python-awips/examples/notebooks/Grid_Levels_and_Parameters.ipynb
2018-09-06 13:05:37 -06:00

1022 lines
514 KiB
Text

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"This example covers the callable methods of the Python AWIPS DAF when working with gridded data. We start with a connection to an EDEX server, then query data types, then grid names, parameters, levels, and other information. Finally the gridded data is plotted for its domain using Matplotlib and Cartopy."
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getSupportedDatatypes()\n",
"\n",
"getSupportedDatatypes() returns a list of available data types offered by the EDEX server defined above. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['acars',\n",
" 'binlightning',\n",
" 'bufrmosavn',\n",
" 'bufrmoseta',\n",
" 'bufrmosgfs',\n",
" 'bufrmoshpc',\n",
" 'bufrmoslamp',\n",
" 'bufrmosmrf',\n",
" 'bufrua',\n",
" 'climate',\n",
" 'common_obs_spatial',\n",
" 'gfe',\n",
" 'gfeeditarea',\n",
" 'grid',\n",
" 'maps',\n",
" 'modelsounding',\n",
" 'obs',\n",
" 'practicewarning',\n",
" 'profiler',\n",
" 'radar',\n",
" 'radar_spatial',\n",
" 'satellite',\n",
" 'sfcobs',\n",
" 'topo',\n",
" 'warning']"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"from awips.dataaccess import DataAccessLayer\n",
"DataAccessLayer.changeEDEXHost(\"edex-cloud.unidata.ucar.edu\")\n",
"dataTypes = DataAccessLayer.getSupportedDatatypes()\n",
"list(dataTypes)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getAvailableLocationNames()\n",
"\n",
"Now create a new data request, and set the data type to **grid** to request all available grids with **getAvailableLocationNames()**"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['CMC',\n",
" 'ESTOFS',\n",
" 'ETSS',\n",
" 'FFG-ALR',\n",
" 'FFG-FWR',\n",
" 'FFG-KRF',\n",
" 'FFG-MSR',\n",
" 'FFG-ORN',\n",
" 'FFG-PTR',\n",
" 'FFG-RHA',\n",
" 'FFG-RSA',\n",
" 'FFG-STR',\n",
" 'FFG-TAR',\n",
" 'FFG-TIR',\n",
" 'FFG-TUA',\n",
" 'FNMOC-FAROP',\n",
" 'FNMOC-NCODA',\n",
" 'GFS',\n",
" 'GFS20',\n",
" 'GribModel:9:159:180',\n",
" 'HFR-EAST_6KM',\n",
" 'HFR-EAST_PR_6KM',\n",
" 'HFR-US_EAST_DELAWARE_1KM',\n",
" 'HFR-US_EAST_FLORIDA_2KM',\n",
" 'HFR-US_EAST_NORTH_2KM',\n",
" 'HFR-US_EAST_SOUTH_2KM',\n",
" 'HFR-US_EAST_VIRGINIA_1KM',\n",
" 'HFR-US_HAWAII_1KM',\n",
" 'HFR-US_HAWAII_2KM',\n",
" 'HFR-US_HAWAII_6KM',\n",
" 'HFR-US_WEST_500M',\n",
" 'HFR-US_WEST_CENCAL_2KM',\n",
" 'HFR-US_WEST_LOSANGELES_1KM',\n",
" 'HFR-US_WEST_LOSOSOS_1KM',\n",
" 'HFR-US_WEST_NORTH_2KM',\n",
" 'HFR-US_WEST_SANFRAN_1KM',\n",
" 'HFR-US_WEST_SOCAL_2KM',\n",
" 'HFR-US_WEST_WASHINGTON_1KM',\n",
" 'HFR-WEST_6KM',\n",
" 'HPCGuide',\n",
" 'HPCqpf',\n",
" 'HPCqpfNDFD',\n",
" 'HRRR',\n",
" 'LAMP2p5',\n",
" 'MOSGuide',\n",
" 'NAM12',\n",
" 'NAM40',\n",
" 'NCWF',\n",
" 'NOHRSC-SNOW',\n",
" 'PROB3HR',\n",
" 'QPE-RFC-STR',\n",
" 'RAP13',\n",
" 'RFCqpf',\n",
" 'RTMA',\n",
" 'SPCGuide',\n",
" 'SeaIce',\n",
" 'TPCWindProb',\n",
" 'UKMET-MODEL1',\n",
" 'URMA25',\n",
" 'fnmocWave',\n",
" 'nogaps']"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"request = DataAccessLayer.newDataRequest()\n",
"request.setDatatype(\"grid\")\n",
"available_grids = DataAccessLayer.getAvailableLocationNames(request)\n",
"available_grids.sort()\n",
"list(available_grids)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getAvailableParameters()\n",
"\n",
"After datatype and model name (locationName) are set, you can query all available parameters with **getAvailableParameters()**"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['0to5',\n",
" '2xTP6hr',\n",
" '36SHRMi',\n",
" '50dbzZ',\n",
" 'AV',\n",
" 'Along',\n",
" 'AppT',\n",
" 'BLI',\n",
" 'BRN',\n",
" 'BRNEHIi',\n",
" 'BRNSHR',\n",
" 'BRNmag',\n",
" 'BRNvec',\n",
" 'BdEPT06',\n",
" 'BlkMag',\n",
" 'BlkShr',\n",
" 'CAPE',\n",
" 'CFRZR',\n",
" 'CICEP',\n",
" 'CIn',\n",
" 'CP',\n",
" 'CP1hr',\n",
" 'CPr',\n",
" 'CPrD',\n",
" 'CRAIN',\n",
" 'CSNOW',\n",
" 'CURU',\n",
" 'CXR',\n",
" 'CapeStk',\n",
" 'Corf',\n",
" 'CorfF',\n",
" 'CorfFM',\n",
" 'CorfM',\n",
" 'CritT1',\n",
" 'CumNrm',\n",
" 'CumShr',\n",
" 'DIABi',\n",
" 'DivF',\n",
" 'DivFn',\n",
" 'DivFs',\n",
" 'DpD',\n",
" 'DpDt',\n",
" 'DpT',\n",
" 'Dpress',\n",
" 'DthDt',\n",
" 'EHI',\n",
" 'EHI01',\n",
" 'EHIi',\n",
" 'EPT',\n",
" 'EPTA',\n",
" 'EPTC',\n",
" 'EPTGrd',\n",
" 'EPTGrdM',\n",
" 'EPTs',\n",
" 'EPVg',\n",
" 'EPVs',\n",
" 'EPVt1',\n",
" 'EPVt2',\n",
" 'ESP',\n",
" 'ESP2',\n",
" 'FRZR12hr',\n",
" 'FRZRrun',\n",
" 'FVecs',\n",
" 'FeatMot',\n",
" 'FnVecs',\n",
" 'FsVecs',\n",
" 'Fzra1',\n",
" 'Fzra2',\n",
" 'GH',\n",
" 'GHxSM',\n",
" 'GHxSM2',\n",
" 'Gust',\n",
" 'HI',\n",
" 'HI1',\n",
" 'HI3',\n",
" 'HI4',\n",
" 'HIdx',\n",
" 'HPBL',\n",
" 'Heli',\n",
" 'HeliC',\n",
" 'INV',\n",
" 'IPLayer',\n",
" 'Into',\n",
" 'KI',\n",
" 'L-I',\n",
" 'LIsfc2x',\n",
" 'LM5',\n",
" 'LM6',\n",
" 'MAdv',\n",
" 'MCon',\n",
" 'MCon2',\n",
" 'MLLCL',\n",
" 'MMP',\n",
" 'MMSP',\n",
" 'MSFDi',\n",
" 'MSFi',\n",
" 'MSFmi',\n",
" 'MSG',\n",
" 'MTV',\n",
" 'Mix1',\n",
" 'Mix2',\n",
" 'Mmag',\n",
" 'MnT',\n",
" 'MpV',\n",
" 'MxT',\n",
" 'NBE',\n",
" 'NST',\n",
" 'NST1',\n",
" 'NST2',\n",
" 'NetIO',\n",
" 'OmDiff',\n",
" 'P',\n",
" 'PAdv',\n",
" 'PBE',\n",
" 'PEC',\n",
" 'PEC_TT24',\n",
" 'PFrnt',\n",
" 'PGrd',\n",
" 'PGrd1',\n",
" 'PGrdM',\n",
" 'PIVA',\n",
" 'PR',\n",
" 'PTvA',\n",
" 'PTyp',\n",
" 'PVV',\n",
" 'PW',\n",
" 'PW2',\n",
" 'PoT',\n",
" 'PoTA',\n",
" 'QPV1',\n",
" 'QPV2',\n",
" 'QPV3',\n",
" 'QPV4',\n",
" 'REFC',\n",
" 'RH',\n",
" 'RH_001_bin',\n",
" 'RH_002_bin',\n",
" 'RM5',\n",
" 'RM6',\n",
" 'RMGH2',\n",
" 'RMprop',\n",
" 'RMprop2',\n",
" 'RRtype',\n",
" 'RV',\n",
" 'Rain1',\n",
" 'Rain2',\n",
" 'Rain3',\n",
" 'Ro',\n",
" 'SA12hr',\n",
" 'SA1hr',\n",
" 'SA24hr',\n",
" 'SA36hr',\n",
" 'SA3hr',\n",
" 'SA48hr',\n",
" 'SA6hr',\n",
" 'SAcc',\n",
" 'SArun',\n",
" 'SH',\n",
" 'SHx',\n",
" 'SLI',\n",
" 'SNSQ',\n",
" 'SNW',\n",
" 'SNWA',\n",
" 'SRMl',\n",
" 'SRMlM',\n",
" 'SRMm',\n",
" 'SRMmM',\n",
" 'SRMr',\n",
" 'SRMrM',\n",
" 'SSP',\n",
" 'SSi',\n",
" 'STP',\n",
" 'STP1',\n",
" 'Shear',\n",
" 'ShrMag',\n",
" 'SnD',\n",
" 'Snow1',\n",
" 'Snow2',\n",
" 'Snow3',\n",
" 'SnowT',\n",
" 'St-Pr',\n",
" 'StrTP',\n",
" 'StrmMot',\n",
" 'SuCP',\n",
" 'T',\n",
" 'TAdv',\n",
" 'TGrd',\n",
" 'TGrdM',\n",
" 'TORi',\n",
" 'TORi2',\n",
" 'TP',\n",
" 'TP12hr',\n",
" 'TP168hr',\n",
" 'TP1hr',\n",
" 'TP24hr',\n",
" 'TP36hr',\n",
" 'TP3hr',\n",
" 'TP48hr',\n",
" 'TP6hr',\n",
" 'TP72hr',\n",
" 'TPrun',\n",
" 'TPx12x6',\n",
" 'TPx1x3',\n",
" 'TQIND',\n",
" 'TShrMi',\n",
" 'TV',\n",
" 'TW',\n",
" 'T_001_bin',\n",
" 'Tdef',\n",
" 'Tdend',\n",
" 'ThGrd',\n",
" 'Thom5',\n",
" 'Thom5a',\n",
" 'Thom6',\n",
" 'TmDpD',\n",
" 'Tmax',\n",
" 'Tmin',\n",
" 'Topo',\n",
" 'TotQi',\n",
" 'Tstk',\n",
" 'TwMax',\n",
" 'TwMin',\n",
" 'Twstk',\n",
" 'TxSM',\n",
" 'USTM',\n",
" 'VAdv',\n",
" 'VAdvAdvection',\n",
" 'VGP',\n",
" 'VSTM',\n",
" 'Vis',\n",
" 'WCD',\n",
" 'WD',\n",
" 'WEASD',\n",
" 'WEASD1hr',\n",
" 'WGS',\n",
" 'Wind',\n",
" 'WndChl',\n",
" 'ageoVC',\n",
" 'ageoW',\n",
" 'ageoWM',\n",
" 'cCape',\n",
" 'cCin',\n",
" 'cTOT',\n",
" 'capeToLvl',\n",
" 'dCape',\n",
" 'dGH12',\n",
" 'dP',\n",
" 'dP1hr',\n",
" 'dP3hr',\n",
" 'dP6hr',\n",
" 'dPW1hr',\n",
" 'dPW3hr',\n",
" 'dPW6hr',\n",
" 'dT',\n",
" 'dVAdv',\n",
" 'dZ',\n",
" 'defV',\n",
" 'del2gH',\n",
" 'df',\n",
" 'fGen',\n",
" 'fnD',\n",
" 'fsD',\n",
" 'gamma',\n",
" 'gammaE',\n",
" 'geoVort',\n",
" 'geoW',\n",
" 'geoWM',\n",
" 'loCape',\n",
" 'maxEPT',\n",
" 'minEPT',\n",
" 'mixRat',\n",
" 'msl-P',\n",
" 'muCape',\n",
" 'pV',\n",
" 'pVeq',\n",
" 'qDiv',\n",
" 'qVec',\n",
" 'qnVec',\n",
" 'qsVec',\n",
" 'shWlt',\n",
" 'snoRat',\n",
" 'snoRatCrocus',\n",
" 'snoRatEMCSREF',\n",
" 'snoRatOv2',\n",
" 'snoRatSPC',\n",
" 'snoRatSPCdeep',\n",
" 'snoRatSPCsurface',\n",
" 'staticCoriolis',\n",
" 'staticSpacing',\n",
" 'staticTopo',\n",
" 'swtIdx',\n",
" 'tTOT',\n",
" 'tWind',\n",
" 'tWindU',\n",
" 'tWindV',\n",
" 'uFX',\n",
" 'uW',\n",
" 'uWStk',\n",
" 'ulSnoRat',\n",
" 'vSmthW',\n",
" 'vTOT',\n",
" 'vW',\n",
" 'vWStk',\n",
" 'vertCirc',\n",
" 'wDiv',\n",
" 'wSp',\n",
" 'wSp_001_bin',\n",
" 'wSp_002_bin',\n",
" 'wSp_003_bin',\n",
" 'wSp_004_bin',\n",
" 'zAGL']"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"request.setLocationNames(\"RAP13\")\n",
"availableParms = DataAccessLayer.getAvailableParameters(request)\n",
"availableParms.sort()\n",
"list(availableParms)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getAvailableLevels()\n",
"\n",
"Selecting **\"T\"** for temperature."
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"scrolled": true
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.0SFC\n",
"350.0MB\n",
"475.0MB\n",
"225.0MB\n",
"120.0_150.0BL\n",
"900.0MB\n",
"125.0MB\n",
"450.0MB\n",
"575.0MB\n",
"325.0MB\n",
"100.0MB\n",
"1000.0MB\n",
"60.0_90.0BL\n",
"275.0MB\n",
"1.0PV\n",
"950.0MB\n",
"150.0MB\n",
"1.5PV\n",
"700.0MB\n",
"825.0MB\n",
"150.0_180.0BL\n",
"250.0MB\n",
"375.0MB\n",
"1000.0_500.0MB\n",
"800.0MB\n",
"4000.0FHAG\n",
"925.0MB\n",
"2.0PV\n",
"0.5PV\n",
"0.0TROP\n",
"750.0MB\n",
"500.0MB\n",
"625.0MB\n",
"400.0MB\n",
"0.0FHAG\n",
"2.0FHAG\n",
"875.0MB\n",
"175.0MB\n",
"0.0_1000.0FHAG\n",
"850.0MB\n",
"600.0MB\n",
"725.0MB\n",
"0.0_6000.0FHAG\n",
"975.0MB\n",
"550.0MB\n",
"0.0_3000.0FHAG\n",
"675.0MB\n",
"425.0MB\n",
"200.0MB\n",
"0.0_30.0BL\n",
"30.0_60.0BL\n",
"650.0MB\n",
"525.0MB\n",
"300.0MB\n",
"90.0_120.0BL\n",
"1000.0FHAG\n",
"775.0MB\n",
"340.0_350.0K\n",
"290.0_300.0K\n",
"700.0_600.0MB\n",
"700.0_300.0MB\n",
"320.0Ke\n",
"800.0_750.0MB\n",
"0.0_610.0FHAG\n",
"60.0TILT\n",
"5.3TILT\n",
"1000.0_900.0MB\n",
"340.0K\n",
"5500.0_6000.0FHAG\n",
"255.0K\n",
"255.0_265.0K\n",
"3000.0_6000.0FHAG\n",
"25.0TILT\n",
"2000.0FHAG\n",
"0.0_500.0FHAG\n",
"1000.0_850.0MB\n",
"850.0_250.0MB\n",
"280.0_290.0Ke\n",
"1524.0FHAG\n",
"320.0_330.0K\n",
"0.0TILT\n",
"310.0_320.0Ke\n",
"310.0Ke\n",
"330.0K\n",
"900.0_800.0MB\n",
"550.0_500.0MB\n",
"2.4TILT\n",
"50.0TILT\n",
"3500.0FHAG\n",
"35.0TILT\n",
"12.0TILT\n",
"300.0_310.0K\n",
"3000.0_12000.0FHAG\n",
"0.9TILT\n",
"320.0K\n",
"400.0_350.0MB\n",
"500.0FHAG\n",
"750.0_700.0MB\n",
"1000.0_400.0MB\n",
"345.0K\n",
"250.0_260.0K\n",
"300.0Ke\n",
"290.0Ke\n",
"950.0_900.0MB\n",
"4572.0FHAG\n",
"275.0_285.0Ke\n",
"335.0Ke\n",
"295.0_305.0Ke\n",
"275.0_285.0K\n",
"600.0_550.0MB\n",
"310.0K\n",
"9000.0FHAG\n",
"335.0K\n",
"1000.0_7000.0FHAG\n",
"700.0_500.0MB\n",
"9144.0FHAG\n",
"325.0_335.0K\n",
"2000.0_8000.0FHAG\n",
"0.0_609.6FHAG\n",
"300.0K\n",
"0.0MAXOMEGA\n",
"315.0_325.0K\n",
"325.0K\n",
"340.0Ke\n",
"0.0_4000.0FHAG\n",
"5000.0_5500.0FHAG\n",
"300.0_250.0MB\n",
"1.5TILT\n",
"335.0_345.0K\n",
"315.0K\n",
"3.4TILT\n",
"2500.0FHAG\n",
"10000.0FHAG\n",
"0.0_2000.0FHAG\n",
"7000.0FHAG\n",
"5000.0FHAG\n",
"330.0Ke\n",
"500.0_400.0MB\n",
"1000.0_1500.0FHAG\n",
"305.0K\n",
"285.0_295.0Ke\n",
"14.0TILT\n",
"3000.0_3500.0FHAG\n",
"325.0_335.0Ke\n",
"2000.0_5000.0FHAG\n",
"7620.0FHAG\n",
"850.0_800.0MB\n",
"6096.0FHAG\n",
"6000.0_7000.0FHAG\n",
"2000.0_7000.0FHAG\n",
"9000.0_10000.0FHAG\n",
"295.0Ke\n",
"305.0Ke\n",
"265.0_275.0K\n",
"7000.0_8000.0FHAG\n",
"3000.0_8000.0FHAG\n",
"700.0_650.0MB\n",
"1000.0_6000.0FHAG\n",
"0.5TILT\n",
"450.0_400.0MB\n",
"1.8TILT\n",
"330.0_340.0K\n",
"800.0_700.0MB\n",
"850.0_300.0MB\n",
"6.0TILT\n",
"900.0_850.0MB\n",
"3657.6FHAG\n",
"0.0_5000.0FHAG\n",
"320.0_330.0Ke\n",
"8.7TILT\n",
"650.0_600.0MB\n",
"600.0_400.0MB\n",
"55.0TILT\n",
"270.0_280.0Ke\n",
"30.0TILT\n",
"310.0_320.0K\n",
"1500.0FHAG\n",
"1000.0_950.0MB\n",
"5500.0FHAG\n",
"250.0_200.0MB\n",
"500.0_1000.0FHAG\n",
"400.0_300.0MB\n",
"500.0_100.0MB\n",
"1000.0_3000.0FHAG\n",
"8000.0FHAG\n",
"285.0Ke\n",
"290.0K\n",
"305.0_315.0K\n",
"285.0_295.0K\n",
"0.0_2500.0FHAG\n",
"925.0_850.0MB\n",
"275.0Ke\n",
"1500.0_2000.0FHAG\n",
"300.0_200.0MB\n",
"610.0_40000.0FHAG\n",
"260.0_270.0K\n",
"2743.2FHAG\n",
"3000.0FHAG\n",
"315.0_325.0Ke\n",
"600.0_500.0MB\n",
"16.7TILT\n",
"280.0K\n",
"500.0_250.0MB\n",
"40.0TILT\n",
"3048.0FHAG\n",
"400.0_200.0MB\n",
"300.0_310.0Ke\n",
"270.0_280.0K\n",
"1000.0_700.0MB\n",
"45.0TILT\n",
"850.0_500.0MB\n",
"2500.0_3000.0FHAG\n",
"609.6FHAG\n",
"0.0_8000.0FHAG\n",
"295.0K\n",
"4.3TILT\n",
"295.0_305.0K\n",
"330.0_340.0Ke\n",
"270.0K\n",
"4000.0_4500.0FHAG\n",
"280.0_290.0K\n",
"925.0_700.0MB\n",
"0.0_1500.0FHAG\n",
"260.0K\n",
"10.0TILT\n",
"3500.0_4000.0FHAG\n",
"325.0Ke\n",
"285.0K\n",
"290.0_300.0Ke\n",
"7.5TILT\n",
"1828.8FHAG\n",
"280.0Ke\n",
"500.0_450.0MB\n",
"305.0_315.0Ke\n",
"250.0K\n",
"4500.0FHAG\n",
"1250.0FHAG\n",
"0.0_10000.0FHAG\n",
"4500.0_5000.0FHAG\n",
"250.0_350.0K\n",
"270.0Ke\n",
"275.0K\n",
"315.0Ke\n",
"500.0_300.0MB\n",
"350.0_300.0MB\n",
"750.0FHAG\n",
"19.5TILT\n",
"2000.0_2500.0FHAG\n",
"850.0_700.0MB\n",
"350.0K\n",
"265.0K\n",
"6000.0FHAG\n",
"8000.0_9000.0FHAG\n",
"0.0_0.0SFC\n"
]
}
],
"source": [
"request.setParameters(\"T\")\n",
"availableLevels = DataAccessLayer.getAvailableLevels(request)\n",
"for level in availableLevels:\n",
" print(level)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"* **0.0SFC** is the Surface level\n",
"* **FHAG** stands for Fixed Height Above Ground (in meters)\n",
"* **NTAT** stands for Nominal Top of the ATmosphere\n",
"* **BL** stands for Boundary Layer, where **0.0_30.0BL** reads as *0-30 mb above ground level* \n",
"* **TROP** is the Tropopause level\n",
"\n",
"**request.setLevels()**\n",
"\n",
"For this example we will use Surface Temperature"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"request.setLevels(\"2.0FHAG\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getAvailableTimes()\n",
"\n",
"* **getAvailableTimes(request, True)** will return an object of *run times* - formatted as `YYYY-MM-DD HH:MM:SS`\n",
"* **getAvailableTimes(request)** will return an object of all times - formatted as `YYYY-MM-DD HH:MM:SS (F:ff)`\n",
"* **getForecastRun(cycle, times)** will return a DataTime array for a single forecast cycle."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[<DataTime instance: 2018-09-06 17:00:00 (0) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (1) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (2) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (3) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (4) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (5) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (6) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (7) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (8) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (9) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (10) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (11) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (12) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (13) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (14) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (15) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (16) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (17) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (18) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (19) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (20) >,\n",
" <DataTime instance: 2018-09-06 17:00:00 (21) >]"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cycles = DataAccessLayer.getAvailableTimes(request, True)\n",
"times = DataAccessLayer.getAvailableTimes(request)\n",
"fcstRun = DataAccessLayer.getForecastRun(cycles[-1], times)\n",
"list(fcstRun)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## DataAccessLayer.getGridData()\n",
"\n",
"Now that we have our `request` and DataTime `fcstRun` arrays ready, it's time to request the data array from EDEX."
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"('Time :', '2018-09-06 17:00:00 (21)')\n",
"('Model:', 'RAP13')\n",
"('Parm :', 'T')\n",
"('Unit :', 'K')\n",
"(337, 451)\n"
]
}
],
"source": [
"response = DataAccessLayer.getGridData(request, [fcstRun[-1]])\n",
"for grid in response:\n",
" data = grid.getRawData()\n",
" lons, lats = grid.getLatLonCoords()\n",
" print('Time :', str(grid.getDataTime()))\n",
"\n",
"print('Model:', str(grid.getLocationName()))\n",
"print('Parm :', str(grid.getParameter()))\n",
"print('Unit :', str(grid.getUnit()))\n",
"print(data.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Plotting with Matplotlib and Cartopy\n",
"\n",
"**1. pcolormesh**"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 1152x648 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"%matplotlib inline\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib\n",
"import cartopy.crs as ccrs\n",
"import cartopy.feature as cfeature\n",
"from cartopy.mpl.gridliner import LONGITUDE_FORMATTER, LATITUDE_FORMATTER\n",
"import numpy as np\n",
"import numpy.ma as ma\n",
"from scipy.io import loadmat\n",
"def make_map(bbox, projection=ccrs.PlateCarree()):\n",
" fig, ax = plt.subplots(figsize=(16, 9),\n",
" subplot_kw=dict(projection=projection))\n",
" ax.set_extent(bbox)\n",
" ax.coastlines(resolution='50m')\n",
" gl = ax.gridlines(draw_labels=True)\n",
" gl.xlabels_top = gl.ylabels_right = False\n",
" gl.xformatter = LONGITUDE_FORMATTER\n",
" gl.yformatter = LATITUDE_FORMATTER\n",
" return fig, ax\n",
"\n",
"cmap = plt.get_cmap('rainbow')\n",
"bbox = [lons.min(), lons.max(), lats.min(), lats.max()]\n",
"fig, ax = make_map(bbox=bbox)\n",
"cs = ax.pcolormesh(lons, lats, data, cmap=cmap)\n",
"cbar = fig.colorbar(cs, extend='both', shrink=0.5, orientation='horizontal')\n",
"cbar.set_label(grid.getLocationName().decode('UTF-8') +\" \" \\\n",
" + grid.getLevel().decode('UTF-8') + \" \" \\\n",
" + grid.getParameter().decode('UTF-8') \\\n",
" + \" (\" + grid.getUnit().decode('UTF-8') + \") \" \\\n",
" + \"valid \" + str(grid.getDataTime().getRefTime()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"**2. contourf**"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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JatWq0adPHxYsWMDPP/+MQqHgtddeIyYmhrS0NFq0aEFwcDBhYWG0aNGCW7du8fLLL3P48OFCp98ZOnQov/76K23atGHkyJHs2LFDPyz+tCAnO8jIyMg84dy4cYM///yTu3fvsm7dOmbPnl3eJulp06YN+/btIzY2Fl9fX2rXrm1xlqMQgqNHj6JUKmnUqBFJSUkcPHiQ6OhobG1tuXLlCleuXMHR0ZFx48bRoUOHMj2Wxo0bs2bNGm7fvs2RI0eoVq0aLVq0qPAZlL6+vhw4cICdO3fyv//9j3nz5nH16lUA/v77b1q2bGlRtnJhODs7s27dOuLj49m3bx+vvfYaixcv5vTp0/Tr148ePXrg4ODAf/7zH7p168aGDRuwtbXFz88PlUrFb7/9RvPmzRk/fjyNGzemadOmAFy8eJGsrCyWLl3KqFGjWL16Nb169SqVPnmckJMdHiOetCDt0kLuF9PI/WKaJ61fYmJi+PTTT/UB/XXq1MHb25vKlStTqVIlzp8/T3h4OCEhIXh5edGuXTtCQ0ML1PO49Ut2djZjxoxh//792NjYEB0drV+Sy8fHB0mSqFWrFn5+fuzfv5+TJ0+yb9++YrfzuPVLaWAopN3c3EhNTcXPz4+XX36ZLl264ODgwJUrV0hJSaFatWq0bdu2WEJPrVZz/PhxDhw4wI8//oiNjQ3/+c9/CmRJP3jwgDt37lC/fn2+/fZbfv31V6Kjo6latSrTp0/n/v37jBkzBi8vL2JjY3n22WfZtGlTqfVDSSiPZAfZIycjIyPzGJOQkMDSpUtxd3dn6NCh+Pv7U6lSJRISEnjw4AF9+vThf//7Hy4uLuVtaqmhUqkYNmwY6enpnD59GkdHR9RqNVZWVgWm9Pjnn3+YOXOmfm3SJ4Hg4GD+/vtvAAICAmjUqBGffPIJDRo0KJX6z5w5w7JlywgLC6Nu3bq0bt2a9evX891337Fu3TqysrJ44403+Ouvv7h16xbXr1/nzz//1E/9UhS2tra0b9+e9u3bM23aNP744w8mTpxIQEAAffv21Wc5V6pUiUqVKgEwbtw4xo0bh1ar5Y8//mD27Nl6T+fOnTtp3LhxqRz7Y4mlwXSP8oWc7GCSpzVIuyjkfjGN3C+meZL6ZevWrSIoKEjY29vrsw+7d+9eoroel36JiIgQbdu2Fc8//7zIzMwstFx0dLQYNGiQ8PT0FEuWLDGZkWoJD9MvFy9eFLNnzxZ9+/YVgYGBIiQkRIwcOVK8+eab4vvvvxf//vtviTI1L126JCZNmiRcXFz03/v3338v7t27J+Lj40tsryn7fXx8RIMGDUS3bt0EICZPniyEMO4XXcLC+vXrS9zP6enp4ocffhCjRo0SHh4eYu7cuSazq3VoNBqxYMEC0b9/f/H999+Ldu3aif79+4uhQ4eKf/75p0Q2lAblkewgD60+RjyNLn5LkPvFNHK/mOZx7RchBIsWLcLHx4cuXbrw1ltv8csvv7Bw4UKaNWtG5cqVOXr0KJ07dy7RHFqPS79Ur16dgQMH8vXXX5ucUDc2NpawsDCWLl3KW2+9xeTJk0u8ZFNkZCRHjx5l165dZGRk4OnpyVtvvYWvr2+h+wgh+Omnn1i0aBE3b95k6NChBAcHU6tWLWJiYoiLiyM+Pp4zZ85w6NAh4uLiCAwMpFmzZvpXYGCgfu1UjUZjduLg2NhYNm/ezMqVK7lw4QJCCDp37syYMWPo2bMntra2JTp2HdnZ2fzzzz9cv34djUZDp06dcHd3L3C+7Nu3j7Fjx1K1alX69u1Lp06daNGiRbHWjNVx48YNXnjhBfz8/Fi+fLnZOtRqtd4zV7duXa5cucLMmTP55JNPit1uaSAPrcrIyMjImEQIwXvvvUdGRobR9q5du1K3bl0A/d8nmfnz5zNlyhRCQ0NJSkriwoULeHp64u3tzZo1a9ixYwcvvvgix44de6j+2Lx5M6NHj2bRokX06tULGxsb/v33X4KCgti4cWOhy3f9+OOPzJ07l88//5zevXsbibDmzZsXKJ+YmMiZM2c4c+YMR44cYenSpURERODi4kKNGjW4ePEiPj4+BAQE0LJlS0aMGME///zDli1b2LdvH4mJifTu3ZuZM2fSs2dP1Go1a9asYc6cObz++ut88MEHjBw5Ui8Mi4u1tTVNmzbVJxgURqdOnTh9+jSbN28mPDxcv4pFjx49qFevHtWqVcPT05OqVavqXw4ODibrqlmzJrt372bQoEH4+vrSr18/Ro0aRcuWLQuUtbW15caNGxw4cIDY2Fhq1KjB4MGDS3SsjyuykJORkZF5DFCpVEREROhv6O+99x6DBw8mLCxMv/bo08BLL71EZGQkffr0oU+fPjRp0oRjx46xfv16QkJCCAsLe+jpJ06dOsVrr73Gtm3bSEtLM/KwxMXFsWfPnkKFXGRkJEOGDKFv374WteXm5kbnzp31U5Skpqbi7OxMlSpVWLFiBa1ateLatWtcunSJ8PBwGjZsCMCsWbPYunUr/v7+Risj2NjY8Nprr/Haa69x8uRJPvjgAz766CMaNGhAq1at+Pzzz8ts7VNbW1sGDx6sF1IXL15k//79XLt2jaNHj3L37l2jl42NDYGBgTz//PM0a9aMBg0a4OnpiSRJODo6sn37drZs2cKzzz5LVlYWy5YtM9muj48Pw4YNK5NjehyQhZyMjIxMBebQoUNs3bqVzz77DIDAwEB27dpF5cqVC51b60nn448/Zvbs2WUmSHbu3MnLL79M69atCQ8P12+/cuUKmzdvZsuWLYXu26pVK/1atyXBycmpwPfq6+uLr68vffr04ZNPPmHPnj307t27yKWtWrZsybZt24iMjOT8+fMMHjyYDh060L59ezw8PEpso6UEBAQUup6qEILk5GT27dvHtm3b+O2337hw4QJWVlaEhoYyZMgQOnbsSL169QD44IMPCtSxY8cO7t+/z9ChQx/5urUVCXlCYBkZGZkKzKZNm/QiDuDcuXMWrYX5pFNWIg5AoVBw8+ZNkpOT9duuXbtGx44def/9900Okero1asXkZGR7Nq1q0xss7Ozo0+fPsVan9Tf358PP/wQgM8++wxfX18GDx5MbGxsmdhoCZIk4erqSv/+/fnmm284cOAA8fHxHDt2DF9fX2bNmkXlypVp1aoVfn5+BYaGNRoNISEhvPTSS1SpUkW/3vDTiCzkZGRkZCooarWaoKAg/fs7d+5w6NAh+vXrV45WPfm8+OKLJCcnU7t2be7cucO9e/cYOnQob7zxBuPHjze7r729PWvXrmXEiBEMHz6ca9euPRqji2DdunVcuXKFo0ePcuvWLVxdXalRowajR49m5syZnDp1qrxNRJIkateuzTvvvMPhw4e5f/8+9+7d49KlS7i7u+vLxcbG8vnnnzNgwAA8PT158OAB06ZN4/79++VoffkhCzkZGRmZCsjGjRupX78+//3vf/n2229JSkqiatWqBAUFFcsbI1N8fHx82LZtGxEREaSlpeHt7U3r1q0tXi6sU6dOREVFUbduXerUqVMqS109LI0bN6ZOnToAaLVaVqxYAcC9e/dYvHgxLVu2rHBeLaVSaXKi4cOHDzNjxgyuXbvGzJkz+eabb1AoFLRt27YcrCx/5Bg5GRkZmQpGVFQUAwcOZPfu3XTv3r28zXlqqVWrFvXq1UOtVhd7XxcXF+7fv4+Pjw9jxowpA+tKjouLC2q1GhsbG3799Vd9zF9RmakVheeee44NGzawatUqZs2aRbdu3RBC0K5du/I2rVyQH+tkZGRkKhBXr16lfv36VKpU6an1MDwp3Lp1i//+978VcijcxsYGyBFF/fv3B3LWVX0cEmgkSSI0NJTff/+dyMhI2rRpQ5s2bfjuu+/K27RyQfbIycjIyFQgUlNTcXd3Jy4urkwD+mXKlhs3bnDy5EmLh2PLCysrKzZt2sRvv/3G2LFjSUxMxMnJCS8vL5o3b067du0ICAjAysqKW7du4eHhQatWrfT7x8TEkJGRYXaS5LLE09OTt99+u1zarijIQk5GRkamghATE8Nzzz1XpnN9yZQ969evZ+LEicyYMYNOnTqVtzlFIkkSQ4YM0WeyZmRkcPPmTU6cOMHPP//MlStXyMrKwsfHh3///Zdp06bRtGlTTp48SY8ePZAkidWrV9OnT5/yPpSnElnIycjIyFQA7t+/T7du3fi///s/Xn311fI2R6YYXL9+nV27drFhwwa0Wi07d+5k0KBBZGVlERQUxC+//IKPj095m1kkkiRRo0YNIGfuui5duhQos2PHDp577jnmzZvHggULmDZtGqmpqXz99deykCsnZCEnIyMjU84IIRgxYgQhISFMnz69vM2RKQYxMTHUrl1b//7VV1/lgw8+ID4+nrfeegso2znvHjW9e/cmNjaWo0ePEhUVxYABA7h16xbffvtteZv21CILORkZGZly5Ntvv2XTpk3cvn2bjRs3lrc5MsXEy8uLGzdu4O7ubrR2qFarZePGjdy+fZsxY8awbdu2crSydHFzc8POzo5ly5aRmZnJqVOnzC5sDzlr0M6YMYOGDRvy1Vdf4e/vX2r2ZGRk8Ouvv5KZmckLL7yAs7NzqdX9OGBR1qokSW6SJP0mSdJFSZIuSJIUJElSZUmSdkuSFJX7t1JuWYUkSaskSTokSVKj3G3BkiQJSZL6G9S5RZKk4DI5KhkZGZnHhDlz5rBt2zZ27NihzySUeXyQJAkfH58CC8ArFAr27NkDQGhoaHmYVuZs3ryZqVOnFini1q1bx7Rp01i3bh1OTk5FTqpcXP755x9GjhzJmDFj8Pb2NruE2pOIpdOPfAXsEEIEAE2BC8C7wB4hhB+wJ/c9QE/gKDAQeMugjlvA+6VhtIyMjMyTwqxZsxgyZAienp7lbYpMKVO7dm0aNmxISkpKeZtSJjRs2JBVq1ah1WoLLSOEYNiwYTRu3JjRo0dz8uRJ3n333ULLFxeNRsNXX32Fo6Mj1tbWJCcns3LlylKr/3GgSCEnSZIL0AlYDiCEUAshEoEBgK63VgK6Rw4rQJv7MgwMOAMkSZLUo3RMl5GRkXn8WbNmDUOGDClvM2TKAHt7e2bNmsW0adP4+eefH4s52kxRmN1Tpkxh27ZtXLx4sdB9JUli+fLl9OjRg9WrVxMdHU2PHqUnAz777DNu3LjBvXv32Lp1KwAXL17k5s2bpdZGRccSj1xdIA74nyRJEZIkfS9JkiNQVQhxGyD3r+5xcifQGdgM/DdfXZ8CMy0xbP369UiShCRJrFq16rH9AcjIyMgURlJSEkeOHKFv377lbYpMGaEbcn3hhRdYu3ZtOVtTMhQKhf5+rHudPHmSunXrMnjw4CLj3V599VWmT59Oq1atSnV5uYsXL/Lll1+ydu1aXn75ZXr16gXkxPC1atWKyMjIUmurIiMVJZAkSWoFHAHaCyGOSpL0FZAMTBJCuBmUeyCEqFRIHcHANCFEP0mS/iZHzE0H5gshwk2UFwsXLiQ7OxtJkvQizsrKimbNmpXkOJ8IUlNTTa4797Qj94tp5H4xTUXqF5VKRXR0NI0aNSpvUypUv1QEUlNTiYyMxNvbGw8PD6ysrEpcl0aj4fTp0zRp0uSxjIPMyMggNTUVrVaLEAKNRoO9vT2JiYlkZGTQoEGDR7r+r0ajIT4+nlu3bmFjY0NgYKDeNl283oULF8jOzqZ+/frY2dk9MttK63fUpUsXhBCWpTsLIcy+gGrANYP3HYGtQCRQPXdbdSDSTB3BwJbc/3sCO4AtQHAh5UVGRoZwcnISU6ZMEYB48803RVhYmHia2bt3b3mbUCGR+8U0cr+YpiL1y+XLl0WdOnXK2wwhRMXql/LmwIEDQqFQCED8/PPPQqvVlqierVu3ikmTJgmFQiHq1asnkpOTS9nS8kN3vgwcOFAsXbr0kbY9YsQIMWDAABEaGioAcfjw4QJlANGqVSvRrFkzoVarH5ltpfU7ypFn5vWZ7lWkhBZC3AFuSpKk8512A/4lZ+h0ZO62kcAmC4XjLqASOUkThWJvb4+/vz9vvvkmPj4+fPbZZ4wbN86SJmRkZGQeC2xsbMjKyipvM2TysWbNGmrUqEF6ejqenp4lmgcuKSmJN998k5s3b6LVaok72+yyAAAgAElEQVSOjn7iPJ7JycmcOHGCOnXqPNJ2ExISiI2NZerUqWi1WpNrEgshOHz4MN7e3jRp0oS4uLhHauOjxFJf6CTgJ0mSzgLNgM+AuUAPSZKigB657y3lP4C3uQLNmjUjKiqKyZMn88UXX6BSqYpRfcn5+uuv9QGTMjIyMmWJYeiITMVhyZIl3LhxA3t7+xLXsWrVKiIjI1m5ciVqtZrr168/URMDA2zfvh0XFxeqVKnC7du3H1m7+/fv5/jx4wQHB6NQKIiNjTVZLi0tjb///puLFy8SERHxxIo5i4ScEOK0EKKVEKKJECJUCPFACJEghOgmhPDL/XvfzP7hQoh+Bu83CyEkYSI+TkdERAQ3b95kwIABrFq1Ch8fH3r06MFXX33FP//8Q2ZmZrEO1BI2bdrE5MmT+e6770q9bhkZGZn8JCUl4eLiUt5myJQyO3bsYN26ddSvXx9ra2tsbGyoWbNmeZtV6gQGBuLs7ExoaCheXl4kJyeXaXupqam88cYbpKSk8NJLLxEdHc348eOxtbU1Wd7R0ZFhw4YB0KtXLxo2bMipU6fK1Mby4NFFJ5YAFxcXRo0axdatW4mNjWX8+PGcPXuWAQMGoFQq6dixI7t27TI7hw0Unjqd/6TTvd+0aZPZdGoZGRmZhyU1NZUJEybQoEGD8jZFphT56KOPGD9+PJMnT+b8+fMFJgp+kmjYsCGHDx+mf//+BAQE0LBhQ2JiYsqsvZs3b7Jw4UI6dOjAlClTqFu3LkuWLMHDw8NkeWtra0aNGsWSJUuYOXMm8fHxdOvWje3bt5eZjeVBhRZyhjg5OTFw4ECWL1/O5cuX+eOPP+jZsyfvvvsugYGB/P777yb302q1KBQKqlWrxqRJk1i+fDmZmZnExcXh6urKn3/+qXfLDh8+nOeff54aNWowb968R3l4MjIyTxlXr15l3759/P777yQmJpa3OTIPSUpKCq+88grr16/n6NGjDB069LHMULUUIQSLFy8mMTGRCxcucOPGDWJiYli/fj3JycnExMRw7969UmsvPDxcP2vFgQMHLFodIjExkaCgICZMmMCnn36q39anT58iHUCPFZZmRTzKV45ZlqHVasXOnTtFnTp1xJdfflkgu2jr1q0CMHo988wzYsWKFUbb4uLihBBCbNmyRVSpUkU4OTmJ/fv3W2zHo0DOKjON3C+mkfvFNBWtX8aMGSMcHBzE+++/LzQajdBqteL69evizJkz4vjx4+LatWsiIyNDJCcni6ysrDKzo6L1S0XB0n7p3r27GDlypEhNTS1bg8qZK1euiI8//lh8++23AhC1atUSgPD09BQ2Njb6+2f16tWFm5ubCA4OFqdPny52O2q1WmzcuFEcO3ZM/PrrrwIQrq6u4uTJkyIjI6PE9h86dEgAws3NTcyYMaPEGcmFUR5Zq+Uu2kwaVQwhp+Py5cuiUaNGon///uLAgQP67RqNRjx48EDExcWJX375RXh6egpA+Pj4iMDAQAGIPXv26MtrtVrRoUMHERISIjw8PMTBgweLbUtZIV9oTSP3i2nkfjFNResXrVYrrl69KoKDg4Wrq6to3ry58PDwEIGBgaJ58+bC29tb2NraCqVSKTw8PERUVFSZ2FHR+qWiYEm/JCQkCAcHhzIV2hWFH374QQBi/vz5ol27dgIQLVu2FOHh4SI7O9uorFqtFsuWLRPVqlUTmZmZFreRnJwsmjRpItq3by98fHwEIHx9fcWNGzce2n6tVisiIyPFxYsXRbVq1cTWrVsfuk5DKuT0I48L9erV48SJE3Tp0oVevXoxbtw4IiIiUCgUuLm54eHhwZAhQ/jtt98AyMzMpG7duixbtszIRStJEhMmTECj0fDBBx8wefJk0tLSCrR35syZJ26cXUZG5tEjSRK1a9dm7969SJJEREQE165d4+zZs5w6dYqbN2+SmZlJRkYGAwYMeOoWBH8ccHR0pG7duvj6+rJkyRLUanV5m1RmjBw5Eo1GQ4MGDZg6dSo3btzgxIkTdO7cucCkyTY2NowZM4ZGjRoxYcIEoqKiTN5PdWRmZnLu3DlGjx5N8+bNOXDgAKdPn8bLy4vLly+jVCof2v64uDg2btzIqFGjcHFx4e7du+zevZv09PSHrrvcsFTxPcoXJfDIGXLz5k0xe/ZsUbNmTdGyZUvx5ZdfiitXrgghhH7Y4siRI8LPz0+0bdtWAOKll14Szz//vFi9erVIT08X1atXF3/++acYMmSIaNGihfj444/FX3/9JbRarTh16pQARNeuXR/KzuIiPzGbRu4X08j9YpqK3C+A6NKlS6Gf79mzR9SpU6dMhu8qcr+UJ5b2i1arFcePHxe9evUSdevWFWFhYeLu3btla1w5UpzzJSYmRj802rRpU/Hhhx+K8+fPCyGEUKlUYuvWrWLAgAHC0dFR+Pv7i0mTJokHDx7o9x83bpywt7cXGo3moWyeO3euUUiVg4ODfmTuxx9/fKi6dZSHR67IJbrKA0mSRGnYpdFo2L17N7/99hubN2+mYcOGWFlZcfbsWSpXrkzVqlUJCQlh+/bteHp6EhISwsKFC/Hz8yM2NhaFQsHhw4dp0qQJZ8+eBSAgIECf0apSqR7p0h/h4eEEBwc/svYeF+R+Mc3j3i9DuxYMRlamWj4Pl8op7xqits/7v9/A/WzZ0BHbjLy6dPUa7mNp2+b2sQRD2zZus6ZD27142Xcq8JmunYiTI5GcKlGtz/yc7Y6lcw2fWO8Ii6MLTqwKoEwz7CtFoZ8ZonIUHF5kelqIx4mS/I7Cw8NZunQpO3bsIDAwkDfffJPQ0NAnah654vTLxx9/zIcffsiFCxf0WdrPPvss9evXZ/ny5TRq1Ijhw4czbNgwk9Px6Lx4jo6OJbZXpVJhb29Pr169+PHHHzl16hRNmzZlzZo1LFy4kAsXLpRKhnFpXXdz55i06ISxfujWKjBWVlb07t2b3r17k5mZyfbt2zl8+DAqlYpDhw5x6dIlUlNTCQ0NZfv27Sxbtozu3btz9OhRnJ2dGTVqFIcPH+bs2bM4OzuTlpbG1atX8fX1JSgo6JGKOBmZikLI0Gy9qDAnIpRpkl786P4aiieT+1ggqIriYfY1FGu6ekwJuIcVb2As0nQ821uFQmENGTnvdf2lthd6Oxo1/i/7dzbBs+GrOHg0BnIEr7nvIlNpLIrtVCWPqlE5aY3EnK5dU4IuaLLaaL/SIL+QBCqcYAwODiY4OBi1Ws22bduYMWMGixYtYs6cOSZXIXhSUalUbNy4kQ8//JC2bdvqs07DwsIYP348I0aMICIiglq1apmt52EEnA6lUqkb8ePChQtMmDCBy5cvAznTlAQEBPDll18yaNCgh27rUfNECzlD7OzsGDBgABMmTOCFF15g3bp1/P333wwfPhyAn3/+mX///ZcWLVrwyiuvEBERwZQpU5g4cSIxMTHMnz+ff/75h2effZbLly9z//59hg4dyvfff09UVBTZ2dn4+/vj6upazkcqI1OQyiuTUaYrUKYXvNnaqRSFelUM0d1AVfW0JrfnR3+DL4YXDcyLpJIKKNsMSS+cJC0mvXH5KSsBZw6FIueSrLPVlPB1yfKgrv80bh+ZS71+P6JMVeSIqzSpgJjLL+CK2l4YKkdhdI7kF3O6MpAn6EzZUxroBKFh+4aCsTQoLWFoa2tLaGgo/fr1Y+XKlQwZMoQXX3yRuXPnPlHeOUOOHz9O586dycjI0G9zcHBg165dJCQkULVqVY4cOQLAwoULqVy58iO1Lz4+noYNGwLwf//3f4SGhuLr60t8fDyDBg1i//79uLu789xzz9GoUaNHaltJeWqEHOS4KgcNGsSGDRto2LAhr7zyiv6zAwcOkJCQQM2aNVmxYgXNmjXjxIkT1K5dm99//506derg4+ODu7s7CQkJ3L9/n/j4eJo1a8aVK1f09cydO5fp06eXw9HJPMko/4zD1i7nBman1ABgb6cxWTYj04pMlRUfpWTTdUtCjoDDymRZU56ZwjwshXlUTN3UTWHOG2fKO2UOw/JFefnMlbNEZJa2981Se/PvZ4iv5/+x68JcxJ1rSNVqmxVzliIkQaZSW6i3zhIxpysHBc8fnY0VGZ19zWfkLQk5ppHgDYP3lvTvhfeNl/aytrZm9OjRDBw4kJ49e/LGG2/w5ZdfPpFibt26dWRkZPD6668zcOBAAgIC9B43Z2dnADp16sTVq1cfuYgD8PDw4MaNG3h7exv1v7+/P+Hh4WzYsIGbN2/SuHFjzpw5Q5MmTR65jcXlqRJyAF999RVDhgxhxowZLFy4kNWrV9OsWTOUSiXbt28nISGB2bNn68vPnDkTIQRRUVHUr1+f/fv369X8X3/9xfz585k2bRoAw4YN4/XXXy+X45Kp+Hh9kwqAMl0y6QVTOQq9p0TlkDt06aAl0T0LWyWoMxXY2mnJVFlhp9SQkWlVQMzpRJw6M18cU643Lv9N2pQnzpRdZssXEjNlOKxaHPFiCYXVZ+nQrDlvmzJV0v+fX0gVdRymyhcmxgyHTYuLjY0LtetP5dKhSTTp+QeZTpgUc3YqRbG9b7ryloh8cyLelOApTTFnWI8lDxIPg9Bmg2RFpgVr3mcqtdRdYJyZqfs9gy3aYRsJWzSAlZEfUql73kO/nUpRQAA+jixYsIAFCxaYLWNlZUXt2rUfjUEm8PHxMbk9ICCA9957j5MnT/LNN99Qp06dR2xZyXjqhJwkSXTs2JF9+/bxzTff8Morr3DkyBE2b97M3LlzsbKywtramh49elC1alU+/fRTxo4dy8svv8ymTZto0KABN27c0K+bp1tU2dnZmbVr17J27Vp5/cSnhAb/yShU9GQqtagcBCoHg5uWQ46gyl/WFLohUGV6jict0T1L/5mhmNOhE3CQI/jUKgVStoQyS4Eyw8rkkKqhDeaGVi0Rb4bl8sfFgfmhQnPbi4OlQ7iKInSEykmQXEWr/99U/absNSXICttWGsdbJ2Aad/dsIjbyO2oEjMnxmJWSmAPzgs4QU0Od5igLz1z++koi7AqzSatRc2aeM9UHr8C12Qtm6zDVz3kiLgeFgxuVxq4l7tO22HYYhqOypn7fBv/JG47M+z0VIpRz7Y347OGn5JCB6Oho7t27x7Zt29iwYQMKhYKuXbsyaNAgpk+fXqG9p0+dkNMhSRLjxo1j//791K5dm5SUFKytrXn11VeJiIjgwIEDuLu789FHHzFixAhOnz7N/Pnz+eKLL/Dx8aFdu3Y0aNCA8ePHExsbS1xcHAsXLuTgwYN697HM44XuKVonwFT2xt4uZYYVKnsNygwr3OKtsDMxDaNOwOXUY1yHTlCZuzEafqYXgwZ1qHM/14k5nXiDHAGnuG+NQ4YVldMVWHlIuCXY6I8pB8tuzuYo6iZZmDdMmSqVeIjRElROwsibVhhaA/NNldXZqHISRkLX0GOXX4yVxKtmCfntMxSTDum2NGnzP47+FYxnncHgWCm3TOmJOTAt6Ew9ABRH0JX1MKulw/2G5QtDaDIBsKtS32wdxelfKzcvHIPHkrx+BlavrQZyHt50Q9tFxawa2qsbBlamKowSjApj+89P7W3fLCEhIURFRenfS5LEiRMnOHHiBK+88grVqlUrR+vM81R/o5IksWbNGoYMGcKOHTvo0KED9erV44svviAyMpKxY8cSGRlJdnY2ly5dYuzYsSQlJTFs2DAOHTrEsGHDABgxYgTdunXTZ73KVBwMg/xNiSQjcjPPdQLM0JumTFcUEHb5SXLXGHnhdOWVGTliyy3eyuxF2pw3T5muMHqff+hUrVLkHGeGlZHXz1Is8czpy5q46SlTFSZiqATmskAt8UwVd2jT0ng2S8olVjX8vgt+bzr7SyLiLDl2Uzbm3+ZEAxyd/Um+dwx3u94FvLy2yVkkp/2LKvY0WfevoFElg7MbVm41UNZph42nv8WehtIWdPrkmTISdJaKuaLal+ydqf9hAgqb0h32dOr5Bvc+akbWzbPY+BjHYel+S5b2IVj224WcrHN9O4Vkn6uctE+dp+/SpUskJCRgZWVFamoqPj4+vPTSS/Tv3x9PT8/yNs8sT7WQgxwxZ29vz9tvv83y5cs5d+4cycnJvPPOO/z+++80b96cSpUqkZCQgEqlon379gQHB5OQkMDp06c5ePAgWVlZxMfH0717d9q1a0e7du2oV68evr6+Fdod+zhTeWWy/v9ZTlr6/PIAbeXsAuUU9tYFhI3p4Y888aVy0OLkmo1hOExq7k9FV5edSoHb3TxvWGJVTUHxlSvglOkKXO9bFZiLS3cDMbyIFvVUb5vvc7VKgVuCDQ4GtplD5SD0T/6G6G7OpuLhCouRs3Q+sQI2GAi8ooZc81Pc8sWp09C+xKp5303BpI+C9j8MDxMrdzdmM2lp0Ti4+pFhn0XavbOk3TtJ2r0IUhIiUMVfwM6tNvZVm2FX2Q8rj6po0hPIij5G0q55YGuPU/MhODYfgvC2rM2yEHRFianiPGgY7VdMz1xhlKaI018jHOywaTcE1ZktOLs3BfL6tKgYRN0249+j8f9FPawUNYWQoafPeL8c+8c0Erw3WV3hpn55GNzd3YGcbOOePXty6NAhdu7cyapVq/jyyy+pX9+8V7a8eOqFHEBWVhYfffQRb7/9NqGhobRv3x6AGTNm8Mknn7Bq1Sr8/f2ZM2cOo0ePpkGDBrzwwgvs3r2b5s2bc+XKFVxcXIiMjCQqKopffvmFyMhIDhw4oK9LxnJ0SQH5MfJ02edt0wot1m450w/o4sNMeacMxYuhN85QfOlEnC7+zHDoUocyXWHyhqX7LO9/yejCbHjBVDnmeXtKOuSlE3H52y0Kw2PXxc4Z2mDJsKtuGMd8mcI/z++tKy6lEWemthdGok2H0c2xmMLhYWwxpMjhYW0WZ4+O4s7NnwE4+lvOJKv2lRviVO0ZHKs0o0qDl3HwCMTKxjG3TuPjFEKQmHiC5DM/c2dZP9QfTefe6iXYeNbHxsMXG8/62HoFIlnZmLTBVIZrYYLuYcSc8e+mkGF7M99TSZMiipP9W9hvuIDXPx/WNZuQffQPAFwTTGeWm6JgRnDR0+nobco/XG9wbSpJrGHzGSpUjoKkygZhJAbXPl3fXHnr4eeCe1Q4ODiwc+dOANRqNYsWLaJt27bs37+/Qk5JIgs5YMWKFaxYsQIHBwd++uknrK2t9RMQvvjii8yYMYPdu3dz8OBBPvroI3x9fbl8+TKtW7fG2tqa27dvc+LECSZOnMj06dN5//33admyJe+//z5vv/02wcHBpTKh4ZOALg4t/4+8qAtefnSCy9tVjU2MwM1VTUZmXramoejTiZ3C6tGVUzlo9R6v/IkDOqFkmDhg6FHLOw6tSQ9cYeS/ARjG1+ns0r039MYZ2WSRJy7fBTpd10+5N14TyRBF3chMeav09RdTpJnzRpmbmPdh0XsljG5gubFGaXk31rJo29QxWzo0nKm6Q/yd7fjUfQ2/xrO5c2s91XyGoHXPN52DOuelS4QwbktLpUqtqRTcGtH5C5SV/8bFzwl1fBSq8ztIjPsv2QlXsXKtgW1Vf5xaDsMhcIDRKENhCRH5vbimxJSlQ6qWTKlSVGa1vpylw6259Qmthsy4SO4fOomTfwhaVSLKGi2MypZUxAHYu/mRGBdd6MNTSR6YijtdTnFFnG67pM17r3LUoEyXDEYlFICx0DfM5NWFmORvozy9e+vWrWPYsGFs376d3r1767fb2toyYcIE/vOf/+DkZEHacjkgCzkwWpaje/fujBgxgqlTp3L9+nWaN2/OpEmTWLJkCbGxsUycOJH333+fsLAwPvvsMzIyMjh37hx169bl7NmzvPTSSwQEBHDy5ElcXV2ZOnUqDRs2ZO3ataWy/EdFpvkMVV6gteHM705affwYDjqxk88D4VDwYmhKoORMxaHF3TULN5ccL5ykyKvL2TULXHOEmFqZI8JUGVp99mdOWwXj2Ey1X8AeAw9f/uHQRI+8p9Gc45PIVOY9Zef0h/kZ+POLOKO20xWoKDi0ai5uT6somHChOw5dG6YEXVHTTxh5W0zcQC0VPYVlhJr6XPfe3AoRJRl2VaZKRiLH1GoU5mLViprGpLDjMRU7WBzsHXzoPjBB/76m79icf0w7swsMtZkSdlaSHbWqD0fll3eOpdukkZV0E1XsaRJ2zyX5wDe49ZqJfb2ORvsWd8qSsqQoUWc45GvKFsP9tepURHYm1i7VubfjXVIvbKH+B/dQ2DmV2JNuiGTrgFCbXqzdUu9hcbzb5pegs0xg6z4Xipz/LV1RJP81xvBBSUfQZLXZ9ssybm/Pnj1ATtIDwPDhw6levTpVqlRBqVSSmJiIl5dXmbX/MMhCLh9Vq1ZlxYoVjBkzhqCgIF5//XX8/Py4f/8+8+bNo0GDBlSpUoVXX32VKVOmUL16dc6fP09AQACbNm1iwIABJCYmUrduXSRJ4vLlyygUCp599ll27tyJlZXl7vOKRoP/ZJBUWUOiexbaytn6CWp1XqtqPnZUvWmdI9oMbvgqR5F7gc9LMDCcTkNHAa+RfZ4XDHJEi61Si7NrFvZ2GjIzc7YLrWQ0p5qdnYZMO6ucKTnsrEhXalHZW+OWYGPkeSpKxOX3xuXZKdCLMhMZrsoMKxI9NLn7afTHboqisgl1mbJ6m1QKbJU53jndFKU6L6DhPvmPsTBMCTpTw606W/X7mXl6N5dpaSklETfFnVvONiNnfjuXuII3TENvmTnRZXgTVTkJ40xXp8IzCMtqhQhz7Zkd6jYUP4YCwskRHAKwa+qPS+NBJJ1ZS/wvE1A4VMK5zUgcm4Ri5ZDnBSyOoCsOJZ3oOP8+hYVEFIaV0hVl9Sa4NG4LkhWajCTu7fmElH/W4zliNcrabYptkyEiOwuFwvRSj6UV35dXX9HD0oZT2BQHw2uF4QoyhuLN8Nqrj8k1EUeZv33D8yZostrogVH3gGL48FTSrNzvvvuOd999ly1btjB16lR+/PFHAPr27Yu3tzdLlizB2rpiSqaKaVUFoG3btoSEhFCnTh2SkpKoU6cOAQEBhIWF8frrr6PRaPD29mbevHmMGDGCyZMnY2NjQ7du3QDYu3cv1tbWTJ48me+//55Lly7RsmVL3nrrLYYPH14hkyAM5zByu2ul96TpyX0YUmZYoboPqbnDfbZ2Oa/7Si2J7ta5niuBMs3aKBNTR1ECSud1UmGcLapy0OJkZ7xPRqYV2RqJTFWekNMJPEO0lbO5kyt4dOIof/u6YzGFoTjKscV4ihFDQaS3114D7nmePCMRmW/YpdB53goZWjW0GUCb+1etUuiFnVAIMKHj8mfT6uo3JeYM0cVEmbs5mjyGIoZGLRV6pualM0V+QZe/fYXWvOApDpbEI5nyzKkchdFNrLjeTHPtmbKvyHjFNCmnX/LHXqVZ5X7fWsAGqcUIXJu9SFrULh6c+ZEH2z7Crft0XDqMRVLknU/mYi6LK+hKc5kvc946U+0IrRatOp2EfQuI2/UBABnX9mNfuyN3vhuAc5tXUMeew7Z6I9wHfG6RDUZxu2n3Udi7leRQygx9yIiJ8zOHgkLP8IFUFx+X/31RbRoncJj3Dhb4TRl8d11GZxmVM3y4Kmrotl69ekyZMgV/f3+9Zy4tLWdIuGfPnhXyvg2ykDPLN998Q9u2balRowYdO+YMJURFRTFjxgyaNGmCo6MjrVu3Rq1WY2NjQ3JyMjExMVy8eJHnnnuOnTt38tNPPzFr1izat29PSEgIH374IceOHaNdu3bY29szYMCAR3pyKLYkFNimTwyonCc2EqsalzEV76FMV2BtkBhgp9SQaadFdds2L37LxJN0fi8T5AgStamn+HzeJh2JSTk/SHWmAiFy/t67Z97tbqvUolVqSScnu9UWCgg3O6UGe7ucVRNyjidniDZRpdWLNHMeL1PiVOWgRWmvQOlgZXKfnPqMj1E3hKyzzzAyQ+cp1B+XwTHovaRKBSJDoLIpfMg6vxfREjFXluRfIL6oodfCKCr7U2vmnqJr15I54kzZlH+byaFXAxEHupuVZevdlhbF6U9dvGCeoLPG3rsPTv4hqOOjiNk4FtXVQ1R5cTkKm4K/QVMe56IeCEoj0cCwLVMU1YbQZBM9vz7qD6cRt+sDJGslIjvHD1617xcITSbXl3YGJLLio42EnKUxv1lXj2FbrWGB7fmH+kvDg2tYj+H/pb0ebs4ohUbvhSuQietoul2VoyY3njKfh85MHK7OG6e7z5jMMjf4vekycQs7Zt3KGr169eLIkSNs3LiRuXPnEh4ejkql4ocffihOVzwyZCFnhlq1ahEeHs7nn3/OiBEjgJwFd6Ojo1m1ahWTJk3SLwx84MABmjZtynPPPUezZs1o1qwZR44cITAwkGHDhlGzZk1CQkJo1KgRH330EYsXLwYgKSkJZ2dnDh48iBBCLxhLimFAaaKHpqBoMBAMpkWHztOkwfW+lf7JytBVrrvZJ7pn4UTOmp92Om+YnRWJQKKuPaMAWAp4wgy9TPk9TjpxZ1g+Ncma1CTj01ZoC/7QFfet9fsZCiI7pUafyJA/M1Un4uzyHU9GphUp2BQ6lJlznIpCPYw6THkB889Pp7LXoK2cjXvu8DHkeB0N7SwMw5Ue7JQaJBU4uWYbzTln6LHTt6nzJuYTcwXqN3FDNHXzLXSePBPeKXNetrJIMDBni6l2daJOZ5s5mwy9X4nVtPobCxjHDxoLI4w+f9hs3sIobNjZUDRLGvNDwfk9Jco0CaV9faxf2cbt3/6Pu98NwPOVtUZDrYVhatje0lir4lLYvkV5ibRZ6Vg5eKCwd8POqyWZsScB8Og6k2tL2uYUslZCtopKPd4rtl1aVQrpB3/Ae/BKoGD8qeE5YQqj8BUTXm9TnmBTU5QUNmytP3dTTdWnyEt2KGx/g6mOdN+vMk3Sj/YU1qalyR2GoQyG9RU2/15h0y85oLQAACAASURBVDwZeg8rr0w2uE77Yu0/AKnFIQBWrlxJq1at2Lx5M6GhoYwfP96snY8SWcgVgb+/P8uXL9e/f+edd5g7dy59+/YlODhYn4ocFBSEi4sLs2fPJiwsjG3bttG4cWMePHhArVq1WLBgAb/++itpaWmMGzeOMWPGsG/fPoYPH86+fftISkqiXbt2HDx4sEib6i5II7ZpOj4+OaJNN5SYmGRLqr8uFkyhFwWQI2wMh/hUDoJEcmLdVOTezHOm0DFYDUBrVN4QZbpCX16HvW2OkHBzVYOrmnv3lDjE5MV/GM7RZg5DsZU/Ds+off0OxvurVQqUFBRXRp7DfKLIUMTpjkNHRqZVAc+dTtTZGgxpFkWh3joDMaetnK2PATREt36qrh3DIWK1QbyiKWzttAUmEM5vi8pBayTicvouzytXnJUgLLkYQ+Gxa+aETHHnXDPlWROKwmPgCrMxfx26us156wqdKqOIZIrSiDE0Z3dh5c0tXZb/pm8YGO+QqcTr+ZXE7ZrJrc8CsavZCluf5kg+AVh7NcTaq6F+2LUwL6+5eMyyokhxqHSiyqif0Kr/1os4hZ0L8X99CoBkY0+1sduxdq2OtVsN411NXDMN0TyI4cH3I3Dw64q9zzMF5me06Pdjblm9fN+/Lh7U7PmaK4r03kATiTOG9eaEKOStIgIK7FT5V7fJu4YUbyjdxEiC/pwz8CrmE3H591emWRk9OBWVnKEfdcm9d2R7+GE77zc0f/xA9ql9TJr+PqQns/vQMaYdTMG23VAcFB7EjivfbFZZyBWTxo0b64Mg09LSaNeuHadPn+aVV14hLCyMjh07MnbsWOLi4vjyyy9ZsWIF06dP5/Dhw7Rp04Zbt25Rv359OnTogJOTE6mpqbRv3579+/eTmJhIcnKyfp1W5Z9xqFUKFOsXoNn9C199+S1vzFDpBZROwOm8R1U9M3BztSLR1ZY7uV4rXUSA/kZtr8iL28qwIlGV57XSkeieZTT8phsSzBt20+pP9ux0WxLJEW/2thpcHLPAMS9G4ZbBXGemMPQiAUYCJr/Y0nnoDKcCKSqYHwqKLFOeODcXdQEBlx9n1yz9fqaEk375LFMeQFfj4VEoKE4LiwFMSbLJmxsvd7vhsVsiIk1hanLhgmJTV7flN1pLpyQp1NNgxitleCOyZFoScwJGNxedufZMJUjkf1/ozbGYsYOW9kdxJnstYFMRorAoWwrDPsOKmh3nULnjm2RcP0Ra/FmyIraRsn0e2pR4bP06YBcQTFb9TlhXK3w1icISbcxh6TBmSUIF0i/uAo+8/bTqFOzrdyPj0p6cZIdarYpsL799mRfDSfxhNK7tx1Gz6TtIBh6k4jwAgenvqTgZ0YUN/es/N/Ak65KCbDMklKm5HlwDkaRMzQsTsFNhog7TE4hbOrSbF7uXKyBzhZlRHLee3FGjqhqjidsNl6yDnPPMOEFHixs2eSNIuX8VnZ/F2k6JiDqLZtuPIIHq76VkHv6BpJDROL9RC6d63bHPtOVNby2vGoyMPYr582Qh9xDoYuQOHTpEWFgYixcvpm7dumi1WqpUqcJnn31Gw4YNmTdvHi+99BLHjx/n6NGjtG/fnpdeeonExEQOvfMZF2xscT20iwtTJ+A9egxVP52bK9KUOLlmk/LDHBRtepBlK4hsloEywwqHGDsS7bQ53i8D7Ow0ekGXYRj0bzAlB2AUJ5ZfCOgyIo3EnMGUFfmTFZS3c8ScnZ0GGxstSptsVFnW2NlpcK+aSQI5Xj5lhhVuCTYk5j7t5BcShqLO3k5TwCsFuV5HCq7WYOSpMrDNqEymQr9GqWGb+iFMdcGhy8zcbFhDW3QxdPmxtdMW6tkzrFsnwHVZtWpljl3uhrZkWhXwwhn1g0EMnSmBaMo2dabCZMKEKQy/8/zeOaNy+ouwwZQODzElib5eM6KmJFgiDPOX07VV1PqwpsScYUadIZYsu1UUDxMvZemcfCWJy1KmKlBSFVWtAVSpNSCnPUdBWmYMqst/k3H5bx78uQitKhkb7ybY1GiMXaOe2Pp31nvsTMfimjjvijnvZFH7FCbyXDuMw7bGYaqN3YZWlYyyThBWju5k2GYiWduC6ZlDTNatchBkHP+V5F+n4zn8B6pV6mpRLJjZui18ADEXb2pqgmDDsspUSX/e5/fIud1RFBprV3BFFK3e26hMs9LXlVhVa9JTZm46FMM5PM3Nhakro78OmYnDzAsd0M2Dl/PAnOieBbYe0OlF6PQitkMmYONsi7KKM+lLPycj7G1SAcVnx5HcAgq0bxjupMNOpdDH45UGspB7CIQQtG7dmldffZWoqCjeeOMNJk6cyPDhw1m9ejXZ2dmsWbOG8+fP895772Hl7ESDFwaicXXgl8izOAS1p1pVLVlZaugVTJKfLxn7/sLeNmdqDZ0HKAWwa9gARcYDbOJ2oGjTCUmSyFbliDU35zwxZygYDGPXABKx1YuZ/Bh6k/R/DTM8DTId82dwKjOsUN225WamAk9P1f+z997xklR1+v+7qjrf0D33ztw7ORFmGBAQyUmCYEBAxRVkUXFXJAgGVnARFBEwi4phRVQUw5pWF9xdBBVRSZIkwxAnMvfemXunb+zqUFW/P6pP9anTp6q7L4P7xd8+r9e85nZX1TmnqqtOPecTnk8TienO15jJuJhjiWB/aGRaymQK0Ls36+cliGtQMqtkYVkGGR15aRUELfUrWzdlogVoCaX6XZRbthVkd6+un8C1bJshyZd+iTCqKJctPxnE1pM6IWHSCqFkCEVvrtn1IfT1lJhMJV6lXYIQK/nRJDbbmpzIbbhms5VLts61A/k8dFUm1Jg6XZB5u3iphJBn264cExVXPsr/GzLdi2H5P2LvfioA0+XNVIYeo7LxASZvuAx3eozef/gsmT3foB/rLEhbp4jrw7NMjD0PwwKqQBUPo+7raDcpqDb+AhM/uoTyhvtY+q4bKfTuHWmFi7tH2kmwmS10ZE+QuKjnsTi/QaiCYzskpIVhE3vaCNU2FoSv00QMfYa0T8xEP41ki/BcNd7vkB+16vp2DmBKC9nGfGcMLMJMuxiWQ+6cfyXz1ney/U0HM/30rzAPuyA2mUqgnHEjCR7QMcn7PyL3IjA1NcVpp50WfN5zzz3Zdvh+/PBr3+HB97+XmXVbeO6mm4Lt6cF+Fp54JEO/uoXEwFwKrzuGLV/5Bgs+cA5erUZl02bwXDyn8YIulS3MvrmUrrsab6+VTHzwgwD03/4ckAte/smkS7VqUi5bTdYi0Va2rq8mv9yFdIgciya+r/TVAtcrSPEDkltP/tscS7DJzgWWItnCJrcXV4lAR0wEiVNlRWRCKWvNCcQRlkK+0tRXuWyF+hCWN5XQtUvYipOp0G8hV4uA5ozZpt9NuX4y2Qt+0wjCm844MN5yiCGoUiagWmsbfwudvEYyS/1+UF5q5QyB60NVc49X4G8mb1px17h4lw5KFWWmol2k0GyJm5inuKUjxIhfjOtrR+rvtSO43OoFNNvsyQaxq1+zrkV0LVtEedVrKLzmQsY3/Ynx689k5q4f0n3sB0mt2N8fXy4893SKuOSj2bQX3U80mXPL04zf9iUm7vgWPQf+EyuP+gZdlZ5I4eZgfJpr3U5GdNS2VveZTOxlC5z47LtN/XbEvS7fL7rYyXAfilt1Sm2/2YIdfKchdLIFLz+mKaMYImw+mbOnw/1kpn3Rdmj8huP9TkPjTiOmrr5PDMPAGlxE7uyPMPO1Kyntfhxub3hh0IlLX7h5dSQvDv9H5GaJ4yYfBGDFuafx/Nd+iJFM8PDDD5MujgGQrE1ROOiV7LPxKdxKhS2XXc7w9T8l1VfAHhkj4cDjR70eXA+mx3HLZZJz52A/8zwbznwvO3//WkRZ+N73nEvxc5/Aq/nu0IXfuZ5JN0chXwmscRPTSYoTKUaH074syIJKQATEyz6b8glicSLF5HgScywR0oKDZnIhQyROyORO68K0fXegsP7Jkh7ltEVtxl/NmmMJKkqh++J4inTGoUjDyiXI6eR4Mmg/KmtU1UbTkTk1Lk+FjkzK32dTvgsZoFo1Q3+XKlbDIobeIqaDcKOmNO7yOJQqViyplH9P2U0rXxeVdKuxiVK4S9PqNMqSoa9S0SB/USV6omB3u02yBPI2/39CJDHq5eVZXpNFqtWLTtRlVfdVX0jyfuExxhOsuJf2jihR1q4Frp2KFa0QTdDVeEv/88DcI+j5l3vZesuljH7+aFI7H4JrehiF+Ri5XiiXmBzdgDszDpUS7tgLWItWYy1cjZGfhzlvOWZhAZ49hdm/mOTqQ1ufZwTJmy3BU58DtzSOc/d/Urz1KtJL9mHFOXfRk1wamU0pVxQJxtIBUYtDO5VOdMkxqiVOhnaBEmFBUxdugkyp6N1qkpnSL3zkZ68dK52qXyoI2/ypRKiNhgVPTf5q7iNUIlGa151nH2fma1eSPv5kzCd+jtu7B1sufjuJw04h8bozYNECUhs2YHT3Y3b5moGt7rNO4zn/j8i1wEkz90Vs8S/dinPfwZJ3vYXH//ULbPv9nZQ3bia1eCFPvvv9pBfOp/egfZl79jnk3/xm7CfX8td3XciyM0/hhZ/fBK5Hav487IcfwkylKK/fxK7Xfon8IQcEOq7ZsafZ+LlPBL0uven3zPSvJk04rksmceDfaDLRE/uKmK9ROw0SiWtFbqDxwleteqpbVv5OtiJl037gv9tXC7Jo7TGoERYXFkRCV+9UDUIF8ExPOzEHD0tE9mq5bIWIohhjiKilHIqTqYDE9XZVKeTKQVt2VSY9CUoVn8TJpClOaDi4XhKJk4mkaiFUv0+nHW1sH0DC8ppIYdPYNL+9mtUrV5GABplrZTHRVe/wYdYteBZRFS9AHyOjK/+mQzuZs524O8XkXxx0gpdDftQi09XIMJyNtUoQrE4sKLo2BHaU5lionFenMXyzqOCQqWWZ+eM1AMw58kKqXUnc4gu49hRGMo11wHKq/b0YVgpzzgKczU/gbHkab2IEZ+Oj1B75PUa2h9pTd+HVKmAlSO5xNJnXvx9rwS7tj10zj4hSd9D6BVzd/BjTt34N+683kt3pcBac8DX65x/pHxuzaGm4qnecG10mcHFkrt0McLFvXKk51TJXGI4+Z0EU5fbiSu81yJw073ScMCGPXcTDESoXFljyYhLpxHzuPPs4M+8+CgCvbGOYFmZXFwNXfYOR955K7carASjPmYtnl0ie8A5qp13h64rKHiVt9aD28X9Ero6TZu4jYzX/cJn6tbYdxa1n1S1JCwcA2P9XX2fr7+/iobM+TnXrNrp32ZexP9xO8Q+3kxqYR98bXsPcG3/MX3bal50veA87nf9ubl31WipDW3Ftm0P++GMeOPV8Mj0pkn0FnCoMFEps+f4vgz7Ty5eRX7WMVKUSkA9h+QE/Fm2KRKAd5sfP+duKkymK4ykGB0q+BWcpWgFdVbtMQH7hpzNOU+ansMKpENvVBIE4S558PuJ7mcQJYiRqqbpO+KGT99ORKZmk6NzQImHDR4J5fQ0aI5M4ALvaeIQmppMMj2S1JC6OKIssWEHiVAubzgXcCmrMYTD+fKWRZFEn42Xb0pI5GeJ6F223SXYGCCYmO0ck4Q7tPyO0m8ymybihO+U0rfJFAfaGREIbL8cWWbTtkrjooGv9GHRjj2q/HetgO4Qqbp/ZZLK2KusU9wLV6oRJQeoyPM+lsN8/M/CGz2Em6/FBc/W1OvGAhQf6/1AWdRUbb2oUr1amctcvmPzUa+n+wE9J7Lxf5Dg7gbp48aplyk/9icoTv8d+7Ld4lRl69z+dxec/hpXr78jq3NE4IiysraxvKmnrpC6xvH/cIkhXr1g9XpeFHUUom63VOnkUvaxIqKxgfSEmJFPkbFfhIWgH8qK8dsctAHT99B6yK3wJGmvbYxgTNaj6i+jM4UfTdeW38Mo22//hcLJHnUhpoX8/BiFBGn3RTvD/SyKnWtkylhMQtihkLKeJzKmYd/RBLD39LTzz2W8x9gdfRLB3v73YftMtDH33h+x+w48wLAunVCa3bCHHbfgtv1lzIrXiJLXnn2e3C0/nicu/zOLRIrmdlmKPjvDCtT8GYLdPf5hk3s9PFCRudNgXUOuWqivI8VeT48lIEdl02mFgwGZkJBOyrsnWM9BrrkUF5cuJFPLfZTucgRmU4JJWubJESWDxUQhBk2BwPbbPKHq4fbWg7W6ZOOXjx11SLF6CRAmCVq361yaZdAMSJ7JyhTVuYjoZuFPVc1Rj23TZrsJqJpO4pKYiA+gzazuBSgrlTF4d2ZQJeyrtBgk4MkQ2tFz9ohPYXV6T3ETjsxmSBxCWtqg6lHoLXXg/JxFNQOIy7/yMXKc5oDoiHqhZuT7aSii/GHeUVa1dRJGCtpJSFLLaTo1OXdk+SDL/xK8GbTbatyQ3WLMsiSxQ7iOH3ecvULMnXog5bxkzP72E3otvbh6H5j5VE7lUeE4NZ/1D1NbewdTaO6k9dTeJBatIrzmGwru+Rc/cfchUEsF5tEvi4lyrreIsZXRiXRNQtRk7JXetSJu6TQj5RqFVaMJsKoCoLtbgeEkAf7yv4dLMzBgUaOipykRLDhlKv/c8yu/049Ynx0168lU8p8bwKX7izsB1P8fd/WB/fu3N0PexTzP20dNJHn8a1RV7UUr0YN58Hd6Df8JYuBz3MzeTLScZe1cvRgd6w3/XRO4fy38J/taRMJ0FLg7tkLldPnoWqXl9PHXlv2Fl0gy++XUsfu8/8sS5l/DgYcdhmAa9A90krBr0Fzhx+I94nodhGDjVKqP3PMLkH25j/ecfA9ejvG07c444iMyp76Hy2Aaeera3Ie6rqRTQk68GL+VKuRGnJsja8Eg2sPwIt6ts1ZOLz6v/60iIjhypEH0HsW0zZuDWVbXLgnTvOnTkDcIWI8vygmxZFXHJHwLydpUolSqWr41Hw41anEkH5E1uIyDRGhIn+pSzYtOSG7dhAQxb+WRCJ0il6K9JNLjuKtZZ8IJKFW1Y86IQxFzG3A8qmmIZSxaFbVZoBTze70RKCMgvbnkyFha7UNuRJCnaktbqpaCSlHbqc4KeZHbkatxBZK7dduxuL4gd3FHQVq5o8eJVNcfUay5cYDpy17iHGsHqgC8T0u6YlRJ8ArX1DzP91X/EndqOOXcJyVWH0PWqU0idfDVdyQXR7cluwAhSp8p9NG3fAe7WOPkRAZXAhclX85isWmvS1yB54TZ0saRqLFxo/Jpkh8ZxZrDIikPDXRmT0CB5G4SAPtSNC1JbslWuaQFsGBQ+egXWiafjGkbIEGIcehyZS+fi3HMbzn99D2NmCmv3V9L9o1uYuPIijPOPonbEu7g5v2fsuaj4uyFyMmnToVPS1qodQegyVg3baVxGwzBY/t6TGTjmEIoPPMaCN70Gw3J45TWfoPzo46QH5pDozoXaNAwD20nwzFXf59mv/4TFbz2WNz35S+4857M46W76P/wRJku+9S2VdpmSVgiZGZNKxiSdcVi6YJpMssbkTIriZIpyuhFjJpesEghlOEoQCQdRJE0mEYWeCoUev61hO9sU3C/csOJmlh8G1RWrVheQ95EJnRpHZo15kdasasohnQ5PzCqZKfSG48jEdcmmHAYKfgk23wKXCLlPBdpJFAmNratKJlkjk6xneibDCR92VVgFrRCpk9uJOhcZhukFxFElnUDLpAqZqMn3iJqJq4thVBHU81VjQdQJup49Jgt2iu/le17UcgwTwHj3iHiRGi6BvIE6BpX0RVnoWhGSKIthy3ZjgrlnozP2Ulj2mrILZyETAeHSSLKVs5Wkif+58VsJcpe2vdD9kp42mLjparJvvbTjsanwJrfhbttA9uTLKbzat8DIiw61nqgO6j3xt6ytGx6H3gIbRfBUEtap+9ZHWK4nkrC1SeDClRycujZdRLJFXR9OZNaLLPuoSjvy36lFDfknXbKD+u4s2xaOl8B53XtwyuGkiODv3Q7F2O3QQMPVzLjMANnP/hDnrt/y9qdu43Wvu7BpbHFoi8gZhrEOX87MAWqe5+0rbfsw8Hlgnud52wzDMIHvATsDZ3ie95hhGEcAfwBO8Dzv1/Xj/gv4gud5t3U0Yhqu0R1FzmSkTY1Vx9Vb82QyB4QIXW7FYnIrFte3+duze6+K7Ddj1bC8KoPHHMQ+nzwTgJHf/4U9v3UFZpeJM9NwdYaQDycUZJIOkxF9FEaT2FmHbWPd2DmX/kHfVSgTNlEsXvwdhVLZotBbCWRP5LHJpmcB8beuXBT4khc6ceKg3Fh95VTpqzURTVFrNSqDs4ngdYXdgzKpksmTSrBEZrAgQEK0NwrqbyX6F/2p7cvjkaGSuU6hxt0Vegj9bqAXLFbvC2jE06mJKNDs/larVjTgK7+HLDaal6L4W7ycZaI4G5V+8RLwzHBsm+7loMZmNfoLk0V9BYJGJlwoMaPDeLJ2saNdsdEvw/r2OF2/evyResxsEUeG1aQXuRYsuIxvvh0qFbp3fi1lNOfUwo0qI7nHUfRefieTn30j7n6nY+YKbR8bhZBQbQcZxVGIc222c5yIOZNJmxyHFuXiVYWzdYkylWzreNTo2ND4xVXUd+o2eeGnitur0C1K5fkslXEDj5eAMJa4jsHUeCJS+kp+N2YHHLxKGfueOymt34xTnMLzPBYsWMCWLVsiz0lFJ2+IIz3P2yZ/YRjGEuAYYIP09bHAX4ALgE8D/1T/fhNwMfDrDvrUJiG0imebDXQETt2mErp2XK1xUM/rlRe/O/R58LC9WXvJVSy98FyM/FyYqOL95F8pnPR20qt288ckuQ6rVTNw/4nvAmsJMLOoHFiNugkHuceRNpWsCKJWJNVkEZITIgRUF63cX1MB+7QVxLVVyiYz1CiK8lQlCzb7unVT9Zqt6YyD6/lZu6ItNVs3CoIwyaTKj39zKM6kmazLpMiSIur1UpM+4iBLlUA0QZOJXINgJgLyJUiZfO2jJFNAQ2TriIrDU9uG9lzo7VaNCPWjOUYkO8jbGrErMfdpxm2KgYEGGRSTeDXl+e7cGOKmQiZzaoxX8/6yvEad1LzIgPdONPdaIeql55rtxw7OFrO13oXG0saLPW2buI/9me41b8QwDKm6Quf3qIC1ZHdSB5/C6LfeRt87vwOZpR0d3441Tmcta/f3lY+NKx2n60MmbLoaqzLkmsWdjK1T6GJMBXTzRsiqq0mgggaZi/IeyB4DEQakeokAPzxIg8yM2VT7W0CWlkqnHRLFLWy96puMfv96AKzFSzly9a50rV7N3XffzbJly/QNafBiXatfAi4EbpC+E5oCLiDfLQ8BScMwjvE877etGhau0peCtMmII3C6fVuRuaH/+gOPX/RFcosHSeR7mHvEASQtD8MyWfbOE3DLFcb+8ghrr/o++33hg8zfe2WoPdF+acs2Bl+9L917rubhU8/Fq9aofOELjF7/AzJr1sCq3QISV7Z9V+e8vO8GHKmEXaqiZJUcKaK6ynRF5HV/i89i/ygCqBK0KKhxV3L8lehHxNEJ11xmxoRRYGOaoSVlHM9gcjwZrHT8MaWadN9UC1Q15X+eBHpylZBVTt5XECGR8SnHFAqoIr/ivEQN13YIXBwaRLNB6oRlUSWI4jvT8NquNKFeHzmWT0ZQCcNujgmUodbEDc6jriMH8fU0o0mSaMcI/S/21WV/2TknFHfpy0l4yNInet27Rhu6sbUDtYTZ7BH9kpK/a388Lw3aSXbopI0oAtzqpQ6Qmr+Gsf+6hOShbye5wC+d1Czz0Nl4s6dcSfVHH2PkkjV0v/5C5h39ce1+7cTDyVnVO0IrEBokTbaOtdtmZlIaW49sVYs+RiWLsxW4jj/ODN0T7Tx/cYlFOgHhuAStViEjQJMgfSrjJ4ap6gEZq4IzOcn0s9vZcM57qKxfH2x3Nm3ghd5unnnmGa699toWZxhGu28UD7jFMAwPuMbzvG8ZhnECsNnzvIeUAsg3Az8E3gm8V2nnivq/lkROBx2Rmi06IXDtImPVGLrh9yw45UTyB+5DbXuRbTfcRLK/wPTa53nwg58FIP+KXRh/5GmcUj0L0qy7Zt0EadPh/k9dz8OfuIbB1x7C1j/ey/zjj8JLZciu2pU9nl6L7aSaLFDz+my2P7WJZH8f0B0QoILsPpgxqdTLPMURt3agEjAIk7qp8QSF0SSTi8pkB5pJo3CNCsuZzrWnjrHYXw1kLgrb/G3zN6ZJzDUxS764sZwtq0sIgEbFhWFJhFecU6G3Qm9XNSB2sqtVJjZxQr9qvVU1mUFAJXRin7A2XTPUxIg4y5qA7NbVQR2LXKZMvYatkhxkF0Q4YLiVS1IZk0LiVPdsVFHyUNWRukte1QHz4zHDn0X9WvU8GppPDQubDJ2bV18qKDrGrnUSRcOyF+Va+t+KuVLRjs5fFHRSM6LNVi5wFdaBJ5Kf2c72a05h3sfvD+q5hsbahsyDKUnqZO0EnHQh5iP/zdRNnyMxuCtz9jhFksyJzqqW3ajtZKLuqGQX3XexYr8aEvdix6KzFEbFyQXH6KSHhMZb/ZnPj1mhZyqcHCVVk5Gyn4P2ZgwyM1a0qLlSU1y3YHWVhL1UxsW0vYDEpdMOnutSfuQhxu6+i/HrrsUpFpvaMVIpDjvwQG6++WYymQy1Wo1kMtm0XxQMz2v9AxmGsdDzvBcMwxjAJ2Hn4cfFHet53ng9hm5f1fUqHX8E8GHP895oGMYfgUuAjxARI2cYhvfdW/8r+Bz3qM1m/fdinBxx/bmewcz6F7C6clh9fQh+a3gu1dExSpuG6Vm9gspoEa9SpWenRZjKs+R5BtseeNIfZyqJW61iptNkVixjruMxnMoEMWEAluHgjG7FmZzCmfYrOGd23ZWKkcV1DKxaY1/P9H9r1/QD4QXEOE3TwzT8YhMtr4NrBPs3zr+xzXX8DYmki2XVTfFu88RhWW5w7QBMw2v6KalCYQAAIABJREFUbBjgeVCtmbiugVE2SdTAqO8zkJ5iuNKFa4KT8PASXnBOnkfQv2mEz1uMR3znuQaG6WEaHpa0n+sZOK6B5xq4nn9+usfGMBrXULQpxi8gzk93jjJE++p1UY+Ne3zn2WW2ZtKR/avteZ7Ubv1cZcj3hrgGut802L/+sBj1fcRns42HVlcuSv5ObSOqvJRnesH9Lu6jxU6JzV4OwzUw3cY9Y1nN97N8nlbN3183fnEvBv3Wr7P6vYqo9aRuvSr2Ndq4flHXOK4MV3/XFKPTMeaXWcBT+ut0Ha5eH/V4T30uNOdXG34Ks3cAMzu7uLb5iWmGal3Ktx7VDQ9i5Aqk+lYE34rf23Tifyf19zGcxjPSTq3OdmC6/hjU30Adl+k2rnPU76MbU75vimKxu+V+UfCs6MnLcIzQdtf0z8O1/N9c7kf+2zO90HzTzlxjeEbTfSTadRKe9n1pyu8H0Z/pgeexoDLD5rHtgP/ZnZ7GsEwwDDzbhlQas9CH0dWNlckEL+BXZMPE7cgjj8TzWkwgdbRlkfM874X6/yOGYfwKeDWwAhDWuMXAA4Zh7O953lCL5q7Ej5XTmwbq+N3Bc4O/46xnnVjodoQVTvQX1dbzM09z95kXc+Bvvou5aBnPXPhJNnzn58H2Yx78BX9694c56bF/J13oCaxxMkbmL6GWSLP+F7/j4U9cw+H3/hJz8XLe9sAmrlu9InCBGVNjPHrA4bglPxc0Oa+PwYs+SnrlboyM9YSyCUOlq+oWCp20h6p51kkwP8DkeNLP8Ony25ZXJrq6oDr3nUikEFUUhBWpOJNmpJhleCQbWPwK2ywumH8PX193IMOLffeZalnRyYDIEOMS41HrmJYqVmABjbLEyVa9uH5k65mcZKFCWOXsaqKpkoRdTTS5U2W3qMBZTz/DN3fZGaCpX9G2fKz6e6i/f5MIdFkvAh3AanY9xFlAIi1sUmCyiFcRlr5WQcs4jSQMkWhz5fTDXDm+X3Cc21PTytfI8aeipJ1sDVYhW+Fky4BqndOeexuyJqqmXbvttetOfdd+d3DNEwe13C/S3dmBhtyLhU5PTttfzsX+wbWkdj6I3KHHzqqvf517D5/Ztn/ou+oLT7Dtig8z58x/p7DLAaFtsrSO6hbUxcnJ1tq4Ml2dWsWE5a0dbTk1MSJKU07+/rWn/IlbfnK4dvtskhrkceuOkSurFOfWrWVZJ3jGI9uT3n/NpR39vuSsY2HZs3Mexf5qaP6A5mx/z/Mo3/8XUmv2ZPT97+LK09/J5c8PY+RyYJjUcn2Ubv41zsN/wTrrCmr7n4hhGKF3lP2aeaE2n3vuudhrpKIlkTMMowswPc+brP99LPBJz/MGpH3WEWORk+F53i2GYVwOLIzb70fpA1pKirRL4lTSJZMn242/BCrR0hEvGSteux/bzzqJR868mNXf+TKGaTL3sH3oO2BPBo86gOKf72HR6w8hLUouaNC782Ke+cFNPPjRr2F15/jT/ieR32cNb/nQR+ovf3+/5z/zNdySzeA738bw9T+junUMwzAZe3obVmk9XfMXk8oXArFWWXQXwinVFdsktznN5KJyIFsSJRAbVUJLB5kICJIkEzq5JqncRtm2KOfr7tN845pnU07wIPmCwSauJcVUZZ1Qpqv4bkrK0pU11XSacnK9V7XQPcTLjIg2BFT9tlLFYqBQCiVYCEKlc6mqlSQEdIkLQqgYfHLmekbgspYlVarV1rpaqvtUzdCC5gzjdqANHA5t97T7CHKegkDCJnCLKiROnnjTGQdhSxG/pVilC2LYn6823ZelSuPeKJV9MeRKXw17DOycqXWnylIa7ZC30Jh3cOxap+3Z3W6T5SZu378VWrng40oZiee/su5euo754A4dl5ntxcjNIbk8XDGilYxKuNxc8z5xyQ7tCgPLbkzxfysyJxM0mYyJ8egInWdGCxDHZVK3ci1HkdcQIZaefZ3rUxamdzNuoz54v7q4DMfsjvd5TeEYcSUW02kHr1Jh0z+/rdH3ZZ+gF4+pJ59l6o9/pPbCZhJv/idqZ32Fnpk5FJ6yKM7143a78818wvM8dtppJ21/UWjHIjcI/KpueUsAP/Y87zcd9dKMKwknSGjxo/QB/FP1Tu222ZA4HQlrRcw6RcassecH/oGptc9zx5ojAdjjuqvY9W2HAfDsfQ+TGZjTsp3C7ivoXb2cWqlCqj/PxMNrsTdtYeI3Qyx50+GM/vk+xn9/GwBzX70fPTst4ZlLv8jGD50faid3/Ekkz7+aSj2VRn5B6lYxuc3p4CaW48dkBEkIMrmRCKG6L4Rj46jrtpXLFlPjSpxYnYBNjSeYGk+w7clunl7QG5QWEy/YQr5CERjKuVSq/grNt5Q0xGZlUVF/lZVhaEmFxIJKMK7ieCqkS1forTBsZ0N1a90+/x5pReAgPnu1XLZC2bRyXJpqaYuz1kF0rJtM5uRkh3YrQmhFlaUybDLislSjSF4UiRMxa02kTCN6rVqY1XZEoLHQB1QtrtheQAy7026oooeAfK/JmMq5FKlSIBkpgSLipV5KtNSpi6g2EYU4mZQdGXu3I7JWoT0CJ2D0LcQpvkBy0e4d91Pb9jzenOZqJtacRWT2fAP2/f9B14HvA8JWnZDlTbHKhcaqastpSFy7ljj5WJV4RUmRyJpuapKEOoZ2khU6SWiIykq1d9KX25IR1pD03xkhw0Q5eq5yxaJ/THxjUpxbF32X4uJkYXcBkUwne11y3Rarf/OfPPm6N/l9P/sM23/6YzK7v4Lesz6It/fhzGzsJev57Q8t8ec0QeImDhsMjdUwDCYnJ+npiTb2qGhJ5DzPew7Yq8U+y1tsvw24Tfp8I+GM1rYx22SHHU3Y4tDdZfGqy8/k2R/5fPfRd59PZslPmPnrX1l33Y0sfM0BjA9PkB/sjRzr3H1Wc+I93+Xxr/6cx7/+CxadcCSGYfDMv17J85d/EcNK4ExMUth7NWs/fAXOjE3hqMPoOeooEit2prxkL7Zf+01mfvANcot2ovvU85nJuBQjXjDd+Rq1eo3WKDIGGikSRShRdmGl6i/J4GXY65MZ8dIsTqSayIAttSM+z3+0i839KRILKiHSFdR8HfbqD6CSURyIrBKYyjMli2KdPKYzjlYUd3CgRCHvu9Umx30rpqqL14nLWU4YKFUsksnwYydb0XSJEc2fnZD1TiZ8rRIlorT2oEFeoJG12kp2RCW3ciZrkG1cL9slkg90UAmc7B4PhDPHEk1W5SirXNn268nKxFmcd8Ly6J9bbpSha0NaRexbKfsK73bJRY22VZM5diSZ05GpzsqUddbXS5ndKrsU26uUoWlDepGHjlfuL8/zMDLduONb8FwHd3wId3oMd3oMrzSOkS2Q2ulAbfUHz/PY+vE9qV31Zcgc0rQ9veYYSvf/AupELjQOuR6wEKRVkjXCFSta66ypUOuVyqhkvVgdOd12nf6bah1TrX2tEKkNJ0hbd4O0iTk6KnNcdYOCSybny1FlZkzceiJfcI4tvCiVvlqodnRcdqqArpRhMumy9r3nAWDNmUNy3lx2+ffvB7qjU+NJKkooU3c6vv52d3dnsar/z1d2+G7y4EirXCu8FJmp7aJ/aR+vueHz3Pm+zzOzaYQH3vguAKxMmqnNW/mf/U7jtf/9JfpesVO0pTBnsecFp7HLu47jD+/4BJ7jsNP7TqH4wJNs/tXvAKjN2BQOehU1K8PE7Xcyce9fWX7tteQGeqicdzHZt7+HTAasOmEZGckEREsmbJWyGaqjqbo5xT5xCv5y4Xe1NJZMErZsywbfiz5VOQvx4Jlj/i1aGE3CaJIaXWzrr+L2+XFNAm5fjXU53308uMmkMGw1TPVdfjaZUPaOsySJl70oyzXRm9TqtZXTFiMjYdGyqFg8WcqjXLbYqonDg3hdNwHZ4iYgkzdh1YtDu2QOojNUdaXSRD1WFWpmF8RbhoWlTC3tppI42QUi7pluwgLZunM1TK8tXTwB+fcT5xdkxobOQ1gIGq6aTuLjdjR56jSOTlS80JUiawc6gtJu/1FQK3wEfcVmNDdQve8GvKHnsA5fxtZL98atlTB6+klk+zCyvThbn8erlcmfejXpVa8OHWsYBvMuf5TEwPMw0dx2aqcDmfjJ+XiuQ6aSjDynuN9VrcsbdU1aSYjoyl3FuVM7sfRFwXCb3badtNnwlEjuZrVkFpK0R13LUTxXadtkcJPJeJ8ZkheSEedFUbe5GRfkd6LqgVD2F3PCBDD41WtwRkfJvGo/2LyBrWOZwBCg806IeXPrfrERZm3j/3kiN1v8b5I4gV2O259K8Wz+9K7LcO0yZi7LIU/ehjm+lReu+xmPfv0/OPybF2K7iUiLYcaswcAcXv+bLzPnz9vZ69BD2bZ2M5t/9TuySwaxt2zjFVf9K5WBlUzcfR9PvOMcpn79Hwzuvx+uOUa5vxszEyYc8kolt7mhXjiqKFdHrW7iEiUE0mnfBN2qzik0kwVzLBHKhCn2V+txbwb5UYtlT6QYXlalODdNsb+K5zUesplFZdb2VxlenGTZ2pRP6KYNlj+cZGgng/WrKqHzERY3WfNHfvHrxHflc1YVvKMSHdRzFXF4ZSkRRFjk7Goi0nWqQrbOqQTPMMLkMETQpJg5FSqZi0ry0OkL6lApm033iytbcTXHCJd7ZqYhoaO+rFUSJ8YQZ2nLphw81wi5+ktlK3D3q799lEs6ipT627xYMjdbkqRLdoizvrVyv6pjErGDUa7ATonabKAjta3j5KK31565B2v3VzNx29U4o+vIvftqEjvvj7lgFYbpX5vqo79n+7ffQ/cRZ9N1zIeQ5bQS/cswUsPatq05i0j0LWfizm+RftU5fqnFCBmYUHxXqEqGOnazaR/V8tZu7Vzd8Z20E0ceJ+a5OImGa1YuLddutQo5qQDCC7NgDHVrfnBMIAUjFlJGUOB+SMS0Ke8tnddAa6HTlIOs2GaT16lsW6HShACp3L6Qg9S4i+ttCOYXWU/TJt6I8GLwsiByslUuqsqCDB2JU5Ma/lau1t3/8Sh2evux3HjYmUxv3sbDbz+XsT/45/Kqay6l7FqkTac1mQOsujbC3FWLeNOzN7LhV7fy1Nd/xtgd97Po1IWkDtyD9MJBRm+8idLjTzD518cY+OfT6b3g0sBCJm68ri4b4/qPUT3jY0yX9S5eFerKQr3xxQ0uuytDWY/KizWS8Chm8qnxBEWqvhk95zG4McGyx1MsA4ZWJjHWNEqipNL+v1q+xtqsw/yNqdCLdHBTknGp5FeuZDG4KUk54zK0pELXihJlpcC9KEQv1ywVhEy4ENt5QNXapSENvibCkIgldFFJEEJXLpOsYRpeYMFLJt0m0V+571bCwVGl1aC56oNKzKNWxVHJEzJ5i4Iu87pdLURhkSvbFqPDaVIZN3Tf6siceq+2SvSQrXNyEoRKxtQXfDtWubiYq3ahy2ptVzrib61Zp1b5iIuPk2FnHXj96VSuOh1SGbJv/xS1J+/A/p8v405sI7FyH5K7H0Vi9yPpufhmpr7wFhLzV5PZ8w1Aw7JqumpMVuPc551yDS987Wiy3cvpWX1cuH85saHD+rnyNZbdnFGxarOxrrWKx4tyr8YdE9eHnHk63hcmbFGabTbNCyVhfVOTFTIzfmKDbMmHhldHwMR3qwrI7zF1rpKTJtR25XHKVRtMqTJGKuOGwoXk9tupBtQuXhZErhO0a4mLI06tkDH1ZtzmPurmdrPGYd/8CL876SISpsuKi97Hxq9/n/vPvIyZtc/wyk+d15LMCQhR5NyiAZ67/r+Zev4FHv3QlTz9+W9T2z7B3NcczOjoGJN/fQwsk9WXnMlUosoEvhVIlLXKja5lw8+vo+9V+1B91clNLybVKmYC80ebBQrFBCcEVaF5xaNWgVgwtxRYigSxkKslyCSuUjZDcVCZGd9NOrSyXulg2qBrwmTVphzrd7EDwWOBoSWVwJoXHrcZmiAG1ydJ2ybDJYviSr9ChiBbOpKTTjtBzJ/sYlWtkLqYinZisxqEK0zoQuXErBq2kwjImr+t0aZhEHwnrHYZ5SeUrXg6UWZxHWS3qa78mpqd+1JAuPR1bpRK2QzIvJp1XY6wkqYzTqywcxzkCVqMTQfVOicKvENnsWzxVpzWblS1rZbB5G1Y/HTtzgY6YtrWGKVyS6C3zJkLdiL92T9S+9UXsf/wbXov+DW57FJmnK3UnvkLtUdvZfqb/4y7dR04VTw7qlI1TXMIQGr+biR655PoDkQcmsYdZVFsleGqQpA4nRu1k3q7rYR4o/ZX4VlhEqdaEVXJEIDiXKeJtKm/nxpzLbJOxfMfyljNOkGcnJ0Lu0Z1lWVE37rErcjMVBGLLZBv/KkuYtV5Rm5TnT/VJIcXg5cNkVNj5WTL3N/SjdouiRP7CjK34BVLOfWR6/jzhdew4d9/xV7XXsn9J3+AxDxfP6Ydy5yKvb9yEbcd+U+4doVUJgndWTIL5lHZth0znSK/z+489aGPseRDZ9G7ck+yi32V6eEvfZkNX/8GANlDjqD0QoJCyQqZsIVelhx8Kq+EBjf55yUXNJ8/kw4Vt4dGfJOojTo4UFIC+hMhAtFkBrdN+lf4xGp0OI1dckMTdmGbhWvC8oeTZKZ912nwohfjrmcZ5scslj+cZO3+5UCHaHBTkvnPJbC7PArD/jjGZ/yYCyFZkk4rdUcVYteTrzI63FxgTyUJKqET1j5ZBkW1junKbwnYjr4yhIAs/iuXH2s+phFXF0XEdJU8IMJ9mXZaV3/QBCIH5L0ulxOMsT4hyxIk0HB7iCzWPul3S0kr80mSIT3DFwP1/O2I/eRxy5acVmW14shQFLlqpxwUSAHmHcTiyX2+VFa4dixXslVOJlS67EUVhmmSPOkCjEw345cfhXvO9+lefAiseqP/7yTwnCpeeRoz17locG7NcWy58TyWnPpz3PmLmsYbOleJ2LdCO8XhW/0mTRYxyQXaCTopAWd3u9grvcDqpr5Xgr+bNN2kCgmqe1RaOKmWeDFXqMoJcqKVru+4ig06tBNXG7cADvbRLO5fLF42RC4KsyVxs7HGdULi5GMEmbPSKY74ynk8dfR+3PORLwLw2GX/xvAtd3LYDy+H/nwsmTPqL2ZhlVt40Bre8MCP+d3RZ7Hr+97GXy/6Kpv//dcAuJUq2+/6KwC7fuxczNQ0Y08+yyPHvDVob9mttzOd7qOrTpQSkt/f7asxs6jRt2x+FqujzIwRECIBNVC1O1+jkjFJ0SAD1aoZaJkJsV2xLRAUFsHr+VrwAHXnaxQhFPRu5zwqGY+1+9fLnc2YZLJmIBkC/su2iP/brdsT8qMW+VFplVaf2ArDJvOftVi3V5X8mMV4n8MQYRO4MJ+LZIhk0qW3yycJIyOZwCoU5XqT09ch/OC3m/igq9XabkxdHOT+1WQV0Mf/xcmbxGX5ypnNOujkAgSBk928shSJOjHr2i6XraZqFHJJN/W8xN/tyrfIUPXwRH1XYYmZrYuyHetNFEmMc/GZrt7lKvr8W+rHqYgiReHP8eNLHHc2xuJVTH7lFLjw13TP21siVSn/30znY5tz3CfBtBj63UcZOO37AIz3NWK4ouCfkxkqRdY5zNB9FKdB1yT3IZU/i4IuVi/kfpXalF2mulg3aH4/yDVKdbHXMqK2qfNtSGhX6j+unmoU1Jrkau3UVh6IpsV7fR7cUUkOAi8rIvdiMlhl/C2lSPz+GmQOYOkbD2Xx6w7k1tMuY+Mvb2XkD/fw22PO4XV3fAeymYDM6caaMWtBTVaAwT2W8dYtt+DYZe5932dYdvIh9K5azsifH2D4D/cx7/B92XbjzTx+2b8FbQyceCwjN9zC+qMOpffYY8h//jtAg0SJWAMBHSnxH9LwwykHnqtJAEKKRIUscVEqW6FMVCEdkUy6TEw3rp/sWstkzSC2J203gmBFEkc4ngLW7+K3XxhNMrix+fbv3Wqy690+ZdiwRw075zIjEYOSZD2TydOSwSnSaYfiRCpIoNBZCAQZUjNhBXHQVWCQYVctrb5cqwSJhmvV0X4v4ud0pEUmcK1i6UCf6SoLSQu00uWLij1ULZ3y/aCSONmSKJNQXdUSEeMpJ6GEzkH63eQJOnhZtIjrC/qZpTRJq2LycaQwNnOyfpxrRliBNDVO1b7ara86G2tQe3V5W+/j2VPUfvlFmC5SveeXeG/Yi1mqYIVgGAaJfd/I+OeOYPqtV2D1LZbG5TVZEGUIMqei3XhJu8upE8FoQtaRBbbpdzVCBE4mhE4ChpdVQ14bne4jRLtRZbTzrEdBF6ssv7fU/qOgI146b0QggRURUqJ715XKlnYe3BF4WRE5iCZzuuSHHeVynY0lTteGHDNnJxIc8b1L+MtgH0/92y+YePxZHrv65+z1kXe0dBcLcifIXtp0KGfSvGXD/5Ca08uW397No1d+h70+eTb9r9qNW497P107LWH3qz5K/6v3p+yk2La5xJZrvsfWr3+D0vTpZD79Y3Kb0yzc5lurhpfUgptfuKxki4coYA8SgaORvSrfsD35KmXbCpEgQRzkB0EIuMqQiY2IlwvF0GVMnGmP4lyHzIw/obh9NWaoYY4lmL/Rz2y1sw4zixoJAkX8SXXZ4ykyUwa9W00KQ2ISqwcVTxs+GasHy1b6/PjCctny1Qi6wmRroOCLFhd6K5TrFSJS5UbWk5rVK0MmT+3IkMiQyV3Gqt8bTW5X/f0U/j4sXRJVWk2NbxRjF5NZO67VVhCTsC6TTIb8QoizxEW5VLVWO4nQdeKO1blwdFY5WUKhlas1si9VSDYmaD4KrfprRchaxe21M4YotEPeOoU3NoT73EMk1ryaykM3M/rCU6SPPZvuxQeTLbeudgIwNfU0ladvp2fxoSTn7QJAKeMwefs3Mectp9Lfjar60Yk7NTimg2smfgv/N1AyqGOsbuK7wnCLxJ26Ba446IYkQ8oZj6EllZD3A8KWc1AE5JXFbeD+zLmh7HVVKL5d96dM5tRjZJerCll1QZ6/XqwLVH6/CXK3o61x8DIkclF4KeLkVEvajmwvY9awM2kO+cqH2OuTZ/Nf+/wjj136dVZ9+HQyVnvnIqxzUD//gT4ABg7fh3kH74m9bTtPfv2n/vZ5c5h75IHY1QTFmTTbvTwTb/oEJNfg/eBSBgdKbCybFLblGrFi/Y1xzJ9J+Q+t9JAk6srUsnShmo0ZvAh7w6sWEZsV7KexBJUqFus2dYce6lSdxMmZseYGLyCWOqtIlMl+aEklSIbIj/kyJfOfTZCZMijOb8TjFPB/M7tkMYmvIScIXaGnQk8uTEAF8ZEngVDyh5gkpOsk68w15Ej8qU0QpygLXeiz0/kjrQoMy2OT68Oq8XpRWbBAyMoatKmZFHf06lRHzNTVsU5HTjeOdsYW6MrVP+ticqLInIpOSZdM5l6sBl2U262T8US1JbAjyVmrzFWdG81cuDPZH2wCwCvPULvlO0z//BKmtg+TfcMHyR90Jlk7+vnZ+Kk9qI2tA8B60+fJz9uFqdI6xq85C9eE3svvwMh0N7ln5d86zhIrW+FmK8rcrotWdcVGuUtlORjVdeokPOy0T8Bk+SbZ2i2eefH/VIy1rqJJVBDbQwQtRoQ8DmoGqeizYjdCPAIJKk0mvhoSo2qFiu91eLGxua3wsiRyO8rFGgdhhdsR1ji13RCZcxN05zMc+Z9fZPvDT5OxnI5IqUzmBJLdOQ77yWe4YfWbSff7wbs9uy4H/MLz4uWbSrtw3NtYctZxwed1q2zsnMeyJ1LMfzYRMqWnbZP1u9ihFZhaSF1GXGC8iPPqyVWaRGxFfJYoVC7Im1jZpTN6K0nIOpN2YYFfxkv+rlL2KwQIq97UeIKhXJmhJf4+61clGdyUDMisP/H67Q5uTDE8YzK2SynsWpPcmsINLD/QYpKQLT1RkJMeVFSrqSZrXVwZL397s4CwP+bWJEUmcdBMKHXtNrURMYHJK1753lErQ3QSM6PTPWzKGE45mIYXSMpAY7UsxqTW15V/M919HliH7easOqCpooXYLhObVq7WKA23TrTiotpsF7NNdogicLOyVLVRzaEdGOkcyePPI3n8ebjrHqH8vYsYufcX9L/9Grp7dtUe03fCp5l65rekcgvoPegMvFqF8R++D3PX/ci95RIMKxGMJ4q4t/rN1WoPrZIb5ASWdn6fKAInV1rwtzcWCHKh+lDGqdO5Llp3vtYUdqOG7qghKboaqjq0U0JRtvSnMo0FvnjWde5TAbkOd1ZJUpOPMUxJA1FZtD+9annLMc4GL0siN1u0io3b0aQtrh+VzA2+YjmDr1gOSBk+bcTyqSROIN2fZ8mbjqQ8MsbMpmH2vuoCStMltl32aTZ8+2ehfZ8BVtx1P4W8n0FbnDEZ7E5gTxsUB6XxTBvsdXsXxUGH4cVViv3VIGA90Ngpm03yD8GYQmWqXElSo2GdkwlMT75KWTF5Q6P8EoT13AC6BsvBS7lsW7h9NfqlihVT4wnmjzbEIxcvnQnaKduWn0xRr9mamTaY/1y9ssRQPbh+yiQ/ZjG8uMrIojKlssWCuSWgQeZ6u6pUUw7CyaASA3Ft5BVeVJzcxHRSKXhvBn01x7tJMiVWDQNPur5h4qVmscrbdONoHFdT/m7+3VTo4uvSaSsg7FFxI3ETeGzZOMmdXbYb11j0bxiNZBUAuqp1N3+dyEn3ViD8qSRmxFW0iM1kDUidbH0w2pKoiMJsyJzOcuOZ0dvabjdCeiPKgiZ/H0XqOqmrGrQlBdG3grn8FaQ+fiPOzd9m61dez+SnfsccljeNp2uP4+na43ima8PY3SbuvTdRWftH8mdfG5A4/zx0McXNGnTtxEqqZE4Qtsbv7Ya2RbUh/w8NN2kUtKWz6vFvgXRTPVFffTZVj4wuzKIVeQO9JEic6HgcxBzTrSlDKfchE7XQ8e2U8avPL2KhqPO8vFS4BV2VAAAgAElEQVR42RK5HW2V+1uROH3fL03yxQv/czueYZBdOMAjF1/Nc9f8PNiWXLiARL4Xs6uLxK5rMLt7KG5PUduSYv7GlJ+l1uUx3u8Ek5BIDshMGyxbm2KwKxms1BI0Js1EfRKdzjaKAzc9gF3VQNTWriaarDuyiVuuhgD1Gql1l6ZdTZDe7rDrThNB6S9hbRm2s9pV2tCSMvM3+lIpRamsVqG3wuAAFAfLDD2fZdWD2cDVKqBb9RYnU6TTDtVUw/WYTLoUeio+OZDcyrLbQacn15OrNBG0ielkiFw1iFk48UHnepVj5tTtQntOts5FuXF1yRTqb6bL4hIEVY2rExC/r5yqH1cjMUoGpSmRQlj06gkqQX8xyRqqez+bdrQvIrVvdR9ZAxHiiR0QqNWDPhheftm3UzlAQCV37RC0HUXiZiXgqyE70QSwTRdim4Su3A2c9B6oFrG/8yFK5/4CsEJjcaZH2XL9KVSfvYvkvifQ++rzyL36TCY/8wZ6LroJMz8QGlurwPqmcxKxbu0kOSi/U6tj7G6X4mD499GRyKjsYDWuLZVxMW2vqSxhEFaStppiZgWBmr8xrRVYFv1E/VY6giW3D83zQCguWSMHotPG9Mcfjg3WiYJDs4tVbQPiM/uj4LqdPYcvWyLXKeLI0v8GidsR8XeqNU7Ikgjsduk5PPj+T7P03NfzzNf+HYD9b/g3ug89FLtqMVLMMjySxS6bbBryRYAzJSt4wNfv5muyZUqWvwrT1AUsZ3wLlq9an2J4SS3IIiyMJv3i4qNJprMOk321UCyFjGrVpFSxtLIXaomodMYJSlkBuJ5BMuk2LHERcQriIRfJGsuezrC2PlbZapOdW2KdbTFclznJTJnBBJuZNigMW/4qNZugLGXjigdVtmT1dlVDFrGJ6SRFbVGqaAgiJKxwcns7QnYEwi7YqDbl/sS+req66tyznZI5iA86lu8n+fgot4/nNcYtE2+RtQuKLEyMu0V3HvKY1fNRSV07ma7NL9f25Ec6fdlH7deOy+7FkrhQWzEu19m4UVv3J7X51g/AP+/NzLN/wNj5KMS1nrGmGLv+ZIwlu5E/9zrKt36Hse+8g9T+b8EdegZ3+wsBkesEMqGKymBtGq/md1RdtnLpq/E+QsSpATfYX7Qhl8uCFpYyO/q51D1HqXRDJkSWrbJz4WMzJcu3XGedIKZOTRZr6k+ZA6K2yZDDL9SkplbZ+dpSk/X53/WMUBtijnl4xU6R7Xmex80338x1113HI488wvPPPx/bv4qXNZFr1yq3o0lcuwSsVduzJXNR7lQVa957IstOeyNmKsnQLXey91UXMnDkvtiOfz0GCr5+XHEi5ZOlvhpF218RDS/2b8quFSX/wXi0i8y0wdp9ywwtKQdFzAc3JgKis35NhfyYRX6snizR50iWBhO7ZDE9lmCyrxa88OTYssCFWH8hChkPATkgVciRFCdSVKsmE9NJ5vX5r0nxkhaft45lKI6ngpd7xW6UgJq/MQ0b02xakqA7XwuSKCplPxau2O9f671u7/KvfV3wMm2bzN+YYgg/A3ZwoBQ8uLIFTUYmWaOaMimnnabgWZnwqPFrMokrZPT2HWF5i4KoAqHdpljloiRK/L/j771OXAryvu2QORmqppPOKqZKj4hrLGrQqoSy02xh9Vx00AWAA0HpoWbrQ0wwvCbOKjQGxXIno51jXEtPEtolgHEErh0C1qy5p4xjB5I4XVvec4/AB44EoHLFm6n0L8Da9QCqZ7+Dibu/Dfm55N55FYZpkj3pEtzd96X8mZNJnvMNaru9gkQpvk8dOQ2TuObfKc71KhOv8Lk5TX2pBM2HGbqnmixvWSfWkmlKsWAljWUqmwo/3+DPq0NLwuUFo6ui+N4ccZzoJ2g/YoGlEjkxV7RbOjCOxLXjJjUNr2kBq+K2227joosuYmRkhFQqxdDQEEuXLuXcc8/lkksuYeXKlXR3d0cer+JlTeRaYUfHxAnSpSNSL2W5L5nsqX3H1ZwF6MpZ2I5BbWKa6ec34R2xX6PvpMNAoURvV5XydA3bSTE+naVsW8zUkwLm1l2OG3cxGRqzGNulRApfpDWz0S9KP/C8RSXrMbTSf9jmP5egOOhQGE4Fqe3FQbee9WRSBKbHEjxtW+yyYiJwsU7Us0PTad91umBuKWSlkxMdxMOWnVsisc0LWb4mprOhzxCOmxKWGlm0c9VD/rJweHGVmUVleupxddkBm3Ta4S85N9hHN+kJiIe3OJmiJCRVumJ/IsWC2GzpistalQmc7SRaEro4ZJK1kLvb/99qSkaRxxSlP6eTLYHWFjwZ7WSgqtt2VBasOnadW6SVm1Z3nBwP6CpCpiJ+Ls4lp7641ZirdiGsNvIxnuGF6sK2gx0h1Nvpfi8FvIf+BJe8xf/wyV/AXofDyEbM+27HHR+m9NNLSLz5Xyh3eWTqhM3c6yiMxaux9jqqqb123aqtrp+OlIl9WrlwxXGqhU7dX57PdMRN97tUyiauIqxdLltN7kgVqbRLT74akmiqZKTkO8JztXzc5HiyyRWqSzYo5CtNZRLlLFoRMgFhYqi6SXVErJV7NJtygoWiQCZZ447B3YLPf/7znzn55JP53Oc+x8EHH0y1WmVgYID+/n4MY3YJRS97IhdlldtRJE61mLVTQutv4aptReBUHPjTL/DQ+Z9j489vYbeLzqD/wD0xkgm6ayUqpUluPeQ0eo4+moWf+WxAnkbIkE47geVuuC6yK9yj2/Z3gW7sLv8aLX84SXHQpTBkBskBvVubJ5nAYjea5LGyye6ri1SrJsMj2SD+TYX6AhdWKruawLLculXOj5Erly0yhRKZpENxJh1KiBBjL6ZdiltS9ZcnDG5qHmc23YjFy+7usGWwHBRZ73s6G+xXKZsUJ1Jk5/rXqSfnHzM5k6JUsUIWOkHwBClV47dUbTZ5YtRmnypWNvmzp4idRmnMAQGBC7VVtZicaVTgUMcjoJI53WQYReCirHI66CQB1DhDmSjprjGEXauqizUK6gtKXXGLdtTro7smArKFGBpxXKFsV/nF2k/wPQi3lxeKMYpDZsYgP2q1ZWFrFYj/Uui8/S0QSRYXrIQPXwOHvgnDql/f3hVw1AqM5AOYqw+k9qsv4m58gvTZP8CwEmTLKbJX/CX0u0VJzrQ3tviEkKixRxG6xnFSHO2MqcSkNdrWVVeI03H0PJ31Kxu52NLFBsukS2dhkxfxYnEdkDJdvFxKLCBT2phdnS5kO1Y2Mcf11hOjVKilFaF54V2pVPjEJz7Bddddx7e//W2OP/74lv22i5c9kVOxo9yoUS7PQiv7+d8IIh7OdpoJned5rPv+DQz95g5qY0WSvV307bOa/a++gNH7HufRi65i8plNJHJpqpMzpOb0UhktMvqz/2Dl+95Oz6o1TM6kghvcribIphqCuokX1rL5tONZcc/DvLDEf9EPrk9id3sUhk1SJYPCkK82bnd7VLJekCXVSH83Ge9zqNgmjz1ZCFxplbIZeth0ej3igZGJzbx8qf6dFYr1KuRgojcZEniFeqmtfCXIUhqmm8K2en3ZbALy4XulJ1chucBl16XjPPJUX2iiLtp+ofYt27IsmFuikPNdlT25CslkIhT/JxI2QCdlkWqaVASBEsXu4+LY/KQRK4ijE1mrABnL0d4r0W01ruNsylPFiQjHtSdP5q1EhXXJInEWu3I9ftJxwmMQBFq2MgroJm0541UsJlRXrc51q6sMIcicap2D+Be3cMuKhUgrCNJn56Ss4xbSH7J1rhVxm1UsXAclk9qtmqG23+5xxsBiGGhUZJBJkQGkPvHf1G68mtqPL6N43gqy161rEOo2+wjV3O0wEzfuWgnCb2edoHyhWjpRPie1EoPcp1jsCkzWvSQ9ynxYti0o+fdv4L2oL8R0mZ+y3JCYw8UCJzIsQSJlTdukkBQxtxZ6KsGzG/zdVQ1VBdItRFvFw8nPOEQv+lQrnAhR+X3fHoyMjHDCCScwb948HnzwQQYHB2P77BR/F0SunVi52Vjg/jczWWXo5EqgWQRZvKhf+PVtPH7Zv7HX5/+FzPy5lMfG2X7Po9x+6kdJZFKsPPk1LDrmAFJ9veR3WQLAPR+7lsc++z02fe5qxh9/npnnN7Ls4x+m/4z3Ut64CaN/AUuWTFOcSGH/7Ge4U9PY4/71sXP1QsndUMAiM+UxskKqwTffDaWzZ6YNhpdVGVpSDjJaF9StWcVJ/6HNppyQ0K5dTZAphEm0SB4wjAYZKWTsQFC5WEkH8V2FfIWRkQzk/UlgyeCU/31Pii3bsuGyXyWL5H29bFpShqU+SfQJkt+HEE+2xxLM35iisM2iONdhcpEvfaIKBEc9+KqSuEpcdBOcLC8iztN2LIp2xj+fXLlt96rcloDtaDKIO3CRqvvqRIShuRpEHOLImXZVrnmByHEyrufHVupW582kNtFktYtKBlF/57iyZ9AcKN6WDlY9VkgQv5buNaUObSsrkU4ORCVxnZC2SDLaYd1LHSlTA/G1bsEW/bRrNTMMg+SJH8Da7WDKH3tt5JhCfbewlMn7dDruqH1l96hsuRXbxDwnEhbEk96v6i2K5yLv/1forYSe7eJkCmvSCyWvCVIm5Htkz0o67UtGqR4I1dKve05E9r8sV5ROO6F61xOEk83UhDNdqIr6twz1GY8vf5gIqQmYhhcsph27zMUXX8w3v/lNzjvvPC699NJZu0/j8HdB5ARerIyHSuIyRsyP5/3vXbo4MgewYL/VPJxOMXbPoyz+h2OxN4/w1JeuB6Bvz52xR8e57bSP49gV5h/+Sua/+pV0L/SrQmz57z8F7dQ2biS36UEeOPhtrLrs/fS+/ngYmuaZa7/p953zJ4exvhJjfrUaKrbJqodyrL4z5RO4Lo/1u1UCK0J+zGL9qgq1lSVSkuCqgHjQCz2N8xExWkIQN6Q/1+Wb+IfG/UC05X3jjetk1Zic6QkXg6/riokHTSUtdtYhsaDCFMB4gqm/5tkgTRqFXJml86bIphzWpbtZl3MpjCYpbLPIzGTZZJuBO9bvw6mTQAB/pSrHeqhK4rrMqSYRYInECQgCK98PpuEFljhB8ptKd7UgfTrrVJRFLcrtGvVdy3iTNlwessVWlymntiNrEYJ/vVW3SFjSxQmsk1GTeZxAcpzLVnUjx52vKqCsZuW2qo0c5/ITxMJVDpuNle2lhK5ihrpN/V5FJ+5O0Y9hGYHVy9x1P7I/HdP2K46Rv1PFoGcLbcUazTkL12iozqjkMu2uzztyZRx5kaOT1lElhMAnV6ahL+MXp0Opg1i0q5Zt+blsyJo0xiI/dyFdSAmNd4X6fYcLiQgBdXWuyCRrWKbnk7iN67n7tI/StWI1DzzwAMuWLWu7v2Kx2HonCX83RO67yYM5x/mTdlunCQU7isTp2pgtAZTPoVWcXnppP6+/63s8cvm13HbEu0PbUnPn8MovfpjdPvcRahs3MvKnB3jhzw8x/cx6kvluqpMzmOkUZirJ9tvu4IUf/RKAoV/cxNTnv40z7VvFdv/FdZg9CRYvnYnU8MlMhQWFxYrQ7asxUHdrJp7LUthmsQ4CkiNQ6vUf5EcfKwRCjkuWTIeSB6pVE9czqFZN33LmJEIkR0wMxYlUQJ6WDE6FXsqT40ky9Xqyi5fOMK/Pplo12ZLJktyYZngkS3axP9mIrNGt49lgMrRnTITmVGE0yZZtWZILXClxoK73lqtQ6m0u1j4b2I4VOs98shJy+9tusin/sZ3yXSqxUxMd4siXurqOm8h129qxzkF05proO8oCpoPqupflXRrf1bCrzWXMVMSt2jNJ/1oKd1JZ89JsJ1ZHkD9VHV+G/L1O7qRR37L9ygo6MhKXbdgKoXq0bQbYyxUzdPpwUdUAQE9u2x2fZ3pNLsi4scnQxTs2xT7GIK4APTQsa92Eq+yk0m6QRADQX7eciXsvTL5SAYmTF0Xy86x7Xg3Ti4yHlUXfxQJH7le2yAsS1nh+EoElO66yjIBOHD0Ks5VripNnUj97jsO9J51L8d5H+PQlH+f888/v2Ap3zjnndLT/3w2RezHoxJ36Yi1xsyWI/hj9F3UUiRPf226C/EAPh371fJI9XTz+hes56smbmZms4do264q92NUEhXkZciftQv/r30lv1WQB4FYquJuep/r4w0w/8ji5zZuxn1tHZXKGZL6HRFcWt1rDeeIhlh27Nz25NBuHuxkZyVCxTdJTUCxUWLeXr7cm/q1fUwkKLPfkq2za4Af2rNrkX/u593QztKTCwOqp4HyKEymGbctfYdatd5sfyrOxXl5LwKtnTwmrVD5RJmNWeWh7Iw5BfWkWUmVsx6KQKzMwYDNChhT+y9SfGGALWeycS+K5LOuAXVZMhNuouw42jSeCwPDMjMfYeBIWyPFsft/ze6Yp5MpkU04gXqySkqjMKdXa48uJ+McKEifuraj7qJBqJDTIFjqVvKmfRc1XNa5MQFcjV40700G4QOREAbmtKGInSwkElioNoVMht9dOMew4yZbQfm28RIRrvpoyI5MfomJ1dOSvf7BM2baCOsStyhjJhE5H5loJ73bqCp0t4kigrvyZekynJaNakSodgdORxDiCZ+fcsC5b3ULWCeQYtm7p940SyJa3ie1ivlIXWul0c9KVjFLFanthJC/6RBWaYDwiU1QicbrENvBjkmeeehZvbAQMg9rmDWz88f+QXboQxy5jb3wBe+MWPKdGdtliknPyeK5LZWSU6vZxMvPmkFk8H3t4jNL6TXiuS+8eu9D/qt1IdGWpjI4zeteDeJ5HdWIGM5MiPa8fqydHz6qV9Cydh5PMMu81B5NfkMd2EiTKE1S3j+NaDqVNw4zd+yiZ+XP9fsfGcaZLlLcVmVp1IJlFgxz83S/xL4v3055fHO6//35uu+22jo75uyJy37AOj7TKtYJM4OLIVsaovWRuVblftY+MWcXEa0003WTI9br/FWfw+Beu547D346ZSpJdsYT8K9cw58C94bXHBFYG8UItk4XFa8iuXEXvm/0Vled5PP++DzF8w+/AA891efrKb7DyuP0p7LwbDPoP6caNXdg3Xc/QNz7M0BW/ZMWaYwOCU5xbn7xsk1E7HawkhxdXGdyU9AWFS36grGz2L+QrfpWGkSyVskliQSXYXipbjA6nqeELAsuuRdtNhs4tnXYojqcYHGhOVkmnHQYGbIrjKcplK0Saiv1VCqNJpsb9VeK6sXzQJvhadem0w/q6rh74E/vEdLIRt1ePW8tYDhnLoZhLU0ynQpUqQoKWEpmLSmqAeLeo7HrXud/FdxnLoVhJx7aliuW2grxfKzInt68eKxBH6NR9orJGWx0vIO6ZTLJB4kQSyYuBcNGq5FV3bdrN8M1qpBYgoh5sRDKFIHMq2iFw7ZC72BiyNt2h6rjkmC+Bdgqm62IK2zk/2eUcVbgd0NYGVi2iMiGLHKumZrCsiygQ5YrXkrq0vrqKeK7LUnJZ0I6SaS+8JWIsnmuE5iq5XVX+CZoTgqBeAafuuRD7lzY8z6P/8hmK9zxM185LMSwLM5tmyRmnUtk2ipXLklmykPxKf6Fubx6mMjaOYRgYcwdJFHqpbB2jvHkLiTkFunZeDqbJ+L0PUXn2GcpTJYxsjlWfvgAzkcDJ9OLaNhS3UZuYYvKxp9l235NUxydZ+7Evs+D4VzN2/xNMP72ORL4H0zJJz+ujb7/dGbv3UQzTJDW3ALkuknP7yS1bxB7vvIT/6X2l9veJg+d5nH/++Xz84x/n7LPPbvu4vysiFwWf3EQToHZJnPbYFlaQ2UIdh2g/anzB9npihCBzhmly5E+uwE1lyK9ZyVPf/AVPfvl6Rv90L3sdsD+lR5/C3XVv3HRv0JbI7vNXS35s0J5fu5Q/33k/VtJkauNWFh24mvvPvIyjf/1l7ORiBgolihMp3OEnqQKJ7Ruwd/Kwc044kWDGF9Jdt8omlfZdrX5tU79CxFA2xYgkBJsd8E3x6YxDpWw2B4hnXMxKPYVeyspcP9nLxuGGoKJwSS2dN0UhY2M7FkOTXQEpmtdnU+ipsG6Tf0y6/qLsztdg1He9yu6C+T3TAAGxA0LnWZxIhRI2BMnMmL4bIJ12gngnOT4uirQIl58gXCL2TXavintA/P6G4fn91e9v3UJhuOKfr0iWkCFnrkaRsTiCJ1vmZETFzTVVfEg1EzWIzmYV963sNmpF4mTLmLAg+PFwgtA5of9VdOKqkV20asxOGNFVM1RLnmylE9dFFVKOcyvKZMg1mwlc26WwotysbZC92cSQtSJErRJHBMFqd9y6up+6vlQSNtvxCajZou3EjUa56MX9JEoKqmiVJa4bs8570IhLa+4jKvu+kLGpTk5z7+mXsO3uh1h57jvY+9orSRZ6WlacyS6eHz4P28AobsO1XBJUSKcc0vP7yC85Arv6mthzBJgjqYKUHriP4r2PsvvbT6R3792w0q2r8lj3bpl1QsP111/P5OQkZ5xxxv+/idxsrXLtEjiZsMnH6Cx1tpfomBjGjU+Wk9Bt15E5gNVvPSyw0Bz0ufex0+nH87ujz+KuV74Ox/ZXQzt/7TNkXnNiKLi0OJmi0FMhk4REd44T/vJdbjn2XA666GSOvvRkfveR7/Gfe53K3p8/H2v1buRvf4Jt//FtAKzXnQpP++RGnnTnr/UJQ2bGhLz/3dCSSlAGrDCapAi4ffXVWdnyM5Zsi4ptUk43YsxEzFxmoxPSQRu2c2zY2nD3CixeOhO6ZpMzfsZqobdCIVfGrlqBBTAU/F4vEl2cSDFQKDG/Z5plWT+pYh15nn26B5UGZdNO2C2aKpMxaxSsEvO7pinOpJtIm64iglzNQU1mEC5klaCFFiYaEhfsKwSuJfFf+bOMaMLSLBYsQ+eObUe7LSqGrtXLRuwXcqMqBNnUzLHNpDNRJ15hQuf/3Zzt63+uk5/6gkJNSAGwrRpkwvGK8vWWs6PlWCHdeNVzEy5nVW9LoN04Mdn1F2WBEmQx0MCLzNDcsXpzcvsqSWpVYF3WGAzG10afhudF1uQEqfRfDDlrRdzacfXLaFX/F5ot2XK9Z/V7WcstrVjn5EQbuS/DjK5g0FgAqTG3DYt3JtlYoHqex8Pv/xSpuQWOfvJmrFxWaquzd+gTZ/wLQzf8nv4D9iCRzVB89BnwPLp3XkL30gV0LVtA76pl9Oy3F4kVK2NJV+aAvZlzwN5t9y3mhP/uaf8YgS1btnDBBRfwm9/8BsvqzAPwd0fkBNqVDpkt0Wp13I4icJ1AJXNASLbE/5xgYM1STnjilzx4yTd4+lv/QdeqFTz7gYvJ7/sz0rvujNE3QOa9ZwF1s3qlnrU3dyEn3Ho1v9z/DLK5JIv235W7v3Ijd77zY2T/P/bOPEyOqtz/n6rq6q6erTvLZCZk31lCEIRA2MISNkFBFlFA4F5ERbkI/BRBQEW9IOgVL7K4oCCKooCggohwISyyyGYQCAnbJCFkJpOlZ+uu7uru+v1RfapPna7q7gkBcXmfh4dMddWpU9s53/N93/f7ThhD25RqrUHj99+jf61N8ZTzaM31UH5tOeVdD/X1jdIbTXrFZDG2SJYiWSQBSrzBb+SNJPmJ1VqrIibIyuowVgLSIoOpVGWR4ongKtrXxSvFyGQTHlDtKNDR6pDJemLHcsYpeIPZm1O89uaPzzFv7Gb/vqaNHJZZ9BIxrKoaeVvCc+WmW/J+vzKFBKmYBzYTuveb4+gkEkEZDjkrSxwvAIEM4gQolE1eSNhlE9e1fTZaZusEqB9w4l6MnDRQykAiCDCkBUxNcHF9MCesnnZbPZP3qcda1ksWkI+Tg7TDEjPEtYhMVXVSkgFcGFiTt6lubaH/KIM+EYvnnU9tr3aIlsGdHG+nsnNh4ECNlfO3J0u4uhuQp4Bwl16YqYButCbOVw9synIjUQCznvtRvifNloKLJ8poA+GxaCrAgSB4boZ1ezsATj6X0MkM20cN3UgqQE3ermp2hva5MkbpvW4ge1Q1eXsjMNZzwx0MvPQai5feiBNP1t23kU059wz0RIIN9z9K24xJbH/mcUw+bBGlXJ7Nb/Qx0vMW6/70BM9/9QcQi7HNEYuZ8rHDsHacP2omLSwkpR7hUs/OPfdcTj/9dHbZZZdRH/tPCeSuNfblXPf/Gu63JWCrmWOi9rFQVidbcPsbtaEyg2GAzi7HaEtb7HjRaRSzOd74+R+wusex+ZEn4ZEn0eIm4z7l0boijquPJI6jM6cLFn3nv3jo9Ms59emrOPKWC/jtRy8jt34zmlsduLJXfR1z2nTmnfNBVuy9L4kdFxDf62DsZInyWA+0pdcm/IljwgRvihFxb+Ct+nU88GZldSwk109LOSAT2WV5bJtg44Q7Vgx2ohZqJpvAMr2KBevXW8ydNRgAIb4rtDLwJBIl4laZKVNGaG8p+BU1BDDubh/BnuHp2cnaZBPSuZrBqy/fgm3G/DZMs+yn3SNpHamDoyrk68cBSoxvppT0AVq+bJApJNjFHWFVtqMmaF8FZbIJICEAnZy1Wm/lXc8dGObmVBkwVfspDOSpUgSq27RRDJ/43egLlnSrV1tWzmKNYuBkC4tHDNvHf4+EPEwlDk8ukVbbr6qbW40plBMigBpAJ0ALVMFcNUbO216unE4FcWEVNZoFQqqFVQ1Q/x1latWBeEjQPzQXOxZ2X8IsYZXQh9zQNsPKPDUDzORyUc30M+xYtY/iuKjSeI1ErsWCUl7YyO9YjQRSRWZDXqxuqTkDQ7xw8dXs98BPcOLN1xeNsvb589j2usspOw65p59m/Z338uJhZ7P9uSex/edP9kNSXNdl4KXXef22B/nLiV8kMT7NzDM+yuRjDkKPm3UTnd5OKUTVXNflzjvv5JZbbuGkk07Cdd1RA8p/SiD397KAq1UCXDaxGgAm79MsoNNDkL5FsSGYqzmmAuZS3Sn2+8mFLLz2Au7a5fWuKp0AACAASURBVATMdAFr2iQwYgx89zJaDz+SxIydqhR7weCVvjF0Ljma9311MzctOpdZhy/k2FvOY6R/gOW3P8YeZx/J7z5xFYWhHHP2msHq444CYNohu1DQVjPy8n24h53ql8my1sX9iUWsAFWXSXqj6bt7RBFlwcxlBuOo73zf+iTTJw+T7iiQIe6LDecKRiA+ZMoUL85NZuBEXFgm603iyXiJeKLs3wO7ZJAyC9jlGL3ldiyjxPSxA9ipGHanx/SFDZQiS7bPbiGTTQTAlDwYymW0BEsobwckMCkzbTEGnDgZ2/KBSKmsVQBCrGZ1HOY+lU2ODVN11GRwI8evyDpQYSW9VAAWVtZG2JYUtQ+bbOQ+im3NTkABQCfFJr4TlrZsbDPMpV0KuKOinptaCiys7JkMWmQGTXxvWs4NfHsyiFNZP7nNelY3qL/JUlCjschC6g1ckfJ1qABLuOKj2msmbg3CGbx6fQrbFgYeBYCrtzgB2a1Ze25Rgcb7t1hIhr9r4hxCiL0RqIlin13XJTaymd5f3EHHDrNpnzcdu86tbHQeAbzEd6KbJq2LFjFj0SImnvVplh15KnbWYfqpR8IkL1HC2nYuu3xlFrt/+WTevOdxXrr6Vl68+Crmfuwg5nz0QOILdqzocDYPlWbpTZRakezCCy/kd7/7HYsXL+bnP/853//+92ltbVCgW7F/WiD3He3Apli5rW31AFujY+oBukZt1OyvJGHI1SG8v6uZrUbcZI9rzifTs56eG3/Lxsf/ytCzLxD72a3MueZbWHsciF2s1gu1HYP4h45l8RFLGPz9H3n6x/fz1uPL6VowHWfzAF9b9yM2vtbHqw++wJ4f3Z2fnfi/rPz2jfDtGwHY81MfBryqCpmUB6yqSQgx1rS30/NmG4W8l8nqVU6oddvEE2XSHQXcgcBm0qmCX7Kro9UDQ5ZZxDRjyAIiIhnBi4+rlrcSbIhlFulM5XxQsT7jUf52S4x0PO9nhNolg2ktXssDrQle7h/LUDbuSby05AMxbpZRbV8up6VWavD6HK1d5u+jq4xa9W+54kUzVs9FYjvh7FDU380UlIf6UiWjBW6ir81s83+LmBxC4wRDXNxhJtdBbrSvSLpRa90Gdatq34OwDMRms4qBAJMmwJ1mNw5oH42pCQKFvB6akSn2bbrdBu5UCC+mDo0BXdhvql5avfbCklGizhUlQVNP6kNlXOUQgUbvvroQqF2M1R4rGHn5W4sSx67HULvlMpm/PMuaB//Khhd6GHltNSOvrkIzDFpnTWWn6y/1E67kRa1bKjH0ymry6zcxYo9gr99MYe06cus3E2tJ0Dq1m/ZpE2mbPpG26VMoxlsD4SL+tU3qZtc7rqPnf37EA3ucSNucqUz68BK6luyBO286mHGmHrE3cz+0BxtfeJ3Xbn2Qez78JcbuNJfdb7gEqy0V9GqEyDZtqd1xxx0cc8wxHH300VvkVoV/YiAHjbNV3+s2WvA26vYrYC6hl5i6//voKhvMOHJveu56jOKIzepb/8Tyk85gzmXnM+E/TvYLqNtOjGdn782UL5xJ51lnMfPUT7GTNsjw0kd5/PIbeP6Xj7DkvCPZ7rCdsaZN5Mgfw68/8k2mfPQwJp55eqAP6XYPdAmwA97kPjwQI13JFgX8zFa78rcFXrmteImyq7FqqIO0ZdNlZUnPy5MpCDYrIa1Sqzpecr1W2/EGQaFD1z9QjdFIWzZpyyZjW2SyCYaycYaycdbQzq6T+7ys0EQxWEbNLDI4kmTdhiTOeN1vJ2UWPOBVWWzJKz27FKutumAWgxO6MlAOOHHyhlHTlgCGhlYOZZKiaq6qFjZQyYkRYpAPK7PTTJWH0UiaNNXfwKQVnNi2REIkkOCggLgoLUfxPQkToE5sE39nCgmfmX3j/7rITsrTnnKYOD5He0uB7vaRpnTs1CxAYWGMpjCZUZNNH3LDg/nztbp3UQBIZtYaxdeN2i0bBjIVl2oj0KmyagkJEDUCZf55QuIToyxKJ63u82mgJ6juU6/MVJhGpDqO2EYR24wFvu1GVo/Rl78R13VZ/eflLLvsp6y99wm2O+dExhy8P+OnzSQ5cxqxVEcgBjWhO2SeW876u5fS/+e/sumvK0mMT5Oc3IXZksAaP4b2KZ2M33YyueECQ8tf4617/szQql5G3uyne/EuTDr5w0w8fF/yZTMwfhpTZjDru5ey3ZU5Bh9+jLV3PsBr37+VwqbNtM+YRMeMiYxdMJvO+dMYv/McFs7chqWf+hbx869ip6svrr0HIWDu9pZdWcrShvcPoFAocOedd3LiiSdy8cUX8+qrr3LLLbc0daxq/9RArl6s3N8jGaGRCTfpqNm3EPdq6H4KK6daQi9Bup25Jx2CXTLQdNj06DMMPv4XiplBBv/6Ipqus/FPXlZwbKfdGRwx6d9kkW5PYu72Yeb+9iB6zr2Qm06+mpG3NrLkm6ey+38dAcCaW+6h/74/s/uln6L1Yyd4fRIuzQrd3j+Q5LVX2ule4wExT0yTSgksvfKfJ2Da21ImN0HKgjJKfnWD3pFWbMdgcMRksFL4WTBw7RLzrcp6+EK5UtC/ZZTobh3xGUMxMAjwuFNLHyZFMGBVdpp/rmTFpbu6vw06q2AgFcv7bKiciSpi22wnFgC26XiervgwnVpVLNkhRm+pnVXZjkp/Y4GVrGWU/BJd4tkKKRK7bDJQTNS4DOqtMKuAsHKfTA8AC/evcFtDteyVsHru061hYXF+6iQWNfGMxmUC3jNK6KWG1VXCjvPO593zlW+lvWznSuxnPFFmwaxNgVrBYRZaVk6KZwyzMLdrGBATJZdkE4r/YRnV4m9RWzOXNyAVHscFtcxZwNU7CkAX1l6z7s3A8U0wZOCVuqtXbD0sjEBYM5nZMuMVVRNUXfREhRHIf6uLODEGyCbGIf/viHdIZeXUsUaYfA5nJMd9J1zCppVrGX/Ivux02im07rs4MFalW/IUNg0w/OTT9DzwJOvueohYMsHkIxez/Xmn0LrTDrjp8WSyiYAeZxjTnc8M0fuHh3nua9ew+vpfs8t3Pk952pya/QpaEmvxgcxafCCzAH1wA6W1a8i/vooNy15l/U33oWkahpVg5scPZ+YpH4wcJ94OM/exj32Mnp4eSiXvWhYuXLhF7cA/OZCLsncCxInA8y0BYrJt6bFR7tlmkh+8v6sCsiKrbsZ/Hs3Uj32Al/7nZnJr1jLtlCN5/cobcEslZv3P10gt3h3HqQ5muYKBE+9g8pe/SN/DxwNw//k3Ykzs4ozXb2RkfQazJcEtB32JgxYuIDVzB/JFrx+ZbIL1mSqIE6WD7Bah6WSQ2lQBbSMaUKJ7TYK+SsycqFogs7CCQRQmmI6UWfBBkxyTlo5XmbyhbLwycFT13xJ6VSDW+79BBgskYJiO58lkE4HyNKZZpn8gSSaboDs1EqiwICREZIBtOwa2GRwg7LKJY8TocCsAT4oLlGPpBPMH1JTo8qVKfMH1BFEWxuDVrOSlQV+UxoLwwGpVYypMG0rd1iiOTz3e+zvoqq66qUe5OJKAke3EPNkQ0c9Km3nDqOs6lV2ssqXjeRZM2cCCKRv8CUK46tXjq3qBRdQYIPmaZYtKipAlS/xz1GGhogBfmOgyePWRcwUDOqJFnJtJDIgCdaprtpHVqz5Sb99mTAZe9UrSRb139d7tevWJRZuNvg3bCY4fCb0UKOEHYqysLmCDC59gYlJYP8RCUWbgLN2hmC/w6Fdu5qUf38W4A/ci9atfYLRAOV7CdrxxMd73Gr2/vJPldy1leNU6xixcQOe+72ev311N+7zpaJqGXYqxOZvAroixy1nkajhKKpYnPT5G18kH8MpN97Dmvr/w1o4f4YPrHoT4+MB1qd9LfFwaxqVJLtiR9FF1b+tWsz/96U8899xzrFixAtM0ufXWW5kxY8YWt/dPD+TUWLl3iokT7b7T7tCG/YhIfpBNaI1FsXMBiYQ2kx0vOs07rhSj59qbaZk9HSuVpN3dzJA5Bgh+7NnWbZjx85+yfMkRuMUiyZlTSUybxKoHl/HoV3/OtAN24s6dP87uv7yC1oMPw3YMH8RVs+hqC3snbOib7FCcmfMDrYcHYuiW6/dbANK0ZdM/kKw7QPvgrxR0fwlXb8a2IJ6n2xzynqsBPYypkYroLbUH73clzi6YIOD91jvQit0So7t1pAIQKzpvuuP3vZpsIT3Hijs2o1tYWpFep92TD5H6EcXmRIENebsqLhy4npDYsCBAqnUJVy08Q7aZWLamJ6yQJAy5j2r7uubWnksC9MH2K65QrFBXleo6lbeF9qFyL9X/R1XfkMGcuN4okyeosP0EmAtLQAEwjHLNbyqzOppC6KqFJWP4+ydKTWkERoE5mTlUS0FtbQur/wmjXyw0altut5EobtjzzmAFmH2/PRE/jSdFJMvhWEYpoHWYyeJ7NMT9DO1jBcTlNgzwu6O/AmPHs8MfbmUw5TFiyXgJY+3LlB++h1fufpTBlauYdvzB7HndeYzfZVsco+ohGMhXr1UIr8tJXMEkpNr3bPz8Gax54DkAtJg6NpWUv98G6RLiVq1na9asYbfddqNYLDJ+/HiuvvpqTNO7t8cdd9wW9wP+BYCcaqpIb72KCVtT0PfdtEauVsHSBeK6Qpg5qGUFFv72OtbdcT9rb76dFed8lfb3L2DsvrvTtnhfStN3JFeo3M9ZM5lw1CH03XY3L93wR+7c57OYHa04gyN0bDedWcfux+ZnXsLZ+yi/qH1bqggpKAK9QnIkZ/h6V3mrTHZSnrmTh/1kBtsxiL8UTrULE8yEF3dUCg1Gz9gWK7IeKE235EmZBTK2VdOupXuTuQwglm3o9I8DD1B1t1YGIMlV6oEEj7GzS4bHxgW0/yqrzMrArQrFplvySr3UWM3KVDZNc33tOu/ZmtgEE17kOMkoBkl2l4h3Jm8Y3iThD/jh7F6UvElURqm8LcxlGKU9F+ZODfzehPsjLEZR9CMsg1UGv7LrtP45woFdlIU9FxHD2ZkKStyotX09C8rC1HPPaVotMGkfRQKeYJ+jLMx9CLUB/PVMLgyvZpqGAcFmEzVkgKv2M+y+yNYMc6ya/F43cpOGbVOfu/ztyDVOxQIkHc/XxIxbusOyDZ1Yphc6IsaKVMybB1JmAcsokm7J+/HBAszVJEboDqX1/fxir8/TedQhZI67hH7LJUGJ9pUPsvqbV5HtWcvMD+3JbhecwPj9FvpVEqLGHfV6gyEwMb/etGWUAi7iPb7zObY96UDuOuEyYi0WVqnxgrDmfFtRXgQ8Bu6QQw7x/964cSMbNmzguuuu44QTTiCVStU5urE1fXWaphnA08Ba13WP0DTtQOBbeNTJMHCq67qvaprWBvwCaANOcl33LU3TTgV+ArzPdd3nK+29ABzhum7P27qCJkxl5cKkOcIAXd2aq4q8iPzvvzcrB9Gu1pr96mSzQi0r0GJpTPrIYUz6yGH03rWU4ZdfxV73Fq+cdhblUpExi/fE3WVnWradzZRPnoj9eg8rf/J7ug7Yjb4HngJg3XM9rLpjKZ3HH0VCCpaP7GOFpcuMk4LPKx91qr2AqZUD/R4oJugd8igsMUiaZtl3OQ5UisCLYvN22SRjJrAdT1/OMkvk4x6I6LNbAmWu7HLMj5mr1ist0jvUSu9Aqw+2hMtUxMP5Qe625TFutuX1x4C05q2a/aDjFm8lrAryim3yIC6AXZhYcJwSc/V+AHJajCEsep12P84r6lk3Y6lYnoReva50S7Wfcjau3P8oPTa/34a6fwk5VjEMKES5WqLMLhlouKF9ULfVi4tptE+jtuX+RC0ugsdX37V62cVQvXfB3/B/izJdG70umAq6o36X+2eZVbmLsISBeqLPwqLqiTZjzcZsNsu2bSmrE8Y4Ry186rcT/qzl9rwFRMKb8SUcLQTOa9rUizx/1W38+dzvAdC19060zJtF55EHM3avXdBNE0Mr+/sWc3l++9HLmHD0YXDahXS7g+hP3cfG23/LW0/9jd2+eSbTj90fPVbVuizWIXer/fYAm7yABSRyoRRYaG7822u8+X/P8Mov72fGsQfWbTv0ty0EcI3YONM0OeaYY+jo6MA0TW6//XZOOeUUAJYsWfLuATngc8ByQBTlvA440nXd5ZqmfQa4CDgVOAn4AbAaOAs4v7L/m8CFwPFvq8db2dRVSjMsnArUVNAk/v9eAHRR1qgKRL0JXsTrvHDW1yhs2Iw1qYtx++5G67wZGIkEA08+Qf/PfsHw8teZcebH2e68U5l51D7EcXjrwWf402FnA9D/qzsZ8+n/gokzfc03oUSesEoMDZjYm7xzitqHsnBoyizQbQ5hUCZt5LD1GH2FNuySwfT0IKnxeQ/UjbSStmz/GroS2aobUypTZZklaCl4DEyFOUnHqzFsA8VEKEOXl8qpZLIJn40DvOoLhifYmyl4n45lFukfSHor5ViO9gqQ63BtkCbcGkmKkIoCYZN+tzHEVGcTybLFnOF+HN0gE28BEzJ6knzZ8P+T24gCcbIIsgr6ReygL51ScctAMBC4UTWEyOtsEC8XBuLqsbMJPZgEIm+XLexeRAHRWndsyEIxUrJh9GNEo/NHAbp6SRGR4HALJzZZ+656Dll/0APpphQ+0Ex1kHq2pRnQzbiLo55fI6snNu39Hgbmttz9F+aGDSZyJRgg4Y/pMmOv2nanHc5QTy/PX3UrfY8ug0eX8caPf+P/fvhNP0Z7c5iN63p54KxraJ07A/fU82l99m5eveBS2qdOYO5H9mPujedRbu3wFpA0s2gJJmmI/VSvkb9/JTv21Rt+x2Nf+SlTj1zM7DM/RtfRhwTiSuvet8jF5Za9U6rtv//+7L///mzYsIGzzjqLCRMmcOutt7J48WJ0/e2999AkkNM0bTJwOPDfwLmVzS5VUJcC3qr82wDKlf9kqda7gH01TZvnuu6Kt9nvUVuUrpwqT7I1Xan12DlT2e68Q17uem7WelpzYR+Nr0Jf+TiSUyay6Nffxm1Ps+mx51j7m/sZfOZ5rO5OzDEdjFu8EPvNdfRlNvPa925mxomHUcwGYzYGbvwRk77xNa+9eIl1G5IBl4ndUia9sZIQMc5hXFeeXMFz83abQ7RLRYf6Cm2BBAa/32Z4ppO4xoGiJLwr4t6GWrGdGF1dWdKajW0UGSgmPIau0n5NexV2yHObevdXPP+0kYMWr7pDr+OxhWs2VGLr2vAzUtvxwFy+1agbtxaVgWbpRTpcm0TZwUdUQE4Xz9Xxv3r53c8Ug2Vx1Jgv8V/YecX+YaWnoP5gGFqPVAm89vYLSiT425UBOkoeRL5WQ3E5h/arAlBTZoEBI16dEBTWT+5rI3YuCuDVy1Rtyu0UIVNSD7TVTPZmKaA7uCUCyPUSMMS5AsC+4pavsrjVdlT35tZOVmjGwmIq6wntVo+r875L+pFhYFe0F1WrtG5/K++BGmIQ9gzFeyWPfbIl9BJWa5K9vnMme33nTH8e2Ph6H6/94FZevPKX5NZv5ubZpzF226nM/q8TGNnvRIau/BKv/elhFv3wYqYe8D5pHqkNKwgrX+dv27yRF3/4O4Z61tHSNY7sQJZXfno32+y/K9t+/CAmH/h+Uqk2nJEcr9z0J578+s/QrQT7/+FqEnNnY5dihAu/1N6z8O1b930qFApcf/31fP3rX+eEE07g+uuvp6VldMLB9axZ9PBd4DxAjur+BPAHTdNywCCwR2X7zcAv8WaRj0v7l4ErgC8Bp7yNPr8j1iyAq8eyNVPN4e9hzcbMQa2rVViwrFBlwJjczcgba5n60QW0zZtJx/EnMLLJJru2n9LmDKWBDGZ2I6WhYcbstidv3H4H9pq1xFqTFEe8GLe+n97CuMMOxNprsVdftKNAn52kkPdql3avSbBpjrevyEGd2jnssWpuDEuLUaaE7cYq7r4qu9SXb/H7KwCecGPZJYOBSoveZOKxeAKoiAEuDLQEJs3KrepuHyFje8HFPuNneIA96RbpLDvYuhTDVCkFlskmWOZ0MS9lMsXY7D+vZko9qc/Lr79aKQBS0nQ2W+3kdJO8buLgsc1pw/b7BbBea/OvMwqsiXsWZVGAY0sGxCjNuzBw17CtEB1JHTdSX1JlHAEwg66csL7KmaXBjNfaLDmxfSgbJzMUZ87kYKJKs+7tt2MqMLFMT3dQdmE1I3wclhnciPGT76EcXA/i26oKdIdNUaMtzSZbM+ybyiJ6ALc+OGumzTCB52aAYTMmA+SgpFD4QinMfE1LpxYMCotNmcLCy89k3299ms771xNvb+HoJ3/IstufouewJXQtWsCRT99IIu1BBblsoGxRi2qA9U+/zO17fCrwu5Ew2ed755AdtFl+/V08+J+X0Tqpk2zfJibttQNLfvFVUgt3YvPqjdz3/o+w12+vQp84ueb+1LMtBW83J3av+/tjjz3GSSedxLx587j77ru3WPS3nmmuW7/Aq6ZpRwAfcF33M5qm7Qd8vhIj9xvgctd1n9Q07QvAPNd1PxHRxqnArsDZwIvAocDviYiR0zTNffDBB7f8qurYmwwFzzXKArdhZbK21GS6splWE8OQf/ul6AAoU1vLzZW2yb+7rlbZVvmt8nchM0zuzXW0zpiE0dpKqazhlHRKJY1SqbZ9w3CJlfPYKyqErK6jGQbW3DlohlR30dEpOjpG0WvDTZRJxEsYukvZ1bBixUBOa9tIkVybThkN19XQNBfX1Si6GiW3uqfr4pfzEq+9uBZDd0noJTTNpSS2adWnUnI1nMpgpGsuhlb2j9U1Fx0oVv7u0PO4aDjoGLgYlHHRKGDguDplqV+u6/XB0F1aDAejcpcdDL8fssnXrWmu8puLhouOi4GLOQzFNm8fF40SGmU0v0/y9hJ64F6J+Bfv2nWipj+d2vdC3BO1v2FtqE4FNV+5rLSrth/VJ/Duj/q9argkh11ybfXff9XEuxX9u/K3q+GihfZdNvk+yxZ1fXJ79fobtr/cthj3xLuraS5twyWyle8Iqt+9+p7Jv6nPXu1T2dUC1yKf1+8P4fev5Oo132n1/NV/N1OWUv72VYu615pWiRsccci0mqH9GE17UceL/d9O2+o81qgPYc8JvLJ+YkzSNde/BwAxvey3bWguyY02G+xBzPZWhnp66Zi1DbEQlkn9htVnD7XvWDGXx0jE0TWXfGYYZziHM2JTKjikZk1GTya8v0dyFAaGibUmSYxPM/jqm5TzBVIL5qIZjQFxvfsU2K/Ob9O0YDmt4eFh2tqqE/WLL77IxIkTGTt2bFPnErb//vvj1ht0JGuGkdsL+JCmaR/AWzd1aJp2N7Ct67pPVvb5FfDHRg25rlvUNO1/gC822ne//fZromujt3Pd/3tb7tOtzbIJF2szrtU5S4u8st/Wc8GGsXRyIogfPya5V4PCptuQuW8dT//HJ1h0/00YU2eSySbo32Sxfr1Fy9oE6Q2GJ947JU8q8xyZEz8YvKZLz6d9/mH+KngoG2fdhiQb+xJYlRJd2VSeubMG2XVyHxBcvdnlGPv9eRNP7FOJP6swLZli0pPnkFw3QKjLQl6BysyLcL8NFBP0ZDr848MC62UWa0cGyesmq2mnUxsmXcqT103Wa0lfNkSk04tVendqxKtKEcthaUUypaTPCspMkLqSTcdypDU78B5lXAu7bLLnIwO8tF+8JobToljVowMGNQubGLYb85952sj574NdNmviUoSpzwKCkhyqi75RfIxgBOV9g6xc4zg4tX+BTD2tyA5L87y4X7SGHoQnRAV+D2GtA7G25aq0Q6CChxL8X1+EOfoa5XtSEyNXx9Ur9OrEfZHHwh2Wlnlpv3jgPahnYc+0Xr9E3xo9Q7n6Rb1qA1uaLdp4n2BS1YefWscdu00c9bnebWs2DjXqfRR1ooWwN+DXcO1OjfhlCEsFh4f/37V8ev7+3BZfxzPnXMsRt32F8Xt1VYXOlXFB/g7qifrKVh1Hxvvv6ws/uYfnLriKaQftyos3/pGpB72ft/78IsWsjb3JI2lmf/wwFp65dyTz2AzzJvfNdV02/+01EuNStE7qDOz3E3PPmmOXLl0awC/XXXcde+65J0cffbS/bWBggEceeYQrr7ySuXPnMn/+fMrlMttvvz2zZs1q2D/VGn4JruteAFwAIBg54CigV9O0ua7rrgQOwkuEaMZupNZN+67Zd7QD+RL3vuvnDQNNFsV3LDauGYvSnFPdrPJkrMZCdR+6FzNOO4a1P/kVc//7C1im4ZelySTK9IyL0ZYq0j30KutOPAgAzTRxHQdryjbYmRE662URZXXsTTGYBd2m96FmStV4LjnZQVgAjDZRmikMmNklwxcATuglpqcHI2M8RPyYcG32045JkYzjJTQkK/cvU0pWBrSYD+JkOQ3/Prux0NhE0S8xCAoQ11kaIln2QERON8GAXkzKaGRKyVo3ogZoFmEmJneLogcONSsgWRLct1jTtlyiql7lg0badqHJBqMEcWFmuzHcJqJnVCHtmt8bVEmp6gNWk0FULbhq6bUtSXiQXJoRx6tu0jBQ26j/USaPC2pyVM2+o6yeIZ5vOp73MrlHefzbNTXrWs5ybqYvzRZ335J2VAAW1E2svk/14msD5/CljoxAub2cJAadbsnTZWWxdIehNev5/fH/jZ7qILZHkucu+CEfvucyUu/bvgbEyd9I86BNSQ5RakrvcuoBFDdmKIzYnPDUtaRmeAB7w+PP8+vDv8yRS79H6/ZzyZejwyFka9Sv/qeXc9eenqMxvcNMPvzcz0ZV0QXgoosuYr/99uOOO+4gl8vxxhtvMDIywq677sqkSZMolUq8+OKLlEolbrvtNl5//XW0ZmhmybboC6kwa6cDt2uaVgY2A//Z5LEFTdOuAv53S879j2rNltHaGjYalq9ZMCebKknSfciePHfWN5njuoH4r0SiRNcEL4blbzP3BmDqFd9gzBEfRIF4LwAAIABJREFU4IU99sVe8xaFt3pD+yXqrGbGOcQm1k68lu74TFQYTJNZLwhOnt7gFR67JMwv4Cwrl0vxUN7KsvqbkBsRlnSLzDH7GcKqJB54iQ5Cm8mSAvcHR0y6K9nnYnJNx3JkikmfobPdGJliMjAZi33zuukDOfCevyw0LO6TiInDrcqRBKp+SKLWYn+nCfbaBwSS/0HNhIYgOJOZt+oxtecSUjHNWmhMYyDurdKvLdSIjAJv1UksGgCFxispwtHVfYuRFTUamVqSKW3kajwJYTG8wg1dkwQVISgeOKe06JNBXSB2sEnAKgNEsZgKnD8i1iyg9VeTrdtAlkY5NipDOSCR06gOrloJJQJ4ywCskclxmFHWzL1WganMzPmCykqN3ee+dwdPXHIT7z/3OHqXvUE573DSs9ehj59QF8j77eoRpbWUccHrVzhzrxsGe5zniefKY9ffbryP3S88sQLi6gsGNwJv4v275/hL6Ln9AQAOveNSJh+wC+YoQRzAjjvuyMqVK3n22Wdpa2tj+vTpdHd3NwRrowFzo0IWrusuBa8irOu6dwB3NHncjXhMnPj7KuCq0Zx7a9qlHLJFrNzbcavKWapqxqqwrcHORbVdzxomQzRg5sbsugNuqUT/vY8y4dB9vGNSOZ91sswiqX32YOCRJ1h93kWsPu+ian+7PKpasFOZoTgb+xJ0Z3V6p+QZ15Vn6sQRLLPIsqEu3zXUbQxJ7sFY4Br6Cm0BEKcq3kdJCcgDswg+t0sGvSOtgYFddosKsc2BYgJb97JGRdKCsLxu+mBOuHu9fhURn2DvQCtdVhaBSgN6hhRp12zSpo1NLJCp6xBjvdbGerPN3y7eIzU+LFF2fMCX0L2SX2qYlQzioAoKRUZsGEDzj9WU+qaukHiJNQx29ttQAIHqvq7dvxg4Vu5LsA+m//8ymve3Hty3ntVzL6v9CJ4vVjM5hTItivizZYaBu9pEiyiBYcHYypnTUB0fxP99cA9olXfLH4ekd0P+viLvlwTkZWa2pvxTk9p5YdetJpME3aDhsh21Jc3ULNEYqjs1XGcwPFu53n71jq9uH92YHZWlrP4ms/dhFuhDZSzys4XjJRIJgwlpr8rNmzf9hr9eeRsfv+er/OG/foCeiNMxcxv08Wn/Ha9h0xQFhOBvtWEYahiC6iUJE/I3izaPXHorr9z9FB84//S6iULNLByF9T+70gdxJ6/5Da0Tx9Xsc62xb+Txqo0bN46DDjqo6f1Ha38/v957zOpVeBitRYGpLQFZo7Wt5aoNq9Gq6syJj68lobHTxZ9gxTU3MfXwRcF2KgPk9r/8IY9PXhD4bdt77qRl/vbYlfk3MxRn/XrLlxtR2/Ezs/Ri6L0UrJWolyqfX033j1p1B8VevYFQlOtSy91ksgks0wgMOHY5xgvFbj++ztIdBjUL0/DazdiVUk+mEHbN+22tGurAShV9N7Gv22bYpEs58roZ6RKF6rOPAuV53Qz8u8O16aDKzoVZ0i2S1uygC0etCkKxhgW2ifnae7LJNR/DYjD9c4SAP4gGbo0sjFn2z48kzRJicrybbJETZF0QFw0Gege8oOnuVFWHUK7wEc0SVQGT6JelFwMgLgy4qabjknRLPoAbDbOvmszMRQEb+Z7IE7pYNIS9F2Egprm4tzpu5IhybXXbe5vyFM24/VRrVDUkTLMxzNTwGP/4ENZyvLaRdVffzLNX3saHbzib3552Fdt9eBGLLjkF7aFiAMRFAaOwxd9o3JNhIRyWVmTtky9z0x5no5sx9vne2bS2GmjKN1kulSg7RWJWcByqJ09kl03cchk0jbbJnSTGtEXu+16xf1kgp7JyzVZxqGfvBlCTzyEPsO+ELl0YmINqfIwM5ibsszOPnnghv+tazMQP7MP2V1+CJSQFnBgYBjN/dA2OXaSweg0dBxxAy/zZftuDI95H3p5yGAKyALZO3vZiNyyz6FdigOqElNNilNBYkR/vB0dXY1xqExsCK++QuDhhvmu1cqwoQZW2bK/clhmjdyDGUDbui/cKIWAxGQ04ca/UF9XYOBUM+vFu8Ty9I62sGBgbKJdj6Q42MTJGNS5QBV3+M1LYtTIallYFWTktxqBh+YxbouwEwB1UQWCykeh1nfgwkTgB+JUtvGsJuvlsoxhg7eq1G6xcEXQtB86txLUFmM3K+WT5ERVM1sb8RTNxMgtRBR/hJdDCTJ7MLaOENba2MoWIEZMBnSoPobqhLL1It+HFk9YbkxKSO15+D5JukZwWHFtGM56oDD6MLuYxLPZOZR/rVQnZkpi6xq7I2r42Avb12KEwUFaPlWwkSRPFIIbdW5ktTejeu4dUISZfNiiXSrx2xfUsvfRnGPEYnfOnc/uJ32bfi45n57OPoa/Ywbau53mop8molgSTLeodURNi1KQcYSPrPLX4SbvN4eVrbmPt3Y9w0B1X+O/MyEsr+fX7/oMphyxkye+vDNyDqD6JbVMXzuKc0n3S1tr9XNfl+uuv54orruDkk0/m4osvjrwP77T9ywK5RvZeAm9bYqMdfLfEAoPChLFY3eOwezfS+6fH2K4YHEA0TaP1wEMC2xynqgmVGazU3bMN4omyV1MxBXOnDviFk/Nlw6/cYLUUaccm6RYxMZiX2ICdiJEpJenLt0QKpNYzMWGKfcXgmLEtulMjWIYHJsVqNmMmAM8lvLq/Ddsx6G6XS3eVApOSd4469UyVcjr+IKyDTZsv2isAhKrtljILgUBj4VqVQZsjTdDy5C27zmxioFl13+1I9krJfq3u74E48cyASiKFnCUdfGZq2TH5vHI8X8AUd2BNv7WiF7yu1YLIMBNu5agMWnWCbcQ0hImgRv0mn8cOYY3DdL/EfW40LskgrpGFjSOhsZWSOzsMzEG0my2azfG2q5VlvP+Hx6A1Y/VYTbXdmOaGPptGsVb1QF9YyEA9F6Tsphb9D1ZOie5fzbejsE8yQ27pDoOr+/jZjqdTGMoC0NqVZruP7MPsEw9GHz+B1bLHI+K52eWY326U1QvTEP0PCw8QtuCohSxw7wLg1o9dQecuc/w21z+1nHs+9EWS4zro6GwL7WdUMYBGGesA5/fvyPFnHs/KlSs56qijuO666zj//PMxzcbZ3u+E/UsDuahYua0pMVKPNVOtGVatWXC2NUBc1AsdlQCx7X99lFevv5P5l51NrM3TE1Iz9OTi1LmCQT5vkBmIMzwQw8rqlMcWiSfK5G2DdCqY5CASCuyySaaUpN3wKhho6HS4NrbmUeDVQVnO/AxKi9Rca6ASgRKbIYpOl4xaV5kU5ybYueljBwL9CNw7JWFCPr+cxSgzPeKey0LF+bLhu5AzWY+J7E6N+DGEfrtujNWkPfdhGX9162jh7mn/OGJVYKckBtQEv8vu1AgQF2bq+euBoDAWTnUbNnMOqNWEEguSQKZwyCSjxu+ooE51Aaku2XruJ2//2u9NZk7kvgrLlw0f5Hl9cEKz4cWzsTRvARQmjFVGI6fFalz06jhQM/HqhL8fenX/+s/27Y+3o4k5axR3WW+738Yo+iwzYLKFuSTDyiWKNkTf1VhLmb0KAN4mFj9ZN88z3/s9ax5+gZ77nyM/UHXr73zG4cw54SC22XMHNE3zJJ3y8ci4u7DKQPJ5A/ek5p0KuuHFWN9MqJNJkTkHzOfJH97HvKP3It/Rye2LPs0Hf3Amf778VtpTFh3uMAWjIueklOVUz9EI0BXzBZYsWcKBBx7IjTfeSDKZ5A9/+ANLly59R+Pg6tm/NJBTrR6Ai3JpNgJqb4cZa/bYqPOq/atnjbJXa/YPyVKbsM/O/PXCa3j5ip+w5weW+PuK2DQ/tV0BcHGrTFuq6BV6kyyRKAVcod7K3fFjyNRrm+AOg1EtOyMPdLJch3x/RDsZ1yJTTDItOSCdz4vxkift6v/D78vgiEkPqUDx8WmJDFYlaSBTTPqMnsygQSIggxI2uFu6gxWv1n0V4NIyPdeuCgAdV6ev0BZY2frXJgE1f1tlope/g4xr+b8Bgd8DbJrkThX9Ffda/q2RRTF99QBcIO6rwsg1/d5Lk09AD00FSw2kPuRjwq7h7UimeG0WQ/8t2va114pJbD1a/zGhl7BjMf/ZQPU5jqfAmlL1IwwLSJfbC1yTHj4hhmW41nXLh+iQNQOatlRiohnGUNPcujFVqjVayKgsW1ibUYtl8X/xTtYr4SfaCYuVLJfL/Gi/i1n1yIuB4973ycPY7ewPM27eZDRdr+pIlmINM8ijEqDCTGzPlJI190PVOGyGWNnlPw7kzadf5Ymv38we3/4ME94/l/vPv5Epu8/l9aUvYJ9+JfE2izEzupi02xxSey0gr8UD/TOLeQpDOYp2geS4dqx4MvRc2fPvZc6cOXznO99B0zR6enro7e1l0aJFofu/G/ZvIEfjF6UZ9+loWYFmTYA5k2Kkjrv4vd65t1SKZDRWyHhxOa0zJgH48Wq2E2NwxCSfr06UubxBIa8Tt8q+K1XUWC3kdeKJirZaJTYOqq7VrviwPxFljCTjpOzMCe4wdjxWdcFWQJwI/hb3JF2q0v553aQDm05zOHCfbMMbUPoKHtMXKTBpFv06ke0t3nX3DyRpbyn4IprgDV75cjULdlrLoD94D5Cgy8pWGT/J3aSuIEPPb9TGV8l9tstmTUapYIz82DWtCtCi3gXbrc10VUGeeGerNV+h32j328tpMU/ahCrwUVmDKFkUqJY9gxAXoU4gvmu0JiYrlbVpJF4rA+iBYqJmfwF8mpFpgFrmrdF+MpgLA3DCBpw4A06cVaRq3pc57oaa5JR6oQDi/N45zVAwp1ozIE78e0t0CIU1y5jVS3ARv6kl3aKuUV3IqO3V61vY+x/FcEWZ/C6qLkkxD5SKJe7/8i946LLbAVh0zpHs/7WTSLR5oKVmcSfFiIbFCcrAOxhDXd91L8aXtJHD1qvSSuJeqIvORnO0ETNYfP4xfO9957D31WdzzJM/Ynj5K9y69+ewB0ZY/+Jq5h6xG4Vhm2d/dC8lp0jXghk4uQLZvs1kVq3HHsgSb7WwBz2X8in3f4NtDtw1cJ6Vv32cp++8k2effdaXB7n88ss544wzAtUc3m37lwdyl3IIX+PugOr9aO2djpMbrUt2a1oUK6cGiefLBsVhDxzl1q7niQ98gmK+iDlnHt0XXky+aPkik7m8UQVttldTtZCv+nriiTLTJw8zp2uzz3zJcRwq6zCJTQxqpi9H0qkNk07Y9JbaAxOT7CJUg/wBPzNUuJcsiqApA5fEzFimNPEoenU196vyfskZtaIWrNdelYXrs+XtFYAWCzJzAyT85A7B/IXF5IjBty/fwoBRO0l7rGDtoCuqQ4jzBY6LeB8sI9pdaxL8TVSTCIt/Edvl56WCuKgYr0TZIYHjP0fVHLzavKqJey8AUVTcUnNxfEVUNkv9d1QbW2JRrJLs0lPfB89NHGSXHcld7+0b/iyj740ZKR4dZjIIqMf+BY4Jq3fbBDDyjx8lM2xpRU9wXGHynRBGO0p/L4yVBGq+L9U9HYw1DLrs1drIXjtVJkvOJI87eZ7/zZO8cM9zPPtTr/TlpF1nc9zPzmbMttNDr18OkaiXtKLqWoo+h0mFqN+yvFiU4+lGqxwhFoTtMyYxYf407lzyeRZ+8SPoqRQHXPlJihsH+NMXfkK8LckBXz+Jsdt08MDXfsUDl/wKsyXBmUsvYcyU8Qz1ZfjLjUv5y00Psf1RC+ncYVrgPJueeZk/fvJ/ue/OP/jltlzX5fvf/z5Tp06lp6eHb3zjGzQqe/pO2L88kIPaVYiwv6eMSJTJ7tZ3oh8qE9PswAfQtfj9AGx64vnqxqeWsfEXv6b9G9eSOPhIchVWLmGVPBYuERwYuibkmJDO+S5V24mRjwf3CbgJKz8ty3YxLTkQcBlNMTYzxfCyPDOlpJ/B6RDzg/57nDGkYzk6teFQNkeuIqFOLiJLVUx+Qk7EdmJ+lqtdjvl97HXaazIOe4da6W4f8StJ5MsGmWzCd5VWY2ISATAnMsUy4r4lssrquFqPVjBKaikl1YUL1ectVuLyvVbLtwUGbF0A5eo+g5pFZwVUye5P+R5bCsCTGVF5QpKPFyAu2ShgP4Kdk4VvVeYD6seyqaWHZJNZpEagTrYwPbVGx6h9kc9VL9Yu7G/xjsl1X9WqE/XYGLU/UWWaVBPXJifvqL/Jf8vsoJoxLPehLnsdsjBtpFigMbqxtpE70bcQHUM5bCEMGIWLMXu/iYxw+XvJj9hcd/ilvPbwSwC0daU56/nv0jYhXTm6GBoTqYqPh5nncnZqAKh8LeI61OsL/B3iagrch1Hc+xN+dzF/+sJP+NuN9zH01kbWL3uDslNk8aWnsvnFHn6wy+cY6a+GzzjZPIm2JLmBLN/d40ssPvtwPv3s/5KeNiFA7rz+wDJuPf5yfvaDG1i0aBH5fJ6lS5dy+umnA3D22WfzrW99i3322YdzzjmHJ554ggsuuKDpfr9d+zeQo5r00EzwdJi9k8AqzLbkPO9GFmtiXIo5nzwaa+Y0xp36cQadNkZW9ZJ5ahnOjotJJkoBpXDZ1Spsaucw81JeWrldjpGxLV7uHwud6uRTZXLExLxieBzpeD7gek26RZIM025UAZ5JkSEsVmTHkbEt+swWMpZXRUF4aQWQGXDiQfesMlmJvkQxcZ6rrt2fiPoHknSmckGB0sokKYsFy+WVVDAHFUBX+bddMry4QcMDi93GEDYxtEq2XRioqBHvVIRzxf7yIByIqzKCE6Jc71U2IYacLDtVuZNYC44WqwFx/nmbYN98YeMmwJywnFYNUfAnB612saIGidezZl2lUBuMDmqQfqkm9qweWzeaczcy8Q6qWmSjKYs22v5EgUsZ4Kl9rJfhWe1HdZHRqIJHTVyf8j6GvZ9bU6sz6rxhIEg9Bj3I5qk1lIsFh/PbTwJgt08ezJ5nHcG07SaiaRph+aRBqalollMsWFTBcbWdqGzTmnbrxHhHbYt6BsO9mznius8SS3jj2C1H/zfL73icobUbOfzn5+O6LsNvbSS3cZChlav59XHf5NZP/4Cxk8fg2AV2OeMDtE6dUNOvh7/xKw6/5gyOPvpoPvvZz3LttdcGznvsscdyzjnnAHDllVdyww03/BvI/SNZFIhTX7T3qkzJ1rbiiI2WSjPotOE4OvFttiF+wHRKeYNEouBnrMqWyxukOwoVJi7IYHS3elUdhCtIuALlWCyoSG9UAE9foY2MnqTbHPJLTIkBTrhNBYgTbskBJx5YgaaNnKf/ZlTdTV1W1u/zgBOnd6g1cB1qTVfbifmlvIS1txRY3d9GZjBOuqPg7ydEYG0nRnf7SECbScipCJCXiuW9SQrTZ9vE4Kmm/DdaVUPQxaPGuYTFpQG+kDB4Lul0sXpv8rrp1XytmABxUHF9lh06KgBLZczUBAa5GoVqibJDslj7Wy5mhgK8REULyiBBh2tXz63hMYohWav+30266OoF66uxbBB0dUJzgKmRPllYFmMz7eqaO2qh23paaipTFmb1XI6hgsARACMqMN77TkLaaRBI36j6ThhTJJ8n8FuDSkthBILTDBOlVY9Xv097KMeXu08D4Ktrf0Rq4pjIZsQ4qpZmjOyv4k6t+V2JtQ3zIkUBMfW+jybG2ybGNfM/C8BunzmcvT7/YQ676lNM3mMej1/5W/r+8jLlYpn5H92H+Z/6IHrM4LQ/f4tV//csulPkQ986GWtiJ+VymeW3PMiLtz/O0T8+k1g6jZPN0z5xDMVi0Qdx5513HldccQUAmzdvJpVKcfbZZ7PDDjtw6qmnNuzv1rR/A7mKiVi5qA9YVUQXk4C8vyxS+14Dbu80GydMa20htzmHVSnALFi3ieNr14AyqOtodQLVG6AqJmsF5BWCg51NDAObOWZ/4P6LTNTeYjsA081q2awV+fEBEOYBxRirsh0AlQLRxWofSlWGQEyUQnNOLnrvt1XZnisYWGY1g1Yck68AV/86HN1X9bfMIlZryRd0tYmRbskFsrvscowMQU05GYyJCcWg7AUT1zBOISKYSkyLvI+8ygdIF7M+u5bTTdLFbBBQVU6Xq9SADQNVAvilgUzMiwkUSRBQ6z6V20gWHcyy9+4knaBETc6M4396Ea+87sa99nQ8Ro5a8CVsa1R6US2MmWsWQEWVtVJj4JqNu2skNNuMVlqjurnNJAoETJcXF+HtqCaYtzCAFQbu3qmwFNnUc9RLJIsCMMLCQhPUpB/XdfndRbfw5x8/yPAGb/w4474vh4K4sPZkN2e9uGhhWgQjFwZMw65vtJ6sUD3DSkZ80S7Q+8CTJMe2k9s0xFPX3s0en/sQY2Z0s/d5x7Lrpw6jd9kbxCjxyLfv5L4v3si4OdtQLpbY/EYfXdtP5rhrP8ljl/+aZTc/jJVupTAwwoMX3cy2x+6Jbmgkf7UGY+/q9/LjH/+YhQsXctVVV/HMM89w9NFHs//++7PzzjtzwAEHNHVNW8v+DeS20OqVuokCfX9P21LXaj0JEmGytpo1sZPhdX1+7YGcAlpUS8ZLoSxdmFVjYkwyDepkmnilpYh5+/eWPEDXl2+hZ1PK04ZrqbJeItPUNMvYToxp7YO+K7IrkWWgmCAVy9M7MtbPSBUaco7jdUYc69+XvMH6TJKhbDBtX3YvyyZAYKaQgITyW2USkwFeppQMTKBClgXEKr3MlNJm+o12P3lBBnZqULRvmoXtehIVHa4dAG7pQpV5I+aBMA+IZQkzFcTlFXAnXK8iji5RdgLAMBcLTh4CxKkALuE45CtinGa5hKMrTJHUDw2XpFTVwp/AQrTVhIVJroTu14ReWhgzJywMFKmsWph7MSzLdWvoszVjasKH6u4brdUkETQAgjWaZBFsVhjbK1tYAhSAjkHSLfkLdJUta9b9Kh8TlVwXNa/I34u8z6q/vMJr9z7L9IWzueuS23jjiVf830696bPMPXBBaDvCRHuOBObk6i1hlRnCMo/VhIZ6JeHCSJBGFsbM2cR4a/lbrPz1Qyy75k6yldi3bfbYlqNvu4i2SeMRqzor1cr0fecDcPK+O1AulSgZCUyKLPvRH7nz//2UWz5xLbP22Z7jv/9JtttrNvaa9fz6K7dz/4U/p21MK9///vd59NFH/fNv3LiRlpYWDj30UPbee29++MMfcsABB7B06dKmr2tr2d8fYbyH7MsczmX89u/djXfMtlacXJjrQ7BWg6+/hbmt98HkK1mqKlCTGSwBgsT/wXNbhtU2FRbI4HJjlNAZIs6Q5GqQBVAto0iv006f3eIzXx7gqgI5cS5PLsVgWV8nlllk3tjN/sQ7UExgOwamWfaTEexSNbHBS1qI+edItxf86xWg0XO/esAuVzDoW5+ka0KOzlSlvmqFlewttWPpDiuGx/kMoaU7/oDm1TKtajvlDcOXvahOpt59MqnEuunevRGDbWdpiIn2gM9uATi6QSbewjqzw6uzWsySLmTpyHv9G0xUkz/64p7mWF43ycRafJatxrUqsXVJHHIxs2Yf/3dlokkWnRowF2Z5SVFdBXGquWg15xZgLmzRorqHZOmWLTG1TFJYYH+UqRmKEGSvwly79SwKUIYLvoa3GUzyqM2aHI3597gc/H+jBAZo7CaV4y3D3PVqeAB4rLKmIPy3K0el9jVqXxm8hf2W101ef/glfv+VW2vPb5nsevye6E1W8KjnwgzGzTqhz6JeYpLa/3okiDCZ/HByef54/s/Y7fSD6J4/DYcYrzz6Mg9f9FM2vfIWs47ciwX/eQhPXP5rJuwwlZmL5/PiLx6kaBcoDGYZM3sbEqZGcXAYK9VKaup4Zh+4k5+7vscnlrDHJ5YE+gyQnNrFKTd8BoB1qzfz9ZmfIZfLccghh3DvvfeyYsUKdF1n5syZ6HqdVeC7YP8Gck2a7PZ5Jywqq+/dttHqyKnZZKWRHMlUO7mCEcrGySBO3dY/kKR/IMmcrs1+RmhPxnN3plvyXq3SeB5bD2pMldHoddrr9nPVUIefDSpbJptgKBuvMGxBAWKAZX2ddKdGmNYy6F2rEwuATiFDYjuG7zq1zCLdKQHcYoHYOcssMSS1n04V6GitMBiVbNauRBYhHtw70OrVcq0AzRWlcX6bQ9k4namcV/u1ZJCxLZ5/bSzJRIkpXcO8j9dYY4xhrrOeZKzIoFR2K13KMTW7KcBsCVarI59jKhvpa+0gr5sBoGeWS/Rb7WRiLf43IQZr4SIV1jCrtLJPTq+NaZPBm5gIEuUKqCsCZpDllMGbfKzomzyZxLRq0FLS9QCcr2knxwlF6YXVAXGN9M+EqQzaaCRImmn/7SRhqFm7jdoKk70YzVgZNd6p2nuW7tRWGWkCEIUBuNAEGiU8IAyAiL6OZrxWF9DNhu9AtQ+CuZb7nSg7zD1oJ2bt+4yflbrtkh2Ztdc8Fh29C7pRH1zUq68rTAVxYaY+c/XehoG5Rib358bDvsYbD71Iy7h2XrrzSf7268fID9vs9eUTmH/SgRSMBE9dcgMArq7z6OW3ATDryD0xSg5Pfvv2mva/U7oV9Np7rvZdvC/zHvPmoZUrV7Jy5Uoeeugh5s6dO6preift30CuSdtSEPdecKs2a82AOJmNC8pZeMcOvfgKqU99lhEJxImKDsl4qSamDPDjyTKDcT+WTsSizRu72Z/0Bpx4QOdKlKNyXW9iFqBSrkHZP5AkVzCYkJbcjpWSW+DFw+XTBj2ZDl55M8WcyQNMax8kHcv5E3a+7LFddsnw+9o70OrXXxXnWrMhHmDfqr8Z/jlFTdU1G9o9AFcBcbZj+O5cgFW5FD2blFIXwJoN7azb4LFi6Y5CpTyXBzD7N1ls7EuQ3mjyXLKNDcm1PNQ3CbrwyjJJliw7HviRAFHOjJN0CiQcr09TMxvJtLQyGLdwdINczANrGSMZKkItAy7ZBLAKS4KQ/6+2I8yfhCsTbWh8nBlvyMSBx7C0Ntyr1gI0LLb9AAAgAElEQVSyKFL2Xpg16+JUmblG+9eex1T+jv5+G+nhCWvExNXqmVWreETJxAiLmszFpC3iWu2yKX3LIdULFOHhem48uR9R8ZpAaNKM2obs/ldBENQf6+sxdPXmligGcfPaTVyy51cZWOcJEM1dsoCDLz6W7feaU90/5FpzEjCUr0u2MMa5RupGuf+RAt3SdUQ9/0TZYfWzb3D14d9k0s4z2O+cD7LhtV56nn2Dou3Q88hyZi/ZiZ4/v8y4uZM46Nozmbzn9uS1OINlE20wQ7wtybg522BvGGTHjy3mb798iJ57/kJbV5r9vnQssw/aiXGzJ9JuGbSMbUPTtIaSRqViieWPruDp3zzF5ic3kU6nOfLII0kmk+ywww6h1/L3sn8clPEu2QUcyXfdWgS/JTYaEPdOAr63405VtcNqfpeAU3a4THbVWzgT55GzDRKSWzVXMHxAJ5ucEJHuKHjSHFIx6HzZqCmRJJivXkdktw6yYtOYQHyaAFzCVq5OkUx4QHJO12Y/K1TElXVNGGZ6ulrOKq3ZYNjYRrV+aCoG1jYlejIddLdXNORsy3etCoBqO4a/TfQl3ZIPMB2mWfYzZr1jqpptvU47PZtSdKdGqrVqK/dYXFPeNsgnDAaBQUwygx4ga0sVyVpl9E0x9ILOcw918xzdLFqyliVjX2OiM8hKcwLJmMQoVAbYZNkBC6YObfTBnABL/VY7OYnZElUbZLYrp8X8ihnqoC0SH8Lcr80wd8JkdjBn1pYMCnPbhrVfjyGIqiUb2FYB+FtbzLe6vfmyVltyjmYrR9RvN5qFC80alrbJ918GcaKEnWwBiRa9GFpFohGQGM07Vs+VL2dfyybHrkWN5Y2AZs3+Edtffmg5lx90GQAnX3Mqu522BCNmBI4La1O+56rbNqfFGPIjmz0Le2/sskm3MYRJEQNvgVhPoLueyce0pFsY7h8kPWsid3/5V4zbdjJjtp+Opuucce3/I9ERXH4NlE3im/t4/qrf8ty1v2fmkvdx3E2fY8ruc9E0jT3OOJgf7XshY2d1c/B/n1S9NxHvibjX9rDNyvuWsfyRFTzxm2dIT0xz6gdP4dDrDmXBggUkk+Flu/7e9m8g9w7ZPwMT10hiIbDNiTGy8mWS06fQ0haj4HoTnGmWfVdkPu+Bu1zBCMTNCRescDGm43kyhQQ9m1I1rlABfkRigO0YyELaYrtpljHNMoMjlRWo7Z2jvaU28aIK1PJBxkFyt/kFwPWYD+KEya5WAeYcRyczFCeRKPnX1We3BDTnPFeudz2ZLDy0dmrgGj22zStvloyXMM0yfeuTfhWM9est2lPS5FiplhFPlBluKVMqubROzZHuKJC2qgNuOzYry52kzZw/EAN+ksH9Y7djSmmz73pNOgU6GWIwbtEXTwXKm0F1Iu5w7cDEkDNifoUF9RgxkOYqLtlAVqriPpLZEtWFKidFNAPgoBIjt4Xfp6x43/QxTbtb60k+OHXdXGrd4y21WnemyuRVWbioWLhmJ3Xx3oh41kyxOknKVSfkWsdhfWp03ih3aiMWrl77Sen9rWk7xKPZ7D0J66twqwqbs2Abvrr0AmYvnIkTSwBlchXVcQHiopKFwtoTVVZUq4nB1Ip0GsPeedwiBjrpUnV8Vu9J3XtE8PuMV/o7btft6D7uA0xYuC1tLeGuYWddH8985zf87Sf3ssMxizjj8csZN3tiYJ8Z++zAN0q/oWg7fn+Fyf2wSgX6X1/PM39eyfIHX+K5u55j5m4z2W6/7TjzngsYt+NMztaOCe3He8n+cdDGu2hna8dsNVbunbBmqPzRWFhdzZpMMGXyUt2YAEOr+jAnbRPYTwZxwtTkh3RHVV9OZqnSLXnSll2jtSX+zoASfxYEefJ5p08e9t2edinml8fqo8UXGpU12GxiTHCH/b9zWow1pWoav3zdAFPGD/nxcbYTYwgv2UFlIe2SF+9mmUUy2QSZbMLvtwB/VI4dHEmSzxtkBuIkrJInqFypiJGsZL7m8gZDA6Zfmxbwa9gyQiDZRNZ9S+pFBrHod736gGnNJq1nSeIwpbSZV/ROnrKmslvLaqZmPYHmjoLnnu2LpwKDoXCzBgKUxfskaWiJWDgxySRxSCgATDB89fTj5MlJdttCkI2ox7qFfUNRVU3qSWaoJZJkDcSompTvhFVLOTXrlpWyqyMkTZopFB/l1lQncf9cFWA/hBVw4YXJsXhuVcV9L+8XUtt1NMybbPKiIMpkABSWqBNlUYuUwPnrSPWo1pJqYe4eswMJGSrbFhZjKv6d02I+2IyaQ+RnHVYxwutnIvJ6khHXLIO8cqnMykdX8NIDL1IueavxtY8vZ9lpV3Lwry5hh+P2CrQZL+V58do7uOtz1wPw5VXfZ8yU8dHx6xo4Wol8/yYY38Fbz/ew4dVexk5o55WHXmLNc2+w5tnXKeaLzNtnW6bvsx2HfOtUOrqjNffeq/ZvIPcPZvILGxWgKtvWzFL1/h3OxtmOgRaLUSp4zFG6vUBmKB5avUEGNzKocxzdj12LqpQgmzfIJyi7mp+kkMkmAgyZLPUhA7zegVbSLXm6W0eC7lS8yWmiUy12D0CshbSRY0V+nKdnZ5TIFBIBF6pISLCMor+9vaXgl+yyzFIlXi7oAh4cSZKMe0yl6K8AdOCVMwP8WrUAnWNt//hkosT69RYF27vuuOWBOk13yQzE/exZh1ggIcGkSKc27Lu1MMeS000m2gOkY1nyusnPBnZm8dhVzMn3kSxW41xEnJx/HUqZH/CAkQB5GSNJ0i36UiW+FlwROsqVa6nE4amJE0kaxzWJbFjZ1LgcMYlouNUJU7wqimhrPUAnT3KjrZ9aj50bDdPXTGHysHOHmeiruBX1AFy9agQQLeAsnsOgZvlxcM2UIfPPFaGPZ0uxmvVAXBhAUt+XKPBTrw0BjOq5TVWGOax9OWO26fNWAJxgNk2Kfp1h+d0Pi+lT5w1VXkeuiiGz9s0AzWTZoVgo8ssv/IIjLzwKPaZTLpVZ/ddVTN9lOm+9OcBvzruZQrbAyOZhdvrQrpQ0ndOWXcvyx1bRdu+zbLP4fYE2Hz33Gp767h3+35++4/N0T0pB2Qlcszj/W8vXctsld/DCPX/FyRU47c4v8tr9f2Xp1fcybddZdM2fyvxj9+SgSz5G9/aT0bRw1eZ/BDYO/g3kIu29zsrB1mPkGrFx/nZp4BVsnJyVmducRbesQHyaACZhgC7gXlWZK8fwgE+F+crYFv0DnutFji9TNdoA330qQJvs3gUqWaVe8kEqlidt5JhS2hzqlpAHQxGfJ5cKqvY3eC9UE25Ukegg+iiSPPKJEp1jbYlVVNs3/OvZttNjyHoyHThO9frHdQXd0Kbj0jUh592vykQYVUze0jzJk4xugQUT7QGSOCweu4qfrdiBhdPHs1vLm9XMOR2GNKuuvpqtgDtHK2JW3K1pPRvUpKtYR8HG0b1zZGItHviKV0Gd/HxUvThVqiRsMh5t9lwjkwVxVZDWKBni7bJzUcBPTUiobm/seh1Nn8RzFWxsupSrC+JqwIOU7BEG5lTwppZOi9Kpqwc2olyOYe9FPTd9TrmmsG+qXszglsSUiX7KAA6Ci3Wh0xiWeKRmlQuTs2pV6aZ6IE6PKA6fG8zx1T2+zPpX+2gb08pDP1nKQO8AVrtFMV+kWCiy54UfpXP+dMYfuphyq5cRWgZ22mEHdjr9A5WWHEpOkYe/8AP+epUH4q5Y8T90zuj0flbc0PIz/P03f08pl2fczC72+eLR3POVX7HpjT4+9I3j2f9LxwWel02dZ9V4jfGesH8DuX9g2xqSJc26VBtNALYTY/iJv9C684K6+4k4OdW8yg7FQFbq6v42P77MkSpF5CqgUNRudV0CzJjM5uUKhh8vBx5r5pX5qt67Ce5wbXUCcXxlYBQmV31Ix/OQ8s69ut9zUfat98BmwiqR7ijgxPUKK2cEQN5QNu5fj3Atd6dGqpmtCiDIl71SYUKjLqGXSLfkWZ9J+vcjyhxH94A3MUzpPRmiCsQsir7kSb/ZTjrmgaypziYOmr2aW5+dDQtgt3gVzFmGJB4a4oaU67eKihOWVmRIg0HTYp3Z4TMJ6VKOifYAjm74TF2UyHCYyaC7kZvKxSJjeM+pHmMdVWBdrnwRlnXq79sAOI0my7SRbansiWyaFj4xB84T8pxFfKRqYe7HWrHf2v6EZfGOln0Ms7DvO4yxFdvF+xMFWMLAn1paTs24rmcCXMr7qgsTlYWTzSEGGiRC3n/1WaisXJiOnFX5Lv1jQtzKYUkfyx98iVLFVfq7S6u6rPaQzaKzjqD70D1JHnAACb1EmfrP954TL+WV2x7Garf47kvfpKOzPZCNG8bKb1yziWfueIrFp+3Hf9x9MTktxs4f39+/ZnFFjaRH/pHs30Du72jNaAvJpuOOWs/u7YgAh4G4gOSIwkDle1aRPvTgQBthTJwAc4JZq4rleueZ1jJIlxXDMksBFk5uT4A4gLKr0b/J8l2P4v8i0UCcQzBwUF3VpzWbtFNbSUCOuZIHLksv0m0Mee4hPUaXlWVe20aYUJEMaU35EiuCXRMJC/D/2XvzMDmu8lz8rb2qZ7q7ZqTRjCyNJC+yDHjBjs0awMYhhC3sELb8QkJIyM3iCzghrEmAkPyuLyEJSxJIQgKEsIUkLAFyDYZwAZtV2A5eMEiW7JnRSKPq6Zmuver+ceqcOnX6VHXPSDIy6HsePZru2k6d6q56+/2+733BmhZsI8FMt6j9izXMtdeHZBb4AndLTTFrD4iOXlEruLu1Cns+wXcPbWUpV4CkYI8tWUhDDYcOTbCGCK9rY3d7FXNGH01xIJ4CLALirCzGReq9CB6s42C/Q7WMyf7yssuNMT9q+VoKGIq6poDrUgSIR6w34WBPeAxG1NwJSq+RD6PycAOavVnFEFXiR7kQMIFpCZg72cGzduPuf5gRHJ99HGVCT9YpmTA+RqU2aWpPJuHCH18mdyE7pqglR4/B/89HHYjigf/Qe0UdmZXFyIS0m8iIyQCBIwEbvCOJL8jlGFnKPvcyGR0ZEyfe2/k0M39sUVeRP0+xVpT+2OKZOEBe86Zg+PNlphE+/LqP4Anv+A3YaYj3POUtePqfvxjrkYK5R10M7bIrCuBG6o9rtRqLHwxP/YeX4z+8Y3jkEy/C7JQNjADE3/nYTXj3tR/C1S95DH7uLS/EQHheyp6ddU0Yv2S8qPFYp1OcAXINcSLp1aaGhM0AK7I/7aSKEjexcbKHAG/FxRf7UwCWLC1hYscWTLQi0Cc+D+RkaVbqZEDStBqWew5mdxY+nHZQiN2WbglA2Z1Jmag0VdjfXs+E240qrB8FcWLMKGvYHq+yL7JnErsp2sXFNzsA5MY5p/XZzY5qzfHzxaeVbW4KKYDjU7zMucIGS9eGmYZebCLUtCHhYzZnGk01xegaUSVFTRlBGtN3OlicVxEGhSOFbSLMXJZSrgsvt9Ep3BqcLMYe4zh6dnFNuQeflziVh65Y+1Taqg2fC72JU3cK20gq6Z869wcx6vTrxOXivsSU0kaiajCe1DJio4DYKFP7zYDEJgC3kf2Jjg1ANZ3J3z94IFX3I6gu6ho1agVoOScHKoMjlkU0hcjeyoLeZ6WsGz1XxGM3KACoaDQCYBqOdfqHov6iDHyJn+EKIziCgaRd7GK9K91Pkyack8RA7iBeOo5/eM3HsP3Cedxz2wKWDx6Fbuo4++pLkJgOXjl4GFJ7grHyttKXerEC1Tpb+v1qt3Roho6t29rMXUYmO5TnOf79PV/Gh//kU/jNj12DHY944JCdGT9+MTbbJFMZfxzjIx/5CBzHwaWXXoo/+qM/wlOe8pQT3u84cQbIneIQKWwZiBvFxo0D3uoaH0602UEsSOZlAPi6LQBI19ahdyZrGxUogKP6coyxKmrt+gMT3//6NPxIw/lneUMda17fxJEjJQtEmwBUpdr5SoMxfkW6EgAT9p21BpX6B89ssa5KQ9NJvRgczGl95jfqgtz4l7U2AuhYiiYZwxdkOhb7Jdi84y5S9zE/vw7HTDnnCOFhxbFwNH1K08TUBoyus9vyYCNhTNZSNEnWL2ROwlDD7DYfYagRiZICu84dsoBDFpa7UYUB5YEcbxxP9cFWYcNSycPKAHGcqHzGeNkX+qBX41oGtzznEgzMGX2EmUvqLnO9omRP/69jPsSQadeJ7/uKDr4njf/uSRs2CtAwym/4vvI13cgYTjZTWFeT5uRJ44OQv4aj5hGQAzieheM7KDfCwIohA3GyDlM1nxgCRi4w5PlLBbXrggdx/N+OsG1sOUOZATo2mRCxw12TJlBZp+NH3U2cPEFHst2QJMrxPt7/vz+Dn9n3FLzs6lcWa30VT33t03D21Zdgz7MejcAsMikO8TOl3/m6LmcKSmnw9bXnP/J8fPNT++Egw6WP3gtHUPRezRS8742fwE2fvRXX3PAHcB+wmzRBjPhciJ+buvkZN9bW1vCCF7wA1113Hb7zne9gbm5uw/vYbJwBciPi/tD0UBcnmlKlMSzQqQ+J7+pKhMRbhTY5UbnViywcBXFUCoQyZYuxjltudeH6GtY/vxX/daGDvWevMlHc1XUDh+9uwR6oCFpZRW4DAKuloyFKl/DhBTZpWpiMQbMDbupXOsf6mo3FuI1A0ys3N2pA7yoBrjAPM1mSXmxy+nIm2t0Y27cSD1VvYOGI52Cb6zPrMT4oE8fXwMWxyuRM9rirmDXXmDuDqwTw4DBQ7bYjwvYVna8AoK7oyJwM8eWrDOQuHHXQH5hMnJgP6sFqaGvkJptXtd4AAvxoXR3xejVq61tE4G9rZUF7oFYfyrPmWkVDrI4t4bvzRMabfzCIDF2FJcoTZoLO71ecCz5kHawnO0aJC49i7kbFRlO0dBvyf5FCzvVKd69MQ66u5gyo16vkj1G7vIaFGzq23lyPVif2K+ssZfvJHXSiYJhRA+DEPLjbQE2nYbB9hYZR2bdhmPDUVqU+V2ZlJxP4bZID4a+Hmwyqr4VGFVELju4/XjqO/3HpGzB77jY88qzHAQD+/2+/Ec4DzkbfInXCsaRMYaT7gyCHwnsfX/ycR+IN+z6KL3/qu7j4EefiTR94CQDglht/gL/74//APT88ivMu3Y2Xf+ZVsOdngTHBfRPQ20xadWpqCnme44YbbkBeU1d5quIMkDvFsVk27lT6ugLjdaqKN34ZG0dThcc++nE4Fz4QsTPF7vW8qwNQBXG2kbDGgV5i4eu3zsAeqLAHKmYP6Vic1/G9r2zF8gWEgTtyxIZpZ8jsDJPWsF8rb/0lsl7U6gcAZq0BApv4kh70u7BbwyzD9qAHx4yxTV/DEUySa1ik/Khkh5v6LCWxFLbQNcivac+w4W7tMw9UoEihTle15/gHMusCjnWuXpC8nmuvY9ZcI00ChfbW7WtbGFvpDayK5VkYajh62yTcYwaUeWDX9nW2z/mtfTbnQabDSwnjSM8LACtuFm+EtDkAIJ8dL3Wk6USqzM9/Vug1YHqAmQFoZXE8TVO7SsBYPrEeCMAQiANKJlqsHd1o4XIlrbMJs/emoPPNg7FxJDfEGAXi6oBaCcjqwVyQ6chzpRbEAfXSI+POtVSvUqi/k243Bog7kZCJ8PJgUEFeYdqc+MSPTffhGwbcwQC+wTFkcQTLrE//1QnsjgrxB864qW/+ON/63C1YW1nHG3/4euz4VhfvTD6IUCV3D/pd5J9pMvBW1zTBUqFK9Vnp770Ab1j7Z5yTenjVpa/D37z6X2BM2nj///5PvOxNT8Xun7sMuy7cSc5vTEbyxy3OALkxYrOsnKw9/FSFLK26mUaHjbBxtB7M1mPcfe1rMPW0p0j1eCigC0Pi6ECBBd33zfduBQDo2yOsbY+wslcFAhXZdAKvZyIKVUQBEbnlmbgw0GDZKRQ1Z+MBSG1aEGtYjCfQH5gM6OyZ7rFtKVu3GLdJrZumY1lrY1e8AujATNCHqw5g2TEOaVOAUu3KozfFADozuQcAtOUPQZkvJs9aeYFdAaC2kcDW1rGvdYw9ACl4mrXJL/+loIX+wGRadX6kEdYSwOJ8iDynzJ7G2E8qekwf2LRhgWroLWttAIChVVmvQ+kUS7mOYqX4zmM+eHaUsppA+eubLStAs6wzj77Pj40XHx7Ht1KRSe+jms4ZB8xt1OGBAjgZiBsF0k7UCqwu6ur6yP/DIE40qa+b7zqAIH5+xu1GFdm/oS5Mnk0aQ9xX3E58yPMdpGqeDzFxsrAiji0zjaHXsnDXB2xbfh0ivh0M1c/5ujGUYq2MYYwuWX6u6sS3xXlxkhjX/8u38A+//1G84lPXwprgSly4Boq62joZ8JYBU3pe7FoXrFzgbMEPlQn8+od/B1//4JfhL6/iWa97Kh78W0+B6ZgIsTGgthnW9nSOM0DuFIUMxLE6pJpiTxoni40bF8RtlI0DqhIfxz/yUQCA+5znVor5xaCdqjToA7/dimDZKcJAY/ZT9kCF3k3gdiPShRlYiAK1InpLQZ2q5BVrLKot50caOhMx3FaI5Z6DAytdHEC3IgRMztUAVHJ9AmMb5tPjzMXAKWQ26FzSa2ZlRIgSGkkVjnqoUxAEFMyERoBZLynq4exh+YbdTq/yegj8DayC7SyLf3fuGsDrmZgEoPSA7399GuddsVJJp1YFnovmBL18yNLltIaOjjNQ9Yr7BR2TGLSzljKQlD0UP0OeRJl/1I8f+n6sDH+vADAw16Qhl4vqv5JoSgPSKIv0qw+Fps+CyMSK75H9FvO1wRq3uvQsZU7F/YkgTlHyDYO4jbBj/MN5aIwnKWUt2k9Rb15ZQ4EUXAgdplYco5d1pSyc2x8ukxjaX1hfM9cU7qDcd8ixdVQ7kRfAFjvu62SUeKs8qtPIR1PH761fvhMfeNWHce1nXoX5i3cBWQw1N2sdHMRoqj8TmcG6eu8AOuzLLsFjL91X+dyNJVK8ATu251m/PPa6p0ucAXIbCJlmjhhNAI6PceRGTpfgfQ8rAsCFZ+ripz6FXW//S0w+7GGlqXtRE0cdCOj7cayyBgReVLjfI3OpruiwfQ2BUz6QHCvFZLcAUDb3IAw0hIGGNFUrfqSU2WoX96nlnoOZrs+Oy7YvHqRhRjpEgeLhpgGuWda7dPIAR5TJikgmAGYC7+p+qe2kldeaKtjzNUZDsgkUXHFzMTdB0ql0Gy9zsBS2Ks0UFEhvc/2KvIllpZjdRm7W+hphKg9/aQbG1Rlj8lzNR6DqlTSoCALEhzyr4xNMzWs11CS1iWJQAA2UkiQjtynESqVRAIRYGZZh4IF4huGSB1mpQZM1F40T0TeTzd2JNE00sXajQNyoGPXjU3xQ8w9nKiBdqX8SQ6mfc1ktnhii3iNQgjgx6rqcqdsIBXAUvPXzHFYUbxqUjROUjeNTrDTEJonQMOAb5rBMj2SKaIcuZcsq2nYNzB5Qgp+VxR7+6uUfxAve8hycd+F2lr6sOKRsIMax0AOGgX+lWSLbmEZfZb81n4v7c5wBcmPGNcoz8S78c+M6IoiTGhGfhA7VE41RRccyRoEHcbQ2zjFTxEtLGOzfj3P/9h0Yrlwra9doerXdihiYsrWUODasEJo+ClS4vobBjhBRoGISpcQILynCy5eEgYYkVZg7ArGj0gsXBWKJNdMlwGbWHjDJEHqeFCBRJwXXDrCEFgJHZ7VwVhZjHsdZowMUe0jxmzF0dFyqAUNJsKxOVgr5yRzXaCfFOna3V7HHOI5OHrCU5u29aSz3HAZS6fyXnbApVteNoYYSTcuw45Ielo44+N5XtsL9mRBz06QmzlUCQAeWosnKuCrpYA4wlW4enHQMq3mrdjbzy0Vx47qaK3bMmrSmKDwsZcKEYnxZxNCRFyUHdWLG9c4m49liiWbj5L3mZoOmFOeo2remdTYTdddIrH2qY+NYvROXOqNgTqx/YscR0uvsPe64vCTIOACCiktTNk50ahEBAA/i2LlEMdQsHxvE+VYh0VMAMzHFKovQNOAbBmPeRqVxrTiuNEoApOtVxj46Scye8lZW7eQUX7P1UQU7f3/tP+PiR52Pxz7jUij8nOX5hkBUU8qSb+agoJOvtxMZ4I2CuCbwJnYe3x/jDJA7CTEOgAPkv2pPBnA7WVZdo0JmP+X90/ux5dnPgNZqVepMS7cBkwEw2lnKdzK6dgDLKsFE4KQwLZI2XevpWOvp2DIbMnFfmrploMVOoa/lTBCXSnHEpgowq66iRkz3YSsJvMzBvHYcfc3GElpSWZDb17bAsx1crC+wm8eubAUdvYVV2IhBauqgyWuFmDF4ZgxZmrl2QORPuLC1FA+dvodo1+Vl7ddS2KqAuNK6Sx+y8WLXZNUEOuTct7k+trk++jtNfPX/7ID9hASXtJeIm4ISwLYSVifocnWAXm5XhW91wFLL1G5XD6UpRd6FQqbdJ4b4neABlqhXxoM4/n+paGxDnVsGZYjZk4JK0dWBA2gn6jSwEUasTixXtr9R69UfI4aKfGgu68DUqNRWpW6K77gswBwNUb+Mj83cJ8Wx1IG4ynGKhzwP4pw4HgnAAMCMy3FFhYeyWA8nq49r2ve4gI6uE0pYPIADLwlg6cONHL5uVK4hLScBSnDjHV3Dt67/Hv7u5jfCzLOK5JA4uqY0tnhcesyKDIrYmVuw9Q6SCos4rl6gOC7x3GTxpPZvjL3f0ynOALkNxMu0X8C7UsLKif6BGwVx9wXztpngWYQhhqVguGgYRgZNTZEcP1YAIXLuNI26favPPEXp9rZBxH9n7QHmjD4Ohm65fEC+uVGosvo3085ICtXSEBesnmOmDBSurhvQjmdDtl8LRx34Ha2UOjFXCYhLh62ZaH0a31UKAAf7HdjdBBfhXgDkxjMb9TCL3pDS+hFlku0bKJlNqltXzsHwA3efdZTZVPH2O4tpG15gVxwwbC1BYOhY7OkV5wiejQOGhYFnuj5wxSVyGJYAACAASURBVAquv3EH7Eck2Nc6xlLE1OlBBD+0Xk4GWmRiwrZG0tJBTmyrloIWbC1BqGmMmePdQmw1gav5Qw9wWXcjbfQo57dayyUCsToQR/abSrdh29Ywc2x9dRjMybYR2e0TSZvWiQ6L7F8d8zcO8FSQjwRwAIZYHWCYGREf1nUdkpstMRFZOZmTgmws4joiiJPVwmWqwpg2oGTZ6lg6mh4V98W/Pw5TJwbPvoksErO2A9AJ/SFmaRQAou+LICdLM2Rphq99ej8e/czLYXIq5wpy6BKmSwROIrDj3SaGnCZqrmkTAycDkOOAt3GA8v0lzgC5DYYoLgrUgzix5qOpy+t0CDGlKsokVFkrcq47f+fX8O2HPx7Z3T+Ae+5uto7nWkxXTSx654MK6s7Pr2PJclizAwBMFs0OAJEf4eVLaDhmCkUh/9M6OG9gwSk01QwjwyWzy7hYX8AqSAo3zDRiQwUw2RA2BwKYu703DXSB8/VlzEa98kZSrEY/DzxwqIjjqlVT8K4RsfSuq/k4Pz4CKyQPO09vsXTqUthijCXpYBVqvrimEm9gweuZmN3mV0SRw0hjXa0AAXMzl/k4sNKFraXYbXnleRegbSlsSeeBnZuWMDaRihOzZRQEKAnmjD6TlqFAVtSW68FET7MYyOMbQoCyo5bW5Ynm6cDG2bGNSIswRlIEiUoCsfG1Lh1bV6pAl7HtG2Q4eJBWtz1/HBlg5OdJ5odrKwlh5Mb8wSlLqVYensVmfJelwzEt42QRxulAHvWedL9FLRxQPuDFhzoP1NSspKGcMJICuMjQ4VsmQrNMkfJAjqZOZeCh0t1aw66V+yGgLbYc6XKeVaTr0mswqlNTZo2XJhmC9Qhve9n7cc7F8zjnop2N45MFn95m45Swc9LzkaS/m44ztL0A4OrAmxPH0vrE+0uMDeQURdEAfAPAPXmeP1lRlA8AuByEYb0JwK/leR4riqICeC+A8wD8ap7ntyqKciWALwD4+TzPP1Hs75MArsvz/IaTeD73SYxqaBBrbnglcuDEFaRlYzkZ0fjQKWy02GvKBqENfXoafj8C7YFyzbDiCTq8r5SAmSJtR50PAJIWpBZcQMkwbdsWCHVwJHhQx0e7FcEwCGsldlrSRgIAVYZIS9k5BrEOb2AV8h0z6LkW9lk2dqkrQ0K5ZB70yoOSXvNdegmWABAwOIiJHZjaghsN4OuE3TuiTGIxbiPMNHSNCHNGn3WMMmeK2EQQ6zCMDIu9CdhGwmoMZeH1C/urAuTaWgLbSHDA6wAuKs4UvdhEkOpwzbCsfxPs2HjgS0WBDw46LGW82+mVn/sCyIq1dUGqD3WyhpmGHqyhgv0hVrgGpEDSAcuPsxrjFzuP0/Awch8bqKvbSGxU/kR6XIlbQxOIawJLvI8on9YDMPykqW9ub4w6Fm5UzRT/vlgLRwEXBVQyoEbfo6lUmkblARwFa5Qx44EBBWjhBli5JlAn1ps5SQwnjuAOypINysoxtgsxA1U01SxrEqHzsrLcx2ue/7d42kt+Gi+69vFwt04CHDBaz/PGNCXPCsrAHB13XYxb19YUTaybyJg+cvbasfZ5OsZGUMDvAPgewITuPwDghcXf/wTgJQDeBeBnAdwI4FoAbwFAe3kPA3gNgE+c2JB/tHGN8ky8Bf8mBXGymhvRTkaMJk2gUdEE4urkG8bpDGyKMp2nsdeammPa7GNuYp0Bg15ioWtEzEcTAEup2mrC5oemVivpQb4zlUsZ+qFWSaF6fZN1xQKEmbKNqrAurSO7Gy6Q1zEeZE4sNWXdoBTE0VhcnyAgwxiu5xKBOw0nT5hbhBsNWMpj1Sy025IBPJPA35txFpYGLc5HtdTbonMKALf3CZPotkJ2DSiwpelmP9JY7SB97Q0suAXSJo4RKQ54nUqdHa0l5MV7xf/ZXBepzoP9Dqvh8wYWvJaNfd0VjpVM0CvkUWTMrLhfmcYaHc9IDTYOzJ3o53xUiHpoo4zlgROX2KhrKgGGZU1kHcgM+HHzRNPrNJpSnfz9SxRz5R+6TYCO1ovV3fea/HJl7gU8gBMts9gYopSlHvkUqgjc+Ho3gIA0M06g5DnMOEFk6AzAUfBWHqcEcfS4dZZdPKizDDmIouG1JirzSe8dMlcHizsnr1VoMXKAj2fd+FSmGw2kjR5/8fpP4K5b7sVjn3kZ2lpVS28UcwigALNVMMeHDNiNC97GSYueDOHm+0uMdWdRFGUngCcBeDOAlwNAnuef5pbfBIByrhqArPjH9yHtB2AoivK4PM//88SH/qMLWSp1MyDuVI9vnGh6uIyrPj/9iMuw8On/wp6HnsfeY92K3PedMnF8rRpAHAcOHW1zDRKSsRTL+NSqZZFuzTwvwErBPlGwR5oDEmbsLqsxokwUAyxFapaKHXcmYthGyuro+FQi//AWzcS93IYHG6uGjZm0DxfAauGhuGR2GcBbMDrE0iaPMWsNGPvmaoSx5GvIFtN2pU6RgrDAyCosJUC8Z5UVAuS8VRNhqFXcLyhI7QvzTG3BxEYKKqDMg6nF9Qks9xx4fZMdf7nnIIhnsG/6OLnWaky6kwvNwCYQVxmHqDnHiQyL+6DjsdW4FlTzkUNpXG9UEwS/jO2nhs3mPxOylGbdcfjGDl4/kC0Xuof55XVMOBln0shgVu4dxd27Kb3aWHclADrZg3vc+6JY7M6OUQPgxKDruIMBS5uKwE0M2XKefaMRCq4MPHihfzfVaNUBDr