9iqqHyAF8UbKPikPlHD16mOLPN2MYfhFL5s3A46xHZzAx7Nz+DO2ziorm866UCGL7XsugOBfDU/7K1180Pceu9vAOSsrr6JvsHzVTWVbC9iOBTyy0jB5GfGyLgEAX+NxOjhypoOLIIcoPHaamqpoj7nBuvvFGEpplOU+QAE2YyX/NjUpLhLebv3OU4q93wcQhjf+2s/Xb8sCdzX3oN6rzT+IMxVsfbCYguUoE186cTr/IcGJHJFNTV4/L7cZ2vBZNNdF3cF8iVKhtdr+h/MBX1HhMGH0NxFjCqK6uoL7F5/Q5/2zM+Kjv0vRHM+boc0PaMrpvHwYPM1GyuykP2A5s4Zuv/h8XpU7H4zhE2Tf/4fNjgftFpo4gpmv3aQLp4jn/klRe/aYg4GWnMzDYZEBBDwHn3mj2B71GnZcI275u9k45xd/sZtr5jSOrtCq27m2xvlVUP/qN6P50eSGEEEII8f3Ta4JXHo8dt7saFJXwiHBMYQZ8WmPPId6H112LVu3CHG3k2HEHG1/expABEcyZOBGfXo+iGYkLN5OQGIXm0eFz+dC8oNW58JnAbILFl47ija/LeaHoIPVOF+PPGsntP7mGwfFdezQ7gNlkYvrk9JP/tlZWYzRohKl1uF0NOF11uDw+NE2jrW6lEpeA/opM9Ds+4cK4KCwXX42mhqO0XBPkFDIA5kk/w/XpO/RZ8zZ9lrxMtSEaW3Ulxxuc6L7Zjhr2La4BRoYOvoRRQwdgq7FjNhkxGfWojcEWfC4US19ITEOr3ovP60SJGkiYp5zqo4fZblVIiI5icEIMx2vq8PXri6p2fq0x0Dhe/ji1lQeYe8kRzurXtBi2z1uL4/gn6EyJKICjrgyPy80152xj4xsPctudK0F/ajtAMdFRPLXsL1RV27AeqwTNv0C+w+li8MD+mIwm1GaBK1VV/AErnYpO1aFTlYCApdfrpeS7fUSGh5M0ILHHRtyJrtM0Dc3XOkrx3cevM+mq2wI67PHDqrjrtgUkNwYOdn2zlR0tFgyKjB/HkIRE0EH6hZeT90XTdCtPTTlPPbWBi7PmAPDa0/+iOjB2xU/HjiaugyJDUZQO8467ajc//+kUtu0+0vgUVoB4+qdcyKxJyQD4ju/lzc/2Be5oGcG5P/IHXy6cPBPTw28FrNu1dtVa7rz5KgZY4Nv389j2wa6A3ROSzmLC2a3LYp/X1yp43ymuo3y55cOAlyKGTGBymn+NPKPBQJ9Y/wjGAQl98AFnWW7gnKTlfHSw+uQ+33y8jS+/q+JXU0ZD/SHeW/9Giw/Sc/WEUWjeQ11OrxJs0axgx4oaxoQf/4R3dzdFCJ3Vx3k2rz8XnTcCfcQgXl+Thb3FaN+MH6fS1qTBziZ5wkVXwKrA4NWrz+ZxxxVNT5V8/8OCwKAhKqlD/VNDJ1z2c9QnNgdMdXzmn2u47eeXEG+EXRs38OmnewP2HjQ4mXEpTaNNvR4PrefiCyGEEEKI/0a9JnilOd0olXow+tCHgcFoxnficVte/Ot3xBlxekyU7K4mIiKCcFMfGo7FEabzoCl6NJ8Hp7sGxaQDo4IW4cJn8KAYVbwe0FQd088ZyfkJqWzf+CVzf/0g4aaem2YDkBB/YkpDHCY0wjytn1rViqKi0xlg8Niml3o0VaExJw7E9ZtH8H6Sj6LT0zc6jL7RA6murMS+ciX6Y7upmzCTYz+JQvXZ0KkKDQ4nRoMBo0GPyWTEaNCD1wWmOIjy4SvdhGLpR3h1MccOenjtiwjGn51Mcv84fD6ty/0OU8T5mIaP5rj3Tb7+6i3Oim1awFynj8MSfyUAHsdBFHbhiL+T2n0fse2zUiZ/+wnDR13HqT7LMdFRxERHERUZSU1NLX3iY4mMjOhS4ElVVcLDzERHR0ngqpc4dPgQ3323l7JDZXjc/i66qjPgq6kkuU84JceaxuVU7i3g59Onc/XlF+KqOcxr69biaHG8QcPC+ff6daiKgicsHD0Bs8JYu/xuju55m4j6cvLffb/F3nrCFQ/rc9fS4Ag+Z02n01Fx+DClpd/h8/lwu4Nsp6gYVRdhZrVZ4AqgkgWZ1/LpdVeSEGXiwzdf4qOS6oBdzxo+iNL/vEn5Zz58NeUM7hvGnqNNUwUPFK3nisuqGT8yng835VHR4tpPHDiYD15dh8fZdGb0ej3fffctL+auw2w2B3/gRTt0egN1R/bw3u7agNfjYlxsfO15jD5XwIjYE8G9MKPK4GFJAcErvBXce+sNfDRlAqXb3+fDL8oCjhneZyjlOz/m89LP8foUysvLgp/jNphMZnb956NWr9cc+IJnn3sOxeM6GdoymsNQIqNaTW38f3++m0O73sFYvY/8gpZ5xITJY2d97hoaHE05S1VVbDYbX37xBUaTCY+n9VMUW1J0Brx1Pob2M/Pdkabf650X/8Kk+q+5ZEwyFd98zroN/w7YLzxuKBVfbecF65c4jh5lUIyB/bamc1Ty0bNcNvkIY5Mj2bzxDapafG7igCTeXb8Ol8M/Fd3lchEW3mJ9NSGEEEII8V+p1wSvdPow9O5IPPV2sKv+ta4ANA3N6QVNQzXraHBoxCrh3Dt7PHHxZpSwOjxGD5pJRfM50TQvilEPOhUFFaMxAYM+hnDLWeh0FsLCkhg40EjayGmYejhw1ZqCTh/aI8l7AwWIOmsYnkF30nwwVIQlHN+Ic3Ef+Y6IioMoEUaq7RoutwtVVXH7fDS4XKj1DZgMBlRV8Y8m0oWj6zcJw8FNOJU4okeey90pEVhMRpwuDwnxEeh0XRl1dYKZoSOv50qDBbO2G5+rDNUYOKJKbx5EVOJsJiTOZkjqIc4/cpRoyxfUHPw7uvCRmKPGozPEdyMNHYuNiSYmOrJpmmUXnFgwWQJXvcc1115HQ0M9LYOg4RER9I9UuGbuH2g4Gf/R2L45jx0f/Bs0b6ugbULKj1m5/BGGJxhwejQsUy7j2JEKVrzw3sltNLeNja88HzQt5135K/5v8W8weR14g4wGA38ecjqd1NbU0DchAZ8vyBp8gMEYxgU/GsTVV13D10eagu8V337Bikd2oioELoYOGKJH8NiTq7hsVDx1DW4skRHEmxVmZN5H0xE0dhW+za7C1p+pjx9N1rKlpA+LpaHFwu4/vWJKp4NWJ5jCo9j51goanIGLU5133vnMuO463HXHgwbQdUYTPx49lN1XT6eotCmAVV2+i2dydrXeAT2/vn8pv7rlKg4euABFVYmOjm7zHAcTHm4hUjvY+vWEoUy5ajqKq+FkoEpRdfzsikuoOHyIJ19rCnj5nMfIe/GZoMe/6Lq7ePC+O1BdDa0Cdi6Xi8mTLyehX7+Q0xwWGcmwCCNX/s89nBz36q1ny2vPs+W1YHsYWZi1jHk3T6a2tp7wyKuJVD3c8Jv/azb6yscX2/7NF9ta723uP5aHly1hbJIFh9uLpmlER0djMn1/6lghhBBCCNF1vSZ4pQ+LpO+YK2ioKkfDh+Z143ZX4fHW4rSX4VMceMMM6FWN1EEKqt6MhobH678brSg6zOYhKIoBk6kvRkM8qmrCHD4AVW3duDVF9cxTuf7bKPif5ticwRxG7Lws7OMup+HDNxhkMdA/aQDlhyqoravH5fHgbewLuTweFEVBr9OhKE4gHKX/NNxeHwbVQILiw+v1ER5mpn9CzyzOPHToVNwNZ1Nj3YA56gLMUcGfwjcgcQADEgcA5+Lz1tFg28zxssdQFBOm6IsIi7oQRRcOmgeUnrs0/AG67gTp/CRw1btERUUR1UY5csWce8l1e/if3zyEraFpZInma7lIOSQOO48161/iglGBT1Fb9uS/sNXPYvXrH7ebjuHpN7Pm6UdJijMDPVOuxZ0/lVdfWs0NcxfwxV5r0xuaRsvYmCV+JE/kPM/V40cAENE4q+uqX/6B1cetzP3fFbhaf+2TjPEjeGzNOq68YDj02DdocvjrclrMsCRpQDqx4WZoZ4H7PrHpvJy7mp/9fC5fH6huczswcsP/ZvPX3/4cIzAiJaXLaY2LaT2pT6+z0C82imBn5h85azjeMJPc/B3tHvdHl2XyzKq/0i/GAARf9GrgwM5PpZ40ZyGPH6tm/n1Z1LraCXqpRm56cBV/uu1qDEC4xZ+G6+c9wFM1R/n1/atoJ4sQlpjKqufWcek5ZwEgj6kQQgghhPjh6TXBKwBjRDzGiNajYJzuo2jeE/fvGzvwAbfLNRTFgNHUF0XpfpBAtKYqEDn+MkwXTEbRfITrdYwYMgiHy43H7cZWW0ddfQMNDiderw+vz//np/jXxMKH2WSib1wMfWKju7jWVXCGsCFE9Z9LzeFn8dYfwpJwNahtL2qv6iKwxE8jPGYyrobduOxfYa/Ox2AajKf2W8ITZ6C0s78QHZmeeT+fj7ucZ55bx9sffExNTS0Nbg9oCkaTiT6J/Zl2/WxuuO4aBie0DiiokYN5OncT12x4kbW5L/P13gM4XR5QVEwmM/FnpXD9z2/k5uumERfR83l15MSb2PrxRF56/jlefCOfI5VV1Dc48Gkaer2ByH6DuGL6dfxy5rUMHRjkiYTATQuWk3rRVaxe/QwffPoFdrsDnwZ6vYGI+AQmXD6N2+bcxOihiT2e/hPcffszbtyFRESEg+ajzqMjddLwkPYdOu5qPtz2Kc8/u5oN/36XI5U2vF4fiqonPCKC4eddzC/nzGHKT8b2QHgaovucRXr6xRiN/hsuzoZ6hk8Y4b9BE2R7Q9ww1m54j+tffoHnX3yF3fvKcTXmEbPZTN/ks5l5w83ceM1UosNPTXX/i98t5ZKp15O77v/x5rsfU1llx+31oagqYRERjLzwMn49+xYmXzQmyDnSkfnHJzhv4tU8s/pZtu4oxl7vRNNAbzAS2acfkzKu5le33MjIs4LnMSGEEEII8cOgaF2dj9EOn8/H2mefYfo11xAbG9fq/Xq7naeeXMlvf3dPSNNBQh1xcgq+SsDnP/XkSmZc93P69Olzyj6rpyiKwkfbtnLs2DGmX31Nj6VXUZSAY7X8bRxOF16fD5/PR5WtBq/Xi6IoxMZEYTQYMBsNJ4NWLY9TW1PDC+ue59bbfo2qql1Ksz99QLCFj4PvcLJTGLhbaPsrisKaZ1bzk0su4awhyb0+X4A/zdu2buG4zcaVP5sWdJuqykpef20DczN/dZpT13sUf/kl3+4p4ZoZ1/XI8Rz1dhwuNxoKZnMYYWZjp/Z3ORqodzhBUQkLC8dkPL33HjweF/V2/5QzvdFMRDujloLxed3U1dXj08BgNBEebj4ja/t1nY/6OjsujxdVp8disfgfrNCLuBz11DtcKIqKOdyCyXD6HvoBgOajvq4Op8eHotNhsURg0IV+jnweF3X2hsY8YsYS3r0pgfmbNhITE8P4Cy/q1nGEEEIIIcSZd0ZGXh09epRDhw7x2IpHz8THd4lOp2PH9u1UVVYRHh7e64MUJxbh9Xjc7N+3r1Nrr3SHf8Hjxv9v0TXV0PxPaAv6QC3/ejxff/UVDQ0NrYJkvZVer+eLz4vYv38fMTGxp+08d5fT6eRn06af6WT8oJjDLZi7sba00RyG0RzWcwnqJL3eSFR05wJuzak6A1HR3+cJXyrhEZH05uXBjeZwjN3JZN2lqIRHRnX5HKndzGNCCCGEEOK/1xkJXp01ZAiPLPv+BK5OqKqsJCo6ulsLb4u2+Xw+bNXVxMWf2gXUe1p1dRUREZEYDDLNUAghhBBCCCGE6GkShemE71tQ5ftGVdXv5TkONjVW/HdQenBdNiHE6dWT6yoKIYQQQogzS4JXQggRhKb5OHb0KDU1Nbhcro53EEL0GiaTiaNWK5YIy5lOihBCCCGE6AESvBJCiCCSkgbidH3Iyy+tD/mhEUKI3sNeV8cll04+08kQQgghhBA9QIJXQggRRFx8PHfe9ZsznQwhhBBCCCGE+MGTBSGEEEIIIYQQQgghRK91yoJXiqqgIFNthPg+UlUVRZHYthBCCCGEEEKIM++UTBtUVZXqqip27Sqmb98EvF7vqfgYIcQpoNPpsB45wnFb9ZlOihBCCCGEEEIIcerWvBp/4QT27v2Ww4cPn6qPEEKcAoqi4HA0MCF94plOihBCCCGEEEIIgaJpmnamEyGEEEIIIYQQQgghRDCyqI0QQgghhBBCCCGE6LUkeCWEEEIIIYQQQgghei0JXgkhhBBCCCGEEEKIXkuCV0IIIYQQQgghhBCi15LglRBCCCGEEEIIIYTotSR4JYQQQgghhBBCCCF6LQleCSGEEEIIIYQQQoheS4JXQgghhBBCCCGEEKLXkuCVOOmzDzaS/9GXbb7/yTtvULjrwGlMkRBC9Izvigt5+Y232bN7O49nreCrA8dbbbP7s/d5e0vRGUidEEIIIYQQoj0SvBIAvPvyY9zzz9fod9ZZbW6T1C+Mh37/K54s+Oo0pkwIIbrn68JXue2hx6l32clacCu/+eNC9tpqWm03IKkv6x6/j3tX55+BVAohhBBCCCHaomiapp3pRIgza88H65l61z/J3fQWFwy0tLvtdx/mknHLUnLeeZ9JI/ucphQKIUTX1H73HyZNv5P/ffJFbrp4KPu2Pk/qT+ew7uNSpp83uNX29rLPuTR9BreufJXbpp57BlIshBBCCCGEaElGXv3QeWu5/867Sb/+xoDAVUNtNUXbP6Nk/yE8zcKbQyfNYvYFfVjwh6wzkFghhOic5b+7m/BR47jp4qEAqHoTqk6PwWikrvII3+4rDyjjLAPP44+/nMqDC+/lqOcMJVoIIYQQQggRQIJXP3C7t7zOq181cO1Pf3bytW8+ymPqVdfy5DNruOFnF3P9/2RR72va58qbprDz7TW8/23rNWOEEKK3qD3wGave+pwrp94c8LpBr/DS3xZx0dhzGJE8hJt+8xB1zcq4iddeSX3pe7z0bttrAAohhBBCCCFOHwle/cB99t5L6OIjGHl2/5Ov/W3Jg3ytjWLVP7J59DfXsSlvOSXHnCffT079Mbr6Kt4rkI6dEKL3+ubjPCp9DZz34+STrymKQl2NkxJ7DGvy3uO+m3/KS088yJ//vunkNvFDR9PfYGDj65+ciWQLIYQQQgghWpDg1Q9caYkVVVUxGpuywh0LFvPMn+eyfetGnn37E1SDGZ3StE+YOYoEfOwv23kGUiyEEKE5uNeKxwdhYbqTr2k+H4YwA/97/wLSxpzDX/65igsS4IOPX27a0RjOQJ2XQ+X/QRaFFEIIIYQQ4syT4NUPnM3mwacpNF+2P2XUMF5+9C8sX19I2oR0jDqgWfBKa/xzuuynObVCCBG6muP+EaMtn0uiaBoqXv8/ogZzyYRU7A0ummYOamiKhttdd2IrIYQQQgghxBkkwasfuKT+YehUDfVEcEqrJvPaSyiOS2Nd9oNMnXguHq+G19sseoWGF0iMGXYGUiyEEKFJ7BcJgKI0VXWa/wVU3YnRWE72lR0jMe5HzSpEBY9PT3xkCvrTl1whhBBCCCFEGyR49QN33uWXUF/n5OCROv8LdVUcrqrEWWPnwMHvWPnok9iP28l94Vm+OVwLgO14BYcxMTxl+BlMuRBCtO/siRNQDXq+3V/V9KLPg9ft5nD5EQC+yP8n+bv1zJs/5+QmXnsV32owbPQ5pzvJQgghhBBCiCAkePUDN2HytSSrDgq3F/tfiBzGjbf+hq/eeIzLrr+T8ITRDDRqbP/kc2KjLQB8/sG7xPQdw/SMMWcw5UII0b6zzruMy4b0ZevmpoXXE0ZdyC9mpJP1u19w+7w7+OPyDfxjzZtMu2DAyW2+2/ERNc4obr5h8plIthBCCCGEEKIFRWu5GIj4wfnnH27iqf/E8p/3nsAAaD4vVZWV6MOjiQ43UFN9HFNENCajCtRy9SXpDJq+hMd/d/WZTroQQrTrvTVLyPzzNrYU5TMo/MSrXqyHDlJxrI5BycOIjQwL2OdPv7qSbdpECp6+77SnVwghhBBCCNGaBK8ENFSQefVPGXjtH3nojhvb3fT5P/yGF7+NYN3LWUScpuQJIUTXuVkydwp74ybxr+UPoOtg60+eeYw/PPkJq99+geTI05JAIYQQQgghRAdk2qCAsESefOl1vLvfZN27n7W52dvP/ZOCyn7kPPtnCVwJIb4nDCx++mV+HFPG8mdebXfLXVvy+Mdbpfxz/VMSuBJCCCGEEKIXkZFX4iS300m90010VPDQlK26GlNkNGF6iXkKIb5ffF4PNbX1RMdEobSxTV3NcXzGcKLMhtOaNiGEEEIIIUT7JHglhBBCCCGEEEIIIXotGUIjhBBCCCGEEEIIIXotCV4JIYQQQgghhBBCiF5LgldCCCGEEEIIIYQQoteS4JUQQgghhBBCCCGE6LUkeCWEEEIIIYQQQgghei0JXgkhhBBCCCGEEEKIXkuCV0IIIYQQQgghhBCi15LglRBCCCGEEEIIIYTotSR4JYQQQgghhBBCCCF6LQleCSGEEEIIIYQQQoheS4JXQgghhBBCCCGEEKLXkuCVEEIIIYQQQgghhOi1JHglhBBCCCGEEEIIIXotCV4JIYQQQgghhBBCiF5LgldCCCGEEEIIIYQQoteS4JUQQgghhBBCCCGE6LUkeCWEEEIIIYQQQgghei0JXgkhhBBCCCGEEEKIXkuCV0IIIYQQQgghhBCi15LglRBCCCGEEEIIIYTotSR4FYTbbsfu6MKODivF24sotfV4kpqxUbq9iOIKdxvvu7HuKqJoX1cS0Z19xSnhdWOvteP2numEfM915zzaSinaXoy1K2WC/H49ovzDHHLeKMZ+phMi/jsc3ErO6jyKa3viYP8F9WY3yinbviKKdllpq0UigutyO7M36E6dGAqHHXtt13KU5EfRG5ypfuT3ulz5nnNXFFO0vZTvcUvge+P0Ba+O5rNo5kxmdvT3dHHnj20rpajHgkZWCv4yl7nPdSEdtUXkPpxFwYEWr4f63e/Px9rhh5RR8HAWuUXVbbxfTdG6LLLeLWv9zbbnkrVwLjfPnMnMmTdz20Or2Foe2r4dse/K68HOQAu1xeStziFvV6hd1+adCRsFK+Yx74WSTn9s8dOh/iYdaKuj5A6hgbZrDXMzsyio6sLn7sxh5sxF5B9t8fo3ucybv5yCyi4cs6fSEAJ/RdBDDeSqArIy57JmVxf2PVBA1sO5FIWct0vInT+P5Ztt3fvcAI35eEVBBxWjneI3Qgz09Gi51Ha6m4LtjWn7sLzDvVqqLsknv7C8lwWvQv1Nytm6umvfO5jOlkvWjYuYOTOHVjVatwI4VvLv71x93WY6KgtYPn8eud+EeKCAxn0Xy/fq3eRvLKS8Rxr5na83m3ewS14IJQ+11FjH9VQnvRv1TNm7WWStK6Jli6T46RDKlpkzydnZjXQ3ywu2zcuZNz+XTtf0jeVgqOnwt3W2Ug6dz7sndaOd2Vltfr9icmbOZNHGLpTuna4TO6f4ubnMzVzTuqwIQVv58YzqYj4pfrqLfaKQdL4MP2XH6kY7sceO09v7ke1oqkN6rlwpeWFeSOVp6H0/f3nTcZ0QpI0Qsp5pb4b63VuqLsol6+ECOt+D7lhAvSPQd27zYnJmLiG/w+0yWLw+k9Rg7yxaT+aYzn1qhw4UkPVwvv/YMe1stzOHmUvbSP2ITB7/cwYJQd+0kn//PHL2dHa/Rn0zWLo+o70tKH56JktK290kQMnqecxc3c4GyYH/tH2YxYLHi0m+4QGeuCaFGF85BY89RPbvs+CJ+0hv77yFwH6gkPyNbhKmTiM1shM71paS/69VvLK9FJsDDJFJpF5xHXN+lk6SpXEbRzmFG/MhcRrTRlvaPZyfvzORk7yY9bcm4D5mxRrpCtii+OmZLHk7+N5dzaPWjYuYtzq5dd6v3k3+xlIG/izw3FjfzQq+fYhsRWtZ9vgmSmrdGCJTmDLvHmanhfBDuuxYK6px+7rwoc34v2/w4r0nrvPqolyyVkPmE0vJMLe9XXu/Zcrcx1k6ta2rs53y7IrFrL+1/V/F+mE2WU9vpdxhwDJqGvfdO4sUC4ALe4WVaoer3f1DST+k+L9/X5c/H+Om/aPaKS/MJ9+dwLTpqbR7tZyCcqk1f7C9dO7jLJ2KP23J48mclOR/+2g+i+7KCd5I6LBsbadcbqGz+bFnf5Nqdm/MJ//SsU3fuy1eK0Uv57Dm7WLKa91gsJA0JoM5v5xFWt8QEx/0nJawZGaznH7FYtaPC14uAWAvJf/pbNZsK8eNgaSL5zD/1gySQyl+O8vnprrCSkxol0tj4z6H5EXryYxxtS7f26nnLdOXsvqWlNDT1l7+5ET5EvrhTih7N4usUn/+dtmtWI91lIdaaqzj6N410u510c55DOV6Sr11PetvbWeDxnPbLc3ywjRHNdaKmMDz6LVR9Nwyst8uwe42EDN6CnfMm01afNc/0t/WSWb83HSSguTdNsuOEOqUjvJbk7bb2N3VXr3efn3avWO3n6c6fjKmmAAAIABJREFULuu71+YItS45UfaHsF/z+ivUMs5rJf+hBeye+hTzLwqxsK3IY9HCYqa0bMd77ZS+ncOqVwsptfnrkoSUyWTeOTv0ugRot51kyGDx8x3nwy63VZs51e3NXt+PrNhK9sMr2VruP4fT/vc+Zo3y55HO1CHtnUdoOpcuuxVrhb3DY4be90slc/16MjtMWwcf2K6utzebl23Bvvup6DMG429zt84PAfVOz3zU91ong1d+7VVg3c98nee2++/H2+1uwNDB1i0rn1AkkPHn9bTs5hU/PZMlB8DY0e6VBSx/aAPt9QFdNmBQ6Clq+zdoLCADXitny+tFcPFC7rsuxd+h1SUxeV4mxZnLyX2vnPTrunM5WCna6i8OCrdbmXZViI0bRzE5v19C4ej5LM1JJ8EAblsJeY8+xIJPrax4ZAZJurZ2bqNCvcIfsApJKBVGr1BCzl0zyWmWd+2fZnPXskIGTr2HFdcnYH05m2VZd1F9z1PMH3cqepitJUxdyvoWHTf3x9ncvMLKwP7dP7673n8LLKQh0F36LYNVpv7rZ02b+a7RnrUseryQhBuW8viFVnKXZvPQw7GsWNL5/NS8k9dmADRUR4vYsgegkMKKaUxLbGfbniqX2mjMhdSxDxpAK2fD/AXkDkzo4FwGL5cDdLGD3JO/iXtnIVsBPiukyJ5GWpuXp42tjywg+8BYMv/wBBkjYsBWQv7Ty8j6bSnzQ73JEEJQEoCdhcFf95aT99Ai1taOJfPP95FGEWsfzWHRQy4eyZrWTpncUrDGemAQLWXu4yy9IMiubTQyMxatJ7OjsmVMJuvXt2gi124lKzMbe3zX7tJ01LEO9lrQjkpjOdV9buy1APbQRl6FEjhpKdh5PJrPorvWQAh5oOSFeWR/3M4GXjvVtLrPFuTzTuSDDDKuyCf/ZAcig8VPDGxnZzfFa35P1ruxZPxuBbMSreQ+toysRS4Wr8gktZ0bIv4yrbQLbcVgQbtgbbI2hHDtdtzGDp73SpbObNZeymDx+vHtHOPUBcdaHTukMjqwrG+rg9d1IdQljXkilP26etPHti2HNd45rAg1cAWQOI05U/N46LlCxs8b39gDclO8ZgFLGvP+0vMSMNSeqEt2k/n3zuTrYO2kEtZmLiJv+Mj2r196rq16ytubvbkf6S1h7UPZFPadxdInxmN98SGy/y+L2E79jo2paH4eu1HO+XWm71dC7vxsf1uoLfYOa4Seb2/uzOHmpfkdDwiB71Gf8b9fl4JXvYuNLe/5L4fC9wuxXZRONwcRhchKeSmQnNTx5zXedUk7FaPOQlKN9SAkX54cOBLDnMzIIbC1uhq6HMu1U/pKNmv2xJA8DErWLWftsMXMHhVCpVRSSH5lCpk3+ANXAIaYFGZcP5ncpbksuDE3YPPA++UtK1R/h7cgNraL36P7bJXlgAVbLdCZ0WcdallRllPw4la4eCGL56ZhAZLmLmZ+zW0sf7GA68ZNO0OReTc7thfCoFmkdqkibMZbQsG//Z3CTR+UMKMzoyW6xUrZHkhOb696clP47zxsIzJZel0KCaRwx9wdFC7LY+vBDGZ0IggdyE7JrhKgnKJvMkkdFeRuz4j2di9lwz/WUBKfTDIl5D66lpEPzG4cDRZEj5ZLzfOoP7Dc5QFbjjLKKiA5ozfcX+rmb1JZyMqV+biGJJNcXsDKlaksXZBOQrDOf/kWXimC9HvmkzGisUCMSSFjXia7M5fzyoflpE8P/ZzY9xaw9rkNFJZYsbvBEJNM6mWzuOP6NGLaCT64t79C7r4EZi1fSMYggAwW/tHOgoW5vLJ9CvPHddSwPyGwsV7+yjwWvJjCwjXzGd88cNDOFI+gQaMuTQmxUg6kxJyu+qFlR8VN4WM3s5wYYgke7uqUbwrIqwDYRMGeGcxuLw/2pMNllJDMxBBa7y67FWtkzzT2T+SD4qfzyW/egTjazjwA2xY2bLSRescjZJ4fAySR+cdMym9bRe7mad0aQdQ15eTfvyQwqNRRz79LGvOe10bRyyubRnGaY0i9eBazb5ncOIKymDbC1+KMKCHv2WLG//qeTl8vKRnXkXxXPltuGc/kGMCxg4KNNlLmLiXz/MajxaSQsWA+ZXOWkPdhORnXhVqOt2b/eBObag2kXzY+sE/x9hJmvk2zTv6pbKv2YHuzl/cj3Z9uIq8yhcwlM0jpCym3ZrLj4+WNv2PXz2Dp10WAlcJiGxmXxnQ4KitQZ/t+/hkJMd0cvenXU+1NO4WbC3APms2K5U15sf2R96eSHdtRoMKKDSRI1o7THrzKD7j7E0QnI5vWjcvI2RlD+lWpFL+1kmUbU05To8RK2T5InhD6Z3X43Ttxt6tz0wZjSRgEBSWl2KcmNFU2jlJ274OEsV1r0Lsrish9bBl5ey2kL3iE+eOg8KlFZC++jeKr7mHhTWkng1JBxcaSQAG7S91k9G3asHxfMZDe1MkJ5c5cY4c3qW8MnImVcbwlFG62A0Vs+tBKeqs7ECdGT3V/6D1Hiyk8CBNvad5wsDB+0kTIKqT46DSSOqzMm9LTpk7erbfvXEPOh5A2b2KLBklnv7ud4tXLyHOkkDEVCt5YRs6YFWSOOQ0jyirLKQUGJraXxlJKdkLClaknyynDmPGMZyu7S+2dGkEZYM8G1nxqISbexaZ1+WQ8kNHsLn47d++9bqyf57L8sTxKLeksXDqf8RSyanE2i+4oZtrdC5l1XgKGNgIWPVku9QR3USFbsTAtpRdU3V3+TWyUvJ1D9nOFVA+bxdJ7Z5BQkcfyh7JZML+QOb/N9I+saq7SSjnJTEluUWieuMlg7cRNhtqtrFq8it0XzefhZ/w3B2x7NrDswSx+z8M8dcOJCqL1tbl751bcQ2aT3jwfD0pn8pBc1u7czfxxXcgJ3nIKP7IC1RR8amP8pNPTNTjB9vUOrCQweWDXO2zdY6V8L1jGxXZ4T79D9mJyHsvDNSqDDArIezSHtGWZpJ6G4tFWUQoMJCEuxB325DBvZvt1d7frwza4vy6mmDTmX9Asr8WMZ3LaKrJLSnFPTej+b9EpSc0Cmp0YjdUlJ0adJTDrwSeYMSIGd8VWVj6UzaJyd5dGCJ9qHddDLbg7N9H21GhvKlgnD7WnkILa8dw+pmWudFO+OZtlzxVSXuvGkJTOnHmZZAxrdsH3TWPiiBwKPrYyeWoC1NqwAslJLX5lXQIDh0B+dTVd7Rrbd61lyeNbYdJCMlveyGjZZuyRtmob6eix9mbv70eW7i2CxGlNQTrzWMaPg60lpdi7Gv6zbSX3DSsx8TEUr3+F4nGZpDYbldVeAKc7fb+ORzh1ZVRb15S/lUX2NgvT/nymbvi3YCukoAiggIKiGaS0Gqaff3Lk+ilZgul75PQFr0KdyhAqr53St5az6LlSkm95hDumJ1BqLueh1QtY4l7KwquSsQTtrAXvtLeXEdwVxRTvLWd3SRl2wH6giBKrnWq3hSmhdLB69Lt3PG+4tSQmXp1G7uPZZA18gHtOrHn1eA5bSWP+ZZ27bG2friLr6S2U2sAyagr3PdE0h378HY+zYtxasv+5jHlvQczoacy/Z1bwhvWgycxKe4Xs1SsZO/gO0hMN2HauJfvFcmKmZjK2vWH9Lbh3FlJICnPOthBy8KqNhnXnG9N2Sl5YSZ4jjWnT7WwKegei4wLZbbfj8tmxHiintGQH7tQ5jQ3dFtMGD5dRQgoTW86YGJhMCgWUHQbaK/iDTQfpJvveDWQ9nA9XLGZ+q45pJyojr5WtTy1h5WZIv+ceMse5GFm5iOyH78V952Juv7iN3yXob9l+0MW2r4jS0lJ27KsG3FhLiimvrMZKGlOGt5dIF65aiAlvVjubLViArY/PZebjJ751J1QWkv1oHva0+Txxq51lv81h0QoDDyyY3M40LRuFK7PI+bgUm9dCyhX38fgtaY2jesZze/YKxj+XTfaj88jTxZA6dT4Lb2y2DlZPl8k9wkrBm1th0Gwmd7bx73Vjr3dhDLc0BeocdmxYMIZ1ISld+U3cpeQ9vJwNX1ux65JIv+VhMq9orIuGTWPxE6nk/yubNfffxprIJMbecg8LL20sf+MTSAoSzD9xkyFpfCduMpTuptAdOKo1ZsQMZl2ay5KdJVhvSG7surRew6W8FEhJbtG1SSA5BSgtx0pqJ7s9dopXP0RuRWP5+GQWa+MXMzuk9Qt7go0dn5ZA4izGd3lUZDeV72BLhYH0Md0cQXp0K6seXEkB6Sz8XSbj3SOxLc4m6/du7njwdtLbKmNPjIhort0bhTZKt5dSemCHfwFjl5WSXeVU26yQNoWUEKYNdrjmVXe0mDoSbABTtc0KJBMTMAraQkxf4O3l3LwtcPueGgTVZqevKx/gtmN3GLFENpUH7nobRBo7WK5iN4Xv2kiY8QAzGoPkhsR07pizg60rtlBUmUFG47pfJzuTPTaltWuat8HbH/lQTslOoKKYktppJEQGWULiVIxE9DZO0A32mKuuTMttwVpSjH3UZEa2bPduXka27h7u+fsdJBiqKd28lmX3ZeHKXtpsWYAEUscmkPN5if8Gdd9kRkZCwbYiZo1Ja6rzKwrZsgfSMpLp9E1eWwkFL+aQ814plkkLeeKO8e2vqQmNIzW70VZtQ8+1N78f/UiXww6RlmbBdgMWC7Atm7kzs/0vdSbP20vZ8OhKiqKmsXRZGlvuWULWQ0bu+9Psdtet6l7fryt911OktpT8p5ez5jOYfN8KMr5dxMz7O/9Qrx7ltVHwZA7F8RnMOL+QDU+tIvWBhaQHLP1xem8k92bfv2mDbhuln24id10eRbZYxt/xyMnGf8oNi1katYqs1fdyW34a026axZRxycQERIA7H9U1VBaR8241aYMtQCypP5tNwpvL2eCYRlJJ60zfvI3SleGHbQVPunKsE4VpzKT7WGFZy6p/ZXHXi3bcGIgZPZH5j9ze6cXaY0ZPY/avJxM7OoWkIAGmhPNnszRnNu7yEoptlnYW+Y0h/fePwNM5rPn9zWSfWLD9+sUsnp7aibuiVgpe34obAiuUdhqLTQ3rxiGnXb37ezLY4mL83ZnMvthCmvteshbfRvFVdzB/RkeL6zVF0g2RCcRagPgU0gYP9FciDdAqzx7ufDJPFXdFMZteWEXux9UMvG4xK67vYJHwtjjKKd6cx9oXCiglmRkPPMysxs5t+oJHsKzJYtlj89jy5mTm3DiNyaOTAkcSdWEuumvvJnI/iyUlwQDmZCZen0zx0zkUjBmP68WZLTp7oXU6/deuNfRhzF431s/XsPzRfEqjMlg8P50YC9z3JytL/m8VC+YWMHvJA0wbEmznGFKnz+aOy2NJHZrUemSVLoG0/1nK6lvclH9XTHV407ThniyXQhFwt62d69K6MZs1ewykL5jc+TthVQVk3dW4kPeJBmR1NVaSSOhMGded38SQzMQbM0nWJTNyUEzr3yQymYy7V5Bxp43SklJIbPYtkyZyXVou2auzGRmb2WzNq8abDB0t9t5c8kjGG/J55cWtpP26aeRV7maImZ5yekZdeN3YDhaS9+RK8g7EknHvfGaPgfGGJTz00G0Upk1jxvWTmdjFQVgBIzXayVPuXa+QuxNS72iZp0K/Q9/WqJDQFmx3U7xxA+W4KW9+nE50NtzlxRS8uZY175XCsBks/uOsxk5GOguXWsh5eBnZd20h77I5zP7ZZFKTOhgR0SEXpe/mUhiTQoIRLIMnMiu5mJVPF5B6oYvcmTPbDhaEvOh4c51slJ+4AdPOqGyjDsCN20vAGl1uNzAqk6eWZPin6nRpXbz8gLXbWmW/HlobJdhDXaqrrZCY0GPTmlrm/dCntPbgaPLOKN/BlgqAIgo+s5F+aWCnuPsPGQnOWlEGJJMUwmL/7lo7LmyUl1gxDEkLKW5ZfqAUQ7DpY+YpZM5Ja7xhkkDK1NuZs2suK98sZlqzazppaCr8u5Ry0kkhhRl3Z7Bl6TLmHZ7IrIzxGMo2kfdWEdYxmay4uNlN3pOB7eDXoH1XHjkvbqDwGzv0TWPavY8z6/wzM26vx9qb37N+ZJsayxlrJ/K8bU8+OY/mUFiTQuZy/7ISKQ/Mx/ZQNktuLyT97qXMHxe8dOlq369z0xEbdSMg3FZ707qngIINeeRtL4dh07jn7yeCb4HrqXVv2mAXRkfVlpL32CLWfj2QGQ/OYdbQacRWLCB74TwKb7id2VdJuKqlLgWvOh72F3jZ9WhHqaKA7CcLiL04k4dvmkxyi7tqyVMX8tRFJRS8mEvuk9kYB6/oxho0jUbP5vHRzdOQx6JdkDI3g8lTZzP5qsbXgzSCevLuY/BjhR58STh/NovPn93OFrGk3XQf91naWwT1/7P3/sFNnnei7+fUK4bte+nIh0XDjiCDliIng4apQgdtLoa9aDMITiq6NRnH2cS0XnGJaRhnXVO8arwmeN1qTW3ceE1NOahubUgEk7DTKC2IyTF3wTlZMQ3ay4hpUTarTIJuPS/LWlPO2+Oxxtv7h2Rbv/VKln+QPJ+ZzARZ76tHep/n+f54vj8ASY9pc+HxavRGzIXsrQo91S+0U/1CnvesMFPX6gR99sgD+UofQx9I2NpO49ikoZSQ/NiEgvIgLsyjYyHGV6jZLKKMuJpx/8bE3qNN1CScLaaGfk5vH2H4jTDjn8vtvMpWgDKDbJqkToeBEe7KpJ5ayXcJY8CSaxqU06iIBRl+0YVXWYZ+Sw3Ok/Y51R1QAm/ieiOM6Skn/U+bU2sCVWgxN3Txk90B3vzpEJ7uSbQDTVjmGLih+3MnXX+ePIZTuO9L2A5uw7rJinV6rWUUatWxZgP4PoowE3o/FiYEGPU6iqpoUzFJeHQEeX0N7d+ePaWSHq2n6wdmfO/IGNfmduNKehPmgp+hQb/BnDIP5zUqIgvTRn6+dancctM2GELa2Y6jmIK1eYinOenSoi8KMMdnol1vLmxYarQYNqY/OS3VR3qR3nAz9Pcv4k7qNuj8QR1FNWdaUU1jxyTDZz20fqNvtubVHifHn86nFuvQrQE+jhDFlPQ9okQ+BgoW0U+iYpI7Pg/hdQ66vmNF97EX92Aluxq6OGcN4rvoJTJZehpdXDEssNcrQYb6fURX2jlcygl9cnRiYv80ZCik+dd77PYQfVeUFJ2mOANb4eYbLjwfm7IbjivNOFw/wf4vb+J+zYPrDS2nX1IRFZEXHdbWLqxJYwgMuImusNH0hBXTDmtuZ8ESiejU6g1oCHH3HphnTq9l7oZB85iKWqV5ScjFohxfWVLMio7GSqxDXbx2Wm6qsDypxXdxgIubDs+mDQ6NojE3YZlDt8VZSk3vSXX8TaPup1Dwv+EhsraG+sd8DJ/1ENjSmKcJRvmI/S6au453SmSjBmlVJVJFXD5Xf8WIoeCmKSPfzVFr88umtEhHCeNGI7HRtCjYZRo0DyZnOqRJmxycPm0lGBjB/aqLqLkOx986qN6Q9hkFnATSuiqqzPXsemEbxnSn+Aw5bIdSddV0yqxvPmx2pE5vhCthIlMkdGOZcFzhpEiNE+XWZW4ur6axrQnr9L64upqW4wZG3/EjGfPsjCXafqpsnTKSS9+MhUYJLd/GweNWqtfl/p7LJB261VLhZmxZKfIgJhZi+Egbl7XWeDCJHkCHre0c5vc9uEcjIGKtMijSeZUe9jetOOY/ZSqrobS2ht6hmvzv0RqxvtCONZ9DpFSUIO5jw4TW1tG7c6lVDSiMKkfiznYu7M+xsPO1ic3F6jp6+2pyOHHiHSgiX+ukZYd2pgOa/pv91D1KqsGQpXOacstNx0/jBm9dRq2AbMh4jxxi+KOkl5Zr0V3tofUqiagnCd0WowplSou19SdYNZmfK6230tia+EdlFbbduqwnFQVZJqFbXYkmOVR9dRWmFTFGfhnCsXE2Iij0y1FiK6xU5eowV06jQmOivu80dRopZy0lAB6x4mxV0BdwHkhPNHHuiQIfudpMXauZuqIHq4IxH67uESa3tqiYRzoMj0lwNUhoyoyxAqK/ChDGjL1oY0TC8tI5svZ9WmXC9uzsZ1q/M0g1y+YUPaV7ppf+OXUWnR8iV3s4NuBH2eSgt6HE09QsyHIENAakotZeqc9Ebbv1VKqbz9H0RGLOVegwP+PE/Exx98iGtL4K0yNm9E/XYc+WoveHlZjWRTNeNm40w1U/N6O2ePFfgOhN/L8G85PFpL1JWF7on/kd5eRWz6tM2F5IKGSlFGBXw1QEb5cL3/QJs+ouiWVkzIery4fyqIOmkvWFPPNxmgoNus11ODfPy+6IfMlF99VJqpvr8nfpm0diioIy3VpxKobyH3eJ3s9zwXoTFo2PkRsR7NONDiJ+Rj7SYHm6qrgPn1BQYgqyrKK7dE50Zah5JRPf0qQCTl8Npn3HcX5+gKG/fxHPTMH2RjqfX6hi1JnM1YhV3h/m1LtQ3WzH/tgaglf76O7Sc/xoMV1QS0OWZVi3JiOdumCXQoCJ+AGs9EgJH5xFv8yKbg0G7qa+pjVg2mHBNOAj/KXqTMeVGiQjtq8ZkS+1Udtc4OgzPeKwVF01nTLrmw+bHan7YhUSIwQ/aMT8KBANEvgIzF8pPhdZv7eXc3uz/GGFnuqvzf4mpucHGXxmVt8sv+238Oifaqc98f/Rqz20/aOepr662byKJPuz/9kcNyk3GiP1feeoz7LO4zI9/v/KIxZsuysLHFp8dljAtMF4DQVFb8K0erGKpmZhWin5OEQooqU630Zy309fWw+jWGj6do16Yak24kVNqHmue6VHw+W4V35HogqFKke9pNLbycc7UIxPJM6LEh3QtCpqccrv9tH26miRBq8O+/EL2FW8M5ivzfc00xvOlEzwykUuXgoSvi8nlGwN0qo1GLfYqHvanna6k8T9IL63vYzcCHH3XqL1uUZC94gRy3Y7nb11ad3BjNi/buZyfzd9X+ykaasO+d0+un8+iXG/rWCCW2wsSDAiYdhsmJsSu1xCo0qgJU5oF9DoiT1QmJyQCYdCRLTV2PIsKuXDi7jaPYT1do7uVxexYLTVYXzLTfeAAadNxn0miGZ7C5aSu0yqdHwkrevsazlxH4OKkOty7ktZakCocnPcCzB8ohvvh6Db0cLxA5a8nfCKxfjsaQa/RonOsGKfSS5DZg6pyTEFZQIgXgsvKhmKiFQa584lH+HV9uzOK63E5EfjGS9LW/dif70N94mLGL5dg4EwF0/EazG0F9HaPDsK0QcKCvEIV/m3GtJrCmdlKobyu3Hkj2WkL6h4/70A7u9344tUYmt1YlNrJKlAeaCgPIDpZ6KszP4FZvYVrQ1nqy17h8nFIFEbjt9GCIWCKF+soTrnmxXCb7poOx9mzZ6jRUVEqnWuq0mt8HXWMqI1xuu33XNz6NkhpFWV2GrySPLlFnbt1tJ2fgCv+Sj21TLeH3mIrNzFwc1qVtHsnqbR6qhcLqHfUoe92KilmIIykahleV+DZftcnPNG6k8OUlOh4g4V2rI5wpPrcUYlQ+Fo30L3GwsSjIB+owmdSr1gWt/TzETmVtPUeofWrmGONEVw/E091rXzFYKloNFXY9Km1wJMoFKW2tou4ChW6VLiOmHBGSvfzVuqIDO7oBRnerE1d+amq6awhPXNebcjN9io2+DF/WofhtZdyD92E9RU0zIHeaxuf0563nO2/bLUpiv0mTkpUd9MYvJ3MvKYlhRTM6Ygj8lI/1vdPZLTgyf1xdYCTWLajnwQYfQXQ3jfDXN3LBq3BdGgXV2FaYedun3mJddoY7FYQOfVXUa6XKXXFiobaZN+uRaddlk8HNK4LXsp2imF8JVT9Jz1M6610tLRWFzYtYqIl2Lz9EvtNKBqw5qX9s35SU9FnR5C7F/vxBWCiAybZp9N9KqL5oEga/a00/usKUdRxfzEf/PchvkySYfujzQqTlplfMeaGbq/Dce323GuTXR2m4qhjN1h5PU+Wo+Eae91ZJ5a3/PR9tdDRKsdtLxyGMN0oeapGPIn17n4fRcvvrcvozuQdruT4xWnGPhxM7WvxtCsMLLtYCf1OwqvrfGAB1dC2Mz5BLZQ8feMlLt5Iq1ge9zYiIftG58wZW+sMyUTONtD98/DsKmezmZ7nvpsaayycdgp090/QOs10D3hoLPBMvfuVXlC+Mtey6Nc+1LeOZA/oF2+8SaXf/s4DldjavekclGRKGw6FxbkmQRxP9eBL5b8mgbt6sr4/pOICK3cqC/6FDN/mr+RbekvVRipP96O9EM3bQ4PMTToN9txvlRc1I1yzUVDfyDlNY02iuflVjxI6Dca0X1hTd7nM1trKvFbrDTjeDpfWrtC8GwHrrfCsMpC4/EWrKUe+9730XYwzSDVSETPt9J6noTOoEOz3kT6iGIfDNP6spfJLY0cz9t0YYHIkdakW2/GrMtRuDnJsWx6vpOWPYainC4FI+7VpNwV2qPu+WjLc7nx2V7aNT30vfwcwxOaeJHhThVReHn2NPnSmwUuJk0eTa9jHcYna/JH0Kkh0RxEDfkNy2VIq3VULs+m4aSm9qXU46zWzi1li2kdhJxOhkqjDVtF1WyUwT0ffT/0s2xHC51JB5XSJgf9xw30fO8i4XFK7/RbEAnTnqaCTpucennBuV6JVgeR+1EylJVbIcJTlqQ5GyX4fgjpsX2p75yMEUsYwYGBWlxXk/+oQTudXZDYt3Sb5pparI656KoZLBV9c8HtSB22bzmRX+1j4MgorLLg6HDEu7HPhTwHk/G9Y473T6FwwXZVnzkHfXOWKMFAGFAIfgim9YlXfxUgDMi3QjSas7jD8tgZ5if1SWn2JTARxH2kgxF9Dc7WJqpWSzN2pPyJH+8Pu2kOZNqCn1VUO6/yF1wrV9e2Qqj13KaMYjYvX1WXNZlg2ivKbQ+uwZtUPuWk/Xlz8SeoqiMc1N+yUFvhvL99mYqJlpOZ8SYL+SmZy2+PotFoCL3lJbhj1vmj3X6Q41/UoJ8eenyTAAAgAElEQVS3kzYwPttPv5o33gtw/dcxLK2NWJOLOFdokPQm7M/aGWkexh9yYEpTbORfXicUs+A8YMVQkXqtbp2Vxr8KMtJ1ncA9W0ZtCf3WRjq3Npb25ZYSc6zFpSot+V76qo7XSuu+ovB4QxeNO3N1lcmN1hwvTvnQMg/7UrHonurk3FOF35dBnrGHcu2N0/veB8M0vHyTmt5e7Eslnh0TjnPqOvEEbxV355yy4J6PthevZ79ohYma1l4KJFbkRdru5MJ2FW+8l+Vp5XNa3POR230gYTCasDQ0znZ5LJWVatOsZXxpX0GzoQbncRv6dXOXsnMrdqsyrSl9Tk3J+P6he06OZbWRV/N6VlYhYXqmndNliD5SS6llMnI/51DWGlEwVx3bSF1fpoajKrUv6x4UxnOwFe/6Jk4frp6TY0S/3YEjee9YZaPzJ9bsKXR6Ky0n85iND0ZxOfqQDp+jaUuW60tJhyq7Dq1hzRodSkhGwZjy20nL/LiHTDQ9a0ZfESX0VjfuXxnZ90KqcR35tyCY6jAA0sELXDhY6DNlfBeLHWf2emXT5JqPS0tXfUjtyJVm6jsGeXg1TrW/+/xHT8iXunHfMmJ8NIz3pz6sR23oJgJ4zgbRrzMg/7wbt7kXx6bZlahmX5cvZXnxQw8HnF6qXjpNy9Y8u2LIj+++nvq2OkzJemmFBt26ahzP3MSXwxb8LKLaebXQBdeyszitNqVNDk6ec6hOPc9FqdFS832vJUlMZnSgjeGPjDg69hL+ngtXt242OqZCi36x2p6ns8rMtkc1DJ13M7rSjiUj8spLZKUNRxZHvu7L2zCeHcJ9eoSWp7dlRl792I/m0X0z7Wg/lSxSgV/d7k5+8qT6khKfVh7KvWQOc0b5zV2U1dt4fMk4rgTlRNpST9NiDwIJ/bryHKwsiu5VocN29CdY0eSvMVOIJXhQtlRZGjr2XFiGtEIDFfMkUEsV1GNhQlTTmKuWpSpnxPyj32RBOn+T4ER1SkSNeV8n9ugQ3QdcRCY0SGst7OtwpBmwUe78Ska/qbjoyOIpNm1wKfJw25EPOwvamTQdJYzvdA9D741Ttb+X9k0B2lrcNLfdpCoa4I7eQe/RauShVlydBwhNd4wvuRwIsFyiUgN8rsD7jBZsK314X/dieNaaGXl1/jNgCxbBAqYNxincqbDUDibzSzk2nELRUqDekCx8rzxC5oPskXKzLPwzSJ8X8pk2fMoa6jta4qe+321C+bsBOobW0H/QXEBAS+gtNmxaFaXtCv4Wap6JDtvRXvRXLnLxRAfujJpXdXS9YMWQLcR3lY3OPj2+t72cemU4s+bVV5yc3GmahwKr+U/QgDm1qn1YmB9FYg3WVidKju6YeUlJ78nCPERBlXNfysTEPvcgk8slIIrmj3TopOJLHqtP4S1MOBRE/+Q+9el3i/BMyknRaYNLnc9pqFyto4RptGSoNNqw6fQLkrZTMhWauadBq5Cvc3JwJTmxo/cr59AhSj0pTqbleiy7bVQu6Sq6hWR9ufQ9Pfbj51TVE42TWbcmnXIcrMj/eofJ7XYeX4AaSIVkad6Ykj+xYF1xDP+tGJZEhJhp/4WEDt9E7+48LvnoTUZv6bE2zPeJzELNpU8n8+W4WvOkE6eiL76Yd8H9ufxRUIV9AHNxcBXQN5cvY/JzJhyueqzrJcBG5w90DP/QTfhLTRzfX42uAnQN/fRu9uJ5D6S5OK4A9Ha6zqnYFZebcBzvpeoXQwx3ebPUvDpM7x5R82qa//L73//+94s9iKVFDPl2kIhkwJynlWZWHgTxvuGn8kkH1UslKmihiCkoE4mTt3IwFSOWfuqb7bXCAyv9eT7sJArzLvt8gQ4tn/YxAEzIBG9HkNabMRQ7DT4Zxf3OOJan7ZiKFWSL8P1jisJkhVRkh73PChEuNnWjaV3YlMHYA4XJ5RJSObbHCQVlahlSWW5WOktjnikE3/Lg1+7Csb2IBxoNE/hQKapgdD7m8ltEPwoQVvSYNurm7iwqlTn8HpFrbi5HLdTtKV+X0AVlUWTUQ66XzEUmLigx/K9+A/8TP8meMrjEiF7t4MA7lqKduaGzBzh238HplxamjlXZKdcaXCr65iLakQsul8tt+z3EKLe9eG5Usquhesl0WPy0IpxXAoFAIBAIBAKBQLBYTMWb/9zZfZomtZ09x7y0tQTZddJJ9UPoBxUIBIJiEc4rgUAgEAgEAoFAIBAIBALBkqVQCTGBQCAQCAQCgUAgEAgEAoFg0RDOK4FAIBAIBAKBQCAQCAQCwZJFOK8EAoFAIBAIBAKBQCAQCARLFuG8EggEAoFAIBAIBAKBQCAQLFmE80ogEAgEAoFAIBAIBAKBQLBkEc4rgUAgEAgEAoFAIBAIBALBkkU4rwQCgUAgEAgEAoFAIBAIBEsW4bwSCAQCgUAgEAgEAoFAIBAsWYTzSiAQCAQCgUAgEAgEAoFAsGQRziuBQCAQCAQCgUAgEAgEAsGSRTivBAKBQCAQCAQCgUAgEAgESxbhvBIIBAKBQCAQCAQCgUAgECxZyu+8mlBQlFjZb5uXT0ZxD3oJPljYjxUUSalzY0Im+H6AcLT8QxKoJ/ZAYaGX9lLgs/q9BSUyFUN5oBCbWuyBCB5KPgVyMqYoKBOLPQrBw0mE0UE33ttKWe4W/ShA4LZMKSI8piyCPbNEiVxz4x4cJbLYA1ls5iTfY8i3AwQ+KsMmHVNQHjzkc7Nkf0EZf0fBQ0lRzis1CknwbAMN3xtBLmU0t9zU1rbhu1fkdeN38F3yE5mTsqQQfMuN+1oE7o/Q03QIz6+LvMNt7/w50XKOKYSn6RA9V+djEUcJv1++DaLkufEggKfLxcjHJXxoqXMqG7/2cEjNvPhkFPegm9FPyvCZyPherqX2TFD9FZfaqK11k3FFsfP6no+22lrctwCCDDkacL1T5NP7tYdDTT2M3M/+5+htH8NdrRw68By1tbWJ/57jQFMrrp/6COa4ruykfNdk8nzvAt/ts0h8D0wouHnW3kI995xrYZp8iugtN7VZ50SBe98eosHhYuQ/Shpx0etdkKrIhl4/xKHeEYqWWiXLik+BnCwDs7+7zMj3Gmg4W/wcjl7t4VCTh9CcRxNlpFfNPEjofW8FKYurpMg5lHMPmdOBbAl7SE75l/gdX1f7ROJrITgWN0hLW4vj3Lnkw/9xeZxXd99x4XotwHjRVybmcUn2TBn18hLtEdVkm2sPgnjTdNjxkA/fpTtZf8elosfJt3ycOnaIA/tqZ8bx3IFDdPzIR7DIfX1+5Ps4gddcuN65W8rFqeN7x0WDYyiLblPsmi2GJSLryvg7Ftwvc+6N+Z3sSmSUi692cOjFBp5LWhMNLx6i49WLjEbKs799VvkD9W+VGfneIdyGdi7sN5X0YdHAMN39lwk9iKFZYWTXocPUm7X5L7rlprbTl/VP0p5OBp83qvx0Gd/Lh3B/EP+XbacN35XZ+9ra+lnj9+EzWHA8FmN8TEY7qfLWCZSP/fguxdDttmNaUcSFUxFGz7jx3LiD/CAGy7UYNlqp21+HeWXiPf+Za0yTKGMy4xNFDlYVdxnpcuHb2c6F/Xme0z0fbS+6cyicNtovOMg+Y1KfSQobHPR/14auwAjl9z24X/MR/EQhhgZprQnbXzqo21zoSrXjB3Ym5vykgjwmoxT6qcfv4LvkI/YlB9VrC7z3QZiR14bxvBskOgEs12LaWkf9X1oxFDOH1JBtDuX47saGfjq/XOB+edamcf9pOndqE7/ZOLH/zHyPfKWN5jNhqvY6cR6qQi9p4n+YiqGM3cE76KKj6TqOH3RiW5VvIEHctR1kH0kSKueUavJ8t+JQOX6YnYtFX5tlHeZ5fvk+U77UxqHBjBmD42Qn5o/9+C4ZsDRUo89xu/I89zx7BzD9fQs+6/8YwfWiG0PbBRybCr25fESv9tD2j3qa+upQK8EAYmMBvOe9jNy+gxyNG4garY6qjVbsz9gxr9YUPZbszzM7xoZ+OnerX0Ep+7NGQr/JjuObNcXJx4LEFdm4bqJlUpGR/z1G+jZdFlmRlaUvJ1PuVsTztqWvi7FR+roGGI3EdTj7t53UPSoB5PzdM/hkFPc741ieztSTJifGkce0ee8RPFNLx5Vcf43vQ7ZVk8T+XUam0HgUIn4fvpgO+x4TUoGhz3kOZZ0DITpqk/bhne1c2HIH36Uwa76SRZdUwvjO9DH0boQYGvRb99G034ah0OBLIvE7rlCrX8bXQjixT2TOiTzyaoWdTnd9EfthAdmXISuTrsw5h6bnj5rPVwi+5cGv3YVje7q0K1YvjzA6eJnxLXXYN6Y9yBy6v9p1XHDPHs8y1yYi+C/5MGwurMMuuB6Xda9UCA624ro0zpqnDnP0sCk+jqkY0U/8eH80QMdfe7G1duHYNB8LpZA+Mv0c1N5PIXx1mOHXrxOMxgAN2o3bqHu+Huv6QuMvds0Ww3zLunzzupi1CaU/k+zXhTprk+amjfYLFu5c8hFebc9Ys7HbbpqPjbBsh4OWV5wYVs3qZbF7Ya6/0cNA82XuHD2JY2N+nU3tOs+Q1Z9yinBeFcEHbg7VulMUK+VGHy92+1mz+zC9T+uQ3+ij2/Ui44dP07Qlz2Lc5ODCBUfqaw9GcTn6UFYWcHxlY1qg3XLju5K8GGR854u/3SwygdH4BPO/L2N/SqUyMxXB6zyCR9nGwe86qV6tgWgIb/8xXM0yLQNNWOZFKVHBhBI/jVQU4ttnfopfPDps372ALe3V4JlaOj6GZQWujl5z0dwf5vEGJyd3GtESJXTFTXdXM+FDJ3FuVzk/VtnovDA9irgADRdppM0SI3hjFAD/PweoN5tzK8RTIYaPtHF5hY3Dx52YV2uIjQUYOtFN65EInf31GCvUfGa2zTZVIS7kjMr67AqdVGVZm9GrHRwYCFNlKPTbywT+KURsbT2OZ0ypjo4KDZLeRF1DHf7mYa7/UsaW91mYcFy4gCPPO4JnaukIp35+QQG1wUH/d3O5YMrJ9PgTY0o5ICg0Hwt/97jwy/KHbHtr6pXx8aS9qtvdyYVkgX/LTW1nGHWU67mn7h3x55tpyJcUAZwLFYansaGfThVTRo2Rno58pYPmM3dY89RBWr47qxDF7oXx/+IU3U1vUrW/l/adxe1bGc8zOkLHgVMEMdF4uh1rCWIWQHmvh+azUPdCJ00GLUxEGP1pNx2vQO/xGvSq9rZpchg2Gxz0f9dc8OqyyYpsLHE5mXG3Up/3VIjhY334V9XRedKCfP4YfX/norKgUZpGNmO5CEz7L3Bhf/z/43ubIa8xlJd7Aa5/AODHP2bHvjr3W8syh1J0jTzc8md/fSqC91gbww8ex/FdJ2YCDJ9w03ZskuMue1FrKptRlCn/sq2t7GtRnXGeTV4pjLoa6PtfOkpZhcU61GdId/wmDnPcL9amyrwNuW6QcHwaLFmcV8UyntMQzkXGOs4goTvMYVS+FIM9Gwurx+XUZe6N4rkko3uml669SaOo0KBdV019pwHpSDOe86PYN+Vw9s9Jvqfu0bn3JXUaSeStDtrOg/VbvTi/pEPznzKBsz10t3eg/H0X9kKH4vPFvMu6HPN6WscsKlcs2zMhiwMs/Zlkl7eZBMmxS3PnPR9RqnEesGJI25M1qwxYDzgIXnXhe+8Ojo35JVfBdZ6Yt5815sd5lXEaGGHk/ChsbaG9IW7M6xvaafrtAXrOj7B3iz3nKX1WojIRwKitLMNg04xYQyn3UAi/2cfQB1oM6yH0Wg/D69upf1SFEPq3ES5+VInd1Uj1tOKkNWJvPkiooY+R9x1Yti+O9yr6no9RgBsj+KMWqueg36tHJhIGDPoCikyE6z8LwPYWmnYbE5uoFuPuJhwffoOen10nsr3IeQXwYZAAIL8fJLrbirZQVFYa0fcG6LsyiWG9gbtXBzi1sZOW7dkFduz9y1y+r6euzYE58ew1q804Xqoj2Ozh8vt1GLeo+dTUzTby5iGazxtpGWrCsjzpbeVInczHVAjvhSCsrceaovCFZhTCWWGmw/xnRjRnvHjeMlD359lO7DxENEYcXy5brFQS6gWUoJzMx3OPoSjAA6X4uia/uUsYiH4QgU36/Kdcqg3PYgehggejuM8EMXy9n860gxHNKgPVX+/C+EdtHDrjZvQJJ9WlRjZNRfD1uwmuNGAgiPuEl6qjxRnF00hPtHBuCzB97Qojtv11+A8MM/JvNdTnNAqzkWnYBAZqcUWlgtEy8yYrEixtOVkAJczFE+qed+zGZbz3jTg6ajCuAuN+Bzff68F7LYJt70I4+dNRCN0OARECv3ZgejRLRE2+OaaEufgPQ4RWGjAQwnNimKqj9RizTqjyziHlwxGGz17EH5JRYqDRGjD9eR0HnzajzbPWYu+/iecjHXU9LdjWAtho+Y5Cc4uHN9/fRdMW9ZGXKUbRJxc51OLB2HyOpieS75Hb2M7uNCrluCCK/BtgvZZyaPRzI+1AO8vhzaeTUKbTjlTnQ/ZotcXW4xL85i4hwLYhxwqs0GN8DLhyFxmyO68WU76nEGLkZ2Eqa3pxTEd0VugwNzSxN9DMxX8KYZ/JOPIlnGvFRiWVxuLIOpDjwg79yoJvzUGMcCiu19351xi2VSr2SSXMyNlhLubLiMpB1RM2tFdG8AyNov2KJUvklRs/WmxPVJX6hT7zzI/zKp17QfyfwLbnLUmKpoRl+zZw+Qnes6MvYtFFf3UTGR3WNcWnSGQybcSWJqhiYwE8r3bj/VCiuvk4TVvAf7qNvvYDBJ86TMtfmtGpGOayYo9P0wgNHqI224nEDPlDNTMY89F9Joh2ux3TbS8DJ3wYj9rQlWDEFIfM3Y/A8H8WEnTjyJ+A4UlDmvdfg2G9Aa7JjEORBkmU0Qte5JVatLc8vHnLgmNTkkDLl2YVDeEb7GPovXEMz3Ti3KtDfquHtv5mDr2/j6YGG8a0jX78vkwME4b0QeoNmIgRvl98lQamIvj/pwyMM3IjimUuEQUJkk/fcob0T0XwuY7h/a0Rx9F0JT67YNXt7OSk3of37WFcb9+dSYMCDdrVazBs3kf7QRumkgXWNAnnxv+R3dBVPvTh7h+aSYVRlc48Q3alL4U86QtzR22ofUle+azkShucxZd0Wpk5Y8r+3JWb+G8AscuMfJDNKTI7ntSTQAX/1RFigPwLL4FdjZiTDbqc610hfMlN3+ujRCY0SI/uouml+oIKTSaxeK0tNXtq+A4BjDi25N4XdVu2YfypmzthqC7ytDOmRLhzzcvw6yPcXWGh6WgL1YzS83cDNDeMYn22Hvv2JMNELenfbUUlOhQm//f0C3G5e/fpQSwf9eH+xwCRCdDoq9l3yIEtZ4qEzN0waB7TqnBezYesSLDk5WR2YtEwwWteht4YRV5hpaWzEUss7XnvMKFPOvwIfxiA1XZM0/v48sexbIHRUBilZNffHPjgIkM3JLQrJ7n8mg/bUVtSVFYefW4qhvwvHnpe9RKWqmnpbMKCn1PtfbQdDGJ/qYW6L+nQpDzDMs6hB6Ocaj/FnSea6PpJNToNRD+4SPcrLo7QxelnpvfqWdky7Si6c2uU2Lr61FSutdVY13kYvnWHpi2lyZnIjevIwPj/4yf6RPXcHKLFcj/IzTHQ/dmagpEcgllUpw2quluajlZENMe86XGJaJvkccljYVhnyXQ+/fEajEAwcQiVwVSE0K+ADWtUpFiXQb7/Z4yi5HvJ5LHrrnRQmzO9Gop2eC2arMvz3NUydhnvuxo0y2F0aAjrJgemvIqDwuhAG6c+tND03Z/MZERdPHEMVxt0DdTNaNQztndS0I5mo4Pe3ip8b4zQ84qb8XvTB6sapFWVGIxWDvbaqNaXYcebUIgisewP536rh4nSnVdTMZTfTcKETPjjMKFbMUzPJoz89LTB39wlhJFta9LuscaAkRHu/gZQ7byKcvNGCFbXYSk1dHJCQZmYPaOPKRHC94ornha9cQrXmeuEoyA9ugvnyXrMie9gOdhP75Zh+n7YzaGfg3ajnabDddkXy59YqVl3Gc8/uDF8a1+8Zkk0hO/MEP7l1bRsLqSaFw61LRblQy89x4YJr6/n+H47uk80RF5x0+yapPMle85aTNlCjPOFdMfGggQ/jHAndBcFUD4OEJIVxmMSu4yFtqlKdGth5MMwMXRJSk+M8IdhWGsp8hRPIfxmNwMBCft3ezGPNtPR1cGy77RTnyeMO/aRF9f3L3LnngL6ava5Zg0uw552Tm+MO0baDgwhrX2c+m+1YE3I1sqVOjQECUfAlCxvI2GCaDCsrISiyowqBAeP4RkzY9+jcPlHLoZX5h9/Vibi3fWWJXKa4gZ/jhD0ZEMAE/UdLdjypF6ko91oo36jjfriRlgk40RlwJDF0B3z4WofgppOBv/CgPLPfbSpSWcGFWl3C0fJqRMFmIyRZsRNk11pkpP/liedsHzPXSH4upvR5WYs64N4T7gxd6crJtnHqgQ8uN+F6oONcOYU3V16jquIMpIvuWg7C3s7BqlZF1dyXM3jRaR4T58CRgn/f2BWI8ceMWDCx/UbMrYcKenyjeuEMGF9RM0YZsfi7/8GPddAu96E9YVe2v9Uj1QBUE1LnwX5X7x43u7jyGAUtrfwk0OW0o3MD4L4MeNI86WO9B4i/FUnzoHDVFaME/55H8fa3WjdadGj00SDBD4Cy9eqKLxHlltWxHk45GQ6UUY6D3DqVqJe0wu92FOet5nwtYt43u7hyKCS8rwnJxRYISX9fhokCXi3j4bavvhLKqLp5E9CQDhxAn4ni/NdhaP9vp++E14UcxMn9yt0/7Wbtl4NR5utedZvFP+AC/d7YaJTEsadTvqfNyeMLwuNfb1YzvbRd+IQ3gotpt1NtDw7XQerjHMofAd/zIjjmeqZg03thhrqdnjouBVCfsaQMNLSjctEtJ3RkGbE6TAYgXAEGVPRBp5yy82x8zLmPXaUSwO4zmppf9aUmBPzT/SWnxA66rYsRvReOlkOo3LN6akI4Q+AByEimNBkcSaprt81FiYEhENhYrt13MkS5ZR9VRR5KD1PLIweFyUSjoFel7nWVlmpe8qL6/wRWv/XQRq/asGgTa155R3TYf+OtXAd3TnLd4XQrTAgE/ygEfOjxX5PI9avGrh8vg/3uhb2zaQN9vHmfQN1f1ZoVqnNKlDPQsk6JmSCt0NEQne4OwH8NkLgQxnlfgxpd1Vpzqv7fvqODRN+1EHvt/V4j3TgOrYM59/W50lbD3PnRgxjQ13ccQWgNVLztBVPZ5DQPTCsyv99JH01NS9VU1PKmIthfBwZPboFPXFYfIp3Xs14c+MeRKkCdOvN6B8xoSVhvJS7MHISsdtv4rkFpoPWtFOuzFOqnOO/psXymG7mmqEVOiq3WKkuYhzajXbqX7BSudGYcjo5jW5zPZ3uemKREMGolLuYZoUe+9FOpLPDuF/+Rkp4orO3DvNCZQwmNvnLr3vwBsapfKKR400JRXBDHe0dlZzqdtPa6MO8p446W0I4JFFsfrPmfgD3O+OYH5GASkxfqUf3dg8XJ+zoQ23UvpyqCKQKbz3bvmrG0++mb30ljqQaFO5rYD60Tf1ZcDSE70w37hsKxoZe6jdI8CedNN1vo+/YAfzbm+g8ZMl6GqlZu436vzLA+qqM3wNAWm+jqdfGwWiYOx/CmiTHjmbzLnatbMPzqps1CcdlbCzA0KseIit3cXCzShMxWUB/XImttYn6TWDRdHDs2AH8Zjs1T1vZlmdzmxUyGrSrK1m20kjd7nwhrVECZwcYuhIgkmEIFEBtofAU5qCkJZTMzCiFGP43hgit20f/XgMSIG09SNOvAnQMerFvyXK6skSUxYVBRv4IDDsK7ORTMZTfjSN/XCBtr9zPfXrdBpZha23CsT6M+4iLjoMh7C80Yv/THEbwlEL4yilcg37Y2Y5jhwn+OELk74Y50hSi7psO7BtzLJYJP56zIQzP91OzXgIkqvc3cSfQgfttO5YsURMZkXcTiUgxZLwjIWq+rsLE0VppbBihebCZ1n8/SON/s2TUvBr4+V2MDb1F1qjSYHnhJ1w4lGOvqdCg21xD0+a4ChaLFa5zkRsZ32uX0ex2YklTGmPGeg7vNSb2WB3Gv9jLtvPdBD8Ey8bMO0WueQlqqmkxJ40m+aQ5xeAso6x46ORkOlqsrefY9jlNdqd0hYRhRz3OHfUwFSOGpvDzTuh7ckZdwWzIBP5n/E3+928Se8KScviWs6bNNFMx5H8ZoueEj/AXbLQ3VaOVwPm3Mh1/d4rmhhHqO45iX5f9u5v21HPwyUpMf6LP/P4VOsxf72Tw+RiRfwsy/nlD0mFHGeeQoQqLxseb50cxvzAbeeW5Cto9xnnRm7MRi4bx/yy+b1TudtL0vAm+rKHjex0ceM+M/em9WEvMC0rJBMjn0JwI8uaFIGxqxJrmxM8W0VDws5IpKeK5iLTB2ze5DjB2nZuRGuwptWmKqzclB/zx997wc3PCgiWprtti1rTJW/NqofU4tNg6cjllNJi+3k+v2cfFf/TgauqLN0Ai0dBk8z7av2WbjRrNRTnke9TPSECDRqNw2een5lGLiujgVPR72ulcMczwj5p5Lqlgu6OjfmadLFteiW61VHTNQ9UsgqxDIxP46QjjZj0SULnJTr3OS88/Ktj1d2irbUst4ZJP2MVk/K/1cepKiMnH6ulstqGTwNHpZFl3Nx2Oy+j3HuX4M9n2OANVWzT43vIwaj44G3n1xgistGPMNY+KLDMTZ24pn/HDIAO6/1ra9Q8rRTiv1Hlzs2a863QYGOGuTGqElXyXMAYsaqW1EmSo30d0pZ3DGelQhSZAofHHkG8bqJLWwHKw7LZRme8oTdJj2lx4yBq9EXMhrUYyYH2hHesLed6zXJ82psKdFLKRezORGfmHAUa+sA2HK7OjhbTeRku/hdA1D57XB+j7AwO9c61zsbGe/sLJp/cAACAASURBVGTDZMxL220wNtiw7q7H+lTi9RzCW7vdSa/kwf2aixcHk7r/tPZSt7kIpetBkMu3JKoPHqVpx2yOeXVzL4Z/9uH/fFXuMPoKLQYVn6XRGjLnS4WR+uNd6F8bZuDIc0ndBh10/WVmob+cVExyx+chvM5B13es6D724h6sZFdDF+esQXwXvUQmK7MbIfny/B8EGc+5DrRo9Tq2vdCFdYuBLH67OI9YcbYq6JON1TJGLOXvPJXGTw9R+9Nk5/Ydgu/FMPylOUkx1mDabIErQUL3wZAIFU9xiJckoPIpbWmpfx9kCfeeVtDnNQUxjeninBXZ1KOk1MDlWnTaZUh6K7asRmOCckaqKUHcTheBR+w4f1CXiHo14eg7za5/9jL0yxCTWZ1XMUJnm2n7uYLhKSfO5xORFY/W09Vnxnt2mIiSx1z/MIg/ZqDOnCS0lpt4/Mvgux0iiiGxV+SWR/L/8DIaM2HbOY7vypuMftWpqnaEbncnp02jeF/z0vM3A/GDDkCzQscaYzUHe9qpXlucmlzU+pmmpDmYqAt5z4qz1ZSxFxnMptQ9tkKDhhhMZbnVPR8D5yNodx9MjcpKjCuzOUMZZcVDKCeTKeV5T+99Or0RroSJTJE4pJAJhwCjHh0qqx392ofnAwnrTjPXr3jwftVCTTER9BWThEdHkNfX0P7t2Wh26dF6un5gxveOjHFt7vUr6U0ULO9foUG/wZzhjCrbHFpRTWPHJMNnPbR+o2+25tUeJ8efzmeN6dCtAT6OECV5vUSJfAys0RXl+JoM+fB8ZMDhaseqC+MddFP5pIOuQSvBKxfxRiapLNFTPT1nsq3FWRSCZ/vw3ddi/5Y1Q8cqHE2cnHVQQqOd6QyR1E9Vdy1RRt7yEdtkwzbuw/OGH+tLxTspAJgK4XsjhLTDhnnUh+fne7EseA25EmpelVGe50uBzFmWIYsc0m2y0bhpDjFHc5bvCoHXhwmu2IXzr8bpftWNZ4ephA6HEoYdjbTvaMz619gDBU11C/07Ul+fy/6eySLIugoT9X1Jz3RKxtsehA0ObDts1O+wz4ytYJkfjQ6D8XHqzE1YNyalga80U+86h/2jEMoqIxoU9BYbtpQa2hLVBzuZPDuM5+Vv0DcTVGLH+VJdbp+Z2rppaijKzgjjenaEz9LhetlrXi2TdOj+SJPqDV5dhWlFjJFfhnBsnBUOoV+OElthpUpNmtFUBG+XC99vjTh61HZhy47aBW7L1Sa2lBOH1XX09tUUOJ0L4WnqI/K1Tlp2zIry0OuH6BurobPZkSTgyxwaWqGnpudc/hDHCi3GPBvqnFCCuI8NE1pbR28R3bJ0m+twbq6b22evraF3KMs3r5DQb62Z/U027mPQXceyzyf+XZITozq1kPoKFY7LgkhYXujHkviX/LEf3yUDloZq9KtM2F5IbGXFFGy/P0LPsYvwtU5a1gIsQ1qto3L57Mo27HBQebWHthY9TX11GIky0tvGxdVN9D9rBIK4DyQUyiyOXtXrMM/pTXLnqVmmBVuhCNBlLFsO8r9HSS7hGY3KgISU60irnAIKKEfqb+GadyWcgk03xlidalbk634SGzNS+UWJNZDdcUl5njuSCcfAuczXKyT0W+twbk2Mx1yHU5cYDwAajM900vvfdJl1FleasL/UNfvvyipsu6EqWadZtoxlyESjwIzcijJ+H/hDqXCUypiPvtdCaPd04viaQuw9FwMnvBhUFkWX1lZT11pNXdIc751DlHP29VN+5Esu2t7R0dSZvdaERm0XISXE8PeHCH3BRvvXVCflAGWSFQ+pnJxmLvul7otVSIzMpsIkUjfNX1FZT08J4n7Vi7LBQU2DCd2vmvF8z40xI803HxKWl87NyLoUVpmwPTszWqzfGaSaZTMOhVIMO90zvfQnGWRlmUOAtL4K0yNm9E/XZe8u94eVmNZFM142bjTDVT83o7bZCMvoTfy/BvOTxa0HaUsj/dMNYe5F8F/yYdjsoHqtDtPuxoQBVNZ+rSlEfu7CdWU62n3ePiYrc9335EvduG9J2Nr2UacojPT24TL2lpC6rxAc7Mb7wIjjaQcmXZDm88dwb+hV6fDwpXTDy0qhTJg5OqHKIc8Ld07MRWmH+DkdNnOU7/K1UwxcncR8yI556yT7fM24u1xUdjgTkVzqiSkKkxUSUkZmT5AhR3ZHbVnl+WLLOhSCg20Mf6Cnrqc0HUf3RA02km3oWSe5dt10pHcM+cMAgdXbUi+WDFQ9psf8xzXU7TFlcUwvo3Kjgcxduoh6dPmc7bnsjIT/oZROjp8mSnJeRW/78L49gj90N+3014L1K530P5sZFWX/upnL/d30fbGTpq065Hf76P75JMb9tsJnHfcCuL/fjS9Sia3VWVRNnWwUXOCFTjBzbPZzbts8pRAdk5F/l9pAXYnKyL9RsrdVn5AJ3o4grTdjWEo5rzEFZQKiYyHuBBWqvpYnKfO+n762Hkax0PTtYluoJzFdhw1Q7oeJ3JcwFHNyqNIpObNp5N1cwqWFgibqTUGUSEhmUl+qWaoQfRCPnImOhZB/q6GoW92LEByT4WMZ0AJG6vr6M942OTGOPKZNzM1JYv8uI6/IOlMzmPM6nDPTtQXcDJud1G/SEvtkBPeFIJqtLZgLdGyLjQUJRiQMmw0LW+A2hXTHl1rHnQpilRg2WzMbCkyjar0kTiiTFLCyPndVY4ifRs08o+W62VTve0F8v/AyciPE3aSimtrVVZh2WNn7tCPV+TZdo/DHw5i/U49pRYzINTeeWxqqm835T94jI/R0umcdLxLUv2Qj2DXMEafM4W87ZuomLiiqnfClnerJ13poe6uSg0ebsMyl+cK9UU69MsDIgyocx4txeGRhrrKiXCyGnASYihK84sV7zU/oYzkhc9wces6D7hEj1V/Zl1QLK8EGG3UbvLhf7cPQugv5x+546mah2oAQ7+w3ffiYKPJb820HN1vcuI7EOPhKI9VFzX2VRmuS4Z7XcWcoIZpwTnNonDuXfIRX27M7r7QSkx9l1nKTtu7F/nob7hMXMXy7BgPT3SJttKt5DgVQHigoD4DfRgiNKWjUKA2J3yE6FmJSTRevKZnAUA/dl+Lpis4y1mqMTSgoD+L1a6NjIWRNeoH9VKIfBQgrekwbdarToaPv9dE2GELa2U7dJg0SDpy3g3QMNtMR66TlKYPKemEK4TenHXhNcV3xL5w4/t9m3F2txL7ZTuPWPA060h0+czRqldtePDcq2dVQXVT7hbLK8yklXnPvip9wRJ5N/Zu2L3fbsG1K/k1SD/Gn045TirxneS0npcr3qSihn/dx7GwQaWc7TYnMIFtrJ5O9bQw7D+Df46T9ebVzXWbke8n7UpbGPMkHlilRaFHC74dR9CZMqxdDqOWgGFk3FcU/cISea2A55CwuOjcLk4qM/O+x7DZ0HrtlPOTDF16DPavzSos0Gc5acbOwM7a4tGJBJkU7r+QrbTT/NMq2/S20v2RAN20ETMiE37tIz/de5PrXe+lMOxXUbndyvOIUAz9upvbVeFevbQc7qc9bT0UheLYD11thWGWh8fhsseu5oPakoHz9udSh3LjOdSAWCBJ9KuEhnvBzfRSI+Qncs2duvg8CeLrcGNou4Fhk51VKfrxGQrdSAnQYzWZ0D7JckKg903PWz7jWSktHo2rjJjj4HB2XUivsaLQ6KpeT+Ew9ktaEvuj5kif9tJzOlPs+2g6mGYwzv1k8vcGo07LmC4UVUuWai4b+QMprGm0Uz8uteJDQbzSi+8KaeHFdNUyF8fx3L5PLNXBlCO+Tndjz/o5pp3/TC+eTEAFgPJKzOfGio9/TTqfGTd+rL+JNhAab/tzJyecLOCKA8YAHV8JZvZT8xmVjbTWNrYUqAeZZL3kKtpeNAqfGeWvo3PPR9tdDRKsdtLxyeLad8UyLbxfNV+7Q3uvANC3nEjUKl53po+dFbyLlx8Qu50nq8xUojI7gOnKKoNZKS8es40Xa5KCrYw2nTgwx8DMLvfsXYZ2oiCQsWIsoB0rATduPxtnb00n1HA6dYh94OPLKRWS9nfa/z1doNZP5kxWlsZByMjsyvmPNuD+qouawk6bH9Mw0kZyQCb/v5dQPmxkJtXOyITnFU4ftW07kV/sYODIKqyw4OhzZC+qnEGWktxXPhwbsf5t0+LjaRudxDT3fczP0s2rMpaRD50lhzZ+yVhzzNYfyR8wa2Zb+UoWR+uPtSD900+bwEEODfnM8lcVU8Dkk8WAUl6OPFK1huZbo+VZazyfpH3mUhtmxJ+rffkGPbb8178cqt4fp6PISntJhOXiclh2lLrog7uc68KU8Eg3aqz20XoWZZ7JSQ77KnXffceEK5zrokeLpROhndIHYr4c50jsKW5robJg2aCVMDb20r+jAdd7N6JZOVQfs0f/RQ+v5MIY9R2cdeBU6bEePo+lz4T7rpfpLC5cCpCRH7Gf5e6XRhq2iqqTmFuqI70tD9x+n7oVs+5KPU92HeHNH+r5URkqV7ygE/+kOa/a20/50kqNDMmB3nsZ0zUvojw1IFNcYbJbEIWVkhL4Tw/g/UYgt12Laug/H/uq0g4y7jHS5ikuhnSeKlnXEu3+fOjGEP1qJtbmTxifKpF1nTRNOIpfBX+A6YzHFsgVlo0jnlUzgn0LEnnDSuCPtSS/XYdjRiOP2CK5/CiDvzBQG+q2NdG4tJrxQwmA0YWloxLFT7WmGSuaxqHxJRLy4+keRNpmQbrnpvmSic7dE8Kyb0S9YsKy6ydA/eDGpTC8pljnlSqtMowqm/Vu57cE1eJPKp5y0qy32ncDUcI4LDSreeCv9U5cIK9Wmnsm5C2YmkLY7ubBdxa3uFY4qmxEc/2mhyVUHrx+j70gr8rdacGzOtVqmIzKS89AVAm97kTUaNFc9+L6a6eBYGk5kCcPuJnpLClkvA3Oon0Xe3y+HwN3ZzoX9ujLXyyuOpfHcQf7ldUIxC84DafXlKjRIehN1DXX4m4fxhxyYkr+3ZMD2Um9xKdtaKwc71jC5zpixz0nrbbT0WRPFsTPTdPL/Xvmeswnl3R4OvHoHu+s0deuLGbAKPhim4eWb1PT2ZnVuK7fcNLuCWDuOUi0lIjqm+dwyJEm9+aHZYOfwK9vQ/om+aD2gnLLiYZOTWbkX4PqvY+ifd1CX3lZ+uQ7DVgd1AR+uS37uNJhSjeeVZuo7BovsKqbFerCXqmX6jBRi9FZa+rbNFIYv1bSbb+ZL38iZNnLPR9uL17NftMJETWvv3LpYrajGeUGN1ZVN/8iX5h7MW4dGWmfEtNlB41/ZcnYoU4cJxzl1qfbBM6V+hoRpT6rzSPNoDUeP29CvS3tmFRKmZ7o4V6O+o4X2/2qi16hBn16nsEKPtbmfbTHQaIDfpV1YQGfIXmR9bkWhAfTbHTiy6Jllk+eJfcnS2oI9Xc9YrsOwtZ6m+zdpPptlXyonpcj3fCl2FRKGHdN1kuayw0XwnjhF4ItOTh83Iz3wc6qlh+4/NtC7p/wnL4sh61CCeLrd3NTacb5SX95I9Jw2f4H6WQWuy7ZLq04bLPgOQS6KdF7pMP+ZEc1P3Zza2ELNE5mRV+73NBi/bi6bU0jaUk9Tme61NJmNLpO2NNHZXA1X2mgebKb5nUrksWXYWhtxPBKkz9nDkaYge7/ZRE22UPM5sFC1T5KRNjk4ec4RF9CCxSMm43/7IiPXrhOIgH7rPrqmlcvmXvRXTtFz4hDPLTdieXIXe5+uRp/3mUUJv+mi+ypYW53oXutg6PvD6LO1pl1qTuSFZi71s+awZsvdSrlolsBz1315G8azQ7hPj9Dy9LYskVceIittOMqkYWjX57lRRe6ubnPZm5ctl0CzbF46Eim/uYuyehuP59Cbwzd8RIGL7Qe4mP7Hop+/hH7DQrXezc2nQk6uMrPtUQ3uN9x41jmwp0c4vHcR93ug3W3JG7VSFCv1uVOR8sx9wacMyUL9S4s9iLkgoV+XZx8qZpFWaNHnSYfKeauy19wsA+WQ54l9aejHPXg1dVizRV69EUG721G+felhIKagyJEFTzFbDFmHZMLRdw7Hp8Io/OwUT18Mik4b1O3s5KTeh/ftU3Sczax5Zf/OSWy52owvJQqFEMICGVgSOqOFfW0ts7ncuzs5+YiXobej7Pubae+zhab+fgJvBZCyCM+8LW2BpbqQlt4elb3rSjILnU4672h06LQaqvYcxVFtRJf8TCokDLtb6N8ZJfwvfvyyLktnwbS0wf8YwvXbGKaGTho362FdC3J7Hz1nTfQfTEvHWzLrsFRUFExdyA6BC06h9ZLDYbNAzz1vO+lVNjp/oMf3Cy+nXhnOUvPqIL0vVc/Wx3oI0Wxu5FyWuvbFku13DIeC6J/cl9MpoU75zdV4JB7doXJ0aP5Ihy5nh4WHn/LKSR22oyfRX/Hifd1Fc1JtGZZr0a03Yf1mL7Y/1RflVFrzpBOnop/HtKIsXMnSmTWZBS4EXixFpw0ueTIbuyx5CsqiuUctPTwU1meyRmCXRZ6n7ksXZ2rxxe3LykdM2A/3p9W8etgoUlZd6aD2qoRupQHj0w6avtVI+EQfB56dThts4vBT2SVw4SY+S3Rez5dRuOBpgypsgyVqlz8M/Jff//73v1/sQcyQKPy47PPSbFtLNUTDBD5U0G80zUaCLQYxBWViGdKKJeeRWRKUUhwTgAdBvG/4qXwyR/fHfJQ6p+ZCmT8zd9eRpUssliaDpmLx1JAFegYxRWGS4lKTct7rgcLkcoky3ErwWWBO6z+GfDtIRDJgXreUD4EiXGzqRtOaPWVwMSlZziyGrMjCosjJMlOqzFqMJhhlla9LZA4tFZ0hcs3N5aglR7euXJS54PSEgjJVHl1APWX8Dku1KdNnlSWyxj8NlCzrUAi+5cGv3YVj+xJTQOYbMf+Apea8EggEAoFAIBAIBAKBQCAQCJL43GIPQCAQCAQCgUAgEAgEAoFAIMiFcF4JBAKBQCAQCAQCgUAgEAiWLMJ5JRAIBAKBQCAQCAQCgUAgWLII55VAIBAIBAKBQCAQCAQCgWDJIpxXAoFAIBAIBAKBQCAQCASCJYtwXgkEAoFAIBAIBAKBQCAQCJYswnklEAgEAoFAIBAIBAKBQCBYsgjnlUAgEAgEAoFAIBAIBAKBYMkinFcCgUAgEAgEAoFAIBAIBIIli3BeCQQCgUAgEAgEAoFAIBAIlizCeSUQCAQCgUAgEAgEAoFAIFiyCOeVQCAQCAQCgUAgEAgEAoFgySKcVwKBQCAQCAQCgUAgEAgEgiVL2ZxXMUVBmYj/f/SjAIHbMrFy3XwBiY0FCbwfJrrYAxEIBAKBQCAQCAQCgUAgEJTmvAqeqaX2ZR/yzCsyI99roOFsEIC777hwvRZgvLi74q6tpe2SXPit0596qY3aWjfB9D/cclNb24bvXlEDAGA84MHVNcLd4i8VCAQCgUAgEAgEAoFAIBCUmT9YsE+aihI4203flRBKTIP06C6aXqrHvHLBRkDwTC0dV7L/zdZ2AcemhRuLQCAQCAQCgUAgEAgEAoGgMKqdV5mOHzeHat3x/91gw5b3aoXg4BFc19ZQ09qLfeU43kEXrrZJ2rsdmCSVg7jno+1FN6GUF0N01Ppm/7mznQtb8txjg4P+79rQqfxIgUAgEAgEAoFAIBAIBALB4qHaeWXaf4EL+3P9Vcb3si/XH+HeKJ4rCtXNLdRtkgA9dc1NyAd68Fyz07l71pUUGjxE7SDZnUyrbHResMH9AJ4zQ/huRVBioNGa2PZsPfU7DEgAt/xqv5ZAIBAIBAKBQCAQCAQCgWAJU1zaYFrqn37rPpr22zAUiJyK/esdQpjYlRxiJZl43AR9oTCx3To0iZeNDf0pzqwMJoK421yMrKrj6MkajCtiyP88QNurbdyN9dK5U8RUCQQCgUAgEAgEAoFAIBB8WiiqYHvo9SO4rkDN35/j3OnDmH7tpq1vtGBnvvGoDOjQrkh+VUK7CpCjxRV2/9DPyH0de//vGoxaoEKDbutBHFtjhEYDSWMJ4X6xltoii8ALBAKBQCAQCAQCgUAgEAiWDuojr6aCXL8URVdzFPtaDWBm375qfL2X8d8zxt9zpYPa6bpYG8o+1iIx4jjZiW1VKdf6ZupoiULuAoFAIBAIBAKBQCAQCASLh/rIq/+IEI6BeYN+5iXNF6swEuLubxIv7GznwoULtO9MvVSnNwAhwmPJr8qEQ4BBX1zx9PUWrCtl3vzvFwlFgakY8rsDuN/VYH7SgraYe+XERvuFC1y4IBxXAoFAIBAIBAKBQCAQCASLifrIqxVadEDkfhSmXUT3ZSLoeLyywLVGE9X4CPwqin114tpokMBHUP21qpS35i3YDrDchKPTiXRmCNeLntmC7Qc7qd9eHteVQCAQCAQCgUAgEAgEAoFgaaDeebX8cSzbNfRcGGLU1ET18jAXX7uMsrYOy1oI5r3Wwq49WtrOdOM1dmJfHcF7wk1wpZ3OLZqUtxYs2A6w0kxdq5k61YPPTeyBwiRRIiGZSb2puCgwgUAgEAgEAoFAIBAIBALBvFJEt0ENloPHaezvxv3XtfTFNGg32ml/xY4eOb/zCjA+exznVDd9R2oZjmmQHt2Fs7MeY0Upw5bxvXwIt6GdC/tNmX9eJqFbXYkmW1LkB24O1bpnv5VWR+VykP5/9u4/uKk7v/f/s+uKL7u65MqlqOwVyUTlItJBXyYKbTwpJp14Mwhu6mzrZBynwWxdMSw0rrOsabhOXFNc77pQiHe9ZCEMqhtMNg6zuN04uSAm6+0G78117ibO8BWzQZRVJqCuqyxr3dCz5Wt9vfn+IRnLtn4cyQKU5PWYyThIR+d8dHTO53zO+3w+74/Djed+B1WFFEdERERERERERK6LPIJXQJmDqie6CgvwlNnwfKmDni8V8uE83VHH/u7ZL7s3HePYpuwfjZ5I8+KFPja3DLD8iUM0r7YWpYgiIiIiIiIiIpKb+YTtn2bzrZRb0N4SEREREREREbnB8ut5lZEVR4UXry1X5vYiO9VO7aks72dK+p4vRzW7X6ie61pERERERERERCRPv/bRRx99VPS1XjUwJuZhtVpyL5sifsVgfL6VPD9WVMbZAfreLGddQyWOm1cMERERERERERHhegWvREREREREREREikBZnEREREREREREpGQpeCUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSshS8EhERERERERGRkqXglYiIiIiIiIiIlCwFr0REREREREREpGQpeCUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSshS8EhERERERERGRkqXglYiIiIiIiIiIlCwFr0REREREREREpGQpeCUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSshS8EhERERERERGRkqXglUw3Ece4YhCfuNkFKUSEoR4/A2eNm10Q+ZSKGwbG1QI+eDVK8K0RwrGiF6n0JescI36zCyJFFQsz8laQaCHnQ4mKGwaGDtSPn+t6LKrd8UlinB3A3zNEpJAPf5qv4zPN5V7iE3Pt+JTWDReH8Pf4Gbp4swty48Xn0JaNvO7H/3KQT9nRUpDiB6+uBBko9KA946e2tpXAB0UvVR5iDHY10vhiKP+PfhCgtbYW/5kiFCO5rtYT0bRvR88EOLirkc0ba6mtraW29jEaHt9B5/ODhPK9cF4eZF9TI33vAmeP0ODrZPAXc/0Cyf3YNUj24hgEXy7WCTvGuRMBht/Xqf+pU3DdESP81ggj7xWjtRll8OsNNBwN5v/RKyP07e5k8P0Zryfrgdpc/z0dIH1N8THwi0E6fQ10vnY9voHZeijRyPS/buKW5d0+Gpv2MXi5SEUsJcW8hr0/SOfuPkauFGFdBYsSeLqW2sMFnJNp1jX49QYavj6Y/7lWwH4NHs5wXud5/MVHg4y8FU4c/6nX+jkKvdhIY1MfuVpKiWDAAMFiHAeFHp/X9VicQ7sjj+vWtN+xAJNtxkbfY9euG4/5GmncdZDAmSLWve/20WjmGMvjBjd42MQ1sEj1lvH+MIET5xgr5MOZruOE6GtqZN8PSjyqFQszUqzgW/K6fuRsAZ8tiWtHMZTQPcmEQeRHfXS2pN431vLY5kZ27O5j6KKZMqYLxiXv4VLbTmPnCJwIcC7NSRQ7G6B39w4aNz+Wcu4+xuamHXQ+HyB4g9pVxsUh+nbvmFUfmtoXGa9DQY7MoS07FgoQGI7M4V44cT8THI0X9Vpfin493w8YFwbpPdrPcCiKEQeLzYn7C3VsfdiDrQy4GmH4RADnKh+Vt07/bPStPvzfCRC8aBDHgvVWN94/8VG3yp5XGYKHa2k/lXs5b+sxfCtTtn+ilcaedE0tF75nO/AuAhgn/vMo0QXjs5ZKfPc+Tp+NEQcsNjdrHq2n/l4n1rJilD+1HJnECT6/jc5Xx1jywFZanqjAabPARJzoxWEGvn2A1lP9VD/VRf0KS2rpCb3USefLIYy4BcfqrbQ0VmIvA34VZ2w0im32V86z/KnfIbkfiZN9tQaR4QCBuJ3qB91YM28Vf207gXRvLaimw1+Py1zxEw3GjtlrcjXsp2N9yrF4eYTe/Qc4eTZG3GLFtbaJ7RuSx7lJmY656cemQfiEn+7vDhO5EsfiqGRjow/v0sx7I6MrYQLPdeJ/s4K2Yz7cM983wgQOd9P3ZiR5HGykaZMXpzXPZUyafs6Da9MhOtbarr0fG+ml+8BJgrE4lgUu1jVup95jm74SI8zg0V76fhQkdhUsCxy4126cqnPm5BKDuzsJrG3j2CZb5sUyHDMALPOx/2te0tdiUQJPN+I/s9EoBAAAIABJREFUn+/nkhZ56TjmzbZE4nwMZ10kIdt3yFGuzHXndNPPoSznrJnvnkNx66FEIzNw31347nVk3/C4QXR0jPivCir2lCthBr+Tclzb3Kz5ko8tq2dvP9d5ZLauMi4E8O8/wlAkDvMdVD7ahG+9M0u9m172fe9NX/eY+uyUWfVxOsm66siPIsSZQ12V5dyY2Y5IW4wi7VdT8jz+xkb66Oxx0nbMh83EtT7XuT65P8aNKNFRI8d5NRkMiGNfX417QY5lC9iP2cpr6hjKqvB2h6n6KY+STPsd8/gcxAn2PE77CajY0ETL9uU4rIm2YdyIcO77fXR3NHJ8fRvPNrixZFrNBwFaH/dnDlaubePYJnfy+Ixi5Dowkje48Ttn3yvM5N50jGObsiyQLFsu2Y4VT2MPLfdmONJyffecv+c4xmiUsasmG9nZmLqOm7mXSOP9QTp3BxLneJaDLNuxnf2cy3I+TR4/+TCC+Lf7KX+qi5qUY8i4EODgXj/Dq9Kv01S7M+c1Nct3wdx1w8x6pu2XrG1zg5EDjRxY0MKhDTNrpSiBXdvwX1iC98+b8a1yYp+feCf+QZjhVw5yoHmAk5u66Fibrb5MtJPCi6upXjF5riTv4ZwVOdtO0VOtbDscZvlDLbQ0TtVDTMQxRs8x0NNJe9NpfN/IfewWGgdIlKOdbYfPUX7PRpr+tgrXomR9GAly8lhiXwxu6qIt677IQ7b6owht4SmJ+5lww346fje/+/qPm/yCV5EBWlv6sD6yk65WF7YyiJ0P4H+mk21X2ji0KfOFL/Z6J9v2h7mroYVn17qwESN0ys/e3dsINz5Ly73mL8eFXsjs6zs4tn7Gi2f81HaYuPM738u2p09Svn47XU95sH8mTvSdI+x7ZgfbIh1pKot8yh9n+JuPse9HThy5LjYfDNL3ahT7I13sfiiloiizYL+9El+nnXmNrQz842mqV1Rda+TEXu9m1/EoFU90UWcfpvuvu2k9YsveWDFR/kRjwJn1ZiX79xnh9HmAYYZHq6lenHGr+I4dwzftNYOhzga6/92eZ2MOuL2O3X81o8KYn9JwmQjR29rJ6RVN7PF7sF2NEPjWLp7saaFrU7YgWxr3NtHzJc+0l+Z9bur/Y69303rU4KG/7sK72ErsjJ9dbZ2wrwNvxv0xW2ykl86uk1hdzkxLMNTdypH/eIid3/DimB9j5PldtO6Grp3eRCDT1DJmJIOs37dTvb2DJpcDqyWO8auUo+18L092nsb9xB56VtowRgN0//WT+Hd04VuZ3MMTIXq3tzJAJU17XqByseVanfP4T5t4tqUy/98+1VUj8ZTDSAQFsp8LhTQI7Xi/dmxWozZ4uJb292Fero9fHmTfrn6y1VDjMSBH4x+AlT6OHfNlXSRTICxt3Tn9k/hr29OWc2ZjNtHo8NNYO72ONl+DJhSzHoqfGWYI4MfDjBgePNcl6pAqTP9/b2X47q207GvGPh9ioT66n3mS7s8coumeyQKYOI/M1lUXB2hv62XM46PjKQ/8uJe9Pa20x/ew+8EcAbt0Cmx05bx+ZzmWppmIMLCrld4rd+H7WgseRuh9xk/rrnH2dFbjyCewne7cOOOntmOIeZ/N8dmi7dd0NzHTzxNv68xrYEL6m/JEEDHf32fauZ5sHxV0I5woGSNDiXINvxWl+oEspZnTfsweMC1c4e0OU/XTz4pd3jSuDDNwIob9od00Pzi9bWCxOnA/2Mz2sQZaXx1g+GE3lZkCjNMepCTP0YKDg3GCbw4BMPy/Rqj3eLK2qUIvNtL9RpYFJgzGgEwtn0lpr2Pne2l4egC7LUsJpn335AMpZ5rAyA0cNWI+OGJe3Ej0+UgMjc5xZ1BQ/Z/ufErszyMFPIgM/WM3Q6uaODTZ/pmIMXK0k73ft7I8U5vIbLsz5zU13XfBdCB1ipuN/h7qZr0epv/JdsJLlyT/nattbsXzqA/n4wcYuK+L6tQq83yAvnfjVDzRhm/19OPcsshJZUML45HNHHwpQGhtHh0BUp1qpzZrMCnKyA9DxG+tx/eIm2k1epkFq8NNXUMdw9t6Of3jKN4c9UrBAe2JIAPPB2F1M7ufqJhW71gcbqq37cb+mc3se36A4Bd8uMsSZU/3EDrUUTt1vV7mY//XMlyn0j6EjtDftI2+JfY8zqHp5XCt9cKpwLWgmLe1zfSaPu7yCl5FzwwToYq2h1zXLtq2ZV7qHzxNY88w5za5MzQeIpz+3gjc20zTeleySrThWt+E78Kfsu97p4ncW00BzecbJM5w4CSxW+vY2eBJHmgW7Kt8ND0SZNtLJxl+2EVFoauPnSbwI4AA7bXTm66zKpGfXSIEeJdl2FtlLjyrYOBUmEuQ/J0iDH53BNa20bTaAdSw9ZHTbDs6yNuPugsvNwahsyEgwsi7Ptx3pImGL8v28TD93zpCaKETJyH6null+c56XKZvHGNEfwYstVGeR6ljo2GYv4TyBdaMDab4mycZGK+mY2tl4iZogYuar/oIbvYzuH7GhSGL6GgYi9WGdUGmLSV+m+WbDlGzLPFrWVc3sf1fGtj13WGqGivMBRcnQgwci1K18xBeo4/adN3nLw7SN7Ic36EaXDYAK5VbtxPevIu+t6pouttibhkzzvfR/aqNuu62lICkJaWHYpzh/zFA/IGO5DEJ1gU1bN8UZPPzg6zbl6wPzp7m5GUHdfuaqEyux7bMS1PDOf5070mGP6gs8KYqIfZGIBG0eHOQ4VgFlXOKhJkVJRIGnI7cgbdkTwnPdWio3lSpDd+8G3szzbEeujzMgQMBxm934owMcuCAm45tlXkEagvhpKb7BWpStmFd5cO3dojWfx7Bd09lom7KeR6ZraviDH+vj/DiOrq2eRPLrW9m5y+3se2l4wyvbaJi/vX8vsUXf+s4fe/ZqdvXjPdWAC/NTxlsa+7j+FvrzNdVGYRGhsBSiee3s5aiiPs19WYo+UDrQh1d3TXT20YZh0alD+DMZUBY+CcjQJThYAzvfTbTPTATDMLHuzly3oZzKYS+s4/epW3U35HuWvhxOj7zb3fEfxkDkvkQS+Z7TLHMzzNafyHICBB9K0hsfRW2nD2Tpou9cYDuU+M4lzq59IMDHFzRQfO9mW/hxo0o0QXF7KEwJf7zMQzslOfTiPxEinH6+8mA4j8PE7tnjg8GTYty6Tw4K/P8Za8McfxlKzVdKQ/gfzpA3wdVdDzrxXipltmDxc21O4vV/jfLssA6u53/7giDH1ay5Z7kr2CmbW6rpPq+A+x7LUT1l/IJQVmYl0e9FOpppLZnxoupPcTS9g604/kDF5bDA/S97KTuC+l6XvURsbjw/W6xz/IUv4gQjoPTlalHrxWnywk/ChP5BbgXJcqe7iH0bHmkJ7h6iUuj4PQWcDBN7usPArSeSg1kB5lLS/rjJK/glf131+DqOULf8TVs/6Nkz6v3Bul7OYR1bR3LM35yjOhFcN7vnHGCWnAudcLrUcbgugevsg0bzG6M2M/i8DvOWWV03O6GeJhYoWOzJ6IEnvETtLjwpfa0yXRD9/kluIDg+QisTLPHJkKMvAGsdDIZr+dKmHOjUPHo1C/k8KzBfnSA0EWoKPQKdb6fI29asS0c5+R3Anh3elOi4ckIcdrvHCf6Th/7vjlA2FpJc0cTFQxzsK2b1q1Bqp9opu5OO5ZcN4+Xg7w9CvY/WJJX77HxCeC27IGDc+8OY6lswZVaBpsbz+0HCV4wqHaYbOxNxHE6slTEl4O8PepizcrppXGtrCC+P0SYCnNPQcpc1Hc2J/4/w81N7CdvE71jDXelbqrMhft343SHwnC3y9QyZgR/eBLj3ibWZew5do7gmxYqn5q+PtvveHAeCBK+Uo1jAUQjYeK4cc14imZxLsfJEJd+BhQavBoNsPdwENu91bjPDnDgmQCuvHqXFSrKpffA+fvmL9CB1Cc8aV2vngcJpocNXqftZ1VwPZTo/dt9dJixpXV07KjBPjrAvl3dbGsaZuNXfHiXZaolQvgfr83eUMg1DCLNcWb7TTuEEr0BrZg5j8zWVecIvh7H+aXKaT2SHKurcL7USzDURMXHLDh67swQ8dvrpw85urWSqtv76D1zjqa753A2jA5w5FUDxyNuwm21tKc+cZ0WCL1O+9V4m+E3gfhJBs/XUJ8t+Hq9xIboezmKbaGN4LHjBO/24U7puZJt2EZ8dIS+b+5l4IKVym17aLobhg+10t22meAD22n+Ew/2aRftj9HxmXe7I8a5n0SBMYbPxKmYFVSdqktyD3Oc/YBzplnrWFBB9Xob7cc72ffZpmk3jdeGDR6PYlu/hYocwzonv8/QsQGiC23YzvRx/EwFvpUpPQuyDWuLhQj0dHPkjTGcj3TQ8pCd6Mv7aN2/jca3NtLU4E3emKdxfnZv3Zzf3YRz7w4DFblHPaQYjwPx/LMyp73pn+b6XseziZ7Yi/+MjcoH3ARfPcDeE645Drk16XKEMLBkcX7bMkZOM7J4DRtTb4OW1bN7e+J/04cRzLU759T+nxgnjiXt9d28OMOvnYS1O68F7c22zd13VzG++zTBDa5kryFgmZe6O07i/3Y7frZQnW7Y4JsWXJu8ptpw08+zLG2sGexrO3jWEWDglV46X7lENDZ5DlmwLV6Cc9VG2rZ6cS80sbJp0vQEjV4ijJOKmYfVbzhwWmAwFMZYb08TwDIIh8JgqcLxG7O3lDq0PeOQUxPiI8MMYaXadQPOsU+g/IYNLvLS0mmh9+heHn9pMu+TE/cXWuh6ONvws3Lst8LghTBx7CnLxQlfCMOtFXn1nMkpa+VRyMWhHNvnLfCTMBGmd3eMvBcEixPbAiDfANYHI/j/bi+BSDneHT74Vi21M7olzqpIFlVR98AAnS89yY5/307Tw+5EQyQl51Xgqp3qP14zFZxJDo2yW1N+oflWbBgMPF3LQPKlXF2up7k8TPczAxieJp7dZLD3K35auyzs3FaVZbhGjOEDnfjfCBObsOJa28L+DZ5ksKCCLd1dVBztpvuZRgbKbLjXN9H8aOYherEzw4SwU3d3fmHPxFPQbGJEwnGc98ysVOw4XdD/fgRzt+lxjFyZ90YTFWzdzMp6iRPXlbeJXgGXqQZlbpciYbitblbQznG7C+OdKAYuU8vkDttFCJ2J485WJ1yOEI47WTNzFy924qKf8ChULgC7w4mFIKGL4E65SY2HzxHGxZrP5yxMWsaFAfbt6iW8tJ49m6qxX7QQ+Ws/2zrH6XiiGmfafZ4+YJGt+358NEjwQoRzoUsYgPH+CKGowVjcyjozFy0TOa8KdtXAmJiH9Vq9kDxe/1OmHolFbFinuREpKPBVSD0UDzOwex/9P4lilDmo3LAb39pk3sKl1bQ96ybw990ceXozRxY4uGvDdprvS6ljTAy/LEyM4EgY6+84k70LTJxHZuuqDxI3CK5bZyy32IkLCEeisPLmNKLiVwzG51u5dhgmr1dWa9ZMR4neiy7njJ4Yie9NOEIUd2G9NC4P072rl/AdPrr+qAL7Q8eoTm5zViP9euzXiSiB3d0M3eKlZtUw/c/sw9HaTNWN7JpuhOl/5gAjt1TTsdfD6e3tdO6aR8tf1WfNWxV78yCdh08TjoH1jnW0PFuPJxkUqNi6n667e+n+9l4aXwXbimqattfhtlLSx+dM+bY7jJE+es/YsC8yGOo5QtUKX+I7X2NuOPqsIW+mh3RacDccYv/KfvpeOUjn98aIXkncNFoW2Cm/zcW6HfupMZV71iB8fC8HRqxUf60Lz9A22ne3M++pNupXZD5f4+8N0Pl3/Zz7wABHJRs7p3J6Oh9s49CKxA1h6+YjWG+9i/qvTj/ecw81LtBEiJGhOKyu4C6zPU+uhAi+B1wOEprwTA9wZJRhiNkc5HqgZXpY4YRB+NV9tB4N49ywh60P2gnPj7CrZxvt8Q6aH8iQ0zdtMDF7GyH23gjhcJi33xsD4kRDQSKXx4jiYd1/NVHWFKGzI1g8eY7YMdXuzLf9Hyd6NkjE6sRzuw2iUcI4qZpLdRU7TeB1OzVdU9sx3TZ3uamIH2Tkpz7c1x562PHuPITr9X76XtlH63NRYsmZHC02O0uWVuDrbKOqkDy7ebKt8FK/wkv9dd5OLBImjgP7zB1W5qb6z9wMPtfNjl/VsaV2HW7H9JxXfW+A+8vVU8G/SaMBOtuOQE0HPX/kxPhf3bR2Ps7Y9kM03Z3Pvosy+MoQ3FpP1c14MPUJkHfCduvSKrbsrGJLXp9ysOaLHvr2++leWo4vJeeV/3XwNK4pbq+rfCqPq4lpLWOjIaKfceJZmm4hCxXeddie7qO7ZwnNG6ZyXnW/FMG2fmsiOm42eBULMfiSH//3w8Tnu6lvb6Z6qRVWpnRLzDiUxoL7S/vp8gTo/0c/u7ZOVkIWrIuW4LrbR8dTVZmfXs3gbT2G7/N5DNuZmMz1FSB8i5e2pkpsVmj5qyjtf3OQbQ2D1LfvpPr2dB+24X6wnq33l+P+bcfsnlVldjxf6qBnQ5zIT4OMfS5LotarQY4fC8LKLVTN6JVz7elWhjH5Y2NReL2Tx07FEwHYWQnAxyHL9L6G6aSbY8SiEH5rG4/1xKcn+b8v+d0mIPPzu+QwgyIFr5jI8qTw35O5n0wsk7uKHmNs1ILdEiXwzankkrYV69jaWI9nIZA12bDB+H8k/3fFOupuH6T3693Yd26dynnVMwSeJiry6XU1ESd2cZiTL/YxMDJG+T1b2NOUDHIsq6OtvZyDe/3s2BLA82Addd7kZAjX5J/zynJ5BP9rY3huswLluP+wHvsr++i/Wo0j1Ert09N7M6UGkM0mpEyVz5Pn4NEG2sOp50jieMVpuz6JplPNddjgXOohi5M1j/pwljlZfqttdj20wIn3iS68fx5LPIFbfGOiBvGzx+n7iYu6L082WE2cR0WrqwqQsSdEPkHOIEd8M56YXomROAyvf0N6mpRj6pKjmp07bkQvzOnbj5w9Sd9zfQxfWY5vjw/vomqWXGnnwLbHCHxhIzX/rbLAYf7Te+xke1CVyCnoZ/hDF759iWH8rp1NxHZ1075lmMonOmi6O30Dw7aimvovV1G+woUjTTDAvqqeDn898UiIYMxa0CQghcunh1MGebY7jLO9tO8dxLK2jd2PQt+TnbRvj1G/tZ51K+zmem7lGJKXvgfo7HPQvqqGplU1pr5mWrEQgcN78b9p4Groon6ZFX67g6bLrXTv2szwvU10NFak7dFuuXUN9X/mhKXLZ1xTE6xLvTR1edkaC3PuAiyZMQIhv7m/zdc/0e8f4eQVK9XemekZps6XmUGg2I8HGbFYsFw5yck3a3Ddc4PrqWI9PInHCL95kr7vDDASK6di655rD2lcj7TRcctBOnt2sDngofpP6lh3t5NpP10BOa/GL5yk78fluOwWmO9kzcNOgof9DK6sYPyl2hk5k7I9zopyKQzO+5dkWSYNU+3OfK+pY4x8pzOZA82GEUsO1P7M1BK57klminx/gODKappSmx5m2+bznThvNwj+zIBlKcdmmRXnffW03HedwkbZcl6ZnSxomrk9LLWt7eDY2vTv2b/QxiHXEAPfGeBgW9+0YP4SVyVb91VTeevM8zrO8HePELp9I/sfSty/WVdvpeknI7T3DFB9d9216+pUD8sMQ/lPdHPkvIXKbVXXZcRZag/PvDqlfIzkHby6ZiKO8ctx+DBCaDRKNBTk7TMGFRvSH2q2e1vosvbh/04nj/ekzDa4o4u6VcUdWT2ZdDC18pgyvRFnWWCn3ApYHbjvqca1NEO1sqyerk4HvUcPsO2xlNkGN+2m7d48Do/3+ml8so8oFuz3+GjeXNgsbvaVXrasNNkjY5EDJxC6mPL08lKYUCE9V8rGCQ8NEl1aQ9tf1l17gmi9o57d3/AQeC2K69bMTTKrw40n47uT27DgWObJclIbBI92E7hso/qrVbMaS7kapu5H99P1RSu2BVasGERHh+nb3cnjo80cmpHAb27seL+6H/c8K7b5VuaNG0QvDHBg9w5af9FF10Olm+VtTi5HCDOP6LE+7H++k0ONNiy/ijL0XCudrdCxP4+EkGUOqnd2YD3ay5EnH6P72myDLTz7sCfPnAxRBr91gMFb1uDrrJ/1lMm61Evz/gpCr/fR9+IBun/dOfffaEU9+1ek/Ht0gNaz4GrwUrW+nqoHkq+nCeBct6fNGSWGM9rvKm7yj7RDJeb6tGmO9ZBtqYljx2LDuSKltrqeN1KXhzmwfxD7hq6p4KiZ88hscOU37CwBwqMxSB2iXOCQjdRjM5Hkv4j5aKKXCGMn+2Fox74EeD9CDHfKbxkj8j6QVxLUxFTffd8bJnS1nIoNu2lba3IG4aLu1yhv/+MQ4/duZ//DHuI/8uN/s4K6bfs59PAQA995G2N+ob0wk8ehiUCxceYkb8+vZEtrE1WTQYTFlTTvcTL02jDWbE/GrA7cq3KXxuJw4UmtWot8fKZX4Axs1+TR7ohHCOx9Ev8IOB9qo+thN9Yy8HV3cdd3/RzZ2w17OpI9+nKYQ+/b/HKUJWUa7nwlyMkzViq37qTpvuT3LLNTua0L5/8KMPy55Znr1DIbThPtfIvNOf34uZ49j0cDdD8fAk8T1XfMfDNDvW2M0Hc0iHVtC77YXrqP9FG1cmZPulRZZhvO4nokY59ldJDu5wYpX+1j959UzehtbsW5vplD94QYfKmPvue6mXfb9Bn9CmH/Qgu7vzD1b2PkIP7LVrxb11C1soqqyfZOzom0okTfA+fiG5OVKx/GVbDNd+JIGU2RV7D86jDH+6NUPrGmwJxj85g3HwwjEc66Hg9B8855Vcze6tnaYRmH5c4+n623VlK3ozJNovxMzhF8I47zTzwpbQsL7lUVcCpI6DI4k795tv1nnPHT2hPCurYN33UKfLsa9tPxuyNzzCVb2kwHr2KnWtl8eObhYsG2uJx52HF5HNjvrsR9S4zBDOuwr6qjZZX5Q6VQY79IdOt0zBiKlXvGLIA4nj9pocU6O6JfWK+zGW6voHq1gbWmJk1kN8VnLJQvtsP8yfnICrsIJk4iJ8s9EBgJEnsg0egKnRmGBVU4F5HnDClWKp54If3T30VuvI9O/sNO1VM9VDLvWjCokErU/kgX+2cEECKvdtJ5avLpX37rA8BqZ2rIuhX77VU0PRGhoW2AoQ0VeBfOyzpePWcurlQL7VNBOIsVx8o6tm8KsfnwSYIPJWayyPr0NW0AtkBllsxPlMqSM9+ZWSYXqw0749gf3U71suS3K7NTuXUrwUf3cvrdelxZZ1GcMeTX6qTqy21UfdnMxrMoc1Cz7wWyPnsus+G6bwtt983pLE/PCOLf1Uvo1jq6ijUFbzFdiRGNgy3j5AK5861Mf7JY/KESUwqthwqrRyu3vUDTPdfpRsoI4m/tJnp/By2pDR4z59EKk3VVmQu3BwbffJvY2pRZaM8MEypgyMb1ZFyOEseG9XPZl3Ot8MAPhnk75qXq2hd6m+F3wXN/PoNQrSy5dQl3bVhHU6VrWi6myOt+TsYqqHsww/D1Yu7XMgfVO3dfC2gEQwEC4SVUP+jGnmxoA9d9hjrHQ1288FCaNxY4qPzjqdrTvaGHnkemru8FPV1fnExI/zE4PvNqd1gcVG7ciWurC+e0HDV2PI+04Hkk+e/4crzr7Wl7qRWDuTavSbfW0HUkzdWzzIpjdc3UdXXFRnr8dVMzKhcU9K+k+ch1TNJ/ZQT/Lj+hyV67Zj4zEWXowAEGr3po+qKHyvhGTn7FT+fucjp21GR4CG020bMJxX54kun3TGVzFaftlc5ogM69g4yvbqZu5dwm1zAta3t6st05t/a/fW0LhzL0+DEj9kaAofnr6Fg1Y5+YbpvbcNw29VZxH4LOrU1n9h4wa/B2DgHtQu5Bp4JyiaBg9OcxSAlfxWJRwIrVxM1R5Af72HVgGGOlj66GPGetn2kijmGk9AK8amBkGcfzSWM6eDWzC97k1L9N3TMqxg9MNl4me24BxuUwkctWnEWqv+ILnHjuS0lYPo3Jm5e1iS6gWbdzxWAckr3PxsmWl3uKA+8TyW6bEzGCpwYYeH2Y0PtRjDhMDf+ronrn/pTEdZkuguamLK54wIu1w8/e40vwLT7J3lcNHBuq5pBg2eR+TLmZTV+JZpl2eKaJKCNH9rH3xCXK17dMv9Gbq4V2HJxLdiu24XBaCI9GYdrz+yjhUAFdlWewLXRMjRVcvAQnp4lcZnqSwkthQpY0ubDmYInDCUMzeypA5L0QFmdyLL2ZZXKZX075gnlQPvPia8e+OM7YBLDQgdMS5lKU6QnXR8OEcE498Z90JcjAd4cpv983PUHzzXTVwIgbRN8PEYrYqMwWkLo8THfrPoaooOkva7LkhZvBbIO1oGmrZ1hQyfYeD6SZeWpuN0Exwm+FMRxu3IuL3UjNtx6aWz0KyTxmESvOVc65z8ZkhOjd1Ulo9U7aHpoxTNrMeWS6rrJS+XA1R572s/e4k5Y/csJ7/YkJC9a3mUzUnEXcwLiSHHr8YYTQqKXg67l19XZ6PGDNUSbr6oeofrEV/zP9OP+yBidh+p/xE1zopS2v/BNg89SkDWpHzwYIhO1UP+jGihVHhRcvjpTf6UbtV4Po+xFiV23m9utVA+NKlHDUWnA+UXMN/ZSb4wxP1yfbitl7IBZ3P8YNg/FfJfeZ1Zm7t3c2BbY7rA5XYsjGRJTgqX76T7zNudFY8tKfbOfdW83GhxNJorMzH3Sf/dTfIPhyH8O2dfjuLUJvb5NByms3oJluNk3n7CrSTW+ScSHAwb1+hg03vj3Zek2liIUY2L+L3jNWvK1NyVmJvbS0j7NvVy87tg5TvaON+kyHxtUowbMRrEs904OZ+SjCfrye4lcMxq9GCYdCRGyVeLOcJsaFfjrb+gg7qtm5qZijHXIw1e6cY/s/mYqGDyNE8/5iEU6/EsTxRd+sXtWm2u/NdZjwAAAgAElEQVTAtd7H0071CEM9Jxm7u47qLLnpTCuwPZ4zkJZnCgnjwiD93w0wfCEl+bvFiv02FxX3VuNd65429H/a9pP12LQ6I91r17io+qKTky/56fW0UL/SRvziIP5jQSyrm/Fkq8M/GKH3mb0MXAD7fc3s2VyRTFFToFPt1P7Ait2VGHoe6KhlcIGd8rtdn9hhgjMVPmwwD8Gex2g/MT0iaLHZKZ8PJHttWW1uHEUaReW4dwst9+ZYKONMULOTsqbrdXZtuCFWHCtc2G9ZgvWWfEoZJbBrG0cur8H3l21sv3Vqdr34B2FOf3cfnU2n2fiN4lyQLCvraGsw6H6xlR1XLTgfaKHlgSLs8CwzaiWGk8x9E5DMHbF7gPCEfdrY/KK5HCWCPZF4H1i+ogKeGyG00T11EYkFGXnPQcWKud2yxi5HYLE7cVOx0E3FrX6GzySmIp8UOjOM5Z4tWWbwzJ9tRQWOwzN6KkyECP7YQsWXl5teJjcXFffCgTMR6pel/E5GmPCoHWc5wHLc98DBH4fwrZgKocZ+MkL41orZs41cjTB8IoBzVYaL5W1VtOwwTNwEzMWMhO3zbdht8xJDZVxr0qeHnjAInzrIvqPDjNmqaG7fQkU+AUkTT5mKeZ5ZsibJLtQlBnd3Zg4MzXdQsd4Lt81h2zeoHgIYG+mjM3kzPqeaYCLCwO5dnHa10LUh3UQIZs6jPOqqZfV07bTSfbiVhpfiMN+B58EW9mRNCD9b+uv5IPueTvS5ti/14LjFjiVt/kgTyiw5A1eJ5VzU72nD+m0/rb4+4lhwrKqm5Yk63MXosWEMc3oIiA8QOF9N/TIr7gfTBGCKtF9DRxtofTl1hg8L1kWT+zWlnZSx12pKz8hk3WRf6aNmLpfKLEHxRFBqDuueta257McM6SAWuvBU2pLTnedv7u2OZDvvahVbv9pBy2Q7Lzk1/OCL3Wx78hxtXb4cx+xU0H3WMN3kDZ8zY+DGIDIcIOCsKE7wCsg6BLOQHIY5FOWmNx5hcH8n/jeisLSGtj11WScfmOZKkMHQEmp2tlGXcvNvTU7wMfhKiCW3W+GXmT4/Qt/u5G9UeiPdCjMj5+HkPZ3V4cZ1j5u0lcZElJGj+9j7ahhW1tOxrbrAvHfllC+GczFzWVinmGt35r6mxgi0bcb/bsqqz3ey+Ux5ogfUQhee26w4780zY9O7g/SPVrJl7ezz1HzbfJzxq0BZalegMc6dCBBeXF2c4FWu9nj5crzrYXlxM1BMEz3VyrbnY9z1yBZaGqdmUJ2cvCzwXCeNL1eZqFvNczzYRofFT/c3H2fgShzm23B/oYVnN3iyHoXRN49z8sO78HVuuTZRRWFy9eQM4v/+EGNz2MLHxQ0JXrkbXuBYg4kFz6Sf3PSa65y8MZNsid+mMdvrDOCDEU6/G6dixxaqZiQVtixyUrXZR/AHnZz+cRRvUXoYWXGub6JrfVMR1nXjWW934V7lY8ufeTPMBGdWiMBzYexeD66FiUokFh7Av/ckjoaua93ULavqqFvcyN4DTnZ+yYPtaoTAt/ycW91E8+R15XwvDU+/TU1XF9Xp2oSXh+l9zaCisgLHLQAG0R/3s+/wJbw7mpMPRhxUbaiif+9e+pc04V1sJXbGz95XbTy0byqJaOhoA60jNXTty3N2lVSOKjbe18/eZ/pZ8hdeHPNjjDy/lwHbQ3RNdlE2swwGQ50NdC9o5oXGmYlOE1z/rQ7rV3bRvXgnvrvtzIuFGXz+CG/f8RD1twJYqHi4joGmvXT/1534VtowRgN0Hz5HZWNz/t/R5sSTI9fKnMb+mxqzH501PbNxto/Onrcpf6CFtmsza+bBdM+r7G9n/u6Zpx9Pncwhvzo3z9wyC9xUN8yooXOdWx93E1ECu56kv9zH7kecMNlrKWne56xYysycRybrqiTrihpauuaQtJl8ruczj6tE77a0V8k8clVMs8BNzY6u7EOBC2GE6d/dzdAtlVTdNsxAjhn/irFfXRt6OLbBxIJp2knZekZGTxyfU7lupEL2o6leoWfSvRimb+sOBpY2cWh7Zdqbjzm3O66183xUprbzyixYHW6qH61mcFsvwyEf7uud4+hjzOy1O2uvA4uD5S4X6+5to97UzIopsg2xW+Ck6tHkljMFr0pOlro4o6nruqmhaB/Mrqeip7rZe8rgrobdbDGbVzAtO46lMGB65u9J5tqdua+pNrztZoaDBtNMppBJjKF/PAlrd6YfLmuqbQ5cDRN+z8rygrv4FcGtlfgaKme9XJTzGIAoIz8MEb+nheYHZ7QOyizYb6+kvnGMt4tet07eR+f3KfsDHbzwQO7lxLwbErwqmuuZvPFGW+RhzR0Wjvz9QQYX1rBmVs8rP8MWFxt/twRz49wM1grqnyjGiuw4bMfp/foRwrE4TE4c8EQXdakNmjI71U91EN9/gCd93cQtVhx3+9jTONXF2fjZJYzFa7gr0821dQnOmJ/uNn9yNgsLthVrqGvvmpYs3OrZwu7Gg3T/7Tb6rsSx2NxU7+xISY5pEL1oYP/9u+Y4M4UVz+bdNB3upvMrfcmZy6pp++vUYWxmlokQ/heo3HRX5ifii7x07LFy8LlWNn/TIG6x4rq3no6tVVMP5BZX09Iep/u5J2n4ZhzLAgcVm/bQdJ2SGN74BOhgXenj2Rd8WOY4Wm6uCVwL/+43p87NeW593P0icVNrcJDGNw7OenvakJtc55GJuqo0XM8caEUSjxJ8rZ/eFwe5tKCK5o4tVNgiODuf5OCTDQyu9eH7YmXhQ3+khMzDusCSyCWTyVzbHZPtvJf8DC2spmJWz6sBIgu9+ArP3/DpUYSh8Y4HmrhOc619zNycuti+voN/uJ85t4fAgtvjwfhukMgGV37tYjPtzptxTY2c5viInZqNmSoDM21z4L0QIxYPW0olvcZMxUhxgR3PH7iwPO9n321bqPtCup5XfapbP8E+XsGrYso2rSfcgPkl7Xh3Povj1AADz7XTOyvnVTUt3d7Zw6euhwUe6na0YL0NeD/Pz+baj3OdVazobLgfaWH3I7mXxOrK+lQ/HAriuH9j5gvnfAeVX26j0kSyS/s9W+i4J0OS8Ikw54IOvBtNXqJX+jh2LMN7ZXYqvtxBRbYy5VrmgzDnrlZS7cnRAnFUsqW9MusEB9Y78nvSHuiozf60MMvwsZtl7g01E9+bGzRD0RyknaEmVUqjJue5NdMNr4dMJK/Pdizm8yDGxHmUq64SE873svnpAYwFLtY0JGYRTvQMcOBtfQHPmQH6nvfT+uoBKrYdum5B9mKbN78c+2Kruck2ZjqfuWdmwsc5w4aD6j0vmJvxr2B2vDu7cJzqp/+ZVg7Mynm1ka4vV5pI2D6zp8zs3yU0eY3IVO/kqiPz6jE7Ywh9GkU/MnIeixTpxngOkhMtZUrenPs6PveRIqWuGO0hAOvKCtz7B3g7UpM25Yx70zEyNYNNtTtv9DXVUU3XsRy1kYn2e2h4kPF7tnBXmjolZxssz+OvoPZ4kc5j+9oOnnUEGHill87vXUp2ECCR82qhE/f6FvbPyHlV6uZZ7dh/01LYtRqYDEoDcDl7XfRx92sfffTRR0Vd41wSEyaTuE8OmfjY+biXH27Kd4gbBuNlVqxzHpd8PRNDzxShv2kvlh03YFjTxX4av2GhZS5DBoso/kY3f/pWBf+QYcjgp1ec6NkgEasTz+15Vn6lmJD+prmB51aK+BWD8flWrJ/mg7qY9X+JXA/zub7Er4Il13LxOPHPWPL7TiWyL25KPRM3MK4meznNVaH78eIQ/tfGqHi42nyeI9NuZLvjE6RUzokZijohx6fZXO4FTZ6voecb6Iw3c2hTfvkFb6Qb2q6IDdH5+HGW/21XysgNuZHUjrwxih+8EhEREREREbkejCD+7X7Kn1KwBgxGDjRyYEELhzZorJx8sil4JSIiIiIiIiIiJeszN7sAIiIiIiIiIiIimSh4JSIiIiIiIiIiJUvBKxERERERERERKVkKXomIiIiIiIiISMlS8EpEREREREREREqWglciIiIiIiIiIlKyFLwSEREREREREZGSpeCViIiIiIiIiIiULAWvRERERERERESkZCl4JSIiIiIiIiIiJUvBKxERERERERERKVkKXomIiIiIiIiISMkqueBV3DAwrt7sUhTRRBzjikF84mYXpMTEwoy8FST6SfqtRURERERERKToSiJ4FXqxkcauQWJEGfx6Aw1Hgze7SNMED9dS+3SAqNkPXB5kX1Mjfe8CZ4/Q4Otk8BcFbvxKkIEeP0MXIfaDfTQ29RHKawUGwZf9+F8OYhRYhKwuDuFPli8v7w/SubuPkSvXo1AiIiIiIiIi8knx6/ktHsRf204g53Je2o75cKe+NDpE9+4DDEXiWBa4qP7LFurusAIwbkSJ/jzOeH6FmfJBgNbH/bmDOst87P+aF3u6997to/HbEWp2NlO10MxGDUIvddL5cggjbsGxeistjZXYy4BfxRkbjWIz84Wmld2Ld22AwKnJN720PbuE4RMBnKt8uK6OER215bmfDCLDAQJxO9UPurHm89EPRuj9tp/BUBQjDhabmzV/XEPdWje2suQyY+cInAjAKh+VtyZeip5opbEn/a/hathPx/q0v4CIiIiIiIiIyCx5Bq8SsgUgEoGLGS9OhOjd1c3wojo6nq0g+tIuuv+mk/JvdOBdVEgJ0vO2HsO3ssAPjxtER8eI/8rc4rHXu9l1PErFE13U2Yfp/utuWo/YeLbBjaWAzU+WPXg4QCA1yPZB7lBhVh+McPo8wDDDo9VULzb7uQCtXzkCNTvpanVhK4N4ZIgDHe08Hmrm0BMVOQJhaQKYIiIiIiIiIiJ5uiHDBuNvnmTgsouNf1GDa5GDyk0+Kgkx8HrkRmz+Oogw+N0RWNtE02oH9mU1bH3EQezEIG8XK4fTBwFaa2upNdOjLBMjTP+3jhBa6MS5METfM72ETI4djP74NKF4FXUPua71srI4Kql70EX8R/toqK2ltraW2o45BtdERERERERERLIoqOdVvsIXRmBxNe7JXlbz76LibhgKhTFwFG07gY7a7EMasw0bBCDOuJnE6lfCnBuFikeXX3vJ4VmD/egAoYtQYTNd5MwWeek45r02rDAvE3Gi7/Sx75sDhK2VNHc0UcEwB9u6ad0apPqJZurutGMpy7yKcpsdCBKOgPvaTxQnfCEMi+vo6q5J/HJn/ApgiYiIiIiIiMh1U1DwKtTTSO3MoYHTOKf9a/yqAQusKcPpLFitwI+6aajtTry0rJCSJE0Geq6JEni6Eb+zjWObzA1ci5wfAaKEw3FYnGPg31UDA7BbU5abb8WGwcDTtQwkX3Km+2wW8SsGRjz5j4k4xmiYaF4JzWMMH+jE/0aY2IQV19oW9m/wJPJwUcGW7i4qjnbT/UwjA2U23OubaH40fR4sy93rqF7YSt9z/Sz/ag2uBXEir3fjfx1cmyqLGHIUEREREREREcksz+CVG9+xY/iKtfVkT6jo4Vraw8VaaSEivP0/E3MJDn3/NBvvqaLQzlPe1mP4Pp9/b6lARy2Dtgrci4HzfhofPYJ1UTkV91fmsRYb7gfr2Xp/Oe7fdszuWVVmx/OlDno2xIn8NMjY55yZ81aVuajf04b12346H++bStj+xB62rC5WwvUQ/sdr8aNE7iIiIiIiIiKSnungVfBwLe2nci83zdpEzye7wwWnwkQmSPYCihIOAS4HdiCa52qnJHtYnc/w9vl2atOUeWagxBgZoP+ilaq1Hk6f6mPgfBX12XqCLXLgBEIXo7AyuZ5LYUK4WPP5PL/CrF5jM1yNErxtOdbbwFpWgXd9OeVZVmd1uPHk2maZBccyT+7eUwvc1OzooibbMrdV0bLjLmy35VpZOi58zxY3ab+IiIiIiIiIfLKYDl65Nx3j2KbZrwcP19Iezp5Lyv5fl2NlkOD5LXjuAGJBRt4Dzx/mO7Bu1prxfu0YWUI/uRlB+g4NMu5poq7BhSPcSO8zftx7fHgWZPqQk+UeCIwEiT2Q6KUVOjMMC6pwLgI+KKQgQfy17dlzdgHgpaIh/bC9QgKM9ke62P9QhjDW5UH27erH8ef7qbsDeLePxm9HqNnZTNVCkvmuwvie7cBTjDxfIiIiIiIiIiIz5DlsMEb4rTCGw407V16oVMu81C0bwP/Nbpw71hH9ez9BSyXNd2cctJa/iSjBU/30nwgSvhy9ljvKssDOElcFVeu9eFfOCK9dCdL7N50EPnTha6jEVgbVf+Fj5Ek/nU/G8G3fgndpujJaqXjAi7XDz97jS/AtPsneVw0cG6pwFfwFcg/JjJ5opTFLrrH0Acb8839d86s4Y6NRbOPJf48bREfHiP8qv9UAxA2D8V8ZRN+PELM6c/cOExEREREREREh7+DVJQZ3dxLOOz+RHe9XW4h+s5sDTw7Bogp87T4q5ue39YyuBvFva2fwMxXUfbmF5t9xMJlLPW5EOPf9Pro7tnF6Uxcda5Pljofo/e/tDFxxU9/ejHdxcl2LvbR12endu5cjzw/h2Zm+X5dlZR1tDQbdL7ay46oF5wMttDwwlzTmZntezbW3Wv6mz+I4FZ5LJLkf49LPgFlD/wK01059yrLATrkVWOjCU2mbmnlSRERERERERCSLgmYbTOXe0EPPxLzMib8nLfRQ395DfZ7rDx1toHWkhq591ZlzNIWGCVyGyh3NVK+c/pbF6sD9YD3VQ8P0/nCE6Nrk8EaLi5qnOqi6xYVj5vDAhR7qO/6BOixYyjLl5LLiXN9E1/qmPL9RdqWYuNzbegzfSq4NEwTAGGHgf0SxWCwMfjdA9cqpYaP29R0cW59jpWfSvRimb+sOBpY2cWh7Ze5jSkREREREREQ+8T4z5zXMt2K15jGEMC8G0YsG9t+/K3tycVcF3oUw/Pf7CJyfGjIIiZ5XwZd7GXjPgusPPNPyclkdaQJXk8oss2frEwDGPwzTv3svg/O8bG+vw/nuEdoPDBObmOua52FdYIGy63U8iYiIiIiIiMjHTUE9r0I9jdRmyb2U7yxyS+5vocVwzJ5FbyLMuaAD78Ycw/Hmu/Ht30/FqX76v9VOX5qcVw+1ds3OeXW9LPBQt6MF623A+/l9NPe+vfG9s6YPG7QysLcV4zNraO7w4VkIrnaD9q/vY+9t++l4YC7lclC95wWq515kEREREREREfmE+LWPPvroo5tdiFRxw2C8zIp1PnCxn8ZvWGjJNmTwBoi9N0LYcOBeYSfvPkETcYxfjjPvc9ab1pNr2j4thok4cWb0TEv3WjYXh/C/NkbFw9W4M87qKCIiIiIiIiKfdiUXvBIREREREREREZk095xXIiIiIiIiIiIi14mCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyfp4Bq/i/8Evr3zIL6/Gb3ZJRERERERERETkOroBwat36PnTP+fRP23n1M+Ls8boD/8O31/8d3zHzhZnhSIiIiIiIiIiUpJ+Pf+PxIme/T7/9Mo/M/wvH/LLODD/s9x+x9384cPrWb3kFvOr+vlJ2ra/zPksiyzb0Eb7/YvzL6aIiIiIiIiIiHzs5Rm8+g/OHt3F7tc+JD7/Fu5cX4P3tz9H9Cf/k1M//CH7W/8nP9jYQmuVyWDTf7qTR76ykHSD/8ZGjnPohx/mVzwREREREREREflEySt4FX+rJxG4+vzv0/5XG1j2ueQbd/4+a//wf3PoqR5+cORZXv2dv+GBz5tY4fzFrLgzfaAr+vMTQCJ4FX2tnSeOjuZTVBERERERERER+QTIK3h19p0gcWDthpTA1aQFv8cfffEEPzg6ytCZUR74fPGG+pX/3zXs+Mp/XPu3emWJiIiIiIiIiHw65BG8GiX6rwCLcfxW+iXsn18MjPLev40CJoJXJnJeAVh+y82dKdtM7ZUlIiIiIiIiIiKfXHkErxZj/y/AhVEi/wb85uwloj9LDO27/bfy7HX1W3ey+VEP5Wnesnx+YX7rEhERERERERGRT4y8hg2uuNON5XSQU/5D3N2xmRWpQwev/G/+6XujwEIqV+YZvPpPt7Hizt/DnuFt5bwSEREREREREfl0yit4ZVnVwI77d7H7tXfo+Go7q//w96lcMjnb4E+JXIVlGx43l6w9D8p5JSIiIiIiIiLy6ZRX8Ao+y4oNf8Nez/f5p1f+meHv9fOjODD/s9x+xx/Q+PB6Vi+5Jf9S/Pv7nH3nf/Ov116IE/2Xc0Suxole+Cn/uvQh9m74PSzJd5XzSkRERERERETk0yHP4BWABfuKdWxesY7NppZfiOv+3wMW4vi/Mizyb+9w6BvvTN/Kf76F8vnAb9zGnQs/SxyuBa9EREREREREROTToYDgFcBlfvDs3/FP78Nq399S68q27P8h8v+c4x0+z+3/DVakvvWb62j/h3WFFUFERERERERERD7xCgxexYn/4kOi/wZGPNey/x/Gv31IlM8R/1VhW5vJfn8bL95fnHWJiIiIiIiIiEjpKjB4VWzv0POnhziV78eqNvPixjuvR4FERERERERERKQEzDl4derv/jz/oNMsv819X2nAY3JpzTYoIiIiIiIiIvLpMOfg1YqaBv7wtmxL/JRXvvFDzmZdyy3cfufvmd6mZhsUEREREREREfl0mHPwyrH097hzRbYlLIyQK3glIiIiIiIiIiIy22dudgFEREREREREREQyKZGcVyIiIiIiIiIiIrP92kcfffRR/h+LE/3JO/zr/5vPZz7Lf7nDjX1+/lubtfV/C3L2Z/8Bv7GcO2+7Ze4rFBERERERERGRklRg8EpEREREREREROT6U84rEREREREREREpWQpeiYiIiIiIiIhIyVLwSkRERERERERESpaCVyIiIiIiIiIiUrIUvBIRERERERERkZKl4JWIiIiIiIiIiJQsBa9ERERERERERKRkKXglIiIiIiIiIiIlS8ErEREREREREREpWQpeiYiIiIiIiIhIyTIdvPq1HT8s6f8AItH/o7/6q7/6q7/6q7/6q7/6q7/6q7/6q7/6q78pfz/ufu2jjz76yNSCyQBRqfpo9x/c7CKIiIiIiIiIiEiRmQ5eiYiIiIiIiIiI3GjKeSUiIiIiIiIiIiVLwSsRERERERERESlZCl6JiIiIiIiIiEjJUvBKRERERERERERKloJXIiIiIiIiIiJSsv5/9t4/uMkrPfT/fOvKQ1dfd+Ry0bAjyKCyCHbQMBXsoGUQud94MwiaFW1NxnE2mP16xRAovk4dc+EqUU1wnVWhdrzRmjXLRXVjk0TxBHYabdaIySpTcJoVs6AdjzKJRamYBH3XI8paU9+3Zazx9vuHZFuS9eOVLBuTPZ+ZTLD9/jjv+57zPM95zvM8RzivBAKBQCAQCAQCgUAgEAgESxbhvBIIBAKBQCAQCAQCgUAgECxZhPNKIBAIBAKBQCAQCAQCgUCwZBHOK4FAIBAIBAKBQCAQCAQCwZJFOK8EAoFAIBAIBAKBQCAQCARLFuG8EggEAoFAIBAIBAKBQCAQLFmE80ogEAgEAoFAIBAIBAKBQLBkEc4rgUAgEAgEAoFAIBAIBALBkkU4rwQCgUAgEAgEAoFAIBAIBEsW4bwSCAQCgUAgEAgEAoFAIBAsWYTzSiAQCAQCgUAgEAgEAoFAsGQRziuBQCAQCAQCgUAgEAgEAsGSRTivBAKBQCAQCAQCgUAgEAgESxbhvBIIBAKBQCAQCAQCgUAgECxZhPNKIBAIBAKBQCAQCAQCgUCwZBHOK4FAIBAIBAKBQCAQCAQCwZJFOK8EAoFAIBAIBAKBQCAQCARLFuG8EggEAoFAIBAIBAKBQCAQLFmE80ogEAgEAoFAIBAIBAKBQLBkEc4rgUAgEAgEAoFAIBAIBALBkkU4rwQCgUAgEAgEAoFAIBAIBEsW4bwSCAQCgUAgEAgEAoFAIBAsWYTzSiAQCAQCgUAgEAgEAoFAsGQRziuBQCAQCAQCgUAgEAgEAsGSRTivBAKBQCAQCAQCgUAgEAgESxbhvMrGVBxpQiI+9bAbIhAUQiL4ngvX1cjDbsi8iEsS0oOizyL6SYDAndhCNEkg+PIgdJpAsPg8kJCkeNGnxceCBG6EWQjNtpDXfiQRsvER4Mtg587HXo0RvhEgOFa8LBEsXeJSDv0QCxO4ESBcSlf5HZFnJTqvgrjq6rAPRbP8LcJwnwvPJ5Lsq6Uq09DbTTR1+/Io1ijel+uoq5Pzn4ug3Ebc99HV3IT7M+CTfhqtDny/kf0I6TyIEpzueJ+5aWruwnc/3wlJofZJlCUhmlLbPxHE0+di+ItiL5L8TucLfYEyP/uIi7o6O957JZ4fCxO4EST6gPQ+kQfpEw+uPg/BiRLvOS8kIn4v3tD4w7h5GtEhe3FjbvZMfN9vpPFCsWeOE3jLgeODu0XfUU6b5PXf/BQn22DaSFkyDrnU8fDFcGn9/J4Xe10drpGCNyvrswfP11H3spdsWjB12xcAACAASURBVKrY4yNXXbjeCyJbq6W8t9iHXTQ1uwnlO37EJVOn5dK72Qjhbm6i68MY/MaHw9pI/ycZzZTTNoHgoVAeGTxvZMuvuQQvNNL4fZ9sGTTNeMCN45SPhdBsha4dvXEJ58kmmqzPzcic56xNNJ10culGsU8yfxJ2hTzZKP8bPUqyMdVxEcPX3UTT28W3qlh9WPBaMmy98tnGXwY7dz726l18pxy4A+V+/jLL2KQdU3AcfjGMS+a8cumMwyIpOHdOznuy6YfPfThOOfB9LvdmheXZl43fL/8lxxkd8hJeacGyUSnvjIAbR5+WtkErSFGi/xZnMufRasyvDmJO+U3ojUbs70son+qg77u6PHeSCL3jwPFeCCmuQLP9MLYmE+oK4LdxxseiqHLfWD4TAdynXGjtg1iRiI6NE/9tvhMSQs2FlZ5XzajzHXrPi/2Iq/BAXifjWrlIbf9XI/iHvGi3WDGtTjlGCuM976T/owhxFGi276f5gBmtvE+eQhHPDkRvuHG95SX4hUQcBcrVeszfsVK/paQnncvnPhynwljPdGBGXp+QPvfjHYqj3m1BXyXnJkFcde148xyha+yhYzd4X27CdSvbEQaaXTZMsu6XIDpkp6lPngow2wexbkr5xf0AA687ufyZRHyZCv23DtO8z4CqIu8d87Q/wfRzziXfOzLTNmhFX/gxcpDn2vMZN1koTrbBtJHi3dnG4AFV3iPlfs/EOy7xiVLHw/go3qEwq76d3s+l215cPf0MR+KwTIPp2Wasu7UULQqKeHamogTeddF/JUhkIg4KJZpNZvZ/rx7DiqJvXJDxkBdveBWWPXp5z5Xy3gwPxomOqfJ/901WBgetsz/HfLQfPEsQPYfOtVGT53VErzpxnB8m8kCBcoMF2/F6dEqASaSxKOMPct95Uk7bFpjokJ2WkIVzLxhn3+1UlEB/F51DCvaf6cC8AN90KSDd9nK204V/SxuDB+ZKtFhgAGfvZYKxOIoqHbuajtJgyOgM9wMM9PRy+ZMYcYUS3c5mjhaSzUn97b4eSdpC2fS3RHjIhfNdP5GJOAqNif1NVsxrlfKPGfNgbw2y64wNU2YfLpcNMeKiriOfNp1ljiycihG40InzSsImVG3cxeGmBgzL818neL6O9it5DtiZ/XsWOneO3i2S+V07TrDvCO1DYNzXjO3oejRKReIvUoTRn7txnmri8u42zjTqUeRvSUEbB+TpJvXuDgZTbYTPBmhs8yBVWeg414AuTz9/1GVjgoReDCdtpfi/RYlWZbSqTPqwkE1RbP+UZxvnsxN/h+3cPDJEHmW0cwvNO4tt6/go3iEv8T/JmFdmoXzjsPB3SqBL2LsFxo1028fAhUv4Q1GkOChUWvTfqufw08n+8iDH3Hk+TzAPefZlQ77zKlvn7Wuiri/5b9nKWoduXYjQTAcyY20sqs1pSAEXne9LqJariL3fiVN3muZt2S392FUnJy9GMb7QTb3aj/MVJ/Z+lQxFPJfsRkKpk+o40gSAJDv6aF4TUshp8Jntg1i/WuDcqQiek3YGJjZjfdWGgQADr7mwn5zktMOCJq+gz0T+s8euOmjpCbO50caZnTpUxAhdcdF5qoVw0xlsjxeY8CbJpdzM9kGsWY4vcDUCw4lr+W9EsTwl55vo2e/qo376Ch+0c/xjI6f+OkWZLEtY8JmOWoDQhUbs76lRFaHQIYsROBXg7LMOfGsa6Dltya3IHgRx2R34qswc7a5HPebG+ZqDY78tZMSmO5oT750siiH3WuC8+3lW9FgHM791hEvNLbi1miIdVzkMhFINjwdSIrpHSoyHwnJJnqLNR/bxkLxuoZO/8NDeNsC4wUrHSwb45QCdfXba46c5tUdTXENkP3uM4dMtOD/fjPV/ncG8TgWxEN7znTj+KkxztolyVrIZMy6a6lzJf+eW55nvTLdOR+jW9M86rI1aOQ3IzlQEz2suggoVqmVBXK9dQnu8Nvuk/tYA9h4/6mc66PlmFHeHk5OnquluL58DdkGJDeO6APt/MOu4km57OftaP+Gvaql+qI1bQKZiBC446Py5kvW5DNtbAxxzXEP/wmn6NqmQxrw4XzmG63g31k3JtzUVYsDu4NrGZk67DKgeRPD+8CTH+mx0H8jlaI0x7LTT/597OfEDM5plMQJvnMR+CrpPmBOLeSTsJfsFib2vdGNeqSQ24uJkmwO6OjCvlHnMSgv7d3s4ecGPsck4O6bLaUNkOn6J4jnWxMCdGmxvH8KQ81pxgv3HcHxQjfnFbupXRnG/3onDPklbtxX9sty31B8YZPBA8oekLVXUxL7MiyRlufaEH89QDPXeU7TuSZdfCqUG/Z5WbP/ZxPGLHvxP6+U5FOY9Ac9sYwDX6x6k5SpU9z109uo4fdiY3bnwKMnGXM6BnW2z/Swn5dKHGTbiiIu6jvA87Au5tvHcgAR41O1cbRbbQa6dm7RLCj1oQcpo564w0zE4/YQJmzdcsm0eJ3h9GAD/LwI0GAwlLHSWQvZ+lkayzxck4sFuc6N85gTddh2qCojd8uJ6zUHLRBvnDuToL1nHuTyb85GSZ4uA/LTBFWY6BgcZHBxkcLANM6D9bk/y58G8Ckp/YJDBM1Z0gNneQcerPVjXkRDMg1YMxbZ6Kk70zjBuRxMHHT4qd9vo7ummY081/u4jNLYN4LsVycj5jOB7NwA7m2nerkG9rpbDz2iIDfm4WXStnSTrrPTMvJNBBkuNBvnMh2cMGLuMr6BXuExssqa0e5BBZwNa1FTLmC3Eb1zEfUdN/UutmNepUa8z0/pSPeo7bi7eKDL5T/azR7j2jwF43Erz7oSwoEKFbncz1sch8I/XkJsNr97dkeXZlVT+QXFNB4nwRSf9t1Ro16oIvdXFwGfyEosUVUqU0/8tU4Ai5ecqJcqcmjLO+H0JVlbPe2IXvXwRH8CdS1wK5G537ONLeO/rsb5kxaBRotlixXZAT2zIja+I9Mz4f8SAWAm1rRaByE2ujSkwbVpf0um6xp70PlWiwR772MswwHUf/kXKHJwzHmw1gByjMY7/H92EV9ZzosWMboUa3e5WTjyjJvzORfxFfmfZzx65xsUAmBqbE4Y6gEqHucmKiQAXZdfFSBgz08/dthNY05Ai03PL88Q7S+hBXWMPHa92JM5fZ6VnsANzkX47SEQ3BIfOcryxhYE767GePse5V5vZfM/N8cMtON8LEI6lytc4/p95iK3bT/NeHWqNicONJvjMU0Ka98Mh9FMXwW0WamYmRzECP/Gh+l43Pc/vQOac69HjXz2479XQcaaN2qx+zsS3jT91lObtGpRVStTrajl6YBXeN3wzui5+/TKeSQtHD5vQVClRrtBR+6KVVVdc+HINgy98uAPrsb5Yi26FEmWVBtPho+yK9OOe0d8Je2n9gaPUrlOjrFKi2d7M0Z0R+t/1Jxea5BwDOvNetFe9XEsZ02W1ITKQApe4dAfAx8XLeZKkYte4NBRDf8CGdYsGpcaA9SUr+vte3B/KT66KSwndWUptK4E84vfCDL/joOmQA9/vmbGdPkd3u4Xqj7s4ctDOwIchImn65hGTjWnzq0EGB3toWAPKZZWFzy2bPkwn0a8jREuyQ0q3jZN3f2Tt3LJxpT0lJbZwFKMs5mnnAjOLjJH7pRmosY97cV6ZRLtWy+SHvZy9uvipyPMlOuInQg31e3UzjnPVOjMNe3RIV/yM5joxbZyn+kEK2ZyPmDxbBEpLG/wswDAg/XOA6FNm1FmiD/Il782LWwM0vuxBQoFmi4XDXRZMqxN+W92+U5z778N43rrIwCsezsaVWNr7aNgATIQZHQPjs7ODVmPYgfqCh9AXYHxYVrIUxPW6h8kNZsz48LzmwtBpRV/AFR1KjXrLQtERK7+OEEZFzVeAvCmOMDoyTHxNQ3oo5GoTNWvcDIyM0rxV5sS9qGcfJ/oFaJ/UZni0FWjXauFqlHGghDlj8tk11PwRyPWAxccCuF/vxHNbianlNM1bwX/OjrPtIMGnjtL6HQPqYsP5ZDFK8DqwtdgIoRSmJMLvd2G/EMVsO8Wqn9hxdR6Hv2zj0PbMq8YZHQmCoTltjKi+UYMBJ6P/Ese8Qs6Dxhj9NKGkrgUi1K4u6UstDFNRvD92E1m+i8NbMp7lSjt1V2D+qYoyGPPSeT6I6nEL+k889L7mRZcSCZGdEK4jdXlW6YqPzIr+f2FQ6FDmiTxIMErwahztd01pkRKa7TVo3xkgGGrGKDcSoZhnvx8lgpZd2oxvtUzL+jUwHC1BEkyFCHwMTPgJ3LNgXpElunZdcZeUj8SwoxFnABRVOnY820brTn3y2U209ugIXrnEpZ90cvxCHDYd4py9BhVhQiOg/lP9jCxQbDJiZJjRsASyQ9W9tNflN43z65PESvHdp/sw3nHi+kmAyANypJmlEsL/oYTxwOYUma7CdPQUJoByTBhGXNRdN+ZxJpfa9vncE1jXwKmjiX9mrzYySvC6AtNL6ZaU6usGtL1BwhMWNFUw+pkfhcmWnjql0mNYc5bgbQmLZm77Y5/eJLphB5tTbZ4KHfpvxHGGwrBVB/eD3BzTsWNTumGk22Qk3hMijBGdnGMAVhjYsc6F7+MoNck+VDYbIoPoR2dp/9E1NI2n2Btx4HijhfapDlqf0qLMkCXxT4MEMdD8jVTFZqTGcBZnKEx8t1pWRH44FADAf+Mm8W3GoqP4lwxVRiy7VbRfdND1B83UfytL2uDFKKrdhzAWGQ1TOiEGrHY8E6DQGLD8ZTeWb2oS33JDA6fO1jD8s34uXjiJpzeeUjpkicjGe17sR+6y12Uk/CMXF2/ITJGdihC5A5on1VCo8tlC6EPi3LzhB+L4/jlEwzqd7HS88tjGj6qdC/w2DsQTwRNFZaFkkBa1mIx2msflymXnxkf8+IH4h35Cz+rQ/UZmKZtYCG+fk/6Px9E+04Ftr5roe13Ye1pourGf5kYzupzz8PnaKOVF/Y0d6Pr6cV/cwdE/T0Ze3fHhfi+Ecmc983AN5qBc8uzLQ/HOq6ko3rcuM7lBj+52P86LOmx7U8MTyzDI8rGugXOuWviKEkUWwaBcbaL+uIl6ID4hwVeSf0h6i9WpIS3LlKiQ8Lxchyf5q6KSPW6lhvuBeacZ75XZAVbwWveGOftKLz5MtL5oxRhfT6zNieNYnMOvHMKUZ8I5r4EajxIaiSABUnSU0TGJeNgPVTVol1Ng0hAlEgZ02gylokarA8IRougLK5yin70a9Wrw3Q4TJ9WojBO+HYbVxpJXaEIjflhpQb+cgs6r2PWzOM5fIxwD5YZd2M40zNQUMB7uoXvrAM4fddL0Pqg2Wmg+Wl/QEVkUnwUYjoNp6+aijeT4vTDBX3q5+O41QvFV1J7opn6jEjadQXX+JM7Xm7j2UxN7d+7CuE2HZhnAOLEooFWlh/ZWqVAD3u7nGO5O/UP2Xi8F3AyMKNGuURB+pxfv1tnUk4fKVJThXjuu21qsXVnqZ8hMe0h3Jpsx7/TinXF8FJYq0m0PXScHCK9t4PQBC+ovFERecdHimKTjBQvanJOFeaYNTkQIhBJOxfHPbxKOQXQkDHqLDPkVIQzoVmeM9pVaEqIgCpsKy6iin325Gg0+RsMZBuWDMKN3QGMsXhJEr/Rz+YEO/YYw/T+8hO54bVpqUPB8He0LptSUmI72YZhSZncYVqjR7z6EfvchiEtIU8rkWJxkcgJUX0nXaUpguKeRup7Er/ItJM1JsZgHvu4mwn9mw9Z7lOqKccLvOznZ5kLlasaY7bnGRglO6KjRLcB0fzo8f52VnlcLj9+i216Ge+blfoRwXMuOzOGzUouOS4THwFQVIxKOo92WeVBCF1/6PEK2r383EobH6udEtWnW6JB+FUVCh3LsLmG01GfWflqlRTdxk+gE6OQcU5Voj36zGtevQki71SjLZUMkiUsRwtevcfE9D4FoNcYDp2l9QgN0c0rtpP2d4xz0Gtj17V2YtunRqhL9bTyh2DIiTJWoVgBXunjuo/T7ZJWHYx7635fQrNESveqi/3H9bErnI4cCfeM5ejZdwv3Tszj+cZzoRCKaTFGlpvoxHbuO91BbTH3RmUlxDgrqVx0NZ/qorcgRjV6lwfSMDdMzJGz8iul3v5Rko4/Ovwqz93/ZOPdiNZWxMJ4fnsTep+IfmnI4O28F8aPG8nUVBZ1XC6AP+cyN6yroNukIv9/LgLGDhpT3ka1sSllt40fUzgWJ0EgYiBK8dQjDhiIbv1CUyc5lKoS7bxg26NHd9tB7wUjHd1NSCrOUo4nf8eD4u0uM3pNAY2K/Y3ZRSLunjXMbEzVT7Qf7Ua7eTMOLrdSk+FrLaaMUfr5k9GyhnLQVZmwOBQMXOjnyTixR5kKlRf8tG91PyyxDNBXl7h0gHpah7+Yvz75sFOe8mgjjed3OwG0t1q42jGEnx7qP0xKs5fDzezGszPPJfn034Zkdi8Gm5EcjYaQkSPGs5lrhllusPI3CtVsSdZ4S1y6KLLUFrAesM+3MRTwSxPfTAfp/Hoa1tbS9VJ8sZmiitUOJ61QnziPX8HxrPw3frkGvKbNxr5AI/vQy0cfUKFCyaq0S/5AEeLDXeWYOm0fVlpyU/uwadvyZAXePC+faaqwpNa9cV8HQtKO0qKsHfi5fkdA8Y0w5Pz2aJfU9qDZaaHi+huqN00ovHfWWBjpcDcQjIYIxZQkF7PORcBxLVRZ2bS125STOqPcs7oiemr88je1PNLMr0RUqjM938+YzYYY/9OD7iQtWnaJ2HUBlYvUonpESMRUnDugOnKNjZ2IaNF3TKhPpkwHaO31Mbm+lrUnL8MkWXMfamTzRiqWUyIZMSomOmooR/oWHsz/2cLfKyKHTrdTMw5k215lsxXog9ztJtCFO7As/l9924wmMU73tEKebaxJRTOvqaWuv5myni+OHvBj21FNvNs5MvMrHXfw/9aN4TAlUo9VE8Q8BESeNdc7ppyvzPZnfs2t2sNfgxtnnZH21NaXGh4thDDQ/XoQkmFmdDaNt7KZtaxinvYvjR4PUHjjE3j9RZ10kAWacd+GxKFBJ5HPg1l2ikNQJCTmSILc0LVj8ORsFaqEk+mN0YReSMojrGji6V5d0iqjR/fledrzTSfA2GDdmOeHXEcIKLZoCxbGLItWBNDgo3wFSbNvLcM+85I1+lpj8T4BJyLMdtpSreOtUnvS2/5NY5FNOkacGpZRI/ZZzTNIxpPljPfwsTART2aXJ+C/6cQ4rqdlzAuvjupRoTSXaPTb6dkcJfuDFc9WF5w87aN6e+MqVFZAtQiIeBzZYOdduTvSHXPZcxEdXxwCh1fV0O8yM97XQfuo48ayRHaUwaxPPt5B7MddWb6mleUvtPK+frd5OscgtsJxO7uLYqX9fTNkYZ/2+o9ROp/St0FH7FztwdwYZbTJmtdX8H1xGWl2PMSWiIm2BLFWdlFMfAtLtSzj+xoO0wUqzzUCo247zb44T3dfKoZ1zIxinKZ9t/GjauQDE/PgCChQKicteP7UbjItUzykH5bRzJ8Jc+ruTeP5dh7W9DcOnXdh7TnL8N/tpPWDOucCqWL2Dhu9pYe36rParcq2Z5m4zh2NhRm/Dqoe4qB0duwvIs0mUa2s4dKKGQ6Xe7FbCQcsdH8NfWKgtMXrqYdh6SwHZzqv4iIsjp7xIqpQBsLKZc49t5uyPXXS+o03fLSiDyK1EaHU4chcmYkTjwK1Rwg/MSTmcEEbkW+FOKxqXgqyCmRq0QOiLlGiAu2FC6NhRqEB5WZG4+a4D9+d6LMd75u6St9yA1fEPWH51EddbbhzvqvK+19LQUnvCNvNTdMhOPxoauruxaCjgfFOjXgV8HiGGPmX1NpaYvK1S5zHe5/fsqsdtdCvduN5ycKQvZbfB493Ubykl7zNO8O1sCn7a4ZnlPSg16LcUvrJCo8NQ5sy46JCT/s/A0GQpYeVEgX7fKU7lu4FKi+kvmjH9Rdov0WgV8Oldohhmv+29u4RRoNPkee/xCL4fdeL6KAKbrHQ3GVFWgPnEaRROBy5bI949HXTvm2fObpFFYaM/b6flx0FQ6dn1fDdt39TkNMgWlii+H/bi+8MdWB0N1GQ48pRrzbT2GAlddeN+uxfn72vp3lvmTlVl5NAJY/IHieD5FmIKE63TESf5Clj+kZpVQHgsBqmpQ/cTTp1VK/NN4Obz7CpMx7pRvuui/2+P4ErZXcn2g3oyN2PLSTyI64gDr1SN8fBpWp9QA2qae7rZfL4X1+tutL3NGHMI3/i/jCYWUsIRYlQSjQAECH1B0qhOyBHDL/MYu2QUf055P4mirfmKL0dZtQ68dyJMu8sYCxMCdBo1+QrEFrND2wwFCkFrDfr0aJ4KBQriOR0s0bG7sGZHmYqNJksXlOhAKrbt5bjn7xSVChQTk8kdo+ZjQ8xF/S0bPd/Kc4BCjX53A/rdDWm/Vmm0KAhx9x4YZiZMUe6GQfF1TZ56axLBCw66hkJMqsy0tdeiqQBNYzdtVe04Xm/i2tVDnLHVFPEU2VjIVPX0a5fiQF/4NJ1cBZaT466A3l86slGL4esZvalCkdPzG/+kP+uCbNoO1GlnlEkfEsPfY8d5dXYxSV0B6qPdaIZcON9uZ2BlD4cMORRimWzjR87OnUEi8PYAwapd2L43TufrLtxPzCMSM0vUYjGO/3LaubHrTuyvDzM+Pf9fAaxopVuTiJpqv6Cm53COwusVKrQy5mcKlTa9/yyAjVKI+H/E5OySlM5UHOk/JuHfI4TGokRDQW6OSBj35eunUbwDHqRNZszjXi7+by+mvCVC1KXLsy8psp1Xik17sb1iQbsuM0XESMP/NNCwTJnbwTIVwvezaGJHwOEAw5owgSoVqgd+fNdjRa/O5Mq99nbUpdfdSlOuWtYbwBsIEnuqBhXJdLGqGrQrKE99DVkoMb7wJsZ8h1QoUG+px7alPuchhWpeyTV8pM8G6LoQQrmnI+G4koFuowE+9HMzZp7dwj12E/9nYHgyn3id/7MXei/FEL3qxDkkoWu0ytuNpRRhurKebmdtaVFhKUgBF/a+EMqdbTTL3FUxlZKM0+Rq0/qNRhRDPvwRy0wfiVz3EVYYqV2b5wIKDfqtRvaaatJTDSo01LT0sOPZMNEqLYpFFrzq/8fGuW+CMndVfKAaw3ds2JSrFq4hFRpqu94k7xp3hQrdE4doeyLX+k6hmlfIdu5Fr57FeUXC0LRfXqpUhQ69AXzXbxLbWTMz2YuN+AlhYNfX8p07z2evUGN4xobhGRntzIVCz96XTmBZrUs3Gio0GPfZMOyrRJlTqcW49vNhFMtVVH7mx/9RFN+ECtXyKJf/KURt0VESuba1Tk9NT5frarRfV8KHQUJTBnQVEPs0QBgDlkJhs3N2aJs/CvnbvywAiUgP4/k6mupcRU+sS2v7/O6Zl7ztUSQjhSrz1lTJGTFYocjtlKuAyuT/89rwvyfzmGnUq9CmpD+VbkOkI7cOTyqK3W282aiHtXqMCi++6xEs0zujRvz47igwPp2vaokS7Td2YNZYsTyeEolSoUT/zCneNIeJTGmRkfC1ZMjuQC+F0qKl8i4858q4yJzcp01cl5JsVCSj/GQwNoyzx4u0wYp1exF2Xjn0ISqMz7Zi+zM1+tWpik+Jdncz3SnRbNU6M+aK9bOlOspkGz+Sdm6S6NWz9H44iaHJgmH7JPu9LbhOOahut1FbSobBPGteldPOVW3ZT+tLe1FvSHeATUdNzV5uPebdsH66Y5SULWWitb8Z4wLYKIWIRqOwZlVe51fsip2D5zOfSIFqZTWVqNEZNKi3mtD/YSyxUUAWIu8nNjOwvGqlgUr8L7uw96npbjTkcDDOQ559SSkibVCFNls6373LtDcPwHd7OPWUGqhEuVJN9cwuGRKht3vxPDDQ/GoNN1u7cJ4H1d4OjsY7sb/hxv9kcbu0FM6BzTbQlRifMqPscNF5cRXWlZfpfF9Cs6+mPGHsDySk+xFCcTW5FibKQq7osxKQPhmg/fsexg3NdDwr/y0ot+/F8rY9sYX7/6xFS5hLr7kILjfTtnURg2SnPd6AdD9M5L6SzJqV2c+bThUapXq3DZvcCUcOYZp7a9wyMCURvnIWR58faZOV7sZc25/nJ7txKm/LW8WWXexabsf9Yw+b/9qCesxD7zsRVLsPF3RyqLfVUwtErrq4HDNSv2e2/YqV2uKcemkrHJNoNpY4UaxQoFTKNLJ3tjF4oDgjKj4hER0LMbliYbcALmctgMiHXZzsvUn1nhNFGI1KTE9b6H/ZRedFLbY/18KdS4nC67vbFrGoL4laUA8AJKKfR4gpMzd2yI5qTTa5F+XyySYGmN1au1KpRv3fFExrtdiHvbhGVOx69QSqsy24Xg+i2NpM29Zr2Hv68fxhsX2zcJpNtnQFnbke3XsuOnu12MxRXOeDKB5vlf3uY3cChCUN+o3yilMvdablXHTITl1daN4rsQ/tnss1aBVh7kaB1Hp2Y2FCaJOpH4logUTaaurdooRDoH0y+4RklUYLw5lRTxC5E0KhTdbCWrkKLdeI3CdRC3Kau2FCiuk6V3KOmW7S3TR7rFw2RHYZmJTt2gJO+2VGdu1WYX+nF4/hBJaVUTy5ChpnoNxgpn4DSJ94cF2vZlejaVaXqYrUayR0xiQxIqEokxr59b7Ke+1cDvRM8i2M5o+WKmRrZEWGzZutJuGjJhunaz+OVpmxHS+0UUsBStSHLNfOjOXoiBfvkA9/6O5M7TOWqVCv1VPz5F7q92tm7Zv52saPsp07FSP0vpOTF4JpTjfz8Q4mu+0M2A7i32Ojbd8ix+aW086tUKHdmPz7vSDen3nwXQ9x956UDCBUoFq5Hv0TNex92opmeozlzZYKy6rXunjjUEKhMaFXZdZiTEe1s4PBnbM/T/fxZmdGH7+XRZJORQn0d9E5dBdtYzcN6wAaON0yzrFuBwdvktuY4wAAIABJREFUW2h+oT5rgMd85dmXjdJ2G0wh8pEvYZT4honsqkVToaPe2TN7wJREOBTH9MJhTCtV6L6rw/8TLc3f1qGrOErtiBP/p/NthTwUm+ppa5Rwvm3n+AMF2qds2J6aR0xMasH2ZSrUqkqUBiu6b5envQtGPIrvR+24Phqn+olWTh80zmz3KYsKHQ2n21D+yIXd6k7snrLFgu2FevRyi9sWSbDvOdqH0p2cCpWa6mVA0tutVOnRFPycMYY7j+C8oUymCi2hXe8yiEd8OL/vwn8PtHvb6H5a/3DS25LfW/Gak2PPDRBXKNHttHG6CIfneMiLN7wKy55sRknu1Z/0CMPp1Q0lmo0Gdj02n7SMXEb2NNEs4fm5SW1nol8qMTTqsMyjhYuCFMLdcZJLt0G/r4PWPdrijMZ1DXSfUOI8b6fxnTgs02DYY+O03KKVRRPE9Vw73jRRMN0vgOU6DI8pqd6oKT3a8YthfHcAZmsR6J7tYVarSdy9HUG77wT16zTwPTOe74fZu8+EdqWOw9fbufzLUm9eJCvMHLVF6ezp5fhVUG+z0tEof8ezux84cIQX3sGTjWqVGsaixKDs955xaoy4qDsfLCqteGnccz36bXD2lyGsG2flbOzTAOHVxpkJ5vqNRvhxgNB+/WyKTSxI4I4G48bskxHVRiOa8xlRT1Mhgr9UYHw+GXG0XI9xtQv/SAzzE7PXCY34UWw7lNhNSc4x00zGiStSeuVDsCGyoXu2mzZFF86Xn2PggSJRaLojS0HjHEif+/EOaTGmOq9SWPWkDZukmbuZTMZmP9O2jFKjx/CkhnklHM7z2vkiCPPW+1lqPEKyMXbVwZGeAMqthzjdUpO2e29+FkYfRq/YaXkjxo4DrbS9oEU9PSbjEpFPPbg6W7gcauNM4/z1/KNv50oE/2mUVXvbaHs6xb5VarHYzqG/6iH0VS1KpJxXyJpJU5aImvLaudzzYv+rfmImK62vHEU7vUHAVBxpbBRPn4OWK6O0dVvLJscXbxwq0e9pXtgdxe8FuDg8yY6WMxzaNqszVduaOfe1HQz8fRBllSJ7FuA85dmXjXk5r2IfOzn5ThTdbjN84OZkt4oTmYK3Qo25vWdm8Kh3dvAPT0DCjtFRf7onoRA/k39fuaHic0XOdPhrs/yb5SBvmHU2j2uSUsLcE15x9TyKV2YMeYUa/dYarN82z6k1I5sqPbXHu/On/WRQ+rPr0Te+yWCjjONHsm88PosK04EO1N/Toit1h7ZFQrFyPTrdLmpemd215aFRpaf+xDnKk7CZiQL1RkOGYpJT8DWadZVY+qiLg6+PYnGco15GuPf8yN/O6FDuM0uuM/KNQOkbV2T2I6WGzY/vZf2LtSX3MeXGWmzdxRX4Lb3Gih7rm/IKAQdHirs+APf9OL/vJrrBjBkf7u93obKn734DSvQHeuiY/nGjlTP/MK3T1JiO9mDKVysse2tlRj3MtWhVhkQh3EcNxapVqCdGU3alWwA2WRksa6HrxbqnAuPT9XiaO3F+7QTWTSqkMS/O86OYmlpnJqKKLfXUr2yis1fLie8aUD2I4P2hi9HtzbROH3RrgMaXb1I7XdNSU8P+Jy7R+dolVv0PM5plMQJvdOJR7aV7JuJIQ82+Gi51dnJpVTPmlUpiIy4631ext2vaYJZzTILIvwZBX5/ee0uwIcpOhRL9M22cm1e6VW5UawwYMn4nJ0Uvq9647eagzcP6F87Ruj273VbytZcyclOPsmSGPCqyUbX9MB1fnZxblqUgC6EPowT+KUR8m41DT2ToG4USzaZ6rE/7abngZ7RRP+/J/iNv5+YrgVChRPvEtNzL5ryax8YGmXJ9EYj+8hqhuBHbwRq0afN8BUqNnvrGevwtA/hDVvSLrXfz8RDqZ2VlpZkOVw5X4goDDccztUU6j4o8WwxKcl7F7gzP7BK1Prlaz+Nquk6epaXRi+X5Q1i2asm1MZaiLK7ChSxmuXDMJ9Unvwe9yHZsq53f6l4p91zMLU/zsVz7aGwpWqHB8oIQVMVSuUwJisqZFK+lSul1RsqXOgxKdLsXf/pYvhorZSIWZtjrxv1egPGvN9DRYkFLDepuO2dbnsP71GEO/Vnu3R7Lo9MWowjyEmK1HmOVm5vBOKZt83yBeY3TBbIVFvqeKy3Y2uM4f3yMxtfjKKo0GA+cpnlbiuOiQo3lpQ7iPb0cszqJK5Rotlo53TS70Yn067tIK3eweWaCo8Rw8BTN5504/sqNFFeg2mih7ZXatIVHpeEQp5rO4vzbFtwTcRQqPZYTHWm7Isk5BmKMfhpFs6nIqE5BOsuUVCsovI37l5Ty77i4hKjIUZbloaDG8N91KN5wcXZjK7XbskRevRtBtdtKvspwshF2bknMlesLj/obO9Bd6Md1zkfr0zuyRF65iSw3Y11qE6yHUD9LsLAU6byKEzx/kPYrk2i2WDh6pn7WU77WQlufkeCVS7j/3o7nda2sfFaAymXVqFcqqQRybO6chdmtfnNThAFZZaD+uA3lY8DnshuRnd9TUL1SjbK4B1o6pLb/d41KJeqV1YkCvnm3Ky8fS8apt9Dcyiw+nUmO6KAiUWw5xJtvzu8a5aI02baESB0PX1LiIy4OdniZ1BiwvJi6C6oWi/1NjCNeLr3rwn7QiVauc6nE91Z4I45iHFyrqDluQ9LMSVpKp+C4LHTPXKkJiVXlPFfF+LiSkzduEt+WJfy9mPqOJRunpbZ9PvfMuNOBQXLdSblBRlSjUpc3gikcCqJ5cn962lCFGuPzHRifz39p9bZDdGzLvxl4wWNiNxke0VDTuHRT9OdHYVu0LI4XjYVTby58InphGfRwKgRnbsiUDfnveZFkYy4ZtslKIfEyS2od4cWxItQ7O+he6cU7dJb2C1lqXj3fTes3Nb+zKUulUYniv6lRl2lilVWuLzQrzHT8QIP3Zx7OvjKQpebVYbpfMKEpd+r3vG2UR4xKJeqi5uAy5dmXiP/rv/7rv/6rqDOm4sRR5N7JZpp4vKTl6CVRQDZZGLryK8rCz1mIWJjAbQnNRv3s6sWjxEQQz7t+qp+0Ylpd+PBU4pLEZIUS5WI+dzm/3YMowU8iKNca0OarYR2XkB5UJnKVF5040U+CRJRaDGuK352lvE1Z7PcgEXzPjV+1C+vj5Vfh5e6/S0K2zYcvhnF9MI7xaQv6YtK8yjkmi+GBhDRVWWC3nQSy1JVc3Zd57bEgwYgS7RYtD22EPqxvUIiYj/aDPoxlcFoLshHhUnMniuOLl1qSSejCQU7et3LuBWPRkVcPxYbI5CGMHekTD+7MQvCPwLUfSZaqbMzKPOy9IvRh2SibTfi7bOcCRBjuu8z41nosG5WUU64/8vO0pYrc+WO5+V14t5TivBIIBAKBQCAoA9EhOy0hS0nODcESZ8yDvTXIrjM2TA95zikQCAQCgeDRRzivBAKBQCAQCAQCgUAgEAgES5YvcSUTgUAgEAgEAoFAIBAIBALBo45wXgkEAoFAIBAIBAKBQCAQCJYswnklEAgEAoFAIBAIBAKBQCBYsgjnlUAgEAgEAoFAIBAIBAKBYMkinFcCgUAgEAgEAoFAIBAIBIIli3BeCQQCgUAgEAgEAoFAIBAIlizCeSUQCAQCgUAgEAgEAoFAIFiyCOeVQCAQCAQCgUAgEAgEAoFgySKcVwKBQCAQCAQCgUAgEAgEgiWLcF4JBAKBQCAQCAQCgUAgEAiWLMJ5JRAIBAKBQCAQCAQCgUAgWLII55VAIBAIBAKBQCAQCAQCgWDJUjbnVVySkB4k/h27EyDwSZR4uS5eiKk40oREfGqxbrgAzOMZFv19fwmIjwUJ3AgTW6jrSxKStLhfJD4hsci3FCwkS0GuxcIEbgSJPniIbSgncQlp4lEeJDHCNwIExx7lZ3hUiRP9JEDgzkJpDflErrpwvRdEetgNEZSI6EuC+bJ0+pBAIBAsJiU5r4Ln66h72Ut05jdRfN9vpPFCEIC7HzhwvBVgvLir4qqro+58MOcR0SE7dXUu5hzxST+NVge+38w9J/ZhF03NbkJFtUUOScVRLqdRnmcoRGnvGyCK9+X871w29310NTfR9WEhRRphuM+F62pk/vckW1+Ux3jAjeOUj7tlaUUmyfHwfV+BdiXffzHtv+fFXleHayTzD0H6rY04Pshypc/cNDV34bsv9yZLBbnvRyL43kIZ4CHcsvp1dorun8lx5P6MHDIhhq+7iaa35yvRsjtB5jh1P/fhOOUmMDHP2yXlu32o2JGaPLvI95jr+OgHDhqt/XN1SEHK9d6TpH7noriL75QDd6B4aS+Lz9w0yWnXF8O4+lwMf1H4kgung7NTcDI+EcQjs+3pjBN4y4Hjg4XRGkW1JOTF648ULe/K9y3KaDssYR6NvjS/b/Hw+1Ie23767yNezp5sosn6HHV1ddTV1fGctYmmk2fxjpSmU7Iy4qIuq32VQRHyrzClfr+lI48EAoFgMfn9RbnLPS/2I66sSk7X2EPHbvWC3XrywTjRMRWTZb9yQnG4sNLzqpncTxDF+3ITrlvZ/2q2D2LdlOPUERd1Hd7iz5tmIozvrQHcHwWJPQCWqdBvr6fhOzVoqwqcO0MQV1072VsBrEs+/2/jjI9F4UGhNz3O6JAX7xObsT6uyX/oVIzAhU6cV0JIcQXKDbtofqEBw/ICLT5fR/uV7H+T9d4KEPnoLK43rhGMxUGhRK2rwfqXDRhWFHmhB2FG7wDcJToF6or5tSsnkxLRsXHiv53/paJDdpr6CpmrZtoGrejzHJHvG4EO65kOzLLfp0TE78UbV2PZo0cp97RUJoJ43vVT/aQV0+rUP0wijUUZz9avS+yfIBF6x4HjvcR5mu2HsTWZEt8/OY5UOYfRJPF/ixKtmq9ESzhBwhnydzzgxtGnpW3Qikr2tfLIuHWF5CPzeI/lIkb4RhhJo0e/UpHjmCLe+1SE4fMu3NdHiU7EYZkK7cYa6g/Uzz5Ttu+cR0/Keo/5yHdtgJ1tDB7QJ2VFFKmgGB/FO+Ql/ieZ42UuZdPBUhjveSfu65HkuNlP8wEz2owBPx7y4g2vyi0LHkTwD3nRbkltez49V1iezaHQ+54m87vOQ+fH7gQISxr0G9Xk7MWyvkWed6Ew0/ZmgXeR5xnSKLVPT4Tx/tiB67ox+3eR1U8kwkMunO/6iUzEUWhM7G+yYl6b3mMeel+SNW5zvMEl0Zfy6XoF5hNvYt2Y7+w4wb4jtA+BcV8ztqPr0SgTLYpLEUZ/7sbZ0cTF3W2cadTnbKts+SeXIuTfdH/s/yhCnNxyK50yyyOBQCD4EiHbeTVXAbloqnMl/rnOjFnGNYp2HGRVOCHa62ZFuq6xh44CPpCFIY40ASDJi7wqVjkCbLIyOGhN/909L/Yj/VDI0TEVYuCYnctVZo6etmFYqSA+FqD/tU6OH4vQ0dOATpazRI91cJBEK5KTVG0Jz5IkPuJnGOCXfgKSAUNOBS7h7z1C18erML/YTf3KKO7XO3G0jNPa24yxkIdivpO9HMSuOjjWE8b4QjdvflONYiLEpddO4jjiydKGfFeSCF5wMYwCBV6cfUa6D2QzkLM7BkIddbOGzTorPa8u5iAo1rk0F/2BQQYPJP6dcIhpSzfI7gW4dgvAj3/MgmVlCdfIOgnJR+n9M3bVycmLUYwvdFOv9uN8xYm9X5Xf+F7SqDG/OpihA0IMWO1c/pqmwBic5zifJutELUVHkdA/lqwnZ3fklcRUBI/tGG5pB4dftWFaqYBYCE/PSRwtUVnPVA4H+xxWmOkYnP5CiYlR6c8bJ3h9GAD/LwI0GAylOYyLIsaw007/f+7lxA/MaJbFCLxxEvsp6D5hLpvjv2yLaWnvOzvB83W0hzN+mU3nj3k43nyJyj/If8u7HzhwhMuh91J1/jSJ8ez52nq0hU7P9gwZZH12GcQCAzi6L6PU5WqFvH4Su+rEfkFi7yvdmFcqiY24ONnmgK4OzKXojyyUpS/JGrc5Io+WRF9K1/XThC40Yn9Px/rHCpw84cczFEO99xSte9K/uUKpQb+nlaPjjdjf9+B/Wo8p16Lsw5J/UxE8J+0MTGzG+qoNAwEGXnNhPznJaYcFTQG5tdCL+wKBQPAoItt5lU0BzRLF+7KMlbZikWEAAlAoxHch+MyHZwzgMr5btTTkdVSUkV/fJYSWHQX0WfzGZS7f11Bvt2JIGmOKlQasL9QTbHFz+UY9uq1F3lsKEbwFjAUINerRVcxdHdLlO/++n95eL5NrtGgjPnp79XS0mLJPPCI+3FfB1NKGdYsS0GA90Yx0sAv3z/di3PMwPJYRfO8GYGcbzduTH0Clo/Z/7OfmERfqljdp3qZgxuGU6zKxEN7znbgClZiPd1OPm+On2jk4Vovt+Xr0aU6hbI6BbDy66Rvx/4gBUWITgOyIwCRSmEs/7Ce0XIuWEO7XBlh/ogHdQs+mS+6fqX1IA9Ry+JlrtFzwcfNZPcYFbnYmob4m6voyf1tweppOXEKKRQl/Hpt15Mf8+CdAv7bAtco1zmVMmAGi5clWzs2/+rh0pxqL4xCm6UmwSoel5TChRie+G1aMjy+8qycvt4MEgOiNILHdNajkRgkliX3ci/PKJNq1Wu5+2MvZjR20Pr7AE6wvfLgD67Geq0WnAlBiOnyU8MGTuG/U0Lw1w+17K91xmY0ie/nDIxoljIaaP3p4TZA+vszlCQWmbxnTJ+pX2qm7woItFqUxFcIzGKXmxDnMkpu6bHafrH6SkMHrD5yjdl0ivlS5vZmj/9LIyXf91DQZ0xcRlkpfeiAhAbH/mEehiiXQl5D8XB6SUDxegzFN33uTC9PFLY4plhUpT5PvMXI/BiX02GLkX/zGRdx31NR3tWJeDWCm9SWJllY3F2/smiu3BAKBQFCQ4tIGM9I75IW/FklWYygZ4v32MJEHpaSVeNOitbJR1AqHFMT1uofJDWbM+PC85sLQaUW/CHOS2FgYWIW6gPExfj9KHD3azLmfRoueOOH7xddMCf2kH3+VCtWDy/RfMdOxO2WFNjkByspUjNAVF84LfsbX1tNxvBb1mIeuk05amv3s/ysr5nXpSUrRET8RdrB/a8pLVRrZYYJhf5DonkIRHQvBOONjoM3sJys0aIFwbJzcxlCc8M9duH/mJ/iFBGst2H5Qj/4rk0xWWOn5wWYGfujEccRD5Wo9xj+tx/otbZoRLd324urpZzgSR1GlY1fTURoMcpO7QriO1OV2qEFp0YHzJsLNf44CUXy/jGF6QjU3yjObY3gqTvRXbrpe9xBWmmjtaMaIn7NtTuyHg1heaKX+T9QoFigVs+T+ORFmdAyMz66f+ZXGsAP1BQ+hL8Ao93NOy8mcyJsAZMq9RBSczDZME/LiHB5HXQlQjXYj+C/4iFaZObQ1XSjOOMuS8p1yj/PF0FEyqKxc3PvJJ8bwoIfochWqETcXR4xYN6UsEuVL+YqF8PY56f94HO0zHdj2qom+14W9p4WmG/tpbjQnHQbZmJ8Ojn16k+iGHWxOvX6FDv034jhDYdiasWySz5mST1ctQSK3AqAwoFm0NNp0pE8GaO8ZhsdbsWZOthdTZ1ToaHC0Jv6dY8FSVj+5H+TmmI4dm9I7q26TkXhPiDDG9EW4JdKXpIAfPxD/wEfoz7NEzs/ohNxpZQ+7LzERZOBvnAxXmGhtzHASZmt3lRHLbhXtFx10/UEz9d/KkjZ4MYpq96EMR1hu4iPJ9/ihn9CzOnS/kem8L0H+jY4ME1/TkB7NvdpEzRo3AyOjNG8VyX8CgUBQLEU5r0JvH8NxRU3D377Jrqog/TYHdqeSM7a88Ta5eZDYHS0Wk1BPC/csxlB0yIH9Auxt76N2jcRwr112Wol6dweDu0trXlbuDXP2lV58mGh90Yoxvp5YmxPHsTiHXzmEKddkMdtkM+9qZaIOS/jzm4RjwGSU0CcRxmNRMOwqmPJXvVyNgiDhCOhTHViRMEEUaJdXQxEl3mMfO+l8T8LQdAbrg05aztvpWnaC1ifyREbEw3hOdXHp0yhShQbTvlNYd2pRVgBrLbSd0eP9eyf9Lx+kv0rD5n1HZ64XjYRg3Y45YdWaNTr48C5RSlkzmy/VVK8EXyTj7vcihAG1qjrPuQpWPaZl/bdN1BvWo1WlRGhp2xg8YKChvY+GWJjAx36ij61KN+zGvDja+qG2g74/1yL9wondcYTxo+do3lpgEMiMSpFPIUeY/JXT2If9uL/QoN8kEbzQi+/rNmpmojyzRbDF8Pc6cH0cJjalRLfTRs8+QzJ6z8ghZzfGC06crzXhqVCh391M67My6mDdDRMC4l9EYVPhnlVy/0yu+qqVKV93mRIVEp6X65hOPs29ki83Em8R2ViLbbpuyVQMf+8xApIKs70e/bL0QzMdFMGyjnOJYN8xHDf0NP+gA9OyMJf+zi47RaMs/HENtWsu4/6hC+2L+zEk0wa95/vxLzPRuuVhRl1JhC920htQYnm1G8NwC+2n2ql8qY2GjbnbFb/jwfF3lxi9J4HGxH7HbG0g7Z42zm1MONXtB/tRrt5Mw4ut1KSohXLo4LuRMDxWP6cOm2aNDulXUSR0i5C6KJ/ohy4u3YHJzwOEUjfKmJIYv5dSaqBgxHbSub9Vz/pCh5abWAjfOy5cPw+jfLyVM4eNpb3jBxLSVCXKGZkXR5KA/1tZ9m8mq5+M3SWMlvpMB84qLbqJm0QnQFdsBPBCIwVx9w9TaTCiDXro7DPMLTNQ0JH4EPvSVIzQVTeuPl9isalbbkq4An3jOXo2XcL907M4/nE8UUcQUFSpqX5Mx67jPdRukaklpkK4+4Zhgx7dbQ+9F4x0fDe/8750+RclEgZ02gwdpkarA8IRougfgh0rEAgEjzbynVdTQa4NxVDXnsCyWgEY2L/fhLf7Mv57SedVqoMmi1HmTa3TgwLVymoqlRr0G3dg2ZdjyfaBH/eFENp9PdSuVQJKTAeaGQ204/qpBeMz09O8lAn1AqwGxiNBfD8doP/nYVhbS9tL9eirAEy0dihxnerEeeQanm/tp+HbNeg1812hnCT8gRu/Soe6EpSP7aBeG6T3vA/9Nydx19WlF3PMeN+KLbvYtdyO+3UXq5KTqPhYgP7X3USW7+LwFpnhyvEogQtddA6FUe5so/lxFUpsnIi2c7K3hec+bKDjry3ZJ9sKLTuetaKt0LJ+tWpuFEyVFvML3Zj/MkY4FIaVi50KOBsNIK/OjAbTt3VcPO/E+fUODn9TjeK3ETw/7CcEhLqfY7g75fDMb7LOTG2hyYpKi2F35tuM43+3n9Ca/fTs1aIElNsP0/xpgPY+D5at9TPvfzYNbGGKepbTGRz9yIm9N4Bydxu2ukrcJ09y9thxIi+00pDTGFWh39PA4Ser0f+xZm6fqlBj+G4HffviRP41yPhXtLImSKERPwBhn5/IUxYye+KciKEFwGwfxPrVRysqJI17AQZe68RzW4mxqQPrpkV2J0R8uK7EMdsPJxcRtMmU3n7cv6ihdft0e2bHfcKZVsQ9CkU3VGiwnOhAeWEA18v/b1rBdlt3fZ4af8WR2R8LToCmU5WvS+gau2lYp4Q/7qD5vh3nyYP4H2+mo8mYtUi/YvUOGr6nhbXTTvd0lGvNNHebORwLM3obVpWpZlAaU3lSpf5PwiG8aL1NRoRL9ar1aCuVqDdtZgegWK5Bu3y6hZUoq8bxHGtiQJs/sjA+cplLXygwPQP9BXS+fPLrPekTD653LuH/TIIVBizHe6iX6xzIQvBCI+1p9ZPGiUUBrar830xOP5kiT51SCekBxaevl4qMvhS75cX1moubv2fG1mxFe9uVKDNw28Lh5y2Y1si71cPoS0hBPOfdXLoeQkKNYY+NnqcNRdeoU2+ppXlLbamNTDAR5tLfncTz7zqs7W0YPu3C3nOS47/ZT+sBc85NjJaE/MuHjD4kEAgEXybkO69+EyEcB8O62Wmd4mvr0THM3V/DKphx0MwpximrdlWOmj23g/jjWuoNKcbTMj2bvwHeT0LE0CYN7oxoD7k73qSScyIgcfNdB+7P9dkNueUGrI5/wPKri7jecuN4V8W5F0pcpZxBTc3xU9SktCHQ6yJWZaZ5Ww36J2pmCqpmLX5aoaPh9Ck0bw3Qe+y5lN0GrZz6Tg1aucbDZJhrH0bR7m3D9vT0Sp8S3b5TdG/y4ruvQ5vHD6Zaayi8a5lChXajIe1X6q9qs0ZeRMfCsMZYptWq4pW9emcHp5Vncb3RwnOvJ03gZVpq29uo3zD9xedGDOXdXe9WjhSwGYfnKMGP42i/Y0h5bgX6LUa4EiR0H7TJVeS0yJYia9kkWAQDKB7G8zd2Bj4D7d422p7Wo6iABscZ9Bc6cb7mRNXVkbPwulKjx5D9T7NUKNCsM8xxQmUlNszFKxL67SbufuTm4sc1NG9LH71zUppK7Z/JFNNQaoTX3TAhdOz4av5m5t+hMTuF0qHLUfMqfi+I71LSsb/CiNVxaM6uXbko5ziPfeIngpH9G1ME0goDxjUu3KEwbJ/u1Zl9vIit1uUsQii11DzfRs3zeY5ZpsG420x1vmDNPBRdyHciyOURJabDJ2h+InlehRpTSzfaX3jxf2V9bjldoUK7pXA+q0KlRb8l5Rdl1cFFspB1imT0AcU6E+a8DoEo0Tug+HqeQ6Qg/b1epHVW6rcaUacUUS+14HmC/DJeuWY96w0N7Hp+B7rMRbgZqjF8x4ZNuaqE+0e5ewfUm0vs/IvNQ+xL0oiLY6cCaPfY6J52+myy0nN2F8M/6+dmaFKe8+oh9SWUWtbrNtPwp4fZkW2xKUm1oR6bWklqb5K3s3EGOd5n7LoT++vDjKuMHDrdSs0KYEUr3ZpE1FT7BTU9h3MUXi9V/qFGvQr4PEIMfYp8jRH5HFilLo8d+1DKPQgEAsHDQ77zqkqFmukih0kxfD9KBDXlsUGqWb/bDGszLlaG4Y6BAAAgAElEQVRZSSVRYjFgZjIbY/w+8AfK3LtzlTVVSonxhTfzF1OuUKDeUo9tS32Z7plOdMhB54eTmFrmpuLkpErGJKoQSiPN/dmfXL3JzMzT/lENNpcJlmU4cG5lPTUnpmTRc7VOjzLuI/CZFf2G5B+nQgSG4yifWP9QQ6012w/Rtv1QUefk3/CgEJVULoPov6UXGI3FooASZa76OnI3PJBDOSeiCi01z9tYX6lHl5paWKFKRE19d/oXSjRGM2Y0M0ZlKQ4c9TPd9OzN4caaiuL9/9m7//io6nvf9++aDqXMBidSpukeoIyWpD2ZzSORYqpG3WRzCBwbeosejC2hOx0PQqXRFGqaNg0lzW4ONjGaYqFcp7GANXIqnhp7IGwbLhJro9Xw4ExuJRaGA6TGUcwIHWQzN+X+kQQmyfxYM5nAAK/n4+FjZGatNSuzfn3XZ32+n++jG9UxPl+V9xfKr3bVbahRhj3yqFPx7592ZWRLLR1u+e7Mk0UDWV8T82SfIum98N85un1oxNJCjCgWH9MEvzxHLCp4sF4FX7L1dws2KJHHeX/hXq96T+n8JUp9PvlOSONMMRahCgxkYJzsVlfPWdky4znjdKmppEHdX63W6rkXbl26nlmlhp7Fqi51Rg/sJ8q0xarfEiJzIcUs262Ldf6TzGVqdBVq3ISBf8cVAM/V6i0lyknkNTjFJPWF+0wK3rrDj5PBOm6jHSE1oU70dzW3p4XZr/q8aqmvUcvJdDnXxhnM6wvIf/qsJJ+6u7w6azPYRcmcrvyvpsu7s0JLSqNs+XiCjad88gYky8QxyJUzsp+kKPKortdc+N9LvS+ZZzm1+ekQH0y0KfeecuVKkgKRA4mXcl+SWekLFyv9vRZV3Fsa5Twy9AF0IrO8LbOXafX375L180OvT4NZU+elZih/oZQxeBsymvPfeCk9M1va0643ffnKGzzZ+95U+1tS9rw4y60AwFXOePBq/I3Kud2kuu1b1OYo6a8n8utd8k8rVM4042OdeQ+0aMfzzXIfDeq7brFq6g25KvhaoZzThjVoBmuI/HKrsr9fJMfEgLpfdqnpgEm5pdGH6PYd6ZDHb5Mj05o8w9APNgROdquryy3/5xYPNEJC8cvzXI0qnvVo6qK1ct48igbfQI2xCw2QGJoxBi/iFzICwtXmMThM8cwCObN3qeHxBtmrSpR7nVdtG2vVfCZdzvzYL/qBU36djbnhFZ7vSIc8Jyyyz7ZfhBvQdOV9xa5dz7q0NbtcRbMsChxrlWu7W6ZbVys7SheHQI9b7m7z6NY1zI1of2PeHnO2ltnm6C+K2+dX9x9b9NxLrXIf8vZnCKq/nsXU9BzlLSyQM6gGVegATnDtsBjWos+n9o0Vcr1lHqjPZJbuK1f+W1VyPVyls2tXq+CGMPPGvX+alXNnvszVLtU+N1XOtF2q/Z1ftqV5kUfqPK+/Fp7f5pAjLQFntGNtcr3Uq5y7Cwa6QcfBnKMVNTnydzaraYtHC4pzjWW8SQk9zs2z85Q7vk5NT7Yq48E82a7xyf2MS7tO2XTXHdGXdSELbaBLuyTrDdmyTc+QNT2OM0afX74er7ynzw552+/zyvuOX2fDzDbEQBDNf8Kj7hNm2WdHnyUig0Ho812AwgXAD7i0pNpj6CY+EdfgqTa71DY8g0HqPtIlk31kjaOECL5Oxx3ADOMDv/wWkxyhrsEnOuRaX6uW7lTll5VHDKKPEJQlZLJYlTpe0uR0ZU+fqgxrehzXvTHIxJ2YqzWN2UEPuhLH0H6SNlV27VP3CckRXPfquEddphC1sBJhlPuSoYc28yu1/b5hR0JS7UtGyzME88v9QpPaLQvkvH0UZSVSLLJnDvw277nV8r+a1fpal46frz9nkiUtQ465ebrrbqdsg9fCUZ7/zLfepYJnKuR6dIfs310suzza8ahL7sn5qoxWq3S4sTwfAcBlJIaC7SblrHxEKzbUyvXQEjUETLJkFqjyRwWyyWsoeOXdXaHSXwWU963Vqpxtl3Ugg+j8qCGrS3Vw7RNyBnf7GKghMu7JBtU90Cx/QDJZHFpQ/oSKDBQQOf5SjWo8F2EY52iGFGw3yTwlVeaU/pujbKs/9Dzna8hIjqXVWr3IWP0enWhRxcphgSaTWdaBmhtmm0PpVoumToq98Ri+8TEQlIp5ieFYlPvwI9KTG8/vb+bP36YVVUX9Kd/RDEv1H2x8mW0OZc+zBXXHjM/xl2pUs7u/YT/yxmmcTJ+yyirTkIwA40/xRt4w2BZVqtrkUsPjD6h5oI6O41/K9cTS6AHc3o4m1QwEmC5apochAbm3lKpqz1QtXlOu+i/YdL6m7xmvPK/uUN36Uu37Rr2q5yf66A2oa9vDqntZQ+szmR1yVpdL62vVvMejvHDBq1Hsn6ZZhaos9qvhmQqVnTHJfme5yu802jA/rtb1NdGDv0b1HlTLTo+mfjlM8Co1Q/kLrbIZyPb0H21Xy067ckIGr/oza63Th++tozzOg5lzVFJfrq0bNurhr29SQCaZp+X0F9idFmlGI1loxq5xwfyv7dM+SYGgLDudade+NkmBdnW8VxDyxmdIbcjz522r0rNzZTEwmEB0EQZUGIPR0xJxDbZk5sj25LAMhr4uuf9kUs79iSs/PbQb7WAQ0yxbZrYWTB/tVSPIzMWq3zw8E86nrhdcani2/UL3phju141kZnpj3YnHiMk8NhXKDO0nkx3KmeZS+wGf8oMzIg+0y3TzioQVM0/kvhR524Ye2OTK2Jf86m5vUYs9Z3TBq0HvtajioS3y5Tq1+kdrZJ8y0ODoC8jfc1DNjTUq3X1QlfVO4z0cIklJV9EjlTL/3KUKZ5MCMsk2u0DlDxrrQXHRzkcAcBmJabRBpdiU92B9nDf+XnXs7VLg5nI5bx1aIcBktsmxqFAFe0u19dWDcmYOe85nHijsHdf3jt7o+t4bHB1s+NDPfV61/KxWu07eGFMNGUnSZKPdxbyKsSPYxZViU+791cqNsdujoYbXzhBvHmrS8vJmZTy4Oai4czwsyivdMPI4MdCNb7Bbwkhm2ReWqD6RI2d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" + } + }, + "cell_type": "markdown", + "id": "855e0ab0", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "319465c5", + "metadata": {}, + "outputs": [], + "source": [ + "arr01 = [[50, 10, 100, 20, 40],[30, 50, 70, 10, 60]]" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "e6b52dfa", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs(arr,start):\n", + " len_x = len(arr[0])\n", + " len_y = len(arr)\n", + " visited =[[0]*len_x]*len_y\n", + " queue = []\n", + " answer = []\n", + " a,b = start \n", + " queue.append((b,a))\n", + " \n", + " while queue:\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " y,x = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " if nx < 0 or nx >= len_x or ny < 0 or ny >= len_y:\n", + " continue\n", + " if visited[ny][nx] == 0: # 방문한 것이 아니면 \n", + " if visited[y][x] == 0: # 주변에 방문한 점이 없을때 \n", + " visited[ny][nx] = 1\n", + " answer.append(arr[ny][nx])\n", + " # print(ny,nx,arr[ny][nx])\n", + " queue.append((ny,nx))\n", + " \n", + " return answer" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "f5d4a92f", + "metadata": {}, + "outputs": [], + "source": [ + "start01 = [0,0]\n", + "start02 = [0,1]" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "35a75a99", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[10, 30, 20, 70, 60]" + ] + }, + "execution_count": 73, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfs(arr01,start01)" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "879eda47", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[50, 50, 10, 100, 40]" + ] + }, + "execution_count": 74, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfs(arr01,start02)" + ] + }, + { + "cell_type": "code", + "execution_count": 77, + "id": "4e306582", + "metadata": {}, + "outputs": [], + "source": [ + "start01 = [0,0]\n", + "sratr02 = [0,1]\n", + "answer = max(sum(bfs(arr01,start01)),sum(bfs(arr01,start02)))" + ] + }, + { + "cell_type": "code", + "execution_count": 78, + "id": "858f9243", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "250" + ] + }, + "execution_count": 78, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "e189a3b9", + "metadata": {}, + "outputs": [], + "source": [ + "import sys\n", + "input = sys.stdin.readline\n", + "\n", + "T = int(input())\n", + "\n", + "for _ in range(T) :\n", + " n = int(input())\n", + " dp = [list(map(int,input().split())) for _ in range(2)]\n", + "\n", + " if n > 1 :\n", + " dp[0][1] += dp[1][0]\n", + " dp[1][1] += dp[0][0]\n", + " for i in range(2,N) :\n", + " dp[0][i] += max(dp[1][i-1],dp[1][i-2])\n", + " dp[1][i] += max(dp[0][i-1],dp[0][i-2])\n", + "\n", + " print(max(dp[0][n-1],dp[1][n-1]))" + ] + }, + { + "cell_type": "markdown", + "id": "7fc71c4b", + "metadata": {}, + "source": [ + "## BFS로는 풀리지 않았다. DP 알고리즘을 활용한 문제 풀이" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a1b62245", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From d1977fd4cfa2d159bc49023cb41362fddf6ddb92 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Sat, 19 Mar 2022 22:20:58 +0900 Subject: [PATCH 06/24] '20220319' --- .ipynb_checkpoints/1309-checkpoint.ipynb | 121 +++++++++++++++++++++++ 1309.ipynb | 121 +++++++++++++++++++++++ 2 files changed, 242 insertions(+) create mode 100644 .ipynb_checkpoints/1309-checkpoint.ipynb create mode 100644 1309.ipynb diff --git a/.ipynb_checkpoints/1309-checkpoint.ipynb b/.ipynb_checkpoints/1309-checkpoint.ipynb new file mode 100644 index 0000000..69fc8e5 --- /dev/null +++ b/.ipynb_checkpoints/1309-checkpoint.ipynb @@ -0,0 +1,121 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "id": "024b4a2f", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "318524c7", + "metadata": {}, + "outputs": [], + "source": [ + "n = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b198f08c", + "metadata": {}, + "outputs": [], + "source": [ + "dp = [1 for _ in range(n+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1af2d3f8", + "metadata": {}, + "outputs": [], + "source": [ + "dp[1] = 3" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "099f72e2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1, 3, 1, 1, 1]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dp" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "82cc9193", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "41\n" + ] + } + ], + "source": [ + "if n == 1:\n", + " print(dp[1])\n", + "else:\n", + " for i in range(2,n+1):\n", + " dp[i] = dp[i-2] + dp[i-1] *2\n", + " dp[i] %= 9901\n", + " print(dp[n])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "709faf8e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1309.ipynb b/1309.ipynb new file mode 100644 index 0000000..69fc8e5 --- /dev/null +++ b/1309.ipynb @@ -0,0 +1,121 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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+ } + }, + "cell_type": "markdown", + "id": "024b4a2f", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "318524c7", + "metadata": {}, + "outputs": [], + "source": [ + "n = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b198f08c", + "metadata": {}, + "outputs": [], + "source": [ + "dp = [1 for _ in range(n+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1af2d3f8", + "metadata": {}, + "outputs": [], + "source": [ + "dp[1] = 3" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "099f72e2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1, 3, 1, 1, 1]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dp" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "82cc9193", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "41\n" + ] + } + ], + "source": [ + "if n == 1:\n", + " print(dp[1])\n", + "else:\n", + " for i in range(2,n+1):\n", + " dp[i] = dp[i-2] + dp[i-1] *2\n", + " dp[i] %= 9901\n", + " print(dp[n])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "709faf8e", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From ac862f2f5adcbc05b94e305d7405c563889142f6 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Sun, 20 Mar 2022 15:41:56 +0900 Subject: [PATCH 07/24] '20220320' --- 11660.ipynb | 120 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 120 insertions(+) create mode 100644 11660.ipynb diff --git a/11660.ipynb b/11660.ipynb new file mode 100644 index 0000000..5c9a391 --- /dev/null +++ b/11660.ipynb @@ -0,0 +1,120 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "fd6deb70", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "7297e2ab", + "metadata": {}, + "outputs": [], + "source": [ + "#input = [[1,2,3,4],[2, 3, 4, 5],[3, 4, 5, 6],[4, 5, 6, 7]]\n", + "input = [[1, 2],[3, 4]]" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "11a3d39c", + "metadata": {}, + "outputs": [], + "source": [ + "a = [1,2] \n", + "b = [1,2]" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "81cf8297", + "metadata": {}, + "outputs": [], + "source": [ + "sum = 0 " + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "69dc05df", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0 1\n" + ] + } + ], + "source": [ + "for i in range(a[0]-1,b[0]):\n", + " for j in range(a[1]-1,b[1]):\n", + " print(i,j)\n", + " sum += input[i][j]" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "b5fe6c95", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2" + ] + }, + "execution_count": 33, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sum" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ab549071", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 90fde9c2a6d5d422f4de6da76794168e3b3eafa2 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Mon, 21 Mar 2022 20:47:24 +0900 Subject: [PATCH 08/24] '20220321' --- .ipynb_checkpoints/1325-checkpoint.ipynb | 198 +++++++++++++++++++++++ 1325.ipynb | 198 +++++++++++++++++++++++ 2 files changed, 396 insertions(+) create mode 100644 .ipynb_checkpoints/1325-checkpoint.ipynb create mode 100644 1325.ipynb diff --git a/.ipynb_checkpoints/1325-checkpoint.ipynb b/.ipynb_checkpoints/1325-checkpoint.ipynb new file mode 100644 index 0000000..a95fa6e --- /dev/null +++ b/.ipynb_checkpoints/1325-checkpoint.ipynb @@ -0,0 +1,198 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "c6b57be9", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "09137443", + "metadata": {}, + "outputs": [], + "source": [ + "input = [[3,1],[3, 2],[4, 3],[5, 3]]" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "0d3304c0", + "metadata": {}, + "outputs": [], + "source": [ + "n = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "0bd8cd8e", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [ [] for i in range(0,n+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "c27e50d8", + "metadata": {}, + "outputs": [], + "source": [ + "for a,b in input:\n", + " arr[b].append(a)\n", + "# if a not in arr[b]:\n", + "# arr[b].append(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "c363e827", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[], [3], [3], [4, 5], [], []]" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arr" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "fe8f2b4c", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs(arr,start):\n", + " cnt = 1\n", + " visited = [False] * (n+1)\n", + " visited[start] = True\n", + " queue = []\n", + " queue.append(start)\n", + " while queue:\n", + " v = queue.pop(0)\n", + " #print(v)\n", + " for i in arr[v]:\n", + " if not visited[i]:\n", + " #print(i,'**')\n", + " queue.append(i)\n", + " visited[i] = True\n", + " cnt += 1\n", + " return cnt#,visited" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "43699009", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfs(arr,1)" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "2858538a", + "metadata": {}, + "outputs": [], + "source": [ + "results = []\n", + "max_cnt = 0\n", + "for i in range(1,n+1):\n", + " cnt = bfs(arr,i)\n", + " #print(cnt)\n", + " if cnt > max_cnt:\n", + " max_cnt = cnt\n", + " \n", + " results.append([i,cnt])" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "930c7533", + "metadata": {}, + "outputs": [], + "source": [ + "max = 0\n", + "answer = []\n", + "for result in results:\n", + " if max <= result[1]:\n", + " max = result[1]\n", + " answer.append(result[0])" + ] + }, + { + "cell_type": "markdown", + "id": "529a28b2", + "metadata": {}, + "source": [ + "간단한 BFS 문제이다. 하지만 양방향이 아니라 단방향이라는 것에 중의해야한다. \n", + "그리고 start 노드를 방문처리 하는 것을 잊지 말자." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1ef01678", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1325.ipynb b/1325.ipynb new file mode 100644 index 0000000..a95fa6e --- /dev/null +++ b/1325.ipynb @@ -0,0 +1,198 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "c6b57be9", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "09137443", + "metadata": {}, + "outputs": [], + "source": [ + "input = [[3,1],[3, 2],[4, 3],[5, 3]]" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "0d3304c0", + "metadata": {}, + "outputs": [], + "source": [ + "n = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "0bd8cd8e", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [ [] for i in range(0,n+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "c27e50d8", + "metadata": {}, + "outputs": [], + "source": [ + "for a,b in input:\n", + " arr[b].append(a)\n", + "# if a not in arr[b]:\n", + "# arr[b].append(a)" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "c363e827", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[], [3], [3], [4, 5], [], []]" + ] + }, + "execution_count": 70, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "arr" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "fe8f2b4c", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs(arr,start):\n", + " cnt = 1\n", + " visited = [False] * (n+1)\n", + " visited[start] = True\n", + " queue = []\n", + " queue.append(start)\n", + " while queue:\n", + " v = queue.pop(0)\n", + " #print(v)\n", + " for i in arr[v]:\n", + " if not visited[i]:\n", + " #print(i,'**')\n", + " queue.append(i)\n", + " visited[i] = True\n", + " cnt += 1\n", + " return cnt#,visited" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "43699009", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "4" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bfs(arr,1)" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "2858538a", + "metadata": {}, + "outputs": [], + "source": [ + "results = []\n", + "max_cnt = 0\n", + "for i in range(1,n+1):\n", + " cnt = bfs(arr,i)\n", + " #print(cnt)\n", + " if cnt > max_cnt:\n", + " max_cnt = cnt\n", + " \n", + " results.append([i,cnt])" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "930c7533", + "metadata": {}, + "outputs": [], + "source": [ + "max = 0\n", + "answer = []\n", + "for result in results:\n", + " if max <= result[1]:\n", + " max = result[1]\n", + " answer.append(result[0])" + ] + }, + { + "cell_type": "markdown", + "id": "529a28b2", + "metadata": {}, + "source": [ + "간단한 BFS 문제이다. 하지만 양방향이 아니라 단방향이라는 것에 중의해야한다. \n", + "그리고 start 노드를 방문처리 하는 것을 잊지 말자." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1ef01678", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 4946d2d371fb1c0b03ba5ad417c8ae2054579c2e Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Tue, 22 Mar 2022 18:59:24 +0900 Subject: [PATCH 09/24] '20220322' --- .ipynb_checkpoints/1446-checkpoint.ipynb | 108 +++++++++++++++++++++++ 1446.ipynb | 108 +++++++++++++++++++++++ 2 files changed, 216 insertions(+) create mode 100644 .ipynb_checkpoints/1446-checkpoint.ipynb create mode 100644 1446.ipynb diff --git a/.ipynb_checkpoints/1446-checkpoint.ipynb b/.ipynb_checkpoints/1446-checkpoint.ipynb new file mode 100644 index 0000000..0afbdc8 --- /dev/null +++ b/.ipynb_checkpoints/1446-checkpoint.ipynb @@ -0,0 +1,108 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "5b5382f9", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "cd6fd714", + "metadata": {}, + "outputs": [], + "source": [ + "d = 150\n", + "maps = [[0, 50, 10], [0, 50, 20], [50, 100, 10], [100, 151, 10], [110, 140, 90]]" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "dc9450aa", + "metadata": {}, + "outputs": [], + "source": [ + "position = [i for i in range(d+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "d59606b4", + "metadata": {}, + "outputs": [], + "source": [ + "for j in range(d+1):\n", + " if j != 0:\n", + " position[j] = min(position[j],position[j-1]+1)\n", + " for i in maps:\n", + " if i[0] == j and i[1] <= d:\n", + " position[i[1]] = min(position[i[1]],position[i[0]]+i[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "9d33eb8b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "70\n" + ] + } + ], + "source": [ + "print(position[d])" + ] + }, + { + "cell_type": "markdown", + "id": "2c766141", + "metadata": {}, + "source": [ + "다익스트라 알고리즘은 다이나믹 프로그래밍을 활용한 대표적인 최단 경로 탐색 알고리즘이다. 최단 거리는 여러 개의 최단 거리로 이루어져있기 때문에 작은 문제가 큰 문제의 부분 집합에 속해있다고 볼 수 있다" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "58e65ea3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1446.ipynb b/1446.ipynb new file mode 100644 index 0000000..0afbdc8 --- /dev/null +++ b/1446.ipynb @@ -0,0 +1,108 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "5b5382f9", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "cd6fd714", + "metadata": {}, + "outputs": [], + "source": [ + "d = 150\n", + "maps = [[0, 50, 10], [0, 50, 20], [50, 100, 10], [100, 151, 10], [110, 140, 90]]" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "dc9450aa", + "metadata": {}, + "outputs": [], + "source": [ + "position = [i for i in range(d+1)]" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "d59606b4", + "metadata": {}, + "outputs": [], + "source": [ + "for j in range(d+1):\n", + " if j != 0:\n", + " position[j] = min(position[j],position[j-1]+1)\n", + " for i in maps:\n", + " if i[0] == j and i[1] <= d:\n", + " position[i[1]] = min(position[i[1]],position[i[0]]+i[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "id": "9d33eb8b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "70\n" + ] + } + ], + "source": [ + "print(position[d])" + ] + }, + { + "cell_type": "markdown", + "id": "2c766141", + "metadata": {}, + "source": [ + "다익스트라 알고리즘은 다이나믹 프로그래밍을 활용한 대표적인 최단 경로 탐색 알고리즘이다. 최단 거리는 여러 개의 최단 거리로 이루어져있기 때문에 작은 문제가 큰 문제의 부분 집합에 속해있다고 볼 수 있다" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "58e65ea3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 8772c948410d093abe63cc1fc03158090176a6d3 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Wed, 23 Mar 2022 16:21:34 +0900 Subject: [PATCH 10/24] '20220323' --- .ipynb_checkpoints/1238-checkpoint.ipynb | 176 +++++++++++++++++++++++ 1238.ipynb | 176 +++++++++++++++++++++++ 2 files changed, 352 insertions(+) create mode 100644 .ipynb_checkpoints/1238-checkpoint.ipynb create mode 100644 1238.ipynb diff --git a/.ipynb_checkpoints/1238-checkpoint.ipynb b/.ipynb_checkpoints/1238-checkpoint.ipynb new file mode 100644 index 0000000..af6a5a0 --- /dev/null +++ b/.ipynb_checkpoints/1238-checkpoint.ipynb @@ -0,0 +1,176 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "efc1487b", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a4267c8a", + "metadata": {}, + "outputs": [], + "source": [ + "n,m,start = 5,6,1\n", + "input = [[5, 1, 1],[1, 2, 2],[1, 3, 3],[2, 3, 4],[2, 4, 5],[3, 4, 6]]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a5d9c01b", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [ [] for i in range(n+1)] \n", + "visited = [False] * (n+1)\n", + "distance =[INF] * (n+1)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8577ac29", + "metadata": {}, + "outputs": [], + "source": [ + "INF = 1e9" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "185eebce", + "metadata": {}, + "outputs": [], + "source": [ + "for i in input:\n", + " graph[i[0]].append((i[1],i[2]))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "12546e37", + "metadata": {}, + "outputs": [], + "source": [ + "def get_samllest_node():\n", + " min_value = INF\n", + " index = 0 \n", + " for i in range(1,n+1):\n", + " if not visited[i] and distance[i] < min_value:\n", + " min_value = distance[i]\n", + " index = i \n", + " return index " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "c9dc6ae5", + "metadata": {}, + "outputs": [], + "source": [ + "def dijkstra(start):\n", + " # 시작 노드의 거리는 0 과 방문처리\n", + " distance[start] = 0 \n", + " visited[start] = True \n", + " # 시작 노드와 인접한 거리 지정\n", + " for i in graph[start]:\n", + " distance[i[0]] = i[1]\n", + " # 시작 노드 제외한 n-1 노드 처리\n", + " for _ in range(n-1):\n", + " now = get_samllest_node() # 방문하지 않으면서 최단거리 계산\n", + " visited[now] = True # 해당 노드 방문 처리\n", + " # 해당 노드들과 인접한 노드들 계산\n", + " for next in graph[now]:\n", + " cost = distance[now] + next[1]\n", + " if cost < distance[next[0]]:\n", + " distance[next[0]] = cost" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "28789311", + "metadata": {}, + "outputs": [], + "source": [ + "dijkstra(start)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "ed384492", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "2\n", + "3\n", + "9\n", + "INF\n" + ] + } + ], + "source": [ + "for i in range(1, n+1):\n", + " if distance[i] == INF:\n", + " print('INF')\n", + " else:\n", + " print(distance[i])" + ] + }, + { + "cell_type": "markdown", + "id": "52e9f634", + "metadata": {}, + "source": [ + "다익스타그램 알고리즘" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d8c0037b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1238.ipynb b/1238.ipynb new file mode 100644 index 0000000..af6a5a0 --- /dev/null +++ b/1238.ipynb @@ -0,0 +1,176 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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ptOyMBWLeMm8eSO87qe8JgUpAv2M/bd+1YkjNb/ORM+hT6fldR/tJYKDhTBsW9SMk73NQsoybjBH8lQiM4b8exzQrS6mADTmLxfQjLB0L45SaFPH9dJCHTxjQf9KH67Iex950ozwV7rsgDwfW13HGXQ1fENKioGYQ1pipPWamFkiMS/CF1B9SO38aIU2ILRdQI+F9uQZv6qPigduZxN/rw3NXi6FKIny+F/+TDizTOzz5d1Xi11x0vS1hbHwd+0QXzWdbObX8OC07C5nIK9CsAf8nURJo0pSPBNFPorDGNKddIIDIcBBW2TCspKhTKn79NM6zQ0TjIDyxG8frdRhTAsl0qIfuLf24fthF4zug3mij6UgthlxbMetNWCpbs1L4kql7+qdMM0a3bgNGfAxdF7GmReZJoQABBCx/NLc9v/g1F0e7A6h2tdE0S6DkyeedFPH9yENsTS124yDuH3Xh0xdLzVmB+ksq+Cg6ywkSuxMGlS4ZUj4Xx9TtMEE02J5UU8wplbjjxfk3A4zcl0BrZr9zpj6L7pk2zmz04e7po/VgH8KaTdR9twVLoeGYkJDGpcwCnSoBId9iPRkhFEjANlPpkTQJididIEMDXrw3RFZstXOyyYK2ArqdGlx/5eFYgw/jLhu7v2qa2Z0ZG0NEiyare9UrtTDqobnGk/F5TqfBpIi334uk1aETA7jPWzBMp/ksMpMRwiEVRhmpQKUztbmQXNDzL6FqNm0zcPpnmWkkSUPWgmNzCS6pqfSI9XZ6XilVfYoTDkURntQl2/ogRjShY3t2w1fp0DNAdJQctUTixKIJdFuzv6RBp4eBT2OAnnuxKDxeO0tp0q7VI/2DiIQeYfQeUXTUZqdPrtahH7+JOA76xYhESjEVoaKv76FDhjNEGpeQsmTQsjzrbDmex4SElAAmREI/P437MyuO5tQMlPMuHy5tf8saEwAVGzBsSXB6OIK9agG262ZFz86TyQiecwF4woD+Ey+95010vJj2jHw1XqQoA6/2EvqijY4uI0NH2nGeWIbjL+ry1pmUJAnQZKwZqi+oYdxLa40crWx2Wveji4/2mqz3tt5Om3mI9oxIskK/t1TZGyUyDJo/WZ3SF0Xu3Qa9WaZr5h/DBAEpFCb+tEW20SiH9GizvKl69320fsdN9MlqHN9rYsOqlDyaTBC7NYint52Xrtnpbi/ibP04RCAB5i1z2DApGxH8vxBhWwtvHp6Jmi0cWZeKyr89QnTCimZ5ZgRZ8ag8PZZv6Bi86MK9toX9/yWVvnfVTd91FeYjJZZsmA8TEtLkMoRpGywVtfd/lBZtD3FuXo/AqlpMMtPbS7fT4oQCERLbWji0LWVrqfVU/z978bdcJviJHcPG1KVX26m5CgvpBMpk6WWesO0I54wgVOaeTZoqKw1VVhomE0i/ZToC+5GU93eTG87ir7Pt6sKIV3u5fFePaYtIMKcdKL9m2eL6EZaO8julxqN4X2ul/xMd9lNtmKIujnYfozlczaFv78W4qkB3fnYvucs2GocqkXt3AGKI01M4bcHO5/kvVogzJ8ULj1lbL2H/UukeRfEDF629IYQ9bThqluE5cYLTR48RO9xCXb6i4wmR0PlTdF2JIqScIQIOjovtnOht5oX36uj4C1ueaall+zeMeHrcuNatwJ5WU8r9Phgbt88tSmoiyOBVCe1zaY6grJDr9PaoN9qo+7aFFRv1aHM4FzSb6+hw15GIRQjHhaxCwGlU6DHtyErhi93Ef1fP7i+nvb9KM/b6QZrPNdMctmF7ajWJDwfxvB9F2OOgOm28THvQC+0Kj0fxnT1F37Wp1E+ZDobJGP7uE7g/FrC9Uo31P+u5d82Ju+UY977bgj1voXkVJutu1C97cJ1bTcu+mZpSrosx1HsOJSNvSnZKJQi+O4i0JnNxzthFSOs41Zrt1H1LB+s2oFPPnqvCOitN3VYOxaOMfAKri9XAuePhmD3TqVOwGO7/7GNwXMBmzU5jmpn7edMi4kH6/kcAYaeN49+yoE8T9MI6G44zuxFv+fFd8eP+O4GOw+akAl0BKhI8nMy6378lQGWl7c0pJSKPMz3V5/23tdSe6sQ65qa5w8mxxCHaDppzpwyWhIzfns79pLFukVufSBbpzih5C77aaMbQm55Gkkof2enAIOedpDujLl2a0+514tZlPB/pqf12ytAvuNMl8TBnWvJDyB4b6d+aqjMwWeBo4n9NRWpNUuBo7lSI9yI4pdKdQ5cuyX+zgdfqCWR8Ik+pmuvzwufrpw1RYb2NQ39ePbN5IeddFmTh+1vWmABAhe6PdEjDaY6qR5XxKAN/cwLvb/TY29swfnSK1p4THPuX/bQcyH+oSPy2D/erboK/0WM/VYdeAP3xJuInXLQ3BDEf7qBpSykujZRjfKHraM2R8taUsk5HksmpG1aS7L0bJjiuwrg+pdmNRomgQv942jy97aaxxk2u+R75lR9JpUI17MV/15KVMrjwiB8OEUloqauvxZCu3Fao0FbZqN3jJ3h+iNB9awE5ldxIlypt7M4+fKMcDoXpe1Awakm6NsjguArz1hIcY/EwwdsAQYIhCdPW0qWH9pk2Oir76f/xMf5reqFzx+vUGsskjWS8x/D5+qzaWFNRe+rSSkDcuoxnGAyHLFn2Tu7IlDnZaaVQSp3RLGTZK2kULoydm4x3EUtaz7EHYBDvJfXdmAhTemfaWM67fSK3gH0GxTY6l07ex0JDyZCGD3wMvWgqnlo7bcPfY8OBblq+Bj5nM+6WRsLPNVC3x1CSPrv4foSlo6xOqcSwm5c6fUhqEw0nW5JG0aomzjy+idM/ctN1UceZw6a8wiV2OwRANHYPxuOICaa9/8kXlxyUFPL859sRTE2SwkZdMtUrcleEqlRH34sSQc/27LSwYiSieP+ylf6PQbe3jbZnDagqoM75OobzXbhedaE+1YEtl+H4MMrQeyK6vW04np1yhgjo93XSXeXD/0BfMLJavcNBt+DB/VMnL51LO33vWDe1m+eyj5UgfMFNACNNO9JF/JQzL4ezTtBi2Fz8ziqtHmMRL5n+KxaEl/0Ev2XCXJlK3Vu/ezryagrNng5+YowQ/OAy7s4B1LsaaPlrE4Y1mSOucJikSKDHSe/7MXjMiM3RkXb6SBGkEKebnPgnNFgdndStBzBgd51E19OF+1UPhjNNmPJNgPV1dDu19J/vpfmFtBOnDnTStmNuoiNxqy+nM1KfOn1vlne9Qo1OxhhRqXWy+rekQt6jPlxvRMDYhO2J7D/KUAgfs+BwWfL/vUKFpspKXZWVuvTPV61Gh4/YZ0DafIx9GoV1FlYXeKR0qx/nq4NEJlZgbe1IKuRr7HQfF2jvdNEYGKLhdQcFWiWDEpVhUSSKDm1ZiplPnfIj3xk1jdqExXga9y8jVO/TT6ePWI4VLSGadIDNwxkFwIMgvT1+NPu6y396zueV1DpYqnNoipILs87zedM7/pMJYv/Qh+vlgwy+2E3HrqVMsFkYlqlUWY6q3BRPS8hcK+ZrpKQTv+6i9bUAY1M63mPAYy10a5MRtO3nNfQcyh1ZIQ0PcnO5mYbWphmH+SozLSd1BN4NIuTJB9dodUCE6CgYUt+L3Ymk1UDKR7ETynIz7+LD5Y5KmwslyN6I34uosmBKRXXEPwoRxUT1urSL8q3jo1763pEwHHBg8Dm5/Lc+zGmHOshnbjWlADRf3o7+vBvPOQ+6etvsSKkrMVRP2Gfpi+mIV1z0fZyrRAPzcihk36Ng1JIUxtMXILGmlr0lRBJHfu4hXGnBWjWEr8+DpcoOF0pN3xPQ7WygbWdDwWu0JivWEmo0ZTCn95gMTtBsKuGZUpi+Hh/xlTaOFMtumI+dhhqjWY/qrJveL+s4NJW+97eXEVfuZvssHXZulFpEPnedNbmFrmNEhgGi3BsF6YFIAohEoiT2pGZj6sCkgtlOeQrYTznUC25kPWryXgrh/bsYwk4rxoAPz88jWAodOjUp4vvLZvoS27E727CkMk2srW9iHPYxcCWE+DWZTqkl9CMsFWV1Sqmq9uL4vg3d+qzXvcpE3Z8bqVteIARzMhm2ql6pJh4IEdBGCVWqUU8E8V+PlxyKl69wZvbuVeaE17HBCL60MOTIcBAqLegeA+6X0ACVDsu3HWxYZsiI2KBCjfHFDs69OPVBStCjnXk3gommvtwF3TRVVmqn/vH7Fhxuc87TjzSba3Fsrp31+VwQ33fhuiKhr7djluOfmYuXfFUt3a7Zp8UAqRQ+L0MhCfOOODd/GcPwdVPOSa1apce8YxODF0PotlgwlLxrp0G/ZTv7d5ixbNTITksBQDBS+702bBpDZp2SCi2Ww91sT4CqiBAQ1lloOG6hkGogm9EArh4f0hN27NtkdNycogzNtPQ1zb9+0ngI9wk3kS9aaWsyl54CMJe2T0VBrTRgWgOeD4LYjakIrYkgQwHQPmco2BZhrYntT2mxf92SESEgbKyl89xuov8EOjXwaak/6FEhecqP8UorjTU1JSqWAsZtRqQ3gkT26dENBwku383xjcW+lwy/Np2tobHGPbeTfaQw7lYX4lMdONK/+3uFvqTKWZMKluX5PPWtqb9VqPJH2FTAstT/FxQBBdtXBqrsXLpkwl3TSM25BTrueiGeV6FCu9mO40CMg+d9RHYlC4LP710uRn/LuCaFelXRss5ZaQlTIfuFHf/lLAat3ryflu/tRfOEFiH9QIFUBO00KzZg3QMb0mxJ7d5u3tyb46aVWszfrJ5p775znHtu5oTWqdT80EdxbKvUyfTkD0HYqStSiDv3CWsLx9yMovIe2z6FTNmbcipp9+1ORVDFGPp5GIxNxevhSBH6X/UQWWmj42tGdForgyfctPaqOXnIJKOGUwoZJ7AV5DErHaf1+Ac89J84SDQ+FZ2oQr1qA5ueaeP1XfnXcSnkpvVcZDqaYEmQogx0OvH9Ro/9eDVj52poznYk53Is3R2g9+04+vpq7F/WEf2OG1fvBjqaS0nfyyRyoRHXaDUdzWmpmB97aPxhjOrjLdgX9OTeLFLBCepKmXFSkzG8U+/xlIxDI+ZjpwGaXQ46VP30v9HMC69NFTq34Thcu7QHVuTTh2+nRezBbGfzx368o2rUK+MEPgyw+m4IYaWah9f9BOOlz9F8GyLZDugMx9AjJe8lwhd68U8YaXrejv7xKI1vdOHe2I09XwRhhQZr+5s525FMWUz943ELjmNSzpqW0yyxH2EpKHP6nhpdLsF5f5D2pn6YPolvGcIqDSuWT6lkEpELvXgnjDS9YuFmyylcZ0G9t4MjiS5a3/AQfKpAGHwOch61mkGuVBwB09NWhA43XZdXY181SNc7Etp9ljkVZRe0huT3JiVif+/j8rt+wp+IxFNpBapKDav1Jix7bNirciglMg3tokrNZALpt8mUA+lBlNgDQZ6HdFIi+s4pWs+PsGKPI9O4K0RBL7nc4yzTSRWd/iCEpBPx3TVQLSN6aab+iYT4aQy08tzCmi3VWInj725kYFUTPc/L7331uqTyE3vfzWDcRO0zM2l/xRxSuUiMS8nz8n4TIzL6EK3MLpA+8XLqRD8jlVYcx2TuXBaMMpR7fHfpSJ/4ON3lJigZsJ+0564tVow8bZc35mZSXvu2bsD+XyB0PldkYA4EPdbn9TAexnsuyIqn7JinHKEVanQlOkWT/R0nFhF5qC0txHchmZanw25qatqRG70lGLdj7HETvF3L2LUAy3Z0yFbWpoxp8UorNTUR+VF3UoT+E04i247TtleXuRGyUotOFeWeCKSP5dEokbwpj2q0OhXRUZHMU8ZEohHQPZWMpVut1UEgRpxMAyh2J4JKl6ortGo1OoaSofHpyv29KBFVjvpIC8KUc0PE93INNbcXyjAu//PUK7Uw/jApE2W9yyXubznXpIiPRqFgXOZ8iBO9EUXSGjAUKqFQjAo1uo2pVt8P4/tFVnHplCPAsNPC3mftORVueZFbafKl0oRtl0D72S4GVtvR+Lrwjmup2ylzXZ4QCd+KIawzJjcIFox8RlFK15zDmE9IEg9/KxL9NEp8uQnzRvmLY1HZOyni+6GHyEorbbuS61xieJCBuyrMz+XPaABIjAZw/2Uv/rhuxvjfaOdkc4LWnlO89JEJ+/eaSooQlm558Vxfwe56c+klJip1WF50YHkR+frKpET06mmc54JIVXa66+dXA3JWuqbc4PbUoSz++AqsxxzJmjNZjuScjqWYl9b/7kF8wk73Lg1UWHEcu0dzh4tm51juQ11kIMVFxM+kzHOa/1cccVRM1vcrxpS9MaWzbpzHulJp5sg5ozyD+X4I99904YulvUcZzM9OkxNhJpNEMuV82kaTk4mQDxnRmrPGlBSh/2+9PDQ20fm1mzR3uXCjpvqVIyRebcV9IYi1NDO8+IZIriLbj4q8n5QIX2jHeTUtIGN3E/ZQM25nM/F6Bw27dPllhiz7PbVRV2AD4JHxIywSC3f6XhqxD/xJ548/QGx3NdoKPbWunpkLJiWikQTmw4cwr1Kjf1FP8Gc6mr6uR19xhOphF8GPFqOloKqqpa1ewnWhlWMTKnRPO3A8PZ+CYAnCfc20v7ea6iMOup/UMl3Db0Ikem2AU53NDBVIScgfXjjbsRY+9wLtVzIlh0qtYcVyAA16oxZBbUBb9CfFCXS9hOuGgOnQySUviqb/qg1Ny018ehGxypJ5mhEi3qON9N9J+0glEL94jGMXgZV6jI8L6HaU4gp7SOKfRcTKh7n/XMTLPRbx4YuuxvZMLkVntlc7frWVg2czxYaqUsMKIXX9Rj2aL65G+GLxlsffd/JSTwhhSwMnm5OFvh9JEjH8PU7c10RYV03bydq8xW4XGvUOBycnXXT98CVqxhOotGbs7TIjAwEmYgSv+NBtTnNKpZNvvEzX6kgyNVcFrQHjU9q5pf2tWIGGkdKPjZXDlMP5vo/Wl335T9+botKEZZuL/pteHl4XsPxF6e79DIfY2XDhSK3JGN7OEwzpHXTvy1WbZwOGrXD6wwj2jTNtiX8UIrrGlOncSP/WRhP8KERkv2HGsIuHCd3RYkoZ6eqNJrRng9yMW2dqDkxGCH+owvTt1ImuKw2Y1rgJDsex7pwZXJHhIKqtDcyc+7oYzBjR4bM1uIcX+vS9+T8vdjsMayzJwzpkvcul7W9ZYyLFw0RiVvRU+biHv9M5J8dITu77aP1OH3GznZbvH0H3WEqpmUwgjY7gPeek+epI/hOoCjiYZ9dMUmF4vg275KLv5WMkluuwORzY5Kok4yE8naljzZcoEEY+mYXOp3WAlXqsz5Z4HHoR2SsNe/F+ImA9VpvsIylMX68Pab2d2uy6Slk8jN5kiE0zZTpSqLc20PNHJgbefZh0fj6Q31zp0yC+KzpMeZxSK/RWrBUb5nxQTzqJmB/XX7kJ3k+mxXQ/a8iI/CuJgg6AQofrxAm/4cT5ThQeS6XDyh3TdwdobvEgrrVxPG3TUaiaKh3gxR+1YK8q0c0mJSPESYQIx20pmZUg+MFQ8v9DIrYc8iMzpViFetUKliGg3Whk9+PzK16gEor9Bonw+Xacb8/hPU4zDzutoBN0Gao/0KARckv1DEemSkCzUiBpp5lR53IwLCTjUUYmzDQdMqNR69n/RJDLjzdhW69n2XerCf8gSHhRbIlHQd4niFw4RvvbYxj2ddAyNeYrNFgdr6M576TrvJuAsUAt6mKOwdS4kduexfQjLCUL7pSKX3Nx4qKIfo8V3vVwolvN8WxDuUKDtb1nunM1uzr4yc6pyBI9tSd7korKx/Kfmy99L5vZJpKAbk8T3Xua5D+sICMEr8TR7jtObVXWrFquQbezAfstP85fhhB3yay9UwBD/Ztcqpccqvi+AAAgAElEQVRx4XCxg8TVmA90oPmWLjNscKlYY8Kyyov3FxKGfUeyQrE12E5ewlb0JuGcpxPMCbUO45x3MgQMz2RGmah3dXBpl4yv3i+eFqnedoiOLz2cnUa7FOQ6fY9lyRM5VFo26PXs3tFWnmKS80S7s4nunQt08xzjRU5ajXglx4efeDjo8LLh8BlatuVQ2B7Toseb52SxMvGYlY5X5FyoYtMWM6fOegkst+Ao4VjrWVTZuVTIiTEp4jtxlIEVdjqf00HWuEueEqfC9Gwt3qYuXH90HHuVGmnUh+vsCObGlhlj6HY/9S/fpLq7G5sWVJtrqV3VSFevjuMvGlFPxPD9Dzcj25pomfqS1sL+nQN0vTrA6v/XinZ5nNAbXXjVe+merhGixbLPwkBXFwOrm7CuEogPu+l6R83eU1PF/SUCznpclS282Zhd8H9hMBy4JCt6NdfpeywXEEpsZLHnxa/1MzhhxGTQoVEvY9nEGPc+HODUgIj58FTxWjnvUl5/R87X0xqqpvuUDS1l7G9ZYwIgQfTXUQS9LmeaUWF9JtOxPcVC7nwmi0ubcBy0oMvQ5VQIWgO19bUEm/sJRuwYyuHoFHRYD3djPVyGez2iFI/uL5XCslcw2ul5cyaiXbobIiLpsR8vrocKW5t4c2uePz5mpPr5eTU8J9odduw70j4oUiYiV42q6Qi8VRvQ63dj+X5dwVpTC4uaFX+gxlTfiX2XrjSn2Jpqjp8yofrP2lnfEzbW0tk3h9IdkzG8nS4CXzRg+EIY96s+DMetCLf6cL8vYNqq4eZ5F96qjjQHgZyTzsScBf/zR0zmlmeQz7AW0OkNmOobSn+P0yyUnabG0twze3NRVt25XDaaRKDrIK5PbHT21uYPxpNbziJdJqyy0vH6tBWO9fhPsKBKrqPra+l8PZmeXEqJDLn1DGf9jiWX9yr033TQ8VU1+qyaxMnUuU5+8mcpH0Xph7rPgcX1IywlC+aUit8JMHjBgzc0xoZ9HbQ8o4MdGk6dOE1zvQ/btxuwbdGR44AvYG6pTrNZrOM3C7EB0x41vrfceNbaseXwcLqvqdC/aHz0BtJK3ZzSFhcGLaavCngu6rF8+ZHf7lxaKvKk0S4FuU7fS5uX2qebMouOKxRnucAKFflr5iw3sMko4RmOUbd+nhGOBZUbeTWCVEYT5vEAoWdM8lL3ChobBWT6v4QY+jiBxGkar52e/c0phXaVDUd7AtePjlL/WgJVpRbTgZM0pZ1aJH12D2nVdjZNvb4KDbbvdZDo6eWo3UVCJaDdYudkY3qai4DxYCdNZ104v+NBSqhQb7TR9v3qjE0YwdhAZ+NpXH/djGc8gUptwHa8I+3UqhjRX4P5QPmPJi+oJMqoFzb79L3Czo+5Pk9YrSP+49M4z02FqatQb9xObfuZ6cKhIOddIqO/JcS7EpqvbJpxSpatv+WNCSajRIZVGL+d28wov8NifiSLS/fhPuOn5dntOSKlPMRWWrE/OgrEf0hKkb3CE3V09i1Ou8rCfGpRVWixHV56zUP7tIO5bn+r15Qve0G61U97p5eoYKLpeAtmfLS2uGk+MsgKUWTZHgcN9asJv3aUU0cbCVc30LR3fumO5ax1J2ypm/N7TPJ5sdOWIQig+j158bTzOrShQlUe/aOUw44eJQQt+gIDvDw+Crl8Xsbn/FkAp1SC8NmDtF99iHazjSOv187sRKyz0XbORPjqAJ4ft+J9TSe7Ts2y5SvQrBJYBuRJqMpBZih0bkpwXFUaqT3mQHicEgoXqzDs76Zb7+Pyz5w0d83OBbUd68ZaIFSz2NHCS6L3LRPQrFqB6vcocsx6+dDu7eFSrkKpC8nVrMKA2RQSuLfz7/gkWYRCw7NIr+cmfybNhUfNkFoMih4DXo6TfLQ2Ot8sFBcoYPhjA+LPbxLbq82RClFCQchynCS13ETTpUvyr5+rsVFCW4UnqnF0V+f9ezQSRvvU/sx3J+ipPtZN/m8BFRpM3+7A9O3Cz9dsbaBja546FPeTYfQ2ozytx3DgEnLf7twNATk74uV7nmqNmYbjZlnXFnyXKQr292SUkbAW6/6smVKu/pZzze0g/gkTDVULq+kWP7lP5pr0mJWOH2jx/cLL6e/356gpdYjuw2a0+WplFF0b5Z82u8JYi0MjsBq4V+C6orK5FF2wyo58kZZdQ3URKVX2lpt0PVEWxXX2eZ+OuKhosHzvHOaKpHW7TNCg+QPVAqXozh1Bo8f0fBstuwypVEArHS4t3vNe4vsc05HspsNn6LkxQEgoUEvnc8l87bTcp0emU55xq8J46E3elHl1cZlXSrvSUxFLsB2KynpKclwtibxfCEqSjb+jfoQc/G///u///u9lv+tkggSq4ieXJWQcR5aD+J0QUUmLYaNmUVIbcpIq5pdMCVmqRsyDcrZfbmG5hIQ0kUrdUpgbZR13CcRbYWKCDuPaAh23xGM9MRomHBPQbc6d2rKobRmXeDiHdKW5Mufir5MR+g86eXj4DPYFNnR/94gx0NSF6li3/DoGZSRxzcV/vWHiJ4uUuvcfnrsDNP5AhSOVurf4xAk4X+Ky/iTde5e2duPnngkJaXIZwmIJ6CVgsdfDR0LfXhJk6keLwLz6YMnnhET4bQ9B9W7sxQ6OWUjiUUKfSGg3GtDM97ToRSFG4NwgY1tqsZVwwMHiUKaDM+bLko9tPofj6tFmYZxSCgoKCgpLijTspvmNFRw/Wf3oFrtXUPgPjhQ6TeMZAUePjCPMFRQUFBQUFBR+B1GcUgoKCgoKCgoKCgoKCgoKCgoKi47sTG8FBQUFBQUFBQUFBQUFBQUFBYVyoTilFBQUFBQUFBQUFBQUFBQUFBQWHcUppaCgoKCgoKCgoKCgoKCgoKCw6ChOKQUFBQUFBQUFBQUFBQUFBQWFRUdxSikoKCgoKCgoKCgoKCgoKCgoLDqKU0pBQUFBQUFBQUFBQUFBQUFBYdFRnFIKCgoKCgoKCgoKCgoKCgoKCouO4pRSUFBQUFBQUFBQUFBQUFBQUFh0FKeUgoKCgoKCgoKCgoKCgoKCgsKiozilFBQUFBQUFBQUFBQUFBQUFBQWHcUppaCgoKCgoKCgoKCgoKCgoKCw6ChOKQUFBQUFBQUFBQUFBQUFBQWFRUdxSik8wsQInHPjvSUtdUPmzmQCaVwiMVnqF+NEb4QIjyYWolUAJMYlpIW7/SPNf+TfPicmJKTFeGEJCWk893Pid0KEbon8znTbhEh4gef4glKgrz5PJCQJaWKpW6Hw+UEi/LYb9/uxpW6IwhyZ25xPIN4KEboTX4gmff6Ys277eeQRmfN3A7jPeQmPL9D9J/Ks6Z93XaUcKO9gUVgap9R9H601NbiHC10kUwik7tV6RSzDMxUeLcYYueIj+OnSO6XCZ2uoedlHkVE2m3/x47TX03er1C/ew9/pxBMaK/WLKXIrUDO/I0yfvR7nu3J/Ufr9IniaGjn1XiHlTMT3cg01NXL+5yac9e2i73te87nU3z4X0p2KcfzdjTReiJR8F3njLoxb1nsubQzH3ztFY5OHCBA+X0/9X/lLH//Z3A3gPucmcDf3n8V3ndTb+2aNB4B77zpx/jTEXGfENMNuampa8d2f741AvNKac/zOUMC5PB7Ck2+OSzECP3PR3tRI/Qsz/feCvZHGEy4GPohRHqkoZy7nplBf5SZzkyFyoZHGbj+ZT557e+STPh9F/H9VT/15+b8i81ZRQjfCiBPAAz+nmhrxfFzqTVKy8uwc25DrXkXnebIvltzI+lwiEQv68EXmIolSsrosfZ0po2Vdn+7Y/9hDY9Mp/A/K0pRFp7jszfvNOc75MUI/deJ8917JT5RHPjmwGDJRLmltmbNum0/2P8oUmvOL2D9jI/iuBIkt0CZK+Hx97jW9kK6y4JRvfVwwfa0YZdQ5SyUxGiZ0I5qcawvt1CwD/2khbip94qf/vIehW3ESgEptYPvzddTt0CFUyL5LUgjoTNh3aKc/DZ+toT1qp+cVK5qFaHwW4pVWGgPbZz1PGnbT3Bll76kOrKtmrm2O2Dhz2IQwdeGkSKjvFF1XVOx/vQPrY49GW8vwNHwvN+Ld1E3PXu3sP08EcdldcPiHbL/xHXorHZzZp0+7IIy7ph1frltX2uhw16HP9bcCbXHflnOtlbZLdgxpn0if+HD39BGIJVBVajE924R9j26mD3Nx30frS+4CyqAe++sdWEv97vpyje2kAuXWtXHpgHred8u8H0ijImMTDwtcr8H6yqWM3x95o57WdySEpzs496L83pVPgTGVo98LUqCPrK2XsFcVu0HSqRit76FjDyT+WUSszHpfkyKht9z0XQ0TG0+ASkBbZWX/t2oxliQnDNgvXcI+/e84/o6DnB4Gw6EztO0s0P9SBE+nE+/HEonlWswHHDTtSI6+hxNjiKNqCvXyDAXm4BN2zrRbUUNKqfLBZjvmNfJ/oVzEK600nss9K+X1m5x7qbAefxP7Rjl3SR8HMmf1RBj3kXb8v2fB/udtONZoUE2tmxMi0WsDnPphM4ORNl6vN6DKex+R8K0YwjojurxD4GHOuRw+W0P71dzfKPU9zpDcZIiusmHbKPBQEhH/OZE1vnK3Z+7E8Xe3MrCqiZ7np2TOw9zzcS586sfZGU3J+gRjoyLq7NuOR/H/tB/PB2HiE8ByNYZttdT9mQVdpfxHFeqT6fVGttxI9oVv56YM/UoWUhj3ETcrvtdN9QLM4cVCCp2m8YyAo6cO/bReWkiXMNLkdmAuoc9mEReJAYyKxAFZK/PdAO53xzA9a8OQ9ezSZHTKsT+lPz+UEEfHSPxb+hWF1tB0ZKynw25qOorfCUCfLR8fhOh/zcXgxxKJ5WoMXztE0z4j6oL2Q3E9UJ9aj2dTRt0hH1IU31kXfR/ESKBCu20/TQes6AoqmlB+mVgc8X0XzrMBYhMqhCdsOI7VohdKa4t0y4vn+gp215vJljC5ZX/pFJaJMxRes+Y758vUPwXmi/BMB+f2FdCZi9ojaexq49KBeY/mshEPeeg97yN8VyKBCvXG7dTuq8OyrujEyGDJ9DUgHuqnq2eQyHgCVaWe3Y1HqDOWanfNz47Nx1jIg/OcjrZLdtRjI/iuRFn99dlryaNC+Z1St/tpfnmQFXuO0P09I5rfSyD+Qx+nXj1Gc6wjyzGxMBQyTCIdNbMWnlkLYjFGfTg7g5iOdc84eeIB3Odh/w9mHFLSJz5Ov9pH9Es6VpT6I8pFrraWBQ1Gsx73lSCxvdWzFp3EcJAgJpqq/k+Meju6l3rx7uzGNn1htiENIBFw1uP6V408ZS2tLdkOEEKnqXH60b3YQ+fTBfr2vg9nmxvRaKfje0b4sJ+uc604K7rp2FXge49Z6bg09cSUMCGHQ6mAZ3zuxt1CkKWUrdejvx2ZWeR22bP6qjSkkJuudyTUK9XE3+nCpT9J09YivXzbTWONu+AluhyflTyfC9y91tmGNetWy76Q+o98isCupOOuMHECJ5txfboJ+39/Het6NcQj+M524fxOlKbXHZjn6EuMvdOFe1iFeuUywme7GHjcQXXOBT5OwHWCgfsmmrpr0fy9ixM9rbhXvo59Y15XRx5yzMHJMO797YT+L0PB+TxbsYzQXjMjpUuZJ5o9HVzKMjoS11y80C2y+kvy7lHoXrHLjTRf1LLh8dLuVRKRIL4HYD7WgGVt1t+Wa9DtbMB+y4/zSpCRekN+xWQ8hKfTja71Eva5jKU5OchTslD3qCi+83dA5dMnrK3Z61cOJiP0H21lsNLKkZMOjKtUJEZD9L3axbGjMToyHCKFMRy4NC1Xkm3SzdlYTgwHCQB8GCQkGTGWoP9HfuYisLmJM59jhxSAYKzF/vhL9L5jofuZKcUkhxwDIufraX1bg3o+ivykROgtT3KXftjD5ZAJu5wXX6IhkdNQT83l4uTSyzJJjj0Zt6qyc+lS+p1EvEcb6b9jwXGhAWO+cT8Rxt3qxF9p5Uh3LZpRD65XnRz9tyJO+Ky+m2rnbGdt/hjC8ukOWUzG8J5opX98E/ZXHBgJ0f+qm9YTDznptKGVvVm/CNzup7UniOa5Dnr+WMTT4eJE5wq620tbC6RPg/iu6DDlcEqVi3SZmJOUjlaYBZzzpTBrvgDjAZx2F9LKIgt4hj0C8jcmczljfWn6V4HN9TIQf9/JSz1hdM8d5/U/1aP+N5HQ+VN0OZqJvXKGuvXy77VU+pp03cVLXUFW7zlC97MaxLdcdDlfYuzIGZq2lOJYmz0Ok+0X0TyXJ/gDigY5tJlLaMIjQJmdUgmCvkHia2o5Xm9MCTAVms12mp4L03xxkOCzekyl3PJqOzWzFtjCX8k1OMvGqI/2o32wrxt71cyAi/zcTXhrA0emF784oZ/5UX+rm57HQ7S+NLRADSq9reVCs9WC4dwAwbvVWTumCW5eD8LWJjYtB5abse3s5dS7EWwFI2TiiJ8B69Tzc+JNinjf8gMQHRgg9H835FW6I7/wEFluo6PZmjQO9rRwRKyn9Q0v4a/ZMchSFhJI4wDSo1PvZlLk3h2AGCLgzXA45fpCUhm1TRk7r9gxpISdrvUS9ioR38ultiGBeDeI/4IHb2iMFXscdO7XE7vQzonul6i/spu6Ogvb/1A7EwmSTiGjWJayMV9UCF8UEPIpJbMUgaTSPbB8GRTbA4wNcTkE5iNNWNen1Gy1HmujnRH7KS6/H8P8TAmqXEIi9lEA74U+/J+Aof4kbbtUBLpbcTkOMrStlv3f2I5hjXrmXd/14wmBtbUJsxbYe4jaXzXT/+5N9m8sSUrnQCJ8zoUPI02/P0hNTf4d83Ia27NJcPNGENbUYphvlOpkBP+7IlRVy99luh8jCkRjIqDJuRs6SyLqTVhX+vBfdBNYacOUI1LKfQ3Ue0xsmNcPUpDDLH1i1MuxpgGW/e/A/yr83cSNQQYfaKlttWNMbQqpVhmxH64l3Oxh8EYt+i2ltynx2zggEh8HSjWaHgTp7fXxcK0OXcxPb6+BjmYzGjlr3XiAy28LVHcXcg58XlBjftpC72t+Ik8Xcg4mGHsgwaoVc9dLxqP4fuTEHVqGtbUH0412nM5m4vUOGnaVkkEgkzxr50ImrBdDCg0wcAfAz+XBaox5Ngvj1wbwPTDQ4LRjVANaO44DMQ72evB/XX40YHKO8EjUi0vcuIznjobaUy1Y1wBYafmeRHOLh8s3dtO05VGZTQmCv/ASX2+nY68eDXoO1d8k2OUlcNf6uY6MLI0yzPlykIqs1KtLaYVE9HIX7mE1unUQPtuFV9+RFhCQTqYTOm8m0oKknYkEfSHY1oJjrz4ZzFGhwVjfRG24Gc8vw9Stn4cWuCj6Wgz/xQBsa6Gt3ogAaOvbaPrNQU5d9LN3i23uDtnxEN5fiKhUKsRfeAntasCY63ek2yHDbmo6ohmOePHKEvge5kGZnVJjxD9LwJO6WR2hXWuARDSpRJVCVqhhchdodgRFTleHFCNw9TL+98KMjMZTDgMV6lUbMOy0sHeXGW0pvhopjPtEHw+f787aTYkQfE/CdGBTmqKmxnykEzOUZ0IPu6m5bpK/+5y3rWV8pnoT5qrTDFyPUb0mrccnbhK8BqbDM+/DsMXCw84hwvv0+R09D8LcHAXNV1fPXeEdj+J9rZX+f7HicK7mcpubrqNw6PsNmGcpMzHCNySEnaYMhVT/FQvCO0Ei/wQGOYtwfITwKMAQN2PVaBdqW6gEpOt+/Ang9mV8t89MLzzJRWcRGnC7n/qXvUio0G62ceiUDfOa5GTT7+vkzFcDeH96mf7vezmdELC1n6PuiUVo10IyGSN2B7RPaYAidSceiMTQsVuXNdKX69iwFgLiGMhczqT3ndT3hEAloN+xn7bvWqcdMOYjZ9AP+xj42WW6jvaTwEDDmTYsapCiI4iYMEwLTy2bvqKh/xcRophKjFZMYzJOqM9J11UwHbZj3qbBvDOl9pSQ0gE5olRK2DkDkIb7cL8PxsbtWW8zgvulGtzI3x2PvdOH94Ea23ctWe9mZmcxO6ordm0wuYP1npfAswbM6buh+Ryryw3Yu7rZcPUy/lfbcT8Qp4vyqyo1rHhcj+W/dWPdpv0dcAzkJnKukZqC0RhlSqmZC5/FiKLF8vtAkZJMYw9EEhjQzVKIdBhIEH0wlxodMW7+SgRE/B/GMe9Uz46OyTVPJuNErrpxnQ8ytq6WjmPVaEa9nDrhorkpyP7v2JMRmwWQQkOEVm1nf9rvCZ+toZ3syLhkxNyQWc7cSu7qDzw5ezc4drmR5o+qOdOaPeeyGHbzQic4+tI2klJrkLH5TZq2Ts2UGANNzYw8ew7HDgE2mrBMOBm6VYc+bzTmCOHrwBZtyWn14u0AIf8gnvcjPNSYaTjZhEULVPXQrT+N80fHOPiWHtPXLWz/sgnjmvJvHpaG3PS9XDHK+RE/OE37D4fQ1neyN+bE+UYz7ZMdtDyd7ZBLMDIcBmMTprQOV3/ZghEXI79OYH1MjtSLM/JR0gU3FMrST5eAkeEAibV1mSnra8xY1nroHx6haUtxSTZvmTjspqaDWddklv2IEhkGzZ8Ypse6qsqEiQAjUQkWwyk1GaH/YCtjB9LnLUCC4GsvcFo9U/5BbvpeaaMV5jLnF2LNin90ExENltUyxnwiTnR4CO95DwFxBZbmkzRseUjA1U5v8wsEvrafuq9bMGgXQGu476P1pSG2p0clpqK8YhlRPqk+XNnBuX0PuXcbdObsUiladE9CIhpDxDDnUiaLoq/dDxO8C9v3pZXsQcC0Yzs4g4Tv29DOYTM0ftuL6y/7GVlrp/vPtXiPtuM8KmH/bvE1+vNOmZ1SK1B/SQUfRYlhyDACYnfCoNIlQyHnW2QrfRcon2KfUZejY6Yux2SC+N0gl3/YS/PVEdq67RiWy3jmpIiv00lws4PubCVrdITwuB6LfqEmu5vIejs9r8gUZ4XaWtZnqtm0zcDpn2Wm8CVT9yw4Nqe9D70BU+I0oX+0Y8hjWMaHg0TQULulRAViMoF4N0zIdzmp/D1eTdvJWgyVYHSpOd3hwvXSEN5te7H+iSktMmeMsVHQZofGqjVoEfG01OBJ/zxnuyVCF/oJV+rQLYvi+ZEP03GrvF3nhWLUh7MngPBMC7V3XZx+9RTa1pakMrxYrK/jjLsaviDkjIIS1pipPWamluRJeHxh9jVzJZdyYG1tg45MZbt4InEC6TcSUoZ8WIZQmWee3w4TRIPtSTVFnVIrNWjxMxLNUrInoozcAa1J/s6YsO0I54zkbZemykpDlZWGyQTSb5mO/JIkCdAgpP0+1RfUMO6ltcab+qQEdW4ygXhrkP4feQjGU0pRsRTNLMRYFIgTuZt0CKdHqZTqUJU+GcDZ6YNdbTTtyG5HKTV4JKKXnbRejKKv784RUp5H2Rz10XsxhvY5O5veddP7qg+9XNkgaDF/swnzN+W0b4HImT670M6g4ulDJTEZI3obSEQR78dwpYe5l26pABAZDsIqG4aVFHVKrVipQUWYaAwMGQpRlDAqdCtXQIml++Pv9eG5q8VQJRE+34v/SQeW6WjDqVTyNBJRvJ2nGPhIRKrQYt7XiX0qOmedjbbXDfh+7KLv5YP0VWrZtO8ILTtzLxaRWyFUxnns/uYktx4BMYK/FDF8c1NxB7luA4aEJ2MjKRL0Q6VA4PpNDm01JR2498PcHNWz/cmUCVGxAcOWBKeHI9ir8qwIH4cIJMC8ZVOJTuAEYtBLcMKE/ZUjmNdm/grNtga6/7iW6D8ECbwbIGqwYMxxF/FuBIimHDIjOZxGcxzIBShHGltCihG9PsTlt72ExBWYDpxMjatuOjUu2i8e46DPyO6v78a81YBOrQLGiIuATp1pqFaq0QC+7hcIdKf/Ifdvl0Ie+ocFdGtVRC/24ttSznqqpSISiwJ6XZaBrUGnB4oa32WWiQV5yMNxUH8hbaQvFxCAQE89NT3Jj+QUYYndiTC9li/PkWKUb4OpQo9ph0Br+ryF5Gb3BwKW9qynl60OaxolzfmF6p84N69HYFUtpiLOwPh77RzsDaOq1GLYdYjuPzGjTel55uYejM/4GXjLy6mjbiTMtLibMM2ye1Pj9HaU2CSl2TCP6dhQ6c5wGkuhIUKVAsIv0+T65Ajh6yrMx/SAyOr14I9EkfZo0uZ7jOhHoHqy9E2AJIuor312jwh6tq/O+ny1Dj1+7n0GyHVKJWIE3rrM4LtBIuOge9pBt+EmjfYh7M5O7D+fWqP1mJ7azd5nzWT7F6W4CMQQ4yU89xGjzE4pFSbrbtQve3CdW03LvpmaUq6LMdR7DiUnwmJUfs9Xl6NChXqtGftzN/F1+ghG7BiK1isZI3SuFffHy7A+u2F2AezPYkRVOrQry9j+dMfQpUslTM4ibS3zM9VGM4be9BS+VOreTkdmRNRyHbq1EuHPJFifo1UTYS5fCkNVA5YsATztZMi3+CRG8P3Iw70nLDT9tSNzt3GliYbuN6m9E8D/d34GfgyrO6pnFlUVWYU+gcmHJLKK4+U0iCclwhfa6XrvIebmNpp0AVpb3DQ7H9Jx2FZSEdt8FP3tGSQQr/dx6jUf99bZ6X7ehGaig3hnK6ebXyDY+Dq2Is8TY0m1IfYADOI9ogAxEabmSFo6bV7FpJSii9PkcBKUu6bUtOKQ3A0u7t+I4nHUZzom8xrlCYLvDiKtyVQgMhxk6Y3Vbmev0YPrnIsNK+xpNaXcBDDSJLf4cImRR+m/If9YSv1dbu0QkjXDWrt9xCZUaIw2HO21GEuVh5MRQtcSgMhQdvRlCSRGwwxeOI3n2hir97bR/ayhNDmYzv0Q/a924Z1KiZRrqMX8nOpwE/mijY4/taJdf49gp5tmxz2O/Lk9TyH7UgpdzlAOAzJbzgAyZU7+Xceiz4KSI99K5naYIMCdEGFVWyrMPYfjRi4TQQavSmifM6U5T2ai7iBzmqs272b3ylY8r2SA+28AACAASURBVLlZ/d39MzWlXvMQW7mbQ5tLc3OIH7ho7Q0h7GnDUbMMz4kTnD56jNjhFuo25+kplY7tz9vRVejYkJ6+O0WlDuvhbqz/LU40EoVV+eadyL0o6J7K1sDnj/rLFoy9bvy3q2eMiNt+vKNG7F+W4diu1LNpvchQWKR6jQaIEb4Oln3VhM+GGZk0YaiAxK9HiKzaxKHp+adC90c6pGERCX0OOSHi++kgUqWN3dkpVtNrYb41QYVhX2dhB26FGt1mK7rN+aq2iIR+lVypgjdukthqyjCAZdd3SidjXV24Gq9jf9+HKyBgeeY49h36NONOQPeMg3N7RMLv+vC+78b7xQ6atqmBZVABJLIKIUwmSAD6A2fo2JUcD/l+u3Srn/YuPw+3tdDWqCNwohn30XYeHm/BVmLx5JwU7fffTZLrjChPd5oMczMAICYj1Z7JLHVQbINJ/xULwst+gt8yTRcZl677CVRa6FjwiPr5zPnykbh1Gc8wGA5ZikZ5q3c4eNOsQpVnORHWWag7ZqGO5NTKeV08TPA2wBBD1+swbi1lrugxblXhvDUCWw1AgnAohHFfAyt6/YTvVycjhv4pQihhok4PoMH8DTN9XS6cq49zZLqmlAvPXTW7G+bwdhdVXyszKgFhuYbt3zpO0xY9GhUwfDP5ty9OrdEikeshbooCQo4+jH0aASRGfi3C+vTfnlkn7FGm/IXO19fR7dTSf76X5hfSTt870Enbjjns6MyhphQwU5fjx6fxr6xme3ak1MUgrLRiktM/twe4vMKOfddl3L19mLrsGNLmqzh6D9ZuL5OnPhU+XbIzSl5by/5MtQmL8TTuX0ao3qefTt2zHMsWKMtYtnwqOiO7QRLh8y58OUMtZRhdyw3UOTsLN3OtmerDZqozPl3N6nXg+zQG6b/6sxhRdFgK7KwlYn56u9wEYmA40E3TVgGw0nFSxam/cnPM7sP2Sjd184y0LM3gVKH5kgbtLkfSIVwBCDqqj/8E8z/eY9kfqrlX0FMUIzIMEOXeKEgPkkdHRyJREntSczdVxLugYjKr1lKKlANFjvFatIDloiA/miZxK3ea2NRpP7ONYDXmo90Ib7np++uXcKedvuf4QS2yD+7IVRyTQkVe09DqgAjRUTCkxnrsTgTWly7LBN0mtn9zA8ad5gInvQEb93POXTtTLD69zYN9eCeMWHeJ+AZ68W3rwBgqIX0vEab/JSdeaRnaLdU4XrfNvY5UIsrAX7Zz+WMJ1llocMo/DUa6cZrGTj8PH7Pi+OtUrZoqOz0ndbi63HT91JB5Qus0uQuuLgbZckZ+7ZnSlfOpZ2UaJnNzyBWWJRJB3yBSlQlTNIjn5xEs8zpoJUH4Qi6n8VQx2BxR2xV66k52ov1pP71HX0g7fc9O559Z0MndjU5E8f5lK/0fg25vG23PGlBVQJ3zdQznu3C96kJ9qgNbnjVLvc5YPNpIpUa3MVeszhQi4h3QrVqA9IFKE5ZtLk4HI9StT/ZRJOhH2taASdbmjgbDJg3uSJTEHg2q2E2GHhip3boBzg9MR2iP3AoibNmdIaOXqVTwrxK5NBPxiou+j8HYaJtdc6rgKVZlGs8f+/DcFrDsMjJ01YP3G6b51/WZcjan6o8sFJqvOej5WoELVBoMe+ow7KlL+1CNVqeCj+4hYpxZh+7fI4oKvbbA2EvE8P+wC/cHMaiy091oQqgA6/GTqFxO3I56fM900L1vnuO35NPLNGhWA5/GiJN+6Eec2KfAak2e9XYhZGLxtq5eD747aTrxaJQIoNdqkLsyxN8fwJcwYN01hu/iZYJfa8JUio9jvQXbqmaGQhLmHQIgEfoghOZP9i+4SS1/zi9g/0hh+np8xFfaOFIsynsuG5OzNpwShN/qJ1xpwVo1hK/Pg6VKju04w4aNJhIXIsksqYmbBK9rMTxrYoXxNEMfSVgfExDDNxGNu6ezk4QtTbzu8NB73slLF2dO37M727CsK+H3LIm+Bmg06PBzTyQzMkm8RxQdptKMaYzfrC18iUqDfps19xyYTJYRUqlURN4NENtVnXaAQkpPW2CZXw7K75Qi6ZVtOG6hYV53maeCvtyAvaeHTW978P7NMdz3pemaUsJjq9HvOET3181o5aTura3jeLMVbULLvRvtuC6Y6D4wj933giRDQU1na2iscZe+Cz6nts7nmQLGbUakN4JE9unRDQcJLt/N8VnHb6rR5jkBIfaOE+dVKU+oZTHk1kBIR4+9twPrSjWGL2vh4hDBemMqnDVB8IOhZGHkApEeqlUGTFv2sv2p6kwvutZCi2s74l0RYa1qgQoEFmCNjaYXsz6rUKH5w9VIv5XQvXiJSyogeQZQJh/78Y6qUa+ME/gwwOq7IYSVah5e9xOMlx6cnO/UKl/WCZgZ420ekT9LtmM5GsDV40N6wo59WwkKb4UG43MOjM/Nvwn5aiukR3BAlkKk24ARH6GP4thWqWEyQvhDEHYm0wxKKoqrNlL9TZJRcjXFo+SyFTPpkwFcP42gre7G/qcSy2604j7hoqWjhPQ9leH/Z+/+o5u+7zzfP6decXz7XTKiTLSeFcmJmkFOD7qcCGZRsxjmxpODYDvOTE2OazaQjEe5BIrHqQuN161rGsYdjxk7bjwkpiwaWiCNwwnMNm4XnJtRtsTZjDIJyuWKk6A0o5yApoxSirasWo51mNw//Eu29dOWZEJfj3NyFGTp+0Pf7+fz/Xzf38/n/WFL3wHqTamHjE64vZrWlvhE9/bUy1qCo6oGy59Vzxh2k41xdz3tu2uw3GWdmi/FWk1T9xoSmDIPCci1p+Fshi1cixNPQPxymMhlA9vKfL48C9cTxH81Ar+MEM14ESp8QC5+dgDva6OTCTx0rZsd+7rxLu+d9Q1b9HQffSfj2Bs8+c2MudBG9aPtVD86u/UCYLJR/WgrlQsc2JOvN2VmnA93cGiizjewuty4sY5d82d341TVPD2fS7GZWHFPFSPf9RPaZMdOCP8rI1Q9mvuQOetyF8aJIOdxYTnrJ7KqhhXldhathb6zEbYshdDZBM5NUx+OmivSDQHz0nYohJFy+G826c7nPGanjAfxPjVIfKmH2gYHlneaGfhLL/acHjTOTfb8OJlvrjPNgJ2OaUM7zzY4qFzmwnTShz9SM5GcOfKGj7DJRW2mG1WTFccqFxurqqlN7jVYZqW6eR9rNoWJLrRhmod07/ZlTnjFz5mYm+rxUyl2Bv+74LwvXZhlPh5SWLB9zoBXgoSuO7GXQeydAGGc1OTap+DSEN0Hgxjr2nloU5z4Kz30dVXSm1daCyuu+6wMnPYTW1uNOebHF7DifihFL84cetTnGkjMr8wX6fhcjzDY1cnQL+14enKYnXUuDybHxAOH6XtpBGdjPZ7lDqI7+ujssrB3d+4zQ5ocK3BeOkXwci3WSBD/4jVstBoYn3fQFwiSWLuCcCiExb59yv2o2VlPqzNLMCbryuepvVZRiWNhAt+bITzLJstx6M1hEgurqcx5yHDm+9jp7fhRU+97Yq8d59RVK/W71uPvPkz/S1XFmUm0yIoSlJoucTU+OhfVLyOELo1gzet3ijB86BRXVtVTsyzPK3GZBecXm3CO3yzt8GJrezb/RqlpwehNTpkDz9frCe7s4cjKfWzLZx7lPI33FImebKOuLpT7DcgctnW26zSca3Du8+J/r54rrw+zYG1Hiop07KlQ8jXlepTA4R66T15k0YZWWmdVgNKM504xC0Eq1rUbcT7fh/foGiobnPB2usTI05RZcG2qJeX5WWbCckeeQ48SceLXiniz+NEp9jQdgYf30fUFC7CE6pZW4tax3EXxEEf+6yAjzia6/vAMzd19eDFT++1dJJ5sw/ucH3eeUwtmnwUzxTC6jBfYWczKNnZTHLsUIvzTEWwbXAXNhxJ/f5CeJ45wfqGb1pY55hIbOwcgTvTDCDHDlvMN2aymRl7oomadwZ6D3ZxY4sEy1M3gVStb7p3Ds8h0veTSbcf1BNF/8LLnGR9X7vTQ+ydWKIMte1sZ+S/d9DS1UP3lJjyrczxq5QamnAKbY08b0z6UMGFfV4udEANNbUS+2MHOtNMqT1NmxrbMTLq6IesxzfYbkl9+rYkgsMnAstgADKzL7Nhud2HNtUwnBZdCly4SL3dlfmI93sN5fJ2L7dRuzmFGx2tRguciGHc6M/e4y2I8n1h89U48q0wY1z089HIz3q4W4o3b8pu18Hqc8I97aDt6fg7XqSRjgUGIEQlFGcmxQWRYHaO/+fU4kX8Y4vjLPoLvR0d7XzGaBH+J3UX1hho8y8eXme7GaazuLcDQz9TGZ6TNnWm5C9e1/fjf24IdP75r1ezMZ3jjbXaciSOELsSJvR3CuXp0hkC7s4orB/1E/i+DM5ecrHdMXWbsUhhIGpJ4PU74pf10HvITX+6ht2EODyBnez7Hw5wYvzEdu5mv/ZqHMzu9dD6eSDNxS2qJeJyRWIRQwjKL/DjjQ13zC4CnvvbnFpCbGPL63UFWfLMGy6VB+pPTf2Ra7z311AKR015OxVzU3z957EwVMydgymhKnTeCddnsy4mxeiM1z7XhffIEtq/VYiPMiSe9BBe7ac82bXyB6sR0xmcpHGd312N/0Ut3v41WdxTvwSCmtTtz67F42U/fE15Ct7hp3+TAZICnxU2wI/+0FtaV1ViPDnMmVs2KwDDBpevZNu0ATm/35BOImWIuZb6Qx+ejAN6/7mYosgh3S2veedBi54YY/JEPf+gi0aujF3fvjgcZuHUJ9rU1PJSUawqYst+TuTeraNoTpbP9CI83haj/cw81uaRiWGijsiLE+VAC2/vDLFjVOlreHC7s/X7OPGoQfMPA9Z9mlsJU5TU/89Ves1PzsJNT+7rp+70OmlZbiL7WR/ePR7A/kqZHU0pzzEsWGaT7u6PD+tevcuBqeJXmQ83sSXSwZT7zG89CQYNSsZfa2Hpw6tMR00ILiwwYbwhbblmCcUs+S73C+ZNDhCtqUgelyq24Nrjh9hLNWnJbLa0Pn6Gx24vzwGiX1EVmC1yKEoMCDeGbNHFxP+ul7mAwv27DKba1KOsc63p/5MwgI28YVH8zVVEcYeQaULYAGBv33zVI+LoF1/a9aROrFp25ita9I/Q92ceOTXES5VaqGjrw5PxkNMv5udBJfUsrRopeYlN6DE3cMFqwO6swLy/smRR5zTca/PENE1lfi7XMjG1l0lCNq2HOX6uiaXsVFrOdh+7yc/z2JmqW2lnw1VqC3/ET/IRUblOf8powVyxiAQbWZTUFTQkbO93Jjn0BjFXb2NtcnfMTJQjifXAPQ1MCAuPbCSy247zdYNEya4ETCk9nwrGpHU+8j8PfaCFRbqOmtTXN1ME5yrGXz8RxKBsh/KYfY10rHZudmMd/w4VOPH29rDjqJWzJc5a5NIHNCXl1YR4hfinKlWsjKf+6yFlPq8UgdZadeb525RDcStljcty0J9Ams4VF5aPBEed9jjQNrkxPj4PZ8zhdDTDQ5cXWdgzPrBv4ccKvnCL8OQ97G10TU027dz+N+eAgLLcQ+1Guy4ox3L2DvreM/K9Tl4do2z6tLEzU82NBJouZJbfkc/wTBA83s+eVJdTuaqX3c9bJ3BLXooRfP0FPVzOvPtxLx7pCt0YWsagCzsdSDHSbngNoYkbaPJS7WL9uP51vhnDhg3Wt6WfqTfl9ByucUU4FfFgCTtY0jm2j3YHr0iBnXrMQWrqCpmk3xSOJBJTBAkaH5ff9pRf/R6PDJHsfcEybHS5PszqfY/h6Wxh430bNN5NuTCsm0wMc/mEVzkztsqSyO9oGN7C6t1E9h10pmTI7W/a2Y3qyj8cfPELCZGBf18reTbnf4l0JDTEUXkJNypvcRTj/cyutxsxaO33bwcn62+fw643tk/GMlzbPAImxWYlbH6vPPtFSQerEcQkS1xnN2wUkz1I44VY3u1qjdO/rp+U0WO7x0NHgyn4NToQ40tbDMC6adk/25jOWe+jdbbCnawDvsCv3ILh1DTXLj+A/G2HBPwRx3NdU8PsrKECZL9A1K3h0D50vhuFWF9v25j8xUfSlNpoPhqnc2EprYyXW8QvD9QTRC34Gn+mn+X9Mm9zrWhjfj4LYNnfRdP/kLHjGnbV07Hcy9LeDYM51p6w4Vhkcf/cUSwJQ/edj5fVWBysqDhN8aQkBqtj22ZnfnG15nan07TXz2lb2lu2n/2+bqXsqgWmhnTXbO9hy7yzO1ncHaHwmQu3unVTnmJM18d4Aj3/rBFFrDbvrRh/EWDa00pHooc0fJJbDs8AbSUGDUuZ1HRxbl8MHP8p3eE4GCx3UNCRdnLPcFIWmDR0alc9MTGBZ34TH30xf3zBPt1ZhXrIEy9XzRK+CvQDJrVNa7uHYLIYdzNjWoqzTxIpVVfQcHGS4vJrWVEPwroUJf2BQOfYowbjDjmOlh21/5i5IQvA5sVbT1FOk5lq5Bcf0BLSzvlmMM9y9lb73a+jqr88twDL+lP/5KK5N9fB3AzzeaZr5xKrCTcfT49tkwb37e1SPd1tdWk/X06NPOfPpkJ9rF/7C5Qgo9CwoqWbfgwVjMwqaV2+n43dHsC3N9+LjwPNsbtsZPJvbEmc9NbIxlkDxsdzWk6vc81oYuB47RMrrZpkF58OtKWekulGYKhw4Zzur0/Rr17ich+/Ncr05yCWnW/Rk8dY/NwaORw7w7PS3y8y4Ht0CRPMY7m2m6pEOLH9mmzpsLheLc6nnyXN7zuM/GcO6eTf1y6fdtZRbsN27Dc85H50/CRBdV+AZqbBgvRMGP4yQXGvbPufC9MxxTtxno+azZvhFiMG/8XLelFzfxBnubKBv4U6ebUx/g2t3VcMzhzkch+qvTb0yhI420Baopbcn3ex/Bva77fS/OEhkeT0PjV/fyh2scPYw8HIMyx9snPabJAj/NIxht422jSoqsdvXU/2tLUVKbmuh+uuHqCrLFIg0U729l8oF1plDjMfSA4wPKYmn+Hamshs8mH6tma8haYZI5Z1fKUcLHdTvPsAcB/WkYcKyzDntPMil7ZC6nMZf62HrU+ep6TxAfabhhQsd1Lb0TstrWkK2Slymfo7/t2ps99sxX48S+nEf3ndMcMfUj5qdW+jwbkm9nHRMdmrbunBX2Gb0GDeW1dN1aCOJvB4vjc3KOdRP/D0H1duT7l6y9IbOZbjTxGYXvcznwsBmd+Bq2DY5M2peogR+EiJx2xY8X3JMrR/LTFjSTe5lOPA8nWac7kIb7seaRv8/xzQk9uVV0D/IqZFqdk0En6w4Vi2g72Uf0VVbqMx731KV19kpSnsNsK7eRsfquSUsAmAkTvTSlZmTb2VgWlrDrq+vwHTX9Mkk2nn2foie9M99u0qoJMP3SiqnG/45KrPg/vOHePUr/XS/ZKdjnQPXwgHOBBNUzTUPQ8bKdha5c2Zsa4qiXYB1mpwuqq4OE7jflXoM9AchAiYn28aTdBouthT4RvjmtwDDANOnFmT9ZOJqhPCbr3L8hUECsSW4W5/G4zTDWhverm5atp3Avrae+j+qorIiRQ6eXIYZ5eSTPENNqtn3kgIuZWZsxZ49LB/FmBpZ5s3cEtZKwSy23UDz1VTi2mBm6AUvA3d4qEnRU8r7ugn7w4VpxE9lwuF0En8hSGSzfeLGx1i9jd0Xe+j+i60MXAOT1cnGRw6w6/UGjk98N0L4p1D1SJYcUXe5qI4PMmjUs33KLFtxohfiWP7jioy9Ry2/V8mCyyGs9ycnlDZwfN5BtP887rumfft6mNBZE85Hx8JnZVZqHsvzZjxPJsPIfm1dnKGXbMGuzVPdGJOLfPIsKDfAtIDsrbJ5trCKbd+8SM+TT7D1+QSUW3F+0cOBXX4aXijMKgyrLf3wq1mct6OzcvYRWL2T3clP1LP1hs5HCcp8LoxVW2ia9bctOP/AjungAN7nbXj+aHpPqVc58bd5TO41W7ZKHJeHCK5zTrkPtP9+NfEXB7H/UWVR6q7fbKOj0G4Wn5igVNbEi0W6IUubF+dWNx3PTvYsca01eGJsyt4ZhS6fQNkcKtvctrWw65xQ7qLp2LG0fw75fYzcs40VuSSW/wQqzflpwrn92Zk9AFIIn+ik+10ra/6oFc86x2QEfbETz95nqTk7xNBJH33t5/E83YQr69OLBZh+x4LFWACk7hqbWvJUpOlkD1wtKF+EpcIoXcNvzsHtBRgVFhaV5/t7zUEuCT/zOA+TuzpfzHNTpiezn8t2jFtgWLD8jmleGv9Zy3eGHgOzrRuy/oYUInC1iMoNbiwlGf4+2hthYs12N26LNeVNTPZ9n0uwO3k4wBzL5gIDS8UiTJ8C8ni6OXsmHA/10msf4vjfddLcPTOnVE1LL+4CD/8eZyx34dg3yJlILdaJqImB/UvtHJg+YcOyY5O9HD8aHR5e48x2S2Jni/cYM24Rr4c5H0yT6DjZ0i0cOjbzBtN8bzvH7k3x+ff8+K652La8uLdKxT2fczefdWjJZb0e5jdCIh3Tym08m0ujbI4KcQ4Zd9XTfmB6/zMHx3LujjwtF2mxLayi9VhVadY1R/Ndxi3rOnjaOsTgj47Q2XyRaGx8SLUJc0Uljvu203tfjpN7TfcpE4sqLFCepeZId7zuSl0vT1HA8jof7bXCCaXp6Zckjx6qJb93mqPf+vjjjz8u+VrHEgiOD4O5KcR87Nnqw1WAi9xNJzZM547jVP5Vb57TGccIvxUmbnXgqJjn+Pq1OPHrCzCMUm3HHBL8F90NdFxmpdTbnyB6LkjEsOHMc2aQ0p93N/h2FMLNeP2ZB4lLQYIRA9tKW37Dwm9Wc0h4m4jHGSkzMEr40CZxNc5IuUG+RTr0/QY6Ezs58Igj56feidf7+NO3XHwvw9C9jC6coPE7JlrTDt2bjRjDnTs4bt9L78Z8ljqH+rzA5lQGLwzjffkKrgdqcMx3CoXZSMSJX1uAsbBU16Q4wRcH8JvX41lbnGyP81EPzNocrqOxDwKE41Ycy3JJvn8juEHKfCxM4P041mUOLJ+Ec0RG3Shtzk/A+TM/QambVPRkG82hGg485pr9bC03nTiB/kb6F7ZyYPPN08VQRETkN048iHeXl0Vfz/ch040lHthP4wGD1n05TLsuIiIiRaWglIiIiIiIiIiIlNyn5nsDRERERERERETkN4+CUiIiIiIiIiIiUnIKSomIiIiIiIiISMkpKCUiIiIiIiIiIiWnoJSIiIiIiIiIiJScglIiIiIiIiIiIlJyCkqJiIiIiIiIiEjJKSglIiIiIiIiIiIlp6CUiIiIiIiIiIiUnIJSIiIiIiIiIiJScgpKiYiIiIiIiIhIySkoJSIiIiIiIiIiJfcJC0rFCL8VIHgpMd8bMg9+k/f9ZpAgei5A4INY6dd8KUjgrTClX/PNL3E1Tnyei+Scju/1BPEbYB9ydfOfy/NXT0iRjJWxxPV53IZrUYJvBQjrtGKijJ2L8gmp9vIW+yD1/t389WcJ3Qjleh7oHBKRYiliUCqIt66OtpPRae9HGfpGHXUHg7NY5kV8XZ0MBK7M/NO7AzQ29eC7PJttLaGPhmirq8N7Nt8vZtj3kkl3TGehxMcr9koPjU0DhEqzuhSuEPhBJ50vXyz9mgMDdHb5KPyaQww0NdLzyie8eZKtTKb9e5DDngY6X55deQgerKPuG0PMtTTN6fj+wkdnTvsQYfiQF+/pyGzWMsNs97145/Ko0HONNPb65rHBnb6eiJ5so66uLut/BamfCyx4sI66Oi95X/Uv++gpSB0Tw9fbSONzs7wCnPVSV9fG0Ee5fiGpbhwrY4fPzW7VyWZdZ1wNMNDVie/D2a55arB0tuWkUHVeLscjXWBmooz9IEDeralZt98KIBYm8FaQ6DXgapDBQ16GL6T+6MWXU+/f7OvPOMEXvXhfDBLP+7tFlqkteTWM7/udtDRt5cGJOvJBtja10Pl9H+Grea5rrD4aeBc4d5gGTye+X2T/WvzCMANdLTR6Hpyopx/0NNLSNcDwhTn8olnKweg1I0W9m3d9NqnY12AR+c31b+Z7AyZ8NETbDm/qoMFSD/u+7caS6fsjcaKXrpD417luSBBv3R6Gprxnx9Ngw3to6rusa+fYI44pb8XfH8K77zDDkQSUW6na1IRngw0j0yrnuu+Fcj1K4Oh+vKfPE72agHIztpUb2fZnbmwLC7yugh2vJBeG8b58BdcDNTimbe/ItStEL5kZmfJuqmOdipv2Yx4caf+eaTnZvkvm459s2rkQPdlG46FU37LjeboD963ZFjhXI8QvRblybST7R3MQf3+I/d1e/CtnlisALgc4sq+fU+diJEwG9nVN7NrsxFyWfbl5l8m5uh4l8IKXwy8FiVxNgMnAutzNQ39WjzPn45Lt/Bw9zs602xBh+KCXw68FiV0D00ILlWs9bNvsxJLlN5vpCudPDjF07wo8a62ZP3o9RuBoN30vhYgnTBh3rafpsS04F2f+WvBgHXteSv03d9sxPMvz3ebU4ucGGXhjEesbqpi+JyPxKNGfJ27IesKyoYNjGzKtf3T54azbyehNSUe2Pcpej6Svg0alP25ZftPxuu5fE1y5FIWc65gIw4dOcWVVPTXLkkv4CImfR4kuTL2cWOAI3ftOEbqawLTQzvrGXWxxmrOuLXq6j86Dw0SumTDuqqG1pR67Mbq+fOvG5HrKtNCK64Fc6qn0v6O9YR8dGwrVchgN5Hht7Rx7xJy6nBSkziPjuWl/5AAd67IfFxgLzITzaz8V6lqRrVwky7lu+9BHZ1d4tEwSwX9yCNtKD1W3keY389JY5534l71hH00578F0cSL+IYYSFmrud8y+PZssl7bt1SAnnjnCqXPhyWvYqlq2bK7GNr4R6dqSHw3R9hUvYaub7V/14LrNgqkMuJ4gesHP4DP9tLzkw/Od6XVcnNDznXS+OHr9sq7eTmtj1eg1c6w+MufR+VomTwAAIABJREFU5Im+tIfmg+dZdM9DNP1VNfZbTQAkIkFOHdtP/85BfI/00r5u5i8RfWsA7w+GCF6Ik8CEcZsD93/2UL+yOHcEpboGi4ikUtCgVMoK7VAjdYfG/2HH83Tmy+KNUvHNaNCd9eLN1ki/MMie9iNccXro+LoT3jxC96E29iT20nV/lhs55nvfoww90Yz3oxV4/svTuJeaSVwKcPjJbloev0h7rwdH+XxtW46unGfoZJglfzQzKJWaA8+xY3gyfGK0cZnb6md9E3Crm45j7owfCR6sY0/Ku81pN7NnvdR15HRbeuO4HiNwtJPuvzeovC3dZ0Icaevk1WVN7PU6MV+LMPQ3T/D4oVZ6H8nQSJ5VmYwy9I1GvO9NfTfUUTd587fUw75vp/t+jOG9zfR9OFmWiIUYOthN51fCND3dSlVO91VTz8/Rc2BmQz51r4MYw3sfp+9DF017n6WqwkTsvRN0f6uTxh/P/LQ9y5YkzvoZBnjTTyDuxJn2B4/j799Bz+tLcH+1l/qKKANPddPZfIWd/U24st3dlSAIH//Qz9BJG64UQanUbpB6ogjmes2ZEigbq3tyC4gn/6Zj5c2WJhidl9HgabiiZlpQKr34G33s6PazZMMueh+wEH2hj+7OHVzZdYCmVRmW8d4R2vb5sXypg32fjzLQ0ccTXYvo3TOL8zc2TF+7l/C0eqqzrJeOFDerk1Kdm3kEJ1N8b0Y4aKmHfd9OG/oe34EC1XnAcg/Hjk3do8TrfTzYG6DSlutCZmGO7bdkMwLIF07QuHOAaEU9vX21aeqdLEHrtgwrTPGbpRI9mfUjqX0U4NX3APz4L9VQU5H9K3Nuz8b99O3owW/fwu6+LuxmSFwaxvsX/bQ9EWdvZw3WDA9XQkMDhBIumnZ7qEouxmUmLHdU4dkNsYY+BoZCuDdPXgFjp/t44ngU12O91Fv89H2rj7bDZp5ucGDKdx+uBxn8fhBW76TrMdeUdorJ6qCmuQvLp7bS8/1Bgn/owZG0P7HTnTTvC7OioZWn19kxEyP0kpfurmbCjU/TujZFWUgZEAyxpy7prFrXzrFVGba5lA/CRUSSFDQo5XjkGMceiRN+5QhHnnuVYCzpadkj9WNPyqM5PHG+gSTixK/BgqzJBxL4fzhAuKKe3mb36MVyw052/6qZ5ueP41/XhOtGDupcGGbwXXC37cS9dPQtU4UTz9ceIrzDiy/wEI575ncTJVchvDvq8E55zzZP25KDfxpk4KNqOp52E3++LuUQn8QbpxgcqaFje9Vo2Vpop/arHoJbvfg29FKTspU/2zJpwf3tY2QOEwLpBiNFXuV4AKp2NeFeOtaMNdtxN3o47+nh+OkIVXne5OTtgo+BALjbmqgau4EwL62lafMZGg9Z2Hl4bN/HGrEZXfbT3z/EyB02bBEf/f0OOpqrUve2ivgYOA1Vze14VhqAFc/uJuJbexj4+424ir3fN7Fce19kCzAWSyIeByJEY0A+PWPiIYLvAZcChBoc2Mtm3pwXb58i+J4fhtU7aW9wYgDWhnaafrmVnud9bFxVkyaAkMD/3weJLfXQsdGOBTvbG87g7x5k+IKb2nTB9TRCP/ISKHfT3ujGXg5saKIpspU9BxupOzjtw0tns5+5mBngCvTX0RkzsvcUKmqdF8P/P/ywcD2uz+b6nSiRMPDBRaLXwZLinJr6Oxax/XY9TuBHg0RNJkyXBhl8y822lal+0aTff6xetiUHds5mqaeBWGCA/qPjPWvAZHawZtMWttyb3NtraCxIkWOP6niYE39zmNBiGzZCDDx5hMrdW8Z6BBZP/C0fw9dcNDXXTKzLVFHFtq9eJNh6At8/1bCl4GUhgu+FAKxrp2m1Fahl+5depfmojzObHLjyXdwvIoQTYLOn621nYLPb4LUwkV+AY+JYRHj1hwFYu5OmDfaxYJgZ+4YmPO//KT0/fJXI2hR10/gDzssBBg4eZuhshHgixXlw1p/vnoiIFF3Bh+9FX+qk7eDoU4ZnP2/BdDXEiSefoLMtXoLeNqluxqdJMeQu5ZLGeniZFlpYZFhwOU0zlz/licJ5gqcT2B6umvL0xrq6GtvzRwiGmnDNRy+os17qOpgxNCR6so3G4TWT23/lClFsLPndad+/1YoNCMdyyb4Qw9exlROf62XfxqmXy8jxRprfqeVAWzWTz3cKd7xmJ9dhOUUO6OTc3T3XBU5tbGbuxTHaS+HVquTeG3GGOxvo+9nUp7qJ1/t48OAiOrxbptwkhqb0hkwly9CkpVvo2jX6v+lyzpx/14+pqhV7ciDE7MB5x36C78epsaZq8s29TE4dUpPjsJ7LUSLYWG+b9ly13EblHTAcvQI59tGZtTTl2WK1AWFiV4FsdfH10SezfUf9XLmzno6WWiyXBul5oo/mJj8PfcUz2iMiSfSsnwhreCi5h4nhYk0VDPuDRO+3fgKfwN4g9QSQ03DgeZHgzFt+IIHvf4bYstSecxAt9HeH8S80Y752isMvuenYMPPmvGg+CuK/AGs2J/diMHCtXQOdfoIf1WBNedMeJnQWLP/JMXE+m5a7cDHM+XAc8gpKRQm/E8d0jyupfWTCsdIFL4XZ0tc10TMlfY/ZYohyMQymz5mzB6WKWOfF3xrAGwBnY83U+j+p/TCj92HEz6n3AHwMvrYRx9oUPfOmrKVI7bdYiMF9T3DkHRuenlasP2pmT1cz8YZdeNbZsw49z8t7R3i88xSWL+3m6T+xYyZB9B/6aXuqjfiCA+xcPX4Uc6xDrieIvj1Az1ODhI0qdnY04cLP/vY+2rYHqXlsJ/V3jw2JKxrTrJdvd9djP+ml/wkvfLkm5fA9v8mOx53Umrka5vwlcG2qnHjL6lyD5eggoQvgyrej3mes2EzgC4WJb7CkKEdxwqEwmKqxfib5/StEL4DtPtu03lkmbHfa4HSUtCXqWhBvWye+W+vZ/XQt9oWT58HFRLaelyIi86fAQakYgeEQidU72b7aMlqZmu3U/t8b8e08jv99D45lYx99aQ91L0HBGtk5dl/OLv1QjS0NGb72UYQwYL9tWoVfYcMOhCNRWH4DXwxslTgZ4tU3ori/MLmd8cAwwxhU/56FdAOFJplZsdrB/r/zE9mY3EU9gv8nURxfXDEZkCrY8ZoUvRACwpz/aQL3redT3Eimvmm8UYbTzM/wTQu2zxl4Q2ESG8bK7NUArwYMjIU+/BdqJ576nz/nx3RPa1JAKvuwpsKIEQknsN0z/RhZsNnhxIcRUvalmGuZvDREZ/thqO3g0J/YiP9DH225DOtZbMGKj/PhBO5bk5qU18Kc/wCsrkWZdzelOLGPGH3yD9kDO4sWYcHHxZ8xpddKNBIGLJgzDW9NhBns6uHEO1HiZVaqNnfhWWfDKAPurKH9aQdDf9vH4W9s5fBCKys272Lnvdax5Ydg6ZoZwyqsd9jhlRy3vcgiH4SAGKEL4ChPERBOE/y9MeqJoalDMVLJY/jFUPKQ1BRyrpPeHcB7GuzL7YR/3M8RVwdbkoYwpctVEnu9j+4X4zgbn8ZzrZvmg230lO+eOJ/ydilMCAh/ECGnM+1nFwlhZ82Sae8vsWFPUX4mjTByFcyfTirf5aM9iob3NVC3b/St3Hp4Rbn4Htiqpm3v2DZEo0Da4VIZckoRwFvnnfK3vMKmsSCBD8D1xUrIlhK8KHXe6PnxeO8wpnXtNM0YrpSmp8/1KEPfHSByWz0e5ym83+1myN6BO9OQs4K23xJEXjvO8aEh/O/G4c4aWr/j4MyOBl5t6KKrYZC+59rYetTAvsrN+gc2UmWdFsyLRYkARiwOOWa0iv70PDGqadpoH2tnmbCsrmfjfx/G+04YVufayo7h7+/E+3qY2HUD+7pW9k3kIXSxra8X19E++p5sZLDMjGNDEzs3ZckzNQvGymqqynvw7qtk0SPuseF7AQ5/d5Ard9RTna3X3K1uOvbb8Z0YYPDJNvovxcaS3pswVyzBttJD1zerp+ZLvRYnDliMqeXaTJzBb9QxOPZWzuWozEHNnznwfbePln+tZ1vdehzWqTmlBl4Hx6M1U4buwSIst4Hv/TAJLEmBqQTh98Nwm4u0Jep9P77LFjZ+vRa7eXR/Lau343lzmJ7hALF17rHzI0NQV0RkHsxfovM59ICZ6JnxGzj2uWj7vrAKT8Mpmg810xysoea+JSTePMXA6TDGhlZqk27UMm2D+fercfZ78b1XO9m1+j0fg5eceH6/iPkgiBL4n6OPkP1vnSFxj2tKwCSfnC9FVehgbAHYl1dh6gpy/roLRxkkgmcIOLewzbwfXzBK7W0WIELobGLKE8TSGYEM0y7HC5RofaoE/hcOE7rjIfZtHO3ybqzeTtM7AfYcGqRmVf1Ew3Syp9jYMbWuYaNzgL5DfVQu8iTlV/EyjJOmbInCU7kW5EwAYJjAux4cd03/wGSwYjSQUEXNXcfx9vdRuXs7VRUmEhcG6TsaAkL0PDQ85dtTbp5NNtZs8mArs1F5m3nmk+qFNtyP9eL+cmz0KW9FqYfkTd/XPL56PciZYYAorwYi1N4/NZ9baXuiZJCinsie6DwPBXwoEH//BJ1/MUj8Lg9NrU5CvW30/UUL0c072TYezJwuESVwtIfuk2GMsYCDQSu7o3t4or+ZB1/ZQsc3a/LuexZ7JzCaS2n4VfwNzplDrkpQ/47e4EVnmddpLutM0RrY4J51j7PI6UGCpip2OpNu0Cd+P6YGbwtd510NM3Swh8OvX2HRhla6Hsox6HE9gq/3CbzvGtR8uxb3v7dz8fVOvDtbuPjVnXiKlCB6KhPGpxdgucfD7i+7sFeYgCBnADCwbWiid912ov/kJ/BmFMOYmako/rOLxIFgKAxrk8/Sqb3Lk8uH5fcqMXOKgeNr2DXRU2qA4++ZcLqnR10zMeO4fwvb71uE47PWmfV/mQXnwx0c2pwg8k9Brny6SJOGGC6aelsZODhAd5M3KdG5h47N1RnzSU1YaKP64VaqH5775rjbjuH53fzLkeUP2zlgH2bwB4Psbx8YnUSI0X1ZYq9ie08NVbdN/wWtrPljJwP7vPTduWi0V91YTinvaXA2rilAX+u5TIgzh2uwiEgaBQ5KmXFW2TEd9NL/+za2jw/f+6/HiS5ez5oZN1KzM6UBluvQpynSNEjnsqzPWFgChC/FYHlS8OXy6BO4JRWFaQwV84mGZUMH33OG8L92HG/XCczrtrHzr1w4pl0wM27DQhfVq/vY7x8dwgEQ8vuIr96GayGFPV7J3h1i4D2D6nVOXn1pgME/duWd16MkijoccVyeOaXsDlyJI4T+GRy3jQ7DsS7biMvsZP9rodFu5x8FOXPJyXqHiXSJwLMpeeNlTmXyPMHXE9j+szMp6Do+pCZI6DLYxmaTm1kezFQ93ovxgpfDf7UDb9JMVK3fqSeHSb1miL4yyDBWrLdFODXkp/Yu17QbgellxIJ7916Mg14OP/4gfdfG9uDOWjra6ifzgaS5WTXf6STrZprM2JZNTYBs+V1byh5R0UthuMNVoCD67AMKsdMnGEo4cK+7wtDzx/H/YQ7J1+dDSeqJuYrh39dG3+krLLpnG3ubqrGUgWVXL9aTXvqe28ORin1sS5UVfyTMq69EsW1sp/WB8YCDgX1zF73Lh/BdtjN9JFhW10MMHgti3FOF/c1hBn68Ede0YeQzfleLBRs+LkaZ2iMqepEwNlxpT1gLS5bCUHKPrLFeWnZrLr2Kpy7LcgcMX44xpdTEokSwsGJ2nYzm5qMh+p+PYN6wfWpgb+z3mxm8LVSdF2V4Xyf9pyNwq5Oa1g7qc/1yPMD+pk581yy4W7vGHoo58PTtxbavG++TAzgOpCnvBW6/mZ211Gf6QJkJy9KqifydU8Xwnw5gMplIvOLDv8mRtM1jgQRS1NtLt7C31UT/0U52PJ+UU2p7B1tSJcXOwLA60s/qmrQP1qXOtMGRbL0wc6rHFzupb3Fm/i0XVeLeYME6fp7OpY05lq4idCGpZ9zF8GhvyumpLfJg3FZFfUtV5v2Yxry2lV5jAO8POtlxKGn2vZZe6ldmOJ53uqhePMTx/3oCx1cnh+95XzPhbHRlv67n5MZ5qCoiN4+C95SyrGulw3SEI99v5sGnxhsmNbQ+Vj8tH0CB5DBzWUmWVWbH4QTfG2eIrZvMmxQ76yeEk/W/V5hNLDZThZ2qtSs49XwA26pqHHkHdkysuKeKke/6CW2yYyeE/5URqh5dMdoFuZDHa1w8iPepQeJLPdQ2OLC808zAX3qxd3tw5HDDmT0nUmkCKtkbcbk+2conpxRQ7mCFM8qpd2LU/vuLBF9fxJo/tmIsdOHYd4bgtSpW/PQ8oYpKti+E3BOBF8oCyFB3pM05MacyuYAF5RD9+dQbxVgsChgYC7JscpkF55dacX4py+dyEfczcDSE8YUOOuyn2Nrbh/f3D9C0OsvJXWal6tF2qh7NZ2WzCzhWNT9L0z0mLHYHRsI3tTfX9RCB4QTGvZXz26v10hDdB4MY69p5aFOc+Cs99HVV0rvbnTpp+zTzV0/kmtMqWZq6oqAPBcy4Nu2k9Y8t0x5cjPUGSerVtcjuxl1WOTnkxHDRdDh12mDLcvfkzdtnqmn1VkF5too8TvBQN4OX7Xg2N+G4PUzz80/gXdqLZ3mG71ZU4liYwPdmCM+yyf6CoTeHSSyspjLtkK/RYc+8EiR03Ym9bLyXlpOavFOLWahcZhB/4wzhTXZsY+di+IyfOFEGdtYxkPzxoiU6HxMPceSvDxO6xU37F/NIMV+QOs+CfdUaHlpbRfWyPPMVGU7qv95OjcWBNXlIVpmV6sd6WZMAU7pAZwHbb+mGqgLTZqOeNKXeeG+QgbMmXI1NGN/vwftcNY5MM8wmMS9ZRHwsyTlAIhbE19+Crz/5U5lP0Izbn4blS0l5RGe08cbqr7kE2i/76HniBNYv76N+4uF2DF9vGycqmtjXUDX52Tm1MW1UOmEoECT2hdHzIHTWDwursd0KfJT7kmbzO04PmltW1tO6Mp9QFlDuwNPRinHwMJ07BiYTnc8iOCkiUkpFGL5nYLt3G+33bpv7osZmvotfDhO5bGBbmeGjl4IEIwa2lbYCPQmYFHulh7a/g9rdO6lenO5TBlUP1HD4G166j9to/RMbfHCC7oNBzBvaR3sJ5SOPfZ+NxK9iWT8TvxonfhUgTvTDCEzPe5CGabkL17X9+N/bgh0/vmvV7Fw59bsFO17xMCe6Ohn6pR3P2M1l7dc8nNnppfPxBNu/tY2qtEGc6TmRxhOgFmBo5PUE8V+NwC8jhC6NYF2WYWnFCNTlxcBmtxB65zwJW4jhchettwE4cC3djz+wHeNdP8aq9VOfil6LEjwXwbjTSTFn6gYzVpuJ8KUZ/W8Ih8B2X7qhCXMpk3aq/9jGqee9HHG2smW5mcQFH95jQUyrd+KcZXkeL0sxY3oC0zTiYU509TFcXk3rA3YMw0rruSB7nmoGOmhane0sjRF+K0xssQ3nHbkcpHQBx7Fp5rP11Fxag8d5ir6n+rDtaaLqM1GG+7sZvDYtoWyOElfjjBAjEooyYnXMvkxe9tP3hHf0RnuTA5MBnhY3wQ4vzZ0jdDxWMzW3yBTzXU8UMHdburrmrJe6jnD+wzkW23CMXROjZ4cYOunDH7o4MUSFcjOWOx1U37eR+oesM2+scwySZe4hHCd8vJPOl+LYG5pGt/9PWvH8v814u1pIfLmdbavTLpmah52c2tdN3++Nlqfoa310/3gE+yPujDmh7O567C966e630eqO4j0YxLR2Z/7X+vFlvXQY739zTdRT3hejmO/v4EDSdPU5DS9NxIlfixP9MEQobsO9Ko+BPh8Ns/9b/fiuVuLZm9tDnczbAfnWeZZVtbiJ4ettHA04bMq93jDf6cAMRE57ORVzUX//ZDAnbUAKKGT7bXQW6tw/P8XVAN4nR4fC1q91YZjd+Ds6aUlsp31VDt/P1pYYm/gmk9TbP1bn2eapB2ciTvRSFOPXyW+OEP9ZlGh5POVXcp6tdErdYuD6ghujw0v38SV4Kk7R/eM41s3Vec8AOuV3POulrmNoavAx1XuZjF8rSLovSHdO59LDLEcFuwaLiGRRnJxSGRu4CzD9jgVLmq4GU3qLmAwsiw3Agt1ZhTlDoskrgQE6D9loP+YpcFAqwflzZ4heguD7CaoXZ2jZLN1C726DvoNtNDyfgHIrzvtb2fuAI6fG2Gz3PZd9SFwnqbdJjPPvJA8viDL4eCNHPkh6y2QQe76FlueBxXactxvY1ubYGCl3sX7dfjrfDOHCB+tapyVxLNTxiuHrbWHgfRs132ydTGRa4aZjr4mev/Ry+IdVOEvUiJrak8KEuWIRCzCwLnOy/vbqIq01VeLj/G/+rctdGCeCnFoSgHubxpZgwbHCwuF3T7EkAFWPTFvu1QADXWPTVhf5AVzlMhd8N0DoIcdkj8tYkMAHVlzLMqx8DmXSen87HSYvfU/tYPBqAsrNOP6wlac3OzM8tQ7ifXAPQ4nk98bPBSbK0qJl1qw5IRKXfPT/hZfhmI36PVsYHQVl4GjYy85EG31PNdM58nSWYMVFfF2dY0+pU/xOnzKxqMIC5dm6fuXKTNXje+FgP96v1NGXMGHctYZte7ZQnUuw4z0vjXWTw1JMZguLyseGk9xnZValKBHiSFsPw7ho2j15o20s99C722BP1wDeYVfJEr3Oup54d4DGZyJZHo7Mj+hLbTR/P8aaR3bS/pgNy/hQmkScyDuDeLubORVq5+mG1OUu/Y1ZMGtuptjf99DyfBjb/btpHT+GZRbcLR3Q38nhoQC1n08/GMm8tpW9Zfvp/9tm6p4anWVzzfYOttyb5Xy41c2u1ijd+/ppOQ2Wezx0NLhyCzZPV+GmdQ949yXVUw+003t/bnX5lHNqvO1gWHHcYyZOimBgCon3Bnj8WyeIWmto/6stOHIOxBSuzps0QuLnUaIL0+QLvL2a1pb41B5RSa6EhhgKL6Hm/lQ9jAysLjfu6b/LHNtvU4UYaOoj8sUOdt6b48UxNkxnUx8Bw0XTl8eC3cs97G1O0HY4SGRZtgXcvCKv+QgD0bMhtjnHykTEj+8D4PIZgtecaWb2zjTMLHXdYlpeT3tDnL7n2mi5ZsL2hVZav1DavInBQw+y5+SUAjVxLRy9J7BimB1Y025WliDiAgNLxSJMn0rx1WJcg0VEcjAPic7NVDfvm1mx5dRbJN2E8cUTDxzGexpM5TB86DBrPufJ2EvCWFZLa29tfiuZ9b7HGe7eSt/7NXT116fulG2rxGXq5/h/q8Z2vx3z9SihH/fhfccEd4x/yELN3mPUZN3QILmmeLS7quGZwxyOQ/XX8g+S5MZM9fZeKhdYZzZOrdXs7FtDAhMmYPqztMxdq6delCek7X6eS0+GaIrhN7MbKjX+ZK+giY8/66SKPgZfTlD92OTxsi53seBvhvBdcrGlWIcxB6aV9dRXNNLdb2P3w07M1yIM/Y2X86ub2JmlvTirMjn6zRnDkLJz4Hk2t14twbOZ/2661YGraiNr1tXiTA5ClJlxbd/HgT+KkLjNzMjJfLZvmsXV7OwrcDOzzErVox15DhvMrYdBNNW+vj/A1tZBKh9LnvY8iclObVsX7grbjGF6xrJ6ug5tJJHmtvPGqCfGjMSJXrpC4l8zLmAeRAn8JETinla23TvtKmQysC6vx/OAn+ajfs43OAqeh8T8fzXRazdhnZ4s2LDh3nVgrNdf5hxP1tXb6Fidf+9us3MLHd4teX8vFeNON029bpry+lbhetGZltaw61trMH/Wmjo5faZtKFCdlzOzDeese48bOO5PHaiY/bViuhHil6JcyWcSDnMV23ebiU8bfmi+Zxv77gHO5tD6yqnnYbF6ZWdpzyQnyU+SLU9qPODlieejYzN7duN19uJZFmfouwNE73Lh+miIvqMr6G1w5nnepjN+3c+vJBaSo+FZjmWa7Xvc2VneE91Vz76+FOst1jVYRCQH8zf73o0uFmb4h/vp//FFbF/qoHV9ghNPPEHnjhDVDR7q19oxFyNHVl4WYBhg+lSGXg4Lq9j2zYv0PPkEW8ef/n3Rw4FdfhpeKOKm3eWiOj7IoFHP9gIluE9pcYanr2WmtE8459TFvmBKnZspgzIblY4YQ0E3zuScJZ8dO4531VCZ8klkiZRZqPl6B4l9/Tzu6SNhMrCu8rC3cXrC75tImQXXpvQ3SMZto2d+PimVb0rlBotMQKqnvmMMa4YZom74euJGZ8H5B3ZM3/eyf9lOau9J0VPqhQjmDR6KMndnmRnrjTipxSeOgXXpTVubfiKMDz+cq/mZEa3A7ZlEBN++TryvX2HJ/btp3WwlfLCZPV0tBC1XiFyuxLN3J+5rJ2j5Ridb369me6OHqhzTTEgB5XANFhHJpohBqVQzgE1V+AtnqqFM02RLthj3s7+5D18MjLvW4Olsp/rO0Ybals4DVJ0+gvfoE2ztB/NKDx0t1fM4xtqEc/uzPJvlU8Zd9bQfmD663MGxrNOrzIWdLd5jZH6GXIDjJQViUNV6jKrpb5dlP44FmWVnjOORYxxLu4l2alt6KcRz7N84aZ5ST1hagPxI88VaQ9ez2ft53hyyX1fn41ha1nXQWzHE0Mn97DmaIqfUo73s/Lw1bfAvWx0yj500Z2kJ1S2txK3zMXVeMWROu1A0c6m33kvTk3FCrhOHzF72yRHymMUsechVlt6SWa/Jn4R2lcnCkmXVbH/ATdVYL0jHI730fu4Eh9+00LTHPZYHsJau/U58L0exV0yvYbK3MfOqWxY6qW9pxbgd+DCfL86TUl33f6OuwSJSLL/18ccffzzfG5G7CMOHTnFlVT01y4r1RC9B9EIUo8KKkeGBSyIeIXrVgnXGRTCLsWSFCz5t5DezTEn2/eZVzET4uYkTfHEAv3k9nrWlzU8QPzfIwBuLWN9QlUet6VZiAAAgAElEQVROj98gsy6TY0lAy42MdUVa1+LEry/AmNWXk7ahROf2nPZ1ulnue7HP5dgHAcJxK45lltnlBpqz+asnbm4JoueCRIxcE/5PM4c6Yk7fnW62dUaBJ6WYdTkpUJ03bwp5LOeiZJOMTErE44yUGRjz2WP6RnIjnAvzsA1qT4pIsXzCglIiIiIiIiIiInIz0AhgEREREREREREpOQWlRERERERERESk5BSUEhERERERERGRklNQSkRERERERERESk5BKRERERERERERKTkFpUREREREREREpOQUlBIRERERERERkZJTUEpEREREREREREpOQSkRERERERERESk5BaVERERERERERKTkFJQSEREREREREZGSU1BKRERERERERERKTkEpEREREREREREpOQWlRERERERERESk5BSUEhERERERERGRklNQSkRERERERERESk5BKRERERERERERKTkFpUREREREREREpOQUlBIRERERERERkZJTUEpEREREREREREpOQSkRERERERERESk5BaVERERERERERKTkFJQSEREREREREZGSU1BKRERERERERERKTkEpEREREREREREpOQWlRERERERERESk5BSUEhERERERERGRklNQSkRERERERERESk5BKRERERERERERKTkFpUREREREREREpOQUlBIRERERERERkZJTUEpEREREREREREqutEGp67/mV1d/ya9+lSj+uhJj67pWgnWJiIiIiIiIiEheShuUevcInj//L3h6/p5okVcV/clfj67r2Lkir0lERERERERERPL1b4qx0MS/BDn3s1/P/MOHvxx9/d8fcu7tf+SfZ3xgMXfc/VnMyW/9/BTtu17kvQzrW7q5nT33Vcxlk0VEREREREREpISKEpS68v+doOvopfQf+Je3OfCdt1P84W7avrd1alDq397Nl76ymFSD8K4EjnPgJ7+c28aKiIiIiIiIiEjJFSUoZbmvnefum/n+e8/tpH3o10Aljc88xupP57Cw8gqW3Z26F1T05yeB0aBU9OU9PJYpECYiIiIiIiIiIjeMogSlUon94zM8OTQ+pO883/3Oi9zRcj/WssIsf9H/WUvLVyaHDKoXlYiIiIiIiIjIjau4Qanrvyby7k/48QsneSWcANMtrPvzBqxDz3Do3Cl27Xibex+4ny9ULcNabkq9jBxySgGY/p2Du//d5L+Te1GJiIiIiIiIiMiNpfBBqZ/9T47+8Cf8408vceXniYlcUJ+2/0f+fOuXuPt3TLDsL7C/cpR9LwR55egBXjkKpoW3sGjJ7dz9+T9k8x9UMiNE9e/uZusmJ4tSrNL0u4sLvhsiIiIiIiIiIlI8hQ9KLTIRe+sC//u3b8F69zJWrfyPOJdXcsdvJ4WZym7hjvu+TPe9vybywWu8cfpt3nj350R/GiS6ZvPMgBTAv72dZXf/ByxpVqucUiIiIiIiIiIinxyFDUr9r3/i7TBU7WigauLNXxMLv02qufZG/TY25x9gc47/+zxvf1jJ3bffkteqlVNKREREREREROSTo7BBqYsv0/Wd9OGnnFVv5bmH7p763v/+kHNv/yP/PPFGguhPzxO5liD6/j/xz3dupHvzf5joZaWcUiIiIiIiIiIiN67CBqWWbeW572X4+7kDbPrrt+HO+3nqm+vTDsVL6V/e5sC0gJfpt29hUTnwmdu5e/H/QQJSD/0TEREREREREZEbSnFn3yuE31nPnu+tn++tEBERERERERGRAvqtjz/++OOCL/Xnp2jf9SLv5fm1pZvb2XNfRcE3R0REREREREREbizF6Sn1b+/mS19ZTCLHj4f/n0McO5ftU29z6E8P8FK+25IqP5WIiIiIiIiIiMyr4gSlyitYdnfuPZ5MZw9B1qDUZ7n3Kw04s31sjGbfExERERERERG5cRUnKDXL4XuZ3cIdd/+HnD+t2fdERERERERERG5cxU10fvt9dH7tvtxn2Su/pZhbIyIiIiIiIiIiN4jiBqVMn+bTC2/h00VdiYiIiIiIiIiIfNIUNyj1/os89qcv5vGFu2n73laWFW2DRERERERERETkRvBbH3/88ccFX+q1S5x790LOs+9NWswdd38WcwE2IfEvQc797NfwmUruvl3DAkVEREREREREbiTFCUqJiIiIiIiIiIhk8Kn53gAREREREREREfnNo6CUiIiIiIiIiIiUnIJSIiIiIiIiIiJScgpKiYiIiIiIiIhIySkoJSIiIiIiIiIiJaeglIiIiIiIiIiIlJyCUiIiIiIiIiIiUnIKSomIiIiIiIiISMkpKCUiIiIiIiIiIiWnoJSIiIiIiIiIiJRcQYNSv9Xykxv6P4BI9H/pVa961ate9apXvepVr3rVq171qle96jXpdT781scff/xxwRY2Fvi5UX3c9QfzvQkiIiIiIiIiIkKBg1IiIiIiIiIiIiK5UE4pEREREREREREpOQWlRERERERERESk5BSUEhERERERERGRklNQSkRERERERERESk5BKRERERERERERKTkFpUREREREREREpOQUlBIRERERERERkZJTUEpEREREREREREpOQSkRERERERERESk5BaVERERERERERKTkFJQSEREREREREZGSU1BKRERERERERERKTkEpEREREREREREpOQWlRERERERERESk5BSUEhERERERERGRklNQSkRERERERERESk5BKRERERERERERKTkFpUREREREREREpOQUlBIRERERERERkZJTUEpEREREREREREpOQSkRERERERERESk5BaVERERERERERKTkFJQSEREREREREZGSU1BKRERERERERERKTkEpEREREREREREpOQWlRERERERERESk5BSUEhERERERERGRklNQSkRERERERERESk5BKRERERERERERKTkFpUREREREREREpOQUlJoHiatx4on53opPlkQ8TvxaCVZ0LU485cFJED0XIPBBrAQbcXMo2TGTTwydE7+hYmECbwWJflKP/Sd9+4sqRvitAMFLatQU3g3S7kjEiV/V8QXgwjDeQ4MEr873hszeXO5BYh8ECJyLMuez4XqC+NU4ietzXdAn1G/6/md1Y9R9c2qz3gjH+BPWdiliUCqIt66OtpPRFH+LMHzIy+C5eM5LS1wKEngrTAwIPddIY6+P9KdqlKFv1FFXl8t/XoLTt/xgHXXfGCLVlgPw0RBtdXV4z+a8+clL57Cngc6X0y69MJJPxMs+epoaGXg334WM/Y4Hp/9C05z15vhbpzsfUps8zlF8f9lAw9Es25GLC8N4D3kZvpD6z8GjDTT8pS/Fsb9C4AeddL58Ma/VRd84wv6XwtPWn71BEzyY+txML+nGIJfjfQMcsxm/Ta71wti2z678TZX/7zwuhq83Wz10Y8lar02Xtp4b2/fnQnluQQHLcdL25XN+zl2OdWI+y8rnmMxZiIGmRnpeSX3Wxs4NcaSrhcatDybVAQ+ytamFzu8PEbw8y9V+6KOza4BAIW7kxuq3dPuQ/rzN1CbJopDbn0LeZXNM9GTbLOsvsv+OObuIr6uTgcCV9B/J0DjPuO8fBRn67h4adzTw4Pj5+GADjU172H8ySPSmv6GbXbsjndBzjTQ2DZCu5k53LKIvd9LgOTy786yY5uMacOU8Qyf9ROblJm/qjXrktBfvi0FStpgy1INzuQe5+HInnT8IkKG05+bcYRo8nfh+Mf0Ps21fzFKWcyh6doj9TzSy9aHJ62HDjhY6v+8jlHfVmXT9/YWPTk8Dh89N/UTslZ6MZfSGMvbbZb2PmFUbp5R1X7q2wRzbrOcO05DiGM/KWS91dW0MfZTn94rcdim0fzM/q73C+ZNDhCtqqFlm5PaNwACdh2y0H/NAPEr05wlG0n7agvvbx3AnvRP6fgNtP45jfKGDQw/b57j9qQTx1u1h6P9n7/4Dmyzv/f8/ty4ViWixmtUFHNFDcF8yDgWxQ6uMjhE4WncsHqwT0C4ehIl1DLSrdkW6nnW4IlphOI5dFfxR+Uz8HqtHyrR8kCJWB+XDwlcpR8vEShdFwo8ga76dnz+SlrTNzzZNAV+Pf6BNcuduct/X/b7f13W9r6CP2Sle78AWzWZ2V3JbqYf8tflkDOr5cMvLC1m4JYsVy7Mxh9vOR3WULWvGsaoUO14Ot7pI6f6BHWum7rl1VG9z4j4JDErBdk0us3+chWVINDvrN8bB+vWOUz+76yiZ+wRObMxbU0xWSpjXttZTsWw19S1eDEOsZN9XSO4VvmOiLeL3HMhF7YMLqNwX5KErHKwpsZMC/oCiFsY7yBwe7R/Ye+73NrL1Uwuzp1owdr5/M8NuyMbW8Rl/WkvR3ZVYitbjGNPbd/LdGDTnraT0yhDfd6DT4Dvr8dkEbRf836ulmPV3RnUG+V71WhELqkJf1u1hPmvnkzMp2RTqlVbfOXVxG97PXLgI8bf6z60NO/bicvv6FA0pJkaNzwl9fvmPg4jByEgHK//Djinwd+0uGv9YydpNTlqOecFgxDzGzpyf5JJ+caQNxsr/tw8J/MvDtH9TY/vuINx30PH5h35tpO++c0t5Kymdbur6y3i1ibsrmVka/GoQ9H27CHctCdT9uhLmdZ1tYBueVheHT/Y8al2bilj4ZDOjZhRSuGAUZqPB90C7F0/rXmqqyijJ34rj0fCff7j9qLx7JpWBv+hybIR+XZfz9R++9o0gf0NvhDteIn9XMXi/mgW/ayFnySKyUiPuVejrGdDx3QffswjHT0f7EcXnGPFcmlrM+jtDP9xpz1rySpsjnruBvHsquXtpLVw1m/wHFjEqzYghCfB6aHmvjurVJSx42U7xCge2ILFSJ08ztU9WUP1OCx6vAfM1c8i/044lWOjZ7qH5zXWse2kne1vdvtEgg1IwXT6OnFmzybo82It6e772FPLz3lfCzC7tYdd2MOTrul0r2jwuXK2eKGOqKER7zYolBvbryzWg19fSMO228cZSqmbFcu8Q7XERZD9C8t2o++KhFA431VLbPIzsG21EdycVZm/Dxj3EfB13N1az+planAc8eDFgHG7DPms+uenhgksIHl/0Tp+OIbw4n15I2auHGXb9fArvzcCSYoB2L64DDdT8bjVFmzaQ/cAKZo82dHml680Kyp6sp+WkAeMV2RQW5GI1+v62UNffDm0nD+NqTenjOeo79gi4bvraiGYyF64hf2L3o8V3vdmaeep6F7rtDziXL7ZTut4e5DkBe/LkTEqawz4l/Pudjm1fuPalF/FuuHYn3PYSFrskUHyTUsG+qKoFzKzy/z/Mh9u18bBiHdlEU2dAZseR1/vd8jRWUv6qh5TUFNyvllNhfZj8iREaxn2VLJhZGfYpliC/6/OBMDqDLEMJDY3zyZho6PZgCzu3tGCeNA4zoQ9Ie9F6HD1+2017E+vuL2LjEDuLHy4kPc2At7WRtY+UU3B/C6UrZ2NN6sX+t7dQ80glTkMKKYOcVD6yAUtBTogAsIl1SytouDiX0lUZuF5YSsWvyhga8aYnmJ6JSNqdVM4pofGfbYT+toMF/4HffTQXr9Cstz/Ls717aVfdz62RVqz7mjp/tuY5gh6PURmg7yxun00QpumlrJ/u/2F3JTNjuCGy3bm+80bLd45ZYgqoPbsrKVhWB1fmMm9JITaz7zz2tjjZuP4JiuZtIKtgGY4x3T7gXl/g3dQ/vJCKj8bh+MUq7CNTwN1E7ZPllP2smfxVhWRGigP9grUpTaUzTwXWIx2s/I/0kK+P14Uw8Dvw8dLw2G0s32bBHOE77PLdB+UL2Hp8jPFsE7snfQHv9gpuW1GPxRzp87HhWB++Dfd9T1G8zp9sbrZawrSBAC4atzThHT4bxy22rh0eSQaMZhu5ebk0LFzH1j+7sIf9jrvvh4fG1Qso2+yJcHwE2X9/uxfsBu/U7WHwBE6X4xY7xeszwuxz7DfNMWvz4Go9jPcf0Ty56/XMd973vHEN3vsc+Dn2LqnfuReB51LIzpP+GD/joeHlWtxpOSxbmI0l8LwzGDGPyWbRvW7yimuoeScX23Whbsnd1FcUsfaLGSx51I55kJvGp5dStAxWLLFjCtyux0nl/WXUMY7cu5ZQONrsS4KdbMG5qZoniueyYUohy/K6JwB6e7721KPtaq2hKH8dTUPsFK8KnXwL1uZ1XCvCJhaD3gx1jX3tRevJDrXDUVyzov3bu+vLNaDX19Ig7TbH6ilzVOBJjfIi2qn7cdGx/5C58Fnye8T3PuFvNIu5NuT7RdEOjnSw8j+Cd2d3+bxjjJm687xTwd3lTsblFbJqqpUU3DRtqqS87G5ci9eQf1VfU2jR6dMx9Gkd1a+6MN2ygmUzAj6zJAOmEZk4ykwkLyii5qWtZI/OOnV93beOopUNmG4pZeX3XFSXVrB02VBWlESTdOxvXuqfXMe1Y+aRHs1XMCKXZb/svt/Jp9q/Q3UsX7qhZywVoM0NRDEAINFtX9CEZWC+AjvF60O2fL5ndLkW+s+/Td2TaNHq7b1mAmKXBIpvUqrLhcAXRDbdvpJl10c+FW13rmf9jzqCnlIcY7oGU67XimLbF382u+75amoaDzN0eiHL5lhpeb6EpSvuJu+1acyencW1l/kDj+7C9Vx0Bsr9IMnGtVONFL2zk/kTM+hy2WrZSd0BM1njfQ1ksJO4IH8DyecCX4R/G++OjWw8ZCa3yEF6mu93hrR0HPfm4lxYzcYduVivin63vZ4W9r5Zw7rn62jGhuPhYuxJ9SxfWkHB/K1k3jyH7Otsvp6Gjte8s5GaQ1YcJTlYLwbrnQ52bl9OzZst2GeEHQcWBQ/OqgpqSSf/wo3MnBmqvyq64D++mnqOGCB4krOT/9zqsn9dAgcnlTEGfqffd+bT1OXC4NfrjJtvTji04HIDMTX4Hpr2NAEtNL7vwHZFkAvZyG4vaXdSvayWtsnFrLiz682LwWwje+EyLE8upGRZNRlrHdh6k/jtrmUrLzZC5uJ87CP931WKFfsCB3sdy3nxzRYyb4zuu+nSphzYwIJF1Vh7BNCJnC7n595K7TaAWkq6ncvxGvca7zaxKzdb36gHoLZLsoSex1AcNb1SjRMzsyd3/ZQ6z7HOjiIT6ZOsGJ6sofplC7k/CDZSqpoWgxXHldG3jF53E3VVFazd7sFgMNBUVUTJ0fnMy0nHFPyeLISAG7we119/G97upvGPq0+NFuwY5TYry59gd9IQy1ueNrx4PMAxT+x1XDxNOPcBrY005dmwJoVL7vUfd2sz0MzHB4mxDQ7DYIg8OuRAHdWNo3CsycGaAmAkc/5imucupXpHFvlXnToInc+XUfuPLIrLHdgCNzzIjO3GRSwbUcnC0jKqxz/bhxHNUWr30rKrmorHamg2GDAcq6Ws2Ivj33PJGhlbciSwTe9x/QqWhAnC1RLTW/aPBFwDgr+vixbAmjK0b9tp2UjNNgMGg5f6VzYy46pszEGu/z2+ry7xqIva+lBvEKRjNqj+noTpofGNerzXLCJ/utV/D5OCdXo+jqbbWP5GI46rMv3n7qlYONzo9biJ5Rg6+DFNgH1kiNgpyUr6eKjZ1MzH4E9KeWn47xrcIx2UzrBiwsr8vJ00lNdQf8BOTgJmZ4Q1OZfc/6lm9fpMVuXZiHgJNhgxDjGGbmf9o23T4/ndJajt65mwDMZ37sckcPBNuBFQElT/Td97v5F6wPNWI67r7ZjC9nTG2b515D1YgwcD5vHZzF+eTeZw32llnbWMNZPqqXnuRdY9VMMTXiPZJVXMvqK/diZ21owsjMUN7Lwro8sUvpYddbQMz2JcqPvLgy00YybrQoh0Jh0+5MKLDUv3bZkt2PDSfCjaGeMe6svyqGgEwxAr195azKKpNn8PZCaLVlpxbtrAhpfKKXjGC2PmsabI16vQ/EEjpGVj6whSB40j4yqob2rGE35yYnjtbhrXllG+CTLudZB5jYnMyf7AK8ZGokcQF2NyxPnkTEro3kvdLSPuv8nqcbPab06P7yz4Z9N9tE1fex+87NzRAHipe6uJ2SOtUU/vYt8G1r5jJCW1jY3P1WJfYg+4kPn3q/trPmyk3msi2x5qOL0Rm30apk0v0vC+A9vogIeinnLQ7edDLlqwMM3SLcQYZGHUCKh3HYZenE8t72zFBRz+3w24J2ZGGGkTg87vMsoennYXtY9U4jRYcSwvxe5PGIXqHIh6+l63n+PXJvbkeq2cyt0GrHkreh7bPZ4d7bSP8I1Ry2slLH3ZgzWvlOxuf1OwEUumqaWsMtdS88o6yl75uHPaKRhISRuGZfwciufbsUWYeubZU8O6V+pxNn2M65gXMGCavIjSWSa2PlbEuhfLWPCiAePFQ7FYM8n+cccU09B/d+Rm14tz7f2UvW4i96FV5IxMwdtaz+qlFRS1eE+TXmoAL22x1kHy7KThHcC7kbp9OczukcQ8dYPV/cau6aW1NAxJIeXkRtZuslM6PVxyr7+42fmO73ys29xA7piMKKYaGcm40U7K0g2UrTCSf2tWkOl7G3Cl2pkXZtSF+72duK64lnGBjVeSFduVXiqamuGqjlagicbtXkz/Mq1rQipwj8ZMY1paLS/ucOIYE9hqxed89dVUfJG6RmfA1EEbs0sWca1rHUUr63jiwTqeGJSCyWzBNiUXxw8sGAg3hSXiTvm0u2l8ppyKTU2RpzgOhBivAb2+lgbhfm8nLkxkDYspi35KuxfX25WU/K6OtqnFrLmhhbJFldxf6GLxz+eQntbL7Ybh+aCWypVrO0ssTFuwmNkRp8113edetVUxCzM6JGLMF+PIkliPoUuGYQWc+1pgTJD4qb2Jxu3AGAvDOn/ZTNNuMP2LrfN6YxiTQQb17G32RDViyKdn0qy7Xo1KP2gkc142Gx+soDpzTZBrSe9EvneJFOsNYNt3qJF1j1Ww8X0P3kFmMm/NxzHd0ufpsNI7/ZOUandR+9xG2q6wYf1gLRUvWimcETiUNcT0iXgZOZs1lTkw2Bh0FJRxeCa5BZnk4luFgsHxe+tgozzsRcVQGkNCbmQGWUOKuk3h803ds07JCHl72bS7wZcwSCViUmpoqgkDTppbwBa4wZZmnBiwpA6FqEoZGslcXEV6uxFjsOGVSSZs0+dhmz7Pt4JL+6mse9tJDwwxBmTrDRiNwLYK8mZW+H4VS6PZ7sW1ZyPrfl9Ng3soWQsfZl6kaZpduGhpBvbtpfmkHdMgIich4ijwhiLi/P4+OY2+s2j1tvfh/Woq3wTrGCvNr65mXUYps8P1HHc41EDFIzV40vNZdaeH8p9VUrTCwJKFWUF7N+Mp5h7DVBNm6tjb7MV+cUCAe7KZvfvBnBF7D69ndyVLX3CRfmM2ntdWU/ZMCsW32jDG42+PZc79p41U/rac2pah2Asc8PhMZnabnhC8LY19SHP82sQA7S4a1y6n/LWPGTq9EAcVzJzZLYAKcb70diqkt7WR6sfKqfkAbLNKWRTDNlJG25k92s7smN/1FCMutu52MTR1FJlTMsianIXNf+OVXfQs1+6vp+6/6qj74GP2bnOTvaDr64P/3ZE6tfbS8LobU84Scvy9qYa0TObP2Un9iq00HrJj9yfTOq/R/tHQidKyrxFw0dzshahvRD04n6+kflA6GZc7qXmkkvTuI3lCHOvu7RWUv+whfcEqHCfLWfhkEcsHLWHR5F52+PhHjNDqhjHRX1c9jdWs252CfbqNutcqqZ5s6zl1OQjDaAdrVo1jw3M1PPHrDRz+1D9SzGDElGrBOrWQlTemd52C183HLc1waW6PhLp5hBXPLhcerHG7+ej71GUjnuZ69p40MWx8FhmZdrK+ZyElCbh8HiuvzMH5ei01bzbQ4nLSfNLYbaRD8OPA9VoRM8Mm6T04q+6nbIeN/EdLyRzUzIbfFlG0tI2Hy4KP5gnJ68FzMhnjkIDR1SfcMCSZ5Bg200WvrwHxGH3jT6im5ZIR6yiXY05qnquhblsjLe0mMmYtI+cfleTlWyhcXYjzsQrK82vBnM61k7OZ3aMulAf3p0CrCzdEn1RvraWseC3klFL1rxY8b1dQVHY3h2OYNte0pwHw0Piem+y0WLujjKT/IBNDeSUV1qE4AqbvVW4zkLk4PcI5F+2Irxj05hi6OIvc62soe+F+Co4vJv9mm2/0cEBNqdqTJrJvujagfWmj7RikDA44Mwf54uf6lXnMXBnivQJELj/QB+3AyBzmT66j7Kka7CXZYdvPiKKYJhudAWr7PE4qi8poGJ3PiiWZGPdvoKy4iBLvwyyLcnZBD73uQA8+gyb6enNnh/gnpY41U/NYEes+sOBYXkxGcwX3ryhgoTOH+XfNCN8r4B8u6Qt6XHy8H6AFV+ehFpA9DnXjG3XhxUBBMu7xrikVS0IuyUrGdd2m8LXspO6AlWmhpk6cbGDjJg/mWwKTVl0P8sD9NYyfxrTUIqofq2SYv7fG29rI2seqaUmdxvzx0QXNvUqeRLop9Z+ErigL5IGvbljRilpaThowpWdTWJJLesRist24nTTsA2igodFDRo9igAPNnzTb/zEuILm1GWjqMiUiMCkaql/2dPnO+pvngw2U/aoGzxUO8gvTaVpRRMWvCnDNWsS8qZbgCZZ2L65da1n+SC3N59spzs8kxQiFv3RR8qsnWJhXx+ySJWSPCPGml6WTaahhY60T+53BRkt5cNZuxGXIIiNeozPN1zIjvZqKqgpGDXUE1JSqpJ508q+L/uLqdTfT8F9PsPpVXxIlf5YNrjRQ8usS5m5PJ/vmGWRFW6DqpAeP103Lbic7m4xcmxfD2Fh3E3UvVFL5RjNef49Z9uVGGBMQrMZ5pEe82kQA2t00vVlNZVUdzScNvuTQjRaMBAac8U10u3esY/UzG2lsAeMV0yhcNTu6Ive9GmIeIun3aS1FS2vxAq5WJ66XnNS/FO4vrKPsVkPYBKLX46HtxOoKQsgAACAASURBVFCyK9fjGEKfv/fu1+gY1hbtvJ7GnoBoYedbvneqf2MrcyZmRR556K8LV9mYjL0gH8flzVTeX0bJ/Cay75pH9vdCtPBeF43PLKf8tWaMU4vJvy4FI4UscZWwdPVCbts8m9JfZsc8I7pldwMeoOmdnbin9tz/7sk+E77rckF5HYapxeTmWchoX0hJ6ULceYWh2+BAF6eTc286OTHua6f2MBMej3vwgL+NtpI+0UDN6xtxTuue9PPx7N7IxlYDWeP7p3qH88m5VL4P4KJ5Rx3NO+qofizMC55eQNHXwxyH7V48J9rwjsnn2fUmDIS49rfUUbnJi71oPpkXA1jIuWcOO+9eS/XbWSy6puPDOBV/hzr+Xa+X9ajBePiwC9JMsY+0HYBrQHfePS9SvRts87O6dQZH0RYMNmJMHkV2QS7jrvDdYLte8z1kSE1ndkkVs93NOBsbaSDYFKkWmv8HOLaX5k/BGtiWB974drkX8tLwx7U0jZjDyhm+0R7Ga+aT/14jJVU1ZF+V23nen4oVu7Xl7U00bPZNt3a+UkfLdTkxd8QZr8pnVWE1q58p4+6qgELnhavI7ShmlGzElDYUQz+uAd+3Y8iA7faVrEivZcNLlSyd7/ItfoIB48XDsF7loPSBLP+04Mh8x4mrfwdkRMVI+px5ZM6toOKNDEqnhrmOeT14jnm6ru5o8HVm9+Y+ItS5MlBtX8sbldS22Sm+M9OXnLs8h/xZO1nwTDX1kxeR2bG4Tef55s8VhPsje9OBHjCNun9KyPQldkmsuCalvLsruXtZLZ6UDOY9vIisNCAtnzWXjuOJ31dS/oKFNfeGHrrt60mE5paP4Zgbl5fOUSu+htTXeBLuxjdU5tZ/cETTcxLdXNP+Zb06C+ODdTT8JIPMIf6peyOnhbjJ8Pp6U3vcgHacQEEa3SQrsx9ehvm5day+/7aAlaYcLPtxVtfComEE/6w6brbCn1gmsxU2NdPSjj9b76K5CbCaMRFb5RqjZRzX3jSK9MmZWMJdJEbPoaoyl+Qeo+M8ND6/DmeqHfsVddSurSZrjAOe79v0veB6UVMKfCNf9gE003IIkv2FHhr3tYD/mLbmraT0ysawgdrp8p2F0veaUm4aVhZR8eZhhk6cx8P5WZiSwLR4BebXKql4voR1aSuZF6zSY1IbzfV1uC7Pofi+3M6bE+MVs1n2aDq1r7uwDg+TnEiykVtgp3FZGQXHcpk3c1qPQufVf07GXpAbn3pSAKSQef8KjH+sZO1v7qYyYPW9wkdziWXUfltTLdX7LTjKiskyNVNTVcnQKQ6WVWXh3LSBmpY2hob587t+d74pWsYkE9b0TNqiLYizfwML7q/GhQHTRAeL5iZoGkmc2kRoZkN+AdWfguHiDBxL5mEPumpXfKWkmjFdN59lkzO61IHrahhZBYV4zAGj56KsKxOVENffjmLH0Uy3CHUMZRcUYw+5AuIoMqakULthNRvGLD41fW9tPYb0fDJi7aAIqveLXngaa9hwwEjW1HS2bqqmZl9W+KkTHieVhWU0XprtO4cvBrDhqFjDtLdrWPvnJtpCJaXamtm62YVlRjGFN3ckxo1YZy1jxZha6g5Z6T7TN6KTTjb+twvTcDOHd9dQdyCrR32UrsGum/ryhax+p42hE/Mp9RcHt+WtoHhICWVVBSx0lbIq2ErIvepY7HuxV9uthdgbyyi7303uXblM617o/IWdJE8vJLef6t4Evy77RwhGNbq025SfQSmYUpIxpjsozjOFrB/j3tNACxnMCVxB7OJ0MkZUUt3UDNd0vG9vPmM3LR8BphRiGq87UNeAQB4na1fW4k7NZvF13S+iUbQFSRay8iIELikWbJMtwT/T9xuoO2bAYGhiY/eanf7joWex9r04t3ux/Dg9IIYzYBufAZucNB0Ci78tDJlY3LiWmmM2HIU2Npa9yOpNmb26iU1Jz6UwPTfoY16Ph7YRuays6Pr7eCY64nUMmcbYmTcm2tFAJoaNhNr9LXSObWttxhciR4iQe9M51NtRNMYM5txl4+7fV1J/VZiFcPZXU+Co7vo7/7EXz/vkgWn73Dj/3AJXzulSRN2UnoGlqpq9H0FmR3mN7vvwqf9dg01bjMc9YmAy8GgLTe6UPhYy79uCXYkU16SUYcwMCh/KxjKy2ymSlsHs+9KZPShMwbT2Jur+2+VbIa++kXpzM41DUkg52UDdO+7Iq8l1E2qeafeDqEuDFs8e474amUHWkBq2NnrIvM7Nzi0t2G7ICNr4uN6soOI1D9Y8R9SrbAEwxELWXcVk3dXXnQ1VU6H7aLOun5Xpn0ZhpA7nvnmkXwG4nTTuh/QbenFWp6STcxO+gHZm5IC2e3LSvb2S1ZvbyFyYi+M7o3DdXUHZsqGUFsR5+l4fbgDd22upN6SQMqiJhh31uDb7VpR0vV5H07+GXhEtuNPgO+sh8ipG0Ukh49ZFFP7IhG14YItjxDI9nxUBQ6OHWu3Yk0YFBMxGMu59lqDrdF1sw35rxw8msh6oIjNwJZKOLYxxsPLRDGo3bOCJpdWdtXkMKSZGjc+m8FH7qZpcQUSenx/kApNkIv2WQtJvCfvCiIxXzWNlRzHvT1toeK0Wy3gHmcP9UzqB4IFVNN+dK7obzREZZF/jwZiT01kLMKivGxiaZoJBwSaGRK7JEDSgi0ubaCHjhkw8588g53vmMKNBkjFcZMKEIejUlqDJ2W66tGMjsnAMqWN58ULMP11J7hXg3rycopfM5Ffk+upjPDnX3wvXM0yL9oag/wrSRnn+D0knt6AQAhNrGLDNeZjCwatZ+5u7qe4sdD6P0llxrIfWGx4n1WvqaEvPJzfPirl5AeseqcT2sIP0UEk2ow3H6iBrkyYZMV+TS+E1vh+96bkUmowBNU0AYwb5a4OvNGgaY6fzNvHCLAorM2FQ5Du1llcrqT1mY97DDty/Xkj1o9WkP5wbJlGbQubN82j70aiuxWmTjNhuWcazOV68XzcEv1mI25QQIMngm7IS9DG6nndGG46KFWRs2sCGJ5dS3VnbJAXT5ePILliBfUzo27+Yz9c4inbKz7AphRSmp3Q5XgyDjICLw8eg80Rpd+M+BMmGXk+683PhagGDpft0mwjicg3o5bUUfCsSLyuj9qgVx/JerEQdNrHaFPza1OV65Kb+pY14hueyaEoDy59ZTe01AXWQQkomeRC4Pus64c/tdgFGjBG+Ts/761j+XBMpN5ZiT7dgnr6RkqoiKlKiWLG8u5MePO3JGI3dv3kXdb8OviJoXAcE9PoYCr6KYSQd95KW7xhhs5Om9nSsSeB+r5Fm0smOFCLHs3MoCinXOZjz+kJWP91A+r0ZmIPt3xkwdaz3bZ8B47nAocO4OdX04XbjIhlbuHMljtco16sFLHg6MLNsICWtjuUP1gEmrOlmjKkZWEPNzjjLxHn6XgqWYL1/n26kJH8ddK7El4wxzcTQzkbAQ9Pzq6k5mU7+f2Sxc9FyKp6ElBmlLPaWU/R0NQ1TYlt3plfLgodoFHqzLDzQOYTQ3dpE8/+0YZkeuh5UT1YyJhup2daIx+Ki9oCNnO5DHto9NL+6nKJn9jJ0eiGFfR2Sd9KDxwvgpqXJRVvEpcs79HJJ5JF2ckfWUPlYBZaCabj+UInTkMmiviwXG6mx6D5Ut91N06sVLH3GiXFqMY6JRiCTwoc9lBRWUrDYSe6CReSMDrnFXvHsqaH6naFMy8uM7pg4VMfqJ52kTC9lyfmrWfhkBU5DBvm/zGDrgxWsfTUlxgvHafSddXfMSc0fGxg6xUFmb1crSbV0FmR27a6l9rU6GjoLL+O/0bCRNWUGuXPMQZLlUQYmoS7aF9uw32WLrS5Cj2M3lp6ibrwePCcBPLg+asFttMR2UxDAc8yD5xi+HptWD4Zw7cKBeipfP0zGzdnYQo5qicSM/V5/VaN2N85NNdS82UDTRy5/+9QxfD6L7CUrexTe7tH2xzBKtodetonm6fmddZnce2qpeaXr8WcYYmKYNYOsG0pZObp7sN/93IxuFCPQuRpOSpvvx7aTh3G1ptAWxT5HvCGIYapMqARX9xGiwb6TqAvVd+8hT0qJS2IW/D35/zh17sSa8u90zMm6X/lvbvMySUmC7HscNN5fSdn9bhyLI4yii6qjzNdx0OOWMcoRR5GG87u3V7D0hRastxeSlWqC+xzsXFRJ0dJkSu/LwRLqPB+RQRbgbXXibDFiGW85tY+GEAmpADFfI4MYZrZAfQtubF0+n5b9TRgsPWtNnaqnGMu79OF87S7Ud9a9TknQ6060Bde7Hi/G8VlkDlpO9ZN1jLo3C/PX3Tifr2TjMTMzJvV1OSIrs1dVkZMUa3zQt2tAn66lXeoPFUaRCAqijzetLa+Ws7rRiH3JNDKuyMCxfSGV95fQtiRStT8rWT+ysPGFStalFzJ7TAreA3VUrndiuGZR6CR4QDH2w5c7WHGr73u3zXmYRSeLqFhxNwvedlC4ICvqv8H5TF7ANKQg8dS+wCmIXRNyzTua8ZhtnbUIe6e3x1Comlb+e8YI7aXVnov15UrKV1sotLuofNKJ4bpFZEQZD7n3N9LsMWMbHXp0Y3yYsP80l635T7DuOhuZvdlE1AsKRNEWJrzt66h9Vk3l5lHkX2fGcMzJuj9sxDN8BlmXRdwYnHTh3NOC8fL08DN0wjBdv4z110fxxN3RrR0ct9hlgPTf6nsBWrbV+ZI/dfW0TMvBnGQlt2LlqSe0e2hu8pJ573wy01Kw3m6l4SUL+TdYsSYtJmd3BQ3vJWJP+6771IOUtKEkY8Q8OvYaDtZJ2ZgW7aTW6sI1JqvrCjK4qS+/m4odRjLmPxxb8dJDtRTN73byG4yYUv0D/c02rKYUhp3f3+OlTdh/XojrsQpW318PF2fgKHF0WXEwZlE2kqe+Cw/Oehfj8pYxL3DFBbOd4lVWav9Qi9FshK6zqvvM81EDta9ZyAgRcHcfweNpaabl8tksudmKGQf218povnE2mSNMWH/aQEltohY774fvrLuTgSN0gjw+dBT26TAqivkArk1FLHzazbV3LqL4Xgumjv30emh5r4bK8oVsbCoOvTxumCC259D5geCk8rYSarvk7DvaHSDVSvqlRoaONke+sTtWT5mjgsbA3w1Kwf1CAQUvBLQLxjDtwuG91L7WzLAbgiWlhpL+40IKjcOCvTIIF7VLF7L20LU47itm8XBT58IV3k+b2frH5ZTlb2XOo3EYltxPbWLI4++ki+btG1j+67vZevuK8HUdeqHrCIGO1q6Fpt3AoY9xdU6/7R99SXBF7FAK89rwHUjdO8MCdR1ZZxhiYqgR3/mTmRJ2ZGNI3ibW/aKEmmO+WiadN7dpdopXmFhXXs7ap+tJXxLm5jVC73nQjoNuQidjI9W39ND0fAlLX2rGeN0iFk8zde5/YUkby5euo+AXHkofDR/2Hm6spsz/nQSL24da7dhNPTsGIl0jo5EyOgPzkw3sdNvJ6hwF1ITzzwYy7hrVy632oyiSGaGvO5E7moImi40Z5K8oZN3K1dx/2xP++j8ZzClzYI/HEvbhZkhElMBrAB6cz5RQ9nIzXOwvQdKHRaCh50jVyLw0PX8/S19yMezGJeSONgAm7AWltK0oomGPO/go7gDmG4spNVRS8djd1HSMGP1BIatmhSkwntRG85+3wpWnyh34fp9CxvyVrLhqA3VtNsyGmJf68PMneo45qX6kgpo9brwGI+Yx2Th+mtMtVviYumVlEZM/0UvkMQRcbGdxoYvylaspeBNMEx2U5mVEnWD6+PUyyuJeUyiEtGzm31LHwjUbMPZmBGef2qt4bqt3bZ+v9tk6Klbfz22r/WUvrprDsjvt0dVRO9ZI9bJKLEXrcQS9uEV/r+LrgGoOPc0uZA22fohdBlC/J6V8vWwurNPt8Ho1S1ek9FzBKsmEvWRlZ2baNLWUpyaDwQBgJffhlb7g6/3o37e3y4L3XrymHgUYnkFWWg01/+3BNmtxt4Auhcw7SzH9xNK1AGI0UqPtxXFFkXmGPi2J3FHwMar3iV7UoyKSzOQ8vDL4Y0Ms2O+dF/q1/pt44+Jnyb8qvn0a5uscOK479bNxjIOVnX+PDUfFUx0nCKZrFrHymlhXtDz9vrOoDc/EkRdNv46Lxi1NeCcWMm9yt7/DYMQ8JhfHzQ0sfKaBvXm2Pk/B7X0BeVP4UVkhVvPwjXCw4Xg2unbHuTvCE4ZkUrg+us811knOPgZMo9OjD7Q+bWTr+14yCuaR1W3osuFiC1lzHTg3l7H1zy7s000RE9LBp3J0TN+Id5voe27I42+QCcvkeTj21FG2pRHXVF8AGv4YCrH4RpDEaUf7F5i08DTWUNNqwGCoo/qN7B6JsGiP32g6V+K5rfjp1hnmF9Xw/2DnzgfVzC2sYdS9awKKQQcwWMl5oJSs862YuydoU9OZXfoUuRgwJMWnFl/8GTGnZ5GdZiV7ctclso2XZ1NclUHLp0MxG/aytQ/vYr7OEd+4qcvGs5gzeQPlj2xg2D12zIPcND5dTk3KDFZ0LFzQh7INxOl87RT1yIPo9zQqqenMXrImpmt66Bg7xPQ0Akbl7VtH3oM7yVmxguxwiZ9YrwGRRjiHvZaasFhtZOTNwxFNEf4oxDJS1ceA9cbFFF5pwBZYBsVoIbvoWbJxEbn/sWeZgsjClC0ATONzCF4dKhZeGp4uY0NbLiuez8b8jxZqHlpI2dNmnloQfdImZjEfQ32Xkj6b0soBi5BjYv7X+WS/XkTNZrDmxfjieLZXA9T2paTPpnhNP31XUd+rROGKnjXYeh270Ez1/AJqLs9nzeLMuK1AGw/9lpRy769n4/PV1DQeZpR/5SGuM7F86RMszKv1rR5zlYVQ9VgNcWmh+qneU8KYyZhkpPoFK1lXBknDplrimFTru9O9qn/ctTbTRCbzxvTvINug4nOCnOXfmYn0SVYMT1fyxOhF5EwMMlLqjy2kTHcQjz7zvtRDiPsSyGeDi9O59goDa//wBHWpOVzbo4ezkgaDlTkdK5LGsxZNXIQ5/vwjpSq3G7DefipR11+LbLg/2EBZeR1MLqTQtJaSp5ezzlzM7NHdwpF41pA4A+pR9Mkgo6/of5jVo4xma5jRCZGnsA004xV2ckOtEppkwtybqU0JZSR97jLyn6yg7GfVeLwGUkZnU/xQwIpifanl0k/na//VbYufvixd7zn4MZ60axkXaSRSrNeAkFOvomO8ajb5vXxt3BjN2OKddBxI7V48n39M89G+1ifrpZiPoa+YJCs5c7OoK6vr9Sbi2V6dCW3fmS8Z4xCDr+biaaYfklJeXzHVTW2Yx2ezeFXuqRXj/L1rzk0bqP5DETWPWaKuCJ88aCimNCPJEEOvQxTFbqNIXAW+d6KZZ6xk/YxevDBwqN8/4r1XwUVT6DOWJMiwKYUUesyxrdriF7HAZcw3TP6ixAGVIl3/s5e267IZF2bqmu3O9awPvZcRj8/oG+hwU1NCG8jvLPxnE8V3GEV9CNPUUlak1VL72hOUPBOkptRdK1j0PXPom8MQPaudzqbgMW6Cry4ZKLrj2oR9ySrMm2qo+X0J63rUgsimsMLes57IacQ0tZRV5lpqXul6/HXUlMp+YBX2HjWl+q7rueNibbkHr81B6dx0zFhY5Cqi4pF12Crm0WURyn0hRncEirbtjOe2Ag0ykzHdDpeGSvdEalfjtBKNOZtlz2b3cSN9E01sEqkdTUzHVm+vdZFfF/H6lGQi465SMvq8oEviRC7Q3bubt54LewyM5iYn5ilzopiWeeZfA+JyDHfqGYcmWrLRhOmi4Itz9LCvkgW3riUlbRiWSbOZf3shOY9UcP+t6/zT93IpvD34KKnIsWm07fjpdAwFWf02mCiuneGPGd/MnUDhksjG9HlUrZ8X9fO7i2d7dSa2ffG4V/GJHDtHv61wzGQ//CwDG70E97Uvv/zyy7hvtd2L1z8sPSyvt1cjPhJXCK4/xKuIXwz6UIzN6/HQlmTEGM+aQb1wuuzHKV4aHruDholPxX3qXp/FofhePJx+39lXXMjVcCQWZ+RxHeRa28vL71dTXAr4h6aYRk5rXg+ek/7e9T5rYUN+OYaCCFP3TlfuZho/8GAebTs18nWgdqWX7Yb3mIe2QUYUCgwg/0JYyYONke+VZcCckfFeoH6OXeKtf5JSIiIiIiIiIiIiYYSphiAiIiIiIiIiItI/lJQSEREREREREZGEU1JKREREREREREQSTkkpERERERERERFJOCWlREREREREREQk4ZSUEhERERERERGRhFNSSkREREREREREEk5JKRERERERERERSTglpUREREREREREJOGUlBIRERERERERkYRTUkpERERERERERBJOSSkREREREREREUk4JaVERERERERERCThlJQSEREREREREZGEU1JKREREREREREQSTkkpERERERERERFJOCWlREREREREREQk4ZSUEhERERERERGRhFNSSkREREREREREEk5JKRERERERERERSTglpUREREREREREJOGUlBIRERERERERkYRTUkpERERERERERBJOSSkREREREREREUk4JaVERERERERERCThlJQSEREREREREZGEU1JKREREREREREQSTkkpERERERERERFJOCWlREREREREREQk4ZSUEhERERERERGRhFNSSkREREREREREEk5JKRERERERERERSTglpUREREREREREJOFOn6RU+xecOHaUEye9cdrgUfbvepdduz7EHactJkTH53AiXp+DiIiInNFO6xjJi/fYUU4c+wJvexx2LRzFSCIiImedgUtKfb6FFQW/4N5VW3wB0fvrcNzzCxzr9/Ryg4fYvOoX3FvwGJs/B/iQzY9WsezR12mJ2073tGftT7n1jp9S/HprfDbY8TksfwNXfLYoIiIiZ5IzKkbawzP3/ALHPb9l8+E+byw8xUgiIiJnnW/025aPfMi2rVtocg/GbLuazO8OZ3BSwOP/+ILDfzuK67wvaIvLG3rxfn4U198G4/1HHzbz2S421bzGqzsP4DoGYCDFMpzJ9lu4YUK3vyGsXVTdsYZN4Z6SNZfn54ztw86KiIjIGedMjJFOtrLn/QP0HKP0oT+xdYL9e95l1wU9X5pimcCILr9XjCQiIiI+/ZKUOrFnDYt+u+vUkPDXt/DMpVfzy1/MYuTg2La1Z+1PKa2L8KSsuTw/J60Xe9rViT1VFD76Li6vAfPYScz9/mUkf+ak/o1dvPREGa9svZHyn0/DFFVi6jIm/yyP9GAPfbSFZRs+7PP+9tB+lP2bq1j2zF7cCuZEREROO2dqjMTxXbzw6MvsC/mEo2yuqmJzkEem3jeBvC5JKcVIIiIi4hP/pNSRLTz+6C7chuHMfOBubrrUy7bKX7Pyrbd4pGYCq28ZFdPmzN/Po2BMx08f8sqjW9jDZcz82SQsHb++8DLgRN/2++S7/OHRd3F5U7n+gQeYZT3X/8AErpl8lF1PLWXZ1pd5eNNoyqcPj2KD5zNi7ITgDxkaT/1/zxpu/e2uvu07wGfvUlVRxaaP+r4pERER6QdnaowEcNE0Sp6a1vP3Tc/g+PVbnACumrechd87t+dzelCMJCIiIj5xT0q1vPU6u7xgvmUWN1nOB+CaObk0vlvFttdreGnUUV+gdOQjjkSxvZRLJzD20o6fDDSyhT2cj3XsBEZ3eWYfA66mRrZ5wZA1IyAh5Zd0PmN/9ENGbn2ZfdsbcU0fjqlv73bKsCkU/CygrzDmHsIv2P/aoxS/cADvhaPIWzKW/UtfCNpTKSIiIgPnjI2RQvn8LVY+8Vbn1t+pfJRXv72Y6y8xxGf7ipFERETOenFOSrWy58+HgDSmTggYTTRoApOvrWJb3Yesf7QfhmTHgcvlK1Q+4lshhrhflIYF2PdRK59CFEmpKOolAFxwGWPHXnbq58Aewqicy2CDgRH2PBbMnIApaRdVMW6hC3crDR/CyHFpXNj9sb9/SuOeNi4ZbSbtnL68iYiIyFfNmRsjdeXFe3APmze+zDNbWvECpil5LPzW6xSvPcAzhYupnzSdWdMmMfqSUKOmFCOJiIiIT9yTUi0fAIbhmC/q+oh52HDgACNuLabMngafbaR4cbjaBEG0ezsLbHrbgaiLjkdmMqUBrez/pBUIkpj6rJVmgEvTuDimLXcbRh/owsuC/TZmpimLKYnLloCPDvFAHZQHC7gOH+YPdceZ8i0zP4qyPEXj/3qXxaTxxr9FM+VRRETkbHXmxkhwgG0v1LB550c0f36UE/43MgxJ43rH3cwamwpM4AnLRv6w5jW2bXmZ0i0vg8GA6cI0Rn53AjfcMoURPQZQKUZSjCQiIl918U1KdSZuLumRuEn5ZipwgP1/C5H0icbhQ3wMwAFaPoOxSb0I2kKxpnONYRfb6tZRNX4UeaMDevfaj7Lrv/7EPsA8MT3GqXvBhtEHiFe9hLg6weLyd0M8lsSUYL9ubeKeZ44zZda4qIMxERGRr4wzOUYiDcMRJ00nzmfosMvIGD+Wa8ZcxehLz+/yrMGWaSwo+wF3HfyQ+h1beGfHh3zy2QG2ua7mJ0Fn9ClGEhER+arrl9X3+ou3+UN/cHUI5wdHuX7cWG75Waq/Z/AI7zy/gc1/6+XGB03gJz9zsu/Rd9n021/Q9L1JTP3e8M7V93Yd9GKw3sj9U+Pcm9Xnegn9YTDli0f3XBXHH1SJiIjI6aX/YqSj7N+1l+Sr8vj5VQHv9/ledn0e+lVDh6VjH3Yqkmja9SEjxl5GSixvrRhJRETkrBffpNQ552IE8Lb1fKzd94/h6719Sy+Njc7On3Ztewf31VMYPbajy6kVV80G6G1SChg8Oo/HytLZVPMar+58nTVvAxhIsQznpnm3cMOE4QyOeTj8UZp2vds5pB7g8MdO9rvB07KXfXyf+wumYe54MOZ6wPzt5wAAIABJREFUCSIiInLaO2NjpA/Z/GhV5PpPEY2l6Km53ZJSipFERES+6uKblBqSiskAfNTKJ+1gCkjguA4eAGCot5Vdu76IemWZTifeZdtbwOVXc/2gt3h1zxY2fzyFm4bFcf8BLhrL1LyxTM2L7ukp/zSBqV8Hk3lwiGf0LFxqGHI+QwcDgy9i9OXRLJ2caL0Ymv65l/+hnZGf0+uZByIiImetMzZGGkveU78jdFjUUbQ8jbzyYqZeFPKJQShGEhER+aqL8/S9UYweD5ve3ovzAxhr7fj9UfbsPgSAa8sGlm2Jfcv7al7kHWD092/klsFH2bTHyUtrN3JNwbQugV08uLc+xpJXDsKEWTx2sy3sc098spddf4ER3/ZyfZdHIgVxp6kxo3ljzKkfoy3C+f99cJI24I19LeT/P+auD/61lR+Ut8IFF/Dsv1sVj4mIyFfQ2REjxYdipE6KkURE5CsuzkkpA+kTbBjedrLpjxuZ6g+GTuypZv0eYNgUyktzfMOwY1hZ5sSeNTzy2hdw4dXccvX5GJJymGV1UtX0MkueTWX5bRN6Ma0utLa/H8H1t6Nw4v+P/NwTR3H9DS74uzfic6Myei7PPxWfTcXmEP/1nx9SEbRr1h8wBfp2QBDm2c//u+8fZKSdQ+O+v/G/Dqbxb5ckBX+uiIjIV9KZHiO1sulXJVR9EPrxqsU/par7ry+/kcd+OS3GRWJCUIwkIiJy1ol7oXPD+FPB0OIiJ5nfPkHDjlZOcC5Tb8vGHHkTXZx47xl+9egu3JzLVMcMRiYBpDH1Z3NpKVrDproq5jV/yC/vmxTvPyVOIgVxIcQziItKKj/691R+FOvL/nGUhlcP8ca551P144to/MOHVPzxff7pJ6NJN/bHfoqIiJyZzuwYKZWxN+dR8Pconx5VUXLFSCIiIl91/bD6XhpTC36Faf0afr/lQzYfhMHDbOQ5ZjHVEnQ94NCObOHxR95iv9fA6Dn3kTc6oLbA4LHkLf0pht/+jk2GC7jgnPj+FQDUreHWur5upD+CuP7TWreT23a2h33Oj6ZOIH8M4Gnlv15qocKVRP6t/8SlX0/i0ltP8NenWln8h13k/8t3uDQxuy0iInIGOJNjJAOm70yIPhEUVVFyxUgiIiJfdf2QlAKSUhl7ayGrb+3jdi6YxD33fUF9+9VM/c75PR8fYmPWkse4BQOGpNaej/fV6EkU/PCysE9p/lOVb9h9SP0RxPWftKxxvJEV6tEDVAQOUf+Gl4Nt57D45lFM7xiKbhxO/tzBZGw9xrct53BwZ3/vsYiIyBnkjI2RejmqKSzFSCIiIl91/ZOUiqPB1mlMDfeEJAMx9i1G75ujGDt2bNinGHZXQdik1FnsnOHM+0mQOgiGVDKyUgE4mOBdEhER+aoYmBgplZlL7sMe7Sp7SecSan3is5piJBERkaic9kkpERERETldGDAOOZ/BQwZ6P0RERORsMHBJqfPGcsvPUvGeM5yhcdngYMxXTmCqJRVzvOpLxaWmVKL15zLLw8lfHNsKMd++0sSvCTKtQERERII7rWOkEKvshTH1vt+RN7qv7xsPipFERERON1/78ssvvxzonQDgyIfsaj4EF45i7KXxuEAfYNszr9PEZUydNSmmFW28f3Oy5+AXMb2b4ZKxjP5mHAbJd3wO5wxn9HfS+m9qooiIiJwZTosYyYvrvV18Em1R8gAplgmMuCD21/WgGElEROSsc/okpURERERERERE5Cvj6wO9AyIiIiIiIiIi8tWjpJSIiIiIiIiIiCScklIiIiIiIiIiIpJwSkqJiIiIiIiIiEjCKSklIiIiIiIiIiIJp6SUiIiIiIiIiIgknJJSIiIiIiIiIiKScEpKiYiIiIiIiIhIwikpJSIiIiIiIiIiCaeklIiIiIiIiIiIJNw34rmxrxVsiefm5Cz18aKxmE0X0OI6on/1r/7Vv/pX/yb834GgGEmioRhJ/+pf/at/9e9A/jsQvvbll19+GbeNKeCSKHy5bNJA74KIiEhCKUaSaChGEhGRr5q4JqVERERERERERESioZpSIiIiIiIiIiKScEpKiYiIiIiIiIhIwikpJSIiIiIiIiIiCaeklIiIiIiIiIiIJJySUiIiIiIiIiIiknBKSomIiIiIiIiISMIpKSUiIiIiIiIiIgmnpJSIiIiIiIiIiCScklIiIiIiIiIiIpJwSkqJiIiIiIiIiEjCKSklIiIiIiIiIiIJp6SUiIiIiIiIiIgknJJSIiIiIiIiIiKScEpKiYiIiIiIiIhIwikpJSIiIiIiIiIiCaeklIiIiIiIiIiIJJySUiIiIiIiIiIiknBKSomIiIiIiIiISMIpKSUiIiIiIiIiIgmnpJSIiIiIiIiIiCScklIiIiIiIiIiIpJwSkqJiIiIiIiIiEjCKSklIiIiIiIiIiIJ9414buyjj/4Wz82JiIiIxNWll35zQN5XMZKIiIiczgYqRoprUgrAZBoa702KiIiI9JnLdXhA318xkoiIiJyOBjJG0vQ9ERERERERERFJOCWlREREREREREQk4ZSUEhERERERERGRhFNSSkREREREREREEk5JKRERERERERERSTglpUREREREREREJOGUlBIRERERERERkYRTUkpERERERERERBJOSSkREREREREREUk4JaVERERERERERCThlJQSEREREREREZGEU1JKREREREREREQSTkkpERERERERERFJOCWlREREREREREQk4b4xIO/a9gnO/3OQvwd5KNU6nhEX9GHb7W0c3FPLlnea+OTIEIZc9l1++MOJjDivD9sUERERSZT24+x/u5Y/vf0XPkkexfhJU7lhTOpA75WIiIhI3A1MUurgdh5Z+DifjRzBRUldH5q68KneJ6XaP+GVh+7gN2+fw8Rp2VgvgGNv/5qf/M5K4drl/PCSPu+5iIiISP9p/4RXHvgxv3F+l5w7pzL+0A42LHqc6pvW8Ief2kge6P0TERERiaOBSUod+YQmsvnt7xcxMW7RVRvOqsX85sNsHnvpHsZ3joyayx2uQ1xoitf7iIiIiPSPgy8/xG8+nMFjf7yH8ecCZHPD9eO5798eYk3mcywYo7SUiIiInD0GsKZUMkPiGVcd+d88/1QbuQV3BSSkfC40aci7iIiInO72s/1VJ7Yfz/AnpPwusZNz0ydsqG8asD0TERER6Q8DkpT6/MB+GDeC1PY2jh85zvEjx2lr79s22977C1vOncT3R6sHUURERM5Ax/fzl/e/xUTbt7o9kMyoKybStnMv+wdkx0RERET6x8CNlHpvObdNm0H+ogXM+/FUsiZN5d7nmmjr5eYOufbDP48g9YsmXlk+lxt/eDWZmd/nxoLH+dOHvd2qiIiISIKcOMZxvk3qBcDx7fzm+qvJyq/hIHDh8BHw/iccH+h9FBEREYmjAakpdeGku3hs+Hl8d/S3SPYXOv9823LyC+byYOqL/NYe+3S7Qx/vgL8e4sFF3+WGux/iuZ9eRHLbZ+yoWsx9dx0i+Y8PMakvq/qJiIiIJErbMQ4dgbaDhzgGaK0WERERORsNzEip86yMH3MqIQVw4TX3cPdNbWyv28HnvdmkyQpM5O5HC8kZ8y3OOzeZ5Au+xcR7HuLfUzbxytuH4rX3IiIiIv2kDdqBC6fy2z9tYuOzd2AFjh86BOeeM9A7JyIiIhJXA1jovLtkhpwLtP+9V6++KHUEMMS3jUBJqaR+G7Z/cLCvOygiIiLSf0wWrOfuoOmv/rID557Hef5SmZ987IRxI+hebUpERETkTDYASak2jgcriNC+n6b/A1xyEecFeTiS88ZdzaSDr7D9/e7bPcShv8LEyzXwXURERE5nVsZdn8wr23Z0rbHZ3sT2lz9h4nXjuXCgdk1ERESkHyQ8KdX2/nPk3zSX/9y2n887Iq4j+/nT4w/wyB4bP795Ir1aP++Cqdx+VzL/+avlbD/o33D7IbY//hD/mXwrt18Xe50qERERkcRJZvwtixj/UiEPvrzftzJxZyxzB7f/ULGMiIiInF2+9uWXX34Zr4199NHfMJmGRnze5+8+RVnZU2x3neoHPG/0DBYU3MMNl/UqJeXTfhznC0t4oGo7n3/Rsd1bWVJ2DxPVtSgiIvKV5nId5tJLvzkg7x1tjATQ9v7z3LfocXYc8f2cPDKbJb8uZJIGfYuIiEg/GMgYaUCSUp2+OM7xNiD5PM7rXguqL9rbOH68DZKSOe+8PiS5RERE5KxxpiSlOrQdOU6bYhkRERHpZwMZI31jQN61w7lxTkZ1SErmvAsUwImIiMiZK/mC83pX0kBERETkDHEarb4nIiIiIiIiIiJfFUpKiYiIiIiIiIhIwikpJSIiIiIiIiIiCaeklIiIiIiIiIiIJJySUiIiIiIiIiIiknBKSomIiIiIiIiISMIpKSUiIiIiIiIiIgmnpJSIiIiIiIiIiCScklIiIiIiIiIiIpJwSkqJiIiIiIiIiEjCKSklIiIiIiIiIiIJ942B3oHjf3Wy13UeoyaM4LyB3hkRERGRAXb8r9vZ9Ke/sP/IMYZcMALbD+1M/LaiJBERETn7DNBIqU945YE7mHX91Uy7bS73Lqxh/8DsiIiIiMjpof04O568gxvv/D1/+QKGXDCEvx+sZeltN3Dfq58M9N6JiIiIxN0AjZQ6H9tN97DwJvj87cdZ+sLA7IWIiIjI6eMoB498n9++dAfjOwdGzWXGPy/i38rWsGXSQ0zSgCkRERE5iwxQUuo8RkwYzwjgc1fqwOyCiIiIyOkk6VvcsOiOHr++5HvfZyJPs/8gTBo5APslIiIi0k9U6FxERETkdHbkEPv5Nt9SP56IiIicZZSUEhERETlttbH95ac4NCWbiRcO9L6IiIiIxNeAr74nIiIiIsF9/vqveXDjeH6+9vtapVhERETOOkpKiYiIiJyG2nY/Tv5DTeT87iluuGSg90ZEREQk/jR9T0REROQ007Z7DfMWbcf2q3IWjEke6N0RERER6RcaKSUiIiJyGvn87eXkL97BuPLH+fn3VN1cREREzl4DkpRqO36ctnbf/z/7og1o49iR4xwHIJnzLlCPoIiIiHz1HHz1AfLK/sL3H/o9d3znHI4fOX7qwaRkzjtPMZKIiIicPb725ZdffhmvjX300d8wmYZGeNYhXlmczW/eDvX4rTxRfw+2eO2UiIiICOByHebSS785IO8dVYzkquG+nDK2h3r8e4W8XJ6NFuETERGReBrIGGkAklIiIiIiiXfaJ6VEREREBsBAxkgqdC4iIiIiIiIiIgmnpJSIiIiIiIiIiCScklIiIiIiIiIiIpJwSkqJiIiIiIiI/N/27j/GyvrOF/jbYKZhc2axjBcvEy/OsnHahtEmTtiIbQI2BU34kSCYLbirtFE0lGEr4G3BbRzTe6FdGduKa2T0Wty9YpsrmgBuFJoWGyvkdsekOmZ1zHUHbjMT53amTOdkZz1ZMvcPURGxlZnDOcPweiWTnHyfw+f58N837/N9Pg9QcUIpAAAAACpOKAUAAABAxQmlAAAAAKg4oRQAAAAAFSeUAgAAAKDihFIAAAAAVJxQCgAAAICKE0oBAAAAUHFCKQAAAAAq7sKq3LXUk85f9+ad01yqa2xOw5Sx1+/6dW9Kl16Rpuk1Yyx2ksHudHb1p1COHgEATqPU25n9P38p3b1DyZT6NPzF3CyYVZ+aSdXuDACgvKoTSvUeyv13bs9vL2/IxadssBbcuXPUgU/xV+25+6G9efXN/pSSzNm0N/ctrBt7u89uzt27/jldR4pJkq889FLWXjnmsgAAJ+nPobYNufu5/jRfvziNU2qT4Tfy9IbtefDq1vyodUGmC6YAgAmkOqHUYE+6sjj37diQOWU8yFRz6TW5eU1zkq48fef2lMpUt/Zzy/L1byxLBl/K37c+WaaqAAAnq0vzwpY8cHtzmgofrN72pfrcePuW7PvKgtw2q3rdAQCUW3VCqSRJTWrLGEglSc30pjRPT5JP5VCSI2WqW5jZnOaZSfp6MvZzVwAAp1fz2eY0nbp4aUMaU8rQUClJmTdPAABVVJVB5wP/tzu5qiF1x0spDhZTHCymdLwanQAAjG+9P3s+L0xeljmfF0gBABNL9U5K/Utbbrq+PQ2X1aXU25XuwUKa1zyY+1Y2+g0QADiPFdP5zK4c6h9K1z89nzcuX5kf/mRVmidXuy8AgPKqSig1de7t+eF/KeSKk94kM/DLtqz75urcXbc7913nITkA4Dw3PJTS5KR0rDtvdvenear9EQAwsVTnpFShMc2nvL1u6hda8vWlu3PXzzoycN2CTK1KYwAA1VZI09LV786WakmKr+3MxttXpOf7+7J+tvPkAMDEUZWZUqdXk9rJSY6/U+1GAADGjcKslbllaTFPP3UwA9VuBgCgjKoQSpVSLJ5m+Xh3un6dZPrFKZzmMgDAxFZKcfBj1o8lmVxj7iYAMKFUPJQqvb4r65auziO/7M5A6cTiYHcObN+c+19ryvrlc0a34TrpTX7FwaGUkpSG+z9YK/3RCh/TcPGkuqV36w4VvTUQACir0ms7c8fyVfnuM53pHX5vsSed/3hPtv68kBsWXuOHOwBgQrlgZGRkpFzFjh59O9OmffqPfm/gVzuzdevOHOr7ICkqzFqWtd9syaKZo/wN8JXt+eKaJz/28pxNe3PfwjMfEDrw7IYs2XroY69/5aGXsvbKj70MAIwTfX2/y4wZl1Tl3p94j/Tyk9m+40c58NoHx8prps3JLX+7ObdcZdA5AFB+1dwjVSWUet/wiRNMNYUUvOYYADiLzoVQ6n3v7ZEm1aRQ8NAeAHD2VHOPVJ23771nsjAKAOAj7JEAgPPAOHr7HgAAAADnC6EUAAAAABUnlAIAAACg4oRSAAAAAFScUAoAAACAihNKAQAAAFBxQikAAAAAKk4oBQAAAEDFCaUAAAAAqDihFAAAAAAVJ5QCAAAAoOKEUgAAAABU3IXVbqB4pDNv9BXymdkNKYy12PH+dD63P4fe6slQalM/85osuL4pUyeNtcnuHDqwP51vDWVoSm0aPrcgC65uSGGsdQEA3lPqSeeve/POx36hrjz7JQCAcaJKoVRP9m3enB//uivdg0myIg+/2JKmsZT8zd7cffvWdDQuy7JZtanNUDr+x9o8uGtZHn60JU2TR1e2+HJ71n1zV/KFZZlzaW1qh3uyf8vKPNi0KU9sWZzpgikAoByKXdm3Y2e6TnOp1NuV7ota8j+fEEoBABNHlUKpP03T0pbcuTQZOLw99/5k7BWLff2pW/NUnltY/8HiTfPy4M0tufep6/K//rpxVHWHeocy93v7cstVH2wBb1venLtu3Jr2X1ybe661NQQAymDqvHzr0XkfXe/dm7tuPZivbFuRhsp3BQBw1lQplCqkYXZzGpIM9NWVp+JVq7L+1MXJzZl3bfLj/9OTYhpH9cvi9IUbcstHFq/J3KuTx3/Tk2R0YRcAwB91vCf72tqSdbuzaHq1mwEAKK8JPui8mP6+pObSi8t81L0//UeShmnlCdQAAE5n4Lm2fDcbsuk6ew4AYOKZ2KHUkefz5E8bcsvcMU2r+ojS4b15/NiCLLraBhEAOEtKHdn5g47c8JfXZWq1ewEAOAuq/va9s+Z4Vx7f3JbiyvasuLyMdQf2Z+u396b5G7syd0oZ6wIAnKT4i915+qJVeeyqmmq3AgBwVkzMUOp4T/ZtXp3HL92UJ25vStm2csOdebClNW8ubc9jJw9UBwAoq2I6XjyYmmtXptGbfgGACWriPb53vCcHWlfl/qFVebh1caaXayM33JlH1qzN4aYtua+cQRcAwKmOv5FXf5rM/Zz37QEAE9fEOik13J2nW1flwbTksbZlaZhcproDh3J/y4a8PLstD7TMyVS/WAIAZ1NfT95McnldeV/VAgAwnlQllCoViykdf/fzb4dLSUoZGiymmCSpSWHKKM4hFTvySMuGPD55VR7+b9fl4lIxxdIHl2sKhdSMJkz6zd7cffvWvDq3NTtuviI1xff6HGNdAICP8/+605E5mf+fq90IAMDZU4VQqj/7Wxfnu4dPXuvIXQt3n/i8Ig+/2JIzfV9e5z+05PE3k6Q9dyxp/8j1rzz0UtZeeea97vvB1rwwmGRPa27cc+r1OfnW021ZNO1M6wIAfLzSv5X++JcAAM5xF4yMjIyUq9jRo29n2rRPl6scAEDZ9PX9LjNmXFKVe9sjAQDjVTX3SBNv0DkAAAAA455QCgAAAICKE0oBAAAAUHFCKQAAAAAqTigFAAAAQMUJpQAAAACoOKEUAAAAABUnlAIAAACg4oRSAAAAAFScUAoAAACAihNKAQAAAFBxQikAAAAAKk4oBQAAAEDFXVjtBopHOvNGXyGfmd2QwliLHS+m+/DzOfAv3RkarE3tzCsy/0tz0jBljHVLPek88EIOvdWTodSmfuY1mTu/KdNrxtowAMB7+vPC323I410fc/lLG/PYyqZ3Pw8czHf/6870zt+cH/5l40drXHrSd5N07lqV+3/2CeoCAFRQlUKpnuzbvDk//nVXugeTZEUefrElY9kOld7anbta2vLGpQuyaHZ9aqckQ7+4J3/1UH1uaWvPbVeOLkEa+GVbNrbuzW+vWpzFl9emNu/kjafW5sGHrsk9j27J/OljaBoA4H21aVzYkq9fmyT9ObSjNT+e3pIfLjkROtU1fPDV/xhK/+td6Xh9Zw5cvyXzT/oBbqivK12n/tJ3rCtdWZF7br8mU0+97cl1AQAqqEqh1J+maWlL7lyaDBzennt/MvaKNZfNyc2tT6V5dv0Hi8eX5YrWxbn3iYNZduWCj27CPoGpVy3O139we5pnnbS7++q1qf/K6mx9tjPzb/XLIgBQDjWZPqs57/7e1Z/enySZfkWaZ3/cXmNBFi08mPZnujJ/VePHfOckFzWkeXbzqPZDAABnQ5VmShXSMLs5zbOb0zyzrjwlJ9V/OJBKkkl1uezP65L+ofx+tHUnN344kEqSSQ1p+GxSGhxKabR1AQDGZChNs1clj+7MgcFq9wIAcOYm9qDzYkf2P9ufpuubU9aD6b95Pvt/XpMbvtAcY6UAgKq5cnlWX3sw7U90+qEMADjnVH3Qedn95mAeea4r7/T+c/YdThas2ZUHFo49kiq+sjtP/u/+DL25N/vfbMyKB3bnlqtEUgBAtRxJ/2Aht9y0Ou23/ij7l7dl0bQ/9PWD2flob2pPXqu7JiuWNo39ZTMAAKMw8UKpE0rDpdSkP71HutIz3JCGyeWo+k6GSrXJO0Ppfr07A5+vy9RJ5agLAHCmejI0nBOnpdrT/lRnFqz5A29gOdaVzsP9H15rbMyys9ojAMDHm3ih1KXzctut85KszvrjPTnwnXX52jeH8tj3l6VhDAFS4cplue3KJGlJip15fMPqrOzbnj3f8AgfAFBNhcx//7TU1tR9XC71+dXZtm2xQecAwLgxsWdKTarP/K+uSMPL23Pg9TLWLTRlxVeXpfjUrrwwUMa6AACj8dnlWfvljjz+T92pKcvpcACAs2/ihFLFYorHT7M+PJShXJyaUR5nKg0WT79e7E9SO+q6AADlU8jcm1blU4/uzNO91e4FAOCTqUooVSoWUxx89++3w6UkpQwNvrc2mnfH9OfAlgVZvnFnDh3pT+lEOFU8sj/3f6c9/VetyNyZo2m0M4+vWZSv/d3udP7mRF/HS+l9ZWfu/d7BFJYvzhyTQQGAMvlgj9SfUilJaej9PVNx+I/848uX57Yvv5QXfl6JTgEAxq4KM6X6s791cb57+OS1jty1cPeJzyvy8IstaTqjmnWZ/+1dyY+2Z+ut7Rl4f9NWSNPSTXlszeLRzZOqacpt29tS+/c7svErbXn/zNTkusy5aXt2/bV5UgBAuZxmj/Tyhlz/1InPK9vz4po/tEMqZO5XW9L007Z0nsUuAQDK5YKRkZGRchU7evTtTJv26XKVG53jpRSL755qqikUUlOut+OdrboAQEX09f0uM2ZcUpV7j4s9EgDAaVRzjzTx3r43qSaFKWfh/NLZqgsAAABwHpo4g84BAAAAOGcIpQAAAACoOKEUAAAAABUnlAIAAACg4oRSAAAAAFScUAoAAACAihNKAQAAAFBxQikAAAAAKk4oBQAAAEDFCaUAAAAAqDihFAAAAAAVd2G1blw8cij7D7ya7sGh1E5pSNP86zLnssLYih4vpvvw8znwL90ZGqxN7cwrMv9Lc9IwpTw9v6uU3ldeTc+k6bliVn1qylkaAAAA4DxR+VDqeDEdP1qbu36SzF1yTeqn1Oad3udz703bc8WmXblvYf2oypbe2p27WtryxqULsmh2fWqnJEO/uCd/9VB9bmlrz21Xlic+6n12U27aeiilqzdlz7b6TC1LVQBgoiuV/r3aLQAAjCtVOCn1+/QOzst9z6xK8/sHo1Zn2ec35Mat7XlhbmvmjuLAVM1lc3Jz61Npnn1SqHV8Wa5oXZx7nziYZVcuGHOAVHple+76QXLDXzbnx0fGWAwAAADgPFb5mVKT6rNow8mB1LumXz0vc9KZ7t7R1/1QIJUkk+py2Z/XJf1D+f0oy75vuCPt39mdyzffm5UzPbQHAAAAMBbjZ9D5YH+6c1nq68pYs9iR/c/2p+n65jSMpc7xnuxr3ZDD1z6YTdeOce4VAAAAANUbdP5hpRzaszP9X27NnLE+Y/ebg3nkua680/vP2Xc4WbBmVx5YOJZIqpTOHRtzfzbkidubDDYHAAAAKINxcVJq4KdbcvdzzVl/+7yU6xxSabiUmvSm90hXeobHUOfw9qx7pjn/vXVxpk8qU3MAAKexZ8+earcAAEwQ58K+ouqhVOmV7VnX2pUb2rZm0fQyFLx0Xm67dXXWb9mZPXt2ZEFfe772zd3pPj6KWr17c/e3d6dxeXNqOjvS8asTf2/1J8e6T3wulqFpAOB8dy5sHAHN/oUAAAALkklEQVSAc8t4319U9fG90ivtuWPDoTR9Z1vWXnkWHoybVJ/5X12RJ2/angOvL8tts87snw+83pn+yxqTX+3M3//q5AvdyVB/ntzRkXxpYx6b2VTWtgGA88t43zACAOeuPXv2ZMmSJdVu47SqFkoNHG7Luo0duWrb9qy/ugzTzYvFFCcXUjj1EbvhoQzl4tSMIvOaeu2mPHbtR9cHnt2QJT+fl23bFmesI7AAgPObQAoAONvGazBVlcf3ep/dnJUbD6apdVtWfe5TKQ4WP/grlkZRsT8HtizI8o07c+hIf0onHtUrHtmf+7/Tnv6rVmTuzLL+FwAAymI8bhABgIllvO43Kn9Sqm9v7t96MMUk+1qXZ9+p16/elD1nfAKpLvO/vSv50fZsvbU9A+8PNi+kaemmPLZmcRoMKQcAxqklS5Y4MQUAnBXjNZBKkgtGRkZGylXs6NG3M23ap8tVbnSOl94/bVVTKKRGGAUAJOnr+11mzLikKvc+evTtXHTR5D/6vfF6tB4AOPd80n3FsWPDVdsjVXXQ+VkxqSaFKWdhaDoAwFkmkAIAyuVc2FdUZaYUAAAAAOc3oRQAAAAAFSeUAgAAAKDihFIAAAAAVNzEG3QOADAOHTs2XO0WAADGFaEUAMBZVq3XLAMAjGce3wMAAACg4oRSAAAAAFScUAoAAACAihNKAQAAAFBxQikAAAAAKk4oBQAAAEDFXVitGxePHMr+A6+me3AotVMa0jT/usy5rFDWewy82ZF/PVaXz8xuyOgrl9L72qvp+bfTXKr7TJpnlrdnAAAAgPNB5UOp48V0/Ght7vpJMnfJNamfUpt3ep/PvTdtzxWbduW+hfVluU3ple1Zt+bJdGdFHn6xJU2jrtSTQ99vyYMDjWmYesqlL23MYzNHXxkAAADgfFWFk1K/T+/gvNz3zKo0v3/IaHWWfX5DbtzanhfmtmbuWA8f9e7N3RsO5eqVi9O9a4y1UkzP68mibe1Zf3XNWIsBAAAAkGrMlJpUn0UbTg6k3jX96nmZk850946x/vGe7Gvbmt6bW7P2i+V7tK7mTwRSAAAAAOUyfgadD/anO5elvm4sRUrp3LEx90/alPtWNpanr75/zZE0p+E/JaXBYoqDxRSHy1MaAAAA4HxVtUHnH1bKoT070//l1sw5dW7TGeh9dlPW/XJOHnh0caZPKl93yau5/+Z5ab+0IReXetJ1pJjC7JY8sGVFGieX8z4AAAAA54dxEUoN/HRL7n6uOev/Yd7o35J3ZHfu3TqUtU+0pKmcQVHdtbnt+3+W9Z9vyvT3nuDrO5T779yQO1rr8tT3FmQMORoAAADAeanqoVTple1Z19qVGx7amUXTR1lkuDMPbm5Lz3UbMr2vIx19J9bfendAVeevOvLOn0zPFbPqc8aToSYV0jj7lDfsTZuTtS3L8vTG59MxsCDzpVIAAAAAZ6SqoVTplfbcseFQmr6zLWuvHMMg8bdezcuTG3Pxkb15ZMdJ68M9SZJ9O3pS07gq22bVl+1U03uDz9/5jzIVBAAAADiPVC2UGjjclnUbO3LVtu1Zf/WYppsns1bksUdXfHT9le354prkW4+2pOmjVz+RUrGYmsJHHyrs7no1yWdSd9EoCwMAAACcx6ry9r3eZzdn5caDaWrdllWf+9S7b7R7769YqkZLp1fqypMti3LHo4fSPXCir+PFdP+0LX/7g840fWNZ5ozhgBcAAADA+aryJ6X69ub+rQdTTLKvdXn2nXr96k3Zs23x+BgeXtOYW77XlrS15mtL+vN+XDalKTds2pW1Cxuq2R0AAADAOeuCkZGRkXIVO3r07Uyb9ulylRtfjpdOnOKqSWGK41EAcK7p6/tdZsy4pNptAABwQtXfvnfOmCSMAgAAACiXqsyUAgAAAOD8JpQCAAAAoOKEUgAAAABUnFAKAAAAgIoTSgEAAABQcUIpAAAAACpOKAUAAABAxQmlAAAAAKg4oRQAAAAAFSeUAgAAAKDihFIAAAAAVJxQCgAAAICKu7BaNy71dmb/z19Kd+9QMqU+DX8xNwtm1admUvnuMfBmR/71WF0+M7shhbEWO15M9+Hnc+Dl7gylNvUzr8mC65sytYz9AgAAAJwvqnBSqj+H2lbl+ps35YXe5FNTavOp4Tfy9IblWdK6P73Hy3OX0ivbs+6rLfmbO/eme6zFih155NZF+astz6cntamd/E7e2LM+S25sT2epHN0CAAAAnF8uGBkZGSlXsaNH3860aZ/+o98rvd6Rrkub03Ty8aXX2nPj7buyYMfB3DZrjI307s1dNz+Zy5ZekR/vKuThF1vSNOpi/TnwzWXZmg15YsviTH//ZFQpA33J1Gk1Y2wWAKiEvr7fZcaMS6rdBgAAJ1RlplTNZ08JpJLk0oY0ppShoTEePTrek31tW9N7c2vWfnHMD+0lr+9N+y+bs37DyYFUktQIpAAAAABGadwMOu/92fN5YfKyzPn8WIKeUjp3bMz9kzblvpWNZemru/Ngeq+el2umlaUcAAAAAKnioPOkmM5nduVQ/1C6/un5vHH5yvzwJ6vSPHn0FXuf3ZR1v5yTBx499VTT6PX3diUz/yxT+zry+A/a8uQvulNMIU3XfTW3fX1FmqeW5z4AAAAA55Pqn5QaHkppclI61p03u/tHX+fI7ty7dShrt7SkaQzB1of1p/dIkl9uyR1bX03j7dvz1IGDee7pB7OguCN/07IzXWUazA4AAABwPqniSalCmpaufncAeUtSfG1nNt6+Ij3f35f1s8/wEb7hzjy4uS09123I9L6OdPSdWH+rN0nS+auOvPMn03PFrPqcWeXa1E1PkhW553snnb6a3JgbNm9Ox8IteeH1VWkc62B2AAAAgPNMFUOpDyvMWplblrbnrqcOZtXsBTmjp+LeejUvT27MxUf25pEdJ60P9yRJ9u3oSU3jqmybVX9mdVOTumn1yVBtak99HHBKfaanlK7u/mRW3RlVBQAAADjfVSGUKqU4WJPClNOsH0syueYMTzMlmbUijz264qPrr2zPF9ck33q05d0TWaPQOHtRpu/Yn0N3zsv8k3se7ElvatLYIJACAAAAOFMVnylVem1n7li+Kt99pjO9w+8t9qTzH+/J1p8XcsPCa1KodFN/yGeXZ+2XX8rWLbvTNXhirdiVp7dsyaEvbMiiz1a1OwAAAIBzUsVPStXMWp0Hvleb7TvW58a24gfr0+bklgeezC1XnfE5qbOskLnf3pVNP2jNuoVtebfjmkz9ckse+2b53vIHAAAAcD65YGRkZKRcxY4efTvTpn36k/+D4WKKpSSTalIojLcw6jRKxRSHk9QUUijbG/4AgEro6/tdZsy4pNptAABwQnUHnU8+x8KdmkLOhewMAAAAYLyr+EwpAAAAABBKAQAAAFBxQikAAAAAKk4oBQAAAEDFCaUAAAAAqDihFAAAAAAVJ5QCAAAAoOKEUgAAAABUnFAKAAAAgIoTSgEAAABQcUIpAAAAACpOKAUAAABAxV1Y7oKl0r+XuyQAAAAAE4yTUgAAAABUnFAKAAAAgIoTSgEAAABQcUIpAAAAACquKqHUnj17qnFbAGACsq8AADg3VTyUsnEEAMrN/gIA4NxT0VDKhhEAOFvsMwAAzi0VC6VsFAGAs81+AwDg3FGxUGrJkiWVuhUAcJ6y3wAAOHdU9PE9G0UA4GyxzwAAOLdUfNC5DSMAUG72FwAA554LRkZGRspV7OjRt3PRRZPLVQ4AoGyOHRvOjBmXVLsNAABOqPhJKQAAAAAQSgEAAABQcUIpAAAAACpOKAUAAABAxV1Y7oLHjg2XuyQAAAAAE0xZ374HAAAAAJ+Ex/cAAAAAqDihFAAAAAAVJ5QCAAAAoOKEUgAAAABUnFAKAAAAgIoTSgEAAABQcUIpAAAAACpOKAUAAABAxQmlAAAAAKg4oRQAAAAAFSeUAgAAAKDi/j9jZy8c59mFSwAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "efc1487b", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a4267c8a", + "metadata": {}, + "outputs": [], + "source": [ + "n,m,start = 5,6,1\n", + "input = [[5, 1, 1],[1, 2, 2],[1, 3, 3],[2, 3, 4],[2, 4, 5],[3, 4, 6]]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "a5d9c01b", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [ [] for i in range(n+1)] \n", + "visited = [False] * (n+1)\n", + "distance =[INF] * (n+1)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "8577ac29", + "metadata": {}, + "outputs": [], + "source": [ + "INF = 1e9" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "185eebce", + "metadata": {}, + "outputs": [], + "source": [ + "for i in input:\n", + " graph[i[0]].append((i[1],i[2]))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "12546e37", + "metadata": {}, + "outputs": [], + "source": [ + "def get_samllest_node():\n", + " min_value = INF\n", + " index = 0 \n", + " for i in range(1,n+1):\n", + " if not visited[i] and distance[i] < min_value:\n", + " min_value = distance[i]\n", + " index = i \n", + " return index " + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "c9dc6ae5", + "metadata": {}, + "outputs": [], + "source": [ + "def dijkstra(start):\n", + " # 시작 노드의 거리는 0 과 방문처리\n", + " distance[start] = 0 \n", + " visited[start] = True \n", + " # 시작 노드와 인접한 거리 지정\n", + " for i in graph[start]:\n", + " distance[i[0]] = i[1]\n", + " # 시작 노드 제외한 n-1 노드 처리\n", + " for _ in range(n-1):\n", + " now = get_samllest_node() # 방문하지 않으면서 최단거리 계산\n", + " visited[now] = True # 해당 노드 방문 처리\n", + " # 해당 노드들과 인접한 노드들 계산\n", + " for next in graph[now]:\n", + " cost = distance[now] + next[1]\n", + " if cost < distance[next[0]]:\n", + " distance[next[0]] = cost" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "28789311", + "metadata": {}, + "outputs": [], + "source": [ + "dijkstra(start)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "ed384492", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\n", + "2\n", + "3\n", + "9\n", + "INF\n" + ] + } + ], + "source": [ + "for i in range(1, n+1):\n", + " if distance[i] == INF:\n", + " print('INF')\n", + " else:\n", + " print(distance[i])" + ] + }, + { + "cell_type": "markdown", + "id": "52e9f634", + "metadata": {}, + "source": [ + "다익스타그램 알고리즘" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d8c0037b", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 16d2cced7a428cbd9ac7a40a868824fb4acf0803 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Thu, 24 Mar 2022 23:40:46 +0900 Subject: [PATCH 11/24] '20220324' --- .ipynb_checkpoints/7567-checkpoint.ipynb | 144 +++++++++++++++++++++++ 7567.ipynb | 144 +++++++++++++++++++++++ 2 files changed, 288 insertions(+) create mode 100644 .ipynb_checkpoints/7567-checkpoint.ipynb create mode 100644 7567.ipynb diff --git a/.ipynb_checkpoints/7567-checkpoint.ipynb b/.ipynb_checkpoints/7567-checkpoint.ipynb new file mode 100644 index 0000000..dbe15d4 --- /dev/null +++ b/.ipynb_checkpoints/7567-checkpoint.ipynb @@ -0,0 +1,144 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "79ca8bc2", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59bb5215", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [[0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 0, 1]]" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "id": "9709d649", + "metadata": {}, + "outputs": [], + "source": [ + "n,m= 6,4" + ] + }, + { + "cell_type": "code", + "execution_count": 176, + "id": "c633ecbb", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs(start):\n", + " queue = []\n", + " #visited = [[0]*(n)] * (m)\n", + " a,b = start\n", + " queue.append((a,b))\n", + " cnt = 0\n", + " while queue:\n", + " dx =[1,-1,0,0]\n", + " dy =[0,0,1,-1]\n", + " x, y = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", + " continue\n", + " if arr[nx][ny] == 0 and visited[nx][ny] == 0:\n", + " #print('**')\n", + " arr[nx][ny] = arr[x][y] + 1\n", + " #visited[x][y] = 1\n", + " queue.append((nx,ny))\n", + " #print(queue)\n", + " return arr" + ] + }, + { + "cell_type": "code", + "execution_count": 177, + "id": "314f2fe3", + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "for i in range(n):\n", + " for j in range(m):\n", + " if arr[j][i] == 1:\n", + " bfs((j,i))" + ] + }, + { + "cell_type": "code", + "execution_count": 181, + "id": "f3b1d3d5", + "metadata": {}, + "outputs": [], + "source": [ + "answer = max(max(arr)) -1" + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "id": "eee97382", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8" + ] + }, + "execution_count": 182, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b132d9d9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/7567.ipynb b/7567.ipynb new file mode 100644 index 0000000..dbe15d4 --- /dev/null +++ b/7567.ipynb @@ -0,0 +1,144 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "79ca8bc2", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59bb5215", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [[0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 0, 1]]" + ] + }, + { + "cell_type": "code", + "execution_count": 175, + "id": "9709d649", + "metadata": {}, + "outputs": [], + "source": [ + "n,m= 6,4" + ] + }, + { + "cell_type": "code", + "execution_count": 176, + "id": "c633ecbb", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs(start):\n", + " queue = []\n", + " #visited = [[0]*(n)] * (m)\n", + " a,b = start\n", + " queue.append((a,b))\n", + " cnt = 0\n", + " while queue:\n", + " dx =[1,-1,0,0]\n", + " dy =[0,0,1,-1]\n", + " x, y = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", + " continue\n", + " if arr[nx][ny] == 0 and visited[nx][ny] == 0:\n", + " #print('**')\n", + " arr[nx][ny] = arr[x][y] + 1\n", + " #visited[x][y] = 1\n", + " queue.append((nx,ny))\n", + " #print(queue)\n", + " return arr" + ] + }, + { + "cell_type": "code", + "execution_count": 177, + "id": "314f2fe3", + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "for i in range(n):\n", + " for j in range(m):\n", + " if arr[j][i] == 1:\n", + " bfs((j,i))" + ] + }, + { + "cell_type": "code", + "execution_count": 181, + "id": "f3b1d3d5", + "metadata": {}, + "outputs": [], + "source": [ + "answer = max(max(arr)) -1" + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "id": "eee97382", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "8" + ] + }, + "execution_count": 182, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b132d9d9", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 8d21fbfdaab1480bbd5f55eb479000726894f3b5 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 25 Mar 2022 18:04:11 +0900 Subject: [PATCH 12/24] '20220325' --- .ipynb_checkpoints/2146-checkpoint.ipynb | 226 +++++++++++++++++++++++ 2146.ipynb | 226 +++++++++++++++++++++++ 2 files changed, 452 insertions(+) create mode 100644 .ipynb_checkpoints/2146-checkpoint.ipynb create mode 100644 2146.ipynb diff --git a/.ipynb_checkpoints/2146-checkpoint.ipynb b/.ipynb_checkpoints/2146-checkpoint.ipynb new file mode 100644 index 0000000..9359478 --- /dev/null +++ b/.ipynb_checkpoints/2146-checkpoint.ipynb @@ -0,0 +1,226 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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1BWwlj1X95MuC9FpxvHC+7BSwwo77ZOFm+RKRM3lVjEufJ1d+FOJjAxy8aMY17MKiyxpE9VSmUAfpsHUWb/svmpZW3P5NaLI6dpkZ20MjHB6fwPqMFYkEoRNBph/ahXlZRlYKFknSF1ejPXGZuGJHKpg+lV9dJr5sNe2F46AOQyEtx37GzllxbUiH/YyMT2PdY67CEaMweTZM4yP7S3ijVcbYzDQAXlckXx7XufA9qat9/qxbdmOMvzSK8tQhjm3UkTw7wLMvjWP4nkRaTvohCfoym3jxUzmLxjnSOz0PdtCj1gFzCYJ/N4q8uY/BlgC9Lw2j692LrcgfmSLyo078FzJ/KtNoPicRfl1BuSLTeK8FU1l/RJzQ0TGUtdvw/NCU2WkC7f0OBo9tIv4vYYI/GkXZ48JaONEtM7HePI1/fAKr04r0H3HG/2GM6YdcmJdRFG6n39CKcfw4I2+uZt9fSMhnRjkzY8VlrtdhUtpGKER+c4De1wzsG/JhJs743/bSdT0dHgYs7Jrk6u45mWtXIW5In5+pn2IDPo+sPQEVI16UK+MMDIaRnvKwd4OMv2uAzl6Zfd/aRnUnFtSJn+rH+UZml30R78lS1vhvbpbgmkIKMpNsCuUmaLVl3MyqysqBg3IKPkXslW4OXDDSMeRKe1e2+/CsCeB/613kL+tVGk2L9UkHwRcOMPzZfXQ8bMyJ+T/IWIMDt1pcb81I6L+oIZ7IEa6pBHGMrC/VkzUor+ZmCWLpLcN0bcuvtJNve+n1TcLDPQxuNqF9ZAi8A/Tuepf2YfeihAvyF0cyVJh8SgwYJcroSAjNYwW/lXmX8UkPg+fGCbzkzBz4bcez3aoS718lVU6a0t0GNFevIc+RWZnLJOJg/L9W1llwPotqz+Xb8HgMBE8M4PyRAstNtHZ7sK/RQd3Gf7oM87/mjMWimF814owfcCLnHLjNDfPQaDSkmmzs9fow5Hm9ShwgBUAm9naQWNYgL1qo1aoXypzrqQadlZ6XtYz/xE9nZ+bA77c8tD2otnSslEAgh3IHM0uSLwtRKBkvXERV/ZnGWniAWtVzXtrLXOviR7kS5vhRP+fZxD73NsyL3hTJaaf3AzgP1Pvdav0pIXEYp6vg4Ux/WpyHaHx9lMN7A5kDvy4OPZZjYBeO9VWt7FrbhfeAn3172jHnxvz7olj2DC065AfIkePDOE+lD/za+49gu7fyfKhEjnP4HQOOl0vVpPYxVtP8uRjZnYpz+aaB9aZMyIrpgfRuyq8l0nLigpednFd9m4T9uyeLYsuzyKfH8v5OXQlx8PujRL/QjqfdhNTQgzs1TG/ndiJ7POx9KPduDeZv+vB9s/S3pK5r6LlbolntxwYjbft71B9s0GF4qA3XQ+o/gw5rlwft6wEOdwYyB357OPRIicPeK+z0DGkJnvDS+Ub6wO++lx2Y6z5cWsGonkcm8s8xDI9lFiUYaNtqI+Ce5HLW+FfRf6kLYcJo4GyQia2m4sVPBrUd2rLOkxykzW5Obq7iRoAbIQZ6xmh8ys3ezRIg0THkxnAiyLUZFmWfGbb24f5KhN5n1SW4Vsoa//o1FnTjQcLXLdhbQLl4hjPXNXCqjFdajVQKNOVWjhqMT/n48VP5V6UHHfQ8mPnjbhs93ZBnkt3TxuBhCxNvBRnp8+Zk+9nPkaJsP5U8m2oTQhqTdRPaFwOEHnVjb1GI/nSMuLmdfSqr2Jo9Yf/Zjv7VMYJXrDjuBeUXZ8qutHVfamXX9zowZUOCGvRpT1cqBZoKB37VyGwpyrWsk1Kp0p7xmxH83z5IWN+BpxaDp0GLYeM2eqxtKLONaLULsdrKfzSzfl8PmrsrvGMuVXtKuvvWs+lzBwi82Yp7s4RyMcjYVTPtf12nVbLE7anVW3F0W+s3aHPqVfLsUWHMb0UqhXmkx1pasy7GE1ufXiidsSVNqXEOwAozbXvMtGX+TF6NELnaiPmeQnlY5EKjBClFqbCjWPQAqcJwxfsc+PZLpc8dAaVDJ+ror3JnnCBvUafVajFs9bDrQSmTvk6LVgPSwz0c+YoCmhSObj1ShV1M1XaqWY5zqaM/G3SYH3dhfrz4p2azQ8WY02HZcwTPxRDhUwP4c7L9qO1+5RkscwrTU7M0rmhemNfK7WoWyHE1KO8fp//geUzPHKporNUyxmqZPxcluysMrF42yrvRJPaNOpLRd9O7KV+ghMGvTn42pqxNsZtj/fp5g1lzjwXHc2YMq7JLOy2Gx/r48easraPmnKngMDC04b6/sD9VnCdqsgCgb6Ov21bsWGqQ0nK6WUFBizZryM+lUOaMbOnWo88Zb9k5Z4uiMNuYHp9AOuWrwcExf2PFLFE16zEkDEYto7EYyiMSWhQi70yiMbezkhKuLiXK6LFJDN900/peL97vhzDmJXlZ4Jbt0P6ZjR6/lcbPZv5ebmf/j+355q7WgO3ptAdB+Z0Fu0VfVZatLKnUrUkAWz7bz6ptuJ/2MtC3k2ATzDYYsPUcwpF116jFf+Vuj2T50jYGd1uqqE6JLC6QlyIzb3As02N9fBdWFQWcT75yT8dzVulJy7bDC9sJNoDSYmd/d3UZjyqnnmtlf0+Sgy9tZ2cTpBrNtPd3YCm10tYZMOlU0h6WXVzlEl7Ynp0DGrTo7zey/r+W6B+1/lxupmNrgWd8TiHxLwG8PwijWF0c2mmpK1avKD1WTnpKe0GD527Rzs5AYxNIa3fhqCKed54GI9v278Y72M32NzQwI2H/m56SHoRiblF7qpC6qTCLgvxhgqR2uuL98+0zMwtNjZg2Vji0OicTfTPMxMUI0UQmOGC5EfOaB9j0sDVvgkjfrxA/d5zjp97lGo00ZtN3Siba9gxiu3fh1uTZYXp/aa4jnhJq1QuVMrZUkbgmQ4rLPx1gmL38eI8F6eEejm3In/jU0/xVSd5WcrqPWG5h19dL7FepHbBcbsTxVyqmesWMY+WzVdTUX2XKKsr41pJ2JOWlr9ssgUbLtZ8Wp5QEamynEilhq2VOJnLKT+BcnOmsTM/MwnKDSkracmFmpVNSSmvsONbYKy408uaSbNrEqryoUG7eaWxqRvq8ZsHrOZckemqAgbFpHnB62PtQ5RFa0xirYf4EFiG7Rtqeb8fv62T7K4DWTPvzbRir258DQH6zl87Xmmn/lgvPn6dj6FOJCKP/s4vOWE6GogYdhlVkdipYWIyUnYdLLzBLZ0ZUWYzXLAtpilK25qRJVkubkTc+1Z7PUqseK4Fxax/tR7107g7QOKcwe7ednm+l5aTI+FfijA8OEF7RjucvDEgP9WDrGqBzYJqepx3qO+s3wgwfiGCu8sxPLiWdunMK01N62nPOd2o0LOiR/xVnuqmRRtI2SvO9Vhw7KqTYzbbn3CyzNNK4xlZ0MHspqJjnX9rgwlM2rWDOvRW2R6o99KmaxSVvoXGrt9yLqaUdakVn3obbv62GJ0qnPTTtOMnJUo+t6eDkyVL+2iiXC66U7c+pEHkboQ0Kl/9VwdZ/BHsV28vqKMQuxeCqRHzGjtQEqfhl4sSR4ins2cwtFbdoC69E8T8xiUX1QBrQYsXlqWN43cr2LPKmphcVUiNoW1az+kvlKlaifaZC9L5S6hmZ0IFOxqTd7N/jYFd28TkjE/uZl66uy0XpTxM/66V70obn5V3oc+a81EdBDuztRclJD1dffuN8KuuFNKVzkAMtEtYqz0kqF0fxv6NBg5/RiyY61uR4wTLUlOYvh0qyUEjeAcsiimWtloxjapTqL9V6T4XofXaURKEnMvuMQVO8va7EiH6QG6ubIP4eQIzEnGk+3K/WdqopVXQRKSZHOjk8t5tBb0++BzGTktb79A9xrc0KQSVjbuHv+s5G3BryHVQpYie6GHh/PfsObcNcpTFZ6xiraf5chOxq77Xj8hRovqqzzqRDT1Y+6sO+amFpotGb6XhyPaGBdAhK3hwyqyBfVxM3E+3+Y/DZ3Gvlk46ojpOlYi5O9CKgiZPAhB5IXE3HCcQTYCqMR0lGmfwA4l+Ik0JCkx2fqSjxOdN8gpLaxqdM6AUvPFdi0aI1YN/jKTmvL5AidmqAsUYH7s6Mp19rosM7xOqjY8RnSkT/l8rnX0WYdtlMUkVhOBk90uDCM5LjBJ1LkfjZATpfCuIZblUNAVJvT5nQC4Gy9auHyv/J1x8kNW7RqsYRqsdzfrLZOT7NSNj2FAbH1kbiZwOMXLFguXcS/4kIq7fC2LFJTGtNTB4bYfJeF5Z6JsWpBHFCcLEDU02HvT9Bynm/AIjy7pIWqDA9lUL6igF97sTUJKG/ZyWNv0uSTAGL/I9FbhvVxserkUoSe8uP95U4lu4jOAjQfbCb4SdddDxivE3ZJxbJbU/1WW1sLzCXIOQZ4fJaC4azAQIbe7DFRghgwcIYA6MGBtvNqguJTyu1hR2UOCfTAsHvOMnfN1xE1iYANBi/eYQf1/PoYsZYOT6BNLVpJAxf0hH/P2HiGxwLCTTmZCbOTaIxd1DLSTDNMnUnWO1JRxbJnELk2ABBnQXLVICRnz3A/i+/y8irYFkLgb8fx9TdtpCFSokz/n0/19ZaMLwd5MzjD/DAL0cIYMWmCzJwbDWe7fWMT5lrH8SI/6uMvY7/gG+BEjLboMeaCa+Ra45/vhU05iekaFjK/9Vi8SzO+G9ejX0z6odUVCjabiy+o2yatmoPaBSxqFjQSjSzerO9TCNo0VvsWO6u0xuu2sb55xeKqWdCyI3TroLPaGhuaS6RHrV25NPddP1cYvf+vViXxQi4D7BzJxi27Kfva3rk1730dw6geHvyc+aqUCRni8h80my0Y69awvNq8Ym2pyo58YlK0Vg04HD3EDjqxRlS5vOZz87M0qh/gG39u4pycuu/6mZw2XH8z+0sDvsZcOdlvaiUErP8Dl1teqFRKyG9rXJQs4qyUu8f59mXzrPyIQcu716MOoAOfN4Y4VcDdG2fxrZ/CMe9mqrKqsuZULMsqMjaZzQ0tyRVjMUFyp19qNRfec9WLCvHm52KE+jqZeLu3bhdVrSX/HT3bWf8cxZcuWP/QHvJ/+gw/xsL26mSbiznWddg2e2h8ZSfYddocdjPMx4cD96OCXwpMhYtXcpT1bcvYozlozJ/LlJ2i5jX/wrRCnOx8ckhek6NcHjvdmSNFm3DLIrSiGHtNtw7VEKVGrVILRMcdpWQtrzxvxjZrJcUkaM7OXi1lf29Dow3Jxj+Thff+Ekzlqf72PtQI5NHD9DbpbD/5W0YZyMcdh3k8loXQzsscOEwvV3fIKCz4erfhaUpTtDbz86uNoZKeK/nKRqf6bNi9VD/PFxYnzJytURRIvN65MRhunePMFsQ9tPzfIV2K0LC9vwxrI1a+N3S2Ql/8vHHH3+8+NcIBEtPagY0nxZP820nSfxCHO41YxAbVYJPE4UJIFIKqc9o83KUV8wRIbh9zBQcFBV8uplLkfq9pvrxlUqR+oxm0f+HwG0lpeQnDhEUIYx/gUAgEAgEAoHgDuFWBhkIBAKBQCAQCASCPyCE8S8QCAQCgUAgENwhCONfIBAIBAKBQCC4QxDGv0AgEAgEAoFAcIcgjH+BQCAQCAQCgeAOQRj/AoFAIBAIBALBHYIw/gUCgUAgEAgEgjsEYfwLBAKBQCAQCAR3CML4FwgEAoFAIBAI7hCE8S8QCAQCgUAgENwh3FbjP3U9SuSSTKrsXQrR1/0ELynIp3t54oUQcqUXzygoM1VcK0mS+IUI8WTxL4lzfvznEhWvlSN1UyE1V/XtS8eNMMOuYcI3luh9yTiRC3FUmumPiAX5q4qbUYLHgkRv1l5SrXKUvBohcvUTbv2UgqJkR3BOW70fwOkKEKviFcqlIP7Xo1TZwlWj9t6qy5pLoWTGad3tXOt4+xSNp5p02EcT+I9NUL1k317yvmW+rknCHifDZwt6Yy6FcnNhxpofs1X2dUpRUFLcxr4uPZfdVvL0RIaa5mSVV9Yig4ss67ZRIF+3kluld5eC2EfLiMMAACAASURBVCtOnK9UmD3U5toa599a26Cqei0Rt7MsgD+tdIN8uhfniQTScq36Detc+J40ApA8O0zva/GSv09HAgxMrMf3XTsSgBIj4D7A+BWQ1u2mz2VFalBITIaY1LRiqfIjoie2008fJ3eYSl+bU4ifGyfw5iQJRYv+QTuONhuGZQDXCA8OQO9JOnT5756OhQhhoWODvuy1MrVjtKM//e41VX5QCeTTvThz248kYU8v4wVNjqENd6cN3e9TTF+fJvX7hZ9U+yiDckNG/5QP92ZJvQIfhhkYhL6THejU76hQ3/pQf49M6AUn561l6lsC1TbQ2HANt2FkQf5a71+Q+WQkwMjJCRKKhOnxbWzbaEALMJNg8vQkjY+2YlqmUthcksipEQK/SKAsN9H21DZs96bfWyRHN8IMHxgnXTMDBkOceKaahsfd2K8MMEAfJ3dU0/pR/E8Uy91i+0R+ayDn+Zy20ivI12E23VrqcnmvA/ceK7MfThKabKT1MRO5WiUZGWf09TAxGWjIXJwDyWij9ak2zMvL101Rea/aNVV+G2bg2fOsP+RG/1bpdi45fta58D1cPN6UK2HGT4WYTCho9VZan2rFqs/UpJbxNBWiN1M/+4pKNy8N0aNPZHQoJXSYQvT1APF7HXljhenLhE6DZbuVajRkJZZKj6Qp0MfzdTWS+o3M9Mxs/u2XRtnuTveRiZwx+6XivlapOeGXMjpKX9jX9euveS76eSKnbmlKz2XKRxOEfn6eyUsJFLTo77ew/r/asd5VMDLy9JAaVlxeB8YyVcvXE2nU5mk1Yq848bJgN2SermkerbYs1Wfn5X7h2UXNmwDECLi88IwPx305lwvkC0jPGa+PEjwbQ54jrQvngAYJ48ZW2h8zo2sofH+GqQjjPwkSviLDciO2Rx20PZiul5ouXNqxla2Diq56P4DzBxNFt1oz7TGryMjMFv2eh9pcW3QthXwpirzchKlFU/SK4jZI90thzQyPu9m7Uader7r7p46yLvp5wh1G19JMo8obs8/WQ0XjH4B7HPRVIRy6jXvxbVz4O3r0CfqVOGGPN20IKNPQsn7+99ipAYKadnx+PcGufg6fM9G3sfi9quQoqNkkgBfnxUbAQNv+vQV1TREd7WQgvgn38z4Mn00S+6eD9HbF6fF0YGrKf3XuQM9/d8YIK6hK7BUn3rcBZpm+ngSdRHMTpJVkLconPSGMXpdoztXHGWO+GB22Th+5v6QHc6rSMPoDo9bvXhyFcir/rBvn/9GWNMBSl/x0HYzTOuSj53MR/F29DKQ8uB+pNCJSREe7OBhvZcjTg+6in86+AVIvlzDgltvY67XBR+M498rYPD7MDTLBLifxJhXTtYRisBZOMLedQrlUmBjYjn+5hA7Ud/KuBOgaiNLq8eEqsBgTr/fS2TvL4IgDQ+FzuZOKMg0zCfpdwfTf61z0FXVqwcJEmUZuacf3XHVfNjszjbysVX2ynMo3DlKX/HS+FGfTiz34VulIXvDT1dnLtMdDq4pVrO5oSeuzmkdBickWWPjmzDfkGTZzCtNTetoPuasw3NUXypVY0Jcqb6zKkPoDRNUQ/8NBPt1L5+vNtH9rN+4dOjSkSP5bGP9LOznzmCe/vbN6SI2Lfp5wK6rzS6GBLBHMG4u7qqxrVYagmiFVteymHSPh+Xma+TrmLzgWKJwzFsgs4irUFmZRrstUMzHHT3UxcLEVj8eFPteInEsQ7Ouka3aQI18r0oSQnGDguRGUrw/hcerh34Mc+HYnl58+RM+G+gzEUtSsq+5z4PM6ci6k+0Cp2B45/TynMM0siRedBBsArLj+prng/mkiPxmoYVGd7hfz/KIy05+FToAc6u6fOspKY8PlXXq9Up3xfzWwMIgLyDU0Cgf/bBLYoJ83BNKGafbXGJPnFNY77UjLYNPDEp3/EkXZWM6fkMO8gkoSdu/kMA7cvbZ5Ay6ad/NlJk8nsfW2ZTz9Ooz/bQvrXx1gMtaBqcCTUHqgZ959Jf9v45M+fE+mS/U/0Q9OX453IlqFYsjHsLVPVXArhj9VQVnjpSrCeF0R1VVoOeVZDbfyu0uTJBqJo/2SoUR7KEy+HqKxLWuwmWlvt/CNoyFij2wr6/3i5iTB0yk29bemlYR5C44v7eR4KIb9qdJPytF3kVetTz9zM0b0qsTqlRq4BJxLL0Stz/hIq9JboxjUSRG/EoerEvEZO1Jm4oyf6sfZMA2lTNTrYc5EdNi25nxzVqdkZeZzzUgamfjVBIqkR5tx2qSUBPEPZTQrmtU990WTSj7y6cIr+QuTxJiTzmk90i0IUrn8doiktYe2VWmtpHuwlS2rQoz2OQlpgRmVNivlaJmqsfAy7ZKvhwv0XcZrdytZ0JdFNavSkFoEiXh6briagDVZEzGt01I3QG8tuP1qeiaJJ8CUvf2cF2ckxTR61vPJkfggAqTnI9O9ZW68OYH/mMKWYTf2u7IXNehW2dn7vELnXj8T1h6sajuXNaDbuBffhoId9odaaX/Uil4L0aPVvEUmEQdm4iQwoZ23KWbJHy1GHN6sDsxQo+za8ubpCrUqGwEhYWhSnRFz6pYgDihXE7BGu+CAUNEB2mYJzW/jxK8rSC1aNA2kw4Oux4n/VoPUrL7QVi6eJ7J8C56v6tEA3NXK7rYQnb+Iomywqj6zKJZKV5VFpZ/zygotZWFVUW//1E9pm+sPxvNfk2F5U+baTSMPrEz/qV9lhp/HSZQ3pwpQiI8dxJ8wYMDPwLFm9rabkYq2XFay2qxh9J0IjvvNaBtAufgu72rMtN9d5t1ns0pMwrS5DccjptLbbZ8myizmyhrwazo4ebIj/e8qwhAam5qRbgZLlrUYwYVGNJ+XSJ7ux1lk4MG8F6JSqMjFMQLvGXGsexeny5u+lmcExLkcBfNXF3xJmi+uxnjzPPEblJfW63FiWNi0KntBh8lsQLkoo5R6UokwfiqOdUcPEiCfO0PkLjvtd8E0wAYXvux29MXy36bGovrk+hmC5yT0+gn8r27C8s30fYatfbj1QZ5wqzxzYxLvgePIj/TRsyrneqFOWWHH/bKB8MQZ/C9FiGViqaV7zZjW7MOz21hWp8yHDN3INzjKIxN9V8ZoleAWGP/NzRK8N00S0k6JuSTydbDs8OBap5n3Fn96SX9P4kYSSC546NQWNYtg6fSIQuT1cZJ6Pbw6Svihnkwtbbi8rSQKFx5KhOBPZXTLGxl/PYJttzl9fYML318mFrlIWqT+UiYZG1cw3KMh+KMQtv12lXkvQ/wyEUy03qXy211GTAS4HAdr1hCeCtH77CiJFc1oVd4ptVjVnT9A/FQn3RdtuLt9GJfJTPi66RqBI/syCjXXeaG2O/l+iLGrOnRNAUZOW3Bvzi5MM461cszNkkKLtqn8bXVTpR2kRuznY8SX62h8dYTQWjf2rANCRQdIj7jxGMJMvOlnIBLLOL8kjGYTpm95sK1aul2xWztHLyE3IoyfSIczFYVP3moKZPaW9k/h+Mi1uZaYisZ/nnDMKUxPzdKYqxQqentzttlzw35mlOJDFzfPcNA1qeqBKSIRor9vlMvSJva5t2FuihM66qWzfYz24cJtPx1WlxvlqJfO3X4aUVCWmXH0u7CWkGv5zQF6XzOwb8iHmTjjf9tL1/UeDm3PGF6ZTsr7/o9iRAA+yPUqpQn7nESaliAkI2u4G9pwd5qYVAmXkQyakspZ2uzm5Obaiy3aqi/agsuQPW9A5R2Umsj7bhs6lZCnWlEuHad/cJLVT7uxb5Cw/4UDVe9jqfNYZeN9gf9vFgVN2jOQ5TMa+H9zZD9Xjh6Zxts7THRdH551WkgE8f4kgW2fDT0Z479GCuWu7j6Zmkgb8Y+5OfJwnN69B+j+fXvpHYc5hfibhxk+8S483IOnvXTMfbl4WvlKhPCVCOHXoJRBlBuW5WqRmRjppWtQwdOfCdArkp0MH01w5gOQp/pxvqFU78lVWzyvc+F7OP+SfkMrxvHjjLy5mn1/ISGfGeXMjBWXuTgWtTriBF50EmyobmFbkt+nQNKR3TAv8mq2GNBkU0Gc8+K8CKrm/PuThG+CcnaS2JPbFjx0i1jUzKZA0uVv5S+JHplTiP/TAAcnjOw+5EJ3qpP+3mFSD2tATTJvRjn+nYOc/+JuDrl0jO3rp/NgB5tK3F4O9Z2xReivqQm8fV6iG/vwbJeYONBJZ8819n2rHXOLyv2G1ZgZI/YRmAoXAB/FiGJmS1GUggHHi7WeL5GJXUxitNow6gAkrButeN2XiZOZ0HOdFwUoV8YZ+M4ZpKc89OiDdA920i3vw/U1M/pSBn2uE0qWiSOhy+5gZHRrXQZswfxeyUguaQdl5O7AmxLtwz3oT3cz0NWNvMeF48sZD/08Jc5KASATi4SJRcKMQ7EuA7Rr1mP++xFGfmZh/6Z02M/I+DTmp9O6V+2Q65LO0XkU6KqESohqi4S1woYJADNR/L0HiT86hG+PHvkXXnq7BlBezoZg55a1rfL78nadqyh/XmYX1z9VUVVZBdRZVhnjv8rC3/bivJ4Tm503MWrQaFKs/togvk5t/nbzMh0SyfkT+SlFgZYt7PdaiVaz9au30+O1ocnGB8ytxPpXbqx/lSTxoVxsKGkN2Pd4iuL11ZGJ/HMMw2MuzMsADLRttRFwT3I5a/wXKbEU0VAQRa+H8TEmN7mw5EwStWwxliXP+5Bec5YKlymkXKxtPsUHuoq26m9GCZ6KY9iqdtBV/WCLKutc+J6sQmxzv7tcPHMBaout5NUJzrwSIPieltbnPTjKxiuvZOV9cD4hw5pMG//6GnGNAccKym9xfmElRs6TmAJTZhKVE3E0Bkfaqw/5cjQnY3nCTcdGI9pUjOMvBeDrQ+wy1+/hWJC7WvskfyKLhQLEjC7cTxqhwYj7ZYnx6CyaX6k8fz1E714/ccmK4/lDtN5fvn8XOwFdfjtEcmNfJixLwvq1LZx59jyRKTtmUPfYzcmE/mEMZXMfP9xuQlNlyMD84llt56sg5p8VdnqGtARPeOl8I33gd9/LDsx1eybrMciKkX8dB6023/BQaaMoZOQTFa9rkonXzqD5agdtF/2MnrHj/upiPZIy8lXQZnX6ImU2j5sRAj9P0fo3Lqw6LWz3MHjvBEmuqd6uvDdBVN/BkNOKrgE6Dg5ieCdF4xXV28tStDO2GP01E8X/YoDUY4N4NqeTDtj3H8H4pp/gxWl143+ZFceTQXpfGkb7rQ5sf54T8//9MRqfdC865CeNhHGNDv9EmNg6R9rzf3YCzdoODFDmADGkPjhO93fexbhjCNdGCejA9/IDBP7xDO9OmdGr7VoUkEwq6O5ZSTMqu6S1UvBsfToqReyVbg5cMNIx5MLWAmz34VkTwP/Wu8hf1hc5KRfl0NJZ6XlZy/hP/HR2Zg78fstD24Nq+ncJx5YqBboqAXWHqMYmCd2w0ZfZfZcecrDl507O/6uM/SuFZclUDATK03UxtC0SE0edOOdvKBXGtViHY+NtLKsyZYz/Ogqv4FVubGpG+nzGK91k4oG10/jfiGDfIRF+YwLd2rTHPlr6FRlkwoP9jGd26meTMsnlZuxrJGhayer7ahUvEx0nT+b8LWEwahmNxVAekdCiEHlnEo25nZWgOl0oF0fxntXjeLkH3U924h0MMrS/Nf9ASL3MpWpPWzZTnBbN+KQPd0tpLytQZqAXLAazu0D/GsrZGs4uGirE6RVRIqq/1HdXiPMuT4r4xHnYsJdDXYZMGFeCiWNn4OEOrEWTjA7Lw2ZGXwkS3dCBqUkmdCqMdvP+ykpshZn1940y9tMo1h0mtNdDBM42YuterX5/g4RlI4ReeCJ9YOnlH4KmDi/xjEKq6LFa+6Tg6ad8+HIvrDDTthFSa49ha9TCFS1SC+mx3WJn/5GchXkBzWYHPXdL5Pl3K2UYKePdWHmvCd6IEp8zYWiAxDvniS9fTfuflXjXXJLJkV5Gb9jo6TZRrx++GrR6K45uK1sUhdlG7fxZBmYUFIODY/7Gio7klKKks0ksCemYasN/WZyhnvjZQUaiFlwuO5b/IrPzhV6GP7ufvRsXkd9nKkEcA5b5qi1OZvPQWenx52wnN2gxbLTDXIpjXwEtCvLnJZozE7F27S4G1+Y8rzVg2wisO4YZLSDh6NYjlTGaUzMltgwXo7+aTHQc8uVfa9Bi2OzCBUAjtu4eKAhnNTw+yJGvTBD6+Qi9f5eT7ef5I8XZfj6jobklSfA7ToKkD2HPNuXuLpfeeTJs9TAojRMYdGZi/jsYetRaUcY1q7bhGy3w2q4w4+jOhFqxUvW7ctFtcHFkQ/rf9eySMpdCKVKci/HAajA+5ePHT+XfJj3ooOfBzB932+jphpW5JZbZCYUKoTgrzLTtMdOWfdfVCJGrjZjvKbx/CcdWDjXrKtU2L+BuAyaCC2dbEpOcv6pj9X+vXoelFJlr11GJiKi9Hervn9tZVmWqivlXPpog9Na7ROfjm7To7zfzwDpb2uAuZCpC4B8DhK9M05hd1cxp0W9w0OcyZwaHFuvuHuK9A2z/BmjNHWmvYlXHOyVs3QsLk3RqrlY6tuek+ryg8liZtEnKDRlr90IaMePWPtqPeuncHaBxTmH2bjs937Kio9j4l39xmP4fnGflNz3YV2hhh5stg710ueK4+mtfu8VPLcSBzs5AYxNIa3fhKLHNn3t/Fq3exra2YpVbzoORzs5U6uR57YtB9ZRtpantu0ukTquIBvNTPZhzL81c493TIbivHetdzZi/3oN++YJpqtvgYv+vBxhw7URLCs2a3RlZrYSE/a97mP7bYZw7tTCnwbzDTceaKs3Nqgz/nMNAM7PMNjXSqNXT9kyr6t219kkRSpzwieOMX7iWLot0X618sI2937XNZ+PRaJXSk2ZBthmgbIaRShmsdBtc9HzoZWD3ThpJoSwz09G7DWODija5GeHwtw9y/gsO3EOtGBYVNppC+Z2C0qQgf5hAmS2VPTon5WNmh65kKsLcndOZWWhqhOUWdn19qeJ8JWzf9mBSCrJk5JY7BzTZsHxJ7fkUsVe6OPCGFsdQZndz1TY8/Rr6XzrA8S8cooqNd3X+zEaPx4RSMJctWmYLyKbtjd9I6xhmZpldbsC2tY+9BV7SkrulOZll7PM7OZmxmB2H99soHb1ar/7KfENJoyCdcc6mkupTe5eVtqet84ZhSfLGYjYlaXW7yzRoaTaY2PR0q4rBWZnSB2tLf9dC2Ef6nhR27I9ULisbEgmzzM400tikRf+XLvI1Z3reW389SvSGhOl+qQ5nQYlsdgAz08hJW16634qZhSpmh8mS4vJPBxhmLz/eY0F6uIdjG/KdDYsaWzXrKrWDqxLGrR3l7QqdDVdPAu/gTnY2QUrRYt6xn22rKLnzPm9LZFNxLjdiNttYX6LzammHxfbP7SyrHBWN/4V0dfvoadflnGyexO/u5PzjBSkPZybxPneYxj0ejnTnjNK5JJNHOukc2cUPnZb0ANKa2Ob5cf2TRV2obT2lGzLPqK8hTCiVnMWy7xDbzLr5Z9v2H8Hyb0l0y6eLdjLk0704Ew6VHMQS9u+eLFlmceaS8vernYQvt5JMZ2cq9bJMHS4E8J+aIPE7FnKxa/VYt3bgeDB/0FeXsg1q/26oJXVaJeT/FUxvf75xhi1rW9Hfby441KXF+DU3x75Wx8uXmXD0H6vZw6K2oCvqn7KHgaL4Va5W3ydqpJg81svxhn34RswLOz5zKRI/O0Dniwqe4dbMVnbpxWJhthmg8iHDMudYaNBh/mYfR75ZxScsM9L63BDb/lyvWk5ZEiH6B4MLC4oWiWvnAgQAdAYs95R4Lhll8gOIfyFOCgkNCeLvAamF3QqocB5HZSzLp3vx4ioyyip5ixbIeHBLlBs9GqA4wlmD8YkhjmzVkLuxo73PweBoRspLHkSvz4tavcxm9PjXyuSCTwQ5MBDF5vHRk7tJkZzk8N5OvE//ENfahQ8rmZmoMExMdSzKhF4IlKjI4vRXaaOg4GDsIkMk6+Faif8nw/TUMY5Vc2BC9WBt/nflyXhLM9rlRsx3awEtK40WNO+VC/5I7/SX1JwqWYmK/o+iOlANz1U5H7PozEIZlIuj+N/RoMHP6EUTHWu0FG7G1jsf1KqrKh1cjVb4v6105m30HanGUqzHlijdDqYdJzlZcG2x/XM7yypHReN/NplEaVqJoUW3cHCxQYO2xYDhz1JEp/8Q/7+424v+q67iBUyDFv0qLcUbkDKRiRj2r30y2aAXleozGebw4DjaPT/G99CCFkn9YphvDB5GOtKH7Q8gMUDVpGQiJ4Y5eFZLh8cDx7ro6pEzB+duZTBIZdQmivQO1x8zSxPTXp7suKwDvZ0+bxl3gNqkp8QZ/76fa2stGN4OcubxB3jglyMEsGLTBRk4thrPdnPtCxFATsSIxSPIm/PH8q07xJehQVNXfW95HOtUhPMf2HEsxdmqPxZqDDFSXzhKoJKVqObFQpO21rPSJamYjvu9JSrok2IRmYVIJYm95cf7ShxL9xEcBOg+2M3wky46HjH+cWQs/KRZTP/8gZRV0fjXPrQL9+xxjr/gxD//v5nNMkszhg09DG0tSBPQZMH1ciOBfxxg59HCsB8Xnq3mCttmCys35ZIFu0VfUWE0G+3YKfzPHlRo1CK1THDY5VT5scqT57WUp4rMNTporWOCyjszUQ2f0dDc0ryQuYPKqb3K/u+NOhu7umX8pzpxvppzXaunrXtXkeHfqJWQ3j6M06VeUrXxaurfrXZ4Ju/tZTKipIie6GTgtILhkQ6GDlnRLwN6f4z5wnEO9/13Di7bwv7vtWGstAZo0mPZbCmdjaIM6nJULgWghLSu2t5Pt0+hsCyuTzRYdg+ROuqne/dIUdjP4Iu2+v9H14I4Y5Wa1ZXhRnt3dTqEZeb5GO4l+38llAiHXQe5vNbF0A4LXDhMb9c3COhsuPp3YWmKE/T2s7OrjaH5HZMSqIxlNU/RUrLgqY2pylJJGnPOfywBVcvsr6/B9tbyZ3H0rbj3p/D6nAQLw36e8eB4sMpFv0p/FJMTQlgkVIvRX7eOpVg4lu+v8t9Vdn6qNjvMImnUSkiFs0292X7ST5dN61qYOrViWWXOP6XeP86zL51n5UMOXN69maxLHfi8McKvBujaPo1t/xCOezUL37oEc3QeVY2NfNTavCpqnH9L2VC1yOxi+ud2l1WOP/n4448/ruM5geDTTSpVNqa+ws+CxZBSUGYbc7K6/JEwl0L5j1kaP6vNT++aSypF6jOa0r8LBILFM6Og3Mqc/wLBpxxh/AsEAoFAIBAIBHcINWzMCAQCgUAgEAgEgk8zwvgXCAQCgUAgEAjuEITxLxAIBAKBQCAQ3CEI418gEAgEAoFAILhDEMa/QCAQCAQCgUBwhyCMf4FAIBAIBAKB4A5BGP8CgUAgEAgEAsEdgjD+BQKBQCAQCASCOwRh/AsEAoFAIBAIBHcIwvgXCAQCgUAgEAjuEBZn/KcUFCW1RFXJkmDimJ+JjypdK49yKYj/9SjKEtfukyJ1UyE1l3NhLoVSeO2WESPgchJ4/zYUVaNMJc758Z9L1FdWMk7kQpxkpfty2jp5NULkavkn1OpUcz0/msB/bII6v+w2Ufu4ZEZBman25iRhj5PhsxV66GaU4LEg0ZsVrpVFIfq6n+ClPxaNIRAIBAKBOn+6mIfltwZwTqzH9107UuZa7BUn3rdLP2N43M3ejboyb53m8ukQPNiB9a5y1yB5KUTgVJDoDZDub6Vtqx3T8vRvyoeThCYbaX3MhLb+T1xikoQ9vYzHF65Y11mZeHsi5x4rLq8DY95zUUY7+qH3JB1rMpd+G2bg2fOsP+TGvqLGakyF6C14Vr3fsnWZRbkuw2zOTzfCDB8YJ174CIAyjdzSnicX1VIkUyXLMdC2fy9SLEQICx0b9MUvK3jWYDAQj2f/suLaoTAwCH0nOygnkbltrX9rgAH6OLmj9BPTKnVSu8bNOOGfHGf8kox0fxvbnrJhyArr9GVCp8Gy3YrKlyGf7sV5IoG0XF26i8bZXJLI66MEz8aQ54AGYA5okDBubKX9MTO6hhIfdCNC4GiAiYRSUE/1cVmO6Int9NPHyR0m1MYDgPUZH477AGZJ/UZmemZW5U05zCSYPD1J46OtmJaVuTaXJPpmgPHTUWQkTJvbcDxiyny3QmIyxKSmldb7K2uM6NEncr5DIBAIBIJPD+WNfxXDS7kho3/Kh3uzullnfNKH70m1X2RCLzg5rzqR5xoBs0wD+JxEmiBt5NmLnlDe9vKsT8bxPQ+7/tMs8VMDdO8eRbuiGW0DoExDy/qFB94P4PzBRNF7AJhTmJ7S016VIa1usKSZZfp6EluukV7we+o3MrrNOe130c/4a2b6TnaQb0bECLi8zNe4RYKjTpwAGGh7urzRoW4cpg1mm8r9Rf120c8TboUKZlddFC00lGnk5Q58Q63FNy+3sdebrrGawRUtV9ByG3u9prTcWX3s3Szlv+Oiv+CBgr7NLmKeq/xNybPD9L6WfnA2CeDFebERSBviRRI8F+N41wEuPzqEb4eWyLEuer2NHOqxll+I5HKPg74qF1jxU10MXGzF43GhzzXy5xIE+zrpmh3kyNcMxQ/ORPH3HiT+6BC+fToixzrpHUzh6Vcvd75vlWnkmca0/OWMr/yFjA5bpy9HHqP4n+hHqUrocsbHnMI0syRedBJsALDi+pvmgvsVJn3P4r3hYGh4F/qZOIHvdbPzhHZ+jCg3QG/Nr0tYJ9HclPOadS58TxoRCAQCgeDTSnnjP8fwShPjeEcvSkut/txKFBoBhUTJN9MUIv97guY2D613aQANhr9sxTrmRfuMj477M8Zvrq1/nwOf16H++ownfPF1TRsMS4MRh9eHYyrC+E+ChK/IsNxE61YH9vt1MBUiXOkVpYzDqSWo3u9TTF/X0VrHFTqa0AAAIABJREFUzkPhQiMx5qQz1owWyoRpySTiwEycBKZ8I/Jc2tBW3VWaSyJfh8SNJKAlOQXMySQhY2SH8boirM48m9u3iTEnndN6pCqCb3Qb9+LbWPr36JX8v1MXznBmdhP7N+mhAcxbHaze6eXZnYG0sTkzDWVGRK1omyU0v40Tv64gtWjRNJAOZ7oeJ/5bDVKzurdbeSdIaHYT7rx6Hif0gZ1tq4rvz/at/LNunL9qw7PHgmYqRO+z76JtKr5flethho+mnQ75BnleSenxUeodU6H8v29GCP+imS3Dreg1gMbAlketjPu07PJ2YMo6JwpeY3P6SizkBQKBQCD4dFJb2M9UnMs3jay/u/Qt0aNP0H9Oh6RrVPlVwtCkdj2DEid8KkDoQgIl19CtBk0jjTTSWOb1nzpuTjD8nB/N04N4nBKzVwMM9HQxPXAEx+cA4gRedBL8YhvuTlv1HuMlI1O+ariIWviSGjLRd2X0FkN54/+DEGNXdeiaAoy9bcO1LsdY3eDCVyL8Qn5zlDMzGjh7nujDBsIRDRpNgLGLFjoAsOHyFu66LNTLaJWg6sh7hfjZcQJvTpJQCsNK8onHIqTW7MKQ/U23GlMLaLYO0rNBm9l5qVDc1QD9rqD6bwUeaukRNx5DmIk3/QxEYsjpqxjNJkzf8mBbpb6gT3wYg69swjhfTxPmexSiv1ZAxfhPkyL+qzja5c1oAH59jRgSjmWl7i+gJet0UDfI87gRYfxEenGs1VtpfaoVq766QD9NUyM0NfLHpDIEAoFAIKhETcZ/4twZYmta2be8wo1ljLHSyIQGexm7ex8ejxmujjPQ18W15w/RcX/6jnAmFMj6jI/W/9vKiG+E4Nr9tP6nWeL/NMb5Jg3Nf+dkEorDfnL5aAL/W7ApG089o5BEQletcVKKuRQpJKTCiIMS9yq/vUZyKgVpE6mY+GUmU1b6NkhoAM29NtavGud8TIavABhwvFhHzH/65RnDPRM7/1rxok1qsZY2jFbYcZ8sDseqldTFIIEPjDiey/HlZ43arAF7fYLh7weRvu6j564gne5Ohmf241KL888heW6AzhPQPnwI7bFnGdgL2sf2c2TNeToHu2l8xAilToR8NMGZD0Ce6sf5hsI0ekpI0zzymwP0vmZg35APM3HG/7aXrus9HNqeGQuZHQrWudg1o4BWm9PzGrTLQFGU0nXKQdrs5uTmzB8qZzhyWqFMmJpMLBImFgkzDmAoXkTOziigyZfPRk22nmlyx6XjPmAuTuwimHekw4jkj2Jwn42VwLWC8kMvOBm9LjG/8dAiYa3WGs8NSdqjR/6Fl96uAZSXs2FWuTK+C9tDI3j/IYjlb1rRz8QZf+08moZmvK5JoNwuQwly+lOEAgkEAoHg00L1xv/1ICOvKtj3r781HuapCOffN7Dl/zGnY/bvbcOxMUD/25fnjf/8LXgXhz4XIvCPnThvgHR/G+5DNgwZA74o7CeXwsOUv5GRNdrqwxJK8VuZa+gwlHxPI5rPSyRP9+M8rUV/vxGTFqSWCIddzsw9OR5zw2osGj/hc62sfkhi9mqY8x/oMP3VUoRd5S8colD9oq3c+YkCFg5vqqBEGR0JoXmswGjNCVdKXTpO50tBZtftZWiThLahg6GeRgY8Bwl+0VN2Z0H30D6OrNOg1QBdRzD8WxLdKj1ajBzxK6QUGZMJVhY+OCcT+ocxlM19/HC7KRO2UiksTCbyzzEMj7kwLwMw0LbVRsA9yeWs8Z/TvokxCa4pLCz9Uig3QautZPirGPNFMe8ZMsZ8+ZC68kh6I0wkkDGlw8fmZK5d1WD4mgSZ/YPC0JjU/8/e/Qc3dd6J/n9jIWEQTuzSaN0RTaOSmGSisFXJ4KYR9BsnG4ebut0AS51uTJdrlpLW69RL1qxbrwmsW1+44brrdQplcWkhbRwm0G7cFpzJOhlwN3Ha4Awr2lghEQWUEBmwiHNAlizr+4dkW5aOZOnIBFp9XjOZCfI5j57znF+f56deP8Qhn51qmx7w4uh1YfpLK/nEBv+RbK5omDiH6M12qqrD11fSgNzZQ+f5EhoeDFcCTXeXs/zXVRz5nYdStcpx1VPUvdBO2/qq8ITfhxrZucQSft6k0ssQS1MjhxBCCHF1pRb8n+1m26Z2vMs3Unl7glbqCIPRhOmVHVRVA74BPF7ILywYb0FO1Er2MQvz8/bQ51QovcEIg730vK7H9nB8e+Go/NtLWXd7Ma7XXTDPFgn8A3iOO/DcVs3uJQUprfTj6fdgnFec9so0cd47g5O5LP9Yog1i5gsMOuh4zsW6764bX5EkWp6d9d83cuBnO6h5LjLmf+NWSuehedx+QFHCq7ykvgOB2AVhby2ndaMp8Wo/wKTDfgZ7afvnJ+kyV9KcpNVUf2sZdf9nGeZPjp/JfFsFW/ZUAOAuKqWUBF0tOj1Gb8yk9buKsf28I7xyEl3xq/0EvfRsr2fP+RLqNlgT9cmoMGEpMrLH6US534QRhd7XetDbVqm0eIN5QTH5BzroOltMaSEoxw5x6KwenttA1XMkGfM/2fwYddETktUkWoXLdOdiip7eT8cxO5ULjHheaKcrt4S6RKcs6Kbj2W5My5opzgXcR+g4ZqZ0dfJemgluWU5zczl63SQB+Y0WrHTgeBus8wB3D0dO5jP/7xLcybp8rEvXYb3LRe/bYFkYHmqGz4PjuIeib+3Gnj/JEyMYQAmkflUIIYQQ15rkwX8wgPtwC027jmJcupEtX5m8a3vCZM7IuGX1MdUxdEUs+/Yq2n5Qw9qfGQj4/Fjur2P93YnaC0edoWtLUziYywcYoPdnTRyxt9J4U2ovadP9Dey+P6VNk7utnNatXgyJlkyMpbYcYaw8M0X2Zdi/bsWUbs9E9Jhwnx9yDTCnmHVfTRAcHR5foWbMnCLK/7dKqBk3GTxKspWCggruV9tp+UEXir2ap9YWJ15iEkCXj/mTwKCLzh/toOP4QPg48OP3GZi7sJzKNUkCy9jVgiJLyXS1VtFLTIA92MuOf36SI58op3Fr2fiymykqWtHAql0t1DzajiGo4L+xlLp/tKu3eN9SQePXW2hqWEtHLvh1FkrqnqLcFgnAJxnz731pG/Vv2FKe65F4QnKyVbiAG0qp+/YATf+virW5EDDYqNxciVX1WlRw7N5E+6XSSGu8l+497Xhsj7I4ySlyPbeZqoORfwQBnZGSx7awbN5kB1VCdZ2bli1rw3lTjNjWbAxPRE5WOT4VU+kb7KV9S3jYlCXmkdE1tupY+Hoz5Boxf7kalXWphBBCiD8JSYN/78tN1B4wsmrzTkrnXfnV8o3zSqneluY48jd76QbyT7phgRkUF30nwVngRFlqCrfsxQ5T8Q0A0FLdGzemPTxMxUHbynbmxo2hjll+M5mpGgccFZiURgdcHyuhrs2OYZb6bhPGhMeKXQkFsK7Zx741iTLhoC/2o2Tr/CdbqUan0Pc7hZK0rik3HU9soOcLzbQ+FhVFBhV6d1ZRu13Pj6uK1Vvp+zup/+Ye3DcUYNSZMN0VPuMlVa1UEhNg5xVR9q2tVHzaHBkKkiajhdLHmuOX9UzAtKSa5iUavgfw+wbwnAukvBRr8t8FSD4R33h7OY1tCdfVid4Sy13lrP9iCdZc8P5XC9sdFlZtS7R8qYnS7+5LubzU5NsqaNhZkdY+zt5uIB+XG6xmUE704cJJwWivIwBWKvfti0wKj+fYFfPBsTZWvlYs6/4LIYS45iUN/vPvbeCn96aalHpgbCokajx7hMrEQk0Ge2n7t0OY7yrG8+x+upeswvhcGz0LSrC/vZ2mX1lofNCcfJlPNcd66LxlMa1xkycnWV5wEqo/pFUIHf9axYQ1W1IpH50eY95VHH6gealPEyWPVV+pXCUQGfv9sQCK7yh7f55oirUR8y3Xzk/CTbk0fhdAK+PtJRRH/j///1vP1lsDmAuv4BemSelt48kXzBQv8tD+XDeLv2Zk/54erPfY6ftBEx03NVKWxgilUR63C14Axxrr5L2cQgghxFWU0S/8TpRZYJxcAfOXljJhaPfpDmq+cwDTikbqvjQX76+aqF27FhZU0FhThsVnY0djLatPPU7ro7a0fuXX43ZR+pXKKQ+SEv8AWhI5egoKvfEVhFFaehhy9BQUFqCPHcufkAFjoYkJ3SST5YtJJvumxUzZE1sw/KiFqrWxw34q2bo2Qat/XD5NFNny8Raa8ER+MC3pikaj8myUbzBjyhud4pq+gmRzE1R3mE/pUhLuYcgtwDTYkfJSn5Nur6lCrnJfRtMZMWsIpMcZMReXUnyjhgpZrpnipcWYo3rL3M/XUPufJso311Fm9tLxZC1r14L1kUbWf8lC4DM72FS3GvdjraxbmPw7DUYTpqgrJ2lPmxBCCHENmRYKhUKa9w4oKH4DRuPVaYEOBGJWIfQFIFeffBshxNXjU1CYgpW1tAgGCKAP/8BZRMAH+tzk2wghhBB/TjIL/oUQQgghhBB/MlIe+CGEEEIIIYT40ybBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFkio+BfOd5B2/MOlLT3dNO9u43u06lu76S9uor2N9P+oj8vAQVFCaS8ufbzk2TfQQcduztwDEZ9dr6LbdXb6DqfaupeXK/34vJqyFiyvCX4rq7mKra9pPJlPgXFN/Ej5zNVVD3jnDzZ09207e7GjYO2lStpO5ZSZjLj8+B43YHHF/+nwKBCIBj1QTCAEvvZR8R9uI22w24te6b3XEj7usvMlF13KQgoCmnc6h8dtft/CqX7zNJeTpk9g1IRd09qTSedY0zr/KT7Hs7Q2DMzBQmedQnLNBhAGbwWbxgN0nnPp/KcV3nPjX1VWteoguP5NjqOp3p3Xvl7bFya13I61yJpxAWZSvKOV73G04wJo02fdIugl97nttP+GzfKHCvLHqmgZJ4RAOVUD509Bsq+ZMUYu5/XRe/bYFloIT8u0QH6DnbCwkrsn4x89GY7VT/ojtnOwrKN6ymZ40c56wH/xL96DtZT1b2Y1u+WYkrpcP+0eV5sij/eoAfHC510HO7BrZgouqeE5ffZMedNcn5A27n1uek52IPhi2VY8yKfjQQYODtAYCR6QwXnz1vYftBFINeA36fHsvRRqh8qwsgZurY0Qf0+KuMvDpzPVNHyikp+76qm9eGimLx56Wqu54ArZlvLMhprSsjHT+CchwGfPy45x9Or2UwD+9ZYxz7zKx48MRea5/A2Nv+wB4/OwrJvN1B+qxEG+ug8CMWri9VKNiImb74BPN4A+nwTBbmx+UzMsWtlOJ9fdtO+5QiLn2qkNHfCFuyp3BwuzwWRjy500fTNyLY3JEl89BjTvZcUF11P7+XAcQ9Gs53yNeXY5oT/NODspJNiKpeY4/dL87ngfWkb9T+PPbl2qlvKKVK97jx0fqeKI/ZWGpdqeCr099L+o3a63WC+u5xHV9jI10UOOYXrzvJQI+vvyYck110070vbqH/DFnMNeOj6nvoxeI510vVSD91vewATRXcVU3JfKdYbVNKNK7cokXspYb5629m+rxu3YsL6UAUV91jCzwGV+z/Zd/m9HrxLJt5juLvZ+3QHPZOW8WQSlxMAQQXX4QO0vxD1bLzfjtkIJHkGpVrGyanck5NI51pI+fwkfa+qvIdj9XdS/809uG8owKhT2yByL074TMHxfDuueeWU3R51FseemXbMjOYNlf2BwV6VZ12SMj2+h9WN0LCvEmvMnz6qe0Zxd9PxdAfdpxQYLasgmBYso+KrJVjyEu46Mb9q7/lEUnjOq73nIn9RLU/3b/ay55c9uDFjX/ko5bbRq1HB3dNJj75s/LymfY85aFuZ3n0RluA9P3ZOVK7lQQedPzpAx9seTLcvo+KREiyjl6PqtRh7n4D9G62U36oWFzhpr24hfg8i7/kS1WsRJnmnqV73ESrXeFrXSoxJgv8Ajj21POkqY2tzHfnH2qhpaCLw/RQCilNdNG0JZzRZYDPm1nJaW8rH/93fSf03j8S82KfIsTZWNrqojL1h+jup/z5Up1KQqaZxvottmw6g+kiJvUhUtlXOezA/kiiQ8dK9tYbtl8vZurkVc46X3t211NS6aGytmKTc0zu3YwF5UGEAP+4nqujQEQ5eH1FJ/bU2Nv2ygMdb6rAZAaWXHdWbaDP/mOpFSTNG0cOtNOSPBqM2eiPB3OO5e6mqdoEyAIWLI1uHg6z8peNl5DlYT9XTe6mvPhApQzDbVfIYCJdDUt4udrT2YavfTZm7iZr/e4DP7qyIf1mpyqekppWS0aRe2sza7Q7mP9xIwz2xZ2f84eb3evCSjynfAJZllKm+NGIePoUm2FVFFQAWln097hVI53eq2HPWREF0VBWpfKTHQ+eWevbf+DjNzTa8h+qprW+jrrkSa+wDK1aaz4X8e9bTek/UB8faWNmoxLYDTA1vN03f2oPp8WZarV46/rWW2sBGdj6idrYnntuxSsckwX4sv28Az7lACsej4NhVQ5OzmMcfq6PcrIdgAPcbe2j51lqKNjRTuWD8xMaVWxTHrpVsVhJ/Y+B4G7VPuijb2krddb201dbTFGim8X71p+Kk3xX9gbebpto9mP5xK62fUejYVEvtpTqeWm1FH7d31AvfN4DHC/mFBRgg8tJPfgU5n6mh/vXFNGxuxZrrofuH9dQ0eGjeugyzaiCbThmHg5iuqIp88mf15FK9FtI6P1PyXrVQ/kRqjQhhKkGiGr+C52xcm96kulqr6I19zvgGgNjn2Ed3z+DuoL6mh+KmBlrnRR1zUMH1XBMbnlBo3laGmYnBn3Legz93/Jls/0Zr3FHEBaZBhYF+E+UtWyhTvY5VHG6h6pgh5kM/saXmPdxE7TMmHm9qxaZ0UF9bS9u3n6Ly9vi7E7TcY1rFv+eTCjrZW9tE3xe30lyVj2N3DfVbAjRvThDbxd4nkfs72SnXyu8bwJNXNh6wJ3unxZx7UyHsqA6/5bEsY92t2vORPPgf7KHjoIHl28rCJ9K2ispFf8uOTielqi/EPx1Ft0Db9zuxJQz0HbSt7KE4upZ1sJ4WqscuvsnTAOaUsL4lQXB1rI2Vjcm2dbK3sh6lMEHqgw6O9BaEz48eIB/bI5XYX9hBzzsVlCbKE6R9bosebqX1YcZeHoujXwb9ncm+acqMPpzDrdSTbHxTOQ3fLcU0GpTF/j3oxPE7AAfOoI2i6AdV5EFpeaiRdboeHDeVsW6BEVNRGcW7w2Wb9tXv7uDJXX1Y5lno2/UkHUWNlE1oGB8PJsMBUzWtkZYax64dKgkWUd7SSnl/Lwd+1kHX2x6YY6VsRTmlt+dDfyddKntZVjSoPjw96RzLW520v1nMum/bMOrA+OCjLO+soeO1cqxLJm+vvVa5D++n97ZydtqMgJGyrz7AgYZNrH4l0uo5odI5NTxuF5w04fKVYjo5/qCPq7C+dYBtL1mp3lkZrkwD6PSYF1bSUKWw9t8OsLhNw3UZR6Hn+U4My5oj16eNVauK+dtdnTjvV08/ecs/sGT83+7/ag+X8cJ8ID9Sxl0cfdhKcVzFMaqCFXlWVrdEt6Ylu2qd9Lzkxb6mPNJDYcK+ppKjq3bQ9c4yKm5R2UVDGZdUtUZaMCOV6+c2U3UQ1AKryaR2LaR/fv50uWh/oooO3cTehfEyjxL7LoWP8J5Jz3glY7SXcuIz2RN7K8UGpqcPULW+L1xhSDCcJ86S8ffJuEgr/Bg3Xc/1Mn/lTmz5QH4Zq+4/QP2LR1l1e7FK5VzDPTaVJgTGE++3wGuH6PA/QOMDZvQ6sK0oZ/7aA3SfLmVZol6utIRHo9jS7sFIReS6v3kZjTXhc+95/QDtv+zCeR5Mt5exbEUp1jngOaj2lk9N8uD/VB8ObJSNFZYeS1ERyisuvNfAY8aQW4BpsIPN1R2qfx/vgldhr6bBXUXLQVuCmqSVyvoeVn6nk9bvlsLBeqrc5exbY0ojjQz1u+gbLGLxjVOf9JU+t/pFlWx0t7C9Zi1tuQb8Pph7/0bWL1JvQfioeV7YwyFDMcUf6+DJ3Taa10QNM4h6UDqfdkJRWbhyl2th/i0KR99TSKnZOhhAOdtH9y/3sue/zjD/kUbqvmTC8/w26mv+lu4HK6m8rxhLoRF9bCtJIIVxfIPdbPtWG/qvb6G5yoT/ZDtNdbUMNO2k/DqY+BBR64DUxuvqQ7llMZaxYM1M0QLY/7YLlkzd92hjQP9xE96Do0FYrNEhD7GfK7iOuzHdNn/81N5UhI0uCr7VSsUtKVY603G+i46XjORf103b0yVY14y+5OMrrJ4TfSg3LR7vto5ivHk+lsEjuPqhKFIhD/d+uTHNUauMmTDdFdsKOMpFnwNsD47XTPU3z6do8Aiu86g+GeJashJScDk9KmW8A+dpKE41WIjqIU3Uq6dFumWsZrxyHRtYTSLlayHN83OsjZWNXeM9JgCFFvRRs/3CLekJ7oscPQWFXjr+tYoO4luq1Yf9ePGcBfd5L+Ad76FUbZ2PEQygXCLyLFbvcUi15f+ju2cAcxmNzQV0PL2ZKpVhP1ueKEFlEKQmHsdRPJ8sDg8jSiH4NxhNmF7ZQVW1yh8LTdhHD2vQRd9ZE9abx19uliIb7HLioniKIj4DxkIT3WO91LHUrqcEJlSKJt5vrrd7YcE6LKPnIX8+1kIPfS4FPjl1DVSq1yKQ+D2TionXvfKbbdT8SM+j322m+gZ/uCepfoAt28vD98nJdjZXdySPd1UkD/6DCQZFBNPvqlMz4aHjTvUhNT4OK1k33WScbg/WNQ1YVrbQeWeCLs0FleyjjZUrV8ItlbR+15p2GoHevdTs7gH06PWBqJjOhDnfBXklJHqkuA8fwrmgjMcTXUB5VhbbBtj+Hx0U/0tZeNjP0210zymh8dPAiSQFoPHcBk704cSJ6USA0huiA/nRVprRi95I0UN1ND8U2W9QwY+C53gvkW6KtI21MKbSAhu5ISA+QPD8poX63R5K6uuoNFnZXNvEhsFVrF8T31fi98VPbnL8ZANVulTa9Vx0th7gzKIytrbZMfs6qV/ZxuKnGvnpEhfdL3XQ3uqlvHFZ1MPOg8sJ+Fy4sY2/MA63UNUbYAAzY0fu6qMnYKdhiQk9oJ9XwuJbDnDE6YE7YeJDJIW2/dEym2Qegj/BBLGpmlwc/Vywvhb/QjYV2qPumdjrLnY4TqoUlA8hf1bUtZlrxIiC/7La9mrDqExYvF1sq+6ePDDt76alYQeuexpo/qKbbZFrsHp1CUUqBW+6eT7Gp/twKaWYYt5dyok+XHnzWRX7/Bnr/UpTonpnsqEiUfdbnLHrKXEZH/q/VfTkkvDedr/VCyj0vlmJ9dbRHtIEvXoAFFF8Tz71v9xPmbUcyywP3bva6P5kGc2fVs+mpjKeCmleC+mfn5KYHpOYv6q1pI+a0But3lId580eugZBeakH58MV4R5KUG+dp4uW6t6o+9mI+XY7ZSVqb0Urlfv2UZn4myf4SO8ZCM992mCnfPJNw4IezpwElyU8FyElPgcdzzkpWlEdVZlQ7yFJOi49SvcPqui+q5rW+xQU8jFGBbN6oxEGD/FkdQ8GYp9p6d9jYz3WqR1tYsEAyqUBPKfcYLZhiblP/D4FjMao3go9xrzIu/s54iuLqpXkqIpRnPSuxWhqjdYT32kTuf7QQ+CuBuyFekCPpWQxRfuP4OwHG2i+ZpMH/+a5FHEEdz9jk2M8bhf6m8sxkeZQARUTHjpuSP0hldpFDUwyScdKZb2FlZMN3UkqeRp6WwWttgrVPd37q+gNmtSDrLMdbH9WoXTj4iSNzPnYa58i/4V22tZX4cGI+e5VNG+1Y9ZNcn40nVsvPS/3oM/V0/1fR1h1V3SAGBVovtlO1aao7rizXkwLS7GawFg4n8+akgX/Hrq2bOaAG0x0sLm6C/PtpVjOdrA/307D1vXwUnQLrHpLr+nOikjAMTFACBxvY8MPnBTXbI2M9yylodlE+y4HnhziJhkWFJjgjEIA0BNAGYTiNc1UG/eovMhi6IpY1tQw/u/oVpp8C/aHqrE/FLOPu4euk3r0+g4OHSujckGkrJZU0/plN/XfjAp1LPMp1rfRdbiM+Xeb8J/s4shb+Vj/t8ZeqBQfIqYbLehPnsETBJMOwIPbBUVfmKvte2NEPxc8k+Yr0XWX3GgDwrgC8k3gvRQVWfkUFIwUzEycjuowqofVW+/HeLtoWr8X5cEGmldYMeqsNDxVRNfP9tLltFOkNifmljLWLaqlZVMbjz+2Clv0+OVWB8WPbZ2ilrm5zL0Vjrg9sCByXO+dwaW3UH4D0B+/h2lpI/uWppJ2uIzDLcKRtAe9eDCx/F9aWfbJBL0rPgeHfq1guUnPoZ93U7bWT1sKLf9FDzez5fAB2r9XFZmMuIrm1fbEY5GnoIxd6Q77SftaSP/8TAywRxuhTJT907LkWVMZzqWcB//Z+F618fvJS/fPD6F/sJJlx9rYc6iUxgcTPFEWVLJvX4LwKXYoaYIJmWrG8vIR3TPR5TRhvhbqY/pHnzuB17voQg8vddC9wop90kZbBcfTLXQaymLmdySak6ESaEcqYKqTUX0DmHDj8QKjrc5eDxQuZ2PLMswqz7R07rFJJ1RHHU98q3n8e940z4b5ugKsX7RiiUmhoMAETi8Ko+/0cG9U8Zpmqu/SJ6iIJo8/xySbxxl7JCqt8UkbrfNslG8wY4qa52e5rRj9j7ro/uJ87Df4cXUdwTnHSmWGDRHJg/85xTxg28Oe/3RgX2PFeLapSGbDAAAgAElEQVST9peMPPCExq79YADlrAtPOr0uwYBKQ8cU1R4BFlTS8NrK8NCdO2P+dqyNlc/OpXXfvvCwn11mlRnzk6SRUIAzZzww1xQf1JztZtumdrzLNyacaDNGl4916TqsKb18o2g4t0pvO22OYqq/X4KjoYknD1rVW4DUuuOWVlJpaKfqB+10H0z2YjRRsiF5y61yYzGlxebITZ1eS6/+9kp2/hj00cU6x0b5BhsA7qJSSikY+5P5M3byn+3g0IrPUnK2g47zNipv08Opyb4pweoEhYx1oY+Jahntea4d7/2P0/iJ/WzYvofPbq1UGWsZkWdn/feNHPjZDmqei4z537iV0nkkCAJUBAMJl4FL6NbFPHDdJtpfKKNxqQnlWAf7T9pY9U+pdznG5SHd50IgEN/TEDdpKx165ttsDDxzCMcDlViN4Hmpgx49FPx7FT2Q8pj/QCDm+oqVX0LdnpgrNs9CydcbItexAdtX6zDPKYjeieLHdtJ8rJOu55poi1q5pOL7lXErl0xoXQoqDPT7MUSv2JKwdyef4vts7HmmA8eSSqy5Hjqf68K4dKPKSzHBNa4m8n2fvcuO/98O0f3lIux54Pr1fno/WcqqhONwwwFPl7mc5g1mOh5v4slXt9LY0kryln9AZ8RyTwV19mUofgNGY+SkBAMolwpY/Hgd+glDKtMrY9XDTHfYT9rXQjrnh+QBNg7akmVNQ8+6+1dPst1RTHV1KcWf97D2O/Vsm7WR9fekOejlYyXUtdkxzIr8W+XeHlsFTe2dHD6Cj+SeiS6nifO1kvSUKA727O7B8rVGyv5QT8v/66RoY2mkMUVFUKF3zwaePDyXyq0VE+eoTWLC6nm+AYAJvS1jAWruZyle4qfl190sq7JjxEXHf/Zivm9V4iFLadxjmYzUmPw9Hx5ONHpQ5s+VYn52Px1v2ymfB8pvDnHIZ6faluaog2AAJRCzz5wS1rfMnaQBepJhP4kqs0GFgX4zq6JW+zHevZ7m3AO0/7CG9siY/4bGUixk1gA/yWo/+dirN3JmSxNVa40Q1GP7emMaEzmiWhyCgM6I+fYiFv+vRMsjxnYBAkYzpWvUT7nzmSpaSL78VirGhu6Yo1/sDtoaoWFfpMVxaSOtB+upP1itGvCqp5GMn7lL6mj4RNSDKxjAfbiFpl1HMS7dyJavpHlcgch6vh+4cZ71w6VkG6dzbhVcB3fQtLsPe30zxTcYsT6+nKaGGjacepy6BA1I7sNtHGLu+E059gBP7cWovN3F3qcPcNTtx5AbuSqCRsxLyqlcEbMU4Pkutm3qxZbCODu9Hhh00fWzvRx4/QzkGgA/fp+BuQuXUfFI1KNuXjmNa5rYUPu37NWZKXu8MdxCM2nwH35YLT7rwHHehPV2U+IgHiDopWdnPS1vllD3pA1LbhF1ng08+a02ShYQ3yUxKs9MkX0Z9q9bMU220g7RLZPg94EhF0yL1lGezthEXREVGx+lZcsGVv9SDz4Tpf9Sl0LL1ag0nwtqQ0rm2KhcodbTEO4VJK5lf3L5S6rZ+N42nqxZi0EP/jmfpXJz3djyt2qt0tHlOcr68BbW3ZXCF6p1NUckWjnGtKCU8gWlkzZ8THjRqk3ST7bvkmo2vtdEU/VajATQL3iURtVnrMoLefS7Ei09uKiSxkfaaPnWatp1oBSWUPftMvXgIuihe+dmth+bz6Mbw0M3KjeuYnNtLVUnqml8LLa9T13ccnjRyyOqDbFKsYxh4pjfjOYfpHEtpH5+Rmm/JyDRczh2CcsAzmdq2fRLI+Vbqyk2ArdU0LxZz+bvbWLvJ55Ctf870XFHB0Gj11FMi6vfCxC9io16wPVR3DOjwVxsnsZ7SqKG5CguDmxpouuGVTTfa8F0dx0ltU3UNA1Q9/XyuMZA5XQ37f++nS5lMdXN6yhOcxy5X/HgWZCskjRKT/HqRlbtaqFqbTt6FExL6tj44OQVt5TvsTTe06qCCq7De9n73FHOYMCgI/wOMVlZ9tgWSuZFtjOXsbHOy5PfW83aXAgYbKzaXKmyqEA0lfgTE0UrKlUqHUkaoFNZUStRQ1Vk31gF5iIWr7Dz6GRxRBomX+ffWET55t3pt7JP0uLQl+b2ai0UamuyaxMZuvPsEYrGRlRbqdw38WYxLW0k8UgPlTTS7Kp8wN1E7QEjqzbvpHTe5M2gcevhzynCdqMRKMCyoIiCRDuOSvncGjHmWyhvWjcWCBnnLaNxRzHOD/LJT1D/DK/33sC+ltaYv1hZ1bYbZqnuFubroa1hL4bHmtm5KOrpEfTSs7OGmu3r+HFV1AoEqmu+A5go/e6+mJWP3HQ8sYGeLzTTvN08Ptk2knb9buOEtE3317H7/iR5TWKgt52mVNbh1eVj+cwy6h4pwWoEMGJb3cqPH4G+n3SScD2lROsCx7acqZbDOE/c5Nj41a4mKLRT3awh0knzuZB0SEl/J/vjPlT/TZDUGCn6SgM7v5LKtsnLk5R/pkqtq3lii3Zm3eVaGCn6SiO7UyqH9NO2LK2mOcWeSsVvpboxKuApLKXhKWvkuZNKGSs4jzvHV9HJhYCrDxcuTK7xeUvpl3GaY35He5GTPgcmvxbC0j0/ie6J8DEkNfoc/sdWdi5MtoSlnqKVW9m5Qo8xKjox3lrOlj2RN0zCH0JUOW61ICjZynkxAddHfs8k63WcsJRjAOdzTew3lNNYE2npN1qpbNnK/F37cfniR/8rzqMo9zSy835Lgt9aSIHqUp8Qd/xGC6WPNSdfKTBOavcYkOQ9nRr3r+rZ0FNC8/fXTZg6GDjdwab19SjNzWOr6OXbKmhsUx9yHSfpewkccb/vlWToeVCZODdPTZLKfuxcV0gcR5juq2P3EkMKv4kSb/LgP1tEhu5sdmWwlF9sGukOQ7i1gZ/em/rmY8tvJuDJdFJGFNNdy+Jrv3lmivJIfYhJFH1eiper7squDjRxlR19wkk3HwXTXSXxc0a0Hr5OjzEvg7Lrd+OiE45VYp3ypcxEOtLrLk9juFk6K2tcDToTpY+ti/989LmTQvDv/lUT298upnheD21P9zJ/Bezf3YN1kZWe3dvpmVdN8ZxMhyRMzvFaJ0X21j+jH6M0YIidC6PTaw9Op9i1e8/oKfraTn4a+7HOjP3r4eV4PI6JfzLdW43aQj1pUV3qc2qkeo/9eZmKpT5TnGOQjN44obKdjoyCf+OEsdfpmDg+S+v2SZewIslSnwsq2adywqxr9jFJO8jUpnENS+vc5ugpKCyIq61Odn6STsbOLaZys8Lepzew9oej3c1+/L4CLPdW07zCNrH7K2ZJuuTfZabsiS0YftRC1dqBmGE/FTSuUlvTOMaCSsKNZm68S0tJ1M0y2XK0k/1qJMDc++qoYy6o/Rh5WsedmCG3ANPHoyo/N5TSuC+99p9RBTHzJlKX5nNB9bqbbCk57S196T3vwhPUCnKTHIzBiKmwe/xHWyYwYUm2b0JaVztKUa6Z4qXFmBN1n0/290lof6fE8xzcQO2vTTy6cT32PCftjZtYuxYsyzfS8BUznudb2FzThNJSR4nG6Sop5gS3q5TyNUlC/6m6FlTLf5J7ItnqXqrPYbQtYWkwYiqMub2THbdKC2hCCd5BqbnC94zacX+ENMdJcYyYi0spvnH87kz7HpvsfTVJ5cr8YCNb8vbS9q218cN+mhopSfViLJhP6dKEr+04BqMJ04QzONl7ZpJyTXq/x+87WRwRv4DF5KaFQqFQeruIqyagTJxUM9nmqY43F0KILBDwgV5jxUSIj0Sa7/lrjdxjfxok+BdCCCGEECJLaOokE0IIIYQQQvzpkeBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBfwoCgwqBYBo7BAMogwEggOd4L46zgZR2U4530Pa8A0VLJse+89rjPtxG22H3lUqd7t1tdJ9ObWvvS9uoau7Cq+Wb0joOJ+3VVbS/eaXSj+FTUHzadp1cemUshBBCiGvXdO27OmhbuRnq91G5ILNMeA7WU9W9mNbvlmKK+lx5u4u9Tx/gqNuPIdcA+PH7DMxduIyKr5ZgyYtJ5/V22p7rxv0BoAOCwHVm7CsqKV9oIi1vtlP1A6husXKkMs3jPL6H1Y3QsK8M98+aOGJvpXFp5PuDHhwvdNJxuAe3YqLonhKW32fHnAfKqR46ewyUfcmKMWHiTtqrW+AbrZTfqvadlVijNx900/1iB0dec+BWwGi2Umwvo/RzZoy6mJSfqaLllcSHZXmokfX35Kv/UXHR9fReDhz3YDTbKV9Tjm1O+E8Dzk46KaZyiXnCMXSrpRNUGOg3s+qpRkpvGP/M8UIbBw468cyxsuyRCkrmjZbQAH0HO2FhJfZPEjlvailbWLZxPVbfAJ5zAfyqB+HF9boL5tmwqBxm3HGoflf4e0rm+FHOeoj7okE33S/up+slJx6jmeIlZZTeb8WkUyun1DmeXs1mGti3ZvTsJyljAOxUt5RTFPXJ6P3mOG/EfHc5j66wka+DuDKeLC+7VsbkRQghhBDXiuTB/7E2VjZ2kV9YgCHqY3ts4DkpD53fqWLPWRMF0VGtZRmNNSXqu7g7qK/robhpCzvnRe0UVHA918SGJxSat5UxGiZ5DzdR8xMjj/6fVuw3RKXT303LP9fQ9LWnqFuSIHBFpQLiV/CcjY/dJjjfxbZNB3BF/un3evAuaWDfokQ7eOneWsP2y+Vs3dyKOcdL7+5aampdNLZWkDh30RIElWrOdlK/fj8FjzzOo5vXka+HgNdJ165NrO1cTvPGUkxRFYCih1tpfVgtofD5O+JL9KUeOrfUs//Gx2lutuE9VE9tfRt1zZVYc9W2L6K8pZVytT/1d1L/zSMTPnI+U0OTs4yt26rJd7RR09BE4PtRlYNot5bT2hJOWS0I9SQ4grAzdG1pClf0UjkZUd8VnffASILtg0721tZzZGEdW5uryR9x0/GvtdS88ShP1dmTftV4xczPwFkv5JsoyIXRykZ81TZ8ndhSrbT2d9LUsB/L4820LvDSsamW2kt1PLXaij5u43DFv2ssDxF3VdP6cFHc1kIIIYS4dqTQ8l9CdUtMa7JGlhUN4y3gUZIHZKk54+wlcGfdxMAf4AY7i+9socl5BpIE/5rMKWF9y3jlpXf7Sto/kaSHYdDBkd4Clm8rw6wHyMf2SCX2F3bQ804Fpal8Z78bF6CcdMMCI13N9RxwAb4BILoipdC9uw1lWTONS8dbkvX5RZTWbESpraHtN3bqliTuY0jZW520v1nMum/bMOrA+OCjLO+soeO1cqyq6U/S8o+ZxaP/9vVw6PkAD2yOlJltOeW3reXAYTely5O1kCt4+wG8KJCkJ+Uj9E4PXeftrHsk0qKuM1P298vpXH8Ex6A9aeVvvGIW6XGrap0Q1DsyzJqzsx3nonVstBkBYyRfHfSssGLPU9+nJCYPQgghhLj2ZTDs5wozl9HYZGTv0xtYqzLsZ8sTJUSHfvPvKiX/e+20LTKx6jNm9DogGMD9xh7au/Mp/fb8K5xhJ47fgfkzBVf2W369H9ecfAzPbqdzUSOlNa3hkP9YGysbo7d00dcL1gdVAmSdmaLboN3pgiXj1TrHrpVsPpyPKd8Qvw8mLLlqn4PX1Ydyy2IsY63AZooWwP63J6Y/Lo1W6dNOerGx7qbRD/KZf5sJj9OFgjlxUN/fzaFegEN0nbVTVjjJ92Q1Ly6nQtFdlvFW/k8WYWM/fafAfvvVzJsQQgghplLGwX9XaxW9uVqGAsU42c7m6o6xoUD5gHFeCes2JhgWFEN/eyU7v++g88X9NP3EGelNMFF0VzEV36/EqjZEJIrnrAtOWvAcb2fzD7tVWtIn8WYPXT4762x6cAJ00VLdS+A8mEdHdORZWWwbYPt/dFD8L2XhYT9Pt9E9p4TGTwMnkqQfVHD9oolNL5hYta0O88ENNNVuwPNYNeWfMasMzbAw3wb733LDgpgKQNCN8w9g+7Il/nuWVNOa5lhtf4LJ0JNNkh69dtSMXU+X/SgYMUZtp5+VD442NlS3A37izpTi4sC/78Fzfx11udtp2tRCwebq+F4hLQ63UHXMEJ7/MGd//LC4Qgv6qGn0E+6PW4opmVNP29OLmb/aFh728x/7GbA9ijUPzqTy/ZGeH9weWJDmPJaE/OH5MXECCT5PQaScZCiQEEIIcW3JOPifsq7/m8ppiIy39760jaqfuybdJTzeuRL2RIa+xPHgfKUD5ysdkc3HKxYTBJ30dgcg0EWX8uPwOO64lvQkgh469naQv6yZ4rEgtYTqljLc36lifAR7Pvbap8h/oZ229VV4MGK+exXNW+2YdcmGPwVwPrOBTa8XUbm1mpJCYHUrzQvaaXvxKJ7PmIlv3zdif7icju9sYtusx6m8ryhqzP+T7NeV03j31AyGMd1oQX/yDJ4gkTkEHtwuKPrC3AR7WKnct4/KVBIvKMBEH95BIDL8xHveDYvW0fxYMfrRYTARgbcPUL+pnTNFlTSvtmGimQb9Zpq+uZq+jTspy+hImVg5OgaTDYubeH8UUfFkM5Zf7qGppg0FE9aldTTfbyWf1IJ/9yuHcOr16J/vxHl/BUW6RFsaMBaa6N5VRRWR+ShE9+qMTkwGMGG+WY/L7YHR2QP9blwUsTj9ucdhGiqRQgghhLjytAX/PoVAfFNz+oIB1eUJ8+9ZT+s9aaQzOvRFI88LeziUX8H6FT1s272HktvTmOMQ9NDdXE+7rpLmv04hUtLlY126DuvSdHKop+iRVn76yMRPTQvLqVsY+ceNJdRtgAnh9k3L2LKjmO4XO9je0BK12s9Gdqqs9mMwmjC9soOqasA3gMfLxFbtRK24ty7mges20f5CGY1LTSjHOth/0saqf1IZxZ5wNZ544db/Yko/2c7+X7uwf8UCg90cOujH/thnVXo7QG+2U/Evdqy3jLaKG7F+ZQs/XRYAvR7PqZS+eoLAoBvX+TQqSsEACRddNZqxf6UO+1fSzwdnO9n+rELpho0U/KSeJ3fbaF6TaGWoiZOqw5OfEwfkVvsDGJ9op/OLjZQWKjj+cz8u2yoen5NG/oIBlCl5MAghhBDiSkkh+A8PXzEA+Pz4cw0YjGaWfSP9NlTXc5upOhj+f78PDLlgWrSOcrUAo7+T+m/uwX1DQVyQGg5MSyYsa+l9aRv1b9jUW/aTUHrb2Py0h5JvP0DxrcVUvlJD0yYDdV9MYefzPexoaOHIJ8pp3DBx5ZyUBCJrs3/gxnnWD5cm2yHBqkkwoUwmHH+eGftD67A/NHl2Jqz2E+n5SGmyt66Iio2P0rJlA6t/qQefidJ/qcOudiJiV8hhsqUhzZR9uw7vv21m9VojBPXYHmmkclGCIDPXhPUWL13NVfR+JmppUn3qQenYcKQgoAtXmIruKqNYfevx+2OU0UzpmhSqoz4FJQDKeRfu80YGkm17voeWTW147mmgbkERxn+qxFHbxIZAJXWPZFL1jbilgsavt9D0ndV06EApLGXjhuSTkMeHbYXn4hhyjZi/XJ1574oQQgghrpjkwf+CSvbtSzQ4w0FbzCeeg/W0UK2yoo+J0u/uS7iajedgogxYKH9CZUlHlSE5/qTrtyei4Drmxlq1lcrb9eF8bmzGdNjN3Pyjk++eW0DRikYqlljiKygq4tbRn1OE7UYjUIBlQRGpThVWXTVpQplMtsZ7lKkak11op7o5+XKVms2xUbF5NxUp7+AncM7DgMrSpKaljexL2OuSfDiSwxnzQVr3h3d8ZaYIo9lKkUkPuXOZX5TsHHjp2t6Cc8F6tq6OtPQXltLwlJkDP+jlTM7UrGZkWlJN85JUtpyknHbFfHCsjZWvFcu6/0IIIcQ1YEpX+/G4nThdvXiWlqqsO34tMmL9WsPElm2dCds9JjiWQvBvLKIkjeFJidfRD/NMxZqn4W9KvI6+KvXKgqkQdlRXTfww0bwJMYl8SiYZnuboTbJv/U/j982zsmxD+OqdsNSn6tAqEyYiQ7qiZDxRPwUetwteAMca65QsGSyEEEII7TII/sMTCqPHO1jX7GOflpRyCzB9XD9x6ESOnoJCLx3/WkWHyj6mQvuE7Q25BZgGO8IrBqlJt4XbYMRUCOqLW04iavy9W8v+iTOF/uMmvAfHh09Fiy2T1KVbWUhPQVEppUn6NSb7+ySpM39pKRN3T15OEye7ps5gNGFKuYTj74+PjMrQqsyolXFiseWUvLdFCCGEEB+laaFQKHS1M3GtCwwqMMsY/u2AK/k9Zx04zpuw3m5Sncwq/rx5T/biwoLtJg39Kj4lbklUIYQQQohYEvwLIYQQQgiRJXIm30QIIYQQQgjx50CCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0y/2hkQQmS3UChEKBS62tkQ4oqYNm0a06ZNu9rZEEKIMRL8CyGumlAoxOXLl/F4PASDwYyCpNEKRKaB1lSlM5Wm8tiupeOCa++8TVU6OTk55Obmct111zFr1qyM0hJCiKkkwb8Q4qr64x//yNe+9jUKCgrQ6/Wa01EUhYsXL2IymZg+XfujbWhoCK/Xy/XXX8+MGTMyCgIHBgaYPXs2ubm55ORoH2V54cIFPvzwQ8xmMzqdTlMaoVCIixcv4vf7MZlMmvMymlZ/fz/XX389BoNBcxmNjIxw+vRpjEYj1113neZ0gsEgFy9eZNq0aRQUFGhKYzSdS5cuMTw8TF5eHjqdLqPzn5OTww9/+EMJ/oUQ1xQJ/oUQV81oS/SiRYv4xje+QV5enua0jh07RkdHBzU1NRkFW+fPn+cnP/kJDz74IDfffLPmYBvgxz/+MWVlZcyfPx+DwaA5nV/96lccOXKEhoYGzccWCATo6urC6XTyD//wD5rzMjIyQjAY5Hvf+x4VFRV86lOf0lRGo70+tbW13Hfffdx5552aK0hDQ0McPHiQQCDA3/zN32hKA8Dv99PT04PH46G0tBSj0ag5+B8aGqK2tha/3685P0IIcSVI8C+EuCZMmzYto0B7NHDMNJ3RYC8nJ4ecnJyM8zSaRibpjMoknZGRkbHx51NRPjqdLuNji95vND0tcnJypuTYRtOJPm9ag/+cnByZyyKEuCbJaj9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQoiIUCj0J5XutZCHqUr3WiijaNdafoQQYqpMv9oZEEJkt1AoRDAYJBAI4Pf7NacTCAQyTicUCjE8PMzw8DB+vx+/38/IyIjmPI2mkclxAQwPDxMMBvH7/eh0Ok1pBAIBhoeHCQQCDA0Nac7LyMgIIyMjE44tGAxqSmt030yPze/3jx1bJmXt9/sJBAJj/w0NDZGTo62NLBAIEAqFpBIhhLjmSPAvhLiqRkZG8Hg8HD16lNmzZ2tO58SJE3g8Hl5//XVmzZqlOZ2BgQHef/99fv/733Px4kXNASnAe++9R29vL+fOnUOv12tO5/jx47jdbl555RVyc3M1pTE8PMzx48d59913+e///m/NeRmtrL3//vscPXoUt9utuYx8Pt9YWefk5GgOtIeGhnC5XIyMjPC73/1OUxoQDv5PnDiB1+vl6NGjzJo1i2nTpmlKa7QCIYQQ1xoJ/oUQV1UoFOLixYucOHECo9GoOZ0zZ84wMDDA22+/rTlABrh48SIDAwOcOnWKS5cuZRT8nzt3DofDwfvvv8/06doft06nk/Pnz/Pmm29mFPyfOnWKCxcu8Oabb2rOy2jL/4ULF3j77bcZGBjQVEahUAi/34/X6+XcuXOcPXs2o+Df6/UyNDTEW2+9pSkNCAfsbrcbRVHGriOtwX8wGGR4eFhzXoQQ4kqR4F8IcVXl5OQwb948li9fnlHLv8PhwOfzsWzZsoxa/i9cuMDg4CD33XcfN998c0bB/wcffIDdbsdisWTU8j9nzhwcDgePPPIIM2fO1JTG8PAwL7/8Mn19fVRUVGjOy2jL/+nTp3nooYe48cYbNZfR5cuX+f3vf8+XvvQlPve5z2kO/n0+H3l5eZw7d47ly5drSgPCLf+vvfYa/f39/NVf/RVGozGjlv/f/va3mvMihBBXigT/QoirKicnB71eT25ubkYt/7m5uej1embOnJlROpcuXcJgMDBr1ixmzZqVUYv9zJkzyc3NZdasWRgMBs3pGAwG9Ho9RqNRc8UmEAgwY8YMcnNzM6pkjYyMEAwGx/Iye/ZszcH/6Lk3GAwYjUbN6eh0OmbMmJHxuZ8+fTq5ublj5yyT4N/n85GTk6N5fyGEuFJktR8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJaZf7QwIIbLbyMgIQ0NDfPDBB4RCIc3pDA4OjqUzPDycUTo+n48PPvgAr9fL9OnaH5OXLl1icHCQixcvotfrNaejKAo+n4+BgQF8Pp+mNAKBAB9++CGKonDhwgXNeRkZGWFkZARFUbh48SIXLlxAp9NpSuvy5cv4fD4+/PDDjNLx+XwoioKiKHi9Xk1pAAwNDY2V0cWLFxkeHmbatE9BkkAAACAASURBVGma0vL7/YyMjGR0TQshxJUgwb8Q4qoaHh6mr6+Pffv2MXPmTM3pvPvuu/T19XHgwAFmzJihKY1QKMSHH37I73//e4LBIB//+MfJydHeQdrb28v58+eZM2dORpUIp9PJ+++/z+7duzVXIoLBICdOnOD8+fOag+xRIyMjvPHGG0ybNo2CggLNAXIgEOAPf/gD06dPx+FwZJSOw+Hg8uXLXLp0SVMaEL4WT506haIonD9/nhkzZmjOUygUyigvQghxpUjwL4S4qnJycjCZTNhsNoxGo+Z08vPzGRwc5Atf+EJGlQiv18vZs2e5/fbbMZvNGQXK77777lg6mQT/oVAInU5HcXExubm5mtIYHh7GYDBw6tQpPv/5z2eUl2AwSF9fH5/97Gf5i7/4C01lFAqFGBoa4vXXX+eOO+7gjjvu0FzRGhoaYmhoCK/Xy8KFCzWlAeFKxIwZMxgYGMBmszFz5kzNwX8wGKS3t1dzXoQQ4kqR4F8IcVVNnz6dwsJCFi5cyPXXX685nZkzZ3LmzBk+//nPk5eXpzmd999/n1dffZU77riDm2++OaOg/X/+53+44447mDdvHgaDQXM6H3zwAUNDQ9x9993MmjVLUxqBQACfz4der2fx4sWa8zIyMkIwGOTw4cPceeed3HTTTZorSJcuXeIXv/gFVqsVu92e0fCh9957jwsXLlBcXKwpDQhXIoLBIP39/dx5553Mnj1bc/Dv8/n46U9/qnl/IYS4UmTCrxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgS0692BoQQYtq0aWP/XQui85NJnkb3nap0RGJTdQ3F7q81PTlnQohrlQT/QoirTqfTYTAYMBgMmtPQ6/VTFnBNmzYNvV6PwWBg+nTtj8np06ePHVcmx5ZJHrLJ6HWkVSgUQq/Xj537GTNmaL6mRkZGpAIghLgmyRtFCHFVjYyMcPr0aV5++WXy8vI0p3PixAlcLhfPP/88RqNRUxqhUIgLFy5w4sQJXn31VU6dOoVOp9Ocp3feeQedTscf//hH9Hq95nSOHj3KW2+9xS9+8Qtyc3M1pTE8PMyxY8fweDz84he/0JyXUChEMBjknXfe4YUXXsBkMmkuI5/Ph8vl4uWXX+bChQvk5Ggbierz+fjd737HyMgIXV1dmtIAGBoaoq+vD6/Xy4wZM5g1a5bmAN7v9zM0NEQoFNKcHyGEuBIk+BdCXFXBYJDLly8zMDDA0NCQ5nQuXryIoih4PB7NATLABx98gNfrxe12EwgENAekAO+//z6zZ89meHg4o0rEuXPn8Hq9vPPOO5orEcFgkHfffZeLFy/y3nvvac5LKBRiZGSE8+fP09/fz8jIiOYy8vv9KIoylqdM0rl48SLBYJBz585pSgMgEAhw8eJFzp07x+nTpzNu+Q8EAprzIoQQV4oE/0KIq2r69OnMnz+fhx9+mOuuu05zOkePHuXSpUt89atf1dzyD+FA2+PxUFJSwrx58zIK2r1eL3a7nU9/+tMZDd156aWXmD59On/913/NjBkzNKUxPDzMK6+8wrvvvktFRYXmvIy2/J86dYqHHnqIG2+8UXMZXb58mePHj7N06VI+97nPZdTyP3v2bIaGhjI6tqGhIbq7uzlx4gT33ntvRi3/gUCAV199VXNehBDiSpHgXwhxVeXk5DBjxgxmzpzJ7NmzNaczc+ZMDAYDs2bNyigdRVHG8jNr1qyMgvaZM2eSm5s7ljetRucezJw5k5kzZ2pKIxAIMGPGDHJzczMqn5GREYLBIEajcaystQb/OTk5Y+PrjUaj5nR0Oh0zZswgJycno2OLLuOZM2diNBo1B/8+n4+cnBwZ9y+EuObIUp9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0y/2hkQQmS3YDCIoigMDAwwPDysOR2v14uiKFy4cAGfz6cpjVAohNfrZXBwEK/Xy4ULF9DpdJrzNDAwwMWLF7lw4QJ6vV5zOoqi4PP5GBgY4NKlS5rSGB4e5sMPP+SDDz6gv79fc15GRkYYGRnh/PnzXLhwAaPRqKmMQqEQQ0NDXLp0iUuXLnHu3DlycrS1Rw0NDTE4OMjly5czOja/34/X68Xr9TIwMMDQ0BDTpk3TlNbw8DDDw8OEQiHN+RFCiCtBgn8hxFU1NDTEiy++yIkTJzIKkL1eL++++y5//OMfmT5d+6NtaGiId955h9dffx2j0ag5+AM4deoUr776KkajUXNgC9Df38/AwACnT5/WXBkZGRnhwoULDA0N8cYbb2jOSygUIhQK8dZbb3H8+HFmzZqluYyCwSC///3vcTqdfOxjH8sonffee4+RkRFefvllTWmMpnPhwgUUReHFF19Ep9NpzpNOp0NRFAn+hRDXHAn+hRBXlcFgYNGiRfzd3/0ds2fP1pzOH/7wB1544QX+/u//nlmzZmlKY7Tl/9lnn+Xee+/FYrFk1PK/d+9ebrvtNubOnZtRheS1117jxIkTrF27ltzcXE1pDA8P89vf/paTJ0/y1a9+VXNeRlv+d+3aRVlZGYWFhRm1/Le0tHD//fezYMGCjFr+u7q6CAQCfOlLX9KUBoRb/o8ePcqpU6coLi5m5syZGVVIduzYkVHlUQghrgQJ/oUQV9X06dMpLCzkL//yLykoKMgorWPHjmGz2cjLy9O0fygUwuPx0N3djdVq5bbbbssoaD9y5Ajz58/n05/+NAaDQXM6/f39fPjhhyxcuFBzxcbv93Px4kVCoRB33nmn5ryMjIwQDAbp7OzEarXyqU99SlMZhUIhLl++zA033MAtt9zCwoULNVe0Ll++zMmTJ/H7/Rkdm8/n48MPPyQnJwer1crs2bM1B+8+nw+DwSDBvxDimiPBvxDiqps2bdrYf1OV1lTkZSrSmoo8xebtauZFrXwyydNU5OtKHFts2lrzJIQQ1xpZ7UcIISKmOmC7lgLAK5WXP9fgeKoqbEIIca2R4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkiWmhUCh0tTMhhMhOIyMjOJ1OKisr+dSnPkV+fr7mtM6ePcvp06e59dZbycvL05zO+++/z7lz5zCbzcyePZvp06dnlNbIyAjXX389BoNBczp9/z979x8fVXUn/v8VhkkjQ+yklFnaQev4I+DHLOtoH6Z8DeyH1DW6bfojuDRWQ2vDWqj5xGahsLHZoDRtFhYam08syJpSwW0jD4m7phbiow2fQvqwcdX4oEPbjOBQyAhOgIzEm0zmZjLfP2Ymmczv3EnAbd7Px8NH6+Tec8+999xz3ufcc489PfT393PbbbcxZ84cTWmoqsqf//xnAG688UbNeRkdHcXn8+FyuTAYDGRnZ6PT6TSlNTw8zOuvv85HP/pRbr75Zs3pDA0Ncfr0aQwGAwsXLtSUBoDH4+HixYt4PB7mzp3LnDlzyMjI0JTW8PAw/f397N69m0996lOa8ySEEFNNe6smhBBTICMjg4KCAjZt2pRW8P/666+zf/9+amtrmTt3ruZ03nvvPXbu3Ml9993H4sWL0wr+GxsbWbFiBYsWLUor+G9ra+Po0aM8/vjjaQX/v/71r7Hb7VRWVmrOi9/vx+fz8YMf/IAHH3yQT33qU2kF7d/5znf4h3/4B5YtW8asWdpeRg8NDfHiiy/i9Xr5+te/rikNCAT/R48e5cSJExQWFjJ37ty0gv8NGzZozosQQkwXCf6FEFdcRkYGGRkZmoO/UBqh/9Wajt/vZ9asWRPyk26epurc0s3PVOVldHR0QlrppDdV6YT2S/fcwu/9VJybEEJ8GMmcfyGECJqugO3DEAj+JZ/bdAgF/0II8ZdGgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGUKCfyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBli9pXOgBBiZhsdHWV4eBhFUZg9W3uVNDg4iNfr5YMPPtCcht/vR1EUPB4PiqIwMDCQdp5C6WRmZmpOx+PxjJ2bz+fTlIaqqgwNDTE0NMTAwIDmvIyOjuLz+Sacm06nm3Q6fr9/7Lw8Ho/mdACGhobG0krn3DweD4ODg6iqysjICKqqkpGRoSktn8+H3+/H7/drzo8QQkwHCf6FEFeU3+/n9OnTHDx4kOzsbM3pnDx5klOnTnHw4EHmzJmjOZ2LFy/icDjo7Ozk5MmTmgNSAIfDgU6n48SJE+j1es3p/Pd//zcnT57kl7/8JVlZWZrSGBkZ4fe//z19fX28/PLLmvPi9/vx+Xz09vZy+PBh5s+fz6xZ2l4iDw8Pc/r0aY4cOcLFixfTSuett94CSOvcvF4vPT09XLp0iblz5zJnzhzNwb/X60VVVc15EUKI6SLBvxDiipo1axbZ2dksXLgQo9GoOR1FUbj66qtZuHCh5k6E3+/nqquu4qMf/Sif+MQnuPbaa9Ma+f/Yxz7GggULuPbaa9Ma+T916hRnz57lmmuu0dyxUVWV9957j5GRET71qU9pzkto5D8nJ4dPfvKTLFiwQNM1Co38Z2dnYzKZuPbaa9Ma+X/nnXcA0jo3j8eD2+0mMzOThQsXMnfuXM0dkqGhIWbPnq258yCEENNFgn8hxBWVkZHBggUL+MxnPkNOTo7mdGbPns0f//hHli5dmtYbhPfee48333yTJUuWcPPNN6cV/L/22mvceuutLF68OK3gv6+vjwsXLrB06dK0gv/Q1KqlS5dqzkso+D98+DC33XYb1113neagfXBwkAMHDnDrrbeydOnStIL/d999F1VV0zo3j8fDyMgIZ8+e5TOf+QzZ2dmag//BwUF+/OMfa86LEEJMF/ngVwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGUKCfyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihph9pTMghBCjo6Nj/2jl9/vx+/1ppRO+/1TkKbS/z+e74ufm8/nSTgOIujY+n4+MjIxJpxPKS/i5aUknlKfpOLd00/L7/Zr3F0KI6SLBvxDiihodHWVgYIDe3l4uXbqkOZ1z584xMDDAmTNnMBgMmtM5f/48ly5d4uzZsxgMBnQ6nea03n//fc6dO8ecOXPQ6/Wa03G5XLz//vucPn2aq666SlMaqqry3nvv4Xa7+fOf/6w5L36/H5/Px6VLl3j33XfJyMjQfI08Hg8ffPAB586d4/Tp08yape1ltMfj4cKFC4yMjKR1bsPDw7hcLi5evMiZM2eYO3eu5g7J8PAwPp9Pc16EEGK6SPAvhLiiRkZG6Onp4fnnn08raO/t7eWPf/wjzz//PFlZWZrS8Pv9XLp0iePHj+P3+/n4xz+eVvDf3d3N+fPnmT9/PrNna69u//CHP/DOO++wd+9ezZ0In8+Hw+HA7XZPyVsIm81GRkYGOTk5moJ2v9+PqqrY7XZ0Oh0nTpzQHPx7vV7+8Ic/AIGgWytVVfnzn/+MoihcvHiRrKwszcG/z+djaGhIRv+FEB86EvwLIa6ojIwMrr/+ekpKStIK/o8fP87Q0BBf/vKXNY+OA7jdbt5//30++9nPcsMNN6QV/F+8eJHly5dz/fXXpxX8f+xjH2N0dJTPfvazZGZmakrD5/Px5ptv4nA4uOuuuzTnJTS9pre3l3vuuQez2aw5aB8eHsZut3P33XezZMmStIJ/g8GAx+OhpKREUxoQCP5fe+013nvvPYqKipgzZ47m4H9kZITXX39dc16EEGK6SPAvhLii9Ho98+bN4/rrrycnJ0dzOgMDA3z84x/nxhtvJDs7W1Mafr8fl8vFX/3VX2GxWFi0aFFaQfs111zDddddx0033cRHPvIRzen09PTw0Y9+FIvFkta0n3fffZfBwUFuvPFGzXkJzfP/5Cc/yfXXX8+nPvUpTdfI7/czNDRETk4On/jEJ1i0aJHmjtbQ0BDHjh1DVVUWL16sKQ0ITB86e/Yser1+rBxp7ZAMDg6SmZmpufMghBDTRYJ/IcQVl5GRMfZPOmmEp5VuPqYqTxkZGcyaNWtK0pnKc9Nq1qxZ+P3+tM8tMi8fhnMLP5+puN5CCPFhJEt9CiGEEEIIMUNI8C+EEEIIIcQMIcG/EEIIIYQQM4QE/0IIIYQQQswQEvwLIYQQQggxQ0jwL4QQQgghxAwhwb8QQgghhBAzhAT/QgghhBBCzBAS/AshhBBCCDFDSPAvhBBCCCHEDCHBvxBCCCGEEDPE7CudASGEGB0dHftHK7/fj9/vTyud8P2nIk+h/X0+X9rppHtuU5FGKJ3wf3w+HxkZGZNOJ5SX8PumJZ1Qnqbj3KbingkhxIeNBP9CiCtKVVXefvtt/vM//xODwaA5nZMnT9LT00NraytXXXWVpjT8fj+XLl3iD3/4A+3t7dhsNnQ6neY8vfXWW6iqyu9//3v0er3mdF5//XVOnjzJL3/5SzIzMzWlMTIyQk9PD++99x5tbW2a8xIKsv/4xz/y8ssvM3/+fGbN0vYS2ev1cuLECQ4fPszZs2fTSue1115jZGQkrTLk9Xr505/+hNvtZnR0lKuuukpzh2RkZITBwUHpAAghPnQk+BdCXHEej4fz588zODioOQ23283Q0BDnz58nKytLczrvv/8+Q0NDuN1uPvKRj2gOSAGGhobo7+9Hr9cze7b26vb999/H4/Fw8eLFtIL/gYEBhoaGuHjxoua8hIL/oaEhnE4ng4ODmq6R3+9HVVU++OAD+vv76evrSyv4v3TpEn6/n76+Pk1pQKAjeunSJT744IOxcqQ1+Pf5fBL4CyE+lCT4F0JcUXq9nr/+679mzZo1GI1Gzem8/vrrjI6O8o//+I9kZ2drSsPv9+NyuRgeHmblypXcfPPNaQXtqqqyYsUKFi9erDloB3jppZfQ6XQ88MADmt9qqKrKb3/7W9555x1Wr16tOS9+vx+fz0d/fz9f+tKXMJvNmt+OeDweHA4HJSUl3HnnnZrTGRoaorW1FVVV+frXv64pjVB+jh49ytmzZ/niF79Idna25g7J0NAQR48e1dx5EEKI6SLBvxDiips1axazZs1Ka4rNrFmzyMjIQKfTpZWOTqcby8tUpDUV6UzFuY2Ojk7JdQ6NZkdeJy1C55XuuYXyku65Rd6vULpahM5NCCE+bGS1HyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGWL2lc6AEEKI5DIyMsb+0WLWrFlppxErL+nmSQghxOUlwb8Q4ooaHR3F6/UyNDSEXq/XnI7H48Hr9TI4OJhWcOvxePB4PAwODqIoCjqdTnNag4ODDA0NoSgKXq9Xczper5eMjAx0Op3mgHnWrFnodDr8fn9aQbff7wdgZGQEnU6Xdp4AVFVFURTN6Xg8HoaHhxkeHuaDDz7QlAYwVg6HhoYYHBwc6zBpMTw8zOjoqOa8CCHEdJHgXwhxRXm9Xn7zm99w9uxZsrKyNKdz/vx5Tp06xYULF8jMzNScjqIonDx5ErvdztVXX51WoHzixAl+97vf8dGPfjStTsSf//xnXC4X77//vuYOks/n491330VRFN555x3NefH7/YyOjtLT08OZM2cwGAyar9HIyAivv/46Z86cwWw2aw60R0ZGOH36NBkZGfz3f/+3pjRC6fT19eHxePjNb37DRz7yEc1p+f1+3n///bHOkhBCfFhI8C+EuKJmz57NkiVL+MY3vsHcuXM1p/OHP/yB9vZ21q5dy1VXXaUpDb/fj9vt5uc//zl/93d/x/XXX59W0L5v3z4+85nPcN1116X1VuPo0aO88cYbrFu3TnNAOjIywmuvvYbD4eCBBx7QnBe/34/P5+Ppp5/mi1/8Ip/4xCc0X6Ph4WF++MMfcs899/A3f/M3mjsRw8PD/PrXv8br9fKlL31JUxoQ6Ii+8cYbnD9/nsLCQubMmaO5Q6KqKt/73vc050UIIaaLBP9CiCtq9uzZ/NVf/RV5eXnk5ORoTmdkZITu7m7++q//muzsbM3pvPfee3zyk5/k5ptv5uabb2b2bO3V5JEjR1i8eDGLFy9O623EmTNnOHPmDEuWLGHOnDma0lBVlfPnzzMyMoLVatWcl9HRUXw+H9dccw3/63/9L6677jrNwf/g4CDz58/n+uuv59Zbb9WcztDQECdOnEBV1bTOzePxcOnSJebOnTtWjrR2SAYHB/nIRz6S9vcVQggx1eRrKyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGWL2lc6AEGJm8/v9jIyM4PV6GR4e1pyOqqppp+P3+/F6vaiqOpaOz+fTnKfh4eGxdPx+v+Z0RkZGGBkZYXh4GJ1OpymN0PVRVTWt6zw6OorP55twblry5Pf7x65vKD2t5zY8PDwlZSh0TqF/hoeHmTVr8mNkfr8fVVXJyMggIyNDc36EEGI6SPAvhLiiRkZGOH/+PG+//TZz5szRnI7D4eDChQv09PSQlZWlOZ3333+f9957j5MnT+L3+zUFfyG9vb288847jI6OMnu29uq2t7eXixcv0tPTQ2ZmpqY0fD4fp0+f5t133+X48eOa8+L3+xkdHeXs2bOcOHECRVE0X6Ph4WEuXrzImTNnMBqNmgNlVVVxOp14PJ60zk1VVU6dOkVfXx89PT1cddVVmvLk9/txu90YDAb0er3m/AghxHTI8KczHCWEEGnw+/04nU4aGxvJyspKK1DyeDx4PB7mzp2bVqAdGv3NyspCp9OlFfyHRqH1en1a6QwMDOD1ejEajZpHx0dHRxkaGgLAYDBozovf7x97Q6LT6Zg9e7bmoH10dBS3283s2bPJzs7WnI7P52NoaIjZs2en1fHz+Xyoqorf70ev16PT6TQH/wB///d/z80335zW9RZCiKkmwb8Q4ooKTfuRqkj8JcnIyEirYySEENNFgn8hxBUn1ZD4SySBvxDiw0jm/AshrjgJkoQQQojLQ5b6FEIIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGUKCfyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihkgr+FeOt9H8kg0lxe2dR5ppPuJM55Apc5/qpvuUO8lWCraXmmk7ruA6WMOq77bjSil1J517muk8k3grdUBB9QX/5UwnzXs6ceKmo6GCHYeT5S2Yw0le4wk8Lmxv2HB5tOw8BTwKSpxjT7g2SaV2vafKpPI2YKNtTxu2gWnMj6KgqNHHs/+8goqf21NLJK18unG80Y0jtSI79VQFZewCRP4p7NqkQHMdNO3P0uUt4xOO/KG7JuPXwvbMKlY9Y5t8EgnKTMwjptM2uR10v+HgSj0eibgP76CioWPK8qaes9F93MUkHrmY0mrXNBqrK650uxjXeDySmnh1Rqzfp7l+mcTzFtW++lSUScUDU+fytfUqruPd2M6l++RMndlJtxiw0frjZg6dVMlEQcm2UvZPlRSaQTndRXtXJsVfyMMwtr2Tzl8doOOwHZfBTP7yYoruzsOkg357O+3kU77cnH7O/9RCxY87I360ULJ5PYXzoPdX9dRTy/41xsCfFDstdU/QehJMS9dRW1mASafg7GqnS19MfpzDKMfbaDlpoTT8HOmn52A73F5OwTXxMmhjb/kWqNlP+RKgv4f2g5D/UC7qeRf9Hu/4pj433S/spOW3TpR5eZQ8WEbhDYGjxbzG4Xwuul9qoS3sehffnYdRBwx007L1KMueqqMoK7j9sWZW1UHt/nLyElzeWFwHa6joXEbT94swTfwL7d+t4GhBE3X3jv/F9txDbKGW/WsijxRxbYKUkx3se64V2wUD5jtLWXefNXAeqVxvnxvbKy20HrTh8gE6wAdcbabgvnJKbzfF2TFS7Ly5u1vYub8Tp2Ii78tllK2