{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Simulated annealing & Traveling Salesman problem" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Simulated annealing is a technique which uses Matropolis to find a global minimum of a\n", "function of many variables. It is typically used for large scale problems, especially ones where a desired global minimum is hidden among many poorer local minima.\n", "\n", "The class of problems known as NP-complete problems, whose computation time for an exact solution increases with N as $\\exp(const.× N)$, were basically unsolvable until recently.\n", "\n", "Only in 1983, the method was invented ( Kirkpatrick, S., Gelatt, C.D., and Vecchi, M.P. 1983, Science, vol. \\textbf{220}, 671-680 (1083).) which effectively solved most of these problems for practical purposes.\n", "\n", "Simulated annealing does not \"solve\" them exactly, but in most cases we just need reasonable good solution even if its not the one with exacly the lowest total energy.\n", "\n", "The archtype example of NP-complete problems, the traveling salesman problem, is easy to solve with this method.\n", "\n", "Other very important application is in designing complex integrated circuits: The arrangement of several hundred thousand circuit elements on a tiny silicon substrate is optimized so as to minimize interference among their connecting wires.\n", "\n", "\n", "The simulated annealing uses Metropolis algorithm with slowly decreasing temperature in order that system relaxes into its \"ground state\".\n", "\n", "The steps consis of\n", "- Pick initial configuration $X$ and an initial temperature\n", " $T_0$. $T_0$ should be much higher than the changes in function $f$\n", " to be minimized when typical Monte Carlo step is taken.\n", "- Loop through decreasing temperature $T_i$\n", "\n", " - Equilibrate at $T_i$ using Metropolis with selected, allowed\n", " elementary changes in the system. The system is equilibrated when\n", " the rate of change of $f$ averaged over some number of Monte Carlo\n", " steps is small.\n", " - Measure the termal average of $f$. If $f$ does not decrease at\n", " this temperature $T_i$ compared to previous temperature $T_{i-1}$,\n", " exit the loop.\n", " - Decrease $T_i$ to $T_{i+1}$. For example, reduces the effective temperature by 10\\%.\n", "\n", "\n", "The major difficulty (art) in implementation of the algorithm is that\n", "there is no obvious analogy for the temperature T with respect to a\n", "free parameter in the combinatorial problem. Furthermore, avoidance of\n", "entrainment in local minima (quenching) is dependent on the \"annealing\n", "schedule\", the choice of initial temperature, how many iterations are\n", "performed at each temperature, and how much the temperature is\n", "decremented at each step as cooling proceeds.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Traveling Salesman problem\n", "\n", "The seller visits $N$ cities ($i=0...N-1$) with given positions\n", "$R_i$, returning finally to his or her city of origin. \n", "**Each city** is to be **visited only once**, and the **route** is to be made **as\n", "short as possible**. This problem belongs to a class known as\n", "*NP-complete* problems, whose computation time for an exact solution\n", "increases with N exponentially.\n", "\n", "The traveling salesman problem also belongs to a class of minimization\n", "problems for which the objective function E has many local minima. In\n", "practical cases, it is often enough to be able to choose from these a\n", "minimum which, even if not absolute, cannot be significantly improved\n", "upon.\n", "\n", "The annealing method manages to achieve this, while limiting its\n", "calculations to scale as a small power of $N$.\n", "\n", "\n", "As a problem in simulated annealing, the traveling salesman problem is handled\n", "as follows:\n", "\n", "- 1 **Configuration:** The cities are numbered $i = 0. . .N-1$ and each has coordinate $R_i$. A configuration is a permutation of the number $0 ...N-1$, interpreted as the order in which the cities are visited.\n", "- 2 **Rearrangements:** An efficient set of moves are:\n", " - **(a)** A section of path is removed and then replaced with the same cities running in the opposite order; or\n", " - **(b)** A section of path is removed and then replaced in between two cities on another, randomly chosen, part of the path.\n", "\n", "- 3 **Objective Function:** In the simplest form of the problem, $E$ is taken just as the total length of journey\n", "\n", "\n", "The above two mentioned moves are hardest to implement. The following\n", "plot explains them by an example\n", "\n", "\n", "\n", "\n", "For details of implementation, check the example source code.\n" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "import scipy as scp\n", "from numpy import random\n", "from numpy import linalg\n", "from numba import jit\n", "\n", "ncity=100\n", "\n", "# random coordinates in 2D for n-cities\n", "R = random.random((ncity,2)) # completely randomly positioned cities\n", "city = range(ncity) # we are visiting them in order in the array" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def Distance(R1,R2):\n", " return linalg.norm(R1-R2) # sqrt(x^2+y^2)\n", "\n", "def TotalDistance(city, R):\n", " dist=0\n", " for i in range(len(city)-1):\n", " dist += Distance(R[city[i]],R[city[i+1]])\n", " dist += Distance(R[city[-1]],R[city[0]])\n", " return dist" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "def Plot(city, R, dist):\n", " Pt = [R[city[i]] for i in range(len(city))] # list of [(x_i,y_i),...] coordinates\n", " Pt += [R[city[0]]] # add the very last/first city so that the curve is connected to itself\n", " Pt = array(Pt)\n", " title('Total distance='+str(dist))\n", " plot(Pt[:,0],Pt[:,1],'o-')\n", " show()" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from pylab import *\n", "%matplotlib inline\n", "Plot(city,R, TotalDistance(city,R))" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "@jit(nopython=True)\n", "def FindASegment(R):\n", " nct = len(R) # number of cities\n", " while True:\n", " # Two cities n[0] and n[1] chosen at random\n", " n0 = int(nct*rand())\n", " n1 = int((nct-1)*rand())\n", " if n1>=n0 : n1 +=1\n", " if n1n0\n", " nn = (nct-(n1-n0+1)) # the rest of the cities\n", " if nn>=3 : break # the rest is big enough\n", " n2 = (n0-1) % nct # the city before first\n", " n3 = (n1+1) % nct # the city past second\n", " return (n0,n1,n2,n3)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "def CostReverse(R, city, n0, n1, n2, n3):\n", " # cost for reverse move\n", " de = Distance(R[city[n2]],R[city[n1]])+Distance(R[city[n0]],R[city[n3]])\n", " de-= Distance(R[city[n2]],R[city[n0]])+Distance(R[city[n1]],R[city[n3]])\n", " return de\n", "\n", "def Reverse(R, city, n0, n1, n2, n3):\n", " newcity = copy(city)\n", " for j in range(n1-n0+1):\n", " newcity[n0+j] = city[n1-j]\n", " return newcity" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [], "source": [ "@jit(nopython=True)\n", "def FindTSegment(R):\n", " (n0,n1,n2,n3) = FindASegment(R)\n", " nct = len(R)\n", " nn = nct - (n1-n0+1) # number for the rest of the cities\n", " n4 = (n1+1 + int(rand()*(nn-1)) ) % nct # city on the rest of the path\n", " n5 = (n4+1) % nct\n", " return (n0,n1,n2,n3,n4,n5)" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [], "source": [ "def CostTranspose(R, city, n0,n1,n2,n3,n4,n5):\n", " de = -Distance(R[city[n1]], R[city[n3]])\n", " de-= Distance(R[city[n0]], R[city[n2]])\n", " de-= Distance(R[city[n4]], R[city[n5]])\n", " de+= Distance(R[city[n0]], R[city[n4]])\n", " de+= Distance(R[city[n1]], R[city[n5]])\n", " de+= Distance(R[city[n2]], R[city[n3]])\n", " return de\n", "\n", "\n", "def Transpose(R, city, n0,n1,n2,n3,n4,n5):\n", " nct = len(R)\n", " newcity = []\n", " # Segment in the range n0,...n1\n", " for j in range(n1-n0+1):\n", " newcity.append( city[ (j+n0)%nct ] )\n", " # is followed by segment n5...n2\n", " for j in range( (n2-n5)%nct + 1):\n", " newcity.append( city[ (j+n5)%nct ] )\n", " # is followed by segement n3..n4\n", " for j in range( (n4-n3)%nct + 1):\n", " newcity.append( city[ (j+n3)%nct ] )\n", " return newcity" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(59, 99, 58, 0, 9, 10)\n", "-0.27299853286681464\n", "[59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 0, 1, 2, 3, 4, 5, 6, 7, 8, 9]\n" ] } ], "source": [ "nn = FindTSegment(R)\n", "de = CostTranspose(R, city, *nn) # *nn = nn[0],nn[1],nn[2],nn[3],nn[4],nn[5], i.e., unpacking the list\n", "print(nn)\n", "print(de)\n", "r1 = Transpose(R, city, *nn)\n", "print(r1)" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "def TravelingSalesman(city, R, maxSteps, maxAccepted, Tstart, fCool, maxTsteps, Preverse=0.5):\n", " T = Tstart\n", " dist = TotalDistance(city,R)\n", " for t in range(maxTsteps):\n", " accepted = 0\n", " for i in range(maxSteps):\n", " if Preverse > rand():\n", " # Try reverse\n", " nn = FindASegment(R)\n", " de = CostReverse(R, city, *nn)\n", " if de < 0 or exp(-de/T) > rand():\n", " accepted += 1\n", " dist += de\n", " city = Reverse(R, city, *nn)\n", " else: \n", " # here we transpose\n", " nn = FindTSegment(R)\n", " de = CostTranspose(R, city, *nn)\n", " if de < 0 or exp(-de/T) > rand():\n", " accepted += 1\n", " dist += de\n", " city = Transpose(R, city, *nn)\n", " if accepted > maxAccepted: \n", " break \n", " T *= fCool\n", " Plot(city, R, dist)\n", " print(\"T=%10.5f , distance=%10.5f acc.steps=%d\" % (T, dist,accepted))\n", " if accepted == 0:\n", " break\n", " Plot(city, R, dist)\n", " return city " ] }, { "cell_type": "code", "execution_count": 28, "metadata": { "scrolled": false }, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.18000 , distance= 27.72484 acc.steps=1001\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.16200 , distance= 27.13884 acc.steps=1001\n" ] }, { "data": { "image/png": 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16K0QBOG0KIoj9K67Wj1FexOhj/tgr15foruNKUdemnIVzqj34WxuJQu/O0ZVgxIBcLIyprCy4aoRaW8lw86gt993G05l8drmeGzMDPlq8TBG+Nh16ThV9QqSC6svum4KqkjMr6a4uqHd/XrLdehtaI/Qr5p8bm9BTFa53ocK+v3CTcgqreXunyO15HnLcA8+unXIVT2ntoKzz/96hp8Op2FmJJdexgaYGcoxNzbA1EiOuZEcUyODi+uNDDTLNNsYSsvNjQ0wNpAhTUB7Bm1nmdTRoFRhbHB1g423jfAk2M2KR1dHcfv3x3lp9iDuG+/b6WtiaWLIMC9bhnnZNlteWFnPV/susOKYfjXY/uev8/hHErpSpWZnQgHLjqRxOqMMAf1pOZfyC/f1KX9HUFLdwF3LImlQqBjpY8fJ9FKenOp/tU+rzYddqRaJy6nQvne2MkYmCNQ2qqhtVKJo6S9qBzIBzIyaDwRN5G9mJMe8aZ1mIDA31gwWOv9rB4umQUSzrVwmtJllAjDug30sGeXFktFeHL1QctXus2A3a/54fDwv/HqGd7af43RGGR/eEoalSddTGIurG1h/MotfjmeQV1GPXBBQ6fEU9MdlOo9/lMulok7B+pOZrDiaQU55Hd72Ziwd64OJoZw3tyZQ3wkf3rUw5b8UahqULP7hOOfzq/jo1iE8v+EMNw/34P2bQq/2qbXprrA2NSDc05YTaSXUK9QYyASGetkwfqAj4/0dCHazokGpprZRKZF8g+ri/40qahqV1Gn+v7hc+lvToKJOobOfQqnZX9VqtnApGBvIaFCqWy2XCWBiIKNW0XpdE4zkMh64zpeZwS7aWUbTXyODnsksEUWR7w+m8uHORLzszPjmjmEMcrHq1DFisspZeTSdbbF5NKrUjB/owJ1jvKmpV/DK5oRr+lnqTvzjfehpxTUsP5LGr6ezqW1UMWaAPfeO92XKICfkmoj771HZPLPhDCD57i5lBfV2/+flolGp5r4VJzlyoZjv7hzB3vOFbDydzb4XJuHeCyynSw2oDUoVpzPKOJxczOELxcTlVCCKYGliwJgB9kzwd2CCvyPe9mbd4lZRq0XqFPoHhKaBoKZB1WzddwdTATAykNGoVGMkl+FgYYSxoZzaRiUFle37mPXBQCa0mBHIMTM0kP7qkH+zbVq4oKRZR/P9TA3lCILAidQSHl8bTVW9gvduDOWmYR7tnk+9QsW22DxWHksnNrsCcyM5twz34M4x3gx0stRu90+Y7XYX/pGELooix1JKWHYkjT3nCzGUybg+3I2l43wIdrPWf07v7Gb6YCfevynsksf3fWm7XjeNAKR9MPfyTv4qQ60WeXZDDJtjcvnPzaGM9XNg8n/3s3iUF/9eEHK1T0+LzpBAWU0jR1KKOZxczKHkYu1g7GFrygR/B8YPdGTcQHtszIyuyLnXNaoY9d5uJg9y4rPbh7a5XXv32Y93j6CmUUVdo2awUKioaZAGkTqd2cbFv00DipKaRpU2l7wjEAQ08QUDahqUzQbSiQGO2JoZauMVZkZyymoV/B6dQ7VOYdK8MFfuGO2Nk6WxNIgYyzEzlGPQS/LV+8qgck0HRVv+CE9P80cElh1O43x+FfbmRjw5xZ8lo71wsjRp91i2ZoaU6cmx1gdLEwMq65Wtlvd1v58oirz75zk2x+TywsxAFo704oVfzyCTCTw2eeDVPr1muGGoe4cfOFtzI+aFuTEvzA1RFEkvqeVQchGHkovZdiaPtZFZCAKEuVszXkPww71te8yF8WdcHpX1Sm4f2b4ERlt+dlcbE6YGOV/WOShVamoVGvJvGgg0g8LFAUAif8nNpNRuX1mnYM/5QgAOJBUhE8DO3Iji6sY2P29bbB7bYluXqBgZyJrFJHRnCy3/1w1cawcQ4+bB7aZtOxPUvlYkLfo0oev7EV74LRaAQS6WfHhLGNcPccPEsGPZArZmRpTVtn1DNuF0RilVesjc1FDOCzMDO/ENeh++P5jKT4fTuGesD49O8iOtuIZN0TncPcYHZ6v2B8S+AkEQ8HUwx9fBnLvG+KBUqTmTXc6hZMmC//ZAKl/tS8HUUM7oAXaM93dkgr8D/k4WCILQLZbcupOZ+DqYM3pA+6mAbVVzetiYIoriZbmLDOQyrOQyrC4jwLnrbAEPrTqFWqQZmZsby3nougHcONSDmhbxCmnQaB67aPq/aUZR26iisKq+VZxDqe5cULu9wHWTO8ncyIA1kZnXhKRFnyZ0falrAA4WRux4akKnb3YbM0MySmrb3aa8tpEn18Zop8HOVzkfuzvx2+ls3t9xnrlhrrw+bzCCIPD5nmSM5DIemeR3tU+vx2AglzHc247h3nY8PS2AynoFx1NKOHxBIvh9iWcB6bf2tDXlTHaFNlumK5bchcIqTqaX8fLsQZe8R/VVc4a6W/FXQgHv/XmOf80J6tHUyvZwobCKQ8lF6OPYmgYV3+xPxcvOvFufiUaluhnptwxc684kmgLWLbeprFOQX1HXbDCpbyMI3ddSJ/s0obd1sdub9rUHWzMjYrLK21wviiIv/BZLXoX0uRMDHFlxb0SXPqu3Ye/5Av5vYyzjBtrz8W1DkMkELhRWsSUmhweuG4Cj5aUrBfs6RFGksk5JcU0DNmZGjBlgj7+zJbFZ5fyVkE9BZYPeQGVnLbm1kVkYygVuHt5+QLEJLV1Loijy5h8J/HAoDTtz4ys62CpVavacL2TlsXSOXCjBSC7jpmHuHEwqavXc9YSFa2Qgw8hA1q3Kj0VVDYz7YC+Nqtak3tdcqH2a0NvL473l22M8NyOAsX4OHT6ejbkh5bWKNqeyy4+ms+tsAdcFOHIwqYiFIz31HKXvISqzjEdXRxHkasm3dwzXFrR8ujsZU0M5D13Xd63zukYVJTUNlFQ3UlLTQHF1o/R/dQMlNY0UV19cV1rT2Gaeuo2ZIX6O5qQU1ehd31FLrkGpYlNUNjMGu3SonF4fBEHgjfnBlNUq+M9f57ExM2RRRM/KUZdUN7DuZBZrTmSSU16Hm7WJJsbiiYOFMb4vbde7X2+3cKMyy3j0lyhUajWGcqHZ798XXah9mtD1+RdNDGXMH+LGoaRiFv9wgnED7Xl+RiBDW1Sp6YOtmRGNKjW1jSrMjZtfmrjsCt7/8zzTgpwxlAvYmhkyNcipjSP1HVworOLe5SdxtjLh53sitAUj5/Mr2R6Xx2OTBmJnfmUyPzoCpUpNaW0TKeuS9EViLqm5SNo1jfrzw00MZThYGGNvYYyrtQkh7lbYWxhjb26kWW6EvbkxDhZG2JobaZUD20pX7agltzOhgLJaBbdHXJ4xIJMJ/PfWIVTWK3jl9zhsTA2ZHdr9fWXOZJWz4lg6285IueNj/ex5bd5gpgU5NctOsbfQHxDtrRauKIr8ciKTf29NwMXahD+eGE9yQXWfyHJpD32a0PX5F5t+hHqFil+OZ/DN/hRu/Poo04KceG5GIEGubRdD2GqmcWW1jc0IvapeweNro7C3MOLlOYOY9elB7hztc9VLsy8XeRV13PVTJAYyGSvvjWjmVvl0VzIWRgbcP8G3R89BFEUq65Vai7mkWseK1ljWxTrrymr1ZyHJZQL25kbYW0gk7G1nJhG0hZG03Fz6v4mszYy6duvrMyI6Y8mtPZGJp50p4zoxc2wLRgYyvl4yjDt+PMFT62KwMjVk3MDLP269QsWfcXmsOJbBmaxyzI3kLBzpyV1jvPF3tmy1/e/R2ZRUN7aquO6tFm69QsUrv8ezMSqbSYGOfLowHBszI4LdrPscgbdEnyZ0aDt1zcRQzv0TBrAowoufj6Tx3cFUZn92iHlhrjwzPQA/R4tW+zTlIJfXKvDQGPSiKPLypjiyy+pY9+Bo9icWoVCJ3DayY/7P3oo1JzJ4fUsCSrWIo6Ux0ZnleNubAxCfU8FfCfk8Pc2/S3nZ9QpVM1dGW26O0hppfVtuDmtTQ4mEzY3xd7Jg9AA7rdXcZE03EbiViaFeWdbuRntGxKWQVlzDsdQSXpgZ2G3namZkwLJ7RrLwu+M8uPIUax4YzRBPmy4dK6e8jtXHM1h/MouSmkYGOJrz1vXB3DTMXW+pvyiKfHMghQ//SmTMAHuuD3fly70pvc7C1c1KcrIyxkAmkFNez5NT/Xl6qv8VuW+uFPo8oV8K5sYGPD7FnztH+/D9oRR+PpLOn3F53DzMg6em+eNha6bd1lZDXrqpi+tOZrEtNo8XZgYywtuWV3+PZ4iHdafLnnsTfj2Vxaub47XZCUVVDc0yNT7dnYS1qSH3jpes8yY3R6nGlaFL1tL7i/9fjpvDztxIa0Xbmhn1WA745aIz+e+6WHcyE7lM4NYOBkM7ChszI1beF8HN3xzlnp8j+fXhsQx0am2w6ENTAd6KY1J8CGBqkDN3j/Fh3ED7NjNoVGqRN/6I55fjmVw/xI2Pbg3D2EDOogjvbvte3YGWqc1NQe37J/jy7PSAq3lqPYJrtlK0LRRXN/D1vhR+OZGBKIosivDi8ckDcbIyIbmgiumfHOTzRUO5fogb5/MrWfDlESJ87VixNIK4nAoWfHWEd28MYcmo3nXjtoRSpaagqoG88jpyyuvILa8nr6KOzNJa9icWdegYfo7mlNY0Ul6nQN9tIpcJEgm38DtLpNx9bo5rAY1KNWM/2MMwL1u+v0tvkd9lI724hlu+PYqhXMZvj4xtV6KhukHJ71HZrDiWwYXCamzNDFk40oslo7zwtDNrcz+QAs1PrI1m97kCHp7ox4vdOOPoblyLEh3XdKVoZ+FgYczr8wdz/wRfvth7gTUnMtlwKou7x/hwi8ZyKq9tpLZRyWOro7AyNeTj28KRyQTWn8rSBl27Cx0tUmm+nQmPThrIEE8bcsvryKuoJ7WomricCuJzKvWmX3UFuhkd/k4WjPWzZ+xAB/wczbE3N8ba9Mq4Oa4F7DlXQHF1Y49mo/g4mLPi3ghu/+44d/50gt8eHtsqoH2hsJpfjmfw2+lsqhuUhLpb899bhzAvzLVDBXilNY3ct+IkMVnl/HtBMHeN8emhb9M9+Ke1TPzHWegtkVFSw6e7k9kck4OxgYx6hZoHJvhSVqtgY1Q2q+8bxdiBDtQ1qoh4dzfTBzvz8cLwbvnstgSm3ro+mKFeNiTkVhKbXcH+xEJSi/Wny3UU7aXcNcFBk6kwLciJiYFOJOZXkpRfzfn8ymYyB06Wxtq2Yk1d4f2dLPubBbeDO386QUphNYf+b4pWEK6ncCK1hLuWRTLIxZLVD4zG1FDOnnMFrDyWweELxRjJZcwNc+WuMd6Ee9p0uDApo6SGe34+SW55HZ/dPpRZIS49+j0uF8dSSlj0w3G96/ot9GsU3vbmfLIwnEcm+fHx30n8lZDPD4fSAHjwugGM1WQN7IjPo6pByW3dmHveVpOGFzfGdvgYAxzMCXG3JsDZAkdL4zbdHMuPpPHm1rPcPtKTUb52/Ov3+FYDSVOWz+eLhjZzj4iiSEFlg6atWCWJ+dUkFVSx6niGVgJWEMDLzkzbO7K/WfBFZJXWcvhCMU9N9e9xMgcYNcCerxYP4/6Vpwh5YyeOlsYUVTXgam3C8zMCWDjSq9OFYmeyyrl3+UlUosiaB0Yx3Ltr3YuuFL7Yk8z/diUBkmtQpdbNL5f1yuyb7sA/ntCbEOBsybd3DsdHp0Bi4+ls3G1MuT3Ck/Uns/C2N2OUb/fdyO1N+7zszAh1tybUw5oPdpzXu40A7H1+0iU/Z+uZXN7adpbpg51554YQDOSSaJGuq+fGoW58uS+F1+YNbuXrFgQBF2sTXKxNmBjgqF2uUotkltY2I/nz+ZXNmgUbyWUMcDRvRvIBzpZ42JpetZL1K40Np7IQkDoAXQnEZkuVrU0oqmrgq8XDmBns3CVlw73nC3hsdTQOlkYsXxqhN0Ost0ChUnPbd8eIziwH4Ns7hlGvUPPRzkStL/2xKQN7RfZNT6Cf0HVQr2OxfrFoKKuOZ/DGHwm88UcCAM9MC+hWEmqr0tXdxpSDL04GpFSyj/9O0usX74iVdTi5mGc3xDDC25YvFg3VPtC6mRqiKLLwu+M4WxmzZFTHfbxy2UWRq1k6qrr1ChUpRdXa3pGJ+ZWcSi9jS0yudhsLYwP8nS0Y5CIRfJNlb9/F6sneCqVKzYZTWUwKdOrRIpsGpSZ3/GgGMVnlmBnJuWO0F0qVyLqTWRy+UMSc0M67SNZGZvLK73EEu1nz0z0jLqlYejVRVNXAyHd3a9/veuY6bd78DUPdKa1pZOS7u6lp6Fwzkr6EfkLXwdvbzmr/nz/EjXlhrhxKLuauZZEAfH8wBV9Hc+aFunZLMPBSRSp/nMnlld/jALFVWTJARV0jRy8Ua91CLRGfU8FDq04xwMGCH+8a2WbQ68iFEiLTS/n3guAOK1O2BxNDOcFu1q105yvrFSTrkHxiQRV/xeezNjJLu42DhRGBLUg+wNmyVeVuX8G+xCIKKht4e0HPWOe55XWsOZHJ2shMKXfcwZw35g/m5uEeWhVFBwtjvtx3AVszI16cNahDxxVFkU92JfH53gtMCnTkq8XDevVvEJVZxk1fH9W+P/3qtFbGgZ25EWP97NkWm8uLMwOvyRli7/2FrjC2xeay+kQmILk7QHI1jPWzx8nSmMKqBjxszXhybTRf77vAczMCmRbkdFk3RVtFKlODnHh2fQybonMY6mXDpwvDic4sb7bdveN9WBeZxV3LInnvxtBWvn0pgBWJjZkRK+6NaFPMSBRF/rcrETdrkx7XprEyMdSqGup+flF1gzb4mlRQRWJBNesis5oNdJ52plp3TZP7ZoCDRa/NVW/CushMnCyNmTKo+2QiRFHkWGoJq45l8PfZAtSiyNRBztw1xpvxAx1aGRvPzQigtLaRr/enYGtmxAPXDWj3+AqVmpc3xfHb6WxuG+HBuzeG9to4iCiKrDouFckBeNubsfPp69o0TOaHufHixlhisyu6XIDVEVytZhn9hI5Efi9vjGOolw1BrlZsPXPRNXAouZjCqga+vWMY0we7sC02l092JfHAylOEe9rwwszAyyq3blmkciq9lNmfHSKvop6np/nz+OSBGMhleNu3liG9dYQnj62O4sWNsaSX1PD8DCkfuKiqgTt/ikSlFllxbwQu1m1Pk/cnFRGdWc57N4ZeFSkDQRBwsjTBydKE8f4Xr6NaLZJdVteM5BPzK9mfWKTVxDaQCQxwNCfA2VLruhnkYoWHrelVT6fcHJ3DBzvOkV/ZgKWxAdti8y77ga5pULIpOoeVR9NJLqzGxsyQ+yf4csco73ZzxwVB4O0FIVTUKnj3z3PYmBlyaxv+/OoGJY/8cppDycU8Pc2fp6b691pLtl6h4rlfz7Bd0zTjpmHufHTLkHYDzzODXXhlcxzbYnN7jNCvZrOMfzyhNyhVPL4mGkGQ/Oa/nsqmql6JUqXGQC5j/cks7M2NmDLIGblMYEG4O3NCXdl4OpvP9ySz5McTjBlgz/MzAy4r8q9Qqfl8TzJf7buAh60ZGx4aw3Dv9gXFrEwMWXbPSF7fksDX+1PIKKnlzeuDuefnSIqqGljzwKh2KwabptUetqbaHPzeAplMwMveDC97M2YEX/T9NirVpBZXk5hfpfHRV3Emu7xZJxxTQzkBzhYXXTcai97RwviKkFPLB7qqQXlZD3RKUTWrjmWw8XQ2VQ1KQtytOt28RS4T+HihJOb10qY4rE0Nm11XgMLKepYuP8n5/Co+vDmsWzO6uhtZpbUs/O4YuRX1ALw6N4j7J7Q/8wCwNjNkgr8j22PzeHl2UI8M/G1lr12JZhn/eEL/z45E4nIq+O7O4XjYmmlT9yrqFIjA7nMF3DPWp9nU3lAu4/YIL24Y6s7ayEy+2neBm785xuRAR56bEUiIu/6epW0hrbiGp9fHcCarnFuGe/Dm9cFYdNBfaSiX8d6NIfg6mPHen+fZHicR289LR15SYXL3uUJisyv48JawXu+6aIKRgYxBLlatpBdqGpQkFVRpMm2kv3vPF7HhVLZ2G1szw9b5886Wl9WxRx+644FWqUX2nS9kxbF0DiUXYygXmBvqyl1jfRjaidxxXRgbyPn2juEs/vEEj6+N5sEJvvwenUtueR2OlsY0KtU0qtT8ePcIJgf2XiXRA0lF3K2JawF8s2RYp5Qm54W5svd8IdFZZT2Sfnk1i5n+0YS+62wBy45I7dZmaqwVW/MmPRcF+xMLUarFNi0VE0M5S8f5snCkJ8uPpvPdgVTmfXGYOaEuPDs9oFlXc30QRZH1J7P497azGMol5bw5XZBAFQSB+8YP4MO/ErXuCI9LZFSo1SIf70rCx96Mm66BFC5zYwOGetm2GsRKqpvy5y9a9BujmjcvdrcxJcDZQkvyAc6WDHSy6JIL6lxeZZsa/R15oMtqGll/KotfjmeQXVaHi5UJz00PwNrMkO8OpLIlJveyfLLmxgYsv2ckMz89yJf7UrTLC6skjZPnpgf0WjJXq0W+2ndBm18OsPGRsZecybbE9MHOGBnI2Homr0cIva3stSshJfyPJfSc8jqe//UMIe5WvDznYuT/ouJiI+tPZhHuaUOAHslQXZgZGfDopIEsGeXNT4eknpx/xedzw1B3npkWoNe/WVbTyEubYtmZUMBYP3v+d9sQXK279oOLoshbWyXlxLlhrpxILeWmb47yzZLhzfzSutiZkM+5vEo+WTik13Rd7wnYWxgz1sK4WaMTURTJKa8jMb+KxIIqkvIlq/7whWJtJpFcJuBjb8YgFyuN28aCQBcrvOzMWvloaxqUbIvNZW1kVrsdr9p7oONzKlhxNJ0/zuTSoFRLxV9zgpg+2FlyD3SjT9bW3Ii2PA3rTmbxxFT/Th+zp1FRp+C5DTHsPic1pnayNGb9Q2PwdTDv9LEsTQyZFODIn3F5vD5vcLe7XV6YGchLm2KbtbW7UlLC/0hCV6jUPLk2GpVa5MtFw5pZYk0ul32JhSQXVvP+TaEdPq61qSHPzgjk7rE+fHsghRXHMvgjJpeFIz15Yoq/Njh5KLmI5zacobxWwStzgrhvvO9l3VRf7bvAymMZPDDBl1fmDia7rJb7lp/inp8jeeeGEG5voR+iUot8sjsJP0dzrh/S963zzkIQBDxszfCwNWNqkLN2uUKlJr24phnJJ+RW8Gd8nlaczMRQhr+TZMUr1WqiMsvIKpWsMX8nC16fNxgTQxlvbzt3Sc30RqWaHfF5rDiaTlRmOaaGcm4Z7sFdY3wIdLloRPSET1ZfKz2QBos/zuQyOdBRr2Tu1UBifhUPrTpFuqbfb7inDT/dPeKyahbmhrny99kCTqaXMmqAfXedKiANsqnF1Xy+5wIgzQD7s1x6EB/vSuJ0RhmfLxqKT4sRvklC97sDqZgaypkX1nkXiL2FMa/MHcx94wfwxd5k1p/M4rfT2Swc6UlVvZLfo3MY6GTBz0tHtsrV7izWRWby37+TuHGoOy/PDgLAw9aMXx8Zw2Oro3hpUxwZpbW8MOOiIt622FySCqr5YtHQK1KK3ldgKJfh7yz51Qm7uLy2UcmFQikQG5VZxtrILOJyKlrtb2NmSGpxNYEuVtw/wZffTmeTX1HfykWSX1HPmhMZrInMori6AV8Hc16fJ+WOW5u2JtHu9smq1SLmxnKq9RTYyAR4cm00RnIZE/wdmBniwvQgZ60r8krjjzO5vPDrGa3ExMxgZz5dOPSydYOmBTljYihjW2xetxM6gIeNNCt/ZloAT027cjOefxyhH0gq4pv9KSyK8OR6PaqJNhoLXakWWRDu2mUrpaWovqFMxspjGdr1ax4YddlVd38n5POv3+OYGODIh7eENbPyrUwM+fmekbz+RwLf7E8hs6SW/902BAOZwGe7kwl0tmRuD7QsuxZhaihHFOF0Rhl/aFJaB7lYMjvElcFuVuRVaNw3+VVsicmlqj5Tu6+LlQl+ThYk5FZw5EIxJ9JKySytRRBgSqATd431YYKe3PEmFFbVYyiXdVsD4waliuc2nKG6QdVK40QQ4L0bQ/BzsmRHXD47E/LZc74QuUxgzAB7Zoa4MDPY+YpUiypUat7/8zzLjqRpl90z1ofX5g3uFiPE3NiAKYOc2BGfxxvzB3e72zGluBoAS5MrS7H/KEIvrKzn2fUxBDpb8vq8YL3b6GaXdLXQpi1RfQBzIzk1jSqmf3yQhyYO4J6xPl3SCT+ZXsoTa6MJ9bDh6yXD9BZ+GMhlvHtDCL725ry34xw55XV42ZlqlRsnfLiv13SV6Y2orFewJTqHNZFZnMurxNRQzvVD3Fg0yoshHtZ6M01EUSS/sl7KtMmvIjpT0lU5mNRcg14uCBjKZZzOKKO6XkmgiyU+9mbNiOV0RhmPrj6NWuyeBsYVtQoeXHWKE2mlvDx7EE6Wxvz37yRtAE8UYXtcPj/d7clIHztemxdEXE4Ff8Xn81d8Pq9tjuf1LfEM97JlVogLM4NdLqmd3hUUVtXz+JpoItNKtctemzeY+8Z3bzvEeWFu/BmXz4m00m5p3aeLNI2yaa8kdEEQZgGfAXLgR1EUP2ix3hr4BfDSHPO/oij+3M3nellQqUWeWhdDbaOKLxe3PWXTfUhH+nQuet4EfT5PABdrE46/PJX4nAo+3pXEh38lsuxwGo9OGsjiUV4dzilOzK/ivuUncbcx5ed7RrZbki0IAg9cNwBPOzMeXX26WdDuShY89BWIokhUZjlrIzPZFptLvUJNiLsV794YwvVD3C45YxMEAVdrU+oVag4lFXMkpRiQLPqJgY4EOltqBM2kgOzfZ/O1naOMDGQMdLQgwNmCqMxyMktrMZAJbHn8YgPjnPI6jA1kvH9TaKd+s5zyOpb+HElacQ2f3R7OgnBp3xuHeRCXXcH8Lw8T6m7NIY32z2e3S+64MA8bwjykArrkwmp2xOXzV0I+72w/xzvbzxHibsXsEFdmhbh0i2jX6YxSHl0dpTWCjA1kfLowvEcaYE8OdMLMSM622NzuJ/TiJkK/snGISxK6IAhy4CtgOpANnBQE4Q9RFM/qbPYYcFYUxfmCIDgCiYIgrBZFsXUb8KuEL/de4FhqCR/dEqa30W0TUouqtf93tQilLd9mgaYIIsTdmmX3jOR0Rikf7Uzk39vO8uOhVJ6Y6s8twz3aLbPOLqvlrmUnMDGUs+LeiFYNDNrCrBAXTAzl1DZenYKH3o7y2kZ+j85hbWQmSQXVmBvJuWmYB4tGehHq0bE4h0otsj+xkBXHMjiYVISBTGBOqCt3j/VmmJet3vupXqHiQmG1NqUyNruCzToiZkq1yO3fHSfAxZLrAhxZG5lJg1LNhDayl/ThbG4lS5dHUtugYsW9Ec0yfgBCPawZ4mFNbaOKl2cP4v0d57E2NeSdG0K05ywIAgEa6YWnpvmTXlzDzoR8dsTn89HORD7amYi/kwWzQ1yYGeLCYFerTj0/TSX8b287q52J2JoZ8uPdI3pMqtfUSM60IGd2xOfz7wUh3SZvoFKLZGgCuFamvc9CjwAuiKKYCiAIwjpgAaBL6CJgKUi/oAVQCihbHuhq4VhKCZ/tSeKmoe6XrIj89bRUiDKgC+lQAFX1CkwM5Xot9JY+z+Hedqx9YDRHU0r4aGciL2+K47sDKTwzPYD5YW6t/KqlNY3ctSyS2kYVGx4a06npbqNS3YrMm5BbXnfVtCeuJkRR5GR6GWsjM9kel0ejUs0QTxv+c3Mo88LcOixGVV7byIZTWaw6nkFWaR3OVsY8My2ARRGeOFm17282MZQT4m5NiLs1OeV1PPLLaQDuHuPNnFBXkgurtcVSf8ZdrIYd/s5uHC2NL+rPa/76O1s0c+EduVDMQ6tOY2FswK+PjGmzF+4do7154bdYhnja8NDEAXx3IBV7cyOenaHfrePjYM5DE/14aKIfeRV17IyXLPcv913g870X8LIzY1aIC7NCXAj3sGk3i6uuUcUrv8exKTpHu8zLzozlS0cyoIeleueFufLHmVyOXChmUjfl3+eU1WljHt1dtHYpdOSOdQeydN5nA6NabPMl8AeQC1gCC0VRbBXFEQThQeBBAC+vnmvFpYuS6gaeWheNj705b+tYHPqgVKnZqCH0rozWkWmlPLshhjqFCgOZoC3ygbZ9noIgMG6gA2P97NlzrpD//p3IU+ti+HpfCs/OCGDGYGcEQaC2Ucm9y0+SXVbHqnsjCHLtXJPqDaey2lwnAs//ekZ7vte6K6a0ppFNUdmsjcwkpagGS2MDbh/pye0jvRjs1vHrGp9TwapjGWyOyaFBqSbC146XZgUxI9i50/fP0ZRiHl8TTaNSzfd3DteW5etmYIiiyNGUEpb8eIJBLpaEuFuTVFDF6hMZ2pxnQQBPWzMCXSw5mysVOQkC7HhqQrsGwPwhbryz/Ryrjmfw5aKhlNco+HzvBWzNjVg6rn3ftau1KfeM8+Wecb4UVzew+2wBO+Lz+flIGt8fTMXFyoSZwc7MDHEhwseuWZwgs6SWh345zfn8SuzMjSitaSTc04Yf7x6BwxWQUp4Y6KjV2ukuQk8tvjjL740+dH0M2LJv3UwgBpgC+AG7BEE4JIpiZbOdRPF74HuQWtB1+mw7CbVa5NkNZyivU7B8acQlLa79iUUUVjVgZ25EWW3HvUWNSjWf7E7i2wMpeNmZsfGRsWSV1nbK4hUEgWmDnZkyyIntcXl8siuJh1adJszDmqem+rPqeAax2eV8c8fwTqdZ1StUfLn3Aj72ZhRU1lOnU/BgbCBDpVI3G3zg2nPFNCkUro3MYmd8Po0qNcO9bfnoFj/mhrl2ODDdlDu+8lgGpzPKMDWUXDN3jfHu9CDbdF4/Hkrj/R3nGOBowXd3Dm/TFy0IUraJpbEBI3xseecGqUZCpRbJKq29mD9fUKUVrJI+A6b8bz9+jhYXtW00f91tJCEzE0M5t43w4Ocj6RRVNfDujSGU1zXy1taz2JoZdfg+cLAw5vYIL26P8KKiTsHe8wX8FZ/P+lNZrDiWgZ25EdODnJkV6oJCqeaF32JRq0UGOEgtEmcMduaz2y8/LbGjMDaQMz3YmZ0J+bx7Y0i3CNSl6rR67HU+dCSLXDfdwwPJEtfFUuADUWpQekEQhDRgEBDJVcT3h1I5kFTEOzeEdMjy2nAqCwcLIxaEu7PqWAaiKF7SD5hcUMXT62NIyK3k9pGevDZvMObGBgz3tu0SGcpkAvOHuDE7xIVNUTl8ujuJ+1ZIvVdvGuqulSjoDNZFZpJfWc/q+0dRVNXQaqB5Zn2M3v2uhUa6xdUN/HY6m3WRmaSX1GJtasjiUV4sivBqVrxzKRRU1rP6RCZrTmRSXN2Aj70Zr80bzC1t5I53BDUNSl7cGMv22Dxmh7jw0a1DLqnhI5MJhHlaNwtuy2UCPg7m+DiYMy3ImTf+iAdgdogLD0/0I72kRpt1o5t6CVLWlb9GrdLYQIZSU17/1oIQPrt9KEt/Psnzv57BytSAKYMuFmF1xEVnbWrIjUM9uHGoB7WNSg4kFrEjPp9tsbmsbzFjrCpSdmtaYmcwP8yNTVE5HEoqZtpg50vvcAmkFesSeu+z0E8C/oIg+AI5wO3A4hbbZAJTgUOCIDgDgUBqd55oZ9EUcJwb6tqhLjxFVQ3sPV/IveN9sTM3olEl+ZzbsurVapEVx9L5YMd5zI0Nmk2TuwMGchm3jfTkbF4ly4+mA7ApOofimkZemBHY4UBdXaOKr/anMMrXjrF+9giC0OzBa1Cq+L+NMm3hhi5E4J1tZ3nwugGX9AX3JqjVIkdSilkbmcmuswUoVCIRvnY8Nc2f2SEd624PF33sK46lszM+H5UoMjnQibvGeHOdv+NlVfemF9fw0KrTJBdW8X+zBvHwxAEdDiKGe9rw3YFU6hWqZt+lrlHFk