474 lines
419 KiB
Plaintext
474 lines
419 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"# Time - Frequency Analysis with Borehole Data"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"# Moving window analysis"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"One way to analyse the time-varying frequency content of a signal is to\n",
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"apply windows in the time domain to the signal and to calculate a Fourier spectrum\n",
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"of the windowed part. The window marches along the signal with defined overlap creating\n",
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"a series of Fourier spectra associated with the center times of the windows. The resulting amplitude\n",
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"spectra are the plotted versus window center time. In more detail:\n",
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"\n",
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"1. Choose windowing functions: $w(t,t_m)$ with $t_m$ the center of the window.\n",
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"2. Multiply windowing function with time series: $f_m(t) = f(t)w(t,t_m)$\n",
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"3. Detrend the windowed signal.\n",
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"4. Perform a DFT: $F_{km} = \\Delta t\\sum_{n=0}^N f_m(t)\\exp(-2\\pi i \\frac{kn}{N})$\n",
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" and calculate the absolute value, $|F_{km}|$.\n",
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"5. Plot the resulting matrix: $|F_{km}|$ in the time-frequency plane."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"source": [
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"# Borehole Data and Test Site\n",
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"\n",
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"Within the scope of constructing new buildings for the International Geothermal Center in Bochum in 2013 wells were drilled for the installation of a geothermal heat exchanger. Bore holes were drilled next to the newly constructed building (Station GEO3). A downhole hammer was used with a diameter of 152 mm. The drill bit operates by water flushing through the drill rod. The water flow rate determines the working frequency of the hammer.\n",
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"\n",
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"To observe the drill bit noise a temporarily operating 2-D seismic network was installed around the drill site. Here, the noise of the used downhole hammer is investigated. An array of 16 seismological stations was installed in the test site. Four Mark L-4C-3D 1 Hz sensors, eight S-13 1 Hz sensors, one GS-13 1 Hz sensor and two Güralp CMG-3ESPC broad-band 120 sec – 50 Hz sensors were in use. Additionally an accelerometer was fixed to the drill rod (GEO11, blue triangle).\n",
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"\n",
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"Some of the stations were positioned within one of the infrastructure tunnels servicing the university containing water conduits, long-distance heat line and electric cables (e.g. Station GEO4 and GEO05). Thus, noise could be reduced that might disturb the recordings. Other stations are located within buildings (e.g. Station GEO2 and GEO03) ore outside (e.g. Station GEO6 and GEO07)."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"source": [
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""
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"source": [
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"Drill bit noise was recorded up to the maximum drilling depth of 200 m. A drilling cycle is characterised by switching on the water pump, followed by the drilling with higher amplitude signals, that lasts several minutes. The water pump\n",
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"is stopped about 5 to 15 minutes after the drilling finished depending on the drill depth."
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"outputs": [],
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"source": [
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"# Preparation: load packages\n",
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"from obspy.core import read\n",
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"from obspy.core import UTCDateTime\n",
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"import numpy as np\n",
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"import matplotlib.pylab as plt"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"outputs": [],
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"source": [
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"def hann_window(dt, tlen):\n",
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" \"\"\"\n",
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" Calculate samples of the Hann window for given DT and TLEN.\n",
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" Number of samples is assumed to be int(tlen/dt)\n",
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" :param dt: sampling interval\n",
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" :param tlen: length of window\n",
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" \"\"\"\n",
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" ns = int(tlen/dt)\n",
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" return 2*np.sin(np.pi*dt*np.arange(0, ns)/tlen)**2"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"outputs": [],
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"source": [
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"def boxcar_window(dt, tlen):\n",
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" \"\"\"\n",
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" Calculates samples of a boxcar window (all ones)\n",
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" Number of samples is assumed to be int(tlen/dt)\n",
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" :param dt: sampling interval\n",
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" :param tlen: length of window\n",
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" \"\"\"\n",
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" ns = int(tlen/dt)\n",
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" return np.ones(ns)"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 4,
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"metadata": {
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"jupyter": {
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"outputs_hidden": false
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},
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"outputs": [],
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"source": [
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"def movingWindowAnalysis(data, dt, winfun, twinlen, tmove):\n",
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" \"\"\"\n",
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" Performs moving window analysis of a time series.\n",
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" :param data: data array\n",
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" :param dt: sampling interval (seconds)\n",
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" :param winfun: name of the window function to be called\n",
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" :param twinlen: window length (seconds)\n",
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" :param tmove: displacement of moving window in seconds\n",
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" \"\"\"\n",
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" fwin = winfun(dt, twinlen) # compute window values\n",
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" nwin = fwin.size # nuber of window samples\n",
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" ndata = len(data) # number of data samples\n",
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" nseg = int((ndata-nwin)*dt/tmove)+1 # total number of expected data segments\n",
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" mwa = np.zeros((nwin//2+1,nseg)) # array for resulting matrix (rfft returns N/2+1 samples) \n",
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" ka = 0 # start index of data segment\n",
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" ke = nwin # end index of data segment\n",
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" jseg = 0 # initialize data segment counter\n",
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" #print(f\"ndata = {ndata}, tmove = {tmove}, dt = {dt}\")\n",
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" while ke < ndata: # loop over segments\n",
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" #print(f\"processing segment {jseg}...\")\n",
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" #print(f\"ka = {ka}, ke = {ke}\")\n",
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" seg = data[ka:ke] # get data segment\n",
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" seg = (seg-seg.mean())*fwin # subtract mean value of segment and multiply with window\n",
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" ftseg = np.abs(np.fft.rfft(seg)) # abs value of Fourier transform\n",
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" maxft = np.amax(ftseg) # max value of Fourier transform\n",
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" ftseg = ftseg/maxft+1.e-10 # normalize spectrum to its maximum, remove zeros\n",
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" mwa[:,jseg] = np.power(ftseg,1.0) # assign values to the matrix\n",
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" ka = ka+int(tmove/dt) # move window start\n",
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" ke = ke+int(tmove/dt) # move window end by shift\n",
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" jseg = jseg+1 # increase segment counter\n",
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" return nseg, mwa # return number of segments and moving window matrix"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "slide"
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}
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},
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"source": [
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"## Reading and preparing the data to analyze"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 5,
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"metadata": {
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"jupyter": {
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"outputs_hidden": false
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"1 Trace(s) in Stream:\n",
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"en.e3987.11.HHZ | 2013-01-23T13:00:00.000000Z - 2013-01-23T13:29:59.998000Z | 500.0 Hz, 900000 samples\n"
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]
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},
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{
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"data": {
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"text/plain": [
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"1 Trace(s) in Stream:\n",
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"en.e3987.11.HHZ | 2013-01-23T13:16:00.000000Z - 2013-01-23T13:25:00.000000Z | 500.0 Hz, 270001 samples"
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]
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},
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"execution_count": 5,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"# data from stations, Jan 23 2013\n",
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"\n",
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"# datapath = geo2.1400.HHZ\n",
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"record = '1300' # either use record starting at 1300 or 1400\n",
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"datapath = 'geo2.' + record+ '.HHZ'\n",
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"\n",
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"if record =='1300':\n",
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" stime = UTCDateTime('2013-01-23 13:16:00Z') # use record starting at 1300\n",
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" etime = UTCDateTime('2013-01-23 13:25:00Z')\n",
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" ttitle = ', depth: 36.5 m'\n",
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"else:\n",
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" stime = UTCDateTime('2013-01-23 14:10:00Z') # use record starting at 1400 (14:14-14:23)\n",
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" etime = UTCDateTime('2013-01-23 14:20:00Z')\n",
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" ttitle = ', depth: 56.5 m'\n",
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" \n",
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"st = read(datapath) # read file using obspy read\n",
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"print(st)\n",
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"\n",
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"st.trim(stime,etime) # trim data stream to desired start and end time\n",
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"st.detrend('linear') # do a linear detrending\n",
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"st.detrend('demean') # subtract mean value"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {
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"slideshow": {
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"slide_type": "subslide"
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}
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},
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"source": [
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"## Plot the seismogram"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {
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"jupyter": {
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"outputs_hidden": false
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}
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},
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"outputs": [
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{
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"data": {
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"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 800x250 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"tr = st[0] # extract first trace from stream (there is only one)\n",
|
||
"tr.plot(); # plot trace"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 7,
|
||
"metadata": {
|
||
"jupyter": {
|
||
"outputs_hidden": false
|
||
},
|
||
"slideshow": {
|
||
"slide_type": "subslide"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Sampling interval: 0.002\n",
|
||
"Length of trace [s]: 540.0020000000001\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# Cell 2: Preparation of window\n",
|
||
"twinlen = 5.0 # window length in seconds\n",
|
||
"ndata = tr.stats.npts # number of samples\n",
|
||
"dt = tr.stats.delta # sampling interval\n",
|
||
"\n",
|
||
"print(\"Sampling interval: \",dt)\n",
|
||
"print(\"Length of trace [s]: \",ndata*dt)"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 8,
|
||
"metadata": {
|
||
"jupyter": {
|
||
"outputs_hidden": false
|
||
},
|
||
"slideshow": {
|
||
"slide_type": "subslide"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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\n",
|
||
"text/plain": [
|
||
"<Figure size 1080x432 with 4 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# Plot the window function and its effect on the time series\n",
|
||
"\n",
|
||
"fwin = hann_window(dt, twinlen) # Hann window\n",
|
||
"plt.figure(figsize = [15,6])\n",
|
||
"plt.subplot(221)\n",
|
||
"plt.plot(fwin,'-k')\n",
|
||
"plt.title(\"Hann window\")\n",
|
||
"seg = tr.data[0:fwin.size]*fwin # multiply data with window\n",
|
||
"plt.subplot(222)\n",
|
||
"plt.plot(seg,'-k')\n",
|
||
"\n",
|
||
"fwin = boxcar_window(dt, twinlen) # Boxcar window\n",
|
||
"plt.subplot(223)\n",
|
||
"plt.plot(fwin,'-k')\n",
|
||
"plt.title(\"Boxcar window\")\n",
|
||
"seg = tr.data[0:fwin.size]*fwin # multiply data with window\n",
|
||
"plt.subplot(224)\n",
|
||
"plt.plot(seg,'-k')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 9,
|
||
"metadata": {
|
||
"jupyter": {
|
||
"outputs_hidden": false
|
||
},
|
||
"slideshow": {
|
||
"slide_type": "subslide"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"name": "stdout",
|
||
"output_type": "stream",
|
||
"text": [
|
||
"Frequency range [Hz]: 0.0 250.0\n"
|
||
]
|
||
}
|
||
],
|
||
"source": [
|
||
"# carry out the moving window analysis\n",
|
||
"tmove = 0.2*twinlen\n",
|
||
"nseg, mwa = movingWindowAnalysis(tr.data, dt, hann_window, twinlen, tmove) # compute spectrogram\n",
|
||
"freq = np.fft.rfftfreq(fwin.size,dt) # Fourier frequencies\n",
|
||
"print(\"Frequency range [Hz]: \",freq[0],freq[-1])"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 10,
|
||
"metadata": {
|
||
"jupyter": {
|
||
"outputs_hidden": false
|
||
},
|
||
"slideshow": {
|
||
"slide_type": "subslide"
|
||
}
|
||
},
|
||
"outputs": [
|
||
{
|
||
"data": {
|
||
"image/png": 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zkqKdaxSJQnq5B8z79nMH9l6qERj5NxzT5vIUblGC8hRUt3BXa8Drd2kxBxUFA7GmA20Mg6+UKV84BzcvYYoEZpbxJAOweZxj81ChPgGKMwfdODit4MqcqVet4Lp+obJ1DXIO9Og+XJbCpZofmH/pNBHchpPHSFAo5ZkHcaZ/aTKfTAbw8XQelHl9s9KaPwd6vbLojaW1bR9OlaUM9IqcJa4Ax+uJR0W008ozZv6zQaIWaTd5jMaLzU0b29RGODjnrgwCVrwyE0zc+Hoi142DseW3sbRz515usdDdxK5d1+L7lniIAWg3wz7c1kDYJ8m4TV+Am8HzCHxzuybm8bbXndxcX8JRMAZUcazFp5Gd3gTOXoZZHX831W66t33XnPqtHHfjRn0Dcxk/39ue6zbX3Xf8p3GO/HkavfvGefxsf9p9u64fn0cfrvvtbb6b6mPc/qsEBPeNyT6mBdi//u077+Q5Pkc1iQdEpH2IScIKJPLgrz92eE9TMWSD0JUo7i0co5LJRHUAABWZrPscvZEDepLlCuCu3//760UAKkq6Auj+HDEgMjEInABykVN6bEcFMOX3fUrS3euO5Zki9dyXJ2Gw/42A1lRSGR+iM6mSCr+dWGuIRr/TAwAp5wjA3h/nfL4JJfk0koRj6NoOtuv4s7JA+9XX0C4TmEJh/v4GqjMs+bXEzGCasupOmDtJdpgkcEUGV2bAyRK0bYCLK3b2A6BZCZp7AsZaqE0Ft9nyeVLuD4mtSDzPSSugLBiU1g3U1Zpxh1ZwecrAUhGqxzOfqRNI1x1AAJ0sQZ0FtQYmBZqlQrsgbB48Rrp2yM87ZGc11KaFOr8aJmlpWqhtDXs4BzqL5KpGe1LAPSihXjuEyRSoc5h9XENXHaj+Ask4X7a5LEH71sOehdMKptDIXoDB3mYTxZ61sD7oEwBLI48P+B/GckCotVBVB326glttgLrG4Q9LHOacoMVdXvFknJWcGaj2mTV9MhNoDbVcgBZznkyGM+q4tAQ6C7WugG3F2TmzjD0zXtdLrQ80bVrA8eLmavYUMFNn+lSxkiWoYO8CEYHms2EyFoAZy3DDxNS1ZAFyjplHMVIkllAYUOIX1K43+8Fd5O0afB6Ou4GdudYYiDxF4c+4CxNMXHzOcV+ihW3nPuJrxt/Fmvu47+MF9bbs23WM0AB0mmkZ7ZSccurcnwagXHedqd9GC/5LnXvq2GszjE0YR2NDKJb+7DgKxte6haEax4tc9yzH5/o0LGx83U/b333nfBm2bnx8+PseY2rf3JsCHS/DJr5Muw343LfmfBanxNT7P/XsZY58Gvb4pnabMX1Z9mjq+H3PcfycbwPWr1ujfprg7/NkwT4N2733uGjfvC58YO++Ea2HL+sQfJn78E5WOJ+Aq+3YGR4nhAjqiigJmoRajO2E6DdjlQ47mBHsD8kzII7ncRhaAJNpwnZQlFVc7LKpRCZ83V6OKnkU4nP2YYQ+R4IHmgF8jkNGpvbscX6GHSClou89SDIR8CXly4aNnLHOYSejyo5zMWI8/TgP5IHGemCpJ536Y9VaPzYTz1ErhDCZMcAP3YvOZSwcOjbp4pwUXt6ZXGxBtkDX6JBokIqCw6A8WYGu48QqTQOkFpSlcMs5Z8C0gJ0lUEQMFDdbvm5ZwPkkMMhSzvPRdUDn+xZLPpUfnyRhe77MGdjVDZClsHkKOAdVd/xfk8JmCu1CQ287qFUDJArdQQGbaxz8uOLh1ITqhOeeSwjNcY6kTJBWNboHB+iWKazuxypddf01agNTaNTHKZwCQq0CBVD6C8zsOSJsH+XYHisU5xbFaYvi3RdM77ZtTxMDnMI1SxmpZxlTu00Le+hBks1DmQT4RcMBnKClbvh4IKB4lDko0VAekAHgl2kxh13M+FDbgTpOxeoSBTfLOY0sANe23J804YXT/+e2LK0krfl7ySTacTCm3fqUro1nLPMcWMw5Va1SDOKu1j55jOPSDFoBAli14pSuTQu3XvcLIxBiFankwFZ+ETkL0s5iuMPexZ6jPtj5xpTGcYsNpxhIjIKh+4ULA++X8zGSA6+TLDajRTfcSyxfGIGEvYAyvm/p99T3L9N2PHgx0I028wH7eYuNfQeA36Iv+44R4Dt13n2/mwpuD8eTP1X0POxu7MFOLMQtgtgnr+XnEZ8DwzEP47rfwTB2BgzONf5+fN5xX64znMcM5U2G38uyaOPP9jHwUyBm6nr7jrnu/bjut5+VEfo8GaXbOCv2HXuba93GsfIyLX6mn4UVCsdFgOI61vql+jgBbm4LPj7tGI9//2nmQbw3xZ992hbvc+MxuencAsDGTslxnwfHT1z7puOizwWQwJhQL43yjIFWZuCa1ifdkCzZo/JGoiTyf+dLU++Q1wiJ7QCEclGDJDDxOMVxctax8RvFYQmQIZ+gLd7LnXX8eXyLexRMzqo+e6K/rvzZZwSPWMJ9sXsT596RTcb980lcwpjEWTX3MMQUgYQ4W7mTcUgokAVwUdbKAIxdXzpB1GJACCEiZQFKd8fTAz25r51soJ2PbRNg2HVAByYkvOJOpQkzfFcrUN0gPTqAPpyjuVeCljn0pgS1zJKFeDnAkxaK+7zasHotz6Aatv9dojku0LIqD15xZ/MEWlRzlucyygLu7JxBpTFQpIBZifXX7oE6B2X4ntu5Rjsj2IRgCqA5IKgW0LVDceZQ38uhDjJYTRxbB2D2wQqmTNEuUiRbtotU69AcJujmGjY5gfWArXheQW0aoGlx8esP0M4K2BRI1zzP2wWhPibYFFCNRvHcobi43s7+QoO9riRsTxSKM4uDP3oKWvkMmRNGPpUFaLmAXZawWQJqOtCmZoAHsLdqtQlJVGTyIE1AsxnccgYQwRIBClBPz+A2W9ht1ach7jrg3IJW6562BljWScReiKsruKqGMxaq7bx3gevfxbJMXjR9khcBlNZB5XmYiCF1bNMCL84D/e+8xMLVFWAqOADqwT3OIJQnoKttrxGWphRnJ9KKsxGJltnYIZiCGOK7Bnec4ncAlKaM85sMxoGxG6UFFjmJ/84pwLUeHGvs1vuMAad4GuWruK7hdewScLuN/WW+32c43UbKOPVZzGjFv3P7N4c47fLgnJPAYMJAG/dz6h72nm9iU4pPaab/PtluEWM4SPssx04Z2reVj8ZzcqrdaKjd0PaxIJ83AxI7EXbA80saxnvZwVscO+7TdUza1PGf5jrxMfvO8zLjPe73dQzovut8FhB13Xn2rbc3PuMJADG1Rr0keNybXOsmZnifE+S27bO8P5/luvtaeP+uYWmum0M3KStuc+2b2uia4kgmreG2Vf+F3d0HKI0Su5AkSbNewWRhR9LHuOZaXBd3kJiFlHfq+h9KUhYJ1/BZH8P1gEmn82DI43i28FHMVsZ7Ws+0DcogiJ1kwJJMRVAJBRtqOmtpBFzjuoFx2ylDEb1DA6np8JxBFipNMdDjcmSe/PB2pGsaHg/X9qUTpGzAyMYjLf3tr+faiM1NyavHbO+UHzUqiiAHdlUFdC70kaAZkCUajgjZiy2obrm2nlezgSgCaSmDtCKDmUcl1poO1Pk1pTNAomGPF9i8WsJkhIPvX4G2NexmA0oTjv9r2uC0gHVwdc2fKQCaYBVQH2h0JcHkwMGP2YY2hUL5SQW9aUBVC1eksGWKzSsltvcU2iVhe+8Q6cYiXVlcvpnApgQywMXXDdyyAwyhfDdF+cxBvbqAyQBTEK6+bKAroHhOmH9ikGwMXELQ3zWg1kK1FibXcL/IzF5SOxz8uEG6YoaOFiUvJBacEeeFjSrR957O5iiHblNoraGfnYfijM5n+kGeMxhyjvW8WceTRSvYwxLbxwXywxLJZQX6wU948Wt9oKhn4tx6HZKphBexbZiZi7JvghRoPucg5whYQRY6RaCs7GuNbD0dLQlejGG5p88KRGXB96B9mlZJ6LKpgNWaWcTDJTArOVDVyzfDgtQaX7fEF3L3JSucscOX1rX9xjsBMpy7YfMfb5y39dg6yzGSRkF5yp+yNGwM+wqDBpbPjxkwAqRTdWimQMvL9ndf22sU79m8b2NojIOk97ISkcdyCtwMjOv4fKq/xnUs1hQK2sfC3Ua+dJ2sMnIIjPseA/lBHahJkH0NoLqtkbfvfPvOe9vvfxpG5stc/zZtH9txm3Hdd+3bfnab9/K2xvOnaVNs2m2f/8sA5H3XHV/junvaN5f2nWtyDYrWx+ucQPu64NfdyXqn8bWn+n4TY3nrTrzkO/VZr/myDpvrHCGfV59u25zzCiHOdEjzOYeQJJrjmFqviEoTECm2uaYcj5IqvunDaQZzgdQwuZwidj7HNeykxclJYhAljmDPFpK1cOICjvevqAmQDMdIv8cAUOyHCdAWziEMUySXlBASSvvfXpeN07Ue4AqYi+oPhr6N5ZGSF8K5AFSoyPtcDQJ6jeVadHXnx9b22d2jvT2UrBDGVCS2QC8rHdtHU7LeKaCqCTQr4PKME510S86a721sEMEpxdJEa6GutsGOptWmZxmzlFk8L8ukbQ19fgWUBeysQP3qAro2SJ9v4M6vgLqGfqExbzpW+n34LNTkc03L8aekOK4P4HMu5jAnB7h6PUH53CKpLFavKyRbIL1yyM9qUGvgtII+XQFKoX3lAGfvFKjuE5pDh+yCkF1wvo/1KxqrLxH+4u9+G3/p6Af46/Pv4ZnJ8OP2Pv5vT/5l/Pf/8rfwF4sPcWoTpLBoofA/+Nb/DPTPl3j1H1+xA6HqoJ6dc4whAFQ1lI97vK59ocGeqg2Kj64AIrT3Z+EzVXWA0xzHJnrgIoMtM9giRfaigksVzCIDkhOmhWs/WMYyA7ecA1kKwjHMLEM3T1GfpGjmCs0hQdUOesVSUFmUqMiBkyOYoznUehGKH1LV8MtW5FBa9zpjaSKhUuSLc7rgceHAYMfeD+u4tESScGbJtus9V8ZLMzufFta/yJRnfSkJlYSF0Hk2khqfiUgrIC/6TUmu74HewFgOMoZo898HMqaMejFIrmWSJhaTcEq/AIqmnyjo+u226j1MvlYhn857+caLz3WGynVA5LO2lzEyB8BrF9TsHj/S6k8ETofNbN/1Yu9h8FhGkpXr+nkd6yjtOo/0CGgOvboT1x3Ln6aC0fdd66bvpgDc5zUPXhZo3HT8TcBm6rjbsE23aTeN3cue+ybQsu9c+5iflwX4+9p1IO42gPLzNtDHLNveNWHsbIneE2CadZgCooN7GaoldjI1T/R14P0HBkZkWN9edow+zfgGR+WfoyNlHzv95wXarmu3HENnDFBVzKwpKWLNxa1DgjdDrFjSGoCUQrAMBoFBvJjs3XxZN2SojIEVWaFkcZTjvLSTM21GwCnMKwYw4gwmpD0QkibXirIv9idi5soNYtAsYDAApzGzxuc2PSsG9HFyIp/0CUokwdxUSMlg7xrXMRRlk6IADJ2zoMzbhWUxYOIAwHUmlBtD1wF5DuVDflA3nixwECmnAN+g1NrBa6O9VX4X2RZhzCK2khKfeCdNmKFLNOeyWG24H23LyVPyDG6eQq0r0KaCeXAUEsWrqmOb+3Lla2c7Vr7JupJnQN1AGQO95eLnLtVQecakzmYLBbD966wv5RDFbooN7ou1u6aFyjM0B4dY/6Utvv7qE6Aq8ckfPsbj/x+DPEnKIoRM+nyD7HEOkxPIEornDvmFhckIxalFdkH4zre/iT86+hX87982+Ld+91v4rx18D//jx7+Pv/nhX8G/+94rOP79HJdfBvJ3LlGvM5QWIOvQzVPYRCHdlD5cy4CWcxA49AoX2Nu+0GCvmyd48Zv3oIxDsmX9qyoTqDYFGYdklqFbpOhKjepYo50TupKQXTqUpwazD9ao75dwmvj4dQfVGKi6A60r0MUK6DoodwjKNebvrjBXYK3vZQ21qWBFwkkMQNwsR32SQy0z6NpAbVpoAZFeEoqOs4AyFW1gz877BVa07NovJI7r84GIa20ET5dhD4SUemhaPm5bBW+QWi75xdIM6tCxrp6cgysztPdmsOkRX8846E3HhSNX67B4TQG92BO2V5MubRTnxH9i+Kcct7PJTPw2fNVLNkDEBeQRe4nNILDZxbFYsfQhKri+o7Wf7BN2jSD57LZtn3f6JsnZXnZr5F2PnlUsrR18P4ov2MlaFktSYs/mpwHAzm/2co5xGxsa4Zx9H6Z+1z+vkUdRPo/iNPf269MYe5+H8T51jptkf1MA6KZ5eNu+7oAGhZ1YxE/DXn9aQPtZGJyXYWDjz27Dyu0Anj1g6GXmyE3Hvsy5buU48YdGhuy1fZu6xzAeUhT7unOMZOPeIO6/HsnJ97VPy7jf9nw/7XZbZ9LU725aCz7rvVwHRuUQ45+bMXCVX5vF4AZC4jenNdshwEA22IMrTroCqYkmQKmuI2BF4U+5rtzh5F7l9+9BDKAx/HfVh32EuRszfjFIicHgxDsDAEqURFEjHcWnRb/lhCVdf0w4NV3//kXvwoB5jMdg7Hx33iby9ZgDeCQCFnPO/H64DGovHh/qs74bA1iFqbCKmH0fhOsEKemerKMyJnJKxzWfqW7gXAoUKT+jIgcOFjDLAqZI0B6mSC9SJFcMxKizLMus/f0lCdzREi5RoE3NeSj8M7GHc7THJc6/kiPdOizeJ6TNHDAlbJGCKn+OByecLV9rQDEAtJlG9uEZUNWcEGY5x/btY3S/vsJf/8p38K8ffhtHeoP/jfvv4fnqMd74jytOxKIAV2ZwqYaZp1j8ZIvFB4TVGwWaOWHzUGH5gQlxf04R8JHDvT92+Dtn/wr+n/d/G047HP5pglc+NqgPgXRF2Hy4QP5CI7sAmpMC7VxDdQ5kF1AHJWAcVwXYNmzjX9O+0GAPDshWFvlZi+yjC4AIdpHDzDxStxaqNkgckKWEbMUf69pBV7wQJGvOLKXXDdT5ipOxgL1HHFjaAc/OkF2s4GYF3Jwno6o7uJoXEql557oO+mqLrExhU43kfAu8/zFn8lGaJQVRgUiRXFKahtILIqHsddS9nEA8YWGR9IlmnFYhLtBlaVSyoQGaBqQU1+3IUmDOE96lGqoy0NsOZBy/SOuKs5iKwdz1C+9AmRcH3r6MhEeSp/hzDIBGzFqN28jQj4OXYcBLtg+gjr3Ek6mGAcTxfuSolyzcFPs16NMEQLmtYXudsSjfv4xcZwro7fx9BCL8nNrrjY8A144q8zaGxV7D5ZbzZYod3jlVtOmHZ9eG34wNhnDe61ie8b1dZzwLk7IPCFzXrmPc4n+P+/gysrmbWJ/BHIuNHLr5Gp8HI3Jdf/Y5Pm5yiNzUbu2cuMX3wgzdxCDe5npjQ/tl3v+ptuf9mTQS+YtPf60bAWokG4/78Wmu/fPIit22Xce6jp0bN61NL+tEuW1f4jYY236NDbHuvuC0gKdB2ScBVE0Lh3p0XhsKsw8yjWufRMQfM/iJB5KBkRbWcHys9MHaAcNlPXsVA5lBHLfYMyOn745NIABQQKVnKa3pGGxq3WemBAYOR9e1e/ey/nIjxnB0jsl12Vm2FcfnEvWT1j77JedhgFdzBZZxij0cj5EihEQ3AzCoB2A5/Cbqv4T/hKSDec5JDH2ta3M8B4gTH6q6Q9JZVA9ydI9z4FGOg++cgS7XcJdXsM719fQ6w3ZvZziRogc7ylhknYV6M4dTTAqlTy2oqkOtazgHbCqO1UsTuDwDaQvVGLgZJ4yhpgU1LcofvsCX/g9H+INHv4n//Oi3UN0jZJfA4alFN0uhiaDXNdTFGugMNBHM42N0ixTl0xbLVQNVtWhPZkwmbTuQtTCLHJvHOY6+b6H+lHDww3UAdOnaYf4hkL/QSLYOs+cG+Ucr6OMSJldojjKUH1yBtg3aVw9hHs1hEwLe3T+3vtBgT1cWyz95Bjw/g/2l19EcZqhPUuSnLZJNB3VVQV1YkHXIjWFNsDEs0fQbta58eYMoZa+7uAyAig4PmLFTBFyuoLY18rplD0PdwMrkESnLegP9nEBHczhNUPeOQ0CyW68ZzAE8Wa1jNg5gMCjlGABeEBV5WWnbLx5eCmC7DlhvWZddFHCHi5CNEz4bJ5Vlv4lcrnzqYhs8YEpr9qaJRj7P2MshnjKpXWIMS1z9gjhg+qTdlOAE2DGUB0HPwqLdZORPaO7HGTYnfz+QS9iJz7wcZJwk4GWMr8/T8N1nTO8bn9sa53G7bQzbTeea/P1L9G2qjYHIJBujhn+O/37dOeN/j8c6/vf4u4jRuPYaL+t1v60R+zKG8bUS5VE/rx23KQPjmutPAbJ94PZljffbvmMvCwpvYuuvZcyukVbvA7BT71psWN62//tiaK8D8vvezduO16dm0nbX7pc/xw3z7qZjfprts1z/uucdQM41jPPLXutlfi8AS6RyItekPuGKM3Y3Y6UidkqLbdQ0PcBoGg/a1N5adXyakeNpDMaGB3NfJdukgEgrMfvD6+xjsAaxZ9LEVlHU99dYthF9pvdBJlHJTOod7wQgzlg5rj/H55PyB4aTlERt6ByZWLv3rfV+vF1d988kev5ExPWWYRAK3EusnjwroC8HAQZtO+xq7FASBngU4+gAoIEv20GwRQKba7SLBCZXaGeEpHKc0fK0weZhhuqeAn75GMXzBbIPcwZ3PtQK55d9ZliRcM5KNK8eYf16gXZJKE4dio99AXOpxyct51hGajvQpmIVXJ4BxjBTWDc8l9IEThGW765xsG2hrrwd33Vwrz+CmWVoHsyRag1VNaBtDbWukUqCmKYFtR2SPIXTBJdrqKsOelWjfErYPmLHh001shdb5J8Y0Kbm62YJ2uMS3Uzj8pePkF4ZJFuD/PmaYwXzDO0iwepxgvqYgL8zPQ2ALzjY62YKz3/3EZLqIbN1tcXs4xrtMkFd5GgPMjgNOCLkZ56xI6A5zmATglPA4iebkOLU5alPI+wTkzgHV+RoHyxQPcgxf38Ndb6G++ATnjTODrw4opk2hzNUj0pQ55AcFFCdhdo0UM8QyhrAeaBnfcpXeenb7UBLTkTszfBpcAUkkrN99s6uAy5WPXgpclBZ8CK82rD2WDJ6kuoDd5UC5nP+M9HMXGoCVezRQNsBVyufZtl7bYSNk9hCYNKLG9o4fiwcNsGixayfeIfigOZItiHSPlK0K0WMPZAjqR8zo3383iClM6KF7NMYQYP73rMxfxpZ28uwOTd52cf9iOV6g2NuAPMDoy1a8EcyUPgYg+nfja51m/HZZyxOgCDnhkbKZM3E0W+G1xoZ5J/WiHyZuXCtMRuN78t45qcM/OizHU929OwHpS5uatfd56cZv89q3N7EiNyWPds7P0ZMxqRDYsT87vn9rpw6enbXgVD+0fX9HP/m0zhfrrv+1LX3Ad/rkjd9Vtb207R9a+PnxXDu+/4mYBiPnxoyUIN23TrweTslSYHSBOroMIShuI+fDNVHAmR8Fs5B3Ts5je4d2k5S8gOcxCRO/x9+MLH3Y5qhizOax4yY8jGEKsvYLjAG1h87CfBiu0BAK9CPt0/gR0nC4Tlp6stEMMtGSQLK8962I+KyWlXtM7jvAkpKuDazsGdx+ARpf+822sem9tVoLRgDyoHEFegTs8R9CGFJQ4nsOK4x1ASErFl7nJ8xOWB9Vnqt4bIENlHM5rUOjhwwI+iaw7Eu3ipgCrCN/u6Ka1+fX/rEQD6baEchPIcWM7gyhzkoQMZh8ZMt2tkMNiFsX19g1hrQtuYYu0UJlyiobcvgS2uYRYbqQYbVY42jHzbILhroC2+LJ9rXt0vg5inoqIBLFGxCIMd5QrIXW1YGArCLGVyZwmaaQ8jupWgOCM2SkJ87zJ90yBTB5hrbBxk291mZl2wzpCvFzF/OsXku4e+y8wbFxx2Uzy1Cmwr2wRHaowKb+wnaA4Ippx+BtC802IMCbMqxrmdf1dCNxuJ9jcMfbqCvaq5vIXM2ZV0uiDD/M65Ub2cZ9CdnjNLbhicmwC9vUQB5BntQojnKUB0rJNsSSZEgWZRA0/HkeX4KigqeuzJHc1zg2V9IAQckVQbVAPmFxeH3UuiLLQMpawFfANIpxQ+waXki+1IM6FyfzVODX8Io4w6VUUKVlj1lyNKQgIXaLjCGpHXwwskCbFfr4PWi+Yw9HER8fa/pDqmSg2zNL36+D1NFQnckkQFIqWGWLGOBOJg5/v0Y6Pnv+sNi4OgGv4+PCTEAXh7iXJROOGdPUWiyKPqSE2GRGm/++zbYmzbR2zBf14GhnWvcApDuM0DH5x5fdwAs1FCaEYHhXoI7/N2gpMVYIhPNjeGzG47PjgEc93cfC0wYjVfvGAjHxUMydb498YE73sxx22PMTybBmAJg17FfYxbzOiZnLAkEegn1GHxjbH9fU0/iJkZgnzG7D7jcBFinnEk39Sv+bTCSb1AaxNcaf/cyTOL4+uPnsMMcR6Ba5ugUmP88QNDLssv7WO/xd9c9z71rHE2/b58VhI4ZsJdZj8fn+Wm0m5wBN7XxGjEx3sM18yUZ+ZuaxHflGeyigMsS6LaDqyouwWBMSN8fHKnWDsFGkgwBhgAAsGEPcKr+Qbp/yV4eSUkn960Y9FgX5T8AkKZ9tnSAS2Kl0bWjhDEAvEM46kPbhe9jZZCta7b/gJAl0jUtkIHH2hi2M7KUHf1KQ4stBm8TCWgyxjOAhIGcNdprY+f12Ck9FdsnfSdFPQMW2WGhCfvq3ND3O94LY8e78/X7/J4eYgR9gftwPsVxmaQV51bQCt08RbtI0JWE8lkLXRvYNEN6xfbt9lGKZMMZL6mzsPMS7t6SmbLOgnxh89CtjFkz/WIV1oEjrTijZ8M2nCsyuCyBKfl3+uNTzgKqFPRFBr1dQG9L2EyhvseFzpMrTq5oM80EUaIA8N9tSlj86JJjBrc12/Jljvb+DKvXM6xfUXD/6gVeP/oER/kW/+TbX4H7forlTyxOvzGD6oD5kw75KTsdbKo4Bq+10M8voBMNV2S4+voJ2jmhnRHyC4fs0mD23gWcJiSrBvf+cMPgOdP4s52n37cvNNijgw73/8ZP8NrsAr/33pdh3p2j+BcGatuCtr4+RpEBWQpT5IzGUwXzsIS88bOLnCf33MNiIrhEs+Sz7aCfXSDPNLpZgfSyYU0vEdTGL3DWBrkj5Rm2bxzi7JcyOAKqVwyWb1xi/d0j6IaQPL3gVMXOMXvoNyZabzmzpsgg8hxqseC/O9d7qwDOqiSf1w3gTK97Fw1924FacJkGn7GT8gwq52KTLtGgzjAYlOLrcj4gAlouaPFJ9OkiRRCjfh8rEIMBTmEFZ3rQQLLoGkCyaYU6O+BFIpY7DFIVe128HBdKQogu3jdnEHTrKu/rr7iG6flYdiELeC9rQF/aYt/GuTMhX4K1E6nseIGO6trIWA9ST4+N6CmDcpLRmABPcR8mPZsjUDioTjFl7O+ygfyc1FDGMj52qg/j+IoAEkfZQUeyngH4jB0NE0kgmMWVzWwIEMebXLzR7siPp1p8T9F1xx7dHQC4D+DExs11RvGIseuZ612A8dJM800OhZuYspvYnzF4v4mxmgLnk2Bpz5iN34mxARmP21STeTI+f+RQGK5dE/czYP6iuNLr+jFhgA3OFz5/ScN+aj256fip30+tNbHcdaefez6/zTXjtgN+Jt6nm1j9lwX5n7Xdxkm37z2I/616o3vn+Ns8y+vmjfP7n5RNOLsAXV6BiJkZaB0Sz5ExcM1ofkaZKQH/aogj2VkGVf79C7aUAKIJdQ4PSSQbjNbmkATF2ysheR78Hi92lgAs5YFlHGMmtdyk9rGMp88PQMmE2dx2If4t3LNIDJ3rJa5yLiEHrB3uCSF5jd/fQgLsCYd3GtUSHCmU4GwYRxrZFLH8dvx5kMASgSQfBfwYaQKgfGkMb8dlfX4MdP45yn3Ls0kT/s8nE6Q8h1MEpwGbEi7fyuGIzcCuzEAWyE8dspVDdmXQ3J+x3V4Q9NYiXXVIP65gFwWP17piex+AXZZcMD3l7KOqttBXNVA3IGO5Vp86gC0T2PuHAai5qzX0Zov5k5QVbnkCW/RgMnu2hlnm6GYptg9S75gAuqMCOlFQRDAnc3TzFNv7Kbb3FEwOdN89wIdnh3iyBpI3Hap7Dh/+lQzzD7l0nE39OCtCN1NQrYWuOXcHZakvRQHoBkg3FvWBQrNIsHrtHsoXFsnGQDcWcACZ69esLzTYw2mC53/rS/h4QcBDh+yKB6xb5kgAqHMDezhDt8xRH6fQtQUZhye/nUK1QHYOFE8KKCK4ImV0nCp0s4Qz3hiHdpGgOtGojxTy0wRUJDClQjpPobct9NMs6MKhNVavpLj4hsG9t8/wKK9RJi1+8FaKcz1H+fwVzD/YsBT09JwN4JKDVanlkgnuymeRyVJm5zqfpUrq85VlZOzyyxoychoDt9kAYFAYMn92htk674WiPGO5QduGOD4YE9Ilk1JwXcMsYpwuWIxr8ZBpHV5eEMFdXnGgsBSlB/raMrJQixHgS08EyYZ41SSrpmWNN5HrA8LjBCtSUxAI/RcmbgAM/eYRyktIcpu245qHo+aAQXmGG7PVxS1mcoQB1TqAZEnkEx87zj4m6ab9l/2xO2zTLlgalCYYG4giAYmvFdUWUmXBrDIpTqfdtJxSO04HPXnLI6MOYMdBHAMp3+8BKWGzCx7cqHmWMMQyiHGR+FgJf4+2rgf1Ewf3N+6fv+eJmwnXHN/zMAV3/Pkeg9yPN8FMzqFBttcpA3nMOO6My8iQ8yzW+DnxZp/6n7j9c/tlZJr7jMgpduum76acE0Q3A73BOczuOQBMOmj2yID5/Rk6sAZ1KMe/HcvaBzUrR4zduL/XtSkAuyPRGoHSfax2fL7r2hTon2Lbbgskg9RudK74nPtA1k3tOvbxpn5NXWcfK/xp+hb//ibQeFtGFJh2YFynRCAvh5zKkrpvrG4B9J1lxzP5WDUQ9bFgwBAwRQCr30OimD4BIEnSO7lJ8d+7bpBsZLzuxqEXA4eatAHAMwNn2yDbuRwL9NlBiQayUxL2yIMj51zfX2nGAtqEZCg7jnFTc5KamDmMkrs49NJTCdcJGUS9/QA514B9lDVfhfjEgUPVO6rJWs7FIOM5MSdDMXtgkCMiONU98xn6GfcRYHXaGHAqLioPwCfrafjZbivkH8+RvUjglGJpIhHa4zJU0XCKOAOnsegWGVRjoWuH5KqBWjM4U54EcTXbnK7rgE8M9KMHMK8d4wf/kwTlYQUghf32Pcw+cTj6fgNdW6i6g7rchDqRblsBWQYiQncyhy00bMrgyxHBPFYwuZduWn5XrAa6MoEjgk41qDZIW4Nk3SK/yNEsFVavae73FnjzP6rRLhJs72vAAVYTtvc0kopB7eE/f9a/e8cHMMsC3TKHySiAuWxl0c4UNo8IV28rmIzHOr0iJBsA/+nOow3tCw32kq3B8Q8qDuR8qFAfObz4psZBWaI8TZHnCSP4TMGmhO39BM0BITsHZs8sDn7AQY5INKg1UFdbaGuRCHumFKhboDko0ZVAfZwg2XImTzIMBpFowBJg2ItYvjBYvJug+eF9XG4dqiuH/HUF1QBOA2rTcH0MItZ2dx2Dr6qGq6pez9207GFSioukk+JsnU3rg4F91k0iRv8ALzpNA9Q1rE+NTFnKtUQOFoGtc5ceUMrL6yzLEbqOF5BZyddMU7i1B4+e8QrjUuSgLIObl7AL9qZon8rXre3gpY9lA7L4BlZGdP0S8N31HrKdWi3ijQPfB3kPXcjUFWf0ikGfpH9WxEaxeL2SBG4i3fNLG8Fh8bQ9k1gWfP9awdUNezzjopc3STfjz8fH7kj4IuPqOm/uhGwvsKRa8zP3yYgI8JvRtKxvr4xWrk3R844YzMkA/LiLo+uRjkCMzKeE42op9xndug7Udd5xgOlnFhuYHkwMGLpJuco0gzdZCmLfcxkBhh253r7rxQb8uO2wJEMvdzCEfPyxGCzsdW9hq3o/YJhit3auf43ReRuQNj5P6P94TF7C0bKXIdnzbk1KWP1Xe+b8+D3cKQZ+G9ZV+iqs0z62Zl9SosFxE3Ng3IfbsDuTQPxTgMbJc1/DQk61qee4j8G9CeTdhiV8GTB8W3C5j60G9s/1wXfyz95pdaOEHIDEyslvCNF6MO6vVxXtnuR6oBv2a2HdRJYpLBSpsJ8LSBEZX9TR/u9+b97nDA3j4J2nCGt85FAligp/+2sKGAGAhAJAi52vDMSivkhGyxi8RgBrAKSCaqW/jwAI/V600wx6m2vA0HkzXEgDAV3eaRrqKmuwA9b5PVWGU5jKgZpKxtl4RZXduY9Bvoko2+kgkcwYHMMDeCf2Wd0Dbr/Hi9O+B/x8bsnESUWO9mjGkkgF0JkBtQbpi3WwUalpOYt9mnDoU93AbSuuw6cItJgB2yqo1lDk3A+vTtPrFionvHXvFL998h7+Nv06zu8vYPIcB+8ZlE9sCImiJAEdLIEih52XLM/VhOZAw/hnozoH8oDLaQJZQBvGAsm6hbrc9uOXJ7j61TlWbwD1aw30eYLsVCHdZMguOhx/t8LqjRIgQroyyM4bzu5fZlCXG7jNFu7iEvroEOr4AE4f+D5YWK2QXRLyCwVd81iZQsFpBp/XtS802DO5RrNMkZ91ePCHCVTrkL9oAE1ccuGjU7jDBdQ8A6xDfs4vb/5sw9TvasMZeWThIy/hBJhRIwunCenGYv4xsPzRipO5dN5TZSz/XTZta1F+uIauOIDT5ISuVDj5TofsvEX27tMwIShNew+Ul3YiZallCGKtRAfv4+yUBiX8Irq68axdFwAgtB5mGwJYhtC0zA5K8dMs81pxxd4WWRwBn9Rl7QOwVZAbABges+bEL8o5kHUc+LrdBtkDbzLe8zJeuPkv/J0xIJfwOWWDGG0MrpswagxgUfWLl7SRZM45B2pb2KYZeBsBQOoRksauvPA2UpjJjd57u6SfXReykO3dqMee8Pg+5e8TrMFkm+rnlBEaM4vG8hzxi5+kqd5lL1z085EscmBETAOnqWQ6k4xfNK5D77QBJZFOv/bZ3fwYj5PtyLX3tpuM4j1jNvjuJoNx6rjrZGtjULoP8AuAjr7fkakmfeyEyJeEUZfz7AXtL+XkuMVv9hnMU+AkZhhuC/j2PQOZD59G2hYfP77WBJC/8fcve1/X9XU8lhNG8l5QMgadU+e+qR/je7hu/F+mTY1NDID39VV+d53jYR+r9zLP4jbHj683+K25BjgOGc9bD1387KN9LDgtXsZpMh7/nXthFQ3NZyEpCfkcAwI6gj2iWDHi2i6s0+G0LbN3A8WOsOvAcG0T0GXGKgkzBFAyBsCOiiG0GOiN9wqgdxgKe+WTuUnf++vzfh4knR7kSR/kHPzdaI+Lrzl2djrH+7AwkuE3e+4RGDqR4xYrjYQ11BpK7KCuv44bvVthL/HO2vCs+Es+756wCwfwnPCAOPRz3QGezEiNZfVamfP9Wtvb01qhfvs+TMbyxuJ5BWoz0LzkDPStf0+ShM8vNjy8TV7V0M86PP5/vY7n8zfxH2Zv4t4Tg3TVQW8q6G0LdBb23gGDqxUTGkgTdMclNq/k6HKWmYbsoM8brkHdWXSHOaxWcApILmrOwLneMn5YzrB++wBkgPmHwON/QsjOttCrGtUrC3Qzjfp4hvmHNaCAdpGgOcqg6wTZkzWHWBU5sM3Ydq3FhgacIjRHCUxKMBlh+X6NZN2ivlegWRK6Yo9j07cvNNhTnUV23oAcYAqN5kDh4u0ZihcOxZnB/HkGmyUwsxTn72Ro5wRTAOk6R/HCYfl+jeyjy5AwhevhKQY6LVO86ekG0ASTZTBlCuOz7KRXDdemk4KO1sJVHdRqi0wBtkihawVda+RPNlBNB7eccb0QX+sEEtjqAReIWHqZKGYMZSHx2nGibghsOvTyxcqzVZn31MRep5GXyTUNvxxp2i+2WvcJDVpvEAbv9y7TJqmGnbGgbcV66Soq47CHIQg17SBfRxuiGO5T3kia+I3XhosuPLQoINw5lmQM5JSyCXSSkrn3Goa+Tm2QO4bqhMcZvAhT0OZ7cC4xkOM23lxHcrxb1zLc53Xe5xWPn49f1J30JQTXs2GykzmVRvX5xvcx3kRHktVJVuklwJOTONOxbCW+vynZ416DdAKAyHnkdzGTcx1YG91z/2/c7jmSwn42L+6zJJ6J4lUi9pRTlvu5L0BPZLkRE32r+MOpPgizMslS7jEux0akgJR4vG/DQF1nvE5+FwG+mFG7CfDFDOqUAbwvxg6I5nj8Xtzw/o8Bi/zmNuBi7EjY95vrWKd97WVYwWvPo4bjAkzfr3y/z7kyde3B5yMlwfjdu461nuz3HvB7U7vtexBf47ZOxfHn4oDoorU1nvNT130ZZwoQ1hxnHZTqHdEhli/0JWK55DOlJsd9UHvORfFrUZwZ/5sAqNDfkChFQK08830AS66HGLABUVBcdBABVvVZu0fx4zuO0vHvYzkm0I+FZC2NVEfkKMTIIU05YYiAI5gAnsclE/h6wrrp4Tm9XRnnNQh2olcbyedxLF68lwp7Gu/ZLiq/sHPPE3YeYOC6tq/J6BO0UJbCHS7giJhRPD3ncTw6gCtzTraiWIlXnSiURyx1TLYW1C2ga4vkYgu1qjg/xeWKx09sd2PgqoplkWnCNaVPr4KMFCdHcCWXXXCamWhXVaDLFVJr0b31GNUJoTmCf0cA1ZaYf1hg9qxD+dEazUmJ+iTF5ZsZlAHSjYPqHExKqE4I6ZqTMpbvX4GMg80SnP5yhvoI6BYW95McydbBKaA6YeBYPEgxe9IgfbEBTs9ZLmot0vOKsUHHdcOdYimp3rSAc0jWHRwlUNfkVgO+4GDPJgrdIkWy7jD7YIVskQGuQH7O1Cien0KdXyI/XyB77RW0S0K7dNANoSuA+ihFcplDXTlOZXoyg52lMIVGepmBti1ckUDVBrOPKyRPL5nFShOY4xnsIgdmGVTH9LuqOp/1kyd+smqRvthwEXOnoV6smaLtur6+jGn7TE9S964lQFiyOD1uAGi8cHJsHPWFTY2B3WyGBU8BXhOShEFaq3uDz5gAKF1Vc3ZPrYE0G8RtDRYSkYbJuUUr7ewQqI0lKVO1ayAL5ki6F8XPhPuOmYypTXpURoGUl50G2YUNevrABoqmXVmEOjrEi9Sk/CY2Gq7xqgcACQDK+kQvcuweL7M0AVhxaYv4+L0s3ZQsKDIAY3Z1/CzCQr3PqBgb83uMpKiPe5OZDK6xp89yjCQdAIabrXW8EcpnwnTp3v7e6eO+9OXXPA/SenBdF19vDJb3nesap8VO28dKXsfKjFnhfcyOtbufO4cdueD43va1AUAbH/cSbM4+wzuWse58NzJerwMwUwz5TczVlKPgNu2m92IfULm2/3sAzc61b1hX4uOuAxT75sL42kT7Adn4+ClGW5oa7wvxOaK5NZY/XgeC43diag7vOJsm+i/fTzIyt3RuDM51W2C969S51TkmgN9k3wbv/h4H4TV9I0VcUkDq54kUTkoaeBsFQIjTCmWjggO6B23jjNuDRFgxAyddiJVL8rt4v/GZJ0FqcOy4yPnUvfEf/VgMHOujubBji4jD2F8j/NLLJaF8cjoP/KTEAoB+3CRpDXjvCf13UvPORvFyydA2FIWSADpFw8znIwe4XIP7aPtzpzFTafv7VNG4j2MH/ViRm3YM97aQ8uXJSnTLnBMdVh30wZKvV2SgmmvSZc8Avcmx+EhzXBoRHAHKgUHPqoLLUyBPQeecPZ6cg3l4jO4wR7tMoGtOdqLXLdyiBNqUk7GAzwFjmagRO7jI4WY5Lt4B6ldaHD28Qms01qclXv37GsWLDsmmRXtcAATk5x2cStAsCJdvKuias4fe+5MKqmVQdv7NI2zvKzQH4GoAAHRFuHybkJ8BR99vsHx3DQCoHpWAA1yeQs1KHt+OJa5QyjvjAV110KerIFlNjANQ4iY494UGe6q1yJ9vQU0Hs8hhCg1lgOpEo10UWLZvgFoDmwj4AgpHOHjPwmTA6jWN+fvEeuD1BupgDlsmqI8SOAJSTdCXFWf3KVOmnb0nx6YaJuc6GE4BIMARoTlQ6ArCg//8GWt/53nkbbIMuoDeEyaLoMTgKf/Sixc+WiwgC4IxwZNBWRaSs8BYYLvtF29F/d+tlwVIpkn5XnTuxoSMUZSmcMg8G7bxWS2lu8QvZl33i0S4FgeGT8UY7JMp0ohRG8bPDc8zYDIkQUzkCQuLnTQZO8nuZQzQtv0YJAkzrC5eRL3XK5RdmDIWrjEOZczDwi+HjO5nMBb9OO1lHaZYupdhYsJHEwaas4N4iTiD47UgfdyHCWlh+DMs+lMAb4IFk77KeRM1PJ+J+jBVLiAY9uO+7PGkT4zVuKzEoJ5TvKntM+Kva/uMZGt2z3EbBioeG98/gn9fvfOH59AEuwIMwKOcMzZodubtwLC/Zh7eJH2N58Y+sLvvXBJ/e127FZs6Ajjj397mme4zqsef3UYxEPfjOmN/xILtPK/rFAq3mWPja08BkeveqzGjOXUNO8GOjufWbfsbX6u/QH/e+Jy3aWOgt3c+Rn287l6vBXITRvJt59++dfU2vwX2r1+TTLTyuQS8IshVYZ+gPPf7tO0LmgN9RsdYfRMlTiGxiWJmSfqhKbCVzrpgo4yzc/fd69eQnfAOgGWMCe/zYwfiwAaIbIGQaTLKKirHDSSUE+cbNAF6fAPhXHFfw/VjJjDkSqAeSPo+DOoGh+vw/mhl3GMAC/SZ4IEg5XTWg7Wo/71CxIZ4TIgkVH4v7Ko/Vp7FIIO47NdBVmyRPEng0gQuSzmDZpagXWZsSyuCyRR0Y6Eai/y0Bm1bqPXWM38JmlePUD3IYVNCuj4CdcyskXXoCl8mQSt0pQIdpFBNEZIuVve4TMPyh1dQlgGffXSEi68t8fzXCH/5v/7H+J3DH+Gb+QeoXIr323v4D77yW3j3H7+F+3+cINlYkHVQrcXhn5xzVntjsP7GA2zvaXz8uyWoA1QLlM8tyhcW5XNAtw5dTuhmbPNmK4d01aFbZlx2AUCyarimYF3DpRkoAUtNE1bTrd9eoC0JoAVmTzskVy30VQ29aRjAXtO+0GCvOVB497+7hE2Bw+8DxblF+awBdY61u86huT9DdZLg+W8A5VfO8RuPP8C3nz/G+Q9O8OifWKhtyy/X/WN0hyW6WQKbEEypuWDiqkF3VGD7IENXzKBrh/ysgzIcsNkVjLZVxw9OtQo2U1i/c4L6UGF7X6GbA8kGOPzxAovvX4BOLwCAF00JZm47jkFSnM6WDlMu9N6ZELvXe8P4oVLqU9lKvT0i4N4Rf2cssK2il9oAbc2xTY6LgZLOgIyLNjr4RbntOGZPM0PpnOsDo703j5KE4/N8Vi6JF3RrBoZx+YNJIy585Y0U0XVb1ZdRCMeMDE03ynI4Bmnxb4WB1IqzLQEMqqMi9rStfKyB7YOKiUBGDWvtyb1MMnyxse7B2gSo25tVbKrtA3xeknY9eBx5KccSi3H8oGfFevnruNxDBIDj8070c5A1MxwbSWWljTy6cuwuuBcHQn/+ft5g17CNjdIJoDaZ6bI/+e5YRq3vD/XSGWFs5XzjtmO8ijEYAW8XyUOvAZ+DPo6N75GXeUduM+Ul1/H82b33UDZlql3HmETfD+Z6zKxF38fy8JsSUfRxI4QBGL+OBd3T72uTDMmx0do16OvOb28JIPYpBnYuvef+BvcxwTTcdL2x0+g6wLFzvdFHE46gYVmX6fHfWwsuWt8m+zHqw05yp6nzRe/b+Dz7SrZM1tScZPiif4dT7QNd+/fBnfc49OGa/uw7x22B7D7Hw9Qx4kyQTNY+FjgkVQGA1AUbZW8MWZR8hDN5697BbR0nSGnaaUcrKahMDcs3CBiLs4WLEzhirRggRffqwVxfCzYqIaAoKKoG51MqZKkMdoUiUO5248aB3jku9h3AjmZ/fcqynpmLQmSkl+F9JjUobxA/sUGhep9Nc1BWQfrlFWDyDEPtQ2Eb5TlbfnYqS4HUJ+IRtjHE8CHYXeH56GFtxLi2noB5pCmoKPicPlbPJQpOa7hUcR27jBlfUyo8/Y0E+Skwe2px/AcXoMsV7NUK6tEDwDmkrYGuOk+2EFzKfyZXDVSlYQsuWN7OuJh5cWaRbhyKZw2KFy0nWKwNqGKiR3/Y4dACul7gH82/iX/6+pfw1770XdxL19jYDKsmR/V6i0/mCeiNCubjEov3FF75/RZ2lqI5znH5ZoL6EGgPHBbvERYfGxx86wNWvzkHKgt0Dw+xeW3G06BzaJcpXnwzhcmB+UcO6SqFukpAJ8fMmncdXNvCvvoAF19fYv2KAllg/rHF5mEC+2qKdjFHsnZIKgf8/vSrB3zBwR5Ki+a+QfZCY/0qoT7WqA4VZs8NkrVBah2awwSbhxrLd07x33rz2/g3D/8Z/s7s1/H/cb+Cs7N7yM+WyM4ykLFILivoNUGZGdKzCrSu4PIM7SxBdaxgMoJNgcu3NYpnDkntoFp+4aykmHUAWYfzL6cgByRbh4P3LWfdebYFOgO3mAEnh6EGC12shul8w2LVcgmFo0OuF+g9PmSs9zYZTht7ceXLMhRe95zBEkGVvl6MbLpNC1U1cBeX/IIWOdxyDmhOf+uu1kBdA1nGrJd4kmKPVpZyXCHAemutQYu5T+hCTC1XEeBzMTjBcAF3EZiSLF9+THY2DOo3ibEW3Y5j9uQ4yURKxGMjxepptEnImBsDFxWBDf331x8YBxNMpXjBXNuFkg9BTuvPHxdQHdzbbVg6io1dD/hHcsn4+4FnDnvAZbyJe2+h67r+2U8Z/KT6rG92eL3w9x0ZleH4hLgfMmbiKdWas46NNsFQesNfd1APCGCZSpSZdTDXRoB1IPWMGURSGNTw24nNGz//SNIZjsF0C+ATw+cmANj2jPgOKJYWwPEui8d/HwFdwD9HBSL2ulOSwDV9wDy8hHmnhlPM2IzuYxC3uE8SGPdhPM9Hxm4M3vmQnpkMfYlZq1gJEH3fn/d6lnEng2b4fBr0jOt58dfDceYxnGBmptoO2zbd3zjja2z4h/PHDDBJDO01SaDGDoDofgZ9G/V9quRKLLXbd76QSGmCFd5bBoUGB/V/n4pjHvVjMIen2NCxg4eiuOPRmO2M9e6N7n6273nHv9l5BpEDKpyGdj6Tz3fA/wRo3VtuZrLPt2BHB+PngUJdw/n1RB0sfE6BJgJyw/ivcNrYxiEVyivxZTz4KtRwGbU2xKxBKQ9QVJ/PwDm4iktQOepLAfTlCmxw2pJfa52NwmbkMr5kFazr7RCAAR4wyAMQ7iVOymLdYLw58Zx3wBsTKYbssG7y1Hok4xM510MSGx+GE0CxnAO894czRXskxeuZt3lIdeEalGW+5rEBuj7EZVBAXu4rXq9lLfYKqgHL53NBUBJJfgGvIFPojriutd60aBcZurnG9p5GVwCmINjMO/IdWHppLNuZXgJri4xrPALQ6wbtSYnmIMH6cQaTEUwOzrx/6XDynRrZiwpQQPV4BjKArg3Ui3MmQRTB1Q300zMcbGqc/vJDrIo5/sXBa3hUXiFXHV5dXEC/ZXH+sMTlu0fIXygklcMH/40lD3cHNIccInb0XeD4exskp2u0X7oPUyYwmYIyDnrTYfGjS9gyZcC5bbE4PEJXEMpTg3aWwLx5xIzdugZVLS5+/QHOv6JQ/8oWZpMgeZFg9hRYvabQHDq0Jx3rW5UD/v3dqSTtCw32sqfAO//XmgMZAVy9OcOT3wEua438RYLX/pMGy++eYfEDhSf2GP+P1/8S/tb9fwUH30lhM8Ac88Jv8wT1vRRtyQZ18aKDzjSUy1E9ngMAlu93KD7hkgm2TLB5pUBXEJqFX+AcYFNC8bxF/nyL+bdXcLMC3fEM20c52oUGUCJ7AS6/sOHgUte2URkCv4glGi5NQI7Bmku8Z0kRAMX/tg5UXQHbCma1hipyUNOC1lsOWHWuD8CFeFtUnyLXGLjtNtSXgVagRMOpwhdaj6h3MTSbhhc/YQwltXHb8m8aX7fPL6S9URjHFcm96l5SIYya8ouLH5MddkIWLVnEpNQCwBIS8CIc7rlpOT2vtaFQKqVJuDdesNRQfqFUXztoLEmkaBOQGnKySY2NWJ9EJEhwJctoDMIA9EkEItZj3OJNfR/jMWUMCwsaG+ij84Z++LTPDhgs2uHcGBkPknnrBkZkx3s+YkSdVYAVcGmHiYWi80lspWt7r2LvTO/HdsoIlbGQ8YlBZxwTOBWHEY/dYCxvantZrqEjwbVumCTIpzDf2VRjBnOqjaV8GAF/SaQwYvh2Sl2M+jhpqO8AlsEJpsdA/j1hFA+AyhRDERhUN/Q7xCzl+H2Kv58AOgD6hAU77GWUtCEe04EjoMVOE9B5o+MmYlUmY+EmWLQxCzyQDt4McAdrw3Vs3kipMAad8Z/Tl4uuBQyG9kYmdXyucfIscQ5GLWbbB+fd64gY7Sl95/rPrmPx9jC9t2oTTjDJUBwD2HHfJuMP42fi59zYiTZY90drw9RY9ucWgOd256fWoMWCSy4VKdRzwFE9VB5J/TUfa7Y3WYrjTNkAGKTIPiktyCnJO/J8bd7xPifzyjsOd25HR+/klMMOGK6JEs4Sg50YvLomOBxD4je4oPYI57euL6YeOqP6ddmrkqRHMbAKzmvDDn2MjtlxagLDsQOGsljvjFdaB+YvANYYqEf2ouu6vv6ev09yw2Q1Aux3yk1E9mNIMJNwXT3SCsn5DHaWoTvMkZ5VSC8J1JVIVx3IWLTLFOlVi+Sigttuvcqt4zrURFBZxmUYyhz2aA6niNV1W4v8wkHXFtmzNWjLtra9f4juoMD2XoKuBFSb4OG7GajwGfid4/i4TQWbOlBmYB3hsi1QdwnefXaC2e8vcPSDFvarHLrVLnwcYQuka3EiMch89uszADO+Vsf/JWuH/EojzzTSC1aamWWO5btrloVuoiRHALqjEs0bS5x9VaE5sjDrBGqjkWwIydbi+PveBlOEdqZhcuAn2N++0GCvKxW2jwosfnSJzRtLNEuCboDZR4TyheV4vTyFSxVmzyzStYJ5N0F2ZdEcEExK2DxIUCSE2YdbTmF6oPHimxnKZynK0w7le1ccWKkUaLUFKQVyOWxaois5PSsc2yGdI2wep6jupTj8roNZ5Az0SkK6dciebaHPV1xqYb0JL12oNYMEaLdcliHp6XXy5RNc23LNtjzjuDr/4od4tO2WC6fnPk6w7TgwVxK6NHWf+VNrkGY5JoCe2TL88qs8B9LEe4vYAA168djwIQV4r1gc90VJGrE/0SIwkvI5OJDy5xWZh1JQWdovuooC0Opj8FS4r/Cnj/+QBDSuaaLYPtePty9G7+QYL0uQkhSUJL0sJCyo6bDAqIyD/Dm+L0mfPNgw4g18xHhc0/Z5e3eb8Vh6uAnEMrmd60Xs6hSY2JFquWFWrsH3kTFMSRrFqkbnlbkTJV8Znzs+19QxADssQvKg0ViO2c3J8RFZUFRUNzzz6Loxgxdq/qW9oRHHIYTjovka98GNx2E0boM4RLlPGb/BGOx63mOZ6iBuxUuLhGkfPC9SiAvf7/RRjh8BAmY+bmA3rmEGw3XGxw1A2S7rEUBmfM/xu2ddmMvj/gzlhb0Met99xy04GuK+TLDG4avxGMfzMGYgp8ZrYowmY1Mpegaj30wzeGYX08b9j9i1wfqheiZ9ynCflFWbiWuNW8zIjh1DpBCejXeI7P5exnOfc8xeLwu+6d+jfu4wa9izHk+Bw6nvgrOl/3zM0E0xr4M1fMTwy7ozcDB6lqZ3APUhE71TY5/DwQ7GmbQKtXWRaFBnOeGcL+sUxmrs4FQEoqSPRfNhJIhBRzxGMg7j9d053jfk9RLAF8kg4wQlcY1RtBKzTH0/IlaOHdR9eEdgFAOTHo23QcSgqRDHhmh+hD01er58uD+HrNdjMCgqF98HAH3CG2P2ikdgObPjwAk7YMf70gvEBwSJZ+wQAMDEARErvLwN0yeLsYBgEgG84nS3e94hIABjmpVwixm2bxzAJcTLYMMgUjccC0cdx+mZIkH9aIHics31+ZS39Xxok6sbkOM6e1nD46gu1j75jYN5cASUGZMg2wYJgHnOtqAyDubeEqpikoIs/7t6xADNVRo/evcR0ucJ0kvCwVOH8sxANRaP/ukayfkWdHYJ8+o9NPdKrF5JMXtmkJ13KL/zMa5+63WsXtEwJaF832HxQYN01aKbpWgPmFRJ1h3SJxeo3zxBc5CgnS9QnBqkFw2S51dInq+QXCR4oA5BnUN20aBdpgARdGWgGk4Cs36tQH5hoKvrnYxfaLCnWqA+ULj8145R3XMoTglf+nsVurkGyWajOVAzuzTILg2oc8h/coruwQGSL5c4eHcLtfVBvxpwCsiuHJoloTlMcfX6McjwtU7+hJiVW1fIz+cg4wNAjYPqODuPBJUCgL6qsFg3nGLWe8nM0QLk5qD2EGpTAdsK9oplnOTBhUsSUGe4fogxwGrDcs489x4WD1IkpboxUDoNaW1D87F0g1p0IoMgBUnYAkni4BcKNZv1Mk6/YDvLUsmgh/f6dUCMrt2CndKkhkuQM4r+HX6RiUDeTpKCYCiJJ8t7DcNm4Ri8HTIDi6sVXFXzYhvp93ug53Xscg3ZJGTTAPqNYMeLbP2i2ccZDjJSjUFdvCkA4dkNisJGxzPLJeBixNQo2olnHLNr13nc4+MCKzH2AMuYQ/46ZhlM/0ykm7r/TQjSHgfiR98FQ27KW09qYFQPjGYxOqPNMMRhjPs8Zq3GzE7YoKM52nKGXMTxEcYyGBqdl2NLVcS2++aNBgCDQH+KDa84g9p14FrqC8ZsUrhX2xs+sTfbvyd836YftzTZkT7H4xVLQ3diQcV4kwQv1rIcOs6yGgYx8oJPxKYNamqRG8yja9vAYB6yQ4NMuoHZnU4qxI3vLUiNQpvoiHMD8LM3dmr0DGMmRmJhJXnUXlA5AhEsrRZ2bPS7yMk0JSmVc0if43EfFl+eZi3733rvPKl+rR31oX9fo/EbM7gxsJHfxn3W/TPhY0fPYhxnCGAsid6RQlK6A4bC76fm6Q0OtxsdNdHnMcMzmN83AMpwjsBamRHAixxIZnq8Ke1leDuZJ9WwYHbf7909twfjw33AdR3o/JL3ciI4xzWASZLXiUzQx8FRWfTrtc9ELnbLjtIldi6kvR1DYmvE4Pc6lUPcvDOYZN9qu7CPBOYRGAIs+SyNMl5aFwDPoF6gMSBIWQEd9g1V5GFcw736ZxDnGBDGLN4T2C5yfT8nntNgPZf+K66HF/o/Uhw5Y+C8Y16Suzitff6DyGEkz09rIFJMhZjFuE9tO0gkI1lEQx6E8Lw8g+jtU1Mq2ITZuG6e+PJpvq+5xvZhiss3FbaPLMqnX0KyBtIVA1rdAOXzDtllC1V3UOsaDhrQBLuYMbjrDNZvLzjR4nqJ7LQCtdb/aUCd5dp4dcMkCgDdtJhtGhx86T6qeynqexbdzKFbWmzetjj5gwQnzyzSnzznZ1EWoNZAbzrkVxpdTqhPUuCbr8KmhGzFeT2SynEBeevgEmIFoQOcJkAd4em/VLAEdEtQHZBeEZeMUAou17h6TaNdEroyxcl3LeOMTcv1BjUhWxlcvJmiegDg7+1/Fb7QYA8EVPcIV7/U4a13nmDbpvjhLx/j4X+WoHze4eoryzChlt+/gFnkaJcprn7tIZK1wdGfrQCAA0TLBOmqQ3rZ4WDLhQrbheYq9QTYhFA9msHpObpS4ewdBZcCxXNAb+WBEtSVYeo51TCLHM0BT+500yH9+BLKx6K5wmdEitMUKwVKvQejM6B6BSQJ7Kv3+SXrLPD0BbN8TcOBu1qHhSWAIPFIWQekDk7pPtOmLBJN0zNnWnOSlyQBpR5weBqeSz1YEFJ/PWa+7NWKz2k5DX6QNVgLpzBcvILXzXqvUr/wAb7wOTDwuoXvrWJwQizlc00LpfzClGaA5XgB8mloRU4S+uMBJmcQY+PbbbchzkAA59i7xQOjwoIP+AVPAJzfmAZZsKLfDc4VJE1mdJ0JFkJSkccsmeq922OpSNz2xuDI70Lfhp57HvrpzTOOC9iRLcVgNWYX4njLwTmjvk8Z+dbAORqcC8AAUI1rDe2N/5O5GDskonhPcZgEIyIYw7bfiJWXfI5BuUiVre2D54FBogA7ALe+75KCO3zg61ZFkhwXbdQDSWscyO+NsH2tZyCT/p5JhYy7Lo7FjBml+Jpjp01sOGrdg7VJdmN3zNiTbHfmzM6zDucQwxnYiaUMh0RjNsVGTsgWY6PdtWbY1xgIAEP2mdRe1nBfI+/xD06w4MzY/9spOfaudDZibgeOsIk1gD9k1kLWZmHKhD2WZzFgiMTBFBublt/PPYb2tVJa9PNyDHh3xmOKaYruxV9sZMwOGfkdQDT1vPYlqpHzj2WPN8XyyfUnmdzo+90fDftsRt/tA5ejsQ1OGS/XHo7zxII7cpJN9tmJfN2/v55JwayEK3NehnysO9U1XMg2KQ4DNdzTrfWgK3JGjNd3UVuIwznnnAqu6+Cqup+nsrfHzgygZ/jbNkgg43p5qsj7WDgfo85JTKJ1X+aGrNcawT5RWRac7ISeweM8AdmOGqYvZ+D6WHTZIyccI8663s5wdb8WTjH28nyTFCSyUs+yiX3IjnELeNUW9916pzV/TyLxl77JtaJYu2F208gmIhWSsIQmJELsdM9Sll5mKWYfbECtgbpYsyR4lsHpnLNoKkK6tsguCDZTyM4d0jWQrS3qpY99qy3Sj885z4Q1UKlPEihhPGmK9LJDt9CoTjR0lSI924Lef8qkSeJJgIXPPyHPo+2gWkC3gK6IK3ZtFQ5/RJh/UiO5rJjZVgSXalx84wjNgtAuCMc/aJFetNDbFnqbMR6oDbOAVxvY4wX0NkG64WQy3VyjOdDYPnCwhUP5lDB/f4vkBx8xuVPksCihWk7wqCsmlFRjsX2lxNXrCZoDoD10SC+B7BLXti822AOQnzvgBwm2v/8K6gMF9VWLZ7/poLcJFu8T0rVDunZwqQZZLkCYPxXpIqF6WMJpAhmH9KqD04Tnv76EyXiyH/2wQX5aQ7+4gru4ZBnDySGS7SHqA4V2QQEM2oT4DbUWz37rBPUxoTlwmH1CKF9oHKyK4FVA27FXoWmh7p/0N9QZXuwSSehhQZ6iRudZEnnpyoIneQRIAAA+Pi1khvRsVg8Afc09k4CWS44R1IoDYSXuzi9MUieH/Isq8lJqW5+IRQCfC/bnOLA3LFKRQT2oGQPwgpBnIfZOCmOOA5GDNENqAfqC866qeWzkeOtjFLOUzyksad30hmuaQmUjUOE9gcHgEk9k0wyNgtgD6VkbZxoEJgS95y3O+jXU/ntja+R9A3pwEsZQwFhsSMQeajFMB+fC8LhRC0Hk4bAJQxEj4y/O1BkZQEGeQmoo33UT8SiYNi5Ij/syMq4VDdjh4DiIxyOWGscsG9An4JGmeydIkMEAgC+LssP+CIgSPO6cL3WyawQqycIWnvnIk+5jaoPnXuZT7KmNWHC5fmB3B6CllzsHoy9KG+6iJAfBGAjgPo6tJThHwesLeR7j+7Bu8E7GY72TJCc+fzxGI5C3m5BixJgIiI+ZiQG7NGSnQsKb+Pw7Bj1F5+j7O9WfnQy28b1H7+SAaZXx8Az03hipHeBjgG74bkMYXT8eO/E6seMj/lz+Hs2/fk6PGFDPRPLzY8ZUklkMDtMqgD7SahhzNLU+ja8hMugxIJO+0p7fju4rBrqTcyl+trHjLWKUZB0bAEyld5wt/F7I79TkPJ5yROwAtfjfsSMAGErw4/EaJTyZes4B6CnF97IvI+aoydiMHRlxjGh8b0QOlOfoHhygOSlQfJKwdO7s3Ctq+jngjAFJXJjsg1JrDcAOWydMv3PsqIuyVw6aXwuoyHunR81qHpJ6wmkyACcqSnICIKxTTpK2+QdAinYVOaNnAQ+iKFJDxSwel6WK1ij/nCnLApsWJ2ubXFdkzMeM/2gvFpVMCEEpir4vXv1lNxtWayni5HpVxXtKlM3UNm04t7yfruNskLvrezPtPPGO0iDTld/4MmJEOUsmiXrSI+GyZjZRSK5aqI7Dr9TzC5QfHaG+X6KbaajWQVcGxQsLte2QPL/isVrMeK77vBaUZ0yGVDWy8xq6SpBmGrrqYOYZmt/5MlavJjA54ej7DYpP1lDPL/hejw7QvHKA6gGhnTuQAYoXhOzCYf5JA73t4LIEqy8foDpSaA4IxalDcWGx/MDAaUK75DrdZAGXEC7fzKHrEkl9jPITrr9XPjHQz6/Y0TAvsHr9CNU9oD4GXvzqDMUbX0F20XECFwscf6+C04wvip+cA1rBJgfYPkzQvFXh61/6BD/45AG2L4qpWRvaFx7sFWcW5anD6hWN6j7gjloc/EGO4pT1v80BoZ1rAAsoA648v0jRlQrNUqE4M0g2Bul5BbVpYBcF6pMC9ZGDzR2ADPOlxixVSIqMZQCbCqdfu4f6nkOyIiQVo+6kVnA+DihbOWRXDkllkV6xvhZKQZ1dcAHzxYyBSMr1RpAmcJkHbcReA3XJck7a1pwURbTxSoFEV60VAzXvRXGrNURj7Zbz3kjrIlmX0OzGwOUpXJHDLjKoqgQ1Hehy3S+4DWuE4T0zTjMQpSrrpY+BDIg2O/FmiXdHmnjtfI0a50yv9zYWbr0Oh4aYRFmEtGKgR5591BqUZlAHGu5gwZr2swtmNmPPlrXsAfL3LxJQkuBhIl++IjLarQE619dDVIpjKaVvTeM3tiioViS2kmhEAtWjWIWwCWgNMbZCkLdzUW4Ix15DvxHv8wjvGBrRotyPW9oboK7PdEp6fPw1shgBpooQp1WWfgyAO6K5oPu6RmNpXwBrgY2TODyee4Oah2LoeBaYkxmVIC/N2YnhiZIDhDkmzyK6nhwbM3oO6OWnsaOBvCc5TXpnyHbbb+r++Q+aeLVH3t4gG82jxEFJAvJe1/DOiKNGxtjHUTgYALqX20wF2DdRIgGRJBmf2TSARhscQvxeMegNklm5VwHF4j3uIoZHQKSsNbERO5b4DaZU5N0P83MU4wg/T6N+8Xqjh0Y7nyicrx9/wk58UiyRlhaBtkF/xGHg+zAEZhMOCf/M4hYYCCfPoE9ENEi9LsAjPhdh4AwYGMjCcHjwFdcZHY7hUPK3V9480QbssIB80+8lQcouxq/sG12HMMlGAGd4ATVY36fatPRQDe5jch2L5M2yhhIlLLcDuJ9TyagoejbR72X8+tixYWZoWa93pNzSopT3AIYMj6Le0SnfSd8MepmgDwmR5yDz1fk4pQGr74HtIKFGdH+D8Z44duBQkUepe8eBI8AReZsgAWUO6DrYqu6dBTBBOUF5zsa47KO+XIGAgZB1Mx57PxYD54CMcdM7oULMoNZBWhliyuL7jAG5t1FCBmpp8V7hn1t4Fp3d7Vs0d52xHB8dv1viSBwpSdhGiKSi0dhPzcfwTKTPKppjbQtnVHDmcx1EDWgPvIzhB+ZjLx3SvuC91lAiUAnyUhkv2yukZI50fQ3oQZ3ArgvEgIyN8/kReB8xcI0Bmga0XHBiFK2h1jWUUnCaYJYF7DxFCsAsMpiC7XSreRLWRwTVArNncxx8/4pJmNXKP1AFOjpgMiNNoK4q6NMO2GyBJIE7XGDzSgHjndHlB1cMDMscSOeAUkjPtlBNASyAdunQzRlwnX89x+H3csyfGqxe42QoTgMH7zJx1B6kbNAQYDOFdq7QzhRWrxGaI8AsLagpkF4qFC8ID7+loDqL5igHLJBdEOYfW+jaQbdcDzBZd9DbFhdfO0A7I5gCKO494HjDlHDwroP7cY6r8zfw+tpAbxu8h/3tCw32bAqsXtFQnYMpODlL/m7OOuCSAjunK4fFextfsgDQ5yuYe0vgjTlm76+AzsIuMnQnc2wf5lh9tcFvf/1d/JWT7+EfPv86/viD10A/noHMDNkVYfaJg02Z5gUBJgOcAuqOoOsMsEC6skg2BtnpFlS3IWjU5Sko0X0NPK2BeQlHxN5cBZaAFgnUlTee/IbqkoQzj8rLnKZwWQo3y9HN+W1V7VEwfF2ioKqOAVyewRUZXJHzwmMBMgbmsIQpEnQzjWSTQFcdv+dNy+PlSzOACDZRrHWuGvbibbe7C1+k25bmvARgEHOlaAgElfeWRlIHSpI+xbIdGUHWhe9c07D+mggoCjaInS8Wv5zDzgu0J36MCUgvah6TTc0eJqllqMWgkn653lgnMfoUkGZ9DRrPKAJ+wZONXoCmVryp+fEZeEg9IAygZI/nX8niKYtu1OL4jODtDONuh8a8b+SdDIhZ1LoZAIWerYx+F4MlYT9dlOnR9HJeJaAcYKcG8fN2vpZSKG7vk+E4AF7/68F3yYYBETNTmy0bBsb0703uN2ute0Y6lpvIpkrs5ZW016os+B3Smt/LuMaiIhDlLAeJ41Jjg1acBdZxOujY2PTXlb4GubUHZZI8KG5UFuxIyFJ2BDW9/AhAnxEtyM52DfS+eLrqHRkCdMNBkmo77Z9d23E8cRLF48ayn7qO+uDnRzsyjOS3HhiSnxPB6J+a1lPSWwC8ADqE2NaYiWndYJwnmRTpUxyXI8lJSDF7HBu7Iu324CSAushQ6+NFifsnBjXQg6sIkAzAlMwzMaJkHowSM4Q4s/i6AkK8g4607g37tg3M/QAACuuB6DtpIjMePIN0GJMp9zVaw8NvZV2NQTnAUv8scgxKHI+00X3FrWdi1cAx1sdR9e/xoI3lf0DvCAD6JCAUAXTD8zr8XhEA75AK51UBKPD1bSiq7Swzj2G+yVwQ2WTUF/+PwbMPtdA8o+S6lpOZDaSqbvjcVL/uSn+4nFAJJeswD2RwXgIITp2QFr8fcH+ZyGHj1zCl04HkkZQvej7nOH5KEriDOdsWLb/j4ly2dcN9k1ADZ8N7F/rXdYHVE7bLeSdXALgydPH+GD4bKmF6Rx07dWRtcmh7B4nV/b6SJoO1L8z5WI4vzzyW9MdOnrbrpaN+3PqcCNSXHZHjjWfqE/+uZX2yGnYcqPDO9TGEbsjWRg6UsA/LeIkz0Hg7RcJz/DpPWRZstTgxDhH19yjvvwDbeO55hVl/P9H7E7UQ0yjjGthXP062B+1oOesmVAe3qTgT/L0jbB7nWD/SWH0pR/mUUD5zqI4JuvbkyQYAAc2CYGYZ1CoDFQXXqJZ5nWgg0ehO5lCNCfYsOsNAqQRMDtSPFsier1lKqjVskcAcZDAFYDMAiYPeKpAButKhXSo0G4Xj7zXs6NCE02+WaA4J9YlDN7eAJaSXhMMfAuULg/kT54Gfxup1QroGilOLs2+USLYOs09a5OeMJ5Ktg6gEuwXXHVTLFPURgTpg9szi8FsfAdaheucRbKZA1iF/umH13w1s/hca7MlyqDpg84pDtzSgWYfqUQK9VcjOGAA6TaFKvSkIq985QFIBxZlBc1LCpoTqJEE7I7QHBHQOnVWYqxr/5sM/wjvLZ/jOa4+RkMGmy3C6nQG/9wDFM6A5YtBpUwBEaA408EslqvsO2UWC+UcZx/0BsCnh4N0KydkWyrm+pELd9CE4aQKXp+gWKWx2CL3tkH58FjYpmpV9QGzXAUmJ7qjA5iEblMmWQabqLKixvMg0LRuA25pZwroGjg7QvnKE5ojrfRRPNkEl5LKE6/FttkHXDiK4wwVclsDOMqirdVhwgldfFiFhabxGPLAPwj4CwXhxSvExYsQrAoF6GUXs8fSsXIgDALzUwMFecNA4LeZwMzbmnYDT1kBVBrbQMBl7klyWoH7zhLMaVS306Wpo7NQNHFoQkp4NFIPKepAnrIuOGBZvqNjNpvf4iUGQZSHDmHgJB55g2STFSJQWxzsAvVdXpLBZxtlTFbETQDbOqg4bHmXZcHGOxzFJOLurD06X+Ai0LZ9XNja5ZtvCIfUyEuxuBAKgwJu6UnPe0IkGRincKGNqmgCtz5Ja1wxcguHOf2fj12/AbTMAmpB5Fb6PAJPWbPSJ4QQEI0UA6yBeJt6E43MA7A2U681mDEoT7WXZjZfxRM4JkbeIgU8EtfAJhZwNaaXRtt65049dMHRlU5YEAgIyAAZlEMlT/66xkYeInfQGjshBkwREqgfIMj/qugf8/j5sXQ8SFLCEWfcxQgLExZPugbJrO4SkKSMGRvobSx1JVAp6TzysjKmiYKDH7Jg4mgLIsh74ijEdxfEOwIJJhs6RkYxv4IyJPf7hmUbybWF4I1kxDdbGkdMmzkw4qmsFoM8YnLp+vOMyJbGhJn1PhX13vQEO9M6GSGngfCz1ADQaM3h/Bn3Wmr8zdjcuVIxoYVTHIE9i0Pxzj+XfwZGUJD4e3LMY0VoYMvCO5X8RqxuKOBPtZarCc5d9CeidW203eI/CsbK2DGS6tgcc8t4a9Gu6rHHxfBfHkU9sEjN9so8KG+NcD/RlTxUwGHomY25MH1bg+zZ4h66JNWRHq/IlBBQ7PiNnSOyUdXkKvaqRnG2AT56zDDB2KAowH8m/7Wodnj0zU2oAwCjLggQyBjrkSxsMEgfFz0CpXqYpzmJJxiaMk6xdVd078OT5RqEYMfih0TVCeIgH0DtAbMSq97LIZLgHa81sJoAdZyoQOY14ToZC6P475/q1TpwV4TtZm5Vn+eDjN2WNjJjRYK/I/qB1CG0Z2BjO7oRGhH6KMw7o6wc626+x1gGmGykCFJBLLeIE7tX76OYZ6pMcIHBiEwu4hEHZ/BOL7MogP62xfq1EO1eoDwmrN3LkywSz75mQk6H+0glMruASQnrZgVoTwqXIOczfTaG3c9hUIXu6hnpxzrZjlkI9uIf2uEC7cOgOOyTLFu4YSLIO33z4BP88/zLgNA5/UIO2LcgYJNslHBFUa9EuE3QzheqYYDVw9brG+dcdQMzU5S8IunIoXhikmw7tPMHFlzNsH8j6o5BuuTh6dt5BVx1U1WGRLbisxGUD8+AQNk/QHCUg46ArB/XiEvbeAbp7c+B7+1/xLzTYSzcWD//ZCqrqMHu24Ew9lQLIwSYWzQFgNSdoyZ778gCJQrNYwimukVc8q5FeGiTrBMl5BTtL0c6W+EO8jT/58FXoP5tj/qHD4oMOZ19N0c0Y9bvfuALyFpvTOWiTQG0JSaWQXnEwabIm5BcWi48arB9n2D5QuHzHoFmUmD/NMP8gg77YglZb2POLsMio+QzKWCS5huos1LblODM72rSMhTM16FIhtQ7Ly5zT0NYtM4nCRskm4BycN0bVyTEcgPR0g+x9pqFd2cf5Uc3lGYJXpjN9EpTGG57OZ+HSBajkVMyQhdQ6oPVMkejUnRtm8BRpk6KwMNtt1RswSjH4UCqSBfgFRRbatutZwOWCr7Pdcv/ShDM/+XFojjLOfgTA5fx5el7Bei+bSxPg7JIZPrmu9KV1fUKXWPIG8GI+kutIohypPyPMrDA8g00l9tK1nV/EERiA0GRh9wZcXAsIQJ/9KmYaxpIpWZS7Dqhq3qDl89jw9QxP2JyMgevc0Phr2/730bllfrKsTPMm7Oeg8xsyJQmDYflN13FB3K5ncTkergrzIMiOZSNsIvmsGNoCXr0nMpbThuK6HTOAYhzGkqspuVgwEsRTKWMjhoVkN0PGiQSEGdtWvWQykphSlkVstQFavxG3Zvj+eElS/D7sbbERax2c7T27pDUI6SD7HcvJxDjvwmbPoKSXLgdPMMDOGAFzccZSMWTF+USqd9Q4zo45kGPKWKOfc73EdE+mUg8QBpkfI085ZZx8hMQ4CexuG/oZDEd5zpKgakL+zM8TwfkUpEu+jMUgxjKS7u6TBMaMeGjSx+jdC8beCMwEuaAH8JIkK6xHnTANyjuTXA8axegNz8T1IEqegxiWgemSQ2PwN3TgcL8itlnGUAzUSGYWnJOx3FupYKMGZYN3/IQ1MU740La9nFnrIdCP5grL34dt+FyifdSgd6ZE/QwJMtquN9TlWcdsn8gH5fnFa0WQ0Xrg6OucBdAdgdmd9PvxXACGjKwAJP8ODpxdxnDpJVmj4j3EJ9cJzhc/L1nlIwqNEQWvKADfAPad4xg9v48JYHFdx3FjAkwjlU6/j/ZOiZ2wAnFKeBXDIJEWvBNotJZDI4DmAavuZesO6NcECanIsp6Vle8sOy3k7yE+X/cqkTAHUq9GiZ1hSkGVRX+u+N327KYjxbHgSgHo8wrA31uYN5H6B+CY+oF0VXGJiIGEWPIWeAYxOD505LQAeG3uWgYf0KDc78feSRPGW/ZWrb0TKFqflALl/f27uu4l6KP4YVJReAW8s7ssQGXByjo/h66+vEB9pLB5SIACTO6g31nhKw+f4p3lU/ztP/gtLL6f4uEfsMyRrIVuCMVph+SKFUK2yOGKBPVJCl0z4ZE+vQJtKrjNFtDsbFXPL1BKSbYigTtYQPk1x+b+ndLgfnQK9DyDu1T4yQdLvPHEILvconpYAOD4uPSiBRKFdpkgXXfQlYJNUrz4VULzoIOadUjeLbD4gOd6UgHdXKGbZyADHPykw71vt4FwcEUGlyXojgqYMkE3T1EfMbto8hwmVzAZ0M4I86cG5IDVX3gV7VzB5AT8pztLSWhfaLBHhhFzd5hDbw10a5GcV3j+m0eojwguAWfWqYDm/sxbM8Dy/Ro2UTCFQrdIoVoNai2ah3NsH6Sovlbh/skK86zB+4cl8lOmS1/7j57AHM1w8c4c53qBy6UDCqGOga4EZp8ABz+pQI1FN0+wvZ9ie1+hPgbcooMpNJwi6NM16GrN4ES8eF4GCWuRXNVQlxvv9e8XhuBxEibNOdDlCvpyxTKwOWfJct47TusKVHmve5byQpV7uU3dcCygMWxYx0ZfWbLktDOcOfRgDjvPA2BKqoZrBW4rzyBFRnYsfYuzjUaeYMiG0EbAZeBJ73Xsbt0FT1pcbJQOlpGB5EGYl+qRMaC242KaRwXahUJ+YZA924Le/wRQGmoxg+5M/1vxtMZSQGE5YolJbLShX6TFMxY08l3v0XLExdqDoRMzDM72RpNI5ZqWPflyjVhOBw/IMt0bc7J5jKUVfq6EfowMi0E2SzFEbBc8j30msV7SMk5XPTD+ZH4KQCfFY2gs0FZh0yUt9Rt74Dzw/smGFcvxrANciz4pDA09sIOYNJ+lVgyOEKeZDONkfGA7tOZN2m+cYfPzDEEAcTxAgCNPVhEnEtps+vi2wHB5b7yAXdMnShnIA9M0Yja74NGXsY2NNwBe8toDhThebhDfKCBA2JL4vMYCpvLj4MczS33sTcrGfdf1BgXQzzOJN1SRwQg9kAqHZxglZnEGbLxAjHI9WA9I2947LMBB/g6+RmCTHfXnVJG0V1hpoJe/jljV2KjvDb9hv10kXYodVNITBqaRESbj49+ncUY+WLubpXYMfuIkKiNZqoC64LkPc97XUJS6lgG02qCcCM6hkSMjANdxnFnMFEaMa38v0TojRrQAKR/HM4iXje/Zs0cDKWUEbJ2sO/7dDHM37lc0pnIO0myoBZAO9Cymn0u7Cay89NxR7/whxfcRG78CWiUZmawxMt5Bzhr1LXq3B00cBeD301Z1b7invZwzrIXWwXZNz1jHEmzvHBooJoizVkMS64zYmJ3MleEZ+DIhUdyoaz1TrjWoKEALLmLdPpiDWk6UoVYbUBgrG1QZceI1J8A4dtDFCdpigO/v2zYjp1c8LojmozFwjQARf822Db+XOP/wvah0AF7HhBGMGbay7P8uDs44Xj/s9X4vscx8yf1RtJf3NSIj9Yn0UySg48RGGL7/XDdZ9eyjOH383uY6D+qgWS3kfx8Knre9Q0/q3w7iFAcOG9UzndE+74zl90Acr7GKQBLFBOdcVOtRnNtEnIlzXsIWOdSqDk6E+QcV8rMEyTblMmXWIf8nJf70X/0ynv9Lc/yvf/fv4e9/9Zv49qtvITtVXKYhd1j+OMXsucL8qmYlSKKwPVFQnUKy1UjOcyhFQJGBNhw25cocMBaq6dAel6CKnTlutQYVGcjNeD/TDiqxMIWFqbkkwvqhxuoVzeUUNszAnX59xqo+APlpguLc4eD7V1i8n6JdJLj4coFkA6Rbhy4nNIeEy7c0bOagWkKy1sgvEmSXBQ5+pGBTBZtp1Mcpl4Ij4Og7V1CXW8YLxwcwywLbV0ro2sEmhM1DcZzg2vaFBnsA0C4zbB+m0I0DVgZpZ9EcErYPHczCghpCsiWkqwzdDOhKwvJ9g/yMC6abgxzOSyuSTYvZU4fFHxV48VaK83s1VENItg7pZYvm1UOQczj4cYWzr5ewcwM972Bqv6lCQdcOyYst1MUKqXMoiVC88wibRykuuhwHPzGYfVQBp+eDTJMhiYKkhE01XJZyPE1V9WxWnsEpfiHY067hioxTx/qNHeTTwq/rntmT5A+wwMWK6+LMS+DkMLB5bluF7JPImdVzOce/oWmhr5jFQMrF2F1d82Yl9fcijzGAfqPWipMTwHsxm4bru8hxYvCnupdsOsv9EcNCjPok6cFBmXO84jJHc5xBNRblTy5A2zoYE+1xic2jDPURP2O9zaAe3We20jmuy+djDXrvXxqAmEjyJN3+Tht44tjYcDIGsec/jjki3oDCWETSrZCMJTLww4YuoFMMnti4jryIgwBz8cZ57ycJ4JNnFd3KTnY0oJdZijQusBjD+Ao4C9sYkGKWDp6lDQabPPsgH4tYm8i44I/6jbtnenp2IDAr3rtNRP1Gm2Wc1VW8r13H74aAOWBoZASveduzP1E21TAfonpDbtNM1hwK8ZtemtwzWhGLaCM2x8sXKUVkmKn+uQi4lkB6OSb2GlsFzg/tn1Ge96xd2wSDQKRfQe4VMZsDhsoYln1LC8f50gxhnrDhQVnWA6DB853eecY1FMWLHozdLO29/TKPYyNfHByBEfBS8YgRCNLVOD5L5lg03yRrnzjYBrU1xcgXgOfcYGz7GKPIiaJZHjsAY1EjIMiFQ91GqxCynvoyN2PQPnCqCCs9ZqH9ucZJTjhGKO1T5EcZE+MsyfE1xsyEZFZURb67DkhhZgEnYsAGuboLa2mQmgO9nC5ewyQToMwPAUFyjzEgdo4lZ8LURmz+ZBtLiCPWOWb8QmZPikCagNY4AVA83ulQCtqD0B6QAOidgAawW3a0qCztQZ7W/D74PRxK9ZJ0bxjz/fXsde8s8vPGg8eY0QlzScbRD7kD+j1G+fscAw7/fjljoNoG1MyBkxlsxhm8lYqelyQ8icFFlkFk8kD0/vsajtY6qEL1zmu59kjaHJwG8ZoQjXFYe+JkVkUeyS39XBK1UnAeRg4WIrhYButVDGF+yXyMahn3jndZe2wInwBiZ2nvJAj7YvwuGCBOkCYsabhPv9aE+/NAazBWZAH0MbhBVdK2u5Lv/qb7e5U1wNskAdTyg4NrXXDEhDGOczP4fYOKvI/fjWL1XFUDR0vUj+c4fyeDroCD9xqoxiDZGix/bGBzDZsqdDOFV3+vg/r/HuP/+LX/NgDguHawqYPJKWTQd0Ro78/gFM/h2TODrmCWq3plhuw8QfrJBSu2kgTu/iHWby7QFQrLd9cgyR/gLKjjounkAJCD1hZGO1AHHP3ZBmaWoCs12rnC5VsKm9cN5j8BimcO8ycG68cam4cKV28cchJbGdrWwdVMBpkccInD7CNm5g6+cx7uhdZbaP+eZGUOe1CiW2RwWsHNC+8MsVBVi/QqQzfjvjSHBNXwda5rX2iwZ3KN5iiBbhxU49CVCue/coz5x1yj4/IrCu3rNWZHG3S/ZnFQ1Mh1h+//0RuYv5/j5LsK+fMKSBS2j3Jcve4zen59BW0Uum2C+38G5BcW7UEKmyleFAlwv7TBr776BAoO6y7Dpk3xyfIQz+YFrt44QfnsGNmKCyCuHzMV2y0cTEZwqX8Z571H36UJnLBKeQpTprB5ArVpodZb0LzkY/yi6FJCd3QIMpYzffoATVptQ3kEl/QMC9UNyxHrmjeVjpjijtMbnxxyds5EcYmI1ht+fuNxZc4L+dWaX1xrocrC66U1XFX1HrQ8740FX+7AGcMbfupjxCS4WGKcRF7mF3QVjHEbDCo1K9nzlLAX3ypmZ9ePNbIrhdl3q97QTDRUY5BdGaRr1lU7TegOS6imY+/S0QFUZxhYbqueDUmJr+ENaJV4qZm1fJyANK2hMh152m3PEio2jATUE0zPNvhjx4XYw+afZ5y0Q6keoPmEGVI/ro/N6iWesdd5YPjExveYfRUwKDKWuk86wy+aMBbek5fnIaamz6CmORudvxe5T9d1Abyqg2VvUDetT1xjIEWxVTY0VKfYCJFVDTKEKT00qJzjQqlNJOMzI2PBz/lYChPGoywRZEhRf6eSqwTPJRAYRCpykPKezijDHJoWoV5T2JwRZHaUecMLvHGKsUJl0T/DlLw8U/X3J+fwc0I8wc7Lvck7e4IBYEcGsTia+Cb8ZwSins0kRd75Yj0oY2PF+cy3wfgg4vnqjUf5LaB3AVDM6HiQIUZfqG8pLLgHWcEYjueJn5shrtExa+i/HBh1oXRFiBvzn0vSIpExSdyOGHbW+SQ2DEpdQ5y0QwzBmImOnW7CckXOkeAck/4bExJdxN70HRBhDCcu8mtskL9FjGHIykgEs612HCOhb1ay/HqZmYwJMGSoguceQ+Zc4lyjumcy3rDDmOOBjFXubzFnR6YdMT79hAggA/Cg2zuO4jg0yeIoTIKKEm30GZN7aSbfZmSsUu+82k0WhB5Q+ayJPCZp/863Xc9SidMgjqeUJvJA/w6qsuidNwDPj+22d5D69VjWn9CnuAyL3GuURn9QekXWydipNQLXMFwTNG5xhudBdtKmBbBG+vSK90Z5tosFq4oSzfbBasM194wP/yhyzsRZFJAQlLBeSTypXEecKUEZQvyZ/F3WTkmqJpmLZZ2az3g/UNQ7rYh4r1G+TJWsEd7+CMopRSDdK4cGDifvLHXGr+l+nEXqCx/bToB/dtF6LPtUvP6JAz7PQfN5Pz/kWYjDWWyFrmO7ifq5G+op51FymboZAtyug8Tih3U+ONr6tTuOXed5pIL0WObVgJiQe4rWHjosfIiDYrvSOQDWx4azU8YWGdplgrO/YEBlh+eVRvY0A1lCc88wObMmPPgjyz7M2uLRf3EBWEBKpZlCoXtCyC8YJCYXNdrjAt1cozrW0I1DdmUx+95zQCm0jw/hXjuG0wwSQYBuHRc6T1iNFdbr1sBphyQ3eHC4wqascbks8dFfmePwRxbFixarVzW6GeBSh3bpoBqCewHoBiDjkF0C1TGFkK/sEtCNw/H3G3SFRjfnOnvJ1sKlAr7FvurZUHVVIds0nGdjVqB9sEB7wJUE6kOF/JKBaTsHEgIQldGaal9osKc6i/y0hc0UNg8T1IcK1QOgObBwieWH+nGO9Yc52gcd5l96jl+99xGefmWB1eMC730jw6v/YI7ieYvitIFNMpDROP9SCjQKaqORXzBgS9Ytto8LH4zpgHdn+JPmVfzWV97DLGnQ5Qqt0Xi2TdA0CQCCbgnpRY3tr+RYv2Fx8o0XuFg/gKMcx+f3gKplz8K2AlEJV2Y4+7V7qI5Y9jl74lCc51gooD0sYAoFEJBsDPS6RXLu454iT2AAZIpgFyXLGTvL8UAVSy6pyP3mUgVvnAP4xU01nNIgwwuqPZoDxnGSk03Fx3Qdb9ZxHIoxbGCnKRuJPulEz3Z4ydzxIdys4ExK25ZZuKvVIOlFSNjgY/I4VTA3Zyzc/QXa+zM0RwnamUKzJGwfEGwC7/1lFs7OS+jLGuWqhlkWcAlnFK3v5zBZAZsukZ8b6IoXDFW3oLYDibTTOdBywRf2stcQOyJMh/aAWjykAmBjFtDWkbzJG+DiBfVacvEMUlmGjc+tN308hPdm0nLBDJ0kiQnSShsBzYzZ1FQF6ZddrXv5Rsy8aDZ4w7mIQgwUP7feIxi8dQDQ8TMP7ETcaOi5lGc6SOTiDeo4+UCIw/SgimMv9dBInJVsNHgGCJ0JmT0B9DJEIjYApE5i1yHIX2Zl78VsWx7PInJObLe9sZ/nvWHrgZvKc96MtfagN2Yke0kWADYCxDDyBkpcFzJIiIwZxLQKEAlmmBhrm00wGIPnV0dMjz+2Z0C8R102+ziuKG7Cbhj0jgLThjgTydwWyo14YMZyXCCOiwPAwM1nr+zjx1w/B4OB7DPbiod8INPr2SMxBGkx93PJALrPwBruSeJtgJ6hFRZQWsSYh4RCsdMkctw4nzV5kDBJnrmf08ycWoTSHLHzZRyPJTE8kQSXYqM8BpxRzLIkUUHbwkXPURjvQcbWmF2S6219bHZkwMesw47sStqIsQoxyD4zIx0V/CzaLrBVg/feM5HCLIbYY1IALKB6QzJ2XsQFnwOwiscyivuS2NTAlETJSoSgo7YNbEVchzHE0qk8jFlckzJO/BHfm5M1xX9GFLEcQYJpB8yJa7ug/AhjLO+QZ96lrAJ10TVlP/TvOGfUjWJ/Y4eEdxhMZXaWmLUgc+06BubKIkhDPbsnDKfUtaXFIjhizbxA9XiG+kgjWx0hXXVIzyqo8xVQ1awoyHPOFJokvMbKOjxWpYhzmDxj1nWAY2kmFDFwKLJeyeR/48qcFU+iuJG5crDg/bszzOIpxSD0as37LxErPUyUSdt556kFIPVH5XpFzk7XguV/BPA7GhQQ25DsLLw1sq4AHBcnzyb2dWk9tJ26Dm696fdg552u5Nc8pRjEWgPA77kSA59lvF74Gnau5Zj8sAdFzrywjpAahQ8pgBJ+XzyIFcc3JQnH2sXzCH69jR1N28ozpr7slWQ+7bqw3umnZ1iuK9w/fojNowTbVw1M6eC0g5t3ABLYhrB6VYOMhuoSLN9PGAslhNUrGiYn2JTj1pJKIz1OsXmgUB8Tto8tyk8UDt61Hswb6HWD7qCAzRSapcb6kYbNAKsLzImQ+OQtcA5q0wIOIHJItUGWKCjPuF6+pXD+lRybt1tQo5BcaBz8kHFIdaQxe8q18bqZRnYF2JSweoVZxtVjDdU4ztB/0eDiKzOsH6V48ttHoA7QFXD44yNk5x2SrUE3T5it1AisJQiYv3vF2frfWeD8Kxrt0gHkkJ8TytM9qgbfvtBgr5spnH0tR7IFVOcwe2ax/NDiyW9pNPcsaNahmynAEGAIqzrDe5sTXP3pCeYfEg7f7WAKh+2DFDYBlGEa+PBvK1y9lqA+IVy8Dcw/Jix/YnkS+AW5fdDhzVdO8c3lxwCA2ia4bAq8WN3DwY+Awx9VIOfQnBS4/LUGr752il85+Rj/aHGfS0I4B1pt4K5WYZFXAOYflVAd1xdJNw7ZpYF67xPkJ0dwsxy2SDjDZGe5OGfGWmW15dSy1Haw8xJQgD5fecbMcfKIPAMtHb+E3lC2xwvO/jnnOiHUOaQfn/OCSIT63jHIAaq1SFYpaNtCJRoD49KnupXFJbAh1oaNkog4a6HPEqUut56hTDh1LgBsOmYBfSMxzkmBkkiasdogq2pkT1O09+ZYv5ajukewKcEcLaBPL4G6gfILvTB8qCySzkIvcthMweQaxQdXzHommqWlWQp3fsVxZl3n6+/5xc0vZkEG0vmCpWXJSUdclEVMNuKu62U2QC/DjGLgYmlKzFwMYuPEiPQbAIAetPsMmQB4cxPpqRhlWvNmJeMayeDikhiD5q/XA3Dbe0zjNNmxLC5mjzxAs5IwQIyQ2BD1Gwmn9dY8F67W/vx+7ogRFRlNAHzh1IqTDm23vVES1YEKsYJADygUj6FsPki8dNpZNjIkdbdhAxYZe55D3AfAv/MS0cB2AV6O1fE8ijbycN9dx2BwlvSG4TheRDyywspbB7daIxSDj2OOhA2Td87PqZ055MFsKGUiMnA/xwEwKJV+Nt3wGYmUVeSAErvk34EQS5tGHmYv4XNNyzF1cVIG7jz/4b3nklhkIAuSuWIMGxDilfZZLuNY1fCupEkPxuN78ln+Qsp7keWN4lVjgEbkU4fL+9y0cHVc2sPPjSLn7yMZY5Bf1zWDew8IA1AXttazDgKEg8xSmKKIZQrPXGTlEVsdDDthR9MUWiRoQGANgmGPfl0JCaJGYynjSUnC/RVJq3ec8BhwKAHNMygfc+ri78dgzTsd0G6icYzApZeGkWSrtY5rr0bvWFjbAPQJOwzg1CATa0gO4pkyipJsBQY8SiQi5+qTg/Txn854VYbr1QBxwo5YEh7HnSphUeS5OcdGeZyUwzPXtJiHLM+2rpnFzVLQrAxgyfrET/AlDPgkFshzdr4mCWANrwtyX8YMHSqiNNE6AJCeSYtks/L8yDM18wOYwxJXX57j6ksK9ZHD438CJJc16P1PeodKmoCWc0565hxo450b2vXxfbOSn7usP86O1msArVeUtC2vqWoow6QkCYw0FawYckrBpdTbOMrLig8W/Gx9Cv7gqPTMYLweu3UkdfZOQ+fnz8ARohTbLl3HzpQ870vYkAeSWdonsOuYvXXbqgdyPq4uSIuDA6+Xh7qLy359m814b4jZPCKQTRioe0d0cLp5pYmfbCFjNAC/Znv1kTCCfo8IdkPcZF2Yz7zD2ccqdlFheln7moYdb8BAckuLOczRDGe/7GAf1Jgta6yfz0CtAmqN+XsasycO2ZVBfajQLoiZvJxQHxHqf/0Sb987xSvlJf6Tf/RrOPoO4eAPP8b8/gHqkxwXX045nq62aB8fQfkYxvTJJVIiJPcXKJ/y/NHrFqpm5Zp55QRmlqBdJAywHJfgqtsE7SrD4+920BWXW7L/giCxretXEhjNtf+SjWGb/0BzEXQN5OcOqnNIaofZByteVooE9REzf6oGymcOugGqQ4XqMANZoDwzaBZMZCRbVhfOP9jwvG8NDt7dYP5Jgnae4PyXElDn0M5+gZk9MkBx5pCfd1CtRXWS4vRrCUxpgcTh/v0rvHV4ivv5Gh9sjvCbRz/Bb8x+jBe/Ncd7yas4/p7F9l6KrgS6GdO7zQHw5b/8Pr42P0OuOvyH3/5V1PdyVPdKrF93sAl7gP6NX//n+GtHf4LfyT9B5YBTm2Gha3z/wUPURyXaZQLVWKjO4eE/znDx6mP8w79wgPnHhOLCwGkNdzBnAGYM18vLfGFGAE4D9SG/xMXDe1zo/OwSydwHD4unPUsZyG04+YWdl+ylaL1XURb0toNbzmAOCgZ2Dpz187yCWtfIVhUnYPGxAd2jIzTHOc6+6uv3dQ5wOVQHpJsjHP/RGfD8jI2olJNc9OnkXaiLFmQOSnnDnKl1yrOQBMbNCjYq8txLM0zwwsIplrcVRVgwRYLhshSq7pCfaSx/kiDdOKirDcz9A5gyRXuYIl110OsW+pMzXsjTBN2jOawmkAMzeU0bvGIwFvbqashkRXKaWFZGlAOzWZB3EXFNOHQd3MVlP1G9QSXF7Pv6Y5FEyRvLcYY7V9U9OyoZK6Osbq7rjeFBExAli6yzvTwFHrQCLCWKWthQBOBKbFKQwHkDReQ0HqgEkCcbkWfUXGfY2ImyT5KwZwAH0lc1qGn4t4sZexD9pggxkuOkHcGosmHM4QPqObnK1QAkU+HlQzP/3lgLVJ5tsrFRm/L4ao04tlH+g5QeUIrTQpvWOzDyXnrsgaOTRCsekNLcs+Aib6m7HrR5higY5estG4mLuWc2NGg+Y0AsTfpVN0Npqd/g1XLBsb3zso832zCr7zbbIbiUZ5dnPKYSfxWxPFzeJJI0Ab2kSGSMYrh5FlTNZz276o24gUc4lnBWI9nwCODQYt7H0DbtwOCSjJJxhkxnDKjBMC5YxpgkcQF/rvIZ30tR9PPKjwG/o2lvVIs0y18DzsHWNZQi9v6XJUKGOjGatWZmP3bciFwzGHX+2JgpkjWBVA/kKQKAYtBZy+u9MK1ZyuuIZ5OZ+W68tJf6a8l4iFJB5qK86xJzJHNgvelrrWVZvzY1DVSew6kiqCDIH89Fs/u6b0Ei74F/KA4exdLJfQf215oQb9wnLfH9FwZOlAgihYvij5ihEaDIoJUzy9owV+HlhoPkOjHoEaNcxinLhsqFtuvLrWgNNS/72HIvtyOvuAgSSVGyiESTIlWFsyCbhXq6Iud3SoMknsqDC47z9+st8Tx0gWwxIFBYy/3Lx7ekNYMTuYdt5deg/j0NsfJFDnu0QP1ghvokxflXFOYfO9z7Nl/T5gn0wRLu8orvwa9V1LRsB4jzRNZg/yzC+rJaQwp+qzLt1Qp1w2vcas1dh3dw+nuxct4shbu6mlhjbK+88eNtY+k7ImdGkXNfnAtyTOd6px7JumMdr9GyL6bZ8N33jptQTqIoPFD3zLIvAxCklMHZSggF1rsOWEuMoPZAnvq1A2CllmS5BcJ8BhCcepRwchy33fYqCRfFmYtixjovY0/9vO3Z/VC/Tt4JaYoQZIPxOitzTNYoeQZag44PUb19D2fvZPh3/o2/i9+Z/QDWKfwvvv03cPp8CXQK9T1fI7tUKD8hzD+x0FuL4kWHw+81+NEbB/joVzr8e2//bVz8pQLfuv82Tr69BG1blO/XSNYz1PcyVMcaZHJWqAFQh/y+mlxxyYLaIn1yyeyfc9BPz4H7B6iPU+BBjS89PMU3Dp/g+XyOHyUGp19/gKPv+3wbimBTlmLe/4NzuFSjW2RoDhOYjNCVCsWZ4Yyglw2u3pph/Vhj/egIunHQNVA+t0g3FsXTGqZMYHKFbq5QPG+RXNWABfIFS14BgCzQHmRoDmacwOZFw4xfwrGANiWY4dTeaV9ssCcO/EON4oVDO1NYv9kBpUFadCiSDm/PX+BReol/8eJVbA4yFNTCWAWzNDj9RobLb7bIDyscLbYokg6P55f4X7369/F766/hn168BVdrdHOL1ZsEvSEkKwXdAN968iWUqsEv33+CR1rhkQYeHP0B/tJf/DP8l7/+Zfzt/91fQ+nr3V28AzRfqvFbX3of/+XpL7G2+OgAZABlHMrnBsma62qkzzYwmQKZDO2CQBaweQq6dwCYoRQORGx4K3Cylc5ArbewBzPYPIO9v+DCz61B8vQCtKmQbCoknemN9bqPa9D1kjN1pgmzeZ3D5lUHMlxKonzKQLedE5oHc6SaoC43aF87QXOQQjc21PdLn1yANlvg8gqS9SzIW4jBnmsaBhNKsXF6uAAWM15YN1s2TAXMiAGapZyYJZNgcIv8+Rb5U89Y5RkHu1qH+kBjcz8BUGB+r+DA35IzK6Vrg/zpJmzQLtFBvhm8ykAPOGIDGOgD5QGWXFjPTnhwo44Oh5JOAU8Ab+aeDaAkik0SdsuyBw5agQxxQh6RiC3mfjxsMCAGMh5reomPVr5khMSumR6cKeqNZy+7CN5dgI2HtvObq4+DE9bVG3whUYNsXJsNb+JJMjCmSAzbJGFxuRhg3tBjY82wsRBJfUhAtE8WBICdAb6FOLt480LkpZYNrm1BNu8N5FkZZBvo2EseYo+sZ76VB8vinfRe3ADGO/YMhw1SEdyGExxR18soqSxh7x3ApSyNVpebfm6LXNfPr4GMeb0JyRZihoKL0PfAILCocYyh76/EA1Bnw32ibUPsE7N1mWe1FZds6fTAyA1zS2RLWrPRJsaaMKxtDSelUzTH746zBgq4EaYwLqch0kInxq/WvcGx2QbgFieHEWdWiElyUiKhZePIGO6nAEEWZ4TEHiJhBwB3tYokhh40+pgmZ61PQS8JOTKWqPm5FQwkoF+f2yh9uYw3AJGHDwBuFF8lIEhYUX4O1AMYkYyLhF6Oi4A2TBVqmcZsE2nVs5CkQNbLtwTw2K5P0CH1wYQRAgMUVHVgzYIhJ4Ah2lco76/jfJkLzlzoApiNW2DJ5FpV1WexjRnAuMSCj32UeCNYBt+ABwYi2wsPWYC2Hb5voh4wFvB17eSZ9Bk4bQTuWmaatZfdyvruny+DDgsoB6Bn/Gg2698tkdxpHZwpg0QqpIDaG/h1FIcYZ4T2z16cd6Q1MI9AqrB9WvvzW65NKuNZ9aWOBtlqI+Y6hG2kCfRRAV1blM84ZGL9KMHygxZ63cBdrUAHS7jEj/l6y/OlbRgQZezUDet4kQKWna1YbwFh2vOsj/3zzoQ4gY1/+L1UFz3rGuYBKX7/ZzOe30rx2tW2oG3VOz0G8lzef0neV1EUtK3POWBZmRQD4daFxB+Uu34e5xncgp1Izq+R1HZsi2nFDnrVO6fixgyw69UzzrGN5GP5gzQ4Tbx9YHntknffg0XOLC1OBAXX+Wzeks0V6O2VTPX7mDCiTdurzoiAXEWxgKpff8Ve8c9lMEdlnVbE0lBFUI1Ffunw7/0XfxUH9/4i3jg6h7UKi6MtyqzF6jgHkcO/9eU/xg/WD/DjixN88uMTzN8tcf+PNdqHLR4vr/B+d4A//MkbKN/NQN0G1WsLbB8kePo7Di51AAxO/pnG4iOD+Q/P+B1OE5hljssvl+iKBA9eFKDLTVjT1MUGc+NgLxeo7yf4cvkMv7F4D+/OH+BvvXWM2ScaM/+O600LMhbrt5YAgSWaW557q9cJzUECpxJsHnOJBd0Ahz+wyFYWydrPWwW0hxku3krgNOHgJx2Sq5prPlc1dFkgLXOYZQ5TJOjmGl3JIJtM5sGkwcF7CibzYUzXtC802FOtxcH3LqHOrnD6F1/D2TeAv/Zbf4x1l6MyCTZdhq1J8QQHWNcZrroCV7bE2aaE2mokW4fyxymaE43V2xbPqwXe+/ED/E//3/8ODn9kMPukwSuvaZx/RWH7SzXMEQHKQWcWXz04gyKH39++jcYluDAl/rMX7+D98yOcv1jgsQJMrqA6i0ffMli/l+GfPfsq7v0psPi4RfnuGewsh8u1j4fjQMzmzXtcmJ2A9IozAZ39ykGggufvb6BWFQdtepaPjASbKrg8ATUddNVC5QnMsoCZp8DDQ+h1wwxgYKg03OGSX8rLlffMKeDkENvHJS7fTGBe38J2Cu0qYW/LU8L9P94i+8kpl2tIEphCoznQyM8d0ssO6mzl64xZZut8vJgqi0FsjsSqyOJEUletaVm64+VhVHgGquuARMPOczSHGXTFdUbYgAJUa0DbBmpTQZ07HD+9hF3OYGcpnCIGz46Qrg3IODQnJeiogKoN0icXofjmQIoVJ7iQzd7LzgIbI3F4eRZ+69q2D/KWzVO82kpBFUUwEl1dB68hFPVyDPDmoZYLlosUGexyBtV0DAav1ryZlwWzSUAvNXGuz64qYEs2UJ86n7KMGZg07T2pbduDbKDP7pb2BlXw9EEDtus32NmsHyPjjzXMYgf5Toh3sr1MKUqqgK5jj7/MDyBIXiBJQlz/++DB9HEhrmmDgUplFry17vyCzx9J9/pac71cCwBQ9bWqBs0aOB+f1G+CfX1KzjrmjY+091CHulTyX1l4A8rHgiSaPYxtxOJG8rEgi1NtSLQSmMSIWQvzcbPlQP3LqzAHXSQVC/clBqZzfG2J5Voswi279aZnApV3EMkmDgTm2fpkIPIuDMYzMqpDmvLA3HtHgxhzYuCY3rMdEpz48RgkQREG3jBr7JoGFKewbzsPQnXPjIU52r+fwRvu56MTyZcc10iSKdUbSWI01jWsZxWCbE4cAE3bSyhj4BQnNpB7EdYqToAwlnJ2zBhbYRg9OydMUwyiAltrIymxADaJDdJ9hkFKIgMbQIjRFMeMf4axFJudVc7XsqoHDELMdATGTGJ8PXilJIEV+Z6xkQNnKG8L0tPArveSWESxmcrPEXm2vXyb2dQwF+S5RkwXSbZPmT/CwsmYxBls0QNK/kyFP/t4Sge0dS8RbZueSZRspdJfyUjr41xlDJnFq0IccJDuCxMpgCFyRMZZHF3XAdutX/M1KyfknY/nf2B+KbBgrJ5gWbmb5aDGIj9vkb9o0Bxl6EpCdlaDNhL75p99xiWbKEvhiiPe0wG2WcSZUrXsZCpSZkKN7WOb2w7ucjVcQ/zaIzLXkARHwJnrGVqxG8TuYOl8AdK90xDiOKmbfn21DjBtz7DHwE5RcDRSnsN14hRS/TyJnKE4v+z7JmMj/fXPllJ2XFPVDB2OAM+1lGXTUkrK1XWvktk67+yP2DaZf94hRXl0bSAwkaJoodkizFtW0jQ9q+f3Nsk6jLoO+wPW63C5ONZfficOSgBDJxcA6iwXDf8kxWWzxPeqFNZovHr/HP/gV/4DfKex+AfrX8b/+d//byI7B3TrkP3VFbqHwHu/moIuUnznx6/g/1L8LrqLDIUf8u2DBBe/pPCv/fa/wIt6jnfPTrB+7Rj1cYKzrz1A+YzllF3B8X6qAWjtbYkihzlZ4P/P3Z/G3JZk2WHY2hFnuuM3vffy5cvMqqy5u6qbPZDdJNUkzLYJSU3JpgGCBmzZtAzDNCDAEg39sK0/HgCDhG3YMOEBJmzLMmDBlEUSlsU2IZJgS2j2wFZ3s7qqu6qyqrNyfvM33elMEeEfO3ZEnHPv/V42LJNOHaBQL+937zkRcWLYe6+11+5OKuzu57j/+Zf4z73+PfzC/NtonEbnNKhRcATYivvTn3CqVTcjFmJ8UcNlCjYrIMmbunG4902mpGZbA9VZX1pBoXi+AzShW5Y4e6flNK6a9TVcngEvr9gO2RZYf/1t7O4p1BeEs3csqhcdyo+usf3SOff7S0wjpf003cH1mXb2TKlQP5xh0hm0C0K/sPja9Cn+ze//MWxuJgA5vP31S/yh6bvYPCqRKYN/cPOjWP/wBPP3FJbvtbB5AVsS6l0BpSyK8x3OP/8CL35mhsfrEuoFYM5a3Lu/wn/rS7+Milo87s7w+eIFAOCT7gw/2D3AR9tTfPuHb2D2uyU+/3sdypdbdPMc60cl1m8o9FOArEO+c8jW7AioTQ00XGZBZMKzqx0mimBKLvmgjGNBGMu/b85L6FkO1UyR3fCEsWXBxdQF+VMKrtTovCOT3fpogWzGp4tE8VODeos8z4CX1ywWs95i+mEBMjPc/CxBFxZmamBXCrCA3iRF24mQX9bQtYFe1VC3nIeIwlOJMh3kmQURQsZImqg/DpQARWFKcny0z0eRDXW9BZ3MYAuFlz9ewnkbuJsD+Ro4e6dC9XQbDiDjofBsZ+A0weSE1Rs5ssahvDLQDSt0mpMZ9DVH1Nx6w45L5eWPPWUupes51YG88EnIEUkckbF0+bgmHEdZd/6AiuI0qVKkiAmgaaC8Aaw97QDOF7Tt2HhjipQCxImUS/K0+OYgIETdqSo5Sr3ztJTSq6ZlmaebRBVV9P0+IuiNU5pM2FiUvCEi5vUbA2xrPlyEPmdNPNDknSYOzoCGU1U8hxKnS5RfgwiKVwR1XkkVAFDbAUUFQDT4ALhdREzI54CEwrwAI1eivCr0LJOg4YpAuZeXLvIQ/ZaDj7IMTksiPEc195zvLOMI8MSXOGk70LaLf0+Qh4EqmwjTWMfRcCCgkaSGjkwQPRJD3eexuQk7qNT1Edn3ecSwjudD4nyFd+UdD9d1gZYKgPPkUEWjwtqQJzLIJ83zOGcStbdAifOGZnB8pM8JLUhl2QAJDSqWPmJNSdkUZJqjzhKlF+rumPYM70Qm+w45x4h6IrQjFPPgJGjNAgyOjT67ZcEs0orXUuYd0ZaRIBGtCjlU4eHjPcP3t3cAIg1SvhecYAk4VCUbcUKrzvOIAPo8NSjPKhBkdlx6oywi+rveRPqyp++KinKgBKbjqDXPvb6Hc31UFUxQOJ4nnqEgc9oHW5SiME9S4aBUvClFcsLZIBTj1FH2lEcoxbmiSmir0SgOxeglb9e//3C1bRDbCHXmJKiTOFVhnSXvUXLTwxxNlI0HuZBVIgjTJwJciZOmBGnJsgECFJyTsDZVmD/u9jbS5ipW/KSqAk0o7mehESrmc3U9BrUmVaSukmPVwG6ZM7pQEXTLdcbMNIPacD6rff6SA4gnC7hpBVdkwcZwipDf5qC294qH3rHzOVVM59zGs0HWMU+g8J2h6qggzpG6GwTO4M8VmU9NE+naMpa9BDBYDE0Ch5J/63q/lsSRETrtpASZ3CuC+vHUTHd1veGaq5Ii4ZFB17aRdix2EBFICs0Dg6BFCJRKEMkYoHdDFDelRwv6L5Tnuo5pKNYiCLAUOWD8WsgztsOU4n53Pe/tRKw4PJ/EtBkveuO6jp3o1OFOhKTCWd2yQqzy1G9o5RXnFfqK0D7sUMzZU7t3tsKb82v8oOvxv3j8C/j1997G8gXTOdsTgvrmAmSBqQPq+xYut5hnLaYPNtjuFugXJfKNw/x9h1/+ez+OfEWoXjrkcGiXhN1rDvkKqK651MPNFwr0U4KbFIDUJewtsm2H6iWgqxpfKp/i81mGtevwlfIJzr54CfOdC+hdjxc/McPuHqE9dZh/yOw6fV5hd0+jLwm6dlh+2KO4ahlg6S0cEXZvMQoYqKWrGtWTqzjmVcl1CBcVaPIGC7FUGVZvabSnDu2pwbXRKO6XmN67D9U5VFcGk19zyFcd9K7Dd3H8+kw7e6p1UK1F83AOssDy+xr/54//efxzf/7X8OfPfgOKLGqX4932AX7x976B1x7c4MfOnwD3GrTXLOFqCrA8atnh7YtL3KvWOM13+MWX30D+YYHz33O4fbvAZTnD4/YUlerwYX2Ov/bNPwHbaJzdX2FadMiUxdnFCt3PbfHRT1b44v+WoBuWj63vOfSnBjTtsfmkgupLkF0iu6lB2xq0A9fSmE9QP1qgmyvYjFBed9A7hv+dVp6GyHQwvetAvl6e9XQIOy1RP5yiXWqQA6af1MhudqDbDeyLl6CTJbCYMQq1bZAlETnqDW9mRHDbHfr5A6wfZfgzP/o7mGUNLtsZvv/Wfbx/9gDLD6eYOAe1bkBtB329hr4GL+ZMM51jzTX5QtIv2JGRzZEyHTdAcBSayjLmvBkLUl6Vq/P5b1qDlnN08wL9VOHkXY9+KMLmNYWsBvJVBzPJQYWGqjs0Fzk2r2lsH+agHshqYPke11ksXmygVru46WcaWM6BhxdAb1mS+eVVFKTw9c6cN+SQaY7BSrRSDEMfkUWCAgV6hT/AmU/vDdzai0cYEwQhKMv4kA05Jd652vhah4kBFGoYKYpohNa80forUCvEeJCoooy3j/wGU0tEMABGXqYTuMUsGHxqW7PxumWVP7Qd/3YxC2gqdayERettiNxKXiOVZcxBIAcUEzb+pV6kOEHOgW7X8YAWSpzkJOUZMJswbWdXM8I0n/LBO5/ClQWj570F7VrQZhfGhPI8oJouySGBV26jLAM9uBfeqeSlcV037/ist/zOphOoPGfKYl1DzbgAsZtVHIipmeoUIvpaswPfG1abMzYelJ4GR/JvMTi0hlvEd0rXKz58fZCBtEdwlQQUojEOgOei3SHU7ur7gECnuZCubaPxmRiDVOVx7Ftf2qJJkAsgUpKJ172a++iyMV58hB0lVSbCJ+LgitMKAEZF9C9FWIWOGdB1r1bbeprzhAUTIP0CBlTjgXGeZxyZ91RTdo5toDay2IF3oFPRivQij8ZYkS/3DpmzgPMUSXFGjAm5OxIgkjxeCcSE3xszQJiEojUo+CzUXV8cmigDRLlP+tp1XtTJG4O+BiXgA0VCbRWKnwisWBecgSDsI8gU/H49mwWhCKeI13ki0OAMGNETxFhqh4lj7xzQJ2hXmoMkBrEII2mebwMqr1CC84wNWJ8ewMPomHni31HIexSEgQgopJyDGopAhbnmnajexHnufxv29LRsREJBZRaHi/0UR1QuQa6LnPPzPDVRKNtquQjvDILuG8v5q1UJWsz5jJW8Y8PUflc3cDAc1PNCHq5kWiIZywaln+shN10ngkEYOklcizKHmRdYP8qxfZ2gf/YKmhx2TY7F35njRBHKmzmrajtmKNDNGmQtlHPMPMk0C9LVTXSANVPJnYr0zLDPipp3QusWunZA6KWsVM9noQMQyrykSJMEk7setr6J6ydF+T0F1LVDVVh46n6Ym0Jx9OJWQegmy0IOpFouuM9aBUrrQKHWOc/m8TmG4uwF1gkF0TDKwAwYoaPa0T4k+Zsi6jSZcJ9Vwn4Qh88YPq/FkXaOqfuy38g8EJSVKOS0McXccb1k2buAQJuGMSBdJQH9NqxpKpm66socatdj/oHDvV+eoJsX6BbA9mc7ZMrgu+1reFHPYC1h/TmgveiRnbQovjXF5IXD5IXFFTS2RYH31ufYfTLH5LnC5o0S3ZRgCmD5LlBdG5SXHa6/UsJpAA6wGcFqB9Vb5FufjnQ+hep4XeirLczZBKu3CrymezztT/D3dlv8w/VX8Q+ffhHuFy8wfWHRnJVQLXDyLlMy9c6gn2us3sxw+Ycs3MSAagWX5ahONLrpFDbj/XH+hNtVPF3BTguYkwlwNkU353lcvOQycDZXMKcZtznnvTzbcAH22ScOuuUasLq2yLc99G0LlyvYKsdd12fa2QMx2pVtOiw/ILRLje09hb/97/8x/K17P4Mv/cgn+Pn77+BevkJW9nh5M8N/eP1lTL85wfaRRfmvPsaiy3FKDvcma/zek4f4zuoRaJ3h9LuE5Xs9ypc1itUE68sK/5f6n4Ge9lDkAAeo0mDXFLi5mcLuMpSPc5AByh7YvMGbsM2A6RNCW2eo37Qobh2yjcXutQr6tICu5yifRtStuG7gVIn6VGH7IEd5rTD77jO4qoArc9hswhKy5xNkhYadsIKQFFQkh0BtlPJIripgfvprnAhaqYASqs4hv21YyXNbc8RfszHRzzLYDPgTy3dwrtd4bpZQZPHh/AxO5Vw2Yb2NzppWgPaGqDdQRMmKJEqfZ7x5eBEDmkxAy0XgTCPTwLQC9RPoqgr1+URAAmXBvH8AqnPY3tMoby1mH9WYfWRBTQd1tYabT2CnBXZvLKB3FosPHBxlPqoCVJcdVGNgFhVHWVrmX7tJyQUuN3Vsz/kpIyBtF6hDgzymruOor9TvadqYV+aNTHLegJTLmFBWAc4rJaZ0DJFdloiZKOGRzyFpO5Y59yhCQAmcd0g9Lc71PUcy84wdrbaD29ag2ZQjetJm6YugV0A09BLjUuh+ZCyjib4YaaACeQdRr7cs8pZlAUXiyO2Go8xl4Q1gPkjsxRJmVqKfZSiuG6Y0326iQwewkVIV/p1ZUGOgrldATnDTEpgUgHHQ3glF3wO3a9BiBqiSfzfJoaYl51FoVrHVt76cSOYRdokce9EeV3qqtFB85PD0YiwcSfUUzK1fD13HghZimPQeZfP0WahIs0Lfg6x35nKvQijI7XLGbeptmKN2VgLGQbW+PpQ3itiJlpyTPCKMvtxKVH6NBoPUX3L+fYZtVYxMpQbS2mFNKDX8LAnahPkrwkx9H5FNET7pelh4Y0uMcMlJk+dpDfZEXESKgIguyZ4DNXAG3XaX/D35XFDqlBomSKBnDwTF1NYGZCOKEsU+h0LLAOepCnUqMcbcegMnOXgJHYyKgteZGHjKKw57gzKUhKgbELwKYVGBBOQQ9gC/qNgXmQdAVBKsKrjFDO7eGahpeR+TEjxCzRQ6puQQS5AhvYzZc/Qicu4/s/BObA4s5jHnaruLiF0qoBLYBl5pOfOKn4LaT6qANNrbVcwfJOKcRmlXOg+BIaMioYLzWMd6jam8vuypEeXzfRJ0G4i5Scbw3qsOzDER5vHvmRJnbXA/raLoVNd747sAnU8CHR9NC3ezYkM+pZX2PQB2mGk24bnQtOxUaAc1n8V1veNAJgUEi1kGpBTn6KY1CX2JESkBEhxqH5zLrmssP1CYXGnUH58CBBQGWHzUIL/cxbE3jnMBRZm79mwGUnA+mDAIfGYZaOnPI8DbFC0AUUBOcuucZYEdn+PPwQITVbMlOCVzu+iZzjitQi78IM2h76NwVtMEZecQ6JtU8Wz1QbUBA0ep5D1TQE2dIqZECnsm0/EcTUoLyb4b6JYAi9toze90u2Ol6TwHshKuzJnyWTfMKJpOuP2kAA3vRLYxr9wHlt20AvqS54Gnrbq65nsIei7rPgQniMe25HqPtNnxu+z6gbCP8kFnDrD5vdVTu3kwOABBLZcZo2kFnEyQbx3KlUXxnR4fT0/x602Of/Him/iJs49R9zmaX3yI+ixDc5qhuAF0zTYfWUA1hPdenuPNrz5D+fUez1Zz9EahaXLk35uivqehaw2ngX4G9Pc6bGyObqHgdIm+IoCA9iRD+bKFXvPeWL73Ag/eJ3znxz+Pj790gn/2c9/FVLX42ukz/IOv34f+LYXJ8xbzxwwq6FUNMytBDpgowr3fVOjm2iOJDsWtRXnDDBEAmHy04drVRKxG7/cVWAczy7H6ygL5himfxfMNtp9f4vZzGep7DvmKMP/YwRQ8v8qVDbmSZLz6bn23Qstn2tnrJ4Tbt0vMnvCLNQXnZakWyG4Ufvj0AtvuG9DkQD+YAcTB1mLlUPeEk2KHUveY5w2+PHuOf/n1f4ilqvGt+i381fs/j/p8ipMfapABO2mXOUxh8eU3n+Kd77wJtSPUZxroFKjjiLPq+eB7+kcJekcorwmOgH7i8MW3n+G98gIvrwpMHmuc/JAwW/Vca85HtjURsiqDbjMODFcK9mTG6MB6h8nNhh2/IoMrMvQVF5I0BdM+Z09aNIsM7YnC5denyFdTZDteJJOXFpOnLXTdcwmFbY3u4Qn6eQE8mMGUmiMGDRdrrK4ccjI41VtoslhmNZwjVC9a0NUt126Dj3T6CKAUhQw0L3EqyAuNAGzYXCxhqhwu11BNktdm/eTNdFCFdFUB6wsMU2dgCw1Tcv2SfqLQL7jQpG4qVERwRQabK6jOony+hbrdonqxhJnyeOUv2UAzswJmUYJ6ppc4rdmhE/l/67itEpnPMo6Ub7Yh4iwiCOHv1iLWw0EwKqK6n4nGjjcO7a4O1AmJIoZkfWMB3TFNKvMbOxA3UwwNDgAxCdujbdRnoY4cZXyQ0M4bpd7ppKLwBiAfFjSZRJlrn0tGdeuNbxblCMIuPq9KDg+X5yEyLQ4mupb76fMyQ7I3EejjZ8jnM+izRUTBblcDSpfyyfHk/BzxBxtqph3TYsbiAIpizp8cOp1B/vg6zDE3lXqZfZDidrtddLitYQRRjFpr2aHZeSVLn+/n0ly7pmFHmIiV2Yo80lcAkMuhJlXok1ouOHhRFfy7lh1EEQRiYYbGU7nygIboyzVcotgqV8itkrma0HxizaNIEYanUTrrQJkFnZ6E37ouddziOxBnAqUOdQZDvqmiJL8OkNw+u90ODe4RNTVVthzQjxMUbECxC6USxHnVAZ0BEPNt5PK5jAG19v8OEf9U9t8mzqVQ4SQvtEpk0oGQyxJKYgh9U3NQK+SeJRTTINqSoKBOkHqfZwRSHDSRovLGwK7W0SgTp0nQQW90cu6egd1dJ6isR2u0IOh+PsxmIReIDTiu+0gzHsuANEvwR6i40ncpQgwM5hxTrGmIZErfUlRR1pSIUlWlX08K1HARaEqDDMo7wilCCwS0My2eTRUihbTzbIM0BxIIpUk496qPFNqULqv1QMBnoFQqFMxkbaTXuJalKPYGcSXJEZa5450PMgVQFRwkUBTGQMqboMg5T98jLk5RGBOS5xU57yWBZsfvwFVFMOSlKsCgzInPd3bGQBWRCgvH+Zj05CWqyxXK+QT26+dc8Lq2KL//lJ0kZ+PZtdnG8jNlyftp38Yi3uA9iQut81jSrve/83ubScR50rEWh1nmo2cMIPfPT/K7A1q32QZFU/h5D2uiUqywZICQRw6AmQ8+WEN5HpwZYSeQZ6jEIIEPfIMCCwRtQkUPa4EGFOLwuZxXNubOhnxRa0F1E1Rw0XVwa8u52OkeCnBeppR7aDvg8ooDr75PsoaUCAZZLm/iZH9I6m/KGrCSe+zz9wJV2K/pwEoQerGwmsQRrypm2eT87HbBJRXWjzRs7mBbjXfq13GebfD1syf4D99+BJsBtnBwK0I/AWrSqF44qFZhQ3N88jCH0gb9swmqZxpVB/yh/8J38MXZC9zLV/iPb97GMq/xo9PH+Kvf/Hm0H0yg33Uo1haqcaiebbF7fYarr02weYtQv9Xix7/8Ef4bZ7+EE71DTj1+6epr+O2P3sQb/wCYvX8LfbUBHp2iPcnRvlmhrwhZ41DcGExri53NcPNVh+sfJaxXGc6/59cfAfXrU6jegXrHpcA0132+/TzTSgFg+b6F3vWw0wLFdYeznUFxW6CbO2weEWafOJQ3BtOPt1DXGw6qTSuYkwn66X+KkT3VsfN2/aUct1+xUA9q/OHPf4BvPXkd3dUE1fem+ORhARQWy+cUkC7qHS6+6fD0V7+EdqHwJAe+n30Nv0h/As0Z4Rv/wvfw4PwWT78BtM8nIMNUz/68Q1l1eL6ZoXywRd9pYJcByrEE6pQ98GwHzD5UqC4d5p80ePHjJVQHvPveA1z8ao75Y/YIbU6o7xWg/iTQLWEt8sstzm6aUEMLSrGh3fW82Qv6sOtQPe5QPVVAzwck1Q2mJ6/DFhqbNx26OUG3wOKHgNWEbsEKQVntUFxPkD9b8SayZfqbm1aoX5+jOdHYPlD4Uv4cX84dcqrxUP8KHn/5BN/+w1/Hw/oC+pMYMYcxsNc3kfIjeVqyYQMcUZxzTTWqO2S320ihFMPJR4jsrmZkqSxAdhYof67MudahcTh7p0Fx00K/uIU5n/sxaUE11wJ0asKO38kM6C30bQu9BpqHc3asaxZ1MJMcmy/P4QjQrcPCOKirW+6PFAbVOhY3BQJ6JPSaQW6T0IkSuiF52eUQIS9yT5Gwwbggr9JFmY1RYDm0gIACQisorWPxbyBSSJQKYiV2V7NUt9bsoHpUJaAQclkL2/dhA3ddDxAji2LYcbK9NximFcj58Rbl0KaJ1LNR0XM2givo2SxEBwP1LPmuenkbpOBd30enVQ7HtoP264ALqSu43sbosXeIAuoC8OcbDEUQrq653co7Zt4wdrudp5FSPGATKkyg0hIBl9f8DDEU/BiJIiYB7Eh5AwwAH5z+Hm61BrZ6QCELuZTy7r1x5urGS+pnHGkFIIIfTvlaXqkioFwkDrULlLiAyAjtxxuPTquIAHh0WOhX8Ma3UFTd7YpvL8/TOuQXkYgLdYL4D3NLmI6FKIAjeWYSXRaHoWkhsvVBXMNKwWfLFEGPdIjSZKpqKSIFIqYB64LyL+eZuGjsiQMlqBCpuN+0raeE+jUrSICJ+5aMQZoHp7yTGNQu+x4OnMcc1ENtsm/49R3orIlQiNAgZTx5fkXDmdcKq+OqxTyqg3YdcFWDnvcBWXDG8tiKwaoVkCU5t3nGtD9Zu4L4ViWoaVnKva4h5QxEmVVyT0NKgHdAhA0Qgi/e0LS3qzDugioqYXP0Pe9H3kELVE1BSgA+N0TW3wcF2EHSbOzmXN8spAW0HdD2IbAV1G2Fsusp+iE31b/bMQIa3rVzAaVWBQunhNICqXKn0rznNwl66MssDJ6z6WBvbrnkSlmygZxnoOWc8559aQ6yTOECwEFiYZskewWahvdXKYWjFQcwZc9TXuG4LNk5EhqxBEzEOS59XnJZoL+3wPaNKVZvarz5536IL85foHca3/yf/QTm72+RPb2GyzMo68L+7Lou1kgUpoE4bz6X0vng6V49QO8kkpH6jxGpdQDQuEGOJ8l6UlKTV8d8b2GIJOeRA0DUB6SVRLlU9pA+UY/NIpJIXkxOAn5p6gZ8fqzZdNDzGaBz7l+g52uga7iGYkJNdRIwSR1A6/dspWIOodczoCzj3HyxHYwBab/XiTAYcYqB5GyG+SHCacAguEZlORAGC4Jfm22ksHplT1gHZ33usTBShBkh95tMgLlHkSVYb4HuYorNwwLb11gVvXrh8PDXLWxW4q9/6z+L5szBVA50bqF3hGzL9eioJ2Q7g8tvaNSfa/Ev/Pi38PnJC7yzeYhf+62fQLbmAPCvvvNF/Nrmqygu/X75o2v8pZ/9+/iTf/wdfPAzZ/h//fxP4Zd+/yswL0tAzVG9tsFX7z/HX3rz7+Kt7BbnSuHfvPkxGBB+uvoQ5kzBOsK3v/41ODXHXCkUH75EoRSmVYHbb5yjWSpsHubQDaN4kycEZQDVMgClW6ZekgWXWDghlFdAP9PYPNTo5lw0XXVAs1QgW6J6usP6C1Ncf0Xh5I89w24zQf/DOWafgP2R3KcQWRccaNUdSTXw12fa2XMKqC8IzYWDqgn9Jse2L/AXvvqPsDIV/p3ZT4OaDNhkyDcONgdMRTBefl+3Bmff2cKUGuu3Ktx8SaGfOXz3b34NZIC5A9oTpmLaHHj05iX+xGvv4i+c/Sr+7N/472L6icLuAb9E6oHqklFF3TpkWwenCTdfKFhV0xJclkP1gGotJr/7MdzpAnZacD7etADKnFGtzkDdbOBu1wAAOl16h0Cx0eUcqPc5EuJMGQMqS9izJaYfbVE91bj4FkHXvHjXb8+wO1dYfS5HeeWgW4P8xZodvSJH9/Y97O4VMAWhWFlUlz2y2uGXtl9DPfl9PMp2eGJOcNtVIAOYeQF1ugBeXEeJ4109iOoACEnJABu/UjOHtIKVPJSUNiKRf6FQOceGsTfC6fwM2XWDiXWgzjLK9+Y5uiVTWcvewswK/rzSMFOe4v1UQTUO2Y6NKeXLM6i6g9p2WDQ+smc4goZMM/ri6afOK3dhVw8omIGmpbkeGvKMqThNy8bx1XVUh8xzb/DZ/YPferrDfAbKK2C5CIem9dF/58dlUPhYDCFRbxSjP8uglvMYkbYu1h1LjFuhsKlEvtwB/B5awG530XCW/DwAIlaDKQcfKM99NFdFI11EThaz4GSQN9oJiHXpvIQ0nIs5ZESxXpinuVAf6cCu5CK3JPmHvSBG/vueUhuMaQlCZImKpe+nOOFSaoCkRhwQxgrWeuGWSE8JfxdxCcMHsRJHX9CUXR0QILVc8PuSkhhdC7veRMRP6jb6fgIexRSqmeQhWQdb13HuSSTXxRpntFiENrr1mh1+n/8lSqJC+QklQMSoEEc1oAoFj4u1wDpBvj3CF9UvoxPC7RwdQKlaoxgWYrD59Y7eBnQx0v0oCIyIoc0fEyNXibpkLPWSBE2EMiZzlzw92quous2W1YIzH9yRgsvk12jG+5sVBykvfJ2zIgRwgjiMUnCrFT9jPvNrpQChDVQrKUbONNhuoIIZKGKyxmTcJIdXnBsAQYFT1prdBXEY5xEjNs54LIKokLXsMDUNnGlBilWAqe+hJP9L8kEVr8WAbOU5HPE+b73jz/mEFUDK19D01FtBAGRueMXCtIRMmKObbVQhThUtEwPY3a4RVBc9EwLljOeq7HXG+PwtFYOPAOd/C53X2kGQLhXMGTBWUvROaFMA75lFDkxVPN9EjVHmMinAtDG3WnIAxRlMlI2DuAjA6q7bXaQ5lh65Vp7+2bSMmEu+oRjx8tyZD47K3ifIp7PAroMVdklVQXJrSc6UVCG0rlnoo6qgphWapcLuNYc/dPIx/v33v4Ht759g/roCMMXCAWrberaFDxBkGdTJMiJq212gfFOR8zuCP9dBMeDgqaO+shFoMY8lJHyASyi1oYxGbwKbJpQRECE4pUKudhCnMpbRSBEzEgq2T+cAyiDUBc/eIKXg0nnZ96HGK6wNAmeZVvEMSs/bbQ0Uft6cLrkvRRbZLFfXEWGU3EyfGsNnsuU8WY/8BqVk6+BcdNLkEso0xGYQOzFBuaFoMLZkTDxv/TOZuaHCOeh6M1iTsIYDQHkMoiDPGKUtC85PKzVsqbF+VGD9JmH3hRZwhN1rGrsXGtkGmD5xmH/kAMe2vdOAyR2XLlsCzYXG/I+8wOcmW/z2yzdwvZygVD0u/vQnmOYtlkWNnz15D79y9UX8zseP0D+fwL2c4F/8lX8F989WqLIendFwH0+Q9cC/+1/+X6F2Gp/0Z/gr7/8Cvv/xA+TvTvCz/+y38c+d/y5+qujxUH8HFXX4j+9/Be57gFrXsIsZM8Ccw+KdG1QXU6zeKr1Tx9TU/KYG9Rbd+YQDwgTYXHHaWc3jnvkUI91awAG2UAxA9BZmkqNYW8w/IrS9xlcePMfyjQ/xG+2PYv6BRr7RkQK6qHx9bNx5faadPd06LN+32K0J13+8wenJFpuuwP/xb/9pFLcEmjngxMJph/qC1XO6kx7UKVQvFIAMk/c7FC9XOHuZo6/uYfUF4Pyf/wRX2wnW2xL5O1PedBSwa3M8rpf4VvMIZmLRTxXylYe+LUO17RKwJaGvAN1yYqUtAFM59AuLbqbRLTPkb92HvtpAf/ISKHLYswWXArAO2bqFXu9C/o7b7thgLgvYKoMtuC6HXlQsPNEZ2CKDWRbYvlZCtxa6dkxhrBkpW35zi/lygn5ZwmqCrg1HBKoSdl5i+6BAN+WC0dWLGs1Fic1DjfvZClPFh8V9vcGb02t8/wIB8rdvPkB3XsFUCtWzGrTr2Fm6WfOhJZC/N8RClDSbgApvEPvI94D2I9QsiZYXfnPZ1VCbLdQngHvtHGZWwswyrmXSGFYD9ZtsP9Gcg+eA4pprmKjbHezJFLbwTkZvWSTn4xVHjYuc6QbzKZwmFnCxnrO+2XC+kZfvJkFlADbEmjYgEg4Ih6zr+mDcB8SvVDGSJsardSCvKklCicgyPnSMCWgdD7ynzvmI4kApr2cREKqqGJUzNuTiCMKi/CEARQPUgmRDt0nBX7kkH6vwZQ2kNl4qX912Q1nwzS7MY5vQu7h47JbbKYeH9Fmi7M7B3awiEuEV5oJTKoeV0GZ1wY557pEmyb0TtElyKiXIIHmTWRbzHm5ug6OZos00nQCFF9QQQEZpUMnjJ+IDTgqwyyXFkT2d0nmhGkb/PBrqUYJYI6kF5Sc+18QHB3zNqhBM6Tqm8ShiZ04ub8DBjw/Xryp5Pcr8yTJGjNKyHZtdcNZc23pKFEW6pyBjVcXfazumGHpniqZCeUSkG4WghHdeitGRI3lBhussitGd5k2l4hHB4FbEzpKf20EwQRBqQSp8MEBKvIQrVdqUeSdUqsIr7aXiG+NLkGRP31ZVFue0d5ad6+FeXkaE2pj4PoyB6+tBKYmAOIlojOQKJ0XFU3XHEGVPA2p9z0XhxfEVtHC7iwqTJReCpsWMxY16X+Oy5PcY1HHrhvOWhErsUXe73oQ8pVRwRfIJB/UiPWo7oN36QtYBsdjuWBhDAggAkLzyIBgkin+KgrIrK7K6UO/OtUxFh7VMQxeExwc0aBoFjgBwsEprfq7PKVOivAn43GnvaFuvqqwS9N1T9pkS2yDkZfq/cWDAxv3Jcm7zXkkevxaczPks4zW43cY8XHG4ZT+TfSvPORdK0JuyCAEl8qU2AmpVVQPGEI8h4n9TglpDgikKaltj+qJHe5Lj3e09/PFH7+Hm/gTvfutrmD5uoD54yj8wJihGQikeX3+WiFqt0FiZfqgCq4Xms4hqJ0JkUl7ITivO+2padvrlzEj2GCjy9PgyosxNAzf1ud6bHeexlkyZRd36wKu8Cx9k8w5e+EwYOsBQYyCc0xo4mfPvvOAaB3TEqXchlxpawc4n3q6oYxqPBI8AbtNyzvl2PneahIngVUAlwCoiaRzItWEchKbuJLAIBCp6qD6Zppd4RJlz/Ay3y79/aM17iAQaEmSa8oznZt/DNXw/dXYKTEpO09m2UDe9d7hfR32vxF/+k38Db+cv8DvNW/jLv/YLoFWG/o017i82KHWPH3xyH8XvTzB/3+He7zjoxiHbWnzy9Qkupht8YXmJt6cv8bnyJf7Hj/4OVlbh/f4M/8qv/Etw6wyqViAFVM80Tn9JgfoKNQE2JyzOCO0S+LP/738Vk48zzD5xWHzQ4tEiw/aBw+/f3MM704f4qPoAGsBFtgadNwAK0GoL8+YFq8g6hxc/vWTA6dxh/oGC1cDqTwF0XkApB/qgxNnvASff5/lsS41+opGtOAcfQMi9s7lGdr3l8mhKQe8WIDPB42+d47vqHNmW8Og3OujGYHe/QH1+DqcJ23vsRJID8Es4etEgcvUZu+bnb7mf+Pl/DapzWL2loTpg+tzg6R/R6E4sVEsobhT0jiHSbgl0c4fqBSv39HOHt/5ui+IFJ07efv0c9TnXsygvHcpbhl+7CaGbcS0LWzDfWHWAMgCS4dO1w/xJj/J5jeZe5XntBus3uEB6c0q49zsdqmdbUGNgTip08wzNWcb5fp3D/N1bwDi4UsOWWYhiqV0P1XSgyxsWEygZLXKTAmZWYPNGBaeArGY+sm4t9LaHXjWgxucoeOOBIz7Mt3azCVyZwcxKuILVo/KrHZxS6M4rvPY/eRdvTa8AAN9f3cc3338TF3+/wsVvX0O9uPERrcJHs5P6K94xCod9kbPhUFUh4kY1RwLd1m/sgqIAA6rU2AgKOVMP76M/m2D3oMDuQiHfOJx965rrmhkLe7qAm+RwmpA9ufby0gb2wVmQftY3m2g4Ny3f/965jyAqqNWGDytjBsIGQVWRFCMCKc9fckkkb0KMGzGcgJAQHqL0qdqfULaKnDdSr1gYVevMXsRbcqaQGFYDoQEgyvCLwTWZRGpHUgOKB0YHCfkQvdvVERGUnEMgOPB7UXDv7KVFpQdCGQkqOqDXiYHqDVZxIqAVH3L+N0EKP41mCuKazKNB/tJIMj7kkaRtpziW6Xuh2SxS1gSVFjUzn3+VFoQfSIALJcy/pyDlnhaiFRqTiAoIFfZmHYMheRb7nORWOE/dcsZE9cMkpystNC85S6Gd4lgnSENwfsRIFOTIz6cQpBAKZeKgDByS5HLJe0rzTNN2hiulzkk+m9YDwZhBvTeZXyktUj6Xvskl4yZ0LCCRL6do/ItKp1zSZkH00/kqcyihm41l+kOJCQyd4aBSKfROv07DXBIRCGDggA5oU/J3QevFcU1yhgHEdZb2KQ3oSNDK71/MNMhZMKX11DyvKsv1JLOQTxgpYDa+S/m3rCkf+EhzetK9NNI2E1GSdH3LGIf3pQZ7T7qfDIR//FoOiGiYH4LAmUHgJzynaWLpCD+XpP5qoNT5cfUNGD5bSrqk6wrgvXS8DwpSKX2VPUaoq96hHgRR/DtU8xnnW3rnHV0Pe30TkUspSeARManPuKcwmt6XIrpMVQncO0d/PsP116ZQHdf9nTxvkT/fAJ88HeTkhbkmtEwJBkif5V2ngeDEyZa5yE5SkdxjlxSIjyVdyOdIMw2cBWhCN3wAUtSHhdLuplXYv52UaRE0XJrgA4e2ykLgHFrx76QuryCKi/nwTPTvJtCtk7p3tNnFPWM6CcFO6voB2g0iuKUX7epHe5svixCCrRIsSde89CWh0oZgaXpWSoDdaxE45zg1I6EahythZ4T1M95jwxygIFoGAOr+PXRvXuD7f6FEebHDpOxw/ZJTQs7urXD1yQmK5xrnv+fQnBC6BWHxoUVxa1DcdHj/z0ygv7bC//wn/118r36EX7v+Ar79d76G3ec7nD+8wR9/+D7+/ntfBb61QHnNNrXqAZsB/ZSwfcQoGvWsp1FcOxQr/k4/IbRLws1PNbh3f4WffvAhcrJ40c7w69/9Il7/DzKc/uMXuP3xC9RnCvU5YfuGgZsZlIsG1hJMr2Fvc1TPMugdo5OOAHLsg+jG+wmPTRBV1I2Bqg2yl2ueb5kCbRvYWQUzL9Bc5DAFVw4oVhaqd7AZ4eqrGZoLh+6sx+SjHNVzh2/+7//133TO/ZH9F/EZR/bIOoCAbq6w/KBHc6Lx8hsZzJe2mFYdNs9msBsFrViVZ/d6j9nDDbaPCuiPK5x+Byg/vmE6ZJ5h8qxFtsswfUaonjXIbnZwRYbVlxbYPFKYf2RRPjWontdoz0r0E4V2rpif27PKJjmgOy0xfecFbwh9j/ri8+jmBFMC/YwlUvMXtyxNXOdQHTtqQcK/aUDP19CzKTt7TRc2oYBQrL0xfXYCTHPo1rKQzHXH9MxtzSiTIElNy4bqfAo3PYPLNWzOyJfqLbLnt35Quf5If1Jidy/Hd18+wLs3F9i1OW4vZ5j8sMDpOxuoyxUbdXKA5xlH3Lz6nxgDsGaYJyQRSaE5SgJvQqsLm4YcHF0XI4DJJq42O2QAptahWfqclCLmhbgJy//TzsKezn2f+fdq10Ottjwu1vpkbk9zWG+B0guPbOuAAtBsFurwAUjyhwzIeKqY5kND5OhJnFbZ2L0BE4oq5zmr7jmKFIvkYsqdjYhGkYMoORTl8PTj5Xxx7EFdJr/Jk39PYpjb29Wg6HEw2K1jqgkVseyEIHcJ5VNk+vnZCbVOKGHQQC4InY10psSgkgLalHOOCFM92bFgCWceU8nlcbsdR+x9fhu3rRkUKZZ3E/YJOUi94RKi6rbxBlZ0RGOJCqaahtzDruf8E1LAesPOGlEUMxHKmgh3JM+LEzZxuiVHSKKj2q89QYFF0dW/cwDewW3iGI4cG0Z6hX4aC1QDiIbRaG6F76SGl9BxiDzC66lX3lBw4lymVOKEohYQkJERQHmck2mwIqBbI1RoXF+LfDvTSDXfNxsGGlJn3hhGYVPnI0H4wnrrOqaVp06HOA3JfYMjJ+9Vs9quS59rDAv8jKjAVoo8A4H66qSNknvloiEVHE6v7DdoSzqO8nzfn+A4pvUs++gkuUAJNaAsH87TNKdKKUZuiYBbHYQbAuU3oUwOKO1i4PnxkSvMWSNlOFKHKQaonPM00gPlLoKwTzoePseKHe/EwAVCjlcYTwyDC6mDIt9xkjIQHGYXzzOT9IkUbNuF/SU4R2mAJA0ApXtyGuCTMey5fMAgUJO847AP+3EIYi9tC3vrDe/1Js4noecpFdSdgwqmUlEF2tmYj+yfv3cZzt/MrgnL91ggzWm/fiUH0L9TZwzUpOIgxXLOBqxidNDVDUj2DjmXvPhWaKexkdVD8JRO/44kQJr0Ix3ngfCTzAPPHAjz2xhW0W7aoPgdAooSiPZOMe0aYNdAb1RwtlxVDJ0fPz7M6vGBg7SkjW9DeP/W8lkCsIO6qwMV1wkCLKgwEWi19WyLLopEmYiED5y6JFAZAorWhHIaIbgCxLkqQabdjlHQhJYfhC6SyyXPDvRiivtaCKZJekCWgdEVfq7eNHjwK1OYgkum6W842Hsdikz6Dlx/RcHmDlAO9rG/XWegOkL9ZIb/zi//S5h9u0T10mGaOUyfZrD6An/v0QVsBmDqMPuuQ/WyQ/FyB5drNOclyBTYPXSwGph97BG1jMEfp9k5LD8scPXiAn/3/TOorUJxS3jjOwbzH65ATYvJ8xbZNkN1qXDxuw620OirGTavK9gc0DWwfN+gumwBC14nBOgdMy5AYIEW40V+toyg2uWE61A2HaeoOAcoQO88zVMr1KcayjgUK4uLb3dwGWH1Zobi1qLY7O+X6fWZdvasJtSnCv2UcPMFdrqqlw6z/2CCvpqg+SLQvNGiLSzyD0tUTzPggxO8/Y8a6GbHHrdEWNsOqjNwKsfqrQzbexpZPUG+Y3h0+Z7B+pHG9VcUc4ffVyhuHapry9GD1qG45cF3ytcn8TQp5muBc90K4lIJ90/CAimfrGAneayT4Slvbr2J1AtxcryBLZudqluoXY/qOStV6qsNcHUTlLWoKyOVyViQaUNESPeGI1x+wQYFtM6g+OQG+VWBZ++cwUwtoABqFMgA7UmB/HESmd81TIdIo8dFDjIKtkU06na7SA3zkTw1nUSjWSgzQgsTtbzUiBdaEzEnnNoO2fMOF9uOc3eMg7lY8Lv1lBCmwfnSDL596JhW4HqfpyAlFIrCIzUODLeSdzLqYOhRVQ6L0cqGLoa+RInDRHVwcIBp9hwxyKFHFJW9BH2RTTyJutqRkwAg1uqC38AlQiwHgURyjQuHRkCUUlpcyMnxtK1gcCRGEhBzAeDRiq6Dg4sqbgCPOcBtT9Ty2Dj270XGQeh0vl2SsB4ojcm4RqM9mRdC2Utk+MmvowHSQhFhSAU2HDBEJl1UgCQgRsElL9K6GOUX48Ir0QURHD9qJGM0nh9JMnzIu8szsASvGZQbGBeplis4tCop1Ov7At9/QYFD38ZGijhkQESDLNMFZZ+REgVs3CMJ5Ph7itHnfAAK0THgdnpaMWXRMEij52F+Dul/QXmT/HpIEBVpr/weEnRIlDrDvBM0JiDG0ZkbGEqK2Jj3RbgdzBAxNF4kBuA5nNDvQnvyHEpKMyQGGuCd0jEikyJiiaPF1NiIdgYnCnl4JlO9o1iNoEPynu0IYSWZ+zCA9UIW8I6HsXHvSFDg8H52Nav6+jnClOQ8oEPOGMSdAjEwF9BKj5IKEjiZsOqoXOLIBFTDDudmmrMobU3PGyKeh3ksVp6io8HRE+q9IL5domSYzLlDl8yFATKKZOzh18BuF9dmenYBPD8TwR34z0IQIHVWZM7tdtFhFHRQKZC2YT4Hw12COmLECyU7GPhM7SU7opKmbUna7XpP/59UsIsZmkdzfPSncvQLCxDwpf+78wJvXizMOd4jZE5vtkDt15CwD9LzhxSLnshckfe8a+Pak0Cjf6ciMBOQch98gjBXAM8C8GkUwu4I502SW+b3ZLvZJigms0Bc2zHryJ/BajHn9ZHWag1lhIzPhXXxvPKlToLK9surSOlfLMLv0oBAmCv1OrIZUtZAeu6n4yOfEbHzLfNOKP++D5RnPu+P6bGhTMd2F5k/EjCW8QGGiK3WzGbSOpbYcC6c38HJ9XZsQPNzn5pjgfNvXrGa/KLAy5/K8ejhFf4HX/5F/Oqjr+BXX3wBt//2GyhvLPKNRX7TQm9b0LbB/P05VKux/ZJBPwd2mtDPHNoTBzfvMT3doXkxRfU4h8kdByUynpfZ1mD61AaF/GJjUT1vkV3t4CY56vsV1o8yLN5jJNBUGrphx2r5rZdsHysF6lmPo5spOM3lENoFYfXVDvmyBSmH22+UUJsS5QvFLMAOqC59EfTHO+jHlzxukxLtW2ewuUL5bMuARJWj/dwJbK5gc1a/z1cdKgeYaRY+Z1CB0U+bE9pFYlceuD7Tzp7LgM3rhPbMwuZAviIUN8DljzmYhZFgIdw6w8n32fh3BFx/pYCugWJtkV3PoBRHbagxKC8b3H+Z1JwyvhipBXYXS6iOoBvC5AVLoKqWvW8ooFvkUK1lURSpW1Mp5CvegHSrsHx3C7VusfvcArq2UJ1Fe8ZUOWUcsiuuY0azKUedFAVFLCcHlSKgVUFlSW0bqC3TNd3NKtI8hOKkFFPPJHehbj3vm2W3Kc/hFlM4ZOwIfvyUHbF+hsmzM/RTBZs56B2heuFQ3Hiee9vBtZsgNU95HhQWReVLCbIlG/R0EtohVLgYlVKA8sacz8EZU3RosQAenKN9MMPqrRJkmc+tW4d8ZVD98AUnZQtttWn59xen0VFwjqkZD86C4Uldorz28pq/JxHqlBIIRPRRUaDVBVqJHCxJRHhwieMnVxpB1spTVIYFhtN7sBOXlGYQQZa0ff45QRgB0WEY5GOosdJfjAQDiEWMJRoo9dvGRrLvh6iLSeIw32TfoBMVu/Bs08BJTkyKhLVtMJCiYxeDHoE+KgeS0A6BMEaCoFifRxcMBKf2DB12ohHm3Ngwh4/8k7LRwJMDeySawW30OUXeiSciWOl7irxI7pJzUZHTUwiDEaAIgB5G38VATNthhg4KFx+OubJpvbiAusk86kSy3YT7DmpxdYlTEsYszhmScYcboiWhvXH9DZDY9J17h2pgdDsL13knS6LWY5QkpQAKbTDPw/4ycE69MwcaUfqIYrAn3Hs4B0gjItRjKrWI2STquQCGQQIJfCEa3nuBGzEe00CHIIHpHEsCAERZ3Hd8H8NYyG8lyJK0L+QKJ+jeADX1SKHzASXnFQdDHp/km0qAwr/rNNgRnApFAXWSeSWBFO7TaJ0nTvpefcqEKRHmuzjLfi0FB0eYBopYvTcVtxEnrR/tsX4OubDmKX4e+iQGteI5f4zKFu6r47q16bqI83YQyJM9YTTfpf+BqSFCREJBBkLAcIDkjPuQBpvEwcRQqCW8z2R8sh2hvNIobh3yZyvgZj0ITgW1WWOGSrlyuyToIUIyvO/UsS2JYM5gLBJEN63ZKIrGsg/aND/XeOZAVYKWCy5dReSD1Mn6BM9Xe33DvwvP43NKUMWQr25sEL0KAXUgCLkQqWjDyDngnSkryN74vcoYJbV8070rZRvEAK+O38m1V0JFFN0xviyK7E0SVC3LmP8pe57sBRividEeDcTgToo4E0UBMr+2ScZnIvYql/yyBZdKqp5qfFzcw1/N/zTe+eFDVB8WeOOHNViohdCeF6Bljqyu0E8IugHm3ykwfcZjcvWjgJv1yKcddo/nmDzWmH/kMHlpkG16wDiougWMQ1YXWL+p0E+A6gZQTQ+1rVG/NkN9rlHfI0yfOOQbh2LtQAYgB9z8xD1kO5tQLy3mHxsUL7ZwmYKZFtg9mKBpFFzhgNzCnnTYLQnTHxSYfWhx8v0Nq+Y7x/Z8pmHOZ7h5u4QpgdlsgcnTGvq2QQFg9/oEu3sKlz8yQVYD5aVDdW1gM8L2gUI3z9AtHNTXb7Hd5bC7u925z7SzpxuHs+9bNEvC6vO8CWVbh9f+EWC1Rn2hUF8ANnM+SmBAxuHxHyvR3LfAvRbmb59i8X6J/IMX7DBZi35RQtc9Fw6/3cAtpuhPJ8i3gNMAQDC5QzdVyMmCeoCMQ7brQa2F6gy6LzyEmWToFjpQPadPe9hSw5bM0b75QoFuQchXDouPexQfXgGXNxxVkeKg1gSEg7SGO5kD0wqqN3A3t4z+rVYIaotlATo7iQqHLVNAXVnAVRkngfYmFheVhSuS9n3vo69MZ8i2gMkBVwH1awamUsjqKS5eTICVF4UwBmg90pDkYqQ8cUFC3HaHkL+Qfk+QDaGVmITSmG5GzoLWWxS9wdmt0BSA5sEEylivCOoROUm+730tw64PdEA6O0H7+XNYTexkXzdQqy2Pw3wWJKztZsuHpPRBawQ5dWPgTBcdazEyPXUoUJ2OTuAkj00kmiUanai0DfJwtOLDOz3MgGAgDjZl7yAQEGWbEycjUh393JJabf63RATn1dEYdfLRRYngiiMuCEAf51REE02IpIfIuFCrhAbrnTzKo+HGByTiXBBnMqHbujGak1L1EiRm78oyEI3qt2Fo2A+cBu/AksmGtBmJjo+vgAp7FMsw/UuEJqjIIcqdgzydFMmgDDTPmN6TFkVP85BSgyjQavTQQBAWkf+umBYDCq4gWYoRWZJo8vgS50Xu7Sxsa0B5rF0n0f1AMUspnUngJhiUYkwL0kKKHaoxADlGVZRKnE87dAATZDOoH46cCP6zi0hCinAn39szsoGI6gPh/ToFkC7iGk3zXxH3Rmf5NySfCUrqnx0i94ljypRowyhIyNO0XoI/6bdHgcL4yHo2JhiVYS+hJEjkLNPIUyQ0DYz4XKaAnmmhNkcnTYztQIX0cysEa9KxVCq+a/mOBEESGnugdJIK6HGK0AYjPXVwZK9IETRFIHJhL4GoK3nlUHEGZSwG8yQJPATj9xjy58fHOQLskFYOUmG/gxEEL3FQbLIf+eBoDOxQPD8TemxgEkhQbDTWIWgg7beSY6sHfQvvaHx5ZxoA75ldj/y6wb3fUZg83iF7dhOCyyFQJpegin0f9zgZw64briuhABYFB7jaDpTs7WFPBIIY0Xh+ClsipW+m+wMJatj1gXXitjVrBsj32hY2ZW34QCfgA2c+tzYof/r3w4HeOlKJU2EnQdrlXkkwDQDvfVUZxiecmxIQKXIo6VNA2aLdJvsb5RlQ6HgfRYwg+v5L20gpYDYFnBso6QIIgcFgcwgyOjrreY31Q+aEvG8gBKxjENEzXQSh1Rr5E8AuJqxWmQGwwA+fXSB7mSPbArefL9HNuezC8ocG1cse2csdqqsSfc3zId/wHljcaPRzDVMZuIlBc49LCeVbBaczdPMM5ZUG9RbTxztUlzxRiw+vQt/z6xqL1qK6ypDf+nz0XEHVBqrtoVZeSMczGUgpoMjRv3bK9UGtQ3kJmFIBX9xAvTND9ZyQbxwWHzSoPlkBxsKcTFDfr2C+uIDVgM0Jt19iv6K6JuhtB3r6EplWmHb3oLopqM+gekYiV29ksDmgDDt/xS1wdTLHxZcu8TM/8gH+D/urOFyfaWePOovld69BxkE35+hmDs0pYVuRL8jI38u2BN1atEuNdqagO2D6kUL2gwlOvnsDfb1mHrZWgHHIL339N8tOg53kaE8KnP3uLdqzCldfK1lhsyfMnvSgnmX8qTMgB9hc49nPzGBKAARMnjJq108VdKOg6x7Tj9Zweo4tOJpgqhz1+T0s3p9DrxvQagecLphDXnC0l4wbUgimU6/oaAIsjyyDOZ/DlhkjhI0JDiwZB9UZFmwBQMsF7MxLB7cdsN6GXCGaTmFnFdoF4HJANYTJjcb0icPFb16ys7hcME9djLYuokfBgJFNQigCgaISqX2SXOyahtE/raNB5e+lyjJSA9YbYL2B7pZwJRdmL25akHFwZ8tgnDgr4ig6Kkz5HCxXFVCtRb6qQXXHlM7lDHZaghpGnZwiqARpc15ZNCTdQ5CNIW3MORci15QmS/sDKRjAfjMcGMoAR8pFaU+N0AyP1gGIIgV5HlGV3ud8AUCT3BuIzqNQ1ZIrNZLSw3WYsO8NxvQwS9AF17lIkwPCoSwOQKgvBED5YrqsDJYefsNDhcc4oYSJ+AEQ7+0pO854lTIx/kaUJEEXKMvgyEb07ECkPw5MpKjJuw3PBhh9FCGcVGgkMdxCwWZpKwBSfn/pOtg2cUhTamb67pI8qvC+em/opIZ36lA77xCT4qi2nz8R+XfhNyGY4e8tAkmUPHdsQAYDWZxbGZ/UyXbeaYeBM4lBmVBww39bte94jY09cTr8GCFpwx5iLnNJESNf0r4xJZYUG+EYBkBgAJcY/9GJSNCysWEuBo/sgYK8KYKDHj5XaKqSC5fSVBM0++C6lGdYB+csKMuHRleKzhikIzNw/MK7skkUHyxclCJ8A4c6WYMDhdOkzUN0lsdSqJNkE9RaDMJAGbURsc4TZ0iakTAK9lDndGwVgbIyCUr5fqZ7QhBHSt6veCweTQ7jnyLN6bxLxiQNgvBa0vH7wNCBl0CYoOeKIhJkTKxTKcyKESU5BBlS5Fyu8VoYU0dH8yg4ofJdrQEX0dBQEgWAyxS29zV253NkX57h7B9fQt2sYW9XgZ2SomxuoLRtAgtm4OAkDgoVeXD8Q05a6rRleRxvOYcSlDCIYAnCJONhDNNrfRpJnCfKB9Y9K8IHBULwixLmjX+WS1IpaFYO2SSCuI6DjOJwg22iIEAkczxJz4F1PrjqnXmvsC3PHdQk9AEToTjbXSzHA88aiPaKb7uvxUfTSVCaHjigeRaDMF23N59UkQ8ceHgbZ3w5/74h1FLNeYRuUqJ7sGT7qjaYPHWAy1BnDhkAUwC6dSgeW+jGoXrBNqk5qbgYe0lQHbO5so1BcWvwjAps5wr/w5/79/C72zfwq8++gO6915CvLbLaz4/eQl1voGVP8UAIiKBfrqAvCXmmYZcTuFzzn8Tu3iYq1kRsl+cZU0QBqNZg+tyCjMLWzaAadlRtQdjdL+F+hu3ZfAMUN2zXmQpoTgm2cAxYLAnNgylKewHsWqjVFtP1Ds3pA3QTwmamcO93d8huGlBnUL8+x+5BDnLAi09O8Hdefn3vHaTXZ9rZA8BFsxVh9riFqTS6mUJ9RuinvuRB6WAzoFlq6I5h0Hu/ce35wiX05S3QtMy99vQqu5yG4sWqZqqA6iw2n5tj9abGzU+20NcZJk8U7v2jVYx89gbdwxM0FyXmnxj0JaGfEOoLnqD93KF6VkJ1JdoTINsB2c7h7B2Dbsqc2/YkR05A3lvUr89hJhp9RShuDfLbDvnLaxZBEcEEQZpOTmErVulsTwq4TCFbd8h2HWjXIt9EwQc358gOegOzLH0JghKZF1kBEey0hJnzYapaQHVAcetQrC1HMgB/kJpgOA5U6cTo1/sqkRKZChHLshwe6N75k/6p05P4wkWNzNpY3y/X7NR2hgvTA7zBiGqiR/ZcmcMuOEcQvUX27DbkKbrZBLTeDaNZgtgBQ0cg7auRcRgqvTk0wfgaiE4AAaUK3/UG+V6xc4ApKZ7y6HTMdwvjdUi0ITHyJJJG3rmCcz4PjdjJSoyEkLOQ5FsN8r3EyUoPy1RKfySaMTCIhV4jjm7af38QoY9RZlI+vyA1TMW5lUuc/8T5JKGKyTiTiqiioF7+cEtzR7hfScK/c6G2IzA0alkcwYR2DQp6S3sSxGhAlfXOU5oDFoz+ZOwHARNB2sSxECGUVJEwIF86RrYFMRXqLxCjrkB0DrgjbGyEd+2DNv5dBnQT0QBNHUahWJHzdEtBUmwyv1KnzTt2PI+jQxjGSb7rLICYywNgQO0N4ycBA3GsByipp9mNUfZDiHDqAI0dveS9kGYK0kBoZmCUilEgyo4OqlADJDzOOxrMH8iYpUIxIQgyop6mDop1sN0oT0/ev59zTtT+BBG5g3YYxz/5T+c4P1LG5xAFNx3f9J0bw46kTAlBCdxwTQ/GQxxLcRJSUQluUBBUYZQzvo+UXRDGivzaG8+zFFFNnWyMAgAAt1f2FQmAjBDacKX/FodZF5GuC4R1F4z01Fj3/RjvMePAYcp+SMd20J6EdirvY3CN0b0QqAGw2UJNJtBlhnw7YWGN1vF5ay2f0VpxekiTMAakf7JXaQ01m/j2WcD2cW8u8lgAfLdjiqUgkbIP+DaxqFlcS3J2Kal7BwQBq6iOSwOKtahEBsVsrYEsUWLOOFDMXYlOK8Gf6X1K5XWRaWFMrNcp4+ASZNozsKQdANhJrkqgVZ6GKcyoLubtGcOsGnk9PodMcuRkv5H5QbMpO3aBJebVZX1+HtsEvF4kj5PXnD9LSvLItzjC8awJOfDJXAtnV8cIniq5lFU6J+3ZEru3Fnj6szlAQHHDCNX8QwfV5aG+3tXXFKoXwPS5xfRDLjlhZgVmzwxMwSUOdMNj3801zt4xOP1Bhv/NP/xzaM4JzanD61cGurFwRDBVBltqYFGy09f20NYFldbwzrSC2nVwneEaiL7Egj1dgBrWu3CZhpuWMPMS24clyALZ1mD2UY35Bw7ud+KaJ+OweWuC7X0FmwH5in2Q7T2NbAfMP+l9Opdj0RYi9MsKusjQnZRozjJYTahuLKoXXagtTUQon2xQPXZYvlty/wqF93H8+kw7e7ZQqF+bgAzQTxRAvAFNLgGzdmhaxYuMgPUbBDNh5+/mC/eQrxzKW4vda4/4ZjE4DZsTVO9YmedFBr1tUX2wxWSzw+TpfTg9Q7cAV7KflVC7ztfB6uFyheZE4fIbhPIl4ewHPbpZBhA3pVgxFzjfUHje5qFCsXJYfNijuG7htMLuzQU//7LF7PmKnZveJ9IGtMmEBeUmBfpFieZegeK6h76toTctXKbgJgWo7uDKLCTFknWg1voaHxa20uiKKaifILvaQl2vUVyuMP3yW7AFPMWL4WPatXAeBeR6L9mQPhYOfd9Gj9KFYs4Ab165r5kkB0qaG0cUD8EdDVAdkXN22y3nEhDB3CuhMgVcIUryr9dwZenr0fjDvbexwKoobxkLul0HZS4pSow8TySbe+bDB6pSdLgGeS/+ShGISHGIRng45AT9kt+lhjgRADXg6QMIhk+gJaVIWoIGST5QcN6EXkbE6KHcL6W1iVOT5kUcilIC0UERWpAokQkly1qmgYrB5il6w0XsEuMoInKhXIUfExLDTQ6bpAYjORsEiQbX2Jg3hg/tA0ZzmF9+/NhpMcN8STUywtK8NO8ADO4riJEY7eNyFVpDZcnYWxcMXJXOCTcafxVVXp133gfvy+fO6nkW12NSZ2mA4CV9CLlBvu9ihAc0W9RPTTPoZxhj50brH0OKnB8TPwD+/aQOYOIYp47cyDjnz/fVRXlsxkEE/yx5fyn6NHaox78bG7+khoqich1w2tN3Fuh9ifhI6OvgXYwcUkpQXEoc81FgKQhbpH2U/UPWv44Kg+n5cbBMR0qVTNuVUh1Jxby9NC8y/ftovFWRR2SciIN0aXCj6xlhDHRejyjJmnNuON+T95eKyci8DfROPdx0yNHwHadInf9+imBycCz5u6CmBoy6CPqV3mcQcFOhT4ySmOi0AXEvB3j/HaG4gxzLJDeKMo/AGBuROcT5FsY1PSNCow7MFX+FuSXvUGvQbMr7Yt3h5PsbqE3DAdRpFWwTNO2guPlw30kclnSuAOx0eFpmqPEoAmVAQGmjYIkfBx/ko6rk9BWhEveGSwmFfDnr0W+mxof5kKClggw766CqkueYVnCdn8uVV18mCmrc6XkB52LJEqVAZAENdracimerYgGrEJTy+dpSKzTki/esQC4pJMhzn+toQ8BysMYFVTUjOyzLhsijOHrk56oXNgtMJK1YKC+d615MLSj5ynuTuRGQ1s4jhlOIkigvBb+H9z2oaZHtDKhnRCrbOIAAckB55ZBv2UFqThWqS4vqsoctOW/SKVbJd5rz1dqlBhwwedpAN4brXP/YHNkWUB1BtRaqNVCtgV7VzNbLM6y+doZ2rrB8r0D+9BZ4fsntK3KQczCns1D2DM7Blhqrtwroln0CckCzVGiXzCAsrxxObnqoXhxLjX7GwcB81UM3FtNnDrpzMDmhWWp0CwIcYHMN1WlkO4f5Bz0PBBFsmcEUitFP41CfKVx/qUL1wqFcOUwfN8hfclkwU83QLTL2ge64PtPOHllANZYH41yjm3I9PN04ZDvg7J0W7VKjWShsHwLtPYP8tMbqrQy4zVG+0Jh94qBadmaqa4t81aO4bqJBB6BfVujemKO8ZArA+Xda9DPNHvn1EEm6/XyFFz/p8G/8wt/CD5v7+HuffA23T04Bcpid1Og/OcH0ucH0aYd2maNdcE0Yk7PDOvmkg8s1+lmG9kRD9RouWyK7aYBdC1rMA6UsjXrS5QrF7Rb5My+yYi0jlnJAEgGLWTwAjWMu8s2WN+3tDoPrdAl7NsPkyh8MBlzwfWsgQiLoPDJCFOiMZLMYJRKjOjWAM04qp7IMRWzjpq4Q0L6UotDHiDlEqlnkmpsW7vEzZJfXvDBD0XFvEG12gCJWjxIZf/mOIF6yGRY5YDMEpa5Mg06WoK4LaCoEpUo2WfIUilBUVxwgYGCQsGyyzx8B4mat4saY8vKt8SIm/v2FKLV3dvheo9+LI+ifJxFMMRjCfbxgTrgSB9KOhA3CeguI3zCab4V6InlhRLCmD8hNrEVFkS4zplpCXrGnFKWIKjRHGOW31g4pgfzQYZK+p8KkMvQiosMH96jemETnE0GDlOolkXxgZJinOWBjKpkYxEEwJNKK9qhEPhgQ8k5ShDE1RBM6mRjrzibURgm6yNcFdZfvGoT9IzXw+PBPHD8xROSeSpQ6LVAUbIx540Vyw1IkISizSmAhQVjkO2NaXHCMZezUEBmU+RHex/g+wy8Ovhc+S+mnybvi1DBxMvTge3s0ygTNG6JAeug8iFOZOATsNOhIXfZo95i66f8Y33V4Bobt8vcIlLtUwELQB2N8Tc0hOhiCNEBcb8bACcVssJ4StVrx6YyNCMsARdIDpDm9R7iSIFEIAgqabB0HhZKc1xBA0qwmSp6yfgyBBXBQoCUdv/Ri6l1CIYdjNORQznXiXAvdc+/9pPNPAhPSPqsCq2A8x/YQPI/GjJ3ScDb437gEOYoDYPfeR4r4sRPo+H0mbY8BlYiqu82W33HdiO4dM4IaL/YmLIm2g93VUa2xjBTJsJeN883bLuztaLsQeELOIifMaKCwDyEjqLKAq6o4zm0HKzaMOCBAcCxjvn088ynLuB7wrg7rT1VZrNmX56GGsL8Zn2eSK0iK11VKNfYCRmGMsYvnBRDfrzEhsLJHz5Z5I3NJ1pko8Yq95ftHEnygDDRnZJPVgvnMcmXOWgRy68RWiEEJT7eUv3sUlGm1Fm634xSbMdI+YpYAYFtpHFRVimmjYMrj/CMHskB5a5DtLJwi1GcapiCYKcFUwOZ1he2DAuffBVRQwCygW4vyZYPypS8k7hwH8QEs32uxeZRj/abC+/95jfJ5gQe/2WNadyDrYKcFVOeQby2ymx2P0f3z2HYiUN1D9x5Bs5yiVd5mmDxtkF1tea6dztBcVHj+kwVuvwy8/MMa+XUBMoDLvFjkNfDwhyuUT1gRnq5u4eZTmLMZumXBWhGrFs1FBacJrlBM0dxyIKX9Q6/j5gsKP/fnfhsPy1tsTYG/9Q/+KCZPFJpFhWLDqGI7J6zfIjT3DfDX96eSXJ9pZ0/tWpTPNqhfn2P1OQVHLG+6+KhHftMhv9qhfKYxnRXop1Nkmwz9ixnOfwiUK4d81SHbsbpNc56jnxBM6XMfjAOrAfFEK65a6Nvay7iWcJlH5rxxJYVMT9/ZINtN8Jdf+wW2La4LzN/X6GeA+bEWzVsOfZXh/Ht872znMHlhUV4blM+3UE8v4WYT5IVGtiPAAnrXoZ8XwLxAbi0XI5eoVp6zEIkxnJMmhTad43IGHvFwSkEB0L1h6mpv4iGiFat/VuxAkUTj1jssvrkJ9wPAm5ZQwnKfqC+bodYAOc5TSyibafQ8qEN5MRYSwxFAoKf47wTKmohPAPxufH0/oUJQWQT0zfoiyMHwEaNC/p1lrELlcwRdKvus2Mizm/ogHz0oc6UHp9QMEkPWyAYdI84pjWrgJHijfBzllyvWq/MGISRCGjn0IqoxiJh7oyCtAeUSSmK4f0Ap91U6nXyWRuhTx08OrcSAS2mFSigtqQqb1jw25EbGs0dy5IC0ig2tto1R/ST3M4yZ0DyVGuYOJVH+MRUy0DPTS9TftI7jZQzb2loPjbCx4MfoecOLD9OgPCgqjsbC9V1wLNiwyaEKVg0V5CV99sDQPpTLlSIyogx6yFBN+rznTCYGqswv0olBIm2X3JIEwRs4TvL+xGgLnztEGB/s3AWKLQYoaqDlaewhZ+H3cu9DiMrIcOb2jgz9kXMAYBCIGPzNIznx8galV+8cIO3JOwpodrJmQ95oGHszdPTkXRPtOaRp2zH4T5m37HiHvqSsizRYlIyfS6nHAEQddzwuAwc7dZpl7/LvKOyHpIaqu+n92g5O9Uf3INd750EMd1ljvafZj/s/XisyrkL7k76O0VPnnS+M1m6KvoaP/JrAaN6nhnnaHh4sCIWP9yNgMJH8HBS0WoJYg7mX7pUD6nJ8f2OxlUDJT9FdGeNW7uPnnGMJ93Q97AUvlIpnl3Nwswq20MieXiPkvfV9LEsyqQKi5NoWg1Um+7msmd2OxYdSR1ccKhkueZ/hjHCx7/4Ze1Tv5H07A6AFaFd7x5zLDjCVlM+jEBwUJe3NNqptah3qAoc1JAraADtEidhcChaEMirJxcqUfvx7XyQ+Ed9SZRkDM9Lnth3sp7KOXc+loahu4Oqa21XkQOftQ60G9xnkC4LHlpLAnut7tm0lqK2Indoij+hp14G8kue4xIo4jiAKVFHeeyxotUHedrh3tYUrc5hJDr1pQHWHyc0q2Ev2tXNs31pge58Rsn6q0M0Ut4sUmrMSqrPQtUHx3vMwp6rrAsWLKRYfTnD5IxUAjxI+y5Gta9DvvYvZzUPYkyn6kwmrcTZ9YL7ZaQFV9+x85RomV7Dy7vx49PeX6Bc5+pnGybsGt1/QyL6yxVe/8Ry7Psc77z2E3vGZX782RflsB3W1hdtsQUpBFzk7ksZBbVvoRYF+olFfFCgVIcvYVi+uWpz+QOHXPnkbZd7j+nYK1RL6CWAeEfprgtPA7U80gCX+3x3XP3Fnj4jeAvB/BfAQgAXw15xz/2siOgf7pW8DeA/Af8k5d/WKu0Gta1SPgQdmxvDphNBPFGxewJYaylMVz7/T4PbtAuu3CC//RIP8SYHzb2uc/t4WalOj+kQDLXv/ThHcfIJ+XqC+X6KbEbopYf64RLY1yDYdZt/8hOuj7Ha8EMoC7myJ9VsTXH9Zwz0tkW0J1UuCapj+WL8zx/1vOVQv2LnplhlMQShWBvlNC3W7g704hct5QWc3jDDa0i8wTejvLaBXDRco3fAEcpfR+RFpYRABbcXFGY2FW85gigwuVwxpdz1vePMJbJGxoIsD0FvoaxNLK/RCq0kMlD6qaKZ5bOEQk0MljaoBnDwsjk9i+AIYOiKj6J9LDhmmUvAGq7ou1IWi+ZwjXAllgbTmgrNtB2y3EYnLk42tbmBHjg5lGRxyDGTWU+GA1HEww4M7oAddpKQFpJM7Ew729HIGe/cKpRG0jvTHxMgINMfksLcHjJAxLSh8N6X3HDFa5L9TmhBo5Fyl3H34wIAcsmnk2iOSA4MscfLSe0VKmKijqahgCO8opM9LjICBmlowJGNk86CDstuNHFA36Du/Hzv43XhcDhmGAKIy4QFEAUJTdC7K62vNEW1/WaEbHXB2xnUVxdEbC+4ENNl55cUk2gzAO0xx/qZGnjOGlXd9sIO8MROct2PUQ0cBqRmP9yE0jvIsoqOBETj6beqQJgGW+M6TXKhUXTZxkIf3TI1y/177bu+zQZudjQIGKcoj1xhpGt/DmOE6HdN0w30Sp+/AeO1Rqvz9BvPMj79T/WBNkor76NBRT9ZrSqc9cg1y7kgF53Yw/41BilKGtnoRjENXKFMQ1rj17+6AM5Q4JQPRmYGjnOx14/fqLJAiyAfGI/08bUNwmELD1XCOYX9vi/8Z3ytpBKcwvcIaE+RZzoJwJkYhmTBuyR7mFIaUfecwSJ0AkLIM9vrrkT9GVXtQ24LaDmoxh5K8MxGJ63wA2tdncz4YuhdUGtNGZY91lFDJLZD0S3LoQrvaLjpDo/UzDgyFIKOzgR7q0kCyDyoEWruoRgIRgSt4f4p7FJ87brtDYCMdSBEIKGUy/s4YIGFShYAkxXzzoHBKyR5sHZynOe+ldvh1EmovNjbeR/ZDcd7k37s65p1K7Vw5i6TvSZCIsozPpqLwa8aFwD9ZF89ccXglQCB9a9sQ6OoezGFyBaeJRQN7y/ao6QAo9IsS3YxraG8eZihXFtOnLW4/X6I5UWguFGYfA5OXFtlqGexjW2RQLSt3nv+ug+ot1LqFWm3Yvp/NgKsbqKsb6DLqGMh4Z1kGd7oAoJkCWneABYpr4nStrkd2s4Oqe2SbHNuHJRYfWLiP5nhZz0DW4S0H5OsGumb6qHp5C7daA28+RD8vYWY5q783HWhbo/jYoNCKx7ZuQMbCnsywfb3CzRc0qsxgVrSozns8fXeK6VOH+7+1BqyFLTMUt1OsPk9o7h9QBk8u2ssH+f/xRUSvA3jdOfdbRLQA8JsA/osA/mUAl865v0JE/30AZ865/95d9zqZvO7+6Nf/2zDzAv0sC4W0q8drUM1Jna7kCYpMhRoX119fwvjci4vfvIJab/mGgor52jUAYE/m7HxlCmrN9D+hQlLXA9e3Phqk4aoS3YMFmoscqnWwORc7dMTOnm4s8lt2vmyp4YgAAkyhkG976HULtW7ipnGzDhsoJPesKvi5bYeUCz24ytLzvLMQYYdwqInQvX4KABwZeXIVUUIxjnc1O42zCeycVTypY+SSmhb28jqiB8AgshMUJb2IxaD+CpAgFPFATtUmB2p5iTEyzokJ0Xw5OHzuyKCuT5on4HMhgiz6njNgYlRznC91xEgfi28M2ur/Ha6RoXPIiBhcRyL3A6P00D2SDX2Ayh1w9lKDaBiJPmLgHeqPp7wBwD6ytd+ngw5RavAeMGwHYzx2IP19D4ojDJqeGH+UGmvH7zV2rsZtOijXHh8YP7sLYTvSnrRNh5zh9DuBqgoM5b3T8Q5O32EkJTwv+d4A/ZMrBHIOz7c7xyf97oH+D7576Dp0VtEQkdinoR14xvg5479Zg2MO1p1tTNt3YEwGvx+gd0fO4AEl70jf9z57xVwazfdDiGn699jk/fUT+jJ69uiHg7V7rL179xs/49i7wH5fjz5L7nvEgT/Yplf170CbXzn37+jL/7d7xbGxvjPg8imeGR1NzaiU5IIpxeyWXR2YQlSVXimSEEsUMZNor80j1sSAghwovUMH9s7ryDl3JxU7+S6AYc5mekn7ArPH7ol8hTEVWyJ1aoUe75/hP4x/HwfgRvNqkGM70gcIgeLEsRRnMTCqlIpF4AFmuMjYSkB7xAoZBJTTcRufA0BQBA7fk88FMRVksCzQPToHOUa21LoOYxvowuencFXOBcbPK+jaILtpcPMjC3QzFjw8/UGL8sUO6pYLtzul2DY2hm3s5RTU9lw+zQv+udNFKLKubrdA3TADDgBNJizUJ4r3Is6TabhZxd/f1awJkRc8llrBVSXMCYNDgQn4bM3pUZnYVQRzOuV/OnD6l/c1XJkzfdRafkbXwy1nqB8tsH0t59y/nUVx3aM5z5lWetVDNQbQhN29Au2Cawd+83/3r/+mc+6P4MD1TxzZc849BvDY/3tFRN8B8AaAPwvgT/mv/VsAfgnAnc6eqTRe/tQS29cI2ZaVe86+ecUKUb7ALW0AZBrm3hL9SYl+ojF90qE9ybC7p1C/MUe2qbgQukxopUICsnpx5YvHZhyNyTJgNuFJPeBvE6huYPMTTsCcsXrl7EmHyx/h3KjqipDf9tCblounr3dA18G8fg92kqFfltC55gVwu/VKRt458VLYxAPH/2saX+S2483Vb5hqPoeblHCzip20nsstuGkFMy9DmQi1beG2W96oja8joxX3Nc/YUc41nHagzIspWDvKjRodFCNa3cDJO0LH4peZUBWPGOzB0ZP/FKqgUNfcaANKjU9JcvZJ7XCewlE3+8Z0GolL8gUPOUDjqPX+F+SQ9Zz4cWSaFAIdZ2BEj5C04IAkUcfxRQoItx0ebsM8tJFRmka8cYcjOjIOjiFZ6ffHhk+goqWOaJIDGMZAjCNSMboNeDRr1LYjxkpq2A6k0A/0bRCJP3S/8ZylKNYxPtABDI0H6MPG1qgdrk8cAADjWnMDQ1Wcck9NpNwN2jF+l1LfyyE6ROOai2Gcezugye0FKMZ9CPMpRVL2u5mKpwzuccyYP2iIH3aODs6x8T3ccHwPtyUxysefp204dIXfuYNjctBhO+YAH7r3+PeH2hQCL+lv1d67k3ID8ve9ZiXI+uD+yT0GvxVEeK/dozmLI87QofvJ8wXpOebISF/HDtUhR+sP4rwd+u0eKpi+kyHytzdvD91/3I5DwaG039aEfw4ROflOt/e7wBCR78la8GfSwWu810tdu1zq2/n9xeeyp6Uh4EtrABiyVbSOFFjHNFJSFlDeGZhU/D3rOFUD3kHyrAVnktzANC8vdU60RxvTfORRGkAQ+Eqph54VMEgbOFTHVTQIxBEURoSMVRqQFodREEMk50OS8hCCyyE/NWlPmjoA2eeSMR3PFUGw/XuATsSirI0iMs55tDb2K6SCaAWoWM8zvBOvfC5icxwAKIbPln1l7Kg6x+/B04qzl2umgV7fAPM5iwxWBVByjiA1LeysgpnlvkyBhlMVdvcV+ingCHApNdbY8J7JU2LV9ZqfV+TAtIKdFGgeztHNOBdv8Y83IYDhJiXsrEK/rJBdZYywbXZw1gKLGVZfXsKpJQCwMv66h9p2aB5M2Je4IMCxwv784xbbL5ygrxS2DxTgGOxZfNjDVIR2rgA3g+6AbGuhWxuc4xKAutkAnzzFZLVF+WSO3ecWbNcpwvaegs2B+kRhcskaI9NPauCNCqa4I4iEf8o5e0T0NoCfAvDrAF7zjiCcc4+J6MGR3/xFAH8RAPLFGRwBpz8wKK+8sMqLq1h4czJhp0Ur6CdXUCdz0NkEl9+YQHUMAZfPdlDbJkQDnGZqI4jg8gxYW8A0LMmfZXBVATstWe3KOCh/sIvSWfn4Ftm6wvM/PEe7INisQHXF0qr5xkLvOsA4rp13vuA+WV8GYL3lhODeMOyrR8YRqSHFwLqQbxScTsWbFdVtyCMEEcy9E5C10OsGeH7Fz800UFUxybjveXJbx4nYXQ/10gFlATutYOcFqMyhihy02fFi7boYvRMjx29uAwQhPaxHh9ueIWIj/WmA6CmKFAahToANk1iEPs0R9M845Dx6yluqoiaKdHuqV3dFPg9EoKNDOhR6SA2iNI8k7fvB+w7+e+TIjo1m/7codDJE4NgoiN87hJoNnbjE6E8irLHWma/HRg6u3zekjuZIyYEwMqDSGk/8NRr8fUBPHIyRCX9PnzOICieI197YJW0eRCjTP4+RZ7GHj6EDab8CSpeM5YHfHXSaBWkaG80pGutpPGOEM+S2JLmLg3l36JkjFDp8LPTnJBfyqAP3B7k+LYIWDPnE8XEOew7VIYM/CYQM7r+3fseO4BEH8VVX6vjd9fdxO191z0PteRVCM9575XvWHG6nSubm4DF3BHfoAGo/dgB9O4boot5f60DcAyhxDj8tKjXu6yFHeexAHnsHhwIDd9FuR3mWg/ak7T3kgB5y/Mfz+9Dz0nuM25ruk4fW0zHEeNAm/7nWzC5azhlB8bYFacUGdXCShvUZx2ge70H54HnOOVbWTvO+xCnzIi/U+6LycsamIl7eMUrP64H6MRBy953kyKWKtsbXs5M8QpmT6V55ILA9VD6NY7xXTsnn1wU10rYN1NpwFniEjT8rItupZyCCHEXhI/LCWClaeai9EpAX+yxhQwWAQPoidM+uj0Hu1DbovX2TR4XPQUmGpO6lBN+DDSV5vJbVdKnImUlHipGyrgtlsJBnaN+6QHNRoJ0rTJ/30NseujFQXQEyxMxtAy63ta1hL5bolxXq+yXyjUFx1UB/8jLMI8lPzDY9yqcbUNvDFTmDINsdUNeg1QbFy5wRPaXgZuw/2GnBKU4WIAc4TajvFzBFhfqMtTvyDTB92iG/7ZBdblC/dQLnFTlV70A90C4UlAGKlUX1rIHqeP+9/eIMpiBMn/cwU0ZeKc/gNPN7HAABAABJREFUCl9D+rpFP83QnmZozgFTOfQzAlkuGt/PNPKVQfXyiEK1v/6pOXtENAfwNwD8Jefc7V4x4yOXc+6vAfhrANM4H/zKC4AItsyBTKH/8iPoTcvlAV5egWjCyN7r53CauOi5JrRLYPO6RvW8gFrvgKsb4GTJjk2VQXs+rd1umbZQcv0X6nroZ1d+ASuGaT1fmABQ3UJ3PU5/v4RqLbJVwwmfmYKZl4Dxm0hvQ1FHezqDO5sDpzNWxzQckUHhE2n9psy5OJZVLH30grTmOioqiVaVBZyiAGnDOajVFtR0vAn5A8vVPUIR1LLgwsvOwa3WDCAJlznPAE3olgWsJqizEtV7LAZDeQ5kPgF3tY7J+YccmeRw3UtABxCQlzGKljgOBBMUo0QFEo5FMChTQG6GFE9PEZWInOQQiCqXM9YrgbVh43JA4rze7egdzB059vUkd0D6M0CSQkQwbqSD8ZOxSJ2kA88bGvpmb9yDMz2OjspvR07U4DNxHuSo8ofC2Pjbo+ik/YE4TjSg7Ea1ysSgOkA5ddaLXsh7Ho2xHICq0JHemBaCH4+l/M5/FsQN5JAQ9LPvQcbANk0MrgrCdtBgHTnPqaMVDnUF6BSh7g/M/8OGfXiP4/4nzq18Vy7OoUU0EiS6ftc1fo/W+VPPDubW3lwczdu9IMIeQnjAmD/0N+C480UHxiP0NUH/rIttCu/w0NoVFORTInDShrGzdKxvx1CkQ9+V9vjP96l7+9S+gwjaQYdxhDyNA0H+82P5e+N5Pw7a7H0nNVAlUGO5FmFQcZW2yn6Q5n+mfQosgP32Hr2OOWbc0NheJI5r+PsR5zH57aH7cv/z8Pe9+x4KnIyf9annYByHQQ6q/H+4TTKG6f3dcJyl9i0kOJp+J+MadUHlGhist0MCPfxzHxj29RNdipiJI0WKqXP+u0E1NSk9MCjnpHyZBj0qf+JZQK4TtWMMHB/JYxaNgUA9TEvaABHhSi+Zr0n91NQJC8Ju1kUBmyzOA/lusFX8OxcRFcozUNfDNk1MeSkLvo8xjKL6vO0g9CIpNSIk49i5dbtdYHiQqIHm2YDGGcSxaFhuIRRTL4sQ4A+2VCL2YpsmvvtUjbooQNMJ3LQK5cDQNBFtLLqg2KnrHrP3Gsxbb+MZtjenz6aoO4XmjNDNFPJ5CfpwB1UW0FrDvFnB5lyGYEIX0OsGdLMG3a5BK4K6LWCXUxZiWTdBuA9ZBppOYJdTqMsVK9krBWx20OsMi5qDG9T1cOstaDGDOZlhuiygdj301SYIG7o8Q/X+FaoPFZZ+XMg5poc6BmjQ9UDBdZ/nH+xAzkG/WIGaLuTAUllAVQX0ZY+sLFBcT0B2BpMTdGsxe28NtanRX8zRnhXY3UsCKAeufyrOHhHlYEfv/+ac+5v+46dE9LpH9V4H8OyVNzIGtNoCWkG9vObJdL4A1T5KIIsMCLnPZCwe/so12osJ1m8UgAJPPCUCLRZaIPfFFMobe04RO2FEQKHgfCSLmjbkxbm+B5Zz2PkExVXDVNDLG/Rvv4bmvMT69QwnP9QoLnegqxVcVcKVGSOEdQMS0RXneFM1hpM2RTZfO46CkDd2hX/t6Q0OfnHNJnBVDpiCJ1jTegdSsePqHKTYuES5xMF0mQbOTnz9PQBVAZtr2DKDai20cZxQ66kbrq4jP18iXyJaoEQiON832AXZSgyxQd5cQjED9p0JkavnqFoiGCKIn9juk4qjkcYiFIAfHDxJ5D9QSe+OkABg9AeIfPfQtxF/bWSUHZKTD98Z5S2O0SA/EHc6lPyVxIjwDuFYWdBZxWicqHqmjpiK72qAQMnz0+eE3wyj9GFskrIQIXfADpUJQ5FfUQwdtT9Qb4GB6mFajFkOm0FOGgz/zhsEjhQ7KdJeUkipnamTF/JNJWHdiDrmUCltEMVOxyg1tuRdHgpgSIQ5QS7Tv+/9e4SUHFb3iwW9A9Ke3ss7aamwwzGjN8ybhOqzR5U+6tQN6atu5CCn3z0ULLiT+oqhgz7YX8aOpdCL5F4H18N4Lh/Ycw5SGo+gPLDH3+GgEyMD/C4HePR53BdGaHW6n3gxjxR1uNNhGAfjBoEpYBxcGNTZ6iIaEFgS47wnQYVTg9ifFyzS4Y6IB90xF8aO6qH3lDpS6XfvCCocCjjG3x0Yw8HYJYG9JEglwbP4N3FUx3P2SP8OBEv3nMZRP45+lgYXxo6mOJnps1PhkUkJTLgeXShL5PeHiGbh+Fxzvl5ikq8fAmsAXNPGeQIM6I7OOZBK2EMBBdQesSrYeLf+rPFBYaGBhlqjGvHZQmG0NjoupPwe6vttDGIxZv//PjUERc7BQO+YpEqavF+qqKapdVSrti4WY0/mPufY+QCGSfKmU+c2yzjI720tnhu+/VUZ6baKA5WwNubsybiI7eVFZ4KgjFBM85xBDCl5lWXM5hIHdcD24DEJ5yPAvxmggz1oW3MpCOdiiQv/jt1swjWj5wWyGxYxYdEcD1r0DroBihuH4qaH3nZsK2930MZg8rxCP9EwJfG4+DnMDDTDjLWmjcXeMw1azuGqErbKYaYF1G2i9SCgyi6DW20YLCg4jw6a0FcaKlNwmUL2Ys1DcToNdZ1V3YdUqqCfEUqjOShjoF74FJ+qCPRhu95ATSqQm8HeP4XzTMLFd6/gigzNgynsNIeZ5di8UaFdEPrJ3YGgfxpqnATg/wTgO865/2Xyp38PwH8dwF/x////fOXNlOINojfA6RLOOebpNm007rsOUBra8aJyvjC23vaYfQJkVzuoNcvxuq7j7+9qRn3yjJ0fgbcl2dI5plwm/OrQP2NBnfF1MzLg/ARkHPqJwvWPAKYqMXmRY/n7CmpVc25eimJozQtTlDC1BirHERAf2aKqinXm5Lk8uEw99Ztmf1ohA0dwZJK5rgv/7WTyOcPRlS4xXCUioznpVW9q6BvNTt5qPVzM0obZNEbjLFNIbVKgc3wIBqqh53kHdUF/uYGN6g0ynShqilNpTIDpXd0MJKdDtG4yAXwxU+fHN41A+Yewktwh4zi9SEXH1MTfCW2T2x5RlZSWOr4GohgpNUWeDeyp2x0yRo8aqDKWBx2NRGY+0DyTkgshiTwx+FIjX34XcuIQVEdF0trZAzRYQYqkbc4MPmOFPi/447xKm1BFnANHHZPgwAihTHML/APifB07AdIkfcAYTPMsxHkkXwNvrz/YT/inBDU7gPYdNNIOITb+d/x/B5yG8T2EknSITubXIPcZwZga33eoFJhEZgE4rWMR4iR4ctAATZyZQR5pugeIU+JSlC1BRCkJFo37nIxRqo6Y5qTtoe/ppZOxGL2PcL9DTtgYucOB7xxjMqRjFJ4jxtywP+PPDokgyRoAEIMd6b+TfWrgDI7m5F7bkmDPmBK/J7gFxBzqcBMHVzf76H5A6IYBG2FuhH9L/22cQwFRTsflGOr7iqDYHuor6O6BuXXwOYmjxl9Pnuu8eqicD+ncB3zuGhvn6X48cP7He+2BObTfqTv2h3GQA4cCGiMEMw0cVCVoNkV3PuN8KQvk4jyJJL+1bKukxdQlYN60kX2UZVFEzj/LZZoD3lIXVpwdX6xbHC9xPkIbteYguAR8pT4ccs/o4XmpBP31tfNcmTNa03MKT7jk3CAKhn1gWBGxg7BrgKbl/84zuDzjwL91TANMBPFC0Xlvf6HvYzH1vmfbRHu0R/k5kji+1BvQroYF2PaTOTSpYn889RAqcXJ6w4jkrvaifRqYVHBeWIT8d9hm5brJztvLALhtZRHQRjebwJUZlyVrPaDStHBe1CU906mswvt1BWte2CIDMgWbsQpntm6hnryE8zoQbjljB7O3KD66CsiXulxx+tTJFH3F7S5vwKXKXt5y2Lgs4GYTtF7h3mlAmDJus2UnDfCo6AKu9EKH4nwZA9o5ZHXn6aU8rmG1dL0vz+T7aB2o7jH5aOUdQxvef9Z2YYzhQZZYosNwf8mDBMJOU8Tvx5+zasqAj+tZ20OJbocPsBRXDZqLCu1CYf2Ggq65jNtd1z8NZO/nAPzXAHyLiP6x/+zfADt5/w4R/TcBfADgz7/yTkSwJzOYSQ6XKaimh77i/DnKXFwAAMPLRQYzK/iF3OyQff8lO4m5d8oajja4ImfHTilGxbz6JYAQKUkThcNlDNzlFfCEhVTUyRL2/inq+xUuf0TjX/szfxvf2b6Od1cX+N4PHgGYsLGQWZByED1v1ylQrVG+0FAtf9aeONiKX6atLKgyKGctujaDWWdAIREnwuS9AroG+hnQnFVwlUHxPIMpATMzgPbPUg5QAFqF4oWG6glSW1DXQLYFlh8alJcd8hdbLvb++hLrN1/H9EmHfN1B39a88fUciXLeCaO2g8s0I6O+/EOsRWd5cw7vUfFElw3eWLiug5JIniAsYIfSTSvYWYntG1PeiJ1DfaKhW4f5Jw1UY+CI0C9yqM6CfEFOEOCIUD5ZwWUKdu6LijswzG44GqdrETNxoG2doKBmiA7KYSTOmi867cbyzSl1TxZ3Gs2zLhxQru/3il7vGW8t03EDDUPHsUt/E3j9KVUk/WxcPsHXFhTjPkQFpZ2yYfnNUSjFgQoBBNqGK/MQ5YQcPinKpOPaTGt8DYrFihDQOLqcUJtlH5Ai32RMUKMdiAQFFIi4H9YN36kYPYoApaEyplGHtssBTTR06tJ9wfK8FVoKac1t8eMph9og0T+9tI4RyEO0KusCzSXMs7HDmO5H45INirgPcrjk+bA/KUPBujguWoHKMux5XFxXDHEX550Ye20Xo9sSdU+fIxFzACI4IUZbuJ8EpJwEurgwbVD79YbY2FgfGLtJG9P9JtTQ9O9aDFBGJ0bOVOJc7akPp3MwRNeTuSH9T9vkx4XC3LJ+Xvn2yNiP6qS51tN7RDlZjGilh3tnM6IryzqTSHXXxTqTZRm/JxS9cdAjeR8iWx/qZgFQZRHUYFORjgE9PMwvA/JMEpWwbsL7T/YoiHy/jG9yBsTfxHc4uJLnDd6DFeRC7TmKVFUxp2lMuRUKnNRRS9HcNLCok70y6U+6t/FZ5hEOK/NJD/bwQdsTB3HwTqwJaJoS6rbs4SlDJP2N9Ff67gOyezVaxw6jVqxUOClhpyW6eYaPfj7Haz/5FDsAu26CbX2K+qpC/iLD6TtAXwG2IHQzoD1z6OcGKC1IO0A5uF4BhgBD0IsOZpth+m6OYgXAAu2J/93SAJkdBlUs/44qA9cT8mc5yisW6bMZ0J4B7amFyxyc2DiZf6e9gpp3cIZQvF9C7wiqB8gA/QToFvJMB+QWKrdwhoCbHFj2IG2RfVAhXyXPO3VoHggCyf1TFXMl3WUJN+H7lR8WKG5ZuK+bEttn5xZOAS53wAm3C5btMD0xUNrAPJ6iuFKoXgJkHboZYfc698fmDjhNfmcJVBjo3KK/KZCtNIprwuS5g8kJm7fY9rMaMBcdVG5ACjDbDNAOlFm4bQZVK2QrwvQxD/z6c1wEHQroH7Ygze/Err0dk1t+nz0hW2nMPiao1mH7CJxjR0DzdoOzixW+cv4Cv/n+55D/7ine/psdcHnDDDEgBlhnE7gig5nkoF3JgMOLWyxyDTPJ0FfeAZ2wEys2YXT0eB6BCDSdsKaDUuy8F5yX5xQBPdtQtN4GEMCFeoK5V/n0wY6bFZ8jD+7BTUuYSQ7V9lw2ojNw1gc1JgXMvITLFWAc8qsd6HrFuYF+PUmZJc6BnfF+sd7CrdewuxpqMQ9rLqC7bQfUNYNX2wnyTAEoUF0q6NZBpUydA9c/8dIL/0ley/kb7o99/S8CxsFOMqjOsgwr4B0PHcok6Bc3/OKqAs3rC5Zyvd6FvDkAzJd13kns2TC3my3U6Qns2RzUeCjcJAaNCJQ4zqdTywXcfAo758nQz3NcfynH5i2HRz/9GF9YvsS9Yo03yit0TmNtKnxn9RC1ydEajdent/jc5BI/NX0fG1uic9z+ijoosliZCR53p3jSnOA7N6+hMxrGEe5PNng0vcEfnr+H2uWwTkGRxaneYqYa1DZH7XJsbInv717DzuTYmRytzdBbhd5q/NTph3izuESlOtQ2x0ftOf76/+NPYfGBw/L9GvkLLlFhqwz6asP9r0rYeQlbZNDbllEPn7BMnWEIWw5RwDuDibHuHOcvCrQthnzKiyeCy3iBmGWB5jRHO1cwBSfHqt5h/RZHN05/0IOMg8sIm4ca7YJgKkB1QL52KG4dirWF8sqHesd1GCkYbeAim9YxvXbb7B/wQIwESpuBQT8PqpSmBq8Yh3IllANumIqwv/DvheriI0kDhyBtw/i5488lAVkrjjiKIzZug7Rj9AwXnNwDkeYDFLfBM8aOGsCUB6W4XaEumhveR+47Hm+hm0iUThwC8tTrYOS4+KxBPmkyhjIfR4n7e3LfSa5ufG7yndToJwqUjnBfH9Xj/rgQBRYWgURmnUR3/fyjdG4FVP7A+5b3mzIO0nE48I4GVxrZluc3bXRwhE2RKtOl73VslMvYjx0jjBzx9Jnyu7vaB8RgxHhOAHHdjK90LaZjKip147Uevp/0UwIizoVg0OD56byScUvGYnCl45XUCQ3/zpLxSeeQouGzBmPkx1jWeRpwGY+FXPK3dA2On5POI+eG4ytrU9gwdvS8BK2I4hHD9RmemUiWD/6e9ld+f2ivBQYUwIP9PPZOjNnf28b9PDBP4t+HAZCj13jdOLc/t8e/P9Qn+f/0bBnvn2nb5fdpn9K5Meqf5PTbeQWzqHDzpQluv0ioH3UoThq8drrC106f4U+efA+aHJ73C2g4KLKYqQYKFhYKv7X+PJ41C9y2FZZFjUL1yMnic5NLLHSNqWrQOQ4CTVUDTRaty/DtzRtY9RV2JsciY4SmdwqLrMYyq/Gjk09Q2xyd01DkUFGLggyuzRRbW2JlKqxNiZ0pcNlOMctanOZb/Pj0Q9SugHUERQ4aFjn1uDEzPO2WeHdzD71TUORwXmwx0w2musUXyudoXYbOaVTUIacelerww+YBXnRzPK5P/OuwOM13uMg3OMm2ONVbtC5DY3OUqoOGRaU6GEe4NHP81u3noH2awaZnxlShDH7h4lswjrCyE2jY0EcAWNkJfuv287DeG+6sRu+LV/7Js++jIg7A1I6dsoo6zFQDA4Xf3b6Bj+pTXLdTFKqHIoeMLL4yf4YTvcO97BZbW8JAISeDmWqgYfHt3Zt43s5x001wksd6gdzPHd4sLoPtKn2sqMNC72CcQu1y/E9/78+g/a0zfPHf+pBLeRkTUm6Q57DnCz4TieBy5W0EwvZhCZuzM7x4fwv9cg1cXnvtiAz2fMFB+96ge7CAanpkz28huYV2OeXSC8ZBX97GczTTYS8JQA4p3tdVpAYjz2BOZlB1y6UVZhMPJMSzUvwEAMGX4Fy/Tcx1FAeyKOCWcw6obGu49WaIgCsdgQRpo6x1bzPYszk2b02xu1D47b92vPTCZ9rZO6led//Mo/8KGyISCdxsQSdLPzA2HHYMD7OB0r51AQCg3rIEbNcz5L3b8T26PtIEAeDsBOZ8zoXHewstpRHajuFhH610bRs8ciSUTzcpYecVto8myDYGumHhFmo5kkBNFyB0ms/YyCuLOIkAwLggLQvhEXvBFbfdgaoKNJvA3FtyUXitYEuPtjjHBdp7FiOh1TaiBwmCY88XMFN+rm4MqOli/mPbcWRConx1EyL/dHbCEZbrFdfSkeiytRElkEsOwcTAC985Qp8JNCAx7H1kNkRagVDo09VNQLVoPmMksMi5D3XD+QWJo7bXvtCohLoIDGlPiZH4ytpyaT9G1KlBXw9Q4l4pbjCgw+4bFceUJ0VtcqAuKW04FNlOxySh9QAYUE/DuH4Kyt1gXIQKOo5G+z4eo66FfstcGr/HFPEJTUnpgaPxTO9x4P3fWasqaZego+OxDfc7Rt0cj8+Rd5S261hbDgrwjJ57rC2D33vJdapKFoIiYgr0zS3cbrdPeU6fn352aG4dug7MkUNCIXv9OHQdoiwmvz9aYuRIW/bW2JH3PKY730XLPdr+dL0eEplJvnesBl5KTU7VWD/VtUeljWtlT5V21I+Da8Xn8Y3n4776r4uGFg7Mo9Helz736Nwa58Ole/ros4P3OUB7/VTPPdKW8OzROx3XLRv8ZpwXO36Ph+bTXe0a3+PQmhjdQy8WoOUC7ZcecF0w45A/vQ3Oua2YtWAz30fnYs5S17OUvRd6GZRvmFZAkTPrSoJAnYGqmSZIuyZBxH3aiARDMg27YBRIgluqNdG2CgHTJHCacW0zezZnGwsANYbtK+dAu0TJPA18aQWXZzD3FlwjGWB1dWu5FvFmF0CCATMmYy0EO58EGiP5IDf5guLoetBq49kKhFQp1C2mcEXG4wuEusfUst1K23oYfJJg4bRiltokh839O+kZrKDegrZcXsw17eAMpKqEm1boLmZwvq16LTYd2NGp28gcScenLNDfm8MWGiBA1QbKq3T38xzNWY7dmQIUMHtsMPvl74X5GN59nsO89QD1/Qr1uUZ9ppBtHSaXFs1SwXpSyPl3d8ie3sA9fhbsQjplW9RWrMdBvQ3v02kFNy3juBnr6+Y10aGrSlbC9+ypoHZ/fgZzMmNQqTWgmmtOU9sBTQu7WgcBGvPgjOt6Owd9uQ42+4DtlLCjaD5lCnPXc4pU3bD/EajOeQjcQUqapPUSewO3nMHOSvzd3/gf/f9Pnb3/RC9j4DY7djo8jZBmXLgQvc/XyzJQTwOkSHX+4GtMeFlO0AdKREwAXjhXN9A3a+izJUO0s4IXqFY84bMMpJ1PYi35pUphRqVAAPR6h/kPP+Gadn3PG7u8yOmEn0MEd3UTvX450LzB6+R+fqOxqXhEkcPtauiPWy/760tPeAqaq+twqNg0gphG715eckYLUZhs4lSJYxUSch1vUK7v4Z6/BGkFK0m+xgzruslFinNHFO3JM6cH8vjQc338PSkvtJFQhaSwa3DeAM7BvFkBqzULbohT4lxo20BVK6W3DIyN1EgXWtwoMjy+pJ0H82DGgh4JXSc51F0/RGAkuR8A0O8bI6nRdKdiHRDU2Zw8d9jI5N8OSNX/NOdbOusAw5v/0dwwueyBKPnoOSLpLK0el1s4ZLRIjtkgiX/87AOlIIaG6H5Nqr1n+XEb5LSN75X2xQCAgTNH7je+t/+RcwTQyPDtvIzNpzEmD+XNdT3cIWfwUB+HHYCo0wk6RmrCQTOKEt18v2Tsk7m21+RjaOJ4bhx6135M9/qR/ubYmpT8PdlEDqLRI1pfaN/IqdyLORi+7R2OaHg+7mjDK+eeA2B4CMbreS9Yawe5tnvzs7f7zxs7pONgTeqUWAdrEvr3sfc1zj1zrKDo4NfNgB67d4uwbwxEaNLrUODo0F7kHK+v9OPgcCbfGf1teI875tCx3x4Loqfra9ynY9fBMT7iGO598Vgw3w5L5QCH52FgY3ga73qN4v2IVLvbVWA/kLdHVLInO9nXDwVP02cCe5VRbPKbQ8HOkLf3gsXayOdAueQs2euPPFMR6COv+OpVNB0/dMCICFciAqMePwuGuvPtkd8eDL6Ngo7KBz6C4FX6jHEbieCe2Dg+0rbEphmsJR/ohtbAFYKDqwD+XMRQrIVNbLBB/roPymTvj9BsuaoyjtVY5VopZE+iWxHSMbRC4RzKqsLSl/Kipg32JawvL+HzENWmAZ2XcESYPzZQvYNqHcoVuIzZuode1VwuzbfPAeyAOQfddFysXGvYWQU7yWALDVOxXa06i/z5FqrrATSw6w2ATRBnk7FS8xnc2RI3Xz/D5HnLGh83mxg8EIXS6TT0H9qr8/eO8yXlalsg53qCQexReTSw9bUprfPz0UKdTGHOl2gvuKh8frUDqoL7NM2Zgdb2wOUN6HYDvY4o66Hrs+3saQWcn8CVWSgWrlcsteq6zi8wb9hud2ER6NmEI1POhQRTAB4y9fd2fsPKC86JKHJgW4M2O6gXfL8gDBJoPuDk4kS4hQDmCGsFTEqozY7Rr10daRRCARIUwzHthqaTSAHyuTyuaaOzmNJF/O9FbRB9D3dzO0RKxNnxwhyDhHrvbEbRGQVKZ4c4Us4B2y07a+LUJRvlfrRWD0sIiFGaqG2KUlxIjh9FHVPDI03sF6fvINUuvdKNKji5fNgNjSGz/+x0A/4UTt6hNg+i7scS6NPcpfHzuOHDe4hRSjQaxzvG4a72p0bksZ/LWI2pgGMjIXWclcanM0pGDhPd0Y/R99N2pEZBUCD0Bl9w2g44wMdRgSPvGsDYkD7YvoNOBOKeMfrNwZIEI0fusJy+GEb7IgyDeTJ2bI52Lhkbn+8lCmpus2FGwVjS/VX3DP05Mqbj+Tk23tN+7M3BI31O73vob2PHnRRwTI5+3E75WzrfDz1Pvne036+Ye+M8wmPPEaP8Vaj6MecBwNgBCUGmPjqRQ2dyP0A2usHev/ecrLveU/p36Yd3Hg9eh+bFq97jmBp613cPtfNQGw49f3yN94a7KJ+D+79ijX0attYhJ/XgnpoEj4xlZOHyOuSLSt6gUFAD4jsOnIriqkawEQAgCK/J4w4xHCB7ra+x54WcggI3MMxxxPAZwaZI0VTpzziwAXgz4ADaLKhMEhAhLwIXvpf2GUMRtziOsU7psf6G7zq3zzzxDsJAQCyIHgEh9zdhvIgzO0hROMJwcG0LN2LwAIj5+D7In44FAA9QeOfTzy/X9XAqlq3AehPs8NTJDZRh71Q3ry+wu5+hPie4a+VLpgFkgfLWO2rbmsEWKVzfdXCbLbDjMaXpBORFa1RZwBU59LxgZNU60PNLuF0dhfp8ECqUtxA1667ntB8LXg/Whdx68oKIlHu1zrqBfnoNe7GEmeawX3zITum2gV1MYScZTJUBBJBx0HUPtfMMuqZlUZiy4PHQGuQcbMlqnyCCLRTIOGTrFrRllK/5sbewu5ejXZIvSnf4+mw7e0rBLirYMkN7mkN1DI3rG3g0qwFNpwzDniz5N0TollWA74vrVUyYFgndxYwXhbVB3RFaM+dWEKtJBVIi8OH57Z6i4DrLTmJRwM0nnIwpikxezhbO8UbZdbBJdERocU4pnrgJx56IomiF1iES4OCADefTOcRNLKVxDRatGB4iDGANXFtHSqSUfRDusGzM8rtB3oUFpCaLApDWQJPrIN3nSKQ+GOpJcn1sePy7HdVkEhqnHD5A2ECcX7B7G/uYGpMii2l7gsG0H408ZMwMrtF3o7pdpH9xtJ32+3roGhhvr3bQ9u43QMxctLzuMpzHh1HyHo4pCR6McI4/Gxs5f1Cn4UD7Qh250LZknO6676cxtv6AbdqrK3esOPKhZ6QR70N0s0NOkP984PTLek3RqvE8U9F4P9wmf7iJUdEl1Odjc+jAPfbm4J5zd8Col9+m9zn070MOw1Eje38tHESXZNw+zX2A/X1izxk74Pgf+m6yvvbuKdehNqVI/PiZ6b32fneHQzgIwsh7doffTRqQugttHf/uD+ScHHjueO+8a14det6n3T+POfGvus+ncfJfFQC5qw2f5rqrna96T0TDPcg5qDwPhinbPB3bW8bAmj7W+5Tg1R4wGx2voPQ6djqOBLVCAGLklO39dvw7A6+6O7Q3xAHlr7lB2+AVn50ZthnQSbslgC031dHBTFWnx0gq/Jo6GNhMlGrTfcq6wI6KXRv+PjjS5Pz4Hncm+fb7LKQwzraPdhEQAz7EwfbUaY3IfT90urvkPXrHP5RkkQCBvycAoO+RX9bovlxg9UWL29ICFqBOIV8Rpk80Zh9mcI1nuaWib6L0WuRMD5Y1c3kNNC1U10F79VO33QVmEGUZaOKFXMIY+HbVLaYfbZmObBzsxTLQhF1ZBOCIjGHwaL2B6jqoPIebT9CfTdE9WgAA8psW1XsvWb2164HtLtqBKgqTYVeHdVc9VawfUbdBg4Q6LmEBa1G8rGBKBZvmdh+4PtvOXtdDvfcYyjnkRZSIRZEDVQFlWeTAKWJOdM3lBVRvgdZCbVum/zkb6oHwJBaxBAVSKpYz2MQCy8HpAgDnREhzmLvRtqBbC8wSBb31JnKBiYCiCDVQnBtSDNO8iEFhS3FwRrls4XItAA1VljGK5WV907wo17RxgQE80b2y2kAJ0nL/YtKo8nVwfLtspOeES3w1if7cEb2K7R4hLq9wfmJtPT8OUmwV4GjOpIpKkVLKwivKjR2UYYTtSCQ9dXCOOaN3XQOnZISCOXvnYXvwPq/6nbQpdWTtH6y9R3PVUiP52P3vQmLGzgqAVzpDxxyyQ46ltGWMqIXvJUGL1HFO7rHX9wMG+V1S5kdzye66xigcMAw+HLpkraRjkygUHs6hOuCwHzD2nfWBEmpAmpX7GOE/4oQc+2zQx9F7PuTw/0Eca7nHsesutPyYoRvG4tA8Hd/zU6LCY+P+LkdygMIeacOx5xx6ZsoIONjWlLJ1YL59mv6mc1d+M3bCjjlg4/uMn/uq8+DT7p2HrmOBgvTzvaDJqK2v+juAg0XT/0CI3h3O5Ked/4f++1M8JwRX8xzKp8q4uuEAuHxH1I8lN1MpOBjEUi+J6E6KBKbnMYb7VQzYYbAnjgNgIVda6q1aFswTuuu4Jqf87vgY2ODEyfeCY9bHNTU+94Id8SloxvzdPCpQp0hjgppTTiChWaXInNBZMRy/OLe8s61pmOsq/x7EtA87fPx/nu1kfSmlA7nwg5+NHdhBYMhyu/z8CGW0xN5sWnaYcoXZUwOrM3zjv/pdKLJ47/YCH753D2Qz3H55jtPfaTntiYjLglQV+jcuYGY5+okGWSBfdcier1hB2gcoxAlUL6/htjvYxus8eIAk1LIui1AaRD+/CaJk7mzJ7S25jrWkNbjNNqgpWw++qK5DBkB1FjZT0BvOP0VVwGVcq9IsSjhFUE0PtaqZigoEyq2+XHPKVN1AjUquAYB6cYPZ1QqzV6zrz7az5xwb8YLcgJ0TgW/HSpk0n8GdLNDPcqjGQO18/RZSQ0rj7Zo9bNkgihx2kkMt574eSc8CLEQD5TKGp4knzMzny3U9/yaghIoRv74HvMRrqCEGIEiqezooAL6fh82ZNpk4Cp5HLgicMwZqOo1y6f53pHWY7NT7+h5SDycR2CDbwZl6wHkP+XvTWeSz27iR8peGeWPRETmOUMjGuIekEaITIwfPASM4fB9gsQi/AVGWs1PbeVXNJNJERF721gEuzR2JdMN9IQHa7xsd2OwOGQgHoouvciZfGfH9FAji2JiPX0vyYA45NQPkxx5GPA605ygycujfrzL6Djjg/J6OGOcDxGRYYy189y6jau89jtCeuwzypG7bMbGSvWe8wmmMTuoRFCO9/1HkJ0XSR21RifElxkWaWzlu+yCXNjHOjvVxjMq9CtkZ/PendPI+zT2PfS/9/rHxPLjGkrW9hx59Cif1VYGhY8jmse+k972rnwOjdHTfu+bpq65j/RlQ+I7sAXddhxzvVwW1jv02fU/H0NS7HKW77n8wEHfE8do7C44EGV51vTJA9ynu92nm4R5Syo6ZIgpieJC0DmEfJTTCUHYlpKbYgLwE9pJ8RzNKNqwRmY6hR49EqAgYOn45DQqBB1qgIpDaN3FTx2kgXKRo1AYCwJoLqeM4vFmC6oWg/IE8ZvkuHajlK5dQPtPfku+PSPUnpYkCEHBXqomKYxLeRWC8js6cpD/p84N9mZRLCsXibT/8vYxl2md3aD17e7nIuXYgEdB1LKg3m+D2SzOs31TYPXD49f/oRzF9Qjh7p8PXnu1AveV62cayRofkHlrLQf7GoGgMsqstAzy7mv0CAUm2dax5qIiLwPuULVcVwKT051xyhvpC9UyRNegv5mjuldjeOwc5QLcOs09aZKuGlepLFtpxHYv1UNNBNwBtG/YD6gY0qWDuLdGcl4ADpu9tgZsV7JpzB1H0IF/yyU1K2AcnUNs25AtSb+Ayjf7BEu1Jjm6mgB/uTyu5PtvOXp6BLs64ppt/4SrTzDnuetgte9cDOF0RTMkKQ04pRn+8OEuoI5V79MxHsWkD6M7nwMnCKssIRQPhu9CanbSr26BqRA0rF7n1JtIxixxUllz3oyp44nZ9qMVBZRHrchQ51HTCk8cXiGQRFo8Okq+dJtz5IOtuEWSYJZm59bxmIPKShZstRmZrhhue0Fgz7euTeGW1hvYN6zAe3nFKIl+HVNCOGdoRvcLehhk2H0HzjA0HBoCw8ZPWPhBgwqHEdZY02+hE0aFOm+Ac9vj8I8M+FIg/auC/wtgVA+zg2B0w/O+6l3OQnLRDUcVDBa6TP+47aoci0If6eJCK9ymMx1cYpmm7SdkwVmkR4kFE9dAzUmQkcX6PFpM+eI9jSE78fE/IAiPnea8dSTAj/CyOXTAoDs0l4ECEmv97gDTfhShJdHUvyHJgTaaBGqnrJt9tu5izN74OBUE+7XXMIH/Vb1Kk9tBv7kQ+xo7eoTF8hSN5F4J86N/y33cGEkbPvsuRuetKUILh81/hUI7//gdBXQ8FKsb3v+saBAyOBLeOOYDpc8YOXfr9cT7xp23r+Gza2wMPvNfxnDrkHAOvHttXOWp3PfNV95N7HviMspxtpbKEm00C+uB2w/qVA6RudOY46xiF8g5euIT9oyWQvL+n752V/v0765G2A+kRh86u4LRI30UvwAAEDTc+vsL8sfEMSuYlU0O1fy6ByA32xWFgdegECq1UvjOgRI4FwUQX4YCarpwJHIBLxksnZ8M4L3I8hsnnw9x8xDNJdCjEIfYB8DtzLoXymgIaYWwMqCdWoS8K2HtncDmruuY7C6cVzNxg8f0M5ZWDIBCOWAAlBCFdLFdEjQFKzcqbUm/Sq8M77R13n4MOwKfR9AHsobqFW6+9TamYEjqbon37Atltw86Wf77NCeWtBTkkZZEAd3MLWszZQTuZ+tJiFiRKmgIaKQWqexRXLCpDu4bXiChxVhVcVcCcz7mMXEZo7jOqnu16ZNc1YJj+aUqFvjqwxyfXZ9vZ83V93MkcUsHerTfsrBXFgMaIvoezFrTaItvO+eVkitU8PcomE9Nttr4wM6NhrmmB2xWC0pGfGM5apHlsaT4dTbJQX0uiCCLz7wBgB9CuHjhcTpBCzXQJOlnyy76YwxFB9Rb6MSDRHHHEWMaY4gYXaADWR3ayuEClrwBHtpwDgWKxZV/INlW65ATUHLbIeUM2LhiwpBEW90HHx0f0VCboADtRgdMPDGkIyQE1iEbLvfz/O0eDPDyl83B/56NNGE3+cBClydzq+AEzeOagf3sJCPtOxDFELHVWfZsC9RQHNtzY+Pj/h4zGA+0d9sMb+ceuASp54JA8RFc8Qn/8A6EDe+0Y/jYgoeJIZX7uijDPuP130WcC6pdGrWP0Mn4khsoRQ0npeMgdMIaPSeEf6h/3Ufo3FBmIqqTJnJADehyk+DTGLzB8x69yFlJjTaVF2DWAbWz7ob6miOOrHLZjzsUf5PfH0CTg1b8fOyaH0LpDyNCx+9/lLN2F1r6qzUcRozuCQOE7dwRtDl3jwNCxfsj9jzlnn+b9HbqOoY93OX7A3U6V/D39/NA7PvT+ju2PYwTs0LMPtX8wJuPgTtq3uwICn3JdHfv82O/Tv8u79c4D5TnMvGR1R68oOD7DhuMT94bBGTlKTyHlz/Tws+HeepQRMwpuur4/uC+T8s5Bno9+njBdnB3k8yU6mUeDgpQ4HHIeHRSX2wtiH5oTNvb1WDB45Ejv2QvJGTS0q5KxDPZUFNg6aHccmj/WwbkDzry0XTQbRu11QGRMic0Kfl9kDND3UOstYCzUpMT2x6bYfK7Hl7/6GC/fmOL62+dYvm/w9GeXMBOADHD+3RLV4zXw/CXn4PU99JOXHpxQMOdL2GkFZQzczS0HBRZz2PM5nFbIPn4JZzYBMCCw+CHKEkoKsE8rmHmFzesFZg7IGwO13SC7zlABgFfdVK0vVdb0rILfG9B6B2Us3KTg8hdT71A6QN3uQB33Wa23vNas4zIMes7lRgBQb0CdDffXVeEdw1guI39yg/zpqwNon21nTymYiwXasxL9RCHbWZRPN17q14XiijAGeHHJE6/tkL/ccF2WXENVJdBrrlshkYeqjL/zRRVRlszpNTYoaRIRXFn6um8UNmbXtHCXV4zeTSYcCSty6CwZbi/SEhDFrg0qR2o+g5tP0b55im6eoVkqViBa9dDGAFkGNanYceo62NWKk0tD1MrvXn0fVTOBWDerKmOuX9fxAswy/p4iseOSfEBG9PqzCbpFhnahcWoM1HPF9UXGURvFgilSDy9cznoHzcVoU9i0fPQ5iUztI4E6cTLklv7Q6Pu9jUcSb1EUnJuJZPPlLxykNIBU4JFLbcMxn/7gdcggGm2Y4uiJg04AnO5ConD8eRJFHDtV4XmvMBjH6FBq6AS0zMW/H0I4vGMz7OanQCOOteWYsTtyKPcQzbFBNM67PLTXfRp0JHXQ7rrGKBfAUdl+1C55buJgDtpwyPg8ZIxDDuUh0renbPtpnYeDxuQRA3n838bA7moWKvaFXhnpO1wDca89e225w7n8tPc49ttD82gsSvPKe4mB9KpcySMO9hHDfRixH82bVzm5RxH9saOZzIm7HP80yDFG+o+gItIH/ve+yu4eRfSuYMJdayF5Xnq/wKY4tFZTtG3cz8H3PkUw5Jjjdeh9jAMN8r27HD1gnz3xqgDZqwICx9b8MYQ1RcJf8UxSUtSZtQtskYEmfu6pZF7IM5O5Mc5hllJGw2b6/V8C0in9chw4S+67v86TvTEdA7msw4D1lNDRg4M2zkdL6JMhpSME55I+2QQxtG64T0tTElaG88Ivw/Ynl7MITCI/74NQnopI/ZhZMjirE7bTwTrGbvhdbiMGjnjqBKZlqGQtxvvpQeD8EOXVtW0o96T8eJDUx3a+jjQRqCGcvVNj8rLA1W+/iauf7bH8+jXu/Wee4i3d4ZvPHqH7jy5gM4IrMuizU7bvjIVDB8oyFk4pNZdBaHKgZOEVl7OiaFA0zTLQxCN4KVXV1wwEALWucfYbG9B6y4y6xRxmUaJ+UKJZKujWobwyyNcZVGegJrFGNvUW6nYb2XTyqgrOB3TTKn7YG/6MKNa2rmtoY5lRl2fQ1+tQs1E1HVNYb9bA6QJuVuGu67Pt7BkD/fgSkxcZuoen4WPa1Kx86Zwve6BZjVMcuNWWzwRBujxFkYyNxdWFxpjnoNkUdl5xfQ0PCZOnVYbNw3lFTp8HR2XJCZ5VyfCsz5FjxJDrjoSSDNYxxLutgc2G/7s3KD66RqEUZpnmuh3GcT1AX8Q9lax1dcMIXAF+BlGQh2VxFl+iwdlYasJHE5xjYRNxQNTETxqBuLViSDpn2dfqqueC7kDcoI0ZKXB6ZNHFjY+IhsIkGG3SyZUaHCFRWXH9v8DP9wfDoKZf6ghKPgDAYy5Ip49UhvvI+0sc0HGdwGPOwKEoHsm9U0QmRO2STVCc6XCzoZHBG7Xc/3jtrLsO7SE6evigTRGjoaHi58uYqnsXWnHMWDtmdLnhYRX/maCjiUE1RpLuLEdw6Hl3fSdtwxEHLhymYhSEn72iHd4hvdMRORqJT8ZyjGCmRm6K1o2vO/s8dlYOtMM7fOl6vzPwcRcVGPh0zuCrEIiDnyfCBgMD9AgilLbxVcbv+NljFdLUSTywro/lteytP7nnp0Vp074cCi7s9fMVaPMxNOuQU5j+Zm9uju49Dj7d1Z+0DVI2ZZDPlIzTXXP7Tif/SHDhlU7+2Ek94FAdCuIcanM6JmPE9JAjP37m0TYeQF/H16ehecLPz7bjmsRKIbut2fC95QLQYW4Mzn9Zg8PzM5yReuwQ+jEXO0WCxxocBDcGUnohtCtxutLarHvrH9FZcV3PgVzJHfRsq/BcrYfjnuYWJu0fBEv8eS/2w7EAWOo87QWXhc6ZzIvYZv+74Eyqg07z3pXkUAZl1GSMY8krF1U3k3kz/u8UzRuolsqVMKYGzuChsWg7QJsgrBLEFX16TnZdY/fVCpc/bvFz3/g+7pVr5GTwc4vv4ycWH+Lf1j+DK3sfZCtMf7AL4kCqmoHpnC30jWJwYbWJeXt9zylZ3i+AZ9wRABQemNk1Ma0q4/QFc1ZBzSpQZ+B6A71qMOsMsouKkbrWYv1WCZsRstohXxvo2iK/qlllMwWDjIXbbjloKnZmnqF7eAI4cNH71hd4zzMYX1NP3Wz8ms1gpzlcrkC2AM0nXOah/E+zGqdjSXAigvZcWjgH2ux4EzIm1IOBeO1SQkF5NEuolERwiyknfp7NQ90Ld3PL0LJHyEAEms/YcRCnK40G5QVUVcFdnMJq4gBukQPWgvoJUDcBuiYiOKSqnpa/q4jbJQnQgoYBMcLk66xIIXcILVJ55clRZArO56plMTk5UBrF0TEmKn2KAmkrfGeN3f0czSmhPic82p6iECEZgKkc9f+Hu3+Pua1J88Og31Prtvd+L+c957v119M93dM9k56JPfZgY4PHJnGUiKDYsZElDCgQQFiBfxBSBHb8BxJCAtkKQYAQl0gIRaCgWMgIgkiMRYjt4JjYY4/tjGd6Lj09ffuu5/a+776utar446mn6qlatdbe5+u2k88lHZ13771WVa1adXl+z++5HKMdtfd/TBJ+zpkLZO8UwOQQCpujjRGhSJ6tqVUUU681IZ+OYRxDQngZD66eAlifRARzFsHU74y2thQFS5sKkskPfAYxxQOhwLwVQU4YlIL2OK8y9ykLAuWZoCr5e7gIIE0aT38v1aFAQdE08U1LCRhdUlcJlBaE4vBu5VwrmX/O9QnxfZCh2QNR1zNJbREeJ2UUAmCgpKL5ZyldU2BbAfVevFA0iXJ6yRxJ2nTTebZ07VzJ2cjwt1qHc/WcAwnn+nROSJ4DWqKcczN9z+uQvp5rK097oO9LFBXpepuk6dAlB5My/+fM6VBYQ8l7GeffmV6nudJi7p7S57z/S/PsTeZhiYW85LpSW/r+ZJLOKGvUfel+sDAvZpjZ8Ftof7k9aTMEaatrzvnV1KCuBe33ETToEPtzRSvMKDP5cxYYAastehSYS3KICpuk2hO2TMYoP0+CpQQQwV1wfTFwBjFHsu4T1B7oAZ6O0ElJoLcMyAkT7dnbxFoj3OASBXGqHEZ8d37/1WOp+zmJCColH4feJYnu5Z3kincddTxn9OP4ZoBb1yt9LJ77Ebw6x8oEt9uBrq9Aa06n1t473PxGhV/9mz+D7z4fsf7eFv+/r/weDCsDUwHvfHBE+9yzbV6Oc8OKmb22AT1480hj2GJt9LJ0PzCLOKTBDt3xyFFcByYuyFqQa+Ccg6kNp14YRgaDmxVcV6E6WgzrCqe3G5gBqE4W9c5i9cEOlSeH3G4PezrBPHvKpMnVCuZwYv/AV/eMJwBU90cGfyObbNqn12xNd1Wj3o1o+zH0t365Yz++tsbx3Q2q3YD6ccaH3pfPN9jzzpNuuwN9+DzkhrPj6Fkc40HOCDd4zZOAtZqdODHyALq+50z0gHIYNsAX34Nraw6b+uKRgVHFmx2Gke2FrQsMm5hgYhhhHo/srLles5+c1xoREdz1Bm7TwbU1zOtdmBRU13AjB1EJm473T9JasUnuFPHDGwaOTOnvDYFMJFiJOFR7gCdaNCM0t3OcwF3C4TYNb/BdhVc/aXD4Rw74L/2Ov4F/6+EP4B0H1K9eh82CgaoHnQMvqpAAHkjt9EuCaK5dTzZ62cj8fSM4bYUwd23LWrhTn/oP6OhRnskEwBu7sLG5uShFu/6gbdP9spnQUiolgVOXkvA9URj7zVc0p7OmkGdYi8lvFzAYS2ZIc8JuiVW4tE/5/er6eT/GLKmzbkMLn0oDCyDR0k6iFF7CGNgxZa7yvs0dcLrfg5vM9RzYRa2xbluvoZnNPSgKmrOAJjEVzoGik5DlVZqnEyMuzhsILAva2TjOKjTyuibAdIa5yMuigHxG4D9Xzq2JUltL4GDu2vyzWDkAKJqH5qat2mcZwCIDp5UgmTJq8nvp/nPm5/q7hPGiy95HaX4U965x+Z4fVVkCziUgLv2ce+6snkTxc4kCLr057eOFhf2/EOYADZYte44xPzDPMelPlYKjbP8OCrPcQsM/UwBr/vxL2DB5LiUT5WzZWTNkgGU2A9+fMeTfcyibIMZxsxF0Lo2xfNSBs7jhaZ8SE1Lv0jKm1wRZoOB2Mgs0BdCiELSmcF5SE8dGrsldOELAlXAG6EeP8ypnBbn+OroS+fQd7Fp1Ymu29Yrl18ctagB3j0fc/nqD/m4Fc7Ig53D1mw88//ZHZuv6PnhWEhFb1tkR1PfAJqY8I4Dl9WHw544B1iuIdR9Hymfw54aBZfSGTUwlFocEWkRVgbZ7VNs9qhc1Wi9j0+DlisZb7q07jorf1PybD3CIimCvOlDXgNYdW/Sdehj/PHAO2GxgHvZodkfUqw72usX+y7fonh9g7vdw3/0AtFnDNA1WL1tcUj7fYE9YL8m3JkJ7XSfUO6wDutrbghuOfuntcunm2rN07M/Hfm4n0GYDrFfYfu0O+7cqHO8I7/5CjebFDvTidfBxs6c+bMhUVXAe+bu+58nftMDaR9W57lB/CuDIqJ6sY5oY4JQIN9cMxkS7JAulZJYw2pj83DkO9hKGxYVNzI0sNBpvbw/jTRfCZswTX4KycHJ0w2Ph0zK4vofZnVCdgLob8N9566/i3/j6z6N7ucJb377i5JQ+0pBE7aPVClh7n7T9HugHWN/HWd+LbHNIf1Kbh6SbEJOyvo/mF/4QAHkgn4MObSZScbJ7SQYfB9Bmh0PW11w4KvQ31DNXzrAuqQlKxlYlF2Ya8UvaTvoRGYiJKSJSoD1pU9pRh1biA5j3JX8XJaGy8J0crpN34ez0OYuHtAUcpbkffX+cTlwrgOfcu6UFwUIDLd92WblRuGfyHNEHRGtuz71brWGdONKXrpuYfKWmUtFH0WtigeJhPwt2S4zGZ1EWLDFqc+zxJYqNuXrnWJ837cO5e0vAZknol9/mTD61gCU+eUrREYTLLCJizijze9QKiHQfLu7fusi8W2KP8/tK82YJnOTzKY+wKeWSyJtLZU658CYKhcK+MlE2XVg0S8tmeBmYPadkmK04W6vy2fp3WRnYtobpGuDUcN5gD460lUMSNVjAGDSTnJ2xJJE01bUJOMz2yAnj5IvhiJjat05MIHVahfSZzXTuzo1NZnET5rjIHcjOhFzRkp9dpKIi61dYGD/uQoyEKWsw9EcDWWEcs3Yn56hSSpNLAVrRZ88KaSJxFrLxVGd2AOrSNx9QUcsDAvREFnebFWxbAxXBvNrCfPISq+c+jdloOWhKxTI8nXqW/bT1mDfJdACwVQB3jOMtVnFQhIizVWCvjffVk4CGbhxD/ka0DYM5kfklf/cwwN1eh4jVkvDcXW/gjAHqEfS4A3Z7VC/8e2p8AJi3bgALVK+3TEAcT7DPX4DWK9Bmg+GdW7jaoDpZ0MGncqsMR/uX5OzHU8w7PVM+92DPnU5Myz655YU+WrjDAeSjb8JaFk7sCLq5hb3doH/KPmk0ODQfjcEWnSoD1B3wzjNG5sZg/f0tTL+GGWvYroJdN6iahm1uRRuhNJ206nz0yjpMqP69J8Getqor0N6mDptVFWh1zYQlbFZBoxWcfMlEc01VggNs0/AktA4YT3Hx+Xw3sNYHbfFCXdsEW3Y3jsw4DgPe/6tXePXxFX7+5b+Ip98kdPfe7NP3myQfoGf1wms6nSCO11qALW4WejOVQ0JtcJMoU+BFKSkUgiM5ELRGzrq4WOV6mRt5igX4A0SbbxQ2+AljVxKolw6QOWAmZl4Wlwu7JROtJX+qkuZdwIVo+GSOJYdTQVDPDrOJD6AuS0EJyEwY69K7mbShP+u6s+fMfS2Qs7X5+0uEglSQSfoizJfqZ6KRlpyOXtutgw3pZ59EppU+KkClBfDQTv6szhaYm1So0mbnk+BHBQDtrEtzQ+VrNi/nwE7B5DLpLwCq4rs5Z96bKsHU7/J1xm4V50qJPZsDeQvMy6S+0v35s8hczNk82Y+LCpesnqUxN2n+MCjwLub7JSYmfK4wvw4VAzEZ39IekAG80j1nTf3zMmdBMPdu878vMcu9pO051lmXzHJAElaLfzafNyiui/y9cH0FpnCuXKK0KJwNYR9bdXDXGxy+uEH7qkHdNqDHLTDE/STUoYBHnjQdRBPz9yQap5zzGaANZoNZf01rknQKThgwvZ94BS8RJa4boQ+FPWbq8+c/S5qq+GP0q4Os12zP9ddN9tukyQy4yl4+xt9c8nNhj9EAbtbFpGwNk1iLJIyibm9MQWkOZOdkIMtRPAng1F1EDFg2G3arGgZgfwA5B3OsYiqDa88ADmy1h+2O97PVit/nauXTALGrDokFHXk3nrpi/zyAXRCEFHCOTTK9tR/IR7d0PA/JmBDVH9ZyH71Cgqzj74aB5XYfCNFIeiKiQJRIWjeyDu5wYP9TgMmk8Qg8PKDa3bAVoTDldR365Q5HTsROHOyFHndwTY3ht/0ETncNxpb7073qUT2egE+mU0LK5xzseeF+s45RbQSFDyP7m+nceQCoH9F+/zXn5vMvEHXFCPwtRtBwDtXLLdx2BzOOWD/contxzeFSD0e+T7NutU46SZz34tkNu20NFuYwoNqdQIceePEK9njiSVnXIGNCklI3jAxcieAMOJ2AMZGplPwgbctnvZiqAjHypfERJOUAFwFaC2oNb6IEMJ3e+Fx/5LUvr+7DEDOY5UnefOtDvP3RGne/dss5S6yDfXINU7EZqM4jGIQIiZKZa6HA7y7IY3IQaYHTb0xhgzNZklRxnraOwyQbijKQ87nyJO2DX+ShX3IgiVmCKNIy7R9lWkOeY1BCmmbd5sFV2KzHZKdMr8sBiHqWicnbBCwKUKuD2UKi6cm08bE/iM8h84dU4vms/jAOymdh8l6lm46S9jjFiAn3AUhMRpwK8sOHs3o3cp3vn85x6cYRlAgBGTBLAI7S+Or0H37cS3migrAjTuRyWMlzhLVZBqd5MJdJ8eObBB7yaxdAasI9ExGtKBiXDnOwxjepw88b4oFITZ6FCa+qYHFQDJKjQWgGNqcgq8DgzQkJ+hmoIFwkY4G0HjUeE+Y0fDdjjlsyVQw3FvpbKqXrSuA2XFN4f16RZ2qed0kQiGRsFphb6zhEuKzrunDsq/UgSa9DN5yLAieWwfdZtg+Fd6EA5eQ6xZDnpSjszrDYS2ysKBYmCiHV16JiRffrUvZRKwxmFQWltZVbCGTnSH4eTfqgzpbSNTNnF/kw+ebmGvbZDfpnazx+scaVIZjTCNPUEWD5iJE6cTc3R9M9QvazqkJ0zch97PT5g/iM6rnJEJ9z2vdKn3FS16jYnVLdqr7JOZff41M7TedGZOPCGajPykyhnCgQQ7/H8Jn/53kySUGUWG94Fs0VlELq2UrPq/vDpZr0M1yrx0HPtdCnKch0Qw+qGy8fq7QXYo3lQR8Gy5Hd+55l9aYJMjHVHCGTupbdlcYRbrtldx1/JpGkK7t7wsxbU8N98pIZb+v43rrmhOnybEP0gQtuUADLFgLcAN4LfR7vEDV0HAPII2LZxm23fgg5RQkkKCCRD/TSsjw5jqANg1XYFdzuwPPk7pZ/G0a41w+MK9oGOPQ8RkQY33kC21YYrmq0L08cuOXhALduYbtlOPf5BnvWwj08wo0jR5D0gkr0wTLA1YYHW0w3nQM9bOG8WQLdXAVTSvP8PgIoOeyGAbTdc6jYI9vTkq8TnnINQK+uYO+uvbnmY6iDDqfwtyM/ackEihiNt7l1CrwB0d/MEIiU4Kc0tCKIsWZjiGCrqgAJdes8A2lUfjc/yd3hABwOwE5pq+qagYDzjqw+mAddrTG+fYOX39hg2BDggPWLFbpXN2geetQf3zNLeuqB7Y41GDKWpmZTUr/52f2hHJlTzIiCpi7VmoFMjOAEgOwY0kuIz57YhpurK7/IfV2HI+x2F1MyqKijMs4y9gGYDAPbUZ/6KOS0LajvU4Cq/BRKgqU8S8LsUJoE1o0L9+YaP+2srpsoBX7x94SqJKJpVXmH9DHVcob+jPE6JQBqB/YSYIIxvBELSxiAoY1gXB9KAuoo5mviuTM9aOKBSiFvZTI++rBXzxlCbYu/iO6/KgSwEiZz1A8KDP+3zUxpdF0TsxoF1nJgHP0qkDDNYYz0O5aDPdPSBmYgO+wTP8WCcJMIDBKlznjgZ9mfVXKABm3lOAJHy0K4CCzKqsA5x2tD+RsHrXp4PhWEQGv59Xt21oNdmXsufpcB20TRYDKheAKoEH1ToOas30OFhS2OuQL+oSRAnOcxf/bXS24pZIqE7F1Mnl8Xy/5F5PO66vxfiYCaCacc9ZnHT5SFNI7xXLE2KBhIRwYWJaHPhUVO+UKLUqswrnkJCh5VJr5DGqQUniG517oISEUpEhgfTMFOAURrs9Y8OnSiANN1GOU3m6352H+aB3wl5lEv6xJ4Vv2R73TI/fC8QDThLJlv6ve0pPwogmq/ttsG7uYK46bFsKowdoRhRRi7CsazHLP++IDq84xvmV5PWtk7ARNpsvFUiTT1s0vMP9VvZ4GeVuSH3wogKZx76vx3FgkomwFg2vqjCK60cjXelMy7EK07V/zOKZiUUmjW5xCABpyRuc8UIbkCURSi5F13wjlWxXpG68/kbK8hJjzMahW+d4cj6GoN3LbMePlc1RJ8D3XtZTIGenS1Aa3XbBIJgEYHc3PFcSNOJ5ZzrQO2O9DtNVxTw+32IXo+AAZWXcduV00N58ETDZYB2H4Pd+iBug9yuLnahJQkAgghZqCG4K5WsCuO+dE0NZM5w4jx2TXXfRg4pdGpBx530bLPWeB4hD0cQLs9y7HrFcgYVIcBzYevOXhkP3DcklXDwSUXyucb7Bnil1xVGN57AttwioL2ky07cPrQ/wD4/8rwgFytQx6LoJX39cGCX+r+EBw1w4G57qKv3/025uADWPA8HGA83Wo3HczuCLy6R7LUj8coRDc1Ty4fWMadTkGoToOJRIHQ+VQR2n+GAckQn0EO8PU6MiQmCn7i0wcbD0u33cNcrVn7IABpqL1/H09Adzhg/Orb+PT3jPh9v/PX8LWrT/Gt7dv49Vdv45MPn+Cn/xctRxjqe56YUMKUsANe4DHGH7Q2OsTyQW4ig+k/GxEYRIi5ewJ7zZFTzfYAennvDwgHHI6RPTp4H0G0cFdroK5gmiYKr0RwD4/RZFXmgnO8gCu1kRoCaSGwbaPgJwed2IBr4c4/n5TICEXgxLbiBEIT56soHdSmGIRvb4YqfpaBdVGmKTmDF/IGKkEvhM0GopM6qsAshyhjI+KmbCgNDqQUIwH8auElO1jdkDFTZBLgN2FoPOOnDyexpednT8eThC0HohAh78Aq02f/zPACKYmztnW8/mWNaNAm788HBQIQ8jeGMVRgIMx9/84mTJmMn7xfb3IMwGvUmzi+3s9Ws6PJPiFrQytFlOkySOZxLQ8Szfhk3lvP2mnQLuvB2mSMwx5kKIZGl/UNTM1xM5Y5CK4JE6qEQVlXmhEWwM6K7ATkxHUV68kF+7CeZszsApBK3rtXQgT5x4HIhfXk4IU9dY+pU0Fa3hFVhpm1CkEZEvoJpMBfv+PRBusFDrjFe1HSJ2P5sasKVHlhYxzZB0T5qMIYdn0AQp9CWzIPmkaBYAPAgMj4qNIumEzl/k+uH6brVz2/XscTFwX9Dg0QfIN8P/laSt9lplyb+L2JAJ+ZAoZgHFrWFSE/BxpiYSLXGEIIojFh8JeFrVlBPGdr/LMkIIYKyj1htjSzXWxWATBR3tpMSQAkDFQQ3r3ilx53qJ2DOW3w8OVbtl5aVahFKZaMywzY0F8NAloofTYPJKhN/ZUT0C0yy8T0OPVDKz6/tKH/9310eUoD9W6S80r2rJJyNmcHASQKqMK7nvQ1lILi1hXWi1jnAKnf/IKlRwLSsucrrqcSq5332w7JWTkLJq0LMR6SiPDWxnOlqVk2eyQmbPx9wpTR9RVfe+p5P6trlu8O7L9Ge05FhroC1WuWk49HPttPJ1Y+tg0/r8iXIlOvWtiu4Tx91oFGC9N3rCizMR0Z1Q1bFXYNXNdgvGphG4782bw8cMTN0wBqKqAhDLcrzhqwPQAjM4TUDwHIBjle5nXFfoS0WXviYeQgMQAkRyAAZj/HGUWTKp9vsIe46dcf33OUTPIJCZ1jatbb51I/MNvV+IlUVRwUZWDaVCJHwjrQyodv7XtOoC5FGKJ+YODnWm7LemrXcO48u6pxerpCddWg7mrQceBJef8QD+oQJOWYgh0gCpPKnEq0uaJtDUKAX/RBmNcCnIpUhFG0wuBAME0DsQkmEcS6ztPPUdvrLJtnsAbf4PSkxvX7j/hPPPkOfufqO/jP3va4/eIRv/j1L+Nf/Yt/DNffXTHD97BlR9P9PiSQFHPV3KTNXF9F2tvnHZwEIPDv1jU1xts1xnWD+oFD1brjMaXhRSBfdTEKKsDamcPR+2bWSYRUdJ55JEqijNlXr6fRrvRmq30FFCuVO0vLvU5YEENRy6+YsUSAkvyIdc3Ava5BdcXz8niKTCm8Jsw5SHoRI23IWLdN8Gd0xxPQi0Nv9N9JAtf0PZu6QoPHEYSKI0jJxng8RtO+C4qMn7mK5hTBSTuwOZgCmCo62Ac2SRhygNlpARwCUIR9VYdf4l+oNcpVFUCiO52Y2VN9cc6D3SqyWSwIjp5Zi9+5kYG03EOVD9eNMZpqApHF1+Z1ASxV0VxUWBZDwWxEUseEp9HzRhQ71vF77gde70AYG6oq0GYdlUaHAx/AkuBWm5spoMeKIwYIzjngcIq+lcdjUXOsmZdkj/OBFPgn9dy+naQP8i7zeeYsA4OKouWGUwyAF9atmO4qpo37ZoPwljMF5DzQrChh4P1L4zGUtC8i9Mpc4UHgd9+2ce6KtYcP8JWsndGPL5mQziaApKbm9b/qoqLBpxdKngHezH+14kADfsys9xEPe5ZELvZ9kvkl9Qpzba7WfC5cbbxvDFsB0KoLJn7yjsRqIoDJTKA1qy7Ofe/nleRPy8zaEr8r+X8cE+VpSZCf+Lb5tRCAiNrrHEb1TgV8l4V7AdSLfubSdymitOAP6fMhFagnfuDZs+cKvCKIKijOEt9Knepm5pmSfdErxOxbdzj82DUOz2rsvkBotg71dkivK5UZs8HEL1GYn4RBq1I5QYHuyTt3BYCZt59bDag+5QqBAHqUIoQqE1gXMjRl7K2D+Lsl6UkWwP3FPqnZ3h6VlVFRGx+HMAFr2mQ4689k351hZ0vALbCSSpGQpJRRYxCUoFXFssj1FTBaPmv3h0Qh5QQEAVExX3mLOLlO5Mi6htmsffBBw2nXtnvY7RbmyW1Q8BERsFpxZPyVjzz/8hUrKkX+PR55T7u9BjUVrKkjQWQMaNOBelag0e7A5pe9T6P2uAfsNXDV4fhWB9usYfoVmpcH2NoABiFpvFhUUT/6RO2eEawqxhZ+zyaAg7scDqCba4xv3eDw7gYwgDlaNI89qB9hVw1sazjV20L5fIO9kU346HrDdroAgyqhiYkCQKPtnqPhvBoYBAAIKResg9j2hgOq8wyXqUBXa9jrDR/U8sJeP/DEE+rZU8v2aoXhtkPVW1T7HuZhz5St7WDahv3h9oe4+Hxxo410shciAH84t1EI1H56IuiwxreKG5Mcqs4FE0d3OEaG8OHRtznGcLibDQt6khS+bZjlW6+jKeNo0d4P2H73Bv+Hv/lPw5wAcsD+53Z4crPD1d7yBPbha8PCXK9ATQO37oKZpzud2H7ZmwhJQBcNdtx+DzHdMVdr7suaF1w9Ok5wWVegZ3cBrFPrWBPScnund69xelJjbAndywHdp3u4weL07hVef72FrQGyQPvg8OK3EU7v9TDdCLttUN9XuP11oLt36F6NaO5PoN6CTkMUykef13F/AB63UfjSG7CYHgVzNc+w+QVNYgbgzQfFFjywMc6F3IzONd5EdRMD0QQfTZuy1J2yT/cCut70NbgIIMnPOdc0IDOGuojIBx9q2d6cKNi7i8ZfBNWwQScTXAnKxjtPewUCBm+CO4yB+YYHrsEXta6jubTY6XctJAlryD8phxvAc8rXJWwUspQl7ITdwD65YkXI6GD8u0nMdG1q6srPWINuWvYpqCpmkqkGdd6B3NlwoAXz8gpRqwiEPSy8A2EgrWcuhf2/uYJbdfGgeXhkH1lRauhDV5QEqxXQXvGhIWYsvk0AbBYjoHK9jkoWG4UIARiJiY28p2GIPrlkYLzZS6KwGJWpkjL/CWPomWQxI9Smp2E+e9NDIgJ1XTSHPJ2mQhmRz+cZGWQAUUGgzAoTxl0rAUSQU36hIO8LXfHf4be6jvtYUAxG83qqKgZLlQkKxLC+NTshfdDstRLuA9DbbLxiqQc1I5wxMK2wcD6Ixs0V+3C0NWuW9yfQaCPwl7ntQZCD4xxToogQZaPhNRWEMSUwO7GgUOPJ69MwSy7FOp4rnEAt3YOM98HWTEQAGkr5lFgOpCZ/Yr6cKOA8MxmUFvKcGtj6/cT1fTT1EmVCYJ59/RX7TCZCvRJgJ9YammlTbDynVRqjObligSeKjGxehyL79DjCDdNojEl9er/V1gbyDmRspW3ZQ7SiRZ7h1GPYVNi/YzD+zBb7hyvcfpvC3gsV3l+zY0V2iDuYnhEZSA8KA100YJszVVwANrOs1ASoeuDnnM9xnLK4olQJfv9zoC2Y+GYM/txzzNSRBKuyPngNuYzdGyNo1vWSQRJFN3/ekqKh1I+MlZR+JNcqIKr7K/8TueDrhn4IFiv2eEzZLGsZkMn4ehYwrBH/jqlhyxc3DMDxGGUMb51i7x94rxzHIL/Qs6cYn14BxqDaHwC7D8EFqetAqw523QaTSOpH9k395FWUrYQkeMqxK0KbAOrXezTf/oj3FYCVbldruHXLefo860gnT7ZsVmxpOIxw9w+gzSamOZHzqq5Yzj2OML2FbQzIAtXrPVvSvXOL9tWe2cyF8vkGe00N995bsOsGtjYcCOV4Al4zmKFVF1gqDGPQXruHR9Zq31z74CXWO4N6wUU2WfK54/oB5uV9FJicjSyYmoBuGGC+d0T7A78IuxZus+L8fIMS4gEfSMMlglGabyWayQSNgN6kK+8EKsKQHCJAEI60k71opt1oOXBNMHU8hvpEe061P4CHge2P5fAnAg0O3acV6h1geoBG4NmTLf7Il/8u/vf/uX8Mt9+8wdNfWwH2HZADaLAwg4MzhGFT4f4rNXo2q8bmQ4fNJwM2377n8asN7KblA6O3MA87Bo51BXt3hXHDts/3P95i9z5hWDtc/QB4++/sYY4DnCHYdY3TTYNxRThdGxzeIvQ3gDMOmw9a3KwqfPy7a5x+co9//nf8JTyrt+hMj5YGPIxrvBiu8O99+nX8rmffxe+9+hYe7Apb2+FxXGFnW/S2Qu8q/5ocGhrxKw/v4fuPT/Dhd78COhiYo0F19FjNEUAOrgLGzsHVgKsdXCObPYDaAQ6AJXQf1Kh3hOYRsDW8OSWPMw1AvXe4+mjA+gdb1ia1DcbbFcb1F2BOFs0PXsI97qLmS5QYT25YIVL7DXkYQV3L2vi+T/zzIuiwQaPqAJBtuT4xfwZAXRsd5A1B/ELlO3c6BcWFkzQlxjAT6RUNAk4kwJFmvp0XEMlZOOuF5/WKwbwh1qztj7APj3HeKwEsrIOqYgGvrjgViAenzrnIjhEx0XQ8xghfyoyW9xNmWYf3n2K4bgECzHFEdRxRPX/gzb9t0D9dw9Vs0nF8Wgc/F1fxu7z7tQNotCDrWGHQcyJVEbLtqsawaeEqDoTg8x3g8E6Hen+D5tUtqlc77vNKgKMDHY5hHHGMiq+gqALgnj2BXTcYbjo+yI4Dqk/vI3vuYhoWmRMyTs7nQQpD1nVReF5F5UIIOOX3VRpHNvPzgD0wSerQ1gw+nOMDcBjYt0Lt+QQAtgZ1XZhzGIYgeISgSt5UPTDrXqvMvzlQX8U9VvsmagHM59QMINEr9VzXROWB98OobqJyJCgfexU8AgJGPRDvWlSj5TrkYDcmKhxH/85EmVBXfI5oJhHge6+vvMUKz3faHkD7TLj1Qomcc8avI+37zWflEMGCjOup52vJpO85mAG74OsdLCcEaB0aVsIej/FMsi6wlcFKQBSEEulOBD/PShtRfvjifOh1expBjWdatY+gZ+ep8mbyXmkp4dnRrqNiSL4T1tOzM0luMA3OldlcbI+/M22TKjyaJs57eKE1M4HluamYC9mztPmyt84RZh3OxcBUWvHrfZWDKbVaA8XgUr59iWIZfGzrGvT0CYb3n+Lj332NVz874J0vf4L/wU/9Bfyp7/1z/A69tVDuQjCJTDnDYE18foXpTswg9ZrMTGUFiAVwE+8p+e4Wg6Lk5sjjCO13F8YXCEAjD5ii25iU8OxVrL9gmjvxx5xh06QOcqzYihYrWUTlUn/8+ToZt3MMozf/hTLBlmfOzVZz8JwwpdbC7g+RuZO9Q96PV9ag6+KcOBzC+Y07ZutoGDnP3uHASjbZV7yiR+RrX2k06T+eUH06hn0c6xVH0QSi644Fn6UCVD1p5A7s+kUA0PF426sOtq1guwrVfoDZnXwAF7F2OTHA8wo79n0+wd3bqMwVBWUTrdDcfs8yyPEIunvizxrC6gcPLLv1A/sVNjXq734C+DQMS+XzDfYc2HfJf7SbBsOTt1Fve9C+B716CEnE3ZMb4Ja13HI449R7bbw/fL1A7ACYhy3c7uAZLh5UIuLDYrcHHY9s5iWHi9803JHNyejpnX8ZFVx3xRrW148eSFIwpyA7Bu2aRFoDgOCTYB1sf0yDLfiize4Sc6sSvS/Ch7AjQMo+1TXT3IYPexaM6xD9iM1+Tqhf73H9vRXqvUN9dGhfD/juf2aNn+g+wV/6Q/8zrP4woQHh4CwODnhwNf7S9ht4GFewIPzezW/grtrh2/3b+KX9l/Ab23fwtz74MdxuDvjK7af4xvVHAICX/Qbf2T7DYayxqg74/kONV/cV6Nstbn72Of7rP/EL+Nd/4/dgS0/x7JcNPvj5W4wdUB15XgCAq4D+2sF2QHUA+ivC9gsV2tdA/bfX+L/83T+Iqx9YVEe+oXvN7F377Y/wd5/8JH7xyc9i//4aw9qg3xBONwTbALblf2PrMDyxqJ8dcHe7w9e+9hEaM6I2FnftHo0ZYeDQO4OTrfHYd+jHCoMzsGK+5gjHsUJjLLp6wDd+7mPcNTs8q7foXYXRGVgQnlR7vFPf4x9ffxd//fgu/trjT+J+WMOQxbrq8Zvbt/Brz9/B/hd/DJsPHbrXDpuPepjBAhbob2rs3mUTnPa1w+YTi9u/95J9GPuemYLbG7h1B7tpedPaHXzkWS8QbCQMsjC9Y5rAPi7LYFIZWCc/h2i9jlp1DwhDrkvtX6TNXUXA9D5s9mqN8bbDw1fWIAc0W4urX92A7h95k5RN24MMeAAmQR3o5obn8/HIa6WqcPzCNawP3LGxFvTyHvbFSxZ4vCBGVxu4dYfh6RV+849dY/3Tr/BPffmbeNVv8Lpf4fnhCrXp0VV7/J4nv4wf757jZ1ffxdfqHSoi/Ep/ha/Wj1gR4S/ufhyvxg12tsVv7d/Gt7fP8K1P38L+xRq0GvFzX/0u3lk94rvbp/jBn/8qL9cVcPtPfoh3r+7xVrfFy9MGrRnxrN2iMwP2Y4vv7e7wndd3uH/YoPnVNVafAqsXFs3uLX43hnD/4xX27zms/tFXePzOLbpPKzz95g1Wz3u0r0+oPngRgJd7eIxgx4ejpq7j3JqesXTHIyuQwgTwe5Dyxwh7kBzgWvAXnwyZYwYMaqRdMW8eR7hDnCeRrROLjCoqETwbLCargc3aHzyrbFigEJ9LYY6J4nMpkOaOp8Rsi1YrH1GZ2+TncdFMySffDeBV5psHDu54igLWCH4maSz3U/Lm9jj1cI6D6UQrEOPXhZ/b+2NUPt5cYXx6hdOzFRw9Q3vfo/n+i8BA0qoLrDqcg7u7Qf90zYLLbkD9asf5ojzoFv9t+D4E5YqAA9RAbVhYq/2Z1MekxGISCDIhVY4u1DZwMo1E6BFlzDiyKa6YWrUeQFELAwaK9nTiyH+rjtetZ1QlJ64DWEPp/yatKBV/oaaGGy2zpbJ/ecDl9ntgBGvq/fzWFgMkDL2hqHBQz8w+0mqP8ya/qWuGkgEEhAj4MVH5EpnJmL8WGNl6yNcTWJVxROV9nFCZ4KaQgHbtgiAm3wDGd57g5U9fYfPPfog/9RP/H/ynVt/FD8YNXO0A4rpDUAkt8BdMXVPgpcCI9QGIvL81v4PINAZzU+1fKOMSqldWJRrcZmDGDRFkJZF3S6XItGUyWALW1DMLmBOQkbGDcs0kGJD6+1wk2JAqYYbBDH0TU2JR3GomvdR2ycw1B4UFE/1SSdhvr7wwStkwjcDtlRtiDu9dIlBVoLWvo65g2wbG56QGEK2O2iYwfXR7w+vSOk6VNnIUz6DUEhKlVrIxEIAo+9Sxck1M5mGIlZinR97bPnCovaLTBasqTxhJzkivrENgX613FauYEPIWSs45DuYoe6s/w9zjFnh4ZMWwN1l1XTS7x3rFQWy8xd5coWKSyc9JedK8637+C/9lNsO6WsM1Feyq5kPq2AezkWDWWVec40M2ZQB48YoPMdlARbOtQZQc/LKA5SAD4uIXW2Nv0ukOR9BmDXfLEYHocIJ9fR/N0kT4UAEQAMToQm0bf0/MxzITjGBGAYjzaIiaBkwWsbMOZr2KTrCSDwSIufZUgla6veH+iZb+5grHLz+FGS0zGp8+4NPf/wU8fJUwdg7dS8LquYNRQ7z9McLpzmH80gHmeyt0Lwm337Z4/jsI7utbfO3d5/jg/hb3n1xj/VsNaARcDQxrh+HKYfVjj/iDX/l1/O7rb+Om2uMvvvzt+BsffhnbX36K9QeEJ7814Ae/v0K9I3z539mjfn3EuGnwwR+44hQWPfDFv/zACoBx5AUlLMd2H7XXsikHe3GTvJ/gIymmNMYwQyz+hn0fcxoCCHlWhF0miuYLeSCatoFrG7h1y5p/59hcVID7usVw3eL5z67RXxOGNTxzCJADjr99hy+/8xL/zPv/IY62wegMbqoDntWPuDEHHFyDV+MGn/Y32FRH3Bj+7d968Tvw7Ydn+P6nd7jaHPFkfcBvf/oBfu3+HXznxVMMv3EN44eDLNDcE+5+Y0TzMKA6WtQPR1ZoeFOT47MOu3drHN5iFgsWGDsG3q52gCM449A/tXDr0ZvM1mhe1Lj6HuHZLx9R79i0evvlDU43Bsc7rtu2wOM3TvjCF1/i59/9Tfzs1fcAAA/jGv/Lv/1PYHzRgU6Eekuod4S737DYvWNwfAYWJkb+V++BYQ0c3rWwNwO62yP+qZ/4VezHBh8dbvDN/+CrqLeEystQruK24YBh41B/7RH/3Df+Ot6uH/Bn//IfAp0INBLsyoIsgXpC99yg3gHta4f6wP82HxxxeKfF8bbC/p0oJOy+aLH6iQf8iW/8f1HB4Zu7L+Av/NrP4Hd++Xv4R64/xrvtPRoaYZ3Bv//qa/ib3/8S7LeuWSk1AuZIIMfKh9O7A776tY/xs09/gLeayMBVFA/jhkYcbIP7YYWnzQ4bc8Kz+hG/uP1xfOvxbfzSd9+H3dYwuwqrTwzMwOM2tjwHVs8dunuHZjuie34EDRYYHVxXwexOMC8fg0JAAk8BgBEmTgS/ug5mtLKnjU+vYFcNhnWF7uMtzP0O7sWryPwmvhxxvWohOJjcirDrXFRySXJtYSIaf2iK+bSYBwdBVNUlzFZlgibVXa2CeQ6ev4rCfdhATWCEAbDQIKbK2vzYCz4J06HM3+F8rqbMRcHVBq6tcXzWYVwbDCuDseH94cXv7fGzP/U9/Ikv/mW0NOIvP3wD/9df/504frQBDQS7GUGthWlHPLnZ4RvPPsE3rj/CX3/5Ffzyd7+A1d9bY1wBrmKLhNtfBzafjth8fw8MljXYzoF2R1YMbbegJ7fov/gMx7c7uAowR4dxzX3qN4T20aJ5tFh9smcF6JGjXYczTs7VroW73rDVTst5t2iwMPt4Xo1P1jwe/uwjxxYk+/dW2L9l8OobgF1ZuMah/aRCdSBUR1aagABzAq4+cOjuRwwrAzM4mN6BLNgq5JkBjQ7NFrj9zgH9pgYMUO9GVPuB3zt4jxPm3LU1husWh7cb2JpQnRyaxxE0OJzuvFBpHbpPT8zojxbjpgEIoMGhvj/wvm8MP3tXw7YGNPD7P902IAeYk0V1ZJcJGh2/Dx+8gue293safSh3H47eblr+bRw5FZRl6wJnyCu1qyTYw/Pf/QwvfjvwP/yjfw7//v1P4pdfv4ff/KUv4t2/Djz7hedwv/V9NoGVuevLJHhKgUFK0tso1xVYC6tltEtAyUxbkenK5DUgAjFdXOZ/vsCuJc+R1RH6o5X0GRgsBm2ZYwf1PbqNpT4GhalJwHPxvgxE56mHQvov/Xv+rFJH7heomEzTNqzc8HtpCMAFKIWSAuom81P3FnVus+K5O3BwQR0R3/n0aLTZRAXewPuypGCDc7AvXyUm4kGJ5IkaSK7sYQTuH1MrhmD+KmkfWqW8szFGQhd9msXiyp28/FlVDPokeqcPKAgygB05B+HNBsPdGnCA6UeY1zu2ZHrxks3lhZTx6Sn+7W/9K7/gnPtPFmbP5x3sveN+39t/nIHRyoeJ9vRmWNQe4OliXt5HMzExEVIAyp161g62DTMRvrj7B/afubthHwgBQRLJTnKCtNEed7zu0N+2qHqL5sMH4MVrNhMDkk0ghL8v2dMDSbLISdQeIN4HpPnVfP1Be+Jtk4NfzHYXbe09c5Lk7Lu5DpppnHq46w1OP3bH7Omxh3nxEJjP8dkVXGXgCGi/9wI4HOH6HuNPfQmnuw6HZxWqo0Oztdj88odwmxWsf2/mcc8LSvuyjCPQNDBvPcXha+9g916D+6+y8Gl64HQL2M5h7FjLuPm+wZf//PdYG7Rqsf3G2xhX/Jy3v/SC3xXATrHed0bMdkMydq3xcZxaA3aMjrPBX8Jrf0QrC0TTW7URTkxStBmJnwPB9EgrFZAeIka01Zt1fM8+Vw21LeyzGwZdtcFw1WBcGRzuKtx/1eDwhRGucVh9WOP6txyGNeF0B+y+0oM6i6odcX11wGmo0PcVhudrVE+PeO/ZPX7X29/FbX3Axpzw81e/hoYGPB+v8Vund/B6XOP1sEZDIzoz4KY64L3mNX6sfukBZo1XdoPnwzV2tsOnww16V2E3tvi1h3fx4rDBvm/wM299iJ+7+R7+6etfwl/b/wRejxv0rsJX2k/xrHrE15uXOLgKz+0a/9sP/gn81sNTfPLyBu0vXqG/dWh+5h4//vQlbtsDrqoT/vG7X8HX249xRT1GEHpX4a/vv4aNOeILzSvcmR0+HO7wVx9+Er/0+n18/HiNlx/fwKxGrDcn/Fd/6j/Ae81r3FU7nFyFg23wYNewzmBnW3z/eIf/56/+NlS/scZP/Pl7mEe2l3c+4atswG4YmBlTRfJrAkASFOb2Gv0713C1gTmOaD54ie3PvIfduzUevsJmve2Dw+1v9eg+2oJ+8Kk3K1fmRfDa8dsbuKs1+ndvMHYGtjUItBEBzhBMb9G+PKK/69BfVXh8v8Lrnx5x9eUHXK+OeGu9w/vre/z+J7+Gu2qHO7PDjTmg8hX9neOP4TeP7+Jvv/4x1MaiJovBGXzz03fx8FtPQCNQHQirTwntg4M5AWZ0GBtWAtga6G8Jx6cO6595hSfrAzbNCatqwGGs8dHDDe6/dYfuhQENwOoFs9X13rK5ds2MLgvoFnD8XKe72h+MDlffegW7bjBetxgbg3FVob82GFYE0zusPx3QPPQg67D/wopDZRMwtsTjREB/TbANYWyB/hYYV47Nx3/8Hl++e4Xr5oj/8MP3cfzeNZ78CgXz7eMzgq34b2d43Gnkd9hsXVCgOAP0Gx4TZ+DHifs/rNma4P7njnj29gO+8uQl2mpEawZ0htec8SD+3fYBT6o9vtJ+gnerBzQ04l9/8Z/GX/nw6/jkO09ZKXQ14N137vHu1SNqGrHtO7w8rHHoa/R9jcNDB9pX2Lz/iJ9+5yP8kXd+EQBwZU54p77Ht07v4qP+CX51+x5q78/78rTBt18/w/OX18CnHezKon16wO/+0ndxVZ/wwf4WP7Z5hbeaLb6++hj/61//x/D6m8/QPTdwNSsonn7TwdaE7fuE3VcGNHcHfPHZPe66PW7bPd7rHnC0NbZDh9f9CrWxaM2AZ+0O19URT+pdWF8rGvDl9jmeVY/49x6/ge8dn+J7uzv83qffxrvNPb7afIKd67ChI36ue4UfDDVe2TVGEEZn0KNCBYeNOeIds8ODa/BgV/h+/xS9q3FwDT443WE/NjjaBr0zGGyF3of2bLylxc9c/QA3Zo+WRhwcC5jPqkf0rkbvKnw4PEHvKlhn0NCI3lX4tL/Gi9MVjpb3h7tmj9t6j3fbe1RwMGSxoh4jDI62wYN3LXjRX+FxaGGdwV2zhwWhtxUehg7WEawjHEbuQ2sGbOoehixenTb47qs7HE4NfurdT3BdH3FVn8Kcss7g526+g6+3H+MPrF7jd/2V/xa6X7jCF/7aDvXDEeZhD/vRJ9H8tgDoch/ZUhoCMTmVs9SN3o95KQBNDpKy32fNODWoEcbLt3kuoukkGmfedoGtzoHPJE1KbCAxf01Aqjctz9M0nPX70+C3IFMU+yXPkbctcssCGC6l0wjpTZQPGjU1W9dIGrD9IcqoOoCfsNeHQ2C5QrwA52LAqOMxKAODvAqwYnAYWIbzQM89e8L+eKMDfecHQc4UAEpdB3e9YdzQCNnjQEdv6ZQpIej2BvZ6heHpmpX0AyvAzf0u+hqKzLg/RB9uHzzLDUM03xeXMolQL/5615sQidP5vJY0jCFlXPjbGPyFb/7Zf0jBXv2O+33v/HHQeoXx6Q1QM9AwR69180BMMt4LyxcGp21Az19F7bPYs0sUT20nL6YaMhms9U7vCliJZq0yGN++hV01GLsKzf2R82k87uAetzHNgnb0z3JsJTmFQuh2GzUJYfGpROF+kZhVF7Q6OtiFFFqtQh3ueEx8CQEwkPTtmqd3CQByNxscvniD9vWJTf1evOab6hr2ic8d4hzw6ctgc2zefRvuao3hbs3v5jDAPH/Fi8C6NNKdBH7Q7GRVMSvQNqDVioF912K4XWFc1xiuKtia0N4PWP3qR8ywARwWd8XOtnRidhWHY/TZAkLuEg5J3scgBmEwlEZQs3HiG+aF9xBJ0/vJJQEY1IESfD1q5cehNaIaUIoAL0EHtAbJMxBOB15QIBVErNkSUzMx2bEWePk62cgBRLbCbxoQvxLPblM/4PTjz9BvagxXBqcr401ZyfudMQCvTsJiHbyvmfJJu9/yu6sr7r+3Z7fvPkX/bIP9Ow2GFYdEdwaojw7VyaF9NcDV3Kfu+YG1+8cTa/8lCuNgQacedP+I/ie+gNPTFv11hWY7onkc0H73JVxTw96uMVw1vCm/OsB4/97+y29hXNewjWGt+X5Ate/jZj+OHGK5qTCuak5meuhBP/gkMkJqn2AlgZ34yARNr3b4F+WMtcwCeQaKVh1c18A+vfZaTO+LdewjQ+StCSQcvqyX0I4c4KfIZpMP3ONOp2DSSGsOIS0RzSTAkWvrMMa2rWAbg+GqwuP7NY7PCI8/MYBGAkbC9Vde472bR/z41UscbY3ODHjWbrGpTmiITZqtCNWuwn5ssLctPtzf4OVxg08ernE61mi7Ab/9vQ+wrnq0ZsB1dcSPda/wxeYlNuYIC4OTq3BrDlhRjxtzCKB+aztcmSMqODy3V7gxB9yZAw6uwoNd4cPhDlvb4dbs8Y92H/C7dwafjDd4NW6wtR2bT8PAOoPX4xoP4woPwwr7MZq37ccGj32H33z+DF+6e42fufsQ77evg6D84ZGF+YZGXxehoZEVJ9URK4p7zOtxjd4rFW6qg1ee9NiNHSsXDnf4lZfv4pMXt8CHHTNUBwpMdXUCaACqo8P6uQU7hgHrj46otj2nANLnlWi764rNPmX+rjo2436ywbiqMa4rNPfMytquwquvr3B6QuivuH5XA6ef2uOdZw/4ybtPYciiMyPW1Qn/j7/3s8B9A1igfuSAAqd3BvzsT38Xf/TdX8TO8rPtbIuvdx/BwgQg+bpf4TA2+OYP3sP4aYfr36pgG2aWh2sHWH7m5oHZ9/ZBAACD66rnfWPzvR3MrgcdjnCbjt0uDEDHEa6rcPjCBrYmz/I5uIqCKbc5OVQni2FtYBv2tyUL2IpwfMrKBvbDRgDq2tJi/ZFDvee+OMPfNzvLbdSEfh0VCmQB2wCnW0J/DdjGgRzYQmEPdK+8/5CLygNbE8YOsC3hdMPvwhFQ73x/KqC/dbA1s7L2duCO9Qb1qxqucth8/TW+eHuP2/aAb376Lu4/vMHqwxr1I/env3EYrpkZRWPx9G80uPneiHo/ov1oC/PpS4wvXyXKzcB8mwgcJlErs8ImubxfJZFt1fkfTDpzQFUCcUAK9ErXarNSZGAOCObTpZL0LWcRk+bmGUCqquSeCSNZAo5Ze0us45zpZ37tbBJ23c/4ALPPWHwOIFqdSfFyk7m+YqWnoRgDQBKpW8uuUhKd3T8DVQbu5iqwWLQ7sIypXApQVTC3N3B3DMICIQHwuXy1Zus+kVGPR7YMWfkYHKsObrNii4mqYrmlH4DnL+MzSawOAO7pLexVh/62Y6UjENO/bfeJf3tg/NYr2Ltr2JYBJfUjzK4Hfuv70XfcKzxEFjc+/18IvujdHFAZDny4PwLHE/7tH/yv/iEFe+277uff/uMAwJMA4IAewmKJ+YIxHLgAAIgYiHmnyvYH96DtPjGxDEI04E16KKW5rWPBiIhNQrWNvQJFGEbW+D+5ZtR/6gEf6CWEmwe8M6na2LyAGPKPqA0TQMr+eYfzIODlzJGEWlepCYLZU9cFk9SQbkBvEMJ4aVBqDC82rTVpG9aaXK3hOk5rQaPP/WEt7PUKtmFhsX5kkIgPPuG2rAtOqiATAjq4wzFseKZtYnCMrmMmsa5iyozjMZoZnHrEcL3aeX5KwaOqonOv+K7JeiiYKSTmGPog8kUnHufpENuTwySJDij+OPkalPqVGUbwi+kikxjejS7OxbkrJmJ2DONBdc2aMu2TpAGsd2YOOQJ9OP0QTEFrN0cbIqaGg15CxIvPjdSrI9kCSQ64EHUx82cpCQF0tYGkFnC7ffTJkTDyKohDyOUjRUVsjG2PwRw3vCuVeiMoZQRsy/sRMCXjWAB2cJyOw6xXyfUhMJMC9SEoglqnwQdhs+K5PoxwDw9hbYa5pwPxyLz0Jt1xTilzFZWrT/YhAaKsUFCRQuV7sXIQpYjxETQlEqtzsHc3QEUeSPBcsrVhkAHEpK9ikkgs8NafPIR0Oa5h05fTu1dsKjc6DFcNDm81ON6yIqDdOrSvR2y/UMM2LMOODSsdunuHfk0Y14TDWwhKiOaBFRHViRnBYU24/wqzS6YHbr5j2Q/5YFEdLGxNPjiORXUYUb86AAZssjeOMehKZWCvOoxXDcbGwFUEVxPqHZvuaWWRq/h5eQzA4bIbQr0dQ6Cccd2EwD4AK86q/YDq+SPw8nWM+CkWGKIYuN6wIvPYwz1uYXe7iTIxrIHcZ1vWpKw1UfwRxUA6onkXiwfvf2beehY19GtWToybhgWfwcKcOI8UDGF4usGrn9pg9z6hfcVgqNlZ7N6pwru7/dYO1Ystp+7xykA4GxWSYc6rfVabfgHxLJR1HvzffW7Stg37Bqeh6SeWMSHYi0QW1WtJAgKNY2LaGyJ7Z2sw+PWJv6WwF6L4W6/juxQLErVu9To261VU4Oz3qWuBXK/uD1Fhr6+Ca4qTNBwStIuIWQsJduEtamiz9v1boX//KUzPe5pdNag/eQBevOLAWDI3EjATAV94T7kpYc5wZTLWpGgQlIG1WXZLK2sL7FjJ7DMxR8wBrHLbiX210ac4Z/y0v9xMMJQSSxi+z59FPYe+t3T/7O8LQVkuMb/Vdc+Op37HmsBoal5/770dz+MtW9e5dReIGffqdfS9l/3W2WjGuWpjjjphgUXJfX0F++QKj1+7hekduudH1J/cMx6QHNLS7uDP6SfXsJsW41XDFnjWcgTNwSvIPnke3A7su0/jXlGRUgCPPkaCRfVyywppz9i5uoK7Xsf3qEyl3aoGRofqxT1CUC4J1EUEJwr72rDJ/LGHe3jg87hrYW83wZT8L/zS/2QW7H3uA7Rgs4a93bDduwNH5Hy95RfU9wHkBSGnrmC2R5gHXpx07GOCZoBfzO11sF+3tWEmaucDvVQMdlgjOkY7W4DZiqdPMD67xv79TYi81748oX48gV4d4KwPA6s3bYmOSRSFYFlsIlhK6aMvYhKu1vtxUMXCWBKcJTjHCsDwC3gY4HoVWIFMXNxic9xGLUYQcPwCCWV/gN3tgZev+JAU/xpfquMtzKqFXTch8Mf48BAPZQl7rQ+NEGEK0Uk/HHIerMhGMlrY4y4CChG816sowOvoTyJYWxcBTF0DmzUMcZ69JDKcbDQypBQTcepN/ly4aDdEsONGIES5LJmC+Gd2pHJu+fdf0pAGllAiXBKxM7r4A+U+C8IYi4JDfIGCg7SN5g1AAHcYORy5NiPmDV7yuCmQkSkqdP42K2tOhE8NxMYRznHgDwekJiGnHkSeeW4bhOifMkckj1TupyE+WuRzTXplh5HnngjAvNma25tgoi3+W+50SsK7a7PjiYjigTONI79/f63Mx5BkGg46aiMABkT9CdjtYcXsvOR7ofqbzAu1lhJhSBQflK01Z+EGG6OTGsMaxYYPOWctcDrBSooR6zgghF/HdDhEhYoPwGJUDjiT5biTOYGuCxH9xOqge/4qjG2z26OpKtyKP7UX1DcyXs6GSK+cmsDvCY9bBqna1FrW+jji6eM2Zeh9cngdVMgeo5IwRgyt4v5IBPPJC9DxhLrXCgeVmFyUWS6mwkl8vdVerVV1QWniBZ6gmPB9cBLCXK73wcToaoNq1XllQx8AhA54BGdjICVh8OU3vd7EXL0yQN0xYNC+OzIXPACkyqBeddEP0SvSqK7R7K7x9qePPB79wGZJuwOeKBbF7fYh2EoS2EHmy0SBo/ZOmevWRYWmnx/8EOq8JQKqmEJH0niEusZTyLcZQHCulBpH0Mj5Bp0hr6CMgESUJJwDjMGe9DYow+S9WAdgLDL0+lrW9EegL2eDVpIljBXA+8rDIytXlNzgnkeLAqsBpaTs2R+CArWR3MJeGUWD3+vEBUUFPgGZaLKZ7z3aPDCLZklq9peYLRJQG+6pZgBf+n2wkgIQ0lPIWhalZpjn8TwBuIshrUEJlPk5ytFMASKXBMchecaSHyHiPEieWXwYq/gsHDlzRlaYA39ShzoH2K1kgeDRvnfZ93nfuQ/pZZwvUdXv+ng/4BWT1pMy/h1I/ryHbZhTQbHfNmmUyaaGs9YrJ45B6SL588Zn1+xKVBm0r/md2s7LF8Rz7/GnnuB4W2H1YsT6oz2q5w+wHfsG29rA3q7ZMlDLitdstYbKMAD0vnxmtLC3G5yecGRu2lrUP3jO/d6sMD69YvcaQ6gOA4NDCQQzWpjDEFKiua5lJdeB80aTT23j1i3GTYtxU6N5xYnjqalhNyufA5Bxj7gpzZXPN9ir+OAxrx5hPjyGBRo0ZxkTE1gKWWD9wJpyYZc8ch+vVqyhBkCHgSN+NjXn6hPm7vExmlSq4u4fUO0PuHq4Zgf+rooBDK7W7EQO1qBJfjVJhO58nrv4fIo1ypk9/tJrKaNpWDgs/CYsDrHimBoS8MphLEKnCCRe2A9JpZMIYywoBa1K6A+buDgZewCu34dNwVgH6loWQHyaC1qvA5jSztjkChsN/CF/YOE/JGlHFOhDCGgBXGRALQdgoMpwJCdvI+32Bw7ZrRgw8gpcRyYBejAGJA7Ouj9KiC13WLFY8h41O6hLskHLhl1gCAGomH1h7oWUGgNHZitt/KVDcZIgPm/P2cgCESUHU1LmHL2RCowAQm6iAJT6VGANdeRzXwChvDfVN6dMV3XKkcCS+XWRmNSagUOxq8BI0jbVdbDh5wBGozd/84JG00RBVo3XxEzHCyfudOJ5K1G/cksBaZdIKSVsnMt63DOmOMypcYREWguHtYTyzvxMfKfT96cFAnlf5N87uN64Llx8Rm1RIPNGgxlDAERwietGz7uQ4sIYNqvR2mERJvvBg3QD1wPOxUhsyTM8PETz54oFW7vbsfAvfh0SWVQlEg+5Cas2zpeTMunOx1qsCIA4t7wZEYQhlfclwrUX1BN2ylo1jhpsWEhUxdBv8dv2TG7whzLkTblPvN91PgDC4DXiZuTzx3HwETeegt9xEEqVkigAIG+pQFXlA984OAneJT7O/pylfgiKQa1slEiiDkdAWOnwkCnDE8KuV+yH7IQ1F99qeadQyi8ZY5LcijH8vBvinidmcyDDzyHKlYQ5yZgdgJ8FfSpLaNbGxPcc5p2+fxiAA0JAtBBQQZ5Hj4NzHFlWip5zcm0Q2m2oM+R5lMiFuRUKIpjVEXE55Y7a95RlEO/N/Ltze+DhgeWItkH15BZud4hRPasKQU0hgCIb10kJ7y8FDjFMfwRsMpdiDjk3U2/mN6j/Frli9PNag2MgBWPDwrkOpHuv5aiRc2ajzoP42brGMe51/h4ylO7Hqi+zaQ9KY6zPGAUuz5luhudbMp+9tJTMbMeRoyIfCE4z156MYP+6Fc+v7TZxkQhuDpWXywyz4fZxC9w/wDw8skvC9RqnZ3eA44BK1HPaBNQVNt/dYl0Z1J8+MOO2amG2B1SvBjSSukiY9uDOopQDH79ACGJ4ewM6DRzF+oFNKVnB1oNODdy7t7Ct8WAPnCvP9rBrtohxRKh/8IKJl+sN5/eua17HjV/f/Yj60wc0u0PANs5Z0MOWFSDGYPzSOzi+dQt8c/5VfL7B3uhte42Bu96wtkACrhiKWn4DFg7Xa7h1h/5tRummt6iaml/Qbs+arFMPs/KCXm0Y6NUGrmtghFatDejJNagfGImL1r8fgPfexuG9a867tT2hermF2+5CHwGEzVaiD5XC14cNT2vjxAxFGMDgy+f4WcmCUAcTMnIUo0N6bXYMIAG/4XozRtFgeNAkzqo8ziNc38MefAqIfsUbhh2jQBpCJtto/qXMAJzzTqXHU4xIJIBCa2AzswFuZwiaZzExpH5Ici5BGEUREGSzFOHRCywc8paDZ5ASSpxsBvJ+xDRD+w4CsU+lovsuCUaVCcgkobO0kQj+XjCWw8NZuD76bwKIArCJudA4abFhsCiHrRasEjt6r7lXkQBtLjhnB20CXusmCmfaTAWA613oY/IOpT9e0+dmtJEApmej4U02mDryl5Akydw9l7QJIFGclA7jyVskw8JAz3MjmO5oEzjPPKKqInsjrKE6sIPpZuXNGDVLBCSmlEmaCfFZGbL3Bw8SG94TSLT7ImQGk0t1Q0kA0XWFdZeFKpd36/cd6/eo6fsagRNYGOYfpsBxVrAYA7PNzXpGQD4rMzAiYr8nG02UQ1+DgG5DfcG8SDFUIjgLc4xxhFVM88QX2oNabW4cALVYI+QmafK+/JjJ3zqXXPAnFlNZxaSHPJLhmfk3uz8oljDmVs2DQfGN+3Rt5uw65JVrgIQ04Jc8h4TjNwMrOWUdKEuBhDXVe4i8f2kvjFW6z+h9jRUBMcVFOof4PNEAbsKW6JKbkknRDI1miRRrweyEYjjy+Txka0qfnQasZBEBebCJAjJ2b0apuSCIJyZzYl6YK+xE6ZvJFIlZvWeekj5YA2cHntcF5ZC4mrhTD7y+jwyNNm8MpukRXE0Cjch4hQfWz2vBuebkzCnvXRoch/qyvbIIgHJlq2LgSnNlKWCL3JPcnyjQKNRRMqUMOfVcSeFgQDn7VmACw0/aiisHVVoZJ/KjH98589HkfnVdLptNigJ2xUA8sg8qax7S1g6Vv8d4uVWUXF2nFJEsB5Org7IVTR1SLFHXQQKdDCvDGhIC2lULGkbQqUf10t8nhItE1x9GH2TRK5E9iQFrQ3RPt2qB6w3n2xNfw97n17vfwu33sK8fYJ7dAesV++T2FsY6mMdDVL5cdyBYmMMprodPX8B1PhCfT6nj1l4Gl3ESS7y6Bl2t4doGtm1A/YjukxioqlQ+32APPkVCx0yPI35RDuCDWvJbEEWAcTgCb10Dhv1Jqr33nzMEVGxu4ip2nGTnySPo0MMMbKLk2gZu04J2J39AiyBYAR2nfhhXBuPKoLUO5vnA5oTGRHMeX2TyB3PDTCAMfjbK5E0LJzjtEUw/ZbPxWnVh4XgzVhoK62L4WYA15pL4WPpTVdFp/+4WQAPqWk7c6zd59/AYNNrhcK5rUMday0p8HYCQdBmVAbkGzmvs46atQAHSjauUsJOAyDoqBg7woFJ8vdaroIV3pz4mxfUJs50X2MhQIrTkEZekb5NNccEOPwG6XoNO5pRcf07DlrQ/gsG7CIMCbIGU+Qnmr9VUw6vbzBm4Wvl05tpGQB3U/nslWIf+qD7k5h2pwOUgB3t4x1KXFmJ0GcVsN9Xou6yhxWhjeUJeXQRwZUULTQQEYKV9thKWQb3zxM9H/CLVOxGmUeYzgSLAkbaAyPwQRZNv6VvO0MgBSQSsUkGc5LAXZktYNWsnQaA44ESMLpvUm4GMVAB1XsFeECDmhASI8BPfpetPyV450RBnwl0pSp9mw5Nk21Ky+eMGH4lZmXwlwSVC34bJvqSBgMsFT8l9qpU1p13sb6lkayC0XgoOkf2tgZ5O6TMpsiZK7INi38krv/xApMyvtOf7qJNrh75rZY88s/5bJd12vbddKFgiTNe2aqck2Ou9VmNMDXw0cMjXfwFAsDJNNetZ+9KexeyUeoclhmbCQMn+rPZ5f/0kCmJ4Li+Uq37kwDCAZH2WJsoKdb4JsEjAoGdDnQPBK/tMHU1IM+Ve9El3vo9TJU38TOXvQ0czECXPIN3TgKkAuEKfjI3KyLzk74A4GbwGV0GRpsB/Wkfh/MiZ4gUFXL6fxDmcKWFkPQRFbMqOBiVKqSgAlwSJ0cxidi8ZAeEX9BmI7iqZMkJcLYIFg0/NA2+WT7VqdxxZThU5sh/YZeqtJ5yGatOg2vWg/Qn49EVIoeOGASHCdcV+3PVujFHzB1YoMQt+YLnWm4uibYBVmyqB5Yy+ueY0XY9bloN9sU+uMD5Z4fBOi+pwg3o7oPngFfvYW47MyfU4BoNXawxvXWO4qmFOFmZXAbdXfs7dsUw7jAC1IecxBguqOV4DbfdMTnlLNxotj9+pZ4XcQvl8gz0HTgbtOF8NrPXhyHny2kMmgPtAIs0HLxnFH0+w2y0koaq5e+IHuIM59jAPe3ZmfvYEp3dvQmSz6nufcPPORUdtb/pjfu272Hzb+7g8vcXx6+/i8UssdHWvLa6+RQw6sI8dMxVYevabgmicNAOjDtGgnQaiaZkwLGYETirog/V9rKMAE9Mt2NRETxbJMIQok06YCeuSACYhIaZ1zDYYb/54SjVcbhxB9TGasQjzJr9nWq/kgApnW2rL7hAF11DCO/BO8pXK++NsAEaEIfQ9ER4UQ+SGPt2o4Df6/BCkRm38lLJgqkg7gYHwm7jUOQkXrYscgH48SI+ZBF4REKHGMYy9i5stvEAt34tJJSCRW3PtYTXpX/JMSlDRybNZy6sOj+Q+Iw8xHaNcwFMCJ1er6nEKGGoWSC7QaTC0cJxrPgslCZiSBRkga715m6wDmwIeYSC0mZCYYSk/Ty0wa217MH8zlAIUyz4O1LZBURH2CX3Yi1a4opQBkv4H1sQG5kjGIokyN4JNmj1Dr9kpcg7ODtO5IX6bc4qMTJjL81wl4c+NYsEVO+Bkj6RpcIDQBrK1BkTzchG+/LxxLhXcwrsTwaWgrU6AXrLuLLRCIaz7EtPux2lah6q7BOoAxQR7RiWz/AjnUj42woKK76QxadRj35Zmayjf0yhVjKHvYYVZnmGdpuOSA47Mryf/O2exCgJqsZz5vagAkmtlzcp6kai/8lt4VqWo0gwbkJrsAsEKIQGWCiyxoI4IXrJ5IeOWnD/5s5bGIAeyCUtUTcdaj4P6nlo2MaOrqxi5WjPcCmjCKwRn+xQeTJ+xvj+T/aPA5s49cwaSk3sKILZ47uihGqZJy4OriWbGbbaGVf0T9lD1Kb82Cewil8IrDbQsoPYxoCq4mYyhr04sUZJ2M9NMdU5rqyx9HsVxnCpnQ935O1FKVDda5bPs17H41jY1UHE6Aow+JZpXGIQ8eypQCYhARx9pFwh+3BKpEwDWH59geov6xRZ49eADGRpIHAMAQfFP4yoCzlGtmaCwrdmSbRhAfc9teTet4arG8bYCXTuYJxXam7fRvu5hTiNsLfIOQKc1xww5Deg+9jkuDz2GtzkypzmNqF/aaGF2PMFYy5aIznlrQcYN1LXKCsUyCdVke1lWPt9gzxBoteJBX7GvBXUt3Ot7uMPgtbQmmMpYbzoYfHn8C+Xw4xVPsOMR1TBG4dEzhWawMLsjh4uHFx7EzM+XIMydejYHBdAOI+5er4HacLCXLYeJlX+hDS3Q1jVIHcT2pIQg4oh0IQjAagXarOCu1oBzHDjmxSu4/QEOzuf2MIHlIyI22VOOycEeWguCJ3bsNxKN1DH4JGESvAlkEI7kny9Jfjnrgo9UEEiGeMCnmnRhoHKQ4AUnr/F3AB8+2hxtHOHGqPF0u104lNnkzUa5IviBKc29XFs3Udgb07FXHZoeaOHQUgALAJl6ymQGvx0GYMKcmE6Z9/l3Ed5VmCNeQFD+NQEZE6WaZ2FMxvBFvNyzMABSc7rseeS+Ils3c3DrUj5UqvmDUD5bH7jE/2YL5jBwqY/FxNRJPUcw9Su1OY5AHcF78MPIx8Q/TwAqhtKx1YyCtCNAbqauwIRVVQxS4GwCUIIwpc0KvbAh2lzd1xCZNhMata/SxMewwGKH+oYhspkujYqX+A4CIKrjvNSMcom1Vf0L0UABpImAxW849pHHRykXdF9C1Q4BfE8Ao98rEMc+jAV55U32/kuCWAJyVIkBFvwzFkDgLMiLXxYF/2B2nQGg5B6o9yjKCSWcAvDKPlYCBaHVA9OJtn8O7PrnW2QspC8eZJJiHZ0y+dNzKJk3meItGZ98rFSfyn8rhUFWRwApQGCAkjVbYjH03uYo7FlLPk4JSw7EOSTKO9WGXtvJd0Bisl1kCqXPpNaxgFJd5B4Zp3A2KSWIDpix7lh+1ZYLSskS12hkeHLAlSgP9P5RUGC9cZmcVXGtBEUHEEwatawxa5qdVB8Ve/Hx4x7jrJn2P2ddwvE1oxQDCqbwShGo3Toylxl9T1iz2mpi5qycKBNKZ3Kpz7mCIJMDgrJR5J7G55q1I0ff9L7Iru+DJZZEr0XvrTIcgyB69YBqW3OwL2HBJCo5+ciV1oL6gXNBnwbQ49678vg5qtI0OD+srn/ks7XzQagAhBRUgPcb9snlRwuMJy/PXsP0Fs3OYv3RiVOLjTb0B0CITIzXDwCAqmm4L9YBzqH57pEthLo2EDBOUpoYQnu/jUTMumNLRrHUA4DKwG4ajFdK+VMon2uw55oa7sk1aH9kkCNUr45YBQTtNQv4LCDTZg26vfF+eif2q1uv+WWuuyBIk7Wgxz3qVw+p/45y8tVh1DlfR+fzd/Sgxx2Mc2xXLHmsWqaOJeCB9aZDIbFoOFwoTP5kg6p8csq3n2F8eoXj22u4mlAdLNqPOL8HjQqwVj6kO/GEp77jsfJgUwRDZ+LmbWqe+DqcdGL+6YVcZ6MNeFjgxkf8lE1AGBrFYOjrw8GYnY+50MkHldIEFrSj5APeBLZSnk+czUcOWsPzowoOr+wDGevT9u1FfxPNYvlnmWjlBViUWK5cWPbfJRtpJsClrEQ0EZrdfJ0D04FTJmKOpUvbV+aspVJiK0p9UO8JbkyFLemTHrdwWI/qWW1S70QI0s8y089Fs1mZr8EyJh2TCQjO2RVtvlZQArApzIKWl5TPj3/0RHMq86Q0P/S4iOAuazMDl4nwoMFXZtKXMGPhnsyMLFTpQZXMR8y8B319IkhoU8rZ21QFqm5tApa1O+uLInNSz9/cP4U/FOdNst+pd6ufKQjkORsl9cZO+utHTPzZ9BotmGxFMKCSMevrsmcLz2cl2I1CCwFwIzKRapwmbFyBtjnnTyQ5o7R5c25KmCulYj3+9wJYSC8szI2kkwXgpvsSP6Rt5+zY7P2F95T1143wZpHTtqaggKZ1+faLliT59dm5FOYqkK0VJciPaWRS3h/U534IDE00/47vJs6VAlgI5xAmv82aWBZKiemcME26XURZJZhZ56CoNG6TbqZtpHM+gsqJ2ePkyJtaJcTvxtLyStsLFkUZ0MqUN9Ln4p6v28z284mCC5j0NyneNWOyb2W+3hyPwCuZjAdpo42pk3T6M69gDOnPAJaRTj3L1yLfHY+BacOqhdt0sF3DQG+wrJxwfr2denab0v0eOVChO/WsIJVAWHKumwp0c+WjNNuQugQwOHxxg8NdheOdQb2v0b6wqH/wgtPQrFvY6w1wAKp+5HbFMq6pGej2g09jY9n0U/pUeWs/KZVh/7wbTipP/cg5d4eRLX6sA/XLCpLPNdgjP/nszZptYj3d68wJ5Czn5JLw8pKPY+AEilivYG/WMN6OmHP4+KAPj3vOYbM/sKmTL4GJ02Ya+gAwXmgVbapPXUDHHjicQPcuhJYOPjNkQE0MiGD3B4Sw+M4BTQPjI/SAOLJZMM26f0B16rF+OGB8dgVHBLtpUD17AuMTvwdKGmDgth+S0Om5Vh5AqJ+cBUK4+IwlEWfwvHhBl/2CfJ+9/19JyAn3AMUD3OVCs2ZUPPh2cuhIHSKE+0VrDOdAolMffZ6ERfAmUDoK4mSeyeatfzNV8vvkWZTwpFmCKeuUmaNpgBXGKAoQk9DGUleuOQ11eHCYaTT5Jwllj9SkMbRbTd+xdWXBs/RZ2i/+XQCJk77PhIHOm9CHiR7L0hyDPqBj5L44tlqAqKbvTYr1yZL71JwxaSt/f7nmXl3PAmV6QE8ArrC0IoiLyZKOsJZptZ1mjvN65Xpv+skBSiiym6MP+JLtUfwsNihPJkLeklZeopjNCd0lwTdnjBNGW8Z92uaEidbtqraLbESpP+Gr+F4n802u9+/aKcGraHaqwLz+fNbPJ1GizPvI5msi9wFbFOayuVpiuBIwV9xD8sf1bchaKLE++XPGBmb7Nrk27fh0X9brYdrJcj3ZmE/aU9YV+h1yGzN7ZTLHqTxuc+dm+DurK7tX+/XNlQk4SfYiEy2YJAWMD2Yn1kICXZPxnOzfVbymwJ4lbg052EQKQlgW8Bf4/WriW5Yrw4LiTgHbwpkT2szneXZtwq4BbDIp6yz4LFKwGsrZ3sTiADP7FRABRyajlQr7d/vbxES7AIAnZ2X8IfYlWysiQ6TuEeqdQo2bOrumjKGLgRRFdtNWHQD78klftBWdWLY0NafZaWqW35sarqvRP9v49AaE9rkF7Y7AR5+yJYTPY0tdx+zZ45bbsC6SLGK6aR2fhbWXm8S00jkGoKsO7nqDejui6QxOtw6PX6zRPKlwg7fRfPgK9MkrtIOFveowXLeo7YbbbSoM1w3MiU1Mqa4gqRxCxGuR1foB2O25H/2Aahh9kMkNcNOBRof69R7VJ69h8rQ0Wflcgz1YC3r96CPxeCQuLJb4o7UN+50NI0evaeqQt4NOPgKjc5xPSzZcMbNoWwaGqw5u3cE87BgsnPqQ3NodDgj5dwBv/6uiUQ417NNbbs/nBSE/wdC2SdAHJ3mewGYuElko5LgaBri9T0Ap9+wPoPsK9XYfhCDuU7SLzjca4wPCBEbSqYht4mdgbUjgG5hE8duRBXFAasqRaK9duiEp5qBkL87/q3e7IDCGqHlyuCnTjyQy1T4Cw0k+Gx/KPQqqM8L67MGfbaATU5txcmBMnuuMhi0+rzBbhbDJInS4ApAQdlMEP5kzMjdmBb2s75k5STx0ssNbC0NLQksJhM0JfRR9q4hcGo2vwLyUTC/zMUtMjGf6WopCqvsn0TJlfAMjEioovJNzzMCC6VdSyACwxeefXiddnmeV5Ht7KrQv66N3gJ4Teq0vCetJXTmYKAAcapTAp+osKTHm6p1rtzQ3J/N2ooIvKhyCEkDNpaIPmFw7w87MdnmWwS0860I9k7qQzoUyIJ5fi9NLy5H3ZsGzFKUsK7ZRAlPhmmwdhT2E0ntyBtfZDISfUSQVwVNp/MvrurjmSvfOvb8ZgDq9LDs/33CuLQJfqc9RjNjqBXS6bjkXqgJCMh/O1qmfKQExWb80K54wzGPxnsleoktmIlyco7liTX2n+y3fBzYyB8fCzs2sDxmjYJavz1g9X4HUd7uofFJWGHmC97COpmdv4mevS7ZeixYi6vscsGrz4jzVg84HLey2gDmqPeNmiIkaUSxKvkdJzWAd+8/tdgjMYF2DDKH94Dnw7jOc3r3CcNuhGX3+XXEzqus0N7Zvzx2PPvKnDyYo5XiEq2uOwNl4F5vrDXA8gR626H5rRPtBg6vf7DDcdRjWFR6+usZmU6N5fUT1wQu27MMKw1Mmpcxg0X685fHqGthNCxodzOstxwSwPrhk04DW8BFC2a+xf/8OY1exK1cNkHUYxw5VP3DwyYXyuQZ7rqkxvnMHc+xBrx+DXS3ahkdiVIu5a3lgVy32X7oKUXq6/dEHFmHkTpVP41BVwIajb6IyTJU23oFzs+YJ2PdeexIns7m9gbu7wfHHbmAbgq0JzeOIetujElZutByCW5mAJY6wHmwGM8vjKTJpOvk0wJoC5+BevQ6fqWuBruPJffLBSMR/UQWXkETaEiXJqY1cTBnFxBSGQMfj9EBV9cHFROh6s0nYuOKLLDBTmZAdzBdVPkBOYjv6NkSoivcFZsIagFTADn3A5KaWeb+WSiJsp/b7qbmFMvWaVLEshM+ZW54tuUA7qrYE/M2BC+XXVAK8JT8SrneZEVn8TT9Xrhn0rNdFWviJRr18zUX9BFKAMCeUojCHzFTo18JbwpLMPVuJ4ZmrM7tv8pseW33vkjICiGBAz/OzTIP+qsBuzIC+WTO4JaULUARoyfNoM2IAYm40ub80FjL/5tac6lvC/ucCeukZcnYnlIJSJO+rbn+uFN7T7F6nryv1y41w59ZK3ic99peWS9qYY/tC+2X2PPktB7oTU8gzCoTZvmXAfDL3SuWCcwbZ/Fq8PnuWuf7JV/kQZsoRHQ04qVOUq1qBGJq5BOj6OSm5foOLwvwt084XFCGZ0jhnEoOCNQCR8potM+rx2rNrCQtnLPh9hqTrhfZys+gJI5oXo1i3UImBnl+Ts7Fo6jw9H1lvaYBKFMjy/dTSJN/r9B7oxNJMxkWlpHLbLRM1XQe3WTGD1g+w9+zrRm0DenLLZE1Tg3YH4HiCffSyb1XBvPs2nLVoXuxB+xNbc61XMaXNqvOPZeFe38dAVN4flVZdIICcZ/Gkbg522AP3jwwIVx3skyv0dyvs32kwtpyqoX2wMMcR1I8MLE89qpeGre2amgOpSOqG3YF9/wwBLfviUWV8Xky/HuoK7vYa/TvX6J80gAOa7YBqN4B8IEkMY0znM1M+12CPTj2qDz7lD+sVXLOGWzWcz+LUs22tY3MjezqBanbsvNq+zYPaD3CvH2KQkrZhtQQRawCPJ+D5S6DrYFYdXNcADQPGShwkjad3JZCG0LRrA+cTs59ua4ydQWsItTEwuwP3TcwxtRmiFAUGyefIE+YPQGThVNoBqip+BoBZwMORfzM+75fSbLGf3hDvp2g6qlM9GLFvVn5xbhzTQBHhhfhNwlDRzEB8JkMEPCBuCnbUF06Ag5hDBQZSQJ6YWEpAhDHbvISV9DbSbhzL+ddK4DIrRW17wTQvMZuZqSvUMQNwEtCSm5AssRwANKs0q7lHpnVb1KRn4KEElkq+Jro/S0Vpt3OGc+LLdE4TWRLOZ8BdYp6bC0g54CaDYI6rtMLzpjcLQoDVfotZBQVzm6S+c0C/yKgqgWam5OZXs0JO/vsZBkeDxdiXQp15KbFvk2vOrKs5wVtfkzBJaown8/oSIXu6RifPX+rLpJ4L2ixds8SwlsawxCol73lmDc+x9rmiZUmpUuzjGwIsDaTeBFQW3AUmpsGlPfVcfXnfpE7995v0cQmoTebz+X3xbHul+4AYKEnMFn2qJr6U81mSCMNziqukX7Lnpnu1VvbkpseBNc+ZNR0FsyozrMXP4esCGx+ioGM+om1wf0mZuUl7OvhQVoc8s/avS3LYyuXeBWbSV31GlhRtjQSGS8eFKhVluhS1WgXoSXyPXbRoSd4zGeggQJNxEHBNFFN7dV1q5irmwRIY0OeltrcbGLwD7A+wD48c/KQBA6am5s86ovzhyPmvAbZwU3msqfGWaXXFPnwPKgjYOHIfhoFjU1QVj5FEHvbJ1l1lgJsrYH+Ee/3A4PTpCscnPJ7to8P6+1vQOIIGG+OCHFjmJ+K5TNfXXub2QWLsyJjAzys3DIGccQNAuwOa54TmEwfUFcYrH8zFIuQaR7WsJflcgz1UFdyzJwj2vHUFu2pAQt0+2mB6IPmhXD8A3/+QE4DLhKt85MujY8St2+i6EO2S9kfgsIN58Tph2JwHefDaAnp4wPX32/iyrjccMpaIk7B7h0w0NUhHmCPDtLFsvLIgxzHJace5bZgxC8nVh8EvQh4L5+8JGzAJM1nHqJraB2dkzQBVBlStQkRQjppkIyPpk8fb43Hi91cMtELRTj73SwrPDGDisI3sWtnYfXABABxoxS9KahvuT4HKDnbQ4qvXtjGgS+ZTx12iuElp89CSEHwBQJxj72Y1iMnhh2mbwOLhnJsV5aYWs0BFCyfxAaZtT6LGLWgJlwQxLVxBaa/ztpODbI4Nyeuc8Y9T9SbPL1rJHMT4PiV+V5dYWy4JuiVtv+rreX+tJRBQYvNmvtfXlwDc3LVFNnFBOBZTutzELvldzaFzrHGp5HPwkjHPX6RuO/ThDdde/rtcowHo0notlbPKkpm5dgmzlCvZVH2pPyLS9z9jGnuR+ekPw5zpNvXnBLTP7Ef5WXNOaQbMv+tLlQ85oJx7VxOF2kzf58a0VObGYQ7sym/6d61UcAw2tBuIuJXMljlLgoJyM+miCmCWmkqXwWTKHo2A66Hn8Vzdk/uBlGnMyhSkRQueNMBM5s8LlQqK0qBOkzPPcsT1Ui6/VE6JCpYkqrM8m+6rjjwueT99e/l46gBUSXA03cfC31qxlQA/+b6uY05nH5ndOgfTddEHT2SLFfvVUT8CBw52CADu/gHYVqCHhgGgB3OSnszdPxTOAh/R08fvcG3D1wjwRJTjmSCpeItQebQFfBMR3PWGo99freHWLaptj7tf56ZMb0HWMuE0jnCrDu5mDVdVMNsDaH+E2+3gHh/5hqoCrdcA+Xgcks7k1POY1A50u4brGlaqkAVOPeoXr32C+TEGezqj0Pl8g73Rgl7ew1nrI+U4VOI/519mCFBSVUwDr1bsQ2d50PDyddTeSM6g4zGaLlQGGJledd4ZlAYV5CR3um1qTgexWXO4V2NA949w1sIQwR1PDD76nl9yTaBm5QHdyAuy9xoOeXkC0DzDJ0WSf5OPnMk+fYeorQDCYiZjeRL5hRHoc5WGgtMpeBDpk9VLSgcMI6gfPJB89PnukIT0nSt64c85BIcNItn0q+m1+netnTocIdR7EohENlRpw+dUDEzqOE4c2IOGMd88Vfu5r0opCELpOv0sidZf1z8HiPV4AfMCgb62xHSdK0VhoAC4cuE1F0jOadxzcKmfPWddSveW+px/J6YQ+j3MbIpJUBbN9sqBfE7QyoXO0pgnfVHjpNuaMy8DUoByCZtxCVifu04f2p7Z5EsL43gJsJgT8vM5cKZPxd8uGosSCCvM9ZzVWxLiz/Vnad2VgETx+gVmc2mNhOvMPMDJ29fdWzDzvmj+LLVzTgF09v58PWb74puyaKU+LVo6FPa4OYuHcyyuKAOW+ibKqzd5rnPg9U3AIpkoHNfeRcYrmEvBS5I65uZ2YPjc/L6W/Z40o/b2HLhxxFN/j8t+lyiOap+fRIgGpnt+4feJ/KPO8FyXlPib66KCVoUAbPrakkwATOSWpb1zAganD6P6Ke9sanUyjexaUkLMyBzDEGUvlccz+g72xUBxzlkGYJsNu1F5azUHsJmmEBGjTV2FrFPsmPibWg7YSIbldJlflgMSJivCGN42/ToI6YcOHP2T2gb0sIUBAyl3tUZI16Dy19KQWXX0nhlX16CuPR6ogM6yiWdlgsxPjzvgtQeIdoT1LmEA0rynC+XzDfacDc6LgdGxjtGx1zwxEGoDNYu68ukX/KQwFVB5R1PHqRbcaOGsnxxVBTw+skOmJDcXylmDKiliIllzW04iAA3etv10imaScv12FxMlZ6YQAjrDIzuXMGpu8NF6PEsX8uEAoT2MNkmUGxLwnk5R49OryeeDl5BzcHec0JGIGFQPMwDDUEw2ilQgTEDNxNxHmXTkTtEzmrlA/2cJXUPbSfe8RqaN4Xu1CUpY0NKm7rv8nW2cJeDAjsnV4n1JmWMYNCO1yP5lWuYlgUH1U9dbjkamBIpEGCgxHAsavyUBMxEACkK2/F3UAs9o2heA7yLQU5rrRMOqBbpJ384I3qV7sgO7GOF1ru68nbzM3nOBYL/EUKhDWycoT4LRzN3/JkKlviZnZJcYuxIbeE5oPvtdAVgt3ltiuebm9MJY6fpK184B6aV1ocdsDnSW5lOJ7cvbOMduJn38DADl3D15VNdSPZM6LgS6RWZL/z6zZkuAZQ4U52N56bo+B5JL50J+/w/LqpIBxr6o7I7XFZjxfF7NsMPc98JZd+n18puLe5Tkvg1yEKCicNt0rCb7+NxazM6M0K4tr4/8u3yMKMpC6fVnFCnOTfzlnA9ikrQPlrcW/YgnfcuaEuJAK0RLJZdH5OwgNrekJ7f8fd/HyJvCUAHRUs34XNqAD0i4Z0KCKILEURQBjmXQcJ+Xg62NFm2bNZMYhhg8nXrY4zHkbNYRQQGklm9KFhf53b77FMPtCod3WgwrAo1A93pE8/qEaneCud/BPX8FOh6j6ebtDYNcawEfGAYjWwXqoDnUNmyRJwEnAbb8k2AzIs+Lue6Z8vkGe/JyBICZCnS1BswVD87jln33xA5XbtufmKU6HAPi16aTpPLpBUqfDHB1wwPb1DAvXsMdT7C7XdIlNwyg/QEh6pAxcBvvILrPogCNYwgWQpVh+2BB6yqJdhLxUrNHnqp3YudeVUz1yuR3LoIZeX7toycaD/hFKM6rpz6YedJpiBuzgKUxUtsh+fQwI1Bk5o2yORYPiVww0n5nStAMz0YZOMzbFTNXosQPMcmPFtIw2Giq6k1AtK/WYiH1TAnzt3QYnTl0tVmUCGsTU5+MWdNl6fCSet+kvKnANsdSXlqPcygecsWDs6xdlDGYgjh1bVJfNq7FPhVKfjjqQ7AAUib+ccnrO9PuJeN3qfB9KWMVFDZnWPwfRojM28/rW6q7NFeCAmRGUFuq/01ZpzlhdO46fe0lwHLu+1xpsnhvYW6fe+ZcIJ8DRT8KFi3/Pe/HXHs5oLl0TObaWmr7RzG/83qLvy0wSpeycZdef64Ie+ZdQNg3j+Wl2VQbGrBc0k85a1WwtyILNgOcSwCGlfep8pmM9znTSeMnbZg0MIqbU4pq+WCaZ7N89uaKHztpL+gLlva+EoCPD3r+bPdgiLsksRCya7Rli78nSXshrN6cT0NBERcC6DnHZpwAm2fKuHnLudDHtgl5r2m0wMl/b70bUfY8HG7Dy6gCAvXnYQC2W+DhMb0GYNmvqkAUU0A478MXXXksA8eq4lQOzsE0NZrBgkaLccVxIerXR5jDiVOu7X38EA9Q2TXIP7eY0nqXKWeZ0RPix20HAHtee13HEUo3K449cTgGME+rVWQuF8rnHOyxwM52thS1Nke2eXWe8WL2yvhIODXoeILbHeAeHiKQ0gyVsEDOgZoG5voK7uYKrvbh/sdMwFaaBQ4La2OYckPAwyNrEjx9TR58hHtVoJZkIUpES5WTKPcno8qwr53XdLjDEa6gUYGLrKFouBwQFqUdx5CIneuyINuzn6IsGENAXcE8uYW7fwjMWsnJOQnXO7chLr5bpfH27YuTcJA5qwpkaiRsqNZiG0rfv9dE6px8br+PLKpEA6sbJRClQnqMCqref257n5twKKA28QcE0kisxZI5ZbsZ09B8/GLHl69dErAm5lJnBN6k3pLG9IwQI9eWollKnXl7F5qm5TmfUmHlDcar1MYlY6QO+LxPRU3phKH5EQmb+n2QKCa0cJFpl0tC/hxzUernOSaxVEpC/LnrS22WgMJS3+fqnROw9PqYG6dSHeeA6Ln+5H0AEBgKaTcw45juZyVQkK+9XJE0YVbOgKlLnuNNn3mOwZq7Xsqc8P0m+9kPWxJFoJu+i9Jecq4vPyxTd0lxVuWhVaHs51wyzq3F5B55di93GCyzFDNsXjzDS8DLJNdgPBXqjWPvxNxRv68xf64YNK78PEpek580kNMyTWJiKv1cmJszZdZaR/dNourmVkPFCnMQaaIMtnRt2qn0+nFkd6lHTj2QRKUfbbA6AwDs93DGwOCOLdH6noPriStOoqw3EcR7c00OOBhdfAAva/l7qfIAi3xakX6AMycYkSG9xVtIUWY8gXB7E81JxxG03aPZHVA9uYJrKthVDXPsuc+7PULebB9QJbwLQ4BpmbCxY5TJpehAPY6fnwbyDOUqrv0jB5/8hzoaZzjYDMUD6tTHyVK4nobRh1b1iRH3LkR2lA2HbYq5ThKA9/ohsHWoKo/Mp8m43WDhRoNq1UWwsVmHBOvY7oBTDfjk3pyQFOxvp3zFkiJBXGQj8ukEZIKT2CADQBOjZvK9ahEaApF/5d7uWRYExiosRGdMCEXrXt2zjbPYuY8xoapo0MLwajCklWMlDWAJkObfl4qKromq4sV4Ok3zrwH8bqyDM0MA8OSdhCcAEYibtwJnSQJx5237yQWT1WK0xMz8NL1GDYyYmGrmMDMTmIRSNgTo5NqXjuGiyUtBSH2Ta88JI1LOmV6dqy8Hj+fuCQK+8t0AzgPYSwS9JTY1V8z4vmsFiLDAF0VD1W2eZWMKzE0CMhZY3jnGZ8LOZ4JqCQgtCdGXCDETsP8GTMcSYxk+z5h95uNDhWuSdhfW4I8CrE/ehaorH/s50+OixcXCnJhj4y99jnPre+nzpWVpnygBu4LyLlw7x5rqut6kzO6n/pwpsTfyOVcI5NfNze2/H4AvH0exItKpGI4Fk75zYzZ57pngbaV9uTCnUybOTvuiFcBLQIjSPW4SDCZXMDgdVTnrr1fsTfyv9RqmLG1Tdp4n0UWR7buTfb5kUjqjoCrVd644h0C7zSm4JopdAaBpv8RdatKvvodYs5nNhlOINQ1/3/ec91kCpqj0YK4fmAUEgIbz5BljOAaGMIiKwTNPbjl3tXMg62CFeDHe2q0f/JyqQhBFDuLYx3x9wxAt3K7WGO+uOS3Fvkf9yQvvzmWVUn+M+f2sY/cqP1602bCpZtuAmoat+nb7wNbRZs2WiavOA0bHCdhPfYiMSz74zFL5fIO9cYzIuW0jIBlG9tvrff4K59gscd3BXa0wfuEJzHGAud/DfPqSE4Oe2G7YDRbucRsdO40HVU0LrFqO5uPpZkeGc89ZB2FbqJKJMYDIgHy6Bn7pNk4WeIHeJwcPFK/euDIgIiWNbulTJYiTpjBZPg9K0HxI+gaxCRYw4TUlMnEBxAhM4xgCuASgSxTMTfMNWkd80gClyF4saYLC3/rr7HrrAOtTUQTQ6qOt+j4lAqrPWZgnmM/bnNikhx8UM5Bv4rpobaP2VfT/c739/HNbvznldcrmmZuUZqBikgw8E+SSzXdpoz8H4vJrQwNzQE2xHJewNOK7lQOzgiA3eyhODudMQJ/VQM+YUan6Jv6ZAPKIsjqsdoi8NjdvllhP6ausv1kgFefZPNt0Zv3N3DPbbx1NWPo5W++M2XGpP3auwax/n3WOzgp9M+zqXB8ybX+xPbn+TYBD6X2X2Dfp82JdNo596dm0MFwqeR/y+yfXz+wv5+bdJYqcOZYv/37uHb+pEuJNFTClPl/S9tzvb9qnJcbzTYseRzIhyAeAaJWSAJC4f86aOJbmT3b+xu+y9aTHNWOnopw0o+AKFk2FfTvbk4oB1ubM//Oxyvurr83X7IKiqWTlk1tQRZmwUM+comeuzXN7iKlS+a60PWdMYJR3sr5YL7NWnDg8mB82DUxl2Kzx9sbnie45z56AQ2/FpvNQS6ovN44hRUIIyqJTSxjOp0dNw+TLdpfKgtbB2YF95ZzzJpy+XZU32Q0RnNPNNVxlYLYHjvJpAPfeM9DR31tXbM556mFf3yMEj9T19ic4ywAyRPdXDKc7ctyNEFRS7+diSahwxVz5fIO9ugK99RSurmC7FmQt6HACDQOcrZKgJPbhEXQ4gF7VqJ/dse3t4eRZMDUZPbqHtdGfjwxgDjDHLoavFdtwD6ycIxA5mKs1R9WpKs/8+Xx/3tZXJii1rQeiNvUZ9EX84QDEHHJA+kI9U0RVFehwduZ0SOyRrWVQpzXNo883pyltoboHThRP1gEdj4lzjtvwaRcCqNKgQoU7Lm42eqNcYgvyouvwi9oBIaoTU9g1aBxh7R6JmaOiwpMxXmC/kgOnBDRK/dKlUHcaxnzm2Qua+iRC5MK12hTUWTMBHvIboICKozI4JCy/m4LQOQlvPQf2z6VOAC4e57NmKKU6dbtZ2pOSb2lRk1wA10VTSKCs2dXXZNrQ4jPlAGlO0CixFtlz6bovWn9qXsyOt17zIvwWhd0FNvASpkau+yzCbs6IyXeXKB7k2hJjlEdULfVnSeCae27d3zkWbklAy68rCalvYlGhz47cHDG0kSlT8pKztSUAMNfu3GfuyHS/mxvjkgJJ13Eh83O2T6W+5fP/HIucgwWtLJkD3XNz800VDfpvf2/YL0rWLMV6slxsed/D88U9lVMhFfzOZvYTbUo5e07lyoyEFZs/SxdLvgYI8wqq0v5cYkFVP1MgeiEg09cGMJArtlNwXHyu0j4tCr9RzQO5fq6+ibKH5VXAyyAyrySpupALZDjHteUAjNDXtg0Dz67la4cB7nEbZDtqOf+c85ZzIV+eykftjieuX959BkiZODLTfUIRIrAeXO0PoM0a9rrj3HcAzHGICd2dgzPEQRq71mcH8CDN58WWeCLOM5ghsGKIreH7sT8gRJvv6tA3oo4B47g8Pz7fYA/xAHZNBYcKVBsY/zJ1PhGSSUScCgHrFexbt6xJOBw5mIssQK0NANhBUlIUZMzQxIxztJzNvu95ojUNm0SqdBDBATMweiaGNJaJ6aI2Kdgm84fJ34EVFDtjUmFktU9gXgSQknfAzsxfnXMwnUx8P9bDCHM4wt7fx0hW4XXkh9eCtniJLZi7VguuFIG8E+ZWFhKlPnUSlZWcA8jGTYdUbkA7Lj9LzmDM9FNrD3OhOtkktZO4ZvrkneemKfr/vMgh6a+ZpIGYmC3KXFUvwFQJiNHXB5MGpT0t+h4Ovd/E1firQys16ZgZ6+IBgcm1uq+mNXG9iqAwx87lAqeuT5r0JpZFFtRrK2W8E6f1CmpsMT3Q9RgHgebMnFJ9LI6Hrn8BGJSikc6GFs/XGZAw9mxV8CMM1lLs8xKQKQDFc9eVhCv9ORFszrEpSsidE8CTe/M5nYGPUjtzv0u3MyXQpJ2E+Zjxf032uHS/EcFZ5wbLhfDZ3KNzoFeDgzmm5yzrPF2PZ9OqzAHE/PqSkFtio5f6r+ue1J+Ni9bQ56U4BxcUj5e0l38/N2dL60CfwTJVRME7ub9w7utnnTCxEbQV3+PcGKl7y23rd6SVbzGQGgoWFcU5nygzfN0TwLcwnnNK70mf5St5vyoV0FLJlXG6v0vK03yc5f98zqtrl61TCvUCYU3xnuGS88QBimRxgEGQgakywGYdk54rk0hmvMagzAfAEeY98yd5+5wPegIgui1VFbOTXnYm8tE6m5rdrkTelRzTwxDNJAOj5p9p3eH49hq2M6DBodv1DPR2MSCjk3d0vYZbdz6CpgUdPRmkgzDmEfgluEtTw2w23A/nPMvnMQUAQsEXVZXPN9gbBrhPXwBtg+rRR8V0rohww8t2Fs50oFMP83rLjpx+clgxyRQ2qK0Z5bcNJ+J+3MKNp8Tniys1Skg37OfXrdmutu8Z/A0Dm4uKP13w3bEc/dJT5JrGDWzOOEbAIMFjjGFA6RxcVQF9NGeUyJO0WftJ6f0UwcBRErRPHKFV3rpQ9MYvNtD9KW6IKgJl4t9WKjNmChdv8HIoaHMCYTDrGkR+LPxzyvgCCDkJJ1q+/DlVW3m/qcqEq5nrJs9YYjtzYAJAa6eLwnTpIEM6P/KDIfFD1JrZglY2+A9MAJY3T/YaODImzp/EpyECgzCPdTuGEoZ6AkgBoOBXlwT78Z95fLwv3qjnRKWSwjahP0neyYQd92tMtZskv80D8cROxL/Ff0Xqkfo1I6bmwOTdKkakmJ/o3EHv+xqYgQKADfXkplDq/onGVh/IfTyMeC6oNZ/XSzSd8/KcsyxEem1Ya7lQfQlDUbp2TuDPBa+5a88J33LfHOMyW0cGLOQd6usLLFC+DwWFjOqXs266X+m+03RdSV3UqDWsrQqSRpViKheM1TWlfbCoDJn8XbCAyNoGkERBPivI5qW0Ny8qGnKFZhkYxT2kieMym/oh6/O5dZLcWgC659bKkmJC/6buD3mHiYLpnd4T0nZnznT9LLprzsY5USqX7H/IzhEoUJK3Jf/n4Eb1MViFedAxSdFQOOudgAdg/h1oEFZi/EqgTdcXriusk9Cn9PxJnjv/OyuTlFhLAE7XnV83+azGxY3ASHGcmybEnZD4Gc50QXYNshvAKT/k2ZyLFngiX6h22BXLs2MC6tZrYNXB1RXnsjscQfsD12GiHA95/86wBWFdczC/U+/zdXfAqsP41g1cbVDvBjTfeh2CQ9rtFm4cYa6vovWTB2nUD3DS/34Ia8pdbzhLwKmPqeREJm98Hj7nOIvA4RCfGWDWcNUBL2df7ecc7BGxzezVGnbVgAYL2h2A7Z4nmMk2Kxk4ATvHo9IWAMbnpxOTReeRM3kBLQDG4BNnIjvn73MHNnE0N9eB2WNGrIr57eCUQKgWzAg4qEVeYsqsWvx+M3L9ENMmBNNTgiECOm6fml6FklVCVR01GgCi86j1C1QiCAml3p9iJCVfij5wfmNIGKrZEsdiNnpVqNuDG0eB3qfGB9QRgd06OHVyTE3iFMiQ7/KSa+0yDWIUYCQpfdRKunHmeQK4ybSFuRb5TYrWts0B5BH8zKFbXnFQFRKIZ88eqpFIpprRy8BjuF5Mn50KSuIsXJ9GaC1qchcEG77MTa7TUVoTACl1qu8n7WjhWj1ruHEOOOkSTL39NVWlLLdE4M4B3sJ7ztf+mzAJiukosj4z7zhcH67jIERFQK73VVQI/sqFMUqj0k5/T0Kul6LM5kzfJSZpJbYuAXYzQHSprlnBORcUqbwOBchJuznLkZjK+XUpTWtFoLdeEP/woBH39fDcrQIDm5epMsglexzA74wchTUc7is+fhTaOIph3Cf1XpEDxzBWlzDAQYE3x3BU6TxV3yfPHT/kD1H+X/++JOhy5848RDwL875qS4ISCzsB9hPrgPw58q4q8CB9zhUzZ1jDYM0griK91kwuzJFk78rWcFHpWlib537z62nib38pwM+LVkYsKUuAeYC6BPJmFBqJX/dkLhb2v/zeQhJ0/m8mp2t2Xaxnej//XaVzLgeQS8Aw1On3i66LOaRFcSCRMlExORHkFBNdk/K9PUTj9MqIro2/A0wCbNacR9o5oK5gbzdwTYXqo1chzx6sz7ENAD71GMSdy1o4n64BRCHfHw5HmKaGW7ew64ZjeYwjsN3y88kzSzR9+CAv+z0Hm/FsHT29g1u1sJsWZs/ED6m0cOadt+BWHcbrDubhANodIgAW+VoA70L5fIM9gBHuqYdpvbbpcPDmm5FBo6riwe9aTqjY1OyvJ+kDvJlfUvwE4jxtJjhIkrezDZuYty2GUxGGnOMwqU0Dd3vFvx1OHInT573jqJrGm3CayObNmUdpYRJIbJBhfPoJWWC+7+54AnZ7aIdPN9ogtEu41iBESDSkceTxWnVxckvQm9Eyy6mYwcR8TQT/ukkPeSCyORpcTA7SPM3A/CEkY5UkqedOJP3QJoU6qEwAbzOMY3geVa9cr4Gbfm7+EDV2AWjN1akFniyhetKm/25RkzuTkD0RDJyFGxYE5nyDD6zYGJ9nDgRp4VAYH6QHYp6km3LZJpnj3EYw0wRCABtdNNCYAI7APsD3pyrcV2VgRYPgbK4A6TvRwupSuohFk5rCwXgO9GfzPblVCwu6bX2vS030JpHnQveiMBHmej+jtfem0clvMwqMwAbJ/MoFV+Tvsiwo6+/y/ibmlvr/tBH/x4JwqZ9n7vuJYifVjKeadxGaUuF8LiiDnA+yd4c2JGBGZl0RAFhdq3WjFU1TjTwH5VLAXzHnoS/5O0M8w+QxxHdd7wPkKJgxld5zfKB8XxRLDv+dIZ57JfZLqlja2+KgZjdlYKR0rczjCdCYKsmSn/U+aAt7prpvqpQsC296Lc5ZdOi6F01cLynkQ86LdUft0x3pubgEpif1KSUrmdnnnJT8+kI7JWVg/izh3hm2LACnuVx/pbrz+kqmm5dYJRT2T+1GkcoZU0uQCTMHzANS3beFPoQI8Ev3zN1fYKnJMEhzzjHhIr8b412c+hB0keqak5GPo3eP8qaKdR393w42xm1oGpZVxwHo2iC/ovdkx6kHbfcwlYE7njhuhbYMsNYHTKkSHz3arCMx5EkhAJzGbdWgv23R37YwJ4v2kw1ouweOJw4uo9Kt0WoF9/QJ6Nkd44LRwm04aXz1/U8h+StDtE49rKODvVqB1i1oswJt91PZd6F87sEe+gFuOMA9qMknh0/lnS1lEjgH7A6g6w3cqgXWb4M+eR4Sr+t0BUFb6rXOQvO6cQT2Yyq8qZdCqw7ouhCAhR53PGmGge10PTto1qtoynniwCe5ViU5FJwFrIHTcRq1uarSCoa+q+ib4rNIhpIQtuh7OAD21EeBOfgOMmhN8vPVhhfa8RiSuXOpkkiYbmDNQzJdJz4LSiCTr3LGM4yHOiDgNzA9XmLGlwkSCQsI3gzToBmpEFdkgEqaxFA/pmWOwchAV/H6/IBYMgcplaJJ4JjOpSVAqcdXpZhI/e3U5YlWWqqIB245EI0HnKVnV+xj0Yw5YyHkvpJAE6LKUvTNDEwS/AFWEFjI0FQbWhIOQkPpu5k1PQPKwmEJPMwxWOdY4JIJGGX1+v/Z/IWQ+LCofmjhNDD/AAjj9LmAIkCYPB8y4KOBXgZAtaAs3+WsZXxXfq7MaaaB6bzR/dH+b4X1kJrpjdN34zIQld0/UfqUBNV86AQESPjwmf7nCe9dITXLksCfAHlvOrUo1OrI0N4UKQEnhkAVa9jzGezGkc3ttYndRNjMFFalvpcAVi5Qzwn8JcA20376fWFvLinX5so54Ttbu7lZogbKRSY9E/ovBnnnWBknKZ+8JZNW2OZ1LLVVOssyhchF/ml5edN2A2AsrG3dp4SV1NfYwtnm6yuNibQp32VtTXLy6v9L9+TP61R/Jr8ppXpe36yskfXF2VQuKykiSooQIA3gFhRLJiQuhwdBIaVCVQE1xQCGAEexlOquNix/VoZNJn1sDElzhroOhIzbsuzN0eo5Aic93cBtVnBEoHu2UHPjGJlBH7WeU6D5OBDeVNSsVyzbG+Nz/p04JsehR/vc5/TuR9D+yDL24C38fH9d12K8WmG8bdFvapjeonnsmc07cOJ1dzjEII4SVfRwZHPT5yM/PxG7iHlLPedJrVllsy+fb7BnjB98Ci8l2PF6Ct7tD8Ae8UV1LdvJuoqTpHcdiAznvfP3wpt8BrBY19zG45ZfaF3zJOuHSXhXAiLSPvWsZcgiIjnngNOJgWFVgVr4F0gJG5ncI4FWtBZbhYPVvobUdSGaEPm2dWoKbmuA3R9CHUbCzUp7hyOc26d0uzi3nnq4fij4Hp0RPhd9BbINf66+0nUyBqUiB5W6P3UwzwTBfHNc0vaqNsKzhmumQkAivJaE+QL4zQWPeX8vlL+XHHP5Y0x8BQrjZ7M8QqWS9GsqxUxz/6RsRvrTjNCuBem8Hv+7/n5iOqwOomQuQL33pCiliZgW6jU8p0nLDsEiqHdOvbMzgD0wxDNCUqlkShH+Lp+vhfqsAjC6f17oCUGirGXzvpAbqgAui8+kgYe+PxUSo1ChNPS5JltXm5svF9bVoma7UGfiS7Pkg6dLvl+U1neeZ/Jc3TLvP6MAPSs4J4pKAXnzQHWypsI9Xhnk50hQqGTRkLWyUO6dCsoo7gmAmhPFZ1lgJeZ+KwHEREgv7c2ZgKvBgv99kmpHXVv0W8zfjwRw0s3OWPpMzr9s3k2ClhRBC8rzrsQueTaGKsMyVF0BTQt3fx+3/TkQkJfC+KbKvIU6SkBlrswpSvMyo9hI+zIFckVrj3yPL20+men2rFIlP/NnFYALqS6KDOPc2UmpvJLUk8/9rK+T/mdniLqOo3r6e8R007sTxSAorETK5787HLx8XjFx4skM3mMckxdCrtQ1YBwwjrCPHGeCJKAhEdzjo0+RRrEPIuMGOZzJDbq+CkFi7G7HdQmg3O5gPolj6yoTns8dT8DhwNhgs0a13aN6UaF6+xawgNkdQYdjIJyobUJE/dCP/QEhLZt1ALzlIBGnQVuvIInkl8rnG+zZEW63i7Svf2FuHDk6oxuDUzEzPDwYw5fe4hcCoDmc4KyPOgkwjbrb+/od3HbHFO56FR0kfWJDp4GlFPLMlyRjP51Y8ylhVusa2tYYpooTVib2yAu86IegtTiZvwb8BOSH9GBO2vJml05YvqqCWa947LxJaDjQrYWEqxW7YTE/BRA1KdoHzAOnqc8NygKv/J09V9HEp6CxmICB00wkItkwEzOm6d/J5iif5w5GLRjPFbUxT7Sws0Bv2u/4+xtoo3PN3lz/8vsnh05ZWCqbblbpxjx3gJV+z999fsBcqqGXvilhdNKe1lImdSlFRzDr0IBkBtCc09SGezKFR1G4L7yrXAgtlbNzsaSwyFmBuf6o53Gl97PwTov1AUVz5ZK2Wu650Exl0s6bmE3lfS7uURok5e/iAqFWC4Je4Liob0UGXtUxI6hyKQS6WVJW6H7K3+q3ksl0DsbYVH6YvuNici4k8ykPZiTtsA+jSffepT2mBHBKjKyU0ntOfjfxTJAxX2Brkt+Sc22cXl9its6wjbMBvCjbn0OXTPp+pxdMv0t+U9GjhyExgSuZnybvbPK82VhLcvJz+0cOREoAZE6Bqed9aS3k86Z0Hum6AISNMT9752Sc5Fn8GhLTaKB8fpbaLlkVaMuB0nzMmy+Ye4a6CtFNZ5UV8t0EFJYVIcHPuPZxFtAwseAjxovpZkgwDoRUYAEAjSMDQT/GtF6BViugqaOL1i6+m+BjagxH6+xauMr4FGlePhe5QcxIhfSR93g8xuexlvNvW8dAsGvhVi1oYMDFbXQsdxsKCdDd4QBar+FWG25fopIaw8/btTGYo88fjqpiUshHnmcmz7JlXdMy4Oz4+YiW7XU/32DPAXCOTYw80Au5LCwDPjStj/RDYcCoH0GjB2qrlsHg6RRQP93eeDrV57zY7kAH5RSpNLNWkhwCvEHsvR2taATaFk6iGBJFs0ZJhBgOjuzg1I85xk1BouDBcWAWWBdTQ5CJAVbEp65SAkEFBsES6UeD1dMpLmzxw6gqmECRmxjyVUfyDJvD1OSqeGgtvs9lzcTcAZAcLupA1hupbE55IIK0/myDnmMizwG1Qp/TDfSCemeZG3WglNo+N4Zz7c2BywLAywN5hN9VHXNmnZP6NYtSEviXQG+BVZoItlJMZOuWgzVQ8syz/kVJnwoH+zkBvVTm3um53y9ln86VOQHFCTteMBPJmLfFtbAkZJaE53PgV+q8BMwmgt1nAJATYJu9i/wdzLU1AdllAXdi2ZELzmcA2yKjvsSQFUDk0jpIFZJZQJQwHwoATNpKijpL5vqm+3gOoCzNn/z9FUF5ARyGvTubt5P2Zhio/Fko2ycnSsdsfulDq7DfXGQKeQ6IzCo5vaLM+z9J0K7pPQVLjHP1U2YWOWfSPDGLz86IOcXg7LwvKDWWmK+5kiut5hQS2TrL/S+L55eWR0ptJl/xOpzMgUv3vBmQmfjaVxUgvrS5LCXjVwTffo5KP0YGQbReBVabPFHivKUZjRZ4dR/r6XyUTvG1AwA0LE8PI/vQ6Wjyo4WVgI1kQuBFIoJVUelDVNCujrmqJc6FcyH3NowBXV8xmKuZaHENg1NX8fUEsB9eZThWhzxzZbhvr+5RyfsYR77fWuD1I0fyrypm68Q8s2u93M3BYuBBJgO/kUkYD3SXyuyvRPQvLt7JZeuc+99dcN3fv6JD7QsSDo6Z/qVbC3v/EOha0zH7Rf0Ad/8Ie+J0CiT2voZidCBhuKxNgri40ylERkuKT39AXcshiuuKEb+AO8+IiQ8gYQgBZRJfJznstQYlNJ4yUq4fYhhkQ2ERiC0vOZfaNEsCRqG8s+Icm6OKxkEAntufwjPy4WbjoShloikrCKhzYCk/vLQQqb9X46A3F6qkKwWQcEm5hK17k1I6/HVb54T2orAypx2/oG9Lh/uS1hvpIZv4s00019LN86YnEy3ojC/U5L7wd3ZNCSRkzEcSpn3Sp4zFmPWtyQWMEitgp/N6aRzyfhfbfVMgVVhziwLLDLvhBWuOtnhBTrM5YXGpX+cA26UMtb5vCVxcwvYk7Vz4jvQ1c4CvxChMmlsQ+s71ce6zriuvr8ggl9fBhA2YYyA90zRbSmfDEgP5Jkq2pTbn2NXieplhjLIxmpQSODNVADV5oI1Y9xl2q9Q3dX3qZ/xD7CdnCnlZIsottvweyzfP9iHuLW7xORfL0hw6p3yBACapqqDwmFOWzIHOM+zcxFwyPxvnFBT53jXHRhYUBol7xmR/mleyOuvKPtt6ncy9H2cBalIZ3Qc7CaaVp56B3L1lcOSjdQJgWV/y0TU1kzzWBUImWK0Fs3HGBGa9ChE33Wg5gLpgBQAO7JtH6BlMhcCH8u6N8uVDxAHevUMAJq06uKaGfXINOhw5auZ+HwPJyBgZAj1sA3YZv/AUtqth7q5gXu9AjztO8zawXG+uNt68UyKNWo5Wul4xmbRqQaPlVBILZQkK/vcB/G+wvF3/twF8JrBHRBWAvwHg+865P0xEzwD8GwC+CuDbAP64c+7l2Yrk5Ugm+rpiKtTTwmIiSX5iUdeyc+Yw+qSENpowOkbz1HDYVCf2vesVU6kywSvDoVGPPg2BiyHmydOx7sAOmiSRexRwoqoCjT7Kp6GUklb5bNhM1ATNT9KOTFYPYGUha2GWGuIJjpHzd/jiTifuT9PwxJfQt/JulDmnf1nR8VVfK9puvRnNgiyrDtgsqmTJFOwShkppeBPNUl6X/zuYbZ4Dgp+VHcv7lv9+6eF6jlmca/tNwcAlfSqArYn5RomVK7VbNLu6QIi/hPFUc6sU3XCRXczbmCuXaOnPCBLTfl8w1z4rW5cA6RLAWtD26mvydXaOecznbbi/pLwoAKFSvefWQrhu4f0uzbXSe9OC1lx7c33W358DLaViC5qG2XGcYwJmBP9z71y3p3/LAY5a/xNGbpHBy+vL2pZzZclM87MClTkAkPchby+/7hyIKNWvWNfEHyz35dRlTgGa901/VzSlOzOPl3533iJmGFhwFSX4XD1LCpi5vrjcfFCvrQvB3UzfkzqX3lHhrEoCF+kyZ/GifsuvnSjAS9foz3PXX3L/ueulFIBg+H/yzjLF7qXjrvvhbExSDgTw5gBWHsilm3UMQCJkg+TBBmJOPUm9QBSDvtR1YOpCmjUp2g/PcnDCYB3nI3oGM07nAknj5H/nQCI/y3wX/70DQMcT6BhBF61WPtf2kNRLTcNgdsXpFMxrC9w/wu32sGKZBwRG0R2OMV2D4JLjkes8ndh377MyewD+j865/9HSzUR0tVj7cvnvAvhlALf+878E4P/tnPszRPQv+c9/arEGHyXO9UNwyHSrjqnUYQQeHsPmZPcHNuu0I7Bq4doGWPnQrn2fRp3sJZ+enxSNz6GxPwbb2zAJstDKrCEA6Ooqbi6yIQzK/NE6OKfy9kkRMCWUdlvHjdUyog9tWj/RJJm68+kfGgXWKoq2w6Fdx88otspSNGMoiwmIzqvGm3EeJbG8gL4I4PizSRdYQeM8a+YxB9YKheq6vPFIX0oaKsQNej5ku764JAAsCAyla9+0JFrNC4TcS4TgpXbepI9aA6n/z/+emIXNOH5f0ueS0HpGeDhrgims9GcR/N6EjSuVuefJwcMlIOhNri/dPwuuCgKj/m4JPMyBulI7ut4lIL/U55IyQJsShbLwzuaYpAW2J86xhXrzd1ICiEtCfrH9C8DaxOKkumx8gTg/zwmZWslzjkU8V5KxKTBen7Xes20VlBKX3A9M65gFr9NxK+afLAGbNzlrpK4Ss3VunzsH9OfagqwDZSYMlN/d3FmaKxGW7lk6Y+R3+V77+pfMCSt1HlG8hhXm0/yT4V4t64SgGQBcn14X/pR2lLmv2mMXA6Kcm4967CbKyIWzLLRxDkhnc22Wbc7bLlh7kQnBDwOhEfYan79RZFVvaommYTKEfBovcYSyDs6A04RpV6N+gHMM4iikY4u+peSIzTp9vIsgp3oTZQKSCN3hEaqK6xSrOTH/bGoPOlXwQ0OML4g4BQMAmArmdhXAngBAGsYgV+uopEIEcSCYNgS6csdjiKAf3NI8SHZnogHPgj3n3J9cvPPCa0qFiL4E4A8B+B8DEHPRPwrgD/q//zUA/y7OgT2Zh8YEPzTq2hAF0+0P6lofbOQAmMdd0BZYyZOnX7B2zPRmjuQcm2R6DYJoHWi0CMm8ybBG4uaKWbxTD9ofgcEySHx4gCRhp/Xam41yvg/tB8c5bfzi8VoQCcTC/nQk4xgWTojW6ZMrUmXS5/D9Q4WwaHhyV0Hb4RyFSJUJY+ipckms7nY7tcGVDiOrmswiWhWumX+/agPLN0GpPwBln4dLUj5YF0PvAwn4FM2qXuyaMU0CUswJ0OfYjXPXzZVz2t1SHy7QzCYC/DkhStc3ByiWTGVKfV8yMToLUs6Ai4KQO2GgLhnD5P9srErCaOn6rB+T9rQwllz/hoC9pEF/07l2FuhlP2mhZUlIKAnSc9dMNNoXANZ8vhfB25lgHEuA9BKBH+mekty31Lc3BsIL43GxIAicFeom7ZdTCUwDiEz35QkILvVpTkFxyf45BxrmrrlkHr5Jmdt/5t77krJNX1Pao4uKjIUxOncO6LZKe0heVFvRv8wLmVUF+Jy7BOW/lytaisAvM1Vceg/J8xVY0HwvKe1fAeClALAEsCYB8ZK+qPMFSM3eZlxPpv6zsv/Y9Pd8XV16pujf5xjBM3La2XJWYZz195xMcGLAEgIAAnA7Am02bA55d8MM2amPcqgiVkL0TmMY/PRgxmuzLpoiyntO8nZay7KwQSBU3Diq4DHSX8PWfKcIOUJUTx/skOoa7njkf49bUNeG6J5kDEAM5shb1OHJTWjPbTq4qgL1NzCvHzno5HY3P37GxBgdAMvjwwAcPjuzxw/FIV7+ZQB/2nlbQyL6m86533Xu3oXyPwfwJwHcqO/ec859AADOuQ+I6N2Z/vwLAP4FAFhVN6CbG16cHiG7tmH7VeeY1tSH0Irz341feAsAYE4D6OMXgRUMzpHjyMh7tFFjYC1gPXXbNGGjZOBnw0bodnuQdaC6grM2BnVxnIwcksTdSd0UI/IAwY5XUjlwRymaTuqNqSLfL5VqwjqY1mtOvE2zc87nwHNJ9NDEBMGD0DCRJFKo5QXmHMVF5LUvnCy3QpEVk8VP0ZG3yObNHQRz14gWKAgUPgebaNhmDpk8MIfcqzepWVbvUiH6Ug39UjnH0pS+v1SonmOjSsLDOa2+/v7SPieH2Uy9n0X4ysulbSwJZxPz1QsOu3P9KP32JkzCXPksc0wLfJPfL1iTpe9z5cySEmJJm5/8fuH3oT8zQKA0By5lcvK254Jk5HVf+n1+zVy7c9+X6p1jbObqnVOYJHVmwtwMK7OYR+5cny4pYc1dCASX6ljq25soTy55tslaUc+Q9+cS64FLlGx5/5bqKxXVLwnCxQHdejh3TAAWVYUz1P9W7mPGIJ+z/pis4fnchnNpAyRna5Gxk2c813cN5M5Edi71Gc4W889xEBRV/wRA6b9Rnh8lC6f83gLILZqjltj9vMzldptYP/gqfSwMITCortlvT2JN2JH93B63DKycN2EUeVhcl5omJkoHID5/UWankASd2hYGCDE2zNU6JGV3wwDqe4B8Eveu5UiYvi1+Rq7X+f3OnU4+TUQVZc+6AtUbbk/YuXHkHIF+jpgnt8Cqg1t3cLUBjY7dq3bHGCOjqUGbTbAuRFVxNgBrOd1CXYBsxgeGPLOuL4nG+UsADID/FxH9F51zL4BFP77FQkR/GMDHzrlfIKI/+Kb3O+f+VQD/KgA8qd527uEBaHwC17oCDRXcLVuX0p4z03Okm3u2k111sJsG5jQCW58M1vvaycR2PoQqT3bOu+F6C+z3HN3z5oqB4alnBK79wQ6eZhXQ6Cef5OVA04AsB1UhgCN19lG7kQRqEWCjnGnj5jLCjaa4oTEYMzJeIZdJCCcr9tJSJOqPAM1TD8AvAB/pFEBcaCs/rgKIRduSbCxZDkB5Ht3XWYYp01BNJnGa08hZByLROC9o1IB0o1eCutb4zTJ758rSgX+JoKevfdMyC8ZmTDtK9yz1f0nAOlf0OObA5BKB7Rw7cg7MfRbG4FKh/E3A7lKfgXTOn2tXl3PgrVQuBVOebUijreoIfBnzWQL0n6Ufb1LOrZcSGL4EIL8pEC+xDXPXnqvvEiXI0hpamvu6zjdZI5otPbcml8olSpC5Uhrjc0AmXxeXAuDPcs3SeBdNjLP1nvtqXvLu3qSPS0qrhRIiJXolshN3Eh0MLqnvQtYo7F0mscSZVZ7lLJ7/ey4fYahLyRxLkULLILOs0FoESMnaLD2LZvXGaFWko+46h4TJnGNLF+Zz7NdC8A4xK87rV++m2G5WSuORj6fEpDDXVxEo9ie4E5MWJCDLm2DCEehqw987yyBNwDHALlijZfPO0cIdj5wberMBPbnl74QlMwSqWtDNDQc16QcGlX3v89R5y7gE5I183DUtyPlAjW0bZGO6vo7jL7FCRhuTuK9W7Fs3DCE5Ol5ysEcGui3oGO9LVpEoPjz76Y4nBpoSPVTMYduGY5YAwAGz5RKwNzjn/iQR/XEAf4WI/nk/zp+1/H4Af4SI/hkAKwC3RPR/AvAREb3vWb33AXx8riLnHA9gP8Dcelr04dEn/Kzh1h0wWo66OVpgtwf6HtWTKwzXLY5fe4Z1U4O2e45+czzFCJUCtLw5ZEgsbke4Bw7KgmHg1Au+kCHPHnrgeOp58rU+/UPXccQcicqZm1mKxgUCShS1LKkXWhV9VI1DAqi8ZsEB/Dd5e2efb08HYxHBjUyMNqRZPjdaEJkY9Wi0TBtLABy9+DVgkjaWU3+UXqr//8IQ0+G+gpYuN+MUYKjCE0+S2Oo65wCKLrmAnx9Glwi/syBhRiDQ150TXCa5gC447IsC/wVMwdz98t2baN3PlcmBivlx1O0HTTSm7+ac4H/u2jeZH6WypMlfYiEu1fB/VmWDmL+YM/PwswK3NwFen7WNzwJOFgX3C99/Xj4LyLz0HS6BWn3/HGD6YcDoXP8+K+g91/4lZQ58l8YnH7sfZr7l9U/qXDDxzvup31dp/zm3p14CCC9RFFUVK6rrmpmG+si++yqYxFmAN7eviTLJEFtPAQg54wAUfWI1+0zT77kOfQbb8jWhCaXIyJXRdkYWkWuLlhAXKhScgOUL7ksuVP3Mv9ffXay0XFDAK2uqYnoV+awU8Po+PUZBMS+KAus4UqYQEpLT2VmWwyXdgfRTy9tEwKpj+RTwFnKqf6/v2bLNB3kh8gqLYQAdwNjBgzuSPNhd5wOpqPgaAF/XtDCrVSrnHjy68rEz0DTATev9+ywnVPdRPxNXsROngJgz19R5o43h+B8kJIsEbxELPAnK+Fl99lQhAHDO/Tki+iUA/2cAP37BfcXinPvTAP40AHhm77/nnPuvENG/DOC/BuDP+P//b2c7ZgzoauOTmNc8sfse9LiL0XL8JhZ8+fYH0Aefot2sUd9uQM9fRcTsWKtgrjY8acQ3zoc3BRHnmiPyYVUPILNVk97n+lutvMOnZ7y6NkwG52wIqUptM8mnpB4uMX8M9vLe78n5a3hQs/QM3m8v+AE6y0zjpIm40DV4FH89aphiD/575BM3ti1T7Vp7A/AiBliDUmLQZjVThQ1zjvkIt0eg5rJ+zJohaQ0fpcLrRRGmSgdifmAW+1w4rHIAWxQALjBxexMB89J7LmGdPjNwuFDDPnfP0n2BXZrpm2hZS+Zo5+qdE/zPjcMPw4Dk95UA55xQOscmfhaBfs5cag6UvOkz/ijYFGn/UkZjTiB/0/bnQMLcPZf0NZ9r595trvRYquuHBc1LfZzbA38UCoE3LaW2lpQjS/3/UfTls/wmJe/b0n51bn/9rEoK8dsnHx5ffK3EEilXVOnzfulM9Xty4ks1d88FY5W4a2hXkqXUCcUxWQBKipUjI0CokCJrru5LFYDnzmE95m9SR6mUzvakn5ERlbMgiW8wV9/Muxe3Is0Oi3mm+MyRPKvl65w3ywyPJhE0100MICimnR4USq48iXkBQ2y5ZzWh42M3HJ2P96FMKEUWvtqEyP5uu439aOqQTxvOcb33jxy9X+Rm5wBHUZYGmE0EQKby8TJczA4AcHRNiZNxOEY3LwkKGUxaDbOLF5RLwN6fCC/IuV8ioj8A4D9/Ue1vVv4MgD9HRP9NAN8B8F84e4dzbAJpHezjNoATZy3Q97APjwB4EtF6zfawkoejH0C7I2sGujbazBJxdvthZFoWgLvZYLzuUH9yDzwcOcdeP8RJId0ZR9iHB9B+zwgfDBRpvQ4JGNH37NPnad5gVumc3xxVtB9gqjnxUaICkrfqPq1JAdKNWIGj5H5dlJMqBn4+Q94Pkgcy9MmNNkYFlc3U28NzVxTQCw+wYLYp71OXiVmB0jBlB8nUjCQT7Eu272L+Mduvwia6JESUnuncdfm1cwzOpZrczyIAnNNCEsW5dal5zqVCTH59LiAsCbClsTonKOu6L+nrOW36pQLVOeH9knveVFD7LIqAYj1Z9MB/UAJ7Xs6BhXO/LQGdufezVOcPw1p9VnCpf3sTZcnfD6CV1/um9V/KDubXfxZFU75+fhi27E3KRWfFzHxcGttze9zS929anIMbem9hNHA8BJ1QvdSvkq/bUkTYcA2ljEqhL9JGUJRnimwip6IsirUSKaVVVZZPfL+Ta4CzfU5ktTmZYeYZJhFDZ+fCwrk4N+YlAK6vm5W7CvUpdnQW4BVK4h7jg+ZRZQLQc/0Qo2lKTuthiKBI9S0EUwECAATAETLFdcnL0xpEAvDsnUkBl6RbG1ww4XS+HW7Dwjpv5aaJAklo3g9e3uW0EIHcqQzX0zQMEnXpB597z7NxtU+xJqklyI+Dyi2YjKGMKTHGcZZNWzmv92dPqv7H1N9fyX5+XKz1wuKc+3fBUTfhnHsO4J98owrID9TxGL9qvAmltTAKjGlgRm3DA65AmdQTzA99MBd3e83OlL3lcKoVBzBxj9uokVD0NrVtTIPgNQmsRfCgqa4ZKA0DqJoeLonfm2cLcxYrBCZx+X3ZplfXEcQCSXAWblZy+Tk4N02UOdHm11VI0k4hBUTUzEn//B+TZwvPpX+XUmRAZrRCwnJWFYAKVMUF6oYBIRJctvkJSAyRTn0/JkmCww0XHPpnGMhkA79E4FrS0GmzzjcVFnOA8lkE2nN+AnmdS8DyjNZ08fpLAOscW7xk+lI8QAvv7BIBbqnMCaFzY3MOqHyWvswd/LPXa9Ocvw/A4ZLyo2Cj5r7/LAL+f1Sg97O0/8P2de6df9Y+XAJW3rQveb2Xfj+3vkts2g9TSkL/XPlhlAFv0p83Uk5YwFEwuTN1zSmtjPKDyxmdHICU9hsBWJq1yRm6AhAPFkUqyffEvSNnp3JTw/z9eplL+rAoH8z5/+n9pLTPzs7FGSsg5zBNoD4974o+hKWypEgtXfemZe7d+9/cCLbKy0B6AG9EwJqDqJjKwPXe5FEzez4OhsxhJ+SMJylCBHuA5e++h7PMhLm2QchTdziGCPYh3ZmWkaVvkiNPpTmDcxGsdh2oYsbNnU4g6/ieLRgz1DXc7TXL0KuWrQ8Bls07nyy9qoD9IaRgoLZl38W72/Cc9PoROB553XnQzMDztKwkwTKz989mf/+b+r0A+POLNf+DKMbAPLsDjIG9WcNWFVAbmJePoMOJA7dIvri+5wSH6w7De0/gCCAHNN97DgwjR+G5uYLxrJ/41NnbNQ/o6EDHU4j2QwISFdBkn7qGzTivN0DXwq4bUD/y/c4xiIQHJaee/Qmd8y+3Cc9FRDHvxmiZtSRiu2BJFSF5NnSeEWeTyJtoGp4U3nZZazsEkLK2pIpmFDqE8jgCo9ea+HyGbrdXYZapvNGcEc6n5hYzoFB+V39PEs+PI+drkXfQiGbGJfkFQxVaCbC0QOYE4XOCodYCXXL9bNsz/gdS5znWqzSGc9rr5IDKDrclgJRs6BceInm5pN1iDqZCv0rjlF0/cYTP+zEH5kqgYIklmhvrOYZUv7u5UhKS8+9KQHWhzuAfvGQWlPtfnAP7P4wwf0m5pP436cNnYYv0fefaurQvlwCZpfn5WerJ10hJGHyTMf5RsE6XKFk+S72Xlh8Vu1di53IgoH8r3XdJG3P1LF37pnXDn5enE0CG83r5uRKsbRxNlNMToT6Pmj3XtN6nKftuprglwBgrTv8HoEMOxjp04JQsUuhsp+NZVry+ZBKfuOP4M6qaMTudGbep/BVlEF1XOn4L9S6e81nJzt5iHASXBsEL7KyMV1WB1qvEdFKuo64FHU/cW4l0KXKwZsGkTgl+IgyiAmpi5eYMfAAVAGMT26yMj8ZpY2T6rgPefhr73g8wp57l4a6FvVmjf7bG2FWgwaJ9dQR6b/LZVCz/Dxa289Z+zsFtOj84DscvXMMZQvf8APNqC7M/8jquObWE61rYVQ27alBtOtBgGSzr5x5GtkZ8Pf+alvLs/Tfie6G/pT//x6XYVYPtb/8C+qsK7f0IVwGn6wrtwwrNw4D2Nz/mQC1NDbdugRNrBnZf6EAWaLYj6P2noNHBtvxSaLQwuxNc18A1HMGyf7LC6UmN1VWD+vEE8+rRO0baGPLfEEzXAe+9g/7ta9jW4HRb43BXoeodqqND93JA9/3Rg8YxTGi2VfavQqINGQJJ6Fj90CP7zAVzBwkgo2hvkrCy3nlaAzNq27hgfCEgcYINAWEMscZC6PEmLiCSCEEZoyebI0ycWqmGbsq4RQHyzIYDTIGev5/8+AkzS1UF6uowJuh7xWqqcffMphxS0o9ko5b+XSA4L/U93LsEAkqflQnFpC5+wHJ9ehMubPyJ2UkODpf6dInG79wYFcGCOqAmGtoScJ2a6c4COXWfGwqgpHTwz4H8cyB0SUglumz8dDtzQ5n3U4SiJQa2IGwUfW5ywCeafW0mrtsutXXu+yWG9BJwdonQfK4Pc/e8KUN67ru5/i7VWQLP5xj78HemLJq0MaNM0n/nc6nU/pu+h/y6vO2kLJisXVo+C/g7907fFIQV68vW0FybSwD+0rl3SR+B8nNNrA68f13jleiTUPCGp42/jypMSsxzloKSoJgHWH7wCagT5bO+X+1jIRq3XCcuK+F7DTRMaKsYrj73+ZM2pc4KiRkhV0ncRkGGCSBHs5ehf6oPI5JrQwwEl69rTJXY6tl5fDIrr6Y0VlW4J68jv3+5VJP3qPvGsRGqZNxDwENJkyAWV6sO7mqNx598AlcR4IDrb92zbP7sSQi4iN0e2KzZ5aofvDuXhf3iHeymxbiu0TzfBZk+FOdgr9cMnroKzasDzP2Ogw1drTHebdhd68CsHz19gvGtG3z6c9fYfDKifhyxe69B1QPV0cL0Dvu3a9x/lVAdgXoPrD9pcHjLwDZA99KhfbCoDxavvtaAHGBODquXFrYhHJ4ZOAKqk8NmswG+tIEZHNYf7GDbCsOmxqufbGFGoL13cNUKQ0c43RI2H1tUJ4f9WwbDmmA7AH92/i1d4rMH4IeKvvn3rbiKcLytMKwIh6c1aASanePeOsfROI0B6grjpsXwzgb9TY1hTWh2DtVxhKv40DO7HuZwYiqYiNE4ANtWcAZwBrBdhQEtquYJzPYIOpxgNH3a1HBdjeGqxvFJBTMCVx8N6D7dgwYLVxHoeILzKRBoteIUDs5xkJjjMSSC1yaWSfFUM1UV/35ils/KhNabWE55S70AhPnTzqgh9YLkQSHi6EMAb7iDj2o6DLxAqwqwmd9iKQSzsoMPX2t76iBgZpEjS+98HPkwSbRhcaN31rHb4ziGfCjJeGgfSN1fxVxMnLnPaZgvZSXnrl+6Nm/vMwkiKYAt1q9BiD7g7Zl3oqOYzfV5rq9F3wH/HsesH/q9lECwf4ZJCOmlMgeO9TMssXr6ukvqv6gPmk1Z8InJr70UROb+d6X6cyYiu3/2tzlAkv9+yffn6jr3W/77D8M0Lil5LgE1JWbnHAt2bqzm3pESytPvM+VHvq7nfIHyz6X3UlQMLJTJfjozIXOw5NyP7p2+Sf9+lPVconS4dB1dwvCW2n0TBtZfF6KBV4YVxpJz73gM/lGLjNdSUWkBXGnvDvN2bp4Y9affByVugNyfXON/p4LP/kRJqNLMlJR9Ez+20p7t+zFM9+fJiMm1IzB7HpFZGAqLIiM40+9yn9/EKU/X2U+/022R49zMZFiGzAKhOGUxN7aEsSXYmuB+8hb1zqJ9fYLZD6CxBknARMd5pLFZwbU1+qcrOP+eDu9fw/SOCZrjAIw8Lq6r4CpCve2BwTJg9FZ15tDD1VWIqu8MAYNFdQDG1sDeEYYV4fiEYLv4nM0WWH/sUB8szABUewdYgiOg3zAYIwfQ6GAGwDYEWxHMycHWDGrJOtDI/w83LYZ1hf7KwDYEVwPHJx6HNIRxDezeMyALjC3gakR/xplyKdj7j2WpHo94+u98i+1hrzdsCrk/cjhTSQ0g11qL+voK680a47NrUD/CPB74WmGpDmySSTc3nLOvqmAAVC87dOsW5sUDhF51r+9hTz3s4Zj0iR636H6zxepLX4iH5cj+fuP1Cqb2IVq71gdpqbhdZxPGzWnwlplBmNsbuOsN3PWaNRfHE+ijTxPgZoiUTx1CckZar3wYWOvtm72ddGWCls4dDiF/nvMJJwEk+fmSPvmNfupvCIjPYW5aMGFStLCRCw+lTUrbV6uooxH0MdsX+qmSVCbvS+z9yUQ20/sEhk3zTQWyxOy0cEgsCeVF06ozTEHyQPPa37OHcUmjPwd2zgm5ZwFvgXnLndWz5ytFYE0vyEDrUv90P4rXRNMh/oz5epeYmFL/9OdJf2bA37k5dI4lu4QZysvS+86DLSyBhEm9F7LDpf5dKsiW7l36/k3Yo5zZnXtWzZpf0oeJ0mgG5CyV0nPk450DtaW65sDdXJ/nviu1dW4tLNX7JmMyV++la+FHBf6S/p/ZS0r9WdrzP3M/Ln828gHuaL0O0bkZWPnw7/2gzt9pvSVlYzDzzPY1SZXE5qFNvH4mn144FzIWUOqT5Nch8iKggtZVSX+pbiI7VWgvTdnk77VjmihdjUH8bKa/a+Zv4lbQJM+g60yeXcs0wgi6afRM3WZ+X/L8Z0L4z/VFxo2IQvqyIFsZn7Tcm0VS07Av3sMjy49VBaobtqgjws2vP6J69Qh3/8DXejnPPW65sbYNzxsiU1YG3asr1UEHHE8hUKOUqqlRASx3e5LDebAnT+6EaTwcUe2PePa3RmYQxxFPrGMQSMS+d7VP8wbAtQ2GuxWuf/MEOvag3SHk38NmHQO0KJZTfPbc4zauzVOP1s/ZJ7VPi3bqOeBL28CtutAfDGOwYPyVhfe1FKDl30RUPHyNiP7vyYt27o8s1PsPpjjL/mPWAvcP7JP35JodIIcReHhke10fMhheC1XtD55CFtq5AkwF8snZYUe4A29ctFqBHgbg/hFYr9iGtq4YGOlQqb4wRW1AL++5i6OF++LbOL21wf1XWqzfblEd+KByNcERoX2Imi1bm8DaV72FI8LYGRye1eivCft3CKdbh/HawlUO5mhQ7QnN/RdgBgAOWH/i0OxYwzCsCf2acHyLsHvfonp/h3fvHtHVAww1eDheY3dq8Phqg/rDFu1Lws13LE63hLEjvP13Dmg/2QIfv+Axq2vQquMcJmJ20HI00xCQRswoROgfBg8coy9hMPMQhjC80whO46BYlVuEow5R0/D78Boht+pA4wh69RAiM7l1FxN19gOboIqttwfh0p9wkEouQsm16E1pkwSyLuYhDP0DyoFwtN+gfHYZGCpsrqH+XHCWuiWak7qf5g59eWZVJnUAMVGnHve8nrwfesPX/QjmKCYd39iBpI0JEy3X5mPsvyM1LknkrUlkNvWe8vHRCiHrgulxksNSKV2KLLu+NmePlTlRbIPi3zN1FetR150r0RzbzvZlbq5M3ulMH8K46nmg+6YjAWtfjnNjkps35aw9KWFkyWczf66JyRWyPabMAqSVpHlQ4X2UVMVhfBJzrcyiILl2qb2ZPvB/rjwO0qY0U5hTi4G4FuoCUKxjNrpz4b5J0fflc2im3clzn2sXyIToGYVJqT51/6JAvOSCUJjzOWi55F3mzxLGYgISLphPQRBHmIOzQr53k6D1CrRawb5zh/5uhWFToX31FkxvgcHCHHuOlbDb+/uIzfKaOkYjB+CIQHImyDsfvaLeK74lejrLWmqdDplFkHNspucDeFBdR18nHYhN9qvK8PVCDEhCbcmTZgwL09Kujj8g7e2PIf0Eda2Pqm5iNPc6y5/s76XDyQfT6Fl+qaq0r8YUwTcNLOi73Z5zwfk+yjM5nw4MAPdD9ZmG0edD7IOZJIwJYGWijNL37Q9MBhhifzp/7WRc5T4iHtdjH99jF63r3GYF29ZwjWFLuscdy5H+fKa6BvZsMef2ezif0oDfkZcBmyZapPmzhySifRgDfpdWgihKGjTvakVXVzzu1RbucIQ9HtktSRhsYa09Veasg3n1EIfoeALubmDvrmDfvfXzAqhf7UCHI5qPTnGuNzW/L1vBvXyNkAvQjsDgGGAdDrzGujY9f4nfK9U1g9vrK9jbTUijZrYONI5MzpwqthJcKEvM3v9U/f2vLNbyH1mZEV6aGs4YXlCigZZBHAZ2uLSWF6yhqY3xes0TbBgwvnzF/l9twxOt4kArIWKOmD6WDrO6Bq0qHN/eYGwNrn/QJ/k/x4YwdAbDpkPz/+fuT2O2a7b0MOhatYd7eIb3fb/hjD253e1u25HHNhkwKJYJIoQ4WCFBSJGIHeJEoAiEhLAMMvmDZISCMOSHYwcZxwIpCTGGIGJiR4pJFDyTEMeNu9Pu7nNO9znf8I7PcA977yp+rFpVq2pX7Xs/73fO6TQlffqe9957V9WuXcO61rrWWg8TuvsR5mxhe4PhpsHDTY9xDxw+IozXDtPGwV6PwEQwJ4MX/7EBeYPV6QNg2gLjlcP9rxthdiOa1oKMQ9NYvLh+BA5bHB43+OWf+ZiFlMah+/iA/faMH/raS/zO3/Jz+LHtJzjaDj97+DL+k7dfxat3P4TrlrAFWLPgNx4AcZEqgYKECi7C+HiOyTGnifOPNA2MRE0FwmIOAWRIhEn/XTa938RbznfYtbBdAzqcQcMIOpx58wMUyKCgZRmvOLhNc5pgjhOaxzPoPPKmfTimPgFu4I01gCHeUKlrgzaJ+IPze0mgHCAVfLUQ5w80BsYZiNXgV+6TuawtvQIwuy7Oeg2ANPBRJQFNftMTi2eISmpdfN8ciCMDhmL5lDqUz0awLCtwnoxPZm0PfbvwTsG5Wv7OfU6JeE0bk76TWLY1GE+0oIaFDv0cEL6rU/6uOvIt/8CHakKdCN+5nysrnAMojYabCG2OWGgw7POCBrEO/114SApKhAxwhwSyfVcG72pcS/M1jIVRQkRN4aAFUBu1la5RAZ9kyEj7p6h5qiPa+fqci/ONSI1LSTmQWK1SLXiIwLsUllq/vxecc608yPgIhOk8cK4A5kpWZ/GrzpQXxeel5ABbzSnKIisnbWqAUvC51f47xb5WhH7ef5rQPvdfzR+hUOt5qX2J+j6dT/k76P5kihQ0BJg2/qbWdbImdNF7cObXzu+jfLoTOp9E8cv632V9ytsuWGBiREB/3e+7YT4WxnEW1KTglwUAplfrNFvLqfUpHxbVt9I9hTrEfQJEsH3D9DoBDM6BhgnDh1ew3Q2cAcs5DkxNGy3MaGHuz6DTGWYYGQDK92haYNNher6Haz1gInjKm4V5ODHIC0E2PJjpWrimgd11sK2fd855Ohz3CdaCJj9XLAMuAVb2I+8XRvE94BzoNHHwi2FkecePsWs5boG93jFV0CC+/+RAJ5ZjSOQjAX5tw/282fMzsgc4HhtYy0E3jmceU4ABqZ9bLOBfA80H8Rv59yPLz8VvayMo229gu4bHBuAAgf77knUwj2d+x2EMAI6sg9t0sH0H9+yK1x0Rj5N17HN2z9Yqmix/R22V7ztM8p7SDwKv55HfyZwnHqORZQPabFh+220RlPBeVnemYXlMFLqSLmGa+IwjihH0gRiFs21hrvYcCPFwZMAFv87OAxsnth7Ans7AMPA3dg5ETZhLvBZGODsFGYhePIMVaxzxe9LkwfzZM+Gmib+FpIEAgM5bNruWLXyeykrXtwgBEA8HxiXgsycoL5qG55IFzMSyKx4PUXHQxvVUK1R0UP1VUp5tv+L+3h/5JwEo7YfPYeEmyx8Q4Am12/Jhs93AbXvWPjw8zgVafXhZ3lBotwtmWhon4HhircEwpNpzgE3Vmw1PlpYtUNPHzwEDmOMIejjwhz6deLJ13hH5dGYr5fmc9rnrWBvjHVBhDNx+C7fpgdYw4Hk4MB21bUE3V5ieXfG18wh6OIKGEdPHz4LmpfnOa67La6Rc28BtNzh97RrDNR8y/ZsR3dsjzN/55SiY9V04zCX1hHMOZrdlIHbKAsLkQoxoIEX4krE/pVTYouZZC0u5wOC1NknuFUMw+z1ov2Mz+Xng/IjeJxJAyPMyK5kfWK4pXUzQqp9LH4rvkvsb6nqqwS8u9KHm61DSOOu+yM+Zle+i8Am1GSGun6LSI2lffVs/tjmtJWkr95ksjOvMMiHjqjTWSxTWKjV0LdUw64/UuSr89VJVQm8qzZOVfSmObdIPdVBX6ljV7qW5U6tP1soSpa7Uh5qlOP9t6QBcevdSf5b8ifI5WqNT5s9dKpU96MlzU49FyS/5qZbGNXMp/3e+NmRtr6Uh1sbvkgyzMLe1ZWy2RpYsZkvvv9TmpbJGHls7H0p16bm5dm2Qgek7VtR2PWi/ZXnFxxkAEGIQJPRHUZqJwFvbDz2wD6HmPRvInc8hdkBRKaBkCeq7SC31Vj6XK6OAOG6iPMmjeivZRcsSyRC2bYxyToaF9kwWLFm+qWtjvjerEoVX3is833cxoIlXMgc5cYE1QBK8T4LXqedmcm/2fOKbaV2IfxCKZj9J8WNJXinunE9DIH0X5TnAlsJxhL1/gHn+DLTZsCuWKJNPEcDCAzT9zoli2fmghE3DllZhFvVsBcTxBHt3H4wJcq9mHQl4FIXwnHFmee57UOwGtl5S34P2O7jbq1AfnQYGYqcz5/9WVt8wxD7gIW233E/n4N7exbkkyn0Zt4b9CMUq6M5DiDhKm02wEP+5v/Mv/HXn3E+hUJZonH/cOfcHatfX3vM9LeMEvHzNA7DdxIMjaAeVtv548rzyAYTrOEH8QNMwhlwe4rsHQzAAXDvEDzZOcdIBcw75oHJk+AXdvLkP14I/nKHoAzdNPHmcC2ZqOAf38AhnDCC8Zr8ww2azUYtqHJmm+vAA/FJ0vnd+oZnjicfFTrASitaPkURH2n7r29jKwvaTczoc44F4OvkolzzWIUffMHqq5BCSrZcF6Cn8v8i9r/ghOevHCEgPaP3cpP721+zpFHIw6g09PrYgACfavim7vEI4nAl//hCY+P2Lz8gN+SHsHID0sJpHUKwIf6Ux9e8TLun3XBIArBoH4nDUooVKKlwrsPhnqgFD1ghUs+ezyvT1igC+GriXhL3Zd8/GVrelSwn06HudCBtT/d6kvoIFzk3zufo+wnVJmJjNq4LwXQRRFSE9B0i6n7YyQd5XyNf1i5VgTXkKQCv9u7q2F4paJ6vu18/M2pdnC2siWURqr1nbbgl4z9ovrA19/dK8zBU/uu2l/i3ULzlrix3Lg0/l83Cp3aU1Wrteuze/Pz+TavWW+pfXs3Sv3CPVe2HaPrsCHTkcvvvkwEL/+VwEIBeVf9IMeXrl6ZRYFrkLBcAdznkvS0i8Be2HNqqzKRR1/pc6UgDRSbAwIMhaDIqaeF9FgSFnftIfDeaKyk7V3mGaj+GiUtivs7EQMEW+S+m9Qz0T3IgkfzXXMczbA+LYiIyWPSfJx4PF2lCk+jZNAOd4PHh2CxtKAtPLs74CcMzXhg9WSAKehZLr05Y5ZSWVPNeQ3Hp6nnqjghEwCETlRbvhfp6mCMAAxg+tj8zvI4W612/CmJvb6zCfrTI0MKuI00JQ55kr2w0wGAZw1oVope544nvaNmIbzfo6D2yJvrB/LtE4/+tEdFy4TgB+12Lt3+viXGKpYXoEO3PSMMKGMPyGOeB9x9e7Npjn3f1jcohQ24Juo0MwDCNqt98yYveOpu54YkpcBmrMbgu62sPdXPGHfzzAvXnHH/D6ipG8B3eS1yO0Q2OY6ABipKucIjJZYDoF03PQFhGFBeIs84GpsUAzxXDI3poVNDfy++EQwLFzLqRjaK6Vw6to3YC4KRsKSSwTEJwnWf0iJRO2Q1L5ioUtAYNycBScoGf5xeQZWtHvpcO6dlDPrFIXhLLw3vowX6l5z8saYajYdkGwl/sWwzoWyhpBd60wLMLJGoG+VvesTjM/rHUgkpL1tVavHseCNXPWZgmsyb/zKLVL75EHucn7I3+vqasmYNTWRqnvl76n/o75GORKl0ulZvF4ylqt9XONcF56t/zZpTm7xtKypszm28p3nP3+hL27tse9b79L5X2tZfrZmhJhzX635relskbRsjQ31uyX+r413yTfHyvvxC4ajmlnhzPo/pFZVF3HMoZz3iffpsFVgPKYUuHcBS6zQwq/zxgqlfuKJQdCGfMlJmGvKa78fts0PtibAWAL9apvkTMuAl3dKSVM5ayZtV/4LVjuL1h/L8kRNevxUxQcouBxWaBBD1ZCPmn+B4OWpmHQ6Jl2tN0AtktcRtjPU1luReYbRw/wJmC/BRnLlPNx4+MvWJirfTzXBWgqy55zLjHEBPqwN4rQs5vgi0fv7uEej8Dbd6AXzznQy9e+zJROcWFxDpgsDJnoHqKUI01jmH0mObgB5SrVwNxcR4Ca08MBtrQvsYh8WQJ7/6OLTwP/3op7vnfFJz10x1MwWQNgQEcUOcpABGm7DefcezwBxyODxfxjbnYIvH5jGLE/HpnbCyiTqomRNKX0HdzVDuOH1wABZJ9x5M/jCLx7YGvd+RwmQMhTM5x5gqocYIFiaAiJH4H/LViqpin4+4gJW+edYZ7yOUQeMkIz9ZQHAInJPryjGtPAofb02BC4QtH/qklMwws5zASymtYOKBxS6UYM8QuyDtR00SwfmnPe7C5cbAo+J4H+qSwnCb1I+lMDfjUBv2jFWdCwLoGRwqGc+IiWNO9P0R7XSg4u9e9ftM78oCsVOXQvafxN1KrGdsx8/ixa5HKgz9+8lhB39ndNdqPC3wn4WmExuQQ4lixn4n8mv5WE3VrdS5ZI+bv0fZbmR3h+YS0t9WHN3HMOs++59OxTAcolS06yltfSX7/AmrpUb/XawrcAMmVANs9z8PxFAFjSpxX71pqxfwpgnM2xghLnfSyJ79P2F6nr0vuXrtf+XTyrbKTOGQKdBw7cYV20cNi47qjVVis720PzSJYhLVRj2PjdYK5HvAB+ZknDc7eJPNBNhbar933t2lCi5VNWZz0CaZP0L/THctTv0CdDIAhVU/WHDEp579jiWAZ8OdBL8gCqoFFVea2kzM0VhKV9YGHfc+F9VXBE7YNvTPANJbNRKT0sg8K+Y3nVcIoGbn1Kcj260wjAgiYCXr+N1FUV4I96DqoTonGq4G5yTY8ldR3slz/g7jaE00c7uIZ9Vnff2bK71Gg5jsRoQW/vY8AYjxNAFOolAObm2g+hY6DXNJwCYtPzerjaBz8953386HBiF66uhb3u2bd0mEB3D1U/a12Wkqr/qYtP/0qXpgE++gBmnDB9/AzTpoHtG2y+/Q509xhNtUAS5MDuOlDfgnY9O5uKP5zQJ4/eWijWsas93J65tTSMMaiHtWFSS8AL2mzgmgbdNz8Pmgl3c8XOrMcTW+u8Zc2dz4GbHormegs/2Ln575oDbAxrPTyAI8WV5wf8Bi7gUMzBBl5D4pjyqPvgTfIhCbtz/P+mAV1fBadWp3LHJDz1PKyvCJxL1DD99xrNnKaCerBHbRuBug8UEuimhn9L0lpA5RbMHfKDP0dB8NfCetECVzhEk/etWCFyAT3ZUAsUzqSN/CCsWHby52rX5Xddfw5+136rUF+BtlnTgl7qT6kPuTVrrRUle6diKpGnvGfNPwlAQufLAcJT6HpVi3HBT1FbENcoGmZtZXOz9kw+Z+UbLI3douVtTZulcbsw93V/877U1kV4lyeA7tq9yVpdaUmqtVUrT2EA1Pqjhez8GzxFUTHbyxb2njVjvGSdyu+pPVvdNxfakHN0qVxcSwvv9lRrijy/pBgr9TkoXgtKoBrgmyZgYFoZBvanK/q8a6UxBOB0AVy4aQr+yKY34bwO53L+7lxJasGT/VlZxRLwop/Lokw7TOCgUAWKfFBcp1hnJhuIMlwFxyGX7rmlSKmBNpy4nfh3KVjiGPSVQWSeuzjWn7afBB8bR0ggLX59kW0qskNp/wsNRBlmlt6h8Hv4jUj5zSngOdkgx7rzmWNlbHuWnRvD8S0Adoe6e/BuSS66RRF5hQHTPs1+B3TEhhkg+PG5xlvbDkwlTWTV85nZfW0TUhxM+w0ef+gK209PaN88YvetEa41cMbAdQb2egPXcYRTc7ZohxH2xkcebQ3adz5xu7PserWRqP8ONI6YvvQc07aFGSbQ5OAIGK99MEDn0L06wO12GL/+DOfbFuPO4PCBQX/v0N9bXP8MQBI8caH8qs6zBzi46x2GZxsM1y3M4NC9O8N1DbDbAPf3wYpGfcfOvocT2l98ALYb2Ksdm3F95E0ptN2GSDn2cOSQ/uczgxxjgJsrvn8Yw2YDABK2nyTdg18cbtezpbFrQc6y86ZoMIg4yqN2DtaR13wUqVm4c2X1IzF7y/3ih6cteH5jduMYJnktdD7X46Kp3NcbeNGnc9CWsPYr0w5pKwngo/JFOlySGFueK1Ad0utKiCsczhJZNdkWLVv2gvlf6lBWyZnGTW+eSsCvAr1aWSOUFcZrljg80agrjV1Og1kCI2voP7X7LwnXuv/hnwWAs9T+bBwWBHBFgykmvq8J3jMhaklQjdQT9VLld14EMXN/j/z5i1bOcP+CcJwBcqlzNpculUuW1EsApvbvS88UBc6CNVaE0CUhfa2VrtbPSxbFNUBvzfXvh8VviV2x2HY213Mtf7YWq23N6q3sJWuAeb4nrdlfLyl6tPKl9EzOHFj7Pd5nv11SPl2y1l2qf+1cWqN0Acssi7UV/eIZ4CUWJlwGeOmltNXg06zuz8+FovWrBERyy1muPMz2o1CvtpRB9lxlIfTxC2asIelvE/MQi5WP78uVTuk7aHBWZCTJ/4UBlssvkwLM+Vh4BXeSmqNUSiyd/Pup/UHkWzcOIIkK7oP7AQDRyMDMR113fp1PL65BpwHm7uBzOTrMUmt4SqeTFApty3ntAB8r48Tstvt7zvNnTIhnAduCTjFOB5yFGyz7gb5+C9N3uLJf4uiuAOy+j+0aTkUxbThNx3Td4vClj9CcLczJYvvLnLLB7bfMNJysj/sxhOfN4zmyC62FmRz6l48MKLsG4/MtYAFzmtDdEbq7CdffGNG8O3GO7cnC7TaYrrbl7+TLr26wN00wn79F97hF550kaYhcWwdG7WGySwjXD54DznGej9M55IELYb8BiNnV7Pfsb9e2ISQsjapuE3m0bjrDvnkLejyAnt2G3DLm5buQZ4Q2XstwOiOkFzh7ICaBTabC4pnAYbRFi6GjSYlVTyb7MASrnBtdtMwBCe+Z4EGSsyHhKL//ZV8sIvKJJ2NfZ8lBpe8BuJo0MMtsE36CEFe6L9tMw7sqK2ct4mJNg1YsCojNNFpS51O0vyoQQNHXUb+nDhpQohXGzszbKgnzS4JJjW6bW6my5xJAWqOK5XWHg2MhlYm6X2guACJ9uDSfakBnyQJQFK7mfUn8ImY0mNp7U3Zb5T2X+rIkvJUsp8n1FcDlkrBaa780B58CjtYqIPI2Lt2zVOdTLGVPrTcHQpcUH5fA9nejX7Xfl4Iz5SA7ebbAcJBndJs5WFtj8a2VtftY3pfS7yXFSbhmo8BaYlrU6l4zD2tKBPkOlxgjeV9DvRWmxeKesfbco+AKApGHxE8vDxhWGJfcGldKlVFLmn7RKmyi7BFA0wSOXGgR1qMECOFolCbIhrHdGIEzSddiXQocveKVjE3lNXWtMADqHSJziDqqyy7hURPnI3KgivnZCVQC1MT29b0aKCbU2yWF0dJZE8B8JbiM9H8Y4Zzvp/Wy7TgB5zPIx6MwhnieHU8qWn2T+LCx1Y7dusKc8HkCOSgi+wKaqz2w2zJl8v7RpwUT9pcFzhOcY2ZfiIZ5cqBf+jS0E2jHznFSda2w8HJ+nJeG01YYwz6EhxPc4zkalxoDnM4wPpgMPR5DEEcyBJgG7fUeErG/FZ9EzxB0htB89CHsB9c4P99UPobv2uJVfuG/yzn3Ny/d9ytSiBis3d+zBa7vQbc33vI1wD74iD9i3eo6kDOcqmDk9AchSAq13rlz8n54/PGtj5YzozNKUdYhAHx9HIG372L4VzCwwmTjRjUMcF0HAk8ophdqS1Nu+gfCRuSTcjt4TrNEKVJpCDQPPkQ48oBS3iGEMybjKasTckufG8ZQXwBzEjnUUw8SjZT0U+Vkji8AAQAASURBVGuZbIHqkUc606WiiQv/FMps38dFCnhQp8ZNIjPJohUKBfzmmOcymtEtKv3xfVoMa3+JIlSruyi8ZsAtFwyK9RaEq9K19+3bUpuzgCIFQFSoOwC40hgsCObF8c/HbkmQzvsZ/lkIAKTqTYL7LAGHJSE5qVPdWxNCa+WSNfbStRLVq/i8zGf13kuCe03IXAI+F9dMYV1cAgCXBPWnCLxr71kCorV5qMezZKV8XzbBpeeq36PAMLhU36XrJQBY69dSve9j+axZCPX6rSkyaoLvpfJUS3ftmaV6S2tiqb3ab7WSW7qcC7kJF/3cSxYxrUxWipFigvi8n7Vx0kpb+fdsrliWD8iklkm5V/cDSGSCcA5osJXsU6mFUb9/AnLl9wyE6neAcylADZZBbSXDclkCx1qRkfe5Vvel8yhXOOj3yYud4AbEYIEKVIdI+M75XK2GAxF6Q0YIWij+lCLrSjAUlTc3xNNQfoFu5NyJ5FyaKkyebxoOEiNF+w02DdA5mM9fIwQ7lP8PY5SPXyHIpRK9njacHN6dTirav2/v7oEtjcMAezh6qq2LrL3HR8Y22w0biyzTQYNVvG1AxxHd/fK5ucay98eIqAfwvwfwf3TOvVnxzPen+AAtVnzspolTDwCRhuh5vc7vQWhbzufRNnBEMHcPkcrpNUs67xtJHQJw5PcArrKVIYDNUxZIccXpcIoJxJ0L5yc1Bs42oM4VOfBFPrRMcg/anNKwCXdc5w7hBMvso+Ykb4f0VzbuEHnKhHcJ2rDGJ5b3YwhZdFobpcGPXvAlXrfQJvJNp/RvOwXNHYmZfUL6nYjpCjNapnVwcPN+ikUU4I1lOoe+U9OEBLoctrcc9XNuJVwQ+JcogJcO9kTLmx2m+fUaqCkJjnl5ikVhDTUoG48kuEwFQM/GSb/rTHh/glXnkrWy8O+Zdlb6s1T/pbIGdD7125Tm3UyoLdEi9WGP+ThfAqmlPl96r5KQMBMkVn7XmgCbW0SWQNIXXQdL9ei63heI5dcXrc/ZN1gDUC5auCv7zPfDGrm0ny6Vp6zFkiCc3FOZ73L/2nae2pfa76Vv+0UB8NrirWBBuVphVBQjQfKFOgDIn83B2pr9e+lcLT1XXEMK7Gimj+4PCVVzvaJ27qeu9yalHC3shUX2SH7mr9lfcgVSEZA/cT1fOiOU7BcZYBSV8EDMdRjcmDyTzrPt3N190l5wW/Iyq/PuOnAuCSjozod5X6cI/OBszMcIPgKZrWeQ5CEEYv/OZw9CfZ68ruN0aRvHwWP8u1Pj80h7I4M7HjmeRNeDyMA+PrLLF8CyNBAi/Ac5Hg0znj2YdQ+PoKs9y99tw4GSzgPc23egxyPal/MgPrpcBHvOud9JRD8O4PcD+GtE9FcA/Enn3J+/9Oz3vAi488nTnXcg1kE5oLU0vtB5YBrlMMI9PPCABadhCrk4dL44GBPlPL0os03XWReAAuegG0KeEAxDSMZpdltuw+f3CxoyINtw0rxyZHgyBOpATn3QG56nfhLAbYg1T2tFZqDAJDSHEKU02ShcGFPN+y76HS3xuvWGmNH4kvu1JioHuhJmV7jnTaPGcgrtRUtnEzYRrUGnvvd+lJP/fwMHRe/INzC9UeaHi9YOynsk80RpEvU3g9oUhTaUXa+W0iZdeC5uuisOU+nr2vb88zOLZ9CO1iiVld/1NwewTAmtvE+lb4A6gIO2s/BOpe+s6rpEY6kKizWgVbsnryu5tmBRu6hIKNRJhetLQpbuc1J3Dj4KgvLFb7ZCqXCp1IBwDehdBG6F71KaP9pKVytPAaH697Wgo7R2LoGD2vUlIH9Jm196ptZ+rS9LdeV9ro35mt8vrZklWuf7lEvWxaKCpML2uFT/FyjhLDwcWLk8Sfqj9Gyr50299C2jjMMsjyeC9lxRnLRb2MeStgvnZq0+f+27kl5qzVoopggpzNfavF9zBsg5q8+iZBy+mDIzzB3fDoM5b5CYpgCgnA98GBT5AphUyrC061HOI9XWzAhDJu7HQGSt6ZgYbQvstlyPdYCdGCM4n1NagF9guI0xYqvEtzDEPoEiL7fMGHSWoiXROZjrq0g9tsqyONkgU0s6NXRtCJpo392FPmiWHlkHZ5fh3CqfPefczxLR/xTAXwPwvwHwW4nRwB9yzv2ZNXV8L4qbJtiHA4OnEIzExHQEAvqACPqcY8fOxgdxOZ2YDyw+fn5yUdOAXJtSNkPDLpp+M/qC6TugaUJ0Sw73zwAP/T46kp7PSBxnhSst1rSZL1icvOFa0CJkXG1t3XI2UhtzgU38AOWaCObWAJ5nHBaNaCHk8WGcLaii/1r2dwL0MqF6Vdo26R954GoIZFqYzYYX5fnM1NIG0bJrWu/XyBob0eZYScSqo1b5TSindeagWwLO1KyY+t1jVMcYkSwX0DXNI83vc0HIBuobcWGskzEuCt8Vn0D975Wb/0zDW9VMRrCfaHVLiogq4MH8/oKgWnYkp3jQqf4kJT9w/WE/izorzy8JAEFY1FrPOZVnFoxojVY7v15QqKwWUpLvpfqSKztqfQq/lxQRhW9ba7smEF0UYrSyqPLcTJP+BM12yfqwZEXU6+dJ7RSEfV1KKUjyfpaUA2v6EBRiF+ZMPhZLZc191T2t8L20IjIH8qU9YTVQXrGvrikVxdOsPl1nDXw8pQ1d1s63yjuFMPhkYlwETXP/IudU9n4ztxj9/CVFU7628vmQR0IuKn6yfa/S32IArHwdVJS6VSVi/k65AmBJQZsrDfU9pbKk3Mz/Lj1X6rPeK5Jr2XuK9YwoRLZ3QLBsgZiNRhK8UPpj2GJGYljR7k5iyBD5V+JjeEAUGHCe6qkDIsJyRHrysmEIhugtidhsopuXcyxP9h1CSrLjKaRtoL73rmHE+fjOBnQ6wznrDRVtxCgA4wGpU1y6RgaZGEfgyO8gLlUAYqR9KeN4cT9a47P3mwD8PgD/EIA/D+Afds79DSL6GoD/F4BfMbBHJPREnlycA+40HwjAB1iZ4M4AffoyZqc/HJN8KoAHTz4Be9AqjBPcHaNqdF2YqLMIUc5x1B2xKsqkbhqO8nk8Bh82/p3SiFQCKpQ5OqcLJEKlAiHUIP7u64rgAqAGSd457ZhMkmNEJrl0hzvKv3Ux4AkMBd/BPAQxMnCqOq4/XvLO9QMi0xpKyGQg5Xr7BQ0gWvmI4BIZxyb3UdPAjUMMzrIkyAAQqyM1Ei66if6I2mpHJgXc6jAra5yUL0MJfCd9uXB45PfwQMTf1W9pzj7dpQwYldrI+h/rF8f1XMhaOIT8e6S+H1R+zt9fUywULYuqbxLyOwHr6p0BRFZNAlYXhFmtka5Yt1VnAaf7gfTZgiUmSQER6qH5XJq1OQfGekxmtNqSIiazOsfXqMzPpA8rtcH6m+XvtHSArbFclurQQs6SRbJa3xMEqtJza61Qtb4UFGVBMz/bL97j++RshaAkuACklur+osBojYW8ZG1ba5l8aj/Xltziq4ACgPmYlkoJGKyZ+ystaWkbVH4ukTOi/FCMMvmUPikAN8+tV1m3a8v7rK2kb/nZJs9V+ru6X2UDQrkP2fwp7gfa4JCtlSVFUSIXLDyztmSKxVnRoN4HEYyPugDS0DQwu224V1MtAUSaZ9MAw8BxNYz1Sn7DMp81HOlT5KtHjuTpxgFwWSBB+ds6ODvOUnXEdglwBEweVJ5szO2t8/UNBpDYOI+ZMooMK+e0DN+1wZpI0wTn2yZxNfJjQdPELmeJrGtCuomiYUqVNZa9fxHAnwBb8QIJ1jn3y97a9ytXRNOhfeeaBiTAY1K/j6PPn9Ey71WqCGkSlEXL35+ARkHfFM2r/Ln8V5UNYGDnSnO1474Ip1f6KwBLTyY10XW0KA0CywCvK9JUAwfauRhARQQ70X4AfuP2E99E4VH7DSb5ZOSwMg3o6HnGmd/excAmpZJvqDVNU344ZRMebesB3BiD1ShtITWGgXrfRSPOuWWz/zBePrTEXA8Ey1+07ETteqRhVjSWzkVt/FIpUkgW+nfx8EoPi1q4/0UQkferBuBXP1N6R7kvE9TUvbN5pg6aIthUlr2Zr0X4PW7Is/QFhT4ASFOPVN9DrVkVMS3vR6RmpNpVN4rQsvBdcstjTfgP9/jAAU0TUqMUI6dlCqXwW/E9K4L1JXDgKlb9SxatkhXtkpIjf75oYVy5b+XtXepvrZTGbQmkyHuXLBprLKZL30Mpm/TcrwZBmrX3HuC5dm+u8Cm1J/M+/+6le4tWnKytmkCtn9P3lvpdeib/eab0WwFKnoIu1sz5JVBQejRX4i6dzbrUrMqXrK5P2kOWvmnBlSTvS7FObYlqyr+HtnLWyVyZWQZ52TN6joqipdFn0EIfanJU7YzNFatLZUk5X2uvtNfovkiAkrb154vKv0ee9jic/eMc/V1SlmHTg5oe6DsYPCL41m03LJO1LadxmCzXQxxd1ey2TNVsW5YTz0OQ8yU6vhuUlUwYf4aYIdZ1oP0OruXAjvR45DokUuj5DHc4eOueyuHsPHWzbdlo8niIAPeDZxy5fxhBw8j5oSVnnrVwh0PqhkbEAPH6mnMBbjqY45kZisq9MS9rwN5/FcDBOd5piMgA2DrnHp1zf3rF89+70ragqyueEH3PQsN5QLBEOReSZlPXptEXxclxGKCpfc6HNZ0lMRenTMvJ0QOAAxLtgBHTs0zYyQKP7wK/VgdSMX3nKZ6Rk+ymiQOsyKIwBKJILXQTguUvAjqX9CH0W6yZk58g0l2JTJnTe5R/mrY8OOdAw8Bma4JPOOlzjQggdZlVY4H+kFxPrAhUFmQKm5WOXAoATdsCngbrtCnf0ze1xTLRgoiVr0bJ0H1wNlJfM0tePgYJvS/3qSQULUmLpfR98zpqQo4ueoyfErmtcHAu9b2onAjXsvEraS61NsyldWUNzfoX2i99vxqwkHdRzxcTk+ft6n6VhB9tldbU3Lwf5C3WNQFsCUjUBGQ1F2bjX3oPXaRO06RATz+3NE9Kv629P79Xf9tLCqTiczVrRaFfSxFuLxVd35o1WHq29O8lIXipjirQX/geKljEky0XNaC6BhSVyvuAq7wva+9f2ndK977vHFmrAK2VWt9KY/5EAHqxae3uAAAwUSG+xMwp/r6wT+gSQM+F8b6wRyTKvFnfsv27KKeos6e4Fy4oPZdkocyCPo96awE09bOoWHdddprVU3qfog94bC9RWk5Tub0lRk4SBd2PnTWAAQOzxgAffwBse9Bp4Hx348h58kSGOxxjHcKeM8bL/yOAEwdMkT57+Z/6Hs7TJMlwInRYy3Jy04DQRMaYHhfJ42zY/cuRp5JuN8B+C5hnMG/vuZ/ip+ccA05JHn//CLQN7M0OtNsAo8/JfR7Y6rjp2HY02SRXJV1f85g0DZz0zTkGnADoeIbbbeCeXQHfnA+7lDVg7y8A+C8hYsY9gH8bwN+34tnvaXFdA3z8gtH16RyCoYTImVrgaxqY6yu4qx2mZ3uY4wh6e8+biY80KfTLkKtustGqZUwMmQqAvEVPU72oaUA3N6DrPX8UazmrfcsgUSafmyaY3ke3lGg9AOcNbBhEhv5bF6mIQp0EGDTKJDIEajchQlCy+CQvh+QnAbIolBkQ0ZYwY0G7Hd8vmhIgWFK15cw/lH6gS7Qivbnl13IBDAgbIls//Tt4S6m8n7aGJjRPnZMlLyWgKpYRfVuwiOZa7nQMF1MyJM0WrhedsTMrjaaR5FaXfKMuadl03aWifYAKB1tiOSscJrN3y56ZOfWvsQZoioj8OxeutaUaAFypL2XrR6nfeS6/OARz7eu8/wuaz6zt5Bl9b02bXBIUSvVldJrSfCsmfS8BZ0gwBlcGejXh+ilC8ZIQWqQFXZg3awX8vL6aUkruWbRG2/VA430Bw5pCBes2UP9+pX5dsuQClfVUsFCE+p5mTVrs49rna+DsfS2xpWfz5y9ZuUvPzay1C/2rgb7kzJB63mPMsz0lAXpdF0LWP8lnT99XVPYW5IULSt+0ark3Zc3os71I/89AXJ5svcaAudCZYpv5NXEnmJc586fMrmjmY3/hPIqU+fSZJLZA4bmkvUvKZ+3+oMeVPDCTOBZNw+ecyAZ9D7fpMD3bwTUMxrrP70GnAXQ6sywNcGLyR59CTaUeE6U+u0iZ4E/HVkTLbX30nIHVwxF05+COJ9jzAGHpGQ/QqOH3o00P+5UPg2FgutlivGox7g3M2cGcLdrHEXTDIND1Brbx68+B8/FZBxpu4RoD2xvYzoCsQ3OY4Fp+d3Oa0Dy0oCO/q9ttYPc9Th/vMVwZDHsDcg5mAPq7CTS5QCoygwWNy/N0DdjbOueCcdA5d09E+6UHvl+Fxgl098igRYJtbLf8kQefk0M0OgOnV6Ch4/NGNhm94AkAWeDsrT2NAe127L/X99yGVQFWxpT65yb46KDnKCgZYsDUd8B2A9wTg75gffKgqUSdExBStURM8Zp1QMMmbqExAvCLiaN/hj5J3yU3SCngiwSp8Y6o1HWcLNIQJ3y8u4dzp3gAhC6nQv5iKYHDEvirHdbK30pAXoigKu8q4+xBMYBZNFLnCEQu0ticSwFmqd81C1OpJIBLAYnivUsWgbJmcRFU1mgiQBUwlepKLJ+uHokssV49pZ+6j0sCgb4v/9tbyxL/r/w7qedyv7mExpgdoBpYM/DLaLuX3imvE7G+2IwShpeEp9m/tWW0fG9xvsm3rlrXUoBZ9kcsgB+pM1iQF8oa0KH7UhOWLwGqNUJuOBMq1MDiM0+0jq+11q75vdYuqfkvVTSZ8FhjASTfLFN6ybuamoC60Cfu0PJ9l95zyWK45pml30q/r7E614qedyWrYXJvTVG3QoFy0Qp5AdiXygxwyv7H+zdJcAvZLynz6XzK2aj7XggOliqYluvRyrlS+7Poy9U9NlPsXTyzCmeh2kOSdsMzK5RGUrcGaon+T+SfLNehCIWlc1TaDpXEsXdWrk0LY6Pq14W8lbckQ/ixcI7CHArfQFhXQAzEAqD59CXLnZ5uGQMtRrcjCXIS5FTJmS1GiHFkpp5zTHH0gRhNY9hwIQFYuhY0tn58G7V/WrCvvoV59xhStLXfHNDdXnMKN2s5pdrbO7YWti3oxbM4tkIT9f52EFZe3zNuGQZ29fL7sZu43/Z0Au22aHY77F/e+eTsfqysVUGSDMvlg5L5K2UN2Hsgot/mnPsbAEBEvx3A4cIz35/SNJi+8gLTpkHzMMAcz6A3d3DgXBZw7GMHgK084wj37h6NmHw3HfBIPFDORnqfc4FPLBMOPrIlTAPq42GX58WjtgXtdnBXO66jbYC7R+b03j8EUEd9z1Y404BwhrMWwU9PBMrWO246lwY/UQFIEt8/ede29RNc/BEd0Jgw6QQABaCXb2iKa4zDgc3nXQvqWri+g9t6v7ezLESfmqFpQOSQ5KVDReNT2kAViJoFx1D3SGLUaLlrQihf6LZC8BmvjfTmeiuWCkdhc0kPqoowrcY49lGNXcmK4lwAsMEnS+pcElYSIFbR1qkxWV1yQSEAyKyu7ACeO89XhO/vprUiF4JKFrgluqQXVOb1rW13/m/2c8PymM/oZ/OEwXMKpxzaZi7YzKwjoTNpO/m9tXfT47YIKrM5mNSzBLCy7/a+wuZaa0GutCjWU+hLbjVYsjQn7ZX2rkof8rLGIlP79kvPzerPlTAlAW1B4K2BkhVCd3W8q/c/AeTlv13aQ2t1LH2r0ng/BWDV6sr7Vltba+vKrfi6T0/l4F60Pprgv0+7Lcjvv1bR6UjMDLK/iCIss5ilFP90DeZUUc5HPPG+mCthSpY43W72W7i/ma81PVw6aFegLMpYK3kpCXaVRzkuffeKn37V5SPUlckV8nv4LbJPynJXk9It9bwhRDkFSOZl8vwCKyrWVdlP9bsK2BH3Gh8ZM9bn/P+8fNr5QInjyEnJj8cU1EhMCYlkSQQ3nZnOKcFT+j5Y/2i/A7YbuL5jNy4/bkbPEcnZZx3Lz00D1zZsoQNg7x+YWtqx/53bb+Gu93AbztFn+wbmPIGGCXR/AD149zIA6Dg5utttgK6F3bagk6dzvnoT3KJovwPdXMPe7DDdbGHOE8z9EXT3yOMwTYFx54hgP7jCtG2Bny1/JmAd2PsfAPjXieiX/b+/CuC/ueK573mZNg0efpCNjJtXBq0BmkMPnO8Z8QtNMmgObJzY1oIsLx4OWuJSP66OQR4RAZsebrfhDwIwCNvtgHYAnU7RCNQ0oNsb2A9vcfzqNZtpTxO6ceJwqoLcAe7fbsugb7thQHU4wj0+pokigbAYiAie8AkiUnzghjfCgTUCMdiLiVoNKSTAzPv7CRXDKT89vbC3fQiB63YbjhRkEQLYBOEXohWxDP4Q6y2mEbhQkk0ro9DNfBaniRc7kcrV4nO4CFdbknQ2DQz8ZpIfcGETN/NNzGWHh/QxEcwKgrz4POln1xzuXhCr5ijU9dXoVhnFolZH0Z+uamWY08OqfSs9ntMhM+tRVnH83QuZQgcN1rUly1pOgyxaIReixi7RY+Q9pik5FGfvJprxShLePAqrCBfFQAJe4EreOQcDNeBXtL5VAhdoBUBJw5wLwO+rbNB1FX9TbedWyCVhPwdOa0BMsa+VtRrqrQHHBSBcuif/RjXgWRurpW+8VLQyRMZYf3NdR+n763dBvrYL3+spljJ9r7Yk5vcu1VtKSZGPl350jQJH920p5UVtTuWCta5vTbuX9nr9/Z6iZHmK0o4IgAtuJvW+mMTqFPbujCUSQVicP1ZkLaj3Ue+v960gE+h2mxQ46cjDca+Leze1XTy/ldwiMlGMwK1fk1COPL2g7JNbpgRdJu3OSkmpWQK6Wd+SiO5NtsfPHiiD7viTCnaYyAAawDYFmShVuDjL4J12W5ajuw7OeivcwyPLtJsNcHPFYKhpYB6PfP10DsYYdz5HUN61gY2GvuMAjB9/ALfrQecR9O4hJGan7RbTixvYbYv2s3ccKOXxwJY0MZ5kPoXUd7BXW7jOwLUG+MGPYM4jzGEAvX4HbDewz68x7Zj+2hwGNJ+/g3s8MrBTUeJpv8X0wS3OHzJLzpwtWuPpo20L57yBhlr26TsOaIhAo2W24vHI4397A7vfAi1/o+buhOb1Y/37Yl1S9b9KRD8J4CfAW8n/1zk3XHjs+1Ka04Srn78HWsMfdZgYgXcdHFHIiwEySSoFcXKkyYI2PifGeeCgI42JljEpli1+7sUt/9s54NVbfkY2FtkgHh5hGoPdcYDbtHAbniimMQwWvWaCtj7xoncWxTiGxI4hLYL0Idm01IYxsD8eUTRzkwROkftVmgHuugsaFXIu5PXQZfbupgE2PeyuYz9JAE3XA41PI+Hz7yTBWi5FdAwdnGuWq74mcs0DUqeC9wZHcUXdIyWQu9MpbmgNa2lCPhVkQLppkFsncyFopvXKQYu2NJUCYtQEtFn9BUE8F8ZKQmJ2bSnQiBxqtbQBRZ+DQIF1QaOrQa6OKhuaUvND3rHo/7cE4MJ4xmBC1aIPxpLgvhZ4Z/W5CdF3tmLBjj9GQFRNKi91k0nnUqKB9eOUaZRnoCERZimtv9hsBtRLVs01gEk/qwXaGnWtVFdJoM6ts5f6UOrTEjCT/ib/9mO4pIi41IdLIKcE0krt5WO5VDIAryO/lgHJ5fmR9GXpecpoviWBrzYWJYtVrlzRYL8E+Ep11t659H1LZVGhUAFd4dk6AJoB6tL4rrGeliwnimL+pDQmF9oicYMwJlDT8uTVYd4VlYlNCrSKZ+nlfkip7rsybwyF4HwJmMqKpkKG+pQiUZ53Y/lMqu752TetRYGe9euSQrxQb7UfEl39opuByf7pzzalyMyD1y3VmcoS5XnuhpETgQdKLQWgR13HkpiPTgmAo27e3rC8bC2nIfDuT4E+KgnSiZhRRxStc8qFx9w9wjw2HNhEmHR9jxCNUwXwE2OBOY/AGWxFu+YUZa5rgOc3AMDg7+HIv+962Bc3wLMr4HAGNl14B9sawAD9yyNomkCPpxh05poNV2QdcDozJnh7hnnwVtDGwD2/5TzemzYGoTycIYnVl8qqpOoAfgeAH/H3/1Yv5P0rK5/9npXpByyG/+UdrrozejPiW3fP8ck3Psb+Gy02rx1uvjVh3BlMPTBuCafnhPMLhx/5e76Jq+6E49ThF/6dX4v9Jw6bNzY4O9qWMOwI445w/Bg4P7ewzwdc//QGZgBsB2xef4Tta4tnf+3b/GGcA3ZbfPr3fw0vf5vFr/n138ZNd4e+GXGeWvz86w9w+Fs/hud/G9i9mtCcLDtVDhbtvf9Yk+PQq36yutbw5Gl4YjlDsL2Y0QA4wBnOJedazi/iDKE9TOzsefCY3BiM2xbThp1DzdnCTC5ODguYQUK9OtDggaBzoF/+nKNvErFzaWuAhtBe7WAca2Rkcw0J4x3nC4HXlAQLHBBpstp8Lwewt34KJTQUY2D8QgyF2HE2lK5jjc/hEDZb8qb6wAu3NgngE2qzDrATaPARlPoubtiD3xB8wJ7YJwV2PM1Ep7FASYjW9FtVQr3Z9ZjLKMsHpx2oZ2XBn0b1IWpkfZ9DCH5EDZf8X4oEPpomwBoGx0ooM5LzUgm67BfqwbfQblVajBzocUCkFrOjy2++qSLCcf/1vNAbnoDNPAdkTRuqxn3pueT76TmhvrWkMygCXqXlTr6Jfiff//I7qXt025pqBKR+wPk1uR5+b0M7Ja2zrmNmJRZhUGmSi0Jg0l03f/8CKMmFCi18XBQS9R5SEHwuPZ+n40jWsltW1ixUGv8ufXslrCZzIXt+uW9pG9Rl76lpaLU+FsFtxepP6VxO5nvY9938XQvjn+x9nnUSrQxl4b3KNMivrbV8Viww5fn6hPmo12ANGIdSoPypb+vEDWOh7zolTFV5uPaaZ9JI/82XPoK72oEOJ96bxyme4/qsB8K/c2Xf7L30OaitpktWx/yb2ime3bV9Jb8mJZ+fNkb1Tq7pgCIi28j9pT4uFb3W8zFYUghr662spRrrobT3yzvqunSfSvdLuZTfNdsD4jVi2uGmw/jxLeymwbQxOL1oMfUE2wLDFWG4Bo6/8YAPnj/gw/0Dfv6zDzF8tsPVNxp07xyMb745Ae3B4voXHwFDsK3Bw9e3OH5AOH5AsBuH7p5w9UsfYfPWAgQcPmzw9tcC443D/pcMdp85bF9PaI4W41WD43OD618a0N2PaO6OGJ7tcPfDGzT/xKewjmDI4SeffwtX7QkdTfjm4QUMOVw1ZwzOYLQN7scNts2A3kzoTByrliysI1gQ7oYN3p53+PTuGj/84jVGa/C3f+nLcK97tPcG3TvCeOUw3Dg8/zWv8Wx3xLP+iL4ZYR1htA0MWbTG4ll3xOvzDvfDBvhd9U+zJqn6nwbwawH8h4icJwfgVxzsDecWf+dnvwIaCK5zaO8a3P4SYf+ZRX9nsXl5wgYMgMbrDv1dg9Md4WeffR2wQPtg8NHPWmzejGgfRpiRJ/1w26NvCbYjbN4ZDFeEcb/B/jsWZnQgC3T3E7p3A4eA9ZEeCcDtL57hTI9vf/oD+OaVw7i3cL1D+7bBs58Hrj4Z0b85wdyfo3ZCgJV1HNDFI/uQnN25wPF1XQNMnLjdNRS0Igz2+P/Nw5kj+hxPgW8Mt0Nz5M2YhilsCDT69ifL9TcEmnz7J0586c5n4HhC07Uwux7T9Sb0WdJQMFd6mm80ErmzJGh7rY22Voboo+OYbqR5okuiAPacc6BxhLPMjQ5RniYTQcI48WY8TUDXh35wsk0fWXW7ATWSON4CboQ7D2mQF99H8f2TA1esLvwsZhYa1urFAzM5+GRz9UKyk/rk9+ALaZO8biWufzmfkOqfOLG7DEBqAbBr2dprjAd2MoZjeJ9Uc68sXkD8Tj6sshsLB622UHlwlIBB7+yM5B0zC5OU3N9C6kTDgHTKnqlpPNWYO4MYRMn3lUw7A25uHFJhNxsTTOBUJ0BZyJZvosdHfs8sws66YFEsa3gnH5XMzb5v0NImUVBN0s9SvSULRjGqp6fnxL7kfasU/Z66DQ1EaxbqvA2xGF8a76W6MqAT+6G03Imws8xgqEWtDZp+q9ZiaHvyzN4LYFRHB4Za46qNWl3Vd0e2r5RASQb6k7nv9+/AmJB0RQbpWpJ5imw8tcLM75uy5yWBt1S/qhZFAMGfScYmA0zJc+G90veU64FRUPnkGvCV56mfQ6X9Km9PldI8EDp30i6V5pJvR1HwZv3Ormlljsx/ArtKcACK5yxTDCPT4CYbQRYQAYi8l3XIKZCJ35WcF94/issQFcPFQckUkbre/Pc8cEVIWm3iHMyV0aU2fN1E0S3GKZmgyGaSyJC6jaW+lazfIbXAhbZKRT8r80PHpii850zpmXTPFcdTK/SJKJ55GsgC/H3PLVoxaHQNuvstbG8w9QbjVYNhR+jvdjhc7/CL24/QPwLXbxyuPhlhBpa/zWDhCDCjQ3N/AsYJDRGuAGzedth/ajBtCO3BYvvZCc1xhGsNaNzANi2mncHVdyZsXo3oXrPfabdr0d136F8dmaJ5/4juNOLGAN/461+GORNoBP6D9iugCaAJMBNgG2DaAsONBQxAI9AcCGYiTBsHOIAs0JzSsaQJMCPws/sXgANuXgPdvUN7cGgGi2FnMO4Jjy8/xEPn8EuyNAxgW1Y00QS0B4JrXMgVXytUnID6BqKfBvAb3KUbfwXKs+1X3d/3A/9E3CSGkX3evIUGwxCiUQIIi9U8u2Wgch6CNiVEzLGWnylQONx5APUdzM01g6hxhH3zdjaZxZ+OtltgvwuReJLkiBI5KM+XJ8ncxZIUBE2lrcoPCEPB4VVyBuqE42gaBkZeW2oPx1RrKkXqUoc9+SSQ1HX8LgDX8eoNg0ClHco1rTPAoyN/yoa1Qruq60z6qTciyXuoNrFA0zTeyqc3SQ9Ak41NqK5CHcgpc6p9fSAWNaNrtXwraV6zMb3kA1N4Vp5P0xPE+VWj9BUFmBllLL1eprfMwUu4t2DlyKNjlh38F7T1+loujADL32XJYlOzfJT6kNdVouWVQGKgt1y2HCXfrlRH3oa+J/uGfEl9x2zN5s/PhFrddqhkQRNfK6V9IX+fp7RVGpNaqVDkyv2szKVSO7kFTvcrv7707VABWr6+JfCTr+mky5X9bBZcKG9Xn1G6rtIY5u9d+kalsva+5IUqY7j2+VqdSb8K8+3S3M3rKc2dWht5W+GZ93inJSCl7yECtT4oW+cD0Pkk0iJDFfeBpbWRt1WYl4v+X6V6VX+L7WVnYlL/pTOhtjbze2LnY51GKYTlvWb9tvU5sdTeJctnqf+63tr9s/5d2DdL+3Fp/5M/Mxkk/L7ZMKVy0/ugKwbugSNhBr86COj0+1Wng7NMkdqp3HhKMmOSnk2U9sSUTpGzhSJK11fA6RQCrdBmw7RTL1diHOFurny6hwn0eIz4Qvp2PHrXqyko+0PEf0mHJtZkUUgLjpEiEUQlzZqP10FdB7Qt/tw3/+hfd879VOkTraFx/k0AXwHw7RX3fn+LIThvhXCdT5LeNuyMefL0O7EGaC1XfwDt95yj7/U7OHdm4BLyxsTBNX3HH7XrQY23lDnHvnfDmOavaxqY3ZZBHsDtv34bgAUAhASOynLhgAjUztzvGLUxWk2C5p5MetCeleVJLzCtMRMLlVok/HimFZ4QI/3oCQXAbXtPJzVozgPcA8E+zp1Cl/zDOHkmt5VG3CwIreq5EPq+awOASwKxaLpQeH9KaYVdy6BPUl3IpgDEjcK6YK0J46J9X9R7BXpUyZKC8maWPF8CLzJmpP4t7588vwD05P86IbYCrjqgUOxidvBRtBKkQVGkX94HI6H8xQPB5RYkADppODVp3+As3JCCvzA/MiGzGhAlaSsr2YGr60ueywSXouJCxmBJuEsOv1zgpvSALj5PyRws+bqUgFrSdiIwVKwHam3l9wbrwYIlowqucyFbj8UFgFktGvyWhBwgG9eCwmVJmIudKf+eX6vVNxO+KnvJkkUnC+yUf39nYzRirSyc0ztXAE4gOW/cGBUN2g+rCux1HxeUd8X9vSbM5yCqBOxL99Z+1+u1BuZL3yGfC1T4Pey5srGuUcJliifdr1XC94X9pwYuk3Gl8ngWfnPTBIz+/qaJ52ctXY2uX7ed152NXXiVklJnzbgszYWMgZFEP9bf49Ieoc/m5F0yJSBR8vtMUZvca+r1VmjTwY+utM/l/V5SBqydK/kz+trSHNQgT+ivEvDGupj32XBKBOo6YLcNc0fiWFBwIbEJ0yqkASHyRpTGKykNJPceWzMd0FAEgUpRQQ3Yah1ySTvAcHCWcG/TgHbMSKDthgMrAoCd4Gz8rm7Ts/vQ5NvuWrYqDhPM4zHgE44S34Ou2Iji7h8YU/h0EmJFpas9B0i82sHtN/yewwR6OLChar+F+y757H0E4G8R0V8BELKKO+d+z4pnv7dlHBlBb7qQid7d3UdKm09sDphouSHy/GoPBH00y3DNW3sCOPOImTY9UyyJmHcsuT8yjac9HNnvbssaClzt4NoGZpzg7h84EaS0q62OAELwFMd0Le0UW3RCFsGpNTH5u2yonj6p0zPIBCIgWsAKQqQAPZLUED51weEHb3H4uMXdDxp87d/v0X/zJXDyU8I6wA3ljYJfILYzASUaQg78wu+BPGwjTUgWvPS7RGsQOiXAWpaS5ci35RT9LemD6ncAISoyV556g2/NLGVAQQBUf+p7SwLHpc06eSY9eAOVK+0g/29cqLNUt8soQkuCUD6O4T34XePYlObBOmf2GdCpWUnUb7nVIwLfuUA9u79QggCfAepS20k/1wgu4Xb1ziU/nXLHUgE5D/tdAmGhQT+3dbCjzIKU5KRcY93QWmg3weUgJH++AtrTtXJB05yXRWtDRbOuLcJayaafmwm5SMdeBNkC8Kr6PwLLc89Z9oc1nD4moTVm9M60qOix2RqN5038PSiwlE9vkkw761P8ey4MJgqrS1aFZL/Ue9pKS0y4X/7MA26VrL6F/n9RVkaprnxvCu+agaa1e35xryuAyWI9F+7TgEVcDLTyOlk3BSVJDo5rSiBdlhRhKxgKVaVDmINLPmdp/0prUQecmbVT2g/y98gVKbr+S9++ohgK/Sru0SvO+Vk7cRzKFOHsO8YXKZ4Hsv6iQtzE/HjCVgvKe8vy3Tgp9p1i3TUNqBH5VcV58HUGJpqkbDgc2N3KupjMHfCK/iYAPXFbccdTSmHtOpjrHeB8PApjONXC1Rb0eOKUDMbAvX7LwVz2O7gtp1ajxyNjE6Lo29o0IS4EbXoOKmm9UkSAqkqtQI1hC2LXwu7ZdakZLVzfca7xk2LYLZQ1YO+fX3HPr0xx3mdMwrAOZ9jDkROI50KR0DSdt248HoDjEU4WiqcoyjQVS5GYR9EY4P4EKxGAlD+PLtRwwkR6dovpxRVOH+1wvm3QDA7bT07ovvWSQd/oA1eQSSikwbRMhVDtAL+XbzdMUB11UtMq7ASngawfs/k4qkNGrGEAL7oO/Kwh3P1Ah3c/Dvzw7/gmXr38AXw4vUDz6edwXhvBdcwPvyCgaifvkl9NpiGMQpDSEDmLEBzE35uME6kk7zrISEbv5Fsz7Zr4NEl0SRvTSkRh1abgMx+/cCkV4FIg5GI9hYM60hrFtO8wiw5aO1T09bUlF8wS53gPDJX1J0TbUgqH0G8AeeqA3NqQh8Uu9TexDDoHFCIyzoTHkiXrUqlZx9bU4WKETZmDubU61POE/sx/Klu8F+l6SQVz4R6Q71iaQ4WxzpUGWsgLwmyhqrxfeTqMpfu14DMDVFkUV6Vw458qgCm3Nlwqyb6p5uMCxbLY3ux3tcf5vgfWhmi/VfqaWlu5giKJxlgSRrM69HjJvlOLqpsHVVoUgNeAuPyeWaqUigJM76dyb0Epms+FYrAWZ5EHQ+HnKnOzZGlaY91NfpsL/tW2aqW0Tkrt5ef+Ig21AFBLVij57kaUH/M5NvMnX1JYFpQlNTrnfM038/PFxH1Z6kvPktK7F86bgrIvpzRXi1Zu5e2ptV+am/M9S/dN9rmCYlzJPhzgaLmLOXsktD3Tg6VB4ooATys0Ctdz9kigM57PiUwYGGbGAC0gwQrhHGiyLIcDDAq9yxZUii3pg3OOAwsaAoYBZuOtcGKpc8qdRaLjdx2w6YHmwQcYNAy2thtMX3kBOgwMrA4n7st5xPjhNQDADBPM20eO8Pn6DejmBm7Twe23HMTocAxriV2jOKAgxhE0in9jA84H54CmA223cNse9mrLcTpOZzQv7/0YE8fYMAb0cICTnNoLZU3qhb9IRD8M4Medc3+BiPYohor6FShNC7q54g8+jsDmGs2L58DxxIkHT2fQdstc82ni386Dz8nmLTQSdCJQEyz71oUIjo5Dwe63zOcVusz5DJxOmN5NyUKktgXtdzh/7Tls34AccPuzdwCA8WbD9TgHPDxGnz1DwCBBFGQy24RiKCUE9tALyvssknegduPo0ynE6IghJYPXCMMYH9BzAqCsWt4axpbJzvuecbqKcU8YXgz4PV/5/+CPffiDGG46n6Ce2BJZCjSBuNkTfIoG34/Ze9TAUvwR4iRPRpnjhRoqt2mtjPHfWeVQDAnY/RiXEw6L9iendMa+hFubgnClgNHsnXTJNJNR+zXFYBxQB0PQsFWEm9pBVBn3IpW09G1UneF7amDjFP0rq1+/00ywDZVWKLxAUbCe+VwABcAXBZXqYVo4iMKzuu2kP3PrS0koWLTMVL5TSchJE/6WLZaz76vfAUBJ6161GGZpJapjl1sLc+Em6SOl95j8+y8AP/Vugc6dWMSG2fsXv+msLxXLzKwfFQG51P8wNzT1uw7WYp2q/xPmc1u3Ufp3Zo0V8Oby4DcFcBP7CSSKMxnvCTFolOqrVtoUrWbFfWhu3Yx/5ta3+X57KXiMTuWybCGdimuN/7Ewh1crbVbMq0ulsFfPqIDv04finpZ/l/K+ByDQy2BtkqaoRImXfvM/s/fQpaDsi8rYKX53Of+yiMExl6/as7Q1qvRe+f6YWyNL/ZoQo1YXFHup4rCkRPD3FYKr6Tr0Pp+wR+R9tTwAJP5oIWJ24ZyYMQn0fqnum78L5s+GF6gAvXxPVIqspGh3o90WtNn4oIIG1Di2fB1OcPf38ZsOY1REGZbnta8bMMD63Hp6jGmaWBZuW9DVFZKIq2IYME2sy1k4AObNA/fhdOa90DmQtWiMYSbfw4HB16YD9h9z4B5R9J0HuOOJ/RD7ji1yw8iuZo9MxaRND3z0nP39xgnuzTsGsdaB3vk4JKczaL9ll7W+g+s5YOP08TVH8p8s8Nl8eKWsicb5TwP4AwA+AEfl/DqAPwbgd1969nte5IDbbQDXc+j8+0fQfuvNpCYEPKHnt8DNFYMpa0HngTmyYqHDEDYxWSzkzaxwjumiR6YsUttyAvTzOZ30ZPi3u3v0v8xJyO2u4wiXpwn9N1/C3d3DnocIRibLfnoj+/+Z/Z4ncQBnqdBJkM3WBSdUSf4eFjnAIKdVn7cxISqhUwlLA/1TDm7r2BfyfGbHUGM434lzuP72hNOHHf7iqx8HAIz7BubmGlaoswUhWGt8ecHlUcEUHSwvlcNKgF4AWVKnVf52hjUonH6hBXU9p1E4ZxoQsTTJ5qmtj0BIHA/rqWf+8En6Em6uCHVKOEpATUnYT/ziYr9CoIzs2aJlJt+sycyD4WSa44vgBEgpbaWSUT8CyCu8Z3kuoHhv3ucSDa2sIVf364NfC3VLdL6qn4IXmP3cyQUKLWwWAXgOlPVzyTdJNdS5r2JNSVEUcgvffmbZzsdHfs4EAQ1m4qMX5s7MV0fNv5qQXbJIeq37zCq+YP2qzqlLVsa8H2vrDZf1+Edrwbz+OfjO1+die4Wx1QmsAWQKg2z/UUqRKtURao9Mni18x7xPS1THRIlUeU7fo8+VfN6U6KK6lKyaawBp3u+nlouWv5KiYw5EqmtsjZWpmKuyojjK6/WWuiAriJLU04j5FvWOYgl2FOMg1M4brRQt9adkwQzWu7mlqaaQrZaKIpEfL493bg0X+YB9w7K6VICrEFG7Zq2vKKpKtOx4XvtrE7gdFeVW6i+fK66+32bvmfdvxggJQ6jGTSkkEqCX7z1Cy5S2z94gczqBNhwAxe03cNsOtNt4P7UJtIVnxPnI3Y0aMz8OIRDj8cjp0abJgzmK90nKIS9/Y5w4EIsoNJwBtZb7sGGMQW/vOGfe1Q72ugeNLUzbYHy2xbRrcb5t0R4s2sOI7pffRv/WYfBp2vz4Nw2D26t9jG5LxH9//AE4n6CFawzQ9MC2j7kHrWNg2Dagc8PR9wsuRbqsoXH+9wD85wD8ZQBwzv0sEX1pxXPf++Icm0clrH7XAc+uGdSME1v7+o5BzzCCDke4YYjm2g9fAK/e8ARTE1/THp0kNwzRfpgCKgBtdoB4ihAdjqDDEY3n4YZgIMMYAWUW3IV2u9QCJ/ROYE5LVb+58wDnTvE30bZOU3gXog1o0wJEMNaFySztiTmdQ9UzcHNwEVwOA5799e9g950X+LlPfx0+/sUBm5cn7qNE/JTNyFDY2PhVCpumEjidNag6JwOJIK/Dqjs7xg2o74GWYvh+KX4hax+9JF+eaMm8j2JIau+pujP/oIIGsvZu8d0z+tvsfi/AWnWI5UIQov/UEmjTh0gQzlyqgU2arpn+Z9YwLzAowBPprJmAlgtcJSti/g7qvlmdQCKYJ8JDqZ6s5FbF8NwlzXc+riVgGOrXz1eEKAHLShifAx4F8sVPSg5J3X9RANQE1qTpqHCZCU+ld6hZh33/isK0WBdlHV9S3ogvW82iUJrTMypaqZ0LgKjyDVeDk6SvpT7WxofCOl9UblwCq7mVB0CRPguk6StKwFj3raYkSLomlqUhvSBrUc9led+11qVL45+VorVmth+4+XzKx7KmcFjaA5aE5Bp9c42lL/n2+ZwvfLO1pabAKim98rWb7ecEBJkhRP72fSeVHin4sgdgpvaafH3478AURP+8KFmRAZsLCg8JjJa7DcwCFYUhmCvElhSo4T51vgqgy103yEh0SKmi4Dfq7Pz3UptL/dbvWwBoiVyRPJTO8ZJltqT8mckMZBJldFRSWnW/MgaQSVMqndlaJoYGImKZzVvPqDGgcQJ8mi8OGmiCXx8eHn0QxJGZfPst3HYD1ximUD7Y4PdGXRfo6DiNIWYH2tYDviNCig0f48KdzsDf+RbM7Q3cboPpB78EyYvdvONE6rZvAQc0jyOuXh1h7h5Bp5jnmva7GM1e3AiM4eAt0wQ6nGBfvorR77dbT2X1sT18mgo3WgacpzPobIHzwNu/4J2FsgbsnZxz55A3h6gFUD4NfiWKMaAWcENJiObBcOPI1h3DYU6nr7zghOUAmrd3cO4MnQA0WLik/n4Hutrz5HMuRvg8IrGSAQhOp24YQNdXsLd7uK7hSDyv7/1Ec9ExFYihYYHISYa3zBF5S6CL+eOcA8gvJJcBA6Vtc+cz0HqH1HGEs6LlneLmqCeIMRDLZ2I99NbHpuvQHEe0B8f5TkZPiSRObWDf3fMGMcw1eTw4Zr6hGIq+Kfp3+X75c1Kv0hK5aYp54bwpvkh9lUA1QPjempahqbOwFiG5u0sPq4ta2YIlh/9XE7o1kGwiAC6VHBg5Wxbgs4OLGsTE6UoZMK9fDixvyZwJPwUhqOCzkY5V4RAtWS1KlsOaIKrbqIErPTYXNemZwJpfy38q5K3S4K1k6UsCdIgARcpaktcrfRI6ZwC5Pt+eEuSLaUy8EFelV4+Z0K6uzwLB5MBwSQMPlIXiUlkS8pcEXA3YZ8J3SbCXNaaFu7qfcVIPgIvA8oKWPPwmILd0Le/zAogv0g7z8ZE6KvvRpTb4Vq3wKay9goUuPpyN+RIoKu4rqv+qL4u+iMm+UAA2+rpOwB3aLStDZn2+BPBK94U9KRfIlfKi9PwlsDhTzGUAJpnzhXGvKVxEKAUgShw3gZXU3iIT5Z8pPJOevSmLpjpnneX9MVDXJ1WH6lvtG2Trh8/1MuV3cR5JHXo+lUp4TtFLMye5mrtAztIpAb1FH77SeSTKQ20903t94f0T33qtpCoEdroESDWoLSoRsjk68y8jH4lTgpJIREtjgDfv2KBxPgejTAjuEtr26QwmBj10OrPb1jAqhQTnTTbPn3EAFSIOnnI6cxAXf6/kBoVYs4mBojsPXLePwknWgl69hZssDIDGB1FxVzumVAJwex9V1Frg81fAZsOWPAGwb95xfd4o5JxjhuL0AMlPSY0B2hZGopIaA2x62GuFLd7cMSV0oawBe3+RiP4QgB0R/QMA/rsA/s0Vz33vi3NwpxNvML3PI/fmHbDzCHqz4ZCpw8gUTL9BNa+8k6YPaBKEeinysYEIlO4egOGsrjvvb1dA084CL16w8+Qwwbx8B3c6cX476fcwxGTkPpeH9Cm0oSe2OKB6rnwEMJRY89JFa+K/T6cA4gIgbLzpWDbXYGkrbAzWL9zJoTn7Tao1PuLRIUZNgmpbxsK/M/9PhHe/GIZMc1nYyDQNIHyrLOG3jJckVXfB2khJIJyQG1CBx+AblX9KpYmijlKhO++fKpfoH3p8copFnhx99mwOYpKblCCpDsJwCADpAVMESZWDP+v30m8zn6XSty0oAuagkVR9ef1Aclhd6pc8ssKSUgNfxQO4aJW0sZ6kD1nSZf8dk/Wa1NGkAEtdS5QUcv8aq0JNuM9Ba/6eS1r1Upuz+jOhtyS7zgT7ZvbeVeErf8eqhaYA/tdaXmb9vfCel+6tldLemYPBS8BDW01lPC7MgxK9fObzN+vrE9936TuknZn9PcPIOXBfAu3FPegp1rHKHKm+pwJMFVbIxbpyBVt+jwZKpbG59Pylkp8homT1EcNh02A92oVCr+Mio2Bp6MkUAQeXyj5XUBLUrYFN/Ux3Ng2UpH1Sq2smPbOLftW6j87Og6fkim01ZxOZLIsOnJ+NAGKgucqeLcAwoVsmN8zXkhvL+2mVDZDM01wBqsZLKJwSRE8i32970GmAOxxDQBO6uYYoP9zo43QMY5D5qO9Auy3LepNlmdTnq6au5e+62wIeaLk372A1e444tkWM96DWrUTH9IFVXNfANg3MzRW7hB1PmL70AtNtj9PzDu3hBs1hQvfpHeOTycJ1vu5hBK53sNsNcLvnY20YQcPA89FOHD1UxqVt2XD0/BquYwxgjiPsdQ/bGoB6tK0B7bfA2/l0kLIG7P1BAP8UgP8YwD8D4P8O4F9e8dz3oUQrm3vgfG/OI/tckGVBn8Pvm2mKIEkOEvGbyyh9gYLpNQs1gT8sTICfeXfPH5YIbpxCbjcN0shaBoRi5SMT6YOZxTCAGimiwVH9EAE+2QDC5kvB9E27rX/AUyHVOzhrUnAJ+MXIfnzNZ2/w4j+aQMeT95F84A2SVPoCROAZ+lA6JwvCRakwEPXpKIAwNsZHVgpRSYEQtjaknthtga73jrwSVY4tmylNM7MUQQm9Yq1U46THt+gDk77A/KWEJqyFdq31C7eJEsCW553q74wKqzdZWzHxF60gFYF6Zan7iqUC06L2khau6dtMFhxA7s/mVNTyNvV5VxMq835kmt+cjllynudbo28tW7Oj9S7e38TvLGsXQPT3mAsSS2NX/L7JvXMQu0S7XqxLt18USpUV6ALAWvQ3DH/7OpaEWbnHKiVISaheorkBSJQRSwLzGivW0nPAXNiqWQkvFS1wFyzRiyCSCLN9IFdGXAI6NSpkfq9YkGoWwlqZWYIX1sFSqfkiJ4J1Yd4slSVr2ppyqe/fLeXEmr4Ju0ICyvV9Qt/k/0X/YuepfNVzpAZAau4OCYulsL5KirjaXpUBrhn1UgcOy1OMVFgc8nxKOy0AvgvnS3LrlMlQ8p4qDoMT15SwDxpo95nZXhmK8nnWspneA/L9ebafFd4lUWxeUDD6tnVqMDeOwN0d3CPHY3Aioz+75b8BBoADp1hLDDK+X+7+IY3C3nUcUR5gq+DjweODLEd0YPKxjKn7BQBknZc7D3Bv3jKwbFvvAmaZvjpNoMGiOVp0784wj2fQ4zHUy0YH/x6HUxj26aNbTDcbNNsO9HAEHX3Obx9pFB88x3SzxfBsi+Y4onmcQC/foH3bRjnyfGbD1kJZE43TAvgT/r//bBUfOTPk0PNFAqmENAZ+IZqec2/Q1d7f6GCPp+C4GaM0ugAWhJbA/my+UMaB1qBymhil7/dMyTQG9HiAs0ojhjiZuM24MYYInCqXG6YJ9jylAlfoylz7VrQOeU2cczwp8xLC6QM84RU10nGHORdI5/tnHfOEnWUwBYDGMQWPmhIm3HbpzjCqvE2qIxpwlYRavSmHVyu/E9dtQTgzJ1v8JqV7AmJlk9ZRNdX/Z33jRv0ftQ1VFS30FCxBEZx4H0sbc/npfEa5o7vWqiVaxVJ/fZtLWsLFQ0IJfzWQFr6J14gugpCCRUvPwSptxKmDKvk5BXyz60ULXZM8W7Vi5IKDPvS7NgByHe460fjq6JZ6vUqYfN3voLCx4d+zxMUVek4R5Ol/VwTpuQ9lPOijlrtVFKv5fUXhIMzdTEDTv9f6nIOJ4hqiZdCon8kFmvwenW4kuW7Sv3Xb+l3y8j4Cfv78JTAT+qUET8r2/XBPbrktUNycXQZoNaAmf+fXpJ7SvCtZnmp1lZ4pldr8WqOcCH8X5tdTy3cLiOlrJStdaK/wrS71/SlzC2CrnfNsI+MD0S2Eei9a1RbfcQr+dvU+1xkBs3OvAgpD30r7Xdjb6n7ssQl+v9JaW1JOLtVbDGqWzfnEDzc8myrDymyXDMhxZZX5NN8D0vO40LeF86WkhAmWNvKygsjdja9PpUhwdw9s7ToP3sVKMdv8O7OhRCnEnY1WOrEaApHq2TQwmw3Lg9Zy7mZ/r5P+aHcucRNqGvanA8L8p+0W2O/gADT3J3TfeRuYgK7rk/lIXQc07KsHx5TN5tuvYMTC6A1OTtJJtC3ocELzcID5hWNcjwDwKNjHzH01C2VNNM6fl7rT7+d+9GLt3+sigAlI/MwkSAcBADEXPGiNLPuf8d8uDfsK/8F7BQymCeh70GYDc3Pt7/XpGcLk0tqiCfZ0gnl85DwZuw3zjycLezxFoRz+wwMMlvyEoLZNJlu0NEqEKwVgp2nOAwdAyjpAxobQ2fKcLdE0KUYWlMUQIm9NNgR7afY7TDcb2H0Hc55g2gbu4RHucCz7Dcm4wAeKEV6yLFihTfj7QkS2JNkTxQWthPUAhKwDWnXQy1zw39VZy9/KqoNQqhaAL/UA0KHcE5pCafP0Yzf7bXYtClnFw8b3S76ZG+cRHnNAkkTYU8ApBzO5MEBi0Tbt3KfC3xN/yzR0lEWF05YpRRVd9O+BAob+uhxyF/0pZuOZtaHL0oFe0DpXaTiFuhP/PL8mq8FudJcS0OnrTQCiLlppo6hFQBqYxU4BrCSWYR0JL3a88L6uOobaqh7WXyPPyE02mycLIF/+XaD5zAMYFASRS8JjCYTl718RGOe/ubJAdMnqltdRuvcp1r6SdakEypI+Vvw4gbCHFBUqGiBV1m7aTgU0FCyDMx+qKhOiIKiXFAdPtZjmfS7N+bXg5FKbS0B4Tf21eVO8t2a1z9fZE4Cy7oc/t4VBI64UDigr9WpW31p/akqe3Oqs710C8DkAkt+Wxmn2fLY+KudL1Z+wVG+tLyWL3yWmQank/SntDZfWTdbuYnTTtX0rKQSti1HUk+Z9XIymAW03DIruHoCBk50XUzfkEUi546l1zlv7jPe3A8BuVXr+Cq1UMcW4+5T6Qg7nePb7eCAwBJo8kJ4mBqeTBVlxH2NDjzud2booZy8ZDhxDPvijWPO0W5khwHAARwkYmShbqK+PvSpraJw/pf7eAvjHwGkYfuULgQXkcQzadQARzHnqgVAMxQLkHh75o3bt3IcLCFYiIgJ2OzbZdh0PtPMgRfLUjZq3rhaXj6qDroUjAgEwx33ZZ+zoIwAJzTOjBADga4BKHGmgee3Cl08sfU0EfZrGV/Y9GhKuuh5PDqLi63Is5B2/vINtCe2X92gfRjQPA8zPfZNBYb6ZKAqqONmGBaS1ecIzXzgoE98B8TNsTHCaFd9M8vn1tHmeE2b6jcEvGOcjdcLQfAOuabYqwrP8u6hZV/fq6GCJ0Ozrzp3LRaEQIn9pUBzqnn/ThIaaaO8zQXsJVOnDVwDFjO/v+1ei4VS00rGPKaid0WYya9p7+ZPJ4V+i+/i+XvRNSsCDpOFwjMeW5sPCAZxbapP2tfVa118EcOpgdjYqpgMDQY2dCnMdopLJtZK1J+nrMk0k6U8yXhXhIlvbVYCv6ykBrZplo1RqlL2iEJrVvwR8Ct+92I8lgXDRElNRKOV9WhKGZf7P3iebSzUAuaYUlENVi0r+zBpgvNZqtua+GrDLwfXSPNDPlL6ttqSsAVul/tSe/24A30tF5oOPd8DUuDZYPepuBSuB1dKzpf7WgirZ7Pf8W6lgPJco/0Wlpq5Ld7eUL6/GXMjqD3WUZIulcZr1d6Gd2Mi6Z7P1u+gnmz+zdC1vz59TNZ9sQ+SpkTHNB4CyBUvJeNT0MC3noSNvuXOPB/bdk7UoDDciNuTk9akAf8KuIhAHV2l95E6fxxsAx8N4OTJjUIIoti1TP8cxRN2n3Ra05Vx7OJ2j36EfJ9r0MUVaCDhz5n83zAKUXH2cLH5Ewv7KXb2ysobG+TL76X9NRP8+gD986dnveZG9ru9BG//RnONB8BNEJ03nvGs9h0H1H9P4D5JGf7IB8ISIP+MYOL4hebn2rZNF1PQcLGaagOOJJ6sHFQkVVAoZTokwjl5T5oUv7U84TeGQZq2a5NSTKtLojYHXLeZr5+JiAS8wyZsjE12bxTnpOiX3whDMZs/aFkN4/KjBcE2wXYPm1KO/c/jwl7ec3kKNS+BT+zEEkAJJvdl6ATcAILUxCRBl4M3mbZDhTdxrQ4KJXiySGkAD0YFX7tOWGEWPoF6ld6hZK31/1aAmQk3ZcbmQyFcXbeUUSysAHagjALfKobhYv/RZAygt8NWoL2GSxHcMc44we9cASmt9kLqAAGJLfeY536VzKKNqzN4tqz8c7o3SftUO+Et11YqM45KQHPoR5xaCxbtsrQX8+hELbEJxzcA4pWsVwCzHlbPeV1D6bIgpw+JfI99R58/SPiJT3I8ujtkaenO4fmF8Q/0ZAMjBzVrNeq3umpBW+rYzC0j+4SpAtJbbrybQ0zxoVrX/pXuLCo5JXWaQX6I5X7SyltgPeakB5NK3qlpCCs+tsaguWfBC3f77ZAq3Yh/XtqcBnu7r7Lyg+bjoZy61v8Z6mPfxUhtFa6qyOHgZhFNFNbAlRo8C+KvWtmKHhLPN5ijjQsnXb83vVe+xi9TDS8pDua2gANbtSX9mfZ0rMS+u8bVzutDPxTldU1o8dV4ugT657r8zbTaAMTCkYigMY4w4D7Di3lmW7wCW+/I2BOBIzIbNhoFW3/lghkxzdAPLkOE6APfwMO+7D/wX3kCicl5fxeHyacoC8DoPcIeDjyC64eAyzgFty/59TcMKkqbhwIzHEweW9O0SwBY+8YltWwaSZ84L7XAKblAxb3THRqTJpr6HC2UNjfO3qX8asKXvZlXt3+tCiELl44EHru8Dr5fv8RPesoOlG0cYb1LlSD4+nKvmQotly6gPQPE36lXAj1OaHJTbskz1xMhniAcW9nSKAhsRQqj/k+Ih50J9+Ntr6XNLggyF5JezLgK3KdbFQ0FBqNP85JyCltzXINA2yOcJ6T67R//VDaaNwekF4fglh8cB+OBvfAD67BXcqzehviS8u2zoWd+1z5q+rxSNj6N+OpB1oGe3PG7tyPlGWuO1HooWejqDEPOdAOBoT87TfY+nuImK6X7w9zeU+J9VI2SWqFI1H8I8qpV/X/l/0VpVtRooQSWAp0KfCtZHFo4rArkclnnRgqrqyyyB8yULzUIpBTYJ1GXfXryvy/pRBnFuQgKUaqAw+bf+XVkG5Rp5TXegVgNRoVIDfiXlgN5riJh5IO8bKJtyoLHmEsCMuq7HC4ngXrbs6TaI2mQv4O55P0adS1QAoPE09zzAjLyaBA0I770g+JTGPgdw+QEvwOApAqUutb5dAnzFZwpClwj72uIKYEbh1v2vgDy+7NaBWa88CID/Aq145uMa9gQVrTCPRlj41nmamNR6KOdj3nj270XFgbqeME4qwLlUSnOlsEZnwTWqc8Ak+27ybfJ9UluX8jprIG1mcSmMxyUL0hpAUGq31A8tg3g/JwBFJQF3b+EMWJjH0UXjAthdY4mdvUNFQVOy0q8ctxmrq7SWl4r1LBHp56yBrN/aMla6J1GkL6z/p1jjwu9zeWOm2Fh6XtcjQVmU0p00xfLuPtRPbRvlfAUMQ3UCAoP8doYTqmUwwkSZMADKoYM7nma5IpPgQ4aUrpvBI4YzgzNDIXoo7XdwV7vA5EPPvnnGvOC4Iqczx7kAAk0zstvUuHi/xBB3o+/i/WJdJy8rdB3QgfGMlGN92NfQOP8F9fcI4BcA/OMrnvveF4fEcgcgUjibJvrEASzAS5QemZw6hD+gIt9FIcudzqC+g/NWwaRoGoMchKL12m7i5Dudmb9LBOcYOLC1bp6UXSZo1f9Hg8Dwk2NQ1jRAS8HXMLeSBKdiFwHXzIwO3rgCyJN3cA727h40bEBEuPmFR2xf9egeexw/JHZwdZwDhPoONJkZiE6CzuhXJgdNa8z9CENaiM5rbLqe6xK/SRmrrgXteMEBYI3QOMKeecMwV3u4myuMH7LvJQ0Tmu+8Zhqtsmbaow0JYok7GBe8tqLJmZ7T8RRA1OOff2udhNYPROqsbPLgHzIn5v5bxUS1M0vcwgG84oCqHua5RSoBNRVBxN+XazSFiuisA8bMOid0ovw9lix9WtAiyTmnFDthbsZonRo4a21zVIKo7yJgyLDTOfetHPTHjYoqrYpQSgIjYJrgTqc5CHM2VZTke0SYHpqqCQTfQJJoc8SaR1JaUZIgVPGdS0qY8I3C/wsKAAHHWhhdWxKQo6zKAKih4n715DYW268IjLVSWk/Zs/U+F4BCyQJRqbf0bLDcaSp4pghaDLDkBZ5QxLJbUipgjtlCnRXKbzL/a+tW9bkqeDuHOlUwA3a50FsDcFBCe35frX9FS8kFoFATjgPgLq0bBbTJIInau9Y6VbPU5G1dsu4oP37dxiyFzEyBtm6NLjFXqn36bq1/7oBqq6AkKL2z3LsGKC5Zc+X60u9FBg6VgVepLM7ripJBK4dnMmuh34sWYy+zSZ+1y4oGOf5cdechMNRChHggnouWg7EEDDDZKO9rFyLHLD46D7xX+nRhCRPLufSdPdXUvrtL38fLaWaz4Sj0PvWDA5jqOU2ca6/1PoBiyGkaoN2A9J5ExMahu7uASQJ7TY9Ntv86a5kRGNJTLMO5NTTO33Xpnl+p4qwKeqKE3xDlRz44/AQQeubEQpnknNNALdzrC4EnBgSFWxcBpVPCIHcogk9DDEq2GzYBn89wb4cAYPK8Z6LhZ0HfIM8zE95RWx60Ns1maRSkHT+Za0lK00AZSpMsRXL7CQh5YNqkubvHdr+HOX2E5rTFtCE2K283MLmlTKKQjmMMyuITRGKa4B4PrM3w2pooKPO4mKaLQL1pQPstJ6ucLOc4ORxDlCN4iymI4G72cM9v2F/y4QC37WGvtzh8eYupJ9iWcNO3aO5OoGnC+HwPu21gThOadyeY+0fYTz+PB5v+Dlrg8VS7ZEPzVIGkqE2a+p7vUbQFAHGcx5E1xDKnx5Sq6oYxnTs+WmIaiTUVxEP0x9wKCCTzuCYMhk0xzK35M7NIYFoL6H/PLaQJZblCBROtMlsueLxdliOyBB6TfgDl9aMPL0MJPVqPTZ4CRPcPOugLqeAr+h0znzh5H7PxGk0JCpVEDrNRqAOS3HpFZYI/SF02R0PgHx1hTOi2slaNAXXwNBW5RzMGMiuPHt9SKQmNJUFlpbCaWCjVv30HY/1rhMFLYC7vZy7E5XNNK3sSrfeU1lESBmv9Fctg26UaYAH+WmDKrYj6u+RtipZYWZLdMMbfQzt+HgrQkzpyoV53u0Id1/NzRgMuCq/6GaWoCkqsgkCq69Tvnc/DknVE/xas+YX6ZmWF9Ur6WmJGIN9vM4thUqe3ulbBL8pzqVaW1kQ2viGSuU/wTJ4l5c7ngq9axS92yZokXVrDClkCNEvtlqx7ur4lS6r+7RIbZE2fatfW0Cxnv1XO2jXl4j5YULq4yl5b+rtmfZbolvlv8qy8k3VBjhcKI7PyYjoZ5xz7xWlwZwzoylMvfSRP8jn3RMmplRVi4ACglF1snGDKsiRHdwEHkLNsXNj0cJsedtvxnjpMoMOJ2YYB4LWhLzj5QDNyRoubkeQHd0yb5uj3MYe4cz7Xn5zXwwBJ1QYP/JbKGhrn/3DpunPuf3Wpju9ZoSjkUK+seF4o1r5us8NSSkD2PmoniYY+RnTkHBbn+IjScmrhNvjkGOMTOo5wx2OcPF0HwpBZaRC0EtQY5X9W6Lu2JCaWBkq1/PJbdn++Sc0CNjjyh/rAB+wEUBPN4ARE/rFfdO2bI7b7FtPGgIYROBxh3915TrYXQLouAhgRzDcN/9tvAtS2rCVxLl2w5Be1D7hCux3ssyuMz3ZwLcEcJ7Tvjjh/sAdZh/b1I+jukRdV3+HhJ17g/qsNxt0HuPqOxc3PH3D9M69x+totPvstG7z7NVeg6Qr7Txw++7snfPADb3CzOeObn7yA+aUX+Pq/92VsPjui/fQt53CRfIuKhhC+p6YC67E2FIUlL1C50wk4HGBdmjYk+ltGjRY1DdMCNhvGLOMIasdUmJdoo+c4p3U/qO0isJQxVjTfkpBW9SFQtDQil9AHRQCeCTBhaqagcC6cqnWRRe8LPmfEygNeV8raF56L/dQKnKK13FsytNU+0K0LlsKShdZ3cFZ/BMZ+rqjDwvTbmMvSer9hnzIGhuKeQD4AlVUHQqPe2fF3DJGD1b7FAr3lMfLWQwAhvLVznmHgLcrBwufXdrgmz5QsCTVhuCSUA3WBT4MVsZRSFlHSC+KleZn4iF6ytpUoccn+WAJfGXhPlB5Z6Pfau5csz7XrMzCsgBhJECdZRxFoJjRw1U8AMQUOxfUampN56BWG7N/Mwgc5q8Keaz/mKX2HwriXLNnVdy0AagniReS8lToqsYqUdW3xS+ZjCQTo6+X+L76fBoVIQVtyDmjGB1DeWwrtXvS/RhyPRUVdbd7lQ1LpEwu7O3bj2PSwNzuYV3dwb95mijUFpmY06Mp9qu2whnIL59pSAy6XLGWlZ0uKiJKC65LVMh+DEri7ZGkr1ZWAJEVHrYH+Iu11ee3OSmLlW/lttHJFnZ+JDBzcCSjKVaL0dC4aBQ5TvCcorLyVWUggjaKxW6/Y1FRRyZ9tCKZpQmwPMhSUn8k5bn3U0NMZOqgg++e1IaAKvb0DPfj4HsMA64PCsILE77u7bRx7kXFl/VjL1kNJAr/dcJCZrX9GLJubnvt0PIUk72az4Rx7F2j7a6Nx/g4A/1f/738YwP8TwDdXPPt9LdS1nMZgHFljOY4qIIKyTnmOLwEeHYvGMgYvoL6D8YFf5ANJ4nbqWgZy05QI15KeAOJIKRoKP+mIHKye5AK0tEXRT+5g7XCWLX35uwqwtF6AzBeutzQk2ueMhsXj4uAQD4UQ5EGDTA8O3GSBxgv0PuqlaRuYYY9xZ2BvdzDOsdPtwyPc4Qx7HmD6joXX3ZYtcERMuZR3Fwpl04RJ68YRZr+PY+kcYBq4Z9eYrjZwLaH/9IGfdQ7vfmQLEHD9rQb0pWtMG4O7H+rw9scA+7UjqHE4fHOH4wdXePObenzlB1/hn/nhv4K//fgVnGyL590Bn5+u8e3DLX76Z76O9mbA/iff4Bef3aC9u0b37gabV0B7dOgeHJrBgSYHc3bYvD6heXcEPn3JjrXDEK2n8i2aBtR6C46OFCpCeOedbkf2P7T3D+kBforaePkeIQLpMAYQLglvSfG+Q/HWm4TaoLTsWjALAl02r5w10eoDJNRnJxQLfV0dIgmoNdqSd9kZP4BEsa6hAba9j7Zr4E6nAE4C2AlKjDiOJeAJgMG0FzJoHHmD1/oTlU9PJ22VgwNE0XItG7O20Mk4yGE0TXAhbYwLbYQ9QRQqAEcH1nRl2UPEWkiGv7e3fJuOgxc5nzwWzucY9XtUCJQkvhCKsRBYDRoU+DHMqamJIkMXAYVLYIY/UP6R4zMl66GmEmXPFf3a1mitSefsVD51C4LQPFJu+v7FeSZWrYz+PLcOZIIREJUcBeG9ZMFPvlNgjKh1qpVTUk/fx7ms348IcARqfb8C0Cu3mbxDNn61e9KIhkifE4t5Vof4CM9AkEmDWamBWgTzia+esvrP3DRKVHYFtMP1gkXEnbVLg/Irv/ROoX/x91yhVpqT2ldUj51+H6mb/26S/oQ+9R3o9hrTR7cYbzY4ftTh+hcamOMJeHhMv3cO+GYvQun/C6Bvdm+p1NZ5CTzVrEyX9gcSBKH6Jtb6vN0loJW3re/Jn3uKZVa3XWsvH+/knlxJUrlP33sJnJbWiChSRH5oeL8J5ySxgjJY6ABWLuy2kQHmg6DI3kU6vZYUa6MyFAhK0DRNgT+zyQRjQki5oJRgyVqZ+Der9lUSmRZgS/d2EyNpjiNovwOZK7hx8swrw4FZJhtBqCE+42+uAGP43PY+hBz534Pc6z0bUsbRA10fH+F05vrtFC18C2UN2PsIwG9zzt0BABH98wD+defcf2fFs9/TQmRgrq+YLikhUdsG7v6RJ5dYy+RAbUz0p5s45QHtdjEoggrsQp6HCwDCjYUAMIn2qbTOcuiazYadNV/csoWPCObhAByOmF6/icAs17CKZl0L4uEQyA733FKpDpZAKQQCLXJG0dOaxkzLGKhrogGBEpZFez6MbHVqmJc8bhucbhs0py02zqE5c8Qh6ns0Pvqpu73G6Qef4+2P9jjfEuCAm29OuPrWEd0vfMKN9x0vCmuBcWJfumkCzhPoiimZr37rC7z9MYPj1wdsv/khrr/l8PxnDnj3e+7xW7/2LXx1+xatsRitwbePz/C8P+B5+4gf2rzEJ7/xGT453+Lvf/bT+OnD1/Gnfv7vwfhvfoT9ZxbnGwOagPbk8BM/ewfzeAKmCV990eL8YoPDhy2OHxicnxEOXyLYFnANMG0daGphhmtsP/sI3aND92DR31k2w1sH1xCcIUxb459jH8fgl93weJjJYff5iOZxRHt3ivPDOWDi3IT0cGCgfeKNI6SdCFr3c7AEEroUfPi55s7nOFf8/EmE08YU54b2FczD91tF8dTPJvNOCyfeH42AxCdtHq0yTMygeQsKlU1m/QL436LYmQUXadgSo8CVcN3p+gqBpuEjySZHiXWsPfTRsiCCdNcpf+GBx27TB39hN06c26dr4boWbsOKJvP2ARgnBojDABpG2GnykblYACAeKP77ag+37bmvxzNTn70TezgQVV/h9wxNF+b8lg50OiGEnt5solO6c4A7BwVSrgRKivpOixFrS0ULUflzOdCCAvo6cEaNekXqmQXAVhKcL0bDC22YBESxz3E6V0NKEQ2MGm8J17REed/M2pLmTdUWOBMYGMm4q3c12w3PUaEHOwvcP0SBSoqic4oilEBJNGuz28bgXBIqPAsCwAqCzAclG1uQD/gi+4IKSlGlbgeFZTxj8++Wv3v+7+qeVLJCZlayapCtxJpVUKCqe5LUMpkgHPpihY6W15EyCaQuEvq1r6PWV733zsY4WJ99lF7dTwE1RKDNHub5M5x/8EM8fm2L0y3h+CGhfdjh6js9140UaM4C51yyApVotfJ70meq/K2tqAUQuQh4lgDafC9KLFWl8tQ2dJ1rFVVL9dVA5yUrnlaS1NoUMFoDwf4bztIYyf6mlTBDDJqXBBmTvbX356oYAADPjFOvJOkUdFcOh0QZi2EI7h4hmqWceT44I6/BlCmlS9i/TOy/80YJ8qnZ3H7Lz48TaBhC+3Szheta2K5lkHYeQY9HwKdtcM4Bb97xPugVxhJBNJz9w8j5BvfPYQ0rdume5QYMYzCiEADc1z/hGrD3Q2D7lZQzgB9Z8dz3vIivAZEBWk9PGydQ28ChB6ZjdO4EEHLr3V7zQO42wCefJ7S8+H8eaBnQcE9mhp35LI0jcDwCn1tQ6yfXmU2zZrMJ0YecpFogEw5UNCZats5Dqq2TPgHBNK0P0tpEDZFEuy6axUNS+bgBhCAosiD8IpxpRQRcKIpr/26A7RnAnD7cwjzbAO5jDthiHdq3J7jWwHYGj18hHL4+4uYrd/jk557h+hev8JXhIxy/tMO7H25x98PcVHsg3P68Q39vYc4O444wbQjnG0Lzm97iX/xN/waOtscf+Zn/Cl7+3z7Ef+3X/iX8+O4T/Nuf/wY8jj0m/25/5Rd/GPb1Brge4AYDDAZ/4e1vxdU3CV/6q3do7j5nods50DgB4wT7+Us4LwjRJ59jS4StphuKxaVt4F7cYvjwCsNNi3FvYBuCawjHDxqQBczoYEYHGoHmaNFatgg2R+/XYFi4d4bgWsLpeQv7UQtntiA2YgGO/0/WoX18hv71Ge3Le5gzc9ldy36VNIzA67fBQqPpyNT3UfGhDoQArmXDdRaAt3bo6aesWmKVZGruwc+LOEepbZPosNBj52wQVANo05q4wyFawoKVq4t9V6kAdLRODrXcRkpz14Jsn3Lj9bsI2PXWMNc27FDtBS+S8M0l8Gkd8LUvYbzdwm4atA8DzOM5RAVzXYvT159huG5xujU43xJsR3ANGDBa4OabtzwvJqA5TOjuBzSvHvg7dC3TlHsDTA7dJ+94rI3B+cs3AAE0OrR3J7iGMO68r8Bo0b56AJ3OvA86x/uiMVEBBgBf/gjY9RivNzCHEeZ4Bj59ye8t313vmXLoAl4It+m+EMY1EyhK1C0R6mrUPuqUMsEkSoq0rWUN+MxirC0ZTTPzOZ0Jy7mgon53IwsOJb9I39ny85nFJAGvWT/5nFAgQtrydPpoKRAgrLTOmw2nyLneR4GBDGg4w3pn/kDHF0WL/JsI7nDk+bT1VHxn2f9E+iJUcP83NRbk2lRpk4/ZFC3llK/FEoAXi2sA1f79vIWzZv1K1rrQ6uXfYgUV33aXprqRe2aBt6BAq/5OseHk/4l/fAJ2lXuIV/pSI+Op5AltRQxzlpW4pH3odWyBXFZQoFZAs4xRiekzA8Da6tq1GK87DHvCuONzHkZ9J1OwWCdjo75v2AOy73cJEOVFA66S1Sm3ML6PxSy0lc3PWsktjPLbmrZLLIe1fcjfLweP+RojtaeUvlkJZOtn8j7lz+U+mwWFlD0P6XqVcxtguVTJuPCsncDMC5VE5Q2h4bNVywfio1fYY52jIOsHdyavyOWzTVn4vftQaF8ZhViesV7+sszKurvnsWgamOsrlkOmCXT0Z6ZzkQLadyx3ngfYl6+CEjb46U0WNE4+qr/lBPPjCCfjJYrm0ntmZQ3Y+9MA/goR/Z8BOAC/F8C/suK570NxTN86D8D9QxA0AbDZNZtQxkdrnJ7tgcnBnLwG3zlAcnxIjrbzANAI2u+BXQvabdlnC4hUuWGIUS1lonogZT54AbfbwG5b0GliAewNgLu7YHEI7clGLTn5XOHALIC5nI7pR2TFphQPkBAQxgsobgJoiiZup+6X6+5wDBph93hA9+03aN5uYe4e4PoObtNjutnAjBZ0GNjS4hq0DyO+/u+OsL3Bux9+juOPA+9+6oj7v7sDMMK5EfbUoN2N+NqXXuHH/qHPcN2wH9Nf+uxH8PmrW9A3dvi1z9/gQ/OAf+nz34GXn9/ghQP+zN/6LbD3Hb7+5wnkgMOHBtt/9BO8uH3EYTvgeOzwA199hd/+4TfwZ/7qT2F43WK86dG8fgDdPcA+PEbzv+Z9TyoPoxYwZOw/+xxt26IV0OR9NjWVT9MKw99tG/2svCBAmw22bRsEZfHhkshM1HWwHz6H6xrYZ/u4oVvwGA8+AtTpDBrOHFZYtUfbDbDdgEa27rm7+wj8/T1oOr/JKB9EsV7L2vLjJElJef5FcMDvH7n2svFLrklRmoQ2/MYY+hiSik6B2iEjbzYbtnJd75l6OU6g4wnu7SkqdgQcCj3RsbIm1O/plm4YggKIHFMp4BicumGEO41RiBLQ3DSgm2uMz3c4vegxbQnu4w7OXMG2LyCqx+bk0Jwd9p+NuPnGBHMa0bx5xPR8j/G6x/GjDuOG5+rxeQOgB9k9+gcLZwjH5wauAcwAPLcO5COTnj7oYFu2LNtmywqVCQAxkBx/w94rGYCrb5/RvznBvHkAXe343SaL6dke5w+2uP9ah93LCf27Hv3x7JUdI6zf55xYGsXK6Is7n5WwaqK11T8TkuDKQ5o+l2jhTQCS2hcjzCffblBEGQ8GpVod6COnQ4ZJHQFeapHjfS+xaGTPpD/Jy2TWbe0Dqx3kpZ9ynygKpylY5qqpdDLhSAswYZyd836cca/WkX3dMADv7vms2nSBZkQ+Up1zSlEoKRb8HkNX+0Axd8ejFxBdXPeA15a7xM9UNNLUb2NkuGnie3J6sNBaZf1L8VahuO7Yoq5BpA48lnwbZf0HWFgJ46IYM6LM1FagoHzSVC64qCxVUXEZDDbptw1jYgN4Snx2ZV/0dSeRmOU7An4ONXP5QCdMNiZQwVPQk4ak13Mo+akCovXcTpgWk8Xm5RHtfQPXGZxvW2w/jebdWlCe+d8Vq7z+/iWgoUGbLjXgM+tLoZ2l50pApQRGl+pbsvAt1VMDsPk9S/udWDhLYLf0bkvlKSCvVsJ1UWhkc1Ir3Pw+b+8fwrohWTvCRpES9lKWz8hFUJpETW87PpcEOJ6HlCWkz56mCfI37wmAcxTkCbIeqBkCDAcLhJF9ld0mzJc/ZqONUEitZaV6G10zOCk7My7g/fJotwtxLYJsZAwzmCabst2EYWSIjUkiSy6UNdE4/+dE9G8B+C/4n36fc+7/fem570chMtGJ3CNlSUjIQuwQNLykqDSYXIyYA8ytGHLQGMOa/pE/voRWd5LssERfkslzOHrwaUCnM1OvhnOYhCFqIsCmZykqFYSOrOiG0sYmQoFLf9NaQctRfDDpw0IdUiX6h3MMZL3Qrt8tFyrI5ywkST75eARevUHzi0PQQKLvQX2H/uU2CBXduxfo7/Z4/OYWrgG2ry323xmw/fYdWytuP8DfvvkyzrcN3v2IweOvP+HLX36D7cev8Y1XL/Df+k//Wbz4Gy2eAxiuCVfXR9xPBBCHv7Ut8EM3r/Ff/vA/wU/238ZfuP+N+A9e/ij+7E//ZvzgvwX0745whpNShmTRIsCcz2zZU+9atXRpMDBFga8Y8MRFvzhJOp9ofA+H4E+VPP8Yn6O371J6p++judpzVKirHXDDwhpZCzN6LZQxTAUIaSk2MF3Hm4cHP+RzFFLfcf9OJw5WAjUWzsW5L0U263GIAqoWdPyckm8f/DC99i5Y6HSQES0cagvghgGr2/U4fYVTaDSnCf03DHD/CPf4yM9by0FwBJC0bZzvXmB06LzlsId9cQvXNSDnYKYJsI/BD1DXQdsNcHsNmiz6N2d0n97FbxE/NOjEgXzc23dhzVvr0Oy2aDYbbDd9eMY9u8b5S9e4/3qP022D9mDxwd+8D8va9g2G2x62N+jfjOheH9F89iaCDJkHfQf7/BrHr1zhfNvg4Ws97r/eY5YWldji3N9ZDHuD8/UG9JWvYvf5gO7VEeZb7AdAAPsp+8NHQAc1jfdp5MOWnPczblv+7kGIVUK0n+txjKISLgYlEmurSeYFBg+SJiSBq6KQrwGg/KGEe2UhkaiTcs/MDzHvp56D4TrF4DpAoD2GOSbXgRA9N4lsCb9vwqSa6Cw6XVA4SQQ66+KcFGaHaKS3GwZKg7K4fvwBzh9e4fRRD5qA/t2A/hdfMv3XOs43KtGRr67gnt9guGXf5+b+BPPqLukfr091jmgAorXM48jvb/gspC2iz6n2tSHDuVFFO19zTSDyQYUM91dcJtrof8iWJb+n9j2o75kxI4BcokceT8GiT52P6CuWMqFP6e/U9wh+PTIPxTIn+5mfEzGYTJaqR4RVmQcCYIMlw81B8DgALrPW+f6AiM9m3ZfZjZF2FvzwlcXTDUzSDmsjtwxK/33y5+Yzw8cfEfptz7KTROIsgYYlIFGiLZbuufT7Emic9acAIpd+l2u5xaxW32KfFdi9BIxqz88Mfzq/cwXwPaX+3KqbA8Xc8leyJOqSWzaz69oHvxRBOCg6BIRJwBZJp6b9jbVlbrPh/cw6b1TxStrEHzUCw7AXiWJT7QXJOaBz7wE+cTu7kdibHc4f7v25atG+OcK85bRt7uGRWRabDTMJPQPLvrsLihkT5CLDye20wrppYEXm69qwdzlxx5Ex6HtgvwNUnvi8rLHsAcAewDvn3J8koo+J6Nc4535+5bPf26ISDjMVhS0TZAhGLBQijJ4H4P4eZhsj74WQ/+rACUKd5HMbR2BMI5IFDV6OlazjCbrpgU2Pad8D1xuY44AGgLEO9nSCRDEMk002bJ3gUW/WOV0oWXwa4KmopKKhE1oQ/MKwhrWW2vSrhafJRzxUAjeAoMkOh6S3nhrrYjJJEer1wS6UL6X5Nnd3ePYLPZ4Lzex04sXhhdfWWrQA9tsNnn/9K/jOuw/wyU9+jN/7O/8KPrm6xS9cf4BX3/wK2gfAnAFjLEBA+2jRPYxoTh3+0l/7Cfyl5tcBFth+0gAEbADQNHIUz8/esTB7OiWAOwhTQNzYxArhx3vmA2lIURcLm7p1iE56Nj6j6JEAgv9VDH1PSR0zza1cEg48/MLvWo7k5H3FyDrQ45H9VK/2cH0H+9EzwN6AJuaFB62YfweartB4bjnaht/BW37If+vUMtix4/J2wxZxRftynrIgwHO62cB2TYio2jycYN4+wH7OVAYYgrm99VGvmgBUzz74ju0Mdp8c4BrCtGsxfXgDesahlmlgWoS5ewD2O9j9FiEC5eTYR7dvMT7fYti37EPZAs3RMXAcngG31zDWsjLAAxgaJ7i2gb3dMWXyMACv3oREqMHvtmnCPNZUKzjLa/98hrtTH+/1G/SfbPHhz+39OFu2hjy7gdtv4LYtuvsBdJpgHk/st/nuDvbxMYxv2D++8yl2P7/BTnJO9h3ctodrUwBDk2PtoxdGxw+vMF53OPzAFdoPfgjmbGGGCc3diVkPPjcRnGNLqqSEOLHmEsMQ3hlA4uReEuTzQzcAxLYNPpEc0ficKhecSsOhqHch2loQWjO/IXlv7etEBqafW0+c95sI69T6KJWKRh+0wxJoQBelJAuBi4gSy3bYj0vCpFYIOgNM56jt1dQlUYAYwzT9tuVzp+/gdhs8/OgzDFcGw44pxIcPG7Rf/Rr6dxPIAtOG6cViKZbSHhz6uw59r4CeIbSf33G05fuHGY0wKHm8j7acw24YmFaapd8RDTVbgJW1TrkMGKFRi2VOKwCsA/o2+OlyoC4+n8ztLeh6j9MPf4hpY+AaQv/mzJTlxxPcruezappg3j0yUwXw5xa3Q5sN6HrPbQ0j7Os3gdJIQDj/0HURDPpvT17xAjKcT0u+m/ehJCCCduuCpZGImMUwAdQ38/kBxIh+fmxnuQ9zf0LxCzVtoNe7yfIeeD4rVlEc9/C4p7LTpofbbxlgemxBk2WF9pqyFuCsAXhrfl/T/po+rQF6a/qQ+OUWQJhe9wlIYpCXRLAOPppZX3KL4Jq+laj0S88GunLWjtx/yfqpQaKymIcqgLD3a0UUJkmEvomyvJ+3ZH28ALC8RjLWDfxaKkTJ1ooPIDASAMRzSNhV3s8/RMUUdyvpR9fCGQMzWd5fzrynCFOQPv6I7zfGs+S8LLHZeMMTu2zhPMQzyP/fAT7ug+VgbkK337Qw/txx4xgYh0Wlj37vUpLr5Aai/xk4IudPOOd+HRF9DRyg5T+/+OD3oTxrPnJ/780/wofudguAD2p3OM4Ws5smDlG62wIfPPP0rzPc3R0LE5JvDwghTSWnTKCVVSZPzlGnpoF5/swnAI8RdnAe2FIimvJcmyzgzNc5i54l98m/CxqcPFKeprHM8iUBcypM9luirVb9FfpNEp5dUV30GIVIhoryJBpaIu8bIhZR0dT6JPQcsnaH4Ue/gsevbPDmxxoMtw7DjcXND73Dr//4E/wDH/wt/JbtN/C/+KV/EC//8I+g//QB5Bzuft1zvzEB/Vumj9qOsPv2I8zdEfT2jgNdnDlqaPF7JoObUSeyjfliqOxL2raMKjHzw8jvUfeWIgLK/aVcftx9TgqKpmHuuGi6Dsf429WegZoxcD6PjCOfS2YYmZ4M+Os9XN/CblvYTcN+iMTUB3IOmPy8ss5vjCP7SN7uMG0a2E2D7t0ZGC3IOYzXPeymwbhvAMcAZfv5EXQaQMeBAYi02/o+NoTpusfU8fx3xvuYOMA1FHxLzejQPlq0dwPMeWSA6DXmwwdb2JZBCFkHGn1gk4n/b84TzP0R9HiE/ezlTNhPrA1I11b1e2aUsBBZzINnjFPYQ6JGX83DLDpZ0HJKn87nMF91mhoR2M31Fdz1Hm7XA8bA9g3srsWwb/0pDBaQAZBzaB8mtA8Dmm+/8oegB03ngSPxCh1lGNlK4fuUvK+22ApY2O8Y3G960N0DU5G9H2eyp9TGtKLVDoDTCxkhqpvsb0AEUwV6fPKNvCWNOs49xpScM4Pv/HkgtCGBhBKFjaLMJaBYqN1tywGu/N5N2w2PT9swaGkaoDUYrzpMG8M+vx2Ds+3rCf27Ae0bFspd12DyaxMAmiPTi2mYmO1yHkDjBHu7x/hsg9OLLnmP7t2E5jAy6BPl1OkM93Bgi/rkAxY8u4G93QMWMHcPsM+vMe17jDcdujcnNHccuVis7EFhJKDOU5fo9gZ2v40uAecR5u7Aype+w3S7he0aTJu4J7rWcGTojtCcLczJoT1OGK5b9ps1YNozgKkn9psVnebIaxzgvUKum7NDe5hY8LYOzcPAgRZGplaRsCf8O7iuxfjhFeymgW34DHMETFsDsvC+1xMLbwBsy4KcObJyhYYRaAzs1QbTtuX9D/D7E5imfbZoHwfeh0/ePxeA3XX8LT2QFeo2JDLvdsOKMwB0OEVKb9exkqDz1LBhZB+jsPf3oNfvGLzfXMMdjnx2Hg4RhFwCUGspkE+9d21ZYwF8Stsli9alunIQ9RTguBagPnW81oLmcH+2xz6lPS8rGX8GJSkY1Nmg03AFJToQFX9+70iKNkosyLwzOU779QKJAlvkeeq7os+geXbD52zfAYcj3DCwotakfQsRtv37u8fHcG5rhcsscrcGxx0H3ZLzS4Cyjsj5/3j9v/vrzrmfKg39Gsve7wXwWwH8DQBwzv0yEd0sP/J9KtqyIIcsmZSeqCdy04C6DsMLdlynYUJzPrNWUKr0WlsaRzih2EmRUOlKk5ybe+WAdo+PwMlzgM/n5EPmGm+d48vZETNhpRbQAEjbVnQlANym1x5Ejn9MQl2K6sVChpr4OqJh5yJXWFFS0FAKCClLQh4qUyDQWXYTBOAObr5AAabjEGt220/e4vZVi9v/aMTw1ee4+6ENfuynvo0fv/oUnwzP8D/59u/Fz/zNH8Cv/7lfZqoOEa5/zi/+yYHe3AWLm2wAzr9foqGujHGeH45/z6wVubZtVk+m/co3ejkwxcKmlQqBHhmtvbrtIth0FsAEN6I4f8gQpvto96eujfPhfIa7fwC9fRevX+2BlrVKbuOD+Fzt4jwYONiHeTmypVSlC2C/2CHZBJ3/1ub6Cs1ux3W1DUcnJUL3kiNWbo/nSPWUSKRnb0nKqW/OoX92y0JNYyKd8vEQwyV7Drw7HFgxBMDcXIdN13xrQAxn7OeGTcG3Gzl6ZlGbpoIj8HfEwqHu16LzFiDNMnAOdG7j3ibUFHE810BB+e9Q4yMK6sNCUb6cT3USAnUAnONH5sI0wTQNmsagk4OQVOTRrmV/5E2H8498HN6HrIM5jTAPnPMS0wRzOEU/AyDSeI3hb7TfYvhoHxUDzgPq04SmbUDHM+j5LR+kQs8X4HSOtPhgSRN/LKSHNpHj+e0T85JzMX2OzH2bRTUFfAhtE5Qfrm3g+g7jzYYD6ABo7s8w9yeYl54NYShatifLArN8h8ORlRQauO53cc3Lwe1pltj0GL72Aey2wbRpQKNlwOAcdLhYGi2604Ttdx6CBaZ5eceKxuMx0A6bcURbCNDi/NxxTQPzeED/eYveKyphDNC1mF7cwO5anH/geWjbGYKZODiBOYxwBrB9C9ey4sV96QrNiX2J+9cn0Mlboz76IPTdvL0D2hbu9grj811Q8NDk59TZYrjtYPsdbHfLih/r0B4szGDRPvio035+byy7aZiX79jyfDqh15FJnQNMA7q54uBWRJwkXBQWRJ7ZYPl6Y5jiPXHEPHvdw/abmZDsCD6glkPz7oTWW/rFqk6Hc6jL7vugPGkPI1zXYLzpcPpow+xNB5izQ3O26N+ew/w2Z0mxQrCblsH7hxwYjMEo94N9eG/DuMhY0uTnDTGgNWcLmhxsb/icHC3MefJKrh0rAsTiJPk37+5ZCXMeUpbRF7F+1e5dQ/XMQdRTANia/pSontrKBZQVuZeoqnn9l96jJDOEv7URoNLnp1BPF/tdAXpP+AYhEImwHrSiUpT8lFOP1X4dGFBR9gypkORbWD/+wwA3FoCdovy7QSkDm2YuX4lyy/cFxgAt+SjZG9jrDcxjz/ubeWAZRXL4qTRKEGWf7P+ZK5WOph+aH0Y+g8jw80Lnl3fuu+Qsq5U1YO/snHPkeWVEdLXime9LcYiaaSc+coLCGxM1qEKLGUfgcED7li1/dDwHTrog90BDzP1JgJhsGShrkJ2Ed+2Tn9nHxfcjBAWIfnUxV1fUMGtLY1KXChSgQyXneXZyHv4swIiTELkZKPMgLLcyhbaGEQ6n5Dcdwh4Ag0sRLKcpRjfT1sGML23tfHOQ/HF0OsHYW2C3hb3ewgwTrr494Of+tz+J/7T5SU5vMTn8yOcj7Ks3QVtiXvn+OAf75m26mXrgWaNFph1RQC7QMRAFh7xUaScpLSP5PQCDqOUqhcyuhQ2XayF1hvcfSTY3TU0TYV9ZWgMwkG/jLOxZbUTOByhS75f4jHiHfiKaKTbmQ0GhH/btO+DtuzgO0mcBIpmPUpLCQfwRFcVtevU6sd44y3nmnLUMph4eU40iECJoVdee9oOVd73wPdLnKZ1/ev8QaiKUAsnZaB2cIuczGVftn6YEBslFqAPb6CKREeUgCgemhLL2wN1J3d46LNQZTBP7RHUtGskNOY6gF8+Z1tJ3ILJA28Be7/yhhKIgR5ND9507tmYICGpbuOsdXNfA3Xoq3S0H1SJrI7h0KnCM7PFqzzPHUxACBHC5RtYC2DItz+1iPtWY8BacIkUqtCI4T2hf3jMgOA1sWd71wA98OQjwyaeXNloDZ54xqFC/l4oAX1iH5vGM9vMT+0kdDml0aGnD0wbd+RzWtA2KPKYKko/mmOSe8oKLTvjrjscYcVXRBM2btzCeMiy+xeb5M04J0ncMahzBHEf2KR3HoFiRue+udmyR7BoGJYaAZ7vgnyogqffMG7GaSh9CiHhPtQ15I2V/EKUQGVjxvxPKYaYxdw8PM2osoPZnrez1tCoY48fAJn6K8NcCpVP1TfZLq/2QbZy7EsW37TJxzIPwRKG93cDI/B9HNDooGBAVaiIHAXzuSholSZ/RNKBnt6y0I2Jq+OMR7vEx+JM7r+QJ1HRR8Po5VGQb+fn2dGvRwv01AFiiDcq/S2BHP5M/twZUli5p37mSPJC3uwToliyPgT3VFOROhwDASgFaVrzHvL7CM/m4l55TMsTiveImQ8bvTSYw3txk4R68W41SSlLfM7PB7z+SeoEUw8UBzArY+vgQ5zOsttRp1xlJWeRdCgDMZGT+nwENQ/DRE8u3E9o3wMqaF3uYwcLranjf9eeV5Apk4DlGjBAU+3yuB7zhv5+bJh6frmXr4TQBhsFuyA08rpBhsQ7s/WtE9C8BeE5E/zSA3w/gT6yqvVKI6DmAfxnA3wUel98P4G8D+FfBaR1+AcA/7px7vVhPY2CudilSbpoIAL3TvFBhhKpgW8MUDOe8X14TNnwSCqJohx0HHkDb8iYvE3IcAWsQnMLjy4VAMVKcc6BxBA6cBy2x6Mnksf6aHMBACrikLjUZE/8UDSAm+InapJNX6pS8UJnFME3aG61/LhfmxVqZvHMcwzwkdBAmVZRK5zUUsVtKCI4d8loXH03RGFDboDkOaF4B259+ADY97PUe080GzeM5HMLOOU6BERze1YIQITo37ef0zFLJE6qWNtCKFU0fiikIioA7sR6Vxge8+cxoFE4saPnB57xflFHtsq+UA0KkKxKKLRDHqmkiUEcEeZLypAhyrEsARm5tTC2kUwpYINQMD0Zkjuk56oFKCRSG0OpApP25uBdgsnAY4obfKeqqtSraXhPqmVH6avTqmuChy0woKaxvBUD57wluKlMTF+sGEjBbLXLoSn8MZTREv35l3XtttT2dos+OKBiGz/2/DQNr/zcBkcZS2COsiugYUoQcT6DhHK2aXR+FVxGixY9ChFLn06e0nlGx9UFwLB+0NDL12J0HTpty4/WW1sJ8+pr7bF16eEpfh5h7UVPQ0ffA27i+Sfoifn9SRHGo/Qz9uHACXa9wCYo/in2fJtjTqaiYEqp9ENDVPSQab6L0WU+fle8DIOSNEncHalu2LCoalJts9E8VxYp8O/WOZrvxyogJ7s3b0Cbt9xz8qWthHo4h1Y273vG6O55gX72BPZ6SQDxJdMhK0WkGdMTSWYAx8YdxKpIo4t4bI1S7cPYEyrH1Z1HynArc4BgQ5nRcjpCt+j7F/vrO8/9OpznglHeTcj7PBER3zmQQKULacDHAl3YVoYfH8P1tYT/XQVxmgXr8eIY0FnkRwf+SZav03JrfnnJ9zT2XgFC+v9d855bqLwG+qmK48Ls655P71oC42vfQysdw74pzQ54tAUMtSxXfw8um4mICKAWbWhfi19f38UwaxmgkaJqg2ErqELcrv58TEcegAIIyMciipX1FfIi9DBBSL/i+u7ONcuzDI3A4oHn5munNLbuvwPl7ui7s6e7M4NRZVsSGCOR9z95GOr2b7x8RhTOayKc9Mwau9cpR40C315CAfO+dZ49YuvtXAfwkgHcAfgLAH3bO/fml51aUPwrgzznn/htE1IMDwPwhAP+Oc+6PENEfBPAHAfyPF2vxlMtZlB5NBXSeouI55iDigCI+vYL4GqRRvWzwJzGej8tI3EfTmSbYu/v5JkuGJ/9k4dzAVJHGxINffFTyJLyZFtA1TcgntFiU1j38pCmJitesDzFSQnFqpVKaKZUYNRw8Mjk7zqkUch6FcLHq8PIgNmhRfC6ScI8I9fmmSek7SzJu9/DIC+u1Ad1cAzdXOP/YVwHHQTXaz+/Yh8r5oBjio+C1rUI9LfqoBgpkk4Ei1AHgknBvp9nv/H65r6fL/lnZ4OWa8McbAI6UFbB2YHhBToCVehfnaC7oXyoFR/HcrzAH0cm5QWY+rnmxOZgu9EtbxCZEmnLWj5DLDIjWLiAAXfhcl8FiKHVqYW1K66sWrXHNNd1AYf6o99TvWNIQ53mLdCm1pRgC1fuhFBDhnW0UROWepgnBnJwItvkBqcZI+lIExL79IiVa6pl8cChzzNp6CM+EfguQqLxfKErATYDsq9fJu1zyX06uT4AT3wu5r/KeM5ZEyd/EX0ue11ZsTX/P6k+s1HrtKYXcpbNEv7M9HOfpAjx12M36ocZn8Geoj4Kb3DdZUHeGeyCY05mVfaMH3nd3gHWwokTN++Zpi5KyYrZ3yJmKbA/QwFcAYBaMTQ1ADPUOIFjIpX0gunGo94rfckrmSJJzUY+Dbyv8P98z9BkhtPJ2vvYliBXQwPRpcCGdq69Y9PzWSoBc0Yq4RwTKHPyeIJaN0vmY0AsvWNTk2hrAVrPwXbq3ZGksKbLz+y6Blpzd9RRL4ZLVbek9L4LSwrkq7S0Bacrur9239FuQubX7Sfb9RVHhZRKJ4B0plExjpCySbni27wIF36rUVXqfJAF6Hz4HJgvzeOQgJtOEEN+jaRgPnHkvMi3F4IOTTYwGzjnAMwBBFCIfU2PYz327wXS7gesMaLBoXz+yYUko/OK20HI0TQtPq/eys7m5DoG1aJwY0Cq/d3QdaLvl9ElC+zweWRknRpbGsJJzoSyCPU/f/LPOud8O4IsCPD9WdAvgvwjgn/RtnAGciegfAfD3+9v+FIB/FxfAnhMzpxfmadMD2w1wOrOj5OOBNyTto9K1rPGVvB0qKlbsJFP1xKEejwfm4A5j9BeR3Gt6EstBPo5sSfTURmrbmD8DSA4K8pF2BFg6TxMS4atogYI6nB0n+Z0J4BoEGnWI6Yh5edAOdRCGw0ItpAB8dzsYG1NQ5KAhUEZcpPsIJSYI1UFooFQozbWL1gB2hFO/G4CpVPtN+I4C7DQNEgHAp5aEYLESK64TSisgh3Y+3kkEqiUaw1KZHe4lOobcm2n+SvTBS6VEq8mopNG5/oLlCHPgVkzGW3oXeY9LbSQAp3Bw1ApREdi40UUwlVBlC02P2bwr3bNS4RkAa9bHtLI5GFqsv6Rc0PSd5N6Fcc6BuBbWC0A8jEtFYEr3psqczBRK+TxKuiegXFt8s3aKihPdh4Kmtihs50XRdvL7i2Bf3RMiIet+hrVRmkyVta8tB46YPZK9y2ztZtTvWfvOJcq7pA8aeKjf3WiDf4gIYjDEyYu1EjEbk+SddX+chX04BGtwwhKY5orNJF2GYoEU25vOyB6evV/CCNAKtDBukvMwVfoCmCvEciAVvmVT3hOz/Wd+xnllnKrPTQgySTj7avNWfY/iuRCUbJP/LH7stWKz0kbCwPBzwLRMO6XJqG9z+fwoFr2vXAI1+fVLVMEapVFkNb22iudxCTgZzNaNtJHcVwKHlf5qhV8NrC2V0t6snyu9W3LffI/R66TYj6daSrN/J3lLfZvivxdcoTzQkqjTSR5M8c9TlvrYNZah6dEHahwG/t7OARMrLiViLjWGWXdAyDOKh0e4aQpB+wIQ3e84GIsxIQ4AJgszWbhNg2G7hds0mLa36LY9zMMReHsXGBO02wG7LZoXzxHA9zhFmvTVFjgNIS4IbXrQ9RXsh8990LsWzd2Rg9N5+RvHYwgIk0fuzcsaGudfIqLf4Zz7qyvuXVN+FMBnAP4kEf1mAH8dwH8fwJedc98GAOfct4noS6WHiegPAPgDALDFPph5QxS3tgGdwBNFR9ikNtw3fnjNzsiHIU46Q3yPtNN7pK2pQsfos2cMwbUjrAo/TIajCNF+xznPNj3cfgM6nNk/hAgGiObaQHGkyM/XtJjMnFyK2JdoW7WGJNDT/OSW+7UWWC/yQN9iqyKoi/QV6edmA2ojRSax0im/MK2djYe0TRZlUaNYBFPzTcoeOWKZUc9Sy+HuQ4AYoeaJNVPTc5a08L7PM+tDrsHTlIy81BZdSQiV3y9SVaw6tAt1hfsKoCDZpGM9ZAhi0axTRivCc36tCAYuHFK6zyU6SvUQX1lvqCOzsNUEiSKlZaUQk8/dS3186vWl+RaeWVpHlbpLgmoimC60N7NcrhirDCQU57MWPAMzoWBBvtDG0m8BwEiZpgjyxDKfK1iWwLgwFfJ3uFSqAqkCKRm4qDriC0hQY+wsK3fq+0X93ZJvNJ2L41q14Ep/ErAawYYLt7j1TIhKPxet5pcsT0k/FSDUpSSI5wwEZN9F7wMl5U+pv7q+0hrMXQgS0HpBoZAIw5TOV33+1Ca5JLsXuUIsHhoo63by9ygpigCkFqVK38P1yp5Zq7t0T85sSErZhWJ+f5PNiaa6H5XYIKXgavHeuVJmTd2L/SUDlFhD+tlL452fiaVrBYVBkQ2jFa+ZEk3k7jC/rON8mUEx799TrzUNdJw3QhwOoPuHKPNJ35qGWQoSDFD5wAcat46I6Z8xtzcxYrzIt5sNG1QORzS/dETzHQVGu5aDO33wDBIoxvkce+5wBO22HPl2v2W/WedgXt/BPTwGTEH7PQcx84G52sdH0Ku3XP9+B2w6H9H3XaD7L5U1YO93AfhniegXwFwaAuCcc79pxbO1Nn8bgH/OOfeXieiPgimbq4pz7o8D+OMA8GzzZWc+/sgDuyGgXPmQkvg2ACpDfKg3hsMg71v0L3feF+EcqQo++liwUJ05olcSma9jKyGdm8Q65MYROJ2B0xn04hnGfYfpgx2a44julya4ew+SnAtWvZBbxIO5anhu65OxCj3HT84AZJBpPzQlxpvEyf89Cw8fDgBZgBYSLTNY7iSYjTioG+LngGgZzSgy7AsmAkVcWHoxBYqNLRwAagMJvgPe3M7cbJ8sV/wwtJ9XEqDGJhtMXn8SMCfZbytUlVJ5igauIODM7pU69UG8FiQsgY5cwJuBG6Vt88GEisJ4qd2SJbRgBShGcVNa0+pBVhNaa23M7suE2EJ9M/9IaTcXInJhSgBr7b6CEDILwlO1QJW1zLMIvMq/6WLwmOzQLfdBzafwjhpMyHMrFBZAmMPB6jq7XhaSZxTnL6IIEKWJ9jcqvvOCQiXXcpd8aQrtzveSbNzU77P1WbMGVtpdrRgCioBjZvmoWDrieiopGxYURXKvtjquYQlk/Vy1j+bPzO5bWCdL436JrrfYZuFZPS8AJFaZmsLnfdbCDNBeWF/e0sw+kTb6OyV1mOrZPWuzZjVb+nftudI9sz3YpeAfSBQjxT16ZoFNFRfVc0TtD6vYILIH1/bEihKvuifq9VtjFszOWpHBKufApfWRWGjLYxzGS+jRyk8WQKBOYjJwz28hOe3o7pEDBz0+JqwxTc3XaXzIspuROw/xHJRiR9DVPkbt9D7IQeYTppjk1/MGIvulFzD3R3YHk34CQMcRpacXe450O1qY+wOnsXkcvJ/vwAaX/Y791m+v2Yd84NRTdDix7/I9O9yxVZOVju7xgOZwZD/DvoN7dgO3aTHdbGE7A3IOzbMrTsFiLfC2/pmqYI+Ifsg59w0A/2D98fcq3wLwLefcX/b//j+Bwd4nRPRVb9X7KoBPL9YkzuUPj6l/gv+b+t6DA5MAHxomNMPEYYwlKhmQWM0ktDB5iphYqySwA4AQPIAchYUlNE7zwXN2RD+MzOF9PHLCaO+ELaHWCWABzVlAwGKILiTgUml1PQgksQaK87dY10q5RTLtuA0+dopqk1OlxOdJt6fbEODmaVfhugZLzibazkBLzYq2Ms2uB0qB0loLUNVJ33MqkIvC0qIVQd8fIqUuHcKoH6JLFhEBAmsFhdo9NQFvplF9gvUrA57xm1U01bVSO6zXWEbkvhpVSa6XLHNKqEwO5MoBNeuHFqIqlNBifXpM1lgFC/2ROV0UmC8JNmGOqzWWWcCWxlP7NBb7VxLw9VhrYQmYz+9qv9PxroLakgU9n99rBd+kzhWg6VJZI+Tn9yZ+mk9QDD21fW2pKSkf5J6LY5gpHipC+wzkhWfKFpeEXqq/R80iWwIQWvmQP7uknKuBv5qC5n3mhszb0p75VIVhroR4Sp1rzqzSM/n8nDGAvDwBpPlp87LENFhQQlb/Xeprrb6SVbM4dhXly6X+1fbVJebImlJ63maKmNq6zduqKaBEOeXXXhH0ru3rqvvm5z+1XZr/VyxykwWNI8x2y+5W8PL8wCnARObjCLYCkj2VeJqYZtmxzx95WdwdT3NrHZD45mnZNsj1EqPCGE//nODGKaTvAcAUUdvDGcK472AGC/N4YhB5PMX8tpajG1PXAp23Xvq+w0f1jBHRJYYIg1F6/gzuZo/hgz3QEPsFvjmwQUmiWKv8mbWydPXPAvhtzrlfJKJ/wzn3j178qCuKc+47RPRNIvoJ59zfBvC7Afwt/99/G8Af8f//v1yszA+gBGiIUTL9JBwGjmIzsbWM9i2w6Tkn0GkAvX4HezgGuqdV/glBaPJ+ZlK/JHwFGV6E3hmdjAWoi1aqh0fgeELzzsAdT7DnMzu+K1BjfOLmWaQ0AJiWF51E6oNwnYPWJI1CGPpWCk4inH3vu5OY03Mrl1HBVkT7MROaL1gJPFWM+5k+dxEIiEDsbLQ4SpnAi9K/f96Pub9HM9fG6bEotr9wuOYaracIGWvKpU310qa/RrN8SYhYI5zWaHxFIbFwqK2hqhU1nwvgu9RurVzSbuf3rhJYtMYzAzdhvlyY/zVhvfB9YgCNy/Nt5jtX6Fdsu/Lt3kcozkFhgRIX+5R3ugAoSmO8pjzVIlJbD08Vqp8i+AGYjX2pLNHmluZ/aR4X96+FtVtTEszaksuiZMjvKaydnLo461dFsF1b/LvMoyVXLJlr61z6d63U5vAqBcbKfW0NGMnPAtkHSNHltLI1PLcAlEr9fB8gndf3PnUtKUxr1tPZvTlFOatn6dlL/QlKkIocUVJ41dbw0tpO/r6wzpb6u6bfuu5EeeD/Dsp6z5K7vwcOPgffwedpVedREg1c2HvwwaXOJgQ1QduCesfMPdkiBrbm6VgdbozRlqWPbhjZ/ep85tRNxxMwnDG9eRtjgOy2oMcjuu9YtIZTqmBgphkaw1RMn7OXqagWOD/APSAYTUjl93RCSfUppciPJ909on/3wOBVDC2HI5zzaXWa5gsFaNFf/UcXa3l6+ecA/B98JM6/A+D3geNu/GtE9E8B+AaAf+xiLT5/Tkix4KmVPBH8Z5P8OGItI8L4bAMaO7R9CzocOLKU5g5bx1oDohDcBT7tAqxlx0wVijkeChObkdsW7nRmq6AhRvjOJQdKEtJ+t42T+Hj0QVTmJvQERGWm8QAydTh7rUnVqQ60JlUL2AUn+JBnSFk9AfgJ7WLbij6WtKE2nUtJHy8JqLMgCTrdg3MzX7yQQyxU78LiLtITa/3Iy1MOraeAurXtXWrjogb1AggMc3Q+/v6Pclv6+Zq2XmuOl2g676tpv+T/MuvrwvdZ0qCu/R6lv5cAYaloMJRb0sLfuVUV5TErCZJiXVmyAjaa5rMSPCcVaK3ygiBSAhFL3y+vp2ap0fWV+r1GcCytQ/0u+t2+m2UNyAy/Zd9xraJDl0t7xkXFTwHoqb4k+64e06X+1QT0peulUul7KUjKd+VbrlEcyH25H1tpjN6nPHVci9csdCh6ZzlVD7Oasvn5vn19irJtzfWnlDV1LVkPn9LOpfWTgzl5rvT3pXpzRdhT+lnr11OfKxUdfRMIKT6ChQ0IACnJUy1FfMuBJK4EK/yn4LfHNxhvqTMhpUGSTzc/j3Kl88nCfvYytGF2HM0TbQu63rNvXqfopR6HYJoYIFpfZ0fss+eBHLsjeQunj9mhIwILIHVv3/l3TpUpgW3YbBnofQGw5yp/f+HinPsPAfxU4dLvfmJNkESf9nSC5IPSqRRIcmpIbiFjMG0MqDdAQ+i3W+80GZM2B4Dj8xvFyeKjBbVtSreML8Zt9R3o4w94op4H4M07ppH68NUQHrGfaOQcb/B+QrrJL4BSIBXNs1YLQ6irERBlzsZipct9eiBNULg3hKI3lG4UPtcUW/YyMFqIGsf/R3rvWrpNXpSgEK2OPhjLhCy/lNosJGITAHKOwbAGLYnwXNKKVwSttRvoU7S07wM81hyQS8LfgnVK56xKnqVMWMvbAD9XpMPmUQFrB2Y+z12cn6toQVqA1L6OOkVC8nxGwX2KBXGprNG6ekGv6G84E9ZrQugTwFBJcJe68/5pCk6RZpd9/6qgf+G3RaH4PayH+puv2l+eeE8JsH5RofyppTpmC4qNpyhR8rkiYLa0nz1prAvW2eJ9TwB4S+3X+jsDMyvbekpZM8f971XrYqmOJZeBp/Sp0pfkPqIoD4jC1ytOq0Fp3gs8fZfWzvuAmzV1lmipl9pac2ZcsvatPXeC4u6CzPK+pSR7vBeAtMGSF9KNOS93Gguilq1yG46a797dsbHifE7yRQa3K6KYV08oxlr+SFyeOC4HESkrXq6oS+VC5611TPekGPsC4Giauw3GF3vQMMEcB5iX7xhQWsvMP1k7kiNQDEe6fYDfYSjQoochvKf2WWS/Qx/U0TSctmGhLIG930xE78Di+s7/Df9v55y7Xaz5+1GsC06YtNsFK06IOClJgMUnb2R+6/bb96DTCHp3D/vAefZM3yFEipS8XR55R16vn1waBOXFf5Dpesv/PHcw58F/dJM4hAp45FyBpwhSNThDJuDyD0iih1WKttQFDYqbA72k+zp0tPgQ+rEOAW8an+LABzhItKIZsKtFmOJbFUXsEojR7+5pp7LgWWNDoZ/J7ePIQDsJ1qIoATkQnQHrCxtaSdgNz2ca65lwXXjXGjjQwGBJcM6va2G51l7tnYCyNXbJd6HAz1/si+7DrF/qW5esYbq/ytLNyg3E76dL7v8QDsgLQm+plPp9qax4JkQoXHo+r2Pt+qldS+ZxxaJWpOZRvKZ/uyQE5H1fI6C8rxC3dg2/rza71NZ3Aygs9WNtnTk4qFnOS6WklFjq1yoB/4l+XEv9KtZf+NZrFA3vq4TM2649t3TNz5fgmrGmLK23J+zvs3sq/eO8un5vIooB2pqCS8SSgmupnUvlktIsP29rz5X6sEbBG37LLLAAqkq40rn8lLbyOmrXnlLfmnsvKZfzPfspxblkrrv87J4sg8CmATryVMyOffAABKNO3i+fekuuJzJvuC0+S2ZkGbQSfVn6hKZJI4KKnO4caBhADwe05wHkfQDdODLj0Lt9BZcsBdrgcYU7D3AYZu06L29LgBgBxNR1jDEANvB4n0QM52KOUl2qYM85t2wT/M9C8YK+G2109iSKScyBAAic42z37ngCHQ7hw7nDYUZHTCJaAnFS+w9tzy5SBnPhETy5zJsHRtrHE6wkdPSbJAd9sYyBJG+f5P0DgAYhL1AAZTWNrFi4/G9imeNLFP8tGg2/OXO4ZJWMWtUvFsB8HNgp1gsNAphqArz0J7MI6HDAAcxOQCJg6vdLgJJ6V+1DWGtbAz8fOlz8LyH0k8QiscLSl/dJtVe8Z+m3RJAtHCAlGs/SIfqUzV3uL83zS1rKpSAkpTa1sJhv7ABm1t/ZAbZC+NIUsTX9yvsmZfbvFZS4NYdm7RkFlmIAohVKhry+0rWacJALt7795P+zv918vlzqg5S12m89/5YUIJeE6lo9S21fqveSAJnP81qf3qc8ZcxLaxRI15BWbpTqy9ZprMKpPf9C+9m+LXUtpswofee1IGGNQmypvC/AW9O3NfWuBWuXgNT7KBmeokTxZ38SoK3U9vsE/LjYtiv3de3YXtrrL/1eWjNr97alevM6a/fm19ee/avnQeGbva+SKam3ApizMyewtgDOkS2uUIGu2Pg8d4SQ4kvSbeniARf1PSslJCc2WK42PVTqMzenkCrlhbOO7xHmmHOBIagDzJAoQZomJoQfhkBFBQBc7cM9OJ3YsqgslNS2kJRh8GCXiEBXiir69p5BnnfNgsQpWXHWrUm98KujkGENwHbDA34eGGR5823gwooJlfy/Wx/C39kEQIQoOcr5M4n+GNpNB9idB+DtO8Dn+EgStisAQk3DE8hTDanj4DHigEnWwklwlaxoAKiT1qob/B8xIIqkbSCvkYNNUwwE4KfTPGBijQYZtkqKj9zIkZFADjP/Av09MD/gk7x7pVKi+OgNRkCo73O+MPMSKZ/ecivamdwCqS1/SwJJ0tcFofQph4BzKKZVSAQmPw7vI1Cs1XRe0uYB6ZwD5kE+woXKwZiDMn3vkgYzPH9J6F4hXCwJg7NvWrCEvK9AWPq+swP8wkFbEuZqgsHSO7pMm7mmlLTUT3nu0m+18j7zda3i4lJZu6Zq/Sj1SV9bJWBn33mp75cUMZrGnLef1Zvs3aIIk6A5S3TdSv9m++oaAP2UsmafW1KCfC/K+7zTGvBSAy6X/Fvz+teuAyAKzCUq/UxhkwX8WAKhtWuX9sunlrWgeM2YvI9Cp7RfX3purWJlSdivKYsLCpmL7ZaUOUvPVOSjan7fALhsBE99x3E1xpGteypNWBJHAgj3E7E7FawDjSPc6cR1Kjctd4hyoLDTSLmLhDzEyi2I/eqa2D9r4bZ7DF+6ge0MzGDRfXoHOjEgs4djBHNNA8Cx5fIY05ixqxnFaJxdm/gW0unM6SQ8CMQ0wZ3OwY3M3FxHnHJf/mzA/z+AveCPZ0CGHR1xHnzIU2UWncAm0L4D3VxzXovDgT8CV8T3Ocd57MjUc3p4rqwM9izkvyMYlfdDzNLufAZhipulhHbdbuKC8yFkdbL0pZQEIfT6TCBIKYlu4ons9LN6oYUooOwUSm3HWhUVWpk2m/COSY49eOFdWcaSYDTGpgcEmdmYLRa9GXkQKloPl7uT5n5lTR99Lacp3k9pf+Pjrt4fBXSK/c+16rmF5imavadcK9W9pq61Amew6hTGKv1B9afgs5loZldYjXQ9oWRCxuIhVxF8niLAl/qSv1O4Xvj+tXZK73tJUK8JeImSoWIZvKStXqEZrGqpvxeC8vuCtKesk++GlvrSOqsJdmv7ucaCUQQvtvxNVwI9vlUBPfl/HiBoCfSW1vpSWSMsPqV8EYVCbc9eq7wrPfuUPqzZo4u/FZRFa9a23L8KjL7Hnlqre6lf0u/3WSuXzra1fXkKMF4LTtcCuEt9y+9bmpvfrf26dHY9RW7J5qKWbZm66FMe9F1k6ikZ1I0j/2ZM9HvzYAkACOSDnYwgmadBdjfBPQtAmmc6GAWi65JmvtFuy/1QadgwTZxY/XhC99JwJE0X29KsQkwT3N1daCPQOT31FCPjCdd1/A56vKzlfHweRwRaqNBExd2syWWltPzqBntEPCkmb+kZBuB44lx2ua+RWO3IwPkojTS0cPIxgDh5vHYhJFmX59vW84jbgMxnCcLbDajv+VlnWQvhg8gkueDk0PQRe6hr46RNtB98L3WUWqXyDdw08ZksolEI2qJ/L+WUy4CSmxCnnVH+e+JEmoNGJVzn+b/Ce8yc0N0KITe7PvFCFMdXotZ/K8d9DuPmc5l4HrdQT2Y5zfw9UZivgYQ5LbUIcPTvmfZMf9PS+85yUIW6L2z2S4JlrTxZeFLftqYJXLIWJf3TQuOKdpX/Z+KTVzpQS+2UKLHSb619XrJ0XaLqPkWoKvp42nQO1tottV2qY22ic+nTUt1PFVzX1vtF6tDf7ZIAtfbbXCpPXWfv+85P/W61eVtS1OTKqfx57dun69DPrlUY5QyPtXTJteDpkpVoNVir7BPvo6h76pxfssiU6tDzfm07NUvMWoUfEPdgzYLJIxoWn8v6W9t/l/pdq/O79Vx+jpTGuFjfe/h6rlUslO7J6/mi53xNIbNmbn3RNSx7g2ZhWgdn2TASmHiShkCsYFKlks2DbCsRLLM4DdK2cy76/vV9pFn6Pc+NmTzr++h81P8Qu0IApyHOd3cePG2T67GSEUDSJwBMFyXy1kdJnM5ROGfBHv2YuWnC9Oo1++5tt0z1JG/h69ggw8athXyXvvzqBnsucmmd0CaH1EkxIHMZ5LbBdLMFTd4B8vEQQUwAOTHwifN1BGdP77eneetJl0aOuMN8YQeQi8heAysNHmVSjiM7bEoOEHkHY6P/nj6MCuApKcFfz8KNlUM/ezahiDYGtNulwU+chUMHGgY4SAQlimOTl1wIEXOzONNqS6e+X7+LSvqdJKH27VlZgPJaAbS7aJbXQFSb6PU7hy4TqpHQnEM1WWmpZNciqCwHtAn/z6usgeDSfWu00ms0haXfVx0OGVgtUXprwmT+m95w1VxbfI8AgC8EO1gSdnU9tXaqY1imNPOf2XzIo9iusYJcEg70+K8FOMk6Lcx7fU/t2z9Fi52P/ZKg9L7gs6Ys+SKa7bXPv69F4in15muudq9z831i1u6C0urS9700zwIDJetbrc68PHWvulTXkiJFz8VLa37NXvndtNR8UYVLDl7Xvl9+n47m/VSfvDXre83aqdX13XpmCYSWlB9P7cNFJcl7grjS/vC+82hpfq8BmgvfepbqJCsk7kRkg/wM6+V7CQwkcp4xIHIsI/uo9Hk8h8CSaxo4YeSJHF9iKOkzu2lA+z3IemAokTUl+F/fA7st1306wz08RNbexieGdw54PIT0CeJv6M5DTOUg9arUcQG3EPGaO40x4OR+x4albR+Cw+BV/XP86gZ7QEC/ZrNhZX9IixDROt9GwaxLkwNGy359s4UQ/eRCCgL4j3UeEqdM5IKnPAPO8wH/oeB8Dg1tslYOn07SRuhuyGTWB2VGzeQNN7XQSeJxN2hhzUAf5kly8cDDz6xZjnjMdOTRhgDHiSP1qCUBbrLfQnuUmbX9opT3yAYxjE2pzJxpobQz8r6iqRGnX4kK6oPTlPopdRd99mrayZrAVTssZhr0isBVK7rdxOI1f5fZM/lvS4f9pY2+VPeFzb8qHJQsajmmy9daCSSvPXiLALFCb9O/ZQClOlfUPEz9G6enJ0+v9afWj5KWvWapXho3/S3l3d9HsKmVmsBUmkPfDWF/rYWmVqog6wl7RemeWp/WaNPXKHXCbxes0qEvNar6EwTGTLlRVGhcsoQ9qb3KtVKalep+fYHeukZpkd+TKLxWAAe5r9b+EgBZA9JKazrv99LeV5A3EhZBrY6ngrLvFdCTshZMXmr/fZQ1a9tPzvmV9S/NtRLgLz5bUHJfanNJKXqhnkXZRaiZIjMKCPPWvxiHQ8nFIm9PE8enkGAq0k+xyMUORMuiTtnl+xRAIsD7CdmQ5N05x2nbTAOS+BvOKvcumwZ8GYbEBxGOgaM9nRhQ7raco0/kaHk/cfNyHGQSzoJA4Z1ospwa4n2jcf5qKM4PLPV9SGpIkgtGQqDKJBKtAJ1gPnnlJ4SN0TFdqq2SfHvU97E9SY4O8ASShO2xQwD8hthEgOimKdAfiPwTEmhEBY1JEj2WKIUVi4EWoucaVDGVx6TIiwKqfw8GuvA5PKSO6NcYFh8AI/xqQKWPGEO9Ej4/+Axm/aM2o3WGa9kGFLrKfeMopgBJagdtMcsFXLGo+eA087aU5VaNvU4sPrOsJuO3AiDkYDR/zzWlZo0q3VM7MJbAmtQrt5SExFyIWdrsdR21tvQ9Fa17ovCQ/9eEtRJ4fApQWaW9V4qE0Mds7jlJkbKmTQFtpfsXaJzSxtJ8KgmyNcvamvJFBaVLZbU18j2ErTXrYE0da4R4ub7W8vk+Quiafah2j14n6owpBl0q7Qelvvu2Liqgqv2pAN/i3kF14RVAaq2s7DfF9ZCBojV9z8saq8qiEqcA1Gpt5+dkPi6X1lP27S69c+IWEtgyGTMg72PtXZauv88+8xRwfqmUFJsyR3MmxFKbpbZr37OkKFo7Z2p7W+3v0vzR910610v9K5WF6wnLSrkZhRx6AAdn8UAqADOfVo2miX3lGt9/Y0IUTNc0IMeuWPImIaVDCM6o0p0t7VVjtKjBGKZVti1ovw3v5w5DoFdiGFhOfqfolSZ641HXxvYk/sTxFBmDAAea6Xu4D5/DdQ2cMWisg3t8hL1/YIAp36BEA83Kr2qwB3g/rOkUP4S187DAMonPiOhb+68ByYcOiRuBNDeG9oMbxwVLioUbxjCBTd8FR0oJm6rNsyGELBGDVgEVAYAgE+ZWCrLqvjwdQ/y7oN0n9Z6KsmG2Gz/Bd3FsfPRQOJ/k0S+waGlLedPzMZviQg9W1Swhd+H9koiannLKfpIVIWPG304tuDIeedtVn8b0pbK684M6AzBCS33KYVZqU8+RmaYVSKxjpf1WU7T8szMhrWRxW6RwLgiSlU1/Ng9LIDazkvGtKdUisfb6OauTsl8KvqMqnr9Lfq8rzJ1Svy+BqExrHp4JgoVJE8SWhG0dybXoC1jfp5J3yq8tgYTSe6wpa4St97HULgkmGbPhYr9qAkzNMqKfK7VfUrpowbHWj7yUwFX+W2ndlYq6r65kkHZra6Ym9FaUHJcUXImwq/eDBWG3to9WhdMLio/8u7wv4HgKyFFrvfi+tXdZUurk95Tq1sXE9E3Fd9dAvovuJ0KbM60KRFFTPqn5Viqz/TmfXxVld/kaFe+bpRKRZwvn1uze2bYiP0RFerUNKNlLn3G63zrugippRNwF2SLr18xHNv8OzXyvCDEUFmSDEJUdqOfh1UoizUDScre3nCVuN2hivAwPYEIeZaFQSrE+wrz/m/NOe0tc20afNkOAYwNQcJ3yfU8CIUqkTsEQFZqpUDNhJ+B0BjY93HYDtA1osmztOx6B05mDQMpYSPBFSbcm7z5NDEaVvA0yoMkA0wQ6nICzt076eBnR39DTXMMY1MuvcrDnF1djOFALwBPgdOLvlPFuzW4L2u/gPnzOP54H0Cefw45jmOxaY+WGeQ6OoHHwYOESLUusYSDvoycLqGs5gk7bgpyL/N/jKUHqEcA083oDndSkyF6el0g/flwkCpAsIjQNLxSnkkXmwqsHQJJrxA0jJ4hXpm4ylq1lEh2IfOAcmdTSn8lHDc04/25C1MzIRtQpymdO0ZTvoBYzbbd87+EYrK9F3vY0MR1VADwA0mZ9a4MDr4x/7G+02CQKATffxPN8gDHtA+KhIf8vAJwaeKj5RVKnAHqS+0j1R/oSlCGqn8m9Jh0TNTaBPw/MDy71TkkgGpceGokPqH9/DcpiX3RuEFsfY3VgshLFU5ApznnpWjVdh/6mpk36VioJ0BRtpM53WUlJsSpAjwYnXmGSCxbVoudkOETLAkJR6NKAGdl8o8IzFcVHEZz6+0vtzgSlGkC/IDCW6pwVLXhkFv5FQQtYJQxWhUQtQCVg5oIwGi5m99eETzUH9DtLe3m9swBeJT8WX0cpwNZMofL/4+7PfW1ptn1B6Dcim9mstdf+mnPuva+BqoIyUJkYCLCQwMcCYSAhBCoTCYvCKreM+gvKw6RASHioJCQMHKSikUBCQoJ6evXeve9037f3Xs1sMjMCY8SIGBEZkZlzrr3POfuFdM63ds7MiMjIaMZv/EYj76XbTRpMBU8tnKbfv6D4y/Ox6mulsqSYy4FQ6Tn97UplSTGg79H/zX+v9XcJnNWek36aRv0k47sAjkqKH0LyHZMI230H7HYwD0d+3DnQdWA55nwBTBsV2uKPJPOrpAyZphCvAGBhnbo2RmQsva+AtIEDeoSw+Nq0T9orMGTOB9UIgfgksqEOlFcQpDnSuwuh/CVH2sytJ9u73MCpA9xk47kUYhhQOg/1PNBBR4DyuMo3zOaPm2z6jr6/ANIxypXaAsSkTQmMkr9rLo9YJUs6l8gXQgZonzcd8TLs9daEVASz/Rk6F7YGyrKWKcrDYnk3IQHzOsk6s21RVot+gAQy3lpQp/qaJsYX8vjxyDnxLlcGjoZYdpKALSpGhbRPRJwVQAJLSjoFpWAnD3gxjnB//IW/Vdf7nHo26U9xjy2U7xzs+U1ssj4ZeQN0zCwxg6ZMIg0PMPY72L6FOV9Bz68M9OTZzKxPAMcslwf5ZO4SaTO5zgIj7Xf8gWSRSNhUiWSpDwDZJP1vQaAW5k/6Fg5XL0yqSZtsVsqGmbTwL+8hQru28bXMzIWzzQmQ9guhpfT5xHR0AjDBjZibpkpbfhMIwW5My2awOshNttGFDapTG77YX/sNyo0MQI3X+oQFYPzY73agVgLgTLx4dDJKXTIBt5byohQUJ9eOhzoy09WqMDcT+g2SIC6+3ZnQn2vKagKuAGT9Hn1TBNRuLBz8mjFTjHmYHyUNIRDeIRkzNReCWa1+r/yQzJjXcD0JYlQQCEzUNmutYPE56uYgVLe/IJQHBYREDpM0LjlQSRiPFed0H0k2OYgLbOIcDKk9IWOzS0J+ApTlfnVdKy30b/FZNRfUmNS03lUgHPYSf80NSugsA7xU473MAMwS70pf8rFdiekzW//++/CePJXrCM9083Zn66YEjuy8juQZl44rpe8EKudrnY2nD0w2/46pC0AwpRKFp2jVS0X3oU37HvzX9dyorY8aC51fX2Krt96T17t4bw6aFEMUnqPy9aWyYoGw7qet9s+1OZ3XX7BsiG4orGR1k+VcwvrRvmfTs12f1ilCew6S5DlRRB4PoPzbOpfkFEuKJLbuO5CP2ZD0XZiUST0rkR2JuJ/7faozcZblosGl8oGXr4jIJ802sz0R3m1ILLUAJD5j4nsV2tNAcprgxggipJ8AQId9zB1Xer/8Oemyt8QK7yjgWPYL8RtTbcFaVqI3BtTv077KepX3K7DswfcMCERCKGKNNSESAF6hAyAyxiLLercmavR3ZTDoxE3IEJMXovTvWiYlCvItDAXzSwCwp1MKJB3FeZkrhImCMoJ8NH8Y+R4myrx+HHDYs7Li9W02PuJXWF3jqs8OE1sGti2obeD8+BE5lm/VeHFkznp13znYQ7ZxUwRY1voP5gUiYZWIMD32sPsWrTEcjdOH5kfXBCCUgLwclABxU8wEQKGPGXH7pSK+gyIMOAecTpx3T7djTBpN1NO7ebTKAPgGFzdErXHWLI5apKmQpt7D912E/ES47vtU8yRj7oNNkLGcyy5n0a7XuZDsLH8PAapacEy+Z/xWLusjf44MiAKwb29cj5hIkgE1I3A6z8dCg8rSmKhxDhskEL4nM3wKtJdMp/wzzmWHe+UwnZUEJDgAWaCeUKYl3BA3rOsVLhdUreO8gyWtdhiXSkjfgsa8JniEiLiNifbomSkHSaJUQxEAZkqAPJdjrhwAkJhlhHbU+8q1aJ7sx8SlQY1qAm/SnlOC7qgEmCU2Qc8nIBMKNUgcvMJEP7oM1nQpAsGsb7n5LPurFsbAqb0mL+FdMgVUiTUpmsSV6syUP3J5bZ4vmLwVGfHkhsqzeZ/dxN3KGbra/UQKiE3l+xLGobA3J5rvlRDbCeiOrFjp/Wv+3fxnQZmRRRCuB1wy6RqluMZmz5VMN1UbxVJl2SrAT59x+R41Wx80/6ZyX3ZuxN8qgEu1Xc3NKW1iw+/qniT9zZrQuNTHmiloZsLJkbPho1oriVKZntF1SK1HoObdwj7E/6Q0r7FmOlbGhVqlqMv6VHx/4y0lLk3yTLh1aa8g5ZYj9+btlfYSUTjVZBHU1xNJBMql53QRRd04+naj8nymOBS5ODRGbPGmvgeAudtSSYYRhfRVR0bPzr5ceazngQc3wbXJ3xeVkDatT565DnBmjLK0l/2DtZ/jgC6wjgkVz0zSbsfKf4nobx0k1kTJmo/2rFDgPNu+L3pMZN4ISWMUsJPYIv4++3ZJ3bWahkGtuibMNkfE5/eSFBC5vC3tLpXvGuyRMTAfPsQBG0fYyzXYsko4fiLPwJnIEJFznFhd28zGiuEM2F5WNDMy2LJggkCqEz7KQnIcTlWQNwB49lFs3Ev0LoDge+aGLMx8dvDnIDcVeFn4zIX72YbENzOo0kBCxpO8doUoUuFi5uBNQO114kkqZpGevq8CKM8C5tdnpXbAqVIV/jw4govayEDdy3fz9eYmj0W/sCVlbH5QV+8rgMEtWl7NAJdAZX7fkplZ0JxnzKUWlIUFIO/0nINV3aRmErVQJ+3FG/k/+ntpzS4aJUwpJkmBu5IZYynKX97ujCFN7nfx26rNNvUjmM/NJBqdWisztis+kLZfMqvUwqR0r2SiYVNLgvAe8aF0PRf9khR4zkvOCJBOU5Kb1KGwNvIxzvapXLDI50wNPFQUEvzggtIk70OtlMzuAgjJBWKn3iNV+BVNxrbUGZ6XueCSuhNfjtxck28I9wVlXdMgMnqZqVSpX6V1Srx+KGdok98Le438XGKXc4VH9g6hX2p+VBVJawyXVszoNVEyp5V/FwD3Yj9nbVYUAfr3pf0/XyeFNZP0ZZN5aGGvKNW9UE9w2VDWF4mFz+gtk2r1JyVVorpJfcPa2TbrkFdkDNf6eiu9i53mVllLgF3X4yzsdZjvPXlbRSWRV/bne03tGblluN7+HFGQtdy0Mqf1fHOO+ypuABUldnhOnpXnLMrPhXajxVNyXZmFOshc83OdcrlbzTm1LzogsG7Ud8ykevNgkfXcxInPgwUasYyorblCvfBK6LZlc2Uvr4vLFVnHDJ6XfYMiW8bFM43h/byFUTBvJQvnFKj2oFSsJ0TBAue43cMOxjPd7nIJ/Qnmuf9aJ1XXrISzgT0TRM/BW6ZA5XOeDAtzGWEuI9uYFxaKzrMXfN2EndAMoB7bbPN218FPBo/uJwt7OqeTqm3TBavAJDUxbLSegDOtU0VrGfyPvBDpShtbdqjEg1k7sKpIon1k8MQUEs7OtHBzULlB2MrLknYz3FPYwPQ38Joa5+9NgngADCYonUM3mbys9VmuiSC1diivbeA3jqX2geFvW/BxC+xOJkhmwo+uSzbzNCJbk4K/rB9cFOOW+eOFtgrCZPBHzOe/fFPZtAEeo3BPFrQFcU1xn2z85rLmxIZfDjsBV0qAqwFcvlQAJqVyK4tRBG0bhTw5jGUeJkz7grAaupAJYbmgmsyFG5Nn10pRyNZ1LbCMNUG+WM9Cme1BCnhkrNGmemrCWl4orsfZdZmvopSZtZWBlmS/c4kCx2nrk2rfRZAvMzM1k/bSvVXgX2RC4j60FDymONfWvv+i0qzy7zXlXOnbLq1rU9n/5N96fNT75D6NYe9O+lIZL6l3dt2l/92khLRzWaT0/BLIrLGKecnBb7E/C32vnqXq/lvaqAkJUlcp5Uet1NotXV/7d63M9vkNfVt719XnS2eL2tMCeRHl7cS/T5sNJ1WkdQarG29GSX0XAJU7nRM2MInCaQxHv5S+Vt5BXt8+v6TAzQNP93YKwA7Wsazf+lx+gjuyHIAhD7cnTAKjLTL1BA/0GhbZiBjIGQPsd5G8ArgO7ze7Nh++b7DnKVwQgY78wtQ0wU+O7CVoQ0KglHGCeRvY5EAmgwZJmjYGUo3DZBHCpzYN+8OFB9NJGZxRrYthW4MgadNUBWJ6loMXdQiIdr3mAF809ez8QvBjFZ7TfdWHjtSX+aE4a9iEZxhiCNshcxTVbIZe0IT5eyG7tkVwKgm2M5O0fDNMN5dgcjfFZ5L6SxrZmkCc9+XW39cO1pqmMj8klzTkJUChTaykKZOlESgImUnkUj3nJJoqkLLOmQmEDu6SKC2SjVaByFA/ooknsm/WsFmEDjoT3q8mtHmzFgLSdeesF4JjRC54v9PSWOZ+RjMWvjS/awLOFsXGFgGs1LY8q9mopQN8iwCWswuIc2HWj5LQUmL0pK0aUyQASNcfSjaGmnXTfdHtbxWUsj1h5muX3Ct7Debt6d9LLGVelYrAmuxr2oKjxIQqoBFMR7cA0rWS7bXh34n5nFqzWhEk+0DThQAVwgIl/QbqwEZuy89JeZZodpYt+Y0mZ0OtaGsKwny+AtAC7GJwnYX9KJmftXkjStuCT2OSYDp/py2Kp1p7+idvKhmYECAGvMrLFoCzdn8OdlfYr1m9+fMr7GC1rluUVSWQv2Wv2QpQ157Rzy6dKbcq4NZkmJuu2/IZJSW3eEMESdyXggLMKF84MoCxwOCtc7I9UpuIareSXFYUmSj8W+qXPYasX4KWgy3u9xwTBGDZ4eWVCR8ijrBvGNiF4IGNicrrvgNbDnLAQUcEK8GKnIX9/CV+AzEFVbjEfv4C2vUc8HGhfNdgzwHhg5ofOqBr4boW+PQMXC6wEjVHPvjpzPdK4JDTefaxEwFWPrJMvtxWvTSpPQMmtCo1Bs50wGRgDDt5Bm2DjwopS8llzvEy2bSWQyaMZjni4Vu22Q1OxcHsIQK1IMRoPyfi/HXQJnBk4vvWTGZix5MxLQk5QZhZ0uYtlVwYMMRaopB7JGVdShEqU4C8UcuYl63awNB2dojkILZ28N2zWbuS6VJd+EsYuCVGqSjoA8Gk2ZtrzPIqlljonCGYsY7e4Z3UetR+Ic7CKrOREFQJJpp+aNM2YxOWIvHH88yiE1MTUsGR/HgCG+ZS4Z35b32ZyiDmlrLGdufC0pZ5U2FHFoOjrAlMuUIpq6+kxJr5JPl9JGHWkrGl8lyNjST1z8ZjTbiran8LAF63l1yK4KMaslz+nJlSIn33ouKgphCqgKNamY2ViUEJgPTMzA1NsoA+RC1CXtbMD6fqk6WZYq1stS5l2gvfexFw5e8Xbqwo+mZHwoIyEWpf0CBRtVkyq0/S8Ljs3aRPyTvPwWUcRy9M6/cogb9cCZjv7aW931kQefcN7x7jgHRvLKzzWV3536HdjQqu0jq9Byxtaau2Tm5pOz+7gXSMawqgtb7d0p5uF0CR2Sud76tKeLs+FsX+pvEHEiXxBDgyMPudakbFzJD5q4IWhv10miJbp8w9tQLKOReYPb7G1n6J8qq0NyfEQHxvDipEXMfIhI742dF+74Ge4Sid05Hdx5zjtAzDAHe5cPT3cFYyJgh+oUQxkJ3uhzXM9gUiyMwDSWbluwZ7ZAzMbscHibysd6R0QEgR4Gy00YUP4ELWwvUd6HqNk08ftgJ09OZYEvbSDjGwIuLgK4c9sOv5Q4wT3PNzvNUnTBQ7W1LROoPmUx8kA5sjlqLKRVt6xAPSRhZFs5EhGbyTw9gvAAUUrXfQhbQnh73yQbRvb+nY5ourqKksh11XL1K4Nj+IIxA3gS0KWuXkcIkmT8k3LDGNeVnSPiX3bRSi9fvc+lt+6CxpRmvgsiTMhGdSASAN3FFngTRA47F38RnydSRjXQf3zI4VBBHdd7k2IQ1cpDWG1gedSZ5PD5Scyddzg4M5+X/qOmrzENm8k3tDKb9TcVhzQWtNewvMv+tW4WqthPpLQmWBOcxLZV0tsXmzNZezC0vsqfRjNv9zsHqDkqmkIS+1EzT6+lpm/ovKN8+F/FKROaM0zWUzz3jvohC5Oq8KjKh1cNkL5OsoBJAhE6J6uhrTRCZE9QyvL3m/lNlp8UzJ9zRVdzW9wIplSMLK1PbI+LLxHXKzXl1/9kw5bU5hzpYUgXkfgfRdNftYGPPc/L1a7FQcXxcslPyzBdYkmXtb1qb+LS96/7tVobr2+1bwtKpwVqA8UUytvY9it6osf2EfX+pr7d/ST2lX31NT4OZ9yl0ZlvoiY1E6h3LmWIBK592ZdAoxFRyGer8P+1gcs/gLEvjQuqiU6nxUWOeAYWTiR2TiUrAq2cs0DtBywXUAGgtqphgBs20imzaOnFMvJ0SCCwngnI3s4OUC5xzMbgc474d3OsX+SO5qYe1HFcHcjxVNonzzFoYrc+W7BnsAmEI1DdzLK38k65jds85Tol6INBxqlz48Yvi7H2CuI8wzJz5EHoJfMwgyuADs6ex/zgQWVQL4CJE8HTCNjOKvQ6CkCeCoOpP3DdKoPNuwUyfosmZP+1RpzUQCDr32w16VCY2qIwC8xFSuiUC578r9yvMA+jFUN/qxUJHsagKeLrmmOtekCsNZEkLVxpIegE3RFCjNkTZtF5C3mIqUyhpTt/T7VtOTNeanMvaJg3VN4+dZcMmPSMbCKZ+42TOlOqSv/tu6LOBRmOdiniF9q763TdZHLFNxzUZGqWRSqvqW9V+zDoElXzNdSf5dKyWBcUXwyATA9TYqdVXeFUB5fcnvNcVJ5bCfBY4BsMpsekBU3CZWBRD+NuHZmtIkUQbdIGAFVmbp+2ft5Yzr1mKzue8WfO4UGwroua5+r/WTHwj/nUXS9PUlUW21Ui1hZ8vjkvsbagUed6cA8oC6gCrvlI9RqYR3zcCjVlaV2irtlUuKg7xvs/al7oW1XbpWALnJvlQE+AXwvzZnM1Ac9spLHggrXw837kVbmb61enS5FVgulaXvVQL2NaCaMaXldgpjV9tDtuwfW/amUn9qc2+p1EClfl7JcTJfQzR8IAYccd6vre/g6Aycz4k558xc3BBMS2lESq8AgfERPpHJyVJPfobl5I41MWUYGWCIFgpOmMDrwPJx2ybMoTtf4K5nZhwNhfyRknoigDQBucLmgfdAN4zsh9g0MG0bgK42DzUCaq0FXuuf5/sGe8aA+h5O8nXIBuTzbOh0CTqAgzmPMNcRdLpEU0gVvCMJcdtGe2DjnxfT0VJSdWpbnqTOMtp/eUVIIinpCACOztnYaPYJ+EOTNRX6cNamZnqT1UL5LLAGX0zo5xD8pcCulcxfEhPIaYo5An0OlEQAsBlgjpVVNo4bDgS5R4GCJPVE6T5+gUp7pY1WvcutTEhJ07y1DtHS58/kh/rWMar9u1jXwpgsMUxaoMsDN5TqKJWg3aPk25aerwqNBaCxOI8r/571qaj5VIBS+pNoAReEiHvAV+23pUNYz8OlNmsAcjbnKsA9zA2bzIWykLmind+qXV4rej7l9VGhvlwJlDG+m8vSOFcVJSvAXd8vz+g6awJk7TnnEFLAbO1v6Vn1LpuCFHmQPqsb/rLqi3ME0DwAU+hzaa6uBcqQ++4pxXlUUVTl/Vqqa61/t+wV2Zk22yeX+rmllM4J+O+r69d7+C1laZ+697vpuvP6auC99g0X18qCJYV+r9K3zn8rredaKYG8JYVgqS+3zjldV+n+rQxs0maU42