mirror of
https://github.com/Unidata/python-awips.git
synced 2025-02-23 14:57:56 -05:00
1022 lines
511 KiB
Text
1022 lines
511 KiB
Text
{
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"cells": [
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"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."
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## DataAccessLayer.getSupportedDatatypes()\n",
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"\n",
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"getSupportedDatatypes() returns a list of available data types offered by the EDEX server defined above. "
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]
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},
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[b'acars',\n",
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" b'binlightning',\n",
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" b'bufrmosavn',\n",
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" b'bufrmoseta',\n",
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" b'bufrmosgfs',\n",
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" b'bufrmoshpc',\n",
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" b'bufrmoslamp',\n",
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" b'bufrmosmrf',\n",
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" b'bufrua',\n",
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" b'climate',\n",
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" b'common_obs_spatial',\n",
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" b'gfe',\n",
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" b'gfeeditarea',\n",
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" b'grid',\n",
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" b'maps',\n",
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" b'modelsounding',\n",
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" b'obs',\n",
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" b'practicewarning',\n",
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" b'profiler',\n",
|
|
" b'radar',\n",
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" b'radar_spatial',\n",
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" b'satellite',\n",
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" b'sfcobs',\n",
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" b'topo',\n",
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" b'warning']"
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]
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},
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"execution_count": 1,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"from awips.dataaccess import DataAccessLayer\n",
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"DataAccessLayer.changeEDEXHost(\"149.165.156.89\")\n",
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"dataTypes = DataAccessLayer.getSupportedDatatypes()\n",
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"list(dataTypes)"
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]
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},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
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"## DataAccessLayer.getAvailableLocationNames()\n",
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"\n",
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"Now create a new data request, and set the data type to **grid** to request all available grids with **getAvailableLocationNames()**"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[b'CMC',\n",
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" b'ESTOFS',\n",
|
|
" b'ETSS',\n",
|
|
" b'FFG-ALR',\n",
|
|
" b'FFG-FWR',\n",
|
|
" b'FFG-KRF',\n",
|
|
" b'FFG-MSR',\n",
|
|
" b'FFG-ORN',\n",
|
|
" b'FFG-PTR',\n",
|
|
" b'FFG-RHA',\n",
|
|
" b'FFG-RSA',\n",
|
|
" b'FFG-STR',\n",
|
|
" b'FFG-TAR',\n",
|
|
" b'FFG-TIR',\n",
|
|
" b'FFG-TUA',\n",
|
|
" b'FNMOC-FAROP',\n",
|
|
" b'FNMOC-NCODA',\n",
|
|
" b'GFS',\n",
|
|
" b'GFS20',\n",
|
|
" b'GribModel:9:159:180',\n",
|
|
" b'HFR-EAST_6KM',\n",
|
|
" b'HFR-EAST_PR_6KM',\n",
|
|
" b'HFR-US_EAST_DELAWARE_1KM',\n",
|
|
" b'HFR-US_EAST_FLORIDA_2KM',\n",
|
|
" b'HFR-US_EAST_NORTH_2KM',\n",
|
|
" b'HFR-US_EAST_SOUTH_2KM',\n",
|
|
" b'HFR-US_EAST_VIRGINIA_1KM',\n",
|
|
" b'HFR-US_HAWAII_1KM',\n",
|
|
" b'HFR-US_HAWAII_2KM',\n",
|
|
" b'HFR-US_HAWAII_6KM',\n",
|
|
" b'HFR-US_WEST_500M',\n",
|
|
" b'HFR-US_WEST_CENCAL_2KM',\n",
|
|
" b'HFR-US_WEST_LOSANGELES_1KM',\n",
|
|
" b'HFR-US_WEST_LOSOSOS_1KM',\n",
|
|
" b'HFR-US_WEST_NORTH_2KM',\n",
|
|
" b'HFR-US_WEST_SANFRAN_1KM',\n",
|
|
" b'HFR-US_WEST_SOCAL_2KM',\n",
|
|
" b'HFR-US_WEST_WASHINGTON_1KM',\n",
|
|
" b'HFR-WEST_6KM',\n",
|
|
" b'HPCGuide',\n",
|
|
" b'HPCqpf',\n",
|
|
" b'HPCqpfNDFD',\n",
|
|
" b'HRRR',\n",
|
|
" b'LAMP2p5',\n",
|
|
" b'MOSGuide',\n",
|
|
" b'NAM12',\n",
|
|
" b'NAM40',\n",
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|
" b'NCWF',\n",
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|
" b'NOHRSC-SNOW',\n",
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|
" b'PROB3HR',\n",
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|
" b'QPE-RFC-STR',\n",
|
|
" b'RAP13',\n",
|
|
" b'RFCqpf',\n",
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|
" b'RTMA',\n",
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|
" b'SPCGuide',\n",
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|
" b'SeaIce',\n",
|
|
" b'TPCWindProb',\n",
|
|
" b'UKMET-MODEL1',\n",
|
|
" b'URMA25',\n",
|
|
" b'fnmocWave',\n",
|
|
" b'nogaps']"
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|
]
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|
},
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"execution_count": 2,
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"metadata": {},
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"output_type": "execute_result"
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|
}
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],
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"source": [
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"request = DataAccessLayer.newDataRequest()\n",
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"request.setDatatype(\"grid\")\n",
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"available_grids = DataAccessLayer.getAvailableLocationNames(request)\n",
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"available_grids.sort()\n",
|
|
"list(available_grids)"
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|
]
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|
},
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{
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"cell_type": "markdown",
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"metadata": {},
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"source": [
|
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"## DataAccessLayer.getAvailableParameters()\n",
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"\n",
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"After datatype and model name (locationName) are set, you can query all available parameters with **getAvailableParameters()**"
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|
]
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},
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{
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"cell_type": "code",
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"execution_count": 3,
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/plain": [
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"[b'0to5',\n",
|
|
" b'2xTP6hr',\n",
|
|
" b'36SHRMi',\n",
|
|
" b'50dbzZ',\n",
|
|
" b'AV',\n",
|
|
" b'Along',\n",
|
|
" b'AppT',\n",
|
|
" b'BLI',\n",
|
|
" b'BRN',\n",
|
|
" b'BRNEHIi',\n",
|
|
" b'BRNSHR',\n",
|
|
" b'BRNmag',\n",
|
|
" b'BRNvec',\n",
|
|
" b'BdEPT06',\n",
|
|
" b'BlkMag',\n",
|
|
" b'BlkShr',\n",
|
|
" b'CAPE',\n",
|
|
" b'CFRZR',\n",
|
|
" b'CICEP',\n",
|
|
" b'CIn',\n",
|
|
" b'CP',\n",
|
|
" b'CP1hr',\n",
|
|
" b'CPr',\n",
|
|
" b'CPrD',\n",
|
|
" b'CRAIN',\n",
|
|
" b'CSNOW',\n",
|
|
" b'CURU',\n",
|
|
" b'CXR',\n",
|
|
" b'CapeStk',\n",
|
|
" b'Corf',\n",
|
|
" b'CorfF',\n",
|
|
" b'CorfFM',\n",
|
|
" b'CorfM',\n",
|
|
" b'CritT1',\n",
|
|
" b'CumNrm',\n",
|
|
" b'CumShr',\n",
|
|
" b'DIABi',\n",
|
|
" b'DivF',\n",
|
|
" b'DivFn',\n",
|
|
" b'DivFs',\n",
|
|
" b'DpD',\n",
|
|
" b'DpDt',\n",
|
|
" b'DpT',\n",
|
|
" b'Dpress',\n",
|
|
" b'DthDt',\n",
|
|
" b'EHI',\n",
|
|
" b'EHI01',\n",
|
|
" b'EHIi',\n",
|
|
" b'EPT',\n",
|
|
" b'EPTA',\n",
|
|
" b'EPTC',\n",
|
|
" b'EPTGrd',\n",
|
|
" b'EPTGrdM',\n",
|
|
" b'EPTs',\n",
|
|
" b'EPVg',\n",
|
|
" b'EPVs',\n",
|
|
" b'EPVt1',\n",
|
|
" b'EPVt2',\n",
|
|
" b'ESP',\n",
|
|
" b'ESP2',\n",
|
|
" b'FRZR12hr',\n",
|
|
" b'FRZRrun',\n",
|
|
" b'FVecs',\n",
|
|
" b'FeatMot',\n",
|
|
" b'FnVecs',\n",
|
|
" b'FsVecs',\n",
|
|
" b'Fzra1',\n",
|
|
" b'Fzra2',\n",
|
|
" b'GH',\n",
|
|
" b'GHxSM',\n",
|
|
" b'GHxSM2',\n",
|
|
" b'Gust',\n",
|
|
" b'HI',\n",
|
|
" b'HI1',\n",
|
|
" b'HI3',\n",
|
|
" b'HI4',\n",
|
|
" b'HIdx',\n",
|
|
" b'HPBL',\n",
|
|
" b'Heli',\n",
|
|
" b'HeliC',\n",
|
|
" b'INV',\n",
|
|
" b'IPLayer',\n",
|
|
" b'Into',\n",
|
|
" b'KI',\n",
|
|
" b'L-I',\n",
|
|
" b'LIsfc2x',\n",
|
|
" b'LM5',\n",
|
|
" b'LM6',\n",
|
|
" b'MAdv',\n",
|
|
" b'MCon',\n",
|
|
" b'MCon2',\n",
|
|
" b'MLLCL',\n",
|
|
" b'MMP',\n",
|
|
" b'MMSP',\n",
|
|
" b'MSFDi',\n",
|
|
" b'MSFi',\n",
|
|
" b'MSFmi',\n",
|
|
" b'MSG',\n",
|
|
" b'MTV',\n",
|
|
" b'Mix1',\n",
|
|
" b'Mix2',\n",
|
|
" b'Mmag',\n",
|
|
" b'MnT',\n",
|
|
" b'MpV',\n",
|
|
" b'MxT',\n",
|
|
" b'NBE',\n",
|
|
" b'NST',\n",
|
|
" b'NST1',\n",
|
|
" b'NST2',\n",
|
|
" b'NetIO',\n",
|
|
" b'OmDiff',\n",
|
|
" b'P',\n",
|
|
" b'PAdv',\n",
|
|
" b'PBE',\n",
|
|
" b'PEC',\n",
|
|
" b'PEC_TT24',\n",
|
|
" b'PFrnt',\n",
|
|
" b'PGrd',\n",
|
|
" b'PGrd1',\n",
|
|
" b'PGrdM',\n",
|
|
" b'PIVA',\n",
|
|
" b'PR',\n",
|
|
" b'PTvA',\n",
|
|
" b'PTyp',\n",
|
|
" b'PVV',\n",
|
|
" b'PW',\n",
|
|
" b'PW2',\n",
|
|
" b'PoT',\n",
|
|
" b'PoTA',\n",
|
|
" b'QPV1',\n",
|
|
" b'QPV2',\n",
|
|
" b'QPV3',\n",
|
|
" b'QPV4',\n",
|
|
" b'REFC',\n",
|
|
" b'RH',\n",
|
|
" b'RH_001_bin',\n",
|
|
" b'RH_002_bin',\n",
|
|
" b'RM5',\n",
|
|
" b'RM6',\n",
|
|
" b'RMGH2',\n",
|
|
" b'RMprop',\n",
|
|
" b'RMprop2',\n",
|
|
" b'RRtype',\n",
|
|
" b'RV',\n",
|
|
" b'Rain1',\n",
|
|
" b'Rain2',\n",
|
|
" b'Rain3',\n",
|
|
" b'Ro',\n",
|
|
" b'SA12hr',\n",
|
|
" b'SA1hr',\n",
|
|
" b'SA24hr',\n",
|
|
" b'SA36hr',\n",
|
|
" b'SA3hr',\n",
|
|
" b'SA48hr',\n",
|
|
" b'SA6hr',\n",
|
|
" b'SAcc',\n",
|
|
" b'SArun',\n",
|
|
" b'SH',\n",
|
|
" b'SHx',\n",
|
|
" b'SLI',\n",
|
|
" b'SNSQ',\n",
|
|
" b'SNW',\n",
|
|
" b'SNWA',\n",
|
|
" b'SRMl',\n",
|
|
" b'SRMlM',\n",
|
|
" b'SRMm',\n",
|
|
" b'SRMmM',\n",
|
|
" b'SRMr',\n",
|
|
" b'SRMrM',\n",
|
|
" b'SSP',\n",
|
|
" b'SSi',\n",
|
|
" b'STP',\n",
|
|
" b'STP1',\n",
|
|
" b'Shear',\n",
|
|
" b'ShrMag',\n",
|
|
" b'SnD',\n",
|
|
" b'Snow1',\n",
|
|
" b'Snow2',\n",
|
|
" b'Snow3',\n",
|
|
" b'SnowT',\n",
|
|
" b'St-Pr',\n",
|
|
" b'StrTP',\n",
|
|
" b'StrmMot',\n",
|
|
" b'SuCP',\n",
|
|
" b'T',\n",
|
|
" b'TAdv',\n",
|
|
" b'TGrd',\n",
|
|
" b'TGrdM',\n",
|
|
" b'TORi',\n",
|
|
" b'TORi2',\n",
|
|
" b'TP',\n",
|
|
" b'TP12hr',\n",
|
|
" b'TP168hr',\n",
|
|
" b'TP1hr',\n",
|
|
" b'TP24hr',\n",
|
|
" b'TP36hr',\n",
|
|
" b'TP3hr',\n",
|
|
" b'TP48hr',\n",
|
|
" b'TP6hr',\n",
|
|
" b'TP72hr',\n",
|
|
" b'TPrun',\n",
|
|
" b'TPx12x6',\n",
|
|
" b'TPx1x3',\n",
|
|
" b'TQIND',\n",
|
|
" b'TShrMi',\n",
|
|
" b'TV',\n",
|
|
" b'TW',\n",
|
|
" b'T_001_bin',\n",
|
|
" b'Tdef',\n",
|
|
" b'Tdend',\n",
|
|
" b'ThGrd',\n",
|
|
" b'Thom5',\n",
|
|
" b'Thom5a',\n",
|
|
" b'Thom6',\n",
|
|
" b'TmDpD',\n",
|
|
" b'Tmax',\n",
|
|
" b'Tmin',\n",
|
|
" b'Topo',\n",
|
|
" b'TotQi',\n",
|
|
" b'Tstk',\n",
|
|
" b'TwMax',\n",
|
|
" b'TwMin',\n",
|
|
" b'Twstk',\n",
|
|
" b'TxSM',\n",
|
|
" b'USTM',\n",
|
|
" b'VAdv',\n",
|
|
" b'VAdvAdvection',\n",
|
|
" b'VGP',\n",
|
|
" b'VSTM',\n",
|
|
" b'Vis',\n",
|
|
" b'WCD',\n",
|
|
" b'WD',\n",
|
|
" b'WEASD',\n",
|
|
" b'WEASD1hr',\n",
|
|
" b'WGS',\n",
|
|
" b'Wind',\n",
|
|
" b'WndChl',\n",
|
|
" b'ageoVC',\n",
|
|
" b'ageoW',\n",
|
|
" b'ageoWM',\n",
|
|
" b'cCape',\n",
|
|
" b'cCin',\n",
|
|
" b'cTOT',\n",
|
|
" b'capeToLvl',\n",
|
|
" b'dCape',\n",
|
|
" b'dGH12',\n",
|
|
" b'dP',\n",
|
|
" b'dP1hr',\n",
|
|
" b'dP3hr',\n",
|
|
" b'dP6hr',\n",
|
|
" b'dPW1hr',\n",
|
|
" b'dPW3hr',\n",
|
|
" b'dPW6hr',\n",
|
|
" b'dT',\n",
|
|
" b'dVAdv',\n",
|
|
" b'dZ',\n",
|
|
" b'defV',\n",
|
|
" b'del2gH',\n",
|
|
" b'df',\n",
|
|
" b'fGen',\n",
|
|
" b'fnD',\n",
|
|
" b'fsD',\n",
|
|
" b'gamma',\n",
|
|