+ui2XW2gIcn+vHiTKmYbIinDQt09q+qV5CsKZRqev19toDSGmlWuuJYBptjcgl2s8Ld1pRjqSL3Lj/Fz0tHMjnQqUvysGZGBswOdWXsQAfKahs5lFzcapv8inq2xeYyeZDTFfU9jxvogLWpIdtic7uF0JtcLqaG8iuuI39JQhdFUSkIwuPATqS0xWWiKCYIgvCwZv23wNvAckEQ4pBcNP8nimLrX+wKoby2kSfXxuBmY8L7N4d26EH5PTpbEuIa4cnpDCn/tay2US+h51fU88JvZziUXMyUQU785+awTjfd7Qh+PJTK8qPp3Dnam3/NCWLlsXS+OZDC/C8PMyvYhWdnBFxSZ2b1iQyKqhr4ctHQVtdBqZFA0EfmxgYyQt2t+PloOquOZ7AowouHJg7ost7MlUBhZT2/ns5m3clMskrrsDUz5O4xPtwe4dWujHBL1DYq2Rydy8pj6ZzPr8LKxICl43y4Y7Q33vZdC5brYu/5Ap5aF4NcJrDi3ggm+DteeicdDPGwQakWic+pYISPlAFSWtPIfStOEpNVzr8XBHPXGJ8297c0MWSYly3DWgiZFVc38OXeCyw/mo4gQG2jqlkgdunPJwEwMZBR3+Ke6YiL7nx+JQ+vOk12WR33jfdl7/lCMktrWRThiYDAzgQpsGoklzFuoD2zQ1yZNti5w5lcXYWRgYxZwS6aNFXVZXftulo56NDBPHRRFP8E/myx7Fud/3OBGd17al2DKIq88FsshVX1/Pbw2A6N9E2qh8O9bRnoZEGKJnWxvFaBR4tU9G2xubzyezyNSjXv3hjC4givHtHY3hydwzvbzzEn1IU3rw9GLhN4aKIfi0d58dPhNH48lMbOs/ncEO7OU1P9W0kYgDSl/2Z/CuMHOrTyu6vVIi/+JomDAdwy3INjKSWtptDpxTV8vf8CvxzPYM2JTG4b6cHDE/3wsO3+gpKuQKUWOZhcxNoTmdrm1GP97Hlh5iBmBjt3yieaXlzDquMZbDiVRVW9kiBXK/5zcyjXD3HvFp+uWi3y+d5kPt2dTLCbFd/eMbxLhTnhXjYAxGSVM8LHTtOd6iS55XV8s2Q4s0K6NlN0sDDmtXmD2XW2AF8Hc365fxRqtSRkti+xUNsVqCWZN6E9F92WmBxe2hiHpYkBL80exDf7U1CJIusfHK0dlN66PpjorDL+ipfSIfdtjEX+u8AoXzttIZNzD80U5w1xZf2pLPYnFnX5+oE0S2rSaO+1hN6XsPxoOrvOFvDq3KAOdSSRiPMsxdWN2Jg2sjk6R5teqBsYraxX8MaWBH6PzmGIpw2f3Dakx1KqDiQV8fyvZxgzwJ5PFoY38ylamhjy9LQA7h7TJAAmKfTdNsKDJ6b4N0uNXHksg5KaRp6ZHtDs+KIo8tqWeG2a2HBvWz68OUyvC8HHwZwPbxnCE1P8+eZACutPZrEuMotbhnvw6KSBeNlfHWLPq6hjw8lsNpzKIqe8DgcLI+6f4MvtI706pcCnVoscSCpixbF09idKueOzQ125e4w3w7315453BRV1Cp5dH8Oe84XcNMyd924M7bIl6GRpgruNKTFZ5ZzJKufe5SdRiSJrHhh12TnbcpnA4lFefLQzkZSiavwcLfC0M+OuMT6M9bPn1m+PUVmvbCYZ0AR9lrRCpea9P8/x85F0RvpIcaW3t53FydKkVVqiTCZoWxT+a04QCbmVUpVqQj6vb0ng9S0JDPOy0RYydWeV6pgB9tiZG7EtNveyCL25//zKi5sJotjjySZ6MWLECPHUqVPdcizdAI0IDHa1ZPuTEy75MLb0BYLk93pq6kA++CuRzxcN5fohbpxILeHZDWfIr6zn8ckDeXzKwB7zjcVklbP4h+N425uz/qHRl5xhFFbW89W+C6yJzEQQBO4Y5c2jk/0wNpAx4cN9hHvasHxphHZ7URT5YMd5vjsohTgMZALbn5zQ4QBhbnkd3x1IYe3JLFRqkRvC3Xlssl+P5wuD5CLan1jE2shM9iUWohZhgr8DiyK8mBbk3KkmHeW1jfx6KptVxzPILK3FydKYxaO8WBzh1e3xgia1wOyyOt6YP5g7Rntf9kDx2OootsflYWoox8HSiOVLI7qlUhOkeNLYD/Zw52gfXp8/uNm6mKxybv32KEqV2CzVTUCKuUwMcOSVuUEEOFtKJfyro4lML2XpOB/cbUx5989zhHlIaomdSUu8UFiltdwTcqXkuWA3K2YFuzA71KVZ74Gu1lT86/c4fo/K4fRr07okxwGwPTaPx9ZEYWQgY5SvHavua57h3R31HoIgnBZFcYTedX2d0PWRsomhjA9uCrvkhRr3wV69QvQuVibkV9bz6twgiqob+P5gKt52ZnyyMPySXYAuBylF1dz67THMjeVsfHhsp4glu6yWz/ck89vp7GYVoX88Po7UohrtTWRhYkBVvRJ/JwuSC6t5dJJfhzvB66Kgsp7vD6ay+kQGjUo184e48fjkge1W4XYV2WW1bDiZxYZT2eRX1uNoacxtIzxYOMKr0zOEs7mVrDyWzuaYHOoVaiJ87LhrrDczg126bZDWfWhtzAyprldiY27EN0uGad0Ll4sp/9tPalENbtYmbH58XLcLZj25Npp9iYWc+NfUVuR2OLmYu5adwEAmQ6FS42ZjyjPT/CmvU/D5nmSqG5T4O1mSXFiFkUam4GxuJT8cSmP6YGc+v8y0xKzSWq3lfjqjDAA/R3Nmh7hibCjj630XmqXmmhrKOySVcDSlmMU/nODLxUOZF9ZauK8j+HJvMv/9Owk3axOGetny1ZJh2nVtGZCdlXG4pgm9LVJ2tzHlyEtT2t3X96XtrRLq4aK10YRFEV68Ojeow5WDXUFBZT03fX2UeoWK3x4Z2yXhfpCkC97aepYDGjGoOSEu7E0sbCa2LxeksmozY0P+fqbtDukdQVFVAz8eSmXV8QzqFCrmhLjy+JSBXcrJ1oVCpWbPuULWnczUfpeJAY4sivBiyiCnTpFvo1LNzoR8Vh5L52R6GSaGMm4c6s6do306VUjUEeh7aGUCvDl/MHeNvXxxqaY+sJ/vlbS2dXVZuhMn00u59dtj/OfmUBaObJ0l9mecZIlOCnDk+7tGaH+PsppGRry7W+uSmT7YGbVaZM/5Qu4e483r84O7NS2xoLKevzUSBCfSSvW6gqBjfKBSi4x+fw/DvWz59s7hXTqfZ9fHcCy1BKVaZFqQE+/fdFGH+XK4ShftEXqf96Ffjla0lakhFXUKPcsNqKiTlAt+vGtEt6QytYeKOgV3L4ukvLaRdQ92rQtLEwY4WjDEw5oDSUW425jyZ3x+q21UIhTXKFh1+9DLjug7Whrz8pwgHprox0+HU1lxNIPtcXnMGOzMk1P9O91fNbOklnUnM/n1dDZFVQ24WJnwxBR/bhvh0elAbGFlPWsipdzxwqoGvOzMeHVuELcO98TarGf8m/qE2dQifHcw7bIJXaFS8/KmOH47nc38IW5sPZNLckH1pXfsAkZ42zLIxZKVxzK4bYRnKxfRnFBX3r0hlH/9HscLv57h49vCaVCq+fe2s6g0hUJGBjJ2nZWC7sFuVrwxP7jbuwM5W5lw5xgf7hzjQ2lNI8Pe3qV3u47wgVwmMCfEhXUns6huUHa4r68uUotr8HUwJyqzrJUP/Ur0Gu3zhN7V/n0XCquprlcgE0B3UJcJaMl8gr9Dj5N5vULFAytOkVJUzbJ7RnY4v7wtlNU0suxIOrNDXPjmjuFtzkKATqfLtQc7cyNemDmIByf4sexIGj8fSePvswVMHeTEE1P9CW8nQN2oVLP7XAFrIzM5lFyMTIApg5xYFOHFxADHTmlVi6LIqYwyVhxN56/4fJRqkUmBjvxnjA8TAy4vd7wj6KmHtrpByaOroziYVMTT0/x5aqo/KYXVnMkuv6zjtgVBELhjtDevbo4nJqtcr6tx8Sgvymob+WhnIlX1SnIr6jmfX8kz0wJYEO7GvctPardNyK3khq+P8MqcoB5pKAHSPeh+mf085w1xY8WxDHafLei0b1sURVKLqpkT6srRlBIsdQaEuOwKZC305zt7bh1Bnyf0F2YG6vVLtacV3ahU88z6GKxMDXlmmj/fHUyTNC+QRul3F4Sw5kQmsh5IR9SFSi3y5FopaPT5oqHdQrDfH0qlplHJ09OkzJa2BjwrEwNUarHbq/KszQx5ZnoA903wZeXRdH48nMYNXx3hugBHnpwysJkPOa24hnUnM/ntVDYlNY2425jy7PQAbh3h0el897pGFVticlhxLINzeZVYmRhwz1gpd1xfSmdPoa3rbW1q2KHKY30orKxn6fKTnM+v4sObw7RNy8O9bNh6Jhe1WuyRgeqGoe58sOM8q45ntBk7enSSH5uistlzXur1aW9uxKe7k/hsTxLGBjJ+fXgMw71s2RwjxRUWfn+cmcHOvDQ76LJmom2hK3ygi+FetrhYmbAtNrfThF5a00hlvVIb7LU0MUAURdZGZvHmHwmYGspadYnq7l6jfZ7Qmy76y5tiqVOoO9S/7/M9ycTlVPDtHcMY4+fA6cxycmLqGOJpw6cLw/FxMOfPuDzKO6Hn0lmIosirm+P5+2wBb8wfrLd7UmdRXN3AiqPpzAtz02atPDFlIC9pqvh0UVmvZOanB3l2egCzgl26nRCsTAx5fIo/94zz5ZfjGfxwMJVbvj3GCG9bAl0sSS2q4VhqCXKZwLQgyRqf4O94yQGmZZbA0nE+FFTWs/5kFpX1Sga5WPL+TaEsCHfrcqbC5UAfocgEKK9T8MJvsby9IKRTAcELhVXcvewkZbWN/Hj3CCbrCEiFe9iw5kQmqcU1nSqc6igsjA24aZg7605m8ercwa3SEpvy6lN0tEtKNNWmoijNfHPK6hjpY8dNwzyYHeLKT4dT+WZ/CtPPHeDOMd48NdVf25i9O9D03DdpxwP8a+6gDpOzTCYwN8yVlcfSqahTdErWoSll0cFC+j4GchnPbTjDpugcrgtwZHqQE69tScBeI0LWE6qmfZ7QQfoRDyYVEZleyuH/az+4cDqjlK/3X+DW4R5YmRoy+9ODFFQ18My0AB6b7Ked3tuaGWk1jXsCn+5OZm1kJo9O8rukmt2l0ERyTTdwiE6gr+kBszc3oqSmESO5jA9uCsXYUM7HuxJ5dHUUwW5WPD8jkEmBjt1eJGVhbMDDE/0Y5+fA/C8PcyqjjFOazISxfvZ8ujC8w9k8+krO39l+DgGp6e9dY3wY6dN9ueNdgS6hNA06z00PIL1UykJKyK3k2zuGdaji9GR6KfevOIWhXMb6B8e0csfpFhj1BKGDJKu78lgGv57K4qGJftrlFbUKntkQw97zhdw01J1jqSXkaQpqmtCgVDerHjU1kvP4FH9uG+nJJ7uSWHE0nY2ns3lyqj93jfHpVNppe7hhqDs3DHUnMb+KmZ8eRK2/DqpNzAtz5afDafydkM+tIzretaxJlMtBUzX+6uZ4BAGenubPE1P8uePHE3jYmnLwhck95vq7JggdJLlbhZ6+i7qoblDy9PoYHC2NMTSQseTHE/jYm7PxkbGtfLy2ZoadUlzsDFYdz+CzPcncNsLjsqdb+rIqPt2djLOVCdMGO/PDoVSmDHLSalX8+dR4bc7urBAXNkfn8OmeJJYuP8kIb1uenxnI6G7ycdYrVOyIz2PtiSwi00sxlAtc5y8NGnE55RxNKeGhX07z5FR/JgVcejBpqxOUs5UJXy4epmePq4MmQmmJoZ42PL0+hnlfHObj28KZ3k58ZkdcHk+tj8HDxpQV90boLaLxc7TAwtiAmKyyS+r8dxUBzpaM8rXjlxMZPDBhADKZwLm8Sh7+5TQ5ZXX8e0Ewd472ZsDLf+rdX1/swMnShPdvCuOesb68++c5rWzvS7MGMSvEpdsG5EAXSXRsS0wOd4/16fB+4Z42eNiasi02r3OEXlyDoVzgaEqJdtnypRFMDHAkpaiaY6klvDAzsEfjONcOoRsIKFXtp2C+9UcCWaXSDbbmRCZLRnnxytwgvVNzGzMjquqVKFXqbm0g+2dcHq9viWfqICfeu7FjOjNtQa0WeX/HuVYk16SrkVNeR3mtQpKJ3ZnIk1MGNivAkMsEbh7uwfwhbmw4lcUXe5O5/fvjTPB34LkZge0GMttDYn4VayMz2RSVTWW9Eh97M16ePYibh3to/YsNShW/nsrmm/0pLP35JGEe1jwxxZ9pQU5tXpM2O0FV1utd3tsweZAT254Yz6Oro3hg5SkeneTHs9MDWt1fPx9J49/bzjLU04Yf7x7ZppaJ1CLOmjNZFT163neO8ebxNdEcSC6iolbBS5tisTIxZP1Do7WVqV1JTgh0sWTlvRHsTyzkvT/P8cjqKEb62PLK3MFdvvda4vpwNz78K5HMktoO1ywIguR2+elQGmU1jdh2UEsmuaAKhUpkzQmpSfiPd41gYoAUF1t7IhMDmcCtI3pm4G3CtUPobXRGb8KOuDxtNyIHC2M+vCW0mRxoS9hq0toq6hTYd5PQ/rGUEp5eF8NQTxu+XDysQwOFUqUmt7ye9JIaMkpqSC+pJaOkloySGjJKa2lsR1fjh0OpjPWzZ8OpLHwdzHl08kC92xoZyLhjtDe3DPdg1bEMvjmQwg1fHWH6YGeenR7QoZzyukYV22JzWRuZSVRmOUZyGbNCXFgU4cXoAXatSNrYQM4do725bYQnv0dn89W+FB5YeYrBrlY8MWUgM/X49dsiDYD//HWeh64b0K3+2J6Ap50Zvz48hre2JvD1/hRissqZHerCt/tTyS2vw9xYTnWDipnBki74pdJKwz1t+P5ga+XF7sSMwS7YmhlqxbkifOz4csnQZsVMlxOMnBToxPiBDmw4lc3HuxK54asjLAh344WZgZetGXT9EInQt8bm8lgb978+zA9z47sDqexMyOf2iEurteZX1GsDwxbGBlQ3KLVxrHqFit+ispkZ7NLtBWAtcc0QulE7LpeYrHIeWR0FwORAR/5765BLknTTqFxW2z2EnpBbwYMrT+Flb8aye0Y2C4w1KFVkldaRWVpDenGtDnHXkF1W16z5hImhDG87c3wdzJkU6MiGU9l6c+ktTQwor1UglwlklNSy5v5Rl3zgTQzlPHDdABaN8mLZ4TR+OJjKnHOHmBfmxjPT/BngaNEqKLlolCcFFQ1sjs6hqkGJn6M5r84N4qZhHh1SyTMykLFwpBc3D/NgS0wuX+67wCOrowhwtuDxKf7MDXXVBkr1kYaxgYxgVyu+2Z/CL8czeHDCAJaO9+1SDvGVgomhnPdvCmOoly0vb4xtNkWvblAhlwnMHOzSIYIe4ikpLybkVvRY783y2kbKaqV7bMZgZ75aMqxVYZe+2EFnAn4GchmLR3lxfbgb3+5P4YdDqeyIz+e+8b48Osmvy7ooHrZmjPSxZXN0Do9O8uvwjDjYzQofezO2xeZxe4RXuyX7Ry8U89gaiV/cbUy5d7wvb287qxXn2hGfR3mtgsUdkPG+XPTeu76TkHzorV0uW2JyeGpdDAAPXjeAl2cP6tCP2mTpdUemS2ZJLbd/d5yqBiXPjvJi/cksMko1xF1cS25FHboFuxbGBnjbmxHsZs2cUFd87M3xtjfD294cJ0vjZpZrsJu1XukDhUqNp50px1JKuHmYB2M70dXcwthAE6jy5vuDqfx8JJ0/4/IY6W1LdFa5Vm43p7yO/+5MQi7AgnB3bo/w6nJQ0kAu4+bhHtww1J1tsbl8sfcCT66N5tPdSTwxZSDzw9zaJY1zeZX87+8k/rcrieVH03l08kCWjPLqMau1O3DbCE8+2plIUVVDs+Uqtcj/diVxUwf84kM1ronozPIeIfRT6aVaYwjAz8mizSrdtmIHnYGFsQHPzwzUCoR9sz+FDSezeGZ6ALeP9OyS+/P6cHde2xzP+fyqDlcwC4LAvDA3vt5/gVXH03lv+/lW+u+iWiS3sp7//Z2ovSZPTh2oDQ43GRVrTmTiY2/GmB7Kv9fFNUXoKrWoza2uqFXw6pZ4tmq6s9w/3pd/zQnq8PGaXC5NlklHUFmvIKO4lozSGjJKakkvruF0ZlmzllRvbT2rPb63vTkjfWzxsvfAR0PYPvZm2JkbdZgU9ZFcuKc12+PyKahswNLEgFfmdvx768LGzIgXZw1i6Thfvtp3QdtooyXsLIz519wgzLpBYlYuE1gQ7s78MDd2xOfzxd5knll/hk93J/PY5IHI27gsQa5W/Hj3CKIyy/jf34m8ve0sPx5K5cmp/twy3OOKNxroKIpbkHkTOlqI5GRlgpu1SbMORt0BURRZcTSdd7afw8PWlFVPT+CTXUmsP5nF09P8u6VVW3twszHlk4XhLB3nwzvbz/Hq5nhWHE3nX3OCOp2NNTfUlbf+SGBzTE6HCF0URfIq6jE1kqMW4bXNCa22qVOoeOn3OBqUaq7XdBh7ZHUUvg4WJBVUY24kx0AuI6mgipPpZfxrzqAeL2qDa4TQN0fn8NNhST1wwn/2csNQd36PztGOlBP8HTpNarZmTS6Xixa6KIqU1Sou+rOLa8ksrdW8r9V2fGmCuZGcGo1I1pRBTtw41B0fe3O87M263LZMH3Qto6p6BRM+3AdIBVTv3Rh6WQ0CquoV7EzI55Sm6Yc+FFU1MOKd3dr3ZkZyzIzkmBrJMTM0wNRIjrmxHFNDg2brzI2kdReXGWDetJ+RAf7OFvxw1wiOphTz46E0XvwttpnOjr5OOcO8bFl9/2iOXijmo78TeXlTHN8eSOHZ6QHMD3O7Ig9VZ9DVSmddhHvZdGvFaF2jSlIejM5hWpAT/7stHGtTQ+4c7cPOhAJ2xOVfsV6zYR42rH9wNH+fLeD9P8+xdPlJxg+UnueOWtt25kZM8Hdga0wu/zezObHWK1QkFVRxLq+Sc3nS3/P5VXrdmC3RoFRrs3yajB1fB3Oq6hVaF9GaE5kYyWXcMrzj2TKXgz5P6C3T9nIr6vl6fwp25tIFtTUz5H+3DunwiC6KIoVVDSQXVgHw6u/xHEgqkoKQxbVUNSi12woCuFmb4m1vxsxgF42VLVnabtamPLYmimOpJXx/53CmBvWshEATVh7LoFwzqxgzwJ6bh3X+wRNFkZisctZGZrL1TB51ChVBrlZYt6F9Y2NmyLPTA6htVFHboJT+KlTUNaqoaVBSp1BR26iitKaOukYlNY3SutpGJW1oKbV9bi3et9UpZ+xABzb52bP3fCEf7UzkqXUxfLNfIvbpg52vaq66Li63shGkwOifcfmUVDdcdrwno0RqjZdYUMVz0wN4bPJALQGO9bNngIM5q45nXNHm4YIgMDPYhcmBTvyiSfmd8/khbhvuyXMzAjpUx7Ag3J2n18fwn53nsTIx5GxeJefzKkkrrtHeg2ZGcga5WDIvzJVBrlYMdrVkR1w+Px5O03tMRwtjbWeotOIaLE0McLCQsuMsTQyoa1SxMSqbWSEuPd51qQl9ntDbyk0urZGI54ahbq1+cJVaJK+iTnKLaKzrDO3f2mbHa1SpScipwMvenGFetlq3iLe9OR62pnp9tGq1yNPrYzh8oZiPbgm7YmReVa/ge43OuZFcxrs3hnSKuCrqFGyOzmFtZCbn86swM5Jzw1A3bh/pRZiHNVticvWSz5vzg7v0gIuiSINSLRF/o1JD8tKrTqGkpuEi8dcqVHz4V6Le47TlnhAEgalBzkwOdGJbXB6f7EriwVWnGeJpwwszAhk30P6qE/vlBhNBakkHUvD/cu61fecLeWpdNIIg8PM9I5mkU5UKUhXlktHevL3tLAm5FQS7XZ7uUGdhZCDj3vG+3DzMgy/2JrPiWDpbY3N56Do/HrjOV5t+rM/qjs4sB+C7A9Lz4WlnSpCLFfPC3AhytSTI1QpPW7NWMzhrU0O9hG5iKGs2608tqmGAgzmCIFBZr8DSxICtsblU1Ss71NO4u9DnCf1SvsbVx7OoqFNibWqoJfDs0rpmKY5GBjK87MzwsTdj3EAHrZV997JIbh3uwUe3Dunw+YiiyNvbz/LHmVz+b9agThUmXC5WHE3XWtCPTR7YoaYToihyOqOMNZGZ/BmXR71CTZiHNe/dGMr14W7NskW6g3x0IQgCJoZyTAzlHcr1XX08s0vuCZlM4PohbswJcWFjVDaf7U7mjp9OMGaAPc/PDGS4d89p3HcElxtMDPWwRi4TukzoTSX8n+1JJsjFiu/ubLs13i3DPPho53l+OZ7J+zeFdvmcLwfWZoa8Ok9qFPL0+hg+2Z3EJ7uTABjgYE56SWur+5YRHtr88OjXpnc4t1y3bqMJbjYmvDizuZxAWnENI32k+6iqXomtmRFrTmQy0MmCCN+eyT7Shz5P6O3lJoNkYW+KysHMSI63vTkBTpZMH+yszRzxsTfHxcpEr2/V38mCqnqlnqO2jW8PSFkh947z5eGJAzr9fbqKqnqFViPbz9Gchye1/9llNY1sis5hXWQmyYXVWBgbcPMwDxZFeLUredsdmQxdxeW6JwzkUorkDUPdWXMik6/2XeDmb44ydZATz80I7HZt9CsFMyMDApwtuxQY1S3hv3mYB+/eGNJuZpC1mSELhrhLrs45gzrUs7c70GR1n8+rktwl+ZKvu7xF0kJqcQ0RPnbcO96HQS5WeNldtLqnDnLivhWniM4qa7cGRRdNSRUAH9wUqjcnva5RRU55HQsdJeOtql5JTYOSlKIaXp83+IrOAvs8oet7yFtCABLemtnpC2trZtSp8v8Np7L4z1/nuX6IG6/ODbqiP+SKo+naIqP3bgzVm4UgiiIn0kpZG5nJjvh8GpVqhnrZ8OHNYcwb4npVxKw6g+6aIRgbyFk6zpfbRniy/Gg63x1IYc7nh5gX5sqz0wOuSDu97ka4pw3bYzunvHgur5KHVp0mr6KOt28I4Y5RHWt4fucYb9afymLT6WzuuUwdopYQRZH8yvpWQcrUoupmVnegiyVzQl0JcpHcJf7OluxPLOTDvxKJTC/FytSAl+cENbsWE/wdsTEzZHN07iUJXaFS88GO8/yk425py7hLL5Gy2JrUI6vqFRRXN2JsIOPmYT1bGdoSvfsJ7gD0qau1hJuNaZfI1cbMsMMCXXvOFfDypjgm+Dvw31uHXNFsiqp6Bf/9W5pyLhzh2UpvuqS6gY1R2ayLzCJVE7xZNNKT2yO8Lruz0JVGd84QzI0NeGzyQO4Y7c0PB1NZdiSNHfH53DzMnSen+l92leKVxFBPG9ZGZpJWUtOh3qKbo3N4aVMs1qaGrHtwTKfcTiHu1oR72rDqeAZ3j/XpsuFSr1CRXFAtkXd+pZa8da1uTztTBrlYNSNvXatbFwvC3ZkZ7MKyI2l8vS+FmZ8cZMkoL56aFoCduRFGBjLmhLrye1QONQ3KNjuQ5VfU89iaKG17u4FOFhgbyNgWm8sD17We+TapLDYRenG1ZATODXPtsUYqbaHPEzpID/lYP3smfbSPOqW6WZHO5egN25oZdWgaezqjlMfWRDHY1Ypv7hjebapxHcWyw+na/1+eI/UHVatFjqWWsCYyk78T8lGoREZ42/LY5IHMCXW9rJ6O1xqsTQ15fmYg94zz4et9UsXp5uhcFo/y4tHJfj1ert0dGKIpMIrJLG+X0BuVat778xzLj6YT4WvHV4uH4WjZ+cyYO0d789yvZziWWsJYv/aL1pqs7ovuEsny1rW6TQ0lq3t2iCuDXS0Z5GpFoItlp106JoZyHp00kNtGePLp7iR+OZHJpugcHp88kHvG+bBgiBtrTmSy+1yB3tZ9Ry4U8+TaaOoUKiYHOrIvsYjnZwSSXlLDBzvOk1Va2yq+kFokdY3ydTCnXsdTsGSUd6fOvTtwTRC6KIq8uDEWNfDSrEGsPJZBTnkdMgHevSGkyxadjbkh5bWKdhsTJBdUce/yU7hYmfDz0pHdWnLekQ7hlfUKbUDo04XhKFQi3+xPYd3JTDJKarX5w4siPHukgfO1BAcLY16fP5j7JvjyxZ5kVh3PYP3JLJaO8+Gh6/yuuLXVGQx0ssDcSE5MVjk3t1FhWlhZz6OroziVUcZ94315afagLhdczQ1z5e3tZ/nleEYzQtda3RqLW5/V7WFrSpCrFXNCXAhytWKQqxXebVjdXYWDhTHv3BDK3WN8eO/Pc7yvadTx4qxBuFqbsCUmtxmhq9UiX++/wMe7khjgaMGaxcN4aJWkLTQz2Jnssjo+2HGebbF5PDLJr9lnpRbX4GJlgrmxQbOq32EaeeMriWuC0H85nsH+xCL+vSCYu8b48NBEP7bF5vL4mmhcrLtuXdmaGdGoUlPbqNI7Pcstr+OuZZEYGchYdd8orZJgd0Cf9nfLIhqAD/86r/3/r/h8nv/1DEq1yChfO56dHsDM4I5pgvTjItxtTPng5jAemujHJ7uS+OZACquOZ/DQdQNYOs63R5uFdxWS8mLbBUYn00t5dHUU1fVKPl809LIbqhgbyJgY4MiWmFze/COBkppGzudVklpco22zpmt1N6UGdsXqvhz4O1vy89IIDicX8872szy5NhqAvIp6SmsasTM3ory2kWfWx7AvsYgF4W68d2MoO+LzSS+p5fs7hyMIAp52ZoR72rAtNrcVoadp+ogCHE0pBiQyvxopsb3vzuwkUoqqeffPc0wMcOTO0RenONOCnDE3krM5JqdTOia6uFj+39jqIS6vbeSuZZFU1ytZ99DoNtO8ugp9+fV1ChXv7zjH/CFuyGUCFwqr+eV4pnZ9ZHop9473ZeFIzw75UfvRPnwdzPl80VAemeTH//5O4r9/J/Hzkd6rExPuZcOPh5orL4qiyPKj6by7/Ryedmb8ct8orQpgR1GvUHGhsFpTjNMUqKzUymIsP5qOu41kdc8OcWGQq5XW193dLQ67ivH+Dmx/cgIbT2fz4sZYAIa9vYuvFg/jvT/PUVhVz9sLgrljtDcqtcgXe5MJdrNqplk/L8yVd7afa0bgUh/RGuaFuQJSlhugLTi60ujThK5QqXl6XQymhnI+uiWs2YhoYihnZogLO+Ly+feC9lOx2sJFgS4FHjoxo7pGFfetOEVmSS0r7o3okQKLtrW/G/D7V+tmAg9NHMAjE/16vXxsX0Rf0YkJ97RBoRJJyK1kuLcttY1KXt4Ux5aYXKYFOfPxwiHtWseiKFJQ2aDjLqlq0+qepXGX/GfHeURg/wuTes11aAtbz+Ty2Z7kZvIRTSqJq+6LoKS6kfH/2adNrrhvvG8zTpmrIfRtZ3J5Yqo/IGk9VdQp8HUwp7Jewbm8SqB7Gz93Bn2a0D/bfbE3qL7y3xvC3dkUlcO+84XMDnXt9PH16bkoVWoeXxNFVGYZXy8exhi/nlFQu1R+fUt8dyCV7w6k4mptgp+jBQMczfFztJBeTlKu/dWuiuzr0KcT892BFJ7pJToxTU0hYrLKsTc34uFfTnM+vworEwP2nCtg9qeHtHGYJqu7eXpgZTMxOsnqvkjeg1ws8bY3b2Z1u9uYct+KU+w+W9ClZ+xKQV9nL108tPIUCrXYTLF1zYkMQt2ttS5OV2tTRvrYsi02T0voacVSQHSAozlbonO0+zZJ515p9DlC1w0UikCEjy2zQvTfSGP97HGwMGZzTE4XCb254qIoiry8KY495wt554aQHr2BX5gZyEubYqlXNNd4D3Sx5Jlp/jz8i2RZvDo3iOsCHEktqialqIaUwmpSiqr5PSqnme6MmZG8Gck3/e/rYN7rXAe9HW3pxDw3I7Ddjks9DWcrE1ytTfhkVxKf7k5CqVJjJJdRqcmfzimv47kNZ3j/z3MU1zRqrW4TQxmBLlbMCnFhkIuV1tfdEQG5SYFOuNuYsup4Rq8m9LYkQqxMDFjzwGhu+uZoK/ntOoW6lU7QvDA33vgjgeSCKvydLbUNsn0dLJpJU/QTegegb5SNzalgc3SO3kwWA7mM+UNcWX08k4paRaezFFpqon+0M5FfT2fz1FR/7hjdcylJWaW1pBRVNyNzS2MDnp7uz33jB3BMpyHC/ROkvNiAFhksoihSVNXABQ3RNxH+qfQytsRcrH4TBCnrYIDDRWt+gIP019HCuN+qbwP6dGIeWHmKIZ42vDgzkHFdjNtcDtRqsVmjZgOZ0Kw5CoBKFKmoU/DoJD8Nebe2ujsDuUxgyWgvPvwrkQuFVXpL5XsD2nJhVtYrCXG3RtFO5y9dzA5x4c2tCWyNzePZ6ZakFddgIBMoqmrgfH4Vfo7mpBTVdLkhx+WiTxG6vlG2Xs8oqosbwt35+Ug6O+LzOtRKShc2TRZ6jYJlh9P4en8KiyK8eHqaf9e+QDtQqNTsOVfAmsgsDiUXIYBW3XDZPSO0lW0qtciiH44DsOaBUW0eTxAEnKxMcLIyaZUnXNeoIq24hpSias1LIvzItNJm19fSxKCV+2agkzleduZXPNe+t0KfTsySH6+MTkxpTSNxORXEZZdzMLmYyLTmEsctybwJDUo1z824vObkurhthCef7krml+OZvHl9cLcdtzvhbGVCfhu9ZxPzqzosY+xkZcIoXzu2xebyzDR/Uouq8bI3Y/3JLMyN5EwOdCK1OA3Lq5QJ1aFPFQRhFvAZIAd+FEXxAz3bTAI+BQyBYlEUJ3bbWWrQ1ijbnkBXmIc1vg7mbI7J6TShG8plWBobsOp4OsXVjcwMduadGzqnYHgpZJTUsO5kFr+eyqa4ugFXaxOemurPbSM8ic0u5+FfonDWiQ98qdFrAS5Z0NEWTI3kDHazaqVdolaL5FXWk1JYfdGFU1TNkQvFbIq66B+UywS87Mzw0+PC6ajo0bWGntaJqahVEJdTQWxOOXHZFcRmV7QbY/li0VA+2HH+srXWOwIHC2PmhEoD2ouzAnudhERZTSOthZfBxEBGg1LNlpicTukEzQtz49XN8ZzLqyKtuAYHc2O2xeZyy3APVKKIhZHBVYunXPLKC4IgB74CpgPZwElBEP4QRfGszjY2wNfALFEUMwVBcNJ7sMtEV5oBCILAgnA3PtuTTF5FHa7WnbuZqxqUVDVAhK8dn90+tFvSsBqVav4+m8/ayEyOXChBLhOYMsiJRRGeTAxw0n5GU9NZR01+e255nbaIaNsT4y/7PFpCJhNwtzHF3caU6zTdyptQVa+4aNUX1pBaLP09mFTcTLnSztwIP8eLbpsmwvewNe1S+7C+hu7QiamsVxCfU0F8jkTccTkVzSQovO3NGOplw91jvUkprGH9qSxcrEz4+o5hBDpbEvrmTpILqrpFa72juHOMN5tjcvkjJrfThlNPorJewV3LIimtldxMW2JymxXqbYrOYUtMLof/bzLQMZ2g2SEuvPFHAn+cySW9pBZRrEGhElk8yotlh9Ovmv8cOmahRwAXRFFMBRAEYR2wADirs81iYJMoipkAoigWdveJQtfV9m4Id+fT3clsPZPLg9f5tbutLmJ1ijR+uGvEZQcPU4uqWXcyi42nsympacTdxpTnpgdw6whPvQVQxVUNCAJacfxnN8QAUhpde4qIPQFLE0PCPGwI02hvN0GlFskuqyW1SMeFU1jDnvMFrD91MTvIUC7gY2/e3IXjJP1/JQtNrhTa0om5ZZgHT07zx11jhNQ0KEnIrSQ2u1zjPqkgtfhiy0J3G1PCPKxZONKTMHcbQtytsDEzolGp5t3tZ1l/KotRvnZ8qVPCH+BsSXRWOc9q3CrdJXfcHoZ52RLkasXKYxksHOnZK2IvtY1K7lt+knN5lXx/13CmDHLmxVmDmm2jUos89+sZojLLOqwTZG9hzFg/e9acyNAK4oV72hDsZt2sW9HVQEcI3R3I0nmfDbR03gYAhoIg7Acsgc9EUVzZ8kCCIDwIPAjg5dX5UbzpYr+6OZ7qBiXuHbxBfRzMGeJpw+bojhN6WnENS38+CYCLlUmXW8bVK1TsTMhnzYlMTqSVYiATmD7YmdsjvJgw0KHdqVlRdQO2ZkYYyGXsTMjneKrkI/3olrAunUtPQC4T8LY3x9venMmDmk/MymsbtW6bJsJPKqxi97mCZv5dR0tjve4bdxvTq54KeLnQ1Yn5399JrI3MZP0p6XGyNTOkvE6h1R5ytTYh1N2am4a5E+phQ6i7td5ONwWaEv7TGWXcrynh1539DPWyYXtsHqIoXjG5Y0EQuHO0N//6PY7orHKGeV1djfl6hYqHVp3mdEYZXywa1qa64oxgZ4x/l7ElJrdTTbbdbEw4lHwxi2yQqxQMbupWdLXQkU/W90S1dEgZAMOBqYApcEwQhOOiKCY120kUvwe+BxgxYkQnm49JuGGoO3E5FayLzOTIS1M6vl+4G29tPatNN2oPhVX13LXsBCIQ6m7dof6CLZFcUMXayCw2RWdTXqvA296MF2cFcstwjw6LPRVXNWAkFxjz/h5t9sJgV8srbp13FTZmRgz3NmoVGFSo1GSW1mpSLJsIv5qtZ3K1KXYgpdP5OugGZS9a+Jfy03ZEB6cnUa9QcT6/irjscq3bJKmgqtk2TemwnywcwriBDh26LyLTJCG4mgYlXywaynw9JfzhnjasjcwirbjmikoBLwh34/0/z/HLsYyrSugKlZon1kZzKFnqGDY3rO10SksTQ6YNdmZ7bB6vzRvcoeKozRo3Tctlo33tqWpQXFUxt44Qejag23bHA8jVs02xKIo1QI0gCAeBIUASPQCVWuy0L3temBvvbD/H5pgcXpg5qM3tKusV3L3sJCXVjax5YDS/R2WzSadgoD3UK1Rsj81jbWQmpzLKMJRLvRAXRXgxZoB9p63NxPxKCqsamvXdTCmqaTNNs6/AUC7TWuO6EEWRkppGKShbfDGnPi67gh1xec2ug5u1CX5OFq2ycJytjFu1ymtLB6e70KhUk5hf1SxgmVRQpZ2F2JsbEephzYzBzoR62BDmYU1to4pPdiWxNTaX17ckXFInRhRFfj6Sznt/SiX8q+8f1SpVtQnhnhKZxmSVX1FCNzc24ObhUmegV+cNvmJ9NHWhUos8t+EMu84W8O8FwR3qGOZiaUxJTSP+r+zo0Kz/o52JrepDmrLtDOQCfo6920I/CfgLguAL5AC3I/nMdbEF+FIQBAPACMkl80l3nqguukLojpbGjBvowJaYXJ6fEajXx1evUPHgylMkF1Tx0z0jCfe0Yd/5QqrqlShV6jaDeufzK1l7IpPfo3OorFcywMGcf80ZxM3DPC6raW92eX2rJsoNyvbTNPsyBEHAwcIYBwvjVpru9QoVGSW1Gh+9hvCLqvn1VBY1jRdjKuZGchpVaj1FIvqbSXcWCpWapIIq4jRWd1xOBefzqrSBYRszQ0LdrXkwcABhHtaEetjgZq2/Src9nZi/4vO1MwwXa6lgKCqznOmDnfnfbe2X8OsqL950hRssLBnlxfKj6Ww4lcXDEzser+oOqNUi/9oUxx9ncnlp9qAO6alsjs5hdeRFPaSODP7tZdvZmBn2bpeLKIpKQRAeB3YipS0uE0UxQRCEhzXrvxVF8ZwgCH8BsYAaKbUxvqdOWiWKyGWdz5hYMMSN5349w+mMMkb4NPeXqdQiz26I4XhqKZ8uDGeiJsujqVq0vE7RTE2xtlHJtjN5rInMJCarXBLPD3Hh9ggvRvnadUtQSNVGHvGl+qheizDRaIi0FJYSRZHCqgatNb/7XCEHkor0HqOz102pUpNSVKMNWMZmV3A2r1IbCLM0MSDU3Zql430Ic5csbw/bzjVTadKJic4s478anZjP9yRR26jSDkp5FfXkVdQzN9SFLxYNu+RMTy4TCPWw7lJLusuFv7MlowfYsfpEBg9MGHDFxLlEUeTf26Qg8ZNTBnZ4MNFnbV9q8G87286EgsqGXh8URRTFP4E/Wyz7tsX7j4CPuu/U2oZKJdKVDLiZIS68sjmOzTE5zQhdFEXe/COBP+PyeXVuULMfsimvury2EQcLY+JzKlgbmcmWmFyqG5T4O1nw2rzB3DTUvVtzsCvr2/bbXy3hn94Afb7xWSEuFFY1sC02jxMtimt00d51U6lF0oqric2+mCp4NrdS67YxN5IT4m7N3WO8CXG3JszDpls1vIfq6MTc/XNkqxkGQExWRYc/L9zTlp8ON1devFK4c7QPj62J4mBSUatAeU/hf38nsfxoOveN9+WZ6QEd3q8rtS0vzAzkxd9im6XrmhrKeWpqAC9ujO3dFnpvhEoUkXfBArYwNmBakBQAeWN+sDYA8sXeC1q966ZS+iY0lf9/vT+F5IJq4nIqMDaQMTfMlcURXgz3tu2RFK1Xf9c/wempPOK+AH0a8c/9eoaXN8VSp1DjZWfGCzMDsTSW8/6OxDbTW9VqkYzSWsnyzq4gNqeChJwKrevG1FBOsJsVt0d4Sm4TdxsGOJhfkYybsQMdUOohc+jcDKNJefFsXuUVD1DOCHbG0dKYVcczrgihf7XvAl/uu8CiCK9O9/LtSm3LDUPdWX4kjTM5FSCiNSzGaoT6er2F3tugVovI5V17uG4Id2dbbB4Hk4qYGuTMmhOZfLwriZuGufN/OjmqoigSm12hbSCxKSqHQS6WvHV9MDeEu/do95p9iYX8odNt3MRQRoNCfVWyNXoT9Ek/qNQiyGWsuX8Uo3UCz1amRlpL3snKmFnBLpzLq2T9ySzicyq0wmXGBjIGu1lxy3APbaqgn6P5VS2C6grJtES4Tku6K03ohnIZiyK8+GJvst6Wbd2J5UfS+GhnIgvC3bpUxd2V2paiqgbicyu5d5wvr80brF1+oVBSXrTqt9A7B6W6axY6wHUBms7fMbkoVCKvbo5jUqAj/7k5DJlMoLJewZaYXNaeyOSsRtsYYPEoL97t5rJ/fcguq+WZ9THNlm18ZGyPaK73NbRlodYrVIwd6IAoSkVOcdkVJBZUMcDRnOoGJQWVDaw4loGRXEaQqyXXh7tpLW9/Z4tep+PdHRWeLtYmuFiZXBU/OsCiCE++2neB1ScyeWl221lll4MNJ7N4c+tZZgx25r+3DumSv75lk3kjuYz3bwpt12jacCoLpVqqDNVFlcZNejUL5fokoUtB0a4Rq5GBjLmhrqw+kcnWM7mEe9rw9ZJhxGZLue3bYvOoU6gIdrPinRtCmBrkxJj39+Jjb9bjZN6gVPHYmmhUKpHbR3qy7mSWtgLtnwZ9vvK2LFcLYwPuXhZJXE4FpTVSdaqBTCDQxZI5oS6EagKWAc6WfUJUTJdkLiePPtzT5qoRuqu1KdODnNlwKounp/l3ux9/65lcXtoUywR/B75YPFQ7KHel/qCp+OrlTbHsTChod3u1WmTdyUxGD7BrlXbbVEPR70PvJKSgaOfJtenH1iWFiQGO3PjVURILqjA3knPDUHcWR3gR6iGRqCiKGMiEZsL/PYX3tp/jTFY5394xnId/OQ3Avxf0TvW6noQ+X/lLG2MZ7WdHQWV9KxVByQqvZ1qQE6HuUqrgIBfLPq3z3h0VnuFeNvyVkK/tnXmlcecYb/5KyGdHfB43Du2+9MndZwt4Zn0MI7zt+P7OERgbSL9zR/vwtgU/RwtKa7IoqW5oM9340IViskrrWtWybI7O4a2tCQA8ujqKf80Juiqu0b5J6F1IW2yrY8lne5IZ4mHNBzeFMn+IW6vCDkEQsDEz0mqi9xS2nsllxbEM7h/v26wLUkvtlH8CPvjrfGuZZKWa/YlSA96WOt+xb864qoGo3oomP/qZrPIrlm2ii7F+9gxwNGfVsYxuI/TDycU8uiaKYDcrfrpnBKZGFwfttvrwdrT+oKmC/EJhdZuEvvp4BvbmRswMvigl0JJbCqsaerSQrT30TUJXdz5tsa2OJfbmRmx5vH3lQlszQ8pqes5Cv1BYzUsbYxnubcv/zR7UTCK3t+NyS+zLmjS9cyqIzS4nPqeS/Ar9utUCEP/WTO2g+1d8Hg//EsXKYxk8Nnlgd3ydawqh7tbIBIi+SoQuCAJ3jPLm39vOEp9TcdmSFafSS3lg5SkGOJiz4t6IZoN4Qm7bcsIdzQ7yd5JcKMmF1a0K2wDyK+rZc76Q+yf4amcFcPkDSXei7xJ6J/3Zbf2oJTWXtrxtzYya9RXtTtQ2Knl09WlMDOV8tXgYtY0qlh1JA2CMnpuqN6GzU9wmTW/pJWmcZJdd/F187M0Y5m1LVb2imaZLE9xsTJvNoGaFuDIn1IXP9iQzM9iFgU5Xrsy9L8Dc2IAAZ8ur5kcHuHm4Bx/uPM/qExm8f1PXReXisitY+vNJXK1NWHXfKGzMjCisrGdLTC4bo7I5n1/V5r4dzQ5ytTbB3EiuzVZpifUns1CpRRbryAMXVzdc9kDSneiThK7uQlC0rYCaYQfSH23MDJvpUXcXRFHkld/jSS6sZtW9o3DR9IOs0pBZkxxqb0RlvYK3tia0aZlMCXIiXiMH20TiutfQ086UIR423DHamzB3a4LdrbWKlvrcY21lebx1fQhHLhzgpY2xbHhoTJ9XZ+xu2Jgacii5CN+Xtl+VtFdrU0NuCHdnc3QuL80O6pJqaWJ+FXcuO4G1mSE/3TOSY6klbIrK5mBSEWpRamJjZWJAZb0SmUAzuYzOZAcJgsBAZ0uSC1sPDiq1yPqTmUzwd8DO3IiNp7PZciaXIxeK2zze1SgA7JOEruxCUFRfKpiBTEChEkkvrsHHwbzNfW3NjHrEylkbmcXv0Tk8My2A8f4OVNRKre5mBbtwKLmomdRAb0BFrYJd5wrYEZfHoeTmjS10kVNeR9ibf2vfN2l63zZCKtQJcbNut6q2M1kejpbGvD5vMM/9eoaVx9K5Z5zvZX7Lawebo3M4nVmmleftaZGytnDHaG/WncxiU1Q2Szv5+6QV17DkxxOU1yoY7GrF9V8epqpeiZu1CY9M8mNWsCsf70okNruCh64bwCBnS/67K6nLLkB/JwsO6pGO+Dshn9yKevIr6xnxzm4alGrcbUx56LoBWJgY8MWeC1ekkcil0CcJvStpi/pI4oHrfHlr61m2xOTyVDt9Qm3MDSmvVSCKYrelLsbnVPDm1gSuC3DkiSmS//enI2lUNSh5cOIA/krIx8Hy6rdzK6tpZNfZAv6Mz+PIhWK9JektYWIg4/EpAwlxtybU3bpLAmWdyfK4aZg7f5zJ5cOdiUwNcu7RQpa+hI92JvaYSFlnEOJuzVAvG1Ydz+CesT4dfoaOp5Zw+/fHte9jssqZHeLKzcPcGT3AnqLqBu7VNLB454YQbeP2G4d3PQDr72TBb6ezqahVYGFiwInUErbE5Go17C2MDbhxqDvXh7szzMtG+13crE2vqlxzE/omoatFDA07n0+sjyR2xOWzJSaHJ6cObPNGszUzolGlprZR1aa8aWdQUavgkdWnsTc34tOF4chkAhW1Cn4+nMbsEBdty7mrZaEXVzfwd0IBm6KyOZVR1u62+qa4lyrM6G4IgsB7N4Uy4+MD/Ov3OFbeG9ErOuZcbXRFp6SncOdob57dcIZjKSWMHdh2L9zKegU74vL49kAqaZrOTbZmhrw2bzAzg120z9/5/EqW/nySyjoFP90zksmB3RP0bYrD3P1zJLnldRRWNWjXhXlYs+mRsXqriK9UI5FLoc8SelfUFvVBKiiIIy6nos0UwSbFxbLaxssmdFGUWl7lldez4eEx2vzgJuv8yan+2pvIsYuE3pXMk6zSWj7ZndSsGbQuHCyMUItoC3denRvE/RMGXPVGEk1wtzHlpdmDeG1LAr+dzu6QDva1ju6QEOguzAl15e1tZ1l1PKMVoStVag5rGpHvTMinQXnRlffV4mGtGlQcTCri0dVRmBvL2fDwmG4pvEspquaPmFy+2idlmMVklTNjsDMLwt2JySrjx8NpfL1kWK/vi9t3Cb2bDLA5Ia68sSWBLTG5bRJ6k0BXea0Cj8uUxfj+YCq7zxXwxvzBWo0NXes8yNWKnQn5QNcs9I5knjQoVSTmV7HrbAFftJEi6WRprPV5h3pYczCpiNc2J+BpZ8p3d4zQdrHvLZYJwJJR3mw9k8fb284yMcARJ6ur1zmmN0Bf3Ahg0agrP9iZGMq5baQnPx5KI7+iHhdrExLzq9gYlc3m6BwKqxqwMTNkTqgrv0fnYGQgY/nSkYz1a07+6yIzeWVzPP5OFvy8dGSnm77rIr+inq1nctlyJof4nEoEAUb52nE8tZRbhnvw31uHoFCpeWtrApMCHPGw7f2uvL5L6N2UzWBtZkiAswU/H0lj2eE0vVamrYbQLzd18URqCR/uTGRuqCv3jPXRLv/pcKrWOgfJ5QFdy3JpKyf2zT8SOJFWyk5N5aA+PDs9gJuGueNuc1HTu1Ep3dCrT0gR/s9vH9qtMsHdCZlM4IObQ5n92SFe2xLPt3cM/0e7XlrGjZysjGlQqPjpUBrTg1xaacv3NJZEePPdgVRmfHIATzszEnIrMZAJTB7kxM3DPBgzwJ77VpzEUC7w3R3Dm5G5Wi3yv12JfLUvhesCHPlq8dAuFZOV1zayI15ys55IK0XUZMm8OjeI+UPccLYyYd4Xh7Sz5D3nCimsauDdUd7ddh16En2S0LuSttgWNkfnkFRQpfUD67NoL7pcul5cVFTVwBNro/GyM+ODm0O1RFNe28jPR9K11jlAcZVEuPYWnSNOhUrdpn+0vE7BWp3OLAALR3jywHUD2szfLqys5xFNM+KHJ/rxwszAK9awoKsY4GjBM9MD+GDHeXbE5zMntO1+kv8EtJxBZZTUcNt3x1jy43HWPTjmiuTuNyhV7DlXyKaobEDSPFGL8Ob8wcwf4oa9hTH1ChX3rzhFVGYZXy4e1qwQql6h4oXfYtl6JpdFEZ78e0FIpwTV6hpV7D5XwJaYXA4kFaJQiQxwMOfpqQFcH+6Gb4sMN38nS06klgCwJjITFysTJgc6dsOV6Hn0SUJXdqOF/tHORBovkQlw0eXSNQtdpRZ5cm00lfUKVt7XvMJt2WHJd66bZVNcLU0/27tpW3bTaWrI0F4OSoi7FXNCXZkd4trqJm6J0xllPPLLaarqlXy5eCjzwlo3I+6tuH+8L9tj83h9SzxjBtj32hnF1YC3vTlrHhjNwu+Os/iH46x/aMwl74WuQBRForPK2Xg6m22xeVTUKXC2MibQ2ZLEgiqemDJQO9gqVGoeXxPF4QvF/PfWIc0G4bKaRh5cdYqT6WX836xBPDxxQIdmXQqNX/6PmFx2JuRT26jC2cqYe8b6sCDcnWA3qzaPM9DJgt+jczibW8nBpCKenubf633nTeiThK7uxqBoRzIBbJos9C6W/3+yK4ljqSX899YhDHKx0i5vss7nhLo0W15c3dDMf65Si6QWVWvboMXlVJCQW6FtnWVuJCfY3Zqxfvacza2kQCcyr4v5YW48MGHAJYtv1pzI5I0/4nG1NmXlfRHNzq0vwEAu4z83h3H9l4d5e/tZPr4t/GqfUq+Cn6MFax4Yxe3fS6S+4aEx3ZbqmV1Wy+boHDZF5ZBaXIOJoYxZwS7cPNxD60KZ+NE+Vh3LYE6oKyq1yDPrY9h9rpC3FwRzi07KYXpxDUuXnySnvI4vFg1l/pD2jQq1WuR0Zhl/xOSyPS6P0ppGrEwMWBDuxvVD3InwteuQIdgkAfDO9rPIBFg4su8E2PskoSu7MSjakUwAQ7kMS2ODLvnQ950v5Mt9F1g4wrPZzQoXrfMm3zlIN+WJtFJKaxr591ZJAyM+t4JanW46Ie5WLI7wJtTDCmMDOefzKvkrIZ/INKlk2dfejNLaRirqlJgZyXl1XhCHkop5f8d5jqaU8L/bhugNuDYoJV/72sgsrgtw5PPbw7Wzk76GwW5WPDLJjy/2XmD+ELduS2u7VhDgbMkv941i0Q/HWaSx1N27mP1S3aBkR1wem6JyOKZxVYzytePhSX7MCXXFokVm2JJR3vznr/MkF1Txw6FUtsXm8fLsQdyp09T5dEYpD6w8jSiKrLl/VKsewE0QRZHz+VVsicll65