From efda1f5953077e2d52dcd80c2c5f30713ead7347 Mon Sep 17 00:00:00 2001 From: Leo Browning Date: Wed, 18 Jul 2018 15:49:17 +1200 Subject: [PATCH] cleaned working jupyter notebooks for merge to master --- demo.ipynb | 192 --------------------------- mechanism_testing.ipynb | 241 ---------------------------------- plots for talk.ipynb | 200 ---------------------------- scrapbook.ipynb | 90 ------------- slurm/test500_batchmeasure.sh | 19 --- 5 files changed, 742 deletions(-) delete mode 100644 demo.ipynb delete mode 100644 mechanism_testing.ipynb delete mode 100644 plots for talk.ipynb delete mode 100644 scrapbook.ipynb delete mode 100644 slurm/test500_batchmeasure.sh diff --git a/demo.ipynb b/demo.ipynb deleted file mode 100644 index f9e3051..0000000 --- a/demo.ipynb +++ /dev/null @@ -1,192 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import networkx as nx\n", - "\n", - "import viewnet \n", - "import measure_perc as mp" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [], - "source": [ - "# note the seed 3 is used arbitrarily for demo purposes\n", - "collection=viewnet.Netviewer(n=300,scaling=5,l=0.66,seed=3)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "=== input parameters ===\n", - "number of sticks: 300\n", - "stick length : 0.66 ± 0.44 μm\n", - "percentage metallic: 0.135 %\n", - "\n", - "=== physical network characteristics ===\n", - "device region: 5x5 μm\n", - "stick density: 12.0 sticks/μm^2\n", - "number of clusters: 6\n", - "size of stick clusters: 48.83 ± 85.20 sticks\n", - "maximum cluster size: 238 sticks\n", - "\n", - "=== electrical characteristics ===\n", - "device conducting: True\n", - "driving voltage: 0.1 V\n", - "device current: 0.01 A\n", - "current variation (std dev across sticks): 5.59e-04 ± 1.20e-03 A\n" - ] - } - ], - "source": [ - "info=collection.get_info()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "plt.scatter(data.density,data.ion)\n", - "plt.scatter(data[data.ion!=0].density,data[data.ion!=0].ion)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Int64Index: 222 entries, 0 to 2\n", - "Data columns (total 12 columns):\n", - "sticks 222 non-null object\n", - "size 222 non-null object\n", - "density 222 non-null float64\n", - "nclust 222 non-null object\n", - "maxclust 222 non-null object\n", - "ion 222 non-null object\n", - "ioff 222 non-null object\n", - "gate 222 non-null object\n", - "fname 222 non-null object\n", - "seed 222 non-null object\n", - "onoffmap 222 non-null object\n", - "runtime 222 non-null float64\n", - "dtypes: float64(2), object(10)\n", - "memory usage: 27.5+ KB\n" - ] - } - ], - "source": [ - "data.info()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "networkenv", - "language": "python", - "name": "networkenv" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/mechanism_testing.ipynb b/mechanism_testing.ipynb deleted file mode 100644 index 4d83f45..0000000 --- a/mechanism_testing.ipynb +++ /dev/null @@ -1,241 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import scipy.constants as const\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 218, - "metadata": {}, - "outputs": [], - "source": [ - "# Schottky current due to thermal. from svennson\n", - "#thermal voltage, defined as Kb*T/e\n", - "VT=300*const.Boltzmann/const.elementary_charge\n", - "richardson_const=4*np.pi*const.electron_mass*const.elementary_charge*const.Boltzmann**2/const.h**3\n", - "\n", - "\n" - ] - }, - { - "cell_type": "code", - "execution_count": 230, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0.025851991011651636 38.681740201336694\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def simple_exp(vd,vg):\n", - " offset=1e-12\n", - " C=1\n", - " alpha=0.1\n", - " beta=100\n", - " if vd<=0:\n", - " return offset\n", - " else:\n", - " return C*((np.exp(-vg*alpha))*(np.exp(beta*vd)-1+offset))\n", - " \n", - "x=np.linspace(-0.025,0.025,100)\n", - "for vg in [-10,-5,0,5,10]:\n", - " plt.plot(x,[simple_exp(i,vg)for i in x])\n", - "# plt.plot(x,[simple_quad(i,vg)for i in x],color='b')\n", - "print(VT,1/VT)" - ] - }, - { - "cell_type": "code", - "execution_count": 228, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 228, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "x=np.linspace(-10,10,100)\n", - "for vd in [-0.025,-0.01,0,0.01,0.025]:\n", - " plt.plot(x,[simple_exp(vd,i)for i in x],label=vd)\n", - "plt.legend()" - ] - }, - { - "cell_type": "code", - "execution_count": 117, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 117, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "\n", - "def svennson_current_density(vd,vg,sb0=0.45,n=1.2):\n", - " # 1" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "def lin_exp(vd,vg):\n", - " alpha=.5\n", - " # normalizes conduction at 1 for -10\n", - " normalization=np.exp(-10*alpha)#\n", - " return np.exp(-alpha*vg)*normalization\n", - "def fermi_dirac(x,scaling,offset,threshold):\n", - " return scaling*(1/(np.exp(10*(x-threshold))+1))+offset\n", - "x=np.linspace(-10,10,100)\n", - "y=[lin_exp(0.1,i)for i in x]\n", - "# y2=[fermi_dirac(i,1-5e-5,5e-5,0)for i in x]\n", - "plt.semilogy(x,y)\n", - "# plt.semilogy(x,y2)\n", - "print(max(y),min(y))" - ] - }, - { - "cell_type": "code", - "execution_count": 282, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0.417022004702574" - ] - }, - "execution_count": 282, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.random.seed(1)\n", - "np.random.rand()" - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "networkenv", - "language": "python", - "name": "networkenv" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/plots for talk.ipynb b/plots for talk.ipynb deleted file mode 100644 index 4a7e3d2..0000000 --- a/plots for talk.ipynb +++ /dev/null @@ -1,200 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import viewnet \n", - "import networkx as nx\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "collection=viewnet.Netviewer(n=300,scaling=5,notes='presentation',l=0.66)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": {}, - "outputs": [], - "source": [ - "viewnet.Netviewer?" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "0.008621969723997104" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "collection.cnet.set_global_gate(0)\n", - "collection.cnet.gate_areas=[]\n", - "collection.cnet.update()\n", - "collection.show_system(save=\"talk_example_on\")\n", - "sum(collection.cnet.source_currents)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "0.00817700339870219" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "collection.cnet.set_global_gate(0)\n", - "collection.cnet.gate_areas=[]\n", - "collection.cnet.set_local_gate([0.3,1,0.4,1.2], 10)\n", - "collection.cnet.update()\n", - "collection.show_system(save=\"talk_example_partialoff\")\n", - "sum(collection.cnet.source_currents)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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++OMP5s2TTJkCWi3Mng0zZ4Lpeu15chUcPHiQpKRvOHs2gG3bmnLx4hqiovSsWQNz5yqqvxuBTqcIs4yM+vPm54On541px+743Xx36l1ufnEcS9Z8S3SefdI4Lg6eew5uu00RnlUoKYGpU2HWLPBS+l2vXvB7fRFTt25VdM5t2lz9hdjgL+m5UtmmBCllBsrizupxFpOpGnC1ETYCmUopP5VSdpFSdgkIuDYTSoYlmxRzus206Oho9u5Vdr+wWCwsWLCAV199tSL9tttu4/Lly8TExHD58mVCrqvCu348+zQhcd6vhE27Ba23K7oGngTe2wmX5gHET99E8nt7MBXYGmJdO0KjRhvoQVlK/nUt95raolWTvf4kfrfWP+Q2F5VxacrPaHxdCXttCCpdVXP2KWMZ+42lPOxa1T7aqlUrzp49S20sW7aMUaNGca3P31/Ff1OfA/jxR9vHjUZYsqSEOXMWs2bNGqZPP0JW1gaCgpTBh5cXTJoEU18vZFnMMg6nHOZsVu2/z/XkxIkTuLu7UVDgiRCS0NCT9Op1idhYeOopWLUKpkyB48evf90TJiiz3vowm0FzAzw1DGYDU5ZNoTR3HbnRozHmH2HO8jnklObUed7q1Uq733oLWlQPVGgwKDfstdfA/8qGFFFRcOpUHYWmpMD27XD//dd+QdW44c4t1ojcKillofXzEJSdyiuzHiUA8SoUA3u+vEGLk53QkYvtrb+6d+/ODz/8wAsvvICzszPjx4/H3b2qA8ULL7zAiy++iJ+fH/36Vd8K7MYhLRYSXv8Fr/7NEDpFvRl4XxfSPz9A6MsD8ejSGH1CDslLd4EQBD3YDedQH6SU5G45i3f/Zqic6935xSZBD3QldVk0jacMqjWPxWxCqO1Tu+ZuP0/+3qsPu1d6PpPi06kIbc163KKCCbhT2cqr8EgS6SsO0XjqYHRBNVWisSYDW8qKed7NB1HNSaJXr15s3bqV1q1r7tcbExODXq+nd+/ruf/n9ee/rc/VhVYLsI09ewbh7l5MaakzTZuu5cKFFkRGRgIQHJZPvPuPXFrlRRP0rIpZzlPdniLCJ6LOsv8svr6+/PqrIDAwA7NZg5SSyEgfNm9WBPKLL0JZGXz7rfKyHzoUBg1SHEJiYiAgABrbr5yoQnCwouI1Gsvv0Z8kLw+WLrU7u8Wk554fz2KRkveSFvJEozFoNhYjdLPAxedKxldeARcXiosVzWXv3soMvQYmk5L3xReveAtZUasVRyKbmEwwfz4sshXn/9r5K7w6g4A11heMBvhGSvmLEOIJACnlxyjb3gxHCW5cgrLr9w3BWThRZrEdQ1alUnHXXXfRrFkzFi9ezOrVq/H29qZ58+ZV8syZM4cBAwYwefLkG9XMKkgpSZi9haD7u6By05H53VEaPtEbXYA7ptwSpMmM0KhxDvMl7PWhmPJKSfviAMaMIvzHdkDj5ULSou1Y9CbcO4bgO6w1avfavV/LkvNwCrliOND6uWEuKsNSZkLlZPuRMZeWoHZxs5lWHZ+BkfgMjLy6mwBkfH8EtYeO8BlDbaZLKUn9aB/SYqHpW3cgbKgiE01G1pQW8qK7bw2hBxAWFkZCQkJFeeV58vLyWLlyJW+99dZVt/tv4L+qzyl11p7m55fDwIFHWLNmDG5uJZw71wG93lCRfirzFE26nuXCiu7EqDrjpnMhOin6hgu+gICRlJTsp1OndezePZynnhpIgwYNGDYM1q0zMGiQHg8PDx58UCAlbNkCkydDu3bQrx9s2ABJScrk5vbboZl1Ux2TycS6detISUkhODiYO+64g5ISLSrVFQ9KgNGjFTvn1djWasXbuxaJZBudtLDi4lbSCrPIytTxbgsd7lovnpy7ELQuVfIePw7LlikaTJsOvhYLvPoqPPkkhNne99fFRbHturqCxEKRoQhXrSuaRYvgmWeuu9vqDRd8Uomo3d7G8Y8rfZbA0ze6LQBOQode1h7Uv7S0lM8//5yvvvoKo9HI8uXL+eKLL3jyyScrbHru7u707NmT2bNnM2/evBve5uS3d+EzuAVubZWnKjXuikLcZ1hrcjafwW/kFd232ssZvxFR6JPzyNl4ClOeHp9BkXgPaUHxsWQuv7MbS7EB19ZB+I1og8ZbeZALDiSQufoYHp0bEXhv5yptCBjbgczvjxJ0f1ebbTSXFtkt+K6VoiPJaP1tL2EwZBSSuGArQeO64NHV9jA71Wzi69ICXnL3RV2LO3y5oCsoKGDmzJksXLgQrVbLrFmzeP311//b7XrAf1+fq4+BAweyYsURevf+DX//ZDIyIvn001YMHw7DhoGXkxd6k57+bVexYcMEWmScwKOh/c5N18Lp07B5s4Z163pTVNSOVq00mM1ZXLp0iaKisyxc6Ep09EYaNmzI008/jU6no1cv5QV+9ix8+KGyJOGVV5RZ27p18OGHZZjNOeh0v6JSncHFxZmLF3P59tsw2rXrxjPPVG1Dt27w/ffXSfBdJSqhYvp903lx/jbcg/biXNiLKU/cgksloSclfPqpYrZbulSZudVASpgxA8aPh8jaB7vdusGhQ/Db/hJSA1biFnqBNocS6O/XmbAaOtM/z78uVqezcKJMGmpNX7BgAa+88gpqtRq1Ws2kSZP47rvv+OSTT9BqtTz11FP4+/vj4+PDTTfdxPLly3nkkUfqrNOQWYQu4NrWnKX+335cWgTi1fvK6NY1Kpjik6m4tWmAV98I4qb8jFuHEPJ2xlJ6PhOEwKWpH96DIik9k4HQqpFSEv/Kz7hGBRP60s2onDQUn04j9dPfKT6ZgiG9CP872xPxxkiEuubL3b19CBlfHa4yC6qMuaQYjcv1W1dXHWNWEVo/V1TOWgxpBeiCr1j0c7efJ/fXs4TPGo7Gs7o1XSHLYuazknwmu/ugrWcNWEBAAHq9nmeeeYbJkyfTpEkT7rnnHnx9b8waxX876emhDBrkQXj4JlxcGjB06FCcndU8+6wyixo8IoS43Djczp3Aue9Ftn35JvNG9KmzzOxsZZJjp/a9ComJijfp4sWgUgmcnJy4fPldPv20He3b/8T58+fx85tMcXEoBw64cuBALM2aReHhATfdBD16KM48XbrAe+9BcbGedu2OYDZ/h8nkzoYNGjSa/hiNkfj6ZtOr1zZmzrS9vWSnToratHNnm8l/itzcXHbu3IlarWbw4MG4VppV5eTk0CCgAR0aPItni484evQ2ZKmewsJCPDw8yM6GOXMUodyzZy0VSKmoKUeOVKbBddC9O3zwAXj0W86WD9rTvU0RTc4e4JMH85ljMaNWXV/v9X+d4NOhrVXw/fzzz3To0KGGt2Z+fj5PPvkkOp2ODz/8EGdnZ8rKyhg4cCAfffQRv/32G3379q21zuz1Jyk9l4FH98b4jWxTw9GiNjJ/+gO1i7aGM0fAmPbEz/oFj86hFJ9Mo+h4CulfHSZgTHsCx3eh4LdL5Gw4RcDdHWn4RG9KL2aR/O5ugiZ0Q2jUJMz6BY2fK84RfhjSCvAf1R7XqGByNp4mfvomnBp543d7myrqTgCPnuEU7k/As2d4jbaaSotRu964GV/m98cIuKsjllIjuVvPETiuMxazheQlO3Fq7EPEG7fVem6excxHxbm86O6Lk6h/xtarVy+io6O5/fbbGTBgAO+88w5PPPHE9bwcB1aKimDlSnj7bW9UqnEVx6UEX194/XV4fOEhMo5MpYHlMxjhQlDLfcyc2Zsli2pfx375siK4fHyUyUZdfmgGg4FffvmF1NRU2rUbyNdfN2PJkitCc8uWLej1uWg0rqSlRXHuXBu02mKio3sQGrqSrl2PMGnSByxfLigrUwTBW2/BO+9AcXEixcXLmT7dD72+K+3bZ2OxeKLXxzNy5AnS08M4erQvM2fC4MHKuZWVCnfeqUyYrrfgy83NZdGiRWg0GiwWC0ePHmXKlCk4Oztz/vx5li1bRm6uZNMmL0ym9zCb5/Cf/8xj27adTJiwjF9/dWLmzHqWUrz9NvTpo0zn6sHDQ3kWMJcw5IFtJDwTxjeT7sXTEofepMdNd33fLf86wWdrtgKQmppKdHQ08+fX3BTZYDCg0+nw9/fn9ddfJykpiXHjxvHee+/xyCOPMGvWLMLCwmpE8CinwcM9kFJSeCiRhNlbUDlrCbynIy7NqnrJJX/wG75DWuLSPIDcbecwphfS8EllZGvMKSZ/90WKjiUjLZLi4ykE3duZgLs6YsorJeXDvegvZJH6ye949WtKkzdGVti4XJr60/TtUaR+Go0pvxSPHmHkbDxN8fEUnJv44da+IS4R/rhGBgKgT8ola+0JDMn5aAPd8bu9LS5N/PC/rQ1x0zbZFHzm0mK0nj5VjpnySrn8zm7lvqsEQqtGpVMjdGrrZw1Cq0LoNAiNCv2FLNw6hKDS1sxT+EcyXjc3p+R8BhmrYiqcYxq9OKCi3bWxqrSQ59x8cbVD6AF06NCBjRs30qdPH/bs2cPKlSuZPHkyb7zxRpVRsYM/z/z5im2ougbZaFTc+lUqaHPzaRp0z+fy9Ej2fteHlkP20H9wCR9/rGPIkEvk5+cTGRlZxRGtfXvlLzMTvv5acQzs109xQCkXaBkZGaxYcY5ly3ZQXLwccEev92bBgsM4Od2DyaTMtr77rjGJiV7k52tITw8EXsfZWSDldDSaVA4eHMe8ecnMmtWIcqWAVgsvvQRPPLGRo0dvxcfnOzIyfDl8OIqgIC1lZeuR0kDTptnMmtWGiAjFY3/aNKV9AwYos0edTnGkychQosXYw8qVcOGCMijQapUyqv8/cuQcycntMRhcUalMODll8dlnsXTu3Jb3399AbGwup083p6xsK1LeCvhRVLSQ1as98fY+zvvvd607eM6OHdC6tXLT7WDzqc18Fp2MRvcRrx+04DntDtZsv4OmaFiTvga9Xk+PHj3Iy8vj6NGjbN68mSFDhqC+lik9/0LBZ4vypQsLFiywmW4wGNBWcq1yc3NjzJgxDB06lJkzZ9KkSRMWLFjAkiVLan0xCiHw7BaGZ7cwTAV6Mr87QuqyaDy6hOJ3e1tUOg0NHulJykd7Kb2QhdrDCa8+EcTP+gVpsqD1ccGrXzP8bmuDUKvI33sJfVIubu0akrf9PNkbTuHRJZSIN2+vVbjrGnhSeCiRggPxhE27BY9OoZiLykhfcYiUuGyCH+mBW4sgnEN9CHlamcEa0gvJXn+CtPhcNN6KGrEsJR+nhlWXAZhLi9FUs/FpvF0qHFGk2YI0mrEYzNb/JqTRgqXMSN6OWAr2XsKjdwRqdyekwYylxIjFUIo0WSi9lIWlzET89I0UHU1GF+qNR4gXjV8ZVKuzTWWecLu6Fb5arRaj0cjs2bOZPXs2Xl5evPrqq7z88sssXLiwhqevg/pRqxUHvcqu9z/+qKzhshUHwmC44s3YIbgDP5//meHNDqAaV8qpX3oSHetFfPxRtm+PJjw8Dq1Wy/PPP09gNekQEKCsKZMS9uxRPOm9vaFnz0usX/8BP//8M3FxIUj5GhpNEF5e3/Pmm/04f74MV1cnunSBadMCee+9Tzl69Bh5eZNwdbVQWBiKxRJAYeF/GDVqFz16SHx9a67rVatL0GoNJCePR6PZS4sWn9Gxa3ti4tzZev4mwlsXElG6l0hdJCNHahg5UhH6u3YpS90sFkV+fPaZMkCojMVie8Zb7vUvpVKW0ajcz/L/BgMkJBjYs6cpLi5Gmjc/R1mZESk1xMfnc+xYJlKGoNe3R0pXoBeQD+iRcgp+fncghG1bfwU331x3eiXOp5/nkdWPYPAezdBoL3a7XyBHf5HRj53ip+ktMDdKokmTy0yfPh1vb2/y8/PZvXs3KSkpPPzww3bXUxmH4AM++ugjJkyYUCMWZznlM75yyhevN2/enDfeeINjx45x5MgRxo4dy/r16+sdhWg8nWnwaC8ACmOSSJz7K0KrxqmRN/r4HAoOJqB206HxciF06iDUNlSj7t0ac3r0ZxT8dgm/Ue1otnQ0Zcl5NYSeNFvI/PEPCg8k4HdbG1p8di/SYiH102jytp0n5Ll+NHyqD4mLtqN2u+Lpmb7yEJ59InBp4lfRVmNOMRmrjpDy8T6azB5epR5TSd2qTqFWIdSqiiUVUkpyt558DRAMAAAgAElEQVQj95cz+AxtRYPHetkU2CXnMri8dDfeA5oR9EBXUt77jYLoOHyHtbJL6NWH2Wxmzpw5Fd9VKhUqlYrVq1czePBgPv30U1QqFWq1mgYNGjB8+HBGjRqFq6srpaWlHDhwAC8vr4o8/wTnl78Dd3dFlVWuGktKgj/+UBao2yI7uwCjUY3F4oKb1o20ojSSC5JJLDrPlwv+Q15qDhMmJJOQcCu+vr/QoEEqa9eu5bHHbAWpUQREv37KX3Y2PPpoIqdP30RGhgqz2YKUnZCylIKCe4mI+I6XXhpFQUEBycnJeHlF0q5dOxITE8nMdEGnW47JtJ+ePb8nMfEhpCygTbWF1efOwRdfQH5+H7p2/ZlBgzQcPmzkROxzxF5YQm6jg5jT3Ijf+jzF3r/grnGntRxHYqJiEuvaNY/Ll9eg1xsxGAby++9BrFq1hZCQQHr37o1KpaKoqKoXqK1r1umUv/JXW3Ky0i5n5+4MGbIYKMRiseDr68vjjzfjyJEjtGqVyv79vdHpPDCZvgV2AM8AiWg0sZw7dw6z2XzNsy2AtWvh2DFFOO+LSycv4RmaFZpoltiWNzveg89abzol3I007mb//j6cO5dHbq4XTk5ayspaceZMJCdOlKHRmNHaWN5UH/96wXfs2DFMJhOd61CiG43GGoIvICCAgwcPcuDAAdLT0wkMDCQ4OJh7772XiRMnMnTo0FpnXpXx6ByKR+dQjAWlJM7ZQkF0HI2e7UfAnR3I/+0i8VN+psETvSvUeeZSA+krDqGPy8ElMpBGk29GF+iBlJKsKX8QMFpx5pMmMxnfHaX4WDL+o9sTaI1cYjGaMaTkE3BXBwzphVx8aS0enRuTt/08/mOuOAL6j25H2v8dwJBeSPBD3XGJ8Efr60bIU32Jm7axxtIGS1kpKp1tx5LKSCnJ23mBnA0n8RnUgogld9QU1lKS/9slcn4+iXMzfzy6hOJ/W1uS395F6JRBFJ9syeXFO2j9/Z/3wFer1cy0unmXx/HbvXs3qampjB07lq5du2I2m7FYLFgsFsaMGcMbb7zBlClTMBqN5OXl0b9//4o8ZvONiaDzT6fchuPtrSy6XrToytIso9GIxWKpCDC/evVqduw4RWxsW9TOF8iKyqKZbzMaeV3Gp6wj0949gVNaJwwGJ1q1OsvOnTcTHp7AsGHxdrXFzw9uuukYev1WcnNbIcTtQDQ63Ud4eGjR6xczduw6pPyKoKBAwsLCsFi6k5n5Ms2bF2MyGQgMPIGrqyuFhX9w4YLk+++/Z/z48RQXN2HFCoiIUGxzOl1XNm/O4tSpHMbeHUBh/occ/moQXgktuN+ykvXFBk4eP8kPzj/w09Rx5OXBs8+aSE/fRGRkHGq1iri42VgsEaxe3ZKmTX/mzJkzPProo+TlCbvDlaWlwccfK6sCXnwRvLycKCl5gYMHD6LVaunatSs5OVp++qklSUn34esrad16GQcP3kth4U6runMfISFNCAoKIjc3F/9Ki9CvljvuUP4AVh1K4ezqpbywQ88LkbNx7voOrT27cf+o0WRnH6ZHjwscPNgVtbqAgICLZGZmExRkRK3W0rOnqHOpTG38KwWfQHnRlpSU8Nlnn/HOO+/Umd9kMhEfH8+BAwc4e/YsR48eJTIykn79+jF69GiCgoLQWHU4Ukq2bNlCYmIiYbWsWbGF1tOFpovvQEpJ0dHLJM77FaFREfRQd3J/OUPGNzGo3XSY8vQEPdAV18cDKbucR+aqI4T8px9CCFya+VN8Jo3C/QmUnEkn4O6OBN3XpUo9Fr2RvJ2xmPJKKdifQNnlXAqi47GUGkl+dzda36qzNglcmPQDljIT3v2a4dzED62/G/EzNuF/RzvUHk6oPZwROqd6BX3enotkrz2O94DmtgWeyUzWmuMUHEjE66YImrwxkrwdsWCR5O2+QNO3RyFUKpwaeJH57RGKT6XiFtWgltquHiEEmZmZbNy4kcmTJ/Pjjz/Sv3//Knl8fX1ZsmQJ06ZNY/Lkyfj4+FB9xwIHNfHwUEI0Arz7Ljz2mOL6v379evbt24fFYqFly5b079+f6OhonJ0bodU6E33IjfO7GxDg0ZiLJyLID/SmVfskXnuyDx9/fIz8/Hx69txPaqoatfo+u9vTv39/du3aRZMme3FyWk1xsQ6jcSxhYYMJDr5IXNwRcnOfJSXlAqdPd6Bt2yJGjNhLbm4We/bcypAhHfHz88XL6zIxMbeSlHSeceOSmTixMXPnqivt3KDi1ltvRauFE2eKcV2/jxlxu8k2evGFZS0ZKl90Z105FB/ALIMyA7JY8jhxohm//94Hf/8sDIbduLgYyMlpQW7uaU6dSqBLlwKk9KK+YDoZGYrA0+ng2WcVZ59yXF1d6d+/P6dPU+GoMnmyFzffLJkxQ0dBwQNMm5bBhQtBnD/fi6ysHXh4vI+T02aca8Qiu3bu6jIWy/TXWNIVSo9BkJMTXzzxHn5efvTu3ZqYmBg6dlzPrl3tiI/PoqRkK4cPpzJu3DgiI69Nw/KvFHzlzJ8/nylTptRQT+Xl5XHw4EEOHz5MSUkJe/bsISwsjO7du3P33XdXnKfVajl+/Dg7d+5k/PjxgPLyHDrU9gJrexBC4NEptML+lvr5frLXnkDlrEHX0BvfYS1xiVSedqdG3pQl5yszFYMZc4mB2Me/p9n7dxI80fYOM9JgxpRTgjGziNCXBuDRRXHIubx0F4VHL9NgYg/cO1R1gZNSYswpJu3TaAr2x+M7rDWFBxMwZhdTlpSLqbCMBhNG1XpN+b/HkfXDMbz6NlVskNXud7mdUZ+Qg/+odjQdeyWuZt6OWMLnDK+xxCJy2T1cfGENTRaORO1iO2jtxo0bGT58uF0z73I++eQTZsyYweLFi2tVW/r6+jJ//nxeeuklIiKUZSbz58+vEt7OQVXKBd/Bg0r8xrZt4dKlS+zatQtPT08sFhV79xaxbVsSx4/3JS8PDAYXotpmEzZ4D/2aNqCN/wV+G9KGnqE9mTtXzZw5z7JhwwaKioq4++5utGpl/4L2Dh06sHjxYpYuXUpkZCERERHcfffdODk5M3nyMdLS7sJoDMRkckelyqZFizSmTJnMmTNnCAvzonPn/uzf/zb5+Q2IjY3Ew6OAnj3XM3ZsFDpdVScvLBaGGDYxOHEnQe1PMDX8JKnHczCHboK9G3FRFTK480VmzFCWRSUllaLVfou7uw8XLjRlz54WlJbGUlZ2kLg4V0ymZGbO3MpDD3Xg9tubIiVs3ryZ48ePo9FoGDVqFF5eTfn4Y0Xd+fDjerLleTItznjL5gihzJJ271YW2bdsqcSMdrEu0XN1HcKrr1oYPtyCRqMhM3Mg7777LkVFyZw7F4yv71212rn374emTalXIFdGtXcf9z71FmZTK37MdufDxx7H31uZ/d93333069eP4uJifHy+57ffBnLpkoabb1azdWskDz9swcfn6oXfv1bwrV+/ns6dOxMYGEhMTAwHDhwgNTWV06dPU1BQQPPmzRk9ejR9+/Zl/vz5PPTQQxXnmkymCmeXdu3asXLlygrBd70wpBWQunw/AK2+eQBDeqEyG9qfQMG+OBo81gvXlkH4Dm2FOV+P0KnxHdIKU3YJri1qun8Vn04j49sjqF21BE3oVsM5xTncF6++ERREx5G17jiNpw6uWHYhhEDn507jqYMxlxhI+/wAFqsDSsDYmsGfyyk4kEDm90fx7BFWIfBkpdhEZan5pH9+EIvBRND9XXFpWlN1EvrKQJvrCoVaRejkgSQt2EZ4NXtjOb6+vjz//PNMnjzZ7riq06ZNqxCUM2bMqDiek5ODXq+v2HvO29ub6dOnM378eMaPH1++tY+DWnB3V/aZ27ZN8XJPSoKvvy7jwIFhGAyeZGQE4eZWRIsWSWg0H9OwYSDFxc0pKvyZBh7NiTu1l3xZhk7didta3EZBGzh3zokxY8Zcc5uaN2/OBx98UPHdZIIvvigiIaETLVtuw2A4RHb2YIzGFpw505dVq7Tcd187WrZUPDADAgI4cyafYcM2kZPjg5ubU9W9HIuKYMUKiI+HW29FvPkmt5UVcmrbAr7M/5KSUyXoiKWFbyHF2S+zcecx2kb5sm/vPvR6PSUlyQQH53LnnRa2bi0jJ6cnWVltcHZeyLFja9m6dSR//BFIREQEf/zxB+7u7pSUOPPQQ7H07duIZ591wtmzkDd/f5NifSEWFTTzaolP3KMcPizo319RN1cf33XqBE5OKjQaJSEgIIDXXnuNtLQ0PDw8WLTIr1Yv01atYOFCZS3j7bfb+UP06YMQAvMX8NZCaFhJiXP6tCAqSgkpq1ar6d37GAkJjUhKCqGw0BUPDwvXEnL6Xyv4Tp8+TXFxMSdOnKBt27bccccdVTbUzMvLIzo6msWLF7Nz505UKhWdOnWiV69eNcrq3LkzMTExddoJ7UWfkEPa/x1A7aaj4VO9K1SPumBP3NuHKLM7o5nUT34n66fjhPznporwY66tgvAf1Y6sNccJvKcT0mIhd8s58nacx7V1MI1fHVTr7EjlrEUaLDR8sg+xk1ZzcfI6m7M/tauOkKf7EvRAV06N+T/y913CZ3ALVDoNhvQCDGmFlJ7PoPhkGrqGnjR+dTAena7EQs7ZfAZ9Qg6Gy/lo/Nxo8ESvGurVymi8XGpNc2rkjXuXULLWHsf/jpoLZHv27Em7du1YtGgRLVq04N5776WoqKjOjWaV0bCs+FyOi4sLr7/+Ou+8806FUd/T05ORI0fy8ssvM2hQ7XFMHSgzvl27lFnFjBnQqBH07h1EXt4XeHhYIwcVlODu3pOsrInEx3tiNHpAkDuply8wwjWSoihPzhtLyCrJ4qabLDz+eCKDBu0mKiqKYcOGXdXMvjIGg7IE4MwZGDvWncWLLWzeXEZiojeRkUd57rn+dO4cyv79iofoQw/BrbdCUckY4jOXkJmWSfrZcSxZ0lUxecTHKwJPSmURYdOmFXV5OnuyYMQC5g6by65du/jwwyBGv+hJ6qG57J3bkEk6PwZ3vkiQfwDZ2dmMHz+edu3a8eSTT7Jv30KSkl7DZPqI/PwTbNyYiErlihCZQHek7ITFoqJx4z8YPz6OgICWfH18PaLMwNBP/mBJ6IvsSXNm6mOXWbIktNb7YcvHz9nZuUKlP22a8vf22zWFppcXLFgAP/+sRK2ZOlXx6HV3r2PvYGtCQkLNiGbbtim/T8eO0LZtW/bu3UvDhrsoLJxEWVnTChPT1fKvFXxTpkypM93b25thw4YxbNgwTCYTU6dO5dixY6xYsYKYmBimTZtGs2bN6N27N6NGjWLWrFl2C77L8cU0Cq/5dEkpydlylkYvDUDjcUWHnpdjIDmhhKiO3gghEDoNIc/cRFlyHglzf1WcP8a0RwiBe8dGZHwbgym/FP3FbHxuaUmTRbfV+lIojcvGpYkfwllD8clUPHqE4dq2IS5NfElfeZCkJUV4dA7FlFd65SRrWSq1Co2PC9lrT2DRG/HsHYE+MRevvk1p/uHYGnsFmovKyNt5gdLYTJq8MRK3lnZuM10H/re1JX7GZtw7h+Ic6lMj3c3NjVmzZrFjxw5eeOEFPDw8sFgseHp6MnDgQDp27FhDpZmRkUFQtS2wXVxcePLJJ3n77bd56aWXKo47OTlxyy23sG3bNoYNG/aX79jxT8HDA5o0qR5g35egoAfYtGkTFouF/v37Ex4eTknJ+7RqFUlhoTspPscgvw8/HvAjP8ALo2cp64tyuHj4O4zGPmRnm9m5cyc6na7OwUeWdR96W/4YO3Yoa6yveMYPoE+fPqxebebee6/Yrnv2VPJ99hms/tGEutenFLbJQ9tGS7hzKYboDCVWWWioIiFr2S8oKQmCg9UMHDiQ77+XnCr5Bk1kBE01+9HqevLT9xNo16gEKSULFzrTurWW1NQnyM/vjlqtx2AIx2IJICvrJry9L+Hi4kVRUT7Dhn1O48YaCgsL8fdX1v8aLAaO7uxGjKkXd+V/x4lH/GjR/iGqbsxxdXh4KL/jRx/B07UEvRs5Urlfc+cqM8P8fEVIdu6srHSofGuKi4tZu3Ythw+34vRpLW3btq1Ie+YZ5VY2bw4jR47Ex8eHs2fP8thjrixbFs4338C4cTYaUA//k4JPr9dz7NgxevToYTNdJQRmaUYt7HeD1el0dOvWjW7duvH8888jpeTixYvs27ePFStWsH//fubOncvgwYPp2LFjFS/Q6qQklpJwoZjeg6rqCoQQNHys5ozy3Il8/INqGpOdQryJWDiSvF0XuPTiWnxHRFHwezzCWYv3gOa4Pl77LgIWg4nEub/i2asJLk38ULtoSfvyAGUp+UiDiZI/UvC/swOyzIja0xnPnuE1bXPFZQi1itILWaR9Fk3B73HoGnji0S3M5ga5KjcdEYtGIk0WLr64lohFt9U6A70aQqcMJG7KzzR9a5RNtSjAzTffTOfOnVm4cCHdu3dnwIABbN++nTVr1iClpHXr1gwePJjAwEDOnj1Ly5Yta5QRFRVVsXVVnz5XQmYlJSXx8ccf8+qrr/5lgcv/G9m1C6r5AlVQ2bmlMlFRUURV29l16NChfPXVRaQs4+ZuTSlseB53nWJTysk1Y85tx+7dXTGZ3PnhhzF06XKYmJhE6pp063RXZinVvfBtmeQ1Gi1nz2przFLUasUxZ8XvW/nkg44ENQxjnPYbfM9NQRMxTpnu1OHm/8svsG+fYlMDZYG8c8nN6JwEURkq1M0KaNz3K7xyBtKixTF69uzM7bdHUVAQyeTJy0hKSiIhoZDi4lxMpoewWKJwc/PFyWkTFksKxcV+eHp6sm7dOtq1a0e/Zv04OeAj3Ie64rUpm3anofnA5rW2z166dFH20DtyRFGN2sLfH958U4k3euKEsqD//HllbFBYqDjT9OtnZNOmJZhMBgoKQvjyyw3cf//9tG+veJirVEp863nzYMECQd++fdm+fTtt2gyvUKWuWHH17f+fFHzffvst3eoIk+OEEq/TVdSuRqsPIQTNmjWjmTXkenJyMp9//jkZGRksWLAAo9GIk5MTXbp0qbG0odtN/qz+PKHWmV914mOL6dzbz2aalFJZVqBWkfrRPlxaBBL6ysAqM8bqlF3OI2nRdkKe749LE6VclYsWpxBvwmcMVXaDmLEZn5vr7iDl6/5KzqbT5I3bUOk0WPRG0r44SNrnBwh+sBuuLYMwZBah8XBS1vAJgdCpaPzKIBLn/EqT+SPqvf76ULvoaPB4by4v3U3oiwNqzefl5cWCBQvYsGFDhYPS6NGjkVJy9uxZvvnmGzIzMzl58iQTJkzAaDRWCVwA8PDDD/Piiy/SunXrit/UbDbj4eHB4sWLeeWVV/709fwTKSqCnTuvXvDZYtCgQWg0A7FYlAgmG89v5HjGcdRCzVN9b6eB1pvY0ztwd3dny5YhODvnceJEV6ZNU86PiIARI6raoDw9FYG1ZAm8/HL9bbh0qYqGsgZuxgRmuP9I3PEmfGB6msZjTvDYoC5E1CL0LBYljFlwsBLjshx3d8H9zycQmxPLYPN+zoZbcC32oanP77i6ejJkyBBr+z2ZOXMm69atIz09nTNn/MjJOU63bsr+eKmpTXB2foXU1K2EhESTmJjEoUOp3HtvX57u/iS/JfyG4f6WjFt5GF16Vt0x3Oxk0iRlNhYZqagya+Ouu6BvX0XFfeedypZ8ALm58M03uWze3AOt1pWcHB9UqkD2799fIfhAuWf9+yv7H95zj3Ls5EllT9ryQN5Xy/+c4JNScurUKSZOVNZ4paWlEVwtNISz0KGnDFeuXfBVJyQkhMLCQoYPH87IkSMBZeZ54sQJm2rG0feH8tnSC9z/VAQurnX/DGazrDA0V0afmEvKe3vw6BlOxIIRCI2astR8zIVltQq+vJ2x5G49R5M3qnpDql11SJPieFLu9WUv5fvggWIrbPhE7woBmLh4B2oXLRFvjKxyjlMjb7wHRpL25UGCJ9Qfy68+3FoHU7A/nvy9l/DqU7d334gRI+jZsyfz589n0KBB3HLLLbRq1YpWrVoBMHXqVFxcXJg7dy4mk4nw8HBuueUWGjdujBCC6dOnM2fOHKaVv2mtODs7s3jxYt59990/fT3/NFauvKLGzMxU3OYrm19cXKC01Pa5tjAaBa6uilZ9RIsRjGhRdYA0YsQINm3aRGjoSdRqPz76KAoXF8WsdumSslawOm3aKFvobN6s7PpQF7//rkSVscnbbzMoP4OlA5phCQqkt3k3KRf8aR9cY0MMQHnBz5wJEydChw410x/s8CC/XvwVc/sSFjSKRN20N2azmbZt21asbQRo0KBBlZixly5d4rfffsPJyYmpU0diNOp56ql4du26jeJiN3r0OEBMTAz9+vW7soXTrNsVyf/WW1CHVsoeqs7G6s7boIEy2/7yS0W1/PLLyjMyZoyFCxc2U1bWlPPnIzl2rA1nzoSQlaUMerp1U56jW26B114r5auvpnD06A+sWRPJr7/eDrhx111Xv4PF/5zg27VrFwMGKKP++Ph41q5dy3PPPVclj5NwQl/HDg3XyvDhw9m8eTMjRiid1NnZma5dbYf2UWtUjJ0YxnfL45nwTNMqwjEprhgnJxWBDV0wGixotLbtc06h3kQsruo65dTAy2ZeKSUp7/+G2t2J8Hm31hDGKhct0nTlbaHxdMKUX1qnc0ldqJy1OIV44ZLlS+iUgahsGKF9BkYqyyiOJFVxgLlWgid259Lk9bhGBaP1qTumpp+fX8Wei9OmTWPKlCkVLtparbbCvgvKc7R582YSExPRaDT07t2bESNGsHLlSsrKyqpE/KlLxf2/isWiCJvy/eYWLoQ33qia52r9TgyGugMg9+/fn549e1JWZmDOHHdcXERFPXXN1MaNU9SMrVvXdKSoLBBjYxW/FJs89xxeQjAhN57tcdvRqDS80GtkhTq2MseOweefK4LPp5oJOj4+nrQ0Z37fF8vQPkMR47sqI4g7a/eUrkxERETFchpQ1iV7e2djsajo338nfn7ZqNXVdhRxdYXnn1eCpF7F/ny1ERysRMP57ju46y4lAERty4CEgAcfVJxYJk9Wdpnv3DmIqKgovv66BH//w7RqpeeFF15Aq1VU53PmKN62TZpItm17iJMnB2OxfEFWVhK33tqPw4cPX1O7/+fiK23evLnihbVs2TIeffTRGnmUrYlq35PvWrnpppvYvXu33fl9/JzodpM/W9dV3fi6qMBESpIyPL50vpCIFra9EO31YjMV6Ln00jo8e4QTPLG7zfNULlosxitLDTy6h1NwIMHeS6mClJLkd3djLiojbNotNoVeOSH/uYmMrw5jzCm+proqI4Sg8WuDSZz7q93LC8aOHcukSZOYNm0ae/bsqSinMuHh4Tz++OPMmzeP1157DScnJ/bt28dPP/3Enj17bO7W/m/il1+uCIxDhxSbj62f/Gq0CJVjddaGk5MTnp4ehIcL4uLsL3vaNGXnhrJqr4D9+6t+r88LMdwnnIc7PcyEDhPwda25ZdXXX19ZvlFd6G3bto277rqL5ORknnvuOaZOnaoYxbKz7b+Qaly44Mrlyw/QrduP6HTxlJWVMXr06JoZmzZVvEyuRUdog6FDYfv2RJ5+egmvvvoqy5cvrzOCUViYsnPF4cPw/POpnD4dS1FRCC4uSQwZMgRvb2/c3BTP2VmzlBll167FxMY2wWSyUFa2EiEE586d49ChQ9fU5v8pwZeQkECTJk1QqVTExcURGBhoM/5mc00YIWobkXH/JEIImjdvTmxsrN3ntO7gjclo4fzJgopjnj5a8nONAJw7UUBkG9veYfZQfDqN+OkbaTx1UK0btIIi+Ey5JRXfPbqEUnQ46arrs5SZiJu6AY+uYTU2s7WFUKkIe30oCXO2VFnjd61ofVzxH9WOtM8PYC6yb3ATHBzM22+/TXx8PNOmTavTRVqn09GvXz+mT5/Ojz/+yLlz52ha1xTjfxiz2YzRaGT7dolVyVLFDlOd//zHvnL1ej0XLyaSmppg1wBm/Hj46is7Gw04OSkzjrlzbafn59cdA7M+ysqUWaWfn+LQYWsC9N5771nvn5bSUg3btm0jJ0ex111LDK6ff4aNG2Ht2ghee+1ZJk6cyLRp0wgNrUWTMnIkXLyo7Lj7J8nNzcXN7QMOH+6LSuXO2bPxbNq0qc5zVCp44gmQcg17945BysZERASxdetWm/mjopxxc1uJTvc8QvyExRKKWq12CD6AdevWcb/V0FDXBrE6oUMn6hlOXiPjxo3jm2++qTOPlLJKYORhd4awd1sGBXmK+tXTS1vxuajAhKfXtbU184djZK8/SdO3RtW6czmAtFhIenMnFr2x4pjaVVfluz0YMpTYnw2f7G1z66La0Hi7EDyhO8lL7Z8t14a5qAx9Qg4ZXx8m8c0ddp8nhOCBBx6gT58+REdH29Wh1Go1ISEhfHU1b93/EQ4fPswrr7zChg1xJCX9QmlpCQcPKrO92pwa/Wz7Z1WhsLCQBQsWsH37b3z//VcsW7asXuHn5aXMEOuzIc6ff8X2Fxam2PC+/bZmvgMHlAXY18Lly/DCC8pav7oCOGVnZ5OU1Aij0ZfCwnQyMjIoLS2F8HBlJ1w7kVKZPRUWXtneqWHDhrRt27b+XURefllZk2Cv11EtpKdnkJoaDAi+/fY+pPQhNTW13vMAvLzS6dr1KzIy3IiO7orBYLb5e2s0GiZOnIjFYkGlisFi8aJVq/7XHDrtHyv4UlJSOHfuXMX30tJSZR2bu3udsz17yMnJYc+ePXzwwQdMnz6dgoKC+k+y4u7ujpSS4uLaVXfJyclVtk8RQnD3I+F8tzwBs1ni5qGhuNBUETT5arEYzSTM2YLQqWk8ZVCtLv6gLGuIm7IB/5Ft0FS3i6kE0mzfLKzoeApJC7cRsWAkzmFXv1O5e4cQtIHu5Px69qrPlSYzOb+cIeI0tJ8AACAASURBVO7VDVxeuhv3dg1p9+tTmHNLMJdenS03Pz+fRYsWceTIERYuXIjBUPf5Tk5O9OzZk59++umq2/3/7J13WFRn97XvGQYYehVQpCMgooKCXWPsBTXGbmIsSUyxRWPX2EvsppiYWGNLjEZNbIkde8MGWJAqvXeGYcr5/jiCIFWj+b15v3dd11zimTOnzZyzn/3stdf6tyE+Hg4cgKysPCZPnsy+fft4+NCPqKhlbNmyhV9+EarM9mpCcbFIeZ858y7nznUgM9MNc3NDHjx4QHQt5jGHDhXrTJVBrVZz48YNHj+Oo7j4WXTs2VOMMaGh5de/cUOk678ozp4VXcRXrxZ7FquDRtOboiI/ZLI4BEGNgYGB+BBv00Zk1tQCSqXIkGzR4uV62dDREZ1+Fyx4qSwzIkKs5/7wgzNFRZZ06/YXfn63SEgwwaWmC4A4YxAbG8u1a1fQaq+QkbGfa9eGERFR+RzzjBkz6NixI3p6fjg57UahmEK/flVLJVaHfy25xc7OjgsXLrBp0yY6dOjA+fPnS72ZNm/eXCvdxMLCQu7fv09oaCjR0dGlQcbS0hIfHx8aN25MdHQ0aWlpL3Rsw4YNY8+ePZXWFwHu3r1bjq4LYGQso2u/uvyxJ47+IxwRgLSkImzr1Uwuyb0ei2kLsVJfnJzLk2UnsZ/QAYMG1QvmqXOLiJl7lPpT3kTuXDFYGXrbUXg/GaPG9Sr59DNkHA6lIDSpUh3OF4HtuwFEzz2KoadNjcFTEATyg+PIOBKGoNZi0cUT5yW9yu2//tROFCfmViqF9jw0Gg0FBQXcvn2bxo0b06pVKx49esTatWvx8vKioKCg9NWvX79ypILAwEAWLFhA8+bNX0iY/N+G+vVFdt4770Rz925XjIzOotXmExp6g/nzjfHyknDpUhPat29fZf1ZqxWFTUJCxFm2kixNVxc8PcHaOgM9PX2SkiyQSDSARMyEEAe32dnZWFhYVBjp16+fw6RJUSQm/knduna888476OnpoVarWb9+PcnJyTx61IPlyzcxY8aM0kHx1KkiJX/pUjFb0migqOiZbmVVSL0ZxM70M2TrabE1sqPo0odYmuuxbFnNRJ6tW8HNrTl1627kxIlA3Nzc8PX1FVtnvLzE+eIakJoq1r+mT69I0nkh1KkDgwaJzXVVdaOXQXq6WBp88kQsFX70EVhY6HP/fgAHD8bj6xuGRtOeLl061rit4OBbmJnVxc6uLnl5elhZWdCpUxY//CASZgoLoaBAfDk4QGLiT/j6+nLvniOdO4ciCGHs3t2h1lPoZfGvDXxSqZQPPvig1Ebm8uXLODg4YGJigq2tbblsT6VS8fjxY0JDQ3n06BEqlTiFZ2hoiLe3Nx06dOC9994rZSOFh4ezZcsWXFxcWLp0Kfv27auw//379zNw4MBKj83T05PNmzcjCEK5B4BGoyEjI4PTp0/TtWtXfvvtt3Jag84NjImJyOfWFbHA/TAkF8/GFet7uddiUaXnY9VbbPwtTsghZecN5K5WZPweisvywHLeepVBmZTDk6UncV7YE12ryjNj09bOZB5/UGXgK2GKyqyMcJzVtdr91RZOc7sROe133Fa/VanfniI6g/T9d1BnFmLc3AGHGZ2rbIKXO1iwdu1acnNzK82cy343UqkUIyMjQkJCCA4OxsjICDMzM9q1a4eRkVG5V4nkWWZmZqnx8MyZM5k6dSrr169/FZfhPxatW0Pnzie5ffsgmZkrUasfodH4olZ3JyPjO9at8yQ/P5+ePXuRkiJmUyEhIqUfxODi7Cy2FnTtKpIMQQyAmzdDamoHnJ2/f8pILMLIyBR3d3cePHjAkiXnMTZOwNJSxahRo/D09Cw9ru+++w5zcxeioqzJz3/Mrl27GDNmDLdv3yEmJhOlsgFarREPHzZg27bzjB8vsnFKkp5PP00hLy+UhQsfkpLSHyj/m9dqxexm2jRIS0vkq7s76P/7HY6O6sfO75rSpe9Rpr5XffYhCCKpxscHlizx4Lvv3Ll504JmzQJo1SoA0xI5kxpq3SEhonrMihXV98/VGq1awd27ZPx1iCBHLSZ6JnR07oiujlhiUSjEGuKtWyL/ZtCgisHW29u7lOQVFCQG5eogCBAbW4eYmDcoLLTAykqNsbEeWVkCgYGibFrZl7ExrF6dia6uLlKpnHr1rFAoYgANN278f+jHJ5FIyMnJYfjw4XTv3p0JEyZgZ2dHREQE5k/50DKZjAYNGpRqclZFOY+MjGTTpk04ODiwcOHC0lFlZQLUUVFRJCQkAJCWllbulZWVRVxcHKNHjy6XAejo6GBlZUVsbCz6+vrUr1+/QnDs2NOOXd9HUVSkIT62kHZdKyrBmrZ0InnbtdIeOKu3GvNozB6kl3VFqbAahpyFj1JJ3HhRVE4xLHMtnosNcgcLlHHZlW5Dq1QTM/84Vn19MGtT87RGbSGV6+IwtRNPlp4oFZ9WZRaQtv8uyugM9J0tsRvdstqaZVlMmTLlhfafm5tbWieuCQ8fPqRuXVFRVy6XM2HCBNasWfNC+/s3wt/fH1vbX8jKCgVmIAhzgdbEx9uhUsHq1aZcvSpS3X184L33qq7vFRWJdP/YWFEybMIECyIjh3DhwgX09Fzp27cv+vr67Nu3Dzs7Q0JD22JqepsNG04zaJAnaWmQkqLm2DE/JBIDrl9vjYtLNFeuSImNhfh4WyIj26BSmWFsXICpaQEGBuWn9AsKYiguPsDNm40ID49Dq93A+fPd6dChQ+k6Uqk4ndqvXwT1Xb4n2PQO90ydGPF5CKrVuhhXIthcFmq1SHjp31+cmgRnZs2axblzEkaN+pgmTcoQpIyMREWASqLakSOige/atZWTZl4WcUN6EvnhAB4PaUeWmT53EkPwVU7i7BnRYqlvXzHg1YZIXmL4WxNycy358ssL3LnTGi+vh8hkaUya1IG6VTiNmZubk5KSAoiDbiMjI8aPlzJ58guc6FP8Y4FPIpHoADeBBEEQAp97Tx/YATQHMoAhgiDE1HbbFy5coGnTphQXF+Pv78/gwYMJDw/nwYMH+Pn5MXDgwGr7q2JiYvjxxx+xs7Nj3rx5FBQU8OWXXzJr1qzSBtLs7GzWr19fmjnk5uYyduxY+vbtS506dahTpw7NmjWjTp06WFhYIAgCs2fPZmElQ5+UlBQ6depUYblWq+X69esMHhPA7I9v0zTAEqm08l+a3eiWZBwOJXbZCdTZCuq+35qCe4lknw7HootnpZ8ByL0SQ8bRMNxW9atUVqw2KE7NI3bRXzhM6/RS9byaIHeyxCTAkYjPDqBjoIvMwhDrAU1rNWX5d6DVal9I6PjBgwelgQ/ETL9uVXft/wFe1z3XoUMHAgK+JClpLZmZAoJQHwuL71GrFRgYDEMm0/Dhh+L0FIjX9f79hxQXF+Pl5YVcLqe4WHQCj4wUG7u9vETaf/fu4O3tVsqU3blTrCWdOdPuKVvbFdBiaJhPUZGo0tKihQ5PnlxFXx8uXWpLkya3qF9fj8mTO6BQWLNixU0uXWqBr+9dpNJs+vYt7+iwb18ceXmn0GrtSUvrjIvLd3z77WPatWtXrifN0jIbZ+ed3Lg+hDw7OzILTTkz8BdG/voH9z9/r8rrVVAgNnqPHy9qTpbAwsICKyuwtzcvH1BatBALjSVUWcQM6ZtvwNIS5sypzbf0Yvgr6gTJo7vQbvUVFjvMJbdIwHZwGosW2VXamvIqYGpqytSpUxk9Og4fn3S6dRtW7f0zatQoNmzYgkSiRE9Pj9GjRyOVSpg7V/R4fBH8kxnfJOABUBk3/30gSxAEd4lEMhRYAdSqF//u3bs0adIEiUTCvn37WLNmDYaGhqVaisHBwSxYsAATExNGjhxZzoEhLi6OH374ASsrK+bMmVM6PWpoaMjo0aOZOnUq48ePx9PTE3Nz81Kn7hJMnz6dsWPHVvmwtLW1JTExsdw+FQpFlUyk7du34+Pjg56+Dm5eJjy+Xz2pxqqPD+l/hKJjqIdpKyfM2rnyZMUpdIz1MW3lXGH9jMOhFIanif52T10IanrQ69UxojgtH7064uizICSRpK1XcVkeWK0s2stA0GrJuRBF1slHSGRSBK1AnaHNMG76zwg/x8XF4ehYdcvH80hJSakgSj1ixAhGjhz5qg/tZfFa7jmAuDhbOnc2488/u6HRXEMm+ws7O2u6dbvA22+/z4EDkJAA3bppCAvbQExM9NPpZHPs7KYTHa3PqFGijFgJJk4Ug9/Vq2IwlEieqcHY20cQHR2NvX1jJJJ8OnXSoWvp7LqEMWPeYceOHTRocIXQ0NbMni0KSBoYGDB27FiCg1Px88uma9cPqFPGLC4jAx4+dCMu7gkazWayszeSmBiDu7sXhYWF5ZiRxcXFyOV5uLlFcf1WT2y6reSJtS6xTfwZ80ccBAgVUqK0NJE7Mm8e2NqKAaxklatXr5KQYMfOnTcYO7bXs/JMixZkLV3KzpAQtFotvr4t+fPP1vTpA22rlt99acTHw8ldjYlP8iTJox4zCr7k2Ggf3mjl8dqCXgksLS1p2tSSMWMqV70pC2NjY7p3n8StW3uZM+fZD+dFvP9K8I+wOiUSSX2gN7C5ilX6AT89/Xs/0FlSy6H33r17GTJkCCkpKdjY2JTWXErQvHlzli1bxtixY9m7dy8zZszg4MGDfPHFF+zdu5fp06czefLkCgxQJycn1q1bx6FDh9ixY0elNaJ27dpx6dIlNBoNERERFd5/77332LlzZ7llYWFhFUR5QXQEiImJKdUYVSm1NG5uzoWTKdWev+emodQb147Iab+jKVDiML0zmcfuUxCSWG695G3XUGUW4vD5m6VBL3bRX8QuOUHB/WQA5K4V56NMWjkTM/coWqWajCNhpP8Ritvqt1550ANAK6DJV2LaxgVBqca4SV2St18r5wyh1WopLCysZiO1w5YtW8gqKTwBZ86cISQkpFJx6urw/M/0Za1xXjVe5z136lQ+urrBeHh4oKs7jPbtk2nfvj0//vgjc+fOpW1bbyZNEmti4eFx7NzpQ3h4Zx49eoMTJ96koCCIVavg+dtAR0ckm3h4iP+W+XoYPXo0vr6+eDSLIiTDnnSPdIJOPGt1aNCgAQsXLmT16qn4+nbBzEz8Lf/666+sXbuWtLRUkpOTMTMrr2y0Zg3Mni1HIpEglWagoxNPQcEUFIriCs8SKysrbG1tcXML4d2hB+DGSAZarOHdEavQ7RUIq1YRmx3LqahTRGREEBUFixaJ16HE7OP4cZGJ+eWXD9m79yD6+mkkJoazdu1a1Go1ALmCwMbfldy/r0NCQjGTJwt06HD/tQQ9EN0iRvZxQ9coj1vZTXhsV5cud/NwMHvWA1gNSb1GFBUVkZiYSFRUYbl+y4wM0Zj4RRAaCjY2qS9/ME/xT2V864HpQFVtofZAHIAgCGqJRJIDWAHp1W00NTUVMzMz9PX1CQoKYtmyZVWua2VlxfDhw/nuu+/4/fffGT58eKkAbFWQyWTMmDGDc+fOMX36dObOnVvuxunVqxfz5s3j3Llz9O9fsbBtbW1NQUHB094TcYxx584dGjVqxLFjxwgNDSU/Px8Q2zPK1ofy89S072bLpVOpPIkqwNG16tYMQw8bHGd0IWrGYZzm98BpQQ+iZx6h7kdtkLtaEb/6DIYN7bAKfPakkUgkOM/vgSZfSdqBu6TsuIEqJQ9Ven65+pmxrz1SQ13udfuOOgN9cZpT/TV7GQiCQMGdBNL/CEUo1mDeqQHOS3oj0ZGiyiygICwJs7Yii7KgoIA1a9ZUyL5rg5JBR2JiIgkJCVg8ldM4dOgQycnJKJVKWrduXetj/g/Ha7nnAI4ckeHuHkpcnCdWVpH4+/thaWlZ4dpJpeDnl4qdXRLx8Q0xMcmne/eT1KvnUe3227UTJcWWLIEBA0SGv66uLn3f7su980uwfqAH5yJIunuTefFP6OretXRa0tDQkH794MQJ8PaO4cqVKxgbW6CrK+fOHTmffRaGtbUoCSYIYg1SVzefjh07EhKSzb17unh4nEWhmFBBektHR4dJkybx+++/k5eXx4YN5pw715g//oC+fdtw5+EFHs8eRXD/liSE21J05y12b3ApJ4nZq5fYRjF1aijBwb1ITa1DTk4dVKoHpKamYmhoyJo1a3As+JWNZ79GR92QIYMPkZpaD3i1CkGZmbBvnyg35+pqzdaFbYhQXMdE/1Na3EpBKnl2/l9+KfYJGlavBFgBFy/Gc+jQZjSaHC5f7seqVeaAb2kmPHfui20zIgIsLDJf7CAqwWsPfBKJJBBIFQQhWCKRdPyb2xoLjAVwdHRk27ZtjB49moiIiEopziVIS0tj48aNyGQyPvvss9IHXm3RsWNHfHx8mD9/PsOGDaNly5aAGBjDw8MZMmRIpVlcbm4u3bp148cffyQhIQGJRMK5c+d45513aNKkCR9//DGmpqacPn2azMzMckFVRyqhWKnlrXcd2bLuMSM+ccXAqBpFETtTXJYHEjP3KPYT38B5aW+iph4CLdi8649py8o5zzrG+ti9J2aZEVMOErPwT5SxWVi/3QSb4c2R6smQGurjsrIvGQfukXMpqjQI/V0UxWWR9usdVGn5GPvZ4zCtU3myDaBraVRufyYmJkilUrKzs0vJS7VFdHQ0e/fuJS8vr1RAYP/+/WRnZ/Pxxx8zf/58rGrTZQ0kJSX9R9XzyuJ13nPx8eDsLEcud2XrVk+srXeRn+9fQRpLq4X9++HSJT9sbW/j53cQqVRKYWEhHauycCgDS0uxH27rVrhyBd4aFMPIbe/yqPgRdqnHMDtkwOduydgcP4LSRUlERARjxoxBrRY1PuPiYMUKPe7c6YVKZY5SqY9abYabWwRTpvihUokMzWHDoLjYFnNzc2xsWuPiokf79lYYGdlx9Kgom1UWcrmcIWUUkf39ReHlTz8N5p75Yd5ITkO+9AEJbl1oNWwzurpLgOdnBcDLKwsjo3ucO9eZ9HRLbt78FIXCFD39DVwoOEwzSRpy9SqSjb05GdSbFi1ejeCGUikqvFy/LsqoDRok1klFmOPK04Htc4IvJeo4Zaema4OfD27l9Kk21LFKoFBxnrlzTzFw4DgePBjEypVSIiLENpbaQqsFqfTvDzr/iYyvLdBXIpH0AuSAqUQi2SUIQlmqZALipY6XSCQywAyx4F4OgiD8CPwI0Lx5cyEnJwcbGxvWr1/PG5XQiDIyMti4cSOCIPDJJ59gXZkLZS1hbW3NunXr+PHHH7ly5QoTJ07kwoULNGnShNTUVG7dusXmzZuxtbVFo9EgkUgwMTHBx8eHPn36UK9evVJl/48++qh0u0VFRRw+fJh169aVLtNqBfQNdMjNKsbR1YihHzjX6hhlJnJcV79FzBfHsOztjaDRos4twsC9ductMzPAaV53CsKSSd56leSt10BHgo6RHvWnvYnLl31I2niJwkep1B3zctIW6twi0n+7S+GjVPQdzLF91x892xfThxo1ahTbt2+vID5eEwIDA8nMzGTPnj2kp6dz9OhRCgsLSxV+Pv3001pvy8jIiF69evHXX3+90DH8Q3gt95y/v7+wfTuMGychNHQsvXo9ICzMmk8//bS0r1GrhUOH4OJF0YLmq690ycsbztGjRykuLqZTp061NuuVSESm5/XrhQQEXkLmX4iaPD59dJfplssxlu4n+uKnXE2x5MIFQyIiVMjluri7Q+PG0KWLCatWnSY83J969ZKRy2Po2vU9JBKRKDJ+vLgPfX19Jk2axKhR0VhZaejZsydvvulJTEztLna7dpEcOnSLxPD3OGCaQt/MEAIbLeJqlh17QvbQ1qEtzhbO5T4zcOBA1q1bh1pdgKPjFfr3NyQmxpiNm3qTpupMOsF0Uq3nsPVB8uvkcPr0r9SrF87Fi4cBaN26NW2qtI8oD61W9AD86y9xOrl3b5Fd+iKz8p6eYruJGHhq95lTkae4k/4Xhg1OcPnoKgwtr5CiyGHFt7p0GTae4PTBWFg60MXdlecHB1XhnXcqV9t5Ubz2wCcIwixgFsDT0efU525AgD+AkcAVYCBwRqhhLikzM5PBgwcTERGBvb19BdZmREQEe/bs4eOPPy6nkvJ3IJFI+Oijj9i7dy8BAQHIZDK6devGzz//jLW1NRKJhNmzZ1fwcCtBZaf09ddfM3HixHK1oYTYQhxdDcnJFvsNTc1rr/gv1dXBfkpH7r+1mXrjO2AV2IjoOUdwWRaIRCZFlZJfabN62XM09qmL+1px6ladoyB83H5CunyHrqUhpq2c0XcwJ3r2EZzm96i01+55aFUasv56SO6lKHRM5Vj3b4Ld6Ja1Pqfn4ejoSFJSUqV+edXh+PHjnD17lgMHDvDOO+/g6upabnr5edf16mBmZob2FWiLvg68rntOqxUzBgsL2LOnGG/vIHJzcwkNDcXZ2RmpVMqKFeLU5Nq1zz5nYmLC0JeVdAEEWQgyv+Xkn11P+8xHzKqbTV6BG9KE95GprWnQ4BxWVjrMm9ceubzs78GECRMm8OGHCbi5JdG27WCaNGlCZKR4LmUZltbW1vj5WaOjIzqEQ83qKyVITk7G3f0xDy++QWq8J6f7HqP77TAsVbbcM3bh1PV4Zr71Fp7Wz1IbCwsL5syZg0JRyJQpLahb15r4+HgiUlfxl/QExVE9SL8wnqL4Vij0c2nUI5+PPsqgTRsDpNL7nDlzhgEDBjBixAhu375Nbm4uzZs3Lzeb9egR/PabqEjWtq3oh/cCt0sF9O4tZot9+tS8riAInIs9R3NDQ06cbY251UcUqAIojN+GXYeRHD+Zwvno4zRv1pyeHXoyxm9MrerjL5IdVof/sz4+iUSyCLgpCMIfwBZgp0QiiQAygRrvEoVCga+vL7Nnzy4VDC4Ld3d35s2b9zoOHV9fX5o0aYKtrS2tW7fGx8entMm2ugfx86zBR48eIZPJyqmAADy8l0PjAAsi71etoafOUZB95jHW/ZuUW66IziBh3Tka//kJafvukPF7CE7zevD4o1+RmRvgOPvFGs1lZgZ47xKpdcUpeSRvu0bGsQdoFMXcbrse23f8sR7YFLlD+eljQRDIu/GEzGP3QStg0dVTtEN6Rc1HgwYNYt++fQx/Aa2mP//8E29vb4YPH45UKiUmJoZevXoxbtw4IiIiGDVqVAXyw38T/u49l5kpTnkFBalJTz9MWloKxcXFXLp0CalUSmBgILNmPVs/LS2NnJwc6tWrV4Eo8iIwNzVHRzef8daTuW7jQmFea0xafIZwagZqSSiJibF06zao0lKHvb09/v72TJ4sTucLgkh9X7my/HpKpWhPV42pACC2YIwaVX5ZgwZeXLpUSAuPOLJlZzhzYCzpfdYw87aCY7P00Oljz9nos+UCH4iZpqWlPpaWz461c8vOBF0MQunwJ2Gjz9DQ1ZY2qiUcOqQgO9uK/fu7Iwiu2NsfYv/+Q5w4caJ04H/y5ElGjPicc+dsiIsTg8S4caKW6avAG2+IpKPaBD4ABDBo9AYWZ6FnehHXCv1402YMp4I+wcliA8mCjOD7dZFq/qKra1cczWvPqP67+EcDnyAI54BzT/+eV2Z5ETDoRbal0WiYMGECkZGRrFixgnv37nH9+nUsLS0RBAGZTIa+vj76+vro6elV+7eNjU2pk3pNUKvVbNiwgTVr1mBpacm+ffsICwvjzp075UwjK0NZqTJBENiwYQOrV6+usJ6TuzHO7kbcvlJ1EVfHVE7+7fhygU8QBNL23sZ1dT+kejLqvt+KtEP3ePzJrxj51EWdU4Se3cvLzuvZmuA4swsA+XcTSN13m5RdN8i9HouBqxUSmQ76DuYUJ+WiLSzGOMARx5ldROf1Vwx/f39+/vlnhg0bVquRYkREBA4ODlhaWvLOO+8waJD4c7t+/TqzZs3C2Ni4VB1fEATq1KmDj48PPj4+5ejv/za8ynsuP1+cZjpyREBX15y0tE7ExLgCzty9K+fmTdH5QF8fHj8OIyIiDKlUhYGBlL59u2NnZ4m+vhhg9PXBz692GYiHmwfzlW5ctwzmvnsKJllxSC6vRqujRkcnlYiIPG7evMmgQYOq9IIrwa+/wltvifsvC6VSrHfVpBaWmChKaZWN4xcuWDFrljvh4fe4eTORTi1zuXhiHQt1lSyVfU6MYSMkku6Vbk8qfSbUIpFIeO/d92jVoRWrLq2iWK+YHp49GObTjYe9HvLNN7s4d86a5OQAIiPHUVAQQV5eJj4+dZDJdMnNNSE6OprVq214ga6cWkMiEUXIg4NFV6Pq15XQrG5zlm2wQj76J3YemIeB1QK2KgvI15lJimYe2vtN+NzhE8z3qDFKWgkWdcWGTh8fUQ/tNfZS/GuVW5ycnDA2Nua3337j3LlzuLu706pVq9IAplarUSqVFBcXo1QqycnJ4caNGzRs2BClUln6Xl5e3guZhy5evJhx48Zh+XSYNmjQIAICAhg8eDDNmjWr9rOhoaF07twZgN27dzN48OBK9+3RSGy70miqnnmq7GEvkUhKAxOIup055yKw7OlNUXQGdce2JnruMVyWVZ552U/sUGFZVTBuao9xU3u083sQOfkQiqgMGnw7gLjVZ5Hq6oCOFEV4Gvl1EzBp5fRaaP5vvPEG58+fr7S+WxaCIPDtt9/SoEEDzM3NyxExGjZsiJeXF0ZGRnTs2LHUxDg1NZWwsDB++eWXclqt9evXp1GjRpWSmf7b4ewMXbpAgwZaDh+Oxs0tDThF+/btcXR05P33W1FcDNnZhSxZsp/GjU2IinLG1jaBoKCfaNPmTZydPREEA3Jza6+LLLlxg4/9euPfdwU9MqKor1+fb1Z8T1BQdxSKPhgYpHL37l3Onz9fgTiTmvqszys7G27fFhmKz8PUVHxB+V6759G8uSjd9bRNGBCZp+ACfM7+/b+xebMMm7rxZOUa85WvNysuhtOs9/RKt/fRRxWDMoVLWgAAIABJREFUsIejB5scN5Vb5unpSceOTbl//zvMzH5FpepOfPwILCzmoKMzDIVCjlSqpaBAj+vXxSzvdUxeDB4sKtDUFPgAePgWvTvEcPXm57y/4GcM5O9yKfQS8SfiiY9QIDe7zlrJTLxbH2bYirWg0orzszdviiOQkvTbyEjsffHx4VVF9H9t4AOxT87AwIDLly9X8ESTyWTIZDKMjIxIS0tj5cqVCILAG2+8UbVHVQ3YtGkT7du3L6cRCKJR6aZNmxg6dCg7d+7k3XffrfRBX1hYiKGhIZmZmdy/f79SKbQXgY6ZAepsBTLzioq6GUfDyL0UjcuS3ugY61P4KJWkHy5hPciXJ0tO4PhF9wrHWNa1/OrtMGytLXFxqJ65KNWV0eDbgWSdeUz8uiCcF/Qsrfup84rIvfgCDqEviMDAQGbMmFFj4Nu/fz9arZb69evTr98zx3pBEFi0aBELFizA2tqa7du3s3btWj777DNsbGywsbEpDYQl6yckJBAWFsaWLVtIS0vDzu7V+zr+J6NOHWjTRp/i4pYcPBj2tKlbzrBhw5BKQS4HfX0l+vp53L/fgoQEO2JjwzAzO42dXTJPnsiYNm1a7Rm5cXEi537lSvwlEvzd/UlPT0elUmBp+SUREd8QHt4flWohcXEV/SPv3YMmTydF1qyBzz+vfncmJmJNzLQKC8wWLUSmadnAV4KUFDh7th/Ozj/R0DCUVDJ5dPdTZLN8sdm8GGY58bweV9nLkJwsPu8r42xJJBIGDRqEh4cH27ZtQ1+/kNzczZw9O4r69cOwt8+msLCQTz8dT06OKCb9OgKfrq7YkxgX90yZpyyePHnC6dOnUan0OX9+ADY2LhzZBkVF0/n6669pnNWY7LTmOMr1sG90Go3SFeu8naQl66FURnE1LAxHJyfaDBv2LHvPzxcVzc+cgdhY7JKT//6JlFjf/NtezZs3F0pw8eJFYfLkycLjx4+F5xEWFiZMnDhRyM3NFQoLC4VFixYJ69evFzQajbB9+/YK61eFkydPCps2bap2nbZt2wonTpwQpk2bJuTk5JR+rgRffPGFIAiCMHv2bCE9Pb3Gfe75Mara97PPRwgZfz0ot0xdqBSi5x0TUn+7U2H9osRsIXz8PiH9SKjwZPWZKrd7OThECLpW8fM1QRGdITyesF8oSsx+4c++LDZu3Cg8evSoyvdzcnKETp06CUeOHKnw3tatW4WgoKByy27fvi1MnDix9PsJCwsTzpyp/FplZmYK69evr7AcsY72f36PvOpX2XuusFAh9OoVInTv3l24fPlyufNXKDTCm29eFd59d6Mwbtw4wc1tvNCw4XFhzJgVQtOmc4XAwJHC5s2bhaKiokqvayny8wXh008FQaGo8NbGjRsFW1tbwcxsnmBq+oNga7tbGDdutyAIghAcLAglt9eaNYKQmSkIV68Kwtat1e9OEAThp58EISKi+nXmzq247MgRQZg1SxDy8gRBqVQK9+7dEx4+fCio1RphxQpBOLa/QDyXjIxKt5mYKAjjxglCQUHNx5iSkiKcOXNGCAsLEwoLlcKoUeHC1KmXhMTExJo//AqQlSUIixZVXB4fHy9MnTpVmDdvnhAQcFnw87sqZGXlCYIgfl9z584VPv98ldCmzQXhk08+FW7evCnk5eUJhYWCEBh4T3BxGSvUr19fsLd3FZo12yDk5+dXuv/58+dXWPai99y/1o+vLNq0aUN4eHiF5adOnSpVbjAxMcHAwIARI0Zw5coVJk2axO3bt0vVEqrDo0ePuHDhQpXGtiVwdXVFT0+P6dOns3mzKJgRFCSaqxYUFGBoaMjFixdp2LBhrfrFDKvp2wMwbu5A/q340v/n30skesZh7D5oRZ23K0oA6dc1w2VpIEZN6mHkbUfq3lsV1rkcHIJaraFDi5olhJ6H3NkSly/7kLAuiNwrMS/8+ZoQGRnJ3LlzuXv3bumyESNGVFDHKYvBgwfzwQcf0Pu5hqzffvuNn3/+mVOnTjFv3jyWLl3K7t27KSwsZNy4cSxevJjp06dz/Phx2rdv/8rP5d8MrVbLN998jVL5hNxcQw4cOMCFCxcAUW1l6lQp337rS2CgOVZWVjRrloqpqSnHj3uTm1uHpCQfIiMj2b17d3U7Ebub580T08jn0KtXLzp37kzjxsHo6LSgb98gsrLqEhUl1uuuXhXXy84Ws7hdu6A2SnL161fvyyoIAqmpaVy+fIW8vDwUCvEQi4pEo1tjY9DT06Nx48Z4enqioyMVrYMaGoorLFxYYY43MVG0RVq5snbN3CUzEd7e3hgY6LFtWwNatmzDTz/VrZGc8zJYtUqs7ZZYU5qbQ3GxhuDgcKKiohCens/58+cxNDTk4cOGpKfb0LnzQcLCxHs1Pz8fiUTGL78MQSIRuH27H3v3erNzpzHHjxeQlraKnBxjcnLmkZMzj9TUn9m4cWO541AoFHz//fecO3eONWvWkJFRofum1vhXT3WWQCKRYGRkxNdff83XT9VKt2zZglarLafwkZqayurVq/npp5/QaDSMHTuWBQsWsHjx4iprUJmZmWzYsIG1ZfnZVaBHjx788ssvfP/996WuAPXq1SMhIYGEhAQ8PT356quv+OGHH2p1Xv2GVz8lq2Ooh7awGEEQSNp4Ca1Sjdu6/tUaz8pM5chM5cgdLCqYzF66GYKAQPuXCHplj8llRR8Sv7tI4aMU7Ea9fNvC83Bzc2Pu3Lns27eP3bt307RpUwYOHIiBgQHp6enl+jQFQWDKlCl4eXkxbNiwctvJz88nKCiI48ePo/PULlypVBIbG0tUVFSpzZWuri7m5ubk5ORgYWGBi4sLrq6uuLi4lFoT/f+IzMxMUlJSaNJEhx07+qPR3KWw8Bfs7Nrx9dcSliwBc3N9vL2HUFxcTO/el/HwuIlU+gtZWW1ISBiPWr2X5OqmrFasEAU7q2gxqVOnDq6urri7S3nyxBwjI0uGDhVwdRVnE9esedZ8/t13YomoNoTiSrTjSyEIAlu2bCEy0pQdOx6jUl0FPmLBAsNKp/3KQnTsMRP7PMq2LiWINcdVq2r2AKwOAweKdkVTpoix9QW1HarFtGkioWXhQjEwDxxYRGHhZqZOrYuv70UcHR3p378/EomE+Pg6XLjQgTFjtqBQqErZvK6urnz1lS59+hymTp1kdHR0mD27M+npYp9mVpYHhYWt0GrNEQQZubkjOHzYFRsbsa3E1RUOHfqJhARxoJ+Tk8PGjRuZ85KK3f8VgQ+gZcuWnDp1iqSkJH788Udat25dTpIsNzeXBQsWsHLlylL25Y8//sikSZOYPHky06ZNq9BYq1KpmD9/PkuWLEFWC4aRs7MzR44cQalUlu6jRYsW3Lhxg7S0NOLj47G2tn5hxZHqoCksJmLyAezeCcAk4MUKv2UD5MUb95BKJbRt3qSaT9RyuxIJ9uPak3XqEdFfHMPpi25I9V7NT00ul5faBt2+fZvFixejUqlYs2YNy5cvB8QH1PLly4mNja3US3HJkiXMmTOnNOiBSC338PDgzp07KBQKzp07h6GhIVeuXGH//v188MEHZGRk8PjxY06cOEFeXh5FRUXcvXuXrKws6tWrh7+/f40Ep/8GlPy2T536iays97l/35y4uHhiY+9x8GDTckzNH37QY8qU1iiV2ezYYUerVlquXk3g4sU2NGqUU/kOdu8WO9CbVP1blMvljB8/nr1791KvXg66ukN4801xwGZgIGZgxcWixmRWVu1scmpCUlISYWFhuLt7cP16D+rUSeXtt/fg4FD9TFA5lPnNxceL8X3lyr8X9ErQuLHYqzdvHnz8cUmwfTVo3lx8ZWXBtGkPCQtrQk6OJfn5Z9i9eze//fYbhYVePHkyho4df6agIBM3N7dSFru5eT+8vW/h7HwfQ0Mbhg8fjq6uDnXrQsOGpujptcXEZDly+UOKi/WB+fj7K2jdGqKjRT/A/fu90Wi8iI1tADgjkeTToIGa/v1f/NnyXxP4bGxskMlkjB07li+//LIc666oqIhZs2axePHicmrrhoaG2NjYMGfOHFatWoWrq2spMUUQBBYsWMBnn31W694uW1tbPD09OXToUKmsUePGjTl69ChvvvkmmZmZWFpa1ki5ri0yj91HEZGO0/wemPjVf+ntnL9+F5mODm2a+7yS4yqBRRdP5G7WZJ95jGWPhq902wB+fn74+fmRk5PD4MGDmTx5Ml26dCE4OBiFQsGsWbPKBTeAnTt30q1btwrN6tnZ2SxbtoxOnTqxaNGi0uWtW7emQYMGLFq0iPfff7+ccXBWVhY7duxgwoQJJCUllTqF/7ejpPUjMjISieQ2hYWjMTWVIJF8gY7OIUq073fsEKcOe/bUB97Cx8eHHTt2YGwcir5+Im5ug5g2TWDspEyOxO2goLgAv8gCuufZIHvnnRqPw9bWlokTJ5KRIZqlliRSeXl5hIREs2XLTeLi3iYgwJwOtScsVwm1Wk1BgTF374pan61aXUUQXk62Li5OzPJWrap0JvelYWkpOlxs3QoNG76YOkttYGEBHTuGUq/eY27ebMnBg8OQSOphYvIElepNDAwe4+KSzEcfjcPV1RWpVEpaGhw7JmXDBn8kEv/SbQkC7NkDERH6HDnizbffNuXMmQwsLS3p0ycLHZ0h/Pmn2IsokYBSeYf09PRSJndxsRwPj94vdY7/FTU+eDb9YmtrWy7oqdVqZsyYwaxZsyqtq5U02c6fPx9nZ2emTJlCYmIi33//PT169KjAFi3B0qVLuXTpUrlltra2GBgYcOvWs9qZnp4eKpWKAwcOMGTIkBdSB6kKGkUxMQuOo1EU47a6XwUnhhfB+Wt30JPJXnnQK4GBi9VrCXplYWZmxurVq/Hx8WHfvn2EhIRw8+ZNnJ2dy613//59kpOTK3ghnj17lsWLFzNjxgx69OhRYfvW1tasX7+eGzduVKrWIpVKsbe3r3Uv6L8d2dmiObGpqTlSqTtSqS1y+XY0GnVpyeDQIbFMV1a73d3dnf79+2Nvn0FiYg8yMn7C3X0fo6c/5OppG4yT0jE6GcTuDpVr6Z47Jz7US2pNZeHuLgoYFxUVsWbNGrTaCI4erYNW+yuRkem8CvGmu3ftiYjoRfv2f2JsnE9BQUE51m9t8eSJGPBWrny1Qa8EOjrw4YevPuiVoH379hQWFhAQcA19/XggkqysD8jJ8cHM7C4SiZSEhASWLFnC/PkLGT06irFjk/nkk4/58MMPiY2NJTNTnEK1sxOzVCcnW1atWkVwcDAnT55k4sQJjBunS8uWYgsKwMiRIzE2NkatVqOjo8Mnn7yDr6/kpdr9/isCX3BwMH/99Rfr168nMjKydLlWq2XOnDmMGzeO+vUrz4jatWvHqlWrAPELXbJkCdOmTePevXulnn6VYfbs2cTGxjJjxgySkpIAcSRcUFBAx44dKS5zdz58+JDevXtz/fr1Wgn0VoeCkESiZx7G7v1W1Bngi9zNmqKIGgX1K0XQ1dvo6+vRqln5nrQiZTFq9Wuokr9GNG7cmNB7IcyZM4cGDRrwzTffsG3bNmbNmsXly5cpKCgorb1qtVpSUlIoKipi0aJFJCQksHr16moJR1KplA8++OCVZev/dhgaWqHRLEdH5xgQQXKyDWZmZhQXF3P2rPhwf17hBET7J0dHFSkp9TEyMuJh+BX8h+3DqFiBw7w4TgzqRWJBUqX77NhRrNvNmCG6L4DYIvTkSSzu7jeJjlYTExNDTk4OtrbpPH7sQaNGSSQmVmxzeBEoFOLDWanU4c8/m9O+vR82Nua8//6nFVqbakJMjFh/rCzTezqe+I+Hk5MT48ePx8nJCTOzCDQaPfT0lmFmthdDQ1tOn+7KkiXJFBXpcO1aSwRhK/7+nuzadYpDhw4REDCbWbOymTMHnrY1V4mAALFpHsQB7vTp0+ncuTPz5s17Ie/M5/Gvn+o8dOgQjx8/ZujQodSpUweNRlPKoFyyZAlDhgzBw6NqG5R3332XDRs2lP5fV1eXgIAA/Pz8mDJlCtOnT69UhV8ikTB8+HACAwNZv349lpaWpeLTPXv2LLdu27ZtcXBwICgoiIEDB770uSbvuI46oxC3tc8ILC/bGH72yi2MDOS08K1YCIhPSiUnr4Dmjau+qW9kXiW6IIIutj2x1Kudo8HrRHFeIU3N7Tl8+DCNGjXCy8sLLy8v1Go1hw8fpnPnzrz99tsoFAqMjIz48MMPcXR0ZOrUqRUyw/+hehQVmXP//hh69drF778/QK0+hEz2Ebm5e5k37w9MTAYxd27lnxUEAYlEwMQkj4SEupia5SHTkdGv6DB35jXl3K9v0KRFDlQx5vTwEPkhf/wBEyeqgI1ER3vx++8Xsa53HGv7QAQErK3TsbJKIzHRGheXamiaNSAqSswyp08v6VvTo1+/fkil1bM/K0NMjLitlSsrNq2DWO97WqauFDk5IhGmTx9o3fr1ZXS1gbOzM46OjhgbO2Nunk9mZhZGRoto3ToQPz9bLl5M5/jxXuTm6pOTcw6FQoFa/SGFhebIZBeJixuOhcWxl9r3qxDD+FcHvq+//hobGxumTZvGrqcOh126dGHr1q1oNBo6dOhQI9lAKpVia2vLrVu3aNasGXp6eqWq//7+/qxcuRJPT88qpbFMTU2ZN28e9+/fZ+rUqeXMTUvQq1cvrl27JvaP/I2Moc7bTdExrnjHSI300OQrK32vMpy9cgtjQwMCmlY+BenmZM+vR89UG/gCLFvhauTOyeRj5KiyaG7REj+LgHIeXv8k4s/cZNiUT+jYvQuXr1wpXS6TyVAoFCxatAhnZ2dWrVrFtWvXSElJwcfHByenyu2a/ofKce8ebNsm4csvtXz/feLTutd2BGE0x49Hce5cEunpRYimEBXRsWNHfvnlF1q2vEBQUGvmzJHTumVrdhrspFitpN/4yzgmTWDmTNGwtTIemEQC/fpBQcERNm7yICrelDSHcHTk4Ty68QiZqwzzKFCp8omNdWLjxpcnHNnZwfr15TgpALRsKTabP/WNrhHR0aJG6KpVUJVQlLm5SB6pyjXNzEw0tj1yRMx6nZxg+PCq139dyMnJITg4mP3772Fl5YFS6UCrVtlYWPTgvffew9ramuvXNyOXK/Dy2sDRowGoVB8BjoAxEskSoqONa9rNa8W/dt4mISEBf3//Cqrv48aN47vvvsPV1bXW04ojR47kq6++qrDcyMiIhQsXUq9ePaZMmVIt/drb25v169ejUCiYNm0acXFxhIWF8dVXX7Fv3z5u3779t10iqgpsJv6O5N2sfDpH81zLwulLwZgYGVYZ9EAcUenKZBSrqu9xtNK3ZojjCD5wHY8WLZujvuXXuF1kFr98f83LoDi3AEGtIe7kdcYNGUloaGjpe48ePeLJkyd069YNfX19MjMzWbBgAaNGjeLJkycsX768tA/pf6geOTkiu27p0iIOHdqNo6MjhYWFCIIGkCII41EoprJq1coqt+Hv788nn3xCYKA1xsZO9OnzHh5WHizquIjFnRYzo90Mhg0yZNo0se3tWDVJgYZ8hPor0Kl7kqjr7xIf6otedj6dU7IIfHAVx/wIsrPlnDixC81LNrgZGlYMegA2NlBGya4CyrYHR0Y+E8auTh2xXz/4/ffqj0dXV6ybrlwpmtp+951oEHv58rP2QI1Gw+nTp9m7dy/R0a9WOSk9PZ0VK1Zw4sQJzpxx4cmTu1hYZJCQ4IiBgcHTTNCJlJQPadv2NPr6YGfngVR6Ax2d2UAyGs0cfH17/p+6m/xrMz6tVsuJEyc48XSyv0SkOjk5mbS0NK5du1aOZFIW+vr6yOVyGjVqRLdu3ejevTubNm0qJcc8j44dO5Zmf/3798fPz6/S7aanp5d+mSNGjKB+/fosX74cBwcHBgwYwMjadNC+BEwCHEn64RLmHSuSK85fv4N3A2dsrS05dfEmFmYm1WZyJWji5UbIw8harSuVSAmwbE2AZWsylOn/eBb4aM9f6BrKcX3rDRz027J7924aN26MQqHg22+/Ze3atezatYuoqChWrVqFXC6nVatWpXJnixcv5osvvngteqL/TUhLA5UK5s/XcP58B3JyctBq5wEGiKP5fGAu+/f7UPaZJgjiA1suF18ffuiGm5sbQUGi28GUKeJgS0/nWVSwshIf7gcPikFj4sSKx2Pb2Bb1QQWtpUE04Qhx4S5ERbxNSP9brNWNIUvxhJxkW/7880+cnJwqlCBeF+7ff8K0aQl07XoNe/s3uHLFj5Uraxbk9vISTW1rCxcXmDNH/E5KskBHRwGFYhvp6Y/R19fnxo0bjB49+pVpyx47dgyZTMaTJ86o1U0wNb2Ot/cBnjzpyYABg7GysuLbb2HWLEfMzeeybp3A8OG/cerULR48eIhWu4tWrVoRF/cuSUlSamnN+Mrxrw18Dg4O5ZrTd+3a9XTapQBTU1N8fHwqNC6DGDBLhKtLYGxsjJeXF9u3b2fGjBmV7s/Y2JhFixaVyw6USiWXL1/mwoULKJVKrK2tsbOzY9myZejq6hIeHs7atWvp2bMn6enpL1wIrwpRtzW4+EpLH9QyUzmaPGWl67Zo6s2pSzcwNJBjZW5KM5/aHUN1051arYBUWj5IZBdnUagpQKVV4W/ZEqVGSWjuHY4mHcJAxxAfs6bIdeSotMUUa1WoBRUqbTEqrQqVoKo06/K3bIWPWdXN9MV5hUQeOAtI8HqvV+nyMWPGACLzduzYscycOZPevXtX0Ebt0KEDGo2GHj16MH/+fBYuXPi/4FcN3N1hwQIoKtKhV69VyGRKdHUfolItBgYhkcxET28ZM2dupaxblCCIGZBSKfbXlQSA9u3h+HHxwV1VUOjf/zmhE0EQ6ZsnTuD7+A5zkXDRSofNBt2wezuIusZ/cmBTO9JC7JAJ4ajVSm7cuIGjo+PfCnzJyZCbK9YYS2BrKy4vK9eak5PDTz9tICenN48f67BrVy4//HAPXd3a9cdWNd1ZmQFsYaE4GFEqxe/G0RHu3s1j40YfBKEl9eolY26exYoV8XTs2AilUmTEKpXiS62uWCe0soIJE6o+Pq1W4N49X4KD/Rk2bA8qVREffjge76dNg1evitsMCYGkJAnr1knQ1R3I+++3Yv/+/eTnK7h4sT2//+7JwoWizdHrcJKoCf/awPc8IiMjyc3NZc2aNezZs4dTp05VGvikUilyubyCd5ejoyNxcXEUFRVV6usFYmH+4cOHnDx5kpSUFPT09Gjbti3Tp08nLS0NBwcHvv/+e9LT06lbty4eHh6sXbuWP/74g6SkJE6cOEHfvn1f6Lwe39BgYCKhvtezX70iDyKDtbj7l5+DEYkD5X/JRoZyHkTE0rWdf62DHogjcJmODsUqNXq64s8kOS2ToGu38XJ1pKl3g3LrP8wLI0eVja5EF12pHrpSXdyMPPAy8aFQXUBw1nUKNfk0MfYlwLoV+lI5MqkuehJdZFLdF8oKBUEg9cYDcmOT0NHXw31gRWrY4cOHadOmDVevXmXu3LnlDDpL0L17d+bNm8eyZcuQyWTMnTuXxYsX/4+5WQPy8/Nxc3MjIiIOPb016OktRKlMQhAMGD58ZoX7TiIRA5uurijpVYKuXUWn9r371Fj4/0WuMpc2Dm1wMi9fd5VkZ4kCxbdvi4GvQQN46y0MzD4h9MpWCosfYLY7AFPD2wQ4NsGhQzg/379ETs5XSCQFaDTacg4bNaG4GDZtgk8/fRYYSvrjVqx4tl6rVnDtmjhFWYLw8HC0Wi22tqmcPt2FwYP3ERrqRPNaCkPY2V3jk0+yaN36EQMGDMDauj5bt4oBduHC8oEqORmCgp7ZPOnri/Js3t63MDKSEx9vz+PH7tjaqvH3F6dny9pCvWgbQGwsXLw4kOLiw/j63kJHJwdLS1saPHX0VShg714YMkQczIweXfJJCQ4ODkyePBkQCTwSiVjvnD5dFOWurenvq8J/ReB78OABt27dKvW2a9++PQcPHqxy6rIydO/encOHD/Pzzz8zcuTI0odfeno6p0+f5t69e4BoYzN48OAKqvzbt29n5syZ2NnZkZKSUsoElUgktG7dmqFDh7Jt2zYePXrEhAkTqgyuz8OtuZSTm9UocgUatBADXcN2Uo58pS4X+PSdLSmKycTApTzD8sL1u/h4uLzUw7xpQ3dCHkZib2dN0NU7WFqY0r9bB/T0Kg7PW1lV3foB0Mq6HWq1mktbd3CkxV5MrKzpYtsTY70XK3Irs/OIOXoZ6ybuOHQOIPlqKLpGFa9lz549a1TbkclkGBsbk52dTbNmzZ7KKM1m6dKlFRrf/4dn0NfXx8TEHIViDD4+6+je/T2srKyIiupC/fpda802tLAAI2MtPx6+RRvrS+jr6hKcFMzHTd/H/XGG+FQvLBTToM6dxfSvzO84Ow7Mosbw9sBIVOfMWD8sED0dPQ6lH+Ks3VmKi2+jUtmjUq3EzKz2dWc9PdErcO5ckUyioyMuc3KCx4+fObc3aSLWIMsGPmtra3JzDUlMrIelZSYqlaLSQVdluHbtGiEh+4iP70dKSi5jxgTTuLENH32kR2XEdFdX8VUWgmBCXp6csLAw7Oweo1arkctnsGyZGFxehhGq1YoDgfR0+OYbIz7/vA8dOvyJqWl7OnfuXGq+bWAgBrOaAuqwYaL257hx4vozZoh//5NtsP/6wBcbG8umTZsYMGBAabbj4OBA3bp12bt3LxMrKw5UAm9vb/bs2UNaWhqjR4/GxcUFlUqFlZUVXbp0YfDgwdVOg7m4uBAdHY2np2eFQnpQUBADBgxAEAQGDBjAnDlzePPNNwkMDKzxuKRSCd3H6nLhFzUFORp8u+oglUqo31DCkzAtjo3EB4FpK2fyrsVWCHxtmjdGKpWw9/Bp/BpV3dZRGQwN9Nl16C/a+Telf483SjO/l4VMJqPdyBHY/noK086e1dYCcyLjMXN71nvAxRfOAAAgAElEQVQpCAJJl+6hSM3EbcCbyOR6ROw/g3PvtlXuqzYYOnQov/zyCx9//DFNmzZFJpMxc+ZMli9fXutt/P8GY2MT4uI+xNPzAI8ePUGlcmfw4MFs3y4hMbF6P7vnodAkU6C+woEZ7gwt/I4mFsmEmp/E6ZNF6H72mejFVgXs7SEpUUoDqwa82QL0no5VAgMDOX36LL/9JsfEJImAgJsYGn7BkiUwaZKYFdWENm3EeDt1qpihyOViX+LSpeILxGCoUpX/nIuLC126NMbI6CC3b7dDLner9RRrSEgI+vrmpKXV4ezZznh5neP99xvg4VF77TGJRMLo0aO5e/cu6enpNG3alDp1rNm9W5xmTkmphhEaGipGxzLXPDwcvvlGPPfmzcWku2VLI4YOHVBh31C7LNLZWcweBUG8hitXigzeDz8U65z/BP7VczppaWmsXr2a5cuXV8hoTE1NSUysvaKJRCJBIpHQqdP/Y++8w6Oo1/b/ma3pvSekEFIhBEJooUPoIF1RREXBchSlSBFBEfBYUERRj8hR0YOCIiA1IASQFmqAhJKEkEJ675tNsrvz+2NISIVA0Pf4e9/7unJdsDs7M1u+88xT7vseTEhICAqFgnfffZdXX30VJyene/Z+/Pz8iI+PJzAwkKCgoAbPxcTE1D3Wvn17Pv74Y+RyOXPnzq0jv98L/aYq0OtETm2TxsWCw+VcOngnwJr4O6C5ntPkdXK51Au0MDelqKR1xKPMnHy27D7E9cRUAjt40b9nlzYHvbrzUSvxnTqUsiMJjFGOqpsIrTbcIfwbdHryLyfW/b8yv4SEHw9gbG+N90Qp6FXmF6M0NUZh3DoKR0to3759g8m3jh078txzz7Fw4UJqGl/V/g+AFAgWLvTlww9n0L17d5YuXYqTkxM9e0pB5fz51u0nOjqaxPj13DgeS+qNYjbnTeYNzPiiowP/StViMG456IGU/NX2/6bU85JXKBTMnPkpixeP4pVXwpg27T3WrPHk2Wdh1SqJA9gaBAZK/n3z50vkchMTqeRZ3/ZPLm84wSmdy2Teeect1q8fgLHxc3UZUS2qqqpIS0urU8ABKbGNigrl6NE+dO9+DkfHXKyt81vl4tIYgiDQpUsXwsPDsb/twjttmhTksrKkQDN6tESxaIBffqkTDdXppKGiXbskwn2t8eyPP0r7aitCQyXha5BK4B98AN98A1evtn3frcHfOvDJ5XLee++9OtHc+nB2dsbNzY3Y2NhW769z584UFBQQERHBmTNnePrpp1m1alWr9lEb+JpDLX/PwsKC0tJSQCrFvf/++63WAQXoNlKBjbPAoW9rkMnBwVMg+6Y0PifIZNhP6dLia8O6BREVfWfMPyu3oMk4cUZ2Hlt2SQFv0siBDOkTSteOPsTG3Wy8uzZBplTgM3UYmceiqUjLpbtNb4zkd8qVpUkZWHi7IhpE0o9cIOvUZTo8OgRrvztd8LRD57APfThSaF27dm0wAezv789LL73EggULGijw/B8kPPmkpKjh6OiIra1tnQJ/jx5SINi9u3X72bt3LyaqBND1wYA1KdU25F37D2m/P8+hQ9bNSpO1FkePwtSpzsycGUxKikQjcnGRLrD34zLl5iYFyzfflJwUZs6ULtC1mD69adYHYG5ujq+vFQUFQt2Ea2EhXLmSx6pVq1izZg0rV65k9+7DfPqplEUuWBDI5MmXcHaOITvbgiFDhjwUicNaTJwolUY/+kjK+GopzslFyfxw+Qeu51ylUl9FbCzMnSs5Vbz++h0Kxrlz0ufxMAoh48ZJsna1UCgkcv5//gP1XMf+NPytazk2NjYtPtenTx+uXLnCuXPnmmRgIGn6xcbGEh0dTXq6ZHVhMBhISUmhf//+TJgwgQ0bNjBnzpxWuSlYWFhQ1oyUQ25ubt1dV2hoKBcuXKjT92suYN8L/mFyTCwF9qzTMWymnIPf6BkzW7p/uZZsj7+LiLlN0+zUysKM0rKKugGYSm0VP++JxMHWhvbtnDlz6RoOdtZMGjUQZb1ftreHG1v33Z3M/iCQyWV0mBLOze1H0FfrsOpwp6xZFH8LmyBv4jdF4Ny3C5btXRq8VpNbhMrchFsRp/CZOgx5G50fxo8fzz//+c8GYgc+Pj689tprLFiwoIGjx/+h5Sm8ixdPcPSogLm5hvPnbQgN7dbgeVGU1Euio6U7+8jI/hQVdUaud8DMeDXV1X1wc9mEg7UPw4fnYmQ0rPkD1YNSKQ2jNObH5eVRp8/ZWFPifgnf1tZSsHjjDcn1QKWS9m9vL5XtPvtMChTNYdAgqVVZU/M7UVHX2brVCmPjMLp1SyYlxYtTpwx8+62WgAAjQIWf3xxKS0v57DNjwsLuQvp7QIwYIWWuq1bBwoXVHDp7kK3Xt+JvbUOiUM6c2acYETCAtWsVTfiLmzdL3/2JE8070N8PaodrKiruVFblcom7uWwZ6PV3AvOfgb914LsbgoKC2LFjB++88w4VFRXExMRw4cIFcnJyEAQBtVpNUFAQo0ePxtXVta6UuWTJEubMmcN7773H0qVLWbVqFatXr0YQBG7cuMGpU6eYPn16q4dF/vjjjzoifbdu3Vi/fv0DCdvWh3tHGcbmsPdzHdYuAgXpBmzdZJQXiSjvcn327+BB3M1UAjp4otPp6Ns9mP1HT3PxSjw+3u70CA5sEPRA6jE2nu58WBBkAt6TBpGy+wSG6hpsAr0w6A0UXk9GkMvwfWI4MkXTIZOMoxdoP24ANRWV3Nx2GJ+pQ9tEQzAyMpJuBiorMa7nD+Pl5cW8efN4/fXX+fDDDxs8939oiLi4OHbu3IleP5rg4Cg2by5Do3EhK8uZ69elC5kgSIEiJEQasggMzOP06dMcOGBNZaVIQYESB7sElMpJDBhwhyv76afSQERz+g/e3hJBPKBe8t949P9hMFSMjaXg9/bb0KuXjjlz4hk0KIp27Tqi1/cCmj+IuflpXnqpABOTlVhZdcbCQkdGRigHDw7GyqqcgICTODl1o1bpRhAELC0tmTJFIrM3p3faVvTvDzJZFcOHn0fh+imlNcU43rJii/E0nKdHMWacO3J5w6ntqCgpo3/sMSn7dXFpOlhzv5gyBbZubfgeZTIpKL/9tlRuba0yzv3i/7vAV1NTQ1RUFNHR0URGRmIwGDA1Na0zLW08jdkYNjY2VFZW1k1djh49mk2bNjF9+nR8fHwoLCxkzpw5TJs2jZ49722yGhsbW2dlU7/U2VbYu8sIf1ZJxL9qOJ6rY/w8FdVaUN1lWLSzvzdb9x7BzMSYn3YdYmCvrsyYMhqFQk5RSRmRJ8+j0+sZ0LMLdjZWDV7XWjL7/UIQBLwe6Ufq/tNUZOVTnpaDiYMNnqPCmt2+IrsAIxsL5GolcrUSp16dSI2IanH71mLSpEls27atCdfPw8ODxYsX12V+Jq2xyP5fiAMHbnLjRk/y8+3Yu3cUxsYlyOX5PP20M5MmNV8emzRpEra2tri6phEVFc6zz9oQH/8SL7ygZMGCO1JhTz8tZVU2NvDCCw05f35+EB/fMPBduQKd6pmN2NpKE4n1fIofCAoFrFwpMmFCFDdumNGuXR6nT0egUpkATfmmBQUF7NjxKzpdZ8Cd8+enYGRUjo3Nt/TpE4u1tT0pKSGsXGnF0KFSNlYbpO+XzH6/KCr6HR+fJPaee5Yyo3QmZW/j8Iuf09OpZwMhgVps3SoFfkGQuJzz5nHbcPjBz6FjR/j2Wz05OflYWFjU3VgKgkTdWLlSCn5hbVvazeJP7/EJgmAkCMJZQRAuC4JwVRCEd5rZRi0Iws+CICQKgnBGEATPBz2eXq+nurqa6dOnM2rUKBYtWsTixYsZOXLkPYMewOzZs7G2tuaZZ55h48aNDBo0iFu3bpGYKA1b9OzZk7Vr15KQkMDixYsbDKdYWlo2aFiDVD6tnx32eIi3MBZ2AuPmKkmNNZB6xYBoAJm85dvbtKxcEpJvcS0xlY4+ngzs1RXF7YzK2tKcccP6MXJQb87HxrNl9yFuZUrDMt4ebiSmpD+0824ODqEBFF1PQWVpjl3XlqdPM/+4iEv/OzUQCy8XTBysyT59pcXXtAadO3dusZfr6urKm2++yYIFCygvL2/Tcf4K/NVrDsDEpB12dkmMGLEfB4dcevbcx9NPy+jYseWekCAIDBo0iLlzn+L773syYoQPGRlKlEqppLh2rbSdlZVkrjpkiMT7OnDgzj58fSEuztBAAOHo0YbGs0OHSnJrDwOVlRp8fXfh4pLLpk19uHAhjsOHd7Nx48YmIgyZmZlotSoEwZy4uDkoFPkEB3+Ln58R7u7uBAT48M03w/n4YwGlUrLp2bRJ6hkaDAaysq7z0UffsH37dnSNJ2jaCK1Wi5VzOqKZBrGsHQqbBMp0ZVTWVOJu2bCWffw49OlzJ4tWqaSgtGxZ8/3N1iItLY34+F0sXryRd955h4u1/kNIwW/ZMum7PHbswY/REv6K4ZYqYLAoisFAF2CEIAi9Gm3zHFAkimIH4BPgAx4QRkZGhIeHY2trS69evTh79ux9vV6tVtf5q+Xm5lJTU8OCBQtYu3Zt3ZSfTCZj+vTpLFmyhG+++Ya1a9dSVVXVZMClfn+vFmPHjn3Qt9YsjMwEZqxW8dvH1ZQVtqw5mZqRTWp6NjOnjkVTqcXBrvn+qImRmhEDejJ55CBS0rL4aefvxN1MRS6X3VO7sy0wtrOk8ytTKM/IRVvQ/FWqPCMPI3urJj09h9AAqkvKKb7xYPYz1dXVXLp0CRcXFxISEprdxtnZmbfffpuFCxc+tKz9T8RfuuYAZs4MYuBAF+TyXIqL1YSFhdWpebQGtVXkMWNg714pGzAzkwjitQgIkJwZqquljCM2tpING9awe/cRli9fXrf2cnMlVZVaBAZKJdGHAaVSiSAIdOiwA41GR2bmeARBw9WrV4mqJ44O4OLiSkxMHzw99yOKsZSVZZGamszjjz/OG2+8wfTp0zE2NkYQIDxcyqgCAyX+4IwZFxDF3zlxwpazZ8/y7bffPpw3cBsDBw6kvLoc9yHr6dnnP2zP+4he7YfgIrhw4cIFNBpN3bbbtzf0VQSp7/naa1Jm9qBSt599th8PjzSSk3tgZGTEtm3bGtw8CILUVz19WtIvMBgM7Nmzh7Nnz/Lzzz+3afDsTy91itI7qb1NVt7+a/xRjQOW3/73r8DngiAIYhvVg/v27dumkfTJkyfz66+/8vjjjzN79mzWrFnTQNLMwsKCpUuXkpCQwBtvvEFAQAAFBQUNSqBtsSFqLSzsZASEybh+ysDNaD3eIU37Yh6uTni4Shlvano2wQF3Z4sqFHL69+yCwSBy6VoC2XmFbIs4ymNjBv+pyiamTraozE1IO3yedoNDGzyXefwSHSY13x9tN6wniVsjUVuZYWx/9+kFbWEpcrWqjvhuMBi4efMmGo2GF154gX63x/5EUcTGxgZPT088PDzw9PTknXfeIS8vDwsLi4fwbv8c/E+sOUEQePLJJ6murqa4WMDB4R7ClC2gXz8p83nkEXj+eWloJDDwDvdOEKT+4LBhMH36JfLyghAEFYIg8MMPP/DOO+8wadKfd1lTqVQMGTKEL7/8EpXqbUpKFlBdHUZMzBeEhjb8vdra2vD220YsXRqDq6sTFRV9GTt2LCV3ST9DQqS/1147xaVLXUhNdcfH5wYpKSnNKjM9KOzt7Vn0yiJe/fVV+t7Kpuqli3y9bjhdQ3+lUr2FsrIy/P39ycz0o1u3fshkTcmPHTpI38O//iWp3NwNBgPExUnfZS3KyuRkZHiRlNQevV6OXl8NiBgZCbi7S/1gDw/pJic6GrZu3Up0dDQajYbLly+Tl5fHK6+88kDv/y/p8QmCIAcuAB2AL0RRPNNoE1cgDUAURZ0gCCWALfBgDqu3oVKpUN1NDr0RtFotOTk5dVY1oaGhbN68malTp+Ln54eDgwPHjx+vuzDWolaabM+ePfzzn/+kZ8+eddv/Veg9UUni+Soy4kQ0JXqCBrWsPKJQyFttNCuTCYR08qNLoC/rf/yNLbsjcbK3oW9o52YVXO6F1P2nkSlkOIV1RmnSsCFp0OkR5DIcuwdy6+BZ4v4Tgc/UociVCsrScjBxskXWwoCNIAh4TxxEwk8H8J48uMm+a5Efk0jhtWS8Jw6se8zIyKiuD1teXs6yZctQKpWIokhxcTEpKSmkpqZy7NgxCgsL616n1WpJSEjA1dUVT09PPD09H4h39Wfgf3LN3e/PPiHhjgamIEBwMFy6BF26wJIl0qj/++83fI1aDaGhx8nJkbN16xRiYoJo3/40FRUVdO5sRlFRKaampve1/luL4cOHk5CQQHLyBnQ6M2xsTnP58pPIZE2Hn3x9fenVqxeiaMmePV6o1Wq0Wu09j+HgUM6gQUc4fHggZ892x2CApCThgTLX06elLHrKFEltphaebp58+vSnZM99nt0dTQhM28G1iGWY9dhMcvJJcnJyyc7uiVL5PhrNm832t/v3l0yH9+yRsvVaRGdFc/LWSWSCjMGOY/juA1umzmyo0tSvn5rY2JM4OuZQVGRCv365zJkTTlWVxJVMTYVDhyQaiV4Px465YDA4ceuWL5aWtiQl5TBsWA1eXvd/HfpLAp8o+ZZ0EQTBCtghCEInURTvuykjCMLzwPNAm9x3W8K6deuaZGgzZ85Er9ejUCh45plnmD9/PkFBQc1SHMaMGXN7Su0Av/zyC7Nnz+bYsWP3rc/5IDC3FTDoocc4OVeO6jm9Q0evCc1/vfa2VlyOS8S3fbtW718mE3Cws2ZseF/yC4v57eBxTI2NGNirK6YmrZ929BjRi8q8ItIOnsVQo8MhNAALT0nerTQpA8v2kly7c5/OpB06y8WPfsTS25XiG2l0mDwEg96ATN58xilTyPGeOIib245IE6GNtrv+/V4q84rpMu/xFrPW0aNHs2/fPsaNG4cgCFhbW2Ntbd2sI0dRURHr16/H19eX1NRUoqKiyM9vU9x4aPi7rLnkZInPtXDhnccee+wOudrBQXJe/+UXePTRhq91cXGhqOgqgYHXMDau4PjxSURF1fD995sxMjpGWVkhkyZNYsqUKQ9dhcfBwYHevXtz9OgNdDoX+vS5wE8/zWf4cKhfDHB0dMTKyoqEBGvMzMooKqpm1KhuLe/4NiZOnMj333+Pp+cp8vO9efNNPw4ckOggjz4qEcBbi169pJuIrVulHmJwMEycZGDL9e+5nned4VVl2GJPgLoa577H2b17MkZGgaSl2dO+fQ3FxQKJiYl07ty83uiTT0qiBm5u0nHi8uP4MfZHzFXm1FwWiFk7j5c3volHI37C1KlTMTY2JjX1FocO9ebFF6WorlZL2WRjCbMPPjiFRqPhyJETeHqOJT/fjJMnFfz8c+s/i1r8pQR2URSLgSPAiEZPZQDtAARBUACWQBNxPVEUvxZFMVQUxVB7e3u2bt3awGWhLUhKSgKkEfb6CAgIqFs0giDUURxaqgjJ5XJeffVVZs2axYcffsjGjRvv6uP3MOHqJ+PMTj2hoxVY2Akc/r551wO5TIZMEKiqvr8ycO10p4ujHY+OHkxYtyB+P36O2Pj7I7gb21vTflx/2o/rT0VmPgmbfyfz5GUKr6dg5StdXJUmRrR/pD8+jw5BkMnwnjSYmopKknf+QeKvh0nZd4qSmxkYGvkNKs2MMXNzIPHXyLr3XqPRcnblt6gszQh5fdpdS7W9e/fm9OnTrX8vxsZ07tyZsWPHMnv2bN55p8kcyf8oHvaay8trOFzSVqxb19QNQKWSpjVrMWIEXL8OV66UERsbW7eeHnvsMRwcHMjLO0FS0mVmzIhh48bznDhhy/btnpw8eZIFCxawevXqhz4c0r9/fywsLAgIsMfCIogOHYxYs8acN96QxKPvvBcVc+fOxWAIZMCAeDIyepOUlHTPG6SAgACWLVvGypXTCAgYT58+XfjHPySeW0KCNFxyPzAyksj2H34o9U9fWpjOt586o0wyp8bWinRFOjWqKtzckujffxV6vZ6uXePw84vnypXurF/vzltvSRSL+rxIURTZsWMHFRWrGD/lMt7P9mXI8iEcOHwA9YYiAv6dwMU1nmS1b9qPk8vlTJw4kblz5zB8eEcKCu6uX/zoo49SU1NDdXUFanUmc+YEM2OGwLJl9/dZwF+Q8QmCYA/UiKJYLAiCMTCUpo30XcDTQBQwGTjcml6Dr68vP//8M0899VSbz3PdunW8995799zOxsamAcWhMWQyGXq9vs6eKDIyktGjR7N48WKcnZ3Jzs4mJyeH/Pz8uguzKIoMHjyYAfVH0R4AxuYCZQUi1VqRwH5yTKwEyovA3AZSIjQ49VIjMzWgVCoI6ejLucvX6du9darxIE13JqfdkYGztjRnwvD+D3y+MqUC57AgnMOCKLuVQ/rhC4iiiHPvIEwcpeEbS283ZEolWadi6DBlCA4h0hWxprySovhU8ncmIBpEFKZGWPt5Yu7hhLawFNugDmQcuYCJsx1x/9lH4DNj6oLq3SAIAitWrHjg9/TfgD9zzdnbw8GDMHx4289zzx5pUrM19MhHH01m2rRM+vffjkwmMmzYMMLDwykuLqZPHztSUz1JTo6ivHwXanUWWu3ngDkq1QF27KiiouIWpqbtqX+fbGEh9Y8eBM7OzsyePZslS9IZMKAQH5/FeHlZsHq1xHlzcpJsjH79FZ591gJPzxAUij2cOzeUa9fOcenSJRYuXHhXEQ5TU1NMTU157DEoLCxEo9Hg4ODAE0+0rXzbpQuMfuEM55ISMPtKw2bdVCqdBR6fZo3+RjVeXl60b3+JI0eGY2NzmpkzjZg+3RK9XtLq/OYbKfgpFGBkdJWsrEtka4xId/gI/ZEnUAUuYNaFdly3SUD7RQ9qqsuxMW75fYLUI7yXLryXlxfLli1Dq9WybNkyzFsjutoC/opSpzPw/e2egwz4RRTFPYIgrADOi6K4C/gG+I8gCIlAITC15d3dQXBwMD/88EOTrCYmJgYnJ6dW99h2795NeHh4qx0TBg0axPLlyzl69ChGRkbk5OSQnZ1Nbm4u0dHRzJs3r4Eiu6enJ7/88gtyuZznn3+eAQMGYGtr+6cMiXQfI+f8Hj1hkxV4Bkn7N+hFiuJr8BxpQnJaLq6O9rRzcWTr3iN0Dw5A3cpenUwm4O3hil5vQC6XNaFqtAWmLnbYdmqPx/BeZJ2KIf3weaz8PLDv4oO5uyMyZQhVhaUY20slZqWZMQ7d/HHoJqna1gXCS/EUXU9GYawm72I8NeWVdF/2bIs9v+bQWFtxz549rRIU/y/Cn7bmQCIVnzkDjWmshw5J04mtQWUlREZKVj+twb592+ne3YiLF8cQGBjHt9+mEx9fypEjoQiCOampnpSUWJGeLskOqtUX0Gq7UVPjT3l5EkFBuYwb155WLvFWwd3dnc6d3Xn5ZWkSUxQlVZQht12yvvkGbreOSUxMpKgoisJCJw4c8GbYsEQiIyOZUl9ktBkYDAa2b1/CsWPHkcmUdO3ahZUrl7dKTepu6OLUhdMZpwmzPUfV0yquRztx6LuJtG9nzvTp8PTTOtLSMrlwoTOTJllLNmUKSaque3dpHzodLFt+g4NX3ElKckNvaoqX4gReB79jY+j75LgfZUyiGeN7jsfH1ueu59O4En3ypDQI01hlx9jYGAsLizYFPfhrpjpjgCYNElEU36r3by1w919ACxg8eDBHjhxp8Njp06dbfaGqrKzkyJEjrFmzptXH3LVrF0qlkpUrVzJnzhzc3d3p0aMH9vb2nDlzhrKyMkaMuFNZ0ul0vP7666xYsYJ169YRGxvbateI+4Wjl1Tu1NeIyJXSBFj6YS3tBksrPi0zBz9vd2p0OnR6PYXFpTg7tH4go7S8gm0RR7E0MyXQ1wt/b497v6g1+73d31MYq2k3pLs0WJJwi8Sth1GaGePcJxi1VcsWRrWB0L6rL/oaPfkxN5CrVAgWAje2HMTUxY524T2aVYK5F2pqati6des9L1L/Lfiz19zEiZJ6R/3Ap9dLF6vWBr5165p3VW8JhYXGJCQEUFBgy40bPjg4xBEWBikpZ7G0lHPkyCD69j2Es7Mze/fu5+rVq2g0z+LgcAVPz8GcOBFCWBi0a31bu1XQaKSMddQoyVR31G0/ZK1WolW4u0NpaQUJCXGYmFSg1RpTWionNTW1yRRoc9i+fTuRkZFUVIykrMyfW7cq8PPb9MDTjLXwsfVhasep6GSXMTe24M2n+tDZ0ZysLNi4EQoLFYwZ486kSS0r3ygUcNX4O4pczmLIfpUnzT6lXfxgVjsXoUv4GJPC8wR29mBa50eb38FdEBgocTc/+eThaIM2xt9apBokseeIiIgGj+Xl5WHXSpmGzz777L6D0COPPMKbb77Jl19+ydWrV+natSvOzs4oFIpmxaoVCgVjxozh8OHDvPnmm0ydOhVBEKipqaHodsG8jcyNBggZISf6gL5uv/mx1dh1lrTM8gqLsbexZuveI4wY0BMLs7sr4DdGaXkFMddv0sGr3UMLegBFCbcalCIFQcDazwOfx8Jx7htM1qkYbvx8kMK4lLt+VllRV8g9dw23QaGELJhGt0VPIzdSYdvJG6GFoZh7YcKECaSkpDQQsv7fDIVCsgRKTb3zWEFB65VRkpKki+n9mI8OGuRLaOg+Jk3aTnGxMV27KgkNtWbatHFUVVVRU1ONubk5zzzzDJs2bWLOnDmMHp0BzKR37wJ8fTdiMEg0gtzcO/tt67ITRYnYHR4uZby1+/vhB3h8Wg1fnf+KaevfJt3hMKmmWvIr7DEK/hcxQgx+Pe6thHTjxg1kMjUZGWMoKnLBxOTjhzZA1V3pQe+uY5kfNp/OjlLLw9lZGjRatUr6ThcuhK++gmZkiKmuriZHk4OryoL3M86QmT2a98ZvQwiZjdLzM4LszRk5uKlOcmtgbS159P3zn215h+KMzzIAACAASURBVC3jbx/4ZDIZPj4+DRRUampqWjXGfPPmTeRyOZ6eng90bD8/PxwdHRsoDtjZ2VFQcGdGYO/evXz11Vf4+/tz/Phxqqqq6hTXtVotb731FomJiaxYsaJNwU8UxTq5QDd/GT7dpcwm+3QV9j0UDfqJBtGA3qDnwpUEZLLW84JOXbjC+Zg4unb0IbegofJvSVkFVxKSHvj89drqFi2G1JZmeI4Ko8OUIegrq7nx8yHSDp2jRnNnLFw0iCTtPEbK7uP4PjkCp54dAUkPtMOkQaQfPo/hPgj4YrmIqL3zfcyfP59NmzaRk9PU+ul/I6ZM0TBv3mXOnTvHiRMnyMkRaaTV0CKaG2i5F8LDw5k4cSLu7u2YPbuUysqZCIJAaGgoq1atYvDgAcyfvxBTU1P0ehvKy+fi7/8k/v5ZXL/uSW5uGps2fY7BYCAiAt57L4c5c9YxbtxW/vWvfz0wGbo2GxIEyb4IpBLgjXgDCbqtJBUmERevQmETR7l2EmL7i5QrPfEK8eLfsf8muaihN1CNvobNsZv5JOoTNl3ehNrYj+TkV1EqV6PXQ3FxMZmZmXWen1u2PNBpS/jjD2lkthkoFJKDwurVUun2k08kJZX64kZ6vZ6OmVpmH3bia7vnKX78Ms6iHb3pzeLRQfTpMZSqqtY7qIhiw8Egf39penXTpgd8f3fB/xdanU8++SRPPPEEExrLC9wFoijy+eeft2qg5W545pln7hqwRo8eTUpKCjt37qSiooKJEyfy1ltv0b17d8zNzVmzZg1vv/025eXllJSUPHDtvkZLA4FqK0dpRWZFVWE0tojt+1MAuJ6Yyq3MrVhZmGFmbMwn3/zMsP49sLWyxMrCDEtz0yZ9O21VNb/9fozADp6EdetPQVEpG7bsIrxPKDq9HpkgYGpixI3kdDr53r9yraFGh9CKEqQgk2Hf1Rf7rr5ocosovJqMY/cAqorLiP/xAIJMwD7EH7ughnPQcrUKz7H9SPz1ML5ThyHcI9jrz9RguKRH8YS6VjsYmUzGihUrWLRoEZ988smfwg/7u0Cv17Nx46fk5fXAYBD57bffcHExJSSkKeWjMXbvlkjPD9Jr6927N7179wagvqOWXC7Hx0dOaqqk0GJvLwWh2bMLyM1tT1JSewoKdNjZnaOgoIDHH7fkySf3cOmSHaJYiijuo6amhhdffLFN36urxMRh61aYMqoC/frNDCnLx+m8HSq7eEqSBVTtTnLg6jJ6OObjIBRwoeoXvIbMlpqDwPeXv+dm4U3UCjXH9ztSme5KWNgarly5SHm5OV27dsfExISUlCwEoZoffiigoOAsQ4cOxbc5m/a7ISbmThPyLvDxkcqOlZUSrcTTE8xNDci/3EDHk4N4L8QYnf4iKrmKd8e/y4wJMwApkC1bJgla+9y9xUd2tjRx+sgj0mBQLUaNkkTKT5+WaBkPC/9fBD4TExNUKlUDcvG9sHv3boYPH97qgZaWUGtg2xIKCwvJysrihRdeQKFQ8Oabb3L9+nV27dqFKIqEhoayePFiXn75ZTZu3MicOXMe6DyqtaA2aXge+bHV2HVS4u7jSaCPJyVlFZgaG1NYUsIT44ah0+m5mZrO4ahouncOIOlWBqXlmgY+fcWl5aRmZBPa2Z+qGh2JKelYWZih1Vah1xsoK9ew+9BJeod0bOLv11qUJGXW8fdaQoWmsgFf0MTBGhMHa/Iv3yDt8Hksvd3wGtOXmzuONsvzM7I2xzmsM0VxKdgENl9jE0tFdD9XIQuQo3yh6e/CzMyM119/neXLl/NurQ33/0IUFRWRlZWFIPzA5cudKSjYiSCYM3JkNNHRJahUKgYNGkTHjh0bvK6yUtJe/Pjjtp9D45mqWrHqWoJ3dDT4+xfi4hIN5BMT0xOZzJ+JE+MIDw8iNfUw5uZK4uLmUVHxT27cuEFeXh4vv/xyqzR9W4IoSr51j68x5zfX5ziWeoytJUGoTEZgNGIXSssOBKlOEPnbawy33UtAWTJcWyd9OIB38hHa6dVsinmSLm7X8e/yM8YW7UlysmbXpQIUilkIwhHWr5dx/nwsCoWalJQyvv76a+bMmYObm9s9zrAeGttYNEJZmdS/rO2xGRtLguHk5lL26iq+LH+Kx35/ifR1Z5AZJTN62LsM6n9HWUkQJJeFL7+U5M1a+rx++kmiaKxYIcnUNcarr0pqPu3a3bm5aCtaFfgEQVCKovhfbUfdv39/tm/f3ioRaI1Gw9GjRxsMtGRkZHDu3DnGjx/f5nN544036v5tbGxMQUEBK1euRK/XY21tzZkzZ/jyyy8RRZELFy7w+edSCeb333+noKCAFStW3Lc0UZVGbOLMkBZZSfBsizqpo7SsHErLK+gdIknXKxRy/Lw9UCqVXIlP4pGhd0y2RFHk8KkLmBob8fSkkVRUVlJcUk5RaRnp2XkYG6s5HxtHzy6BPDlhOCfPx3A1IZmh/brfd9+wOOEW7cK733Wb/X+cYdLIgXX/N+j0JO06TkVmHm4DQ7Dv6idl3nfJvmuJ8s1Bf7IGwzU9isfUCBbNf/aiKOJR4840h8fZsGHDnz7s8t+67pRKJefPnyc9PR2tdi5paZkIgpaIiB9wdJTRr18/vvvuO/7xj3/Qvp53zWefNR1o+eILaZS9rUpcoaENs0ALC6iqeoKIiKNkZaWg0zkSHh6Dl1c2Dg755OUFUFJih1arpaZmLcbGHyKTydi8eTNzWzLXawX27ZOyFFGEsb5jKdGWEKmyp1iTR68gN0qrLLA2c8bulUP8smEqoz7y4mxhKmq1mk6dOrFjkzOnd3Sh77KTKEx15Oa785hxGGU//MAzwtcsv7aCUaMy8PC4RElJEn/8MQKZTKR791OcOXOm9YEvJ6d5n6d62LhRsoNq0Ls9dIi0bw7wjfMqFv/LAiMjsLHqy6JFfZt4IoLkpNFS0EtPl/RJJ0y4u6t7YaFEjl+6FJYsSScpKYn4+Hj8/B7cLeaegU8QhA3AGEEQdEAmEAPEiKK47oGP+hCQk5PDhx9+iMFgwGAwcPHiRVJSUli2bBnHjx+voxv069cPeT2CiJOTE8XFxbzW6NtwdXXl888/p2/fvq0ejGkJ9X3bjI2NGTNmTN2UaUZGBkuXLmXWrFk4OTnRsWNHZs6cSWFhIZGRkaSmptKnTx+GDh3K0KFD6d27d4PzbwnVlQ0zvuLEGiw8FRSWlnItIZn+PbtwKyOHikotXu0aGru2d3ehrELDkahoBvUOoaxCw28HjtOrayA+XtIYnKW5GZbmZngg3Q0LgkBs3E16dglEJhPo1yOYrNwCDvxxBhsrSwb17tpqqoOFp3OL/b3moMkpJHn3CUSdjg4TB2HqIn1f1SXlqK3vb8xZLDGg21KNLFiOclbz2b+Yb0B/tAaxUETmIyfwpU6c+uE0x/4M2fjb+G9cdzk5UjmqrExObu5zFBXlYTBYUFX1LYLgRFaWC7m5fhQUWGJtrWHhQk2dPVB4uHQR9Gg0D9W1q3SBnTGjbefWePKvc2fo3NmYwYMt+c9/EsjNteDUqdmkpd3C3d0MO7t9VFd/TVnZbFSqy6Snr2P3bh02NjGYmW2jWzevBsbErUVkpJTRrlhhwNNzE5cvJ6GJ6cEHK22YMHoqSrmS+Px4Kmsqmf2pO49NTqJPn9+QyarIzByBu99EBv9jLTWilnKFmkmjX8He1o8RQ4Zw5swF7N+xo1u3J4B4LCyOMGJEBCdO9OfAgXCCg++jTFtW1lBjrBnk50uWTgDU1CB+uJojN91JHLSat2fduVlpzgj4bhBFyXLp1i1peKU5p6/qaukmIipKsqN67DHw9r7IE08Uo1Il8fXXXzNw4MAHFv1vTcbXH3ATRVEvCIIrkvFU61nPfxLs7e155ZVXkMlkCILA5s2bsbKyorCwELlczvLly+vMMesLSycmJrJz5846Pc76WLRoEe+++y6rV69u8/mtWLGC/v3715nQ1sLV1ZUNGzYwf/58VqxYwbVr19i8eTO3bt3i6tWrzJs3j+nTp/Pll1+SmZnJ22+/jcFgIDg4mOHDh7fYA6yqBFU9InBKhIagFyw4FHWWHl0kZdiEpDTGDGne3Co4oAMnzsWw8/fjlGsqmThiAKZ34b55tXMmOS2TtMwc2rlIwzpuzvZ4ujlTU6Nj047f6R3SsS5w3g22QXcXINRoqzBSSysrKyqWsls5lIo6Oj46BFMby7rtylKzMfdoOaurD1EUMRzTYUjUo5imRjBrmHKIWhHDSR2Gm3oEWwH5YCWCzZ1APmvWLF5//fU/05z2v27d2dvDK69IrtnZ2ReJjj5HYmIiWu07QCJq9Sd4enqh139ESMhhRo7sx7BhnRBFiSjeWG8TJK+1gwelu//7qdI1h8hIiWD9yit3eojBwcHs3bsXe/t4NBornJyu8tprT/DGG2FkZfVBEAJRqXLw8lpGWdkT6PWl/PKLG998U0SnTteZPz8Af//WZaS1zuQlJXDrViIazTUKC/1RqXScO7eVQYO8cHR0JMBeGvjYsmULffqkcuLEBJRKHe3aXWD6ZCf8At+mRFuChdoCtUK6ITQxMSEmJhq9XsZrr+lZsKCcDh06EBcXj0JRyJQpyVy/PotPP4WXXmpFIGqsB9YCBAFJP+6jj1ivfg1lH1+ef66ZbVqJ1FTJYeOxx5qa7IoiXLgAu3ZJ2fuoUdJvpnb/P/0UQefODhw7NgVz8yJOnjzJ6NGjH4hL3JpXnEESr0UUxQxRFPeJotjMT/ivhUwmw8TEBCMjI9RqNQqFgk6dOnHhwoU6NQR/f39sbGw4deoUcGegpSUOjJWVFf3792fXrl1tPr9ly5aRm5vLwoULG0ycgkRvGDt2LLt27aJTp0689tprfPTRR4SGhqJWq9m5cydGRkasXbuWXr16sWLFCvz8/Fi/fj0//PBDs8errhRR375zKs/UYWwnR64SKC4tx9rSHINBpKi0jA6ezV9dDAYDxWXl3MrMITTI765BD8DF0Q5jtZqoi1frHnN1tCcjOw8PNyemTxxOTn4RP++OpKSs4j4+uaYoLCrB1toSQ40OtaUZPo8OwWVkGNcaeQSWpeVg3u7eogVikQHd+iowFVA+Z1QX9ESDiCFGR823WnQ/VyF4yFA+b4RikrpB0KvFggULOHr0KGXNzXq3Hf91604mk+7O7e3NmDx5LC4uDhgM1chkZ5DL3VGr1VRVaQkJ+Z2rV8cRFhZGYWEhv/2mZ8QISYOxOSxYIJW82kotGDJE4hguWQL790uPmZqa8vrrr+Pt7c2ECXnIZC/QpYsbw4eXMH16Al26FNG1ayk6XTgymYqKitGUlZkxcOBZbGz2cP68xFlszVf8228wfrw0wOPldQVjY2POnw+lR4+zCIJARkZGg+11Oh1lZTbU1EiC6Obmlzh27Bi3km9hb2pfF/Skff9GaWkpRkYKlEoVhw6d5ZFHHuGNNxYTFhbGvHnPs2yZjBEjpM8zMrJtn2UDpKTAmjXMWu3LzUbqhA2ywnoQRZHIyEjWr1/Ptm3bqKqqYcMGaULzgw8amstmZEhZ8uLFUoxdskSiU4SFNQyqoijSrl06cnkFN250qHvsQdCajG898IcgCN8gLcYYURQfkq3jw0dQUFCDH9jMmTOZO3cuQUFBREZGMnLkSNQtrUAkv7yFCxfSr1+/Buor9wtBEHj00UcZOXIkn376KVZWVrz44ot1up/h4eHMnz+fvLw8Ro8ejYuLCwqFggEDBtRJl2VnZ/Piiy/y22+/4ejoiIeHB3379m32eGbWAka3G8PJuzT4TzejqKQMSwvpwbOXruHq2HwJt6C4lD2HTjK4TzdGD+rNrxFHMTM1wdXpzny6KIrk5BdyMzWTrNx8ROBGSjodfb0or6jEzNQYZwdbLl9PrHv/fbt3pkKjZf8fp7GyML+v8ifA0dMXGdirKwXFpdhaWSBTKuoGU9xdHTl96Sq9Qu4MUOirapCrW77VFUURw2Edhlt6FE+pEW6Xhg0ZBgx/1CBWiMiC5NJzinvfxqpUKoYPH85bb73Fxx9//LCVeP6r193w4cPp3r074eHh9O5tw44dvZg6dSoGg4EFC17m22/zeOqpbbRrF8eFC+OIiOgINF+GNjGR+jw//igJHrcF7dtLGcXu3dJk56uvgrW1HEEQkMlq6NKlgC9ejsCn6gp/6AuIFywx9znKqoV9uHH8IjLZFU6f7s22bZNwcsrB0hJGjmx5CrWWg375suT6LpPBtWswcqQdO3ZUU1Jiibt7GhUVNKBNSW4LY0lLi2TcuB2cPSsnMjIYG5sUvvrqK4YNG8awYcMoLoazZ+GXX9qTn+9MTo4Tfn5xxMWFUlZWhq+vL2ZmdwKEn59k4LttmxQA58xp3UCIVqtl586dREbaMH68CY6ORmRkOKLV2mE0SBpYkSOZAhcWSuVHuOOi0Rg7d+4kKioKIyMjdu26yoIFasaOLeaVV3piZORDRYV0oxATI53fk0829FBsDr169SIiIgJHx3OkpCyla1fLVrWBmkNrAt8m4Ovb2/4D6CwIgpEoig/J2vHhws/Pr4GSiyAILFmyhHfeeQdRFPm4FSNlixYt4oMPPuD95moz9wlzc3OWLl3KtWvXmD9/PpMnT66zNXrxxRfZsWMH69ato1+/fk3uXpycnNixYwcffvghgYGBBAUFcejQIRQKRROlfBcf6aJbWaBHrhZQmsq4cCKe0CA/DAaRqzeS6B7clFNz8WoCiSnpTH0kvE66bNKIAXy3dR9+7d0pKCqhWqdDABzsbOjg4UrvkE7IZAK/7jtC/x7BnDh3mREDe6FSKalu5H9oamLEpJEDSc3I5oft+zEYDHh7uGFlYYa1pblEqzAxacInrNRWUVouZYoFRSW4BTachxYEAblMhk6vR9GKH78hR0/NWi3y8SqUM4wQy0V0e6sRMw0IzjLkY1UI5vc/YWFubs6YMWP46KOPWFjfYqDt+K9fdzY2NlhYWGBvb42JiQ6t1hEHh0rMzMwoLPyI/Pwx5OV5ERJygi1bYpk1a1aL+xowQBqZz8qSSNRtxdixUl9xzRodx45FERKShEolcvz4LHJz3+CV9pn0SjnEMVsndGpbFp9czMKAhWRczKBbtyPY2zsiipN56SUp8ERESKP2jVHbJvvpJ0k4uqxMmkzs168fP/5oga9vInqljvCJ4ZhZSjeh2dmS1dJzz1kya1ZvDh+uJC5uJyEh4zh3rhMmJhpOn1Zy7JiItbVA9+4wd66CnTt3U1bmQ3GxBXl5bri4SNUbU1MoL78zESkIMHmyFLDXroWbNyVHhnbtJGqBs7NEGai9/zcYDKxbt47i4mKuXx9GfPwS7OycyM5+lvffj2LBggWYmkoDa87OF5k7N4++fVOZPHkyly9b81yj0ifA9evXUatN2Lq1D8XFOXh4fISpaV+WLSvH1bUdFhZG9xxqaYwhQ4bg4OBAcnIyr71myi+/hFNcLAXj+0VrAl+6KIoNyG6CILR+EuEvRkFBAQEBAcTFxeHvL+k4Ojg4kJ+f38Ag9m6wtbWlR48eREREMHLkyAc6j88++6wBvUKhUODk5MRXX33F8uXLGTJkCDY2Npw8eZIhQ4YQERHB4cOHCQgIwNjYGIVCUffXq1cvDh48SEJCAvNrWbItIGmnhg4TpZpnQVEJdjZWXIiNp3dIEEUlZWi0VZgYqanR6dh96CRuTvaMG9af1PQsbt7KpKxCcl52srfhfGwcz0weiZVF83fqNlYWIEjl1Hvpdnq4OvH0pJH8cfoiN1Mz6NrRh+zcAuISU+uOWR8FhSWYm5tw+doNUtOz6drRF4NBbBAg/b09iL95i46+Xugqq1AYNc32RFFE/3sNYrYB+ZMqDLtqqNpUheAhR/6oEsXotvPxunTpQmJiItu3b2fixIlt3t9t/C3WXadOnaiursbaOo1Ll4LZuLE9FRUV6PV6AgOvEBExisGDj1BRce9LzcKFUvD7+OMHm/I8dQp+/136tyhKosfFxUUUFir46adnsLXNorjYDKUylzev/QMba3PejYnl35V9SfboyM95Gp7vPp/8/Gw6d3ZGLnfi5ZelydO7aEmTmAhubiJFRbns2KFixAhLqqtlWFl1Ydk7P5IUeYUDpRWcOnaKoNLXuRBlwT//KSnIHDniTHz8NLKz3ZDLDWg0JtjYFNK16ylWrhxY73MIQSar5MyZSxw54s38+T6cOGHCiBGSM31cXFOrIlNTqUx77ZpEQDcykigJV69KwbeWs19ZWcXx48Go1SqSk20xMQmjpMQIW1s5Wi3s37+fSZMmERUVxeXL20lKegQPjzTWrl2LTvcWVlZNbzwLC+35448gbGx+o7KyPdeufUJurhkBAVFMm5ZASMiDtauDgoIICgqif/8wOnW6I2t2v2hN4LskCMJroih+WvuAKIoPxwvoT0Bubi4zZsxgw4YNrFq1CoCEhASCg4PJzMwkPT29VSO/EydOZP78+YSFhWFpaXnP7RujvgyaKIro9Xp0Oh06nY7CwkK++OKLOlL0hg0beO211273Q37jiSeewMHBoW57nU7HgAEDKCkpYfny5SxbtqzZFL+6zIBBJ6K2klNaXoG5mQmiKHI9MYVp44dRVqFhx/4/GNS7K0eiLlJWrkFvMJCVW4C7qyNh3To1oCKUVWjYHvEH08YPQ9EMwdzTzZmU9Cy6dPTh4tUbdAvyQxCEJgGqFoIgMLB3CN2Da8ufZoT3DUUmk5GakV3nEA+wff8f9OraEU2lljJNJedj4iir0DTIig0GAwnJafh7e1CeloNZu4a1EjHHgG5rNbJ+csgREM/oUYxSQaAM8bIBw0EdolqPrJ8CmceDlUxqMXnyZD744AMuX77cpv3Uw99i3dnZ2bFgwRJEsQalUo2trQITEx3m5hacPNmFoUMPcupUEHPn3psva2YmDTT88os0/HC/CAu70zsSRamcmJyspbr6d0xNrbh+vQMZGd4EBERRmtuddMd0Fpq783p6NNnG2ST7OtKxozM6nTM6HdTUwKxZ0sV13jypjNocvvtOxMnpO95/P5Z9+/rh7/8DavXLPD3Th72aS4y5WUSWayAX0wPYcaiQ8YMkFwcvL0nvdOpU2L+/gsOHD2NqasqRIz2xsBjShNLUp08f+vTpQ1GRlNEtXEhd4Dt9umWPvsBA+Pprqfx5+LBEL8jMPMvHH/+CQlHNSy89ys2b6yksNEWp7IVWG0tRUW8KC4vQaEK4caM9MTFw/ryS8vLRpKW1IyOjHRYW19Dry5EcrSTodNKNglI5ATe3vcTGdgPiGT16A/b2fkRHe/Ptt+1JT5fOvS06EDY28MILkhfg/aI1gc8RCBcEYREQDVwGLomiuPX+D/fno6CgADc3N0xNTcnPz8fOzo6MjAxefvlldDodixYt4tNPP71rdlJQUICRkRGLFi1i9erVdQH0QSEpmyvq+ntmZmZ88MEHXLlyhQ0bNmBqaopGo8Hf35958+bx8ccfo9VqebSx8yYQGBjI/Pnzeffdd+vKD7VI2qUhyfkK1VdsySsoIqSTH5eu3aBLoA+CIHDtRgplFRr2HTnNmCFhnDgXw+RRg5ocoxbmpiaMGtSbX/ZGMnXs0CbBzM3Zgdi4mzwytC+bdx2iW5AfdtaWFBSVYG/bcv2hfvlz047f6RXSkdi4mw0Cn16vx+V2T9LV0Y6h/Zrn+W3ZdQhBgLJb2Th0l6ZXRYOIPqIGikQUs9QIagHRX0RQ1zv/UBnyUAWiRsRwooaa32sQHGTIBygQrB6sV7dgwYJ7ZuT3gb/NuistVeHhoWLECGlMffZsBTNmvIpGcwQnpzIgDDe3wHvuJy1NKk8+91wOMTGbMTXV0LNnT4bU2h3cBwRByvi8vd3o3j2QS5cu4e2di5FREWlpE/GwEihKmkBNzy9YxSM8Yn2Bn4sKsAgsg0bK/337SkTsceOaqodkZcG1a3mcPWuBiYkFFRUF5OYWUlpazcGjaylqb8Xb+uV0/fQiljNKcfRP4PmX7Gnn0nDtjho1CmdnZ+Lj4xkzxoFff+3GzZs0cVy/ceMGZ84UsnbtKXJze/H22zcpLb3M1avjUanSGT9+fLMzDPXLn0uW5LBjx3EUCj1KZQEzZszA29ub9PRA9Po9lJScxM4uGCurXYjiDT7+eAuenvD991dJTEwkNdUbrdYYU1MVFhZ3nEyuXpV0PV94ATp1siU/fxKFhRns3p1KTo4ZkMHSpf4MG2ZGVJRUGhYEqSwdGvpgWX7HjpL26/3inoFPFMVHoa7M0hEIAnoA/3ULEKQLplwuZ8aMGXz33XcsWLCAQbebsyqVihkzZvDFF18w+y5igZWVlaxbtw5RFLG2tiYyMvKBFt+90KlTJ9auXct//vMfPvroI4KDgykuLuatt95i3759LFmyhKVLl2JSj+gSGBjIG2+8wcKFC1m6dCnOtxsiOq1IVZGe0VN7kpKWxYGjZygr13AlIZnRg3tTVq6hV9eO9OrakX1Hoqiu0bWKJG9va0Wfbp3Zdeg444c19N5TKRVS/08QcHWSJjpdnezJyMlrMfAZDCJV1dVUaqtQKhT0CQ3iXEwcl64l4GhnQ6W2iorKSuKTbrEt4igA1xNT2BZxlOH9e2Jm2pA+4O7qREZ2HtWlFahv91DEBAOy9jJkAXd+3g2CXj0IJgLyYSrkSBmi/vcaxBIRmZ8cWS8Fgqr1q7E2g1+7dm2rX9MS/k7rLjdX4kJ7ekrBS68HDw9rPvxQKvvq9dKQxerVLQ+JiKJkcBsdXUFW1mGuXevB8OG/s3//fmxsbOja9d5yaM1BEASeeuopwsPDqaysxN3dndzcXM6cKWLxEjfM8vMoqQjArbtAhGt7HnvzTYlUWO94KpXEN/vkE2kCsb7K17//DU8+eZXDh2+yb18IOp2ShIT3sLfPIe+WI46hBbR7LhLVzVvYvPczG/MG4LnlA/z8sjhx8AQWFhacOHGCIikbzwAAIABJREFUkpISevbsWfc+u3SRhnOWLr3DM8/Pz+frr79GoRhIdHQmV64sJCrqJWxtT5CR0ZHz56+SmZnJnDlzGqxtUYSqKqn/WFoKpaVb0GhSKSl5CrU6Gr3eFoPBj+rqEchk3piZTaCsrDsKRRIdOtyqq7JMmjSJTz75BCurWM6dG0FIiDu+viZ13/GpUw3dFOzsTLGz82X+/PlUVlaiUCjqLL9qs3OtVvJl3LZNIso/9tj9O2g8CJWvNQT2WG6TZ2//RQJtZNz8+XBycqKoqIiqqqoGd0AhISEcO3aMy5cvExwc3Oxr3dzcWL58ORqNhi1btrBo0SJmz57N448//tA1GmsX5rhx43jxxRcpLCxk5cqVjBo1iuDgYBYuXMiLL75Ip1omMODo6Mjq1avZsmULzz77LAApezV4jTFBIZfj7GBLkL83nm5OdPBwRS5X8P2v+0AmYKxW097dhf1HT2NnY4W2qrqOI9cSPNycKNNoOHTiPOF9pXrKkahoCotLiUtMZVvEUfR6PcfOXiLA25OU9CwOHj93e5JOQCbIkMkkaTe5XIZapcLYSI2xWoWxsREujrbk5tvj5uKAtYU5WTn5tHN2oFuQP6Iosn0/DVRb6iM4wJsjUdH415sLkvk/WNlScJSheFSNKIqI8QZ0P1WBAeQ9FQiB8lbdKLTVJ6zuXP5G6y43lzqB6gkTpGm9+sFBLofXX/9/7J13XFMH98a/NyHsPUSGCIiKA+ueuEfdo25ra6u2jmoVlbq31bqqVlu1VdtabbVu615FXIiKAxRFZCiiyN4kkNzfH1cikTAcbd/+3vf5fPKRxNyRm9x77jnnOc8jDb/PmaN/HYIAI0dCYGAIP/yQQmysD3v39qF9+1NaB5TXhSAIuBShNrq6umJlZcWlSwt4+LAhl+KbIctPJjYvT2KDrF0r1Q5Hj9amIYIglTt37nwR6FNTpaDSurUPly8fxdCwACenr4mJGUWrVhFcudKO1LQGZMrjCYv/g0bx4XSQhXKSQdy7H8BHIz6itW9rzp07R15eHj///DMrV67Ew8MDhUIKtlOnSvR/c3PYv/8hFy92IifHjps3u2FgUJOkpKoolWNIT/fm8OFq5OVZc/KkGiMjA+RytA8TE2kdlpYQHu6KSvUQU9PzCEIGcBwrq1uYmfng5HSER48eoVB40a7dLbKzs7XjYebm5kyfPp3ExESWL7fG3NxEy+iUy6WycEkoad7V2FjKRPv1g8REqcz96JFUvn3vvWLJ91tDeUqdrZEGZ+sgmVX+BtwG/uPFCv38/PRerMaPH8+ECRNYvnx5qQPIpqamDB8+nC5dujBnzhwiIiIwNTXl/fff1+voIIoiOTk5xUqQ5YGVlRV+fn4cO3aM4cOHM2bMGJo2bcqaNWtYtWoVly9fZvjw4drPU7hvhdvNS1Vj6S7dTYWERVCvVlUCgq7zfu9OiKKIS0V7UtIySE7NIOpRPEmp6YSERXD11l0q2Nlgb2eNk4MtWdm5+Hh7Ym9rjYWZqXZ7tat5kpmVw9Vbd2lYx5u2zSRVCwuzYJrUq4WVhRn7jwfStnl9jgYE0a1dcwoK1FJvU62moED3X7VaIz1Xq1EXqNGIGowNFVhZmHHxWqjWGT4jKwcLcz3SDs9hZmpCdnYugrx8ZrrlgSAICN5yZN5yxHwRzZUC1JuUCBYCslYKZM5/i6nJv+a8S0yEBg2kv5s1k7Kil1G5siRUfOoUtGunQRRFvX1qV1cXKlTYT//+iRw92pmQkJo8fVoLBwfo2FG/tGR2tjQS8SqlMmkG2AhX18tYWZlw+HAj6tWTk6+WoZgwQQp8fn6SynKRQbWivcd9+6RgbW9vzyefjCM09ClJSX1p1Og+VlbZzJiRT/XqZsTFVWXYLBWn1FOorHJEhgdqWRdOnkrk9q0sBKExcrkBZmZBzJ+/hJ9++h6QAtXcuVLWt2oVtGhhQnj4MYyMbDl4sDKWlj9gYeFAXl5bzM1DadXqIQYGciZNmgZI5BV9D1F0ITY2j8zMfARBQYUK+bi6ViI1NZ1KlSrh5ubGpUtqVCoVffr00eE4GBgY4OTkRNOmkvDAp5+W/5iXBQcHyYoIJELOmjWS32GbNtKM5mtOLuhFeUqdKUDA8weCIFQFZr29Xfjr4FCCT4pcLueLL75g6dKlzJs3r8z1ODk50apVKypXrkydOnXYvn07sbGxtG7dms6dO2tPYLVazdq1a8nJkUgYRkZG1KpVizp16uDh4VHmnJeTkxOOjo4kJCQQGhrKwYMHmTZtGlOmTCEwMJApU6Ywe/bsYuotgiBQe6Sl9nl8QhKVXStSs6q7VkTbzsYKOxsrqnqgnX27dC2Mm3cj6dG+BeGRMcQ/SyYu/hkxcU9wda4AemZDjY0MuXIznAp2NlR2rYi7a0Vi455Qp4YXvo3fISjkNgZyORZmJQcrfXj05BkVHaQLTFZOrnb5lDRpeL00WJqaYFCG7uDrQlAIyJsrkDdXIGaIqAPzUR/WIPOUw6srWpUb/6bzrjADKkRJc2ODB0OfPvc5dGgHxsbZNGjQgH79+uncnHp6etKuXTsCAwNp0uQYoaFd6djxDAEBlTh2zJfKlY0YOvSFfqRKpeKHH6IIDTXH0bEiBgYGVK4sSZbVqqVfDgukm0WZTMa+fftITa2MjU0qRkZt8feHAQOgefOmki/OwoXSVPrzEaSieH7fCUBEhBszZrhx9mwjxo/PwNDQUHtTXacOtLgVxMEHM0gQoGPmfE6brMbSqS/ZGc0QhFpkZtbE1rYily7JKbwkFfK4bGykwW8XF29q1WpKeHgwpqYNcXBwoGZNBw4ftqdixcfk5Vnw4Yf18fQsvYLTpEkN8vJMuHUrHZXKkgYN+tCgwUxMTTV06NAWc3NzZs/WsGBBcYJNId59V2LQvqnGakmoWVN6qNWSsPns2VJ2OHbs21l/eUqd1URRjCh8LorifUEQ/nHJsjeFm5sbNWrU4Pjx47z77rtlvn/o0KFMnDiRhg0b8tlnnyGKImfPnmXmzJk4ODgwdOhQHB0dGT16NOfOnaNHjx7k5eVx584dzp07x9atW6USmihSsWJF6tSpg4+Pj04Qs7e358SJE/Tu3ZuwsDCmTZumLdO2atWKWrVqMW/ePAYPHlziaEbuc3kvN2dH3JxLnwhtWr8WAUEhiKJIB1+JPKJU5bPjj1PYWVuRmJJGJacKNK0nBUpRFMnKySUlLYPcPIlg6OZSkZPnrlCnhhf2Nlakpmcil8u0wtivipdnGZNTM7C3LT3wNahXk7B7Ubw9W1z9ECwFDLpLFxUxXQOvZ0ZRvm39i8671NTyzVLdvn0bF5ffuHy5K506neDKlSt4eHgUcyLv1q0bnTt3JiYmhsmTAzl5UoGXVwDm5gF07z6DLVtMSEuDTp1UXLiwgtTUFJ4+bYCnZxSTJk3m2TNjbt2SssvnpgcYG0uBsE4dKfvcuHEjf/75J/n5+eTnW5KZaUBAwGM++2wnZ85k8OSJLb169cJgxQrYskUa5ps4scS04+JFyV2gZUuBoizHQvw2+Te8Q7x5fOYxVww0LDCH5GVWhG7YSUZGBg8ffoaZ2W1sbdtRUCBleYX90NxcKYuOixPo1as//ft3ZsECBYsXtyMpKYm2bQ2IiRFwdjaiXbuya4NWVlbMnDmT9euDSEw0Zfr0Wqxfb4u//4ttCoKs1KBmZVWmxvVbgVwuZXvt20uZ/dvSiCiXcosgCFWAx0i9BmMgTBAEU1EUiw9g/YPQaDSY6/O10AO1Wk14eDgnT57k1KlTmJmZlSh/I5PJMDExwd7eniFDhjBw4EBMTEwwNTWlW7du5OTksGLFCrKyslAoFFp1d2NjY+rXr19M7DYhIYFbt26xefNm0tMlMY7ExERiYmIwNTVl8ODBBAUFsWvXLj4tUkuws7Nj1apVzJ07l3PnzjFp0qRiWWQhi7M8EAQBL3dXTl+8xsDu7TE2MsTIUIGxoSGtm9QtFrgEQcDCzFQnmzM2MkRZxMSzcd2ahN6LIj0zG2vL8n0XRfE0MQUnhxelpeTUdKp7upWyBFSwsyExJe2Vt/UmEKxkkFr2+94A/5rzrrxlxtjYWJ4+rUFOjgk7dw6kQoWnxMSYUlMP4VMU5dy5k05ubkVCQ6uSkWGFXJ7K4cNxNG5cFYUCfv01hvPn22Nnl4FarSAz8ybnzgXSqVMnKlfWJT3k5krls4AAePBAzZkz1YmI+JDsbA80GltMTEai0WTw888/0KfPfa5ceUBGRgYff/wxjBhB7pUwoj/8iprLP5amwIsgP1+6IJdWijNRmHBlyxU2XN3A5WOeGKYOwS+/Bo8XDmD16tUIQjj29pVZtsydl00HTEwkac0X8poWODtLRBUnJycGD5b6quHhZX8HhbCxsaFnzy6Eh0vZs1KpG2jL49bm6vp2NFbLi9foIJWI8pQ62wIIguCGJJRb9/m/NwRB0Iii6P32dufNIJPJmDJlSrneWyhk7efnx7x585g7d26JGYpGoyE3N5fc3Fx+/PFHBEGgcuXK5ObmkpOTg1KppGFDSULowIEDrF+/nsqVKzN06FC9M4COjo5a94X09HRWrVqFj48PY8aMYd68eSxcuJDY2FiePXtGbGys1vtNpVKxZs0a7OzsaNasGX5+fsycOZMKRW69Hj5O0GZo5T1m3du1YP+JQAb16ABIAtQxcU+KuTiUhC5tXnC8Pd2cyVMqiU9IfK3Ady/qITWrumufZ+XkFmNy6oORoaJcRJ3yoDTi09+Ff9N5V0QDvlTUqFEDd/dvqV37PufOtcTDI5gpU/rgreeTSD5tUVy/fpcqVaIJDm5EzZp3qVBBii7p6WBjk42bWyxxcV4YG+dy/vy7uLjI6NSp+PpMTKQ+ZIMG0qzZ7dtPiY01RSZbRk7OUDIyhqJWV8beXsbmzQOpXn0W169fp2HDhqSm+rBnT20mzfKEdYuksmcRYYuAgBKNzHVQwbwCs1vP5ppNLvduD8H5+iycm7/Lhg0bSExMZcOGilSvXr7f78iRL4KTTCYRQWbPLteiWhgaSkFbqdSdp4uLKx+zsnt3SRpuzJhX264+JCRIc5dvQ7WnPCh34iiK4kNRFP8QRXGhKIr9RFGsBpQwMvnvgZWVFX379uXHH38s9X2RkZHY29szZcoULl68yLNnz/D09KRDhw707NmTgQMH4uXlxejRo1m2bBldu3Zl7dq1zJw5k6SkpGLrE0WRX3/9la+++oqxY8cyduxY6tSpQ+3atenYsSP9+/fn8OHDZGdn8/TpU4KDg5kyZQq9e/dmwoQJNG7cmLlz57JixQqio6MBqUxpqDDQCeD5+fnEx8eX+Lnsba1Rq9XUqubB+au3AKhTw0uruVkeFDWIBZ6PNhT/zOVBYnIqDrbFe5hlwad6FULvvcZATxHcuXMHPz8/ol5nMOgvwv+n887Dw4M+ffqgUCho1SqYlJQP8fLSH78FAapX74apKRgbR+LoeBsLi+qIojtt2kiD7lOneuHjcxMTk2w6dDhG8+Z/YmTUiKlTJeKFPty/D1OmyPH19aFTp1M4ODzGwuIa9eo9wN5eSatWe7GyWsfjJ/VIkOcycFQEwdeesHo1VK5hCvPnS6lWkevF2bOS5FpRPHyof/uCIFC3limR92VSPXPJEixMTPD0dEOhMEStLt+xtLCQbJ7eBAqFRHYJCXlBTgKJVVmewOfmJr33TZCTIyn1/PBDyf3YvwJv5MAuimLW29qRfxK+vr6cO3eO+/fvU7Wqbpnw1q1bbNq0iY+ee2gIgsCkSZNYsGBBsdm+o0ePsnjxYkA6yWfNmoVSqSxWjrxz5w4bN26kX79+DBkyROf/unXrxvHjx/H399fqjPbo0YMRI0awevVq8vLy2LJlC3fv3mXIkCEsXbr0xb6GR1Knhq7dyK+//so777yDs7P+7M3N2ZHY+AQa1fHm4Knz2lm8PKXqtft0luZmZfbl9EEURSjD0b4keFRy5lrYnzSq8+qJ0LNnz/jmm29wdnZm6dKlb31k5W3j33zeFaqPgCSztWqVJKZcFNnZ0uu2tiZMm+bPgwcRKBSGHDhQlYKCF+eShYUFTZtORxBC8PHxoVOnTlhbm2rXURS5uRJL0MhIGg8wMnqHpKTl3Lx5k2vXEpHLXUlPd+P27T1YWD/kbrIfitgv8Oz8HVdMdpJ7bhSmR09Jw4qjRmmZJ2q19GdRP8CsLOlCvnCh/mNgYCAth6mpRGNcsQKmTcPXFy5cgFat9C9XFsrhwa0DhULK+C5cQEdv8+HD8u+Dubk0H/iqYwcajaRvGhoqZYx6SPJ/Kd4o8P0nQKVSvZUL1ZQpU1AV6VVlZ2ezatUqbV+tKPXa3d0dV1dXrRILwJMnT3BwcChG0S46Q5iVlcXq1auxtrZmxYoV2mHOomjSpAkHDhzAxMSE06dPc/jwYVasWMHvv//O/PnzARg0aJB2lKEooh7G07DIhV+tVhMaGsqwYcNK/NwuFR24FR4Jdbzp1rY5v+w7xuCeHXGtWIHHTxNxdXr1DrYgCNSrVe2VlpHJZKSkZWJl8XqFfJlMQIAyNUOLIjc3l/Xr15OVlcXkyZOxsbFBFEUWLFjAgAEDtFqv/0NxqFSQk5NGRkbGa5+D3t6SWHJRHD4syWr5+RX2jozw8fEB4OpVaPSSgM+FC+YsWdKqGOmhaD/ojz+kcuTnn+sa4drb29OgQQMePz7I0aMyxo0roEGDyfgveIZT/QsQVYf3bj6k3l2Bm8pjNFuw+EWa9fzm7MIFSdmlKDZtkkqR5UKNGpIJ3alTtGvXgcWLXz/wveogd2HgS0uTmKOFePy4fI4OIMmOnTihO7dZFgICpFGQIUOKuHEcOSLVrwcOfHsMllLwl29BEIRKgiD8KQjCHUEQbguCUMyIXpDwjSAIkYIg3BIEodxE8Rs3brwV41iFQqGdvzt06BBz5szho48+4qOPPuJEofLtcxQUFBQLcNu2bePDDz/Uu25RFNm9ezcLFy5k+PDhjBs3Tm/QA3jw4AGOjo7MmDGDhIQEmjZtyoEDBwBJbLtt27bUqFHcZSG/oAADA90h6127dtG/f/9SP7ehwoD8ggIA5HIZPTr4sv9EIPVqVSPkdkSpywKoVPmcOBdMavqbedIZyOXci4qluscLIotaXf4gBuDl7krkSx59+qDRaPj111+ZO3cuvXv3Zs6cOVoLKkEQmDp1KqdPn2bGjBnExsa++of5h/FXn3NqNfTv/5AZM77m4sWLfPnllzqC7K+CQjZofLw05K7RSKUv1yv7ir33/n1pFrAQ8fFS4CzpJxIdLQ2dGxhI63zZezo3N5exK8eyJXILFx9FM3XJUY4f92ZkuxNMjdvOFMVcTqeNZ1ODmTzq0EhvbfHUKYlx+GKd0niHHp9rHdjbS/OPgHT1P3UKo5Qnz+fsSl8WJKWTixel4/W6MDSU+nsvF1iUypK9E19GvXpSqbQ8uHdPUqNJSpJ0AnSI6V27SmnfpEnSncqbmjOWgb9jErcAmCyKYk2gKfCZIAgv87i6AFWfPz4F1pd35Y0bN6ZRo0YcPnz4jXf08ePHTJ48WWtf5Orqyp49e3RUHwDCwsJ0lFTUajVJSUk6JJNCRERE4Ofnh62tLUuXLi2x5FiIxYsXExISglwuJywsDHd3d5YvX87atWvJyMhgy5YtqJ83AsLDw1m3bh1paWkkp2ZQv/YLOphGoyE4OLjcjhSFsLO2xNvTjVt3I8nNLVsT2dBQQYPa1Qm+cYcdf5x67SAol8t4+DiBSs4vjqGISKvG5SeZ1KrqQVhEdKnvCQwMxM/PDw8PD5YtW4anHuVhIyMjPvvsM2bMmMHu3buZO3cuCQkJ5f8w/zz+0nMuNzcLd/fvuXTpXVQqK7Kzs9m8eTMFz2+gXgVqtaTvuGkTzJv3PGvJy5Os1F+CKOoGuW3b9Pv3KZVSoNu9W1I/edlgJTU3lW8uf8NHv3/EJfESmUmVyImtTtOM/YyI6sdE77rETB1CxKz38Bqbx51z3lg87axlfS9fLvnQgeTBZ2gIaWlphIWFsXZtFnqKMTrIzc3lyZNjzJmzhz179kjn8+zZsHgxjRqouXq17OPWrZsUQGbOlIbcXycIKhRSdvdyYeNlZ/TSIAjSd1LaV5+YKCn2nDwpfR/9+pXAAm7WTKpxm5hIKX9AQPl35BXxl5c6RVF8Ajx5/nemIAjhgAtwp8jbegFbRemXFSQIgrUgCE7Ply0Tbdq04eTJk3z//fcsXbq0XD2ikydPUqVKFTw9PVGr1Xz//fckJSUxf/58nZGI0NBQhr50dl2+fJlu3bppnx8+fFjnOUBOTg5r1qzBxMSEZcuWlVkKio+PZ9y4cdy5c4exY8cydOhQrVRQIb744gsGDx7M5s2b6dWrFwqFgo4dO/Lpp59StWpV+vTpg0cliRZ14MABevfurbO8KIrsOx6IwsAAj0pOeFRywszUBGNjI61dEcA7Naty4MQ5jAwVPEtKpYJ96Ya8djZWvNtaCrDJqekE37gjOb9bW9CoTg1srMpuABjI5ahfKlMayOVlDq8XhaGhgvx8/WdgREQEGzdupEmTJs/p42X/RszNzZk8eTIpKSmsX78eQRAYO3ZsMQGB/zT81edcbm4uDx/eRqG4SGjo+zx58g0eHmZkZ2fz2Wef6RWOKCgoYPr06ezf70Djxjf55ptvePjQji1bpP6Sjpnpvn2S9lkR5OXpZiEFBdL84MubOn5ccl8fN664wPPz48G64HXka/JJVqZicb4jvcJzcXYaxbnq+Rxu3o8GH3/K9PwcTj44Sb57PrVVTkwe/4yzPZeQllaDGTM689VXFTAykjKeK1fC2LVrK3l5IkFBXWje3BAvrxf1z8OHpTHAGjUkMeaDBzegVGYRFdWY4OAz5OXl8f7778OoUXTcvwb/UwNRqWKoV6+ejk5vURgbS/6APXtKx+bECYkro1BIw+VNm5ZeMdRoNFy+fJFz5zyflylf3JCX5EJRElq0kALvyyXavDzppiY9XRqBLM3aSQtBkJTK27eXZjT8/KSa6PMad05ODunp6WRkZGBpaVnGykrG39rjEwTBHaiH5ChdFC5AUX5Q3PPXdE5CQRA+Rbo7pUKFCgQFBWFubo65uTmurq6YmJiwdOlSpk6dWuaFTRRFnjx5Qnp6Olu2bGHkyJHFKOwPHjzQmxG8bG107tw5li1bpn1+8OBBAgMD+fzzz4sZxr6MZ8+eMXHiRGJjYxk/fjzR0dE6lkZFIZfLWb9+PZ06dWLQoEFs3LiROnXq4OvrS9OmTXnw4AE7d+7E29ubGzdusHbtWp3lBUHgvc6tyclTEvPoCWcv3yA7N49nSSn8fug0TerWxN3VCRNjI7q1b86Pvx/mauhdurZtVupnKAqdIJiWoRMEG/p4Sx5+eqARNSgM3vzn6Nuojk6fLzk5mW+++QY7OzsWL16sV7m+LNja2jJz5kyePHnC119/jbW1NaNGjXrjff078HbPOS/OnQNRNObhQyPkcgsMDJaQkTGLvLwdaDQafvvtN72/32HDhnH69Glyc6dy6lQQ77yzl2nTPmL1akXx+bcbNySZl5deKhocDx16YQILErtwzRqp3/b11y8yCrVazbZt27h15xa3Em/h3NiZR4oY+tyqQt8DZkQ4/8naSh9g0yIYe1s7ZnSWNMlMFab08u4FwMqjKzEwaEdYWHNsbJL54IMHbNhQgZ07pX2aMCENUeyCIGho1Cico0fjadGihfYa1K2b1Au7exfOni1g924fDAwUxMZWxsoqnYKCBIYMAU2NGlxYtIgHt6qw3+ICx44d44svvihT/7VoEFQqyw6Coijy/fffE3E/kidPPmPPnm+xth6ht4VSHtSrl8ZPP53h3r1kmjdvTs2atdi5U2pdjhpVdP7wFSAI0s1Pz54SC2bnTh517Mh3AQFcunSJRYsW0bdv31euaBXibwt8giCYA3uAiaIoZrzOOkRR/B7JlRpvb28xLS2NuLg4MjMzuXTpEhUqVCA5OZkOHTrQokUL7cWvsERR+EMURZFHjx4REhJCrVq18PPz0zu3tWPHDsaNG1fqPkVFReHp6YkgCERHR7N27Vo6derEihUrSvscXLx4kW3bthEaGoq/vz+9evVi586dZRrf2tnZMWPGDD7++GP27NnD3r17SUtL4+eff2bp0qUMHDiQDRs2kJaWxty5cxk0aFCxH7SpsRE1q7pr5+XSMrI4f+UmarWGU+evkve88O/qVIGYuCcoVflad/ZXgZ21pU4QvHrrLqnpmXqDYEpqBp6Vy9lRLwUuFR0QRRGlUsnGjRtJSUnh888/x66I3uLrwsnJiQULFhAdHc2iRYtwcHAoUfTgPwFv+5yrUaOhqFJBfLyIvX03Hj9Op6CgDhYW+Tx4sIZTp5IxMxNJSXnRoikMQEePNkWjaUxubkdUqsYYGh7i3XdjkMtfEluIjtZL8bt8WbrxL8TFixI7Mz8fvvtOosXPn198yPnw4cOEh4dzM/Em5lnZNFgfSJM8TwKdzYmeeo9UpQLVIUuMKxsxsOlAqju9ND0OZGRk0KvXH/zww6d89NGPWFk9Ye3aptSoIXDzZgrm5kvRaKwID5+LUmlMxYpWqFQiRkUcQeRySTmmZk050dEBGBgYcPp0O2xskomNrcqcOZCQkETYww/B0oqEhFq4uUVy5MgRBpZgTqhSqdi3bx9JSUlUqlSJ7t27Y2Qko0cPqWRcUhB8lPCQ9YfWExMdQ1ZiH/4I/gNHJ8fXCnx5eXmsW7cSQRDIyZGxaNGfGBhUZNQoOwYNeuXVFYdcDh98AAMHcnvQIFpERHA5O5tHjx6xb98+Gjdu/Fos8L8l8AmCoEA6AbeLorhXz1seA0UnR1yfv1YizM3N6dy5s/a5QqGgadOmeHl5ce7cOS5cuFBi5nfgwAHi4+Pp378/I0aM0JsFFBQUkJ2dXWwAPSMjQ+ci82K8AAAgAElEQVQObPv27UyYIHEHHj9+jKmpKUFBQQQFBRVbZ35+Pjdv3iQlJQWlUomVlRVt2rTh+vXrXL9+ndOnT9O4cWP27dun3W9BEJg7d67Oevr27ctPP/3EgQMHeO+996hduzZLlixh2rRprF27loiICLZu3UpOTg47d+5ky5YtNGzYkD59+ugtuVpbmpOnVFG7uie1q7/IcNMzs3n6LJl9x89KZB5RxNrKAk83Z9ycHV8pQ7OztqRTK4lvrS8I2tlY4VJRv7bqq0AURSZMmEBmZibTp0+nWrXysUtv376NSqXCysoKa2trLC0tdVi7ReHh4cGSJUu4dOmSVrLu/fff1yu6/E/hrzjnzMykCpRGY058fDzp6ens2LGDChUqUKXKFcLDP2LkyDS9Pa5fftnDs2dDMTCIxM5uDgUFCszM9FiD7dghuSK8hKSkF2XNyEgpixAEqa81KON7HNXxoIfj5nz1KgPi4hgSH0W2aMH1/HpY10uhpclvdDhqhDrVBUshAIdrdjhFnocTz+V4evTQDrfZ2tqSlJREhw4n2b37PYYN28UXX4hMn57Gpk3XEIRIcnN9sbAYTe/edTE2bsO8eTIsLaVrdlFlE0EQ6NevHzt37kSjycbW9ilz5vTExQWuXn3Etm1nSUvzJiioKdHR7oSF2fHggZRZNmyoKxP2ww8/EBcXh5GREQ8fPiQ7O5vBRTJlIyP0BsGg2IfcvWyLJv8eoiaEqNAo9prvxX/yS3Ml5UBUVBRZWVnk5lbj6NEuNGp0lfbtD+DrW0ajE0hOlghL1tbSw8pKyl71xjFDQ34xMSHezIx28fG4nj/PiSdPUKvVJZ6npeEvD3yCdAXfDISLovh1CW87CIwTBGEH0ARIL29/Tx9aPheUXbJkCdOnT9cGkUePHrFq1So6duzIN998w+rVq6n4Mp/6OUrS8Lxy5QqNnteb8/LyUCqV2lqzr68vvi9zm4sgJyeHs2fPcuTIET755BPq1HkhvVhQUIBaraZBgwaEhISg0WgkSTEvL8LCwvD29tb5gjds2MAHH3xA3bp1qVatGt9++y3Dhg3jww8/ZODAgQiCgJmZmXbs4cqVK8ybNw8zMzOGDh1K5bJoZ4CVhRk9O/oSEhahNYJNTc8k6lE8oXcfkF+gxt7GirbN6nPw1HmeJaVia22JqYkxRoYKFAoDjBQKDA0VGBkqMFQoMFQYYGiokHRLEXmamMKmHX/wLDmNyzfu4OnmjIlx2eVIA7kcAwM5CgMDFAoDDORyctKT2L93NxkZGWzfvr3MdRSFWq3m4cOHpKenk5aWRnp6upZEpA+FIsf29vbExcXRr18/mjRpQq9evV5pu38F/upzTiaT8fnnn7Nv3z6qV69O3bp1cXR0pFevVAICOqNS7Sc1NRxjY2MGDBjC/v2OeHt/SU7Oh2RmjiE//yndunUrTvRSq6XhcJvSe8q//iq1fkC6uDvOLtki4MkffxC++xCbZJ+BUTr2bvtp+WFLZEatycnP4ebvvajZKpywcx54GzfAUe2IrS3Uy4S6adIFefjw4WzevBmlMpScHBd++82eM2fak5iYiFrdBKVyGwrFFfLzdxIXZ8dvv3VFLpeC9bZtEvu0QwfpIZNB3bp18fb2Zvt2Je+80wEXF6maUrt2bWxsDmNmFomdXRWaNTvMpEmTsLSEmzdfWCIBjBmjJjDQiMePu6FUGmJjk8qdO2pUKokbYmr64lH4vL55BL7qvZzJOkHFNEsei3OI1fjQMbsJta+HSyyZ0rInmUw64EZGUoQyMsIsT0ZQ0LskJlahT599mJsnY2ZWfuWotDSIiZH+TU9/oa2qDzdv9iEjI4WbPMbVUKD1vSec+3Qbdh/3KXmhEvB3ZHwtgA+AUEEQnnOhmAG4AYiiuAE4AnQFIoEc4OM33WjLli0RBIElS5bg7+/P999/T1paGosWLdI2jPPy8kpcPjAwkK+++qrY61evXmXsc4nw3bt3069fv3Lvk6mpKe7u7qxatarYXcrFixdp0aIFnTt31pJSNBoNDx48ICQkhD179mhZc25ubtSvX5/mzZszb9481q9fj6mpKb///jtVq1bFzc2Nrl276hBFGjVqRKNGjUhNTdW6S7Rp00brLiEIgt4ZODsbK1LSXlTJbKwsaGBVnQZFGKR5ShVqtYYqlV1oVt8HtboApSofVX4+SlU++fnS8/S8LOl1VT5yuRxLczOUqnzMKhtjbGyEgVzO08Rk3F2dEASB1k3qYm9bnEgiiiJqjYb8/AIKCtTkFxSQX1BAdoYVFStWLJYhlwd16tTRuREpC6IoEh8fz+bNm+nTpw9t27bV6qf+B+AvP+dMTEwYMmQIEREROg4nBQX7WbmyAm3bRpKebkqfPjFs3GjHZ5+1IChoO7NmFeDv/7N+YfiTJyXvoZeQmPjCjSE3VyK2lHdgumvXrjx+nEkbsyiilWdxb1KDCjYVGFl/JNefXCdEJcfB/RnTfT3pUlUSdU9JkUilmzZJcVgULTA3n0h29kFq1z7L9estUChqEx29BZXqHoLgQ15eW8BBK05Ru3ZtfH19mThRhkYDp0/DtGmSJNcHH4C9vTGtWhlz6ZKUyYGk7evv78/x48dJSjLmvfemUrGiVKJv1kx6FEIUZYAhoijQsmUghoZKZDJzWrWSyr65udK/aWlS4JVeq0aO8zROJrXkuFkAiCLqXAN+VIzHVmZICn14p44kf6YXarWUOiqVEnNFqcRZpaFd3D0uXboJxGJoaEvPnj3L9d3Y2Um9z/LC0DCC0NC7XL4cjku1JqQ71ETdtSeR646VfyXP8XewOs8DpRZhnzPLPnvb2/b19SU5OZlWrVppiSDlQUJCAg4ODnrLpFlZWdpS582bN4sxPstCSXX0gIAAvvjiC53XZDIZVatW1VGTKdqfFEWRO3fu0LlzZ/r164dMJmPWrFkcPXqUiRMnMn/+fO18WiFsbGwYN24coigSEBDAjBkzqFChAtV9GpCYkoajfXHqlYW5KRlZ2ViaFx8uD7sXxY079+natpm2Z5ecmsWv+/fRq9O7VC7nJGxI2D1srCzKpQ8qCIKU8b1UWrzz7Cl2dnYlZvFvE4IgYGpqipWVlfY7bdasGf7+/q80e/hX4J88554+jaJz59v88ssHeHuH07LlbtzcvAA7mjZtSvv2xeW9tAgIkPjuLyE4+IUqya5dUMZoqg7kcjmjRxc2B3VdnVwK2vBxexjeVtdyyNb2hSNAITIzwd8/g8ePnVCpKvLgwSjU6sqo1ZcQBEvgR5TK+WRlnWbnzp1ERUXx4MEDPv74Y2QyKZ537CiND2zaJAWk7t2LS5uZmprSp08fWraEn3+WenIv49kzWLFCoGnT5jx9+gMqlQqZzIRJslzsL26XiEGl/AZH5zekTdIUwu+Ek5csx6XyD8ybPI8PyrqUyeUv0sjnMBAhM9ODn356QkFBfVxdXf8y5aO+ffuSlraZ6OgIatY0oleverRqZQv9BsLvr9ZQ/Ncrt5SF7t27Y2dnx8GDB/Hx8SlXI/S3337TSonl5uYSHh5O/fr1dYgMt27d0ipKvA0olUqMyyGJLggCbm5uuLm50bt3b+zt7enWrRtWVlaMHTuWBg0aYGdnx/Xr1+nZsyfvv/8+o0aN0uu00LZtW9q2bcvTp0/55Zdf8KnuAXoCX/3a1QkJi6BN0xcu2FnZuRw+cxEPN2fe791JZ/12NjaMHvoBB0+e4NS5QPp1645lGbfoNau+8CuMjIzE2NhYhzlbFkRRZOPGjaWSiv4OvE6j/f8TrKysSElJ4f33t3H6dAdUKhud8SAHB6kEWOyrTUyUUoDnv4GgIKhRI4u9e3exd29NJkzIRxRbEBYmUIJOxCvj8OFi5NESYWEhMUafPDmKmdkx4uI6oFavpaBgDFlZmYAzGk1NMjOrcOdOGj4+17hz5w65ubk6ZtcuLlLml58vMVNfUkjUwt5eOk5FIYqwfTtEREi9OktLL7KyZpOWloadnZ20nUuXpDrwgAHSnIEeGCmMOPrzUX755RcSEgqoV28ZvXv30as5WhZ27YK+fQXc3MonaP8mqF69OrNmzWL69OlMnz4d+8IywGvgn701/Rsgl8vx9fWlffv2LFq0qEwWXuGYQ2H/wcjIiODgYJYvX05UVJR2PGHXrl0MGDDgrezj/fv38Xotzi+MGjWKLVu28PDhQ/r27cuMGTP47rvv+PTTT5k0aRJhYWFs3rxZ7+cWRZETJ05QsWJF/P39S+z7VXSwJSExRbtM0PXbHP7zIt3aNafxOzX0XuwVCgV9u3bjva7d2HX4EHuPHiE/P7/Ez2FsZIihQroPc3JyYsuWLWzZsqXcrMldu3ZpBZD/h38OgwYNwtLSErU6jdatD5OY+AnJyS96tjqKJUXx2286UcjQsIB3373DtWsppKbmsHHjGvz8fqZ69ZLbE6+KZ8/AsXTLSh0MHDiQXr16YW6eQU5ODhqNJVCRunV/pV69vdSvPxsTk4fY2l7i/PkuKJWmerP/69eljK9PH11H95dRqdILEeiYGGkWzt1d8v0rHGErOsoFSPXQ1aulBf39JZasHlhbWzN+/HgWLfKjb9++yOUysrKkRfR+P3qQlSXJyL1qsHwTWFpa4uDg8EZBD/4LAl8hmjVrRocOHVi4cGGpF9NLly7RrEgxXSaTMXr0aLp3785nn32Go6MjmZmZKBSKcmVo5YG+AfhCiKJI8s2SNYlNTU2pWrUq69at0wnEQ4cO5dKlS8ybNw8vLy+mTZtGTo6ujdvKlSvL/RlMTIyIe5rI9v0nMDczYWD39uWyC7K2tGTEoMHU9/Fhw7ZfOB8cXGYwMzMzY86cOdSsWZOJEydq3SdKQlZWFlevXqVNebxh/oe/FGZmZvj7+7NgwQKWLp3Ljz86sGSJ1GeCFxmfDkSxmLGbs3MSjRvvIjT0He7eVRAf/4SDBw2IiFhMZuabyeNB2ea5334r9fqKQqFQMHz4cHr27MmIEUocHLbh4xOHra0tbdu2pWbNClhaBuLk5E6LFvuIihpKaKgRycnJHDhwgBMnThASomLPnhc9y9LQqxfs3Svty44d0vhGKdy5FxAEGDRIipB798KXX0rNyjLQrZuUSa5ZIxFpyrrnXLNGCsb/RvzXBD6Qgl+nTp1YsGBBiRffQ4cOFQtCV65coUaNGjRq1Ijbt28zZswYHdrwmyIxMVGv3BlAdpwKkwql18zr1q3L06dPdQgzgiAwa9YsFi1aROvWrZk4cSJffPEFERGS/ua6deuoU6cOrcqhiKvRiJgYGRF84w79u7WjdjXdoX61Wk1AGfJC7q6VcDQz52FsDGu3bOZ+dNnWP02bNmXZsmXs2LGD9evXoylBk2nNmjXakZKXg/tfhTNnzvwt2/k3QhAEjI2Nnxs4w7JlsGSJ1N/SV8LjypVi1gJ37yq4dSuUp0+/QakM4f79CchkRigUmmLaua+DY8dKJlYUFEi9t5KURgoKCjA3V5OTY4mPjwU+Pj7MmDGDTZs2cerUTLy8WtG160ccPOjFiRNZDB36J8HBV9i9+xYTJ4Ywe3Z+uYx7U1Ikc9mWLaXy6Mv3qGfPli4VhokJD/tPZrPJONRLlknNxTJk5aysYNEi6XuaPPnFDcvLuHdPKv86O0vEmb9jnPX2bXj69O2s678q8IF0Me3cuTPz58/HyMhIh9mZmZmJsbFxsXLZgwcPWLlyJaIoMn36dNq0acO6det48uS1Jy60SE1NLVUCK/eJCpOKpZfvdu7cyfDhwzl79qzO65aWlgwePJgNGzbg5OTE6tWr+f333xkzZgxubm500ufY+RLiE5LYtu84Xu4uvNe5td5BdrlcTkhICMHBwcX+LywsTHuT8d5775GWmETyw0dcu3mLjdt+IakMcWMjIyOmT59O06ZNmTBhAvfu3dP5/3v37mFubo6LiwtBQUFl+iq+LZw9e7bUcYf/4QUKg99XX0muDsVKaQcPSgodRRAScoa4OD/S05tibLwTufw7LCyciYio/lZEA0JDoaQW/Z49pbsNvPPOO9y960yTJpe5erUuTk5OmJubI5fLcXZ2Zv16L44e9UKpFKlQYQcODukcP96bGzdaUr/+bu7dK90qXamUsrvAQCnbK4mT5+Sk3/ooK+tFhdPNDd5pZcXErEUEG7eCKVOIXL+ebdu2ce7cuRKPZfv20rq//x5++kkKbGq1mpiYGGJiYvnuO5HRo6Xv099f2ue/GoIgOXe8DfzXBT6QrH+6du1KXFycjklsSX27QYMG0aJFC86cOUNOTg4jR45k8eLFfPvtt+zZs+eN9uXYsWM6g/hFkZecj5GtQamEifDwcKpUqcKAAQPYt29fsR9ykyZNUCqV3LhxAwMDA9zd3TE3N+fGjRul9twK1GqO/HmJm+GRDOndsUy2pZ+fH7t27eLRS86UV69eJTJSMrU1MDDQmu7evHwZuVLFoVMn2XFgP8oyzpx69erx9ddfc+jQIVavXk1BQQGiKLJ+/XrGjBlDfHw8u3fv1o6a/NXw8fEhPLz0C9j/8AImJpK48549UplRi+xsSVbkJSagKD5k4MCrCMIQKlb0xsUlk7Zt96DRyAgK6k7WGzgS5udLBEV9p5Uo6rJI9aFDhw5AN9q1y6BuXVMaNvyE5ORk7fmkUMDw4Sl07RrIvn37CA//g+xsFaIoIy3NrtTz+cIF+OILiZvy2WcUl3MrgmrVJH3MH37Qfd3QELZuffG8YUOpLHmnoBqDE8Zz9I9LVFm3jss//cSvv/5a4vrNzCTh8KpV4fPP1cyZs5kVK1bQu/dWgoNnExkZzvz5kqvGW+r6lApvbykDfhv4rwh8e/fuLXaRaty4MZ06dSKxyO3n3bt3S/RgMzQ0ZMSIEfj7+/Po0SPMzMxYtGgRJiYmTJ06lfT09Nfat5edHooiMzoPC4/Sf1Fbt25l2LBhCIJAhw4d2LevuJ3L559/zubNm9m2bRuiKLJ8+XLef/99Lly4oHedUQ/j+fXASerVqkaXNk2LjQ3ogyAILFy4kK+++oqsIlelTp06FStNOTo6smTJEmrWqMHFU6c5feQoq77fyKnzJd+BgtRjmTx5Mp06dWLixImsWrWK7t27o9Fo+PLLL1mwYMHfxqps0aIFly+/LH/5PxQiM1O62BaFsTFMnZpLenoGqRmp3E++T/LWjYh60itHR0dEMZuqVWNxdOyLkdEw2rRpw48/9mTKFGNmz5Zky14H+jz0CnHpUolkSC3OnxcYONCFUaM+ZfhwAz7/PJSvvvqKhQsX8vR5LS4wcCt2dgkIwhDi4j7A0nIGrVvvITf3Hb0jTZmZ0vx4VJTETfHwKN9nad9eIsIWdZw3NJSCe1HIZJLrgqfnPnZnj2CCajWWVwUcv/sOdeFUfAlo0QLeffdPAgNd2bPHiTt3LLl1axVNmnyPXP5nuff1TSGTvb2S6v/7wJeUlMTVq1f1/tjs7e21GV94eHipxqOXL1+mc+fOrFy5krVr13Lx+VnXtWtX/P39mT9/fpl9Ln0YPXq03ot1QY4aubGM3AQV2Y9Lzob69++vJai4urqyfPnyYpmcTCajUaNGbN++nQ8++ACAKlWqFCOD5ClV7DseyMP4BIb07Mjvv217pc9ibGzMnDlzmD17trYf5+zsrLcknJKSQkBAAC4uLlSvWpXcpGSMFQrWbN5E2L27pW6nZs2aLFmyhCNHjrBx40ZmzZrFtGnTSlSy/yvg5OSkvcj9NyIpKYl169Zx8eJFDhw4gEajIT4+niVLljBr1iz69QumRw/dfmtUVBQLFy7k/MXz9FzWk3mH53HjzK9sUV0udsMzYMAAXFy8kMvzadv2OsOGDSAsrCdmZhZUrCgJUd+9K/UOi/hHlws1akDbtvr/b/9+aNNGWm9JMDeH3r0lgYk9e/aQlWVHbKykGVmYQWVnZ1OlSgzXrrWlR48HVK5cgS5dOrJtW8di4hWHD8OkGWm4tjvInYR7pKa9mr/QiBFSML9b5LRxdBSJjs7TOa4aDcTEuKNSGeLoksAmo0/43bUfsnXreDJzJjt/+aXE8mdeXhre3vtITrZHo/GmoGACIGPfPv2C+n8VrKwgL+/N08v/94Fv+fLlxQbDC2Fvb09CQgLZ2dn89NNP+Pr6lpi5NWjQABcXF4yNjVm6dCkhISFsfV5PsLe3Z+XKlcTFxbFgwYJSFWFeRqVKlfS+nn4/D7mxDGWaGjOXkiW86td/4R9at25dxowZw8CBA3V+vCdPniQ9PZ3x48fz+++/613Pnfsx7D7yJ62b1KVN03ocPXrklZRMCuHo6MjHH3+so3qjUCi07vYpKSnaMvHIkSOZO3cuU6ZMYdy4cRw5cBBrAwWP4uP5butPPC3lTvTbb79ly5YtWFtbc+rUqf/qIPR3o6CggHXr1vHs2TNUKhUXLlzg0KFD/PDDD+Tl5REX54WJSSwnTmzVWW7nzp0oFAoyjbIQMaIgMI5ke3eC7jwiKlWX7GRoaMjQocPZsKEDM2fO5NNPHenRQ/IpzciQypTDh0slwcmTJeJDeeHoqFtZjYyMZMmSJUyc+A0PH95g5kyR0sw36tWTso/8/Hw0GhX9+/9OYGAr0tJMuXfvHgEBAZibO3PqVCsGD/6VGzdaUrdufdq1a6fDH0hJkfpj95MeYNVjETHK65wJjmd31KZX7mPOmiWJdScmaoiMjOTOndWMHbuf2bNnc/t2OPv2SSXJVq1q06LFHmrVukTLlruxrNSOD6I+4bsHmVT69luiVq1i688/F1t/ixYtePbMCkGIwshoFirVZwiCFSqVmsePH7Nv3z6+/PJL5s6dy4IFC/RqFb8pRFHEwiKUgAAlx48fL5HsVh4I/8nq8qWhYcOGop+fHxEREQiCwK1bt3B1ddXxsLt37x6CIJQoVJyTk8Pt27fx9fUlICCAfv360bx5c2rVKp/W3NGjRwkODmbmzJnau7jY2FhWrFjBiBEjqKtjMlZ+aPJFnpxNw8LdGGM3OREREcW0OkvDrFmzMDc3Z+rUqZw/f56goCD8/SUB2nnz5jFs2DA8XqpPpKZnYm1pjiAIiKLIJ598wg8//EBMTAzOzs6vbOdz6NAh0tLSGDp0KCdOnCAvL4+wsDDUajWjRo0qkcUaFBTE9u3bsbS0pFajhnRt1x7rl3y3IiMjtYIEcXFx5OTkEBcXh5mZGZMnT9bOND169AgXFxfu3bvH5cuXyczMZPx4PcLIr4lVq1aRnp6uI9kFIAjCNVEUG761Df2HoGHDhuIvv1xly5ZsLly4gKGhITExMbi7u6NQKMjJyUEmMyI62oMqVR4gl8t0WMNnz55FFEXCYuyw8LrIuJiDXOr0IUq7XBaPa4CPY9mCEElJUt/Jz++F315BAXzzjSQhOWZM6T50LyM3N5cFCxZgaGjIsWNdUCpFZs5Mpf87XlKEtCrdD3LFihWkpaURHe3JqVMu1KmzlTp1PAkI6Mb770eQn/+EtDR3rK17MXWqbqaSnS3t+5Y7q0hXphOz2w2L2lkYVo6jV8WJ3Mk6SGJmIoMaDKKqYwmT7jrHJp/evW9jYPAFubkZpKZOoV69fGJiKrFkSTPatZNaFo8fP+b+/ftUqlSJKlWqMG/eagIC6pKSYoNf7ZUIuZkM3rFD55wXRRgxIp1jx1qQlPQ5VlabSUsbg5mZDDe3Y1SunElCQgJmZlXx9a1KSoqGZs0mEhtry9ChZTvSlwdHjhzh5Mlz7N/vxYABEVSvXl2rRfyq59y/Wrll0KBByGQyBEFg27ZtWncGkByRFy9erOOT9zI0Gg0LFiygf//+vPvuu9rsSZ2nQZALyBSl94u6dOmCh4cHfn5+LFiwABsbGypXrsyaNWv49ttv+fPPP/n8889fSbVfFEWenk/HzMUISy8TbcDYvXu3lkXo6elJgwYNqFmzpt5guGjRIs6ePcuECRNwcHBg1qwXUk3Tp0/XOwdV1Cw2ICAABwcH/P398fb2Jjw8nOXLl7+SFFf37t1Zt24dhw8f5urVqwQGBvLbb7+VGPAK0bRpU4yNjVm/fj13Q67TpXWbYu/57rvvGDlyJDt27NCOpkyePJnBgwczfvx4vLy8yM/P58SJE7Rt25bq1avj6+tLFX3OpOWAPg3Twn1dv77cxuX/L1C9OsydK7Bw4WlMTEwICAigZcuWVKpUifj4eAICWjNgwO+Ymqbi4uLCmDEvAt/27XHcunWLHFojNNtCnqOKmv1vI4oiXrYDefRIGtouDfb2kkn3ggVSubJdOzAwkDLBkBCYMEHKosqwwdQiOTmZvLw8nj2rQny8Mx999DPPntlCqh0cOPBi/s3KCurXl9K9IjKAY8eOZdv2bVyO/g0rj2TuPlrIs0QHWrc9hZ2zCx8M9EcmyHisx/eiqIWSRi2QGW3J8PSfSLmsZtKDasTV3g5291l/eT0LuyxkRNMRpX6Wy5dP4ONzm6NHP8bM7Dbx8d7UqHGSVq1CaNKkHiBt0MXFBZciUoKmpiratAngjz96sOHBWLy8rvG+TEZeXh67du0iMDCQhIQmODnZ0aHDGVJTZ3D/fjrW1tcwNnYhJaUhUVE22NtnkpRUg8jIPBwd0/HxiWPSJFtMyh73LQaNpvgNTEhICFZWRmg0hpiYmHDv3j0KCgr+M90Z/kqUFlCWLVvG1KlTS11eJpNJJ91LqinZj5UY2yswtCr78FSt4smcWTOYM2cO48aNo3r16shkMsaPH8+VgBDGj/2cKVMn6zW0fRmiKJJ8IxsA6xpSv8rY2JhBRYytRFEkOjqaa9eusW/fPq1wtbu7uzYYGhoaYmNjQ0pKCh4eHjo9RCMjozKzt0OHDrF8+XK2bdvGhQsXiIyMpFOnTuzfv19Hfqo0JCcnk56eztKlS1m5ciUqlarMoFeI8+fPM3/+fAwMDPj666/x9PRk2LBhyGQy/vjjD1q0aMF3333H4sWLuXjxIsHBwcjlck7yrDQAACAASURBVD755BMGDx5Mamoq+fn5tGjRgnnz5r2RdqYoisyaNYsePXroCBsAVKtWjYSEhNde978RMhmYm5vSq1cvDhw4gEql0gpWnz6dS1hYECYmKTg4VGDYsGE6yw4aNAgLCwtCQ+1oV2UgFj3MMDY0plf1XpgoTNi0SfLUKwsKBSz0S2HTXlsiI+GTT6TSZ/36EgPx008lK57Bg0s3GwBJwSQxsSqXLrWhb9/dFBTkYG9fDZo0kR6FSEuTJFe2bJH+BrCwwLRePUyr5OKsdCZTlcfDVBWPc54RpAgk+pmCuHNxjGs8DheXkjPHLlW78MWaYKzfTeJH0+48PehMr2ffo9jlxB9dc3jo8Yx1Aevo804fbE2kilZwcDC//PILERERVKxYkTFjxpCcnEpKSiXy8yuRmirH1fU3RFGBpaVlqf3vTp06sWXL71hYJFK//kk0mkFMny5y4cIgrl49TEGBAVADZ+d02rd/xIIFq1i16iLR0YZcu2aCIIQhiqHEx9fFzGwnxsbOwBGsrCZjYvLq7RKQLJTCwqQB+cK4JpfLKSgoQBAKUKslYf3XPbf/1YGvJBw/flyrWfk6UCtF5EblO6DK7AwSbv7JqlWr+PLLL2nSpIl2PKGBbz0chXn8/MtGho/8WOcu62WIGpGka1kYmMqw9i75RyoIAp6enjqBVBRFYmNjuXbtGgcPHuTp06fcuHGDDz/8kIKCAlavXs3EckosXLlyhQYNGiCTyfjwww957733CA8P5/vvv+edd97Bw8ODunXrUrFiRWrVqkWtWrWoVKkSSqWS1NRUDA0N2bBhA2q1mtGjR+Pv78+kSZNwdXUlMTERB4eyPfeePn2qFZpeuHAhV65cYeLEiTRr1oyff/6Z1NRUfH19Wbt2LfXq1WPo0KHY2dkRGBjImTNn6N69O/fv3+fIkSPMnTsXAwMDRFHE0dGRMWPGlOs4FD3eX375JZs3b9a6LxTeYf7TYtT/JJo3b07Dhg2ZM2cO06ZNQ6mUceaMObt29UAQeuhdRi6X07NnT6Kj4cNeTXTch/LypFJlufHVV4z86iv+PCtj1iyJEWloKA1Vd+4sefbt2FG2Fue5c+ZYW/ekQoUojI2fUamSG+/psyewtpZSzKKsmIwMuHGDCr8fZ1hyJqEBDggOcznrnsGV4ytoNiuUvII8tt/cztgmJY/ZVLfzxjnNlfeGXcTR3JHbte4y+RcRw3hreh3oSH+za5yoWJ9F6XIa1IaYrEN8t2sC2RnJWCbWIT39PpMnX8DRsS8GBocZPvwOhw/bkpCQS1CQNRrNWe7fv19iy6du3bo0a1YJd/cYunQZSY0aNfj6601cuVIPtdoLqAFYEx8vEBysZv/+JBo1kqNS/UBmZiwREZ9jYhJOXl4EBQVNSU5ui4WFD5s3O3P3rnRj8gqyu4D0Hbq5SSXtSZMklmv37t3ZunUrJia3iYysxIgRzf4X+AqRkZHByZMnyy1WrG+UQKPSIDPUvVVUphZgYCJDbqx7oE2t7cnLTEUmkwxjf/4/9s47PIpy/fuf2ZbeSSGFkEAILbQYOBQBCU1AOjYQQRBFpQlI70V6URCRoiBSlaaC9N6D1AQChAAhpJG+yfbd948hSza7KeLxvEd/53tduQibmdnd2Z25n+d+vmXDBr788ks++eQTJDKBgKZeDFEMx9un9JmSUS8WPfeaDuTGq3Cv/cf8JgVBoGrVqlStWpWGDRuycuVKTp48yZMnT8yRRp06dTITdJo1a8bx48fNN6/i2LFjB3OLOeQ7OzubI4127txJamoqeXl5pKWlUaVKFQ4cOEBSUhKHnvGp3dzceO+992jevLk54WLGjBkMHz6cAwcOlJtmYTKZEAQBlUrF5s2bOX/+PHl5ojfizz//jEqlon379ri4uKDT6bh48aJZOO/i4sLDhw85duwYLVq04PXXXyc9PZ2BAwf+qZBYQRAYPHgwt2/fZtiwYYwZM8bcNrW3tyc3N9cqsPj/AhQKhdmhZckS8QZVETVJgwbWTMzsbGunFJMJTp0StWpW6NgRfvuNVzp1IjhYfO5p00RLtHffhS+/hPJCOrZuhadP9TRvHsC77wbQqFHzP/Y9cXWFli25Kfudn76MpO7cyygfGVAk/87nPt+zddw7dHGajkSq4qfIy3i9tZSrN12tbL4OHoQeXZxpX100lKjuXp2lBxfx2PtnfqxRCeXRkcxpsoUPVdM4fNuLT64koHzaD0N+MLnZjUhPNVKlym26do2lbduWnDt3gubN41m3zg+NxpNDhw4RGRnJuXPnSpVOJSR4MWaMFzExoo5w9+76GAxegCdQG3gM7CEjw4vcXA9MpjYkJUFOTiI+Plmo1VNwcVlDeHguubkSoqNv4+n5iNGjy9GGlIHatWHRItH8IDAQBgyIYMiQIcTFzaRy5ZG0bfsHq2kx/OMK38KFC81Ejoqgj42ME5MJBInlFSx1kJATr8KrvnU0T2BEMx5fP0uVBi/z7rvvcubMGcaPH8+MGTOwt7fHq4EzTy8r8Y5yQZBaHtegNfL0shIHHzn6QgMyd4Ht27fz+uuv/2FNWlJSEsuXL2fRokXIZDKLFIc9e/aQnp5OlSpVmDdvHpMmTbIi8cTFxREWFlZqz7xnz56sWbOGBg0a8PLLL7Nx40ZiY2OJj48nJCSEZcuWIZPJiI2NZe/evaSkpIiBsyYTwcHBzJ8/n969e5fpDxoXF0etWrVIT08nKyuL7t27U7lyZby8vDh16hQ6nY78/HyGD7dNozaZTIwZM4YaNWrQuHFj5syZY3EzS05OZvPmzQwdOrTCbdsi1KxZE0dHRzZv3kxwcDBdunShatWqnDt3rlQTgn8y8vPzUSqVnDunx9tbVmECgy1T46ws68InCLBvnygmt/rKvPKKeIfu1InQUFF+MGWKyPSsVw+GDROtt1xcnufdFccXX6g5ffogSmU6T5+GM2RIVUJDg/ijTSKTCZ7s/YCG7TfhFJhCpWp1KdCGcFvhQqZqA9OuzKBF41/R/P4aboUX2fhDW6tjHDwo3uCL4GTvxMFRBxn9/WgeFT4ibFAG8bd/RrrYnotz2jM7/Syx+fX5LnMRqpdHIbj8jp5WXEkZiHZfBFptBL/9tgW1+jYmUwuMxqaoVKd57733bLorgTjjtrd/7mjj5aViypQp6HQqYAQN2UW8cIJWrbqzbJlIEPv005eYP/8IcrmchARH7typj1R6kEePanD69BE+/lic5Wq18PPP4qS5eNRTRWBnJ2ouz5yBAQMycHX9nqysexw9epUNG47Qt2/f/3trfCVx/vx5ateuje8fsVy3AVvlRmYvqicNGqNVG9Q3rAExP62gSgMx16t58+YEBQUxevRoJk+eTOXKlfGo48TTy0oqveRsLqp6lYHMqwVUauSMNkdPdlwhlVu64Z/mz5gxY5g0aZIFS7UspKWlsWDBAhYuXGgzoaB9+/YMGjQIuVzO999/b3Nk+/3335cb4vr+++8zb948vLy8cHd3RyKR4OjoiJ+fH6dPn8bJyYkOHTrw8suWGWfp6ens3r2bJUuWMHHixFKPf+LECbp160ZAQIDFAObatWskJyczbtw4ZsyYQV5eHq4l2J4gzs6mTp3K1KlTWbp0KXq9Hr1ez759+zh9+jQBAQEMGDDAqugZDAb0en2Z65+xsbGEh4czZMgQjh8/ztSpU/Hx8SEmJub/XOE7evQo+/fv59Spi5w8eZnffgsHynB9LgdZWdgsOu++K+bSWckLBEHsf92/D6GhuLiI2r4FC8SHuneHSZNg4kRwcNBTUPA7Go2GRo0iWbnSkYSEA2Rlfcm1a5/i5fUrv/ySSlzcel57TVKqxq8kTCbR//n1ng5ERQ1Ga9CikCrIUeewIWYDclkeVas+4vThObz++nb8/AqQSCwL35kz0KyZ9UzZw9WD9R+vN///xg34+JMUjhfKSVAuoIbGyJTA9uRlFrBF9TJhreVUfukk7zRpiJ3MjuOXvuJ+4u9gNKHXf4VM1oRsC8uc5ygsfB6xV7QSYDS24OnT11iyJACjcTI6qZLxAUF8tmWLeT93d3fGjh3L/v37CQ3V8fBhdRISjiMISajVPuzbd48TJ9Jwd/ela1fbbjjFn7u0c7x3r/jZTp26icOHO/DoUQKQwZdffkVKSsoLhT//YxYp1Go1R44csSCC/LvhVkNsRZaEIAi4+gSRm/Y8VbJKlSosWLCARYsWERsbi9xFimuYA5lXCjCZTOjyDWRdK8D7JRekdhIkDhI0WXoQxPT4yZMnM3fuXE6ePFmh17Zz507mzZtnczZ19OhRJkyYwLx58+jUqRNbin15TSYTFy5c4MGDB/j5+VUorWHcuHHs3LmTevXqYTAY2LFjB4sXL8bHx4cZM2awevVqC7NotVrNsmXL6NmzJxqNpkyD5ydPnlithT59+pRvv/3WXAjfffdds4ayOFQq1TPmlxsDBgxg+vTpnD59milTpuDp6cn8+fPNTNeSyMnJYfTo0Vy7dq3U17ZhwwYzYaN169aMHj2a48ePW/mH/tNRUFDAb7/9hpOTExkZfWnc+Czbt2994ePpdDru3ctCLrdmG9eqBadPp7By5Ro2bdpEQUHB8z/26ycG1D2DRCKaOWu1sGKFWEymTdMzdOhV1q49wN69v9Cx4wUaNixEqdyORqNBpQpDEOx5/PgmH32USFKSOHssw83PjEuXxDZs48biPcBOZocgCHg4eNC35ggMD+dSxb0y/fr9wNmzTcjN1TJ58mSGDh3KoEHf8M03a/nyy8d0724pKcvLy+PHH39kx44d5Dwj0ri5PSI2diW63zsis4/njvcuZrY2sLd5JaZqfBl5QYlPci5Lzy9l4ZmF+PX2g5B2iHObo5hM02nUKNLm+zh3zjLdXTyXEpyd53L4cC/27NnIN6dOMbl3bxRyOXrjc6NrT09P+larRtUqVQgK2kZubn8kkhDi44dy86Yn9eodYc4ckSdkq4H17bei/rA0Sd6xY+LkXhDA3r6QOnW+Q6XyRqsNQa8PJzs7m8OHD5f/YZXAP6bw7du3j8GDB/+lllUyRylGgwmD1vpTCm3cnvsXLK25nJycWLRokVkzZ+chwylIQcZFJTm3CvGOcjFLJpT31UgUgnk26OHhYc4AnDdvnpm9WRqGDh2Kk5NlGzY7O5uJEyeSnp7O0qVLqVKlCm+88QaCILB1q3ij2rt3L4WFhaxfv55Bg6zp0gaDwcLWDZ7bkw0aNIh33nkHhUKBIAi0aNGC9u3b07p1a+bOncu8efOIiYlh9OjRDB06lJEjR+Lu7s6xY8fMKRHFYUtTqtPpmDFjBjNnzjQvZFetWpVHjx6Z5R0mk4lt27YxdepUHBwc2L59O1u2bOH+/fvUrVuXjz/+mBYtWpT53fDy8mL58uWcOHGCpUuXWhlQ37x5k7CwMIsZobu7O127dqWwsJDp06eX6zf6T0FhYSEGg4HUVD+kUhWVKuX+IdOG4sjNzeXzzz9n69YDbNr0Bb/99pvF38+fP49U+gMHDvhw+/Zt8yweENfYdDpQWQ5GX38dBg4Uf799+yYNGmznypWOHD/ei9q1Y8nK+hk7OzsKCysDJhwckpDL5ajVKvr3Fw2qR40SZ45loXFj6/VHkwk2b4ZlywS+/bYGUVFJODsriYo6xJYtDfnuu61s3bqbH35Q8e23MeTmnuGXX/aa91cqlSxYsIAzZ+5x/fp1FixYQFpaGrNmzUKrPUxuagHG2y3xkd/B96EvEbWjOdW7Ezub98Lj/BW6rjtF7fhcss4PoXqDCCrVWYGTk55GjR5Qp04JU89nOHfOOun9hx8gKkrglVcq07VrV5o2bcoBT4EP3q5KzUk1+XDzh6hv3RTdAx4/Ju6WnLt338RgUJKZ6YTRGENe3hLy80uJd3iGjz8Wz+OIEdZp9CaT2CJ97RlXqmHDhuTn5+HsvBNf3x95/Hgs+fkBloOhCuIf0eo8c+YM3t7ef7rFWQTjs5amUWfCqBX/NWhNGHVGBAmkHM/F3ltsJzr6KnD0VyC3dwRM6DQq5HbPhSuCIFhRiQ1qA/becvN6n1EnzgDlLlJMRpO5+AmCwIABA4iPj2fkyJGMHj3aSnhuCyaTiZ9++omYmBjGjh1rxW7t27cvK1euZMiQITx48IBOnTpx+/Ztdu3ahUQisfgB+OGHHxg4cKDF4xcvXqR169Z8/vnnvP/++7i4uCAIAkajkRo1ajB79my2bt3Kp2PGMHzcGLNDTWZmJtOnT2fUqFHMmDHDopVryyt19uzZjBw50qqt2aNHDzZu3Ii/vz/79u0jKioKR0dHNm3aRI8ePcxrt++88w7Hjh0zW7WVBalUyvDhw7lx4wYjRoxg1KhRZhLLxo0bmT17ttU+giAwcOBAtFoto0eP5uOPPy73ef7u8PT0xNXVi5MnG+DvP5GCgkiaNWv2Qsf68ccfnzmgeOHqmsTu3Rfw8mqOyeRCbi5s25ZNdnYYN25EkJvrhkajQaMpYNasZ2SiN96A7dvFnmgxCEIhsbGJJCcnIwgyjEYBnU6Bu3sOKpUzb731FseOpeLsfBettgYtWjhRtWpVQDR/LmqbhobC229X7L08fCju16NH0T7e5i7F0qVL+eWX+WRmrkajyUIQrnL5ci+io7PZuNFIQYE4Y7158z6xsbVITKxNUNAj7O3zGD/+NCkpEWRmepCf3wi5PAlN4khqu2vJPytFG5RJxiMXPLu1J0HjzvVFDenoeoCnY6U09f6GOwdb0auXK5cvS9m5E0qSVtVqLLR2Fy+KRgF9+z5/LOZqDL1TVjEzXsUOQ00qH13Db+GJZP1rF+cP6ggOzqVly9UcPLiH1NS6KJUDCA4O5unTp6XqYIvw0ktQp454vqtVg6pVz3D27Bnu3atCnTqNEQSRwf7qq68ik8n4/fffiYjIwt09l9jYaoSG/nECzd++8KlUKrZv306LCiQ0KpM0aDJ15RqdqtN05NmpkMglSBSikF1qL0HhIsXRT4FRa8KjjgNSheU6WUhUOxIvHqLGy11tHrfgsQZNth6/lm4oH2jIS1DhWs2BvAQVErmAY4ACTbYeey/LNbrw8HAWL17MggULCAsLK7Od+/jxYxYvXkynTp0sbMNKYsiQIfTv35/GjRvz+PFjxo8fj5ubG0aj0eonIiICo9FIYGAgRqORlJQUHjx4wODBg2nevDnr16/ngw8+QCaT4eHhQXZ2NuvWrSMgIIC9v+3nUOJzg3B7e3u0Wi2zZs3i3LlzvPrqq+a/nThxwiILcePGjaUKzwMDA3nrrbdo2rQpQUFB6HQ6IiMjcXFxsWCqLlmyhO7du9O3b98KU58jIiJYsmQJS5YsoVKlSjRp0oQaNWqgKJEgUIRmzZqxYcMGli1bxtKlSyv0HH9nSKVS5PJP6dbtF86csaNDhw5El8JaSE4WkwKKTwgF4bnZ8MWLERQWVuPBg6qYTAImUw6XLukJDhY14wEBhTg6PsDTM5OsLA+qVz/NqFFRzw9Wp464CFgM6enpLFu2DLVaTX6+nGPHounc+RAymcCPPzaiadOfiI9/hFI5EKn0NPn5NZFIUoiPjycyUmwHKhSiDdihQyKHZvLk56nner2eCxcuUFhYSJMmTXBycmX1asjNFaOXbAm29Xo9EkkycvkS1Oo5SCRrEQQ7lMoEatVqwksvie0+tVrNkydpeHiouH69PhERj/DwkKLVwu3br+HouAapNB94B6lUSsrlU1R6qEJQv8qtbU+5+7QB3adc4ZftXfgX+2kV3oqGHh789pu4Trp16zPy3rPmh0plSRxKTYUdO8Qi9LTwKbtu7UJn1HFk9xF0qPEslNHi8HusCsqhMMGN4VV2cuWKL46Ov+Lp6Ul4eDihoYVcuRJC9erdMJmSMBgM5V57Dg4iK3fDhkeMHKmndWu4fj0YV9dVJCePJCAgAEEQaN++Pd27d6dOnTr8+KMrq1aFkJT0x9eW//aFb/HixYwePbpCa2GOlRU4BSisGJvFYTKZyLoKHnWs2ZtFcK/lSN5dtdU27pWrcvfMz2ZKPiC2RlVGCh5rMOpNZmG6S4g9uXcKUT5SoyswiIXPT0H+A41V4QNReD5lyhQOHDjAuHHjmDx5Mi4uz91WjEYja9euJTU1ldmzZ1u1PUuiqJB5eXkRExNj4flZEtWrV2fOnDn06NEDnU7Hd999x6pVq8zrgfXq1ePLL79kwYIFPHjwgOHDh/PZZ59Rr149TCYTuZrnraiWLVty6tQpOnToYFH0QCzaxb1Lu3XrZiUTUCqVTJgwgbi4OOzs7OjcubNZInHu3Dk2btzIK8XYCT4+PtStW5fly5czatSoMs9JcSgUCsaPH8+5c+cYMGBAmfFTnp6eZGVlIZPJGDt2bKnesP8UxMaCk5M9I0b0Zvr0m89iemzD11dsG9rZ2V7jOXFCxS+//Ap0pmnTk8jlct5/vztF/Kw6ddqwdOlSJJIkbtzoxjvvvGxN+IqKssgS2rlzJyqVJwUFLsTERNGy5U4aNaqFUpnDv/51ioMHX0Gnu4VanYqb224EYRLu7u5s27aNsLAwi+5Cu3ai/GLqVFET6OISx7Rp0ygoKCA8PJytW2ORSj/k44/tqV+/9HP25ptvsnXrVlJSIlEoRqLVLqBSpX5otR68/fYwiiR2ISH1SU4+RE5OCgpFEA4OTxgwoBUzZjygSZM4VKoc0tPTadr0NDt2NMTePhYHh3xu3XqbSLs6dGpzhCCfUFzsnfg4ahgeDh54BD9vI5YcM58/b7m+5+kpuuKo9SqWnV+GRJAgEST4XrnDgut1WSB9h0aKR2Q2W4eXwYXc3MHo9bWRyfwpLMyidu3aaDQacnKuc+hQXQYO1Nsk25UGO7uzREff59dfX8PTMwu5XMatW7cs1v2dnJwYMGAAeXni9+pFmg1/68J38eJFfH19qVJBfyKJrPz1P6PWZKXhKwm5sxSD2oRRZ7KyNfOpFkF6wnV8q4tXgUlnoiBZgyZLj8JNSk5cIUbD8ylnXqIGBBNSuSiXKEzRYtCUbr4a6dOcWl0bMHnyZPr160dkZCSzZs0iIyODAQMGWOnySsPatWsZPHgwP//8M3Xq1CE2NrZUj1IHBwdcXV1JS0tj3bp1DB8+3IIEExwcTP/+/Rk6dCjZ2dn07dvXbHBdcl2tadOmzJkzhw4dOlg8bmt9r3jRy8nJYdSoUcTFxdGvXz8WLlzIrFmzuHHjhnmb8PBwUlJSGDlyJDVr1qRPnz54eXnh6+uLm5sbJ06coJUtLn0ZcHZ25r333mP9+vXUrVvXZl5j8ffwn4pF+v8FvR5WrRKjcyoCmey584YtFHl53rzpQHBwMH369LG4UXp4eDBp0iSePHlCp05uZGTYYDl37y5OF54VPp1OR2qqP/fvh+LtncG9e03w9n6FrKw84uN/p6DgKXp9N/R6A7m5OpTKUA4fDkavL2DqVCNFudBFX0lBEGefGzZkc+nSNSSSZPLy2nLzZhg1a7rRt+9P1K/f1/p1FUNQUBDLl2/hzTeP4uQkpaDgDoGBM2jW7JJ5lgniAHfs2LGcP3+etLQDXL/+EosW7UerbcawYa7odKE4Ojpy8eJFoqOPc+DAYLKzNeh0KWRnz8PT2IOPoj5CcQ2EfMxEW5lM/OxKfhbnzmGhKyxqasRlJFKgLcTxuCd1dl+n0L8X4xtuRZf7kDYFuwhQG+hW8w3ss42Eht5n9+6eBAQk0amTHjhFYeEp3NyC2bOnEb173yE83LZ4viQCAwO5fPl3nJ2VVK78hKNH29Kjh23jj+bNRVZsjx4VOrQF/vLCJwjCeqALkG4ymazUk4J4p1gOdAIKgQEmk+n38o5rMpnYtGkTyyp6BZZ1LKMJo96EVCHBoLWWK9iCWw0Hcu+q8KhtuX4XVK8Fv+/5xlz4pPYS3MNL5+uaTCaS9mfj0cARBx8FT01KKjUsT1/mzLJmy1ixYgWzZ8+matWquLm5lTlrK478/HyePHlCUFAQOTk5zJ49u1w3+Pfee4+xY8fSrl07wsPDrf5+5coVZDIZ4eHh5BX5G9qAXC63GYBblrPEyZMn+eKLL3jzzTfNCetKpRIXFxccHR15+PAhwcHBeHp6smTJEg4ePEiHDh1Yt24dmZmZpKWl8f7777NixQpq1apVYes0ENutc+bMQaFQcPDgQcaOHcuECROsZh01atQo8z38p/FXXXdffQUfflh2MasoRO2eQKtWrTh6FAYPtp3+amdnR0hICCEhIpfizTdLBLTK5WJlevoUKlWicePGPHy4g/DwO+h0Otzc3Bg9uhP5+XpGjNhBRsZxCgo6k5fXEVfXJTg736Jq1WgCA2OZMuVlSmuWbNiwl4yMRxw5Mhe5XI3RaKBSpdMIgnXkmS0cPlyDX36xY/jwMCIijuDsbOStt/pbDZYUCgVKpZKAACP37lUmLq4KLVtux8npdaKiop69ZTk3b6oxGiUUFkqRy9PIzc0lNTUVk8lEWJjA3bvPvU8bNxYnxSVnR6XJCdzydbRdc4k0fRi3ltdCIdczhyF8Oc2bxJcvsD2vMWEfTGfevHnUrXuDpCRvqlTZisEwlgMHZLi6mtBoFFSrdo8ZM7Rs3lyx66J58+bs3VtIQMAtgoNv06FDS7ZsCUelEvWf+fn5ZGZmkpWVRf36nuzd+2KF7z/B6vwOKEvk9CoQ9uxnCFAh11+NRsOIESP+kGWNXq+3mQ1n1JvI/F0pFkCNCUkFCp/cRYpBZcCotywYEqkMeydXVHlZFX5dDj4ylA81aPP0yBwl6AoM5e5z4cIF7t69y6BBgzCZTLRq1YqJEydasRFtoSi1/Ntvv2XgM/pbeTMVrVbLnTt36Natm8XjarWaiRMnEhgYyMqVK6lZsya//vqrxTZSQYLe+Px1BQQE8PjxY4ttjh8/bjUbS0hIYMyYMaSmprJjxw569+5t/ltMTAxRUVG8++67bCi2osoUggAAIABJREFUxhMaGkpiYiIhISF89tlnzJw5kxYtWjBp0iSMRiOffPJJhc4RwI0bN6hZs6Z5ba99+/ZMnDiRefPmWbEPo6OjK3zc/xC+4y+47kJDoRTzj9JR4rMuwjffiH6MfwS9e8OPP9r4wzvvmGPHmzRpQr9+/QgKCqJ+/fpmo3h3d3c++eQTgoKCkEiqERBwDKl0OE2aSElNDWLgwIFlLhGYTK48edIcX99LyOWpuLmd4vr1NoSFdS51nyI8eCCuEQYGBhMd3ZLJk4cxbdrUUhNclErls8QLe7y9n6JQSC3Yi0lJDXnwoDk1a66gWrVVaLUv07JlO+zt7SksLKR6dbh79/nxWreGknGhRaJ1C2g08MUX+G/YifbTAdz8yJ1cUx5OcieGvjyUfq3f4ddlF2nsXxsPe3tGjRqFXC5HozlDXl4AqalfEBy8lsjIGNLSfEhIqM6NGyHExJR7ip5BQKdrzw8/9GX27Nm8914XliwRSEqC4cOfMn36PC5dusTcuXO5cOGMbVefCuAvn/GZTKaTgiBULWOTbsBGkzjlOC8IgrsgCJVNJpN1hSoGe3v7Crntm0wmrl69yp49e9DpdPTq1YvKlStbbCNVSHALdyT7ZiF2XjKk5bQ6i+Aa5kDeXZV53a4I1Zp2IuH8fuq2L7v9AaDO0OHgrcApyI6Mi/k4BdmhTtchDyndOuny5cvcunWL5cuXm5PX586dS1BQEJ999hnz5s0rta+ekZGBRqPBx8eHpKSkCp1Dg8HA3LlzWbVqFRs2bOCjj0RHhsTERBYvXsz48eMJfGbG17dvX7Zs2cKBAwfM7czKzm6kKPMIchXNGbt27YqqBAX90aNHBD+z/sjNzeWLL77A2dmZ2bNn29QWXrx4kQ8++AA3NzdMJpOFoL1evXqsXbuWO3fuEBkZyeuvv052djajRo3i4MGDTJ48GQcHB7p3715m5uD333/PnDlzLB7z8PBgwYIF/Pjjj8yZM8c8e/T398ff37/cc/mfwl913XXpUsEXkJUlsi0fPIDq1cW01BKDq7FjYeDAHIKD13PqVCQ//PCYt956q8zBbNOmIvmiT58S7v3+/pCWBgYDSKU0aNDAZlGJiopixYoVjBhRQNu2R1Eq2yGROJGSksPOnTtp27ateVZVHEYjJCR05uWXV6BUPiQ5+SxqdQfCw5uxfbsTLi5lDwhWrxadZZYvh6FD5fj4VC59Y6BFixZs3KijTp1Y4uICcHC4S3R0NHq9iQULBKpXl/Prr40ZMaI6ubm52NnlERfXj5YtRamGvz88KaYkcHKy1upduFBMVG4yiSm8p0/DkCEI4eH0AF4ufIpGr8HX2ZfcbBmenmAwGDkY7EnGwI48HNCWZGUyr70WwOHD7VAqlSQmZhIUdAN//xQaN/6Zl156i8OHxc+tcWPo3NlGwUW8Vx8+LNCuHdjbP5cNCYIo2bx5czvHjr2GTpeGs7Mzv/76K3PmNMO25UjZ+G9Y4wsAkor9//Gzx6wuQEEQhiCOTstd13v8+DHbtm0jIyODBg0a8Nlnn5XpUG7nIUObq6fgsRb38IrlaChcZeTeUWHUmyzWDx1cPdEoczEa9EikZZ/igmQtnhFOCBKBSi+5kH4xD6lcgktI6ULyyMhIi3UBR0dHZs+eza5du7h16xYjR45k8eLFNgvGV199xbBhwzh06BB9+5ZfmEFkRg4dOpQ6deqwadMm9Ho9hw4d4ty5cyxevNjK7SQyMtKCpBLo6s7jvGxz4Qss4Vhb1GbV6/WsX7+ehw8fMnz48DLlKfn5+Zw6dYqsrCzzrG/QoEFs3ryZmzdvkpaWxqZNm8wONfn5+chkMjp16kSnTp0oKChgz549/PDDD/j4+PD6669bvObr169Ts2bNUgcQvXv3pk6dOnz44Ye0aNHihen8/x9RoeuutGsuPj6erVu3cuTIEXx9fRk0aBAKk0mME79wQWRJ9OkjThFLgUZTiJfXcg4e7ICdnZrr16/j6urKa6/ZNrkuQs+e4j3ayku6UyfR46yc/R0cGjBgAAwc2JybN28yZkwsGRm1UKm0bNu2DT8/P6uAaIkEZs1SoNV+wsOHD7Gzs3sWxSTw+ediHuCQIbbt0W7eFE1m7OzEFnFFOu1KpT+1anXC0XEZt2/HAR3Ys+cs8+YF8MUXtahTRwDsmTFjBitXriQ19SlVqjzg1Ve7lmrhVdKR5uxZ0dqNK1fgu++ga1dYvNhim0qOlcy/X7wIdeoYafnKZQo99jD2zj1++1ZHVkZN7JVNyMv0pmnTczRqlEKbNm1ISXGmR4+BNG8ucgdMJoiJEQ0C9Hpo3x5efhlycrJYs2YN2dk5nD7dg59+qgpYnySFIhU3t+nExDRi0yY/2rWLxWAw/PMty0wm0zfANyCGYpb8u1KpZMOGDcTFxREYGEi/fv2sbp6xsbHExMRYRaYAuFS1J++eCr3aiG3iujXcqjuQd09llagQVL8FSddPE9ywdVnvB5PhedGUyAS8I11IPpJTwWe3RI8ePYiKimLq1KmMGDGCxYsXW1hzPXz4EGdnZzw9PS1kA2Xh2LFjeHt7m4kv3bt3Z+DAgbRr146pU6eW+qWrXbu2+fdAFw8OPb1lczsQW5oajYbRo0fz3nvvMWTIkDJfU5H/Z5cuXdi/fz9ffPEFFy5cIC0tjb59+zJ48GCmTp2KTqcr1XTYycmJt99+m7fffpu0tDR27NjB48ePCQsLo1evXnz//fcWZt224OfnR48ePbh8+TJr1qwhNDTUnDT/T4Gta06j0bBhwwYUCgVSiQTh3DnuHDhA3YgIcTg/b57l7M5gEGmRs2ZZTNMyMzOBHBo0uMrhw+1wcHDgUUkVsw20aAGjRplo0yYPmUz6/DvesqWoPSin8O3ZIyYGgGhM0KTJLVJTw7h3rzrBwTeJj4+3KnxFUCgUhIU9D4UNCBBncV988bz4lVRWffuteEqkUnGWWx7UavFYS5d6sGKFO1265PLjj425fz+T+vW/IyhoMiB2N/z8/JgyZQrffltAZGQ7XnqpbDa3BdLScJ67XBTPLVlSYuH0OXJycti2bRt790bQp08SXoEHSIgZyVLdDQpOepHi9TvhtWbQPrIfd+8G0LWrM6+++ioKhaUZuSCIBNyoKNF34NAh0Vbu99/jCAlxpKDAnypV7rB+/REmTJhg9TqePHmCUpmHq+tmXFxeZs+e9/HxkfIiKwz/Dc4tyUDxb1ngs8cqBL1ez2+//ca2bdvYsGEDUVFRzJ8/n2HDhlkVvaysLFavXl1mQoBdJRn5ieoymZXFoXCXocs3YDJY1mHv0AgyEspewBDbnJYzCqmdBKcAhdXaYUURGBjIunXrmDVrFuPGjTNbHgF8/fXXfPjhhxU+Vnp6Ovv27TMPEjIzM9m2bZu5FXXrVunFrDjc7OwtJA0lcfz4cTp27MiyZcuoXxYn/BmKUr+PHj3K0aNHsbe3x9fXl5o1a1Krlkg06NGjB7t27TLv4+zsXCrpxtfXl08++YR58+bRokULpkyZQmxsLAkJCVbbarVaYmJiWLlyJXPnzmX//v3odDpeffVVnjx5wogRI8p9/f8leOHrLjc3F+fUVFqcPs2QxETctFqOtmghFrZ//ctat7BggagFKNHC9PDwQKFQ4Oqaj5tbDjduVKuQCYXBYMBo3MPAgTuZPn0627ZtE7sGgiC2Ve/dK3P/7OznWbJVqlRBpVIRHX2U3Fx3dDpdqUWvNEilomTju+9EluShQ2KHITY2lp9/ziQqCv4Ao585c8T6Le4jcOZMbTIyUtBqt3DoUBgHD1o6RCkUCmrX9iAnx7LoSSSlW4FpNGAnN4oeb4MGWRU9o9HIuXPn+Pnnn5k7dy7Jycnk5+s5fPh34n5vgY4M4gw1eE26C69Gx7GvLaN67UIUikizA1TDhuJk0hbkcnGCPmuWHmfntVy8aODAgZYUFjqRl5dnQbYzmUQ5Rn5+RwoKxpKfPxadriuRkYnodEabs+zy8N8w49sLfCIIwlagCZBb3joDYLaJ0ul0tG3blj59+tCsWTOrUNki6PV6pk2bxqxZs8qMHhFMApUaOZF5RYl3E5cySR8mg4msm4UoPGTk3lNZsDcFQcDVrwo5KQ9wr1zV5v5Fbc6SsK8kR/1Uh6NfReedJd6DIODj48OsWbOYOHEiM2fOJC0tjapVq5ar7yuC0Whk9uzZzJkzx3wOkpOTmTlzJidOnGDLli3079+/1P2LU/vLI84UieErgoKCAubMmYPBYMDf35/58+cjkUhIT0+nffv2tGzZkipVqtCwYUO2bt3KW88C2Ro0aMC1a9eszLNLIjw8HHt7e3bv3o3BYCAxMZELFy5w69YtjEYjcrmcevXq0bNnT+zt7dm4caO52PXq1evvlNH3x687vR6+/hqve/eonZrKpUaNOKDX0zQkhPqlBa7t2CEabtpYAHN2duaNN95gzZpTBAbGo9OFU6NGw3Jf+LRpN0lMLCA5uS716j3k4sWLNGjQQGQbv/22GNE+darNfePjoTjxtmnTpjx48IBr166Rnd2Qli1b2mQtVwQSiTijmzEjk6+//pkqVa5z4kR3Zs8upGye0XP89JM4IyrqKr/ySns2bVpJ9eo3uX17NhEROzl/Xkrnzp1xKKaU9/cXqf3FERAgGgjYquOXLkHt6MpFE0cLmEwmVq1axYMHD9BoNJw9e47Q0HdITAzB3r414dW28MTxBumFGVz4vS9B2f+iUd9CWkW0wllRncREcfzh6SkOMkqDyWTiq6++IicnCa3WCy+v5bi5FeDgUItjxwRiYiA/XxzPBAVB9eoGqlW7ztmzJ2nVqhVyuZzJk6WU4+ZoE/8JOcMWoDVQSRCEx8A0QA5gMpm+BvYhUqrvIdKqB1bkuGq12mLdbtOmTWVu//nnn/PRRx/h7l6+yl9qJ8GthgPZNwttFqYiCFIBj9qOFKZqybqmNNuOOQXYIXeWEhrVnhsHvqdh1/et9i3Z5iwOe285ufGqFy58RSgyZh4/fjwGg4EvvviiwvumpqYyaNAgC5F8ERGkdu3aPH36tNR9i9xbKpos8cknn5S7zapVq0hMTMTBwQE7Ozu+/PJLiyLj4+PD2LFjmThxIsOGDaNJkyZUrVrVPDts2LAhO3fuLLPw5eTksHXrVhITE5k1axYg+oI2adKEPn36WA2YSrrd/5nMv383/pLr7ulTaN8e6YcfUvfePW5u3YrJZKJatWr06tXLevtr1yAxUZy+lIJGjRrRr19D8vNNtGsnYeRIMU6orHjD8PAbZGTkkZws8NNPvfD0TKZaNTXVqoHMxUVsrZbC09+zB4qPsQRB4O233+b1119n2jQJXbv++YGLQvENmZlBPH7chdq1H3H8+HWio18pM/mjCI6OUNzXoUGD2nTq5ElCQgAPHlSifv0gBCEFrVZrUfgqV7Yks4CYRl9c0lAcderYdpgB8dq/d+8ejo5eHDjQkadP/4VKlU9U1EXq1LlKQEAzCpzrc+z2McLezsf7G1f2b49mfLOqhL0pGoRPmiQeq6y3nJOTw4MHj6lSpStXr7bEyek658/bU61aVwRBlM0UdyosLHyNdevSMZlMZhE7vJi05j/B6iwzA/kZq+wPGxx6enqWSVYpji1bttCgQQNzG8wWDAaDxY3LzlOONteA8pEa5yqlE00kcgHnIDtkjmK6gqOfgoLHGvQFRhDAUChDr9Yhs7fsddhqcxZBqpBg1L1Yq7MkXFxc6NOnD3PnziUlJcXMnCwPZbEUd+zYQZcuXbh165bNc+rv709KSopF4ZNJpOiNBmQS6+LgV0piqMlk4siRIxw4cIC7d+/y9ddfm9c0bM2s3njjDa5du8bZs2d5+PAhb775JqtXr2b8+PF4e3vzgVW2zXPk5eWxdu1aYmJiWLNmDR7F48H/hvhLrjs/PzNZpXr16kyePBm9Xm97tv70qdj7K0GWKI5nBEyyswX8/ASkUpg+XdSiL1li1Rk1IzKyEdeuradLl3QOHOhAw4Yn8fAYz8yZ4jHrK97klQ378B4qyl+MRiM//fQTd+7c4ciRaN580x9PT0tynEwmw98fUlLEIvKiiI+P58CBA6jVWuLjl2Ay5ZGScpmFCxcSERHBa6+9VmZXoISZESqVCoPBwKNH4O9/nStX6tGzp2DlXevoaGkLB+Ks69dfoU0b6+cp6+v9+LHAxYttMZnccXFRU7/+fi5fro+n51MUCgV9+/bF2dmZ6vHVuZZ6jSa1z1KtdTfmTavE7NmgVIJSqcbRUcHkyaW/V5lMxp079cnNDaJly0QiIu5TqZIXw4fbrsiOjo4MGzaMzMzMP+2O9N/Q6vxTOHz4sJVl0ooVK/jggw+Qy+VcvnyZ5ORkxowZU+oxvv/+e2QyGW+99RauYc9PukuIPZlXlShc9Sjcyz5V9l5y8hPUuFazNxNdTEYTTgF9yY3XYNJrkNgJOPkrUHjIKEzWggQU7noUbraP/aJOIAsWLEAulxMaGkpISAg7duxgz549TJw4kaFDh/4pkXV2dja5ubmMGjWKWbNmWdH9QSx8T548sXCC8XNytZA0lAWlUsmmTZtISEggOjqa+fPnM2PGDHx9fVGr1aWOnGUyGYGBgXTr1o3Lly+zdu1acnJyrAY1tuDq6krbtm2pVKnS377o/dU4eVKMmSn+MVy6BPfSH+ESdp1Q5yBqf75WXKwq5Sb/4IFY3JYsEY9VNIb18oIBA8THS7tka9euTZ8+fThz5gz16qXRsOHHvPXW80Lw4EEtdh2sxcNJYmEVhBjy8q6h1/ui16sYPPginTvvorCwEB8fH/r164ednR3NmolMR1uT1/Jw5Iho/3XtWjx2dm149MiB4OANJCTo8fXthk6XyZkzZ5DJZBUmlhmNRpYvX45O54BG0xMXl23AR/Tt+3GF7gslJQ1lwWQSlQy//AJ+fj507pxEYuIN0tPD8PPz4+WX+zNzJnh5eZoJbd1qdqNbzW5Q9ymsWUPLsU359FMDavU+3n03gxo17pqTHWzBxcWFfv1kLFhg4l//Oo9aLUqd/hP42yxIlIajR49aOYG0adOGr776ivT0dH744YdSgwoNBgOzZs3Cy8vLvBYkd5aiVOrJyxcbx571nMi5XWgziqgkvBo6WUhKBImAg68Cr/rOVIp0xq26A5ocA09/V1KQrEHmJCHntgpVmjUTUOEqRZf3YoLozz77jAEDBhAUFMSOHTtQqVTMnz8fZ2dnBgwYwEcffcT69es5fvy4RbxPRTBs2DAaNmyIvb097u7upKamWm1TuXJlnpS44gJd3XmcXzG26t69e4mOjmbhwoV07NjRPEIWBIErV66U6VBTJG3o2bMnbdq04f79+1aC+tKgUqnKJD79DyLs7MS4mOLI9TrCwjUPOZVwkaRxH3K8az3LPlUxnDwpitcXLRLbVN7eos6syFuiQQMIDBRvwqWhSZMmfPrpp6xe3Z3evS0trapWFdmVc+aIS315eY+4du0VfvmlM1Kpifv3E9mypTpqtZb79+/z3XffAWLy+PXrL3ZOoqPF9b3AwMd4eVVDre6EUtkMk6kegtCSTZve4fr1NuzebeDmTahIkk52djYZGRnk5vqQlVWfVq3q0KpVAps22V4CKWm+VNwMvDzcvCmux82dC6NGSRg37n0iI9tRt64/n376KT4+Pvj6+thmcVeqBAUFVHZX0aTJDm7d8uDevYbY2dmxa9cu8vOtcxaL0KXL60ybFkqvXj2ZMGGCOSHjr8bffsbXqVMn9u/fb/FY7dq12b17N6NHj2bVqlU2Wwu5ublMnTqVDz74wIJ6D5CRqePQiSyG9A9AkAh4NXAm80oB3o2dyxxpSeRljyOk9hJcQ+1RZUix85Jh5yrDoDaSeaUAiX0h7jUdcfCRI0gE7H3lqFJ1pc4Gy4OHhwdubm5s3LiRdevWmV/39Amf8c2UkXh7e2MymTh06BDJyckWxc/Z2dk8WwwNDbVYF/Xx8eHixYu88cYbvPfee6xevdoqUd1m4XPxEFMaAsqPVXq7jByY8+fPl0mqcXNzMzu8REZGsnjxYrp160bjxo1LbakWobSR6f9gicaNRRJGMSMdzjw6TYs+7nguUJPxajVuSx/SykbH4rvvxJbcnDnW5M8VK8THQbQlmzFDJKKU1aAQBHAuw+FPJoOXXtLg4HAErfZVXnrpIklJ+ajV3qxdO4ioqEvodPfM25bGgqwIFApo1SqAlSv1dO9+HHv7BG7evEmzZpmcPNmC/Hw7/Pw03LoltiCLZTUjlYprcaGh4o+/v2jSIZFI0GoVODkVkpPjTFiYhsePn7Eyy18yrDAiIsSf569HSkhIJPXqiee3rHMMiNHtWi0FBU/p2DGezZvf4sqV+oSGniQvL8+CK1Aczs4C3boFYUkw/uvxty98zZs3Z/z48UQU/9QQ6cQSicQmi/HevXssX76c6dOnW2XVAYQEO/Aw6XnDXGovwbWaPdmxhXjW/QM6mVJQ8FiDZ4QTEpmAnaccz7qQe1dFfqIaqb2AnbscubMUo8efW+c7fvw4ffr0sbj5SB1d6N+sJitjztGsXSeb4bP5+fkkJiZy//59Tpw4QU5ODuPGjUOr1eLl5UVERAS//vornTt3RqPRoFQqLfSCjo6OVsGkxSUNxZPM/yiysrJsfmbFUXwgExQURM+ePZkxYwYffvhhheQS/0PZEARxHayk+1+93Bvo9DLO+TTF3WQ58NHrRdJKs2aicNkWvL0hPf25wHvSJNFA+fPPoZT7ZoXQu3dv4uL0uLikIJfn8corGfj7/0penhuHDrXFweH5Wnv37i/+PABdunRl794HNGp0BF/fV+jevTv79u3D1zeetLT66PWv0quXdQdYrxed3e7fhwMHxN/btHEiOjqaadNktGixlXPnXmPixDBSU2HLFrElXBxFM7ziAwpBEIv5oUNQr94fW7/MyoLgYLGN3di2jepzPEtPCA0N5dGjR7z22s8cPhxNYaECT8+yr9f/H/jbtzoFQcDb25vc3FzzY+vXryc6OpohQ4bw/fffW2x/9OhRNm7cyJIlS8q8gcplAjrd8+GffSU5MgcJyqQXS9mOV4qjylv5d7lmf92KzekW5oBLiD35iRoxjFYQsK/0B8Q/NtCmTRuaN7cOaXR49QM+ruPK2bNnuVvc0O8ZXFxcqFevHt27dzcHxjo6OrJt2zbeeOMNunbtyrFjx8jPz7fyyix+jOIoXnzd3d35uWSv7N8Ak8nEmjXWKdPvvvsuNWvWZN++fX/J8/5fxFtvwebNRnMa+iuKcKofvcrjKT6c21Wfuh71yMjIQK/Xk50Nn34q7lNa0QPo0AGKS9RkMpHoMnXqi83ElEqRVGpnZ8eA3By+/bY7s2fPZuLEic+kKal07boPJ6c25rT1YoZILwSpVGDduhAGDx7Ma6+9RsuWLZk5cyarV79D69bNefllBV9/bb2fTCa2aNu0EVmn06eLevzmzTsSHd2MceM+ZOrUlzh50pt69eDGDes2ZmAglJSqBgaKkobmzUU5ZUVbn1BkIi4WvrK0ct988/z3jh070qRJE7y9tXh56fj44yimT7dH82K3zb8Mf/vCB2LW1fnz5wExjV2lUtG2bVuaN2/O3bt3SUtLA2DNmjXcv3+fmTNnlpsR9a8oN85ftvwWuVZzQP1UhzbXtnBEa7ROHSjC/vSjAJzNvkSj6rVtbuPop8AlxJ6MS8oXFrBXBBJHVxR1WjC0eQ327dtXbjJDEe7fv2/WSY4ZM4ZFixYRGhqKt7e31bZlkYm6devG6dOnnzl3VBxPnjzBxcWF06dPl/p3W+8lKCiI5ORkxo8fT15eHl9++WWF3/P/YBspKVdYv3U/Ww5tZcysYTTbcAzfxatpFFif9i1S+Ha8hHnz5jF69GomTNAyYwaUJ4+rWRNu37Z8zNtb9GksLYSlLKOce/fg6lUgJ4ewYC1+fgokEgkhISHMnDmT6dOnM2fOOFatcuSbb0RLrr8Cokjflc8+E/jtN9Gn0oZXvk3s2AH9+zsSHBxM584KYmLEtbiePcWCVhyDB1vLQIr0/M7OYopBiXlAmSgS+iuV4HJ0T6nbFfcgl0gk9OrViwkTJjB8eBQ+Pj589JE48MnIqPhz/9X4RxS+wMBAsrKyePLkCXv27DGbKAOMHTuW+fPnM3nyZKpXr15hoXSrpu6cPGutvvSq70R2XCFGnfUQdH3SFpYkfM29gsRSj5ujy8VDXrqW0M5dhmeEIxmX8tGr/sSCQzmQ12mBND2R5vVqMmHChHKttmJjYy1aiH5+flStWpVz586VmVFXHMVTGiZMmFBmQrwtXLhwgejoaH4phfVw69YtatasafNvjRs35tKlS/Tt25eGDRsyceLEf5y92H8KKpWKkStG8sR5FylPAwnZ8R1TfZTUCo6kbUBbdKnn0em8ePiwOVev1iIy8ocy6fNFEITnrbniiIwU258llvIBkUk5Zoy45lhcyFxYWEhMTBIyWSacOCHGE1g8l4CjoyOCICCXi+3Ukydh794/fj4qCnt76N9fJLbMnw9xceXvEx8vDgiKMHYsLFwozuBK8wwojiItH4gzyAcPICmpzF3MsMjvu3dP7EP/AXTpIhKUgoNFy7bZsyv2nv8T+EcUPhCL37x585gxY4ZFW02n0xEfH09ISIhFMndZuHcjFwcHKSq1deEpIrs8vVJgMWs4kXmOPpVfY2jVAVzOvc6cu8s4lHECg+k5aURn1CMTyl9WlTlK8X7JmaxrylJnl/8OOLw6hFppMQx5/31Gjx5t0S4uiR9//NEiFghgwIABbNmypcIFJNjNi0yVuKLv7u5OdHR0mcnmRSiSMOTk5FCvXj3c3d2txONAqbpCEGnSRSbLLVq0YMiQIezevbtCr/t/sERqaip31XdxDTxBREYHTvg7sitTjPIrKCjAYDBiZ6fh6tX6tG59Eo2mfApjaiokJECjRraAV/xvAAAgAElEQVRtrvr1E4tccTcypVKclSxcKJJBJk8WZYO3bmUwZ84cvt9xiHm/jOSXNTO47l+2nEUQxAKalycmKfxVeOklkdQydKgYXnHsWOnb3rkjFq7i8PIS1+rK2q84Kle2JNGMHSuyactqeGi1Wn744QfOnz/P2rW7iIjQwxtvwLZtVtuqVLaTFkC0JStySHRxESUqBw7wQt6a/278IwqfyWTi0aNH+Pj4WLgZxMXFMWvWLLZs2UJcXFyZtNriuHlJzNLzqaQgLd36pi5zkOAZYSmef8mtPsvuf4PepOcN/25MrD4CV5kLCxO+Yv2jzagNGq7nxVLP1XabsyQkcgnejV3Iu6e2KXf4d0Cwd0LRqD0BadeZMWMGkyZNIsnGcFCn06HVaq2IQoIgMGzYsAo7wrSpWgNfp+drfx07duTKlSvmVnRpKHKBGThwIHK5nN69e/OjjVC2jIwMKlWqZOMIYrupOKszJCSkwjPV/8ESdnZ2SAQJTdPzMGHirKerObPQzc2by5d74uv7hGbNznH1aqiFnrM05OWJoQ5t2sDhw7a3mTzZUnjt7Cy2DA8dEiN35s0THcsmTEjg6Im23Ml2QfBKJzM7nTW/f0v80/hyX0e/fqJn86xZf47hWRZGjRIZrFOmiK3dzZttb7d9O9j6ir7xhuhAoyrd/tYMicQyYd3BQTxHU6Y8YN26dfz0009WA9e1a9cSGxuLWq3m/v2LKJUbny8WlsCdO2WzbouH6BR5mv43GBz9IwrfqlWriIqKwsnJCc2zVdRff/2VnTt3snjxYlxdXRkzZgyLy3CRKA6FnRSN2kC71p4cPG57HUrmILWYWTrJHPm02gcsTPgKjUGDIAg08WjE+OrD6OjThuv5cSxOWIWbzLa2yRYEiYBXIyfUT/XkP1CXv8MLQF4jCmNmMm4mNYsWLWL58uVcvXrVYpt9+/bRqVMnm/uHhYUhlUorbFhdEuPGjWP+/PlWa25qtZrY2Fh27drFokWLSC520VWvXp17pRgRv4jg/3/4Y/D19aW7SwNapKm54f0zOYmvEGgM5OLFRMaNk7NiRT2aNzcQFZWNg0NLIuq1RKlVYjSVXkmKGJ1ubtYEjSLI5eKMpzg+/FBcxzt3Tvx/5coQHX2JWq9sQ5tfibRD/TmU1xOZ3pELyRcq9P7athXZnWPHWruh/DugUIg6w5UrxZmfo6M4Uy1+CRgMYkvUlhRSEMQ1s6VLX+z5dbrTnDgRx/XrSi5fvsyKFSswGo0YjZCUZOLUKTnXrzfl0aMg7OzsePjwobhjrVrmXqVGo2HdunV8/vlOLl/eZGGG/3fA317OcPjwYRwcHKhRowYODg7s2bOH1NRUPD09mTx5snm7ypUrU6VKFS5cuECTJk3KPKaLu5z8HB01wxzZtMNaoF0aPOTufBQ8gPkJK5hYfQQyiXh63WSutPZqRpY2h0TVQ/ZnHKGRWz3aVWpp3qY0CIKARx1H8u+ryY4rxL2Ww7/95m7fYTCFPy3E8Y1JLFiwgM8//5zU1FQ6dhSNdc+ePVvmetwnn3zCp59+yvLly/+QSbNOpyM1NRVvb2/69+9PSMhzjV9R0HCNGjVwdHS0cl4JDQ3l/v37hJbIezOZTOzYsYOOHTta2Tr9WWi1WvPMpjToX8Qx928GqVrNEn1lBjZph93hw3jkjiJQk87QoY/ZudON4GBP6tcXo6Vadn5M9xGnadr/FxzkDrzf6H2C3Kw1W+7uUHTvdHMTf6+ArS4gFqhp08QZYESEqN+8uvsqDj736eu1kKvyJiRs70GWvw/tx4rOa+UhIkKcnYwezTPHkoqenYohIkKc2cbGikX2/HmYOBHGjSvg2LGDxMR407RpfcC2jqNKFfH8XLsGf0ShYzLBsWOxhIbasXdvF6pUSUKr1ZGSosHR0YGAAAE7OzmVK98hL88Fk8n03CmpZ08xg6l2bVavXs3evXtJSHiLnJy9zJyZTefOw4iO/vPnpji0WnHA8+8ez/7tC5+bmxtt27Zl06ZNhIeHM2jQIJYtW2ZTjDxgwAD69evHN998Y6E7Kwmx8Gmp5Gf/LNrDhERi+8yrVCYuXNbTuoXIEvWz9+GdwD4sur+Kz6p9jESQkKHNxE3mgtaoo1flLmIqfN5Nltz/Gg+5O70qd8FTUfZV7hJqT2GqlswrBXg1EINr/10QFPbY/asrmtPbsW/5JpMmTWLdunV8++23dOrUCW9v7zKLrVwu591332XdunW8/76lIbfRaCQpKYk7d+5w9+5dC6cXmUxGSEgIbdq0ITs7mw8++ICA/8feeYdHVXwN+J3dZFNIJQ0Sei8KSA8dUQhNFAULiiLoTz8RlS4iIQjSBAtgA1GailIVMYAUaREMIiC9hJIAIaT3bHbn++NuQkIqgTQy7/Psk91759577t49OTNnzpzj43P76dm4cWOOUjGDBg1i8eLFTJgwAYANGzZw9uxZRo8eTd++fe+50QOYOnVqvjX6rl69WmANv/sBGRnJ2saNif7jD5yMTiQlGPj774b06LGJ0FAdNWveWkLzW9gyqlSrR/r2qgi/WFYcXcGkzpNynDPrz+uRR7QUYPmlDluwwFJE1XLs1KkwYYI2gurQoQPW1tb8c/QqjRLTiXrTiY6uwTxX9y1WrtTSiD7+uJYqLb9/qNWqaUEvGesJ69a9wy+qAN58UzOu8+dr1ZwcHVPo2fM/unQ5RlBQN9LTP6Rz5/F5ptD73/80uT7+OGei5uhoLajl7FltbWDW5FYnTzbCxuYSvr5/ERPjQps2O/H3981cpN65cztWrFiB0ZiG0WjMXHMba23m3NndbNrpz+qNP+OYVI/o6Ic4ezaG8+cdCAgwYsmDfs9YskQrr5hnpSizWfsx3CHl3vC1adMG0DJ9z549Gz8/vzwTMet0Ol588UWGDBnCxo15h+dmjPgAWjZz4p+j8bRukfs/0tBrZpwcs2tPbfsa9PfqyYKQbxhVewQRaZFEGWNp7aJ1zYQQPOT8IA85P8iN1Jv8dHUj8aZEens8zANOuUclgrbcQW+rI+LvBNxbOeRa2aGoWNVujvFkEKYbl9F71mD48OFs3ryZ4cOH88UXXxR4fOvWrdm8eTNhYWFcvnw5M5uOTqejevXqNGjQgIEDB+Ll5ZWrEX3wwQd59913+eSTT3Lsj4qKyrHwvHLlykRFRREREcHcuXO5cOEC1tbWfPDBB/l2avIjNjaW1atX51oINywsLFejnMG2bdvYsWMHc+bMYdGiRUW6fnkhxtGRQ1ev4uLiSlzccDw8zpCY6IbJZMyxtCXJmETTnic49WoTHDvHkWSflMdZb9GiBaxbl7/huz00XqfT0m2NHauVmKtbty7dmzSin64vXbtOxLOSJ3qdnrFjtWjFjRs1Q/nAA9qcWV5ZUJycNMP0/vvacoACnEV3hJUVjBypDaLGjoWoqL9p334H27f3x8EhEYPBiu3bt+cIKstAr9dcpl98obl8LQVFAG002KCBFkwzaJDmXs0gNLQuCxf+TlpaGqGhXalTp3c2nWncuDFTpviTlpbO1KndMBgMSCn5+K+PSfIIJ/HXNYRc6YJVfAdkeiWcnU/i5HQOB4eXivQ9LF6syZjbCD809JbRk1Lyxx9/EBwczPr16+nfoQNWH34IRUiGUe4NXwZXrlxh3LhxeHp6smrVKsaMGZNru169evHZZ5+xc+fOPKM8HV0MXL+izRw/3NmVr74Ly9PwXQk10axpzq+xqWNDEtOTWHrlB7xtq3AtNZyXnZ7J0c7Txp3Xar1ImtlI4I0d/BK+hQccG+Hn+TAGXc7eU9blDs6t7EjSGUkwpZFgSiXRnPHXiAD6uuZdjSI3bHu+TNJPM7F/ZjJCp6d379789NNPfPrpp8yYMaPAsipjxozh/fffZ968eXec/sve3p6nn36a7777jmHDslfIiYqKylHiSEpJamoqr732Gu7u7pmj/aIavaioKCZPnsz06dNz3f/777/T+/bU+Wgj2tmzZ+Pt7c3MmTOLdO3yhpQSKSWeni1wcAjCw+M6YWFv0rZtu2zVyQGqOFQhPDGcRiNPcvGD6rRdWPCkmU6nueRuz0KSgdGYeymajGUJjz9xFhpNJmlva1ZU38PT0h99lqogVlaaUX3ySS035/Tp2jzbCy/kvkQg47zz52v14Zo1g8hIbeQYGQlXr6YSEQEmk4GnnhJYqncVioYNtdHt4cOaB8TGJgEvr3Bu3PDk2jVPWrXK/1/0gw9q6c9CQzWXbGGoVq0akydPJiQkhLfecuOjj7yzL10A0tNt8PKyyTSYqaZU9l/ZT2zlxjh/3Qu9o5m0lDO4u6Tj4HCGjh07F2kKZsECLUVbbkYvOTl76aT169fz119/kZCQwPX16/lv0SJarF2bfw2rPLhvDN+DDz6Ivb09VapUITw8PN/KBqtWraJTp06MHj2al19+Ocf+rCM+Zycr4hLynre5GSVxq5z7ddq6PkSCKZGN1wNxN1TGRp+74ZBSIhF0dOtEC9e2HIs/x0839uFtV40ks9GyPzuiPlgn6XHQGXDQG3DQ2+Bq5YyD3gZ7nTV6cedxS8LKgE3nwaTuXIVtj6EEBwfTt2/fzITAH3zwQb419ipVqoSfnx8LFiwgNTWVl156KdfF7XnRoUMHduzYkVlDL4Pbc/2FhITw8ccfI4QgKiqKVatWMWvWrEKXXLqdiIgIpk6dysyZM3HOQ4kuXLiQYw1oeHg469ev54svvihU5OL9gqurKw0aNOD8+fPUqXOTZs1a8uSTrfD2bpDDUI1oOYJVx1YR2ToSz/WSU58/i/mbvEsOZdC0qRZHkdvXevZs3pGE0dFhGBuO5+S+F3k2fjPbq0PQqrdZ/vryHG2NRvDy0jLKXLigjRhbtNCMWV6ZRvbs0dbWublpuZnPnt3GuXMHsLNLomHD6jRt+ipwZ2GLr72muSw//LA1u3btIirKlkce+Zm//34UIXJmXrqdt9/WRq+fVJmF6NZV85sWYIQcHBwy0zy+9poWZZo1+jMja0sGOrMNF39/gqRIV/qb13OyeSg3L8XgGjeMRx55hDcz/M53wLx5muHOK5vPrl3Zl1+eOHECezs7nggLo7qDAz+0bMkDlSoVyYjdN4YvK+3bt+fAgQO0b98+1/0uLi689NJLfPHFFzz55JM5/tnZ2utJSbpl7JwdrYiOMeLqkrv/Or+ezsPunfg+dF2+8iaY09gffxEHnQ0OegONHOpQyWLQ7HUGdIXoSR2PP83mm3t4xnsAxxIv0qFymwKPMZrT+f3Gdh6r0itzm1X1xprL8+o5ateuTbNmzbCxsWHGjBlMnjyZ0aNH5wgoyUrPnj3Zvn07w4YN45tvviEuLo6nn3660Dkyx44dy7hx43IEygghSE9P5/PPP+fSpUsYjUZGjBjBhg0bEEJgNpuLVAj2+vXrTJ8+nVmzZuWZSDc1NTVHUMuOHTvYuHEj/fr1q1BGD7Rn8corr7B3714uXrzIuHHj8PGpyeTJZlq2TMLe3j7z2dlZ2zGipdZhMP2WzIAH/6XLk8eo1WA3AzsO5In+T+SqP48+CitX5m74/vsv14LugJZnNtn+Gp4PbeDwz49hdj6PfdINTGZTtlEfaPkuExNvGbH//U/76+aW99q0rJw5c5b33oMmTXwwGOI5ejSWP/74g169euV73KpVWhLujJ+rTqfN9X32mTVjx46ladMjuLr2JSCgNatW2fLddznzcmbF1lZLGL7qwjieD1uvRfs89FBOH2ceNG2qBdocO6YZomPHjvH99yeIjnamd+9mhIZ68+23Am/ZluOOv7Kt8zYe/SeZjQ6DsPe+RKVKtfLsMOaGlNoC/vbtc+QVyMb+/VrQUgYOaWm027qV7xwdiW7dGn1aWpGLP98Xyxlup1+/fnlm98hg7NixmEwmpk6dmmPf7Yr4SLfKbN+Tc8F0VtZe28T881/yZ2QQqabs3UV7vR3etlX4M3J/rsc66m3o5dKQjk61aF7Jm7q2blQxOOKgtymU0QOoa18Te50dI49NYuP1QCJSC04HtvH679SrVCvHdtseQ0nZtQo3V5dM96aLiwvz58/nyy+/5GABuZ3GjRvHihUrmDhxIv7+/hw5coQxY8awfv36Aksg2dra8tJLL+XIufnPP/8watQowsLCSE1Nxc3NjV9++YWrV6/y8ssvc/z4cYKDg+8orDo0NJQZM2YwZ86cPI0ewN69ezMrt5tMJj766CMuX76Mv79/oapq34/cuHGDQ4cOERkZyYEDBzh//jRBQTuZPHkW06ZNy3Vt5qGYY3hU/YjQP5sSciWCeT/MY+36WwkMrKxuBWF4eGgjr9w4fVob8Z08qUVCLllya4mZRxUPjpuPcyLtJK3dFvF34EAc7VyIjcmZnGHoUC0YZvBgbf1g8+ZaruXCGD2AiIgb1Kt3mv372/Pbb/2Ii/PhRgHZTeLjNflv/39du7Y2+vznH2see6w1nTt3xs7OjhEjtO9i1qz8F5137gynzuqJ6PqUtkK9cWPNasyZU6iMKyNHwqJFRubN+4zx48dz5sxN4uJuMGjQcVav1tzTzTwewo1GHDsWQPj1KaRfe56YJGtOnEggPDzvfGRGo5HvvvuOadOmMWfOXMaPj6NLl/yNnpTako5M9+uBA7x45Qpb2rXjiMFAQkICffv2LXKE+3054jMYDFhZWZGUlISdnR3JycnExMRkvmJjY4mJiaFPnz588803pKen4+HhwZQpU3I9X/OmDqzbdIMu7d35K9hIfz8DQgji4s04Omhf/JNV+2E0p3Mo9ghfXVpOqjRS1caTrm6+hKfdZF6TqSwN/ZFK+kqZQS73gmhjDD9d/ZX49ASeqNKbETWHEGOM5Yew9aSZjTzr8wSeNjkXdaeb0zmdeJ6nvPvn2Cf0Vth2f56U7cuw63mreoPBYGD27NnMnTuXa9euMWDAgFxlcnd354EHHmDXrl1069aNoUOHIqVk3759vPvuu/j4+PDiiy9mK3eUlVatWvHHH39w9uxZfHx82L17d6breujQodlGWFJK3nnnHaSUXLt2jT179mQzfhmRo/Xq1aNevXq4ubkhhODixYvMnz+fuXPnYlvAf7o9e/YwadIkbty4wQcffMArr7xCs2bNcs0eUxEwGo0sWrQInU6HyWQiODiYtWvX8sADXbh4sTXNmx9m2bLvefnld4iJ0ZYmxMbCyv032JPeGue0VE7u+BB7z8P85nyVpwZq53Vz04xdxnIDOzttRDZ3Lvzf/92q2mA0agOZxo019+SFC7Bhg1Z0ddN/O9E7dafJ9VTCq4aQVutr/vrqHZ5aM4hGjRrSp0+fu/qHCVog4aZNsGVLSxISLjB48Gp0OsG//9Zg69b+eHtrhjS3SyxeDLcFPmfy8suau7FZs1uFeQH69tW+k3HjtLJNefW1MvbPmYOWAqdlSwgPh2+/1R7AoEHaSDAX0tNT0eu/YP58gbX1SaKj++Lp2QAXlxQMhjDmzq2LTqdjxu7zrF+5ntZ7z/F3whxijFc4eb4pn3zimK3D4OWl5QmtVw/27VvD6dOnMRhs2bSpLQ0afE/btiPIy/wkGZM48l8K9Rs4g9Rp0TuA69KljE1MJGrSJN577727Khhdbg1fVFQUCxcuJCYmhvT0dI4ePcrBgwcz56CuXbvG888/T7NmzbC3t8fFxQVnZ2dcXFyoXLkyderUoXv37hgMBi5fvpyn0QPQ6QRSgoe7oH5dPet+TWNgfwNXwszUqHZr0Gyts6K9ayvau2op3q+mXOfPyCCuJIcx4ugYqttWJTotmkp6exo71s/rcoXiSnIYa65twqAzMLhqfzyyGDcXa2der/USscY4fghbT7I5hWe9n6CKrWdmm1/Ct/KYV94uGX3VuoiT+0m/fAKrGreyzQghGD9+PMuXL+err77if//7X67HP/PMMwQHB2c7rlOnTnTq1InLly+zYMEC0tLSGDJkSK75Nd955x0GDRpEzZo1cXZ2xtPTE39//xyuDSEEOp2Opk2b0r9/TiOelpbGpUuXOHv2LN9//z03b94kKiqK4OBgevbsyY8//ki9evVo0qRJnvOXRqORoKAgNm3axIcffpjv6PB+JiOdV2hoKn/80RmDwcClS7Uxm2ty5cplatSoyYULdYiOdsHKSmJnpwUtZLxq1k3jaJWD1Ky6jdrBvbhUZz+1a90qh+DhoUVrZhi+bt20NJvjxmmRmkOHXuPffzfxzz+tuHLFI3OJS5068MYb2jE7P/wCmxPV6HHEkbW2g5Eh1Ui0/ZP/rvXhzJmPOXToEIcOHcI/qw8tF4xGI2vXruX69et4enry1FNPYTYbWLVKy7bSrx8sXGjH2bPt+O23m5jNZiZMaIivrzubNmkLzHv31ly2CQnxbNiwgdhYE2fO9KV69dznvYWA8eM1Q3+7eK1aaW7Y0aM145Zbn9HZWXOhmkxZRpReXtoEYFqalgpm5UqtNtSAAWBlRURiBFvPb+XC6QucOLMDo7EvMTHzACMREZfo2vUUQ4cOzpyTfarJU6xrsI5NZ21pdCOaWM8z1GxuxeyAWx1kKbVB5rlz2pzo99/XIDnZm4sXa+HhEUFISBXWrUvmoYccc6Rk231pN5vObOLvtR3o1Ok/UkZdxXbIUM0vijY3Wbly5bsyelCODV+lSpV45plncHZ2xtrampUrV9K+ffvM6gEAixYt4o0MjciDCRMmMHDgwHyjPAGaNKzEidOJNG3kgMEgWL0+DWcn6Ngu73Ur3rZVeMS9C1tu7OTr5vP4LXwbq0LX8tuN7TxVpS9P+TyGj23uq2nzCs45GneCzTe2U9XGi1dqPI+DVd71AZ2tnXit1ovEpSfwQ9h6EtMTM0eAJxJOM7Bq7tlYMrDpNoS0/euyGb4Mhg4dmmv19QyEEJlLTW6nRo0avP/++yQlJbFq1SqWLFlCjx496NWrFzqdjps3bzJ37lxq167NP//8w9KlS7M919upW7cuISG5JwY3GAzUr18/M9rw1KlTLF68mD179iCE4PLly5w7d46QkJBcDd+5c+c4d+4cderUYc6cORU6M4ytrbamysZGT1raDuzsbNm1axedOnXizJkzNGzYEDe3SGrVOk7Tpj4MH55dn5qnPMLlyE0c/fMKA12WcPn0DF75onPm/gzDl0G7dlqkYp8+MH58BE88cY42bVJJTo5iwYIfGTNmDF5eXtmu0b1+ey4kf0M1+6bEdv0J66hqpO3+gPik+uj1bXFz+4EdO3YzeHDOvK5Zo0i/++47Lly4YMlcEsu6dcE0bNiB556DrCUsGzRoQIPbIm3699cM4++/w1tvpRMVtZFatc4QHNyBatW+4sSJgTmKX2fg46PNX2ZURshKzZqa0cvPQdGyZR47DAYtH9uQIVqam/feI9HNmUX1wjmSdpkLZ0M4faQdtjhiNDbA3v4bXFw20qbNxGwd09quten2YDfS6hq5OcaZFoO6UqV69v9hQmj21stLS6admnqab7+tT79+v+HhcYPYWD0+Pv04ejR7LtIkYxK/nfkNe2t7bC8Z6BPxKz/832CG5RGrcTeUW8NnY2OTZ17GDAoyehnnGTVqFB999BFdunTJc7L00a6VWbXmOk0bOVC3lh6DFXy9PIWe3fOfPA6KDqaanTcGnTVPVO3DE1X7cDzuFO+cmMLZpIvUsPPGRmdDW5eHaOXSPHMJw5aInZxMsKRVl3Ap+QpXUq5Sz742Pdw7421bhWRTMnZ6W/Qi/wleJysH/lfzBeLTE/gxbAPBMUd4smq/Ar8bodNh0yn3NURArhXN403JOOrtcmmdE3t7e1555RWklGzfvp3x48cTGRmJi4sL9vb21K9fn44dO+YbTAPa+rukpILXh/3333+sWLGCOXPmZD7nOnXq5Hn+iIgIhg8fznvvvUfP/ArJVRAMBi0ZNNgxePAg1q5di9FoxNnZmYULF7Ju3ToqVTpL1ao1efbZZ3Mc72TrxJf/9yVnHz+LOS6ZaqNPcDGkSmZxVA8PLcAiAyurWwmNjx49yCOP/MXmzU9RrdoVDAYDBw4c4LHHHst2jQ+e/IBrMaFIGY6DgzWtzC6Eer1DYiLExc0hJOR13NzOEhBgQ58+4Od3y4V65QosXaq937GjLmlpD3D9elWsrdOoW/cEfn6a0bk9zD43hNAMdt26F5g4MZGtW/uTmGhPu3YH2L9/f56GD/Jfv5jbSO/mTS0JdKGmm4XQRnwdOrB35xKaL1mLXZgdJ1MnorM9Rkqckeq1p2NvsKdz594MHz48W2fPoDfQ1LMp/54Lo1I9HTUS43ioWu5THqC5pf/77wW6dl2JlJcwmw38739P07hxTtOTZEwi3WSkycYLhMTUYst4P5xtiycMpdwavntJr169WLlyJYsXL+Y1SzpxvZUOY5oZa4P2xXu4G6hZ/davvXo1PbVr6Fn5cyrPPWmDtXXuI4H/4k5S2y572oGmTo3Y2GY5o4/7E29MoGnlxhhlOp9f/BajTKe6rTfd3TvysHtnfg3fyqmEszzl3Z92zi2JSo8hPDWCa6nhHIk7TmRaFGbLYoeMRQ/WwhpPG3e8bNzxNHjgZeOBq7UzjlYODK/xHFeSr3I5JZSPzn/BM94DqGbnfc++yytpUVwzRmOnM9DE1geXfEakGQghqFu3Lkajkdq1a7N582Y6dOhAjx49sqUxy4uUlBQaNWrEuXPn8hwZHj58mJ9//pmZM2cWKq3a3r17Wb9+PW3atFFGLxdatWpFixYtmDJlCmPHjkUIkak7+WHQG2haXZujbTo2lndmnKfdr/XQ6W7l68xKly4ZOSudMJlSqF37AmFh1bhyxY1HH80ZSajT6VjachQ/tL9M6MLH2bFjB8vEMvbt20f16rOIinoOnc6XatVcadwYPv00nAMHQrC2TmPAACemTGnBkSOwfbstLi7RdOu2CxAkJDiRmgr79mlzicnJOefw3N21jkHGq0oVsIAiA4UAACAASURBVLe3o1atU6SkVMfbO5XAwJ507Jia5xrFohAdrS1HMBqhRw/o2rVwiaCNVaoTYDWKeOdkqp1LwM/pGileyzldtQ5tGrVj6NChWOWyYPKlFi/xyel/uNkvnGfP2eHzau55ylJTNS/rW29ZU7fuMNLT09Hr9Xl6TVxTdQxaeoDlzk9jeDGN5PQU2roXUMSxiJSI4RNC+AGfoi1wWSKlnHXbfhtgOdAKiASellJeLAnZMpg5cyZDhgzhueeew8nJKTNtWWXPW36FJ/re8s1LKXF0EHTrZM2qn1N59kkbbGxyPtBEczKeNjl9+nZ6W2Y3nswPVzfgau3EHzd308O9Mx0rt+VE/Gm+urQcW50N/bx68mTVvpnHeek1Q5YfqeY0IlIjuZEWwcXkKxyI+YcYYyxd3Xy5mhLOgCq9aOXSnMT0JFZf3UCkMYanvR+jhl0hCnwVQBM7H5rY+ZBoSuVkShixSUk46+1pbOtDpTzWMYaEhLB69Wpmz55NQkIC77//PvHx8SxfvpxLly5lVoDPCyklgwYN4ssvv+Tdd9/Nsf/gwYNs2rSJ6dOnF2j0pJR89tln2NnZMW3aND4uaibgUqYkdE6v12NtbV1k96/u0R48/d0ifvi2GkOG21K5srZ+LCsZKwM6dOjA4cOH2bPHjo4df+T06cHo9XmUS9+1i0s1hyGEoEePHvTo0YPff/+dvXv3YmMTQ3S0Gy+95MqyZUkEBx+kffsjgI4VK1qyb18EPXt68PXXnqxc+VtmSaw333wi30K6ZrMm+9Wr2uvECa1yhJNTNZo0acXevQY6ddpG8+bOtG07gdGjNQM1YMDdG8D69bWUbenpWrmiKVO0Rff9+mlzg3md/9/1PWjd5RMOG38iKdWV4y4mHr/ahumXnKjs54cujzUjOqGjUmxrnn4SfBbtu21SUSM5WTN6Y8ZoLlogVyOayeHD6L/9libzV3DJP5Yezf6ksUc3/Or5FeEbKQQZWRiK64WmeOeBOoABOAI0ua3N/wFfWt4/A6wu6LytWrWSWVmxYoU8e/asvBumTZsmR40aJaWUMvjPG/Li6bg820bcNMntf6ZKKaWMijbJb1Yky6Qkc7Y2V5KuyulnPpb7I/8u8Npms1muDt0gBx4cJieemC7Dkq/dxZ3kjslskh+cnp9je2J6klx6+Qc55+xCGZJ4+Z5fN9qYKPfHn5F/xB6TRxIvyRRTWqGPNZlMBe5///33pZRSjh8/XprN2Z/Bnj175LRp03Jsz4+QkBAppZSbNm2Se/fuzbNdVFSU/OSTT3JsB4JlMetVfq+S0jkppfT398/3uyyQ0FA5rtN+mZiofZwyJe+mJpNJjhoVIy9duiTT001yxgwpd+7MpeF77+V7ngz27dsnR4yYJRs0OClr1z4nn3lmpVy2bHnm/pSUFBkeHi5TUlLu6JZuZ9Eis9y166o8ffp0tnPt3Cnl229LuWaNlAX8zO+YpCTtvBMnSvnhh1KeOpV7u9T0VPnD0R/k6C2j5ew9s2Xw1WBtRwECTZkipdkspdy6Vcpt27LtS0iQcuRIKUND70DgS5ekNJmk2SzlpEn5N83tN3enOlcS6/jaAueklBeklGnAj8DtTuEBwDLL+zVAD1EKUQQTJ07k0KFDXLhwIVv2lty4Emamuo/Wy3F10fHUAAPfr0klIfHWYhtvWy+aOjTAw6bg1O4hyZeJMyWwpPl82ru24tsrP3IqIffSO0VlW8SfPOrRNcd2e70dw6o/w8jaw/kzMojtN/fc0+u6WNnj61CfHk4PUMXamYOJ59ke9x+nU66SLvNf11fQCC01NTWzZNLDDz+cLchlx44d7Nu3j8mTJ9/RqCQja8xff/1VYCWPMkq50Tl8fHjj0TMsmpJ/TUbQfgvOzs7UqFEDvV7HpElaqq8cldnff79Ql/by8uL06SZ06/YnvXv/zoUL1Th27KHMeUUbGxs8PT3vaq1maipcvizo2rUqDRo0yHaubt20BNMeHloUZ37r9O4UOzttrnDmTG2t4v798O67Wl7QrGX1DHoDzzz4DPN6zmN8p/G0qmoZRRegd927W0aSDz+srSexEB+vRaZOnqwF6hSaGjVAp+PoUe4o5VtRKQnD5wNkrW4aatmWaxspZToQC+SwFkKIV4UQwUKI4Ijbs9TeA6ytrZkyZQqjRo3C0cWQr+ELvWrGx/vW1+fkqOOZJ234aX0qsXFa3TGd0OHn+TC17WvkdZpM6tjXZESNIbgaXBhQxY/xdUdyOPYYs88t4FJS6F3fm5SSgzGHaeeaV9iX5n59sfpgerh3zrPN3eJp7Uxnx0Y87NgUe50NexJOsyPuOCGpEZiLoPl2dnaZGXp69eqVGaiyZcsW/v33XyZMmFAkV5yUErPZnL97puxSbnQOoOa7z2EKOkjolfyff3R0zuCOd96Bixdh/fosG21sGDeu4OvWrVuXd95Jx9n5PPb2lxg+/DSDBjVm/HhYu/beGKJlywrOodyli5Zguri6HS4uMGyYZgQHD9YSgE+cqK0pvN21XFgyF59nZMpGW685cSIEBGgRnUVh69a8U5jdS8qVVkspvwa+BmjduvU97B/domfPnixcuJADwTuxT8+765GcIrG3y/5LrWQveO4pG75fm8qA3gbcKuuw1RcyDcRtWOuseNbnCVJMKfxwdQNR16IZ4vNktrV4d8L2m3uK1aDdKUIIqhvcqG5wwyzNXEiLYGf8cfRCRwPbqlS1ciny3NHBgwczSxQVlVOnTuUId6+IlITOYW3NyCmVmf7GSWweyjva8fjx3FOVvf66ZmBWrdKi9QEKm6v8iSeeoHfv3phMJuzt7RFC0LYt7N6tGdXevbV/xEX5KaalwfnzmXahTFC16q1yTufOaVlvoqK0de39+2dfOH8nmM3aPOP06TmXYdwJMTF3d3xhKYkRXxiQNayxmmVbrm2EEFaAM9qEe6nw1VdfMXP2NBLj8x7x5YWtreD5wTb8GphGeETeFacLfT69LcOqP8OrNV9gQ3ggX17KmWy3IKSUBEUH4+va+q7lKQ50Qkc9Gy96OD1AR4eGxKQnsiP+OHsTTpNmvvPCrm3atGHkyJF3JVNgYGCBORfLMOVO5xx6daSJ+T+uhuSRHZr8c3S++KK2/OGbb+782ra2tlSqVClbR6tLF80NaTJpBjCPZaL5smKFVvGhrFKvnuaWnDlTqxLx0UdaCrhDh+78XDqd9n3djdHKbURfXAh5Lx3LuV1AU6ozQA80ZfsbeE5KeTxLmzeAB6WUrwkhngEGSikHF3DeCOCS5aM7cLM45L9HlHX5oOzLWJ7kqymlLHxZintMCekclK9nUhZR8t0dRda5Ynd1SinThRAjgS1o0WZLpZTHhRDT0CJxfgG+AVYIIc4BUWhRZgWdN/MmhRDBUsqyOZyh7MsHZV9GJV/hKQmdg7J1z7mh5Ls77mf5SmSOT0q5Gdh827YpWd6nAINKQhaFoiKgdE6hyJv7siyRQqFQKBR5cb8Yvq9LW4ACKOvyQdmXUclX9ijr96zkuzvuW/mKPbhFoVAoFIqyxP0y4lMoFAqFolAow6dQKBSKCkW5MnxCCD8hxGkhxDkhxMRc9tsIIVZb9h8QQtQqYfmWCiFuCCH+y2O/EEJ8ZpHvqBAi7/xh91626kKInUKIE0KI40KIt8qSfJbr2wohDgohjlhkDMilTWk/Y70Q4rAQYlNZk604UDp31/KVab0rDzpnkeHe6t2dZLQuzRfFlHH+HsvYBWgJ/JfH/j7A74AA2gMHSlC2qkBLy3tHtAXOt39/pSaf5foCcLC8twYOAO3L2DMeDXwPbMplX6nKVgz3qnTu7uUr03pXHnTOct17qnflacRX5jPOSyl3oy0GzosBQEbdk78AFyFE1RKS7ZqU8h/L+3jgJDkTF5eafBa5pJQywfLR2vK6Pfqq1J6xEKIa0BdYkkeTslHx4N6hdO4uKet6V9Z1DopH78qT4btnGedLkcLcQ7FjcQU8hNa7y0qpy2dxafwL3AC2SSnzlLEUnvEnwHggrySsZf33d6conbuHlFW9K+M6B8Wgd+XJ8CnuAUIIB2At8LaUMq605bkdKaVJStkCLbFyWyFEHmmJSxYhRD/ghpSyCCl8FRWdsqx3ZVXnoPj0rjwZvnKXcT4XCnMPxYYQwhpN+VZJKdfl0qRU5cuKlDIG2An43bartJ5xR+AxIcRFNJffw0KIlWVEtuJC6dw9oLzoXRnUOSgmvStPhu9voL4QorYQwoA2ifnLbW1+ATLKPj4F7JCWGc8ywi/AUEsUV3sgVkp5rSQubPF5fwOclFLOL2vyWWT0EEK4WN7bAY8Cp3KRscSfsZTyXSllNSllLbTf3g4p5fNlQbZiROncXVLW9a4s6xwUo96VZGTO3b7Qop/OoEWavWfZNg14zPLeFvgZOAccBOqUsHw/ANcAI5qffjjwGvCavBVBtcgi/zGgdQnK1glt0voo8K/l1aesyGe5fjPgsEXG/4ApZe0ZW2TohiW6rKzJVgz3qnTu7uQr03pXXnTOIsc90zuVskyhUCgUFYry5OpUKBQKheKuUYZPoVAoFBUKZfgUCoVCUaFQhk+hUCgUFQpl+BQKhUJRoVCGT6FQKBQVCmX4FAqFQlGhUIavAiGE2CWEaGR575ZRw0wI8bMQYqEQYq8Q4pIQopMQYoUQ4owQ4pvSlVqhKL8onSubWJW2AIoSpR5aFg7QMjYcs7x/EAiSUo4UQkxCS7HUDYgAQoUQNlLK1JIWVqG4D1A6VwZRhq+CIISoCYRJKTNKezQDjgohbAEXtNIfoKVX+kZacgUKIUxAWknLq1CUd5TOlV2Uq7Pi0BwtH18GrSyfmwL/ZFHO5ljqhVkKQF6VKq+dQlEUlM6VUZThqzi0QEvmihCiPlrV4mNoLpcjWdo145ay3q64CoWi8CidK6MoV2fFoTmQIoQ4gqZYJ9BKebigZTTH4oKxk1JGW47JqpAKheLOUDpXRlHVGSoIQoizQEspZXxpy6JQVASUzpVdlKuzAiCEcASkUkCFomRQOle2USM+hUKhUFQo1IhPoVAoFBUKZfgUCoVCUaFQhk+hUCgUFQpl+BQKhUJRoVCGT6FQKBQVCmX4FAqFQlGhUIZPoVAoFBUKZfgUCoVCUaFQhk+hUCgUFQpl+BQKhUJRoVCGT6FQKBQVCmX4FAqFQlGhUIavgiCEeEkIsbe05VAoFIrSRhm+coQQIlAIMS2X7QOEENeFEIUuLCyEkEKIevdWQoXi/kUI8ZwQIlgIkSCEuCaE+F0I0am05QIQQlwUQjxS2nKUF5ThK18sA54XQojbtr8ArJJSppeCTArFfY8QYjTwCfAh4AXUAD4HBtzheXJ0Tu+kw6q4NyjDV77YALgBnTM2CCFcgX7AciGEsxBiuRAiQghxSQgxWQiR4xkLIXZb3h6x9F6fFkK4CiE2WY6NtryvluWY2kKI3UKIeCHEH0KIRUKIlVn2txdC7BdCxAghjgghuhXXl6BQlCRCCGdgGvCGlHKdlDJRSmmUUv4qpRwnhPhOCDE9S/tuQojQLJ8vCiEmCCGOAolCCKs8tnkLIdZadDBECDEqyzmmCiF+suh3vBDiuBCitWXfCjRD/KtFn8eX1HdTXlGGrxwhpUwGfgKGZtk8GDglpTwCLACcgTpAV0u7Ybmcp4vlbXMppYOUcjXab+FboCaaEiUDC7Mc9j1wEM3wTkUbZQIghPABfgOmA5WBscBaIYTH3d2xQlEm8AVsgfV3cY5ngb6ASxbPTOY2wAz8ChwBfIAewNtCiF5ZzvEY8KOl/S9Y9FNK+QJwGehv0ec5dyFnhUAZvvLHMuApIYSt5fNQYJkQQg88A7wrpYyXUl4E5pHFQOWHlDJSSrlWSpkkpYwHZqAZT4QQNYA2wBQpZZqUci+a4mXwPLBZSrlZSmmWUm4DgoE+d323CkXp4wbcvMuphM+klFcsndfctrUBPKSU0yw6dgFYjKbTGey16JgJWAE0vwt5KjTKt1zOkFLuFULcBB4XQvwNtAUGAu6ANXApS/NLaL3HAhFC2AMfA36Aq2Wzo8WgegNRUsqkLIdcAapb3tcEBgkh+mfZbw3svJN7UyjKKJGAuxDC6i6M35UCttUEvIUQMVm26YE9WT5fz/I+CbC9S5kqLMrwlU+Wo430GgJbpJThFgNlRFOgE5Z2NYCwQp5zjOV87aSU14UQLYDDgACuAZWFEPZZjF/1LMdeAVZIKV+5m5tSKMooQUAq8DiwJpf9iYB9ls9VcmkjC9h2BQiRUtYvooy5nV+RB8rVWT5ZDjwCvILm+sTi/vgJmCGEcBRC1ARGAyvzOEc42lxgBo5o83oxQojKgH/GDinlJTTX5VQhhEEI4QtkHd2tBPoLIXoJIfRCCFvLBH81FIpyjpQyFpgCLBJCPC6EsBdCWAshegsh5gD/An2EEJWFEFWAt4twmYNAvCXgxc6iRw8IIdoU8vjb9VmRD8rwlUMs83f7gUpkn2t7E633eQHYixaQsjSP00xFmxuMEUIMRgvVtgNuAn8Bgbe1H4I2yR+JFsSyGq0XjJTyClpY9yQgAq33Og71+1LcJ0gp56F1JCdz6zc+Ei3SegVaUMpFYCuabtzp+U1o0dktgBA0PVyCFqxWGGYCky36PPZOr1/REFKqEbLizhFCrEaLJvUvsLFCoVCUIVSPXFEohBBthBB1hRA6IYQf2ghvQ2nLpVAoFHeKCm5RFJYqwDq00O5Q4HUp5eHSFUmhUCjuHOXqVCgUCkWFQrk6FQqFQlGhKLeuTnd3d1mrVq3SFkOhyMGhQ4duSinvu3RtSucUZZU71blya/hq1apFcHBwaYuhUORACHGp4FblD6VzirLKneqccnUqFPchluz/x4QQ/wohclgrofGZEOKcEOKoEKJlacipUJQG5XbEp1AoCqS7lPJmHvt6A/Utr3bAF5a/CsV9T4mM+FTvU6EocwwAlkuNvwAXIUTV0hZKoSgJStLV2V1K2UJK2TqXfVl7n6+i9T4VCkXRkcBWIcQhIcSruez3IXt1gFAKWclDoSjvlJU5vnLb+0xPTycsLIy0tLTSFkWhyEonKWVLtE7lG0KILgUdkBtCiFeFEMFCiOCIiIh7K6FCUUqUlOG7L3ufS7/5Bh8PT5rXb0RVNw8+njevtEVSFIKjR4/ywgtDaNu2Fa+99iohISGlLdI9R0oZZvl7A61yeNvbmoSRvbRUNXIpYSWl/FpK2VpK2drDo2ys0AgKCsLPz4+goKDSFkVRZFLRisGUDiVl+O673ueePXt4d9Q7jItx5Ktkb/wTKjN/yjQ2bFDpK8syR48epUeP7rRo4clnn72Jh4eZjh19uXr1KufOnWPHjh1ER0eXtph3hRCikhDCMeM90BP477ZmvwBDLfPr7YFYKeW1Eha1CNwgIGAMW7ZsISAgoLSFURSBoKD9+Pn1ICjoR+AY2jgngZIsKVgiUZ1Ze59CiIze5+4sTQrd+wS+BmjdunWp5lr7euEi+ibZURtbAHww8GSSPV9+/CmPP/54aYqmyIe5c2czceJQxox5HoD27R/k5s0Y/Px6cuNGOA0b1uLIkTNMnz6dkSPfLGVpi4wXsF4IAZqOfy+lDBRCvAYgpfwS2Az0Ac6hVfMeVkqy3iHJ+Ptr9Y79/d8rZVkURSEgYCpbtuwDzAQGNgPCCQraRkDAd/j7B+Dr263YZSh2w2fpceqklPFZep/Tbmv2CzBSCPEjWkh1qfc+ExMTmTt7Dr/89DPOLi68OX4sAwcOzNyfEBuHARPricIJPb44UAk9IRculKLUioI4ffoU//d/j2TbFh4eRY0alQkOXoLBYM3Fi1fp2PEVfH070KpVq1KStOhIKS8AzXPZ/mWW9xJ4oyTlKhzpQCygR3NI3f5KyNI2tcSlU9w9/v4BgMTff4hliz0BAYvZsiUIeI/AwL2AKFYZSmLEV+56n1JKenfvgfnYOZ5IsSOWGN56YRjXwsJ4401tFJCOZAcxdMaR86TwIzdxx4rQa2YuXLhAnTqqGHJZpFWr1vz22z58fZtlbtuz5zB//PE5BoM1ALVqeTNixGP89NPqcmn4yjNBQbsJCJiMv/8r2Z7Rrf1H6d//HSIjY4EZBAY+kvMkijKNr68vgYHbgBjgPJCEv/8YYB7+/iMs212LVYZiN3zlsff5559/EnryDLNT3NFZeh5VkwxMm+LP62+8wdGjRzmwZy+fUQsH9AD8RjSbiKaT3oVffvmFt99+uzRvQZEHEya8S8eOvsTEJNChw4P8+utejMZ0jMb0bO2MxnSsrFR+h5ImIGCWpedvRWDgEsCc5WUiIGAxkZGxuLk54++vCo2Xb1yAmsAlfH1rERi4wLI9DK3wfPGFoCjNzoWzZ89Sz2zINHoANTEQExfHpEmTOHToEK1SDJlGD+ARnFlGBClWAgcHh9IQW1EItHyT//DFF5+zceNhWrbsioNDNcaN+4yNGz/CycmBY8fOsWTJL+zc+Wdpi1vh0NxgOvz9/YEGWfZI4Kxlfk/g7z8CX181Gi//uANG4GqWbanATcCz2K6qDF8utGrViikkkYojNpZex3GS8alShZkzZ7Jy5UoW/XUk23TDDYw4oOe4LoUnn3yylCRXFIaqVasybdoHmZ+NRiP9+/elalU/3N1diIqKxWyGXbt20rRp01KUtOKhucECc9lzFYjH17clgYE/ABGUZBSgojipAhgJCtpOQMBii5tbj1bzWl/AsUWjrCxgL1O0bNmSHn17M61SJNuIYa0uhgX2MXz8+SKEEAwcOJArtrBRxJCIiYukMp9r2Lk4s2nrFlxdi9c/rbi3WFtb4+XlxbPP+rFx4zxCQn7h5Zf7M3nyJFq3fojvvvsWVbC5NIkBrlve1+ZWf109k/sDAVQnIOAbtmwJIiBgMWBCW+ZQPKgRXx4s++F71qxZw4Yff8LV3Y1t//c6R44coXXTB4mNjaVbjx7s27OXn25cprKTE/WbtGXHrl3o9cXTQ1EULxs2bOTMmTV4elamR4/X8fKqzJYtC4iMjGXixNmEh4czYcLE0hazApIKMsQS5OcDOJE9slNxfyAsc7Zm/P1fJSjoKAEB3+LvPwtf3w73/nJSynL5atWqlSxJPpo9R9au5CIn4yPnUkN21bnIFo2aSJPJJKWU0t/fv0TlUdxbvLw85Jkz6+TevUtkw4Y1pcl0UEoZLKUMlufObZDu7m4yNTW1UOcCgmUZ0JF7/SppnZNSyv37AmWvR9vI/bsWSWmKt2y9KrVnE1ri8iiKk4znekn26uUrAdmrV89CHXmnOqdGfIXAZDIxa8YM3k90xQcDACPNNkwKu86OHTt45BEVUl3eefnll3n77Y/p168jLVs2Qqe7NQtQp44PJlM6MTExeHoW34S7IicBUwPYsu1vwEzgxjpgVQesKllGgMrVeX9xy4Xt7/8aAP7+k4v1Sop8SEpKIiEpCe8sUUYCgXeyZNu2bSyYO49Df/9NeGgY7031p1q1aqUoraIoTJ06jbffHsX48QvQ6wVxcQk4OWnRubt3/4Orqyvu7u6lLGXFw//9ccAM/CcNBSSkn4d0K7C2B725uNc5K0qUjGkiE76+LSzLGx4sliup4JZC4ODgQPWq3hwmMXNbMmYOpsewaN7HVN36DyOj7bm+bCO+LVuX+1yPFRGDwcDnn39JWNhV6tdviK/vCD799Afef/9LBg2axPz5n2QbBSpKhvatGjLl7d4ETP+GoN0HwGQE0tn/5z78Hnmc/fv3lbaIintGhuFL51aPxlwsV1IjvkIghGDA04P4+KP59MQZF6zYTixO6Blkqkw3nAGon25HbEI03y5dyugxY0pZakUGRqORyMhIPDw8MoOPTpw4weefLyQsLJSuXbvzyiuvUqlSJZycnOjTpy9t27Zl4cIFeHp6sGPHLh544IFSvouKhzQlQ8wups35iS1/ngEMBLZvizQZmfbBt2z58xTIN/l9+98IoYLKyj8Z5sjErTFZ8bizVRe2kHh7e9PG2gU9guukMRR3QFAfu2zt6iQLTh27PRG+orT47LNP8fHxplmzB6hVqwbff7+KoKAgunbtjKenmeee68jOnb/w6KM9MmsqCiHo27cvo0a9xeuvv6GMXmkRsw1MCUwZ9wy9evXC/4PPwLkPwvkxpgTMplfXRkwZ5Qs31yPNxtKWVpEnZm43YEFBe/Dz605Q0DpulSfKbcSnDF+p0qtXL45bpdIHF17Bi5Y44ICev7OEVkskh+1NtOvcqRQlVWSwbt06Fi36lD17vuTGjS2sWzeTcePGMHr0W8ybN4opU15h0KBH2LBhLlZW6axfvz7b8TY2NqrAcCkhk05C0ikQ1vj2fJvAwEB8fX0z93fo+hi/b92Fb5tGkHIBbq5BmlXS6rKGVjuxO0FBq8maVDwgYAJbtuwiIOAj4ARwCi05OWQf8RWPq1MZvkLSpEkTnnvxRUZbh7HYNoZZjtEkVK7Eb5VSWWaIYRexzLWL4poNPPzwwyQlJbFu3Tp++OEHNedXSixe/CXTpr1Cw4a1AGjTpimjRz/Lf/+dwM/v1togIQS9erXl338PA2BlZYXRaMRgMJCaqv6ZljQyPR6itmofXLohrHNPCCEMXuD5LOgqQeoViPgZaU4pQUkVBaGVINpNQMBnaAbuBpCKv/8r9Orli7//SDQzlMitBesmbhk8NeIrVdLS0jDrBfsPH6Lf3PcZu3gBIaFXOHLyOA+8/RIRj/nywpyp/HvqBBMmTKBmVW8+fOl1Pnv1bWr7VOfXX38t7VuocCQkJFC5slO2bZUrO+HoWIk9ew5nbpNS8scffxMScpHr16/j4uJCTEwMNjY2fP/99zRoUJeaNavx7LPPEhcXV9K3UaGQUkL07yBTwbYOVGqRb3th7Q5ez4HeiaCgIHr3aKsCXsoQ/v5T6dWrJ/7+o9GM2RXgHL6+zQgMXICvbxugGVqycNmUewAAIABJREFU6kpZjsxwf0ajGcJ7zJ0s+itLr5JeTDtr1ix55syZAtuZzWZZv3pNOZqqcg0N5BoayFnUkC6VHGRCQkIJSKrIYO7cObJPn84yLe0vKWWwTEzcK2vV8paOjpWkm5uzXLhwvNy+/Qv57LO9ZNOmjWVISIicN2+e7Nu3r/z666/lY4/1kz4+nvLrr9+TS5dOkfXqVZc1a1aXRqMx3+uiFrAXGXPcIWm+PFuaQz+T5vT4gg/IOM4YK3t1bawten60czFKqCg6UVLKf+X+/Utlr16+cv/+pVLKo7e1OSIzEkdIGSy/+mqSdHNzkV999VW+Z75TnVNRnYXgr7/+ws3Njfr16xfY9sKFC8RGRuJL1cxt9bClpt6OPXv24OfnV5yiKrLw5puj2L37Txo0eIr27R/kzz8PYWtry+LF71GzZlU+/fQHVq/eRkxMAkOGvEStWrUYPXo0DRo04NSpU2zduo2zZ9dRrZoXAP37d6FmzX6sXLmSl156qXRv7j5EGiMhdpf2wbUnQl/4KifCyokp770NzGPK2KeLRT7F3eIKmAkIeN1SegpLBXYTtwJbrNCqNTgACUyatIjIyFgmTZrIq6++es8kua9dnQkJCdy4cUNzn+RDcnIyn376KX2692DE0Bc5cuRI5r7ExER+/PFHhg8fXqhrOjg4kGIykZbFNy2RxMl0nJyc8jlSca+xsbHhl182sWbNBvr2fY433hhFfHwcs2Z9x86dwXz7rT+7dy/m5Zf7c/VqWOZxbm5uGAwGqlZ1yzR6AO7uLjRtWpe9e/eWxu3c10hphqjNINPBvgnCvuEdn8O3Qwd+XzEc31Y1ikFCxd2TClyxzO91x98/owRr1nnZ7MtSPvzwTdzcnPnww3H3VJL70vAlJycz/PmhVHH3oE616lRxdqVJzTq88PSznDp1Klvb9PR0Hu3Sje8nfUDjXSdJXRXIwx06sWPHDgBmzZrFhAkTsFSQLxAvLy86d+7EckMsSZgwYmadLgYb98q0b9/+nt+romBatWpFSMh51qxZxXffTeXTT8eyf/9Rnn32PcxmM2vX7qRdu1sRg66urtjZ2XH9ehQ3bkRlbo+NTeDEiQt06dKlNG6j7CNN2txcRkdTSsvnBJBRYL4O5ktgOgGmQwTtW4Ofnx9BQUEQFwRp10DvCK5FTAGod9T+muLvzf0o7ilBQYH4+f0f4EBg4PYsUbpZDV92J+Srrz7JzZvbefXV5+6pLPelq3P0yDc5vXYzU1M9mU4Y3Y1WNI9P53jodjpu3sxf/wRnui03b95M5KlzTEty0wrPmqFKkp6Jb71NwJzZtGjRgqpVqxZwxeys+Gk17Zq14OXQCwjAHitq23mSkJCgRn2lQFJSEh9//AlHjqykevUqAPj6NqNmzX507DiCiIh4Bg8enNne1dWVtLQ0+vXrR6dOw5kx4w2srPRMnfo1Xl6eDBkypLRupewi0wnau5mAD6YxcEAn1q3bwZTxj+PbsRUYnBB6mxyHBEybz5atQWBO5fdv+mgbK/dB6GyLJkOGazRdGb6ySEDAFxYXpyOBgYOAjOec94jvVlTnvc1Nd98ZPpPJxPJVK/k01YcNRPEwzgzCDYAGZjuMydFMm/w+b44ZzbVr11iyZAlNEshWbb05lVhw6hS7du1i9uzZdyzD7t27MUXH8QW1sUFga9bx+flwPvzgA2bNnXvP7lVROMLDw3FwsM80egDW1lY8+GB96tZtgYuLCwaDIXOfq6sr0dHRLFnyDU8//TTjxi0kOTmZRx7pyeLFS1TpqdwwxxDwwTS2bDtE8D9niYyMA1Mqv6/QjJHU24DBEaydwOAG1lXwnzIZxKdMeaMlIMGhFcK2ZtFlEFYEHY1j2rwV+E91wrfz0yDuS6dWucTf3z/b31uGLzlLq7xqLSrDly8mkwljejr26AgjDT9csu1vYDKwctefOLm7kZKSgslk4oStCZkiEZYv9zhJ6NNNRXZN/rJmLd0SrXHN8vX6pdqz7Oe1yvCVAtWqVSM93cThw6d46KFGAMTExHPo0Cm++up7li5dmq29wWDAaDRia2tLp06deO2119i2bRsLFy4sDfGLjNDyeAUDYVLKfrftswGWA62ASOBpKeXFu7ga/pOeIyYmifiEJOrVqcqUd58DG1dIiwdTKiSnQvJN4AIIa9rX9+b3754H4zWwcgPnu3MhC+Mlps3/hS07/wP9RwT+WgdsWoDIOdpUlDy+vr4EBgZm2ZKR9Sq3EV/xVt4ose6QEEIvhDgshNiUyz4bIcRqIcQ5IcQBIUStol7HYDDQvWNnfhOx1MWWf7IklgY4SALOHu7o9Xq8vb3p3r07soobc7nGvySyhRi+JJwncOV/w4YXKXOHS2VX4m4bFMSSjrOLS+4HKIoVa2tr5syZS9++o5k581sWLlxNhw4jGDZsGLVq1cLW1pbk5ORcjzMajRiNRqytrUtB8rvmLeBkHvuGA9FSynrAx8CduzayIfBt1xgXl0qcOHkJFxcHOjz6fwiPYeDzDngNA9eeYN8UrFxAGiH1EkEHDtH7hW8JOuuF0N3FdywlpJ7Df/zj9Hq0E/6TXgRzJKTsBZNKIFE2yeiQpHJrwfrthi/j7701VSU54stQwtwmuTKVUAjxDJoSFjkm+atl39L+oZZYxyQSTTpJmGiNA0dJYh/xhGzbmjlvFxUVhZSSGe9OJtEchQtWjMWbRtjxt4wkODiYDh3urALwiNdeo9OSpTROMtAMe86Twlf6m/R+oDsmkwkhBPv37yc2NpbOnTureb8S4PnnX6Bhw0YsW/YtyckRzJ37KX36aPNKDRs25PTp07RokX2xdEZAk9FoxMqqfDlHhBDVgL7ADGB0Lk0GAFMt79cAC4UQQhYUAp33FQHwn/Q8IPGf9BwINxAWP4rBQ3s5aN+xNCVA6lWmLRymJZv+cCGBXfrlefYCSb8G5gR82zUncMtUkGmQ9v/snWd4VEUXgN/Zkh7SAwkJoQnSe1l6k0QQQUAFkSoqiIooiNLihq4INvwUUBQLoKKClASkSFtAFESKCIQWSkJJSM+2+X7cTU9IIAWj+z7PfbLZnTszW+aee86ccgis8ZCxD7T1QBMCxXRSs1MeqFCEXwaK1ufCv8rUWd6LsHr16uzcv4/mDRvzkMkTI5L9JHNTZeWh3n1yOat4e3szYMAA3nwjghlpgahtH7AVSZLFhIeHR5HjpaamYjZnhyvUq1ePL75dzYjHB3MrNRZptVBHU4nda9YR8JMvlTw8kPGJeKq0nDGnsPSz5Tz66KN381bt3AGtWrWiVatW+Z6vX78+hw8fzif4MjEajRVO8AHvAK8C7oW8XhUljQZSSrMQ4hbgA1y/q9FsAkXXph6Ra2cC4rZCRqjdwKUO4RELQK3Pse9zl2ScUv461rY9YQLN/WA5C5arYDoOljhwbA6iwn2X/2KcyS34MjW+ssnRmUl5mTozF2Fh7ybXIkTJVupTkgHr1KnDe/9bzDpNEicdrZzRWvBoVIePPv0kX9tatWrRsHFjvtQmkIaVDKys1CQQXKsm9evXL3SMW7du8fgj/fH19KKyry9dde05d+4cAA0bNmTClNdwcnRgNsHoMyqzIL0KDyRqSLt4mfnJvkxJ9GR6qi9PDx/BtWvXSvJ27ZSA2rVrc+rUqUJfN5vNFcrUKYR4CIiTUv5WCn09I4Q4KIQ4ePvfaF4hV7xLS+a+T84E1MVCWkGmgYwH6wVQp4FrIGiNYNmHYe8qwnqFYdi7PesUg2EPYQ/2VsIn7PxDyOvZWT4aX5kLvnuzCBVGPfUUL77yMk0H9KbviCfZd+j3Qqtof7d+HaruLXlGe4HR2gsYOzdlbdSm28bvDR80mJsbd/GRKZjlphD89/9Nm2YtGNSvP6NHjcLBwYEGajdq2r5cgaAPntzATKrtHqA6jjRWu7Nx48a7+ETslIRMg4JWq8VsNhfargKaOtsDDwshzgGrgG5CiC/ztLkEBAMIITSAB4qTSy6klEuklC2llC39/PxuM2TeMjJld2kx7NlMWFg7DLs/B+sJ4BI4VAK1CwgLqNToZ31C1JYD6Od+CyovEJXQz/2OqKjN6PX6MpubnTslr2dnYXt8FUzwcU8WYTZOTk7cd999uLi4MOSxxwnw9aNFw8asWbMmVztfX19+3LSRa/E3ibt5g/U/b6ZKlSqF9ArXrl1j2/btjDR64ooaIxKDTCQ4IQO/tXsxbTvIjClTiE/L7VyTmdEl06R6CSOxlnTS0+1Z5cuLI0eO0KNHV7RaLcHBVXnnnUW3ze5T0ZxbpJSvSymDpJTVgUHANinlk3marQOG2x4PtLUpgSvd3Wl8d4xMRh8xjajN+9HP+gysZrCYlfFUasW8KiF86nBCe7YjXL8InHTg3IFw/QKlrl9Jzap2SpG8np2Zgi9vYuoKJvjuzSLMTXp6Op8t/YQr3+/g0Rtu3H/sBmOHjWTVqlX52rq6uuLmVnSOwJSUFLRClaWY/8wtquHI61SlCx48LyvT1ejCeZnBThKRSDKwslx1HV+VAyYkb3OZ6VxEpmUwafxLhE+dWlpv+T/L0aNHeeKJx2nYsB6DBj3GkSNHcr3+ww8/0KlTB9TqdPbsWcb69Qv4/POlHD58OJcHb2ZpIqh4ps7CEEJECCEetv37CeAjhDiNsu/+Wgl7t/3NXLZqWy22sNIzLUoJltOETxtBaM/WhM8YDagwGP4krNdLGPYeBaqBdEDXtgGRm77PZUK9a7OqnRJgAVJRqizEAH8DhzEYvrL9NjKrpKSj/Hb+JabOwijbRZibI0eOEGjS0MXqhQ8O1MGNsNRKzJx+d3d+u3fv5pHQB7mVnspTRPMjNzhFGq1yldUAHe5UCw7iR394xjGGMY4xuHVvQ/MeXRirPk8SFj6mBnOpxjsZgXzy7gds3bq1NN7yf46UlBQmTZqITteG5s0D+OqrGeh01ejRo1tWmrrw8OmMHz+OKVNG0LZtI/r2ncjx49F89NFk/vjjUK59vszSRFDxNL6cSCl3ZMbwSSlnSCnX2R6nSykflVLWllK2llJGl2yk/BqfXv86UVFR6PUzStZ1JpZYkIno2jYkcv0CdLpGoNKgn/WZTQNcBcITZBKgAlHQtoYVg2FL6QpkOzYkBkMUYWEdMRg+B34DDqM480cDsUASYEGvX2z7bcwEMpNHpKP8jgoSSxXQqzMTKeUOYIft8Ywcz6cDZebWmBAfT2VT7sC6yjgSc/nyHfcVExND37AHGZ/mxiJVbWIwMc16hQQsVEJDhxzRGqdFBk2bdSCkTm3Gjh2Lm5tb1h5jg5q1efysEa3tS/ZAQ48UR1Z98SXdu3cvwbv993L69GlWrvwas9nMwIGP0qhRI0BJWhAa+gDXr1/mpZcGM3HiUACaNKlDUlIqU6a8RqdOXVi4cCHR0Wvx81MKmz78cCf69JnA/v2fkZiYxPHjx2nQoAGQnb0FFI3P1dW1gBnZySaPxifUhIc/CxgJD59c8u7N8Rh2f4N+7peETxuBrm1DZSghCJ8+BoDwaS+A1bb3L3xAFJRhJxG9PjxHdYDIAtrYKT5mIB2DYSd6/SwSEpLYv/8oYCEy8v18rQ2GI+j1S+nfvxvgZjM7OwNGFMHnjGLuzOsHWYEF370iIDCQvQ5H6WCUaDKzs4hk2t1FZpYVn39OF7MzXYTiJV4NB15R+TPLJZGDWPFMuUkL6cJJkc5a51TWvPg8v/76K9WrV8/Vj7OTE0Zy7+uZVODqaM8yURDffvsNzz03lqFDH0Sr1fDAA914440IxowZy8aNGzGZUqhePZA2bRrmOq9Vq/q8//43GAz7ad78/iyhB9CiRT0cHLTMn7+CJk0as379evr06YOTk1MuwVeRNb7yI7/Gp9M1tF38Gtx9t9IKGScg4xj6WcuJ2noY0BC5abMSliCPoGvfgMgNbwK+YI21De9fSIc3CQ9/GnC07/XdMakoGlt6jkNxCtPrZxEVZaBNm4a2yupPF9iDXr80x03HEpQCtLdsR07PTlOeM+2C744JCgoioE5NvjgXQ51kFbecVJxxMPLLe+/ccV83b9zAyyRzfQ8+qNE4aNmzfx9PDHyUQ9dv4Ojswc+rN3HgwAEGDhyYr59R48by/qvTqZ7qiAcaLpDBZqc0No4uXvmj/xJGo5EXXnieyMh3adGiHgDPPPMILVsOp3PnLqxdu5ZOnZrg4uLEjz/u4KGHOmadu2bNNrp27c4jj/TnlVfGYzKZ0WqVn/3Vq9eJjb3B55+vp169Wvz11++EhFTj22+/y6fx5czlaacA8nk/q8i+eN3lTYMlHlIPgFUxOYdPexHUKwl/Qw+qzH34qiBjQOUIlpuABOEAwqugDoEEW/XvKLJNbHaKg8GwCb3+bcLDn0ana2x7VgWILEEXHj4Wne5BFM1Ni+KteYZMS4DSzonw8KdQ4vf+Jrvyel7PzpzYBd8dYzabmfj6ZFxcXJg3azYDHh3I8BEjqFy58m3PS01NJTU1FR8fn6ywBl379jz/wf/ob6mEm1AjpeQHTQq9HnqI2rVrs2v/PsaNG8eZU6d5b8HbXL15g+HDh+fre8zYsZw5+TfPf/g//FzcSMbCW4veKTDA+r/OX3/9hZdXpSyhB1CrVhB16lTj448/pnbt2nz77Rds2vQOHTqMZvDgKTRoUJM1a7Zz9WoCBw/+hqOjI2azlQEDJjN16khSUtKYOPFdnJwceffdiQwb1huAzZv3MWjQY2zaFMX58+eBf49zS9mS58IkVCgXOxUFX8hug7TYtLzjSh/CFVxaoetSmcguI/M0DgBugEgDlQCrBJVfIcmp421zcsMu9O4UK3r9Qpu2piIycj1KwPkt4ILtZuIToC7Ze3SxKA4t2eh0LYmM7I8i5G4CaRgMBvT6pYSHj0Onq0nBYsku+IpNTEwM2zZvJvb8ea5fvcq7ixcT2rsXr06+/Z5DRkYGE557ji+//hohJbVr1uDjFV9w+vRpjh49Sr9hTzLi61W0FS6cU1uw+Hmx/a03Abh8+TJrv/mOhqkCR8sJrjpk0LF1W3Yd2Iezs3PWGCqVimfGPUeNOvfRvXt3atSogZPTXZZj+ZdTpUoVrl69TlJSCu7uyt2h0Wji77/P4+FxlJiY8yQnmxgyZDozZoxmzpxP2bRpLw8/3BkXl8t07twRjcaBH35Yy9y5cxgxYjZubm707j2AFSuWM3Ror6yxevZsS1CQP2fOnMll6qxgcXz3gLwXpsx9mju8YbDEQ+p+sN5S/neoDU6NQRTSj1ABNUAet7XJAFG4mVOhRLkx/qOoCA+fDUy1aWuxQCBwwfa6FqiDIvQkipZn+w6zHFYsKHt5p3P1nNv8+QTlofH9a2t2nD9/ntZNmlD37xO8jgmnX7bTuknjYhWUff2VV4he+wP7q/pxMqQKTyVcp3uHDri5uTFr1iz+t2wp2w4YeHDBG8xd+Tl/nDyBv7+y2PRTp9E1xYHnLf70xJNpRn9E9CVWrFiRb5w1a9YwdOhQ6tWrZxd6t8Hf35/+/R9h8ODp/PnnaU6ePEezZkOoUsWb4cO78NBDTUhPT8JodGDx4vXcupXK2bPrWLFCz549S+nTpy3Ozo4sWDCfS5cu8/TTYwgL682tW4kkJSVjsWTHDEkpSU5Oxc/PL0vwWSwWu6mzSPKsK2uy7a8J0o9B+p+QdhjSfofUg4pwSzVAyh5I3gGJG9m7eTZhoV0x7PsVVK7g2hWcWxQu9LKGdgerAwbDEcIeehXDvqMFNDKi7E8JwJ4s/m7Q6brYCsi2AJJRzJSZONn+/xOD4TPCwoZhMGSGEkmy4/IEuX8rWsLDn8+xL5hBwYKvdEXVv1bwLZgzh4EamO3rSS93V97y9aCr1cyR338v9BwpJUajkWWffsI8D1d8NGpUQjCwkhvtKrlx82Z2Ne6GDRsyduxYevfunUsbMOzaTRurS9b/AkGLVDV7tu3IN1ZiYmKxcoHagf/972NatOhM376T6dp1HBcvxmIwLGfIkAcZMaIPu3cv48iRIzRp0pRRo/rg5ZXtXTthwhCio8/wyCMtCAx0Y/nyTwgNDcXJyYmAgEBmzFiC0WjCYrHwzjtfI4SW9u3bZ8X1mUwmu+ArEuVitnffccL6TmdvZqiAOQHSD0P6Ecg4ZjNh/qXk1sw4DRlnwHgezNeImL+KqK1/oH9zI7iFgaYwzS0P0grWdPQRy5RsLREFhU9krl0P/uWGrjLGCUWz0yg3GmEv2ARcEorzizFLg9Prl6KYQ11ynC9thzNQE2iETtedyMj3bfuG6ZTH9/Ov/QX88esBXnLMvlOMNpqISU3j8KaNtG3ejDYdO+HllX8DPC0tjdT0DDzUue8JvFWCpKSiKzvXql2b6JhjVCfbO/O8E7RvUC9XO4PBYA+kvQMcHBzQ6yPQ6yPYsmULc+dOx9MzO/9ycHAVvLzc2LlzF23a1M517pUr1wkM9OPJJ3sxZMiD9Oo1nmXLlrFs2TImTJjAsGFPUqVKGFJa8fHxJTJyMypV9vdv3+MrDorgi5jzNVE/KzeXkd26K9qYYz0l+NyaApYkkLeUskQ5kNKJGaOaQ2oy4REL7yyRtPUKkEb4tBGAkrUlP5mCz/vO3padAnAC7kevH5vDRJkdupDt6PI0kJoVwqA4xehQ9mUrka35OefoOx27c0sJqN+0KYYNF+jg4sw5o4k+F64wwtOdF3082XHxPCtXrGD/4cMEBQVx4MABtm3bRmpqKgEBAXRs3Rr933/xrKcbtRy0nDea2JSUwuzevYscd8pMPX17hiHSoBZO7BMp/O5k4bNnn83VbtOmTUyfPr2s3v6/mnr16vHHHye5dSsZDw/Fu+/SpTji45P5/vsvGDiwP6tWRfHooz2Ijr7Ec8/NY+xYxbNWCEH//l0xGGLQaDQEBASwZctWrly5wltvvYWLiwu1a2cLTimlXfAVC4GUkvCpQ0i4lUJCQgqGvYfRNa0L5iQwXyNXNg7hDNpA0AaBNgDO/4QuIINNn01H1L2DG0JpViowALp2fYlcXx+wgjUJVJk3Rmm2Q42i8dkpOY6Eh88HXrft+WmAWoAGna4OkZEPo3j1mvLs4Q0nv6Exp0aYRsHfUcWtx1euTJwylRZfr8RqtvCX0ciTHu5M8lU0PJ2LExk3bjF44EB6PPggrVu35qWXXsLV1ZW9e/fy9uzZnEpOZV1iEk5qNSkqNfMWLMgXi1cQHTp04PERwzj62yGiYmJQOVXifh8/+vUMo/r9dTh19DixcXH4+Pny9NNPU61atTL+JP59BAUFMWTIEHr0eJ5Jk4ZgNJqYNWs5bdu2oUuXLmzYsInx419g+HA9Dg4aevZswwsvZJd33LfvGHXrtsnVZ0BAAM2bNy8wm4c9nKE4ZJcl8nRTE7X9OBNemIOnhzMzXu1Hu9Z1QFMZtFWVQ+2VOwTipm0/yLtxAX3fBssFwAiiEqgDgVSwXgTLOVA1yuzc9teLf/HuTrmj03UkMvIXFEeWJOAUUJu8lbDCwycBb9k0wOtAXhO2BuWmJDO9Wdlr5f9awVe7dm369OvHrrU/EGO2MMIzd7HXdo5aop0ciYiIyHouNTWVR3r14m03R3rWrIpFSubcTOSvuvUYO27cbcc7ceIE58+fJzg4mMDAQD788EO+/fZbxg0fRffoFPzQsunIaWLJYDT+HLkRS/tWrTl26m97Idq74J133uPLL79kxYqVaDQaZs9+i6pVqzJt2jT0ej379/9KWloahw8fpm/fPvzvf9/RokU9vvtuK1u2/Mr8+Uvz9dmkSRN+/PFHLBYLarVibhFCYLFY7BpfsZCAYMZLPcBqIuFWOlHbo0HjTWTkDFAVfPMgTckYDPuIWHGUGW8/S7vi5Z8HmaGUJAJQ11YEqboaWGNAXgd5RYnpI7OSi93MWfqoUYTdWSABRfjVJKcDkZIjNdMUehnle8grelxQhGcGBd+c2J1bik3z1q05b7LQ09WZbSlpuV7bZjTTXJe7svqWLVuo56ilp5uiequFYJKXO/sP/pbl4ZeXtLQ0+vR4gK4tW6MfPJzWTZthtSU3njZxEuPSPOmOB41x4VUCAMGbXOGATMLrVgYrV64s/Tf+H0ClUjFs2DDWr9/Ejz/+xIABA2jbti1Dhw5l0qRJpKen4+zsjE6nY8OGTfzyyxkGD57O2bPJTJo0ucDyVPfffz8WiyUrfg8UwWd3bikGtqoIAFgVD75Rj7cgtHMdwvXzCxV6AKSdImJ1NFG/XiFi9tzij2mJRgmZ8ASZDObjYDoESAz7TxH24AAMhnUYDIcJCxuPwfDnXb45O7dHhSLsfMkOZchZzzjzplGDotVdKaCPzCD2TOeXvNj3+IqNt7c3vlo13yemgIAkq5Vurs5sTk5lq1Xw58u5i8FbrdZCP97CikXMfOMNUgy/853ZH41FEKdyZszbi+jcrRunLpynHvdltRUImuKCJxoC0PJBRix/HT9eWm/XDorweuWVV5g4cSKzZ8/Gw8ODVq1asXr1t7z11luMGTOGmTNnkpqaiouLS65ztVot3t7eHD9+nJo1awLg6OhoF3zFRlkjEe9sJuqXUxw8col1y54u2okr5RgzxncCjQPhkx+/fdtMrKkY9vyMfvYXhE8biq5tzrRoAv3sz7L2lTLzRyYkvMy+ffvu/G3ZKQYCqIYi5K4A51H2+KqQLfi0KCnO4gA/smvxQe59vrzpyjL7Lz3+1Rpfu3btiDGZ2RBShZl+3qiAJfGJbE5OpXaNGvnq7fXs2ZNj6UZ22LTD7cmphF64iptWwztvv01iYmK+Mb758iuGm1zQ2PYr/IWG3hlapr32GjUCgzhEdj0+C5IjpFIDR9rgTn2cCy1Jb+fuCQoKIiIigilTpnDlSvbdZdWqVbl06RLPPfcc48aNY/jwoTz11Ei2b8+u0u3r68uJEycAUKvVqNVqjEaj3dRZLARSWpkxvjs+Xi7ciE8lYu4LOgjlAAAgAElEQVT3WNe+hzQWXG9SWlIg7Qy65iFsWvMaumYuiudnUWQcRz9rBVFbfkU/6ytQVQZ1HdC0BG1nwsMXEBrajfDwsfzLL3P/IARKUHuw7f/LKJlbMteOFUUrhLwZXXJ7dtoFX4moU6cOlby8eCImjqsWC04qwWmjiSc83PGvnD9GyNXVle9++onnE9NofiGWsVevM86rEh96uXNsyUf06NA+X6VuB60WUx7V3KRW0b5DBz78dBlLXBL5QZXAbhKZRQzeaGhku7txV2moVatW2X0A/2G8vb156623mDdvHqdPn0ZKSVJSEitXrmTRorfZtWsrbdsG0aSJL6NGDeO9994FIDAwkLi4OEApTWS1WjEajTjak4cXjZQgLehahLDuk2GEdr6P6f0aIX9egXXeYOSpg/nPST4KWMG5FsKxtvI4/Uj+djmxZoD5IuGTHyG0Zzel2KymAaiDQFUJhAqdrp0t2HoIixZ9QGhoKIsWLSqLd20nH/5ADRRhFUe2adOIEsqgQsnqklORcCRbuKWRXzTZBd8d8UCfh4m3Sv7OMOKlUvNuZR9+zDBRqUoAqamp+dp36tSJUWPH4uBRiU8D/XnMw412Lk586O2OvHyZjRs35mo/cuwYPnZI5ZZU9jVOWjNYr07jyeHDCQ0NZeueXbgM7cX3PhbUQs2rBKJCcAUjhxxMPPzww/nmYKd0cHFxYcGCBSxevJgOHXTMmzeLPXuiWLp0KQbDp4wdO5AXXxzEzz9/wBtvvEFKSgpNmjQhNlbJ8O/l5YXZbLaHMxQbAVbFhqFrEcKmFaNoN2QMBNSEaxexvjcG66o5yLTk7FOSbftubo1A7YvhwCnC+k3AsHdP4cOYzgJWdO06Exm1tQhTqsrmfWgvQFu+eKM4vahQcqSCYgpPA5xswe99c3hRC8iKfU4lfyyfXfDdEdWqVcPZy4ufM0y8n5DEpHQz4QsXMWfOHKZOnZpl5tq5cyePPvQQHZs148C+fZyLjaOVc/ZdvhCCliqyippm8vLEiTTt/zD9rZcY7HCDSc5JvLfkYxo2VMrjNG3alCWfLcdw5DCmWoFMd7/JW+63mOIUy5vvLCxWiISdu0er1eLo6EBgoDunT6/htdeG0aZNw1zliWrVCiIw0I/Tp0/TpEkTrl69ipQSLy8vTCYTZrPZnquzOEirkmA6J5XroXr1K8SDz4Bag9zzPdY5jyH/3Ik0xUPGRVt5oThI/xX9m98T9fOv6CNmFj6GyVYz16F2wW3s/EOoRP4sL98DqbbYvh3o9foc7TP3+QpKW2Z3brljnJydqVGzJiEhIaxatSrLVX3hwoWsXr2agQMHsjsykoluTlTTavjiwjm8HBz4OTmNB92VL8MsJTtMVga2aJGrb7VaTYPmTdk36RXUajW1a9cu0BEiMDCQIydPsHv3bq5du0bnzp0L9Cy0U/r8+OMPrFr1hu37CebPP0+TkpKGq6uyrxAXd5OYmFiqVauGl5cXWq2WmJgYvLy8MBqNucIb7BRBXsGn9kBotIhezyCbdcf69Uw4dxTrkpehUVPQ+aDy8kdY40A4ED59KmiWF14rz3wZZJoSnK4uZkozO/cQV6Auev24HEHsn9kSXs/P8z27osRcZlb1KDv+9YLParVitVqRUuLj45PrAiaEYNCgQcx8/XXe93Kjs+1C2NnFCV16BhNuJnLCbCFYJVhpslCzeXO6deuWq3+LxcKVK1eyqoHfDpVKRadOnUr3DdopEhcXZ27dUsxr1asH0rdvZ3r0eI7w8KcxGk1ERHzK2LFjslLY+fn5cfz4cYKDg8nIyMBisdg1vuIgyS/4NNlZOERALVQTPkH+shq5/kMMm3fz+rRYRjZpzMOTRuLTvT+6zs5Edr6NZ6fJltlfW6uAGoB2/pk4ER4+F6Wyw0ggCZ0uiMjIdeQuD+VS8OmAXeO7QzKdUcxmM+7u7gW2OXnhAm1rBWf9L4Sgl6szmieGkpyayi+XLzHykf4MHTo0X3WHzKrddv65jBo1msmTF/P99/MJDPRj+PCHCAt7kZdf/oAqVarw3HMTGDlyVFb7gIAAjhw5QuPGje2C704QZMXwAaByQuSJ3xMqNaLrE8hGnYno3o3d1xJI/vkgHj9fxbX211Qf8QjVhvXDJTggf/+WeLDcADSgDSnTt2KndMnO8hKPUsooETiG4gHqg/LjcS68A7vguzMyBZ/FYim0EkKTOnXYkXSTUFvgukVKtqSm0/LaNSZOnEizZs1ytT958iSfLlnCzWvXuJaYyJo1a/L1ef36daKjo6lTpw6envYyKPeS554bx5Url2nQYBAuLk5oNFq++uorNBotu3fvpl+/R3Ld0LRq1YrIyEi8vLxIS0vDbDbbTZ3FJafGpyn4RhNA+FZF/9FnWF99jRE1muC09RApp89zbNo7HJv+Lv4PtKf6yP4E9u2O2tkW72U8o/zVVr+zJNZ2/iEIFKcXd5Q4v1u2v/FACIr2l5m6zFxIH6VDmf96hBBOwE4Ulx0N8J2UMjxPG0dgBdACuAE8LqU8Vxrjm0ymrDv2whxJ5r77Lk8O6M8ps4VglYpVRjPBTZuxZMkS1q1bx6pVqwgKCmLQoEEcOXKEx/v15QkXJ2oi2Z1qZNSQIXy+ahWgBLpPGj+eZUuX4qHVcC0jgwkTXmb2vHml8Xbs3AUqlYrZs+cydep0rl+/TtWqVbMEWfv27Zk/fz4dO3YkLCyMRYsW8tlny7lx4zrVqgXn+v1UFO7pmpM5IlPVt08IrdPp+HnXL8ppFguxW/Zwfvn3XP7xZ+I27yZu8260npUIGtSL6sMfwqv+RcW66WAPAarYaFESWt8ELqJof8dRtD8nIIXs+n2ZVDyNLwPoJqVMFkJogd1CiE1SypwpFJ4C4qWUtYUQg4D5QDFTONwek8mE1WpFpVIVKvh69uxJ1M5dfLhoEX9cvswj/foxevRonJycGDx4MIMHD+bChQssX76c9+bNY6GHK2E27fAJDyudNm3k119/pVWrVnz++eesXf4papOR+hqBg6OWhW++iUqjYeasWaXxluzcJS4uLvmSgnt7ezN//nzWrl1Lu3ZtcXVVsWTJRNRqNRERn3Du3DXUam2uMkUVgHuz5vLu8WmKb+kQajVVwjpRJawTxpsJXFy5gXPL15Dw2zHOfrSKyI+W86N/BqMH9ObJiK64FOYXZrVCxfqu/qMIFBOnO4rp8xZwjuw9v7yCr5SRUpbbgbJ7+TvQJs/zUYDO9liDkuhN3K6vFi1ayOLwzDPPSG9vb9m8eXN58eLFYp1TGOnp6VKjUskrdUJkbN3qWcewyr7y/fffl1JK2a1Na1lFo5ZfBfnLuHrVZVy96nJL9QDpqtHI5OTkEo1vp+yIjY2Vnp6VZELCDinlQSnlQZmault6errL2rVr31FfwEFZjuvqdkd5rjnrrbXSevUjaT0/VzkSD97R51YQCUf+kocnzJHNtR4SkLVwkTMdGshvHxsvT2/eLa0WS1bbjz+YKX283eTH788t8bh2yhOrlPK6lPKQ3Lv3UxkaqpN7934qM9ehctyeO11z5XJrJIRQCyEOo4Txb5FS7s/TpCqKzouU0owi/n1KY2yz2Zzl1RkQUMCG+R3g4OBAZW8vjmcYs56TUnIwJY2zZ8+SmppKSloaaqCHW/ZGbRNnR2o6aNm1a1eJxrdTdly8eJFq1QKz6vsBODs7UatWcFYl9orEPVtzuTS+kte+82hUlyYLX+fdn9fRvmkLhup6YDVbOPbNJr7sOYr3avVg56wPSbx4hSkz3uTGzWSmzJiFNOZPL2jnn0qm9lcfvX5ZjurtZUe5CD4ppUVK2RQIAloLIRreTT9CiGeEEAeFEAevXbtW9AlkCz4HB4cSOygIIZj6hp5nE1KITE7lsC3kwTkkhGHDhvHmm2/i5utHgtVKhi2p9WWTmScvxnIiNY3+Dz/MU08+SXJychEj2Slv6tWrR0xMLH/9dS7ruQsXrvLXX+cqZILqe7PmZG7BV8Qe353QoVMndh86SPjetYw/t40uES/iEVKVhHOX2D79Xd6p3o1+Verh6erErCkD4PKnSEsZm8vslDIOhIdPJjRUl1XFvawoV2O4lDIB2A6E5XnpErbMpkIIDUoJ3hsFnL9EStlSStnSz694RbsyBV9peVaOHTeOWR8vYVnlIF4WjlQdMoyfd++hSZMmvPHGG/y0fj0+Xt68fOUGN81mBl2MpaGjA6frVuP36lVI2ryJp4c+WSpzsVN6uLi4MH/+fLp1ew69fikzZy6jZcthtG7d+l5PrUSU+5rLGc6gKZs6kx7BAXSePo7x0T/z5OZPqf9oGEKtJvh4Ai+lVCP5zT/ZuugwN3fOKZPx7ZQdOl1nIiPfR6e7w4LEd0iZCz4hhJ8QwtP22Bl4APgrT7N1wHDb44HANpvdtsQYjUasVmtWcHJp8Pjjj7Pzt984evYsb73zTi6h6uzszJ/R0YjO3WgcfYUUq2SynycuKhU+GjXzvd3YFBnFjRv5rjF27jGjRz/NTz9tJDHRmU2bDlO1ajVatGhZaEmqfyr3bM3JnBqfGqEq28TeQqWi1gPtefSbd3n50k56vv0avvVqkXIthVXvbePBIe+x580XynQOdkob16KblALlofEFANuFEEeAX1H2G9YLISKEEJkZmj8BfIQQp4GXgddKa3Cj0YiUEm/v8qu+XKlSJb5Zt45V335LLW+vXDFirkLgrFEXWOLIzr2nRYsWvP32IqZMmYqUEq1Wi9Va4YpH3Zs1J8gWfOrbBSOXPq5+3uheHslzxzYwas9KfvdN49cr14l4eznWAz+U61zslAQN5RFsUOYjSCmPAM0KeH5GjsfpwKNlMX6mxnf//fcX2TY+Ph6tVoubm1uRbYtDt27deCo5heMuWuo7KftE65NS8fL1syen/ofTtm1b0tPTcXR0xFLB9oru2ZqzWrPj+MrIzFkUQgiC2zXng7Vr0Y8YwPQqTshFb2CdUw1VjRZFd2DnH4Ariq9V2fGvD3jJ1Phul0szOjqa9q3aULVyFfx9fBnwcD9u3Sr5B+/h4cGHS5fxSGwCY+JTGHYzhfHXEujZty9JSUmsX7+ePXv2ZGkUGRkZHD58OKssjp17h6+vL87OziQmJuarwWinMHJYSrWlt7VwN7Rr145NR8+ia1ED0szIiDFY468UfaKdfwCl5xRVGP9qwWc2m0lNTcVqtRaqYVksFnp07oL77+eZaArhJWMwMVF7GTpocKnMYdDgwZyIjqbXrLkMXfgOl65dZ3NkJMGVK7Ng9CieebgPTe+vy/8+/JBqlf0Z3L0b9WrUYMTgQWRkZJTKHOzcHSEhIZw5c6YimjrvDTLHDYKm/LYWCkPl4IQIXwU+rhCfinxjMFZj2r2elp0iKR2L2+34Vwo+k8nEyy+Ox8PVjQP79qEyW2jcoCHz5szJ56iwa9cu5K1UdFYP1AgcUdHD6MG27du5fv16qcyncuXKPPXUUzzxxBOkpaVx5eIF1gZ48623K9v9K9H65jUmj3+Rr71c2VnZg9+q+XFly2ZmFlaaxU650L59e44fP056enqBRYvt5CGn4NMWFRJowWDYRVhYWI5ipKWPytMfEf4JOGvg/DXknEFY4/9CJp1DpsQg064izXZh+M/CqcxHKJbgs6U9qjBMfe111i/9gjHGQKZyH6H4YU1N54NZb7Jsae7AyOTkZJxF7vg+DQKNSl0mF7sNGzbQtZIbDWx7fkIIPIDH3F1obCt866ZSMbWSM8uXLCE+Pp4DBw7YvUDLmYsXL7J8+SekpydSrZov1aoFs2HDhnKdQ0Vbd7lCGdRFaXwJ6PWTiYqKylOMtPRRVWuEmDQHQ0IavVbswvD1S3BoBvw2BcPykTzYsz17ty8BWfESFfw7ESj5PMuOIgWfEGIpcEEIcVEIsV8IsVQI8Y/1EZZS8vFHH9Er3ZNKaFEjaIEnQThRPU3Fu2+9nat9586duWRO4RLpWc8dIYnAwECCg4Pzdl9inJycSMvjNJ4hZT4vIw2QkJBA9cBAnu3di9rBwUyZNKnCudZXVJ555ikef7wL58+v548/VrFhw0KGDn2ShISEchm/oq07AMOBv9H1/RBd38UYfj1aROt0wsOfJjS0S+FFZ0sRVfPezEp3YfPZeGZ+fkQJvQAivjpB1PZDRES8A6lbwXwx6zU795KyDWsojsbXCQiSUgYD/YEfynxWJUBKSUp6Gq55Ste72URLdHQ058+fz3re3d2dz7/6klXON/jaIY6VleIxeJtYuebbfLX3SoM+ffrwe7qRnxJTlLlarZyywte3kok2mgAwScnLV2/grVGxJ8iXzX7u7AnyZd2ypaxevbrU52QnN0lJSezcuZvJk4dl/QbatGlIx47N2LRpU3lNo0KtO0gn4u117D98kf2HY4iY+UYR7dPQ6RoTGbkGnU5XHhNkxsKPCW0Twown64FLCAgtM55qSpsmASQkJGHYfwQyfoe0HUrtPzv3EG8MhiOEhb2AwXCk1HsvjuDbjy2Hn5TykpRyo5TyH1tjR6VS0a1jZw6osr0yEzFxgmQSMOJn1TLiidyZU/r168eFyzE0fKgbb36xjPOXL9GkSZMymZ+7uzvroqJ4S+NC05gbNDkXS1yVQExCxQNnL9Pn3BWan47hqtnMq75eVNYqAttPo+YFFy1ffvxxmczLTjYqlQohBCZTbm/O9PQMtNpysz5WqHUHWma83Js2TYNp0zTYVmn7Mrk8PXORaWEpv3i/du3as2ntanT1fSHtOrR6C133gXhWcmL/4Rj0c1eDtGLYuZWwsNAy3Xu0UxSV0OuXll3ezqKyWAPtgRPARKAj4HEnWbDL6ig0U3xIiDwD0gshA3CU9XCTDgjpgVoG4ChfpoZ00mrlrVu3cp1248YNuXDhwoL7LAOsVqs8efKkjIiIkJ6OjjLYQSsD1CpZSSWkm0D6qlXy/QDfrAoPcfWqyyVV/WSvzp3LbY7/ZQYMeEQ+9VQ/mZa2R1qtv8o1a96Uzs6OElvxnZCQkELPpRSqM/wT112Bay4kREpbzpbMYy/IUCcHW4b9k1JKY56TLDI7675FlidWq1Va970mrVsek9azP0prRrzcs3qoDO1YQ+7Z/o2UcZ/J0C71JCBDQ0PLdW52clOlik/West5FLT27nTNFSeA/UtgCcq203NAYyGEk5Tyn1kN8vx5OHMGc/2GBGU4cJoUOuBNIE7UxAUjVqQkX2HREydOUL9+/dt2nZSUxN69e/H29qZly5YlMoWmpaUxcvAgjv9xhDf8POnp5kyXs1eY6OtBfw83lscn8vb1BLq7OeOrURNvsbA41cTE0aPvekw7xadBg0asWLGMqlV74ebmjJOTA23bNiY0tD+TJ79WJmbwPFSMdXf+fNaemLz8LpjT0A/7nKhf/gL9MiIjG6MUGa0BZAa1Z2p7jpS3Y7kQAll7EByaA+fWQmB3dM2C2PTJ4+AeDxYT4ZMGgsOectl7tFM4V6/eQMqDtv+ykw+Uxtorzq8uRko5V0o5T0o5WErZALi9hLjH7Nixg7qaSjyAHyYk3jhQCxcsSLY63KJ506YsWLAAo9HIuXPnmPTKK7w09nkO7N9fqCfnN998Q1CVAMY/NpS+3XrSrEEjrl69etdzXLp0KdboM3ipBIM93fg2MYVubs6M8fHAX6PmVV9Pmjk50OLMJR66kUybi9fpPuRJhgwZctdj2ik++/bt4b33JnLkyEo2b/6AEye+Y8KEwWzfvrW8plDh1p3h9xgeHLac/g+1IBQID5+LUmjUDJwCYgAr98LMmQvPuhDQAEOsmgcfaMbSb/7kwdHfYTh4CrQB6MJeJzJqa7ntPdopnL27DxPW87lSNzsXR+M7LIQYL6V8N/MJKeU/OrI6MDCQmyoLDqgYTFV+4CpRxJGOlR4de/D1d99w8+ZNhg8fzqZ162lkcibYpGb1mff58ds17Pl1P05O2bEkV69eZfSIkQxJ86MKjkgk207F8czIUazbtPGu5rhjwwZCHdQsT1H+v2K2UNsh++sQQjDV34udcbcIad8Rj7hYvPz8SEhIKNWE23YKJjCwKqdOXaBPn05Zz50+fZGAgMDymkKFW3cRH+wh6pe/wcmHSABdJxTr1FWU/b5YIAmlNi6UR7xWQezbfwD99O9IuJXK/t/OcPDPS9yITwPn3UT2ngDi3szLTn4iZn1C1JYDoNITGRlZav0WR+OrDIwRQlwWQqwXQswWQpRJXs3SokePHmh8K7FVE08lNAygCt6oeXbsWDb+vBlPT09q1qxJ8s14dKnO9DB50YRKDEz1IvXs5Xyekz/99BN1VO5UQYmzEwg6mD2I3LLlrtNZBYaEkIbAXSVYFp9EOxdHfkxMIcOa7Qyw+GYiGenpBO7dyRPnTvHn4nfRNWtmT3BdDjz//IvMn/8l33+/jYSEJL7/fhvz5n3B88+/WF5TqHDrTglPyFtLTaDkzK4LOACpKMXeoTiCz2DYQ1hYJwyGbaU2T33EHKK2/QnCgdCO9Zmjf4rQ0LaEhz8D4gqKaTa9qG7slAPh4U8T2qlR6Zudi7sZiGKQb45SyuStO9lILIujUOcWkFJKefnyZTlowECpFSrpgJCzQZrN5lxNA3z95ItUl29QJ+sIw0+OGf10rnafffaZbOLmn6vdJGpJJ62DNJvNMjo6Ws6aNUtOnzZNHj58uOB55eHYsWPS181Nhvt7yXqOWlnZ5tgSotXIib4eso+/j/TQauV0f69cDi59/XzkwrffLtYYdkrGli1bpLu7i3Rw0EidrrXcsmVL1mvYfmcFQSk4t2Qe/6R1V+Cay/U5HMw+Cvx8TFLK03Lv3k9laKhO7t27Qkp51fZ8QZhlaKjO5miik1Keu03b4rN3714ZGhoqd0weJS1bBknrzhHSmnBQSvl77vcgY0o8lp27R1ljB6Xl5CcFPJ+v7R2tueIEsP8phPgKeAnlLnQrUD5RvHdDSAgIQUBgICvXfIdRWslA8mpQUL4K7PfVvo+Lee7sLmpMJKen5cqT2bdvX86Txt8kI5EYsfKzNp5aNWry8ccf07RBIzbo32X73I/oquvAooULi5xm/fr1mbVgAZ+pHDlrkbgHBOJfsxZzP1+BdvRYekfMJqBKFbq55t4H6aKBP/bvL8EHZKe49OjRA1BjNJoxGA7wwAMPIIRACEFISEiZjl1h1p1tvSlHy+wjpGoBjTVATfT6r2xu6v9D2ff7EzgP5E0dpiY8/NkcWuR14ChwjcLDJIpGp9OxfupE2t8Xi9CokJq6CI8WQBMgEBC2GLIn7SEN9wxJSLA/QrREXfeprHVXamuvKMkIeANdgBeBz1EW3547ka5lcRSq8eWhS5cu0sHBQU6cODHfazt27JCeLm7yISrLpwiW7TV+MqhygNy5c6ecOnWqnDt3rrx06ZKUUsqdO3fKqv5VZCWNo9SiklW8fOQ333wjPVzc5EiCszTBl6ghXR2dZVxc3G3nNfXVV2W1Su7yZT8vOcLfR7ppNfKFF17I1WZg795yThXvXBrf4/4+cv7cucV673ZKTvfu3aWTk9MdnUPphDP849Zd0WvuN5mtLR0qtFWmxrV3b5RUwh1yalknpZTxUkqrrXXm63F52h6XUiYXMZ+CsVyJkWkvdZHW7U9Iy9Zh0pqRmKeFWYaGdrGHNNxTMqQ1YbOU8qC0HF9SZOs7XXNFanxSyptSyh1SyveklMOBVsDpkovc8sHd3R2NRlNgxo3OnTuz8efNiNDm7L/PhSZPDeDAod/o2LEjs2bN4umnn2b16tW89tprpKeno1arqCVdeJwA2sVreXbYSLBYCMnhneaJlhBHd/bfRis7ffo0H33wAZsre/Karwdv+rjzYWVvtq1fn3nRA2DKzJksTDbyfnwSu1LSmHIjkf1qLaOfeaZ0PyQ7hRIXF5cv9KU8qJjrLqebuYXCtDKdTkdkZCQ6XU+gDoqzqh+Ky0EScAZFs7uKsi8IijfofShhEVoMhn2EhfXCYNh5RzOUJiMZM8ej7eKrzLjuUISDe55WasLD5xAaGmoPabhnpIODY5n1XuSKFkLUkVL+nfm/lPKUEKJxmc2olHF0dEStVhdaX0+n07EusmDPTB8fHyZMmIDZbObFF1/E+XoKfS2Vs153SFfxo4glDQvOthRpViTXLOlUrVqQqUdh9+7ddK3kircm2/Qa6ubMuLOXc3ltNmvWjO0GAwvnzmHHiRO06dwZw+TXyrWa/H+d+Ph4HBwcsFgs+UzlZUnFXHd546tSKV6WNWegGoqZ8QaKKTMDuJSjTZqtf2/AA73+OaKi9gBvEBlZfMeXvT8uRb/1F96o34xmrnVxCuhaYLtM4Wzn3iCtyeBoUyjUapSbqNKLnS3OrezHQohaKL/CIyiuWEeFEC5Syn98rRYHBweEEKjVamJjY6lcuXLRJ+VBo9Hg6uJCVVPuj6sqTgi1mrXaeLqkuaNFsNchmboN69O0adNC+wsKCuKk0UyS2YK7TfjFmC1Z881Jw4YN+fSrr+94znZKzo0bN7BarTg6OpKeno6ra7mmyqyA606FoullEoeioRUXDcp2pj+QaDs/EYPhKHr954SHz7bF1qkJD58CzCI8fFyxe5fSyswF89ly8jqqz/9kQOI1LE79af/qaBo89iCqe6DZ2ykEcwLCQYVMS0Y4OFLagq84ps6uUspqwOPAehRzizNKnNFfpTaTMkKr1SKEICAggOXLl991P211Os65KRpdJn+RTDudjkdffo6f/NP5zDGWVsMfYX1UZKHZBZKTk/nyk084mZBA/dMxPHTuCusTU3j2RjKDhwxh5syZvPfeeyQlJeU7V0pJXFycvUBtOXHs2DHUajUODg7lXo+vYq67vL/5/L/h4vfjgWLabIBe/yVRUdtzlS/S6ToTGfk+Ot39xe/2xh/MGHY/oa0CGNenK4m3XIn94y++HzKR92r3ZP97KzCm/EPvKTFgQfYAACAASURBVP5rCJujU9ItcHSiJM5MBXInG4J5D8CtJOeX5Ciuc8vo0aOll5eXHD9+vGzbtm2xzikIk8kkO7VtJ+u4+sg++MsODv7Sy81dHjqUvYm/aNEiee3atdv28+TAgXKgn7c8WSdYxtwfIqf7eUl3jUa+OW+etFiUvIXHjh2T/fv3l3369JH79++XUkoZFRUl6wQHSy9nJ+nl6iKnTZ6c1d5OwVit1qIb3YbFixfL6tWry7p168pz584V+zxKMZyhoONerbui19yfMrejykGZ7aRy92Q7w+zN8WzOfJ/mgk/Mg/XgNGnd/oS0/jJCWo2J0pSWLn9b+o18v07PLOe0+d6t5bYZ78rkuBslnredu8UqreZfpZQHpfXMCmm9vkHmz/eamztdcyVKlCelTC656C1bVCoVKpUKf39/rly5ctf9aDQaNu/Yxmvvv4XbwM50eGkkh47+mcuk2aJFCw4dOlRoH4mJiaz96SfmebnhpVbjIAQv+HpQx9ODps2bo1KpOHr0KF3a6Ti4cQP7N23igXbtaNGsGYMfeYSZKiMna1Rhe1UfNi39mPfffbfQsf7LbN26lRb16qFWq6kTHMxXX355V/1cvXoVKaVSQzHtn1OluyKsu2xK/rllO8PkTCGmIjvlWdFjyLQ4DPv28+Cr2zHcaIDQuqNxcqT56EcZd2ITj/+wmKC2TUm7mcDOiMW8U60LG8bpiY++WOL527lTTAi1zXqQkqnxWUt1hDLPECuECBZCbBdCHBdCHBNCjC+gjRBCvCeEOC2EOCKEaF6K46NSqUhPT0ej0XDp0qXbto+NjWXGtGk8HPog+vA3uHbtWtZrjo6OjBw5kq+//Ya58+fliydp0qQJkZGRnD17tsC+09LSUKsErqrcJiFftSrL+WbYY49hTErmaU9Xvg2pzCTfSpz44w/aalR0c3NBCEFVrYYID2eWvv/e3Xwk/2qOHTvGoH59eSn1Jlfqh7BIa2HKuOfuqo6exWLBYrHg7Oxc7qbOknDv1lxB5v0bJe+2UDJTnxXju9G6EbHyElG/XiHi459zvSRUKu7v14NRe1cxYudXNHg8FJ86lUlPOM/Zbav5bOpkwsLC7DF95UaOG5nkCir4UDLUviKlrA+0BcYJIfIm230QxaB/H/AM8L/SGjxT8N24cQNThpGenbvy8vjxXLhwIV/by5cv07RhI7YsWIrj5j/YOP9DmjVsTGxsbJHjHDp0iOYNG/Pp+x/SvEEj2rVsnU/D9Pf3p2b16nybmJL13F8ZRvYnJdOtWzeSk5M5efIkz/pUYoyPB/WdHBjj68k4Xw/+SssdaO+lVpGUkoKd3CxZvJhR7k70quSKRgjaujoxpZIT788vfim79PR05s2bx9dff0FGRirJyckVSvBxj9dcbsoy5r74gk9oXAh/a9ltQhSS2bdvHc/OfpGq45sx5o95DPhqHM1Hd2Xlni1ERUXl2mO0cztKuh+XhrQqgk4mJ4HGgQon+KSUV6SUv9seJ6HUGMvr698XWGEz1+4DPIUQAaUxvhACjUbDl8s/x/dKMo3OpPDr/1bSonEToqOjc7VdMH8+tW5BWIYnDXGnV4YXwQkW3ikiE4vRaKTXAz1pejGD8aZgXkgLxOGP8zwx8LF8c1m+ajVzM6wMvJ7Eg5dv0OdCHK1btSY6OhpHR0ccVYKmzrnjV1o4O5IgJTdtnp9SSj5MTOPhfo/cdl4mk4kVK1Yw7NFHmfjSeP7+++/btv83cO3KZYLyaNRBWg3X4uKKdb6UkoED+7N79yaWLXudxYtfJTHxBl9/XXE8a+/dmitI4zNS9IVQFqNNQdyBxkdhJlMzcBY4yYQJ04iKMjBhQvZ6t5okM55oT2gND6b3t1drKBojBsPXhIX1KIGGnA7SJugyUm2OghVM8OVECFEdaIZSXTonVYGcxvQY8i9UhBDPCCEOCiEO5jRBFjEm6alp1MjQ8LDFj3q40cPkRcNkLTPD9cTExHDgwAHWrl3L+h/XUdOUO5ygplHLvl17bjvGjh07cDVBIyohEKgRdDR7cPC33/Jpi40bN+bMxRgc6zUg3SoJ9/ek9cmjPNS1K0OHDsUErLuVW5P7MTGF+s1boLt4jWduptD2XCx7NU5EzMuvxSQkJHDs2DFSUlLo36sXH778Es327sC8+ivat2jB7t27i/W5VVRC+z3CV2lmTLZEAFJKVqRk0PPhvsU6f8eOHezfv4+gIF+ioy/Ru3cHoqLeZ/XqlZhMprKceplQ0jVXOtwEbqGkHLsCXEAJUj8BHMZg+IywsK53caF0tqUWG43BcPs1mp/MqhFHbPPLiRYlqXYzVNqW6JyNbHy8LrpLW5EpBccD2wEwAafQ6xcTFbW1BBpyDlOnyWh7UEEFnxDCDVgDvCSlvKvyAlLKJVLKllLKln5+fsUdF2kyc5/VJdfzNS1ObPrpJzZt2kRcXByenp54+vpwXuQ2KcZozDRs2iRfv2fOnOGxfv2p4u3Lc08/izRZcr0uAJVQ9okKOvfo77+zMciHoV7ujPepxKd+7qz/9hvGe7uzOTmVoRdi+SI+iREx19jv7MYPGzbw659H6f/m28z77HNqN2zIrl27srRWq9XKpPHjqR4YyCMdOxDg68vJfQZ+qOzBUC93pvlUYranM5NfeL5Yn1tFpWvXriS4e9DlUjzTrifSKzaRaP8AXn399SLPjYuLY+jQIeh0DWnQoCZr1/5Cu3ajCAz0xWq1cvNm3gvkP5vSWHN3c7OZiSKUXsBgWIcSjXEepTzRNRQTaCpgQa9fSlTUL+j10+9wdmr0+uW2vJ93cpGNB/5ACZHM1jQXLXqZ0NDOLFq0GHAj6/IY+jI4qcCYgdxQdB7e/yaZNRfTCQ9/ntDQnneZ9UYC6Rh2HyasxxgMx2Jsz+e/jpaEconYFEJoURbgV1LK7wtocgkIzvF/ELnTNtw1KpUKZ3dXzqak0VBmpyY6SypJyck4ODiwf79Sf2/BooU88lAfNCnxVLc6cVadzjEXI5+/OilXn/Hx8bRv3YaGCSoGWf/P3nmHN1W2Yfx3spqme1IKlLKpKHuFvQsIiiBuloADGYqiMkOKDEXECQrK9BNQQYbQlqHMBgRE9l6FQkv3btMk7/fHSZestrQsua/rXE2Tc95xkvM+77Pux5UriVmsJokz6KiOEwLBHkUytWsH4e9/ff22/fv309JFh06Rv+9oqtOiAPp5uDLI05X/JabyQ2Iq/vqWHFi5End3d7y9valatSorV67EtG0rFyJ2kiigafPmdHyyB3/+uITdAT54q5SMvxqPSgJ1gXzCri46Rhw5Whq39b5EbGwsn3zyCfuPHmXv3r3s27eP7rVq0a1btyLRjs2aNZOePVsyd+6HAAwf/jwvvDCOcePmoNFo8Pb2LusplBpK65kTQsxDrgRP48aNi2WPlAWarMWFhX2PrEmZKVzyR5NXxqgkC6XB8AZgwWC4/cYG5DJHRuMYDIah6PV17WNSAZno9fXsLDCF9QGFby1sQfXgwAE4EIZo0gupSoMbtC6QhXkiJtNujMbvMRgM/4GCtlZkoZcJOKDX9yUs7KUStmUGbIRM+IrwnUchzp+wCVDaGl+ZCz5JNtD+ABwXQtxsu7QWGC5J0nKgGZAshCh57kEBKBQKAgID+TvmL9QCauFMJJnsIYnmVndmz/gE09/7cHSUQ6Mj9v7FoFf6sScpmSbN2/HZu6MxmUxs27aNJ598Em9vb5YsWUKFLCWtbe4AeKAmETO/KGLwcXDCIgncyvmwYeUvNxxTzZo1OZCZjVXoUNoF06lsM2pJwk2pQCVJDPN2x0ulZJeLC+7u7nnXXr58mdcG9GdVBW/qOzpgtgmG79vDR9u3862/F952JpimOi3fxicjhMhLpv87M5vqFSuWxm2975CUlMTkyZOZMWMGTk5OtGvXjnbt2hWrjYiIXYSEDMj7X5Ik+vbtyBtvzCA4uPtdpSy7E9y7Z66wj89geM3+dyjyolgw7cANmaFFiV5vJixsHvB4sXvU6xsQFvYVULREdqNxSgFh/BWQg8m0H6NxPgbDe+j1Nw5ulZr1R5w/Akk5iN+mw8gfkZRqEGlgTQTJAso0kHLs/XxWoJ+HmfrMhqzNZyDzqtZE3kyUFFmYTIdITEimWYAzE19oUqCf0sPdMHW2BPoBHSRJ+sd+dJck6Q1Jkt6wn7MBOId8B+cDw0qrc4VCgYuLCx7uHsRiZivxpGDhVSpRHSdSUlLyhB5ArVq16Ng1mCOnT/LasDfp0KYt015/m8+Hf0DVgMqsWrWKyPMX8Mgo/EU8jivOzs4Mm/gBH8/9iuNnT1O1atUbjql58+ZUq1uXQddS2JWeydrkdF68HEd9nRaVXUgJIQjNETRrX5hLcOXKlXRz1uUFwGgUEiHlPLFarTgU0O66uei4arEw6koc+zKyWJWcxsj4dCZOm1Yq9/V+QmpqKuPHj2fq1Km4uPybcLjoCAyswsGDhQOA9u07TkBAIDVq1LjTYd5N3KNnrrBCqNc3xGAYitE4H5PpkP1dF2QBVx1wJT8wpWh0cCbTVrp2bYvJFFGiERoMBrsZbgoyP6gPRuMCu7n0u5tfGNAcAqqAowayE2HzJEhbDdm7MP21ka5Pvohp+1YQEuCDwTDlP0BybUP21aYhC7ua5JOKlxSuGMfO469jl3F3VKGvm0t594CZOoUQO7kNyZo9877opHvFgEKhQKlU4uLlgS3VzMCcckj24WxRJeLpU4Hdu3fTvHlzLBYLV65cIScnB5vNxkvPPkeXVGeCcAbgCg4M6jeA736Yz8ofltAiTaC0t3VUSqd1q1bUrVsXHx+fm1KWgaxJrA4L57NPP2XaiuW4urrx4bh+TJ00iXfiU2mkgPAcwVVPbwYPHlykeZqFYHZsEo0ctTgoJJJtNpRAhs3GyKg4kpUqFv76K927d7+zG3qfISMjgw8//JDJkycX0oxLgnfeeZeuXbvg4qKjbdtGhIZG8M03vzB69HukP0CpI/f6mSvQSwFzp4qwsNnINGZJyJycIC+aUDTBZ8NoHGdvb4LdLJk7zaJZYeXIzvBC7xkMnwDGWwopSVJAw5eJsIQyZfF2Jrpco0UbNyStK8YpRsI3/gXChkGAccY6DIaQh1zTE8j7phRkMVITuWbynUJi0tC+EH2SiZ0r2XP44IEzdd5rKBQKhBD4+voSmZLG8rQEqqQruOYI0c4Kdq9by48//khoaCjffT0Hc2YWWRYzqUlJpCWnUJt8Umt/tPipHHF1dSWoWUOW7vmb6mkKYhQ5RDkJTLNncf78eSwWy23H5ejoyPiJExk/Md+h/+yzzzL/u+/45/BhnmzdmkGDBl1HjNynTx9Cxo1jkJOGenZT50fXEnnWzZk0myDo5EXqaDUcz8rhdS9Xxvh6sC0tk1FJmQ+d0MvOzuaDDz5gwoQJFDXY6VZo2LAha9asY+rUEKZOXYqLiwu1agVRoUIFjh8/Xgojftjxb1lrKeC/m47sUryEHEBqBcoDuRuK3N+5wGTaitH48Q38YwoMhhH29vpTeDG8s8K0RRFSUq2uTBk+ifAt/5CYnInH78eZNOFVDO89BZZMDOP7YZy6lPBN+wDlQyz4BHIKSDKgRE4F1d7yiuJAX92bDW/WB0tOfoWGR4KveFAoFHmVe/sNHkStWrX48rPP6TegHwMGDsTDw4Mnn3ySFo2b8kKOL5XwJJkcflmynPScLCwI1PYHWiBIs+Xg5eXF7+FhrF27lj83b0F78SL1PT2oWbMmkZGRN4zkLAp8fHwYN2HCLc+pWLEi85Ys4bmBA3A3m0m1Wmng6MC3FX0xZWTxh9nC8awcfgooR1MnLYkWKzOuJWLROt6y3fsd2dnZLF26lK2hG6gQWIVXX3uNuXPnMmbMGMqXL5WUT8Benfv3UFJSUpg7dy7h4eGo1epcjsxHKCb0+saEhdVFTg9wRl4oLyCnNeQglx+SkHPycoALGI3jb+of0+u7ExZW0/5fDKXJ2F8UGEK+AD4k8dhhwvedhJhrhG0aR9jyEaArT+9erdj39yl6P/PUXR3X3YNAjs5NRPaU1SA/n7KUekiNA7vFTNLkCtTSNXXe1Ty+ewGFQoFKpcJqtaJSqejXrx+vv/Umz/TunVf3buH339PU6kolO/efG2raZzqjlCTC1AlkYsWMje3KZDz9y9G0aVOUSiXPPPMMX37zNd/N+w6tVkt4uGxCMZvNNx1PaaBPnz5ExcbxeIeOuDk50drZkdmJabwZnUjfl1+hhpMjr1yKoc2ZyzQ5fRknhUTzJk1u3/B9ikuXLtGyUUOWfvg+zfbsIPOnxTStV5e2bdsSEBBQJn1GRUXh7u6Og4MDKpUKm610d5wPJ260OchduHI1Oy+gKrLAirO/p0M2gR4HUjAYXic4uONNTI+uQG6QUcFYnLuzMdHr9YRt2sbsKR/RxceJCe4SIrEuODVDmC2s+nUT8fEprPp1+V0Zz92FQNbY45G/v+oU1TdbLKTF5gm+R6bOEiJX8NlsNry8vEhISECv17N79+48rs201DTU/7qvDijw8fGhZgs9X6xZg00I2rduQ9jSxdf57/z9/dHpdIweMZIz585hQ/BkcFfmLVyAr69vmcxLq9WyesMGfv/9d9b/tgoPL28+f+wxrFYrm9av5xmthidUCqItVn7IzCF06oMX1CKE4L2RI/lu3jwqK2BDNf+8KNiqColvP/uMZ565NXtNSREVFYWrqytarfaR4CsybqR95Ub4FfSRegAKTKZV9mjKEej1uZ87o9e/SFjYAG4MCfBG1vYEssZ499Hi1WGEWhIRG37C9rkRxWe/gFsdJr29FWw5THq35z0ZV9lBkJ+DmSv0Sh5IdkukxRUQfGVj6vxPaHxKpRKr1UrlypW5cOECQUFBHDt2LO+cZ194noOOWWTa1Wkbgr+0Gbw0oD8//fIzSakpJKUkE/bH5ptWVt+2+Q+05+N421qZ96yBxG/8i+6du5SpiUySJHr27Mm3CxYyfeZMBg0aRFRUFCtWr8b1uZdY4VWen1CzduMmGjduXGbjuBMIIW4qVJYtW8am//1IPxctT7vmp34AdHXVse+fm1fCuFNERUXh5OSEg4MDarX6keArMXK/s4IFJQSQkBf4YjR+ZX+/PEWLDPQs8DqXTefum6KlAe9CpWoQdR6xcCaSJKFv2Y7QH4eir1u65r97BSGsiMwzRGz5kq5dn7VH51ZF1rzLCGkFiBI0ZaPxPfSCL7f6ulKpxMfHh/Pnz5OVlcU///zDrFmzOHjwILVq1cK/elW+VEbyqy6Bb51i8G5Sh3ETxgNyVYaCKQ//RlRUFGfPnqGbxRMdSrQo6WBx5/LZC/zzzz93a6oAfPDBByxdupSZn3/Olj17CKxZk9dffplnn+zOn3/+eVfHcivYbDamTZlCeU8P1CoVnVu25OjRwsn1/5s/j7ec1Dym1bAvs/DOfn9GNjWqFKe6d/Fw5coVmTvVbuosqd/2v4UbCR8b8jKTQz5vZySQgMEwlOBgPQbDm8gCz5+i+ewcuT6Y4h4IPgctitGfgEqNCFuB2PMHONlZnmyZCMsDRWyeB2HLQWScRMSthejvwHKYkI+XEh6+G+PkhcCdRU/fum8LZCTmf515Gl/pfr//CcGn0WhQq9XodDr27t1L9cAqnAjbxspxH9O+eUu6dQmmZdvWROz7i0mL5hC6/U+2bN+GTle0XVtSUhI6lQZ1gdupQMJVqbnrNFdarZY333yT2bNn0619O5xPHGO8NYOW/+zllaefYsXy+8P38Mn06az+/DNW+zgTGRRAlwun6NK2DWfPnmX+/PmMHTuWqCtXsAlBLzcnzmdb+PBKPPszsliRmMp7CelMmDa9zMaXlZVFVlYWWq0WtVr9SPCVGGby/UBpyBGdsm9Pr69LWNgS9PoXKZ7ZTEL2FRakRfs3FendgVSlNlL/dwCwfT0Rka4lb1nNfHBYkoQ1E5F2GHHtV7g8G2JXQvpRTIdi6dZnKr2f0hPcqSGG8WVMeZiemE9QDWXm43voBR+AWq3GycmJ+Ph4flvxC0/ES7xkLkew2YOhWX5cuRDJwIEDqV+/Pn379qVhw+KVJqtVqxbp5mzOFPBjXCGL6Jz0u0pXZLFYyMnJoU6dOly+fJm4UydZVM6Nji46+nm4MNfLmYljxty+oTvA33//TfOGDXF3cqJe7dps2bLlhud9/flsPvN0ooaDBq1CwaueLjxuszB+/Hg6dOjA9OnTmTR9Bl+k5xBvsbKqih/ZwsZzF6KZaVWx4Oef6dGjR5nOJTk5+VFwS7FwI20tG+x5sDIpdMEqGRWBapQs1EA2d+abS2eXoI3SgdSjH9RvAalJiK8mIJR2aruMk/dsTEWBsKQiUvcjYpbB5S8gfh1kngJhAY0/eLQl5LP1hG/az6q1uwlbHYK++b+rW5Uycs2cuS4iTa7y8UjwFRsajQYXFxcuXrzIuUsXaVSAs1OHkseFC5s3b75FC7fGzp070SiUrOQqK7jCr1xlMZcp71e+yFrjnSAlJYVXX34JNycnXHQ6+nTvjpeXF01VChQF/GJ6nZYzUVFlpr0cO3aM9s2akXjsCC85quDieZ4JDuaPP/7IOyc6OpoNGzZwLSGRiurCC16AQjYre3nJu/nOnTvjFhBAk9OXaXDyEmuS08kRoE1Po//zz7NixYoymUcuCgq+R+kMJUUO+eHuuZRlKmSKsXKUPB1BAzjbzaXt7ylDiqRQoBg5DVzc4Z8I2HkB0/4LdHv+o/umeG1mYjLntpjY9cl8fn3+bd6t0pyu7epjWj8bEg5Adhqo/cCzC1QYjlR+IJLz4xgmDCS4S1MMk98EmwVsWbfv7E6QZo/0tdnXqDIydT70UZ0ga3zOzs5cvnwZJwctyZkWtOTzLqY5SHeUAB0REcFjOY60xI8TpGEDOuDF3MiLpTD622PgC8+j3f8XB6r4oZEkPjvwF4sP/oM1PROLcM+jQduanklQYOU75pwUQrB06VIWz/kGs9lM34GDGDZsGCPfeos6GiW/VSmPSpIQQjDo0jX6v/A8r77xJgDlypWjUaNGdGrbhoUnDjPSS3aSJ1isrEnPxnXXLho1akRQUBCXTp+menwMS2sF4CBJzI5NYnNaJlsDvDmcZebZwa/SrFkzAgMD72g+N0NycjKxsbF8/fWXnDp1itDQULp27XpLVp7/Nm62OKVjMh3GaJxnj+B8DigN3lMv+997Xy5K8vRBMXwctunvI1asJOR8AuF/XwbDBMI23tjqUVbIiE/k6t/HuLr/KFf3H+Hq38dIPHep0DkRtQW7d51DUkDoghdk82LKSUg+DdrqCJca4OyHvvnjhK3/ElQqMKdBdgw4iPyoy9JGrsZntQASaByQf1eP0hmKBSEEV69eJTExkezsbBo1acKaiL30svjgjpoDUgrRGit9+/YtcR+BgYHEO0o4pilpgBsAkWRSoZxfaU3jprh69Spbt27jYKAvjvZqDxM9XVgTGUvFOo/T58wpakuwMyOLa1YbT73wYp7vqiRYumQJ40e/Q0JiEvW1Gl5wd2ZFyGT2R+zi/NGjfODpmidoJUlikKcrEVFx9OjRg6ZNm+a18+W8+XRs2ZJdMSlUxEZ4ppkhw0cwbeZMEhMTMRgM/BEWyrpalXCyz2tCOQ/CUjPYl5lNE52WJ7UqfvnlF8aUsvnWYrGgUqnYu/cvdu+O4N13X6Zjx1q8/fZbPPfci0yZMrVU+3t4IZFb985onGdPSnclLOzFUmrfHaNxEeHhOwHjPWJKEcg5iNFIzfyQgtsjwv9kgr8r2LyZNKxX2Y9AWCDrDKbQJXw4ZRVN45W4XCrMHqXSOlCuXm3KN6qDf6M6tKmQwcezvmLSG21kmSIhCzcAy1mIOwmZ/uDXEJERCy5+SBpnMCdD9mHQ1i2buRSM6HRwQJKUyCWPHgm+IiM2NpZ538yB1Ey8hYZd1lR8y/vR941X+enH/5GQkkwbfQu2zp93R+TGvXv3ZsIHY9mUlUg9i44kctiiS2PalLL3OyQlJeGmUecJPZAFTjmNmjHjJ7Dkhx/4Y1M4Ib4euCoVzA1bz3NP9WTtxk3F7mvRwoV89PYovvB0oqpXBZYnpTIjNpFNVf1p9uuvCKWSSPfCCa2XzBb8lQp6depIyKezGPKazNhfvXp1jp8/z5w5czh48CAb33+fJ554AgAPDw9GjRrFykUL0RXYWUqSRDmVkkSr/BAIm42DBw8yatgwHBwd6T9oEI8/XnyG/38jOjoaLy8vtm79k927FxIUJEePvvBCMDVq9OHNN9+6YbmpR/g38jVAg2E88FUpmyRVGAwzuB3PZlnCZNqO0TjWXuaoPtKrbyOOnEcfdYH13aqjqFw22qiw5UDWcRDXQK2AyL8ZPXYOe04lk12vEqMeb4t7tZr4N6pD+UZ18AmqhqJQaa6ztA+uA1QBPBEZkRC/GTLP2oWgGjQ6TLuPYPxoEYaJQxAKJSGGORg+6I2+jQtoyiCqOtfUCfZUhuJxsRYZQogH8mjUqJG4HQa+0k80VXgKAzXEZGqKMVQV7hpHsWDBAiGEEDab7bZtFBVXr14VgwcMFJXKlReNHq8rVqxYUWpt3woWi0UE+vmJZQHlRGydKiK2ThWxpaq/cHN0FO+//75w1mjEvhoV8z678ligCHB1EQcOHBBCCBEdHS3eGT5cNAkKEn26dxO7du26aV+PBQaKdVXKi7jHq+QdPVx1Yra/t2ju5iJatWolnBUK8WNAOXG1TqBYFegnyquU4rdAP7GregXh7eIiMjMzC7W5d+9esXbt2uv6slqtokalimJJgG9eX9urVxBuCoU4H1RZbK3mL5wUknDTqMUEP08x2s9T+Dg7ieXLl9/xPd29e7eYO3euqFzZXwixr9DRpUtLsX79+lteD+wT98EzUtrH7Z+5Y9fdL/k4cZvrHlwEB3cRgAgO1gt5rgeE7cxGBowI7QAAIABJREFUYen9hLA8/ZiwznuqVNcZYU0Uu7Z+L4I7NxYR274UtqxNwnZggrD99qRoVsNdAKJZg0rCFvvjbfo9ZR9vUqF3bTabsKUcE7YLc4Xt5FgR3KamPL/OjUSzxjXk9htXF7bkX4XIiS69eeVO7+eRwvppK/lY1FdERCwVwcF6ERGx4JbXFfeZe6g1vnXr1vGKzSOvGoMTKurm6Fi3di2DBg0qVV+Nn58f3y9aWGrtFRVKpZLFK1bQp0cPmpttOAB/pKTz/ZIlNGvWjCVz5lBZk18fSy1J1HFQc+LECapVq0bLxo1ob85ispOG4//spVdwF1asXUf7AuWQEhISOHToEBeioqhZrTAvZk2NmrPZZo5mZvFup060atWKEbM/IykyhloOaqaV96K1s+yg9lApOXv2LHXq1Mm7Pi0tDWdnZ/4NhULBouUr6NWtG8uzbYiMDLalZaICep2/SmSOhRyb4PeK3jyhk822XXXZDBw2jN69e6NWl7wmWFRUFE888QRxcUnExMRTrpzsS8rKymbv3sN5wTeP8G/cbFd+p6Vq7l/ImqbNTp6tBbKQqnkivfwsEZ8vZIrhDyZp3qZF79HgHFDMNUeuRi6XbsrEZNqB0fglSYnJ7PnrOCAINbaCmDOgUPLZ9FcJ+W47kz7og+nvs4R80gzDlC9uElmeazosHN8oSRK4BIFLEEJYmTQuEMQsJvWrxujZf+Wfh0Bk7ETSdQRVKeb1pRbW+IzG7wrwtg6ktLhZH2rB56xzIiPZikeBwojZagVZ2feG5qis0KZNG05HRrJmzRpycnL4sH59tm3bxpkzZxAqJQczs6lnr9+XarURkZRKzMyZhBiNVE9PZbq/vJA31WlxUUi88/rr9HjuOQ4dOkRifDzVa9bkxRdfpHL58vySlMYb3rIfM8tm45fkNHIUCp7q1QuDwcCnn37Kmk2b6dO1K5sDfdDaTbBxFivXsrIKMd9kZGRgMpkICAgoVDA3Fy1atOB0ZCRr167l97Vr8QwL5RVHNVlC8FtKBhlWG89cjGGghwsflPOgoc4BVXwakZGRVKtWrcT3MyoqijZt2lC3bl06dHiDmTNH4eioZcaMRVSo4MP06R+xevW6Erf/sMNkOmSnIsutcl623LX3Enp9C8LCCroNsoAkpJ7dmTLuWzZeTUP64XdCWzojLglQ+IJ3E3Cvh6QquOGzkCvg5CPD3lb+ZsJo/Irw8N00a1yT4A4NmPR0ZVnoqbTQ8ElaeFcmrOeTAHTt8QHhW/aB6ma+z9zI7psHGUmSkhbBrxEW/BoiO4HP3D4l5PN1GMa9CJKEJAQiYzOSU3dQllL0eiEfnyMGw0jAaq/yYbvleIuDh1rwvTVqBF9N/Ihnc3xwRcVJ0jmpzmRgrVr3emilDnd3dwYMGMCqVasIbtuWni6OKIHU9Az6ZmTwlqcrrhIsyrLS/9VX+fLbbxkyYAAB4b8XaqeJowNR0dH8vGQJVbMzaSUsbDp5nAsnThAVG8sX5myOZJmpqlHzW3IaaTbBwOHDmTVrFpmZmSQkJNC6dWtq1XmMl0+f4j0PJ8xCMCMliyFDhubVzFu5ciWvDxpIZZWSWIuVOZ/NYnVY+HXRtW5ubvTr149+/fqxadMmFn07l42hobTTOTCrWnnirTZGR8Ux7mo8zgoFKekZ/Lh0CSNHvZ1HQl5cxMfH4+Xlhbe3DzExUcyYsRizOYdnn+3I0KHPUKlSDxITE0vc/sOO/Bp8uVXOH66N5q2hBasDkvkak+e8gzRlAROHNEWYc5A0aiAWkjZA0gYi9l0j5Id/mGQcTosWN/NNa5DTQbLlxd+axaQ39OhdsyE9Ghx9ocFLSNIFyMgAtS+Yz9i5QnW38H3eWOO7GSQHT1o8NY3Q5l0gfjMiIwFJ54lp50FCZk5j0kdf06JFi2Lcp+shstMhJxMUarDlgIPWvrHILehdeoLvoc7je3fMGAKb1GOuOoqZmkg2OCSyev3vuLqWIc9cGSMhIYHRI0bwWGBlWjdsyM8//5z3WXZ2NsMGv8qycu586u3Kx96uhAX4YlUqiQl+khWe5Zi6YCFfzJ0LQNtOndhipVCO2sa0TKw5ZlpnpvKjjwvv+nqwvpwbacePYjOb2Vm9Ao9rNaTabEz280Tv7kKjRo2QJImlS5fSr18/VqxYwYDXXif4vfcxaFz4xNmLgSEf8cnnnwMQExPD0P79+dnXlY0VPNkf4E3dqEhGDB16y7l37tyZvv36U9vFmW8r+uCkVBKgUTOhnAfLE9OIsViZ5ufB0W+/oWm9usTHx5f4PkuShMVioXLl8mzfPp/duxfx3nv90Om0KBSKR0wuN4T8O8qnIsv9PnMo7ai8+xa2FMjaA1hp3qwxoYsH0KJLL6TAsZBTDxFjQ8QlIaxWQuZsIXzzPkJCvkPYLAizBSE8kSvD1wLqI8TjiHQt4vIeRMwpOd/u/DFZ6LlVgzYfIyntpACSDjIOgSWTFm1fJGzjtlsQaBRP8OVC8m0HFfpB1CHExb8ImbKY8D8PEGJ4vwQ361/I1fYc7AFyDlrAsQA7z64778OOh1rjUygUdOjcibYd2vPOO+/Qq1cv2rRpUyih+kGCxWKhY8uWPJFwja+dtVyNv8K414aSGB/P62++ydGjR/FUKGioy6+EHKTVUMvZmVdeHYxfQGWefvrpPJPic889xzezZtHvyiWe1ig5YRUsSzfj4+XFiwWKKSsliRd1GoypaRzLzskzdSZaLPSPvEb657NZ+PXXKF1ccHZ2JicnhyFDhgAwdvz46+axdu1aOrk65ZlfFZLE+57OBK1fj8ViwWw28/3337NtwwYqVq3KsFGjqGXX0uPi4ij/LzP/L8npvOThzMf+MmPGc8CI2BS++epLJk02Fvn+7t+/n3lff8VfESYCAwPx8fFh7dpd7NhxgNatGyCEYPbsn2jQoD7e3t5Fbve/BpmKLJd4WoVsxjNTmsVK7z8IsCVA1n4gB5TlgArAHrAkIuk8IOg5JJ5DmNPhwk4mvhANFgUTB9eBc2vlViw2RLYzOAYgZcZA0knISQEgZOp2wvdFQ1oiod/0gyYfIVkugy0DJC2YzwESuLQFbfXbjPf2ps4bw4zpwG5CJv/BpNFPMWlEBxBbmDSgMsKSgaS6A5NnbkSnxhEyk+xRnUqMxmV2C8IMwsLalbz9AnioBV8ulEolnp6eODg4kJEhE8feyKd0vyM0NBR13DVm+boiSRJ1AT+Vkhc/+IBLUVGkpqYSlZZGps01L70hRwguZ2bh5+eHr68vcXFxeeZEBwcH/oiI4IcffmDrxnACqldn94iRvN6/H6cvnKa+Y770O2vOoZ2zI0MuXeMFd2c8VErmxKdQUaNiQMwlVBLMSkxnkdnMxq1bbzkPpVJ5ndcnRwgUComcnBw6tWqF6+WL9HFQcurQPlotXcq6TZtITExk7969hCemcNXdkfJ25pdtaZlML1844KSrg5Jfd+y47T2Nj49n2bJl7Ny5k41r1zLCQ8dQpcS3740mwcmZMWM+oE+fsdSsGUBSUiqgYt269bdt978J6V+vBfkaxcMk+HLLIWXYj3QgA1PEPozG7zCMH4q+bXew2X/llsRC642kcYKawbSsGUzo0Cy4GIGI3Q7aFCQXRyIOHGfKZ18xqV8d9I95g9oJUDKpT1WwWpj0Vmdo+BSSMhGS7ST4IgtZ6LUD7e382wKT6aCdUOBT9PrbmShzcxVjESKJkOnfEb71GDi4Ehb6FaF9XoWUy4gL3yBVv4Oc2lyNTyWvO5KDI6DAYDDa/5Zeysp/QvDlQqfTERcXh6+vL7GxsWVWK6+scO7cOeoqFYUE9uNaDfFpaUyePBmVSsXV8+cYuTuCCe46lEh8nJxOvUaNqFmzJufOneP06dOF/Gg6nY4RI0YwYsQIMjMz+e677/CrUpWQgwdxUypo4OhAWEo6PyelEV7NH7MQ/JSYyscxiWgdNKyr4oevSt41tnZypOFffxEVFXXT8k0AvXr14v1Ro9imVdLW2ZEsmw1jQhovPNuXtWvXwqWL/FjONW+elRSpDHiuL8++0o9/du3C0cGB5qej6O7lTrpCSTQK9mXl5EWPApiyLdg0Dnz55Zd07tyZoKCg68bxzz//0LV9O9pq1fhZc9BZzMSb1Yzy96K3m6Dxmat4eXlx8WIku3btwtnZmaZNm6JQPNQeglKCAlmrKCj4HmyYTJsxGo0YDIPR65+47nPjRwsI37wfFM6EtXsdSemIUGhlmi9bOiivj16W1FpEYHMkXSrEbYXMNKZ8s5PwfTEgSYTO6gsuHnBhP/raHoQuHQ0BtZFykkA6LZtW5ZaKKPTkc43G5XYtKuQWif8WZELxOPL9tEI2YQsbkyaNQaBBUoPpVCYTXv2K9/ukETy16FaWQsgVfAq7WNLIhN96vb7UyQnK/AmWJGmBJEnXJEk6cpPPJUmSvpQk6YwkSYckSSoeQ3QxoNPpiI2NJTAwkAsXLpRVN2WG5s2bszkzm8wChMmhqRk0qF0blT05ddHyFQT2fYFuMSm0vhiDR89e/LxOjkCsWrUqe/bsITMzs1C7VquVxYsXYzAY6NmzJ0uXLmXeT8v4wtWb5hdj+DQumeWBflTWqKnhoOElD9mkGejinCf0AFyUCoJcnDh16tQt5+Hp6cnPa9bwdoaVZpcTqHvhGukNGvP53Lns37uXjsrC2ngnZ0di4uL4Zc43vJcWx2/lXHnB04UIG/SZNoONO3YwL93MN/Ep/J2RzfjoBJbEJpKx/y8OzJhCu6ZNmDzhepPrqNeGMtZZzVxfFwzlPdlRswKrktM5kpmNRiHRzlnLhQsXcHR0pFOnTjRv3vyR0LslCqYz/NuE9uAHuBiNMwgP34nROA+5wK4bcg3B6kBdDOPeJrhTAwzjhuRfpLIHQOUkXteesOUgrm2BE0aI3SyTQ7vWZ9LE8QS3rMykEa0xnU+j22s/YDqZBA3fQQoajqS0a87mJMg1Lbq0L6LQk2EwGAgODr6JFmUGzgCHgCjk706DsLiCNQu9vi6hv/+PFi16I/EEUAfD+9/wx8lLfDRzJqnrw4s8jkL3I95O8SjZnzG7xlcWuBtP8SKg6y0+7wbUsB+vAXPLaiC+vr5ERkY+sIKvadOmtA4OpkdMMvPjkwmJT2FMYgafzpmTd45Op2P2N99wLTmZj2fPZkLIFFxcXFi5ciUdW7Zk6tixVPDxZtLYsdhsNkJDQ3n33Xd57LHH+OSTT/LSAHr27Mmew0e4EhePcHFlV3oW6TYbp7PNjErIYNjw4VzKyCTKnE+NFG+x8ndsPDtuY+oE6NChA+evXOW37Ts4dOo0q8PCcXV1JahOHfaIwovmnoxspJwc5ng708FFR02tho/9PKmqVODq6kqTJk34IyKCUy3a8oHKic0qR8b4efBreTdm+biwI8CLb7/4giNH5L1XVlYWp0+fZue+/Tzvnr8Ld1Mq6eaqY2daFjYh2JNpzvMtPmi49xvOfwu+B1/jMxgmExzcEYPhY6AussDzRxaAavQtOxC22oi+aeX8i3IFnyVf8AlhQyTuhRMfwdXVYM0A5xpQYwxS5UHouwwhdNEw9A38CVmwl/C9UYSEpiEFdASFC6hrgUKDae9Zuj4/G9NRF9BWpTjI1aJuFPxiMm2na9f+mEwHkQW8H0IEQdoxJJUjwmpBUtv7kySQHDHO/Jr2NWszTOvGlddGkrFn323HYLNaSYmKJudwKLZf38YU/ivdl0ZiOmcPSnMoUOKplFHmpk4hxHZJkgJvccrTwBJ79v1uSZLcJUkqL4S4eqd9HzlyhAMHDuDp6YkQgvLlyxMZGUmXLl1Yv/7B89NIksTi5StYs2YNoatX4+Xri+n116le/caO7GbNmrFnzx5q1qzJmwMHsMjHlabl/LmSY6H/3Dns3LOHMWPGMHv27Jv6O52cnNhqMtGxVSs+ORGJRqmiQ48ejB4zhm3bttHj4D+87a5DJUnMjUvmRQ9nFn7xOc1atCA4OPiW81EqlXk0Zbl4/vnnmTllCu9cS+ZZJw2nsnOYmZJFksXK49rCidCPSSJvA/P444/z468rAVCrlLxau1Leed4qJd0d1YwePRq9Xo9Wq8Xf3x9PZyfOm3OoVaDdk1k5eCgUDLyahM3NnXbt2t1yDvcxFgFfA0tu8nnBDWcz5A1ns9LrPnfByrVOPPgan17firCwW1RxUdgTuW0pIKwgKa8TfCL1BFxdA5mX5fe15aH80+DyWL4PUJIQ3h3h8lImvdMFVAoME96xt50JqQfBwQHj9BWEb9oHim8Ja/d8qc3TaDQWSEepi1xOKhrT0VhCpnzMpInjaNGy8Hqh1+vZcuIY0aPHkbxkGZdefBX3+XPIdtCScjmGlKgYUi5Hk3o5mpSoa6RcjibtaiwXLamcCUxn6lMVmbLxMuEnEkAINvSvXKYa3/3g46sAFKQOv2x/r8SCz2azMWTgINb8uopKFg0mKYtWR44x+M3XOX78OM7OzqSnp9++ofsQCoWCZ555hmeeeea251auXJlp06aRk5lJPyctTe0MJ/5qFQZ3HVOjr9KtW7fbtrNu9WrUWZlM8/PCUSEx588/6NiqFZt37CC4XTtWnjuNr1rF2HIedHfRsTgxlcXffntbwXcj6HQ6duzdy6czZjA9LIx0ZRZtWtTnz/Xr6Xo2ire83XnGzYksIdiYlcOAli05d+4cGzduxNPTk549e+Ll4sKVHAs1lfkC7ZpSxUsvvcTAgQPz3ouOimLYrJl86inwVytZmJDGIbOVSw4KkjMycdZJrF2zhhEjRz5wgVD3csMpI5c0Itf8+eBrfLeFpAbJGUSaLPyUHqC2C76MSET8N5B2Qv5f7Q5+T4JHUyTpBou7W32I2YC+noqwXz8ATU1ZeCatB2sKCDcME/oDYBj3QqlOw2CYgMx/OhzwR4gEJCmLkCk/EB6+G/iSsLDra2FKkoTfzCkoNMnsSz7FqE7BtMOLSjhed24udqiSOXUhhSnhgokTxsGPm5nYRAGk5vn4ygL3g+ArMiRJeg3ZHEpAQMBNz1uzZg2bV63j9Uw/HFBgQ7Dm8Fm2/vEnKB6sBayk2LJlC8/36kU9tYIL2WYaOBf+8bkqFXkRrrdCRkYG00JC2OjvkUd91tnZRqOLF0hJScHDxZn+3m50d80np9ZKEjnmki90Xl5eTJ85k+09e/Jk505YL0fiIwQxVhsfxSSyIimNS0g80bI1ph07mGo0EuzqxDUB7w4fTo2gIEYcO8pcPzcqqFX8mJTG32Yby/r0KdTP+2PH4qDV8vqsWcQnxdO5YwdcIiLoorQxJMCLKzlWxk2eBMLGyLffKfF87lOU+obzxj6+3LD53Fy+h9xHqvQASxrYEuXXKldM+y8T8ulcJr3eBH2DqlCuM3i3RVLcnMpNkpQI7/aQvBUAYU1CSlgFIhtU3uDeHX2LGAwTwPjRDxgM1dG37FgqU9DrOxEW5ov8fXlC6jGEixsGw2uAhMEwGPm7LryWCiEgfR8+b1bkqwGbOEsGWjcXgjv3wqVCOVwr+uX9da1QDhd/X7oc+BvjO0OZ2EyJPu53Qr80ILZ+A6mpD7apswiIAioV+L+i/b3rIISYB8wDaNy48U3pun/7+ReeSFfjYL9pCiQaZ+vYtn0HdZs0KrWB36/Iycmh33PPMd/LmdbOjmxPy2T0lThe9nDBU6XEKgRfpWbSa+CQ27YVGRmJu1pViO/TWamgoZsLR48e5dkBA/lm/FjaOttwUihItlr5NsPCxAED7mgO2dnZ9H3qKRaW96S9i+zAX5SQwoL4FEyZZuYvWUJYWBhTjZPZWskbf3tqw7fxKfyenkGPEaPo9uUXJKal07ZpUzZ9//11FTgkSeLt0aN5e/RoAFavXs3l3SY+9pN36TW0ME+l5IUpHzFi1NsPnNZXGijqZvN6FNT4NMga38OU0nATKNyBS2BNAmUKEEnI3L8Ij4gEjRehLy1GUjndrhUZHk0hxZ60bY6ShZ5DFXDrJGuXwgnj1P8RvmkvKGYSFlY6gk/etLgBiQjLBXB2QpIkmjevT1jYXORoz2jkwB4ZwpoBcWsh8wwSMGncW+AYisEw+RZJ9LKJNNR0GGH6AfYsRoQayfvtFKrOULq4H7Zfa4H+dmd7cyD5Ts0tbh4eZCoLy8V0rHi4exSKaCzIWPIw4cCBA3gg8sL7Wztp6eXmRMPTl+gfm0Kj89Gk13yM8UXIiwkICCAxJ4dIc355lTSrjQPJadSpU4chQ4bwRPceNLwQS9+4dBpfiKXzSy/fUX1DkKvaV1RIeUIPoL+HC/FWG14Oanbs2MGVK1do76DCUZJYm5zO1rRM+rk7s//oUcZOnMi1pGSyzWa2mEyFiLFvhsjISB5TFX7QamvVRCcmPoxMLUXacAoh5gkhGgshGt+uWLPJ9I+dYeMQ+XvqXMEH/wlzp8Ju2hQJkLMXiSwMEwfLVcw/MhRd6IGsEbrWJWL3Cbr1nYnpsArcuspCD0CSMEz+7BbRmXcCT/t8kpEUarBZkSyeYPECqxlskSCSQAhEViRcmQ+ZZ0ChBd/naBH8NmFh4bcUennzlCQk/WBo8jJYrWCxV3l3KCX+zxvgbqQzLANMQC1Jki5LkjRYkqQ3JEl6w37KBuAccvzsfGDYnfb52ptvcMAhk/NkIBDEYma7Lp2R77+bJ/jKlSvHtWvX7rSr+xJubm4k5eRgtQt2SZIY6+uBk6MjweMmMmb6DPq//jomk+m2tF46nY6x4yfw/LUUlielsiY5nb7XkunTty9VqlRBqVQyf8kS9h45wpgFizh06hSfff31HWtHarUa87+asCInuseZLXTr1o0hQ4ZwLMdG41OXWZ6UyvSYRNqcicJBrUalUiFJUrGqzbds2ZKN6dmkWfPTRdYkp9O4Tp28dJGHCKW+4TQalxIebsJonE9hY1Ku4HvwA1xuC4ULpj2n6fr0OEx7joGiAvqWfQjb8Bn65hWhuJttj/qEfL6J8D+PYvx01XWVz28VnXlncCUi4hD6FoNp3nwApo2/Q9ImSAyDhKMQfxjifiUidDzdunXFtPcoOFQE/6FIuprF7k2SJKSWr0PD5zFFW+m+PIrde46V8pwKoDg1jO6n43a1wdasWSMCyvsLR42DcHLQik9nzhRms1k0a9ZMZGVlifXr14vdu3ffso0HGW2bNhVvlvMS52tXFudrVxZv+HqKwHLlxI4dO8SzPXoID41GtCznI9wctWLmjBm3bW/NmjXiiWrVRPe2bcWCBQuE1Wot0/FbLBZRtYK/+NTfS1yrEyiu1gkUo7zdhKdaJT6eNk2EhYWJoUOHCq0kiZ3VK+TV7DOU8xDV/cuXuN+hA/qLWh5uYqKfpxjo4y58XFxuWaPwRuA+qMcHLEP21+Ug++8GA28Ab9g/l4BvgLPAYaDx7dq83TMXEREhgoNb2munJYr8enyR9r+Xi3UfH1QEd2kv17Dr0lQI62khrGYhLH8JYdkphC2xmK2dExERC0RwcHsRERFRJuO9GYKDOwhklV0Ed3hCiLiFQsQuFCJ2kRCxC4S49r0Ibl9H/rx9fWGzWe64T5vNJoI72+9fcIsiX1fcZ+6eC7CSHkUpRGuz2URCQoKYOHGiWLpkifD18BKOCpVwc3IWo0e9LZYtW1bkG/ug4dq1a6J3t25Cp9EInUYjenfrJqKjo0Wvnj1FBzcXcTkoUMTWqSIO1qwkKro433Zxz87OFkaj8S6NXsaxY8dE/Vq1hIdaLVxVKlHJ01P8+OOPeZ8vXrxYPOnjWagw7pXHAoVOrRYpKSkl6tNms4mwsDAx6q23RId27URkZGSx27gfBF9ZHEV55oQ4KmQhlyzyBV+U/e+5It2/Bx0Ru3aK4OC2ImLHd7Kws+wRwnpCfm09XszWDgv53qWXwUhvjYiI30WzZo+LZs3qiogdvwuRuUeI9HXykbFeCNteEbHrBxHcuYmI2P5zKfb7p7347I+3P9mO4j5zD539piAkScLDw4MrV67wzazZ9MnwpAJexKebWTZ/IVevxfDCC6UbCny/wMfHh5UbNuRFbup0sr389JHDfObpgoM9utVfraK/k4YV//vxlmVFjhw5cl3OXVkjKCiIP3fvxmg08u6771KxYsVCnzs5OZHxLyaVdJsNhUJR4kK0kiQRHByc5zepVKnS7S96hALINcUV/F5yX/8HTJ2AvkVLwsK2gsgA2xkgFYSdgFkkgDCDVJTivFbkeyZx94OCBHp9ZXbvXgRUBey+S1saWC6A5RJkJ8qmV4WS/OjdO4de38ROcv4A+/juB/yzbz+NMnVUsP94vNDQOkPHnu077/HIyh46nS5P6AEoFUrMorCfIUdIqFQ3FhRLFi+mXo3qdGjZku+//prTp0+X6Xj/jf/973+MHDnyOqEH0L17d05abCxLSsMqBClWG2MT0ujbpzda7UMePXjf4t9E1fCfyuUrCEkHiidAqkLuUmsyHaZrty6YTKYiNJCbblR2idw3Ryqy0FUDBSqsK5xB8zg4dgJlNYyTvyU8fDfGqQtKse+SlUwqDv4Tgi8nOxvtv3zKWpTEXI2mVZNm/PLLL/dmYPcA/V57jY9Ts0i2RymezDKzJD2LVwokdudiyeLFhIwaidGSzs4AHxodP0j7FnqSkpLuyliFEFy8eJEqVarc8HNHR0c2bPmDRa7e1D4XTb3z0WjbdOCrefNLpf//YvrCnaOgsMt9nUtr9x+qy5cLSQKFPygaAM4YpywhPHwbRmNRiJxzBV/ZaT43R27gnw83TCmQ1KCuisEw224dKSEx9Q3xSPCVCmo98TgHnXLItt9QK4KdJBBk01Fh3yVGDhzCV198cY9HeXfw9ujR1O3Vm8YXY2l9NYle11KY/sWXNGjQ4LpzP50SwiwPHa2cHPFTqxjp6UpTpcSyZcvKdIxJSUns27eP3377jY4db52bVK9ePfYdPcaxc+e5HHONpb/8gpMQw5J/AAAYDklEQVRT0UPGH6G0kbtI2jCZDhYoIPofSmm4ESQtKOpiMHxSjPSDXHapu/17zgaSkb/LW9ed1LdoUQZRpWUv+B5qH18ugoKCcHd25sul/yNQ6cyF7GQqoKUrPqhQ4JWhIcRgZNjw4cUKf38QoVKp+Ob77zHOmMGVK1eoUaMGjo43phSKiomhur9nofeq2yxciowEID09nbS0NHx9fUtNO5pqNPLpJx8ToNNxNjmZ4SNG0qVLl9u27+fnVyr9F4QQD2eeZ9ki93tKx2icV4DzcQH/mST2m0GS7P6/opbYuVcan90fiTv5RAR3E480vjuCzWZj5cqVrPttNVabYOjwYdTu0Z4KSh0vUQGVffq+aEhKSSYlJeU2LT488Pb2pm7dujcVegBtW7Xm19R8WrMsm42VGdk0bNSIYYMHU97bm6AqgdSrWZM9e/bc8Zh+//13Fs3+jB2VvPnDz5X91fzZsHABP/300x23/Qh3G0kYDEMJDtbL9dvyAlv+GwEud47sAhrznxSmgytL2MgXfPeqXukjwVdiCCF4qe/zvDtgKH6Hr3Jy6ToWzptPzZo1uWzNwFzA13CeTNRIRXQ4/3cw44svmJtpYUh0Ip/GJtElOpl6bdvz6bRpnPptJXsr+3Kiih8js5Lp2aULiYnX1xwriBMnTvDuyJH0f64vP/30ExaLpdDnP86fz1tOmrzK6t4qJW87a1j67bdlNsdb4ZGPryTIvWeZ6PX1CAv7Cr2+LmDBZDpE1659Hz1nRUI0RuM3dkKAqcBJIOsu9JuI7JN15O6bWHPxyNRZYuzZs4et4RsZku6LGgXYoGJGKkvm/4AZGwu5RCPcSMPKXpKoIuk4ePAg3bt3v9dDv+fYunUry5csRpIUtOzQkTZt2hB95Qqfd+xIp06d8HZ1ZYu/B172IrS93Jz5PQdWrlzJkCE35v/8888/ee6ppxjg7EADBXwSFsqIwYNxc3fn5YEDeXnAAM6fP8+/qp2gBGy2h44u7CFGwS/QGTk6UIbRON9u+jSWekXthwtZQJxdU9ZiMAxE9vcdQ+bH9KNsOCyzkTk4Qdb27tXG75HGV2Ls2bOHqhatLPTsqIUzV+Nj8XB1ozpOXCKLTKz0owJZOg2PPfbYPRzx/YGZ06cz4Omn8A9di+/61USEhqJAMP3jj/N8bWlZWbj/yxfqhrhlqacxb73FLE8dY71d6e/pSmglH9xsFt5R5BAx92uGvPIKg4cPZ256DnEWWdAlW618mW7mxSFDy3TON8Ij/15pILXAaw29e7fHy8uN3r1737MRPRi4AoBe34GwsD/Q618CvJDNnVeA40DmzS8vMqzIQSyRwBHgCCbTXrp2HYnJdLIU2i8pHgm+EqNq1arEaKyIArbxaLIp5+VN++DOHNWZqYQjNXBiuzIZ9yoVefLJJ+/hiO89EhMTmfbRFNb5uTPMy40R3m6sq+iFYfx4UlPlRUySJHp26cLXSWl510Wac/g9NYMePa6v0QWyr3X/8eN0LUA4rVFIdHHRkWgTLKrgxfHjx+nWrRvPDB1K84uxdL4UR+MLsbTs+xwDClR6iI6OZvLEibz0TC8+mzWrzPyyWVlZj3IBSwCT6a8CRNW5kIAgVq3aTnx8MqtWLb9Xw3sAkIFsbpTIr36gAgKRawZr7Pf46RKYjIW9/WjgFHAQmSI5ltxEeTkgKQKjccodz6TkeCT4Soxu3brh5O/Lek0iV8jiBGmsdkzEMCWE2kFB/Ba6HlX3JpyuX44mLz/N6A/GPIxExMXC4cOHqeXslFfiByBQo6aSoyPHjx/Pe+/L+fMJ07nROSaZQfHpdLwcT8iM6VSrVu2G7SoUCqr6l+fvzPzABiEEf2dkU02jRqdQUFHnyNWrV5n6yUxOXrjAE08/w9GzZ/ny2+9QKBT88ssvBAUGUrWCP2fmfEGrvbvY/sl0WjRsWCbCLzMzs1Di/yMUDUbj9wWIqmvb3xWAAoNhgj3YZQByTt8jXI/cAhk+5KeA5MIVqIPR+CPh4ZuKmAsow2Qy0bVrK0ymFfY+UpG/Fx2y6bQWUK9AQFJpV3soDspe8N1z/r+SHkXhDUxISBBvjxghagQEiqb1GohevXoJIYSYNGnSdee+++67Ii0t7bZtPsyIjIwUHo6O4nztyiK2ThURW6eKOFu7snB31Iro6OhC51osFrF582axbNkycfXq1du2vWjhQhHo6iJ+qOQrwqqWFy+4O4t6Wo2IrhMoIqpXEE5qlfj8889FamqqEEKIDz/8UISGhooXej0tqleoIHwdNCLY2VG84+1WiJvzaV8v8enMmaV6H8xms1i+fLl45513RHZ2drGv5z/M1RkRsd3Os7hACJEqhPhHyFyT2UIImxDilP3/80W6l/8tZNgJqfUiImL7Tc+SycCDi0VaHRwcbCd+1tv7aCEiIpYJITL+deZ+IX8/ZUtCf2ucs48hrshXFPeZu+cPU0mPohHmFsa8efPEoUOHbij4Ll26JKZOnVrsNh82DHrpJdHay0P8FugnVlb2E3ovDzFs8OBSaXvNmjWiUwu9qOrrK1w1avGGj7sYWc5T+Dg5iddfe0289dZb4q233hI1KlYQTiqV0EqSCHJQi3patfi+ko+op9WI8KrlCwm+ORV9RJ9uXcW8efOEwWAQf/75p7DZbCUe4/79+0XFiv6iSZMnRKNGdYS/v5/Ys2dPsdr4Lws+GZeFvHCdEPkky7kLbKbIX1xTi9jefwfBwZ3sAiq4VNuVhWXH/7d37tFV1Nce/+wEkhAeCYQgSoioiKiIL0CBYPF5AtqwoCpUr+1FRawXn4ii3mWISnsrPqLV24pGSrFaK4oLkYZFL0iXnog8RAQBGx4GFIzykCiGkGTfP2YSThIi54SccyY5+7PWrDUn85v5fTNz9tkzv9m/vdXvf1t9vqG1TtC5DpvUSSperaofu3+raNb+Q6PY1bAn6D1CtbmYGtvLycnh8uGXULy5mD8++xw3TbiJvMceIyEhgYyMDJKTk9m0aROnnXZatKVGjZmzZ/PM008zfdbLxMXFcd1dE5h0++3HfNzy8nJ2795Nr1NO4eIRIxmSlcXiRYWIxLH0+us588wz2bFjB4P69+fGRGHSaRlUK8wo3ctf9pZxckJbTk5sy6ofD3J+8uF3bysOHuL/3ltGxeqV9NZKJjyTz9DsEcx69dWQpyNUV1czduw1PPHEJMaOvQKAefOWcu21V7N589ZWn9yg+eiO897oew5PVq+ZupIEHIfznqkEOJ3oRQ96j9zcR4D4Zh9qdOr2/dPtIx14iNzcX7lby9wl8J12/dRyh4DtFBX5ycubRW5uHoMHZzWrxoZ9h2+oUxxn2fIYMGCArly5Muj2qsqgc89D1pWQVZVCBcqSdmUMufbnvPTnWQBUVFQwZcoU8vPzbQ5XM3Lw4EEuHTqEtiXbGNlGWKfC4ooq/rX8I3r37l3bbvXq1Vx76SV82KNz7fmvVOX0jSX4OiZzS1onrtm2i8npqQxsn8Q/9h/ghT1l3Ni5A7ndnQwzB6qrueyrfYy/fyrrVq6gqrKKcePHk5OTc9RrumbNGsaOHcPGjX+v0/ass66joGAOgwYNCur/FZFVqjog1PPkdUKzua9xygDG4fyQBWT4pwonNL8Cpwh8tCZKxzoHga0cTo0WSBrODcqXwHcUFa0lL+9F9u0rY/nydfh8QygsfJc6CaybjU04N019gI5B7RGqzcXME9+KFSvYUbyViVXdEPcOM+fHVJ772+s8+Uw+KSkpJCQkMGzYMEZcfgWbPttAeno6U/77Qa655pooq2/ZvPbaa7Qp2cYb3TrVOpSnvt3PPf91G5eMGMny5cvZtWsXe/bsIe7gwTpOJx7oFBfHB9+Xs/1QJdkdk3lm7/dQVs6Vo0cT/+ZbTEzrVNs+OS6OnLbC49NyeTCtI20Qpi57jxW3TOSx3/++gbaqqioWLFjABx+8T0JCAj/8cABVrdWgqhw4UE5iYmJ4T1KrIx3H+dUEsQQmK4gHMoAtOOH5nYlOaqxYJxEnqKUU5yYlkN0UFS0lL+9FcnMn1M7BvOCCfm7wy804NYxTgBNp3utXM2/XojqPmZ07d9I1PqnW6QEkEUcbde70VZWKigoenHIfe5euYsTONvReW8rt/3kzBQUFUVTe8vEvXcLINlLHoV3VIQn/++9TWVnJvffeS2FhIStWrOD7du1YGpAmbf7+A1SocnZqR7Ymd6TnrZOYNe9tvtpfRsGcV+jZvTtbK+pmgPmsvIKJKcmM79KJG7p05O3uKTz/hz9QWlpap11lZSWjR4/i0UcfonPnH9my5WO++66MyZPzqayspLKykieeeIVOnVLp379/eE9SqyMO6BHwuX4UZypOlGIVhyMZjfCjOE963wDbgI0cnrSOm13n9tonvJoI3dzcKfh8l/L003kUFj7vZuMB52nwFbKzh1NU1Bxl3srcuYR3UVQU/IheyITyQtBLS6jBLaWlpdohqZ3exUk6jT46jT56Az20U7tkHTt2rE6ePFnHjBmjJyWm1G6/g146nDQ9rkvXYwqYiHV+N326Xt+9a52glD9mpOsVWVkN2i5btkzTO3XSYcel64XpXbRzu3Z6WdZQnfH447pv374G7V968UXtk9JJF558vH7eN1MfPb6Lto+L0+LTM+v0N+S4dF2yZEmdfefOnasDB56lFRUfak218GnTJmrPnido165dND09TYcOHaxbtoRWOZyYD26poVpV1wREKs5V1b2qesjdboEukcLvXxAQbbuy0cXnG+wGvgxVv39+I9GjVepcx8/r7TNYnWjdMnWufah8q6qrAo4XfIBPqDYXdWNq6tKUqM5n8/M1tV17HdKmqw5MTNeU5Pa6aNGi2ojOiy++WIfEp2kup+oQOmsy8XoGHbQD8XrR4KExP92hqZSWlmqPtDS9r3uavt+7h/5vRrp269C+gSOq4cCBA/rOO+/owoULtby8/CePXV1drS/OnKl9T8zUjklJmv2zn2mHxATd2Pew49t6+onaJbmd7tixo86+d955h86YcacGGn5x8duamZmh27dv15KSkib9v+b4AtmvPt+QelGEK1V1nap+oar/dj+v16b9WBrB4PMNr3cNVqnqJ+pE3n6hqrtVtVz9/g9CnCpxyHWqWXWcqt//ivp8VwR5nGpV/TJg33khT9fwpOMDsnHeWBYDU4+wPRF43d2+HOh1tGM2zQhV169fr9OnT9cnn3yywQ/h4sWLtWtie/0lJ2gabfV+TtFp9NGHOVXPTkzTqffd16Q+DdXNmzfrr8eN0z4ZPdQ3LKtRp9cc3H/P3dq/c4r+uWc3nZPZTQd2SdXf3Hhjg3YzZjyu48eP0kDHN3/+UzpkyAXH1L85vrr4/UvV5xumfv8sbexJw3kqvDSkHzsjePz+99TnG65+/2IN3xy9H1V1u6quUZ8vK4Sntm16+LvwdZN69pzjw3mTvRknrCsBJ0/OGfXa3Ab8yV0fB7x+tOM21Qh/iurqar161GhNaZOoV9C1dshzGn10Apl6amavZu/TaH6qq6t19uzZetngC/XiQQP1hRde0KqqhsZeWlqq3bt30xkz7tSSkgX67rv5mpl5gs6bN++Y+jfH1xhVqvqNOk979YfYQvmhNLxNtfr9y4J+avP7C91h2EVN7tGLjm8wsCjg8wPAA/XaLAIGu+ttcApCyU8dNxyOT9XJSPLzK6/Si0ir4/huoIeec/qZYenTiB4bNmzQX/xitHbv3k0HDTpf33zzzWM+phccn5dGWRpSrar79fBE5Zonviz1+wubqQ+jpXA4q0zTb3pCtblIRHX2ALYHfN5B3XCvOm1UtRInZXhaBLQ1ID4+nt/+z+9Ym3yQEjcD+j4OsSz5B267645oSDLCSN++fZk79y127vya5ctXtorKASISDzwPjADOAH4pIvVLj9wE7FXV3sDTQMO5HuFTiDM/6xSgH3AcgwefS2FhPrCf7Oxsq9kXQ+Tm5uLz+SKaH7RFzeMTkVuAWwAyMzPD1k+/fv0omDOb2yf+hh9+2IMK3H3P3dw8IfLlcQyjCQwCilV1C4CI/A0YhTNrvIZRwDR3fS7wnIiIe/ccQRJx5vSdAOwmL28qixY5GUasZl9s4GSViey1joTj+xInPUMNGTScuFPTZoeItMGZFbm7/oFUdSYwE5wsEmFR6zJmzBhGjRrFrl27SEtLsxI1RkviSKMsFzTWRlUrRaRmlOXbiChsQByQHraUXYYRSCQc3wrgVBE5CcfBjQOuq9dmPvBroAi4GlgS+TvPhsTHx9OjR/1RWcOIHSI1ylJDNO7+jdgj7O/43Hd2k3ACWDYAf1fV9SLyiIjkuM0KgDQRKQbuAaaGW5dhtGJCGWXhaKMsqjpAVQekp6eHSa5hRJaIvONT1YXAwnp/ezhgvRywhJiG0Ty02FEWw4gELSq4xTCMo+O+s6sZZYkHXq4ZZcEJ+56PM8oyxx1l2YPjHA0jJjDHZxitEBtlMYzGiZnqDIZhGIYBLbgQrYh8A3xxlGZdiVp4dqOYpuBoyZpOVNVWFwkShM158ZqB6QoFL2qCo+sKyeZarOMLBhFZqR6rhG2agsM0tTy8en5MV/B4URM0vy4b6jQMwzBiCnN8hmEYRkzR2h3fzGgLOAKmKThMU8vDq+fHdAWPFzVBM+tq1e/4DMMwDKM+rf2JzzAMwzDq0Cocn4hki8gmESkWkQZ5PkUkUURed7cvF5FeYdbzsoiUisi6RraLiDzr6lkrIueFU4/bZ08RWSoin4nIehG5M9q6RCRJRD4SkU9cTXlHaBPRaxfQb7yIfCwiC7yiySt4zd7cPs3mgtflWbtz+w6/7YVStdaLC05Kps3AyUAC8AlwRr02twF/ctfHAa+HWdNFwHnAuka2jwT+gVOR80JgeQTO0/HAee56R+DzI5yniOpy++ngrrfFqQR+YTSvXUC/9wCvAguOsC0qmryweNHe3H7M5oLX5Vm7c/sLu+21hie+2qKbqloB1BTdDGQUMNtdnwtcKiISLkGq+i+c/IeNMQr4izp8CKSKyPHh0uNq2qmqq931MpxKGfVrLkVUl9vP9+7Htu5S/6VzRK8dgIhkAFcCLzXSJOKaPITn7A3M5kLU5Um7g8jZXmtwfEcquln/y1Wn6CZQU3QzWgSjOWy4wwPn4tzpBRJxXe6wxhqgFFisqo1qiuC1ywfuA6ob2e6171MkaYn2BmZz9fV40e4gQrbXGhyfEQIi0gF4E7hLVfdHW4+qVqnqOTg14waJSL9o6hGRq4BSVV0VTR1G68FrNgfeszuIrO21BsfXbEU3I0gwmpsdEWmLY4B/VdW3vKILQFX3AUuB7MY0RejaDQVyRGQbzjDeJSLySpQ1eYmWaG9gNndEPGR3EEHbaw2Or7bopogk4LzwnF+vTU3RTfBG0c35wK/ciK4Lge9UdWc4O3THwQuADar6lBd0iUi6iKS66+2Ay4GNR9AUsWunqg+oaoaq9sL5Li1R1f+IpiaP0RLtDczmAnV5zu4gwrYXrsicSC44kVGf40SbPeT+7REgx11PAt4AioGPgJPDrOc1YCdwCGfM/ibgVuBWd7sAz7t6PwUGROAcZeG8wF4LrHGXkdHUBfQHPnY1rQMejva1q6dvOG5kmVc0eWHxmr25fZrNBa/L03bn9h9W27PMLYZhGEZM0RqGOg3DMAwjaMzxGYZhGDGFOT7DMAwjpjDHZxiGYcQU5vgMwzCMmMIcn2EYhhFTmOMzDMMwYgpzfDGEiLwnIn3d9bSa2mUi8oaIPCci74vIFyKSJSJzRORzESmIrmrDaLmYzXmTNtEWYESU3jgZN8DJ3vCpu34WUKSqk0TkQZw0S8OBb4AdIpKoqgcjLdYwWgFmcx7EHF+MICInAl+qak25j/7AWhFJAlJxyoGAk2KpQN18gSJSBVREWq9htHTM5ryLDXXGDmfj5Oar4Xz385nA6gDjPBu3ZphbFPIrtbx2htEUzOY8ijm+2OEcnASviMipOJWMP8UZcvkkoF1/DhtrfcM1DCN4zOY8ig11xg5nA+Ui8gmOYX2GU94jFSfLOe4QTDtV3evuE2iQhmGEhtmcR7HqDDGCiPwbOE9Vy6KtxTBiAbM572JDnTGAiHQE1AzQMCKD2Zy3sSc+wzAMI6awJz7DMAwjpjDHZxiGYcQU5vgMwzCMmMIcn2EYhhFTmOMzDMMwYgpzfIZhGEZMYY7PMAzDiCnM8RmGYRgxxf8DXcPu+XwKrZgAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "0.0001401888317491295" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "collection.cnet.set_global_gate(0)\n", - "collection.cnet.gate_areas=[]\n", - "collection.cnet.set_global_gate(10)\n", - "collection.cnet.update()\n", - "collection.show_system(save=\"talk_exampletotaloff\")\n", - "sum(collection.cnet.source_currents)" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "16 229\n" - ] - } - ], - "source": [ - "nclust=len(collection.sticks.cluster.drop_duplicates())\n", - "maxclust=len(max(nx.connected_components(collection.graph)))\n", - "print(nclust,maxclust)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "networkenv", - "language": "python", - "name": "networkenv" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/scrapbook.ipynb b/scrapbook.ipynb deleted file mode 100644 index 4f77987..0000000 --- a/scrapbook.ipynb +++ /dev/null @@ -1,90 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import matplotlib.pyplot as plt\n", - "import networkx as nx\n", - "\n", - "import viewnet \n", - "import measure_perc as mp\n", - "import percolation as perc" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "look=viewnet.Netviewer(n=10,scaling=1,l='exp',seed=2,pm=0.5)\n", - "look.show_system()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "networkenv", - "language": "python", - "name": "networkenv" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.5.2" - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/slurm/test500_batchmeasure.sh b/slurm/test500_batchmeasure.sh deleted file mode 100644 index 9528d0f..0000000 --- a/slurm/test500_batchmeasure.sh +++ /dev/null @@ -1,19 +0,0 @@ -#!/bin/bash -# run in the directory where data is to be saved -mkdir linexp -cd linexp -for x in {1..10} -do - echo 'python3 ~/gitrepos/networksim-cntfet/measure_perc.py singlecore -s -n 500 --scaling 5 --onoffmap 0 --element 1 --seed '$x > mnet$x.sh - subpy -P 1 -t 24:00:00 mnet$x.sh -done -cd .. - -mkdir fd -cd fd -for x in {1..10} -do - echo 'python3 ~/gitrepos/networksim-cntfet/measure_perc.py singlecore -s -n 500 --scaling 5 --onoffmap 0 --element 0 --seed '$x > mnet$x.sh - subpy -P 1 -t 24:00:00 mnet$x.sh -done -cd ..