ANW+P4mBgB7JgG7Ms2hdgaM0JCFERClij3quAXJ7mV/XMhQMs0geBjUoiyyefpC+vJ9xXDAHv19YqM33eg44Hfe5zgvjwDZuTUa855JnLi+x/bJFomdWr++ECSbppinuymYfyAKeRnhHMc9BGI5qbTtBqFU8r3DfamCfblFXnEnhAIQjM4ZJjFI4Nm4I/vLpdor6tBYdfBUAQ6SaJufw8nljTIEmHxRzYEevohToKzz/XW99H8wfDHc9MEXK/BxDJWtSSsxXeaR+dy8QAO/kuI79ZwPr2Z70fBxNJZB6I4uUL+wcKmIuC0KEiXBJRbNoiCJnNr1MxFgU6zhIkf1h3av1tLCeAsjdOWsnVMbz2UM43c7Le87iWhfYvANOvvAvubtaN9vZK0I+r7VqMpLgG3SnvL/V4BXaGuimBA6dpO7lnS+m89jG/R3lbXRDaOJVMh0bCG5xTIT9pT8yt/5yWhUM/N2nfJv7MwyZ71Xc6ttQDOlsqaJn9LXbmybA1M1AD3FhBS609xfuYAwKl8moLDCgq9XIFSOH8W2bxbytbvs1pPbU5t7NfSHlcDBrW21kxMa+BjrazNEUoFYjGnS/z/a+9Z2zu+9pma11+7trQel8ZAg7Xcv7JWR7KPVxQ1S+VrnulbFT21e+8F5gtnR9F9AyzD03BlOf16jWnQ9LktZ75z0U2paVh2NwTsdhEQQe0rPv6F2e0Y8DkX57PCDOJXTEZhAu+TBwGiMo/H0efUs3AvLzFhvUQINQ2DVk/60MOR6+g6OPhUHh0HaAnpGfoO1PgUbtchTbegzFztl+fUvLVSvmuw56yFfX0DNQ3MwwHoejbVHNls0iSpDJiNcm9vgNtzBeQ1As6FcKdumth/zrcRIvZkLEKM4pdtqv5/7u0UbdrFzr1pmAJ2NvgdhRwZAANPT+eW2LcZAJR8MQCCRk8L5NNU9JkIjGAmhBX9aORv6zippNc6OEkUn5n3FFM8LJUtAnHt4Fo5JNNom3FcdeCb1O8r61fedq0P9xxaWzfxm7RllXd4T5m9q/bp8PMnWxvVcdWH7LsF2BrzYarfPV5yZaFJl9KcWxME3ssobBX4b61Da4PfIzTkYD//RmHPyMeiZrKU1aPBY+m+tf4WzNmKJqhBaPO+pRrnrQmJW/pUer4G5PP6wt8bvvk9iqC8nfzdNBsKVL5dQemDfO/PlTwVRVamHKpGO12rT1/7GiCiBFzW9teldt+7N0t/1sxUNbBY68PWdgHwumwC88KXCnt8Pm6lNbMECO89S7cA5vzeUvu1a/cCHbmnBviW9oVS/WuKp9p7bB3XqhnwDXXU+pbXJz8rVwpCw8EBr9cog/e9B3oMyuCVDBKrIgQOEjNLsfKbphAJX+QR8oFdGEQOyRkhgRBLcrBT/eHuE5yYXHYtsNuBnh75vSYLnE7ctjf7dNMlft+u81aIE9zg22hb4HqC06CtadhPMBA4/htME9wwpLih62DaFjjXP8N3DfaIiKPWAD46D1OpYg+ri5OBNwSa7Kwe1zTQLFZgxBqhkm3wdUuCoeSHskwwP/mi+Yw3B5X8G86zZGISKUnJJYAKRYfuoDHtyG+wYuKZgTJ5nwrFneQPdDbxhUomfW73rMeETBkAxMEs/52XJS1gbVPJ7y8J2noTCcJHyc/LZILFDULme4WJknb7vfXdKqRu1eovfc8Ka7fZj6XWN/l3VRu+kGg5Mb/Q86Lgs1KpO2ysUscWwF96h9p9S/foe7+m5vsWsLgG+Gr1iSJgTeBaEky2Cm3V5yNjl/R3rS9bigYotzyTt7O0j5X6tTaH7lnX1bpys8xK1MzcPDMXEmdK0IzdRVZXDrrzfr6XuXhv+RZ11/aL9wILXdeWZ2+Zz97NQXwqN889/V5LAKYG3Lacx1uAnv5vTflQanMNZNXu0e9cW/fFvhbOoVp7S2N7a9lq3bJVmVCU8UyI6JoUIWWMSfNa92wWSZ6MyWMuOOdYZgZAYgruPCOnI3Hm+Tp9gJcgz0t8Cu2H7FjJYXa72BaJm5dltm2aQGSA4wGuaznw4+OBXbVOF3Z/GgbO+ydRQzU+CfE9bPRZDGPi72tb0G7HWMTn8sNk2dTT+wMWo+Gq8l2DPZlIbrLA61sATMI65aY5IfqXj3oT/PIy8z5yPoqYIWAcfbLGHiaElTZx4l2vyYK01wE0WdAwsgPlbgdqW9YkvJ1YIyGTVZI8SqJHn9eLQZmazPIe2obYtxcAX9FUMUYTpcYEUJtEL9L500pD7Jk8ahp+H4D7prUNS6W2ASxtnkvCby68A5iZC23ZsHMzPg0GvqXQkPdJ+vWtAF9+j7S/NM5brhXbrwh7S+UWjXc40BSjDcwFzfyZrX3T9631v6JgmD37nnF4r5b71udK/SkJ87cKnVv6eM+8qwrFC9Hj7hGG8+dLz8k7rQl0t4D4W0DeWtkqiMnttaA8pVJiyWdC6o2M7Zb58S3K1j1x6frWuvN18Od6x7xsOTe8clRy74bAaCWgsen8LQCt0vWv+R5b9/S1MymxbkB5XywBy1v2vC1+Knq8a0rTUlnbk0pK9Frb9xRnY4osILNi82yZzkP3Nob0CyFfNimQJjIzcYqDIJva5b1LgrasdzcCSADAYc96K4nv4HN7u+eXAEppv2cscr5EP0KFV4xKzwbn2CXtrGRPAb5Nw1FFgchGAvxcsBj0fw+Xxff4vsGeH5gckNDgIy5eom+ajq5JPqoNA7brLCFpoJUDMTSltulyT0GzRcFGl80/6XTmMPHOZUydivYpqQsMwV2neXjYitlM0JjKPVIkfLI2j1HAVt41jVIZzVKdhbdJ9hoMSQov71pKbFv5Njf/lv9e2jRFKK+Z4i0J4rrU2J4tG/6tvy+Vd2vjbgAmt7Z7L1iRcqtAnfc1D2xR0mDOoiQVvn3pYJzVsyAQrwnbt2jHl+rR1245wHW5Reta0xjPhPUsJPt7BOBSm6XynjVVa3Pp2tb2avtL7Xu9Z268p2/3lqW9fW3Ol9q/Z93rcg8oz5+9B8zL3/euQ91+cq0SrOc983tpzX+N+ad8ome1ldinpT14qbxnrLeUexQo+Zxf8+H8mgqdLWXWv4V68rN1jT38FrLJgvzmJsvzq++B3oDQwb28MtDRhIShmG4rFJ/bVwVB5ErLwbfEXDLmvHQzOZ+JEp9b0vvSSQBIWMskTdeC2gZuBADLwE8i/E+TT31GKgCLpFNg4kf73+lI+s75QDXnM8QqkYkstg5E13nwaxjwrQRq+b7BHlEMmtK1EN8ydC2DKGHIHMWP1neMuj3TxtelvgI7lpkFxRDRABzFjwrEiW0MzMcn/nua4F7fZnlpnPW57ciG0KrssNkyHW3i5E7MLcHtSh3Sxzgm3iQx82ly12VNkUT8nEUsVGFmSUxNBUiSujcDTkmC2XtL8aAssHPcifTfebue4q6a/+lyqxb9Wx9QX6N8LTD23ue2lKS+G9ik4vOYA7zafbW65Pl7FRj5/NjCXuq231Nu6fMau7elTn3/1wBnf06GswZ4S7+X+ldSTOXPvbfcomC4Ramm61xSeuTP58LvonKNlsetdu/XGL9b5kMO8vS1e/ozu9++b22X9t6l+raCrI0KBAlawYGNKv26pe0/R7lnrJfGpKYofvfcUG3fUt8WpdPs2h2WOLf0o7ZX5cFYtFVdwyCMnAWIQRQOBw5ieB0isweEtGqlCPVkKKZxmRCDwAjBAqTR8YX80JZvPigM9R3o4xOnVxgnYLgCkweK48jgtOtAD4f4nucL+9XlYzNNKWaQ3NeNiSBQZGdxv9Kp0jzmIR83g333KpHws/J9g73GwPz8E9uvni/88V7fQlQb2u9CqFInES/bFu7jB8A5mKcPsH/4U4j2E331PLVqHWDayL4J4ybRNBEnRgR6vo7Ro38f9lVMNxOm0Rc3jNEfXsKw6gks5pZ5xE0pQUMjvkxzhJ+0p22SMYXnqWkCGEqieuaJWo1vLwBXRannfZp15IZNbEmwmZldFmzNVZ91PhYOt7tR+7W1r1vKtzCJeG8pCfxfExjeAyC/lmZxac6s3bu1D1+DxbhFgN9S961l7R1u0ci/px+lcg+Tc4tmvVbH1vbvmatb98A15UANgKwBrlIbS/fU+lMb59r71caqKhQW+noPU3dPKbV1T11LAvfavrIGvu5Zp7Vyy7M2M6Mv1bHFCuDPWWoKwLX5n99TUnCU6i/Vd4/CcqmPS4rBLQq5LWv/FoXQlnaBIFeGv0O9kg7By6rjCGcnuNMJbvLmw2Lyqd20VH1CjFBjOBAKAMLAKaKc5Qj6jX8HTfQUItGHouJpABPn2/a/m6fHQCS411Os63KJETmBJFpmyMMn14aBU64B0c0LUWalro1RPf27Y/KWNk0TUzOQAV7qw/59gz1j4B4PcB3nwCOAo13udnHAxSFS8to5x/TrOAHiMCngxo6eVYvRBKntAGL/umiGaRDMIoHZBHfOcZqHzDZ5Ft47j7hJ5KN/Zgtha3CJwELqS36Czdoy6aLLgNEMDOXvUqLF9bWa79s9wlutyHh4k9O8D8m1xM7eM7Vb/FG2HMhfSwhYK9+STbu13q99iH8NLTcwP/TkGoDF5N1f411qQuvWdfCtAJOue3F8Cs98a6H6a5eSUFe6fksdX7u8VwGyVtcW4HcLyKv9vgXU3VrW1tBfyzz7lmULUPpzj4MI07X0GHmpAdK1++XvTX16xxm09Nwa0Mrv2Xpvqdyzvtfq3FJq+2RevtYazMZrFgBKyAMhNCYLar3M1nUgM6XysqEACjW7zDL2BDcC5Bm0nDkUX74EVBUIknDP+QL7p19jpPy2jTii64DDHvbhAIhR3TSB3s6gy5XJG8ndfbmqmBxTxBB9GwM1Isrf4k5GXcv3a58+UrFJxpEDyJSC3qjyfYO9aQJ9egbteo6A4xxwvvgkjOCBBmJ6BTH5vA5JOgQCfGQeDRQ8cHIWzhHI2vD7mlMnEYEeH7jNYYDzuQBpt4sULvmoO4LMTRPTPMyEMUmYmgEWHYFTqOkMhM1CzmdakGJiafX+JRPNWR90BERVR9gAbzXv2CL4C5gMWrYm/Q3pJiCmvKGJpgFMm1D2MxvypcNszfSo+txCMJGtbd3KIOTlaxyQJc1oDVBs0vZlwsGW52vjUupn7fmt7d0LtN/zre41G1vqx1qd72UW/9rK9w4OvoZQt3XulgTAkuB761pYU8j8tQCav5b2bwVKefnaSkGi1DKGCJj8ma9TQeTt3rv3bX332tnztcrSOfC1FXPvZdS2jOGtc2orybC5vviN8jgZwbrMm1KGVGmj84SM91PzOfKYbfPMWIiaGftdSl0WFBVe9k/y9qkyS//iLFv/AUhSpQnj5xxoGEFfXpiA+uED7McHwD4w1rDWu5M5YCRv9tmCPFCjwz68l7twbkFcrzFwo+q3ROrkPHx97LNkAVgo3zfYIx+GdJxAFzbTpB8/Apert3Md0jQCgo6DGWOM2MN5M+J9TJ96+16ZXGLW2HeBLcwXT4ha2XK/AATU7lw0jwyJZ50DrgbUIzhZBnPK3M0u90lTC7yYI0+u66Asmf+fjsYZNAlGaV9kcQEMjgCmn32OkjJTUDFxqJnoLGmGc8BYisKpo5EmSe79cyHNQgy6M9PmlKINLrKKG9maUj15qoeaEHULSK4Br9Jz7xUGat+xdu2ew7tUXy4E3SMQ5AfYEuOlf1/qY0kg3qIdrrXxLcvSey4JaN9CmPpa5b0s87dkVGvtfYs2lpQ7W+ZY/o23av9v7dNfo0Lh1r3+W5e/pnUmwjl5wTpJbr2BEfJ1rCrn3rPHrCnobn02r2frGrq1LI3LLffq32og+K5xvcNnvlR0v81cMc/3SAoCx8Bm13Pi83FkK71XG1yqSJitDDRqVsw8HPkawGDNm35KsEZuK3VJmgFFUXB400siYvk+l/8bAxz23J/f/wLzcIBrG9DrCe58gb1emdTxLmBuGLm+44HbmCbYyzU22/cpGQSAnGMfPcvBJQEGfZCcexrrFMr3DfYkwecwsB9e28ARwXiUS43hZIXiyxay2nMEGyIL+/YWfOSC9kpPOjsmUTwBhLx4BMBNTQQ9gE/KPnHEnmGIpqK+PgABfDDQ8mDKT3CJ0FNj3IrsWviTAOrmds3ZBJ6Zk0q9STRSXyc5OAPo3B/lHDsrPnqF/sZrKG8qRVBS0TKF57VpKtKFLNUW/BdvAm+3Fl2PDgu/BHLvaX8JCG1ht7a2sda/EvC89SBfuu8e4Ty0vxJJLbm3ckCWwGytH1tYjL+EYPceLfxfkyAK3N+fvyTo+BbjuDTXtrAgt7B+9/bvr7X8Ofr251o736IN5xCDZUVlcDFDwJKi8lZQ/R4QvgWg3aIw3Hom3aJYvXdO6EiaWxi8tfO3uD9U5KJ7ilK8k4AneFlS5E1hjY3hdANkAtCDdQx6pgkYBljx4QOS6PPOuhh5X8nrCenhbIzkqQkL78MX5N8sqj35dAm03zMjN44MSi9XZuvOnPqAjnvAOdD5ymnemobZO+c4X15jQA8cYAWnM6x/v9A3IGE+m+khRuyX+3x0UA5k0/P9eUCYrHzfYM9aHszrECfJNAXbWADeXNNGoOcpVdr1wOMOBh71X4dg7ztD9h70JakTpgxE+AXCoVh7oG2CkyiDOct59ryzaQAl1nH7XZfm7tBlMY+RDtzCvmikonXqBOvJZFd155E4+bKweZFChk9MLw6juVloEfDNBIosLcSWMN81xiTcp3wV87HKND58exyXGNCmzpquAqd7mJuvybStPVcFeoUDY40duIehW2Icl54rlfx7lkJHz56p/L70rmt9XWonr0fPpy2Hf+23r1W+Nrj/nstfkrX5mt/6nrrW1vPXYDz/WubMXwMz/dcyFrrcur7Fmkqf/UsWMbWzQCsAv2W5FfSssWNbSqI4LFgi6bq2AOBS+7UIuHk6hVv6uwXUltpc6mftfikS7NA6n9ogag+o77ws3YYE4ly9S96fuj4BiiGipXbRkXsTVi81eySf/iw3CyVDMIc90PUcHbRtYlL484Xf93IFJFCKtRwochxjlP3GMPkzXOEujnP1EQHHA0zfMclzHWLqBx0dtGsZaO53jFOuA9zbG7evk7CbAk5Q5fsGe5PlrPTGwL28RrtenZFeWByZjF0H9B1PmNcTR/CUfBcqF588n/jY6YmSawtCn3xo1ksTbXrl/tMp5AshQ3GzDH1kbUVIuq5KdIyOICkxURWfNbX5luyWkzq1SWdiIur99Xwy+RmrJxqEIpOnJlzJVE7+uyVpaGxU1a80LcpZnPQYLvgtJv58VPh+ur9527WydWPdkjNuDYDcUgLAqBzItUO6GCmrAgjvAbryXN6/Gw6ohJ1e84Os9Xtp3POxSOorHNpLddT6UGJAl569tdwrTNUYobzev0bhNS9bBM+/VPma7W8VsLaw1bcIfVvKkgBdu/4tWE+pf+ue/peeH3+OcuM7kgSbgJvLP6X5tsQ0v+db59YiawrVpWulvubn8xZwWtrjbSbnaKXf1vde2o9noKtyNi09s3Tv2vNrZ8XsN/b1DDJw8H/zgE+Ii8Hnk7tmbJXk01ZgjogC64bGgHxEe/Qdg0SJhC9kjkTsLJAcmKZ4XeI4kLcQNBSBnbhrHQ9c/+UK9/k5yPQhwj/AmKNt+X8AB4J8O/E4Ng3Qd0wSNQ3QDNwHPdbDCEec+kzcp0IETsDnwcZqEvnvGuw5a+EuFwS2Kf/dOQ7aIiaYjv31SMAgOThBxsYnPcwxiPisSeoF52apEUIhH6VzsiDlvBny7EkwmCn9KM7nD3FWpXJQppdJLpCA7xqVKgLK6dQAjQ/R6nN6BH81riwIsNGUNHsNtQC1gygAn4je+HFJhWw3jqmQTAaJieZWARqoCyQadGuBP+QFzA+guWlqsX19XUdB1f0vsYulg6a26enE1PJ8/lyNVSq1VWMIagdA7bBdOjBC+4r9vOVgCAdlxVcub29NEM0PT75YPgS3BtyZzcvCfaXItdX6CuA61OPmc2Ar6L+VFa3Ohxs0r1vb+mtlAG9VRvy1sJ5fA/SssQbFOZZZOeT13duPrXV967lzj4D9lyjfEmzew1Tpc7frQGAh3OXBMfKyCQDcULbui3+O73fPHF46d2+pRz9fW+clZW+t/jUl89dgYbM6nHXAdE3OaW1RJtZktNuFvrjTad7FpuE8fAIEdSkRHpKaAXKOuyQHdiATJBqoIU7s7sfCHI9c7xkRZB72IfcdLpcwbgzK2O8PwzWkVgMRh3m8XuGen7lP+10EbPJfY0KUTXc+M7llbcLihXyBK4F0vmuwF5AxkGShZ2bMf0BixsBdr5Hy3PUQuhXPL5zDo5KiIGgNupbTOnjQFlI2DEncV2Aitin+9Nlfc97swWbgS7XlEysCSEKwhj7oCSzMlHUgxxNG1xeCvgBpPcr+uAQi4SMhiXMriaZlmpBEsrQuvsvMr7AiwIdrflPKwdjWaE/OQTRDM1Cuc65I1Ukwmg1MYiWik0RlLTKUJcYrFwJXGbaNgvqaljS5tzCuMwC5AIZmfaqwfEv11+rWfS7VsXTAbDnYw3fK5tkqs1oBebV3SNpyy/fl95fMe27VxN5zAK8JKFsYTu3L8TWEgFK5V9i9BYCV1uma0JM/p699CwHzPfVuHYvcxH9JWbGljVKfN/flK4Dctbq31v8t+rJW53vX05b5ouf6xncTEzeJXeCs3wPGjWf3vaV05pZ+u2fc8vdfO8ffW7b08RaAV1PezpTAdn5Prd2a7HJLH2t9Dv+eK0sTdyOxrusblRjdskVZyXJsmhg4jSMnWhf3KcEAUq9YcjnLefdqpRQ0pus4Foe4jgFRVicOrOh8gBVqfBBHAXkhL54B7dqIHyT/tgep/AzPSXeOgFHIILQtB3SZfB8ku4CYuTpazC71XYM9ggj0xJQtwJTmyIBEJkrIWk+MkmmyHKTFZ6JHMwWzMGcdSBKNA3CO2Twax2BPm0a+LC8eOh49y9Yw+3gdYC+X9Fl4OllMJQ35KKL+lgDWMpM1+d2DshwMztgtIOmn1gKEhOgZ4Av3+pCzzjmYxwfQ7gD6+AT3+Qu/jw8RK3WtCgmljegW4WJWHx86sySv2jwWUH6Mc5++YnoK+btUljbMtQ09B2E1tq7271o/ahv8IqBb8LVYO2SXhJZgllnYmHVbEjgpz8+45VDMlRb6fYuKhg3M8eyZG77nEvNabHeD+XBNmCl9ky1l6zsv/q6YWRE4voVQvASu3vMet7KjtfvWtObvLZvm3sK41EC7vi9XvpXm5nuYz9Jza3vHUn+39GkrgKn14VspL6TUhOrS3/esq1vn8JY2nFcAN+m1Wp7harlFSZjPf1IK55JS8pY+lP698v7VurbuU1v39rVyy9y+5/n3/l57JicClPJVW5LJv8Vfj/oO7nzmNAVAiEwZXKwy0oEallVJIu9L++LaFNIZGK5DAr2UAB4AiYER5FwJtiJKD+/mRcbLm+MIdzpznd4fUTAKB5ixaUyRpgEZD1BNlgpCUlDI820LEME1loGnSoeC68BgeCFGy3cN9gDwIHSCbNnWNzg5AqkZJuDTBvjBFmDVdTDi2FmgQ0MIVP88nPOTbH7QU9v6vHkU2qP9nlG5z58hzCP7CYLrahoQePNlm/gbS+6rlgvSyukzJBnXoMalWpOQhsFPNtO1nDuwaeDaBu5T1FYkPojqu6z3eYNwkdwX33VWCsBBJ4HnWyhlbkNgG5f8npim1Ew+k4oLgn7+PrPAMQVm6T2CRs7qASj7bJZyK8pjZdA7K6WDWLWrKtnQcaQm2DljvOVba6ZpSbUV6lwROIK5pupDTcCvzflbAMnSvLlXa523U2Ottgi7ziHxsS1pvvW/3yuwlhQNt45BTbDcCjDWngt9u8H3+NayVTDWv90DEvX1JRPl2njm8+EewXnWlwUQfQ+zoJmQrUqtb1nuVVjcwMZ9lT5Is+Iy4pXSm+ah/nfpt7V5OuvfgsJua11b9qZbAPNSf2rMof57SSlTaq92xtSUT++dK/fOwQ37deKzBy8764Ak4go1xOCIYgKpKoGQISKDErUhaiacB1f+PjYdtREvFCJyzobAKzpEnhR5xfk+wzCzh5dX9rfb7ThKJhCyAQS3o2kMaSBCMSzv0/kCMRUlbw3oALjTmTFBEwPDcOwMnxWgbWEeH5jw+mf18f6+wZ6mPPXlxsA5iqaWcKntrnU8yXaGo9robPZSRBMg4G3nI+GMI2gYUjCmF27TBLrVSeSey6DuUX53wTTSJsJYHm0on4gJ5a3f28wnKydHj0JxVTYpBlbx7fU9aL+D2+94UjsXAaliCJP+SX3Kty5JXJ6b0uVjuaUooTwkyKxpaPJ3J89oIo5nEeDcwwiV7sv99dYEp5rQtuXA0N+kcL3YHpTcqg+MIhAp/K4B2JKZX6bh48S8K+AuB1oAUoa80s9SqfkkJeOaRYz1vpspGM6E4hoAXuxLLhQVBO1c23crWFkScpaevVUBseXwv5WB0WthjRlaAjBb+rkkRP25AMCtbRWFvTsVA6X9X19fYq9vnStb3vNWtnTt+2+dB9+irL3vFiVMfv3PPC+djxJOXtENIMpUa8rOfG6VFGv691pZY9Fq/Vgby1K5R0m1VE+t3MLUbQGC91pI3aKovGXfzq/lbB4Qzn93ufjIm5y6TAKuYLcDDdcQvDCQL00Dp3InA4jpEYg4UGJwRYrK2UQO1PJD6fz1vqpmt/MYwXqmzcsh4xjiWtDhEHNQXzwm8UEO0TbA+eJze7uo4LY2+vWJaecwwk3XACTN40PEBpcru4ldB5AHxfT4APfhCHv41xjsOecCiyfRbMjnn4BzMWqkp2zld3GEdN6R0mVpFKhtA8J2PuInXYc4YY0Am2kmiLorR9NxbydQ3/EEEMdN8iyktXNwCQF5FU2KEqYj86H9BW28Vju4FwczMn9iXirO2GLyimkCDSNrWoz3ZRTn0KQqh5DCQkBgzfdp6dAqaasys8vw+9K/KyzdLOF8Hp1pC9C7d5Pcqn3Px+6mw6NiLlrTNubPbTGJVIdMAi5zbXred6UYqI533r/ZWGR+eFnduszNRV157lW0e7P3W/OH3Foy8Ftqt3h/dc3k42qX5+WW+XSvoLy0NtbYny3A+VYGawtTtqatz8utGu4t772V9dl6r14jueJErpWYW3lG37smcOrnt867NcXXlme2gKOt5WsDqfcKz3m5BVTfU39enN9HxOqCVELrtXkhz2rFGZSwX7BIqiqC83qXmLNaWZpDa2s1H88tyrV8H/sq36LQp6Wy+G023n+LAqy2Z/q5QCKnC1mDKUTiFBNMO0arLLPbqZx6nrxR8nOIoi+KwGmC8yaaItcW04oBiXVeYBq1S5ekY/AmmgCYXNKBHccR1HXBZw+asfSpEgAw89a2ME+PkYgS9zJJ+SCBWSSOh7UR+PYdp4xrWyQSiiHYXYfpsa9/E3znYI+AMEiSzd6NY5qgkIy/z0fs3O3gHg/AOIGMUfazXhsg9wogA/wEizn2kmAwdlKT24KjZHr62froQYLapylMwDTJI+fto8aE36kpg47AYKkSzDKLg5QJwwUBPuaaUxPcv7eEv3UAcNzDHXrYjw8w1ytPQs+QzUwDvXA8i/ZZNMurCXN1oTuwh45truXf2q/A6c1AFpQu1iWOurPxnjFKc0BRNH3cuqFvEUS2gPWkn5WN2GiHi4rmXvdJ/Z6D66rPqrbF33JgI5tv1KWHf6n+8LdL3yOttHCpYkZb0jKXlAM1hcK9pmZblAT3gAthdUV2LwkHNeCv26xp351N59KSJjmfl1vfIenPgt9n9ZmClvYeoLd079r1UtkK4vJ6l4DPkkAfflvZQ9aEQc0Y5G1tBdy5UF7r95ogvbbPLfUhb6NW3iOQbwUT72lja723jM/a3NfrUATVRIbZ1lbxLKnNz1tARX79VoXDWr0l0FZUFN4BQNfK1vPhlv1l7fo963qtb4V5FHzm5DE0cAaQnHkhmbjzMrTKpwfyZ904cpwKo8Y+ywGduC8pWZDIARLvgRjAOeh5qSLTE8E5cb9q4IhgPv4YyZCBiR60u2jeOQw+v94InMSC0MuIgjE8C5i6kTWp6aoxHJlUWM2PT2xtt+sx/PwIM0xoP6cWjnn5rsFeKJkgrylSADyg1ytAWTATwH8MH3jF16XvCUFeBGVLqeW0EPDR+6z21ylxBtV0sgjSIccGGMAGE1R1H//pAKc8MH1fqYsTMcn/lwjq8Z204Fvy6wq+hB6kOmPYfKPvMH7c4/LTDg9vFwbRzy/xfu0vF7q/tNkWwFwSWr8EDDPTTP+uklB+keEpMUg1oVA2btVWUnJTSfWdqofUlkO5xOjNQGfWpyUNeBGULvjD6Pa80kGP0WqI342H/wwkA+ncXis1Vo4rnzN5uk3qQl/z99GKj+JhUStLh14NCOX93lpf7fd7Dvu1Q1uD6gTIK039FtOrJQ33VmXHTaB44Tn9zvcysrP2Fuq6B/jn9ZVYs60AtPptNygqtuxlS21tFS7X+rD1udIztTm6BTDeysbcMkdLv90DDrYyWmvgaBFYifmbT73kr20GU4phIUlzpa6Hv7e+z6Y2VxRQNcVC6feacq/0XRf3syWljFaubNzL83211Na3mlNLazQf20Tx1ESgk1c5+YAoZECePXM+Cr6kF3NuivNIB9QbWf4NMovI8blMLNE6vcmo5NkWpi3J4QsBng3QsRxAlkkj2nGUfmcIZF3Mo3e5sNWgdeEdifyc96ST82yd8UFf4CzcSUfP96aeTQPzcAzv4s5nxganM4+BdTDXPUAE12XYJivfNdgLU0VFvEmyyKsJRbsd27d2HdxkOSKnAmwh0o7U4Z91k01zuk2Tt6n1wGK2UUgy8i7YC7vrNWX0/H3py/D1WXSgjFlJI17yBkxomNrO+6EE1FrkwrjppgtX5+ajDoBpQKcL2nFC8+XCZq1ty9T0FWkwFGeTNuYbpJktVN12cZPy45yMhdYIyWJIApdSVASUTE3XWMaZr8GSGd+C0Lt0IFQ3zBXWqiTsZRtsAtS0MgTMZBejWGZ1sp+lBqaF9y79Vnxno26t1FmrrwiI622U6ndW5YoC2MQYev57gYbSNQak8yrpZ2ncqgfdDeBiidm5RZFQK7W+1Pqez+9asuCtfVhjbkrXl5QlNdCaP7fUh61Mwj2g7j0gvbQnLil41upc2jtKda6B8/eCjffUWyvJnKjsI1tA7Xv7VWOB7q3vlnZ1/beA69pvBVlnU4CiULcyqVNWINGkk2aC9s2lpKxd2z83jc0GkFdaIzVAtrSXvEe58F7l1ZZ1uqaIWVRsRPKEAAg7F89oH/m1o5C4nJqGg5qotGVR+ZC17WLkWB3kJLgnKfNICdQoMre22oskgmPzzbe3aLrZtcBwhX17YxNO8sFTjkdQ1wH7PYO9cYR7PTO4UzkA3WQ5oicQc25b5635VF5sUZDsfLT+vmP8AsCd3xgMjiPMeQSuA2hcXjvfNdgjIII8gD+0TxUAMJoWOpWIbWvd9QqaLJyzPNBNA3NQee4KIV0JMd8HADi44BuYaKjkv+KkKfnonPOAI2OfZOMTu13pt0SEjBdmwieci+ZUmqFINpdmxtzldce0CS6pmxoK4WVDYvVpAlkLulzhXl5DwJqQtmJMWcdiyc0CSwzWwmYhQV4k5URY/ELLuwIDk3+nGisx0zCWAVfYOIB03KudrghXK++6XWua1aVBlX9vklyJKngOm7w2cf4s+egFgG7S99WBZ9ZMGwt1ynN5cKEQzKfEXtbmVq1tysx+hwLQNM3smWrdWwBp6d95/TO2eOMcWjuQl4CPvr5VwEvedwEUrIHQmknmEnjX7W4BbVuEnVtYo7X6tgpmtwD9Utnaj9Ic2QI0q2MraxT1dX2LAmOLQJjf/7XAUGk9LIHYtefvafNblFvH9VuXvA9+by0GuAKiGwYQz/RcmZTXvfbdSvvKPd+icKbGNjbs/VuUCKHuFTniz1Fubb8ErnXJ5TtRqA5jVMJ7+SOZH4MHUbqdpgF5xbOb4nwKvunhXs6jF2R25YfHzyriRpMhhkI8DnZNinIDNQ2TP86ndRjG4DLmDJiFbNmvznUtu4EJEyn5ufuec/CJr5FzER/4MeQUDHEtoGl82rYrB3PxbB89PgA//QB76GF3LRprgXPEPqXyXYM9CTvqpik6Qerojz5dgjZxhLX8UdodR8j58szPDoMCfM5/YPDHORxAuz7Y3rpLZhurFn0I7ep8gkVZAAEU8L2JH1nJPKwgsKfXY11hUuZh9WfsoYBCl240hmIKCL9wgnZE5RSBdcA4wJ0vcKdTyDGSgKdSSbSpE2Y58UJ/qdjnpB4i/x6eQW3kUW9PrWl96334DCV59qqs4hJbJ9o9Sp19NwlANYFlpvXLwWdl85R2a1pqzNkoMXMlpw/cDe+RtU0NAKfGb5NWv2IKqZQTJf/OIqhWv+VpRXRb4Xm9xryJdQB/WUSwyNZX+luqWysXlgTivKyZDVefKwg5S2umxirfpD3eytgusM55PbX68rEvrf/8uVuA1FYWaum5rQB1qe4twuDWsta3XBmk96M1RU1RwbFhvLcykEv35u9wS9HvtcVcdY0h+XMJ4WvKh1Kpff9vVfL9YEnJRWm6o7I1T7p3U4MY6XtpHi0prZbGcW1OFfak8nkBtT4q7dUUvcl9d5oY1/q85b1qLOS9pbKfJG4RGSALRjUSjTMHfM5x5HtlFWf6zuem23lWbgImBXK0Yle5RkEwAJAATOlLiAquf5Pr5GBP5wC0AhvtHOjQsUnnwxGua/na64mxgrMhGCSc4yiaZ5soN3TRgSHZJ3YMCeMD8CPDVnb7HaaPR0xHhnDNC9Vdy3z5vsEeeEK4cZzb4Yot7nWAw5Ayc6cTmyBqxO+dQYUNdNcrD3zXcRqFj4+g0wU4X0DCIBYOQtEQUNvy5GjbEK5YUkQEFkWcPuGKdS2Wku8M/EZZMoXQ7J9a9GIjrfsfgRRPaFwHBrgiOIfcIk0E0oAPBKo2RRGg842rxhr4fhaL3iDlAEmEeERz3hKYbBqmyk2NBQVmG2BiurlmxrlBg7dW1pij/N83HAjzSK6qviUBQR9IATDr+UqoHlqZv2Ax6mY4aGxkDQtrID00/MEQDt950KLY3qSAfvbuNR88pSyo9z+2WTSzvoUxCPeV/DEzIbwoXJXYWJfeuyQsFfsyP7Rjc9l3rLUv9eTvtTQ2NbPZpVJ7F932JqC5IPR8LQZ+qb7VNVi4dwn86zlTNKfXfVtRUhTXbGVu1UDUFoC4xN5uFUa3AL2t5V426F7Bee25LUL9TIl4Z38qz82sgZYYUq0crZ7torxFZqFjENgu/U5b11t+beu4zOQCfzbZcS6kb1V85O3W7iv9fSvjXHqvLUqXLQqOW2SZkqsSpWepWGiF4mVi2u9CMnG8nXzTPgI84IOyjDMihLoWIa+2Zs2kWOfnmGcJnWLwpJsl+Tm4fniSRWJtAN7M84TgAta1rPdtGpBPsC7ESAoiRc72rieTEEEG9LDnpPK7Hu7AieRpnOCeX/jefY/p2GI8tCDr0PZtmq+4UL5vsOfRslCkYodLxyNMYxhdi03u+eIpUj8Bx9GHRfWgzvvXwU8o2u988JMO2PVwrQmTiPousGCajUjCu+53DPS6jm135Qdho8SfD5gJQ7mfXVJ3DWDOxkbZNOtnlvyREtbI28+fznzNWga+fQc6crJK8uPHv0etzNx/ryZwLmjx85IzYL5NGS8yls1kc7NMAdSlKKi1w2NNSCy8g+9QrK8mhC3VpzbDaNbYJHOiyAjV6sp+TzZVXWdFsM/NI8ImKPNI+lM9NFPQlPS/NL4Zqxbu8aA+Yf7U89XAKTXgENaGiqQrZpxb/PWAoIWs+x7WhNbSWCwI3WvfuzZ3CRVBbGVeJwCxkO4l70/+bF6HU3MoKKY2CgylPm29X7dX+i38u6RcK7zjkmJoqayxgFu/q5Q1hkOUVMD83fL95xY2qwQk7wERa/cvCblbx0jGoWQKuGX9bClbAO4t3/S9zOLS3Lq35N8iM4ef7XcL51uurOP603uZpZk9GPcy+a5ryoZq/29QsOT1+EPAiTvE0vOlfeIe5d/SvYkybeM7LLVRtGapMLC1PaSouGuqvydyq0TZlPRoP/0It+/hugbmT1/Ykux09qSDB1XeYisAJ5FbPEERCB4dnEUFb3QuJmPXrGIiJ3kZMuTZk/qE1GjYujCkKAOAybtxjT5lQtfFjAD53FUBWNw4cnCXgYGseXyE/eEDTv+FDzCTQ/syoPPuYa5r0byNMKcRzac3ZhPPZyyV7xvsGU5kGKaMU3aykw0hggH4ROvO+50xXaqBCgBm45qGE6j7+uzrG+hyBT2/wsmGM038gYlgBQxp00FMsC+vfhJw5B7IRHaOPxZb1aWAMYAT7k/VB04WZtspgXSLo/QKcyQLQuhi6wCKOQHNnilkTDYkdyzlC5zVW9wQC0AvEYwqNvLqwEn98Dr/Z1zYpjfBIZcaPx8mD2Rr2kbFNCWgBtnmpDcxaTewrcvgp1rUOIkZbRyLPNIopaBySTCSsaICQEkAfgH8lw6B0jzK2ltMVK/ryPvvxz1ZF8XIrqmfxwzI10o+9zW4DpcLh9pMUC5oBLcksZ/lnLLZeFUO1JJmeFV7a5J3nPWrJiQo/0U2bS3MsZpAUxM6NQjJ7y2yTgV2SreV90P5L4f7Sv6kck/ORpcEmSUhagvLENpb+E63MllFcH+Dtj1vs/htZX6iMIcX2MHStRpbUSu3KgKWni19ozW2Yuta2/rdl77v2rO3lNk++o6xroD8kM+saXxya5PKKAt7b/0ccEWfvtmzed+2zPsaYN7y3gv1pCxQ4dmlszhnKZMzFPV9ENlv+vyvrcE7wP4sYF+xn9sV3DNFrD/rqO8jaPPuVRwrw+/NbQPXt7D7FqZrgUFBFZ/GLPTFyzUhxoQKwkZiXRbuj0xiTgAEdlkrkiU66PUaLAfp6dG/uovxOd6+sKxvVHyPxsSzXXJuE3Fuvte3BPCh9SQSEUBXBrXTBJommMHLZZ2B+/gIjBOTT6cBZhiBX7/AWfWOlfJ9gz0i0NEPoNjLDiPc24kZO59lXhwaxZySI98Yzjz/+hYQvhvHOGl1Loxp4lwYMpn2e7hhQLLE/AQxhz2zgvt9WHDi42c+PHIbwipK1B3/fGAeRdbKHFgBRK2DFhgXzCPmbJ5DQlXow8E0cdHkjFDr++JZSmpbZiWvqVPoct6cOYBLopPmm10mbOdpM7QZH/WdfwdKwafkN8w2vkS41h9Sg04Faoosa97HpIGC4J20uwHgbhWAN5RZyhGZGysKgOIBrDW7Wf9rB3ZJS1wEIqWxXjoAfX9nyo6C+eGsTt2WVh7k77nUt1JZAon572vPz4T7DaBkbf0tmQnLtTXtdVJPNg9KpQZ4kr7oe1bGaPaMnc+L/PdSOwGoKmC4JjgrTXjCOiw9U+yTqm/p99J9JYBdZClXysr6m/mBr83dLW2sAa57618S5reCqxLoBTCbj7cwu2t9WWN9SmurxjTfIuDX6i31xVtDkPNBM0KC9dL+trIX6KLO2aIFSKlftX4uzX85a6pKn4X+Sd2hnxvHOJdpNu3lmjlfYNKqTOXCnF0qNSXO2jlaKtm8qbfpEsLAWQezbzlORNeChgnNdYT79AXOM16BtLEOxVgWzufBAwdUCSahcm/bgjz5Ygyxa9U4hrmXR3gXwoCOR36XpoF7OMB1DZwxaD6/8icefL7uYYT1qdfQtqCHQwJgMVngco1zwxBfbxoO7HIdmEn8+ATsemCccPh//YtIqoj5KBHHHxknBnoel+DX+nB/32APiPk3BqZN2VzTU8HiUBlMtABh2OD9+QAEfy6eQFeIPxB1LU8Uv9CdJBf3QWCSFAkA3+c/OHoLZy0nQnz6wO0OI3A+c7tEXL9MXl+cj1JE4g9nkEQP1DnJqO1iu5n9Q2JXn/xQBiEJ4LEOaCiOjdz64RHY9bCPe9DvfmHQKsFwaoFhaovdFgBn/iwwPzgEiHp/QucjI+FS2YjFBrxpgo23FvA54IjuYyk6qQrJn79X7YApCfiaJfS+hXk7ejOfMUW1EoBTBSwWWCgA/A1WIqUlbUSKTV1XSgGlKIiMb9SozbXmJn1n7tQ8Em1ljEsBWjSo1Rt3jcmN86XwbumN/j/pHKiPVaEsCECbzXRLgkNVQMsFpEq6hBL4KI1DjW0Pz7xD0BSWs3bvrC8lobgwL7eaadb+LUJV7d1q40SF37cIwRvZhaRPJUAr/Qh/qki6+e+ZgqvIVpTa1kobff8WxqXKSCwI40tsZ034rX3TWr+SezOF2D3lvQzeEnOz1t4WBcQWpUR43p8jUHnLQrsFkLEIvgpzpaQ00QqlvL/5GNipfD1pd0GRJs8W99Z0DugAXVytm9etFUilftUsP2q/6zqqfa8ovWLHV+ovEwOJ+epSv5bq08Vab4oZTRtpMjG2wts5fAuJ+0AdgxwCWO50EkjQs2kNBy7h+h3Mzvv3iVmltSDrQmRLdx1C32Y+eyLzO2KSaLgyoDIGOF9BzxzZ353OIY6FgDCSsWtbTL95Cu/R/O4Ty8wAg0DnONLmxwc2V325wP74BLQ/YDx0sLsGtjdw5md+xjr0fzrBnAbQ2xmuaxkg9j2P06jcpwrl+wZ7k4V9fglmBfkC4A98QWJqaAhGIkweD3BvAE0TormiEmqtjR+x60DWBsbPni88uMniiJPavb5xlJ7jMfq9tT5gS+hbJnj6nH7kD67cRFKDFKCZ55mTZwGE6KO+X7PonxWhV9hGAUVGWMrjAaf/0s+4/Nji7W8a/M3/tUf7L3/BdL16pjR7/wz8Jbb+ABwKTFPpb34ZcIRQf9AAMV1FYSPRCzcAQ8CDdNWnrvW225SG5q2ZjZRKroHL2ZNs843+mHGTScHNxoMq3L+RrUkeIYjGfuYbB8C0au4V5nYVfInZtK4z/JhrojcI3P7wSgBcyZRUsxGajdWKCpOBNWEm9TtVgZ6aA1m7upT8DIuAcIVNnbWdC3AlwbbI9KywTFtA1BLAqz1bAgBrZRFcbqhrSUteqv8WjT6ARENfmtv6Gd3eFtYmaW/Dd5ViyoGJZn0gFSRjTRFRWwelOajbkHucW17TpfrCtULbWxmipE8L7McSk7X2rfJ7avfdovTY0s6Wft1z71pZeH6mPFizvqj1L1+jOdiyK4BJ2tLPblE6LH3HJeWz76dEj666ROh2bmE5S/27Bezn7W/5raaEXQOnsz7V9pb5umY3KyXveuAXSJRfP8UgihIocBhinjwggip4eXccgdfJx8Vo2NXI8B5AHviBDGi4wlm1l4vJp/RDrMGsC/Im2ZZ9Bt9OoPOF58BkgysYEQEPPs/e8cCyPREwOdhDA9s3AH6AebuCnt/YFHPfw/72I+yOI92bZoDbNXBdg+Y0oP3jM+h0wfSPfoJrCDQ5uK7B1BjQoUPzp+fox9j1nGVgoXzXYE8icYqZngj2SdAVzWY4C0zgMKpyr8+VESI5tgTT7APb5i6czBHjyKBnv4Pb9zBEcKcTpuElneTi8/fbHxmwWQv64kFiG5NcB8HY5QFZlIDaNAAVhNLwp3o3DfRKCdz9pGbWZU5/641L2+ajbXmMvjzDTD9h6gmXn4Bp36L1kyuYn+ok9piSjTBJFFl4l8jyFA572cDdBKdzB4pWxrOwANKF2iAElQERB5Qhgr0O/L4C8GwWpVIAmmYbcvYs0YoXgKrSfCc53oQJ3RJtcItGeav2WWvsZ+Bz8iyzj34lY6js4smQcm6OgGuu0RRwkzFleiyk3dKBEupxYQxdSeEhyg7//noNJXOtYIYyA7vSn/wb675n46brStaZrLEs+pZ6IJ3rzrHQTiatqxiOWzFGun814XoL6Mt/W2IUS3O/VrYyIjVNe41drN2ba/VrDFEJVC0JViV2KS+1+bGmyKjVJ3Xp9VEa85J1hB73bO4vssf5Xgwkcy2d5yh/mzWGeeld166vCpoFYX1Lu/LTFkWaBhQl0Ki/aZUVrSh+5LctQDu/fgu4vLUk75WdG/nZU1KK1eqKFVUAVQZ2F0F6xUqodr++b4sCSfdVM+Cl6NFb9ouvUbay6FvqkL/lu62t41IpKboAdeZHiylnOWl6AFdCogAsr3mWDpNNclA752D6PgRFceczp0Ibx5CaIPi9AXBvp8ggikWYIdB+D3poYuLzwUftl4Atbcs58RQZwzjB/3uavHxs+D6PJajzbV+uAVc0wwjz8RHTQw8apgBwnWfjmj98hvFR+umwh3EOrmlg3s5cz+UC8//7l+w6dtzDPh4AA9Bo2VLwOkTZcljeI79rsBfSJIwjU5neyZPIT6TOC6+C1smbRz594Aqcg/31E5tuDo5tgoWS7Xv2A2zjELnLlSldmYxdzwLwFM0a3DiCLpfwUTGpjfBy5Wg712tsC0gZAeuTNE5TqtXQ0T+zQ4htlCfkS3EWVGMCnDwTNuvI7oSAIHKvdWz56plN2xBAgCNg2hm4PU90J4tS9Ul1ItZZOTiqJp0VjblOdhmueQ2LCPDBSdf6RQHeLNB1MJopGrPIodn4afCdhOIPbVciiRYONQEUuTllYnu+VQseOznbTGvvE4Q/zXTK/d6EWd+nQYmwqrP+aoarAK5yVqto5186VNU7p4w2Qt9JM8UaEIaALVpA9oCqoyKznfS3Kqhk3z7U7f8UZ27dnyVG1KX3JGkbcoFRDuIig7WwZhIhHvPD/BZBsQTMiszGBpB3D0NREzxyVofUvgqZgwva9ls171UWtgJca6W4v8mcyMBriZnU76yFtYLwHOZjjSlZZFbraz5VllTqWStbxnPW38L7699r925tW34rgeCa/17pm9fOvIJSMCk1wHircP+VgWA01XeA0+sLKKZJ0H1Y+wY1q4X3ML76/lvHs7R3175lMk8WAFJxv7yhXyUFUknRUztDknmW7VfvBal59NuF7y3uSonbh1jnCXja70D9geVxb3Ypbk9uGEKyciIKQMy9Dvzc4QB6avm+05llbiAQIiDDKdikeBkqAFAgEEbUGHZhuvrI/52Pst91HLPC9ztEwxSlOQB3PoPaBg3AgK9rQPsOdLoCbQP7sIdrnwALmOc30NuZ/fDE3WsYuB3rQNaiOV+BxsD1Hfez7+BeXqM720L5rsGeTE5z2AdQxjnwhhDhJ9EchOAmBa2OCFzim3VlRi8kOpSIQQBgDKxn5vKgDtT3wGHPk2ec2LZW2EMPBt1k1abpJ8Wkky02ka5WdLMkeQ9d9lqPPKT+fJy0z1nqsxZ+K/n8yX1NA3Qt9v/5Z3RfDujejug/Xz0jangcC5FFQ94cywfDtoihavNS/mS5MB9yk/i2w2+K9XODB8mKcYnNuJS9Sl4+Z76yLk5TEimTWdE6k5H7lrFmKy49kntyJkn1pZqGw2Vt6/upU/lhCgeK2KbP+poJdoG9FCY3Bm3Iga/UUQuYohoq/124PzKMqk0B4bp/GniSAdyQ1aEieM3qjmNYMhulhpJngpCbveciYztjx3KhUX3/Gis0AwELjJWuU9ostbuhFHNr5X0LN1NdcNsqfG4Viqr3Vvwp8/uX2CPNri2xdGtt1ISoJQao9mwNqBfGIGeznXVp1FIv/M0UZ1sDUGA+/xfrW2GCVwMzJferM2wNZNa+t/y7xmbkipWq4FxgtkplEbwuKApWGUoq33ML0Nuyn/gzQGIJzFIdlfq4xJ4uAaGS0nCTEmmrRUGh7SUwrvq0qpxYGvclJdaWtb0ZnKq6tTIi9yNcq/deAKj3FqkqUWrHROZ02LMCPpdVvBmnO504ArykMFPAT1g7kZPpcAB84nV3YSDmVBBB1zQg61j32/chX1+Q/8kogsaf10btZdPE2413xxKg6s6XmG6t70PgGdrvYB+PsI89zHn0QVUsph+O3N/J8vXLFfj1M5zMQ2Lm0MHnDjfEwPXLM/s57vcc4bPrgP2OxxEAfql/ku8b7HmmDmTCh4W1PNh9F9MvTFOK1gXRO+dtaw2oTT9oEOgkv9xhHxgiGAIG4omkQw8DHK3zsMe072GuIz9z3IMm6zUDUVAKAWSsY2A5DNEsVdI7GBPNOYEkMIn0NzZuQtJJAJHxCw73kUEo5nFTm1WwV355ZTvltgX+yd9ifOzx8ncN2tceu2GCOR6A0zkFerpfthDlcNbv5cNRC20k9HnXMXjzuQqDgK5NSUltVNZx8npV9ywhZzWS5PyQis+W3k0dmDMB39+iNpikVDSHmwKBzECqTyieCV6zDXhNCFOC/owFVvUmj4mPKJBs4gm48s8W36VUnPLfqwH1sEH78M7ii6rXS85ulPohwkan7isyuJV+l7TCATTr+yoCzxJI2nL4V1jxTeOcldm6mNVREYZrfcr/TureqNGePSesdUEpUqqjJtwl91fYtGR9V/q1pb81IFm8vyC8Vfsm/a7njkxAWeJf6uIay9d1ic1Tvy0mJl5a50qZVAq6VLxf/12xLtj0TZdKXjcKa1r+1t9yiV3P618C87WSMzizehfW4S1KCn2/Xy8sJ7i4l1fYz6JyMv8uRh8iyN5JKd9LpcbW6nlWA+lZX5Pn8n5oMF44x+/ZT2M7lXdYuh9Y31vze24Bckt74prSYVZ/yV/dhbk0s5IBeF45ZtNC7msv84oZJnY9zE8/xrx250uQ+RIXFAFymQLA+uj4gVFEnKOJ5Zy8wzSBfNyNQIJcLhycRVyePODCOEafQmPg9jvYY4fp0GI6tGi/XGB+fUH7xiao9stzALAhboQxHDG0bUFdOj4hAM04elBrGOAKllkofxGwR0T/cwD/UwAOwP8TwP8YwBHA/xrAvwngnwH47zvnfl2tzPuVkQdg7nqNH1PMID3yD3a9u50Hagq8yf1EMReeR+YA+MNcLjzhuo7ZDWC+gflonCS+WV3rzUitTwx5ioFdANYyAKG9xBY+d2IFEjCoN1bqe29r3PlQrxa4+klMbraZMdOVK/avAACt0ElEQVSXgp/kwPZ1B9+jYUTz5RXNj0e4ZgfbG9i+hSETQW9xoyiFx11gcrLDY9afkCvv6heJyqMigou6HsCJTqY52dkBpDeeIpAO77VBuFtiV6TN0oGy9Ex+qBYZm/lvif8cgJwlLYISqPGQ8dRRTHMhMH8X3R9lKroKLGvvu8K0lkAuJmQBWrTPkdKkVg7/MAcqwkbKrlYOQc3GVQW/GijMgQndJhyUBMcAiBqsMifhHexc4LpH65wzils1xvnYVsc6U2RBffMSY66eCfWuCVE1IL5W1tb316gv/21pr9AWAbJWwj6ZAr8SsCrlzsrbTHzAhYn3bS+lU4nm9+k9i/M1Xy9LzHUJsAN14KG7uBQoSt6BCtdK9yUVZ2tole3N31f/duMeIc+sremaMjQ5PzNLElGobgHtuv/531sVWrmStVZKLPIaaEuUKNl1feYJ6K/1Vfe39Fu17ZW61vbQLZYGQGFdFp7bqqAslYzxc9PEcipUEnRjgD1bx7kEBBHo4xNHoew70OkCnC+Yfv2kZPue/2sMs3hePgUi2ZPk4pNI/kAgEYIVnxN3sA70cIQbPFkjqbymCe7io/9Lbu5pwvTLryyP9x3ofEH7ekJLhOG/+BtMxx7Tv/Eb9H//ids8HjLZ3u/N4wia1HiKPNZ34f7AOAKrQA/4C4A9IvonAP5nAP4d59yJiP5jAP8DAP8OgP+jc+4/IKJ/D8C/B+B/sVafG0dQ0BR5hO1teRP6VgUfMS2nPGDQZ0EhjYLf9HRyxp7tZWEnzrUHsBOo0KbhxRRQOJ9h/gRmF497uMZv4JrVMHzNBU2ETYVhLWRNYDvhwGRSmhKBKFK9lyvnDtEMh1F+haG7mXY238zl+cCYcb7A5uWCwx8PaF8nZi4N8aSbAbRC0nGtKS1penPtM5CYn8ZrEzBmh6fqZ6KhFqCcmDPYcDjFgCkTtJlgMYdQ7SDK/15iLZYOel2KGtuKCUZyj00OoNxkN3m/XAuegUQyNjHVKUbCTP4b++DGyrjl7xx+i8qGPFhK3RREPZvU79ficC2PV66p16AMgHOVMc6/XQ4iZuCxLuTrHJHpzwsHf544fI2Z0mUNMCedWAFit4ITbnRbPUXhmNb7pNpZZMGXxulWoUv2la3P6/tuEQhL92/Qsi/6AmcC8Qz4hfuiMF8KNpS7EGjLAfGdDecQkReg3KYAVYtBQBYfXBgbiWCaz6maAjI/i/LrawCjpAyqAf0S21v7vltZwNCP0nniynO4WG9cV6SUxzIvEiWbCKbEFiB3f8ctbFNtHWnlWM4k6fntlZgzi5O87to3kfm0uv9q+WPLObGwFyw9l7S5AD7z+rbsL1sUjrW5rhTASWR2ZyHuH/bqA6R0LUzfAbueUwt8eeE6moat484XtiYzPl6EdXCY2K8PDNqcj6LvfHwN7UpFu10M5KjShwVAKDL5OMKZBmFGaGslSaEg7+l9+YCG3crIcHDD4x722MPuOzhDMMMEcxo4v/cbkz/Nb38DHPZwj3vQ2wV0vsL9+imylTKexjCjCDB55c1GQSZJg1YrfykzzhbAgYgGMKP39wD+lwD+W/73/xWA/xPWwJ4/QOzpHAKeiOkjgBSAdBSZPjsxBaxNO/XAThMcST4PE+yFAwAEvD2xhO9XAKPvQY8PsB8eOJrP5QrjTTitMgMlDyghB+IwAiPNzPvCwvDmiuk7+bweDSeQxDCpxSYbs58kEl3IuaSNxGQn2/DIWFDjA98YwJ3OMJ9fcfzdA7ovF5jTUJxgM5M+QwkArLJCyUM0vycvemPOfSeVDbhzjtla/ZzQ82Hjz7S2mxmobHMrbZr62louoBw4cYc29kUJFl4TKUzHjK3M2cAZsE3ZX/mGVZOcYn9q2mLN4maaY/IgEyKALoCTwrOh73b5UNIROWeJb6sHbYFNXWNotOY3ERznvoLJ3yYVooNmeVHwyX7L590q8xZuDtc2+1HdYuKjWb7acyXBt9ZWFYSrc6DGpN8iMOdl6zvXBO2lZ3U/8/fU46LnV/K8nd9f6kvhOR2IKlcQJkGqsj6l6XuAqKBjEOAKypvQP6SAM12PK3tm8j4bFTW1e6vjqc8s1Z+tyrot33mN6crrqX3T2rNL95TOr8Lz4kbhJpYPSnuCnBu177zYr9qa1s+vPStF7aHR/cCEaOXJGSgANldmJIrRCsDW923pJ1CppwIu9TNbAJ70oSo3Fb5xst+YVP4I99r5s1sVcfmeLAFRVIAWwhSIFgBsIefjbrhxZJDnbDD1xPkaY12gARrv4rPbxciYQrKofcxdryqWh7o+WRCGeM3PHzdZJlCMX+/O+oihfv7467Tfhzbd6xtwOoOeOzTnK0xjQGcOyuJ6dgujtoVrW7jHI9yuZyYSiIFqdMyRkEtQnWl6ffUdgA74XB5+4C8A9pxz/5KI/kMA/xzACcB/4pz7T4job51z/+Dv+Qci+pvS80T07wL4dwFgbx4AAGa346AootG/KBteKdYBZH1IVw+cwkRQGno/uNS1HG3zwwMjcuvg/vgLo/3LJU5IDfS6FvTDE8bfPgGG0Hw5A59f4AwF5B0i5ogPniF/uLmoZco105opm/lC+MTiSnOR/DyB2cs4gPG3UkCV8LcJ+Ur4EgG7HU9U6ziM7OBpZ2tn2mANLoSd0/5euR/h7OCaab9y5hDR3zEz9yFDDKhVJNUwTgK4s7IJ4FUFpgWAt1UDmzFcgHrP3Jel2r+CEI0KWMo1rfrgSwRj/Uj5oFs8VIqsRFkDHgIFlQCNNvNC5XupAzwEzam0N2M2l96j9Lt+dlZ54fCrgqT0evJ++vcaWJb2SszCornOAttQ+GapOWTp+2zQDOtna1pnPS9rDGxeVvqeKEGW6lkSdNeEmrU1Xts78joLYKzIqpX6kD2X/L1x/umxn6UmUffHM2rB5L2kEJJ1vrYvlFgnYH0/rf62trfncy1b36Xvt8S46ufy9bIkxJfWzZa5u/TMlrLh/siMGS+MGuggWImfdpgnat5uWXdyX8n0PbBBhfHQ92pFtnaBcW4Wfbt4rmbfNchkNYVR/p552fot1sDcFmXHlj6sgsoNSofa9RwAlhQniOdcEmNB5DXn4F5fkxzXAPjb+cAnAFJrNb+vuNMZNIxMbjwcQcYAhwMzYtPEMSRCYEMPmEIUbJ9zWbHW4T5ngXbHQV0eDwxELwNHwrQOaNQ7T1PM6zdNbP5pHfB4ZFA4TnDPL5w24nqFedmBrgOvq9OZ448AMV+gRPu8DmxV6MeCeh+85bBf/ka+/CXMOH8E8N8F8G8B+ATgf0NE/8Otzzvn/iMA/xEAfGx/6wK67fqYn8NZ4ArYwZtdiuAvOTxk8glVmwfLEJDjGTdqG6aTjwcOpDKOsK+nAGgk1D81DTCMaF4unDhxGODsBJh2LlR1uxiilUz4rzblDHbIGrS0LQT1c1RI364kpLxewwIIYEGBIyICQn5JExxD7VUHmpEANSOcTPauA10H0OmC9vMFdB1Bk2WavOuYHBlHhMAguTmeX4wCKKumklIKG9tMU7jiJB6ce/3YhATrGThMnstBUKnoZMalw3+22W0QFHIGyTnMzAlzQBaA8VRvo2QvVRTwK8DHM0KzakphlksHyhYBpALqZ0CoFBjC3xf7V/ARTe51CIC6CHYLwpiur8Q45O9SY6lqRc2FVdY7b3OJXdD3rF0rsk9qXPV83irUFAXdgnJB/15j45b6X2XrKt+ydG8JVJSec4X9YmvRGvM1rbsamyBILoKcqQ6E9Lus+aapf2u2IlE8bfW9XVI+yL/ztV9T/oV7KvtpXrYo2fJ1lX/zfI8rtVGqK//9FpC+pb7SvVvqvLVUFEzF4GLZep4p03R9tTVX+21RCVdap4o9tg7OTeV9dUOdc9PlDYrLmkXEVrYXqOzHbtu8LpWlsa79e0nBtTQ/C/vcLBiLsFbGMGngLKwQJk0D+vAB7vHAgQ7PV9AbAdchRMMEwIAOYJ87wzJ0iM3gLNwLm3+6ySbERQCMTROjgCqGzr2dOPeejrretsBPHzH8cMTlNzu0rxO6z2eYtzcfFAaBiHHjyMxi03B6soGjbdrf/5H70LUM9JzjyP6fv0R/Qx+tX9i8YHXoY00Elm+/49yA5wvw/OKt/CrKZ3mFxV+/TfnvAPjPnHN/AAAi+t8B+G8C+B0R/SPP6v0jAL9frckQR6KRPHpADNQRQJBK3jgMsFcH88PHqO1pGp880UQNA3mzt4tjG2HDIMHpaJyGOKeW3kSshf38BfT6BuupYgaXFMK5hsNzGNi+2JmQLwSQA1Ydermv3X4X+o7rFZJbMADHppklNAcwY7lCAkof8Yg8s1jy5XITQBjgPAPaNAYYfVCU68C0+CwEffmgFIftaNoJpExmpmHjD6LAYhNzsygt3cwOfAKH0dWbUoGZKppf5Fq+cHPh8K5t2FsEktiJwkU7/30JiNY04VsPGAFB1d8qZe09bz3gan6JCaADzyGVAoIvZdrW0hxUACRh0RMQov6tgUNezxK4yUHhVo1tSYhaYyWWhKctoE7Pm5pJZLivzpaW+1ZZS9W5Vrtf9UF+WxNwt87JrfXp9oH6PrCFgaz1a0mYlDl3i2Bfq28Doz0HepidK+UHK30ssggVJcLat7tVyVFal2tlSbDeyjiuPf+evbXUdq5kuwcYSJl9G8lV2nqWhBW7fK8FSsrJWp2lvmlF6RLIWNzTMtklB1pbFD2672uygLq/mA8WYCuT5Oyi8tiEdhYUHvd+z3sUAiXWVPevVNQ4zPYK8eUVeZy8a5WVNAxXwHrLu9OJ88q9neHOl0isSCo0nfDcuWDuKekaSFIyNIbbG8UPz7twSaCVKQZzc6ObESYAmFn86QeMPxwxfuhgO596RMalaTjp+TgyWJMk6eJONvlgj4d9aNdeLkEeNR8/BJcuDvwSZX84l1qjCa6xLrJ814H/91fos/fPAfzXiegINuP8bwP4TwG8AvgfAfgP/H//96s1WRdtaUP0J5uaZk5TEPpDsnXLicsBD+zEVBEIKBoCfsgHODEN0LiZ/W9gAJ0PSuGfEyDFdsCM1gP97PtJjQ3aCGcMyEze99BT0lYShDMQDakGhKETTUUSlccBZGB6n4ZB+/wJmD3suW8+aWO4vtvFCSrjZ0wEl4aCzbAbR/ZD9EFrxKSSGnm/yjcTU9uapi3ZBCtaM9ksBNhOUAFaogkpGZ9rT75TAP5t1JQ4iwR03qKpD/2vHBprwmr+vrkmVF/P/94CokrApXZgbRXOZn1z83vX6i31E0Dte8/GRTHFSVe0ubB+VvqZHbJFVlfaCgdbZSJr7aX0Sf67omFbKjMz1S1zIheQtMC3VQhcYFQB1AMRLLJNd/62VHLBRwuI95aSgHnLs6W+5WWLUJ/cv1HIXCslNkCE9xLQKwh0yRIosXH6/lvHsDZ3S/focqvwWurfzeB+Bczl/VxqawuAW+tD6Z789y3zc9O55ffELIhbLcVO0bx369zYCrIXlCozs8u1ZxLWaarv+7qewvwJgWq0UqW4Z2ZKFyBVPG9RZGz9ntLm0vmw9vxaUYrwefRmr6gn5R6034XzmCPpM5MWEq0/HDm44a4DXQ+cr/rTZ++u5MGTyO3kA7VMFng7IZAeH5+4fZ+kHGRADwe4/omxwOdnDmh4vcYAjZKvT0w49ztm3JxD9w+/ovsXFvsPR9hDB9u3aD4+MeFxPgfZPxBObQP78Qh8OIKGCeaPv8JNV5a7gRC7I8jEEmTFW9olZqRdzLcH60IMERgKEUgNEfAP9U/0l/DZ+78Q0f8WwP8NwAjg/w42y3wE8B8T0f8EDAj/e6uVGWIkP1yBjm0TaUdsn3sd2E9OtPg6atjgbWLJ+CTnCsAZYh9A0Qp4OhaNgfv8JQKj3gcu8R8uRvtEmGwgx5E+r0NM/QBwWzoa56g0FaKN0ppXoZuBMDFDSGOjtCPSN51scprgnJ9EoknRGgCvBaG+Cw6mbhjYdvh65UVpvHNo2wJdC3fwoLBtYRTAdtM1HApJFK5sk0k0PwtmRJqB0b+LH6LcQ60JzKW7ZnkPc9NPXby/ZDXKZNXUKtvAl9i9mjCwxOaE6zdsxPrwWdOorpWSOVWtBAXGipa0BhJyjf6s/gXwVAKaboLTuQXlPnUYFQUmbdap50EeAVP3q9QfLUgDyDXNs5Id9nxbLpxsZPZKpaaVzVmimvY7tHEDyLu3LM21ryWULLV9zzvV+nWLIJb/VlPk1ABpTehP5rb0N1McJUxZAbjpOpyd979m6rg0l2plaW/b2sbaWkj2iuz5W+pbA366za3lFvC5pLjL+7M2t7cCYGfZv4myM1pkEMDLIZmZ763fKb+3ZNK9dg5uOZ993eQBBvffZ+NdM5vWbck/Ex/XFYWfOq9gmijYi6+5Dqi1JF/k9eV/b32m9ntNTrlDsRGU8GA5TftSAoDZ70APD6D9DtNvnkCjBQ0T6NcvzO55xiwQEJ7ACPn3gBj0sDGc6LxtgF3Psu00cW48nzMvzBORhyWf9ukczExJ9kUiuMOOg8V0Dcx5hHm5wO06YNcBD4domrrvMB57uNYABmg/X2DezrBfnoMZpnl6ihGKh4HjjHggCyCSE2KBJ9FFJwuQD5woa88YDtBilufcXyQap3Pu3wfw72eXL2CW75aKfGTNJqBvTBOs2LZqLf71GinQVtm3Xq884HBhMxOUT86wz1rLeT3QNKDgJyaBURS4IOMZRseOoj7vnbB/bhhDgvTA8ikT1JBnDxlIMalGTdjIJPKoAov2OsVJ0ncgMsBwhdO5An175njke/o4fjidvZbFv48d4QY/nn0Hcg6ubYDDjmWI8xnuKpvdulAYGMuSGV0ugFIaKCCOidIi6o05McVsomakaSCaG0nJUXWqXgJfAlhrOZdKgtpM22qyfmZtv4ct0Qfd2iG+pNnP27uFwZht9gXAc49WvtZ+UfBSz9R8LEv9zb+NVrrouleFwGVgV/r+iTY6tLuifd0qdBb7cyPAWWNf8raX+lir/xYG5L1MgWaVNAtyD+jbOp9razIBXTeC2KW5mAu+tXEoKVSWFFL3gv0lIfHecuv82tKHr6XMqAH3LfeWSm0uf411UrvXOQQlGibAqbNP+yv5vTPPAZzcq98jLzXrgmRPXAFxxT22sK8UCudUkwiM8n+qrZpyQNqStpuGlf5BLsiUeJkCcyZL5EqVBVPrYv/y67eURMGzUfmSKRTnZt+pfMaRXCeIW5DzuaTNbheCpjS/vgKXawy26OVRSYtA5HNLG45gH1o0AuAAejqyCeXLK7tjAQyKfvwId+iByYE+s1+ffT2BzMTR94U5BDjl2XGP8z/9AbbjVvpfL8C+5dQPjQGNFs3rBeblDEcEe+jQvF05iKFzIR8giKK8boiJpM6DOHOFe3tTYwaYpmMS5oeP8bkvz0xiWQd6OAa51r2+hXQQtfKXSr3w9UvpRf2iosaA+j2HZO15gF3fwfUdzB8NU7DnC0ISRVWobeB2Hdyuh9nv4Vo/sbx2wOX22UJTE3F7j0fYjw+AtTBf3uCeX+CuA4wwZRJRcrhyH3y/Q4jrzJ8+THgxw5T3FEq7bUESiKbrGQxPI+zpHE1dZXPxAWpINmix+1WL2Z1OiIyhDw273wWba3QtaPJ5B5vsEMg2rfD7TIO8wvpQTORLTcPOqCGqqj9s8qSS2m/TM5ohp54GiPmGVjKrSMAkb16reaJK2vZSO1vMXJa0trXf9fXZ5hw35Znpqq0cyHqsNHgqlSJAXDmslkqiALgDwG7V8uZAK382aecGbTkKQkfx+2ffoTaHbtHqr5Wi4JLVvQaQ8/7c2od7ntkCVNfAW/7OJSHnFiBxa/naQCAvN2nx7zC3kzpuFTJLz9T6unZvfv9a2XLvFsZja3nP2qw9/x6lxL2lwmCV8izqsujjqfdAYdjCtVJwIKSMmZqzwRxOB2aRXK8roFCCfkjoew4SYuDGPB9tdhbkwY78+1IeJCy0NSVtk4TT94HyQgyCDDQVk74vnUtAKq/UZBy5vGA9U7XCKs7ruXI0RsW2AegFM1cvn1HnE4U3DVuVDUMMrte2DGqcAw0jR6oUc0efeowDvPD7uuvA7ki7Hm6/C8FRgqXewxHT4wH22IGGCc14AE0TSCzFtJzZd6CPT7j+4x/wD/+NHY6/d9j/atFcO1w/trh8aNC/WOx/ucL8zuOBvsP1hx3cTzuQBXZ/eENzvvJ7KYKH+p5xyK4D2gbUNjADp5IgzSo2nKoBAGgYOUfgfg932DEgHSe4z89ZvsBy+b7BHvncFsbAHfdsKvnyxoyXHyhJPBj91wju4QC7b2F3LczbIbB9BDBKvg7BbNE9HmEfD5geOvTPr3GiiW2xju5IPJnoeGQTyJ6TQsI50GjZSZQkT40FNf7je9bNORejCcni8j57UoLJab7YxTQUYD+8AaxN0MPVGMAo52oyzHIRgXrnWcCdB4g+0bt3DpUk9HQ88FiLb+QwMg09jin7iCZu2LIJZJtxUmqsgd74hKWzNvjclSLD6Uhckm5DohqFHDt5WwXfuTSn3AZTupJWfivLIv2pCc1a+14yp1oydaloCWeRFnU/Sn0L/VlhrbIoiAnIz569KeVFrW9phZU+FX7Pr6+Z724VOpcEw3BP1scZw3qjRjYvXws4lIBd6fqt/dqirMjvq9WV37/Wr9r3uRUg3/pcXkdtbnytskVLv9TuGqBeY0xvKUvM5r3fc8v9W55Z6s/X/GZrc6LELv0FSgAp4hIi+YqnCUTOMzcZSCjtnZlyLVgGBUUtYsRtIFgDSSml1gnK+oYA12RgDXNgE85CD/iAYApIgCcRJB9rptjPg7sFZjOCT5HdmJ1KnwUQlebSnuSNU37n2lpq5meu3+OGczIHkovuLuFd/fltVDouYH6GazlvUtekn0nFKjWGDvTXNJwybJo4QIrPMccmjRxh3V0uUR6XqOsAs3eHPcafHkCTRXPYgb68sgvU5y8wr29ovGxPpwu3KyyjRAj18pb7/AX9NOFv/h8d2tcJzduA5uWC/u8tHgFc/slHDI8tTv/Vv0X/aQQ5wLYE2xHM4OV+Mc0McTwmZvFMAzwD9HhknPCbn2CGkXGCtSGXt5Px6VrQ+QL0HfsCOk6BZi5X4GQZUC6U7xvstS3sz0+ABczLG9zpjOmXT/F3v8lQ2wbk64YR7h9GmN0OzfHAYVa9354kTTePD3APB2DXY3roYa4Tuj+98jWvLXDPryB7gdVggxwDxMMO4z/9GeQ/RvOnZ7jXE6ZPnyPzd9gzjeuZOhKnS1mkXeM3T9m8/ALre78o/OboaeAQ2ME5Bnse1GhGDI1a0N7RUy80pyIEyTsFU1FvQ+yuA+jTM0c1sjF6JxHFpPF50Qtd/LaVqQffkzEeQLoB1TRPDYNK3UbcgAe4yYDMGDYgagyo2cUpIhodea5kwrfSBy4LmvFbTFa2ME/Fdm6sQwTBe4WjmQZxioBUg+PsPYshuVfbr9y7BhK3sIk5i6yvyfX875yhWzNNLdV3C9N5q/D7Hlbvlvq+Fji6l+koCb73CvL3vMutIOGWfn2NstUiYGkfKPms1tZHYv1wR7mHJVxqb209vocd3gq2iszKglLvlrreq3TYsl/lbYsgnwSFs8m/xd+Im3BeqVgxfc/29gD4pvibgKo88rIGWwwIlYlp7cxYsNoQVk63U/Tn18rSkpm/eg/nqBgFXAK5aGCnzVyd9QBM2lIs52LKqlrJ9src9SRJ85SvbzJI3G4yBk/Yu5iHkaIVWT5+uvhI8Fbk3qZhvzkithg7HOD2vQc5V7iXN47H4WV68dlzzgUzTeODD2Kc0P39L2ytdjrB6TYBnxZhF6PS+/rgHGD2aT8ni/3vTjBvV06Mfo0sXft2xPC0x8s/boB/3MAMDvtfHB7/+QntH77A/Yt/iJKZt0qj3ZHHYxw90IxWPBxpVPo4sGw/TjwOD3u4444xxe8+MSuo5ZBmzjTr8n2DvesA+vs/xLQDPgqmsGPCSjnnQIbZO7P3H3K/Y/D2eIQZfLhU8cU7X4BxAjUG7due/dPaJiJua4HLJUaiVMU9v4CuA1oiZhpPPgxr28A8HOKHvPoomMoUIDGJsNY7C7vI0EkEyraNTKS0e70iOqsa1lI5irbjLgtsIs9p89dc+2UojegJ8ASVBJX+AAjOpDovU2bewf9Rm3XbpZtBdi+ALFxx3NRLgSyaxz2DUdEGAclBHcB817J5q19sOF+YIaxpzHSfctM6X/dmgXFpgy5qPu9hDGoatAUtYN5ejc1Z62+pXVcxea2xgyV2cm3MamYqeTul6+8VmEoAcfH+jUzJvZp7DbT/nOZmS6UkpH5NsHPLGszv2QJ4as/eeu+Wb3or+Kw9X+vD1t/CPQsKpm/BROpy79pceu5WVu69io5b7/1L1rW0FtT+7oYxWBIFZbTP1xtKCMaZsz6ZUrew34fzgiLAyf3AEr/AtlPvFJm69F0r8zjrD/d3gSFZchHIrnPKKnmXusIyMJSZfDAzY9X3binVeb9iRZLs1XpcCuDYRAUuAz4L5K4hObNLLCeGnMs9B1d01yu724iM6xzoMgAvb0zI+MiZHE3/mqYTk7nYtdyX8yVaqA1jIFLo4ciRPnvOGx1YNyIGhNaBOhPWgBsYLDZ/MNGarfF4gAjN5xOOlwn9px0+/1s7THvg8gPh8IcW7a6H+c3PXJdXkDifio1e3oAOoIcj7M9PcD2/rwBK9/zKGOPlleX6vod5OML5xOxu5007J88A9j6q/Et9OnzfYE8m5TjCmcZHufkQbKBBl8jovb7CPH2A+/gBL/+Vn3D6qcH5N4S//U/P6P/VM/DlJZh8ojEMAoaBQ7mKpkp85QyFScf9UJPbB4tx1oLGifvmPxDtd3DPLzF3HxARvkTYDMBsChqVsPn5pOWBzeta7o9zgDHsBxj89HzkoUIfZ7nJtDZG3kE0LUpLF/rmUv+88DsZBHtsp+qFpLZQG3CN5akKF1GzVu2/LtYy/a99+aYpmmlIf43hTcV4TVG+UQlTJQDpHlCWvwMQfeOWBPwaiClsnrkWNGk3B0xLmtu8FDb+6gG3xsAVtdyppjDkzqNCO1UH/mz8SnOoBBq3MAI1YLBUx73AqfYN9PvVhCT5fdWv4g7m5GuU9wiptffQwKi2hv4cDNrW8rXBJHDbt7sVSG6575bxXltXX6vU1lHe7l9T2QpQ89+21nFr+4v1WgBeRpAzVlvqrDE6pXMiO2fSNARilePlCJU2KbSRp17aouy8W6Gy4j9X8xsv3Vc70zTbU/FTnLX3njOmdq+PJh0sqIBkfKvgszQGmiWU6OmTBRwHSTS7HbsStS3g0wm4roXbPYIuI8zlCvd6Ct+bWp9CS4gagN26Wi+3nnyOPomYb8DXfLwNkujyvi/k24cnanDxUfunCfaXT5Fk6TsGfuMIMgbUNaDJ4fjHCXBA/+mK9tOZCZ0j98e1BtPDDmaYYN6uMWAgAPP51Uf5bEEvb2xtePEBXbouyvVdx8wiwO94YV9AJ+km/hqjcX694unc/Q7j3/0AWAfzNoCuAztmDgNo4siV5vEB0z/+Gad//IDf/dd4Y2hfARqZ8oWzHBrVGJiffwQO+wjODDtQxmYdT7bBBz7RGhfvaEsvbwwcD3u4xwMDii9vEJYJowMaNn+UCEMJ9S0LLEmtQAyYvMmn86Ax5BlpTML2JZE/E5vzKf4uJdPUCTXOqRr8a4u2TEVFCgndkW0CYlZRsHMHkG7kmVnATGAt1SH+kn7jty+v/KNcF8DvHCTtBe12PpWECZoiYSbdMPoxB6pmodKf2BH/X6SbbX6QLB3CWzTvGsTIAZGDIW1aUms3v563vVFQC5rUpUO99E1zYU/ACSkTEH2A5/cm/VEMVl5mQHjj4bYmLN0jJG/RlpcO/CqbmpkTbXm3MNY3soalKKa3MiO3lFLda3M4Lzczsyv319bKtxyHW8o9bNe9SoA1hl/W2pJAGea6mldL3/resf1ayoX3sIK1OkvPfw2AulWQv7WdgmJRcn8J0HNeEZ0rb4PyDgAont0AvLyj/PqB5MyIOXsnkGPmJcgsXokclNKSR1hAVeW7JRHA1fmRB4cBUGSz/A/ZmUXzc1AYMQ2CKy4q+bglQDcviduASa/n52ERVBdksKztpIjiX8l84d3976Fo89ck8mraN2ddCKjorONvSwYQn72uBR6PsB+OmB460OTQTg7u0zn2qetCsBb78hrz4RnDIGt48ySKja5TTcPmoT6dmli1ERGc825U1sJZG5OjO8YY5ucfvSzpGGSNHBTG/vRbDE87XD+2OPz+AvM2wLyemegBOJBKw+Nnhol9+ISBFEtBDy7p8zPc+RwSpJMHlvT0AW7fw+462L4BOYAuA8yLgHAX06N9KcwZX75vsNd1sH/3M2zf4PLzDs4QaNrj8C+eQZcr7PNL1D61LegyYffLFf/o/9yhexnR/f4Z+PQl2PvS8cjRN9uG6VHZMIYrM/ueWpbgJRA2zhcyBPPhEe6nj7j+9oGVIpNF+/svDD61iaPkCAyOuRNIJicAHRU0RMO0lhdFiITFydaZ2fMT9nQOESgBRJNORDBJCpxpe3FqOzjj2xZb+Os1OqxKfZr1k8XuXABM/G8ltGvgpB12E0GywO6UipgLYIK+gw4H5JFUnQd6IerTfgf34YGdWwGf6PIz3Pnso3D5TcBvIu56DWB+VkobcyK8V4DI7L703eJ4qPtK9+j7aveulVs1wSVAGeoqAZaVMVCMp5iAFA/YGmNXarfKUFZMRNXvc/Pg0kG/USi75XsU36siWGqWeIkRL5XauOjn8/fLFRqlPm0pawK0FvqX+rvGtOr7vgZ42CIA533Yyrzccu/XZkZr9+RzbY0NXLMGmNW5EDFuqY1vBahL323rN7+lfAtW997yFdphOWUoswnqzNcWSsl+lft0URYkpLSfaXlLgRCIDDRNQVE+VyZIfY3a5xdYKQAhkmSuyPX9c9YDUgkmI5ZB2TjMAW4qE+XnZe18DXJbITCNKIFzEJmDN1fqo/5d9S+Mkx9bIi+zKtcfSSfG4D8q36tF3t1/P004kMiTfQfsejhvTtn+4TPw/Ar76XMkJXyea37Ov884wj0/h5x02O85z/X5wv0WYuRHNpuU6Pj27cQWgYc97MMB5vkV7gzAnfl7Nw3ccQ96PXGkUAD48SPsxyNOf8eyZPc6ofl8BjmH4W+fcP3YwfaE9nVC9zKieb3CnDzDSAT3dOQ8gm9nBn3jGBO/H/YgIZj6DhhG0PnCMUA+PPA7XwfvbsakD+2bFHgXyncN9hwR6Dqi/cMntH+vDv5xDJFpmKHiKDz09ob2Dy26/Y6j33Qt8PQY6qPrwBGAztdQh/3ywuj6sI/1EyfyBhHIXMMCcRNgvzyDxhHNroPrvI2u97VzvfE56gZ2NL2o6EM2NY90RD7JohJ+m4YdUH2xl0vYAGWhCNsVAJowiVrT4mlw0+1i4BdlRur0XuBBbwB41nLEomkKfZYk9EaZTCYLPssRyNdUCgmdq1AAYU3oVPeQuk6NZ7yEbfRmnPT4wFqgYYCzFvTlBc0wwn58wPlvj2g/7mBOI5pfXzE9HThC62BBpwF0vqD59XMwBQjMpXOQgCQJeF0q+WFRZDwrzuW5+e2CGWf+zKY+hToKQtoa4KzVuSRgFhkCGx3eC2Mz05xqZjC5uQaSCido0g87PwSljUSDmvVpzWyy1rdiHyr3lxhR3cfqcyvs35o5VVGr7eJcuUVoXOrnknA9Y3RXnllrU9ex5d6tRfe1NjYlgLiVzbwHdK2VmqmVtLPGBm5u54a5Ump/K/sq5db79fWvxeT9pcqawuS9SgMyMH3HZ2tj+FwssZTKAkFbbTCrU2agyoq++FtSzzDCCShJoj1LOiqXrq/SXqdBqQ+YkjZN4VxOE6bHs8hNAClLoBRc+X55YCPMIwNgBcRKSrt8berzMQN5s0B26vei0nzh+STqKJk0uEzHppO030X3Ie/OZK9DmTHU/Qp/UiQklAVWIB+sA4YRzYtD83IBRAYbRp57xjDoEgsuL4+6aWLrrY6jcbq28SSLZV+8toX98QnjD3ugIfSfX+N6aBq4fY/paQfz8uYt4Xz/Gq9Q2O847VjbYHzaY/zQoX8e0LwOMJ/fOJBKY9B+MUwkWcvmlsMImiyne+tauF2D8WkHGh3aruF8fOMUmEknEVwBJp3GiYmHLy9oug7u8YDhNx9gRgu6jjC/PMdYIgvluwZ7dB1Arye4j49scngZGNkD/HH7PoIAsQXuWrhdz5Pgy2sM47rvYY87OGOY8fFpFoLW4Dpw3ry2AR66YC+bdsgDmNMZ5p/9PX+8Xe9/I1aODwPXZV1M7yCaEg+gAAapTkW3ND6pOyTVg4+k6chAHJnFJ42jHNl00eeAkCjx+XPDGO+3KmTwOLIdPAqad8DbV/txaQyHDh5HYLrE+rSztqRQkH7WgMPskFIbu9jwywYqG5QhuOsUophS24KOB9iHA9Aa0OkKvJ3hnl9gAHQPPcZDg/Gwh/t5j+55QPtyBf3n/yqa7j4+gA4H7wN54mAuPim7jly66KNQATf6eoiGRTHU8iz6mPIdzTVwxfbXgNcS08MvWH5uicEqCWi1e3JWKf9bLpWinmmmqQZ072Quk3sVsJe2Qo4p7U9bKrmJcq2Pa0xCTegWc15dX3gmG6+ieeiCqeyqwFxoe+uzm9tYABhLgK2kuNC/l4DEFtC1On++Imu4pe3aPSUBt8Tc1thcqWOJJdf1rjHaRZC7wkqX5vxW5lz3/a+JUdNlK8ivfYNaKQGvW5jdvA5/PcgORGwpBcTUTBlDl+zNwcWlsFHm1jGlPUpHeQ71udgnb1IafPj0+RDqKIOfYEGUMVlIHnXJ33IOB4bRRauU/JmQLsqDBrI25PLT0UVT1rOJ71g5PxJwm0W+LMkO6cNzy6vkfK2NhYBUbykF5wKIioykjIlWfBVY3dp6F5bYTqDnV2b32sazeQZmv1O+fj5A4JCyy+7k/d2+PPuuuCj7Dh1M26Dzvnjul08sPzYN+72NI7q3c/DVC2nb9jtMx56ZuXGC7Vs0p4ETqf/yzKTN5cJBX3z0TBkH9+XFy9iehfTfr//5B7hOfPnYzav50jKm8aARzscH+fkJdDmiOXqLtMsAc2aTU0yOSSvvn7hUvmuwh7aB2/UM9E4+GEvbRsbMWtirZ6VOJzivjaLHR7jDDvZvfkTz+1/hzq/AnzhhofHUqXtjB0uZ2PZygelauBHMzolt7YJdt9j1JqBGEqFLgve24WiblwtwtlHTkdXLAMqmidQRF3XYOMipgCpKm9KamBtH8uIMY8ynp9k1AY96wZuUcuf8fLmQ7dhvsN0zEBvHBEQGH0TZ/CCCvAIqSwe6bKwdhcPHyD1/8zNgCObEkVQB8Pw47uF27EBrP+xhf37AdGjZDvx1wOEfPvEY7NgsgMYJ9nwJrKp5emRN0a5ndtdQ6hdpHduIX65wz89pyosS6Mg0nXItfUeXjgVRPFC0KbzynZuFZE4E34L2LhvXubC/ZBJ5p/CQ9SXNY7ihKBNkeF+JpJ6tfVpijX07MwFTMYlyOOaH2Ax05wd1DiZFiEmEo4rgVzo0VeCkyDDrR/Q3LwhBpfddYwPzd6mxg6V1vMZKLZk1r/bHzf+uKRmW7tH3zt7tRjPW9zBDt75z8ffCuVRIBF1V6tTaX2LTwz0VcFpcayWlz8r7rwG/nBW/dfy3Aqx7vvFs71nQyK8q5KTtFcB8y/tn65fajn2i+i74BjkfoAK9ZVlL+WDNlT9zti71kSvMJ82UqfdNg6/EdFPs0qKij/t7g8WMZhZ1Pxqux2kFqvzcNCgBwNk8dROS1AWhr2DZRuZ4Lhf4PpRYRb2/JnJXiDRuEvlMW5eVWMbV1A3ZeyexIAToTanrTHh/IJvT6VgEEBpMb9uQ7oD2eyYJACYo+g6ubdhq73wBnl85gqZY64lZsM5HLVZpjkGhkDricy7uUeh62A8PuP7NA2xvcOhamM8vHJcDCHKpG0eez9YBhoPEvPybj+heJrSvI7o/cMR9jBMHYNn3oMuOn/EWdfbpCNc1HF3zdInBWhwnh8fnl6gr/Sc/wx5aTB/3aP84+lgZnDvcHnvQaOEOPeyHPVxrQJcJza/PLOd2LU7/5d8w0UEA/g/5B4rl+wZ71tu8ykfuOqY+j8zE4DrE3BnECdjpuMf0mydvXknM+E0s4OP5mZ/3oWA5nUAbIv8EZvCwAz23wOkEul6hze8oMGcmAD3eHAH39hZYPNN4JswYkDFwbQvqfeAVl5k2AsmGkCTcFCdm2eDGQfXDgzq/IJ1z3jx1RGkDzhqMuW5KG54Wch8OnKi+91GNrIX5/a8+rcEEojjN6MMHZjzBWhiczukGpgXfrD0yxDR93/N383bb7nKBO/SYDh3c33iz3MmhOQ1sFz1aDD8dMO0aTDtC/3lE+3zhXCWvbzGZpzHpZuYs7JcXlTOIIjMq32+/Z7vq4x70wwcYCc/rc7EkeVOApK7E/EUOAdmYlHlv0qVJgLOuq/UHntRTAEHJ941aycVSAUTFZLK6vhmQzUx6kB1ayQumICIFxtqXc4rR2bI1UBQU9EFbAN9BY6gZdWfnecZ03U0D0yv/WNlrrEPYE2R8TFRQhHu9GXQtCmxRI6rfc0oP9NI7h+tN7M8smq0ITXnQpOx9EyVEzg4tla3sQo0h3MJghZNzY390mc1f9W41ULHWp1JbJaZpSSDXdeYgrcjUVurLlTjh3oIZp1xHnFtVhWaplN631n7pWhEkZgqIGkioPS99qZXSN5vNscK3K7VXqutGS4bZc7PfNjDpur+b1l723XSf/f5IPvYB+g50OocgccXol6W61boStq8ajKRiEZHsVxIEDoDLLVyABCTp5wMwGtM9LlcuLcUNiBVW1m9BUa06Ua437Wh8NEsjsSk9BFWiliOel+GMkjp1exNSH7BciQyk8wQoz9nsOzrnmOEcRs4t7QEedR2nQvNrj04XBmw/PAGv3qLKy4rUtuyeo6JxkvTbGCZSjnsGV+MEOl04Hdeuhz10uPzYYtwT+l92aH07dDwyuPqwR+PNJtkCbwK9nvD4z14wPfaY9g3oN49oPp9hPj0z6DOGgzASwe46DD/u2RVotCBjMP32CdOxw7RvYK4WzWlEcxpCcBbXGtBg0Xy5eFeyCe5yBY0TmtMlGfPxb3+APXaw+x+ZFTw0ePlHHYpK3Kx852CPBaWQLuFyDSgdAAM8MX0jw3krzmeY8wUh6uTgTSq7ln3RfDTNIIiFqojtdXe7lNnTAVoaBpr0wQOOgZ0u3RuDnuCDJ6Z4kwWRT6zoc4EE4X5tQ1AHdWpProTbCfEe0YgIWHHLm5kkyRTwGMbbC63BvBUALlcQgOZkMPztR1x+s8P0bz8BAMzk0L5MaM4T2ucLbOcF9OsI88KLnOv27y3fIAjBqo9NwwFwfv4B4w8H0GTRfD4B/+rEiSatBf3xGuysp8cdzHkELlf0o8X0YYfhsUP7OsA8n2E/f4kpNPRmLJucROkceZNzPBGSbxAAaMdKASfsVZN9PzvxN/bmD2Fjyt6dwWwDUF88xMk6zqmoTYG7zpvF+rnro5QRItAPgNMQR7/Kv71m3Txr5qxDSBGRRNNS75YIhs3iPXw9AxT5oR4OpII2UzPETcNm2rKOfYqV9JX8b85FxWltXflvQUDm6I9Zf1jp0wUzbAF49u3Nmzk1ngX2CVvFHEUEMGs5MJRzwZzZjRw9OARj0sDQR5MNCgZvShyiiUmQJyAx/Q7vq6LsAibk2iTxJybejzDZVHDLv1uJqa4JuzUWNS81IboGWnIGz7Ot8+fn4DmWFeBSAwxL/dwKJmrve0vR36ekHAtraK7ZLwKNErhTdWn2I3muaJ6ZARsNwhMlQWVeFBjtqhIkj+SYP7/2HbcwvbcyYrc+kzxvtq2xUrs1RYH8XevbFiAo7Im3VJKgF+508t1WES5zQFArQS7Jr+tnMxPQRUA5z+ea/Hvl2XnbqALOaqmMZUnOqlnaFBUsJcucmqLG3591ILCMi351eVs5E7k0x4D62hZwb/3ZZIjPGjOGiJNwjpk8eeR8CfmlnU8lFhTtAHA6wwrbmAeEGTgmBn79DDdNsBKAsWthXk/4+McjpzkYWSajrmOXrdcTmvOFLbQGnusMLi9ojIE57ND1HezDDu7QYTr8BPPqLcnGicHZ+QpzvnJ+QGs5Bog9giaL/vcDyLsRQeUIbOXsvVxgRfa1jtn04wH48BCAKk0W5jzAfHkLY3z4/7gYg2ShfOdgz8INA0+W/LqABaGOVV4LjGMQyt3rG0IycnlcnE1FaPemj+46AMPIbJTPjTc7JCbL93ibW5AKWSvCuQ9OQnaCs/GA1Hn28hJAKzCLZKVzzRHNn082Gye23R4IV0wLks1TbcxkmOEMfobGAPsd7NMRdtfC9QZmcDj/wIuyGRxoBFxDsH2D/pcT6HTlhU0EHPZsiumdV0HETqnTlG4Yk1VgBnAtwZkGtO/RPD4wI3segD/8KbxDezzAfXyE/XhkG+fJwYwOtjOgQw/zw0c4D/jcGMch2bL14ZtotUwYW3c6Ayf9U0EIUeM6Y2v8b2Qo+gPKd/P3C8CmDx9AfQdjlKBOxEBhHHkjsQ7OTT6gjp8j4tgMcEqStGcpA2mI/TaNnZunlA6e/KBdOoikjq4NZhMSwSvY1ksflGkNs+VdAlxCvkTHcyPJ++Tc3J8E6pAVAbfvuG7JnTNNPsKYHpy4ZtA0nPvmpx/YYVscsIcRzcMxsPUyl50326ATC0eiHXc//8j3EgHWwlwGVlZ5Ew4c9nCNYXD/62ee99erjxrWgtqncKhKolY4BzP4kNFi1SCHu0ogax4fgi8CxhFu5DykyA/NwnfT48jjWmFXZO0mjFSFKSsJojUBNb8WAN+cPUj7NGc5I1OZr9MNgvYag6f/npku23n/5d4q6CgoAStrLJxd+lzMFJPFvUg976z4uiCeg94/KK71BUZuJqhm7DGy8wZ6Tqk6SkAPmLEdxT4Ac/CZs4hLc7BUT6mttWedeuel+rcylVvnXglQbwF3