+w7uJTpMCwhZ2vGnASojnJg8tY1YZYNz7VClTTzPRcaAPFb731OXjkzz8Y//mhb+DAzYfxhnc+H1mW4Qv//l2c96Cz0M23SwFV03w0RR2IkwE42ZyJ7GadCLNs/VHrnu4x7hP/bQB+F0BbXKAoigHgRSCMHQB8FsD7AfwigJcKq7+p+He/BnKvx5PwanyWvZbW0WwAxJ0IK3cqYhwpAx5QbH/JC/Htp74YM5eci/mnXQUAlXqmHkx0jQi2mmApmmQPmq4REdBihjiEdiWlClSZOYDoyVGPVsIMTmB5xUaaqghDDV6P3DDcbgTb9VlzAC26pyk9W0tZerWXWENAw2U6mSYDg3T8fMxpfXTygtHIgSMK6b4N8lKj7WDaxazVxvJEm7F3u1BNt5aG9TFsMx6SK6G2RPvDWbh2gG47wlLQgjcowY2YYg5DDXmmsHkTxZj5oACYzXtRi0j3axsJFuNSw45ee8pe+qEGrzcJtxsxQMfAlZKU6VuZdEkT6NDSSrev2Fkshkyzr9K8UcyzwrXejasXVztGAczR9wChblJo4KhsJzOjV6pgb6hetZB2GSd44eFSHNioCF2TGK+rvrFbVZDFAKoP83FV/+tiM9phlGly1wdjATgxckVBb7LVqPUmHo+eLwOvNexcE2vEL3PApSf1YUatE/oVps83zCHgR5lTylDWhdci3/XJDvC4JzwQP/3o8/C4c1+LZz73p3D2Zbvxhl//JwDABz/293Al24udtBsBc03BN6M0pcE3E5ftfPVJ2c+PKpRR5q6KojwZwBPzPP+NotbtlXmeP5lb/m4A63meX9OwD7adoihfBPBaAL+Hmho5RVHyL3zhC5s4nfsuDnNcBv9gUIu/leJvfllTjKM2b6wBcanUgaxmm7ojytbnj8svz3OleK9YlivVdYvl9OMTHjkGRCEmds1BVcibhpJBRwYVOdKCBeFLY3SFPIiSXMN6rLN9AkCeKaA1xqoCZsOlqTkMrWCVUrK3rX6IRcNBkpLtLTOFruVsHHw4xcM2hwINGWJoyHMFcU72Ra9Xmqvs3HQ1g6EW55GryABoSg4DKZuRHEDEPXgzbo5UJWfnrSg5VOTQi5nNi3lPocIoardSqEiL8ehKCgMZtDzDGghw05QMYaaxMfLXQlHI/2mqYjYOsKDb0Iq54N3T6LlluVKZa02YN7oNfxxNzSv7yXIFaaogyxToWg5dz2BqKZuzDAr7PPHzw/6m4y9mk14DOo64ACKqUv0+0eVqMa/k73IdVfJNyKDAWcvhT1aPKYtxv7uyULk9j/N9FMdKl+VQar/ndVE31+JnUEFeGae1BoSTw2OpzHmeS99TkEPNc7Y8E6z6MqW8f9Bl49zzNjIGWah5DiXPoacZlJp1+Pdzbtz07yCyYdphdexKeS7iuQLD58Y+k7kwbyOev/x46LFk+xbPP1MUpEp5dbWc3EPoeomqSudfy1IkUQLL0Mrx5sDS4irW10Ps2bsNeZbjtlvuxc6dOzG5pXH4lbmRXXf6nuya0qDL6HypeQ41Gz13QHX+msK0zxprvXFibW0Nk5OTo1ccEVdddRVy8ctcE+Mwco8E8POKojwRgA2goyjK+/M8f6GiKG8AMAPg1zYwvjeD1Mo1/iy68sorN7DL+z5enl8PQK63NIqFk9U3jMPInfVFDfc+Jh3Z4CBLrdbVDMnqfMjf1Xoc3t0BAGNjKCt34M+vR+9z1+PR178HU3aMWXMNM8oaqxO725jGYtqu7He35cFGgv2DWdy5NFVhjGhq01stUhNFjRxll2g9GAC8+NYf4i/27IW3arLl21yfpQfnJtaxzzoKAPDykllylQBebmMpmhxK/XmBjSDWYBspdrdXK40HtLZMtNXideL44IVxCYsXMhZ2VbHh5TZmlLIBYzknlKCtJNiWB6SWTm/hjqyN23vTjJmi7CJNcdLwIw1hqOEVh2/Dm2YeBLcTVeaLplWpTAxl3/jXlPmk15i6R/CNKWJ93RHPgbdqYvtWH/Nb+6wechyGl9fa468DvRbkeAk7Zz540WExzS2LvTckuOvK4vMsqW8FxpczqYu6WrOxbfNqxjW0XkPDg1yGJKnMET/Os28AFh8z3JAFyFOafOQAJsJhSRqApBdTTs9NFnUab7Kgx9YF6RC2L647lGfh7IK9CTgpEVtgdOgy2sQAAIe+fz7mz7uj3L/Q2JByac+m83KSGGqNZh0NMT3oTbQq6/hC0wQgTzeKNXu85RdAWDe+bpDu5/gPjuAZj7sOAPD2P3s6fu5nL8DH//0W3HZgBTd97QC+d+sCkoTcp6+77jo89DGp1F+7MgecbAoAaZpYxrSKncViWly8dnzw11gMWucIgNU+nvOA5zeew0bihhtuuM/xy8i7Sp7nvw/g94EKs/ZCRVFeAuDxAK7O81yes5Hv73OKorwRwMmDwD+CeKtyNV6Nz9b6D94fQiZ4uplOuCDWMf0rL0Xvk5/C0S/ciKknXAagTMssGB0iMKvGWApbrDPSSx24mo+uEVWstWhXJgCgEyEMNfghsePiQQkFJGnh7ACUacH+wEQfwEVnHWU6bQBYfZ6txhVw65ohvMhi6VeawqQ1fXR+erBgGykp7B9YXJq3mEMjqXRl0jSuqwRMK06MvdkytgekxmXB7qKv2bCRoJMHmI3I+/QzNTexzkBnkOoM+BhGxmy6aD2hqhAATIEa73ZB55hv6KCSLXTdcpsEQZxy76WVZhcanYmYXKuiucLWykYHNj8St4cgIxItlpoOpVyDVGduFnUgju37BEV62X42CeJ4UBRDr3R/0h9fddZhsh9ao9K+TKwZckAnFw4eBnH0e6pCG3JrEB+wsjomJrorSZ/JHtp1sREQJxPxZfvhmhlGPfRlD3z+QV8XFCQ1pSiBatmMrxvwYZBzEHXeNlGYLzZtsLGZRhUcCvp4tPbOAViXK93HRz7+bRiGhjhO8aUv/wD/+IFv4NDhHhYWV/HQK3YhSTLMbu/iikeeg5m5DhSlWiYyKsSO2aEopt5JYgY0fcNkQHQcEDcqxNT6OQ9486b3dbrEibRR/RWAgwC+WiDyf8nz/I/G3PbNAP7tBI59WsV9CeA2w8adiqAPVxqKqmLiZx6Ppc9/HXsLILeq2GUNGYCDfpfUmnH1PV7qoBebxHnBDpi8RZhpOOB1YBg6YjOFZRFRYF4njTYjaBqh2N1OVGGTXDvAPusos7vqgwAkW43ZWABUarhEo3oKwGR+nEC1e7dOJ89VAlbnRh+SVDNuJu1je9BDJ/TL+qIWucG5yYA9uLzi0HxNmTewWIcuBZT9gclYM/NIyrp66XyQwZaMo9sioKw/4Aq0I4351NLaNNcOEHAPONtIsNibAGAx5o5GGBKg6AV2FeRqSWNNHFDWgtH6uKb12H55CzCOjeO7i2UhtdCT1LeNEyJAE0GSzPmDrhcXQszieEbV7snq8/jgrejoOrLOaoAADi1XWBMOWy5hSMSgtVtNiv68nhwV0qbH5eO+/hFMO1P5oCyNE0ZDQsBifRwzsW8UqiXnT9eh33WeZfNaLfb9p6BK7Ipl46jRo5NF03psWX+AVNdw98EVfPmGOxHHKVRVwcpxH8942sVQJiz84Ws+AaNl4tvfey2ySQe3fucwpvQJAM1AjmfjRBDHfwZoQwbfnVzXZXwmhmNDT/2inu2G4u+xt+W3K17/O0a6Ip7+8cd4PN6Wf0yqbST9tVHEidys+F/3YpwMyRF6469ViBf05PiI+j7gkNRlkBlYhAFPJeBpRlkDHLB9L4Ut1gQxaw2w2+lhKZpkqVzKOvEggS/uZ+Mp5E945gkgXZb7WsfQyQOsKjbpJE0dzGl99jATOwF3Oz1mU0UbEw7EU0yHzkscwtrFGmO36gAcgKJBgkv5qCUzsarYlYc/vVl1Qh97cJS9Tx8Uy1obvdCqpBn5OaB2WEFbY4ygrmaY65JfsnVjpIxbf2AOpVopWOcBuxh3L0xgtWNU7NP8UMPqulFsr1VSsOOAOTHE48uEgevShYAc0G0UNI0KnoGj0aQbWQF2hf/oUENEA5hkDTINXbf0s8e7cNSVgJD71uYL0kcakQt6ctTpQWTpfK6IHxi+V1JAxLM1wGg5io0ybzy4E71WfQ5IVSRWaoI2GLiD9SGmkI7Dl4xPTI+K4sUUCIamgfW1EN+6ZQHnPf7BQ64PvbsW8fG3fx6mbSCJE6z3Q3z/1nthGRp+cOcRBIMIaZphx04Xlz90D972zuei3bGh6xqWFldx9SPfSs7D0KBqKh6x7w/hDyL89bsvxNSljac+FCITJ+tG5juRZezqODFOGv3HKe4b+ubHOOqMo+ssaZr2cyKdq6dKN07slmsK/0ufx5Y//VMc8DqYa68TVkXVMWf0Sa2cEuDGwRa4ZsgcDioMiElYOwoUiVaaXhGyPXS0zdKunYkYbiuEpuaYn13DoaVJuO0IF8ysYNZcg40Ed8NFkJJ5vQj3IswNLGYzLC1JAVCYaUTqQUtY1+lS0MKsPWBWW15kFVp1XKpSSyosohdZUtDkJgP24DqiTBJpESWApzlwzBgdgzxsrTjGriLdQbWgYJgwQLo/PcMqmDgCkGhnLgU3ND1pqSl0JS8BnijIy6Wx+eDBMJ17CuboMUU2FihrGmlQVk4G5kYF36lat+0oiy4eKInsF20eoMBJ1tnaFHQ/dVFnZyW+roA6DsydaMjAnQzAiWBJVmhO06IUPAEb865k64DXdCuOWyOn0dQVyzNfIpijYcXDjNa4IT7s7TBiOnIURPAdrDTqujJ5yRP2HpceDCyzsm9ep47fhwyo8vVyi0cDXPPsd+MtH34pHvXo83B8eQ2f+eg38dkPfQNHFnp4+rMuxVRLg2laWOva+OKnbsazXvgQvPXvXgjHMWBaOlRVHWK9Zuc62H/H66Fp5Edanuf4ld++ErffsoDu9ASAsvaOZwr5Gj5RPoU+Gyn7y0vYyMSam+zQRgWd47rYesWfbWq/p1ucAXKnMDYD5oDRtST0QcEzc7KHS9NDqamIWsbK8akuucuDjnwwgD3r4ohHCu+ZKK9KAE+A0mN1W74GK4srqZxQNWC3Euzvz5b1UIVDBE0FUrDAnCAGFvIc6A+IOPAls8vYYxxn589LeXgG54VaWE1RvTYARBpFYCFpcXiv6BgVWTixZouXOQHA0qpA+YCyNfLgptdnwejAmogxu75auWHT+hW/ayKGjl5SspR8vViQalgKCOhzzbCSduzqITsnOo/0mtH0KGXSaO0hzzbS1xTM9Qcmq63zI4354DpmyYhaAjt6IiCu3Ie83gsYzaaJ7JeGEtjIfF75GMcLdFy5Dho+l1ISwRwwujxiXNZONs46EAfUd3421ceJIXuQs5Qht4wX6nUQV7TNxhlDHbg5WWEHRe2hbUDJ8wrAo+CAAjoKqJrOfVTQFC9N6wIExIhyG3yjBX+MC7aS7/XNn/wOvvahm3D9Z/4bP3XZPH71hZcjTXOsDyJ4YYKb99+D6z93GwDgve/8Et77zi8BAG648ZXYulXeaUlBHAAoioIX/4/HkHTwzfaQMLD4WqwjtLjPXZNVGn/eomDzRpm1H2cmjsYZIHeC8TLtF/De7H0ndZ+jLLx8RZc+MEYxBcDm1OXrWDne5SE8fA+SXg95ewscMy0exAV7k+kkxVp4cLZBivg7UVC5IYeGgYXpDna3VqVpXdoViQ6x36JjSDMFhpHhgpkVuLrPauIW01L20NV9LOfljWrWGiDIdASqztKpNLNENeBsrfAKVauglYI0qi03JCrMMXIGElYDAgCeJvdIXDK7AIBd3jH2Hn1A0BthVw9LoEP/FYDn0NIk/FDD9q0+Zro+q4cT53FuYr1i9+W2woJlLBsZ6N/UZo0H7V7fHBJu9npEEJh2y7rtsnmFgk42fw0iwHyM0oxj63Egjgc1dd8RJ0+gQqttOuCjzqrKV+rTqHyM8gP1VWMYzAFDRSfi2JrAmwx40rTvOHW8vKE5fd24vsDGjaP4T7eTWnlJYtTDvi7GZXJkdXJBYQ5vBzHULGfAji6j4CAydFgSkWA6Tj79SZoMyJioS4Q0pVq8Z0VxhfkTWUA+7XjolnsAAP/0jzcBALZMt3D06Br+6j1fxcUXbsfUVAtpmjEQBwAz2ybxjGdfhhf+0kNx1oQBSOZKHF8dy8kzkrwQNDBcR1gHxsXuXR7A/SSAsROJM0DuFEfdr/HNBmXhTqbHalOMy8rd+nAiBDx3lgrb6MPWEiz2J0hqTEsYKweQB9Yu71il2NcpRCTFB2KYaaWDQCEv4phpBSQ4RoILZlYK9snAqla6L1CDer7wm3d4WIomAbMoklcStEFM6nlRX7YvLk1pa6XRO/VpFUMEv57mVGy9bGVYNDoUipqpG0QnD7Ao6HF7Aws33zGNtZ6OPbfbaAM4vHUSt2yJYdoZrkpXcPvK1MhaPhmIE49D5UeI4K8Jr2fCslNYdop+z8AddxHnPtMqXSZsI60wh6MEbJmIcM04h8Zd05gg1qvJmG4x9SoDQHU1bk11quL6omwHXS6TIGKhluMCxmMFZeNmoWCIiRsaZxJDQQ69qOcCMFYqVQRVMnkMWYipyFGq/uMwWxtR6q+rtQosk4EGHrzxwb8vAxjuOpdl4MbB5qgGHDH7MklRvwgUeSmO2/cfxhOf948AgHPPnsav/+JD8KSnX4y77jqGo8fWsf+79+CGL92F7991FJdfthOPvWovnvCzF2DX/JT0/GRR13hRnptM7Ljq7CF+bkQgzov88uybHcSwfUEmxjlxgeHJR739hPdxusQZIHcS4peMF+G98Xis3DjNEHyID6FRD5G6OFGfRxqybsL1/74dAHDuv34cAEo/VY34eS72SQNET7Mwa65hz6As5vdZV1PZqQkVzMB9sTeBuxfI9m4nwjaX1JLx6ToVpWp9mGksBQkAgaoz70lbjdk/mnK11JSAOYC4PSg2tuVE0801AhyIp7jt6c2/NHenYE/mWiALvkidByBOkWpYmujASWLmy0oLpUPVKLfVEniBjSOegyhUMdlNkDxuBTPTAR7QXWd1e53/G+Gh2+4tGUcQm6+Dg05lTLycCB+L6xMMMPPyI7RGkUrCAEAUqLAHKqLppGLZJZMbGZoTzuuW/59PHdc12GwktVjWglUd2+ssqJq8ken3sG5bYPhHHGUk+DSi7D7AH0MWo44rjt0C39AwDODoQ3Y9zyt6Y2KdEw+qxJQfO1bBIjlxXOuAsJmOy6b91Y2Dj1FF8kO1cTUgTlwnsA2YcVJh0ZwwQmeNgDlZfRZ/LJqipTHEunGsHAWIfI3dPYt9BuIA4K4fruAdf/81vPZP/g9273Qx3bZw6QNn8bqXPgwPffBZyNvlsdAwJ02NIPTaexh9LUPDGNKwk3WgiuwbnX8K4HQByE36EZIGMHcygN79Kc4AuVMYYvEuH46QYjnVIZp8b2hbtdrlKYI5//P/ie0v/UW0Lr4IARVv1HyiEbc1xMFBB0GqY9Ya4IroIGbWVsl2hoHlSQIq6C9yK4vhGj5uD6ZZym/X9nUsr9gFE0d10DSm48YHHZesuzM0CSBzdb8i8NvVQ1Yr56UOtqkEyBkgqWA6b3y9HfUc5Q3mvcAeEgPuw4YLv7zeGhgrR9k4et5GlsLHcLs+QORKkFRBYhhqOP/cVcx0fcxNrKOrhxWJCQMpXCWoFPS7mo/A1llNHa1/E1OgTQ0RdeEeMxD4GjwrY3634wTvg0s7hIHSZ5TMcckAy5g9GWtFAY9M6mJU+cI40dTUMLRuUgVPYuG3eD8QDeIr9wh1ePyyznkxZIK+fHG5n+dVWyiOZRNBVVPaksp2iKnByjqCrhkwWuRWtg0wbNdEQZVYW8VHXapuHABXF7LOStlxxGOIwE4MCqpElgoAFg6QUozzdk/h0gfO4imP3Yu9e6Ywv72DbibUPGY5gg3o6YnnJl5Lhfu8yFm6ekst2RyNAm+VCBMpeKHgTmTwftzjDJA7hUFv0uKNum69sfdbw8qdag05vlaOBxRbzp6B/+39+Kkdi8ymqo2gWC+B2/axGLdZcTq9Ya9aDg60tsJNBpgJiOWZk8RoWwERvh3QBoME87Ol88ElW5cBgDFLSa4wYMLrns1a5BfsUtga8kqlwIb5T7IGBAN3ZDOY00oLNioizDNv/Pmz94xk6D0vdTCP4+x9N/Vr6+QA8lA+MEF8b2iKcE94DLNRDxebwHeTSUWHjgAAIABJREFU7VgKWljuOXDbEauHE0EcQGyeaBqXr7tydR92K2EMZiDrsuXq45ggbwGi41hlvrYAoK7ocH0NQateF3yUu4OtJhWZjIpxvfDDIcw0Av6K8xqXlRMBDw3xPV4mpgmgnZCMUBLX3n1H/fCTvdck4gtUu08BDKW6GscqSYE11Z7JgFNTqrOObatj/UTB26HtBP03GqPqrMZi4fyowvYElonI0BGaRqPOmWzfth9VAEfgmENgJnBMBLYhZ/b8CD+zbwb7/+ZZ+IfP3YEv3LyAp//+1WShCOKEcdAaQPa+RK4DQON1VvOcnTMP9MQOXWC4UaGSnhZAVyOAA4Awqf7Pbyt5TxrPef94691P4gyQO0nRlF4dxxRa/OUtsgjk/2YZkKZmh42ycbz+Gd/BStkQvp7p7Cc/DHf++fvwtRf+Pp74nmuQt7tsHEbhUNA2Aiznk+V5xTE6AFyTgC0qJQAQsMNEeuNSioS81hgocM0Qi+sk7bq7tYp57Tj6sLG/P4tZa8Bq4ujfPKNGwQuVQPFyG17iMLB3IJ7iauCI/AgDNpwWWm3Kj6YFMx2HjKkKmOPlJijAClUDsVqtp+Kvp5PEgEnG29PMip0ZPU7lmuU6kjzBYlxt+KiMUU2K87WqTgo1NWrUEcLrF7Y/3aJzGMAgJOnK1j0WolCtdK2Okq9pqp2rOEBwc82AoUqAdpOOGx/jsG+j7PU2AuBGdWKO6tbk1+P3Wan3q7HPqtSdcVPRCUupm42GDKyM6iaUgarK8g2kTOveEwFHExvHRx3AosGDtqE6rQIM+ZYJt78uZcxk29EYJ11It6VpXNmYH7h7Cls6Fq44b2sjE1U5F6F5g70/BkCnDKGor8f/PQ7jxsdI8EZjFFDzI8Axyf8/QXEGyJ3iGAfEyUKmK8frPMkkSJriRFKrbB+CSDBlSqypDp73tbfji7/5NnzoCa/DL3z2zVh0phFkOvYay5UxfFc/CzNGH1Ycl6KaqgEXZXG1k8U4X1/GwW4HN/+QsFN8mu8bh2exd7YERmRsMbbHq3BVH7drW8pzLlKVQWZUAYWGwvc0gJXGuFOdYelSgDBq1F6qBG86vIGFuTYZC03f8lpnPAji3SugAdvytVJuRQUDcbxtl3jNDSTw9BZCDqTZWspEfIeuUfHEbisBTAUVrT4avLUTAPRgsQ5YajFGXy/3HCwcdYg9WpcrVrbTob+jsFp7RuexrmZQXFZnScU04+oApkR/ramGLIeyIW9PPhqBWcMyXtm/sk2DI0DlPaEBwYH8WGKHZ7lgWGtNlhajf49i4fhOQhnLw+t31bE6opSGKHwrhpg6lUUdcKvIhzQAiqHt/Ahqlg2t63UnKl2nfG1XJTVIgYelI3HMErDUABLZHdoG0B9E+PtP34b/+ayL2T4o6BsECV7zd1/Hx37vyiFAlNQA0TpQB1S7cmVBry3V15Mtl+17XEArjXGZNuAnDsQBZ4DcfRay1GlTusTf4C//UxlVm5+SmaNWSmGmAXoXj/2bV+Lzv3od/u0Zf4BnfeYtsHUTh9IpzGvH4aY+XPi4U53Bst2u3KypKC7VFpoJ+tgVH4PbHmD2Aefi9pUpxswtr9jweia8PtGNi2MVUarBSxwsGCTVSlOq1I6L1loBBFztMY5jb7gEJ4mxYHfhZDECGEPMENVdq5jUG3oFwJH/qRRKWkkD0iJ/W40ZiHajASzdIDVvAu7xzEILLvWxrBEmzQCp8fI0B8v5JLzEkdh0aQhaOmATwEvT2grAGh14dwMCcMl4FuO2NDVMw480HFuysHPXYGiZGFGggpZS8+LA4zg5iGzi8PIEMGgTjLC/AhTXyYWME03d5aM6z2VpzVDCrItgrrRwGu4OrQUzdAwSAdqmDk+r6Apvqj3rCTVysrqmuoc0fS2m7NgxBGAgA2NUkmRI4LemMH6cWjgxNgLiGvdTSIjwjQcUxFXAGv3b0qvAThaSMf334R4e9IpPstfXPumCoXXef/2dAIB9OzpDy2QgKXHM2vMPHBPu8fWxmgVEfT1A8plomOexU6gnMwYR0Prxa4Q4A+ROYmyke3VU1NXNDaVVNtnFutFoAnMASZ/1MIGH/9Wr8G8Pfym+9+lv4ZwnPYw9oHkxXF8lshoAeSjG0LFgdLA9XoWDmHU57V1ZhDs5wHdnd+JAPIXbV6aY7AVAQJ0fakgzBQf7HSwZLexurWJO65PaMGpIXui87XZ6sJUEM2m/IkZ5tzENFM9QsQMVGC72Fzs8qYAue82BuSDTEWTE3cJKhx+wvqLD13QCZjmJCENL0AcBjA7I37zrBQBcdBbp/qXXYSloFQzccJpRlnoMcp11B8vON4iJ0O9kN2GerVQI2LJSLB1xGAunrujYc8iEt7VIvYekIQU2NhQUxMlM4IFybmVgTnbefPBdq2IzwSiJED7472bT9kA1FVsnrDsOgAOqAG0j4rOOBLw1hQjggPFA0maCH1NYmLnzr8eNuvHx3ZeMQRyjmJ4yWWSdvARhlg4bJftoxgnc3rqchQOa03yWXoK9QbEOBzSWFlfxoFd9FgDw6idfgGufsK+yb70Y559/9LsAgAfMTA6DH2v42dB03pPFsrquUArwZPp6wAkAt1MB2vgYcMf+/z58ao/1I4gzQO4+is2mWDcaTXVyJ5pepaCsrmYuzDRAtbDz2T+LO/7j25h+PNGWc42ANXzYSOBpDvaFiwAICxVohXivUTxAC+aAeo/uMldgGAncbT7cVoibf7gFlpXCWzXhdiJoXo7lnoOZbrUGzEsdBuKojRZNwfm6gQW9i0PaFLzUwVLYYulEYBis8fZUAGo7OpnGXKEzR0EclTRZsInwLy8ns6oQtLOMSbhaAEMj3axxoTNnZTFzogBIk4dtpKzblsY+K8Ht4VbYFhlbWqBTBmiL/2m3LlDt7qXp493t1fKEpoH5rX2mJQcAjpmyOrnWPRbsgYruigZ7XUHQysFzd3zNXcUNpEErrhbESWr6yPokVRxIwKoYThZDzcf7RV7XBEH3s5F98D8cgGHAJsp7yGJcICbbZhSrBZDidbdPfkSNA9wC25CycnQZDd6tgD8mPybaGdsETGXSHHXBW13JUrtSUMGlQXUeyGS5VKpDCuLEsPThtCoNb1ABcHme4xWfuA1H1iK897kX4eUfIgBt7c2Pw4SlE8B3bI1tcyTN8T8/cRvuuHcVL/jpPVBViX15E0CSgDw+xBQuUAVqspQzv93YcbJAnOy4gw2O5X4aZ4DcSY6TycrVxbi+rKIJ98kOvmaOB3RJpiDKS/02GlYWY2+4xFwMaAQ5Ya0OYQqxpSNUDdLFWjBzblToJ+kJPNvBzdiCkGqYFdkEw8jKVCfHxNlqglCj7JgBTwUCTcchbYo0AmQkXUcBDQ3q88oDOgLm6hsBRCsqV/PhwWHgMVQN+IpOmMesNA2n4Jt6ve6KV+CrBgytKp9BQdvt8TRcO6ikIwEC4vdZR+HlNqs1OxBPsetC08rnq8uASa7H8nQbB+IpzBl97loMf7ZIx6rO3Bu8nolkwcTWoxq6xzQEEzmW5pNK52p/YJZNKhxIrp3DGgDHxkDPVwd4MEc6j42xhIR91RBklUmM08Qgpk1HeYHynaKjukQ36lpQblft+JRt1yT9wP+9kKRM/4xPk9LOTDNOmGAuD9jEOijG2tQwejywozIlQAnm6s5d1hRRB+bE49UJy0qjYN4YuyYcNnBMBJZZAXHVQenVzkq6L3EZF3/9zXvxtuu/j9uOkHveiy+axVkOOfDX7zyGK88uxHvXy+P9682L+KcvH8BfvODB+M2fOa8EMuNqqI0CUAXQq627y/N60MaB4k0deyNRN4afEBAHnAFypyTG9Uw9VcGzciKYOxlND3yIDRAAsHpoGXF3DrctT2PPdA+ebsPQErjJAE4SYxY9xkC40QCuEWApm2RpWsNI4EYD9uu8E/rwdWKyvMc4jovObuH6G3dgfn4dYThcf0XBCK1Ps80yLRxkBmuAADCkpwaAgCQthQcZMyep3yqM4YNYQ0Ctw7SU1eiJQWsBFybmSKODCsQKAbPQULH0qhwHCbMd2+30MKOsoQ8bQa5jRlmDkydwkGBXskLWzydwsN+Bawe4vHUPtser4Gvk3WgAVx+gYwZYpTlQBfCysnt3KWxVzjkMNRw5YmP6Tgf2QIEVkNTq0s4YgUOArLqiA9vI+kQLkOs2FdPSrLt3/O+KrcaADliF2DPZntit2YoOZww5EhmjVgfQxIYE6g1at1y0neJBnFirxo4tgJgmtqmynUSKo0lslQ+x3k1MlfFgrrYjs1hHBEmjpDx4w/jeZAtWFEtTupS9GyUyTIGmzPR+lEYaOUAxN7TrkQcaWV6+3xBS1k0WFNz4Eb69vI6//fxdeMcXf1hZZYtj4HWPORvXfeVuXPXeb+GXL92O1z9kJ3Z1LCiKgjfceBh/+n8P4uMvfQie9ojd1f3zYzgRYdwaMFY5x1GA7FSlTDdb4/iyfz254zhN4gyQO4XRlJo5WTFOfdzJBnN8vZwYlpri3F94HL78K2+C+UvXYNGYIKCmSPcZWYrOug93MIBvGDAMEzNpH7djKwAQmY9sBk4rwd5siT0AnSQmD1DVwO7WKh50wQQev/MH5KD/WdapBZlORG/Fn9FCUA01aiVG45KtyxWpkiDWEccq2q1IqIMjzhWLMUkdui0w3TsvsLG7vUrq9DID0IKKGn+oGoBO0qpOwa5S8WG2HKSuLVZ01pVpIMH+ozPY465W3BoAsi/WEQvy2VOQ4zHTB9HJA7jxAG40gK8bbP+0+H4WPcAEjiilF+3+ozMAwDxc3U6EMNQqPqtWoKI3naI3DXhbyGfdPWYgcFJSy2ilAEwEhe8q3xRC53CzQR06ZJ/DOucDyrplitLYfDQOOzfKgxSo95R0B+V1Eg3XgWadNrFJgF9X2kAwBogDilRoT34e4+qvBUURfZ1Mh5h2pSBLFNHl07CiuHCdH6dsTPxx+BjZdECDnofES76WjQOq+6YgiH+Pq4lbuPs43vHFH+LJF87ik7cs4fPPvQhX7XbJemmGjz71AfjLm5dg6Souf9930DE1vPWqc/CubxzGf1/7KJwz71aZJ7GQf7OAhweAdXNlSLTqNsoKbibGOaefIDYOOAPkTkk8z/plfDD8u1O2/80AwlOZZhVZua0PvRDpcQ97jB9g1iV3wSDXcac1i71YGkox7Rqs4MK2g1vCOXiRBVtLcMSYxKzZgztYh9eaKDXmkgHmrD4umdUrchUUHPASI7y2Gu+vSsdMfVi9wGY1dlRU11YT5iyxvDLJdNtsI2Viw3TflpoSwWHBf3YxbsPVfebgQGvh7jam0ckJEKPdyRZiuPBxSJuqgAwvt+EqAYyi4cE2UmIlBuIa4aUO7EJ/jjJ9ntki3pl5hovXDzP2iGeR2DGK4brJAHfrLrzEwcF+h4Eu2uSwvGLj6G2TcI8ZOGugsHRq0MoQOCnsQbUFNwpVLB1xYNkp3E4ETJRgm0+t8vZdonaheN2oXy6A8rpzYJCC3VMdfK0b7TgFuPmVMHGAPO1JWaYmJq6pXk2WsqyrCxsFyDJVkda9iSECs6Y6qUk/AqarSGjU/sXUK38uFe9SAQACpVdqRQqF7yblO0nrwMaIJgivO4G5xar8US045Jk+GkcLcfP1CJlPlt98mKDo/7jzKK7aVv6wvKxr4daFVbzv+Rfjbc+8ENarPovnf/I2vO/5lxAQJwYFMCfamTnOHGl5/VyJ79+Xllk/YSAOOAPk7tOQ/crfKCgT16/Tk2tqejjVYWsZuuftgP/BD+D81zwDikKKcC9ePwwAuHH6bDhTCfYMjjJx0j3hMSybk/CigtVKHSyZXTiTZM7oerGqwbAIe7W/P4tZe4B5lC4MQaoxACWmNV3NZ4CWgsAABuYm1hHEGrPX4tnKINYxP7tW1HulrBOT7gtmCTpsK0EvsQhLR1OT0SRcK6g4KwTQMSwUQBghXjiYgjgKwA+GLvZ1VzCjrJGaurz0baVerTR83YADpcLAAUW9oQ4sGB0c0qYwnx5nTJSrBLCNBHPTfWAarAnkwEpZ00hq4FRYQU6aG5wU2XQC08qQLJQ36yhQyb9QhWOlcGfWKvZlTX60QAnq+AaboXUE0CZanvEx6nsmplqbZEMqxxQkRICS6YxVDeCaGHjAVjm28F6djRFNRY6Kjchx8JEX39MmMMenKetqzsT0ou1H8KYKv+Tj60Pr80b14jHEc6lzbaiLIRDXFHTcMobLMZG4LXhTE7DDqNIMofsRaVzgYxDJAcV6hMe8++t4/dXn4urZSVzWJfe7xT6pJX3aOdOV1c/u2njlpdvx9Hd/A//4ogfjUWdP4dcePo9nPHTX8Fj58Z4smY2Tpck2Rmr6hMcyCsD9mKZVgTNA7icqeFauLr0qfWBK6ryG16mycld+8E244RnXIjhwD57+rpdiUicPPXewjl3Hj2Gh67KUE62F49OFvcTCqmUzCy/6wDSyFNvjVcTFL/b9SzN4qFJ2WdJuUcrYUMbK1X1m6cS8U4uuVktNscddLc3alQQ3Hj2L/G0kmGuvw22F2N1aRS+xYKkp60I1lASHMMWYvF5iVbo+LTWtADIKIGkalDY80NcUUCwYHQQpScsCxOzeiyzMmmsVgO5qPtONo6DN00nd3w5VLcSEi/nlUq992Lh9sAWe5WDeKMEjD45czccSWohjFUeO2MB0ggESeIGKoGVg9rCBoJVh0iJsZTadwAsyTHYTbLFTOFZK0rLtqOiKTRtdHPjghYFFAWP2vkQI+GQHTbPyYI53IRFDlBgZxcjJ7IzEYLIZ49Z7QQ7iRMBU9x4wbOE0NJYazTi7ADiyWjEKDisdoTXjoKyczDWizstUnJtaECcDFDKQ0DLJuqoC6Dq8qQk2zgqIo/vmJUSOrA3vD8B//GAFXzq8ilsP93B1x8LCeoQHbW3h1qPku7kWD3+ufveys3CwH+Epf/tN3PWaK6tgTQwewJ1ummnjpl03Ax7r5oLG6TQPpyDOALlTFOOkV5tYAlkNTw5Je/kJhAzMyeqO+JQWfS3dHwfmJudn8dQvvh2f/4XX4cMvehte/Fe/jOWJNmJVQyf0sWrauLs1zfTTAMKo8KkyL7dhKAmgt+C3DGwPephZIyDJ01uYtQdY7JFf+t7Awp7pssin1CPTWbdnkOsVy6ow05hHKQWRXk6aB9xWSPbpriJINVzSXiK6a7BwhXo3UDRn+loVZFCgIjaAeLmNXfAAAKuwpSbntBvZVw3cGc/AVklzQ5DpTBT5kvYSmyuacqXzUdfNPBv12H691lbG3naNCLf3poFu2RHLA6MgJw4PC0cdmFbG9PtCS8PAznCwSKlasyVoQxdwOxE6E3ElleqaIbNdE0P0iB1aLoA6+j8vbCwCuo0ycLKQ2V7R4EV8mdtCTXdqnZzIKM9SGuOCN2A8Z4O695V8uOapSeS3zrcTGJYP3IgZfaUJg2uuGNlAsVnDexkTBzAWDoGKo9unsDrZYl29tB5wSAcOAA5W0640Pn+ohyf+6/fQMTW8bN9W7F9ex+X/fDN2TJp406N247X/dRCP/7fb8M9X7sFzL5pj2ymKgm8dWccPjvuITJ34zTSxTyKYa4ofBcA5mc4L4vnVne+Pebr1DJC7j2KzlkCnS2ykq5BG2urgSf/yR/jyr/8vvGHfNfitz7wa/oMvx8wEYZW83EaQGrgI9wIoQBEn+OolDgLVgKv52KauEcapYO9mox5c04VtJIgKI3caS2GL/R2kOlzdJ0BNQaVObs7oo42ACe/y5+qaIQOVVIMOAHZbXmltVIgZ0+5R0qVK67kKgKEmzFlir1rYlWk2DljERowXAfb0FjzNwaF0Cr3YRA8mq98DgHYrgpc6OF9dhpsMCDDTyLJVxWZyJRTQ8cDfymIsGB18Y7CD6dEBwO72Kg4OOghsMk+ldIuBpbCFQ0cJ8OUtudg8tTLYAxVhoJH0aSeCY6YwiuYGtxVi1i6PVcfs2koiZdZ4BpNft65Rh3rXio0OJ2LDVZdSraRPi+BZOhG8jeosFUPswBTBHK0hOxGhXhH4iF2rgW1UJEjqPDNl1k/e1IQ09Ro4JmNkxGaEOk068Rj8ceqW85E45rCZet36XCoVlo7AMZEkGgLLRGdtwMY0ubJW1YEDyN8HjxOJkAlufIVkyBu/dggAMGVqeOc378VV20nt4D1rEd69fxE/f/YU/vTS7ZixdURpBlMr72lvfdRuPPKjt+KmA8fx0+dtqT3Xylj48xln3bo43dmscUDaKz596sfxI4wzQO4UBmXleHZgo6bb/HYnI+5rOZI1vYsr3/sazL39I/jLn78Ol3/2H7H93PLXZpBqmG8RVo6mDKmIbC82AQNEi01LYOkxHKuomYsCzFhr2Dd9HI6VwDAyfPfQViZWe9HZxwAQpu7GwVnYN01+JVMWjqYkqfAun6aj8hZdHew1lTRxtYCxXwAqIrReTgAhTb8CJaALMw2HjKmyRo8DKW0tgKc5rHmhl1isk5aX/gjiQqKE6yvggZtYJ8l78wJggJUfHwCWMj7odxloDTMNi/2JitUWAISBNuSpGoUq/JC4PbRb0ZBEC5OBqWHdeBA31KygVNcJIPdj5a9fXddqU4zShBMbHOqWyWKjQr6j/CtH1co1+mQ2KPHXCbyO8t6U7Y/+LwIusQlBNg5ZyNKxG3IR4F0U6kIAcWvTk2S8/bJLtdYrdXkNOLpe0XkT4wk7O7hhcQ0H1yJccyOpF75yRwc33LOKKM1x23EfV3ziNqzFGf7sUbtxzYO3AwDyPMeffOMeAMAD5tpV4CI7Hg8iR6VXN8NUMZCY/+iZLnp8Og8TpznoPEVxBsid4mgCYHV6c7K06kbjR9XoIAsvcbDr156L/m//Nb7woCfiskN3wIj7WHjbO5A7k1h5wqVYv/Gb2PKoyxEpPcSqhfyCc6AoCukGVct58nUDnSiAO1jHxbgHbsuHrRLQc+jQBLZtC+C2I8YkAYDXJ8K0rhnCUlPWqEDlPXggxqeReUBqqzFcjXSgUlutGDq25WtYVezSS1XziRBwSpgy5qAQWfCiWexurZZpzIKJojZrdB+WmrIu3CDWYRgZVtcNGEaGMNMIYCvq4CibBwBQi6YXlbyv5maF6aNjoownX7NmqSm8iABI/tjeqkmEl0EAm7qiQwVg+xqiLTGCVoYt3RiOlcIxUxxamsTMdIAg1nHoqAl7lhNUVdGYQh3ySi1AXOWHh6T7mgeC1IpsM2Cudlw1llo8GycLmW8pUO28FLsyx/ILlTB1PEPXlPKs7IcHJgCYFRXkfpzi/gLJOkAVRFGrJ97aabPm6U1jq92HrMGhDnxQwFOAOIA0Z+hJShi4umaJQURAnBiOAfgxAxe/+/BdeN4509j14VvYKjfcQ0pFFtYj3PyHV+Pz37wHz/n323D7cZ8xe+/7wXF84gApy9iiDh9mZJzMWrmTBdxOZD8tcxjA0fgJBXSnz9P+JyRGsXF1II7ogqljuzr8KEMmEhwpFvvbuu0ryJaXcOid/4A8SXHoT4f3ccXH34m9T7iMyIQoAWbSPrYHpAbOiSO46wP2oFyHjafuvANz3R246bZtcNvEh3TWXMNBv4s7QerLAi2pNCocUSbRRkA6QLmvAu8pS2sGRQASQ8dM2keoGowlooDCQIJAJQwerQvjZTYqXbHQERQgjh6XidwW4rlxrCIMNdguAYDL+STrXIVmAxowk5adu6OCB3D0WoWZhiDW0R+YrAd44aiD9pe6aAMIWnnFtYGK/052EyIvUoRlpcyPFQDuXJrC3tnjFTAHNAM6Gk6eSMHcqGA/YiRpVhrUMq4pZN2qZQeqOQTweNHfJjmRk+llaocRVidbbB+iyO8Q+OKkQwLHhA05gBLBGADYjsm6T8cNyqJJmT4OkG3E1okHdGP7d467f7dVAYrUa3UojcrXoPGNDRRAFK4M2DpBwIVPrvn2loErph18fcXHM3Z0cPG2CfzBtxcAAJof49k/tQNvODrAH37lbjx/l4tdMxN42ee+DwC49ZU/XR6ngfnbUNR1vTatQyM7RYwcf24yQDaITt75/5jEGSB3iuOXjBcNpVdPdogptdOBjZOBuSd/+jr4Rz189RdfgcECSX1qjoWn/+AT2N0eQF1fgxqHCLfvwpGiKcFWYyIrkVW7AQHyQHQH68jSCAYU2FoCx0qxcNTB5TtTuEqAJY1owBGvUA22mzIw3EYAN/XhZDHuMLax/fL1bWLQuTUKz1g39TGP46xWDSDgYUZZQ6yVHqeBOgwUg4zUpbURoK0AsabjQDyFxfUJBLGG/sCEYWRotyJcvnOJ1fTF0NGHzVLDQJmyt1Cyl7Gi4Q5jG4Jchxc7zIpsbqKwPit09MJMw+L6BLyBBT/SsHTEwdabJrHzmAZ7TUUwmWH2IPk/mMgR2hkW51MC4rrlDZWCN/o/rZdb7E8AbSDUNOK+oCYVQMeDNJ5NEz/XPABmOnI1Xau8FEld8GBOZm5Pg3apVjtQS0AnCv46cTyyBq4OxIlAjIYIyGSuCxsJrztR1qZhfCDFOznQ4LdNHFNqtt4UY4M4QWh30ybsskaAlgm4reHxhAmgZdWOVPp/yxzuTqUATgZA1iPogxg3PWweL715Ce8+1MOsreOrT96H3/zqIbz5+rvwv558AZ714O346+8s4GVfuRsPmmlhkGT4lYfsxAPnZOZykhBr9GQxqilgFIM3iIBp4b1TAa42uk/Zef+Y18cBZ4DcfRZNTJq4jGcKNppmHQXixmE2mpwbNhIiEJr/2SsAAA989iPwoUf8No58+/tI/RB3fuBzGLz0Bdi9ZRXnq8vYu3YHlu02blJ3w0scUjiv+uDlL70JctMNDQNqnmN7vIpZawoz0wG+95Wt+K/OWfiGOQs/0tCZiLFnusfqv3jQRW3D2kYAW9GJ3IcGZoXFjpc6FYOqCOKqAAAgAElEQVR6MdzUrza0qBjSjmPr0v1oYClegKR2l4IWY+Jmuj7r+LTVopZREfsBwY7Jf25C1UCY69jfn2VNG7aWMhAXZhqWokmiu9efQBDruHthAul/T2LHYQP2uoK5u3QEkzkAEcRF0LdHDMRRmzSrSK8CJJ3Nd65SoeQg1SqAjjpwUNN72ok7yrGE71ptkiAZhwF3JM0NTXVvmzG1l3Wn1naYbrD7UurS0BA0Hcs3UEyOAaZ0P6q0Bdki4AFIUwHvZiDYO9E0q8wBojY2YvNU19QgA5ey92S2VElGauAmzCqwOLLGmDayv/HvmX/z8HnMTJr44+8t4xNLa7hgysHWVnH/iFKkeY7nXTCDd92yhG9e8whcukOmPNkQIpijwHNcBm2c9bLs9GDGfsLSqLI4A+ROsxhHFoGPcSy6Tqew1RiwTFz4K0/Al37vPUjWfex/5XVoP+lJ6J3tACZhO2bQx0Psg7hJ3Y3FuE3cAOxSC803yJeXMiMzQR9u20ccq9hxSSlD4pgpLpldxpzRZ8r/NDVJGRvPbMHJE2xPVuGrBpa1dsWmi447yHW0Oa07ur3smlEwR68PL+zLF+7zYr8HvE5pX2UQ0EVTsqI8iCh+K47BV3RsVTL8P/bOPDxyq0z3P6mk2m2X3Xbb7vSWfU/ISkggC/tcSFjCvgwMOwOXnctlCzPDMsNwQ5hhMsAwYVhmYR0Y9j0h7CEJJCQhSTdJ791uu91lu1ybqqT7h3RUR6cklcp2Ot3E7/P4cZVKOjpSVUlvvd/3vd+JxQOdY5DCmcJDr95OUco3qFtt5gdNdufabD++TT1vM7Uhw9BsikZWCqnmQ9ryhKDWcCuJBaeoWwZ1ywh0dZAhOjiUdQK2KvIPEzF/tZJVIGybpMVFoisG9C5eCGynNLlXfeHCuizEFTMkJXG9yBp0mt332mc9a7rdFw5qtLJSPltXDl03mQv4qIX1KVWIlUEy0tgTYeQuY4S3xFLXkV+XCZu6jSiOUH87SaFSHzmzQygWldBfzeo8L3ZIx9vPXccFx45wxTfvYVelybsuck1+X/vDrbzuzAm+sb3MGy49mrPXdwy5l4VeRRJhiFAWE2Gl8tVCKoBDX1NVxAe7EOMQ4shiAUcoZE+5sBvLSoVdk4RUQ5PFV7hyNQlGzzyW7Nphzv5/f8ONV76V2c9/kcE3v4L9mSLzGZdAlZpVNhQOssUe457GKPWM4Z8rUfAg7Eg2T0+77bw25vxihV/vX8fOqSJZvcWGdsfb6Y7WBBvTZTK2xVR6iJpmsLlxwFWxdNNtn6VBXTc7Lbs8EihCseCSx/l0lrKRZ2N1FktPBdpggevvJlQ/2bB3Xsv6Rr4WBkNGgzNHp/3iCDmnzu8iAf4cwCWQQlESnynZAFjD6SI8Yp8DqTpb7DGyKbe9WCPtqmpTkzlfaauNN9hdTwWsRxbmTPRZA+O+HOVjCIRWZZQGm5QXvAur16dWKI0q1ArfeipeaUuSXydbkYR952TiK78WafQr5b91vxYkcTJxSxJCFcpYZDeFCNIW1xFB7lcqI9T819vO1t14d6Di1FPPZEJnyF0MpAbwgf/gkjrV0T+iEXsklqrGiSpVVXUTKqF4PQxRc1MJGkSHUmWip27jkbmxz/yWvJli30vPZuK6W/ngLXtYP17kR9vL3DlT5dz1gzzvrHXhc1HVwaRIso2s5sWtbzvJxxPoh9SFrRu1fVgoOJ/+k+7mIGOVyB0irBRZO9wLHVREeYcdddFp5NcM4uSKPK1yE9lUG01rsL1RYqAwweaGqySV2jUmzAX2WQO+MlfSq0DdJ3Hg3jCHKlWeYd7KjoE13KRvImu6JrV126AhEawTMzOUrCobFw4E5nTP0ASlVpWMbbG5NcNgfpT9WtEnFJsbB3xCBjCfdn+qiyIM025DK9hjc5x5v0l6zXR98MbMhUB3AEtPMZgfZQclMIIGuYJAyn5z0OnRWvOMfsUyn7To0KkwCEIoeSJHzn2fWtSzKc47dTqwbt1KBe1EJmHH3gIDNw6xbY1BaahJJtMhP7VmilzaDbE2Gin2zuQwJ+3AmCLUKypnG3bKJ64B4+mElydB+tQfMoLMCeILLoHTnXQ3sZPy4uRcOKH8Qv8kTkYUiYtDGIFT/eSi/OXU/cYpfmKZbtuRFad+Hl2YahUFldwtpUVTHOFKsi2EN7H3Hgc6NKivg6vqCEVOEJKaFR5GlV9XlwG7Fpts+IJbsapr8OLj1vCpLQeYuO5WAM6ZHOBHf5im7cBFm0p84S/OiT++XmSuH6LXT/XnSoZTw8aXSdlDSFVbDlaJ3IOAI42MLQVJ2nqNn3Usez/7ZY66+HQ0KURsYfiExO8/anrhQAz2moPUdLfTg2m3sb0ekU3TIGNZjNUX2DBwkHsYoVFP8bX/PI3sC1pMpBbYaM2S0a3AjVwQrRPZx1TBzUWpGSbjzTnGmWMqPeQ+XpynZqap4RKmsfoCpaqXc2aaZCyL0mLVt5eomSaTs+WOG3wmzfbx0S5iZ2U6IdwwyCTODwGm3RxBoQSW03k/96+WkgorvGrYMB+3Ma3CQsq1Tim3cn4OXb0tKWdZ19dPJnPWqM4dJ2bohVojxcKcCZPScF6rLlHNKxRIkOxeetiU9ILsRScXPAgSLPz11KIG1dC3YZpdXRqgP3PfXgROqGpxvU3V7cIayov9yA3nVfTj2yZg1Jo+oWvl0u4NI0nj+ZVCFImLmr+Yj5yfF6KwqQUZLU99TFR4EUfiolBpcpTj8OULN3DjdJV/3HKAT20J/pD8i4s2ccsf3WVvunBj73n0g6WSr5UibYKwFdIuUUvibdcPiTvc2pEdYqwSuUOEF5sv5NPW51Z0TDU/zgxRJVYSapuuJGQtDpdc82q+deV7uPnK13Hicy4lc+651DedzK+bR3FPepQTMzMc35giY1uUWlW2ZMZd013Ntdwg696cB/UU28bHpHylJmcs7KY0VGPTBRv56dp1fPw7p/KqP7uT4+0pn8SJ9cv5PBfffBdGrcmt55zAjuE1fuslQegEclYTS08x3pgPKDQZy2LT1EygH+ac19KndHAxcIPYPzLkjeWShZphMq+5nSGI8IkSJK6hmzTSZiCny1/Hq/QUxsJHMc9Us8h4usKY1qmuE1Whrr2HV+Rh4HegAAJkzlfQPDI3kG9y7PEL7NxZcNtyga/KiUpVy3I7PgwMBefYsYHpeOb5+/FyAXv1T43ykVPNhAUBFucPiKxM9beRKlDlPsBJEGcnEtciK4zE1bNmIMdN3V6QONlyJK6dVlL4lh4huW0BMtdvE/SoEGcv9KvIiXmFFFnItiVRCBy/TOqShBp7QNM0rlw/xJXrh/iHR21iRtcY+9db/Nff870tfPiKk7jtTRdxxro+ixuicKiLEeJUwrFi53G1+cCrbQ8hYrdK5B4E1CIqVFcCDzSZE1gOifPDhgWDZ/zPe/j9x77Bjh/cwta3XseZ/3ENi8dfzD6zAGOwUZ9l48IBStUqg0N1bh84igWyvmrX0E0Kms5UYZDBZt1XUHJWkxPn9tEYNmlsTrFxrML26iDnZ10lLWc1uegnt0Gtya6zjnYndtsuzr5tF2dccAw7Noz5861l0pQLef+mPtio+V5hNdMkZ1mUFhYpzXm2Hge9/7nFjvLh3bjkG3I5n2eqMMhU2iV2WVrBvqLS++gTN6Oj6NYMk7Kep+yZAwtiL7pDtB3NDVlqQaPdmmYEfgSIvq31VIsyHXUwoMyJZV6e21rP025qf45cxg2jZjIuiQM3xNps6GxeX/G2M7AsnQVvjLKZpZSt+552ali1q8MDnRxQleiFKXBq6FTkEjZ0kwzhHnFhEGQurl8qRIdUZYTZicgGuaLIICqkmlVy7wSJCyhtfVa8hhoCq/5rXgFDgMyp5EqQo34KGdR8OXVMVVGTiyrC9i2vG4K+bFFE/1TVZiNJbpowAo6ClyM3mjO552XncKJH5m7bPc+m99/AKy7YwEeeckryuYZBLbZQ57cS0LXoPLawvLjpSve66nbLgarKveiLyxvvCMIqkXsQsNLkrR/0Y6wqY7nqG4SHy4xMmke84SkAfPcdn2Pm2z9m7O0XuJWU7RQ7MiNsxA035KwmJy/uY5vX+F0oSw6an+Rf0qs+0YLODT1rttg3V6CWly5iBypQbbL+7t3sOuko1v96J0wvYnzzbo45epiZtzwWgMFKlaFKlblinqnSUOCmXlqsUi7kKdEdrirOuheulmi+DeyYHGPHsNsrsZzOs9ccDBBvkQ8nukWspdKp1PWKJaA7PH+vPcaGlFvQIVqMqeJeTTMC5sci/05AFLz4xsUekRPWITKyZpvBgkU56144hfVI1myxUE3TaKRIZ2yf2AGYpk0p3/Cfl+vZgL1KPwhT3yDebkSQObkHrT/eEuxG4khc0zQC+WlRfUTlz0y21uxqaSVCpWmrFVDoBHoVSoShqxpVECTTAbW6VcwnaXGCPP+VsheJMvZVCVyjFUkGVa87uTJXIEBiZcVIlz4vSRUuuavDYjNQrQq4y3MmJ+RMym+/hLbtMJI32Wm12fi+G/jAn51IPh3fOSRyLmG5eiuNXqRLHHc/5Kzf9cPwEM2pWyVyhxC9wquqp5XqIRd2AwrDUlQ52dphJZE012nm3t387l+/x8O/8hGOHjkYML/dMeASn4xlMWZZmHab6eyAdH5SHQ83w2SwUfNVlMn6HOfld/GD5rHceXeJLUeNManPUbIsWFMEKt03qb0LcOteRjcPM/MMN+E422hSmlv0CZ3AkJf/dvvGjaydmYtsWbTr6PHATXhvdoiGbnq9Xt3lg07dD58KsiVIHOBXvMoQoVQ312zYJ9ylVA1Da/v+c1mt099VhMXlvqWBbhNep4dsqu0VJLQCZE5YpJTyDazRDl0UpG0g32TvTM6vdhVecsJ6RIxXtww/bJsEYSrdctpwRalycQrcSiKqEbwaIlXz3tQCBghX8eRWXTJx7KeLAuB/P3p2UoDe5C0uVBpG0qKUPxVRY4YUOtRz6W5T43LV/2HXhaTVmVGIC8sW0sjmIltn3O/71T+5n3c/7rjoMZdK4vpR43qRKl2PVyhX/d0OGXretTVNywI3Ahlv/S87jvMeTdM04H3AM4E28DHHcf5R0zQd+DRwHPByx3Hu1DTtUuB64ArHcb7hjftN4P85jnPDih/VEQphJ/FAoR81bjmmwP0mqtcx2LdlHxNnH8sjHjVBloNuUYIXTqwZJvOZHGNeODM3VyZnNZkqDNLQTVJeFaIItc5ncph222+jVGpVKaUbDAxZ/HDbZs5bt52cZXHrhaewd6jEybt2uwUJTz7ZvZBf9xvYC2w7yOieg+w6epxso+krbDKRyzaaZBtNxg+Uu0mcFDqa2OeqZemJFnuHSoEm92pVas622G8WKbdy/nEJxXEHpVA/OHALB+q62y0CQMfx+77WJcJUtw3ft60eUdka+35ZKZ/MDeS9/CwzqGhNjtYoL6SxLJ1SvkPiSmlXkcum2uD1vhVhVfm45A4aMuKIW5Qap1qNiGIH6JA5uYo4DnGtt3o1u4+DqsT1Qq+8uH5DrLGQzX5V9EMKo0jcSowRNk7IOa2MFAMkzlfhDoSE/QRBse3gc4EwgiYvU0OsMrGRfeck3HfAJXJXfW9LNJELI05xoVSxvzjEka6oUOnhjIdANwcZSe7sDeDRjuNUNE0zgZ9pmvYd4GRgA3CS4zi2pmmix9HjgV8DbwX+FniJt3wX8E7gGyt5AEcaHoiiBxXLyZGTPeWWEk5dSrVhlhbHnr2Bb990N8YPf8zGS06j1Kx2rVfOF8jNlWPHEopVqVn1b8wZ22I8XeHiU/dQrru+byK3DdzQabbuKnSV00oUb9oJC03YtwB7ypS8Btoix2b8QJlvPuxsjp/dx6bd0xT3SnOSLA1kyEqGpacotaqMS+2h/M29ZSdY+6kbBmU77+d27fB6W4j3RxBtYSNStw3mrDQNO8V4uoIdouDWbZM5K814puqbHvuhVKWlWlhoNWu2KVczlPINV01TzFLL9c6CWiNFSWqQkfV63coII3HCTmQ5JC7KJy4K0f5xnt1LTNFDmOkvRFt+qDlxURCFM1FVqP56PYoceqpxMjlSixhWwrxXIGofKkSxQliYNCpPTkBuMaXsR/5eZmvNjgonQ3Q/kD3jbI/4R4ULkxIbmbwV0sxWmxQtm7Thqto37ZpjtirlUVptsqYXXl2qzUg/BK4Xmet33/3iSCCIhyl63vEdx3EA8Wk3vT8HeDXwPMdxbG+9/d46KcD2/uQ7yW2AqWna4xzH+cHKTP/IxAOpukWRuL7UuD4MgpdjEyFQx2BwcoS3fOal/MPzPsZLP/RsHvmMc0PXLefzZCzL7XHZsnyrj8A6Rp6MbWE23ZvzYLNOKVOnbLoWG9OpAbaMTPg3+Kk1JU79/f3wvT9QvPhYN59lb+cCL3KXysMFSgfdAoaLt97NtvEx96YsVcoFfKnkG4lX7NA0DWqGycaFA374bro4GMh/A5d8nNHa4z+vaQYlOt0hVLLtKqiditPttSHOdOqU2zl//bpt+nYfne26e+I27PDcnKzZCu3OkE21A+vsmytQXkizcXLRJXxmi2yq5a8n58PJhssCUfYh8rmJgpp/moTERY6l9E+NXM8rPJARRuKSWn7IpEy2GhH7UteNqnr19+sVVESGRUWFZsojLOJzK6