" b'gammaE',\n",
|
|
" b'geoVort',\n",
|
|
" b'geoW',\n",
|
|
" b'geoWM',\n",
|
|
" b'loCape',\n",
|
|
" b'maxEPT',\n",
|
|
" b'minEPT',\n",
|
|
" b'mixRat',\n",
|
|
" b'msl-P',\n",
|
|
" b'muCape',\n",
|
|
" b'pV',\n",
|
|
" b'pVeq',\n",
|
|
" b'qDiv',\n",
|
|
" b'qVec',\n",
|
|
" b'qnVec',\n",
|
|
" b'qsVec',\n",
|
|
" b'shWlt',\n",
|
|
" b'snoRat',\n",
|
|
" b'snoRatCrocus',\n",
|
|
" b'snoRatEMCSREF',\n",
|
|
" b'snoRatOv2',\n",
|
|
" b'snoRatSPC',\n",
|
|
" b'snoRatSPCdeep',\n",
|
|
" b'snoRatSPCsurface',\n",
|
|
" b'staticCoriolis',\n",
|
|
" b'staticSpacing',\n",
|
|
" b'staticTopo',\n",
|
|
" b'swtIdx',\n",
|
|
" b'tTOT',\n",
|
|
" b'tWind',\n",
|
|
" b'tWindU',\n",
|
|
" b'tWindV',\n",
|
|
" b'uFX',\n",
|
|
" b'uW',\n",
|
|
" b'uWStk',\n",
|
|
" b'ulSnoRat',\n",
|
|
" b'vSmthW',\n",
|
|
" b'vTOT',\n",
|
|
" b'vW',\n",
|
|
" b'vWStk',\n",
|
|
" b'vertCirc',\n",
|
|
" b'wDiv',\n",
|
|
" b'wSp',\n",
|
|
" b'wSp_001_bin',\n",
|
|
" b'wSp_002_bin',\n",
|
|
" b'wSp_003_bin',\n",
|
|
" b'wSp_004_bin',\n",
|
|
" b'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": [
|
|
"0.0b'SFC'\n",
|
|
"350.0b'MB'\n",
|
|
"475.0b'MB'\n",
|
|
"225.0b'MB'\n",
|
|
"120.0_150.0b'BL'\n",
|
|
"900.0b'MB'\n",
|
|
"125.0b'MB'\n",
|
|
"450.0b'MB'\n",
|
|
"575.0b'MB'\n",
|
|
"325.0b'MB'\n",
|
|
"100.0b'MB'\n",
|
|
"1000.0b'MB'\n",
|
|
"60.0_90.0b'BL'\n",
|
|
"275.0b'MB'\n",
|
|
"1.0b'PV'\n",
|
|
"950.0b'MB'\n",
|
|
"150.0b'MB'\n",
|
|
"1.5b'PV'\n",
|
|
"700.0b'MB'\n",
|
|
"825.0b'MB'\n",
|
|
"150.0_180.0b'BL'\n",
|
|
"250.0b'MB'\n",
|
|
"375.0b'MB'\n",
|
|
"1000.0_500.0b'MB'\n",
|
|
"800.0b'MB'\n",
|
|
"4000.0b'FHAG'\n",
|
|
"925.0b'MB'\n",
|
|
"2.0b'PV'\n",
|
|
"0.5b'PV'\n",
|
|
"0.0b'TROP'\n",
|
|
"750.0b'MB'\n",
|
|
"500.0b'MB'\n",
|
|
"625.0b'MB'\n",
|
|
"400.0b'MB'\n",
|
|
"0.0b'FHAG'\n",
|
|
"2.0b'FHAG'\n",
|
|
"875.0b'MB'\n",
|
|
"175.0b'MB'\n",
|
|
"0.0_1000.0b'FHAG'\n",
|
|
"850.0b'MB'\n",
|
|
"600.0b'MB'\n",
|
|
"725.0b'MB'\n",
|
|
"0.0_6000.0b'FHAG'\n",
|
|
"975.0b'MB'\n",
|
|
"550.0b'MB'\n",
|
|
"0.0_3000.0b'FHAG'\n",
|
|
"675.0b'MB'\n",
|
|
"425.0b'MB'\n",
|
|
"200.0b'MB'\n",
|
|
"0.0_30.0b'BL'\n",
|
|
"30.0_60.0b'BL'\n",
|
|
"650.0b'MB'\n",
|
|
"525.0b'MB'\n",
|
|
"300.0b'MB'\n",
|
|
"90.0_120.0b'BL'\n",
|
|
"1000.0b'FHAG'\n",
|
|
"775.0b'MB'\n",
|
|
"340.0_350.0b'K'\n",
|
|
"290.0_300.0b'K'\n",
|
|
"700.0_600.0b'MB'\n",
|
|
"700.0_300.0b'MB'\n",
|
|
"320.0b'Ke'\n",
|
|
"800.0_750.0b'MB'\n",
|
|
"0.0_610.0b'FHAG'\n",
|
|
"60.0b'TILT'\n",
|
|
"5.3b'TILT'\n",
|
|
"1000.0_900.0b'MB'\n",
|
|
"340.0b'K'\n",
|
|
"5500.0_6000.0b'FHAG'\n",
|
|
"255.0b'K'\n",
|
|
"255.0_265.0b'K'\n",
|
|
"3000.0_6000.0b'FHAG'\n",
|
|
"25.0b'TILT'\n",
|
|
"2000.0b'FHAG'\n",
|
|
"0.0_500.0b'FHAG'\n",
|
|
"1000.0_850.0b'MB'\n",
|
|
"850.0_250.0b'MB'\n",
|
|
"280.0_290.0b'Ke'\n",
|
|
"1524.0b'FHAG'\n",
|
|
"320.0_330.0b'K'\n",
|
|
"0.0b'TILT'\n",
|
|
"310.0_320.0b'Ke'\n",
|
|
"310.0b'Ke'\n",
|
|
"330.0b'K'\n",
|
|
"900.0_800.0b'MB'\n",
|
|
"550.0_500.0b'MB'\n",
|
|
"2.4b'TILT'\n",
|
|
"50.0b'TILT'\n",
|
|
"3500.0b'FHAG'\n",
|
|
"35.0b'TILT'\n",
|
|
"12.0b'TILT'\n",
|
|
"300.0_310.0b'K'\n",
|
|
"3000.0_12000.0b'FHAG'\n",
|
|
"0.9b'TILT'\n",
|
|
"320.0b'K'\n",
|
|
"400.0_350.0b'MB'\n",
|
|
"500.0b'FHAG'\n",
|
|
"750.0_700.0b'MB'\n",
|
|
"1000.0_400.0b'MB'\n",
|
|
"345.0b'K'\n",
|
|
"250.0_260.0b'K'\n",
|
|
"300.0b'Ke'\n",
|
|
"290.0b'Ke'\n",
|
|
"950.0_900.0b'MB'\n",
|
|
"4572.0b'FHAG'\n",
|
|
"275.0_285.0b'Ke'\n",
|
|
"335.0b'Ke'\n",
|
|
"295.0_305.0b'Ke'\n",
|
|
"275.0_285.0b'K'\n",
|
|
"600.0_550.0b'MB'\n",
|
|
"310.0b'K'\n",
|
|
"9000.0b'FHAG'\n",
|
|
"335.0b'K'\n",
|
|
"1000.0_7000.0b'FHAG'\n",
|
|
"700.0_500.0b'MB'\n",
|
|
"9144.0b'FHAG'\n",
|
|
"325.0_335.0b'K'\n",
|
|
"2000.0_8000.0b'FHAG'\n",
|
|
"0.0_609.6b'FHAG'\n",
|
|
"300.0b'K'\n",
|
|
"0.0b'MAXOMEGA'\n",
|
|
"315.0_325.0b'K'\n",
|
|
"325.0b'K'\n",
|
|
"340.0b'Ke'\n",
|
|
"0.0_4000.0b'FHAG'\n",
|
|
"5000.0_5500.0b'FHAG'\n",
|
|
"300.0_250.0b'MB'\n",
|
|
"1.5b'TILT'\n",
|
|
"335.0_345.0b'K'\n",
|
|
"315.0b'K'\n",
|
|
"3.4b'TILT'\n",
|
|
"2500.0b'FHAG'\n",
|
|
"10000.0b'FHAG'\n",
|
|
"0.0_2000.0b'FHAG'\n",
|
|
"7000.0b'FHAG'\n",
|
|
"5000.0b'FHAG'\n",
|
|
"330.0b'Ke'\n",
|
|
"500.0_400.0b'MB'\n",
|
|
"1000.0_1500.0b'FHAG'\n",
|
|
"305.0b'K'\n",
|
|
"285.0_295.0b'Ke'\n",
|
|
"14.0b'TILT'\n",
|
|
"3000.0_3500.0b'FHAG'\n",
|
|
"325.0_335.0b'Ke'\n",
|
|
"2000.0_5000.0b'FHAG'\n",
|
|
"7620.0b'FHAG'\n",
|
|
"850.0_800.0b'MB'\n",
|
|
"6096.0b'FHAG'\n",
|
|
"6000.0_7000.0b'FHAG'\n",
|
|
"2000.0_7000.0b'FHAG'\n",
|
|
"9000.0_10000.0b'FHAG'\n",
|
|
"295.0b'Ke'\n",
|
|
"305.0b'Ke'\n",
|
|
"265.0_275.0b'K'\n",
|
|
"7000.0_8000.0b'FHAG'\n",
|
|
"3000.0_8000.0b'FHAG'\n",
|
|
"700.0_650.0b'MB'\n",
|
|
"1000.0_6000.0b'FHAG'\n",
|
|
"0.5b'TILT'\n",
|
|
"450.0_400.0b'MB'\n",
|
|
"1.8b'TILT'\n",
|
|
"330.0_340.0b'K'\n",
|
|
"800.0_700.0b'MB'\n",
|
|
"850.0_300.0b'MB'\n",
|
|
"6.0b'TILT'\n",
|
|
"900.0_850.0b'MB'\n",
|
|
"3657.6b'FHAG'\n",
|
|
"0.0_5000.0b'FHAG'\n",
|
|
"320.0_330.0b'Ke'\n",
|
|
"8.7b'TILT'\n",
|
|
"650.0_600.0b'MB'\n",
|
|
"600.0_400.0b'MB'\n",
|
|
"55.0b'TILT'\n",
|
|
"270.0_280.0b'Ke'\n",
|
|
"30.0b'TILT'\n",
|
|
"310.0_320.0b'K'\n",
|
|
"1500.0b'FHAG'\n",
|
|
"1000.0_950.0b'MB'\n",
|
|
"5500.0b'FHAG'\n",
|
|
"250.0_200.0b'MB'\n",
|
|
"500.0_1000.0b'FHAG'\n",
|
|
"400.0_300.0b'MB'\n",
|
|
"500.0_100.0b'MB'\n",
|
|
"1000.0_3000.0b'FHAG'\n",
|
|
"8000.0b'FHAG'\n",
|
|
"285.0b'Ke'\n",
|
|
"290.0b'K'\n",
|
|
"305.0_315.0b'K'\n",
|
|
"285.0_295.0b'K'\n",
|
|
"0.0_2500.0b'FHAG'\n",
|
|
"925.0_850.0b'MB'\n",
|
|
"275.0b'Ke'\n",
|
|
"1500.0_2000.0b'FHAG'\n",
|
|
"300.0_200.0b'MB'\n",
|
|
"610.0_40000.0b'FHAG'\n",
|
|
"260.0_270.0b'K'\n",
|
|
"2743.2b'FHAG'\n",
|
|
"3000.0b'FHAG'\n",
|
|
"315.0_325.0b'Ke'\n",
|
|
"600.0_500.0b'MB'\n",
|
|
"16.7b'TILT'\n",
|
|
"280.0b'K'\n",
|
|
"500.0_250.0b'MB'\n",
|
|
"40.0b'TILT'\n",
|
|
"3048.0b'FHAG'\n",
|
|
"400.0_200.0b'MB'\n",
|
|
"300.0_310.0b'Ke'\n",
|
|
"270.0_280.0b'K'\n",
|
|
"1000.0_700.0b'MB'\n",
|
|
"45.0b'TILT'\n",
|
|
"850.0_500.0b'MB'\n",
|
|
"2500.0_3000.0b'FHAG'\n",
|
|
"609.6b'FHAG'\n",
|
|
"0.0_8000.0b'FHAG'\n",
|
|
"295.0b'K'\n",
|
|
"4.3b'TILT'\n",
|
|
"295.0_305.0b'K'\n",
|
|
"330.0_340.0b'Ke'\n",
|
|
"270.0b'K'\n",
|
|
"4000.0_4500.0b'FHAG'\n",
|
|
"280.0_290.0b'K'\n",
|
|
"925.0_700.0b'MB'\n",
|
|
"0.0_1500.0b'FHAG'\n",
|
|
"260.0b'K'\n",
|
|
"10.0b'TILT'\n",
|
|
"3500.0_4000.0b'FHAG'\n",
|
|
"325.0b'Ke'\n",
|
|
"285.0b'K'\n",
|
|
"290.0_300.0b'Ke'\n",
|
|
"7.5b'TILT'\n",
|
|
"1828.8b'FHAG'\n",
|
|
"280.0b'Ke'\n",
|
|
"500.0_450.0b'MB'\n",
|
|
"305.0_315.0b'Ke'\n",
|
|
"250.0b'K'\n",
|
|
"4500.0b'FHAG'\n",
|
|
"1250.0b'FHAG'\n",
|
|
"0.0_10000.0b'FHAG'\n",
|
|
"4500.0_5000.0b'FHAG'\n",
|
|
"250.0_350.0b'K'\n",
|
|
"270.0b'Ke'\n",
|
|
"275.0b'K'\n",
|
|
"315.0b'Ke'\n",
|
|
"500.0_300.0b'MB'\n",
|
|
"350.0_300.0b'MB'\n",
|
|
"750.0b'FHAG'\n",
|
|
"19.5b'TILT'\n",
|
|
"2000.0_2500.0b'FHAG'\n",
|
|
"850.0_700.0b'MB'\n",
|
|
"350.0b'K'\n",
|
|
"265.0b'K'\n",
|
|
"6000.0b'FHAG'\n",
|
|
"8000.0_9000.0b'FHAG'\n",
|
|
"0.0_0.0b'SFC'\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 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >,\n",
|
|
" <DataTime instance: 2018-09-06 13:00:00 >]"
|
|
]
|
|
},
|
|
"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 13:00:00\n",
|
|
"Model: b'RAP13'\n",
|
|
"Parm : b'T'\n",
|
|
"Unit : b'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": 10,
|
|
"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": 11,
|
|
"metadata": {},
|
|
"outputs": [
|
|
{
|
|
"data": {
|
|
"image/png": 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w4ADJyclUqVKF3r17s2DBAn744QdUKhUvvPACMTExpKen07x5c8LCwliyZAnNmzfn+vXrPPvssxw4cMDu8jtDhgzhp59+onXr1owcOZJt27aZp8X/LSjFDgoKCgqPONHR0fz+++/cunWLNWvWMGvWrNI2yUzr1q3ZvXs3sbGxBAYGUrNmTYerHIUQHDp0CK1WS8OGDUlOTmbfvn1ERUWh0Wi4dOkSly5dwt3dnXHjxtG+ffsSvZZGjRqxatUqbty4wcGDB6lSpQrNmzcv8xWUgYGB7N27l+3bt/O///2PuXPncvnyZQD+/PNPWrRo4VC1sj08PT1Zs2YN8fHx7N69mxdeeIHPPvuMkydP0rdvX7p164abmxv//e9/6dKlC+vWrUOj0VC3bl10Oh0///wzzZo1Y/z48TRq1IgmTZoAcO7cObKzs1m6dCmjRo3i22+/pUePHsXik4cJpdjhIeJRS9IuLhS/2Ebxi20eNb/ExMTwwQcfmBP6a9WqhZ+fHxUqVKB8+fL89ddfRERE0KtXL6pVq0bbtm0JDw/P08/D5pecnBzGjBnDnj17UKvVREVFmbfk8vf3R5IkatSoQd26ddmzZw/Hjh1j9+7dhR7nYfNLcWAppL29vUlLS6Nu3bo8++yzdO7cGTc3Ny5dukRqaipVqlShTZs2hRJ6er2eI0eOsHfvXr777jvUajX//e9/81RJ37lzh5s3b1KvXj2++OILfvrpJ6KioqhcuTLTpk0jMTGRMWPGUK1aNWJjY3niiSfYsGFDsfmhKJRGsYMSkVNQUFB4iElISGDp0qVUrFiRIUOGEBQURPny5UlISODOnTv07t2b//3vf3h5eZW2qcWGTqdj6NChZGRkcPLkSdzd3dHr9Tg5OeVZ0uPvv/9mxowZ5r1JHwXCwsL4888/AQgODqZhw4a8//771K9fv1j6P3XqFMuWLWPJkiXUrl2bVq1asXbtWr788kvWrFlDdnY2L7/8Mn/88QfXr1/n6tWr/P777+alXwpCo9HQrl072rVrx9SpU/n111956aWXCA4Opk+fPuYq5/Lly1O+fHkAxo0bx7hx4zAajfz666/MmjXLHOncvn07jRo1KpZrfyhxNJnuQT5Qih1s8m9N0i4IxS+2Ufxim0fJL5s3bxahoaHC1dXVXH3YtWvXIvX1sPjlxIkTok2bNuKpp54SWVlZdttFRUWJgQMHCl9fX7F48WKbFamOcD9+OXfunJg1a5bo06ePCAkJEb169RIjR44Ur7zyivjqq6/EP//8U6RKzfPnz4uJEycKLy8v89/9q6++Erdv3xbx8fFFtteW/f7+/qJ+/fqiS5cuAhCTJk0SQuT2i1ywsHbt2iL7OSMjQ3zzzTdi1KhRwsfHR8yZM8dmdbWMwWAQCxYsEP369RNfffWVaNu2rejXr58YMmSI+Pvvv4tkQ3FQGsUOytTqQ8S/McTvCIpfbKP4xTYPq1+EECxatAh/f386d+7Mq6++yo8//sjChQtp2rQpFSpU4NChQ3Tq1KlIa2g9LH6pWrUqAwYM4NNPP7W5oG5sbCxLlixh6dKlvPrqq0yaNKnIWzZFRkZy6NAhduzYQWZmJr6+vrz66qsEBgbaPUcIwffff8+iRYu4du0aQ4YMISwsjBo1ahATE0NcXBzx8fGcOnWK/fv3ExcXR0hICE2bNjU/QkJCzHunGgyGfBcOjo2NZePGjaxYsYKzZ88ihKBTp06MGTOG7t27o9FoinTtMjk5Ofz9999cvXoVg8FAx44dqVixYp73y+7duxk7diyVK1emT58+dOzYkebNmxdqz1iZ6Ohonn76aerWrcvy5cvz7UOv15sjc7Vr1+bSpUvMmDGD999/v9DjFgfK1KqCgoKCgk2EELz55ptkZmbmev3xxx+ndu3aAOafjzLz589n8uTJhIeHk5yczNmzZ/H19cXPz49Vq1axbds2nnnmGQ4fPnxf/ti4cSOjR49m0aJF9OjRA7VazT///ENoaCjr16+3u33Xd999x5w5c5g3bx49e/bMJcKaNWuWp31SUhKnTp3i1KlTHDx4kKVLl3LixAm8vLyoXr06586dw9/fn+DgYFq0aMGIESP4+++/2bRpE7t37yYpKYmePXsyY8YMunfvjl6vZ9WqVcyePZsXX3yRt99+m5EjR5qFYWFxdnamSZMm5gIDe3Ts2JGTJ0+yceNGIiIizLtYdOvWjTp16lClShV8fX2pXLmy+eHm5mazr4CAAH777TcGDhxIYGAgffv2ZdSoUbRo0SJPW41GQ3R0NHv37iU2Npbq1aszaNCgIl3rw4oi5BQUFBQeAnQ6HSdOnDDf0N98800GDRrEkiVLzHuP/hsYNmwYkZGR9O7dm969e9O4cWMOHz7M2rVr6dWrF0uWLLnv5SeOHz/OCy+8wJYtW0hPT88VYYmLi2Pnzp12hVxkZCSDBw+mT58+Do3l7e1Np06dzEuUpKWl4enpSaVKlfj6669p2bIlV65c4fz580RERNCgQQMAZs6cyebNmwkKCsq1M4JareaFF17ghRde4NixY7z99tu8++671K9fn5YtWzJv3rwS2/tUo9EwaNAgs5A6d+4ce/bs4cqVKxw6dIhbt27leqjVakJCQnjqqado2rQp9evXx9fXF0mScHd3Z+vWrWzatIknnniC7Oxsli1bZnNcf39/hg4dWiLX9DCgCDkFBQWFMsz+/fvZvHkzH374IQAhISHs2LGDChUq2F1b61HnvffeY9asWSUmSLZv386zzz5Lq1atiIiIML9+6dIlNm7cyKZNm+ye27JlS/Net0XBw8Mjz981MDCQwMBAevfuzfvvv8/OnTvp2bNngVtbtWjRgi1bthAZGclff/3FoEGDaN++Pe3atcPHx6fINjpKcHCw3f1UhRCkpKSwe/dutmzZws8//8zZs2dxcnIiPDycwYMH06FDB+rUqQPA22+/naePbdu2kZiYyJAhQx74vrVlCWVBYAUFBYUyzIYNG8wiDuDMmTMO7YX5qFNSIg5ApVJx7do1UlJSzK9duXKFDh068NZbb9mcIpXp0aMHkZGR7Nixo0Rsc3FxoXfv3oXanzQoKIh33nkHgA8//JDAwEAGDRpEbGxsidjoCJIkUa5cOfr168fnn3/O3r17iY+P5/DhwwQGBjJz5kwqVKhAy5YtqVu3bp6pYYPBQK9evRg2bBiVKlUy7zf8b0QRcgoKCgplFL1eT2hoqPn5zZs32b9/P3379i1Fqx59nnnmGVJSUqhZsyY3b97k9u3bDBkyhJdffpnx48fne66rqyurV69mxIgRDB8+nCtXrjwYowtgzZo1XLp0iUOHDnH9+nXKlStH9erVGT16NDNmzOD48eOlbSKSJFGzZk1ef/11Dhw4QGJiIrdv3+b8+fNUrFjR3C42NpZ58+bRv39/fH19uXPnDlOnTiUxMbEUrS89FCGnoKCgUAZZv3499erV4//+7//44osvSE5OpnLlyoSGhhYqGqNQePz9/dmyZQsnTpwgPT0dPz8/WrVq5fB2YR07duTChQvUrl2bWrVqFctWV/dLo0aNqFWrFgBGo5Gvv/4agNu3b/PZZ5/RokWLMhfV0mq1NhcaPnDgANOnT+fKlSvMmDGDzz//HJVKRZs2bUrBytJHyZFTUFBQKGNcuHCBAQMG8Ntvv9G1a9fSNudfS40aNahTpw56vb7Q53p5eZGYmIi/vz9jxowpAeuKjpeXF3q9HrVazU8//WTO+SuoMrWs8OSTT7Ju3TpWrlzJzJkz6dKlC0II2rZtW9qmlQrK1zoFBQWFMsTly5epV68e5cuX/9dGGB4Vrl+/zv/93/+VyalwtVoNmERRv379ANO+qg9DAY0kSYSHh/PLL78QGRlJ69atad26NV9++WVpm1YqKBE5BQUFhTJEWloaFStWJC4urkQT+hVKlujoaI4dO+bwdGxp4eTkxIYNG/j5558ZO3YsSUlJeHh4UK1aNZo1a0bbtm0JDg7GycmJ69ev4+PjQ8uWLc3nx8TEkJmZme8iySWJr68vr732WqmMXVZQhJyCgoJCGSEmJoYnn3yyRNf6Uih51q5dy0svvcT06dPp2LFjaZtTIJIkMXjwYHMla2ZmJteuXePo0aP88MMPXLp0iezsbPz9/fnnn3+YOnUqTZo04dixY3Tr1g1Jkvj222/p3bt3aV/KvxJFyCkoKCiUARITE+nSpQv/+c9/eP7550vbHIVCcPXqVXbs2MG6deswGo1s376dgQMHkp2dTWhoKD/++CP+/v6lbWaBSJJE9erVAdPadZ07d87TZtu2bTz55JPMnTuXBQsWMHXqVNLS0vj0008VIVdKKEJOQUFBoZQRQjBixAh69erFtGnTStschUIQExNDzZo1zc+ff/553n77beLj43n11VeBkl3z7kHTs2dPYmNjOXToEBcuXKB///5cv36dL774orRN+9eiCDkFBQWFUuSLL75gw4YN3Lhxg/Xr15e2OQqFpFq1akRHR1OxYsVce4cajUbWr1/PjRs3GDNmDFu2bClFK4sXb29vXFxcWLZsGVlZWRw/fjzfje3BtAft9OnTadCgAZ988glBQUHFZk9mZiY//fQTWVlZPP3003h6ehZb3w8DDlWtSpLkLUnSz5IknZMk6awkSaGSJFWQJOk3SZIu3P1Z/m5blSRJKyVJ2i9JUsO7r4VJkiQkSepn0ecmSZLCSuSqFBQUFB4SZs+ezZYtW9i2bZu5klDh4UGSJPz9/fNsAK9Sqdi5cycA4eHhpWFaibNx40amTJlSoIhbs2YNU6dOZc2aNXh4eBS4qHJh+fvvvxk5ciRjxozBz88v3y3UHkUcXX7kE2CbECIYaAKcBd4Adgoh6gI77z4H6A4cAgYAr1r0cR14qziMVlBQUHhUmDlzJoMHD8bX17e0TVEoZmrWrEmDBg1ITU0tbVNKhAYNGrBy5UqMRqPdNkIIhg4dSqNGjRg9ejTHjh3jjTfesNu+sBgMBj755BPc3d1xdnYmJSWFFStWFFv/DwMFCjlJkryAjsByACGEXgiRBPQHZG+tAOSvHE6A8e7DMjHgFJAsSVK34jFdQUFB4eFn1apVDB48uLTNUCgBXF1dmTlzJlOnTuWHH354KNZos4U9uydPnsyWLVs4d+6c3XMlSWL58uV069aNb7/9lqioKLp1Kz4Z8OGHHxIdHc3t27fZvHkzAOfOnePatWvFNkZZx5GIXG0gDvifJEknJEn6SpIkd6CyEOIGwN2f8tfJ7UAnYCPwf1Z9fQDMcMSwtWvXIkkSkiSxcuXKh/YfQEFBQcEeycnJHDx4kD59+pS2KQolhDzl+vTTT7N69epStqZoqFQq8/1Yfhw7dozatWszaNCgAvPdnn/+eaZNm0bLli2LdXu5c+fO8fHHH7N69WqeffZZevToAZhy+Fq2bElkZGSxjVWWkQoSSJIktQQOAu2EEIckSfoESAEmCiG8LdrdEUKUt9NHGDBVCNFXkqQ/MYm5acB8IUSEjfZi4cKF5OTkIEmSWcQ5OTnRtGnTolznI0FaWprNfef+7Sh+sY3iF9uUJb/odDqioqJo2LBhaZtSpvxSFkhLSyMyMhI/Pz98fHxwcnIqcl8Gg4GTJ0/SuHHjhzIPMjMzk7S0NIxGI0IIDAYDrq6uJCUlkZmZSf369R/o/r8Gg4H4+HiuX7+OWq0mJCTEbJucr3f27FlycnKoV68eLi4uD8y24vo/6ty5M0IIx8qdhRD5PoAqwBWL5x2AzUAkUPXua1WByHz6CAM23f29O7AN2ASE2WkvMjMzhYeHh5g8ebIAxCuvvCKWLFki/s3s2rWrtE0okyh+sY3iF9uUJb9cvHhR1KpVq7TNEEKULb+UNnv37hUqlUoA4ocffhBGo7FI/WzevFlMnDhRqFQqUadOHZGSklLMlpYe8vtlwIABYunSpQ907BEjRoj+/fuL8PBwAYgDBw7kaQOIli1biqZNmwq9Xv/AbCuu/yOTPMtfn8mPAiW0EOImcE2SJDl22gX4B9PU6ci7r40ENjgoHHcA5TEVTdjF1dWVoKAgXnnlFfz9/fnwww8ZN26cI0MoKCgoPBSo1Wqys7NL2wwFK1atWkX16tXJyMjA19e3SOvAJScn88qSS1P7AAAgAElEQVQrr3Dt2jWMRiNRUVGPXMQzJSWFo0ePUqtWrQc6bkJCArGxsUyZMgWj0WhzT2IhBAcOHMDPz4/GjRsTFxf3QG18kDgaC50IfC9J0mmgKfAhMAfoJknSBaDb3eeO8l/AL78GTZs25cKFC0yaNImPPvoInU5XiO6LzqeffmpOmFRQUFAoSSxTRxTKDosXLyY6OhpXV9ci97Fy5UoiIyNZsWIFer2eq1evPlILAwNs3boVLy8vKlWqxI0bNx7YuHv27OHIkSOEhYWhUqmIjY212S49PZ0///yTc+fOceLEiUdWzDkk5IQQJ4UQLYUQjYUQ4UKIO0KIBCFEFyFE3bs/E/M5P0II0dfi+UYhhCRs5MfJnDhxgmvXrtG/f39WrlyJv78/3bp145NPPuHvv/8mKyurUBfqCBs2bGDSpEl8+eWXxd63goKCgjXJycl4eXmVthkKxcy2bdtYs2YN9erVw9nZGbVaTUBAQGmbVeyEhITg6elJeHg41apVIyUlpUTHS0tL4+WXXyY1NZVhw4YRFRXF+PHj0Wg0Ntu7u7szdOhQAHr06EGDBg04fvx4idpYGjy47MQi4OXlxahRo9i8eTOxsbGMHz+e06dP079/f7RaLR06dGDHjh35rmED9kunrd908vMNGzbkW06toKCgcL+kpaUxYcIE6tevX9qmKBQj7777LuPHj2fSpEn89ddfeRYKfpRo0KABBw4coF+/fgQHB9OgQQNiYmJKbLxr166xcOFC2rdvz+TJk6lduzaLFy/Gx8fHZntnZ2dGjRrF4sWLmTFjBvHx8XTp0oWtW7eWmI2lQZkWcpZ4eHgwYMAAli9fzsWLF/n111/p3r07b7zxBiEhIfzyyy82zzMajahUKqpUqcLEiRNZvnw5WVlZxMXFUa5cOX7//XdzWHb48OE89dRTVK9enblz5z7Iy1NQUPiXcfnyZXbv3s0vv/xCUlJSaZujcJ+kpqby3HPPsXbtWg4dOsSQIUMeygpVRxFC8Nlnn5GUlMTZs2eJjo4mJiaGtWvXkpKSQkxMDLdv3y628SIiIsyrVuzdu9eh3SGSkpIIDQ1lwoQJfPDBB+bXevfuXWAA6KHC0aqIB/kwmeUYRqNRbN++XdSqVUt8/PHHeaqLNm/eLIBcj8cee0x8/fXXuV6Li4sTQgixadMmUalSJeHh4SH27NnjsB0PAqWqzDaKX2yj+MU2Zc0vY8aMEW5ubuKtt94SBoNBGI1GcfXqVXHq1Clx5MgRceXKFZGZmSlSUlJEdnZ2idlR1vxSVnDUL127dhUjR44UaWlpJWtQKXPp0iXx3nvviS+++EIAokaNGgIQvr6+Qq1Wm++fVatWFd7e3iIsLEycPHmy0OPo9Xqxfv16cfjwYfHTTz8JQJQrV04cO3ZMZGZmFtn+/fv3C0B4e3uL6dOnF7ki2R6lUbVa6qLNplGFEHIyFy9eFA0bNhT9+vUTe/fuNb9uMBjEnTt3RFxcnPjxxx+Fr6+vAIS/v78ICQkRgNi5c6e5vdFoFO3btxe9evUSPj4+Yt++fYW2paRQPmhto/jFNopfbFPW/GI0GsXly5dFWFiYKFeunGjWrJnw8fERISEholmzZsLPz09oNBqh1WqFj4+PuHDhQonYUdb8UlZwxC8JCQnCzc2tRIV2WeGbb74RgJg/f75o27atAESLFi1ERESEyMnJydVWr9eLZcuWiSpVqoisrCyHx0hJSRGNGzcW7dq1E/7+/gIQgYGBIjo6+r7tNxqNIjIyUpw7d05UqVJFbN68+b77tKRMLj/ysFCnTh2OHj1K586d6dGjB+PGjePEiROoVCq8vb3x8fFh8ODB/PzzzwBkZWVRu3Ztli1blitEK0kSEyZMwGAw8PbbbzNp0iTS09PzjHfq1KlHbp5dQUHhwSNJEjVr1mTXrl1IksSJEye4cuUKp0+f5vjx41y7do2srCwyMzPp37//v25D8IcBd3d3ateuTWBgIIsXL0av15e2SSXGyJEjMRgM1K9fnylTphAdHc3Ro0fp1KlTnkWT1Wo1Y8aMoWHDhkyYMIELFy7YvJ/KZGVlcebMGUaPHk2zZs3Yu3cvJ0+epFq1aly8eBGtVnvf9sfFxbF+/XpGjRqFl5cXt27d4rfffiMjI+O++y41HFV8D/JBESJylly7dk3MmjVLBAQEiBYtWoiPP/5YXLp0SQghzNMWBw8eFHXr1hVt2rQRgBg2bJh46qmnxLfffisyMjJE1apVxe+//y4GDx4smjdvLt577z3xxx9/CKPRKI4fPy4A8fjjj9+XnYVF+cZsG8UvtlH8Ypuy7BdAdO7c2e7xnTt3ilq1apXI9F1Z9ktp4qhfjEajOHLkiOjRo4eoXbu2WLJkibh161bJGleKFOb9EhMTY54abdKkiXjnnXfEX3/9JYQQQqfTic2bN4v+/fsLd3d3ERQUJCZOnCju3LljPn/cuHHC1dVVGAyG+7J5zpw5uVKq3NzczDNz33333X31LVMaEbkCt+gqDSRJEsVhl8Fg4LfffuPnn39m48aNNGjQACcnJ06fPk2FChWoXLkyvXr1YuvWrfj6+tKrVy8WLlxI3bp1iY2NRaVSceDAARo3bszp06cBCA4ONle06nS6B7r1R0REBGFhYQ9svIcFxS+2edj9MrTTvWRkTab99be0aY71p8kw9fHYqxEcXhCGNg10dtZn1buJPOflh2X7/LA3nszKIyp6BP9JZc8OecdwFaRUMnLk9EiM3t54Dp1n6tOteJK236x4hNkJrczPtRn2J2w0uns+0WvtX/vll92LxbbSpCj/RxERESxdupRt27YREhLCK6+8Qnh4+CO1jlxh/PLee+/xzjvvcPbsWXOV9hNPPEG9evVYvnw5DRs2ZPjw4QwdOtTmcjxyFM/dvejvJ51Oh6urKz169OC7777j+PHjNGnShFWrVrFw4ULOnj1bLBXGxfW5e3eNSYfeMM73PVoZxsnJiZ49e9KzZ0+ysrLYunUrBw4cQKfTsX//fs6fP09aWhrh4eFs3bqVZcuW0bVrVw4dOoSnpyejRo3iwIEDnD59Gk9PT9LT07l8+TKBgYGEhoY+UBGnoFBWGNrJiM5DoHe1fwPXZEpo0yTz7zKyGJGPWx/TeVj06YG5j8KiyZDM4sryd0sKElVmu9yEWcxZ92Ovb3vkJx4BhrfUo5JsfyxrMiW84lQEN1/AgV+b4HFlJFLNhmgzVDbFXJYdgeWic8ynOjejXTEnizeNTkKjk+yKuVofp5vbWZ5X3JQ1wRgWFkZYWBh6vZ4tW7Ywffp0Fi1axOzZs23uQvCootPpWL9+Pe+88w5t2rQxV50uWbKE8ePHM2LECE6cOEGNGjXy7ed+BJyMVquVZ/w4e/YsEyZM4OLFi4BpmZLg4GA+/vhjBg4ceN9jPWgeaSFniYuLC/3792fChAk8/fTTrFmzhj///JPhw4cD8MMPP/DPP//QvHlznnvuOU6cOMHkyZN56aWXiImJYf78+fz999888cQTXLx4kcTERIYMGcJXX33FhQsXyMnJISgoiHLlypXylSoo5KXCihRcdFKuG7N8c9Wmq3I9t0SbLuURZfpKpg/DXKLL8py7bW0dl8WI/Ht+59trYy0g9a732snROUtxJf8u/xRFyAzOT6zZE3n2yE/M2RNx5rEyJarf8CWwzlRubZ9PpZHfoNcKu2LOFrLAc0TQ5SfmwHFhVlICTkYWjJbYej/bwpZtxSUMNRoN4eHh9O3blxUrVjB48GCeeeYZ5syZ80hF5yw5cuQInTp1IjMz0/yam5sbO3bsICEhgcqVK3Pw4EEAFi5cSIUKFR6offHx8TRo0ACA//znP4SHhxMYGEh8fDwDBw5kz549VKxYkSeffJKGDRs+UNuKyr9GyIEpVDlw4EDWrVtHgwYNeO6558zH9u7dS0JCAgEBAXz99dc0bdqUo0ePUrNmTX755Rdq1aqFv78/FStWJCEhgcTEROLj42natCmXLl0y9zNnzhymTZtWClen8ChT9bhpkU199r2bqk5n+l2rzX0D1+lU6LNUzNXl0G1DIuosCS25k5DBdAPT6CR07ka06apcURZzX+4CnbtA75o7upZfNE4+ZikACxJn1lhH6gBzFNBaIMp9+0Q7ofNwfKq1OChMNM6SgiJz+aHJlKhT5T9c3D0Hv0vRUFveMcBxMQf2I3bWWPeZn7BzhPwieMWJrfezo1gKw1eqGxllQyjm5+sbL3rmeu7s7Mzo0aMZMGAA3bt35+WXX+bjjz9+JMXcmjVryMzM5MUXX2TAgAEEBwebI26enia/dOzYkcuXLz9wEQfg4+NDdHQ0fn5+ufwfFBREREQE69at49q1azRq1IhTp07RuHHjB25jYflXCTmATz75hMGDBzN9+nQWLlzIt99+S9OmTdFqtWzdupWEhARmzZplbj9jxgyEEFy4cIF69eqxZ88es5r/448/mD9/PlOnTgVg6NChvPjii6VyXQplnworTDuHyJExjU5Cm65C525ErxXmG0OWVqBzNZDtIsDVgFe5HDTqeyJOFnAAXp45ucawFHpYpFdYR+OskcUc2I5Q3BN9Am266acttOl5p1NlChJwmkwpTxt5KtZavFkLSTnK56iIyy8HTj6WUumeaNSmSXjFFe9N937EnFrtRUCDyVz9fRI1ntlAloe4K1juvkfcjLjoJIfFWmGwFDBFEXUPQsTZG8+WqHNk2lcYckDl5LDwqros1Y7vnTE+/wun5oWz4vw7BDSfnsuGI/Mf/nSdBQsWsGDBgnzbODk5UbNmzQdjkA38/f1tvh4cHMybb77JsWPH+Pzzz6lVq9YDtqxo/OuEnCRJdOjQgd27d/P555/z3HPPcfDgQTZu3MicOXNwcnLC2dmZbt26UblyZT744APGjh3Ls88+y4YNG6hfvz7R0dHmffPkTZU9PT1ZvXo1q1evVvZP/JfQZIYOMIkgwCzKALMwSy5vIbRcQZtpiozJH9wpFQ02v9lrM53QZgJJzqRkOqHxzs59XGtEo859nj5bZY7GcXccdZZkHtPWNFnum5ftCIM9gSeLu3vt7ok46/w4SyGWn6DTuwq7x20d84pTmadrrUWcpUjKT+BZR9VSKglu1zJYnGu6noKiffJ4DyIi6BWnolHl1/nj+kYSj3+Fe8fRuY7LU63y9Kkjgs4o5W1X0PSr/N693yido+QXBXPEhoJEnS1Ejp6rr3njM2w5Hi2GOHROfqjcvXGfsorkt0JJbPkMFYw1zcdaTc0y/x+Z7SwgvWDP57b3GVUoHFFRUdy+fZstW7awbt06VCoVjz/+OAMHDmTatGllOnr6rxNyMpIkMW7cOPbs2UPNmjVJTU3F2dmZ559/nhMnTrB3714qVqzIu+++y4gRIzh58iTz58/no48+wt/fn7Zt21K/fn3Gjx9PbGwscXFxLFy4kH379pnDxwoPF3LETEbnasj1XBZEAOUSndC4S2aRYyl2dG7G3FG1u3gmOeeKjFkLI/l1bQbmPlK9c8wiznIKtSARp86SkCx2B8rSClx0Ur43XvsRiXtC1V47WyIOcosv66iareib9TmWbWz9bplzlx9FmXLVuwpSKhrxSlDZjBYWB7JNRYnMuWVoaF3/G/7c1Yl6DQaS4+Oda9rSMm+uqNE5R/PpHoSgK2jauLCRQocjgzlZAKh96znW3gFU5avh0m0scZvfxG3Q94DKdrTQzv+IZUS81VSTfbYEoK0UCEX42aZXr15cuHDB/FySJI4ePcrRo0d57rnnqFKlSilalz//WiEHpj/UqlWrGDx4MNu2baN9+/bUqVOHjz76iMjISMaOHUtkZCQ5OTmcP3+esWPHkpyczNChQ9m/fz9Dhw4FYMSIEXTp0sVc9apQdrAWZ9bkEmsWETP5dVmIqbMk8+uWgg7uCRydu9EchbMUcPL5llOqgMVPU395RKB3DhqXuzfIQoo429doGsdS0JmvIePelFxeZAFnMAsF2Xbd3ZxwvdZ0XZpMCZ2HsCvmAPNxy1w6W1jmxlk+l8WiHI0rTu5F1SSuB2WTUsEAqM1iMT9BeD+RuKJOs7pUCsbVO4iMmCNofLrlOS5y9OTcOEd29CkMcZfJyU5Gci+PqkI1nOu1RVW1nkORBksRmJ+osxldfkDROms7imtcSetJwJw4VBrXXK/nV2DiiGjW9plCyuvN0cWeQluumem19LxfVqzFmKWIsxZvltgScTp3YRZ+BfEoTPMWhvPnz5OQkICTkxNpaWn4+/szbNgw+vXrh6+vb2mbly//aiEHJjHn6urKa6+9xvLlyzlz5gwpKSm8/vrr/PLLLzRr1ozy5cuTkJCATqejXbt2hIWFkZCQwMmTJ9m3bx/Z2dnEx8fTtWtX2rZtS9u2balTpw6BgYFlOhz7MKPeEWf+fW6mgW474syiR0afpQJvJzyTbL/NrSNullgLMVm8WU6NygLOPJ5W2PwAlyNxXol5Cw7k8+DeTdA6kmcPe1Op9pCvV+dKHjFqb1rV0i4TeaNyljlGKT7GXDcXWdBZizZZzOk8hPl3WwUOttC75haK9nBUWFmKM72raVr1noh7cBRFzF1L3EBmahQuFetiNOSQdfMMuuvHybh1An3MKbJvnsW5Qg00fk3Rlq+L8PTFkJFI1rnDpG34CDRaNG0Go2kzCOo6FqFyVNTJ3G9OXVnAWsTB/a/fJ2lccX3sKdL+2YR3aLM8x/P7HwDbIs5WFM5ePqt5HDvTzdaCz3q84aGC95/LZuc3ah4VKlasCJiqjbt3787+/fvZvn07K1eu5OOPP6ZeveKLyhYn/3ohB5Cdnc27777La6+9Rnh4OO3atQNg+vTpvP/++6xcuZKgoCBmz57N6NGjqV+/Pk8//TS//fYbzZo149KlS3h5eREZGcmFCxf48ccfiYyMZO/evea+FBzH7cc7eYXMXREiizWNxZdFp2wjXuVMuWjWkSlrwZLfFJPcNtU7xzweFufLQqjcnbz/NnI0Tu5Hm3lvPDDdwByZyrG2TZ+lyiVQ5WhcQVE4W2S7iFyRRdlWW+Na2m4PW1NBuW4KNqJzlhRUwCDjFacipVLBN83CTp/qPCClkpH4AEOum51XvAqvBCdzzqPPdSeHpm8fJEZjNvvPPkt03A8ARC4xLZOg8a2Pe9XH8KrSFNegZ3H1DUGlcc+T0K9zNyKEIC3uGMmn15A67wkMM6eRtnoxTlXroapcB6eqdXHyD0Fytn+jLuxadYUVdcW12HFxc792yf4x+oegP7Tp7hdDx770FyYKV5CIA9uLO9v635b7sh6/y3PZNqd8c9mlFZz64P6313pQuLm5sX37dgD0ej2LFi2iTZs27Nmzp0wuSaIIOeDrr7/m66+/xs3Nje+//x5nZ2fzAoTPPPMM06dP57fffmPfvn28++67BAYGcvHiRVq1aoWzszM3btzg6NGjvPTSS0ybNo233nqLFi1a8NZbb/Haa68RFhZWLAsaPgpYTnVaT1+asY7oW4k4GTnh3ylTUM4zm+RUtUPCRhZzeaNSFlE6GxEuc1QuQ5VrOtVW//JNytGFUHPd4DKdAAPZOJmvXadT5VlmxBJLH9q7dnWWlEvMQe6opC1/2CN3kUPeG7L8gV6QmHMksmZL4NmbUi2MmJMrYm8HmL4EWE4Z+15xsruoseVYMsVR4FCYaFxm9k1uJG6lXqUxNKjzHpdTf6ZSrUFoXCrea5QGOizW03O1rDg2/c0k35Z4dm1JVp95qH33UC7Qncyk8xiOb0Mfu5Cc+MuoylfDqVoQmrZPo275RKGnYmWsxV1xibTCrKFXWITRQPat86TsPoprg14YM5Nx8W9WpDFtiVtn30AyEi8WmHdqTUHROnBMxNnDupDJVr9GVW47dO4i3885uTjMEusxSnM6d82aNQwdOpStW7fSs2dP8+sajYYJEybw3//+Fw+PIpaZlzCKkINc23J07dqVESNGMGXKFK5evUqzZs2YOHEiixcvJjY2lpdeeom33nqLJUuW8OGHH5KZmcmZM2eoXbs2p0+fZtiwYQQHB3Ps2DHKlSvHlClTaNCgAatXry6W7T/KMlWXpQL3Eust88EA01TV3S9lNkWcdRTMhoDTao2U88xGozag1ZiOS3GQeTfPzKtcDjoXo1nQZbvkoM6SKHfHOU/yt0yem46FHdbCB3LfgOScMcvcOF2WRJbW6e4YJh94JTjlqmjND+upVTkqZ7nsiHl8FyPm7bnv+k0+V5A3x6+gqVdLMSf/HQvCcukSa+T8OMu8OOt8ORlrUScvO2J90/KJzj9CVtjInGy7b7TKnHdnPdVr3X9+FKWwwlaf+U21urv4M7R5kumJAZq4jYdbpqeW/tJk3ssvlKey5ek3nbtAo3MyLSicrsKpmgsVGpnyfuX3qFGfQc6da6THnSBt4zyyfl+GdsB01MHtC3eBFC3q6yjFMWVrS7gYdOkI7yycvKqSuHE6mX9tImD2TVQuHvmKOUevS3JxR2Rn5tvG8n8mPwF3P8JNxjoHtiDkMS0/02x9ubXGsnAqv+lca0pS6O3cuRMwFT0ADB8+nKpVq1KpUiW0Wi1JSUlUq1atxMa/HxQhZ0XlypX5+uuvGTNmDKGhobz44ovUrVuXxMRE5s6dS/369alUqRLPP/88kydPpmrVqvz1118EBwezYcMG+vfvT1JSErVr10aSJC5evIhKpeKJJ55g+/btODk5HvUoa1RYkUKqdw5eVbLMYgpAn+1Eps6J+FoaPG+4kFo1i9RMU25auUSnezsIZKgAo/kD3VrEmRP7y+VeG80Sy3F1epMvDQYJfbYKjdqIq9ZAOc97ws5kn4p4b2fUSc5oM53sLsmQJ2fO1WBzahWcyNIa7hYNYK4utcbUvxGd270PrFwfeBY3AbnAIQ+ZpqicPuvejUqOzGm1JnEn+81a0FliLejsYWvK1dZNyTqvxpaYs3VjyS8CZ5k3l1LJSIqPXC177xzTMiN330/5LDfiCF5xEl5xzgQeNn0M2tpuq6A+LW2Qly1J8THiFa/C97JTgYUcMtY7U9jq39HrK2oBiGS0zPuU35vuUC4YTeUgvOsPIu3YGpKWv0SmR3lcOj2LumV/VB4VihzZLWy+nS2Ko2LWbpqA1gtN9RDcaQ0qZ4yZydzZ+gEZp36h0shv0dZsncuGwiJy9EhOtqtILacyC4rAFYeIk3F4WRZV3i+l8ueAI2JOpjALN1suz2Ivp7aoVblffvklb7zxBps2bWLKlCl89913APTp0wc/Pz8WL16Ms3PZlExl06oyQJs2bejVqxe1atUiOTmZWrVqERwczJIlS3jxxRcxGAz4+fkxd+5cRowYwaRJk1Cr1XTp0gWAXbt24ezszKRJk/jqq684f/48LVq04NVXX2X48OFlsgjCehsne0JDp1Oh07lQuZLp25NGbUCjNuCqNZDpo0fKVqFzMaLLknBxu7dIqV0sRdzd6VJX7b0bQ6bOySzULJEFpMEo5Wrrqr1ri4WYkyN1qVkqdHcFXb5RwXyQI1d2xRf3omqpmMTTvQjdPfI7X54GNV2UUy4fmcewitBp5EiklQC1xDLCmN90rK3qXLC/Fp2jm6ibbbUhNmQRZ28qVRZx9womcgsdW1Ew68V+tWmgyrH9ur2omDxWftg6Lke/rIkPMHC7psHst4JE3/2QX5+yv2Uk472ITN4IqxFQIz02HI+WQ0m+vB3dgdWk/DQL7ROvI574D5Iqd8W33XHtvDcdqfR0tGK2sKLO3ntWGI0IfSbJO/+PO5tnmuyM2oNLnfbcWtYfz9bPob9xBpV/A7yemluoMbO0guzsBFRu3neFj/2t8mxRGPEmix/ritfiFIC5x8st5uxF7C0pTCQwPzqMM3+lzVP8UZDIq1OnDpMnTyYoKMgcmUtPN+3q0b179zJ53wZFyOXL559/Tps2bahevTodOnQA4MKFC0yfPp3GjRvj7u5Oq1at0Ov1qNVqUlJSiImJ4dy5czz55JNs376d77//npkzZ9KuXTt69erFO++8w+HDh2nbti2urq7079//gb45Kh66Yf7dnCwPprwyVwnLaBPc+3C1VUmZnKqmnOe9hWplQZecqskjMuRlNfJwV6DYyv/SqA3os51yiTowCTi4J/BUkqnflFRntFpj7t0NLDCPUVlP6t3r1rgYsf7XltvpdCr0QDb3pmjN12Nxs7IWRNZ+Mj03IC//YcuX1kJK3tXBWryZ7bIqgpDJFZ3TCbDhclsVsflF7ApaS8xWBa8ltm6SlnlzlmLDMmKnTXPKddxWNM/eNKYcXbve0IDeVZimY29b9p33HG2aLG6s7HcTNoVeXhEp4XvZKVfU0NYSKzoPUy6Rzt2Izv3uDdVDnoLOa9c92+5dc2FxRCSqjLYT6XMLOyPgjG/1PuiH9yYtNZLklRPgwgHcx3xJVrmCKxhtCT1Ho3iOLlhcmAiZPdEnDDlcfz+Y7JlTubN5JpKzFpFjyvOqGP4RIieLG5+EARKq+CiHhZzlNeREHUFTxbRTkOVWefkVP1jnotnbI9kW1q87KuYsz5PbS1YuloWbrWicfG2WU7f2dpCBom2rlh+yzY5O3fbo0YODBw+yfv165syZQ0REBDqdjm+++aZY7SouFCGXDzVq1CAiIoJ58+YxYsQIwLThblRUFCtXrmTixInmjYH37t1LkyZNePLJJ2natClNmzbl4MGDhISEMHToUAICAujVqxcNGzbk3Xff5bPPPgMgOTkZT09P9u3bhxDCLBiLinpDovl3jXd2LoFkElf3PrQsp+vAUnAA3Isg5cnZSlKj8c7OFSHzdDMJuuwcFXiavhHFZ6lIBpLLW/Z/F4v8N+ttpiD31CiQR8zJxy1tyCXA7god+TW5nUZtEnr2Cgcs+9OojeBpEoj6LJWp+MAGjlSMAua14XJfiI1pUO+cu9ty3atQtbwuuZhDn4/Y07gYQUe+0TkzdnICbck8+swAACAASURBVK6Zl5E3auDIt20Z65uGLXEm76RQFPJG2mxPWdq1z4ZI8rotCyyRr4iSxRyY8vtu1zT51SvelHsn5/XJYk/OfcovH8/SLvka7nefVnvIN2br6I1lwY5lkY9GJ1FBHYz3yC1c3/Af0hY8ifvE79BXKldou+xF8QoSeMWRd2dP9Bkz05A8KyK5eeNcoxk5V08A4NFvOrELQk2N1C6QnYVH3zccss0SkZlK9q4VVBr8jX3bHFgzzjKSZWsdulxtrb5YyAUw1mPZskNuZyn+CrtvrrVILep2bfamVS3ttD5mOb69cYNmZ1gca0Q2LrgFHgJgxYoVtGzZko0bNxIeHs748eOLZHtJoAi5AggKCmL58uXm56+//jpz5syhT58+hIWFmUuRQ0ND8fLyYtasWSxZsoQtW7bQqFEj7ty5Q40aNViwYAE//fQT6enpjBs3jjFjxrB7926GDx/O7t27SU5Opm3btuzbt69Am9QbEqnTIJk6VZLRZTuTbVCRqXcmO0eFj7+rWXjIhQGZOifza7IIsI74aC2X70hSAwZSvUXuCJOrdWRMlUtguWpyAGfUzkY83bJx1Rq45eKSRzBaFy/APaFmmXcnP7eMwFmObQ+t1mjOH7NV7Wk9RWuJLcGo1VpMWVqhsSisKKigQPaj+RyrY+osKY+Ik5H/LnLflpWtevJW9BaIA1PIltxvUroj37Dzq24Fe9Oxd49l5D2myZDwuZpbyOk8TLk9trbTym9q1d5z2+1Nwsx847MSpsWxS8T9ROdkG+QCCHmKVWWUck1FWUdhcu0aYSHede4uVB76DXHbZ5DyWlOc6rTAuWYzDDXrofKvjxRQ3zztWliKEr3LT0AV5n2scvXC+8XvEPo9ZhEnab1I+/VDUwONKx7TNuFUviqqCtXJshX+toMxMYaMT0fiWvdxXAMey3Usv2rR/MQc2K90vfeFJndk2GY1dj6CzrK9dQRXLpwx9WH/88gR8WZrmtXW7jHWSxjJ9lsLWnu7XBRkq9q3Lr7jfyVl/1dkXNzFpNfeQuhS+H3vYd6ISMW19RBUHhW58WLp7uakCLlC0qhRI3MSZHp6Om3btuXkyZM899xzLFmyhA4dOjB27Fji4uL4+OOP+frrr5k2bRoHDhygdevWXL9+nXr16tG+