Sd0+8NzlwlZMnjkJljDXBYZpVlfWnxKjlt+/Zjqdr5kMLEalQ+FMmvVHPe+yebpF+R7qzRQq2ZmZ3J/N8VxJOgtus8lyQfW5IAuSRA8FkChMtJVLkBVGXu922j7vsvfUe1/wdxdZTwDKNLHfXN/xOX65BBlbAgDSvg9K85jyrNx3LZtzbAo/DnZKg5n4KJj25TXscwE86v3R5/0LsjoBZB0Hc5Q4G58+R2WrktdpGNDsetiPD3CPR9Bhx88NPv2X+J4CnFh+moDep10ggvv8Atr1MMM+IQacHzu6DqDnV65roXzfYE8WwnWA87nyaLfjfBkiKIrgO47hYwoD4HwwkRA4RBWxM3aOQN4OWKa2OH2mES75mn15BZ1OidMo9R1TxdbFSUB+YvoJxPlAGtjBBzZRG1ER6On8Ldzhog900MxmuWOCD5j/PbCAIohLv4SNRFyg3A8bKHlYy8za6Yr2jxP6YcRxGHjRyCahF5IhoOfJbx97OEMwpxHm7QL64pnZvmM/OrHf9gI1LhfQl1d01wH26cDfeddh+rADjR2ayxMLu9b5hJkGdt/hy7/9AWZ0aN8sHv7ZH9kkYBz9hhJBJAD+Oz/AZwd6XfiKIDk/vKZ4qKtDSEA331ISYixvyhOAt7cA8kJqCcCnDWlhnp58qpAxHsQC7H2OGfkuTnwTZS7J5qlBfqb1BxAPA8lHk5sgAtGfUI+LOqwEmAkDSl64FObLTXFuwisYBJRJclMQhRQZ1PfIo8JpPw4dBTb6DlBk2oU5sy3oek0ZNoBNT6R+b6ZLRMDLGJK4uqcH7v9kOXCUHCJKOWPE/NiHTcY0gX78CLfr4R6fQJcRzoNVSf9CRz/PvYmLu16Bs/ipOL+3+f3keAB++sj/fj3xWpAErUrhRY2B23UgPYcav0bHjB308zT5jhDhvCBElQ7+EmORF5P6yCTAYCZs2VSYWWTW5nO4Wkrme/q6XCv1J2tvuT81rTzN+psrK6qh13UxFNPkmCjEOhUJkdouBWVaEYmJXQ985MC0+zKOmS+UWAHkWn3NqhcFe5lX2e85UIPaH5eUBuHmEjhQY78FSNXuK/2+hSms9bHWlxLTGZ4tzH0NItb6s4WBC+c9R+kma4PbQyIUb60vAWY3fIetLG0+FmsAugQUl/avUpv57/o+fY+cO/LzpAO7zYE5df7ck0B6yjqsajpbmh8u20ezfbxarE3n2JoyZQWIJsqcYfTypAEdD1HR7+NIYByjUcD1yrKC7DuG/Dk1l8HcOLLFj3f1CSBSpQ9zImMeD1HO2O3Cfinmovw+Hit8/sKK2q6DuQ5A38H2LezjnqNpDiPo8ZH9Ay9Xv/82Pq8zr2Pzh098tk8TrAJm1La8T54v/J59z65OYrH4+sak1hvgPhxZnji9gU5nb0J65HcFgF/q4/99gz0HYLjCnm3U8gMBuScRKL1w7CYbg6Qgm/AZO+as47/FMXUqHGb5xiCCYwkQSjqAxmvHfJ3u7RQiHYmJpe6bs46TqZNoV03KPOgDN7mcsX/yX2FIJJWCYwE/BD058uQhY9jUUXL0AVHglvFwDu7tzML63pseOgf76XMUmP0YWeeiOdp1gHEO5o0pfHizkOl0jgyolK4DGvans6czL7bzDs1LBD6BlRLT3qaB/eERtm84opEBbEuYDoZ9Li+cQy8milcDqk1R1jShWuNVFWZUCfXKt0iFtODvKSUXUGXMASQpNgzx5vDknYCdY7ZoGKJjs2FWilrnI8leUvPOpo+pO/z8FU2V86bO5P1XA/AhZWajGEjN2IX0HuQANEEQZeYu1XbrdBzUqnmqwI6Mk/35yQM+C/rdn4C3t8iMeeaTRBPWdUHwdecLj58oZJqGmVKfiweeRXPXIclPKQKxHAxw3vzywnb17g+RPUPTBIsB/7Wi8J6bnP76GfRwBLqPcLuWD49fPvv9wwOxXc+HjXOAgMhcMUAG9PwC8+ER2O9iqGjnIpMrQsUwAs+v/Pv+AfT0GHP3PL/EdaFN9yqATwv94RsGITbv48J6chap/7P80BT3tyLYqQEgMSWqPS9F7QNpDs3sfqVNnplV5fsHmXnfgxlzgX3xdRf9WoPyLr5PHno9zP/g4tCAji0LImcF5g2BSGnCvSLE9F0ULq8DAvuQ7VU6+h8ZgvPfruora7O5kJeSCaAe4+Q6xbHLGGfdv2oRE9jZ5VQpmtyXzK0VIVcrCTJ2N+mbnldFAKveP59/SwqImfkrhbN5tWQKDjIUgEc4Z64D75MyD3Nwmb+PrndLWQJxm+tYUKjUrifnmqqjxgzLczUQ7tlJZw2IXDgL+AwUlwqvgFhSEhkfP0LSDuj9LJ8XCyWxAgs+/tHlh7+li+em1HmLsqCi7AkuRFIaD4YAPnteTyznOReCLCbWPpqUMYZBUR7TQCtkLzbIN0GOuQ4wDweg60MgFrGmErmcpgkYKT1fB08KDQNwvYLaFk3bhFx3GEZY1ba0Zz5+CN/Vnc8zdyUAsG9vUb6G8oHd7UDoQA9sdmr3O8CA5QPvq+jGEfT8wvKDH8ta+b7BXmNAH594vxThR/xfhDIWs6+u44khG5h3NG7UwRYntGf0JLIlUfTP0YXSTVgEYdqzmQNZLxTrYAynEy/311Pw8wrCtXOJuR1pHx6iGGlI+e6EIotAJpoXjk1LiVBLjUnN9ciAnIVrx3gwOb9IRKPrhe8Q/CU7tJqHB2W+RvxdHh9YuBBg7TUaIeoVAHM6xXw94rMo9Y5jBAnDADTsL9n8+EPU0Ly+gfqOIyz9tEdzmdD8DoH5sa2Baw1cQ+ifLWxHsC0wfTygsWwj7l5ey1qytcO8pB1E4XDVdSXPK3+EmamS+neQtdU3k/saBaieX9g0+VewrXfXsebq6KNd+TQl9tNnmJ9/BB4OwN/9DPN65pQlb29Bc+WOe9awXQfYz1/C/KW+j6ZcEtSmIGjpJKy030VFy/Ua1qJ5fIjz2IMPdz4z4+WiuTOvPcVKPh7h9ju2Xx/84DQUNGgkc8g6DsGsQF445D58iH32EXHd45G/1zDGMRa2vGlA7S4qOiSC2GThPn+Jn9Sz1kTEfgKJeQ7vRxx8JzugDFsi0DBEYHs6c3JVBdjEzBRAtDTQvhfO2/17ZQcfiD7qmZj9AmG/gXXs3H4dgMOex7rvvV+yP4hOZ25PmbCQYxNZp/0o/HxnVkjN11woDXtMQQiWOa3Hxvcz1CWsV6OD9VRKyZRTm0apIDqlgENFlj30U0UW9vM9NcFC8l4AIpMcAHMGJAomaGI6nPif5mbJatyCQtM5mOMxzh8B+GT4DHIuKkiNgdntWJvs/VfclXPNBmsOlVsVMF6RocZM9SecUdwhbjf3E84BTrB0KH+rEFSCUouBHAQ5UVqSgdn79yOKUafFd12Usop1L5napcC14ueeAdIEMObzIDM9S969ksel1ubMLFSztJoBDqUMEKuBeDSIEUYPAIwy3WwaBjEqPkD+LfP3r5XFgCj5t/DXZ75tGkwsMd/6eV1yJWzmxhCAmap3Fl1bmyyr+rRllCj8goVWJleFNT9NsDrfsoonADvW37EyzoGpz1x0wr6qz/CkXnXfCqCsFZ1fkC11vMzo/dlJZF3rlaTnM0eot0qRoL+XSlMGsIxsjt6Vggw/L2Os+yFuDnLWivsUvAzfKVANsAzx9IHJDGNYNhLFiXUhqijJHnM+o/n4xO5NHw6gyQHjBPMSXUzE3cS9nfjcRMQuzjo2mT6d2VrrNz9x34YRdLkC5wvs8wv3ddcDP370OfzmAYl0+b7BHhHcfge3a1kzf76wGaUPmuCGMZp/GQpsCJu8seDmPn9Jg6cASnsQNVwcTEVNNDFjyBdL13qBqecJ7BcsrgPc61uwNQ6aMplwVza900FQ8mAN0ffQAlc1iQUkEmtmqWOhnIBEuAgC3nQNwlYQWnQgG2c5mI0Ax+wQCX2WA3K4wp04VG4w3ZQFpFkZpBt6SE3hzQKp7z2LOjF7KUKGHDrWsX/SrofrGtBhB9sQ/20daGTNi7tcgfMZze8ITdfCtQ3aj5yjBNZyFE7Jx1Jj4oJ2s6DNrZU1M4dwnxy6JRBZyHuT/Oy/gTaPcpajycILwRK44/mF5/pxH8wUadfDvZ5405gOvNke98AjmzTQOLET8a4Dnh5A+57Nj2Vzu1xhP38JgJqZtAYAb5K027GA6ec/ALjDDugaoGvgJgcY4PrYw7YGtiU0V4vmdUDz6Q3065cQxpueHqN5x8gM6vB3H+E6A2cI/Z9OcESwxw7T8WduqyE05xF0HmE+PXOU2GPUiNGFHbHdYYfhb59gd7xBdl+uMF9OoGGE+/Ej58NJTD+9csUQbNPwwTROoJeYYNb08aBkDR0SRQJ/r4L5NbGyg4SVlDrGkX1RVThoJ9G6gtUCPODnuqIfowcgJ2+Gog7GNHANAzbz9AT68AD7eAR+fASNFhgnNK8n7y84xOSypzN/667lvVMAqOwnfs1H/64K86FAE4C4XwDJnsH3G1AbheVqNNcKwzdnVaYZeOQftUDZzOoJdWuhyLo5WNBCZxUgqLPDtOm90jdlgRF+dza8vxMrDzFPFmGCWOnGJr+XYP5MHz+AHh+4Lq/IDEX8PT0DR7tdDIsuwpNVrg+6uJgWxWkTrMl6oa5NTaHVe+YgSd4rrz+JSC1+LuKCoItXQNCHR1ZyNA3c+Rx9wbWf0PkCN9oZSAiuDHo+TlOQAWRda0sMbUnDwj2l316Uwrn5c1AGLMw3qVMBJz4nkDxTikAZ5pKwlAVhfUlxwqb9KaMVFDx+PmqGP4kCrr9zJnTPUtd02fmas04TkJgUV4CK/i0qcYb5vaJEMFSYjxUzSV/HDMDX3C+g1miwcPHuMWTC+8zZefUdlR9Yklu4Zhkw628+rgVrC31G5S5C8p6zvzP2L7dSqrDszjo+48+IexbAe5VP7QEv61Lfc5ASr7zkZi3QcaRMWMeWNfIe2t3EW4MRkFinyV4p1n/Bz+6SpjYT/0bTE+fy9me+e3mLc+O3P8Hue0wPHZrzCHMaYH75HPo6Pe585H+g/ZPPozeMDBwty+10OsNdrrDPz2Hf4MA1bIrqzhfg5ZVjQ3jlrfnNT7yvtQ3sE0cxpWlZ+fl9g71hBD59gfE2vwSwUOidOwFEoUFPeDvBnUe4L88ctl8fNh5U6I8N7fMDpJp/KX4zsq8n/qCHPSN+SQ8wTrFPWtMrm2Qn/jNupo3QbJhuL897F95Dgl90XcoqStF1Ky12MNPrvfkcGjgMqdbbR3p0QaM3wb5yCoViBEXR/hMxqFN56PgQUQyRoehPqQQ6jgo6ch1vb6C+h9n1cD//wEBg4nGTUL5hnM8XwEcMayRFh7WwL68+oqVyaL0HyNWeK/kNzDS5Cxq5RDhViV/971G4mR8wvFmrf3/5Anp+jhulMDDWwv3hjxCNowh2jgxvolcfiOfpAc4YOCK4XcOEw9/8CPN8YgXG+QxJTeIOO7jHA64/7DE8thCJz1wtzOhgrhauYQ1e++kMej2DzldMv/0B9tDi8k9/wM4HPAERrn/7hOFDi+GxgRkcmovF4V88g94uHJoZALoW5rKHPbDGn4YJw09HjL89AP/GB9iO4AyhOVmAAOfH1QwW3ZcBu7//AkwW9umA8ecHuO4Dpp0y5RudVyRY/q91HOH15QQ6X2F1rsolk598Lvh/50Km9qliG34b149fzyHnkV7HskZFiBCWUXxvlZDtZLqpQ929vQF2gnnjMNcSRTSYyiozMJpczB3kk9cCSBRXOrhO8v7qXeV9g7muFrD7jk17xpEVMzkgqI2x/JYDPC2MqXU407p7jW5ggZJqNeMurHITTaw0AC0JzzLeAoZz4YgIaESYMxFQyvdWgDJRAAqD2zTMOss7XwdgGoOpsfPrNFiojCoCtDojk9Q2uhgCxg54fYtgTs8rOUP6PjK0k2Xtc9MwMz8MPG88uxhcErRlij7HlNk4ydwC+Pw7HLidro+Cr3XRr9efuzhfPMOpLGI8GBa/WP8y2Xc13ifZsmWEjJsKHiHvLt+dGhYy6XCIYFqUwipyr7teY7uythSQThhSLeTqv0cBKU2yp8wYL5lfQZlbPutmgXRExjAUFLHiihLmmFojQQk5lttPinPg4F9xHVAWVyC/37/4/Lr3hQ/KtOT+vChQI8BRs5La8qBaVLRybeau+1QwzRbLFiYdBKzp/ph0DxTZbfL5Aq2JezcQ5YiayTywLp/MfpsrWcI7lZ5NmOUpuadCVLOiQhQI5wsrOYLF0DlajIjbheR0lLPNWZUeycGeL2FuBzkRiPuXWJVpKzytPNPFUCQ4nPPtTzCvJ1aGXQcOZkb+vHo7o7kMMC+Gg64AnEKia+GaBs3LJcgrwd/SWeDFn7vJULsQX4B69tkjopg3nMjn5+7ZRWOaQNcB5p99Sqx+auX7BnuEJMqYG1kzqRNby0IJQSXk0PGmYozkp0RzpA/UYGqJuLGR8ivhZzVbxf0hr3l3TRNCqs/y2xExQHHMSGmg4//YPBSJpnvyPoY60AKZROsxe04WkJ9USah57ZcDJBq7mUCVA1PH0S2dtO/riixpEwW/wc03F4APBc94SuJK2vW4/vYB045ZnvY0wbwNPiWGT6egDkehvcWkh81U8yh5sc95H6oHwBa/hDXzigoLMfMn3TIfNKj038Llz2VmTBzM5Rrb8eZpDgA+febrxsAcD7x29j3scQ88HeE6NjFwxGcnXUf0v3tG///+rPy9ooATmBx/mNnJonEO5uMj3E9HnP/pU/CxbE8T+l+vOP5nb2yiYAzMy5mjVnq/Ncm50wigmSb0w09oH3awuxbmbYB5PQN/+pW1hrs+5POhtzOHDx9GmH+FkPuyb9twwDgfgS6w6oYAw0yBkwio2izLWSRou8joIh6IBSVOKE3DAq7y6dVMUkkgctbXTYaVNRLuWmu6w1bhNbqWD0n3ElM5uDcPfH5no/m4NyOi/Z7Zkb4D/fRDnPPej0A0/8GsxecMTUwf/ZyS+kLUY+UvpJVjZLwWNmd8cvMnNaZLJnfJGEubk/dRU/v/TGPv14fZ7XgMvP+Su16VUi4qqTTTAfgAVQG4afAI2Nw803of0f0u7t+i+dZj5ceLTe1i/3G5wF2vIfS4H5QwBtrPPVEGOq95v1xCEA4iAg57n6v2GO/1lhQShh8A77u73guviJp6KYaiW4U2D/V5Tk3rhZ3D3kevjalFAsOUn2UyduKvP45sIiWM3OWSrJ8wruFMsGF84Syfx2LSTcYDNb/GD3tWLAPpHscDFftpHWAQzjzItyETfJXyQvIuQalB6TsHMGpSMJ4rmvQ1UZzqgD1yzSvDzc5b1yg3j/wZ5+8lLYyrdqrCfehPvtcJsCo8vwi29HsWzupwz5oCtwYokexDtWeTwEMJSMoUXHKv9R57+hxQbZF8F0ze9Fkp/vy+Qhqoh2+e7QOld6rJJTnI9f2IkYor9dVKbcwzE/UQCf5yCW4aHCeCANtG/3nAEyA2iSgNsWCalOyu41o0DTNhynJA3lmsUdhck6I8D4T6kneZJp8z2gJ2YqbRv5PzeZip67zlgwvnQoiYLso0WTetitch1m3emoCrdewXOE0sC3mTU3GJwTAAv7AFRiBbNpTvG+w5pBoygAdFRQpME0N637tdz5vqOIGaVz8hoqY4LmKXUMoBmSNSvVIv/1f5cmjNa9+HyHuhHeMZlqCln9ufJyYOOQDITRgaxH/LBNfR0Up22rPx9ONwHYC9SXKgJI6yTRMAVRBavCaa2tYnuJQ2IphDMsZTEDqK4La2aSjtdPM2oHkD5x45sU/adL6EQzmJKug30ShoeuZSsYdxGETzr/qktXU14CWmjlTYkOX3UtEHi5viI2sbdKl9ANDR7eSZUn/0o9oMzXpHchfNGsgQC3QCBr32PvRQCRQgTiGRm2wlcwgIQqv90y/Ap8/o/r5Fp4Xa1itZhoFZnmnCJCaepEDD6Qzr2yNv+29MAxOirU4+Nx6PEb2eIgMlgpXStluVVF0zStR7hqLheeQ6n65B54G65/vXioAHUU74MQz11tgtmUeFKvV6C9/DWa/v8t883hxN84wH6jSyr6zkHH04QnL0oW04cujRJ8cdJwbFl2vwf6C+58OQ+ICEB9+WiIX/68BsyzjxHOs64OEYTElnkULFZ1W6LClv/PjF0kT/wsw0LyT69YcuFKA0h318pm15TjYNR2Al4hxLEtwHYEEYiAAt/zbXYZbaQ/y0yUbtrBNTOQHXwtBervw/nZNVzTkdCl+itVLXplYMiXVAMjn8WrCJeS4ATlrthRV0kcVk8HeI88B55aX39cRhH3LZBq27ZiCdjQHTuham61JWbRiAL8/p+DvvlyhRh8WMq/Q+ovTN3BHgLHBW51QuFCKC9TAGojjOGU8pCgDJvuOGMRWedd+ytoJCWhhmmZ9Z7syZyZ/Kr8Wmpn6M5brh4FsAokIDft71Xhbyyl6XxwkQxbGXqZh16KJJYtNEf701wLXlPCspT0uARfa/kkmh1Cv31Upeb4m1KgGp2XsW9uKcIdtQgqJIM41SpD4NsuWZknJ6tTGHBCiLglAUXWJqvASmq/VmRSxD9HvIu2gzTcW+hXXu2TUBcKKgCsHPhHAJ7XvWVYAfpebyOpVaUDJJPlJZe9qly/cTuz6agct4GW/a7vvDdXiFkXVwdgLcEICeFes3HznTTZHtjYy9P5tVvAvzcOCz9rBnRfc4sSWOf8Yc9nx/nmM3K9832Gsa1jKK2WbjHRaF7dNayS6GbHfHPZuX0MCH8tV/eAFjYr7QNMFkIXFoDyBN9UW0pd4Xz7698a1NwwJD3yUTSQc8ECYyZ9BKG1UirAnQIpMsgpAjDVqw1iaW8kfcpHSUJgA+YuEl3JcchJrBC0B5YvBkELWHAL+r1iDnwSkyrUsR/PmNSWzfWSi3aP6/p2D2Cp9yIwooSgtGcSEJiMlL0UF/dlOqiVy8T5faYVJ6ZslMIm87f0b7fOjNPNfgCaAcR0i4+yR/Ve3A0j4HZx8IJAcdyjROXwOQ+mfBz1URAAPzHTX0thSASOY+vCLGC+ui5KHG+OT1Q8o2AFHQsYqtCmvOeeFSJX5FwwGOpL/D6OuOLN4sFHxJOKgKEwocytzX59akbHJLe8KakJS3BcyE/CqjLXNN+bAFC4phBE2Wc2WKUA/wgaQDWTUG+OEpEU6SMZHD8+9/D4wjrE+hAYmKJsKv15xiv2dTd/GhHKNVRfBTlbatTZQTCSMmv58vQVlBu953LxP4ZY+WdiwDUbzGIFjkTR7ppx/jO2qgqeqkh4f5HKmZWnnlkbtcOB+sV2TlAT4CS18rFYZz7mfkv6+A/DBWUfHjDOeZlblC50sKohteV84rCQM7KKZUAK+9aSqyc/b1LTVRVmfBYkCekqKllItI5rL1610zGNl3SCx9tMWFcpmI1frfil2TOa/34ewcVMqWxSImcOHBITDn4RIZAAPoMg8ao7876WBUmZnb7F20ybN1gB2jckTereibu8GqRe8JuQVNbX3U6tvyW+ibUrKumTvW7nFxfhbbVyblqayTvSeQKudL574eS7GK8ClSqnXm71G6poFezQx4jSWVssYkIlOi+FzZyJR5tPcBw4jYFNs6tiJomtiG33dCSi+RP1TkWAFU3CUPZPc7PqMuF97TvCIo+MlNE5vLWhfM0jkJ+wVunLxZuh//tvH7Y7RECT6rkw3+7WhbDh7jrDI1Rzg7ghJtnPgsfHkN7gQB4I9eQa3kJDlvwxmwkGrv+wZ7BFDbwFlmkxjseY2zmBSpzUz+R5+eOTT5cc++ZmLKJhtj30etqoC0pons3MACqhO7asAvjOhvYnAMZmUSeID2O9DAbJIbxwD4aL8Lh6GU4Lehza+Sd1eL00TNAAVNhddwK/+HUDyTMQtAoEysnEHigyLO08GczQtrnGhdLd5pmh0SwRlZNDTWQDta5wC2qqmShRKELPXTGwsJOlF8POh8JEmldQ1MlKp70QylJrAmjB+lv+elJpCXNkgRDGrgT2vL/P2iLJAoYGEcSyHPlQlO1XxG8gICkNDRMDQ/5HPBJTNRS8a5NMZNE9av3C+gKwgYMu+kj1mgiGCzn5no8fundv2SS06EZyCCBOraJFAS98emrKQWlANYWxDYayUZ6yw1wNKhmT9brV8JCCWWSSsEakWYXDFptBJV1JvCeA2rpKKICqyoAU2CPwk4txZO8holLLCf89cB1pvhiRJPp7zA5coaUtHGHjnlCEY1wR6PoT80+v3fM2McyfmDB2YWTkCG7od/D9nHg0JImTpz8I8LzyUgmL0l0Z2B+B1lnxaFmOyPMp6yt6o8rTMfQvUdNRs/+/ylQCryTfM9tqgc8PNd9mxpRwmDXL9iEzM2LJlzoskXQC77uOSZCm4YU/qOikWSNufCs0GSSkEpZMLvuj9OfMbk+dpazQKD5AxWOFMWQIkScmOago3Mz4KZck0pV7ICikG/lIyhFdYzRU9lXpg4t4PZ8hKwKiXjnr1jBrqW7t9gpTIr+feq1ZF/k5Ickj+79m65kq12fsu1LSUAPaQRmQEgj7ha6/fWkvS3MGfzOShyR+1euW5SVyEAkY02TRL5nqucIhsnea+1BYcoba2fQ52PkGkt3LgPaUIYNHqlrU650HTc9s6nKpomOBuVv+YycLv7HeenFTchn3PP7XbABzZvd5PlfNHDNZxfANj6IZwDgkuszwfdwB36kLPPeOsFshMH1NIK/V0D8+HRB75r4XpO10STBb7UP+X3DfbGCfbXT4HShUStEy3iOKYJoAFvHjIBL2/Al2c+pP1kEdvdEP1MtA7+OfL0KzUNR/mZphDgJBx81ytgLcxPP/qDj9jedxhiEmsbzUNFiEpoWLWAimyT2kDYHKiJ76eL2gQSn6xMSzoL762ijAaQpOz5Z07Zus+lohmhYCqVAomklOzxA3VOqYkKGaA3IPiQ4a8nL9AjbiiyUMRGOuv73G9q4eDO7yuVHMRtBX+usmmvgQZ5vGQOq/tT6lPpt/w5zewof6/UQV2EhDKDFOopmKewn6sBmUw4DUB0Cr/P3jdpT4TluUlNMFd0MQhKHuBkttasgZ0i6Cw648u731Jq3700aDmbvFVzu8RC55pzqaNkEuVsYuLJl9S+otkBvy/mgCDtq1F/er9QNb/E7C0ohwCf8/AKejtFvyuo/UQfqHoslBbYCpsRADsF80HxmQ6WAQuWFWHPtYatBDQ7pN4xN7WT+mam+lk7LhsfUU6EhPeiwFMKrTwKYWJ6bAp77JrGXtadGotilMegkCoEwykAESIvIHmhK5x7Yk6tn1XzMnchkPxgIfpl7exZA1W3rNsc5OV1LFlkODHNTb9TsSwBt8ozedTDmaIhlIwN1vUuWQZohREQ3U5mzDCW6yndt2bJMrtesTrJSwL0S4qMQh9zK5VSP/RvW9+hKicU1mRtjvm9nE1tx/J6rPY3U+rl/fa/O7EIyxnIUh9LY7LAXOv7nDXMDAuQkv1by5jjGNgzAWjuevVtcPslpX2IRv46sU9/rjizNppxiumoc+yv75WRgVFzNprPX6+BeaS+A45HuMcDSOp2juMKWMCcr96awUX3L4lorZSeITr6BwaB5tcXHyX+ipB/mGKwFrRNPAMAzpNrHUzbMHnVLcO57xrsOedz02mBXpzUs8VKfR80yiFwid4UbQzmkkwemSxEwQQsDX2r2rETYD07cb0ihH3294f0Dv4wTTWWUXucvGNFM5sc8NZFu2N9W9eG/sbgJ1PyfGDAbBTaJAppTCDNoDVERRvZb0drWfM+a7PAEGUrMUPIA8AUDrSStmiaYqLgvodESsujEwKI18RWG4ibR+xsqnEFUpDjCpvkllITyrfWkW/Iq6xhSQtZ0zRX3q/2e0FoKs7L2uFXMunMNfMlhjE7aNg3JB+XzDREWGs9N6XdXOjO3n8WlVcUQC4/APX7bPimubY8LzXWOL+29qxuq6ad3woW/b3MyhNALp1j6pnw3WoskvwZmNmMCRYzNOfCvpAcakBxfevWUvNbf63gyzUDU/q3wpwojVcYk0qpsVuLwXgKwqsw5DHhcfa8V5gFAComYw3mgusWbX5R0PRtjMvP5wAzJHzXQqmhxE+yuGeXFCHClC75nS8xlEvrbsva3VL0mtiq3Cveo0z51D+X6kktVBbacC5+z5xpKtWvFEAlf+5QlvbDNfC3dXxnY7syn/P+bWYB68qp2VkocsnamOdFg8u1e/PfRHFQ6/M9c6/G2i3VUQN8+b35fKB4HkcZ0cYgRJ3Idp0HV6dgCWCOx+hfH8ZDWQB4y7HEp1EiecabvI+qC5YqAGK6GDHPNMp6Z5o4vQNxYEA6HDg1lXVwbRPSVdFkORXChwObfw4j5z9+O3mg6uWJBswg2gn29Y3zSJuGrZJkHMRlwjnYXz8FgoN++BgB5sVHxB4b9nFvFxQA+M7BHgHBLISOB4RQy1AmOT4iTnSg9JGwZMCeX7wZjQj9ju2gBXi0HU8CSWNQKmoyu2liu9m3E4OSvuOJ0/pQ9uMIwJuz9B0LNxJVqPSOJWZPmxEBAfSiBpYggJLm140SioMWV97FMlMpY3Ud4iEtWnCnzGH8Ak7qSrSv6h1VHxJGKme3dBGBX8DdyYfpnbJ6Z6yCMENU+b0wXiY7bG8R1GvXtxxsRXPAmgle4bmawFEU/CvaRLWR5xrE5bDYWD449DevmblJ8b6EyfcCMDPVwly4Dnm9pJ3Mx0kLxAHkF5gI7gd5E7bU5Dd9rzuERv1MIlyVvv9C/fmhW/p7K1jM38ssHx7zvsz3nuTbhD1L+VhU+qIDZ/B/FBAvvYbySQrRNKvddOG/eo6F9vSYbjWtkrZD/6dCXQWzwtCmYqFzEJqZNcb2UkYnt5EWU+q4vxYUJbcoiWbt53nfUouPwDJJGW3Rp221aEF3DSzMlEQL73WL8m5LuWcMb61Xl7X1XRuHWwBswkpOmO2PVYZS9S1TzHHZCL7y/mxRgi0B/psVuTf0c6sscM+8K8ynhLXPFdVbx0bu1cfGTBF7g4KwVHfp36T3dE2Y2HgO+jQU7nKJwVkkdcrlgiQqNZkou3tfPiOmntOUWL6FSNu5FYdn0zQpA8CnGRNW23JubiGOAI7O++ERsBY0OM6j13PUcjp3wM76+CIczRy9T67ucweHoJIAXGNAzgDtAZIrWwK1uGFkH+m2DWaqENcGbwq6VL5rsAeiVDsoqNyzaeSjikkI5QCwAHZ6P50TPw1qWx50IjbRFGDjOFKczveDBhFoqA3E7H3UnJ9+CMEFcLoA9pyYalKY0P5dQqLHMRyiiZlOrqWdwFrq3GxHB2opAciEXSMAMV+eTjyq85YAQMgP4hk1+AWQmLYJGCNlDqBYlWLwlSWBo8LiBH8hVV/wC9JCYaOc+oJ/QerMPhuT7Do1simtmPHofue/bxG68/q2gLJam6VrMp43HvSulJMpP8BzALZ2iGpBOme9BGQq8+CEKc7nT2AElUmmmr/xngmLwkroRxbGefbuhcP/VhAv3yGfFyVtqX7+XsZgSUCqMSLA/F23arBFewuk34bMTNgv7W3FfFleiVA0g0zK5D9dpnRw2X6EbI4lCqMVQab6HabwGtWSm4nN6soY7rBvbtC8A6l5/JqiSvqTm6xV9t2S2XviF50LiXzDdhBEBsgjBIZ6aoB15VvpPSavK7+n1Metgu7S2l3sX2E+5OCIEMfxlja+BpgtALXidy49k/+9lV3bUu+We5bO65wyvVVJurRv1q7f+z1y4JwrhEprbHG+Z4qmXGlUO79vUnxV1lThbNYKOufzXpKO8yBy/jCoqJUWs/ymwCxaKbtiKdedxkS5V3dXsEHnA7RggqS+kTgcIbjizz8C+96zexa4jMDbOQLVxrDPnnPA8QA8HpmYGkYGZE0DenljcPhwhOT9ZHB4DVGIQ55NGT8fFVTGwD09wLWGcwC/nUHPKlhaoXzfYM8Yjm7mLNzlCpoI6BEmSNAOBxMEy7a/EoxBTCyzg546j5wzszB+pmXUfR3Yl0SHdBbtwDCCXt7gLGsgrEp4GEDcOHL/TkhMllImxQsPwZQqz8EW6/R/8G96kRV8WZKQ+LrvgdlLoybyNQM0XXJtJtir63ov1f2b2YQnjRQASt6e3qiEoZGSmQWRvydt20SBaM10ocYA1kouKN3C6M3argDf2r2lzT3XYt5zABU3bL2ZVsZyTUgKB1cG/ORnDerIYA7yFkB2MPksmNsV5pB/kbRfuq1byhahoQa8lw7TWwBd/kzOVK0JjVvm3lbgl1yfA6pEK12qo8gK+LIQeMhpNnYGWj0QHStzdG3uasZzSbFRmnvJv1cERv+MJHCOl1xd4KwpfnJmJ3lGgaxZfRULjOz3mQ94eCare6noek3Z5De9f0GRVlKk5KW2Du/dE+/a56d6XzOTznm05RvKFkZsta/CFJeUYAWQumKmvNRGqDM8n51lW8uqMiDvV42pLChF8nILMFpTPiw9k+8Jsn7X5A2RIb18l/g869cI1i6Vc2LrN8jXsAJ6Iadc5jIlUTDt6QxzPHoQ1jPQ0z7WPg2Icy75hiHtiMj2LrUuCAnqgUQ2FmAVokmrc5K036BzrHvpW4yPPeyuAU0O5vqA9k+vnLv38xcOEtl1nCdv18PtWzhDoMHCXEefvsYyifL0wMHKzhdO6dMY0GHPPnhtA7hHfvfnV36maWCPe7idD/A4XLi/ZnmNfd9gz1q485kZOYnodToHn71wAIl/3DTBGQNDxCkYmgZ4folOno7p3ZAPQ9jAhpkp+/LK9WkAmAkcMhnCglNRk1hBpyIV+kVgL8pnRQvOmprPDtVZEAPff3sZYm4sT2uDDFzQOutDP9tYydeb+wM6C2sdqFOR96SsLfyadr3UB12q2tiYFkNvViUAKYB4Zvq1Yp4205ol7esbc2HOlf++p9x6OK9pMUsa+61a6y1tLpjkLfYRWAajNdO3pXby3xYEjXkAixsEiVvAWv576Rt8DU38Wn9qDEmpD0vsyb3gcw0A1Z65ld3eIozc8w1KgmytD6XndP+y+TkDdHJfpjybtVebh0t9dQ7FSrVSMWfGleIsvlb6zmkUZAkQ0ywzBsV3WlHqrIG40t9yf/77e9bd11izJQVhXmZjvwH0lfa/O9m1Iru8CMTLCpb47w3AqLg+K4Crtq8VFRuqrpKFUamsWTks7aNL/b31vPX3z11lCkqVbIypUe5DZFhmvF7hkMmV/Me8vlDvxnWsrLrkuRDZVu0bIlNKjmYA/LsPrugul2B2SV0LsoBrGk6bUAsS5AGhc/OYEnmuPkikaR+LIs/b6ozfD3c7/u84wfz+V3T/yjNz0qYEVel69tMb2NzT7HbBohDXgYHs4wO7ePU9s3LjBPvHP8GJbC0g0+ekFVnffXkOLjDN0wdm+gAONFnLN+rL9w32gMhYGQKojczYNCUJoeF8FD7nArMH56MbBZ8IBhGmb2Jgk9PJ5x1SwEpHm8uKG0YGRtdrqmHw0T2Te0uRsJxDKeJUyVclj44oz8wWrlqcSQCagnmOBGvRAVbCvdZxHr1hSEKR54dAMfBBTctX0lCXDnLK3s9yVCRJgWHaDPjJRi623GJ6suGwi2Gq9UtVNuVvLaDfq8Fd0lZvEZhrWlUgjiVrL9b7VDoYE416NjfyQzhhtAv+CbkpcOlwzxk9f60aAOGWQ1g/9y3uvbe+EuNaPcDvVCjk7S3dVwPfW4DT1vGiCgum67mH5SjN1c3PFJ5L1qMy/9w67/SeuYm9sOV1OOunv2RVtMt4cX6frJ+ZaVjGxm8Rbrd883sVVEUW9Abg9OcoS+3fYz5em7Nr6zQvFfNpahSIT9bUSl/fs7euAcP8mpwzuRIhLyUrgVoprbmkjcq4blVULbm2yO9a0Z9YMayfA26yENedYFGWy5dL5tc3nXOV8dYgTcCXWLAZA0wOuL7CPdsYVdm7ZWnLtUSuk3kZMIFhVy6+Me2PMezTN45phHwhZ5wL0TSp7zhf7NuZ0wRdVTK7t1Mcw75ncHbcw1z2HOPi9Y1/v1zDe1NjOAfs5cKy69MH7uvHJ37meuU+CXHUtQAsMDq2OOw7HhPPQLodt0vHA/Br/VN832CPiAdCkiGOI9zpxJuQMZyAN0S/9FEZMcUobT4MtPh3UdsG1siNI/vtqag4Idqc9nXLJrMsmpAosTEwux1CGoe3U6hTEjbPQEpBYKmH1ff3eqo5OaD9hjAz4dQmN8JgNtGGWUcpSkyhHAVfwZhnKTctRVnbEjuAmaN9zZwmfw6AMHuSADMwqUDyvUKxysFca5lCvRu0V6GfJfOUgjb2PYBt66F264FyS9vV60qIu0f40PfpccuF4syHC8AclCXPL0T006ZQayxyCRBv1fxvuU8LBPcyqEvtl+7NTWjQqJ8Kyqa8vlv6oJ9d0/jqekugdIv2uNi/PF9hQWgqCv7vZHjyNm75rXbfLcCoWNdGE9NKXcUItLU2ZkrLwh6v+5ELj0vC+lq59buVFEICWP4SgG/pW+ZgRV8v1bMkoN8DsoDivllLLVIt+X5/S19ueXbBHy08r+st/V27f+23Ld8k/61Y74q5KFjGklRh4ZysKToBZsS8bIthgFWy8WL79xT9zll/gqwqRYL9+b5Q24Wk6K7w7pKzmboW6L0Z5jAEudYpGdBIqjSdk88TOjH3ayQ12MRzZLZN2vaBAOmPv8T9UJE+VudIbduYq08Yut0ONLC7l+TWpl7FkgA4X96uh2seYb68Aa8n4PmZGci+40AszsFdh5jQXfLNOgd6OzP2GZcVFt832DMG9OGRI980BnQZOMLN5cI2vY0Pc2ptoi1JnfGVxuM6wPkEseTpU3M8xsiBMketTaPJqYlNbcvRPrs+Ai1jOEdG6+10ryrZojEMUgAfBTRnlLyvWaXPgc5XAE9yzHGX/MT02hECEmDpJoCcj0LaqLZzTY9mDJt4DXaKQCovJQHj3gNHV2sdT+4czNfaX9tU8/tqzGPuQyGlBhTeU5aAV6n9e9q+RcOba0bXDrCtWue8785hzRxlta3SeNQ0pEBsT75jFYgulPfct/X7LY1tAE0VIazEYgblRwEUzASHGwXhLQxzcj3doxfvXSu3mHxuYSNr+8MtZolJ/zaA6/xe3c9SP0rz+9a5tsZ+3FrytbSkwPpzgawlsEAGibXCnxP43bpfbmG49DPvAdOzvti5nFKynJDrpb7p/pXK0hm7pBBZNMWsrdGyZVIIzJY/e6vytvbeWxU7tbqUmWQMJAc1fz1xIMpxce/xyclr+TBnfQrncuG3WslZVU1gWJcE04O3zIIyYQQQ/k37Hd+riRcg/tvL4pIyTMvdSe5WiegJhHzcIkOSpDYoRfAk31cJ1vL0yInUuwZ0uoKu7E/ozhzwEaczg0B5XvL6AT5jADOY5CNqOgC4DjDnK8voux4wTyE1nBsGEFHIzY3JcuozXUQWXijfN9ibJtg//coDcTzwRxIQ4JxPPsko2ORo2kfSdBIfTi0UCRlNhkDHI+iwB+12cK+v3uwzTq58E3DjCJzBqRzIJw3Gyf/s0hCwKt9fAJRB0wC/AKcI6DTrJ9oJX1/QjsBvVl6wswGgpaZxHHo+Ltiw8GXRJ0FVImDUiyhozihj9zwInJWvBoI8oygBbKRN/ke8V8L368eToDTZZpubKdb6nAtcMzOWrywkFAFRpT/31n/LwTs7dErC8B2mPPqAqJW8jrWxXgIdhYAhyX9vAcGl/m0tXwtQloSBpXvWwMqtwLMIqDeMY/h9A8v4XiWDWuebhHo9twN4qYzbmpJhqU81QLT2byBdb7X1szZP9biUytpcWVLk5d9mi6C41NevVbTpl2Ibiqbd37LcrdT4yoqoLc/qvUPPl61BO5b69DXYtVrR8zNXaGX9nuV7ledrCspS3xOgvcI2lp4r1ZnXpYmKklwj7+YoRp33YGPR+iovW9bjmgySKBuj/y8JMBPGS/rVtTCHA0fBnCbgcoV7OwXTTADBAk1HhHejtz4CODK+rGvrImAUhtPa+fMqVZO4/xDAQVN2O6DvMPz2A2i0MNcJ9PmZzWIbwwwcEHL2ERH71Hmc4C4+0uY4cuJ2AKBrGE/7dkqHvfVWi/sdA7yBg0LCupgGDQgp3Kj71zlAC/hFJcM8jSOcs9E/Tj4+wFEz/cSixwcQ7biC5/ixQnQeWRTOgz50PJGbBmQd0EzMiBmL3M+C2pZz8lnLpqRETOs6y/0TYFdipEpaeQC534QAndz3Lvl95qPWhPuSdAmqJCHnS3uB9QlVJ5WIPDy7cfO4hU0qPbelKOExGYu1Oksmg2v9zX3FvoVgkoDLBfBSYnbWBNot/V0CArpN7W93q6Y69PkG0Lx6wNzwzosa/4U5sBUk/zlZAl1KjEBJqVEDWmv1bim3CHGlNXTrHK2xabO5doP5Xg7eSgzLPWOSg7M1MJv0qWRqfsd6KCns8vpL632pzvyZW9/xvQqsUruz37PAEXLtz+3Lt3V9vHc8tpYt66e0h5TOm7W5cs98zZ9NFFh3KOi2tukDu6V+YgvvV1KqLZU1Ja5WUBJ5GbTQRv6dyEd71zmJC2xmMbfeLXt3/sxaIDxh0w57vtdOcBcfiEVk5EvLxEPIi6fIhqRtPe9SRQSTLi7gAdJ9zdM3CFsYZGf/zTsfYGUY0f3DJ7h9D9e3wH7HTN6nz9FSz2MJRz5PnuT1O3kw59OsUdcyiwcgBItRgRep69i8s+84cfs0cR2eGaXdnvEGEdwwMBhcKN832Gsb0PHIH05sgbseZF1AvUniRms4tKs4SwqNayjSrC4ygiTsmf9QIYl3LUCLX1QkVK1l3tAA8SOSD3krPrW5RizXAunrmS+fFq7zviQbcPrD+uajcjUBKGpkin3U5VbtbVLnGrjIQOuGMgsHXrJx39qXtT5+i3KPwLvmQ6H/e4uGtNp+5cDZzOzcWGoa1vdoypODklJh/FbGIQfps++zIPTe8w5Fod0WAAWv77nJeIWBea9i5luByFvrzDX5X2Pevfferd+6tFdtYRWAuGcTyu/uHHSS40UQeY/SaKvQnl9771xYXZ9l89d4VvgAJITbAnjcWtYUFfl99+7d7yklxSgVhO683AJYS/tvqY68ntrfJQVDrpjMWf4Na7sIbuXZ2braIF+UwNEmqwtlTrvErJasm7J2ij7xtf6ulXyfTepNmXQ3jKB2BDoPqHxETur7eG5NEwMniZrpGTn4yPHshqQUNInJqJfxg0mr4boNcQRLIAZiESApAViU4ieYTRpijDFwgEBI5E4f7R/OMRvpAz/aUeXVNgaS94+6lkHgMIQANegiHHPXgfOAWws6HODEv5AM0BGPU+dJKEOgyRR9HHX5vsGetbCfPsNdrzDHY6A8nZ08op44sqaO0DlNPMCCrslHcVTmldSYiMZ15J1wQxakorCoyYeNjekBvOCVRROS+vg/SkirAMA0n1FmlgkAxn9Sm+YXCYtamTwWQ33zw+o5LbCqZOv5Jr8VBOalJADXNPDh/oLAonO65P1FeYOrsmDJu1S+8bc6YL/WAX4rwNIH1Xs0yLf2e6kfW5+tMQK3aIbzerY+XxLUlsaxBCbzsshGVOYgpWs5VQoV2sk1oLSgAHmv4L3KsGwU8LaWGvD/msxIab8rMQ26P+8tt87TcH2DCabL5gIw38OrzMWNiqLiXCzc963BTGVNFCOMfg3weUtZUgQB2Xn1jddn8ZmKyVjOikrRCpelfiy2uWFNre2v+ZrYIqdskW1kzZdkF/1ctd8FC6Ta+ZbVXXU7IQrnQJBDC+3OTHKlr1ssg249wyTysIuB9tB3gaHCODKAkn8TwV2uwfRRIl6GEbGOZXTnPAlD6buoiJxBZvU+czrFAgNKE4P9yZiKy9TTB88uWmC4wtkJOHNgFADBupCZQgP0Pci5GNvDOQaXXQfTk2cB/XyxjllNidwZXK9M6scoUUl90Bg7TSAi0Mcn/m+X5cHOyvcN9hwPCO12MXqmnQKg0hF1gtZOJpj/iNYHSwm+bf4jh0USki020dZ5xuhlC9wY0PHAH71tA9PnJEyrjrqpmW7N0JUAILJ7S4ybovZnm4duT9kkh3bCIZ+Zd/mNiPqeN5Cmgf3/t/ftwbosVX2/1TPfY+99zrnnXi4QAiiW8QFIvD5CDCQGiDEmUmCqNJBSgymilRQVNT4hlcRKqlJFKhW1LEoTSylIaXiYiCKpqIggFoIIolwBjUQspbC44j33nn32/p4zK3+s7p6enu6Z+b79uPecu35Vp87+Znq6e3p6etZvrdVrOSunqzfbz4TwOCScdCwLGYtRSPCSC2k3IbHrb7ftHfYbuI384XW7CkIpwTC2wFw0cu1elIA8Bme1toT3clYCO2QxSQkS7oPv+rGvlWuMhjrVj5Sm9qwE/CwYqwk+T2S1/hmviX2QCigTtnke95SaO2PncWzV80hYM0IBeOx+xn3ep9y6MkT+zhNDioXkO7uji/Pe/YmUjLu0eZY5lxv/BHFpKXuTpKfH02dXBeQ+ZbLKjJH3mKojNnsNKfFa8ymMBt0n96QCaA0Te5+k3OXaiyrhmkHEPll5cCLYp9rkZXbn2v8nvnu5NTYsn7oXdz+uPbu/zZOZbQXwFtUDn2nKh/KbC6wSBEjspgWxcS5CA05ZgmwuP0wDUmSjgfp2jGmPtw2eWN94CDSfWdfKK83eOxeI0VkENxXq5aplYMJkAppOYB7/OLEcFgZ0fOLvgQrZYwhjyaYLKukMUi6XXyV1+6ie1qAES/yG3o3bm+yB5cFMDcgFTVlvZPOjY8Bh0BLnCzubNdGA6nYSWPd/qCkhYxptAlHj38vk82EI7ASpa8mhUduALXYzKLswraFrKRIEKehL25LX9o/PWeZSrhU+mSWE8Dri58p2Ek8Grixu3DyMRBKCIdkLGd9DS1N0Bpep1IIcfHDCELhyH+kPZGcRy2nbUuTSt0vtawJ3hJa7XN914X3lNIFDOA+LgXMHAOAtEmP7HuIyiWmMMR+YHIEdqm+MQDH07ELCdxHoE5BTlrlc2fCdcEqMnOZ6l75dtpJgCCmiN8bimJtXzhrmfl809mkjXCudIrH13QjcFGMBz9exxxqw67t5mYjnZl/f4vQRfdiXbOVIx4i6vCtcqJjd4fr+yiMiHPVP8vXmrk28a+fxvM+LzPadu6h1axeSmlI2hOWc4SKRe7lbZw2XMguAT0HWIly7YkiJmiPXodxh+++MKU20yqoVQ8Pnqa4qyT/nLjYEtHLudhX4cZoxVLUQslXg0RemPHNR8Ytmb6av1xjZxrVYgo6OJFbIfAYso0TmdgsZVVVD1gojholKZEQKSKhYMQEqC+DoqJFHgzHkzUY4iAtiY6Ophp6DPpXESeaZ4XYne4wmZ56bdMZ4023dYvwTH6CFV6vGfDydiL+rzd/h4F0k7SRzoVhb4f7rWMNh/OTxCd2LwOUxFWglfGEDEtFxxeKu5sdF7JSNro0V0+9J65AaSy63XQ2uD84SwgkGXEt+PbtQ8HrjyXIy+EnL/SUKgpDSZObcYWNLHwD5oDW5Ab2GMad9TbknheeApAazs8DG5bxWKePqc1EWjbNavnw9Q4T2DERlV8FlHwI7xuJwHgLPRQgYqTZi4eo8CNNYASOnwUdCkBxzX0NW7THX7nt9fN2+VppHg6IjdR85609q/nhrQaztT7hpjrV69gnHQ2vfeVk8Lwux9eIirXuhG9+o8U9Ygs4TmXuV8PbBupD85lbt+ZpTKObesUdijuyy1u5qcd31upHlYqNBpz05mZCzGtklGZSpzwIZP8ecsifr/VIHfxoJ9ueSqZelRJUsKtSLbXs9qZ0nXBA1FxVQm/b9u3sGmnx2YQyNmoFagjXmtku15dkKxOSDPjKzBHV0AVauXgXKQqx1gJBFa+DxwRm3W/ByKdH8nWdgEIXUeSKyi7QJCC+ZlLI/0O1frCor9xq/d5EBsfTNZu38hQnc3mQPaDQDhUwcXq3arpZBMA9iEr/cyUQsdfO5XBNY5/wDcBMMoiHohGQtCmsZsx1JLNAub4eryxHAVr96Fve2xbForuvspaiD3OeWJNIkeKk5QWDq9kIQ15cKgmLdBVwCd094ewOBhG0k+t1pu0dQc/UBbY1Mrnzi3jqBWvr6Evdn6MOWwr5ufGe5dleS0Cek5Vw3hrSlY6xeqfK7tDfkgjPGRSfXv1xfw/O5vU1hmfMgFrvex65Ek1nmsUtV4t5vAF0F0AihN7R87iq4nadVMKGcaR0fEj53fXaXJaT2WUtS/elTsOUUYPG1qSAvQ9jF3e2ikPsmjCH9HeXkiPVoV0tdYO0Y/Jbm+nae7sl9717o0eKjcaetTsn+JBUSiXbD7RmtuiKl2HmQxV2+3UNt7bNu7fON8+XbxoHutZbMOS82MgC151gTVTSzB3NMX4aeQ+J8SNqwsWnDqtoHQqLp1Mv2TYqyuvEkS3ivtVKUAY2BJkyVFpTzBhKgZYgJ6/ZpzialRNd3xp/tFrzewNjgLihLsG2XDg+ae68rSdtQTIXYuooNiQy7XDXWyrAPK+uuud74/NcSTLIATAFzdCSGrqpujB5unDK4vcmeI2Y2NGtfUkFvMp5MYK4cyXVEfkLQdGrTNXCLlLmonLAWQcCSOOea6S1LDBBABweg+dyHVAWzJHm3hJKrSvbNtSZr0Vro40AtXgPjXBejKHouJ6CbwG6vIjtrnPfPLjqkL3ZhlWOBBoUDDYjrCyWIXsJMn6o3KWSMIVqAXzRCjVY2MlZcb98HtaN9CvzsU4LhLsL3eVnHUsfOu82husYKl+7vIQKXqiN3LFXH0Ob3VHt9/R2LQLveuXaXj7cjWn0fyyFi2acQGXKhSmhd/fvdur5Ov18pjNHoD+Es83cXgSslnMfzNiWw9B3r68u+VtGwnqGokEPPqW+NHCQ/A2t3zjo9drwuAvE4tjw9znFuptYe18a+bY3pi62/kRlGvqcxYoVAau3wz7eRU9qeLXH/ovmSU4rlFM5x2zni7a/hdrldiNiYbQ1xW2G9Y+SZVL9yCoURCli3HUesPRDL1TaUx8L+Nn3ysl0yRgPyZDuntB/ymIriTwBoKRTrxbKpyhpI6PBAjDJFASwW4GWdJGEtOItZORN53uXoWyzB601bXgzLEwEF2f16BGIX5LAWL8GyBF25YlOn1ZIqwt3qeiNbtm6d+DRwdHQAnk8DblKBNjbwzKQEzyY+559ZrKw3IgW59DaNx6IbR2cpdPNlUorrZ83CX4wRg9cnkMXtTfY4iMQDeHNtyyTttBvOL7iuUd889tnrYQhg44ke6lrMp85k63JnEIGdL6/zlWduT2yuJeJOVYFPTuSY868NXUBjuMApTDYPX/6WfdqGiByKRc+6W0ZWObJJJH1o2c22QyxbLqwhYdx2c+olLXp+gWwv8FltZUqA7CNRwbl2kvdQMC3Q0XD1CTdh/TH6SMLQteeBsf0aKrNrPWcVtFMfwZS7bFh233sdElR3sZjtI6znLEO7Wtb6rvECc8LikiOLuwjwcVtocpN2+xt87McSg33m067j2Gl7B0EsJ4AN1T2mf/vMj5SAmgvQkFyTEuPeZ20aEqDDemMlR6qOoXdkCLm6zosotubCDvWMcUfMHe8DM87kj+ne2ZRr7s71IL3WuOOhLBUogJN1pZRU2ecZyAy5daOPuMUkb+j6VB2pskmim1und5Arct+VXS1n/nQUaTP1TfDkqgrkQsB5XjWBAot8Oo2coimcv6l7c6l+3LYjZ2kEZNycXO2MN+5SFwnfFKD5DAbw7phgm8LAWd4sYWO7L05yCoq3n3N/BAqJzg80Fr+afQ4+GQfTROm01jcAkq7NuVC6iJtF4ROpwxiJFVLV4MVCeHZpPQRXayFx7p6N5PqG2+7l44dU7ZgjbhwWC3HnnE3By2XjjWjvwyeKNxHpjnB7kz1jYK7fJYMKANtKfGPXm2avnQVvtn5Qiruvi3/wpLTRgLZiSq0aiw5Np0KSymaIDOAfgt/HF4KdZqEEXb0ixyrbp6q20UK3DVkCGjM7IBa7yMzerr/tpx/W4bU1zjxsJw+IvLbeJURvaTcjP27XD3bzxi7A4d68bNqJ1ALeuYfER2VoQ3f04XCuqiHxTeWIkuAp7Q3BXUKYEYzHWGUerdhViAHShCyucx+CmLK49VnyegXZDDEaElhzezDD8mO0ruE1Q+5vuf61ronuJxYkxwovfc9mV+T637KIGHh3viHt+WVb9iJBs5POZl/y0XfdGAtebo6O6c8uAnzK3bJvHu9yX/usDamyQ+fHKtYGlUEpYX1HMhQS3D6FzBjs8y7EcyU7NnsqeJJ1ZbrivIeKAiCRRag0LXnGE2Jf34Ayt9X2Hi6sYb3xftb4mtTv1Fqeej/HrMtj3vHUt2ussiBqS2IoxNdY11pmeMteaz9ewtrqPcYCAr+P4mKIQDuDSG0Qbg8wZUDyNhuRxZlBs6m37rHNje3cOL3MG8q+JEnMndHHk0pjAHsdCghJK0vJY+e6HkSa9/m0t9ZFEgDVlQwrIASvLLwlkAsjOb+PGdguUd86AS2WzftujSxU2C1Nrk+FTbq+XreJXtW2YjKtvIsrTafAzDRk0rWxvtOTqte1WNBcgkE7QWk6AWqbp8Pltaud328FPl1IcBY6kEFyLJkIcLkqApMzzcQkzNevwlhNAd+8ZSP7rAJXQjtpDuZiQrYPml0UoJq7pmigMScXbbN6yuoWCl1+sjsrHDN8gsgCaD3eDjG1mgxLZltWR66bd9HtuXOuoK5PVYXufj4Kqk98NMIPQWTaT/uc5y0WyVxIrWtNus5OfyI3lJymMvz/MpAT/HNa/lwdQ/AuyANlz7LYDwnD4b25orELbqhV31Uz6urwSNQ9VE98bqwmNz43SExpeL6liHGfQD+mrlx/3e9QObPr9eeFMcqGoMxgtLqztp0i62RABbWFX+ZhUpxtN7WuxiQ7ENzqTHCMIYVaq81gzqSE1tS6M4q0jpwXfYJmqo7c3DdFe87uQsr6jsfPso8E7qsg7CMLl/nOxXCWFJv8mtdr+RZzQtAc4/q975iE16bIZaT06VfqBgSoz9so+b5nlIthf8aQw04d1Hn3pbrcXIuU9k4mtB5f3jCQCuIRyHuiFMt8B/dRrkTX+EjwLoE4NaQNNcu+OCLQ3XeBD+eoZxOYG8de7jQ2DYGL1gmg8aazJImKwubZrn1gFZpOvIee78t04iPkA5A+zWYSSXNLMrdrm7piuWrur2bQ4QH4oARtK4muua3EtZIOhCMAIpvP5808sVY4rmrwpARPJ+C5yy9Yo3j4RFxONxsht6482+ieGwKuHMl1hzPUsxJcGJj1FubmAnTakNcUbm+y54jC6QJMbb9fAH5gAcDMZ3bPXinkkEiSq08nYrVarrybp3d1BGCuHMmkO5yhePCmlFutxM84SKMQgwsj/rnTEnR0ALNcoX7wIXloLodG5NrJ1jIYRxhyE1iIXYlWRNANi7YhRQyBZnLPZo07apyTw02qKM2Da7tZQNjn8WsIblsQSQpYPQt+PH6tcNJjiEjkyhoj6aYa+26H16c+UGO0+6nyu1yTujZpbUp8tHYRHlPXDGgQBzFIFBMfv74Pde7asf0BIsE0YcnuWOYGnlPuo763pWCg7qEyOQFwV9K3zxzK9jFjVQr7sI9wlxKyHHrqy7oj5epPne97Fzq/G+GstYcqFjT75kDP82jnTM28N60+t+d6s6Z3m0/Wm7vffQjHkMJnLIYUJCml2D71jl0D+whwXE+qv331xgLzeRK6fZ+H3SPkS1vBGph0c+/F36ocIU+VT113XoFoskqjoe9P5tsRX5vd6wb0BjjKvPO5NFy+7jCAX7RtJszDF9bZqqOvH7EFML6/oXvLjVUQ/NDNPd5sG2VCzX6u+aompffQq9fcGCqClGZOTmZmmZeBayMRiRHGrQ2nQYTOtZArCsoyGRiXYuHxjwMt12J5s0neaRmN33Qie/XmU9BWZGwuC9DKWuw2GyG3ZQlsJPgKbmwb19SyANfi1mruuS4WzcLALNeetAIAbbagh7fwd7bZgg9m4LuuAJ/sDrfD7U32QJa4SRJzt4iKOXQtD3xik6K7DZ/TCeqrB+CKZbAffEhqOjq0e+sYdbA5ko+PgeUKxa0J6pvHzabN6VTKW/bvYI4Owffchfpg4l+a+mACs5gI866lDV6t0Mrz4TxIw82zjsgUhWz+dBoQO+G5QjuiEOwkddGHbN4QAK3oRrZgc5HpWtm8q6QL7MLRYpFYsEYRPS+4BRJHsOBn9wImBKtuMk10FpdGw76Bd0Fxls/A0jooGLq+hPewb5mwXFi279q+MjlN+FmIxVkFixYBGaHdzQlp7iOT+uj437FQHrgZxoj3kPTda19ggfh4rp4hoWpfMp0jzK6NnaxHIz/6ObfrmFzksHO/MuQxpVkfsoZ26h4pcIflc+d8fcHeKUTrobv3oWfVOR+47o+dO5333wpWUWCv0Uqp2LqYWit3sRyPabtvfRzTzhgr9K6WxqF7Sc2p1LGzEN2csiDVn1xbqe9D3zW5cauDvUMA/N7+nFdGq86U1SqxxrTe/YwS1qFl1Q7khrHEMOWaP2btH6ivla8t2orTrAuJb439u1U+uX0g2POWegaxm62rxwV3sWPGbK1Y2/T3t5OfMx6f+DudQMsgMJnAzKbNnj1nZSNxi0RVgRY1+OattvXNpivwxhnbNhUQC56DM6wAYsBhBnmXVdMoKtzWp6oGXHBGY62PiX1wNJ+BtxV4sZDAL2QJKg6tqyaBb53IFrHrd4mBaVICN9YASxJ3P+abDXC3lKmNgTlZSB+2lVjwjsRLkBYr8M1jCfZyOEf1hOuoS8kvXn76IQkAs7mjo3FCyN1qJQ+stKkOtlvRANQMlHYyVzLIODmFOV3IXryysKbfWkKYEjVWM0d81hvxl12t/B5AItnTh7K0AWIaUobZFPXhFOt75kDNMBWDiVAYwuTqEfjmMXhrGf50Cm9pc5MtpzXx7qh1q48u6Ionus69Mq7HbgZlbJoXOHRVDfYmwuUcdGSvrsHcLApgbgV5cQtBJ7G6azu3VyZc5Nw1OxCUcA9eEz20bi8owYLmx83vzYyFn4TLVGpfUt+HccyHPL5v55Y15tpdrW5916f6Ff4d92kXDfNYDXtslUoRho41c0CQy5GSXPvu+pAwxELCGKKSs3akhPm4rRaZ3VEozVkBdiGaqTqy7SWErr75mxD0knV1rk+5ZO2oTBk733d990ZgVCj9IVITa86l4nEdyNUTtxcfG7qub03P9iWzxzXs566E0dc14t3cldiPUarFfUs9v7Mozcaus8l+ufFOfL9Sdfe1ZcfXB4ELw9lb4bzxPGLEEbyz1cauzq3+1d05k9uyMdZSFreRJHecPp9SQI4Bu2jqUeRw18XY5dufaCvg5XSznoTbWEzZlgEJ3SB/Kc8n7wrpggg62TEmbHZcGENW2LRVL2tBdNYuJ7s5AkcEHN9q3DRtfAwhaxQkYK+9LEoueTlzk8jc5bBbrqSsfa40sYaY1UrcNl0Cd2OAskT90MNNTI7wfWFJmI7t1hqO5mIwKgqxGG624s5ZVaCjQ/B0gurage+vMQRariWGx8YaHyYTIXebLWi1btoAQLdOpfy1I7EQTibga1dQzyeopwW2BwW4INQH94LWNcy2Bv44PdTA7U726rp5kM7atVoJQatrm7leBpoXS2/V8T6w3BAmdmQK4rrpJr736SXyKRiaZN7sNQoApO6Hb6JYrTFfXAcTgeoaXBrQaitEb7EUZu9IFNAQuXDxbGmFa9TrqvMyUTmxkYQaskPORdVdagmO3w8IgJmsiZwt8bTEL/zflQ3zC7qDA8kbpSORJSbU0EknhutIlQ0XcB8dFU0fvaUO8O4LLuCMteT5sQ3dHcpJez+iW1jDfWStPkUfhrCfQx/7mLD0WWj6MFYzOxajhIseq1ksGDnClNyfmSFsQ2R2iFD17U3qkI4dyPIYItd3XUfQOKNwGtafKzuWwKQsTp1yPcR3H6E/5+aZ6l+2TyPIQTg+0Yd71PMfa5ny5L3qno/7kasj/jt6f3qRm+P+/JCCpP0Oxa5j6TQ7A8J0WDYnSKdIX+p8n+Jm3715qb6G2EWxll3nM+2dtY8pBVJKWXmWb2/QRhjmH5MJCBuxALk2nYUp2IbSsSSnXB29BS9Frq2wPUTKHGye0CR5iu6ncz7ux1B7qXmZaLOd5qBqyvQpXwJFY9aqF/THuyx25m/t5aB2p4J5Esi4nW0wLW8O6o5np095a54v7rzT3Dam7bbJD1cUsv/NGDlWCMGhu6+LAWe1DiJ0Gi/TGmsA4cqmIPDETgIy0tWr0reiAB3MwS4t2ulpM5Y1g+uq5S7pjQiOEJfWEnh40Nzb0QEwnaC6MkNxvBQL3OlCXD+Ngbm1AgoDNkasdG4/oY3uKWkXjCWtdq9eVUl6h8ND8JUDbO4Wr0W69wqK0w1oU6H89MMojubCLbY1zMMnYk3swe1N9hiNudWBTDuHnovu4x7adAJcuyJ+ricLy9CnzSSxgw4mkClBh4dN3dutJEgsS8BG/fRhbK0VjI6OwNeOQCcSBIYPZ8C2tkRUmLu35sVuiGTgoivJRLPaF1MKabSTsvNSWXdNn1rBaQbcy1OQDzxDZCMAMXsLF3tyE7g6ehLcfYFbVj17755YheVSi4crH5bJCX4ZAcZ/eIB2KotwQW31oQLZD5EpJn58wqA1Yl2NbjS2SnV+76ElzZXZW3geIER9AnH4AUsJxHH54PklXctyz8yGbOY619+M9a9PIx32P/URjvueqy9Vbmwf3N+7CIJZgr6jpSS8vo/wxWX75l3v9Rn3HDJAnG8w7k8swIVt97WfI0BxG25ujnEXjn+nyPeQNafv2viaVL+GnkV4DXN3zJLtUP4ZecIVj2EkzOUwJDQPHU+OZ9srxPfHFUsFFEvVGwuhOYI1+H4E8zi8rg9nUbKMGasx12W3LSSsZbsiut5viZlORN4AxOvJwckTPZaqtAzQ49UQ1tOycqcVCmF4f+/OmJr3cd2xIiM+Ft9Hro+dw+zJcIqItl1X7TzNva+dyq3StGawE168LJe4D9f/2JU0R6ZDZN+huj3eYXsRqaXA4kaTUsgZ0Mi1NYusStTE1fBGFUlXQFtxocRm7Y06raTpXEukTWNEgc/clLXjAxeFM8wnuGki97v7JENCRtfiXulIMW1L4GAusTwOpA2ztK6XkxL8WX8JWG5A6w34+JYfHypLTxqxsvJ6WaC69xq4IBQ3pjAPH0sMkvUGMCuQIUxXYvnjxUL6VZbA4UGzRet0BSxXjQtqBrc32Sts6gVH9pjFpxUAtlvUt068hY4q8bHFaiXniUBl4cOVUlk2BMhpxFxahKpqUhZwIKAQdT5UvFqBjklybbhE7QBoJaSzcdkMLHhO++MWBjKNGZrZB4vxSC3w9bZ5+M46R9FC7CyJzgxOcn/kcquEWjpnDQv8tB2xirV2nlAVbTO/c7P0ZUJtVSiYjBFAQ593254LFgMEzy8hXPl7qiD3P8a9r1MuErrOipxlYFf0kY2hj0XKAtIrwAQfqJQQ68lXZnyHrA67jEF83zmLXuoeh4SfIeIwlqC4skNKAXc+tFDsojAYsrKkXIbH1h1e5/dkpN112lFOewhQ6nynrkxfU2Q5FCRTAmaKjKbaG+se2deX+O/c/O9TPDghaYwLaItIZawN5OrsWVfD62NhMHVNxmWrXU/PPHPnuGqUQJS4F1c2N59SSoC4jDues77lrBa5dnOC+BDRHKNMGnpvfNlA8bZrWpF9vhcx0YpzGgOdd6+llAVEdoLIAnEu5HHzqed9iPre3s8fr4GJ/ob31rEqJ0hiro4EcepY18L7dbnrwvnrzufe77C8/0k2nL/dz1a1z6cIePPsWvm88vMg/I5Fa1x4j3HEz7Bt3tZB7jsjVuLNxnte0cGB5JO766qQl+VKjCSFEYOMjV3BdQVg0zJG+HehqkGmktQK7Nw8xYLGp4smLx8c0awbbzvntRcqm6zHIM1mwHzm5XI6WcCs1jaYTC0unGUBpjl4PgFPShhmmzZBMgewvXeazcBbgE9OYQ7nqA+nqK8dwLAEnuEHb4hxabWW6P6TEjS5Cp5NUE8Km5i9Brn9lWUphqwe3N5kzwqnXIpLJC03qB+8ATo68vnuUBgQbASe0Dd3OgHPpqCTBXi1Qn1y2spxEZMumpRSR81+YyZXoY9z5bUKcP+YQYuVkFFm2TzqogaVAaEDrHWOrb9x0ZCXOrHQRZOVbACV0OWGjN1nF1g54/wdALwVz1u83CLpLHut/XuW0LLzzY/2x3ltFftFPOuvHS9cfVr8uHy4YLlFZpvenOqJb6ofcV7DMRquRxpDAkNf+V00vanrYq18tlxCQ57d/xB8OMYIwznrhyMjuXsY6ktWE0rd+88JjiliNyRwBvfTUo6493RX0he3lRqbWIOcQurDPkg+Ys1u5tn29T0ma4ToOafqSDz7uF8p4Sl0V8yN9xjrTh/RzvYp8x4PjXVKgdEpk7KE5KznIwlua1wy9QTCXtZVe7DuxPEx61WKhI0hYvG5PrIV1rmLtawjNIfPBY3An5pLAwqytoUmnt87zt2eOSkRwU1TxhGLepucQ/E2lHxuXtOdr1znv8lhv1yfU8qSBCFJXtt0uFsu9Y3pK5tqq+9Y3IdU2RHfxHDtomBcRWa1c2KzzQRWSvQrdotOkd8eMi57FLvPxFtdCzQpzqxlzsvcbp0uDNh60dWnN0QWXa2b7UhkPeyIJGaH6+ok2MZk5WcqbHCWuhYDjIvYGSQwp6kkLaeDA/DpqYzXet2WwSeldwGl06W4TVYV2OXj3qwBMjCrtbh3OqMKsyhGbFwQTCfg9Vrk/PkcdGuBIqwPAM1mkvLNpZTb2rzhN8WYZSYTadNtVZtOhF/8efdxOtzmZA/WWmeTEroJvVx2mft6IxEtp1PgrqsAkZhZTxfyUF2EHEPC26oKovGYgIyxjNyaSaOUCeHCK8kYt6CDA18Wy5XN+cHNBLU+yeGEQFX70LKdFzN8uWr2Sc8lEhABxaQJNeuseFUNRoXQHTPWuvgFARDrp7MPVhXYa/ItbH9NYcDLlWhpuPYvdzs0eGz5Q3qRdPeeQlbg72o1XR989NCmcfkXuEu0Qg+nSGSfYNDX333RRx5iDGmPx5QfSyBiwSYkMDki1fqdIM9xH3a599wHNXTHCOuO6+ojnH3IkbQ+wWqMFr91LrCW9ylCcv0L20iS58TY5K7L1d051x7PZm1xngIjhE3XxqCCZ4CEcXp9y0b3BQCuwJx4binFU4x4jMO1LUemx7grx2VTzz9HgrLHc8Sx36shmeMrtt6Ee/vc+rpNzLHc2u/KdNaKzDMIxz03LvHfYzBE8obQIuoDbcfKidxaN3au9NURtjkG8X042cCFs68qsbg4D6hMW0mrUTinW9/wPqvwAEnqU9DGpDKsPzwfn6sza5dXKHSJUMfCmlKW5b6Hfe9GjBw5ZFEU0nQK7y0WET1iSu/hS7aTIN5DCp+gP0nPgHBNCaJkitWNRK7dbAEsZB3fSloCsoYTVBXq5aodmNA3ace+ZrGCFYWQJTJAXYn1LSSlG6nP7aGjQgwGfHwssq2715qBSeH7QJsgL9/RoQ1maPty9QhcGHHlNEa2UJ0um/Kzqbdq0nwmrqqHB0Jqt1U7mubU+HHi5cr3m2Yzn9CdD2bgSYH6YILieCWGpR7c3mTPZbBfNgNqZs7MaomTfWjk8uwVRsy7NQtBtBs+zWwm5QCwM+UCPmImAHCd+lClXxxeroDNGvViCXPtmkymcgY+OZVJU5aN2TgMXzwpfcTIFilxbqJOA2JfWjaQug7mtmEGL53gIxoNrmpv2Wrtw4sWvtAtI9Z4y563Jimlfxlcv1JpEILruwM04mPc85H1AWmMLCwdC567D+cnDTQbglNa0THtDgqcOxKxsfWG5cYSwLiesdrrMcfHYOwHrE973/ex7rOCDGjDO/XHQtrQ+MTX5cr19SVZb4/vXF9bfRa6Mf3Z5XpgnBDZ0QYnnl/YnyHiMlLhEK5fyWiYY+51l7GQxgLSEwi0iTJZQu/6lhQoR76vcbm6Sp8bmqcxiYOMZye0Prfd+UdZ4rIKv4z1OdfH1PEx71+OII4d06wiidrHhsjqkGJqjCUopzAbWnN6n0/6fn2MATcvWN6tDlnz18Vrcpq8Zl1QE8pd+TNSLvQqLDIkK6UMyZHvpIt6Q/BcXzpuo2FdKUIYt5/sf8ad1F+Xft9cdHler70c5CO0OwtlvEUlrCN2LQ3vJcbYeRcrA9abJto7rFwKbgIi2sj6NJ9LFMq6FiWDm+tBIJVWM84zjkjKO+LrvGZc2rMq2HZkTEtx0YrI757xcil5uU0B3Hvd3yvduCnXz2TLFm22wPFJh4yKwcje12wKvvsaeDbB9kgshWa1RWED0PB6A5wuJFLo4QFwz11iwQPEFOMIvDFC9mYFaGNdRntwe5M9G1CFZlNgLeZYZpYEicwycC5fXFmCa6t9nhkxec6OANwUl0zH0G29jiTI//a49TOmshQrWFUBq2BjaGE1K7OZPLDJFMV8LubW7RZ8cirJ2Nmak+1kkokO+xI0oYx9Dr1gkW0FGKkDs717YR1RjN0aK3drESmrqqaOogC5fRP+nu0LNLEvXikma3JW1IwLVUf46RPu+ixAreONtq8jF7s6OnsIGpLsy1FiwU2h48bhju+46I3V+KbqctenhJKkBecsBG0P8pK1FCVI2VC78XjHGv8+ATiFeM7Fv2N3ldR1YwXOXPlUmTHlz5uQOAzNn7hsgrTkfieDQ/iTCSLbdw+htXYXa2SoyAk9E/o0+tG1aeE804fU/afANVoeB2Gdri+U6UOnTWqIYep8X9/j45FA7JVmketdJ6BDqCV3Y9CXILtvvU0R3CHimJybI0jPvvti43b6zqfK973nOWIYt9XXj+Q3qat8TV4zch41ClXTDsaS+r63rh9DBvsIalM2TDmQ7XtO6dH73ZZ5PJpMBm6JvcTWkauw72PWs1S9/j3pKizcPrM6TMkVRiiP1xo4Ga1or9upPkXX7fwdBpogbdaTgkpjI2AGcqpp0nvxrRNgOpUtUIHBgOazgPBxc879DjGbWYPOpkUMaToBYWLTqtlxq2z0/onNZ021tyrSbAY8/h7QtgIbQn00A5cGbAh0bQ4mkeOL46UESzk+FjnfWQ5dcEjvRjoV2X21QXmybO7HGO8+CgB8egpaLEDHtySVw7Ur4EkJGCHH9ZUp6tLArCrZu3enkz1eb4SQTSc+MAsK63YZkBeu6ibK5HQiZOj4VuOXC7TYOK8lHx1b32cqbWROR4JWdTd6IyD1rlbev5hZiJ57IcVyVzdBV4raulx2Q9/6/XaAv97toZP9ftS0uYw64jbq+g8x2QAwYZJe24/AKtbsy7Nj4u59UgrRC6KWSoERwp8MbldA8Qg+Sn0kIaUlc22FuQXdou0D39SthcBHb01p2VxddnySyPVtCLmP/pDGLinURgJC+KHrI4a5frV+J1zIcsJx7sMw1G5KYE6ShDr94Ysx1HYoTOf2XLjz8Xi6+lOa4tFWxViIS2iMx2KUgDmCJOfIXE6THNcVt9M6PoL4jlIEGHQCrIRt9NWTUkTFCokhC7QnhiOFmh4rRTc6cWI+uTZz5XJukLnz8VqQez+s65oIsF1hsnVNjsjl1rYxFj9fPvFe5ObRPoqS1PMZc330/ndJQR/Rz63V9l5dcymyG8/tQSVYag4MvLNh+4lvhhNWvTxiXdSYDGyUNOSDNiXaD+8vaKcXHc+AnjUq1Uaub621JdgO0hfNs/WcUveWmQ+7rPm59zjsR3iOnZxr3TWdNcvFJUguj1bGC4LwZaOjO9KaU6CF5ZLzNaOUiwP1WLlNvPCsYeHgQIwlyyX45LQdIZ7r1rra5IW2sSRMCTKFlcEjOdOtyy6WhXtuoWHASFlarGTL2HaL4mRh+1aguvsqyMrh5i9uigWQxCDEQEP4iCTQCkRep5OFtB+kn6jtHkLvlWbJJ5zX4XLlo/xvn3ANZrFBsdwAf3FD7q9P2YgLJHtE9FoALwTwADN/kT12D4A3AXgaJP3fP2LmG/bcqwC8HEKhvp2Zf2lEI/I/18A6YF6zGWhmA7S4fHku/15VAZNpM9kCjQCDJZKP8yG2mliaTmTCzaZwGgS2zL2l/axZrIruAZYliIyYYgGx8C2WjabFh6I11ne5aEfeDLQRYXhZKqTfYaJwv+cQkLqA7kvgFK/rIMysr1/SE7DVGjRD3GhRnFsAr9dB9M6gj/WAu0IsnMWCiMur00dWAgHNTIOgMpH7ZovIejN+cL7mvItpjnwMaXRz2q9U2V01932INbRDH88RVor0dSMEsNy5kZrbtOay5zmMqb+l2R5wI3Okr3MuIgn7jHXrd0pozwnzkeA0ZCnou751HN1n2snGO3R/kfVg6Fl2rs8RhB7SMlbRMkpJEBHCXd9Vv/YHbaUsXIGGf7QnQ6vNTB8TfWk9iz6ylZubbh0O2xhFzFPv7oh1Ikd6w3qH6orrHVK6jFG8xeOY6ponBTtsV8iNc64fyevzFqfetlPzBQiE+GC+BuPYUjzboBateiKlYCe1Qh8h7vmWppKB+/4OWtQy7eTG3RG+TvTMEd/1uMzQ96hOzJddFLLxuUjJTo6Ed8hx4FoYy0WxJXOMsm+onz3K0pjohSm/aD6TYCnzKbAIYl4cHMjccnLoditBgoL+8bYW8rPZNPn8rLwsgWHqlsGCiiZnH6y7pY/4bi2jBkC9WII3WxQAaD6XvHubCrRmicRpjBw3BrSZyraoWyfiRTiZgo4sD6hq6RtZ2dSlnagqYDKBmRspP5+BD2aorh+CagYtt0L4qhrlAzebcT06tNkCGHg4/2gu0rL3OgCvAfDfg2OvBPAOZn41Eb3S/v5+InoGgJcCeCaAvwzgV4jo85kHYt1TE3GzddjuVfMm7KqScpNJ45a5rpsEjSGCye/2x/kNkq48kWwCBawfcfBSuWib0wnoYC4k0UYLxXJp+2UnnkuFEEcBBTxZSm2K9znhUsnNi8JbJVuoo4XdjhNgiSOsW+q2bqUnYKDxqy4KiW565Uh8il1aC/dBCNuraoAj0hdredwilbKwyCB0iV+wmPgPTuwiZesLE4e26o9IejwuYR3NuRELcdJdJSMo5qwqru0cMe7rT4649Vgb2n3tERT6BK0+ITL58U+MvetzKKDmLGwp7WFvfyIBIGcJ2UUD3Ucwwvr6hM5UP5PjnCEkfWMwhkCEfRgjzOeQE9IHhc0RJCSe+2OVE1zn3beGLFW7joO30PT0p/MeRO5TQ4JiToiN14dd7qdvbFNl+xBbLcaQ5s7xDBnepz9hvbn7HHLjzrkec4YQJJWTA8rCMetqvA6GisC+9ylHvt3pIuHCl+gP12zz9dpvbFH4YG4+IFooq3Czl7MV5Cf1nYxlg9a99KQACYOouHV8iKiE6MyxAWtoeCyyDLXqiz1DsnX0KGFySM2lzLvi8ybH1wXfEt5ugqThhGx08kGFWeY+eta0MIo7lbMmWKFLaL62Fi4nMzuFvpPfa5ZAiETgqE2XD9LnzXaGEtipb101axfFM7SkWU5BsHJxWYrr5b13o1japO5u29eCZZ+cTb3g9xtut2JwmkxAj7unSVq/WNpo/UXDAwAhgcbIfr/tFlzX1pK5AtU1isKIEWqxAh8fo95sm/gZxsbgCL3tMrgwssfM7yaip0WHXwzgefbv1wN4F4Dvt8ffyMwrAJ8goo8DeDaA9/Y2Uhbiy3pyKhqB+Rx81xXgZAEsV6gXNiqnZevGRb85mIFWdvPmyalsDLUbNolItAf+RuxErxm8PJU9eUeSaJ3Jmfu5IVAHB2LJu+uqRNhZb8BlAaoINJ1KpB9nvXOaBaLAmiigAh2S0l44DczB3CaLN96My1UFc+VIylSVtcI5jbOdzO5vR+JqazGM9gj61AuATKbCSBJ6Z6G07pHOGhimbhBSbV+aKAl7M7TBBy/STrUWxcSCxjXDzMpmgbD7COqNJKIE2X2ZLC+if7Gd723gjpAM7sLRhwRIh2cPFrE4qEF8voWxWjNnJaCeMmG14Qc8LG8SioG4vpbw4g61lQ+dch3LiCzscVTE5nS3nhYR9HsyAuHYPgN5zxJ9zwlt8TuT60cKYdtRe909DimSnxCewmduXIChjBU8162UgBYoSFp5P1PKohCmSJPwlJtapyNtQaC1R3dIa51zZ4rd2jx6CEQOZLx7TdY1KXndSBIRCVu9FgjpREsIbj+7jJIoZ1FIlc1hSNGSWncT9zfchx6CuY81LbqHlhJoLFLKmZTFCtE7PXYOcKRMSAi7VHQTaff2t+9Z2Dqz34JYeZoq660Z1qvIfrPZ5etK3YMJxo5IEmIbAzLtAEBUVQg9pZyyXayCk3YURR9yPyKEUdsAkl478l9GoZB4ttk2fFuT/PPx76A8SyoKhDkDm2Ik9cR9DurtJFG39YffOQBtRX4gB3bai45TEXwLqcm7lvRiIgNnBZRE5ACZYIuLuy7snyNa0mjnm9wJ7OSUAeF1DjZAC9n8cH5LVhGUtynOhLRVMI701eyNJL5dMjBXjmRf32xq979tQKuVtQCKhc/Y1GhmUkoZK+NKHI+Z974j967Mplg9+TrMpgZtKpSfOZb+GkJ1/civS1wa0LaGOV4ChUFdGlRHM4mUuVyhvutQonWWBuUDN4WDbJsgknztCFitJSf3auVjb5C1+PHBTNJHAMBsKtE4CwJtbPAkZuAPuo/ZPxveZfHcEZbsvS1w43yIma8H528w891E9BoA72Pmn7LHfxLA/2Hm/5mo89sAfJv9+QXovT2F4sy4F8BnHulOKB4z0PmmuEzofFNcJnS+KS4Tj7X59tnM/PjUiUdLgJaU2iXJQpn5xwH8+MV2R6EQENEHmPnLH+l+KB4b0PmmuEzofFNcJnS+KS4TOt8ajHCOP1d8moieBAD2/wfs8U8CeGpQ7ikAPnXJfVMoFAqFQqFQKBSKOwaXTfbeCuBl9u+XAfj54PhLiWhGRJ8D4PMAvP+S+6ZQKBQKhUKhUCgUdwwuMvXCGyDBWO4lok8C+AEArwbwZiJ6OYA/AfANAMDMHyGiNwP4KIAtgFcMRuJUKC4H6jKsuEzofFNcJnS+KS4TOt8UlwmdbxYXGqBFoVAoFAqFQqFQKBSPDC7bjVOhUCgUCoVCoVAoFJcAJXsKhUKhUCgUCoVCcQdCyZ7iMQsiei0RPUBEvxccu4eI3k5Ef2j/vzs49yoi+jgR/QER/b1HpteK2xVE9FQieicRfYyIPkJE32GP65xTnDuIaE5E7yei37Xz7d/b4zrfFBcGIiqI6ENE9Db7W+eb4kJARH9MRPcT0e8Q0QfsMZ1vCSjZUzyW8ToAXxMdeyWAdzDz5wF4h/0NInoGgJcCeKa95keJqLi8riruAGwBfDczPx3AVwB4hZ1XOucUF4EVgBcw8xcDuA/A1xDRV0Dnm+Ji8R0APhb81vmmuEg8n5nvC/Lp6XxLQMme4jELZn43gAejwy8G8Hr79+sBfF1w/I3MvGLmTwD4OIBnX0Y/FXcGmPnPmPm37d/HEIHoydA5p7gAsOCW/Tmx/xg63xQXBCJ6CoCvBfATwWGdb4rLhM63BJTsKRRtPJGZ/wwQ4RzAE+zxJwP406DcJ+0xhWJnENHTAHwJgN+EzjnFBcG61P0OgAcAvJ2Zdb4pLhI/DOD7ANTBMZ1viosCA/hlIvogEX2bPabzLYELy7OnUNxhoMQxzVui2BlEdAXA/wLwncx8kyg1taRo4pjOOcVo2Hy19xHRdQBvIaIv6imu802xN4johQAeYOYPEtHzxlySOKbzTbELnsvMnyKiJwB4OxH9fk/Zx/R8U8ueQtHGp4noSQBg/3/AHv8kgKcG5Z4C4FOX3DfFbQ4imkCI3k8z88/awzrnFBcKZn4IwLsge1V0vikuAs8F8CIi+mMAbwTwAiL6Keh8U1wQmPlT9v8HALwF4pap8y0BJXsKRRtvBfAy+/fLAPx8cPylRDQjos8B8HkA3v8I9E9xm4LEhPeTAD7GzD8YnNI5pzh3ENHjrUUPRHQA4KsA/D50vikuAMz8KmZ+CjM/DRII41eZ+Zug801xASCiIyK66v4G8NUAfg8635JQN07FYxZE9AYAzwNwLxF9EsAPAHg1gDcT0csB/AmAbwAAZv4IEb0ZwEchURVfYV2kFIqxeC6AbwZwv91HBQD/GjrnFBeDJwF4vY04ZwC8mZnfRkTvhc43xeVB1zfFReCJENd0QLjM/2DmXySi34LOtw6I+THjsqpQKBQKhUKhUCgUjxmoG6dCoVAoFAqFQqFQ3IFQsqdQKBQKhUKhUCgUdyCU7CkUCoVCoVAoFArFHQglewqFQqFQKBQKhUJxB0LJnkKhUCgUCoVCoVDcgVCyp1AoFIoLARH9EBF9Z/D7l4joJ4Lf/4WIvouIXkREr9yx7tcR0defY3fPBUT0dUT0jDPWcR8R/YPg987jM7KddxHRHxDRi3rKvISIPk5Ebzvv9hUKhUJx8VCyp1AoFIqLwm8AeA4AEJEBcC+AZwbnnwPgPcz8VmZ+9SPQv4vA1wHYiewRUZzz9j4Anuxd8Ph8IzO/NXeSmd8E4J9dUNsKhUKhuGAo2VMoFArFReE9sGQPQvJ+D8AxEd1NRDMATwfwISL6FiJ6DeAtdj9CRL9BRH/krHckeA0RfZSI/jeAJ7hGiOjvENGHiOh+InotEc2I6NlE9LP2/IuJaEFEUyKaE9EfxR0loicS0VuI6HftP0dSv4mI3k9Ev0NE/80mKQcR3SKi/2jLvs9e/xwALwLwn235z7X/fpGIPkhEv05EXxjc5w8S0TsB/KegH1MA/wHAS2wdL0mMz48R0Tvt+Pxte88fI6LXBfV8NRG9l4h+m4h+hoiuDD0sIvp2O74fJqI3jnrCCoVCoXhUQ8meQqFQKC4EzPwpAFsi+iwI6XsvgN8E8DcAfDmADzPzOnHpkwD8TQAvBOAsWv8QwBcAeBaAb0VjMZwDeB2AlzDzswCUAP4FgN8G8CX22r8FIZp/DcBft32I8SMAfo2ZvxjAlwL4CBE9HcBLADyXme8DUAH4Rlv+CMD7bPl3A/hWZv4NAG8F8L3MfB8z/z8APw7gXzLzlwH4HgA/GrT5+QC+ipm/OxizNYB/B+BNto43Jfp6N4AXAPhXAH4BwA9ByPSzrAvovQD+ja37SwF8AMB3JeqJ8UoAX8LMfxXAPx9RXqFQKBSPcsSuIwqFQqFQnCecde85AH4QwJPt3w9D3DxT+DlmrgF8lIieaI99JYA3MHMF4FNE9Kv2+BcA+AQz/1/7+/UAXsHMP2z3mj0dwLNt218JoADw64k2XwDgnwCAbeNhIvpmAF8G4LeICAAOADxgy68BuH1sHwTwd+MKrTXtOQB+xl4PALOgyM/YtnbFLzAzE9H9AD7NzPfb9j4C4GkAngJxJX2PbXcKIdpD+DCAnyainwPwc3v0S6FQKBSPMijZUygUCsVFwu3bexbEuvanAL4bwE0Ar81cswr+puBvTpSlxDGHXwfw9wFsAPwKxAJYQCxsY0AAXs/Mr0qc2zCz60+F9PfUAHjIWgVTOBnZjxhufGq0x6q2/agAvJ2Z//GO9X4thBC/CMC/JaJnMvN2zz4qFAqF4lEAdeNUKBQKxUXiPRB3zAeZuWLmBwFch7hyjrE2ObwbwEuJqCCiJwF4vj3++wCeRkR/xf7+ZgC/FlzznQDey8x/DuBxAL4QwEcS9b8D4v4J28Y1e+zriegJ9vg9RPTZA/08BnAVAJj5JoBPENE32OuJiL54xL36OvbE+wA8140JER0S0ef3XWAD6DyVmd8J4Psgz2hwn59CoVAoHt1QsqdQKBSKi8T9kCic74uOPczMn9mhnrcA+EN77Y/BEjpmXgL4pxBXyfsh1q3/aq/5TQBPhJA+QNwUPxxY5EJ8B4Dn2zo+COCZzPxRyN63XyaiDwN4O2Q/YR/eCOB7bcCYz4Xs8Xs5Ef0uhGS+eMS9vhPAM1yAlhHlW7DE9lsAvMH2+30QktuHAsBP2fv/EIAfYuaHdm1boVAoFI8uUPqbp1AoFAqF4k4GEb0LwPcw8wcGyj3PlnvhJXRLoVAoFOcItewpFAqFQvHYxIMAXkcDSdUhEURvXFqvFAqFQnFuUMueQqFQKBQKhUKhUNyBUMueQqFQKBQKhUKhUNyBULKnUCgUCoVCoVAoFHcglOwpFAqFQqFQKBQKxR0IJXsKhUKhUCgUCoVCcQdCyZ5CoVAoFAqFQqFQ3IH4/63olRwIh2cAAAAAAElFTkSuQmCC\n",
|
||
"text/plain": [
|
||
"<Figure size 1080x720 with 1 Axes>"
|
||
]
|
||
},
|
||
"metadata": {
|
||
"needs_background": "light"
|
||
},
|
||
"output_type": "display_data"
|
||
}
|
||
],
|
||
"source": [
|
||
"# plot the result\n",
|
||
"fmaxplot = 100 # maximum frequency to be plotted\n",
|
||
"nf = len(freq) # number of frequencies\n",
|
||
"jfmax = int(fmaxplot/freq[-1]*nf) # max index for plotting \n",
|
||
"extent = (0.5*twinlen, 0.5*twinlen+nseg*tmove, fmaxplot, 0.) # extent of matrix in true time and frequency\n",
|
||
"plt.figure(figsize = [15,10])\n",
|
||
"plt.imshow(mwa[0:jfmax,:],extent = extent, aspect=2.0) # do plotting\n",
|
||
"plt.xlabel('Window center time [s]')\n",
|
||
"plt.ylabel('Frequency [Hz]')\n",
|
||
"plt.show()"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {
|
||
"slideshow": {
|
||
"slide_type": "slide"
|
||
}
|
||
},
|
||
"source": [
|
||
"# Tasks\n",
|
||
"\n",
|
||
"1. Use the sqrt of the Fourier amplitude spectrum as output and compare\n",
|
||
"2. Use other powers ($< 1$) of the Fourier amplitude (using np.power)\n",
|
||
"3. Use the logarithm of the Fourier amplitude as output and compare (using np.log)\n",
|
||
"4. Extend the frequency range when using the logarithm or a power of the Fourier amplitude\n",
|
||
"5. Do a moving window analysis the records at 14:00.\n",
|
||
"6. Compare the performance of boxcar and Hann window\n",
|
||
"\n",
|
||
"**Hint:** when you change something in the code, use `Run all below` to see the changes."
|
||
]
|
||
}
|
||
],
|
||
"metadata": {
|
||
"celltoolbar": "Slideshow",
|
||
"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": "3.9.7"
|
||
}
|
||
},
|
||
"nbformat": 4,
|
||
"nbformat_minor": 4
|
||
}
|