+ftAdnFNQxo+xLQipOgd4kTg2JKonvrVLeD6mO7jkI5Wp0PpXYLiIU2ncFq0ymJCK45qof8dyzJvmnxx/Pk//zNn65cy6w2Tu/cy9XP+bY+LHD5pA0fCqOQ60mFVBbeqn7soP+kMvCKolbFhLdrTVNSwG34IZLr3Uc59eaph0LPFvTtKcB08DrHMfZAnwP+Hfgz4FXKEO9z/t7SBO5pUC+yUe15YpT4sI6OsThUHd7sDAY/1+P4K++McRVT/4I2Ylhzn2kexGTLTcsPYUpmbSWmlVs8l03cPd8dapYZXJQdrKcU1/gzPu3U5pbZP+ol6VSacL2WRgtdJ5vm6V+2nqKsxWKjZZftLB2RrrozlRg1L0YBnpNioTpNUWf5NUyaU6c3kc53+kVWzM6odOaZjBpzQMuCRlsup0YhNmv6LWa1dx2Vn6+m236BEwQJhupW4KX91ZuZihXMwyZzQChiiJvYViopn1CNzHQaSM218pQtwzmF03GRuqBwgaBKBI36HjH6X22ZQIXRsaiCoZ6EbdcywLHSVSxGgW1yCFJz9QwEhdW3CCgGv0CNNKmv0+5ilVYlURanMgkLmlnhTjFazlkrhe874lRawbJW1g4tRpDNPNp8L6rcjh19P7pTkVqL6z1CI6RCpIddd8QTu56FBucOjnAf/12L//1273+sg8+6USOLpg864t38OEbt3HVRZsYysZ0mugHYflsKoF6MMx4V0ncsqG5glvClTWtBHwV+N/Ar4D3OI5ztaZpTwfe6DjOoyK2uxR4i+M4T9Y07SfAu4C3EZEjp2mac/311/d7LEcUpum0jJKLGOT8HRkOGmYFrCKhITN3nd6I2jYOvYosoubcD3RvjBQO1vwi0/fvZ92JkxgZk7am00ZHxyHl2Gg46N7nVsPBWTSwi3bXedQdx30djbpu0kajjY5Jm+FmlWzdvVDZuo5u2zBXg7R30dzvKXIjObdqTdfdX6BpA8wUtq7TTumk2jZ6remuYzveut5fs915nNJppk1srwKuretojoOVSlHT07TQaTs6muaQwkb3jkacF3GOHTTa3nHaaLSclPdYnEf854OVFvNFI7DMslM4Dhi6jaE5aJqD42j+9rbT/V47aIH3uGXr2I6GrjmkU21Smvta29GotwxaLZ202SalO/54Kc3dX0rr/IrXpPc85c1A/ayJdfSQ65Q8J/V1YRItw19nMQWFdujnVqzjf75C9uuvY3evIz8Wr+sJlAvRHkt8Phyt89/WNf94dMch1bb9fTnKcYr9O5rmPzZabRDzEmFCuRLTdsB2qKSGKLaDqlBgHXW7MIjX7YTXBPG9ETB0EMekzlmdi7xcfPfEGCn3fLaMFLrtoLfb7jotu3vbqGPyxqwYQxTt+e79Rr2v6nrq+LoGRoqDNYvdB2u0bYdCxiCb0piqNNHoXMszKY3TxhUSqc6/F3q+ZxHmlYH9dR9rJTNCsTGbfB5L3XfUfKK2HY8pEjkEqFQqFIsh71mfuOyyy3CckAtyCPqSXBzHKWuadgPwRNyct694L30V+LeEw7wfN1cuNiZ36aWX9jO1Iw4fa3/ef5y008O6n6TYc0k7UpGD5PlxS7UhiVLplpobp/bUdHuJprj1mpv40Jt+ylt+8V7qpREWyAbaVZVaNUrNKobdpvWbMfTzZ/3wpGyWa9ht5tNZptJDnX6kqRyP+81Nvt+bH3KpT3dCQAf3ub9edxH8ZT1agDPXs2vjuL9o/f1TbqhmphJ0Lc+laQ3k2TcxTNM0KA+4Sl+maVEu5MlZFveMTbAts4ZpJx8w5JXz1hp2ihMzM4y1F9xiDk+Vq2MEih1kNOwUj/75AX584Rp/Wb2dYt9CgazZDni4ifXFOu5/KS9OCovKEEqcKJyYauTZNjuEZemMDdX8EGzdMihl6wyZTUpGjZJW78p/K7U76p1fgSyZ+cpKm/y62uje0t35i5Zscp9VX4X79RrM8/YTBtkQ2H0e3cVBVeRkRSxOjVOtMCCYL6fmuwl1rmkafog1MOeYfq5dYVWd7kpOyw2t3lB8IpdWvts1PtBfaHUpnnJiO8OglU13K4gCYrmqFuXdzgxCMTe8bhTl4YIbSt2j5NaqIcQY3DB6OZfu+EpnQVRxg/qaeH2s2J13t7boqvglfJWzWq5SeMu3ePOFG/n5jjJnTgzwqVv3MPV/HsWwCJcuJSetX8Urrkm9hBuOfxaXblkhr7al5uCFbffsB7fQ4YYbbjjk/CVJ1eoYYHkkLgc8Fvgg8DXg0cCngEuAe5Ps0HGc72ua9l5g3ZJnvYpIJLUekUOtgkglIXdRIVfX4iI5mRP7VM1dLQzKqRxnvelKttwzw1UnvIHnf/XtjFx0ltvVAShpdTDwCyJ0x0G329SUCszBhlu9aekpMoblW3mcMbPTnbNH4ERYqjJZojxUINtoMgqwc9ZV5uSLSc6EctXPXRqsVJlZN8xoo9W5Icx424wVqU+WfB+wtbNz7B8ZYtvYGDmr2dU1IKtbXdXCbjFAJ/E/Y1uYKYNpp6is41lNSGRQ1zq/2uvtVICcicfBDg5t33LEfd7ylwuI1lpqIYzYpwinirw41YMuq7V8m5UoyD1lwzox5OjeVq46rSkkLi6MGtaCy10evo3Iycw0rcgih34gCIfqJyd3IajnOjYiot0bwLxXPR0V2hUI9EqF7kKCsDCrTMbUEGYc8VkOiQvxfAugppAvb5uZdcPMF/MBg+Sit66fDyfPvd+QoVC/oqpF44jSWBHWlVwi6W1/z4EqawppRkfhzt1zFG2HTdUmmYUG77x4M7M1i/tma3zraafwiZt38/079/Psk8ei9xGHpYQtkxR0rHTHiEPdgeJPDElkmUngM16enA580XGcb2qa9jPgPzRNeyNuMcTL+tjv+4H/6Xu2f0J4deo5AVVupdC3f5xEpFRSFUXswshcUhLXq/0SeMegw7P/5VWceeUFfO6K9/OINz+di9/xLF+Rq2kGe7NDTNbnEFTEzSer+zd1oayMWRbldJ6p9BDHV6aYnHV/ndezpn8DkDFfzDN/+iY2il/35Srcva9zsfFy3aBT8Xrf6Zs45vfb3So4sV7VtSzxc/BwCYBsnbLXHGRBKf2UqzhFH1SkFLac43Zi8IltqtMUvo4Zm+8m+7kFiJ2lvJ9SQYNobt81lvI5yKaCXnHi/3i26rffGqAeIGrQ7Z8I0bluYdWlQoUT/wUE0Ve3aUWkAsR5xwklLqy4RjbsBa/aNKIIIQxdxEXKY5N7nYJa8VrtyqVTbUnkeXT5wCU1+Y0jP0mUul7rqAUOvSxKPOWtPFxwFce6hXou/ArVRquTqyorYr0Ijny8IwSJxmKzo9KLSlQ5/6xmdZavKQaPvZDmOZ/9Lb/b1ymmSqc0/vUpJ3PecI6t+yvsWmhy85+fxbCXG9fqJ4y6EgirZD0SiNZiE6764YM9iwcFSapWbwfOClleBp6UZCdeHtwN0vOvwxKStVbRhWVZjfQgVXEFEitRrdoLNc1g0xPP5dW//hBXH/9qLnzz0xgz6r6yNpUecsmcpqMTDIuV8wV/nJxlUWpWKRt5clanwnBqTcnv1BAXQqtMlihmDNjaCccNVapsHx/1DYFlpUTFYKXqqyfgEoZcy2JbYQ3TTjHQt7ak1d3Efwf2a0XfLuRm6yjOze/2iwBM0c7LSxOR3ysRLtWlxwKqSqYSOKCL6Km2IaIfqvzZaNiprpZeavst+fOmVm6HkbnA6334vckKXNi6uuP4SpxK3uTPQZhXXFxoVUagHZeiuEUa6/bocKCqdjJkEuPbjUiGwGIbv6o6dk90VDtRaRpG5tTncuGGXKHaS8GTCxx6IZemMlnqCj9n6xb1TJr5Yp5s3c3z8yvHq81wIqLOSxxPVLWqyJutWd3ETlXtwVXjxHmsNn2yd9MrzuO6O/bzhq//gUbLptl2+Nofprlq7wKXrh/ih88+nXRK4z0/2w7AE44ejj4fSzHk7bfbwuGMw31+hwirnR0OAwj1IWmu3KFEv9WuKwULww8nDh+9ltET1nHdRW/lRR9/CZMnj2DabcYX59kxsIa6nqOWzvo359KiS6pUD7Dx5hzj5TmyjSbzxTzlQp75TI5aYTCQa1WqLnLC/XsC86mMFCkeh28jUppbpGka7B8ZorSwyMad0+6Kee/X+XavmKXRYnTPQUq5RXZsGKORNmmYbveJzcYBcukW86mOIhcIO6ZgqpH3uyDszAz7JMrEs+zwfg75YXLJhsR9rqisItpIwqYAACAASURBVAfOMgLGvuJxt6LWyaOTCdmgU6fuEc26bYT2ZQ1sIxF/9XPeq9LUb0vmVS7XCO/IoJI2WaGTQ6iLdAhcmE9cGIGD8FZcvfLjZMhtoUKJS4RCFtUjNMrOJNKSRCKUahN5A7qzluVep2EkU5A7EeaU0WdotSeJkwifOIbykPtjTaiPovuKH5oWeasQJDwykQkjb1E5cEKFW2y6Fe3g/hehSEHgRF4cBH78iXGf/vnf894nnUj93ZfxzC/8nkLe5NOXnwTAvqkKuQ//nFImRbnR5tyJIqP5oP8c4J7z6crKEplDOdZqpeqKYpXIPYiQw6uHI4kTkJWU5ZC6MAUwrjm6gJ5K8fo7P8r33vYZvvWxGxi47i85Y2E3Gcti48IB5u0ce408uYzbwquRNgMO/OIm/fD7/ugrZ7VMmh2lNZ3zbuArPrIqI8I3oquDfyy1JoOVKmtn5jqGwLWme+OQ8+o8w1EDYIOb5zJeVioD092WMjnb4gR7PxsyBymnckw7RbbXhiDjKmJqj1QR5nTVPfc1TcqRk/unCuuQrNmiXM10xrFSEpFrB1Q4tak9eCTfK8Zwxw7JnRSkUu+ouPKxyjYjQpWrKcUOMlRSB+77Ztrt7nw3Mx1YJshbzXG6FNg4nziIJ3Ey4sKpwm5EEKrEKpQHVdlT9yurVIG2XILo1K1QdTAU5WqyPqtxJC4sHCsVAoWOHeYVp3g0gnsuS0hqY91yv4diu5lKN3FT1Ss13JoEMomToYZYtynVnBJx+c7WA3zzmp8zkjOYrbV4zfnruWnXHMcM57Bsh8dtLvF3Fx/N2RPFzrZjRTdMe6DiErj9IZ0o+jmG5SCOhK0qZA8KVoncEQb1hr+UvqrLQT+FEeo2SRFG7lJGiuJ4iUpjji3WGJPZeXJWk1K1Ss1uM1mfY1t+lHI6z1h9AfBUmDzUzDRn7Njhe7/tHx1iy/gEuZbFoF0P7KdUXaS04FazGuJm4d1AWjn3piVuvqWDixh7lWo49eYxXQlc+EoLi36oNWN1fOJkHzl0t8dqrmUxZrfZiKsu/aEwwRZrzM+X88+TFlNNLBVBuOHPoKFv1mxTt1J+iLVcdQsW6u1UV1hWhvw5jFLjkkAcr0C/P2hkEhfZ3F6pQp3zbC1U5U3kv8l5cElbcfVClF+cqozJRCuMuIX1CRUIhHNjOj3IRFKeB4tKtou87zjCmYSMyqFZuXOD7LsI3eqfVImqIltrdjo0QHibLRlqZWlcX9I4U92iRAxlAre/AjOL8eMU0lTecQkv/NIdfPmeGS6cLPLlO6a49qZdALTf+ki+/6zTA+v76p7I05XnGzXPlVa8CunuULTw11sKIX4g8BDNj4NVIndEIcwDbqVInCAFScdLGnLtl8TFYfiYCbb+7B4adorb0+sYMxcoUUVzHAYbNUppNw9O1A6U9CobDx6ghHuhFxWpe0dKsXlWopBBTjD3b7h7ylBtukcuX9jWFN0bWljOyn6XzB3z++3MHD3mdoeoW6StFqVilXIhT2PEtU4RPVcbukkOi1J1kYZpkgM2GwdYyGQ9BU4Kn3oh1rpjdFW9isd+VWm60VXBKqNuGR6ZUzo26OHvYy8j4Yad6qiBUrhcwMLAko7Ff90jd6r1SD8IsxHJNC10x/HJeuic02aX6W8YAk3rJUNemXxFGv4qn60oCNIl1hdV1v4cpPZbgXEjuj303YM1rsIzTnELg/yaIF+5dDeZU2BEnCMjimiqOXFh1iA9zHqBYBcHcEmTTNzk8eMUskKaWw/W+MEdU5y/Js+Pd5Q5eSTHM48b4at/nKXlCec3//nD0DUtWEix2ITFZXq1LReCxIn3T7zvtnPoSFzSIpWHKFaJ3IOMV6eew0ecr8Sus5RODkmh3ljl5w+00hemvMXBadtM3byFXO0gdSPPLQObOENPYXoGohsXDlDKVH37CdNu+z1VhYebwKTXs7Vmujlr85kcpt2mYZpsGxujXMhz4o49Aa+54t6yGzJRK9ZkeB0eAjcPsU6t6dohAEVPTcgONxmqVCktVtk2NsZ8OuurUuV0nkGzU5E62KwzkKmzrzUGRidUGQh9ezlrUcQL8CxGDD9PDsCyXOZkmq7xZ90yqEt5coFKWomQhfnOyc+HzOAF3lLIXFQ7rq7eqUpOnHiP49ArXNq1vkfEVPKWRIGL66oQ11M1TGGTSZ48jv84ondrkv3J+0jUMkwOhSbpiCDbk8gqnLw8rlVYxHIDSb0MC7/GzStMeYsiBnKem/hRJpvh1iz3TyhvUYrYaKFDgKpNvvqjP/K+G7cxUTB52RkTpHSN09fk+dJWl6Td+qrzOWtyIJxsqvtI0oKrH2LVixypY4lzXbKXTuLitonzsXuwVb/DFKtE7jBBmOHpA4kkJKoXqTvUhRDHPuYMjn3M6XzhpOeSyadpzFcpTQ7z7v9zFTdd90usZotHXnkuxaNds975dDZQ5SiS34W/nEDGsjDNNPNpz86j6l6kp9aUfPWjNKcoOIvN4AV1WkqqFjes/ZXOxbiQ7iReS5WDbujWq1gtLJKzmuwYWEOpWfWIaNoPG9bMNKV2jc3mQcpOlnI75ypw0nug5rEFjlMx/02CMNsR6Hwesqk25WYmUP2q9lYN2zYJgVPVOPl97CJ2ZjpwrlYCqrluFHo2re9BrsSPBYhW8OSx4qCSwCSkDiR1S+2xKtCL9KlVrTKBE6/HoUfFLtAJocbl4KkKURLlTWC04IYK8+lOriu43SDUYgf/x5kVvA4IAiepdD/cdpAP/HQbzz5tLZ+84mQGWh1i+O5Ljg6GZvuZ70ohSWGCOKdyxMF2HhhitZQxP3jjys/jCMIqkTsMIUJrAsI3TUVYmCoK/apfUduvdCi3HxRGB3nmZ99A9b49DFpVsgM5prdNY+zQuf/+WdpWm69c9AFOftoFPP4jryRTzEHGVZAGqFNq1yi1qr6VhT8XKcwqk7lG2mSumCfXaLoVcsespViVEpllkgbBi52A6si+ONvJecmnMRotit4Navv4KBnL4vjZfZTzBV81LOfzNEzTJ5ildNX3oJt2ikw1iwGbDxWyQjfXyoTmtAklLinqGKF5eTKJC1iPeD1VIfq9jyJxcYa+8ntn6SmsTA5TKXKQw6rQaZ0Vh36qUcVrwrcNlP6muNH+JCqYWlQTZtwbF4rthSWFV+MgE7ReZE01E447DpVQJiB6ARKnEqK40FzOdDstbBgJFizJY8iP1e+3qiBJ+3/HL3bwuXtn+PYzTuMJp41HmwqruXVi7KUgSslbCawqYoclVoncYYA3aFfyMYLmwKpCl3Na6KTIOZ0bV1jhwwMNtbgi1msuJmy7VGiaxvCGNWS1ErquMzk+QnExxQs+8kI0TeNZH3gW//y8a7n+dddywdueydAJG0HrdIzI2ZavdoF785fDme4yi9tHN5CzXVIlQm3loQLZY9diiF/si81u8iZCLzLUi73sMO/dzIqzFR5+2xbKwwXmi3kmZ8s+mcg0LXKNJrVMmoZpusqiAaV2DStlgDe0G1btdHZwHC1QVSq83tSwahjqVop9VoFSvuHm1dlmoPLUNypGtPCS1Cul4lVGks9AVF6cavgbtWylkJTEBbaJWM+oNX3bZ7VS1fd2CyMuslIWk0sm59B1vRajFvr7bbTwG6OEqXJRSp38uoDagUEY8sqII33yMSdFlFecQFinAkHgRoudffUKHcuhVxmKArhjocGmT/+Wk4az3PaXFzCSN/sjQUlJmJyv90AoemHnTRxHrx6uqzhkWCVyRwDETU0j2CQ4Sql7oNEPmZO3WSm8JfMcANL5DMdceAIve+KLeMsT3gLANXf9Ha+97iV86W+/xacf+270lE5+zQC02lz48sdgvfZK9pqDflGBMKEtG3kydqeN12R9jjN27OCYm7a4Oy3l2XV0p7+q/+v9rn3uc7/rg3cBDrugqhfFNcXOjbnRwihXGd1bZlTOR1pTJHv0WDB8V3KVqLKRx6TFmOaqOAueH11dN/wihzkrzbbZISaGFn2yJUicCIdals5APvwmU65myKZaDHk5eXLVsmxpIsibHLYN85BTIYdVgS5T4Dg1ToYaPl8ORKunMIRVkQrI+ZQ+JCXJEERMUZcSfYNrzQCxEbl1gbklrFoN7LvfVlq95qeOJ/u0FdK9W3xB/wROjB8YQzn+sB9XQoUT85c7QITOSyJxYevULNq2g67BzVPuZ+GDTz2FkbFCbxKXMx9YJW0loHrZ6bp7DiHah28VhwSrRO4whNq+SIZqHhzw4TqEpG4pZC4JxPHEHctb/vhx7rvhDv77pf/E3T+6g8G/GOb85z+SzacdRXHjWoy0wcs+8jyca57L7F27aC1UaVlt3v/8T3Ly+UfD+We4jedTWd/Ko44BKfe8jjPH+OK8a1fy7T+4K2weZv3W/bROX9+xT7h7X/jFN6oYQg7viJuZuKkfqETk/MwyWmtCKU9ReSlXclt9CUylh9zj0gAdUprNkNkka7b4/f1rKA00MU3btx8RfVHL1UzAGNj93+mdOmQ2uz3kNFeFK5PzlRxB7ASZk7cRJsaQ7D2GcBIXVW3sh1JN97zWvP9ubqEZKHywdS20T+pSbEXCQqV+WDUsHFgO6QDSjwLlJf4Xa02ynl1J1/4VVTCM1EWGeJdD7OJy11Ya1RjiEBY+VcmX+A7GFXDI5EqGsr+5Rou/+9VOPn/3NNvnGoEGcE+4cDPM1ZKRm34JXFz7rAcqrCqfW11z1UyZ/B5KEifyEx/i+XGwSuQOG7w69Rw+bX2ua7lskCpDzaOD5DfIXkhKDqPIXC/LEXWeqiojlkXte+SYCUaOmeBhz7+EguEw9FOT537uDWRsCwswvHOTsS3Wnzjh3/xPOGcTH3zsByitG+ZRf/kELnjtk6jrJpY05/1akYxhQQHuPXodZ1earm9UzYKbdmLctBM2D8PmkeCkokIaIl9GJnWisjXsxheaQzPrrzNarjL1qBLjB8qMHyizY3KMmmlSzhdo6CbzZrZr81K+AeOwUE17RsBSv1WPsKkETqxXytYpGTVKWtBvT5yvUqpGXfe20VxiF1DlFDVOfq/FYzWM2k+fVdUEuMsUmP6rV+MKG5IgUdP35bzuqV9Go4X6bocphrKaGxr6jcs/U9tuQe9WXWGQOxKo1au9CGxUIYbYr9q1Iawzg/pYbC8XY8iERIyTM13CEkGMvnLPDK/54VaedMwI33zBwzhlzK2Ob+dMjIEs7JlLRm6SeMOFHYPAg6GCCfuRuNZmAlHXx34IZ9gYD0ZxyGGIVSL3J4gwYgTxpCxqm17kMIzMha0Ttp+ofSaFkTFpALaYnx62EtByScCrr342f/zFvaxdP8xH3/YV7v7qr3jW+5/JxvOOp2zkqWkGdQwauuvpdvv4Bs5+0Xmu8rb9IOxbgFoLfrEDJgfg9HHYNNxJVpZ/Ics5czLkC/GMlNgelQQttpHy6jbtnvbbE62dnWP/yBANq0lJd9WeveYgdYq+72Ap3SCbajEx0Emodi1I3PCqaz1iBCxIBNnLptoBMiZU1wHqWF4RyYCXKmPh+tjN0ekW0avAISmiSFw/FaqyPxwQqsr1gqyAJbLviEK/HmwqvH0HvpVK/lygE4JE4ALzbrQ65CgVUQSihoOTFDWI9eRq1jAvMqGKqZ0ewshl3PneNBIcN2yuwutRDaEW0t0h1QTE6Ks7yvzvH/+Rr7/0XM4/aW2g2MLQNDiQ0P+tHzKiqmJR48hRgaQksRfC9iuq9ZdKJFdqbg9xrBK5IwD9qHKx44SQsqRkKk4he6C6SyTJAbQwcFCOSyV0Bvz9c/6FW777e/7xO6/j+DPW89Hvvp4f/fsvufop1/DUtzyRR73xcmrpoQARzdgW3/qzC3lS7YZOVdlet2sElQZsPeC26ylKF7ic6VoQzCx2X1jXFoMtjWQVIEpFEFjs3PiKe8vUsyY7JsfINC3KebdLxMZqlTFznlKxSi4/iu5VQWT08HZbU81ioOBBrVwtpRuMpyuBcyIeWxjBvrDAdGqAcivX1RWiXxIn1NQ4xClvoiWbqsSpXRpkEieHVQPmvhEESCZ0K5ZnliR/TIVMgtTcO1ERnTGojLgqsFpN24Ve6lhYUYM8Z9WCRCZvYeuoY6oELmyuUWQtjDCK8QVBrPX4nsmvRZATq21zze1TfOgX2/nOWy7m3FMmOgSxnxDjoVKTlkOQZOKoHlOrHb4cYs9fJFQrl1UkxiqRO4zwYvOFoeFVEHlzma7l/ZI5WLoSFhdyPRQVsxBtf2JhcPO/fJfmYp1L3vhkd6FE6M552rn88mu38qrLruZHB66hqDk85YUXcN7FJ/CeV/4HW2+6jxf/x+uYz7g3vIztts86edduuGWne1EqZjrErei9F/s8Yjcx0G1DAt05cvl0sJXQaBHyTSCkAbaaXCxwoMKo99ANrabJWBaZpuWTlZphkmKECXOhyyZEFEJk9LabG5dv+jly4ObMlbJ1howGWa0Vaj1j0vILQwQG9TpzVn9ERCipS+3eIJAL6eIgENZmKwzLDak+aAirMFUgSGhX7l4SEhpWQZsEsjGwujwJaY0qnFDHh466LZM68aMpY7i5ifL2qm1KL3Vcwvtu3sPf/OR+/ukFZ3Hu0ZJlST/EZamhxrAq0l5jxm0Pvecd93oUiZOraZfi6ReGMHVxNT8OWCVyRxR0x4lU5w41VDL4QBRaiDGTqn13f+2X/PH7v+WC119BRg+qSxc+++Gccf5mmnUrkAh/7LoBPvXll/HaF3yaG//68zzhr57JVHooOLBolD29CGeMuyRONLTe590AKh4ZGy92Lsb7Kq5yd9yazjiLzU6lF3RuLmNFKESEV1VSWG1CvtMlorSwGOhckfN6uFp2i7VOJfDeWBiUPYKb1VucODRL3TaYqnf6WWbNVKebQ0gXBguDSWu+q/AG3JDtvsWC39FBhGJNWl05ccJWRzzOSJ9tsU5cKzUZakFDFHKNJrrtdKlxKokLbXEl+cD1ajwfqnqJ9WrN7pBjP1iCcucTuLC8THkspTrWD6uq7bDkdVTz3ySQlWl57Cibk6W0CgsjcWrniV4opIM2G4U0Ke/78/yHTXYIYD8dDlZKiQu0zgrp8yr2FdaBRh2nl3VL0mOTCZz4jPezfVzlrnreVvPjfKwSucMMS+nwsBRVbqXRKy+vXxUwjMQJUhBVTPGCb/81EK4O/t3l1/CE1zyGCx97MijkIJ0xeP9Hn8WVj/4If/aXj6E04ebIzafdPCpOGYe7pryJtVxiJi5Wp43DtoMukRNkToRaK25VKPsqLvELy6ETCLuxJrwIDlaqpK0W+0eG/MKHUnWRst3m+MoBduTd/CFRDW2ag+xsD5PVLUpanXrKPa+CzGVNz8xXUuNAeg8V+yjxmRX/s2bLDd96diUyiQuDTOxkS5gkaJhmojy5JLlwK2GUGyBwcm6ZnPslCEwYkemFXqQpn+5WzsJaWqljRpGaXka8cfPpRTiX0kEiDHIoVZA3QT7DqsGrzaB33AHFhFn+zkk/ov77rv387U+3caDe4mevuYDSYiO4znLRT1hR7X8qto/zsFxKuFPeX7/bqtYzkJx8rZK0vrBK5A4zPDfzEv6r8SkgmqCFqXJh6sjhgKWEceNInHjcqzJWQJyPHXft4UNP/Qfe++03ctrFJ/o2FeAqWGMTg5x+1gbu//EdnPSMAfZmh6jpJrcftYETT9+NcdcUjBVcclbxLkybhl0fqrVFtxhiSg6ZegqZrNiJ9j3yL1YBWZ0R/nJR4SDvv6oEZZoWO4bXBJaJbhCWnqKcdonapDUPJix4NY9ZXOJVSns3pnTDJWIRBCxQsNKyEvU99ecYUqEqEzdhBpzUPw66yVxSdU7u3iA3n1cLGvpucxU6SeU8RiX1q/tK2k80DP0qW73GCTsPamuuftBrOzX82UuVEyRWkLe4vFMx1kzvZP26ZfOte2d49bfu4Z+ecwaXnz5B1mp3Wnj1i9EEvnJRkEmRUB1VIhqGqDQNMWbcdnG9T6Pm2M8+VrFsrBK5wxz9qm0PpDp3KMhiLxIXtswmPvzW0E3e9bsP8uHL/oaZcr3rdXHjt22Hm264l9Oedp5Plhu6yT3HHcWpo3d3SNm+BVd1EzeaDSPeRVX5RSz3XRQXxDElrKpWynkXzcpp68nm0m5/yXyzOwzn3VTni/lAor5pt5lPZynnC9iaRsMMf69yToscFea1rH8uh4yG/3pWt3w1Lix/rSYVJAjS1dAthoxGVwswCwO0blIvk7hMwpZc/v49Ii4qV+Ny5GSkrRaa44R6xkVVocoFAn23x5IJW5hap4YV1W36Qa+igqTbJYUcBg0jWmHjPhAec2GqYC/i0Mv810M7Z3Ln9CJXf+NuPvOis3niqeNLPwbx/V9TdMnXdJ95dWIMCIam1dfClsW1KIvbj9iXPEbcOEuxIFkq/vGXKzveEYxVIncEINQzLiZXbrlkbrmJ50tFVE5cErPhOJUuY1swXORdv/t797zZFrTwVTlhGvukK8/iPW/8Mk9++cXkzjmBspEnZ1vcftQGxp9xDqMzN8LWhhte3Vfp9FwVIY7NI8H2W9vdHDZfnVv0Qq/qxVW9+HkXznouTRYwMkb3Rdu72Q9WqswXO/lt8+ksZSPPVHqIiZRBpTAYIEbqZ8akRdnJdnVgkM9lQ8lbi0LGtjjBmKaUL/pjiIpm0UlDhkziVPKm5sbJVao1pZdqYA5SYUMj3f93QG51FRZqTUTo1P6oYYSsH5LWD3Ho1Uoravy4PDl5ubwfdYywm/ioamOdEHHkMqztV5SPXBzU9Rab/G6qwoG6xUDa4OqbdnHz/kX+73uvYNv7Hk+62Qrus9/cMUHi4kyI+4Ga7yh+LO5XCjdURU2NCPSyPgJ33uqcdS2ZWrcaJn3AsUrkjhD0Q64eTBK31Hn2KmyIMxvWcRKHWn0i4/nLyWTuMc89n+t/eA9/uGU7Z59zgr9+xrb42Skn8chXweiXb4Hr73PH2HbQvUiNFtyLdL7HRS2sDysEL4ZjRSh5uWqqggNd/TazdYsdky5RzDTdIgdRrKHjcMDIA251qXhvykaH+OWclpsnJ53bXjltslqZozu0OkC9M3ar6q8rby/PRyZxSYobBIlL6iEnCF1YnlzTVCp6l9DaqpVLd573ykeLQr9KH0STHUHm1GrMXtvFzW2p+WxJCjOi8kPVZfJrKqmI63IgLw+rLAcWGi1e890tfO6eGQA2D2V45ZmT/N//dQJzEwOk9+uwXO41XVme75rarzmJEW8v9EMoRVtCsW9dj8/7Xe7c+kS9Xue+++7jlFNOOWT7PFywSuQOQ8h5cocKSQlYHElcCSUvzpMuKVnrF3IV62Of9jD+7eofcMIzHgETLiHKtSxMu82vTzqeza8scerMolfYQCcvTm67pV4cReWYmsysOtJ7Cdhxak+rlO9aVlpYZNv4GBmzQ5DKqRzg+ObG8nujKraDTh0zwlswTEWTl9UMs1stVqpTS60qDd0MqIFxKlyU2iZDkDjZO04OqapqnPzc0dxqDZnE1TPBc95P4UMsiQtTt8K6JQioodieTdzTnX3UmuFVqb2gEq2lkEoIV6j6rTZNiuXk5qkVpjWLes3ySZwG/O7FZzO0oQT5NDe07HD1rxdJUX0k5T7Mct/WsLHCzmWv3LOkYVO5720SVL1IQlg4V923bAKdIHS9ZChh1a1bt3L88ccD4DgRxtZ/wgjzwl/FYQqN4Ac0F1Hh92CFRgUEeWjo3Tf5JDC9kFzcX9x2ECQjYWqQgNpk/ZInnca5Fx/Ptc/754AFRs5qkrOabBmfcIscVPT0xPLUODVXTjwX23s38uKsSxDVBPp6Lk15uMC+iWHKwwXqWZO01SJjWUwXB7H0VOAYM7bFXnNwSe9FXAWpWmkKrnpZ04yA3UlYFbZM4ky7HVDh+iFxMgSJa6TNAGmrKTmCtUwaW9d8EreU/qo0WsnbWqnL5UpVmXiJx+Wq+9dP+G0p4dS4scD9HGYifueHWY+IG7jqISbWkf/6Qdj3Kuq7ljQRX/Y188jW4lydo/Imj1k/yJ0vPYehjOGGKLfNusa3+yvun9h+KQQlSpGH4HmLK0wIOw55Wa/t1O2TnjPx3okfDfl00JZFoNp0VeAHksSFwLZtLrvsMrZu3XrI9nk4YVWRO8KQNF+u3zy5XnlQywnXhjn1L7dgQvY004huAxaGyGP0qh9f+Y4/44oz3kvt178n9/DTXXIElKpVStUqlctOorjdsxwZL7rETv21utjsVKfJF29x8Uxwsfa9v5Qbaj2TZq6Yp2kaASIi1LGa78+W8r3a9pqDlNq1rn3UNCP0fMkkTny+VFIX955GkcBSqxogcWqz+16IC6fKpC0nKXZy3pzwkYNw/7gwRFajhrw3nR31OB6ZfPWqLo0KT4qba1yRQ5RKrL4ehagcvzAsVSFbio9e1L6iTLXF4xBy4TgOr/r1Lh6xboDPPPZY8oPd/Yojxw9DkhZayxk/CeQiq+WMISBft/xQt7J+WIuzQ5Qfd8IJJ/DjH//4kOzrcMSqIneY4rmZl/S1/nKUOVlFiSJYScaKU33iVDq1ZZj6F4deHSUC1ZAxx1CTiEQ6Y/CmDzyF917+D/z2H/7HtSIx0z5RuPfoda63XDHthkj2V2Cmwi9u2oH24i/xtdv2BH9dy2FV8at8ZtG92O2XKteqriLT5UXmoZVLUx4qMFfM00i7SlzTNGiaRmR1KnTO73RqgHIq559/sTyJmbOa1wbh1aU5p0WpXesKwWaU52HFDL3UuDASVzNN/09dDnSRuChk65b/5y/rp+sBRJO6qNeEQpcklBlHkoQCEreOUMzUvxi0ZHUuao5xY4QpPqqlSBgJDavQls9TgrkH5hCFnMkdbYeBT97M7mabf33SifEkrhcKabfgadNItyrp7S90fstR+eIUvH5InKoIhpE48Vi8R94PxSwyrQAAIABJREFUoq7XV61GDjlWidyfEMJCreIGqt5IA9spPVijCNdKhWwFcVTDcFGkbaktxfztFZsL6G1x8fgrz2Z0cpAv//23AZjODvivlfN5Wqev71Sj1izYX+FhWTdM+7RP/Iajrvohn/7uPTh5yZAzZ7o5deqv1cVmJwkaOqE7RQkpDxfYPzJEueD+FBbhwW3jY+wYWEPZyAeUWdtz7hXnr46BhcG8lmVey2J5z/3z5BHnMAIW9fnJtdwwaca2ulp2qZBfV0PaGcvq+ZcUOcmOJEnlaq98uJ6WI/J7JUKS6l/Ya0mhEpewMGWS7grCo7DX8WQM/5hjj72UX3o+XRzU41XD0Op6STs0qKHfzSN8+K5pFhttbnvTIxka6c4/TQSZwEGwwEQlRvIPupXEcpQ3dZyxotdpJiaEvdgE2w5X4R5orNqOdGE1tHoYQ5CNfgxXoaOehNmTRJoMR5AlOSy6nHBoL9WnF1nLOa3EbcBEuDDMfLYXZHPZY0+e5NhijpxtMVZfoJwv0PBUo9tP2czZe8tw1z5vpxZ54I0Pm+B39x/kbWsLvPMXO/nsb/fy148/ni/cMcV37z/Ia44d4TXHjbjt7Atp5YJeCfrM+RPvPu6aaVIbKdEwTW4f3hDbQSNjW9RShl9NamH07JIhK2pJfN1yLQsM/CpVkDo1SNuX03kwItS8PsiaqsCFbR/VY1VzHAYr1Z4ETliRdClzcZYi/RC0OMSFUtVlSceTux6E5dXpGhguiZPbkflQWne1cmn3U7TG+8zmFYLZL7lIQsr6Cd+K/QuCJc8rn2ZPo82/3XAf//2c09HF97DfDgYySQurEI7DSjSJD6vGVbEUkidbk6jbi33YTu9zFdZtYhUrjlVF7jDGUwuvBJLdSMOwUsUQSy1aEIgiYEnDp72g4wTGWep4NSVP6+kvuZBffeN37PzBb/1l85kcNTNNOZ/nvvOP936JD/sX5Ou3lfnAukGeUMrxq1PGuLKQ5rVf/wO33neQD44X+e79B3nFr3Z1XxxrVkeZk29WGYPKSJHKSJF6Ju2Tk3K+wHRxkKnCYKL3U4Q8S+1abDi6q0q1j8+eUObAK3zQTcpG3u8oIcbvUnpDCFymacX+yTlwsgInb+/Pq9GMDKtma80AYYnyj+sXLa/6WFW0IhWufperSBpqlAlowrFbggD2ek0kwY8Ww+fTTy6cGnIOUyBlFTKKUIjqzBnP+kMULUxX+Pb1bmL8w4dzK2MHEvd6WM7YckmcjLiQ5lJaa8mkt5dC1wthFfv9YDVc2xOritwRglzLQrSB77eQIa6ll4qV7toQlUwfhTj1Tw4BB8dMda2TJC8uCkKVO/Xsjbz3E8/nqhf+C+/+xuuZPOdYd4UW5MBtVL+uBHvK7kVu+0Gmqhbr0+58DE3jNeNFXjPeUdnOyJucc9d++MbdnDaY5cLRPBdsGkIvZjoX+UKzo3J4KA8VuuYpEySBeS0bStS6ig9SnRZdFkbPXMMo1AwzQPbcUOsc5XQnzFvTTTLKekkRRsDKA+656EfBE1CrVOX2W3EkLuAVBz2LAKKMg2PbeMWh30ICteBBPI+zQpEQmh+oHLOvWCLdSERVYy4NVLrz3WTIhRhKxxJ/LPVY1GNK0s1BED3p9R33z/Lyr9/Ney9Yz7qBTPz2Yei3srQfVSpKATsUkK1Jwgh5P3OJOuYolS4s7PxghG6PQKwSuSMIuuSPsxJkLgzquGH2EWGIImxRJC5Jl4Co/S5VcQurnu2Fsx95HK9//xV89JWf4T23/i0Z2/WUy3jVkK1cGiPv/mp1ts0ybbUZToWU5Xs4Pmvw+1PX8p25BvdMLfDce6Y56fYM33v0Me4K40X3gnWg4l9EhRVJGJmTzXZFvlsn702q5LU7PUxr2aHAGILE1TSjW6OXrhAqERNVso20Sanp5r9FGfo2dDMwVs0wMZvuuoI4h/VIrWXSATJXk1RJNf9N7eognstjBLzjEpr/RkIlcyGqVShxk7fpRexUG5Io/7Qkxrvy/kL96zR/zpHKoWxGLbUu849J9jmMIm+ykhaWDyejV86fvE6SsKhHEq761U4AHrthKG7tboQVMYShl4oUpVAlHV/ez0pC3vdMpTt0mwRxpFUct0rmcmaQHItqf/U9ve6W5PN4CGGVyB3meGrhlXxt8RP+c7lJeb+WHnG5cyrCCE8UeYzLXVuJAokwlS44biqS+IljXYoyJ3DZ5Wfwvtd+gcLCHIsDQ1i6F94s5Nk3Mcz6chVyabRihkuHsnx8epE3TwxEjrcpY/Cqte45m23N8g25/6t64cylodGiOFuhnjXZPzLkkp3qolswIFQ5HXK0mNc6VXey66Caq7ZA1m+hFZZ/2MuORjYCrukmtewQpVbVJ2elZpWMZIeioqGbzCe4N2SaFrVMHzcReR8KmQNX4XM0rdsA2CN6faly0H9OXJLOD71IWZK+pj19DSMInTc/g46aGKUiGsLvTh5HzhPMKURL7tCgkrmw4+k3Hy6uu4BCeH6xt8I/XryJC44e6W8fccbfYl/yf4EkocWw/qbicdS++s3pi9v3qNeGazqEwCXdx0rlw63m1fWFVSJ3BEImczKSqmcyqYkqiIhCGKkKa4beC0mJldoNIAyqUbI8v6USSbnowTBSXPrk03nXoz/I6z79cjj1aMx8m1J1kXvXT1KaW6R43344eZxrH7GBR/zgj7x+cwlDi1Dmap3zdVwxzSvGJKVNdIzYfrBTFZvv5CGVFhb90OJgw/WFK+GGWctGPmCIrBGsQh60XcJYalWZTg0EWnEJMieU1ZpmkKFbgZPJYEb5HE2lh2joHXUu17LIYUE63/U5E/lzYn0rk8O027F9VP39RhQxhFWoimXyNlqI83s9k44kc6GJ/0kQFXpdidZW8s09rIWVvF5S2NJ5abTibw69Ok/0qsxdyaIGcS7CGsSHEJCpmUW2zNXZWm4k34cYT25TpSJpx4ckUN//XurmSu23X8gKotrjVbwuQxR4qEStl1nyalg1FqtE7iGOpCFXFUslSP0qY8nWzwSfScqhCKeqhrYyKbH0VM8enx/86DP57Md/yj+/9Dre9Yv3ADA5W6aWSbP9qDFOvW8/ACcct4b1v9jJLQtNHj6YCR8s1/naVdoO6TDCt9j0fsV7lay5NNm6RT3TCpCSQdwijVKzStnI+6a/OdvCdDoEUZArS3dNgsfaC0ynBkQ0LYCa5tqShKqvMRXU4jwLdU60NhurL2DpqUDeXDmVY4Es+80ia40KpVa1oxomNAeGcFIXRt5kOCHnW5C4KDVOkLkulUq2HfEnkFB1E+jXEFfdTs0vW0qnh0YLUk5QYQsjogo5+8m9M5w4XmRCnkeYVUgvqMR0KR0gElbLVltutvE5a/uwGxFKXE1535bTZiwKcp5aFIGT3+N8OmhfJM85bh/qOqptShQEeUsbbkWwUPGSYilq20rZq/yJYpXIHQGQw6viRiorI/3ak6hYKpnrdx8PFHTH6TqGfnMIBaIUIU3TuOLZ5/Dpa29ksFlnOjvA5rCQX87k9KEMt1ZiiJyEZ43lufzOaV5z3AgTOdM1GQ67aB2oIJc/NE2DTCbtkpY8WJmc79MmSHbKsRFMTah30wNr3GnaFmaq5Rc8CBsSteghOpwdDvE+l408udZc4LWM9B7lnBYLHp+a17K+dYkb0yNSoZMrXKOImlgu8uLksCqEK3JxUNW4KMNmoKNUxSHO803NGQvLVQtbFqZ+CeUorJAgbN2i8lwlhGL7svs5W5hd5NKP/JyLjh3hZ29+VOB4bt5+kO/cuZ+nnDHBGSeMAWDbDoJDa2E/XlRFMY4oxRVRCKh9SL3nm4GzSlmOMvowbVhsukVIUXMOrNdDQeqHlISprmoVcVIyGZfvllTxknuqQiePTu1gs1LESy6AWPWPi0RPIqdpWha4EVf2MIAvO47zHk3TjgY+D4wAtwIvdBynqWlaEfhP3MvCCxzH2aNp2ouBTwEPcxzndm/cO4AnO46zbeUP608XYWHVsGVxN93QitCVMvsNaR/2QEFV2eLI3HKqVwWGSjnats3en99N4bKHsW1sjMm5MqWFRSrHrKV4xy4ALl83yL/fO8Or1yl5ckWP2FW8kE6txTlGihePF/jLm3bz35ds7qwbkVOTrTXJSkn6Qn0y7bZ/vDLJH2/OUTZc5UG1+cg5LaYxqNsmWd2ipNUDBsE1zSDTo9pZzoFTuzmU03lfZTPtNmazHVh/AGV/QkVNB99DoZgGCF0EiYPuSte4jg4CImdODrEmtiFZbgursPywnELmeuTi9cpn6xrDI5y27XDn7nk25g3IO13EwbYd7tozz49+t4djRgtccPQwlUaLumVz49YDnLNxiF/df5BdB2scVcpy07aDbBzJc94HbwTga7ft5Z1PPIFf3X+QD/2w0wfze699BI8/d33sMfVELyUzIr9L0zQuXVvg5pkqj4naRqBX1aRMvPPpjpdemPVI2D56jV+QyO1KKYDLbd0l5pPER245ENfAtcXV0GoPJFHkGsCjHcepaJpmAj/TNO07wJuAaxzH+bymaR8HXgp8DHgB8AlgB/A64P964+wC3gk8e4WP4SGHUDPVPsyDl6pWJcFKELc4CxL5NUHcCtKv+zAyt1LQdZ3Xvf0JvPX5n+K1//oXrLviIibnygDsHx2iuKbsNtkG8mGVq5VGh8xJuGptkdPv3M8P9lV43HFe8rVqbxBx08o0LTJmJ0ScU/Laci2Lht5ZVmpW2atUrU418gyZTbJmy1fmBp1617kT51XNjZMfh51vuUJ1rL7Ajrx7jDmnRY5Obh56twLoVuVabmjYTHeT0QjVrWsOSvWrgKhijXpdJXNdRCkpiZOR5GYcpoR5kCtK1fn4hE6MEUN2HMfhL677DT+8Y4pKo8Unr30Se8o11pVy3L1nnsdf/VOm5xtMDmZ43MljfP7m3dyxd541hTQOML3Q5Flnr+OWHXNseOf3eeE56/jcLXsC+7hvpspnf72TkycGuPLco/jKzbsBeO0Xb+fj+TRDeZNP/GAL1zzjNAr9drsIW5bk3BbTnDVR5Jt7FjrLkqpUSUhQWFGHrIYlsfSQlT11G7nHrlqcEIYk6qBcEBJ1fGqhh22Hj79S3StEPt3+Po2WH4Lo+c1xHMcBxJk0vT8HeDTwPG/5Z4C/wiVyKcD2/uS72TeBizVNO9FxnHtWYvIPNWg4GHa7q72RjKQh15Xo1rDSCOvEEBXakx/rTvDCoxZzRJFLNXnfXy6F81RrjGe88OGUZ6tsveEu1l1xETuG3VBlaWGRymSJ4tpZUhrMN9tuUUMu5iuWM6DWIqtrvH2iyLX3TPO4MyfcIge5w4MUTpF9z4Qnmq/KSfOez+TQcBjwQqqhx68Z1Nsm2VSbhp2i7highXd7CKsElpf3as9l6Sk/vCv2LRdazGtZLM3wCaTcUm2wWSdnNcl4xr+ZphWqukVVt4rlgqw5mtZF4OTxmqZB2mp1VDqv+CGJt5o7GSlXrB8kbDcl7EHkqlGjXIVSPmgbEpUr56lxX//VDm74w362/PVj2Lp/kR8crHHUO74PwFDO5C2Xn8x9Ow/yqStPA+CjP9vG67Yd5JPPP4Uv3LKbr922j1t2uD9kDF1jjZnic08/hTMnBjhpNI+Z0rsrMV9yLnvn6nz+9n284T9/x+93ueH3v3vqKRTU3zgSKWtXGuw4WGNnvcXDNw+TMUOugWpOWQypu2RigDfctJtGyyYz1Gd/VZnwLFUhE9/pfBPwTIoF8RFEKIw0qqbIh9IsN68QOQFBONUowmpXh0OGRD+BNE1LAbcAxwHXAn8Eyo7jlyvuAo7yHv8H8F+4PpEvlIaxgb8H3gG8aNkzf4jhqYVX8j98CQh6dSUhdb0I3aEmc2HhObUdVJTFSq+xVMQphFEGtb2qJgeGsmz97S5ytsW2/Cjb8qMcX5kCoJhP88SJIm+8eQ9fPVjjaeSCZK6iVMp5r10+UeRNN+/BrjTQcyaMEcxtyhjMrBv2Q39ZiXiUFhZhoADVxYAPW822GS/PUUpXKefd8Opgo0bNMNmWWcMCWeq2u/96O0W5lSOrt8jqFqbW6vKUC4RNUzl3alLFskq0p9JDjDfdG3XNMANEToWsAApSmGtZDDZqAQIHLmlTjX2bptFF7tJWyydscrjW1rUuBU8dLyy8Ws+lUW/5Rq0ZHvYUbbAgGaETN0lpm7v3zLPrYI3HnrshOC4ecQshEYZnhdNlASLg5bdRbXL0mjyDWYPT/ubHLDRavPt9lwNQypmUaxbv/uLtAFz39FO5/JO/YdNoAeefnwLVJs85ZW3n6h4WHqy3grliEumZNHXe+KjNvP6iTXzzjn085eM3ce1P7uedTzwBXde6wojzdYuHffjntGyHNXmT2XqLdz3xBF78iI0uWfSOJ/ScqmFODxsLaY4byvDL2RqX9kvkVMgEshfRkucichh7ETG1Kb0YJ66bRS/Iil9SIhhHWtX5BI7TWpofnQwvVL+KcGhOH4m/mqaVgK8CVwH/5jjOcd7yDcC3Hcc5PWK7FwPnAm8A7gSeCHyDiBw5TdOc66+/vq8DeShgbuEgFKJDOU5YCaIEO8oOI+H2SSHsQMLGC7MKEZANj21Nw0GLXd/frpKiXbR7rqfuX95f1HL5uUiSr8zX2LX9IJtPX09b6vmpOw4Fq0F2ep5quc7WRosNhs6w1+mBHuf/7qrFSNZgbTHt9b1Mef91SOnYunvTsnUNXbKKsHUNR3P/Wikdo23TSum06hmyZg1b19zzqbn/bU2jqRs0MGg7uiufO+7cdM1BBwytje6dEzHrznMH8armLddw0B0n8N5bWooUtn/+0rb72W1rOpae6jrPAinH9tTnznuasm3/mDXl/QirQhVwNM0/ft1x0G2HejNLNt3x7pPHczQNzVsPQLcjPldJr5vifbKdzl8YpPcZx8G22vx2u6t2nbN5GAwdu2WjOQ5azK6tts2iZTOUMztFHbp0fkL2X2+0SOka9ewI23fupNGyGSmkWWy0OHltgRRw+1QFq+1wjpz3GXUs6nF1LdMDr1ttm7v2LqBpcPrkAJr3iWu02uxbaHJgsUnG0Dl1rVuFvdiy2T3v/iA6fqwQXjgRNT/b9pfvXmii6xqTAxHkwluvkltDsTHb8zjc91f6vITtX9eC20nzCYUYtx/I++g1ftwYXcuCv+wq6RLFZjk4T9t219M1969lQ3OJLRjlORx14tLGeBBQqVQoFkN6ZveJyy67DMdxEt2U+6padRynrGnaDcAFQEnTNMNT5dYDe2I3drdvaZp2NfC2Xuteeuml/UztIYH/+fGXMM6b7rlelEqn0x1OjFPrlqLURZkUJ6p4lNS4JNsJJS/ziyEWHhkf2lPHUtU4Q1I5VUVOzssSitcnP/1fGLfkeeq1L2cwp/vhv1K1yhl3bcP4l+/z0+1lnr97gbOKaf7zmGEKKUXiUsKu62sWF/xuH7dfeQrrNg53XlhbdP2rPLRKQdsEEW6tZ03mi53X7t15GsdtuBNwQ4iNtEnNNCnnCzh6ipnsEFv0MaaaRcpNN65VSjeot1NkU23G053clKzWkgyE29Q0nQWyDFAn57QDLdEytuX2WE3lyDm2r8plvXMEbvja0lP+ey3sUWqGyWDz/7N33mFulFfb/400MxqVXWn7rnuvYMCAMcVgTAkhtFDyEkgCSQiB9ARSSULgSyEkLyVveiEhlUAqMb3Y9OYYG2Iw2Ljbu+tt2qI2KvP9MRppNDsjjbYAgb2vS9eupJlnninS3LrPOfdJEonHiMT01wxjXzv1TKlQyJD0yaiSWKLAbd25mEWTNpYdw6zEmUOqFXPkrOqch1LPNZOqcfuGdh7Y3sezO/p44IvHUT+/laRfRt3Zw233v8KVv9N7/PplL+lsDtEjoGlwyNQw5x4yiY8eM4OQkt9eXOXBV7s597fPMymskNU0zjl4Et85a1HZ42PGWul0Lso9yAn/9yTP7YzywRUz+MR7DyIzmOSUqx7g6KlhrjjvgOIK1rCZXYFOuXwrKChZv7vt3/zu2T2cubiZOsnLHS/tJ6Zm+ezyqXz6yKm0BGWU/uL3WtYvcfbvN9AYlPnl+w4uJXNWw2HTdsw5aw9t6+XK+7aw/rJlzmQQWDv3Pazccnv5/TLGr5SvZl3Xbf6aW1hza+287dy2ALMuZ3m+dtJZ+nExcufM6qJhMAyws3d4VWslWK+lC/97FLm1a9e+7vzFTdVqE5DOkzg/cCLwXWANcC565epFwD9dbvM3wBcAZ+v7Cdgi7GkiRmUiZ4Re7QidlcBUUyQxElRTbFBN5a31fbdmyDD8GFTykLPDVd85i+9dvZqvL76Si755Nseec2jhvV1Tm5i1fBorWmvYks1x2dN7OGVrL3+eWcck2csNO6Ms9nl5R2tNCZmb45e4YnItp9+3lUf/50CCtfmQz/6hkqRn64c2lCcXSt5rbn9jsZjBnANmhBf9aRUkmbZkPygQ9fhRvBmSWZGo6kPxZoiqPpJZL2Gp9Ete8WSIeEtDpEZOmxGmNx9/s5+ckecGOjlOScOrVM3nxiBwPjVNSpYKy0UGYwCFPDYlpZbksJmJrZWkyelMif1IpQrVskbAdoUORmcDp9ZdJpJx/aPb2duXpGMwxTk3P8F5K2byzLZe7lq3h8NmNXDS4ha+esZCDp1Rh6xmEJNp1GyOx7b18ct/7+Ob997P8hl1TA7JtNX6uOXZPSTTWTZ3DnHU9Aj/3LAPQYD5LSFmNwY5Zk6D7W5s7hjEJ3qgEa5e/QrP7YzyxBUrOOrAVgAGuodo9Iv866yFxZXc3pTLEQgohCW/f84BvLZ/iKDs5TfPtwMwtdbHdSfNQbaxCfF6BP5w8aEce+PjXP/AVr548lz7sc0IyCXH//gZdcTSWZ7c3c/R0yLu9mcsMJ45bXb2J9btuQ1zWnP0zMcvrhYVOrvwbEyFWK++flNI/9+pu0WlHwQTHnIV4UaRawNuzefJeYDbNU1bLQjCS8BtgiB8E3ge+JWbDeYtSn4A3DzSSU+glKQ5ERG3uXTgbGFSjhS5JWkj8bwbTbWpldSVU+IqkThrlaRR9FAb8fP/bj6P55/dwXe+cifP/OU5Tjh/GceunAM1QYZOW0Jo9Qv4umP88qTZfHvNNpZu2s9ts+u5Yn+MGo/AH2p9nG5R5b40tZbHY2n+tG4vlxw5rZgwnEhDd0x/bu1Rmff8ElMZQgm1oMx5sznCQ7qqZe4x6kunC0QqKgdolQaBGhRvNk/gjLw5sUDkUjkvYTFFMieyMxOhRR5CEUrz4/yZNIjFThJ+LWN7Hv354hHzutbzkJIkUpLEjMEu5HSG/fXhQp6fcQ4MQgf2RKxEVTMROkHTCuTPCWZSaEvmylWrWt+zPs+ft3OWTWXNC+10DKZ4/LVeHn+tl5vPO4AfXP9OGpryv3ONbWdzIAj4UllOnFzLiZNr6Th+Js/tG6B9UKV9MMWnV8ygtUbmmge20j6Y4v6PHM63H93Bd+7bwvHzGnno00fZKk+fuv1FHtjcxQ9vOpWwX2RyROGvG/bRGvYxqzFIfUBmz5UrRtYA3gwrgTCpZM3JNE98UP8x9K3jZtIQkKipUMUaUkT+dfkRLL/+UcKKyEdXzND3z4nAWYo/PB6BTy6byo1P7aqOyNkRC8MQd6xImnkb1SpzZgLmJv/O7XystjijGdc8v0rty77+oLttvo3hpmr1BeAQm9e3AcvcbETTtN+gK3HG8x8AP3A7yQmUwp9W8aOHp8Z03DJ+dFZCNxIS90ag3DztSFylQgdrU/dDls3gt/+6nNtvfZq//eBB/v6TtXzztkuJNIZRTliAGI3jTah8rcbHkc/s5rwNHZzSGODe7jhnbOriDwsauaC52IFBEARObgzwxRc6mdcU5Ng5DcO/FPcPDW+uHZChQQ9lGB0gBE0j0q+TnWg4SGQwhs8nEw2WhmabtSGiHn/huaHO2UHx6KQkmvHnCaDl+OTJnKHSmc//gM9PLRSUONDPQW0sUUKYu0K1RPIFDmCyCMlf7wlJhri+L0a4Nak43wyshM2T04ZVoSbL3KCSfplQr8kCwdy5we2NDUqJhF+mqT7AQ1t6EIAfvWs+lx0+WSciyTT0DA13y7dcB60egdOnmKxk8tfDBw6bgqZpCILALecsZn5LiC/94yXu+k8np+VVtn+90MEd6/cyvSHAz969iFnfeYQpdX4+efcrHD2rnkdf6eZ3T+/GL3m4/f2HcIT5B8dYVCPG1NJwnGnfZshePbeqkp92XGVyxM9Dnz6as3/+LE/v6OPH5y8hIOfnamfZYcGHlk7im49u5z+dQxzQ4jKvyY3qNRrYkTi7OZTDWHjFDdveUOkPSI9Q2fy4nDee9f8Jr7gRowpr6wm8GfCumo8V/ven1cLDDmmPt/BwCyfi5cuHzozHGwE3OXv+TNrxcddN9/HRxVeRzeaGkbhyx7G4jEP4zS/xgctW8Ls/XcysqWG+eNoPWC8oPHPQXNYftYjuRZPh0KmceMRU/veIKWxJZDiuVb9pXPJqT8lYA5kcN23vo1fN8qln9uhfbkOmR+eQrsx1x4ohV5svQGtIUclXeoaH4oXcMwPW82mQOMXrrDqlcsVryslg2jyukQ/XGaxlwOcnIcl0BmtLrk1/nrw1DQ0QicXxqWkSPpkdLU0FmxeAAVkhGggSDQaI1gRRJZGkTy5P5hJq4eHJ5cqGTM3vKQlVJ3GpTPEBzpWoRnsqpweAX+b7d77ER37+LDkN7vjI4Vy+bApCPF/dt39I9yM0zm1M1c+3ocy6IFFm5W3FlFoWt9Xwnl+uY8X/Psanb3+RS/6wgRVzGnhyWy9n/mY9q+Y0EPaJbLpyBece0MKegSQ/O3cxn14xg+X/9xTroskyW6sSxvXa5Xz9lixX7r24yryWEM984VgyWY3l1z/Gq50mAmwQOCuRawxBU4hgnZ+uNh5IAAAgAElEQVQrj5rOtY9srzxvN6RjtOTJSnICpkdTaBzIWRXLxPLHsHuoaAgckIs/KseDoE2EVV1hokXXWxjlcuXeCBhqnzXc6Ra2YbpMGjTNlfIX39/P/p09PPf3daw4u5jT5kTgrGHVSvB4PFzz7TP40U1r+OLpP+D61Z9CmdSAT02jzEqjtEX4wMIW/rYzyjKPwKSmAH/qipPI5vDnCyGeGEgxLSBxweJmvv98Ox3xtN7HckjV23cZKJN7ZBARp56i/aEAKUkiIckF013FkyaZE1G8GRSvfbjZsCopPNdEagS9xVbEEy98m5j73BoGxWalNyrrimBUDOAT9fdroWAxYte1oV0J6zl9+XG78qQtlVYLy9sWLVSw/jCUOLvlhvVTNfchdfJoc3rdlHS/8ZX9/O/ql/n4qtl857T51OS0Uh+x0cJy4zxqRh3/ueIYYqkMT+6M8uyuKHd/+FAOnRLm+Glhvv3Qa3zu8Cl053IsDMksXDqJybU+zr5VL7Y4fl4jC5uCkK6QS2oYuJrhFOIbC/XF1JM0CPzu4qX87LEdHPO/j/Ho545hQatNGnZc1UmcoaTGVT62bApzfvAUz+7pZ9mU8PB1Ks2h3PNqYeyTmcSB/XXlZlujacdlt76d0tcYKiXJdhYpIyFkEyTONSaI3H8hrP0nK4VYx4LQVSJKdrlvTrlxo1X0RhKulXJZzvvkKv5+w31482ai5RS4akkcFJPzP/HZVSAIfPnMH/Ld1Z/ihalT2dLSStPQAEcnVD4wpZaLn97DnIDEC0tbCyQOYP2QSpPsJQQcFJI5/l+v8JdjprHYXPFqJXUOX3jebFF5MtQqw+TW6ZqxI3GG+mb8TWa9ev6cmCLtzYc98+Tcqs7ZXReJfA7dgKBQ69GJnZTL4pOKZr8JSwg4kokXKq4THolIJq5fz1JxOaOa1QilViJxhX126qXqlAdnhFTtwqrmsSyhvL64yjV3vMgf1u3hh+9byv8cMbXozD+air5KyN9Mg0GZk+Y1ctK8xsJbc/wSt5y2AIC1plVWzW3g2tMWcMqiZhaKAkEziTMb17qZ93gn9+chAJcdNhkNuOQPG/T+r+bljM+JuTl8TCUoe7n5lLlc9M+XWX/p4fglb+lnyuNxRyoqhRmrgRF6htLrLOBAjK3zKDduJVRLoEyk2HEsc2Wr3Vyc5jWRH+cKE0TuvxxjnSdnRjWEaSQFDdWimvnY5b/VNoT4a+eN+PyyLYmrhryV6/UJ8PFPr0RLqHzlzB/yrd99COZPIyVJdE+q4+xjZnAC8O5N+7lwSy8bj5mOkP8iO6cxwD2v9fKVf+/j/gOa2JzIcM6jO3jh1HnYnmlr4ngqo3+o/TKeXE4nJakMjQmVbfMmF8iOQerNVaapnBefJ1saNjX97/MUj6lB+JKIKGRKxjHnVUbFgK0psy+XpjbPTaNigERAKs7JVMVqKIdAofo1kolTqzqH+oxODI7QtEJ3BLdkb5gaYpMfl+hP8OU/beCzq2aT1TRaRQ8B2UsineWmR3dw0+M7OfvgNl761ik01VZKAHNAtSTOjEqhSpPfWH1A5msrZ5aGPu1Im5XMWVW51zPvKU/WzlzSyjV32zQPsqpJJmuOegE274/x5Qdf46ZzDyjmnPZY8hTLGd+ONawWKlZUu20356I5NNxKxG4ccw9YbI6RgYDl/4CsE2k7WxS79SfgChNE7r8Q76r5GA/33gToqtJ4FD2Mdv2EKI0JoRsteSsZK63qbh9lfOKc163umATUNJ//7Epqa3x89OSb+fHdnyQyqUZXxGbUE+6O8dDkWubds4VnokmW1+nFBguAxw9sIT6kEvB6OFGReLgnwYce28nvjpth73dl/aWbUAkBVj/m2qE4A6GA7icn6iTLUMaSWYlkVidSZjJnJXbGawaSmogi6P1SEQMlrbqMsG3CIbfRWl1s9IA1ujlYEZUDxepYIGLqZGEmfxUhCGSUvEVJmdAqUHWbrZvXbOPmNduGvX7OgS2s+cxRLJrdWNrxwY2z/2hQrnrRbY6Uk+pmkLbxaMU0ipt5TM0Or3itMJ7xsbr56d2cdXAbK5dP118IyHpSv1PrNDtyYmxvpOfVrpjCCqOFn1NHC+O9asOo5pw8K0Ez5maFpRNHyTysx81JkTO2P4ERYaLY4S0AN4n6rzdGQwbNBQpuUY7EOR0fw4aj7FxM1ZNOcOqOIggCl33kKC48fym/v+4eIoMxWjv6Cl9ugiDwuekRzvr3Pq54uYusaZxAPpQqCAJ/nF3PlpjKeWu282y+N6U+OUn/8uvKVzgaScjFiRXNaFMZIn0xaofiuilwnsQlhHxhg0ffx2TW60jcjNcVT4aImCiug8ggSmEsMJ1DkzrnVBRhLoyIygEGfP6C/QgUQ+DtUq2u3onG63ooNjIYIzIYKxQ9uIXZb65c1aojTCQvk83xl43tXJMPU958pu65dmBbDbu+upK/XL5cJ3HGej1DulGqkRvn5oZbSY2zuzHaEZBKN0xjPbcmrm+yfppdgyq1sos0EtNxOG5q0X7k0r9t0j9HhuoqeooKXUNoeDVst03RxmitWszj2D2sFkQGzPPMF3RURZCM/TGHn+22E1NLu1jYkTgDftm+4MQMa6GEtXhiAmUxoci9hWB2zbfDm634wYqR5r5lbNp4jaSAoVrVzcAl7/8t8bjKn/72Edv3Fy9q5dmNe4G8L1lbBPHY2fBSB5cDKxv8HPz4Li6dGqbQiMawe0hk8HsE7p/XyK/7k7zrub084BE42Mhzst48jC/QaBxCuSLZSKgQCRDpi8E0U7P7bIKURyIpiCjeLB2xIBElieLNFhQ6oNDtAXTSZ/aQA1DI4NcyhVw5A+Yq5045XFLokvJI+POqHZRWug74/AUTYeN6NubaKYd11VeSyoa4rWqb8Tynekj6natcM355eAcHJ+SXe3ZLNx/40VMFZUeNJsh9/hiEkK9Its0wSJL1/I325lVuDGsY3ljeDm46FMCbi8Tl9+9vG/Zx6hLdZsVWKTJeL4ROhxBNx+yMvEVLYT2vViw2MAhOuWpbA6M5NpWuBcMOxECg9NxmIoHizb1cj9RhY5aZi5Oq6xRKNW/bTh20G9OsIE/kx7nGBJH7L8Wq+s8UwqtWVCqEsFOvxoPclcubGylpc7XdKkhcteTNShzisRQ7tnfT2THI4GCSmprhDbgfe2IbRxwyhfb6CAmfTHgojlIXRJnVTOg/e1j4cicXb4/yqz39XL+gCYZSpgnqH9Ew8JkamSbJwwUbOnhuZh1BsM/XMX75Kjn9xpOv0jPywoBC2ywj18wXSNPhqUGRMkST+j4oUvkeiQr6+xLF5az5cObzHPHEbcOsfkuI1ah03RWopy3ZX1Tg8sUUvtxwv0Nz2y5DlTPy5KyEzrAfsZr+GuQt45d1Mgd6V4aoTfu3/A3qlid38o3Vm9mdt+fQNLh2aRufnVmH0BOHnvjYJsFXA2seknHTLZcwb1729SBpY21TEZD5+8Z2/n6pC4tTg6zn13368ytY/r3H2NmbKCU/AU0nfDaed2UxmnxGsCdzTjllhkIHkFD1a9fYPzfE3e375dYxz8OqWlqPm7WVmIH9NuHcCVTEBJF7i8NKaiqpdQbGmtiNNNQ6kvZZdrCSuNESOANd+4cKTczrPSBaLDD27evnztWbuOfOj5ADOiNhdjQ1FdpVtTWGmdU1xHK/yG1d+U4FIV8pmTPhguYgj/SneMfqV7j1hNnMbrNYLARV+3CaKWfIn04zv6sD0LskpCS9CrTVN0gq56UjLZJMe0mmvSh5M16D1Jnz44B879X8e3lFzXyupVy21CvO3GXDpMAZBM0oaABoS/bTroRL1rFWPPtt/PKglMyZSZoOrYTU2lWtFsicEV6zq0aNq/xk7fYCibtm2WS+uLAJXyIDcdM8h0zrhuw/fwWUU2LM1aJux7C1x3Cpto0H7Ix0R0t0TSRuTzJD15DKyx1DzGoM6r1o7VQ5c5gvv+0j8ufmL8/vQztzQTEfNadVT+LsYGfPUg3szqVx7IKWfXTMVxvhuXdjI2K9do3PjdtcvbEKR78NMUHk/sthEBSzW345uC2OcCJQr2dYdiQkzk01aiUSV6ki1YwFk2p49MGP09Ud42//fAGPx8OUyWHmzmlk9+4o57z3VgDkploE03YTkkxCkklJErMOmsI7HtnOldv7Co78ThAEgZ/Orefanf0c/c+XSQCyR2BGjY8fHzmVw53yotCVpqRfLmltlaiPFK6HGpK0yEP4PFl2DtYWyBxARClWiZrDqtY2XCmPBOJw4p4QS+1JEpYKV+OvEU7Vn+j9YI0iB3MoNioGqA0kicTiBTJnbrulJNN69eowEjccTu8bFb/6jpaSuQde3s9tz+wmm9Wv0ZMn1/D1GXWQKK9iuoITETNec9Os3mlc65hWGL0xg+rIve2cCIs572mciORjr3Yzrc7P+besA+BPFx7E+YdMsidzNnO48ZS5fPbeLdy5uYszFzbrx6A1O3KlyHr8Rkrm3IQ9rWTOCiNnzlrEUM25qFbRsxaBWDHO18PbBRNE7r8Yq+o/wxOd3wNKyUolUmdHdtxWvjqFZcc6/64aEufRNNfFHuVIXDUEzgyv10NtjY8vf+1ugiGZufNa2La1i0i4GGZ96T/tLD1s2rB1W6L9sC9K26GTWPRCB5es38fP5jUgCoKjMudJZvlGS4gvNwXZ7YFAjcLkh7fpmYLdRZJWkoyMTkxCJl85Q7VKe7wFgqUIGRRPZlhY1ciPS+W8hUpVA3a2IylZIqLGba+HhNnypIw5tD+tQv66NJYr5Pblq2M7I2Ei8TiRwVhBjTMUtnIkzlDjypK4Mli3M8otz+4pPL/35DkQc7h+KqlwdigX9rSqInbkYDQ3Rrc5VdUiKOtkwqwKmUNs5XzFXOYONoZ8bO8phsJf7TJ9Hpzy5Uzb+Pjxs7jyvi2cdduLaF9Y4bys07zc5hVWQ77dNrevuO2hYicGp3GqQU6zvyYN5dKYUzXjGsT3B09VN5e3OSaqVicAjK7ydazCn9WMV6k9GQyvSrUjcUYngWpInD+lFh4GAgGZP956IS1NIWYtbOU3W6/j1xuu5rb7P4k/ILHnlY6S5X3pNJF4nJaeKABCMsM975xLe05j2fMdPDuQJ3AhX/EBJYqPzyMwB4GAV8DvFTi8MW+ga/fFaWoxFeodItKnE59ILM60vh6akoNEsgmiWT/JnEhETulFD1KGiJLE58ni82QJiymSOUlfDpEBQa9WNVesQqnCBqUKnUHKzFYlxutpj7egVpp/XNjm1qVVInG9lZc5R64cMn4ZBAHRhVJXAiNElCcCXzxmOjX5ysiNZy1AGCsSZ7RiKwe78+umdZe5xZfT8rG8EjceuUoxtajQBGXds8xtdWI5MmC8F1c5aVYdPz5/CZPCCu+Y38iXVs0uXdasVpurI6fXw5xmpBqFyw5uA+DlHpvcSDPs5m0eMygX7Vmsj2rgNizp9DAvY85hawwVW3+NFnaErdI5M19rE4rcqDBB5N6CcGOr4QQzQXojLE3GIyfOaiFSDXkzkzYrebPiiMOn87c/f5Bk9yCfPewadm3YSWj5Ah7Y9i3e8cGjidYES+eopvUq0oYQHDqV0GkHcNcXjuVzi5t556b9ZHL2tiZWRFIZJvtEHu+MDa+GNG6ePUPF0GAqgxiNoyT1Lgo+Na17suXStHoHUTwZwmKKsKSieDMksyL9aZn+dD6nzJPWH2QKhQ5+LVPIZbP2WDXDyVPOvJ65R7Cxfpe3xpEAFkKrNibAGZOtSKacxYi5j6r5NROyOY0jv/sIL23r4d97+hlUsxzfGmJJfWBkqpsVlQicGU5Khx05K0fyxisfqRxJNOZtZ2tRDuXUHdPrg8kM+/qT/O69S5DF/C3OnBNn9koLyDC1Xg+dR+MQV/nG0bqH3Ml/ftH93MyE1Pi/qQqi+nqjIQSRQNFOpSlUSqxHOu9qyJwdRkJ0JzBB5N7KMAid9TEeMN90nWCYBI9X5weoTGKrJW/Voibk42fXn8EHzz+EX3/1H7T1R/GndauMaCBANFBsO5WSJaJ1QfCJZNoiDLVFEOa28L5T5zMtKPOgWRFwKH4AIJHh6qm1fPTRHezvjhe/PM1E0LiRmQidktBbYVnR6h2k1TtYeG6QuWRWJJkTiWb8RDP+4dPIm/8WPOry59k451YvuahoOham16VctoTQR9Q4tVqyUAzhz+gh1oSk5/vJ6QxKSh1mJ+LaG86pFVdhx/Rj50moPL0zyuLvP86yfOjnjlWz9GXsChrGgtyNBJVUt2owWjXJCTF15CHccoQurvLRFTM4bFqEh7b02L5fst2GUNHXL5+U39gU5Ii2EHuGVIZUhx+WlSxejG1ZiVG5QpaxOF92sAtZm/M/oajQNVnIXDWqqXkboy0MmUBVmCBy/+U4uuXzVa/jltRVypuzqibD1jcRt7EkbyO1FylH4kZD3uR0puQB8J4zD+SVrd189eJb+e1PHyPTPQDoxzQaCBbm1dkQYdu8yeya2qQPlv9y/drSNi59sZN/dppCXGUS6S+s8fGeej9L793C1Y/uYM2LHWgapV+qZk+nhErSb+lnqsZpyg4yLd3L3FQnc6UuWnw6mVS8+rZTOW/hkUQknX8kBJGo10/U69dJVp60OZ13sxmxse1aNemoyCYEkZRHKpA8s+qnmM5ZUtHJsROJExOq7hHiBFMIWt9wcWxBENj4uaM5e6F+rg5vDtCgOKQZv1EkbiQop9aNZwXhfouBdbVKkIP6I3k9XHfWIr523xbS2ZzNipT+sDGMtE1z+fk75gLwwI7e4eta5+e2D6tBkkZCjkYL87Ey73uPad+NsKsRcm0M2ZO7CbzpMFHs8DaHL512LI4Ybfuv0bb6GjZelU3u3ViMuCFucjqDKonDXiuHmpCPh//+Ye5bs4W1T2zjsr+s54LLj+WoMw5mZrKotPVpAigmGwyfCNPrOfswlaDo5ZT7t9J+wixaK8xREAS+0RLilKDMP4dSXP7oDr50qkM/0oBcaBPV1qvn6PlTKv50miZpoHDc/HVpugJ6/kwyK5JMi0QpkjoDSUSimlIsgBCS+EgPC6OaK1X9uTQtFrsRs6G1UUBj/EiYkeohKgYYkBVq1SS1apJIPIYdBkIBBkJ6SzIAo+RkWE6cGyUOSm7wS8IKHzxkEne92s1z+yvkUFWDasKqZrhJhncDu+pK8//VKHHVLGvMf6QJ+Hb7H1c5YUETMxqD/PCJnVx02GSe3zvAMTPr8IneYcvaYcnMer5x9DT+8FIXnzC/4YbE5cPFyXSWuJql3lxJbi64MBcEvB7hxHLFJFDcl4ZQaR/hSED/rPQMlc59vPDdR8dv7LcoJojcWwDGjTfh0oLEDDcVrm6850ZbreqkxLjJ0/PYKCxulLhKJM5M1twm05tRW+PjvDMO4NzTF/OrOzZy1x+e5bF/bOD3172LeCLNq11x3vGe3/DIM1fS0BhCjMYLHRgIyrxjfiOn/6eTI5/cxaUtIT7fGNCrWctgeUhmeVOAD7WGuEfNog6lkGG4vxMQ6h0i1Ksrfhm/jNyqE1bzvjYFW+n0hkhmi18VyaxeDGFUryY1kWROIolExJsAigUNVjJnkLiIqpMga/cGM8zXlGFc7M+kCx58QCHv0JizKokkfLKp92pctyFJpgsVu+Q0sJ5PM8mzU/NMN/xXumPU+UQ6zF5xo1Hg7EjckOp+TDc3VTdkL6dVzqUbr96q5v6gZripxrTateRtOH763oM48vpH+dydmwH492eOYumU8PB1je1Y8MljZjDjpif4hJOAa1onIXrxqRk8Hv3zmVCzBD6zumTx9l+/h9aANHw/x9owutJ45n22XW6o5MceoP/AbLCxLpnAmwITRO4tgKVTvsL6Pd8e0brV+tA5wWr86nYdJ7gttPCl0ySGrVv+JmNH4EZC1NxCEAQuec/BXPTuAzn/w3/ilIv+yNbdUXyy/vHb/dI+Fi1uLrYA6h7SwxndMf50xgJCP32Or+yIck9vgrvn1BPylsmIyHeCmNsU4hGvwCV3vcpBzUEiNT4+uGJGPpdiaFiSuYgeotxfH6a5V+/64FPTHNG7HeqhSw4RzfhJ5bxEVR/JrFevXvVAMifRn/ERFvU8vjQiCNgmbpS1GrGg0NEhT94i8RhdoVoGfH6a8ue4PRwp/IBJSRK+fGGLQd6TPjnfgzXjylOuuHHn5U5oq+Gb+ZBdTtPwGOTaSsgqEbGRqnAjQTkFphqMV6jVUKqMv+Z2YoanXTnYkLnZTUEe/PRRfH31Zv75Qgd1foktXTHmNgXt17egvilIjSyiOhQddQ2leKF9kBMOmsT8q+4nJHl436GT2RNN0jGY4rQDW/jGOQfy4KZOvnTHi7R98HbWX/dODmk1VYmOtbLlZOfiBtbljfNhmGJDvjhCZYLQvbkwQeTeojAS7N2iHKEbje+cGaNtsTUWeD1InGKzjaRPpiaX5a8/PJtH1mxlxdLJ1Ncq/PHezVx77b0c/v3TaTS7xwdlmF5HMKayqCHASz1xdqhZ7owmuaAhYLNViv1Z85gZkNjqF9kTTXL79j4e2N3PrecvwWdq5aOvVzyXkcEYO1saicR0xSwhyUSyCfx5b7lo1o/Pk6UzGaAzFSj4ywEkcyJJT57EQfEvFLo/GEiI0nDT4Pw1ZYRVE0iFll0GQatNJRjw+ekK1RbGgeI1Ew0EIR4rEDlzSDzpl3VVzmOjavpNx8Sui4MJBzUH8ebJ27NdcZY354lBSHZPzl5PEueEsQrLWjFS01uj8MAO1SpzeSyZEua5nX0AzPrOI3x6xXRuOnNR+XFNY9QoIjkB25Dqazv7OPFnzxVeaqv1cdU9rxafh30cMi3CoTPqOOewKcz94j0s/dI9/Paipbx/Vl35fXHbxcMKt55ylfz7rEplwOav9XNkZ+5rJv4T1ajjhgki9xaCVYkyP7cjdXZkz61CZxcOG2s/uZHAbXFDNXAiZpWWsXs/ommcuXK2ng+XUPngsTPZ1x3j2Etu51cXHcq76nylKzaFWHf5Mn70+E6moPGFp3bbEzkzict7znkFgevyzcOT2RzvenI3v356N5e9Y+4wRS7jlwv7lJIkdjTpCf0DskKXV28DltREFE+aZE7fVsdgEEXSz7kiZWhRijljyfxXi7kPqxOsBM6MiBqnNpUoXI8JSS4poIiKAaJigLZkfyFMa+72YAuzwuITK+fKWSAIAgc1Bnh4zwA3bdrPbc0z7ResJjxa7fqjHdvAeJE5NzBy46xhPANuWztVwL7+YsX3Jcum2s/Divx2e+MqXslru8zy6XU8/OmjWHXzkwRlLxccMol3Lmjk6Bl1KJJX369kGgIyc1pCbLj2JA7++gNc9seNnHbF0dS5ITYjIcVuSZz5uVP+nF3o2Thnonf4627n4ISJ/LgRYYLIvU3gFG50yq+zFg+UU+rcqnOVlLaEJFdcxqnS1rp/VhJXrRLnlpiNFoIg8NVzDuSE6REuvOFRjp5Zx0ULmjhpdj3evDrnnxTmyuNnkdk/xFXP7uXxwRTH1JgIn7/yx1jxejiuNcTlD2zltCOmMMX6C5tiaDUSj9Oi9tMZCbMrUE9TdpCoV7cbSeaK10EyrRdAACiSl4g83CIlbXzF5H+8+3Am1+bwvF2YPhoI0qXUkPDovWF1RS9erI7NQMRyHZjtVZKKxDDrUyuJM/eHtEP+pvfeeY081T7In7f3cdvxJiLnVpVzs5xB1KxKx5Dlr3nZkWA8yFw1BMSqEMPISZxVkQrIrPvScdy2oZ3+wRR3vNzFAbMbyluf5NftiadJZXJIAnr1pk27qePr/Wjff6fjGGb48+F4RfLQmdOoczIUtoaRR9ujtRKcwu7lyF1Qhkb0FJCuoeLr5dS4kaqME6iICSL3FsHSKV9h07ZrCs+Lyd7uUEm9qzb0OhJUYytSXCdNv6XYwY0SZ0fixoqcFcazMai1wsjZWrG4hY3Xn8of7nuFL6/dzq3/6eRP715U7J/YFEIELppZx6+6YxzZFMADZfuymtHuEfjpq900BiT6EhmmOMzX3Ie1JdpfqCBto5/B4Aw6MyGiqo9o3Ec6rSfBSZJ+g/J5snqLLzKFSlbQ234lEakhWeiXaoW5v6qhzElqkdgZ8zBy7HQPujyZy3+LSbksKUkiGgwUrv9oIKCHZVMqA6EATALaPeCxKHEVwqklCmZziIsXNvGt5/awY1BlQM1SK1eRH9oYLG2lZoeQXOwMYMZ/kzeXGwJiNQSu0ELLlig4bSO/7KGNAQ49YyF/2bSfX6/dVrpdc16eBa90x1jQGNQV3J297otK9puIjYmsbd+n555+7KhpzG8KFg2JDdJq7J+TqfN4EKDR5E7mtGLLL2Of7eZuLY5xyrOcIHgjxoSP3FsUI2k9ZcDohGDb0srBYNjJfHgsHlXNz2Z/rWrceBY2GChH4hS7PKBUhrqQj0+snMWTV65gQ/sgt5sNTfNk7r1L23i4P4X42C5u7axABkz4wnN7+fCSVrquPZEDZzfoL5puomI0Tqh3iGm7u6gdiheO0YyuLqb19TCtr0cnaFlvQYWTpBwJ1Us67SmEWAv7SIaIkCxWtWoig+TbeTl4zBnKrhEi9adValOJEjuSWjWptxPL6EpcVA6UGAuD/mMjGgiQMBU/yOkMtUNxkj6ZtCTqXR58Vf6ONXUGEIMyvzxBb//0Yp+p3MaNStYdK6/GGSTOjEo31zdDzt1IYPiXmVXQ0YZUHZSkE2fWsW5XlKde6iy+b6NMG9gzkGJq2Dd8TAN2tilWNS3fzeLVnVFO+cU6AE6dUaf/AAvIel5gY8hdX9KxKjQpZ9jrxrzY/LqNSjkMbuc9np6Fb3FMKHJvA7glc3YqXiWlDsorZmOFcpWoHk1zReDgjSdxZhQqKC3ms37Zy60XLeX0nzzD6Yub8UtFtadG8tKX1klTrR2ZH+cAACAASURBVOjyd1hIJp7JscSo1jOrEEZVmjEnIAJE62B/fVhv3zUYI+GTmZbupcNXU2JFgqkAMJXz0pGuoVUapIYkaUQUMihCpqDOpRELYVqAATnvN1gmrO5PqwzvIwGQ1HuzKqWWEk7Xo5JMoyTTCOUMgd2iOcQJwKq2GmIZB9NZcx5bJeJmhTnpPCgX2679txG2cqqZ1aTW7nUrzGHmahScuEokIPPzcxZzxq//zSnzm7jomOmcOC1iv42Yys1P78bxSimTV2eHqaLAefMbueOVbmbX+QtzKiBg2q83A5zmY+x3U6i02MF6PEZCyvLdUiZQPSaI3FsIi2ddXRJerRZ2ZMhM7qxkyqmAwuk9p2XHGk6J7qPJiSssZ0PSrK2hhq1jo8BVssFYNqOORa01PNgR4/SpeoUmcZXWRS20+ETeH/ZxdqND9aoZ+Rv/LEXkxV1Rzts/RIcicePqzVx33oGUBGbzczLI3EAoQMInI6czJHyy3udUSpBURFDyxC0WJJkuEs1Uzks06y+YBhvFDhEhqZO5/AaNLhCRbAKIQwYHsjYc5pxMKZelLamHrNIeL9jka5qvMyWhImayiOXSAZw8zcyqTT6ktCeRptXIUXTyg3OLSsu6ef+/qaMEVE9c3CbU23nLAWcum8qRC5u5Y/1ezvrps+z7+vHU2nx+e4And/dz67sXlRbHWOfgEv6In9vOX8KPEmmagqbry843zynEaiau45lvZu6Faw5nm0lcQAbRo/81n4fmkHOenHW+EwrcmGGCyE2gLAxyV0mtq+a90c7FcZvjqMCVDZVWGUZ162U2d1INz++Pcfohk/QQBkBA5icrpvOhtdu5eDDF4TW+8oMADKlc3Bxk5bN7uGfPAOu69erSy1bNZqYR4jEjlUEEmrv72d8Ypj8U0PPOPBId6RpmSLqdQ1RTiKrF7SezBqHzlfRqBZ3QGWHWQgcIoMtbQ8oj0UKx6rQczCTOXBBhVLt2KTX45OL5qFWT+KS07iWnSPZh7WpgcrbftLOPwVSWxRH/6JSy0RK4kcCOjOS06iserTBu1ONxkw7KehjSL+tdBqgQ1nMwvm2u8fHxdy5g075BPvTnF/nLRUuLYc58iPea1Zv51DHT+cDBbay1zqHc/MoYDHs8QpHEAS/sGyCT01hqKHRGG6+ArH/enbzzxpMAWcPSdsfXUPKdEJSHHXNbTOTEjRkmcuTexjD3F7V7mGHOuRtp7p0T7MZ2uz1/SsWT00rma+17Wgnl1DgjHDcSWEmDaGdIa9PT08BpB0/igQ379BuX0f8QOPHMxXztsMmseqGTpINZqRWLa3y8eMx0LpxSW3jtHT94koRTU/D8/Ju7+/GndEuPiBpnrtRFU3aQWi1JkzBUYjmieLMo3qyJ0FnGy+fNge4rF8kmaMoWCV/a47WtgE5IcuHRpdQwICsMyIqeHycHSIhS4bWERyIq6qSzUw7zUGg+W+pb2dHSRNInl/ZgLWc7Ypd0b+Ru7R+C7hhXPfgan1rUhDf+FlAW3CpjbvK4yqkwo4WRTwfV92S1hHJv/MBSnm8fZO2eAWgIMdQWIdMWgYYQ6/YMcM7hdiVBFeCmH2n+/YNueIJDb3qSm57ahRawHKOArKtbzSGYUV8cs1wrtbFEuRw6Iy1DzVYuDJrA64IJRe4tCCsJMywYqm0Ibyyf8Nl/MCuFYsuhGiLodt5jbuw7QgIH9iSuLAzbC1MF3ZoX22kK+YYn5cdVPnLhIfxpcxf/6I5zfrMpUS3krNC1+kQ+M6+RjxzYglKrcNFjO5l79QN89YQ5XLpqNh6bdZWEyrTdXUTrgvhTKk31A0UbEKmWiJigX5ELeXNhMUVYpNB71fCTU8ggoZM3o32X4f2W9nhJiEULEWt41GxzE1HjhQKHhCDi1zIl3SKiXr9ueeKFjmwNnakAUcnP4WGJSDxOpN9UIOLkIVeuchIgkWbN1h429ia4beVMSFZx3ZlDn6NV2tzk3znBGnocL7ghcU79Vp3UoNH2+8wrSj7Jy9Hzmjj+pif4+vY+rrngEJL9Ce56cgdPbe1h89Zujl3YbD9GBSNhx/mZlvn5uQdw67q9fPbeLXz23i3cf+nhnHTwpJKimsLfsW7j5QZWhdFQREFXDCO54ntmmO1IJvC6YILIvcWweNbVbHv5qpLX3OSMWZvCu1kfhpM8p1CsW+I2EtImaJojiSuntiV98phbjkAVJK6MIjSYTHPTw9v40AlzyPjl4gfVIHvAJw9q49v/3ssZ08LIHg+iXccCGwRTWUik+f1xM1iXmson736FXzy1iw8vn8p7T5xL3eRIYd4Zv5VUpfH3R0l7vLRLtUQzeX+5tEjSmyFsuoyiWX/BPFjxZJjq7Ss7r5RHAhGiHj33z9rOywil+nJpWtR+Uh6JdqmW/d5Sd7ikJhbmFZZUOpMBtoSaaKvr19uP9ekGyGJCLW8IbEfo8jena59v55uHTkKphsS1hHTrkZgKO8ofi4oYDYkzY6Q329fDSNhKNMeaGMRVvDmdjFz7z5fYuL2XJ1/rJZdXuQ8KK/bzMeZit/8BmZlff4AFzSF+fvYipkb061DtT9LvFWgyLfqR5VP5yPKptA8kOfD7j3Pyz5/Tuz4cP7v02jPCrE7WHuMJcweIxpDeB9r6eTHbqIyUZE8YAY8KE0TubQYnwlNOzSpH8pwwVsStWpWtGmI2UhJXTZ6VLYlz0Ulgw54BAI42KwIWZe6MFTP48aZODn58F1viafafMIsmt5YaeQJwGPDYmQuRfvQM6//+Elfdu4W+37xn2LZ0dVK3JekPBQo5aa3SIIpHv1lFkwrRpML8cG+JcTDo7bu6PCH8nuK+tythUnlzX4CERypYk4BO2Py5NF2mZPSIGi8ZN5JNkPbqnnXmbSqm7bQocZI5iXYlzP76MJk9XpJ+GQWb82O2wLBDUGZ7xyD/iSY5b0YEEi6vz5Cskzio7CHnBnYEzkruKhU+vBkVE3NYzjgHo1Wj7AhXXpW79rSFtAYkZtUHCCsix06LcMXqzVx66CSOmFRbfgy7uQdkagMy2/oSfP6eLdz24cNY80I7q376LADfO20+V66cVbJaW61C1zUn4Pn8vXzg1vU6kbPztqtE2sa6HZb1mAdUPXLgE3VSJ3qL58v4wWed80SLrtcFE0TubYLRhB2Nde0InT+lOoZenTCW5E1JqQia9oaY+VbCSEkcAZkfPr4DgPYuy03fRLC8i9r424cPY+4NTwDwYEzlvdV4o+Vv+CKw+X0HseD3G7n4yNIWRsY+KOgENulP0x/SFbMjereTkGR2BeqJBOrYmG0BYGe8lumBgcIYBqlK5iQSXn1+A14FiYweBjVN2ZdLD1PiDCQ8UsFqxDAVNkhfREiCN1kM6Wqlx6E/4yMlS+yqa0ARvYVKYwUQzefEfAO1S1yPqdy7pYd3TalF9laZYtwdG18LEeu4Y9X5wQnjrcpZyYxTuyi3sC4bV5la7+c75x7IQCLNi9t6+Z/fb+B9S1r52RkL3dmgmOcKxFMZBmMqN557AB/900Y27O5nyQGt/L+zF9PsgXPzLfNK1gvI7Mt7EZ5qft+8/5XIrJvcudEQqZgKDJWGfc1F8z0O3R3sMEHuxhwTRO4tiFkLv8W2l68a85wxJ0JXKZfOvIzbbZgxHuHPNwRV9PR8Im8G/H/3bCaWyvD/3r8Ur5k45MeqmdfMqpl1HBiQOGNSrW4JUE6tccB82cuGiw/huD+/yJfPWkxzS62tYW5SkWjpiRIeitMf0jsodCk11HiTTA8MsDOuqxidqQBhSSWV85aoY4MUw1VG/lxSCBVy6PCUhlQNhc5Q5wDaJZNSkodhc2JUxFrJnM+TZUBQaFfCTPF69LC6QdZ9ontz4ESah9sHOWNauPKyZgyNgsC5bftVafvWMZ1QTe7cG9mrtRpY5vivrb3c9/J+Ll8xgwO+uYaIIrK0rYaOzx9DS8g3fN/L7acpl+2mP29kVtjHmZNq6Dh2Bhfeso7HrlzBV0+c46zy+mW+/rvnATj/iGkAbNnRS+dAimPmNJTOfzTK5Gi7Q5hJWlCGem24ebPT/CYI27hiomr1LYrxNL51qgi1Vrs6VcDajeU0ZjX+bk6PalF1VwYbOFanOsGy/LZrTgRgdkOAO57cyXu/9wi7DXXOMtaDO/q4YHYdQbcGwQ44qDnEKfOb+Miv/80TL+xDjaXQ8seioMwZx9VyXvxaBsWTLum3msp5SWa9dKYChVw5o8tDNOunI11TfK4pDKIwICgFlQ0o+d+8rZQpBJtE7xph9HW1qnGgq4JRTdGLITzegqpoxlB9iD0zWxia1VzM+zEjppLTNNa0D3J8W03F4zmmGGtFzYkYjoQwjEU3AoMkxC2PaudSbhOpDF+5+xWEK+/hglvW8aNHttPVHWNhU4Dfnr2Ihy5eqpM4t/O14JcPbOGqe17FKwgQU7l0YRN1ood1r3Y5k7i8IffPLjiI+qDEnLBPr6h96DVW3PA4m/YNFK9FNxWxlWBXVTwSxFTI5Uq7RNidJ780nMRZn0/kx40aFb/5BUGYKgjCGkEQXhYEYZMgCJ+2vH+lIAiaIAiN+eceQRB+KwjCk4IgLM6/tjK/zOmm9VYLgrByjPdnAg5QUmrh5mv8b37NbvlKcCKLlcibW7iZg5JM46lgwVENoRsLEjcMVhKXUIc/LJBFD//46DK2dMXYun+Iu9bv5dgv383mbT3Dlp1T5+eV/pR+szceVrhRhLpj3HL8TA6o93PMt9bgu/A2Lrn5cX3+qQxiQi05BilZb4UFkBDEkhy1aFL3mFO8WaJJhVSuaEmSzEk66RMThefJnKSTOkT2CyG6vDV0eWtICMNJmS+X1lt95R+gF1aUjE+GJmGIJmGIVu8giidNMiexO1tHVvCQkqVhRs5KQqW1o0/fR79cvIGaSN2L3XHqfSJTgmOgkrnF6xWKBXehMTuMVb6dlRTYjTvC+Q32JejuT/KrMxew6ePLyVy9ipW1Pl764KGcPiVcnpCU226epJ1+YAsBycv9r/Vy87q97BpI0R5TUbPa8H0zxurWw5ViX5yea07kyBoZuoa44dR5ABzwzTVoWr6nqdHKyw5vlOJlNf91SxLtCN4ERgw3P+EzwBWapi0ElgMfFwRhEegkDzgJ2GVa/mTgGeDdwBWm1/cApeWUE3jdYUeOrMSuGsI3UuWvks+bG2+3atW2Ual0Iy1wsCNxlZC/MZx5UBvtX1/FzWcuJK5muWjZVI75+v1c/9cXSA0k9LH8MmctbuGHr/agKiIH37mZT6zfR4/oYdNgii7r9iuQgkB/km8tauIzy/VcuVue2kV6MGm7L+aClkGUgupmIJkWC55yyawXxaMvb/wtWTYnFslcXqFLIpJGJ2tRr79QDAG6KpfOvw8Q8SaKVic240eEJBFvAsWTJoOH9nCEpDkVIJVBjMYLj+IBkUsUkWc7hzjKbPfiBk7k2m6ZlpAzER9vZLXx2Y7bG/xoGrjbjWV5tHoEfn7CbD40v4lpkgev05xGss24SovoYfDGd/GL8w7gMw9vY94v17GoOYhXdfieM6uQFgKpqFmeu/RwAE666Qn7LhCjwVgoc+Yf0BNdGt5QVCRymqa1a5q2Pv//IPAyMDn/9o3AF6CkJZ0XyOUfZj+EjUC/IAgnjcG8J1ABU5Z8t/D/WOWYORG6asmcdXknIll4f5ShUjuYx6k09qirVKuB+cs6ruL1CHxqxQyy15/CN1bN4qmPL+fRFzs48Mv3cs9j26FniE+dtoCBTI62W9azsTvOzlSGY9duJ5nTuHZn1HlbZoJhvoHHVG48fDK7P3c0p8xvZPk1D/LiC/sgoSJG44R6h4j0xQgPxZm3p50lnbtZFtvBSbnNHCNuZ3pgAEXKFzjk/eUUr17lqgiZkoeuxol6GDZP5qIZf0HdKxREMDzMauTFmWHtHGFGDbqJsUiOtMdbzPW0C3s7VLPuSGSY5aabhh2cyFwoHzKbXqc/gmWI33i14BoLAucmyb3aG35Ahun17pq5m2HX+7Oa7dttw0WRhSeZ5pLjZ3P5kdNQsxqrX+3h1N9vZPX6fc7bcjhuh03Wc0Ef2tLDfc/v1f3Z8t0eNE3jzk2dRM32NyNRuMaKgBkKW7k5VHsOJuAaVSXVCIIwAzgEeEYQhDOAvZqmbbQsdh9wHHAncIPlvW8CXx3RTCdQNcopaaMd1wo3nRTslqk0v7Eibk5jVxp/VCSunBpnzQWq8Ivbk2+aPjcgsfr8Jdx8ylw++pcX+cG/XkaRvKz51JFcd9IcPr5sCnd+aSWnzq5H8QqcN6V2+M3fuGk7/QWIqUxJZ7n7vUv42CGTWHXj49zw1xfRugcL6lVrRx+tHX1EBmM0DQ1QqyZJeaRCrlxESZJMly8i0FUy/TgZZM6MNGKJMmfOjTPDUPKs65qLK6xIWDs9QGmo2+ac7BxIMn28yJThmt9YRvEb636qoynCsIObsKebG7nhWzYpUgxzV4tmh1BkOSXOStaCst4c3o7E2eVR5nH9eQcyvynI2QubmFPv53cb28vP1YGgfuud87jxjAUcWFt6HT/bPsiZd73K2t2WH2pvJJmrRsk0tjmRHzcmEDTNXYsfQRBCwCPAt4B7gTXAyZqm9QuCsAM4TNO0bod1VwJXapp2miAIj6CTuS8C39c0ba3N8tqaNWuq35u3OIaGhgiFQpUXzCMT3zOi7Rg5Z7kKBrOaYP++JggILq6rSstUyn0zEMsGCXrHwJtr2PZz5RcoN3/r3M3P3exXyfI288hpqFmNLX0JgpKX6Q1+BE/+d5nogWSaHjHCQMc+ZhpfsOYxnc6t1/K6RwCPgJrV2NqXIOyXmNwQKLyOIJCWRFRJJCcIpD1esoKHuCaT0QSymj4nyZPFK2h40BAo3f8sHrKavl0PIJiW86CRQyCLBy85PJZ1cwhoCOQQCu8Z42sIJWPoY4I8BImQgEyWGjWJkkjZny+b117dP0SrIlIre/VQpBtYj6ndel6heE5yWvmxjfHcbt8lhsJNhPq7SrcxErg0prZdznhN9OrXMRTPQyZX+lnweCpvyyOAmrE/n9Z1HcYa8tUTSvUWt2ld3m5cj8BgXGV3b4LpEYWd0SSLnELyHhs9xTq2sd/558lMjj0DKWZFFDzWebv83nSEy/M35G8oHhco7kcuV5yDeT/s5jV1wSgm+uZEtfdpJxx//PFomubqZLgicoIgSMBq4D5N024QBOFA4CHASCaZAuwDlmma1mGz/kqKRO5k4HPouXeORM4twXw7Ye3ataxcudL18t3Pfbaq8e3UKWtCuB2SVfrI2ebpuVDezOqYWUl5tv8IloWfqWoObuCkxrkKn5rVOCfTWetzOxPQConX8XSW8/72Eh7Rw43vms+cBc1682/gYeF4PvaRj/N/B7VxUmv+i6WcolPBkqIXOOz3G/juOQdw3knzwSeS8ctE64IkfTL768O0hyPsCtSzOr4Axasfg2hSIaIkUbxZfJ6sbiJMsX1XNOunP1MMV4bFFBFvovDcUNrMIdOkVlpckcyJRMTEsGWM3q7GtmpIMmMtrD6ylem+KAem9nLSCy/SuL1r+D4n1GGh7oO++yg/PHwyK8zH0w3GMu9trLo6WLD2HZez8r6flG5jJKg2x8ysIlk7CRiwM2o23rdTsw2lzJx/5sa/zGbua+e+h5Vbbnfs5FCybUOl88vkchqRD97OjLDC4qYgfzrvAOft5cfpT6QhIBP2S4Vxh1IZApK3oMpXxGgVNpeq3tolF7LyhT/oT5pDxWNR7jvLOrcfPDWKib45Ue192gmCILgmcm6qVgXgV8DLmqbdAKBp2ouapjVrmjZD07QZ6IUMS+1InBWapt0P1AEHuZngBEaOxsNvBEaXY+aKYLmogK2U/1YtlHwFpZJQ8eRyI68orRLjRuLs3nOq2DO9Hsjk+Oup8zisIcDynz/HF/+wAa17kO6ZTXh8Ip9aNoXzn9nNDa/kxfJR3KDrgTtOX8DH/riR9S93FipZG/f1EemP4VPTDMi6fcgRNXuZ7u/XHzUDhSrWVM6LQinZUjxpfJ6s7TbNhM0In5a8lhOHhWOhWMUq5f3pakgWtutFIyymqCHJtGgPu9qaGGqLlHrJ+cSiW72BmEoqnaXB56VqjMDbr6qxRgpzpbNXcFeYUQ5j6Slnl3JgLj6Jq3rVZ9fQ8OKGLtPrBtzkcTmh3H5ZKpuN7gcej8AznzyS606czY9Pm+9q/ff9cSORK+7mt49uL7y9+HuPMf97j7nPDxxtNehIiOB+m+MN1eU1TmDEcJMjdzTwfmCVIAgb8o9TR7ndb6GreBN4A+BEnpzUt2pIYKXChUpzeCNhJod2xLBqEjcaWE02y9giKKKHq4+Ywpb3H8w/NnVy31O7iPTFyIhePvbuA1h30VL+d0sPG/oStuuXheVL+NDWGn5+8hze+f1H2bypvbC/SkK3nJkW7eHw/duYm+pkGlGmEaVVGmR6zQDJtEhYTCHl1biOdM2wVl6QJ2cmFc6wDtHfy3dk8KTzj0whx87or2qMYahzRrGEURwhoOl5fNkE/nQan5pmf2NY7ytrNgf2icNyoDoTaVrMN8rR5quNV77dGw23NiZ2apyxvt2PHLPSZiYOlbZnLZZweriFNT/OTDp7hiAah929LGwJceq8Ruoqkav8ut8/fQEHTarhotte4N2/WQ/AV0+cw9auGC9u63VvvfJ62XuYixcqecpNYNxQ0c5c07THKa0+tVtmRoX31wJrTc/vrDTmBMYOZoJmkCe719yg0rLlQrF26zopacOS0POvjUZ5swvNjtjg1wwn8lZJjbODnaO8S9QpIt87ehqX3fkyr62ag6dJ95+aefAkJv/jJYYyFXL+ys3HuMkl0rx7XiPt6RwfunU9j119Il70NlezEnupnRRnIG+2WxtIsitQT403SdTjZ364l6ne0mbx/Rkf/ehh1WTWW6hutcLJusRM8lI5Lx3pmvzrGRQyRLI6eU15JFrUfjrlMCoSTcJQyThyOlPov2ogWhek0XgSV1EzOYbSOepGosjB2BUqGGM4FbG8EXMyUE1HBDPKLWMOqzqZBI+mVVclGLlfdn1g7eZi/cxYCaoVpn2aH5TZ8NFlPPBaD5mcBjGVDy+bwqV/+Q9LfvwM2hdWVDf38YSd/YiZPJqPw9skrPpGYaJF11scjYffWJIrN1IC5xZKMm1L5qzbKpd/lhklYRu2bZuxRk3gquzUMCJU07MwjzNm1fPlp3azfsNePCfkIK7ywNM7eTWaZGmd32aQKuZiInOXLWriz//p5LO3PMcN/7MEsbkWUhka9/Wh1KeJ1gQhHiMSjxENBGlT9N6rCfRrY9CroHgyRMREwYLEQKE3qyU3zq5jg1nR83my9KdlwlLxuFl7svpyabyItKUHiIoBnmmbhT+X5rQN6wn1lpI76oJ0T6orkDkhJKNpWuVfoNW01BpNmNSOkLxeJsXVoBKZc0Pi3PygMY2jaRqPb+/jjn/v5eWuOD2JNG0hmZl1fpZMCxOSRV7tinHQpBpOmNvAvoEUiXQWRfSycGb98O3bkTg3c7KranXR0uqk2Q22r2/qjrG4XFWzFX5pfOw+qu3YMYFxxQSRe5tivG09yr5vITlWsmR+nrFR5iqNO1rlzmleBYyExNmpcW4LG0rGrnzeTpkWYfW6vRx/TIZv/nEDv3i+nduPn0nAroXXCNUYTzLD389YwPl3v8q5P32Gv3xuBWJIgVQGJaHS3NtfWNZfn8afVtlV01Bsq6WJtHoHkcgw6FXoyNWUKHLmEKoTDAJoDq8iUdLb1YAvly5s20uOiBonKgZoS/ZTm0rQuK9PP6+mc9doPs+RAFL3ED6vh3gmR1ByUOWsalk5YuX0XrXnxFBBjL+jKcB4PWHM14nouSRv+wdTPLS1h209cXYOquzqS7Bp3wC1PpH3LZ3EqQe20uAR6BhKsbUnwdM7oyQ16BxM8a2HXsMnephU68Mvedk3kOSDh0/hsiOnoYgelFqltIrT/Jmt1MjejICNKudSrRQE+P5pC7hy9WYOuGU9d52zmFNn11dcrwDjOFdD6MoVhkz4wL3pMEHkJvC6ohKJs8J4fySEbqQYcxVuJI7sI/0VG1O5ZFaEFXe9SvPefu56pZunTp/HpJH4cDnNKX/zqQdWn7WQM/75Mpf85Gl+eflyncwBrR16CLWjtY6EJOFLp/XODILuCRchybR0r96pwQsd1BCW1BKFLpXzkvSIhVZe5WCEWCNioqRSNWHynEt4JPy5NFJORMplaVH7mdvZwfS9XXpOkwFrKC8gQ0OIZDSBAGSsBfXj0Qd1pGO+nq3DzNu0g1V5Mpazy4urMlSaUUTu2dzFLc/tZc1rPaya18S8liCHzG7gzPoAc1tDzK2RERwskgxiNdQbR1LT+ESdmO/tT3LN/Vs55kdPk83mSGU1rrv+ZJ67bzMXHTuTiKYhm38QlSNzhhoVlEtVvGo+20EZAbhi5Uw+e+gkvNc8zBce2V4gci/3xElnNZa46TYyEkJnXn60OXeNQfsQ6wRGjQki9zbCWKhwSUUa8TjVkrjRYKSqXNUkbqT7MBI1ziUWRvw8cdp8toZ8PHHaPDxON7MxgKxm+etpC3j3vzZzynVr+eeVxxKE0gpQoK03yq5IA23JfqJygKgYoCk5CIBfqWFQUkpCp6mcl7CYAopFDHZKm/U1RdCrVP1aBinf2qswh/QAETWOkM+E82fS+FM2hS0NIT1h3YyEyh9e6OS41hBhuYocOTeEzE69q6TWWYmO+bkbNfD1rky1krgRVjG+Gk/zq2d289v1+5jVGORDx83itx8/khqTXcf6XVE2bevhFY8Hr0fAm87g9UtIHg/zWkK0tdUWKpJDilriTTc5rPDzi5YWbDS6YiqrvR4uv+sVvnDXKwD887JlnDHHFPqspCZW6t9a7liY3vd4BPZcvoxBtZhHevXjpRsRPAAAIABJREFUO7njlW4Obw6yuNbHRYdNZuW0SLlDWF5hKxeKdUPAEml7wmfeR780YQQ8xpggcm8DNB5+I0OPfcLVspWKD8YqJFstiTNy59xiTNtquWnhZEYlBc6NQldN2MZmvflhhXbJM/YkzuamE8zmuOfdi7jkwde46IdP8pcrji28F+mP0R8KFDp6NA0NMDfWwaPTS+0YakiCoOStRfTqVmshA9iTOSiGWZMekZr8Lvs1fdmEIBb+l3JZyOXwp1XSPp3kJf0yIb9cPKc+USdzlnO8dkcfZ1a6STrBIFWhKgmX3TgheTgBMK4VNzfbakicdRvWG7KB0agsLq5zLSBx3cPbuPHRHVx85DQe/tJKFs5uLHr9xVUGe+N8++HX+M1zezliWpisIJDVNLLpHJmcRhrY1D7Azy84mHOOnuG8MePzGZRpAmbWKfR+6ViO+uU6tvYmOPOnz5L94RkFI95kf4J7NncRlL34JS8rZlnCnpX2rxyZMyuWMZXJlvZw3z52Bp0xlRe7Yjy3P0ZDja8ykbNiLKtbncZyW/QygRFhgshNAKhMfKzv21WVjmZ8N6iWzNmtXzXGmsTZwckvzg5uwiMjJYGjgDeV4SerZjH7F+t4fmcfhyxoAfTz3tITpbNBv7lEYnHCQ3EimThpj1cnVnnUkCRJSC+C8CYKHnMA/Wn9vBthVqsZsAGnPqstaj/+TOkxS4hSYY4F25FUpvScG35lcZXGgESfUwP0chhJnlyl8UI25zimVh7PLYkr12vUyTKkGjJn3NjtrlObdlhX3f0Kd2/uYsNVK5kUyausu3sLY23vS3Dy7zdwxLQI//7MUUwK5+uP8yHUta92c8+mTvb0Jfj3rijnHO1ynkEZPB7q/BJ3XXgwZ93xHybXyDywcR/BGgU1m6MvnubcW58vrPKBg1r52LIpHDElbD+e0+e9nLLn8HmeU+fnkQsO4u+vdnP2P15myNI94dn2QW54ejfHTqrhjEXNTHHTJ3i8CiRggsyNEyaI3NsEY22YqyRU12TOWHa8yVy5fLqqSVy1oVS3BG4kRO/1glO+kvV9Byiih88dOZUb79rMb6fXgV9GTKgofhl/Si2GMlMqLbEBOoO1kIF2qbY4hpApdIQokDIPJLNiSTWqAYPEmUOxaUTSQvGrzfCPM0hjThBISDL+TJr2+gjTdue7OhjFDg6VikdPC/PrZ/bwxbJHoQIMEjbaPDa79cciN67SjdZNRwSDBNiRFnO+lZsfGzGV7ckMv3hmN5u/cCwNEf+w7gE/e24PX314G1efPJdPHDO9dP24SsYncvxNT9AYkvndRUs5aWFzfg4yG3ZGWTS5FlnN2H82A7Je7NAUYlZTiHXXnsSP79zEdx7aRjqXQwb+sz9GWPFy5uIWGgIyNz62g99u7ODv5x/IWQub7cPgbslchWOUzWn/n73zjo+qSv//+0ymppEGBAi9SBEEQVBUwI7o2guLbV1X1/ZTdHdtrKtYvlvcXcu6rroq1rWuvVfUVVFRAamC9BKSAAlpk5nJnN8f905yM8ydTJJJGXner1demTn3nHOfe+aWz33OOc/hsvfW8MBiIxb/3UcMbrL9qw3lPLt6B8+u3sFlH69n2S/3Z2Qis17bU8wJSUeEnNBq7JbMipWnWREXEU6exE9Jqzi0CrV2G3vXWhHXHuKtuRutnUfF+mCIfE/0QZMAI7I8vL/BspB3XaghrMdQj/Gw8XvcDUIq4hWLxHvzOULUqsbF7r2EQEGOu66hW9WrQoa4i+p2jXStNoQrMW9v2drfYI4vGCCyKm+t00Wdy2V0rZbXGL9vWdTYOIuYO6BPNlftqKFDSWRpr9YuuxZNomukRrA7b6znpp0wbMEA+upAPVkeJ3laU7u1give/IGNO2v4YVctuwP1FGZ6+OSyAxnRM/b6ls66ED/cfATnPPotv3jiO3J9LjLTXZwxeQDXPPUdNxw/nNtPG92Q/7tN5YzJ9ZEWaQ9Lu7gDIWZP34fZUwZGjANgZWk1f/7fBh5buJlfjuvFc8tKOPmZ73n8lJGcs1+vPY1qTswleP29vHoHDywu5srxvblj2kBcaU1npl9+YF8u36+QGqeD51aWMaQtIYjaQqyYekLSECG3l+A8+kFC716UnLpihAeJ1fWasAfO6v1qoaDz+9zgbz5fzH3FItK9Fk2iIUUS2ZYIrQ3H0NJ643kArA+UBG/AYa0bx+VZ2izSxer1G6soROLLuQL1e8xK9ekQQVOMZWtj7FxkzFxEpDWKOSceR32DmNseyAS3sd06eaLcmW54BKPs9QSDjbY2swZu7ywPm6sCfLB1N0f0ziZhWuKBS3RyRDKX/IKWP2CbG9MFbRscDxRX1jFvWQnv/lDGup21VO2q5T8rSvlhRw03TBlAUbYHnzONAebC8bqqjjqPE2+M0DBDM918cdkkNlf4qaqrZ9vuOv78yTrOnljEIx+v48n/radeawIhTWl1gLMO6scTF01Epcfoioz22FYHGN49g3lHD2HjgUX8acFmMpwOqgP1nPvici56dSVVc6aRFunWTGTMXIIcNziP7ZdNoke838/nIh34xeiee2yqDdZTUVdPYaxzpy1euXhC/Tdvtq5OwRYRckKzWLssY8V8i9WVGU/EtWipqxiCzho0OG73bmuWy2rpmLhYtETEJXssWwuFV7PEqieOF2VkQTpfbSpn1bZK9umV1ZDurA0QGYKdXVXTEDC4PD2jIZabNc4cNHrSsrUff5oTr7luahBng7fNSqNnztVk8cHdyosrzUmOs4bsukbR6AsF8QWDsc9V69ik7saC4C4z7ci311B//riWTSRJVKBluI0wDRt2NZ83WWFGEj1XEh0U39JzOoaYu/mjtcyd37je6Hn79mD0vG8prwvxwpljODIqjprWmpOeXsIbq3fQJ8vDfaeO4riRPZrYozLc9DXH143omcnhvY3zMzh9KJt31+FyKNxpDhyZbqY/vJDz/v01V192CLjM3zkyXjIO/bK93Hf0EKYPzOUXb64CpfCmOTjq8e949rxxdM9MYIxaC/A6HXidLb/WP9iwix7pbv67qpS5n2/ixrGFTM9LZ/KEPk0zxhJzdmmxiPy2LfQ0Ci0jkbVWhZ8QztqA7Z9dPmtaInV2BJF9xXwIRw9Yby21geTGhutorF1liT6sE+gCqQnW89DiYsr9e7bxoD7dmHPEYK560lgnMnrh+cj5UZ6ezsacfIKONLpX7WbY5m2AIbp2Ky9+nPQMVJATMroyIyIuMvvUSkTARWhYzkuF8KoQ5dpLJV7KnenUutyETQGWXVdLTmV148uA3W9qWRrqfNOrMfHVVdSHowPKtQDrYvVWqgNQVh27TKJ1JEpbFjOPF06jNUQJgyKPk3P2K2TJpZMAqArU89LJI9l1xUEcWZi5R0iPspogb6zeQfGlk3joxOGc8+wS9pDCNmuButIcDMz1UdTNS49MNwUZbj6afTB9Mt0cc8kLrNq6m79+vI5lWyrQOrHf/ISh+az81QQuHVvItuoAH63bxf5/+x8fL9yccB3tyfTnlzFm3rcUpLs5fnAety4q5uAP1xKsqtszs1WkxRJszQl861qsQrsgHjmhgWSJsBYH8bXrzoRmu1qNfek980dI9Jis4SeaI94Dvz1J5I02GZ44u7UhzfSlZTVc+M5qPtuym3kzhu2x/ZLJ/fjrx+v488vLuOr0MbgzmnohcnYZQqXO4aLO7aI75vJdFm9c33rjMewJ79m14yLU4JGzhiOpC6fhcTRdq9VryVvncFHqzSIn1iJbOen2v1/Em5Dh5txRPZj3/Xa+2VFD9pOLqTxnv7aHeIkl5toTu3PEoZp9KK/aUcM763dRGwqzYkcNP5b72a93NpN7ZHBQ72zyfU6u+nAt76zdxdju6fxz6kD6Z7fQC1Ud4FeT+/Er83Pwt4fgdChDEPhDMW286u3V1Ic1Dy0p5trDBzGyMItnPt/AJbHGpyXQvlkZbv540kjmnjGGt7w+FpVUcdzfPkUD04cVML4om427/Czeupuq2iDXHTqAYyIeaLN9e2S4uW3KQG6Z0IfaUJjM+79m2jPfs29BOl9fPBFvc5OLkkFtkFW7aqneXcf+/XMa2m71hRMIa82gHB+X79+bcE2AjZV1uOw8htFt7nPZny+xumOtnjkh6YiQ24twHv0gvPKL5FRWF2p2HFvCwjAR71m8PC4NwTZ2ibZVxHVVkjm42BQ0+2d7OGdUD6YMib1MkKeung/P3Z9L3/6BxZs/5cG/n0RJQTfcwRBF67YD0LO8wpi1avJDUS9K07IaRFcvv7HEV7k73egapTEmXITIDNdyfE1CkJSHfIbAc0B52AwmbM6ELXemk6UUtW4vQUca2/JyqPW4oU93RrEOtpY3ruYAxmdLGx5a1I1DemXxv22V1ITC1ITCZNot19WVsDsPmhFu5f4Qq3fVsrI6wDtrdvLemh2cPDSfbI+TITk+Zg7vzrJtlfx3RSlXfbCWqlA9NUEjwO4xPdI57IWlPD1jGJMKs+LuZw87LA98Z/QkDGtXrHlORrxcz68q48mVpQQ1HNQjavJDS0SEmdcNdMtx8q/zxqNLK1m5oZy3Vu/gyx930q97Br+cWERYw9kvLOXDX+zP6OgJFxluHEBGbZBz9ingiVVlbKkKcPC/F/LU6fsyvHtG87PF28i4Z76nNhRG/78DG9IGRMKzmDjS3Qxoy+ovbRwPKbQNEXJ7G7EEUSITC2KVi05rwYzTdifZXbydMTM1mugbfaJvw0m2wZnh5vHj9ombZ5jPyblD83l7UwWZ28op75bBhp4FeOsajyE74CfoSMMXDFKamd0g1rrXVzbk2eZqTI8QxNnE0+YPO6kIuhvWac1x1jZOikgLUV7vo7zeB2lGrLqgikx+qKDO5WJ7Tje2Z2TTraqGovKoWakF5oPZFHdpwNMnjaDvv74CMEScdaxaZ69faiVR8WYKoZpQmD9/u5UfdtTwQ2k1P+yopTpUz7AcL0Pz0pncJ5t7pw0kx9v0Op/eK4vfYEx0WVxWw/qSarrVhzm8Zya3Ly/hmk828PpJI8iyWxHD54Iee3aX2o7Dik6vDvDUafty8QF9WFJcxeiemRxakG4szxVLHNldI9Frv0bKhjWUVaFKqxmR7mLEfoUN7UaGG9Ld/FDu594lxTxw0khbQfb40UP48xGDKcxwcdCTixlx7wKmD8zllH17MiTdxYG9s/Al86WgNkh9WDNzaB7nDu/eNUSUrOjQLnShJ6/QaUR3X7Z2fFlrRWKyaE682cWJSjRvS+pNhGS9gVsfOsmO/2TnLYj1dh2VJ7rL0RcMsrFX94bvvSqMMCW1rsYQJJExcbVOF3UOV5PVGcAQcREiYq7QVUmO09mwukMsKkJGl5E3LYQmxGpHd7A4JeocLjb0LKAox/AYNvlNfW6j69X8XAT0znQzoXuMeFxtWSc1WbRQwL34407u+PBHzv7NcZSU+5nUPYNz9ilgmM9FrwyXIYiigwBbf2vznHMoxbjuGYxLdzWI2wPz05m7vJQ7F23jDxOLYttkiqEGYq3HaRV7sOesyOoAhxZkcGj/3Nav52kX4y5UDyVVcReSP3Z8EbMeWGBft5k/0tH73gnDqQnVc//3JSxYv4tHSqv5scLPpaN7MrZPNhlhzbi+ORSkt0x8aa15eVkJN32xkZw0B540xfvbq5lWkAFFMdqkK4g7oc2IkNvbOONJeO7s2NsS6C5tMcmadBBNZPxdbQDSdOfEeOsK3awdFZfJ+vCOeCzidJUE6sM8tKSYk0cZMwe9dQE8ASMgcHlWUwHkCwZxhevJCdU0eOlqnS5jckIMARfBZZnF6lUh/GY3ayw8jnr8YSflDi9QRY7yU5qWhc8dbBiHV+dysXlgTwqLd+GMxJUD4/+OqiZhJz6ccziH3PYBu9Ic5EbPIO0sMddMCIrofHWeNE595Bs27qpl7sH9yS3I4PLDBzX+1tFiKMaKC01eIKKpCpCf46XQ5+Sa/XvHtz2Rayk9xktFtKBLdKJIPKzHXRuEgWF7YWjaMjLXy8YdNXy1sZyJ+elNZ4/HeBnK6uYlC7hp2sCG/azYWcv9S7fzyJLtVNWFWPjmapZdMJ6+LRhj+NW2Sk558wf+PaE3VdVBXtleRa7Lwc/6xVhloiMRwdiuiJDbm6kN7DGrMCHhFXnAtWG5rDbXnUjXaXsJra4g4Oxor65VO+9hDDFXH9Zc9M5quqW7uPy8CeBx4vUbIi7Cxlxj0XFXuJ6cmmpyaqrxBQPsNtc/rXO4moyHiw43koUfnzaCB0fEXBZ+oytVexu8ddZYchVBd8PkiEh37TZXduNM2CygCEryupFTWc2gH7Y0rvZgpSbAPi7Fifv14i8rSvnjOMuA+mSFBGmOaHHQQhFHhpt3l21nR02QheeOw53mYL5quj3m/mLZEac79OEfdnDW4Dy8TpsACbFmNNqdw+t3Ns3f2uXBIl5Aq3evNd5xSxesG3j83P05cd63/GJkd26fMsDwSMdbJcXahetzMaKPi7v7GONGi8uq6fXIt+wOhIDEhVyBz0W2O41rlmwnO00xLMPNq0cNITcvPXaB5tpNBFhKIEJub8XqbbBi9XRFEy2uIkKwJTNDm7Mnuu6W0pVFlpVkdasm8gBMhETWcI3eb+RBGtXltLC4kseWlnBIv25UbC4nb2gP/F5XE09cdl0t2zOyqcVF0JFGdl0ttS53w0oPtQ4XOfW1lKclFom+YRkuQnust+p1BM0/Iz1IGqXaR3nI1xCMOEf5qXU5qe3mop9rJ7UuF9m9a8jZVY3T6qW2nF83HT6IUXd8ym0H9iUt0ibJ9sQ1N1O5tUtqAc8s2sas0YW4s80+ZodKLNAvJDR7ev62Sp5bX86SWaPj501ETFjzRHuGY+WJV1cPIy4g1TtbL+Kstpi/0SlF2Uy5ZCKn/Gcxhz29hKMG5JKloGe6i3Sng6L8DEZ3TzdWX2hmDdWfv/cjAHd+vYVxPTPx1wYZkO1hv6JucVdnGJzro+LXByQvnmSyJijUBuGeL9pejxATEXJCU1o6SaA9Zoba5Y+1Bmas7a3BWjaBwJ9toitOwU+iJ29S72y2XjqJk15azv2frueaMUVs7NWdJT37khOoaVjz1ErEE1fuTMcXDuILB6m1jJHzUdWkmzWIk0gUkYhnLkIW/oYJEU2W6zKdQg4zXI11RYni+iz6phkhT1Zn9qSn25g1299TZnS11oXMF4vGLta+OT7G9cnmT99uZc7Upks2JUSiAVJjLa3WRrTWvL2qjL9EulIBHFFes3j7sXoEo8doAu9sq+Scj9dzw/jePLmyjCvH9tpz9mk8IuIhukvfjpacv9UBI+ByMl+mzPYoAN4/czTPryxj2Y4atgdCfGbOcF5fFaDcH2LpL8fvMWEkmt9P7svPSvLYURtiaXElnrDmk62VfP3JBobmern7iMGMtVmSTLxoex8i5PZGzngSHjujaVo84ZJu46VrqbBq7fR2u6WTGurVrRdescq1dfJCZ6wn2NELXNscY3FZNae/u4YFWys5oDCTM44Yysa+3Ru6UtenF9AzUNGQ3xdqtNvqjYuIOaBhtYdGURdqOnauBfogsj5rNF5HkE31ufhMr912dzfq8oy8AZeTHr4KY83Y/EygcT3Wp2btx9R/fUm3bC+XDzOOMamTWGJ9TkZ9wM6aIL0jYUEii8O3te7qAG9u2c0Fr6zgrKH5XPW/DQBcOqYwMSEXa1KF9dxOhofJzgvXEq9jtKfKkted5uAsc2xodL2Xvr6S895cxSunjIpr5hEje3LEAWa5ksbzLZSfzqOfbeCo577ngWOGcsqwgrj12JJoEN+W1NfR9yChARFyQvNEe6sS2d4agdRc3cmkozxuLe2Saq6+Ls5X26tYUlJNzYOnoPrmsWpIH+rcLqPr1BRqdQ4XtQ5jVmpPKpqIOV/YmHzgCwWpdboaJiJsdzcdrN0wrs2iDWJNiIiMrSuvb4w1V68dxpqsGJMgrEGFN5JDd1WFT4dY4uwNZqi87KoaGvwfFo9tUY6PD84Zx9RHvsFTG+DC1j5Y2wO7h3WGG7TGoYzxjM4syxgsu+s3+tq0bre8wGwLay54ZQXPnr4vf/zA6B58/ajB+OzGyLWEtoq4RK6j9rjWTI/dtso61pXV0DcrwTFv0S+G3TNxAr+aMpAx3bzMfHUlt32+kX7ZXv5++EAG5TQzDKElnrrWePVaOjxDSBoi5PZWmvOmNVeutdsTKRtPDLaFzhg/19YHQ3PlW3PTtN6kmyvfwoffz3pkMKSbl4++3MDRTgejagNU5WXi97rYnZnOO8NGN3jcevkrcIXr2e02ls/KCdU0iDgw4swBBB1peJzBJuuw1ipng5iLCLiG1R6i4s75tZOKkIfygAdvWoiQVpQHjIdpjruuiZDzh11sIhevI4g/7GKJszeeHHPJL3+QzG3lexz+AHca758xmsOeWUKuQ3Far2aC3yZCLNESPcC/OeLNKnY7cSiFM8sbc3vc+0LkOopxbtz44Vp+MbYXU7pnENy/N+eN6M5xLRG30SFAkh1KJ57XvC3Xqt1MX58LrTUPfb6BGz5Zz6/H9uIPk/vtWdaOyJJtVQFgO/TMhIIMJu7Xi1U9MvhiayVXfbiWJ5aVcNPB/ZvsF2g4B6oC9fhrgi0OZ9IqpGu3wxEht7djFU/JFDrW+hLxxEVH0093J9emVJkE0RJa+5BrTbkEx3MppThpUC4vfrWZow8eCHUhvOaauF5/kElZa1nSs+8eS2+VpmU1Wc3BulwX0ETEgTlOzjIurlxbBIlqXJvVRYgsBX6nC399Gv56J/XaQXmNB6+rHtyNa0tGPHYVQTf+eifetBDetHo+dQ5hYp6LnD419Aeji9XnNkKSmG0zFHjt1FEc/dz3DD95JPs2MwYqbnvGExktFXM2pDkU9W1Z89PG9vkbynl1pjG54Yi+bQh50daJO7Fmw8ZbWzbeuW23pm506JPoLlszRM91n23g/U27+eCkEYzpm9OwrTrbyw63ix1rSthUXEVpdRBPfZh8B3T3udg3Px1vlgeqAnzxQxlZaYoNWyt5YXsl/yupYWt1gNpQmDE9MvjVmELbtqioC5FztzHRoDDDxZoLDyAjesJEe3n9I20kEx3aFRFyeyuXvAz/Oqnxe7IEXUSEWf8nUsZaNtH8EcI6dtmOFm+JDl5PlGQN7m4LdgGB43g2fr1vT8Y8s4TzFm7ioEMH4yyvIWQG1O2xs4Kc3PyGsCO+YBBfejrlzsbwCNtcRgiGIE785qSFyKzUyMQGa2gR67g3ryOIXxtx5SLlI/m8afX4680yQUtoE1PA1YXTmuQrrszA66pnfTCbihwP5QPTGdp9uxEupbqG/ltKDQ+dOXZ03IAAd1bWcfIbP7D4xOGkx+tOTMZMyeaIFXbE5Llvt9Knm403riV2QMO5GApr0Jq12yoZOSS/bXW3hc7o2iurjnmNfFpcxR3fbuOS0T35x+LtbP5sI/Ua1uyuY1tVHQU+F7keJ/2y3PTwufDXh9nhD1FcHWRDZR0Te2ZCfZj3thqrneyX4+VXwwv47QFF9MvykJntMQI2R6G15oVVZTy/qoxlZTVkmudifVhz//ISLti/NzmW8yNQH+am+ev4emslQ/N99M308OmmCjbXBJg+IJcbJ/Yh2+1smbdNulg7DBFyQlOS0TWazNmjrS3b0ST7jTZVxsXFsLNHuosHpg1k1pOL+LpfDgU9siAnHb/XhbcuwIQf17KhZwG+YBBPIEjPQAW1Ljcb0/PwhYMMqNsBGF64iMCLePA2peU2EXBeh5FeEfKY492M75Fu1uJgVpPZqREB53WF8Aed+Ov3XBLJmlZe4yEYdFDsyuBritiYmQOZRriSoX2207N6NwA5NTX02FnB2elu5n21mXfLajhpcJ5tG9mSaLy25rATcRlu3l5ZyrUvLuPVSyc1ptcE7D1PYP9SZj6s6yvrmP7ScnLdaYzJ9nSdh3hzHrhkTCKJE8Ik0+Xg2jE9cTsUvbLcnNQnizQFfQsyGJHn22P1E6s3cVt1gO9Kq3EoxQOeNEJhzZBeWU2Fmz/UWC5iC/DUylJu/HIzNx0+iDm9suiT5qCuPsyKes1DX21m7p2fMakwi4HdvBRluVlRUk1pbZDfje7J99UBtpb7uWifAvpmuvjn6p30eeRbMpwOju/bjTumDiSsNcFQOH6bCB2GCDnBIN7yVYl6yhKps7Vlu2LXaHsNjE6EjpgllqgtMR6GJw7KY1FpDQfc/hFvXHgAI31uchorpiIznTp3o9jIqalmSVYf+tXsBIxxcdlhP2MqNjXk2ZibT2lGFhsCjTVV4GkivPxhF8McpXjqg5SmNR2rtr48u3F/6XWU10C534vXFWroRvU4jNAoRrrxORh0U1rhwx9MozzdGFvnDzpZ7O1J/9wKvCpEj9wqhnbbTmHxLn42MJfX1+9qFHKJLoqeqKiIlS/G8lt2vLOqjCsO6c+4SDdfotdWHA/7c+t28cHm3Vw9qgdVwT3Dy3RZIt7N5oRyK7u0x+WnMy7fJhhvjXn9Rgc2jizn5XPRqyCjMT0eUdt7OhTF1QFu+XAtRZluzhyaz/mHDODIXB9HTh5A5Q8lzF9ZypbKABt2++md4ebOQ/tTmOHmmKiq5w3vwZ3ltewu9/N/C7fQb963KAVzR9QwYGctQ/N8e9gus1g7FhFygkGsm3SiN/j2nFna2pAlbcHubT1J45Oa3W8srPvtCG9dS/Zh0y43TSoi15vGBc8s4X8jC3FCQxdrzx3l7M5MZ1teDr6gccMfUV2ML2ju1+WmV0U5PXYa4+YCLqexJqv5XIsIrrpwmtkVaoi5+9KmGBki2i6ib9KAnsbH+Su280bWWGMlBzsSD6ZvoDDqOxpOG7mZW8aM4S83v0FeXl4LK2p/Nnx2CpN//nM4/fSmG+bPhzNfti/42Bmx7xMuPiqkAAAgAElEQVTVAQ7N8jA5P52/LythUt9ujLRbSaC9SdDTFgprqoL15FiDPbd2aEQyJjS1dpUKG47qk82uiw5gc1WA1eW1PLishNvv+oyHDh/EjAlFZA3rwc/yzKXE7IKKW9Jz+nQjZ1h37h+Qy52VdThqAjztdvL2up0MzevTWM46blAmPXQYIuT2ZqLHyXVF2mPiQzxijQVLNChpW/fVXN5kj8GLt6/WlInx8LxsdCEvry/nV/d9wf+dPY7uOen4zRU73MEQvmCQVd0L+bnnl0YB6zKs5pJZEQYBB0PLRVYHU1RUxIQJE3jggQe4/vrrO9ucJmzYsIEFCxZw0003tbzwec/ZbvKvWcPnQ4fi8Xg47Y2VewYXjuaKg1q+/yRy97ISfvv1FgBuHteLmw7p30wJG9ohqHBSyHDjBYbkeBmS4+XYAbmc8dpKVpdUG+P5umc23lf7m/fWmkDT+1y0EDNt9GW4oayaAp+T6xdsYvG2SnZVBykP1DNrRHcusMbQA/jzJ8k7LiEmIuSEttNRIqs9iXVD7mzxFq9sR6+pmggxZqalAS/cspO5c+cyau4TnHLKKcyadQpTDpqC0+mkCNi/9XvssjzwwAPMmDGDrKwsLr/88s42B4BPP/2Us846i2uvvZb99tsvqXVnZhpR9oYNG4ajOREHrZ/F2JwATFAMzRhWwOvry5mY5+O4vtnNF0h1fC7WVQW4fKTPuMbX74QBeU3v2wWZ0NcNHich82XLWRuA8hooq2rqvfO5yHSn8dwxQ5ny4vKGKqrD2hByyVraS0gIEXKCQSIrO3QW7e2Va28vV2vr75EZW0x21NiTh79JSjV5eXncfffd3HjjjTz00EP89re/pb6+nv/7v//j2GOPTezBn2IMHDiQl156ialTp5KTk8PZZ5/dabZs3LiR2267jbfeeou77rqLU089Nen7KCws5Pjjj+eMM85oPnNbaI0AjCH+RuT5+GimZQ3YWF2yzV23XXxCUrA+zNrddfRMd5EWqGdhWQ1hj7NxTKB1DHTEI1iQSVWvHEoKurGkXz/67dpBv22lFKwrhZXFTXsFHIpDh+Rzw4TePLaijC3VAdIccNGHaxmR6+OEQbkMLkxCTEWhWUTICcmhs7xybV1aqD1vxm2p2yrirJgiTmvNwpJqBmZ7KGjpm28nxXQqKCjguuuu49prr+X555/npptu4uqrr+af//wnRx55ZKfY1J4MHz6c5557jmnTprHPPvtwwAEHdLgNs2bN4umnn+aaa65h8eLFSR2zFw6H+eCDDzj88MPRWvPJJ5/w6KOPJq3+pJHo+X7B+KZdnPGGMtgt8dWFxN1jK8u48MO1AFy8bw9unVTExR+t4+3fHMoAnxM27NzTg1lWRWZNgMz8crKratien8Oqfr3xe9zGKIdNO/c4ztsPH8zthw+mKlDPgnW7WF1Ry+KyGg56fguH9Mrigd+W0r1794478L0QEXJ7O5FxcnZCzOqNS+aKC62tq6t140bfuNt6M++RuWe9MepbtcvPxOeWcvKgXF48bh8jMfqBNX8+nNP1AnEqpTjjjDM4/fTTeeuttzjvvPO48cYbufjiizvbtKQT6cKcOHEiALfccgt5eXkUFBRwyimn4HK1rftJa826devYvn07O3bsYN26dYwbN463336b22+/nX333ReAM888M+kTLy6++GL+/e9/M3/+fGpqahg4cCD5+Z0YP66t2Hmg589vui1W965V/EHHCDqfi7DWRsBfj9MIS2Lx1p82JI+lO2q4e3Ex9y8tYUg3L5cPL+CgP87nvhOGc/IEcwBquuGJAxrvrbUBCpZvocBXyrIJQ/l0n334+brtjfffajNcjWV/mcCR/bpxJN3A5+Luqjp+nz6FAw44gOeee67hGhCSjwg5wZ5YXaq+OAKsNSKrpWWiBWCs+FctiRHV0rVQ27O7pUemfXtEDRjeR2teOeM1cnJyYMqU1u+zE1FKMWPGDD755BOOPvpotNZccsklnW1WUsnJyWHnzp3ccsst3HXXXSxbtoz8/HwWL17Mfffdx5w5czjkkENIT2/5LM8777yTv/zlLzgcDvr27UtOTg6FhYVcccUVAOy7777cd999XHjhhSxcuJD990/eaMRt27bx8MMP069fP3w+H7fddhvXXXdd0urv0jTn4bviIMhwUxOsR1cHyHDtGauwzfhcLC2t5qjnvqcqECbT7eDYfjkMz/UxLMfLYUPz6eZO464pA7h5UhGvrdtFKKwZnZ/OSdUBTnnme3ZmecjN9TWOZ8twQ/+8xlVLSo2VS0YB3apqKOudS47PjfPHkkY77DyTZdV4qgLc8ewdTJ48mcMPP5y1a9fSo0ePPfOblJWVkZWVhcfT9tlMu3fvJjt7Lxj7aNKskFNKPQIcD5Rorfc108YC9wNeIARcqrX+SinlAB4FhgAXaq2XKaWmAR8BJ2itXzPLvw78VWs9P+lHJLQf8QL+tlSQWUOLJFK2JtD41hiPtgip9GbeptvzLbuFM7uUUpxwwgntZEzHMnjwYN59910mT57M8OHDOeywwzrbpKSSm5vLnXfeyZ133tmQFg6Hueeee7jlllsoKSnh22+/bZgwYKW6upo33niDlStXUl1djcvlIhQK8fnnn7Np0ybefvttxowZ0xAktrS0lMcee4zJkyczcOBATjnlFK699lrOPffcpB7TnDlzuOaaa3jggQdYsWIFK1asYNKkSc0X/IlTXFzMX5wHUVZWxuuvv05tbS3dunVj4MCB5OTkMHjwYA4++GAG/WcuE7unNw3u25KZq7VB5n66nqsm9OF3xw/nx00VvPvjTtaVVPHGkmLOee9H6rWmV7qL3hlueme4yHM6uPZ/Gzi8Xw5/mTqQ3H26Q4m5zNz6XVBcCZkeqDKXrcv0QGEmbNhF0TcbjRfNvnlQWkWgqo6KunpuWLgFp0PRN8PN7kA9gbBmdK4Pb7Cew9JdpGG8zGRlZcU8vyPMnTuX2267DYfDQXZ2Nj6fD4/Hg8fjwev18s033zBr1iymTJnCEUccwZAhQxrKhsNhtmzZQm5uLrNnzyYrK6vhpWnkyJEt/AVTk0Q8co8C9wKPW9L+AszVWr+llJphfp8GHA18CfwO+CNgxhRgMzAHeC0pVgvtQyLdndHbor12LRF0LfXeWSc9NFc+etByIjfIGPGxyHAbU/XNt9OEiNW9KlPw4zJ48GCeeeYZzjzzTC6//HJOO+20n/RN2OFwMHv2bGbPns3555/P5Zdfzrx581BKobXmu+++48knn2TevHlMnDiRiRMnkpubi9/vx+PxcM0113DUUUft4b3o3r07NTU1fPzxx2zdupXrrruuoXs1WWitmTdvHgAXXXQRv/jFLxg8eDD9+7cyhMdPiFmzZjFgwACmTp3KzTffzIABAyguLmbt2rXs3r2bpUuX8uKLL/LdihBjXAO49dZbGTlyZFNBl2BollyPk6eXlZDuSuPcU0dzaX46lFVTURdiYzDM7t11ZLkd7KqrZ0ugnk07a/h0Qh+G7deL0MDurC4qwF0XoP+6EnhzhVFpVR2UVgPwRTDM6+t28VZJFS4N9+7fi0E9MlnmD/GrD9fym30CeLI86GA9C0qqyXQ5cLqd3LuilO3VAXIcimlz53LPPffwzDPP2Hqdly9fzs0338zSpUsZPnw4paWl+P1+6urqCAQClJeXc9dddzFlyhQ+/vhjLr74YtasWcPgwYMBePTRR7ngggvo06cPW7Zs4a9//SsLFixo9v6xdOlSgKRfH51Bs0JOa/2JUmpAdDIQ8Vt2A7aan9OAsPlnHYG+GHAppY7SWr/XFoOFdiA6nlxrZ6lay7XnODZfAvupDhgCLLI9XpDfaKKFWKIiTsRamzjssMN46623eOKJJzjmmGPIysri3HPP5bzzzqNXr16dbV678Y9//IMDDzyQk08+GaUUS5YsAWDmzJksXryYfv36tag+n8/H9OnT28NUwPAG79q1iw8//JC77rqL0047jXPOOecnOfu4pRQWFvLyyy+zevVqjj76aBwOB71796Z3794AzJgxAwC/38+f/vQnpk+fjsfj4de//jWzZ882xkwm0nUL3DdtIO9uLOfxpSXcdvXrPDS+N89sq+SVDRX0y/aggPWVdYzI9TG2MItunjSu/nwj7/1nCWHA5VBoYFKfbB4+fzxDZowwJkB8sIZgWDPls41cO74P90zqy/qqOmZ8uoF6Df2yPcyZ0If++en8+uAY4r02iK6q46QP1vL3v/+dH374gZ49e9oezogRI5gyZQrLly9n1KhRFBYW7pHn0EMPBQzv21tvvcUVV1xBcXExTzzxBOeffz4jRowgPT2d/Px8ioqK9igfzdtvv82xxx7LmWeeyTPPPNNs/q5Oa8fIzQbeUUr9FXAAk830d4AngXOBi6LK3Gb+iZD7KRFr9YVkToqI3lcEX4Ldsa0hXheqiLV2Zfz48YwfP56///3vLFiwgHnz5jFy5Ej69+/PuHHjOOywwxg9ejSVlZX079//J+EFyszM5L333uP999/H5/Nx6623MmrUqJiLoXcVcnJyWLduHYWFhTz//PNcffXVnW1Sl+Cpp55i+/bt3HnnnfzsZz/j8ccfZ8yYMXvk8/v9TJkyhT/84Q8sWbKEWbNmEQgEmDNnTvM7MYWeE5hh/n388cdMmzaNg3tksP1X40k3x+VVB+tZXFbDotJqqoJhJg0r4D9HDqabuaJFKKy5b+EWDr39I54ZlMfUo4fAzLG8830xg5eXcttBfQE4BDhrTKFxTpqz5Ofb2edzoXwuXl6/i3A4TFpa/DGCSincbjeLFy9m3LhxrFmzhupqwyu4zz77kJeXR3l5OS+88AIPPvggr732WoOwKysrQynFQQe1LMB0xJs3dOjQFpXrqiit4yyUHMlkeORet4yRuwf4WGv9X6XUGcBFWuuY8QPMMXK/1Vofr5T6GPg9cC1xxsgppfRHH33U8qP5iVNVVRV3nEGbKP3R+B89cSCR0B7WPNby8RbhjlU+kfyRvJYyVc5uZAbKm+YLh5tGlw9HLfDscOyZZqXXsOZt6eK06/nSgYTDYfx+P9XV1VRWVuL3+0lLS8Pv99OzZ8+Yb/Dx+Km0S7JpabssW7aM9PR0du7cyfjx49vRss6ltedLaWkpxcXFdO/eHaUU6enpOBwOiouLCQQC1NTUoJSiR48e+P1+Kioq2tSOwWAQh8MRWzhtWhmnYJjy2iCb60Lsm+EmlOZgeWUdg3K8ZLrtRViVL5/M2h329fbZJ2HbS0tL2bFjB8FgEJfLhcvlQmuN3+8nHA7jcDjIzMykd+/euN3JiWtaWVmJx+NJWn0RknV/Oeyww9BaJ/Q211ohVwHkaK21Ml4bK7TWMaeIRAm5o4GrMSZIxBVyidi1tzF//nymTZvWPpVHulbtJjLYedlidae2ZhaqFbt9RNKjJknMzzueaZtfbH5fVk9bhht+82bidqYg7Xq+dAG2bdvG1KlT+d3vfseFF16YcLmferu0lpa0y7p165g8eTJr1qwhHA6TlfXTDfzalvPlv//9LwsXLqS2tpb33nuP5cuXc+KJJzJu3DjmzJnDN998w0cffYTP52PatGlJX3GjWa44CKoD+Lfspsf7P3Jxryw212v6d0/nj1MH2pfzuZg/5iymLXmqMS06UHkHxqu8+eabmTt3LgCvv/46xx13XJvr3LJlC19++SUnnHACTmfinZfJur+Y42UTEnKt7VrdCkzF8K4eDqxOpJDW+l2l1K1A71buV2gvLnkZ/jaj+XzNTWZoq4iL3kcyVpX4iQu2vZVevXrxxhtvMGXKFF577TWeeOIJunXr1tlm7RW8++67HHzwwWRkZFBdXc2mTZvo27dvZ5vV5Tj11FMbVtLw+/3MmzePCy+8sEEYTJo0qXNn+5piywss37yZM888k3Xr1rF6cjPjzKyiraNWmonDzJkz+eijj9i9ezdjx45NSp1vvfUWF154IU899RSzZs1KSp3tRSLhR57GmJFaoJTaDNwEXAjcrZRyAn72HA8Xj9uBV1puqtCpWAVac4GD20JExMWqL5EZsSLa9iqGDh3K2rVrufbaaxkzZgw33ngj559/frPjcoS2MWjQIL777jsAjjnmGD777DOkFyU+Xq+3S8dJLCoq4tNPPyUUCtl3N1pn1EYFBO5Mhg8fzscff9ziclprli9fzogRI/aYrDNz5kxKSkpSIqxOIrNWf26zKaHOfLP7dL7l+6s0ndEqpBLRQioiupI1saG5+iIC75KXG9Pmz4czRcDtrfh8Pu655x5mzpzJNddcw3PPPccjjzyS0Ow1oXW89957zJw5k7KyMj777DMefvjhzjZJSAIOhyP+mDFrd6l15ZjokCmdtAxgS/nuu+8YP348/fr1Y926dU3EXGZmJjfccEMnWpc4srKDEJ/mPG2JbG+NB89aziraBMGGyZMnM3/+fG699VbGjBnDEUccwWmnncZxxx0nkxuSzKZNmzjuuOPIzs7mkUce4fzzz+9sk4TOJEWEWzRjx47lX//6F5dccgknnngir73WGOq2uLiYu+++m/POO4/hw4d3opXNI0JOaOQ3b8YfJ2cVZC0JMZKox04Em9BGnE4nc+fO5corr+Sll17i0Ucf5aKLLuKkk07iggsuYPLkyc1XIjRLYWEhxcXFuN1uEXFCyuJwOBrWeP7888+bbLv33nv505/+xPvvv8/XX3/dGeYljAg5ITFiibjmsOaLFnMi2oR2JC8vjwsuuIALLriAHTt28PDDDzN79mw2btzIP//5z4YwB0LryMvLY+fOnZ1thiAkhYsvvrhB0NXX15OWlsYNN9yA1+ttCOLclREhJ9hjDTsCTcOLtGRyg4g2oRPJz8/nmmuu4ZprrmHlypV8+umnjBs3jssvv5yRI0cyatQo8vPzO9vMlGLNmjVMnTq1s80QhKTjdDq59957ueyyy/j973/f2eYkhAg5wZ54IUDsukpl1qjQhRk+fDjFxcXceuutvPHGGzz++OMsW7aMPn36cOihh3LccccxcuTIJotyC00JhUIsWLCgzTMw6+vrcTgcXXoFC2Hv46KLLkq5uIiyOJ7QlGghVhOIP77tN282/ROEFODkk0/moYce4vPPP2fnzp089dRTDB8+nHvuuYeDDjqIBx98sN1t0FrzxhtvUFJS0u77SiZ/+MMfKCoqalFYBq018+fP52c/+xkLFy5k9+7dOJ1O7rjjjna0VBBazgMPPMC5557b8D0cDjNu3DiuvPLKTrQqPuKRExJHhJrwEyQtLY1x48Yxbtw4rrrqKtasWcNRRx3F8uXLOfnkkznwwAPxeDxJ3+/vfvc7/va3vwGQkZHBK6+8gt/vZ8aMGV3SS1VTU8PDDz/MU089xcKFC1tkY79+/di8eTNgeDwGDx7MCSecwEUXtSQEqSB0LOeccw4bNmxg0aJFrFy5krVr1/L888/j9Xo727QmJLREV0ejlOp6RgmCIAiCIHQMG7TWAxLJ2CWFnCAIgiAIgtA8MkZOEARBEAQhRREhJwiCIAiCkKKIkBMEQRAEQUhRRMh1IEqpR5RSJUqppZa0W5VSS5RSi5RS7yqlepvpSil1j1Jqjbl9f0uZq5RS3yqlzjS/36mUmm3Z/o5S6iHL978ppa7umKNsOTbtcodSaqV57C8ppXIs264322WVUuoYS/pMs11mm9+vVErdZdn+gFLqfcv3/6eUuqf9j7B12LTL6UqpZUqpsFJqQlT+vbld8pRS7ymlVpv/c830veY6isb8nZea50vkt7drJ4dS6nGl1OdKqVFm2ndKqbHmZ6dSqlopdbal/m+s7ZkqmL/7MrNtnlZKeZVSA5VSX5rt8qxSym3mzVRKvaqU+lAp1ds8n8os7dZLKaWVUodY6i9VSqVUhGml1D7KeAZF/nYrpWbL+QJKqRyl1AvKeB6tUEod1NXaRYRcx/IoMD0q7Q6t9Rit9VjgdeAPZvqxwFDz7yLgX2DcWIADgInALDPv58Bkc7sDKABGWfYxGfgsyceSTB5lz3Z5D9hXaz0G+AG4HkApNRKYiXF804H7lFJpZpmZGG1zoNlODe1iMhboZsmfiu2yFDgF+MSaKO3CdcAHWuuhwAfmd9i7rqMGlFL7AhdiHN9+wPFKqaHYt9PRwJfAycBvzDTrebIfsIrG9skABgGL2/1gkohSqg9wBTBBa70vkIZxffwZuNNsl13ABWaRs4EHgCuBK7QxO/BL4CBz+2TgOxrbZR+gTGu9o2OOKDlorVdprceaz6HxQA3wEnv5+WJyN/C21no4xnGtoIu1iwi5DkRr/QmwMyptt+VrBhCZRnwi8Lg2WADkKKV6AZHgTdbpxp/ReKKMwnjYVyqlcpVSHmAExs2mS2LTLu9qrUPm1wVAkfn5ROAZrXWd1nodsAbjYQVN20ZhHPMwpZRPKdUN4+a0CBht5puMcZF1SWzaZYXWelWM7Ht1u2Ac/2Pm58eAkyzpe8V1FMUIYIHWusa8jj7GeLjYtVMaEDb/Im1jbY/JwP0Yoh+Mc+tbrXV9ex5EO+EEfEopJ5AObAMOB14wt7e0Xf5OU2HXZa+dBDkC+FFrvYG9/HxRSmUDU4CHAbTWAa11OV2sXUTIdQGUUrcrpTYBZ9HokesDbLJk2wz00VpXAt8DC4FnAbTWW4GQUqofxonyBY1vjROAJVrrOMszdHl+Cbxlfo7ZLubnFzHaZaHWutJ8gC3C9EZhtMkCYLIyurCV1tpaVyqzt7dLT631NgDzfw8zfW+9jpYCU5RS+UqpdGAG0Bf7dnoHmAq8iiFMoKknYTKGF7hOKZVFCnknrWittwB/BTZiCLgK4Bug3PLiaL12nsLw4N0L/MNMs7bLROBljLaFFG2XKGYCT5uf9+rzBcNbVgrMM7tIHzK9aF2qXWRlhy6A1noOMEcpdT1wOXATjWq+SVYz/x+BP0Zti6j+yBtiH/NzBSn8hqiUmgOEMG6oEL9dHqPxLSlCpF18GA/m1cANGBdnyrZLDKRdYrNXXkda6xVKqT9jDFGowui6CcXJH8J4gFvT1iul3EqpQmA4RpfQ18AkjDb5xx4VdXHMsUwnAgOBcuB5jO73aCLnSHmM7V8B48wHuktrXaWUWquUGoLRLn9rL/vbG3Ns4AmYQ1ns2FvOFwyNtD/w/7TWXyql7qaxG3UPOqtdxCPXtfgPcKr5eTONb3lgdC1ujVM2ovpHY7yNL8DwJKTqmxBKqfOA44GzdGPk6ta2y0EYgmUFMJIUbhcb9vZ22W52mWL+jyxgutdeR1rrh7XW+2utp2B0Ra/Gvp3s+AI4DdhmXoMLgIMxPFEL2s349uNIYJ3WulRrHcTwVk/G6HKPODbiniNa6xqMoQu/BL41kxdgeD17YDyoU5VjMbr6tpvf9/bzZTOwWWv9pfn9BQxh16XaRYRcJ2MOQI5wArDS/PwqcK45S+pAoCLiyrXhMwzRs1NrXa+13gnk0PigTimUUtOBa4ETzBtnhFeBmUopj1JqIMYg9q/iVPU5Rvdhd611iXkRlWK8laeMhyUB9vZ2eRU4z/x8HvCKJX2vvI6UUj3M//0wJsg8jX072fEZcBWNx/4FcC5QbHqrUo2NGJN+0pVSCmM82HLgI4wHLSTeLrNp2i5XYoxLTOXlkn5OY7cq7OXni9a6GNhkTmKBxvOla7WL1lr+OugP4wLZBgQxlP4FwH8x3vyXAK9hjN8Bo0von8CPGGN5JjRTdxqwG7jNkvYosKqzj7uV7bIGY2zTIvPvfkv+OWa7rAKOTaD+ZcCTlu83Y3Q3OTv72FvRLiebn+uA7cA70i5cAORjzB5bbf7PM/PuNddRjGP5FOOhsxg4wkyL2U5x6jgAo5vxSEvaeuCBzj6+NrTLXIwX5qXAE4AHYyzUV+Z953nA00wdp5vtMsT87jGvyes7+/ja0C7pwA6gmyVNzhdjYsJCjGf0y0BuV2sXWWtVEARBEAQhRZGuVUEQBEEQhBRFhJwgCIIgCEKKIkJOEARBEAQhRREhJwiCIAiCkKKIkBMEQRAEQUhRRMgJgiAIgiCkKCLkBEEQBEEQUhQRcoIgCIIgCCmKCDlBEARBEIQURYScIAiCIAhCiiJCThAEQRAEIUURIScIgiAIgpCiiJATBEEQBEFIUUTICYIgCIIgpCgi5ARBEARBEFIUEXKCIAiCIAgpigg5QRAEQRCEFEWEnCAIgiAIQooiQk4QBEEQBCFFESEnCIIgCIKQooiQEwRBEARBSFFEyAmCIAiCIKQoIuQEQRAEQRBSFBFygiAIgiAIKYoIOUEQBEEQhBRFhJwgCIIgCEKKIkJOEARBEAQhRREhJwiCIAiCkKKIkBMEQRAEQUhRRMgJgiAIgiCkKCLkBEEQBEEQUhQRcoIgCIIgCCmKCDlBEARBEIQURYScIAiCIAhCiiJCThAEQRAEIUURIScIgiAIgpCiiJATBEEQBEFIUUTICYIgCIIgpCgi5ARBEARBEFIUEXKCIAiCIAgpigg5QRAEQRCEFEWEnCAIgiAIQooiQk4QBEEQBCFFESEnCIIgCIKQooiQEwRBEARBSFFEyAmCIAiCIKQoIuQEQRAEQRBSFBFygiAIgiAIKYoIOUEQBEEQhBRFhJwgCIIgCEKKIkJOEARBEAQhRREhJwiCIAiCkKKIkBMEQRAEQUhRRMgJgiAIgiCkKCLkBEEQBEEQUhQRcoIgCIIgCCmKCDlBEARBEIQURYScIAiCIAhCiiJCThAEQRAEIUVxdrYBgj1D1HRdQ9meG5R9mbCNNNdxJHs4zX6bXbm4ZWzsC6dpexvs7I6zH7syANoRe1/xy9jtpxV2xymj4vx+yqacI8llHCp2mbi22ZSxqyuebWD/Fhm3PlrRPnZlbNKb22ZXn116vPocuhXHGreMzf7DYfsyceqz21fSy4Rbcaw2ZeJui1MfdmXitJ19mTj7qY+zzQK1SFAAABQnSURBVM6+eGXs7ItbphV2222rb0X7QFz7voF3tNbT7QsLVkTIdWFqKOPXLNwjPeSyLxNIj53uz7Qv48+yv6Dsyvkz7csEfLG3xStjt82fEa+M/Q3ErlydN06ZdBsb0uOU8dW3uIw7jg1uT+xtHm/s/QD4PLG3eWzSAXzu2NtcLnvbvK6QTbr9fuzKAHjTbOpLs6/P44i9zeuIsx9HMHa6ilMG+20um20+bV/GE45tg88mPW6ZkH0ZVzh2+/iCAfv9BO3r89ls8wTilKmLvS93ME5725Tx+u334621Pyan3bY6exuwK1Njvx/bbdVxysTbVmtzvPHKVNlss0sHqKqz2X+c9rErU9kK25opp+rDBfYFhWika1UQBEEQBCFFESEnCIIgCIKQooiQEwRBEARBSFFEyAmCIAiCIKQoIuQEQRAEQRBSFBFygiAIgiAIKYoIOUEQBEEQhBRFhJwgCIIgCEKKIkJOEARBEAQhRREhJwiCIAiCkKKIkBMEQRAEQUhRRMgJgiAIgiCkKCLkBEEQBEEQUhQRcoIgCIIgCCmKCDlBEARBEIQURYScIAiCIAhCiiJCThAEQRAEIUURIScIgiAIgpCiiJATBEEQBEFIUUTICYIgCIIgpCgi5ARBEARBEFIUpbXubBsEG5RSSwF/Z9vRCgqAss42ohWI3R2L2N2xiN0di9jdesq01tM72YaUwdnZBghx8WutJ3S2ES1FKbVQ7O44xO6ORezuWMTujiVV7d6bka5VQRAEQRCEFEWEnCAIgiAIQooiQq5r82BnG9BKxO6ORezuWMTujkXs7lhS1e69FpnsIAiCIAiCkKKIR04QBEEQBCFFESHXQSil+iqlPlJKrVBKLVNKXWmmP6uUWmT+rVdKLTLTj1JKfaOU+t78f7hNvTcrpbZY6pjRmXab28Yopb4w83+vlPLGqDdPKfWeUmq1+T+3M+1WSrmVUvNMexcrpabZ1NtZ7T1WKbXA3OdCpdREM/1EpdQSS/ohNvWON49tjVLqHqWU6ky7zW3TzPRlSqmPbep9VCm1ztLeYzvI7v3Mc/h7pdRrSqlsS5nrzXZcpZQ6xqbegUqpL83z+1mllLuzbFZKTbS032Kl1Mk29XaptlZKnWWxZZFSKhzLpg64l3iVUl+ZbbdMKTXXTI/5GyulPOb3Neb2ATb1rjePeZFSamEybW6N3ZZypymltFIq5sxVpdR089xfo5S6Ltl2C61Aay1/HfAH9AL2Nz9nAT8AI6Py/A34g/l5HNDb/LwvsMWm3puB33Yhu53AEmA/83s+kBaj3r8A15mfrwP+3Ml2XwbMMz/3AL4BHF2lvYF3gWPN9BnAfPNzJo1DJMYAK23q/Qo4CFDAW5G6OtHuHGA50C/S5jb1Pgqc1gnt/TUw1Uz/JXCr+XkksBjwAAOBH23O7+eAmebn+4FLOtHmdMBpKVsS+d6V2zqq7GhgrU297X0vUUCm+dkFfAkcaPcbA5cC95ufZwLP2tS7Hihox/Zukd2W3+UTYAEwIUadaeY5Pwhwm9fCyPY6BvlL7E88ch2E1nqb1vpb83MlsALoE9luekjOAJ4283yntd5qbl4GeJVSno61uuV2A0cDS7TWi80yO7TW9TGqPhF4zPz8GHBSJ9s9EvjAzF8ClAMdHkspjt0aiHiFugFbzTxV2rzDAhlmviYopXoB2VrrL8y8j9Nx7R3TbmAW8KLWeqNZpiSZ9iRKHLv3wXigAbwHnGp+PhF4Rmtdp7VeB6wBJlrrNM+tw4EXzKSknt8ttVlrXaO1DpnpXmKcIx1BK9rays9pvFajae97idZaV5lfXeafxv43ttrzAnCEeU50KK2wG+BWDGFsF4h+IrBGa71Wax0AnsE4XqETESHXCZiu9nEYb0gRDgW2a61XxyhyKvCd1rrOpsrLldG99kiyuxWsJGj3MEArpd5RSn2rlLrGprqeWuttYNzgMbxg7UKCdi8GTlRKOZVSA4HxQF+bKjujvWcDdyilNgF/Ba635DtZKbUSeAPDoxFNH2Cz5ftmLKI22SRo9zAgVyk1XxlDB86NU+XtZnvf2Z4vM1F2LwVOMDedTuO50AfYZCkWqy3zgXKLeGq39k7QZpRSk5RSy4DvgYsttkXTldraypnYC7l2v5copdKUMQyjBENs/oj9b9xwjpjbKzDOiWg08K55/l+UbJtbardSahzQV2v9epwqEzn/hQ5GhFwHo5TKBP4LzNZa77ZsivnGqZQaBfwZ+LVNlf8CBgNjgW0Y3YVJpwV2O4FDgLPM/ycrpY5oD5sSoQV2P4JxU1oI3AV8DsR62HVWe18CXKW17gtcBTwcyau1fklrPRzjzfrWWNXFSGsXr0wL7HZiiOXjgGOAG5VSw2JUeT0wHDgAyAOu7SC7fwlcppT6BqO7KRDJGqN4dFt2SHu3wGa01l9qrUdhtOP1Ksa4VbpeW0fyTwJqtNZL28OeRNBa12utxwJFGF6pEbGymf8T/f0P1lrvDxyLcfxTkmKsdacJ2q2UcgB3Ar9ppsoOu5cIiSNCrgNRSrkwbmBPaa1ftKQ7gVOAZ6PyFwEvAedqrX+MVafWert5sYaBfxPVzdMJdm8GPtZal2mta4A3gf1jVLvd7PKLdP0lvWutJXZrrUNa66u01mO11idijOHawzvaie19HhD5/Hys/WqtPwEGK6UKojZtxriRRyiisYszabTQ7s3A21rraq11GUbX2n7RdZrdcdr0Rs+jg9pba71Sa3201no8huCPXH+baeoxitWWZUCOeZ7Z5elImxvQWq8AqjHG3UZv62ptHWEm9t446IB7SQStdTkwH2Osmd1v3HCOmNu7ATtj1BUZHlGCcZ9Penu3wO4sjHNivlJqvZnv1RgTHhI5/4UORoRcB2GOkXgYWKG1/nvU5iMxBqlvtuTPwegqu15r/VmcentZvp6M0U2RNFpqN/AOMEYplW7eLKZiDGqP5lWMhzzm/1c6027T3gzz81FASGu9h92d2N5bMdoSjDEuq838QyLjb5RS+2MMQN5hrdPsbqpUSh1o5j2XjmvvmHab+z/U7MpOByZhjJmKrjfygFYYHscOaW+lVA/zvwP4PcagcDDO25nKmJk4EBiKMZGkAXMc4kfAaWZSUs/vltqsjFmKTvNzf4wxaetj1NvV2jqSdjrGWCw72vte0t28H6OU8mHcP1Zg/xtb7TkN+NA8J6x1ZiilsiKfMcYWJ7u9E7Zba12htS7QWg/QWg/AmOxwgtY6ejbt18BQ85xyY4jsV5Npt9AKdBeYcbE3/GF0M2qMGZ2LzL8Z5rZHMcatWPP/HuPNeZHlr4e57SHMGUXAExjjXpZgXFC9OtNuM/1sjAkaS4G/WNKtdudjTC5Ybf7P6+T2HgCswrjRvQ/0t7G7U9rbTP8GYyzfl8B4M/+1ZlsvAr4ADrHUtcjyeYL5e/wI3Is507Wz7DbL/A5D5C/F6GaLpL9J44ztD832Xgo8iTkLrwPsvhJjVuUPwJ+s7QXMMdtxFZbZv1F2D8IQeGswPJGezrIZOMdyjnwLnJRCbT0NWBCjro68l4wBvjPtXkrjTPeYvzHGhJLnzfSvgEFmem/gTUvZxebfMmBOMm1ujd1RZedb2rfBbvP7DPO3+rE97Ja/lv/Jyg6CIAiCIAgpinStCoIgCIIgpCgi5ARBEARBEFIUEXKCIAiCIAgpigg5QRAEQRCEFEWEnCAIgiAIQooiQk4QLCil6pVSi5RSS5VSr0XiMFm2X6WU8iululnSpimlKpRS3ymlViilbjLT85VSHymlqpRS90bV87ZSarFSaplS6n6lVFoMW65WSi1XxpJJH5gxwGLZPF4p9b1Sao1S6h5LXLlHlVLrzONZpJS6wkxfbw0abNr/elSdryilvoixr7NNe5aZ9j8Uo43+ae5vuVKq1rL/02LUN1uZy3OZ9p5mfs4z2/N8Mx7W27GOvaUopQYopZaanycope6xydekjcy0dPX/2zv3GC2uKoD/TnhsH4Q+1pbw0AIti1lTLalBrdLwaAMlERJLy26iVgMmoNHUBB8NiRpiYhO0GK0pVdNC/yi7TZPi1kJotRiotqLBCqWwFAqGRVLU1KYoRarHP84Z9n6zM/N9y5J2v+T8kpud7869d87Mvdk5c+6954g8JSIH/P7vTc61iEi398HvxUJQ1RsDnd5ve3w85B05Z+UWiEivt/3NJH+uWBi8l0Rko/Q7ec3Xn+IyveIyjk7O3en9tE9EHi2p/5CInMyeW5LfnfTtUbFQUIORv1SuXP17vG6viMyv126ubmG/DLXdIBhWvNv+TyJFGk4JOJUcbyTnJwnzv7QT+FySNxv4pR9fivmzutGPPwGsAO7PtTPW/wrm6b6jQJY5wCV+vBLoLpF5F/Axb2sr7tsM85e3pKD8UeA9RfL778uxeIr7gSlJ/gLMJ9xE/z0CC680vUSuycBLFc96JObjamQqL+YJ/w/AyqTsw1hIo6H2b6VMZc/I8y4B5vjxaB8H2bP+IrDejzuyviobA37vJ7NrYIHKv1MgxwjMX9dUv+afgXbsI/wY0Obl1gDLSu7lsWx8Yc52V/rxNMzP2BX+++qS+jdj0Vmq+vIHuJ+yRuSvkitXv93rtABTvK0RVe3m6pf1y5DajRRpOKWwyAVBOc+TBIQWkWuBMZiz5s6iCqr6L0zZuVYt/NRzwFsF5bK4ryOxF8YAh46qul0tzBmYp/VJ+TJi3vjHqurzqqrAI5hX/qFwO/Ak5k2/I8lfDaxS1eMu339V9SFV7T3P68wFdmttAPcxmDL6qKo+kORvxuL31uDWloXJ7w0icrtb3na6xWq3iNxUUPecJdItZ0+7FfBBCmJKquq/VXW7H/8Hc66b9cliTPEHeByYJyJSMQbE06UiIsBYikMdzQQOqeqrfs0uv1YrcEZVD3q5Z7B+y9+jYM/5cc/aSP/4+ALwE1V93e+pMLSVWui3ASGmcte4k+IwWoXy15ErZTHQpapnVPUI5sR2Zlm7JfUH9MsFaDcIhg2hyAVBAWJTnfOoDT/Tib2sdgLTxUML5eq1YnEK9zVwjW2YVeZN+l9oZSzDFJw8E7H4hxl9JMonsDaZ/ro+yd+e5WNe8lOy+9xErcL6AUx5uVB8HFN6U+4DnlPVdbn8PwKzCtroApYC+NTcPCxawUngVrWg5EuBwinUhG/7dWdgff6+qsJi08mfxCIJgD3zY2Bxe4E3MGWrEFU9i1lZ92IKXDsWvirPuXadrH//DoyS/liYS6iNgZnRCvwzUZbT8dEGtInIb0XkBRFZUHrD1cwCXlPVLGzcBBHZUkf+UrlEZJGIrKlTvyw/T1m/DLXdIBg2hCIXBLVc7MrNP4ArMUtHRgf2Ff8/LBD8Hcm5WSLyJ+Bp4F5VravIqep8YDw2vTO3rJyIfBoLsbW26HRR08nx11T1Bk97k/w5WT6wPLnWOOA6TKk5CLwtIgMCrIvI9a4IHhaRpRW3WcV44G+5vGcxi01eST6JhQrKsxWYKyItwG3ADlU9DYwCfiYie7EwRO11ZLkZC0uFqj4FvF5W0NeibQJ+pKqvZtkFRUvD5ogFj18JzPD72gPcU1S0qF23vnYA60RkF/Yx8HZB2Sq5RmLTq7MxhX3AescGyRT/TLi/qmpmJS27fqlcqtqjqt863/o5Blt/UP0YBMOBUOSCoJbTrtxcg015fglARD6IvfSeEZGj2Es0tVbtVNUZqnqjqq6nQVT1LcwCVDh9IyK3YFOai1T1TEGRPmqnXCdRPEXXKEuBK4Ajfp+T6Z9e3YetlUJV9/pz2gpcfJ7XOo3FpUzpAh4AtogHFXcu8vI1+PP7DTDfZc+Cq38VeA34EKYEFy6kzzfXoNw/BV5R1R8meX24RcwVvcuomI4EbnD5D7tS9hhwk4i8N7Ggrkjbdc71r0+nz1LVmcAObG0mIrLN6/8cs9xdnmyESMdHHxYw/axPL/ZiY7xhvN1PAd0lRcrkr5Krkfqlz6Wsfq5fhtpuEAwbQpELggJU9Q3gK8Aqt550YovRJ3uaAEyUkp2kVYjIGF/blr1cFgIHCsrNAB7ElLiy9UsngDdF5KO+9uezwC8GK1NCJ7Agu09s00amyH0P+L6IpIrj+SpxYJsprstnuoL0a+CJZCdjGxb4u4gu4PPYFN82z7sMOOHW089gi9ir2IGvwROR2zBldgAi8l1v++7cqR7gLj9eAjzrCloZx4F2EbnKf98K7FfVY4kFdT226WOa7/AcjfVFj8tytf9tAb6BbRhAVed7/eUuw3aXCZcxGx+bsQ01iO2YbQMyC2Oj3AIcUNW+kvOF8teRK6UH6PDdp1MwRXNX1XMpqF/UL0NtNwiGDxdy50SkSM2eSHat+u8nMUXgCPD+3Ln7sBfobJJdn7kyRzELwCnsa78dGIe9MPZgVq4f4zs3c3V/hVmVXvTUk5x7MTn+MKbkHAbuB8TzNzCIXauY9e14Vj85vxv4iB/fha3rehn4HWadGl9y75Op3ul4DTYVSpG82E7VbuyDcxXw5ZJ2RmFT4Q8nedP8+b6AKaCn8jJRu9u4FZsW3w2sA/7CwF2rkzCr3f6kT5b7uYuwKdxDmEIwtWoMeP4Kb2sPNs5aS+5vIXDQ+3d1kr/W6/cCd1c856ku0yGXscXzBRvDL3ufDtg57eU2ASeAsy7/suTcBmBFrvwEYEsD8pfJtQhYk5Rb7XV78V3Cddpdg3381OuXQbUbKdJwTdk//CAIgnccEXkC+Lr6QvmKcjuAxeo7LIMgCAIjFLkgCN41RGQ6ME7NxUVZmaswH3Kb3znJgiAImoNQ5IIgCIIgCJqU2OwQBEEQBEHQpIQiFwRBEARB0KSEIhcEQRAEQdCkhCIXBEEQBEHQpIQiFwRBEARB0KSEIhcEQRAEQdCk/B/jpcnhannaaQAAAABJRU5ErkJggg==\n",
"text/plain": [
"<Figure size 1152x648 with 2 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig2, ax2 = make_map(bbox=bbox)\n",
"cs2 = ax2.contourf(lons, lats, data, 80, cmap=cmap,\n",
" vmin=data.min(), vmax=data.max())\n",
"cbar2 = fig2.colorbar(cs2, extend='both', shrink=0.5, orientation='horizontal')\n",
"cbar2.set_label(grid.getLocationName().decode('UTF-8') +\" \" \\\n",
" + grid.getLevel().decode('UTF-8') + \" \" \\\n",
" + grid.getParameter().decode('UTF-8') \\\n",
" + \" (\" + grid.getUnit().decode('UTF-8') + \") \" \\\n",
" + \"valid \" + str(grid.getDataTime().getRefTime()))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.6"
}
},
"nbformat": 4,
"nbformat_minor": 1
}