wBO6Hx0nXwS4yP19MXnaKh5gUFx0/CLu2YcczKy5ceCdsrTWfysl2mn/cQveAAb1PwbCklMo1RVgMAL10bK0PXJPg45ROOaKvnZpHguVyfsTZxihjrl/Vxy13E67N2Mk46HhuH63HXRjMBZSuKcU6L/CnRHWQ+/AOat6yUldViBHgQgc7nujGunk9haMxniUN8nSM6wAAIABJREFU55hWGQ9je2ZVnGcrjg/BNYlZf5zrZMf3dtLVB5aVm6n9Si6GsGsRr15OeqzIMnOhgx1PtOKI2jLQZpgStU0R+1osFhyO0L8VULlGoX5r4Fkwhu3meqOF5hc6cV4ijfpooqj7Hue8LF+uY/0KI15PP67z6oRawv7zChpfjZW6l/5zbgoj6r5w/d0t1Md8FmNRcBzex74XbbgMZgpWraPUGrhCSds1gmXvxeg7FjzDsbY+NWF1xacjy62dlspGIqMJADz9uNyFUfWcu7uVvS91YHcRuLcAPjDlFlL8YMnYsxUlvJ3CRO6KYlZ/IVQHjMcjxbcErkrkvfK6XbivK2f3liKMceuMWL9Prn6ZrPh1dKQY7evFDurjtAcxjxU3Dpms6LzEfTaWVtJ0V+I2dMK+FgsWh2O8zvjyWvJ+VR/dVg046PjZPlqPuSaWoyUllH21EMu0xBQBSYJ/Nx0/2sKhBdU0bLBi0IHz5Ro21u5j4e6yCRUdAD47+zbWcPT2arY1VGIcddL2vY1UvbWOp6oLkmYmfqUEygUX5gfDLtziUpoaS8c3CDa26mictF+op02/mqZmM20bt7DrSB61K5JmKaVKKj0qtr0b2e4oZltDNcZjzVTV1qM+mcqD4KZzWxXNrKauoRLzgJ3WHz7BI/ZKdj+aPz35PdXClsq2qJ+VC2COdYuPNFJxLDPiRy/9QGH4T33t1NcewLKhgaYlbtqe2MjGwWqeeigPfdJMqXTtfIRdvnVsbViLSRf2p75OGv+5isZv/pTKO/RMqOg9/bjcYFyQQyaApYS6qujqRD3ezMbtDoq3NVF9dTfNG2uoVxuouztW1eOmo6GG1jhtltftwr18EkHbJEwun2E8XTTXtpD5T03sud0APoXu3RXU7DSwe0PBNJV7By2PV9Cmi/hZ6YcFy6I3T7ncuWjfWsOBazfQ0GDFfaiGjTXNVDeUk5ckQI0KlEZV+s/1x61TXAdrqHjOiWle+BUKBiWxdphUGbfRvGoLHUYTOeH5XlpJ0/25iU8kOqeX6ZoEBgH2njORM+GSlFBXFeuKuOl4ppEeay17Pu+kfn09rX+zh7LFqZ1VVHuh9OOaV0rTtuLojecVsr4xkIdYHaeE7xbmFbK+MW9sgGP9vaaJaRxrjj6zI/VUPWtg3b82URBejwfro/qvPUX18qgWlEnf97DzCggOxHi80dteZq5X6ql50cKGbU1YL7VRs3EjzY89RfktyWt0CJa97OJJB3nRz2UBlY0xn8igXEobmyiN9afgIMcEJ1vYWG+juKGJyoi+ovOlGqpqvGzdWYolKjGFrp2P0OgqZduOtZgJxEeP/CJn7HmJrM9y72+i6f6x1GlbX8W+UweoqWxjYjsa3u4Efqepgu4sCNRJRTFOLkGnh4iYK7yTqfTj8mSOXV/Ll+soi5NGzOMsMMEzFVQQzNs3I9vCydYjCUR1jgMd3GXV+1lrjd587HrHGrzpi9cRDdv3luCgWGM5eRPScNH+q4gdgvFyz//eytZGC4ax4F/B8UI9mzY6qWsqIzeyjZwiSYL/XhzHIP8L1rGMme9YhuXZozguQtS1e6eLjgsFrH0w2JPVmSn+x5W0rz+KbaAgurMQYWJBDxes0MJ/ihz59yn0YyZG2ADY6TqisKyiCFM23HOXiarf2VBWTLYRnQSnI9CgnHLCklAN0UFjZTdq+AM+0EXbwUxW7ijGrAOsqym/4wF2tdspejBJ/gZsHO3OoXhHUWBfYy4l/7iSjvUddH8jn+TdLQ2uK6U23sh/rO2XV9IUY+S/edWWCb/Y21uw37GWzVYDYAiWmza67sujYEp7v2EVfbBir2wMH9WJDAMUul5qJ7OkgWIzgJXVq/N54Jl27HeXEX2HjBRWNcUO/ggFHpPgcdBzChyfcKBiCgaJgcBZPwAs15rPMHYbnWoBtbcHa1qdAeudBah1O6mqbCEzVmctbRZKH4838h9j81TL3dvttPwpn7WPBeosw+fWsbK9irbXSslbPg3dmJj5AvqiN9VSxgsrmuKOwqbsMl8Ty321E0e3gqKmVA7Y6DpmoXhNHoYFiyi+o5ldr9tTDv4j2wvngQqq7DkYIMF0EhdOB+Bx4CSPCbFbcKAiNGo+gc+N6xw4L7gBA+4+wOfCDcF2LVC3Lwru22vvRv109cTAH2B+Acs+3Ui9vRdiBv8BU3Lf4/AqLlxL0hiAiNMRB8KunZ325+0senAD1mwgu5jVd7dS81IXpbdMS8s0UdRz6Yrx1ickTocryLSggAnDV1fnYNK7cJxyopjMGIJ9GVVx4jjtQj8/J/aAyUA3HUdyAm29HiAUH/VQ+mQ1BdkJ2lFA+e0BWs7kUj4WkIa3o4nbHbAR3UVN0OmJrFvDOpmhkffw6+s6GPfA48fp66b1Z210nHTBvDyK7yul6BYj9LXTEWOvlOuRRCI7x54uGlfvwjA3yX5ne3HgwORQKZof3lkNDVoVUNlYGtWuui84AT3uAcDtwokT1wUgWA84XthCxcHgvhcd9FywkP+3YYE/gM6A5W/zsRzownERclN4G6JFkuB/EXnL9TS+0EqhpQTLHBedzx/Afk0x66YpQynzKrjOWVObdjDgoncgl9sWBv7VfJMVfunAmTgkAoI381ygknePjTQlC4YUul9qxTXPSOZ/tdH92bXBjlIhlY3FOMMfqtM92LBSPPYqTo8lNxflVQfuFPI3aZkGTAs62VVZEfvvmkYW0+XGYVfIXWoZHwG9JhcrB+g5DQW3JNtfT/66pzC80sKuqpboaT/faqD09tRGm6I56LGB9XPjYYL+xkXkDhzFcYHpuEMTuH7dRufVRoxH2jh0Xz7FOggFzub/Cu9IpJHPaxdh1e+lq7uUPGtw5P+1LlhSzraaQowxOmsfznIEbkcPyk3LsIw14mZyl8CBkw5YnkKwEx7YJBxQmHTO0izjaRz5w3pNzjmwk0vxAhir995yoSQdJorFhe1NF+Z8S+Lg/+12DpwyYsxq4cCrhVQuDQvTYg5UBFN/ZS+HPHo4fBTbXRY6uvXo9S0cOJZPORCo28fbokVLizD+oIXmO0ysvtWMXgf4VJxv7aWl00jRY4s0nOMUivlGNiBm5yfIdG8d++8N/kuiqX8DLnoHLFhvHk8nd0k+HHHgJPlA4JWQcodrfhF1T1ro6DxE8w+6sV8I/Gy6wUrekg00rMtNczpKBJ+C45Vd1O/pIb9qNa7vhUbNY8QhioOOF1pofyMwhXgswL7SBjrZ8e1m9N/cSkOFCe+pFuqrN9Jfv5vSq2EsqL6xhLqqqX8rPsZuo0tvpTLh1Cc3nS93YJhnoPP5NlbeXhIYXAXiDVoBoNg4sL8HvV7lUKcLk6sDr97LoZ+1U7Q5EAFO6NDMt7Js8V4OPNfOojWF5BoDLYPqttPxXBu9i1dincY4O0nwHwiqql9po+UHFTgVA+bbS9m6pRAzMXpg1+dTOK+G5ueWsegha2Daz78foN+6jrxs6E0jo14VTMac+Bv4VJTBflynnWCOeCfhUaIbg4FDbK/smjgKH5Wmna7DCgx00PWnMsrGRppiBENj+yjYfr6F7Z25rHuqEuMLVWzZsIPyu/QQazzAR+yPp3yQ9MVtdh7LrP00t3ZSUFGAadBB678foP/OysBoS6wPmiKnS01CZlYOpoG2OKM+JixZExuTTIMJ06u7qKiMsfkCEwVjm3sDgXoUNc7vMeiM5N27lrx7k28a4nIGxoKcfZCX6CGL941OnOkg4xRsL7XguKE0OIdTRVHAtDBBOQ7jPLyDJ551Ufz93RSdqKFq/SZcDyaoGLXm01hA5RaF5h9X8fAzmWSqXvQ33EPto4XxG+k0yhGz9OQscNP2vQpiliSLfsJI22TKnTdOeUn5o67wEcPga9txoVGfwNSe5E1U+PZl6ZfxSKEALklH6/Jdk8Qv/4HxjoSlhLrPeqPrZVszmyr1k37TpB5ro+XtXEq/HTaWHzpW6Pqc62THD9swfbWJ6mvaqKqrYodnM5VJvkFzH6mn6jlYveMpDHseoX49GL6wmd1LjlK1dROZd+cSWbfrbyln95M22n91gPpn7cG20kTu0nzKnixPXN8kE37f73JQ88henPNzwkYPo+vicHlr9rN/zWQPGmM6o6cfgMbK7okj40srabpLQUFP5oQRTT0MeMfbtfCyUBVd1yR+7qHgW02UpviWKMTxwhYqfhHZgc3EsMBE59hUlEjj3xck+g7BdbKbjpPddLw4cZ8x2VYK79xJ47+3kf8vxYFpP/9+gP7sHFq+W0ELEdN+PC66DrbQ+mInvdn5rK5voOgGAywtCE6ziYxDJk7v41Qr9bUb6X3sKcqDgwsdwalA0dfOSeeeQ3BX6JsAFWUgVsyl4rDb4W0TDk8RpvA3JYnup6OHLrWA2uWBt9f6GwpZdlMrR+0u+HTgeo0H1SmM7ScpO7G5aH++ncwVtdwWlu/ANQndLwX7c/XsPLGMDU+W4Pq3KjZWK1Q/Vpa4vlfttNTU03V7Nbv/tpuqx6t4gjzWNZaj/KiKqm2uGPWZiaLNu8n7XTttT9fQ6AzUhgZzHvkFm9n9GfM0TbkNSP7Br85I3r1l5N1bhqooeEfB/W433b3e6JVcdLmUbW/A8ou91Fc1o2Ai795qGu7Ow0g6wb8L1ykwGMJGb6NGHk3kWgMXy7I8b2LPO9uICfdYflVFgQUr2dxYgC3Bazb3bw9wKLOY8pVv0ryvjaItxRPnk8fisdF53Ez5tkoKjMCaBrbe0IWaGeelo3khuRydEIC6nA70N5ZiItljYKRgYwOGl4Ij3gYz+cureeruWN8nJJ6LPkGcB8q4Yj1NKXwnkWwuYUjnjyvoDDbM5hv1OJwuCN25PicOclmW9NvwsGP5FPr7vGSGGsKYc/pD5+Wk61d29Ho9BxJOsVrIwsVw1OmCJcG8ne3FobdQOp+Y0zvGRX7A1Y/LCcabU3ikfU7ePKJQuLmB0puAm+p4akE7PXjjvL5OJ59guKGIyh2x5oUG0i7cVA3XwlSUo+h5yvGkdizHizVUvBU4lulaC/pTvbh8BJ/VwDSP3L9dmMLxkpk46pO8iZq4vU1zGY8jwUh1uMt3TVy0J9s8vCNxphUTvYF6OQvUQTfcsZaGRw3sjTe4EotiY+/OdvRfiBiRCzuWenwfVT9ow7t0PdvuMWHQlbOtOpP6hu203diQ8M2Y8c4N7F6qD0zv2LgbyztujDeZMZDL7mYFVXGRlweBq5mozLqwv9qG/dVgMDupwCVM+H3vc5BwNHKCdJ7dGNNKznTS/Cu456ECooqwz4tF76D3LGNTHlxOB9y0bLxtjjdlLnTElNub1Fnuq6Xu093jHdiYC4dEctD6RAWubzVRmlaeDORXPEX1Ky00r6/AhQHznRto2Gwdey4nTLXJAjwmCjc0UXiLKfD2aILwehno6+bonyys/D/Bado3lFC6ooUtr/aMBf/x325EfBDsc+E6p8dwdcQb874O2n5rxmzupOXlleSvDLvzie6nZRH5+mY6jhSz6E4T3lMdHH3bSN43NL4jSVJ2YnEdbGTvKSvrvjPxG6vxa+Kio76KXTYLpVvKsGYbYFMd7N5B/bO57P5qgsT1uays+ymlBj2Qx+4n83HMysUyD9j8UwpUL8rJPFzzgp2pBOVOcdroeN5Gx/OBf9fSyU1FguBfpXtPFc3doRz148JCYYEFfdZCFuVaMMZa8shgpuAr1RR8ZQpz2efEgYX88DudZOTRraumOlgdk5XHbXf00/yLborWmOj4RSfGO+owk+BDL2cb25+2kV9RSdEd+bj+Xw01DQY2VxWGvQKKwZDP2vrwNSoMWFYUgk9lz5LA+JDpq9WYQ4VgXj73WPey979sFKzJw3CunZbDBu55PMVXXzoT1i9XYr1XQcGAIdSj9akovlxWbjJjzobkcwITmXyjETWXMMEKLwB5BfdgeLyF9s/XUbRAwfZfB3BYV7Mh6WoOYfMWQ8cINYQx5/QHuA7upGWwiOp/yaG5djvNSxooXxIrKDeSf5eVvT9vw7a8nLwsF+0vdGC4d/PkV7lRnbjdeiwLUmjudWaKN9dOzIm1iHyfSl5zIZlzQLkrrIynm8/w+0P4vQqOLo2t9JNOOUq2gke44EhM1LHC8hOrEVu8jHuufoKWV4qpu9eEcqyNA6esrP7O5Xv1rSpKzNF87WU8jE9FUSc5he1KXxOfGnvJ32usFMxroe2Vldy2wkXbL/uxfm0R+skMEw100/zP2+kwl9OQ4O2HfnEx1f9agvma8WfcaC1j697AGKozt4gi4ryR0+kxuCM+HFyaj/XFtkA5pCNstZ/0no+4NNx3NWrpxUDeFiZYWAMSTfuJGNQJDq50dbeMj/yHOg26ReTfZaD+hXaKbynC5LHR9pKd3C9UpjCoNYn2JsXphaoa57VoWBwRuYpM3BW14q4cFZSoUzepN9Qm8u8vDQSKVbECxbDVmYzAxywsyt5Lj12haL4BBrrpekOP9f6FTHrotc+FKzsi5vK5aP+/e3HdW03DXXZq1j9B8/UNlFtTGMzKLmD9kwZaf7aLqheCc/43b6PoBpIOTI0fP049kgLnwS1sfM5N4abqwKBsTCbyV9eRt8AyPshrsFBU1UQRwICN/HvzMcdZJEFv0EcsQmAh39pP24llNH3fSvfPwlb7SefN+RRJEPzrsT7URNNDgX8LPRglD4V95JFs6MsTWFdXueDAecEQ+AJdi48VUt2QhxJ10xJ8qKP041paHVzq00DBumocNfU89AAYrOXU3Z9LvCpIfbuFjY+3YfjqtuCc0FzKttehr3uCJ55byFNfSyHPiXp2E1YuMlJQuZnerfVUPGwAnx7rN+souymFY4SJWlbz+F4eCs7HDH9+o5buS0mMBi1JMA+BtbMPcU9qS7veVEbdNxup/+5DtOlAWVDE5k2pzg0NNhYnFPrx4gytIhP2WnpRWIPmfrWRmj0uCmuqyVtsoHqNjaqtm1DXVFO2PDp14/JKNp+tp77yYQyo6JesC5afSdJbKdv9H5PbJ0FDM75ykHFq85kCbeUo1mhe7GViw8VebjcOXS5lm9fRuHUTD/1CDx4TRf+SqMKPMNn57eHbe7yQlQnz8ln71RjnoqGMd4yt2OHF68kkM8uA+YuVxFjPJr7LfE0CH7UF/r/XA5lZYLpjLaVRnRwLpZvLqf/uRh54Dsyf20DdnSm+I/YpOH/XQuOPO1AKKnnq4fzgcolx6IyYrwEGHLT/ZBdtx/sD9yp4XRfeXkr5mgT1VORqQUpg8kpHUwXdMSYpaX0+QiZ332OtnGXA/LdlrJwTvXXShTXirhSU6APRSHryVm+mvGk7mx5uQ4+C6e5aqpOtPAbEbG8mu7RwqMz6vHjJJHNJ4dQtgJHgzWUgTlITT9kNXy43lY5/3EAxYtqPLpeSx1YHpm/+LBPV48VydzXrU32mwi0oorY57E3wgIO2H9XQcqGQ6k15GAx5bK7qZWP9w9jvr6MyleWPs83kFpRQ8M28idOF4ki9Hkmgz0bbs43sO7aQsi1bKb4hcQtiMAe+GXK9sY9dzx6l15NJZhaBun2ehcIHKxMu6R25WpDXx1hZjF6ZLtCZZppG9pNJPu0nZdG9dYM5j1yTHrIWsig3URCS3lSCWK+yXAdrqAj/b7YY8ihr+I8kS1IF6G8qZdvulejDpxkZcimt/49gxZfCf3Qm7gMb44t+Qy6lW/akWKnG4HNgOwbox1ewcJ4K5NHhhLywNi3Wus/TZbL/XQfT8koaYgTfySUabYto0C500LjTzm1V28ZG+k1317Lb3Erj672gi1U5GMj9Sh17kr7Nii7HygXwnhuvxMYEy7H3YA0VztL4K28kaGiiVw5KNZ/xBIMIwgK8M/YYq1Zd3nI06eV2FxRQ2TD5pn7Cx4yRYoxOJd4+9gSY1Mt4HuX79wc/Jo1meybih2PNrHotP345uizXxETR9/cTb/JYzBVBFhRR3RxvjwR0Cj2vKxRu2R2YB50SJ22Pb6LrbxtoejSsTgoubbtxp56fVuTHXlq4rz1sbr0J09LAWHdhRRPlRC8Hqf35mOR9n19E3f741y/WNU+8pHaCb+Ag8PHpkX3se8GGK7yzEfHfpwFAZ6bw0YapfwuSROwy66L9uy2xdwgbYDER/o2BCZNvBw+sMrN6wpKP7TG+swg7fsQ3S1HiLpcb5/k51syquo7x6avhJnw7l2z6ZrjIqbmRy4OGWVpJ0xf6cWevpq4q9N9+AePSSnbfaMcxy4L+tRQOGeu/OwSBwd3mAjLHOqqTrUdsNK/qIj9Gx1B1dWObv46mPdbkU7ZD+7zWSNXTmWx4cnfg28kQZxs1VTXoG0Ir6kWzPbOKLUeMmIyZsMBCpq4/OEXJSnfUFHMvyjlXCh93To8pDP6Tv+60dcf7yzS9Kk3DhMD/w8yn0L2nnjZjPvl9Lex8+TY23/omO5+H/Dug5elW8jaVjD2wV0ySRuqymVdI7d7okma4pYTqWyCljl1cky3HLto77RR9ZRpXN5iU4Nzh4LQf7yUb+54+gGFFIeoLjey7oZayW650QQoER2Iil9MBr4BtTd7kp6P9j2Si8NFYKwlMp+Dz8TEVxfMm+14khf8GyYdPWkt9vt1Kzc4eVm5rouS68Z8dB6rY9EQrC/cmWVb4wyjRN0hRH7iHpPqdxVQpjDl9VbvJvMUJKHs0xo/zc7EwyeU3I+n0GLLTeJL6nDhoh2Pl5EUMAutvKQu265dR6Jscj4LjlXraTlzm46co5eA/MysH08eT9Ggvu8Rf6YdGZ+Ib72Eqx/Mpyk/16+rAcbVdjEz0HzeRk2A1hnCGaxPlS6X7mYfZfqqYzTWl5A50suN7G3ngZznkf7OW9Xdm0vXME9RsVNj8ZBm5+uQrKKS8ROMsPTkLctDPir9JwtV+SLyk3EQ5LLq3iHhTchOb3PWetCxzwnmAibnopZxijet5ZxpMmFIthMnyGbkCzwIDnc/sw7yijup7LXB3O83PNNLxT9UUzp/CcpTC/Zm6Y0FOorndiaRQ3tPafpJlPPLeJxyhT3bky3RNUm9Dxjt4TrfGvMVkpvjxrWT+pJGKhyOn/ZSz7eE4o/4Q8XyYyLUacS8w4Qq2PZFrwU9lmQ03qWee2Nc8Wb2ccM76TSXUrVPY98OKiWuzz8tj7eaSlAP/xO3adDBR+NgeCjINcGmyz2aEJKuVJf2vDyfbP/L6T8myyum0oVMk2Xmn+ExElekpHljU31FJg24fu777MDsjp/1sros76g8Tny2DOQ8Lalg9ELkKV+qrTE2HDL/f79e8t6qgeDMnrsKTgPtUNw4sWK/7EKw7+5fKp6KO6tH/TxyS+pBQBxSYY4ixuoIQQogZw6eiDHrJlPZA/IVJL/gXQgghhBBC/I+h9cWXEEIIIYQQ4n8YCf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEua/Bv/3kFFT+3p7StcryN5pdsKNOcp1gmk09UBUVRNR5JwfZSM23HUzzLlI/lpHNPM51nwPbMKlY9Y0st/TOdNO/pxJli2uPstFRW0PKn1A4DgEdB8UT/HOu+X86yMOljDdho29OGbWA6cxUU55pN/b6x7vHl2Hf6TerZTofHhe0NG65Y19ynogxEPMdp1SN/oRJdw3Bj9ZaN5lWraD6WWvKXvY0ZewbdON7oxuG+XAdO3eSuSfz2y3mkmeYjzqS/fVi4D++goqGDD+EtmTLqORvdx11ILSMAZmvf1Ubzqi1Qs5/yJcGf/tRCxY87o7Ys+FYTpYvBq7hw4Q3+6qajoYZWR8TGSytpuj8X5XQX7V2ZFH8hD4P2TE5BPhNz/aqeis5lNH2/CFOMv7sP76DmxciTzKV0SyUFRgVnVztd+mKKb0l+ljGPda6THd/bSVcfWFZupvYruRjop+dgO9xeTn7MlBRsL7XguKF04nH7e2g/CPkPFWCOm4vxtAuuCf3mRTnnIsVLBoDtuYfYQi371+RNzFmM+x67LLho/24FRwuaqLs31pWPL+Y9sZRQV1WIN065cx1rp/1gB11OBdMNhRSWFFFwjQE8TroOdpH5+WLyspMdOZDnZkv0eaci3jXTsm/scknwOphi3ONxWvd1vdFC8wudOC8BOsAHXG2m4L5ySm+f3D0MntUUPNt2Wiobid4D8PTjchdSu7+cWFc89nUooLKxlNyBblq2HmXZU3UUZUVscnwvD9UxId1k9UjUmT+zSnNZmKCvnZpHgvmcH/57Ny0/aaHzZD9kZQLg9UDODQWUfqMU6/zYyU1O4jaAGNfQdWQHW57uwqWzUPJYLaWLDWH1VuzaLtAhPQR3TSyTSduYOGUpJFSmUjX+DELH1vpAuTUG/mb/eQWNr8bay0v/OTeF4WUcUE520PpCO12nlcCzBOADw7X5FN1XQuEN8dsT9/F2Wl5ow3YBTDcUUvxgCdZ5wXQjrklUGVf6cXkKqf2PcvKI337129tpJ5/y5eaEv3GsmVURz8JUiHo+LnSw44lWIoua5ct1rF9hxOvpx3VenVgzTPKeJDz++F+i66xE+tqpeaQZS8rbd9P6szY6TrowmPMp/HwxRbcECll/dwv1qdYx8eoF8RcjcfB/rJlVdR0YF+SQGfZz3EpvcSlNjaVhPwQKuhIzKDRSWNVEYfjWz6xiS+yNE5vWfMaoBJR+XPNKadpWnDRrxhXraVoRtuuReh5q6mJvbQUtgHIBzAXBP4ZXUEo/Lk8mpnmBStXy5TrKolJ30/FMIz3WWvZ83kn9+npa/2YPZUkbpMl1OiC8EfDSD9BUQXcWBIKd6Gp7/JoFKkqMJnKyACyUbF4/sfIJb2SVfvA42VLZFvj3pZXUGlPKYsoi70n3zlXU600HklO6AAAgAElEQVQYAVeM7d1H6ql6WqH0X+toukaP+41mNq6vwvH93ZRNJm+Kg55TgMeO05eHWRe5QXQw5HW7cC+tZv86a5LEJ7fv+DWI1RglflOkZV/3kXqqnjWw7l+bKJgQZHbS+M9V1H/tKaqXx7iY0/xsp8Pr6ceVXTzemB5rZlWdErsPHBFImhbArsqKwL9YSlgbdS6BfHeMPTdBocB4ElwHa6h4zjlWlwQPSsnm9RPq3zGeLhq/vQu+uZWmTRPDBNeRRjZ9u5G1zZXkR3ZqIG6QFUg3sjM1yTbA3cGuph6sNXsodtZT9W+t3La7jORXI9aARQq8Cq5z1skHplFlNkadFyH3/iaa7o/1l+AzFm6gk121+zD8UxNNt0+sv5U3dlFRu4vMXespiDEYobzWyCM/clH6rw2s/SQ4Dz3Bxso2ckJlQ+mHBcvGtp9YV6p0NX2dHa92squyO7B5WPsV3lHwugEaqTgWvAJfrqMowflP3iSfj3mFrG8ML2nBwSPPNFQMIUfGz39coP2M+dzFoJzowQEobzthSfwhOQDcndR/uxm+VkfTo2bcb7ey/fFH6KnYTeXS6HZ+0vWC+IuSwsh/IZWNU9srnx7Tl8/Iitl5oIIqew4GmNwrY5+LjvZuch8KjVYHK6DQ38MqKNfBGio6l1Eb1kt3HYxIb8BG1zELxWvyMCxYRPEdzex63Z5C8D95UQFfRdOEgO9oxPbj1yzW9hEhYlTANlHUeafDp6IMunDaXcF718vR18H6NUucHRRsv+0mp6SB4mv0ABhvX035ne3s6rJTlmqL5nPSsbOZrhvyye9r4Yk9FhoesmKY0AGIDIZUun70ALuyU+mgady3zxloXE5FNy4dTRV0ZwUbg3kx9nU6sAFqjIYpct9eezfqp6snBv4A8wtY9ulG6u29ECv4B6a3Dgq8tbKmOrI2KQ5aHq+g7cYS6qoCZdz1Ristv+jAfgFMtxRTcl8RefPAdbAjZgqFEc+NZteVTqhLxvRNQdrhooKsMMFR3nGxOqzA8ti7K8e6sF1XzNolBky5xeTv2UXXO6kE/1dCdJlN1KW2PbOKLUeMmIyRwSKwwERB+M96I8arvThOOXHdkospFPx6XDhP9eK92oJRH+soCt2/7pxQl5k/t46V7VX03NdE9XJDsN2Jk8mTB2g5kklRzW7Kl+iJbL8iB1WizvFkggug0ZQ9HzF4FReuJWm8XVteSVO8kf9UODvYtbcLy9J8XM8/QfP1DZRb49fnyrGjdM8rpuHuQF1svKmEdSUdVP2/bsqXFsTe6XLVC+JDJ41pP+kKVBx7z5nIGSvPJkxLw2q5Uy2BEWANo13Tx4XtTRfmfMvkgn+fQveeGvZdLKbubi1THGI458BOLsULAPRYcnNR3nKhkGw42o3rHDgvuAH3+LQHz2TGJKaeu7uVvS91YL9gwHxnMas/X4A5bl2Xif7jJtwHt1ARs3MQJ2jVueh+4RCu627DcrUXx69a6aSI2jvCDhQsd4FXwjFb0ZSpihPHax007zmEYi1n2+ZCzIM2Wn5Qz8OVt1H6jRKWLYnTWPt6sL2mx/povI5JAinua28/gGOekcznD9D12Urywy5D4oZVoeuFFtyLczG27qT9zjqKFsTfd9HSIow/aKH5DhOrbzWj1wE+Fedbe2npNFL02KLJn+MU6hh7kxUpQecnKQulj4+/Nld+u4Oqn+hZ9/0GKud7cbxQz6aafrbuLA1MO5lQ7rSeyRTIyqfyyUxafrKDiueip/1UPlmKNea1miwv6nkXxntTm7rnPG2H3OJAoJJlYdFNCm+eVUha3Q24A2/03Apc6JrwdjV8lPuKixksxpCVR/m2bXR3HqX1R83YnIFWyGDOw7pkJdu2WTFPyf0Z53qjmR0/7MDwlUpMv66i4pnA7xPeXAd+wXG4lZZXunAqJvLuLaH07jyMUW85gzINmBZ0jr8Fi3Sl2/6Yo/cBoSlDsWQaTJhe3UVFJcE3Xoy/CYrszIXzqSjnHHT9qpnmVxRuW7ONuhVmlLtb2LL1YSqspZR/eRl51xgDdagQGqUd/IcazYJvNVHqjfGKPlFBByz31cav+OP1Sq9APkPUY220vJ1L6bfDRjqTdFLUc920/Gg7hy4tY31dEb2NFTQGR7uiK08AFYfdDm+bcHiKxkd2wo9lKaHus97ozoetmU2V+sSvFv/URccAKIe7sN9fRmljE6UQY2QuhjN2ugHijvZGTMkIjizjdMGS+HdSPd7Mxu0Oirc1UbnARefOGjZuVWjYUhR93lWFGGNMGUiNmYKHygFwHt7Bzjf0FNWUkhd+jSPKXd6dVvqf3knbHZspvkaP+429NP/WSOH3cyH2BIcxjkPNHPggn7JtPyVvQTDCz86jtP4/uOdUJx3/tY+9nkoq74xuRFyvtNCeVUjtkrCeQbAxStTwpLqv68gOtr9korSxGssvqtiyYQdrH6ukMNnUCJ+Lzt1b2PmnQqq3l2M6UkPV+k30/tN6Vt8aexf9LeXsftJG+68OUP+sPTi9ykTu0nzKniwnL415pek923mU799PuYbjZmblYBpoG5+iBpgWFBDvUI4/dqEuraVggR7QYylcRu6Bo9j7wAoR5a43eQZCgUnaAVLwDYUurKMz30rpJivx38dp4FNhgYmcBJuoioLX7cTuNpIXUV14PdFDLbZnN1GhSzxo4X69I1BnHenCvTzy7WqCzCQJTJM9gzEdaaTiGFH184RgMdGxEnyHoDhtdDptdAYHQ6Knxhmw/u8CdjYF67JPgvPQTg5cMJDzwiYqXiCiQ+TGfrCNA784RPfAQoo3PEWZ1QjkE5jwGvHmGnC9Uk/NixY2bGvCioPWf6th47lqnnooL+z8w8pskre+aQk/1l0Oah7Zi3N+TtjbVhOWrPiNft6a/exfM9mDJviGKEznjyvojPncOmh/5gDKHWU0/DQPU7D6NtxSytY99+D4XQdtz+5FebSSgoiiZ1iyDOvTzRw4UkDlchPKyVZ2tvZTUGGd/CyFYF6i6gXxFyPt4H/CCN8xmOwrescL4yO3er0eVVUxLCmnPMn0tsudTwAUG3t3tqP/QsRHMHE7KU7aazfSfDIH6xc20HCfFZMOGAtaoytPAPo6aPutGbO5k5aXV5K/MuxihB/rTCsmegMrSGSBOuiGO9bS8KiBvXFfLbrpfPEQ+s+VU3Ksmb2Hiqj7XOrdK/tvDtGfpYdfdmD/Uhm5YaMPsUaKna8ewq7Xo3+pHfvdE7cP1/NqO+4VtRSbAUwUfGUlhx45SndfUXRglORDvHCx5oa7T3XS9vRO2pyLKKtvoDjBx3EAxuXVPDWvnZafVFFxAQzmAlbvaAjMH07yejR3ZS3V8dK9roCSR+O8jj3XTuNzDqzf3DCxY5LK6GDSfVVsz1VQ/5KX/KptFC8wwEPbqNbXs/3JNhZtSxRIqtj21rDzdCHV20rJMwD31tFg2seuTjvK7ZHBUJyPOgFwYX+1DfurweB5rGM3OZqf7UTz0yPECvQSTnPItlK6yYwpbN615eZ89D/poPPziyiY78XRcRT7vDzKtXZ8Uh0pTirsDcWfWqh4QvuzlYjrXC9kWxjvjka/vTOY88g16WHObZgj4vmcHBP0KqiAHhVlAPLXNFBp2Bt/0MJnp21/D9avlWH42T5auvNZm2DqxATTEZgur6RpDWFTP1ILFh0v1lBxrpKm+9PLk2FpJU9dPbEu2/Bk3dgH3BM7RAbQeVn01TrWfcYSY/Q+B+tXqzHPC3XnXHT/xo7lC5VYswEslNxXSEtdFz2h4H+szLrpaKiIUy9E0FgvTHg++hxEvomLL1GdlSxvueODaVrocinZHKfF0Bmx3FlC5Z1x9jUWUP2kgdaf7aLiheAHv489RVGK3/VFS/V6if+JtAX/HgV1MrMhfCpK1A4mir6/P+5HQK6DBzRlbYIpyWfQQDfN/7ydDnM5DSmPspkpemw3hXpDnFd0kZUn4HPR/n/34rq3moa77NSsTzDX7xorBfNaaHtlJbetcNH2y36sX1uEPsGoofPl7ey05VNZWUT+/+fi4e/WsGPOZtavSKG3da6NvS8ZWFm/GcOzG9m+x0rDmgSrMZ1rZ+fzCkWbNpPzbE3C7RfekAe/sOHw5WHRgfO1ozjmLWL1x2JsnFajrNDT3oGyvJqmu/MCnbEUGG8pYu0tk/tkLdZqMMoFF96s8KluAGZK/qWawlAl62xnS/Ve3HdVx/4INpGU9tWTd281275oxhwKTnVGrF/byn8EEmHRvUXEHqLVk/fQ7uB240y3l1F7O4Cbwk3VcG3oL1rf0CQxFc/2vELWNy5MEnwlGfWK1xH1KfT3mVkdtlKN4c71NGS10vJ0FS3BOf+1dUVYiP2hecrnoZGqKIEVl8JN40isy2mHhSvDBkmSlA2Pa0IHynxrAcbn2zh0320Unmuj7YKV8pv1cDrO/j6F7j3baZuzkoZ7ijFk23hk+xYMj9VSliQgir/SS4RUA1NVjbPEYliwGLnCStyVcJJ1GIIrTsX5a+p1mZ7cu8vJvdDBjqodMTvJygUX5gdD07ZMWHIN7LXbUe42YUCh+7Uu9NbVLCTyXdY01Qsang81aondQN4WJikDid78JCs/sTvOMTodPoX+Pi+ZE95YAOYSajcVRg84zrdS8qiV4gEF5oTFHR4FcldSfa054Zs3iFMviL84KQT/HTRWdgdeZXu8eLMyyTSYKflWvJVuwrYfYyL3vvKYD7r78A5q3rJq69lfjnz6FJy/a6Hxxx0oBZU89XB+/PmLsWQZUOItjUhE5TngoO1HNbRcKKR6Ux4GQx6bq3rZWP8w9vvrqIyax2mhdHM59d/dyAPPgflzG6i700jsKQMq9p9v5IlfGCjdFpzbfVMZDVv0bPnBE+z7xFMxVhMa5+5upn57B/qHGii5wQSPVtJTs4UqZznVj8XoOFzoovGJZlwraqlekovhO+XYNtazSS2n+sHokmBcXkn16Ubq1z1MJipKtpXymsCbgtiBUaABZJKjj2Ag/5u1LDq8g5pG1+TLnU9FGfQCbpx2F95Z8V+mRo8Mh5YnjTPVzefC9vI+Gp97k4UP1rH1C5bUl7md7L7zzJgB5WQ7zc8Elv3LzCL47Czktq+UszbR9J+4b1/ClsELu7DpPefTWQclGKkLBmPqaIKsxQuWg/tGyjHnsuy+AtbdYiKVEGX8WwQvXk8mmVkGzF+sJPk6YxFC0+YAPN7APP55+az9aqy3fnFWUoGJnZpJjgguur+Jre7oaRaxVx2BQFkyjXegbiilbk09mzY+wD6dmeINdYGpDzGDfzed2x+h8VQh1dtKAitrLf//2bv78KjqO2/873k4M5NMEhJCxsAgMjwEK5HeUUtUgtWUmnIptmJL6V2hlzfeVlsal9XFO7sUKsv++OlPli53XCkly13U3cgC3Rq7GK9e0QJeNa4YpeHWRCA8BcLkaZKZM09nzpzfH8mEPMzk4XuShnber+viUsKcz3zO0/d8zvd8zzdl2Ikd2PrCDjh3bh72ydCQ2XfGPPVh7Bjs3W85JSgWeHUnQXaJj9nhZpzq01Nk1v23UQ5bSvgS99An13nf3oy1e3dhw1OVsKgywrNKUPbXRUh0VdJ7/R/b+REbxtL/Z3Y4v7oGj6QO/XTiGZhGnilopNmbRjsDYt9xN6Ye+HrsXzdwFrZr08wOOt/H1C7QX5Lhi/9F63DgQKLRsPWoGNPngfo4v1sn3vy6AOBYvg0Hlg/6vlWVmBmv8Z3IPE0yGj6SUbx1D0pGGB6SSOLhAYMaT6MbnvS12LahBK7er8q8qxR75jWiyeiC9GGcELklKKsYZS/Oqhex59sS7P2qDvvNq/HC/t7LyDC/HEdKmYnCZ1/GyoLeJjq7EKXl5Wg8Z4FLGtyse1Dzyi40LnoGLz7W29OfW4LNLztx+J/rcMmIoYWpKRMFP9iMPT8YxaoAEPndAgOWTnTcLSvDvnss1/IbUuQ6kFfghB1A1uzbkDee05AqbtR95sBTL78+9nnURZZtrsKmsloU7yxHaf/7N28ddv/VRuyS/g9KFycoURP2EMefzSLR9h7RhLdBw/SiqjI64cSwr4QmmIoUAJDrgjTo1ygmmmt7yHE3wrsI9Xvj5PFhYdyZSYa2pf20Vif4hwQvfCe4qQGgbzhe3KGTPW1+f477y7Dv/tF8QyaK/noPCo0Dn7o67nkG5b2zCY36actYJTgG6/e+mmCBfj2+uUDV369H7C0SRy6w4/ur+vWuA8PenGH490569Lxo3RmneI17rLRWxxkv37fEwHHzdhdKnt456mk9hduFsZ4fOSXYdiBxVvFmlBuu9z7+u3qjWXZsU30KOVOPOgBS3wxuzWj6DACa0Iz8vt/hM7Z2wY3qv9sF/BWHAf2lmMTZfsboZC2q5y9F+Z/8wHOg+OkEb2GNN3sh1jwd5+c5eWMbGpCISYrTeI+O/eYSrBwSz4G8ucDQPp1MFG96fWgDl56Plc/1FCej/J3Df3qSfcDN0YjDIFrHsYSw5WPNc4JjuPUsm9TGY6rPcZiKdPBxN0bu5ibgHaD+8fzJm5Z5Il/eFCHZR/V0ZfINNwQmwXthmNhpLodKvvHfeqb61D1NqChvHSpeqkLmXYVwv/EKqm7fgts+eQWVKEQhKvHKoXyUPTKGJ8p93Lj0RSOaPnKjZIy/VJOuTzqKfwvsuQ6M0MUwcAm7A45BC8SbMaO/WA+Ru7kJJd9dJzDzz/jk+eelp1cEAJo9JSgZcZRfL4sdjtwxbarYgmPexmNhn1WIkkLnoAar5zuP712PBHNxDDtWe7TH3V805wps225BRfl6PDF42M//eDFxr/+w4h8LI21vsRlrxuPcHuk4GmFWlzHOCDNex93g9Ri2F284RglZuVmDnlCMsE3iPNHQY9htkuuCa6TvWrQOPc1dMzwJ31VJ8L3TpD9ZS5//6D7sgx1Ao872cuRjdvjjaIzTJBslZOV6BjyRGPjx0b33kJU39Fo0Me3C2K/h8Y6FkWZgGm69R1x2IqYwVeqw+8cvoemBLdj83TzIR3dg68bvozKzEE/99BkUSbXYvW0Tngtswc5H84a/MR7SLlyrKegvg0HTNG2yk6AkFJQhww77OM9H/ScXdKP+lBuOhfkDp2QlIhoHiiwjbNH3ZIiSlKJAMUr8nQA0BIt/IiIiIqIkMY4Pb4mIiIiI6HrG4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiRhnuwEiCi5aZoGv9+PYDA42akQjRuz2QyLxQKr1Qqjkf1sRHT9YPFPRJNG0zQoioI33ngDdXV1MBgMMBgMwrFUVYXBYIDJZNKVk6qqMBqNuvKJxdI0rS+WKFVVoaoqJEnSHQeAru0D9KxXNBrVvV6apiEcDsNkMunKKRqNIhqNwmQy6c4nGo327Xc9sSwWCx599FHccsstLP6J6LrC4p+IJpWqqjh79izuuecezJgxA2azWLOkKAr+8z//E9nZ2SgqKhLOx+/34/Dhw5g/fz7uuOMOXUXpp59+ikgkgvvuuw9Wq1U4zscff4yDBw9i06ZNSE1NFYqhqio+/PBDnDlzBo8++qhwLrEnNW+88QYeeOABOBwO4SK5u7sbP/zhD/HTn/4UOTk5wjm1t7fj3Xffxe233w6XyyUUQ9M0hEIhHDhwAAsXLsStt94KSZKEczp8+DCuXr2Km2++WTgGEdFEYPFPRJNK0zQYDAZMmzYNTqcTFotFKE4oFEJaWhoyMzNx4403CufT3d2NlJQUTJ06FU6nE2azWbi4vXLlCsLhMG666Sbhoh0ALl68CEmSMGvWLGRkZAjFUBQFZ8+eRXt7O+bMmSOcSzQahSzLyMrKwsyZM+F0OoV7ttva2qBpGqZNm6Zrn0mSBLvdjhtuuEE4TuymJj09HVOnTsWMGTNgs9mEc0pNTUUkEoGmacIxiIgmAp9FEhERERElCRb/RERERERJgsU/EREREVGSYPFPRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkmDxT0RERESUJMyTnQARkaZpiEajUFUVqqoKxVBVVXeMeHEMBgMMBoNwrNifSCSiO6dIJCIcJxKJjEsusTz6xzIaxfqRVFUdsO9Fjce+7798/z+iotGo8LJERBOJxT8RTTpVVeF2u2G1WiFJklCMcDiMrq4uSJKEy5cvC+fi8/ng9XrR0dGBK1euwGQyCRf/7e3tCIfDuHjxIlJSUoRzcrvd8Pv9aG5uRldXl1CMSCSC1tZWdHV14eLFi8K5aJoGv9+P7u5uXL58GaqqChf/nZ2dUBQFV69ehclkEs6ptbUV3d3daG1tRXp6ulAMTdMQCATg8/n69r3VahXOyefzQdM04eWJiCYKi38imnR+vx+vv/46pk6dCrNZrFlSFAWnT59GamoqGhoadOVy+vRpnD9/HnV1dbqK/46ODgSDQXz00UewWCzCOV28eBFNTU34+c9/jtTUVKEYkUgEFy9eRCAQQHt7u3AumqZBURScO3cOly5dgt1uFy7+fT4f2tra8Oqrr+KGG24Qzqm7uxvnz5/HxYsXMWXKFKEYmqYhFArh/PnzOHfuHD744ANd++zcuXO49957hZcnIpooLP6JaNJZrVY88cQTmDlzpq7i/9ChQ8jJycHXvvY14Vz8fj9effVVfOlLX8Ldd9+tq/ivra1FR0cHiouLdfUi19XVoaqqCps2bYLdbheKEYlE8P777+Ozzz7Dk08+KZxLNBqF3+9HRUUFvvOd7yA3N1eo+Nc0DV1dXfjkk0+wZcsWTJ8+XTinlpYW/Pu//zsKCgowb948oRix4n/fvn0oKCjAbbfdpqv4f/3114VvioiIJhKLfyKadBaLBWlpacjMzBQuuMLhMOx2O9LT0zF16lThXMxmM1JTU5GRkYGsrCzhYUgAkJWVBVVVkZmZqWvYT1paGqxWK7KyspCRkSEUQ1EUpKenIyMjA9OmTRPOJRqNQpZlZGVlISsrC9OmTRMuco1GY9++15NTKBRCWloasrKyhPd9bDhTeno60tPTkZWVpeuGLSUlRfimkYhoIrH4J6JJF3up1mg0CheSsRixOKKMRuOAXPS88Ds4lqjxWLfxyiVeLL056d1n47F9NE0bsD7jkRMR0fWIzySJiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJmCc7ASIiTdMQjUb7/ojov7xojFicwfkYDIbrJidVVXXnIhoD6NlXqqoOiKVpmnBOmqb1xRQ1Htt5cAy9+0x0mxARTTQW/0Q06WRZxnvvvYdTp07BbBZrliKRCOrr63Hx4kVdhaTf70dDQwP8fj+6urpgMpmEY50+fRrd3d0IhUKwWCy64pw/fx6HDx9GamqqUIxIJIJTp07hypUrOHDggHAumqYhGAzi5MmTSElJQVZWFoxGsYfIXq8XHR0deOutt+BwOIRz6ujowMmTJ+H3+/H5558LxdA0DeFwGA0NDQgGg3C73ZAkSTinL774AnfccYfw8kREE4XFPxFNOk3T0NLSgkgkoqv47+7uhsViQVdXl3Aufr8foVAInZ2duHLlCoxGo3DPf2dnJ3w+H65cuaKr+G9tbUUgEMClS5eEi39VVdHa2oru7m5cunRJOJdYkRxbL7/fL7x9fD4fFEXBpUuXEA6HhXPyeDzo7u5Ga2urcI+7pmkIhULw+/3o6OhAamqqruLf5/Ox95+Irkss/olo0qWlpWHFihVwuVzCRXI4HMYbb7yB+fPn4+GHHxbOJdbb73K5UFRUBLPZLFzcfvDBB2htbcWyZcuQkpIinNMHH3yAaDSK0tJSZGRkCMWIRCKoqalBQ0MDfvKTnwjnomkafD4ffvnLX2LVqlWYMWOGcM9/R0cH3n77bTz55JOYPXu2cE7Nzc3413/9VyxevBh5eXlCMaLRKAKBACoqKlBQUICvfOUrsNlswjnt3btX11MjIqKJwuKfiCadwWCA0Wjs+yMitqzBYNBVdMVi9M9HtPjvH0N0vQbnJLpu0Wi0Lw892ycajcJkMg2IpWefGQyGcdlnerfz4H2ud5+JHjNERBONs/0QERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkmDxT0RERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSYPFPRDQMg8Ew2SkQERGNG/NkJ0BEBPQU2QaDAUajWJ9ErEgfr2I9lkssLxFGo7Evhuh6xXLp/1+KT892jkajffs6Fmc89hkR0fWGxT8RTTpVVREMBiHLMhRFEYoRDocRDAbR0dGBy5cvC+fi9Xrh9Xrh9/vh9XphNpuFCzmfzwe/3w9ZlqGqqnBOgUAAgUAAV65cgdfrFYoRiUTQ3t4Oj8eja/tomgZZluHxeOB2u3UV3B6PB+FwGG1tbbDZbMI5ud3uvm3t8/mEYkSjUQSDQQSDQQQCAfh8PuFjEeg5HomIrkcs/olo0smyjN/85jfIzs6G2SzWLEUiEXz88cdIT0/HpUuXhHMJBoP46KOPcP78eTQ2NsJkMgnHunTpEnw+Hy5evAhJkoTjXLhwAQ0NDfjFL34hXCSrqopz586hq6sL0WhUOBdN0xAOh1FXVwefz4eMjAzhmyO/34/W1la89tprmDp1qnBO3d3dOHXqFNra2uBwOIRixNbr5MmTaGlpQX19vfCxCAD19YtuNkgAACAASURBVPUoLCwUXp6IaKKw+CeiSZeamoqvfe1rmDVrlnCRHOtpzcnJwbJly4Rz8fl8kGUZN954I2677TZdBeCnn36Kjo4O3H333bBarbriuN1uLFu2DKmpqUIxVFXFxx9/DLfbje985zvCuWiaBr/fD0VRsHz5cjgcDuGe/66uLrz99ttYsWIFZsyYIZyT2+2G2WzGkiVLMG/ePKEYmqb19fjPnj0bt956KywWi3BOfr9f17AhIqKJwuKfiCadzWbDnDlzMH/+fOEiORQK4f3334fT6cTChQuFc/F4PHA4HHA6nZg/f76uYT8dHR2w2WyYN28eUlJShHNqb29HRkYG5s6di/T0dKEYkUgEV69ehdFo1LV9otEoZFnG9OnTkZeXB6fTKVzktre3IzU1FXPnzsWcOXOEc8rMzERdXR3mzZsnvG6apsHn8+GGG27AzJkzMW/ePF1DkaZOncpx/0R0XWK3BBERERFRkmDxT0RERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSYPFPRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0REREREScI82QkQEamqinA4jEAgAFVVhWKEQiGEw2EEg0H4/X7hXILBIMLhMEKhEAKBAMxmMwwGg1CsQCCAUCiEYDAonA8AhMNhqKqKYDAIs1ms2Y5EIn3rpWf7RKNR+P1+BINBBAIB+P1+GI1j70fSNA2BQKAvLz05BQKBvuNHNE40GkUwGEQwGOzbZ5qmCeekKIqu5YmIJgqLfyKadH6/H8eOHcMXX3wBSZKEYiiKgs8++wwtLS2wWq26cjl9+jS8Xi8URYHJZBKO1dDQgO7ubpjNZlgsFuE4jY2NaGlpwbFjx2Cz2YRiqKqKhoYGtLe34+233xbOJRqNIhQKoaGhAe+99x6mTp0qXPz7fD50d3fj97//PXJycoRz6ujowOeffw6bzYYLFy4IxdA0DaFQCKdPn0YgEIAsy8LHIgBcuHABd955p/DyREQThcU/EU06o9EIWZbh9/t1Ff+xP3p6kX0+HyKRCMxmM8xmM0wmk3DPv9VqRTQaRSAQQDQaFc4pGAzCaDTCaDQKbx+DwdC3Hnq2T6xINhqNCAQCCAQCwttHlmUAQFdXF+x2u3BOsiwjEonoeqqhaRqCwSAMBoPup1BAz5MWIqLrEYt/Ipp0KSkpuP/++zF37lzhHvJQKITOzk5Mnz4dDz30kHAu3d3daG5uRkFBAYqLi3X1/h49ehRnzpzBvffeK9xjDwDZ2dlwu91YuXIl0tPThWJEIhG89957aGxsxMMPPyycSzQahSzLcLvdWL58OaZPny7U8w/09Njv27cPDz74IG666SbhnC5fvoxAIIDi4mLccsstQjE0TYPf78eFCxcwf/583H777bqeILW0tAhvFyKiicTin4gmncFggM1mQ0pKinDxbzQaYbFYYLVakZKSIpxLOByGJEl9cfQU/zabDRaLpW/dRFksFphMJl1xIpEIrFYrLBaLrlw0TUM0Gh2wXqJFrs1mg9Fo1L3PbDYbJEnStX36r1ds3fTcsIm+m0FENNHYOhHRpIsNGzEYDMKFZGw5PTFiy8f7Mx6xxiMn0XUbjxhAT8+/0WgcEEvPPhuPnGJx9OSiadq47XcAupYlIppIfCZJRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkmDxT0RERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSMGiapk12EkSUnDRNQyAQwE9/+lN0dXXB4XDAbDYLxVIUBZ9++inS09OxYMEC4ZxkWUZdXR1mzJiBWbNmCecDAJebm9HR1oaZTicsFotwnHMXLqDx9Gncf//9SE1NFYqhqirOnj0Lr9eL2267TTgXTdOgKAo+++wzzJ49GxkZGTAYDEKxfD4fDh06hJKSEuTm5grn1NXVhYaGBsydOxfZ2dlCMTRNQzAYxB//+EekpaUhNzdX1z777LPP8KMf/Qhf//rXYbPZhOMQEY038asaEdE4MRqNKCkpwYwZM3QV/4qiICcnB/fee69wLn6/H16vFwsWLMCdd94Jk8kkXNz+V20tOhsa8NWCAlglSTinT9PTIfv9ePDBB5GSkiIUQ1VVnDhxAqdPn8YDDzwgnIumafD7/fB4PFi2bBmmTZsGo1HsIbLX68WRI0fwzW9+E9OmTRPOqa2tDZqm4c4778TcuXOFYmiahlAohPb2dsyZMwf5+fm6bvwCgYDwcUNENJFY/BPRpEtJScG8efMwd+5c4d7WcDiMjz76CNOnT8eXv/xl4Vy6u7sxffp0zJ07F4sWLYKko2jv7uiAW5Zx67x5SLFaheN4AwFknT6NhQsXIj09XShGJBJBR0cHQqGQru2jaRp8Ph9qa2txyy23YPr06cLFf0dHB9LS0jB//nzMmjVLOKfLly/j1KlTuPnmm3HLLbcIxYjd1MycOROzZ8/GzTffDKuOffbhhx8KbxcioonE4p+IJp3JZIIkSbBarcIFl8FggNlshsVi0TXMIhgM9sWxWq2QJEm4B9dqtcIiSbBKEmw6hpBIZjNMJhOsOtZNURRIkqR7+0SjUUQiEVgslr5YokWu1WqFyWSC2WzWlZPVaoXZbIbVahWOo2la33rFtpOe4t9kMgkvS0Q0kdgtQURERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSYPFPRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkjBPdgJERJqmIRqNQlVVRCIRoRiRSER3DABQVXVAHIPBAIPBIJZTNArVaEREkhCRJPGczGZEo1FEdG4fVVV1b59oNDokltE49n4kTdMQiUT69r2enGL7PhKJCMeJ7XNVVQFAeJ8TEV3vWPwT0aRTFAUXLlyAwWCAJFgkh8NhtLW1wWg04vTp08K5eL1edHR04MqVKzh79izMZvFm8vKVK2iPRHA2EoFNR3HbHInA6/Xi7JkzSEtLE4oRURRcbm5GW1ubru2jaRr8fj86Ojpw7tw5BAIB4ULZ4/EgFArh3Llzuor/q1evoq2tDRcvXoTVahWKoWkaAoEAPB5P3zEgGgsAAoGA8LJERBPJoGmaNtlJEFFyihVcf/u3f4uLFy9i6tSpwsW/oihoaGiA3W6Hy+USzkmWZTQ0NCAnJwfTp0+HyWQSLm7b3G7Ira2YPnUqLDp6/i+0tOCLCxdw15e/jFSbTShGJBrFpZYWBAB86dZbhXOJ9bA3NTVhxowZsNvtwj3/fr8fv/vd73DXXXfB4XAI59Td3Y3z589j5syZyMrKEoqhaRqCwSDOnj2LKVOmwOFwCB+LAHDmzBn85Cc/wde//nXYBPcZEdFEYM8/EU06u92Ov/mbv8Hs2bN19fzv378fubm5ePDBB4Vz8fl82L17NxYtWoTi4mJdPf/Hfv97tH36KZbfdRdsFotwnA/++Ef86q23sPWJJ2BPSRGKEVFVHP/kE3ze1YUnN2wQzkXTNMiyjL1792LVqlXIzc0VKv6Bnp7/kydPYsuWLZgxY4ZwTlevXsWhQ4dw33334Utf+pJQjNiNaHl5OQoLC3HXXXfBomOfvfLKKzCZTMLLExFNFBb/RDTpLBYL0tLSkJWVJTzUIhQKwW63IyMjA9nZ2cK5mEwmpKamYsqUKcjKyoIkScI9/1MzM6GkpyMrPV24xx4A0lJTYZUkZKanI8NuF4qhRCJIS0lBuqrq2j7RaBRWqxWZmZnIzMxEdna2cPEPAFarFXa7XVdOwWAQdrsdWVlZwnE0TYPP58OUKVOQkZGBrKwsXT32KSkpfG+AiK5LnO2HiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkYZ7sBIiIVFWFoigIhULQNE0oRjgcRiQSQTgcRjAYFM6lf5xQKIRoNCocKxQOI6woCCkKjEbxvhYlEoEajSKkKAiGw2IxVBVKJIKwoujaPtFoFMFgEOFwuG9bi65bKBSCqqqIRCK6cgqFQohEIgiFQsJxNE3rW6fYvtdDVVXhY5mIaCKx+CeiSefz+fAf//EfcDgcMJvFmiVFUVBbW4spU6bA4/EI5+L3+1FXV4eOjg40NzfDZDLBYDAIxfqioQHdzc3o8HphkSThnBrPn8eZy5fxanU1bFarUAw1GkVjUxOuBgL4l3/5F+FcYkXyiRMnAACZmZlCxb+maZBlGe3t7Thw4ABycnKEc+rs7MSJEycgyzL+67/+SyiGpmkIhUL45JNP4PF4cObMGVgsFuGcTp48iVtuuUV4eSKiicLin4gmnclkQmpqKtLT0yEJFsnhcBg2mw2pqanIyMgQzsVoNA6Io6f4T0tPh5qbi7S5c4WLdgBIURTg//5fICcHhpQUoRgGVQU8HhhUVXh9+rNarUhLS0NGRoZw8W8wGGA2m3XvM0VRYLPZ+vIREY1GYbFYkJqa2ncsWnXsMz3LEhFNJBb/RDTp0tLS8MADD2D+/PnCRVMoFILX64XT6cTDDz8snIvH40FLSwtuv/12LFu2DJIkCRfLR48exdWrV/HAAw8gNTVVOKf33nsPnzc24oGHHkJ6erpQjEgkguPHj+PMmTP45je/KZxLNBqF3+9HKBTCt771LTidTuFhP+3t7di3bx++9a1vYc6cOcI5NTc3IxwOo6SkBAsXLhSKoWkafD4fWlpasHjxYhQVFcFmswnndPnyZZhMJuHliYgmCl/4JSIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSZgnOwEiomg0img0ikgkApPJJBQjEokgGo1CVVVEIhHhXFRVHRDHYDDAYDAI5xSLM545ieYyHtsntp9ifxRFEdpnmqb15RSLKSoWR892jm2b2B+9+ywajQovS0Q0kVj8E9GkUxQFra2tSE1NhSRJQjHC4TA8Hg+sViuam5uFc/H5fOju7kZbWxuuXLkCk8kkXPy73e6+ODabTTin9vZ2BAIBuN1u+Hw+oRiRSASdnZ3o7u5GS0uLcC6apiEQCKCzsxNXr14FABiNYg+RPR4PwuEwWltbhfc7AFy9ehUejwdXr15FZmamUIz+69XW1obLly/DarUK5+Tz+aBpmvDyREQThcU/EU26cDiM6upq5Obm6ir+//jHP+LChQsIh8PCufh8PjQ0NCAQCMDj8egq/s+dO4fu7m4EAgFdxf/nn3+OK1eu4J133kFKSopQDFVVcfbsWXg8HlRXVwvnomkaFEVBU1MTqqqqMGXKFOHi3+v1oru7G2+++SZmzJghnFNHRwc+++wzaJqGhoYGoRix4v/cuXMIh8O4cuWKruK/sbERX/nKV4SXJyKaKCz+iWjSWSwWLF68GLNmzYLFYhGKEQ6H0dHRgZycHNx3333CuXi9Xly+fBm33HIL7rzzTpjNZuHi/6OPPkJ7ezu++tWv6ir+09LS0NjYiLvvvhupqalCMVRVRWpqKi5cuIAlS5YI5xIrktva2rBo0SJMmzZNePt4vV4cPHgQ9957L5xOp3BOV69ehSzL+MpXvoJ58+YJxYhGowgGg2hubsaiRYtQUFCgq/hvbm4WvikiIppILP6JaNJJkgSXy4W5c+cKF/+hUAgOhwMzZsxAXl6ecC7d3d3Izs6G0+lEXl6e7uEoVqsV8+fPF+6xB4CWlhakp6fD5XIhLS1NKEYkEkFLSwv8fj/mzp0rnEs0GoXf78fUqVNx00034YYbbtA17Mdms2HOnDm46aabhHNKS0tDTk4OZs+eLbzvNU2D3+/HtGnTMHPmTOTl5ekq/rOzs4WXJSKaSCz+iWjSGY1GmEwmSJIkXPxrmgaTyQSz2SwcAwDMZnNfHEmSIEmScM+2JEl9cfTmZDQa+2KJMBgMMJlMfdtZVDQa7VuvWD6ixX9svUwmk67tI0nSuBw/4XB4wHrpycloNAofN0REE4nPJImIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShLmyU6AiEhRFAQCAfh8PoRCIaEY4XAYwWAQfr8f3d3dwrnIsoxQKARZluH1eiFJknAsr9cLWZbh8/kQiUSE4wQCAaiqikgkgnA4LBRDVVWoqgpFUYRjAICmaVAUBaFQCJFIBIqiwGAwCMWKRCKIRCIIBoO691kwGITX6xWOo2kaAoEAZFnu2/d6tlM4HIamacLLExFNFBb/RDTp/H4/Dhw4AIfDAbNZrFlSFAW1tbWYMmUK3G63rlw+/vhjuN1unDt3DiaTSbi4bWpqgtfrxdWrV2GxWIRz+uKLL3DhwgX8+te/hs1mE4qhqipOnz6NtrY2HDx4UDgXTdMQDofR0NCAt956C1OmTBHePrIso7OzE6+99hpycnKEc/J4PPj000/R1dWFP/zhD0IxNE1DKBTCyZMn0dHRgc8//1zXPvv0009x6623Ci9PRDRRWPwT0aSzWCyYN28eZs6cKdzTHg6HcenSJWRnZ2PRokXCufh8Ppw5cwYulwuLFi0SvhkBAKPRiM7OTtx6662wWq3CcTRNwxdffIFFixbBbrcLxYhEItA0DTabDQUFBbpyCQQCuHz5MvLz85GdnQ2jUWwEaVdXF1JTU3HzzTfD6XQK59TW1obW1lYsWLAAN910k1CM2Ho1NTVhzpw5yM/P11X8NzU1Cd8UERFNJBb/RDTprFYr7rjjDsydO1e4SA6FQmhsbMT06dOxdOlS4Vy6urpQV1eHW265BUuWLIEkScJFnKZpcLvduPvuu5GamiqcEwB89NFHuPvuu5GRkSG0vKIoiEQikCRJ1/aJRqOQZRmnTp3C4sWLMX36dJhMpjHH0TQNHR0dSEtLw5133onZs2cL53T58mWcP38eBQUFWLhwoVCMaDTa99QnPz8fS5YsEX7KAgAnTpxg8U9E1yUW/0Q06YxGI8xmMywWi3DPfzQahclkgtls1jVOX5IkmEwmSJKkK59YrPGIYzKZYDQa++LpiaN3+8SG/fRfN9Gef0mS+va9npzMZnNfDNE4sXcZJEnSHQuAruFiREQTicU/EV1XRAum2HIGg2Hciy69OemJEVu2/5/JigH0FMmD1+t62D56cxkcbyKOIyKi6wGn+iQiIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIqJxpGnaZKdARJSQebITIKLkZjAY+v4/Go1CVVWhOLHlNE0TjhFbPvbfaDSKaDQqHCsajfbFGY+c9MSJ5TIe20dV1QHrJVrsRqPRvv2vJ6fYPtKzfWLbpv82Eo2lKArC4fCAY5uI6Hph0NhFQUSTRNM0hEIhbN68GZ9++ilSU1NhNIo9kFRVFW1tbbBYLMjKyhLOSVEUtLa2wm63Iz09XTgfAJBlGYqiID09HSaTSThOV1cX2traMGvWLEiSJBQjGo2iu7sb4XAYDodDOJdY0d/Z2Yn09HRYLBbhIjccDuPMmTOYNWsW7Ha7cE6hUAidnZ2YMmUKUlJShGLECv729nakpKTAbrcL77NoNIovf/nL+MEPfoAbb7wRZjP72Yjo+sHin4gmlaZpaG9vh9frnexUrmuapv1F9iT/pa5XRkYGMjIyYDab/yLXj4j+fLH4J6JJFxuSQvSXwmg0sugnousSi38iIiIioiTB2X6IiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEn82RT/8qkqVLxZD3mUn28+WoGKo81j/yJvPar2VaHeO+rMUP9mBapOjTazgUaX57XvcB/ZhFV/Vw230LdNHM+7O7B+Zw084xawCXUnmsYvnoiJPhbGHF/Hd6ERlaXrUfm5wFcFZcjBMXxekSHLisAXAQi6UX+iHu6xfN9o6dre+mKNtf0a4OJxVOw7DoHWbGSj2FdKSz3qTrkhuEcnR3sNdpTuQE37KD+v59iYyGNBVSB7ZSiqQF7XEWUs66DzPPWcq0PduUm9ckyMP9fjbDzb3evIeNc8f+p21jzSB9xHNmH9a81wZNuH/Jvc7obz0XJsW+7o+1njv63Hrj/EixRGZ4sHxZsOYN2iBF/mrcfhf67A22cUWCBDTi/Amr8uRbETkC/UorrWghUP5aMvE28zjv/uEGrebYTb7kThPStQcn8+HCags7Ea1SjEunucQ77G8+4ObPqkANs2FCMT6LlQPF+Hgi3PoDjajNojtbA8uAL56f3WCaUo/14eAKB+7ypsxWYceDwfgIzm2mrUSiuwYuHQbdSTZxNqDlei+kQz5JHylBtRue15HD4DOO56CptLi+AwXfuOwsGx22uw4/nDaEqwSeFaeW09x2DgOib+HtfD2/DMfZkIBzvhblMQ7vdvuo6FCzXY/gKw+cC6UeXuPrIJ648vRfk/lMAx8sf7/CmOBU9dJV45cBzNsgP5D6/BmvtcPcdwcGj8Iet1ohIVB4+jGU4UrXoKqwtiW2PwdzWisnQXjg9avuhH5Vh9MwCEIbe4MWAHjVL9a48NPBZG4P7d9uH3hepG3ZuVqOp33q64Px+ZJgDeOlS+cAxLX96GEtvAZerfqUHNh8fR2A4gOw9Fi4tR3HsexSgt9ahvdyB/oQPS4O8dxfYemKeM+jd3oeJIExQbIMt2FDz6LErvc8aPpbpR/041qo7Woll2IO++YjyyrAjO9ATtV5/4+y52bqGzAdVHgMLHinCtNZPR/H4V9r9Vg6Z2Cyw2IBwMI2tuMVY8ugJFzgRt0SAj7isAnXWV2D7qc8uN6r9bj2NFA68Leg09vz2o2bkJh4c0SL3tXVRBZ0snlOigOCerUX2kBrXNMhxzi1G8sgRFN9pHPDYGt2Vhjxue2euwZ2sJMuMeCx7UHXwFle83Q87Ox8pH16B4bs8+Gf5YGKSjBtt/3Hs+5Ix2aw3lPlmNmndrcfyMG4ADeXcVonhZCfIHxfS8uwObfp3wagLcda3tG7167F+3FejX3ie8NtxVivJlw++LgTm64HI1oanp2vJPytuxHZtx4PFRXDlaq7FppO3bWo1NP96P5pws2E2D/k3uhDt37YBzY7htGK9m6u/P9jgbrk0fa7vbz5A6BPq275i+609c84ytndVvxOIfADB7NTYPSai3kR/00bzvlaP8e/GC1KNi1dZhvsSDmn/airdzy7Dz2QLYTUDzbzdh4+ZXMXPPmqEFoNqIVzduwrHby/DizlJkRptR9fcbseGTp/ByWdGwqzNkpyW4UPR9XnbDLVI19cvz4zs3Y8vOfGR6G3H4H59PmGfjwe2oktaivMKJqo1bsftoPjbfN0z8qILOlkysGPNJ27M/ajIdyOpfZCVq3LOL8cyu4n4/6N3/QcHtcp2Y6GNBOVWBjS81YcWL5SjLqEPFxk3YruzEtvtHPr09R7djw7858OyL5cj3VOH5/7URr/5sD9bMj/fpPKzeVY7VfX/v2b/yqFIdWkiFPW547irDgacKhn66X+Mrt7sRtjmQ1Xt1KfpROYqHLDHwu46/uAEVWIttO0vh7D0fftxYij1PF8a/SMn1qHh2OxoXP4vS51bDaQMQbEbdv+3ChvV5KHtpHfJ7FxzPBtRzdAe2vuNE2Y4yFKQDaK7Cpo2b8Or0fViTHX+9Xgmsxotby+E0elC3byM2bGzCtvI47dcAg/ZdsBa71u6AJTPxUs1vbsKGIy6Ubt2Dsn7nvfv9Xdi0YRM6d+7Eit47hSEXJLkT7uzVKH9xxeg2xJ9ET3uyv+XasQSgr5gfKhPFGwYeaz03CErCs9NzdDs2/ELG6v93G8pvlOA5UYGNz2xA0z/swZoR6sSB17WeXCvzXAn2q4L6/RvxUtMKvLizDJknK7Bh83YoP0/QRn9eifX/3O/WT5XR2erA6l0vYMXgYnOw1mps+nEFGvt+UILNB9bhWqkko37vBmxvLMSzT5dhtVMCVAXNn+zHrr96AnnP7cS6Rdc2eOZ9z6A8wfWmfu8qbE3UoAwplHqKnaVlB/Dk0Cbk2vaMV3y3DnPzEcsxP7bcMyjJ6a0tegur+r0DPx+/A9OFlVueSdBWDYwX+/zqnw3dfz3HXJz84m7D+DVTf9ftcXayAqu2VV/7+/x1A27Ej7+4ARWpT+GFnaVwjKZN7zPGOgR6ti9rnv5GV/yfq8TW0qohP5bbAeeg+rV+7ypsPZoJR6ZlaJxcB4ri/LjHJTSdBAofKui7u3YuXgrXr46hqQMY0n6crUVNexGefLSg5+7S5MSK//kIqp85hnpv0ci9xf3XSZXRCSeW9v1jEyp/th5VpiKU7uq9JB/dhfUne5IPewDg2t/jbYc+nx/D2+1FKP1u711wZh5W/s9HUPPM26ht79+TBwCNqD0qY+n6EjjSgW8sc2DDB/WQ7xtrT8voFa8vT9z7rlNYdsO9aPQ9xkPVaKaarQAAIABJREFUYFdpHeIeMkI9UAlM2LEgo/bNalhWxgqxAqxdW4jv761G4/1rMHz2zTj2mzosWLWnp/BMX4G19x/Gpp89htrei9iwx92YDC6kFNT+0/exOz1+s32t8Y318m4e0NPiHu7a7a3HsbosrNhRAueA86EGdf+jEPFWp/HXO1Bzcyn2PFZw7UJic6Lgsc0o7X4CO369FPseHf9z5NKZeuD2lT3bHwCchVg6+1Uca3IDg4v/3vV6ZMcKOCUAyETBo+tQ9M5u1J5dg5IxfK9cV4taSLDvW4/1+wAEO4GBZS7qa5uR91AZigZd5B1LVuOR/1yPYyfdWOHs2SeDO2SaD63HhsYs2IHRD0NKcA0A+j2hGAeub2+O22unf5ijjPr365C1cidW3NjzTCjz9rVYt6Qau2sbsWYMO0g+WYVDXzix8kcJjjlvLaqOWHqOBROAgrVYt/j72F3diJJ4x+nNq1G+69ptOy4exvpnGnpugkYY/lb/m0tYfeBAX7HvPrIJ6/fWX2tzvziMHe/mo3TPOhTETh6TBOft67B5vYwn/ukwllaM1BaNwuBCKViLXWt3w542wnJXLqEJTXA0KSjJ6f+sbmC7OyS/djea0Qy3B4DNAzcApd0DxK78R3dh/ckFWLnlmZ5tE7cDE0Dr0JTcRyrR9Fg5tg24LsbyGfRhuRPIXTrgR8ONlgAccNkSFkEDQ183x5kb1R/ORPmBA33br37vKuw6UtBzrva16UU9T2FH0aYPNpY6RO/2va5rnj9ROwuMovh3LN+GA8vHGPWeUpSPeeUXIP8eCbsOHkaxayVcqW4cf+MQGm9cgad0PO5MqH9j0Nv7cM3Au/x6YMA69Tweiv19hLtNiwWWwZfYcBiAHfbBx6jXjUvePNw2s+evzvkFwH82oVl/0zx5+hXKgw17MC9ahwMH1vX8/ygezVpsWXB4q8ROnAk7FprQUA8UPHDtFk+atwB53mNoasfwe9XbhPqLDuTPu5azK68AOJqF0l1rkDeKXiRhagPqP5RQ8LRrIqKPkRtNn8lwFbni9CDZ4cpzQT7eBDfyxv1R6YJFRZD+qRKH7yvDyrl2uN+vxKEvnFjxowl8KNtei4r9x2FfvhkvP5bfM3TpZAVWbev/IQfyC52oeLMSx+8oHXADMHKObtR/7Iaz0DXq4n/ANaA3l4G9y/1ZIE1zwHNkK9YfiffvvT2uQ56c/Hlwn6jAjn+swczHrz1ZGeJCA+pRgBU3xn4gwZWXB/kPTfCMoi13138M942FcKVjxOI///F1A/7uuGMp8o43w418OAC4TzdAnr0Urjh1kn3eAri8x9DUCuT1HkMjFVaOu0ZXuKKxHrVSAUpvHO5DHhz/bQ3s2XYcf6MKj9y+sqeIBZCopx0AoLpR/a9vIywBNb+vR8ncGtRJEqQDh1C/uHd79Gujx3bjWI+qfcDSl/udPzkl2HZgLLfvSHyzMUrX13HmQMnjA9c/f3EJGj/sGUI2KXRu3wklWPOMrZ3Vb5jiP8GYynj6jSu32B1w/GE31pcCCHbC7QEyc7P6em8Tr7yEwqdeRtk7Vaj8f9ajWbbDeftqvLC1GE7EOYHnFKI4exMqXluKBY8V9Az7+eUhdBY8hfx04NIo0h6Twb2994xyuTnFWHHjBlSUL0DWD4rgDDei8hdV6FxSioJ0DBxPFpSHXoy9b+Ol0loo49bLOwaxdb6rFOXLmuKMexz+Ljv/8QM48PjYv3bIMAVVRifCaB7c89LvuBvucfW4G8uxkOjtnQTDivoEZcjIhL3f40nJbge84QTDGuI80sx1oOhUJdbvPQ4gjMH9x4m436lEta0Ymxf164nrXecB56/qxqVzQJNrDBeB9HwsLehExeHjKFpfBIe/CYd/eajvfBh6EXLA9SU79jc2QV7uGHQDIKOpsQn2L60dw0VghB7FfqTFpXj5b6tRdXAr1jfLsDsLsXr7OhQ7MbTHsHe9XvllFQp/uqJn2M9rFTieXYxtcwCcHiEtVYH7k0rs+Ke3gQc2Y2d+PTaU7u75tyE9/4DzoW3YmV2F/f/4BPYPGvO/duc6FCUoGJSTVaj8Ig+r/6rfB2K9TUOepsW5BgQ7AWDoE7m+ZYcOxxk3sTxdK7FtQz5q4wwTcrik+E8KYUf+kgJ0/uIVVC3eghU3SvCc2I+K9zNR/A95QOK3pgDVjcajNTj0ZhXq2mdixbMvY03BMD1waoLTXh3FKzfBelQdbETet0v7PRUe7THrRvXPK4Ci8r7zwTFvAeyvNaBJLoFjUD0vn25AU/oCrB1cYOsurNyofqMalvs247Z+7VdN+XrU2WI3fzIaX9uOV04vxbM/Xwn3/7cBG8tklP3tmhGKHQ+Ov7QB+7EWO3fZUVG6HRvetWPFz/ag4PcbsH2jBd/IA0Ye5N5fbPu6sHJVJqrnL0V57zYZ8R2IPtduagd0RKkyOlvDsPS/biZ6av1nc5zVo2JbNUo29d5oDW7TvY09bfo9idr0Mepfh3wvb8SOPl2jAial5hFpZ/UbpviP04iPogd2wCPm3ruX0l2jvHsxZSJ/+RrkL18DRZYRjgKey3WouxQeOtuIKQ9rXtoJ11v7sX1DBWQ4kL+8DDvvz0cmhi/+4x48uS5IRsQtyobfoXY4C0tQOCtBa2NyYuXWF5D5WgW2/1UFwjYn8u9/Fi9/u2Bo+5SeCQc8feuqyDKQ+wi27CpCfaJeXqOErFwPqv5+PaowdAw2MHKRk1D/JzitTRi2N2YAsRvHmCHvjXjrUXWwCa5vx3thKP7LknHFOXEm9liYiZk3A8ea3cCi3kvplUtoklxYnYO4j5z7DDoWgN7jIT0rQXHTI94jzdXfW42R37np1VKNXa81oeCHzyK//7jIOE/zlBM1qIEEvFuF49/OR9GonkhmomjjTtjfrMTuDZW9L4eV4eX7E7+Ulvfgkygs24Wt+55F6fcKBoz53/V5IUq3j+XoHu0x3JvtwhKsWViCNUrvjEfdzag7cQlhefBteiaKNr6MzHcqUfHMerhhh3PJWux8sQhO0/C9j0pdBX5cfhz2vBKs3fE6CnIAIP/aI/ohPf8AYIdzyWqULVk9+B8Sk+ux/5VqSA8NWv+ExV6ca8DF46j4HfCNxwYPWcTQMcXDuPYi+hgMyLNniyYaJhRP5j1leDm7GpX/sgHr2wG7swhrd+xE0Y0Y/lyEjEvnLCj80U48O8cBafDQj/QCrH7OCUff8LCZyMMxNLei74Vad3MTpHmre3rjh/me+td2odqyYtA7QcMfs+4jm7B+X8+o/7zHBr3sOH8Fnly8Ebuer8CzT69FQf8x/+X1KHz6xXF/ruw+sgv7zxXgqb/JH/DS/bW2yY2a7Ruwu96F1VvXoCDdDjy3DdizA9t/lYc9/3246JkoenoPCiU7JBNQttuFxu5M5DntwPw9+D+yArk1H/mYOYaMr21f95FNgKuw71wY2qk08gvtA5aJ1UyjanOu7+Osfu8qbH2n5/9LBrwPEadNv38b9twT72mtgEHXngnt6JuUmmeM7ew4GXHYz4A73zg9sNd6AuMXYY5cYHfp+oE/HFKEKajbtwEVdb1/lTvhhgvFRS5ItplYkOdCZrxpouxOFH23DEXfHcWa9jPswdMuISs3q6f46y/hjc8oZvuxu1D8w1IoF9bjWFEZyhJdrGz5uG1xJyreqkPJ4w7UvHUcmYu3wYne4SbxDBhrGX8M9pioCmRlyDwpw1KGTBXYczDPTPjme4/ET4EGnUix3pOPqvvdgcduaga/6Do2E3ssZKJwWQH2/1sV6u9Zh3ybG9UHa2BfvmXkm2HbAtxW0In91fUoeTwfdtWNmiO1kJCFXaW1Pd82mqdBqgIF0tALSTzN1dhath+eZWUou2eESl6ux/59tXD9YBtWfLYJu/6xGnlbSgbMvJOQyYGCh0tRsFyGDPu1pxuqAlnNwyPPOeHsf5OXWYjS8p2of6cGh16o6DfbzxrsLM8f+TsVGe5mNzCa3GKLnKjAhl/1NkiqjM5WwHVfEVw2O2bmLYArM86AGVMm8pc/ifwxDpOUFq3Fy3vWQTL1zMpSefhj1J1qhgzA7sxH4eJi7Nzj6r0IxGln4zxhBTCwnfXWoeJ/vYQa5zrsHFPP0aDv6/2u2rrKa98Vu5gNHlM8HlRlbNPMAkAw8ZSFmQtL8OTCMQ7hMLlQ/JgLnnd3YMP/jnN1V2V0tjqxNjZDVXYhvlGwH/t/U4+ix/Nhb6lG5bt2fONnw5z1qoy6/c/hpaMzse7FNcgbw7Haf7hAz1TQ/V94z0Th03uw82Q1ag5uR0W/2X7W/HzdkNl+Ruy1HmH2uOYjW7HxNQ+KnysbpjPAgcK125Cf67p27tpdKNlQ3vNujLcehcsLe27y47HZIQ/qkS+6vQCHf9szTAL/NrrZfhRZBkYzteWgl5nldiDc0m9YW982SVAA5qKvc65PvO14nR9n/Tu+6veuwqoP+41tj7XpD48+3rDi1iH6OhXH9l3DG/+aZwzt7JgyTWzE4n/EN6v73nzuKcK+ca4OTXChYPZYUpRQ8Fg5yh/rjdw7rdvKx671RrlHGrgXlCErgNzehOZ2OzpH8a3uE69i96+O4VKw57E5gmEg24Wix56asDGpSlCG7JWB7mY0tkiD8rSj6KkyNG3ajse+D9gL1mHb9/IwHq+7JdLzKBYAwggHLbDY7HB+sxTx5wGJ99KTHc6vrsEjqUM/nXjmp5Hemh/70IHBU3CO1UQdC5n3lGLLle3YXvoE7FAgLXqqd5+OuCSKSrfg0ksvYcMTFlgQRubt67DtueLe8bvxx/xf258xdhQ//QJWzh3mq1Q36n/7Kna99jFmProNLzw0Qo+N3ITDL2xHTc5a7PyaC44lZSjeuB0btnei7IerRz1cYMgUoqf247HecY5DYpgcyF++GvnLR1FcxoaHqOgt+B3IKyhAceLZBoaQbl+H8tt7/xK72fv2un4zkoxwTvZ7UtDYEgb8w3zWJEEC4H5nEzb82oF1zz2FbY9nQjL1TF166J+fx/PnynrfAYhzszvcE1ZVRvMHldj1zzWQi0rx8hOFPRMPjNpYb657LmIQ6dkH0HTwWlEVDgIWG+BY/CRWJzgH+38+xu4sxpqVI/Q5qgpkfxiAB82NboSNI7/9kPBaOOQ9od5z94XtWP+EHVAlFPxwW4JZugD54nFU/u9XUCMvRenOJ1Goo71xLF+Nkn2VqGstGdAx4VhUgtWLSkbcj8K91q31qPrVLrx6cibWbH0BK+YOv/3tzp42JlG7W/xo6bDTQl7Ls3dWMwWITRCBeEMx+79IGQwDNguQXYgn//soWqshs75cM3CGqZ7r1tLhphsehT+H4yz/m+uQ9+Na1D+eP/Bl83gzrRkTdKL1M7o6ZHy27/VZ8+jrxBSha57/eOOfLv1uDHPsCht6B2h35iPPIQG2mViQN3JxpXy4Cxt+YUHpjj0o7J9qcxU2bXgeVTvjvWgT/43/xD2wg/N0wN5YjUrPMHna87Fm5+tYM+Ia6JWPdQcOYF2Cfx08XdpILz2547zcl3jO29H1WvfNcd+Na722dieKvr0Oq28f2GjrmY51Yo8FO/K+uw37xvh0qmfRPKzesmeUDcLw+3NYiht1nznw1MuxISfDfhiNB7fjkGU1tm3o7em352PdrhexYO8hNAVHOfpfbUL9SQBSE5qRDyeA5nM9z7eamoF8JyDS0zPsBAWt1YN+0NMgX/ruML9vYpSGHOvZeSiYZQeQBdeiPGSNGMGNut83wvVQKYr7dZxIuflY/e1iHN5Wi4bH8sf+8pdJRsNHMoq37kHJCAVZQqqMpqOv4tWD9XD3P94HzSveQ/T3SThQ8g8HEs6KNLR9Gf7zQ/b1kCFJDuQVOGEHkDX7NuSN4nI17LUwNlQwxp6H1Vv3jerclRs/hnzfNuy53zV0HvmxOlmLariwOUdsvLooxV2H+pynUL6vYHRP/3Ct3X3253uuzagF9La7myDFbXd7DNgXuQ4USQBQjNJd64C9q9B/gONY2gSH0wX0e2E69pmE8/xj6Hsmeqcb/nM4ztwfHUPj/KWjW79hbp7GXIdAz/a9zmueMbWz+umY538yjdwzXF83zD8Kizf+a7hZVyY2z/iNuwMYMtPG5MywoWvaK08Ndr9wGPanX0f5kmv398r7O/D9F3bDsWcziify/nJEYz0WrmO2fKx5brT7SELeD/bg9cE/NjlR9MNSAIA74Ri1XqqMun3bUZVZiMLWSrzy29uw5b99jFfeAAoXA5W/OIz851bCZZ/Al0cBoLUOx74owepxmPYtcY9PjxGfXMKBgq/mYf+vK1HzpbV9NwBKSz0OHaxB5vIyLBDKzIHip0uFluzzxWFseqUBj7xYjpWzr/246dAGPPf8YczcPw5TRU60kYYkjfQkJ2YCroWOr5VCbA/19HoPLF/7zfM/prHRYxiyEuc9MmnhGpQtHFv2usX2hSJDrnsVh38r0g88yKJClGyrxdApDMb2rpBu19NxNuR3SWDQPP8Uo6vm+RO3syMW/yO+WT1oHNKA2X7ifXwUc5VabFlwTEs0a8P4kBaXYqepEhUvPIGK9kFDPcq2DO1xGPRi7UCjn7tXzLVeLvlUIUoKe3qs7BP44ovF7oBjDHsg3j4b6VgYdgxbZjGefM6NioMbsP6Nfj+3O7HyuSeHFP56jrtJOxZszuHHtg5rhBfNh7DAnuvAhJ5Uo6Kgbu8TeOncCmzZtBp53uPY8fcb8f1/zULhDzfjmSUW1O59Hps2ytjy8zXIG4freZ/Bj5+vXAIeWzFyb/ooHluPB8f927Aztxo11a/guf5j/kv+//buP7at8zz0+LfTSAg7N4UE1wfaaAdhc8OkMGFUSREuMG0sbGE2a5UhsuHSbexdT76OnRBMFBnW1HByrLHR7GtFHUvHmmfWvXLaMoKtomFXm0HLYLGKVEEdDgaD1epyaSThvQIdV8LVPZ1AQvH9g5TEH4e/JDmNq+fzl3h4fvPl4fO+7/O+Osbgn5vKd3EbFdSWW/jR3tOO74DG2RfdRPOXr7Gy/3B70Q9StpyNnXZTNNIrZ2kNEXX/JtyCz2xZ0wnnUe5cfIYvzzJ6+0rc4oq2juxz9yxDz+3jZHHaz2Ff+SkuKfos1lhobZpGbUnlxhfWMSVpSTmxYtvaR+hC2+K4uYrPeygu08udjeYTV85qnOp0pc67YJ86ccitmu3n9x7z1PWcXb5P3bx58+YK7/PWyGhoaSOKUls0ML2ksQe/B7NFgx6FuN3V+V1lLkPmIwOGlQz0b7VczrjxT5SaBlNnlpmnKm6x2RTxd1KoG6yo8ixe5fT+w68Qf1hun+BfCCGEEEIIsSy3uCNbCCGEEEII8Ukhwb8QQgghhBCrhAT/QgghhBBCrBIS/AshhBBCCLFKSPAvhBBCCCHEKiHBvxBCCCGEEKuEBP9CCCGEEEKsEhL8CyGEEEIIsUpI8C+EEEIIIcQqIcG/EEIIIYQQq8TtGfzPpohfjpOavdUHSjJ2JsjY+7Vvob0TJvhqHO3WndSCzGSc2DspMvVuOJdBm9HIzNVxrDrXzzd9LUbs2vTSNhZCCCGEECvmj6uuMTdN7NVhwq9PkJoDGoA5oEHF8nAbux9tpamhhiNdj+B9KojZO0LHxhrWn0sRezWUPa5iwraljbat1uyxZmKEjl5i8wkfzsbc+leC7PBB70gH1hp2v+DXIdwvgcfvwgLABCGPH54M4LpviqsXIvBAB/b1ZdYvOq723jiRcSNtj1pRcptM/NCN/83yp2B/MoDrvtLl068P4P1RomipmfbDXTjWwFQsRP/YZgLfcqLWc82/jdL/VO7+ra1lgzjDHX1Q4bPT3o0yei7CeFJDvduBY7sTuyl7Bz74WT/99DKyt6nqkVIXvLiXck1CCCGEEKKqqsF/4twh+q+0MTjowZQf5M8lCfd2cih9lFNfM1c9kPYfV0kA2m+SsNFUZe1pxo51EmQ3vkEPppkJRl88wlMTHk49bVsIqldEWiM1CenFBWiTqfwFVdav5RApUht7GdlbV7WE9OwUqTvaFgPh6xG8Tw1zttfNaAOgTUHLZv2Nfx3C/dLY4us5janrKi7/UdpKKmvZCs8YwOwUqWloamnGCGBux9dZJQz/zVk6n3ubzYd9BO4zkvrlSbydXlIDg7SvL145ReQ5N8OTKs35H6S5HV+no2TX8dM76KP+eyeEEEIIIUpVDf6VZhXDbxMkJjXUFgVDA9m0kckEid8aUJtrCMWTUYaGxzE/ZCP1yhGCnx2ko7XCdjNxLsWaaRtwZiscTRba//s2ol1RYn9jw1779dUoit8Tywa7pJkC8sPQaMBNrDHX4l68/uwUwOLrSgH5ijDjej7bYp9tJS+z2n0uAn7X4uv3R3F3Xc0G3CXpUhZc/gAuWOjJ8Pjze1DiFc9oYjzK9Kb9uDZkP1N10wE6fvUNhv51gvbHLfpXsb0X3yOllYpU0Wvr3gAdz/mJXK+1l0IIIYQQQpRTNfhXt/oYNEcZey1If2wiF5ypWFqtWJ8dxHFPmVbhXAVh/GdBgq9p3L/3GL6HTWhbQ/Qd3Ye71UXHY5uxrm/KViiWy6igtowx5HHrv/+Qh8BO/UAUHHnBbpzgjr7Cd92BxXSXZNH6RcFyxYB8RSQIPe8mXK3lv0gq/jap9TbMd6AT/H+SqbTawf3jOE5p/RdCCCGEWJYKwf800UEvo8Up5wCkmIhFmYhFGYWFlI3CjO4EkdPn0R7cxeD3rKiG7FJlg4ujZ75M4pdRwv9zGO1pD/biVPA7rGxunSI4OobdbUf9XYLRfz7P1CYPreWC1+KW7luquOW/NF1lxVwL0ecJZ/+e05jCzO5aWv7zzcYJn5vAst3DYsLVfCXCnjfeAVLJ7AeevA7WGlvaLTYHTc+FOf9VK667FVK/OEnwFybaBspVtqqYv+ZcuVK/sBnLmXHie631jecQQgghhBAFKgT/TTg6A0sPaxsstB/uKfNeE+ZN7Xg2lT+2/dAgyqshhjpDuQG/PZzYatXJ969USSmiV0nR6zFoUbEby+xjYwcjIx1lD6HcacNpMxWcp1FRUd8cwu2hNKceMD/mo+vh0sGw6iM+Rh4pWjir1TmTkEb8ZT8RYxu+rfm9NIvpQ4uSjP9sAoPBwPnIBM4yKTsl7tnFYH+U0XN9uHMDfncPdmCvNrSjnLtc9OYP+F1rwsyluiokQgghhBCiVNW0H/0ZZxbpB646AfmcxtT1NMa1zSj5aT6mdnq7HaUzuzSotD7mofURDQ0FZX5Wn7kM2pyFbd0mTHfAsispFXsMjCgtKpRUBLKDVi/ZAyV563qz/Vh2BgjszL3QzamvXfzlPQsDYNUv9XBmi7H8AOg5jdhwN8ffWEfHsV1YqqRXpS6cJPQ7Jz1/10yw9zjBjYN0bKxteLVyt4NdBzfT/rs0xj9RFlK5MppGs72LnsZ1lXcwl0G7rdKRhBBCCCFuP1WD/6aHuwg8rPdOLgCe1Zv3Ricgvx7B+9QlNpe0NleWH+wC8M4we3JTa+aH3dOvD+D9t1ad9KPaaO9GCJ4OE78BxkZgNk26cR33P9bFLp1pOD82N6IMHBllvh6Vngbw474yXyMpTNuZp70/Rug7J4lqm/EM7se2pvJhpt/04z2TwuHtwXqfQs/eOJ1Hu8ns7WHXlhrPtWQK0RTRF+YrSUVJYef6cF/IXdNs9p6rD+7HVeU8hRBCCCHE0lUN/lMXvLhfTqKu0WsBVjE3lsuPWQFzCeJXAEOCJFZMQPJaduaZRBKseWkl6dkpUh9m6pqCc0EyjLdnHMfAIJ71hsXlMzGGnvESVL6H50FDyWb5AeyClZ7tZ42DLn+uGjWXIHSom1EcdB1zYa7Qkq9NvI32sI9TW82FPS16bkTxn5zg/s5jCy396tZeTplG8f/qA2iorfVfm4gzQQI1kcG51gCzCa5eg8SfJsigkr2DKs5vjeAss49U8f0EuJ4kgRnbWrI9J2/ZZOpPIYQQQoglqP5PvqA0B/vjMKcRO9NPuMmG7XqIk/9yP4c//zYnXwHbgxD6p1Gs3e2YV3TS//roTVdZOAg3b/78PGoLpbMSVZyNCKZ/EyH47WGufm4/+5VRvJ4ku5/pwHmPfj+H+kUPnlovZI2D3uHSxCllQzs9G6DaVJ8AJMP0v3QV20Nmxs8ME7Nsg3NBxjfasL4Z5OQD9+J5aCl9MsD/+YCJrbbsbErJBLyGDP4VQgghhFiCqsG/sbEZdSa8OONMMd2ZfpYrQ+z0Po5fa+Ow14VlZoyBvz/EN37QjO2JXro2GRk/fQTvIY3D396FxVDDeVYKrk1t+PoVzn63k33JorSfx310lLT6GzF8RmX6gk7LP6CaDblhAnnz5y9R6uf9eH8wgfFOG21PDNK1UQUcWB+IMPoDL3veA8ezg+zaUNoz8bGZjNB9KIL6hI+uLQoTr/RxZN8+uLudw14Xpskw/heeon/2BD06A5vzGRubUT9jyBtmkSLySgTn17KDrHUHQQshhBBCiJp86ubNmzd/3ydRk7kMmY8MGH6PMe5qlpnRIG8gb1WzGWhc/ocl/+FXCCGEEGLl3D7BvxBCCCGEEGJZ/uj3fQJCCCGEEEKIj4cE/0IIIYQQQqwSEvwLIYQQQgixSkjwL4QQQgghxCohwb8QQgghhBCrhAT/QgghhBBCrBIS/AshhBBCCLFKSPAvhBBCCCHEKiHBvxBCCCGEEKuEBP9CCCGEEEKsEhL8CyGEEEIIsUpI8C+EEEIIIcQqIcG/EEIIIYQQq4QE/0IIIYQQQqwSEvwLIYQQQgixSkjwL4QQQgghxCohwb8QQgghhBCrhAT/QgghhBBCrBLLC/4zGpqWWaFT+Rj3XUIj/mqQ8DtabavPpohfjpOare8omRmNzBxMX4sRuzZd/2nmm8ug5fZXC+2dMMFX49R4hYWWeL0fixtRBjwDRG9UXi35RpDm6TilAAATqElEQVTgG8mqy+rdx7JMJ4hdTrDMkgAzccJnwsRnVuKkajSroc0CTJO4HCOx7ItYefWV+fLPgJUoO0uXZOxMkLH3a99iWd/1cvSeN7f6ufD7KNdCCLEK/PFyNk79rB/32GYC33Ki5pZN/NCN/83y29ifDOC6b2n7LjRByONnrNJOzO34Oh005V4mf3GW4Z+Mk8SEfccBXK3z72gkxyOMG9po26BU3Lf5MR9d1hiho5fYfMKHs7H6tWTFGe7oA+8Itrf66aeXkb1N1Tcr57dR+p/KncNaKp6z/ckAjvfGiYwbaXvUilKyRuG2ZrOZRCIx/4r2J6xE9a73eozQd0OMvadBQ27ZnIJpi4uO7a2oDdQtdcFb9LlPEx30MpooWnH+s/0ow9TkFJmPKu93aiJCBBsdW0wVlk2TuJyAu1sx63w0evuYfn0A74+KTy5Lu5HC9HgA3yP6JZj3ovQfhd6RDmopCdq7Uc6+PEr8hoJpk4sD21tpagBmk4xfGMf41Tasd5TZ+Nch3C+V/7bU+r2cF395D330MrIXokf7wTtCR+4iyj8D0kxNTuPwjtCxsfC6Rs9FGC8oR6DcacO5vR3H3aUldt70OxFC58LEb4B6t4O2x9tpXZPbb1GZL/mstClSsw56v9+BteQZsKi2sgNcCbLDl/08rVXvYJ5fh3C/BB6/Cwsw/33kyQCu+6a4eiECD3RgX19m/aLjFl/3cu8xoPO8AWbKPwe198eI/PQS4+8k0VAwbbCx+S+d2NfrH0d7J0zoXTOu/OdTuXI9kyQ2dolLb40xcQNYY6F14/18+Ut2TOXKvxBCiAUVg//8H0vtRop0o0pz7slsfzKAQ2ebtJYitbGXkb3Vf/5KggRtitQaF4FjbTWcugWXP4Ar9yrzpp9vDE7gGgjQvr507ek3+jn0Q5WD/QFatTDeQ4cIfvMEHRsMlfcdG2JHP/T8cD+t8z+a1yuc1vUI3qeGSa5tRrlTpeny1ezfdhutNVxVgeKAbU5j6rqKy3+UtpLAevGcSwNoSOnHpwXbWk/voI9eAnuthfu4HiFavMn0GP3PBFGeOEqgOy+4nUsxFuim81gHJ3rsOkFtishzboYnF8sSsBDMl2rC0VlY1rLnliFd6ZIoLL/paQA/7ivG7OEe8+Es2eKDkkD2E+N6hP7e85gPDhLYOE34yCEO/a6HE3us6JXgEmmN1GRr/YHplSA7fFGaWprJ3TnaD3eVqZBnWXYGCOzUeydOcEdf4aKZMYZ6z6I8GyDwQGFgqF0ewt07hHGoC7tOUKe95eepf0zh+odB9v8ZJC8e4ZAnTPOa3H60KWjZvLB+08NdBB6ef5VhPPDfGHhzjCFPLLv6DTDZs+/WX3aWIa2RmiSvPKfRJlOULeAl61exjHu88Iye05giTfJ5N+EG4CEPgS/pHy51wUvnq83sfvYAvr1NGMgw/b+iBF/Yx8VHB3Urw3oVFl2TEbxd52n+mgdXtwtTIzCbJP5aiCP7L7JtwIezpcb7IoQQq1TF4H/xxzIbsF2y9xY8uCsHlNUVBwnJ8246J5pRoL4uay3O8PA4hkY4/88R7IedRa3OSaLnYty74xStTUBTG7u3juL92dvs3mCrEDxliF8eB9JcemsXrQ9VaR1bYMb1vA8nEbyX09m/18YJ/ihcz1XBfS4Cftfi6/dHcXddzQbNFbraU8kEXFNJzDpR81vkroXo84SzP9w7LUVbTZOaBBqm0YDpG0mYTDE9Ry7QSxB63k3Yntv2vavEMjZ6NhX9kDeo2LfY8Pdf5QP0gv8s8/Ze3SAgVf6y6lYY7JWKv7v8Y6Rnp0jd0Vahh6qaKH5PLBdYF8n7nCYiISY+t4uDrQqg0Pb1LzPaG2Z8uxX7ks++Vg48/sJKQ7zC2vHTO+h7owm1SeeqWlTs+YsNTTR9Ok3iWpLUBstieZ1Nkbz2AelPm2nS/YJqxH4+RnP7IG3rsyuYvnKAbZFOrm4P0LNFyVUSy5zku+cJvWHE6T1Fx0YDC8+43NsfR9kplF8O0kxBQYU3GnATa8xWvBzF689OASy+Lqr0LP0e5z2j3x/F3RXG9kyAXffk3ryeYOG50GDP9kTMjBE8o2WD8IVGGANN9zjp+qZGZ1eQMXuPbkWjugzjrwRJbvXhezTv+dVowvpoFwen9uB9ZRzH05We6UIIIZaV9rOyUsTfTmGymWsP/ucypN65yNl/CpF4sIdTO4yMHjlCpzfFgSfasN+VCz1nElydVLH+18VQ1GxphdMTJLBRHAbP02LD+F834dpj5mKgn1G1h/Zq3eO3UCr+Nqn1Nsx3UD74nx4j/LpC06fHCP3LNmzb8tIS7nLRWyZI1a6cJ/TvBgyZi4xNqqReT2OYvcjwa058X4CFCs18l7/FhnNNP6FhG+rO1mwLHJBJxhj+4SWaHunh3pW68GXRSLw+Sui1cZKaivWRdlxbrdl0mZUyX6nSo1vRytnYwchIR/bv6xG8xWkVCzRS72uYW62Llal7rNiIkpgE+yetlwJgi4dADb1/NFrpOHaM2NglRv8xSDyZ/eYrJiutG7dx7Nhi2VopqctBBl6MonzNg/rzTtyns8vzW/5zS+orO0YFtWWMIY9b//1KZaGgglXaQ+JwBxZTpZJF6+fSfuZfl1R6ln2PNWI/CTNlSHPxbARnQeNK0XMhcZUYVtp0el9Zb8FKiKsJsG8sfGuhsQEqVKLTZH4Hyjr9Z7DyXxT439keQQn+hRCivNqC/7kUH1yDhDlFpUfzcmSuhAn9xoLrmbxgtVJL9WQEb9cwKctmXM+eoisXlO/qP4Xjl6MEX3gKv7KNwcF2TLMaGk0oeT9wBkWBmYsc94xjpOiHP5Mk+tJxgm8Z+fLf9dJ+n4KjaYgjR/Zx6SuHOaaXnVKjaMDN+Cywpc4NZ+OEz01g2e5h8Q4VtbppE5x94SQT9oMEHkvR33WI7v/soWdn5SAs85sQ3qPj2LpPsflKJ0e6joD1ACf2aBzv6qT/hs4FN1rpCAwSfy3K+aPBbO4toN5tx/b4IB0bl1FO5j93czu+TivjOmlCqtmg31peJPVaP94fmTl4LEArCUb/h5dDk9l0GQDeyKVzPOQpk6pSJLe++TEfXQ83oT7iY+SR+i+xJOWtOK1iXu4eaP8PDPnD8xsMGNBI/ydkawTzZSHXOrym6IBVAtP566nLG37cVyhppTYqKuqbQ7g9+pstHKvCOAQtGWcsGWfsQvZ16ZgEhda/sHMycJLwg4dp+zNIXjzJ+RsKzee6cZ+jqAV8mokLYc7/5CKxmXW0HTzBrtYmwEY2ybCw5R/qLTuW0p66W6q45b/MQ2lZ9xiYSxEbHuD4FTs937Yx/nw/nd4UB5/dpZ/GaL6XVs4z8T5YiysA708Qp5Vt5uKNklyNaTDzNleTu7CYit+fp9D6FSfDR08y+vnChhjt3VFOjqZxdrdWThsSQghRW/CfuRwligFeDzO23VqxpbHgh392itQ0efnCZYIMLc7wyQiGR4taPSu0VNPixPd9nczbBgXTpl30btq1uOyOJlSSpKaB3P616RS0bOOwvx1T8Q+/oYl7v3SAwSctqLkmpKaH9jP4YAfaRwYMc024uk2oS+i6drgD2N7aQV/1VfNoxF/2EzG24duafzfyWt2uR+nvGiJ+lwvf7lYUBXr6YOjFfobvPkWlkMTw2W34gq5s5WjjKQZtCYyfNdPUAL7v2cnMalz9XGrheisNck29O0b43THCufPTDUSrKfjcs4lA5dKEKksR+9cJzI96aL0jdz7bHYR841ydD+AKWqgrJbNQsn61we2L7HmDObNK8uJn4oTPJTBv1x+0azIbSCTzKt/XkySwsPlP59coaoEtdisC0y0eAnvJa6WuYRA+kPiRF/ekh8DO5Z2T8pCHE5+OEPpuJ+4boJjsHPy2j9bcPShsAVegIc29X/dx4M/NOq33zbR+vQfTmubc63rKzjTRQXfpoHQ9RZMQAPoVs+L0qHz5PUY6lDttOG2mbBC8rM89RcTrZnjWgcfXgXUNWP3HuPe0H/8Pxgl8XWeTO+y4dobxvjCA8mwHjs/m5fy/eB7jTl9Jyo8WCzM62Yp90wShc9m0nXIBvLKxg8G+KGdf7mbPe2kUxUha0zDeaaO9b7D6wGUhhBA1BP9anOEz45j/2kfbv3vxvxjBUpJTv6ggqCnqjtY1EyP4t8eJmjoYLNslXkwnyNCpaADw4H4Cj9+PbUsa/0/HaHfbUUgQ/nEM05d2o9/IpGDaYGH69QHcekHunMbUdRO765rtZ4nmNGLD3Rx/Yx0dx3ZhKZdysNbG7j4rprsWA2TlbiddJ7IVJO2dvICgWIMBpaHonppttH4YJmEP4PtC4awe1fKhl2Quk5s6sg6z1aY6VTFbFIYnJtC2qihoxN4ax9C6m3XABzUeJjOTJHGj9M5ZdgbwtZSvCAEVUj2KZjGa05i6nsb4qwjKwme8WGm49yEHygshIl/14WzRiP/4PBP3bMOzlsoD0KmjkqIXmOrJZNCfhDdvoHxxGlPZmXCqVRhKK075mjY42b+hluG3BixbO7DciDLQOYDeJ1Y4O1M9Zad0UHpdKgboRpQWldJurvlxWKWzSZUOnl3qPVZx9n0fpyEviabBhP2Jo9lxJrMp3UYQ82NHOfWFMSI/PYn3O3mz/XzzVOlsPzMxQqeimL4ewPMXCfz7/PSf99GzzVy+AnC3g/2HHexfKGOB8pVeIYQQJSoH/1qC0aP9RNfuZvCLZtRNPTgO9dPZP0XPE67lJQDNaSR/GcL/UhTN7uHEPlsdediFM/0AVSsatj0+dp/2494XwoCGuqWHw18p278MVAhycz865SUIPbeP82TQSJN8bh/n1ygYoa4Zf7T3xwh95yRRbTOewf3YKragK5juUrLd9C8PEfzFB6QbjRiB9Cw03+1g15OVZtIoni0oO5dI4lwf7p9oTGFic/7qN6IMHInRupSW/fn95tIN0rNgbAT1wf24yuwrf/2FKzY52NVeuaXPsr2X3af9dB4IYZzTSN/ppOfZ7EDkcsF/dnAlMAc0ZHOjLQ+1YdNZt1JFKH56B31auTlZ6gsYDRs6OLzXz/Hn9hBuAK3FSe/f1jbIuKSXoeL4Aj3zKSZp0rNGjGudOEpSN5ZK57s870qQHT6tyqw22UpU7PM1pi2tcdDl17vrpWk/9Zad6dcH8P5ba20VKB3auxGCp7PTlhobgdk06cZ13P9YF7vqmIa11DLuscFQ2NOXa2RR1jYvVFL10oWU9Xban7DTXuGsMskoft8QVzd0cezLKjSoeI7tpq+nm33/4eHE39R1kUIIIWpUIfjPMHGun/NGF77OXEu/YqXDf4x7T58nMbvM7P8Gjau/0nD0ncL5cXTVKmacTw/WNUVf6oIX98tJ1DU659diLszBnrfWiW9E7yg60xxC9sf3lXW6s8VoE2+jPezj1FZzXmtwJRnGT3Yy1HCQwMnWgm2Sr3rpfN7A4EBbmd6O7PlFm1SaG0E1G+HDXLrNF2KllZ0a59cvpeL81kjZzyF1oXhJ5fW5Hql8uLo+dysdIyOUS6iIT5Quq5QClZ6m6tiO1OUQwXNjJP8vi/OvKybs2ztwPVBYIkwPexhc6R6XasqkmMRPny2zQV6PRguE/97N/FBotQUGvrGj6H8fFJa7YmqLvcrYjjSZD1NMzZaGr7rjMfKn4i35TqmYG/OOVuczIz07RerD6lPQ6kqG8faM4xgYxLM+r6V9JsbQM16CyvfwPFg6jFWvUlwy288y73F+BTd5vpPOV5KY/rIX31eKnlhV/pdEPvuTAVzr19G64yj7t+Q930xOek9YSaZNNH1U5btdReqCFz+eJaQLCiHEH7YKwb8By1+f4vvFixtM2J/IjuRLFaRI63ctqy2UDjLMpUI4ni4zIvCTpNK4gxUQfyuCxR7Q3b/6RQ8f9x2an1UkM5Pg4j+EddMjxKJlTfU5HWXo6CjK098nsGkxsMv8YoBvHB1CPdWL45M4k09FlXo0SlvX5xXMZnPLVRkfcRvRGwtTborTZd3jTIrYywMcf2sd+7sdRF/spPvDg3Q9nvfP/OoeX2DBoVeZvcOUbaAoSGcr88/+iiqYwEL6Wio5wUQiRuqRW/f8FkKI29EKTvVZoWv542BUUFt0UmNromCyObHdWdjCb2xsRp0Jl53Gsb4ZUtbh6O6BO0F7a35ZimTCiWvvSv00GbAdGMT48hDdB06WpP30Pl+u1R/mc4vHTrtxo2DaYIaPVKYv5FoWi3s6/shAc8t06Q/vgsq52mXPorEZ9TO1zeSzeB7N+r0wVTRbnDhprr7i/LkpKmrRmVUrIxXvQ5OD/d0pguc6cb+St1wx0d69v/bAv9GE7RHbik+JWYn18TOcIfvfsPVz0muVX+70Vf7vw0YMn8krpyWKBp1XK7c1jnvQKztVy0KlqT5Nbfj6Fc5+t5N9yaK0n8d9dJS0+le+7sLZsJZzjzVip7vxv2nAsnUbx47bMSngGLIS/cFZvHuOo/zVYY5ts9zi6TXrH1fRtHeEkVt2PkIIcfv61M2bN28ueeuMhpY2oigyq7IQorqMppE2Ksgj4w9HJgMG+TyFEOK2sbzgXwghhBBCCHHbWEKyhBBCCCGEEOJ2JMG/EEIIIYQQq4QE/0IIIYQQQqwSEvwLIYQQQgixSkjwL4QQQgghxCohwb8QQgghhBCrhAT/QgghhBBCrBIS/AshhBBCCLFK/H98cPqbv+w6+wAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "cb357ba2", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6193804d", + "metadata": {}, + "outputs": [], + "source": [ + "import sys" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "ee8a4404", + "metadata": {}, + "outputs": [], + "source": [ + "maps = [[1, 1, 1, 0, 0, 0, 0, 1, 1, 1],[1, 1, 1, 1, 0, 0, 0, 0, 1, 1],[1, 0, 1, 1, 0, 0, 0, 0, 1, 1],[0, 0, 1, 1, 1, 0, 0, 0, 0, 1],[0, 0, 0, 1, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 1, 0, 0, 0],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "8858c650", + "metadata": {}, + "outputs": [], + "source": [ + "n = 10\n", + "visited = [[False] * n for _ in range(n)]\n", + "dist = [[-1]* n for _ in range(n)]\n", + "answer = sys.maxsize" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "f3f75c99", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs1 (start):\n", + " global count\n", + " queue = []\n", + " a,b = start \n", + " queue.append((a,b))\n", + " visited[a][b] = True\n", + " maps[a][b] = count \n", + " \n", + " while queue:\n", + " x, y = queue.pop(0)\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " \n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " \n", + " if nx < 0 or nx >= n or ny < 0 or ny >= n :\n", + " continue\n", + " \n", + " if maps[nx][ny] == 1 and not visited[nx][ny]:\n", + " #print('**')\n", + " visited[nx][ny] = True\n", + " maps[nx][ny] = count\n", + " queue.append((nx,ny))\n", + " #print(visited)" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "e907e2f3", + "metadata": {}, + "outputs": [], + "source": [ + "count = 1 \n", + "for i in range(n):\n", + " for j in range(n):\n", + " if maps[i][j] == 1 and not visited[i][j]:\n", + " start = (i,j)\n", + " bfs1(start)\n", + " count += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "b75dc988", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[1, 1, 1, 0, 0, 0, 0, 2, 2, 2],\n", + " [1, 1, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [1, 0, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [0, 0, 1, 1, 1, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 1, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 3, 0, 0, 0],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "maps" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "1078d28a", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs2(count):\n", + " queue = []\n", + " global answer\n", + " for i in range(n):\n", + " for j in range(n):\n", + " if maps[i][j] == count:\n", + " queue.append((i,j))\n", + " dist[i][j] = 0\n", + " while queue:\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " x,y = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx <0 or nx >= n or ny <0 or ny >= n:\n", + " continue\n", + " \n", + " # 다른 땅을 만났을때 \n", + " if maps[nx][ny] > 0 and maps[nx][ny] != count:\n", + " answer = min(answer,dist[x][y])\n", + " return \n", + " \n", + " # 바다를 만나면 dist + 1 \n", + " if maps[nx][ny] == 0 and dist[nx][ny] == -1:\n", + " dist[nx][ny] = dist[x][y] + 1\n", + " queue.append((nx,ny))" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "786c5674", + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(1,count):\n", + " bfs2(i)" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "a8ae46ac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n" + ] + } + ], + "source": [ + "print(answer)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8ae378fd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2146.ipynb b/2146.ipynb new file mode 100644 index 0000000..9359478 --- /dev/null +++ b/2146.ipynb @@ -0,0 +1,226 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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1BWwlj1X95MuC9FpxvHC+7BSwwo77ZOFm+RKRM3lVjEufJ1d+FOJjAxy8aMY17MKiyxpE9VSmUAfpsHUWb/svmpZW3P5NaLI6dpkZ20MjHB6fwPqMFYkEoRNBph/ahXlZRlYKFknSF1ejPXGZuGJHKpg+lV9dJr5sNe2F46AOQyEtx37GzllxbUiH/YyMT2PdY67CEaMweTZM4yP7S3ijVcbYzDQAXlckXx7XufA9qat9/qxbdmOMvzSK8tQhjm3UkTw7wLMvjWP4nkRaTvohCfoym3jxUzmLxjnSOz0PdtCj1gFzCYJ/N4q8uY/BlgC9Lw2j692LrcgfmSLyo078FzJ/KtNoPicRfl1BuSLTeK8FU1l/RJzQ0TGUtdvw/NCU2WkC7f0OBo9tIv4vYYI/GkXZ48JaONEtM7HePI1/fAKr04r0H3HG/2GM6YdcmJdRFG6n39CKcfw4I2+uZt9fSMhnRjkzY8VlrtdhUtpGKER+c4De1wzsG/JhJs743/bSdT0dHgYs7Jrk6u45mWtXIW5In5+pn2IDPo+sPQEVI16UK+MMDIaRnvKwd4OMv2uAzl6Zfd/aRnUnFtSJn+rH+UZml30R78lS1vhvbpbgmkIKMpNsCuUmaLVl3MyqysqBg3IKPkXslW4OXDDSMeRKe1e2+/CsCeB/613kL+tVGk2L9UkHwRcOMPzZfXQ8bMyJ+T/IWIMDt1pcb81I6L+oIZ7IEa6pBHGMrC/VkzUor+ZmCWLpLcN0bcuvtJNve+n1TcLDPQxuNqF9ZAi8A/Tuepf2YfeihAvyF0cyVJh8SgwYJcroSAjNYwW/lXmX8UkPg+fGCbzkzBz4bcez3aoS718lVU6a0t0GNFevIc+RWZnLJOJg/L9W1llwPotqz+Xb8HgMBE8M4PyRAstNtHZ7sK/RQd3Gf7oM87/mjMWimF814owfcCLnHLjNDfPQaDSkmmzs9fow5Hm9ShwgBUAm9naQWNYgL1qo1aoXypzrqQadlZ6XtYz/xE9nZ+bA77c8tD2otnSslEAgh3IHM0uSLwtRKBkvXERV/ZnGWniAWtVzXtrLXOviR7kS5vhRP+fZxD73NsyL3hTJaaf3AzgP1Pvdav0pIXEYp6vg4Ux/WpyHaHx9lMN7A5kDvy4OPZZjYBeO9VWt7FrbhfeAn3172jHnxvz7olj2DC065AfIkePDOE+lD/za+49gu7fyfKhEjnP4HQOOl0vVpPYxVtP8uRjZnYpz+aaB9aZMyIrpgfRuyq8l0nLigpednFd9m4T9uyeLYsuzyKfH8v5OXQlx8PujRL/QjqfdhNTQgzs1TG/ndiJ7POx9KPduDeZv+vB9s/S3pK5r6LlbolntxwYjbft71B9s0GF4qA3XQ+o/gw5rlwft6wEOdwYyB357OPRIicPeK+z0DGkJnvDS+Ub6wO++lx2Y6z5cWsGonkcm8s8xDI9lFiUYaNtqI+Ce5HLW+FfRf6kLYcJo4GyQia2m4sVPBrUd2rLOkxykzW5Obq7iRoAbIQZ6xmh8ys3ezRIg0THkxnAiyLUZFmWfGbb24f5KhN5n1SW4Vsoa//o1FnTjQcLXLdhbQLl4hjPXNXCqjFdajVQKNOVWjhqMT/n48VP5V6UHHfQ8mPnjbhs93ZBnkt3TxuBhCxNvBRnp8+Zk+9nPkaJsP5U8m2oTQhqTdRPaFwOEHnVjb1GI/nSMuLmdfSqr2Jo9Yf/Zjv7VMYJXrDjuBeUXZ8qutHVfamXX9zowZUOCGvRpT1cqBZoKB37VyGwpyrWsk1Kp0p7xmxH83z5IWN+BpxaDp0GLYeM2eqxtKLONaLULsdrKfzSzfl8PmrsrvGMuVXtKuvvWs+lzBwi82Yp7s4RyMcjYVTPtf12nVbLE7anVW3F0W+s3aHPqVfLsUWHMb0UqhXmkx1pasy7GE1ufXiidsSVNqXEOwAozbXvMtGX+TF6NELnaiPmeQnlY5EKjBClFqbCjWPQAqcJwxfsc+PZLpc8dAaVDJ+ror3JnnCBvUafVajFs9bDrQSmTvk6LVgPSwz0c+YoCmhSObj1ShV1M1XaqWY5zqaM/G3SYH3dhfrz4p2azQ8WY02HZcwTPxRDhUwP4c7L9qO1+5RkscwrTU7M0rmhemNfK7WoWyHE1KO8fp//geUzPHKporNUyxmqZPxcluysMrF42yrvRJPaNOpLRd9O7KV+ghMGvTn42pqxNsZtj/fp5g1lzjwXHc2YMq7JLOy2Gx/r48easraPmnKngMDC04b6/sD9VnCdqsgCgb6Ov21bsWGqQ0nK6WUFBizZryM+lUOaMbOnWo88Zb9k5Z4uiMNuYHp9AOuWrwcExf2PFLFE16zEkDEYto7EYyiMSWhQi70yiMbezkhKuLiXK6LFJDN900/peL97vhzDmJXlZ4Jbt0P6ZjR6/lcbPZv5ebmf/j+355q7WgO3ptAdB+Z0Fu0VfVZatLKnUrUkAWz7bz6ptuJ/2MtC3k2ATzDYYsPUcwpF116jFf+Vuj2T50jYGd1uqqE6JLC6QlyIzb3As02N9fBdWFQWcT75yT8dzVulJy7bDC9sJNoDSYmd/d3UZjyqnnmtlf0+Sgy9tZ2cTpBrNtPd3YCm10tYZMOlU0h6WXVzlEl7Ynp0DGrTo7zey/r+W6B+1/lxupmNrgWd8TiHxLwG8PwijWF0c2mmpK1avKD1WTnpKe0GD527Rzs5AYxNIa3fhqCKed54GI9v278Y72M32NzQwI2H/m56SHoRiblF7qpC6qTCLgvxhgqR2uuL98+0zMwtNjZg2Vji0OicTfTPMxMUI0UQmOGC5EfOaB9j0sDVvgkjfrxA/d5zjp97lGo00ZtN3Siba9gxiu3fh1uTZYXp/aa4jnhJq1QuVMrZUkbgmQ4rLPx1gmL38eI8F6eEejm3In/jU0/xVSd5WcrqPWG5h19dL7FepHbBcbsTxVyqmesWMY+WzVdTUX2XKKsr41pJ2JOWlr9ssgUbLtZ8Wp5QEamynEilhq2VOJnLKT+BcnOmsTM/MwnKDSkracmFmpVNSSmvsONbYKy408uaSbNrEqryoUG7eaWxqRvq8ZsHrOZckemqAgbFpHnB62PtQ5RFa0xirYf4EFiG7Rtqeb8fv62T7K4DWTPvzbRir258DQH6zl87Xmmn/lgvPn6dj6FOJCKP/s4vOWE6GogYdhlVkdipYWIyUnYdLLzBLZ0ZUWYzXLAtpilK25qRJVkubkTc+1Z7PUqseK4Fxax/tR7107g7QOKcwe7ednm+l5aTI+FfijA8OEF7RjucvDEgP9WDrGqBzYJqepx3qO+s3wgwfiGCu8sxPLiWdunMK01N62nPOd2o0LOiR/xVnuqmRRtI2SvO9Vhw7KqTYzbbn3CyzNNK4xlZ0MHspqJjnX9rgwlM2rWDOvRW2R6o99KmaxSVvoXGrt9yLqaUdakVn3obbv62GJ0qnPTTtOMnJUo+t6eDkyVL+2iiXC66U7c+pEHkboQ0Kl/9VwdZ/BHsV28vqKMQuxeCqRHzGjtQEqfhl4sSR4ins2cwtFbdoC69E8T8xiUX1QBrQYsXlqWN43cr2LPKmphcVUiNoW1az+kvlKlaifaZC9L5S6hmZ0IFOxqTd7N/jYFd28TkjE/uZl66uy0XpTxM/66V70obn5V3oc+a81EdBDuztRclJD1dffuN8KuuFNKVzkAMtEtYqz0kqF0fxv6NBg5/RiyY61uR4wTLUlOYvh0qyUEjeAcsiimWtloxjapTqL9V6T4XofXaURKEnMvuMQVO8va7EiH6QG6ubIP4eQIzEnGk+3K/WdqopVXQRKSZHOjk8t5tBb0++BzGTktb79A9xrc0KQSVjbuHv+s5G3BryHVQpYie6GHh/PfsObcNcpTFZ6xiraf5chOxq77Xj8hRovqqzzqRDT1Y+6sO+amFpotGb6XhyPaGBdAhK3hwyqyBfVxM3E+3+Y/DZ3Gvlk46ojpOlYi5O9CKgiZPAhB5IXE3HCcQTYCqMR0lGmfwA4l+Ik0JCkx2fqSjxOdN8gpLaxqdM6AUvPFdi0aI1YN/jKTmvL5AidmqAsUYH7s6Mp19rosM7xOqjY8RnSkT/l8rnX0WYdtlMUkVhOBk90uDCM5LjBJ1LkfjZATpfCuIZblUNAVJvT5nQC4Gy9auHyv/J1x8kNW7RqsYRqsdzfrLZOT7NSNj2FAbH1kbiZwOMXLFguXcS/4kIq7fC2LFJTGtNTB4bYfJeF5Z6JsWpBHFCcLEDU02HvT9Bynm/AIjy7pIWqDA9lUL6igF97sTUJKG/ZyWNv0uSTAGL/I9FbhvVxserkUoSe8uP95U4lu4jOAjQfbCb4SdddDxivE3ZJxbJbU/1WW1sLzCXIOQZ4fJaC4azAQIbe7DFRghgwcIYA6MGBtvNqguJTyu1hR2UOCfTAsHvOMnfN1xE1iYANBi/eYQf1/PoYsZYOT6BNLVpJAxf0hH/P2HiGxwLCTTmZCbOTaIxd1DLSTDNMnUnWO1JRxbJnELk2ABBnQXLVICRnz3A/i+/y8irYFkLgb8fx9TdtpCFSokz/n0/19ZaMLwd5MzjD/DAL0cIYMWmCzJwbDWe7fWMT5lrH8SI/6uMvY7/gG+BEjLboMeaCa+Ra45/vhU05iekaFjK/9Vi8SzO+G9ejX0z6odUVCjabiy+o2yatmoPaBSxqFjQSjSzerO9TCNo0VvsWO6u0xuu2sb55xeKqWdCyI3TroLPaGhuaS6RHrV25NPddP1cYvf+vViXxQi4D7BzJxi27Kfva3rk1730dw6geHvyc+aqUCRni8h80my0Y69awvNq8Ym2pyo58YlK0Vg04HD3EDjqxRlS5vOZz87M0qh/gG39u4pycuu/6mZw2XH8z+0sDvsZcOdlvaiUErP8Dl1teqFRKyG9rXJQs4qyUu8f59mXzrPyIQcu716MOoAOfN4Y4VcDdG2fxrZ/CMe9mqrKqsuZULMsqMjaZzQ0tyRVjMUFyp19qNRfec9WLCvHm52KE+jqZeLu3bhdVrSX/HT3bWf8cxZcuWP/QHvJ/+gw/xsL26mSbiznWddg2e2h8ZSfYddocdjPMx4cD96OCXwpMhYtXcpT1bcvYozlozJ/LlJ2i5jX/wrRCnOx8ckhek6NcHjvdmSNFm3DLIrSiGHtNtw7VEKVGrVILRMcdpWQtrzxvxjZrJcUkaM7OXi1lf29Dow3Jxj+Thff+Ekzlqf72PtQI5NHD9DbpbD/5W0YZyMcdh3k8loXQzsscOEwvV3fIKCz4erfhaUpTtDbz86uNoZKeK/nKRqf6bNi9VD/PFxYnzJytURRIvN65MRhunePMFsQ9tPzfIV2K0LC9vwxrI1a+N3S2Ql/8vHHH3+8+NcIBEtPagY0nxZP820nSfxCHO41YxAbVYJPE4UJIFIKqc9o83KUV8wRIbh9zBQcFBV8uplLkfq9pvrxlUqR+oxm0f+HwG0lpeQnDhEUIYx/gUAgEAgEAoHgDuFWBhkIBAKBQCAQCASCPyCE8S8QCAQCgUAgENwhCONfIBAIBAKBQCC4QxDGv0AgEAgEAoFAcIcgjH+BQCAQCAQCgeAOQRj/AoFAIBAIBALBHYIw/gUCgUAgEAgEgjsEYfwLBAKBQCAQCAR3CML4FwgEAoFAIBAI7hCE8S8QCAQCgUAgENwh3FbjP3U9SuSSTKrsXQrR1/0ELynIp3t54oUQcqUXzygoM1VcK0mS+IUI8WTxL4lzfvznEhWvlSN1UyE1V/XtS8eNMMOuYcI3luh9yTiRC3FUmumPiAX5q4qbUYLHgkRv1l5SrXKUvBohcvUTbv2UgqJkR3BOW70fwOkKEKviFcqlIP7Xo1TZwlWj9t6qy5pLoWTGad3tXOt4+xSNp5p02EcT+I9NUL1k317yvmW+rknCHifDZwt6Yy6FcnNhxpofs1X2dUpRUFLcxr4uPZfdVvL0RIaa5mSVV9Yig4ss67ZRIF+3kluld5eC2EfLiMMAACAASURBVCtOnK9UmD3U5toa599a26Cqei0Rt7MsgD+tdIN8uhfniQTScq36Detc+J40ApA8O0zva/GSv09HAgxMrMf3XTsSgBIj4D7A+BWQ1u2mz2VFalBITIaY1LRiqfIjoie2008fJ3eYSl+bU4ifGyfw5iQJRYv+QTuONhuGZQDXCA8OQO9JOnT5756OhQhhoWODvuy1MrVjtKM//e41VX5QCeTTvThz248kYU8v4wVNjqENd6cN3e9TTF+fJvX7hZ9U+yiDckNG/5QP92ZJvQIfhhkYhL6THejU76hQ3/pQf49M6AUn561l6lsC1TbQ2HANt2FkQf5a71+Q+WQkwMjJCRKKhOnxbWzbaEALMJNg8vQkjY+2YlqmUthcksipEQK/SKAsN9H21DZs96bfWyRHN8IMHxgnXTMDBkOceKaahsfd2K8MMEAfJ3dU0/pR/E8Uy91i+0R+ayDn+Zy20ivI12E23VrqcnmvA/ceK7MfThKabKT1MRO5WiUZGWf09TAxGWjIXJwDyWij9ak2zMvL101Rea/aNVV+G2bg2fOsP+RG/1bpdi45fta58D1cPN6UK2HGT4WYTCho9VZan2rFqs/UpJbxNBWiN1M/+4pKNy8N0aNPZHQoJXSYQvT1APF7HXljhenLhE6DZbuVajRkJZZKj6Qp0MfzdTWS+o3M9Mxs/u2XRtnuTveRiZwx+6XivlapOeGXMjpKX9jX9euveS76eSKnbmlKz2XKRxOEfn6eyUsJFLTo77ew/r/asd5VMDLy9JAaVlxeB8YyVcvXE2nU5mk1Yq848bJgN2SermkerbYs1Wfn5X7h2UXNmwDECLi88IwPx305lwvkC0jPGa+PEjwbQ54jrQvngAYJ48ZW2h8zo2sofH+GqQjjPwkSviLDciO2Rx20PZiul5ouXNqxla2Diq56P4DzBxNFt1oz7TGryMjMFv2eh9pcW3QthXwpirzchKlFU/SK4jZI90thzQyPu9m7Uader7r7p46yLvp5wh1G19JMo8obs8/WQ0XjH4B7HPRVIRy6jXvxbVz4O3r0CfqVOGGPN20IKNPQsn7+99ipAYKadnx+PcGufg6fM9G3sfi9quQoqNkkgBfnxUbAQNv+vQV1TREd7WQgvgn38z4Mn00S+6eD9HbF6fF0YGrKf3XuQM9/d8YIK6hK7BUn3rcBZpm+ngSdRHMTpJVkLconPSGMXpdoztXHGWO+GB22Th+5v6QHc6rSMPoDo9bvXhyFcir/rBvn/9GWNMBSl/x0HYzTOuSj53MR/F29DKQ8uB+pNCJSREe7OBhvZcjTg+6in86+AVIvlzDgltvY67XBR+M498rYPD7MDTLBLifxJhXTtYRisBZOMLedQrlUmBjYjn+5hA7Ud/KuBOgaiNLq8eEqsBgTr/fS2TvL4IgDQ+FzuZOKMg0zCfpdwfTf61z0FXVqwcJEmUZuacf3XHVfNjszjbysVX2ynMo3DlKX/HS+FGfTiz34VulIXvDT1dnLtMdDq4pVrO5oSeuzmkdBickWWPjmzDfkGTZzCtNTetoPuasw3NUXypVY0Jcqb6zKkPoDRNUQ/8NBPt1L5+vNtH9rN+4dOjSkSP5bGP9LOznzmCe/vbN6SI2Lfp5wK6rzS6GBLBHMG4u7qqxrVYagmiFVteymHSPh+Xma+TrmLzgWKJwzFsgs4irUFmZRrstUMzHHT3UxcLEVj8eFPteInEsQ7Ouka3aQI18r0oSQnGDguRGUrw/hcerh34Mc+HYnl58+RM+G+gzEUtSsq+5z4PM6ci6k+0Cp2B45/TynMM0siRedBBsArLj+prng/mkiPxmoYVGd7hfz/KIy05+FToAc6u6fOspKY8PlXXq9Up3xfzWwMIgLyDU0Cgf/bBLYoJ83BNKGafbXGJPnFNY77UjLYNPDEp3/EkXZWM6fkMO8gkoSdu/kMA7cvbZ5Ay6ad/NlJk8nsfW2ZTz9Ooz/bQvrXx1gMtaBqcCTUHqgZ959Jf9v45M+fE+mS/U/0Q9OX453IlqFYsjHsLVPVXArhj9VQVnjpSrCeF0R1VVoOeVZDbfyu0uTJBqJo/2SoUR7KEy+HqKxLWuwmWlvt/CNoyFij2wr6/3i5iTB0yk29bemlYR5C44v7eR4KIb9qdJPytF3kVetTz9zM0b0qsTqlRq4BJxLL0Stz/hIq9JboxjUSRG/EoerEvEZO1Jm4oyf6sfZMA2lTNTrYc5EdNi25nxzVqdkZeZzzUgamfjVBIqkR5tx2qSUBPEPZTQrmtU990WTSj7y6cIr+QuTxJiTzmk90i0IUrn8doiktYe2VWmtpHuwlS2rQoz2OQlpgRmVNivlaJmqsfAy7ZKvhwv0XcZrdytZ0JdFNavSkFoEiXh6briagDVZEzGt01I3QG8tuP1qeiaJJ8CUvf2cF2ckxTR61vPJkfggAqTnI9O9ZW68OYH/mMKWYTf2u7IXNehW2dn7vELnXj8T1h6sajuXNaDbuBffhoId9odaaX/Uil4L0aPVvEUmEQdm4iQwoZ23KWbJHy1GHN6sDsxQo+za8ubpCrUqGwEhYWhSnRFz6pYgDihXE7BGu+CAUNEB2mYJzW/jxK8rSC1aNA2kw4Oux4n/VoPUrL7QVi6eJ7J8C56v6tEA3NXK7rYQnb+Iomywqj6zKJZKV5VFpZ/zygotZWFVUW//1E9pm+sPxvNfk2F5U+baTSMPrEz/qV9lhp/HSZQ3pwpQiI8dxJ8wYMDPwLFm9rabkYq2XFay2qxh9J0IjvvNaBtAufgu72rMtN9d5t1ns0pMwrS5DccjptLbbZ8myizmyhrwazo4ebIj/e8qwhAam5qRbgZLlrUYwYVGNJ+XSJ7ux1lk4MG8F6JSqMjFMQLvGXGsexeny5u+lmcExLkcBfNXF3xJmi+uxnjzPPEblJfW63FiWNi0KntBh8lsQLkoo5R6UokwfiqOdUcPEiCfO0PkLjvtd8E0wAYXvux29MXy36bGovrk+hmC5yT0+gn8r27C8s30fYatfbj1QZ5wqzxzYxLvgePIj/TRsyrneqFOWWHH/bKB8MQZ/C9FiGViqaV7zZjW7MOz21hWp8yHDN3INzjKIxN9V8ZoleAWGP/NzRK8N00S0k6JuSTydbDs8OBap5n3Fn96SX9P4kYSSC546NQWNYtg6fSIQuT1cZJ6Pbw6Svihnkwtbbi8rSQKFx5KhOBPZXTLGxl/PYJttzl9fYML318mFrlIWqT+UiYZG1cw3KMh+KMQtv12lXkvQ/wyEUy03qXy211GTAS4HAdr1hCeCtH77CiJFc1oVd4ptVjVnT9A/FQn3RdtuLt9GJfJTPi66RqBI/syCjXXeaG2O/l+iLGrOnRNAUZOW3Bvzi5MM461cszNkkKLtqn8bXVTpR2kRuznY8SX62h8dYTQWjf2rANCRQdIj7jxGMJMvOlnIBLLOL8kjGYTpm95sK1aul2xWztHLyE3IoyfSIczFYVP3moKZPaW9k/h+Mi1uZaYisZ/nnDMKUxPzdKYqxQqentzttlzw35mlOJDFzfPcNA1qeqBKSIRor9vlMvSJva5t2FuihM66qWzfYz24cJtPx1WlxvlqJfO3X4aUVCWmXH0u7CWkGv5zQF6XzOwb8iHmTjjf9tL1/UeDm3PGF6ZTsr7/o9iRAA+yPUqpQn7nESaliAkI2u4G9pwd5qYVAmXkQyakspZ2uzm5Obaiy3aqi/agsuQPW9A5R2Umsj7bhs6lZCnWlEuHad/cJLVT7uxb5Cw/4UDVe9jqfNYZeN9gf9vFgVN2jOQ5TMa+H9zZD9Xjh6Zxts7THRdH551WkgE8f4kgW2fDT0Z479GCuWu7j6Zmkgb8Y+5OfJwnN69B+j+fXvpHYc5hfibhxk+8S483IOnvXTMfbl4WvlKhPCVCOHXoJRBlBuW5WqRmRjppWtQwdOfCdArkp0MH01w5gOQp/pxvqFU78lVWzyvc+F7OP+SfkMrxvHjjLy5mn1/ISGfGeXMjBWXuTgWtTriBF50EmyobmFbkt+nQNKR3TAv8mq2GNBkU0Gc8+K8CKrm/PuThG+CcnaS2JPbFjx0i1jUzKZA0uVv5S+JHplTiP/TAAcnjOw+5EJ3qpP+3mFSD2tATTJvRjn+nYOc/+JuDrl0jO3rp/NgB5tK3F4O9Z2xReivqQm8fV6iG/vwbJeYONBJZ8819n2rHXOLyv2G1ZgZI/YRmAoXAB/FiGJmS1GUggHHi7WeL5GJXUxitNow6gAkrButeN2XiZOZ0HOdFwUoV8YZ+M4ZpKc89OiDdA920i3vw/U1M/pSBn2uE0qWiSOhy+5gZHRrXQZswfxeyUguaQdl5O7AmxLtwz3oT3cz0NWNvMeF48sZD/08Jc5KASATi4SJRcKMQ7EuA7Rr1mP++xFGfmZh/6Z02M/I+DTmp9O6V+2Q65LO0XkU6KqESohqi4S1woYJADNR/L0HiT86hG+PHvkXXnq7BlBezoZg55a1rfL78nadqyh/XmYX1z9VUVVZBdRZVhnjv8rC3/bivJ4Tm503MWrQaFKs/togvk5t/nbzMh0SyfkT+SlFgZYt7PdaiVaz9au30+O1ocnGB8ytxPpXbqx/lSTxoVxsKGkN2Pd4iuL11ZGJ/HMMw2MuzMsADLRttRFwT3I5a/wXKbEU0VAQRa+H8TEmN7mw5EwStWwxliXP+5Bec5YKlymkXKxtPsUHuoq26m9GCZ6KY9iqdtBV/WCLKutc+J6sQmxzv7tcPHMBaout5NUJzrwSIPieltbnPTjKxiuvZOV9cD4hw5pMG//6GnGNAccKym9xfmElRs6TmAJTZhKVE3E0Bkfaqw/5cjQnY3nCTcdGI9pUjOMvBeDrQ+wy1+/hWJC7WvskfyKLhQLEjC7cTxqhwYj7ZYnx6CyaX6k8fz1E714/ccmK4/lDtN5fvn8XOwFdfjtEcmNfJixLwvq1LZx59jyRKTtmUPfYzcmE/mEMZXMfP9xuQlNlyMD84llt56sg5p8VdnqGtARPeOl8I33gd9/LDsx1eybrMciKkX8dB6023/BQaaMoZOQTFa9rkonXzqD5agdtF/2MnrHj/upiPZIy8lXQZnX6ImU2j5sRAj9P0fo3Lqw6LWz3MHjvBEmuqd6uvDdBVN/BkNOKrgE6Dg5ieCdF4xXV28tStDO2GP01E8X/YoDUY4N4NqeTDtj3H8H4pp/gxWl143+ZFceTQXpfGkb7rQ5sf54T8//9MRqfdC865CeNhHGNDv9EmNg6R9rzf3YCzdoODFDmADGkPjhO93fexbhjCNdGCejA9/IDBP7xDO9OmdGr7VoUkEwq6O5ZSTMqu6S1UvBsfToqReyVbg5cMNIx5MLWAmz34VkTwP/Wu8hf1hc5KRfl0NJZ6XlZy/hP/HR2Zg78fstD24Nq+ncJx5YqBboqAXWHqMYmCd2w0ZfZfZcecrDl507O/6uM/SuFZclUDATK03UxtC0SE0edOOdvKBXGtViHY+NtLKsyZYz/Ogqv4FVubGpG+nzGK91k4oG10/jfiGDfIRF+YwLd2rTHPlr6FRlkwoP9jGd26meTMsnlZuxrJGhayer7ahUvEx0nT+b8LWEwahmNxVAekdCiEHlnEo25nZWgOl0oF0fxntXjeLkH3U924h0MMrS/Nf9ASL3MpWpPWzZTnBbN+KQPd0tpLytQZqAXLAazu0D/GsrZGs4uGirE6RVRIqq/1HdXiPMuT4r4xHnYsJdDXYZMGFeCiWNn4OEOrEWTjA7Lw2ZGXwkS3dCBqUkmdCqMdvP+ykpshZn1940y9tMo1h0mtNdDBM42YuterX5/g4RlI4ReeCJ9YOnlH4KmDi/xjEKq6LFa+6Tg6ad8+HIvrDDTthFSa49ha9TCFS1SC+mx3WJn/5GchXkBzWYHPXdL5Pl3K2UYKePdWHmvCd6IEp8zYWiAxDvniS9fTfuflXjXXJLJkV5Gb9jo6TZRrx++GrR6K45uK1sUhdlG7fxZBmYUFIODY/7Gio7klKKks0ksCemYasN/WZyhnvjZQUaiFlwuO5b/IrPzhV6GP7ufvRsXkd9nKkEcA5b5qi1OZvPQWenx52wnN2gxbLTDXIpjXwEtCvLnJZozE7F27S4G1+Y8rzVg2wisO4YZLSDh6NYjlTGaUzMltgwXo7+aTHQc8uVfa9Bi2OzCBUAjtu4eKAhnNTw+yJGvTBD6+Qi9f5eT7ef5I8XZfj6jobklSfA7ToKkD2HPNuXuLpfeeTJs9TAojRMYdGZi/jsYetRaUcY1q7bhGy3w2q4w4+jOhFqxUvW7ctFtcHFkQ/rf9eySMpdCKVKci/HAajA+5ePHT+XfJj3ooOfBzB932+jphpW5JZbZCYUKoTgrzLTtMdOWfdfVCJGrjZjvKbx/CcdWDjXrKtU2L+BuAyaCC2dbEpOcv6pj9X+vXoelFJlr11GJiKi9Hervn9tZVmWqivlXPpog9Na7ROfjm7To7zfzwDpb2uAuZCpC4B8DhK9M05hd1cxp0W9w0OcyZwaHFuvuHuK9A2z/BmjNHWmvYlXHOyVs3QsLk3RqrlY6tuek+ryg8liZtEnKDRlr90IaMePWPtqPeuncHaBxTmH2bjs937Kio9j4l39xmP4fnGflNz3YV2hhh5stg710ueK4+mtfu8VPLcSBzs5AYxNIa3fhKLHNn3t/Fq3exra2YpVbzoORzs5U6uR57YtB9ZRtpantu0ukTquIBvNTPZhzL81c493TIbivHetdzZi/3oN++YJpqtvgYv+vBxhw7URLCs2a3RlZrYSE/a97mP7bYZw7tTCnwbzDTceaKs3Nqgz/nMNAM7PMNjXSqNXT9kyr6t219kkRSpzwieOMX7iWLot0X618sI2937XNZ+PRaJXSk2ZBthmgbIaRShmsdBtc9HzoZWD3ThpJoSwz09G7DWODija5GeHwtw9y/gsO3EOtGBYVNppC+Z2C0qQgf5hAmS2VPTon5WNmh65kKsLcndOZWWhqhOUWdn19qeJ8JWzf9mBSCrJk5JY7BzTZsHxJ7fkUsVe6OPCGFsdQZndz1TY8/Rr6XzrA8S8cooqNd3X+zEaPx4RSMJctWmYLyKbtjd9I6xhmZpldbsC2tY+9BV7SkrulOZll7PM7OZmxmB2H99soHb1ar/7KfENJoyCdcc6mkupTe5eVtqet84ZhSfLGYjYlaXW7yzRoaTaY2PR0q4rBWZnSB2tLf9dC2Ef6nhR27I9ULisbEgmzzM400tikRf+XLvI1Z3reW389SvSGhOl+qQ5nQYlsdgAz08hJW16634qZhSpmh8mS4vJPBxhmLz/eY0F6uIdjG/KdDYsaWzXrKrWDqxLGrR3l7QqdDVdPAu/gTnY2QUrRYt6xn22rKLnzPm9LZFNxLjdiNttYX6LzammHxfbP7SyrHBWN/4V0dfvoadflnGyexO/u5PzjBSkPZybxPneYxj0ejnTnjNK5JJNHOukc2cUPnZb0ANKa2Ob5cf2TRV2obT2lGzLPqK8hTCiVnMWy7xDbzLr5Z9v2H8Hyb0l0y6eLdjLk0704Ew6VHMQS9u+eLFlmceaS8vernYQvt5JMZ2cq9bJMHS4E8J+aIPE7FnKxa/VYt3bgeDB/0FeXsg1q/26oJXVaJeT/FUxvf75xhi1rW9Hfby441KXF+DU3x75Wx8uXmXD0H6vZw6K2oCvqn7KHgaL4Va5W3ydqpJg81svxhn34RswLOz5zKRI/O0Dniwqe4dbMVnbpxWJhthmg8iHDMudYaNBh/mYfR75ZxScsM9L63BDb/lyvWk5ZEiH6B4MLC4oWiWvnAgQAdAYs95R4Lhll8gOIfyFOCgkNCeLvAamF3QqocB5HZSzLp3vx4ioyyip5ixbIeHBLlBs9GqA4wlmD8YkhjmzVkLuxo73PweBoRspLHkSvz4tavcxm9PjXyuSCTwQ5MBDF5vHRk7tJkZzk8N5OvE//ENfahQ8rmZmoMExMdSzKhF4IlKjI4vRXaaOg4GDsIkMk6+Faif8nw/TUMY5Vc2BC9WBt/nflyXhLM9rlRsx3awEtK40WNO+VC/5I7/SX1JwqWYmK/o+iOlANz1U5H7PozEIZlIuj+N/RoMHP6EUTHWu0FG7G1jsf1KqrKh1cjVb4v6105m30HanGUqzHlijdDqYdJzlZcG2x/XM7yypHReN/NplEaVqJoUW3cHCxQYO2xYDhz1JEp/8Q/7+424v+q67iBUyDFv0qLcUbkDKRiRj2r30y2aAXleozGebw4DjaPT/G99CCFkn9YphvDB5GOtKH7Q8gMUDVpGQiJ4Y5eFZLh8cDx7ro6pEzB+duZTBIZdQmivQO1x8zSxPTXp7suKwDvZ0+bxl3gNqkp8QZ/76fa2stGN4OcubxB3jglyMEsGLTBRk4thrPdnPtCxFATsSIxSPIm/PH8q07xJehQVNXfW95HOtUhPMf2HEsxdmqPxZqDDFSXzhKoJKVqObFQpO21rPSJamYjvu9JSrok2IRmYVIJYm95cf7ShxL9xEcBOg+2M3wky46HjH+cWQs/KRZTP/8gZRV0fjXPrQL9+xxjr/gxD//v5nNMkszhg09DG0tSBPQZMH1ciOBfxxg59HCsB8Xnq3mCttmCys35ZIFu0VfUWE0G+3YKfzPHlRo1CK1THDY5VT5scqT57WUp4rMNTporWOCyjszUQ2f0dDc0ryQuYPKqb3K/u+NOhu7umX8pzpxvppzXaunrXtXkeHfqJWQ3j6M06VeUrXxaurfrXZ4Ju/tZTKipIie6GTgtILhkQ6GDlnRLwN6f4z5wnEO9/13Di7bwv7vtWGstAZo0mPZbCmdjaIM6nJULgWghLSu2t5Pt0+hsCyuTzRYdg+ROuqne/dIUdjP4Iu2+v9H14I4Y5Wa1ZXhRnt3dTqEZeb5GO4l+38llAiHXQe5vNbF0A4LXDhMb9c3COhsuPp3YWmKE/T2s7OrjaH5HZMSqIxlNU/RUrLgqY2pylJJGnPOfywBVcvsr6/B9tbyZ3H0rbj3p/D6nAQLw36e8eB4sMpFv0p/FJMTQlgkVIvRX7eOpVg4lu+v8t9Vdn6qNjvMImnUSkiFs0292X7ST5dN61qYOrViWWXOP6XeP86zL51n5UMOXN69maxLHfi8McKvBujaPo1t/xCOezUL37oEc3QeVY2NfNTavCpqnH9L2VC1yOxi+ud2l1WOP/n4448/ruM5geDTTSpVNqa+ws+CxZBSUGYbc7K6/JEwl0L5j1kaP6vNT++aSypF6jOa0r8LBILFM6Og3Mqc/wLBpxxh/AsEAoFAIBAIBHcINWzMCAQCgUAgEAgEgk8zwvgXCAQCgUAgEAjuEITxLxAIBAKBQCAQ3CEI418gEAgEAoFAILhDEMa/QCAQCAQCgUBwhyCMf4FAIBAIBAKB4A5BGP8CgUAgEAgEAsEdgjD+BQKBQCAQCASCOwRh/AsEAoFAIBAIBHcIwvgXCAQCgUAgEAjuEBZn/KcUFCW1RFXJkmDimJ+JjypdK49yKYj/9SjKEtfukyJ1UyE1l3NhLoVSeO2WESPgchJ4/zYUVaNMJc758Z9L1FdWMk7kQpxkpfty2jp5NULkavkn1OpUcz0/msB/bII6v+w2Ufu4ZEZBman25iRhj5PhsxV66GaU4LEg0ZsVrpVFIfq6n+ClPxaNIRAIBAKBOn+6mIfltwZwTqzH9107UuZa7BUn3rdLP2N43M3ejboyb53m8ukQPNiB9a5y1yB5KUTgVJDoDZDub6Vtqx3T8vRvyoeThCYbaX3MhLb+T1xikoQ9vYzHF65Y11mZeHsi5x4rLq8DY95zUUY7+qH3JB1rMpd+G2bg2fOsP+TGvqLGakyF6C14Vr3fsnWZRbkuw2zOTzfCDB8YJ174CIAyjdzSnicX1VIkUyXLMdC2fy9SLEQICx0b9MUvK3jWYDAQj2f/suLaoTAwCH0nOygnkbltrX9rgAH6OLmj9BPTKnVSu8bNOOGfHGf8kox0fxvbnrJhyArr9GVCp8Gy3YrKlyGf7sV5IoG0XF26i8bZXJLI66MEz8aQ54AGYA5okDBubKX9MTO6hhIfdCNC4GiAiYRSUE/1cVmO6Int9NPHyR0m1MYDgPUZH477AGZJ/UZmemZW5U05zCSYPD1J46OtmJaVuTaXJPpmgPHTUWQkTJvbcDxiyny3QmIyxKSmldb7K2uM6NEncr5DIBAIBIJPD+WNfxXDS7kho3/Kh3uzullnfNKH70m1X2RCLzg5rzqR5xoBs0wD+JxEmiBt5NmLnlDe9vKsT8bxPQ+7/tMs8VMDdO8eRbuiGW0DoExDy/qFB94P4PzBRNF7AJhTmJ7S016VIa1usKSZZfp6EluukV7we+o3MrrNOe130c/4a2b6TnaQb0bECLi8zNe4RYKjTpwAGGh7urzRoW4cpg1mm8r9Rf120c8TboUKZlddFC00lGnk5Q58Q63FNy+3sdebrrGawRUtV9ByG3u9prTcWX3s3Szlv+Oiv+CBgr7NLmKeq/xNybPD9L6WfnA2CeDFebERSBviRRI8F+N41wEuPzqEb4eWyLEuer2NHOqxll+I5HKPg74qF1jxU10MXGzF43GhzzXy5xIE+zrpmh3kyNcMxQ/ORPH3HiT+6BC+fToixzrpHUzh6Vcvd75vlWnkmca0/OWMr/yFjA5bpy9HHqP4n+hHqUrocsbHnMI0syRedBJsALDi+pvmgvsVJn3P4r3hYGh4F/qZOIHvdbPzhHZ+jCg3QG/Nr0tYJ9HclPOadS58TxoRCAQCgeDTSnnjP8fwShPjeEcvSkut/txKFBoBhUTJN9MUIv97guY2D613aQANhr9sxTrmRfuMj477M8Zvrq1/nwOf16H++ownfPF1TRsMS4MRh9eHYyrC+E+ChK/IsNxE61YH9vt1MBUiXOkVpYzDqSWo3u9TTF/X0VrHFTqa0AAAIABJREFUzkPhQiMx5qQz1owWyoRpySTiwEycBKZ8I/Jc2tBW3VWaSyJfh8SNJKAlOQXMySQhY2SH8boirM48m9u3iTEnndN6pCqCb3Qb9+LbWPr36JX8v1MXznBmdhP7N+mhAcxbHaze6eXZnYG0sTkzDWVGRK1omyU0v40Tv64gtWjRNJAOZ7oeJ/5bDVKzurdbeSdIaHYT7rx6Hif0gZ1tq4rvz/at/LNunL9qw7PHgmYqRO+z76JtKr5flethho+mnQ75BnleSenxUeodU6H8v29GCP+imS3Dreg1gMbAlketjPu07PJ2YMo6JwpeY3P6SizkBQKBQCD4dFJb2M9UnMs3jay/u/Qt0aNP0H9Oh6RrVPlVwtCkdj2DEid8KkDoQgIl19CtBk0jjTTSWOb1nzpuTjD8nB/N04N4nBKzVwMM9HQxPXAEx+cA4gRedBL8YhvuTlv1HuMlI1O+ariIWviSGjLRd2X0FkN54/+DEGNXdeiaAoy9bcO1LsdY3eDCVyL8Qn5zlDMzGjh7nujDBsIRDRpNgLGLFjoAsOHyFu66LNTLaJWg6sh7hfjZcQJvTpJQCsNK8onHIqTW7MKQ/U23GlMLaLYO0rNBm9l5qVDc1QD9rqD6bwUeaukRNx5DmIk3/QxEYsjpqxjNJkzf8mBbpb6gT3wYg69swjhfTxPmexSiv1ZAxfhPkyL+qzja5c1oAH59jRgSjmWl7i+gJet0UDfI87gRYfxEenGs1VtpfaoVq766QD9NUyM0NfLHpDIEAoFAIKhETcZ/4twZYmta2be8wo1ljLHSyIQGexm7ex8ejxmujjPQ18W15w/RcX/6jnAmFMj6jI/W/9vKiG+E4Nr9tP6nWeL/NMb5Jg3Nf+dkEorDfnL5aAL/W7ApG089o5BEQletcVKKuRQpJKTCiIMS9yq/vUZyKgVpE6mY+GUmU1b6NkhoAM29NtavGud8TIavABhwvFhHzH/65RnDPRM7/1rxok1qsZY2jFbYcZ8sDseqldTFIIEPjDiey/HlZ43arAF7fYLh7weRvu6j564gne5Ohmf241KL888heW6AzhPQPnwI7bFnGdgL2sf2c2TNeToHu2l8xAilToR8NMGZD0Ce6sf5hsI0ekpI0zzymwP0vmZg35APM3HG/7aXrus9HNqeGQuZHQrWudg1o4BWm9PzGrTLQFGU0nXKQdrs5uTmzB8qZzhyWqFMmJpMLBImFgkzDmAoXkTOziigyZfPRk22nmlyx6XjPmAuTuwimHekw4jkj2Jwn42VwLWC8kMvOBm9LjG/8dAiYa3WGs8NSdqjR/6Fl96uAZSXs2FWuTK+C9tDI3j/IYjlb1rRz8QZf+08moZmvK5JoNwuQwly+lOEAgkEAoHg00L1xv/1ICOvKtj3r781HuapCOffN7Dl/zGnY/bvbcOxMUD/25fnjf/8LXgXhz4XIvCPnThvgHR/G+5DNgwZA74o7CeXwsOUv5GRNdrqwxJK8VuZa+gwlHxPI5rPSyRP9+M8rUV/vxGTFqSWCIddzsw9OR5zw2osGj/hc62sfkhi9mqY8x/oMP3VUoRd5S8colD9oq3c+YkCFg5vqqBEGR0JoXmswGjNCVdKXTpO50tBZtftZWiThLahg6GeRgY8Bwl+0VN2Z0H30D6OrNOg1QBdRzD8WxLdKj1ajBzxK6QUGZMJVhY+OCcT+ocxlM19/HC7KRO2UiksTCbyzzEMj7kwLwMw0LbVRsA9yeWs8Z/TvokxCa4pLCz9Uig3QautZPirGPNFMe8ZMsZ8+ZC68kh6I0wkkDGlw8fmZK5d1WD4mgSZ/YPC0JjU/8/e/Qc3dd6J/n9jIWEQTuzSaN0RTaOSmGSisFXJ4KYR9BsnG4ebut0AS51uTJdrlpLW69RL1qxbrwmsW1+44brrdQplcWkhbRwm0G7cFpzJOhlwN3Ha4Awr2lghEQWUEBmwiHNAlizr+4dkW5aOZOnIBFp9XjOZCfI5j57znF+f56deP8Qhn51qmx7w4uh1YfpLK/nEBv+RbK5omDiH6M12qqrD11fSgNzZQ+f5EhoeDFcCTXeXs/zXVRz5nYdStcpx1VPUvdBO2/qq8ITfhxrZucQSft6k0ssQS1MjhxBCCHF1pRb8n+1m26Z2vMs3Unl7glbqCIPRhOmVHVRVA74BPF7ILywYb0FO1Er2MQvz8/bQ51QovcEIg730vK7H9nB8e+Go/NtLWXd7Ma7XXTDPFgn8A3iOO/DcVs3uJQUprfTj6fdgnFec9so0cd47g5O5LP9Yog1i5gsMOuh4zsW6764bX5EkWp6d9d83cuBnO6h5LjLmf+NWSuehedx+QFHCq7ykvgOB2AVhby2ndaMp8Wo/wKTDfgZ7afvnJ+kyV9KcpNVUf2sZdf9nGeZPjp/JfFsFW/ZUAOAuKqWUBF0tOj1Gb8yk9buKsf28I7xyEl3xq/0EvfRsr2fP+RLqNlgT9cmoMGEpMrLH6US534QRhd7XetDbVqm0eIN5QTH5BzroOltMaSEoxw5x6KwenttA1XMkGfM/2fwYddETktUkWoXLdOdiip7eT8cxO5ULjHheaKcrt4S6RKcs6Kbj2W5My5opzgXcR+g4ZqZ0dfJemgluWU5zczl63SQB+Y0WrHTgeBus8wB3D0dO5jP/7xLcybp8rEvXYb3LRe/bYFkYHmqGz4PjuIeib+3Gnj/JEyMYQAmkflUIIYQQ15rkwX8wgPtwC027jmJcupEtX5m8a3vCZM7IuGX1MdUxdEUs+/Yq2n5Qw9qfGQj4/Fjur2P93YnaC0edoWtLUziYywcYoPdnTRyxt9J4U2ovadP9Dey+P6VNk7utnNatXgyJlkyMpbYcYaw8M0X2Zdi/bsWUbs9E9Jhwnx9yDTCnmHVfTRAcHR5foWbMnCLK/7dKqBk3GTxKspWCggruV9tp+UEXir2ap9YWJ15iEkCXj/mTwKCLzh/toOP4QPg48OP3GZi7sJzKNUkCy9jVgiJLyXS1VtFLTIA92MuOf36SI58op3Fr2fiymykqWtHAql0t1DzajiGo4L+xlLp/tKu3eN9SQePXW2hqWEtHLvh1FkrqnqLcFgnAJxnz731pG/Vv2FKe65F4QnKyVbiAG0qp+/YATf+virW5EDDYqNxciVX1WlRw7N5E+6XSSGu8l+497Xhsj7I4ySlyPbeZqoORfwQBnZGSx7awbN5kB1VCdZ2bli1rw3lTjNjWbAxPRE5WOT4VU+kb7KV9S3jYlCXmkdE1tupY+Hoz5Boxf7kalXWphBBCiD8JSYN/78tN1B4wsmrzTkrnXfnV8o3zSqneluY48jd76QbyT7phgRkUF30nwVngRFlqCrfsxQ5T8Q0A0FLdGzemPTxMxUHbynbmxo2hjll+M5mpGgccFZiURgdcHyuhrs2OYZb6bhPGhMeKXQkFsK7Zx741iTLhoC/2o2Tr/CdbqUan0Pc7hZK0rik3HU9soOcLzbQ+FhVFBhV6d1ZRu13Pj6uK1Vvp+zup/+Ye3DcUYNSZMN0VPuMlVa1UEhNg5xVR9q2tVHzaHBkKkiajhdLHmuOX9UzAtKSa5iUavgfw+wbwnAukvBRr8t8FSD4R33h7OY1tCdfVid4Sy13lrP9iCdZc8P5XC9sdFlZtS7R8qYnS7+5LubzU5NsqaNhZkdY+zt5uIB+XG6xmUE704cJJwWivIwBWKvfti0wKj+fYFfPBsTZWvlYs6/4LIYS45iUN/vPvbeCn96aalHpgbCokajx7hMrEQk0Ge2n7t0OY7yrG8+x+upeswvhcGz0LSrC/vZ2mX1lofNCcfJlPNcd66LxlMa1xkycnWV5wEqo/pFUIHf9axYQ1W1IpH50eY95VHH6gealPEyWPVV+pXCUQGfv9sQCK7yh7f55oirUR8y3Xzk/CTbk0fhdAK+PtJRRH/j///1vP1lsDmAuv4BemSelt48kXzBQv8tD+XDeLv2Zk/54erPfY6ftBEx03NVKWxgilUR63C14Axxrr5L2cQgghxFWU0S/8TpRZYJxcAfOXljJhaPfpDmq+cwDTikbqvjQX76+aqF27FhZU0FhThsVnY0djLatPPU7ro7a0fuXX43ZR+pXKKQ+SEv8AWhI5egoKvfEVhFFaehhy9BQUFqCPHcufkAFjoYkJ3SST5YtJJvumxUzZE1sw/KiFqrWxw34q2bo2Qat/XD5NFNny8Raa8ER+MC3pikaj8myUbzBjyhud4pq+gmRzE1R3mE/pUhLuYcgtwDTYkfJSn5Nur6lCrnJfRtMZMWsIpMcZMReXUnyjhgpZrpnipcWYo3rL3M/XUPufJso311Fm9tLxZC1r14L1kUbWf8lC4DM72FS3GvdjraxbmPw7DUYTpqgrJ2lPmxBCCHENmRYKhUKa9w4oKH4DRuPVaYEOBGJWIfQFIFeffBshxNXjU1CYgpW1tAgGCKAP/8BZRMAH+tzk2wghhBB/TjIL/oUQQgghhBB/MlIe+CGEEEIIIYT40ybBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFkio+BfOd5B2/MOlLT3dNO9u43u06lu76S9uor2N9P+oj8vAQVFCaS8ufbzk2TfQQcduztwDEZ9dr6LbdXb6DqfaupeXK/34vJqyFiyvCX4rq7mKra9pPJlPgXFN/Ej5zNVVD3jnDzZ09207e7GjYO2lStpO5ZSZjLj8+B43YHHF/+nwKBCIBj1QTCAEvvZR8R9uI22w24te6b3XEj7usvMlF13KQgoCmnc6h8dtft/CqX7zNJeTpk9g1IRd09qTSedY0zr/KT7Hs7Q2DMzBQmedQnLNBhAGbwWbxgN0nnPp/KcV3nPjX1VWteoguP5NjqOp3p3Xvl7bFya13I61yJpxAWZSvKOV73G04wJo02fdIugl97nttP+GzfKHCvLHqmgZJ4RAOVUD509Bsq+ZMUYu5/XRe/bYFloIT8u0QH6DnbCwkrsn4x89GY7VT/ojtnOwrKN6ymZ40c56wH/xL96DtZT1b2Y1u+WYkrpcP+0eV5sij/eoAfHC510HO7BrZgouqeE5ffZMedNcn5A27n1uek52IPhi2VY8yKfjQQYODtAYCR6QwXnz1vYftBFINeA36fHsvRRqh8qwsgZurY0Qf0+KuMvDpzPVNHyikp+76qm9eGimLx56Wqu54ArZlvLMhprSsjHT+CchwGfPy45x9Or2UwD+9ZYxz7zKx48MRea5/A2Nv+wB4/OwrJvN1B+qxEG+ug8CMWri9VKNiImb74BPN4A+nwTBbmx+UzMsWtlOJ9fdtO+5QiLn2qkNHfCFuyp3BwuzwWRjy500fTNyLY3JEl89BjTvZcUF11P7+XAcQ9Gs53yNeXY5oT/NODspJNiKpeY4/dL87ngfWkb9T+PPbl2qlvKKVK97jx0fqeKI/ZWGpdqeCr099L+o3a63WC+u5xHV9jI10UOOYXrzvJQI+vvyYck110070vbqH/DFnMNeOj6nvoxeI510vVSD91vewATRXcVU3JfKdYbVNKNK7cokXspYb5629m+rxu3YsL6UAUV91jCzwGV+z/Zd/m9HrxLJt5juLvZ+3QHPZOW8WQSlxMAQQXX4QO0vxD1bLzfjtkIJHkGpVrGyanck5NI51pI+fwkfa+qvIdj9XdS/809uG8owKhT2yByL074TMHxfDuueeWU3R51FseemXbMjOYNlf2BwV6VZ12SMj2+h9WN0LCvEmvMnz6qe0Zxd9PxdAfdpxQYLasgmBYso+KrJVjyEu46Mb9q7/lEUnjOq73nIn9RLU/3b/ay55c9uDFjX/ko5bbRq1HB3dNJj75s/LymfY85aFuZ3n0RluA9P3ZOVK7lQQedPzpAx9seTLcvo+KREiyjl6PqtRh7n4D9G62U36oWFzhpr24hfg8i7/kS1WsRJnmnqV73ESrXeFrXSoxJgv8Ajj21POkqY2tzHfnH2qhpaCLw/RQCilNdNG0JZzRZYDPm1nJaW8rH/93fSf03j8S82KfIsTZWNrqojL1h+jup/z5Up1KQqaZxvottmw6g+kiJvUhUtlXOezA/kiiQ8dK9tYbtl8vZurkVc46X3t211NS6aGytmKTc0zu3YwF5UGEAP+4nqujQEQ5eH1FJ/bU2Nv2ygMdb6rAZAaWXHdWbaDP/mOpFSTNG0cOtNOSPBqM2eiPB3OO5e6mqdoEyAIWLI1uHg6z8peNl5DlYT9XTe6mvPhApQzDbVfIYCJdDUt4udrT2YavfTZm7iZr/e4DP7qyIf1mpyqekppWS0aRe2sza7Q7mP9xIwz2xZ2f84eb3evCSjynfAJZllKm+NGIePoUm2FVFFQAWln097hVI53eq2HPWREF0VBWpfKTHQ+eWevbf+DjNzTa8h+qprW+jrrkSa+wDK1aaz4X8e9bTek/UB8faWNmoxLYDTA1vN03f2oPp8WZarV46/rWW2sBGdj6idrYnntuxSsckwX4sv28Az7lACsej4NhVQ5OzmMcfq6PcrIdgAPcbe2j51lqKNjRTuWD8xMaVWxTHrpVsVhJ/Y+B4G7VPuijb2krddb201dbTFGim8X71p+Kk3xX9gbebpto9mP5xK62fUejYVEvtpTqeWm1FH7d31AvfN4DHC/mFBRgg8tJPfgU5n6mh/vXFNGxuxZrrofuH9dQ0eGjeugyzaiCbThmHg5iuqIp88mf15FK9FtI6P1PyXrVQ/kRqjQhhKkGiGr+C52xcm96kulqr6I19zvgGgNjn2Ed3z+DuoL6mh+KmBlrnRR1zUMH1XBMbnlBo3laGmYnBn3Legz93/Jls/0Zr3FHEBaZBhYF+E+UtWyhTvY5VHG6h6pgh5kM/saXmPdxE7TMmHm9qxaZ0UF9bS9u3n6Ly9vi7E7TcY1rFv+eTCjrZW9tE3xe30lyVj2N3DfVbAjRvThDbxd4nkfs72SnXyu8bwJNXNh6wJ3unxZx7UyHsqA6/5bEsY92t2vORPPgf7KHjoIHl28rCJ9K2ispFf8uOTielqi/EPx1Ft0Db9zuxJQz0HbSt7KE4upZ1sJ4WqscuvsnTAOaUsL4lQXB1rI2Vjcm2dbK3sh6lMEHqgw6O9BaEz48eIB/bI5XYX9hBzzsVlCbKE6R9bosebqX1YcZeHoujXwb9ncm+acqMPpzDrdSTbHxTOQ3fLcU0GpTF/j3oxPE7AAfOoI2i6AdV5EFpeaiRdboeHDeVsW6BEVNRGcW7w2Wb9tXv7uDJXX1Y5lno2/UkHUWNlE1oGB8PJsMBUzWtkZYax64dKgkWUd7SSnl/Lwd+1kHX2x6YY6VsRTmlt+dDfyddKntZVjSoPjw96RzLW520v1nMum/bMOrA+OCjLO+soeO1cqxLJm+vvVa5D++n97ZydtqMgJGyrz7AgYZNrH4l0uo5odI5NTxuF5w04fKVYjo5/qCPq7C+dYBtL1mp3lkZrkwD6PSYF1bSUKWw9t8OsLhNw3UZR6Hn+U4My5oj16eNVauK+dtdnTjvV08/ecs/sGT83+7/ag+X8cJ8ID9Sxl0cfdhKcVzFMaqCFXlWVrdEt6Ylu2qd9Lzkxb6mPNJDYcK+ppKjq3bQ9c4yKm5R2UVDGZdUtUZaMCOV6+c2U3UQ1AKryaR2LaR/fv50uWh/oooO3cTehfEyjxL7LoWP8J5Jz3glY7SXcuIz2RN7K8UGpqcPULW+L1xhSDCcJ86S8ffJuEgr/Bg3Xc/1Mn/lTmz5QH4Zq+4/QP2LR1l1e7FK5VzDPTaVJgTGE++3wGuH6PA/QOMDZvQ6sK0oZ/7aA3SfLmVZol6utIRHo9jS7sFIReS6v3kZjTXhc+95/QDtv+zCeR5Mt5exbEUp1jngOaj2lk9N8uD/VB8ObJSNFZYeS1ERyisuvNfAY8aQW4BpsIPN1R2qfx/vgldhr6bBXUXLQVuCmqSVyvoeVn6nk9bvlsLBeqrc5exbY0ojjQz1u+gbLGLxjVOf9JU+t/pFlWx0t7C9Zi1tuQb8Pph7/0bWL1JvQfioeV7YwyFDMcUf6+DJ3Taa10QNM4h6UDqfdkJRWbhyl2th/i0KR99TSKnZOhhAOdtH9y/3sue/zjD/kUbqvmTC8/w26mv+lu4HK6m8rxhLoRF9bCtJIIVxfIPdbPtWG/qvb6G5yoT/ZDtNdbUMNO2k/DqY+BBR64DUxuvqQ7llMZaxYM1M0QLY/7YLlkzd92hjQP9xE96Do0FYrNEhD7GfK7iOuzHdNn/81N5UhI0uCr7VSsUtKVY603G+i46XjORf103b0yVY14y+5OMrrJ4TfSg3LR7vto5ivHk+lsEjuPqhKFIhD/d+uTHNUauMmTDdFdsKOMpFnwNsD47XTPU3z6do8Aiu86g+GeJashJScDk9KmW8A+dpKE41WIjqIU3Uq6dFumWsZrxyHRtYTSLlayHN83OsjZWNXeM9JgCFFvRRs/3CLekJ7oscPQWFXjr+tYoO4luq1Yf9ePGcBfd5L+Ad76FUbZ2PEQygXCLyLFbvcUi15f+ju2cAcxmNzQV0PL2ZKpVhP1ueKEFlEKQmHsdRPJ8sDg8jSiH4NxhNmF7ZQVW1yh8LTdhHD2vQRd9ZE9abx19uliIb7HLioniKIj4DxkIT3WO91LHUrqcEJlSKJt5vrrd7YcE6LKPnIX8+1kIPfS4FPjl1DVSq1yKQ+D2TionXvfKbbdT8SM+j322m+gZ/uCepfoAt28vD98nJdjZXdySPd1UkD/6DCQZFBNPvqlMz4aHjTvUhNT4OK1k33WScbg/WNQ1YVrbQeWeCLs0FleyjjZUrV8ItlbR+15p2GoHevdTs7gH06PWBqJjOhDnfBXklJHqkuA8fwrmgjMcTXUB5VhbbBtj+Hx0U/0tZeNjP0210zymh8dPAiSQFoPHcBk704cSJ6USA0huiA/nRVprRi95I0UN1ND8U2W9QwY+C53gvkW6KtI21MKbSAhu5ISA+QPD8poX63R5K6uuoNFnZXNvEhsFVrF8T31fi98VPbnL8ZANVulTa9Vx0th7gzKIytrbZMfs6qV/ZxuKnGvnpEhfdL3XQ3uqlvHFZ1MPOg8sJ+Fy4sY2/MA63UNUbYAAzY0fu6qMnYKdhiQk9oJ9XwuJbDnDE6YE7YeJDJIW2/dEym2Qegj/BBLGpmlwc/Vywvhb/QjYV2qPumdjrLnY4TqoUlA8hf1bUtZlrxIiC/7La9mrDqExYvF1sq+6ePDDt76alYQeuexpo/qKbbZFrsHp1CUUqBW+6eT7Gp/twKaWYYt5dyok+XHnzWRX7/Bnr/UpTonpnsqEiUfdbnLHrKXEZH/q/VfTkkvDedr/VCyj0vlmJ9dbRHtIEvXoAFFF8Tz71v9xPmbUcyywP3bva6P5kGc2fVs+mpjKeCmleC+mfn5KYHpOYv6q1pI+a0But3lId580eugZBeakH58MV4R5KUG+dp4uW6t6o+9mI+XY7ZSVqb0Urlfv2UZn4myf4SO8ZCM992mCnfPJNw4IezpwElyU8FyElPgcdzzkpWlEdVZlQ7yFJOi49SvcPqui+q5rW+xQU8jFGBbN6oxEGD/FkdQ8GYp9p6d9jYz3WqR1tYsEAyqUBPKfcYLZhiblP/D4FjMao3go9xrzIu/s54iuLqpXkqIpRnPSuxWhqjdYT32kTuf7QQ+CuBuyFekCPpWQxRfuP4OwHG2i+ZpMH/+a5FHEEdz9jk2M8bhf6m8sxkeZQARUTHjpuSP0hldpFDUwyScdKZb2FlZMN3UkqeRp6WwWttgrVPd37q+gNmtSDrLMdbH9WoXTj4iSNzPnYa58i/4V22tZX4cGI+e5VNG+1Y9ZNcn40nVsvPS/3oM/V0/1fR1h1V3SAGBVovtlO1aao7rizXkwLS7GawFg4n8+akgX/Hrq2bOaAG0x0sLm6C/PtpVjOdrA/307D1vXwUnQLrHpLr+nOikjAMTFACBxvY8MPnBTXbI2M9yylodlE+y4HnhziJhkWFJjgjEIA0BNAGYTiNc1UG/eovMhi6IpY1tQw/u/oVpp8C/aHqrE/FLOPu4euk3r0+g4OHSujckGkrJZU0/plN/XfjAp1LPMp1rfRdbiM+Xeb8J/s4shb+Vj/t8ZeqBQfIqYbLehPnsETBJMOwIPbBUVfmKvte2NEPxc8k+Yr0XWX3GgDwrgC8k3gvRQVWfkUFIwUzEycjuowqofVW+/HeLtoWr8X5cEGmldYMeqsNDxVRNfP9tLltFOkNifmljLWLaqlZVMbjz+2Clv0+OVWB8WPbZ2ilrm5zL0Vjrg9sCByXO+dwaW3UH4D0B+/h2lpI/uWppJ2uIzDLcKRtAe9eDCx/F9aWfbJBL0rPgeHfq1guUnPoZ93U7bWT1sKLf9FDzez5fAB2r9XFZmMuIrm1fbEY5GnoIxd6Q77SftaSP/8TAywRxuhTJT907LkWVMZzqWcB//Z+F618fvJS/fPD6F/sJJlx9rYc6iUxgcTPFEWVLJvX4LwKXYoaYIJmWrG8vIR3TPR5TRhvhbqY/pHnzuB17voQg8vddC9wop90kZbBcfTLXQaymLmdySak6ESaEcqYKqTUX0DmHDj8QKjrc5eDxQuZ2PLMswqz7R07rFJJ1RHHU98q3n8e940z4b5ugKsX7RiiUmhoMAETi8Ko+/0cG9U8Zpmqu/SJ6iIJo8/xySbxxl7JCqt8UkbrfNslG8wY4qa52e5rRj9j7ro/uJ87Df4cXUdwTnHSmWGDRHJg/85xTxg28Oe/3RgX2PFeLapSGbDAAAgAElEQVST9peMPPCExq79YADlrAtPOr0uwYBKQ8cU1R4BFlTS8NrK8NCdO2P+dqyNlc/OpXXfvvCwn11mlRnzk6SRUIAzZzww1xQf1JztZtumdrzLNyacaDNGl4916TqsKb18o2g4t0pvO22OYqq/X4KjoYknD1rVW4DUuuOWVlJpaKfqB+10H0z2YjRRsiF5y61yYzGlxebITZ1eS6/+9kp2/hj00cU6x0b5BhsA7qJSSikY+5P5M3byn+3g0IrPUnK2g47zNipv08Opyb4pweoEhYx1oY+Jahntea4d7/2P0/iJ/WzYvofPbq1UGWsZkWdn/feNHPjZDmqei4z537iV0nkkCAJUBAMJl4FL6NbFPHDdJtpfKKNxqQnlWAf7T9pY9U+pdznG5SHd50IgEN/TEDdpKx165ttsDDxzCMcDlViN4Hmpgx49FPx7FT2Q8pj/QCDm+oqVX0LdnpgrNs9CydcbItexAdtX6zDPKYjeieLHdtJ8rJOu55poi1q5pOL7lXErl0xoXQoqDPT7MUSv2JKwdyef4vts7HmmA8eSSqy5Hjqf68K4dKPKSzHBNa4m8n2fvcuO/98O0f3lIux54Pr1fno/WcqqhONwwwFPl7mc5g1mOh5v4slXt9LY0kryln9AZ8RyTwV19mUofgNGY+SkBAMolwpY/Hgd+glDKtMrY9XDTHfYT9rXQjrnh+QBNg7akmVNQ8+6+1dPst1RTHV1KcWf97D2O/Vsm7WR9fekOejlYyXUtdkxzIr8W+XeHlsFTe2dHD6Cj+SeiS6nifO1kvSUKA727O7B8rVGyv5QT8v/66RoY2mkMUVFUKF3zwaePDyXyq0VE+eoTWLC6nm+AYAJvS1jAWruZyle4qfl190sq7JjxEXHf/Zivm9V4iFLadxjmYzUmPw9Hx5ONHpQ5s+VYn52Px1v2ymfB8pvDnHIZ6faluaog2AAJRCzz5wS1rfMnaQBepJhP4kqs0GFgX4zq6JW+zHevZ7m3AO0/7CG9siY/4bGUixk1gA/yWo/+dirN3JmSxNVa40Q1GP7emMaEzmiWhyCgM6I+fYiFv+vRMsjxnYBAkYzpWvUT7nzmSpaSL78VirGhu6Yo1/sDtoaoWFfpMVxaSOtB+upP1itGvCqp5GMn7lL6mj4RNSDKxjAfbiFpl1HMS7dyJavpHlcgch6vh+4cZ71w6VkG6dzbhVcB3fQtLsPe30zxTcYsT6+nKaGGjacepy6BA1I7sNtHGLu+E059gBP7cWovN3F3qcPcNTtx5AbuSqCRsxLyqlcEbMU4Pkutm3qxZbCODu9Hhh00fWzvRx4/QzkGgA/fp+BuQuXUfFI1KNuXjmNa5rYUPu37NWZKXu8MdxCM2nwH35YLT7rwHHehPV2U+IgHiDopWdnPS1vllD3pA1LbhF1ng08+a02ShYQ3yUxKs9MkX0Z9q9bMU220g7RLZPg94EhF0yL1lGezthEXREVGx+lZcsGVv9SDz4Tpf9Sl0LL1ag0nwtqQ0rm2KhcodbTEO4VJK5lf3L5S6rZ+N42nqxZi0EP/jmfpXJz3djyt2qt0tHlOcr68BbW3ZXCF6p1NUckWjnGtKCU8gWlkzZ8THjRqk3ST7bvkmo2vtdEU/VajATQL3iURtVnrMoLefS7Ei09uKiSxkfaaPnWatp1oBSWUPftMvXgIuihe+dmth+bz6Mbw0M3KjeuYnNtLVUnqml8LLa9T13ccnjRyyOqDbFKsYxh4pjfjOYfpHEtpH5+Rmm/JyDRczh2CcsAzmdq2fRLI+Vbqyk2ArdU0LxZz+bvbWLvJ55Ctf870XFHB0Gj11FMi6vfCxC9io16wPVR3DOjwVxsnsZ7SqKG5CguDmxpouuGVTTfa8F0dx0ltU3UNA1Q9/XyuMZA5XQ37f++nS5lMdXN6yhOcxy5X/HgWZCskjRKT/HqRlbtaqFqbTt6FExL6tj44OQVt5TvsTTe06qCCq7De9n73FHOYMCgI/wOMVlZ9tgWSuZFtjOXsbHOy5PfW83aXAgYbKzaXKmyqEA0lfgTE0UrKlUqHUkaoFNZUStRQ1Vk31gF5iIWr7Dz6GRxRBomX+ffWET55t3pt7JP0uLQl+b2ai0UamuyaxMZuvPsEYrGRlRbqdw38WYxLW0k8UgPlTTS7Kp8wN1E7QEjqzbvpHTe5M2gcevhzynCdqMRKMCyoIiCRDuOSvncGjHmWyhvWjcWCBnnLaNxRzHOD/LJT1D/DK/33sC+ltaYv1hZ1bYbZqnuFubroa1hL4bHmtm5KOrpEfTSs7OGmu3r+HFV1AoEqmu+A5go/e6+mJWP3HQ8sYGeLzTTvN08Ptk2knb9buOEtE3317H7/iR5TWKgt52mVNbh1eVj+cwy6h4pwWoEMGJb3cqPH4G+n3SScD2lROsCx7acqZbDOE/c5Nj41a4mKLRT3awh0knzuZB0SEl/J/vjPlT/TZDUGCn6SgM7v5LKtsnLk5R/pkqtq3lii3Zm3eVaGCn6SiO7UyqH9NO2LK2mOcWeSsVvpboxKuApLKXhKWvkuZNKGSs4jzvHV9HJhYCrDxcuTK7xeUvpl3GaY35He5GTPgcmvxbC0j0/ie6J8DEkNfoc/sdWdi5MtoSlnqKVW9m5Qo8xKjox3lrOlj2RN0zCH0JUOW61ICjZynkxAddHfs8k63WcsJRjAOdzTew3lNNYE2npN1qpbNnK/F37cfniR/8rzqMo9zSy835Lgt9aSIHqUp8Qd/xGC6WPNSdfKTBOavcYkOQ9nRr3r+rZ0FNC8/fXTZg6GDjdwab19SjNzWOr6OXbKmhsUx9yHSfpewkccb/vlWToeVCZODdPTZLKfuxcV0gcR5juq2P3EkMKv4kSb/LgP1tEhu5sdmWwlF9sGukOQ7i1gZ/em/rmY8tvJuDJdFJGFNNdy+Jrv3lmivJIfYhJFH1eiper7squDjRxlR19wkk3HwXTXSXxc0a0Hr5OjzEvg7Lrd+OiE45VYp3ypcxEOtLrLk9juFk6K2tcDToTpY+ti/989LmTQvDv/lUT298upnheD21P9zJ/Bezf3YN1kZWe3dvpmVdN8ZxMhyRMzvFaJ0X21j+jH6M0YIidC6PTaw9Op9i1e8/oKfraTn4a+7HOjP3r4eV4PI6JfzLdW43aQj1pUV3qc2qkeo/9eZmKpT5TnGOQjN44obKdjoyCf+OEsdfpmDg+S+v2SZewIslSnwsq2adywqxr9jFJO8jUpnENS+vc5ugpKCyIq61Odn6STsbOLaZys8Lepzew9oej3c1+/L4CLPdW07zCNrH7K2ZJuuTfZabsiS0YftRC1dqBmGE/FTSuUlvTOMaCSsKNZm68S0tJ1M0y2XK0k/1qJMDc++qoYy6o/Rh5WsedmCG3ANPHoyo/N5TSuC+99p9RBTHzJlKX5nNB9bqbbCk57S196T3vwhPUCnKTHIzBiKmwe/xHWyYwYUm2b0JaVztKUa6Z4qXFmBN1n0/290lof6fE8xzcQO2vTTy6cT32PCftjZtYuxYsyzfS8BUznudb2FzThNJSR4nG6Sop5gS3q5TyNUlC/6m6FlTLf5J7ItnqXqrPYbQtYWkwYiqMub2THbdKC2hCCd5BqbnC94zacX+ENMdJcYyYi0spvnH87kz7HpvsfTVJ5cr8YCNb8vbS9q218cN+mhopSfViLJhP6dKEr+04BqMJ04QzONl7ZpJyTXq/x+87WRwRv4DF5KaFQqFQeruIqyagTJxUM9nmqY43F0KILBDwgV5jxUSIj0Sa7/lrjdxjfxok+BdCCCGEECJLaOokE0IIIYQQQvzpkeBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBfwoCgwqBYBo7BAMogwEggOd4L46zgZR2U4530Pa8A0VLJse+89rjPtxG22H3lUqd7t1tdJ9ObWvvS9uoau7Cq+Wb0joOJ+3VVbS/eaXSj+FTUHzadp1cemUshBBCiGvXdO27OmhbuRnq91G5ILNMeA7WU9W9mNbvlmKK+lx5u4u9Tx/gqNuPIdcA+PH7DMxduIyKr5ZgyYtJ5/V22p7rxv0BoAOCwHVm7CsqKV9oIi1vtlP1A6husXKkMs3jPL6H1Y3QsK8M98+aOGJvpXFp5PuDHhwvdNJxuAe3YqLonhKW32fHnAfKqR46ewyUfcmKMWHiTtqrW+AbrZTfqvadlVijNx900/1iB0dec+BWwGi2Umwvo/RzZoy6mJSfqaLllcSHZXmokfX35Kv/UXHR9fReDhz3YDTbKV9Tjm1O+E8Dzk46KaZyiXnCMXSrpRNUGOg3s+qpRkpvGP/M8UIbBw468cyxsuyRCkrmjZbQAH0HO2FhJfZPEjlvailbWLZxPVbfAJ5zAfyqB+HF9boL5tmwqBxm3HGoflf4e0rm+FHOeoj7okE33S/up+slJx6jmeIlZZTeb8WkUyun1DmeXs1mGti3ZvTsJyljAOxUt5RTFPXJ6P3mOG/EfHc5j66wka+DuDKeLC+7VsbkRQghhBDXiuTB/7E2VjZ2kV9YgCHqY3ts4DkpD53fqWLPWRMF0VGtZRmNNSXqu7g7qK/robhpCzvnRe0UVHA918SGJxSat5UxGiZ5DzdR8xMjj/6fVuw3RKXT303LP9fQ9LWnqFuSIHBFpQLiV/CcjY/dJjjfxbZNB3BF/un3evAuaWDfokQ7eOneWsP2y+Vs3dyKOcdL7+5aampdNLZWkDh30RIElWrOdlK/fj8FjzzOo5vXka+HgNdJ165NrO1cTvPGUkxRFYCih1tpfVgtofD5O+JL9KUeOrfUs//Gx2lutuE9VE9tfRt1zZVYc9W2L6K8pZVytT/1d1L/zSMTPnI+U0OTs4yt26rJd7RR09BE4PtRlYNot5bT2hJOWS0I9SQ4grAzdG1pClf0UjkZUd8VnffASILtg0721tZzZGEdW5uryR9x0/GvtdS88ShP1dmTftV4xczPwFkv5JsoyIXRykZ81TZ8ndhSrbT2d9LUsB/L4820LvDSsamW2kt1PLXaij5u43DFv2ssDxF3VdP6cFHc1kIIIYS4dqTQ8l9CdUtMa7JGlhUN4y3gUZIHZKk54+wlcGfdxMAf4AY7i+9socl5BpIE/5rMKWF9y3jlpXf7Sto/kaSHYdDBkd4Clm8rw6wHyMf2SCX2F3bQ804Fpal8Z78bF6CcdMMCI13N9RxwAb4BILoipdC9uw1lWTONS8dbkvX5RZTWbESpraHtN3bqliTuY0jZW520v1nMum/bMOrA+OCjLO+soeO1cqyq6U/S8o+ZxaP/9vVw6PkAD2yOlJltOeW3reXAYTely5O1kCt4+wG8KJCkJ+Uj9E4PXeftrHsk0qKuM1P298vpXH8Ex6A9aeVvvGIW6XGrap0Q1DsyzJqzsx3nonVstBkBYyRfHfSssGLPU9+nJCYPQgghhLj2ZTDs5wozl9HYZGTv0xtYqzLsZ8sTJUSHfvPvKiX/e+20LTKx6jNm9DogGMD9xh7au/Mp/fb8K5xhJ47fgfkzBVf2W369H9ecfAzPbqdzUSOlNa3hkP9YGysbo7d00dcL1gdVAmSdmaLboN3pgiXj1TrHrpVsPpyPKd8Qvw8mLLlqn4PX1Ydyy2IsY63AZooWwP63J6Y/Lo1W6dNOerGx7qbRD/KZf5sJj9OFgjlxUN/fzaFegEN0nbVTVjjJ92Q1Ly6nQtFdlvFW/k8WYWM/fafAfvvVzJsQQgghplLGwX9XaxW9uVqGAsU42c7m6o6xoUD5gHFeCes2JhgWFEN/eyU7v++g88X9NP3EGelNMFF0VzEV36/EqjZEJIrnrAtOWvAcb2fzD7tVWtIn8WYPXT4762x6cAJ00VLdS+A8mEdHdORZWWwbYPt/dFD8L2XhYT9Pt9E9p4TGTwMnkqQfVHD9oolNL5hYta0O88ENNNVuwPNYNeWfMasMzbAw3wb733LDgpgKQNCN8w9g+7Il/nuWVNOa5lhtf4LJ0JNNkh69dtSMXU+X/SgYMUZtp5+VD442NlS3A37izpTi4sC/78Fzfx11udtp2tRCwebq+F4hLQ63UHXMEJ7/MGd//LC4Qgv6qGn0E+6PW4opmVNP29OLmb/aFh728x/7GbA9ijUPzqTy/ZGeH9weWJDmPJaE/OH5MXECCT5PQaScZCiQEEIIcW3JOPifsq7/m8ppiIy39760jaqfuybdJTzeuRL2RIa+xPHgfKUD5ysdkc3HKxYTBJ30dgcg0EWX8uPwOO64lvQkgh469naQv6yZ4rEgtYTqljLc36lifAR7Pvbap8h/oZ229VV4MGK+exXNW+2YdcmGPwVwPrOBTa8XUbm1mpJCYHUrzQvaaXvxKJ7PmIlv3zdif7icju9sYtusx6m8ryhqzP+T7NeV03j31AyGMd1oQX/yDJ4gkTkEHtwuKPrC3AR7WKnct4/KVBIvKMBEH95BIDL8xHveDYvW0fxYMfrRYTARgbcPUL+pnTNFlTSvtmGimQb9Zpq+uZq+jTspy+hImVg5OgaTDYubeH8UUfFkM5Zf7qGppg0FE9aldTTfbyWf1IJ/9yuHcOr16J/vxHl/BUW6RFsaMBaa6N5VRRWR+ShE9+qMTkwGMGG+WY/L7YHR2QP9blwUsTj9ucdhGiqRQgghhLjytAX/PoVAfFNz+oIB1eUJ8+9ZT+s9aaQzOvRFI88LeziUX8H6FT1s272HktvTmOMQ9NDdXE+7rpLmv04hUtLlY126DuvSdHKop+iRVn76yMRPTQvLqVsY+ceNJdRtgAnh9k3L2LKjmO4XO9je0BK12s9Gdqqs9mMwmjC9soOqasA3gMfLxFbtRK24ty7mges20f5CGY1LTSjHOth/0saqf1IZxZ5wNZ544db/Yko/2c7+X7uwf8UCg90cOujH/thnVXo7QG+2U/Evdqy3jLaKG7F+ZQs/XRYAvR7PqZS+eoLAoBvX+TQqSsEACRddNZqxf6UO+1fSzwdnO9n+rELpho0U/KSeJ3fbaF6TaGWoiZOqw5OfEwfkVvsDGJ9op/OLjZQWKjj+cz8u2yoen5NG/oIBlCl5MAghhBDiSkkh+A8PXzEA+Pz4cw0YjGaWfSP9NlTXc5upOhj+f78PDLlgWrSOcrUAo7+T+m/uwX1DQVyQGg5MSyYsa+l9aRv1b9jUW/aTUHrb2Py0h5JvP0DxrcVUvlJD0yYDdV9MYefzPexoaOHIJ8pp3DBx5ZyUBCJrs3/gxnnWD5cm2yHBqkkwoUwmHH+eGftD67A/NHl2Jqz2E+n5SGmyt66Iio2P0rJlA6t/qQefidJ/qcOudiJiV8hhsqUhzZR9uw7vv21m9VojBPXYHmmkclGCIDPXhPUWL13NVfR+JmppUn3qQenYcKQgoAtXmIruKqNYfevx+2OU0UzpmhSqoz4FJQDKeRfu80YGkm17voeWTW147mmgbkERxn+qxFHbxIZAJXWPZFL1jbilgsavt9D0ndV06EApLGXjhuSTkMeHbYXn4hhyjZi/XJ1574oQQgghrpjkwf+CSvbtSzQ4w0FbzCeeg/W0UK2yoo+J0u/uS7iajedgogxYKH9CZUlHlSE5/qTrtyei4Drmxlq1lcrb9eF8bmzGdNjN3Pyjk++eW0DRikYqlljiKygq4tbRn1OE7UYjUIBlQRGpThVWXTVpQplMtsZ7lKkak11op7o5+XKVms2xUbF5NxUp7+AncM7DgMrSpKaljexL2OuSfDiSwxnzQVr3h3d8ZaYIo9lKkUkPuXOZX5TsHHjp2t6Cc8F6tq6OtPQXltLwlJkDP+jlTM7UrGZkWlJN85JUtpyknHbFfHCsjZWvFcu6/0IIIcQ1YEpX+/G4nThdvXiWlqqsO34tMmL9WsPElm2dCds9JjiWQvBvLKIkjeFJidfRD/NMxZqn4W9KvI6+KvXKgqkQdlRXTfww0bwJMYl8SiYZnuboTbJv/U/j982zsmxD+OqdsNSn6tAqEyYiQ7qiZDxRPwUetwteAMca65QsGSyEEEII7TII/sMTCqPHO1jX7GOflpRyCzB9XD9x6ESOnoJCLx3/WkWHyj6mQvuE7Q25BZgGO8IrBqlJt4XbYMRUCOqLW04iavy9W8v+iTOF/uMmvAfHh09Fiy2T1KVbWUhPQVEppUn6NSb7+ySpM39pKRN3T15OEye7ps5gNGFKuYTj74+PjMrQqsyolXFiseWUvLdFCCGEEB+laaFQKHS1M3GtCwwqMMsY/u2AK/k9Zx04zpuw3m5Sncwq/rx5T/biwoLtJg39Kj4lbklUIYQQQohYEvwLIYQQQgiRJXIm30QIIYQQQgjx50CCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0y/2hkQQmS3UChEKBS62tkQ4oqYNm0a06ZNu9rZEEKIMRL8CyGumlAoxOXLl/F4PASDwYyCpNEKRKaB1lSlM5Wm8tiupeOCa++8TVU6OTk55Obmct111zFr1qyM0hJCiKkkwb8Q4qr64x//yNe+9jUKCgrQ6/Wa01EUhYsXL2IymZg+XfujbWhoCK/Xy/XXX8+MGTMyCgIHBgaYPXs2ubm55ORoH2V54cIFPvzwQ8xmMzqdTlMaoVCIixcv4vf7MZlMmvMymlZ/fz/XX389BoNBcxmNjIxw+vRpjEYj1113neZ0gsEgFy9eZNq0aRQUFGhKYzSdS5cuMTw8TF5eHjqdLqPzn5OTww9/+EMJ/oUQ1xQJ/oUQV81oS/SiRYv4xje+QV5enua0jh07RkdHBzU1NRkFW+fPn+cnP/kJDz74IDfffLPmYBvgxz/+MWVlZcyfPx+DwaA5nV/96lccOXKEhoYGzccWCATo6urC6XTyD//wD5rzMjIyQjAY5Hvf+x4VFRV86lOf0lRGo70+tbW13Hfffdx5552aK0hDQ0McPHiQQCDA3/zN32hKA8Dv99PT04PH46G0tBSj0ag5+B8aGqK2tha/3685P0IIcSVI8C+EuCZMmzYto0B7NHDMNJ3RYC8nJ4ecnJyM8zSaRibpjMoknZGRkbHx51NRPjqdLuNji95vND0tcnJypuTYRtOJPm9ag/+cnByZyyKEuCbJaj9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQoiIUCj0J5XutZCHqUr3WiijaNdafoQQYqpMv9oZEEJkt1AoRDAYJBAI4Pf7NacTCAQyTicUCjE8PMzw8DB+vx+/38/IyIjmPI2mkclxAQwPDxMMBvH7/eh0Ok1pBAIBhoeHCQQCDA0Nac7LyMgIIyMjE44tGAxqSmt030yPze/3jx1bJmXt9/sJBAJj/w0NDZGTo62NLBAIEAqFpBIhhLjmSPAvhLiqRkZG8Hg8HD16lNmzZ2tO58SJE3g8Hl5//XVmzZqlOZ2BgQHef/99fv/733Px4kXNASnAe++9R29vL+fOnUOv12tO5/jx47jdbl555RVyc3M1pTE8PMzx48d59913+e///m/NeRmtrL3//vscPXoUt9utuYx8Pt9YWefk5GgOtIeGhnC5XIyMjPC73/1OUxoQDv5PnDiB1+vl6NGjzJo1i2nTpmlKa7QCIYQQ1xoJ/oUQV1UoFOLixYucOHECo9GoOZ0zZ84wMDDA22+/rTlABrh48SIDAwOcOnWKS5cuZRT8nzt3DofDwfvvv8/06doft06nk/Pnz/Pmm29mFPyfOnWKCxcu8Oabb2rOy2jL/4ULF3j77bcZGBjQVEahUAi/34/X6+XcuXOcPXs2o+Df6/UyNDTEW2+9pSkNCAfsbrcbRVHGriOtwX8wGGR4eFhzXoQQ4kqR4F8IcVXl5OQwb948li9fnlHLv8PhwOfzsWzZsoxa/i9cuMDg4CD33XcfN998c0bB/wcffIDdbsdisWTU8j9nzhwcDgePPPIIM2fO1JTG8PAwL7/8Mn19fVRUVGjOy2jL/+nTp3nooYe48cYbNZfR5cuX+f3vf8+XvvQlPve5z2kO/n0+H3l5eZw7d47ly5drSgPCLf+vvfYa/f39/NVf/RVGozGjlv/f/va3mvMihBBXigT/QoirKicnB71eT25ubkYt/7m5uej1embOnJlROpcuXcJgMDBr1ixmzZqVUYv9zJkzyc3NZdasWRgMBs3pGAwG9Ho9RqNRc8UmEAgwY8YMcnNzM6pkjYyMEAwGx/Iye/ZszcH/6Lk3GAwYjUbN6eh0OmbMmJHxuZ8+fTq5ublj5yyT4N/n85GTk6N5fyGEuFJktR8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJaZf7QwIIbLbyMgIQ0NDfPDBB4RCIc3pDA4OjqUzPDycUTo+n48PPvgAr9fL9OnaH5OXLl1icHCQixcvotfrNaejKAo+n4+BgQF8Pp+mNAKBAB9++CGKonDhwgXNeRkZGWFkZARFUbh48SIXLlxAp9NpSuvy5cv4fD4+/PDDjNLx+XwoioKiKHi9Xk1pAAwNDY2V0cWLFxkeHmbatE9BkkAAACAASURBVGma0vL7/YyMjGR0TQshxJUgwb8Q4qoaHh6mr6+Pffv2MXPmTM3pvPvuu/T19XHgwAFmzJihKY1QKMSHH37I73//e4LBIB//+MfJydHeQdrb28v58+eZM2dORpUIp9PJ+++/z+7duzVXIoLBICdOnOD8+fOag+xRIyMjvPHGG0ybNo2CggLNAXIgEOAPf/gD06dPx+FwZJSOw+Hg8uXLXLp0SVMaEL4WT506haIonD9/nhkzZmjOUygUyigvQghxpUjwL4S4qnJycjCZTNhsNoxGo+Z08vPzGRwc5Atf+EJGlQiv18vZs2e5/fbbMZvNGQXK77777lg6mQT/oVAInU5HcXExubm5mtIYHh7GYDBw6tQpPv/5z2eUl2AwSF9fH5/97Gf5i7/4C01lFAqFGBoa4vXXX+eOO+7gjjvu0FzRGhoaYmhoCK/Xy8KFCzWlAeFKxIwZMxgYGMBmszFz5kzNwX8wGKS3t1dzXoQQ4kqR4F8IcVVNnz6dwsJCFi5cyPXXX685nZkzZ3LmzBk+//nPk5eXpzmd999/n1dffZU77riDm2++OaOg/X/+53+44447mDdvHgaDQXM6H3zwAUNDQ9x9993MmjVLUxqBQACfz4der2fx4sWa8zIyMkIwGOTw4cPceeed3HTTTZorSJcuXeIXv/gFVqsVu92e0fCh9957jwsXLlBcXKwpDQhXIoLBIP39/dx5553Mnj1bc/Dv8/n46U9/qnl/IYS4UmTCrxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgSEvwLIYQQQgiRJST4F0IIIYQQIktI8C+EEEIIIUSWkOBfCCGEEEKILCHBvxBCCCGEEFlCgn8hhBBCCCGyhAT/QgghhBBCZAkJ/oUQQgghhMgS0692BoQQYtq0aWP/XQui85NJnkb3nap0RGJTdQ3F7q81PTlnQohrlQT/QoirTqfTYTAYMBgMmtPQ6/VTFnBNmzYNvV6PwWBg+nTtj8np06ePHVcmx5ZJHrLJ6HWkVSgUQq/Xj537GTNmaL6mRkZGpAIghLgmyRtFCHFVjYyMcPr0aV5++WXy8vI0p3PixAlcLhfPP/88RqNRUxqhUIgLFy5w4sQJXn31VU6dOoVOp9Ocp3feeQedTscf//hH9Hq95nSOHj3KW2+9xS9+8Qtyc3M1pTE8PMyxY8fweDz84he/0JyXUChEMBjknXfe4YUXXsBkMmkuI5/Ph8vl4uWXX+bChQvk5Ggbierz+fjd737HyMgIXV1dmtIAGBoaoq+vD6/Xy4wZM5g1a5bmAN7v9zM0NEQoFNKcHyGEuBIk+BdCXFXBYJDLly8zMDDA0NCQ5nQuXryIoih4PB7NATLABx98gNfrxe12EwgENAekAO+//z6zZ89meHg4o0rEuXPn8Hq9vPPOO5orEcFgkHfffZeLFy/y3nvvac5LKBRiZGSE8+fP09/fz8jIiOYy8vv9KIoylqdM0rl48SLBYJBz585pSgMgEAhw8eJFzp07x+nTpzNu+Q8EAprzIoQQV4oE/0KIq2r69OnMnz+fhx9+mOuuu05zOkePHuXSpUt89atf1dzyD+FA2+PxUFJSwrx58zIK2r1eL3a7nU9/+tMZDd156aWXmD59On/913/NjBkzNKUxPDzMK6+8wrvvvktFRYXmvIy2/J86dYqHHnqIG2+8UXMZXb58mePHj7N06VI+97nPZdTyP3v2bIaGhjI6tqGhIbq7uzlx4gT33ntvRi3/gUCAV199VXNehBDiSpHgXwhxVeXk5DBjxgxmzpzJ7NmzNaczc+ZMDAYDs2bNyigdRVHG8jNr1qyMgvaZM2eSm5s7ljetRucezJw5k5kzZ2pKIxAIMGPGDHJzczMqn5GREYLBIEajcaystQb/OTk5Y+PrjUaj5nR0Oh0zZswgJycno2OLLuOZM2diNBo1B/8+n4+cnBwZ9y+EuObIUp9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0y/2hkQQmS3YDCIoigMDAwwPDysOR2v14uiKFy4cAGfz6cpjVAohNfrZXBwEK/Xy4ULF9DpdJrzNDAwwMWLF7lw4QJ6vV5zOoqi4PP5GBgY4NKlS5rSGB4e5sMPP+SDDz6gv79fc15GRkYYGRnh/PnzXLhwAaPRqKmMQqEQQ0NDXLp0iUuXLnHu3DlycrS1Rw0NDTE4OMjly5czOja/34/X68Xr9TIwMMDQ0BDTpk3TlNbw8DDDw8OEQiHN+RFCiCtBgn8hxFU1NDTEiy++yIkTJzIKkL1eL++++y5//OMfmT5d+6NtaGiId955h9dffx2j0ag5+AM4deoUr776KkajUXNgC9Df38/AwACnT5/WXBkZGRnhwoULDA0N8cYbb2jOSygUIhQK8dZbb3H8+HFmzZqluYyCwSC///3vcTqdfOxjH8sonffee4+RkRFefvllTWmMpnPhwgUUReHFF19Ep9NpzpNOp0NRFAn+hRDXHAn+hRBXlcFgYNGiRfzd3/0ds2fP1pzOH/7wB1544QX+/u//nlmzZmlKY7Tl/9lnn+Xee+/FYrFk1PK/d+9ebrvtNubOnZtRheS1117jxIkTrF27ltzcXE1pDA8P89vf/paTJ0/y1a9+VXNeRlv+d+3aRVlZGYWFhRm1/Le0tHD//fezYMGCjFr+u7q6CAQCfOlLX9KUBoRb/o8ePcqpU6coLi5m5syZGVVIduzYkVHlUQghrgQJ/oUQV9X06dMpLCzkL//yLykoKMgorWPHjmGz2cjLy9O0fygUwuPx0N3djdVq5bbbbssoaD9y5Ajz58/n05/+NAaDQXM6/f39fPjhhyxcuFBzxcbv93Px4kVCoRB33nmn5ryMjIwQDAbp7OzEarXyqU99SlMZhUIhLl++zA033MAtt9zCwoULNVe0Ll++zMmTJ/H7/Rkdm8/n48MPPyQnJwer1crs2bM1B+8+nw+DwSDBvxDimiPBvxDiqps2bdrYf1OV1lTkZSrSmoo8xebtauZFrXwyydNU5OtKHFts2lrzJIQQ1xpZ7UcIISKmOmC7lgLAK5WXP9fgeKoqbEIIca2R4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkCQn+hRBCCCGEyBIS/AshhBBCCJElJPgXQgghhBAiS0jwL4QQQgghRJaQ4F8IIYQQQogsIcG/EEIIIYQQWUKCfyGEEEIIIbKEBP9CCCGEEEJkiWmhUCh0tTMhhMhOIyMjOJ1OKisr+dSnPkV+fr7mtM6ePcvp06e59dZbycvL05zO+++/z7lz5zCbzcyePZvp06dnlNbIyAjXX389BoNBczp9/z979x8fVXUn/v8VhkkjQ+yklFnaQev4I+DHLOtoH6Z8DeyH1DW6bfojuDRWQ2vDWqj5xGahsLHZoDRtFhYam08syJpSwW0jD4m7phbiow2fQvqwcdX4oEPbjOBQyAhOgIzEm0zmZjLfP2Ymmczv3EnAbd7Px8NH6+Tec8+999xz3ufcc489PfT393PbbbcxZ84cTWmoqsqf//xnAG688UbNeRkdHcXn8+FyuTAYDGRnZ6PT6TSlNTw8zOuvv85HP/pRbr75Zs3pDA0Ncfr0aQwGAwsXLtSUBoDH4+HixYt4PB7mzp3LnDlzyMjI0JTW8PAw/f397N69m0996lOa8ySEEFNNe6smhBBTICMjg4KCAjZt2pRW8P/666+zf/9+amtrmTt3ruZ03nvvPXbu3Ml9993H4sWL0wr+GxsbWbFiBYsWLUor+G9ra+Po0aM8/vjjaQX/v/71r7Hb7VRWVmrOi9/vx+fz8YMf/IAHH3yQT33qU2kF7d/5znf4h3/4B5YtW8asWdpeRg8NDfHiiy/i9Xr5+te/rikNCAT/R48e5cSJExQWFjJ37ty0gv8NGzZozosQQkwXCf6FEFdcRkYGGRkZmoO/UBqh/9Wajt/vZ9asWRPyk26epurc0s3PVOVldHR0QlrppDdV6YT2S/fcwu/9VJybEEJ8GMmcfyGECJqugO3DEAj+JZ/bdAgF/0II8ZdGgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGUKCfyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBli9pXOgBBiZhsdHWV4eBhFUZg9W3uVNDg4iNfr5YMPPtCcht/vR1EUPB4PiqIwMDCQdp5C6WRmZmpOx+PxjJ2bz+fTlIaqqgwNDTE0NMTAwIDmvIyOjuLz+Sacm06nm3Q6fr9/7Lw8Ho/mdACGhobG0krn3DweD4ODg6iqysjICKqqkpGRoSktn8+H3+/H7/drzo8QQkwHCf6FEFeU3+/n9OnTHDx4kOzsbM3pnDx5klOnTnHw4EHmzJmjOZ2LFy/icDjo7Ozk5MmTmgNSAIfDgU6n48SJE+j1es3p/Pd//zcnT57kl7/8JVlZWZrSGBkZ4fe//z19fX28/PLLmvPi9/vx+Xz09vZy+PBh5s+fz6xZ2l4iDw8Pc/r0aY4cOcLFixfTSuett94CSOvcvF4vPT09XLp0iblz5zJnzhzNwb/X60VVVc15EUKI6SLBvxDiipo1axbZ2dksXLgQo9GoOR1FUbj66qtZuHCh5k6E3+/nqquu4qMf/Sif+MQnuPbaa9Ma+f/Yxz7GggULuPbaa9Ma+T916hRnz57lmmuu0dyxUVWV9957j5GRET71qU9pzkto5D8nJ4dPfvKTLFiwQNM1Co38Z2dnYzKZuPbaa9Ma+X/nnXcA0jo3j8eD2+0mMzOThQsXMnfuXM0dkqGhIWbPnq258yCEENNFgn8hxBWVkZHBggUL+MxnPkNOTo7mdGbPns0f//hHli5dmtYbhPfee48333yTJUuWcPPNN6cV/L/22mvceuutLF68OK3gv6+vjwsXLrB06dK0gv/Q1KqlS5dqzkso+D98+DC33XYb1113neagfXBwkAMHDnDrrbeydOnStIL/d999F1VV0zo3j8fDyMgIZ8+e5TOf+QzZ2dmag//BwUF+/OMfa86LEEJMF/ngVwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGUKCfyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihph9pTMghBCjo6Nj/2jl9/vx+/1ppRO+/1TkKbS/z+e74ufm8/nSTgOIujY+n4+MjIxJpxPKS/i5aUknlKfpOLd00/L7/Zr3F0KI6SLBvxDiihodHWVgYIDe3l4uXbqkOZ1z584xMDDAmTNnMBgMmtM5f/48ly5d4uzZsxgMBnQ6nea03n//fc6dO8ecOXPQ6/Wa03G5XLz//vucPn2aq666SlMaqqry3nvv4Xa7+fOf/6w5L36/H5/Px6VLl3j33XfJyMjQfI08Hg8ffPAB586d4/Tp08yape1ltMfj4cKFC4yMjKR1bsPDw7hcLi5evMiZM2eYO3eu5g7J8PAwPp9Pc16EEGK6SPAvhLiiRkZG6Onp4fnnn08raO/t7eWPf/wjzz//PFlZWZrS8Pv9XLp0iePHj+P3+/n4xz+eVvDf3d3N+fPnmT9/PrNna69u//CHP/DOO++wd+9ezZ0In8+Hw+HA7XZPyVsIm81GRkYGOTk5moJ2v9+PqqrY7XZ0Oh0nTpzQHPx7vV7+8Ic/AIGgWytVVfnzn/+MoihcvHiRrKwszcG/z+djaGhIRv+FEB86EvwLIa6ojIwMrr/+ekpKStIK/o8fP87Q0BBf/vKXNY+OA7jdbt5//30++9nPcsMNN6QV/F+8eJHly5dz/fXXpxX8f+xjH2N0dJTPfvazZGZmakrD5/Px5ptv4nA4uOuuuzTnJTS9pre3l3vuuQez2aw5aB8eHsZut3P33XezZMmStIJ/g8GAx+OhpKREUxoQCP5fe+013nvvPYqKipgzZ47m4H9kZITXX39dc16EEGK6SPAvhLii9Ho98+bN4/rrrycnJ0dzOgMDA3z84x/nxhtvJDs7W1Mafr8fl8vFX/3VX2GxWFi0aFFaQfs111zDddddx0033cRHPvIRzen09PTw0Y9+FIvFkta0n3fffZfBwUFuvPFGzXkJzfP/5Cc/yfXXX8+nPvUpTdfI7/czNDRETk4On/jEJ1i0aJHmjtbQ0BDHjh1DVVUWL16sKQ0ITB86e/Yser1+rBxp7ZAMDg6SmZmpufMghBDTRYJ/IcQVl5GRMfZPOmmEp5VuPqYqTxkZGcyaNWtK0pnKc9Nq1qxZ+P3+tM8tMi8fhnMLP5+puN5CCPFhJEt9CiGEEEIIMUNI8C+EEEIIIcQMIcG/EEIIIYQQM4QE/0IIIYQQQswQEvwLIYQQQggxQ0jwL4QQQgghxAwhwb8QQgghhBAzhAT/QgghhBBCzBAS/AshhBBCCDFDSPAvhBBCCCHEDCHBvxBCCCGEEDPE7CudASGEGB0dHftHK7/fj9/vTyud8P2nIk+h/X0+X9rppHtuU5FGKJ3wf3w+HxkZGZNOJ5SX8PumJZ1Qnqbj3KbingkhxIeNBP9CiCtKVVXefvtt/vM//xODwaA5nZMnT9LT00NraytXXXWVpjT8fj+XLl3iD3/4A+3t7dhsNnQ6neY8vfXWW6iqyu9//3v0er3mdF5//XVOnjzJL3/5SzIzMzWlMTIyQk9PD++99x5tbW2a8xIKsv/4xz/y8ssvM3/+fGbN0vYS2ev1cuLECQ4fPszZs2fTSue1115jZGQkrTLk9Xr505/+hNvtZnR0lKuuukpzh2RkZITBwUHpAAghPnQk+BdCXHEej4fz588zODioOQ23283Q0BDnz58nKytLczrvv/8+Q0NDuN1uPvKRj2gOSAGGhobo7+9Hr9cze7b26vb999/H4/Fw8eLFtIL/gYEBhoaGuHjxoua8hIL/oaEhnE4ng4ODmq6R3+9HVVU++OAD+vv76evrSyv4v3TpEn6/n76+Pk1pQKAjeunSJT744IOxcqQ1+Pf5fBL4CyE+lCT4F0JcUXq9nr/+679mzZo1GI1Gzem8/vrrjI6O8o//+I9kZ2drSsPv9+NyuRgeHmblypXcfPPNaQXtqqqyYsUKFi9erDloB3jppZfQ6XQ88MADmt9qqKrKb3/7W9555x1Wr16tOS9+vx+fz0d/fz9f+tKXMJvNmt+OeDweHA4HJSUl3HnnnZrTGRoaorW1FVVV+frXv64pjVB+jh49ytmzZ/niF79Idna25g7J0NAQR48e1dx5EEKI6SLBvxDiips1axazZs1Ka4rNrFmzyMjIQKfTpZWOTqcby8tUpDUV6UzFuY2Ojk7JdQ6NZkdeJy1C55XuuYXyku65Rd6vULpahM5NCCE+bGS1HyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGWL2lc6AEEKI5DIyMsb+0WLWrFlppxErL+nmSQghxOUlwb8Q4ooaHR3F6/UyNDSEXq/XnI7H48Hr9TI4OJhWcOvxePB4PAwODqIoCjqdTnNag4ODDA0NoSgKXq9Xczper5eMjAx0Op3mgHnWrFnodDr8fn9aQbff7wdgZGQEnU6Xdp4AVFVFURTN6Xg8HoaHhxkeHuaDDz7QlAYwVg6HhoYYHBwc6zBpMTw8zOjoqOa8CCHEdJHgXwhxRXm9Xn7zm99w9uxZsrKyNKdz/vx5Tp06xYULF8jMzNScjqIonDx5ErvdztVXX51WoHzixAl+97vf8dGPfjStTsSf//xnXC4X77//vuYOks/n491330VRFN555x3NefH7/YyOjtLT08OZM2cwGAyar9HIyAivv/46Z86cwWw2aw60R0ZGOH36NBkZGfz3f/+3pjRC6fT19eHxePjNb37DRz7yEc1p+f1+3n///bHOkhBCfFhI8C+EuKJmz57NkiVL+MY3vsHcuXM1p/OHP/yB9vZ21q5dy1VXXaUpDb/fj9vt5uc//zl/93d/x/XXX59W0L5v3z4+85nPcN1116X1VuPo0aO88cYbrFu3TnNAOjIywmuvvYbD4eCBBx7QnBe/34/P5+Ppp5/mi1/8Ip/4xCc0X6Ph4WF++MMfcs899/A3f/M3mjsRw8PD/PrXv8br9fKlL31JUxoQ6Ii+8cYbnD9/nsLCQubMmaO5Q6KqKt/73vc050UIIaaLBP9CiCtq9uzZ/NVf/RV5eXnk5ORoTmdkZITu7m7++q//muzsbM3pvPfee3zyk5/k5ptv5uabb2b2bO3V5JEjR1i8eDGLFy9O623EmTNnOHPmDEuWLGHOnDma0lBVlfPnzzMyMoLVatWcl9HRUXw+H9dccw3/63/9L6677jrNwf/g4CDz58/n+uuv59Zbb9WcztDQECdOnEBV1bTOzePxcOnSJebOnTtWjrR2SAYHB/nIRz6S9vcVQggx1eRrKyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGWL2lc6AEGJm8/v9jIyM4PV6GR4e1pyOqqppp+P3+/F6vaiqOpaOz+fTnKfh4eGxdPx+v+Z0RkZGGBkZYXh4GJ1OpymN0PVRVTWt6zw6OorP55twblry5Pf7x65vKD2t5zY8PDwlZSh0TqF/hoeHmTVr8mNkfr8fVVXJyMggIyNDc36EEGI6SPAvhLiiRkZGOH/+PG+//TZz5szRnI7D4eDChQv09PSQlZWlOZ3333+f9957j5MnT+L3+zUFfyG9vb288847jI6OMnu29uq2t7eXixcv0tPTQ2ZmpqY0fD4fp0+f5t133+X48eOa8+L3+xkdHeXs2bOcOHECRVE0X6Ph4WEuXrzImTNnMBqNmgNlVVVxOp14PJ60zk1VVU6dOkVfXx89PT1cddVVmvLk9/txu90YDAb0er3m/AghxHTI8KczHCWEEGnw+/04nU4aGxvJyspKK1DyeDx4PB7mzp2bVqAdGv3NyspCp9OlFfyHRqH1en1a6QwMDOD1ejEajZpHx0dHRxkaGgLAYDBozovf7x97Q6LT6Zg9e7bmoH10dBS3283s2bPJzs7WnI7P52NoaIjZs2en1fHz+Xyoqorf70ev16PT6TQH/wB///d/z80335zW9RZCiKkmwb8Q4ooKTfuRqkj8JcnIyEirYySEENNFgn8hxBUn1ZD4SySBvxDiw0jm/AshrjgJkoQQQojLQ5b6FEIIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEk+BdCCCGEEGKGkOBfCCGEEEKIGUKCfyGEEEIIIWYICf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihkgr+FeOt9H8kg0lxe2dR5ppPuJM55Apc5/qpvuUO8lWCraXmmk7ruA6WMOq77bjSil1J517muk8k3grdUBB9QX/5UwnzXs6ceKmo6GCHYeT5S2Yw0le4wk8Lmxv2HB5tOw8BTwKSpxjT7g2SaV2vafKpPI2YKNtTxu2gWnMj6KgqNHHs/+8goqf21NLJK18unG80Y0jtSI79VQFZewCRP4p7NqkQHMdNO3P0uUt4xOO/KG7JuPXwvbMKlY9Y5t8EgnKTMwjptM2uR10v+HgSj0eibgP76CioWPK8qaes9F93MUkHrmY0mrXNBqrK650uxjXeDySmnh1Rqzfp7l+mcTzFtW++lSUScUDU+fytfUqruPd2M6l++RMndlJtxiw0frjZg6dVMlEQcm2UvZPlRSaQTndRXtXJsVfyMMwtr2Tzl8doOOwHZfBTP7yYoruzsOkg357O+3kU77cnH7O/9RCxY87I360ULJ5PYXzoPdX9dRTy/41xsCfFDstdU/QehJMS9dRW1mASafg7GqnS19MfpzDKMfbaDlpoTT8HOmn52A73F5OwTXxMmhjb/kWqNlP+RKgv4f2g5D/UC7qeRf9Hu/4pj433S/spOW3TpR5eZQ8WEbhDYGjxbzG4Xwuul9qoS3sehffnYdRBwx007L1KMueqqMoK7j9sWZW1UHt/nLyElzeWFwHa6joXEbT94swTfwL7d+t4GhBE3X3jv/F9txDbKGW/WsijxRxbYKUkx3se64V2wUD5jtLWXefNXAeqVxvnxvbKy20HrTh8gE6wAdcbabgvnJKbzfF2TFS7Ly5u1vYub8Tp2Ii78tllK2wBO6Hx0nXwS4yP19MXnaKh5gUFx0/CLu2YcczKy5ceCdsrTWfysl2mn/cQveAAb1PwbCklMo1RVgMAL10bK0PXJPg45ROOaKvnZpHguVyfsTZxihjrl/Vxy13E67N2Mk46HhuH63HXRjMBZSuKcU6L/CnRHWQ+/AOat6yUldViBHgQgc7nujGunk9haMxniUN8nSM6wAAIABJREFU55hWGQ9je2ZVnGcrjg/BNYlZf5zrZMf3dtLVB5aVm6n9Si6GsGsRr15OeqzIMnOhgx1PtOKI2jLQZpgStU0R+1osFhyO0L8VULlGoX5r4Fkwhu3meqOF5hc6cV4ijfpooqj7Hue8LF+uY/0KI15PP67z6oRawv7zChpfjZW6l/5zbgoj6r5w/d0t1Md8FmNRcBzex74XbbgMZgpWraPUGrhCSds1gmXvxeg7FjzDsbY+NWF1xacjy62dlspGIqMJADz9uNyFUfWcu7uVvS91YHcRuLcAPjDlFlL8YMnYsxUlvJ3CRO6KYlZ/IVQHjMcjxbcErkrkvfK6XbivK2f3liKMceuMWL9Prn6ZrPh1dKQY7evFDurjtAcxjxU3Dpms6LzEfTaWVtJ0V+I2dMK+FgsWh2O8zvjyWvJ+VR/dVg046PjZPlqPuSaWoyUllH21EMu0xBQBSYJ/Nx0/2sKhBdU0bLBi0IHz5Ro21u5j4e6yCRUdAD47+zbWcPT2arY1VGIcddL2vY1UvbWOp6oLkmYmfqUEygUX5gfDLtziUpoaS8c3CDa26mictF+op02/mqZmM20bt7DrSB61K5JmKaVKKj0qtr0b2e4oZltDNcZjzVTV1qM+mcqD4KZzWxXNrKauoRLzgJ3WHz7BI/ZKdj+aPz35PdXClsq2qJ+VC2COdYuPNFJxLDPiRy/9QGH4T33t1NcewLKhgaYlbtqe2MjGwWqeeigPfdJMqXTtfIRdvnVsbViLSRf2p75OGv+5isZv/pTKO/RMqOg9/bjcYFyQQyaApYS6qujqRD3ezMbtDoq3NVF9dTfNG2uoVxuouztW1eOmo6GG1jhtltftwr18EkHbJEwun2E8XTTXtpD5T03sud0APoXu3RXU7DSwe0PBNJV7By2PV9Cmi/hZ6YcFy6I3T7ncuWjfWsOBazfQ0GDFfaiGjTXNVDeUk5ckQI0KlEZV+s/1x61TXAdrqHjOiWle+BUKBiWxdphUGbfRvGoLHUYTOeH5XlpJ0/25iU8kOqeX6ZoEBgH2njORM+GSlFBXFeuKuOl4ppEeay17Pu+kfn09rX+zh7LFqZ1VVHuh9OOaV0rTtuLojecVsr4xkIdYHaeE7xbmFbK+MW9sgGP9vaaJaRxrjj6zI/VUPWtg3b82URBejwfro/qvPUX18qgWlEnf97DzCggOxHi80dteZq5X6ql50cKGbU1YL7VRs3EjzY89RfktyWt0CJa97OJJB3nRz2UBlY0xn8igXEobmyiN9afgIMcEJ1vYWG+juKGJyoi+ovOlGqpqvGzdWYolKjGFrp2P0OgqZduOtZgJxEeP/CJn7HmJrM9y72+i6f6x1GlbX8W+UweoqWxjYjsa3u4Efqepgu4sCNRJRTFOLkGnh4iYK7yTqfTj8mSOXV/Ll+soi5NGzOMsMMEzFVQQzNs3I9vCydYjCUR1jgMd3GXV+1lrjd587HrHGrzpi9cRDdv3luCgWGM5eRPScNH+q4gdgvFyz//eytZGC4ax4F/B8UI9mzY6qWsqIzeyjZwiSYL/XhzHIP8L1rGMme9YhuXZozguQtS1e6eLjgsFrH0w2JPVmSn+x5W0rz+KbaAgurMQYWJBDxes0MJ/ihz59yn0YyZG2ADY6TqisKyiCFM23HOXiarf2VBWTLYRnQSnI9CgnHLCklAN0UFjZTdq+AM+0EXbwUxW7ijGrAOsqym/4wF2tdspejBJ/gZsHO3OoXhHUWBfYy4l/7iSjvUddH8jn+TdLQ2uK6U23sh/rO2XV9IUY+S/edWWCb/Y21uw37GWzVYDYAiWmza67sujYEp7v2EVfbBir2wMH9WJDAMUul5qJ7OkgWIzgJXVq/N54Jl27HeXEX2HjBRWNcUO/ggFHpPgcdBzChyfcKBiCgaJgcBZPwAs15rPMHYbnWoBtbcHa1qdAeudBah1O6mqbCEzVmctbRZKH4838h9j81TL3dvttPwpn7WPBeosw+fWsbK9irbXSslbPg3dmJj5AvqiN9VSxgsrmuKOwqbsMl8Ty321E0e3gqKmVA7Y6DpmoXhNHoYFiyi+o5ldr9tTDv4j2wvngQqq7DkYIMF0EhdOB+Bx4CSPCbFbcKAiNGo+gc+N6xw4L7gBA+4+wOfCDcF2LVC3Lwru22vvRv109cTAH2B+Acs+3Ui9vRdiBv8BU3Lf4/AqLlxL0hiAiNMRB8KunZ325+0senAD1mwgu5jVd7dS81IXpbdMS8s0UdRz6Yrx1ickTocryLSggAnDV1fnYNK7cJxyopjMGIJ9GVVx4jjtQj8/J/aAyUA3HUdyAm29HiAUH/VQ+mQ1BdkJ2lFA+e0BWs7kUj4WkIa3o4nbHbAR3UVN0OmJrFvDOpmhkffw6+s6GPfA48fp66b1Z210nHTBvDyK7yul6BYj9LXTEWOvlOuRRCI7x54uGlfvwjA3yX5ne3HgwORQKZof3lkNDVoVUNlYGtWuui84AT3uAcDtwokT1wUgWA84XthCxcHgvhcd9FywkP+3YYE/gM6A5W/zsRzownERclN4G6JFkuB/EXnL9TS+0EqhpQTLHBedzx/Afk0x66YpQynzKrjOWVObdjDgoncgl9sWBv7VfJMVfunAmTgkAoI381ygknePjTQlC4YUul9qxTXPSOZ/tdH92bXBjlIhlY3FOMMfqtM92LBSPPYqTo8lNxflVQfuFPI3aZkGTAs62VVZEfvvmkYW0+XGYVfIXWoZHwG9JhcrB+g5DQW3JNtfT/66pzC80sKuqpboaT/faqD09tRGm6I56LGB9XPjYYL+xkXkDhzFcYHpuEMTuH7dRufVRoxH2jh0Xz7FOggFzub/Cu9IpJHPaxdh1e+lq7uUPGtw5P+1LlhSzraaQowxOmsfznIEbkcPyk3LsIw14mZyl8CBkw5YnkKwEx7YJBxQmHTO0izjaRz5w3pNzjmwk0vxAhir995yoSQdJorFhe1NF+Z8S+Lg/+12DpwyYsxq4cCrhVQuDQvTYg5UBFN/ZS+HPHo4fBTbXRY6uvXo9S0cOJZPORCo28fbokVLizD+oIXmO0ysvtWMXgf4VJxv7aWl00jRY4s0nOMUivlGNiBm5yfIdG8d++8N/kuiqX8DLnoHLFhvHk8nd0k+HHHgJPlA4JWQcodrfhF1T1ro6DxE8w+6sV8I/Gy6wUrekg00rMtNczpKBJ+C45Vd1O/pIb9qNa7vhUbNY8QhioOOF1pofyMwhXgswL7SBjrZ8e1m9N/cSkOFCe+pFuqrN9Jfv5vSq2EsqL6xhLqqqX8rPsZuo0tvpTLh1Cc3nS93YJhnoPP5NlbeXhIYXAXiDVoBoNg4sL8HvV7lUKcLk6sDr97LoZ+1U7Q5EAFO6NDMt7Js8V4OPNfOojWF5BoDLYPqttPxXBu9i1dincY4O0nwHwiqql9po+UHFTgVA+bbS9m6pRAzMXpg1+dTOK+G5ueWsegha2Daz78foN+6jrxs6E0jo14VTMac+Bv4VJTBflynnWCOeCfhUaIbg4FDbK/smjgKH5Wmna7DCgx00PWnMsrGRppiBENj+yjYfr6F7Z25rHuqEuMLVWzZsIPyu/QQazzAR+yPp3yQ9MVtdh7LrP00t3ZSUFGAadBB678foP/OysBoS6wPmiKnS01CZlYOpoG2OKM+JixZExuTTIMJ06u7qKiMsfkCEwVjm3sDgXoUNc7vMeiM5N27lrx7k28a4nIGxoKcfZCX6CGL941OnOkg4xRsL7XguKE0OIdTRVHAtDBBOQ7jPLyDJ551Ufz93RSdqKFq/SZcDyaoGLXm01hA5RaF5h9X8fAzmWSqXvQ33EPto4XxG+k0yhGz9OQscNP2vQpiliSLfsJI22TKnTdOeUn5o67wEcPga9txoVGfwNSe5E1U+PZl6ZfxSKEALklH6/Jdk8Qv/4HxjoSlhLrPeqPrZVszmyr1k37TpB5ro+XtXEq/HTaWHzpW6Pqc62THD9swfbWJ6mvaqKqrYodnM5VJvkFzH6mn6jlYveMpDHseoX49GL6wmd1LjlK1dROZd+cSWbfrbyln95M22n91gPpn7cG20kTu0nzKnixPXN8kE37f73JQ88henPNzwkYPo+vicHlr9rN/zWQPGmM6o6cfgMbK7okj40srabpLQUFP5oQRTT0MeMfbtfCyUBVd1yR+7qHgW02UpviWKMTxwhYqfhHZgc3EsMBE59hUlEjj3xck+g7BdbKbjpPddLw4cZ8x2VYK79xJ47+3kf8vxYFpP/9+gP7sHFq+W0ELEdN+PC66DrbQ+mInvdn5rK5voOgGAywtCE6ziYxDJk7v41Qr9bUb6X3sKcqDgwsdwalA0dfOSeeeQ3BX6JsAFWUgVsyl4rDb4W0TDk8RpvA3JYnup6OHLrWA2uWBt9f6GwpZdlMrR+0u+HTgeo0H1SmM7ScpO7G5aH++ncwVtdwWlu/ANQndLwX7c/XsPLGMDU+W4Pq3KjZWK1Q/Vpa4vlfttNTU03V7Nbv/tpuqx6t4gjzWNZaj/KiKqm2uGPWZiaLNu8n7XTttT9fQ6AzUhgZzHvkFm9n9GfM0TbkNSP7Br85I3r1l5N1bhqooeEfB/W433b3e6JVcdLmUbW/A8ou91Fc1o2Ai795qGu7Ow0g6wb8L1ykwGMJGb6NGHk3kWgMXy7I8b2LPO9uICfdYflVFgQUr2dxYgC3Bazb3bw9wKLOY8pVv0ryvjaItxRPnk8fisdF53Ez5tkoKjMCaBrbe0IWaGeelo3khuRydEIC6nA70N5ZiItljYKRgYwOGl4Ij3gYz+cureeruWN8nJJ6LPkGcB8q4Yj1NKXwnkWwuYUjnjyvoDDbM5hv1OJwuCN25PicOclmW9NvwsGP5FPr7vGSGGsKYc/pD5+Wk61d29Ho9BxJOsVrIwsVw1OmCJcG8ne3FobdQOp+Y0zvGRX7A1Y/LCcabU3ikfU7ePKJQuLmB0puAm+p4akE7PXjjvL5OJ59guKGIyh2x5oUG0i7cVA3XwlSUo+h5yvGkdizHizVUvBU4lulaC/pTvbh8BJ/VwDSP3L9dmMLxkpk46pO8iZq4vU1zGY8jwUh1uMt3TVy0J9s8vCNxphUTvYF6OQvUQTfcsZaGRw3sjTe4EotiY+/OdvRfiBiRCzuWenwfVT9ow7t0PdvuMWHQlbOtOpP6hu203diQ8M2Y8c4N7F6qD0zv2LgbyztujDeZMZDL7mYFVXGRlweBq5mozLqwv9qG/dVgMDupwCVM+H3vc5BwNHKCdJ7dGNNKznTS/Cu456ECooqwz4tF76D3LGNTHlxOB9y0bLxtjjdlLnTElNub1Fnuq6Xu093jHdiYC4dEctD6RAWubzVRmlaeDORXPEX1Ky00r6/AhQHznRto2Gwdey4nTLXJAjwmCjc0UXiLKfD2aILwehno6+bonyys/D/Bado3lFC6ooUtr/aMBf/x325EfBDsc+E6p8dwdcQb874O2n5rxmzupOXlleSvDLvzie6nZRH5+mY6jhSz6E4T3lMdHH3bSN43NL4jSVJ2YnEdbGTvKSvrvjPxG6vxa+Kio76KXTYLpVvKsGYbYFMd7N5B/bO57P5qgsT1uays+ymlBj2Qx+4n83HMysUyD9j8UwpUL8rJPFzzgp2pBOVOcdroeN5Gx/OBf9fSyU1FguBfpXtPFc3doRz148JCYYEFfdZCFuVaMMZa8shgpuAr1RR8ZQpz2efEgYX88DudZOTRraumOlgdk5XHbXf00/yLborWmOj4RSfGO+owk+BDL2cb25+2kV9RSdEd+bj+Xw01DQY2VxWGvQKKwZDP2vrwNSoMWFYUgk9lz5LA+JDpq9WYQ4VgXj73WPey979sFKzJw3CunZbDBu55PMVXXzoT1i9XYr1XQcGAIdSj9akovlxWbjJjzobkcwITmXyjETWXMMEKLwB5BfdgeLyF9s/XUbRAwfZfB3BYV7Mh6WoOYfMWQ8cINYQx5/QHuA7upGWwiOp/yaG5djvNSxooXxIrKDeSf5eVvT9vw7a8nLwsF+0vdGC4d/PkV7lRnbjdeiwLUmjudWaKN9dOzIm1iHyfSl5zIZlzQLkrrIynm8/w+0P4vQqOLo2t9JNOOUq2gke44EhM1LHC8hOrEVu8jHuufoKWV4qpu9eEcqyNA6esrP7O5Xv1rSpKzNF87WU8jE9FUSc5he1KXxOfGnvJ32usFMxroe2Vldy2wkXbL/uxfm0R+skMEw100/zP2+kwl9OQ4O2HfnEx1f9agvma8WfcaC1j697AGKozt4gi4ryR0+kxuCM+HFyaj/XFtkA5pCNstZ/0no+4NNx3NWrpxUDeFiZYWAMSTfuJGNQJDq50dbeMj/yHOg26ReTfZaD+hXaKbynC5LHR9pKd3C9UpjCoNYn2JsXphaoa57VoWBwRuYpM3BW14q4cFZSoUzepN9Qm8u8vDQSKVbECxbDVmYzAxywsyt5Lj12haL4BBrrpekOP9f6FTHrotc+FKzsi5vK5aP+/e3HdW03DXXZq1j9B8/UNlFtTGMzKLmD9kwZaf7aLqheCc/43b6PoBpIOTI0fP049kgLnwS1sfM5N4abqwKBsTCbyV9eRt8AyPshrsFBU1UQRwICN/HvzMcdZJEFv0EcsQmAh39pP24llNH3fSvfPwlb7SefN+RRJEPzrsT7URNNDgX8LPRglD4V95JFs6MsTWFdXueDAecEQ+AJdi48VUt2QhxJ10xJ8qKP041paHVzq00DBumocNfU89AAYrOXU3Z9LvCpIfbuFjY+3YfjqtuCc0FzKttehr3uCJ55byFNfSyHPiXp2E1YuMlJQuZnerfVUPGwAnx7rN+souymFY4SJWlbz+F4eCs7HDH9+o5buS0mMBi1JMA+BtbMPcU9qS7veVEbdNxup/+5DtOlAWVDE5k2pzg0NNhYnFPrx4gytIhP2WnpRWIPmfrWRmj0uCmuqyVtsoHqNjaqtm1DXVFO2PDp14/JKNp+tp77yYQyo6JesC5afSdJbKdv9H5PbJ0FDM75ykHFq85kCbeUo1mhe7GViw8VebjcOXS5lm9fRuHUTD/1CDx4TRf+SqMKPMNn57eHbe7yQlQnz8ln71RjnoqGMd4yt2OHF68kkM8uA+YuVxFjPJr7LfE0CH7UF/r/XA5lZYLpjLaVRnRwLpZvLqf/uRh54Dsyf20DdnSm+I/YpOH/XQuOPO1AKKnnq4fzgcolx6IyYrwEGHLT/ZBdtx/sD9yp4XRfeXkr5mgT1VORqQUpg8kpHUwXdMSYpaX0+QiZ332OtnGXA/LdlrJwTvXXShTXirhSU6APRSHryVm+mvGk7mx5uQ4+C6e5aqpOtPAbEbG8mu7RwqMz6vHjJJHNJ4dQtgJHgzWUgTlITT9kNXy43lY5/3EAxYtqPLpeSx1YHpm/+LBPV48VydzXrU32mwi0oorY57E3wgIO2H9XQcqGQ6k15GAx5bK7qZWP9w9jvr6MyleWPs83kFpRQ8M28idOF4ki9Hkmgz0bbs43sO7aQsi1bKb4hcQtiMAe+GXK9sY9dzx6l15NJZhaBun2ehcIHKxMu6R25WpDXx1hZjF6ZLtCZZppG9pNJPu0nZdG9dYM5j1yTHrIWsig3URCS3lSCWK+yXAdrqAj/b7YY8ihr+I8kS1IF6G8qZdvulejDpxkZcimt/49gxZfCf3Qm7gMb44t+Qy6lW/akWKnG4HNgOwbox1ewcJ4K5NHhhLywNi3Wus/TZbL/XQfT8koaYgTfySUabYto0C500LjTzm1V28ZG+k1317Lb3Erj672gi1U5GMj9Sh17kr7Nii7HygXwnhuvxMYEy7H3YA0VztL4K28kaGiiVw5KNZ/xBIMIwgK8M/YYq1Zd3nI06eV2FxRQ2TD5pn7Cx4yRYoxOJd4+9gSY1Mt4HuX79wc/Jo1meybih2PNrHotP345uizXxETR9/cTb/JYzBVBFhRR3RxvjwR0Cj2vKxRu2R2YB50SJ22Pb6LrbxtoejSsTgoubbtxp56fVuTHXlq4rz1sbr0J09LAWHdhRRPlRC8Hqf35mOR9n19E3f741y/WNU+8pHaCb+Ag8PHpkX3se8GGK7yzEfHfpwFAZ6bw0YapfwuSROwy66L9uy2xdwgbYDER/o2BCZNvBw+sMrN6wpKP7TG+swg7fsQ3S1HiLpcb5/k51syquo7x6avhJnw7l2z6ZrjIqbmRy4OGWVpJ0xf6cWevpq4q9N9+AePSSnbfaMcxy4L+tRQOGeu/OwSBwd3mAjLHOqqTrUdsNK/qIj9Gx1B1dWObv46mPdbkU7ZD+7zWSNXTmWx4cnfg28kQZxs1VTXoG0Ir6kWzPbOKLUeMmIyZsMBCpq4/OEXJSnfUFHMvyjlXCh93To8pDP6Tv+60dcf7yzS9Kk3DhMD/w8yn0L2nnjZjPvl9Lex8+TY23/omO5+H/Dug5elW8jaVjD2wV0ySRuqymVdI7d7okma4pYTqWyCljl1cky3HLto77RR9ZRpXN5iU4Nzh4LQf7yUb+54+gGFFIeoLjey7oZayW650QQoER2Iil9MBr4BtTd7kp6P9j2Si8NFYKwlMp+Dz8TEVxfMm+14khf8GyYdPWkt9vt1Kzc4eVm5rouS68Z8dB6rY9EQrC/cmWVb4wyjRN0hRH7iHpPqdxVQpjDl9VbvJvMUJKHs0xo/zc7EwyeU3I+n0GLLTeJL6nDhoh2Pl5EUMAutvKQu265dR6Jscj4LjlXraTlzm46co5eA/MysH08eT9Ggvu8Rf6YdGZ+Ib72Eqx/Mpyk/16+rAcbVdjEz0HzeRk2A1hnCGaxPlS6X7mYfZfqqYzTWl5A50suN7G3ngZznkf7OW9Xdm0vXME9RsVNj8ZBm5+uQrKKS8ROMsPTkLctDPir9JwtV+SLyk3EQ5LLq3iHhTchOb3PWetCxzwnmAibnopZxijet5ZxpMmFIthMnyGbkCzwIDnc/sw7yijup7LXB3O83PNNLxT9UUzp/CcpTC/Zm6Y0FOorndiaRQ3tPafpJlPPLeJxyhT3bky3RNUm9Dxjt4TrfGvMVkpvjxrWT+pJGKhyOn/ZSz7eE4o/4Q8XyYyLUacS8w4Qq2PZFrwU9lmQ03qWee2Nc8Wb2ccM76TSXUrVPY98OKiWuzz8tj7eaSlAP/xO3adDBR+NgeCjINcGmyz2aEJKuVJf2vDyfbP/L6T8myyum0oVMk2Xmn+ExElekpHljU31FJg24fu777MDsjp/1sros76g8Tny2DOQ8Lalg9ELkKV+qrTE2HDL/f79e8t6qgeDMnrsKTgPtUNw4sWK/7EKw7+5fKp6KO6tH/TxyS+pBQBxSYY4ixuoIQQogZw6eiDHrJlPZA/IVJL/gXQgghhBBC/I+h9cWXEEIIIYQQ4n8YCf6FEEIIIYSYIST4F0IIIYQQYoaQ4F8IIYQQQogZQoJ/IYQQQgghZggJ/oUQQgghhJghJPgXQgghhBBihpDgXwghhBBCiBlCgn8hhBBCCCFmCAn+hRBCCCGEmCEua/Bv/3kFFT+3p7StcryN5pdsKNOcp1gmk09UBUVRNR5JwfZSM23HUzzLlI/lpHNPM51nwPbMKlY9Y0st/TOdNO/pxJli2uPstFRW0PKn1A4DgEdB8UT/HOu+X86yMOljDdho29OGbWA6cxUU55pN/b6x7vHl2Hf6TerZTofHhe0NG65Y19ynogxEPMdp1SN/oRJdw3Bj9ZaN5lWraD6WWvKXvY0ZewbdON7oxuG+XAdO3eSuSfz2y3mkmeYjzqS/fVi4D++goqGDD+EtmTLqORvdx11ILSMAZmvf1Ubzqi1Qs5/yJcGf/tRCxY87o7Ys+FYTpYvBq7hw4Q3+6qajoYZWR8TGSytpuj8X5XQX7V2ZFH8hD4P2TE5BPhNz/aqeis5lNH2/CFOMv7sP76DmxciTzKV0SyUFRgVnVztd+mKKb0l+ljGPda6THd/bSVcfWFZupvYruRjop+dgO9xeTn7MlBRsL7XguKF04nH7e2g/CPkPFWCOm4vxtAuuCf3mRTnnIsVLBoDtuYfYQi371+RNzFmM+x67LLho/24FRwuaqLs31pWPL+Y9sZRQV1WIN065cx1rp/1gB11OBdMNhRSWFFFwjQE8TroOdpH5+WLyspMdOZDnZkv0eaci3jXTsm/scknwOphi3ONxWvd1vdFC8wudOC8BOsAHXG2m4L5ySm+f3D0MntUUPNt2Wiobid4D8PTjchdSu7+cWFc89nUooLKxlNyBblq2HmXZU3UUZUVscnwvD9UxId1k9UjUmT+zSnNZmKCvnZpHgvmcH/57Ny0/aaHzZD9kZQLg9UDODQWUfqMU6/zYyU1O4jaAGNfQdWQHW57uwqWzUPJYLaWLDWH1VuzaLtAhPQR3TSyTSduYOGUpJFSmUjX+DELH1vpAuTUG/mb/eQWNr8bay0v/OTeF4WUcUE520PpCO12nlcCzBOADw7X5FN1XQuEN8dsT9/F2Wl5ow3YBTDcUUvxgCdZ5wXQjrklUGVf6cXkKqf2PcvKI337129tpJ5/y5eaEv3GsmVURz8JUiHo+LnSw44lWIoua5ct1rF9hxOvpx3VenVgzTPKeJDz++F+i66xE+tqpeaQZS8rbd9P6szY6TrowmPMp/HwxRbcECll/dwv1qdYx8eoF8RcjcfB/rJlVdR0YF+SQGfZz3EpvcSlNjaVhPwQKuhIzKDRSWNVEYfjWz6xiS+yNE5vWfMaoBJR+XPNKadpWnDRrxhXraVoRtuuReh5q6mJvbQUtgHIBzAXBP4ZXUEo/Lk8mpnmBStXy5TrKolJ30/FMIz3WWvZ83kn9+npa/2YPZUkbpMl1OiC8EfDSD9BUQXcWBIKd6Gp7/JoFKkqMJnKyACyUbF4/sfIJb2SVfvA42VLZFvj3pZXUGlPKYsoi70n3zlXU600HklO6AAAgAElEQVQYAVeM7d1H6ql6WqH0X+toukaP+41mNq6vwvH93ZRNJm+Kg55TgMeO05eHWRe5QXQw5HW7cC+tZv86a5LEJ7fv+DWI1RglflOkZV/3kXqqnjWw7l+bKJgQZHbS+M9V1H/tKaqXx7iY0/xsp8Pr6ceVXTzemB5rZlWdErsPHBFImhbArsqKwL9YSlgbdS6BfHeMPTdBocB4ElwHa6h4zjlWlwQPSsnm9RPq3zGeLhq/vQu+uZWmTRPDBNeRRjZ9u5G1zZXkR3ZqIG6QFUg3sjM1yTbA3cGuph6sNXsodtZT9W+t3La7jORXI9aARQq8Cq5z1skHplFlNkadFyH3/iaa7o/1l+AzFm6gk121+zD8UxNNt0+sv5U3dlFRu4vMXespiDEYobzWyCM/clH6rw2s/SQ4Dz3Bxso2ckJlQ+mHBcvGtp9YV6p0NX2dHa92squyO7B5WPsV3lHwugEaqTgWvAJfrqMowflP3iSfj3mFrG8ML2nBwSPPNFQMIUfGz39coP2M+dzFoJzowQEobzthSfwhOQDcndR/uxm+VkfTo2bcb7ey/fFH6KnYTeXS6HZ+0vWC+IuSwsh/IZWNU9srnx7Tl8/Iitl5oIIqew4GmNwrY5+LjvZuch8KjVYHK6DQ38MqKNfBGio6l1Eb1kt3HYxIb8BG1zELxWvyMCxYRPEdzex63Z5C8D95UQFfRdOEgO9oxPbj1yzW9hEhYlTANlHUeafDp6IMunDaXcF718vR18H6NUucHRRsv+0mp6SB4mv0ABhvX035ne3s6rJTlmqL5nPSsbOZrhvyye9r4Yk9FhoesmKY0AGIDIZUun70ALuyU+mgady3zxloXE5FNy4dTRV0ZwUbg3kx9nU6sAFqjIYpct9eezfqp6snBv4A8wtY9ulG6u29ECv4B6a3Dgq8tbKmOrI2KQ5aHq+g7cYS6qoCZdz1Ristv+jAfgFMtxRTcl8RefPAdbAjZgqFEc+NZteVTqhLxvRNQdrhooKsMMFR3nGxOqzA8ti7K8e6sF1XzNolBky5xeTv2UXXO6kE/1dCdJlN1KW2PbOKLUeMmIyRwSKwwERB+M96I8arvThOOXHdkospFPx6XDhP9eK92oJRH+soCt2/7pxQl5k/t46V7VX03NdE9XJDsN2Jk8mTB2g5kklRzW7Kl+iJbL8iB1WizvFkggug0ZQ9HzF4FReuJWm8XVteSVO8kf9UODvYtbcLy9J8XM8/QfP1DZRb49fnyrGjdM8rpuHuQF1svKmEdSUdVP2/bsqXFsTe6XLVC+JDJ41pP+kKVBx7z5nIGSvPJkxLw2q5Uy2BEWANo13Tx4XtTRfmfMvkgn+fQveeGvZdLKbubi1THGI458BOLsULAPRYcnNR3nKhkGw42o3rHDgvuAH3+LQHz2TGJKaeu7uVvS91YL9gwHxnMas/X4A5bl2Xif7jJtwHt1ARs3MQJ2jVueh+4RCu627DcrUXx69a6aSI2jvCDhQsd4FXwjFb0ZSpihPHax007zmEYi1n2+ZCzIM2Wn5Qz8OVt1H6jRKWLYnTWPt6sL2mx/povI5JAinua28/gGOekcznD9D12Urywy5D4oZVoeuFFtyLczG27qT9zjqKFsTfd9HSIow/aKH5DhOrbzWj1wE+Fedbe2npNFL02KLJn+MU6hh7kxUpQecnKQulj4+/Nld+u4Oqn+hZ9/0GKud7cbxQz6aafrbuLA1MO5lQ7rSeyRTIyqfyyUxafrKDiueip/1UPlmKNea1miwv6nkXxntTm7rnPG2H3OJAoJJlYdFNCm+eVUha3Q24A2/03Apc6JrwdjV8lPuKixksxpCVR/m2bXR3HqX1R83YnIFWyGDOw7pkJdu2WTFPyf0Z53qjmR0/7MDwlUpMv66i4pnA7xPeXAd+wXG4lZZXunAqJvLuLaH07jyMUW85gzINmBZ0jr8Fi3Sl2/6Yo/cBoSlDsWQaTJhe3UVFJcE3Xoy/CYrszIXzqSjnHHT9qpnmVxRuW7ONuhVmlLtb2LL1YSqspZR/eRl51xgDdagQGqUd/IcazYJvNVHqjfGKPlFBByz31cav+OP1Sq9APkPUY220vJ1L6bfDRjqTdFLUc920/Gg7hy4tY31dEb2NFTQGR7uiK08AFYfdDm+bcHiKxkd2wo9lKaHus97ozoetmU2V+sSvFv/URccAKIe7sN9fRmljE6UQY2QuhjN2ugHijvZGTMkIjizjdMGS+HdSPd7Mxu0Oirc1UbnARefOGjZuVWjYUhR93lWFGGNMGUiNmYKHygFwHt7Bzjf0FNWUkhd+jSPKXd6dVvqf3knbHZspvkaP+429NP/WSOH3cyH2BIcxjkPNHPggn7JtPyVvQTDCz86jtP4/uOdUJx3/tY+9nkoq74xuRFyvtNCeVUjtkrCeQbAxStTwpLqv68gOtr9korSxGssvqtiyYQdrH6ukMNnUCJ+Lzt1b2PmnQqq3l2M6UkPV+k30/tN6Vt8aexf9LeXsftJG+68OUP+sPTi9ykTu0nzKniwnL415pek923mU799PuYbjZmblYBpoG5+iBpgWFBDvUI4/dqEuraVggR7QYylcRu6Bo9j7wAoR5a43eQZCgUnaAVLwDYUurKMz30rpJivx38dp4FNhgYmcBJuoioLX7cTuNpIXUV14PdFDLbZnN1GhSzxo4X69I1BnHenCvTzy7WqCzCQJTJM9gzEdaaTiGFH184RgMdGxEnyHoDhtdDptdAYHQ6Knxhmw/u8CdjYF67JPgvPQTg5cMJDzwiYqXiCiQ+TGfrCNA784RPfAQoo3PEWZ1QjkE5jwGvHmGnC9Uk/NixY2bGvCioPWf6th47lqnnooL+z8w8pskre+aQk/1l0Oah7Zi3N+TtjbVhOWrPiNft6a/exfM9mDJviGKEznjyvojPncOmh/5gDKHWU0/DQPU7D6NtxSytY99+D4XQdtz+5FebSSgoiiZ1iyDOvTzRw4UkDlchPKyVZ2tvZTUGGd/CyFYF6i6gXxFyPt4H/CCN8xmOwrescL4yO3er0eVVUxLCmnPMn0tsudTwAUG3t3tqP/QsRHMHE7KU7aazfSfDIH6xc20HCfFZMOGAtaoytPAPo6aPutGbO5k5aXV5K/MuxihB/rTCsmegMrSGSBOuiGO9bS8KiBvXFfLbrpfPEQ+s+VU3Ksmb2Hiqj7XOrdK/tvDtGfpYdfdmD/Uhm5YaMPsUaKna8ewq7Xo3+pHfvdE7cP1/NqO+4VtRSbAUwUfGUlhx45SndfUXRglORDvHCx5oa7T3XS9vRO2pyLKKtvoDjBx3EAxuXVPDWvnZafVFFxAQzmAlbvaAjMH07yejR3ZS3V8dK9roCSR+O8jj3XTuNzDqzf3DCxY5LK6GDSfVVsz1VQ/5KX/KptFC8wwEPbqNbXs/3JNhZtSxRIqtj21rDzdCHV20rJMwD31tFg2seuTjvK7ZHBUJyPOgFwYX+1DfurweB5rGM3OZqf7UTz0yPECvQSTnPItlK6yYwpbN615eZ89D/poPPziyiY78XRcRT7vDzKtXZ8Uh0pTirsDcWfWqh4QvuzlYjrXC9kWxjvjka/vTOY88g16WHObZgj4vmcHBP0KqiAHhVlAPLXNFBp2Bt/0MJnp21/D9avlWH42T5auvNZm2DqxATTEZgur6RpDWFTP1ILFh0v1lBxrpKm+9PLk2FpJU9dPbEu2/Bk3dgH3BM7RAbQeVn01TrWfcYSY/Q+B+tXqzHPC3XnXHT/xo7lC5VYswEslNxXSEtdFz2h4H+szLrpaKiIUy9E0FgvTHg++hxEvomLL1GdlSxvueODaVrocinZHKfF0Bmx3FlC5Z1x9jUWUP2kgdaf7aLiheAHv489RVGK3/VFS/V6if+JtAX/HgV1MrMhfCpK1A4mir6/P+5HQK6DBzRlbYIpyWfQQDfN/7ydDnM5DSmPspkpemw3hXpDnFd0kZUn4HPR/n/34rq3moa77NSsTzDX7xorBfNaaHtlJbetcNH2y36sX1uEPsGoofPl7ey05VNZWUT+/+fi4e/WsGPOZtavSKG3da6NvS8ZWFm/GcOzG9m+x0rDmgSrMZ1rZ+fzCkWbNpPzbE3C7RfekAe/sOHw5WHRgfO1ozjmLWL1x2JsnFajrNDT3oGyvJqmu/MCnbEUGG8pYu0tk/tkLdZqMMoFF96s8KluAGZK/qWawlAl62xnS/Ve3HdVx/4INpGU9tWTd281275oxhwKTnVGrF/byn8EEmHRvUXEHqLVk/fQ7uB240y3l1F7O4Cbwk3VcG3oL1rf0CQxFc/2vELWNy5MEnwlGfWK1xH1KfT3mVkdtlKN4c71NGS10vJ0FS3BOf+1dUVYiP2hecrnoZGqKIEVl8JN40isy2mHhSvDBkmSlA2Pa0IHynxrAcbn2zh0320Unmuj7YKV8pv1cDrO/j6F7j3baZuzkoZ7ijFk23hk+xYMj9VSliQgir/SS4RUA1NVjbPEYliwGLnCStyVcJJ1GIIrTsX5a+p1mZ7cu8vJvdDBjqodMTvJygUX5gdD07ZMWHIN7LXbUe42YUCh+7Uu9NbVLCTyXdY01Qsang81aondQN4WJikDid78JCs/sTvOMTodPoX+Pi+ZE95YAOYSajcVRg84zrdS8qiV4gEF5oTFHR4FcldSfa054Zs3iFMviL84KQT/HTRWdgdeZXu8eLMyyTSYKflWvJVuwrYfYyL3vvKYD7r78A5q3rJq69lfjnz6FJy/a6Hxxx0oBZU89XB+/PmLsWQZUOItjUhE5TngoO1HNbRcKKR6Ux4GQx6bq3rZWP8w9vvrqIyax2mhdHM59d/dyAPPgflzG6i700jsKQMq9p9v5IlfGCjdFpzbfVMZDVv0bPnBE+z7xFMxVhMa5+5upn57B/qHGii5wQSPVtJTs4UqZznVj8XoOFzoovGJZlwraqlekovhO+XYNtazSS2n+sHokmBcXkn16Ubq1z1MJipKtpXymsCbgtiBUaABZJKjj2Ag/5u1LDq8g5pG1+TLnU9FGfQCbpx2F95Z8V+mRo8Mh5YnjTPVzefC9vI+Gp97k4UP1rH1C5bUl7md7L7zzJgB5WQ7zc8Elv3LzCL47Czktq+UszbR9J+4b1/ClsELu7DpPefTWQclGKkLBmPqaIKsxQuWg/tGyjHnsuy+AtbdYiKVEGX8WwQvXk8mmVkGzF+sJPk6YxFC0+YAPN7APP55+az9aqy3fnFWUoGJnZpJjgguur+Jre7oaRaxVx2BQFkyjXegbiilbk09mzY+wD6dmeINdYGpDzGDfzed2x+h8VQh1dtKAitrLf//2bv78KjqO2/873k4M5NMEhJCxsAgMjwEK5HeUUtUgtWUmnIptmJL6V2hlzfeVlsal9XFO7sUKsv++OlPli53XCkly13U3cgC3Rq7GK9e0QJeNa4YpeHWRCA8BcLkaZKZM09nzpzfH8mEPMzk4XuShnber+viUsKcz3zO0/d8zvd8zzdl2Ikd2PrCDjh3bh72ydCQ2XfGPPVh7Bjs3W85JSgWeHUnQXaJj9nhZpzq01Nk1v23UQ5bSvgS99An13nf3oy1e3dhw1OVsKgywrNKUPbXRUh0VdJ7/R/b+REbxtL/Z3Y4v7oGj6QO/XTiGZhGnilopNmbRjsDYt9xN6Ye+HrsXzdwFrZr08wOOt/H1C7QX5Lhi/9F63DgQKLRsPWoGNPngfo4v1sn3vy6AOBYvg0Hlg/6vlWVmBmv8Z3IPE0yGj6SUbx1D0pGGB6SSOLhAYMaT6MbnvS12LahBK7er8q8qxR75jWiyeiC9GGcELklKKsYZS/Oqhex59sS7P2qDvvNq/HC/t7LyDC/HEdKmYnCZ1/GyoLeJjq7EKXl5Wg8Z4FLGtyse1Dzyi40LnoGLz7W29OfW4LNLztx+J/rcMmIoYWpKRMFP9iMPT8YxaoAEPndAgOWTnTcLSvDvnss1/IbUuQ6kFfghB1A1uzbkDee05AqbtR95sBTL78+9nnURZZtrsKmsloU7yxHaf/7N28ddv/VRuyS/g9KFycoURP2EMefzSLR9h7RhLdBw/SiqjI64cSwr4QmmIoUAJDrgjTo1ygmmmt7yHE3wrsI9Xvj5PFhYdyZSYa2pf20Vif4hwQvfCe4qQGgbzhe3KGTPW1+f477y7Dv/tF8QyaK/noPCo0Dn7o67nkG5b2zCY36actYJTgG6/e+mmCBfj2+uUDV369H7C0SRy6w4/ur+vWuA8PenGH490569Lxo3RmneI17rLRWxxkv37fEwHHzdhdKnt456mk9hduFsZ4fOSXYdiBxVvFmlBuu9z7+u3qjWXZsU30KOVOPOgBS3wxuzWj6DACa0Iz8vt/hM7Z2wY3qv9sF/BWHAf2lmMTZfsboZC2q5y9F+Z/8wHOg+OkEb2GNN3sh1jwd5+c5eWMbGpCISYrTeI+O/eYSrBwSz4G8ucDQPp1MFG96fWgDl56Plc/1FCej/J3Df3qSfcDN0YjDIFrHsYSw5WPNc4JjuPUsm9TGY6rPcZiKdPBxN0bu5ibgHaD+8fzJm5Z5Il/eFCHZR/V0ZfINNwQmwXthmNhpLodKvvHfeqb61D1NqChvHSpeqkLmXYVwv/EKqm7fgts+eQWVKEQhKvHKoXyUPTKGJ8p93Lj0RSOaPnKjZIy/VJOuTzqKfwvsuQ6M0MUwcAm7A45BC8SbMaO/WA+Ru7kJJd9dJzDzz/jk+eelp1cEAJo9JSgZcZRfL4sdjtwxbarYgmPexmNhn1WIkkLnoAar5zuP712PBHNxDDtWe7TH3V805wps225BRfl6PDF42M//eDFxr/+w4h8LI21vsRlrxuPcHuk4GmFWlzHOCDNex93g9Ri2F284RglZuVmDnlCMsE3iPNHQY9htkuuCa6TvWrQOPc1dMzwJ31VJ8L3TpD9ZS5//6D7sgx1Ao872cuRjdvjjaIzTJBslZOV6BjyRGPjx0b33kJU39Fo0Me3C2K/h8Y6FkWZgGm69R1x2IqYwVeqw+8cvoemBLdj83TzIR3dg68bvozKzEE/99BkUSbXYvW0Tngtswc5H84a/MR7SLlyrKegvg0HTNG2yk6AkFJQhww77OM9H/ScXdKP+lBuOhfkDp2QlIhoHiiwjbNH3ZIiSlKJAMUr8nQA0BIt/IiIiIqIkMY4Pb4mIiIiI6HrG4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiRhnuwEiCi5aZoGv9+PYDA42akQjRuz2QyLxQKr1Qqjkf1sRHT9YPFPRJNG0zQoioI33ngDdXV1MBgMMBgMwrFUVYXBYIDJZNKVk6qqMBqNuvKJxdI0rS+WKFVVoaoqJEnSHQeAru0D9KxXNBrVvV6apiEcDsNkMunKKRqNIhqNwmQy6c4nGo327Xc9sSwWCx599FHccsstLP6J6LrC4p+IJpWqqjh79izuuecezJgxA2azWLOkKAr+8z//E9nZ2SgqKhLOx+/34/Dhw5g/fz7uuOMOXUXpp59+ikgkgvvuuw9Wq1U4zscff4yDBw9i06ZNSE1NFYqhqio+/PBDnDlzBo8++qhwLrEnNW+88QYeeOABOBwO4SK5u7sbP/zhD/HTn/4UOTk5wjm1t7fj3Xffxe233w6XyyUUQ9M0hEIhHDhwAAsXLsStt94KSZKEczp8+DCuXr2Km2++WTgGEdFEYPFPRJNK0zQYDAZMmzYNTqcTFotFKE4oFEJaWhoyMzNx4403CufT3d2NlJQUTJ06FU6nE2azWbi4vXLlCsLhMG666Sbhoh0ALl68CEmSMGvWLGRkZAjFUBQFZ8+eRXt7O+bMmSOcSzQahSzLyMrKwsyZM+F0OoV7ttva2qBpGqZNm6Zrn0mSBLvdjhtuuEE4TuymJj09HVOnTsWMGTNgs9mEc0pNTUUkEoGmacIxiIgmAp9FEhERERElCRb/RERERERJgsU/EREREVGSYPFPRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkmDxT0RERESUJMyTnQARkaZpiEajUFUVqqoKxVBVVXeMeHEMBgMMBoNwrNifSCSiO6dIJCIcJxKJjEsusTz6xzIaxfqRVFUdsO9Fjce+7798/z+iotGo8LJERBOJxT8RTTpVVeF2u2G1WiFJklCMcDiMrq4uSJKEy5cvC+fi8/ng9XrR0dGBK1euwGQyCRf/7e3tCIfDuHjxIlJSUoRzcrvd8Pv9aG5uRldXl1CMSCSC1tZWdHV14eLFi8K5aJoGv9+P7u5uXL58GaqqChf/nZ2dUBQFV69ehclkEs6ptbUV3d3daG1tRXp6ulAMTdMQCATg8/n69r3VahXOyefzQdM04eWJiCYKi38imnR+vx+vv/46pk6dCrNZrFlSFAWnT59GamoqGhoadOVy+vRpnD9/HnV1dbqK/46ODgSDQXz00UewWCzCOV28eBFNTU34+c9/jtTUVKEYkUgEFy9eRCAQQHt7u3AumqZBURScO3cOly5dgt1uFy7+fT4f2tra8Oqrr+KGG24Qzqm7uxvnz5/HxYsXMWXKFKEYmqYhFArh/PnzOHfuHD744ANd++zcuXO49957hZcnIpooLP6JaNJZrVY88cQTmDlzpq7i/9ChQ8jJycHXvvY14Vz8fj9effVVfOlLX8Ldd9+tq/ivra1FR0cHiouLdfUi19XVoaqqCps2bYLdbheKEYlE8P777+Ozzz7Dk08+KZxLNBqF3+9HRUUFvvOd7yA3N1eo+Nc0DV1dXfjkk0+wZcsWTJ8+XTinlpYW/Pu//zsKCgowb948oRix4n/fvn0oKCjAbbfdpqv4f/3114VvioiIJhKLfyKadBaLBWlpacjMzBQuuMLhMOx2O9LT0zF16lThXMxmM1JTU5GRkYGsrCzhYUgAkJWVBVVVkZmZqWvYT1paGqxWK7KyspCRkSEUQ1EUpKenIyMjA9OmTRPOJRqNQpZlZGVlISsrC9OmTRMuco1GY9++15NTKBRCWloasrKyhPd9bDhTeno60tPTkZWVpeuGLSUlRfimkYhoIrH4J6JJF3up1mg0CheSsRixOKKMRuOAXPS88Ds4lqjxWLfxyiVeLL056d1n47F9NE0bsD7jkRMR0fWIzySJiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJmCc7ASIiTdMQjUb7/ojov7xojFicwfkYDIbrJidVVXXnIhoD6NlXqqoOiKVpmnBOmqb1xRQ1Htt5cAy9+0x0mxARTTQW/0Q06WRZxnvvvYdTp07BbBZrliKRCOrr63Hx4kVdhaTf70dDQwP8fj+6urpgMpmEY50+fRrd3d0IhUKwWCy64pw/fx6HDx9GamqqUIxIJIJTp07hypUrOHDggHAumqYhGAzi5MmTSElJQVZWFoxGsYfIXq8XHR0deOutt+BwOIRz6ujowMmTJ+H3+/H5558LxdA0DeFwGA0NDQgGg3C73ZAkSTinL774AnfccYfw8kREE4XFPxFNOk3T0NLSgkgkoqv47+7uhsViQVdXl3Aufr8foVAInZ2duHLlCoxGo3DPf2dnJ3w+H65cuaKr+G9tbUUgEMClS5eEi39VVdHa2oru7m5cunRJOJdYkRxbL7/fL7x9fD4fFEXBpUuXEA6HhXPyeDzo7u5Ga2urcI+7pmkIhULw+/3o6OhAamqqruLf5/Ox95+Irkss/olo0qWlpWHFihVwuVzCRXI4HMYbb7yB+fPn4+GHHxbOJdbb73K5UFRUBLPZLFzcfvDBB2htbcWyZcuQkpIinNMHH3yAaDSK0tJSZGRkCMWIRCKoqalBQ0MDfvKTnwjnomkafD4ffvnLX2LVqlWYMWOGcM9/R0cH3n77bTz55JOYPXu2cE7Nzc3413/9VyxevBh5eXlCMaLRKAKBACoqKlBQUICvfOUrsNlswjnt3btX11MjIqKJwuKfiCadwWCA0Wjs+yMitqzBYNBVdMVi9M9HtPjvH0N0vQbnJLpu0Wi0Lw892ycajcJkMg2IpWefGQyGcdlnerfz4H2ud5+JHjNERBONs/0QERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkmDxT0RERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSYPFPRDQMg8Ew2SkQERGNG/NkJ0BEBPQU2QaDAUajWJ9ErEgfr2I9lkssLxFGo7Evhuh6xXLp/1+KT892jkajffs6Fmc89hkR0fWGxT8RTTpVVREMBiHLMhRFEYoRDocRDAbR0dGBy5cvC+fi9Xrh9Xrh9/vh9XphNpuFCzmfzwe/3w9ZlqGqqnBOgUAAgUAAV65cgdfrFYoRiUTQ3t4Oj8eja/tomgZZluHxeOB2u3UV3B6PB+FwGG1tbbDZbMI5ud3uvm3t8/mEYkSjUQSDQQSDQQQCAfh8PuFjEeg5HomIrkcs/olo0smyjN/85jfIzs6G2SzWLEUiEXz88cdIT0/HpUuXhHMJBoP46KOPcP78eTQ2NsJkMgnHunTpEnw+Hy5evAhJkoTjXLhwAQ0NDfjFL34hXCSrqopz586hq6sL0WhUOBdN0xAOh1FXVwefz4eMjAzhmyO/34/W1la89tprmDp1qnBO3d3dOHXqFNra2uBwOIRixNbr5MmTaGlpQX19vfCxCAD19YtuNkgAACAASURBVPUoLCwUXp6IaKKw+CeiSZeamoqvfe1rmDVrlnCRHOtpzcnJwbJly4Rz8fl8kGUZN954I2677TZdBeCnn36Kjo4O3H333bBarbriuN1uLFu2DKmpqUIxVFXFxx9/DLfbje985zvCuWiaBr/fD0VRsHz5cjgcDuGe/66uLrz99ttYsWIFZsyYIZyT2+2G2WzGkiVLMG/ePKEYmqb19fjPnj0bt956KywWi3BOfr9f17AhIqKJwuKfiCadzWbDnDlzMH/+fOEiORQK4f3334fT6cTChQuFc/F4PHA4HHA6nZg/f76uYT8dHR2w2WyYN28eUlJShHNqb29HRkYG5s6di/T0dKEYkUgEV69ehdFo1LV9otEoZFnG9OnTkZeXB6fTKVzktre3IzU1FXPnzsWcOXOEc8rMzERdXR3mzZsnvG6apsHn8+GGG27AzJkzMW/ePF1DkaZOncpx/0R0XWK3BBERERFRkmDxT0RERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSYPFPRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0REREREScI82QkQEamqinA4jEAgAFVVhWKEQiGEw2EEg0H4/X7hXILBIMLhMEKhEAKBAMxmMwwGg1CsQCCAUCiEYDAonA8AhMNhqKqKYDAIs1ms2Y5EIn3rpWf7RKNR+P1+BINBBAIB+P1+GI1j70fSNA2BQKAvLz05BQKBvuNHNE40GkUwGEQwGOzbZ5qmCeekKIqu5YmIJgqLfyKadH6/H8eOHcMXX3wBSZKEYiiKgs8++wwtLS2wWq26cjl9+jS8Xi8URYHJZBKO1dDQgO7ubpjNZlgsFuE4jY2NaGlpwbFjx2Cz2YRiqKqKhoYGtLe34+233xbOJRqNIhQKoaGhAe+99x6mTp0qXPz7fD50d3fj97//PXJycoRz6ujowOeffw6bzYYLFy4IxdA0DaFQCKdPn0YgEIAsy8LHIgBcuHABd955p/DyREQThcU/EU06o9EIWZbh9/t1Ff+xP3p6kX0+HyKRCMxmM8xmM0wmk3DPv9VqRTQaRSAQQDQaFc4pGAzCaDTCaDQKbx+DwdC3Hnq2T6xINhqNCAQCCAQCwttHlmUAQFdXF+x2u3BOsiwjEonoeqqhaRqCwSAMBoPup1BAz5MWIqLrEYt/Ipp0KSkpuP/++zF37lzhHvJQKITOzk5Mnz4dDz30kHAu3d3daG5uRkFBAYqLi3X1/h49ehRnzpzBvffeK9xjDwDZ2dlwu91YuXIl0tPThWJEIhG89957aGxsxMMPPyycSzQahSzLcLvdWL58OaZPny7U8w/09Njv27cPDz74IG666SbhnC5fvoxAIIDi4mLccsstQjE0TYPf78eFCxcwf/583H777bqeILW0tAhvFyKiicTin4gmncFggM1mQ0pKinDxbzQaYbFYYLVakZKSIpxLOByGJEl9cfQU/zabDRaLpW/dRFksFphMJl1xIpEIrFYrLBaLrlw0TUM0Gh2wXqJFrs1mg9Fo1L3PbDYbJEnStX36r1ds3fTcsIm+m0FENNHYOhHRpIsNGzEYDMKFZGw5PTFiy8f7Mx6xxiMn0XUbjxhAT8+/0WgcEEvPPhuPnGJx9OSiadq47XcAupYlIppIfCZJRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkmDxT0RERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSMGiapk12EkSUnDRNQyAQwE9/+lN0dXXB4XDAbDYLxVIUBZ9++inS09OxYMEC4ZxkWUZdXR1mzJiBWbNmCecDAJebm9HR1oaZTicsFotwnHMXLqDx9Gncf//9SE1NFYqhqirOnj0Lr9eL2267TTgXTdOgKAo+++wzzJ49GxkZGTAYDEKxfD4fDh06hJKSEuTm5grn1NXVhYaGBsydOxfZ2dlCMTRNQzAYxB//+EekpaUhNzdX1z777LPP8KMf/Qhf//rXYbPZhOMQEY038asaEdE4MRqNKCkpwYwZM3QV/4qiICcnB/fee69wLn6/H16vFwsWLMCdd94Jk8kkXNz+V20tOhsa8NWCAlglSTinT9PTIfv9ePDBB5GSkiIUQ1VVnDhxAqdPn8YDDzwgnIumafD7/fB4PFi2bBmmTZsGo1HsIbLX68WRI0fwzW9+E9OmTRPOqa2tDZqm4c4778TcuXOFYmiahlAohPb2dsyZMwf5+fm6bvwCgYDwcUNENJFY/BPRpEtJScG8efMwd+5c4d7WcDiMjz76CNOnT8eXv/xl4Vy6u7sxffp0zJ07F4sWLYKko2jv7uiAW5Zx67x5SLFaheN4AwFknT6NhQsXIj09XShGJBJBR0cHQqGQru2jaRp8Ph9qa2txyy23YPr06cLFf0dHB9LS0jB//nzMmjVLOKfLly/j1KlTuPnmm3HLLbcIxYjd1MycOROzZ8/GzTffDKuOffbhhx8KbxcioonE4p+IJp3JZIIkSbBarcIFl8FggNlshsVi0TXMIhgM9sWxWq2QJEm4B9dqtcIiSbBKEmw6hpBIZjNMJhOsOtZNURRIkqR7+0SjUUQiEVgslr5YokWu1WqFyWSC2WzWlZPVaoXZbIbVahWOo2la33rFtpOe4t9kMgkvS0Q0kdgtQURERESUJFj8ExERERElCRb/RERERERJgsU/EREREVGSYPFPRERERJQkWPwTERERESUJFv9EREREREmCxT8RERERUZJg8U9ERERElCRY/BMRERERJQkW/0RERERESYLFPxERERFRkjBPdgJERJqmIRqNQlVVRCIRoRiRSER3DABQVXVAHIPBAIPBIJZTNArVaEREkhCRJPGczGZEo1FEdG4fVVV1b59oNDokltE49n4kTdMQiUT69r2enGL7PhKJCMeJ7XNVVQFAeJ8TEV3vWPwT0aRTFAUXLlyAwWCAJFgkh8NhtLW1wWg04vTp08K5eL1edHR04MqVKzh79izMZvFm8vKVK2iPRHA2EoFNR3HbHInA6/Xi7JkzSEtLE4oRURRcbm5GW1ubru2jaRr8fj86Ojpw7tw5BAIB4ULZ4/EgFArh3Llzuor/q1evoq2tDRcvXoTVahWKoWkaAoEAPB5P3zEgGgsAAoGA8LJERBPJoGmaNtlJEFFyihVcf/u3f4uLFy9i6tSpwsW/oihoaGiA3W6Hy+USzkmWZTQ0NCAnJwfTp0+HyWQSLm7b3G7Ira2YPnUqLDp6/i+0tOCLCxdw15e/jFSbTShGJBrFpZYWBAB86dZbhXOJ9bA3NTVhxowZsNvtwj3/fr8fv/vd73DXXXfB4XAI59Td3Y3z589j5syZyMrKEoqhaRqCwSDOnj2LKVOmwOFwCB+LAHDmzBn85Cc/wde//nXYBPcZEdFEYM8/EU06u92Ov/mbv8Hs2bN19fzv378fubm5ePDBB4Vz8fl82L17NxYtWoTi4mJdPf/Hfv97tH36KZbfdRdsFotwnA/++Ef86q23sPWJJ2BPSRGKEVFVHP/kE3ze1YUnN2wQzkXTNMiyjL1792LVqlXIzc0VKv6Bnp7/kydPYsuWLZgxY4ZwTlevXsWhQ4dw33334Utf+pJQjNiNaHl5OQoLC3HXXXfBomOfvfLKKzCZTMLLExFNFBb/RDTpLBYL0tLSkJWVJTzUIhQKwW63IyMjA9nZ2cK5mEwmpKamYsqUKcjKyoIkScI9/1MzM6GkpyMrPV24xx4A0lJTYZUkZKanI8NuF4qhRCJIS0lBuqrq2j7RaBRWqxWZmZnIzMxEdna2cPEPAFarFXa7XVdOwWAQdrsdWVlZwnE0TYPP58OUKVOQkZGBrKwsXT32KSkpfG+AiK5LnO2HiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkYZ7sBIiIVFWFoigIhULQNE0oRjgcRiQSQTgcRjAYFM6lf5xQKIRoNCocKxQOI6woCCkKjEbxvhYlEoEajSKkKAiGw2IxVBVKJIKwoujaPtFoFMFgEOFwuG9bi65bKBSCqqqIRCK6cgqFQohEIgiFQsJxNE3rW6fYvtdDVVXhY5mIaCKx+CeiSefz+fAf//EfcDgcMJvFmiVFUVBbW4spU6bA4/EI5+L3+1FXV4eOjg40NzfDZDLBYDAIxfqioQHdzc3o8HphkSThnBrPn8eZy5fxanU1bFarUAw1GkVjUxOuBgL4l3/5F+FcYkXyiRMnAACZmZlCxb+maZBlGe3t7Thw4ABycnKEc+rs7MSJEycgyzL+67/+SyiGpmkIhUL45JNP4PF4cObMGVgsFuGcTp48iVtuuUV4eSKiicLin4gmnclkQmpqKtLT0yEJFsnhcBg2mw2pqanIyMgQzsVoNA6Io6f4T0tPh5qbi7S5c4WLdgBIURTg//5fICcHhpQUoRgGVQU8HhhUVXh9+rNarUhLS0NGRoZw8W8wGGA2m3XvM0VRYLPZ+vIREY1GYbFYkJqa2ncsWnXsMz3LEhFNJBb/RDTp0tLS8MADD2D+/PnCRVMoFILX64XT6cTDDz8snIvH40FLSwtuv/12LFu2DJIkCRfLR48exdWrV/HAAw8gNTVVOKf33nsPnzc24oGHHkJ6erpQjEgkguPHj+PMmTP45je/KZxLNBqF3+9HKBTCt771LTidTuFhP+3t7di3bx++9a1vYc6cOcI5NTc3IxwOo6SkBAsXLhSKoWkafD4fWlpasHjxYhQVFcFmswnndPnyZZhMJuHliYgmCl/4JSIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSZgnOwEiomg0img0ikgkApPJJBQjEokgGo1CVVVEIhHhXFRVHRDHYDDAYDAI5xSLM545ieYyHtsntp9ifxRFEdpnmqb15RSLKSoWR892jm2b2B+9+ywajQovS0Q0kVj8E9GkUxQFra2tSE1NhSRJQjHC4TA8Hg+sViuam5uFc/H5fOju7kZbWxuuXLkCk8kkXPy73e6+ODabTTin9vZ2BAIBuN1u+Hw+oRiRSASdnZ3o7u5GS0uLcC6apiEQCKCzsxNXr14FABiNYg+RPR4PwuEwWltbhfc7AFy9ehUejwdXr15FZmamUIz+69XW1obLly/DarUK5+Tz+aBpmvDyREQThcU/EU26cDiM6upq5Obm6ir+//jHP+LChQsIh8PCufh8PjQ0NCAQCMDj8egq/s+dO4fu7m4EAgFdxf/nn3+OK1eu4J133kFKSopQDFVVcfbsWXg8HlRXVwvnomkaFEVBU1MTqqqqMGXKFOHi3+v1oru7G2+++SZmzJghnFNHRwc+++wzaJqGhoYGoRix4v/cuXMIh8O4cuWKruK/sbERX/nKV4SXJyKaKCz+iWjSWSwWLF68GLNmzYLFYhGKEQ6H0dHRgZycHNx3333CuXi9Xly+fBm33HIL7rzzTpjNZuHi/6OPPkJ7ezu++tWv6ir+09LS0NjYiLvvvhupqalCMVRVRWpqKi5cuIAlS5YI5xIrktva2rBo0SJMmzZNePt4vV4cPHgQ9957L5xOp3BOV69ehSzL+MpXvoJ58+YJxYhGowgGg2hubsaiRYtQUFCgq/hvbm4WvikiIppILP6JaNJJkgSXy4W5c+cKF/+hUAgOhwMzZsxAXl6ecC7d3d3Izs6G0+lEXl6e7uEoVqsV8+fPF+6xB4CWlhakp6fD5XIhLS1NKEYkEkFLSwv8fj/mzp0rnEs0GoXf78fUqVNx00034YYbbtA17Mdms2HOnDm46aabhHNKS0tDTk4OZs+eLbzvNU2D3+/HtGnTMHPmTOTl5ekq/rOzs4WXJSKaSCz+iWjSGY1GmEwmSJIkXPxrmgaTyQSz2SwcAwDMZnNfHEmSIEmScM+2JEl9cfTmZDQa+2KJMBgMMJlMfdtZVDQa7VuvWD6ixX9svUwmk67tI0nSuBw/4XB4wHrpycloNAofN0REE4nPJImIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShLmyU6AiEhRFAQCAfh8PoRCIaEY4XAYwWAQfr8f3d3dwrnIsoxQKARZluH1eiFJknAsr9cLWZbh8/kQiUSE4wQCAaiqikgkgnA4LBRDVVWoqgpFUYRjAICmaVAUBaFQCJFIBIqiwGAwCMWKRCKIRCIIBoO691kwGITX6xWOo2kaAoEAZFnu2/d6tlM4HIamacLLExFNFBb/RDTp/H4/Dhw4AIfDAbNZrFlSFAW1tbWYMmUK3G63rlw+/vhjuN1unDt3DiaTSbi4bWpqgtfrxdWrV2GxWIRz+uKLL3DhwgX8+te/hs1mE4qhqipOnz6NtrY2HDx4UDgXTdMQDofR0NCAt956C1OmTBHePrIso7OzE6+99hpycnKEc/J4PPj000/R1dWFP/zhD0IxNE1DKBTCyZMn0dHRgc8//1zXPvv0009x6623Ci9PRDRRWPwT0aSzWCyYN28eZs6cKdzTHg6HcenSJWRnZ2PRokXCufh8Ppw5cwYulwuLFi0SvhkBAKPRiM7OTtx6662wWq3CcTRNwxdffIFFixbBbrcLxYhEItA0DTabDQUFBbpyCQQCuHz5MvLz85GdnQ2jUWwEaVdXF1JTU3HzzTfD6XQK59TW1obW1lYsWLAAN910k1CM2Ho1NTVhzpw5yM/P11X8NzU1Cd8UERFNJBb/RDTprFYr7rjjDsydO1e4SA6FQmhsbMT06dOxdOlS4Vy6urpQV1eHW265BUuWLIEkScJFnKZpcLvduPvuu5GamiqcEwB89NFHuPvuu5GRkSG0vKIoiEQikCRJ1/aJRqOQZRmnTp3C4sWLMX36dJhMpjHH0TQNHR0dSEtLw5133onZs2cL53T58mWcP38eBQUFWLhwoVCMaDTa99QnPz8fS5YsEX7KAgAnTpxg8U9E1yUW/0Q06YxGI8xmMywWi3DPfzQahclkgtls1jVOX5IkmEwmSJKkK59YrPGIYzKZYDQa++LpiaN3+8SG/fRfN9Gef0mS+va9npzMZnNfDNE4sXcZJEnSHQuAruFiREQTicU/EV1XRAum2HIGg2Hciy69OemJEVu2/5/JigH0FMmD1+t62D56cxkcbyKOIyKi6wGn+iQiIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIqJxpGnaZKdARJSQebITIKLkZjAY+v4/Go1CVVWhOLHlNE0TjhFbPvbfaDSKaDQqHCsajfbFGY+c9MSJ5TIe20dV1QHrJVrsRqPRvv2vJ6fYPtKzfWLbpv82Eo2lKArC4fCAY5uI6Hph0NhFQUSTRNM0hEIhbN68GZ9++ilSU1NhNIo9kFRVFW1tbbBYLMjKyhLOSVEUtLa2wm63Iz09XTgfAJBlGYqiID09HSaTSThOV1cX2traMGvWLEiSJBQjGo2iu7sb4XAYDodDOJdY0d/Z2Yn09HRYLBbhIjccDuPMmTOYNWsW7Ha7cE6hUAidnZ2YMmUKUlJShGLECv729nakpKTAbrcL77NoNIovf/nL+MEPfoAbb7wRZjP72Yjo+sHin4gmlaZpaG9vh9frnexUrmuapv1F9iT/pa5XRkYGMjIyYDab/yLXj4j+fLH4J6JJFxuSQvSXwmg0sugnousSi38iIiIioiTB2X6IiIiIiJIEi38iIiIioiTB4p+IiIiIKEmw+CciIiIiShIs/omIiIiIkgSLfyIiIiKiJMHin4iIiIgoSbD4JyIiIiJKEiz+iYiIiIiSBIt/IiIiIqIkweKfiIiIiChJsPgnIiIiIkoSLP6JiIiIiJIEi38iIiIioiTB4p+IiIiIKEn82RT/8qkqVLxZD3mUn28+WoGKo81j/yJvPar2VaHeO+rMUP9mBapOjTazgUaX57XvcB/ZhFV/Vw230LdNHM+7O7B+Zw084xawCXUnmsYvnoiJPhbGHF/Hd6ERlaXrUfm5wFcFZcjBMXxekSHLisAXAQi6UX+iHu6xfN9o6dre+mKNtf0a4OJxVOw7DoHWbGSj2FdKSz3qTrkhuEcnR3sNdpTuQE37KD+v59iYyGNBVSB7ZSiqQF7XEWUs66DzPPWcq0PduUm9ckyMP9fjbDzb3evIeNc8f+p21jzSB9xHNmH9a81wZNuH/Jvc7obz0XJsW+7o+1njv63Hrj/EixRGZ4sHxZsOYN2iBF/mrcfhf67A22cUWCBDTi/Amr8uRbETkC/UorrWghUP5aMvE28zjv/uEGrebYTb7kThPStQcn8+HCags7Ea1SjEunucQ77G8+4ObPqkANs2FCMT6LlQPF+Hgi3PoDjajNojtbA8uAL56f3WCaUo/14eAKB+7ypsxWYceDwfgIzm2mrUSiuwYuHQbdSTZxNqDlei+kQz5JHylBtRue15HD4DOO56CptLi+AwXfuOwsGx22uw4/nDaEqwSeFaeW09x2DgOib+HtfD2/DMfZkIBzvhblMQ7vdvuo6FCzXY/gKw+cC6UeXuPrIJ648vRfk/lMAx8sf7/CmOBU9dJV45cBzNsgP5D6/BmvtcPcdwcGj8Iet1ohIVB4+jGU4UrXoKqwtiW2PwdzWisnQXjg9avuhH5Vh9MwCEIbe4MWAHjVL9a48NPBZG4P7d9uH3hepG3ZuVqOp33q64Px+ZJgDeOlS+cAxLX96GEtvAZerfqUHNh8fR2A4gOw9Fi4tR3HsexSgt9ahvdyB/oQPS4O8dxfYemKeM+jd3oeJIExQbIMt2FDz6LErvc8aPpbpR/041qo7Woll2IO++YjyyrAjO9ATtV5/4+y52bqGzAdVHgMLHinCtNZPR/H4V9r9Vg6Z2Cyw2IBwMI2tuMVY8ugJFzgRt0SAj7isAnXWV2D7qc8uN6r9bj2NFA68Leg09vz2o2bkJh4c0SL3tXVRBZ0snlOigOCerUX2kBrXNMhxzi1G8sgRFN9pHPDYGt2Vhjxue2euwZ2sJMuMeCx7UHXwFle83Q87Ox8pH16B4bs8+Gf5YGKSjBtt/3Hs+5Ix2aw3lPlmNmndrcfyMG4ADeXcVonhZCfIHxfS8uwObfp3wagLcda3tG7167F+3FejX3ie8NtxVivJlw++LgTm64HI1oanp2vJPytuxHZtx4PFRXDlaq7FppO3bWo1NP96P5pws2E2D/k3uhDt37YBzY7htGK9m6u/P9jgbrk0fa7vbz5A6BPq275i+609c84ytndVvxOIfADB7NTYPSai3kR/00bzvlaP8e/GC1KNi1dZhvsSDmn/airdzy7Dz2QLYTUDzbzdh4+ZXMXPPmqEFoNqIVzduwrHby/DizlJkRptR9fcbseGTp/ByWdGwqzNkpyW4UPR9XnbDLVI19cvz4zs3Y8vOfGR6G3H4H59PmGfjwe2oktaivMKJqo1bsftoPjbfN0z8qILOlkysGPNJ27M/ajIdyOpfZCVq3LOL8cyu4n4/6N3/QcHtcp2Y6GNBOVWBjS81YcWL5SjLqEPFxk3YruzEtvtHPr09R7djw7858OyL5cj3VOH5/7URr/5sD9bMj/fpPKzeVY7VfX/v2b/yqFIdWkiFPW547irDgacKhn66X+Mrt7sRtjmQ1Xt1KfpROYqHLDHwu46/uAEVWIttO0vh7D0fftxYij1PF8a/SMn1qHh2OxoXP4vS51bDaQMQbEbdv+3ChvV5KHtpHfJ7FxzPBtRzdAe2vuNE2Y4yFKQDaK7Cpo2b8Or0fViTHX+9Xgmsxotby+E0elC3byM2bGzCtvI47dcAg/ZdsBa71u6AJTPxUs1vbsKGIy6Ubt2Dsn7nvfv9Xdi0YRM6d+7Eit47hSEXJLkT7uzVKH9xxeg2xJ9ET3uyv+XasQSgr5gfKhPFGwYeaz03CErCs9NzdDs2/ELG6v93G8pvlOA5UYGNz2xA0z/swZoR6sSB17WeXCvzXAn2q4L6/RvxUtMKvLizDJknK7Bh83YoP0/QRn9eifX/3O/WT5XR2erA6l0vYMXgYnOw1mps+nEFGvt+UILNB9bhWqkko37vBmxvLMSzT5dhtVMCVAXNn+zHrr96AnnP7cS6Rdc2eOZ9z6A8wfWmfu8qbE3UoAwplHqKnaVlB/Dk0Cbk2vaMV3y3DnPzEcsxP7bcMyjJ6a0tegur+r0DPx+/A9OFlVueSdBWDYwX+/zqnw3dfz3HXJz84m7D+DVTf9ftcXayAqu2VV/7+/x1A27Ej7+4ARWpT+GFnaVwjKZN7zPGOgR6ti9rnv5GV/yfq8TW0qohP5bbAeeg+rV+7ypsPZoJR6ZlaJxcB4ri/LjHJTSdBAofKui7u3YuXgrXr46hqQMY0n6crUVNexGefLSg5+7S5MSK//kIqp85hnpv0ci9xf3XSZXRCSeW9v1jEyp/th5VpiKU7uq9JB/dhfUne5IPewDg2t/jbYc+nx/D2+1FKP1u711wZh5W/s9HUPPM26ht79+TBwCNqD0qY+n6EjjSgW8sc2DDB/WQ7xtrT8voFa8vT9z7rlNYdsO9aPQ9xkPVaKaarQAAIABJREFUYFdpHeIeMkI9UAlM2LEgo/bNalhWxgqxAqxdW4jv761G4/1rMHz2zTj2mzosWLWnp/BMX4G19x/Gpp89htrei9iwx92YDC6kFNT+0/exOz1+s32t8Y318m4e0NPiHu7a7a3HsbosrNhRAueA86EGdf+jEPFWp/HXO1Bzcyn2PFZw7UJic6Lgsc0o7X4CO369FPseHf9z5NKZeuD2lT3bHwCchVg6+1Uca3IDg4v/3vV6ZMcKOCUAyETBo+tQ9M5u1J5dg5IxfK9cV4taSLDvW4/1+wAEO4GBZS7qa5uR91AZigZd5B1LVuOR/1yPYyfdWOHs2SeDO2SaD63HhsYs2IHRD0NKcA0A+j2hGAeub2+O22unf5ijjPr365C1cidW3NjzTCjz9rVYt6Qau2sbsWYMO0g+WYVDXzix8kcJjjlvLaqOWHqOBROAgrVYt/j72F3diJJ4x+nNq1G+69ptOy4exvpnGnpugkYY/lb/m0tYfeBAX7HvPrIJ6/fWX2tzvziMHe/mo3TPOhTETh6TBOft67B5vYwn/ukwllaM1BaNwuBCKViLXWt3w542wnJXLqEJTXA0KSjJ6f+sbmC7OyS/djea0Qy3B4DNAzcApd0DxK78R3dh/ckFWLnlmZ5tE7cDE0Dr0JTcRyrR9Fg5tg24LsbyGfRhuRPIXTrgR8ONlgAccNkSFkEDQ183x5kb1R/ORPmBA33br37vKuw6UtBzrva16UU9T2FH0aYPNpY6RO/2va5rnj9ROwuMovh3LN+GA8vHGPWeUpSPeeUXIP8eCbsOHkaxayVcqW4cf+MQGm9cgad0PO5MqH9j0Nv7cM3Au/x6YMA69Tweiv19hLtNiwWWwZfYcBiAHfbBx6jXjUvePNw2s+evzvkFwH82oVl/0zx5+hXKgw17MC9ahwMH1vX8/ygezVpsWXB4q8ROnAk7FprQUA8UPHDtFk+atwB53mNoasfwe9XbhPqLDuTPu5azK68AOJqF0l1rkDeKXiRhagPqP5RQ8LRrIqKPkRtNn8lwFbni9CDZ4cpzQT7eBDfyxv1R6YJFRZD+qRKH7yvDyrl2uN+vxKEvnFjxowl8KNtei4r9x2FfvhkvP5bfM3TpZAVWbev/IQfyC52oeLMSx+8oHXADMHKObtR/7Iaz0DXq4n/ANaA3l4G9y/1ZIE1zwHNkK9YfiffvvT2uQ56c/Hlwn6jAjn+swczHrz1ZGeJCA+pRgBU3xn4gwZWXB/kPTfCMoi13138M942FcKVjxOI///F1A/7uuGMp8o43w418OAC4TzdAnr0Urjh1kn3eAri8x9DUCuT1HkMjFVaOu0ZXuKKxHrVSAUpvHO5DHhz/bQ3s2XYcf6MKj9y+sqeIBZCopx0AoLpR/a9vIywBNb+vR8ncGtRJEqQDh1C/uHd79Gujx3bjWI+qfcDSl/udPzkl2HZgLLfvSHyzMUrX13HmQMnjA9c/f3EJGj/sGUI2KXRu3wklWPOMrZ3Vb5jiP8GYynj6jSu32B1w/GE31pcCCHbC7QEyc7P6em8Tr7yEwqdeRtk7Vaj8f9ajWbbDeftqvLC1GE7EOYHnFKI4exMqXluKBY8V9Az7+eUhdBY8hfx04NIo0h6Twb2994xyuTnFWHHjBlSUL0DWD4rgDDei8hdV6FxSioJ0DBxPFpSHXoy9b+Ol0loo49bLOwaxdb6rFOXLmuKMexz+Ljv/8QM48PjYv3bIMAVVRifCaB7c89LvuBvucfW4G8uxkOjtnQTDivoEZcjIhL3f40nJbge84QTDGuI80sx1oOhUJdbvPQ4gjMH9x4m436lEta0Ymxf164nrXecB56/qxqVzQJNrDBeB9HwsLehExeHjKFpfBIe/CYd/eajvfBh6EXLA9SU79jc2QV7uGHQDIKOpsQn2L60dw0VghB7FfqTFpXj5b6tRdXAr1jfLsDsLsXr7OhQ7MbTHsHe9XvllFQp/uqJn2M9rFTieXYxtcwCcHiEtVYH7k0rs+Ke3gQc2Y2d+PTaU7u75tyE9/4DzoW3YmV2F/f/4BPYPGvO/duc6FCUoGJSTVaj8Ig+r/6rfB2K9TUOepsW5BgQ7AWDoE7m+ZYcOxxk3sTxdK7FtQz5q4wwTcrik+E8KYUf+kgJ0/uIVVC3eghU3SvCc2I+K9zNR/A95QOK3pgDVjcajNTj0ZhXq2mdixbMvY03BMD1waoLTXh3FKzfBelQdbETet0v7PRUe7THrRvXPK4Ci8r7zwTFvAeyvNaBJLoFjUD0vn25AU/oCrB1cYOsurNyofqMalvs247Z+7VdN+XrU2WI3fzIaX9uOV04vxbM/Xwn3/7cBG8tklP3tmhGKHQ+Ov7QB+7EWO3fZUVG6HRvetWPFz/ag4PcbsH2jBd/IA0Ye5N5fbPu6sHJVJqrnL0V57zYZ8R2IPtduagd0RKkyOlvDsPS/biZ6av1nc5zVo2JbNUo29d5oDW7TvY09bfo9idr0Mepfh3wvb8SOPl2jAial5hFpZ/UbpviP04iPogd2wCPm3ruX0l2jvHsxZSJ/+RrkL18DRZYRjgKey3WouxQeOtuIKQ9rXtoJ11v7sX1DBWQ4kL+8DDvvz0cmhi/+4x48uS5IRsQtyobfoXY4C0tQOCtBa2NyYuXWF5D5WgW2/1UFwjYn8u9/Fi9/u2Bo+5SeCQc8feuqyDKQ+wi27CpCfaJeXqOErFwPqv5+PaowdAw2MHKRk1D/JzitTRi2N2YAsRvHmCHvjXjrUXWwCa5vx3thKP7LknHFOXEm9liYiZk3A8ea3cCi3kvplUtoklxYnYO4j5z7DDoWgN7jIT0rQXHTI94jzdXfW42R37np1VKNXa81oeCHzyK//7jIOE/zlBM1qIEEvFuF49/OR9GonkhmomjjTtjfrMTuDZW9L4eV4eX7E7+Ulvfgkygs24Wt+55F6fcKBoz53/V5IUq3j+XoHu0x3JvtwhKsWViCNUrvjEfdzag7cQlhefBteiaKNr6MzHcqUfHMerhhh3PJWux8sQhO0/C9j0pdBX5cfhz2vBKs3fE6CnIAIP/aI/ohPf8AYIdzyWqULVk9+B8Sk+ux/5VqSA8NWv+ExV6ca8DF46j4HfCNxwYPWcTQMcXDuPYi+hgMyLNniyYaJhRP5j1leDm7GpX/sgHr2wG7swhrd+xE0Y0Y/lyEjEvnLCj80U48O8cBafDQj/QCrH7OCUff8LCZyMMxNLei74Vad3MTpHmre3rjh/me+td2odqyYtA7QcMfs+4jm7B+X8+o/7zHBr3sOH8Fnly8Ebuer8CzT69FQf8x/+X1KHz6xXF/ruw+sgv7zxXgqb/JH/DS/bW2yY2a7Ruwu96F1VvXoCDdDjy3DdizA9t/lYc9/3246JkoenoPCiU7JBNQttuFxu5M5DntwPw9+D+yArk1H/mYOYaMr21f95FNgKuw71wY2qk08gvtA5aJ1UyjanOu7+Osfu8qbH2n5/9LBrwPEadNv38b9twT72mtgEHXngnt6JuUmmeM7ew4GXHYz4A73zg9sNd6AuMXYY5cYHfp+oE/HFKEKajbtwEVdb1/lTvhhgvFRS5ItplYkOdCZrxpouxOFH23DEXfHcWa9jPswdMuISs3q6f46y/hjc8oZvuxu1D8w1IoF9bjWFEZyhJdrGz5uG1xJyreqkPJ4w7UvHUcmYu3wYne4SbxDBhrGX8M9pioCmRlyDwpw1KGTBXYczDPTPjme4/ET4EGnUix3pOPqvvdgcduaga/6Do2E3ssZKJwWQH2/1sV6u9Zh3ybG9UHa2BfvmXkm2HbAtxW0In91fUoeTwfdtWNmiO1kJCFXaW1Pd82mqdBqgIF0tALSTzN1dhath+eZWUou2eESl6ux/59tXD9YBtWfLYJu/6xGnlbSgbMvJOQyYGCh0tRsFyGDPu1pxuqAlnNwyPPOeHsf5OXWYjS8p2of6cGh16o6DfbzxrsLM8f+TsVGe5mNzCa3GKLnKjAhl/1NkiqjM5WwHVfEVw2O2bmLYArM86AGVMm8pc/ifwxDpOUFq3Fy3vWQTL1zMpSefhj1J1qhgzA7sxH4eJi7Nzj6r0IxGln4zxhBTCwnfXWoeJ/vYQa5zrsHFPP0aDv6/2u2rrKa98Vu5gNHlM8HlRlbNPMAkAw8ZSFmQtL8OTCMQ7hMLlQ/JgLnnd3YMP/jnN1V2V0tjqxNjZDVXYhvlGwH/t/U4+ix/Nhb6lG5bt2fONnw5z1qoy6/c/hpaMzse7FNcgbw7Haf7hAz1TQ/V94z0Th03uw82Q1ag5uR0W/2X7W/HzdkNl+Ruy1HmH2uOYjW7HxNQ+KnysbpjPAgcK125Cf67p27tpdKNlQ3vNujLcehcsLe27y47HZIQ/qkS+6vQCHf9szTAL/NrrZfhRZBkYzteWgl5nldiDc0m9YW982SVAA5qKvc65PvO14nR9n/Tu+6veuwqoP+41tj7XpD48+3rDi1iH6OhXH9l3DG/+aZwzt7JgyTWzE4n/EN6v73nzuKcK+ca4OTXChYPZYUpRQ8Fg5yh/rjdw7rdvKx671RrlHGrgXlCErgNzehOZ2OzpH8a3uE69i96+O4VKw57E5gmEg24Wix56asDGpSlCG7JWB7mY0tkiD8rSj6KkyNG3ajse+D9gL1mHb9/IwHq+7JdLzKBYAwggHLbDY7HB+sxTx5wGJ99KTHc6vrsEjqUM/nXjmp5Hemh/70IHBU3CO1UQdC5n3lGLLle3YXvoE7FAgLXqqd5+OuCSKSrfg0ksvYcMTFlgQRubt67DtueLe8bvxx/xf258xdhQ//QJWzh3mq1Q36n/7Kna99jFmProNLzw0Qo+N3ITDL2xHTc5a7PyaC44lZSjeuB0btnei7IerRz1cYMgUoqf247HecY5DYpgcyF++GvnLR1FcxoaHqOgt+B3IKyhAceLZBoaQbl+H8tt7/xK72fv2un4zkoxwTvZ7UtDYEgb8w3zWJEEC4H5nEzb82oF1zz2FbY9nQjL1TF166J+fx/PnynrfAYhzszvcE1ZVRvMHldj1zzWQi0rx8hOFPRMPjNpYb657LmIQ6dkH0HTwWlEVDgIWG+BY/CRWJzgH+38+xu4sxpqVI/Q5qgpkfxiAB82NboSNI7/9kPBaOOQ9od5z94XtWP+EHVAlFPxwW4JZugD54nFU/u9XUCMvRenOJ1Goo71xLF+Nkn2VqGstGdAx4VhUgtWLSkbcj8K91q31qPrVLrx6cibWbH0BK+YOv/3tzp42JlG7W/xo6bDTQl7Ls3dWMwWITRCBeEMx+79IGQwDNguQXYgn//soWqshs75cM3CGqZ7r1tLhphsehT+H4yz/m+uQ9+Na1D+eP/Bl83gzrRkTdKL1M7o6ZHy27/VZ8+jrxBSha57/eOOfLv1uDHPsCht6B2h35iPPIQG2mViQN3JxpXy4Cxt+YUHpjj0o7J9qcxU2bXgeVTvjvWgT/43/xD2wg/N0wN5YjUrPMHna87Fm5+tYM+Ia6JWPdQcOYF2Cfx08XdpILz2547zcl3jO29H1WvfNcd+Na722dieKvr0Oq28f2GjrmY51Yo8FO/K+uw37xvh0qmfRPKzesmeUDcLw+3NYiht1nznw1MuxISfDfhiNB7fjkGU1tm3o7em352PdrhexYO8hNAVHOfpfbUL9SQBSE5qRDyeA5nM9z7eamoF8JyDS0zPsBAWt1YN+0NMgX/ruML9vYpSGHOvZeSiYZQeQBdeiPGSNGMGNut83wvVQKYr7dZxIuflY/e1iHN5Wi4bH8sf+8pdJRsNHMoq37kHJCAVZQqqMpqOv4tWD9XD3P94HzSveQ/T3SThQ8g8HEs6KNLR9Gf7zQ/b1kCFJDuQVOGEHkDX7NuSN4nI17LUwNlQwxp6H1Vv3jerclRs/hnzfNuy53zV0HvmxOlmLariwOUdsvLooxV2H+pynUL6vYHRP/3Ct3X3253uuzagF9La7myDFbXd7DNgXuQ4USQBQjNJd64C9q9B/gONY2gSH0wX0e2E69pmE8/xj6Hsmeqcb/nM4ztwfHUPj/KWjW79hbp7GXIdAz/a9zmueMbWz+umY538yjdwzXF83zD8Kizf+a7hZVyY2z/iNuwMYMtPG5MywoWvaK08Ndr9wGPanX0f5kmv398r7O/D9F3bDsWcziify/nJEYz0WrmO2fKx5brT7SELeD/bg9cE/NjlR9MNSAIA74Ri1XqqMun3bUZVZiMLWSrzy29uw5b99jFfeAAoXA5W/OIz851bCZZ/Al0cBoLUOx74owepxmPYtcY9PjxGfXMKBgq/mYf+vK1HzpbV9NwBKSz0OHaxB5vIyLBDKzIHip0uFluzzxWFseqUBj7xYjpWzr/246dAGPPf8YczcPw5TRU60kYYkjfQkJ2YCroWOr5VCbA/19HoPLF/7zfM/prHRYxiyEuc9MmnhGpQtHFv2usX2hSJDrnsVh38r0g88yKJClGyrxdApDMb2rpBu19NxNuR3SWDQPP8Uo6vm+RO3syMW/yO+WT1oHNKA2X7ifXwUc5VabFlwTEs0a8P4kBaXYqepEhUvPIGK9kFDPcq2DO1xGPRi7UCjn7tXzLVeLvlUIUoKe3qs7BP44ovF7oBjDHsg3j4b6VgYdgxbZjGefM6NioMbsP6Nfj+3O7HyuSeHFP56jrtJOxZszuHHtg5rhBfNh7DAnuvAhJ5Uo6Kgbu8TeOncCmzZtBp53uPY8fcb8f1/zULhDzfjmSUW1O59Hps2ytjy8zXIG4freZ/Bj5+vXAIeWzFyb/ooHluPB8f927Aztxo11a/guf5j/kv+//buP7at8zz0+LfTSAg7N4UE1wfaaAdhc8OkMGFUSREuMG0sbGE2a5UhsuHSbexdT76OnRBMFBnW1HByrLHR7GtFHUvHmmfWvXLaMoKtomFXm0HLYLGKVEEdDgaD1epyaSThvQIdV8LVPZ1AQvH9g5TEH4e/JDmNq+fzl3h4fvPl4fO+7/O+Osbgn5vKd3EbFdSWW/jR3tOO74DG2RfdRPOXr7Gy/3B70Q9StpyNnXZTNNIrZ2kNEXX/JtyCz2xZ0wnnUe5cfIYvzzJ6+0rc4oq2juxz9yxDz+3jZHHaz2Ff+SkuKfos1lhobZpGbUnlxhfWMSVpSTmxYtvaR+hC2+K4uYrPeygu08udjeYTV85qnOp0pc67YJ86ccitmu3n9x7z1PWcXb5P3bx58+YK7/PWyGhoaSOKUls0ML2ksQe/B7NFgx6FuN3V+V1lLkPmIwOGlQz0b7VczrjxT5SaBlNnlpmnKm6x2RTxd1KoG6yo8ixe5fT+w68Qf1hun+BfCCGEEEIIsSy3uCNbCCGEEEII8Ukhwb8QQgghhBCrhAT/QgghhBBCrBIS/AshhBBCCLFKSPAvhBBCCCHEKiHBvxBCCCGEEKuEBP9CCCGEEEKsEhL8CyGEEEIIsUpI8C+EEEIIIcQqIcG/EEIIIYQQq8TtGfzPpohfjpOavdUHSjJ2JsjY+7Vvob0TJvhqHO3WndSCzGSc2DspMvVuOJdBm9HIzNVxrDrXzzd9LUbs2vTSNhZCCCGEECvmj6uuMTdN7NVhwq9PkJoDGoA5oEHF8nAbux9tpamhhiNdj+B9KojZO0LHxhrWn0sRezWUPa5iwraljbat1uyxZmKEjl5i8wkfzsbc+leC7PBB70gH1hp2v+DXIdwvgcfvwgLABCGPH54M4LpviqsXIvBAB/b1ZdYvOq723jiRcSNtj1pRcptM/NCN/83yp2B/MoDrvtLl068P4P1RomipmfbDXTjWwFQsRP/YZgLfcqLWc82/jdL/VO7+ra1lgzjDHX1Q4bPT3o0yei7CeFJDvduBY7sTuyl7Bz74WT/99DKyt6nqkVIXvLiXck1CCCGEEKKqqsF/4twh+q+0MTjowZQf5M8lCfd2cih9lFNfM1c9kPYfV0kA2m+SsNFUZe1pxo51EmQ3vkEPppkJRl88wlMTHk49bVsIqldEWiM1CenFBWiTqfwFVdav5RApUht7GdlbV7WE9OwUqTvaFgPh6xG8Tw1zttfNaAOgTUHLZv2Nfx3C/dLY4us5janrKi7/UdpKKmvZCs8YwOwUqWloamnGCGBux9dZJQz/zVk6n3ubzYd9BO4zkvrlSbydXlIDg7SvL145ReQ5N8OTKs35H6S5HV+no2TX8dM76KP+eyeEEEIIIUpVDf6VZhXDbxMkJjXUFgVDA9m0kckEid8aUJtrCMWTUYaGxzE/ZCP1yhGCnx2ko7XCdjNxLsWaaRtwZiscTRba//s2ol1RYn9jw1779dUoit8Tywa7pJkC8sPQaMBNrDHX4l68/uwUwOLrSgH5ijDjej7bYp9tJS+z2n0uAn7X4uv3R3F3Xc0G3CXpUhZc/gAuWOjJ8Pjze1DiFc9oYjzK9Kb9uDZkP1N10wE6fvUNhv51gvbHLfpXsb0X3yOllYpU0Wvr3gAdz/mJXK+1l0IIIYQQQpRTNfhXt/oYNEcZey1If2wiF5ypWFqtWJ8dxHFPmVbhXAVh/GdBgq9p3L/3GL6HTWhbQ/Qd3Ye71UXHY5uxrm/KViiWy6igtowx5HHrv/+Qh8BO/UAUHHnBbpzgjr7Cd92BxXSXZNH6RcFyxYB8RSQIPe8mXK3lv0gq/jap9TbMd6AT/H+SqbTawf3jOE5p/RdCCCGEWJYKwf800UEvo8Up5wCkmIhFmYhFGYWFlI3CjO4EkdPn0R7cxeD3rKiG7FJlg4ujZ75M4pdRwv9zGO1pD/biVPA7rGxunSI4OobdbUf9XYLRfz7P1CYPreWC1+KW7luquOW/NF1lxVwL0ecJZ/+e05jCzO5aWv7zzcYJn5vAst3DYsLVfCXCnjfeAVLJ7AeevA7WGlvaLTYHTc+FOf9VK667FVK/OEnwFybaBspVtqqYv+ZcuVK/sBnLmXHie631jecQQgghhBAFKgT/TTg6A0sPaxsstB/uKfNeE+ZN7Xg2lT+2/dAgyqshhjpDuQG/PZzYatXJ969USSmiV0nR6zFoUbEby+xjYwcjIx1lD6HcacNpMxWcp1FRUd8cwu2hNKceMD/mo+vh0sGw6iM+Rh4pWjir1TmTkEb8ZT8RYxu+rfm9NIvpQ4uSjP9sAoPBwPnIBM4yKTsl7tnFYH+U0XN9uHMDfncPdmCvNrSjnLtc9OYP+F1rwsyluiokQgghhBCiVNW0H/0ZZxbpB646AfmcxtT1NMa1zSj5aT6mdnq7HaUzuzSotD7mofURDQ0FZX5Wn7kM2pyFbd0mTHfAsispFXsMjCgtKpRUBLKDVi/ZAyV563qz/Vh2BgjszL3QzamvXfzlPQsDYNUv9XBmi7H8AOg5jdhwN8ffWEfHsV1YqqRXpS6cJPQ7Jz1/10yw9zjBjYN0bKxteLVyt4NdBzfT/rs0xj9RFlK5MppGs72LnsZ1lXcwl0G7rdKRhBBCCCFuP1WD/6aHuwg8rPdOLgCe1Zv3Ricgvx7B+9QlNpe0NleWH+wC8M4we3JTa+aH3dOvD+D9t1ad9KPaaO9GCJ4OE78BxkZgNk26cR33P9bFLp1pOD82N6IMHBllvh6Vngbw474yXyMpTNuZp70/Rug7J4lqm/EM7se2pvJhpt/04z2TwuHtwXqfQs/eOJ1Hu8ns7WHXlhrPtWQK0RTRF+YrSUVJYef6cF/IXdNs9p6rD+7HVeU8hRBCCCHE0lUN/lMXvLhfTqKu0WsBVjE3lsuPWQFzCeJXAEOCJFZMQPJaduaZRBKseWkl6dkpUh9m6pqCc0EyjLdnHMfAIJ71hsXlMzGGnvESVL6H50FDyWb5AeyClZ7tZ42DLn+uGjWXIHSom1EcdB1zYa7Qkq9NvI32sI9TW82FPS16bkTxn5zg/s5jCy396tZeTplG8f/qA2iorfVfm4gzQQI1kcG51gCzCa5eg8SfJsigkr2DKs5vjeAss49U8f0EuJ4kgRnbWrI9J2/ZZOpPIYQQQoglqP5PvqA0B/vjMKcRO9NPuMmG7XqIk/9yP4c//zYnXwHbgxD6p1Gs3e2YV3TS//roTVdZOAg3b/78PGoLpbMSVZyNCKZ/EyH47WGufm4/+5VRvJ4ku5/pwHmPfj+H+kUPnlovZI2D3uHSxCllQzs9G6DaVJ8AJMP0v3QV20Nmxs8ME7Nsg3NBxjfasL4Z5OQD9+J5aCl9MsD/+YCJrbbsbErJBLyGDP4VQgghhFiCqsG/sbEZdSa8OONMMd2ZfpYrQ+z0Po5fa+Ow14VlZoyBvz/EN37QjO2JXro2GRk/fQTvIY3D396FxVDDeVYKrk1t+PoVzn63k33JorSfx310lLT6GzF8RmX6gk7LP6CaDblhAnnz5y9R6uf9eH8wgfFOG21PDNK1UQUcWB+IMPoDL3veA8ezg+zaUNoz8bGZjNB9KIL6hI+uLQoTr/RxZN8+uLudw14Xpskw/heeon/2BD06A5vzGRubUT9jyBtmkSLySgTn17KDrHUHQQshhBBCiJp86ubNmzd/3ydRk7kMmY8MGH6PMe5qlpnRIG8gb1WzGWhc/ocl/+FXCCGEEGLl3D7BvxBCCCGEEGJZ/uj3fQJCCCGEEEKIj4cE/0IIIYQQQqwSEvwLIYQQQgixSkjwL4QQQgghxCohwb8QQgghhBCrhAT/QgghhBBCrBIS/AshhBBCCLFKSPAvhBBCCCHEKiHBvxBCCCGEEKuEBP9CCCGEEEKsEhL8CyGEEEIIsUpI8C+EEEIIIcQqIcG/EEIIIYQQq4QE/0IIIYQQQqwSEvwLIYQQQgixSkjwL4QQQgghxCohwb8QQgghhBCrhAT/QgghhBBCrBLLC/4zGpqWWaFT+Rj3XUIj/mqQ8DtabavPpohfjpOare8omRmNzBxMX4sRuzZd/2nmm8ug5fZXC+2dMMFX49R4hYWWeL0fixtRBjwDRG9UXi35RpDm6TilAAATqElEQVTgG8mqy+rdx7JMJ4hdTrDMkgAzccJnwsRnVuKkajSroc0CTJO4HCOx7ItYefWV+fLPgJUoO0uXZOxMkLH3a99iWd/1cvSeN7f6ufD7KNdCCLEK/PFyNk79rB/32GYC33Ki5pZN/NCN/83y29ifDOC6b2n7LjRByONnrNJOzO34Oh005V4mf3GW4Z+Mk8SEfccBXK3z72gkxyOMG9po26BU3Lf5MR9d1hiho5fYfMKHs7H6tWTFGe7oA+8Itrf66aeXkb1N1Tcr57dR+p/KncNaKp6z/ckAjvfGiYwbaXvUilKyRuG2ZrOZRCIx/4r2J6xE9a73eozQd0OMvadBQ27ZnIJpi4uO7a2oDdQtdcFb9LlPEx30MpooWnH+s/0ow9TkFJmPKu93aiJCBBsdW0wVlk2TuJyAu1sx63w0evuYfn0A74+KTy5Lu5HC9HgA3yP6JZj3ovQfhd6RDmopCdq7Uc6+PEr8hoJpk4sD21tpagBmk4xfGMf41Tasd5TZ+Nch3C+V/7bU+r2cF395D330MrIXokf7wTtCR+4iyj8D0kxNTuPwjtCxsfC6Rs9FGC8oR6DcacO5vR3H3aUldt70OxFC58LEb4B6t4O2x9tpXZPbb1GZL/mstClSsw56v9+BteQZsKi2sgNcCbLDl/08rVXvYJ5fh3C/BB6/Cwsw/33kyQCu+6a4eiECD3RgX19m/aLjFl/3cu8xoPO8AWbKPwe198eI/PQS4+8k0VAwbbCx+S+d2NfrH0d7J0zoXTOu/OdTuXI9kyQ2dolLb40xcQNYY6F14/18+Ut2TOXKvxBCiAUVg//8H0vtRop0o0pz7slsfzKAQ2ebtJYitbGXkb3Vf/5KggRtitQaF4FjbTWcugWXP4Ar9yrzpp9vDE7gGgjQvr507ek3+jn0Q5WD/QFatTDeQ4cIfvMEHRsMlfcdG2JHP/T8cD+t8z+a1yuc1vUI3qeGSa5tRrlTpeny1ezfdhutNVxVgeKAbU5j6rqKy3+UtpLAevGcSwNoSOnHpwXbWk/voI9eAnuthfu4HiFavMn0GP3PBFGeOEqgOy+4nUsxFuim81gHJ3rsOkFtishzboYnF8sSsBDMl2rC0VlY1rLnliFd6ZIoLL/paQA/7ivG7OEe8+Es2eKDkkD2E+N6hP7e85gPDhLYOE34yCEO/a6HE3us6JXgEmmN1GRr/YHplSA7fFGaWprJ3TnaD3eVqZBnWXYGCOzUeydOcEdf4aKZMYZ6z6I8GyDwQGFgqF0ewt07hHGoC7tOUKe95eepf0zh+odB9v8ZJC8e4ZAnTPOa3H60KWjZvLB+08NdBB6ef5VhPPDfGHhzjCFPLLv6DTDZs+/WX3aWIa2RmiSvPKfRJlOULeAl61exjHu88Iye05giTfJ5N+EG4CEPgS/pHy51wUvnq83sfvYAvr1NGMgw/b+iBF/Yx8VHB3Urw3oVFl2TEbxd52n+mgdXtwtTIzCbJP5aiCP7L7JtwIezpcb7IoQQq1TF4H/xxzIbsF2y9xY8uCsHlNUVBwnJ8246J5pRoL4uay3O8PA4hkY4/88R7IedRa3OSaLnYty74xStTUBTG7u3juL92dvs3mCrEDxliF8eB9JcemsXrQ9VaR1bYMb1vA8nEbyX09m/18YJ/ihcz1XBfS4Cftfi6/dHcXddzQbNFbraU8kEXFNJzDpR81vkroXo84SzP9w7LUVbTZOaBBqm0YDpG0mYTDE9Ry7QSxB63k3Yntv2vavEMjZ6NhX9kDeo2LfY8Pdf5QP0gv8s8/Ze3SAgVf6y6lYY7JWKv7v8Y6Rnp0jd0Vahh6qaKH5PLBdYF8n7nCYiISY+t4uDrQqg0Pb1LzPaG2Z8uxX7ks++Vg48/sJKQ7zC2vHTO+h7owm1SeeqWlTs+YsNTTR9Ok3iWpLUBstieZ1Nkbz2AelPm2nS/YJqxH4+RnP7IG3rsyuYvnKAbZFOrm4P0LNFyVUSy5zku+cJvWHE6T1Fx0YDC8+43NsfR9kplF8O0kxBQYU3GnATa8xWvBzF689OASy+Lqr0LP0e5z2j3x/F3RXG9kyAXffk3ryeYOG50GDP9kTMjBE8o2WD8IVGGANN9zjp+qZGZ1eQMXuPbkWjugzjrwRJbvXhezTv+dVowvpoFwen9uB9ZRzH05We6UIIIZaV9rOyUsTfTmGymWsP/ucypN65yNl/CpF4sIdTO4yMHjlCpzfFgSfasN+VCz1nElydVLH+18VQ1GxphdMTJLBRHAbP02LD+F834dpj5mKgn1G1h/Zq3eO3UCr+Nqn1Nsx3UD74nx4j/LpC06fHCP3LNmzb8tIS7nLRWyZI1a6cJ/TvBgyZi4xNqqReT2OYvcjwa058X4CFCs18l7/FhnNNP6FhG+rO1mwLHJBJxhj+4SWaHunh3pW68GXRSLw+Sui1cZKaivWRdlxbrdl0mZUyX6nSo1vRytnYwchIR/bv6xG8xWkVCzRS72uYW62Llal7rNiIkpgE+yetlwJgi4dADb1/NFrpOHaM2NglRv8xSDyZ/eYrJiutG7dx7Nhi2VopqctBBl6MonzNg/rzTtyns8vzW/5zS+orO0YFtWWMIY9b//1KZaGgglXaQ+JwBxZTpZJF6+fSfuZfl1R6ln2PNWI/CTNlSHPxbARnQeNK0XMhcZUYVtp0el9Zb8FKiKsJsG8sfGuhsQEqVKLTZH4Hyjr9Z7DyXxT439keQQn+hRCivNqC/7kUH1yDhDlFpUfzcmSuhAn9xoLrmbxgtVJL9WQEb9cwKctmXM+eoisXlO/qP4Xjl6MEX3gKv7KNwcF2TLMaGk0oeT9wBkWBmYsc94xjpOiHP5Mk+tJxgm8Z+fLf9dJ+n4KjaYgjR/Zx6SuHOaaXnVKjaMDN+Cywpc4NZ+OEz01g2e5h8Q4VtbppE5x94SQT9oMEHkvR33WI7v/soWdn5SAs85sQ3qPj2LpPsflKJ0e6joD1ACf2aBzv6qT/hs4FN1rpCAwSfy3K+aPBbO4toN5tx/b4IB0bl1FO5j93czu+TivjOmlCqtmg31peJPVaP94fmTl4LEArCUb/h5dDk9l0GQDeyKVzPOQpk6pSJLe++TEfXQ83oT7iY+SR+i+xJOWtOK1iXu4eaP8PDPnD8xsMGNBI/ydkawTzZSHXOrym6IBVAtP566nLG37cVyhppTYqKuqbQ7g9+pstHKvCOAQtGWcsGWfsQvZ16ZgEhda/sHMycJLwg4dp+zNIXjzJ+RsKzee6cZ+jqAV8mokLYc7/5CKxmXW0HTzBrtYmwEY2ybCw5R/qLTuW0p66W6q45b/MQ2lZ9xiYSxEbHuD4FTs937Yx/nw/nd4UB5/dpZ/GaL6XVs4z8T5YiysA708Qp5Vt5uKNklyNaTDzNleTu7CYit+fp9D6FSfDR08y+vnChhjt3VFOjqZxdrdWThsSQghRW/CfuRwligFeDzO23VqxpbHgh392itQ0efnCZYIMLc7wyQiGR4taPSu0VNPixPd9nczbBgXTpl30btq1uOyOJlSSpKaB3P616RS0bOOwvx1T8Q+/oYl7v3SAwSctqLkmpKaH9jP4YAfaRwYMc024uk2oS+i6drgD2N7aQV/1VfNoxF/2EzG24duafzfyWt2uR+nvGiJ+lwvf7lYUBXr6YOjFfobvPkWlkMTw2W34gq5s5WjjKQZtCYyfNdPUAL7v2cnMalz9XGrheisNck29O0b43THCufPTDUSrKfjcs4lA5dKEKksR+9cJzI96aL0jdz7bHYR841ydD+AKWqgrJbNQsn61we2L7HmDObNK8uJn4oTPJTBv1x+0azIbSCTzKt/XkySwsPlP59coaoEtdisC0y0eAnvJa6WuYRA+kPiRF/ekh8DO5Z2T8pCHE5+OEPpuJ+4boJjsHPy2j9bcPShsAVegIc29X/dx4M/NOq33zbR+vQfTmubc63rKzjTRQXfpoHQ9RZMQAPoVs+L0qHz5PUY6lDttOG2mbBC8rM89RcTrZnjWgcfXgXUNWP3HuPe0H/8Pxgl8XWeTO+y4dobxvjCA8mwHjs/m5fy/eB7jTl9Jyo8WCzM62Yp90wShc9m0nXIBvLKxg8G+KGdf7mbPe2kUxUha0zDeaaO9b7D6wGUhhBA1BP9anOEz45j/2kfbv3vxvxjBUpJTv6ggqCnqjtY1EyP4t8eJmjoYLNslXkwnyNCpaADw4H4Cj9+PbUsa/0/HaHfbUUgQ/nEM05d2o9/IpGDaYGH69QHcekHunMbUdRO765rtZ4nmNGLD3Rx/Yx0dx3ZhKZdysNbG7j4rprsWA2TlbiddJ7IVJO2dvICgWIMBpaHonppttH4YJmEP4PtC4awe1fKhl2Quk5s6sg6z1aY6VTFbFIYnJtC2qihoxN4ax9C6m3XABzUeJjOTJHGj9M5ZdgbwtZSvCAEVUj2KZjGa05i6nsb4qwjKwme8WGm49yEHygshIl/14WzRiP/4PBP3bMOzlsoD0KmjkqIXmOrJZNCfhDdvoHxxGlPZmXCqVRhKK075mjY42b+hluG3BixbO7DciDLQOYDeJ1Y4O1M9Zad0UHpdKgboRpQWldJurvlxWKWzSZUOnl3qPVZx9n0fpyEviabBhP2Jo9lxJrMp3UYQ82NHOfWFMSI/PYn3O3mz/XzzVOlsPzMxQqeimL4ewPMXCfz7/PSf99GzzVy+AnC3g/2HHexfKGOB8pVeIYQQJSoH/1qC0aP9RNfuZvCLZtRNPTgO9dPZP0XPE67lJQDNaSR/GcL/UhTN7uHEPlsdediFM/0AVSsatj0+dp/2494XwoCGuqWHw18p278MVAhycz865SUIPbeP82TQSJN8bh/n1ygYoa4Zf7T3xwh95yRRbTOewf3YKragK5juUrLd9C8PEfzFB6QbjRiB9Cw03+1g15OVZtIoni0oO5dI4lwf7p9oTGFic/7qN6IMHInRupSW/fn95tIN0rNgbAT1wf24yuwrf/2FKzY52NVeuaXPsr2X3af9dB4IYZzTSN/ppOfZ7EDkcsF/dnAlMAc0ZHOjLQ+1YdNZt1JFKH56B31auTlZ6gsYDRs6OLzXz/Hn9hBuAK3FSe/f1jbIuKSXoeL4Aj3zKSZp0rNGjGudOEpSN5ZK57s870qQHT6tyqw22UpU7PM1pi2tcdDl17vrpWk/9Zad6dcH8P5ba20VKB3auxGCp7PTlhobgdk06cZ13P9YF7vqmIa11DLuscFQ2NOXa2RR1jYvVFL10oWU9Xban7DTXuGsMskoft8QVzd0cezLKjSoeI7tpq+nm33/4eHE39R1kUIIIWpUIfjPMHGun/NGF77OXEu/YqXDf4x7T58nMbvM7P8Gjau/0nD0ncL5cXTVKmacTw/WNUVf6oIX98tJ1DU659diLszBnrfWiW9E7yg60xxC9sf3lXW6s8VoE2+jPezj1FZzXmtwJRnGT3Yy1HCQwMnWgm2Sr3rpfN7A4EBbmd6O7PlFm1SaG0E1G+HDXLrNF2KllZ0a59cvpeL81kjZzyF1oXhJ5fW5Hql8uLo+dysdIyOUS6iIT5Quq5QClZ6m6tiO1OUQwXNjJP8vi/OvKybs2ztwPVBYIkwPexhc6R6XasqkmMRPny2zQV6PRguE/97N/FBotQUGvrGj6H8fFJa7YmqLvcrYjjSZD1NMzZaGr7rjMfKn4i35TqmYG/OOVuczIz07RerD6lPQ6kqG8faM4xgYxLM+r6V9JsbQM16CyvfwPFg6jFWvUlwy288y73F+BTd5vpPOV5KY/rIX31eKnlhV/pdEPvuTAVzr19G64yj7t+Q930xOek9YSaZNNH1U5btdReqCFz+eJaQLCiHEH7YKwb8By1+f4vvFixtM2J/IjuRLFaRI63ctqy2UDjLMpUI4ni4zIvCTpNK4gxUQfyuCxR7Q3b/6RQ8f9x2an1UkM5Pg4j+EddMjxKJlTfU5HWXo6CjK098nsGkxsMv8YoBvHB1CPdWL45M4k09FlXo0SlvX5xXMZnPLVRkfcRvRGwtTborTZd3jTIrYywMcf2sd+7sdRF/spPvDg3Q9nvfP/OoeX2DBoVeZvcOUbaAoSGcr88/+iiqYwEL6Wio5wUQiRuqRW/f8FkKI29EKTvVZoWv542BUUFt0UmNromCyObHdWdjCb2xsRp0Jl53Gsb4ZUtbh6O6BO0F7a35ZimTCiWvvSv00GbAdGMT48hDdB06WpP30Pl+u1R/mc4vHTrtxo2DaYIaPVKYv5FoWi3s6/shAc8t06Q/vgsq52mXPorEZ9TO1zeSzeB7N+r0wVTRbnDhprr7i/LkpKmrRmVUrIxXvQ5OD/d0pguc6cb+St1wx0d69v/bAv9GE7RHbik+JWYn18TOcIfvfsPVz0muVX+70Vf7vw0YMn8krpyWKBp1XK7c1jnvQKztVy0KlqT5Nbfj6Fc5+t5N9yaK0n8d9dJS0+le+7sLZsJZzjzVip7vxv2nAsnUbx47bMSngGLIS/cFZvHuOo/zVYY5ts9zi6TXrH1fRtHeEkVt2PkIIcfv61M2bN28ueeuMhpY2oigyq7IQorqMppE2Ksgj4w9HJgMG+TyFEOK2sbzgXwghhBBCCHHbWEKyhBBCCCGEEOJ2JMG/EEIIIYQQq4QE/0IIIYQQQqwSEvwLIYQQQgixSkjwL4QQQgghxCohwb8QQgghhBCrhAT/QgghhBBCrBIS/AshhBBCCLFK/H98cPqbv+w6+wAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "cb357ba2", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6193804d", + "metadata": {}, + "outputs": [], + "source": [ + "import sys" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "ee8a4404", + "metadata": {}, + "outputs": [], + "source": [ + "maps = [[1, 1, 1, 0, 0, 0, 0, 1, 1, 1],[1, 1, 1, 1, 0, 0, 0, 0, 1, 1],[1, 0, 1, 1, 0, 0, 0, 0, 1, 1],[0, 0, 1, 1, 1, 0, 0, 0, 0, 1],[0, 0, 0, 1, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 1, 0, 0, 0],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 132, + "id": "8858c650", + "metadata": {}, + "outputs": [], + "source": [ + "n = 10\n", + "visited = [[False] * n for _ in range(n)]\n", + "dist = [[-1]* n for _ in range(n)]\n", + "answer = sys.maxsize" + ] + }, + { + "cell_type": "code", + "execution_count": 133, + "id": "f3f75c99", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs1 (start):\n", + " global count\n", + " queue = []\n", + " a,b = start \n", + " queue.append((a,b))\n", + " visited[a][b] = True\n", + " maps[a][b] = count \n", + " \n", + " while queue:\n", + " x, y = queue.pop(0)\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " \n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " \n", + " if nx < 0 or nx >= n or ny < 0 or ny >= n :\n", + " continue\n", + " \n", + " if maps[nx][ny] == 1 and not visited[nx][ny]:\n", + " #print('**')\n", + " visited[nx][ny] = True\n", + " maps[nx][ny] = count\n", + " queue.append((nx,ny))\n", + " #print(visited)" + ] + }, + { + "cell_type": "code", + "execution_count": 134, + "id": "e907e2f3", + "metadata": {}, + "outputs": [], + "source": [ + "count = 1 \n", + "for i in range(n):\n", + " for j in range(n):\n", + " if maps[i][j] == 1 and not visited[i][j]:\n", + " start = (i,j)\n", + " bfs1(start)\n", + " count += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "b75dc988", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[1, 1, 1, 0, 0, 0, 0, 2, 2, 2],\n", + " [1, 1, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [1, 0, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [0, 0, 1, 1, 1, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 1, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 3, 0, 0, 0],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "maps" + ] + }, + { + "cell_type": "code", + "execution_count": 136, + "id": "1078d28a", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs2(count):\n", + " queue = []\n", + " global answer\n", + " for i in range(n):\n", + " for j in range(n):\n", + " if maps[i][j] == count:\n", + " queue.append((i,j))\n", + " dist[i][j] = 0\n", + " while queue:\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " x,y = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx <0 or nx >= n or ny <0 or ny >= n:\n", + " continue\n", + " \n", + " # 다른 땅을 만났을때 \n", + " if maps[nx][ny] > 0 and maps[nx][ny] != count:\n", + " answer = min(answer,dist[x][y])\n", + " return \n", + " \n", + " # 바다를 만나면 dist + 1 \n", + " if maps[nx][ny] == 0 and dist[nx][ny] == -1:\n", + " dist[nx][ny] = dist[x][y] + 1\n", + " queue.append((nx,ny))" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "786c5674", + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(1,count):\n", + " bfs2(i)" + ] + }, + { + "cell_type": "code", + "execution_count": 138, + "id": "a8ae46ac", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n" + ] + } + ], + "source": [ + "print(answer)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8ae378fd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 10e76abe38aa4fd0216f99fe45f7ade36bbe800f Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Thu, 31 Mar 2022 15:49:01 +0900 Subject: [PATCH 13/24] '20220331' --- .ipynb_checkpoints/2468-checkpoint.ipynb | 139 +++++++++++++++++++++++ 2468.ipynb | 139 +++++++++++++++++++++++ 2 files changed, 278 insertions(+) create mode 100644 .ipynb_checkpoints/2468-checkpoint.ipynb create mode 100644 2468.ipynb diff --git a/.ipynb_checkpoints/2468-checkpoint.ipynb b/.ipynb_checkpoints/2468-checkpoint.ipynb new file mode 100644 index 0000000..9a268f9 --- /dev/null +++ b/.ipynb_checkpoints/2468-checkpoint.ipynb @@ -0,0 +1,139 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "b3049279", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)n = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "eaf36181", + "metadata": {}, + "outputs": [], + "source": [ + "n = 5\n", + "height = [[6, 8, 2, 6, 2],\n", + "[3, 2, 3, 4, 6],\n", + "[6, 7, 3, 3, 2],\n", + "[7, 2, 5, 3, 6],\n", + "[8, 9, 5, 2, 7]]" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "c93217f3", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start, safe_area):\n", + " \n", + " queue = []\n", + " a, b = start\n", + " queue.append((a,b))\n", + " visited[a][b] = 1\n", + "\n", + " while queue:\n", + "\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " x,y = queue.pop(0)\n", + " for i in range(4):\n", + "\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + "\n", + " if nx < 0 or nx >= n or ny <0 or ny >= n:\n", + " continue\n", + "\n", + " if height[nx][ny] >= safe_area and visited[nx][ny] == 0:\n", + " visited[nx][ny] = 1\n", + " queue.append((nx,ny))" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "93799774", + "metadata": {}, + "outputs": [], + "source": [ + "graph_min = min(map(min, height)) \n", + "graph_max = max(map(max, height))\n", + "max_safe_area = graph_min\n", + "for safe_area in range(graph_min, graph_max+1):\n", + " visited = [[0] * n for _ in range(n)]\n", + " temp = 0\n", + " for i in range(n):\n", + " for j in range(n):\n", + " if height[i][j] >= safe_area and visited[i][j] == 0:\n", + " start = (i,j)\n", + " bfs(start, safe_area)\n", + " temp += 1\n", + " \n", + " if temp > max_safe_area: # update safe_zone count\n", + " max_safe_area = temp" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "09a13c15", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_safe_area" + ] + }, + { + "cell_type": "markdown", + "id": "e2c27cb6", + "metadata": {}, + "source": [ + "BFS 문제다. \n", + "BFS 문제를 해결하기 위해 일정 수준 이상으로 가면 방문 graph를 통해 Count를 한다. \n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2468.ipynb b/2468.ipynb new file mode 100644 index 0000000..9a268f9 --- /dev/null +++ b/2468.ipynb @@ -0,0 +1,139 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "b3049279", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)n = 5" + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "eaf36181", + "metadata": {}, + "outputs": [], + "source": [ + "n = 5\n", + "height = [[6, 8, 2, 6, 2],\n", + "[3, 2, 3, 4, 6],\n", + "[6, 7, 3, 3, 2],\n", + "[7, 2, 5, 3, 6],\n", + "[8, 9, 5, 2, 7]]" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "c93217f3", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start, safe_area):\n", + " \n", + " queue = []\n", + " a, b = start\n", + " queue.append((a,b))\n", + " visited[a][b] = 1\n", + "\n", + " while queue:\n", + "\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " x,y = queue.pop(0)\n", + " for i in range(4):\n", + "\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + "\n", + " if nx < 0 or nx >= n or ny <0 or ny >= n:\n", + " continue\n", + "\n", + " if height[nx][ny] >= safe_area and visited[nx][ny] == 0:\n", + " visited[nx][ny] = 1\n", + " queue.append((nx,ny))" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "93799774", + "metadata": {}, + "outputs": [], + "source": [ + "graph_min = min(map(min, height)) \n", + "graph_max = max(map(max, height))\n", + "max_safe_area = graph_min\n", + "for safe_area in range(graph_min, graph_max+1):\n", + " visited = [[0] * n for _ in range(n)]\n", + " temp = 0\n", + " for i in range(n):\n", + " for j in range(n):\n", + " if height[i][j] >= safe_area and visited[i][j] == 0:\n", + " start = (i,j)\n", + " bfs(start, safe_area)\n", + " temp += 1\n", + " \n", + " if temp > max_safe_area: # update safe_zone count\n", + " max_safe_area = temp" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "09a13c15", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "5" + ] + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "max_safe_area" + ] + }, + { + "cell_type": "markdown", + "id": "e2c27cb6", + "metadata": {}, + "source": [ + "BFS 문제다. \n", + "BFS 문제를 해결하기 위해 일정 수준 이상으로 가면 방문 graph를 통해 Count를 한다. \n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From e73c90fb8802993281ecd5bed2bd77444d1522e2 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 1 Apr 2022 23:31:52 +0900 Subject: [PATCH 14/24] '20220401' --- .ipynb_checkpoints/2023-checkpoint.ipynb | 189 ++++++++++++++++++++++ 2023.ipynb | 190 +++++++++++++++++++++++ 2 files changed, 379 insertions(+) create mode 100644 .ipynb_checkpoints/2023-checkpoint.ipynb create mode 100644 2023.ipynb diff --git a/.ipynb_checkpoints/2023-checkpoint.ipynb b/.ipynb_checkpoints/2023-checkpoint.ipynb new file mode 100644 index 0000000..d51c2a3 --- /dev/null +++ b/.ipynb_checkpoints/2023-checkpoint.ipynb @@ -0,0 +1,189 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "5a859b36", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dc65f618", + "metadata": {}, + "outputs": [], + "source": [ + "n = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "47126e8b", + "metadata": {}, + "outputs": [], + "source": [ + "answer = []\n", + "for num in range(10**(n-1),10**(n)):\n", + " if check(num):\n", + " num_str = str(num)\n", + " #print(num_str)\n", + " count = 0\n", + " for i in range(1,n):\n", + " num_int = int(num_str[0:i])\n", + " #print( num_int,'*')\n", + " if check (num_int) and num_int != 1:\n", + " #print('소수')\n", + " count += 1\n", + " if count == n-1:\n", + " answer.append(num)" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "970c5bbc", + "metadata": {}, + "outputs": [], + "source": [ + "def check (num):\n", + " i = 2\n", + " while i * i <= num:\n", + " if num % i == 0:\n", + " return False\n", + " i += 1\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "85e7c3f1", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2333, 2339, 2393, 2399, 2939, 3119, 3137, 3733, 3739, 3793, 3797, 5939, 7193, 7331, 7333, 7393]\n" + ] + } + ], + "source": [ + "print(answer)" + ] + }, + { + "cell_type": "markdown", + "id": "f5208b52", + "metadata": {}, + "source": [ + "제곱근까지 나눠서 나눠 떨어뜨리는 수가 존재하면 해당 수는 소수가 아니다" + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "32390ea0", + "metadata": {}, + "outputs": [], + "source": [ + "def find(num):\n", + " if num < 2:\n", + " return False\n", + " for i in range(2, int(int(num) ** 0.5) + 1):\n", + " if int(num) % i == 0:\n", + " return False\n", + " \n", + " return True\n", + "\n", + "def dbs(num): # 목표 길이 도달 시 멈춤\n", + " \n", + " if len(str(num)) == n :\n", + " print(num)\n", + " \n", + " else:\n", + " for i in range(10):\n", + " temp = num + 10*i\n", + " if find(temp):\n", + " dfs(temp)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "4bbc5e7a", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3'" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ㅇ" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "f3548968", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'23'" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ea759040", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2023.ipynb b/2023.ipynb new file mode 100644 index 0000000..14a229e --- /dev/null +++ b/2023.ipynb @@ -0,0 +1,190 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "280d6e5e", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f86e6d56", + "metadata": {}, + "outputs": [], + "source": [ + "n = 4" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "2b1cde11", + "metadata": {}, + "outputs": [], + "source": [ + "answer = []\n", + "for num in range(10**(n-1),10**(n)):\n", + " if check(num):\n", + " num_str = str(num)\n", + " #print(num_str)\n", + " count = 0\n", + " for i in range(1,n):\n", + " num_int = int(num_str[0:i])\n", + " #print( num_int,'*')\n", + " if check (num_int) and num_int != 1:\n", + " #print('소수')\n", + " count += 1\n", + " if count == n-1:\n", + " answer.append(num)" + ] + }, + { + "cell_type": "code", + "execution_count": 85, + "id": "03e3bd04", + "metadata": {}, + "outputs": [], + "source": [ + "def check (num):\n", + " i = 2\n", + " while i * i <= num:\n", + " if num % i == 0:\n", + " return False\n", + " i += 1\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "id": "da3b5d96", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2333, 2339, 2393, 2399, 2939, 3119, 3137, 3733, 3739, 3793, 3797, 5939, 7193, 7331, 7333, 7393]\n" + ] + } + ], + "source": [ + "print(answer)" + ] + }, + { + "cell_type": "markdown", + "id": "3481a7c0", + "metadata": {}, + "source": [ + "제곱근까지 나눠서 나눠 떨어뜨리는 수가 존재하면 해당 수는 소수가 아니다\n", + "첫 번째 방법은 시간 초과가 발생하므로 재귀를 이용하여 문제를 해결한다. " + ] + }, + { + "cell_type": "code", + "execution_count": 124, + "id": "41c5bb91", + "metadata": {}, + "outputs": [], + "source": [ + "def find(num):\n", + " if num < 2:\n", + " return False\n", + " for i in range(2, int(int(num) ** 0.5) + 1):\n", + " if int(num) % i == 0:\n", + " return False\n", + " \n", + " return True\n", + "\n", + "def dbs(num): # 목표 길이 도달 시 멈춤\n", + " \n", + " if len(str(num)) == n :\n", + " print(num)\n", + " \n", + " else:\n", + " for i in range(10):\n", + " temp = num + 10*i\n", + " if find(temp):\n", + " dfs(temp)" + ] + }, + { + "cell_type": "code", + "execution_count": 68, + "id": "069a6c2d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'3'" + ] + }, + "execution_count": 68, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "ㅇ" + ] + }, + { + "cell_type": "code", + "execution_count": 69, + "id": "de69588c", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'23'" + ] + }, + "execution_count": 69, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9ec08447", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 45fa6890b76c6fc8bfd2a6f4a2278ad23ae02975 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Mon, 4 Apr 2022 23:00:25 +0900 Subject: [PATCH 15/24] '20220404' --- .ipynb_checkpoints/15649-checkpoint.ipynb | 125 +++++++++++++++++++++ .ipynb_checkpoints/15650-checkpoint.ipynb | 129 ++++++++++++++++++++++ 15649.ipynb | 125 +++++++++++++++++++++ 15650.ipynb | 129 ++++++++++++++++++++++ 4 files changed, 508 insertions(+) create mode 100644 .ipynb_checkpoints/15649-checkpoint.ipynb create mode 100644 .ipynb_checkpoints/15650-checkpoint.ipynb create mode 100644 15649.ipynb create mode 100644 15650.ipynb diff --git a/.ipynb_checkpoints/15649-checkpoint.ipynb b/.ipynb_checkpoints/15649-checkpoint.ipynb new file mode 100644 index 0000000..6d97716 --- /dev/null +++ b/.ipynb_checkpoints/15649-checkpoint.ipynb @@ -0,0 +1,125 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ba2c03b3", + "metadata": {}, + "source": [ + "백트래킹\n", + "\n", + "DFS ( 깊이 우선 탐색 )의 방식을 기반으로, 불필요한 경우를 배제하며 원하는 해답에 도달할 때 까지 탐색하는 전략" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "1a400867", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c0a4d4b", + "metadata": {}, + "outputs": [], + "source": [ + "n, m = 4,2" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ab84c3b2", + "metadata": {}, + "outputs": [], + "source": [ + "s = []" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5788b541", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs():\n", + " if len(s) == m:\n", + " print(' '.join(map(str,s)))\n", + " return\n", + " \n", + " for i in range(1,n+1):\n", + " if i in s:\n", + " continue\n", + " s.append(i)\n", + " dfs()\n", + " s.