lccsrrMDGUMS1IylC5LsChme5KR9Ak0nU0pYRpQc6XFXi90uiThN6daYv6MgFMDGWtqryk4qLOEXp2WS3PbIghyNWKt1rI4JbXNvLT4TSCXK1IKqhm4+lsYrMrSMitpFrTTWf1iQyC3ay4bYSnRhbWGj9HCxLzq9gRn8eXey+QUlSDIECEjx1vXR/MzGAXXKyl7I6lP0eSW17P4ghvFo304pcTmby97SxzPjvEpwvDm6WPFVTW8/Avp4nOLOfRSX48N6P3+8svhcenDGRHfD6vbIpj5zPX9SsytsBgNyt+uW8Ui3/UuF8eHKO9dy4FlVrkWEoJG6Oy+Ss+nzqFCh97M56dHsCNQ93btfhvG+HBJ7uSmP7JQQCenOrPQzpNnbfH5vHMhhjcrE34eWmEXpdQVmktf5zJZUtMDkkF1chlAhP8HXh+ZgDTB7u0GkQ6A0/biwS+ZLRXO1v2PvRhQu+eY7XMBBCBuaGurVLxJIGujrtcdJtVfLNkGMYGMjJLaonNkXze3x1IBeBcXiVPro3GyEDGYFcrbhzqLuXq+tmz8t4IDOQyRFEkPqeS36Nz2BGXR3pJLTIBRg+w555xvswMdsbJsvWDGOphw4GkZGoblZgZGXDnaG9GeNvy+Joolvx0gicmD+TJqf7EZJXzyOooahqUfL1k2DUTSDQ2kPOfm8O45dujfPhXIm/fEHK1T6nXIdTDmhX3RnDnjydY/ONx1j04Wu+91IQLhVVsjMphc3QOeRX1WJkYcOMwd24e5s4wr47117W3MNbKRiyK8OIZTfxIFEW+O5jKBzvOM9zblh/uGtFMx724uoHtsXlsickhKrMcgBHetry9IJg5oa5dqkjWB11/+XX+fSMY2oS+SejdmOUCFzMBRFHkxq+PciqjrFVqpLVpxy10URR5bHUUZ7LKGeBozqub44nLqaCirvWA8J+bQwlxl7rpGMpl1CtUrDqewbiBDsTlVLAjPp8/4/LILqtDLhMY62fPQxP9mDHY+ZI3cKi7NWpRGjSGe0tT1iBXK7Y+MZ7XtyTw+d4LfK7JQ/e2N+OX+0Zd8VS2nsZwb1uWjvVl2ZE05oW56pVF/adjmJcty++N4K6fIrnjxxOsfWB0s3urrKaRP87ksikqmzPZFchlAhMDHHl17mCmBjl1upFIU/EOSIF6QRBQqtS88YeUHjsvzJX/3joEE0M5VfUK/k4o0AphqdQig1ws+b9Zg5g/xLVHcsNTiy6qLfa1WWrfJPRuzHLRhSAIPDBhAI+tiWLX2QJmhbho19maGZGQW8G4D/Y2q4pcEO5GXkU9sdkVxOdIHeR1xX0yS2oxM5I3a4W2NTaX7w6ksvPp65oRqFot8le8VFT00c5EQFKDHD/QgSen+jM9yLlTGRthmq5LsdkVWkIHMDMy4N0bQ9gWm6sNrD45xf+aI/MmPD8zgF3n8nlpUxw7nprQpzsZ9RRG+tjx090jWLr8JHf8FMmKe0cSnSllqexLlFL9Brta8ercIBaEu3dZCfRnTVPnG4e6cy6vklXHMlgQ7s7ja6LYn1jEI5P8eGqqP/sTi/jjTA57zhXSoFTjYWvKwxMHcP0Q9x6/T3XTe+saVc2aaPR29F1C76GCkZnBznjYmvLjodRmhF5W00BpjQKQrOyc8jqe3RDDq5vjqG6Q/O9ymdBsoNn4iFSWrEsg5bWNrD6eydxQVwJdLFGpRU6ll7IjXmrVVVApZajIBPjoliFMG+zcJclRAGcrE5wsjYnLrmi2PL9C8pfXK9TMDXMltaiG5349Q3xuBS/NHtTpIFJvh5mRAR/cFMaSH0/wye4kXp4ddLVPqVdijJ89T0wZyH//TiLi3T2AVK18z1gfbhrmoa2T6CrWn8zkra1nmRnszEe3hPHr6Wxe3hRHyBs7AZgX5kpJdQMj391NVb0Se3Mjbh/p2UoIqydRr1Dx2+ls7fuUourLbsxxJdEnCb070xZbwkAu495xvvx721miM8sYqinPj2lBiiCJUqlFqe9nqLs1PvbmLPz+GCXVjWx/coLeANOPh9KoblAywseWVzfH8Vd8AcXVDRgbyJgU6IihXMa22Dw2PzauW9rPhbpbE5tz8dxPppfyyC9R1DUq+faOYcwKcaVBqeL9P8/z85F0TqaX8sWiYT2Sm3w1MW6gA7eP9OSHg6nMDXX9R7b2awt5FXX8rkk1bNncYc+zE7E2u/xg8paYHF7aFCdlTy0aioFcRoBz86KmbbF5mBvJmRniwoJwd8b52V/x/O+/4vMpq1XwxvzBvLX1LBcK+wm9x6HsxqCoPtw20pNPdifx46E0vloiEXqVng46IE3J7hrjgyiKPLvhTLNmFbpQqNTsiM/nS43/8K2tZzE1lDNlkBOzQ12YHOiEubEBa05ksi02r9uUFkM9rNmbWEhNg5JNUdm8tfUsnnZmrH1glDY9y9hAzpvXBzNuoAMv/HaGeZ8f4t0br6xi4pXAy3OC2JdYyIu/xfLH4+MxMugbxSI9gdpGJTsT8tl4OocjKcWIIoz0seX9m0KZE+rKsZQSHlsTxf0rT7Li3gjMjLpOFX8n5PPshjOM9LHjuzuGk1Vax/O/nmnWY2CEty1Lx/l2ySffnVhzIhNvezMWj/Li3e3n9Da76M3ok4SuEsUe7UxjYWzA4lFe/HAwlazSWjztzKS+onqyXJry1ZuaVTw7XWpWAZIOypGUYnbE5fH32QLKNfsPcrHk6Wn+TAxwauWfa9Jx6WzZf1sI87BGFGHu54dIL6llyiAnPlkYrteNM32wM38+OYGn1kXz9PoYjlwo5q0FwZf1MPcmWJsa8s4NoTyw8hTfHkhplv//T4BaLXI8rYRNUVK2VE2jCk87U56c4s9Nw9zxtr84K5sV4sJnt4fz5Npo7l9ximX3jOwS0R5KLuLxNdE4WhgzZoA9t353lPicSu36BeFubInJZUqQUytVxSuN5IIqItNLtW5HHwdzkgv0t6PrreiTT6pKLWLQw9Hne8b68NOhNJYdSeON+cEM9bJh7/nmnUyaupLE51Tw5h9Ss4oHJgxgt6YhxK6zBVTVK7E0NmC4jy37E4uYFuTEj3ePbPNzi6sbsDY17DY/dpOln15Sy5NTBvL0tIB2B0M3G1PWPjCaz/Yk8+W+C1ptjcv1n/YWTB/szPwhbnyxN5nZIS7aWcq1jNSiajZF5fB7dA455XVYGBswL8yNm4d7MMLbts37YV6YGwqVmmc3nOHBVaf5/s7hnSL13WcLuH/lKQDyK+v5bE+ydt1gVys2PDwGC2MDiqoaWH08k4eu87uqWSWrT2RiKBe4VVMA6O8k1Xz0JfQ5QhdFsUeDok1wtTZl/hA3NpzMwt/ZgiMXSlptM8zLmsmBTkz75ACNKjWiKDLy3d1UNyixMjFgZrALc0JdGDfQgS/2XOBAUhEvzBzU7udKZf/dY52fSJWmzQBmRnKendGxllgGchnPzQhkzAB7nlofw4KvjvD6vMEsGeV1TagXvjl/MIeTi3jht1g2PjK2z6WmdQQVtQq2xkqphlGZ5cgEmODvyIuzApkx2KXZzLA9Tfsbh3qgUIq8uDGWx1ZH8c0dw9t1VdU2Ktl9rpB3t5/VBvitTAy4Y7Q3B5OLiM+pZMkoL966PljrH79ztDePrI5if2IhU4Oce/CqtI26RhWborKZFXIxn93fyUKjz67qM4kCfY7Qm1QReyooqov7J/jye3QOH/x5vpnofhOOpJQy5N8Xe2fG51QwL8yV2aGujBlgr73xy2oa+flIGnM0mS3tobiq8bL956IosvJYBm9vO4uXnRlWJobQBc4aO9CBHU9N4NkNZ3h1czxHLhTzwc1hXc666S2wtzDmzeuDeWpdDMuPpnPf+GujD6lCpeZAYhGborPZfbaQRpWaAGcLXp49iBuGuuOsRx++I/r5t430pFGl5tXN8TyxNoovFw9rJhynUKk5nFzMlpgc/j5boJWpAPjhrhEM97blwZWniM+p5OXZg3jwuuYCW9MGO+NsZcyq4xlXjdC3xeZSWa9kccTFytCBzpaoRamvaV/RM+pzhK7SMPqVCH4Hu0mCV0dTWlvnLbH6/lGM8rXTG5X/8XAqtQoVT065tM+2uLqBILeu3zz1ChWv/B7PxqhspgU58fHCcFYcSed/u5Koqld0uvzdwcKY5feM5IdDqXy0M5HY7EN8sXiotjlHX8X1QyTf7X93JjI9yBkv+97fvEAfRFEkIbeSTVE5/HEmh+LqRuzNjVgy2oubh3m0qyoIbevnt+w7esdob02zh7M8sz6GTxaGE5NVzpaYHLbH5lFWq8Da1JAhHjYcSy3B0dKYjQ+PRSWK3PT1EXIr6vV2HwJJK2lRhBef7Ukmo6SmmS//SmFNZCYDHM0ZPeBivUaTSFdyQfW1ReiCIMwCPgPkwI+iKH7QxnYjgePAQlEUf+u2s9SBWmwi9CuTofDAhAGXJPS09+e0+dCU1TSy/Eh6h6xzkHTTr+uihZ5bXsdDq04Tl1PBU1P9eWqqPzKZQKimwCg+p5Ixfp2vlJTJBB6a6EeErx1PrI3mtm+P8fzMQB7sgHJjb4UgCLx7YwjTPz7IS5tiWX3/qD7lTiqsrGdzTA4bT+eQWFCFkVzG1CCpUcRETfprR9CZvqP3jPUhNruC36Nz2BabB0i6R9MHu7BgiBt+ThYs+eE4duZGrH1gFIVV9Tyw8hSCILD2gVHNittaYlGEF1/svcCaE5m8POfK1gmcza0kOrOcV+cGNbsHfB3MkQmQXNh3AqOXJHRBEOTAV8B0IBs4KQjCH6IontWz3X+AnT1xok1QXkELHZBamVkaN2sWqwsLYwMalOo2g0VN1vlTHcioqFeoqGpQdqkK71hKCY+viaJBqeaHu0YwffDFqWuoexOhV3SJ0Jsw1MuW7U9O4F+b4vhgx3mOXCjm49vCu1w1eLXham3Ky3MG8crv8aw/mcXtEb1biKleoWJnQj6bonI4lFyEWoShXja8fUMI88Ncu6SM2RG10cySWv44k8OWmNz/b++sw5u6uzj+uXUXarSFlgptKbTF3WW4DLZhMzaGbWMOzPdOmW+MDYaNCe4wZGy4S6lRAUpLlVJ3TXLfP9KGStqmbWqQz/PsYU1ukt9N7j333CPfU8G46etoceXdkZga6JKcXcjjv14gt0jClnl9Cb+bwxs7gnC0MGTjnF61et12ZgaM7mzHtqtxvDbKo0lLFzdfjkFPR6uKGqqBrjbOVsZEtqLSRVXMYm8gUhTFKFEUi4GtwGQl270M7AKS1bi+KpSFXLSayJvS0hJ4fZSH0ucE5NKhI787xaGQu4hixfESZd75eB97PFSopigrWaxLUlQURTacjebJ9ZewMNJl74sDKhhzkMeMHS0MKzQY1RdzQ11WzurGZ4924XJ0OuNWnOFcZGqD37e5mNnLib6ubfjsYDhJWYXNvZwqiKLI5eh0lu4Mpten//HK1kAik3NZNNSdY28MYc+iATzV17neMsdvPuKBslNpop89G89F8+gv5xj89Qm+OXoTCyNdPpnSBf/3RrJ4uDtFEhlfHokgLbeI2esukZJTxMbnenP6ZiovbwnAr505uxf2VzmE8mRfZzLzSzhY6v03BXlFEvYGJDLBR/kF0d3WpFWVLqoScnEE4sr9HQ/0Kb+BIAiOwKPAcKDamjxBEOYB8wCcnOrnDZUZ9MYuWyzPlG6OfHP0BjYm+sRnFJBTJMHCSJePJnbG1lSfj/8OY9Gma/R2acMHE7wVnWWK2LmK9c6puXLxL1WTooUlUt7ZHcLugARGdrLj++l+1cbIfRzNCYnPVOl9a0MQBGb3caaHsyUvbQ7gyfWXeHGoe6ua7FKGlpbA8qm+jPnxNO/tDWHt0z1bROglNi2fXdfi2R0QT1x6AUZ62oztYs+0Ho70dbFSW6jLztwAUZRfqLMLSjAx0CGnUMLqUjXQTvZmSoWwXhvlQZFUxq+novjrYix6Olqsf6YnO67GseVyHBP9HPj6Md86edr9XK2wNdVj2e5g3twRpHS+r7o5EJRIbpGEWX2U26OOtiaciEimRCqr09i75kIVg67syKk86ewHYKkoitKaTgZRFNcAawB69uxZ07S0armfFG26k85AV5un+nbg+/9uAvJZnF8+5qt4/uDiQWy9Esu3R28yceVZHu/RjrmDXOvknQOk5pR56LUb9PiMfBb85c/1hGxeG+nBy8PdazzJfdqZcyQ0iayCErVVqXi1NWP/SwP43/4wVp6I5GJUGj/O7FbvQQnNRQdrY94Y5clnh8I5EHyXSbVMxlEHykoFh3ey5VDwXXZdi+fKnQwEAQa4WfPaSA/GdGnbKA1e3x6VH9M9nS05E5lapSN609w+FSRsyxAEgcXDOypkoG1M9Fl7JprTN1N4cZgbb4zyrPNFZ19gIhn5JZSUjoRUVnGjbjZdisXTzpQezsqT/B3tTJDIRGLS8nC3bfk9C6ocIfFA+RlM7YDEStv0BLaWGnNrYJwgCBJRFPeqY5HluW/Qm/ZqOdzLVmHQKw+r0NaSe6wT/Rz46dgtNp6/w/arcoGfBeWE+2tDEXKpJSZ9/nYqL20OoEQiY/0zPVUq9SqLo4cmZFUYbNFQjPR0+PIxX/q7W/HunuuM+/EMXz3my+jObWt/cQviuYEu/B1yl4/2hzLAzUpt2trKUFYq+Mb2IEBEKoKbjTFLxngypatjhVi2upDKRC5GpfH+vutEpeQBEBSfyazeTkzq6kC39hZcjcngyXWXeG7jFTa/0KfKxaSwRMq8P6+iJchLiRMyC0jILODLaT5M71W/u++v/olQGPMylFXcqIuQ0nGO/5vUudq7so6lRvzWvdxWYdBVsYpXgI6CILgIgqAHzAD2l99AFEUXURQ7iKLYAdgJLGoMYw7ytn9QX1J0b0ACA5Yfx2XZQQYsP87egIQq2xRJpLy377ri7+p0XcwMdHl3vDfb5vdTPLZwkz+HlcTXlZFS6qFbVSORK4oi685E8dT6y7Qx1mPfSwNUrtstM+jqiKMrY3JXR/5+eSBObYyY/6c/H+0PpbBSOVxLRltL4KtpvuQUlvDx32G1v6ABKCsVlIoiBrra7HtxAP+9PoRFQ93VasxFUSQwLpOPD4TR94tjzF53SWHMVz/Zg4tvj+CjSZ0VQyp6dWjDipndCI7P5MVN1yiR3u/DKJHKeHHTNc5FpvHcABdsyzkgydnKiwdqIy49n8RM5TmM6ipxGsrmyzEY6GrVeLFwszFBaEWVLrWaRVEUJcBLyKtXwoHtoiiGCoKwQBCEBY29wMrI1Oihl3lKCaWTispu8Sob9c8PhhMUl8mSMfJOyz8vxtT4vv+F3UMQ5B2JRro6LNx0jRlrLhKaWLMxTc0twsxAR2ncsaBYymvbAvn0YDgjvGzZs6g/rjYmSt5FOZbGerRvY1hFSleddLA2ZufCfjw/0IWN5+8w9ZfzFYYFtHQ825ry4jB39gUmciz8XqN9TnUGKr9Yil979crERibn8t3RGwz95iRTfj7HXxdj6O5kobhzXDLGkzFd2irNfYzu3JZPpnThxI0U3tkdoujSfnVbIMcikhnZyY4tl2PR0RI4tHgQU7s58u2/N/n11G2V1yeKIn9djGH0D6er7X1rjLuUnMIS9gUmMsnPocYQpKGeNu0sDVuNQVcpKCeK4iHgUKXHVlez7bMNX1b1qLNsUZWmiv1Bifx+IYYXBrmwaKg712Iy+OtiDIuGuik1vOl5xfx+/g4TfB14doALT/Z1ZuuVOL779yYTfjrL9J7teeMRT6Wlfqm5xUrDLXHp+cz/05/wpGzefMSDRUNrjpdXh4+jOSGN5KGXoa+jzfsTvOnvZsWbO4KY8NNZPp3Shand29X+4hbAoqHuHA5J4t091+nl0kbeZatmVCkVbAh3swo4EJTIvsBEQhOz0RKgv5s1Lw51Z3SXtpgb6vLCH1cxN9Tlqb7ONb7X7D7OJGcX8eOxW1ib6pOSIx8D18HKiBM3kvFqa8qGZ3thZ2bA14/7USIT+eJwBLraWjxXSwduYmYBS3cFc+ZWKgPdrRnRyZavjlQ8J8v0ktTN3sBE8oulzOpT8/6DPOxSWVa4pdJqO0XVUbZYW1NFZHIOy3YF09PZkiVj5Boscwe5MmPNRXZdi2e2koNh7ZmyrlB3QK6L8mTfivH1v4Pv8tJwd+YM6FBBIyIlt6hKQvRcZCovbb6GRCay4ZleDPOq//R6H0cLDoUkkZlfXO8yN1UZ0cmOQ68M4pWtgby+PYhzkWl8PLkzxg0Y3tsU6Olo8dVjvjz6yzm+OBTBF1N91P4Zb432ZMnOYMVcTWi44crML+ZQSBL7AhO4fCcdUQS/9hZ8MMGbCb722JZr+w+/m82/Yfd4dWRHlTqHXx3ZkeScQladlHvegoBCufOnmd0Uv6m2lsB3T/hRIpHx8d9h6OnIj/3KiKLIjqvxfPJ3GFJR5NMpXRQ6QZZGetXqyqgDeTI6goTMQnS0BKJTcuna3qLG17jbmnC2dPxdS9f9adlnlxLuly023EW3NzcgUUntsSDA1/9EsNM/HkNd7QraFX1c2uDjaM76M9HM7OVUwVMu751XVvEzN9TlvQnezOrjxOeHwll+OILNl2J5Z1wnRne2QxAEedt/aYuxPF4ezReHw3GzMWHN0z0bPHSibCRdSEIWg5pg+K29uSGb5/bhp+ORrDh+i4C4DFbO7I53A6QNmgK/9hbMHeTKmtNRTPSzp7+b+pLIIK/YOHsrhZ3XEhCg3oarTAhrf2ACp26mUCIVcbUx5rWRHkzyc6BDNcfLyhORmOjrMKe/6ho25Q2/KMoFtT6c6F0hVFO+csdAR4v39l5HT1uLJ3rdr6m4l13I27tDOB6RTB+XNnz9mF8F2YWy+b6NQeVktEQm8s6e6wiCUONnutuaUCyREZeeX+132lJotQZdHSGX7s6WJFZqYtDT0cLV2pifT8i9EbkWxv3nBUFg7iAXXtkayPGIZEaWa+JZeyaKgnLeuTJcbUxY90wvTt9M4dODYSz4y59+rla8P8Gb1JwirN31WLYrmG1X4hS1od2dLNQyQaiLw/0Zo01h0EF+h/LaKA/6ulrx6rYApvxyjvfGd+Kpvs4tot67Ol4b6cHR0CSW7Qrhn1cHq32upKmhLkZ62oT+b3SdvocSqYwzt1LYF5jIv6VCWG3NDJgzwIVJfg61ardEJudyKOQuC4e4qTyJ6OcTkaw5HVXhsXE+9lWMeXljWSiRoSXAkl3B6GgLPNrNkX2BiXy4P5QiiZQPJnjzbP8OTSodoapuTWXK7tiHfnMSxyaojW8ILb9SvhLqKltMyirkeEQynR3McLQwRAAcLQz5apovT/froNgu/G42g748wdu7g4lOlVcFjPOxx8HcgLVn7h/kNXnnyhjsYcOhxYP4ZHJnIpKyGbfiDNmFEv4LT2JrOWMOsO1qPO/tDWnQ/gKYG+nibGXE9UaOoyujn5sVhxYPYoCbFR/sC2XBX/5kKRkY0lIw1NPmi6m+xKbn8+3RG2p//+jUPFysjVUy5jKZvFv03T0h9P7sP57beJWTN1KY3NWRrfP6cn7ZcN4Z14kujua1vt8vJyIx0NFWWWFyw9lovimtVdfX0eKLqT6425ow74+rhN+9P6hCmbGUifLXvL49CJe3D/HqtkDcbIw5tHgQzw10aXIdoLro1pSxNyCB1eWSvNUVTrQUWp+Hrqayxc8PhSORiaya3aPCLV9IfBbTVp1nsIcNG5/tRVxGPmvPRLH9ajxbr8Qxros9C4a4MWeAC58dCic4PhPfdhYK7/yVEdV755XR0dbiqX4dmOTnyNJdwRwJTSIhU3nZ15ZLcXw6peHxXB9HcwJiMxv8PvXBykSf9c/0YsO5aL48EsG4FWdYMbNrjaJNzUk/Nytm9XFiw7loxvvaK+bLqoPo1DxFKakyRFEk/G4O+4ISOBCYSGJWIYa62ozytmNyVwcGdbSp8wi9mLQ89gUlMqd/B5Xq7LdejlWUcFoZ67H2mZ50d7JksIcN0345z7O/XWbXwv60szSq1iiWl53u4WzJ9vn9miUOfT0hC0GQh4sqU1My+ut/blBYUlE6uzFr4xvKQ+mhX4xKY39QIgsGu1Yw5ln5JSza7I+ViR4/TO+KlpaAs5Uxn07x4ezSYSwY4sbpmylMXHmWgyHyUM3aM9Gk5Rbx+/k7TPR1qFfzgZmhTq0HuVSFOnZV8G1nTkJmAel5xWp5v7qipSUwd5ArOxf0R0sLnvj1Ij+fiFSUo7Y03h7rhZ2ZAUt3BVMkUU9dfVk81lVJGC02LZ+Vx2/xyPenGbfiDOvPRONlb8aPM7py9b2RrJjZjRGd7Oo1D3XVydtoawnMG+xa67b7AhN4e4/8rtDVxpg9iwYoJJMdLQz5/bne5BdLeXrDZTLyilWq0PGPyWDU96c4cv0uyTlNp5tzIiKZJ369gJmBDvqVvrfaktH18eqbk9bnoZcZ9HrGXyVSGR/tD8XRwpCFQ+9706Io8saOIO5mFrJ9Qb8q7c62pgYsHePFwqFubLoYy/qz0YBcC+JoaBJFEhmL6+Cdl5FfLGHJzmDFBUKgqq5CGbdTcnGrQ+25Msp0ZkISshji0TRxdGX4tbfg4OJBvL07hK//ucHFqLQWqdxoaqDLZ4924bmNV/n5xO1qhdrqQmx6PjIRRYJNXgqYyL6gRMXdU+8Obfh0ShfG+dgrbb2vKwmZBey6Fs/M3k4VKl6UUTbUWRSht0sb1jzVo0pVlGdbU9Y93ZOnNlzmud+v8MqIjny4P7RK2GVwR2tm9XHi9K1UNl+KJSoljwV/yadoObUxooezJT2cLenZwZKOtqZq9943XYrhg32heNqZ8tucXly4nVanKprGLjFVN63WoNfXQf/rYgwRSTmsfrJ7hUTXmtNR/Bd+jw8netc4vMHMQJeFQ92YM6ADPx2/xc8nbituK6/FZuLUxlhl7yk2LZ95f17lxr0cXK2NiUrNq9aYA4z49hRP93PmlREd692arjDo8ZnNatBB/l2unNmNQe7WfHQglLE/nuH76X5NlrBVleFedkzp6sAvJyIZ26Vtg+er3inNxfjHZLAnIIFzkanIRLkQ1rKxXkz0c1C7Hk5Zs8/8WqQoTt+UD3WWykSmdHXgy8d8qx2/1sfVihUzurJw0zXaGOnx7vhOfHYwXGHUu7Y354/n5Tp+Y7rYs2S0J4+vvsCt5FyGecpDRmdupbCnNB5tqq9DN2dLejjJDbxfewtM6lnmKpOJfH30BqtO3maopw0rZ3XHRF+nzlU0b4325K2dQRUkCRqrNl4dCKq0pDcGPXv2FK9evVrn1529lcqT6y+xfX4/ervULfaamlvE8G9O4tvOgj+f761IIF2KSmPWukuM6dyWlbO61anqoMOygxX+bmtmwNxBLszs7VRjzfWpmyks3hIAwIqZ3TgRkczG83ewNdVniKcNu/0TkIoiWkLpsNpyEp76Olq8OtKDOQM61Es3evg3J3G3lZdCthRu3svhxU3XiEzJZcEQN14f5dGi1O3S84oZ9d0pHC0N2b2wf71UJQtLpJy8kazwUEHupU7yc2BSVweVRdzqSnJ2IQO/OsHUbo4sn+Zb4bnypYZWJnpk5hcjkcHi4e68NspDpXPhz4sxvL9XLo2hrSXw4lA3IpJyOHkjhYOLB1YoEkjPK2bmmovEpufz+3O96dXBktj0fPxjMrgak8G1mAxu3MtBFEFLkF/kyrz4Hs6W8gKGWtZUJJHy5o5gDgQlMquPEx+Xm19aH+b8dokTN1IbVGKqTgRB8BdFUenJ2/o89AYkRb8+coP8YikfTfJWHBQpOUW8vCUApzZGLJ/mUydjnpZ7P4H5zjgvPOxMWXXyNp8eDOen45E8078Dz/bvUOGWWRRFVp+K4ut/IvCwM+XXp3pgb27IMxsuA7BxTm+8Hcz4+jG/Cp8VmZzDpwfDOXkjRaFD/dfFGJaM8WSir0OdKgZ82plzOTpd5e2bAg87U/a/NJCP/w5l1cnbXIpKY8XMbhUkW5uTNsZ6fDSpMy9vCWDDuWjmDVZNdE0qE7lwO419gQkcuZ5ETtF9HaA9i/rTVc2t/spYczoKiVTGwqEV11y51LBMvnlG7/YqDxTPKSzhejk5icEdrXn9EU9Sc4sY9d2pKoO42xjr8dfcPsxYc4E5v13mz7l96O5kibOVsaKbOKughMC4TPzvpHM1JoOd/vH8cUEut9HWzIAeHe578Z3szSpc+DPzi5n3hz+X76SzdIwXC4a4Nvj7lcigi6MZf788qEHv0xS0PoMuk4c36poUDYzLZLt/HHMHuigSl1KZyOItAWQXlvDH873rPG9zzZkoBAGsjPXZeO4Op5YMY6inLf4xGaw+dZsVx26x9nQUM3q3Z+4gVywMdRXx8vG+9nz9mC9Gejp8UE74q7qmG3dbUzbO6c2JG8l8+ncYt1PySMgs4JWtgaw/G8274zrRx1W1aUQ+jubsC0wkJaeoRcWsy0oF+7tZ887uEIVy45guVedQNgcTfO3ZH5TIt0dvMsq7bbW9AaIoEhSfxb5A+ai2lJwiTPR1GNOlLZO7OrDi2K3SaUONP5c1LbeITZdimdzVscqgCWWlhgBnbqo2sORcZCpLdgZzN6uABUPcuJddyJ6ABP68GMNTfZ0Vg7g3nI3mhXKJWBtTfTa/0Jfpv17gmQ2X2TS3D77tLBTPmxvqMsTDRhESlEhlRCTlVPDiy4ZgGOpq49fenB7OltiaGvDT8VtkF0hYMbOb2mSQI5JyGNzCwoDV0aoM+t6ABEUZ1Qt/XOXdcZ1UuvWRyUQ+3HcdaxP9CsMmvv/3Jhei0vjmcb86D4FNyy3ij/MxTPJzYKKvA3P/uMqhkLtM7upID2dL1j7dk1v3clh9Koo/L8Tw27k7iteWn3y+/Wqcwvvo3aH2ENIwT1sGulvz18UYvvv3JjmFEoLjs5i+5iKPeNuxbKxXraJd5UfSNURKoLGY6OeAXzsLXtpyjQV/XePpfs68M65Tk44lU4YgCHw6pQsjvzvF0l3BbH2hb4U7o8jkHPYHypObMWn56GlrMdzLlsldHRjmZatY/5s7gposT7D+bDSFEikvDqt6R1HfCo68IgnLD0fw58UYXK2N2bmwP92dLJFIZWQXlPDBvuvYmOgxyc+BA0F3+eboDUZ621W4ANqZGbD5hb488esFnlp/mc0v9KGzg/IyTh1tLbo4mtPF0Zxn+ncA5Ho1/jEZXL2TwbXYDEUjYBnnI1MpKpHSw9lS5Xp/ZaTnFZOSU4SXCvOAWwKtxqBXvj1MySlSWfx+p388QfFZfPfE/Yk+xyPusfJEJDN6ta8yS1AV1pyJolAi5eXhHXG1NsbVxph1Z6KZ5OegOHg62pny7RN+9HC25J099xuDrsZk0CsuEy1B4L091xnobk1CZgHWpqpVM+hqazFngAtTujryw383+b30gnA07B5Hw+7xTD9nXhnpUW11RGdHcwRB3jHaEg06gJOVETsX9OfrfyJYeyaaK3cyWDmrW4OrfBqKnZkB743vxNJdIWy+HMtwL1uFEFbY3XJCWMPcGd25bRUlv7wiCfeyi9TS+VsbWfkl/HEhhnFd7JWW09anguNSVBpv7QwmLiOf5we68NZoT8WFSkdbi5WzujNr3UUWbw3kz+d6lw7iPsXSncFsnVfxAuhgYciWUk/9qfWX2fJCX5UGqYNcVmKCryETfB34JzSJ+X/6AzC1myMZ+cUcCrnL1ivyQWtWxnp0L6umcbaki6O5UudA2dARWzP5Hayq62puWk1SdMDy40oPPkcLQ84tG17t67IKShj+zUlcrI3ZsaAfgiAQn5HP+BVncbQwZPei/nX2/NJyixj45Qke6WzHjzO6AfLyqHf3XGfrvL70LQ19iKLILydv883RG3jamfLlNF+ORSTz+/k7ZBXc75K89v4ohn1zksldHfh4cpc6rQXg1r0cPjkYzumbKYrHTPV1eHG4O8/2V544HfHtSVysTVj3TMtJjFbH8Yh7vLE9iCKJjI8nd6nXBVidpOcV0/2Tfys85tfegsl+DlWEsCpzPSGLCT+d5ZfZ3Rnn07ihpB//u8X3/93k8CuDlFbmVHaSQB7C+GKqTxUnqbBEyldHbvDb+WjaWxrxzeN+1RYlZOQV89jq8yTnFLFjQT9C4rN4a2cwH0/uXKELu4w7qXlMX3MBqQy2ze9bp4v2hrPRfHIwDN92Fqx7uqcihCiTiUSm5Fbw4ss6vfW0tejiWJZsbUMPZ0vORaYq/S7GdrFjd0Ail98ZUWu5Z1PxQCRFq7sNTMgsIC49n/ZtlCfPvv/3Jun5xfw+SV7VUiSR8uKma8hkIr/M7l6v2/g1Z6IoKvXOy5jWvR3fHr3JujNR9HW1IrdIwls7gjh8PYlJfg4sn+aDkZ4Ofu0teH6AC34fH1W8dvqvF8gqKMGyngqIHe1M+X1OL07eSOGTg2FEpeSRU3ZbfEF54tS3nQXnb7eO4c7Dvew4/MpgXtkawJs7gjgfmcrHU7rUu6StPuQXS/g37B77AxM5Ve7CCXDyzaEqizbdSZMblcb20HMKS9hwLpqRneyqLbMsM9q11WVfi83gze1BRKXm8VRfZ5aN9aqxgsvSWI/fn+vNtFXneXbDFXYt6s9gDxuWH45gmKdtlXO1g7Uxm+b2Zcaai8xae5Ft8/rV+n1KZSKfHQxnw7loRnnbsWJGtwplyFpaAh52pnjYmTKzt3yCUmpuEddiMhSx+N/Px7D2jLyfRFtLUJREl1FQIuVI6D0sjXRbVK6pJlqNQa/u9hDkojlTujqyaJhbhat7RFI2f16MYXYfJ0X99ecHwwmKz2L1kz3qpZxWPnbubnv/s45cT6JEKuO/8GR6fPIvOloCKblFvDe+E88PdKkQw/vuX7k2yDeP+8nj+/tDAfjx2C1szfSZ1r1dnS80giAwzMuWgR2t+fNCDD/8d5PsQokicbrhbDTvlEuc+jiasycggXvZhdi1EM+jJtqay2OuK49H8uOxmwTEZfLTzG6K37UxKC+EdTT0HgUlUuzNDXh+oAuTujpwMSqdT/4OIyAuQ+VjKbp0SlAHq8Y16H9djCWroISXaxCKg5rVDQtLpPzw3y3WnL6Nvbkhm+b2YYCK4wvbWRrx+3O9eXy1PPH544yuTP/1Ist2B/PX832qxLTdbU3YVFr9MmvtRbbN71etk1ZQLOXVbQH8E3qPZ/t34P0J3hUakgpLpKTnFZOeV0xGfum/ecWk55eU/luMvo4W7doYKqY2VTbmZeQXS/FtV7tGTkuh1YRcqrs9XDrWk5i0fLZcjqVIImO8jz0vDXfH086UGWsucuNeDifeGIqlsR77gxJZvCWAFwa58O5473qt+4tD4aw9E8XR14YoDLqytQEsGuqm0FEvY8fVON7aGVxhDYFxmUz5+ZxiG2sTfZ4f6MLsvk71HrCQnlfM9//erDJdqSxxmp5XzGOrL7Du6Z4VFCNbAxej0nhlawAZeSW8M86LZ/p3UNsJJ5OJXLmTzr6gRA6H3CUjvwQLI13G+dgz2c+BXh3aKO50pDKRx1efJyo1j39fG6KSF/f6tkAuRqVx/u0RalmvMvKLJQz68gSdHc3547ne9XqPkPgsXt8eyK3kXGb0as+74zvVuQoM5L/V0+sv49POnHE+9nzydxjLp/owo7fyuaOhiVnMWnsJUwMdts/vh7WJPpn5ciOcnldMZHIuH+wLVWw/uauDwnBn5JWQnlestHIH5LLYlkZ6WBrp0sZYD0sjPfm/xnpsuhhDtpLRkgLwTP8OfDSpc9U3bCYeiJBLbbeHi4a6s/5sNH9ekA+QKOOzR7tgaayndFhFXUnNLeKPC1W98+rKv/YFJlb4rKC4TN7de50B7lYsLfd4ep68nn3Pov4UFEtZdeo2Xx6J4JcTkTzZz5k5Azpga1o3L7qNsR6fTOnCk32d+fRgGGduycMrR8PucTwimand5d9bSEJWqzPofV2tOPzKYN7cEcRHB8I4dzuNrx/zrffQDlEUCbubzf7ARPYHJXJXRSEsbS2Brx7zZdyPZ/noQCg/z+pe62dFpebhYtO43vmWy3Gk5RXXKONcHcUSGSuP3+Lnk7exNtHjtzm9GOZZ/8R5X1crfpjRlRc3X8PMQAd3WxOW7Q7BUE8bfR3tSh60/N+cwhKyCkrov/x4je9tZqBDUFwmlsZ62Jka4NXWrJyh1q1gsNsY6WFmqFuttICnnWkVp0xfR4siiazVJEShFXnoqpKZX8zPJyIVsbFBHa15YZArn/wdRnpeMQcXD6Ktef1CDMq8cwCXZQeVtuwLQPTy8YC8KmfSyrNoCQIHXh5YoQJl+5U4luwK5sySYYrbzJD4LFafus2h63fR1dbi8R7tmDfYFWcrY6XZ+JoqfURR5HhEMp8eDFckhsoT8cmYZi8JrA+iKLLh3B2WHw7HxkSfFTO70VOF0s8yYtLyFGWGkcm56GgJDPawYXJXB0Z2slN5utLK47f45uhNfn2qB6M7t61xvX7/O8qkrg5qUc5URmGJlMFfncDVxpit8+TDylU9XsISs3lzRxBhd7OZ2t2RDyd0rlYzXSYTySmUKDzn8gZZ8W9eSannXEyUkuOuPEZ62hUMcExaHjFp+YBcmz6rQJ4TAFj7dE+GetqovZO48vc0prMd68/dYfei/jXKgTQ1D4SHrioWRnqKNt+Rney4FpvB06VdmAuHumFnVr/kRnXeOVQf37cvvXCUSGW8uPkaGfnF7FzQv0o5YUppx2n5W3afdub8PLs7USm5rDkdxfarcWy5HEvXdhaE3s1W6MeU6TND9eWbgiAwopMdgzra8MeFO/x47BY55W4vR3x7ql4dp82NIAg8P9CFXh0seXlLANPXXOS1kR1ZONS9Wk8sOaeQg8F32ReYSGBcJiAXoPrs0S6M7VI/Iaz5Q9w4GJLEe3uv09fFqlojmJFfQnahBBfrxiu93OEfT3JOET9M7wpUDQcqO15KpDK+OXqDX0/J9f1n93Gih7MlO/zjSj3okgqGOiO/mIz8kmrjzno6WrQxKvWMjXXxdjBjYEdrRb9FGXMHuvD8IBcsjfSUOhSXo9N5ZsNlvv9Prsfuam3Mb3N6VWmQUheV8wk/HbsF0GiSDI3BA+ehR6XkMvqH00zyc+TbJ/xYdyaKTw+GK57v5mTBy8PdGeZpW6e4a5l3/u/rQ6qUVVUXQ5/esx1fPubHR/tD2Xj+Dj/O6MrkrlWN7v8OhLLjajzX/ze62s9Pyipkw7lo1p6OUno3UFv5ZnnScov4/r+b/HUxtsLjfu3MeXe8d501cloCOYUlvLPnOgeCEhngbsX307sqwlTZhSX8cz2J/UGJCiEsb3szJnd1YIKahLCuJ2Qx+edzTOvuyFeVZBvK8I9JZ9qqC2x4tifDvdQf5iqWyBj2zUnszPTZtbA/giBUW+6rr6OFi7UxEUk5Nb6ntpZQbQijzGArHi/910hPW+m5JYoiS3cFs/1qPCDvCP339cHVhhNFUeSZ364oynHrUk2kDl7cfI3g+EzOLFHtvGoqHhoPXRRFPv47DH0debI0JD6Lr47cYLCHDb8+2YNd1+JZdfI2z228ire9GS8Plzd/1OaVlnnnk7s6Kq2RLbuqv7snhLxiKQ4WBiCCf2wmO67GsfH8HZ4f6KLUmIM8HGNtUrNn2NbcgDce8agyCqyMuugzW5no8+kUH7ztzSs0PAXFZ/HErxcY3dmOpWNq7zhtSZga6LJiRlcGulvx4f5QRnxzigl+DmTmF3MsIpliiQynNka8OMydSX6qTZWqC10czXlhkCurT91mop+D0k7Q6FR5CKGxPPS9AQkkZBbw6aNdFAa1psET5Y25X3sLnuzjVMVgmxnoqC3hLAgCnz/qQ2puMccjkskqKOH9vddZ/WSPKp8hkcr4cH8op2+mYG6oS1ZBCYu3BvDX3D71LhSoKzeScvC0a9nzbyvzQBn0Y+HJnLyRgrmhDn0+O4aWloCJvjY/TO+KoZ42T/Z1Znqv9uwNSOCXk7dZuOka7rYmvDTMnQm+9tUqsq05La87f6mGJNOUbo7kF0t5Z08I2+b142pMOq9tC+KtncH0d7Pi7bHVJ2JTc2vXVDkfmcp7e69X+3x99Jkf7ebI+/uu09HWhMISKXdKY5b/hN7jWHgyT/Z1ZvGIjmrR424KpDIRBwtDPNuaERSXyZbL8juQJ/s6Ma17u0YXwnp1ZEeOhibx9m75HNLKMfjoVHmcvp2l+rW0JVIZP5+MpIujGUPLySJXFw7U1RYokYqM7mzHZ4/6YF1POea6Iu8m7castZcIjMvkn9B7HAy5ywTf+7oreUUSXtp8jRM3Upg/xJWlo704cSOZBX/58+yGy/zxfJ9G70EokkiJTs1jTA05kZZIy9EnbSCFJVKW7ApCALIKJIjIT/DCElmFDkpdbS0e79me/14fwoqZ3dAS4NVtgYz47hTbrsRSLKk4bkrund+p1jsvT5mwVtjdbPq53q/XXTmre43ynam5xdWeUKm5Rby2LZBZ6y4hFUUWDHHFsFK8sb76zIZ62nS0NcHOzICjrw3h3XGdMC09USQykY3n7zDk6xP8euo2hdWUgjU3oigSEJvBR/tD6fvFcZ5af5mo5Fwm+NrjVJpgDk3MxtpEv9FriQ10tVk+zZf4jAK+/qfqHNLo1Dyc2hg1iizw38F3iUnL56VhHSvs51ujPascLwA6WgI/zujK6id7NJkxL8NIT4cNz/ZSTGz6cF+oQrk0ObuQ6WsucOpmCp9O6cLbYzuhpSXPAf00sztB8Vk8t/EK+cVVSwzVSWRyLlKZ2KoqXOAB8NDLMtPVNR0VSWRK5/9pawlM8nNggo89/4bfY+XxSJbuCuHH/26xYKgbT/Rsj4GuNmtOR1EskdXonZfhaWeKliCvUNlQOtEI5EJCNXm5qblF9KuklCiTiWy7GsfywxHkF0tYPNydRcPcMdDVxqutWZ2qXGrCx9Gc4xHJ6GoLvDDYlUe7O/LdvzfZejkWmQg5hRK+KBViWjLGi4m+9k3eZKGsSqOLoxn7AuUaKrHp+ejpaDGiVAhrqOd9IayDwXdZtiuYcSvO8NU0X8Y2crt9b5c2PN3Pmd8v3GGin32FealRKXmN0iEqk4msPBGJp50pj1QqQS07Lr44HM697PtyzyffGtasDWVtSrtJp646T0pOER8dCOPl4e7M+e0KGfnFrH+mVxWdoTFd2vLD9K68sjWAub9fZcOzvRqtOutGaTiqtYhyldGqDXp1ycjK1BRf1tISGN25LY9423HqZgo/HY/kg32h/HQ8kqndHVlzOopHu9XunYPc43WxNmbliUgAPp7cmS8PR7DuTDTfl1YdVKZEKiMzv6SClxSRlM27e67jH5NBX9c2fDrFp0JlTV2nrtSEbztzdvjHk5hViKOFIdYm+nz+qA9P9XXm4wNhXIhKAyA+o4DFWwJYfzaa98Z3olcdygMbgrIqjde2BSIiH4AwwN1angvp0lZpbHW8rz2+7cx5aUsACzddY3YfJ96f4N2oZZpLxnhxLDxZLpW8eBAGutrIZCJ30vIYqGKnZV04EppEZHKu/I6zUj5IFEVyiiTkFEow1dehjYkeMWn5pOcVN3uHcPs2Rvw+pzfTf73AgaBEDgQlAvJqr/JaR+WZ6OeARCbj9e1BzP/TnzVP96h2olJDuJGUg562VpMmYdVBqw65VNfQUxlV4suCIDDU05adC/qx+YU+dLQ1UZRxCYK8UkIVbpe2Ej83wIWn+3XgiV7tORCUyN0s5ReVtNKhAtameuQXS/jicDgTVpwlOjWPbx/3Y8sLfauUSaoTn1Id6pD4zAqPd7I3Y/MLfVjzVA+cyw3SDorL5PHVF1jwp7/SmnZ1o+w3FgFzQx0uvjOCP5/vw+M929eYKGvfxogd8/sxf7Army7FMuXnc0Qm11zd0RBM9HX4fKoPt1PyWHlcfnFPyi6ksESm9qYiURT56XgkrtbGjK9095GQWcBT6y/z/t7r9HC25J/XBrPvxQEY6WmztprkelPj7WBGJ/uKXnCZkure0tF0lXm0Wzu+nOrLqZspvLjpWpUwqTqISMrBzdakRU3NUoXWtdpKqFLZUdf4siAI9HezVqgoAuy+lsCA5cf59ugN0vOKq31tSLnJLWUaGs8NcEEmyuPRykjJKVK8dtR3p/n1VBTTurfj2OtDmNajXaOHN7zamqKjJRBcbu1lCILAI53bcvS1wbw91qtCIupIaBKjvjvFR/tDyajhO2ko1f3G2QWSOnXP6ulo8fa4Tvw2pxfJOUVM/Okc26/G0Vhlu0M8bJjWvR2rTt0mNDFLcfFzUXMN9bHwZMLvZrNo2P3ae1EU2X4ljjHfn+ZabAafPdqFP57rjYOFIRZGeszo5cT+oMRqw5RNhSiK/PjfLS7fyajyXEGJVGkeoownerXnkyld+C88mVe2BiCRqteo30jKaXXhFmjlBr06z1tbEBCQ12YrkwJVhTWnb6MlwPE3hvD3ywMZ4GbNT8cjGfjlcT4/FE5yTmGF7dNyi5j/5/26+pv35B5g+zZGjO1iz+ZLseQWVU3kXE+UG9KtV+Iw0tNm+/x+fPmYL5ZNVFlioKuNh50pIQlVDXoZ+jrazB/ixok3hzKzd3vKrjFlidPBX59gzenGSZxW9xvXd+r6ME9bDr8yiK7tLViyM5jXtgUq/V3UwfsTOmFppMeSncHcKj0e1Omhy73zW7RvY8jkrvIqkXvZhTy38QpLdgXT2dGMf14dzOw+zhUcg+cHuSBChTxPU1MskfHWzmBF05AyanPYnurrzAcTvDl8PYnXtgdV2+hUV7LyS0jKLmx1CVFo5QZdWQbfUFebb5/wI3r5eM4tG14vY56SU8SfF2OY0tURVxsTujias/qpHhx9bTCjvO1YdyaKQV+e4KP9oSRmFig6QdPyillfqi8efjdb8X5zB7mQUyhhe6ngPsjLzNafjVZ07c3q48TBxYOapanHt505IQlZtXqrNqb6fDHVl79fHkhf1/vrLCyR8vmhCEZ+d4r9QYlq9XrfGu2JrnbFu5SGTl23MzPgr7l9eH2UB/uDEpmw4gzXa7ig1RcLIz0+mdyZ0MRsPjoQhqGuNnZ11ORRxt4A+R2jy9uHCIrPoq+rFTpaAnsC4hn13SkuRKXx0URvNs/tq1Sx0NHCkEl+Dmy5HEtWvmqhRHWSXVjCcxuvsNM/nldGdMTRQvl3ospF+7mBLrw91osDQYm8tTMImRqMekSS/NzVGPQmZko3R76Y6iOfBE7DPPLyrDl9W2lli4edKT/O6MaxN4YyuasDf12MYcjXJ+j47mEuRqXzxVQfhnvZYmWsR1g5g97NST4pZf3ZaCRSGUFxmUz++RyflI7TA3h/vLdSAaimwKedOZn5JcRnqHYL3tnBnC0v9GX1kz1wamNEiVTEQFeL1NwiFm8J4NFfznPljnqGUE/p5khfVysEUOtvrK0lsHhER7bO60eRRMajv5xjw9lotYdgxvrYM7aLvJZZJooNllYoSxKXD5fsD0xk4k9neW1bEB3tTDn8ymCeHeBS42fNG+xKfrGUvy7FVLtNY5CYWcDjqy5wMUouqPbaKA/eGu3VoFLc+UPceGOUB7uvJfDOnpAGG/Ub91pnhQuoWOUiCMIY4EdAG1gniuLySs/PBpaW/pkLLBRFMUidC60OdVZ8gFzr48+LMUzp5lhtp6SLtTFfPebH4hEdGfPDGUqk8lv2s7dS8W1nTid7M8LvVky6zR3kyoK//On7xTHS8oqxNdXnl9nduXong21XYiuI8zc1ZTNGg+OzqtWgrowgCIzp0pZhXjb8du4OK49Hkl8swdxQlxtJOTy++gJjOrdl2VivBlcKZBWU0NulDdvm92vQ+yijt0sbDi0eJJ+o83cY52+n8vVjfmoNef1vcmcOX0+iSCLDZdnBBpWaKksSF0lkXE/M5t1xnXhuoEu1Ojbl6WRvxhAPG347F83zA12aRJwtNLG0hrxIysY5vRnYUV7xo+qgjZp4eURHiqUyfjoeia62Fh9P7lzv/FNEUg5mBjq0bQVzAipTq0EXBEEb+BkYBcQDVwRB2C+KYli5zaKBIaIoZgiCMBZYA/RpjAU3NmtOyevOy08jqo7M/BJKpDJcrY0Z7GHDtitx7AlMoMzJ2+0fx7f/3iIxswCLUsGm1Nxinu3fgTce8cDUQJcj15OwbuZpKJ5tTdHVFghJyGK8b93qtPV1tFkwxI2p3R359p+bbPePw0BHm7ZmBpy4kcyxiHvyjtPhHetlJAuKpYQlZjOv3NR4dWNprMfap3vw27k7fHE4nHErzvDjjG5qC3+dKdfYJqKaoFp1VBdXFoAX6vgdzR/iyqy1l9h9LYFZfZTrk6uLkzeSeXHTNcwMddmxsF+VoezqcMxeH+VBsVTGr6ei0NXW4v0Jnepl1OUJUbNWM9SiPKrc4/cGIkVRjBJFsRjYCkwuv4EoiudFUSxLVV8EmnfoYz1Jzinkr0ty77y2BhB5EtQfK2M9ti/ox0eTOnN26TAWDb0/Xf2NHcEkZBYgIlfaK2O8r71iWIBcx6V5Dbq+jrxZKSQhs97vYWtqwJeP+XLgpYH4tDMnKbsQE30dHCwM+b2043RtqYRCXQiOz0QiExtdvlQQBJ4b6MLuhQPQ19FixpoLrDh2Sy2Jti+PVK3WqK2KQxlZBSXo6yo/ZeuTJO7naoVvO3PWnolSW0JRGVsux/L871fl0s8vDqhizNWFIAgsG+PFnAEd2HAumi+P3KhzCE0URW4m5bTK+DmoZtAdgbhyf8eXPlYdzwOHlT0hCMI8QRCuCoJwNSUlRdkmzYqq3rlEKuOlzQGk5Bax+qn7rdNWJvq8NdqL7aWhAaUa6QIVaoBTc4uwaWaDDvI4ekh87YnR2ujiaM62eX1ZNbs7hnraxKTJ571amejz2aFwRn53igN1SJxei80E5CqZTYFPO3P+XjyISX4OfPfvTZ5cd4l72YW1v7AGknOKlD5eF0G1wLhMBn15nMKSquV59U0SC4LAgiFuRKfm8W9YUp1fXxsymchXRyJ4e3cIA92t2b6gX6M3MwmCwAcTvHmyrxOrT93m+/9u1en1CZkF5BRJHmiDruy+Q+nZKAjCMOQGfamy50VRXCOKYk9RFHva2FRVo2tO6uKdf3E4ggtRaXzxqA++pY055anp5BBF+Df8nqIuOTW3CGvT5he/8nE0J7tQQmx6foPfSxAExvrY89/rQ1gyxpPUnCLiM/LpZG+GTAYvlyZOr6qQOL0Wm4GLtTFWTXjRM9HX4fvpXfnqMV8C4zIZ9+MZTt5Irvf7KdNSAdW8aplMZO3pKKb8fE4xIm20tx0OFgZqSRKP7twWZysjVp2KUmtCuEgi5dVtgfxy8jYzezux/pmeTTbUWxAEPp7Uhek927Pi2C1+Lu3cVoXW2vJfhirfcDzQvtzf7YDEyhsJguALrAPGiqKYpp7lNR2/noqiRCrW6p3vDUhg/dlonu3fgWk9KkaWwu9mM/bHMzW+vq2ZAel5xWw4G80HE73JqNT231yUT4yqa4CAga42i4a681j3dnxz9AY7/OOxMNSlm5MFcekFPLb6AmO7tGXpGOWJU1EUuRaTwRDPpr/4C4LAEz3b093Jgpc2B/Dsb1eYP9iVNx7xrFM1UkY1My5V8arT84qZ/+dVrpQ23rQ1M2DdMz3VOhhbW0vghUGuvLf3Opej0xVDxBtCZn4x8/7053J0OkvGeLJwiFuTx6O1tAQ+n+pDiVSu5aSrLTBvsFutryuTFPZopQZdlSPzCtBREAQXQRD0gBnA/vIbCILgBOwGnhJFsfpOgRZKck4hf5XWndfknV9PyGLprmB6u7Th3fGdFI9LpDLGrzhTwZj7OFaNExrqarNsrBeTujqwwz9OMXG8JRh0DztT9HS0amwwqi+2ZgZ89Zgf+18ciLutCQGxmZjoa9PXtQ2nbqYw6vtTfHwgrErHaWx6Pml5xc06/svd1pS9Lw7gyb5O/Ho6isd/vUBsmmp3MVKZyCvbAhV/16W89mJUGt0/+VdhzBcNdePUkqFqNeZlPNajHVbGevyqBjmA2LR8pq46T2BsJj/O6Mqioe7Nllwsm/k6wdeezw9F8Nu52hupbiTl4Ghh2GSa6+qmVg9dFEWJIAgvAf8gL1vcIIpiqCAIC0qfXw18AFgBv5T+eJLqJmq0RH49FYVEJira9ZUh95b8aWOsxy+zuys0HvYGJPBquZN2zVM9eKRzWzacjSYkIYy2Zgbcyy6sUIrlZW/KTv94fijtkmsJBl1PR4tObU0JrqTpok582pmzfX4/DoUk8fmhcC5GpdPNyQIDHW02no9mp38cLw/vyNP9nTkcksT/Dsinu684dgsTfR21lqfWBQNdbT6d4kN/N2uW7gpm/IozLJ/mW2tF0I//3VRIN0/t7sh3T3St9bOkMpGv/olQ6AiBfHh4t0a8qBnoavNs/w58++9N+VCHenqnQXGZPP/7FUqkIn8+31st3n5D0dHW4vvpXSmRyvjfgTD0dLSY3ce52u0bsv8tAZWCWqIoHgIOVXpsdbn/nwvMVe/Smoby3nl19dLyJOg1UnKL2DG/H9Ym+qTmFtHz0/8U2wx0t+aP53ormjnKtNGXT/NhaKWp6V5tzRjU0ZrD1+WxdpsWEEMHucHdF5CITNbwBpjqEASB8b72jOhky/qz0fx8IhKJVGSIhw3ZhRI+OxTOqlOR5BRKKJHKY7rJpWJNUPcyP3UyzsceH0dzFm8N4MXN1zh324kPqlFuPBZ+jxXHIxnva8/B4LsK7e+aSM4upP/y40hKK05m9nbiw4mNqwxZxlP9nPnl5G3WnI7i2yeUj9CriaOhSSzeGoCNqT5bn+3dqIJydUVXW4ufZnZn4V/+vLvnOrraWjzRs32V7YolMm6n5DK8k62Sd2kdtOpOUXWgine+/HAE52+n8dmULvi1t+CdPSEVjPmJN4fy19w+FYxgp9LSrMoNRmW8MOh+zbCNSctoYPB1tCCnSMKdtMZXUTTQ1ebFYe6cfHMok7o6cOJGCjFpeYz3sSe74L4xL6M+ZX6NQfs2Rmyf348FQ9zYfCmWySvPKXRayriTmser2wLp4mjG3IEuALU2V/0TmkTvz48pjPmOBf34YqpPkxhzkMsUzOjdnn2BCdUqg1bHxnPRzP/LH087U3YvHNCijHkZejpa/Dy7O4M9bFi6K1ipkmNUai4SmdhqE6LwkBt0VbzzfYEJrDsbzTP9nHG3NaHDsoNsviQfbbZkjCd3lo9XGnc3N9LF0cKwggRAeQZ1vK+LbVXLPNGmwqedPD7bGHH06rA1M+Cbx/3Y/9IAOlgZczDkrsKoVaYuZX6Nia62FsvGevH7c71JzS1i4sqzbLsSiyiKFBRLWfCXP9paAqtm9+BulrzksbrcTIlUxvRfLzD/T38ABrhbEfbx6CbTmy/P8wPrJtolk4l88ncYHx0IY2QnO7bM61vrKMXmxEBXmzVP9aCfqxWvbw/kYPDdCs+XVbg88CGXB5XVJ2v2zkMT5UnQru0tOBp2j98vyHUvTA10uPTOCIz0av765BIAyg26IAhYGOmSmV/C1ZgMhng0fxlnR1sT9HW0CInPqnagdWPh286CHQv68XfwXV7dGohUSQldfRUWG4shHjYcfmUQr20PZOmuEM5FppFfLOXGvRx+e7YX7dsYsb90aEOH0sqh8tOXbEz1K9Sob3i2J8O97JR+VlPQztKIib5yZdCXhnXE3Kj6xGBhiZRXtwZyJDSJZ/t34P0J3ipJDjQ3BrrarHumJ89uuMLirQHoaMsH3IC8wkVHS8C1kYZ4NwUPrYeenF3IpksxPNpNuXeenlfMvD/8KSyRERiXqfC0Ns3tQ8hHo2s15gDe9qZEpeRWKyvb302eNFp3pmUMG9DR1sLbwYzgJvTQyyMIAhP9HFg+zQedSsbBQFerQQqLjYWtmQF/PNeHt0Z7sj8okf/C7zGyk50ibxKVkkdbMwOM9XUqCGuJ3G840tcWCPnokWY15mXMG+xGXi2iXWm5Rcxce5F/wpJ4f4I3H03q3CqMeRlGejpsmNNLPslq8zWOR9wD5B66m41Js4nkqYOH1kNfXRo7f2lYVe9cIpXx2OrzFRTtxvvYs3JWtzqVYHk7mCET5QeKX3uLKs+Xjdk6cyu1waJN6sLX0Zyd/vFIZWKznaSP92yPrrYWyw9HkFTapamjJVAskTXruqpDW0uoICd8IiKZ9WejaWOky/6gBEqkIgOWHyevSKK0Jt3a1EAhBdHceDuYMdhDLrimTLQrKiWXORuvkJRVyKrZ3RnTpXFntDYWJvo6bJzTmyfXXeKF369iYaRHWl4xhrra7A1IaNZzsCG03ktRA6jJOxdFEfd3DytqxAHOLxvOz7O717metpO9PDFaXRz9dnIuZbapvGhTdaO3moJiqYy8Yinu7xxiwPLjzbaWKd0cufjOCO4sH8++Fwfg2daMJbuCmbTyLJeiWlbfWnJOIYs2XcPZyojTbw1jmJctn/wdxhs7ghTJ3YTMAjKrmZOZkFnA1/9E4B+T3qiaKqqyYLArqblF7Kn021+9k87UVefJKZSwZV7fVmvMyzA31GVm7/bIREgr7YEoKJE2+znYEITGGsFVGz179hSvXr1a+4aNwMcHwvj9wh2OvT6kgkE/H5nKrHWXFH9/MrkzT/XrUO/PkclEfP93lKndHfl4cpcqz7u+fRBl56+jhSHnlg2v9+fWl70BCSzdFUxRuRmNhrraatEfbyiiKLI/KJEvD0eQmFXIOJ+2vD22k8pyv41FiVTG7HWXCI7PZM+iAXSyN0MURbp+fJSsAtUmIelpayEVRaQyEUsjXYZ42DDMy5YhHjZYGDV9wlwURQZ9eYKk7EKkMhEHC0NGdrJly5U4HC0M2Tinl9q6iZubAcuPKx3F11znoCoIguBfXZ/PQxdyKfPOezhZMHvdJRIzC7A3NyA9r4hCyX3rGvq/0Rg3UHtCS0vAq62p0sSoRCpTasxB7rFJpDJ0mnhA7df/3KhgzOF+uWBzG3RBEJjc1ZFHvNuy9kwUq07e5r/wZOYOdGHRMPcm0wmpzJeHI7gcnc730/0Ud2SCIJCtojEvu2AO87Tl1K0UTkQkc/JGMnsDE9ESoIezJcO8bBnuZYunnWmTdF3uC0zkXk6hotooIbOA3y/E4GJlxO6F/ZtsPGJTUF3lVEupqKorD51BX3VKPo0oKD5LYbwSsyqq6V15d2SDjXkZ3g5m7L6WUKVZp6Zh0wCPfH+aV0Z2ZIKvQ5PFjFvDwW2op83iER15vGc7vj5yg19O3maHfzxLRnsyrXu7RmuIUsaBoERFSeuj3Srq+jhYGCr1/CyNdDHS01E6yGGSnwOT/ByQykSC4jM5EZHM8Yhkvjpyg6+O3MDB3EBh3Pu7WTfaUJSv/7lRpQ8A5IM0HiRjDtX/Ti2tokpVHiqDnpxdyOZL8ulA+cXKK0/2LOqv1lraTvZm5BbFEJ9RgJPV/fBASq68wkFPW6C43MljqKvFjN5OXLidxitbA1l5PJJXR3owtkvbRjdWrengtjc35LvpXXmqnzMf/x3GWzuD+eNCDB9M9G6SGu6b93JYuiuYHs6WvDveu8JzoigyqKM1W6/EVXjcUFebDyd2rvVuR1tLoLuTJd2dLHnjEU/uZRcqjPuegAQ2XYpFX0eLfm5WDPeyZZinrVpDT9VdwO9mNUxGuCXy1mhP3t4dUiFZ3dCZtc3JQ2HQy2p/lRmryqhbM8NbkRjNqmDQU3PlHvqCoW7s8k+o4rHJZCKHrt/lh/9u8eLma3i1NeW1UR484m3XaLfdM/u055t/KmqrtfSDu5uTJbsX9md/UCLLD0fw+OoLjPe15+2xXrSzbJz4ek5hCQv+9MdIT4dfZnevUOaWWyTh3T0h7AtMpKOtMTmF0ipaPnXFzsyAGb2dmNHbiSKJlMvR6RyPSOZERDIf7AsFQnG3NVEY954dLBVaQ/WhNV3YG4o6xt+1JB74pGhZ7W/5K7CAckH3xkiEFJZI8f7gCC8N78jrozwUj+/0j+fNHUGcfHNojW3hUpnIgaBEfvjvJnfS8vFxNOf1UR4M9bRRq2EXRZHpv17kekIm5kZ6JGU1zAg1B/nFEtacjmL1qdvIRJg3yJWFQ93UFj4D+fe04C9//gtPZvPcPhUEqK4nZPHS5mvEpufz+igPFg51b/RwWVRKrty430jmcnQ6JVIRUwMdBneUJ1aHetrUWfxN2TnTUpLjGh7ypKiyoboiVY16YzWuGOhq42JtTFhixcRoamnIpbbwjraWwJRujkzwtWd3QAIrjt1izsYrdHOy4PVRHgx0t1aLYT8QfJfLd9L5/FGfRp8v2VgY6enw6kgPnujZnq+ORLDyRCTbr8axZIwXU7s5qiVktfpUFP+E3uO98Z0UxlwURX4/f4fPD0XQxliPrfP6qW0eaW242pjgamPC3EGu5BZJOHsrhRMRKZy4kczBkLsIgrwLd7inPPbe2cGs1u/hQfNaHyYeeA/dZdlB5eOVkBtLqUykrZkBy8Z6NdoB++jP5wiOz0ImioqT43pCFpsuxRL+yZg6vVexRMZO/3hWHr9FYlYhvTu04fVHPOjbAKnS/GIJw785hZWJHvtfGtjiGnfqy7XYDP53IIyguEx825nzwQRvejYgvn4uMpWn1l9inI89P82UN5ll5Zfw1s4gjobdY4SXLV8/7kebFpA4lMlEwu5mc7w09h4Un4koyh2IYZ42DPeyZWBHm2arDtJQf2ry0B94g15dnam+jhaiCFvn923UAQp7AxJ4c0dQBcEpQ11tvO1NSc4t4syS+oV4iiRStl2JY+XxSJJziujvZsUbj3jQw7nuBuubf26w8kQkOxf0a5DBa4nIZCL7ghL48vANkrILmejnwLKxXjjWMR6ckFnAxJ/OYmWsx94XB2Csr4N/TAaLtwSQnFPI0jFePD/QpcVOik/NLeLUjRSO30jm9M0Ucgol6GoL9HZpwzBPW4Z52eJqbdxi16/hPg+1Qd9+JZYlu0IqPKajJSCRiSyf6sOM3o0bXui//BiJmVWrA/R15LopexYNaND7F5ZI2XQpllUnI0nNLWawhw2vj/KgqxKpAWXEpOUx6rvTjPNpyw8zujVoLS2Z/GIJq09F8eup2wDMH+zKgqFuKmnyFEmkPLH6ArdT8tj30gBcrIxZcyaKr/+5gYOFAT/N7K7y990SKJHK8I/JUFTO3ErOBcDZyohhpaGZPq5t0NdpGuleDXXjoTbov52L5n8HwrA20SMttxgLI10y8kuY3ceJzx71adTPvhSVxvQ1F6t9fpS3HWufVs9gp/xiCX9ciOHXU7fJyC9hZCdbXh3pUevIshf+uMq5yFSOvzGUtuYtQ5e9MUnILODLwxHsD0rEzkyfpWO8mNK15vj627tD2HI5ltVP9qBnB0te3x7E6ZspjPex54tpPq12XFkZcen5nLghN+4XbqdRJJFhpKfNAHdrReXMw3BstBYeWoNeIpUx9OuT2JsbsHNhf8LvZjP1l/N4O5ix5YW+jaaqdic1j+WHIzgSmoSWgNKOUC0Bpvdy4oup6r2o5BZJ2HgumjWno8gulDCmc1teG+WhVOP51M0UntlwmSVjPFk0tPoBHw8i/jHpfHwgjKD4LPzaW/DBBG96OFcNvW2/EseSXcEsHOrGoI7WvLo1kMyCEj6c6M2s3k4PXIiioFjKhajU0rLIFEW40tveTG7cvWzp2t7igcmztEYeWoO+JyCe17YFse7pnvTsYMmklecoLJHy98sDsTVTv8eRlV/CT8dv8fuFO+hqa7FoqBu2pgZ8uD+0QqWNga4WhSUyFo+oWMqoTrILS1h/JpoNZ6PJLZYw3seeV0d6cD0hS1G9oK0lYG6ow/m3RzyUt9cymciegAS+PBJBck4Rk7s6sHSMl6Le+npCFlNXnae7kwU9ndvw88lIXK2NWTmru6LN/0FGFEVu3stV1Lz7x2YglYm0MdZT6M0M7mit0Jspr/WuqYxpPB5Kgy6KImN/PINMFDm0eBBzNl7hYlQaW+f1U+qJNYQSqYxNF2P44dgtsgpKmN6zPa+P8lBcNCof6POHuPDBvrAGi3+pQmZ+MWvPRPHbuTvkF0vRFoQKwyP0tLX46jHfh/rEyyuSsPqUfJ6mIMD8wW5M79Wex1dfIDmnEBdrY27ey2Va93Z8PLmzWuvaWxNZ+SUV9GYy8ksUejN2Zvr8G5bcIoXdHjQeSoN+IiKZORuv8O3jfkSm5LLq5G2+mOrDTDUmQUVR5HhEMp8dCicqJY/+bla8N95bMSC6OsISsxm34gyrZndnrE/TSJCm5RYx5OuT5BZVFY1qycpyTUl8Rj7LD0fwd6XRZEZ62nwyuQvTerSr5pUPH1KZSGCcXG9m17X4amUBNMeW+nkoG4tWnbqNg7kBOtoCq07eZmZvJ7Ua87DEbD47FMa5yDRcbYxZ/0xPhnvZqhRTLWsqsm7C+YtWJvrkKTHm0LLEt5qTq3cyCIjNrPL4xxpjjiiKJGYVcuteDpHJudy6l0tkSi637uWQXVi9sqTm2GpaHkiD7h+TweXodJ7o2Y5lu0Lo7mTBR5O8a3+hCiRnF/Lt0Zts94/D3FCXjyZ6M7uvc520MxQGvY4t2Q3lYdLoqCvK2t1BLpb25o4gzkWmsmSMJ/bmD/Z3JZWJxKXncys5l1vJcuNd9l95QTsrYz3cbU2Y1NUBdxsTVp6IVOgTlUdzbDUtD6RBX33qNloCHI9IwdRAh9VP9mhw0q+wRMra01GsOnWbEqmM5we48PLwmgfpVkdKTplBb9qOwgdNWU6dKJOIALAw0uO57o6sPRPNketJLBjixrzBro0mXdtUFEtkxKTlcavUWN9KlnvbUal5FJeLg7c1M6CjnQlP9GxPRzsTOtqa4m5rUqUb1sJIT3NstQAeOIMemZzDv2Hyoa9ZBcVsnde3XhUt5ROZFka6iKJIZoG8DHDZWK8aBbVqIzW3CANdrSZvu9ZodFRPdaGBpKxC3hrtxYxeTiw/EsH3/91k65VYlo31YpKfQ4svWywskXI75b6Xfeue3POOScuv0L3cvo0h7jYmDPawwd3WhI62JrjZmqhcY685tloGD5xB//VUlOL//zepS71a4SvffmfklyAI8NIwN94c7dXgNabmFmNtot8sxmBKN0fNSaaE2sJR7dsY8fOs7jzTL52P/w7lla2B/H7+Dh9M7NwiukRziyT3jXZyDpGlMe7Y9HzK6h60tQScrYxwtzFhTJe2Cm/b1cZYpY7Z2tAcW83PA2PQ9wYksPxwOEnZ8nBGP9c29VYNVKrQKMKfF2MY4G6Dt71ZvUItZaTmFjV5/FxDzagajurt0ob9Lw5k57V4+Wi+n88xtZsjS8Z4NUk3ZWZ+cbkQidxoR97LqTB1S09bCxdrY7o4mvNoN0eF4e5gbfRQ9hs8TDwQBl1ZQisgLpO9AQn18hiqu/3OKpAwc628ld/RwpBO9mZ4O5jhbS//r30bQ5W87pScokYbvqChftQlZKClJfBEz/aM87HnlxORrDsbzeHrSSwcKo+vG+g2zGiKokhqbrEiKXnr3v04d1lCHeQXHDdbY/q4WuFua6IIlTi1MWryebQaWgYPRB26uid3V/d+bc0MWD7Nh/C7OYTdzSb8bjZRKbmK1n5TfR062ZvRyd601NCb09HOpMIJvjcggde3ByIT5evTxBlbP3Hp+Xx+KJzD15NwtDBk2VgvJvjaIwhCjd2ToihyN6tQkZC8nVIW484lq6BE8f6m+jq428mNdZm37W5rgqOFYZPOUNXQMnjgG4uq0zwXgOjl4+v8fnWZ2FJQLOXGvRzC72YTlphN2N1sIu5mk1da4qWtJeBmY0wnezNEmciR0HsUSzXddA8iF6PS+PhAGGF3s+nhbMkQD2t+OhZJSbnkowD0dLakWCojMjlXcZwAtCktBeyo8LZN6Whngq1p8+RbNLRMHniDrm4PHRqmSyGTicSm58uNfKmhD7+bXSHOqa51amhZSGUiO/3j+PqfG0rrsssY6G5dIUzibmuClSavokEFGmzQBUEYA/wIaAPrRFFcXul5ofT5cUA+8Kwoitdqek91GvTWMgNR3XcSGlouOYUl+Hx0tNrn72h+bw31pCaDXmvmRBAEbeBnYCzgDcwUBKFy2+VYoGPpf/OAVQ1acR2Z0s2RL6b64GhhiIDc421pxhyq75rTdNM9eJi2co10Da0TVapcegORoihGAQiCsBWYDISV22Yy8Icod/cvCoJgIQiCvSiKd6u+XePQGmpgNZ2aDxeWpcNUlD2uQUNjoEptkyMQV+7v+NLH6roNgiDMEwThqiAIV1NSUuq61lZPa7mT0KAePpzYGV3tislMXW2BDyd2bqYVaXjQUcVDV5ZerxwKVmUbRFFcA6wBeQxdhc9+4GgNdxIa1IOmHV5DU6OKQY8H2pf7ux2QWI9tNGh46NBcwDU0JaqEXK4AHQVBcBEEQQ+YAeyvtM1+4GlBTl8gqynj5xo0aNCgQQUPXRRFiSAILwH/IC9b3CCKYqggCAtKn18NHEJeshiJvGxxTuMtWYMGDRo0KEMlLRdRFA8hN9rlH1td7v9F4EX1Lk2DBg0aNNQFjYKPBg0aNDwgaAy6Bg0aNDwgNJuWiyAIKUBMPV9uDaSqcTmtBc1+Pzw8jPsMD+d+13WfnUVRtFH2RLMZ9IYgCMLV6rQMHmQ0+/3w8DDuMzyc+63OfdaEXDRo0KDhAUFj0DVo0KDhAaG1GvQ1zb2AZkKz3w8PD+M+w8O532rb51YZQ9egQYMGDVVprR66Bg0aNGiohMaga9CgQcMDQos26IIgjBEE4YYgCJGCICxT8rwgCMKK0ueDBUHo3hzrVDcq7Pfs0v0NFgThvCAIfs2xTnVS2z6X266XIAhSQRAea8r1NRaq7LcgCEMFQQgUBCFUEIRTTb1GdaPC8W0uCMIBQRCCSve51WtDCYKwQRCEZEEQrlfzvHpsmSiKLfI/5EJgtwFXQA8IArwrbTMOOIxcj70vcKm5191E+90fsCz9/7Gtfb9V2edy2x1Hriv0WHOvu4l+awvk08GcSv+2be51N8E+vwN8Wfr/NkA6oNfca2/gfg8GugPXq3leLbasJXvoitF3oigWA2Wj78qjGH0niuJFwEIQBPumXqiaqXW/RVE8L4piRumfF5Hrz7dmVPmtAV4GdgHJTbm4RkSV/Z4F7BZFMRZAFMXWvu+q7LMImJYOnzdBbtAlTbtM9SKK4mnk+1EdarFlLdmgq230XSujrvv0PPIre2um1n0WBMEReBRYzYODKr+1B2ApCMJJQRD8BUF4uslW1zioss8rgU7Ih+SEAK+IoihrmuU1G2qxZSrJ5zYTaht918pQeZ8EQRiG3KAPbNQVNT6q7PMPwFJRFKVyx+2BQJX91gF6ACMAQ+CCIAgXRVG82diLayRU2efRQCAwHHAD/hUE4YwoitmNvLbmRC22rCUb9Id19J1K+yQIgi+wDhgrimJaE62tsVBln3sCW0uNuTUwThAEiSiKe5tkhY2Dqsd4qiiKeUCeIAinAT+gtRp0VfZ5DrBclAeXIwVBiAa8gMtNs8RmQS22rCWHXB7W0Xe17rcgCE7AbuCpVuyplafWfRZF0UUUxQ6iKHYAdgKLWrkxB9WO8X3AIEEQdARBMAL6AOFNvE51oso+xyK/I0EQBDvAE4hq0lU2PWqxZS3WQxcf0tF3Ku73B4AV8EupxyoRW7FCnYr7/MChyn6LohguCMIRIBiQAetEUVRa+tYaUPG3/gTYKAhCCPJQxFJRFFu1pK4gCFuAoYC1IAjxwIeALqjXlmla/zVo0KDhAaElh1w0aNCgQUMd0Bh0DRo0aHhA0Bh0DRo0aHhA0Bh0DRo0aHhA0Bh0DRo0aHhA0Bh0DRo0aHhA0Bh0DRo0aHhA+D8tZ7bq1zCqPQAAAABJRU5ErkJggg==\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.14580 , distance= 24.63644 acc.steps=1001\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.13122 , distance= 22.32057 acc.steps=1001\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.11810 , distance= 22.77578 acc.steps=1001\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.10629 , distance= 23.85311 acc.steps=1001\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.09566 , distance= 16.81838 acc.steps=722\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.08609 , distance= 16.98498 acc.steps=507\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.07748 , distance= 18.59752 acc.steps=456\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.06974 , distance= 14.02441 acc.steps=445\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.06276 , distance= 14.44385 acc.steps=308\n" ] }, { "data": { "image/png": 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hcP+Wbpv0omqe+yOZug5eU30dIcQuKWWC2XU9VVPUlgR96vNrzLoSQn3d2PzA7B5okW2QW17HIz8eYG1KEfFhPjx3/iiGh3hbTUirG3Rkmgp9sfI3q7SW4xX1Lbb1cXMiymjJRwW4U1TdwPe7c5u7/mB/IjD5udVtzhMsX3c5ZbVGK7yILceKqW3U46xxYHy0HzNj+zFzSBCD+rW0wm2BqnotRwurm102TRZ9cXVju58L9XVl8wOnd1Mr7QdV0Nthb3Y5i5Zutrh+6WVjGR/lRz9v125sVc+iN0g+2ZrBSytTkBL+fdYQlkyJQmOmq9xV1Gv1ZJXWklH8j+BnlSp/c8vqMFi4bO3hIVxe28hHmzN4bfVRi9ukPKNM/diRXtrsSjlWVANAmJ8bM4cEMTO2H5MHBuBhp66q4uoGjhRUcdn72y1uc3bcAMZE+DI2wo+4UB91DAZV0Nug0xtYeaiAZZvT2ZVZhsBCWI4JEf7ujI/yZ3yUHwlR/gwM8uCnvXl23eU3R3J+JQ98f4C92eXMiA3imUVxhPu793SzWtCoMzDkkT/M/mYCSH9+Xnc3qUMUVtbzwaZ0PtuWSW2jHldHB+p1baNMWqMR4KhxoEFnoJ+XCw+ePZTzxoZ1Q4u7B0s9ZDcnDYFezmSXKuucNILhwd6MifBrFvkwPzeb65F0Ne0Jun0+2k+RijotX+/M4uMtmeSW1xEZ4M4TC4bj6qThyV+S2vgyn1k0goH9vEjMKGVnRinrUgr5fncOAB7OGuq0+mZL0d7jseu1et5ck8o764/h7ebEa5eM5tz4EJu8WZwdHQjxdTMrAiG+tteTyi6t5d0Nx/gmMQed3sCC+BBunTmIw8creeCH/S3GI8whgQaj8BdWNfDQjwcRQtjldWaO+84a0u5YQlFVA3uyytidVc6erDK+3pnN8i0ZAAR5uTAm3JexkX6MCfdlVJhvnw6j7BOCnl5cw/LN6Xy7K4faRj2TYvx5fMFwTh/Wv9mN4OqksWhtx4f5cO7oELJKall/pIgfdueaFZM6rZ5HVxzE38OZMRG+eLnax0SMbWklPPTDAdKKazh/bCiPzBuOv0fbQUhbwpwIAIwM9emhFrUltbCKt9Ye46d9eWiE4IJxYdw8IwYpYV1KIeuOFKEziQN3cXRg3sgB3HF6LFEB7mSU1DL/jY3UNJibzZnSawT9RNE2QV4unDliAGeOGAAoPezk/KoWIv9XUgEAGgfBsGAvxkb4MdZoyUf4u9ukYdIV9FqXi5SSrcdKWLY5ndXJhTg6CM6ND+WaqVHEmbnp6xr1ZJfVklVSS1ap8sop++f/E1lRrXEQMCzY2+im8bdJP3xFnZbn/zjMlzuyCfd347+LRjI91mypQpuk5eCsKyE+buzMLOOVxfGcN6bnXBIHcipYujaVlUn5uDpqOG9sKKNCfUjOr2JdSiEZJbUARAd6MCM2iBlDgpgcE2DWPxz9wG9251rqCUqqG9iTVc6e7DJ2Z5azL6ec2kblQRhgNLDGGEV+VJiP2XEHe4ma6tU+9NY/wl1nDEYCyzalk5xfRYCHM5dPiuTyiREYpGwW7OzSWrLL6poFu6iqZQidh7OGcH93IppeAe6E+7sT7udOmJ8bE/77N5X1ujbtCfZx5cULR7Ezo4zEjFL2ZJU3W5ER/u4kRPkxIcq/2Q/fE5aDlJI/D+bz2M+HKKlu4PrTYrjrjMG4O9t3h61RZ+CqZdvZnVnOp9dNYGJMQLcef3taCUvXHWPDkSIAvFwciQr04EhBFQ06A65ODkyOCWDmECUiJTLA44T7THhmldloEHsY/O1J9AZJSn5Vs8DvySojrVgZVHYQMHSAd7MffmykH3uzynjox4N2EbrcawXdXByvKV4ujsSF+lBQVU9OaV2Lac4OAoJ93NoIdoS/O+F+bvh7OFsU212ZpVz49laEoEW0hbkLQKs3cCivstkPn5hRRkmNcoP6uTuRYLTex0f5MyLEp8unzedX1PPoTwdZlVTAiBBvnj9/FCPDbMdN0VkqarWc9/ZmSmsa+eGWKcQEeVr9GK17BvNGBbMnq5ydGWVtto0J8mgOKZwQ7X9SURpJeZWct3QTjXrZwkq3VaGxdQu3rKaRvdnlza6avdnlVBtTGzi0upebsMUHZ68VdEuj4034uDkpAu3v1tLa9ncnxNftlKYml9c2Mu/1TTg4wC0zB7J0zbGTuoCllKQX17Azo7TZim/qgrs6OTA63LfZTWNNP7zBIPl8RxYv/pFMo97APXNiuW5aNI69cHp2Vkkt5721GS9XR364dapVxwNOZES4OWmYMjBACSsc0u+UI4QyS2q44O2tOGsEN0yP4YON6TYrlGCfk/P0BklqYTW7s8qaAxpaY4uurV4r6O35F/c+dqbVs8NJKbnp012sTSnku5unEB/ua5X9FlbVk5hR1mzBH8qrwCBb+uETjFZ8/1Pww6cWVvHA9wdIzCxj6qAAnj1vZIe6+/bMrswyLn1/G/FhPnx2/URcHK0T+WDJiPB00fDOFQmMj/br9LEKq+q58O2tVNVr+fbmKQzqZ/1ehrWxPDnP9icHFVTWc9oLa80mKrM3C92unaaWQ9fcuiTV58dbMvgrqYBH5g2zmpgD9PNy5ZyRwZwzUkkjX92gY29WOTsySknMKG0RptXkh28aaB0YZHlmYINOz9vrjvHW2mO4OWt46cJRXDgurE+M+I+L9OP/Lornji/3cP93+3l18WirnHeehR5hTYOeaYMDO73/ijotVy/bSXF1A1/cMMkuxBwsfy+55fXc+EkiCVF+jIv0Jy7U22oPV2uwLa2E27/Yg0TipBFo9f+YiG5OGu47a0gPtu7ksWtBtxS/2hU/woGcCp79PZnTh/bjumnRVt+/KZ4ujkwbHNgsEFq9gaS8SqObppT1KUroJLT0wydE+RNn9MPvyizlge8PcLSwmnPjQ3hswXACPV26tN22xoL4ELJKa3lpZQqRAR7cMye20/tsz4joLPVaPTd8nEhqYRXLloxntBWNhq7G0vfi5qQhpaCqOazQ2dGBUaE+jIvyIyHSn3GRfj0SIiul5L0Naby4MoXIAHe+uGEiSXmVNj0G0BHs2uUC3TMQU1WvZf4bm2jUGfj9X6fh18Mx2k1++CY3zU4TP3xr3rh0DAviQ7q5hbaDlJL/fL+fbxJz+L+L4rlgXOfCGbvKV6zTG7j5s92sTi7gjUvHMH+Uff1mJ/peiqoa2JVZxq7MUhIzyziYW9FsDccEeZAQqQj82Ei/Lo/+qqzXct+3+1h5qIBzRg7gxQvj7SrTZ6/1oXcHUkru+HIPfxzM56sbJzE+yr+nm2SWwqp6nv8judlyb8KSH97WIxKsiVZv4OplO9iZUcon105k8sDOhTNa+7uTUnLfd/v5blcOTy8cwZWTozrVvp5ixZ5cnvj5EOV1Wvp7u/Dg2cMsfi/1Wj37cypIzCxld2YZuzLLKKtVUi37uTsxLlJx0SRE+TGykzlcTH+vIC8XDFJSVqvlwbOHct20aLtzQaqC3gm+3JHFgz8c4L6zhnDbrEE93RyzFFbV88TPh/j9QD5DB3jx3PkjGdzfi71Z5cpAa2YpuzP/iYf393CiolaHXrb0F9pyREJnqajTcsHbWyiqauCHW6cwsAvCGU+V534/zLsb0rjrjMHcdUbn3UI9yafbMnl0xUF2PHw6/bw6PoAvpeRYUY1iwWcoAt8UN+6kEcSF+pBgIvIddR9aikq6Y/Yg7j3TvvzjTaiCfook51ey8M3NTIj25+NrJphNzN+TSCn5emc2z/5+mHqdgTtPH8yN02PMhmOa+uFf/ivF7MxXJ41gblwwYX5uxpc7ob7K/70hy112aS2Llm7Gw8WRH2+dQoANjCm8u/4Yz/2RzFWTI3ny3BF2Zy22ZtmmdJ76NYm9j80xm8P+ZCipNrppssrYlVHG/pyK5kiUqAD3ZnEfF+nHoCBPs/dnb0yN3WujXLqS2kYdt32+Gy9XJ/538eguE/OOdt9bb7dkShSrkwvYllbKxGh/njt/ZLuTaJw0DsSH+xIf7st/fzNfeUirl+zPKefPg8dbjPYDBHq6EObnRqiJ2If5uRHu50aor7tdJEQK93fn/asTuPS9bdz46S4+v35ijz6ovknM5rk/kpk/KpgnFti/mINiOABWKT8X4Nkyh0uDTs/B3AoSM8pIzCxrkSzPx82JsRG+JEQpA63xxiRdlqJvLC23d1RBt8BjPx0irbiGz66bSJBX11hyrbuDljI2mtvuv78fxsVR8Nz5I1mcEH5SDxxLEQmhvm6sv28WeoOkqKqBnLJacsrqyCmrJbe8jpyyOpLyKll1qKBNzG6Ah/M/Vn2z6P9j5dtKzu6xEX68sng0t36+m/u+289ri7vuYd0eq5IKePCHA5w2OLBLDYbupknQu2LGs4ujhnGR/oyL9OcmlB5qRkktiRml7MpURH5tSgoAjg6CEaE+uLto2iQ3A+tEJdkitnGX2Rjf78rhu105/Gv2IKYO6nxssSVeWpnSxrdXp9Xz8I8H2JX5zzTyH3bnmJ2Z6OfuwqUTIk76uCcK99Q4CAb4uDLAx5WEqLafNxgkxdUNZBvFXhH9OnLL6zicX8mqwwUtKgkpbXVqtupbuHP8lf+7M8rgnJHB/GfuUF74M5moAPdu96VuTyvhti92ExfqwztXjOvydA/dSaOxZ+fYDQ8oIQTRgR5EB3pwUYJSp76sppHdWWXNAl/f2Pa+cdIILp8UgcEge82DtAlV0FuRWljNoz8dZEK0P/86fXCXHsviJJVGPb8dON7ivTkKKtuWL+sIJ0pXeiIcHAT9vF3p5+3KuEi/NusNBklxTQO5RqHPMRH+o4XVrE0pbOPD93V3avbXNwm/8t6dMH83vK2civjmGTFkltTwxppUIvzdmwWhq0nKq+T6jxMJ93PjoyXjbabnYi20egPOGocecx/5eThz+rD+nD6sP6AkbHtrXSofbU6nok5nbKPkxT9TeHvdMcZE+BlDJv0YHeFr9wnq7Lv1VqZeq+f2L3bj4ujA65eM6fI8J+1Nxvj+lilEByrT8y0N7HSm27hoTGiXRbQ4OAj6ebnSz8uVMRFtBV9KSUlN4z/uHBPRTyuqYcOR4jY9Em9Xx1bunH9EP9zPHW83x5MSESEETy+KI6dMcXOF+roxpQt7Y6DkZ7lq2Q68XB359LqJNp9z/lRo1Blw0tiO1evs6MBdZ8Ry1xmxVNRpGf/M38wYEsTZcQNIzFQGW1/5+whSKj3T4cHexpBJPxKi/Aj2sS/XjCroJjz9axLJ+VV8tGQ8A3y6Pne5OdeHo4NApzdwxv/Wc3FCOHeePrhbZ8R2B0IIAj1dCPR0MTsbUhrjhFv48I2in1VSy5bU4ja9Fi8XR6PYm7p1/nnv4+bURvCdNA4svXwsF769hZs/28UPt07tsqn2hZX1XPnhDvQGA5/cOKXX+nC1egNONupC8nFzYsaQIPbnlPPOFeM431jGr6JOq7hpjOGSpqk2Qn3dmsV9XKQfQwd4d2tt3ZNFFXQjv+7P4/PtWdw0PYZZQ/t1yzEtuT6mDApg6ZpUvtiRxQ+7c1gyJYpH5w9j6dqTy+xorwgh8Pdwxt/DmVFhvm3WSykpr9UaB2prW7l1atmWVtKcFrUJD2dNC7E3Ff//uziea5fv5JrlO1hx61SrhzNW1Gm5+iP7y89yKmj1BqtEuHQVC+JDWJVUwM6MUiYZ8+X7uDkxa0g/Zg1R7nut3sDh45XN8fDb00v4eV8eoFxHYyL+seDHRPiZHf/pqYl7ahw6Sld4/uubGNTfk29ummwzF2R2aS2vrDrCj3tz8XRx5KbpMVwzNbrX+V2tjZSSyjod2SbROS0Gb8tqzRYnaeKicWEM6ufZQvQD2smPbw7TG9pJ44DOYODjaydw2mD7qQh1Ktz7zT62pZXYbIx3baOOcU//zXljQ3n2vJEd+oyUkpyyOnZnlTWHTCbnVyLlP8Uymiz4cZF+7Ewv7dJiGerEonZo0Om58O2tZJbU8Nu/TrO5CvcAKflVvPxXCquSCgj0dOaO2YO5dEJEr4qO6G4q6rRGN84/ov/hpnSL27s6ObSYaNXswzda/EGeLs2Cb252opNG8NKF8b22V9XEv77cw/6cctbdN6unm2KRO77cw6ajRex4+IxTNt6q6rXsySpX/PCZSmWyppJ3XV0sQ51Y1A4v/JHCgdwK3rlinE2KOcCQAV68f1UCuzLLePHPZB7/+RDvb0zj7jNiWTQm1KZ9eraKj5sTPm5ODA/xbl726PzhLWZuXjYxgpzSf6z7JuHfn1PenHekCRdHh2aLPjGjtM2grlYvba6wc1e4BWzd5QJwbnwIv+zLY1NqcbOb5WTxcnViemxQcw3epsLVuzLLePznQ2Y/0x2Tmfq0oK9KKmDZ5nSWTIlibtyAnm7OCRkX6cdXN05iw9FiXlqZzL3f7uPdDcf495lDmDO8f6+YadjT3Dg9hoySWj7ZmklciA8XjzcfzljToDPrw88tq2u21FrTmRva2uLb0UltJ4tWb7D5nuP02EC8XR35ZV/eKQt6axw1DsSF+hAX6sN7G9K6LMXyCdvR5UewUXLL6/j3t/uIC/XmwXOG9nRzOowQghmxQZw2KJA/Dubzf3+lcOOnuxgT4cv9Zw3tdCbBvo4QgqcWjiCnrJaHfjxAqJ+b2cllHi6OxPb3Ira/V5t11g4zPZH46vQGahr0VDVoqW7QUVWvo7peR1WD8re6Qdv8vmnd2pRCGlpN/qrT6jvdi2jUS5u30F0cNcyNG8DvB/Kp1+qtnv6hJ6PS+qSga/UG/vXlHvQGyZuXjrWpCiodxcFBMG9UMGeN6M93u3J49e+jXPr+Nk4bHMj9Zw3tVYWfu5s24Yy3TGGwGeG2hLVvaEsziu/5Zm+79U1NEQI8nR3xcnXE09WxjZg30Vm3gFanTCyydc6ND+WbxBzWpRQyNy7YqvtueiC+uDKZvPJ63Jwcui2TaZ8U9P+tOsKuzDJev3QMUYH2XVvTUePAJRMiWDQmlE+3ZrJ0XSoL3tzEvJHB3HNmrE2libUnvF2dWLZkPIuWbuGa5Tv58dapHc7p09mZuK2xJLIGCVdMisDTxQlPV0e8XP4RbM+m/43r3J00Laa5W+pFdHb+hVZvwMXJ9gV9Uow/gZ7O/Lwvz+qCDv9M3FMKaeQzf5T1j2GOPifo648U8fa6Y1w6IZxzu7CST3fHobo6abhhegyLJ4TzwYY0PtiUzp+H8rloXBh3njHY7ma82QJhfu58eHUCi9/byg2fJPLVjZM63D231kzcwqp6nDQOFgsYPzxv+Cnt11wvAkBvkGSW1JxyEXGt3oCnq+3LiqPGgXkjg/lqZzbVDbouyyU0e2g/vt2Vw67MMibGdL071PYfpVaksLKee77ey5D+Xjw2f0SXHafJ55lbXofkH5/nij25J/xsZ/F2deKeM4ew4f5ZXDkpkh925zLjpXX897ckSmsaWbEnl6nPryH6gd+Y+vyabmmTPRMf7suri8ewL6ece77Zi8FcPFoXsSuzjAVvbMIg206n76xPdtGYUJ47fyShvm4IlIfDbbMG0qg3sGjpZranlZzSfht0th/l0sSC+BAadAZWJeV32TGmDQ7ESSNYk1LYZccwpUPfvBBirhAiRQiRKoR4wMx6HyHEL0KIfUKIQ0KIa6zf1M6hN0ju/GovtY163rxsTJfm77bk83xpZUqXHbM1gZ4uPHHuCFbfO4MFo0L4cFM6k5/9m39/u69HHjT2zNy4ATx09jB+P5DPi93wG0op+Xx7Jpe8txUXRw2/3HEaL10Y30J8reGTXTQmlM0PzCb9+XlsfmA29501lBW3TsXfw5krPtzON4nZJ73PpuRc9sDYCD9Cfd34Zd/xE298ini5OjE+yp+1yd0j6CfsZwghNMBSYA6QA+wUQvwspUwy2ew2IElKuUAIEQSkCCE+l1I2dkmrT4E316SyNa2Ely4cdVIDXCeDVm9gR3qpWd8k9ExS/XB/d/7v4nhumhHDuW9sQqe3fmRDX+D606LJKKnhnfXHiAxwP6W0xR2hXqvnsZ8O8k1iDjNig3jtktH4ujszLNi7W36jqEAPfrh1Krd/sZv7v9tPamE1/5k7tMNzHbR6aVPJudrDwUEwf1QwH25Kp6ymscuKv88e2o9nfjtMTlktYX5dO9elI4/SCUCqlDLNKNBfAQtbbSMBL6EEQnsCpYDludXdzNZjJby2+gjnjwnlwk5WfW9NVb2WX/fncedXexj39Cou/2C7xW17MiFTbH+vdiMbHllxgIEP/k7UA78x8MHfeWTFgW5uoW0jhODJc0cwIzaIR1YcZOPRIqsfI7e8jovf3co3iTncMXsQy5aM73QZt1PBx82Jj5aM56rJkby3IY2bPt3VJjeOJexhYpEpC+JD0BkkfxzsOrdLU26o7rDSO/LNhwKmfa8c4zJT3gSGAXnAAeBOKWUb9RBC3CiESBRCJBYVWf+GMEdJdQN3frWHqAAPnl4UZ5XJN/kV9Xy6LZOrlu1g3NN/c/sXe9h4tLhFOtTWCf5tITuipQeKBD7bltVcNFovJZ9ty1JFvRWOGgfevGwMg/t5cutnuzlSUGW1fW85VsyCNzaRVlTDe1eO494zh/ToDGBHjQNPLYzjqYUjWJtSyIVvbyGnrPaEn7OHiUWmjAjxJibQg1+Mybe6gphADyID3FljI4Ju7qpqPTJ0FrAXCAFGA28KIbxbbYOU8j0pZYKUMiEoqOuTFBkMknu+2Ud5nZY3Lxt7ykmtpJQk51fyxuqjnPvmJiY9t5pHVxwkq6SGq6dE8vn1E7loXBiZpbVE+Lvz/S2Tefki6/s8O8t9Zw3BrVWURns335fbT96H2tvxcnXiwyXjcXXWcM1HOymsOrUiI01IKXl/QxpXfLAdfw9nfrp9anMNTVvgqslRfLRkPLnldSxaupndWWXtbt9oR4OioPS8FsSHsC295JQLxnTkGLOG9GPLsRLqLMwithYdUbgcwHT+cxiKJW7KNcDzUsn0lSqESAeGAjus0spT5L2Naaw/UsQzi+Ja5OzoCDq9gZ0ZZaxKKmDV4XyySxX/9+hwX+47awhnDu/PoH6epBZWc9fXezmUV8nihHAeXTAcTxdHxkV2bgp1V2ApPvqur/ea3V7fQ4nbbJ1QXzeWXT2ei9/dyg0fJ/LVjZNPaZC9pkHH/d/v57f9xzk7bgAvXRTfraX4Osr02CB+vHUK132cyCXvbeOlC0chpfk4e61e2pWFDorb5bXVR/lt/3GunRbdJceYPbQfy7dksC2tpEvTc3fk6tkJDBZCRAO5wCXAZa22yQJOBzYKIfoDQ4A0azb0ZNmVWcpLK1OYNzKYyyd2bACrpkHHhiNFrEoqYE1KIeW1WpwdHZg6MIBbZgzijGH96OetTLwwGCTLt2Tw/B/JeLg48u6V4zjLhiwrS5iLj773m31mxVuj5oaxyMgwH167ZDQ3fbaLu7/ey1uXjz2p+pTpxTXc/OkujhZW8cDZQ7lpeoxN5+IZ1M+LFbdO5ebPdnHnV3uVQizGEE7TVASKD912z8Mcg/p5MjzYm5/35XWZoE+M8cfNScOa5MKeFXQppU4IcTuwEtAAy6SUh4QQNxvXvwM8DSwXQhxAcdH8R0pZ3GWtPgHltY3868u9hPi68twFI9u9UQor6/n7cCGrkvLZfKyERp0BX3cnZg/px5zh/ZkeG9TGVZNfUc993+1j49FiZg0J4oULR9HPq+srHHUVl04M57NtWWaXq1jmzBEDePicYTzz22Fe+DOZB88Z1qHPrT5cwF1f70XjIOwqR7qfhzOfXjeR0U/91SYBWZ1Wz4srk9EZbD+XizkWxIfwwp/JZJfWdknWVRdHDVMHBbImuZCnpOyyh3eH+ndSyt+B31ste8fk/zzgTOs27dSQUnLfd/sprKrnu5untCkuLKUktbCav5IKWJVUwN7scgDC/d24YmIkc4b3Z3yUn8V6or/uz+PhHw/SqDPwzKI4Lp8YYdOWVUd4ZpGS6P/L7dnNlvqkaP/m5SqWuW5aNJkltby7IY2IAHcunxhpcVuDQfLa6qO8tvooI0K8bTplsyWcHR0s+oGPlys+aHsU9Pmjgnnhz2R+3pfHbbMGdckxZg/tx9+HCzhaWG02qZs1sD2HXSdZviWDVUkFPDJvGPHGepV6g2RXZhmrkvJZlVRARokyWj8qzIdzjMVic0rrWHkon1FhPmbFvLJey+M/HeLHPbnEh/nwyuLRxPSiPCnPLBrJM4tGIqVk0dLNZJfV0aDT22Xisu5ECMHjC4aTXVbLYz8dIszPnRmxbS3uijot93y9l9XJhZxvrJZj7Sx/3YWl4uYDfFw5XlFvNxOLTAn3d2dshC+/dKGgzxqqXBdrkgtVQW8P07wpEhge7MVlEyNYeUgR8DXJhZTWNOKkEUweGMh1p8UwZ1h/tqWVdCgn9Pa0Eu75Zh/5lfX86/TB3DF7kF1aIR1BCMG/zxrClR/u4MvtWSyZ2jU+xd6EEs6oZGe87fPdfHfLZIYO+GcQPiW/ips+TSSnrI6nF47gikmRdt2rs5RN8vZZg3h4xcEe96Gfah6lc+NDeOKXJI4WVHXJ5MNgHzdCfFz5319HeOGP5C7J8WT3gm6u3Nfh/CpGPr4SvQQvV0dmD1X84TNig/AyccFYmqL/1K9JjInwpb+3K6/8fYT3NqQR4e/OtzdPZmyEX7edm7U42Qt82qBAJkb78+baY1w8Phx3Z7u/TLocTxdHPrpmPAvf3Mwl727D1UlDQWU9vu5OVNfr8PVw5qsbJ5EQ5d/TTe00ptFSTZb6v8+K5Yzh/RVB78Eol84U7jhnVDBP/ZrEL/vyuOdM688ZWbEnl8KqBrODydYSdbs3M82JspTg6qzh8+snsvvRObx2yRjmjwppIeZgeSp+aU0jM15ax9BH/+Td9WlICReMDaOmQUdhZT09VYf1VDiVRGFCCO47awjF1Q0s35LRbW21d4J93LhyciTldVryK+uRQFmtFr2U3DFrYK8Q8yaa8sBse/B0XBwdSMqrotE4E7knXS6dyaPUz8uVyQMD+HlfXpfc4y+tTGkW85NtW0exe9PLkijXNujNVpoxxdvNiYo6bZvlbk6aFhdFoKcL/1t1pPm9n7sTsf29GDLA+OrvxeD+Xvi4ObXZV0/T3gXenlWQEOXPrCFBvLs+jcsnRtrkudkiX+1oOxnLIOHdDelcNaX3ua8G+Lhy9ZQoPtiYxpkj+gPtT1braizpQUfzKJ0bH8J/vj/AwdxKqxeJ6Y4cT3Yv6JYGaE6UNyWtqJraBl2bCt0OQhG8M4b14/kLRhHoqRQ1KKluIKWgiiP5VaQUVJGSX8UPu3Nb5LgI8XEl1kTkY/t7MaifZ48OfnXmAr/3zCHMf2MTH2xM494u6IL2RjorKPbIzTMG8sX2LF42Wpo9Ob5kSQ8cNYI/DhznrBED2p0vMHdEMI+sOMjP+3KtJui55XU8+9vhdttsLexe0E+l3JdWb+Dub/bh7uLI3XMG8/6GdHLL6xAok2n+e14cl4wPbzFwFeDpwhRPF6YM/Mfql1KSW17HkYIqkvObxL6aLaklzQUJHISSwW5I/3+EfsgALyIDPLo8V8eRgio0JhNATOnIRRQX6sO8kUo2uqunRDU/3FQsc6oGhj3j7+HMddOieW31UQBu/Xw3od1Q1MUc5vRA4yDwcXXkls93ExPkwS0zBrJoTKjZB4+PuxMzYoP4df9xHjx72ElNFmtNg07PBxvTeXNNKhLJOXEDWJNSSL32nzRX1s7xZPeCfirlvpauTWVfdjlvXjaG0wYHsSernNy9dcSH+/LK4tFEd7AsnRCCMD93wvzcmT20f/Nyrd5AZkmNichXcfh4JX8eyqfJNefi6MCgfp4tRH7IAC8GeLtaJQLiu105PLLigFkxP5mL6O45sfxx8DhvrzvGo/NPrTqONenuSlAnS08WCO5Jgn1aPuy7YsCvI7TWAyEg0t+dv+6ezh8H83lr3THu+24/r6w6wo3TY1g8PqJN2oYF8SH8fbiQxMwyJkSf2rjH2pRCnvz5EBkltcwdMYBH5g8jzM+9y69f0VMDfAkJCTIxMbHbj7s3u5wL3t7CufEhXJQQxr+/2UdBVQN3zB7E7bMGWZxQZA3qGvUcLVTcNc1WfUEVBZUNzdt4uzoyZIDirhlq/DtkgFe7aVRNL5JgH1fC/NzYkaEkUfJ0ceSWmUqX+FQvovu+3cdP+/JYf9/MHi1lZy6iyc1JYxOJz0yx9YdOV2CpRmmorxubH5jdAy1S+GxbJo+sONicmkNKybqUIpauTSUxs4wAD2eunRbNFZP+GSeqadAx7plVXDQunKcXxZ3U8bJKannq1yT+PlxATJAHTywYwXQz8xI6gxBil5Qywey6viTotY065r2+iap6LWcM68/XidlEBXjwyuLRjDZOQuoJymoaOVLQUuST86uoqv/HP9/f20URdxNrfnA/L1YeyrdY+V3jIFi2ZLzZiS4nQ3ZpLbP/bx0XjgvnufN7bvaoJdEI8XVlywOn90CLVJqIfuC3NilYQckDkv78vO5uTjM6vYG5r21Eb5CsvGt6iwHbHemlLF2byvojRXi5OHLF5EiunRpNkJcLt32xm23HStj+0OkdMvLqtXreXneMt9cfw9FB8K/TB3Pt1OguGSBuT9Dt3uVyMjz7+2HSi2sA+GpnNpdPjODhecN6PM7az8OZiTEBLYrISinJr6wnJV+x6JsGYj/ZltkcHiYEOAiB3kKdy6cXxnVazEGZRXfZhAg+257FTdNjiOqgS8raWB5wrOf6jxOZOiiAKQMDie3vadcTd+wRWx07cNQ48NA5Q7l2eSJfbM9sMVFuQrQ/E6IncDC3grfXHeOd9cdYtimdS8aHMy7Cj9/2H2fzsZJ27yEpJX8lFfD0r0nklNVxbnwID50zjAE+PZPbqc9Y6KsPF3Ddx8rxAj2defHCUS383vZCU1X2JpF/9e+jFrfNsKJlVFhVz/QX1zJ3xABevWSM1fZ7Mliy0N2dNQR5uZBpTOkQ6OnClIEBzQJv6/lSeoOLxpbdYVJKrvhwO0l5lay7b5bFENxjRdW8u/4YP+zObR57Gh3uy4rbpprdPq2omid/SWL9kSKG9PfiiXNHMHlggNltrUmfd7kczK1g/hubAJgRG8T/Lo4noJdEbHSnG+L5P5J5Z/0x+nm5UFTV0O3icyLRyCmrZUtqCZuPFbM5tYTiamVsIsLfnSkDA5gyKJApAwNsKlrHloXwZLHlB9OhPEUDbjgthodOkBUzr7yO9zem8dHmDEBJqjU63Ievd+aQV17HAB9Xhod4s+FIEa6OGu6eE8uVkyO7LVyzTwv6T3tzufOrvQAsmRLF4wuG96ruuDlBcHVy4PnzR1n9ZvpieyYP/XiwxbLuFh/lfPdTpzW0GxonpeRoYTWbU4vZcqyEbWklzWMSQwd4MWWgIu4TY/zbzCDuTmx1MLE38u9v9/Hz3jxW3zujQ722FXtyLRZ/ARgf6cdbV4wjyKt7DYQ+6UOvqNXyyE8Hm2sFXjYxgifOHdHDrbI+i8aEUlzdwLO/H8YgIdjHlf/MHdolArt07bE2yzoy69TadCQ2WAhBrHFy1zVTo9HpDRzMqzQKfDGfb89k2eZ0NA6CUWE+TB0YyJRBAYyN8OvWiWB9cSJST/HvM4fw2/7jvPBnMm9eNvaE28835napadCZLbCeV1Hf7WJ+InqFoLfu6i0cHcKPe3I5XqHkZ06I9OPphScXfmQvlNc28sWOLLzdnPjx1qkdjqE/FXpafDqTeMlR48DocF9Gh/ty26xB1Gv17M4qa3bRvL3+GG+uTcXF0YGEKD+mDAxk6qBARob6dOkEMEuDiT5uTsguLITQFxng48oN02N4ffVRrp1WdsJEe44aB84ZOcBs8RewzYeu3SfnMpd86q11x9Dq9Lg6OeDp4sgri0f3aAX1rqJBp+fGT3eRU1rH+1cldKmYg+WIhe6KZOhM4qXWuDppmDIwkH+fNYQfb53K3sfm8OHVCVw+MZKS6kal17F0M6Of+ovrP07ko83pHCmosnrSJnOFux0ElNdpuf7jxE4XoVZpyU3TYwjycuGZX5M69FueG2/ZUOjpCB5z2L2Fbu4mByiuUZJuXTYh1OajHE4FKSX3f7efHemlvH7pGMZ3QyY/c7MgHR1Et82C7MoegperE6cP68/pw5TIp+LqBrYcK2GrcYD178MFAAR5KRE0yqvzETRNPYunf02ipKaRQE9nHj57GGV1Wl74M5mzXtnAf88byTkjgzt3gioAeLg4cu+cWB744QB/HMw/4feaEOmHj5sjVfW6FjmfbHX2r90L+olu5h/35DIhOsBmRtutxf9WHeGnvXncd9YQzo0P6ZZjtp5W7e6soaZRbza9QFfQz9ulxazaJrrCUgr0dOHc+JDm7za7tJYtRnHfnFrCT3uVsZkIf/fm8MjJpxhBs2hMKNNjgxj79CpunB7DeePCAJgeG8g93+zj1s93s2h0CE+eG4ePu5r1srNclBDOR5uVAu+nD+vXblUuBwfBxQnhfLgpnWAfV/Ir6m0ugscUuxd0Sz7IJuq0hm4ftOtqvknM5o01qSxOCOfWmQO79diLxoQ2f5davYElH+3goR8OEB3ozrjIrusllFQ3mJ1A1V2WUri/O4v9I1g8PqJFBM3m1BJ+3XecL41pc5siaKYOCmBCdMcjaPw9nAn1deNAbmXzskH9vPj+liksXZvKG2tS2ZZWyosXjrL6VPK+hsZB8NC8YVy9bAefbs3k+tNi2t3+3PhQ3t+Yzl1nDGbx+IhuauWpYfdhiyv25HLfd/vQ6i2fR09PP7Ymm44Ws+SjHUweGMCyJeN7vBReeW0ji5Zupqpex0+3TyXMz/rurdpGHZe+v53k45XcNCOG73fl2lSss05v4EBuBVuOlbDlWDE7M8po1BnQOAjiw3yYOkix3k8UQXPTp4kcKahm7b9ntlm3P6ece77ZR2phNVdOiuTBc4b2+Axne+eqZTvYm1XG+vtm4edhOVeSlJJZL68j1M+Nz6+f1I0tNE+vjkOXUjLp2dWU1jZaFPXeEtObkl/FhW9vIcTXjW9vmYx3D8ZPm5JaWM15b20m1NeN726ZgqeL9YRGqzdw4yeJrD9SxDtXjOPMEQOstu+uol6rZ3dmWfMEp/055RikkmFzfJQ/UwYFMHVgIHGtImjeXHOUl/86wv4nzjT729YbB4CXbU4n0t+d/7t4NOMi7a8koq2Qkl/F2a9tYMmUaB5b0H4m0f/9lcKba1PZ9tDp9PPqmWn9TbQn6HYf5bIjvZSCqgb+feYQvFw0tI5lsdXBi5OlsLKea5fvxM1Zw7JrxtuMmAMM6ufJ0svGcrSwmru+2ovBSj51KSUP/nCAtSlFPLNopF2IORgjaAYFct9ZQ1lx21T2Pn4mH1yVwGUTIyiqauDFP1NYaIygueGTRJZvTudoQRVxoUpBhUMmbpfW+310/nC+uH4SWr3kone28OKfyc25fVROjiEDvFg8PpxPt2WQYczxZIkF8SEYJPy+/3g3te7UsHsL/Y4v97A+pZAxEX5sOVbMnWcM5svt2TbVJT9VTOPrHY2V1H+8dWrzjW9rLN+czhO/JHHzjIE8cPbQTu/v5ZWKVXTn6YO5e06sFVpoGxRVNbA1rYQtqcVsPlZMdqkyBqRxUBKtxfb3ZNmS8e26r6rqtTz9axLfJOYwLNibVxbHM3SAd3edQq+hsKqemS+tY/rgIN65cly72859dQMeLo58f8uUbmqdeXqty6WoqoEpz6/G3dmRijotD549lJtmdO8gYVdhbkq/s8aBFy+0/pR+ayGl5OEVB/liexb/d1E8FxijNU6FT7Zm8NhPh7h0QjjPnjeyV0+wyS6tVQZYj5U0z2wGiAxwbx5gnRwTYDb/0KqkAh78YT+VdTruOTOWG06L6ZVzLrqS11cf5X+rjvDtzZPbDf9dujaVl1amsOk/s7pkrKij9FqXyzeJ2Wj1koo6LZNjArjhBKPV9oS5+PpGvcGqFcKtjRCCJ88dweSYAB784QC7MktPaT+/HzjO4z8f4oxh/Xl6YVyvFnNQImgumRDBG5eOYc5wJQ7+sfnDGdzPk1/35XH7F3sY98zfzH11A0//msSa5ILmWrZzhvdn5V3TmT20H8//kczid7eSWdK++0ClJTecFkN/bxee+e1wu+7CphDWX23Y7WK3FrreIJn+4lpyy+vwdnXkz7um2+TMrVPFVgsGdISymkbOe2sz1Q06Vtx2cpEv29NKuHLZDuJCvPn8+kltyoP1dt5YfZT/W3WEA0+ciZerU4sIms2pxSRmto2gmTIwkLGRvvx+4DiP/XQIvUHy8LxhXDYhotc/DE+G9rJBfpuYzX3f7cfP3YnyWq1Fd+2ipZtp1Bn4/c7TeuIUgF6anGv9kcLm+PP/njeyV4k52G7BgI7g5+HMB1eP57y3NnP9x4l8f8sUPDoQ+ZKcX8n1nyQS7ufGh1eP73NiDhBnrDR/MLeSyQMDcNQ4MCbCjzERfs05aHZlljVnkWyKUXd1UiJoFo0O5fcDx3n4x4P8daiA2UODeG9Deq8YU+oMJ8oD5CgEAiir1Zpd38S58SE89WsSqYXVDOrn2b0n0QHsTtCbnrJNYpcQ6cuCbpop2Z3Ye7HhpsiXJR/t4K6v9/LuFePazZKYW17HkmU7cXfW8PG1E9qNC+7NjAxtEvQKs8USXJ00TB2kJA4DqKzXsj2ttDmL5Majxc3brj9SxPojRc3ve6pwsy1gKQ/QYz8dJK+ijnfWHWvTIzaXSXTeqGCe/i2JX/bl2eRAvV350E0TcTVxMK+SFXtye7BVXcOiMaE8d/7I5sRNob5udlf0YHpsEI/OH86qpAJe+suy77+8tpGrl+2gpkHHx9dO6NEBp54m0NOFYB9XDuRWdGh7b1cn5gzvzxPnjuCvu2ew8+EzeO2S0SxOCDc7OHqqyczsHUspQirrdbz4ZwqVJvV72/tcf29XJkUH8Mu+PKsnarMGdiXo5p6y9VrbHijsDIvGhHLe2FACPZ3Z/MBsuxLzJpZMieLSCRG8ve4YP+zOabO+Xqvn+o8TySqp5b2rEtTQOyAu1IeDHRT01gR5ubBwdCgvXDjK4gCfLaZ97Wrac1UGejpbnAxn7nML4kNIK67hUJ75+QI9SYcEXQgxVwiRIoRIFUI8YGGbmUKIvUKIQ0KI9dZtpkJP5+PuCbxcHJsjGuwRIQRPLRzBpBh/Hvj+ALsyy5rX6fQG7vhyD7uyynhl8ehuqcdoD4wM9SGtuIaqem2n9tPT6Y5tCXNpil2dHLhmSiTDQ3zM3mOWXJxnxw3A0UG0CDG1FU4o6EIIDbAUOBsYDlwqhBjeahtf4C3gXCnlCOAi6ze1b16gHi6O1GsN6PT2OxvQSePA25ePI9jXlZs+TVRy10vJoz8dYlVSAY/PH868UWp62Caa/OidtQDNiZg9jcNYkyYXZqivGwLFhfn8+aN4/Nw4Prl2Ahvvn8VZw/vR5KVyEDBlYACjw33b7MvPw5npsUH8uv+41WZFW4uODIpOAFKllGkAQoivgIVAksk2lwE/SCmzAKSUhdZuKNj/QOGp0BQdUtOgx8fdrjxkLfDzcObDqxM4b+kWrv84kemxgXy5I4tbZg5kydTonm6eTRFnMjA6KebUey2t0x335SgXaJkptDXh/u68e9V4dHoD648U8eWObNamFLL65XVMjgngkgnhzI0b0Jxqd0F8MGuSC9mdVUZCN9Qi6CgdEfRQINvkfQ4wsdU2sYCTEGId4AW8JqX8pPWOhBA3AjcCREScfBrKvniBehkFvapBa/e5sAf18+KNy8aw5KOdHD5eyfljQrm/Fz+MT5Ugr5MbGG2P9kRMpS2OGofmQicFlfV8m5jNVzuzufOrvfi5O3H+2DAunRBOg1bpMV/4ztZ2i5V3Nx0RdHOxZq37GY7AOOB0wA3YKoTYJqU80uJDUr4HvAfKxKKTb27fu0AP5Sk39WkvrO0VDzDTjJiBXi5dNvGlvUkk9kBcqI9VBF3l1Onv7crtswdz68xBbD5WzFc7svlkawYfbkrHNIDIlsJBOyLoOUC4yfswoPVoQA5QLKWsAWqEEBuAeOAIKqfMij25zYUTmuql2sqFcyrsyizl9i92MyrMh+hAD97bkMawYC/OG3PqOV/M0Zli0rbCyFAf/j6sTPG3Zjpilbac6OHv4CA4bXAQpw0Oori6gRkvrqWm0Xxt256+vjpypewEBgshooFc4BIUn7kpPwFvCiEcAWcUl8wr1mxoX+S5Pw7T2Gow1FYunJMltbCa6z5OJNjHlWVLlPS/+RX1/Of7A0QGeJywAvvJYGkSydO/JhHq54abkwY3Z43y1/i/i6ODTU2Tr67XIiWMfHylXfYw7IWOPvwr67X8vv843+/OaSPmTdhCtN0JBV1KqRNC3A6sBDTAMinlISHEzcb170gpDwsh/gT2AwbgAynlwa5seG8mu7SWt9YdM1s/E2zjwjkZCirruXrZDhwdBJ9cO7G57uY7V4xj4dLN3PjJLn66fSqhVopWsvT9lNQ0ctE7W82uE4JmgXc1FfxWwu9q/N/dueV7N2cH3JwcW23vgJuzY/N7F0eHdmfLNrFiTy6fbM0EekfPzJax9PB/aWUK80cFs/FoMd/vzmFVUgENOgMxQR54uzqanYhkC9F2dpucqzeSVVLL0rWpfL87BwchcNIIs9aAPVVgqqjTsvjdrWSX1vL1TZPb5HI/WlDF+W9tIdzfne9umXzCsmod8Y1PfX6NxTqz0wYFsnB0CM6ODtRr9dQ16qnTGqhr1FGn1SuvRgP1Wj21zcsM1Dcq62ob9c3rTiVizdXJAXejyLs6OTQ/AFybHhJOGv5KKqDWzn93e8FSEjxQZu0WVzfg5+7EufEhnD82jFFhPvy0N69HU1v3yuRcvYn04hqWrk3lxz25aBwEl0+M4OaZA9meVmrXYZr1Wj03fpJIamE1H10z3mxhjsH9vXj9sjFct3wnd3+9l7cvt5zzpaPdY3Phrc4aByID3NiUWsyuzDIuGBfKkinRp5xgSUqJVi+p0zYJfNPDQd/8oKjV6psfBHXGZc3bGpc1ra+q11FU1dD80DCHvfXMbJnqBh3LNqW3u01xdQOPzBvGVZOjcHb8J2S4dbSdEBAX4m0TvSdV0HuQY0XVLF2Tyoq9uThpHLhqciQ3zxhIf2+lZqE9h2kaDJJ7v9nH9vRSXl08mtMGW65UP2tIPx46ZxjP/HaY/606wr8tPLBeWplssXts+p20970l5VXy0eZ0vtmZw2fbspg5JIjrpkUzbVDgSfnQhRA4OwqcHR3wcbNuOKmlHoYtdOntnXqtns+2ZfLWumOU1jQCShifqZXu6CCIC/UmKa+K5/5IJimvkltnDWRQP6/mbUyj7R768QA/7s6ltlHX44W7VZdLD5BaWMUba1L5ZV8ezo4OXDExkhtnxPR48VlrIaXkyV+SWL4lg4fPGcYN009ceKSpfuhXO7N5dfFoFo0JRac3cCivkh3ppezIKGVVUoHZz55Kjviiqga+2J7Fp9syKa5uYHA/T66dFs15Y0JxderZtL3mqlW5OWnsLjmbLaHTG/huVw6vrT7K8Yr6Fut83RzRGaCmQdfi4V9QWc97G9L4fHsmDToD58QFc9usQQwPaZlvaFtaCZe8t43XLx3TXASjK+m1JejsjZT8Kt5Yc5TfDhzH1VHDVZMjuWF6TPMgYW/h7XXHeOHPZK6fFs0j89uvpm5KZb2WUU/8BYCLRtColxb9m6Z0xrfcoNPz677jfLgpnaTjlfi5O3HZxAiunBTFAJ+ee8Daexx9T9H6e/v3nFg0jg68suoI6SaFoN2dNZwdF8wF40KZFB3Q7mB1SXUDH25K55OtmVQ36DhjWD9unz24OS2A3iCZ8vxqRoX58v5VZnXWqqiCbqSnbpLDxyt5Y81Rfj+Qj4ezhqunRHHdtGizNSLtne935XDvt/s4Nz6EVxePbvdGKa9tJDGjjJ0ZigV+MLeixcSj1kT6u1FQ2UC9SZV7a1muUkq2p5eybFM6qw4XoBGCeaOCuXZqNPFm8nmo2B7mejam7hQhlEHx88eGctaIASftHqmo1bJ8SwbLNqdTUafltMGB3DF7MBOi/bl62XbWHylGQJdriyro9Ew39mBuBW+sOcrKQwV4uTiyZGoU106N7rXFG9alFHL9x4lMjPFn2ZLxzXkvmjheUceO9FJ2ZpSyM72MlIIqQBmwHBXmw/hofyZE+XPfd/sorm5ss/+mKdZd/VDOKqll+ZYMvknMprpBx7hIP66bFs2Zw/vjqLHffDq9HUtjD44OgnvPHMKiMSEE+3R+HKK6Qcdn2zL5YGMaxdWNxAR6kFVai84k7KkrtUUVdCz/2F0RCrY/p5zXVx/l78OFeLk6cu3UaK6dGm33uVjMYdrrAQj2cWXl3dPxdHEkrbiGnemlzT7wnDJlGw9nDWMj/ZgQ5c+EaH/iw31b+K1tpZ5qVb2WbxNzWL4lg6zSWkJ93bh6SiSLx0dYfSBUpfN093VT16jnq51ZPP1rktkQ1q4KM1XDFumeXOp7s8t57e8jrE0pwsfNiXvmxHL1lKhee/Ob6/UUVjVw+fvbyKuob7ayAzycGR/lzzVTo5kQ5c+wYK92LV1bqafq5erEtdOiuXpKFKsPF/DhpnSe/T2ZV/8+yoXjwlgyJYqYINurK9lX6e7rxs1ZwzVTo3nqlySz63sizLTPCHpX/ti7Mst4bfVRNhwpwtfdifvOGsJVkyPxcu2dQl7ToGNTajH3fbevjc9bZ5AcOl7FwtEhTIjyZ3y0PzGBHicVEmhraZI1DoIzRwzgzBEDOJhbwUebM4yJmjI5fWg/rp0WzZSBATaVOqCJvjS42lPXja0YINCHXC7mrEmAW2cO5P65Q09pnzszSnnt76NsSi3G38OZG06L4crJkb0umVJNg441yYUsXZtKcn7VCbe3RhfX1oWosKqez7dl8dm2TEpqGhnS34trp0WxcHTPhz020RfDH3viuunu71n1oRsx/bE1DgKdQeLhrOGLGyadVCTDtrQSXvv7KFvTSgj0dObG6TFcMSmyxycVWIuaBh2/HzjOG2tSySqtNbvN8GBvjlfUUVbbtkxaX5qiXq/V88u+PD7clE5yfhX+Hs5cPjGCKydF0s+7Z+cVdOe4UV+nOx8kqqCbYcuxYi57fzsAfu5OfHPTZAb397K4vZSSrcdKeHX1UXaklxLk5cJN02O4fGIkbs62YZGdKjUNOr7blcMba46ajS4BGB/lx80zBjJlYGDz+fZFC9ASUkq2ppWwbFMGq5MLcHQQLBgVwjVToxkZ1jblQXdgK4PLKtZFHRQ1w5SBSjzqD7tzKavVcuWHO/j25smE+7u32E5KyabUYl5ffZSdGWX093bh8QXDuXRChM10rVtzImuhsl7LZ9syeWN1ahsXVBMzYoO4ecZAEqL8cLIwgGnPqQmsjRCCKQMDmTIwkIziGpZvyeDbxGx+2JPLhCh/rp0WxZzhA9B0INuiNdDpDbg4OVCvbVuLVk0h0HvpsxY6KDPATv/fegwGZUZigIcz3948hSAvF6SUrD9SxOurj7I7q5xgH1dumTmQixPCbVbIwbzV7OrkwPTBgfyVZLnU69lxA7hl5kBGhvrY5OCePVJZr+Wbndks35JBTlkdYX5uLJkSxcXjw/HuwgFzg0Hy72/38cOeXJw0osXAdV/tQfUmVJdLO3y9M4v/fH8Ad2cNtY16HB0El04IZ39uJfuyywn1deOWmQO5KCGszUQZW6S91LGmnD82lFtntkw4pNI16A2SVUn5LNuUwY6MUjycNVyUEM6SKVFEBXpY9VhSSh5ZcZDPt2dx75xYwv3deerXJEprGgn0dOGRecNUMbdzVJdLOzg7OOAgaE5ZqjNIPt2WhaeLYslcMDasRepMW6e92NdN/5lFmJ+7xfUqXYPGQTA3Lpi5ccEcyKngo83pfL49k4+3ZnD60P5cOy2KyTGdD3uUUvLf3w7z+fYsbpk5kNtnD0IIweSBAUx8djW3zByoinkvx36Uqot4edURs7O8tHrJhePsS8zBsn801NdNFXMbYGSYD/9bPJrN/5nNHbMGsTurjMve387Zr23km8Rs6i2MaXSEV1Yd4YNN6SyZEsX9Zw1pfkD093YlxMeVvdnlVjoLFVvFvtSqC7Bk0TboDNz7zT4Mp1KWpge576whuLXy8dtTUYy+Qj9vV+45cwhbHpjNixeMAuD+7/Yz9fk1/G/VEQqr6k+wh5a8ve4Yr69JZXFCOI/NH97G2h8d4cve7DKrtV/FNunzgm7JovV2deTnfXk8/vMhemqc4VRYNCaU584fSaivGwLFMlcHwWwXVycNF48P5487T+Pz6ycyOtyX11cfZerza7jnm70czK044T6Wb07nhT+TOTc+hGfPH2k2w+XocF+yS+sorjZfp1ald9DnfeiWpgs/tTCOw/mVvLs+DV93J+49034sXNNqKir2gRCCqYMCmTookLSiaj7eksG3u3L4YXcuE6P9uXZaNGcM698m7PGbndk88UsSc4b35/8ujrcYFjkmwg+AvVnlnDG8f5efj0rP0OcFvb1Y6oUyhIpaLW+sScXHzYnrTztx5R0Vlc4SE+TJkwvjuOfMIc1hjzd9uotwfzeWTInm4oQwvFyd+HlfHv/5YT/TY4N487IxFucLAMSF+KBxEOzNVgW9N9PnwxZPhN4guePL3fx+IJ+XLhzFRQnhPd0klT6GTm/gr6QClm1KJzGzDE8XR/w8nMgurWNCtD8fXzOhQ7OV572+EV93Jz6/flI3tFqlq1DDFjuBxkHwyuLRVNUnct93+3nuj2TKahr79KxIle7FUePAOSODOWdkMPuyy7lm+U6yS5XBfCeNYF9OOROj/U8Y9jgmwpef9uRhMMh2K0mp2C99flC0I7g4apg/MhghoLSmEQnkltfx4A8HWLEnt6ebp9KHqNfqqW3UEejpzJWTIknKq+SS97Yx7/VNfLcrhwad5bDH0eF+VDXoOFZU3Y0tVulOVEHvIK+vSaW1d6pOq+ellSk90yCVPseerDKuXb6TMD93Vt41nacXxbH1wdN5/vyR6AwG/v3tPqY+v5ZX/z5CUVXbaJamosZ7ssq7t+Eq3YYq6B2kOyoeqahY4lBeBVcv20GApwufXTexucC4q5OGSyZEsPKu6Xx63QRGhnrz6t9K2ON93+4jKa+yeR8xgR54uTqyR51g1GtRfegdxJaqkqj0LVILq7jywx14ujjy+fUTGeDTNs+6EILTBgdx2uAgjhVVs3xzBt/tyuHbXTlMjgng2mnRzB7aj9HhvuqM0V6MKugdZNbQID7fltUiv7Q6A1Olq8ksqeGy97fjIASfXT+xTXpncwwM8uTpRXH8+8whfLkzi4+3ZHDDJ4lEBrhTWtNIVb2O2kZdrynIovIPqsulA6zYk8v3u3LbFAsYG+GjRrmodBl55XVc9v52tHoDn18/8aQLUvu4O3HzjIFsuH8Wb142hgAPZ6rqdQAsfncb2cZqVCv25DL1+TVEP/AbU59fow702zFqHHoHsJSSVgCvLB6tirqK1Smsqmfxu9sormrgixsmWa3q0drkQq5ZvhMABwFxId4kF1TTqPunEIaaM922aS8OXbXQO4ClgU8JapSLitUpq2nkyg92kF9Rz/Jrx1u1hN2sof2IDHAnPtyXm2cM5EBeZQsxBzV6y57pkKALIeYKIVKEEKlCiAfa2W68EEIvhLjQek3seQKNEQXmUKNcVKxJZb2Wq5btIL2khg+uTmBcpL/VjzE63Jf8ijrunzsUs0VHUa9re+WEgi6E0ABLgbOB4cClQojhFrZ7AVhp7Ub2JDq9Aa2+bV3GJtQoFxVrUdOg45qPdpKcX8k7V4xl6qDALjnOmHBfCiobOF5RZ/H6Va9r+6QjFvoEIFVKmSalbAS+Ahaa2e4O4HvAcuFKO+TBHw5QXqc1u06NclGxFvVaPTd8ksierDJeu2QMs4d2XQKt0SaZF9X8+b2Ljgh6KJBt8j7HuKwZIUQocB7wTns7EkLcKIRIFEIkFhUVnWxbu533Nhzj2105AKy4bSqvLh6NozEHhppnXMVaNOoM3PLZLramlfDyRfGcMzK4S483LNgLZ40De7LLm/PnN1Xm6unrWo246RwdCUQ1l8WnteftVeA/Ukp9ewmCpJTvAe+BEuXSwTZ2Ozq9gef+SObDTekAfH/LZEaH+zZPyvhyRxar752Bq5PtF41WsU1W7MltTtns4uRAvdbAf8+L4/yxYV1+bBdHDcNDvNlrTAGwaEwoy7dk4OXqyKfXTezy41tixZ7cFrUJmvIlNbVR5cR0xELPAUxzxoYBea22SQC+EkJkABcCbwkhFlmjgd1NSXUDV3y4vVnM/zV7UIuBqRlDgmjQGdiRXtpTTVSxc5qEK7e8DgnUaw04aQQe3TjRZ0yELwdyK9AZx4fqtfo2rpfu5r+/H25RaAbUiJuTpSNX0E5gsBAiGsgFLgEuM91AShnd9L8QYjnwq5RyhfWa2XWYWkqBXi5odXrK65TJFzGBHtw2e1CL7SdFB+Ds6MCGI0VMjw3qiSar2DkvrUxpI1xaveSllSndZomODvflo80ZpBRUMSLEhzqtvkM51a2NlJJ1R4p4f0Oa2YRioEbcnAwntNCllDrgdpTolcPAN1LKQ0KIm4UQN3d1A7uS1pZSUVUDFXU6hgd7AfDMojhcHFsNGDlrmBjtz/ojtj8GoGKb2EKitzHhysBoU+bFusbutdAbdHq+SczmrFc3cM1HO0krqsHb1bx9KYG31qW2iZdXaUuH4tCllL9LKWOllAOllP81LntHStlmEFRKuURK+Z21G9oVmLOUJJB0vIoF8SFMsRA2Nn1wEEcLq1XLQeWUsBQSGGwm6VZXEe7vRoCHc3OirjqtvlvGhMprG1m6NpVpL6zl/u/2o3Fw4JXF8Wy4fxZPLYxr81BxcXRgZKg3L/6ZwtmvbWBLanGXt9Ge6dPZedoT5F/25XEot4Jwf3cijK9wf3ciA9wZF6VYNxuOFHHJhIjuaq5KL8FcYXJQUuGW1jTi7+Hc5W0QQrTIvFjfxS6XrJJalm1O5+ud2dRp9UyPDeKVi2OYOiigudJSe/V916YU8sTPh7jsg+0siA/hkXnD6O998g9AUxdrb6w61qcF3VJKXEcHwfWnxZBdWktmaQ27s8qakxqZ8sAPB9hyrKSN4Pf3drVYfV1FxZxwzR7Wj693ZrNw6SaWXT2ewf29urwdo8N9WZ1cSGlNI1q97LTLxZxYRga48/7GNP48mI/GQbBwdCjXnxbN0AHeZvexaEyoWYGdNaQfk+8K4J31x3hr3THWHC7g7jmxXD0lqt3i2K3b19ujaPp0cq7WPzCAEPB/F8Zz/riW4WMVtVqySmubXy/8mQwocbv5lfXoDf98j84aB8L83NpY9xH+7kQEuOPp0v5ztLdbESrm2ZNVxg2f7KJBq+fNy8cyo4sH3TcdLeaKD7fz9uVjueXz3Tx8zjBumB5zSvsydy85CDBI8HZ15PJJkSyZEnVKVnVrMktqeOLnQ6xNKWLoAC+eXhTH+KgTp0iwlGTP08WRx+YPJzrIg+hADwI8nFvUZ7W1+1EtEm0BU0up6Ye+54zYNmIOSirSke4+zYmSIvzdue2L3bx+6WhGhflyvLy+heBnG//uySqjspV1H+Dh3ELsmwU/wJ3tx0p4eMXBXm1FqJhnTIQfP90+les/TuSaj3bw+IIRXD0lqsuONyrcByFga1oJAK6dcLmYG48ySPBxc2TzA6ef0Ig5GSIDPFi2ZDx/JRXw1C9JXPTOVi4YG8aD5ww9pbxL1Q067v9+f/N7b1dHooM8iQn0oF6r5+/DBWj1isFm6/djnxZ0UH6UgUGeLFy6iSsnRXLH6YM79LlpgwJxELD+SDHjIv2JCFAE2Rytrfsmwd+bXc5vB463sO7N0RSLa4sXkIp1CfV147ubJ3PnV3t5/OdDpBZW89iC4R12K5wM3q5ODAzyZMsxRdA743KxJJaVdTqrinkTQgjOGjGA0wYH8uaaVN7fmMaqpHzuO2sIl02MNOvytFx1zJUvb5hEWnEN6UU1pBcrrx3ppWa3t+X7sc8Lut4geXjFAQI8Xbj3JPJX+Lg7MTrcl/VHirhnTuwJtzW17k3R6Q3kmVj3D/14wOw+1IiavoOHiyPvXjmOF/9M5t0NaaQX17D08rH4uDlZ/Vhjwn2b01uciqDr9Abe35huKWljlyf5cnd25P65Qzl/bBiP/3yQR386xDeJOTy9KK65KHYT5gajHR0E9581lMgADyIDPJhlIgHb0kq45L1tZo9rq/djn8+H/sX2TPbnVPDo/OF4u57cDTM9Noj9OeWU1TSe8vEdNQ5EBLgzbXAgl02MIFTNfqcCaBwED54zjBcvHMX29BLOe2szGcU1Vj/O6Ajf5v/dnE9ODlILq7jgna288Gcyo8K8cXVq+fnuTPI1qJ8nn103kTcuHUNhVT3nvbWZB3840OLebMpbE+rrhgBcHR3QCNpMEDxeUccdX+7hkve2obGQysRW78c+LeiFVfW8+GcK0wYFsmDUySdEmhEbhJSw0YqxsWr2OxVTLk4I59PrJlJa08iitzaz1egesRamVmxH49D1Bsm7649xzuubyCyp4fVLx/DTbdN4/vxRzWLZE0m+hBAsiA9h9b0zuW5qNN8kZjP7/9bx9c4sDEa35qIxoWx+YDbpz8/jlzumoTVI3lyTCiiTnZauTWX2y+tZeSiff50+mOfOH2lX92Ofdrn897fDNOgMPLVwBO0lFbPEqDBffN2d2HCkiHPjQ6zSJnMDtTdOj7FJf51K9zApJoCfbpvKtct3cuWH2/nveXEsHm+d+Q8pxysRKBPq7vxyLw/PG9butXasqJr7vt3H7qxyzhzen2fOi6OflxK5YinksLvxdHHkkfnDuTAhjEdXHOQ/3x/g653ZPL0ojhEh/7g9B/f3Uh6Y2zKI8Hdj+ZYMMkpqOXN4fx6dP7y5ILezo4NNRbm0R58NW9ycWszlH2znX6cPPqEPvD1u/2I3O9JL2f7Q6af0UGiPmgYd015Yo+TduGaCVfetYn9U1Gm5/YvdbDxazI3TY/jP3KGdmu9gLtTQUj1RvUHy0eZ0XlqZgquThqcWjuDc+BCrX/PWRkrJD7tzee6Pw5TWNHLV5CjuOTO22b26Pa2ExUY/eUyQB08sGGHzOZrUmqKtaNDpeXTFQSID3Ll15sBO7Wt6bBCFVQ0k51dZqXX/4OHiyHXTolmbUsTB3Aqr71/FvvBxc+KjJeO5anIk721I46ZPE6luaDvhraOYCzU0l90wvbiGxe9u5ZnfDnPa4EBW3T2dhaNDbV7MQXHDXDAujNX3zuSKSZF8vDWD2S+v5/PtmbzwZzJXfrijeduXLoy3eTE/EXYl6NZKfv/e+jTSimt4emFcp/NXNE3+6KpkXVdNicLL1bHZz6fSt3HUOPDUwjieWjiCtSlFXPj2FnLKak9pXydKEmYwSJZtSufs1zZwpKCK/10cz/tXJdDPCpODuhsfNyeeWhjHz7dNo7i6gYd/PMjb644xZIAXq++dgb+HMy+tTKanPBbWwm4EvXVmxKYA/5MV9cySGt5Ym8q8UcFWeRr393Zl6AAvNnSRoHu7OnHNlCj+PJRPShf0AlTsk6smR/HRkvHkltexaOlmdmeVnfQ+2qsnmllSwyXvbeOpX5OYMjCQVffM4PyxYXZhlVvi8PFKnvktqc2yr3dmc/1p0WxLKyXhmb/tulqS3Qh6R7uH7SGl5LGfDuGsceCx+W3qXJ8y02ODSMwoo6YT3d/2uGZqNB7OGpauVa10lX+YHhvEj7dOwcPFkUve28ZPe09OgMxHVDkwMcafua9u5HB+JS9dOIoPr06wypT9nqKiVsvjPx1k3usbSSmo4r/nxXHs2XPY/egcLhgbxnsb0njLeG+V1DR2ymDsaexG0K2RQ/qPg/nNE4GseYHOiA2iUW9gW5p1Q8qa8PNw5orJkfy6P4+0ououOYaKfTKonxcrbp3K6HBf7vxqL//7K6U5RO9EtI7L7u/tQoivGz/szmVCtD9/3T2dixLC7dYq1xskX+7IYtb/rePTbZlcPjGSdf+eyeXGmaT+Hs68cOEovr9lCvXatrnW7bFakt0IusUc0r4dE+bqBh1P/nKIESHeXDU50ppNIyHKDycHwb++3NNl3bUbTovB2dGBt9Yds+p+VewfPw9nPrtuIhcnhPH6mlTu+GoPdY36E38QRdQ33j+LpxbFUVWvo7CygRcvGMXya8YT7GObk2c6wu6sMhYtVSYXDQzy4Jc7pvH0ojh83dumJh4X6Wcx/Yatzgi1hN0IurnuIcDoMN8Off5/fx2hsKqB/543Ekcr58X440A+eimpadR3WXct0NOFSydE8OOeXLJLT20QTKX34uzowAsXjOKhc4by+4HjXPLeVgor60/4uezSWq74cDuPrjjIuEg/Vt49nYvH269VXlhVz73f7OP8t7ZQWFXPa5eM5pubJreIPzdHe+MJ9oTdCHrr7iGAk0bwx6F8Nh1tf6bmobwKlm9J57IJEW3yO1iDl1am0PoB3xXdtZumD0QjBG+vV610lbYIIbhx+kDeuzKBo4XVnPvmZovhrlJKPt+eydxXN7Avu5znzh/JJ9dOsDsBa0KrN/DBxjROf3k9P+/L5eYZA1l978wOh1f2lhnadjmxSErJlOfXMKifJ/kV9ZTUNPLbv6aZ7SIaDJIL3tlCdmktq++ZiY+79RMcRT/wm9nkRAJIf36eVY/18I8H+GpHFkFeLhRUNtj8zDWVniEpr5LrP95JWa2WSyaE89ehguaZjtefFs2a5EI2Hi1m6qAAXrhgFGF+5jOF2gObjhbzxC9KZsqZQ4J4bP5wYoI8T3o/tpb33BK9Lh+6EIIzh/fn68Rsvrt5Covf3cptn+/mqxsn4+zYstPx1c5s9mSV88ri+C4Rc4AgLxcKzVQs7wprJybIA72E/ErleLaen1mlZxge4s2K26dy0dtb+GhzRvPy3PI6nvwlCSeN4JlFcVw+McJu3Ss5ZbX897fD/HEwnwh/dz64KoHTh/U75fOxldQFncFuXC6tOXPEAOq1BvLK63jxwnh2Z5Xz7O+HW2xTXN3AC38mMzkmgEWju+aHatQZcHFs+zV2VXdt2aaMNsvscTRepevp5+XaXJihNf4ezlwxKdIuxbxeq+e1v49yxv/WszalkH+fGctfd0/njOH97fJ8rIldWugAE6L98XZ15K+kAl6+KJ7EzCg+2pzBuEg/FhgTZT37+2FqG3U8vSiuy37oV/8+QnZZHddMieSvpMIu7a7Va/VmE+6D/Y3Gq3QPxyvMD4wWVrbtUdo6Ukr+Sirg6V+TyCmrY96oYB4+Z5jd+v27ArsVdCeNA6cP68/qwwXo9AYePHsY+3MquPebvTz9axJFVQ1IYM6wfgzqd/L+tI6wLa2Et9cfY3FCOI+fG8fj53bJYQDFT/joTwctrlcvahVzWK7SY1/XS2phNU/+coiNR4sZ0t+LL26YyJSBgT3dLJvDbl0uAGcO709ZrZbEzDKcHR1YEB9Mo15SaBRzUHKVd8Vsr4paLfd8vZdIf3ceW2C9WaetKayq586v9nDFh9uRUnLzjJheMRqv0j3Ye/RGVb2WZ38/zNxXN7A3u5zHFwznt39NU8XcAnZroYMy9Vkj4LqPd1LboMfBjFulXmuwev0/KSUPrThAYVUD39+iTL22NnqD5IsdWbz4ZzINWgN3nj6YW2YOxNVJw9AB3nYxGm8t7CX6wBYxza9vT9+flJIf9+Ty3B/JFFc3cPG4cO6bO6TdItAqdi7oq5IKkEBNgzIrTm8hBNPa/uUfdufy2/7j3HfWEOK7IK79YG4FD684yL7scqYOCuDphXEtwrB6w2h8R2mds1uN6jl57OF6MX1oB3q54OGsIaOklvhwXz64KqFL7rPeiF0LurkJPeawpr8ws6SGx346yIRof26e0blc6q2pbtDxv7+OsHxLOv4ezrx2yWi7KCLQlbSXlM3WRUqlY7R+aBdVNVAEXDIhnGcXjcShE0U8+hp2LegdsbxdHR2s5i/U6Q3c9fVeHBwErywe3alqMaZIKfnzYD5P/pJEQVU9l0+M4L4zh3ZZ3Lw9YY2kbCq2jbmHNsDGI8WqmJ8kdi3olkbwTanXGXjmtyS+353D8BBvhgd7MyLEm+hAz5MW5DfWpLInq5w3Lh1DqJWs/uzSWh776SBrU4oYHuzN21eMZUyEn1X2be98k5htdgYu2F+Uhopl1Ie29bBrQb/vrCEWayLOGtqP5OOVJB2vJClP+fvRpgwa9UqaTFcnB4YMUAR+eLAXw0O8GTrA2+IA567MUt5Yc5Tzx4Y2x7l3hkadgfc3pvH66qM4OggenT+cqydHWj1xmD1Sr9Xz+E+H+Doxm8H9PMgoqW0xQcaeojS6gt42SGzJMBMCvtmZzYXjwlRLvYPYZS4XU07m4m7UGThWVM1hE5E/lFdJRZ0WUC6gqAAPReSN1vzwEG/cnTWc/dpGhIDf/3UaXq6dc4VsTyvh4RUHSS2s5uy4ATy2YLhdpyq1Jlkltdz82S6Sjldy+6xB3D0nliUf7WhOwNYbBKwznExhZ3vB3Dm5ODoQ4utKenEtYyN8eXpR3AkzJvYV2svl0iFBF0LMBV4DNMAHUsrnW62/HPiP8W01cIuUcl97+7SWoHcWKSXHK+qbBb7pb5aZFLUJkX5cMSmS4SHexAR6nLQ1XVLdwHN/JPPdrhzC/Nx4auEIZg/tb61TsXtWJRVwzzd7cRCCVxbHN383C9/chJuzhq9unNzDLTx1TtWq1uoNlNdqKa9tpLxOy02f7qK0prHNdqG+bmx+YHZXNL1bMPf9LBwdwve7c3nu98OU1TZy1eQo7jkzFu9OGlT2TqcEXQihAY4Ac4AcYCdwqZQyyWSbKcBhKWWZEOJs4Akp5cT29msrgm6JqnotyflVPP9HMrsylXqNzo4ONOoMzf8PHeDVwpofGuyNp4nLxvQi9XFzokGnR6uX3Dg9hjtmD8bNuXMFqnsLOr2Bl/86wjvrjxEX6s3bl48j3F/J/lev1RP3+EpunB7D/XOH9nBLTw1zFqizxoGLxocyMNCrWazLmoS7VkuZ8W91B8sadkVmT1uholbLy3+l8Nn2TAI9XXj4nGEsHN13o786m21xApAqpUwz7uwrYCHQLOhSyi0m228Dwk69ubaBl6sTwT6uHCmoYmyEL9/cNBkJpBXVkHS8gqS8Sg4fr2LloXy+2pnd/LnIAHeGB3sjgL8PFzb77MvrtDgIxe9/y8xBPXNSNkhhVT3/+nIP29JKuWxiBI/NH46ryczG/TkV6AySsXY8UGwuiqNRb+Dzbcp1I4RSld7P3RkfNycCPZ0Z3M8TH3dlma+7E77uzjg5CO74cg86M7G6vXmQ2MfdiacXxXFRQhiPrjjIXV/v5audWTy9MI7B/b16unk2RUcEPRTINnmfA7RnfV8H/GFuhRDiRuBGgIiIiA42sWfQGyR3f70XKeHVxWOa3StDBngxZIAX541RtpNSUlDZ0CzyTW6bjJK2LhuDhM+2ZamCbmRHeim3f7Gbynot/3dRPBeMa2sHNFWzHxPh282tsx6WojUEsOexOXi7Op1w0O9ATgW3f7kbvUHi6CBaiHpfGSQeFebLD7dO5audWbz4Zwpnv7aR606L5l+zB3fJbG17pCPfgrkrzayfRggxC0XQp5lbL6V8D3gPFJdLB9vYI7y9LpWdGWX87+J4IgIsJ/8XQjDAx5UBPq4t/OGWil6ooVjKQ/CDjek8/2cyEf7ufHLdBIYO8Da77a7MMqIDPQiw4ynfgV4uFFnIl2+uxqUpUko+3pLBs78nE+DpzLc3TyanrK5XRbmcDBoHweUTI5k7YgAv/JnMu+vT+HlvHo/NH87cuAF91g3TREcEPQcIN3kfBuS13kgIMQr4ADhbSllineb1DHuzy3nl76MsiA/hvFO8UXpLljtrU1mv5f5v9/PnoXzmjhjAixeNsjjIJaVkT1YZ02ODurmV1qOsphGd3oCgpRXUEau6olbL/d/vY+WhAk4f2o+XL4rHz8OZhCg17UGApwsvXhjP4vHhPPzjQW75fDfTY4N48twRRAd69HTzeoyOhGnsBAYLIaKFEM7AJcDPphsIISKAH4ArpZRHrN/M7qOmQcedX+1hgLcrz3Qij7q9Z7nrCg4fr+TcNzax6nABj8wbxttXjG03YiG7tI7i6ka79Z/rDZI7v95LTYOeu+YMbq6HG+rrdsIwwz1ZZZzz+kZWHy7kkXnD+ODqBPw82rfm+yLjIv359Y5pPDZ/OLszyzjrlQ38768U6s3MPO0LnNBCl1LqhBC3AytRwhaXSSkPCSFuNq5/B3gMCADeMgqgztIorK3z5C+HyCqt5asbJuHjdurhUfaa5a6r+G5XDo+sOIC3qxNf3jCJCdH+7W6/Yk8uT/5yCIDXVx/F08XR7r671/4+woYjRTx73kgumxjBnafHnvAzBoPkw03pvPBnMgN8XPnulildUti8N+GoceDaadHMHxXMf38/zOtrUvlxby5PLBjB6cP6Vliw3U8ssia/HzjOrZ/v5rZZA7nvLPsMkbM16rV6nvwliS93ZDEpxp/XLx1DPy/Xdj/TGybPrD5cwHUfJ3JxQhgvXDCqQz29sppG7v12H2uSCxUf8YWjOmVU9FW2HCvmsZ+UotFzhvfn8QXD7boIdms6PbGoK7A1QT9eUcfcVzcSGeDO97dMwUmdgt9psktrueXzXRzMreSWmQO5d05shyZjTX5utdnSafYyeSajuIYFb24iMsCd726e0iIM0xI7M0r515d7KKlu5OF5w7hqsn3W+7QVGnUGPtyUzuurjyKR3DF7MNefFo2Lo/3P/ehsHHqvx2CQ3PP1Php1Bl67ZIwq5lZgTXIBd321Fwm8f1UCc4ab7/o26gwk51eyL7ucvdkV7M8pt1gH0x4ihOoa9dz82S40DoK3Lx93QjE3GCRvrz/G/1YdIdzPjR9unUJcqDrFvbM4Ozpwy8yBnDs6hKd/SeKllSl8vyuHpxbGMW1w7612pAo68P7GNLamlfDCBSP79Ai5NdAbJP9blcLStccYEaLM+mwK+zQYJGnFNezLLmd/Tjl7cyo4nFfZPPkqwMOZ+HBf8ivrqapvO0PS1iOEpJQ8+MN+UgqqWH7NhObZrqaYzh7u7+OKj6sjKQXVLIgP4dnz4jqdJ0ilJaG+brxz5TjWpRTy+M+HuOLD7cwbFcyj84YzwKd915890ucF/WBuBS//lcLZcQO4OCH8xB9QsUhxdQP/+nIPW46VcMn4cG6aMZCk4xV8uTOLfdnlHMipoMo4ld3dWcPIUB+umRrFqDBf4sN9lCgQISz60G09QuiTrZms2JvHvXNimWEm1LL1eeVX1JNfwUn52VVOjZlD+rHyrgDeXZ/G0nWprEsu5O45sVw9JapX9cj7tA+9rlHPvDc2Utug58+7TjvhJI+uoLekQl2TXMC1y//5Pft5uVBonEzj6CAYFuzNqDAf4sN9GR3uy8Cg9vPR29v3siuzlMXvbmPmkCDeuzIBBwfR5hxqG3WU1WrbfNZexgZ6C5klNTzx8yHWphQxpL8XZ47ozw+7c+3mWlMHRS3w8I8H+GJHFp9fN5Epg7rfr2aL0RwdEdJ6rZ5DeYrfe19OOT/tbTnPLCbIg/gwX+KNAj4s2LtDA4P2SmFVPfNfVzJC/nz7NHzcnMz+tpbozYm1bBUpJX8lFfCf7/ZTXtfyIdvT9+CJUAdFzfDXoXw+357FTdNjulzMG3R6iqsbKapqoLiqgaJq5e8764/ZVL1M8wWZ95NXUUeghwt7c8rZl11OSn6V2QRRb18+limDAvtUqJ1Wb+D2L/ZQWa/l42snNJ+7pbJq5rDFsQF76CHp9AZqGvXUNeqpadQpfxt01Gr11DboqW3UUafVU9Ogp65RR02jntpGZXnTX3PZLO25Zm2fFPTCynru+moPThrBexvS+HX/8ZO+YBt1BoqrGyiublCEurqhWbSLTJYVVTWYHeBrj9zyOnR6Q7dXLzJfkNnAi3+mAODl6kh8mC83To/BzUnDO+uPUa8zcP9ZQ7hxekyf9AG/8EcyO9JLeXXxaIYF/5OPpqMROW5O1qt5ay3MP9gPACefckBKSaPeoAisVk9tgyKmzQLcaBTbBr1RfHWtRLfV/yaC3TSY3hGEAHcnDe4ujrg7a3B3Vv6aM0zAPiKqzNHnBN1gkFz54XZqtf9cDE0XrN5gYOqgoGYhbi3MpqJdUdfWFwqK6AV5uhDo5cKwAd5MH+xCoKczQV4uBHq6NP8N8HRm9svrLdZEPfOVDdx5xmDmjwqxWjHqE9HeRfzCBUoX1MVRw497cnjoh4N4ujry4ZIxTIoJ6Jb22Rq/7Mvjg03pLJkS1UboLOXy0Qgl62aTjDg6CFYlFVBa00hClB/Dg717vAyh+Qe7nid+PkRxdQM1DXpqtTqjFdzS4jUnwnoLomkOjYPA3VmDh1Fw3V00uDs54u/hTJjfP0L8z1/lfw8XDW5OGjxcHHEz/bxxvauTg1mDY+rza3pVzqU+50P/cFM6T/+adOINTfB0cTQryv/8/8+6k/EVm/ehO3DJhAi2HishOb+K2P6e3HVGLHNHDOjyuoqWLu4mnDSiubanr7sTf901nX7evS/0qyMcKahi0dLNDAv25ssbJuHs2FKE2xsfWRAfQkp+FbsyS9mZUcauzLLm793dWcPocF8SovxJiPRjTIRvt4cyWsoUaoqzowMeZoRVEWFHozWsMSu+pn89XDS4OTvi4azBzVmDs8a88HYVtjiOdSL6/KCoqT/wRGf7zKK4ZnHuZ/zblZWFLPkqDQbJ7weP8+rfR0ktrGZYsDd3nzGYOcP7d9kFb+nifnT+MOq0hjYPwkBPF6YNCmDqoECmDgq0W6vmZKms17Lozc1U1uv47V/T6G/hoXYyfui88joSM8vYlaGIfHJ+JQYJDgKGDvAmIcqvWeS7+nu29GDv7+3Cqntm4O6k6fFehDWxh/ECU/q0oJ9MtIEtho/pDZJf9uXx6t9HyCipZWSoD/fMiWXmkKAuEXZzF7ePuxN3f70XvV7y8sXxxIX6sDm1uPlVXK3UuIwJ8mCaUdwnxQT0ysFRKSU3fbqL1cmFfHH9RCZ2kbupql7L3uxyowVfyp6scmoblWs41NeNcZF+ishH+jNkgJdV3XKW7pkRId58f0vHUhmodB19WtAtWRtt81M78Nz5o2z2yazTG/hhTy6vrz5KTlkdYyJ8uXfOEKYOCugyi11vkLz29xHeWJvK0AHevH35WKJazaSVUpJSUMWmo4q4b08vpbZRj4NQKsw0CfzYSN9ekUfj7XXHeOHPZB6dP5zrpkV323F1egOHj1eRmFlKYkYZiZmlFFQqcf5eLo6MifQjwfgaHeGLu3PnhsdaP9gnxvjz455cxkf68/7VCb3yYW0v9GlBb88fGGoycHXrzIFdVoTYml26Rp2B73bl8Oaao+RV1DMh2p975sRafWCypLqBu77ey8ajxVw0LoynF8V1yDJr1BnYm13OpqNFbEotZl9OBXqDxNXJgQnRAc0ummEDvLt8TMDabE4t5soPt3POyGDeuHRMj0b1SCnJKav7R+AzyjhSWIWUysDiiBBvxkX6Md7oprHGWMfP+/K495u9DAzy5JNrJ/TZ8ZOepk8LuiULvcm9Uq/VM+2FtQwL9uLT69orlXpqdNWgS4NOz9c7s3lzTSqFVQ1MHRTAPXNiGRfZfp7xjrA7q4zbPt9NSU0jTy8cweLxp17/tbJey/a0UjanFrMptZjUwmoA/D2cmTIwoNmCN5f3xJbILa9jwRubCPR05sdbp9pkDcuKWi27s8qaRX5vdjkNOiWaK8LfXbHgo/xJiPJjUJDnKT1QNx4t4qZPdxHg6cwn105Ucx/1AH1a0L/ZmcX93x9osay1oDZ1o3+9Y5pVM91JKZnw7Gqz9SSt5a+v1+r5fHsWb69Lpbi6kRmxQdw9J/aUiiI01a/87++HCfZx463Lx1o9819+RX2z731TanFzeoDIAHemDgrktEGBTB4Y0CNpGCzRoNNz8TtbOVZUw8+3TyUmyLOnm9QhGnUGDuVVsCuzjJ0ZpezKLGse7/Bxc2JcpF+zFT8qzKfDvvF92eUs+WgHGgfB8msmqNkhu5k+LejLN6fzxC9JBHo6U1LdaNblUVmvZepza5g+JIill43t1PGafMq/7jvOr/vzyCipNbudtad71zbq+GRrJu+uP0ZZrZYzhvXj7jmxjAjp2M1W06DjP9/v59f9xzljWD/+76LR+Lh3rZ9USklqYTWbjAK/La2U6gYdQsDIUB+mDgpk2qBAxkX69ehA3IM/HODLHVm8c8U45sYN6LF2dBYpJRkltSQaxX1nRinHimoAJSQ1LtSH8VH+yoBrpF+7hblTC6u5etkOKuq0vHfVOKYM7L0paW2NPivoWr2BmS+tI9hYyqs9lArix1h978xT6kamFlbz6/48ft1/nNTCahwETBkYyMHcija5IqDrImqqG3Qs35zOexvSqKzXMXfEAO6eE8uQAV4WP3O0oIqbP9tFenEN/z5rCDdPH9gj/m2t3sD+nHI2HS1hc2oxu7PK0BkkLo4OjI/ybxb44SHe3TbZ6pud2dz//X5umTmQ/3TRGEtPUlrTyK5MxU2zK6OM/TkVzTMwYwI9mi34cVF+xAR6tBg3OF5Rx9XLdpBRXMtrl4zm7JHBPXUafYo+K+g/7snh7q/38cFVCZxhocBCE4VV9Ux7YS0XjA3jufNHdmj/mSU1/Lr/OL/syyM5vwohYEKUP/PjQzg7bgCBni49NnGhsl7LhxvTWbYpnepGHfNGBnPXGbEczK1oMUA7e2gQ3+/Oxd1Zw+uXjrEpS6umQceO9NJmCz45vwpQJjVNGRjQLPAR/u5dMkB5IKeCC97ZwoQofz6+dkK3PUR6knqtnoO5Fc3hkomZZZQbM0T6ezg3W+8JUf7EhXpT16jn2uU72ZNdzoXjwtiSWmI38dz2Sp8UdCklZ7+2EYOU/Hnn9A5ZnA//eIBvE3PY9J9ZFkfwc8pq+W3/cX7df5wDuRUAjIv0Y/6oYM4ZGWx2ksmKPbk89tNBKut1BPu48p+5Q7vtQi+vbeT9jWl8tDmD2kY9GiHQt/rNowPd+erGyRYnyNgKhVX1bD1Wwqajiv+9qbJRmJ9b8+DqlIEB7boKOkpZTSPz39iElJJf7phmlX3aI0pRkmoSM8qaRb7Jjejs6MDoMF+Gh3jz9c4s6rQtc6vY+oxLe6VPCvra5EKuWb6T/7songvGhXXoM5klNcx6eR03TI/hwbOHNS/Pr6jntwOKT3xPVjkA8WE+zB8VwjmjggntwMy9LceKuez97Xx0zXhmDel3SufUGUqqG5jx0jqz2eVCfF3Z8sDp3d6mziClUv1oc2oxm44WszWtpDkJ2vBgb6YNVgR+QpT/Sc/01Rsk1yzfybZjJXx782TiT2GAuTdTVNWgWO8ZZezMLONQboXFJFe2OFnP3umT6XPfXn+MEB9Xzh0d0uHPRAZ4cM7IYD7flsXihHA2pRbz677j7MwsRUpFKO6fO4T5I0Oay6p1lJGhPggB+7MrekTQAzxdqDEj5gDHy83X8LRlhBAMDPJkYJAnV02OQqc3cCC3ojl65iPjOIKzxoGxkcoEp2mDgxgZ6mPRddI0X6ApzPXihDBVzM0Q5OXC3Lhg5sYpPvO6Rj3DH/vT7HwPe81aaK/0SkHfnVXGjvRSHp0//KTKS5XWNOLj5kR1g47Z/7cegNj+ntx9RizzRgUzsBPhal6uTgwM8mR/Tvkp76OzWMoA2BtysDhqHBgT4ceYCD9unz2Y2kYdOzPKmi34l/86wst/HcHL1bFF/Hu0caDP3FjHL/vymDIwUHUZnAA3Z02vvrbsiV4p6O+sO4avuxOXjD9xjdCKWi0rk/L5df9xNqcWt0j1+fPtUxkV5mu1dsWH+bL+SCFSyh6ZZXjfWUPsslbnqeDu7MiM2KDm2p4l1Q1sOaZEz2w8WszKQwUAhPi4MnVQIH8fLjCbC95eCx10N33p2rJlep2gpxZW8VdSAf86fbDF2XxV9Vr+PlzAr/uOs+FoEVq9JMzPjRtOi2H+qGAq67Vc9v52rvxwB5V1WquN2MeH+/D97hzyKuo75He3Nk3tt6fMctYiwNOFBfEhLIgPQUpJVmltc/TMX0kFFvPb55bXsS+7nFFhPn2ygEdH6cvXli3R6wT93fVpuDo5sGRKVIvltY06Vh8u5Nf9eaxNKaJRZyDYx5WrJ0cxPz6EeJMb9sfdOQhB803emYotpjRZ+/uyy3tE0EFpf1+/yYQQRAZ4EBngweUTI9EbJJOeMz+jF2Dh0s0APDJvGBeOC7OpWay2hHpt9Ty9RtBX7Mnl+T8Ok1/ZgIezhg1HipgbN4B1KYX8sv84aw4XUqfVE+TlwmUTIpg/KpixEX5mwxlf/usIrYN/6rR6Hv/5IP29XRke7H1KsyiHBXvhpBHsyynnHHUShs2gcRA8fM6wNi4DRweBr5sjxTXKg/2Z3w7zzG+HAXhq4QiumBhpdwnGVHo3vSJs0dyAlkYINA7QqJcEeDgzN24A80eFMCHa/4QTRDpSsSXU141hwd4MD/FmeLDyCvd3O2G3/Nw3N+HurOGrGyd39PRUuglLWTHLahrZmlbCexvS2Jtd3uZz988dwvljwhjgY9tx/Cq9g14fh24po6K7s4Z3rxzH5JiAk6qwYml/A7xdef6CkRw+XkXS8UoOH68kraiapnFULxdHhgZ7KQIf4s2wYG9i+3u1yENy+fvb2HKsBED1M9opqYVVPLLiINvSStusu3JSJDNig5gY44+Xq5PdVcNRsX16vaBbsqhPNQHWyUzXr2vUk1JQxeHjlSTlVZJ0vJLk45XUGKvLaBwEA4M8GBbsjTRIfjuY3yKSRp1NZ9+kFVXz5C9JrD9S1GZdVIA7WaW1mM65cdIIXrowXv29VU6ZXj+xyNoxsCczYu9mLOprmq7WYFCiKA4fVwQ+Ka+Sneml5FW0ncBTp9WroXF2TEyQJx9fOwGt3sC6lCI+2ZrBxqPFAGYzbWr1kid/OaT+3ipdQocEXQgxF3gN0AAfSCmfb7VeGNefA9QCS6SUu63cVot0RQxsZ0bsHRwEUYEeRAV6tMhAZ6knoc6ms3+cNA7MGd6fOcP7k19Rz/e7c3hpZYrZbctqzYdIqqh0lhM6loUQGmApcDYwHLhUCDG81WZnA4ONrxuBt63cznZZNCaU584fSaivGwJlwNIW3RiWegzqbLrexQAfV26bNainm6HSB+mIhT4BSJVSpgEIIb4CFgJJJtssBD6RikN+mxDCVwgRLKU8bvUWW8AeYmDV2XR9C183J7O58H3VAssqXURHQj9CgWyT9znGZSe7DUKIG4UQiUKIxKKitoNIvR176UmoWIcnzh2BU6sQWScHwRPnjuihFqn0djpioZsLrG7tCu7INkgp3wPeAyXKpQPH7nXYQ09CxTqo0+FVupuOCHoOYJrlKgzIO4VtVFT6HOoDXKU76YjLZScwWAgRLYRwBi4Bfm61zc/AVUJhElDRnf5zFRUVFZUOWOhSSp0Q4nZgJUrY4jIp5SEhxM3G9e8Av6OELKaihC1e03VNVlFRUVExR4fi0KWUv6OItumyd0z+l8Bt1m2aioqKisrJ0PEEJyoqKioqNo0q6CoqKiq9hB5LziWEKAIyT/HjgUCxFZtjL6jn3Xfoi+cMffO8T/acI6WUQeZW9JigdwYhRKKlbGO9GfW8+w598Zyhb563Nc9ZdbmoqKio9BJUQVdRUVHpJdiroL/X0w3oIdTz7jv0xXOGvnneVjtnu/Shq6ioqKi0xV4tdBUVFRWVVqiCrqKiotJLsGlBF0LMFUKkCCFShRAPmFkvhBCvG9fvF0KM7Yl2WpsOnPflxvPdL4TYIoSI74l2WpMTnbPJduOFEHohxIXd2b6uoiPnLYSYKYTYK4Q4JIRY391ttDYduL59hBC/CCH2Gc/Z7nNDCSGWCSEKhRAHLay3jpZJKW3yhZII7BgQAzgD+4DhrbY5B/gDJR/7JGB7T7e7m857CuBn/P9sez/vjpyzyXZrUPIKXdjT7e6m39oXpTpYhPF9v55udzec80PAC8b/g4BSwLmn297J854OjAUOWlhvFS2zZQu9ufSdlLIRaCp9Z0pz6Tsp5TbAVwgR3HpHdsYJz1tKuUVKWWZ8uw0l/7w905HfGuAO4HugsDsb14V05LwvA36QUmYBSCnt/dw7cs4S8DIWn/dEEXRd9zbTukgpN6CchyWsomW2LOhWK31nZ5zsOV2H8mS3Z054zkKIUOA84B16Dx35rWMBPyHEOiHELiHEVd3Wuq6hI+f8JjAMpUjOAeBOKaWhe5rXY1hFyzqUPreHsFrpOzujw+ckhJiFIujTurRFXU9HzvlV4D9SSr1iuPUKOnLejsA44HTADdgqhNgmpTzS1Y3rIjpyzmcBe4HZwEBglRBio5Sysovb1pNYRctsWdD7aum7Dp2TEGIU8AFwtpSypJva1lV05JwTgK+MYh4InCOE0EkpV3RLC7uGjl7jxVLKGqBGCLEBiAfsVdA7cs7XAM9LxbmcKoRIB4YCO7qniT2CVbTMll0ufbX03QnPWwgRAfwAXGnHlpopJzxnKWW0lDJKShkFfAfcaudiDh27xn8CThNCOAoh3IGJwOFubqc16cg5Z6H0SBBC9AeGAGnd2sruxypaZrMWuuyjpe86eN6PAQHAW0aLVSftOENdB8+519GR85ZSHhZC/AnsBwzAB1JKs6Fv9kAHf+ungeVCiAMoroj/SCntOqWuEOJLYCYQKITIAR4HnMC6WqZO/VdRUVHpJdiyy0VFRUVF5SRQBV1FRUWll6AKuoqKikovQRV0FRUVlV6CKugqKioqvQRV0FVUVFR6Caqgq6ioqPQS/h96BNMVV0eFQQAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.05649 , distance= 11.90209 acc.steps=290\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.05084 , distance= 13.54863 acc.steps=250\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.04575 , distance= 11.56395 acc.steps=201\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.04118 , distance= 10.36090 acc.steps=144\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.03706 , distance= 10.27058 acc.steps=104\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.03335 , distance= 9.84958 acc.steps=86\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.03002 , distance= 9.48961 acc.steps=77\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.02702 , distance= 9.36336 acc.steps=71\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.02432 , distance= 9.23284 acc.steps=42\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.02188 , distance= 8.97441 acc.steps=33\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01970 , distance= 8.69466 acc.steps=25\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01773 , distance= 8.47664 acc.steps=22\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01595 , distance= 8.35596 acc.steps=20\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01436 , distance= 8.28046 acc.steps=13\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01292 , distance= 8.29682 acc.steps=11\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01163 , distance= 8.31392 acc.steps=17\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.01047 , distance= 8.28466 acc.steps=8\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00942 , distance= 8.29108 acc.steps=8\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00848 , distance= 8.25458 acc.steps=11\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00763 , distance= 8.24437 acc.steps=3\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00687 , distance= 8.25298 acc.steps=2\n" ] }, { "data": { "image/png": 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puWUszyhAb8YOqWvS8dzP+11eoZfXNvLhhqNmlTkYrrsGrQ4fTefjDbmltXy6+Rhfbc2lvLaJ1Kggw0NtZCx+3qc3XnFZWjxDYoK5/bMdXP7uJhbMTuXGKck2vxeUaBvb0SMtdK1Oz4q9J1i0IZvtx8oQWAjLMRId4suUfpFM6R/JlH6RRBi7n+7e5beW7cdK+cs7mzhzQC/euzYNlQN8qh3RqNUz8JGfLf5nKb0CmNovkqn9ezGhb4TL+OZPVtbz/vpsPtt0jJpGHb4aFfUWooIiA324anwCV01IYOORklbX2T9mDKB3sC8fbTzKH/tPIIRg5pA+XDsxifHJ4TZXuJX1Tfzj6138uu8E5w2L4oVLhxPk63Xaxy0or+Px7/fy274TZtcH+WjY+sg5ykB6Gzqy0HuUQq+oa+KrrTl8vPEY+eV1JEb4c/2kJHy91Dz5w75Wo/1+Xmr+MXMAfl4a1h8pYv3hYirrtQAMiQkmKtiXdYeLadS5b5ffGk5W1XPBa+vx81bz/R1TCPE7/RvZFljqpof4aRgZH8bm7BLqm/RoVIJRCaFM6deLKf0jGREXgkbt2BRGuaW1vLM2k6+35aHV6ZkzIobbp/Vj//HKVr5jAD8vFddNSuJgYRWrDhahEiAQ6Ezu02YDJDzAmyvGxXPV+ERiQv3s2gYpJe+ty+KFXw6SGO7Pm1ePJjUquFvH0ukln/x5lJdXHEQnJTMG9eHX/Seobzp1L6mFoc0pkQE8e8kwJqRE2Kopbk+PV+jZxTV8tCGbb7bnUduoY0JKODdOSWF6au+WEfzOrG2dXrI7v4J1h4pYd6SYLdnmJ896kt+vSafnqvc3k5FXzne3T2ZQdPduYHvQdiANWj9QG7Q6th8rY/3hYtYfKWZ3fgVSQpCvhkl9I5jSvxdT+0WSGOFvN3fakZNVvLk6k2U7C1AJmDcmjlvP7EtiRECrdli67rKLa7jg9XXUNOjaHTvU34tND53tcOt1c1YJd3yRTlV9E89ePIxLRsd1af+9BRU8vGQ3u/IqOHNAL56ZO5T4cH+zv0N4gDf/XLqb3NI6Lh8bz0OzBxHi7xoGhTPpkQpdSsmfmSUs2pDNHwdO4qVSMWdEDDdMSTLrs+0qyQt+NNvlF0D28+ef9vFdgaeX7+OD9dn89/KRXDTS9XodXXF5ldU0siGzmPWHi1l3uLjFuo8L82Nq/15M7R/JpL4RZqNpusruvAoWrjrCin2F+GrUXDk+gZumJhMd0nUr2hWvs5NV9dz5eTqbs0u5cnwCj10wuNMHS22jlv/8fpgP1mcT5u/FY3OGMGd4dKcP09pGLf/9/TDvr88mzN+bJy4czPnDOt+vO7iLC9WjFXrbP+Gec/ojgUXrszlQWEVEgDdXT0jkqgkJ9A7yPX3BjVjq8keH+PLnQ2fb7DzO4vtdBdz1RTrzJyXxxIVDnC2OTZFScrSklnWHi1h3uJhNmSVUNWgRAobHhjClv8H/PjohDG+N9e6ZLdmlvLHqCGsPFRHkq2H+pCTmT0pqGXPpDq4aAaLV6Xn510O8vSaTYbEhvHnVaOLDzUfTrDp4kkeX7iGvzGBpL5id2uUH5578Ch5aspvd+RWcndqbp+YOJdaGbqbOenyuhMcqdHN/QjOpUUHcMCWZC0fE2KVbauncEQFefH3rJPr2CrT5OR3FwcIq5i7cwJCYYL64ZQJeDvY5OxqtTs+uvHLWGa33nbnl6PQSf28145PDDe6Z/pH0722IdmptRPhy/vBo0nPK2Xq0jIgAb26cmszVExIJtsHAoasrml/3FnLfN7tQCcFlaXH8tPtUOOtfz0xmS3YZyzOO07dXAM9dMpxxyd0PfdTq9Hy08Siv/HoIIeAfMwZy3aQkm0x8ctUHpzk8VqFb+hMiA73Z+s9z7B5q2LZ3MG9MLJ9uyqFJp+etq8cwuV+kXc9vDyrrm7jojQ1UN2j58c4p9A62Xa/GXaisb2JTZgnrjxhcNFnFNQD0CfYhIcyfnXnlNOla3zehfhruOWcAfxmbcNrhgm1xdVfAsZIarnh3EwVmwjDVAu46ewC3TkuxKgzTGnJLa3lk6R7WHCpiRHwoz18y7LTHd1zRtWUJj41Dt5hXpLrRIXHj5mbZzRsTz40fb+W6RVt4eu5QrhiXYHc5bIVeL7nv613kltbyxS0TeqQyBwj29WLGkChmDIkCIK+s1uB7P1LMz7uPm42B9/fWMH9ysl3kMXeduRKmg7xtiQj04e5z+tv0fPHh/nx0/Vi+31XAUz/sY87r67n5jBTuPrt/t3rjJyrr8VKrWkWsNWPv6CFb49Z9aUs/tjP/hPhwfxbfNokp/SN5aMlunlm+D505DeCCvLUmk9/2neCf5w9irJ1mBbojcWH+XD4ugYVXjsZSh9bSJKGegqX2F1W1z/tjC4QQXDQylt/vPZO5o2J5a3UmM/+zlg1Hirt0nE1ZJZz/2nokEi91eyPwjAHu1ct2a4V+/8yB+LV5IntrVNw/c6CTJDIQ5OvF+9emMX9SEu+vz+aWT7ZR3aB1qkydsfZQES//epCLRsYwf1KSs8VxWVzRiHAFnPW7hAV48/L/jeDzm8YjgKve38x9X++irKaxw/2klLyzJpOr3t9MsJ+GH++aykvzRhAb6ofAENwwsE8gX2zJ5Y2Vh3GWa7qruLUPHVr7FxEwLCaY7++cagMJbcP//jzKEz/so3/vQD6YP9amI/O2Ire0ljlvrCcq2Jclt0/C39utPXF2xdUHKZ2FK/wu9U06XvvjMO+uzSLEz4vH5gzmwhEx7dyvlfVN3P/NLlbs7Xjma6NWz4OLM/guPZ+rJyTw5IVDHZJ5sjM8dlC0LS/+coC31mSy5h9ndTshkT1Yc6iIOz7bgY+XmvevS2NkfKizRWr1INSoBSoBK+45k6RIy/5QBQOuPkjpLFzld9l/vJIFS3azK7ecMwf04owBkSxaf5SC8jp6Bfmgl5Ky2iYesiI3jZSSF345yNtrMpkxuA+vXTHK6akIeoxCL6yoZ8oLK7lmYiKPz3Gt2OnDJ6q44eOtnKxs4JXLRnDB8BinyWLOmvJWq3hx3nBFMSl4BM3pBZ79aX+7iCSAO6f3474Z1rtmP9qQzZPL9zE6IYwPrkuzyQS07tKRQndrH3pbokJ8mTMihq+35lJZ39T5Dg6kf58glt4+mWGxIdzxeTqv/+E4v5yUkhOV9aw5VMQ7azLNxs836vRKcWAFj0GtElw/OZnwAPOKd8mOrtXAnT85mYVXjmZ3fgWXvrWRvLJaW4hpczzOWXrjlGS+S8/n66253DQ1xdnitCIi0IfPbh7PQ4t388pvh8gqrmFy3whe/f1wp91Ua7uzNQ1aDp6o4mCh4XWgsJIDhVXtKgeZQ0lXquBpnDRTXQu6d62fNyyaiABvbv5kG5e8uZGPrh/H4BjXyW8EHqjQh8aGMC45nA83HGX+pCSHZ9brDB+NmlcuG0Hf3oG8tOIgS3fmt4TCWarUYq6iy4IlGZyorCcuzL9FaR8srCKn9JTlEOCtZkBUELOHRpEaFczAqCBSo4I4/7X1Zidk9fRIDQXPIybUz6bX+viUCL69bRLXLdrCX975k3euGcMkF5pA6FE+9GZW7C3kr//bzsIrR3P+8Gi7nMMWjH7qV0rNWM5tpxtbmhHbjEpAcmQAqdHBpPYJYmBUEIOig4kN9TObu9wVIhIUFByBva714xV1zF+0lazial65bCQXjnDcmJjHzhS1xDmD+pAY4c8H67NcWqGXWXCDtO0OdtQ9XH7nFPr1DuzSyHvzhewKEQkKCvbEXtd6dIgfX986kZs/2cZdX6RzsrLeJVy8HqnQ1SrB9ZOSeOKHfezIKWN0QpizRTJLryAfTpqZSde2O2ip29g7yIehsd1LBezq08kVFGyFva71ED8vPrlhHPd9vYtnftzP8Yp6/nneIKdW9HItB7MN+b+0eIJ8NXywPtvZophFp5f4ebX/+f281O1mupqbEQtQUdfIxi5OdVZQULAdvl5qXr9iFPMnJfHB+mzu/monDdr22V8dhUda6AABPhquGJfAB+uzyS+vc7kZmovWZ3OstI5rJiSw8kBRh91Bc93GG6Yk8eWWXK5dtIVnLx7GZWPjndEMBYUej0oleHzOYKJDfHnu5wMUVzVw4cho3liZ6XCXpkcOijaTX17HGS+u4sYpyTx83iC7nqsrZBVVM/u/65javxfvXTum25khK+ub+NtnO1h3uJjbp/XlHzMGOr2As4IBV5k1qeBYlqbnc+/XO5GydeF5WwYd9JiJRW2JDfVj9tAovtiS4zLJsXR6yQPfZuCjUfHsxUNPK81vsK8Xi+aP5YpxCby5OpM7v0in3kyxDwXH0hxZkV9eh+RUOOrS9K5NZlFwP+aOiiXM37tdbvW6Jp1DJu55tEIHw0Sjqnot32zLdbYoAHy08SjbjpXx+JwhNsk37qU2PBgePi+Vn/Yc54r3NlFcbZ+UpQrW8dKKg+1m4jrqhu4KS9Pzmfz8SpIX/Mjk51cqDxwbUWoh06MjJu55rA+9mVEJYYxOCOXDDUe5dqJtylV1l6PFNby04gDTU3tzyWjbdb+FENxyRl8Swv2556udzF24gQ/nj6V/nyCbnUPBeizduPnldVy3aAtxYX7EhfkTH258D/MjPMC7w96arV045iarmZvUptB1bD2ZqSt4vEIHuHFKCn/7fAe/7z/BTGMVGkej10seWJxhtKiH2aWi0qyh0XwV4seNH2/jkrc28rablsFzdyzd0L5eKkprGsnIK283B8HfW92i6OPC/Ihvfg/3JyOvnKeX76OuyVBRp63y1er01DToqGpoorpBS1W9lup6LVUNhvfqhqaW783rVh08SYO2dYWe5l6EotBPj/tnDjQ7mckRdRo8elC0Ga1Oz5kvrSY2zI+v/zrRIedsy8cbj/L493t5cd5wLkuzb0RKXlktN360jcyiav518VD+MtZ9yuB5AkvT83ng24xWJc3aDopVN2jJK6slr7SO3LJa8srqyC01vpfVUlXf+ZiPShhSSZgrkt4WISDQW0Ogr4YgXw2HTlSb3w7Xq6HpjixNz+fFFQcoKK/Hz0vFc5fYLpNpj5sp2haNWsX1k5N45sf97M6rYFhc9ybjdJecklqe//kAZwzoxf+NibP7+eLC/Pnmton87bMdPLh4N0dLarlfiYBxGHNHxbLveAXvrs1GgFkXSaCPhtSoYFKjzCd3qqhralHwt3663ew2eglXjU8gyNfLoKh9DAo70Pge7Ksh0Mewzt9L3er/t5ROIiqkZ9aRtTXNk5kMhTQKucBBM9Z7hEIHuGxsPK/+dogP1mfxn8tH2f18pj5PL40KISXPX2IfV4s5gn29+HD+WB77fi9vrc4kp6SWVy4b4fTk/D2F0QnhQDY/3jW1Wxn5Qvy8CIkNYWhsCLEWXDixoX48csHgbslnzi0AhiisYyU1HRZ+VrCe6am9+WZ7HtuPlTE+JcLu5/P4KJdmgn29uGxsPMszjlNo54K+bcPWGrV69MCW7FK7nrctGrWKf80dyj/PG8RPe45z+bub+OTPo0pkgwNoni3orTn9W8zcTOHT9cnOHRXLc5cMa6mhGRvqxx1n9aVRp2fuwg1szio5TakVAKb0j8RLLVh58KRDzmfV1SaEmCWEOCiEOCKEWGBmfYgQ4gchxC4hxF4hxPW2F/X0uX5SMnppqGRiT8yFrTXppFPC1oQQ3HxGCm9dNYY9+eU8vmyvEh/tABqNA44+NlDo5pSvLSapzB0Vy4YF08l+/nw2LJjOP2amsvT2yYQHeHP1B5v5eqtrhPq6M0G+XoxNCmfVARdR6EIINbAQmA0MBq4QQrTt5/0N2CelHAFMA14RQjivRpMFEiL8mTE4is8251DbaL+JRpbC1pxZQGLW0CjC/H2cNuGhp9EcQeJjJl9Pd2irfO0ViZIUGcCS2yczISWCBxZn8OxP+9Hp3aPivasyPbU3h05UO6TKkTVX2zjgiJQyS0rZCHwJXNRmGwkECYODOBAoBVxjamYbbpyaTEVdE4u7WIKqK1iKN3V2AQlLE44KyuuUSSY2psVCV7vfmEWIn2H85dqJiby7Nou//m+by8y0dkfOSu0N4BAr3RqFHguY9r3yjMtMeQMYBBQAu4G7pZT6NtsghLhFCLFNCLGtqKiomyKfHmmJYQyPC+HD9dno7WR5mPN5+mhUDolD7YiOHij3f7tLccXYEFtb6I5Go1bx1EVDeeqiIaw6WMQ8F66j6eqkRAaQGOHPShdR6ObCMtpqwpnATiAGGAm8IYRoN7QvpXxXSpkmpUzr1atXF0W1DUIIbpySTFZxDasP2ecHbuvzFMCQmGCnT9gw96Dx1qhQCdpVRldcMadHy6Coi5VA7CrXTkziw/ljyS+vY+7CDWw/VuZskdwOIQRnDezNxswS6hrtm2vJmqstDzCdCROHwRI35XpgiTRwBMgGUm0jou05b1g0UcG+vL/OfrnSTX2eN5+Rws7ccjKLzE/mcBTmBtdevHQ4ljoqStHo7tOo1eOlFh4R+3/GgF58d/tkQ0rq9zaxND2fR5bupu9DP5G04Ef6PvQTjyzd7WwxXZrpqb1p0OrZZOfoIWsU+lagvxAi2TjQeTnwfZttcoCzAYQQfYCBQJYtBbUlXmoV101KYmNmCfsKKu1+vpunpuCtUbFw5RG7n6sz2g6uzR4WZTG0ztk+f3emQat3e+vclH69A1l6+2RGxYdyz1c7+XRTDjrjLHOdlHy6KUdR6h0wPiUcf2+13d0unV5xUkotcAewAtgPfC2l3CuEuFUIcatxs6eBSUKI3cAfwINSSpcupXPluAT8vNQs2mD/ika9gny4anwiS3fmc7S4xu7nsxatTs9dX6TTYLQmTXFU7glPpUGrw8fDJnGFBXjzvxvHm/XBAnyxWQlztISPRs3kfpGsPHASe6ZbscqEkFL+JKUcIKXsK6X8l3HZ21LKt42fC6SUM6SUw6SUQ6WUn9pNYhsR4u/FvDFxfL+zgJNV9p1oBPDXM1PwUqt4Y5XzrXQwJgv7NoMVe0/w+JzBvDRvhM3jnHsyjVq9TWLQXQ1vjardAFozOiflhXIXpqf2Jr+8jsMn7ed67TFT/81x/eQk/rfpGGe/vIbqBq1dK8v0DvLlyvEJfPLnMe6c3s+pU6ullDy6bA9L0vP5x4wBXD85GVDSptqSBq3eJrNEXRG1EGaVt9pBaS3clWkDDYEgKw+cZICdUlt7xBXX3RjqjLwKVAKqGrQOCde79cy+qFWCN1dl2uX41iCl5PmfD/DZ5hxuPbMvfzurn9Nk8WQ81UIHuGK8+WyhlpY7GledUxEd4kdMiC///vWQ3WRzewvdXKL+BUsyOFlVz5jEcCrqGimraaK8rony2kbKahspr22ivLaJzdkl7SI87JkTuk+wL1eMjeezzTncMb0f8eH+Nj+HOUwThQX6aqiq13LtxEQenDXQYcnCehJL0/NZecCQb3zy8ys9rp7oM3OHAQafebOlPndkTMtyZ+LKhTuWpudzsqoBrVHp2EM2t1fo5vKm1DfpefanA+22VQnDLLgwf29C/b3axV43Y89wvVun9eWLLbm8uTqT5y6x/w3Q9gKvqteiFoJRcaGKMrcDzb9388QiV1IotuSZucN4Zu4wCivqOfOlVahVrtEb6aj8n7N//5dWHGxR5s3YWja3V+gdKd8Prx9LmL83Yf5ehPp5E+SrsSontD3D9aJD/LhsbBxfbc3ljun9iLVzaKC5C1wnJS//doiLHZCbvafhygrFHkSF+HLdpCTeX5fFrWemOL3soSvmUWrGnK4B28rmGo/V08CS8o0N9eOsgb0ZGR9KYkQAIf5e7SZ52CMtqTXcNs3gt37TAREvrnyBeyI98fe+9cy++Htr+Pdvh5wtikV9oFELft593G7pPjoiv7yOv322w+J6WxqQbq/QT0cp2ystaWfEhvoxb0w8X2/LteuNfrCwymJRbGXSkH2w9LuG+HnZNf7YmYQHeHPT1GR+3lPI2H/97tTBSHP6wEstCPHVcNtnOzjn1TV8sy2XJl27VFM2p0GrY+GqI5zzyhr+OHCC84ZG4dsmt4+tDUiPqClq8FtmUNekJ9aOoYe2JLe0lrNeXs2V4xN46qKhNj/+N9tyeXTZHjQqQaNOtmT/g/b1Ld0J0wFee4aZdpe2YxZgGLvRS7h0dBzPzB2Kn7dnTTgC+HLLMRYs2dNqmbOus+ZrJL+8Dh+NihcuHc6cETH8vOc4C1dlsv94JTEhvtxyRgp/GZtgl/9j1cGTPPn9Xo6W1DJrSBSPXDCIuDB/m1y/HdUU9QiFDnDvVzvZeqyUdQ9Mt9kx7c2CxRks2ZHP2gfOOq1ajqYXSXSIL3Fhfmw5WsbElAj+e8VINh4pcWklaC3mlKUrPpza3rT3nTuAo6W1vPbHYQZFB/P21aM9rsTb5Of/IL+8/QS92FA/Nixwzj356NI9LN6RR8bjM9AY0zBIKVl9qIg3Vx1h69EyIgK8uWFKMldPSCTEz+u0z5lTUstTy/fx+/4TpPQK4Ik5QzhjgG0TEfYIhf7gtxmsOVTEpofPttkx7U1OSS1nvbKaayYk8sSFQ7p1DHNKDmDm4N68eXWaRZeLO2JpENvfW801ExIJC/Am3N/b8B7gZRwQ9ybEr/34iTNYdeAk93y1E72UvHrZSM4Z3MfZItmEyvomhj/xq9l1Ash+/nzHCmRkeUYBd3yeztK/TWZkfGi79VuyS3lz9RFWHywiyEfD1RMTuWFyMr2CfLp8rvomHW+tzuStNZloVIK7zu7PDZOT7TK5rCOF7vZRLs14aYRD/GK2JCHCn0tGxfLFlhxun9aX3sFdt9LNRVUA7Cmw7D93VyyNN9Q26vhw49FWbiVTVAJCjdFO4QEGJR8e4G32AdC8PMhHY/OwzrNSe7P8zinc/tkObvpkG7dP68u95w5osR7dkQOFldz2qWMG/LrKuORwADZnlZhV6OOSwxmXPI49+RW8tSaTt9dksmh9NpePjefmM1KIC+t8noiUkl/3neDp5fvIK6vjwhExPHzeoNPqcZ8OnqPQ1Soa3UyhA9wxvR9L0vN5Z20Wj3ajgrslJZdfXsfV728mpVcAfXsFktIrgJRegUQH+7qEtdodYkL9zFrosaF+rH/wLGobdZTVGiaSldY2UlbTSGmNYTKZ6fuxklrSc8spq2lsFxfcjEYlCPVvr+jNPgCM7/7e6k4fAvHh/nxz60Se/GEfb67OZGduObOHRfH26iy3c4k19w4DfTXcdXY/3lub3c4d5swEb72DfEnpFcDm7FL+emZfi9sNjQ1h4ZWjySqq5u01mXy+JYfPNudw0chYbpuWQr/e5kMxs4qqefKHfaw5VMTAPkF8cfMEJvaNsFdzrMJjFLq3WuV2FjpAYkQAF42M4bPNx7j1zL5d7u5ZUnJ+Xmqq6pv4bkc+VSblw/y81CRHBrRS9H17BZIcGUCAT+eXgzMHJe+fOdCsD/3+mYYZrwE+GgJ8NMSFWXc8KSVVDVrKO3kAlNU0cfhkNWXGZZYi37zVKsIsPQD8vYwPAsMD4M7p/RgcE8wTy/awMfNUjmx3mIjUqNXzrx/38fGfxxiXFM4bV46id7AvKZGBLjdWMz45guW7CtDpZac91pRegbw4bwT3nDOA99Zl8cWWHJak5zFzcBSDY4L4amseBeV1RIX4MjgmmLWHivDVqHnsgsFcMzERLxfoaXmMD/3lFQd5a00mmc+eZ7NjOors4hrOfmU1N01N4eHzBnVp384GCqWUFFU3kHmyhqziarKKasgsMrznldW2Uk7RIb6nFH2kwaLv2/uUVe8Kg5LOjmjS6yWV9U2U1TYZlX3jqYdBy0OhydhTMCyrqGuiq7eZMwcTO6Kwop7bP9vOjpxybpqSzIOzU11CkVli2c587v5yJ8vvnMLQ2JAu7VtS3cBHG4/y7tpMGrTt/8CxiWG8efWYbvncT4ee4UNXq9DppVVPYlcjOTKAi0bG8r8/j3HLGSlEBlp/gTQrM0uWkRCC3kG+9A7ybdcdrG/ScayklqyiarKKa8g8WU1mcQ3fpedTVX/Kqvf1UpEcGcjR4mrqmlr3guqadDz3836m9I8kwFuDr5fK7ikFnOkyUhldMaH+3iRHWhepotXpqagzPAROWf0GZf/iL+bL/LniRKSNmcXc9UU6dY06Fl45mvOHRztbpE4Zn2y45jdllXRZoUcE+nDfjIF8uz2P4xXtI3gKKuodrsw7wyMU+tL0fD5YbyiQNPWFlTwwK9XpXb2u8rez+rF0Zz7vrcviodlds9LnjortVnt9vdQMjApiYFRrH2GzVZ9VVGNi0Vez/7j56k4nKhtIe+Z3AIQwWO3+3mr8vNUEeGvw8zZ+99Lg760mwOfUZ8M2avxNtzPu1/zZ3/j5593Hefi7PS6ZeKkjNGoVEYE+RJh5UH+2Kcfh6Se6ipSSd9Zm8eIvB0jpFciXt4y26Fd2NaJCfEmM8Gdzdik3TU3p1jEKzShzcM2Hrtsr9LZugIKKere4ydvSr3cgc4bH8L8/j/HXM/oSHuDtNFlMrfoJKaesekthg6H+Xtx77gBqG3XUNmgN70066hp11DRoqWvSUduoo7SmjrpGLTWNhnW1jVqL/mhrcfc8KR2NC7gCVfVN3P9NBr/sLeT8YdG8MG84gVaMtbgS45LC+W3/CfR62a3enaVxKld66DbjXv+MGSwlQ7rnq528tOKgSwzMWMud0/vxQ0YB76/L4oFZrldj25LyeWLOkG79xlJKGrR6g+Jv1BqVvOFV16SlpuGU4q9t0rmVe8JaOnOZOZNDJ6q49X/bOVZayyPnD+LGKclumaFzfEoE32zP49DJKlKjgru8v6s/dE1xe4Xe0c3sLl3yZvr3CeK8YdF8vPEot5yRQqi/86x0c9ha+Qgh8PVS4+ulJsyKHok7uCe6Q3ddZvZk2c58Fiw2hCR+cfOElphud2R8Szx6abcUuis/dNvi9grdUneoGXfrkt81vT8/Zhzng/XZ3DfD9SwAZyofd7KU3JVGrZ5nf9rPRxuPMjYpjIVXju7WhDdXIj7cn9hQPzZnl3DdpKRuHcMVH7rmcN14Iysxl12tLe7UJR8YFcTsoVF8tOEoFbVNzhbHpXBWdsyeQmFFPVe8t4mPNh7lxinJfH7zBLdX5s2MTw5nS3apx2a8bMbtLXTT7pAlS93duuR3nd2fn/cUsmhDNn8/d4CzxXEp3MVScjf+zCzhzi92UNuo440rR3HB8Bhni2RTxqeEsyQ9n8yiareJ0OkObm+hg+Em/+HOKQT5qGk7ZOOOXfJB0cHMHNKHRRuyqahTrHQF+yGl5N21mVz9wWZC/LxY9rfJHqfMwTQevdTJktgXj1DoUkoeWpJBvVbPfTMHeESX/M7p/amq1zLlBderXq7gGVTVN3H7Zzt49qcDzBzSh2V3THF6CTl7kRjhT59gHzZne7ZCd3uXC8A32/JYsfcED5+Xyi1n9OWOs/o7W6TT5sjJalSClhmb7haxo+DaHDpRxa2fbudYiXuHJFqLEIJxyRFsyS5BSumxbXV7C/1ocQ1P/LCXiSkR3DSlezPBXJGXVhxsN+mmOWJHQeF0+GFXAXMXbqCyTsvnN43npqkpHqvgTBmfHM6JygaOldQ6WxS74dYWulan556vdqJRCV65bITbpoU1R08sNqxgX5p0hpDEDzccJS0xjIVXjaaPh0SxWENNg2E8atrLq80mdnP18obW4NYK/fWVR9iZW87rV4xyu0iWznCn6cYKroupkmquGXD95CQePm+QS2dJtDVL0/P5z++HW763dWG2TSHiri5Ot1PopheoBNISQ5kzwvNG5ZVJNAqnS1sl1ajT46UWjIgL7VHKHJpThLTPFPrYsj3kl9fxzppMsylE3GlSIriZD735As03KnOAPQWVHhn90TyJpnnSlDtH7Cg4B3N5jpp0skeOw1hyVVbWa3lpxUEqTdJFW7Ofq+JWCt3cBVrfpPfYC3TuqFguHh1LZKA3GxZMV5S5QpdQxmFOYclVGRPqy4GnZxFjoQaoNTmGXAmrFLoQYpYQ4qAQ4ogQYoGFbaYJIXYKIfYKIdbYVkwDPfECDfLRUN1g3npQUOgIy0qs543DmEsR4uel5oGZqfh6qXlgVmq79QIorWnk71/tpLy20YHSdp9OFboQQg0sBGYDg4ErhBCD22wTCrwJXCilHAL8n+1FtXwh9gl2raohtiTAR0N9kx6tG9ZLVXAu988ciI+m9S3eU8dhOssDZG79S/OGc9fZ/flhVwHnvrqW3/adcGobrMGaQdFxwBEpZRaAEOJL4CJgn8k2VwJLpJQ5AFLKk7YWFMwPFDZTUddEiJ+XPU7rVJqLCdQ06AjxdysPmYKTmTsqlpKaBp5evh/AKTVYXYnO8gBZWj9jcB/+8c0ubv5kGxePiuXxOYNdLrV1M9ZoiFgg1+R7nnGZKQOAMCHEaiHEdiHEteYOJIS4RQixTQixraioqMvCmnuK3j6tLyU1jdzyyTYatO0VvbvTrNCrGpScLgpdZ+aQKABevHS4Mg7TTYbGhvD9HVO428Raf3r5PiY/73ppOayx0M3N1mmbg1IDjAHOBvyAP4UQm6SUh1rtJOW7wLsAaWlp3cpjae4pOjAqiLu/3Ml9X+/itctHedQEo33HKwCY+sIqt53s4Aw8YZKILVAZZ4DKdresQlfw1qj4+7kDmDGkDzd/vI0P1me3rHOlmHVrFHoeEG/yPQ4oMLNNsZSyBqgRQqwFRgCHcAAXjYylsKKe534+QFSwL49cMLjzndyApen5fL7Z0DmSuNaF48p4yiQRW9A8o9/D04CfFl15+A+JCTG73FVi1q1R6FuB/kKIZCAfuByDz9yUZcAbQggN4A2MB161paCdccsZKRyvqOf99dlEhfh2u8K3K/HSioM06tpPhnCFC8eVsVRn9unl+4gN88PPS42ft9rwbvzso1G5VD4TW/UwhLGDfbrFuD2V7jz8j1fUm13uCtF2nSp0KaVWCHEHsAJQA4uklHuFELca178tpdwvhPgFyAD0wPtSyj32FLwtQggevWAwJyrreebH/USF+Lp9XueeGKZ5umQVVVssdFJS08j/vf2n2XVCgK9Gjb+3ocapqcL39Vbjb1zm2/IQUOHvrWn13c9YH9XfW9OyzNfkoeGrUVvlDrRlD6P5dIrLxTyWHv4dGU2unJbDqqn/UsqfgJ/aLHu7zfeXgJdsJ1rXUasEr/5lJMXVm7n3q11EBvowISXCmSKdFq584TgLc5brrKFR/LKnkC+25HSY7zoy0JtX/zKSukYddU26U+9NOuqNn2uN7/Um6yvqmiisqDPuo6e+SUdto7ZbVq+vl6r1g8L44DBV/L/tO2G7aeiKy6VDumM0mYu28/VSuUQ4qNvlcukMXy81712bxry3/+TmT7bx7a2TGBjlnkn7zV04aiH4x4yeWZbOnOV63ze7eGhJBnVNehLC/bl/5kCCfNQ89/PBdnlwHjl/MFP797KJLFJKmnSy1UOhzuRh0PJgMLPe3IOkql5LUVVDy0PFHN3pmTW7XDy9lmZXqW7QsshkYLMtEnhoSQa3ndmPhAj/VutMy14255S6YHiMS7hBPU6hA4T6e/PxDeO4eOEG5n+4hSW3TyI6xP2s2rYXTqCvhqp6bY+dOWque6zTS1Cr+Pym8UxIiWhxaQT7eds1ykUIgbdG4K1REYJt5z9Mfn6l2Z5ZoI+G+iYdvp0URTelZVDUVsK5OfVNOj7ddIw3V2dSWtPIsNhgDp2opkF7aqzKR6MiLTGMxdvz+XpbHheNiOH2s/rRr3dgyzbN0XZSSmb/dx2HT1Q5oznt8EiFDoYY9Y+uH8dl7/zJ/EVb+frWiW458cg0TFOvl9z0yTaeWr6PIbEhjE4Ic7J0jsWShVrfpGNSv8hWy9y5mLSlnllVg5aZ/1nLkxcOYdrA3lYdqyVssYdrdK1Oz7fb8/jvH4c5XlHPlH6R/GPmQEbGh1ocgD5RWc+7a7P4bPMxvtuZz3nDornjrH4Mig5uOa4QgsvS4nlq+T4OFFaSGhXcgRT2RzirK5aWlia3bdtm9/NsOFLM/A+3MCYxjI9vGIePxnrrxhWpqG3igjfW0aSVLL9rCpGBnpn2wPQmiw7xZXhcKL/sLTS7bWyoHxsWTHewhPbFnJLpHeTDI8v2kFVUw3nDonjsgiFEWUgq1UxZTSOjnv6Nx+cM5vrJyQ6S3nm0/d3+ce4A1BoVr/52iOziGkYlhHL/jIHtDICOKKlu4IP12Xzy5zGqG7ScM6gPd0zvx8j4UMCQ72X8s79z7cQkHnVAyLQQYruUMs3sOk9X6GD4k+/5aicj40M4WdXA8fJ6t55ssie/gkvf2siYxDA+uWEcGg/Lbd3WV95MYrgfJyobqDfpHvt5qXtUWuEGrY731mbx+sojaFSCv587gPmTkixeA+W1jYx86jceu2AwN0zxbIVu7roRGNxNqVFB/GPGQM4e1Lvb4akVtU18tPEoizZkU1HXxNT+kdw5vT/jksO58I117MmvRErsrls6UuiepQksMHdULHOGR7Mzt4KC8vpWk3RcZcpuVxgaG8LTc4eyMbOEV35zyNwth1DXqCO7uIZnftxnNl+PVg/PXzrcYoKlnoCPRs0d0/vz29/PZFxyOM/8uJ8LXl/P9mPmo3tEy0xRz8fcGIsEwvy9+OmuqZwzuM9pzTUI8ffi7nP6s2HBdBbMTmX/8Uoue+dPpr+8mr0FVeglTtctHutDb8uOnLJ2y9x5ks5lafGk55Tx1upMRsWHMsOYs8PRWDsBpqq+iROV9RyvMLwKW97rDO+V9ZTXdpyvpqC8zq1947YkIcKfRfPHsmLvCZ78YS+XvvUnl4+N58FZqa1yeJ+aKer5Kt3SGEt5bZNN04EE+mi49cy+XDcxiS+35vD08n0WC7o7+lrtMQq9oNx1Z3d1l8fnDGFvQSX3fb2L7+8MIjkywKHnNxdGeP+3u/h5dwHBft4UVp5S3uYicyIDfYgO8SU+3J9xyeFEhfgSHeLLv37cT3F1+/zTPTn+3hxCCGYNjWJq/0j++8dhPlifzYq9hTw0exDzxsShUomWREw9QJ87fN6Gn7ea6ycn89QP+8yud4Zu6TEK3RMn6fh6qXnzqtFc8Pp6bvt0O0tun4S/t/3/0poGLduPlfHI0j1mS5yt2HeSqGBfokJ86d87kKn9I4kO8SUqxM/wHuxL72AfiwPUAqHUU+0CAT4aHj5vEJeMjuWR7/bwwOIMvt6WyzMXD2VXTjkA//ppPx9tPOq240bW4Kw6vK6kW3rEoCiYHzDxVqt4cd5wt7/A1x4q4roPtzB3ZCz/vmyEzXOSNCvwTVklbMoqISOvAm0H0yQFkP38+ad1TiVbYvfQ6yXfbs/juZ/3t7gadCb/lacPIi9Nz+fFFQcoKK/H31vNsxfbv63mdIs9f+ceH+XSjKmSUKsEwX4aNjx4Nn7e7h3KCPDaH4f592+HePqiIVwzMem0jmVJgWtUghHxoUxICWdCSgQPfJthNlGRJ4YRuhtlNY1MfmGl2VmnPeH/ueaDzRRXN/Lz3VMdcj5HGiAdKfQe43KB1pNNNmYWc+V7m3l95WEemJXqZMlOnzvO6sfO3PJuTTrqTIH/9cwUJqREMCYxrJVL58FZqYprxEUJC/CmzoYpBNyNUQlhvLHyMDUNWgJ87K/mXGWwvkcpdFMm9Y3kktGxvLs2i7mjYhnQxz3zvTSjUglevWwkF7yxjus/3IKft4YTFebj7burwNvSNjWB4hpxLVzJt+toRiWEopeQkVfBxL7um6Cvq/RYhQ7wz/MGsfLASf753W6+umWi21c6CvH34rK0eF759RAVdYaokvzyOhYsyeBAYSUqIU5LgZvDVSwThfY4a5DQFRgZFwpAem6ZotB7ChGBPjw0O5UHF+9m9NO/UVHX5PZW5pdbctstq2/S8/aaLDQqwfC4EG4545QCd0R3VME59OQeVFiANymRAaQbo3x6Cj3+bvZWqVAJKK8zTGpx93JlHflHdz0+Q1HgPYye3IMamRDK2kPFSCldqhqVPekRU/874uXfDlmc5eWOWPKPxob6KcpcoUcxKiGM4uoG8so8fxC4mR6v0D2tzNv9Mwfi1yZfdk/xmyoomDLKmA0xPbfcqXI4kh6v0C1ZtMF+GrfMfzF3VCzPXTKsRyewUlAAQ4ZFXy8V6WbyOHkqPb4Pbi4SQCWgok7LrZ9u58V5I9yuMEZP9psqKDSjUasYHhfaowZGe7yFbs6ifeX/RvDI+YP4Y/9JLnh9HbvzKpwtpoKCQjcYlRDKvoJKGrTmJ1l5Gj3eQgfLFu3oxDDu+GwHl761kUcuGMQ1ExJ7zGi5goInMCo+jHd0WewtqOwRJRsVhd4BoxPC+PGuqdz3zS4eW7aXJTvyOFHZQKGFGZgKCgquxaiEUADSc8p7hELv8S6XzggL8Ob9a9NaKh4dr3D/ikcKCj2FPsG+xIb6mS1w44koCt0KVCrBDjMDK+4cr66g0FMYlRDKzh4yMKoodCvxtHh1BYWewqiEMPLL6zhRab5qmSehKHQrsRSv3hMy1ykouDOmfnRPR1HoVnJWaq92y5QZmAoKrs+QmGC81SrScz3fj65EuVjB0vR8Fm9vP/g5OiFEiXJRcHs8vdyfj0bN4JhgxUJXMPDSioPtiiEDbMwsVaJcFNya5nqY+eV1Hh29NSohlIy8crQ6vbNFsSuKQrcCSwOfEpQoFwW35sUVB9oZK54YvTUqIYz6Jj0HCqucLYpdscrlIoSYBfwXUAPvSymft7DdWGAT8Bcp5bc2k9LJWCrlBUqUi4L70KTTc/hENXsKKthXUMme/AoKys1HfnjadW2aeXFobIhzhbEjnSp0IYQaWAicC+QBW4UQ30sp95nZ7gVghT0EdSa3T+vLP5fuMbtOiXJRcEXqm3TsP17JnoJK9hVUsCe/koOFVTQaXQ7+3moGRwcT4KOmpqG9O7FXkI+jRbYrcWF+RAb6kJ5TxjUTEp0tjt2wxkIfBxyRUmYBCCG+BC4C9rXZ7k5gMTDWphI6mb0FFby1JhOBwcViihLlouAKVNY3tVjc+woq2VNQwZGT1S2FW0L9vRgSE8z1k5MYEhvCkJhgkiICUKtEiw+9rdulrLaR79LzuHhUnBNaZHuEED1igpE1Cj0WMC1UmQeMN91ACBELXAxMpwOFLoS4BbgFICEhoauyOpxlO/N5cHEGoX7efPe3yRwtrvHoaAAF16e4uoE9+RXsLahkb4Hh/VhJbcv6PsE+DI0JYdaQqBblHRvqZzGpnLm6ozefkcxPuwv5+1e72JxVyhMXDsG3TdEUe2HPiJtRCaH8tu8EZTWNhAV42+SYroY1Ct3cldDWWP0P8KCUUtdRNkIp5bvAuwBpaWkuWz1Cq9Pz3M8H+GB9NuOSwll41Wh6BfkwMj5UUeAKNqEzxSWlpKCi/pTyNr4Xmsx2TAj3Z2hsMJelxTMkJpghMSHdcpWYyzZ69fhEXv39EAtXZbIzt5yFV42mb6/A7jfYCtr2Fmxd33dUvCE51868cs4a2Pu0j+eKWKPQ84B4k+9xQEGbbdKAL43KPBI4TwihlVIutYWQjqSkuoG/fb6DTVmlzJ+UxD/PH4SXWgkGUrAd5hTXg4sz2J5Thr+Xmr1Gt0l5raFwuUpA316BTOwb0aK4B8cE27Xwikat4v6ZqYxNCufvX+3kwtfX8+wlw7hopP0Mmn/9tN9ixI0tFPrwuBBUwjBjtCcr9K1AfyFEMpAPXA5cabqBlDK5+bMQ4iNgubsoc1NLKTLIhyatjtomPS//3wjmjfEM/6GCa2FuXkODVs///jyGt1rFgKjAVi6TQVHB+Hk7xuXRlmkDe/PT3VO58/N07v5yJ5uzS3nsgsE2c8FIKVl9qIj31mZRVNVgdhtbRdwE+GgYGBXs0SXpOlXoUkqtEOIODNEramCRlHKvEOJW4/q37Syj3WhrKRVVNSCAe88doChzBbvRkYLa9fgMpylvS0SH+PHFLRN45ddDvL0mk/Scct68ajTJkQHdPmaDVseynQW8vy6LQyeqiQr2JdhXQ2W9tt22towkG5UQyg+7CtDrJSqV5xWrscqXIKX8SUo5QErZV0r5L+Oyt80pcynlfHeJQTdnKUngy6255ndQULABHSmoqS+u4l8/7uOgi02A8VKrWDA7lUXz0zheUcec19ezPKOt57VzymsbWbjqCFNeWMUD32agVql49S8jWPvAWTx10VB8Na1Vkq0jyUbFh1JVryWruNpmx3QlenQuFyUlroIzMFeY3NdLxVXjE8krq+XDDUd5b102w+NCmDcmjgtHxBDq7xpRGdNT+/DjXVO58/Md3PF5OpuzSvnn+YM6dcHklNSyaEM2X23Npa5JxxkDevHqZSlM7hfREoEzd1QsxyvqeOEXwyzVWDtEkpXWNAJwzr/X2uX4zqZHKvS6Rh0v/3qwXahOM8pkIQV7Yi5U0FSxlFQ3sGxnAd9uz+OxZXt5Zvl+zhncm/8bE8/U/pFonDxIHxvqx1d/nchLKw7y7tos0nPLWHjlaNJzytu1KTHCn/fWZfHLnkLUKsFFI2O5aWoyqVHBZo89JjEcgP/dOI6p/dtnOD0dlqbn85/fD7V8t3UUjSsgpHRO9GBaWprctm2bw8+77Wgp93+bQXZxDZP6hrMjp5z6plMJe/y81Dx3yTCn/sGenv1OwXr2FlSweHs+S3fmU1rTSK8gHy4ZFcu8MXH07xPkbPH4fd8J7vtmF/WNWiTQqDulT1QC9BKCfDVcPSGR+ZOS6BPs2+nxbvpkG9/fMZnhcaE2lXXy8yvNpvAI9NHw2AWDSe4VQHJkABEB3q3i9l3tfhRCbJdSppld11MUel2jjld+PcgHG7KJCfHjxXnDmdwv0uX+LHMz91zhIaPgXBq1elYdPMm32/NYdeAkWr1kRFwI89LiuXB4DCH+9gth7Iy8slrOenk1Tbr2uiTET8OGBWcT6GOdM2Dx9jzu+2YXq/8xjaTTGHQ1R/KCHy32yk0J8tWQEhlASq9A6pt0/L7/RKu2Oft+7Eih9wiXi6lVftX4BB46b1DLBWZuUoUzMTdQa8tYXAX3xFujYuaQKGYOiaLY6JL5Zlsujy7dw9M/7OPcIX2YNyaOqf0c75KJC/NHa0aZA1TWaa1W5mBIYwDYJcbeUpK9mFBfvrh5AlnFNWQX1ZBdbHhtziqhoKJ98jJXvh89WqHXN+l4ecUpq/yzm8YzuV+ks8XqECWro0JnRAb6cOOUZG6ckszeggq+2ZbHsp35/JhxnD7BPlw8Ko55Y2Lp19txLhnLyrJr41GVdYawxSBf26smc4PRfl5qHpiZSmJEAIkRAZzVJqDGklXvqvejxyr07cdKuf+bDLLMWOWuSE2Dlmd+bJvv7BTKQK2COYbEhDDkwhAePm8QKw8YXDLvrcvi7TWZjIwPZd6YOOaMiLHrrFKwrCy7GnJYUddEgLfaLr2MzgajzREV4stxM1a6q96Prqvhuok7WuXbj5Vx79c7ySmt5ezU3mzILG43UKtkdVToCG+NillDo5g1NIqiqgaW7cznm215PLJ0D08t38fMIVHMGxPHlH6RqO0woaY7ytIclfVNdn34dNXFOiIupJ1Cd+X70aMUurtZ5U06Pa/9cZiFq44QHeLHV7dMZFxyeMtAbXMX9pYzUlzSX6fgmvQK8uGmqSlGl0wl32zLZdmuAn7YVUBUsC+XjI7l0jFx9O0VaNOgAFuMR1XUNRFs596EtRRXN7DucDHDY4MpqWlymcCJjnBdbdcF3NEqP3Kymr9/tZPd+RVcOjqOJy4cTJCv4UJuvjFqG7VMfn4lGXnlzhVWwS0RQjA0NoShsSE8fP4gVu43uGTeWZvFm6szSQz3o6CiviWCwxXisitdSKG/sfII9Vo9r14+yu6ZJm2F2yt0U6v8yvEJPOziVrmUkk/+PMazP+3H31vNW1eNZvawaLPb+ntruGlqCi+tOMie/AqPLp2lYF98NGpmD4tm9rBoTlbWs3RnPi/+chCtvvWQn7MjOCrqmogL83fKuU3JLa3ls83HuCwtzm2UObiZQjftHkaH+DIwKpDVh4qJCfHj0xvHM6W/a1vlJyrruf/bDNYeKmLawF68eOlwency0eKaiYm8syaTN1Ye4e1rxjhIUgVPpnewL7ec0Zfnfjpgdr0zIziq6rUE+zlfLf37t0OohODuswc4W5Qu4fxfzkraTrgpqKinoKKeiX3Dee/asS5tlQP8tPs4D3+3m/omHU/PHcrV4xMsVpExJdjXi/mTk3ntj8McLKxiYJTzZwcqeAa2CjW0JZV19h0U7QhTg1ECZ6f2JiqkY4PL1XCbyg3mJtwA5JTUubQyr6xv4t6vd3L7ZztIDPfnx7umcs2ERKuUeTM3TE4iwFvNwlVH7CipQk/jsrHtU0Q7M4JDp5dUNWgJ9nW8Qm82GPONyhxgQ2YxS9PzHS7L6eA2Ct0dMyNuyiph9n/WsWxnAXed3Z9vb5vULX9cqL8310xMYnlGAVlFnpn2U8Gx1DUa8pGH+mmIDvFFYEi65cwp7VV2nCXaGeYMxvomPS+tOOhwWU4H1zVt2+CK3UNT2vr3U6OCWHWoiMRwf765dSKjE8JO6/g3TU3mo43ZvLk6k5f/b4SNpFboqbzwywGyimpcKiKsos6g0J0R5eKOBqM53MZCv3/mQPza5Fz29VK5RIB/2+5aQUU9Kw8WMSElnJ/unnrayhwM072vHJfId+n55JbWdr6DgoIFNhwp5qONR5k/KclllDmcmvbvDAvdkmHoKgajtbiNQp87KpbnLhlGbKgfzd7ni10ksdZLKw5Y9O/7e9uuE3TLGSmoheCtNZk2O6ZCz6Kyvon7v9lFSmQAD85KdbY4rWhOzBVshzwunWHOYHTlGaGWcBuXC5yacCOlZNLzKympbnSKHPVNOvbkV7D9WBk7csrIL2+f6wFs312LCvHlsrFxfLE5h5X7T3CissHlZ64pOB9Td6Cvl5r6Jh3f/W2yy9UudabLpfn++cc3u9DqpdtWM3Irhd6MEIIZg/vw1bZc6hp1dr8wj1fUGZT3sXJ25JSxt6CiZXZdYoQ/fl5qsxa6PbprKZEB6CQUVhoqpLvC7D4F16VtuG9dkw6NSnC0uIaR8aHOFa4NlXXOGxQFw/3zwi8HmNIvkpfcdJzKLRU6wIwhUXz85zHWHS5ixpAomx23Uatnb0EFO3IMynvHsbKW5Dw+GhUj4kK5YUoyYxLCGJUQRq8gH4tFKezRXftg/dF2y5w9u0/BdTEXvaHVS5e8XpxpoTdT3aAlwIXDoDvDbSUflxxOsK+GX/edOC2FfrKqnh3HyknPKWP7sTJ251fQoDVkOowN9SMtKZzRCaGMTghjUHQw3pr2ww62yjTXGfVNOiVfukKXcKfojcr6JtQqQYCTXEFSSmoaulaQw9VwW8m91CrOHtSHP/afQKvTt+RP7ih7nFan50BhFTuMyntHThm5pYYL21utYmhsMNdMSGR0YhijE8K6NEvM3pWP1h8u5tFleyyud7fReAXHEBnkQ1FVQ7vlrni9VNQ1Eeyr6dKkO1tS36RHL1EsdGcxY3AfvkvPZ9uxMiakRLRzfeSX1/HAtxkszyigukHLrtyKlnW9g3wYkxjGtROSGJ0YxtDYYHw0rjVIBIYexL9+3M+ynQUkRfhz65kpfLzxmEPcOwruzfrDxVTUNiKgVdUdV71eKuu0Tne3AAT6uJ4esBa3VuhnDOiFWsCNH2+ltkGHSgh0bYpeN+r0/L7/JMPjQvjL2Hij9R1qCH90kiVgDTq95PMtObz4ywEamvTcfXZ/bpvWF18vNalRwS5V2NreuFohb3fg+10F3Pf1Tvr2CuSKcfG8uzbb5X8/exe36Iwao0JXLHQn8du+E0igpsFgrbZV5s0I4Ps7pjhOsNNkT34F/1y6h1255UzuF8HTFw0lxSRlgKsVtrYn5npdSlRPxyxan81Ty/cxLjmc965NI8TPi+smJTtbrA5Zmp7PhiPFNOkkk59f6ZSHTrWi0J3LSysOojevw1vhiv5Cc1Q3aPn3r4f4aGM24QHe/PfykVw4IsalexL2xlyURl2Tjse/30OInxeJEf7EhfmbHazuaUgpeXHFQd5ancnMIX347+Wj8PVyffdB80Pb2YU2alpcLu6rFt1XcqwbqXdVf6EpUkp+2VPIkz/s40RVPVeNT+D+GamE+LtG5RZnYuk/rqjTcv1HWwFQCYgO8SMxwt/4CiAx3J8E42d3vkGtpUmnZ8Hi3SzekceV4xN4+qKhdqkdag8sPbQdHVpZ06hY6E7FUsIutRDopXRpf2EzuaW1PLZsD6sOFjE4Opi3rh7NKBvkfvEULP3HUcG+vHHlKI6V1HKspIZjpbUcK6llxd4TlNa0nkEcEeDdougTwk2UfoQ/EQHebt8Dqm3U8rfPdrDqYBF/P2cAd53dz63a5CqhldVG160yKOok7p850OyEHmemALWWRq2e99Zl8dofh9GoBI9eMJjrJia2hF8qGLh/5kDu/3ZXS3ccDP/xgtmppCWFk5YU3m6fyvomckoMCv5YaU3L581ZJSzdmY/pUEuAt5oEo0WfGOlPYrhB0SeE+xMT6ueSVq7pIHFUiC9eakFeWR3/ungoV41PdLZ4XcbSQ1sI+HprLvPGxKFywP+gDIo6GUdN6LE1m7NK+OfSPRw5Wc3soVE8Nmcw0SHu4ed3NHNHxbJ4Rx7rDxcDWPUfB/t6tRRHbkt9k468sjpySmuM1r3Bwj90soqVB07SqNO3bOulFsSHGV034f4kRASQZHTrxIX5O8U/3XaQuHkW8/WTk9xSmYN5w8xHoyIm1JcHFmfw5dYcnp47lCEx9q2p22MUuhBiFvBfQA28L6V8vs36q4AHjV+rgduklLtsKagl3Cnio6S6ged+PsC32/OIC/Nj0fw0pqf2cbZYLk9FXRPjksP56q8TT/tYvl5q+vUOpF/v9oVGdHpJYWU9x4pPuXBySms4WlzLtqNlLVEQYLAeo4J9SQj3JykiwOivN1j4CRH+7cLvbBV6aaly1697T/D4nCFdPp4rYMkwu2hkDIt35PPcT/uZ8/p6rp2YxL0zBtitolFLlIsNM6Q6mk4lF0KogYXAuUAesFUI8b2Ucp/JZtnAmVLKMiHEbOBdYLw9BHYnTG/iED8vGrQ6mnSS26f15c7p/V0u250rUteoY19BJbeckWL3c6lVgthQP2JD/ZjUZp2UktKaRo6V1pJTUsvREqMrp7SWPw6cpLi69WzMMH+vFldOfZOWVQeLbBLF4Sr+ZltjyTCbNyaOcwf14aVfD/Dxn0f5cfdx/nneIC4aafvor+p6LX5eapd0s1mLNY+iccARKWUWgBDiS+AioEWhSyk3mmy/CWhfrLCH0bZrXF7XhEoYupe3TevnZOnch4y8crR6aZMiIaeDEIKIQB8iAn3MylLToG2x6I8ZFX1OSS3puafSS5jS3SgOS/7mYD8v9HrpEF+zownx9+KZucO4LC2eR5fu4Z6vdhrcMBcNpX8f2xVNr2l078RcYF2Bi1gg1+R7nnGZJW4Efja3QghxixBimxBiW1FRkfVSuiEv/tK+6IVewqebcpwkkXuyI6ccgFEJoU6VozMCfDQMjglm1tBo/npmX569eBif3jSedQ9Mx5KK7Y5Vba4Qg0oY3FLXLtri9pZ6RwyPC2XJ7ZP518VD2X+8itn/XcdzP+9v8X2fLtUNOreOcAHrFLq569HsdB4hxFkYFPqD5tZLKd+VUqZJKdN69eplvZRuxqoDJymocEzRC09nR04ZSRH+RAT6OFuUbmPL8mZtK3fFhvrxyv+N4NmLh7Ejp4yZ/1nL4u15SAuzpt0dtUpw1fhEVt53JpeMjuWdNVmc8+81/Lz7+Gm3ucbNU+eCdS6XPCDe5HscUNB2IyHEcOB9YLaUssQ24rkXJyrrefKHvfy0uxCNSqA1M43VXWatugJSStJzyjhjgHs//C2F13Z3wpslf/OUfpHc981O7vtmFyv2FvLsJcOIdOMHYUdEBPrw4rwR/GVsPP/8bg+3fbaDMwf04skLh5AUGdCtY1a7eepcsM5C3wr0F0IkCyG8gcuB7003EEIkAEuAa6SUh2wvpmuj00s+3niUs19Zwx/7T3L/zIE8f8kwj6hR6ExySmsprm50uv/8dDG1qsF+cyUSIvz58paJPHxeKqsPFjHz1bX8sqfQpudwNcYkhrP8zik8dsFgth8rY8Z/1vLv3w5RbyYSqDPcPRc6WGGhSym1Qog7gBUYwhYXSSn3CiFuNa5/G3gMiADeNI48a6WUafYT23XYk1/Bw9/tJiOvgqn9I3lm7lASIwwWgkatcrsYeVdhaXo+T/6wF4DX/jhMoI/GrX+7Zqv6+g+3UFjZYLe2qFWCW87oy5kDenPv1zu59dPtXDI6lsfnDHFqJkN7olGruGFKMhcMj+ZfP+3ntT8O8116Hk9eOKRLYcGe4HIRzvK1paWlyW3btjnl3LagdSItHx6bM5g5w6Pdasq1q2KppJ87zADujGd/2s9HG4+y/6lZdg+Pa9TqeWPlYRauzqR3kA8vzRvBlP6Rdj2nK7Axs5jHlu3lyMlqzh3ch8fnDCYuzL/T/dKe+Z1zB/fhuUuGOUDK7iOE2G7JYFbmmXeDFXsLOfffa/hwYzZXjEvgj/vO7PFZEW3JC2YihJrD/Nydfr0CadTqySurtfu5vDUq7p0xkMW3TcLPW83VH2zm8WV7qGvsujvCnZjUN5Kf7prKg7NSWX+4mHP+vYaFq47QoO243QaXi3tHubh3/8LB5JfX8fiyvfy+/wSpUUEsvGq02/t3nU2jVs+Bwkp25ZazM7eCjLzylunsbfGECKF+fQwzVA+fqG5xzdmbkfGh/HTXVF745QAfbjjK2sPFvHLZCI++dr01Km6b1pcLR8bw9A/7eGnFQRbvyOOpC4ea7aXo9JK6Jp3bu1zcW3oHodXp+XDDUV79/RBSwkOzU7lhSjJeSiKtLqHXS7KKa9iVW05GXjk78yrYX1DZkj8lIsCbEfGhFFbWU1XfPrbYEyKEDhZWAnDTJ9uIdeC4iq+XmsfnDOHcQX24/9sM5r21kdum9eXuswd4dC752FA/3r5mDKsPnuTx7/dy9QebuWB4NI+cP7hVzeDm1LkePyja09mZW87DS3az73gl01N789RFQ6zyx/V0pDTkRdmVW86uvAp25ZazO6+CKuMkEH9vNcNiQ7h+chLD40IZER/SUhbQkg/d3SOElqbn89QP+1u+O6OQw6R+kfx8z1Se/mEfC1dlsvJAEf++bASDooMdcn5nMW1gb1bcE8E7a7JYuPoIqw6c5O/nDuC6SUl4qVUekZgLlEFRi1TWN/HSLwf5dPMxegf58MScIcwaGmVzP7mn1MusqG0iI7+8levkpLHavEYlGBQdzPC4EEbEhzIyPpS+vQI7HBT0hN+lbRtqG7WU1Ta12y421I8NC6Y7XL7f9p3goSUZVNQ1ce+5A7nljBS3zmNiLcdKanji+72sOlhEalQQ5w7uw1dbczlZ1UCYvxePzxni0tdaR4OiikJvg5SS5RnHeWr5PkqqG7h2YhL3zRhAkB0yvLliNIc1irS+ScfegsoW18muvAqyi2ta1qf0CmBEXCgjjAp8UHSwW5RCsyXm/ltLCCD7+fPtL5QZSqobeGTpHn7eU8iYxDBe+b8R3Z6Y405IKfl13wke/DaD8rrWD1ln34OdoSh0K8kpqeXRZXtYc6iIobHBPHvxMIbHhdrtfJOfX2k20ZKzLDbzDxgVd57dn8gAH3bmGSzwg4VVLbNgo4J9WyzvEXGhDIsL8dh4565g6b81h7P+72aklCzbWcCjy/ag1UkePi+VQB8NL/96yK17SNYw8bk/zA7CO/s/6YiOFLp7O4xOA1NLNDrEl1EJofy+/yQaleCxCwZzrQOqB1mK2sgvr0Or0zu8epH52o56XvzFEC4Y5KthRFwofz0zxeD3jgttNbCkcAprI3JcYWxACMHcUbGMTwnngW8zeHTZXlSClgLszira7AgKPSyiqkcq9LaWaEFFPQW7CxkeG8w716Y5rHpQn2BfCivNX1AzXl3L3ef054LhMQ7za3Z0Ea+870ySIgI8Mj2rrVmeUWA+ex0Q6udFgI/GJS3f6BA/PrlhHCOf+o2KNm4IZxRtdgSW0hG7a0RVj1Tolqq+lNQ0OUyZ1zZq8VK3V45+XiouH5fAn5kl3P3lThauOsI95wxg1pAouytTSxd3bKgfKb3aV/hRaI2Uktf+OMKrvx8iOcKf45X11DedKmnn56XmiQtdfsCNyrr2A7fgvlZrR9g6cZqz6REKvZV7JdSXgnLndrO0Oj13fp5OfnkdN01N5ufdhe0sNr1e8tOe47z62yFu/2wHg6KD+fs5/Tl3cB+7zUi9Ynw8L69onVvNnS9uR1LfpOP+bzP4YVcBl4w2JOP6eXehW0bqWHqwR4d6nnvNXesSW8LjB0W7Em3giIEQKSWPLtvDp5tyeGbuUK6e0HFhX51e8v2ufP77+2GOltQyLDaEe88dwLSBvWyq2KWU/OWdTezJLyfE35vCinq3v7gdxcnKem7+33Yy8sp5YGYqt56Z4tZpICzdM0Nigll826QeF7HkavToQVFL7hVB6yodjrJE31mbxaebcrj1zL6dKnMwZM+7eFQcc4bHsCQ9n9f+OMz1H21lVEIo9507kMn9ImyiPH7IOM6Wo6U8e/EwrhyfcNrH6ynsLajgpo+3UV7bxNtXj2HmkChni3TamLNax6eE8116Ptd+sIX3rktTIplcFI+30JMX/GhxgCo21M8h3axml09zN3ZUfCiLb5vULZ94o1bPt9vzeGPlYQoq6hmXHM695w5gQkpEt+WrbdQy/eU1RAR68/0dU3rE5BJbsGJvIfd8uZNQfy/evy6NITEhzhbJrny/q4D7vt5J316BfHLDOHoHe54Lxh3o0RZ6RwN9jogzNdd93V9Yyfe7Crr1APHWqLhyfAKXjonlq625vLHyCJe/u4nJ/SK499wBjEkM7/Ix31yVSWFlPW9cOUpR5lYgpeTtNVm8uOIAw+NCee+aMT1CuV04IoYwfy/++r/tXPr2Rj65YTzJPWASkjvhuVl5jNx9dr92yxw50GfO5VPfpD/tVLA+GjXXTkxi7QNn8egFgzlYWMWlb/3JdYu2sDO33OrjHCup4d21WcwdGUNaUtcfBj2NBq2Of3yTwQu/HOCC4TF8dcuEHqHMm5navxdf3DyB6not//f2RvbkVzhbJAUTPF6h1xpzP0cGercU1XXktF5LkTO2iqjx9VJz45Rk1j5wFgtmp5KRV87chRu46eOt7C3o/GZ75sf9aNSCBbMH2UQeT6akuoGr3tvM4h15/P2cAbx2+cgeOUA4Ij6Ub2+bhI9GzeXvbmJjZrGzRVIw4tEulyadnvfWZZOWGMa3t01yigyOmrjg761pGWj9aEM2767N4vzX1jNrSBR/P3cAA6OC2u2z5lARv+07wQOzBiozPjvhYGEVN368laKqBt64chQXDI9xtkhOpW+vQBbfNolrF21m/qKt/PfykcweFu1ssXo8Hq3Ql2cUkF9ex5MXDnGaDI6euBDoo+GO6f25dlISH6zLZtH6bFbsK+T8YdHcc84A9uRXtEQvqFWCiAAvbpySbBdZPIVVB05y5xfp+Hur+fqvExkRH+pskVyCqBBfvv7rRG78eBu3f76DeWPi2HikxCPiud0Vj41ykVIy+7/r0EvJL3ef4dQp60vT83ls2R4q67VEh/jy4KxUh13o5bWNvLcuiw83HKW2UYdaCHQm/7m3WsWL84YrN54ZpJR8sD6bZ3/az6DoYN6/znFpIdyJukYdl761gX3Hq1otd/Wshe5Kj6wpuvpgEQcKq/jrGX2dnn9k7qhY3rnG8Ps7+gIP9ffm/pmprHvgLAJ9NK2UOUCj7vQHaD2RRq2eh7/bzTM/7mfG4Ci+uXWiosw7oDn3vSmeUgfWnfBYl8tbazKJCfHlwpGu4escFheCELArt4JpA3s7/PwRgT4tVVna4ok5OrqDaYoIL42KRq2ev53Vl/vOHeh0o8AVkFJSUFHP/oJKDhRWsv94FfuPV5JdUoOljr5ybTkWj1ToO3LK2JJdyqMXDHaZup+BPhr69gokI6/caTJ4WmY5W9J2vkCjVo+XWtC/d1CPVOb1TToOFla1KO59xys5cLySSpNar/HhfgyKCmbOiBj+t+kopTXtk3op15Zj8UiF/vbqTEL8vLh8bLyzRWnFiLhQ1hw6iZTSKbk+PC2znC0xN1+gSSc9MmWsKc21X/cfb624s4trWvKh+3urGRgVxAUjYhgUFcSg6GAGRgW1quKVHBmgXFsugMcp9CMnq/h13wnumt7vtAq+2qOm5Yj4EBbvyKOgop5YJ1gunpZZzpZ0VGzk378dYvbQKFKjgtw66VZ9k47DJ6oNyruwkv3HKzlQWEW5SZ3TuDA/BkUHc/7wU8o7Idy/016Kcm25Bh6n0N9Zk4Wvl4rrJiV1+xhL0/NZsCSjJZe1rSq2NJez25Vb7hSFDgb5lZusPZbcUd5qFa+vPMxrfxwmOTKAWUOjOG9oNENjg11WuUspOVHZYKK4jb7u4hp0RrPbz8tgdc8eGs2g6FNWd/Bp1M5Vri3n4zEKfWl6Ps//vJ/CygYCvNWsO1zc4cWl1ek5XlFPbmktuWW15JbWkVdWS25ZHek5ZS3dzWbqmnQ8/v0e+gT7Mjg6mBD/rl/4g6KD8FILduWVc54yCcOlsOSOeu6SYUzuF8mv+wr5ZU8h767N4q3VmcSF+TF7aBSzhkYzKj7UaX72+iYdR05Wt7hMDFZ3JWUmVndsqMHqnj00ikHRwS1Wt5K3x/PwiDh0S8WNH5qdypDYEHJL61op7tyyWo5X1LdYKwAqYSjBFR/ux6as0k7P2XyTDI4JZnC04RUf7tep1XbhG+sJ8NbwxS0Tut9gBbtgjZutrKaR3/af4Ofdx1l/pJgmnSQq2JdZQ6OYPTSKtKRwuyhKKSVFVQ3sMyruA0aXSWbRKavb10vFwKjgFldJs9WtpLr1LDqKQ/cIhW5thfVeQT7Eh/kRH+5PfJg/8eF+xnd/okJ8WyJiLB0vKtiXF+YNZ1+B4Wbad7ySrKLqFms+yEdDanSQQcHHGG6oAX2CWuX7uOq9TWzMLAFQ/IxuTkVdEysPnODn3YWsOVREg1ZPZKA3M4YY3DLjU8L5MeN4l/3KDdpmq7uKAyZuk9KaxpZtYkP9SDVR3KnRQSRFBChWdw/A4xV6RznPP5w/lvhwP+LC/K1OpGTe4jc/662uUcehE4bogGZFv/94JTXGpGBqlaBvrwAGRQcj9ZIf9xS26hkos+k8g5oGLasOnuTnPYWsOnCS2kYdfl4qGrT6Vu47L7XgpXkjWv7vk1X1HDC6SprdJplF1WiNO/loVAyMCmJQVDCDooNIjQ5mUFT3XH4KnoHHK3RLFvXp5Dw/nSgXvV6SU1rbYsU3K/qCCvO1TB2Vm13BMdQ36VhzqIg7P99Bo679/eWjUTEuOZz9xysprj5ldUeH+Bot7iBSowyWd3KkYnUrtOa0C1wIIWYB/wXUwPtSyufbrBfG9ecBtcB8KeWO05K6C9gjvvp0RuxVKkFSZABJkQGtMtBZ6kkos+k8C18vNTOHRJlV5gANWj3ltU1MT+3dorgHRQcR6u/tYEkVPI1OFboQQg0sBM4F8oCtQojvpZT7TDabDfQ3vsYDbxnfHYK7xMAqMzUVmvnhzinOFkHBA7HGQh8HHJFSZgEIIb4ELgJMFfpFwCfS4L/ZJIQIFUJESymP21xiC7hDDKwyU7NnEernRXld++nwoUrUiYKdsCbRSSyQa/I9z7isq9sghLhFCLFNCLGtqKioq7K6PXNHxfLcJcOIDfVzSvUkBcfyxIVD8Grj//ZSCZ5wYn5+Bc/GGgvd3IhMW+egNdsgpXwXeBcMg6JWnNvjcIeehIJtcBdXoILnYI1CzwNMs1zFAQXd2EZBocehPMAVHIk1LpetQH8hRLIQwhu4HPi+zTbfA9cKAxOACkf6zxUUFBQUrLDQpZRaIcQdwAoMYYuLpJR7hRC3Gte/DfyEIWTxCIawxevtJ7KCgoKCgjmsikOXUv6EQWmbLnvb5LME/mZb0RQUFBQUuoJrlPNRUFBQUDhtFIWuoKCg4CE4LZeLEKIIONbN3SOBYhuK4y4o7e459MQ2Q89sd1fbnCil7GVuhdMU+ukghNhmKTmNJ6O0u+fQE9sMPbPdtmyz4nJRUFBQ8BAUha6goKDgIbirQn/X2QI4CaXdPYee2Gbome22WZvd0oeuoKCgoNAed7XQFRQUFBTaoCh0BQUFBQ/BpRW6EGKWEOKgEOKIEGKBmfVCCPGacX2GEGK0M+S0NVa0+ypjezOEEBuFECOcIact6azNJtuNFULohBDzHCmfvbCm3UKIaUKInUKIvUKINY6W0dZYcX2HCCF+EELsMrbZ7XNDCSEWCSFOCiH2WFhvG10mpXTJF4ZEYJlACuAN7AIGt9nmPOBnDPnYJwCbnS23g9o9CQgzfp7t7u22ps0m263EkFdonrPldtB/HYqhOliC8XtvZ8vtgDY/DLxg/NwLKAW8nS37abb7DGA0sMfCepvoMle20FtK30kpG4Hm0nemtJS+k1JuAkKFENFtD+RmdNpuKeVGKWWZ8esmDPnn3Rlr/muAO4HFwElHCmdHrGn3lcASKWUOgJTS3dtuTZslEGQsPh+IQaFrHSumbZFSrsXQDkvYRJe5skK3Wek7N6OrbboRw5Pdnem0zUKIWOBi4G08B2v+6wFAmBBitRBiuxDiWodJZx+safMbwCAMRXJ2A3dLKfWOEc9p2ESXWZU+10nYrPSdm2F1m4QQZ2FQ6O5eQt6aNv8HeFBKqTMYbh6BNe3WAGOAswE/4E8hxCYp5SF7C2cnrGnzTGAnMB3oC/wmhFgnpay0s2zOxCa6zJUVek8tfWdVm4QQw4H3gdlSyhIHyWYvrGlzGvClUZlHAucJIbRSyqUOkdA+WHuNF0spa4AaIcRaYATgrgrdmjZfDzwvDc7lI0KIbCAV2OIYEZ2CTXSZK7tcemrpu07bLYRIAJYA17ixpWZKp22WUiZLKZOklEnAt8Dtbq7MwbprfBkwVQihEUL4A+OB/Q6W05ZY0+YcDD0ShBB9gIFAlkOldDw20WUua6HLHlr6zsp2PwZEAG8aLVatdOMMdVa22eOwpt1Syv1CiF+ADEAPvC+lNBv65g5Y+V8/DXwkhNiNwRXxoJTSrVPqCiG+AKYBkUKIPOBxwAtsq8uUqf8KCgoKHoIru1wUFBQUFLqAotAVFBQUPARFoSsoKCh4CIpCV1BQUPAQFIWuoKCg4CEoCl1BQUHBQ1AUuoKCgoKH8P/5zAXPNx14IAAAAABJRU5ErkJggg==\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00618 , distance= 8.17081 acc.steps=5\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00556 , distance= 8.17024 acc.steps=2\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00501 , distance= 8.17832 acc.steps=5\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00451 , distance= 8.15514 acc.steps=4\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00406 , distance= 8.15409 acc.steps=5\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00365 , distance= 8.15508 acc.steps=4\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00328 , distance= 8.15508 acc.steps=4\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00296 , distance= 8.16270 acc.steps=6\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00266 , distance= 8.16514 acc.steps=7\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00239 , distance= 8.16619 acc.steps=5\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00216 , distance= 8.16514 acc.steps=1\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00194 , distance= 8.15466 acc.steps=3\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00175 , distance= 8.15556 acc.steps=7\n" ] }, { "data": { "image/png": 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Msfu1oGTb2I9u6aHr9I0s21vIx+sz2Xb8JAIraTlGYkI0TOwdycQ+kUzsHUmE8fHT3R/5bWXb8VL+9t5GzuobxQdXj8KrC2KqbVGva6Tfw79a/c5SowKY1DuSSX2iGNsrwmVi8ycqtHy4LpMvNx6nul6PRu2F1kpWUGSgL1eMSeSKsYlsOFLS4jz717S+9AjW8OmGY/y5vxAhBNMH9uTqccmMSQm3u+BWaBv413e7+H1fIbMGR/P8xUMI0nif9nbzymp57Ke9LN9XaHF5kK+aLQ+fqwykm9GWh96tBL28toFvt2Tx2Ybj5JbVkhThz3Xjk9F4q3ji530tRvv9vFX8a3pf/LzVrDtSxLrDxVRodQAMjA0mOljD2sPF1Ovd95HfFk5Uapn9+jr8fFT8dPtEQvxO/0K2B9Ye00P81AxLCGNTZgnahkbUXoLhiaFM7B3FxD6RDI0PQa3q2hJG2aU1vLfmKN9tzUGnb2TO0Fhundyb/fkVLWLHAH7eXlwzPpmDBZWsPFiElwCBQG9ynTY5IOEBPlw2OoErxiQRG+rn0GOQUvLB2gye/+0gSeH+vH3lCNKigzu1LX2j5PO/jvHfZQfRS8m0/j35fX8h2oZT15JKGI45NTKAZy4azNjUCHsditvT7QU9s7iaT9dn8v22HGrq9YxNDeeGialMSevRPILfnretb5Tszi1n7aEi1h4pZnOm5cmznhT3a9A3csUHm0jPLePHWyfQP6ZzF7AjMB9Ig5Y31Dqdnm3HT7LucDHrjhSzO7ccKSFIo2Z8rwgm9oliUu9IkiL8HRZOO3KikrdXHWXxzjy8BMwbGc/NZ/UiKSKgxXFYO+8yi6uZ/cZaquv0rbYd6u/NxgfP6XLvdVNGCbd/vYNKbQPPXDiYi0bEd+j9e/PKeWjhbnbllHNW3yienjuIhHB/i59DeIAP/160m+zSWi49I4EHZ/YnxN81HApn0i0FXUrJX0dL+Hh9Jn8eOIG3lxdzhsZy/cRkizHbjpIyf6nFR34BZD533mlv3xV48ud9fLw+k9cuHcYFw1zvqaMjIa+T1fWsP1rMusPFrD1c3Ozdx4f5MalPFJP6RDK+V4TFbJqOsjunnLdWHmHZvgI0ahWXj0nkxkkpxIR03It2xfPsRKWWO77awabMUi4fk8ijswe0e2Opqdfx6h+H+WhdJmH+3jw6ZyBzhsS0ezOtqdfx2h+H+XBdJmH+Pjx+/gDOG9z++zqDu4RQPVrQzb+Ef57bBwl8vC6TAwWVRAT4cOXYJK4Ym0iPIM3pG27E2iN/TIiGvx48x277cRY/7crjzq93cO34ZB4/f6CzzbErUkqOldSw9nARaw8Xs/FoCZV1OoSAIXEhTOxjiL+PSAzDR217eGZzZilvrjzCmkNFBGnUXDs+mWvHJzePuXQGV80A0ekb+e/vh3h39VEGx4Xw9hUjSAi3nE2z8uAJHlm0h5yTBk97/sy0Dt849+SW8+DC3ezOLeectB48OXcQcXYMM7X3xOdKeKygW/oSmkiLDuL6iSmcPzTWIY+l1vYdEeDNdzePp1dUoN332VUcLKhk7lvrGRgbzFd/H9shUXNHdPpGduWUsdbove/MLkPfKPH3UTEmJdwQnukTSZ8ehmynlk6EhvOGxLAjq4wtx04SEeDDDZNSuHJsEsF2GDh0daH5fW8B936/Cy8huGRUPL/sPpXO+o+zUticeZIl6fn0igrg2YuGMDql86mPOn0jn244xku/H0II+Ne0flwzPtkuE59c9cZpCY8VdGtfQmSgD1v+fa7DUw3Nnw7mjYzji41ZNOgbeefKkUzoHenQ/TuCCm0DF7y5nqo6HUvvmEiPYPs91bgLFdoGNh4tYd0RQ4gmo7gagJ7BviSG+bMzp4wGfcvrJtRPzT/P7cvfzkg87XRBc1w9FHC8pJrL3t9InoU0TJWAO8/py82TU21Kw7SF7NIaHl60h9WHihiaEMpzFw0+7fEdVwxtWcNj89Ct1hWpqu+SvHFLs+zmjUzghs+2cM3Hm3nygkFcPibR4XbYi8ZGyT3f7iK7tIavbxrbLcUcIFjjzbSB0UwbGA1AzskaQ+z9SDG/7s63mAPv76Pm2gkpDrHH0nnmSpgO8poTEejLXef2sev+EsL9+fS6M/hpVx5P/ryPOW+s4+9npnLXOX069TReWKHFW+XVImOtCUdnD9kbt36WtvZhO/NLSAj354dbxjOxTyQP/bibp5bsQ29JAVyQt1cd4Y/9hfz7vP6c4aBZge5IfJg/l45O5K3LR2DtgdbaJKHugrXjL6psXffHHgghuGBYHH/ccxZzh8fxzqqjTH91DeuPFHdoOxszSjjv9XVIJN6q1k7gmX3d6ynbrQX9vun98DO7I/uovbhvej8nWWQgSOPNh1eP4trxyXy0LpObPt9KVZ3OqTa1x5pDRby0/BAXDIvl2vHJzjbHZXFFJ8IVcNbnEhbgw3//byhf3TgGAVzx4Sbu/W4XJ6vr23yflJL3Vh/lig83EeynZumdk3hx3lDiQv0QGJIb+vUM5OvN2by54jDOCk13FLeOoUPL+CICBscG89Mdk+xgoX3431/HePznffTpEchH155h15F5e5FdWsOcN9cRHaxh4a3j8fdx60icQ3H1QUpn4Qqfi7ZBz+t/Hub9NRmE+Hnz6JwBnD80tlX4tULbwH3f72LZ3rZnvtbrGnngh3R+3JHLlWMTeeL8QV1SebI9PHZQ1JwXfjvAO6uPsvpfZ3e6IJEjWH2oiNu/3I6vt4oPrxnFsIRQZ5vEw4t28/Wm7OYZiCoBf947meRI6/FQBQOuPkjpLFzlc9mfX8H8hbvZlV3GWX2jOLNvJB+vO0ZeWS1RQb40SsnJmgYetKE2jZSS5387yLurjzJtQE9ev2y400sRdBtBLyjXMvH5FVw1LonH5rhW7vThwkqu/2wLJyrqeOmSocweEus0Wx5etJsvNma1ev3KsYk8PXewEyxSULAvTeUFnvllf6uMJIA7pvTm3mm2h2Y/XZ/JE0v2MSIxjI+uGWWXCWidpS1Bd+sYujnRIRrmDI3luy3ZVGgb2n9DF9KnZxCLbp3A4LgQbv9qB2/86by43Nebsjv0uoKCu6HyElw3IYXwAMvCu3B7x3rgXjshhbcuH8Hu3HIufmcDOSdr7GGm3fEoQQe4YWIK1fV6vtvieuIUEejLl38fw4XD43hp+SHu/nYn32/NZsJzK0iZv5QJz62w2mx50Y5cm9azBb2VG4m11xUU3JUTFrprQedK884aHMP/rh9NUWUdF729gX15Fadrnt3xOEEfFBfC6JRwPll/DJ2FvFJn46tW8fIlQ/nXtL4s2pnH/T+kk1tWi+RUpxZzsW4acGpvPVux1HWordcVFNwVe2ffjEmNYMEt41F5Cf723l9s6GCapKPxOEEHg5eeW1bLsr2W6yw7GyEEt0/pQ7i/d6u85toGPf/+cTePLNrT/PPvH1uXGKht0PPisoOd2v9lYxI69LqCgrtiKbXZz1t1WqnNfXsGsfDW8cSG+nHNJ5v5aVfe6ZppNzxS0M/t35OkCH8+WpfhbFPa5GSN5Th/db2epbvzm3+q61vXqoHOd3R5eu5grhx7agarSghlQFTBI5k7PI5nLxrcnF8eF+pnl1TKmBA/vrt5HMMTw7jz6x18uNY1tMYjE45VXoLrxifz+M/72J51khGJYc42ySKxoX7tFgTKK6tl8our7D4t+e5z+/LFxiwePq8/N05K7fR2FBRcHUeVTgjx8+bz60dz73e7eHrpfvLLtfx7Vn+ndvTySA8d4P9GJRCkUfPRukxnm2KV9h4Hf96Vx4xX14CFacmn+9h45EQVAL17uG9VSAUFZ6PxVvHGZcObZ4Xf9e1O6nSWn6i7Ao/00AECfNVcNjqRj9ZlkltW65IzNJu8BvPJGOf078E93+5k4Y5chieG8urfhrEjq8yukzaOFBkEvU/PILsci4JCd8XLS/DYnAHEhGh49tcDFFfWcf6wGN5ccbTLJ1l5rKADXGO8a3624RgPzervbHMsYv44uPVYKTNfW0teWS13ndOHO6b0Rq3yIikiwK4nxOHCKvx9VMSGdM+Kio7GVWZNKnQNQgj+cVYvegZruOe7nWzMKGkux9uUlQY4/Bzw2JALGGLRMwdF8/XmLJcvjtWgb+Sl3w9yyXt/4SUE3988nrun9nVYQ+OjRVX0igrskjLD3Q17p5kquA9zh8cR5u/Tqrb66WSldQSPFnQwpDBWanV8v9X1Jho1cay4mnnv/sUbK45w0Yh4frlrEiOTHDuQe7iwij5K/NwhvLjsoF3TTB2FPSerKZyi1Eqlx85mpXUEjw65AAxPDGNEYiifrD/G1ePs067KXkgp+W5rNk/8vA9vlRdvXzGCWYNjHL7fSm0DBRVaeimC7hCsXbi5ZbVc8/Fm4sP8iA/zJyHc+DvMj/AAnzafluwdwjGvjtiVYQFPx1r2WleUWPZ4QQe4YWIqt321nT/2FzLd2IXG2Zysrmf+wnSW7S1kfK8IXrpkaKe6wneGpgwXxUN3DNYuaI23F6XV9aTnlLWag+Dvo2oW+vgwPxKafof7k55TxlNL9lHbYEhdNRdfnb6R6jo9lXUNVNXpqNTqqNLqqKwz/K6qa2j+v2nZyoMnqNO1TIVteopQBP30uG96P4ulhLuiT0O3EPTpA3sSF+rHR+syXULQ1x4uMhThr6nnoVlp3DgxtUtzV5WURcdy3/R+3L8gvcXcAfPa4FV1OnJO1pBTWkv2yRpyTtaSXWr4veVYKZXatsd8ahv03PPdTqtN0s0RAgJ91ARq1ARp1K3EvImuCAt4Ok3f8QvLDpBXpsXP26vL6sJ3C0FXq7y4bkIyTy/dz+6ccgbHhzjFDq3RA/poXSa9ewTyyXVnMDC26205UlSFj8qLxHDXqRnvScwdHse+/HLeX5OJAIshkkBfNWnRwaRFW25uXF7b0CzwN3+xzeI6jRKuGJNIkMbbINS+BsEONP4O1qgJ9DUs8/dWtXAarDVYj1aynuxCU/aaoZFGAbOHOD6UCt1E0AEuOSOBV5Yf4qN1Gbx66XCH78885nnl2EQW78zjQEEl14xL4sFZ/Z1WKP9IYRUpkQEOy6BRgBGJ4UAmS++cxIDYjnekD/HzJiQuhEFxIcS1MaP44dkDOmWfpbAAGOqIHy+pbrPxs4LtTEnrwffbcth2/CRjUiMcvr9uc0UHa7y55IwElqTnU+Dghr6W0tae/+0gOSdr+OS6M3jigkFOE/NFO3JZdaiIg4WVSmaDA2maLeijPv1LzBEFpizVOLnt7F7U6xuZ+9Z6NmWUnKbVCgAT+0TirRKsOHiiS/Zn09kmhJghhDgohDgihJhvYXmIEOJnIcQuIcReIcR19jf19LlufAqN0tDJxJFYSlsDCNR4c3a/Hg7dd1ss2pHL/IXp6BsNWbJKfrTjqDfGqH3tIOiOKjA1d3gc6+dPIfO581g/fwr3TU9j0a0TCA/w4cqPNvGdC6f6ugtBGm/OSA5n5QEXEXQhhAp4C5gJDAAuE0KYP+fdBuyTUg4FJgMvCSGc16PJCokR/kwbEM2Xm7KoqXfcRCNrA0uFDn4yaI8Xlx1E22A5s0HBvjQNOvp62+ch2Fx8HTXAlhwZwMJbJzA2NYL7F6TzzC/7mx0Ahc4xJa0HhwqruqTLkS1n22jgiJQyQ0pZD3wDXGC2jgSChCGRNhAoBVxyauYNk1Ior23ghw62oOoI9i6qby+s3WjyymqVSSZ2ptlDVzm3oXBnCPHz5pNrz+DqcUm8vyaDf/xvm8vPtHZlzk4zPJV3hZdui6DHAabPXjnG10x5E+gP5AG7gbuklK3yooQQNwkhtgohthYVFXXS5NNjVFIYQ+JD+GRdJo0O8jwsxTx91V5dkofaFm3dUO5bsEuZqm5H7O2hdzVqlRdPXjCIJy8YyMqDJ5jnwn00XZ3UyACSIvxZ4SKCbilB2lwJpwM7gVhgGPCmEKLV0L6U8n0p5Sgp5aioqKgOmmofhBDcMDGFjOJqVh1yzAdsHvMUwKDYYKdP2LB0o/FRe+ElaNUZXQnFnB7Ng6Junkl09bhkPrn2DHLLapn71nq2Z510tkluhxCCs/v1YMPREmqtNKuxF7acbTmAaW+yeAyeuCnXAQulgSNAJpBmHxPtz6zBMUQHa/hwreNqpZvGPP9+Zio7ssvIMJasdRaWBtdeuHgI1h5UlEkmnade14i3Sji12YG9OLNvFD/eOp4AXzWXvr+RxTtzlRBdB5mS1oM6XSMbHZw9ZIugbwH6CCFSjAOdlwI/ma2TBZwDIIToCfQDXKMnkwW8VV5cMz6ZDUdLuqRz998npeKj9uLNlUccvq/2MB9cmzk42mpqnbNj/u5Mna7R7b1zU3r3CGLRrRMYnhDKXd/s5F/fKyG6jjAmNRx/H5XDwy7tnnFSSh1wO7AM2A98J6XcK4S4WQhxs3G1p4DxQojdwJ/AA1JK12qHbcbloxPx81bx8XrHdzSKCvLlijFJLN6Zx7Hiaofvz1Z0+kbu/HoHdUZv0pSuqj3hqdTp9Pg6aa6BowgL8OF/N4zB30eFrlEJ0XUEX7WKCb0jWXHgBNK8M7wdscmFkFL+IqXsK6XsJaX8j/G1d6WU7xr/zpNSTpNSDpZSDpJSfuEwi+1EiL8380bG89POPE5UOj6d8B9npaL2ErzlAl46QGOj5P4FhuJgj80ZwIvzhto9z7k7U69rtEsOuqvho/ayGgdWQnRtMyWtB7lltRw+4bjQa7eZ+m+J6yYk87+Nxznnv6upqtM5tLNMjyANl49J5PO/jnPHlD4kRjivjoqUkkcW72Hhjlz+Na0v101IAZSyqfakTtdol1mirogzy8O6M5P7GRJBVhw4QV8HtX70iDOuswM06TnleAmorNN1SSzw5rN6oXKyly6l5LlfD/DlpixuPqsXt53d22m2eDKe6qGDY0oR2BNXHbCNCfEjNkTDy78fcphtbu+hWyrUP39hOicqtYxMCqe8tp6T1Q2U1TZQVlPPyZp6ymoaKKtpYFNmSasMD0fWhO4ZrOGyMxL4clMWt0/pTUIXVTs0LRQWqFFTqdVx9bgkHpjRT2lB5wAW7chlxQFDvfEJz63wuH6ips3Nmzz1f03v6xLH6MqNOxbtyOVEZV3z+IMjbHN7QbdUN0Xb0Mgzvxxota6XMMyCC/P3IdTfu1XudROOjAXePLkXX2/O5u1VR3n2osEO208T5id4pVaHSgiGx4cqYu4Amj7vpolFriQo9qSpPGxBuZazXlzJvrxKZ5sEtN3+z9mf/4vLDlodTFYE3Uhb4vvJdWcQ5u9DmL83oX4+BGnUNtWEdmQsMCbEj0vOiOfbLdncPqU3cQ6OO1o6wfVS8t/lh7hwZLxD990dcWVBcQTRIRquGZ/Mh2szuPmsVPo4KDZsK22Vt3A2lrQG7Gub2wf5rIlvXKgfZ/frwbCEUJIiAgjx9241ycNZscBbJhvi1u+scnws3ZVPcE+kO37eN5/VC38fNS8vP+RsU6zqgVol+HV3vsPKfbRFblktt3253epyezqQbi/opyPKjipL2h5xoX7MG5nAd1tyyC933IV+sKDSalNsJSPBMVj7XEP8vB2af+xMwgN8uHFSCr/uKeCM//zh1MFIS3rgrRKEaNTc8uV2zn1lNd9vzaZBb7kFnz2p0+l5a+URzn1pNX8eKGTWoGg0ZrV97O1ACmedZKNGjZJbt261y7YMcct0ahsaiXNg6qE9yS6t4ez/ruKKMYk8ccEgu2//+63ZPLJ4D2ovQb1eNlf/g9b9Ld0J805QrvZdm49ZgGHsplHCxSPieXruIPx8PGvCEcA3m48zf+GeFq856zxrOkdyy2rxVXvx/MVDmDM0ll/35PPWyqPsz68gNkTDTWem8rczEh3yfaw8eIInftrLsZIaZgyM5uHZ/YkP87fL+SuE2CalHGVxmScIOsA93+5ky/FS1t4/xW7bdDTzf0hn4Y5c1t5/Nj2DO9/L0fQkiQnREB/mx+ZjJxmXGsFrlw1jw5ESlxZBW7Eklq54czK/aO+d2pdjpTW8/udh+scE8+6VIzyuxduE5/4kt6z1BL24UD/Wz3fONfnIoj38sD2H9MemNbdblFKy6lARb688wpZjJ4kI8OH6iSlcOTaJED/v095nVkkNTy7Zxx/7C0mNCuDxOQM5s699CxF2C0F/YEE6qw8VsfGhc+y2TUeTVVLD2S+t4qqxSTx+/sBObcOSyAFMH9CDt68cZTXk4i406BvJKKrmQEEF//5xj8W63M4UjY6w8sAJ/vntThql5JVLhnHugJ7ONskuVGgbGPL47xaXCSDzufO61iAjS9LzuP2rHSy6bQLDEkJbLd+cWcrbq46w6mARQb5qrhyXxPUTUogK8u3wvrQNet5ZdZR3Vh9F7SW485w+XD8hxSGTy9oSdLfPcmnCWy26JC5mTxIj/LloeBxfb87i1sm96