fXs8PDxIS0ujXbt27Nmzh6SkJFJSUsz7tMrToPqVC0n/dS0LPlnGqI/TobbJFlnEqZ2MqF1NUTC1s5FUTzXJqRr02Sqz+DGLGfmGbyN5XqM25afptUZSkk1vjey762Da2mEA5OlVAFNEzstVj1ZtEoWumhzzVKvlume2InCm8fN+aFtPo9pDFj6yELOO6FkWQ8jIbVy1hnzHBszr1AF5N62Xo3ZJVtNKVjehgsSWLRGnz1aZ/hZWS6oUlIeUx45CJKBbYpkPmHtHCNtbClnjSBtbH7DWgk7+ILZXFJAf+eXRWUe6rI9ZCiVbxRD2x1PlEW8FnVNwtK94sXdzs1UhKUdhbC2nI4s6v86zyezwCqmx+8m5fgbD4W3of5mPSI5D1aA9TiEdUTVsj1Q96L7SSYpzarbAsSJ/g2b3/t9FVirOjR4n568/8Bi/AnWdloXqDyD7nwjSl76Ae+exVG31Wi5RbPn/Yk9QadOlfKNotpfKuSv0cqUu5M6RzE/s5Br/bh+SMe+XErkaWp75sdyH2hb5RcdsRRrtVpJb+cH6eS4bC3gPWNokf965NxmASu1K1rUTpB78BoRERsQyMvetxC3sBcqfqY5Lgy7o3Z2Z6WHkSYtlthJHlvy+64qQuw/kHLn9+/ezZMkSPvvsM2rXro3RaKRSpUp8+OGHNGjQgLlz5zJs2DCOHDnCoUOHaNeuHcOGDSMpKYmTM9/jqkZD5T2/cXb8JGqN+Q+V3p97V0So0aiNJC6Zh0v7LqAW3G6eBlkq4hJN63j4eucuXXfV5OCqycHTLZvsHJW5slOf7WSu5rRVSGA+X2ugnKeecp5OXLvu6lCk51acKa/Ar5LpbuOiulsU4WQ022eZNyeLKssCBmvhZYmceycXN1gLOkm6J8bkJUm83E1VrZZizBrrKKC9Ntb+km2Xr8Vsp8VUdn5RPzBtaSXn4MnFDD4++lxFGpYizhb55dHlvZC8CxyDRU5dVsHTo7lvgkbz1mKFxfJDNrc4k3ItVyK/Jrez/ClPYd7Dxg0t415RRL722FgPztY5jog4y35s5dvZa5vfMVlQ3m+Vbv42SEhGckU6rG/QluLB+gZs3nOYyrgG9IeA/qbztIJ0fQz6yD/JvLAb/a+fITJTUdUMQarRENGqC1JIR6QCqvkdrbbOc11F/AJjPr/bizi5HcJj2iZEZgrO9UJReVQgU52JwVmDgXvjOjKW/uDPZKx6A+/R/6NSpc5mvznyhcdWNK6gqVRr/p+9N4+To67z/59V1V1dPTPdPZkjk2Mm4YqEWw6BcAiI4HogXisu4sWqeHC4qCgLIirefBfFW1RQV3bXFfFWVBBBBRS5CSIkATI5ZjKTTHfPTFdXd1X9/qj+VH/q01XdPUlwF3/7fjzyyEzX9anqmvq86vV+v15v9e9KBXPdHtua1dA9LbJ9HJPbSei2kBRru1rZuH002wjGfy62iQOZ1pwoH2h8p8YQ2YPOwnnOaymc9C60tIXes4iZn32Y4vX/AsDQ5XeTMZ4Fyt9lUpvI3Qnw/g/I7UL4vs9znvMczj77bB577DH+5V/+hXPPPZezzjqLb3/729Trda6//noeeughLr74YlK5Xg4+83RqiyxufOw+csetYflil4pTI/eCE5l41j6Uf3MrYw0wUpDY2t6DVqPP7yC35VdkjzkeTdMolk0s02UwZ2Ol69i16NeZTkkpTNPFdozY2jMBHuRUqZkOgEWpHN1naWsmBAWCpXKqegjmBgtN08eaq4fHbtbNmeE+8oV6CITMtBeCTDPtRmvuCECZAFyqIlXX/QiIExHsoynGEMDWqRnh+vI1EseSjycDQQEogRaAWMi1AkIBPONYwHCfGQ8adYJiPXF+cb5xaog6QFl0Ir5LrRyTxm3H5DWYuzjTYHWSqlo+pQG30bGiuc/8tMKExjyg4x6wqtec/Jka8jrNiGchVPATl4KNbpO8TGy7UEDXLeCS1+2kxt2dIE6E7rZn6eSJOg7MiZAnRmsO8qzAXvVaWPVanJf71ItbmNv+IJVN91D91kfxZ99N+o0fxzvmBYljixPodFOb2i1z3RaE6Qbp/Y7HzroNix8XrUUi1f5Y/vbNeN/8EPX1dzNw3o0M9h6ayFLFCQuS2nHtTHSqP01K38rt9QA83e+q4wq0MnOCbRNpUHFPxYkdQrAnM8RdAFD13pSZzKSIMp2tpu+mrcGi0fD3xSd/iIEj3sqGKw/AvvdH9L7gwrb7l6NdH/CFgrz/A3K7ELOzs5x11lnh7wcffDAzJx7Bv1/9Df763rOpbxrnnp//PFyeGRlixctP5Mnv3Yw1Msjwi09m/Kovsed7zsGr16mNbwLfI6XVgCaQMAYH2f6lL+CuXsXEBe8CYI97/0rWykSACEDFSVGeT4fATYCbcL2cQ7EcPIQi9W0SoJMBU0s6s78WphDFbShYnWI5TbGcZnjAbgFJluniWAF4K6mskMJeqYCsE7MGAWiS6+rEPoK6PREpbMcg3+uQ73HIWU2ZukhTl+bNyBjEdVTHJ49RBYNivMVyGtvWQzAsK4Tj1LpqDaBY5sh1jRBum5esWsQ5y2MVat6kkJm8fKEeAMcG8KtlSezfqvrpyROY3ZMiv92IFMXHvSnHTWJJwC1pHflhnqSCVZksp8fHfxq7be0qwOqUQt2dAE4FbJ50m8dNlHEgr1vbmZCxmwO7dxk9S5fh7Hkq9qkXUX30dopffxv85nrSLz0P96Du0pWdlN8LibYgTE+2CeoUvj1H/UdX4/7ia2ROehOjp38ey+/rWiD0dAK4uL+1pH3LTK24B3w9RryUqJbVWwFRyzrxNXFqOFk/9JgMP2uowJPC7gUwsOaa9XKRzIDaGlFhm+PG7lh+8JzMLqfv9MuYvfEyMoe8GBYnjGEBrHE7kBcX/wfkdjKeu20tAGPveD0bv/gttHSKBx54AGtmGgC9Ok/vEYfzvOkH8Zwa6y/9GE99/XvohUVUJqapuz53HXM6eD718iyeXSU92E/l8SdY/89vY+/rrgkZopFz387mD12BXwtAyV7fvpZ5r4dCOgAiNVen5pqMb+tjYlsgLhgaaoCUnBOmN/NZj1IlYPEmprMUywEgk012gZCxamGPpBo6+TM1RSkAhQCSAujke50Gq+WFNXPCLkQFc7W6TmkuAFWCYUpqU+W6WqTeTY6Kkwr3J8aWTnmkjdb9VJxAqCHq/ATDWaqYEbYOaAHQ4hi2Y1AsmxHwFumV2mDgIFpvKJ+fmW6KVMy0RylmP2I9OVTAqR4jLmTfPpF6F2lfGdQJlq6r9FHDCLk04IbdLkSIfahtzBxLj6jZ1NZeKmCTJ5zSsBdh8WSFaLBNzBgXwKrJMbmn9B00xrGzKtK/JWjrJhoVEbGdNzr10oQu6yEbqSyhejVtA4ZPJPeePzHx68uofuAF6PsdA76PP7QEevJQncef3AhzRXBsmN4MY6vRxp4F/YvRRlbCwBKqlVlS/WMY+//P97f250u4d/yA+g8/S2qPwxi65Hf0WitjX2LiFKdxsTMArts+x91sE7uuMuZ294d63p1SxXER1wYs6b5T1ysNBhZQsXWFavs4Cbh1snopb3+A2RsvI3vMWdh334C3dF9m3n8m5rGvwXr+OWj9S6mU16F5g2i9rYrunX1JkOP/gFyHeMXcn8Ofq41XVruWIt2Yz1a8/fXs+aaXsfb9VzJ18x+wN27GGlvK/a9/F9llI/QfcwTLz38rw686nfJDj/HH17+fvd52Bhu/+wvwfDJLhpm99wF008R+chMHXvv/6FtzNIJHSk+uY/OHrgjHsPqWX1Id2ZesVJtRmjcpzZkhiIMAGAwP2OR6aiGYqdAENHJKUwZxrarRpohABXvqNjJLJWr05EinPGzHYGSwErJWIiULTUApA5JuRA6ibloeYxyoUcOupbDSdcq2Gap+8z0BiMvoLpmMG37nQCgsAUKgJxTD8vmF10gCX0JJK8Yshzg/uf1YsJ7bYBr1FuDm1PQIAFYZy6zlYhhBD9rhgWgHjkhdn8Toycc008p1z3g4M2msChR2pCL1coUdrY+R0oDL1JIaZn8tIqwJLFyEp57XSM0GwM/uDWoHgRDUJZkEC6CXVJyttgKTwzM618XF1aON71/n3pMq4YN3bF2Gff5sMvRU53st7hhxadS/ZXRb3K6yF7sjVJZDS2Wo3vxVAIaf+z6cnhTVuc1glyFtoa9Zidbbj2aY6IuW4m56BHfLYziVCfx1D+P/+Ra0bI7aX+7AcWugGxiHnEzqtHPRl63arWNvF95Ta6n/9Iu4d/2Y9Orn0vuGzzK05HkBAGhtNQq0phlFLBS4deqa0m2o6vF27cHkZXH3SH5aj23jJW+f1OVE/bxTL9c45iyOaVPBmJrOdazk47Tsb/NDTF95DAC+U0HTDfRMH33v/CblT72U6s8+G6xYGIZqhdTz30D6dR/pqjf2QuL/gFwjzqz+MfZzq3GF7LpBRg8mdqHKtGspCisHgUGOvPELbLv5Dh5422U4k9P0H7Mn22/5Pdtv+T2ZkSGGX3Iya351Hb9cdiwHX/wGDrrodfxwr5dQ3boNz7Y58fZvc9dr3oOetUgP9JOmTtaE8Z/+IBxLds8V9D1rJX3YIWM1PtGs1cjn6pRIxapCxfqDBZusWWdsCUxMZ1vP15RBmSn5tak1Zc0aNgFexP+W6UZAnFznph5nZLgaMoPQBCTFcrqjYCAuBJuojkcNUb9Xc5vXTzB1QqyhRtrwIt89NBk/gPJ8mm3brbC2TaROZbAkwJQc4jwLOSd2rAKIyecYp8JVa/R03Sff6xAX7cFxM7UuAJ04JzvrYmebQguAstiwkQKuWkbkLVO1aJHbpIXjscTDvgEoGyxdUgiglmSzINaJC1+LAr34rgytx+tO0Rf/ud0Xbw6cdPynIzqN3+uMR3c5ElWKvkffmrMZOP2T6GaWgq3BcLCoZf0KMLAGBta0eMD5NRu7NoVfrzJ/93epXvYijEu/g7bvc4DdM2nKk3Bq1sF7+Hbc+2/Bu+9mqM6Tee4bGfzIA+h9gy39phcS7V5GRCSBNxkgLQTEJY1D3Te0GgKrbFqE2e31Y+ve1PWSjpkUYp9yR5KkFK78whgf0Zo40cVGbgEnG9tnbA374Z8BMHTFg6SGVgZ7yf0JExPqwbM3c9A/kD3vm/i1CsWLj8A/4WVoqw4Lj7qz9Z9y/P8SyL2xdkfLZ6YyZzjKU81KuSGYAyKATsToKUdSftPL+csnrmH7b/4AQP+RBzP901+x6WvfYc0vr0UzdNxKlb49lvGKTb/kR/u+jNpMmbl1G9n3vWfzl498htHpGXr2XoEzMc2ma64HYNVHL8LIB+qHZgov3TKZOzWdQkNYsG27RbFsRi05GsxuOuUxMlhhYjobAT9iWa2uN1KhrU93ue4sa0K+J5rCjEs7lufTLayRqDUTFiUyoCsVUy01ZMIbTk1JqqGyhWqKNymyZr3lO5UtXtRlIuWq1sSJsYb7VRgvNQ0cJ7wQEVd/lxRyjWBcyCBR1EMmWa/IXTUEoBNVG5blob4CyF0wQDGQboA4si5UUx3d+IXVSZLRKbROTnIqVSyPNo9v1MX0BczB+P71oNvDtmSwqEZ+m87w5hTWnMnQeLODgyj4DibVVnsUuy9I/4r11FZjIsT45FSxmiYW57LQ6HZiTIqFtHPq1uRVnnQzdYtlp30uaBxhg2o8nLStUBU2j9lDlhWQgp7nXUypf0+qX7uc9BU/62pMatQyPj7NydZ36/DX+/HX3oH/8B3U196JProv+iEnY77zS2SXHo4lXiC7BHHyPb7Q71b+O4h7iekoCFD+RnY2OgJOxS5FsI/twGqc0GNXOz7Iz5RWts6Ngk2l40dReaGuWj7W6e9hj1MuirxQ+G6d6Y8FrToH3v0LzFXHUDV9qoU0+jv+H+7HzkI79Q1oex8M2T78n1+L/8BvYemeGJ+4Cc0wmH/1IrQzuj+vv2sgd2b1j5gJ7EqnENvJgE6AOSBk50QIgLf6kreSGV7E2o9+BcPKMPbKU9j7Ha/hnrd9iNuOeDmarpMZ6g+2GSzwj1O/wfd9qm4Kt1Zj+x8fpPSb3/LEpx8Gz8OZ2sGiE9eQf92bqK99ivGJXkrlFP6EGfqOCUAgatDCc0hH21U5NZ3pohWycvmsF/jOzce31UmnvBBItKRJlRqzdNZpsFzNW0oAvoqTCkGEECWIcYpjiLo6OaWrsk6q9YdYD5JTvypITYqsWW85J/H9qkxczdWZnMmGopHgOFEAp44rwrTlmixZrqcWHltO14rrJl9DOWSValL4vtYW+CUxgBCv2o2ry4sD0moXkPDtspoKa+yEIEKIISaWN69JYUeqZRIUaRUx8eenDZxsFFzkp5oASYCh0qBYX8esaIzvW6Nm+Yw/q9bSVaET2Mlv0znsF4Htj9hmaoXL+OrgOzJtjdFHUuS36YmtwyLXrjGJqQAuqub1MSt+rOfXrpoCqxH3qGybrosBdgtx6o8rTm+to2pj/K2oY9X9mrZBfVanrmcitZ0LqUlKVzXIgL/+QdxPvB7K22F4DGO/YzGO/UeMf/43stbyrveXZDcig7h2ZrftYleZt90RC3lhkMEctIJB8fKgKlvDYyW081LvGfU+E2BOsHgyCLN7omMUYE4uJYmIu7LNzkUiXAOyr7uSzPPejCn7tVYMOPQ03PMH8O6/Be9n10JlFmOfwzE+eRvON96N++7noZ/6Om6yDmm9YG3i7wbIdcOy7UyYutsC5sKfCYCd/BnA/u98JSteeDTTf17L2Cueh254HPO1S9lx/1+xhheR7oveLcIc8/HPfJt1X/wPRl91Kv/w0A+5+7yPg9XDiksupKr48WgjDiY0GKBAKbp8YJaM7jI1n6U0b+JISlTRh1Rm5WR7EMFa2Y5Bac5MTMnV6jq1uhlanshpyGI1E6nDE7eXLDSQlZXifwEW1eUtnSMkew4ZnOmTfoTVqtX1EKDIyl05BDCKqlobKdN082dxjgLUlSom5fl0BMRBa92bKrpIp7zwWPmeJjjM6G7k/hHHsmspUMbWjlFUFbvplIeu+7GqW3mdOKAorp/YrlOdoto6LC5kgUN+2ogIG0oDjTS9ZHti2lrEysSxfCbHalStQEE4YpmYtkap8ZYc1NoZDI1LE3avH/Z4tHt98tt0Rh9Nk1musdf9Zsh0dZp84lgPefJJZg2JbCd6x8ohQJxqvhvdLt4/S+y/mxRcW2d7YSdhNPenLhP7kJfvbNP1dupCIJExidtHtMOE8iKW8Zj57WfIveyDkc/jBDvtwJ3mgTE9jTv5FKmzPkT6tPMi+8gksDhJbeySUox/y4i7F6LlBk1luBztbD+6Kj1oc77ttlfvM/nekAFdkh1OHJiDaBag5ZhZNwLS1PsmSTWt6QbWyW+J7FfcI4XtJhROgueeBM8lHEPV8sme+9/MP/Jzzpr6Ff/wD+9rGU+76ArIaZr2BEEpjAvUfd8/Qlr2HuDTwLDv+1OapunAdcA+wFt8339Y07QTgd8AL/V9/8eN7X4CXOn7/q0LGjHxoG1nw9KVidxrvSTtWD3TbGXuAPr2Wk7fXssb2wbrLDlsn5b15PBdj5FTjmH/DwY93KZvuYODv3oFmWyKagU0zaeQc1pAgsz4WCk3ZJYE2BGpPJGuXFsukM/VGRkM1KyCFVMBUKwKsrG8VAmATCaTUE8mgYSshHmEMlSAu3yPE45XCAcEGyQX6Yu0pfBbi2Pa5PGqoEdWo4br1+JvfwHgCplog+WyHZxIrqcWa7gcF+K7kRk/K11n2Kq0rOt4jZeCOg0wGRVTdIo45lFcB/G/ClxFyIBOvRdEqJ6C0Ari5No5Kga5meY2VcunKtjj6cAKID+tY9om+UEl7b6A/q3VRu2LAH5ioslP6RGWDgIwknK02FRsXKiKWCfbuu3oI81zlE2NRbSdoBogThSYN5Ww3RW9i207rdccv1JA3obFSVoW5ym3kJDTpnGfh8dp4/ovJuekCRqgvOl3+K6Df8QpLS6DC1UKGgefRObTv6P64ZfSu+aN0NsfC+A6sUNJEacUfroiTpgge7W1u48WAuLUPrHtFa1JtiVREUg7wUNn+5uoEjWpxy7E3x/iM6sS1AAL4BZX4yZvLzrjBOG1gEaz7MBDv8UpPYlZKuEv8lm6dClbtmxJHJ8aC2HkTvJ9f0r+QNO0MeAU4Cnp41OBu4D3Ah8Hzm58Pg5cAvx4AcfcLaBNBWu7c3sB/FTmToTjGV2nd1e//82R34eOO4xHL/039rn47Wj9Q3gzLqVPXsqiM86gZ//VLelOu5aKMGTN9GJQVzYyXI1M9ipQ60rpqbBpQAQciX6rKnARIbzb5BSiWG6lA6Yqa9YpzZtSWrdZR+fU9JBdlA2ThYigCGGNoAzm4gCMWvMmxiVCVimLejgVIArmqqn2dCPL1HGoLGbL8evqdQ2YOVkZKwNh+VhJjF2+J55djYts41hJYE4WPoBU/0bQYqzlfGLMhOUI00lzqdgHvWw+u3hjtARAWDkI1i0/rYeTVDTtojO5hysJKnymVrht6+NKwx6lIY+p5fXwgZ/fbjD6aBqz0thP1mdyD7dhayDGq0fq5xLrfyQAB826OfmaiGMkpZ7U6IaZW0jEsS+x7dR2oYl6p2jHzqlMS0vN06O3kTrsRZF2YLti9aCv2B/j+Fcz99nX0HvONdC7InHdWJ/EBRT7d4pOtW1xHRegvT2Iuq9ubUi6UTV3uzzODFn9udM9lvSCEP1OPKApZMjYWtft29R7qNuuI1bFoLgoeEbWMj7+9q14N3wG/6fXBCuO7MHzD9qH3tHV3HnnnaxcubKr8cCup1avAi4Cfih9FvgKBP/kM7wfSGuadorv+7/qtOOFArhdBWs7ux9Lr0dYvPU33s6DF19F7+hizP4+ljzvSNA0NENnrzechletMHXXQ6z99Dc58JPvYeTQvYP9SPV3APbWKYaeeziFQ/bl7jMuwK/VOePKK9ny9evJ7HcAPfuvDtZr+JaNDFYoZKpYKZcpid6XmSyZuZNr35IAXJLprQghDlDrBSFgdioEvVdFyADGTrj1rHQdqzFfpw0vZP7C7YR60tYpFbMMDTl4XoO2zkUBiwA74bk2/PbiQmYFg//NSM2cAKjtrpdqwyJYyVihhBM/Dhk8ymMTvXTjwKcIsc1CWLxuQ26TpipZSVCoqiFSq0HatJnWbPeQl60L5HRaaE8y19xXadBjcqxZOyjX2Y2vciguqmNVDGpWUDsnT1qqyi+or2umbcVx5a4Sdl8AGEV6V0wEdm+KfWbNhA4UjbG1URuK69Iu4sCd3ddk9na1cD1k3BbQwkkGcxBfw5RktNqJuerWeFiO7OABVH56Ke5xZ2Is27erbTpF+nVXUP/3yyi++0Cqp72X/hd/AGgqHOMiqfm7iF0VHHRrzdOud6vYTtw7SWIJeZ++Hv377dbfrV10w+6qx+mUqpeXt6a4G/NJjxcBc3E1lQuxDIlj6WqZOr7pwFwJtm3D/eDrYPOG5goTT7B5sIfHH3+ca665pu3+1ej2ae8Dv9Q0zQe+4vv+VzVNeymwyff9+5UGyDcB/w68Hnirsp8rGv86ArluYneBt05hai6O3502f/MPb2b5P53GomMOhR07GL/hl5iD/ZQffYK7z/8UAIWDnkXxwb/iVqKpOwHmHv3U11n74S8x8oJj2fbbP7HspSdBxqJnv1Uc/uRa6n6a8rwRKlJHBisM5my2P7aJ3OICpPvCdlwi9eVYelDX1ShwlwGJCthktqcdqyUDnYzuRsDZy1pHtAAAIABJREFUdNGiWE4ztmSO5QOzFMwGE1c3KFYziUrQuH2LcQY9YJ2QmXOqOlNTJq6nRSw9ZC86cW7CJ65TlwjR9SHOakQeS6eIA3EqE6eCX/VYanRi80jT8Dj0wKyHnR1kUJeUWlWBX5xlTLiPuI4fjQefI/0shwziRM2aiE6Gm0AoirB7PEl5ZsSmZITqFYIUrsyYQVDzZPd6lIaCB7kAXKVhD7s3AHDWnI41F20/1jIhz2oMjRstn+enAmHF5J5uyJIJxk2uPVLr7eSfF5JeU4FXp3Xl48g+fWJiliOuu4M6ZhFq+izuu0zq0SpHUhH7QqP3kJdRrW9n7jP/RO4TfwpqlyrGLrFymq6TetVFuHf/HPvHn6a09FnkD2vKC+N8ypJC9Y2Li11VG8vHUiMJwMlMcbuUqRfT2UGO3fU9totOIK7T+qFtScNaRE6XywydCszigJqIcEnjPvM9D/56L/pDt1P/ry9BaUfrRukMz11zFDfddBOWZVGv10mn40WIcaH5fucbRdO0Zb7vb9Y0bTEBCDuPoC7uVN/3i40auiPU1Ku0/YnAe3zff4mmab8FLgXeR0KNnKZp/rW3/KTtmDq1H9rViLv11CN6viYtC36efWIzqb4e0oPNKknf86lNb6cyPkFu3z1xts/gOTVye4/GHmn7PY8AoJtpvFoNPZOhZ6+VDNZ9JjMZfOm4Oi7e9DbqpVnqc0HdVc/qVbiGRa2u4zfuW00PrpmMuXW9+bumLAvH7hN+rt4qmhYFXJ6v4fvB/56noWk+KcMnrXtojavn+hqu1CNJ/R41fHQNPB9cX8fQPHStsZ2n4fkatZqO62nhuS33K2w2suH5GYaPpvnhddIax9C04Bzk6yfOT6yv637LdXI9LTx3eVv5GPJnmtY8r8jPMY3dg2vQ/NkTx0GL3F+65rds7yv3jqec12DFYTobz/zFbad+v+q5ycs9T2t+B37QcF3zNHy99Rw1T0P3AwCle9HPw33rfuR3zSPSSsvXfTw9+EzsR69rkf15CibQveCzmuVTNz0Mw8fzNZbXK2x2e0nXIOUEx3RT4GR89GxgpCzO1/Oa9zQ1DbOqkbaDhuGt5ymPF2qmj5fy0esaaUdr8d0S64gwFIxt1FuPIeP4XXkEiq/WTYOb8nFTMGzNMjXf1zKOtvtpQ6Sp30fS+uKe0WKuafB5520Tj+tDbfKvaP2L0Xr6226XFMu1eTb5UYGaj4+//n603n704T0RuxNjFfdl0jmJaF0/ep5x11BeXw15fbFO0j7U9dpd57gY7J1leq4vsv9226r3/86Euv+FfI9qdLouvg6eFhzD1+n8B+dr+JrHqDvH+HQDrPk+zM+CYQTzj22DmUErDEBPDt+00NDA1zisEH0BPumkk/DVh3BCdMXI+b6/ufH/pKZpNwInAHsCgo0bBe7RNO1I3/e3dtjdRwlq5do+Lm49biBx2dPJxJla8tuazMqpoghRH7dl7nHuPOcSjv7FN9CXr+Txiz7MU1//73C95997A7e96T2c9tB/Y/bniIvyyB7o6TRPfu/XPHj5l3n+n/+b+rI9efU94/znIWMhe5Kam+KPzz4ZrxJYhmeGB9jj8ovoO3Afts/1RXzN5MbpcqN1taZLTaGqtVgikpg6mdkR4gLZe0+OduxTzdUZzc+STwWspe2lcDyDibmeiHK0VE7xkZmHeJ95cNiWTFW1xqWTIZ5tUq9BkjWLuo0IWeQRfiaBXXE98qYT3seC8RXnCM1auapnRJStdt1oqlohljWE4Pq99v6n+M4hyXU8avsy9XokMZeheKacagodalps6kE2/41LPSUp++JCfZsWgom4wm053bNxlUM5X2VoyMGp6VyydS2fe+oohjalyE/pTI26rH3OPHvvXyTX0zS6lq+JuNfyf+lh9DGT/FQj3aowYBGn+76gJ6QquBDLgUjtnrgewopC3Sauhm5nQ7Y8KQ15lAZdzt/zTq7eeFRYb9hJZNFttOtpuavRjpERx9r6X19F328NmROf37p9F+zcR9P3cEntsMhn3sZHqL7nPfSefz1m9ogW4UM7FirpPpfVz4Kt65QO3VVvv11hy85+9h/48l/XLHi7bo8ZN+ZODNyu3l+yJYlQyNdSfsiuyd6mYm71fR/n7rvgWYfgX3Ymn3rLWXxo/SRatgd0HT3fz/xPfkz9/rtIvfMjuIe8AtPRqaV98INn5fyrox4m69evX9C4OwI5TdN6Ad33/XLj51OBD/u+v1ha5wnaMHJy+L7/S03TPgIsa7fedek1sXVy/1MgruO2DbHD0lOO5llveyUPnHMJh37rSlwMho47jIGjD2HxSUcx9ds/sfxFx2L25xJFELm9x9jw7z/j/n/9HKm+Hn59xKtZdPj+vPJdF5E2RsN6qceu+BJexWbs7Fey8Rs3UN22HcdLsX3dFP78kwwsX46b6w/sR0hFwJwaTs1g23YrBHdxjeuTgF55PhtZJgMZYeeRZKwre6aJ/UEAiCbmeqA3qhoWStJaPUh7lcop0HzMTNRvTu4MUSQAd8ldDiSbDSv5Hkgy8hUhzl/2f5PPEQJBR950GE41TcaqfhQsypY2eT0YsyykiaR6FUCnLk9KmUaOpyhv1c4TcsTakGTdoHm0lFIVViLBRNnaySEpRApV7klp9zb7toJkZSJNiKodQWnQZXyvKmRdzIxH3vJC/8WMpzH61+Cal4YC5WN+STWxJtR2jPA7L62eZxwYJQBzqk1DxJak0qpwVWPxE0ZsGjUOxO0uIYOcVnWyjX9SF41uJlpVUNIuRSiDjoWIIRaaNkuK2oa76X3JBbtlXyK0njz09uMecGjkc/VlJc76Qq0LFGIduVVXNP3cCugWqhSWr3u330ESkBKf181mHWmneybpbzVp23YgLmnssgpVtf1IHJf0fdk9HsUBv7UmrgPYd+Zc3Pe+LPzdWPlBjPkU9XV/pfqH31DfsonUy85GO/czGNV+lm2IWiep4fs+e++9d9tjqtENIzcC3Nhg3lLA9b7v/2JBR2mNjxIVSMSGDOa6AXAyEOu2pi1u27hQ9yfGIzNzAnAcdMGrKf3lCW5edQoAB177b6x45UkAbP/Tg1iLB8J1k85r6MCVFFbvQb1SxRwqULz/Uezxrcz+Ypxlp53I1G1/Zvuvfhus+9wj6d1rBX+59Co2nPeeyH7yL3sFAx++kpL4qitG2LQ9PLdas54O0kExu8RqCX83NdTCf6HqFECmCWAaissGM5XUjF7el+0YlOfTbNiaJ9/rhB55gtWTlZipOR/L8sK+rU5VJz0TiC1ETcxU448yv6QaYSKFtYkI1WJDbTrfbduw0nyQ0pQBQT7rNNlJP01Gi5r6Op4RgjgV5IsXBdFRJA7AdYokdlUOAeJUwNaiVI2LrBuCuW5azKgF7CqIFpOG6qiuRlzx88Ryh6GxSovp8UQuS3Wjz+SKelg/VxpwKeRqib568vZOTae4qE5+0IiYuKpecwspYE9i9ZKW787Ib9NDwJneR2P00XTLMRNtSBaoUJUVyLD72bmkMPqXYUxugbEDWsfUuF+TmDlv4gn8pa3m29rgcowjXoj7hxvhpHcG+5IsSKLGv+3/7pJMgoNlu/bdqyKUpP2ptX2yuEj83i66qXPtdttduS9U5Wk7JWrG1lp85LoBcaVidI7Q0ibGF2/GfUfQzcHd8Biz3/0vWPVsvDMuIrPnSfSXs+TXGhHlvKjL23JONDOnaRrlcplcLj5jFxcdgZzv++uBtjbDvu/v0WH5rcCt0u8/Ir4MLTa6ZeEc39glVq1dJO5X+Ru1vRSpbIYjrjiHJ67/OQAPvelCrLH/pHT3/Yxf9wOWnXIU9rYdWMOLYvdtGi7WEfvwqruv4aGrv8cDn7+BFS87AXSNB979SdZedjV6yqBemmXRofvy0IUfw52zWXTy8QyccgLGnqtI77s/W75wDduv+Srmnnsy8ubzY41dBQtTyDmRZvaqAlONdqAgK9llyOnVWEWmJK6QjYnFsvI8bNzaG+kTC02/s8GCjWH4mGmv5Q9MMDd2lvAP0rZ1zHTz/PK9DvleJ9YPTlwvFbyJ1lZAZLwym6imWOX0quMZlMgAmch+k0CcHAXTCdKuXdbByt+FOl4RsoVKuJ3ltoC6RL+4NiGnVuU35sDAN/nNWrwZiweq6NFa2N4UF6h9FqEJ/qxK816XwfTIYAVji8f6w+fCNIlt64z0OkrruXgblkIOWAnbKkaYghQhgzq1XZIKzlRPtySw103v2KTtk/avHlsIL4y6FmuSHAfq8lOB1ctCgUacurVl3EI5mOA3122Ytobv+xjpHO7MVrLzHra9BW92O/7sdvxKCa2nQGrV0VgVswXM+b5P9fzD8K/6DCw7qmX/+rNPxv3DjWTWnJs4hjiAJM4pziRYXM+nyyi4G3GCzLqF20n9RjtFnMhBPd+FRvv+qSR6wiUBdNnbbSHiF2cm/sHrXdFwWcsPoA0sho9+HyoGhZkUmbKW+LxLup59fQtr1/K/vrPDdek1vM29vev1F8rEydt1AoEqgyI+i6TGxPcyupiTf3gld7zz08yPT3DPS94AgGFlmN88yQ8Pfz2n/vQzLD1kZeyxTM3FzKY48n2v4cA3vYBfvPaj+HWX/c8/g+k//4Unb7gFAHfeZtExh+GnTbb/9i5Kf7yXfa77Cqn+fgrvuoRFbzibjAXpXod8L0xMZ8NJWu3VKsCM6jUnmwSX5syWdeJCTIQ1Vw/tRELFpXS5aq5O1gwYLJmRE4ybqFErltMh45bP1SnknLCeCQiNkie2ZXBm0mGbJ4CqZYTAw7K8FkNlIDT4jdTTFZLtWQImz4zsS6SXZcsVIMKgFasZql4TMMgqVLVDSDeh1h+KFHY7+5E4tbIIuS2XDObkkGvhzAa7q7J0cpcGWUUqG2OK70euRwm3769H2D0ZxKlpGlnRWlxUp9ZfD8Zl641zqUWAWTrtsfeesyETvdAw0x5T/XVKg9EOFXJaVQVzsfvpIlWqpm6THPd3xq5EDd1tqljVWr/dGe1AShxj1w4AxAEEedKf+euN1KfWYQ2uYOqyQ/FqFbTcIHrvAFpPHndyA9Rset74WTj8uMh+NE0j87n70IaeIi6MfY+i/vWLsM06lvL3Jo+rE8OktqJLCrX2s1OYtha2qItb1i51mgiMFgjoVDAH7WsEF1IXp67bDpi1qkzdtgpmua1gXIhtxX71D1yHPzOFtvcxaKlHSM+kIt1sIGpRI37e8C+9sftfaPyvB3J/i+iGxYsDcW2X6bDPi4/EmXk7t7/hcjy7itFj8aINv4QdUzx+zfd55Iv/zaIvvR/06Bjk/VX9ND2LF/HyX36aod+Wec4JRzL56BaevOEWesdGmN8yxaFXXUR96V7M3PFn7v+ncyn94PssPv7ZuLOzVPN50vnoW4SYvAIvtoahccYLuyZAK5iD5OL3diFSjFjNtKJg54Thbc1tGu2W5kycWhMwQtBXdGJbJkyZVp/Ism5pFTMTmBxrmh+mfwW7tm2JRfFJi8KOoEl7YX2G4oCLnQmMhAXrWJozqdhG276jaguzuGtpppstr9R0pypEKNtmpEVYWDcoNpNWj+v5K65hBPjVAzAnQFzWrIfKW5mVi2uRpoYAc4KRDNOqUguuWPl9xYiwdDUMxAOz9SFrhF0e5AeivC8B4MTDMJhE9LC5td14BpYGXKaW1MJjDw05LZ6CwpIFAiXqxs09Eb+7ibSXWAcaZ46cX1Jloqo1gFznx+iumvWqYCoJ0LXbrp2vHTRFebIlSWnYC8GAaWuhyAOazJ5c0xXn9beQWGg9XRwokOvSqk/cRXq/E5j79edwp54gf9bn6Ft2FOnFq9H04J6qrr2Zma++FeuUt+G/8ryIgbC+eAVaegpiHvHa4HJYvJLqzV8jc9w54eTcjQWJuD4LiYWAuG7WU5lsoMUTUYRaa2b3eF2rW9Vots1Tawe7235nUq/tWgeqYK6bvrxNo/NG5ip7GGQhs10jtUhjZFOrW4AMfrsBwguJZwSQ+7JxfMjKdQO6umXlno40rArqnn3WCez/2tv4/rFvZ27TFHe86l1M3nwnAMd+7dKO2wvGT9M0dD348hfvu5SznryBR793O498/rsU7/gzS1+zDHPN/liji9n2g18w//AjFO9Zy7JzXkfhA5dKHmrBPvLZCvNfvYThCy+mqgU0rqr2FNEOwAlAFAUF0duqNN8w15XwZJSdC7oX1Opm2MFBiBNEqjefq+NYOnbGw54wGdoQNC/fOJOmno564lmmy9iSOTYCU/2pCLNTm0kzgah9C1S9/oTJVCZLfkmV4YFAARwHckpzZkv6EVpFD3GhijpEGk+uG7RJRQCdlXJjVawQpFgjKdgUVB0jYh4s9h+wnk1DYxWQxrU7U8Op6iGwgsDcUg4z44GUqpQZujhDzVqmnggKVQAnQm2DJKvLxBicatCfN2wlN2dSq0fPzTB8xpbNs25tgdH1mWBCW5/hqeUOhX3mWTVWjKyvpljVvwe1FVGsx1pM666nO1p6uM5qgVdegy1UhRhxRgex/mOSH57w3VuIf5oa7dqZ7UzNlAwQBg5/C5v+47VoZpbcqz6G89jvmLjpKrzyFJkVh9O318nk9nkePe/8NVuvOR1r2WrMQ18Y7KeLlJv5zi9QufQfyBRWYh38wijrksBA7Ypqc2ciriZRiBS66Tm6u44bx87JIY+vncFyu9ZaQGIf3KTI2PEwqNoo0YgcW+rSIP8vK/P1QsdD7vZ4RgC5hYYK0HY23boroQKyE796Eb94xb+iaz4HXfZW/vKZ7/D7N1/BzNoNHPepcxJTu6qiUYSxdCmPf/OnzG7YzN3nfYLsJ75BdUeZkeevYXJqB8V71qIZOgd84K3YDZDk1Iyw0D+99TGeuP6b9B91CBz36nC/EQVnA/SJGrFofV0wLtsO2n+JFK3avB0aKdmKSalikjXrjOZnmy3N6oRGwqK2TAANAeLU9Fetvx6KFwC8isG6tQWGxipYg5WQUQnO1QttMoSy0qlGgUYaGNqapjqTYt3SFGOjzT6okT62ElgTY4wDuaInK7SqRoFI+zI5Wpi8euu+BQCWxTJCcFMwnUiq1tC8ZpsvALNO1mwCE4jWOqr1gWoEgMsNU5fiOuYL9ZY6Qvn6thQOKw9H+W05DsCJEBNBacCNpGvFPvwJkzQwkcmEAhbb1qnYRoRl0xsMbn5JFXtrmvx0GscKWMG4tLtaL2emXQo5sEd0NgJjZJp9XiWTV7UJ+dMJ5pIYup09ltiPqIUT+xKfCzAXnKsRC+RkMQh07mAQmiH37jqYC7cd2oc93nkH2373Scq//RoD//IT6suW45WnqT9+F+WHbmHH996IO/UEuDVSpXJz/F2YB+ujq9EWjeAODUfPRboeavq3k1FuBNB0qA+UhRLd9CCVU6dJjeLjWuolMXRq3WvSccXv3XToEPtsB+bUMWVsLdKZIa4Pbtwx2kXc/pJAnxyd/OlE7K60KjyDgNyXjeM537t1p7aNU7MuhI1rl1btdvslB67gdQ9+g9su+iobvv0Tjv/m5dzy8veSXRL1y0sCbnGx5gvv5WfHvxXXdkhZJn6fRd/yIca37UDPmCw6fH8ePvdyVr/vnxl81kGkUx6+5zF51VVsvOqrAORPPIG/bG3UvUkeOaViKkyV5QuStYXwpZtJtxS7twI/GRQa5HsdZH9aU3exaT40msXmwW1pO8E2o8MBwzQ5k210p2ger1RM4c/55GZSFKs9ODU9BKtNZWqzsfvo+gzje1Ux+2tYlkflSUuiwT3smRQbyUpee60+cWqI8xSKXRGCBY3ruSqsWOJC9Y6TQ4A70cNX9TOU/ebCzxo1elF2rgnoAlFJcN/JAF5WqgKhzYh8Pwg/QhFhqjnj4agTgvS77DMHzTddO+tiZ4O6RvVhrPo7CVuT4F+qmX7dkQpq5TI+Q1uD87pvSZaxVbMMFuzo9ZoPUjymrZGbSTGxLRN294icugTmRORzdUoQgjm5JkqkFePq5na1JZMc7erX4tKuwhalWyVsfpuemI4VIgnRe7abfakhdxBoVx+20P6aIAMFjf5T34+b62X6EyfRe+43ST1rDeahL8I89EUA+PUafnUOvbc/sg+rYqAZ7a+VccQLmb/uAvQL/oNs74qOAEQeX7d1YUmWHc31EtgrRXlaHHA7glOVddrdsbuYxnb9UcWLnmovsjPH2N3xdHS6eMYAuYVEO+HC06Vq7RQZrQaWxkmfPZcNzz+M2y+6GoB7L/sKW266g+df/0EYLHQcnzCPtfQ6Y2tW89J7/51fPO/t7PfOf+Tu93+eDd/5KQCeU2P6D/cBsP8H30FKs8lseIjfH/9P4b4Ouus3ONlF7L1n09PMMoO6MdWiA6K1dcKfSwA/Ad7iauzkAnqAomOG6kvRrksOYWMiJlMBeCzTxVEK8POFOjg+5aWBv5ymqFIFeyKYufG9IDeTgpkUlcYDa2K5g1UxGN6cYvQxM+zLWWowSbJKNd/rhJO5+N+pBUC1PB/9rtSUpTgvEaKPbD7rhH1yw2umKFdFilW0cbPrBjbGTgkk4kJNDYfgVwr5+4am6KS5jWBjvfAeqWWVA7WZHKIp1qj/XFLqp8W3qwHmhLilaqUobDcCoF9OY6ZdXE8LGF9bx2zU3QEUthsUyfIYMLZsnsX9FdqFaFVWygQ1YtZcdLncCDxJBdqNCKHbUAURccdbiJWJLHxoV1vXzqok6XhqCyhRZ9dt79VOqbm4GFxzHj0D+zP5mdfQ974fk1p5cLismtMhl0PUPMnh637cx2Gkzvwgdd1g/r8uQ3/HteE9q7Jy8eeRvF811RjZrid674u60bjtY8VEMTWuah2Zys4lgZqF1Hu1BeNdAq1ouUV0WxXcdQOqZXZfFiPEHTNujOKZIx+nE1h79OKetssXGs8oIHe1fmJXrFwcGEpKr3YD7FSWbFcZuj1PO4aVLzyKn595BetvuJVNN9/ND593Aa+88yuQzXQcl7xs6UEreNO2nzI373LHOz7Jni86hsK+e7D1tnvZ+pu7WXzC4Uz+8Fc8cPmXw22WvPwUtt74Kx486iQGX3gyo18KlpXmzLCPqagVg9Y0mzyZy6rX4Pf4ccsACJqMkZz6E4BO7XUKQbpS9I+FYBIt5BycmoExHRgCOzPp0CNv23YrMj7BMg2NVWCs4Rc3EQAp+WFlzWmMPmYyisnU8jqT/UF6tilqaLJv2UaqUqTcOolC4nzK1C4QSdYjYSqaKOtWdIJziOvBqrbwUgFz+Llk/xI5ZiN9KgCcuJZx1jSyfUnFNrCsKOgL6+ZEvVzIxHbx96ekUCLCCaUBjHgLF2C9sN0IJrI9KowN2Fim29KKTn44Z2yNzF96WFfVcUaNiOWNKhoJgHozDSTSqxBNn6npVjni+q2KWCi4S2LnuhVG7Gq0YwfjlqmpVNkMeqF2Fd0ABM+eZcfNn8Sfn6H2x+9jrDiI6k6wNCJkMOQf+yLq7z0F74yPUB0cRaiyk/zVumGlOgGb1uV65DMZvLVr+N5OCAAkljow2ByH6Gaxs2xbNyCuHTgy7aZHmzUfv456DjL4E8vl3qtJEbesXVr56ew1K+IZBeSgezCnxv8UE6eGEC/oKYOTvnkJ2SUDPPyF7zPz8Hru/ewNHHTR67H0eteeeIKh6+0xePX4T8gsyrPpl3dx/xXf4LCPvI3BI/bjVy+8gL69R3nO1e+jcPxROKQpf3qOJ77wLTZe9VXmX/9WCld9m6mNWXIzgcpz3ZJMJHUqT+YQACS5Zi6pGwQke9FZKTco7E9HlZ0iBYgo/icAPrIthujSYJkuuu4zMlylkgvWFSyRaKskxju2ZC4yrqmqTm5LhuHNKaw5naFxg/w2ndKwF04yTlUPXe+Dc5ZTwcH/+azTUN6K7hRuC6izTDesjZPTmyKK1QxQDXQfCWxcuyhWM5F2aHKIayuncsUY5NovEWbajYAxkTqVAVxcjV14XaxWdk81VhY8Xk1KrcuGwonnuSjZU1I8kIWBsAB6dtYla3nkemrhdS+WTZyZdAQUyoA+tyXDxopBZcxgZLDSkmqF5vXIL6kiWtrkt8svBdGJPKl2To6FsHVqvV2n+rukDhLic89oD7jUfXUDDOX9dbJICYDb7unmEBdecQv1p+7DXH0izv034W7+K9pp56DvexRaqruSFm/LOry1v8c7ZA3a8n2AoCm699Nr0Eb2oDrQiyChVauOTiCnGzDTToxQtdxY4BYXal2qHCrz1o6NkqOd4GWhAE8FRvFmyVFRycIBU+uzq226W6rdSxpnXKg1kbubjYNnIJCDp9f4Ny4EAxfnxr8r0ZNNcdxn38WRV7yV7x7yBu659MscdNHrsb3UToG5RUvy2F6KJSccyuJjD8ae2sEjn/suANnFi1hy8pHYdZ3yvEkp1UftrMvo7duf6pc+wshgBaem48+kwsmouKjZP9OBiAebnC5tp3hsnfSDWq1MxqXomGR0l4zuhoIHaDJHNVdn03QhTFGaaTdk9mSvtsAQ2G05rtAeJqlxh4YcGHIY3yOFM5MmfXAgGxeO/wBUDEriOmfUB5kZnJvZCi6EGCKpLZgc4nyFx5yoj1PFDklpVBkEi/q6OPNlOVoBZXO9plegl9i3NnJ8SQGrXueK3WStwvVtvXktG6xfGBKYk+vg1NSQHPLEI4BecyILRAyFxhjShoeu+RRyDqX+FGVpP7KS1qoE6dhSf4pCzpBAerTuEQJRjW3rFKsqcyGfd+cHvqijU6MdaFLBkQzmuknbJgE3dR9x63bjL7eQnqzQOaWqriezeJHjxkzEqZFVjFwdtAL3nXlKv78G51uX4RQnSJ9+PsYL3oymR9vMAfiNn+vnHAYTTwKgv/njaMv3wZ94CvfqwBDY+tRtaFYfKBn5OO+1nanXiotE4NbhpSip/m1nQVxzeWuaUSzfGcuNdgAu6fe4NLbzimmkAAAgAElEQVS8ThzwU1v8qWOQOzFEjrULvnq7M56RQG5XhA+dYsF+cbsYpuZCrocX/eiTbL1vw27pJZvu6+HY//gkP179MjJDQfFuYd+VYU2aiKzl4rz41ezzzy8OPysvrWJnXcbWZchvNyRzyDRTS2qRVKpcQyd+juscoEbN1UMGSTSAl9N+FScVSVWqHR1krza7lsL3m7YjAoSkUx4jgxUg26KgLZaDdURqNmu5MBzU2BVXphnfmgmZyeCgjRTDlgxT/fWGTYkCWBopNyEagFbQE3rq0ayvE6yYzNBVPYNqjP1J1TFiGTfZcFhsv9CQ04ZqfaMctmNEmC1ZmBK73xhTYTXlGmcqLAMxSFYPCrCnRiRdJNcGuTqer+HUGozjkmo4DhFOVW92lJgw2QiMNO6Pim2ELK/su5jP1Zmq6hQl1W10cnBDM2ORbg2vR0LaVQZg3daexe2nWzDl6811FwrAujleuwbw3bTuUpd30/EhCYBoZg+Fky6g+sLzmZ+4j9p1F+P+4ftoF3w+ZNrU0N/0Efx7b0EbWIL2wrPxUxW8L52PtvoI9DP/lbqRIl1NvierMYpoOZJq0OIUo/Jn3fYEle2DkkJVaaqp2s5jbGWtxHJx/t2KENqnUpPTuHEvA/K9E/+y0NrNIm57OYUL8Sxdu3g62Dh4hgK5uNhVlu7pAGntjiXX3Zmay8CBezFw4F6Rz9RtNPzWThIJkRvuY8XLTsTZNs3cxglO+NwFVGpFHvrXL/LYV26IrLsdOOCeuyjkAqBRqjRvVrnPpbDomFpaJV+oR9SKouBfmOwCob+cnGINWblsMlMlas/yPdEG9MLUteKkwjRhzdXRtGb9mfhfgBK1A0RpLki35nN1nJrB6HAg9JDVpqViUF9lzeuMrm90k2jUP5UGDYoNm5I441lxLDXlKAMdGeCJ46YNr0XwUHTMCEATwFcGc3Hsm1xbKANeNZop7NZQU+Vi/FEQF41OhtHyS4BQxwrfuXYhDINlcCZPXuLn3Exriza7wUw4NZ3yfJpaXUfXfPZcUoIljX1JHn/l+XTE8qZUDtjajY3WPJH2ZEorRDPjUe6vw0yqZdIO+jrKitaoHUWcdUe7urk4YJeUOt2ZUI2Eu42dAYBxdiOJ+48BcZ1aNnXyRtP3OAjzsh/h3HwN7qUvxfj0r9CGlreud/SL4egX489MQi/4d/wa/77bMS74CprRYGwb9+nuUH62U2RC8+8CiAdxkt2P/LcjvxQljU8FdOL3ODAnjzPJ0qTdsdpZDbWsG9PWbCFpWxUANo/TTOu32581p2PNNZngOJZuZ42SdyWesUDuav3EltZdCwFzf0vg1k08Hani8Z/9Hk2D3uVD3Pm+L/LwF28Ml2WWLyFVyGP09pBefQBGLkelZFAqphjamiY/bTA5VgsmpkYU1mcahaQZKjMpSpkMZn+NfKM2Ta2NEsyXWCaAXjoVCBmGrUYOwoJtdraFmYMoU1ShqfyU68FMw2Vxfp7JUvC2I0xxN033xrKD+VydUjlFqZwKAYsQWOSzDoMFm/GhXiYe76GwI0g1tyu+Ls+nIxYjIu0rVKlyVwAZ2MZZmZi6G2FlxTVJG17EkqQl7Zpuz+QmL2+29JJFD3Fja7v/SGP5Vj86OUUrL48FcUpaSExWct9VALO/8TfcYPTKkDhhlYopzLSJNRivRBUvCeIayEyko4BNE2JbvY0MV2G4SrGcbvb9FWnisF1ZwNipdTNCvahamHQKGdjFpVK7ba+VpHhdyD5atktg4OImyoXUVnVq2dQxDaiAnuC+0tBf8laYK+F98UL0D/xnpMMDgF/ajvvx18Ejd6KtOQ399HegvejNuJechvGxn6D1L2573KSIY7lUQBSrOF1Aj9Dm31C95W+kHdiMA2biM0+LLhf7SlLH1jJ1hramseb1iDAIWgHWQvrrin7H7exrIJ75lf8Om2yb1/L3GRcyCOwm9byQ1LLnLez5+4wFcnGxq622/pbRLbMmouqn8akuaJtDP3wOd77zUzz7tadw32e/B8ApP/8sfccfS7GaoVQxmS5aVGyDyRJMTZnQaKc0OVYLUqn9taB+rNGOSIRVMSjs0JjKupQat1GpnIoUx8sN5+VWVkmMjhxyGhKijFa+x2k2jwdcXyeju5H+riJUpajsLze1MUsxF53crXSQtq3VdUrlFEWab6GlARdrXg/YlZkUpUxrDZkcTbWj/KmZmIYMz7XhDSfOT2brQiFE4y/XrremWwVDp+FHlqlsnpqClcGbzIKKfriqubH6uwrmhG1Lp84XAiSZcr1cA8zF1f4IY+fwuCJV219rbi9PTo2JJUiJZqm7Opume8Mx53uciGLadrIRsGmmvYi4R635E/eUOMfgd7NxHaKefOWqTllpPwYyK9G03wjrNKVwrGZrpyTWrl2KNinsPh9P7x6wtWPeVCuRYKwxHnKRybq1a0f79bsHbuH2cfVkChjSzjoX76zD8B+4De2QE8LPfXsO9+Nnoa3YD/29X8P7+bW4n3wj2nEvh83rSG3Zip4dCddfCBOXxLy1jHcBwK1dqC9E7Y7dqbNB0naRkD4rLtKAVAuQa31xiTJvKouWxGKH42jcgypoiwNmdq/XdXsw1ZcvPLbCzMUxwlvOST6I7/vcdNNNXHvttTz44INs2LChuwE14hkN5OTWXRC1GIlLTT7TQu25GhftulYccs5LOPCNp2JldJ74xV0ce/WFDJ30HBzPBYKan8CpvmHYW6hjZzzKWZdywwxYsAxbH8phzemsfW6ZoSEHp6YztTXD0AarSbvvUaFUTFHamgl95uQIQV0jNbqNbGzNF9CipFSBwMRcwL7VXB3X0yhWMwz1VKCnCVhG87PhuqWKGe4vSAMHP5fKKZxaL2Y6G0nD2o7B2LJ5ig22sfpgrpEea56TP2GysaozNlqJdKOAVlsR+bzUkGv+5JZcondqznJCECezdY7X6iMngF1V8Z1rF3LKOvKZ9LNawygiTrUqRzftywQQE/VyKpgLf4aISCJpP6HNidL7FQJmMGUECtZaXac0Z4Z1f4vzgW9BetBj03RvhFEOziWq1BZANa7FmWDrxP+FXONlJkfYv7Zc1QOxRUxfWSemnkrYcti93YsCgIj9SbuQa+R2NpJYEZnRbse2qAAubuLslDaNY7i6AUX+ugdx33EyAN4HX4E3uBRt9VH4b38d/q+vQ+8bwnzjlWi6jvXiy6iNHs3sVf9Iz1u+TGbpYa0ih50EXkljNFVhUIfP5YhrhyengWVj7nYgtNOypHMWY6xl/EC4pPRbFQrvZi1a5/R606qmtd40aR/qMZJEDgvug7tA8cqtt97KxRdfzOTkJKZpsnXrVlasWMG5557LpZdeyl577UVfX1/X+3tGA7lu438riBOsnMrOdTteFcSpLv8AWStYp1aap7R+E8ufVwOdwEw2XWcwZ1NzdeZmPXJWmsmZvrCnKTQn4okRh9KgGSg9CSa1dFUjv90IVZ7r+4NzGF2fCW9sIZgoDrhM9dcp9acYGa4yXbQYLNgszs+HYE6k+Bbn58lZzdoz0WRepFWFx5zYTq0vK85lKPRGe5GK2qcmI5cm3yh0LxVTpGdSFOlBG3EYGa6GatPFjb6bjxEweOEDsdGmiqoeGs2KmC5aLVYdccBOPp/wO2wAODWlCrQIYcT5xdmTJAFkESHQU4QS+awTScOKccgCFDn1qgJuOQo5J9GqRAU+ifVyEphrVQ13EQoQBPCkpqJNIUYtUeGrhgzmRCcRwewBpFMpanU30ps3FNU0wkx7TVAnJrn+evACRbw9hAxQ4mrt2o5ZYSO6AXadUlXdHheaIDRpvN2mS3elF2g7Sw7v3tvw3v8qAPTLv4d28AmkNo3jPXQb7JjAu+4yrNPeQ7bafE6nDjoZffl+pA8MwF8SiOlkBQK0WD0tJGJBnFQXZ1WMSImMiKQyhHZgrl03haSIO5/SgKuAdqEkTfB77aBKTmoHJqdTZQAohwwo4/Ynb5skskhS94prtf0N+fCz22+/nTPOOINPfepTHHPMMdRqNRYvXszg4GBLOr/beMYDOZWVE/G3tijZ2RCgLQm8dWLi4sBb3Hqn3vBRfnf+Z1j3nzdz+AfeSOHoZ5PLpJh3HGqlMncd9XoWnXoSY5/+RDhhF8tmOEGNLZvnqQmTJUqqbCMwYpnYPV4ghmjcuIs3BuMW9Qs8K/ivTNDoPl3VmBjJUF6WZvlg4O82OZONCBOAsLUUZtM4WIA4wTZpNIQZDTsTK10P2atJu6eZNpNaL+V6aoxPBFT30JDDVOPBJx6KAnzlrKB/aXoPj005h2LZJGu5TGxriCAaog+ZdVrcX4mAs1LFDFPFquihVtfDWrpG+9oQuAIRUUin71owbwKk+WjhNYGoMEKNtOGRk0C1DCZlEUBkG4Vd7GSILK8jQqhaI6nLOEsSKWQGT/yv+tQlWS9UbAPX1Rif6A2ZMXFcATTTKS9kbdU0qnxcCOotBwt2xA6HRm9j6CwAkc8HiDCN4hrUGpOwDPLkWrvu2YM2JqdzGp6+MPC2kJZZstHvQva1ENFCE4wk3OPVpp2Sen9oy/dCf/+X0Z57OlrDZFtfvBL9ea9DS9+Dvvpo7B9fibNlLfm3fxvNSKHpBoWP3tk4blzdnRIxDNtCoyP7Jt0jcl2cHEkecklgTv5ZFkHovXHsZ+v+HEkoJJcTyCH7t4n/7V6vJQUbt114vF4P0FvS87JApl3tWxJIa2dNEhdq7WC4reNw+eWXc+211/K1r32N0047reO+uo1nPJDbnZHUEUJ83i6N+XRFu1o6MbGrjExaq/PEdT/kqZ/dgbO9iJnrYfER+3Lc5y9k258e4Y73fp7iY+Okeiyc8jzmohzO9AwT/3Ejq849g/zqAyhVzJYm8dqIQ7GcZqn9MA+95B959tq7KZVTTEAoChB/iHIBamnQDXv8qXUZTs1g03QvuZ4ADJXn02RNM6JKzVkOVpoIE6emDBdb8+R0m6qfpuRmsPQ6puaSN53A6kRmkRrAcNVYkdK82Zi49bC/rOi3mTUDIJnJuAHjt6QOS2DT9r6goH1rBvprjZZgTaZK7UohzqNd3V+pYsYqSGuuHoCvJo6NvxckJk+wk4bmtzBzAszJwhKV4VTHbDtGxDNQ3Bcyw9YJxKmsXdJ6LcbBHVJGcWFmPCJa4sYk5FR1SqTC+kc5iuU0FdsIVcj5Xod8r0Npzoy1TxHgsZBzIqnxIJr7VrcNz0ti9ZJUu3JPWwAK9ZZaO2g/QYJsSNtIT9tarLjC15M9tBYS7cBaknfXzvbBjPMXVH8XIKQdM6YtHkVbPBr8oohtNMC8/KfUf3Q19es/xMx5e5K99onYVGK7+jsVuLW8fCiRdF/E2fWoUVMZuBimF6IgTT0fsSyJndO85r2lfq92jxc2mI+zGmln+CvXV5YG3VilqhpifbXeTfzcicFr2V+H+zGOgRPgzdej9+T8qxcxOTnJS1/6UoaHh7nvvvsYGRlhd8bfBZBTWblOTJwARt2kMHcHq7erQDAOzJmam/iC/eQPbuNPl32NY646j54lg1S3l9h8xyP8+jWXYVgm+5zxfEZPPZLMQI7+VWMA/PED13Dvx7/Nho9/gZm1G5hbP84+H3o3S99+NlOPTpJeMhJ0T7ANit+5AXd2jups1HpDiAEAJldItVyNh61cZFvrr7P3svkQ/Ij6JKE8lVWtAqgWzEZatwE4bALwomvB9RBp6uXpoL3YtNsbbjuYs9k03UutrjOYsxnNz2LqLtusLGXbDE1drcbk+dgTOfK5OqMjc4z0Nnq+NE4p3+NQyJmYaY+pKZPiRA+lkVTYezTbYA/lyT1tBM3pBSgSgCiuZk5u3yUze/K5h9fWM0J/QCtdZ6R3nnwqSBkbmkfedMJ1RGR0t8H+Re1KZDPhsm2GIA6INTZW2TW5J6+oHRPrCfAnagnFesF2MS1vYtKsol1YO7sSsV3LZCfAHOB7RFqPQdMaRVYwQ/BdT85kw9Z1MkNnpr3gOzRiWDtRKymlU+XzFecQ189WnIfa/k42V5bLH8K0rHSe0Jy0BXvXjCZrIYMuX2+tXeq2CLzb6Ba8dVv7pkYcWFOVmi2h1l8S3Cdh1xEPNE0jffoFGPsdQ/UDLwjG3yWIS2LexD2g+ip2G3ILPSBaW5oQ6vWRrVJixxiTZg194BY1xqF8L8HvjSzItBEraokLNe3eZNTckJlr5yEYV0MZZw+iWqt0E2qbwDgAF6fW9R2bSy65ki9/+cucd955fPCDH9zp9Gm7+LsAcnLEAa9OSs9uwdquAjLRgWFnIs5HTuxPrZ1afuQqjEyayTvXMvbqU5kbX8dD/+87AAwdsjfO9A5+febluLbDshOezbITDqVnadA4b9NPmoDY3fgk6fUP8sjxr2HfD53P0ItfQn2myL2f+3pwfFMLHkIrbZyVwTYO4P+ll+HNKUoDLsVFdbQRh0LD8sOZSZNdabNC6uWqRsVJRWrkZBAiF/cLkOL5MFULAOBysxguz+k2k/UeCplqyMrZTiAgEKnXjO5G3P3NtBdp8bX28UKYYoUABOUsh9HhWca39TE05FDKePgTJsUJk9JIilxPjXTWia25Ej06oVUlKo4hxAWdQFz4WQqgSt50ujaUboK5aAi2Th2fXAsnM3RxIZsAC1AHRMCciCTGKhKSaCGp2FuOFhDYZdF5AJSCLg5ymjltBIBtYjobrqumXGWms1QxFdWrG9bIifNVAac6/riQPfiEkhYIa+2ACGvnVPWG8reOHTGD9cKm6zLj5oWMXGc/rbjolOLdmRZUskoyyaMsDkCZSoo6BGUx94IMnuUQTyC/0hQGuAcdQeoH09Roc20WKHLoFry1Y+ASQVxMqlWOdj1YIZp6Tey5Kq8vvwT0iLq3ZAFCNP2ZfH+oope4eyneKiWZrbWz3auLo2C3dRtZTOMDZF1S2zdgf+Ac/nLwXtxzzz2sXLmyq2MBzMzMdL0u/B0BObXbQ7uUpGDidoZti6u96wTO5G12BczFRRy47BtdzCv+eA13f+gb/Oy4t0TWTw8NcOi/vZcDrjRwnhpn6233MH7b/cw+/hRmfx9OaR7DMtHTKbbdfAdPfuuHAEzc8HPWffoa6nMBADvo+99AtzKMLZkLDYCFySs0/0BrGR+TYKLJ5+pkG0KCfI9Dad5k49ZebFuntkdQ+C882cp2Mw25bmshnPwHczaFTDVcVvUMfDTsukG+wdjJ19tKBa3Agl6oASs2mp8lb1TDazY5k6ViG4wMVxkdnmWop0LVM5js6WFtucDkTBb6CdWjFi52LUW+12kofnUqNIqKZ9KMT/SyaiwAZqpJb6nSLIAXYgchhIgFfumoSjUOzNl1g8XWfOS+dHwj6GDQYOME2yb70HWqmRN1ibW6HtZNxgE4GazJEfeZHBGvtgZLJde/xU1O6gQt/lcn4Tgw1HYibLBtwflFmXr5flNTrbZjNGscGxEn/mjXxq5dyMeSr2ccOyg+V2vunKpOLdsEI82JKKgpUiOONUtiyOSJfWcbpqv7j2OI2goJYsCbfA0sywsFJep66roQtcMJPvDBatjetIsEUJDEuu5SSMfq1ARQALRYQ21aa+baMVVxfmiqaEEArWoIzvQWwYAM+ITpfMbWIr2KxfGC/1v7LMvfvQj12qrfea3xchPaG/U3/rbbADoVBIuaQxX4ivFolTr6h8/AefAerrzsA1x44YULZuHe8Y53LGj9vxsgJ4csIIhTg+5KujRuW3UCjYvdCd7ibEnUcZnDOY7/3IWYuV7u+9R3OH3dj5mfrVOZr7GxHFjSW0v2ovDqvdBfembYQcFzHPRN65i//yFm7nsUe3wz5ceeol6ex+zPkerL4tdcjEfvZdWLDsCuG6ynwMR0NgA08+AsnsfOZsJ+lcyksPeoUMjVQkPg8W2BtLq0NRANPPxogbHRSthpAaJF/xBMmpume5k2rZAhSqe8UIU4nJrF1FwyuGSoscELWMaM7mIbXsQdIKfbOL6BbaZYPjgXsnVpwwvB2iQ9WJbHxs0No+FBL0zv1lw9SMGlUhTLJhUak03jwSJ3nwjrz9ICmPVEWnkBkZpAOUJwlyask5PVqnY9sCAxNTfSE9j2UvgkPzxCZjOGwMtkBMBLhdesnfedCtiSWLZ2bbziolMtkFz4XSqmWlKl4n/xciFYMM2JqT8jAEFZK/AjbGe+HN3GCBSqEpjr5BMYjj9GSBE3JnEOagpa1PnFpeYsy4uwfsKSJWCmZFGAnFptTtQygAtZLwVQl2fS0VZ2SnRjgNouLdUxJIsj9XuPHU8MuFfXj1NPa3qX4GsBAK1dOjWp20mLNQ+0BSCdwAm0Mm6RcUh1YPI9IX7XvWgNpd3jURxopi27SV0GtXStdZPFAZdS7UFSs1sxTdAmn0S77ntkxpbh2za1zZvRxjfhuy6ZFWOk+gv4nkdt2xRecQZjcBBz6VK0qSmcp8ZxPA9r9b7kDzgEP9OLO7MD594/ge/jzs2imxmMoSH03l4y+6yC4eXU9SzmmhOY61+KCWS8Ml5pRzDujVupP3IP2uAIacNFn53GqFTQy9vwjziEvhWLGfziH3j3wft3vAZq/PnPf+bWW29d0DZ/V0Duav1E3uv/qu06T4eS9X9SIStP3mqYmsuRV7yF+z71HW465g3o6TR9ey0nf+gBDB59CJz6gsj6gToxS275QYzstzcrzgwms7RW///YO/MAOcpy6/+qqmvp7unuySzZJgkJAcIq+yZr2BXwIovIoiKKXlC54AKK6HUBr4CKIBdQARERuQoCKgiIENzAhaAiAgESIAtJZiaZ6Z6Zrq7u6vr+qH6r36qu6ulJUPnU559kqmvf3lPneZ5z+MXpn+blHz4CHnj1Ok999utsf/Su5Lfdli37Rn1wti6L8ugtlD97EYUbb2NozmHB109frhawEqUJPai5ys+sBGCubGstvqNpo0Y+7TBcsmKkPPxuypqrBGBGRAU9tsszn/ZlSRxPC86ZpdcCUFZ11dDA7dfOmQxusBjoHQ9sswTw0tMOW8+t+fIkQ83BvFpTJVCWCqUx05KDABBbYxXXMAENUCEdVlRHDsIfDeJYBDCJMnqG4bbU0MmRljowOwnZySG0T5FUY8t2ImzTpjQ9iHnEslEtN5GS1Ma9tgN+ccJvtqnUm0xpsezXC8rsY2DjFZEZadmviM6cvHw71lKuiYsLmb0U/5dBQCcpu7h6oSab0khddtdaLPkAyjlfTsheZ8QCgqRUalL6NI5hSYpoLSEQkXdJvv9CxxD56Ig73+qY1xYExtV4dhpx1yhuWuL9n5BKFZFUGyhb3snXPmy35YZ+ixb4N1PxzXtGyJzYFYXCxoZ3c4w2nJ2tU+xxW5jYoZkeKXs52vUXwB+fxFi4BYqmoqVNtvrQSTiDG9AyadLzZpGeN9tfbvU6nA2jKIqCObMPvTuPM7iB8qq16D0FuraeD6rC+t88zcSy5VTHR6EvRf9lH0VNpdC6stRtG2d4I+r4KBufepHK8j+gjhYZ+drnyR1+GPZTTzG6fAWpfA5FU9H7esntthPVPz2GoqmkeqahZTOk5uVIzx9g51M/ycO9Uwdxnufx4Q9/mE9/+tOcffbZHS/3TwXk2oWpVP9mYOv1IHMS17hR8XRMzePw738OV08zbYcteea6O/jrld9h+Be/443778bQn19E3W5nMAoBuPDZogzT8xNYuCiKwiHf/Bj/98snUXWN0spBBvbZlkfe80WOue8KrNxM5naXKE3oDL/8rL/xda9gLKxjFWqhou3Rku91Onf2BLlMlUKuGrApxVKKYcsKQJ7taD5b1gBaxQkjVo9NiyjSV9AYdrOxtl9zcyXyWiXobnUadU19mTIVS2P1Bp8p1DUfMMoDQtVVsXSC5oemaK8RvMwF0yPSzULuBJrabnaj8aE0oYfq0JJ8TwMduZRLnz4RAu/iI6JP9SVcSp4RNMKIZgcg6OKVw/G0FrAr+7YK6RE54kCY7OLQjp0TvyUNqrIUSVK0Y+cmC7F9VfXaAighEhzabmOfo9660d8nA2dx+zNZ2jUJbESZRjnkv2PdLmiVlRCyCVFglS/U6E+oaXWqKkXTQ7B80Vq2ON2xFvYtJjUqol1nZxTAyecxKkId5xscrVuMi1hmrMXZIyaNPwm4S2rkiU7bnEiqeQuLI7tAazpV3BvNa9dMqQp2Ls5TNDeSwk67FDamYlOwsvahY3lBDZuddiG3AfPys7CffIJZ57yTOTddQq6vaTKfqI05rz9UIuK5Ls6Qz5x5NRcUMGf0Mf3Yw+KXJ1zCMuv45vSNv/0jI7//C91nvon8LtuhmZN/1Oq/f3WTGxpuueUWSqUSZ5111r82kLtCOXxSVi4a0bTn6wGYtYtOa/REannbEw4I5tnzsg+x9RnHcv8hZ/PADsdStx08YPtrv0DPW97cEDP1a6JWb+iCnjH6rTJ6V4aT//AN7j70PA74xEkc9N+n8NCFN3Pbjmewz1fOxdx+WzKP/ZXnbr4FgMKJb6O4Jtw8AD5rZZjNWqR81mHunGZ93WipoT+X9cVki2UDS/ddB2zHL0QHgpqtgd5xzFUu+VQlADXDbpbnR6cFNkzgv7TltC34qclVxa5QOrXU6Fj0H+zm41EcTVGcMOjLlJtgyoC/jvXz9PJpARgNrlFjUClOGA0w58uYWCmXSr1G1VUD4JwE4ICgc1cAsZzaHFBzioNJFdNzEbXXeWwqqkYFnRR1BvRRzIjGVQWNUt0KzoFgGUXIAE72XxUhd6G2C3mAFKlBedCbDPDIjJqoRWwXk8k5gH9dFGXqNWvR+S3DjQUHcfNF/+489Rpm8doBOhnMJaXmorZnsqq/nXbx1CajIsCVYOKi+o5NT1otsPGDVs2yqP9tnGuBnBIXEasNKB13HPsmn+s4EWoRU7kGllWHscnnS7Jvg86Y0TgQ28nHSQvYa1zjpAQz8YYAACAASURBVHo4YW8dBXlRsC1ryPmhBQxdnJwINEF7sGzwm9rwMm3tlAYoddfIzbCpXXo+mZkF9vjLQ2iZdACuJhM3j8aTZ1zI2nt+Tn6PN6Cl05T+ugw8j/SCLbDmzcacO0Bum/kU9tyZ9MItEkGXqbrM3Hcnpu29y5S2D/Dznh2nvMyrr77Kxz72Me6//340bWqlWP90QC4u2smMbC6I67T2rRPwlVRrJ2Q1kvavXQOFAHPBcirM3GEOxz93B0s/eR3Pff2H5BYt4NkPXUzPd76Puc3WaH19FN57DiU7jZ7KULINv0Fg5nROXvJlvrvHOVgZnfl7LeTxq37Ez0/7LJnp3eTmNU2jN9z4TZQNZfIf/RDq+pVUn3+G7OLDAmeIsq1RzfpgzNfs8peTQYKeqjM86gOOMFvoM3szesvBwx5t+rD0WpCKDYReGylMwUStG88EoC3O17Rg+B6cgnHKZxwWZjaE6hLtagpDr5OXmEfRpSir/Yf04KTw960pNyIEiK2UD07layvfx6IO0PSkdLISvgcUWplKgFLdwvE01tsZRismwyUrzAxOYru1OZEExhLr5CLAKGqTFf0tur52gE2+z9pFJ97A+UzYuqzdMuJjRA7xYRLdN9vRQl2vcjT9i9vv/2QismKwDhgWiSEz9Lr/fEqCx/6HR+MYGh9pxbZ7IO2L9P92wLuTmrckBm6y6ymf5+jHRlzUPSUELJPmkwFbJ+AtEXBvbqRdqMQP7Ukae3HT4zTlKpHu0tFptZDziABzlUgDhGwsL6do7bSL0V3F+NnN2C88x8IHvoeWMaYE4qINW1tdcBaqabL+Z78mvcUcpp/5TtjrcDzbprZmFWOrVjL2wGO8cOk1qLrG9DcvZsZJx9C/xzaxoC5pH5IaxTY1PvzhD3PWWWex2267TXnZf0ogF8fKJQG0qQC3dqAtWqM2mUbdZNuNG8DVNi3vSWLG8vIC0DmeRr7bZOdPnYkzXmHFrfdizexl8NHfw6O/RzF0djv7bAzXZdW6LGnLZf1ImoHecbbuh6O+ehb3vOdqPvSHyznp9gv4wdsvZ2L9CHjN/Ru87H/ILJzHgo8cxgP7H0Nu1x1ZdPghAMyZ4acBV63LBmxdb85nmoQIrfwyFuDNqWpNPbPGcoJJEkxVqW7x/Og0CmaFfMYJBleRoi06Bk7KZ6GGSxYDPWMhNwORNhXyJLrmU/tbzx0lZznh5hlcti5shPkEosbgD8q5TDUY/GTaXn74xTHKBvVAfC1bQydPgHqzcb0FeKugU/KMIN0KMJ9Rhl0fIdv1VIh9k1k3ATaFgwO0MklRkBE3WMop08nSgfL/Db2emJqNS8MmDe4CREf3LypcrCheqN4yWqMoCyUDsbWK0bCrqcCFQ8wvs5zyOuRuZrGtaB1iJy4ZUZYurnO1neVZO/eB2DSn3qxNFR3NccxWJ8xoXITcPTpoBJFD/gCM+xCR91NOgzenTV5XKDqp2zFlUwVmSY0qk61zsrSrXAPXLlo8aIPlW7X3ZHbOtBXqSnP6ZDIeUUP5iqRq0FUbYehLl7HLT7+L1TU1ECfmk9+r+Z0WscsNl1KvVtn42B9ZdcdDrHvfacz5wJlUjvkYYw0v8Fy+Smbd09SW3MNT7/4IRk83W55zCrOOPwLVaC9ZFt2/zQF1nudx9913c/vtt3P66afjed6UU7P/lEBOjs31We2EcYtrNJiMReskZDAnr0NOlVUS7Giiy0OYnXM8jWkz8xx40yfZ7/oLuHuX09G7HTJbzEZJpdjw5S/S/ZZjyS3aKZAEKZYNVuo5+v/jLey3epRr972IrY/egxNvv4DxwVGeufM3HHDe0fzwvddSKZXZZu/5PLb4HQAsPGIXzOIaCo8+Qvr0k9G1OnNmEOreFOnMKEiQPVLFb8KgXgyEJm5wLsS0nOUDuYEePzdiV1PYpIIi9t6cjam6QR0ZQLFhz0Oq+X9DdwNtO8fTmqCxUY+2dWFjIFExWjFDHYyyEwX4NmIiZKAX14xg1/39BTA0t7WxRXrWBYgTdX8ArqdSrJkB2yhYRlN1Ga2YlGlljmSWSvwmM01R39hoDV004mQyooxG6zzxtXTtUrEygIseU9po7qeeqqMohER/IQy+otM7GVBMM5K+rmvtl21cwqor3SsJqVrBCMdF9NwlspUdGKtHw7L8axUnsdLc3uQp705jsvVEPwIMPVLHGGFhk6RyktaZJNIsBKSnGlHGTV6HELaeKuht2Y82AEqAucAf2vRaZEc67hCWwk672GlfQFqu2qhYXttO1Wj9pWfVyKnDqA/cRnq7bShsO3+T06lxoeo6vQfuSe+Be1K+8Ewee9N7KZRqpPZ7NzW2wB5JUTJ3xzjuDcw68yOknniAl2/6Ns986ioGTn4Ts088isIu23X2/EvzbKVOplMTjk9+8pP86Ec/4qCDDuLWW2/l+uuvJ5udmhL3Py2Q25RaubjoRPdNBouvdX1ddH3ReqdOl5fZORnMWWoN29DZ77oLGXlpPS9+6x6GfvMnRp54Gv3mO9n5hi/Qf8Bi7JrfaGBXUwySJn38ibz1uENZd9eDPHnjz1j52LPMeMN8yhvH+eyr36T0/GqWP/IUB75tT77xjmv542W3wmW3ArDPB4/CaQx0+bRvKTUnXQokQQZzXSwfKQTHMFrSKeTi6490rY6HQqWhh+V4voTIdMtn1mQQVTCcEJASKVRLrQWMFTQGYXyAlzecQFBYuE4UDJN8qkKvNh7U5M1J+7LCecPh6XJvw2qshtUYsA3V7w4V+xC1xZJBnBD1FfskgzsB4kp1i4qih2rmxLJieQUPQ3UxJIAgjlG8MEPskRGuC5Q7cwWDJzNY7Wr7RMQxK3GSD2JAbdd5mBQyAyeDOCGsPJWw9Fqsnl9onkincFzHbzuNPvH7aMXv1hZSPEnHK0+Pc8PohE2aasgdwIMbLJyq1iKZIxqX5Pll543J6t4mY7+S9kkwYtF5iqVUo4s1Pl0aB5ySgFZcTFX/Lbp/MpjuFBgmgcu2ITeTyB/6EcmSdiCunThwe50/LTStanqU8JUOWPEY6ed/gffyc2gvL6f60gpKmkpm4RbsduOlsSDOc11Kz79CZf0w7oRNZXAD5VXrGF+3ES1jkZ7rd69m5g+QmT+AlrbiT8nADPa++1qWXX4TtfcvJjV/IanFx5Ld9yBcYxtWvdqFseCt5L96LNmVf2Xj/T9h1dvOJ7/ztux2w+fpmpaJXe9rEXfddRcnnHACxx9//CalVeGfGMhNFkmAKI7hmgycReVH4orL47afxKYlMW7RmqepRBwglcHczIN2Y+ZBMOfYA1l936+wSxXW3PEAfzjpXN5wxUeZ8/7TQiK99847lO0++X62/cT72P8DZ6BXJxh+6Nc8/oXbeOp7v+Cojx3Dojftxqy50zj9m+/jhrdfxaLTDmfRR97pb1v12aF+q0xeq4QASdHx7aGK40bQ/LBu0CSfq4W+si3DDR7+YTdLTrWZrRXp7Rln2M2GrokAUkDIjxSgWDMxVL8mrU93eXqkj4LkkmBZNR/wNQZ5/zx0sXefHTQgGIobNBCkjRqlCZ1Vg130Fmym5ycCQGapNfKpCuvt1heDkAFxUlrLdEfVGinVpjai42mh44xeX1XxyGtNMVtxrQ3VB4ihL01h2RXDwoEsENwEcGUn1ZLGipMfEY0scTIR4u9ot+dkzRSCsUpK84b2G8CotRyT7J4RB96CWjB90xgCAebilvW7nVXWj6RZ+XxXYFtnmPXA6i2pTk509rZjsDa54zHRRUMnzgpEBkZORY0FdPK6NrcTU15HnDg0hAFbu25esf+yAPBrsX9if6bSrCDPG9fR2hLSdYoLWTuwZd645dowe3INnDWhQk873T8pVZt20Q2X1LLfUvn2V3F+s4T0+95D15sOpLDoNHJbz0Uv5ENlB4ZSY+PSZ3j1J48y+Js/UvzTs6R6p2HOnoWatlCn9aLNnAUzt6NenmDD0pXUf/IYtTWrcNasZdoBezHrtLfS96bFpCPvkOyWc9n1+v+m7lzE0JLfsvquh9n4sRupDo9gzJuLOjCP6rbboW69NcZ2O2DN/wjrLr6IZy++kp2+9umO3gE/zO7OEpZMOh+A4zjcfffdnHbaaXzqU5/ihRde4Pbbb+9o2Wj8UwO5K5TD+ST3T2mZdgBL/N4SSpvfIuuU55lsW+3WGff7ZOsKlkmw+bLrKbp6Miw6/Qicuoaueaz/5VKGfvkEzsYiG5Y+i6KprL//lwCkdtuLlSO+uHA+naNw6NEsPmwxT/zn57jpXddRWrOB475wCgd90Nere+67P2Pl/b/lsC++iy3OPB5H1VpAyGqnwPKhAivX+tSy0K6ybdO3+JJ8KgF6c6ngOAzFJe81fFbJBuscdYyAmSsYDgXDCbFf8j4EqWzpoTWURuOB6uIYWrC+1U6BPn2CAXUE03PJqzZD1dnoWr1RL+fvu9z9K7YlGEOZCRQhp0IF+OvVxun3/NrCiqpRxAqaFkQ6Vcwr9ll8U8sC2f5vun/u1ea2LfxzIyRVojp2gW2XXE/W0JiLOj7EpUCjnYb+tFb2Lc6fNSnifo/qEEYZNgE8xXwyYxfHNArJGRmQtRMIjkYSiFtfzLBqXdZntNIu6Zk1tpk5npjSFtGJZAY0gcFkwERmXhQd3+ghMvDLYE1mU6NgU6SA49KVk4YAEnHAQ/5dzJMQmwvEZDAnumm1qkdesj6byno21cUh8Tg6tJQS+wCtzg9x++RE1l1tdC/rI817sNKQC/HTpxqe2Ziv0SUbpG4bQs2mN4b9mfdjv7yCrsWLGXjfO+g9bP+WulRnwygbH1vK0MO/Zd19S1BMi8KRh5N594dIzd+dDbUZKCOpULc1tHrb9pqDqL+7nxcv/Rqrb/o/tvniJ+jZbk7LsaqGzvQj9mf6Efv72x8eofzKGsZffIXiX5Yx9tPvU/dUSFvMOe1Y5pz+H4nnOE7Hs9M45ZRTeOmll3Bdfx177bXXJq/rnxrIbUrIYEiApM0FW+3mmWqqdLJtdFoz186z1a6nMFSXrd77Vuaf9iaeuuK7TKx8lQXvegvLrvw2nuuy7Vc/Q/cB+1B2/MFxuGRRLBvk0yaLLv0Iryx5FwB3X/Q9jDn9XLD8epx1G9AzJtcd8XlO3GcnjG0XBSC4VLdYOZFj9YauwLYrrn6kOJpCH0lR7a4xWtIZzlrUPamho1H8HweQDNUN5DgqNEGbrMdWdP1016CdDthCwYTlVB9oisF53XgG29QYyPq+eKbnA751+Gyb/MIq2Uaz+zdVadkv2UoLEgCA1NgQnI9GDZx4ocgOD0kMblAKEDNWiDSsYzTOowAtOlgSMyX08/RUPbazspM0oYg4QLYpIE6OOJFlCHc0RkFfUhq2ZPupcJmQ2pwaHlN1mdtdYnp+osXCLbSvErCUQZ0Au5ssSCs1PIgIPCITQgDxfNYJdYL35uxQer5YNlqaS+QaPzkN3E7kthMg2ulv7UBVkoMC+AC2v8cmNeI1XGm0lg/JdmBtKiBuysAt5homRZy8C4SP3TDrTcAnAzrTCyRLQqLRETAtAzjPqVC/6QpG7vkumQMOYuBHD2Fa4pn196P80kpe/d49DN73MPYra8jtsTPZffZl5je/w+i0HShWNJwRndzKFH0N665iw8pLdpmARu1dRaHELKrbnIFr3c3EI7/k8b2P5cAVj9HVG59uFZHrz5HrXwS7L4K3HZ4wV6SsZzMAHMCDDz7Ik08+yXPPPYeu6/zgBz9gwYIFm7y+f3ogdylHxbJyFbS2ICqJOZtsuX90bC6YAwJ2zlBdjKzOrp9+D+AP6i/+721kt56P1pVFtcdIW11Bx13gZtDTzz73XMvP9347XrWGuXALMvMHePGRp3joM//HwkN25Oad3scRd1zCrLf4nayDdpoX1xYajQ1NtXaRcrOsOsW1Jn1zy8xYNBoMJrajoSoE1lwC5OS1Ci/a3f5xRmrPxHkSIFJYWuVSNmAyIztBPlWhWDMxU1X6lPFA5sMwXVbQE9TajVZMhjLhwlTZm1MMcgUzDP4EI2eptQCMCdP1YGCsadhoYEBJsULASzBxgUVXg40zlSo5xX8la9SDusOW+6QNmBPXHmi+IWqRl1eNwPYsl6km6nWJf+NSoe2WaTdPNIRVG9DytS+zcemY9KqIuHq60LyN+kFxbdoB7k7DVN3YJgkRgk0Uae0kh41ozWFHdVWi6DxNkwFreIoG620AAGGtN727HGJqS7YRatQxVTd078vHJDqlixMG64bDxeBBClDabschM3kJIad1o+nYdtuKa8CB1vM7FeZtSulbCVAZ3f7zGvIibswTtduyKwqOBKySjkk+ltC+SSAxrlYukBZRwoxYvlCjPjLM2IXvQenupfc795JbOBCcO/uFFxl6+CFGH3oE+4Xl9Bx3DHP/5xLsLXZn/UgXYxXVZwBLDc9XaZuO5QWyJb4eXRPMmbaCnW4ydNrCban90c8aKamYd99r0EgRF7eZ7Rm1lStXsueee1Kr1ejr6+Oaa65B1/3x6qSTTtqsbf/TA7mpRifM2f9PYG7SVHEEzAGhVCs0GSMr5bLfj6/lpTsfZvV37+S58z9Dbvc30HPg3uQPPgB3wU4UJ/zBJrfVQuadcCgv3/4AS2/6Od/Z7yMY+SxOcZz89gvY5iSV9b9/luxRRwWppund/qefqL2yHY3RUnPwMrqrzOgts2XfaNBpWnQM9NUuMiIRbFu04LxXGw9+F8cp/nXqGi9O9FCpa8zN+I0Xtuofv6zVJs6HqboUGlIofx3rBwh8WKdbEwFQK9bMYBnwwdCoY2DXU0FaN5+qMOrkAtBhV8N1WUXHCAS4hEOJuGZiO/L1C11fXPKKHQDc6L0Q9SOOXnsRLR21aCEWqeqqgZi0CJn9iqtji0qEJM0zGZiLyohE2a1QJ6pRQ1W8FskX8X8ZzLUDfiIma2iYSkwmYSDOj2DkhNyKiCZT19pJGmWowjvq/y1SiLIeYi5TDc6tpdeC9DtAIT8WLkFIYElFk49d08hZjqQPqXeWrpxCOnGymErq1RcoN3DdhsVUkP5XX9PGEqD9MabdxO5WGcQJxsy0U77BfCUVADoIW9eJYxHv11DzjASsq2iSFEmz2SGa1swXamjFdYy8960Yhx5L+v0XkjIBXCZ+91uGrvwy1VUrKRx+KIWzPkDfHvujGCbrSzr2iIozoqNXlFgZk6h2nSgvDnnBljWssr9vyoc+z8CpR7Puo+eiZdII8c5OnsepMm1RmaikePDBBznyyKYl5vDwMENDQ1x33XWceuqpFAqFNktPHh0DOUVRNOAPwGrP845RFOVQ4Ar8EXQMOMPzvBcURekCbgO6gNM9z1ujKMoZwE3ALp7n/bmxvr8Ax3ie99JmHUEHkcTKbWok1by9niLKKEJzEO+kExdoSbU6dQ1VT7Hl249g4G1vYu1PljD27AvYr67hmTP/C6/m0nPwvlT22gV3h/nM/89TKL2wkqdvvI+BQ3dn9c+fAGDNky/z4g9/wYJ3HO2vP1JoHvX3HC3pIZauUtcCEDSQHSWFS77BxgkQZ9dT/kPZYJLsmhY6D6W61SIPkzccig2QZSg6llrzJT1UC5Oqr9VWt8hrFSyrWYtmqC6Ddpp14xlfvy5F0ACRU+0AKIm0LfjgzLJqQdp2YdZlVTkXGszl/wv9OzktK9f3yZ3TFTTy2KTw6Hf9btqK6lJRtFBKuZOIvqgEyMsbTtAw4e+n3yghS32Ia9lZpGLnLTutcjTRkIFGXISnp1AUWiRGojWAAtC12//owCBfLwHGk5bZFN2pdIMV7C3YVLONQUxiOkWINHdIniPX2t0arX1L2R5zZ46HtplPOy3aivmYUSPO1zhYt/QhSA2m5/31BenWCLhyRvSAgRIRciqQCb24WroO/VonC9v2AZtbV1i5Jtyc1LLPkzRgJDJxSYyiDGjKWlhwucHC5RLAn3BXsNOuf94EoGucU7lWVXZPCezxGvdK6dYbqV7zKQBqO+6DPW8blAPfgrLTvigpHewma6u742z8xDkYhx9H9wc/iqVO4PzmYQbvuQv7j3+k/+OfIHfUm6l6pu+pXVGh0mAWE0CcEBcWcifQFCr2xYkbTJ8AlmmXwsY/oT6whMF772bGW4/sSM5kU9Ok8rvxZn3ftvPqus4JJ5xAPp9H13XuvPNO3vUuv/zosMMO+/sBOeC/gGeAfOPv64D/8DzvGUVRzgEuBs4ATge+DrwCnAt8vDH/KuCTwMmbtcebGHHG9psLxl6vIC4pZACalGKN/gaEGBoBigD+cu7ncIY2Ys6eQd9Be5JdtADNNBn99W9Z+63vUXxmOdv916nsfOE7mPcfB2HisPrhpdx71IcBWPGde5n3kfejzV0QaKqJTkJfpNZglHA6oDhuMNDj/z+n2vR742io5N0KFdVlUPHTnAP6KHlsiqbFsJtlwGh2xZq4mGqYnQsAktGQ6GgcvqlUAxA3VA+nUAVQE+wfeusAnVMc6Xw2gdzQRJq84ZBT/XlyikNfdpyhepahaiZoqADJ/7TmryMqUxL1EZ7jjtDvjKHXC/Q7YxT1dMDIiZRynL6gmBZcazXCbNVTAZMYnAPDDXXAVupaSPC209DTrR6mVVdtAVICJEZlRjrRexPabqrihcBduxRnnKhv0nbkcxBtsoimZF+raOcp2k5PrTlPk31Th70ANOfTvuxO3nBCnc9xkcTiBr/L6eIGmEsbtQBE5Au1kMWdQ2u6MlTo3kE6daoxGRBrN01Eu2Xbgri4iNTAyU0HIlplQFrXJzNnzoiOk3axbZV8rhZi5uQmGiHMnXvXiQxueJmJ226AvzyO95fH8e67pbnyG2+mPlGgWlxD8SsXk1qwFYWzz8d7/EFWfeHT6LNnk3vz0cz64hWoXV2hZphojWTT97UJ1gR4q5peAOwrQLWiBk0W4lz19lawHv42r375KmYeu5jZHzqVWScc0fKsdgLaOmXZphKLFy9m8eLFDA0Nce655zJ9+nR+8IMfcNBBB6Gqm8/udvS2VRRlDnA0cCnw4cZkjyaoKwBrGv/X8HnQOiHJUn4CHKgoyiLP857bzP2ecrTrYH29p0pfy2gH5oDYNKsIWcIDwJwzm51uvZpUPs/I40+w/p4HKT7xZ6yZ/Rg9efoP3pPiK+uobBjl6atuZ+Hpb4KJ8Bf/K9fcwi5f9bG+0NVqLe72b/RCrkpvwfZtsRSXfm+cvGujkqai6hQVv6g1pzih9KlgxyB8rU18kCaWg6YOm+gE7TX9bVRUl5JisNopBOfC0JrnL65mKrDRokpF0TF032lB6MgtHyng5DUWmBvIY2N6LqZaxTSq+I9UY59wQ52SgomTAZw4pn63xNzyRvJ2mRHPfzwrikZRsULnxFBc8tiNc9KUM0kCcXJEB2xDdUO1dEAsGxWNyZXRY15PMSnRKBMX97K2a02wqeC1SIO0LNNYpQB4Yt6gqSTmZR88G5FzEAdqo9Pi2MS45dqle2UQ164ZRO56ld0wxPp1rc6M7ETTU7hNxImhA7Gd2OLcWSmXnOXQW7Ap6TqjJYN8ocH+RyVLIt2soZReJ+xbh6BPMGZxKWjPnno3bLT7NXb5dg0LMdOjXZvRkH1z5fmj4VRUhipGbBOEcFkBQM2R/8hnsM79XPD7xIpV8OMbsW/7Ot7GIez37IWzxVZYp7yf3DHHMfGViyn/4hFmffEyMvvsi1PV/Meh6mdWWuo3pesjmNZqdw3dHoKf3gJrX6YwuxetPMrw9+8kt/++9B93HOx6MKVCL6naGMqSOxm57io0y2DvH19H3/bzW475HwXgRDiOww033MDnP/95Tj31VG644QYymddOm67Tz+avAhcAOWnae4H7FEUp41vt7dOY/l3ge4AFvEOavw5cDlwEvGsz9vnf8RpGkvtDNGLrpgZmUn5pFTNPOgZjq63Ive009MoI9fVrUUobqG4cpbphlFppnIH99ubl2++h/MoaUtk0tXG/Hm7FDXcw69iD6V68X+DsMFyygm43p6oG6R7BFszNlehTx6mgUVE06iiAh9mQ+xD/FrGCY4Qm+xb9V+i/iRo6ADQf2AiwE5wv6WEvuiZ5zQc2ogbIZ9nsYD/yrh3U2L2Y6sWupwIGqNLoVH2m1s/CzAYGKFJBD+rmhL4dNOuP4gBW3EeIndLxFIWing72RRxvTnECmRaAiiK5a0jyJXJMlo6V02cyaOo04uYX50gOK3JrdrIdIYoswIWqNJmhpJBf/OJ44kSbY0MCtYKdk0MAtOGSRXHcYE7/WMtxRUOu3xMp1k49cUWzSVzHsABxwumiL1Mmbzj0p8ZavJ+FW0270owogIN4uZZ+q0zBcFg3niGXqQbuMeCniwc3WBRHU02w0w7wRIRup5JebdeoMFXwFrcu8fekTQ4Jx9eJzZYck4E4OaLAVY6kc6LOmod17n+TOfe/Sb36BEq2i7l3/JiJhx9k6KSDsXbdndl33oeWLzBaSrhHZIAOLU0Z7rN/pPyfRwV/lwHFNNjxyx+nVppg+M7b2PCxCzFmTscZ3MC0fXZm71u+QM9eO1FevY6Hdj+JxT+5iuzcGa3HNYX3UtwzHvehe712QNv1/OY3v+H0009n0aJF3HvvvZss+tsuFM9rf8EVRTkGeLPneecoinIw8NFGjdwPgcs8z/utoigfAxZ5nvfehHWcAewBnAc8DRwF/JiEGjlFUbxHHnlk04+qTayJsXfeHKHduJDX55H8IIr52s0jhzkGTlf8vna6jqRl6pHl5d/EFuueEkyve+CMjFFe9SrpLeagZrO4dYV6w4BPVT2EXZy4xTTVQ61VKD79AgCKqqJoKoXtt8RTtWC7bl2h5qpBkbFpuKTUOpri4aFgKjVU6sG+WGMela7mfovzWm80QIhjiztHXuO4VMUjJRXU+kfavD4uKlVPQ8FDVbwGdAyHXw5cx/J8IFlTNDTq/VGvXAAAIABJREFUKJ6HpyhUUamSwpXOo+spwfYttRb46bqouF7jXDa2p+AFv9cbeyj2UcVDbRyx2KY6ruF21YN5641j0VqOzT8+LzhPBNuTp9W95nmMPjPyfREXauPUy7+rHdyyk60vaX7xe9yznRurUeryX8hiv9u9A+T7Rlx///+t94B8juR9j7v3xHWPew+I9bTsi7TO6DyTvMpDoSj+faWpHlpjH/LjNSa61OAeizsnwXWWnin5/dB6HOHlo9fFQ8H1lMZ59X9zPQWnplKtqv47pw5Ix6o0HlNvqhkpuctSPndK/IlTGusfcMusUtL+MjHzivm8GOzT7jci109pXwraUcSek4TjS9oHpR65r1QvtG5F81AUj9nlIq+Oj6N2ZXFWrUKfNx817X841utKy/3Yci3Fc9RYr6p41D2Feh2Uqo1qGqgqMD6KNzGONzFB3anStXAOqbRJbbxMddymVhxDy1iYfdMYe3El9YpD9xu2Rk01iYdOx3i13blKiHl0hf4eGxujq6s57emnn2bWrFn09PRMab2LFy/G8xJeBJHohJHbD3iLoihvxmfZ8oqi3Ats63nebxvz/B9M3k3geV5NUZQvAxdONu/BBx/cwa5NPaLp1U2vj5OLy/XY6X54LfNF56l0SIxuvaTGKwcn/eqF9qOTiHYwRr+yo92M0NRn87+yZ7Dyp+v405nvZef7bqM6cyuK40aLKCjA3JnjmK/8id8dfmJo+l5fOY+FBzQLRe2axtBEmuJEU2g2n3XYsm+U7bKDAOQDwOUf8zZLqrx8sD/F9GqY9SoVVaeihM3kodVOTdaSk9kGOfU45GUYrHWF7LKEvpzMWoj551T8BoNVZjd51yFfsymmLIqaxZBnBusSkiPrixlfV8yaCNLAjqcFTKHY15xqx7iGpMhj018bx3SrTGi639Sg6sx+FIYP8GvPKmqja1XR/BRuvRpM95sg1KARQvYJBp+xlHX5kr5qnVAtX3JMtbg4ur5oejOOBRIRt68H/2oDS/b3X6ptmTV5HyQ2utO0cyfnI8r8QXx9HsTr3LXrqhWMXVSaRXSfCps5UDBx2XoJLD84vI2495x8nwTHKr07ohqOobKASPdzXDh1jVXFLp5fWfBFwCMMTq7Y6O5OYJ+iHqLB30ljtJgeYfFE6vHiwaf5VG6n8D42mKx8oUZ/j//cC8uyKTF5MjPV4WKhxo+Gn6r4f9xxtNt2lPET3a/5DY0yDMvDztQZmlkN6tRy1gS1az/NRXvtw9cqRVZ95EvMuvpaUot2TfSylZsaqlInrYiW+kJPA8Nn6qxe/7dCrkrqZ7ew9uOfYMahe/PyrT+m7+C9GXrsz3h2mdrGUQAWnH40B577xpbD7fRZD+2X4uJ5HsNPLcfqzdM14CsUiPs9jo1bsmRJCL9cd911vPGNb+T4448Ppo2OjvLLX/6SK6+8km222YYdd9yRer3O9ttvz8KFC6e8n5MiCM/zPgF8AkAwcsBxwFpFUbbxPG8ZcDh+I0QncTOtadq/W7wWHaxRINYK3pKX8zsr9Y6X+VtGVJqkXZo1KhpMyn9Bz33TG9l45omsu+V2Zlz0yVD6RgiI5jMO2toVLDnQB3GKnsKr1shuMRNndLxlQJbrn/wXg0GlpzXNWUEn79moNMGJSGMmyW1EQxyXAGVyM4BIORqKLyQsn5uKp5NTnOA6iu3118apaDqm6+9LUbPod8b8/2MF53PU8QWChSitlXIDUCgcG8S2RZTqFo6kEwfQ743T75Qw6zUst4pdr4WaGyqq7p+XelM3rqhYmFryeZHPRckzMBQXm6YUTeK5jNRQQhOoyG4VnUYSgJtKtAOfoaaNyTySOxxkYweLxlu2E4Ar0rhxNYNT9Y6VAVzOcjBVl+nWRKi+UtRxgs8wTvZeCgmmS3W1UekiES2NDjEhd8eDf636MmWKvQZONduibSZqwUKdmVJEgV3HxvAJKVlV8cjnaszo9ctB1g2nKbYZOqecqk3qWE2w0urk+JL08tqBTAHirAkVa7xRy2a5AYizrDrdleVsOPcczO4ujK7FrLnkcyz49k3UFuwa+wEfPc5qwvvYGdFbUuT6iN9t6wSpV52+I9+OuXqMUmWchffcRaVnIb22RtdLv+al97yXw37+dWbsND98XJFnMloyEA3593W/f5bv73M2AL07LuDUP93UMs9kcfHFF3PwwQdz1113US6XWbFiBePj4+yxxx4MDAzgui5PP/00rutyxx13sHz5chSlIyIuiE3SkWswa2cBdyqKUgc2Amd2uKyjKMrVwFWbsu1/dGwuANvU5U2qHSdPWxm/ZKbutQBz04/cj7+c9wW2+lyFtFGjOGGQbzR49uZsZmQn+N70YwDY9ZqLGTj+MB7Y7mjGX15LaeX6ln2qumrAxhVyDrlMFbuaCkBaUbHIezb9rs9CpbwcebdRl+ZWKaYsv8Afq4U5SPp/MCjFsA3BgKdIwtAJRd5FzQr2Je/aFDULy61iuVX+mBkA/BeLqbqBoK7MqshdrhVPl+rtwm4UJtUQswZga9KxKRrycGJ6vvyIWa/ST1Vi4lqPI+RR29Csi2O9ZIZSjsQBezPV0OO2vynzitRftANXRLTAXwCVqci2yMycLK4su3cAVJzWekIhoBsXnWrdyTp5BbMSYnvlZp9OQ+56rqAlno+o5R9Mft3jul3zhsMuswcZ6Blj6fP9DA3FiyGLkJmpzYoImBPF+WnLjdU0tG011posLuLq5GSZleC3xvZju2Cn4Oggb7clGusQ500GcYatYGcbwsMN0d18roZ+7/Ws/OrX2O6/TqX41DLqjsN299+NnZlJudTsRo02UIS8bJN2MgriGtdSryhU0YLlhshiH30+ACUXrJLvvlG65/vs+PF3h0BcOwDXbpqIn578GV6441EAjr7rEhYethOGLPOUMAZEY6eddmLZsmUsXbqUrq4u5s+fz8yZMycFa1MBc1MCcp7nLQHfEdbzvLuAuzpc7mZ8Jk78fTVw9VS2/VrGVFm5v3VXq2DqOp3ebj2TTe9kfVMFc9P33A5qNUoPLyF/6GLyGScYXESh96xD9uDVh//Akx+8hCc/eEmw7vTs/lAKarRiUpwwgpSqAIKG6vJsfTo51SaHg1mvkq+Wm/voNoBYA8wIECf2H+IfPHnQlo9ZpDEFeHJo9YUdqmdDzIbPtIbvE7NexdZ0rMb+iW5YK+VSqTdN6Ecdgz59ItRRLEJ0tEI4NVpRdSqqzqDRelwVdDypml/Ye7Ucf8ASh7crH4dwkAAS3xiyG4jMsIgUcnQwjzJ0cfME65amd5KWi4soG9Yynxr/Uk+S5YmbNyrZExei6UJOo4pubRECqCXajMWAuejvsuOCSKEmAThxb6ltPabD7yKR+rfrqRZ5ktB5imFp5b+n2iko6411WtgfTbUmRgRACfBU9xTKthZo90Vj3WDz+sXJmMghg7l8oRZ4SZdtjaGKEZpvsv30F2zf2CE7QYS2nwAI7Uw9ENytWB6l7hr5mRVSP7+FjTfdyOE//jK/O+8rKIZBev5c7MzMIKUcrCNGpzB6XO2YwbhrHO2wtSxfVzRvjVO/+Uo2PvQL3vjf3/B/i3n25Oc17kMtGuuXLgtA3H+u/h5ds3pb5rlaPTjxGKLR29vL4Ycn2X9tfvxLOzskuziEgc+mfMGGl598ueiLMtqB+beMOPeHTrtZDdUFS+MNnz6LZf/7HfY86gAsvTnYlGz/5XTgj67i/7r2Cy175OO30LPLouDvSl2jWDYCkVPwgaAAB7KMSNRtAXwQV1E0BrX4rL2slxaV7xAhuz2gxOuuifAFfk36U2OYjfUMKllWa3nQmt2hRT1NRU1hKlWKTi5wpZibKQVsRNExWFXOMSdNwMKFXj5SalRm4YCQfEpwLtDwcP3fNCt28A5YuknuMUut4aTCg2+Lj63iy7GICIGaRspQBmRiWqguLGoDFgkZJIptyhFcuzimMBWf2gwdh9pkIONi0s7dSVI2cSyVhRukUtcX/RE0H9HUE9qKckTBnPx7waxgpdxAPkSk4pMAXNK0OPBf8gxenOgJAGI7jTkZ3EdDnPc4P2R5npJttDBdrfpp4Yhj5mKN1uWYZJ1OVWXl2mzy7x0IBEfDttWwaHOb+aPTo+xd3P7Iy1hWPR7M0XRvKMkraKQzF0wbpnbnTbz6jZs54sYL+NX7LyV/1BHkP/ARKs+uYHCDFWjCJe17FEyG9iEhhBiw2BcB3JyqGvzfWP47lp10PIqeYo+vfgwtbbaAuFTdoV51wfLHoTg5nbhpulcFRSE3pw9rWng8mUpa9e8V/7JA7lKO4nPc2zI9blDbVDA11eaDf1Qk1ZG1S58Aobqh6Qfsyq9Pu4gHZ+/HzDcfyA7XfAY0/8VXsg0802O3276CVq0w/tJqZh21Pz07N02CxSArBrHShC9DsHpDF2afSz5dCclmmG6VSsNCy1IUVpndDHn+9ip1vaWpIe6Y2j2QYjB3pHMjAGDAzNUz2DWNotMTCKfK213j5impBoOpLGbKpVLXyRtOSOJDgB/L8j1XV5Vz5A0zJP9QxPLr7oSsitYEbiXPoFL39zW+GaJZWyjkWGSf2aQIfUhoYV1BYTvmnwPfbSKO9RSafHY9FbxpQoO6BK7iZESiTQ1RaRQzkuYwFDexli0qQRKNYHoMMxf3DHRyD4kQ4K1dKthUXfJpJ9FerNPaOJFGna0Vkxn6GAAXDRnECcZ2dbXA8hFf33DL7tHwOhNExTelwBwaHsQNP+NCrhp4iybVWLWLSdOuMalMObw6sSlDGbx06rUqgxdZzw0ItPTaRYs1WFKaNQbgRRmtgDmL2a6uVql8+6u88PWvoZo63TtsyQPvuJTtP34m7knnsGpdl2+jaHcGWOMiCZz6rg1eixVYFNDX1vtlOd277cCy637A+p8+ylF3fzF4Jof/soLbdj6TeUfuxdt+egnRaFcuMXOPbfio+0DL/HJ4nscNN9zA5Zdfzjvf+U4+9alPxa7r7xH/skAuLqaagpzK+iaL9p2vr13EpWvb+bF24gBhqTWYWSA9s5fy2mHWPfhrdq07aJYZ1PqMVUy6jzwcS6/R31h+NFIwYVdTFMsG1ZoaGLFv2TfKnHTJ3zZa4NxgpqrkazZmvYbq1ZlTKdKvjfu1cZoVgJYQqzhJfY84JvnfaFdrwM42tN4M1U8fFh2DwXqafqtMf2ostM6A3VOqWGoTAMS5jUCDiahbAWsIPqAUQFVeb7Fm+t6t1VQg4ioYPXHMQSpW8zt4S54Vqr2TI6mMIHCwUHwDdbmLeSqac7KtmKNqCLcLAeiizF2UzZHPiRzi3pQbM+Rt/q1iMpZOTi/LtXFxwFUYzk/V/UFOpQoQJ+sEQnJqPRpiPgHeSnWLomtSdAyGJpreWEE5BK11hkkiwvL9LotpJ8V0a4K84evble1pFEnF11i1qRkTQCCWiYuk7YTLxWjJf8cJsCN6i2QwFwV1caxTJyGnDIWDzWS1dlEx3WgXaxJLJzvkiL+dqtoy3X11NetPPhRv3H+P6TN6mXfCYfSc+BaGtHmsH/bvA1XxYtOnIeZNr7ekWtvV0UHYcitOtFhEfZ9jWPD0yxi6y4YLP8C0PZvdnut+/yw/PvYTWL0F0n1h+6vohz1MjW0H+K/1u3HyB09m2bJlHHfccVx33XV8/OMfR9f/MeTNvzSQ+zRHB6zcpnaiQufp007i9dDNGo1Owdz2557Mczfcza5fPI9UVwZXev7Kju/FWXX9r+yc5b8dBXgrTTRYpUw1qLETXXfRDrsKOoNaDtNzKVTLuJ5HoVpmFKg0UoB5fKN4mVGLNnVAfHpdNBIIRwThDuF42qRdsIN2GivTWmQrmheiL46oLValrmHRZJyiL5DBWlOfSGZ4qq7KuvEMZAE93LwxqGQpKRZDlYwPPqXr6cQdj9I8DxX0EPskwFzTpza+eSROhkOsQ5Z5sdXUpJ2NMhMXBQlx92Zeq4QdSeQXt+aiKXXyqUpbf9B2kdQkETefXA8HTUkRm1RHtmLQKjsSZ1MGDccE1W44iTQBGfjMrfg46FPHI4LQ/rw1VFa400KMa7S7Wp4uh5AzCX1EJLjFJIVdT/kexI20bVzEsjgiRZiOzBypH4suKwOE/h6b6d1ldK3OCvIhGQ11zO9aDW232gpGxDrbgTm5RkzeHxlMRQGdAFwtqdFGTFb/J9Yne6wG+5uqULz9O9h/+C3247+mXmrqrObefjrZo48jv9euTCgKI7YWgNy49ceFOE9i3zsButXuWlsAJ4e4Tpl93sgr37+NbU/Yj1xPhu/vczYHXPdRll7+PYxClnrNRU2FP5xl7+2ppEtrFYfDDjuMQw89lJtvvpl0Os19993HkiVL/qZ1cO3iXxrIidjc1GnTs3XTauj+XtFJ96p8cyfOG/OCdjyNuQe9gScuupanL/sWB735kJblxABUramBTpxl+N1g07vLLfP4fqvN/RPHIIBWy37Va+RrDdspVaei6KH6IOGyYLrVQCIkODeaTlGzQhImRc0ir9hUFL3lfES11WQWZeVEjoLhNNgky2dIFJui4vu+yqxfE5j4DGJzOem4BNhUfA/ZYTcbGmyBQF7CUN2gdq/iVVldLQQs2IARTodBfOeufK4rkdSy2O+4dYRAlpSidFQtOFcCCIqw1FpsylFOpyYBuLj/y9EEm27ovlbxWmr6osfYLjpVfJdDdKLK9nNVV6VEk1EL1iV1rEbt6sB/NvRUPQSumssUKKWsYJ/kRiJhM+ZYGkNKNjg/Jde/l6d7G3l+dBrFshHaVjOa2xP1fGJf7HQKsmDobkvKOxrCCm75SCG4b0crJquHs4yWDObMGGfrvpHQc5C23FimSh7sW0CC2cqexYEOp9roPHVSiPYp2Uxe2+jFgqC49YjtTQZYOknFCgCXtLwDiVIlhlkPwGch18pjevU6K08/hfIffh+anjvpVPLvOBN9wUKUhgdotUbII1WEEICWWT0ZfIqQwdyk4Exi4ZKuVTTKtkb+2JOp/vVPLL302xz4pf9k+u7b8LuLvk73HjuxcsmfeOB9V2Jk0/RsOZ1Ze27Dwv0WQeP4xNhXr7lUShO4dpV0bw4tpokMoHLhw2y99dZ85StfQVEUXnrpJdauXcu+++4bO//fI/4N5F6DeK06Wl+PbFy7iLJzlY1+uWzXgoFgWnQgirMXEkKlgnkoTvgDia7Vg8aAYBv4xfmi4H9UT5NRFKqaTr7SeA2nYZXZrCOTgZ/pVjHrNQrVMkbNf9E5qRRUy0yniK3pVNQUFU0PZEQEY7FK646vGVRd+q1mB61gYUbrBguzIy3zD1UzgVdrsA6pvivQPlN8Bq/5oeD/P6faFAkDuYKR2Njfur8x6YS4+rqprCtYj+KQUxyG6llyqh0wo0NKliJmIuiKplPlFOxk2wztt9SY0o4JSmzeiaTdRU1kO4AnM3txLF+cnEi1plKtNQGTYJ+jIr7ib7kBSPxtGW6wDj0lNxd1Bc0P0UYJm1Rsl2xxwmCvapHVw8kF/bajBcy5kNwQUcjpFMsGo3kjeBYEuybrRK4bzwTWZC3em2UNo7tKtVfFrmmBLR3Q0KcMX684sBCdLqITICaOTWhhBtZla+osmFnE0mvYVd9C0NB9eaS4iGPrkoBddD6xn/K5jYIXeZnoUy9AUCFXDezXZD3BiQlY/aWrWXvN1wHoe8+7mfbBD6Nmm9ddPq6oyX0UgApwJu9jEkMXBWcCAMrnq901FNPjwFyxnKH7vefw4tHHsv/Xzuedv7+Goadf4rb9P4wzOsbIX1cw7+g3MlKssfSbD0C1ysw3zKdadhhfN8LIy+uxR8fRsxZOcQKAUx76Atse+obQdp6653f8/u67Wbp0aSAPctlll3H22WeH3Bz+3vEvD+Q+zdFcxt3/sO3/PcHbZHIm7QbyTnS0Jkp+OmRi1Xp+edT7qDk1rEXbMOvTF1PXs8ELRYTwgARpMGoMXAM9Y0FXp6G4rTU/qi+sjGYxoKih2v1CQ5Zk0MjFdnSKcBoWLgLQif8XzWaOpqLpAYvXr44zqGQDVslStaBrT7AMTl1rSTtVaKZkizVfysNGo4gRKujPaxVsUgEILKoGVqqZDkVKWxmq2ywGb4C4KJMnbGnsegrUZo1S0Mghde/KwrDCDUOELEAs5FjapSJMqpE6PT8Vm9cIpVUDoNWmG1VmfyczcPe31WzkkI8znEKOB3FxEXfPR50LIFnsV2bioNWJQQA08a/wG5UBnGW4wbPSfGZawZ0MDKEJBsskR7XW1Gys1xVGS/46osCnHbAA39VgtOSXSKw2ulr2TcwjszotXYtpF2dE5+nnCqwbTlPIOcHxCu9Vw6wzo79Cb8EOGqPEx6J8LPmsE3uOmsfQ+FjS3QDwRGOgZ4x+q0w6VWOH7qHgnl6dK/D4SzOD5cX6OgGL7UJePm25lG0txHQl1eXJf0cBXNqooXkO4/ffz8sP/ppXvvsTADI778iCqy4nNX/rxtJuy7kSaVQZhMrXLNZ2rE2IGkRo3k8ym5fEwCXV9snLpC0Xs3cuXdttxU8OP599LzwRs7uLxV95H/ZwiUcv+CZkssz62HkMTJ/J0FVX88z/fJNUxuLIn/8v+uxZuINDrLz1Rzx7ywMsOm5fBnaYG9rumide4N73fY2f331vYLfleR7XX3898+bN46WXXuKSSy5hMtvTv0X8ywO5TkLUS7VMn6LO2+shOt3ndg0Q0RCD3cyDdwdg6PE/N3/83Z9Z+507mHf1lUw//s3BQCYGGTl9CjA97wTpRVG4HmpYaOinCbYMQCXNSmsaeT0daMuZ9Rr9Tol+Ss20qedi1ms+49boeF1ldmN6Lv1OiUK1HGLkhNVV3rUDfbo8dgAOfXsjglSn0Uht9ltlio5BpZFKFMBHttwS8hvrxjPMyE74DRP4GnNDE2l0rY5pNlK8NZN8Klz3Zak1MAjAXBTEWWot8G+F+E5MuV5NBpsyoyXXUwmpkoqiB44P8rpFDZa8Dho2aULoOC7i9jEK2lr+lj464sSRfY09LaQnGF1fUtovLuTO06