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ebfd0319", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 2\n", + "1 3\n", + "1 4\n", + "2 1\n", + "2 3\n", + "2 4\n", + "3 1\n", + "3 2\n", + "3 4\n", + "4 1\n", + "4 2\n", + "4 3\n" + ] + } + ], + "source": [ + "dfs()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aa93f6f3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/15650-checkpoint.ipynb b/.ipynb_checkpoints/15650-checkpoint.ipynb new file mode 100644 index 0000000..e2fbb2f --- /dev/null +++ b/.ipynb_checkpoints/15650-checkpoint.ipynb @@ -0,0 +1,129 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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2t2fiJDHehBJ6v1uP/5VBTI7lVO/aQ+m5k1z84pO0DvXQ+f1ann7LhP3uOpo+n6gfMUL0HO0k8Gq8aXnl3dVjTU4zKS4pxXq1e7x2KsXEppwZXA0R+F4zHVcqqNtZnqGWEyBKaMDAscw+/vlCBy6Ocf534F4yyTYZOU/wFROuR9LrgDKbwn5+PUZiGJdC9L3ox3/K4NZNe2haacNY1Uljy2ZqXNV4v7gc50ILpiIrjqUW/L19hFclLnCF+zjzBoQuN1JzgvSa0RIn3j176O89w/Hv+gmG4xefzDYnrqVr2bPHlf1Y+h5hRCNwkzNtfxhrfnrFjO2OSjZ8zo0ta7IqxlxmpfdgDTUZP8/cDHg6IifqqTkSxjovU2GsWJcVZxiejyw1z5cDgJ3qx5uw/TTlotv1HmcudNN52o5jcR/+I0GcybWJN1XTkHrR1+ij56VizCW9dP9jNeV3jdYSpwZrpnycAeBqNN5uJ2pArhg9ZGBgyfw3vcSMhcLdMy4iIlOXXxi9MEA/QIbmZD2JJjfuh9qp/C9unm5/mu7bd1H5HyF88mmOXTFTenQnNUdJO3mKvtrJ4V8uoOKrT7JtrMbGRkVtO8svBekJHMP/h7U0rM182jAQjuDc1IB9XRuBP8vRHDbp3kFPJEIIK5bRgHG6jZqzxdlPom0ultNG/2XP2PwjvzwDbh+25D4URsjckcgIuZtWAcSC+Lc002tx4vnrVn50W/xPvnX7ARxnu+n84U7+5rIL39M+ys0Gxr+CZU7SaXyJGTMGJ/+uhr4MzfeibwTwP9HB+dvqaN1opbe5lod9t1L9YAOtS6HnsZqxk+1c90BF3uyn581+en4C8SZW26iYwr2joaONNJKjqfaY+DqakrvXKjJhwmD4jxBPqPHage6ieFOv0NZE8+ASmHgSmBhvaPLlRl71s+87PZg2trJtFQSaa2neYeDdvgVP6r12IxF6DzTydK8V7z4vzjJov62asVqUxGizuT2BtJNE90OtuB8Z/W1ECHw/cf/qmip8t1XBSIwYSZ+31HPsxu20trrgreM0N+zg4qNP4k0EvuT9u3px7maJuRgX+un9h2N0ng5h/rMNNO3xYM96fjkMGTtGi2UZPlHkVCeBkgoalibtIzO0n5uXLsf1PT/HTrvxrYg30336+CDuR1yYYZJOXkIEDh7DuH09rT9wYk0Uz7ykmpZDqwn9Uw/dP+zAeMSH2wL2u/dQN9TG7s3HKS6BwSEby2vbaVoW/7Yn1IwmN2dNYYSD9IaD9CZqEdPvGZ6OYkyfsBI9kQjGaaYX+KKXw1ByK8kRLnbOz469ISr3tOMri9D7dD07WgxaGxNNPEdr7cbuU83RDHg2ZApqUzUSI4YVa7ZrhDEDIxImFMn8C7ve44zxZjf7dh/DvLGVphUR/NsbqY162b7Jk7nFhxHieEsbfbf7OPBfB6h9rJbGkSa23WXHnNaiaerHGYDYr39FEOBskNiKbBeugE95qF5ci/9gL/atbqxj98pG6D3op29xNa2fyjaxiIi82/IIozGCgW4Mmw2OH6NvtY/ypJPIiglNd308eUOAzu/XUnMFzDY3259owjV6cpfSrMxyh4+GOzIv1VTmxHO/k8nvXHPirbezLmdz3XHRqIHlpgWUQvz+lRU+2nN2bGLFc4+ddT8N4tnkBIJ0H7JT3WWFg0mj2Rbg4Azhy+AcXd9wCNOfVhNv6JWDyYnX/yO8mZa+tBLfvsqkIaVYrBC+EoXRtb0aJYKVtV+PN0WasJ1HIvQd78P631rZlgi5nvof4TobYODjpZgwMH3CSmlJ/PRvumEjH/a7G/DRlrmp9gRWbHYToXCEsXW8HCaEg+WfHJsb1Y+PXoCIN/Wa+FsELofGxnP9MksTcSD25nGaW44RHFpA5fYnxzqI8dQdwPZ8G/sbNtJhrYrX3H80SvBUJ4ef7eGirYq6/dU5O1G6vu2Z6YQ/e21LphNS4woMX0oPDO6H2qme18+Z1+2s/bIrfgJ5cxXVKztpfPn82Eni+DadrNOZJBk6bYn9PsTgjWtpeNKFPcPZ7YI766hjwdg62v40y/c/2Y3elwK0HQnhenA7zuSakpnazy1u6p4wc/zH+6k5Gu/AyNN4IEfHQEmKHFTtqsvymQX7HVX47pg4zHV/AwfuzzxJqauauhutlMKkzVknl/JbGxokEgVLWWkiGFqxlyT/7iZrfplFjtAM8Xt94Rj1vu6xYHL+5QDRlQ1U2uLlcN+zlpMPn6H/sid+L3pSGIy+tI+aXB0Kjckcykb3odT9Zvz9NC8aTeYPES5iwT72m035Psw2nA4r1izLva7jzOUAzbsDlG7cQ8NKK2DFu6eFBd8/TPCyJ/22iHCA+jo/oZuqadpUjtlcTmuzlf3fqafN8iR1K1LnP5XjTMJIhJM/7cW6wo35dCfdXyjP3sy2yIpnVyvWo372bfUTMcUvzhoxK46/3ErrVtd4QBURkfecScOocbaDtpdsVD9Rh+XHmye9n9OyxMOWJXl0fpLhpGQ4GiHKxJ4/AcofbGd9rqZ5S700vLIu3lz3z3Iv1rLCx4HEH8vByUuZmH85nqY+gpucOM/2EVhVjhfiV21HzStntauDjp8GcW9yYr4UoPMlM6sfn6wHzwydWiR6Gi2eXzrxKrOtioadFdy6zM3wd0/S+wUH7rkQ+odj9C/0sCHTH+siK56dDfH/v95JzVPEayyWerBe6WGfrx/Xrna2JZ/kTNa7bM6eMmfGLcsqMH+rk8DnmvCUGQR/eoyBRWvxzQcuz+yyTDY36x+tYMFCS7wpdHJHT1+so/3zMcL/7+BYTVZsyEpl44Gk+y8nMe3tObUT/imfkI7YuWVuB+cHDDzzzXC1n75XTbjuXQBcTBn5+mqbLK4qqhmg01fDvgyfj3U6tSm+FZzu1Zgfn/j9h1wb2J4rBIQDNNZ1EL2zjroV0/h15rOfA8x3UfWIi6opzXzq+7k123SjjEEiZRuSOpuZXi+1cSm/tcQ+4GvL0KlTXr1PJ5aYWgubITTH7/HO3tvxgpud8LMgoREn9iIIv3KG0Lxb2PAnGdbiOi+mTXX6Cc3WM32f+R4r/+dFBljA2rF1yrLvj8TwrBymeA4YEy7gMP3jzHwPTR0pf7Pn2vE8Ev+7EZubdNEDwOZma6ML203jl37NN3vY9uToPAxuWeNhbII/mcpxJi58so3OSxVsf3QL1k/WUvutNmxNPsqz7f9FVlz31OG6Z/Lfk4iIvLfkDKORX+yn8akzLLi/Nf5HZFMTa1vq2eEL4WvMdoocP3nq/8wk945lPSmZrAYjs7HmurZsTTFHm3UmHneBB8+qvOdO+apGOk9UUh0O4f1CpjpMC27fLi62NFOz2QwjJlwPNrE+2z2cSdOlnXSMNit+PEvT49u9NN3np+0rG+ksAqOsgrpHKyftHTj6PweIXLIwOASUAH8IE7wUxHoZSP4jn9rzaZJ8enXsad9MH4kmi+2b6SN+cjaVTnpMS7zs2tTG3sc20l0ERpmHhq/lrvkeberFCFAEjmXl+S2sxIr9phyfF5mwLRxdsgXXF6viJ36+flz51JJc5/bM/PiELCapeZoQSIocVD26Af9TtWz+cTGxoWHsq+rYdoeFbCeJA8/W0MZ0H1eRPdCmdTq1aD1ND7bRnPT979rpzrz+IxGCLxym7civWHBfEy2ft0+zQ6h89nMY79AmvSfZ4pJSrJ8wkV53PY39PNt0o6VI6xBuCr3UXo8Mv+fZDACWFT7qftdG89bNFBPDmOvCWx/vHTpji5MrPezbnee+eb1lSw6veX2fWXy6mvY9UYpTL/JeDlD/cAfh1AsWpF/Aub7jzFQuepix3WSGEYPQ6cMcPvorLlIcL/sIYE081mz04uiUjjMGwR820nzKxNrG9bjMwF81Uff2Tvb6aql8fE/6xREREXlfyxlGY9FhypOaLWK2U7XrAOW/jWKZN5heYwCMdrwwOJT+Z8+6pomuNddf6MwSzXWfO4ODeCCd0GyxrBTzPAeuG+O9cy5wlGP6dSD/uX/BCw/X0LjIS3u2Ew2zg+rGQwW4V8mMfY2P1qlsSyPIsa4QlnnDdP9jhPK7iuk9epLhEjj5424qkmu7c5wAAVjtmU62AZx4u7oyNDeeeB/luCD+dZ0syPIIFdtKH6151VJkWe7lAPU/OZ/PDKbu32MMXhok9u+pH1jxfLNrYvPyaW/PuGyPT8i4P+VqrpkhkJhv9uDbl/9jXIaNCJFpR5qkR/+kdTaS3vzYusJHa2qTv0xiEfp/bWXrkz8auyVguvLaz3OY+Wbu8X2n49L4Y0aSTfzt5Nq+YC1z5/ydvWdN0lw5TdZ98910Pc3ck29JGJd2Aee6jjNTuegRF36hnp19FbQ+sQVb0g2dsQvd7N5Wj9HammhaPZXjjBmro4Lt/9Uzvi8XmXFtbKd1ZRjzTSZCP89jNlkF8a/rozzTY5xERORdkTOM2u7ysT51YJEZ2yIzU2jkWjiJ5rqNoXgYnezEMPjrKcx7vovliwC3a5Z7kp15xrnDNLachFW7aL0zxL4dtdS+aCZiWkvTITfh1np2+AbwPuqjYuysIvMJ0Iw620dg0fJpnfTPnMwnidYy2O9L6Ytz2g+wh4Jsz/eJtPvDrleJk/U7Z+jU8j26n9vvzv+xIlPfvoXaB97bcnUCNJGdql1e6MhQk1gG3d+oYWJf0/HWCIXpVOn9f5yxLsvcAsZ6U4a2Pxlbglixsp8a38Sh8fvkw4QIwFkvzpk8BomIyLTNwqNdJutlcYY6gFjqpSvDHxPnpi66rnPWyfMaP8VNr/FybuqiKc95mW8sx1Nuy6/54EdNlJaVTuxNdgpSl2W+qQLvN6twLDQDDhqedNDTG8W5Kt6xg337AZxvhRieZ0pafjTDSdWoqX6Hpbj+ug7bvFLi3TLHRcIhPPd4p37SX2KjfE355I+p+JMK6vzu+P1VWZtPTvNeyMm2UfL9Wde5PSd7nErevaMWm7GWkWftWOnE+77GZmHF+nL6id6o3I92malHbmQu23RNfT8v0DFuysuabPtm+60UuPfZGZTxuDrp/pb5dzblWu3pdOA0VTnXJaU1wYwft+OyNT233dVEy9zD+L+yebyZ7tAw2G6lqrmJisnuGwGue1+ecsddHpq68m8JIiIis+8j165du/ZuF+JdM2Rg5P3MUREREREREZkpH+4wKiIiIiIiIu+KaTYEFREREREREZk+hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiF0VGvd1Lj62RgFhcRu2oQG5m98ceMxDCmNK1B8Hk/3eeMaSxstoTpPeSn9wIED65j3cFgfpNd6MV/qJfwTBVjyMAYyvzRtL8fgGiI/ldDRPMcPXzaj//0jK1VupEYxtUYECNyrp/gpdjsLet9IHYpSP+5CB/urSAiIiIyuz72bhfgulwOUP/wGZY/2YRn/sSPIifqqeldTvs3PVghHjaf6k2bhfuhdqoXA8MGkUswPGuFDdLhbYT6LrxLZ2P8JH/ooTl1u4xECZ7q5PiJIBGsOFZWsuHzLixFAAbhvgB9pkoql5gzzDBC4LEa/PYGujY5J1189KV91P8klHg3zOClKLESC1ZL8dg4Y9sd4FIv+77xNH2Xwb52Fw33ODAzyPkTAbjNS3nGpRgEn+8kdHP1xDIPnidwAso3urGll4ye1nqOjxZtaJBINIbJYqW0ZKxk+NqqcSTeBY9spJFM6z3Z92MQOuGn7Wg/htlEzDDjutuHd40dM8DvemhugYYuL5axSUL0HDnM8XMRzDY31ZuqcWYaWz4AACAASURBVM1LrNZAgADleFekr9WMONfBxiZo6Kok/ONmzrjbaVpjBVK/z5S1vBLBdt/4uNdrxpZ1OUD9w37s2b6fkSj9R5+m49QAsRIwYnYqtvpY74p/G4P9nTQnHz9EREREZMa9P8LoWT/rmuIn7ulRKETn4zV0F6UMNgahbPn4+2GDyCVXlnlMJnsYCx5cR9/t8RPegWdraHs5vuzIUDHWeeZE4KmgoSs1Ug3Q6WujFxLjgKWslGIAexVNtblOgZNC1YjB4OVhiueXYi5KTHtf6vgGfU8/TFukmj37tmAjTPc3dvDwz0opTeQ44wrY3FkWZ4Q4/xYwNEB4xIktdVunsKzcRvvKxJsLx6nd1kl4/mrq9lRlmDZKz8E2zrsaOPS5MM3bmjn+fx5i/eLU8dLXKXeAzlgyKmrbqUi8Cx+rpfa5MFZPHa1rc4S8023UnC1OGTjMIIzNK1XsFT/1R4vZ/sQhXHOBq/3s/0o9+284wLY7sgT+lnqO3bid1lYX0ZP17Kj3U9fqxVmSYfRkZ/2sawrgyRi8gvjXNRJY5I0Hqys97Nt9nLFLBdEI0RUNdN0+yTKmKVe4HN83xvfJCb+dCeL74Jk8l2v85jwhwHgjDEvTv9vwC7tpPltOyxN12OcC4W7qazfzpdELE6nHDxERERGZce/5MBqv4QQH9ixj2Kl+PFvN6EyWxIEj1Ij/bPaaSse97bTfC5EXdlLzmypaHynHdNbPuu8WkxplwEF1WzvVMBa2fW3JQTlXs9SkUDVaO5y8DS4HJo5+tZ+e06Ws3VeJzQRgo/KBtQS2naf6iTrcc3Oc6I+E6XnaT9/N5ZRf7mT3ITutG13x4DuJ6BvdtH3jGOb761jft5cddYNs/9sNuMpMSWUL0nfWTuUmJ+ayW6i83c/+Xw7kEUavw0iUgRfa2H3czPqd6+n7zg52vr2dbfe5sJoyjL/CR3uGmlH/usasizh/tpfYsoZ4EAWY68K9LEbj92qpea4YhlKi7BsBOl8vZ8uj8W1rvmsrawO1dL9SjXPF5GHbscpD6LkAkaUTa/IiJzoJLXKMD5hXwba28eX2P72Ozk/mrvsbHhokMrdyWrWE2cMlY7/7ZJET9dQcCccv5KSxYi9J35PShHvY39GHfVk5ked24/9UK15X8vwiBPvCONwV8SAKYCtn+aLD4G6gaY11Fo4fIiIiIpJqVsPohQsXeOaZZ3j99ddZvHgxDzzwAAsXLsx/BpcDtIWr6fom+Nf1zV5B82Kn+ivL6XzYTzBn7WqM0G9CmOeVYgIi4RCULR9vivk+ETPChF7pwX/oJIbLy55dFdjeCdL5rWY2+26l+r9VsXypHUtaeIsRemEvbceDRG5wUvlIK9W3WWH1AZynD7N/x5fYW+Kk4sEteG+zwqUQAzioLAMwYXc4MF6LYEy6xaJELkH4ShSITqhlzlpfGQvR/Z02jp+NYFlayfYnqnHNh8r9Tnp+vJ/aL+3FvKSCrQ95cSVf3JhGzegChwvTs3303+McqxntexWcG/fQsNKSFsSiofMYi5ZjH6sFteFYCsfeDMGKyevyB1iAlzP0X/YkXZiJ0N8Ly912BjIGqwGCvwTbZ0onnT9vddLo68782TIf7fc6Mn82HTdV0zDV4DsSw7gUou9FP/5TBrdu2kPTShvGqk4aWzZT46rG+8XlOBdaMBVZcSy14O/tI7yqMl5bH+7jzBsQutxIzQlUMyoiIiJSALMaRkeDKMDrr7/OM888Q2Nj9tqkNPM9NG2CrLWEHzVRWhal+xs1ZDpNttpNKTWSPbT5+seH2d246aU3RO4QA0CIMF58G+upORjMfu/kyHmCr5hw74yfnIffGsD0p9VjJ9Y97TX0l9ip2rWNisT9gJFwvBlj+DI452eYZw6x35xngAGsv4nhmZ+cDEebL9up2rWFijuepu2Zbsq/XhlvpvvMMQbnltL5WA2dpDfTDZ30c+xfy1m/5wc4R2sy5zqpbv4Rq9/qpeenh+kY8uG7IzU0mrCv8tH0X4oxm5PKU2TGvnILLSu3ELtqwJxETdUfh0nrNinoZ6fPlDPs8XofPVfBeKmPgXvXp9UyZ2Sys7qmiYpiM8lFY66digdbqNgUw3gHzHPHP3Ju6qJrU+JNzubiE1lW+Ggy/LRt24y/pJjhIRP2NQ1sW5E5ZA9n6Qgp/w6SbLjc0PbLCJ7Reyov93OG5fhsFzNP8nofPUNutrhMxHvuiu8fsZTfgnVNE11r8i1Hdsa5bjrftFP9eSdmIGYYULaA5ChcXFKK9Wr3NIJviMDBYxi3r6f1B86xGm7zkmpaDq0m9E89dP+wA+MRH24L2O/eQ91QG7s3H6e4BAaHbCyvbadpWXzbqWZUREREZPbNahgdDaLZ3l+3lCaHk6tIaQoLUD15iEliXePD+1hN1ua6xis99JSsZtcSYGSA4C9NlD94C3A+XoKa9pTpwvS9OIDJZOJYYADPfVOpYYrQ87NebDYbvUe7WXt78j2ZKc2Xa56k7lQn/m01RDBju2M7rbtcWIvi80ltputY20BdlqVabnJT9UiWG0wzdBRlXIkwXGIduz91tHxVu7ZRUVqKlYvxHmtLIPZOFG7fQusjZjqyNoON0vuTk5ju8lJ11k/HSQ9Nd01ejzZ2T++o1Pttx4pWRVPtAk6O1raOGhoEmHhBA7IEJDP2NT5as4W4Gyuo2wkLEm+tN9oxvXWRyAhj30k4BI7PLsgyg3TWNdXY13UTXBP/jQd/6sd+TxdW/Okjj0ToPtyNpaqV8rHa2Ap8bZWEk34Ladssq4kdP2Vi/K6PQF8xlYkwOviHMFhuIflnkbNZby5FDqp2ZfnFFlmw31GF746Jw1z3N3Dg/syTlLqqqbvRSh51xiIiIiIyTbMaRhcvXjwhgC5ePHM3AubsGGWCROjJ9vFIjBgmMt0qmJkVz1e81Cea605gBOns6MV+dzuOIoiePsbJoXJ8S7PPPXLiaTrf8VD39VL8DXvxL23FuzS/DnkiJ9ro+IOHur2rGWioHb+fM9PIRRaca7bgzKOGK9O2zRwobVR9vY6K5NrcxdW0t1UnlzIedBP34qWZ58I9r5PuU2u5dWWE7n8YxHX/LZjIUpsHhF/Yy9PBcnw+D+V/EWHzY/Xsm7OLbStz9zQ7ek/vmEz32yYZq22dpuQenUnu3TmphnWsnnTxclbfsJvOU5U0rbFinO3m2FsuNnx1Kg28nZSvaqTvrBfn0iB9pzyUbwLOpow2EqG3tZ7OIi+tfzX5Nmsqm2Rfm1Yz3Rjh3w9iutGW2AYpPR3nYq+iqbYiqSF3hmmzXWiwVdGwsyLRUiHHMo1BImUb1JuuiIiIyCya1TD6wAMPpN0zOlPSa1BGQ0+WRz+EIa2ZLgBO1n9zS5bHh2Qx3zPWXLdhbGCUnrZmeuZ7aV1lBSPIsWf7sd/XnlTzNFH05TbqD0WoqK/DudhM3aYgtS07iW2qY/2KHMsfMQi9sI/656JU7KzGaTbjfHQbF+ub2fxmNU01WcLslR727e7HldREOJPs2zZLoMzAeLOHw0eO86vwMMUlVjhRz8ajxdhvr6Tqbg/OseXbqd7lpfmxHXzpCNju2k7THRbIGEZjDDy7g90/M1O9x0e5GVi0ntZGE43f2s3hTz7J+slLRuilwxz+ya+4OFRMcRl0P7aRTpOd8s9VUb3KmXjcDeQTkOxfbGLbyhm4I7jIwfpdW2lr2cnGn5lgyIrn63W4pzhr5+0eGp8LUMlFQhsr8aaOcKWP/Q1tnPlkNU07PYla2Nxy1VYGD66j0ZjOA5FMuO4/wI/Gl0JFbTvLLwUJXrHiXGKdwgWiib0kA5NeaMg6XYKa6YqIiIjMvlkNowsXLpzaPaKzaamXrtSazOsw2ly3Ewf22wEsVOz4AcsxYSqC8OnD48E0kys9tD09wK21e8ZqQq2rGjhgO07bLy9CUY7a0SKIDFrY0LgNz82J8eaV42tvZ+CtYuzFWTp7+vcYg5cGif172trg+WYXnimsf05DffgbDlP8t+0cuC1pPUYMQkeb2fmtYVr3VY4/B7TMQ50/n6WbcKzbw4G7TRPu+TQvrqalI1GHmVoLmCL2ip/6I8Vsf+LAeE+3AFdDdH57J7tjrbR+frRk2cPKWEAfmiSIjXb8k9QhTviN+D3QoTA4kysmy9z4WrM9XydPSyvxPldDTZMD75MZfnslpTjubmL9CntePSJD7lYIw1Egy4WTtOmMQRgKZ7gfdPwe6sI+3zP+HXZcSq3xj0u/51xEREREZtJ7/tEu713x5rpnHk66H69ovLmvbU0LP8rVJHZeBQ0d6THHvKSKuiWQ+9EuZsrv96UPLrLiuBm4PGnhC2MkNvPzLDLlHaJyydZh0IxL9Awbb6Y7jHHuMPt/aqZiZYzO7x7G/vX1OOdOPpv8WXG5HcDyiT0CjzI7qJjiPZnTfbTLtO//LDD73fnX+IuIiIjIzHmfhFEn3q7J+i8txvQJK6X5PIcw4+RmrGVkqQmx4vlmht6N5nto6sq3PrEYc5k12wIKY5Leh9PvxZumknK8jQaHj9Sz+eAwxSXFwDDDQ8UsuK2KlscryH2nIsS/8y4AwlEPnny7ksn5PYLpdi9NxmEON2zGP1RMcQkwNMxwyQJu/WILTSsmL1liQZP+3lJ7hrWae9l/xEbFrjo8N4PnhJ/9T/WwbewexuxKHTm2wVIvXUmdYqX1fpvyeUZJHSqFJ1mPdJN3XpSv6femO62lYfqEleiJxONc0kzs9VpEREREZtZHrl27du3dLoRkNvoIFNMM1ASKiIiIiIi8lyiMioiIiIiISMF99N0ugIiIiIiIiHz4KIyKiIiIiIhIwSmMioiIiIiISMEpjIqIiIiIiEjBKYyKiIiIiIhIwSmMioiIiIiISMEpjIqIiIiIiEjBKYyKiIiIiIhIwSmMioiIiIiISMEpjIqIiIiIiEjBKYzOktilIP3nIsTe7YLkLUzvIT+9F5KHDdDpq6Hz9RyTRUP0vxoiOt2lnvbjPx3Oc2yD4PN+us8ZMzvvmIFhpHxTQwbGUJ7FEhERERGRKfvYu12AmTbwbA1tL2f6ZJjBS1Eq6rvwLs1jRpcD1D/sx55t/JEo/UefpuPUALESMGJ2Krb6WO+yADDY30lz73Lav+nBOjrN1RA9Pz7M8bMRKBqdD1iXVrH+ryuwz81dpMgbPfT29NF3LoyBGdsSF7cuq8Cz1DpxxCs97Nt9nFCmmRiDRMo2TCxXvMScPxGA27y4F44OG8a4FIHhHIUKBWhugbpnt+AqyjKOEaLnyGGOn4tgtrmp3lSNa15iqQMBApTjXWEbGz38i8N0/KyPMDbc67ZSndimYBDuC9BnqqRyiTk+aMQgeMrP8RMDROY5qbpvPRU3m7POO5PIi83UpHxXwSMbaaSBrk3OnNMmxsa/rhHy/W2JiIiIiMh7PYxG6Wmt53jGVAXD0QjRFRMDg+PedtrvzTR2IjDkyfjNeUKA8UYYlqaHmfALu2k+W07LE3XxEBnupr52M1+yWCktAYxBKFs+PsHIAId31HP+v7TQ0mbHPBZGDUJHm9m5I0xT+3ocGQOdQfBgLc0D5Wx9aCtNmyyYiBG90Mexp2rZ7KijdZMT8+jo8yrY1laRcb0iJ+qp6R1/H31pH/U/CQHDDAK019BfAuDG1zZJEBuJEPjJGQCOnarCtcaaYaQIgZZ6jt24ndZWF9GT9eyo91PX6sVZkj529HQzO561sr25HZfRTf2OHfgffRLvElOGeccIdtTSHKpkT6sPy1k/tQ3NxJ5owjM/d9HH1zvOSjeNvu74m2U+tqROcNbPuqYeLGWlFCcNdj/UTvXi3MsSEREREZF07/EwaqGitp3MsQqCB9eRGi+DB9fReNqC1VKcPkGZFXeGwWnCPezv6MO+rJzIc7vxf6oVr8ucNEKEYF8YhzupNtNWzvJFh8HdQNMaa1ro4w8hzl+xU/7ZpCAKUGTG/tly7Mf6CP0BHJlC1IUA+08twHvAi3u0khATlpvceB8dJrx5PwFPO1WjNZqXA9Q/3EF4funEZSVY7aaxQGVZuY32lTAW1mvak2r3gpzJto0u93P4O3s5adpAays8vaOWnZHtbLvPhTV5mW8E6Hy9nC2PujAXgfmurawN1NL9SjXOFeaUmYbpOdrPLesO4LIAlko2rDpO/Yu/YsOSctLi6NCv6DkRY3VjJbYiwLWW6k9v5vjpMJ61iQsIp9uoOVuM/YtNbFs5tvHi673CIHT6OJ2n+ggbZmx3VLLhc25sZggezLTSFfjavORTVyoiIiIiIrnNahi9cOECzzzzDK+//jqLFy/mgQceYOHChZNPeL1W+GjPq3llkpEYxqUQfS/68Z8yuHXTHppW2jBWddLYspkaVzXeLy7HudCCqciKY6kFf28f4VWJIBTu48wbELrcSM0J0mtG57tYvriDY0cC3LKpAoclHq1i0QF6jnRzcfFaXNlq84YMDCyYM9QkUmLGwhTvbwxFiACWSUfM4HIvbd/203fZyvKNTRxYEQ/XTfsd9Px4P7X37sW8tJq6nZXYTRANncdYtBz7WNltOJbCsTdDsCLlO7oa4vwlK84/HS+Z3eGCgwOEKMeRWpYLA/RTjm/R6AALTped/WdDGCTCaI7fQuhoLTvPVtC0sx3H3Ai97TvZ8TQc2O6Oj5AIsu6H2qmezrYSEREREZGsZjWMjgZRgNdff51nnnmGxsb8m8pOZBB8vpPQzdWJ+wVjGAZYF5ROGKvYbMX68n5qfJnnklpDNi5E4OAxjNvX0/oDJ9ZENZx5STUth1YT+qceun/YgfGID7cF7HfvoW6ojd2bj1NcAoNDNpbXttO0LN5UNa1mFCueXQdw/lOA7u/V0xaOd8Jjtjkpd+/iwH+2kVpPOOZTHqoX1+I/2It9q3u85nEkQu9BP32Lq2n9VNL48z00dXmybsmMLgzQD5ChWXJPouluvEmqm62Pl+Obm1JPOddOxYMtVGyKYcRMmBMfD49kXlws0/AModtkNsPVk+z19VEMGFfAlsiK/HEYAxOm5JrYj5rgXw0m7+IowsDZKA53BQ4LgBX3SjdtTecJkVhAcpA9O+kMU7bT5OOLiIiIiHyYzWoYHQ2i2d5PTWrnNYNEwmD59MQIl/2e0UkUOajaVZflMwv2O6rw3TFxmOv+Bg7cn3mSUlc1dTdaKQV4vZOap3ozjmeEg/Q8F6Tnufj7jEGmyIpnVyvWo372bfUTMZkxY2DErDj+ciutW5OaxuZY1kR2qnZtoyLRkdDAz08yWGKCf+hh4K8m3rtaMdZ0d4BOXxv5zJ1lPtrvdWC90Y7prYtERkiUMUI4BI7PLkifZq4FK2EiUSBRS2xEI1C2ll1tVdiIEHisZrzpsNWKnSDRq0CiuXT0ShgWWLECkZwFHK3d7mFgWXW8ZvSlXky3e7FD5s6fJlExoYmziIiIiIjkMqthdPHixRMC6OLFM1hdFAsTjZqwl43Wck49KI3L0FHSiMHg5WGKU++7tFXRsLMi0etqjg6WknutXVxNe9t1NvQssuK6pw7XPaP3ymbp6XU6y7rUTcfzZtY278L8wx3sPeSa2CHSGAfVbSlNVi8HqH/4DMufzNJp0OLlrL5hN52nKmlaY8U4282xt1xs+GqG2umSWylfMUzbP/RSVePGTIjun/Zju3MDGfvDLbsV98LDnDwdwX2XFYx+el4axv1g0nbJcs8ogP3uVlqsx+lsqUncM+plz+fc2WuoMxkyiGXqW0lERERERHKa1TD6wAMPpN0zOmNMLtYf+FHSgHhQWv1WPyHsuG6ayh2RGTpKGg1Zj+fqmTV7B0vpzXTjYZmCNOGcJJjbq2iqrcACRPv9NO/twbSxlaqbrfCIj/P1jdSGvdQ9mvmRKOHTfk6yetJHpgBQ5GD9rq20texk489MMGTF8/W6pI6Ykpko39jEhoNt1GzuxISBdUUdu+7KthwblV/dRvipnWz8qRlGTDg+twvf7UnpMNf9w0VmSu1OVj9YmefvpYc2X3+886ehYYZLiik226h6qDKPaUVEREREJNmshtGFCxdexz2i6bWOxhUYvpToIChZUri6+GIzzTTQtWla3fNMUbzZaMclK6UZqtOSe63N65mdMya+LFeG517GQ3JsrBimjy+gfPuTVI0+y3NeOb72dgbeKsZuuphx7hOe31lio3xNObZMnSuNKnPja3XnGCGJ2Y7nkVbyvuO1rJwtjeXpj2LJU7bfi/O+QxxKriNd6qWry5tlLkH8KUMiJ+ppw0dTxsfdiIiIiIjIe/jRLrkf6/JeYr+7YfZCR8Z7QK1YSe+kaTod55gXe6hKHVhkxXEzQOYwOsFcJ5UbP4APOykxT625bopIeICBUD+RNR4UR0VERERE0r2Hw+j0TL833WktDdMnrERPZKitjS8tqZOgYsxlVnoP1lCTuWQTOhQaM637TXMva2KN7eTzSR15JrdxqcODh9LJRwTAjK3cQ/mN+cXEfOade12yfCfpc0nbTs5NXXTlVUoRERERkQ+nj1y7du3au10IERERERER+XD56LtdABEREREREfnwURgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRgpu5MPqHn9O682s8cjQ4/XkMvc07V/9IbGTGSiUiIiIiIiLvQR/LZ6R3Qif5fsd/55XQH4kBcz6xkJV330fVf17InNGR/v2PDP6vt4m8828TJ479kXeGYplnXHIDc0zjb891fY2mnjI27m1g1SemvC4iIiIiIiLyPjFpGI30NLO94wLm2+5k5+Y7sZt+T/9/P8L39jfzi988RNt9Tky5pv/53/HIkUsZP1t0XwNf/4s5YzWh0aHprIKIiIiIiIi83+QOoyNBTv3kArElVTR/+U4sANzAHfc2YGUbDYFueiudrPwP2WdhvbOBZ+9MGfj7kzRsfx64xEv7DnDozetbCREREREREXl/yR1GBy8ycBUWuZyJIDpu0dJbIPAab10EcoTRjM10r75DDDBRxqqvP8WqxOBzHQ/R1DO1FRAREREREZH3n9xh9H+fh9UEr/zmt7xzZ9n4/aFA+HcXgHlY/yT3AnI2051aWUVEREREROQDIncYLflzPHd28osTz/Gd/zSPmlW3YCFG5P8+QvvxK5iW3sMdn8xnMdk6JbrEqW88pGa6IiIiIiIiHzKTdmC06O5dNM87ROtz32Xrc6NDTdz02Xto3vDZtOa7eRt6m3diJm5/+Bu4TfEukPqf/Rrt/2O6MxQREREREZH3i8kf7VJ0Azfd+QjfvTNG7OofiWHCNOfjmIpSxvvfFlB+559j/9S8DDO5xKHtD3EodbDJxGc2NLBz+Q0AWEqmswoiIiIiIiLyfpPXc0bjTJjmmrI/xmWuk7vuc6YNtn72q/jLUzowKvo4c+bkeiCMiIiIiIiIfJB95Nq1a9fyGTHe0+1nqP/BZpZkHOM1Dv3NAU5VbObZDZ+Z0UKKiIiIiIjIB8sUakYB/o3o1bd5J+Nn72Bkne4Sp77RmGdHRdk6OxIREREREZEPiimG0SDtX/7aNBZTxspt38Y9knssdWAkIiIiIiLy4TDFMJpHM90sU5rm3JD9ftMEdWAkIiIiIiLy4fDRd7sAIiIiIiIi8uEzxZrR12j6m4dmpyQiIiIiIiLyoZF3b7oMvc07sclHw/Rx5pRM87EtQ2/zTizLc0xFRERERETkAyP/MCoiIiIiIiIyQ3TPqIiIiIiIiBScwqiIiIiIiIgUnMKoiIiIiIiIFJzCqIiIiIiIiBScwqiIiIiIiIgUnMKoiIiIiIiIFJzCqIiIiIiIiBScwqiIiIiIiIgUXM4w+pGdP39X/wGEI/+iV73qVa961ate9apXvepVr3p9H7xOxUeuXbt2bcpTiYiIiIiIiFwHNdMVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRgss7jMauGsRGUgZGQ/S/GiI62cQjMYyrMSBK6NV+QpNOMH3GuW78zwcxLgeoX1dP4PIUZzASw8i0rtmXSPB5P93njCkuaPZk/K5mSfi0H//pcAGWNMXtfKWHfb599FyZ3VKJiIiIiMj0fCy/0YJ0eBuhvgvv0qTBv+uhuQUaurxYck1+roONTdDQVU5fS3N8PmkTROlpred4KPF2aJBINIbJYqW0JDHMXkVTbUViWQYDzzWy+1gI5pez9evbcJeB8bs+An3FVC7Lb83S/KGH5ofPsPzJJjzzE8NGogRPdXL8RJAIVhwrK9nweReWong5wn0B+kyVVC4xZ5hhhMBjNfjtDXRtck6zUFOR5bu6HkaIniOHOX4ugtnmpnpTNa558Y8GBwIEKMe74v9n7/6Dm77vfN8/tz7yeKNDj7wUXe4V6UQnG5MOgjzYRAAAIABJREFUukyV5OCTRdCDTwbBaZy9MRnqnAZyWHMoBF2lLizUqWuC69Q1C+vERymUg5YWaOMy4E7jdsGZHOUsuJt1tok6jDIbnGaVadAsVyy1tt5v6rHGzf1Dsq0fX/0wGLVpXo8Zxuir78+Pvr/en58OkwVH6ff3MVxs3Vm/KcR+cpITPxohhgPPxh00u6e/yU3nwut2PtzFLleSsatjJH9TzgFGCG6c5zQTEREREZGiigajiVcO0f6DKDDJGEDAR7gGwIO/r5m67LkJ9bbTH46TwIbdBmNXE2Cz07jSXcau2GhoDdAAgEHkWCudLyWwrthOz1YXeWHeWwN0v2hhc99xHD9qpfNYCFd7QxnbyQh6pwzGrk1SvagWaxWpwOix3PkNRg7vpC/ezIFD23EQY/Bre9j5o1pq0ztlXAeHp8DmjCiX3wUmRolNuXBUFd+7yLGNdEZbCDzjxZ4xPX6unT78dK23w1v9+L6ZE4YZY8QXbybwjFlQmCkdHJO/jent+I6P4p0JzOIM9bRz9pO76e11kzjfzp72IG29LbhqTFafpY7mvgDN6U/JV/v4fO8ozYcCNN2eP3fiQjd7XrCzuzuA2xikfc8egk89T8syS/F1XwqysSuVKTIT7ueWiF8KsrErhG1xLdUZkz1PBGi+u9Rx5DILXm9BQHttiPadQdgSSP3uWdK/49ve7OO+yW058/Y/QnDjCPXzsQ3S5/dL05/qaEln+kSObaSTSmXYiIiIiMjvgqLVdG1rdhHoCxDo3cEqYNWOQOpzXiAK08GkfzWw2k+gz08D0OAL0FxOLDqVxBiPMfpKP92t2+h+p4Gu53tovHYIX2s3/a+MEsuofjr60xCGZwPexVZc3nXYL40QGS/nkFP7GegLEHi6GSdOmp9Of84ooZsxHiZ0oZYN/70RhwWwOGj87xuoHXfQ/EyAQF8HzXcUOqYYocNBRu6sp/79fvYfD2OUrD5bRx1B+s7FC89yd3P6d5j91/GIs5yDT/PidQYZvJQ7PcLgcai7K2PS20P0v1VPy2NurFXg+OwONliGGHxtjtWSjQgnToxgqRnj7P8cIp6XDjFCZ8Is3bgBtw1wNLJ5bZKhl98gWWrViTgQJ1Hy92/An5Nucw9EIX6un+iWwGzQdm2I9o39RO8qupi5a0O0H4sU/n6tF+fxQfLmuDRIkDqT6/AmtnVXHdGuYP625mkb8XPtqYDz9OnUv+dXcfHZIeKAa2uAlmj/3KvVi4iIiMiHVnltRt+OMAJcvDCCAYy+4MPn9+ELhOZxV64wcuY8b0wspXnft/ludzN1i5w0th3n6L5mlk68wfkzw0STAAbx9wzq7kiXAt5eh5tRolfncXduQtKIMfrKSfZu2cNAVTMH9u1i14EOGt45yDb/IQZfj5IoEmGt+mIHzuN9c3sx/00S/q01vwTZVJQlDi9Dr+UEDZdGGFq7ilUZkxLRyxh3LcU5UwrqoG45RN6JUpapJPFLgxza0014RRtHD+9j3cQJWttPMvxuRuPh8SiXr9px/fFsdoCzzg2XRim+pTjDQ2EgzPkLRQL4eZMK2FfdN11SGWfo2Ss0n+6ieS75AUQIbtzIxmfBX6w0MLqEJWuHGMnJOIi8NoTXs8p8mRvdlrMZ/5YoncUC1pvcRp0jp4T37SukfjU7bg8Ef3hTobCIiIiIfIiUbjNqRAg+dx7H51pwvtxH56k2Oh4NEHiUmeqRGTOTuAbcZpCcAAMwEgap4sYQff5UMJtfmTZBqO9Qur1omOFzhXcnnLDQ1erC+Ne8HeX8X/gYmRqDxeW9pCd/fplRRrH/PIl3UWZV0Cj9T/sYrHLStG87DSsP0/c/B6n/amOqmu7/PMvYglr6v+Kjn/xqutHzQc7+az2bDnwb1+L0ehe4aO7+LuveHSb0w5OcmPDjX2nW0naUK//koqXdycZnh3CbVKWdFj/Xjm94FYFnvMT/KQqLbDPBaCjgI1zjpGnfLhoWmix8Xz3e4yNEtrpmql9GXhvCuyJAZvQ3WaAkt6wOkq4O0b7rBPG6VTR/6Si77kzt3abuozT83QDBr++kz7qB3t4mHBMGBjasGVV/LVYrjJ/noH+EasyqQxtEz/Zx4pde2tqqOdzdTp+tC//KQilWXChdDb1o1d1LIwzdtYrAdHti7HifaQEos0Qxs3rtaVrKWMK9wkvwtQgty2d+KUZe8lL/PESPz+O2ojHY6qflKz6Cl8qtblz+Nuzrm3Fu9NFOgK71cYLpasHTR2W/bxV1OeekiIiIiPz+KhKMJom/1s+hwHmMNW30bHBh/U92Th7sZtu2e9hxaBd5zSSnolyOAAtjxK/BKDA2GoUVkKoiWc/Ixk6TbWW2F027NkR7bkdCGftms0Pi/XTx4oSBgZ0NXw3gibTjK9pjzrQ4oR8N43A4GD4zyIYVTRntOZ00P52xXd/ztL3UT3CXjzhWHCt307vPjb0qtZ6hr/i4mLHmug0dtBXYqu0OD01PFmpgmmF5Cx2vbaTvnNukvWCuBAnDhnNJLaRa99LgC5QIJlw0bumn71w8tf5rQ/RHW/BvhfD3Z+eyf9KJ5d0rxKeYOd5YFOo+s6T0MSz20vVdb/70KiuOlZvoWLlpdtoCG3ZixBNAOt2NRBwWb2BfXxOO3HRORhnoaKc/tpSWAy24F0PvPgudPT62jHZw9MHSu5erdJpBPBYFZ33BDIJSIsd8BN8Gb/sc2mAub6Tl+30MXUudk6lqwn5aCM//trDj/WIL7TuDRMpoJzq3bbhoafeyscvHxuPA2g5OZ6b3IgdOLhK7Bq68a15EREREft8UCUYt1NY68e47SkO6RIuFbjZ1HsWbALsN+EX2EomfDBJaXEddYpCDfwnG3XXYXwkx8qnyKo/OdphEqnMhJok97WMwHSQ6H+5i1xobYMF1Xz1jfzVIeG0L9lcGGV5YT9f/RbnFU8TPpUvUDq5jtKOV/ced9G5xm1dzrbLhWr8d1/o5HkOacT3OZI19psOjFAdNX22jochLt2trB86NfQzd10XxZrc2PE8eTWcOjJXeyTT7favg2TDx9V746UXw+PODrLtXse7j++l/qZGu9XaMS4OcfdfN5j8v2n8ypr3dTowRT5DXiRArthN47B7qV0/S99fDNPk8WIky+MMwjgc2Y9olk2UJnsf24bm7Lh0kg3VZMz3HN5DEguWXZQ43M2GQNOsf6RZxbT3N6a2pDns2dkGdaedEuVJVWPt+Gse7HsLDsOqLpcPhG9sWsMiLf0s7vmMRTm+dv23Ez7XjizVz+nS6/PRSkI0bR+anAyYRERER+dApWk3Xcpcnr0pt7MW9tI54CRxoxF67FO96qAVIhuk/FqVh7/M0xvbT+h3Y/FQbjh+20v0t88q5uWxrdhFYY/ZNulRsYnJminXldtp+3k53y+dhgZuWzk3UVUHJVoNTBtEfH6L9+wka9jbjslpxPbWLK+3dbHunmS5fgcD5eohD+8O4C1V7LXgM6X33dJQXCGSZra7bUagw9d1+Ov2DM0PhsNaLSVmkuUVuVuFj8JKbJcNOmp+xk5eCVXVs2reDvp69bPmRBSbseL/ahqdULJrTky4wU63b32cefNRv6WLzsT582/qxYGBf3ca+zxbqHdiCfVkdiVcO4fuZe3Z4mCoLhWPLEH3+cCoQnphksqaaaquDpicaSx3MvJsO4uLn2tl4rLlkL7L2+1bBzkEi9y3horOZrkXk9xg8T9sCsK+frq7bMU/biBMehpYvZkxf3kjLXT5GLrXg0pA6IiIiIh85ZY4zmjYeZvCv4zA+wEC4ge1uDy1b0t9Z3GwPPg8WCyzr4turwVIDbHmeb7tP8Pme0quPn2vHdyqGfaFZQGjHWZNZnmbF9Xgv3318TkcAVRAfs7G5cxfemRLfevyBAKPvVuOsHjFf7jeFxq20433mdPkB4Fylq+v2D9eRKvrMHo/VvtCK/U43jo8DNUtYer+Fyy8VWV8WO97PpapNsraD04VmW+zB31tG1eKbZXXifbJ3Tmk5OTFG/J+TTOZ+schL1+mMNS1vmS2RyxMhmDMlayidDHaHE4ZjxHHdcFXdrPWt7yqc7pkWeWleu5HOneBtL2uJG99Wau50dd1+uMtJ/U1vw47DOUr/T+N4p9P0WpiLb9ex6v9Mz3ItRhQn9aqiKyIiIvKRUF4wOpUk/rN+Dj13HtZ2EVh+kc6eVg49tpuWtXXYpttaWmbLpCzTHdFUWTInl3ZHMx1FOu25eVbqH/fnT66yU3cnZZc2VVKqum4nUQ+Ytq/NEuHyXFa+vB4vQ7BCFSUzxWOjjEZTVZizzsXl9Xi7RojDDZyjqbFIh/KmlzdWqGuFF16C+rJKEW9uW0C6uu5FfAU7SZrbNlxbA6z6Srq9KJA5zigA/3SF0bX1qrIrIiIi8hHxBx988MEHxWZIvnmS1p7zTN65js1/1oTn9nRp4rUIg98LMvB6grrHe2j7z0VezRNRwu+A816Dsxs7od28p06z9pZZnE2z1TFLGY8weCaK85FGXAvKWSCtUMdJ10Mc2j9QeJiRgvs2XU23zPZ6Ny0VIBRK4/kWuxDkPOtoWV2oOm2Gt/rxfRP8puPUlmIQebGf6J3NNC6bLTkvdc7MtjMuJtW+lWK96GaIHNtIv6NSv+dHReo6ufK5ypy3IiIiIvLbVzIYZSqZ6hCm6ga/l4pLjhtwm1W/yS1T2YD/oyBybCOddJTVnlVEREREfj+UDkZFRERERERE5tnHfts7ICIiIiIiIh89CkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxNxaMjkf48anjHP/b9+Z3byZ+xfvjvyY5Nb+rFRERERERkd8t/6bkHFNJ3n//19nT/nmU4Zf/nnf/ZCmf+7//XfZ3NR/nNkvG5+SveX8iab7unHnfPP1lukKL2XKwg7WfKO8ARERERERE5MOndDA69r/4xu4Xedvsu789RcvfZk+667EOOh9YPPM5/jd/wZOnrpqu+q7HOvjqn9w2UxKamChzr0VERERERORD7Q8++OCDD+a60Pt/9xwtRy7D//EZur/+Oe6omuMK/vk8HbtfhMe24Xn1KMffyfxSJaMiIiIiIiK/70qXjOZ4PzrAN4KXsXzi41j/v7+h57v/nkOf/w/cViggNaumO/4+ScDCYtZ+9ZusTU9+88QTdIXmukciIiIiIiLyYVNeMDpxnXff+nuGQ/+bly79Gvt/bKL7vz9A7ej3+dpzx9n+9+fw/Ol61n7ahaP2D7FkBKZFq+nOxxGIiIiIiIjIh07JYPTtF3bxtb+1UPuJT/AfVm6gs+XT3PHv0r0OfepzdD/fRPyt/8X/vvgyvedPMfYvS/H9jydYUZO5lkJVb6/y0teeyKmmKyIiIiIiIr/vigejyV/jeHAfRx7MnPhr3h/P7l33337yT3jw83/CgxnLUfOHxbc88SveT1pYsfNreCyp4Db8wpcJ/G3xxUREREREROTDr2gwWqyKbXGfpv3b21g28/kqx3c/wfHc2SwWPr25g72rPg6ArSZ3BhEREREREfl9VDQYtT/QwQsPmHyR7g337YZtvLD500U3YP/MnxOsz+nAqOoPuS1rMFIRERERERH5KCljaJervPS1zjLbdWpYFhERERERESmtjN50F7Nm1zfwTBWfK/43f0HbmULfKqAVERERERGRWWUN7WK57eOUqlR7W02xOcoLaNWBkYiIiIiIyEdDGcHo3Eo1CyknoFUHRiIiIiIiIh8NZZWMAnDnQzz31XXYb+HOiIiIiIiIyEdD+cHoOy/y5H97sfR8ZfSwKyIiIiIiIh9tZfSmC8n3f0WyRHvPGZY/LNF+tIiJX/F+0oLltj/EUnVjqxAREREREZHffWUFoyIiIiIiIiLz6WO/7R0QERERERGRjx4FoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCquaDAai/8Lsfi/zPxff/VXf/VXf/VXf/VXf/VXf/VXf/W30N+5+IMPPvjgg4Jf7v2bOa9wPn3Q85nf6vZFRERERETk1igajIqIiIiIiIjcCmozKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRiis7GE0aBkYyZ9q4QXJqvncpx3vDBI8PEyNCcONGgpeKzRxj+HiQ4fdKTStiPMLg8UEi4+XuYJL4m2EiV5OlZ50HyasRwm/GKWtrcz6WmzDzO91qo/T7ffS/dfNrMt4cJPhiBKPEtN8dCaKvh4kmbsGqr4c45D9E6PqNLV7wvJxKYozn3jgMjNybyW9RwfuY2b4Xc5NpeEslooRfj3IrTp08c7wXJF45hK83dGP7Npdz6a1+fP5+Rm9kOxQ+x+fnPnLj97XYhSDBC+Xfeeec3vN0vc51P2/OLbxX3hCDyItBBt80bvo8rKipJEah+2OZ58XMdTPH++OcrqFb9fzKMntOjb7gw/dCeb9g2ee9WXpOGBgTZW1G5EPt35Q3W5zQ131c9AToWm9PT4twoqUT2k/TstxsmQSh3nYGoumPE2PEE0ksNju1Nelpzia6WhuwTW/lwiE6vzVCvMpJ01MdNN9thbHLDJ2D+i31ZeznGJfPDcG9LXhuLzwteTVC5Lod1zI7ltxVTMQYOTdC9YONuBbMTo5dCHKedbSsdmC8OUj/O06aH3JhZYzw97pz0iZb5NhGOi/YsNuqc76ZZOxqgoaCaTgtztBXUunvp5/u4VUEnvEyvbX4pSGGzoUYiRnY72ygocmL53ZrwWOZNvqCj75Xi20XnA93sWuNLXWz3z9AtND3M7+TB8f0l0aU0Jl+hl6LYVSlp00BH3dQv7aZpjVOrGYbfasf3zeHc7dE075dNCycxLgah8msI6Hf38fMEsYY8XGwLqrFOr3dnHMNwPjFCEMj1TQ+5JrZD7NpECG4sdi5Xq7U7xh0dnB6q8t0DuOdECe/c5KRq1YsUwbW5c34t3pxWgGuEOrpTu3H9IFMJQi/eILBV0aJTwFVpNK4yk7dmkY2P+TGVmW6qezff8pg7NokkQ4fA9Pz3+8n8GgdkHqBbf9Bzq+f8f1YOP+8BODNE2zpgo7TLUwfcfzlbnxm8xYQObaRTgqnWc5RzfFcKHIfM9l303SAVFo8kGTs6hjJ32TtfYXOHYPoKycJnhohbrWQNKy4H/HTsj59jf0iRHdP6lhmroEbvT4BxqOEvneSgTfj2Jc1semxhvQ5St69wDTNMn6DyYkx4v+czL6kp73Vj++b4O9rpg5SQfU74LzXiY1S55LZMwgO+oeZvhPP3L8K7WcZ53h595Gc8zJv/Wb3tQxTccIv9qeuc6sDz4ObaVzpwAqMjQ4xRD0tq6fvvDnHncHzRICGYultovzr1fwYLZ/x07uhzmQ/i251/u+VQPz1foJnhon9itl75ccdeB5pofnewkdX8LoHjOtxHI/NPv8Trxyi/Wfu9PmdShOe6KB2ZIgRSyONDoP41fyf2nhvmKG/vsjImzEMrDiW1bPqv6Sf5ZkKPItneWavlzwFzsNCy/4yRPfOi6x6vgvvouw5C50X8XPtWdNnrpsvYnJ/hFSBwXl4IPO9rdCzOONIbvnzK/fePXtO1Rtx4pm/4JRB5KUgA+dGiS900fTYJhruTO11uee9WXpGTm2Zw7Nvvp41IpVXJBjNfaDZ4VwnvnOpT54ntpdYtY2G1gANABhEjrXS+VIC64rt9Gw1ubkkQhwJXMbdfpzGWDetfzHAPUc3FbihFtrPScYAAj7CNZAKYLx5SxR8cS4i84ZS6iZparWfQN4NJX3zmDbzkEkFqaQDd+fD2yl0K0pc6Kb1WwbN3+gicLuFxOtB9uxqJfrMUTbZCiyUVvdogMCj059KPPwXNrCrryFjX4do33ECm73QRgyGD7dz0rqbQJ97NhAAGA9z5IvtHKk+yq6VJik4aRC/6p4NAq4N0b7zoslDbOZIaO4L0Jze7shz2zj0E6j7XBdtq3P2LzPQNcZgIkanfzD1+X4/HSXS7KYYUS6/C0yMEpty4cgNEidGCHachC/0cHy1HaYMwkd97N3Wj32hlenzO+NXIHpmD92XGunt9WevbyrGYEcreyZ7OPo5p+nuZP7+iVe62Xk4jPNPu+hYm58ItjW7CKyZ/Rw5tpFOI0qoty917RljsHhV6suczAT7Yjji96U+OJvYfnfu2lPXQSgzowqyXhbKZ34uuB/rwX9/4as1NHPPyDCRm9rpwGlBo/m941rh18ObVuLcSb4WpP0U7PjGcTyLSF9je9l2xk6tFZNjuYnrc2qUk3v2c/nBAwS2Wgkf30N7XzXPt3kwu3xyz53Uy2qZwdBkzou7WVBdUOYzCEa/s432Hyep/0KAlmWl97Psc7ys+0gq2HRnvChGjm2k89xBfK9WY3Ztz5iKM7S/lbP2HXQd8mM3wgTbWmm/2kvvBrMX3EmS/xzHtt48gzSec5rGz7XjOxVL32NIB+0NWZkw5cm89gBGOdnSzpVF5QSfOW7BvTJxoZvW71jZ8Y1A6hqZdm2Yvi+30v348/nPi7Tcc2NWOqM4Y0p25spsJkNtkcONn2un9cVaNn9pB11bbVhIkvjHEMGvb+P8Q73Zv2PuszjTpSAbu4wi11bub1TOslH6n/YxmPsbZF4Pme9hWdeDk3p34eNOMStEKO3WP79y3ifvr8f8UJJETrTSHW3kQK8f26UgrR3dJJ/ND+Bz5QbJdgaz7iN5b9mXgmzsCmFbXEtm0YbniQDNec9VkQ+PIsFo+kE+HiU00M/Q6zGMrBzZCMFia55KYrwfJ/bTi5x9cZBITSNdz9dz+VgnvtY6vA9tYNV9Duy3WbFUgXFphMgdjWxfbsVe10j98SOM/GM5wWj2C0e+EvtZFoPENeA2gySQfD8B40Z5VWXnYuYhkw5SfYH0i0ucoZfN9yvykzC1Tb003p4q47Xdu5mWlUMcGRllU34cXlgiwsjbwNUwo1tc1BUoTZuZ/dIIo5Z6Gu8sNEc1toVWJqNRYr90UbcoXQY9lSR+NcqVCSvOvJLim5QYZeh4Hyd+3oD/Sej/5h4OJfxsWu/CPl0EfnczgT7TRzEA8XPzu0szpmKEDgcZubOe+mv97D/upHdLThAwGmE46aFjdfrFo8qKe6UHXoHtfS24cjMvAGutHcsvo0SvGtgXp64lppIYV6NEf2nBXlsku2QqiXH1MsM/OsmJ/zVG/WcbGP3OTvZGN7PpQQ9Lp9dXkGPm2ksFGOnJ6TSOvz5A/49CjF4H+7JGmh7x4loI8XMh07U1zJzv8yAZZ/hYJ4ffSp0LJ3pbOZTYTcvaOtOSYtNtXwqysWue9udmlHHuXL40TPL+jtmX7AVuPPdDiO2pTLC8Y7nx6zP5+nnOT65j3zoHVIH7kWaWbutj57b+VGaCSRB/c0L0+cOpl6+5rjtpEI+FCb3Qz2DEjvez1YS+7iP+UDPNDW6W/NHNneOFlH0fmcmkzL+2Z/zjEP1v1bP9KU/qPmZzs3mzh88fCzG6YVOZGyrhjmY6pjNY0i+8M2meFXSUzwiHCE24aVmecQ+60IfvUnVWiXSeW3SvvDIaJnlfW3YgCrDIw6r7+ugevQIFgtGSqnKulXf700FFdlAcPdOJryrnHB4fJnjcYMOhLrwzwZgF211edj1l0LoryLCnDY9J7abKcNL8tEnJaOb1UOQ9LH6uncGf34LdusXPr3wRgj8YzJ888Qahc0nWdTamMk3cG2j+1DYGLsTwTmcWFTjvbWt2EVhtEL0wQP9LI8QMK46VjWx+0IPDCpFjZvvdgL9vrhlFIr/bSlTTjdK/Zy+R/9RFW28dtl8O0/flPRzhKLtWpuZIlSiYVQu5wsiZEPHF99C8bwNOW+plp67tOOsSUSKvjnD+TJRVj3qpq4LYL0ahrjH1MKxxsvQugzf+yaCM7O+U6Spnr8cwFrpofKQZ77J5KuYywoyEAcsIb0wsIf63cbh6kZH3mmgqNycvfTPKViQ3vKIMwi+c5PK99bgvDXLixw10PVQkN/vqEAePXabu8TaMwz58UUxeEi24Nvdy4GfDXBw4SPDNWKrth9WBa/k9bPhGL+7b8ypJly3zvHO+PcD+vzhLdMqOa20LvQ8ZDF6AXUcaiA70093STWLBKrYf2E59+r0oER7gxIshRq9n3/zNVWNdbGf4mA+f6feFq0UljRjR10IEj5/HcLdwYF8Djvcj9H+9m23+e2j+syZWLXdiswDOpdRbggy/3ozrXmsqt/8nw2CBI/4wZueLfW0Xvc4Qwy8F6Q6PEk9Npc7twvWlXhruKlD2PzFC3+Y+IouX4Ly3gbbnvbgWAX/qZfiVQQZ6znL56hJajnbQYDMpPcGO/f44oV5ffs4yYPzskMqFAAAgAElEQVTkEK1/ZWHHM734F00SPdPN3vYxeg43p2oTpF/WUg/nQul+A66FCX7zMKHRJM7Vm+g60IBzAXjq7qH/WB87TxnYlzfh/1IjzozTr9yS0bmrzLnj/FQ9lr8aJvw5F+4FwHiY4VfBwhF8l8yO5cavz+homOTy7TinX/RsS3EtBssjPbSttt6CID7j5WsugdJ7A/i+PAgLndStaeaAz4NjAWz2RggNDXLk6SBXJhrYd3QTdVVzP8dhrveRGzQ5mVdaZamphomM6enny/yVkMymeXbQUR7jnQG6D17E8VgvnszHsGkNoZRbfa9cer8X29f7Ca6ws/nTjpmMu9jPTtA/bMP71NKyji2rGupUjOjbFpz/NeddYya4zw6KnY900OUYzL4+opcJ46LR7F3i9jpc9HM5Cp7pzLJrQ7TvPEEss+lBBvtiDzeSzWsk4nCHq+zaYiZrIHouSN+ZMAbMVJsueTmMJ1LPrYQB10dmqyAXu7Zv8fOL62FOPtdH6KoFpuw0+HazqVAJ73ujhKnHf9f0BBsut5Mjl6IY042Wipz30TOt7L3UQNfeAHUL4gwH9rLnMBzd7UnNkHltl0pLkQ+p4sHotVEi1+tY1ZAuTVjkoeH+Pjr/IQrpYNS8NCNBqO9QuupsmOEiucThhIWu1gYmJ/KbqUe+szc/F9FUnKGeds5+cje9vW54d4Dujj1ceer5mepY0y+bnieKlaJOm66W4sHfu474sSBvrG5hUyLIYK9BLNFA80OXOfs/TuIyqQacy7X1NKe3lpxt1vVY6mYcizP6Zid9r4JxHRye3BmtuFa6GfvWYQZX7KPxdguJ108Q/ImNhmfqoEirkhnjUYa+1U3wHQ8dB1twvhNkb88e9l7fza7Nbuw5DzvjnUEO7T9JfE0HvWtdWNem0zPrBbRIuxQjRuTVGJFXZ6uizL0qZs55d1cT+55vwjL97nwpONNmreHxNhoeB5JJphsIJ98MsudglMYDAfyL4wwfbmdPj0FvZ/q3nM7VnmnXVqRqUwnR80HO/ms9mw58G9fi9A4scNHc/V3WvTtM6IcnOTHhx7/SBgs8bO80CH7Tx5ZvWbFMjGFdtoGuo03UWSG79KRwuzCIMxoOMRoOMQCm7WVHf3CS0cW1VGMQe32QI6/n5vhWU7s4zsDxEPe0pq+YzNKTGQ35OctA9B9GUiV1iy2ABWfDKurOXmT0GqmqTlnrulI6Iaczc0qdL4vcbP5SL5tvy8kVX+SmuS1Ac9LAmKzGOhNnuWg5fZqW9Key2qfOlHpkuN9P4AGzmStz7lhXbqfrV0H6vriFw1YLRsKK6+Eujj5cl3oZnMfrc3LCAKs1o729BesCMAwDTF49818Ewe4cI9TrY7hAkFdcOYFSgtCZECy0AnFGX+mn+5X+7FmqrNRaR+g7XT97jHM4x+d2Hynwij+TSVkkY/LuVaxb2E7w2D04d3iwj0c4eSKEbX0XqTJVTF92o2dmm9VMK+/5dxOm4oRPHeLgj6+wdMsBOgr0o2Dm1t0rUyzLWjj6bIShl8/S/Z2MjLv769n0bEsqmJmrKjctx49CbkbWXDiX4uYso++BKzcgfW+UCG425LW0MC+tvBmJazGouSc7kP2YhdrFCQa/5sOkTBC70zI7/9sDdJ4y2NR3nAZbgtCBnXT+wEnPQlLXwtMwhoPcKz3x0xBhgAsjJFbPVkEulglya59fBsNHu7l4ZxfHO+vgrZNs6ziMM9gIpN4lRyaA1enZfz2JgSX7efMxC/yrUUbnS3FGLyWo8zRQZwOw41njoa/rMlHSL3yZ13bRDjyZ2b/pd11V3ZUPi+LB6KI6XAuDXAyNUv9IqmQ09KqF+j9zUjzQMamykW73Z9YQHsCotcOVVNVXC0mMcajf2ovfeqJ0Lvu1MBffcrLh/01X5bmzieY1/XS+enkmGM0MXnLbzOTLuNFfHeLsRBNdPi/OcSujXxtk6Z/7aboricPoY+Qdo0hOYqnOAjJkvPQlRy+netp7PYK9PUDg0fx2KdNsq9t4fuEQ/X/Viu86WB0eNh/qTbW9uFZsg3GGA90EX41jvW8zPQfTHT8sbyFwYClHAgfxba7GvbWHtjV2jNgwgyf6GYzAPVt7ObqmWDugG38BB6Dain3x8Gw7Q4DFTiymfT+bpPHEGMBs6cm0dFB25dUhEms6aHQA2PF8bgPnd14kfM2bFyglXjmEr0DHFdmmO1jKnlq3oYO2AkvY7vDQ9GR2DoP1Ti/+Q4UyOJbQsLcNPgmlq6cXl91emJLXZxxMgzDXYz1sX5EfgKRK6kIMP7gUz6JJoqGLjC500XKjL09FcpZnmQTo6U5rctvYcL+fgPuNvI6yJhMA+bUYph/s9vVdnF6PeXrltBkt1ulJtvk4d6w41/vpXV9ggU820LYXlqTWfFPXZ23WvRpI36+t1iJlIKYvgs00U07J241U0zW5PtIBedG2kHM4xy/P4T4CoyYl5Hbs66fv+0Wq6VbVselgL86XznKktZ+41UH9Qz30rjZvCw52vM+cxkt+ZzJQzvMPstK8zMyC5JtBtu0Pwd3r2NHbgWeORcS37l5ZIuPu1UFGpzNf8jLuzJfNats3Lb1sdU0t9vGM7xfb8RQrqlzgofnRQdq/fgjrl1po+PcZbUb/8izVj3bNTxVd044BZ00m4sBZ2v2DeJ4IsO6fyrh/RQdo94dp2rcL188vY9yxCtdCABuuTzsxhqPEPaSuhS9C386ct5ipUQZPX8b9+Cas3ztJf7ie7e7S582tfX5FuRyG+s+mM6judlPPIJejqWC0wReg/rWNzFytdjtOIiTGgfTvlLgegyV27NPbLshO3XIbweEQo/c3p0pGXxnGsqKFUm/ZhcxrcxeRCilRTddJ84EeQgP9dLem24z+2QEazTq1MJH1MjZlMMYksYyG8Jn15x2f9mD7/iDnH7mHhquDDF530/IpC/yijA39kZOlC05wedTAu8gK42FGXrfgfnQJZZW6QLptUTzVw16mxV7a9qb/b/Ww6/nZB2L9FzqoJ0m8qg3HQrPuCUxe+krcNJmKMXhmGNfjLdhmbs7Fd922zMv2ZXNpIApgx/XgDrq21uGogcwee7vWe9je7aElESWefoWxJifh09vp3Z3R/rKEUr31Fsy5K9EeK9sNvFjf6YIfRYhOuXBWQey1i0QXLmXzH+XPWrjjitLMghHjepzJmnSnMjMcNH21jYbp86HgS0NG78u2wtvIVKxt1lyuz5kgrADrJ+vx1jtmysWsK3fRWzNA/7da6U+3Ge3o8uKk1MM5w1QSIzmXqtyFAxDzNjZ1czjP5u63ce4UvOYyOqWZPhtu9Pp0LK/HNjBI6Go93sVgXDrP+asWOLMX3xnKDxiTSWarMxSwvIXTp1uKz1NE1jGaZFJlHuNcz/Elc7iP3HQGndWB52E/nodvdAVzNfdqupa7NxM40YK1QCnhkgfaaEtnh+S6tffKm8m4u4FlTa/7JPH/mn5PqMnMGEpxPtzD0fuGGfrrw7T/j4zedJ86mt+bbk5pZX46mWdumT1Xi9YEuTv/OIrO/8dLsZ56g8h1Lw22BJGfRbF+ajN202x0UlWrjx9k8LYN9K5rxLogws6DnVif6mDTstLvmLfu+eVkqRtOhEdpWV4Hb4UZwc1mJ1w2W3jxPXhuP8n5C3E8n7WDESb0yiSeL2SkUZG20s5HeumxD9Df40u3GW3hwIOe8jvHBJgwmNOjUuR3TOmhXRbU4nStY/ufunHOsQlmyR7oJjJawtzZTNfWbvbu+Twnqxw07u5KtTUpJxitqqPpqc0Ev9nKtu9Vk5yYxLm2jV0rbRQMRqdzyaaHw8BOndtNQ4EszGIvbrldu+fKHBamOIPI8f30v99I1zovNstFWg92Y+9syR+CxsxUEuP9SSBBbDTO5MeKVxKx3VFXtEmuxeacHabljgaa70ilQyflVa3Ny72ckSoFMIp2pzndJX45VU2K5XynZD4EbKv9tP2ij+4d26gmibHATUt7ut2Y2cLXQxzaH8Zt9oAvIv/8nw74OwqeK0DxDhRySk/mdI2V3L8Sy5bIWcfZxIaMj7WOOlY94mGH2RBKJmbbbU4yOVFNdY0Vx5/6aSxj2SxTCcJnDtN/IcoY1anefFu2MGmvoyFjSAygjGESCrzYAZDE+JWBUWMQ/0UMY9LkeqvwuVPwmjNpx3nD1+ddm+j6Qh/dHdsYrIHJKicNbc/T7LYV3JZp1eZPbaJnRzlDdqWu7/Cni3R6U8Ccj3EO5/ic7yMz66fI0BuFzW2IowxJA2PcwJiIE/2FQfJ9k3kyf58bbStdZcFaVbg20GQiTmJ1B6e3lu7t9FbcK7OHXJmjKYPohZOc/MEbXJmoprqGVJvdmiXc8/AmNq125rTfLFIryiRjCMB6u4emL3hoKrUvWb3plplON2o8wuCZKM5HzIeHy3JXEx2PBenbs4V+wLp8Mx0P18EFs5kTDB/cSd+7DbQdaEp1/LO6jV4O0dlzCEdvR8kOem7d88uKZ1sb0ee62bIt3Wa0bTeeBVfMg1EcNP75LmLf3MuWH1phykLdg/vwr8h46hWr2VNlpdbpYt0XGnHfUc6ZmVlTZJLJmmqqrQ6anpjzk1Lkd0YZ44yaj9cFLjYHj8NthZc0ays0y46zJjvws69t4/jacnY7X/EqOzlbLpZLdm3IdHLhl5rCVWinZY0zVeOgfn19ujQyWzIWoj+8FP++1AsNa7votR5h6DrmVYHzbq526typF+3aO+5Jt0GYX5O542tNW97C6dPZkwqPr0rpqksFx91LtfHLViz32uTBVGXD/XgHRx8vtv0MvzEbP/IWKtB9O5CXbnO9xjIVHzvPpI1ykRJrs+E6Cg2hZH+gjeOrqzNyfrPbbebK61HwUpCNr9UXfCmP/Xg/3Zca6O1ryx4S4lqqA7ag5duzLwrFhknIHVIoNkRnz+BsoLHYzpUL/fQD2JzU32GyjgqfO8WuudyOTW7m+rSv9tO7uvD3WfOWKJUo3a4qNVTJmEnGSql1F85ELNBGcy7n+FzvI5A/VM0Ms/taeVxbT5O5ZOxcJ93nZsNh+8IrhM6k2svW3lFPbuXeUmmYK36uHV+sucD1V7gEOBVMz7M53CuLjmdbQuzH7ewdqafnmaM4M4Oy8Sj939hL+3gvvVmd/pUaQiX9/1IBUobfShvAEmOVZzNvKmCeMWPD86Wj1H8su22/ffUuAquLLTfrlj6/FrrZ1Hmc7L6qi9SyW1zP9s76/KFYynTl5W66yc+ocT12nOOZZaRFa4rkjxwRP9dOH/5bk1EhMo/KCEYLsywooyKBaVuhj7AFLhq3mL9EWxyNdD2fPc2+cjubiDP0Q5MFSlVnvVb4dm5+I88eSzalWMlQGcpq6yf55tB9+w1eY0XHzLyVLNaMDoTmLh6LwksQ2eoqnj6/Ib/a/c1weOnoK5LhVSAjq+Lmcs39nl+fk0ac+PIbKE38EHOs7yBQJLi8ueGr4oSHR/F+7ncpPT/EQ13MqUnKXJ7btyZ4zc34uCkWa3k1vgr4rT2/KqnGOrfqujnisVFGo2Hi63+P00h+L5QRjJYYmsCkp86ZJXMb8s9h2RkzJW4xEuu9xUeONlXL0rks9zELtYtrC3SWc2OqrXbsrx7B5zf/vuiYawBYcdR7qf+ktbxqy2W40fZspY4l8wFYat7iPaPe+HmXux7LJ+zUFikhzJTbLgwo2aNgseE5bohZB06ZMtLtZq6xebk+iyi1/nJflqqtduwZ5R6lSnIcn91H268P0/fFQcaoproKmJiEhU48T/TSfG+Zr0DzcS+o8LlTueuziNqleNeXf8utrqnF/glLkeEoUtdwwuSFO6VwGt6yYyzB9D6S2qGi13axZ0HxY7nJTMOyxblCC42/Kx2kzOe9ssi54PhsFz0LTnLyK9tMqun20FWyCU7uPnNDw6/cTDv0GzIP96+Z+/V4pGCtMDOl7gu3+vmVb7b2QizhxVvmHa62rvS883Ntp96ZMhNsXjMPRG6hP/jggw8++G3vhMzB9NAU5RQtTcSJvBnHvsyF/Wa6nheR0tJttqtzh5UR+V0yl2fIfJowMLAW7OBIREQ+mhSMioiIiIiISMXNY2VUERERERERkfIoGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKq2gwmrwaIfxmnOSt3tBEnMjrEeIT5S6QINTr49ArifLmfjdM+N3y5v0wSY4bJKdMvhiPMHh8kMh4iWnz6ObS2CDyYpDBN4153aeUuZ0r+YtHCb8epdTSM8f/Vj8+fz+jZazaeHOQ4IsRyjnqvN96KolR6PcXEREREbkF/s2c5r42RPvOIM7207QsN/l+KkH4zGFOvDRKsgaMpJOGHX42uW0AjIX76R5eReAZL/bpZcajhL53koFLcaiaXg/Ylzex6b824FxQYp8m4kTejGNf5sJeM73OMP09F1n1fBfeGkgFEO0MRPMXdz7cxa41kyT/Oc7YxGRZyRA91003bZze4S46X/zSEKFXRhh+Jw7Yqbu/noYHvLgWZc+XeOUQ7T8w2blp9/sJPFpn+lX2spOMXU2QrLFht1XPzON5IkDz3aWOKsKJlk4w+20nYoycG6H6wUZcC4pMI87QV3xc9AToWm/nZpSbxrw3TPBlWLfFg2NmokFsZIgRSyONy6ypSddDHNo/QOFU9uDva8Y0ld/qx/fN4dm1X48zGWnH9wOTZXPmBcDZRFdrAzaAX4To7oGO0y2pz2mRYxvppIPTW10AXHm5m246OL3CIH4VMs/M2E9OcuJHI8Rw4Nm4g+b09WX8YoShkWoaH3JhLXicYPpb/zJE9870NbOo6MIAxM+148u9lkVERERE5mBOwajx88tEAePtGCx35H0f+/F+ui/V0/NsWyqIjA3S3rqNz9vs1NYAxhgsXjW7wNQoJ/e0c/k/9dDT58Q6E4waRM90s3dPjK7AJuqq8jY1Ky/wNGOjoTVAA8ClIBu7UsGAa+b7ePmJcHWIs8MAZxl62I13sdlMBpFjrXSP1rP7yTaaHRaYShL72Qn6vriNur29tCyfDRdsa3YRWGO+ucixjXQahYPkrGXfG6B1Vz+xRetoO9CEIzfd8gKyVPC6qu002/NivlH6/X0MA0wZjDFJ7Gkfg1UAHvxfrS24TzetrDROG7vM0DmozwpGTSxsYFdfg/l3l4Js7DIomMp3NxPoa079/3qIbv8Rws5Gutq82HLTOHNepoO2JG+84GPgVWBiDJjej9k0nkwA9OG7VA14qDfL7AHiL7Wz5wdOdh8I4P7VIO179hB86nlallmKHX3WtgBYbIdjPnwAOGn6gitn/lTGwomrdmozI9t0YC0iIiIicrPKD0ZjIY6cGMF5fz3x7+8n+O97aXFnvqXGiYzEqPNklGY66ll110nwdNC13p5+Mc9Y5JdRLl93Uv+ZjEAUoMqK8zP1OM+OEP0l1JVRUlO2qSQwiTEBFAxezcVfP8mh585jeayXXg6zZ89e4k/uYtO9OWVDbw9w6BUX/qMtzCRRlQXHvS10+Ay2PTfAquAm81K4G5R4e4jgX57F+ngbm0YOsqfdYPeXNuHOTLvcgGxihL7NR7D+W7M11tHcF6DZ7CuAa0Pztu+Zyk7jCkuOx7g8PMjJF0KM3d9Iwz+cYGd7lM2PNuKpc2AtcS65Hg3Q8CgzmSEphdM4cmyAwbypMYZ/NMrSjbtxLwAWNLJ57QDtL7/B5mX1qVne7afTP2hSmp7e1rUwA98bJPROHBa6aHykGe8yG1wbImSyH85HOkxLueeQfSMiIiIiYqp4MDqVxLgaZeTlIMGXDO7ZeoCuNQ6Mtf109mzD526m5eFVuG63YamyU7fcRnB4hNjaxlSpXGyEi29D9FonvnPkl4wucrPq7hOcPTXE0q0N1NlSpTvJxCihU4NcuXtDdjBlZsIgQSIVXJZh9NIIMMlI2KC+bmSmpNC4Dg6P+TLxn/TR/VcjxO2raNl3lIY7rUAXR+tCnDzWysbnrLgeaaPtIScWIP7zyxh3rMJpUlfS+sdLcY5fJHptNsiOn2vHdyqGfaFZ5Uo79vurTaYDJIn++CB9AxHiH3fRuLWXXffaYd1RXBdOEvzy5zlYtZSGL2ynxSyYG40wYnHjv71Igl0PM3AqFbxYHR4aH2vE4yhUCbQayyfsJM6lf+88Tpr27aJhYf43c03jaUYiFRYlxiHx09kqy3m/57Uh2neeILaoNjvjI82+2IN5KicZee7z9L1pZ8md9TTsDuBdboepRrx/F2LwB92cfSfOki1H6VhjSwebIWyLa2fWZ3daiJiWjJKq2n7qIH0X4lhIYl/tZ/djBaomj0e5fNWJ+1OzFXzrltdDYJQo9alqv3c001Go6uz4MIe+GMTyhR56fXYm3+2nu20PY91Haf44QJT+p30M/nETXa25JaUiIiIiIvOrRMlolKFjZzFWbKL32y7s6SjAuqyZnuPriP5diMHvnMB40o/HBs5HDtA20cf+bQNU18DYhINVrQG67k+9GueVjGLHu+8orr8bYvBb7fTFUl2vWB0u6j37OPofHSXavkE88gZx4lwMx2i6PbOiZvrFumo2ADIuBTn4YxueNVZGTgQZ6fKnSwrTbR0LbMP+H3fQda8/r/TLemcD27sb2J40SH7MOhMk2f94KdZTl4kaXuw5B2D8/DLRBUvZnBtkFwsiCrLgXOun6z9bs/etyopzzXa61mwnaRhQY5aKcYa+P0T1mg7uyVg2FPARrkmnmTVCsP0g0QcPEHjSQfwnfbTv6cZ4tgsvkJ/GGdWh52iuaZySYORCOLXfP03gmamyXOj3dNL8dHltIme8dZaT76SqmRuxEQaPjeSVWFbb7MR/ECS0fFf62Bvw92VWA09Nyy8ZBeMnh+n+u6V0He2ijlFO+to57DxOI8CFPnyvGcwErxMGBhaqs2oRWGB8snAV40zRy4wkPXSstmMBLHc2sOquAS6OxuE+yE6fMso+p0thM9vEioiIiIiUqXgwWlVH0762At/ZcK5swr8ye5r78Q6OPm6+SK27mbZP2qkF845e0oxYhND3I4S+n/pcsAOeiQiDZ6K4V7iJfP8sI//ZT/1M3JXxYj1lED13hEOn3mDJ1l78a62Mfr+T/X4frsd2sXt9kZC3yH7mmtnPuxrZvmIPffuD7H5yM+7MNqOBCPVPHpifKrpl71t+iWT8XB8n3nWz489dWQFegy8w26nNpRGGrjfQ8dlUkG9f2cyGv/Zx8adxvLnBy1v9+PbPMZ3mfBw5y749SP8/uNn0uJX+U/2EV2zHXSr3Yq5y2oCW7KQpBhCizx/OKmm1PbCLroecebNHR8Nwb2O6XXQd7nthcDSaCkZX+wmsGJkNXv/IzhJixBNAOqA2EnG4w1VeJoZzKfWWIKELjSxdaWfy3RAX37bh+rMbrAJ9QxkoIiIiIiIpRYJRkx5opwzGrk1SnVvV0dFEx96G9Etp4Z5rMcaIL96c6oEz7yV/rgwip/oYWtxMoHUVowd20tczyIF9jfkd2VQlSUw4aXl210y137rP9fBdb5TYlBNLsVIgk/0s3ZOojfonj9J7aYjQmW6CGb3pbnq2Ja833eqaWuzjg6lSJrM0LlTydINpGDvXyZ5TCRr2tuEpVpz1SScuBom8A647SVW7ftfG0v9mctQ383veSBqPhwn+5SDWpl4aP2ul9tJODu630vbVTRm9+2b4mIXaxQkGv+ZjkHSPuDWZnfMUrkKc2/GTcR0mr2ZURc78fZa3cPp0S+FjrV2Kdz1Md//krHPDC2FGt7ioY5Tw6+B+1InpWC5VLtyrJznycpimu9xYp+KEhsI4PJuxky7LLNhmFFjgYdezVga+d4TWM+k2o/sO4L0TuFZ4l7NMJcuuEi8iIiIiUkyRYNSkyuW1Idp3XmRV0aqOhatq5lfTTfXwSVlDj2RIxgg9t58j7yzFv68RexXY/V3Ee9rZsyNO21eX5O2T++Gm9NiYUZyPpIcjsTmL98A6I8bw8fPwQAueYu0rc9iXe2le7i3cCdD03mX2iFtWGmcz3glx8tQAb8Qmqa6pBiaZnKhmyb05w+NcizD4nT5OXlrCps4eGu8sUYxoa8DfFqOvZxvbaiBpWHFv3cemuygQvNzg7wnMKY0Tw3T7+4iubqP3/0n9gp49vdDXSfdzDp5vN2nvmNV503TppnnnPMWXzTbdW25WNdkyhpFZtSX1P+vKHbRFD9K9bVu6zWgbu1dauWI6sKiF+i37iAUO42sJYsHAvmIXbZ/NOItLlVYucFDnacLzhYyhkIqInpkNuicnoLoG7Cu202wWtIuIiIiIzMHcxhktS4EhIdLsTktG9cVJjKtxymvwlsHi4J6H/fTaXTimAy2rk6Z938abtGAdL9DTq+nYmAB2Gp46jqe6UHA2xuVzQ3BvKlCyfrIeb715e9aSY4bOKFISNxcTIwQ7TlL9ZC9HV2QUc04Pj/O0Qe+hVGlxMh4msmgHgeNu7MWGy8lgc2+i4+imMnfmBn9PYC5pjM3D7sP1WKwZFYyr7HhaA6T6LJrnvl6LBZe5nXLB3IaRqbLhfryL4zlV268U2hdrHU17e2kqd99zFRoK6Y8aaAt6qL5teoId7zOn022D88XzOqiKENw4Qv3p3LayIiIiIiLmbkEwmlJoSIj5YrvTlV9ttcqSqto6Pvf1Way5neMUZl3WSMuyAvtVZMzQfAWqNC9mpjrpLA/+vubCbU2rcve+muo/zJ5iWbaJtgL7/bumWBoD2YFoCW2Zy3AAACAASURBVOYZBHYw6fXXtH3yb5KMXbXR+PwcOz/6MKmyYF1QfprmuRYjyhBcasFVYIxUEREREZFMtyAYncvwHtVYF9sZPubDZ7queSo9nJbTbjB/c4V6Bb1V+3njvc/OqKmnpdPg5Km9bPvWdDVdYArsy5voebqhzKrIc92ug/r19TiyqnreTDrNZxqnzsHadFrMLYPARKnzZr7PU8C19TSnAd5LZLUxLaZoafK0Usdi1tbURHVNLfZPZNRyWOSl63ShclQRERERkXx/8MEHH3zw294JERERERER+Wj52G97B0REREREROSjR8GoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREam4+Q1Gk7/m/fFfk5yawzL/8o/87Gd/z7v/Avzyb+jd+2V6L16fn/1Jr+/JM5EbX8fEr+Z+TCIi8v+3d69BVpV3vvi/DjQKaQTFagENojOoKRjHHIZE0ZRDhhAslamjZgxiGIkZk0GNMwHjbbxEc8QcwUQxlhITEoeMmmNMHdBKJMSEEy+ZoVod01SUTBBBAfsvF7XTjd2S/r+AGEDo6+61N/D5VFGLvdZez/r1q19993rWs+iOcvbTt+vy2IL5mf/0ms6f2xb9FIBddDuMLr9/eiZfOC/Lk9QvvS0XXXZbfr6pEwO8uiRf+8b8/PzVJH9oyqbX38qmd1raPa3x5Z/krq/MyNQLp2fyhdNz0cxZWfCrNWnc8Uvbx6tvfHfnk1ua0vj2W7v/t8ull//gqs7/TQDQSWXpp1tb3t8H31iRJ5csy+K6Ne32SP0UgO7o3f5XmrJqyfzc9XBdXttalSNGn55Lp07M8H4dGf75zL9wXhbv4eiIC67PTUM6Ue129U/Mysz71+QDo8fnyovH5+iqN/LcTxfk3ntm5an/np47LxiVqrbOX3pbLl+wfo81XTe233u/3G7e0sni3q7LgtvuzmNVk3LHdRNT08nTAdhXVV4/zaaf5daZC/Pb3R17ekEueno31xk/+L3P+ikA3dFuGK1/4hu5fsGaHDH+7Fx51Jo8dP/CXL+2MbNuODtH9Grv7JG5YO6tOS9JUpfvXLYgT429IN+ePGrb4YMOTlZ0suKtdVn8ozVpGXl2Zl02PgOTJAfnlMnXpyYzcv3ji/LkWaMybsCeh6gZf30eGL/Lzjd+kutnLkyyPj+fMy/zf9fJupJk3ZJ8/bZHsiJ9k0O6cD4A+6yK66dJctjE3PTdiTvtavzVHbnonpeSw0/LrFvOy/A2atNPAeiOdsLoS9uC3+gLct0FY9MvyfCszz99e0lmXrSkA8NXpap/1fa7lP3ygSQ5qF/69T+46xVvejUr3k5GfHjU9iD6JyNOOC55/PmsejVJG2E0LU1p3LLL/KG3G9OSpCqDM+G6uzNh++7l90/PV59ov6zG3yzIzbcvywcmX59L196Ur77c4b8IgH1eBfbT3Wh8+ZHc+u2XUnXYwfnA60vzte8fkzlTxqTfngKpfgpAN7QdRl9/KcvfTkaMPC5/nEU0cOSHMyJr0nj25blp3JA898BVuevpNkcprepBqalK/vO/V6Zx/ODsOLvptdVrkgxKzaFtD9HmtKIultXw2obUTLs6/zJ2cJbf38mT16/IZQu25O8vOyEfO3CH/S8sz9/+snfmX3Jchu34/Xca0vDugan+QFXb5wNQGSqxn/7Rlg1Z9eKyPPnEL7L4habUnHR2Zv3j+Byy4qHcfMf8fGHZj3Pq352eCSeOyhGH9E3VDsFUPwWgO9oOo2+sz6okEw4f9Kd9hw7O0UkWb25Kv/4HZ+BBHbzSG+vzcpK8sj71eT6PtfHsS5sOGpNPjn8wT/34odx+1KBcOuG4DExL6n+9IHc9siFVJ5yXUzr03MzgTJt9fSYctuv+9Vl88/ROTyuqGX95/qVzp+zincyeV5t7dlxS6t0/JL3f/6v3+qdWZMq6Q/PjKcPTp1vXBKAQldhPk/z2gRm5+emqHHLYYRlzyjm56aITM3zA9mD2ofMy65tnp/7Fn+UXv1ySr/9kQTa9eVwunTs9H9mpVv0UgK7pwAJGpdHy8sptCyT8bmVWbfnbPz37snxBLrqnc69eGXHuDZk1aH6+/tAd+aeH/ri3KsNPOy+zpp72vum7HbblrTS2VOUjl9ycU6u2NePifqk+MDMv3t0vuUVcG4C9Rcn6aUtTjjjzhtxz5o47t71SZkfVw8bmzCljc+YO5+Wgvm2PrZ8C0AFth9EBh6Umye8btz39kSTZ0pjfJ6kZ2JnnVFry3HN1yUFVqdpSl8XLmvKRjx28bcT+XcjDvQ7O8PGX547xLWl5uyktqUpVv52nDiVJDjwyHx0/JkcfM2g3g6zP/JnTM3/X3VVVOXHq9bnyY9v+vg7/Ut0dvXtnUN+W3HNfbe559w9ZvzUZfOC2n3QH9+3/vq9v/H1r0ticjUkGv+8oABWnAvtpW1Ns23Zi/vW7F2fke5/1UwC6pp0wOihDkzy3cmUy5rht+15bmeeSND4yO5Mf6eBVXl2UHzydjLzo8oxbNjt3/eDBPD/64pzYoeXs27Ljgg670X9Uzrhg1Pt215x2Rb790V0WXOjVN/36tfVCmB502DG58ZLt/9/+XMusXZ9reU99lr/6h+T3jXnujeT096ZFvZM776vNPYMPy/xzjjLdCKCSVGA/3e1KuMl7q+H+9uMX54GpJ7Y9hn4KQDe0HUb7fzinnvBQnn9yWX577nEZ0Sv57X8+l8Z8MNNmXZJTqzsw7Wbr+iy+f0le639ipo05JiOPHp8f/euS3P6Nn2T2ld17b9i2lfl2/YV2R9vfy7ZrQ63qm35V7Uwx2m7k1LvzwNRuFNmeF3+TKT9r3GnX4CRXf7N2hz0H5YufG5mPHpg0LFuf76RfpgzZkjsfX5WPTRme6iTJgfni5yy4AFCRKrafrs/im2/a/XOdT8zL5J1Wv93Ns6H6KQDd0M6cnoPzkdPHZODXns7td/fL3//Fmvzg8aYMHH9Wxg3ZNi2ozWk3b7+UH829Iz9Y0TcTrvhMRh6U5Miz8+WL1+SGeQsz81/fzHXndvdPeDeb334rjbs9tm0K1O610YDfZ0+LM5TA8R/K94/v2FcbfvdSrv5lSz522lH57PFvpeE76zPt/xyQez/aA3UBUEKV2k8HZ9yMW3Pq1ra/Vb/0tlz98J6O6qcAdE27D5hUfWhavnJJS+66f0nmvVCVI046L1+ePGrPU2N31G9A+uTgjLvkikwb+adfTmvGXp45Q5bkP1pOyYiWf+tG+UlSl7suu6oL53WsARey4MJufs1Nkrz7h6zvffD2peg35JdPNWXkKR/MBaMHJBmQL07tlRH/0ZiNLe8/FYDKUqn9tKrfwe3W0O+gtr6hnwLQNR1a7aBmzMW5aUwXRu81OGdcc+tuD/U7enzGJcnyLoy7kw5M093DmR1pwIUsuLCnX3N3Wv1vUE6fustCTAOG5vQJSdav6Nn6ACiJyuunnburuSf6KQBdUdirXQCACvXnk3LHdd1bxwEAOqvbYXTgX4zJhD87puvv9jz+M/n23E+nql+STV0Z4Pl89cLpXb16jxg59e48UIqBPnR0/u9R2b6gQhsGH5u5M0txQQDKpaz99HcLc/mFC9v/XgdW2C0l/RRg33ZAa2tra6kGa3m9LsvXJUOPH5WaIqbjbHkrjR15vqOqbzvPu7R3jT28xxQAekCR/bSl8a20tPO853v0UwBKqKRhFAAAADriz8pdAAAAAPsfYRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOHaDKOv1b+Z1+rffO//tra2tra2++q2J71Wr5/a2tra2u4f2844oLW1tXWPB69c2ukBqQytXzut3CUAsJ1+uvfSTwF6TpthFAAAAHqCZ0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4Xq3dXD16teLqgMAymbYsMN7dHz9FID9QWf7aZthNElqag7pcjEAUOnq6zcVch39FIB9WVf6qWm6AAAAFE4YBQAAoHDCKAAAAIUTRgEAACicMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIXrfhjd2px1L9am9oVV2djUzbGaG9LQ3O2KAGCv1dzQkOat5a4CAHpet8Loup/PymcnnZPbH6vNs0u/m2vOnZBrH1/b+XH+37zcfs35mfjxCfnKTzd0pyQA2AutzdL75uTaKRPy8Yk3ZLFWCMB+oHd3Th5y/Dm5/uGrM7zvts//OOmH+cKUeVl6yo05rboT44w5Pxf/1fk5uWZCHulOQQCwVxqakz/1+Yz+1NgMOuPhchcDAIXoVhjNkGMzfMfPA/tnUPqnT59OjtO3OtV9k/6dPQ8A9hF9BlSnT/pHKwRgf9G9MLpd85trs6rumTxy/+MZMntWTtZJAQAAaEMJwujaLL1zVh5YuSoZcn4uOWZQ94cEAABgn1aCMDo0n7hubj6RJK8uyhXTZmTj/Dn5RE33RwYAAGDfVNr3jB55Vj79iWey+DnLAAIAALBnXQ+jW9fm0bnfTd2bO+x7dVEefGx4Ro8wVRcAAIA96/o03V5DM/akZNa0CXlpwNAclg1ZVT8kZ14zO58+phPjvDA3p05/YIcdZ+XUWUkyOfc8eVlGdblAANg71N09Nl/49x12nD02tybJ+fPy5HSdEIB90wGtra2tezq4evXrqak5pN1Bmhsa0ry1T6oHWEYXgL1Lff2mDBt2eI9eo6P9FAD2Vl3ppyV5tUuf6mrvRQMAAKDDSruAEQAAAHSAMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIUTRgGgEjQ3ZN2Ltal9cW0amstdDAD0vN7lLgAA9ncbfzU3M//3r3PUuL/O0OaX8pUnNuSsWfPyjyf0KXdpANBj2g2jzc1biqgDAPZb72w9Lld9/7Ic23fb538YNzdTvrkoZ957ToaUtzQA6DGm6QJAmQ05ZcJ7QTRJ+hw5PMOXr82G8pUEAD1OGAWACtO8ckVqx/9lhpe7EADoQcIoAFSSptrMm7M2X/r836S63LUAQA+ygBEAVIqmFfnejLlpnjEnZ3pYFIB9XEnujC5cuLAUwwBAyex1vampLt+afkvWfeqWfOmkQeWuBgB6XLfD6F7X7AHYb+w1PWrjM7n9c7fk7c/PyVXjhpa7GgAoRLem6e41TR6A/dbChQszadKkcpfRhrp87zMz8sibSWaelUd2OHLy1Yty2xnukgKwb+pyGBVEAdhbVHYgHZV/eOzp/EO5ywCAgnV5mm7lNnUA2JmeBQCVp1vPjGruAFQ6vQoAKlO3FzDS5AGoVHoUAFSukrzaRbMHoNLoTQBQ2UoSRgEAAKAzhFEAAAAKJ4wCAABQOGEUAACAwvVu7wubNzcVUQcAAAD7kTbD6LBhhxdVBwAAAPsR03QBoBJsbc66F2tT+8KqbDQpCYD9gDAKAGW27uez8tlJ5+T2x2rz7NLv5ppzJ+Tax9eWuywA6FEHtLa2tpa7CADYl61e/Xpqag7Z8xfWrciqgcdmeN/tn1/5Yb4w5deZ/JMbc1p1ISUCQLfU12/q9GOe7S5gBAD0sCHHZviOnwf2z6D0T58+5SoIAHqeMAoAFaL5zbVZVfdMHrn/8QyZPSsnC6MA7MOEUQCoCGuz9M5ZeWDlqmTI+bnkmEHlLggAepRnRgGgh7X7zOiuXl2UKz7/i0yYPyefqOm5ugCgVLryzKjVdAGg0hx5Vj79iWey+LkN5a4EAHqMMAoA5bR1bR6d+93UvbnDvlcX5cHHhmf0CFN1Adh3eWYUAMqp19CMPSmZNW1CXhowNIdlQ1bVD8mZ18zOp48pd3EA0HM8MwoAPayjz4w2NzSkeWufVA+wjC4AexfvGQWAvVif6uqIoQDsLzwzCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQAAAArXu9wFAMD+oLl5S7lLAICK4s4oAAAAhRNGAQAAKJwwCgAAQOGEUQAAAAonjAJAhVi4cGG5SwCAnfRkbxJGAaACCKIAVKqe6lHCKACUmSAKQKXriV4ljAJAGQmiAOwtSt2zhFEAKKNJkyaVuwQA6JBS9yxhFADKTCAFoNL1RK8SRgGgAgikAFSqnupRB7S2trb2yMgAQJJk9erXM3Bg33KXAQA9ZvPmpgwbdninznFnFAAAgMIJowAAABROGAUAAKBwwigAAACF613uAgBgf7B5c1O5SwCAimI1XQAAAApnmi4AAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAAClfaMNrSlMa3m9KytRPnvLkyzz+/LKveTLJxab5+5VX5+i83lKae7eNd/nBd18fY8lbn/yYA6I5y9tO36/LYgvmZ//Sazp/bFv0UgF10O4wuv396Jl84L8uT1C+9LRdddlt+vqkTA7y6JF/7xvz8/NUkf2jKptffyqZ3Wto9rfHln+Sur8zI1AunZ/KF03PRzFlZ8Ks1adzxS9vHq298d+eTW5rS+PZbu/+3y6WX/+Cqzv9NANBJZemnW1ve3wffWJEnlyzL4ro17fZI/RSA7ujd/leasmrJ/Nz1cF1e21qVI0afnkunTszwfh0Z/vnMv3BeFu/h6IgLrs9NQzpR7Xb1T8zKzPvX5AOjx+fKi8fn6Ko38txPF+Tee2blqf+enjsvGJWqts5felsuX7B+jzVdN7bfe7/cbt7SwaLeeD6LF/04P/qPNdm8JanqPygjx03K5/9uTAb26tSfB8A+qfL6aTb9LLfOXJjf7u7Y0wty0dO7uc74we991k8B6I52w2j9E9/I9QvW5IjxZ+fKo9bkofsX5vq1jZl1w9k5ot2mMDIXzL015yVJ6vKdyxbkqbEX5NuTR207fNDByYpOVry1Lot/tCYtI8/OrMvGZ2CS5OCcMvn61GRGrn98UZ48a1TGDdjzEDXjr88D43fZ+cZPcv3MhUnW5+dz5mX+7zpeUsvvFmTmzU8nJ5yWv7/igny0Jnnt+SX5zv3z88VVjbnzS6dtrxOA/VXF9dMkOWxibvruxJ12Nf7qjlx0z0vJ4adl1i3nZXgbtemnAHRHO2H0pW3Bb/QFue6CsemXZHjW55++vSQzL1rSgeGrUtW/avtdyn75QJIc1C/9+h/c9Yo3vZoVbycjPjzqfQ1pxAnHJY8/n1WvJmkjjKalKY1bdpk/9HZjWpJUZXAmXHd3Jmzfvfz+6fnqE22XVPXn5+Tar01KzeF/+rtGfGxarqt6KxfdszT/+cZpmXBYx/48APZFFdhPd6Px5Udy67dfStVhB+cDry/N175/TOZMGZN+ewqk+ikA3dB2GH39pSx/Oxkx8rj8cRbRwJEfzoisSePZl+emcUPy3ANX5a6n2xyltKoHpaYq+c//XpnG8YOz4+ym11avSTIoNYe2PUSb04q6VFTf1Bze9317+/3FcRmRhXnt9SRtNc/1K3LZgi35+8tOyMcO3GH/C8vzt7/snfmXHJdhO37/nYY0vHtgqj9Q1fb5AFSGSuynf7RlQ1a9uCxPPvGLLH6hKTUnnZ1Z/zg+h6x4KDffMT9fWPbjnPp3p2fCiaNyxCF9U7VDMNVPAeiOtsPoG+uzKsmEwwf9ad+hg3N0ksWbm9Kv/8EZeFAHr/TG+rycJK+sT32ez2NtPPvSpoPG5JPjH8xTP34otx81KJdOOC4D05L6Xy/IXY9sSNUJ5+WUDj03MzjTZl+/m19Y12fxzdM7Na1oj9auzm/zwZzaoXreyex5tblnxyWl3v1D0vv9v3qvf2pFpqw7ND+eMjx9SlAmAD2sEvtpkt8+MCM3P12VQw47LGNOOSc3XXRihg/YHsw+dF5mffPs1L/4s/zil0vy9Z8syKY3j8ulc6fnIzvVqp8C0DUdWMCoNFpeXrltgYTfrcyqLX/7p2dfli/IRfd07tUrI869IbMGzc/XH7oj//TQH/dWZfhp52XW1G48T7LlrTS2VOUjl9ycU6u2NeOu/1L9Vp5a8nyqTjgvH2nnTu02B2bmxbv7Jbcr1wZgX1WyftrSlCPOvCH3nLnjzm2vlNlR9bCxOXPK2Jy5w3k56P13L3einwLQAW2H0QGHpSbJ7xu3Pf2RJNnSmN8nqRnYmedUWvLcc3XJQVWp2lKXxcua8pGPHbxtxP5dyMO9Ds7w8ZfnjvEtaXm7KS2pSlW/nacOJUkOPDIfHT8mRx8zaDeDrM/8mdMzf9fdVVU5cer1ufJj2/6+Dv9SvYv6Jd/Mvb/5YC74agfCce/eGdS3JffcV5t73v1D1m9NBh+47SfdwX37v+/rG3/fmjQ2Z2OSwe87CkDFqcB+2tYU27admH/97sUZ+d5n/RSArmknjA7K0CTPrVyZjDlu277XVua5JI2PzM7kRzp4lVcX5QdPJyMvujzjls3OXT94MM+Pvjgndmg5+7bsuKDDbvQflTMuGPW+3TWnXZFvf3SXBRd69U2/fm29EKbjNi+7OzcseCPjrvhqJhzegRMOOyY3XrL9/9ufa5m163Mt76nP8lf/kPy+Mc+9kZz+3rSod3LnfbW5Z/BhmX/OUaYbAVSSCuynu10JN3lvNdzffvziPDD1xLbH0E8B6Ia2w2j/D+fUEx7K808uy2/PPS4jeiW//c/n0pgPZtqsS3JqdQem3Wxdn8X3L8lr/U/MtDHHZOTR4/Ojf12S27/xk8y+cmJqulH8tpX5dv2Fdkfb38u2a0Ot6pt+Ve1MMdpu5NS788DUjtfU+MK8XP3N3+UjX7oh00Z24Bov/iZTfta4067BSa7+Zu0Oew7KFz83Mh89MGlYtj7fSb9MGbIldz6+Kh+bMjzVSZID88XPWXABoCJVbD9dn8U337T75zqfmJfJO61+u5tnQ/VTALqhnTk9B+cjp4/JwK89ndvv7pe//4s1+cHjTRk4/qyMG7JtWlCb027efik/mntHfrCibyZc8ZmMPCjJkWfnyxevyQ3zFmbmv76Z687t7p/wbja//VYad3ts2xSo3WujAb/PnhZn2OVqL8zLjNtf2tY4T+jgtKvjP5TvH9+xrzb87qVc/cuWfOy0o/LZ499Kw3fWZ9r/OSD3frRj5wNQLpXaTwdn3Ixbc+rWtr9Vv/S2XP3wno7qpwB0TbsPmFR9aFq+cklL7rp/Sea9UJUjTjovX548as9TY3fUb0D65OCMu+SKnX7VrBl7eeYMWZL/aDklI1r+rRvlJ0ld7rrsqi6c17EG3NEFFxqXd6Fx/tFufs1Nkrz7h6zvffD2peg35JdPNWXkKR/MBaMHJBmQL07tlRH/0ZiNLe8/FYDKUqn9tKrfwe3W0O+gtr6hnwLQNR1a7aBmzMW5aUwXRu81OGdcc+tuD/U7enzGJcnyLoy7kw5M093DmR1pwB1ZcKFx+bzMuO35fOC0szPyDy/l+ed3+cKBH8zIDw3e87X29GvuTqv/DcrpU3dZiGnA0Jw+Icn6Fe0XCUDZVV4/7dxdzT3RTwHoisJe7bIve7n2+WxOsnnpI/n60t184c8n5Y7ruvd8LAD0mArpU/opwP6l22F04F+MyYQ/O6br7/Y8/jP59txPp6pfkk1dGeD5fPXC6V29ekl0dlGGDvvQ0fm/R2X7ggptGHxs5s7sgesDUJiy9tPfLczlFy5s/3sdWGG3O/RTgP3LAa2tra2lGqzl9bosX5cMPX5Uarr4PrFO2fJWGjvyfEdV33aed2nvGnt4jykA9IAi+2lL41tpaed5z/fopwCUUEnDKAAAAHTEn5W7AAAAAPY/wigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMK1GUZfq38zr9W/+d7/bW1tbW1t99VtT3qtXj+1tbW1td0/tp1xQGtra+seD165tNMDUhlav3ZauUsAYDv9dO+lnwL0nDbDKAAAAPQEz4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIUTRgEAACicMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIUTRgEAACicMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwvVu6+Dq1a8XVQcAlM2wYYf36Pj6KQD7g8720zbDaJLU1BzS5WIAoNLV128q5Dr6KQD7sq70U9N0AQAAKJwwCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQAAAApX0jDa3NCQhuYunLi1OQ2vrkjtshVZ16UBAGDf0NzQkOatXTxZPwVgL1KyMNr8wtx8duKEfOWnGzp34sZnctfnzsnM+Y/n2f9alNunnpnP3lcXULO3lgAADblJREFULRSA/cfaLL1vTq6dMiEfn3hDFneylSbRTwHY6/QuySjrFuXarycnnZG80tlzG5PjrvxhLj2+z7bPU/4md029M49OnJezjyxJdQBQ4Ybm5E99PqM/NTaDzni4a0PopwDsZbp/Z7SpLnfNfCCjrrksfzOgC+cfeXI+8cfGmSR9h2f4UXVZu7HblQHAXqPPgOpUD+ifPu1/dff0UwD2Mt0Mo82pve+WvHL+7PzDiNIUlKYVWfFfE/KXx5RoPADYH+mnAFS4bk3TXffY1flmr2tyzxlDS1ROc2rvm5N1l92Z06pLNCQA7Hf0UwAqX5fvjDYvn5cr7u2fM//HO/n1strULqtN3bpkw8ra1C5f24UFE5qz4t8uzTe3zsjVJQu3ALC/0U8B2Dt0/c7ooWPzL9e9U6IymlN338W5/f+7MP/ryyfn0F4lGhYA9iv6KQB7jy6H0T5DRmX0kJ33HbgsqT1qdEaPHNTxgbZuyDNzL8s3c1nu1DgBoGv0UwD2MqV5tUs31P3b5FzxcEOSGZm042r2J12dhbPPyqHlKgwAClJ399h84d932HH22NyaJOfPy5PTR3VsDP0UgL3MAa2tra17Orh69eupqTmkyHoAoFD19ZsybNjhPXoN/RSAfV1X+mn33zMKAAAAnSSMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAkAFaW5oSPPWbpz/6orULqvLqvrm0hUFAD1AGAWAslubpffNybVTJuTjE2/I4g1dGGLdL3LrtAk5d+6iPPtfP8/3rjszE69bnHXdCLYA0JN6t/eF5uYtRdQBAPuxoTn5U5/P6E+NzaAzHu7aEDXH5uzrHs1Vx/TZ9nnaWXlk+vmZ9//G5oZx1aUrFQBKpN0wCgD0vD4DqtMn/dOnqwP0Gppjj9nx82HpX5P079vlEQGgRwmjALAvaWrIuld+nWcWzs/imjm5ZYwwCkBlEkYBYB+y7qnZufXBVXl569CcP/3YHNqr3BUBwO4JowCwDxky/sbcMT7J1rV59JrJuWLjA7ntk4PKXRYAvE9JVtNduHBhKYYBgJLZ73tTr6E589xP5pknarOx3LUAwG50O4zu980egIq1P/WodY/NzfdeaPjTjq1r8+jDizL8r47NoeUrCwD2qFvTdPenJg/A3mnhwoWZNGlSuctoU93dY/OFf99hx9ljc2uSnD8vT04f1aExhowZm8yZnIk3DsrQQ5M3XlmboRNvzG3nDe+JkgGg2w5obW1t3dPB1atfz8CBfXd7bNcgWumNHoD9S0f71ObNTRk27PAerWX16tdTU3NIj17jPc0NaWhK+lRXp4/FiwAoSH39pk730y5P0xU+Adhb7Fc9q091qgcIogBUvm49M7pfNXcA9kp6FQBUpm4vYKTJA1Cp9CgAqFwlebWLZg9ApdGbAKCylSSMAgAAQGcIowAAABROGAUAAKBwwigAAACF693eFzZvbiqiDgAAAPYjbYbRYcMOL6oOAAAA9iOm6QJABWluaEjz1pIMlIaG5hIMBAA9QxgFgLJbm6X3zcm1Uybk4xNvyOIN3RyuqS53TZuQiTc+no0lqQ8ASq/dZ0YBgJ42NCd/6vMZ/amxGXTGw90bauvaPHrj7OSUs5KVpakOAHqCO6MAUAH6DKhO9YD+6dOtUZpTd+/MPDjqmlx6anWJKgOAniGMAsA+ovnZe3PrK5Nz2/nHlrsUAGiXaboAsC9YtyjXzk2uuvusDOlV7mIAoH3ujALA3q65Lt+aOS/Vk/4679TVpnZZbWp/sy7ZvCq1y+qyzqK6AFQgd0YBYK93aE7+5xvzTrnLAIBOEEYBYG/XZ2hGjRm6874Dn06WDc/oMaNyaHmqAoA2CaMAUGZ1d4/NF/59hx1nj82tSXL+vDw5fVSZqgKAnnVAa2tra7mLAIB92erVr6em5pBylwEAPaa+flOGDTu8U+dYwAgAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAUAmaG7LuxdrUvrg2Dc3dGObVFaldVpdV9d0YBAAKIIwCQJlt/NXcfPbTX8q8n9bm2cfm5Pz/eWG+9UInw+S6X+TWaRNy7txFefa/fp7vXXdmJl63OOu29kzNANBdB7S2traWuwgA2JetXv16amoO2ePxdU8tztv/Y0KO7bvtc/OzczPl3qG5895zMqSjF9m6NiteOSzHHtNn++dVeWT6+fn1pxfnhnHV3aofANpTX78pw4Yd3qlz3BkFgDIbcsqfgmiS9DlyeIYvX5sNnRmk19A/BdEk6XVY+tck/fv22fM5AFBGwigAVJjmlStSO/4vM7wrJzc1ZN2Lz+SR//2l/LBmTi4cI4wCUJl6l7sAAGAHTbWZN2dtvnTnjHRlcu26p2bn1gdX5eWtQ3P+9GNzaK+SVwgAJeGZUQDoYe09M/qephX53oxbsmHqnHzppEHdu+jWtXn0mguz9OMP5LZPdnMsAGiHZ0YBYG/VVJdvTb8l6z51S/eDaJL0Gpozz/1knnmiNhu7PxoAlJwwCgDltvGZ3P65W/L25+fkqnFDuzTEusfm5nsvNPxpx9a1efThRRn+V8fm0BKVCQCl5JlRACirunzvMzPyyJtJZp6VR3Y4cvLVi3LbGR27SzpkzNhkzuRMvHFQhh6avPHK2gydeGNuO69LyyABQI/zzCgA9LAOPzNaCs0NaWhK+lRXp4/FiwAoSFeeGXVnFAD2JX2qU+1tLgDsBTwzCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQCoBM0NWfdibWpfXJuG5tKM11CSgQCgZwijAFBmG381N5/99Jcy76e1efaxOTn/f16Yb73QjSDZVJe7pk3IxBsfz8bSlQkAJdW73AUAwP7una3H5arvX5Zj+277/A/j5mbKNxflzHvPyZDODrZ1bR69cXZyylnJylJXCgCl484oAJTZkFMmvBdEk6TPkcMzfPnabOj0SM2pu3dmHhx1TS49tbqEFQJA6QmjAFBhmleuSO34v8zwzp737L259ZXJue38Y3ukLgAoJWEUACpJU23mzVmbL33+b9Kpe5vrFuXauclVN56VIb16qjgAKB1hFAAqRdOKfG/G3DTPuCZnduZh0ea6fGvmvFRP+uu8U1eb2mW1qf3NumTzqtQuq8s6i+oCUIEsYAQAlaCpLt+aPjsbpt6Sq04a1MmTD83J/3xj3umRwgCgZwijAFBuG5/J7ZfNTS6b24UgmqTP0IwaM3TnfQc+nSwbntFjRuXQ0lQJACUljAJAWdXle5+ZkUfeTDLzrDyyw5GTr16U287oQjgFgL3AAa2tra3lLgIA9mWrV7+emppDyl0GAPSY+vpNGTbs8E6dYwEjAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAkAl2NqcdS/WpvaFVdnYVILxmhvS0NBcgoEAoGcIowBQZut+PiufnXRObn+sNs8u/W6uOXdCrn18bdcHbKrLXdMmZOKNj2dj6coEgJLqXe4CAGB/N+T4c3L9w1dneN9tn/9x0g/zhSnzsvSUG3NadScH27o2j944OznlrGRlyUsFgJJxZxQAym3Ise8F0STJwP4ZlP7p06ezAzWn7t6ZeXDUNbn01M6mWAAoljAKABWi+c21WfHUD3Prlx/OkNkX5uROhtHmZ+/Nra9Mzm3nH9szBQJACZmmCwAVYW2W3jkrD6xclQw5P5ccM6hzp69blGvnJlfdfVaG9OqZCgGglIRRAKgIQ/OJ6+bmE0ny6qJcMW1GNs6fk0/UdODU5rp8a+a8VJ97Td6pq01tkqxcl2xOapfVZdRfjcqQTk/5BYCeZZouAFSaI8/Kpz/xTBY/t6GDJxyak//5xpx5pMQJwN7DnVEAKKeta/Po3YszfOqFGTVg+75XF+XBx4Zn9KQOTtXtMzSjxgzded+BTyfLhmf0mFE5tKQFA0BpCKMAUE69hmbsScmsaRPy0oChOSwbsqp+SM68ZnY+fUy5iwOAnnNAa2tra7mLAIB92erVr6em5pB2v9fc0JDmrX1SPcB0WwD2LvX1mzJs2OGdOsedUQCoEH2qqyOGArC/sIARAAAAhRNGAQAAKJwwCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKFzvchcAAPuD5uYt5S4BACqKO6MAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAVYuHCheUuAQB20pO9SRgFgAogiAJQqXqqRwmjAFBmgigAla4nepUwCgBlJIgCsLcodc8SRgGgjCZNmlTuEgCgQ0rds4RRACgzgRSAStcTvUoYBYAKIJACUKl6qkcd0Nra2tojIwMASZLVq1/PwIF9y10GAPSYzZubMmzY4Z06x51RAAAACieMAgAAUDhhFAAAgMIJowAAABSud7kLAID9webNTeUuAQAqitV0AQAAKJxpugAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBw/z854ZHQiITa/AAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "0f584f32", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6978bde2", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 4, 2" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "eaea06e1", + "metadata": {}, + "outputs": [], + "source": [ + "s = []\n", + "answer = []" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "efa7866d", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs(start):\n", + " \n", + " if len(s) == m:\n", + " answer.append(''.join(map(str,s)))\n", + " return \n", + " \n", + " for i in range(start,n+1):\n", + " if i not in s:\n", + " s.append(i)\n", + " dfs(i+1)\n", + " s.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "ad9a892b", + "metadata": {}, + "outputs": [], + "source": [ + "dfs(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "f37c0e9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['12', '13', '14', '23', '24', '34']" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "markdown", + "id": "579050e3", + "metadata": {}, + "source": [ + "재귀함수를 이용하고 출력하는 리스트의 개수가 m 개이면 리스트의 내용을 출력\n", + "재귀함수에서는 전달받은 인자인 start부터 n까지의 수자를 사용\n", + "재귀함수를 호출할 때에는 i + 1을 호출\n", + "다음에 오는 숫자가 현재 숫자보다 작으면 가지치기하여 검색하지 않는다." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "923b0128", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/15649.ipynb b/15649.ipynb new file mode 100644 index 0000000..6d97716 --- /dev/null +++ b/15649.ipynb @@ -0,0 +1,125 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "ba2c03b3", + "metadata": {}, + "source": [ + "백트래킹\n", + "\n", + "DFS ( 깊이 우선 탐색 )의 방식을 기반으로, 불필요한 경우를 배제하며 원하는 해답에 도달할 때 까지 탐색하는 전략" + ] + }, + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "1a400867", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8c0a4d4b", + "metadata": {}, + "outputs": [], + "source": [ + "n, m = 4,2" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "ab84c3b2", + "metadata": {}, + "outputs": [], + "source": [ + "s = []" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "5788b541", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs():\n", + " if len(s) == m:\n", + " print(' '.join(map(str,s)))\n", + " return\n", + " \n", + " for i in range(1,n+1):\n", + " if i in s:\n", + " continue\n", + " s.append(i)\n", + " dfs()\n", + " s.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "ebfd0319", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 2\n", + "1 3\n", + "1 4\n", + "2 1\n", + "2 3\n", + "2 4\n", + "3 1\n", + "3 2\n", + "3 4\n", + "4 1\n", + "4 2\n", + "4 3\n" + ] + } + ], + "source": [ + "dfs()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "aa93f6f3", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/15650.ipynb b/15650.ipynb new file mode 100644 index 0000000..e2fbb2f --- /dev/null +++ b/15650.ipynb @@ -0,0 +1,129 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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2t2fiJDHehBJ6v1uP/5VBTI7lVO/aQ+m5k1z84pO0DvXQ+f1ann7LhP3uOpo+n6gfMUL0HO0k8Gq8aXnl3dVjTU4zKS4pxXq1e7x2KsXEppwZXA0R+F4zHVcqqNtZnqGWEyBKaMDAscw+/vlCBy6Ocf534F4yyTYZOU/wFROuR9LrgDKbwn5+PUZiGJdC9L3ox3/K4NZNe2haacNY1Uljy2ZqXNV4v7gc50ILpiIrjqUW/L19hFclLnCF+zjzBoQuN1JzgvSa0RIn3j176O89w/Hv+gmG4xefzDYnrqVr2bPHlf1Y+h5hRCNwkzNtfxhrfnrFjO2OSjZ8zo0ta7IqxlxmpfdgDTUZP8/cDHg6IifqqTkSxjovU2GsWJcVZxiejyw1z5cDgJ3qx5uw/TTlotv1HmcudNN52o5jcR/+I0GcybWJN1XTkHrR1+ij56VizCW9dP9jNeV3jdYSpwZrpnycAeBqNN5uJ2pArhg9ZGBgyfw3vcSMhcLdMy4iIlOXXxi9MEA/QIbmZD2JJjfuh9qp/C9unm5/mu7bd1H5HyF88mmOXTFTenQnNUdJO3mKvtrJ4V8uoOKrT7JtrMbGRkVtO8svBekJHMP/h7U0rM182jAQjuDc1IB9XRuBP8vRHDbp3kFPJEIIK5bRgHG6jZqzxdlPom0ultNG/2XP2PwjvzwDbh+25D4URsjckcgIuZtWAcSC+Lc002tx4vnrVn50W/xPvnX7ARxnu+n84U7+5rIL39M+ys0Gxr+CZU7SaXyJGTMGJ/+uhr4MzfeibwTwP9HB+dvqaN1opbe5lod9t1L9YAOtS6HnsZqxk+1c90BF3uyn581+en4C8SZW26iYwr2joaONNJKjqfaY+DqakrvXKjJhwmD4jxBPqPHage6ieFOv0NZE8+ASmHgSmBhvaPLlRl71s+87PZg2trJtFQSaa2neYeDdvgVP6r12IxF6DzTydK8V7z4vzjJov62asVqUxGizuT2BtJNE90OtuB8Z/W1ECHw/cf/qmip8t1XBSIwYSZ+31HPsxu20trrgreM0N+zg4qNP4k0EvuT9u3px7maJuRgX+un9h2N0ng5h/rMNNO3xYM96fjkMGTtGi2UZPlHkVCeBkgoalibtIzO0n5uXLsf1PT/HTrvxrYg30336+CDuR1yYYZJOXkIEDh7DuH09rT9wYk0Uz7ykmpZDqwn9Uw/dP+zAeMSH2wL2u/dQN9TG7s3HKS6BwSEby2vbaVoW/7Yn1IwmN2dNYYSD9IaD9CZqEdPvGZ6OYkyfsBI9kQjGaaYX+KKXw1ByK8kRLnbOz469ISr3tOMri9D7dD07WgxaGxNNPEdr7cbuU83RDHg2ZApqUzUSI4YVa7ZrhDEDIxImFMn8C7ve44zxZjf7dh/DvLGVphUR/NsbqY162b7Jk7nFhxHieEsbfbf7OPBfB6h9rJbGkSa23WXHnNaiaerHGYDYr39FEOBskNiKbBeugE95qF5ci/9gL/atbqxj98pG6D3op29xNa2fyjaxiIi82/IIozGCgW4Mmw2OH6NvtY/ypJPIiglNd308eUOAzu/XUnMFzDY3259owjV6cpfSrMxyh4+GOzIv1VTmxHO/k8nvXHPirbezLmdz3XHRqIHlpgWUQvz+lRU+2nN2bGLFc4+ddT8N4tnkBIJ0H7JT3WWFg0mj2Rbg4Azhy+AcXd9wCNOfVhNv6JWDyYnX/yO8mZa+tBLfvsqkIaVYrBC+EoXRtb0aJYKVtV+PN0WasJ1HIvQd78P631rZlgi5nvof4TobYODjpZgwMH3CSmlJ/PRvumEjH/a7G/DRlrmp9gRWbHYToXCEsXW8HCaEg+WfHJsb1Y+PXoCIN/Wa+FsELofGxnP9MksTcSD25nGaW44RHFpA5fYnxzqI8dQdwPZ8G/sbNtJhrYrX3H80SvBUJ4ef7eGirYq6/dU5O1G6vu2Z6YQ/e21LphNS4woMX0oPDO6H2qme18+Z1+2s/bIrfgJ5cxXVKztpfPn82Eni+DadrNOZJBk6bYn9PsTgjWtpeNKFPcPZ7YI766hjwdg62v40y/c/2Y3elwK0HQnhenA7zuSakpnazy1u6p4wc/zH+6k5Gu/AyNN4IEfHQEmKHFTtqsvymQX7HVX47pg4zHV/AwfuzzxJqauauhutlMKkzVknl/JbGxokEgVLWWkiGFqxlyT/7iZrfplFjtAM8Xt94Rj1vu6xYHL+5QDRlQ1U2uLlcN+zlpMPn6H/sid+L3pSGIy+tI+aXB0Kjckcykb3odT9Zvz9NC8aTeYPES5iwT72m035Psw2nA4r1izLva7jzOUAzbsDlG7cQ8NKK2DFu6eFBd8/TPCyJ/22iHCA+jo/oZuqadpUjtlcTmuzlf3fqafN8iR1K1LnP5XjTMJIhJM/7cW6wo35dCfdXyjP3sy2yIpnVyvWo372bfUTMcUvzhoxK46/3ErrVtd4QBURkfecScOocbaDtpdsVD9Rh+XHmye9n9OyxMOWJXl0fpLhpGQ4GiHKxJ4/AcofbGd9rqZ5S700vLIu3lz3z3Iv1rLCx4HEH8vByUuZmH85nqY+gpucOM/2EVhVjhfiV21HzStntauDjp8GcW9yYr4UoPMlM6sfn6wHzwydWiR6Gi2eXzrxKrOtioadFdy6zM3wd0/S+wUH7rkQ+odj9C/0sCHTH+siK56dDfH/v95JzVPEayyWerBe6WGfrx/Xrna2JZ/kTNa7bM6eMmfGLcsqMH+rk8DnmvCUGQR/eoyBRWvxzQcuz+yyTDY36x+tYMFCS7wpdHJHT1+so/3zMcL/7+BYTVZsyEpl44Gk+y8nMe3tObUT/imfkI7YuWVuB+cHDDzzzXC1n75XTbjuXQBcTBn5+mqbLK4qqhmg01fDvgyfj3U6tSm+FZzu1Zgfn/j9h1wb2J4rBIQDNNZ1EL2zjroV0/h15rOfA8x3UfWIi6opzXzq+7k123SjjEEiZRuSOpuZXi+1cSm/tcQ+4GvL0KlTXr1PJ5aYWgubITTH7/HO3tvxgpud8LMgoREn9iIIv3KG0Lxb2PAnGdbiOi+mTXX6Cc3WM32f+R4r/+dFBljA2rF1yrLvj8TwrBymeA4YEy7gMP3jzHwPTR0pf7Pn2vE8Ev+7EZubdNEDwOZma6ML203jl37NN3vY9uToPAxuWeNhbII/mcpxJi58so3OSxVsf3QL1k/WUvutNmxNPsqz7f9FVlz31OG6Z/Lfk4iIvLfkDKORX+yn8akzLLi/Nf5HZFMTa1vq2eEL4WvMdoocP3nq/8wk945lPSmZrAYjs7HmurZsTTFHm3UmHneBB8+qvOdO+apGOk9UUh0O4f1CpjpMC27fLi62NFOz2QwjJlwPNrE+2z2cSdOlnXSMNit+PEvT49u9NN3np+0rG+ksAqOsgrpHKyftHTj6PweIXLIwOASUAH8IE7wUxHoZSP4jn9rzaZJ8enXsad9MH4kmi+2b6SN+cjaVTnpMS7zs2tTG3sc20l0ERpmHhq/lrvkeberFCFAEjmXl+S2sxIr9phyfF5mwLRxdsgXXF6viJ36+flz51JJc5/bM/PiELCapeZoQSIocVD26Af9TtWz+cTGxoWHsq+rYdoeFbCeJA8/W0MZ0H1eRPdCmdTq1aD1ND7bRnPT979rpzrz+IxGCLxym7civWHBfEy2ft0+zQ6h89nMY79AmvSfZ4pJSrJ8wkV53PY39PNt0o6VI6xBuCr3UXo8Mv+fZDACWFT7qftdG89bNFBPDmOvCWx/vHTpji5MrPezbnee+eb1lSw6veX2fWXy6mvY9UYpTL/JeDlD/cAfh1AsWpF/Aub7jzFQuepix3WSGEYPQ6cMcPvorLlIcL/sIYE081mz04uiUjjMGwR820nzKxNrG9bjMwF81Uff2Tvb6aql8fE/6xREREXlfyxlGY9FhypOaLWK2U7XrAOW/jWKZN5heYwCMdrwwOJT+Z8+6pomuNddf6MwSzXWfO4ODeCCd0GyxrBTzPAeuG+O9cy5wlGP6dSD/uX/BCw/X0LjIS3u2Ew2zg+rGQwW4V8mMfY2P1qlsSyPIsa4QlnnDdP9jhPK7iuk9epLhEjj5424qkmu7c5wAAVjtmU62AZx4u7oyNDeeeB/luCD+dZ0syPIIFdtKH6151VJkWe7lAPU/OZ/PDKbu32MMXhok9u+pH1jxfLNrYvPyaW/PuGyPT8i4P+VqrpkhkJhv9uDbl/9jXIaNCJFpR5qkR/+kdTaS3vzYusJHa2qTv0xiEfp/bWXrkz8auyVguvLaz3OY+Wbu8X2n49L4Y0aSTfzt5Nq+YC1z5/ydvWdN0lw5TdZ98910Pc3ck29JGJd2Aee6jjNTuegRF36hnp19FbQ+sQVb0g2dsQvd7N5Wj9HammhaPZXjjBmro4Lt/9Uzvi8XmXFtbKd1ZRjzTSZCP89jNlkF8a/rozzTY5xERORdkTOM2u7ysT51YJEZ2yIzU2jkWjiJ5rqNoXgYnezEMPjrKcx7vovliwC3a5Z7kp15xrnDNLachFW7aL0zxL4dtdS+aCZiWkvTITfh1np2+AbwPuqjYuysIvMJ0Iw620dg0fJpnfTPnMwnidYy2O9L6Ytz2g+wh4Jsz/eJtPvDrleJk/U7Z+jU8j26n9vvzv+xIlPfvoXaB97bcnUCNJGdql1e6MhQk1gG3d+oYWJf0/HWCIXpVOn9f5yxLsvcAsZ6U4a2Pxlbglixsp8a38Sh8fvkw4QIwFkvzpk8BomIyLTNwqNdJutlcYY6gFjqpSvDHxPnpi66rnPWyfMaP8VNr/FybuqiKc95mW8sx1Nuy6/54EdNlJaVTuxNdgpSl2W+qQLvN6twLDQDDhqedNDTG8W5Kt6xg337AZxvhRieZ0pafjTDSdWoqX6Hpbj+ug7bvFLi3TLHRcIhPPd4p37SX2KjfE355I+p+JMK6vzu+P1VWZtPTvNeyMm2UfL9Wde5PSd7nErevaMWm7GWkWftWOnE+77GZmHF+nL6id6o3I92malHbmQu23RNfT8v0DFuysuabPtm+60UuPfZGZTxuDrp/pb5dzblWu3pdOA0VTnXJaU1wYwft+OyNT233dVEy9zD+L+yebyZ7tAw2G6lqrmJisnuGwGue1+ecsddHpq68m8JIiIis+8j165du/ZuF+JdM2Rg5P3MUREREREREZkpH+4wKiIiIiIiIu+KaTYEFREREREREZk+hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiFURERERERESk4hVEREREREREpOIVRERERERERKTiF0VGvd1Lj62RgFhcRu2oQG5m98ceMxDCmNK1B8Hk/3eeMaSxstoTpPeSn9wIED65j3cFgfpNd6MV/qJfwTBVjyMAYyvzRtL8fgGiI/ldDRPMcPXzaj//0jK1VupEYxtUYECNyrp/gpdjsLet9IHYpSP+5CB/urSAiIiIyuz72bhfgulwOUP/wGZY/2YRn/sSPIifqqeldTvs3PVghHjaf6k2bhfuhdqoXA8MGkUswPGuFDdLhbYT6LrxLZ2P8JH/ooTl1u4xECZ7q5PiJIBGsOFZWsuHzLixFAAbhvgB9pkoql5gzzDBC4LEa/PYGujY5J1189KV91P8klHg3zOClKLESC1ZL8dg4Y9sd4FIv+77xNH2Xwb52Fw33ODAzyPkTAbjNS3nGpRgEn+8kdHP1xDIPnidwAso3urGll4ye1nqOjxZtaJBINIbJYqW0ZKxk+NqqcSTeBY9spJFM6z3Z92MQOuGn7Wg/htlEzDDjutuHd40dM8DvemhugYYuL5axSUL0HDnM8XMRzDY31ZuqcWYaWz4AACAASURBVM1LrNZAgADleFekr9WMONfBxiZo6Kok/ONmzrjbaVpjBVK/z5S1vBLBdt/4uNdrxpZ1OUD9w37s2b6fkSj9R5+m49QAsRIwYnYqtvpY74p/G4P9nTQnHz9EREREZMa9P8LoWT/rmuIn7ulRKETn4zV0F6UMNgahbPn4+2GDyCVXlnlMJnsYCx5cR9/t8RPegWdraHs5vuzIUDHWeeZE4KmgoSs1Ug3Q6WujFxLjgKWslGIAexVNtblOgZNC1YjB4OVhiueXYi5KTHtf6vgGfU8/TFukmj37tmAjTPc3dvDwz0opTeQ44wrY3FkWZ4Q4/xYwNEB4xIktdVunsKzcRvvKxJsLx6nd1kl4/mrq9lRlmDZKz8E2zrsaOPS5MM3bmjn+fx5i/eLU8dLXKXeAzlgyKmrbqUi8Cx+rpfa5MFZPHa1rc4S8023UnC1OGTjMIIzNK1XsFT/1R4vZ/sQhXHOBq/3s/0o9+284wLY7sgT+lnqO3bid1lYX0ZP17Kj3U9fqxVmSYfRkZ/2sawrgyRi8gvjXNRJY5I0Hqys97Nt9nLFLBdEI0RUNdN0+yTKmKVe4HN83xvfJCb+dCeL74Jk8l2v85jwhwHgjDEvTv9vwC7tpPltOyxN12OcC4W7qazfzpdELE6nHDxERERGZce/5MBqv4QQH9ixj2Kl+PFvN6EyWxIEj1Ij/bPaaSse97bTfC5EXdlLzmypaHynHdNbPuu8WkxplwEF1WzvVMBa2fW3JQTlXs9SkUDVaO5y8DS4HJo5+tZ+e06Ws3VeJzQRgo/KBtQS2naf6iTrcc3Oc6I+E6XnaT9/N5ZRf7mT3ITutG13x4DuJ6BvdtH3jGOb761jft5cddYNs/9sNuMpMSWUL0nfWTuUmJ+ayW6i83c/+Xw7kEUavw0iUgRfa2H3czPqd6+n7zg52vr2dbfe5sJoyjL/CR3uGmlH/usasizh/tpfYsoZ4EAWY68K9LEbj92qpea4YhlKi7BsBOl8vZ8uj8W1rvmsrawO1dL9SjXPF5GHbscpD6LkAkaUTa/IiJzoJLXKMD5hXwba28eX2P72Ozk/mrvsbHhokMrdyWrWE2cMlY7/7ZJET9dQcCccv5KSxYi9J35PShHvY39GHfVk5ked24/9UK15X8vwiBPvCONwV8SAKYCtn+aLD4G6gaY11Fo4fIiIiIpJqVsPohQsXeOaZZ3j99ddZvHgxDzzwAAsXLsx/BpcDtIWr6fom+Nf1zV5B82Kn+ivL6XzYTzBn7WqM0G9CmOeVYgIi4RCULR9vivk+ETPChF7pwX/oJIbLy55dFdjeCdL5rWY2+26l+r9VsXypHUtaeIsRemEvbceDRG5wUvlIK9W3WWH1AZynD7N/x5fYW+Kk4sEteG+zwqUQAzioLAMwYXc4MF6LYEy6xaJELkH4ShSITqhlzlpfGQvR/Z02jp+NYFlayfYnqnHNh8r9Tnp+vJ/aL+3FvKSCrQ95cSVf3JhGzegChwvTs3303+McqxntexWcG/fQsNKSFsSiofMYi5ZjH6sFteFYCsfeDMGKyevyB1iAlzP0X/YkXZiJ0N8Ly912BjIGqwGCvwTbZ0onnT9vddLo68782TIf7fc6Mn82HTdV0zDV4DsSw7gUou9FP/5TBrdu2kPTShvGqk4aWzZT46rG+8XlOBdaMBVZcSy14O/tI7yqMl5bH+7jzBsQutxIzQlUMyoiIiJSALMaRkeDKMDrr7/OM888Q2Nj9tqkNPM9NG2CrLWEHzVRWhal+xs1ZDpNttpNKTWSPbT5+seH2d246aU3RO4QA0CIMF58G+upORjMfu/kyHmCr5hw74yfnIffGsD0p9VjJ9Y97TX0l9ip2rWNisT9gJFwvBlj+DI452eYZw6x35xngAGsv4nhmZ+cDEebL9up2rWFijuepu2Zbsq/XhlvpvvMMQbnltL5WA2dpDfTDZ30c+xfy1m/5wc4R2sy5zqpbv4Rq9/qpeenh+kY8uG7IzU0mrCv8tH0X4oxm5PKU2TGvnILLSu3ELtqwJxETdUfh0nrNinoZ6fPlDPs8XofPVfBeKmPgXvXp9UyZ2Sys7qmiYpiM8lFY66digdbqNgUw3gHzHPHP3Ju6qJrU+JNzubiE1lW+Ggy/LRt24y/pJjhIRP2NQ1sW5E5ZA9n6Qgp/w6SbLjc0PbLCJ7Reyov93OG5fhsFzNP8nofPUNutrhMxHvuiu8fsZTfgnVNE11r8i1Hdsa5bjrftFP9eSdmIGYYULaA5ChcXFKK9Wr3NIJviMDBYxi3r6f1B86xGm7zkmpaDq0m9E89dP+wA+MRH24L2O/eQ91QG7s3H6e4BAaHbCyvbadpWXzbqWZUREREZPbNahgdDaLZ3l+3lCaHk6tIaQoLUD15iEliXePD+1hN1ua6xis99JSsZtcSYGSA4C9NlD94C3A+XoKa9pTpwvS9OIDJZOJYYADPfVOpYYrQ87NebDYbvUe7WXt78j2ZKc2Xa56k7lQn/m01RDBju2M7rbtcWIvi80ltputY20BdlqVabnJT9UiWG0wzdBRlXIkwXGIduz91tHxVu7ZRUVqKlYvxHmtLIPZOFG7fQusjZjqyNoON0vuTk5ju8lJ11k/HSQ9Nd01ejzZ2T++o1Pttx4pWRVPtAk6O1raOGhoEmHhBA7IEJDP2NT5as4W4Gyuo2wkLEm+tN9oxvXWRyAhj30k4BI7PLsgyg3TWNdXY13UTXBP/jQd/6sd+TxdW/Okjj0ToPtyNpaqV8rHa2Ap8bZWEk34Ladssq4kdP2Vi/K6PQF8xlYkwOviHMFhuIflnkbNZby5FDqp2ZfnFFlmw31GF746Jw1z3N3Dg/syTlLqqqbvRSh51xiIiIiIyTbMaRhcvXjwhgC5ePHM3AubsGGWCROjJ9vFIjBgmMt0qmJkVz1e81Cea605gBOns6MV+dzuOIoiePsbJoXJ8S7PPPXLiaTrf8VD39VL8DXvxL23FuzS/DnkiJ9ro+IOHur2rGWioHb+fM9PIRRaca7bgzKOGK9O2zRwobVR9vY6K5NrcxdW0t1UnlzIedBP34qWZ58I9r5PuU2u5dWWE7n8YxHX/LZjIUpsHhF/Yy9PBcnw+D+V/EWHzY/Xsm7OLbStz9zQ7ek/vmEz32yYZq22dpuQenUnu3TmphnWsnnTxclbfsJvOU5U0rbFinO3m2FsuNnx1Kg28nZSvaqTvrBfn0iB9pzyUbwLOpow2EqG3tZ7OIi+tfzX5Nmsqm2Rfm1Yz3Rjh3w9iutGW2AYpPR3nYq+iqbYiqSF3hmmzXWiwVdGwsyLRUiHHMo1BImUb1JuuiIiIyCya1TD6wAMPpN0zOlPSa1BGQ0+WRz+EIa2ZLgBO1n9zS5bHh2Qx3zPWXLdhbGCUnrZmeuZ7aV1lBSPIsWf7sd/XnlTzNFH05TbqD0WoqK/DudhM3aYgtS07iW2qY/2KHMsfMQi9sI/656JU7KzGaTbjfHQbF+ub2fxmNU01WcLslR727e7HldREOJPs2zZLoMzAeLOHw0eO86vwMMUlVjhRz8ajxdhvr6Tqbg/OseXbqd7lpfmxHXzpCNju2k7THRbIGEZjDDy7g90/M1O9x0e5GVi0ntZGE43f2s3hTz7J+slLRuilwxz+ya+4OFRMcRl0P7aRTpOd8s9VUb3KmXjcDeQTkOxfbGLbyhm4I7jIwfpdW2lr2cnGn5lgyIrn63W4pzhr5+0eGp8LUMlFQhsr8aaOcKWP/Q1tnPlkNU07PYla2Nxy1VYGD66j0ZjOA5FMuO4/wI/Gl0JFbTvLLwUJXrHiXGKdwgWiib0kA5NeaMg6XYKa6YqIiIjMvlkNowsXLpzaPaKzaamXrtSazOsw2ly3Ewf22wEsVOz4AcsxYSqC8OnD48E0kys9tD09wK21e8ZqQq2rGjhgO07bLy9CUY7a0SKIDFrY0LgNz82J8eaV42tvZ+CtYuzFWTp7+vcYg5cGif172trg+WYXnimsf05DffgbDlP8t+0cuC1pPUYMQkeb2fmtYVr3VY4/B7TMQ50/n6WbcKzbw4G7TRPu+TQvrqalI1GHmVoLmCL2ip/6I8Vsf+LAeE+3AFdDdH57J7tjrbR+frRk2cPKWEAfmiSIjXb8k9QhTviN+D3QoTA4kysmy9z4WrM9XydPSyvxPldDTZMD75MZfnslpTjubmL9CntePSJD7lYIw1Egy4WTtOmMQRgKZ7gfdPwe6sI+3zP+HXZcSq3xj0u/51xEREREZtJ7/tEu713x5rpnHk66H69ovLmvbU0LP8rVJHZeBQ0d6THHvKSKuiWQ+9EuZsrv96UPLrLiuBm4PGnhC2MkNvPzLDLlHaJyydZh0IxL9Awbb6Y7jHHuMPt/aqZiZYzO7x7G/vX1OOdOPpv8WXG5HcDyiT0CjzI7qJjiPZnTfbTLtO//LDD73fnX+IuIiIjIzHmfhFEn3q7J+i8txvQJK6X5PIcw4+RmrGVkqQmx4vlmht6N5nto6sq3PrEYc5k12wIKY5Leh9PvxZumknK8jQaHj9Sz+eAwxSXFwDDDQ8UsuK2KlscryH2nIsS/8y4AwlEPnny7ksn5PYLpdi9NxmEON2zGP1RMcQkwNMxwyQJu/WILTSsmL1liQZP+3lJ7hrWae9l/xEbFrjo8N4PnhJ/9T/WwbewexuxKHTm2wVIvXUmdYqX1fpvyeUZJHSqFJ1mPdJN3XpSv6femO62lYfqEleiJxONc0kzs9VpEREREZtZHrl27du3dLoRkNvoIFNMM1ASKiIiIiIi8lyiMioiIiIiISMF99N0ugIiIiIiIiHz4KIyKiIiIiIhIwSmMioiIiIiISMEpjIqIiIiIiEjBKYyKiIiIiIhIwSmMioiIiIiISMEpjIqIiIiIiEjBKYyKiIiIiIhIwSmMioiIiIiISMEpjIqIiIiIiEjBKYzOktilIP3nIsTe7YLkLUzvIT+9F5KHDdDpq6Hz9RyTRUP0vxoiOt2lnvbjPx3Oc2yD4PN+us8ZMzvvmIFhpHxTQwbGUJ7FEhERERGRKfvYu12AmTbwbA1tL2f6ZJjBS1Eq6rvwLs1jRpcD1D/sx55t/JEo/UefpuPUALESMGJ2Krb6WO+yADDY30lz73Lav+nBOjrN1RA9Pz7M8bMRKBqdD1iXVrH+ryuwz81dpMgbPfT29NF3LoyBGdsSF7cuq8Cz1DpxxCs97Nt9nFCmmRiDRMo2TCxXvMScPxGA27y4F44OG8a4FIHhHIUKBWhugbpnt+AqyjKOEaLnyGGOn4tgtrmp3lSNa15iqQMBApTjXWEbGz38i8N0/KyPMDbc67ZSndimYBDuC9BnqqRyiTk+aMQgeMrP8RMDROY5qbpvPRU3m7POO5PIi83UpHxXwSMbaaSBrk3OnNMmxsa/rhHy/W2JiIiIiMh7PYxG6Wmt53jGVAXD0QjRFRMDg+PedtrvzTR2IjDkyfjNeUKA8UYYlqaHmfALu2k+W07LE3XxEBnupr52M1+yWCktAYxBKFs+PsHIAId31HP+v7TQ0mbHPBZGDUJHm9m5I0xT+3ocGQOdQfBgLc0D5Wx9aCtNmyyYiBG90Mexp2rZ7KijdZMT8+jo8yrY1laRcb0iJ+qp6R1/H31pH/U/CQHDDAK019BfAuDG1zZJEBuJEPjJGQCOnarCtcaaYaQIgZZ6jt24ndZWF9GT9eyo91PX6sVZkj529HQzO561sr25HZfRTf2OHfgffRLvElOGeccIdtTSHKpkT6sPy1k/tQ3NxJ5owjM/d9HH1zvOSjeNvu74m2U+tqROcNbPuqYeLGWlFCcNdj/UTvXi3MsSEREREZF07/EwaqGitp3MsQqCB9eRGi+DB9fReNqC1VKcPkGZFXeGwWnCPezv6MO+rJzIc7vxf6oVr8ucNEKEYF8YhzupNtNWzvJFh8HdQNMaa1ro4w8hzl+xU/7ZpCAKUGTG/tly7Mf6CP0BHJlC1IUA+08twHvAi3u0khATlpvceB8dJrx5PwFPO1WjNZqXA9Q/3EF4funEZSVY7aaxQGVZuY32lTAW1mvak2r3gpzJto0u93P4O3s5adpAays8vaOWnZHtbLvPhTV5mW8E6Hy9nC2PujAXgfmurawN1NL9SjXOFeaUmYbpOdrPLesO4LIAlko2rDpO/Yu/YsOSctLi6NCv6DkRY3VjJbYiwLWW6k9v5vjpMJ61iQsIp9uoOVuM/YtNbFs5tvHi673CIHT6OJ2n+ggbZmx3VLLhc25sZggezLTSFfjavORTVyoiIiIiIrnNahi9cOECzzzzDK+//jqLFy/mgQceYOHChZNPeL1W+GjPq3llkpEYxqUQfS/68Z8yuHXTHppW2jBWddLYspkaVzXeLy7HudCCqciKY6kFf28f4VWJIBTu48wbELrcSM0J0mtG57tYvriDY0cC3LKpAoclHq1i0QF6jnRzcfFaXNlq84YMDCyYM9QkUmLGwhTvbwxFiACWSUfM4HIvbd/203fZyvKNTRxYEQ/XTfsd9Px4P7X37sW8tJq6nZXYTRANncdYtBz7WNltOJbCsTdDsCLlO7oa4vwlK84/HS+Z3eGCgwOEKMeRWpYLA/RTjm/R6AALTped/WdDGCTCaI7fQuhoLTvPVtC0sx3H3Ai97TvZ8TQc2O6Oj5AIsu6H2qmezrYSEREREZGsZjWMjgZRgNdff51nnnmGxsb8m8pOZBB8vpPQzdWJ+wVjGAZYF5ROGKvYbMX68n5qfJnnklpDNi5E4OAxjNvX0/oDJ9ZENZx5STUth1YT+qceun/YgfGID7cF7HfvoW6ojd2bj1NcAoNDNpbXttO0LN5UNa1mFCueXQdw/lOA7u/V0xaOd8Jjtjkpd+/iwH+2kVpPOOZTHqoX1+I/2It9q3u85nEkQu9BP32Lq2n9VNL48z00dXmybsmMLgzQD5ChWXJPouluvEmqm62Pl+Obm1JPOddOxYMtVGyKYcRMmBMfD49kXlws0/AModtkNsPVk+z19VEMGFfAlsiK/HEYAxOm5JrYj5rgXw0m7+IowsDZKA53BQ4LgBX3SjdtTecJkVhAcpA9O+kMU7bT5OOLiIiIiHyYzWoYHQ2i2d5PTWrnNYNEwmD59MQIl/2e0UkUOajaVZflMwv2O6rw3TFxmOv+Bg7cn3mSUlc1dTdaKQV4vZOap3ozjmeEg/Q8F6Tnufj7jEGmyIpnVyvWo372bfUTMZkxY2DErDj+ciutW5OaxuZY1kR2qnZtoyLRkdDAz08yWGKCf+hh4K8m3rtaMdZ0d4BOXxv5zJ1lPtrvdWC90Y7prYtERkiUMUI4BI7PLkifZq4FK2EiUSBRS2xEI1C2ll1tVdiIEHisZrzpsNWKnSDRq0CiuXT0ShgWWLECkZwFHK3d7mFgWXW8ZvSlXky3e7FD5s6fJlExoYmziIiIiIjkMqthdPHixRMC6OLFM1hdFAsTjZqwl43Wck49KI3L0FHSiMHg5WGKU++7tFXRsLMi0etqjg6WknutXVxNe9t1NvQssuK6pw7XPaP3ymbp6XU6y7rUTcfzZtY278L8wx3sPeSa2CHSGAfVbSlNVi8HqH/4DMufzNJp0OLlrL5hN52nKmlaY8U4282xt1xs+GqG2umSWylfMUzbP/RSVePGTIjun/Zju3MDGfvDLbsV98LDnDwdwX2XFYx+el4axv1g0nbJcs8ogP3uVlqsx+lsqUncM+plz+fc2WuoMxkyiGXqW0lERERERHKa1TD6wAMPpN0zOmNMLtYf+FHSgHhQWv1WPyHsuG6ayh2RGTpKGg1Zj+fqmTV7B0vpzXTjYZmCNOGcJJjbq2iqrcACRPv9NO/twbSxlaqbrfCIj/P1jdSGvdQ9mvmRKOHTfk6yetJHpgBQ5GD9rq20texk489MMGTF8/W6pI6Ykpko39jEhoNt1GzuxISBdUUdu+7KthwblV/dRvipnWz8qRlGTDg+twvf7UnpMNf9w0VmSu1OVj9YmefvpYc2X3+886ehYYZLiik226h6qDKPaUVEREREJNmshtGFCxdexz2i6bWOxhUYvpToIChZUri6+GIzzTTQtWla3fNMUbzZaMclK6UZqtOSe63N65mdMya+LFeG517GQ3JsrBimjy+gfPuTVI0+y3NeOb72dgbeKsZuuphx7hOe31lio3xNObZMnSuNKnPja3XnGCGJ2Y7nkVbyvuO1rJwtjeXpj2LJU7bfi/O+QxxKriNd6qWry5tlLkH8KUMiJ+ppw0dTxsfdiIiIiIjIe/jRLrkf6/JeYr+7YfZCR8Z7QK1YSe+kaTod55gXe6hKHVhkxXEzQOYwOsFcJ5UbP4APOykxT625bopIeICBUD+RNR4UR0VERERE0r2Hw+j0TL833WktDdMnrERPZKitjS8tqZOgYsxlVnoP1lCTuWQTOhQaM637TXMva2KN7eTzSR15JrdxqcODh9LJRwTAjK3cQ/mN+cXEfOade12yfCfpc0nbTs5NXXTlVUoRERERkQ+nj1y7du3au10IERERERER+XD56LtdABEREREREfnwURgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRgpu5MPqHn9O682s8cjQ4/XkMvc07V/9IbGTGSiUiIiIiIiLvQR/LZ6R3Qif5fsd/55XQH4kBcz6xkJV330fVf17InNGR/v2PDP6vt4m8828TJ479kXeGYplnXHIDc0zjb891fY2mnjI27m1g1SemvC4iIiIiIiLyPjFpGI30NLO94wLm2+5k5+Y7sZt+T/9/P8L39jfzi988RNt9Tky5pv/53/HIkUsZP1t0XwNf/4s5YzWh0aHprIKIiIiIiIi83+QOoyNBTv3kArElVTR/+U4sANzAHfc2YGUbDYFueiudrPwP2WdhvbOBZ+9MGfj7kzRsfx64xEv7DnDozetbCREREREREXl/yR1GBy8ycBUWuZyJIDpu0dJbIPAab10EcoTRjM10r75DDDBRxqqvP8WqxOBzHQ/R1DO1FRAREREREZH3n9xh9H+fh9UEr/zmt7xzZ9n4/aFA+HcXgHlY/yT3AnI2051aWUVEREREROQDIncYLflzPHd28osTz/Gd/zSPmlW3YCFG5P8+QvvxK5iW3sMdn8xnMdk6JbrEqW88pGa6IiIiIiIiHzKTdmC06O5dNM87ROtz32Xrc6NDTdz02Xto3vDZtOa7eRt6m3diJm5/+Bu4TfEukPqf/Rrt/2O6MxQREREREZH3i8kf7VJ0Azfd+QjfvTNG7OofiWHCNOfjmIpSxvvfFlB+559j/9S8DDO5xKHtD3EodbDJxGc2NLBz+Q0AWEqmswoiIiIiIiLyfpPXc0bjTJjmmrI/xmWuk7vuc6YNtn72q/jLUzowKvo4c+bkeiCMiIiIiIiIfJB95Nq1a9fyGTHe0+1nqP/BZpZkHOM1Dv3NAU5VbObZDZ+Z0UKKiIiIiIjIB8sUakYB/o3o1bd5J+Nn72Bkne4Sp77RmGdHRdk6OxIREREREZEPiimG0SDtX/7aNBZTxspt38Y9knssdWAkIiIiIiLy4TDFMJpHM90sU5rm3JD9ftMEdWAkIiIiIiLy4fDRd7sAIiIiIiIi8uEzxZrR12j6m4dmpyQiIiIiIiLyoZF3b7oMvc07sclHw/Rx5pRM87EtQ2/zTizLc0xFRERERETkAyP/MCoiIiIiIiIyQ3TPqIiIiIiIiBScwqiIiIiIiIgUnMKoiIiIiIiIFJzCqIiIiIiIiBScwqiIiIiIiIgUnMKoiIiIiIiIFJzCqIiIiIiIiBScwqiIiIiIiIgUXM4w+pGdP39X/wGEI/+iV73qVa961ate9apXvepVr3p9H7xOxUeuXbt2bcpTiYiIiIiIiFwHNdMVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRglMYFRERERERkYJTGBUREREREZGCUxgVERERERGRgss7jMauGsRGUgZGQ/S/GiI62cQjMYyrMSBK6NV+QpNOMH3GuW78zwcxLgeoX1dP4PIUZzASw8i0rtmXSPB5P93njCkuaPZk/K5mSfi0H//pcAGWNMXtfKWHfb599FyZ3VKJiIiIiMj0fCy/0YJ0eBuhvgvv0qTBv+uhuQUaurxYck1+roONTdDQVU5fS3N8PmkTROlpred4KPF2aJBINIbJYqW0JDHMXkVTbUViWQYDzzWy+1gI5pez9evbcJeB8bs+An3FVC7Lb83S/KGH5ofPsPzJJjzzE8NGogRPdXL8RJAIVhwrK9nweReWong5wn0B+kyVVC4xZ5hhhMBjNfjtDXRtck6zUFOR5bu6HkaIniOHOX4ugtnmpnpTNa558Y8GBwIEKMe74v9n7/6Dm77vfN8/tz7yeKNDj7wUXe4V6UQnG5MOgjzYRAAAIABJREFUukyV5OCTRdCDTwbBaZy9MRnqnAZyWHMoBF2lLizUqWuC69Q1C+vERymUg5YWaOMy4E7jdsGZHOUsuJt1tok6jDIbnGaVadAsVyy1tt5v6rHGzf1Dsq0fX/0wGLVpXo8Zxuir78+Pvr/en58OkwVH6ff3MVxs3Vm/KcR+cpITPxohhgPPxh00u6e/yU3nwut2PtzFLleSsatjJH9TzgFGCG6c5zQTEREREZGiigajiVcO0f6DKDDJGEDAR7gGwIO/r5m67LkJ9bbTH46TwIbdBmNXE2Cz07jSXcau2GhoDdAAgEHkWCudLyWwrthOz1YXeWHeWwN0v2hhc99xHD9qpfNYCFd7QxnbyQh6pwzGrk1SvagWaxWpwOix3PkNRg7vpC/ezIFD23EQY/Bre9j5o1pq0ztlXAeHp8DmjCiX3wUmRolNuXBUFd+7yLGNdEZbCDzjxZ4xPX6unT78dK23w1v9+L6ZE4YZY8QXbybwjFlQmCkdHJO/jent+I6P4p0JzOIM9bRz9pO76e11kzjfzp72IG29LbhqTFafpY7mvgDN6U/JV/v4fO8ozYcCNN2eP3fiQjd7XrCzuzuA2xikfc8egk89T8syS/F1XwqysSuVKTIT7ueWiF8KsrErhG1xLdUZkz1PBGi+u9Rx5DILXm9BQHttiPadQdgSSP3uWdK/49ve7OO+yW058/Y/QnDjCPXzsQ3S5/dL05/qaEln+kSObaSTSmXYiIiIiMjvgqLVdG1rdhHoCxDo3cEqYNWOQOpzXiAK08GkfzWw2k+gz08D0OAL0FxOLDqVxBiPMfpKP92t2+h+p4Gu53tovHYIX2s3/a+MEsuofjr60xCGZwPexVZc3nXYL40QGS/nkFP7GegLEHi6GSdOmp9Of84ooZsxHiZ0oZYN/70RhwWwOGj87xuoHXfQ/EyAQF8HzXcUOqYYocNBRu6sp/79fvYfD2OUrD5bRx1B+s7FC89yd3P6d5j91/GIs5yDT/PidQYZvJQ7PcLgcai7K2PS20P0v1VPy2NurFXg+OwONliGGHxtjtWSjQgnToxgqRnj7P8cIp6XDjFCZ8Is3bgBtw1wNLJ5bZKhl98gWWrViTgQJ1Hy92/An5Nucw9EIX6un+iWwGzQdm2I9o39RO8qupi5a0O0H4sU/n6tF+fxQfLmuDRIkDqT6/AmtnVXHdGuYP625mkb8XPtqYDz9OnUv+dXcfHZIeKAa2uAlmj/3KvVi4iIiMiHVnltRt+OMAJcvDCCAYy+4MPn9+ELhOZxV64wcuY8b0wspXnft/ludzN1i5w0th3n6L5mlk68wfkzw0STAAbx9wzq7kiXAt5eh5tRolfncXduQtKIMfrKSfZu2cNAVTMH9u1i14EOGt45yDb/IQZfj5IoEmGt+mIHzuN9c3sx/00S/q01vwTZVJQlDi9Dr+UEDZdGGFq7ilUZkxLRyxh3LcU5UwrqoG45RN6JUpapJPFLgxza0014RRtHD+9j3cQJWttPMvxuRuPh8SiXr9px/fFsdoCzzg2XRim+pTjDQ2EgzPkLRQL4eZMK2FfdN11SGWfo2Ss0n+6ieS75AUQIbtzIxmfBX6w0MLqEJWuHGMnJOIi8NoTXs8p8mRvdlrMZ/5YoncUC1pvcRp0jp4T37SukfjU7bg8Ef3hTobCIiIiIfIiUbjNqRAg+dx7H51pwvtxH56k2Oh4NEHiUmeqRGTOTuAbcZpCcAAMwEgap4sYQff5UMJtfmTZBqO9Qur1omOFzhXcnnLDQ1erC+Ne8HeX8X/gYmRqDxeW9pCd/fplRRrH/PIl3UWZV0Cj9T/sYrHLStG87DSsP0/c/B6n/amOqmu7/PMvYglr6v+Kjn/xqutHzQc7+az2bDnwb1+L0ehe4aO7+LuveHSb0w5OcmPDjX2nW0naUK//koqXdycZnh3CbVKWdFj/Xjm94FYFnvMT/KQqLbDPBaCjgI1zjpGnfLhoWmix8Xz3e4yNEtrpmql9GXhvCuyJAZvQ3WaAkt6wOkq4O0b7rBPG6VTR/6Si77kzt3abuozT83QDBr++kz7qB3t4mHBMGBjasGVV/LVYrjJ/noH+EasyqQxtEz/Zx4pde2tqqOdzdTp+tC//KQilWXChdDb1o1d1LIwzdtYrAdHti7HifaQEos0Qxs3rtaVrKWMK9wkvwtQgty2d+KUZe8lL/PESPz+O2ojHY6qflKz6Cl8qtblz+Nuzrm3Fu9NFOgK71cYLpasHTR2W/bxV1OeekiIiIiPz+KhKMJom/1s+hwHmMNW30bHBh/U92Th7sZtu2e9hxaBd5zSSnolyOAAtjxK/BKDA2GoUVkKoiWc/Ixk6TbWW2F027NkR7bkdCGftms0Pi/XTx4oSBgZ0NXw3gibTjK9pjzrQ4oR8N43A4GD4zyIYVTRntOZ00P52xXd/ztL3UT3CXjzhWHCt307vPjb0qtZ6hr/i4mLHmug0dtBXYqu0OD01PFmpgmmF5Cx2vbaTvnNukvWCuBAnDhnNJLaRa99LgC5QIJlw0bumn71w8tf5rQ/RHW/BvhfD3Z+eyf9KJ5d0rxKeYOd5YFOo+s6T0MSz20vVdb/70KiuOlZvoWLlpdtoCG3ZixBNAOt2NRBwWb2BfXxOO3HRORhnoaKc/tpSWAy24F0PvPgudPT62jHZw9MHSu5erdJpBPBYFZ33BDIJSIsd8BN8Gb/sc2mAub6Tl+30MXUudk6lqwn5aCM//trDj/WIL7TuDRMpoJzq3bbhoafeyscvHxuPA2g5OZ6b3IgdOLhK7Bq68a15EREREft8UCUYt1NY68e47SkO6RIuFbjZ1HsWbALsN+EX2EomfDBJaXEddYpCDfwnG3XXYXwkx8qnyKo/OdphEqnMhJok97WMwHSQ6H+5i1xobYMF1Xz1jfzVIeG0L9lcGGV5YT9f/RbnFU8TPpUvUDq5jtKOV/ced9G5xm1dzrbLhWr8d1/o5HkOacT3OZI19psOjFAdNX22jochLt2trB86NfQzd10XxZrc2PE8eTWcOjJXeyTT7favg2TDx9V746UXw+PODrLtXse7j++l/qZGu9XaMS4OcfdfN5j8v2n8ypr3dTowRT5DXiRArthN47B7qV0/S99fDNPk8WIky+MMwjgc2Y9olk2UJnsf24bm7Lh0kg3VZMz3HN5DEguWXZQ43M2GQNOsf6RZxbT3N6a2pDns2dkGdaedEuVJVWPt+Gse7HsLDsOqLpcPhG9sWsMiLf0s7vmMRTm+dv23Ez7XjizVz+nS6/PRSkI0bR+anAyYRERER+dApWk3Xcpcnr0pt7MW9tI54CRxoxF67FO96qAVIhuk/FqVh7/M0xvbT+h3Y/FQbjh+20v0t88q5uWxrdhFYY/ZNulRsYnJminXldtp+3k53y+dhgZuWzk3UVUHJVoNTBtEfH6L9+wka9jbjslpxPbWLK+3dbHunmS5fgcD5eohD+8O4C1V7LXgM6X33dJQXCGSZra7bUagw9d1+Ov2DM0PhsNaLSVmkuUVuVuFj8JKbJcNOmp+xk5eCVXVs2reDvp69bPmRBSbseL/ahqdULJrTky4wU63b32cefNRv6WLzsT582/qxYGBf3ca+zxbqHdiCfVkdiVcO4fuZe3Z4mCoLhWPLEH3+cCoQnphksqaaaquDpicaSx3MvJsO4uLn2tl4rLlkL7L2+1bBzkEi9y3horOZrkXk9xg8T9sCsK+frq7bMU/biBMehpYvZkxf3kjLXT5GLrXg0pA6IiIiIh85ZY4zmjYeZvCv4zA+wEC4ge1uDy1b0t9Z3GwPPg8WCyzr4turwVIDbHmeb7tP8Pme0quPn2vHdyqGfaFZQGjHWZNZnmbF9Xgv3318TkcAVRAfs7G5cxfemRLfevyBAKPvVuOsHjFf7jeFxq20433mdPkB4Fylq+v2D9eRKvrMHo/VvtCK/U43jo8DNUtYer+Fyy8VWV8WO97PpapNsraD04VmW+zB31tG1eKbZXXifbJ3Tmk5OTFG/J+TTOZ+schL1+mMNS1vmS2RyxMhmDMlayidDHaHE4ZjxHHdcFXdrPWt7yqc7pkWeWleu5HOneBtL2uJG99Wau50dd1+uMtJ/U1vw47DOUr/T+N4p9P0WpiLb9ex6v9Mz3ItRhQn9aqiKyIiIvKRUF4wOpUk/rN+Dj13HtZ2EVh+kc6eVg49tpuWtXXYpttaWmbLpCzTHdFUWTInl3ZHMx1FOu25eVbqH/fnT66yU3cnZZc2VVKqum4nUQ+Ytq/NEuHyXFa+vB4vQ7BCFSUzxWOjjEZTVZizzsXl9Xi7RojDDZyjqbFIh/KmlzdWqGuFF16C+rJKEW9uW0C6uu5FfAU7SZrbNlxbA6z6Srq9KJA5zigA/3SF0bX1qrIrIiIi8hHxBx988MEHxWZIvnmS1p7zTN65js1/1oTn9nRp4rUIg98LMvB6grrHe2j7z0VezRNRwu+A816Dsxs7od28p06z9pZZnE2z1TFLGY8weCaK85FGXAvKWSCtUMdJ10Mc2j9QeJiRgvs2XU23zPZ6Ny0VIBRK4/kWuxDkPOtoWV2oOm2Gt/rxfRP8puPUlmIQebGf6J3NNC6bLTkvdc7MtjMuJtW+lWK96GaIHNtIv6NSv+dHReo6ufK5ypy3IiIiIvLbVzIYZSqZ6hCm6ga/l4pLjhtwm1W/yS1T2YD/oyBybCOddJTVnlVEREREfj+UDkZFRERERERE5tnHfts7ICIiIiIiIh89CkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxNxaMjkf48anjHP/b9+Z3byZ+xfvjvyY5Nb+rFRERERERkd8t/6bkHFNJ3n//19nT/nmU4Zf/nnf/ZCmf+7//XfZ3NR/nNkvG5+SveX8iab7unHnfPP1lukKL2XKwg7WfKO8ARERERERE5MOndDA69r/4xu4Xedvsu789RcvfZk+667EOOh9YPPM5/jd/wZOnrpqu+q7HOvjqn9w2UxKamChzr0VERERERORD7Q8++OCDD+a60Pt/9xwtRy7D//EZur/+Oe6omuMK/vk8HbtfhMe24Xn1KMffyfxSJaMiIiIiIiK/70qXjOZ4PzrAN4KXsXzi41j/v7+h57v/nkOf/w/cViggNaumO/4+ScDCYtZ+9ZusTU9+88QTdIXmukciIiIiIiLyYVNeMDpxnXff+nuGQ/+bly79Gvt/bKL7vz9A7ej3+dpzx9n+9+fw/Ol61n7ahaP2D7FkBKZFq+nOxxGIiIiIiIjIh07JYPTtF3bxtb+1UPuJT/AfVm6gs+XT3PHv0r0OfepzdD/fRPyt/8X/vvgyvedPMfYvS/H9jydYUZO5lkJVb6/y0teeyKmmKyIiIiIiIr/vigejyV/jeHAfRx7MnPhr3h/P7l33337yT3jw83/CgxnLUfOHxbc88SveT1pYsfNreCyp4Db8wpcJ/G3xxUREREREROTDr2gwWqyKbXGfpv3b21g28/kqx3c/wfHc2SwWPr25g72rPg6ArSZ3BhEREREREfl9VDQYtT/QwQsPmHyR7g337YZtvLD500U3YP/MnxOsz+nAqOoPuS1rMFIRERERERH5KCljaJervPS1zjLbdWpYFhERERERESmtjN50F7Nm1zfwTBWfK/43f0HbmULfKqAVERERERGRWWUN7WK57eOUqlR7W02xOcoLaNWBkYiIiIiIyEdDGcHo3Eo1CyknoFUHRiIiIiIiIh8NZZWMAnDnQzz31XXYb+HOiIiIiIiIyEdD+cHoOy/y5H97sfR8ZfSwKyIiIiIiIh9tZfSmC8n3f0WyRHvPGZY/LNF+tIiJX/F+0oLltj/EUnVjqxAREREREZHffWUFoyIiIiIiIiLz6WO/7R0QERERERGRjx4FoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCquaDAai/8Lsfi/zPxff/VXf/VXf/VXf/VXf/VXf/VXf/W30N+5+IMPPvjgg4Jf7v2bOa9wPn3Q85nf6vZFRERERETk1igajIqIiIiIiIjcCmozKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRiis7GE0aBkYyZ9q4QXJqvncpx3vDBI8PEyNCcONGgpeKzRxj+HiQ4fdKTStiPMLg8UEi4+XuYJL4m2EiV5OlZ50HyasRwm/GKWtrcz6WmzDzO91qo/T7ffS/dfNrMt4cJPhiBKPEtN8dCaKvh4kmbsGqr4c45D9E6PqNLV7wvJxKYozn3jgMjNybyW9RwfuY2b4Xc5NpeEslooRfj3IrTp08c7wXJF45hK83dGP7Npdz6a1+fP5+Rm9kOxQ+x+fnPnLj97XYhSDBC+Xfeeec3vN0vc51P2/OLbxX3hCDyItBBt80bvo8rKipJEah+2OZ58XMdTPH++OcrqFb9fzKMntOjb7gw/dCeb9g2ee9WXpOGBgTZW1G5EPt35Q3W5zQ131c9AToWm9PT4twoqUT2k/TstxsmQSh3nYGoumPE2PEE0ksNju1Nelpzia6WhuwTW/lwiE6vzVCvMpJ01MdNN9thbHLDJ2D+i31ZeznGJfPDcG9LXhuLzwteTVC5Lod1zI7ltxVTMQYOTdC9YONuBbMTo5dCHKedbSsdmC8OUj/O06aH3JhZYzw97pz0iZb5NhGOi/YsNuqc76ZZOxqgoaCaTgtztBXUunvp5/u4VUEnvEyvbX4pSGGzoUYiRnY72ygocmL53ZrwWOZNvqCj75Xi20XnA93sWuNLXWz3z9AtND3M7+TB8f0l0aU0Jl+hl6LYVSlp00BH3dQv7aZpjVOrGYbfasf3zeHc7dE075dNCycxLgah8msI6Hf38fMEsYY8XGwLqrFOr3dnHMNwPjFCEMj1TQ+5JrZD7NpECG4sdi5Xq7U7xh0dnB6q8t0DuOdECe/c5KRq1YsUwbW5c34t3pxWgGuEOrpTu3H9IFMJQi/eILBV0aJTwFVpNK4yk7dmkY2P+TGVmW6qezff8pg7NokkQ4fA9Pz3+8n8GgdkHqBbf9Bzq+f8f1YOP+8BODNE2zpgo7TLUwfcfzlbnxm8xYQObaRTgqnWc5RzfFcKHIfM9l303SAVFo8kGTs6hjJ32TtfYXOHYPoKycJnhohbrWQNKy4H/HTsj59jf0iRHdP6lhmroEbvT4BxqOEvneSgTfj2Jc1semxhvQ5St69wDTNMn6DyYkx4v+czL6kp73Vj++b4O9rpg5SQfU74LzXiY1S55LZMwgO+oeZvhPP3L8K7WcZ53h595Gc8zJv/Wb3tQxTccIv9qeuc6sDz4ObaVzpwAqMjQ4xRD0tq6fvvDnHncHzRICGYultovzr1fwYLZ/x07uhzmQ/i251/u+VQPz1foJnhon9itl75ccdeB5pofnewkdX8LoHjOtxHI/NPv8Trxyi/Wfu9PmdShOe6KB2ZIgRSyONDoP41fyf2nhvmKG/vsjImzEMrDiW1bPqv6Sf5ZkKPItneWavlzwFzsNCy/4yRPfOi6x6vgvvouw5C50X8XPtWdNnrpsvYnJ/hFSBwXl4IPO9rdCzOONIbvnzK/fePXtO1Rtx4pm/4JRB5KUgA+dGiS900fTYJhruTO11uee9WXpGTm2Zw7Nvvp41IpVXJBjNfaDZ4VwnvnOpT54ntpdYtY2G1gANABhEjrXS+VIC64rt9Gw1ubkkQhwJXMbdfpzGWDetfzHAPUc3FbihFtrPScYAAj7CNZAKYLx5SxR8cS4i84ZS6iZparWfQN4NJX3zmDbzkEkFqaQDd+fD2yl0K0pc6Kb1WwbN3+gicLuFxOtB9uxqJfrMUTbZCiyUVvdogMCj059KPPwXNrCrryFjX4do33ECm73QRgyGD7dz0rqbQJ97NhAAGA9z5IvtHKk+yq6VJik4aRC/6p4NAq4N0b7zoslDbOZIaO4L0Jze7shz2zj0E6j7XBdtq3P2LzPQNcZgIkanfzD1+X4/HSXS7KYYUS6/C0yMEpty4cgNEidGCHachC/0cHy1HaYMwkd97N3Wj32hlenzO+NXIHpmD92XGunt9WevbyrGYEcreyZ7OPo5p+nuZP7+iVe62Xk4jPNPu+hYm58ItjW7CKyZ/Rw5tpFOI0qoty917RljsHhV6suczAT7Yjji96U+OJvYfnfu2lPXQSgzowqyXhbKZ34uuB/rwX9/4as1NHPPyDCRm9rpwGlBo/m941rh18ObVuLcSb4WpP0U7PjGcTyLSF9je9l2xk6tFZNjuYnrc2qUk3v2c/nBAwS2Wgkf30N7XzXPt3kwu3xyz53Uy2qZwdBkzou7WVBdUOYzCEa/s432Hyep/0KAlmWl97Psc7ys+0gq2HRnvChGjm2k89xBfK9WY3Ztz5iKM7S/lbP2HXQd8mM3wgTbWmm/2kvvBrMX3EmS/xzHtt48gzSec5rGz7XjOxVL32NIB+0NWZkw5cm89gBGOdnSzpVF5QSfOW7BvTJxoZvW71jZ8Y1A6hqZdm2Yvi+30v348/nPi7Tcc2NWOqM4Y0p25spsJkNtkcONn2un9cVaNn9pB11bbVhIkvjHEMGvb+P8Q73Zv2PuszjTpSAbu4wi11bub1TOslH6n/YxmPsbZF4Pme9hWdeDk3p34eNOMStEKO3WP79y3ifvr8f8UJJETrTSHW3kQK8f26UgrR3dJJ/ND+Bz5QbJdgaz7iN5b9mXgmzsCmFbXEtm0YbniQDNec9VkQ+PIsFo+kE+HiU00M/Q6zGMrBzZCMFia55KYrwfJ/bTi5x9cZBITSNdz9dz+VgnvtY6vA9tYNV9Duy3WbFUgXFphMgdjWxfbsVe10j98SOM/GM5wWj2C0e+EvtZFoPENeA2gySQfD8B40Z5VWXnYuYhkw5SfYH0i0ucoZfN9yvykzC1Tb003p4q47Xdu5mWlUMcGRllU34cXlgiwsjbwNUwo1tc1BUoTZuZ/dIIo5Z6Gu8sNEc1toVWJqNRYr90UbcoXQY9lSR+NcqVCSvOvJLim5QYZeh4Hyd+3oD/Sej/5h4OJfxsWu/CPl0EfnczgT7TRzEA8XPzu0szpmKEDgcZubOe+mv97D/upHdLThAwGmE46aFjdfrFo8qKe6UHXoHtfS24cjMvAGutHcsvo0SvGtgXp64lppIYV6NEf2nBXlsku2QqiXH1MsM/OsmJ/zVG/WcbGP3OTvZGN7PpQQ9Lp9dXkGPm2ksFGOnJ6TSOvz5A/49CjF4H+7JGmh7x4loI8XMh07U1zJzv8yAZZ/hYJ4ffSp0LJ3pbOZTYTcvaOtOSYtNtXwqysWue9udmlHHuXL40TPL+jtmX7AVuPPdDiO2pTLC8Y7nx6zP5+nnOT65j3zoHVIH7kWaWbutj57b+VGaCSRB/c0L0+cOpl6+5rjtpEI+FCb3Qz2DEjvez1YS+7iP+UDPNDW6W/NHNneOFlH0fmcmkzL+2Z/zjEP1v1bP9KU/qPmZzs3mzh88fCzG6YVOZGyrhjmY6pjNY0i+8M2meFXSUzwiHCE24aVmecQ+60IfvUnVWiXSeW3SvvDIaJnlfW3YgCrDIw6r7+ugevQIFgtGSqnKulXf700FFdlAcPdOJryrnHB4fJnjcYMOhLrwzwZgF211edj1l0LoryLCnDY9J7abKcNL8tEnJaOb1UOQ9LH6uncGf34LdusXPr3wRgj8YzJ888Qahc0nWdTamMk3cG2j+1DYGLsTwTmcWFTjvbWt2EVhtEL0wQP9LI8QMK46VjWx+0IPDCpFjZvvdgL9vrhlFIr/bSlTTjdK/Zy+R/9RFW28dtl8O0/flPRzhKLtWpuZIlSiYVQu5wsiZEPHF99C8bwNOW+plp67tOOsSUSKvjnD+TJRVj3qpq4LYL0ahrjH1MKxxsvQugzf+yaCM7O+U6Spnr8cwFrpofKQZ77J5KuYywoyEAcsIb0wsIf63cbh6kZH3mmgqNycvfTPKViQ3vKIMwi+c5PK99bgvDXLixw10PVQkN/vqEAePXabu8TaMwz58UUxeEi24Nvdy4GfDXBw4SPDNWKrth9WBa/k9bPhGL+7b8ypJly3zvHO+PcD+vzhLdMqOa20LvQ8ZDF6AXUcaiA70093STWLBKrYf2E59+r0oER7gxIshRq9n3/zNVWNdbGf4mA+f6feFq0UljRjR10IEj5/HcLdwYF8Djvcj9H+9m23+e2j+syZWLXdiswDOpdRbggy/3ozrXmsqt/8nw2CBI/4wZueLfW0Xvc4Qwy8F6Q6PEk9Npc7twvWlXhruKlD2PzFC3+Y+IouX4Ly3gbbnvbgWAX/qZfiVQQZ6znL56hJajnbQYDMpPcGO/f44oV5ffs4yYPzskMqFAAAgAElEQVTkEK1/ZWHHM734F00SPdPN3vYxeg43p2oTpF/WUg/nQul+A66FCX7zMKHRJM7Vm+g60IBzAXjq7qH/WB87TxnYlzfh/1IjzozTr9yS0bmrzLnj/FQ9lr8aJvw5F+4FwHiY4VfBwhF8l8yO5cavz+homOTy7TinX/RsS3EtBssjPbSttt6CID7j5WsugdJ7A/i+PAgLndStaeaAz4NjAWz2RggNDXLk6SBXJhrYd3QTdVVzP8dhrveRGzQ5mVdaZamphomM6enny/yVkMymeXbQUR7jnQG6D17E8VgvnszHsGkNoZRbfa9cer8X29f7Ca6ws/nTjpmMu9jPTtA/bMP71NKyji2rGupUjOjbFpz/NeddYya4zw6KnY900OUYzL4+opcJ46LR7F3i9jpc9HM5Cp7pzLJrQ7TvPEEss+lBBvtiDzeSzWsk4nCHq+zaYiZrIHouSN+ZMAbMVJsueTmMJ1LPrYQB10dmqyAXu7Zv8fOL62FOPtdH6KoFpuw0+HazqVAJ73ujhKnHf9f0BBsut5Mjl6IY042Wipz30TOt7L3UQNfeAHUL4gwH9rLnMBzd7UnNkHltl0pLkQ+p4sHotVEi1+tY1ZAuTVjkoeH+Pjr/IQrpYNS8NCNBqO9QuupsmOEiucThhIWu1gYmJ/KbqUe+szc/F9FUnKGeds5+cje9vW54d4Dujj1ceer5mepY0y+bnieKlaJOm66W4sHfu474sSBvrG5hUyLIYK9BLNFA80OXOfs/TuIyqQacy7X1NKe3lpxt1vVY6mYcizP6Zid9r4JxHRye3BmtuFa6GfvWYQZX7KPxdguJ108Q/ImNhmfqoEirkhnjUYa+1U3wHQ8dB1twvhNkb88e9l7fza7Nbuw5DzvjnUEO7T9JfE0HvWtdWNem0zPrBbRIuxQjRuTVGJFXZ6uizL0qZs55d1cT+55vwjL97nwpONNmreHxNhoeB5JJphsIJ98MsudglMYDAfyL4wwfbmdPj0FvZ/q3nM7VnmnXVqRqUwnR80HO/ms9mw58G9fi9A4scNHc/V3WvTtM6IcnOTHhx7/SBgs8bO80CH7Tx5ZvWbFMjGFdtoGuo03UWSG79KRwuzCIMxoOMRoOMQCm7WVHf3CS0cW1VGMQe32QI6/n5vhWU7s4zsDxEPe0pq+YzNKTGQ35OctA9B9GUiV1iy2ABWfDKurOXmT0GqmqTlnrulI6Iaczc0qdL4vcbP5SL5tvy8kVX+SmuS1Ac9LAmKzGOhNnuWg5fZqW9Key2qfOlHpkuN9P4AGzmStz7lhXbqfrV0H6vriFw1YLRsKK6+Eujj5cl3oZnMfrc3LCAKs1o729BesCMAwDTF49818Ewe4cI9TrY7hAkFdcOYFSgtCZECy0AnFGX+mn+5X+7FmqrNRaR+g7XT97jHM4x+d2Hynwij+TSVkkY/LuVaxb2E7w2D04d3iwj0c4eSKEbX0XqTJVTF92o2dmm9VMK+/5dxOm4oRPHeLgj6+wdMsBOgr0o2Dm1t0rUyzLWjj6bIShl8/S/Z2MjLv769n0bEsqmJmrKjctx49CbkbWXDiX4uYso++BKzcgfW+UCG425LW0MC+tvBmJazGouSc7kP2YhdrFCQa/5sOkTBC70zI7/9sDdJ4y2NR3nAZbgtCBnXT+wEnPQlLXwtMwhoPcKz3x0xBhgAsjJFbPVkEulglya59fBsNHu7l4ZxfHO+vgrZNs6ziMM9gIpN4lRyaA1enZfz2JgSX7efMxC/yrUUbnS3FGLyWo8zRQZwOw41njoa/rMlHSL3yZ13bRDjyZ2b/pd11V3ZUPi+LB6KI6XAuDXAyNUv9IqmQ09KqF+j9zUjzQMamykW73Z9YQHsCotcOVVNVXC0mMcajf2ovfeqJ0Lvu1MBffcrLh/01X5bmzieY1/XS+enkmGM0MXnLbzOTLuNFfHeLsRBNdPi/OcSujXxtk6Z/7aboricPoY+Qdo0hOYqnOAjJkvPQlRy+netp7PYK9PUDg0fx2KdNsq9t4fuEQ/X/Viu86WB0eNh/qTbW9uFZsg3GGA90EX41jvW8zPQfTHT8sbyFwYClHAgfxba7GvbWHtjV2jNgwgyf6GYzAPVt7ObqmWDugG38BB6Dain3x8Gw7Q4DFTiymfT+bpPHEGMBs6cm0dFB25dUhEms6aHQA2PF8bgPnd14kfM2bFyglXjmEr0DHFdmmO1jKnlq3oYO2AkvY7vDQ9GR2DoP1Ti/+Q4UyOJbQsLcNPgmlq6cXl91emJLXZxxMgzDXYz1sX5EfgKRK6kIMP7gUz6JJoqGLjC500XKjL09FcpZnmQTo6U5rctvYcL+fgPuNvI6yJhMA+bUYph/s9vVdnF6PeXrltBkt1ulJtvk4d6w41/vpXV9ggU820LYXlqTWfFPXZ23WvRpI36+t1iJlIKYvgs00U07J241U0zW5PtIBedG2kHM4xy/P4T4CoyYl5Hbs66fv+0Wq6VbVselgL86XznKktZ+41UH9Qz30rjZvCw52vM+cxkt+ZzJQzvMPstK8zMyC5JtBtu0Pwd3r2NHbgWeORcS37l5ZIuPu1UFGpzNf8jLuzJfNats3Lb1sdU0t9vGM7xfb8RQrqlzgofnRQdq/fgjrl1po+PcZbUb/8izVj3bNTxVd044BZ00m4sBZ2v2DeJ4IsO6fyrh/RQdo94dp2rcL188vY9yxCtdCABuuTzsxhqPEPaSuhS9C386ct5ipUQZPX8b9+Cas3ztJf7ie7e7S582tfX5FuRyG+s+mM6judlPPIJejqWC0wReg/rWNzFytdjtOIiTGgfTvlLgegyV27NPbLshO3XIbweEQo/c3p0pGXxnGsqKFUm/ZhcxrcxeRCilRTddJ84EeQgP9dLem24z+2QEazTq1MJH1MjZlMMYksYyG8Jn15x2f9mD7/iDnH7mHhquDDF530/IpC/yijA39kZOlC05wedTAu8gK42FGXrfgfnQJZZW6QLptUTzVw16mxV7a9qb/b/Ww6/nZB2L9FzqoJ0m8qg3HQrPuCUxe+krcNJmKMXhmGNfjLdhmbs7Fd922zMv2ZXNpIApgx/XgDrq21uGogcwee7vWe9je7aElESWefoWxJifh09vp3Z3R/rKEUr31Fsy5K9EeK9sNvFjf6YIfRYhOuXBWQey1i0QXLmXzH+XPWrjjitLMghHjepzJmnSnMjMcNH21jYbp86HgS0NG78u2wtvIVKxt1lyuz5kgrADrJ+vx1jtmysWsK3fRWzNA/7da6U+3Ge3o8uKk1MM5w1QSIzmXqtyFAxDzNjZ1czjP5u63ce4UvOYyOqWZPhtu9Pp0LK/HNjBI6Go93sVgXDrP+asWOLMX3xnKDxiTSWarMxSwvIXTp1uKz1NE1jGaZFJlHuNcz/Elc7iP3HQGndWB52E/nodvdAVzNfdqupa7NxM40YK1QCnhkgfaaEtnh+S6tffKm8m4u4FlTa/7JPH/mn5PqMnMGEpxPtzD0fuGGfrrw7T/j4zedJ86mt+bbk5pZX46mWdumT1Xi9YEuTv/OIrO/8dLsZ56g8h1Lw22BJGfRbF+ajN202x0UlWrjx9k8LYN9K5rxLogws6DnVif6mDTstLvmLfu+eVkqRtOhEdpWV4Hb4UZwc1mJ1w2W3jxPXhuP8n5C3E8n7WDESb0yiSeL2SkUZG20s5HeumxD9Df40u3GW3hwIOe8jvHBJgwmNOjUuR3TOmhXRbU4nStY/ufunHOsQlmyR7oJjJawtzZTNfWbvbu+Twnqxw07u5KtTUpJxitqqPpqc0Ev9nKtu9Vk5yYxLm2jV0rbRQMRqdzyaaHw8BOndtNQ4EszGIvbrldu+fKHBamOIPI8f30v99I1zovNstFWg92Y+9syR+CxsxUEuP9SSBBbDTO5MeKVxKx3VFXtEmuxeacHabljgaa70ilQyflVa3Ny72ckSoFMIp2pzndJX45VU2K5XynZD4EbKv9tP2ij+4d26gmibHATUt7ut2Y2cLXQxzaH8Zt9oAvIv/8nw74OwqeK0DxDhRySk/mdI2V3L8Sy5bIWcfZxIaMj7WOOlY94mGH2RBKJmbbbU4yOVFNdY0Vx5/6aSxj2SxTCcJnDtN/IcoY1anefFu2MGmvoyFjSAygjGESCrzYAZDE+JWBUWMQ/0UMY9LkeqvwuVPwmjNpx3nD1+ddm+j6Qh/dHdsYrIHJKicNbc/T7LYV3JZp1eZPbaJnRzlDdqWu7/Cni3R6U8Ccj3EO5/ic7yMz66fI0BuFzW2IowxJA2PcwJiIE/2FQfJ9k3kyf58bbStdZcFaVbg20GQiTmJ1B6e3lu7t9FbcK7OHXJmjKYPohZOc/MEbXJmoprqGVJvdmiXc8/AmNq125rTfLFIryiRjCMB6u4emL3hoKrUvWb3plplON2o8wuCZKM5HzIeHy3JXEx2PBenbs4V+wLp8Mx0P18EFs5kTDB/cSd+7DbQdaEp1/LO6jV4O0dlzCEdvR8kOem7d88uKZ1sb0ee62bIt3Wa0bTeeBVfMg1EcNP75LmLf3MuWH1phykLdg/vwr8h46hWr2VNlpdbpYt0XGnHfUc6ZmVlTZJLJmmqqrQ6anpjzk1Lkd0YZ44yaj9cFLjYHj8NthZc0ays0y46zJjvws69t4/jacnY7X/EqOzlbLpZLdm3IdHLhl5rCVWinZY0zVeOgfn19ujQyWzIWoj+8FP++1AsNa7votR5h6DrmVYHzbq526typF+3aO+5Jt0GYX5O542tNW97C6dPZkwqPr0rpqksFx91LtfHLViz32uTBVGXD/XgHRx8vtv0MvzEbP/IWKtB9O5CXbnO9xjIVHzvPpI1ykRJrs+E6Cg2hZH+gjeOrqzNyfrPbbebK61HwUpCNr9UXfCmP/Xg/3Zca6O1ryx4S4lqqA7ag5duzLwrFhknIHVIoNkRnz+BsoLHYzpUL/fQD2JzU32GyjgqfO8WuudyOTW7m+rSv9tO7uvD3WfOWKJUo3a4qNVTJmEnGSql1F85ELNBGcy7n+FzvI5A/VM0Ms/taeVxbT5O5ZOxcJ93nZsNh+8IrhM6k2svW3lFPbuXeUmmYK36uHV+sucD1V7gEOBVMz7M53CuLjmdbQuzH7ewdqafnmaM4M4Oy8Sj939hL+3gvvVmd/pUaQiX9/1IBUobfShvAEmOVZzNvKmCeMWPD86Wj1H8su22/ffUuAquLLTfrlj6/FrrZ1Hmc7L6qi9SyW1zP9s76/KFYynTl5W66yc+ocT12nOOZZaRFa4rkjxwRP9dOH/5bk1EhMo/KCEYLsywooyKBaVuhj7AFLhq3mL9EWxyNdD2fPc2+cjubiDP0Q5MFSlVnvVb4dm5+I88eSzalWMlQGcpq6yf55tB9+w1eY0XHzLyVLNaMDoTmLh6LwksQ2eoqnj6/Ib/a/c1weOnoK5LhVSAjq+Lmcs39nl+fk0ac+PIbKE38EHOs7yBQJLi8ueGr4oSHR/F+7ncpPT/EQ13MqUnKXJ7btyZ4zc34uCkWa3k1vgr4rT2/KqnGOrfqujnisVFGo2Hi63+P00h+L5QRjJYYmsCkp86ZJXMb8s9h2RkzJW4xEuu9xUeONlXL0rks9zELtYtrC3SWc2OqrXbsrx7B5zf/vuiYawBYcdR7qf+ktbxqy2W40fZspY4l8wFYat7iPaPe+HmXux7LJ+zUFikhzJTbLgwo2aNgseE5bohZB06ZMtLtZq6xebk+iyi1/nJflqqtduwZ5R6lSnIcn91H268P0/fFQcaoproKmJiEhU48T/TSfG+Zr0DzcS+o8LlTueuziNqleNeXf8utrqnF/glLkeEoUtdwwuSFO6VwGt6yYyzB9D6S2qGi13axZ0HxY7nJTMOyxblCC42/Kx2kzOe9ssi54PhsFz0LTnLyK9tMqun20FWyCU7uPnNDw6/cTDv0GzIP96+Z+/V4pGCtMDOl7gu3+vmVb7b2QizhxVvmHa62rvS883Ntp96ZMhNsXjMPRG6hP/jggw8++G3vhMzB9NAU5RQtTcSJvBnHvsyF/Wa6nheR0tJttqtzh5UR+V0yl2fIfJowMLAW7OBIREQ+mhSMioiIiIiISMXNY2VUERERERERkfIoGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKUzAqIiIiIiIiFadgVERERERERCpOwaiIiIiIiIhUnIJRERERERERqTgFoyIiIiIiIlJxCkZFRERERESk4hSMioiIiIiISMUpGBUREREREZGKq2gwmrwaIfxmnOSt3tBEnMjrEeIT5S6QINTr49ArifLmfjdM+N3y5v0wSY4bJKdMvhiPMHh8kMh4iWnz6ObS2CDyYpDBN4153aeUuZ0r+YtHCb8epdTSM8f/Vj8+fz+jZazaeHOQ4IsRyjnqvN96KolR6PcXEREREbkF/s2c5r42RPvOIM7207QsN/l+KkH4zGFOvDRKsgaMpJOGHX42uW0AjIX76R5eReAZL/bpZcajhL53koFLcaiaXg/Ylzex6b824FxQYp8m4kTejGNf5sJeM73OMP09F1n1fBfeGkgFEO0MRPMXdz7cxa41kyT/Oc7YxGRZyRA91003bZze4S46X/zSEKFXRhh+Jw7Yqbu/noYHvLgWZc+XeOUQ7T8w2blp9/sJPFpn+lX2spOMXU2QrLFht1XPzON5IkDz3aWOKsKJlk4w+20nYoycG6H6wUZcC4pMI87QV3xc9AToWm/nZpSbxrw3TPBlWLfFg2NmokFsZIgRSyONy6ypSddDHNo/QOFU9uDva8Y0ld/qx/fN4dm1X48zGWnH9wOTZXPmBcDZRFdrAzaAX4To7oGO0y2pz2mRYxvppIPTW10AXHm5m246OL3CIH4VMs/M2E9OcuJHI8Rw4Nm4g+b09WX8YoShkWoaH3JhLXicYPpb/zJE9870NbOo6MIAxM+148u9lkVERERE5mBOwajx88tEAePtGCx35H0f+/F+ui/V0/NsWyqIjA3S3rqNz9vs1NYAxhgsXjW7wNQoJ/e0c/k/9dDT58Q6E4waRM90s3dPjK7AJuqq8jY1Ky/wNGOjoTVAA8ClIBu7UsGAa+b7ePmJcHWIs8MAZxl62I13sdlMBpFjrXSP1rP7yTaaHRaYShL72Qn6vriNur29tCyfDRdsa3YRWGO+ucixjXQahYPkrGXfG6B1Vz+xRetoO9CEIzfd8gKyVPC6qu002/NivlH6/X0MA0wZjDFJ7Gkfg1UAHvxfrS24TzetrDROG7vM0DmozwpGTSxsYFdfg/l3l4Js7DIomMp3NxPoa079/3qIbv8Rws5Gutq82HLTOHNepoO2JG+84GPgVWBiDJjej9k0nkwA9OG7VA14qDfL7AHiL7Wz5wdOdh8I4P7VIO179hB86nlallmKHX3WtgBYbIdjPnwAOGn6gitn/lTGwomrdmozI9t0YC0iIiIicrPKD0ZjIY6cGMF5fz3x7+8n+O97aXFnvqXGiYzEqPNklGY66ll110nwdNC13p5+Mc9Y5JdRLl93Uv+ZjEAUoMqK8zP1OM+OEP0l1JVRUlO2qSQwiTEBFAxezcVfP8mh585jeayXXg6zZ89e4k/uYtO9OWVDbw9w6BUX/qMtzCRRlQXHvS10+Ay2PTfAquAm81K4G5R4e4jgX57F+ngbm0YOsqfdYPeXNuHOTLvcgGxihL7NR7D+W7M11tHcF6DZ7CuAa0Pztu+Zyk7jCkuOx7g8PMjJF0KM3d9Iwz+cYGd7lM2PNuKpc2AtcS65Hg3Q8CgzmSEphdM4cmyAwbypMYZ/NMrSjbtxLwAWNLJ57QDtL7/B5mX1qVne7afTP2hSmp7e1rUwA98bJPROHBa6aHykGe8yG1wbImSyH85HOkxLueeQfSMiIiIiYqp4MDqVxLgaZeTlIMGXDO7ZeoCuNQ6Mtf109mzD526m5eFVuG63YamyU7fcRnB4hNjaxlSpXGyEi29D9FonvnPkl4wucrPq7hOcPTXE0q0N1NlSpTvJxCihU4NcuXtDdjBlZsIgQSIVXJZh9NIIMMlI2KC+bmSmpNC4Dg6P+TLxn/TR/VcjxO2raNl3lIY7rUAXR+tCnDzWysbnrLgeaaPtIScWIP7zyxh3rMJpUlfS+sdLcY5fJHptNsiOn2vHdyqGfaFZ5Uo79vurTaYDJIn++CB9AxHiH3fRuLWXXffaYd1RXBdOEvzy5zlYtZSGL2ynxSyYG40wYnHjv71Igl0PM3AqFbxYHR4aH2vE4yhUCbQayyfsJM6lf+88Tpr27aJhYf43c03jaUYiFRYlxiHx09kqy3m/57Uh2neeILaoNjvjI82+2IN5KicZee7z9L1pZ8md9TTsDuBdboepRrx/F2LwB92cfSfOki1H6VhjSwebIWyLa2fWZ3daiJiWjJKq2n7qIH0X4lhIYl/tZ/djBaomj0e5fNWJ+1OzFXzrltdDYJQo9alqv3c001Go6uz4MIe+GMTyhR56fXYm3+2nu20PY91Haf44QJT+p30M/nETXa25JaUiIiIiIvOrRMlolKFjZzFWbKL32y7s6SjAuqyZnuPriP5diMHvnMB40o/HBs5HDtA20cf+bQNU18DYhINVrQG67k+9GueVjGLHu+8orr8bYvBb7fTFUl2vWB0u6j37OPofHSXavkE88gZx4lwMx2i6PbOiZvrFumo2ADIuBTn4YxueNVZGTgQZ6fKnSwrTbR0LbMP+H3fQda8/r/TLemcD27sb2J40SH7MOhMk2f94KdZTl4kaXuw5B2D8/DLRBUvZnBtkFwsiCrLgXOun6z9bs/etyopzzXa61mwnaRhQY5aKcYa+P0T1mg7uyVg2FPARrkmnmTVCsP0g0QcPEHjSQfwnfbTv6cZ4tgsvkJ/GGdWh52iuaZySYORCOLXfP03gmamyXOj3dNL8dHltIme8dZaT76SqmRuxEQaPjeSVWFbb7MR/ECS0fFf62Bvw92VWA09Nyy8ZBeMnh+n+u6V0He2ijlFO+to57DxOI8CFPnyvGcwErxMGBhaqs2oRWGB8snAV40zRy4wkPXSstmMBLHc2sOquAS6OxuE+yE6fMso+p0thM9vEioiIiIiUqXgwWlVH0762At/ZcK5swr8ye5r78Q6OPm6+SK27mbZP2qkF845e0oxYhND3I4S+n/pcsAOeiQiDZ6K4V7iJfP8sI//ZT/1M3JXxYj1lED13hEOn3mDJ1l78a62Mfr+T/X4frsd2sXt9kZC3yH7mmtnPuxrZvmIPffuD7H5yM+7MNqOBCPVPHpifKrpl71t+iWT8XB8n3nWz489dWQFegy8w26nNpRGGrjfQ8dlUkG9f2cyGv/Zx8adxvLnBy1v9+PbPMZ3mfBw5y749SP8/uNn0uJX+U/2EV2zHXSr3Yq5y2oCW7KQpBhCizx/OKmm1PbCLroecebNHR8Nwb2O6XXQd7nthcDSaCkZX+wmsGJkNXv/IzhJixBNAOqA2EnG4w1VeJoZzKfWWIKELjSxdaWfy3RAX37bh+rMbrAJ9QxkoIiIiIiIpRYJRkx5opwzGrk1SnVvV0dFEx96G9Etp4Z5rMcaIL96c6oEz7yV/rgwip/oYWtxMoHUVowd20tczyIF9jfkd2VQlSUw4aXl210y137rP9fBdb5TYlBNLsVIgk/0s3ZOojfonj9J7aYjQmW6CGb3pbnq2Ja833eqaWuzjg6lSJrM0LlTydINpGDvXyZ5TCRr2tuEpVpz1SScuBom8A647SVW7ftfG0v9mctQ383veSBqPhwn+5SDWpl4aP2ul9tJODu630vbVTRm9+2b4mIXaxQkGv+ZjkHSPuDWZnfMUrkKc2/GTcR0mr2ZURc78fZa3cPp0S+FjrV2Kdz1Md//krHPDC2FGt7ioY5Tw6+B+1InpWC5VLtyrJznycpimu9xYp+KEhsI4PJuxky7LLNhmFFjgYdezVga+d4TWM+k2o/sO4L0TuFZ4l7NMJcuuEi8iIiIiUkyRYNSkyuW1Idp3XmRV0aqOhatq5lfTTfXwSVlDj2RIxgg9t58j7yzFv68RexXY/V3Ee9rZsyNO21eX5O2T++Gm9NiYUZyPpIcjsTmL98A6I8bw8fPwQAueYu0rc9iXe2le7i3cCdD03mX2iFtWGmcz3glx8tQAb8Qmqa6pBiaZnKhmyb05w+NcizD4nT5OXlrCps4eGu8sUYxoa8DfFqOvZxvbaiBpWHFv3cemuygQvNzg7wnMKY0Tw3T7+4iubqP3/0n9gp49vdDXSfdzDp5vN2nvmNV503TppnnnPMWXzTbdW25WNdkyhpFZtSX1P+vKHbRFD9K9bVu6zWgbu1dauWI6sKiF+i37iAUO42sJYsHAvmIXbZ/NOItLlVYucFDnacLzhYyhkIqInpkNuicnoLoG7Cu202wWtIuIiIiIzMHcxhktS4EhIdLsTktG9cVJjKtxymvwlsHi4J6H/fTaXTimAy2rk6Z938abtGAdL9DTq+nYmAB2Gp46jqe6UHA2xuVzQ3BvKlCyfrIeb715e9aSY4bOKFISNxcTIwQ7TlL9ZC9HV2QUc04Pj/O0Qe+hVGlxMh4msmgHgeNu7MWGy8lgc2+i4+imMnfmBn9PYC5pjM3D7sP1WKwZFYyr7HhaA6T6LJrnvl6LBZe5nXLB3IaRqbLhfryL4zlV268U2hdrHU17e2kqd99zFRoK6Y8aaAt6qL5teoId7zOn022D88XzOqiKENw4Qv3p3LayIiIiIiLmbkEwmlJoSIj5YrvTlV9ttcqSqto6Pvf1Way5neMUZl3WSMuyAvtVZMzQfAWqNC9mpjrpLA/+vubCbU2rcve+muo/zJ5iWbaJtgL7/bumWBoD2YFoCW2Zy3AAACAASURBVOYZBHYw6fXXtH3yb5KMXbXR+PwcOz/6MKmyYF1QfprmuRYjyhBcasFVYIxUEREREZFMtyAYncvwHtVYF9sZPubDZ7queSo9nJbTbjB/c4V6Bb1V+3njvc/OqKmnpdPg5Km9bPvWdDVdYArsy5voebqhzKrIc92ug/r19TiyqnreTDrNZxqnzsHadFrMLYPARKnzZr7PU8C19TSnAd5LZLUxLaZoafK0Usdi1tbURHVNLfZPZNRyWOSl63ShclQRERERkXx/8MEHH3zw294JERERERER+Wj52G97B0REREREROSjR8GoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREak4BaMiIiIiIiJScQpGRUREREREpOIUjIqIiIiIiEjFKRgVERERERGRilMwKiIiIiIiIhWnYFREREREREQqTsGoiIiIiIiIVJyCUREREREREam4+Q1Gk7/m/fFfk5yawzL/8o/87Gd/z7v/Avzyb+jd+2V6L16fn/1Jr+/JM5EbX8fEr+Z+TCIi8v+3d69BVpV3vvi/DjQKaQTFagENojOoKRjHHIZE0ZRDhhAslamjZgxiGIkZk0GNMwHjbbxEc8QcwUQxlhITEoeMmmNMHdBKJMSEEy+ZoVod01SUTBBBAfsvF7XTjd2S/r+AGEDo6+61N/D5VFGLvdZez/r1q19993rWs+iOcvbTt+vy2IL5mf/0ms6f2xb9FIBddDuMLr9/eiZfOC/Lk9QvvS0XXXZbfr6pEwO8uiRf+8b8/PzVJH9oyqbX38qmd1raPa3x5Z/krq/MyNQLp2fyhdNz0cxZWfCrNWnc8Uvbx6tvfHfnk1ua0vj2W7v/t8ull//gqs7/TQDQSWXpp1tb3t8H31iRJ5csy+K6Ne32SP0UgO7o3f5XmrJqyfzc9XBdXttalSNGn55Lp07M8H4dGf75zL9wXhbv4eiIC67PTUM6Ue129U/Mysz71+QDo8fnyovH5+iqN/LcTxfk3ntm5an/np47LxiVqrbOX3pbLl+wfo81XTe233u/3G7e0sni3q7LgtvuzmNVk3LHdRNT08nTAdhXVV4/zaaf5daZC/Pb3R17ekEueno31xk/+L3P+ikA3dFuGK1/4hu5fsGaHDH+7Fx51Jo8dP/CXL+2MbNuODtH9Grv7JG5YO6tOS9JUpfvXLYgT429IN+ePGrb4YMOTlZ0suKtdVn8ozVpGXl2Zl02PgOTJAfnlMnXpyYzcv3ji/LkWaMybsCeh6gZf30eGL/Lzjd+kutnLkyyPj+fMy/zf9fJupJk3ZJ8/bZHsiJ9k0O6cD4A+6yK66dJctjE3PTdiTvtavzVHbnonpeSw0/LrFvOy/A2atNPAeiOdsLoS9uC3+gLct0FY9MvyfCszz99e0lmXrSkA8NXpap/1fa7lP3ygSQ5qF/69T+46xVvejUr3k5GfHjU9iD6JyNOOC55/PmsejVJG2E0LU1p3LLL/KG3G9OSpCqDM+G6uzNh++7l90/PV59ov6zG3yzIzbcvywcmX59L196Ur77c4b8IgH1eBfbT3Wh8+ZHc+u2XUnXYwfnA60vzte8fkzlTxqTfngKpfgpAN7QdRl9/KcvfTkaMPC5/nEU0cOSHMyJr0nj25blp3JA898BVuevpNkcprepBqalK/vO/V6Zx/ODsOLvptdVrkgxKzaFtD9HmtKIultXw2obUTLs6/zJ2cJbf38mT16/IZQu25O8vOyEfO3CH/S8sz9/+snfmX3Jchu34/Xca0vDugan+QFXb5wNQGSqxn/7Rlg1Z9eKyPPnEL7L4habUnHR2Zv3j+Byy4qHcfMf8fGHZj3Pq352eCSeOyhGH9E3VDsFUPwWgO9oOo2+sz6okEw4f9Kd9hw7O0UkWb25Kv/4HZ+BBHbzSG+vzcpK8sj71eT6PtfHsS5sOGpNPjn8wT/34odx+1KBcOuG4DExL6n+9IHc9siFVJ5yXUzr03MzgTJt9fSYctuv+9Vl88/ROTyuqGX95/qVzp+zincyeV5t7dlxS6t0/JL3f/6v3+qdWZMq6Q/PjKcPTp1vXBKAQldhPk/z2gRm5+emqHHLYYRlzyjm56aITM3zA9mD2ofMy65tnp/7Fn+UXv1ySr/9kQTa9eVwunTs9H9mpVv0UgK7pwAJGpdHy8sptCyT8bmVWbfnbPz37snxBLrqnc69eGXHuDZk1aH6+/tAd+aeH/ri3KsNPOy+zpp72vum7HbblrTS2VOUjl9ycU6u2NePifqk+MDMv3t0vuUVcG4C9Rcn6aUtTjjjzhtxz5o47t71SZkfVw8bmzCljc+YO5+Wgvm2PrZ8C0AFth9EBh6Umye8btz39kSTZ0pjfJ6kZ2JnnVFry3HN1yUFVqdpSl8XLmvKRjx28bcT+XcjDvQ7O8PGX547xLWl5uyktqUpVv52nDiVJDjwyHx0/JkcfM2g3g6zP/JnTM3/X3VVVOXHq9bnyY9v+vg7/Ut0dvXtnUN+W3HNfbe559w9ZvzUZfOC2n3QH9+3/vq9v/H1r0ticjUkGv+8oABWnAvtpW1Ns23Zi/vW7F2fke5/1UwC6pp0wOihDkzy3cmUy5rht+15bmeeSND4yO5Mf6eBVXl2UHzydjLzo8oxbNjt3/eDBPD/64pzYoeXs27Ljgg670X9Uzrhg1Pt215x2Rb790V0WXOjVN/36tfVCmB502DG58ZLt/9/+XMusXZ9reU99lr/6h+T3jXnujeT096ZFvZM776vNPYMPy/xzjjLdCKCSVGA/3e1KuMl7q+H+9uMX54GpJ7Y9hn4KQDe0HUb7fzinnvBQnn9yWX577nEZ0Sv57X8+l8Z8MNNmXZJTqzsw7Wbr+iy+f0le639ipo05JiOPHp8f/euS3P6Nn2T2ld17b9i2lfl2/YV2R9vfy7ZrQ63qm35V7Uwx2m7k1LvzwNRuFNmeF3+TKT9r3GnX4CRXf7N2hz0H5YufG5mPHpg0LFuf76RfpgzZkjsfX5WPTRme6iTJgfni5yy4AFCRKrafrs/im2/a/XOdT8zL5J1Wv93Ns6H6KQDd0M6cnoPzkdPHZODXns7td/fL3//Fmvzg8aYMHH9Wxg3ZNi2ozWk3b7+UH829Iz9Y0TcTrvhMRh6U5Miz8+WL1+SGeQsz81/fzHXndvdPeDeb334rjbs9tm0K1O610YDfZ0+LM5TA8R/K94/v2FcbfvdSrv5lSz522lH57PFvpeE76zPt/xyQez/aA3UBUEKV2k8HZ9yMW3Pq1ra/Vb/0tlz98J6O6qcAdE27D5hUfWhavnJJS+66f0nmvVCVI046L1+ePGrPU2N31G9A+uTgjLvkikwb+adfTmvGXp45Q5bkP1pOyYiWf+tG+UlSl7suu6oL53WsARey4MJufs1Nkrz7h6zvffD2peg35JdPNWXkKR/MBaMHJBmQL07tlRH/0ZiNLe8/FYDKUqn9tKrfwe3W0O+gtr6hnwLQNR1a7aBmzMW5aUwXRu81OGdcc+tuD/U7enzGJcnyLoy7kw5M093DmR1pwIUsuLCnX3N3Wv1vUE6fustCTAOG5vQJSdav6Nn6ACiJyuunnburuSf6KQBdUdirXQCACvXnk3LHdd1bxwEAOqvbYXTgX4zJhD87puvv9jz+M/n23E+nql+STV0Z4Pl89cLpXb16jxg59e48UIqBPnR0/u9R2b6gQhsGH5u5M0txQQDKpaz99HcLc/mFC9v/XgdW2C0l/RRg33ZAa2tra6kGa3m9LsvXJUOPH5WaIqbjbHkrjR15vqOqbzvPu7R3jT28xxQAekCR/bSl8a20tPO853v0UwBKqKRhFAAAADriz8pdAAAAAPsfYRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOHaDKOv1b+Z1+rffO//tra2tra2++q2J71Wr5/a2tra2u4f2844oLW1tXWPB69c2ukBqQytXzut3CUAsJ1+uvfSTwF6TpthFAAAAHqCZ0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4Xq3dXD16teLqgMAymbYsMN7dHz9FID9QWf7aZthNElqag7pcjEAUOnq6zcVch39FIB9WVf6qWm6AAAAFE4YBQAAoHDCKAAAAIUTRgEAACicMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIXrfhjd2px1L9am9oVV2djUzbGaG9LQ3O2KAGCv1dzQkOat5a4CAHpet8Loup/PymcnnZPbH6vNs0u/m2vOnZBrH1/b+XH+37zcfs35mfjxCfnKTzd0pyQA2AutzdL75uTaKRPy8Yk3ZLFWCMB+oHd3Th5y/Dm5/uGrM7zvts//OOmH+cKUeVl6yo05rboT44w5Pxf/1fk5uWZCHulOQQCwVxqakz/1+Yz+1NgMOuPhchcDAIXoVhjNkGMzfMfPA/tnUPqnT59OjtO3OtV9k/6dPQ8A9hF9BlSnT/pHKwRgf9G9MLpd85trs6rumTxy/+MZMntWTtZJAQAAaEMJwujaLL1zVh5YuSoZcn4uOWZQ94cEAABgn1aCMDo0n7hubj6RJK8uyhXTZmTj/Dn5RE33RwYAAGDfVNr3jB55Vj79iWey+DnLAAIAALBnXQ+jW9fm0bnfTd2bO+x7dVEefGx4Ro8wVRcAAIA96/o03V5DM/akZNa0CXlpwNAclg1ZVT8kZ14zO58+phPjvDA3p05/YIcdZ+XUWUkyOfc8eVlGdblAANg71N09Nl/49x12nD02tybJ+fPy5HSdEIB90wGtra2tezq4evXrqak5pN1Bmhsa0ry1T6oHWEYXgL1Lff2mDBt2eI9eo6P9FAD2Vl3ppyV5tUuf6mrvRQMAAKDDSruAEQAAAHSAMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIUTRgGgEjQ3ZN2Ltal9cW0amstdDAD0vN7lLgAA9ncbfzU3M//3r3PUuL/O0OaX8pUnNuSsWfPyjyf0KXdpANBj2g2jzc1biqgDAPZb72w9Lld9/7Ic23fb538YNzdTvrkoZ957ToaUtzQA6DGm6QJAmQ05ZcJ7QTRJ+hw5PMOXr82G8pUEAD1OGAWACtO8ckVqx/9lhpe7EADoQcIoAFSSptrMm7M2X/r836S63LUAQA+ygBEAVIqmFfnejLlpnjEnZ3pYFIB9XEnujC5cuLAUwwBAyex1vampLt+afkvWfeqWfOmkQeWuBgB6XLfD6F7X7AHYb+w1PWrjM7n9c7fk7c/PyVXjhpa7GgAoRLem6e41TR6A/dbChQszadKkcpfRhrp87zMz8sibSWaelUd2OHLy1Yty2xnukgKwb+pyGBVEAdhbVHYgHZV/eOzp/EO5ywCAgnV5mm7lNnUA2JmeBQCVp1vPjGruAFQ6vQoAKlO3FzDS5AGoVHoUAFSukrzaRbMHoNLoTQBQ2UoSRgEAAKAzhFEAAAAKJ4wCAABQOGEUAACAwvVu7wubNzcVUQcAAAD7kTbD6LBhhxdVBwAAAPsR03QBoBJsbc66F2tT+8KqbDQpCYD9gDAKAGW27uez8tlJ5+T2x2rz7NLv5ppzJ+Tax9eWuywA6FEHtLa2tpa7CADYl61e/Xpqag7Z8xfWrciqgcdmeN/tn1/5Yb4w5deZ/JMbc1p1ISUCQLfU12/q9GOe7S5gBAD0sCHHZviOnwf2z6D0T58+5SoIAHqeMAoAFaL5zbVZVfdMHrn/8QyZPSsnC6MA7MOEUQCoCGuz9M5ZeWDlqmTI+bnkmEHlLggAepRnRgGgh7X7zOiuXl2UKz7/i0yYPyefqOm5ugCgVLryzKjVdAGg0hx5Vj79iWey+LkN5a4EAHqMMAoA5bR1bR6d+93UvbnDvlcX5cHHhmf0CFN1Adh3eWYUAMqp19CMPSmZNW1CXhowNIdlQ1bVD8mZ18zOp48pd3EA0HM8MwoAPayjz4w2NzSkeWufVA+wjC4AexfvGQWAvVif6uqIoQDsLzwzCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQAAAArXu9wFAMD+oLl5S7lLAICK4s4oAAAAhRNGAQAAKJwwCgAAQOGEUQAAAAonjAJAhVi4cGG5SwCAnfRkbxJGAaACCKIAVKqe6lHCKACUmSAKQKXriV4ljAJAGQmiAOwtSt2zhFEAKKNJkyaVuwQA6JBS9yxhFADKTCAFoNL1RK8SRgGgAgikAFSqnupRB7S2trb2yMgAQJJk9erXM3Bg33KXAQA9ZvPmpgwbdninznFnFAAAgMIJowAAABROGAUAAKBwwigAAACF613uAgBgf7B5c1O5SwCAimI1XQAAAApnmi4AAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAAClfaMNrSlMa3m9KytRPnvLkyzz+/LKveTLJxab5+5VX5+i83lKae7eNd/nBd18fY8lbn/yYA6I5y9tO36/LYgvmZ//Sazp/bFv0UgF10O4wuv396Jl84L8uT1C+9LRdddlt+vqkTA7y6JF/7xvz8/NUkf2jKptffyqZ3Wto9rfHln+Sur8zI1AunZ/KF03PRzFlZ8Ks1adzxS9vHq298d+eTW5rS+PZbu/+3y6WX/+Cqzv9NANBJZemnW1ve3wffWJEnlyzL4ro17fZI/RSA7ujd/leasmrJ/Nz1cF1e21qVI0afnkunTszwfh0Z/vnMv3BeFu/h6IgLrs9NQzpR7Xb1T8zKzPvX5AOjx+fKi8fn6Ko38txPF+Tee2blqf+enjsvGJWqts5felsuX7B+jzVdN7bfe7/cbt7SwaLeeD6LF/04P/qPNdm8JanqPygjx03K5/9uTAb26tSfB8A+qfL6aTb9LLfOXJjf7u7Y0wty0dO7uc74we991k8B6I52w2j9E9/I9QvW5IjxZ+fKo9bkofsX5vq1jZl1w9k5ot2mMDIXzL015yVJ6vKdyxbkqbEX5NuTR207fNDByYpOVry1Lot/tCYtI8/OrMvGZ2CS5OCcMvn61GRGrn98UZ48a1TGDdjzEDXjr88D43fZ+cZPcv3MhUnW5+dz5mX+7zpeUsvvFmTmzU8nJ5yWv7/igny0Jnnt+SX5zv3z88VVjbnzS6dtrxOA/VXF9dMkOWxibvruxJ12Nf7qjlx0z0vJ4adl1i3nZXgbtemnAHRHO2H0pW3Bb/QFue6CsemXZHjW55++vSQzL1rSgeGrUtW/avtdyn75QJIc1C/9+h/c9Yo3vZoVbycjPjzqfQ1pxAnHJY8/n1WvJmkjjKalKY1bdpk/9HZjWpJUZXAmXHd3Jmzfvfz+6fnqE22XVPXn5+Tar01KzeF/+rtGfGxarqt6KxfdszT/+cZpmXBYx/48APZFFdhPd6Px5Udy67dfStVhB+cDry/N175/TOZMGZN+ewqk+ikA3dB2GH39pSx/Oxkx8rj8cRbRwJEfzoisSePZl+emcUPy3ANX5a6n2xyltKoHpaYq+c//XpnG8YOz4+ym11avSTIoNYe2PUSb04q6VFTf1Bze9317+/3FcRmRhXnt9SRtNc/1K3LZgi35+8tOyMcO3GH/C8vzt7/snfmXHJdhO37/nYY0vHtgqj9Q1fb5AFSGSuynf7RlQ1a9uCxPPvGLLH6hKTUnnZ1Z/zg+h6x4KDffMT9fWPbjnPp3p2fCiaNyxCF9U7VDMNVPAeiOtsPoG+uzKsmEwwf9ad+hg3N0ksWbm9Kv/8EZeFAHr/TG+rycJK+sT32ez2NtPPvSpoPG5JPjH8xTP34otx81KJdOOC4D05L6Xy/IXY9sSNUJ5+WUDj03MzjTZl+/m19Y12fxzdM7Na1oj9auzm/zwZzaoXreyex5tblnxyWl3v1D0vv9v3qvf2pFpqw7ND+eMjx9SlAmAD2sEvtpkt8+MCM3P12VQw47LGNOOSc3XXRihg/YHsw+dF5mffPs1L/4s/zil0vy9Z8syKY3j8ulc6fnIzvVqp8C0DUdWMCoNFpeXrltgYTfrcyqLX/7p2dfli/IRfd07tUrI869IbMGzc/XH7oj//TQH/dWZfhp52XW1G48T7LlrTS2VOUjl9ycU6u2NeOu/1L9Vp5a8nyqTjgvH2nnTu02B2bmxbv7Jbcr1wZgX1WyftrSlCPOvCH3nLnjzm2vlNlR9bCxOXPK2Jy5w3k56P13L3einwLQAW2H0QGHpSbJ7xu3Pf2RJNnSmN8nqRnYmedUWvLcc3XJQVWp2lKXxcua8pGPHbxtxP5dyMO9Ds7w8ZfnjvEtaXm7KS2pSlW/nacOJUkOPDIfHT8mRx8zaDeDrM/8mdMzf9fdVVU5cer1ufJj2/6+Dv9SvYv6Jd/Mvb/5YC74agfCce/eGdS3JffcV5t73v1D1m9NBh+47SfdwX37v+/rG3/fmjQ2Z2OSwe87CkDFqcB+2tYU27admH/97sUZ+d5n/RSArmknjA7K0CTPrVyZjDlu277XVua5JI2PzM7kRzp4lVcX5QdPJyMvujzjls3OXT94MM+Pvjgndmg5+7bsuKDDbvQflTMuGPW+3TWnXZFvf3SXBRd69U2/fm29EKbjNi+7OzcseCPjrvhqJhzegRMOOyY3XrL9/9ufa5m163Mt76nP8lf/kPy+Mc+9kZz+3rSod3LnfbW5Z/BhmX/OUaYbAVSSCuynu10JN3lvNdzffvziPDD1xLbH0E8B6Ia2w2j/D+fUEx7K808uy2/PPS4jeiW//c/n0pgPZtqsS3JqdQem3Wxdn8X3L8lr/U/MtDHHZOTR4/Ojf12S27/xk8y+cmJqulH8tpX5dv2Fdkfb38u2a0Ot6pt+Ve1MMdpu5NS788DUjtfU+MK8XP3N3+UjX7oh00Z24Bov/iZTfta4067BSa7+Zu0Oew7KFz83Mh89MGlYtj7fSb9MGbIldz6+Kh+bMjzVSZID88XPWXABoCJVbD9dn8U337T75zqfmJfJO61+u5tnQ/VTALqhnTk9B+cjp4/JwK89ndvv7pe//4s1+cHjTRk4/qyMG7JtWlCb027efik/mntHfrCibyZc8ZmMPCjJkWfnyxevyQ3zFmbmv76Z687t7p/wbja//VYad3ts2xSo3WujAb/PnhZn2OVqL8zLjNtf2tY4T+jgtKvjP5TvH9+xrzb87qVc/cuWfOy0o/LZ499Kw3fWZ9r/OSD3frRj5wNQLpXaTwdn3Ixbc+rWtr9Vv/S2XP3wno7qpwB0TbsPmFR9aFq+cklL7rp/Sea9UJUjTjovX548as9TY3fUb0D65OCMu+SKnX7VrBl7eeYMWZL/aDklI1r+rRvlJ0ld7rrsqi6c17EG3NEFFxqXd6Fx/tFufs1Nkrz7h6zvffD2peg35JdPNWXkKR/MBaMHJBmQL07tlRH/0ZiNLe8/FYDKUqn9tKrfwe3W0O+gtr6hnwLQNR1a7aBmzMW5aUwXRu81OGdcc+tuD/U7enzGJcnyLoy7kw5M093DmR1pwB1ZcKFx+bzMuO35fOC0szPyDy/l+ed3+cKBH8zIDw3e87X29GvuTqv/DcrpU3dZiGnA0Jw+Icn6Fe0XCUDZVV4/7dxdzT3RTwHoisJe7bIve7n2+WxOsnnpI/n60t184c8n5Y7ruvd8LAD0mArpU/opwP6l22F04F+MyYQ/O6br7/Y8/jP59txPp6pfkk1dGeD5fPXC6V29ekl0dlGGDvvQ0fm/R2X7ggptGHxs5s7sgesDUJiy9tPfLczlFy5s/3sdWGG3O/RTgP3LAa2tra2lGqzl9bosX5cMPX5Uarr4PrFO2fJWGjvyfEdV33aed2nvGnt4jykA9IAi+2lL41tpaed5z/fopwCUUEnDKAAAAHTEn5W7AAAAAPY/wigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMK1GUZfq38zr9W/+d7/bW1tbW1t99VtT3qtXj+1tbW1td0/tp1xQGtra+seD165tNMDUhlav3ZauUsAYDv9dO+lnwL0nDbDKAAAAPQEz4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIUTRgEAACicMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwgmjAAAAFE4YBQAAoHDCKAAAAIUTRgEAACicMAoAAEDhhFEAAAAKJ4wCAABQOGEUAACAwvVu6+Dq1a8XVQcAlM2wYYf36Pj6KQD7g8720zbDaJLU1BzS5WIAoNLV128q5Dr6KQD7sq70U9N0AQAAKJwwCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQAAAApX0jDa3NCQhuYunLi1OQ2vrkjtshVZ16UBAGDf0NzQkOatXTxZPwVgL1KyMNr8wtx8duKEfOWnGzp34sZnctfnzsnM+Y/n2f9alNunnpnP3lcXULO3lgAADblJREFULRSA/cfaLL1vTq6dMiEfn3hDFneylSbRTwHY6/QuySjrFuXarycnnZG80tlzG5PjrvxhLj2+z7bPU/4md029M49OnJezjyxJdQBQ4Ybm5E99PqM/NTaDzni4a0PopwDsZbp/Z7SpLnfNfCCjrrksfzOgC+cfeXI+8cfGmSR9h2f4UXVZu7HblQHAXqPPgOpUD+ifPu1/dff0UwD2Mt0Mo82pve+WvHL+7PzDiNIUlKYVWfFfE/KXx5RoPADYH+mnAFS4bk3TXffY1flmr2tyzxlDS1ROc2rvm5N1l92Z06pLNCQA7Hf0UwAqX5fvjDYvn5cr7u2fM//HO/n1strULqtN3bpkw8ra1C5f24UFE5qz4t8uzTe3zsjVJQu3ALC/0U8B2Dt0/c7ooWPzL9e9U6IymlN338W5/f+7MP/ryyfn0F4lGhYA9iv6KQB7jy6H0T5DRmX0kJ33HbgsqT1qdEaPHNTxgbZuyDNzL8s3c1nu1DgBoGv0UwD2MqV5tUs31P3b5FzxcEOSGZm042r2J12dhbPPyqHlKgwAClJ399h84d932HH22NyaJOfPy5PTR3VsDP0UgL3MAa2tra17Orh69eupqTmkyHoAoFD19ZsybNjhPXoN/RSAfV1X+mn33zMKAAAAnSSMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAkAFaW5oSPPWbpz/6orULqvLqvrm0hUFAD1AGAWAslubpffNybVTJuTjE2/I4g1dGGLdL3LrtAk5d+6iPPtfP8/3rjszE69bnHXdCLYA0JN6t/eF5uYtRdQBAPuxoTn5U5/P6E+NzaAzHu7aEDXH5uzrHs1Vx/TZ9nnaWXlk+vmZ9//G5oZx1aUrFQBKpN0wCgD0vD4DqtMn/dOnqwP0Gppjj9nx82HpX5P079vlEQGgRwmjALAvaWrIuld+nWcWzs/imjm5ZYwwCkBlEkYBYB+y7qnZufXBVXl569CcP/3YHNqr3BUBwO4JowCwDxky/sbcMT7J1rV59JrJuWLjA7ntk4PKXRYAvE9JVtNduHBhKYYBgJLZ73tTr6E589xP5pknarOx3LUAwG50O4zu980egIq1P/WodY/NzfdeaPjTjq1r8+jDizL8r47NoeUrCwD2qFvTdPenJg/A3mnhwoWZNGlSuctoU93dY/OFf99hx9ljc2uSnD8vT04f1aExhowZm8yZnIk3DsrQQ5M3XlmboRNvzG3nDe+JkgGg2w5obW1t3dPB1atfz8CBfXd7bNcgWumNHoD9S0f71ObNTRk27PAerWX16tdTU3NIj17jPc0NaWhK+lRXp4/FiwAoSH39pk730y5P0xU+Adhb7Fc9q091qgcIogBUvm49M7pfNXcA9kp6FQBUpm4vYKTJA1Cp9CgAqFwlebWLZg9ApdGbAKCylSSMAgAAQGcIowAAABROGAUAAKBwwigAAACF693eFzZvbiqiDgAAAPYjbYbRYcMOL6oOAAAA9iOm6QJABWluaEjz1pIMlIaG5hIMBAA9QxgFgLJbm6X3zcm1Uybk4xNvyOIN3RyuqS53TZuQiTc+no0lqQ8ASq/dZ0YBgJ42NCd/6vMZ/amxGXTGw90bauvaPHrj7OSUs5KVpakOAHqCO6MAUAH6DKhO9YD+6dOtUZpTd+/MPDjqmlx6anWJKgOAniGMAsA+ovnZe3PrK5Nz2/nHlrsUAGiXaboAsC9YtyjXzk2uuvusDOlV7mIAoH3ujALA3q65Lt+aOS/Vk/4679TVpnZZbWp/sy7ZvCq1y+qyzqK6AFQgd0YBYK93aE7+5xvzTrnLAIBOEEYBYG/XZ2hGjRm6874Dn06WDc/oMaNyaHmqAoA2CaMAUGZ1d4/NF/59hx1nj82tSXL+vDw5fVSZqgKAnnVAa2tra7mLAIB92erVr6em5pBylwEAPaa+flOGDTu8U+dYwAgAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAUAmaG7LuxdrUvrg2Dc3dGObVFaldVpdV9d0YBAAKIIwCQJlt/NXcfPbTX8q8n9bm2cfm5Pz/eWG+9UInw+S6X+TWaRNy7txFefa/fp7vXXdmJl63OOu29kzNANBdB7S2traWuwgA2JetXv16amoO2ePxdU8tztv/Y0KO7bvtc/OzczPl3qG5895zMqSjF9m6NiteOSzHHtNn++dVeWT6+fn1pxfnhnHV3aofANpTX78pw4Yd3qlz3BkFgDIbcsqfgmiS9DlyeIYvX5sNnRmk19A/BdEk6XVY+tck/fv22fM5AFBGwigAVJjmlStSO/4vM7wrJzc1ZN2Lz+SR//2l/LBmTi4cI4wCUJl6l7sAAGAHTbWZN2dtvnTnjHRlcu26p2bn1gdX5eWtQ3P+9GNzaK+SVwgAJeGZUQDoYe09M/qephX53oxbsmHqnHzppEHdu+jWtXn0mguz9OMP5LZPdnMsAGiHZ0YBYG/VVJdvTb8l6z51S/eDaJL0Gpozz/1knnmiNhu7PxoAlJwwCgDltvGZ3P65W/L25+fkqnFDuzTEusfm5nsvNPxpx9a1efThRRn+V8fm0BKVCQCl5JlRACirunzvMzPyyJtJZp6VR3Y4cvLVi3LbGR27SzpkzNhkzuRMvHFQhh6avPHK2gydeGNuO69LyyABQI/zzCgA9LAOPzNaCs0NaWhK+lRXp4/FiwAoSFeeGXVnFAD2JX2qU+1tLgDsBTwzCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAAQOGEUQCoBM0NWfdibWpfXJuG5tKM11CSgQCgZwijAFBmG381N5/99Jcy76e1efaxOTn/f16Yb73QjSDZVJe7pk3IxBsfz8bSlQkAJdW73AUAwP7una3H5arvX5Zj+277/A/j5mbKNxflzHvPyZDODrZ1bR69cXZyylnJylJXCgCl484oAJTZkFMmvBdEk6TPkcMzfPnabOj0SM2pu3dmHhx1TS49tbqEFQJA6QmjAFBhmleuSO34v8zwzp737L259ZXJue38Y3ukLgAoJWEUACpJU23mzVmbL33+b9Kpe5vrFuXauclVN56VIb16qjgAKB1hFAAqRdOKfG/G3DTPuCZnduZh0ea6fGvmvFRP+uu8U1eb2mW1qf3NumTzqtQuq8s6i+oCUIEsYAQAlaCpLt+aPjsbpt6Sq04a1MmTD83J/3xj3umRwgCgZwijAFBuG5/J7ZfNTS6b24UgmqTP0IwaM3TnfQc+nSwbntFjRuXQ0lQJACUljAJAWdXle5+ZkUfeTDLzrDyyw5GTr16U287oQjgFgL3AAa2tra3lLgIA9mWrV7+emppDyl0GAPSY+vpNGTbs8E6dYwEjAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAkAl2NqcdS/WpvaFVdnYVILxmhvS0NBcgoEAoGcIowBQZut+PiufnXRObn+sNs8u/W6uOXdCrn18bdcHbKrLXdMmZOKNj2dj6coEgJLqXe4CAGB/N+T4c3L9w1dneN9tn/9x0g/zhSnzsvSUG3NadScH27o2j944OznlrGRlyUsFgJJxZxQAym3Ise8F0STJwP4ZlP7p06ezAzWn7t6ZeXDUNbn01M6mWAAoljAKABWi+c21WfHUD3Prlx/OkNkX5uROhtHmZ+/Nra9Mzm3nH9szBQJACZmmCwAVYW2W3jkrD6xclQw5P5ccM6hzp69blGvnJlfdfVaG9OqZCgGglIRRAKgIQ/OJ6+bmE0ny6qJcMW1GNs6fk0/UdODU5rp8a+a8VJ97Td6pq01tkqxcl2xOapfVZdRfjcqQTk/5BYCeZZouAFSaI8/Kpz/xTBY/t6GDJxyak//5xpx5pMQJwN7DnVEAKKeta/Po3YszfOqFGTVg+75XF+XBx4Zn9KQOTtXtMzSjxgzded+BTyfLhmf0mFE5tKQFA0BpCKMAUE69hmbsScmsaRPy0oChOSwbsqp+SM68ZnY+fUy5iwOAnnNAa2tra7mLAIB92erVr6em5pB2v9fc0JDmrX1SPcB0WwD2LvX1mzJs2OGdOsedUQCoEH2qqyOGArC/sIARAAAAhRNGAQAAKJwwCgAAQOGEUQAAAAonjAIAAFA4YRQAAIDCCaMAAAAUThgFAACgcMIoAAAAhRNGAQAAKFzvchcAAPuD5uYt5S4BACqKO6MAAAAUThgFAACgcMIoAAAAhRNGAQAAKJwwCgAVYuHCheUuAQB20pO9SRgFgAogiAJQqXqqRwmjAFBmgigAla4nepUwCgBlJIgCsLcodc8SRgGgjCZNmlTuEgCgQ0rds4RRACgzgRSAStcTvUoYBYAKIJACUKl6qkcd0Nra2tojIwMASZLVq1/PwIF9y10GAPSYzZubMmzY4Z06x51RAAAACieMAgAAUDhhFAAAgMIJowAAABSud7kLAID9webNTeUuAQAqitV0AQAAKJxpugAAABROGAUAAKBwwigAAACFE0YBAAAonDAKAABA4YRRAAAACieMAgAAUDhhFAAAgMIJowAAABROGAUAAKBw/z854ZHQiITa/AAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "0f584f32", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6978bde2", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 4, 2" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "eaea06e1", + "metadata": {}, + "outputs": [], + "source": [ + "s = []\n", + "answer = []" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "efa7866d", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs(start):\n", + " \n", + " if len(s) == m:\n", + " answer.append(''.join(map(str,s)))\n", + " return \n", + " \n", + " for i in range(start,n+1):\n", + " if i not in s:\n", + " s.append(i)\n", + " dfs(i+1)\n", + " s.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "ad9a892b", + "metadata": {}, + "outputs": [], + "source": [ + "dfs(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "f37c0e9b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "['12', '13', '14', '23', '24', '34']" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "markdown", + "id": "579050e3", + "metadata": {}, + "source": [ + "재귀함수를 이용하고 출력하는 리스트의 개수가 m 개이면 리스트의 내용을 출력\n", + "재귀함수에서는 전달받은 인자인 start부터 n까지의 수자를 사용\n", + "재귀함수를 호출할 때에는 i + 1을 호출\n", + "다음에 오는 숫자가 현재 숫자보다 작으면 가지치기하여 검색하지 않는다." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "923b0128", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From e0287dcd980c20aab1da1e237d571391edd62fc9 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Tue, 5 Apr 2022 20:54:37 +0900 Subject: [PATCH 16/24] '20220405' --- .ipynb_checkpoints/15651-checkpoint.ipynb | 130 ++++++++++++++++++++++ 15651.ipynb | 130 ++++++++++++++++++++++ 2 files changed, 260 insertions(+) create mode 100644 .ipynb_checkpoints/15651-checkpoint.ipynb create mode 100644 15651.ipynb diff --git a/.ipynb_checkpoints/15651-checkpoint.ipynb b/.ipynb_checkpoints/15651-checkpoint.ipynb new file mode 100644 index 0000000..1824192 --- /dev/null +++ b/.ipynb_checkpoints/15651-checkpoint.ipynb @@ -0,0 +1,130 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "ec963eb5", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "acd25dde", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 4, 2" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "17feb69f", + "metadata": {}, + "outputs": [], + "source": [ + "s = []" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "1551f1ee", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs():\n", + " if len(s) == m:\n", + " print(''.join(map(str,s)))\n", + " return\n", + " \n", + " for i in range(1,n+1):\n", + " #if i not in s:\n", + " s.append(i)\n", + " dfs()\n", + " s.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "12a5d7fc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11\n", + "12\n", + "13\n", + "14\n", + "21\n", + "22\n", + "23\n", + "24\n", + "31\n", + "32\n", + "33\n", + "34\n", + "41\n", + "42\n", + "43\n", + "44\n" + ] + } + ], + "source": [ + "dfs()" + ] + }, + { + "cell_type": "markdown", + "id": "89413997", + "metadata": {}, + "source": [ + "컴퓨터 메모리 구조에서 재귀 호출시 Stack에 호출 정보가 Push되고 종료 될때 Pop\n", + "\n", + "1. 재귀는 같은 일을 하는 함수끼리 input 데이터만 달리해서 호출\n", + "2. 재귀 호출된 함수가 무슨 일들을 했는지 중요하지 않다\n", + "3. 재귀를 사용하는 함수는 반드시 재귀 호출을 하지 않는 경우를 하나 이상 포함" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "95a9e693", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/15651.ipynb b/15651.ipynb new file mode 100644 index 0000000..1824192 --- /dev/null +++ b/15651.ipynb @@ -0,0 +1,130 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "ec963eb5", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "acd25dde", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 4, 2" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "17feb69f", + "metadata": {}, + "outputs": [], + "source": [ + "s = []" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "1551f1ee", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs():\n", + " if len(s) == m:\n", + " print(''.join(map(str,s)))\n", + " return\n", + " \n", + " for i in range(1,n+1):\n", + " #if i not in s:\n", + " s.append(i)\n", + " dfs()\n", + " s.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "12a5d7fc", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "11\n", + "12\n", + "13\n", + "14\n", + "21\n", + "22\n", + "23\n", + "24\n", + "31\n", + "32\n", + "33\n", + "34\n", + "41\n", + "42\n", + "43\n", + "44\n" + ] + } + ], + "source": [ + "dfs()" + ] + }, + { + "cell_type": "markdown", + "id": "89413997", + "metadata": {}, + "source": [ + "컴퓨터 메모리 구조에서 재귀 호출시 Stack에 호출 정보가 Push되고 종료 될때 Pop\n", + "\n", + "1. 재귀는 같은 일을 하는 함수끼리 input 데이터만 달리해서 호출\n", + "2. 재귀 호출된 함수가 무슨 일들을 했는지 중요하지 않다\n", + "3. 재귀를 사용하는 함수는 반드시 재귀 호출을 하지 않는 경우를 하나 이상 포함" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "95a9e693", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 5e166dd764b7864bc047c594839f444bb62042b5 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Wed, 6 Apr 2022 20:00:06 +0900 Subject: [PATCH 17/24] '20220406' --- .ipynb_checkpoints/2580-checkpoint.ipynb | 248 +++++++++++++++++++++++ 2580.ipynb | 248 +++++++++++++++++++++++ 2 files changed, 496 insertions(+) create mode 100644 .ipynb_checkpoints/2580-checkpoint.ipynb create mode 100644 2580.ipynb diff --git a/.ipynb_checkpoints/2580-checkpoint.ipynb b/.ipynb_checkpoints/2580-checkpoint.ipynb new file mode 100644 index 0000000..b610aba --- /dev/null +++ b/.ipynb_checkpoints/2580-checkpoint.ipynb @@ -0,0 +1,248 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "f3c399e4", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1db44362", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[0, 3, 5, 4, 6, 9, 2, 7, 8],\n", + "[7, 8, 2, 1, 0, 5, 6, 0, 9],\n", + "[0, 6, 0, 2, 7, 8, 1, 3, 5],\n", + "[3, 2, 1, 0, 4, 6, 8, 9, 7],\n", + "[8, 0, 4, 9, 1, 3, 5, 0, 6],\n", + "[5, 9, 6, 8, 2, 0, 4, 1, 3],\n", + "[9, 1, 7, 6, 0, 2, 0, 8, 0],\n", + "[6, 0, 3, 7, 0, 1, 9, 5, 2],\n", + "[2, 5, 8, 0, 0, 4, 7, 6, 0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "387f824a", + "metadata": {}, + "outputs": [], + "source": [ + "blank = []" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ebfb1fc9", + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(9): # 0 의 좌표를 blank List에 저장\n", + " for j in range(9):\n", + " if graph[i][j] == 0:\n", + " blank.append((i,j))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6c841d69", + "metadata": {}, + "outputs": [], + "source": [ + "def checkRect(x,y,a): # 3*3 정사각형에 없는 수임을 확인 \n", + " nx = x//3 * 3 \n", + " ny = y//3 * 3 # 몇 번째 칸에 있는지 확인 가능 \n", + " \n", + " for i in range(3):\n", + " for j in range(3):\n", + " if a == graph[nx+i][ny+i]:\n", + " return False\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "75c97ad6", + "metadata": {}, + "outputs": [], + "source": [ + "def checkRow(x,a):\n", + " for i in range(9):\n", + " if a == graph[x][i]:\n", + " return False \n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8b94fbc9", + "metadata": {}, + "outputs": [], + "source": [ + "def checkCol(y,a):\n", + " for i in range(9):\n", + " if a == graph[i][y]:\n", + " return False\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8f5c6049", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs(idx):\n", + " if idx == len(blank):\n", + " for i in range(9):\n", + " print(graph[i])\n", + " return \n", + " for i in range(1,10):\n", + " x = blank[idx][0]\n", + " y = blank[idx][1]\n", + " \n", + " if checkRow(x,i) and checkCol(y,i) and checkRect(x,y,i):\n", + " #print(x,y,i)\n", + " graph[x][y] = i \n", + " dfs(idx + 1)\n", + " graph[x][y] = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "05c90ddb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1, 3, 5, 4, 6, 9, 2, 7, 8]\n", + "[7, 8, 2, 1, 3, 5, 6, 4, 9]\n", + "[4, 6, 9, 2, 7, 8, 1, 3, 5]\n", + "[3, 2, 1, 5, 4, 6, 8, 9, 7]\n", + "[8, 7, 4, 9, 1, 3, 5, 2, 6]\n", + "[5, 9, 6, 8, 2, 7, 4, 1, 3]\n", + "[9, 1, 7, 6, 5, 2, 3, 8, 4]\n", + "[6, 4, 3, 7, 8, 1, 9, 5, 2]\n", + "[2, 5, 8, 3, 9, 4, 7, 6, 1]\n" + ] + } + ], + "source": [ + "dfs(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "4205ee2d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 3, 5, 4, 6, 9, 2, 7, 8],\n", + " [7, 8, 2, 1, 0, 5, 6, 0, 9],\n", + " [0, 6, 0, 2, 7, 8, 1, 3, 5],\n", + " [3, 2, 1, 0, 4, 6, 8, 9, 7],\n", + " [8, 0, 4, 9, 1, 3, 5, 0, 6],\n", + " [5, 9, 6, 8, 2, 0, 4, 1, 3],\n", + " [9, 1, 7, 6, 0, 2, 0, 8, 0],\n", + " [6, 0, 3, 7, 0, 1, 9, 5, 2],\n", + " [2, 5, 8, 0, 0, 4, 7, 6, 0]]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5285dc03", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(0, 0),\n", + " (1, 4),\n", + " (1, 7),\n", + " (2, 0),\n", + " (2, 2),\n", + " (3, 3),\n", + " (4, 1),\n", + " (4, 7),\n", + " (5, 5),\n", + " (6, 4),\n", + " (6, 6),\n", + " (6, 8),\n", + " (7, 1),\n", + " (7, 4),\n", + " (8, 3),\n", + " (8, 4),\n", + " (8, 8)]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blank" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "277cadfe", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2580.ipynb b/2580.ipynb new file mode 100644 index 0000000..b610aba --- /dev/null +++ b/2580.ipynb @@ -0,0 +1,248 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "f3c399e4", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "1db44362", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[0, 3, 5, 4, 6, 9, 2, 7, 8],\n", + "[7, 8, 2, 1, 0, 5, 6, 0, 9],\n", + "[0, 6, 0, 2, 7, 8, 1, 3, 5],\n", + "[3, 2, 1, 0, 4, 6, 8, 9, 7],\n", + "[8, 0, 4, 9, 1, 3, 5, 0, 6],\n", + "[5, 9, 6, 8, 2, 0, 4, 1, 3],\n", + "[9, 1, 7, 6, 0, 2, 0, 8, 0],\n", + "[6, 0, 3, 7, 0, 1, 9, 5, 2],\n", + "[2, 5, 8, 0, 0, 4, 7, 6, 0]]" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "387f824a", + "metadata": {}, + "outputs": [], + "source": [ + "blank = []" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "ebfb1fc9", + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(9): # 0 의 좌표를 blank List에 저장\n", + " for j in range(9):\n", + " if graph[i][j] == 0:\n", + " blank.append((i,j))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "6c841d69", + "metadata": {}, + "outputs": [], + "source": [ + "def checkRect(x,y,a): # 3*3 정사각형에 없는 수임을 확인 \n", + " nx = x//3 * 3 \n", + " ny = y//3 * 3 # 몇 번째 칸에 있는지 확인 가능 \n", + " \n", + " for i in range(3):\n", + " for j in range(3):\n", + " if a == graph[nx+i][ny+i]:\n", + " return False\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "75c97ad6", + "metadata": {}, + "outputs": [], + "source": [ + "def checkRow(x,a):\n", + " for i in range(9):\n", + " if a == graph[x][i]:\n", + " return False \n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "8b94fbc9", + "metadata": {}, + "outputs": [], + "source": [ + "def checkCol(y,a):\n", + " for i in range(9):\n", + " if a == graph[i][y]:\n", + " return False\n", + " return True" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "8f5c6049", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs(idx):\n", + " if idx == len(blank):\n", + " for i in range(9):\n", + " print(graph[i])\n", + " return \n", + " for i in range(1,10):\n", + " x = blank[idx][0]\n", + " y = blank[idx][1]\n", + " \n", + " if checkRow(x,i) and checkCol(y,i) and checkRect(x,y,i):\n", + " #print(x,y,i)\n", + " graph[x][y] = i \n", + " dfs(idx + 1)\n", + " graph[x][y] = 0" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "05c90ddb", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1, 3, 5, 4, 6, 9, 2, 7, 8]\n", + "[7, 8, 2, 1, 3, 5, 6, 4, 9]\n", + "[4, 6, 9, 2, 7, 8, 1, 3, 5]\n", + "[3, 2, 1, 5, 4, 6, 8, 9, 7]\n", + "[8, 7, 4, 9, 1, 3, 5, 2, 6]\n", + "[5, 9, 6, 8, 2, 7, 4, 1, 3]\n", + "[9, 1, 7, 6, 5, 2, 3, 8, 4]\n", + "[6, 4, 3, 7, 8, 1, 9, 5, 2]\n", + "[2, 5, 8, 3, 9, 4, 7, 6, 1]\n" + ] + } + ], + "source": [ + "dfs(0)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "4205ee2d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 3, 5, 4, 6, 9, 2, 7, 8],\n", + " [7, 8, 2, 1, 0, 5, 6, 0, 9],\n", + " [0, 6, 0, 2, 7, 8, 1, 3, 5],\n", + " [3, 2, 1, 0, 4, 6, 8, 9, 7],\n", + " [8, 0, 4, 9, 1, 3, 5, 0, 6],\n", + " [5, 9, 6, 8, 2, 0, 4, 1, 3],\n", + " [9, 1, 7, 6, 0, 2, 0, 8, 0],\n", + " [6, 0, 3, 7, 0, 1, 9, 5, 2],\n", + " [2, 5, 8, 0, 0, 4, 7, 6, 0]]" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "5285dc03", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[(0, 0),\n", + " (1, 4),\n", + " (1, 7),\n", + " (2, 0),\n", + " (2, 2),\n", + " (3, 3),\n", + " (4, 1),\n", + " (4, 7),\n", + " (5, 5),\n", + " (6, 4),\n", + " (6, 6),\n", + " (6, 8),\n", + " (7, 1),\n", + " (7, 4),\n", + " (8, 3),\n", + " (8, 4),\n", + " (8, 8)]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "blank" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "277cadfe", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 3690835fa5b99de7b49b8cdc8d5eb5da14cf8cbe Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Thu, 7 Apr 2022 23:29:48 +0900 Subject: [PATCH 18/24] '20220407' --- .ipynb_checkpoints/1562-checkpoint.ipynb | 112 +++++++++++++++++++++++ 1562.ipynb | 112 +++++++++++++++++++++++ 2 files changed, 224 insertions(+) create mode 100644 .ipynb_checkpoints/1562-checkpoint.ipynb create mode 100644 1562.ipynb diff --git a/.ipynb_checkpoints/1562-checkpoint.ipynb b/.ipynb_checkpoints/1562-checkpoint.ipynb new file mode 100644 index 0000000..54f9a8d --- /dev/null +++ b/.ipynb_checkpoints/1562-checkpoint.ipynb @@ -0,0 +1,112 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "24901b00", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f0d7ff05", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 3, 3" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "d9238a6d", + "metadata": {}, + "outputs": [], + "source": [ + "stack = []" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8ea554c7", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs (start):\n", + " \n", + " if len(stack) == m:\n", + " print(''.join(map(str,stack)))\n", + " return\n", + " \n", + " for i in range(start,n+1):\n", + " stack.append(i)\n", + " dfs(i)\n", + " stack.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "9d490eb6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "111\n", + "112\n", + "113\n", + "122\n", + "123\n", + "133\n", + "222\n", + "223\n", + "233\n", + "333\n" + ] + } + ], + "source": [ + "dfs(1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3aeac2dd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1562.ipynb b/1562.ipynb new file mode 100644 index 0000000..54f9a8d --- /dev/null +++ b/1562.ipynb @@ -0,0 +1,112 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "24901b00", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f0d7ff05", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 3, 3" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "d9238a6d", + "metadata": {}, + "outputs": [], + "source": [ + "stack = []" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "8ea554c7", + "metadata": {}, + "outputs": [], + "source": [ + "def dfs (start):\n", + " \n", + " if len(stack) == m:\n", + " print(''.join(map(str,stack)))\n", + " return\n", + " \n", + " for i in range(start,n+1):\n", + " stack.append(i)\n", + " dfs(i)\n", + " stack.pop()" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "9d490eb6", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "111\n", + "112\n", + "113\n", + "122\n", + "123\n", + "133\n", + "222\n", + "223\n", + "233\n", + "333\n" + ] + } + ], + "source": [ + "dfs(1)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3aeac2dd", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From b13b0a1731e16494eca61f8de134f68df73d788f Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 8 Apr 2022 19:15:43 +0900 Subject: [PATCH 19/24] '20220408' --- .ipynb_checkpoints/2606-checkpoint.ipynb | 146 +++++++++++++++++++++++ 2606.ipynb | 146 +++++++++++++++++++++++ 2 files changed, 292 insertions(+) create mode 100644 .ipynb_checkpoints/2606-checkpoint.ipynb create mode 100644 2606.ipynb diff --git a/.ipynb_checkpoints/2606-checkpoint.ipynb b/.ipynb_checkpoints/2606-checkpoint.ipynb new file mode 100644 index 0000000..869c998 --- /dev/null +++ b/.ipynb_checkpoints/2606-checkpoint.ipynb @@ -0,0 +1,146 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "cdcee542", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a427abb8", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 7,6" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "0a3fbfb5", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[1, 2],\n", + "[2, 3],\n", + "[1, 5],\n", + "[5, 2],\n", + "[5, 6],\n", + "[4, 7]]" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "f4d5a450", + "metadata": {}, + "outputs": [], + "source": [ + "answer = []" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "5f03f2f9", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start):\n", + " \n", + " queue = []\n", + " queue.append(start)\n", + " visited = [False] * (n + 1)\n", + " visited[start] = True\n", + " while queue:\n", + " \n", + " x = queue.pop(0)\n", + " \n", + " for node in graph:\n", + " if node[0] == x and visited[node[1]] == False:\n", + " queue.append(node[1])\n", + " visited[node[1]] = True\n", + " answer.append(node[1])\n", + " print(queue)" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "ee26b281", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2, 5]\n", + "[5, 3]\n", + "[3, 6]\n", + "[6]\n", + "[]\n" + ] + } + ], + "source": [ + "bfs(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "98f2d325", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4\n" + ] + } + ], + "source": [ + "print(len(answer))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ee9a971", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2606.ipynb b/2606.ipynb new file mode 100644 index 0000000..869c998 --- /dev/null +++ b/2606.ipynb @@ -0,0 +1,146 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "cdcee542", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a427abb8", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 7,6" + ] + }, + { + "cell_type": "code", + "execution_count": 70, + "id": "0a3fbfb5", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[1, 2],\n", + "[2, 3],\n", + "[1, 5],\n", + "[5, 2],\n", + "[5, 6],\n", + "[4, 7]]" + ] + }, + { + "cell_type": "code", + "execution_count": 71, + "id": "f4d5a450", + "metadata": {}, + "outputs": [], + "source": [ + "answer = []" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "5f03f2f9", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start):\n", + " \n", + " queue = []\n", + " queue.append(start)\n", + " visited = [False] * (n + 1)\n", + " visited[start] = True\n", + " while queue:\n", + " \n", + " x = queue.pop(0)\n", + " \n", + " for node in graph:\n", + " if node[0] == x and visited[node[1]] == False:\n", + " queue.append(node[1])\n", + " visited[node[1]] = True\n", + " answer.append(node[1])\n", + " print(queue)" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "id": "ee26b281", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[2, 5]\n", + "[5, 3]\n", + "[3, 6]\n", + "[6]\n", + "[]\n" + ] + } + ], + "source": [ + "bfs(1)" + ] + }, + { + "cell_type": "code", + "execution_count": 74, + "id": "98f2d325", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4\n" + ] + } + ], + "source": [ + "print(len(answer))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5ee9a971", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 265e3851ab5775b122c237b39085f37226d4d5f6 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Sun, 10 Apr 2022 16:52:45 +0900 Subject: [PATCH 20/24] '20220410' --- .ipynb_checkpoints/1525-checkpoint.ipynb | 233 +++++++++++++++++++++++ 1525.ipynb | 233 +++++++++++++++++++++++ 2 files changed, 466 insertions(+) create mode 100644 .ipynb_checkpoints/1525-checkpoint.ipynb create mode 100644 1525.ipynb diff --git a/.ipynb_checkpoints/1525-checkpoint.ipynb b/.ipynb_checkpoints/1525-checkpoint.ipynb new file mode 100644 index 0000000..4aa258e --- /dev/null +++ b/.ipynb_checkpoints/1525-checkpoint.ipynb @@ -0,0 +1,233 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "2b5bc8eb", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0218d9b9", + "metadata": {}, + "outputs": [], + "source": [ + "rects = [[0, 2, 4, 4],\n", + "[1, 1, 2, 5],\n", + "[4, 0, 6, 2]]" + ] + }, + { + "cell_type": "code", + "execution_count": 307, + "id": "3256044d", + "metadata": {}, + "outputs": [], + "source": [ + "n,m,k = 5, 7, 3" + ] + }, + { + "cell_type": "code", + "execution_count": 308, + "id": "8e6d5141", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[0] * n for i in range(m)]" + ] + }, + { + "cell_type": "code", + "execution_count": 309, + "id": "87ff3d71", + "metadata": {}, + "outputs": [], + "source": [ + "for rect in rects:\n", + " for x in range(rect[0],rect[2]):\n", + " for y in range(rect[1],rect[3]):\n", + " graph[x][y] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 310, + "id": "ff3ef734", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 0, 1, 1, 0],\n", + " [0, 1, 1, 1, 1],\n", + " [0, 0, 1, 1, 0],\n", + " [0, 0, 1, 1, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [0, 0, 0, 0, 0]]" + ] + }, + "execution_count": 310, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph" + ] + }, + { + "cell_type": "code", + "execution_count": 311, + "id": "d51de7a7", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start):\n", + " queue = []\n", + " a, b = start \n", + " queue.append((a,b))\n", + " visited = [ [False] * n for i in range(m)]\n", + " visited[a][b] = True\n", + " graph[a][b] = 1 \n", + " count = 1\n", + " while queue:\n", + " x, y = queue.pop(0)\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " \n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", + " continue \n", + " if graph[nx][ny] == 0 and visited[nx][ny] == False:\n", + " #print(nx,ny,'**')\n", + " graph[nx][ny] = 1 \n", + " visited[nx][ny] = True\n", + " queue.append((nx,ny))\n", + " count += 1\n", + " return count" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "522acdb2", + "metadata": {}, + "outputs": [], + "source": [ + "count = 0 \n", + "answer = []\n", + "for i in range(m):\n", + " for j in range(n):\n", + " if graph[i][j] == 0:\n", + " start = (i,j)\n", + " answer.append(bfs(start))\n", + " count += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 313, + "id": "a0022117", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[7, 1, 13]" + ] + }, + "execution_count": 313, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": 317, + "id": "32233e35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 317, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "count" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "c6a543d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 234, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vistied[1][0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02e3e5aa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/1525.ipynb b/1525.ipynb new file mode 100644 index 0000000..4aa258e --- /dev/null +++ b/1525.ipynb @@ -0,0 +1,233 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "2b5bc8eb", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0218d9b9", + "metadata": {}, + "outputs": [], + "source": [ + "rects = [[0, 2, 4, 4],\n", + "[1, 1, 2, 5],\n", + "[4, 0, 6, 2]]" + ] + }, + { + "cell_type": "code", + "execution_count": 307, + "id": "3256044d", + "metadata": {}, + "outputs": [], + "source": [ + "n,m,k = 5, 7, 3" + ] + }, + { + "cell_type": "code", + "execution_count": 308, + "id": "8e6d5141", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[0] * n for i in range(m)]" + ] + }, + { + "cell_type": "code", + "execution_count": 309, + "id": "87ff3d71", + "metadata": {}, + "outputs": [], + "source": [ + "for rect in rects:\n", + " for x in range(rect[0],rect[2]):\n", + " for y in range(rect[1],rect[3]):\n", + " graph[x][y] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 310, + "id": "ff3ef734", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 0, 1, 1, 0],\n", + " [0, 1, 1, 1, 1],\n", + " [0, 0, 1, 1, 0],\n", + " [0, 0, 1, 1, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [0, 0, 0, 0, 0]]" + ] + }, + "execution_count": 310, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph" + ] + }, + { + "cell_type": "code", + "execution_count": 311, + "id": "d51de7a7", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start):\n", + " queue = []\n", + " a, b = start \n", + " queue.append((a,b))\n", + " visited = [ [False] * n for i in range(m)]\n", + " visited[a][b] = True\n", + " graph[a][b] = 1 \n", + " count = 1\n", + " while queue:\n", + " x, y = queue.pop(0)\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " \n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", + " continue \n", + " if graph[nx][ny] == 0 and visited[nx][ny] == False:\n", + " #print(nx,ny,'**')\n", + " graph[nx][ny] = 1 \n", + " visited[nx][ny] = True\n", + " queue.append((nx,ny))\n", + " count += 1\n", + " return count" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "522acdb2", + "metadata": {}, + "outputs": [], + "source": [ + "count = 0 \n", + "answer = []\n", + "for i in range(m):\n", + " for j in range(n):\n", + " if graph[i][j] == 0:\n", + " start = (i,j)\n", + " answer.append(bfs(start))\n", + " count += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 313, + "id": "a0022117", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[7, 1, 13]" + ] + }, + "execution_count": 313, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": 317, + "id": "32233e35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 317, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "count" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "c6a543d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 234, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vistied[1][0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02e3e5aa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 4d41133c42f4965238368961a62a08f98c236e1d Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Mon, 11 Apr 2022 22:56:37 +0900 Subject: [PATCH 21/24] '20220411' --- .ipynb_checkpoints/2805-checkpoint.ipynb | 171 +++++++++++++++++++++++ 2805.ipynb | 171 +++++++++++++++++++++++ 2 files changed, 342 insertions(+) create mode 100644 .ipynb_checkpoints/2805-checkpoint.ipynb create mode 100644 2805.ipynb diff --git a/.ipynb_checkpoints/2805-checkpoint.ipynb b/.ipynb_checkpoints/2805-checkpoint.ipynb new file mode 100644 index 0000000..5ee8227 --- /dev/null +++ b/.ipynb_checkpoints/2805-checkpoint.ipynb @@ -0,0 +1,171 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "1f5ec879", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "69d38bb0", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 5,20" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "be285f62", + "metadata": {}, + "outputs": [], + "source": [ + "trees = [4,42,40,26,46]" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "154aeeca", + "metadata": {}, + "outputs": [], + "source": [ + "def find (height):\n", + " ans = 0\n", + " for tree in trees:\n", + " if tree > height:\n", + " ans += tree - height\n", + " return ans " + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "d04db578", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "36\n" + ] + } + ], + "source": [ + "for i in range(1000):\n", + " if m == find(i):\n", + " print(i)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "f93cc112", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "20" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "find(36)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "2ef7d4b0", + "metadata": {}, + "outputs": [], + "source": [ + "start, end = 0, max(trees)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "de5039ed", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "36\n" + ] + } + ], + "source": [ + "while start <= end:\n", + " mid = ( start + end ) // 2\n", + " ans = 0 \n", + " for tree in trees:\n", + " if tree > mid:\n", + " ans += tree - mid\n", + " if ans >= m:\n", + " start = mid + 1\n", + " else:\n", + " end = mid - 1\n", + "print(end)" + ] + }, + { + "cell_type": "markdown", + "id": "0ffdda94", + "metadata": {}, + "source": [ + "이분 탐색을 활용한 알고리즘 문제 풀이\n", + "1. 가장 큰 나무와 작은 나무의 중간 지점을 톱의 높이로 지정\n", + "2. 중간지점의 톱의 높이를 기준으로 필요한 나무보다 많은면 start +1 작으면 end -1 \n", + "3. start 가 end 보다 커질결우까지 계속 이분 탐색을 진행한다." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f9dada88", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2805.ipynb b/2805.ipynb new file mode 100644 index 0000000..5ee8227 --- /dev/null +++ b/2805.ipynb @@ -0,0 +1,171 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "1f5ec879", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "69d38bb0", + "metadata": {}, + "outputs": [], + "source": [ + "n,m = 5,20" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "be285f62", + "metadata": {}, + "outputs": [], + "source": [ + "trees = [4,42,40,26,46]" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "154aeeca", + "metadata": {}, + "outputs": [], + "source": [ + "def find (height):\n", + " ans = 0\n", + " for tree in trees:\n", + " if tree > height:\n", + " ans += tree - height\n", + " return ans " + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "d04db578", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "36\n" + ] + } + ], + "source": [ + "for i in range(1000):\n", + " if m == find(i):\n", + " print(i)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "f93cc112", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "20" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "find(36)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "2ef7d4b0", + "metadata": {}, + "outputs": [], + "source": [ + "start, end = 0, max(trees)" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "de5039ed", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "36\n" + ] + } + ], + "source": [ + "while start <= end:\n", + " mid = ( start + end ) // 2\n", + " ans = 0 \n", + " for tree in trees:\n", + " if tree > mid:\n", + " ans += tree - mid\n", + " if ans >= m:\n", + " start = mid + 1\n", + " else:\n", + " end = mid - 1\n", + "print(end)" + ] + }, + { + "cell_type": "markdown", + "id": "0ffdda94", + "metadata": {}, + "source": [ + "이분 탐색을 활용한 알고리즘 문제 풀이\n", + "1. 가장 큰 나무와 작은 나무의 중간 지점을 톱의 높이로 지정\n", + "2. 중간지점의 톱의 높이를 기준으로 필요한 나무보다 많은면 start +1 작으면 end -1 \n", + "3. start 가 end 보다 커질결우까지 계속 이분 탐색을 진행한다." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f9dada88", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 2ec92eb9b6fa132ab036785a4c2dac954f5589d5 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 15 Apr 2022 21:33:50 +0900 Subject: [PATCH 22/24] '20220415' --- .ipynb_checkpoints/2252-checkpoint.ipynb | 152 +++++++++++++++++++++++ 2252.ipynb | 152 +++++++++++++++++++++++ 2 files changed, 304 insertions(+) create mode 100644 .ipynb_checkpoints/2252-checkpoint.ipynb create mode 100644 2252.ipynb diff --git a/.ipynb_checkpoints/2252-checkpoint.ipynb b/.ipynb_checkpoints/2252-checkpoint.ipynb new file mode 100644 index 0000000..6633086 --- /dev/null +++ b/.ipynb_checkpoints/2252-checkpoint.ipynb @@ -0,0 +1,152 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "0389cbba", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)\\" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "d66029ed", + "metadata": {}, + "outputs": [], + "source": [ + "n, m = 3, 2" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "919f62de", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [[1,3],[2,3]]" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "e8e28029", + "metadata": {}, + "outputs": [], + "source": [ + "inDegree = [0 for i in range(32001)] # 진입 차수 " + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "8e8eff20", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[] for i in range(32001)] # " + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "9b0b5da5", + "metadata": {}, + "outputs": [], + "source": [ + "queue = []" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "547e7476", + "metadata": {}, + "outputs": [], + "source": [ + "for a,b in arr:\n", + " inDegree[b] += 1\n", + " graph[a].append(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "8d934782", + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(1,n+1):\n", + " if inDegree[i] == 0:\n", + " queue.append(i)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "fd2449c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 2 3 " + ] + } + ], + "source": [ + "while queue:\n", + " student = queue.pop(0)\n", + " for j in graph[student]:\n", + " inDegree[j] -=1\n", + " if inDegree[j] == 0:\n", + " queue.append(j)\n", + " print(student, end = ' ')" + ] + }, + { + "cell_type": "markdown", + "id": "b2771ff5", + "metadata": {}, + "source": [ + "A번 학생이 B번 학생보다 반드시 먼저 앞에와야 하는 상황\n", + "A -> B 를 만족시키면서 정렬을 해야한다. \n", + "\n", + "위상정렬의 과정\n", + "\n", + "- 진입차수 0 인 정점을 큐에 삽입\n", + "- 큐에서 원소를 꺼내 해당 원소와 연결된 간선을 모두 제거\n", + "- 제거한 후에 진입차수가 0 인 정점을 큐에 삽입\n", + "- 2 번째와 3 번째 과정을 반복 " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2252.ipynb b/2252.ipynb new file mode 100644 index 0000000..6633086 --- /dev/null +++ b/2252.ipynb @@ -0,0 +1,152 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "0389cbba", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)\\" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "id": "d66029ed", + "metadata": {}, + "outputs": [], + "source": [ + "n, m = 3, 2" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "id": "919f62de", + "metadata": {}, + "outputs": [], + "source": [ + "arr = [[1,3],[2,3]]" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "id": "e8e28029", + "metadata": {}, + "outputs": [], + "source": [ + "inDegree = [0 for i in range(32001)] # 진입 차수 " + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "id": "8e8eff20", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[] for i in range(32001)] # " + ] + }, + { + "cell_type": "code", + "execution_count": 55, + "id": "9b0b5da5", + "metadata": {}, + "outputs": [], + "source": [ + "queue = []" + ] + }, + { + "cell_type": "code", + "execution_count": 56, + "id": "547e7476", + "metadata": {}, + "outputs": [], + "source": [ + "for a,b in arr:\n", + " inDegree[b] += 1\n", + " graph[a].append(b)" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "8d934782", + "metadata": {}, + "outputs": [], + "source": [ + "for i in range(1,n+1):\n", + " if inDegree[i] == 0:\n", + " queue.append(i)" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "id": "fd2449c5", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "1 2 3 " + ] + } + ], + "source": [ + "while queue:\n", + " student = queue.pop(0)\n", + " for j in graph[student]:\n", + " inDegree[j] -=1\n", + " if inDegree[j] == 0:\n", + " queue.append(j)\n", + " print(student, end = ' ')" + ] + }, + { + "cell_type": "markdown", + "id": "b2771ff5", + "metadata": {}, + "source": [ + "A번 학생이 B번 학생보다 반드시 먼저 앞에와야 하는 상황\n", + "A -> B 를 만족시키면서 정렬을 해야한다. \n", + "\n", + "위상정렬의 과정\n", + "\n", + "- 진입차수 0 인 정점을 큐에 삽입\n", + "- 큐에서 원소를 꺼내 해당 원소와 연결된 간선을 모두 제거\n", + "- 제거한 후에 진입차수가 0 인 정점을 큐에 삽입\n", + "- 2 번째와 3 번째 과정을 반복 " + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From 9f0515ebfb7962aebc58f3dc3f322fdad0975256 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Mon, 18 Apr 2022 23:20:23 +0900 Subject: [PATCH 23/24] '20220418' --- .ipynb_checkpoints/2293-checkpoint.ipynb | 111 +++++++++++++++++++++++ 2293.ipynb | 111 +++++++++++++++++++++++ 2 files changed, 222 insertions(+) create mode 100644 .ipynb_checkpoints/2293-checkpoint.ipynb create mode 100644 2293.ipynb diff --git a/.ipynb_checkpoints/2293-checkpoint.ipynb b/.ipynb_checkpoints/2293-checkpoint.ipynb new file mode 100644 index 0000000..3f3f040 --- /dev/null +++ b/.ipynb_checkpoints/2293-checkpoint.ipynb @@ -0,0 +1,111 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "93f82a65", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7ab340a5", + "metadata": {}, + "outputs": [], + "source": [ + "n,k = 3,10" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "8530fc9e", + "metadata": {}, + "outputs": [], + "source": [ + "coins =[1,2,5]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "f3f47f7c", + "metadata": {}, + "outputs": [], + "source": [ + "dp = [0 for i in range(k+1)]\n", + "dp[0] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "b2ab7d8d", + "metadata": {}, + "outputs": [], + "source": [ + "for coin in coins:\n", + " for i in range(1, k+1):\n", + " if i-coin >= 0:\n", + " dp[i] += dp[i-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c95f4c8b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1, 1, 2, 3, 4, 9, 15, 22, 30, 39, 49]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dp" + ] + }, + { + "cell_type": "markdown", + "id": "753c372e", + "metadata": {}, + "source": [ + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2293.ipynb b/2293.ipynb new file mode 100644 index 0000000..3f3f040 --- /dev/null +++ b/2293.ipynb @@ -0,0 +1,111 