NEJL91au7s9edbj566IlJL8ci0HCyo5UFDJwYIKDhRUcrSoymp6aRPuMuB4dloPltwxkVu/3M6Nn2/l1sm9uGdqX7du1n2goIJbvuiaAb+OMjolHIBNGSUWBX10SjijU0azJ7ecd1Yf5d3VR/l4XSaXnpHA389MJT6s/XkiUkp+31fIU0v2kXOylvOHxvLQrP5Eh3T+ift08BxBV3lR72aCDnD7lN4s3JHLe2syeKQTHdytiVluWS1XfriJ1KgAekUFkhoVQGpUIDHBGqeXdK3QNnDIKNwHCio4WFDJwYJKKrSnvO+YEA39ooM4q18UadFBpEUHc8OnW8iz0MbPnQZ4E8L9+f7mcTzx8z7eXnWUndllzBwczburMtwuJNb0dBioUXPnOb35YE1mq3CYM2eP9gjSkBoVwKbMUv5xVi+r6w2KC+Gty0eQUVTFu6uP8tXmLL7clMUFw+K4ZXIqvXtYTsXMKKriiZ/3sfpQEf16BvH138cyrleEow7HJjxG0H1UXm7noQMkRQRwwbBYvtx0nJvP6tXhxz1rdTX8vFVUahv4cXsulSZhCj9vFSmRAS2EvldUICmRAQT4tn86dGRQxzRccsAo2gcLKlvYG+Srpm90EHOGxpIWHUS/6GD69QwixL91PPP+GWkWY+iuMuXcVjTGuP+IxFDm/5DOhqOnamS7w0Skel0j/1m6j8/+Os7o5HDevHw4PYI1pEYGutxYzZiUCJbsykPfKNt9Yk2NCuSFeUP557l9+WBtBl9vzmLhjhymD4hmQGwQ327JIa+slugQDQNig1lzqAiNWsWjswdw1bgkvF3gSctjBN1b5dXuo7mrcseUPizakcsHazN4aFb/Dr33vun92hwolFJSVFXH0RPVZBRXkVFUzdGiKtJzyvlld36L0gcxIZpTQh9p8Oh79Tjl1VubVi2lZHRqRHOYpEm4TcMlai9Br6hARiaFcfmYRKN4BxlSRm2csdokDk02uGJGk5QSbUMjldoGKut0VGl1VNXpDP8b/67S6qis01Gp1RmOXTp29qA9KSjXcuuX29ieVcaNE1N4YGZas5A1zR51JcamhvP15iz251cwKC7EpvfEhvrx2JyB3H52bz7dcIz31xzlt70Fzcvzy7Xkl2s5IymMt68c2amYu6PwKEHXN0qb7sSuRkpkABcMi+N/fx3npjNTiQy0/QQxrathyTMSQtAjSEOPIE2rx0Ftg57jJTVkFFWRUVzN0RNVHC2u5scduVSahD803l6kRAZyrLiK2oaWT0G1DXru+W5Xi56EscZwyeR+PZqFu1dUoN0GiLwc4Ag1C3Fdg4kI60xE+JQgNwl1pbah9Xp1OvQ2TF7ReHsR6Ovdaip4E644LrDhaDF3fr2D2no9b10+gvOGxDjbpHYZk2I45zdmlNgs6E1EBPpy77R+LNiWQ76FUF9eudalxBw8RNAX7cjlo3WGBkmTnl/B/TPSXM5TaI/bzu7Nop25fLg2k/kzO9a9r7OekcZbRT+j4JrS5NVnFFU3e/QZRVXsz7fc3UkCT80dRFp0EH17Btkl/csSlp8Q0mnQNzK5X49mT7jJA24hukbhrTLxkiuMy5r+tyaupviqvQjSqAn0VROk8SbQV01CuD9BvmrD6xo1gb7eBGnUzes1rdv0f4Cvuvnm5ozyEx1FSsl7azJ44bcDpEYF8s1NI6zGlV2N6BANSRH+bMos5cZJqZ3aRoEFMQfXvOm6vaCbX+R55VqXj0FaonePQOYMieXzv45x05mphAf4OM0WU69+bOopr96a+MSF+nHV2CSH22W5Tkoj9y1Ib/e9PmovM9FVEx/mT7DJ/0EabwI1aoKaRVht/N+7eR17p6FZC5m5yrhApbaB+75P57e9BZw3OIbn5w0h0IaxFldidHI4y/cX0tgoO5UQ4E71393rm7GAtWJI//x2Jy8uO+hyMda2uGNKb35Oz+PDtRncP8P1emw7W3za8oieumBgC++4SZCDNN4E+KrwVbvm7Mz2QmbO5FBhJTf/bxvHS2t4+Lz+3DAxxS0rdI5JjeD7bTkcOlFJWnRwh9/v7PO+I7i9oLd1kbtDxoApfXoGMWtwDJ9tMHjpof7O89It4WzxseYpxYX6cdW45C6xwRG44mDi4p25zP/BkJL49d/HNud0uyNjmvPRSzsl6M4+7zuC2wu6tYu8CVfOGLDEnVP6sDQ9n4/WZXLvNNfzAJwpPu7kKbkr9bpGnvllP59uOMYZyWG8dfmITk14cyUSwv2JC/VjU2YJ14xP7tQ2XPGmawnnJ06eJpaqq5njioMX1ugXHcTMQdF8uv4Y5TUNzjbHpXBWdczuQkG5lss+2MinG45xw8QUvvr7WLcX8ybGpISzObPUYyteNuH2HrqldljmuOLgRVvceU4fft1TwMfrM7l7al9nm+NSuIun5G78dbSEO77eTk29njcvH87sIbHONsmujEkNZ+GOXI4WVblNhk5ncHsPHQwX+c93TCTIV4X5kI07PpL3jwlm+sCefLw+k/JaxUtXcBxSSt5fc5QrP9pEiJ83i2+b4HFiDqb56KVOtsSxeISgSyl5cGE6Wl0j907v6xGP5HdM6UOlVsfE512ve7mCZ1CpbeDWL7fzzC8HmD6wJ4tvn+j0FnKOIinCn57BvmzK9GxBd/uQC8D3W3NYtreQh2alcdOZvbj97D7ONum0OXKiCi9B84xNd8vYUXBtDhVWcvMX2zhe4t4pibYihGB0SgSbM0uQUnrssbq9h36suJrHf97LuNQIbpzYuZlgrsiLyw5iPnGxKWNHQeF0+HlXHnPfWk9FrY6vbhzDjZNSPVbgTBmTEk5hRR3HS2qcbYrDcGsPXadv5J/f7kTtJXjpkqFOLwtrT7pjs2EFx9KgN6QkfrL+GKOSwnjrihGn1SnL3aiuM4xHTf7vKouF3Vy9vaEtuLWgv7HiCDuzy3jjsuFul8nSHu403VjBdTEVqaaeAddNSOahWf1dotxrV7FoRy6v/nG4+X/zEKa1SqJNy90FtxN00xNUAqOSQpkz1PNG5ZVJNAqni7lI1esb8VYJhsaHdisxh6YSIa0rhT66eA+5ZbW8t/qoxRIi7jQpEdwsht50guYaxRxgT16FR2Z/NE2iaZo05c4ZOwrOwVKdowa97JbjMNZClRVaHS8uO9iiW5Yt73NV3ErQLZ2g2oZGjz1B5w6P48IRcUQG+rB+/hRFzBU6hDIOcwprocrYUA0HnppBrJUeoGFOrHraGWwSdCHEDCHEQSHEESHEfCvrTBZC7BRC7BVCrLavmQa64wka5Ku22OleQaE9rItY9xuHsVQixM9bxf3T09B4q7h/Rlqr5QIora7n7m93UlZT34XWdp52BV0IoQLeAmYCA4DLhBADzNYJBd4GzpdSDgT+z/6mWj8Rewa7VtcQexLgq0bb0IjODfulKjiX+6b3w9esfnt3HYdprw6QpeUvzhvCnef04eddeUx9ZQ3L9xU69RhswZZB0dHAESllBoAQ4hvgAmCfyTqXAwullFkAUsoT9jYULA8UNlFe2+CwTjnOpKmZQHWdnhB/t4qQKTiZucPjKKmu46kl+wFcsgdrV9JeHSBry6cN6Mm/vt/F3z/fyoXD43hszgCXK23dhC0KEQdkm/yfY3zNlL5AmBBilRBimxDiaksbEkLcJITYKoTYWlRU1GFjLd1Fb53ci5Lqem76fCt1utZC7+40CXplnVLTRaHjTB8YDcALFw9RxmE6yaC4EH66fSJ3mXjrTy3Zx4TnXK8shy0euqXZOuY1KNXASOAcwA/4SwixUUp5qMWbpHwfeB9g1KhRnapjaeku2i86iLu+2cm93+3i9UuHe9QEo3355QBMen6l2052cAaeMEnEHngZZ4DKVpesQkfwUXtx99S+TBvYk79/tpWP1mU2L3OlnHVbBD0HSDD5Px7Is7BOsZSyGqgWQqwBhgKH6AIuGBZHQbmWZ389QHSwhodnD2j/TW7Aoh25fLXJ8HAkca0Tx5XxlEki9qBpRr+HlwE/LTpy8x8YG2LxdVfJWbdF0LcAfYQQKUAucCmGmLkpi4E3hRBqwAcYA7xiT0Pb46YzU8kv1/LhukyiQzSd7vDtSry47CD1+taTIVzhxHFlrPWZfWrJPuLC/PDzVuHnozL8Nv7tq/ZyqXom9nrCEMYHbPO6QAoGOnPzzy/XWnzdFbLt2hV0KaVOCHE7sAxQAR9LKfcKIW42Ln9XSrlfCPEbkA40Ah9KKfc40nBzhBA8MnsAhRVanl66n+gQjdvXde6OaZqnS0ZRldVGJyXV9fzfu39ZXCYEaNQq/H1UaMwEX+Ojwt/4mqb5JuCFv4+6xf9+3obl/j7q5tc0JjcNjVplUzjQnk8YTbtTQi6WsXbzb8tpcuWyHDZN/ZdS/gL8Yvbau2b/vwi8aD/TOo7KS/DK34ZRXLWJe77dRWSgL2NTI5xp0mnhyieOs7Dkuc4YFM1vewr4enNWm/WuIwN9eOVvw6it11PboD/1u0GP1vh3jfG31mR5eW0DBeW1xvc0om3QU1Ov65TXq/H2anmjMN44TIV/+b5C+01DV0IubdIZp8lStp3G28sl0kHdrpZLe2i8VXxw9SjmvfsXf/98KwtuHk+/aPcs2m/pxFEJwb+mdc+2dJY813u/38WDC9OpbWgkMdyf+6b3I8hXxbO/HmxVB+fh8wYwqU+UXWyRUtKgly1uCrUmN4PmG4OF5ZZuJJVaHUWVdc03FUt05smsKeTi6b00O0pVnY6PTQY2zZHAgwvTueWs3iRG+LdYZtr2sqmm1OwhsS4RBvU4QQcI9ffhs+tHc+Fb67n2k80svHU8MSHu59WanziBGjWVWl23nTlq6fFY3yhB5cVXN45hbGpEc0gj2M/HoVkuQgh81AIftRch2Hf+w4TnVlh8Mgv0VaNt0KNppym6Kc2DovYyzs3RNuj5YuNx3l51lNLqegbHBXOosIo63amxKl+1F6OSwvhhWy7fbc3hgqGx3Hp2b3r3CGxepynbTkrJzNfWcriw0hmH0wqPFHQw5Kh/et1oLnnvL679eAvf3TzOLScemaZpNjZKbvx8K08u2cfAuBBGJIY52bquxZqHqm3QM753ZIvX3LmZtLUns8o6HdNfXcMT5w9kcr8eNm2rOW2xmyu6Tt/Igm05vPbnYfLLtUzsHcm/pvdjWEKo1QHowgot76/J4MtNx/lxZy6zBsdw+9m96R8T3LxdIQSXjErgySX7OFBQQVp0cBtWOB7hrEexUaNGya1btzp8P+uPFHPtJ5sZmRTGZ9ePxldtu3fjipTXNDD7zbU06CRL7pxIZKBnlj0wvchiQjQMiQ/lt70FFteNC/Vj/fwpXWyhY7EkMj2CfHl48R4yiqqZNTiaR2cPJNpKUakmTlbXM/yp5Tw2ZwDXTUjpIuudh/nn9q+pfVGpvXhl+SEyi6sZnhjKfdP6tXIA2qKkqo6P1mXy+V/HqarTcW7/ntw+pTfDEkIBQ72XMc/8wdXjknmkC1KmhRDbpJSjLC7zdEEHw5f8z293MiwhhBOVdeSXad16ssme3HIufmcDI5PC+Pz60ag9rLa1eay8iaRwPwor6tCaPB77eau6VVnhOp2eD9Zk8MaKI6i9BHdP7cu145OtngNlNfUMe3I5j84ewPUTPVvQLZ03AkO4KS06iH9N68c5/Xt0Oj21vKaBTzcc4+P1mZTXNjCpTyR3TOnD6JRwzn9zLXtyK5ASh2tLW4LuWUpghbnD45gzJIad2eXklWlbTNJxlSm7HWFQXAhPzR3EhqMlvLS8S+ZudQm19Xoyi6t5euk+i/V6dI3w3MVDrBZY6g74qlXcPqUPy+8+i9Ep4Ty9dD+z31jHtuOWs3tE80xRz8fSGIsEwvy9+eXOSZw7oOdpzTUI8ffmrnP7sH7+FObPTGN/fgWXvPcXU/67ir15lTRKnK4tHhtDN2d71slWr7nzJJ1LRiWwI+sk76w6yvCEUKYZa3Z0NbZOgKnUNlBYoSW/3PBT0Py71vC7QktZTdv1avLKat06Nm5PEiP8+fjaM1i2t5Anft7Lxe/8xaVnJPDAjLQWNbxPzRT1fEm3NsZSVtNg13Iggb5qbj6rF9eMS+abLVk8tWSf1YbuXX2udhtBzytz3dldneWxOQPZm1fBvd/t4qc7gkiJDOjS/VtKI7xvwS5+3Z1HsJ8PBRWnxNtSZk5koC8xIRoSwv0ZnRJOdIiGmBAN/1m6n+Kq1vWnu3P+vSWEEMwYFM2kPpG89udhPlqXybK9BTw4sz/zRsbj5SWaCzF1Az3v8nkbfj4qrpuQwpM/77O43Bna0m0E3RMn6Wi8Vbx9xQhmv7GOW77YxsJbx+Pv4/ivtLpOx7bjJ3l40R6LLc6W7TtBdLCG6BANfXoEMqlPJDEhGqJD/Ay/gzX0CPa1OkAtEEo/1Q4Q4KvmoVn9uWhEHA//uIf7f0jnu63ZPH3hIHZllQHwn1/28+mGY247bmQLzurD60ra0i0GRcHygImPyosX5g1x+xN8zaEirvlkM3OHxfHyJUPtXpOkScA3ZpSwMaOE9JxydG1MkxRA5nPnndY+lWqJnaOxUbJgWw7P/rq/OdSgN/muPH0QedGOXF5YdoC8Mi3+PiqeudDxx2pJWxz5OXf7LJcmTEVC5SUI9lOz/oFz8PNx71RGgNf/PMzLyw/x1AUDuWpc8mlty5qAq70EQxNCGZsaztjUCO5fkG6xUJEnphG6Gyer65nw/AqLs067w/dz1UebKK6q59e7JnXJ/rrSAWlL0LtNyAVaTjbZcLSYyz/YxBsrDnP/jDQnW3b63H52b3Zml3Vq0lF7Av6Ps1IZmxrByKSwFiGdB2akKaERFyUswIdaO5YQcDeGJ4bx5orDVNfpCPB1vMy5ymB9txJ0U8b3iuSiEXG8vyaDucPj6NvTPeu9NOHlJXjlkmHMfnMt132yGT8fNYXllvPtOyvg5piXJlBCI66FK8V2u5rhiaE0SkjPKWdcL/ct0NdRuq2gA/x7Vn9WHDjBv3/czbc3jXP7Tkch/t5cMiqBl34/RHmtIaskt6yW+QvTOVBQgZcQpyXglnAVz0ShNc4aJHQFhsWHArAj+6Qi6N2FiEBfHpyZxgM/7GbEU8spr21wey/zm83ZrV7TNjTy7uoM1F6CIfEh3HTmKQHvisdRBefQnZ+gwgJ8SI0MYIcxy6e70O2vZh8vL7wElNUaJrW4e7uytuKjux6bpgh4N6M7P0ENSwxlzaFipJQu1Y3KkXSLqf9t8d/lh6zO8nJHrMVH40L9FDFX6FYMTwyjuKqOnJOePwjcRLcXdE9r83bf9H74mdXL7i5xUwUFU4YbqyHuyC5zqh1dSbcXdGsebbCf2i3rX8wdHsezFw3u1gWsFBTAUGFR4+3FDgt1nDyVbv8MbikTwEtAea2Om7/YxgvzhrpdY4zuHDdVUGhCrfJiSHxotxoY7fYeuiWP9qX/G8rD5/Xnz/0nmP3GWnbnlDvbTAUFhU4wPDGUfXkV1OksT7LyNLq9hw7WPdoRSWHc/uV2Ln5nAw/P7s9VY5O6zWi5goInMDwhjPf0GezNq+gWLRsVQW+DEYlhLL1zEvd+v4tHF+9l4fYcCivqKLAyA1NBQcG1GJ4YCsCOrLJuIejdPuTSHmEBPnx49ajmjkf55e7f8UhBobvQM1hDXKifxQY3nogi6Dbg5SXYbmFgxZ3z1RUUugvDE0PZ2U0GRhVBtxFPy1dXUOguDE8MI7eslsIKy13LPAlF0G3EWr56d6hcp6DgzpjG0T0dRdBt5Oy0qFavKTMwFRRcn4GxwfiovNiR7flxdCXLxQYW7cjlh22tBz9HJIYoWS4Kbo+nt/vzVasYEBuseOgKBl5cdrBVM2SADUdLlSwXBbemqR9mblmtR2dvDU8MJT2nDJ2+0dmmOBRF0G3A2sCnBCXLRcGteWHZgVbOiiF764CTLHIMwxPD0DY0cqCg0tmmOBSbQi5CiBnAa4AK+FBK+ZyV9c4ANgJ/k1IusJuVTsZaKy9QslwU3IcGfSOHC6vYk1fOvrwK9uSWk1dmOfMjt0zLnDfWkRoVQGpkoOF3VAApkQEd7mrlCphWXhwUF+JcYxxIu9+MEEIFvAVMBXKALUKIn6SU+yys9zywzBGGOpNbJ/fi34v2WFymZLkouCLaBj378yvYk1fBvrxy9uRWcLCgknpjyMHfR8WAmGACfFVU17UOJwb4qgj192brsZP8tCsP08KjMSEaM6EPJDUygLhQP5dt4xgf5kdkoC87sk5y1dgkZ5vjMGy51Y4GjkgpMwCEEN8AFwD7zNa7A/gBOMOuFjqZvXnlvLP6KAJDiMUUJctFwRWo0DY0e9z78irYk1fOkRNVzY1bQv29GRgbzHUTkhkYF8LA2GCSIwJQeYnmGLp539H/zD1VclnboCezuJqMomoyiqrILK7maHE1i3bmUqnVNb/PV+1FSmRAa7GPCiBY49yKpUKIbjHByBZBjwNMG1XmAGNMVxBCxAEXAlNoQ9CFEDcBNwEkJiZ21NYuZ/HOXB74IZ1QPx9+vG0Cx4qrPTobQMH1Ka6qY09uOXvzKtibZ/h9vKSmeXnPYF8GxYYwY2B0s3jHhfpZLSpnS99RjbeK/jHB9I8JbvFeKSXFVfVkFFWRUWwQ+4yiavbnV7JsbyF6k1ZgkYG+pEYF0MtM7BPC/FCrTg3lOTLjZnhiKMv3FXKyup6wAB+7bNPVsEXQLZ0J5s7qq8ADUkp9W9UIpZTvA+8DjBo1ymW7R+j0jTz76wE+WpfJ6ORw3rpiBFFBvgxLCFUEXMEutCdcUkryyrWnxNv4u8BktmNiuD+D4oK5ZFQCA2ODGRgbQlSQb4dt6Wz9fCEEUUG+RAX5MiY1osWyel0jWaU1rcR+2d5CSqtP+YfeKkFiuD+pUYHoGxtZe7iYBr1BGuzd33d4gqE4186cMs7u1+O0t+eK2CLoOUCCyf/xQJ7ZOqOAb4xiHgnMEkLopJSL7GFkV1JSVcdtX21nY0Yp145P5t/n9cdbpSQDKdgP8zBHblktD/yQzrask/h7q9hrDJuU1Rgal3sJ6BUVyLheEc3CPSA22KUbr/iovejdI5DePQJbLSurqeeoMXxjKvaHT1S1WrepXpI9BH1IfAhewjBjtDsL+hagjxAiBcgFLgUuN11BSpnS9LcQ4lNgibuIuamnFBnkS4NOT01DI//9v6HMGxnvbPMUPBBL8xrqdI3876/j+Ki86Bsd2CJk0j86GD8flZWtuR+h/j6MTPJhZFIYUkpWHSrigzUZFgUd7JdJFuCrpl90sEe3pGtX0KWUOiHE7RiyV1TAx1LKvUKIm43L33WwjQ7D3FMqqqxDAPdM7auIuYLDaEugdj02zaPE2xp1Oj2Ld+Y1C3l0sIZgjZoKk0HWJuyZSTY8MZSfd+XR2ChdNiPndLApliCl/EVK2VdK2UtK+R/ja+9aEnMp5bXukoNuyVOSwDdbsi2/QUHBDrQlUJNeWMl/lu7joIdOgCmrqeetlUeY+PxK7l+QjspL8PIlQ1lz/9k8ecEg/Lxb3szsnUk2PCGUSq2OjGLLTwPujvvNELAjSklcBWdgqTG5xtuLK8YkkXOyhk/WH+ODtZkMiQ9h3sh4zh8aS6i/e2dlZJXU8PH6TL7dkk1tg54z+0bxyiWpTOgd0ZyBY0vGzelSWl0PwLkvryHOAzPVuqWg19br+e/vB1ul6jShTBZScCTtCVdJVR2Ld+axYFsOjy7ey9NL9nPugB7838gEJvWJbJHm50pYytxJivDng7UZ/LanAJWX4Pyhcdw4KaVVCmQTnc24sdW+V/841Py/vbNoXAEhpXOyB0eNGiW3bt3a5fvdeqyU+xakk1lczfhe4WzPKkPbcKpgj5+3imcvGuzUL9jTq98p2M7evHJ+2JbLop25lFbXExXky0XD45g3Mp4+PYOcbV4zliYoeQlolBCkUXPl2CSuHZ9Mz2CN02yc8NwKiyU8An3VPDp7ACnG0gYRAT4t8vZd7XoUQmyTUo6yuKy7CHptvZ6Xfj/IR+sziQ3x44V5Q5jQO9LlvixrM/ecfZNRcC71ukZWHjzBgm05rDxwAl2jZGh8CPNGJXD+kFhC/J2bwmhNLEP81Kyffw6Bvs4PBqTMX2r1qdyUII2a1EjDxCdtg54/9hc258aD86/Hbi/opl75FWMSeXBWf5c4wSxh7cKIC/Vj/fwpTrBIwdUoNoZkvt+azYGCSnxUXkwd2JN5I+OZ1Ns5IRlrYimAzOfO62pzLGLt2ooN1fD138eSUVxNZlE1mcXVxlIHVeSVWy5e5szrsS1Bd01VsxPaBj3/XXbKK//yxjFM6B3pbLPaRKnqqNAekYG+3DAxhRsmprA3r5zvt+aweGcuS9Pz6Rnsy4XD45k3Mo7ePbouJGOtIqkrjUdZGoz281Zx//Q0kiICSIoI4GyzhBprNypXvR49VtC3HS/lvu/TyXADrxyguk7H00vN652dwpUuDAXXYWBsCAPPD+GhWf1ZccAQkvlgbQbvrj7KsIRQ5o2MZ87QWIfPKrWWueNKxes6k0UTHaIh34KX7qrXo+sqXCdxR6982/GT3PPdTrJKazgnrQfrjxa3Gqh1pQtDwfXwUXsxY1A0MwZFU1RZx+KduXy/NYeHF+3hySX7mD4wmnkj45nYOxKVAybUmIplk6d+TloPlxv36WgWzdD4kFaC7srXo0fF0N3NK2/QN/L6n4d5a+URYkL8eOVvwxidEt48UNt0Ydx1Th/untrXydYquBtSSvbmVfD91mwW78qjrKaB6GANF42I4+KR8fSKCnRYUsBtX21n+d5Clt450aWycTpCcVUdZ72wkl5RAZRUN7hM4oTHD4qae+VNGSyuzJETVdz97U5255Zz8Yh4Hj9/AEFmNaNr6nVMeG4FwxJC+eS60U6yVMETqNPpWbHfEJJZdagIfaMkKdyPvHKtQzI4iqvqmPryapIiAvjhlvEOeSpwNI//tJf/bTzO73efSa+o1kXGnEVbgu6aMxQ6wLbjpcx6bS0frsvkstGJLLv7TJcWcykln204xnmvryXnZA3vXDGCly4Z2krMAfx91Nw4KZWVB4vYk1vuBGsVPAVftYqZg2P46Noz+Gv+FB6alUZuWUsxh1PVDU+XyEBfHj9/IDuzy/h4XeZpb6+ryS6t4ctNx7lkVLxLiXl7uG48wgKmj4cxIRr6RQey6lAxsSF+fHHDGCb2cV0hByis0HLfgnTWHCpicr8oXrh4CD3amWhx1bgk3lt9lDdXHOHdq0Z2kaUKnkyPYA03ndmLZ3+x3AjaXhkc5w+NZUl6Pv/9/SDnDuhJSmSAXbbbFby8/BBeQnDXOe4V6nQbQTefcJNXriWvXMu4XuF8cPUZLh0rB/hldz4P/bgbbYOep+YO4soxiVa7yJgSrPHm2gkpvP7nYQ4WVNIv2j3jkQquh6NTDYUQPD13EFNfXs0DC9L55qaxLl3h0NRhlBgGdaNDnDeztTO4TcjFUmVEgKySWpcW8wptA/d8t5Nbv9xOUrg/S++cxFVjk2wS8yaun5BMgI+Kt1YecaClCt2NS85oXSLa3hkcPYM1PDJ7AJuPlfK/jcfttl170+Qw5hrFHGD90WIW7ch1ql0dxW0E3R0rI27MKGHmq2tZvDOPO8/pw4JbxncqHhfq78NV45JZkp5HRpFnlv1U6Fpq6w31yEP91MSEaBAYZj86Ykr7vJHxnNU3iud/O0B2aU37b3AClhxGbUOjXcYTuhLXdW3NcPWZaObx/bToIFYeKiIp3J/vbx7HiMSw09r+jZNS+HRDJm+vOsp//2+onaxW6K48/9sBMoqqu2SehhCCZy4azPRX1jB/YTpf3DCmQ0+oXYE7OoyWcBsP/b7p/VoVv3eVmWjmj2t55VpWHCxibGo4v9w16bTFHAxZA5ePTuLHHbku6+UouAfrjxTz6YZjXDs+ucsywuJC/XhwVhrrj5S4ZAMZa46hqziMtuI2gj53eBzPXjSYuFA/mu7tFzqwdnJHeHHZAavxfX8f+z0E3XRmKioheGf1UbttU6F7UaFt4L7vd5EaGcADM9K6dN+Xj05kfK8I/rN0v8t5vpYcRleeEWoNtwm5wKlpu1JKxj+3gpKqeqfYoW3Qsye3nG3HT7I96yS5ZZYrstn7pI0O0XDJGfF8vSmLFfsLKayoc4mZawqujWk4UOOtQtug58fbJnR571IhBM9dNITpr67h3z/u5uNrz3CZ0EvT9fOv73eha5Ru283IrQS9CSEE0wb05Nut2dTW6x1+YuaX1xrE+3gZ27NOsjevvHlCRlKEP37eKoseuiMe11IjA9BLKKioAzyz64qC/TBP961t0KP2EhwrrmZYQmiX25MY4c/9M/rxxM/7WLg9l4tdqBn73OFxPP/bASb2juRFNx2ncktBB5g2MJrP/jrO2sNFTBsYbbft1usa2ZtXzvYsg3hvP36yuTiPr9qLofGhXD8xhZGJYQxPDCMqyNdqUwpHPK59tO5Yq9eaZvcpgq5gjqXsDV2jdOr5cs24ZJam5/PEz3uZ1Cey3cl1XUlVnY4AF06Dbg+3tXx0SjjBGjW/7ys8LUE/Uall+/EydmSdZNvxk+zOLadOZ6h0GBfqx6jkcEYkhjIiMYz+McH4qFsPO3RFc1swhHqUeukKHcEVsze8vAQvzBvCzNfW8vCiPbx31UiXCL1IKamu07n0vJb2cFvLvVVenNO/J3/uL0Snb2zu0tJW9TidvpEDBZVsN4r39qyTZJcaTmwflReD4oK5amwSI5LCGJEY1qFZYo5sbguw7nAxjyzeY3W5u43GK3QNkUG+FFXWtXrd2edLalQg90zty7O/HmBJej5zhsY61R4w5J03ShQP3VlMG9CTH3fksvX4ScamRrQKfeSW1XL/gnSWpOdRVadjV3Z587IeQb6MTArj6rHJjEgKY1BcML7qrh0ksoUTlVr+s3Q/i3fmkRzhz81npfLZhuNdEt5RcG/WHS6mvKYeAS267rjK+XLDxBR+2Z3PYz/tZXyvCCICfZ1qT1WdDoBAX9fTAVtxa0E/s28UKgE3fLaFmjo9XkKgNysHXK9v5I/9JxgSH8Lfzkgwet+hhvRHF3jMs4a+UfLV5ixe+O0AdQ2N3HVOH26Z3AuNt4q06GCXamztaFytkbc78NOuPO79bie9ogK5bHQC76/JdLnPT63y4sX/G8p5r6/l8Z/38cZlw51qT7VR0BUP3Uks31eIBKrrDN6quZg3IYCfbp/YdYadJntyy/n3oj3syi5jQu8InrpgEKkmJQMcHd5xJSw9dSlZPW3z8bpMnlyyj9Ep4Xxw9ShC/Ly5ZnyKs82ySN+eQdw5pQ8vLT/E+iPFnKyud9pNp0oRdOfy4rKDNNrQn8PZ8UJbqarT8fLvh/h0QybhAT68dukwzh8a69JPEo7GUpZGbYOex37aQ4ifN0kR/sSH+VscrO5uSCl5YdlB3ll1lOkDe/LapcPReLt++CA21FBLprTaMK/EWTft6uaQi/vKovtajm0j9a4SL2wLKSW/7SngiZ/3UVip5Yoxidw3LY0Qf8c29nUHrH3H5bU6rvt0CwBeAmJC/EiK8Df+BJAU7k+i8W93vkBtpUHfyPwfdvPD9hwuH5PIUxcMcpsuQS8vP4y5X+aMVNzqesVDdyrWCnaphKBRSpeKF1oju7SGRxfvYeXBIgbEBPPOlSMYbofaL56Cte84OljDm5cP53hJDcdLqjleWsPxkhqW7S1s9vSaiAjwaRb6xHAT0Y/wJyLAx+2fgGrqddz25XZWHizi7nP7cuc5vd3qmFwltbLKGLpVBkWdxH3T+1mc0OOIEqD2pl7XyAdrM3j9z8OovQSPzB7ANeOSmtMvFQzcN70f9y3Y1arv5fyZaYxKDmdUcnir91RoG8gqMQj88dLq5r83ZZSwaGcupkMtAT4qEo0efVKkP0nhBqFPDPcnNtTPJb1c00Hi6BAN3ipBzsla/nPhIK4Yk+Rs8zqMtZu2EPDtliz+b2RClzTGUAZFnUxXTeixN5sySvj3oj0cOVHFzEHRPDpnADEh7hHn72rmDo/jh+05rDtcDGDTdxys8WZQXAiD4kJaLdM26Mk5WUtWabXRuzd4+IdOVLLiwAnq9Y3N63qrBAlhxtBNuD+JEQEkG8M68WH+TolPmw8SN81ivm5CsluKOVh2zHzVXsSGanjgh918uyWbp+YOYmBs6+/TnnQbQRdCzABeA1TAh1LK58yWXwE8YPy3CrhFSrnLnoZaw50yPkqq6nj21wMs2JZDfJgfH187iilpPZ1tlstTXtvA6JRwvv3HuNPelsZbRe8egfTu0brRiL5RUlCh5XjxqRBOVmk1x4pr2HrsZHMWBBi8x+hgDYnh/iRHBBjj9QYPPzHCnxC/luMf9kq9tNa56/e9hTw2Z2CHt+cKWHPMLhgWyw/bc3n2l/3MeWMdV49L5p5pfQm20FDdHjRnudixQmpX067lQggV8BYwFcgBtgghfpJS7jNZLRM4S0p5UggxE3gfGOMIg90J04s4xM+bOp2eBr3k1sm9uGNKny6vdueO1Nbr2ZdXwU1npjp8XyovQVyoH3Ghfow3WyalpLS6nuOlNWSV1HCsxBjKKa3hzwMnKK5qORszzN+7OZSjbdCx8mBRc9jodLI4XCXebG+sOWbzRsYztX9PXvz9AJ/9dYylu/P596z+XDDM/tlfVVodft4qlwyz2Yott6LRwBEpZQaAEOIb4AKgWdCllBtM1t8IuE4JNSdh/mhcVtuAlzA8Xt4yubeTrXMf0nPK0DVKuzQJOR2EEEQE+hIR6GvRluo6XbNHf9wo9FklNezIPlVewpTOZnFYizcH+3nT2ChduglzZwnx9+bpuYO5ZFQCjyzawz+/3ck3W7J46oJB9Olpv6bp1fXuXZgLbGtwEQeYthjJMb5mjRuAXy0tEELcJITYKoTYWlRUZLuVbsgLv7VuetEo4YuNWU6yyD3ZnlUGwPDEUKfa0R4BvmoGxAYzY1AM/zirF89cOJgvbhzD2vunYE1iO+NVW2rE4CUMYamrP97s9p56WwyJD2XhrRP4z4WD2J9fyczX1vLsr/ubY9+nS1Wd3q0zXMA2Qbd0PlqcziOEOBuDoD9gabmU8n0p5Sgp5aioqCjbrXQzVh44QV551zS98HS2Z50kOcLf6XU+Tgd7tjcz79wVF+rHS/83lGcuHMz2rJNMf3UNP2zLQVqZNe3uqLwEV4xJYsW9Z3HRiDjeW53BuS+v5tfd+ad9zNVuXjoXbAu55AAJJv/HA3nmKwkhhgAfAjOllCX2Mc+9KKzQ8sTPe/lldwFqL4HOwjRWd5m16gpIKdmRdZIz+7r3zd9aem1nJ7xZizdP7B3Jvd/v5N7vd7FsbwHPXDSYSDe+EbZFRKAvL8wbyt/OSODfP+7hli+3c2bfKJ44fyApkQGd2maVm5fOBds89C1AHyFEihDCB7gU+Ml0BSFEIrAQuEpKecj+Zro2+kbJZxuOcc5Lq/lz/wnum96P5y4a7BE9Cp1JVmkNxVX1To+fny6mXjU4bq5EYoQ/39w0jodmpbHqYBHTX1nDb3sK7LoPV2NkUjhL7pjIo7MHsP34Saa/soaXlx9CayETqD3cvRY62OChSyl1QojbgWUY0hY/llLuFULcbFz+LvAoEAG8bRx51kkpRznObNdhT245D/24m/Sccib1ieTpuYNIijB4CGqVl9vlyLsKi3bk8sTPewF4/c/DBPqq3fqza/Kqr/tkMwUVdQ47FpWX4KYze3FW3x7c891Obv5iGxeNiOOxOQNbpVJ6CmqVF9dPTGH2kBj+88t+Xv/zMD/uyOGJ8wd2KC3YE0IuwlmxtlGjRsmtW7c6Zd/2oGUhLV8enTOAOUNi3GrKtatiraWfO8wAbo9nftnPpxuOsf/JGQ5Pj6vXNfLmisO8teooPYJ8eXHeUCb2iXToPl2BDUeLeXTxXo6cqGLqgJ48NmcA8WH+7b5v1NN/MHVAT569aHAXWNl5hBDbrDnMyjzzTrBsbwFTX17NJxsyuWx0In/ee1a3r4poT563kCHUlObn7vSOCqRe10jOyRqH78tH7cU90/rxwy3j8fNRceVHm3hs8R5q6zsejnAnxveK5Jc7J/HAjDTWHS7m3JdX89bKI9Tp2j5uQ8jFvbNc3Pv5oovJLavlscV7+WN/IWnRQbx1xQi3j+86m3pdIwcKKtiVXcbO7HLSc8qap7Ob4wkZQr17GmaoHi6sag7NOZphCaH8cucknv/tAJ+sP8aaw8W8dMlQjz53fdRe3DK5F+cPi+Wpn/fx4rKD/LA9hyfPH2TxKUXfKKlt0Lt9yMW9re8idPpGPll/jFf+OISU8ODMNK6fmIK3UkirQzQ2SjKKq9mVXUZ6Thk7c8rZn1fRXD8lIsCHoQmhFFRoqdS2zi32hAyhgwUVANz4+VbiunBcReOt4rE5A5navyf3LUhn3jsbuGVyL+46p69H15KPC/Xj3atGsurgCR77aS9XfrSJ2UNiePi8AS16BjeVzvX4QdHuzs7sMh5auJt9+RVMSevBkxcMtCke192R0lAXZVd2GbtyytmVXcbunHIqjZNA/H1UDI4L4boJyQyJD2VoQkhzW0BrMXR3zxBatCOXJ3/e3/y/Mxo5jO8dya//nMRTP+/jrZVHWXGgiJcvGUr/mOAu2b+zmNyvB8v+GcF7qzN4a9URVh44wd1T+3LN+GS8VV4eUZgLlEFRq1RoG3jxt4N8sek4PYJ8eXzOQGYMirZ7nNxT+mWW1zSQnlvWInRywthtXu0l6B8TzJD4EIYmhDIsIZReUYFtDgp6wudifgw19TpO1jS0Wi8u1I/186d0uX3L9xXy4MJ0ymsbuGdqP246M9Wt65jYyvGSah7/aS8rDxaRFh3E1AE9+XZLNicq6wjz9+axOQNd+lxra1BUEXQzpJQsSc/nySX7KKmq4+pxydw7rS9BDqjw5orZHLYIqbZBz968iubQya6ccjKLq5uXp0YFMDQ+lKFGAe8fE+wWrdDsiaXv1hoCyHzuPMcbZYGSqjoeXrSHX/cUMDIpjJf+byjJnZyY405IKfl9XyEPLEinrLblTdbZ12B7KIJuI1klNTyyeA+rDxUxKC6YZy4czJD4UIftb8JzKywWWnKWx2b5BuPFHef0ITLAl505Bg/8YEFl8yzY6GBNs+c9ND6UwfEhHpvv3BGsfbeWcNb33YSUksU783hk8R50eslDs9II9FXz398PufUTki2Me/ZPi4Pwzv5O2qItQXfvgNFpYOqJxoRoGJ4Yyh/7T6D2Ejw6ewBXd0H3IGtZG7lltej0jV3evchyQ+ZGXvjNkC4YpFEzND6Uf5yVaoh7x4e2GFhSOIWtGTmuMDYghGDu8DjGpIZz/4J0Hlm8Fy9BcwN2ZzVt7goKPCyjqlsKurknmleuJW93AUPignnv6lFd1j2oZ7CGggrLJ9S0V9Zw17l9mD0ktsvimm2dxCvuPYvkiACPLM9qb5ak51muXgeE+nkT4Kt2Sc83JsSPz68fzbAnl1NuFoZwRtPmrsBaOWJ3zajqloJuretLSXVDl4l5Tb0Ob1VrcfTz9uLS0Yn8dbSEu77ZyVsrj/DPc/syY2C0w8XU2skdF+pHalTrDj8KLZFS8vqfR3jlj0OkRPiTX6FF23CqpZ2ft4rHz3f5ATcqalsP3IL7eq1tYe/Cac6mWwh6i/BKqIa8Muc+Zun0jdzx1Q5yy2q5cVIKv+4uaOWxNTZKftmTzyvLD3Hrl9vpHxPM3ef2YeqAng6bkXrZmAT+u6xlbTV3Prm7Em2DnvsWpPPzrjwuGmEoxvXr7gK3zNSxdmOPCfW88Jq79iW2hscPinYk26ArBkKklDyyeA9fbMzi6bmDuHJs24199Y2Sn3bl8tofhzlWUsPguBDumdqXyf2i7CrsUkr+9t5G9uSWEeLvQ0G51u1P7q7iRIWWv/9vG+k5Zdw/PY2bz0p16zIQ1q6ZgbHB/HDL+G6XseRqdOtBUWvhFUHLLh1d5Ym+tyaDLzZmcfNZvdoVczBUz7tweDxzhsSycEcur/95mOs+3cLwxFDundqPCb0j7CIeP6fns/lYKc9cOJjLxySe9va6C3vzyrnxs62U1TTw7pUjmT4w2tkmnTaWvNYxqeH8uCOXqz/azAfXjFIymVwUj/fQU+YvtTpAFRfq1yWPWU0hn6bH2OEJofxwy/hOxcTrdY0s2JbDmysOk1euZXRKOPdM7cvY1IhO21dTr2PKf1cTEejDT7dP7BaTS+zBsr0F/PObnYT6e/PhNaMYGBvibJMcyk+78rj3u530igrk8+tH0yPY80Iw7kC39tDbGujrijxTS4+v+wsq+GlXXqduID5qLy4fk8jFI+P4dks2b644wqXvb2RC7wjumdqXkUnhHd7m2yuPUlCh5c3LhytibgNSSt5dncELyw4wJD6UD64a2S3E7fyhsYT5e/OP/23j4nc38Pn1YzrdHUjBMXhuVR4jd53Tu9VrXTnQZynko21oPO1SsL5qFVePS2bN/WfzyOwBHCyo5OJ3/uKajzezM7vM5u0cL6nm/TUZzB0Wy6jkjt8Muht1Oj3/+j6d5387wOwhsXx709huIeZNTOoTxdd/H0uVVsf/vbuBPbnlzjZJwQSPF/QaY+3nyECf5qa6XTmt11rmjL0yajTeKm6YmMKa+89m/sw00nPKmPvWem78bAt789q/2J5euh+1SjB/Zn+72OPJlFTVccUHm/hhew53n9uX1y8d1i0HCIcmhLLglvH4qlVc+v5GNhwtdrZJCkY8OuTSoG/kg7WZjEoKY8Et451iQ1dNXPD3UTcPtH66PpP312Rw3uvrmDEwmrun9qVfdFCr96w+VMTyfYXcP6OfMuOzHQ4WVHLDZ1soqqzjzcuHM3tIrLNNciq9ogL54ZbxXP3xJq79eAuvXTqMmYNjnG1Wt8ejBX1Jeh65ZbU8cf5Ap9nQ1RMXAn3V3D6lD1ePT+ajtZl8vC6TZfsKOG9wDP88ty97csubsxdUXoKIAG9umJjiEFs8hZUHTnDH1zvw91Hx3T/GMTQh1NkmuQTRIRq++8c4bvhsK7d+tZ15I+PZcKTEI/K53RWPzXKRUjLztbU0Sslvd53p1Cnri3bk8ujiPVRodcSEaHhgRlqXnehlNfV8sDaDT9Yfo6Zej0oI9CbfuY/KixfmDVEuPAtIKfloXSbP/LKf/jHBfHhN15WFcCdq6/Vc/M569uVXtnjd1asWuivdsqfoqoNFHCio5B9n9nJ6/ZG5w+N47yrD59/VJ3iovw/3TU9j7f1nE+irbiHmAPX60x+g9UTqdY089ONunl66n2kDovn+5nGKmLdBU+17UzylD6w74bEhl3dWHyU2RMP5w1wj1jk4PgQhYFd2OZP79ejy/UcE+jZ3ZTHHE2t0dAbTEhHeai/qdY3cdnYv7p3az+lOgSsgpSSvXMv+vAoOFFSwP7+S/fkVZJZUY+1BXzm3uhaPFPTtWSfZnFnKI7MHuEzfz0BfNb2iAknPKXOaDZ5WWc6emM8XqNc14q0S9OkR1C3FXNug52BBZbNw78uv4EB+BRUmvV4Twv3oHx3MnKGx/G/jMUqrWxf1Us6trsUjBf3dVUcJ8fPm0jMSnG1KC4bGh7L60AmklE6p9eFpleXsiaX5Ag166ZElY01p6v26P7+lcGcWVzfXQ/f3UdEvOojZQ2PpHx1E/5hg+kUHtejilRIZoJxbLoDHCfqRE5X8vq+QO6f0Pq2Gr47oaTk0IYQftueQV64lzgmei6dVlrMnbTUbeXn5IWYOiiYtOsiti25pG/QcLqwyiHdBBfvzKzhQUEmZSZ/T+DA/+scEc96QU+KdGO7f7lOKcm65Bh4n6O+tzkDj7cU145M7vY1FO3KZvzC9uZa1vTq2NLWz25Vd5hRBB4P9ykXWGmvhKB+VF2+sOMzrfx4mJTKAGYOimTUohkFxwS4r7lJKCivqTITbGOsurkZvdLv9vA1e98xBMfSPOeV1B59G71zl3HI+HiPoi3bk8tyv+ymoqCPAR8Xaw8Vtnlw6fSP55VqyS2vIPllDdmktOSdryD5Zy46sk82Pm03UNuh57Kc99AzWMCAmmBD/jp/4/WOC8FYJduWUMUuZhOFSWAtHPXvRYCb0juT3fQX8tqeA99dk8M6qo8SH+TFzUDQzBsUwPCHUaXF2bYOeIyeqmkMmBq+7gpMmXndcqMHrnjkomv4xwc1et1K3x/PwiDx0a82NH5yZxsC4ELJLa1sId/bJGvLLtc3eCoCXMLTgSgj3Y2NGabv7bLpIBsQGMyDG8JMQ7teu13b+m+sI8FHz9U1jO3/ACg7BljDbyep6lu8v5Nfd+aw7UkyDXhIdrGHGoGhmDopmVHK4Q4RSSklRZR37jMJ9wBgyOVp0yuvWeHvRLzq4OVTS5HUrpW49i7by0D1C0G3tsB4V5EtCmB8J4f4khPmTEO5n/O1PdIimOSPG2vaigzU8P28I+/IMF9O+/AoyiqqavfkgXzVpMUEGgY81XFB9ewa1qPdxxQcb2XC0BECJM7o55bUNrDhQyK+7C1h9qIg6XSORgT5MG2gIy4xJDWdpen6H48p1uiavu5IDJmGT0ur65nXiQv1IMxHutJggkiMCFK+7G+Dxgt5WzfNPrj2DhHA/4sP8bS6kZNnjtzzrrbZez6FCQ3ZAk9Dvz6+g2lgUTOUl6BUVQP+YYGSjZOmeghZPBspsOs+guk7HyoMn+HVPASsPnKCmXo+ftxd1usYW4TtvleDFeUObv+8TlVoOGEMlTWGTo0VV6Ixv8lV70S86iP7RwfSPCSItJpj+0Z0L+Sl4Bh4v6NY86tOpeX46WS6NjZKs0ppmL75J6PPKLfcy7ara7Apdg7ZBz+pDRdzx1Xbq9a2vL1+1F6NTwtmfX0Fx1SmvOyZEY/S4g0iLNnjeKZGK163QktNucCGEmAG8BqiAD6WUz5ktF8bls4Aa4Fop5fbTsroDOCK/+nRG7L28BMmRASRHBrSoQGftSUKZTedZaLxVTB8YbVHMAep0jZTVNDAlrUezcPePCSLU36eLLVXwNNoVdCGECngLmArkAFuEED9JKfeZrDYT6GP8GQO8Y/zdJbhLDqwyU1OhiZ/vmOhsExQ8EFs89NHAESllBoAQ4hvgAsBU0C8APpeG+M1GIUSoECJGSplvd4ut4A45sMpMze5FqJ83ZbWtp8OHKlknCg7ClkIncUC2yf85xtc6ug5CiJuEEFuFEFuLioo6aqvbM3d4HM9eNJi4UD+ndE9S6FoeP38g3mbxb28vweNOrM+v4NnY4qFbGpExDw7asg5SyveB98EwKGrDvj0Od3iSULAP7hIKVPAcbBH0HMC0ylU8kNeJdRQUuh3KDVyhK7El5LIF6COESBFC+ACXAj+ZrfMTcLUwMBYo78r4uYKCgoKCDR66lFInhLgdWIYhbfFjKeVeIcTNxuXvAr9gSFk8giFt8TrHmaygoKCgYAmb8tCllL9gEG3T1941+VsCt9nXNAUFBQWFjuAa7XwUFBQUFE4bRdAVFBQUPASn1XIRQhQBxzv59kig2I7muAvKcXcfuuMxQ/c87o4ec5KUMsrSAqcJ+ukghNhqrTiNJ6Mcd/ehOx4zdM/jtucxKyEXBQUFBQ9BEXQFBQUFD8FdBf19ZxvgJJTj7j50x2OG7nncdjtmt4yhKygoKCi0xl09dAUFBQUFMxRBV1BQUPAQXFrQhRAzhBAHhRBHhBDzLSwXQojXjcvThRAjnGGnvbHhuK8wHm+6EGKDEGKoM+y0J+0ds8l6Zwgh9EKIeV1pn6Ow5biFEJOFEDuFEHuFEKu72kZ7Y8P5HSKE+FkIsct4zG5fG0oI8bEQ4oQQYo+V5fbRMimlS/5gKAR2FEgFfIBdwACzdWYBv2Koxz4W2ORsu7vouMcDYca/Z7r7cdtyzCbrrcBQV2ies+3uou86FEN3sETj/z2cbXcXHPNDwPPGv6OAUsDH2baf5nGfCYwA9lhZbhctc2UPvbn1nZSyHmhqfWdKc+s7KeVGIFQIEWO+ITej3eOWUm6QUp40/rsRQ/15d8aW7xrgDuAH4ERXGudAbDnuy4GFUsosACmlux+7LccsgSBj8/lADIKu61oz7YuUcg2G47CGXbTMlQXdbq3v3IyOHtMNGO7s7ky7xyyEiAMuBN7Fc7Dlu+4LhAkhVgkhtgkhru4y6xyDLcf8JtAfQ5Oc3cBdUsrGrjHPadhFy2wqn+sk7Nb6zs2w+ZiEEGdjEHR3byFvyzG/CjwgpdQbHDePwJbjVgMjgXMAP+AvIcRGKeUhRxvnIGw55unATmAK0AtYLoRYK6WscLBtzsQuWubKgt5dW9/ZdExCiCHAh8BMKWVJF9nmKGw55lHAN0YxjwRmCSF0UspFXWKhY7D1HC+WUlYD1UKINcBQwF0F3ZZjvg54ThqCy0eEEJlAGrC5a0x0CnbRMlcOuXTX1nftHrcQIhFYCFzlxp6aKe0es5QyRUqZLKVMBhYAt7q5mINt5/hiYJIQQi2E8AfGAPu72E57YssxZ2F4IkEI0RPoB2R0qZVdj120zGU9dNlNW9/ZeNyPAhHA20aPVSfduEKdjcfscdhy3FLK/UKI34B0oBH4UEppMfXNHbDxu34K+FQIsRtDKOIBKaVbl9QVQnwNTAYihRA5wGOAN9hXy5Sp/woKCgoegiuHXBQUFBQUOoAi6AoKCgoegiLoCgoKCh6CIugKCgoKHoIi6AoKCgoegiLoCgoKCh6CIugKCgoKHsL/A/Ud6gy0ZKo6AAAAAElFTkSuQmCC\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00157 , distance= 8.15514 acc.steps=2\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "T= 0.00141 , distance= 8.15514 acc.steps=0\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from numpy import random\n", "\n", "ncity = 100\n", "maxSteps = 100*ncity\n", "maxAccepted = 10*ncity\n", "Tstart = 0.2\n", "fCool = 0.9\n", "maxTsteps = 100\n", "\n", "random.seed(1)\n", "\n", "R = random.random((ncity,2))\n", "city = range(ncity)\n", "\n", "ncity = TravelingSalesman(city, R, maxSteps, maxAccepted, Tstart, fCool, maxTsteps)" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "Plot(ncity,R, TotalDistance(ncity,R))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Homework\n", "\n", "1) Implement Traveling Salesman problem.\n", "\n", "2) Test traveling salesman problem and plot distance $d$ versus $N$, where $N$ is number of cities. What is the optimal curve distance?" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.5" } }, "nbformat": 4, "nbformat_minor": 2 }