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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KodHO+hb6/yiflQLXwgRO+LGumR4YSu/8e4NEcdLkcU29HpcZMFrsVHrchN714n/3PO5V9rTl9+2oJlF6G671uRZ4PAvE6szaGMlZqvvdNMGXqmnN2mox4/pmP9PXNHK0jubXzZgyBWhSNhyT92+GIEOp7puprrspRE6keePTAVpbehl1uGn7Swf8pJf93c20xvfR/niJ9tWEyyMEr0DF9ips47cEg8lG1RMV9LUFGbkM1nTnY6nLWdQ1d44CwpDTNcXV3E9lus/ncLzkdt4Ua/a2YckCcKmuMZ8ep76xD1OWOjVA8Ps+gmPlNO6bWo80GC3YH29kn8nLjq5e/B9WUHvf5Puz0daaED8bYAjgJwGGYw4cGeq30bcO0PwPmQ6E64xCxmDuhKz7ZPyenCxlIKS7nuruif+4aOlPe6RPKWfeDx9iQXy7vAzyADVfbcLzRQtGAxCPEf5gkL6/3cuO71XQtM+NPY82QjFtrVTbMHysnobXrFiy1WM+6qXh+ZMs3riTjr90YL4jTuSnPRx4YTcN4TaOFPDgNt8gbtF1sBKYhcBQKlEi/wKsMLH45nzhVGMxQm8cwHvKgPNBG++/sZfWxW00PpY+AphrNH3qYRLm9PeH4eFGPBtt409lTdg2enBf+FMOfP804YcrZzyJmlVjcSCac9/S+Jlj9H1spuZAI67lAC4a/zJGQ2Mfx85swLM2x6ekPxvk+MeLqfRuo3zp+N9MNiobtjNS18ngGTfOh0v/rK0Q8bMBAlioWZ1v9SfO+2cCsLwGe5aTNn7mJCevWKhpduMY3x6GpQ7cz9YQbOjj5JkabGsLKn7BrseBWCwRFc+2cHiQvrehvKEF9xojYMG9x0Ns6wH6frgJZ6krx/NJNEIYsJkyXx1zC5zfjHTlXy0lu+aVUF7nJoDNiWuJn8HXfAwtqcSZImPI9y6YNjpZmWMZ4rEY+dw7CpZjo53Lsz+eir28EvObA/g6/Xg2V6TIGPIRwITrwaStmKX8kRPNuWUu33bijF6JwdLFmet1UxqO+QU9S33fjA73cah/kOCFaCLD4K6VOJ+opfaRTBk1cQLf7yO0tIaOBlciULyxkT2/bKDhtWME1ntwLsy9DFndZcO+BAa+d5x1d1dNZgx9bxCWVGJLW9e4yeWcJbnWvTM2tHMNBN7MIZo+HWEYiJwJEt1YUdhDsdvEyOAAESAyJUCRSoRwKA73rEybnWv64gNYGeZ8KAL3TdTRZ7GtdSXAoUN+rt9jxRoe5NAhO20N5ZjTtBWvXxslcskxZ0HQrMEkACKFdY/NYuQfDuC/to6mzm1Tg2cGI5bVlTTuW8Zhj5cD/7CuyGz43NtaM4V5/58iGB62Z6n7xAn4TxJdXsOeOsd4MNyAeY0bz5NBGl47SeAJG87CfkBh8my/l0rugaHLfpp3XGSTz0noOz6Onckj5f5KkPcvgfnLy3Kr5ML4BolzvdC+pfEY4Y+HCf7TaU7+cJjIIgebmtqo+O0F1Dw0QGfXbrZ+34bzDyuocNhZmVyRnpD305JRIp+C9VHrtN9pwLrCCm9HGIW8L1bJWQEpZSjnyNkAEOP0cJiq5ZasaWrnzw4Rv6d26hPW5eVU3NNH79nzeNbmd+lbsCCvxW++WJCe7iFweFg3bceMTNzU0mzf2NkefG+Do37dtH06cuOJ8US0ePRKhDh2rNN3vsWKnTihKwWMFfDRtKfqKaTN7IgGGf4YCAd4/5oT58KZaY/Jl/HI2QBh1rFlbdKJbnSyrhyGAkEij1tKn8lxCxrJWtHJ/wlf9IP3iWCmYtlNCECcaqU6Y6V7ttKUE3LuYjA7X59Sqa95wE09NwFYaMe9v4OVp44x+EIrviuRGwNUGxaZWXy3jYqvdeB6yJLjPXi8Ikackz8aoWqzLed9l93k9XHKNrga5Ph3fAycDSe6qi63U/lnHqpW3cQHCPfW0HVwJb4WL83P9WCIx8cHcTdgMMSJL6mg8eA2nCnOj+hwL/u7TjJyNY7BUs6WejeuFbfGw4/ZcZ7ge8Da2bv2l/S+eaGPXd4BzE/u4WCbDRNxIj8+RPOLzcQWHKHxoYl95ae1OnG2JY7P8wTfjmP9k/Ip2YOWhyqwvtZLcMSDs+DM5hjB7t14P3CyZ08tNiOAlZp97Sz+7mH2e/qSus+5af/zigwBkdks501WquzQad3fi+kiXJwYwz8YIGIwYDjbx7GzTtyrfzWvDbGzPva/EcO0voWOZ+w3Aq6pA35mLFYDvHWeUMyFOcUmiQYDjGCk0pp8NMxCW2sskXHUeTTA6Ioa2nZXYb40wIG9nTR4Amx5zo3r3nThvMlrRlp5DYWSWuJhjRFjqgDvlWF6X+zk5Icx4kV0IZ0+fEN6EUIfxODB8vQZVUYH5Q/C4AchItgKPp/zaWvNKOWJQ/R9amLDNue0Y2X6dX6U6L/E4YvWGceN5R47xENECxjLq5g2Q77t91LJM2NokP3Phdj0F00c+fpiFkRDDHx7L83dJv6ufvpGnxQ9G2AEMzVrcz9NR84lNsjwB1EqlxYQW48G6PlugMWrH2BL63Yc95gST9ndiafs7d01RH52mqGhIMdfCFG5z42jkC4DUyzGvBwGL4SIY07aHnFCF0Kw3JlfxtSMFM08uxhcGqDnjRimJSbCrx3Cv7YNV1Ka2swLdYRwCLBZp53AZqw2IBQmgj23k/sLFVTdc5K+b/uwfn0LjvGuZP6XeggsLKdxzS1wU7wa4vjfePHjosVTPuMJTqYUwNiF43jb/bC+Bc+MlNWZjevFS8wYCBIKgz35NAiHCGLAumQx5DGc+oynBHmlHMYYfrWX4CITpmtD+I5WYH8mqStLihTiSHgE7l03o1uN5R4bvHWRCNy8wFDKRvdsp62n6iJbClHef28EltbgzLG7C0AkHAJGCF0EcgripO4KMjfmsIvBDCW85o272efmDUYL5V/xUP6VPAqbrhRne/C9vQDHWivB1/fjW92BO+O9I42xOLFfXodrEaKGiUp8iuDj2Ai9u1o5eVcNew5WYVsUJfiqF+/eBmLfPELtvQX8iIshRoD4pxHIJxvUZGHZImB1Ey8n3WcTXUesqbvxfNTLLu9JzH+yj5fXGwn+/S68LZ0YDzblHuQcCxP6CLg6Qhg7hhSVwNkImMbjQBnk/Qznw2GG4lC+9oE8HvhFuPgxEA/ldF6V8r4ZGQkSpQLPJtv4vd6A+aEaNv3jEL4PQvDQxL6edn26HCYE2JZPK+1SK4lLRJ7HV3KZTnjxvuegaf9EUGjcIiuuZ9vzu17PYjlvuhwC69m7aMQIdu/Ce8aO51ttlC8McfxvmgvrInwtRmxsAUbjxJEeJxYD/rMxp4Z3+A0v+98y4NrTgfPdXbS2t7LgL1uovZlB73yNXSeOAXIePiJG6NRhvN0BYqvddKwJUFfdmvVj9j9yY3/7MJ274mx5rpaKL5injjF0NIhh9TZc9yV/qoRtrXiIgfYDHP8gQqzMQvnmdtzrx3uTrKik5aAd/3c76Xl+Kz2LLDyweSeNj0xejLJ3jy+d0WgEsM7suhsL4mv2EljloWNPOcaPj+NtybML6URG2/8zfZumY8ZqM8LbQww/ZU8dHIoNM/QuGB+eXr/KXb5trWSRdzpp7g5hretIUYeYXg9djOm3DPBBiDD2KcGh8MdBMIxv95yDQzPbDIk6RI5B77zb76WTZ2AozsrNO6maiJreZaPqK+vo2x/kfL0zdUX/WpBj/UFYvY2KaQ2ftBkZYyME3ophMBgI/mCQ8MNV+Y/zcFcFTd6K9O+XGTDfW0HVvRVU1aVZJoeb09SyW1j3Rw76unx0rliMO6nfa+po5yy6EqBzby8jy2vo2GfntGcvvr0HMDQ3UnEzClFmoXJPG8ajvfie/9Mpg083ddRk7LObj2xZPSnFIwRP9HL4tQCjd1fRsq8m5/6v8UtBTr56mL53R1m2qYWOJ+w5VQwMazawYUkzfS/6WDYeKItfGqbnxT7CSzawfc3N6q4SI3TMy/63rlPe0MWW/zjMjhe9tC5souUpe56Dq822NE8DctrX058G5PBtyZH9QhqiBYifO0bfWbBvr8jjSUiU4JlEg/H02wFqHc5ZGAC1eAWdm0XLf7/fOgo5NzMNCpxe2kbVjcr9+yzY2ISnzkqoezfetq2MPLYTz5MOLJm6o0y7ZxoWmVlsBPMKB45Ha9KmYcffO8nAFQu1zRPjqpiwb/ZQM9xA7z8GqHk2/YOndBJP2yA0GCD82MxuBaU8PoM/Okl06Sb2PJbIyHJsdlN+6gAn342MB3OSnyinCe+ce5/TAJdO8364isopDY7cBzDNT4TIRcBqybNrSwT/KyeJLapkw/SuljeyElMEgD9KBJP4eJChTyupyhIML+V902yzY2KAvmPr2PnfJzKG+jj2kQHnH+QyAkhpxc76aD4KWw5kGH9jIrBKlPBIhIufvM/ISATr5tI/okgpbR345o19k3hKTv6ZrOFBfKfiuJq3U34XgJWq/7GF93f00PfjipQZYumui8GjddMadKMk2uimzPfey0EGjibqi9a6DtyrTHDfPhrjzXTu3crgfZU07q4pcjtmz5ooSCRCCCsV2VY3Fify02P4vjvA8GUwP9LIvq1OTGVM6c6XtiF7VwUtB1cy9I89DHxrNz2XE12oWWjCvMLOht1dVN4/PVBRwraWwcq6p9xYy6ysXG6a2XNkkRXXsx24vhYlNBKCpRNrzmOCoxuKy8gOfzwC9zhn3KvCP/Thv+6i5ZnxLm8rqvBsfp/6o30MPdI4OTHAjWvzzHKEh08nBiJ4x8/pP3FSkcMNwfZEI64ft7J/V4yar9ZQMWOMoT4CC1y0PJH/I41C21oA0Y+HGPjbQwx8shjn9n00PpLLOWHA6dqA6fk+OruX0bh5coyhztfCmDZuT3TFvRkzAM5x+z3PwJAVxxenHS1lBkgx+2JCjODRTvxXTFR+fWaf2rSpXyd7GLhqx91k56T3GIdOled3scsyE8fkwJDJpt7ocuu3OZPp4SY6jH34XvGyoztppPzdHdSsybXqlaWy/1Hq7iCJ7WkkeKyTw8eHGTW5aPpGIqhWs68NY0czhxueJrD9IE0pR503Y14GfBImij1pf0UJfwIsM+dXeTZaqfhqCxVfzbDMQgvOjS4WFzj4VH43wjjBv9+B940YC5Y7qdrdRWWuT9DiQXp3eBmILcCytoqmg5X59XUts1G7rx3LK70c2vX01PTwP67AmmtAJstsGZmO7ZXhIXxdhxi8APa6fXgeNAKNHLzjMM1drdS9W0nbt1LPGmj+LWvKzKDIpVDKG1VpFHMTzb/iOnEsTR1UsrCGd05BiViQni4/0SWV7MzjSUj87DF6zxqpWO/g9CkffY/YM6alF/JkoRQVzJJWUnOW734v4TVvTs7NUmaCxRg+Uo/3XTMVz+5j20OJGoi9rosjDw/Se/QkwagDy9LUn87lnhlJMxV54kno9C5DFqxfBEJRRskzIzE6xLFTMewPlXPxnT6OvVsxvk0nTT0+U1TyU95nUw2aPD5OxmrbZGNkoZWV98JQODLen2F82RSDh44XmMHX/cRXu3CN+un7XoCKZ29GwDdO7CozG0NZRE500vMhOOorZw7+nLbLRAR/7wCx8d947H/6Kd/jSjt2B1C6+ybAihr2NcGh/v3seC1pjKHtbdQ+lGFLf97MMiB0KQqrk67TVxIZOsuW5n+Ni3/US0NbiMqONlzJ59OlAXZ7emcEAA0mM4sXgtFix2a2YloA0VkuZ/L5nNeT7htuTveadKLnAoRxsiV59sC7HDjv8dE3kiFDLCeJzDfzA1kqrtdCDP/CjttbS8VEt9IyE87tXfzdV4YZOGtkZdEn+ex0/050WwLuyLRUjEDnVg68G4eFViqbmqh1FNDDY5GF8iebKH8y94+Upq01vq4VjuyBcYMJ6ypH0h9KmEWe6yx4APRSX92b9EAjSvAnYfjSFuxJD23MDifW7j7OfwLlqxosNf0AACAASURBVMb/mO58iw0z8P0wxkdcOIb89P1ghIpcxgQy2nF3deE8dZzjL+2l71L0Rtdr09KVPPCHTXStt2e+xk9XTFvr0iCtuw4TxIT997fT8ZflWPKZLfPeWjq8FnqPHqLh6aRZyZ5pp+Xh3B8eZK5zpwm2r2+h/xlrEe330skzMGRgQR47OPyGF++pGLaUaVypxT7s5cArI5geb8PlsGLZeJLW7mY6TfvwPJjjxshhJo608jpBJ0y9sZjX1NC0pqaw70+soajKvnXVA5R/fhMbkqcJNFqpbH6Zik/DxP+39NvRtsoBbwV4P+qajBhH3yfwITgeLTSRPfU0iCOv1tN5qYq2hgJnp8qbAfvmgxx50pC6j+4Ny6jY3UTMknTTN9ip7TxCjcGYuRJ9dwVNu2OpL0aLcgiUZZPrQK2pLLXhWL0J57OVia5940wPbqNrbRWhS0asaR7Amm12jPFBhj90Y59I6R0bYXgojvGRlUUHhuJXY1wnRuSTMFGjFUf2jxRn4knsL8JEMlbMZqkL1liYgXYv/l/YcB/IY0a6q8P0HPJz3eGh5hk79ss76Gz3Yt7XRmWaJwmFBrlnTw4NhpuYZVSya94cnZtAiaYlN+LYeoSXtxpmXOOMKyrYtmcyA3fZo000OUwsy/Z907/hbieujczIOlpsMsOMLkNhQh8Ad+c5acVYBP8Lhxhe6KLlqzXECHCgy8tK67RG+BTFVPIXYzIDlyJEIXEvG4sSuZRDw3Fc5MR+fGeNuJq3UBOLMdjRidfWMfuB1bEIkUtgzSNoEBv20dw9gjFlan964Tc66fnIROU33dSygMDzPpq7zXTUOTJnqpbivjnO9Nt27LYY676WeqY6o3EZ1numdaors2F3wOB77xNdP/mAMzFEgoMNv51vKQIc+laMmAFCn8TAknQDWlpJe/IMQuPntbW+C/fq8QbHCfCfOJ54P7mtUvJyFm5G95rxenXGByZFBNZTBXUMC41AhNGrcGNjjEWJXoEFhiIHv7waJRIH06IsUZ3llbTsSf2WYamDqonr0aotdPuus+BzxRWrlEb/NQzYsCzJtJSRBx7eQPkKBzWPZQ4ALDCaMS81TnZZvSXaWoU9+CtveBnPgyXM8k9Td8gtW86A8TeAK6OT9x+AaJQIC7BnPdRjBF89xOA1B56n3NjuDlH/9/vxrerAnUvXjjIz9o3bsG8k6Tx/ufBs7WLaWksraDrkhIWZP7vYUUOT2Ziy/jJR19lWYPGhuDp3Me33UpmdWcnGIgz3HGD/iYss3thEUy6Vm7E4kR/7aP3OIKMr3HQ8laiQ27fso/FaM50dO6j/sZum+gzdw1KIfTqE//gggyMhRidSFDFgvGsZtrUVVP6Ba2o0csoJmmpMn/GU7lyfht9IBYbYlRDhK1kq+DM+HyF46jjHTwQJTRtQdJnNScVGF65pWS/G+1zU3JdIxRsOg2WVHfN4Rdy4PHMemvGhTVS+2ozvheNY/7wKKyGOv+AjuMRFy9oCH22MxYheihD55dRpEGPRCJF/iZHT5IjxGLFrSdtwTWFFocyAsSy3FNAZGQ8LjRhyupmNP8HJNgPItdj4/kykiV/PYWrPZLFPhxh4ZYChCxeJRCfS9hKRevsjFWx6dFq0vMyM86kqIEroTIjoEmti7K3x92YM8Jns3krcjpN0vtiJtdVD+ecjDB3az8A1G25XIQHDyeDARHcTjBbsNivWNZb0SYjTJQV4Ri5dJLbQmXkcjolUWoMR8xIjLLFRtTmHeQauRQieC2Nc4cBa7HX58jC+v9mPP7wY1+6mDI3VqWIX/Bze7yOQNCZWuaeNSHszvbvqGXnSg/vxdIVL7POYxY59aYm7LeZxbpayP34imDhx7uQ3DlCy2bjm3dRzE0o3LXmZAUPOleVEJX3GEXc1nOgW8E6IixNPEA1GzEus2DdWUbVlZgPCsHYDlUua6fvb46z8+sQYQ530fWqicsagkRmMRQkcasb3oRFXcw32hUZ4pgnXh634drVyfU8jlSuyrONyEP8/DjD43ggXk+oMpqXLsK5JUWfAwAMPlmPY30fPO3Y8v2sk9H/2cPKqhZrftcDZzF8XfbfzRqClZrUBI26azgVp7W6gNZ559tSi/dKA5SE7JmsudZlpY4jU5Zjan1QfnBzroZZ9DaPs6vCy9UIlnmfTdzOcoZj75rUwgRN+rGvSBIZMBkIfT6+RGCl/opKe533sP2al6b9b4ePj7H8piGljC858nkgDYKbi601sCHeyo8uL/7dTNPo+HcL35ijO8qmtuskGx/g5OqvlnCYeI3Y1RgzG77eG/Oqy2RQTWE/BuKaC8oUH6HtpkJXPVmC5I0rwVR8nr1rY9OUiR+taVM7ObgcszO3+kOugsdkyjeOxGNf/4+Y8QIsvsuJ4xJo1+G9YU4tn/J4fCw/h/94gg+fOT973xruEVTzaRPtTlslrRsZgiDX/LK6C2lrpHvzl3s7LeUKNWcugNuL4/cT9x/fWSjwPWzBcDdL73ZPElm+i4gsZPjoWI/hq63gCh5tyE7DBg3u4AZ+3gWhdE9vW5z+AddGKaGsZjMYc90ma+ss0iXom49e86+TVTBuLEf7xAD0/GCIUjiQyXiHpnNiE63ctU+7vxbTfS6XkgaHYuV5a2wcIjZnH+/bl+EPKrhP6yWn40jb2eSomK47jaZcda48zeN2OxZD7EL3xcz4a9g6y4BE3jd9owjp96tlXO2l97jTub5UmDTPY/TStJ6Y2aSdSgMGMzWHBaLJjyXXfXgvia2hl8A4nNV9tonGi/yZJA7O1NXD6mQ7a1s88WkeH+/BORJtTBCkW21y4ylZOfRpbZqN2XwvG7/hodvclZp5bU0nTszVT0hTzEXvvNKeB+HCQ6GPjT7KuBTg9BMQDDF+uTLn9p8zGNtGQx4zNUY6pqEEUsz0dzjCeQ7bKS6quAlf8NG+f9jT/xu+ZSA83sezO3C+/kVPNNLwUYtlj22n8M+eUYzvyaYCB7xyi4dR5WjrcKfbbRQbbvfjXt9D/TIrL4nj3Pu5OLo+J8l374KVD+J6rpjNuwHjfOra11lKR57mTU3AgU2Nq+jgmSWn2jkftaQJDmTJ/gimeRE5zdZi+dh/W5n7cBQeGYgSPtuJ9PQR3Odm2L5/+wjFCbw0QvLuWdk/l5KwqRitVe47gOOVjoMyU4SaX2Oc5B7SzmL1zM4OM+91Cfo8MkpT4mnfzz81Sy54llzZV+loQ365WAitq8ez2sHLp+JO7G7/dS8O7W+honZa1VGajtq0Jw0s9eHf03ZiVbNOeFqpyHu8rzsjRXRx4G5z1bZPdK4123G1N0L6fgbdCVGQIDMXP+dixd5AFD27B8w0P1s9Plj9TncGw1sO+7Z3s/24D1S/GMZjsVO5potICkQzXsviHvezqGIK1HtpuBFqM2Os6aFnUivc1H0NrM2U6FWmRncpnc5g2PjxI51/7CFwG68R4D7kGqy4Pc2zoOusaDrItKevb9KCHI7+9jt7vBjEuMpAY4CLJLNw3J2Se6TXFkX9vLR17jHS+1Ezda3FYaMHxeBP7nrDnPfYVWLGvMGJa4WHnuXr2f9uPY3qXutHz+E+EWPaHbWkCvkYsThcu07SMtBKVM3VddpADzw8CiTHDLHeaMWQLsuYt9wyOrN21jU48HU30dh1i19OHx7saOdnidePKY6KHdAzG3I+7iTrPjKDHREZY2t8yNbv2xkO0JTYc5aYCpu7OneXhbTQ9nPvyE+2tZZuaaHpmJZbJxgrhDwbw7W/g5EgLB+sKOWemKnlbqwjZ67OzNT7cJONaDwebeuk8tIunD8UT08Wv3UL7M64M4/PGGXl1N62vj2Lf3EbjRL2wzIyr6SDmo172H/Ux5Gibm0lLCmlrjcu2TyYysZJFTzWz9aWpwaQb5xtGLKtsmO9chvHO3IoPEfx7G/B9vIzKrzbiXmO9EeDhWoTQmQEOfyf9OVFQ+71ESh4YMt5jw77GzbY/c2HN6wmFEeezL6d9amReU0W+CYPn3/UTpZymrdP6opcZMFrsVG6uZOi9Xk7/JIKrBI0le93L9KcbyDrZ2WBuKxwJ4L8C5bsbqZx20zAYLdgfr6VyKEDvj4aJrM+/24XlYTfuVBf+RXaqdndQlef6UgoP4O0awrjajvGsj/0n7IlxkI76GLrTifOu9+n59gD2PUmzROTUFTDVNowxtH8rnRcqaT9Uk2Fa15tsSa5dGyM5DmQXYfhHI8SX1+L5k/Kpg+yVGTDfU477qSB+r5/AiBt7vimdi+xU1qVoLJRZKP9qG+UlSOkvVE7jmJy4OWXJnxGrzY6zbtvkrBd5fNb+TBcpZ70sM2Ld6MEDzGxdlVih52auXZ2mmBw7oeD9fqGPrU0DrHw2eTrqFEp2zZujczPnrmR5fl++RgL4r1ioba6cOovUxG9/8n387acZvuya+TBgiYOa3Y687/OTDNie2EP7H1hmzhy2xIF738vjDwPS339v1Bk8rqndOyfqDE9VMpimzmB5xEPHI3mW+L4q9uxzYbln2t27zIj9yXZeroqTthX1US91z79PVUdHym6kpRxbzLB0JTbbBiq+UYsj38boUhdtvjTXjLsc1O5Ok/dQ8vvmpLRBhbM+qttSf8a4qoqmjpLUiibWiGNLIxU7W+k86aDtsXxqcEbsj6fOqChFOXOvy057pJLlOpQ6IJc8Rk4OXbczzcw43RIHtXuOUJvb0kCm8yb9ZDSzMdFB4Q/QQvRt383ACg9HdpbPzPYo6F6cfRym8+/6iS6vZc+TU2d0wmDEsroG9xMBGo4GOF9nL3rQ8pK3tYqQc8bQLJfD5Kil5Ug+R7oB21eaaPuyCdvyaUdJmQnHn7Tzd38MBgMzq5VFnedZjs85YlrfRv/6HBa8nOPd5vIwpz+MY9nsofahaTfohWasD7mpOevHe6KwcyJt+70ESt+VzOik9tmSr7UgKx90YTo1iO/III1PrEuRMTRAyGDD/aVbdApPmxPXEj+D3z2A/85ayu8xz8gYGvjYgO0Zx82bKjxnk9kRxrUe2hrK4VQzDd0NNLy5mMilBbh2b8N9d5DOpgPs8gTZ9DUPVUVN37kAoxEMdxTZf/yWZ8bxZRuGl/ro/PtleKrsWBZNy0p49TQsceGc7buR5MW4tnY8gDPPFDPuWzEWGllsIMsAmqU0t+fmnM/ENn7PGnh1AOtTFTMzhl4LYLhvS/7BhVwZLZPZdAW4UWfo9OPZXIEtRZ0hXNI6gxHLPRkKbEj/bD32LxeJLV3HAzdjbLEyC5XP5tPokJwY7dRsd9HQ1kyv7UjOY3HesubqOl9Ct96YfPlakMjAK0tz7ZilfZS4dvbhe82K+w9TZAx9L4xpo5uVJf/mW8HszdI3q4wWbIXcfoo6hrIcn78q7nKw7j4Dvu910mvxULXKMjm27XjGUN8QmDY6b7lzIvfAULoDYbWb/v4SligHC4xmzP/FQLbmv2GVm44DK/EfH+TAN3pTjDG0iZZvTR8vYMo3YfgvZszGBVP+ZlxqZvHCmxB8WJg04vu3W+lLMcbQpuaOGWMMTTWSZtC+SbPTmDBitjnZ0tw4Wb6NbRy8e4CeH0TZ8hcTTx6deLq6GH59GGOmCnJODDi2v8zLRa7ldmBe38aRLw4x8Eof3sZU45hsp+PR8sxTS59KPbvdDTd1mvFpFq/EtdGcufwlk+haeOOrbS5cZkvKJxmZuyDA3FcQxq9ZpL4+3piiO63ZmeFkzlgqaX+5MvtyJTSX52b243OWg0cL7bj3dbDyH3vo/evj08boWckDG5voWF/4eFCzzbDKzZGDTvzHj9P5jb4C6gwzJQbcXlzylO/QSBDLo1tyn5b5VrfAiHmpGeNNqFrl3ZWsVFLUl42r3RxJ2WUie91t7u83koupWUgjMyZfGBk/HkszDo2Fyn0vc3PveuPtrY6V+L93HG9DijGGvtpB40OWoruR3ZpymFBD5+q4uTk+bz4zrj1HsP94gJ7veWl4McUYQ1/rwPW7mc6JuWm//9pnn332WWlXmYtZHAj1djA+SNqCz2UZdf0WFo/FuF5mzDK712wKM9R9ktG1NVQWlWWUWvxqjOsLjTcytHJW5L6d++1apGsxYmMLMOa94UonfilIMGzEusZ6k2a7K7FoiOELsSmDzt1eZvfcTCd2boC+9xazoa58VhrLt/25ebsr2X1zDusfBf+G6WUOc9yzH8Pu1N3I5kacyLkgYWPSwOk365tvhXPzdqnXlbKct8tvTiceI3ZtPIPhdjQxSPkTldiLHVz8V1ERx2fBbYBSGp/YoxTnV1HXyFuxTlrMtaeY8/52v+blYI4CQyIiIiIiIiIiMtdu2sgLIiIiIiIiIiJya1FgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgSERERERERERknlJgKJtoiOEzQSLX5rogsyd+KcjwmRDR6W/8yv32OJFzwwx/POOXioiIiIiIiMxLBQWGImf9HN5bT737aaqrq6muruZpdz31ew/jPxspXeku+2mursZ3ttAVRAmdGSZ4KQ5EGeyop/7VkfxW8ckg3vY+hq8WWoZSyFL2sQjBE714m+rZuqV6cp9srWd3e2/WfTI63Ie3fZCL098o5rd/OoSv28fQpwV8NqsC9yWjDL/ixfvmjF8qIiIiIiIiMi/9en6Lxwl276D1BDg3e2jauRKL0ZB4Jxbm/A/76Gyr59jGFg7W2TGkXU8QX3Ur/pTvuWjpd2PPr2BpXGSw3Uuorou2jRD/eYTIous33o2caKa+O1VwwYb7YBuuuzKvPfhSNa2nspfC1dyPe3Uu5Q0z1H2S0bU1VK4yJv39+oyy33AtiK+hlcE7nGx5roWdXzBjKEu8NbFPDrfXc+zRpH1y2U/zDh9Tf/kIrdVJe2R9C/1rcylzGqPn8Z/wE7/fTfny/D4afucwvlcCnL8cI44B0wo7FdXbqXGYxpdItT1u1jElIiIiIiIi8qsjv8DQ1QADJ6KYN7XT+Lh1ylsGowX7443sHK2j+Y0BAk/YKV+UeXW2ui7aNppv/D8RqPFPDVAA1ukfTJYyyEEisPFM5u83b2yjf+O0P571Ud0WyvzBZPe66fqmC3P2JXMwyvkTfkJLK6cFhjK4EGDwCjh3N+K6d+pbE/vE/Uk13hMBztfZE8GRu1y09buyr/tsIN8fMC5O8L0hAAI/HqbW4SDHX0P49d3sei3Guq+10/S7ZgxEGXmjk73eHUR2HsGzNvOaph9TIiIiIiIiIpJenhlD2RkW5hoCSCcpu2M86JPRjCBHhIFd9RxfuABIkWHzq+a+dVTeNcjAdw/gv7OWihQZQ753wbTRycppH41dGKT3aB+nz0WJA4ZFFuzrt7D9CQemsomlRvDtqMZH7plP0XcP0XnqOtYVVi6+dYjDq9pofDiXYM0Ig98PsfjxdrY9NLG8CdvjjWwfqaPzh8O415bnHGQSERERERERkczyCwwtclK50UTrMS8HfsNDze+n6Ep2LIJp4zacWbKFZs1YmPDHYHnUDDNHzfnVU2ajpvMgK3ua8T7fQI8hTjyeeMtgMBCPL6ZiZxfb1k4LzESH6Gw5TOhBDx0vl2M2QPSj4+z/hpddtHPkyYk8rdy61SXWOYK/u5Oed0exPtlG0yYzkdcP0NzVQP2ZLXjqXNhM2VfDry/IYwOIiIiIiIiISKHyzBgyYK87Qtfq4/T94DDe748SuZqIQhgWmVl8t40Nu7uoWlNMV548u5JN91GQAGYqv2giW2Ao0xhDc+JSiBEg9HEY8umcVmbCstQEOGh6OWksnfFucVZrinV9cp7huA33k4mgEIDp3ipqHumj9ewIkSetOZcg/vEA3r85zvnLMbCUs8XrxrUikddjfbyFI6v8+Lp6aN7ag3H5A9R+vZEKS6o12aj4IysnX+vEd08jW+4f70p2ykfPewbKd+beJU1EREREREREsiuoK5l5TRWeNVVFf/lIdz3V3dP/mmdXsiniBN48SWx5Dc6kAY+nfM+MKFMuAxNPdqdKjF00O8MYRz8YJgQwdJpAnQPnwmkLnGql+hSUZDDlu1fiMPg59toQjq9OZgz1vQWmjbkHhQAMy9dR+2dWWLESq2nmkOPGFS48HS62R0OcvwDLlqZfl+XxFtoW9dL73d38afLg000HqXGUKCxUyu0oIiIiIiIichvLOTCUPrsmg7RBFDvu/n7cKd6JX41x/RowPSiSg/i5Hnxvg6N+HckJKbbxWcn8z9eTT5gpaQ3pu1N95KO+OvNacxoQeWyEgf4gxgfLsf1kiL43NuHcNC2tZtr2nDkr2siMbCtgMqhF0jhBpnI8rdfpPdpDw9Odk2MMPd7EvifyzJgqM2Fdk72PmMFkxb4m21JGrI9so+WRbRmXsThduEyL8ynlpFkM7omIiIiIiIjcTnIODKWcwavkgvS4W/FPNNw/X0GTr5wFn8vho5eG6OzyE7vPjfuhXAayKZ79mf4pM58lgmfkPibPDTGC3fsZuGLDvdmD/e4QDa/txXdvB+7V6bNkpn9/vowrzBjGB54GiF8NM3zMy9ZjyUtlCRKlmxUuo3IaezwzM6KmGXm1ns5LVbQ1VHBjj37YR/13wlTtacS9JK8vFREREREREZFp8uxKFiP4eh8B0wbcD6ccJCY/Z31Ut83McJns6jMuS4ZH7MIAB/b2cn6Ri6bdLsxlaRfNKpGxFCE0MkJwzE7NrMeYYoSOefGeimGr8yQCSv+9Cff/3YCvfTfxr7Ww7aEsqxiLEDzlZ+DtACOfRIhNDD5tMrNshZOKjS5cq1NlLKXP3ALGgz6nM3/3jFnhxo2Pb5R/kGxSLBoh8i+xqXPL/XuUyKXJ35jRWJzYL6/DL8KMXLqOZZWmsRcRERERERFJlndgKBzw47c6SxMYWu2mvz8pLBEdpHXrYYKrt3GkOSlLJIPo2152dA1jXLuNfQ0VWPIOCk0d7NpgMrN4IRgtdmxftBCb5cBQ9IcH2P1aCOvje2ia6G5WZsa1uw0OeenxD1P1u470K7gWxNfQyuAdTrY814LnHjPjE8VNzhTX1sDpZzpoW38bBUZiAU4PAfFhgtFKKkwAcQLvnE68DkeoTNE9b+q4VQZMSxezACOWVQ423F1x04ovIiIiIiIicjsoaPDpWXE1xPEXfAQXGjCc9bH/jZW0PZY9+GR6aDttv3Ud6735Bz1y6h53NpDib2kyncYlj+kzKfVAx6b/5qHDZsCyfFqXMaMV184jJHJxIunLNxLAfwXKdzfiunfqWwajBfvjNVT+KEDvj4aJrHdNG1Q6iK+6lfS/BMDGuozvz4KxMAPtnQzdacf+uSC+F/zY97gwnuvB97YR54Nm3j/aycDqNipvHCJZsp8AiKT8rbF3DrD1xfNUeo9Qs6LUP0ZERERERETk1jXngaH45RCBwT76Xh9m9O5KmjpqsY4cprmrgaeHKtjyVCUVqywY0mUClZmw3pvmvdkyPdOpGGUmLMuzL5aWzYlriZ/B7x7Af2ctFV8w39hWExlDA58asD3jSDvTWE6DY98ksXO9tLYPEDI68exppBw/zY0+GnaeZHEkwoKNTWyrW0bwxV0c2FVPsGobnk32oqaxX7DQCIYFLCjZrxARERERERG5PRQWGJo+BtAMGWbxuiHKYNtWDn9gxLK6gsrd7slxcB7cRteXqhg+7qPnxV342EDbkVpseXcTW4BxqZnFCxfA1JFqfnUstOPu6sJ56jjHv91K35WkMYYWmVlmc7KpuSPNGEMJU7tfpXCvm65vTs82mh1Gsw3nUy00rrePjxXloq3TwsDRAaKbm6hdkyiF89kjdJ05zrDRWlRQCMCwZhsvv1xsyUVERERERERuP7/22WeffTbXhbg54kTOBQkbrTjuyWPgoGiI4QsxLKvsmLPMojV7Ciz7XBof+HnB54zps71uuhIPni4iIiIiIiJym5tHgSEREREREREREUl2x1wXQERERERERERE5oYCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQyIiIiIiIiIi85QCQ6U0Fid2NUYsPtcFEYF4yY7FKKEzwwQvzf2BHY/FiOkEuw3dOseQiIiIiIhM9eulXV2UwY5mji/10PWUbebbYxGCp/wMvB0gFI4QvZb4s8FkZtkKJxUbXbhWm9OuPXKimfpuKy39buzJb5z1Ud0Wwn2wDdddJf1B+fnXQbw7fFDXRdvG9L8jpZv5G67FiI0twGg0THsjgv/5eny46fqmi7x+wWU/zTt8WJv7ca8upnDjZbC20P+MfebbYzHCPx6g5wdDKY6hcir/uJLy5cY8vi9K6EyImMWO3XCaA3uPY/laFzX3FfETzvqobvPjKnpbJIy8Wk/npSraGiow5fypID3uVkKFHIszXGSw3ZtyXYlzciTrGmwlKUeEwb9Of3xGzvo5/g8DBD8ZJXI1EYAwLDKz+G47lV+pynhtyacMN/f4TC/4UjWtp1wzr4cAV8MM/WMPA2+PcPFyjDjAQhPmFXYq/rCG/lrj8gAAIABJREFUyvvNGMoK+NKCz/P0x5CIiIiIiMytAgNDYYa6TzK6tobKVcmNnOvEfx4hsuj6zI9cC+JraGXwDidbnmth5xcmGybxWJjzP+zjcHs9xx5t4WCdnekhi1JJNKayLze1UR/EV92KP93C92YPpETO9OF7xU/w0xhxDBiX23H9sZuaNXk2ksYbZlmb4uvTNFyB4NE6WkP5BX9iF/z4unoYCsdhoYXypzy4N1rJr4mbYTsaXLS8nKKBO0UE/94GfBeW4fpaI+41VswLE+/EL4cI/OAwhxoHOPlMB23rc/1lSQ3WL8UZvRTBlOLwzUf0ShiA8JUo5BjKiZ0boO+9xWyoK8cy7b3rsQiRn8e5UaxMx0CG/Z5SpnXlcFybN7bRvzHTFyT2eShbOcaDaalkD7DFCXbvoPUEODd7aNq5Est40HPi2tLZVs+xjdmuLbfI8Vns/r08SGvjYc4vclLz1TY2rLJgKEvaFu31HFu9jY7mihn7tqDzvMhjSERERERE5laBgaFRzp/wE1paOS0wlMGFAINXwLm7Ede9U98yGC3YH2/E/Uk13hMBztfZEw2wlA2OEVqrk5pu61voX5tn8fNurNhx9/fjBrJmDKQQfdtLQ1eIB+qaOLjehokoI6d87G9vIFR/kKaHc88D4S4Xbf2uDAtMZP2U0KcDtLb0Mupw0/aXDvhJL/u7m2mN76P98elhjEySt+OEEXrdzQz89kqs2T7+kZ++D+M4n23B/dDU485wl5Xyuiauh7dy+DU/I+trmchZS53VYpud7KyrwxzrDwIQ7D/G8JfcOBZl/1jskwD+E1acKQJD6UwNmBS330uV3VSw1W76+6ceGYlg0RALfiPLZ68GGDgRxbypncbHpx5FE9eWnaN1NL8xQOAJO+Vp98fcHJ8zpDrHPz1OfWMfJkv2q1bw+z6CY+U07vPgTCrGxLbYZ/Kyo6sX/4cV1CZnxhV5ns/5MSQiIiIiIgUpcVeyDO5bR+Vdgwx89wD+O2upSJEx5HsXTBudrJz4zEQD6cowfS/14D8bJhYHg8nOuqdqqX1k/En22cBN+xkA1+NALNE9I3tmU5jT3x+GhxvxbLSNL2/CttGD+8KfcuD7pwk/XJlzMKB4EcIh4KPzhK65MC9MkSUxJXAXJ/D9PkJLa+hocGEpAzY2sueXDTS8dozAeg/OhYWXJvbuSU5eNVD++86pWQmnWqk+RZ5BPAML0pYlTZebEopd8HN4v4/373DRctBJ4BtevLui/z979x/c1H3n+/+59YovrZasvGxUZwUZVC4iHXSZKLRo04j0xs0g2NTprskQZwtJvWIINF4nLnzDuvE1wXXXCzV14zWFcNHSAEkcT6DbuFkQkzo34GzWaRPnyxWToJQVk6DWVZpFW1YtX/R18/3DNsi2fhzJMibo9ZjJiFhH0vnxOZ/POe/z+bw/+Dauwzu3MMOHrjaGh5Ll8d2h/l4weXB9Jo8Pj2Gant/+v3LlM7NQTzdRILq3hpV7My0ZJRJOwJz52NNssuWzt2Cnn1PhKNw0suaTe56LiIiIiMjV68oFhkocVLXvYP6+Bloeq2OfKUFiOA+pyWQikSilfGMH6xaPucW6EMTf0ELP9VVs3lGJY0aC6L/tpOGJBs4mchkylORdPzUrM/etSPv0Oxak/wwQ6ePNC27cKQIro2+CzxF9H+x32scEkUzY59rhWJRzUMDAUIL4eTBPn5b67fd7OfIuQC/dP6nCfVeK3lCjPnCK4LEE9gc8QzeLw2y3lWN/bj/BUC3uPHsJxE/up6mjF27fgG/xmBBbqiEz87xU3XQE//eb8LOOilRDdV434VjjzSsQkZfBKKF/66cn0Mnxdy5ivW0d22rKsZWAs72N+Xta2Fm/ls6b3FTcsQT351zYDPQgKpTQSCBhUof0TELQbaCbfS/Gsd3rJNy4kqZ3k94b0+OQGW4qlltoOtjC9k/WUvWlFEPJDkaxLF+HO4d9f7WUz/gJP60vxrEsbaRtjfNSgCr1sFgrNrsJXj5FOO7FmiI4FAv2EcJMhT25NEzeeS4iIiIiIle3/AJDA2FCQPhMBHK51SyxYCuzAC7qk/N1DCdetttTfNfpPno+tLLim5U4LAAmrLetx/ezXrb39hNb6h3O4hLC/9BK/GROdOtc00XXmqQ/5JT0OU7/s/sJzrBgudCL/0A5zjVJgZXhoW+jlWKdDT2nwySwJgWHEoRPh2G2m9JsP5uTc5wbANvMFMPTBiN0/6+DRGZXUfuF47Q/1YD/z9rwuTL0pvggQhhwzB6zP8vsOIBwJAq5JvWNheh5zo//J2HMt29gx3q3wVxFVrybd+M4dojOH2+n4cnxCcx9LY2UZ+udk2KIYt6BpESUvh/3cXGxj+ZveLAn7/YSK54H2/DcG6b/tV6OHAvjvN2V8msiZ0JAjND74JyeYgjl2GCIQYVJ+pxNYPTwzlRyCUx92Ef7lv2Eb/LR9pdurCu6qADSD5cz4azeTcfCQ3T+eBctPxqbfNrBsk0dVBrN5zXV5XPEYJzw0V207O0jvtBH26I+qlc2Zf2Y8ys+nMd20f5ogvsfudw781KQ7EAQ08J1eJOHkU3GeS4iIiIiIh8LeQWGYm/3DyWT7T1OX7Vr/BCDkWEWV2D4zmWTlDPmkjjhgy20vnwRT10H9/9+Fw890ULT9Hoa73NiTjvDj40lX3HR2eGnfW4pvqQcQ/5j4KpZUthhZMNBO3vZmJu4D/rxf6eVQMSOb3slnus9EG6gvWUtobvWU3uPB9skj3aKn+zG/9wh+t6Jw/UuKjZ15J58u8SM/Y7V1N+xOv8VGZXDxWBy5HSmO1ndkqWEW+y4lttxpUvSPBjkzV6AKMf7I1TePTrHTHDPSpryXsHCSdX7KHvy6RwMJoi+tY/t3w1w1lbB5k1erDnMnGVdVEntosq8f/6qKZ+DCaJvHcT/T930fwDWOzawba0bSwmj8jClTaR/fTmNO+YPzUr2vU3sGzMr2bJNHUOzkuW/hnm7Mj3YREREREQkF7kHhgZDdHcFMd/qwfGzXjpfXIF7xZjQxphhFuNvYEIpexiM9PiBpKFcc92Uzwxw8H8dwvmNy0PJ/K+acNW4jU/fnWHWo7G/fdlQYGt+pBd/x056ToOzehu1t5qBDez4xC4aOpqofq2C5u+lTyZrub2eNnMn/mdaeGhv0qxkm9qoWmR0C4Z7S7ybfUmAcMtKehjej7Yemh7ZxSmLG1/TOrxlAFY8G9uwv3oI/0vnIF3+kD+xMgsID8RgYdK6fjjUw2DW2ABUBuY585nvWs2yB5fgsKW7LS3F9df11Jtnjfqr0dnkkk16bxmjM8SNMj5YGjt2iEDCiXfpOQLPHaTvS6OTBqcTaF45fgatrBmS8zd5+zNO8AU/nT/qI3ShFPeqrTQutWcItl5mNMfRKGlm9ro6ymecvva1bH8tAdPtVNTXs9qVQ3L6ETNseO6tx3OvweULeJ5ncmV6sImIiIiISC5yDAzFCe5tpftDB75VtThvDFP33Bb889rwLUx/Jztu+FYupjvxNddj3rOPloc6LyefXt/M6lxm80o165FRZQ5cC1fgfrgCV9nlG0bLrevoWFxJeMCMPcvjd+uiKuoXVeX3+0PfgPfbXYyfj2w4x1HGaazLqd02H1OZbczNthnbbatpvC3p/91evNguD50pceB0Qc/rbxJbWn4pEBc70UcIF8v+Ww6bYHbg/SsH0cMNrKzLcjM/pkfBhMrQZEk3Q9xwwMhuZJamgQCte4KYlzZy/31x4i9vp33rfNo2Z+gtk3Vmuishw9TuaaXr1Wdm1uxZ3LJqGbUeB9akcylyzM+RmJuqu50ph3MVtMfSVVE+zdxy+zI8c11U3eXM2GNqmtmKtczMpWxiWYLfqQ0HKgt5nouIiIiIyMdKDoGhoaFULUfjOKprh27u/rIe3/9Th3/rJhJfb2TdbVm+YjBK8GiA7mN9hN6LEh9JPj2cf6N8uRdvqjwWM11UbXIxkbDKqC15v5fuZ7rpPX2WaGx4JTBhKZuP845yVtzpGZ0guMSK+75KIEb4jTCxmXZccyyX3rPnOhZsMEH8txeH1uXDMJEPsweWJspiG17JwTiRfwtw8KUegqeTcqDMsDLL4aZ8eQW+UcfAjOeeCvY95qf1oJ36v7TDmUO07gliWd6YUzLf0fIZZhihd+8Rzi2uomLBBMa9XYgT/zBCaMCEfVH+XzMiMRAkGDFjX2Q33oMNhnPp+Ald56XxPicmM/g2eQk2+6lruUjzwxXYM+zfvH83m0Sc+IWksplyH6Wa2j1/FlclqQaBRU8GCIStVNztxJwqcAkM9TjqpM+yDN/thRqYOXXl07RoNbXD+zwe6SXwfA89J09drquGh4SV31nP1vuS9kWa4PdQryp7lu0p8HluqAyJiIiIiMjVwHBgKPaT7Wx6Loz97s3UjwwFKLHi3dQMO1vYF+in8s9TJ9YFhmYXq2ui5xNu7n+kkdo5VoYnDrqcFLW5juNrUs00NjyMyp6mV8w0M9ayUkyfyL4d0aMN1O0JM+uu9Wz4Gzf264dXYjBB9P0+ur+/k7qjp2hs8+EcN7zqLD1bW4Z756S4FZ9uw73cCzdevikM7v0qTYcToxYzWayUTgew4nDZMFuc2K7IfPUJgvvqaHp5FpUb62n7rO3SMeBClPBrh9i+tY7jD4w5BvNW07bZTPueBqqfS8B0G66769l2j/MK5yk5x6nDAcJlFXnceCclSDaZsc40Y7ZVUptrDplUa9XfScvwjbfhAE0ixP6G7fTipnazD+fw5pgX+mjbbKZpayf+XnfGYTeZf7eU+cu9WG80tp9GDUsb3j9D5dODJVPS4Xc6qfl+hMrNGyifaeinjIv3cbwXSHQTeLeC1fPMOO9OFdyIE+kLELC7CxgYysdEyud4iZN+6rb0MGtFPfVrLs+0RiJO5O1u/K11HAk1sqO6QOfhBM/zvMuQiIiIiIhMKcOBIcv/qKXNYcI2e8wNj9mOd+Pu4SFO0fRfEOoj8CF4Nm3AO2aGJZPZhvPuKipe6WP/K/1El+aYlPSmKjrajSwYpf+VEInZq6l9wDM66XOJCescD777ggRaAvSFfDhznZ55hpOK6tG3rc7qp+mqNvDZE8Ecfywfp+g7HMO2ajNVC8fcQE+3Yr9jHb6TPbSkOAbmBZXUt+Wf2He8zDNZFTIXSebhRhn2+/leWnztmDc+Te3Y6coz+ZNy6v0epn0qwzImB5UNW/GW2ccNFzIvqGLr3hUkJnS7b8NTbaA/j6FhaRn20cU40YFzJH6f08plFw9zaGs7vdd5KL+xj+7vbsfWsIHyKxb3uXLlM51TrwWIzV7N5nudo+sqkxnbwip89/RRd6CPU9XOgiX4z+s8z7sMxeltXUv76Qq27qyazPRYIiIiIiKSgfGhZCUWbLMn8EsON96ZAXr+aTuB6y5PoQyXewx1v2/CscY1iTPVWHF90YFpTyftT82ittKJbcaYHkPPHoeZXtx5z19+NZuPe7mFwPN+Ouf4qEjRY8j/mgnHA5N5DEZcyRnr8jQQJoSHdQtzDNCUmDDPyP4Zs82efhr0EtOUzBo15RJRgi8dYv+zPZydUc6G5nW4LRHsLY+y69Fqepb68H3Fg72gY+dSmfryOf9WL5ajnfifs+P7cooeQ89HsCz3MX8K13FipmE2g+kT07IvKiIiIiIikyav6erzMt2Jr6MD99FDHPrHJjo/TMoxNJzfZkVDW+ocQyOONrEy08w/BqZAti5tZvdne+l+ppOWDalyDK2n7U4PtnSzdBVoPaaGCef9bbQ5Ahz8YQt1reNzDFVsynIMCiZzj4z0iYqTprxOK5eb+mmYy6yUTh9/cxr9+Sku3l7BLZnKwiXZtoe0s2FNTP77sXBCaWb1S2LknHh3P2sf6yY+w8GS6q003j4yM5kNb8PTuE500/mUn4YXd+Ku2z08O2CSbOdlTvti6sunaYGPtrb5BJ4/REtdihxDD7ax4TbbxziAaMK1/mmenurVEBEREREpcn/w0UcffVS4r0sQPRkkYk5KzizGDCeknvYp86WeVEYlzse5aDJjNhTAmCQTWP+rxoUowZMRzHNd2C0J+p74Gn23/iC3YWSTIHamn3DchnOBdYqCAAVK+m1A4gKYspXjRILEJ0wf33L2cZb3eX7lypCIiIiIiOSmwIEhERERERERERH5uDAwj5eIiIiIiIiIiFyLFBgSERERERERESlSCgyJiIiIiIiIiBQpBYZERERERERERIqUAkMiIiIiIiIiIkVKgSERERERERERkSKlwJCIiIiIiIiISJFSYEhEREREREREpEgpMCQiIiIiIiIiUqQUGBIRERERERERKVIKDImIiIiIiIiIFCkFhkREREREREREipQCQyIiIiIiIiIiRUqBIRERERERERGRIqXAkIiIiIiIiIhIkVJgSERERERERESkSCkwJCIiIiIiIiJSpBQYEhEREREREREpUgoMiYiIiIiIiIgUKQWGRERERERERESKlAJDIiIiIiIiIiJFSoEhEREREREREZEipcCQiIiIiIiIiEiRUmBIRERERERERKRIKTAkIiIiIiIiIlKkFBgSERERERERESlSCgyJiIiIiIiIiBQpBYZERERERERERIqUAkMiIiIiIiIiIkVKgSERERERERERkSKlwJCIiIiIiIiISJFSYEhEREREREREpEh9PANDid/x2/O/4bcXElO9JiIiIiIiIiIiH1tXIDD0Fnu/9nXu+1oTR39dmG+MvvIdfH/7d/i6ThbmC0VEREREREREitAf5v6RBNGTP+Gff/y/6fv5b/htApj+SebctJgv37Oc22ZdZ/yrfn2Exo0v8G6GReataqTpzrLcV1NERERERERERDLKMTD0O04e2MLWl35DYvp13Ly8Eu9nPkX07X/l6Cuv0NHwr7x8fz0N5QYDOX90M/c+MpNUA8LO9R9k9yu/yW31RERERERERETEsJwCQ4k39g4FhW74Ak3/cxXzPjX8xs1fYOmXf8rub+7l5X07ePGz3+KuGwx84fQyFtycOogU/fVhYCgwFH2piYcPDOSyqiIiIiIiIiIikkVOgaGTbwVJAEtXJQWFRsz4PH/5lcO8fGCA3hMD3HVD4YZ/lf73SjY98rtL/6/eRCIiIiIiIiIiE5dDYGiA6C8AyrB9OvUS1hvKgAHO/GoAMBAYMpBjCMD0aSc3J/1mcm8iERERERERERHJTw6BoTKsfwacHiDyK+BPxy8R/eXQcK85n86xt9Cnb2btfS5KU7xlumFmbt8lIiIiIiIiIiKG5DSUbMHNTkzHgxz172Zx81oWJA8nO/9T/vlHA8BMPAtzDAz90Y0suPnzWNO8rRxDIiIiIiIiIiKFl1NgyLSomk13bmHrS2/R/I0mbvvyF/DMGpmV7N+JXIB5qx4ylng6B8oxJCIiIiIiIiJSeDlOV/9JFqz6Fq2un/DPP/7f9P3oEK8mgOmfZM5NX6TmnuXcNuu63Nfiv97j5Fs/5ReX/pAg+vNTRC4kiJ7+d34xdwWtqz6Pafhd5RgSEREREREREZm4HANDACasC5axdsEy1hpafiaOOz8PzMT2f6VZ5Fdvsft7b43+lT++jtLpwJ/cyM0zP0kCLgWGRERERERERERk4vIIDAF8yMs7vsM/vwe3+f6BlY5My/4nkf9zire4gTl/AQuS3/rTZTT9YFl+qyAiIiIiIiIiIhOSZ2AoQeI/fkP0VxBPZFv2/yP+q98Q5VMkfp/fr41lvbORZ+8szHeJiIiIiIiIiBSrPANDhfYWe7+2m6O5fqx8Lc/ef/NkrJCIiIiIiIiIyDVvwoGho9/5eu4BnXE+wx2PVOMyuLRmJRMRERERERERmbgJB4YWVFbz5RszLfHv/Ph7r3Ay47dcx5ybP2/4NzUrmYiIiIiIiIjIxE04MGSb+3luXpBpCRP9ZAsMiYiIiIiIiIjIlfaJqV4BERERERERERGZGldJjiEREREREREREbnS/uCjjz76KPePJYi+/Ra/+H9z+cwn+bObnFin5/5r4379V0FO/vJ38CfzufnG6yb+hSIiIiIiIiIiRSjPwJCIiIiIiIiIiHzcKceQiIiIiIiIiEiRUmBIRERERERERKRIKTAkIiIiIiIiIlKkFBgSERERERERESlSCgyJiIiIiIiIiBQpBYZERERERERERIqUAkMiIiIiIiIiIkVKgSERERERERERkSKlwJCIiIiIiIiISJFSYEhEREREREREpEgZDgz9waZXrur/ACLR/9SrXvWqV73qVa961ate9apXvepVr3rVa9JrJn/w0UcffZR1KbgUfLlafbT1i1O9CiIiIiIiIiIiHyuGA0MiIiIiIiIiInJtUY4hEREREREREZEipcCQiIiIiIiIiEiRUmBIRERERERERKRIKTAkIiIiIiIiIlKkFBgSERERERERESlSCgyJiIiIiIiIiBQpBYZERERERERERIqUAkMiIiIiIiIiIkVKgSERERERERERkSKlwJCIiIiIiIiISJFSYEhEREREREREpEgpMCQiIiIiIiIiUqQUGBIRERERERERKVIKDImIiIiIiIiIFCkFhkREREREREREipQCQyIiIiIiIiIiRUqBIRERERERERGRIqXAkIiIiIiIiIhIkVJgSERERERERESkSCkwJCIiIiIiIiJSpBQYEhEREREREREpUgoMiYiIiIiIiIgUKQWGRERERERERESKlAJDIiIiIiIiIiJFSoEhEREREREREZEipcCQiIiIiIiIiEiRUmBIRERERERERKRIKTAkIiIiIiIiIlKkFBgSERERERERESlSCgyJiIiIiIiIiBQpBYZSGUwQPx8nMTjVK2JUhN69frpPxqd6RfKX9z6PEX6jn+BAYjLWSkQKSufrFfexa8+uMcP7Pz6VRf79Xvx7uwmez7BM2nKSIHqyn/6TUXLbhDjBF/z4j0VyXdurSiIeJ34h508N7bMzsclYpYkp2vIoV1wsTP8bQaI5nz+Fdm3URYWQGAjS/0aYvGqmq6HuyMGEtrWI5RkYCuJfuZKGw9EU7+UepEg+eKFna6hp68lwIKMEHlvJypVG/vMTNLoSH/awvbaGzneAk/uo9rXQ8x+GNyFPQ9uSej/m4hynDgfoe2/qA0PBPStZ+ViAnLfoP3po8VWz72SuHzxLz9YWOvvP5fpBKUqFOuckP1nO1w/6OfREEzUPVfPVkXr8q9XU1DbR/sN+olckuDH6pi57m5TGCT8rVzYQ+CDzYtHDDQbbs5X4Txj98RCdtTVsfzmWpm6N0dNWQ82zoVy3Kg/DbfYew61xkkzXGgY+nW97VEjD+7/lpTzWwmAZyurcKQKH+4hkukE7uY/qlG3wOfqfaaHlmX5ya2XjRPoCBEJXQdv8QYCGnM6fEVF6/r6a6gO5lt3hffbS2Vx/cPJNoDwW7HyalPJ4Jeu0a8j5IN17/fS+n36RyDE//heC5HyH8V4PLVs76c8UADRqQnVhvnVRUjs6YVnasvMRep9rYVPt2svXPiu/ytraTbQ810ukEPsQONffScvWHvKqmQzXHUNxgEIF4vKtdya0rUXsDwv/lUNBinBZBRULzMY+0d9Jy147jV0+iEeJ/jrBxbRLW/F+uwtv0l9CT1XT8GIc813N7H3AkeGX4oSea6HlhRDxhAnbbeupr/FgLQF+n+DcQBRL+h+eIkH8K5sIpHprRgXN/tVk2uLRogQeq8H/rpFlvTR2+XAm/SV+OoC/Yx+9kQSmGTbc99TiW24n41H+IEDDQ37SN9UOfDuaRx1PQ5+d56Pj216sRjYlnXgQ/0Y/pd9so3J20p9PB9jV6qdvUSNda5zpP/9xNhilf992Wg+buH9HM97rxy4QJ3zYT/vzfUTOJzDZPNxf48M715zjMgadDxN4sgX/6+5x5e6akG1/x8ME9rTT+XpkuG66n9o1XuwZd6Wx/R/r30/7ziMEYwlMMxwsq9nIapdl9Fd92M/+jp0cORkjYTLjWFrLxlUuLCVD697dWEfQu4P628d8LtkEz9fEST8PbQnA4tXUfnMD88vMmEqARJzI2z107myh5qiXxjYfzumZ9stEDd14+O2NdK2xcDFNmxR9oxP/MwGC78dJYMI824n3r31ULcqtVrIub6ZredIf3tlPdWM38RkVNO9ejaMk/Wejx9pp2dNL5IIJ800V1G+qwmEGuEh8IMq5C+katIskfh0lOmOiDV6G9inbMc9UXpYaqHsHo/Q/72ff0SCR8wkwmbEt9HL/31ThGlefZRbcs5Kmo9mX8zZ04Vt46VPptx0MlfmClKETflY2p14L893N7F1l/ArBuEzXEi5q/fV4ZuTwdRm2YSxHdQfNy5P2z2CM/gOttB8duq6zLFjG+prVuGbmu/7Jv5PqnUzHffx1Uz6mpDwW6nyakvIIhavThmW7JjHSZufVrhtrsyfcro+4EKHvcAD7Ih+e2aR0LhQgEJ5Fxd3OS9f70cMN1OxNfWU/7hzNInN5z3CPkHE9hj+XruxeiBI8GcE814U97WVNtnZ0WKa27CYfu5u8ZLhyGvr8I37CNi/rv+HDPds6dO0zmCD6fh/d399J3QtH8H0vw/ZkO/+H94cr3duDEXr3+Nn3apDYBTDNsDL/dh/rVrmG7pFzMhQHCNxxC77bbZkXHVN/m29aRu3D2ervzGVmdL0ouTIeGEpV8PfWsHLv8L8zXMiNPoAOHPNChC41yF581Tmt8yjxfj+tL8axzLQQe7GVdsc2am9NfQrGjrWz5WAU98NtVFn7aH+8nYZ9FnZUOzHlvwqTzImvqwvfqL/F6W2ppv2/rJkrm3HGB9Xo38XKlh7sD3Sw9a4MFfkHAVoa/URdPpq/6YKf7ad1bwMtJW00L83wueu9NHeN/OLwxRgpLlAyPAWYrJM89MN2ehfVsnukMRyM0X+ghdZ4oK0vAAAgAElEQVSfmJmfpoG8FsRPB9j13X2Eb7BTmmaZ2LF2Gg7EWfF4G94yM7ETfrY0tsD2ZrxlxpcxIta/n5a2I5gd9glv29Uo+/6O0dvewL7frWDz97zYpsfof2oLDVuhbbM3baNsaP+/u59HW47jfHgbexdaiA8EaH/8Ufyb2vAtHL7EGwyxv6GF4wtq2eZ3YbkQIfCPW3h0bz1ta5yYS6xUfG0Z3Y/vo29xLe4sQZn8ztc4fS8EiJVVsrWuAnvyNpvM2BZWsGFjnJr6Q3S/XoXz9jyCj6OkuYia56Pj22kvnS6JHWuhriPMLdX17FjqwEKM0FE/rVvrCNdkCaBlcr4f/xPdxGdasHzYTetOB9vWu0dfyI94dz8NHX1Y722m48+jdDa3s2VrKW1NEwyY5yRV+xThUG0dnXZb5vUY1TYMu9BH+/3bidqybUGM3m11tL93C76/24F3ngViIQJ7Wml5JEztjno8uR6CnB82JG/7cNtmN/4woWBlaKGPrq7RR4DzvbT42onPzPwdqS6uA80rL50X6YMjKa4lgNCBahpesGLJJSgEKbYhSvejNew/U079s+twpb0xSRDc9ygtL5Xi/UYbVWVROp9opaXhYpYA8uj1H7q5JMWNZPpn1Lne/ObsipbHAp5PU1IeCyv7NYmRNju/dt1Qm12Idr0ge6owgVDnmi661gz9e+hctI//3l+m/uy4ByswfF9zDnOma5Xz/XRu9WNv6MKXZ3N9Saq2bLjMhxz2rPdpoUAnoYSb2s0+PMkHpsSEdY4H3zcvElm7i85ACG/awOrotji4ZyVN4fF1SOoaLUbvtkdpf89N7ban8ZSZiL17iNbHW6h5cfzS2UK7iRN99AL8rI/+uAtX2sIWp2/nQ2x/bdbo+rvuHBt21uLOVkgL0UFAxjE+lOx6L81dXXR1ddHV1YgXsD/QMfz/XRkbH+eaLrp2+HAA3oZmmr/dgW8eQ8GkLl/6CGY6gwmiZ3rpbKlhbUsP05bX09bRRvPdpfS1PUR143563o2MGZscoef5flhaS+1tNqzzKll/r43Y4R7enPLxr7mKEf0lYLWkvbE3ZDBK9/M9AIQPHaI/Qz/R0L90EppewcY6L47rrTiWb2DjXdMIPdVN0PDwjgTx88D5+NSPDT/fy8EXzFQuTwoK/ns3nR+U07yjkcprM0YBxOj/YQ+Wv2mj48ElaRqsoXNl/pqNVM6zYp5hxnZbLRuXRtj3fN/wsTOyjAGDIbq7opRv3k3j3dfiTjewv9/vobN/Pr5vVOK43ox5hg3P+o0si+yj8410e9LI/k/Q9y/dJO7aSO1tNswzzFjnVbJxzSwCT/Uw0sk38foRui9WsHG9B9sMM+brHVR+w8eso356Rhaa52XFnF4Cr10ro7WHLqK6kv6rvwP4I7OBC+YIx3/UD7f7qF3uGAralFhwLK/Fdzv0/+g4uXagTnwQpve5FmrWtdDzCS/123bT1lRB6WvbeWhtA/tfDo0ZdjF0bGPz7qd2hQOrzcP6ag+8051xSMAVEXmT4wMmPAvn5/zRxIk++rDhXpjlUi9ynIP94KmuHbqJBbA48Nb48NDPwSnIJXExAcSNtm2FL0OjxKJEAKsl8xWCc03SOdDgZeip8uW/5Rb4SHDuwziUlU7sugSI9x/i0BmAHg4eyTCAIHacQ4djONfU41tkw2xz4fumD+eHATpfNj7wIPHbGBDLI5fQ1Sun8jjZ59OUlMc8GbkmMdJm59WuG2mzC9iuJwk0px/CbKT3WqEMnYv55PW6LDpwFkx5BKgLKHL0IP3YqLxjdBgltLdmaL/mMrTaNK1Agbw03u+hsx+862vxlA3dEVnmVVK7ygF42LBv+Bwcvo/P6MM+du4McHGOHfuFHnbu7E2fAiDSQ+cx8NQ0Xq6/N9fiGeyl8yfKBzVV8htK9k4/vUD8X/uJ3uXFmuLp62R1FuXd/VQ/1k0cE7ZFFazfXoFn9tAp41i1ld1f7KX7mYPsf7ybXQkzFU17WX0TcD7MqQFw33f5YtXmWoL1QDeh98GdU8R46GnM2Xv24j7Tjv+H/UQuMLGhNCMGAjQ9ehDzmmY23J6mEfwwyJsDYP3irPx7Op0P0/1EA/v/w0t9yywONvppfRTWP74Oz7iuihGCb8Qx3+EeNazB8YVyzC/2EfoFOI30sImdIjgAcJw3I5XYsvQwnEzx/uP0ly3h/uR1mLearRuH/plPNozRogQea4dHMnT9/CBAw0NnWeF3E/6+n4NvREhgvLtxKsE9K+lbnKnHhgXPxq14IH0vrQ+DvDngYMnC0SeFY6GbREeIMG4cRpYxssIlDla3bBj6d875H8bLvv0pGDnnUjJwjA3s79jbbxK9aQm3JO/KEgfOzyVoD4VhcYo9aWj/nyL4ugnPN0d/3vJZF/adQcLnK7DNgFPv9GHy1I8esmRx4pqzi+DpOBU2M2DF5XHgf6mP6B2T8YTGjPtuL5Yth2hpM1N7X3mKoWSHiM70sm5xphMj37o5ytkwmD5rMXABdo7o+2C/0z6m/jVhn2uHY1HOAcaqtxD7fQ10nweTzUXF19uo+HMb5hLgptVs3VVO77/s4+CBLXTvTCQNlw4TOgHWv3BeOhamhW7c9HIqHAejPR6PNrEy40V/lu74Yw1GCTzZSWTmMtYvGtM6XfqtNE+Z40H27e0FVy1Lxuy80Ejv5JEnhB9GiWBnmX3Mb0y3M38O9EaNH4FL3vVTs9KfcZG0veFiQfrPAJE+3rzgxj092zVRIctQitV5+02iWCmfdSX7Qp8i+DqwOEtPsSyir+6i6fvHsVVvZUWkhZan6mgabGbDXfah8yJJ4u0gQVzUfi6pHrS4KXftoj0UJrHcauAaKcapt4eCSMf7I1TOnsILk2RXsjxOxvmUvDpXsjxOtE4zcE1ipM3Oq1031GYXsl2/LFNP36HeJ6nfK6jBCH3/GgXO0fN6DPe4XpMh/A+txE+mHnsJwqEQzF3CrMlf45QiL29ny3NR7Ku2UTHmtEm13g5vFY7DfnZu8cPXK1IOJeszOfB5J+nO+tw5otiZdcPoP1ttdiBM7DyQbfj+4FCP1/YDfZybW0XzpkqsA91s39JOXW0f9z/iuxx0HhY90UeEJdyffE1ndrPEA719QaJ3T6wtkfzkHhgajBJ45ggXb3LiOL2P9oMO6lckd2EbaoAmrQ6Zt5rd/kr41PBNwxjm2R6qNnmoAhLn4/Cp4TcuxIkDVnNSwzTdjIU43Y+tpHv4T7n0WehpqyH8lXrqd26ktOQc4Rfb2dLox+LPPtwipXgQ/5Z9XLyvjcYMN6ixE32EsFK1OMeGejBB9P0g/YGDdB4LcfHGShq3VeGcAa52C7ua22l/6Djdt63A+xdulnzGNryPz3FuAGxjuwFbrNiI0rlhJZ3Jf5+XcuPof3Y/wRl27NPCdD4ZwJ2pO+0kC53sx+SqmMClTnoj3aG9DV34st5Q9dD6SJgVf1fP7m+UMi0Wpvsft9Cw18IPatyGA38j46wd1R00T3TY3cBZwtipGjvGd5Ydx/k3iZ4Hh5FlruDTmry33+A5N1Zuxzizs5Ew3Fg1rjeRbY6D+FtR4jjGByuM7P+LEcIJO0vGblaZHQeHCA+AZ0aMSDiB/daxC1mxO+DQexFGbiGszluw7n2T0Hkv1kk4tqYFPnbvuIVDz3Sz6+8Pce6D4afdJjPWmXYcS+vpuNvYePec6+bhGyn3X82HrCl2S7HOhp7TYRIk33gmCJ8Ow2x3Dj0mHKzesZfKEjPmVCf7DBuee+vx3MtQG1YyUhIucvE8WD41uj0zA70d1azsGPn2dFIPBZqQwSi9Oxvwn7bj254iN1KmvEHnwxz6TgsBvDTWesadC+MupmdasdHDqXAC7/VJ++BCmFNnwObOrc9K8lAGYDhPSthgUGykbbNgudCL/0A5zjVJ10TDw/BHK2QZGivGm6+HoKwKdw5DoqORMBAifBbIp057p5/eBHgW35LzA6tEPEL49eMcfKGb/mgp7jXb2HCHDWhjq7Wdpuc2sTbgYtmXl+G51YndMvQL52JRwD6mZ4AZy/XA0e189dXRv5Pq+i7e38n+E2bsc0yEn9tJYHFuQ6EnwxUvjwU+n0a7UuVxEuq0NIy02Xm16x8aaLML3K5fTaJHd3LwfQfuxVH6nmwl4Bh7Lhp4UHHhTfpeB2ulM8dUGxOXGOjn4F4/3f3nsN/bTP3dBu8wrvfSvMtBz6FOur/bwM6B2HBPPxOWslnYF/nY+j/LsRu+7ooT+wA4c5YoZA+ulJZipYezv2TUuTZ0DmbpeZUI0711O4fejhIvseFZtRXf0uEg/twKGnc4CfxTO/seW8u+GTZuWbVxuG6HaCQE85ZgG3OtYJvjgJcNrrsUXG6BoZFeJqft+LY34g6382jbJuqClax/cAWusgyXA788O5SfaCAGC6OcPQMQIXrpuWGAppXDzzNSBhYwkMg4lcyJy2D45u6GVBdvmSUcq9m4wjFc+Vhx/OUKljzXSvA0uBfk9FVDAbetLfQtqqctU3fZC0EOdgVh4TrKxzSy456qjlvhUwSe7OTsTeXU/kM9rtlJzdJMN+vanqbqTC89P+rh0D/BrObKy02HCRK/H7vOF0lgwrv5aXzD25vyycJgnOCzTbS+fBFPXSO19l4aNvipa7lI88MVOVR26WXd9lGGegfY7yzs84TkYMGoi7qMEsxftZHKkUj69Q4q/2oJna1BTtW4s47dTg6IdHUVqAodJEP38+EuvkaWuQKBoQltv9FzLkl+xzjbemTo7P9fQwHtcReQRvZ/RnEu/g7gImQYChpPTrr4Z3acdA9feGb7/szSnq/Xu6h82EXlxL4+57o5cqyboMnDBldSG5b85HlUm2RjyVdcdHb4aZ9bii8pP4z/GLhqlhgMOOcyGcBl2fJsDL0fndwHNMkGY4T/rZtdT3Zzdoabdds2UG70xjoRJXh4P7ue6+PcyIMKIz0lbUtY4eqkfW8780t9STlR/PTiojZbwsuCiRM+2DLctnVw/+938dATLTRNr6fxPue4Hi5JG1CgMjRe4uRBOk+Ac335mO/I9LQ9RvCNoSur48f6WO1y5zh0YeiBYXxGBcsW59hTDDj3b/to7zVTfvdmfLc7koK/Zux317N3eZTgSwG6j/npvq6Z2tuGzuxpJQCJobQBSfs6kWB00teUwTmIn9xPU2sPF2/bQGONnd4tdfgfbeLi5g1UTKTndw7bXlh5lsdJPJ+mpjxOMgNtdl7t+thr7FGG22wjy+TSrk86A718ElH6D2yn9fBZ5q9pY8OXINBSh39DDcF717F6udNwgCD6cje9CRurZwdpWFk3+n4xz2wF2e4vIq/62fd8D/2RBKa55fhaVlOea/0xw075A/WUP5DfOo5yIcib/QC99L/jw3nT2AUu328P9RTzUHHTQfw725m/eT2eMhOJ97tpPxACQmy/v3fUp0eFFE12ltznw15iZ/5sy/gOGzPseB9uw/v1GOFQGMqudI/Msdt6hX/+Y8hwYChxws9DWwPELUkXfmW17L7xFnY96af1OTu7H05feUfe7QcgHDkL52NEE8C7pwhf8A6fq0MNJ5m6LKZK8AWXZkHIfNBt2IHQ+1EYyV9wNkwIB0tuSPeZzOyuMRHpEhMmEhkr5NRi9G7bQucNG+mozpQULk7wQDuBDy1UfKM8+1PVsaY7Wd2yNeOaWOZ4qHzYM+bGbBaz5kLgvQij4re/jBDGnvEmIBHpYWern94IONe0UXurGfDSvM3E9r/3s8kXoOLbbayeYGg/t0SQUaJnwF5WmOcJI8GJ/IIFdlyfHbMeJaZMd/1Dhst8QQNCHycT3n6j59yQiR3ja0SJCZNp5MJzYkadrznMSHRJlgBwTnXzBwF2PhfBsnz96N5Ewz1cUgW7LbfX02buxP9MCw/tTZpRalMbVYuM1ivpnnAPD/vIMjPXrHkQOJNUJw+ECQEOm5VMSXONzniULF39Gv1JE3VPBsHiZNmDbTSODIPLKkHwqYdoeTHOtNluKjd1UJEtr9AoFjyPtmF+3s++f3gIf9IsSvXfq2Ls5DxpZSl7Izc0ow1dq8yP9OLv2EnPaXBWbxtu2zaw4xO7aOhoovq1Cpq/l37W0MKUoTHiQfZ1BIjNrGDjuGEY6Z+2J04cZP8JM+VLXRw/6qfzDuflJLYGRA+3s+8dcNVU5NZTbJj1S/V0fCnDAiYrzuWrcS5fPerPFpsdEyHOfgCuS9chI8NCbel7DCQi9Hy/Ff+rEVjoo63GjbkEvJu3YWpvwV9fTeDuZtpWTfAawcjsesmmrDwW6Hwa6wqVx0LWacUqOcl3Suke2GeVpZfPYJTAt+rYl1iCr6XxUkDF2/A0rhMBDh3uJ/olg4GhgQDtB0KYlzaybLGTinET3+S5BVnKim2uk/lLb6EqqTfjeLMo31RP3Jbc+y7bTGIp1yZrr6noy930YsM2O8KRQB+VN429Nx8bqLbi3bwN8x4/+x79Ku3DDxZNcytpbhiZ6ZS0AXbLXFf23lkmC/YFozMKW2+wp+wZFB0Iwxx3gXoLXamg/LXDcGDItHAF9Y9XYJ835lCVuVn9f7tYPT1D0s7BED3/Eh2aOay3n15bmP4ZFiwX+uh5PTZmRpPs0k1POLZiG30y25nvgkB/kNhdQ0GV0Ik+mFGO/XoyzoqVjsl46u6MIi+04o9D/PowMVzpg2svttByNI6juo3VOVfSeVZAO5vxzrTg/JwNnjtOX7Vr+OYpQd+rx2F2Fc4M0wqaypy4F69gyZ2Vo6c8tZWzoX0J0fejmOeY8tr/Vwvr8ma6Pheg4aGVrMy5EjINP/XM0UIfXV1u/CtrWLk3xzwg2ZSQeSjAJwwuM5kmuP1Gz7kREzvGWZSY0geTS2Bamr9PbP+bhp+wTxv1pH3cUqPeszJrDpzN9tW5SjWLzQQZrpvjIfZ/Zx+h67w0/lVuXeuti6qoX1SV+8qNla4n7NhcGaOCYVbsnzXDy0FCgy4cJRB7u58wLiqyPBUdN0xlAqz/o57dfw7mlOPgRpTi+ut66s3JPTRNOFftYPe9pswzx6S8mB5WYsV1bz2ue/Nbd2BiZa/MgWvhCtwPV4zqLW25dR0diysJD5gZm7JlrIKVIYDBCN1bWwj8xpF6KF865/vZtzPARVctVWucOD94iPatLVi3NY/Lj5FKvN9Pw96hm7HaPGbjyzTtdTqm5Y08Xe2EuU7cpgA9r0eoGBm2Eemj54wJ9z0Zkp+bbDgXu1nhKadyUdI1bYmN8roOltwXJjrDjilDgHVSTGV5LMT5lOwKlsdC1mmGGGmz82nXM7Zbw222kWVyadfHPXA39mCiYEqseJueTjmqw7rQy7qRh/03llO/KY4tXW/leBD/t4bb8vvynGn6Qpx4AuIfhol8aMa+yODnytxULh8KUGbOb8WYYHGqWT0nKN5H54EQ5ruaaXYcYW1bO/7P7ab2tixXuSU2PA824nkwlx/Lr9ezp+5pam81YXU4MSd6RvdqGgzR35vAfMd8DSObIjkMJbNgTxWM+OAITbX74dJ059Mwl1kpnT5S7cUJPbuT7gsuar9dzpsbttO+BywrmtmYaKXhqU767sxtjqqU0xOOkirPkRn3XV7MzX5aD87CV3aE1hfj2FaVT/1I25vup63GSndNA1v2OdhRPaZSG4zSv2+om2Xp8nrq83rKkaYCMjh23Xb7ClzPteM/sIT51S54a5+xLu8lVtz3VQIRevce4dziKioWDFdQJSasc3LsVpgYGiaTc8U92S41rkH8K1fSxJXotjhyTKMEHlvJyncL9BSsbBZ2jhP5kNFBv7NhQqaRvDZGlplsE9j+bOdcKpN0jGfZ7NAbIcboXi6RMyFM9vE5CgCDx8iG3RTmbJTRORoGwoQu9fSzYLObCA+Me2ZDODR2uOXIEOAc5HC+Gn3qW7Dz6oNedj2+k57z8/Ft8xkbwpTOYIL4b4e651/aVqNXpul6wiZJ1WvJ4a3C8YKf1p126r1R/HuCmG7fgNvQML8Y4TfCxG1OnJmGgGdTYsJsNnhxuLSRrjVJpbnEhLnE2AMLQ+d1YmQIZZzoexFi5rGJnTOLv99L9zPd9J4+SzQ2ck1iwlI2H+cd5ay40zP6puRS2za0L2Mz7bjmWC69Z8+1x/xEytAH/fi/00ogUop3U73hHDnx0wF2tfrpS8rt5KltJrq1gf2P1hC6txbf3WmCPYNxwkd30bK3j/hCH20Gel6mkvp6zuB069PdLFtuoeG5nXS7NlNRFqU7XfLzsb97axWVQOSYnyMxN1V3X15/U5k9t6F8I8fuNxFCAxexLZj4Lc2Ul8eJnE9TUR4LVacZYKjNzqddn2mgzTayTE7teuEk4nEu/v5yeclpxmlDqUKGHwKOeZhwqdzEnTm35Zc6FJjMWGeaATO2BQ7sN7qx5TN9cj5TqL/fi/+lc7jvqcA5kWH68TCHtrbTO72c+nscmM026k8GaXqiDmim9rZsa5Wi7sgoc6/ncLZ2e14FPtcR2p9ox95Ui+dPovTubKX7Qn6JthPn41wkRiQU5aLN+PBDGS2/WcmSRF7tGQrA9PQSWVaJrcRBVXvH5QUG44RDCTwPr8dTZsHxgIO+H9qp/bIDR8lGKk+00/f2RNfCGNPCKhqr47Q/28CmCybsd9VTf9fUz0BhcziwlFhZvXk1p2rb2beo7VK32fjJ/TRt7SY8aMW9ftulpF1XnMVD/baLtH+3nYfui5OYbsNT3YzP8BPCc5w6HCBcVnE5MJRshouqTfWYbxz/1qieYJcqbysOlwdLTsMPRpRSWganYilHeU9QcrCigcANBezJk9blyjm4ZyX+ExO8cZ7pxD3bT9+JGN47Lh/f0Ik+TLeuY77RZa6Y3Lc/0zmXXWGPsWWBG9uePt6MeSkf2ZWDIYI/M+F+MM2eNLT/5+O8FXb9LIRvweVGNvZ2P+HZ7ksBpfkL3PBkP6H7nZef6saC9J+x4V6QdH4PJkgkTCmT/ieb0Pma6aIqTTfmfCTe7eTRxw8RtVXQ+A+rc7oYC+79Kk2HR18xmixWSqfD0HbaMFuckz/r4vVeNtZHae3YyaZjYL3VR3O10YT1Z+nZ2pL9ws2QbElfM3Xjz/bENNVDniD+rzYRGHUITFjKSoeews904LrRTOkCm+Gb++jRBur2hJl113o2/I0b+0gC3qRZYeqOnqKxzYdzXA+noX0ZGBv4GjHdhnu5F268XL8UrgzFCR5oouWFMFw/PMzfcLmLE365m+CNq9laW3F5FkyzncrNu3Ed9dNdYkl5A5uI9ND+9376PgD7ikba7smUT2lyOe5ro9G0nfbHvsr+CybMNy2jvtl4D5VzoQCB8Cwq7k4V2ErV223IpbwjwOXyZ8a2wMWyG8vz3yCudHks5Pk0NeVxSCHrtMyMtNl5teuG2uwCt+sTkpQbFjDNsFJqZqjMeCw4c7kuyvaAZPgh9igXovQ9t532F8Mw9/JkOgX5PaAQ8xMbcu4UgcNhZn05/8BQYqCHnd/y0xuzU9W0GpcZwIyzehsbEg20P1FHy8UdWXonZak7PmGitMwK01P2d8uDBc+j22DPTvyPrKQ9YcJ80xLWNa2m3EjZGTNz40gbarY5cd1pY2K1cPGaUGAo9lo7W56L4ljuhZc62dJmYXNd+egM4yVWvE0dly4arUub+cEdYDIBOKja1jHUlfgd479rtOvx+HijGfvyWtqW1xr/sYk430uLrx3zxqepHZuQMZWyCmqr+6h7Yj+3tK/DZQbzHAfORT7W/Y23IEmaJ8RWTu32STrVpltxLhrTmOddccfpbV1L++kKtu6sSpFvzoptLnRP6swMVrzfbp6k707PuaarAEOcbJSvKudQayuHZtXiLTMTO+Gn9UULK7aP3HgaWQZCB6pp6K+kbfvkzAA3Vs7bn+KcM65Ax9hWzv13HKL1u4eY9bdebNNj9D/VSrdlBW2XnnrH6W2ppn3GBp6ucWMytP9NuO+poru2lfb/thnfQgvxgQDte07hqdlw6XiYFlVRVVZD6047mx9wYbkQIfCPfk7dVsuG5IP2izBBnFSlCN4CV9eFVhameRVsfHwJls8YzYlzmbP6abqqDSx4wuC2Gp1UIUWPXYtrNc3+1ePfuKY58T1trPt9MM1006NF6X8lRGL2amof8Iyup0pMWOd48N0XJNASoC/kw5lr0H2Gk4rq0bVS4cqQGbvDibt63eWZYAwz41zTwd5Ub5UMXSsNXSmNH05lKpuPw7GM8sdXjx4iPhVKzDjvbWR3oYZAjWLCusA1JlBtZPhHNGUvuPir21n7xCkqWnZTNTf9Z69seSzk+TQ15fGKM9Jm59WuG2mzC9euZ+ylO3Yo87CRHrvZR24AhurfCZhuxoyFZZs6WD32/mGqjAlWjDVZIwlM1ztxe1awZGklruRe5CUW3Os72P3lCInZFi4ensCPzCxnQ3uB7wFLbHgebM5xCJux4aPRVNt6upO19d3Mf3g3G7INrytSeQWGYmd6OfJsJ93955i/qpkNd9vhdivbt+yirjpAxYPrqFhsJ10OLlNBenl+DBJKDYQJ4WHdQuMbbF1ay/2v1dHa7mRHvQeL2c3qhydxHa9J0zCbwfSJdFFtE06Xi/jzQSKrHBMMWGQeRjFZCQ4zNugFGBtudq1ja80u2v+hjs7zCUwWJxWbm6mcncsycaLvx7F+4ZaCB4UKuf3jzrlxS0z2MTbjWruV2j3ttDzSSTxhwrKggsbHK5OC7BHCPwfPmstTQRs5RpRVUN+UoP3JR6l+IoFphg33mpHEpMNKrFR8s5lEx04e9bWTMJmxLfaxrWZ0wsLYz4NEZ7umPkBdEGZs866uiwLNmDFVrLi+6MC0p5P2p2ZRW+nENmNMD41nj8NML+4pH3c+nnnxaq7Qo67LSmxUPFxsAcmJmzbdDKZpqfPLXKLyePUz0mbn164barML1K5f8VI2Mg4AACAASURBVNxMBWfG+UD91XUfmM9QskK4NJQ0NfPs4Snir9T6XK2mmyk1Mfl5UD/GcgwMJQjuWUvT0YvYFlWwcUfV5adFcyto3OsmePQQnf/UQPcTdsMJYadNL8VaZmYaYHwSxdFdGFPLIXiUPJTpvWwLp+s6P/QkaUT056e4eHsFt6RNrpniezIkYrsWjO5+nUJBKlUTrvVP83SGJcwL3Tg7unkzUpmyu75zTRdd4/+cQrZhFBmk62Gx0EdXlh8vSIOepYeH9dZ1NN+6LuNXZFxmMMypoA3v/QbDQga2e0T+25/POTeBY5ws0/4useJ+sBl3uqcmH4Q5dcFDhWt0kNnIMTLfVEl9W5YJ4M0OKje1ZZgmPsabrwaxfdE3uT2/sjxtg2wzzhqrmzObhulPrVjNheoubUzWWWHIJXiUIWlzkqz1sYEZUK4F1qXN7P5sL93PdNKyIVVOl/W03enBlilRdpon7JdM1Q3DhA2fD5iyBDQ+xrLWO4U5D0yL1vF0pguTYSqPmWQujwWt0zJdk2Rrs40sk6ZdN9JmF6Zd/xiZZsZaVlqwSX+MKWX+ci/WG3N4iJS1Lkl3XxpKM+tgkiuVEPyarTsAWwVbn66Y6rW4qv3BRx999FFOnxhMkCB7ngkSiby6BsXO9BOO23AusOaXVb4QhhMJTvuUOft2ppWg74mv0XfrD4wNI5uQK5d0L6sLceKD07LMUlNIKZJaGxR6qpqWxAZ2r8lzBgPJ7P1D1HzPRP0VGkZ2LUu81s7X3nDzgxqjOWQK7N39rH38HL7dtbgn1NEm//N1quTdJhWkHSmAq2A9EvE4F0vMWWYgS/PZ83EuTjeTV5NyxdujAivUsYuF6T8dx7bAiTWPY5CfBNGTQSJmo4lMJ9EVPwfiBF/opM+yDN/t11DrV6jzaUrK49Vnytv1yVaopMoTdo2ej3lIDAQJRszYF9mzTzE/kd+ZSLs9Vp71TvxkN52vl7Ks2qN7kBzkHhgSuVbEg/g3+in9Ztvo4TcictlglO7GOoLeHdTnMR21iIiIiIhc3RQYEhEREREREREpUkq/JCIiIiIiIiJSpBQYEhEREREREREpUgoMiYiIiIiIiIgUKQWGRERERERERESKlAJDIiIiIiIiIiJFSoEhEREREREREZEipcCQiIiIiIiIiEiRUmBIRERERERERKRIKTAkIiIiIiIiIlKkFBgSERERERERESlSCgyJiIiIiIiIiBQpBYZERERERERERIqUAkMiIiIiIiIiIkVKgSERERERERERkSKlwJCIiIiIiIiISJFSYEhEREREREREpEgpMCQiIiIiIiIiUqQUGBIRERERERERKVIKDImIiIiIiIiIFCkFhkREREREREREipQCQyIiIiIiIiIiRUqBIRERERERERGRIqXAkIiIiIiIiIhIkVJgSERERERERESkSCkwJCIiIiIiIiJSpBQYEhEREREREREpUgoMiYiIiIiIiIgUKQWGRERERERERESKlAJDIiIiIiIiIiJFSoEhEREREREREZEipcCQiIiIiIiIiEiRKlxgaPB3/Pb8b/jtbxMF+8q0EsO/deEK/JaIiIiIiIiIyDWqcIGhd/bj+9u/w7f9J0QL9qWpRV/5ztBvdZ2c5F8SEREREREREbl2/WGuH0j8KsjJX/5u/Bvv/Wbo9b/e4+RbP+UX4xaYyZybP4Ml+U+/PkLjxhd4N8PvzVvVSNOdZbmupoiIiIiIiIiIZJFzYOjc/znE1gMD6Rf41Vvs/t5bKd64mYYfrB0dGPqjm7n3kZmkGhB2rv8gu1/5Ta6rJyIiIiIiIiIiBuUcGLLe2cizd47/+7vPbqAx8DtgPjXff5jbPmXgy6aXseDm1L2Bor8+DAwFhqIvNfFwpmCUiIiIiIiIiIjkLOfAUCqxn36f7wZGhped4snvvcCcTXdjKynEt0Ppf69k0yOXh6+pN5GIiIiIiIiIyMTlHxga/B2Rd17hxecP83I4AabrWPq31dgC32fvySNsfOgt7rjnbu7yLMA23ZT6OwzkGAIwfdrJzZ++/P/JvYlERERERERERCQ/uQWGfvmvHPjRK/z05wOc+3XiUm6gTzm+wN+uvZeb/9QEC76F4+UDdDwf5OUDu3n5AJhmXEfprBu5+c+/xKovzmdcmOjTN7P2PhelKX7SdMPMPDZLRERERERERESyyS0wVGoi9sb7/NcfX4ft5gUsXvQFXAvnM+ePk0I9Jdcx586v03rH74iceZXXj73F6+/8mujPg0SXrBofFAL4oxtZcPPnsab5WeUYEhEREREREREpPOOBof/8d/7/9u4+TsuywBv+r6XBF1BBbEJRYvR2qIfJG+RGUymLNdBHsU/aKpaWRGuWipm2hrGULhtrQhpaGRvhqqVxlz0r9ShkGCu+5SqsOzwr4yqEIjiJgDBgMzfx/MGAA8wM18xcw9v1/X4+fE7mPI/rPI+55mQ4zt91vCxckgy9YnSGbtu5MWuWLExza5BtcVgqBp2eikFbv16chcv6Z2DfQ9tUSXMMAQAAABRf4cHQq4/k5maXoW+jYZflvs8O3H7f+mVZtPCZvLZtR0Nq/3txlr/dkNqXXs5rx52fyRcP2dbbyBxDAAAAAB1XeDA04LLcd1crxxdNy0W3LEyOOzff+/szWxwW1qzXF2baDqFT2WGHpueBSQ7vm4G9DkpD0vwwNAAAAADapSjL1bfbEWfmprvO3KNVAAAAAChV79q8efPmNr2iwCXmd3T8xRNy0xm92/gqAAAAADpL23sMdR+YC7/Sa9tS9buy5LczMnPRrkotzIxLp2VOW+vS3HxFAAAAABSk7cHQgb0zYGDhPX/Knp+R7DIYOjYf+8roDNpVsUZWJQMAAADouLYHQ+0cSta6Q9Nv4JCCS1uVDAAAAKDj2j/5dN8zMulrZxS++tiBh7b7UgAAAAAUX/uDobKDc/Ahh+bgIlYGAAAAgN2n/cHQSw/m6ksfbMMLBmb8XZdlQLsvCAAAAEAxtX25+rdXZtELrxS8Ktk7eqXfwGPTo82v21nD69VZtGJjcnj/DOxriBoAAABAe7Q9GAIAAABgv/BXe7oCAAAAAOwZgiEAAACAEiUYAgAAAChRgiEAAACAEiUYAgAAAChRgiEAAACAEiUYAgAAAChRgiEAAACAEiUYAgAAAChRgiEAAACAElVwMPSu6+ft1X+SZHntWltbW1tbW1tbW1tbW1tbW1vbJtvWvGvz5s2bd1kq2Ra+7K0233z6nq4CAAAAwD6l4GAIAAAAgP2LOYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCAAAAKBECYYAAAAASpRgCCgxtZn9jQtywQVb/0xP9Q4lqn/c/H4AAID9jWCoOZsaUreuLg2b9nRFStOapQuyYFFtGvZ0RdqpYWV1Fjy7JGv2dEVo3p9q0+crMzNzZuOf8clN35id2iRJdaZfcEGePumOjDl+d1dsTZY8uyDVK/fwnb9mSRY8W53at/dsNQAAgN3j3e17WXWmX3BTloy+IxPPKt/h2PLMn/FwVp80KiMHdCvobA0rq1O9vFsqBlek9r4rM3XleZl4zbD0aLZ0bWZ/48pMf7GQM4/IhJljUlVI0VVzM+XGB9Lny3dkVP3dGT1xScZ8f2JGvKegb6EFjXXNmNzxjyOy4ztV98r8zPrZrMyveTW167Y8DJb1KE//AcMy8sKRGdS7rH2XfX56LmhP/V+Zn+mPLE7/M8Zk6DGtF63+8QW5ac6uTzli/MyMOaENdUjy6iOTMmlJ8+9Zm71wf678wfwM/fIdGfX+nQ/XPjQ+V86o2Pk+ae97mGT1gvszqfGczd/DHbGP3VONvw8WH3dmxnykT+tFX7g/V/5gec775rUZ1qt91SzIe6q2/1kfeXQqt31RlTEzZyapzeyfN//y5f82PQ+vOTmjzq1Ks7/h1lVn1i+eTs8C/h1t79XMvXlSC79X26q139G7sGxuJt3c+LM+sIPVAAAA9nrtDIZaszqLH5qdJb1HFhwMNX2QTl1tat9oSH2Lpcsz4h9nZkSTPTX/Mjrjf1OXbmdPzIzPVbb4yqQuNT+flEkP1qSuoSx9TvtSxl05NOVdkvylIatX1qZHyxfe3vPTc8HE2c0eqizgYaz2dzflmh8tTs9TRuXym85MVZ+yLT2VVi7O3PumZtLYX6bqi7dmwl/vfJ7aZ+/P9J/NTvUrdWlIWbodU5URnx6TUYM7+DC5enFmPzQ7DQN3/UBb9YWZmfmFVgr8aXbGXzF919ds8X2cnisv2P7124VMjeev2el1lduHF/V1qV1Zm7pCf6670Fog1p4QbDv74z3V+Ptg9sdO3HUwVF+X2pWr0/CXDl7yTwty/0/uzuznl6euYcv3MvLzY3NeC7+Pav/9sdRUjCo4hFxdMzuzlxydkS0FQ28vz9MPzU7F4Cb/jlq8X5Mc38YQtJX7JNl6rzR/bEsQ2mwtCrrHAACA/U/hwVBzDzYzrswFMxr/PnxCZn6h+b452z9MV6by+JrUbOvxMyJjRrepztupWzA9k39Tlx69emTNbyZnauV3MvaU5vtprPm3qbnxl7U5+epbM6r86Uz91tSMv7tHvj+6Km3uR3HCmMycOWa7XQ1PTs1nbp2fij67eLjaVJ1ZP6lOTrs2N1998jsPl13K0q1PVUZe9530nHRFpv5sdmo+ekkquzT9HiblmjuW5MTR4/L94ZXpkTWpmTM9k2++Jkuu/H7GfaS9fVQaUv2H+UmSp59akEsGDWr+obdRzX1XZuqTrX2PdVmdpGJXl93xfaxbkDvHTsrcdZWt9055z4hMnDli+32NvVqyopWH8GYf0Gty0wVNHrSHT8jMk1qpc1sf5Au1391TScPzT2d+kvz701lQNyiDCsuK26/u6Uy59p7kU5dn4pcr0iN1WT7/nky+cXwy5dac10xQUzn6jsz8wu4JRDocHibb3yeN30fFTuetba0WhfekBAAA9nuFB0PbPYhvGaZQ87k7cvPZu36gqvrCzMz8xNYHmIkZc0LjcJiKLWFS7UPj21brTQ2pfeXpzL3v/sxasDo9zxqXmz9bmeX33ZQbb70iox86M5dcMiwfPrZPyrY9AC/P3F8sSIZPyNjT+iQ5L1+68LFcc+/cPHdRVU5uWw2asSaP/W5LsDJ74gXZ7vP8HecqeXN5ljQkFZUVLYQvPVI5sCJZsDhL3kwqt4Ujy/PYvy5IPnJtxp5V2Rhm9UjlWWMz5qVLM+VfH8vyj4zMLvplNF/7J3+YqXPqU3FcRV599Ie5c8DEXPuRln+29XW1qT2kiAHJpoaseXlupt92d55eV5aysppMn3BTVn/h8pw/sLzJz7EARza5V3fsXbH1Pl61IPf/eGuvkqSsR1U+fNElueRjjT+T558uxnfVQfv2PZVVT+eHP5yd+n4VqVg+Nz/8YVUmXtPYQ6+zdDs51844Odl2jW6pPGtMRj17We6ZV5PzLm7sUdjk91ntQ+NzwTc+3LZ7+cWde7TtaJehaDG8XZc1SerqGpK2x9sAAADtHEr2woLMT1L3xILUnj0i5Y1BUdMH19YGdHXIi/dk9DdmpS5l6TN4ZL40ZWSGHrPlUbjy4psz7fT5mfWzX+aeb83KnQ3dMvKmGbnk/UnWLcnilcnJF/Xfdqo+gz6c8ntnpeaV5OQOTgZT+9DkTH++LJWjb20yHGPrfDA7OLxPKsqSuTVLUndWeTMP8mtS/WxNcsjIVBzedP/q1L6SVJxRscMjYFkqjqtI/q02q5O2PcSvqcnsGVNz95OrU3HhxIw7vzy1D07J+DuuyZXPfjZjR49IZUvvTQEPx60PT6lL9YP3ZNaT1alZVpstz7blGXbNxFxS/lim3HhPHrj5yjxQ1i3lvSpSedrIjLpw0JaH91aGku3S29WZPn5S5r5nVL75/fNSeUhDap/6YcZ/b3xebbg1E4fvHcNp9tl7atOWHkdT7306q48blYnXn5fylbMy5capuWbs0/nsV8ZkxPEt3VQ1mX7FBTt/f0210jsxSZNQaKse6dkrqXu7+fGE5WeNzZj5U7PgTyMKnz+ptV5jhQ6jLILlf3gstUlW//7prDll6E5zWtVs7dXZWF8AAIAdtT0Y2lSb2T97OPXvr0rlS3dn6i8rM+78LRO2bhnc0DjpabFrutXxl2Ta9POSg7s124uk2zFDM+r6oRmVpGFdXXJw44G361KXpLxbk8ffA7ulR+oy6xsXZFbjrjZ/yr+pNgvunpLJD72anmeNy5hMzQUX7BBX7Ni7o0tVRn6+KnN/NDXX/+WzGXvxsFS+Z/v5YO55vixVXxyx3ZCfpGfKj0nmvrQkDSlv8iDfkCUvLUmOOTk9C6x2w9JZmXTLA1n8p7qkz9B8dtKYjDhuS5xQce6ETBswO9PvuDvjL7s73Y45MZd89doMa5IO7HKOoYJ0S1Y9luranulZOTQjThqWYWdUpbwsSUZmwowPZ8lTczPrkbmpWb44898cmbE7nKHZoTl/mp3xF7QwlCxJXno6c1eV5/wbzmsMvcpSftqXMubf52fK/AVZM3xE4wP2OyHFbp1/ZR+9p9KwJLNunpIH/qs2dV36ZOjFN2fM8Ip065LkuJGZ8P2qzP7J1Nz9jcty9yF9cuLF1+XajzW5qZoZSlcUm2pS/e/JoM+18K/7Twvy2IsVGdWhieb3gJWz88MHlqfypJNT+4cfZvJDlTvdozvet60NMAMAAEpT24KhdUsy63vjc89LFRkzZUJOXjI1f3fr9bmm+rx86Yvnt77i0YpXtzyor1yTnFCbV5cmyfLUbpvpYvY787y0tEx0axO4tqhxrppWSowYPzNjjmzjp/yb1qTm3+7P9Blzs+TtslRdPDHXnluRbpmYmdsmfm2hd0eS8r+ekGmVW1aQmvr1u3dYQerMjJva3ApSffLhTwzK/XdMz9TjemZMk/lgpv9bMujKDxfcs6PsmA/nks9XJMf1T0WPnX9u3Y4bkbG3jsiX1izJ4peSo3s3HmjXz6D5OU1qHxqfmx5qSFKb2kW1eWDR/Dwwo7nXN3p0Ui4oa723SMO6utTXV2XsT2duCZh2MVFv63Yxz1Gr3rmfC55XZh+/p1JWkQ9fNCYVXSrS/5geOwe3h1RkxNW3ZsSX12RJzZKkd7sGqLVZ7e/uzsNdR2TcSVuCz50nYN7yc95b5tzZsZfPTnHkpobULrw7U747O69+YExuvWZE8rubcs2Pr8mVL4zK5RedmarezZy4bbXYM6EoAACw2xUcDDU8Pz1X3Dw7dT1OzuXfuTbDeifpPTbT+p6YO380PZN/XpFpTSe93cHyFxckSZYsfzVZtya1DUleXJwlb49o7KWzJTzIjy/ITS11N2puwuFk28N/6w/gfVKRpOaV2uSExoecV5ekJpX58JEFvQVNLMkDY6/P/X9Kyt5zcsZ88/JtvW3aomnvpkL1+Mi43Nrt/kz/2aRcMaPJClLX35pRg9swHq5Lj1QUUL6sR0WqBjfZ0dLPoB3Kz2oaeGzV+nLsO9p+7p2y9OjdM127DcqY8WMaex4147iTM6zX7Pzynx9I1VffGUo2/fGyDLry5CItMd/WCX73g3sqSY/jBu36/SvrkYoBg975uohh447qXnogU/+lNsOuH5eqxqXXm7/vdlSeEf/YSu+lTpxjaFdBTO2cG3PNfQ358BduzoSPNPbIGj4hPx1UndkPzMqC2mFFCIY6EooCAAD7koKDobITzs+4b41MxfE7PLD0PjmXfG1QLjmwW8urWG2qydz/t3bLymHzF2R+nyVZcEiP9Hj76cz9w5q0dfBIS0su7zhB7/YPWBXpPyiZvaA6a84elh5Jap5/OjlkWCrek+RPbalBRU4+Z2jqDj0/532oz5YHs2Z1TdkR5SlPWbo27mltufMW7TCnSvngURk3uC2P/jto14P40Fx799icfGD7L1tUhQZUfYdl3PUnpkffJvsOrMqYiePS7cd3Z9IV978z+fSXJuaSDqzA1TH7+D21NdB7cdclmxp6zU8z9pTihY3bWTk7kyY8nPIrv5MxJxRvObQdh1Fu+X2U3RaklJ81MT9tLth6T1VGfHHrz/ToDLt+XOr6FDwQEAAAKFFtGErWIxXNDfH608O5aew9ybYVyrqmW+/y9Dxw62NrXWru+2FmvT0oY/9xWJ67dkqm/jjpcf7EXNcwOeP/5f48fUZDmyq960/8m5vnqFtOPntEuk2cnsm/PDpjej+cyb+pS5+Lh7Vrouw+Z43NJY1/X7Nodmb9em6ernn1neE7h5Tn6MqTM+ycibljwDthQ/Nz82y/SlubbGpI3YYtk+rWrVqS5au6pWJXixO12vNqSUEPuIWGEbseRrXzxOVb7Ngjo/keIm2qR9PMp9egjLp+UJt61rSkYV1d6rMmy2tqU9+nqt2rtO3T91TKM+IfZzYzZLPx32IBw5EaVlanenm3VAyu6HivrZXzM+XGX6bnFydm7Cl7KuzbhYa61L3d5D0evOuXvKOwIK6QYWANdXWp/0tdapctz5puFRnUamkAAGB/075VyZpY/vjcLQHM3PlZfuZ56dOlMqOm3vFOgU11WVLTkKFXfylDe/dI5ecq8/SvKjL2nMpUdrku5z0/NU//V0drUZiyE0Zlwui6TL1vfK5/uywVZ4/LuLM7Ns9J7ZzxueZf1uTDX7g2E66uSPnWHjVv12bJkw9kyrevyGOfK85KV9UzPtM4J887ynqUp+eBSVKeykF90q1HVfrshqlbdjn5dMErMzWduLx5W3tktKseLc4xtIvgpGu3lPfumbK/aualOwwj2voz6NanKoPO6JNhrVSnEKV6T61ecH8mzajIhJljOhYMrVuQ6Tf+MKvPvTUTP7J3zY2zXa/Gsm4p79UtW97noelxQlvq2lIQt1VriwA0mc8tWwLHnt2S9KrMoKE9UmX4GAAAlJQOBUNrnpyaG39em8qzRiSP3J8bb+2Rb14zLH2aDoPpUp4RN92x7QGmfPjE3PWxpKwsSSoz6jt3bHnwf6Hw67Y0lGxHO/cE6paKs8bm1rN2XNuqvWqzYF5NGk4Zl8s/tsOMIgeWp+Jjl2fMormZNG9Baofver6cXaka/dPMHF1AweerO3ilXSu0p86u51lpqcdQ289UVO8flTum7ry7kNXYah9qZudL9+eycbPS/+ppufa01oY1le49VRR11Zn+d5NS/ZGJ+ebQbqlbV7fd4a4trGZYkF0Mwdw6WfN2tk4gXdDQx85/jwuaX+n55nYuyf1fuj6zjhubadcNbXnYMAAAsM9pVzC0Zun8PHzf/Zm1YHX6N66clI+UZ8qNd+aa0bMz8ouXZ+RJFWlmsaskW0Ohjmrr5L6doTyDTq9M2b9Mz50Drs15p+zcu2P6k2Wp/NygDj/A75VaWjWpHfb7lY8O7JaeZUma64G0nRK/pzrqpacze1WSX43PZb/a8WAHJ1Qu4sTr+56u6XZIWdKlKL+8AQCAvUgbg6GGVP/4stw0pz59Bo/Mdd8flUFbH7KOG5kJM05O9ZwHcv9PxmfW9yoKfgjremDPlPfulq5J6guuy/bDIZrXhvDokEEZdf24dOubZFnBlUj58In5fp/ZmfXrO3PTvTvPBzPyhu9nxIC9dI6TjipgZaZCw6NtS3S3ol3hUc/+GXFW0r+lOXjn3JQLWuv5VKzwq8/I3PzTkQUVLel7qpB/18NbmTfphDGZObOt09nvj3ac662j+mTkd36awu5gAABgX/KuzZs3b27TKzY1pCFlux6O0dDQrq5Ba5YuyJK6PqkaUJ499tl04+S7HRp2sie1t/77+ve9l6hbNCv3/6Fnzhw9NLthap7dowP3RsO6utQf2C3ddDbZheWZP+PhrD5pVEYO2IODtV6Zn+mPrM7JnxqZqkP2XDUAAIDdo+3BEAAAAAD7hV3OeAIAAADA/kkwBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJUowBAAAAFCiBEMAAAAAJWr3BEObNmbDurey4e2GIp3wrSxd+EwWLnw5a4p0xt1i6/uwoVjvAwCwT9ur20gNaVj3Vjas25iGTUWoWmu0kQBgj+mcYOjNebn1+q/n6u/P29IoeeGejLnq6xkzc1E7T7gqj37/67n6+u/l0TeT5OU8etuM3HzbI1letErvbNHdX85Fl345Ex5ZWZwTbn0fpvwutcU5IwCwL9mn2kiLcu9VX8+Yq27Jo6s7fLLWaSMBwB7z7na9au3LefyxealZc3D6VJ2aoR88Jgd3aXL8Lxuz+vW3Utt9Y+qLUs2GNLz5VmpfPzgNf+nAad5YmDmzHspvnnslteuSpCw9Ko7Jx0ZcmHOG7PA9tGphZlw6LXNaKzLsstz32YEdqCwAsM/ZF9tIb6/Mohdeyc59dV5uDJc2ZOmiZ7LwsJ1f2qNiSPptt18bCQD2NW0OhjYsmpZrb1n4TvfkR+bl3r6n5u+/fnGOzGm8SAAAHHFJREFUP7ht51p095czce4uCg27LPd9tndbq7mTDYtmZNxtz6S2oSx9Bp6eyz56bLq+UZ35v1uYX905Kb9+7NxM/uqZKS8oHDo2H/vK6Axq7tCyebn5gZc7XN+dbHorSx+dkZvvXZw1GlQAsNfZV9tIWb8wP7/twbzYYoG38uiMGXm0mSPDvzYko7cLhrSRAGBf07ZgaO283H7bwqwpOyYX3HBFPtm3IY9P/3bueOKJfHfWkPzwwv5tOl2fj47O9Sds/erl/Pq2eVmUY3PBV05Pxdbdhx+bZEObzruTt5/JT257JrUNvXL2DTfk4sqDGg8MyWkfeysL77oxNz/2YL4zZ0Amn3VMASc8NP0GDmn+UNmCd/6+aFouumVhx+qeJG88kxlTZ2TOso6fCgDoBPtqGylJjjgzN9115s77a+7NmG8/kQ1JTrp8Sq750EE7l9mJNhIA7GvaFAwtf+KRLGxI+lx4cT5ZcWiS5LTPjsqCZ2bk8Udm5Vf939rSWFm7LGsLOF+PvkMysO/Wr8qyIPOyKIemcuCQDNiuZAcbPTUL8nhDUjbs/CahUKMuh2bgJz6e4x97MC8+uSC1Zx2T8o5d7R1Hn5Hrv9LkM7M2f1K2MUsfui0Tfv5KGg7vn9HfHJilN/682U/sAIA9Z59tI7XkzSdyx51PbDv7H6bflt+877qcfWRZcc6vjQQAe402BEMrs+jfVyXpneFDmvSqOXBIPvbhGXl87suZeVsndA8ugtraLZNH9zuqhe7WR/RORZIXl63Mn5ICgqECxs8nyWHHZuDAY9/5uuknZQU5KAeXlaXfiNG58oIhKe+yMDPaeIbtrFmZp19Ojj+xdw7f8dif/5QFi+pz5IA+6X1ARy4CAKVm320jba8hDSsW5dGHH8y981amIUn5GaNzzVGPZMLdr+Tecddl/uln5eIzT8+AI1vqPaSNBAD7mjYFQ8tfSlJ2TPocsf2RPkcfk+SV9LtoQiaN6J288XAmXNfaWPVmbGrYNulhw6YkBU8EvWvl5b2TrMzS11YmaSYcemNlliRJ3955T5vOvEOX7qYOP7a5vW1WfsZ1uakoZ0qybFVumJtMbq7Rs3p1fjJ3fc44qk8+UeB0BQv+9zO5Lr3zu78pZPgdAOyv9t02UvJKHv/5rDz63LIsefOtbF0tvuyQ3jl7zBW5eGCvJENyZ8XD+cm0h/L4vAczcd6DSVlZyg/vneM/OCTnXHhG+u3UkUgbSRsJgH1F4cHQtvDkyJ3Ckx7v7ZXklSx9vYXgpRCrV+XVJMkrWf5GMrBLOxpOLakclNPKFubxufdkxuD+GT2gyadcm97Kwn/9bV5M0ueUQW0cRtZcl+4mijV+vqg25LrJz7RwrEvOaG73yppcde/6nHHxiQU3iACgZOzLbaT0Ttna6tRsODQ9jz42Jw8emNNOOCkD+h66XamDK87MlZP+Ol9c8XLmPzsvf3j25bz2xit5vPbUfL7Z0WXaSACwr2jfcvWdoGHJy40NnFWpfumtnH3iwFz4lV6Nn5CtzR/ueyCPvt7Okx84JJ//SnVevO2ZzLnl66n50OkZ/qFjtq1KtnBFQ8oqz83fDS/ypzodHj/fGQ7O5OsG7LxaSGPDBgDYu3ReG+mtLF24OF1PGp2vntTkem8uzsI3W35Vz6MHZcTR77Qkaha+nH4Dj02PtlxaGwkA9hqFB0MHHJRuSdJQv/OxTVs2ZX/V3pypIQsWVG/7auHjf8iaU8/IgIFbP3pZmdpZDyTtDYaSHDxgdL43aVDmzHoov3nukUx7KknK0qPimHzy8gtzzpBjcnCbu2a/lZqFz2zr3p0kq1+tztI1Sd3yxXkxH83fXX9m+mw92Obx8wDAXm+fbSO9nEdvm7Hr+YB2aWDG33XZDsGQNhIA7CsKb6Uc0ivlZUmWrcxrm5LyJiFK7YpXkiQ9G1Zm4cKNBa+4sc2GZ/L4E0mOOzVnH/hEfrNoXh599Yx88ui2nKQARwzM8NEDM3x0YcV7/I8hGf5XSXmfg1sosfNkkmWHHJqeByc5+IgMOK6QZV13t3Z0k36zIf+dTTn+zbS7FzwA7Lf22TbSwIy+6wdpuVm0dSLp3hk9eUKGH9FiwWZoIwHAvqINH1/1z4DByZynFqf6pWRg5db9b2XR86uSJLXzHsjN89peiRdn/TJ/SDLgo+fmwoPfypxF1fnV3Q/ntOvP3K5xVQxrHvtevvnrFcmQi/O9T1W1WnbDa4uz8D+Tfu9ryNnbHdlVQ2ovdcKA/O6Ed74sdGLE/++lt1Of5HcvLs/Y/6vP9gf/uDJ/PXllcthh+enfVmoTAVCC9o82UnFoI22jjQTAPqINwVBZBg2pStlT1Znzi4czvLFBsmHR/Zm5KMnRZ2TyxPO2dAluw4obGxZNy3cf2pgcfmouPPXQlHU5LxdXVmdGzYP55k97ZcpnhrRjiFfL6v+8NrWvv5Vs+D+7LrvhrdS+nhz254Zdli3IgMty313FOVXbrMq//vPLmdrsR5SNjZam3tekIVS3NP/Pi3/Jyb0PyIIXX8//XtE7f3Nkl+bLAkBJ2tfbSCsz5x9uyoyXWj4+47ov77wc/HHn5nt/f2YbF+5ogTYSAOwxbRrwXjb4nQbJdeOrM/R9G/L0syuzIQdl+GdGps+uT7GdDf91b/7htoVZk4MyfMz5Ob5LkvTO8K9cluXjp2XO3Bm5fMnL+fuvnd7GM+8uu2pItaCYDamC9Mon/rZXPtHWl/3lrTz9m1X53UGHZsanj8iCn7ycqb94If/j8wMyqFtn1BMA9k37dhupVwZ+anSu/3OBxQuaKFobCQD2FW2cCbF3hl//DymfOS0/mvdyHl2RHHx0VUaPuTjDK5pdq7Rla+fl9u8+kaUNZRnw2a9tv4T8wQMz+sYvp+yWH2RO2WE57IC2nbogc6florkdPUlnNKQ6z8q5z+Uzz21qtcwnhg/J2BOS1K3Mv/5qeabWdsnYi/5H+v5Vl/S9aEP+eNfKXPeThRn7f38gfXdPtQFgH7Avt5HKUv6BIYWHMQVNFK2NBAD7irYvkdGlVwZeNC4/vKiDVz7s9Fz1tY2Zv+nUDP/AoTsfP6QqF3/ze7kwZSnrsnLn4x014PRc//FjWy2y5LcztnQBb1FnNKQ6T+9hJ+Z3w1o6+kqmNu0u/e6GrKg/INd9qn/O2totutsxGXvZwTn5sXV5X8UBWfFcZ9cYAPYh+2wbqZ29e1qljQQA+4r2rp1aFAdXnpnhrRXoUpY2fsZWuPf2z8CBA1stUvb8jKTVYGg/dsAxufzzzYyLL+uVk4f1SpKs2M1VAoBSsWfaSL1ywTe/lhGFrj7W5aC0tG7rfk0bCYD9zB4NhgAA2FuUpdshh+bgQ/Z0PQCA3alzgqHuA3PhV3ql4YBj0rMoJzw4ff7XkAyv6JU+xZpvqChzDO1unbkE7DEZe13bVs543/8qz7fTTBd3AKB5e3UbqYXVx1ox/Gs/yOgBHb1uMWgjAUB7vWvz5s2bO/0qa1/OwiWrksP7Z2DfYvwn+Uoev/eR1OTYDL/49Dat9NHwenUWrdjYpquVHTkwA95bhA7bW9+HA47JgA/07rxhcgDAvmGvaCM1pPa/Fua1QieKbqJHxZD0O6ztr9uJNhIA7DG7JxgCAAAAYK/zV3u6AgAAAADsGYIhAAAAgBIlGAIAAAAoUYIhAAAAgBIlGAIAAAAoUYIhAAAAgBIlGAIAAAAoUYIhAAAAgBIlGAIAAAAoUYIhAAAAgBL17kILvuv6eZ1ZD/YTr147MH3KD8vy2rW2tra2tra7fbsnaCNRCG0kW1tbW9s9uW3NuzZv3ry5kP/MNHooxOabT9/TVQCA3UobiUJoIwGwtyo4GAIAAABg/2KOIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIAS9e5CCy5b9npn1gMAoEP69n3vHrmuNhIAsDfbVRup4GAoScrLe3aoMgAAnaG2dvUevb42EgCwNyqkjWQoGQAAAECJEgwBAAAAlCjBEAAAAECJEgwBAAAAlCjBEAAAAECJEgwBAAAAlCjBEAAAAECJEgwBAAAAlCjBEAAAAECJEgwBAAAAlCjBEAAAAECJEgwBAAAAlCjBEAAAAECJEgwBAAAAlKh3d8ZJ61dUZ86jT2TpinXJYUel30mnZ/iAo9K1SzFO/lpq/mNF6o/+YKqO7Npyudrq/PqRR/PsS/U5qurUfPzjp6Rf9yJcHwCgg9b/sTqLa7un/5B+abF5smlVqh+ek98/tzj1R34wp3x8RE55n8YMAFBcRe4xtCpPTrk0Z352XOatSA447JAcsHFxHrj2Uzn3W3OyYlP7z7z+mWm5evTIDBv2qXz+mqvyL8+ta7Fs/fO35+LzrswDNQdk8In9su7fvpmLP3ltfr2i/dcHAOiY1/LrGy7NxWefmjM/c1muvmZWlrZUdGN17vjsyIz9xeIccOLg9Fv7+9z4mXPytd+8tjsrDACUgHdt3rx5cyEFly17PeXlPXdZrv6FZ1Nz9OBUNf1Aa9G0/M0Xf5bhP/p9/nZA+ypav6I6//nqn5PU5IFrbk/9uFm55exezRR8Nt89+6qsuOoXueXco7buzLO3fzpX//FzeXDyyBzevioAAHup2trV6dv3vXvk2oW2kZL1WfrM4qxK8uZTt+fGnw/OnfOvStVO5erz7G3Dc/Wr1+Z/3zwyRzb2uK5/7vZ8ZuzSfO6BKTmnvKjfAgCwnyqkjVT0OYa6vn+HUChJju6XytRn3br69p/3yKoMHjI4g4d8MEe2Uq7+ud/ngZyfUWce1WRv1ww+96JUPvX7PFHb7ioAAHRA9/QbMnhLe+bYZj7c2qr+2cz7RXLehSO2hUJJ0vXEkbno/U9m3jOrOr+qAEDJ2C2TT6+YOzvzDjo/p/zPVuYEKpKlLz6ZnDY4/Xe81Pv658Q8mZqX2x9OAQB0uj8uzpP5aAZ/YMfGTL9Unpg8+UJNtGYAgGLppGBofap/NS3//OMp+dp5w/PFpz6Y7/382pxyUOdcran6da8l5Ueke5KlP780w4YOzx3P1Sc5Mv0+lKxY1fLcRAAAe9zGdVmRXunVPcnL9+XzHz81Z97+bOqTHPW+U5IVb2T9nq4jALDf6NweQxvXpf6gpH7N0ry4dPd3e16/bmnqsz6r1vpcDQDYB21cl6Ubk/Wr1uklBAB0ik5Zrj7pnqpPXrZlMsWrkvWL7sp1X7wor93663x1SOcPJ8umPydJqkbPycN/k3Q/rGuS17Lqj+m07xgAoJj+vCnJgMvy8MOfTg7qnq5Jat78Y9LlgD1dNQBgP7Jb5hjqPuDT+dwn1+eBX/w+b3bytY467pTkP5ZuWf61S9fGUCjJ+teydEXXVB7dymSPAAB72tH9c0qezR9f3fJl1+7d07VLkqzPipdeS9fjj7LCKgBQNEUOhuqzfm0L+9ckOahrOru/0OEDTk3VC7Pz3B+337/+qTn57UHn55T3d3IFAAA64vCqnDKgJnOeWbr9/rVPZM4jXXPeSTsvcA8A0F5FDYbqF92Vyz91af7pV9VZsXHrztdSfc83M+nR7jnv7FOz40r2BdlUn/Vr1zf+2TLGvn7jqnf2NR10f/TI/O2Fb+a7N9yeZxtDqvUv/jI33vxETrnu06nq0twFAAA6V/369dvaLm9srE9Sn3Xb2jdNGzNH5ZwvXpRVt92QO55pnGZ6fU0e+Pa38+RpN+TTJ+yJ2gMA+6t3bd68eXMhBZctez3l5T13We7N5+7L7T+akd8ueme9jK7lp+Rz42/I505s5zCu52/P0C/f1+LhU8bNyi1nNzn3ptcyb8oNufHBrcu5ds/gL9+RWz5d2ek9lgCA3a+2dnX69n3vHrl2YW2kVfn1dSPzT0+1dPyi3Dn/qjTtC7Ti0Un5xrdnpabxw7buQ67K1G9flMrdsMorALB/KKSNVPRgaJuNjT15unRN9+57KI6pX5/1G5uOzQcA9kd7fzDUTpvqs359fdK1e7oLhACANiqkjdR5a3QdtBc0YLp2z57KpAAAOqzpQhoAAJ1gt6xKBgAAAMDeRzAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlqlODofV/rM6zzyzN+s68CAAAAADt8u7in/K1/PqGG3L/f9Rk6dokuSh3zr8qVcW/EADAXqG+/u09XQUAgHbphGDo0FR98qpc88nkzaduz40/L/4VAAAAAOi4TgiGuqffkMHpl+TN2l7FPz0AAAAARWHyaQAAAIASJRgCAAAAKFGCIQCA3eDBBx/c01UAAPYTxWxXCIYAADqZUAgAKLZitS8EQwAAnUgoBAB0lmK0MwRDAACdRCgEAHS2jrY3ih4M1a9fn/Vrt/x5Y2N9kvqsW7t1X32xLwcAsNc699xz93QVAID9XEfbG+8uUj0arcqcb43MPz3VdN+z+drZv2z8+0W5c/5VqSruRQEA9lrnnnuunkMAQKcoxodQRQ6GeuWcyU/knOKeFABgnyYcAgCKrVg9k80xBACwGxhWBgAUSzHbFYIhAAAAgBIlGAIAAAAoUYIhAAAAgBIlGAIAAAAoUUVelQwAoPSsWbNxT1cBAKBdBEMAAB3Qt+9793QVAADazVAyAAAAgBIlGAIAAAAoUYIhAAAAgBIlGAIAAAAoUYIhAAAAgBIlGAIAAAAoUZ2yXP36Pz6ZOb/9zyxduy6HHNYvVR8fkVPe170zLgUAAABAOxW3x9Cm9Xn2x5fm3C/8KP+5MTnksEPy5xWzc+NnzsnXfvNaUS8FAAAAQMcUucfQW1mx9qO55VeXZvC2DkKX5fz/eW3+ZtK0zDv9WzldxyEAAACAvUJxewx1OSrnXNs0FNriyA99NKekOktXFPVqAAAAAHTA7pl8eu2qLM37clSv3XI1AAAAAAqwG4Kh+jz54F1ZdcbInHJ4518NAAAAgMJ0yqpkTb35yLfzjYcH56t3fzSmFwIAAADYe3RqMFT//O0Z+62anPeDu3LOkZ15JQAAAADaqtOGktU/Py2XX/tkqv5hcq48oWtnXQYAAACAduqUHkNvPjUlY697NidOvj1f/ZAZpwEAAAD2RkUPhlb85oaMnvSf+ei3fpRLP3BA1q9d/87BLl3TvbveQwAAAAB7g3dt3rx5cyEFly17PeXlPVsvVDsrXztvUp5s6fiHxuXBySNjcTIAoJhqa1enb9/37ulqAADsc4obDAEA7AGCIQCA9um0yacBAAAA2LsJhgAAAABKlGAIAAAAoEQJhgAAAABKlGAIAAAAoEQJhgAAAABKlGAIAAAAoEQJhgAAAABKlGAIAAAAoEQJhgAAAABKlGAIAAAAoEQJhgAAAABKlGAIAAAAoES9u+hnrH8t1f+xIn9u5lCvysHpd1jRrwgAAABAOxQ/GFrxZL57ze154/h+OaLL9oeGX3OXYAgAAABgL1H8YGjta6nJyNzyo2tzSteinx0AAACAIumkOYa65hChEAAAAMBerejB0JuvLE1O7Jdem+qzfu36rF+7PvWbin0VAAAAADqq+EPJkuS/puQzZ05Lv/f1Sv2Kmixd2z2Dv3xHbvl0ZXQkAgAAANg7FD0YOvz0L+Z7x3TPBwccla6Nk0+/+fiUjL3+snyj1y9zy4hexb4kAAAAAO1Q/DmGuldm8AnvhEJJcvhpV+WKT9bnybnP5s2iXxAAAACA9uikyad31DWHHJRk0593z+UAAAAA2KUiB0P1Wb++md2blqbmP5IceUS6F/eCAAAAALRTUYOh+hd+lrGfvCz//PjSvFnfuHPt0vz29hvy3UVV+eqnTjH5NAAAAMBeoqiTT3d9/6WZ/O1k0qRLc25t/bb93Qecn6/ffVXOeV8xrwYAAABAR7xr8+bNmwspuGzZ6ykv71n4mTeuz/r6JF27p/tB7awdAEABamtXp2/f9+7pagAA7HOKvlz9NgcJhAAAAAD2ZrtpVTIAAAAA9jaCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFGCIQAAAIASJRgCAAAAKFHvbkvh+vq3O6seAAAAAOxmegwBAAAAlCjBEAAAAECJEgwBAAAAlCjBEAAAAECJKnow9OCDDxb7lABAidKuAADoXEUNhjTeAIBi074AAOg8RQuGNNoAgM6inQEA0DmKEgxprAEAnU17AwCg+IoSDJ177rnFOA0AQIu0NwAAiq9oQ8k01gCAzqKdAQDQOYo6+bRGGwBQbNoXAACd512bN2/eXEjBZcteT48eB3V2fQAA2mzNmo3p2/e9e7oaAAD7nKL2GAIAAABg3yEYAgAAAChRgiEAAACAEiUYAgAAAChR725L4TVrNnZWPQAAAADYzQpelQwAAACA/YuhZAAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKIEQwAAAAAlSjAEAAAAUKKKFwxt2pgN697Khg0NRTslAAAAAJ2neMHQC/dkzFVfz5gpv0ttu0/yVpYufCYLF1an9u2WS6157Hu5+vqv5+pfVLf7SgAAAACl7t1tfUHD69VZtGLjzgeWvbVlu35ZFi18Jq/tVKBX+g08Nj1aPfvLefS2GZmT3hk9uSrDD2y+VP2f16b29beSDf+nrdUHAAAAoFGbg6HV//lAbr53ZcsFXl+YabctbObAwIy/67JdBEMAAAAA7C5tDobKz5iQ+87Yef+L912bCbM3JumfK39wdU47eNfn2rn30ctZniTZkKWLnsnCw945UnbkwAx4b1lbqwsAAABAC9ocDDVnzTM/yHdnbw14FudHtz2Yftefmz5dWn9dy72P3sqjM2bk0SZ7jr94Qm56b+9iVBcAAACAdCQY2rQxy1+Yl9/84qE8uqQhKTs0w68anT6zf5AZix7OdVcszMc+dW7OHjogfQ5svqfPzr2PFmbGpdMa5xiakOFHtLt2AAAAAOxC24KhFU/k3n+dl2f+e2VWv9GQrQvTH1x5aq667MIMPKIsGfAPqXz03tzxi+o8eu+0PHpvUnbIoel5dN8M/NBf5+LT+8eAMAAAAIA9r23BUM+yrHn2law/7ND0GTggJw0+NYNO6J9+hzWJerocmn5nfDmTP7Yxy5c+nj/828L84YU3Uvvf1an98MWth0KbtoZNG1LXynL1AAAAAHRc4cHQ2pezcEky9IrRGbpt58asWbIwza1BtsVhqRh0eioGbf16cRYu65+BfQ9tvviKV7IoSfJWapa9lRx9aJKVmfMPN2XGSwXXFAAAAIAC/P80BcVaC+tDDAAAAABJRU5ErkJggg==" + } + }, + "cell_type": "markdown", + "id": "93f82a65", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7ab340a5", + "metadata": {}, + "outputs": [], + "source": [ + "n,k = 3,10" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "8530fc9e", + "metadata": {}, + "outputs": [], + "source": [ + "coins =[1,2,5]" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "f3f47f7c", + "metadata": {}, + "outputs": [], + "source": [ + "dp = [0 for i in range(k+1)]\n", + "dp[0] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "b2ab7d8d", + "metadata": {}, + "outputs": [], + "source": [ + "for coin in coins:\n", + " for i in range(1, k+1):\n", + " if i-coin >= 0:\n", + " dp[i] += dp[i-1]" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "c95f4c8b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[1, 1, 2, 3, 4, 9, 15, 22, 30, 39, 49]" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dp" + ] + }, + { + "cell_type": "markdown", + "id": "753c372e", + "metadata": {}, + "source": [ + "\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} From db9068031b011dbfc33e619dd546bbe74ff15c47 Mon Sep 17 00:00:00 2001 From: ParkJeongHoon Date: Fri, 29 Apr 2022 13:01:50 +0900 Subject: [PATCH 24/24] '20220429' --- .ipynb_checkpoints/1525-checkpoint.ipynb | 205 ++++++++++--------- .ipynb_checkpoints/2124-checkpoint.ipynb | 233 ++++++++++++++++++++++ .ipynb_checkpoints/2146-checkpoint.ipynb | 239 ++++++----------------- 1525.ipynb | 205 ++++++++++--------- 2124.ipynb | 233 ++++++++++++++++++++++ 2146.ipynb | 239 ++++++----------------- 6 files changed, 784 insertions(+), 570 deletions(-) create mode 100644 .ipynb_checkpoints/2124-checkpoint.ipynb create mode 100644 2124.ipynb diff --git a/.ipynb_checkpoints/1525-checkpoint.ipynb b/.ipynb_checkpoints/1525-checkpoint.ipynb index 4aa258e..9359478 100644 --- a/.ipynb_checkpoints/1525-checkpoint.ipynb +++ b/.ipynb_checkpoints/1525-checkpoint.ipynb @@ -3,11 +3,11 @@ { "attachments": { "image.png": { - "image/png": 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" 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" } }, "cell_type": "markdown", - "id": "2b5bc8eb", + "id": "cb357ba2", "metadata": {}, "source": [ "![image.png](attachment:image.png)" @@ -16,90 +16,51 @@ { "cell_type": "code", "execution_count": null, - "id": "0218d9b9", + "id": "6193804d", "metadata": {}, "outputs": [], "source": [ - "rects = [[0, 2, 4, 4],\n", - "[1, 1, 2, 5],\n", - "[4, 0, 6, 2]]" + "import sys" ] }, { "cell_type": "code", - "execution_count": 307, - "id": "3256044d", + "execution_count": 131, + "id": "ee8a4404", "metadata": {}, "outputs": [], "source": [ - "n,m,k = 5, 7, 3" + "maps = [[1, 1, 1, 0, 0, 0, 0, 1, 1, 1],[1, 1, 1, 1, 0, 0, 0, 0, 1, 1],[1, 0, 1, 1, 0, 0, 0, 0, 1, 1],[0, 0, 1, 1, 1, 0, 0, 0, 0, 1],[0, 0, 0, 1, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 1, 0, 0, 0],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" ] }, { "cell_type": "code", - "execution_count": 308, - "id": "8e6d5141", + "execution_count": 132, + "id": "8858c650", "metadata": {}, "outputs": [], "source": [ - "graph = [[0] * n for i in range(m)]" + "n = 10\n", + "visited = [[False] * n for _ in range(n)]\n", + "dist = [[-1]* n for _ in range(n)]\n", + "answer = sys.maxsize" ] }, { "cell_type": "code", - "execution_count": 309, - "id": "87ff3d71", + "execution_count": 133, + "id": "f3f75c99", "metadata": {}, "outputs": [], "source": [ - "for rect in rects:\n", - " for x in range(rect[0],rect[2]):\n", - " for y in range(rect[1],rect[3]):\n", - " graph[x][y] = 1" - ] - }, - { - "cell_type": "code", - "execution_count": 310, - "id": "ff3ef734", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[0, 0, 1, 1, 0],\n", - " [0, 1, 1, 1, 1],\n", - " [0, 0, 1, 1, 0],\n", - " [0, 0, 1, 1, 0],\n", - " [1, 1, 0, 0, 0],\n", - " [1, 1, 0, 0, 0],\n", - " [0, 0, 0, 0, 0]]" - ] - }, - "execution_count": 310, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "graph" - ] - }, - { - "cell_type": "code", - "execution_count": 311, - "id": "d51de7a7", - "metadata": {}, - "outputs": [], - "source": [ - "def bfs (start):\n", + "def bfs1 (start):\n", + " global count\n", " queue = []\n", - " a, b = start \n", + " a,b = start \n", " queue.append((a,b))\n", - " visited = [ [False] * n for i in range(m)]\n", " visited[a][b] = True\n", - " graph[a][b] = 1 \n", - " count = 1\n", + " maps[a][b] = count \n", + " \n", " while queue:\n", " x, y = queue.pop(0)\n", " dx = [1,-1,0,0]\n", @@ -108,102 +69,134 @@ " for i in range(4):\n", " nx = x + dx[i]\n", " ny = y + dy[i]\n", - " #print(nx,ny)\n", - " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", - " continue \n", - " if graph[nx][ny] == 0 and visited[nx][ny] == False:\n", - " #print(nx,ny,'**')\n", - " graph[nx][ny] = 1 \n", + " \n", + " if nx < 0 or nx >= n or ny < 0 or ny >= n :\n", + " continue\n", + " \n", + " if maps[nx][ny] == 1 and not visited[nx][ny]:\n", + " #print('**')\n", " visited[nx][ny] = True\n", + " maps[nx][ny] = count\n", " queue.append((nx,ny))\n", - " count += 1\n", - " return count" + " #print(visited)" ] }, { "cell_type": "code", - "execution_count": 312, - "id": "522acdb2", + "execution_count": 134, + "id": "e907e2f3", "metadata": {}, "outputs": [], "source": [ - "count = 0 \n", - "answer = []\n", - "for i in range(m):\n", + "count = 1 \n", + "for i in range(n):\n", " for j in range(n):\n", - " if graph[i][j] == 0:\n", + " if maps[i][j] == 1 and not visited[i][j]:\n", " start = (i,j)\n", - " answer.append(bfs(start))\n", + " bfs1(start)\n", " count += 1" ] }, { "cell_type": "code", - "execution_count": 313, - "id": "a0022117", + "execution_count": 135, + "id": "b75dc988", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[7, 1, 13]" + "[[1, 1, 1, 0, 0, 0, 0, 2, 2, 2],\n", + " [1, 1, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [1, 0, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [0, 0, 1, 1, 1, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 1, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 3, 0, 0, 0],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" ] }, - "execution_count": 313, + "execution_count": 135, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "answer" + "maps" ] }, { "cell_type": "code", - "execution_count": 317, - "id": "32233e35", + "execution_count": 136, + "id": "1078d28a", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3" - ] - }, - "execution_count": 317, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], + "source": [ + "def bfs2(count):\n", + " queue = []\n", + " global answer\n", + " for i in range(n):\n", + " for j in range(n):\n", + " if maps[i][j] == count:\n", + " queue.append((i,j))\n", + " dist[i][j] = 0\n", + " while queue:\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " x,y = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx <0 or nx >= n or ny <0 or ny >= n:\n", + " continue\n", + " \n", + " # 다른 땅을 만났을때 \n", + " if maps[nx][ny] > 0 and maps[nx][ny] != count:\n", + " answer = min(answer,dist[x][y])\n", + " return \n", + " \n", + " # 바다를 만나면 dist + 1 \n", + " if maps[nx][ny] == 0 and dist[nx][ny] == -1:\n", + " dist[nx][ny] = dist[x][y] + 1\n", + " queue.append((nx,ny))" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "786c5674", + "metadata": {}, + "outputs": [], "source": [ - "count" + "for i in range(1,count):\n", + " bfs2(i)" ] }, { "cell_type": "code", - "execution_count": 234, - "id": "c6a543d9", + "execution_count": 138, + "id": "a8ae46ac", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 234, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n" + ] } ], "source": [ - "vistied[1][0]" + "print(answer)" ] }, { "cell_type": "code", "execution_count": null, - "id": "02e3e5aa", + "id": "8ae378fd", "metadata": {}, "outputs": [], "source": [] diff --git a/.ipynb_checkpoints/2124-checkpoint.ipynb b/.ipynb_checkpoints/2124-checkpoint.ipynb new file mode 100644 index 0000000..4aa258e --- /dev/null +++ b/.ipynb_checkpoints/2124-checkpoint.ipynb @@ -0,0 +1,233 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "2b5bc8eb", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0218d9b9", + "metadata": {}, + "outputs": [], + "source": [ + "rects = [[0, 2, 4, 4],\n", + "[1, 1, 2, 5],\n", + "[4, 0, 6, 2]]" + ] + }, + { + "cell_type": "code", + "execution_count": 307, + "id": "3256044d", + "metadata": {}, + "outputs": [], + "source": [ + "n,m,k = 5, 7, 3" + ] + }, + { + "cell_type": "code", + "execution_count": 308, + "id": "8e6d5141", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[0] * n for i in range(m)]" + ] + }, + { + "cell_type": "code", + "execution_count": 309, + "id": "87ff3d71", + "metadata": {}, + "outputs": [], + "source": [ + "for rect in rects:\n", + " for x in range(rect[0],rect[2]):\n", + " for y in range(rect[1],rect[3]):\n", + " graph[x][y] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 310, + "id": "ff3ef734", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 0, 1, 1, 0],\n", + " [0, 1, 1, 1, 1],\n", + " [0, 0, 1, 1, 0],\n", + " [0, 0, 1, 1, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [0, 0, 0, 0, 0]]" + ] + }, + "execution_count": 310, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph" + ] + }, + { + "cell_type": "code", + "execution_count": 311, + "id": "d51de7a7", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start):\n", + " queue = []\n", + " a, b = start \n", + " queue.append((a,b))\n", + " visited = [ [False] * n for i in range(m)]\n", + " visited[a][b] = True\n", + " graph[a][b] = 1 \n", + " count = 1\n", + " while queue:\n", + " x, y = queue.pop(0)\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " \n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", + " continue \n", + " if graph[nx][ny] == 0 and visited[nx][ny] == False:\n", + " #print(nx,ny,'**')\n", + " graph[nx][ny] = 1 \n", + " visited[nx][ny] = True\n", + " queue.append((nx,ny))\n", + " count += 1\n", + " return count" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "522acdb2", + "metadata": {}, + "outputs": [], + "source": [ + "count = 0 \n", + "answer = []\n", + "for i in range(m):\n", + " for j in range(n):\n", + " if graph[i][j] == 0:\n", + " start = (i,j)\n", + " answer.append(bfs(start))\n", + " count += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 313, + "id": "a0022117", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[7, 1, 13]" + ] + }, + "execution_count": 313, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": 317, + "id": "32233e35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 317, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "count" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "c6a543d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 234, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vistied[1][0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02e3e5aa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/.ipynb_checkpoints/2146-checkpoint.ipynb b/.ipynb_checkpoints/2146-checkpoint.ipynb index 9359478..dd3fae5 100644 --- a/.ipynb_checkpoints/2146-checkpoint.ipynb +++ b/.ipynb_checkpoints/2146-checkpoint.ipynb @@ -3,11 +3,11 @@ { "attachments": { "image.png": { - "image/png": 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" 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" } }, "cell_type": "markdown", - "id": "cb357ba2", + "id": "d98dd390", "metadata": {}, "source": [ "![image.png](attachment:image.png)" @@ -16,190 +16,71 @@ { "cell_type": "code", "execution_count": null, - "id": "6193804d", + "id": "05191c8f", "metadata": {}, "outputs": [], "source": [ - "import sys" - ] - }, - { - "cell_type": "code", - "execution_count": 131, - "id": "ee8a4404", - "metadata": {}, - "outputs": [], - "source": [ - "maps = [[1, 1, 1, 0, 0, 0, 0, 1, 1, 1],[1, 1, 1, 1, 0, 0, 0, 0, 1, 1],[1, 0, 1, 1, 0, 0, 0, 0, 1, 1],[0, 0, 1, 1, 1, 0, 0, 0, 0, 1],[0, 0, 0, 1, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 1, 0, 0, 0],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" - ] - }, - { - "cell_type": "code", - "execution_count": 132, - "id": "8858c650", - "metadata": {}, - "outputs": [], - "source": [ - "n = 10\n", - "visited = [[False] * n for _ in range(n)]\n", - "dist = [[-1]* n for _ in range(n)]\n", - "answer = sys.maxsize" - ] - }, - { - "cell_type": "code", - "execution_count": 133, - "id": "f3f75c99", - "metadata": {}, - "outputs": [], - "source": [ - "def bfs1 (start):\n", - " global count\n", - " queue = []\n", - " a,b = start \n", - " queue.append((a,b))\n", - " visited[a][b] = True\n", - " maps[a][b] = count \n", - " \n", - " while queue:\n", - " x, y = queue.pop(0)\n", - " dx = [1,-1,0,0]\n", - " dy = [0,0,1,-1]\n", - " \n", + "import sys\n", + "from collections import deque\n", + "\n", + "# 상, 하, 좌, 우\n", + "dx = [0, 0, 1, -1]\n", + "dy = [1, -1, 0, 0]\n", + "\n", + "def bfs():\n", + "\n", + " while q:\n", + " now = q.popleft()\n", + "\n", + " # 만족하는 퍼즐일 경우 이동횟수 리턴\n", + " if now == \"123456789\":\n", + " return cntDict[now]\n", + "\n", + " # 현재 빈칸 위치 (행, 열) \n", + " pos = now.find(\"9\")\n", + " x = pos // 3\n", + " y = pos % 3\n", + "\n", " for i in range(4):\n", " nx = x + dx[i]\n", " ny = y + dy[i]\n", - " \n", - " if nx < 0 or nx >= n or ny < 0 or ny >= n :\n", - " continue\n", - " \n", - " if maps[nx][ny] == 1 and not visited[nx][ny]:\n", - " #print('**')\n", - " visited[nx][ny] = True\n", - " maps[nx][ny] = count\n", - " queue.append((nx,ny))\n", - " #print(visited)" - ] - }, - { - "cell_type": "code", - "execution_count": 134, - "id": "e907e2f3", - "metadata": {}, - "outputs": [], - "source": [ - "count = 1 \n", - "for i in range(n):\n", - " for j in range(n):\n", - " if maps[i][j] == 1 and not visited[i][j]:\n", - " start = (i,j)\n", - " bfs1(start)\n", - " count += 1" + "\n", + " if 0 <= nx < 3 and 0 <= ny < 3:\n", + " # 이동할 위치\n", + " nPos = nx * 3 + ny\n", + " # 이동된 상태 설정\n", + " nextNum = list(now)\n", + " nextNum[nPos], nextNum[pos] = nextNum[pos], nextNum[nPos]\n", + " nextNum = \"\".join(nextNum)\n", + "\n", + " if not cntDict.get(nextNum):\n", + " # 이동된 상태 저장, 이동횟수 + 1\n", + " q.append(nextNum)\n", + " cntDict[nextNum] = cntDict[now] + 1\n", + "\n", + "\n", + "# 초기 퍼즐 상태\n", + "start = \"\"\n", + "for _ in range(3):\n", + " # 입력 -> 123456780 형태로 변환\n", + " temp = sys.stdin.readline().strip()\n", + " temp = temp.replace(\" \", \"\")\n", + " start += temp\n", + "\n", + "start = start.replace(\"0\", \"9\")\n", + "\n", + "# 이동된 상태 저장\n", + "q = deque()\n", + "q.append(start)\n", + "\n", + "# 이동된 상태, 이동횟수 저장\n", + "cntDict = dict()\n", + "cntDict[start] = 0\n", + "\n", + "# 이동이 불가하면 \"-1\"을 출력\n", + "result = bfs()\n", + "print(result if result != None else \"-1\" )" ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "b75dc988", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[1, 1, 1, 0, 0, 0, 0, 2, 2, 2],\n", - " [1, 1, 1, 1, 0, 0, 0, 0, 2, 2],\n", - " [1, 0, 1, 1, 0, 0, 0, 0, 2, 2],\n", - " [0, 0, 1, 1, 1, 0, 0, 0, 0, 2],\n", - " [0, 0, 0, 1, 0, 0, 0, 0, 0, 2],\n", - " [0, 0, 0, 0, 0, 0, 0, 0, 0, 2],\n", - " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n", - " [0, 0, 0, 0, 3, 3, 0, 0, 0, 0],\n", - " [0, 0, 0, 0, 3, 3, 3, 0, 0, 0],\n", - " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" - ] - }, - "execution_count": 135, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "maps" - ] - }, - { - "cell_type": "code", - "execution_count": 136, - "id": "1078d28a", - "metadata": {}, - "outputs": [], - "source": [ - "def bfs2(count):\n", - " queue = []\n", - " global answer\n", - " for i in range(n):\n", - " for j in range(n):\n", - " if maps[i][j] == count:\n", - " queue.append((i,j))\n", - " dist[i][j] = 0\n", - " while queue:\n", - " dx = [1,-1,0,0]\n", - " dy = [0,0,1,-1]\n", - " x,y = queue.pop(0)\n", - " for i in range(4):\n", - " nx = x + dx[i]\n", - " ny = y + dy[i]\n", - " #print(nx,ny)\n", - " if nx <0 or nx >= n or ny <0 or ny >= n:\n", - " continue\n", - " \n", - " # 다른 땅을 만났을때 \n", - " if maps[nx][ny] > 0 and maps[nx][ny] != count:\n", - " answer = min(answer,dist[x][y])\n", - " return \n", - " \n", - " # 바다를 만나면 dist + 1 \n", - " if maps[nx][ny] == 0 and dist[nx][ny] == -1:\n", - " dist[nx][ny] = dist[x][y] + 1\n", - " queue.append((nx,ny))" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "id": "786c5674", - "metadata": {}, - "outputs": [], - "source": [ - "for i in range(1,count):\n", - " bfs2(i)" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "id": "a8ae46ac", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3\n" - ] - } - ], - "source": [ - "print(answer)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8ae378fd", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/1525.ipynb b/1525.ipynb index 4aa258e..9359478 100644 --- a/1525.ipynb +++ b/1525.ipynb @@ -3,11 +3,11 @@ { "attachments": { "image.png": { - "image/png": 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" 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" } }, "cell_type": "markdown", - "id": "2b5bc8eb", + "id": "cb357ba2", "metadata": {}, "source": [ "![image.png](attachment:image.png)" @@ -16,90 +16,51 @@ { "cell_type": "code", "execution_count": null, - "id": "0218d9b9", + "id": "6193804d", "metadata": {}, "outputs": [], "source": [ - "rects = [[0, 2, 4, 4],\n", - "[1, 1, 2, 5],\n", - "[4, 0, 6, 2]]" + "import sys" ] }, { "cell_type": "code", - "execution_count": 307, - "id": "3256044d", + "execution_count": 131, + "id": "ee8a4404", "metadata": {}, "outputs": [], "source": [ - "n,m,k = 5, 7, 3" + "maps = [[1, 1, 1, 0, 0, 0, 0, 1, 1, 1],[1, 1, 1, 1, 0, 0, 0, 0, 1, 1],[1, 0, 1, 1, 0, 0, 0, 0, 1, 1],[0, 0, 1, 1, 1, 0, 0, 0, 0, 1],[0, 0, 0, 1, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 1, 0, 0, 0],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" ] }, { "cell_type": "code", - "execution_count": 308, - "id": "8e6d5141", + "execution_count": 132, + "id": "8858c650", "metadata": {}, "outputs": [], "source": [ - "graph = [[0] * n for i in range(m)]" + "n = 10\n", + "visited = [[False] * n for _ in range(n)]\n", + "dist = [[-1]* n for _ in range(n)]\n", + "answer = sys.maxsize" ] }, { "cell_type": "code", - "execution_count": 309, - "id": "87ff3d71", + "execution_count": 133, + "id": "f3f75c99", "metadata": {}, "outputs": [], "source": [ - "for rect in rects:\n", - " for x in range(rect[0],rect[2]):\n", - " for y in range(rect[1],rect[3]):\n", - " graph[x][y] = 1" - ] - }, - { - "cell_type": "code", - "execution_count": 310, - "id": "ff3ef734", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[0, 0, 1, 1, 0],\n", - " [0, 1, 1, 1, 1],\n", - " [0, 0, 1, 1, 0],\n", - " [0, 0, 1, 1, 0],\n", - " [1, 1, 0, 0, 0],\n", - " [1, 1, 0, 0, 0],\n", - " [0, 0, 0, 0, 0]]" - ] - }, - "execution_count": 310, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "graph" - ] - }, - { - "cell_type": "code", - "execution_count": 311, - "id": "d51de7a7", - "metadata": {}, - "outputs": [], - "source": [ - "def bfs (start):\n", + "def bfs1 (start):\n", + " global count\n", " queue = []\n", - " a, b = start \n", + " a,b = start \n", " queue.append((a,b))\n", - " visited = [ [False] * n for i in range(m)]\n", " visited[a][b] = True\n", - " graph[a][b] = 1 \n", - " count = 1\n", + " maps[a][b] = count \n", + " \n", " while queue:\n", " x, y = queue.pop(0)\n", " dx = [1,-1,0,0]\n", @@ -108,102 +69,134 @@ " for i in range(4):\n", " nx = x + dx[i]\n", " ny = y + dy[i]\n", - " #print(nx,ny)\n", - " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", - " continue \n", - " if graph[nx][ny] == 0 and visited[nx][ny] == False:\n", - " #print(nx,ny,'**')\n", - " graph[nx][ny] = 1 \n", + " \n", + " if nx < 0 or nx >= n or ny < 0 or ny >= n :\n", + " continue\n", + " \n", + " if maps[nx][ny] == 1 and not visited[nx][ny]:\n", + " #print('**')\n", " visited[nx][ny] = True\n", + " maps[nx][ny] = count\n", " queue.append((nx,ny))\n", - " count += 1\n", - " return count" + " #print(visited)" ] }, { "cell_type": "code", - "execution_count": 312, - "id": "522acdb2", + "execution_count": 134, + "id": "e907e2f3", "metadata": {}, "outputs": [], "source": [ - "count = 0 \n", - "answer = []\n", - "for i in range(m):\n", + "count = 1 \n", + "for i in range(n):\n", " for j in range(n):\n", - " if graph[i][j] == 0:\n", + " if maps[i][j] == 1 and not visited[i][j]:\n", " start = (i,j)\n", - " answer.append(bfs(start))\n", + " bfs1(start)\n", " count += 1" ] }, { "cell_type": "code", - "execution_count": 313, - "id": "a0022117", + "execution_count": 135, + "id": "b75dc988", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[7, 1, 13]" + "[[1, 1, 1, 0, 0, 0, 0, 2, 2, 2],\n", + " [1, 1, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [1, 0, 1, 1, 0, 0, 0, 0, 2, 2],\n", + " [0, 0, 1, 1, 1, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 1, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 2],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 0, 0, 0, 0],\n", + " [0, 0, 0, 0, 3, 3, 3, 0, 0, 0],\n", + " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" ] }, - "execution_count": 313, + "execution_count": 135, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "answer" + "maps" ] }, { "cell_type": "code", - "execution_count": 317, - "id": "32233e35", + "execution_count": 136, + "id": "1078d28a", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "3" - ] - }, - "execution_count": 317, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], + "source": [ + "def bfs2(count):\n", + " queue = []\n", + " global answer\n", + " for i in range(n):\n", + " for j in range(n):\n", + " if maps[i][j] == count:\n", + " queue.append((i,j))\n", + " dist[i][j] = 0\n", + " while queue:\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " x,y = queue.pop(0)\n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx <0 or nx >= n or ny <0 or ny >= n:\n", + " continue\n", + " \n", + " # 다른 땅을 만났을때 \n", + " if maps[nx][ny] > 0 and maps[nx][ny] != count:\n", + " answer = min(answer,dist[x][y])\n", + " return \n", + " \n", + " # 바다를 만나면 dist + 1 \n", + " if maps[nx][ny] == 0 and dist[nx][ny] == -1:\n", + " dist[nx][ny] = dist[x][y] + 1\n", + " queue.append((nx,ny))" + ] + }, + { + "cell_type": "code", + "execution_count": 137, + "id": "786c5674", + "metadata": {}, + "outputs": [], "source": [ - "count" + "for i in range(1,count):\n", + " bfs2(i)" ] }, { "cell_type": "code", - "execution_count": 234, - "id": "c6a543d9", + "execution_count": 138, + "id": "a8ae46ac", "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "False" - ] - }, - "execution_count": 234, - "metadata": {}, - "output_type": "execute_result" + "name": "stdout", + "output_type": "stream", + "text": [ + "3\n" + ] } ], "source": [ - "vistied[1][0]" + "print(answer)" ] }, { "cell_type": "code", "execution_count": null, - "id": "02e3e5aa", + "id": "8ae378fd", "metadata": {}, "outputs": [], "source": [] diff --git a/2124.ipynb b/2124.ipynb new file mode 100644 index 0000000..4aa258e --- /dev/null +++ b/2124.ipynb @@ -0,0 +1,233 @@ +{ + "cells": [ + { + "attachments": { + "image.png": { + "image/png": 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" + } + }, + "cell_type": "markdown", + "id": "2b5bc8eb", + "metadata": {}, + "source": [ + "![image.png](attachment:image.png)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0218d9b9", + "metadata": {}, + "outputs": [], + "source": [ + "rects = [[0, 2, 4, 4],\n", + "[1, 1, 2, 5],\n", + "[4, 0, 6, 2]]" + ] + }, + { + "cell_type": "code", + "execution_count": 307, + "id": "3256044d", + "metadata": {}, + "outputs": [], + "source": [ + "n,m,k = 5, 7, 3" + ] + }, + { + "cell_type": "code", + "execution_count": 308, + "id": "8e6d5141", + "metadata": {}, + "outputs": [], + "source": [ + "graph = [[0] * n for i in range(m)]" + ] + }, + { + "cell_type": "code", + "execution_count": 309, + "id": "87ff3d71", + "metadata": {}, + "outputs": [], + "source": [ + "for rect in rects:\n", + " for x in range(rect[0],rect[2]):\n", + " for y in range(rect[1],rect[3]):\n", + " graph[x][y] = 1" + ] + }, + { + "cell_type": "code", + "execution_count": 310, + "id": "ff3ef734", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[[0, 0, 1, 1, 0],\n", + " [0, 1, 1, 1, 1],\n", + " [0, 0, 1, 1, 0],\n", + " [0, 0, 1, 1, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [1, 1, 0, 0, 0],\n", + " [0, 0, 0, 0, 0]]" + ] + }, + "execution_count": 310, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "graph" + ] + }, + { + "cell_type": "code", + "execution_count": 311, + "id": "d51de7a7", + "metadata": {}, + "outputs": [], + "source": [ + "def bfs (start):\n", + " queue = []\n", + " a, b = start \n", + " queue.append((a,b))\n", + " visited = [ [False] * n for i in range(m)]\n", + " visited[a][b] = True\n", + " graph[a][b] = 1 \n", + " count = 1\n", + " while queue:\n", + " x, y = queue.pop(0)\n", + " dx = [1,-1,0,0]\n", + " dy = [0,0,1,-1]\n", + " \n", + " for i in range(4):\n", + " nx = x + dx[i]\n", + " ny = y + dy[i]\n", + " #print(nx,ny)\n", + " if nx < 0 or nx >= m or ny < 0 or ny >= n:\n", + " continue \n", + " if graph[nx][ny] == 0 and visited[nx][ny] == False:\n", + " #print(nx,ny,'**')\n", + " graph[nx][ny] = 1 \n", + " visited[nx][ny] = True\n", + " queue.append((nx,ny))\n", + " count += 1\n", + " return count" + ] + }, + { + "cell_type": "code", + "execution_count": 312, + "id": "522acdb2", + "metadata": {}, + "outputs": [], + "source": [ + "count = 0 \n", + "answer = []\n", + "for i in range(m):\n", + " for j in range(n):\n", + " if graph[i][j] == 0:\n", + " start = (i,j)\n", + " answer.append(bfs(start))\n", + " count += 1" + ] + }, + { + "cell_type": "code", + "execution_count": 313, + "id": "a0022117", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[7, 1, 13]" + ] + }, + "execution_count": 313, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "answer" + ] + }, + { + "cell_type": "code", + "execution_count": 317, + "id": "32233e35", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "3" + ] + }, + "execution_count": 317, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "count" + ] + }, + { + "cell_type": "code", + "execution_count": 234, + "id": "c6a543d9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "False" + ] + }, + "execution_count": 234, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vistied[1][0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "02e3e5aa", + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.11" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/2146.ipynb b/2146.ipynb index 9359478..dd3fae5 100644 --- a/2146.ipynb +++ b/2146.ipynb @@ -3,11 +3,11 @@ { "attachments": { "image.png": { - "image/png": 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" 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" } }, "cell_type": "markdown", - "id": "cb357ba2", + "id": "d98dd390", "metadata": {}, "source": [ "![image.png](attachment:image.png)" @@ -16,190 +16,71 @@ { "cell_type": "code", "execution_count": null, - "id": "6193804d", + "id": "05191c8f", "metadata": {}, "outputs": [], "source": [ - "import sys" - ] - }, - { - "cell_type": "code", - "execution_count": 131, - "id": "ee8a4404", - "metadata": {}, - "outputs": [], - "source": [ - "maps = [[1, 1, 1, 0, 0, 0, 0, 1, 1, 1],[1, 1, 1, 1, 0, 0, 0, 0, 1, 1],[1, 0, 1, 1, 0, 0, 0, 0, 1, 1],[0, 0, 1, 1, 1, 0, 0, 0, 0, 1],[0, 0, 0, 1, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 1],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 0, 0, 0, 0],[0, 0, 0, 0, 1, 1, 1, 0, 0, 0],[0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" - ] - }, - { - "cell_type": "code", - "execution_count": 132, - "id": "8858c650", - "metadata": {}, - "outputs": [], - "source": [ - "n = 10\n", - "visited = [[False] * n for _ in range(n)]\n", - "dist = [[-1]* n for _ in range(n)]\n", - "answer = sys.maxsize" - ] - }, - { - "cell_type": "code", - "execution_count": 133, - "id": "f3f75c99", - "metadata": {}, - "outputs": [], - "source": [ - "def bfs1 (start):\n", - " global count\n", - " queue = []\n", - " a,b = start \n", - " queue.append((a,b))\n", - " visited[a][b] = True\n", - " maps[a][b] = count \n", - " \n", - " while queue:\n", - " x, y = queue.pop(0)\n", - " dx = [1,-1,0,0]\n", - " dy = [0,0,1,-1]\n", - " \n", + "import sys\n", + "from collections import deque\n", + "\n", + "# 상, 하, 좌, 우\n", + "dx = [0, 0, 1, -1]\n", + "dy = [1, -1, 0, 0]\n", + "\n", + "def bfs():\n", + "\n", + " while q:\n", + " now = q.popleft()\n", + "\n", + " # 만족하는 퍼즐일 경우 이동횟수 리턴\n", + " if now == \"123456789\":\n", + " return cntDict[now]\n", + "\n", + " # 현재 빈칸 위치 (행, 열) \n", + " pos = now.find(\"9\")\n", + " x = pos // 3\n", + " y = pos % 3\n", + "\n", " for i in range(4):\n", " nx = x + dx[i]\n", " ny = y + dy[i]\n", - " \n", - " if nx < 0 or nx >= n or ny < 0 or ny >= n :\n", - " continue\n", - " \n", - " if maps[nx][ny] == 1 and not visited[nx][ny]:\n", - " #print('**')\n", - " visited[nx][ny] = True\n", - " maps[nx][ny] = count\n", - " queue.append((nx,ny))\n", - " #print(visited)" - ] - }, - { - "cell_type": "code", - "execution_count": 134, - "id": "e907e2f3", - "metadata": {}, - "outputs": [], - "source": [ - "count = 1 \n", - "for i in range(n):\n", - " for j in range(n):\n", - " if maps[i][j] == 1 and not visited[i][j]:\n", - " start = (i,j)\n", - " bfs1(start)\n", - " count += 1" + "\n", + " if 0 <= nx < 3 and 0 <= ny < 3:\n", + " # 이동할 위치\n", + " nPos = nx * 3 + ny\n", + " # 이동된 상태 설정\n", + " nextNum = list(now)\n", + " nextNum[nPos], nextNum[pos] = nextNum[pos], nextNum[nPos]\n", + " nextNum = \"\".join(nextNum)\n", + "\n", + " if not cntDict.get(nextNum):\n", + " # 이동된 상태 저장, 이동횟수 + 1\n", + " q.append(nextNum)\n", + " cntDict[nextNum] = cntDict[now] + 1\n", + "\n", + "\n", + "# 초기 퍼즐 상태\n", + "start = \"\"\n", + "for _ in range(3):\n", + " # 입력 -> 123456780 형태로 변환\n", + " temp = sys.stdin.readline().strip()\n", + " temp = temp.replace(\" \", \"\")\n", + " start += temp\n", + "\n", + "start = start.replace(\"0\", \"9\")\n", + "\n", + "# 이동된 상태 저장\n", + "q = deque()\n", + "q.append(start)\n", + "\n", + "# 이동된 상태, 이동횟수 저장\n", + "cntDict = dict()\n", + "cntDict[start] = 0\n", + "\n", + "# 이동이 불가하면 \"-1\"을 출력\n", + "result = bfs()\n", + "print(result if result != None else \"-1\" )" ] - }, - { - "cell_type": "code", - "execution_count": 135, - "id": "b75dc988", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[1, 1, 1, 0, 0, 0, 0, 2, 2, 2],\n", - " [1, 1, 1, 1, 0, 0, 0, 0, 2, 2],\n", - " [1, 0, 1, 1, 0, 0, 0, 0, 2, 2],\n", - " [0, 0, 1, 1, 1, 0, 0, 0, 0, 2],\n", - " [0, 0, 0, 1, 0, 0, 0, 0, 0, 2],\n", - " [0, 0, 0, 0, 0, 0, 0, 0, 0, 2],\n", - " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0],\n", - " [0, 0, 0, 0, 3, 3, 0, 0, 0, 0],\n", - " [0, 0, 0, 0, 3, 3, 3, 0, 0, 0],\n", - " [0, 0, 0, 0, 0, 0, 0, 0, 0, 0]]" - ] - }, - "execution_count": 135, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "maps" - ] - }, - { - "cell_type": "code", - "execution_count": 136, - "id": "1078d28a", - "metadata": {}, - "outputs": [], - "source": [ - "def bfs2(count):\n", - " queue = []\n", - " global answer\n", - " for i in range(n):\n", - " for j in range(n):\n", - " if maps[i][j] == count:\n", - " queue.append((i,j))\n", - " dist[i][j] = 0\n", - " while queue:\n", - " dx = [1,-1,0,0]\n", - " dy = [0,0,1,-1]\n", - " x,y = queue.pop(0)\n", - " for i in range(4):\n", - " nx = x + dx[i]\n", - " ny = y + dy[i]\n", - " #print(nx,ny)\n", - " if nx <0 or nx >= n or ny <0 or ny >= n:\n", - " continue\n", - " \n", - " # 다른 땅을 만났을때 \n", - " if maps[nx][ny] > 0 and maps[nx][ny] != count:\n", - " answer = min(answer,dist[x][y])\n", - " return \n", - " \n", - " # 바다를 만나면 dist + 1 \n", - " if maps[nx][ny] == 0 and dist[nx][ny] == -1:\n", - " dist[nx][ny] = dist[x][y] + 1\n", - " queue.append((nx,ny))" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "id": "786c5674", - "metadata": {}, - "outputs": [], - "source": [ - "for i in range(1,count):\n", - " bfs2(i)" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "id": "a8ae46ac", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "3\n" - ] - } - ], - "source": [ - "print(answer)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "8ae378fd", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": {