iVVrtIEvYVEQcgJptXBnNx60gCetEQYEYMqsLbWJ7mzycVokcK16OD7GjJwIkBgXHgL8oeCZavWEr5Vlcxg/iM/goLZhYDiZWoK4xIIcsMdaBPKdXiRtmquLCrKRyjeR7E8+vUtSldN3977VGPADiyM44IGdC1W68AvgLA6Vodd3yCP59yNht+vRQAa0YPezz6Q5Se/sa7uFXkOC6NCvGSIZ3UsYn97BToymCvk+MW89uOxuzrv8mGK77A0m89TGXtIEN/epF6tcb+l76b4b++zJOHnkR5sJklqU3YVIwCeqnIT/d/L3ud/1bOXnoV3VtMD21v+cN/4vsnX86tX7+Jfffdl0qlwpIlSzjrrLMAOO+887jiiis44IADOP/883n88cf5xCc+0dHxvhbxbyAHXMhxsaycXIeVBOb+lWIyVs7qLbDV+04gt9VcZrznVMbdLEMvDDOx9Em6DtgveLkkRdVV6bfKbKlvAJp1equdAhg+MySspSqKFtTDQZqKorEq1Y2Zyga+o+ADOrNeC9XDmQ0bqxdTvZTqlq/vZlrkDTvGg1SnktKCeyHv+ulCIQFSwU9/RoVwwe9M9BlF3e/+q5msKnb5jR41GK2YoUJ2GSQIEWQR/jqtMHhSwUlpAZsHftpW1MIphJsLoLMasJziUPKMBlMXtvfyz70eCwxNpdrCfhWxMHFDYFB0FAfHIa5LG8YtWqQcyKNEAJwcpucGtYlJxx2d3gnbJgO4dkDN0mtBOq5TCZEosBAsdTTV2o6ZAxLTflEvTH9eNfT/drVZUQA32eAsQIE8/9yZTnA80/MTobIE8D9OVo7kgt+h2RSVTztBd68cgQeyVWn9YNB9p4iiaVDJN500KnUt2HZQDtFIO1ddlaqrsqrYhe1u4OmRPn/fyskOE3HnVhxzaF9jwFpcCHA72TkWoDSfcULv17pT5dF5ewMw+10nsvCct9O17ZaMRVLrImSHik5q/JSEag5xvQs5J9j/su2vW/zf3+/2KfC4NHPSvCLG12yg66L/odCtkk87PHPGubz640cYWz3MW2/9GJ7nMbZmmPJwieFlq7jrpC/w7PmfJTtnBjXbYe//PJLueT6Ik7NlD1/yfXb76gUcf/zxfOADH+Daa68NbffEE0/k/PN9x4krr7ySb33rW/8Gcv/o6EhnKYbV6qR7VVbof73HVFg5EbXxMkq+wLibpThhYMyehTF7Fnqqjq7F62SBP+jNzZWx1FqLn2Of7r/MxfS8Z7dcI9NrptQGU1lI+b6nwe91yeVATfFiqpdhNxukS0qeAQrkG4K7wl6rouisrnf7+6GMB2BmyMu2NDzIAKAiT2tMNlSXnOVQsg1eHEkHEivPO91Mz08EwrB9mXKoa080NgjNtlChv9oEaKKhQQBuBS8E4pL04+QmBsF0ycLLwq9VnJO45aLp19C1aYBB4T1rKv5+xNWjyUybbEkWl85Nek4raqu8jrBXawdkRdo7iWkTTgkWbtv5gNB9LoM5GpZaSTVxIkRTgTxvyzaM1nRYHIATA2HackODX3RAVRRCaa5YFi0GwCUBEzGIbz9/YzBtbq4UEhGOA+/9KZ+xHnWMoBsWwM7FdwuLZzDKSsvXWjybC7MjydI7psaKVE+jNKLZmOLWlZYGEHHeZVYzjkFMAnEyo9eOXe2E+dNT9RYR6ZQ9ykNbHQbAIcsexJrpiz7JHxWyvVv0PkqSUzGkBhJ1LD6FKLNv8r0hwFw0JgOqcfdsbAeu4fLc0UcB0P+uU+l65/vpvuiz5Pd8A8uu/Q7rfv8s9ZrL9m8/iH3efyRmCt7z6yt4/ud/pl5z2eJLZ9I3K4dSr/Dn23/FU3c+xok3fpB0dxZ3wsbtm0mtVgtA3AUXXMDll18OwMaNGykUCpx33nnssMMOnHHTREoNAAAgAElEQVTGGW2P6bWOfwO5RlzIcXzVu7PtPCGbpBg/01gx4YTB5h/J8P0tUsLiZapkstijE6hOiuK4EdhsyQNbSHJB918uhYZQrii6D+q1GuyPmJbEwAjjeDmKeppVZjdA0LEKBCAOwunAiqczRJYBbaTZHNGo76p4Oqu97manX4Nhi4bseiBcLeT0j11NUZwwmN5dDg3S64uZgLEsZJ1gsKl4On36RFimpM3HspwuFN2ZwW9tPHWj88jAKe58y+AoWl/XMl/MMyDbjhWVVucJsR6xD2J+sS+JIK7hJyuDuZC4sQIaSlsXhiRJkFhpFD3aNUrLx4ocMpiDVgAHrbIioeUjfp9ioBcDsVyzNRmjMxnjkQTm0pbbllUS7NCc/FjgLiF8g+PqcEMfbrhBfaZdTQWMmegyjgN+uZjnQTwH6+1MwHz3Zcp+rWbMvSQY+35jnD+qsxkkDfiSSSJkACdHXBq6ta4rPv1tGS65TPzHf7v7QITMwJmpKs999hpW3XIXzpAPnvf60fVYM/ub93TwWKQSGeLJ9OziGjlkpjauSxYIsXGbWk8Yt5yhu2TVMWqP/RK9p0B1wyiD376N3nedQb13K3JnnsN+7z6B+rN/JaM5/PXK23jkwpvo2XqAes1lZMVa+refxzHXncPPL7uHP393CVZ3lsroBA9+6jZ2PGFfFE1l9x8vRTvi3cF2b7zxRvbaay+uvvpqnnjiCY4//ngWL17MrrvuyiGHtKo2/C3j30BuEyJW+kJmEhoAbTJm7/XGzr0WnrLpWX3Ya9bTsOtDT9VbUiGhAbGGD+ZqGvnG3SgP6j7o1FpAXEVpMl1pz2sBcdDoUG10hlZUnaLiCwXLkhwiQo4FOgyoTTCXU5yg2H6w1kXRMRitmMFxiXRMnC7Y+mImAHQi5MFbDMr5jEPOcrCrfrMDkQyOLKQq9hckGySlVfZBYcJPA9Pa8BHUyEnafNEaOeEIAeEPD5EmjWskaQI6LZxSVXWoN+eRr2VeGi+i2xDTxPzyoBt3zUV9I3V/m4ENmfQsauI+V5oDfrTbNA60xVmTBfO3AW9xITNu0YhqtiVFFATKICOpgF9EUuo1KWQmbrJ1b9k3ysLMBr8UQjzLbYwV4j4sRx2D1cNZVg9n2W3eYMDKQ0IXcuS9JRji2dkilawW1Lf1KeNBfW3cvdTvlNjFWMPqrjwvTvSERJCTQgAUGdCEi/g7rA2Trnm7EhQ5ik88xfAjv6Fv7x1Y+oXrGPldsz559xs/z8AhewBu835ubEIWzRYNIvKxtEuviuMUnu4yiBNAK44tDo4zhq2b+v3oA2Bt5bMUf3IfT3/j+1QGffDau/eObHvDVxnLbYHt+O/Y9cxC324GjlFji5sXs1NqAqVRpjP83e/z2Eev4Yfv+RozD9iZfa+9gGn77Y62djV/+NTXuf+Tt2FOy3P99dfzq1/9KtiH4eFhMpkMRx11FPvvvz/f+MY3OOSQQ1iyZMmUjuW1iH8DOSnOU04IsXLR4uno369VTOZv+HqNuEFw/KXVZHfaLvhbfjlFLZcA/w6sNbr76ilyatPwPqc4AbiIM6QX4SkKg4bf+p0EjiuK74xQ8fQgPRNKDaq2bxlV95srnqnOAHzdNhNfRLXkGTh1P6U2N+dLrfh/+6kzkRoVAqpyyALI4iu/WlOD7ryBHl9PyzT9l64YeJ4fncbcXCm2IUA+70I7Dlq1zESKPKSsr7jksUNMZSAi26gPFOBJOGhU1BTFVPPen2raXTxDJtW2z4/puWHpl5jxJA7ExW4z5nkSQ2SsH2qjCUWOqEWYaGSxq6kpAzgI+6TK6S054qZ1GoKNg/YDaicRLSqXQVxcejifdpiTLtGnjHdUogLhDEcFv57U91j1U3FLX+lnenfZLzkwnJB9XZIPdvSdmlebGpItZRmRe6nfKYEBg0ZXC5CLnk/BekKrvIYIcT2SwK9cAwmtIC5JYxBg5LEnWPE/17Aisk7VMpl74hGx2xMlAaLTN3ocSZHU4CIAXNy9IYdT1RLZuiRQZ+guddtm8EuX0/22kzG3WUQuUyX911+y7JL/pfTCShb+x35s/a6j+cuXbiW77VYU3rgHI/f8iLrt4JbGcRfMQ9FTjI6UGbK6MQZmk99/32Bs0k98B4efcgrgn99xYHwMrGkZ5l7zJeYCEy+vYfm9R1MulznyyCN54IEHeO6551BVlS233BJVnZqjx2sd/wZyHUZSQXXi/B2+xF4vETcoR6e185wUxcK18TJ0+ZYohu4GACYWxEViZSnHcrfA9j3D5FSbClogoOsovlq9qYUL3QG6UEPNB0BoYBBWQ1EgIxi2lXYuJMQrK/evqPTQp0/Qpzbr7ZJCDO45y6EvUw6myYycpTfdLcDvNBNiyCKMRpOEU9eouiqDdpqC4QR1WWJ9uuaznXnDCTS6VqzNY+guA73jvJFRiqSY447450fIciSk1QVgEyHAMYAlNYsUFStUb2aG0rfi/EtlCJFnIQCCETAXAMmGzVrow0nRqGgNcBmzztDyclq1wcjJgM5D8T1qpQ8Rueuxk2hKijRrPMX0dgOviGjzw2QMnAzsJquZE4NipwBOTnlFp8vRrtNTT9WZ211iYWZDuDGlzXtTXKdomUmUHXWqGqsGu1hFF4buMr27zJz8GAPGKKbS+j6QQ3w4BH/H3TdqKvhQEZF3bQb0UQatNKoSrgWLA3PQPl3oVLUWgJ0UQvsvWo5SqWtBvaWIaQfvS/cbd2fkN08A0H/I3vTuuwtbnngwaRNs6bYKbPAkK8QkUBqNdiBOdMtGI1oGIIM1+RxG6wXlc6Sn6jz7zjMYe/x39M+xMH7vsfyHP6M2Vmavi9/JotMPR01p/PazN/vbSHksv9L//4K37Ifrerxw1Xda9m33lc8Gz1QZv4kl+gzK7+n3/2kjS4Bly5axbNkyHn30UbbZZpvYc/WPiH8DuSlGJ0zc/28gTo5OWZYkHa7Rv7zA7HPfj1NTmd5dDlKNwQCZigdzJdugOGHQm7MDZg5gtlYM9kt0RA55vpZbrzaOicsMalRIBYBNhONprLczoe404TjQp45TQWNLfQMDug8YV07kWJgdCaVVi6ZFyTMYqvs1dcKyyK6mAgkEEF1u/oNvNU6NlXKpSC9KuTtvfTHjMxgR+RUr5QaguIUNSLkMFdOsH0njVDV6CzZVVw1qgNaPpBkt6RRH07z4/9h78zA5rvJc/K29enq6ZjQzPZKlEViyjRcZMNhcL8Fg9svOhSwOJoEQIAmX5EdYQpzAj3tJIJdcQlYCJCTwEAi7SYDEgBMwkARjjDHBS4wtCSPJlqZnxjPVM9211/3j1Hfq1OlT3T0jGS/oex49mu6uvavPeev9vu99D07iefE9uG7lFFw0U61JI0AnNi94KbN2IsAWGBa8JIBvuggNC4uFHEvHaPEaJko3i9IlQJUlkZmR0JDq0Wo6wzmYozSskFoFUOlCBsDlYfi2hO5jvkwBMnPBAg0APANc+kXFyFEQ4BObHGTBXVXNXF2IReejQlxGxdbRpDkMINQBu2EgTgYedSBOZOIAxqp7WrApncylvIlb19vYf3RqiNiugcXVBvqRiWDawGkTK4PSNKqaTmlM5vc92L0kgjgU77WNDeye6MLQB4v668CH6njl1+KyJBUiRqXure7Bt3M3/v2yKxAeXQIAbHviRTjzylfilMc/mh2fVBpA9zSNFXX1fuwYSwFgABUR4CjWuVyM0cmxfbavLBWRQwa/Mojr3XwLDr705Zh85Fk44zeuQPTDH2HjP28BwgAb19+Ahz/1MYhv+DYmz1jA09/zGuy65JzCeSJDdy2ANdnA9BkLCJbXsOfnnoaDn7gGd33xekxs34ZHvOGXsO1Jl8DYfSqMhgtz2xSSTAE8pd+xlYXoXvcdHPzMtfijG+7E9PQ0nv/856PRaGDfvn3K87y/4iSQk0JOr4pxItOpmwkahHQYx90ksdUmB1ktn94T/STTMELvrruRLpwJYHSdB4nnkt2PN1FKC4i+pHK3IclcEFt3KtZxd+pVtk2+jcSS3bTS5nVo50x20E67lXR5W9/AzhYzG/eSoLTx0mLAaJVWX5Mx9uszfKAkYCcq6QexiW4B6mjSJYaOmD45ndINbEx561zod6nX4DVzYvCnyMBA17L4wOlvFI0VVgZvKoG/ZiJNdHz9hu34OrbjCRccw9Nn7iw08Zisim+U94NfXF7fdCu1QxzMFTWGBOKoU1W28LKFBogQ1kBtlHj/kSdobUOQ6MgxBMTx94zB9LC8T3a8iqYFSrcXYE6Muro4MY4nzTpOjMfemQP3FVCVLAFK4CHXRfHtC80MwwAcHQv9psTO5Sg3Ko0udWMWl/gpHsKC2BwAP3KBfBQbWF5jLhPhDgPntVJezzkKxPGauOKhhCR2VOGlAc4yFuHoDrxGVCs9Une9VSFfT57eE8YPVdDDQxCbuPffvo3vPv/lAIAz/+gtOOUlL4Ru0v0nPTgrtlGXtpcFm0UAR3Vx5Enbj0yYxuCD6DBIUfeQYZkZpuZdJMsr2HnWPO76gz/H3FkLOOXsh0HTdTzzvZ+B4w06jvSXfVz/Z5/D99/7j9jx5MfhtD//P2g85jxomoZtv/Bt3Picl8E+9WFYuPJ1Aw9cqocvR09hBF0c/dfrsfzv12P/p6+Ft3MGr3rOFfjvv/x6POpRj0KjMbpm8v6Ik0CuJuQB4f4CcScyxvFaVUVdSpXAEsAGCf+2H2FizwJ0x0YqzTXk8xgkBqtFE9KE5KtqGRmTd9AT+KnDzeqBsruU5DRaesBBZV0dtWdH6ATsh2eZGVpuNKBZxdN8msFkTRTfOxVjE/CYd3u8McLRUywKHo0AYBVSAIurDZ4eoIYIH4zNo4FcHFAO+5OVQndKoS53J9EtBsxuz0JnhbEJnRW3XjDTyYAgx9xcxOtSQlhw8o3ib4OL+nIGrQBw3zBPw07Hx0KyWtYUZYBjGEU9kzAxKurvaPtiyA0sPOUJ5omrXE5i4TgwMwebiUi8mbapCjqmDNrAA8mwEBlkEdSNqw03btRJ89SFeO+UzJ6arePLFaydCszper4lELd7olvcR+x3spQ1sVdbroh2V9hW4aFg/8YMHxvWQgfL3ZJRr5P0oIhi9pDWzVx4eqBcpu4hgTQoD+izONtYVD4cUJBDinjeYqjAOEmXDLt2devWBaXzW486C+d/8e8wf9E5CIX0XzewATfiZRgkmKxymwFKlkzUjwOqaVSxC1dk38ZhkYH6e0eMhp2gn7Hl2uefibN+7jI87MLTYbq2MKaUTV7rdy/jhnd/Bjd/8EvY9YIn48JrPoxs1+noRyY0jR3X9MXn40md7yELGDGgSlUDgGMkWD9wBOvX3YAfXXs97vjcdVj4b4/AGU/eh2d86c04Zd9uvFZ70Vjnen/GSSCniNdqL8J78XH+Wiz+vq+jInHyAE3RikycmGbqH74HzsLO2gmlAuaKsJRPdcI6kl+m/L/8ed2kvHu6C9cshXNFAKeq6/JtF14acFkT32rgsDnNtydaZMWJjl0z65yVCWIT/cisqKwDZXfrlBNWfBvp/P2ezf0sSWOOmLZjyw0h3VW2+MuDsBiazibo1kQM12L6fL7h8sYRR2A8KZwswR5jGbfF23EAM9jrrKCdssYOLw0Y6zXAcKk7CcXPRQkQucHCN1zeWSvLmahSr2WzhXAcAuMjgkEZ1EW5gRxls4tKAHhUOHrKZXOAMr06TjpVZgaA+o5XsR5KBm1yqLTBhqVjZXZEtKxSfV4X5KAQ5QYOZrOwtRTnZUcGlpNB3IF4Bjfd3a7osalqtAhM1Ml5+H0b0ZRRaYaqZXhrwNp+cxYL2qogMF497iTXlSlwAgeyzzE9pFJ9sCqG1U5WlrGqy1pGBngtTD3uPITFaYr1btZsBkdPMe/2+INvN3M5kItTHd2eNQDiAGCqxa6PyM7SWEMSKSpRd7nLWgXyVJ3YeZpi7brvYOnfvgm7SI8fu+4WfO2V78RzP/lmnPnTT6gsnyUpbnzP5/CV174XAPC8Oz6H9Zk9/PdAWnoiw5ZqMZKuD2duGms334Hoh3dhdmcL93z9Rix/93YsfucOpGGM0554Dk679Bz8zDsvh7djm/K7eSDHSSA3RjhZPFS76z7Z5wkGcaNSquOwcXJxuEzfJ5qDLC5/rHIqYlTqKU51Lv6pEv4U7a7E93Lhb7lwnSZdMcLcwn/l82jpAVqIOEMkMgi7N+6teLC6aYywYeA2jXksekaIyDRw2J+EZWa84xQAYIEDNBr0xNopAr+ulcAyM87cidHtWZVJTaxZooJvgIE/2yq9KIHSSifPgGMdBh69RsS084pNVsASYvhw0TGbCDUDC+EqPDNAx2jhqrvOxNMedhC7wGoVWV1d2VmsAnAymLa1lAO1iqRJkQ5tJxvMgaEAmZXvaswHmnpdOWvg3iahZEeLeS1mmFsVrT4R3Ilis7aeAiZ47SMBqGEAbWAiVixTFyqWbhSLo5pICeCpdOiIneNyEsK9OIpRISs90lU8y+mUbcFS0APxUtbEoW6rInsBDFqG8X0IIE4Gml4j4mygyN6OE77h4kg4hbXIxm16G/NuD4/GkYGHB1MzeJkDdZBTNoJYr4pXsD58Wo2ENKkqxPtG1icUXxOAo4e92anyt9XSA/69UPMIPWDSQyJQjid1IXaiyiCO7hfxfvMaTPQ9i2J8/03vxp43/io004SbpvCv+y94jz4H2dHD+K83/zHSXh/J6hp2P++JMPIMP33jB7F8/c04/OXrsfuyR1fGlmt+8/349p+U7ksXffLdWJ/ZU7insPeIZXPNFOkdt+M7b/0A7rr6W0j6IZ792d/H4r9+Fzf/xWew63FnYMe+3bjgp/8bdvzvn8Hus3dCK07GyWJAyMr8mnF57bV5IMVJIFcTv2ZcjvemJSsni4zen7GZOrnjEf5VgTiliXgxuCT+OgxXbf8ycFyKFBUNEraWYimeYN2bKD0u2VNla+AJOMs1vl4Ak4NBWy8mZGleo0kcKBmidrQON41hJwncpCj4N8trZycJcybIHHhGyNe3jAx9oGLtUxdTNpMYObTa4oNinOjcn9Jrsidf+kzV/RinOvZOr8HVE9yxtg2WmXFW47Q96wBYytV1M5hJju3tELaVYsoJK6xlBKNSJO4gZfIshsUnsnbaxXk7O/jId8/BxWcexdnNDtpF9y7psKmANVCtpaS/HS1mHa+GxWoRUbIkoWkUQDqosqWGMZBarROFHvb7jHJDOCZ1Go5EksV6Ob6+5BwgsnJbTbFupaauLsT9j6q3Utl9AYCm5UNBnMqF4lC3hSmHAYl5t8fZ27oIYcFPHf6QN66WmKoz0jLZb8TRRgM4VXPMUt7EsY0JxlKB/Yb9poNd9hqv9+vmNlrFvba92SvtAw0DwBSrqZQeOlUPoRSifZ/jpJVxkDpTa9ctxgARwI0S2G3pQSFNJN0jotyJOei3GsUGvGbEMwoDjK7FvJzFOl7S0TR6a/jSJS9F987DmJybxA8/9FmEx5ZhtJrIwwhZFGPfm34JU/v24tRnXwSr1eS6nqc8+lSc/6pnFHtJkcYJvvLGD+Dbf/qPAIAX3v5p5LtOLbI7YaWeVZQJuvYPPgw96GF27zye+KYX4hv/6wNYObiIZ7zjJfjvv/2Cyrk4WQxiAx6oWbBRcRLIPUjjvnaGqANxIhsnDzrL37gBzcc+WllMS5NW3UBFwIXM54HSEF5cj55SadBwzRQ5NCzFE3xZmnRVrCEwaAXlJQG8sGhGKECclUhMiGnBSWPsdVZKqzAzROCwv2liIibNtlIEUQPz031YRjYgCtyPTPhFOoQmqV0z62i7/YqFEVC97sc2Jvigt73Zg9+3sdZl2y7TY4OK/NwyTNDO8+FWGDJbS7GUNeGYDNyGuoW9xgouPtPGl25YAC4AnGYh8qupWVzZMYKOHQBcnYG+5dxAV7fhmy4fgag+kerxQt2qMKQAOCs+rH5VVSMnWpN1Mxf5JmrkqNaoLkowNnjPj+v2QMuqgPs4XbC1gE0BMGXrL3kCH8XAiZ/3i9rQONXRciPWRZ4o5D2ETuRubsOP7IEOW7GjUbb/qpM8adgsrWlrpT6cCrCp3uuYTXTiSX596FyWuy5uxUzF9uqM/DA7Fr1ksanpB6jKFYkhinSLjC+xugDgFuOQZ4Zo6QG6mcvdKFTh9+0KWy9eqzjR+fl0kkm0zXXlNaPzFcs+GsXp9COTM7TUHAYM1piJIQqhe3aEzpf+A1rKXt/+zg/w5dLuBs56zc9g4RkX47RnXsCvEVA+GMsPhV948dvxX5/+N9itBi7/wSegzc4hylJ+3UTwxsttDh/B/qu+jotf8RS8+gu/DQC4+CWX8u3K48eDFbyJcRLIjREPFCZuKzGOHdcwvbg6mREKkSkKDv4Ic89+6tDlxHCtpOL6QGDDM0LAAJYwoQSMIoijWIvsgcmPlqHUR0sPyu5TIZ06FZetCiILZyUJGlHxo59g9WMOYn5NbY3Vopw2sQJsA/b3ZnAILTTsfmUS5U/QPZsPnjQwUgHzgrde8VEVJwCyJ4IBeFMht+na46zA2xEC2M4n5CBiNS/+mok01HGs48BrJdiPKXSnbW6bBKDoMB2sITuSTSM0Nvi5njaxgose6eDQagvnNY/yiVnlg0rMlwg+K80CxbLdzEUnm+Rgfd7tYafhDzA6lYYGVPXnZNBW1uOJzRhxWT+lgTfPVCzPiqDJuPKeQv/Q1lPYdlr7QLPZoPtW9Rsp9eru27DMUqkfUDtPELjZ3uxxeRz6vO32Kw8FcoS6xcV+CaSMAo1yjakY1GSx0/CV3ssUdTI1R7Jp3ghF5yD+hujYiHkC2IPlQX2WLSOkVkUQUfEtFhlv+lsHH4fkWk6SOGL3XMg77ilINqQu/A27Um8sSjE5egqZK+VZAen+cu10wFZRbhRwzRSGlg9kRxwtxnW/+1d46l/8T+RZjs8+9y249E9+HVkUY+fjH4kdF55TLBfw6wQMOnOEYOPEMz70W+iv9XD68y/B/HYXYR5Cfn4UQeD+q76Bq3/9fbjkVU/DC9/+s7BrdAwHRKEV9ZNXOC9TrvtAjJNAbkjI6dWftBgmNSIOMjQQhMcWYe+Y51R8w06U4pZ17EIQm+gGNrwZSo2yJ9c6k3Ji27KCFqd9ydpLnhHyCZyCQNx84MMLGJALTAu+0+ACobvWVvjyVpJgfsNHqJvo2C3mCakNdoJ1exaXgKAn+j7UelFTdsQHQtGCCKgOwkD1SZUAhwNWn9SwE8QJOxZi52wnQ94HnB82sDSdwJ8ui+YDh3XetvSgIuZL+4lyVsdEIsi2lmLf9BJuwRy3S6OQgb4I4oAqABKZC1tLAZ118a6FDgPcGqvh8/JAmVYdqJ9TMIIyiKP/5XXFNCqvIZKEaIeJV282NitPMgq8DXN+6KO+q1BcTwUKhnUjNuwE25s97LLX0DVdhJnBaq5c5rYwwKAqwk+Yjpn4eyB2SGQI6wCcZWT8GMg9oiIcXQC1YV2ovuHicK81wJITCJptZZWHRVPLeLd7yS4ncN2k0klfYfmlDvhQtxDq7B5up120oypbFuomPDvAAcyWjB3ZFxZgXvzuRE9drxnxa9ZyIw4uVUFpd+qspxC3TSBOTvWKNWj8uJfX8L0r/wQ7Hvlw+LcdRPeuo7BsA/ueug+p7eL03j/AajgCwC1kYoQa3boIYcCacGFaBuZO8ZhGoaYuF7LzCNe952r869s+iV/9zOtw9kWnsQ+GsG3D7pGtRBzH+NSnPoVGo4HHPOYxeNvb3obnPve5J3QfdXESyI2IBzMbN07UsXGjQByFmJpIuxswvUk+KBADhaKLVS7WBaqpVr9vY3mNAZgFb31gObK+ilMdKCh/3kaup5jyBlMJtp4WWlFlh2aUGwMiooFpITLLYzvsss4lL+zDTWJ4PTaQt/tdhIU4LnT2NNjSIixlTQZIiuLxY8sNAE2eNqU0haOn8ISnWDmNCjC7LbmT0tZTbhdG53B36sFPHN4sQWlaoGp4PXfUAo5a6LgZ72D1E4eJMxuC/AiYgwaFKE8SaTGmnJAxblr13pA7iOUYOJfC/NzRYsBltUlBYiAymbCwqP9G+5J9YPm2tMEnefnvwXs6HCk5cjyhus+B0XIiJ4p5kwEQPVTJLJsqtSqvJ4bcZBHEbLuOnpagqtBfpBDTqiFKGQyRDRJrsER5C1VTx5QTYo+zgoVUEO0ummQ6WhPLaRN7jGW0saGcqEPNQEdrIsyMAVAjpghdM+XpTltjvz0xyEfYyWJ4cemIQnW2ckSmiaC4LlTGIX8OAB2HiZ3LvxnLyGA1Iix33UpKWmQtaXzZbNC2VV7RcubD1lO4vXvxnXf+PS7ZeymuevKvAgD2A3jKW38O+55yNva98CJktgUTKZyGCQgd8sNcOChEyzZowO5Lz8Wdn78OjpnjnCfvg9esur7EYYzPv+WTuPnq7+LKr/wudpy5c9MgbVzLv2Gxvr6OK664Au9617tw0003YceOHce9zXHjJJAbEcMEgu+P2Gxd3LC06jguDrIFl1irRtGPTLh6gGTNhzHZRIbyaZ/9b1ZsUOS2fRLVXV5zsda1cKwzi8WdjYp1VT8ysbzmFk+fJrenohA1kwA24KiYOKBgu3Qwuy8rxprVwFTchxf04aEP323AN13sb8yhbW1gYX0FXqEUJ4K9vdkyQt1CB034qcM62qyEP+nvmt3AlBNyfSzLyNBuse1Qw4SckqTCZIogMeDZEXZZa9ydgWlwsS7BIDG4NABQ1hoFgQ7NyKGdtQEUXX/+ko3DVrOcfK1BENTSIq7OX77P0rueHSmbGOS/xRDrFMm1ItJLIN3SA+xudXGo22JWY3oVKKoAXF0jhSpUtXCyTr/IXsipVvG1mCaWJ1oZvNWBOVVTgvy+6nNaRgZlQBVw1XWsVralAE5yqBg/v28jTl6MtmEAACAASURBVHUcMyb48VpGBs+OmKQMie3KYK5Iqy6nzYHzEsGUqvMXqKb1XDOtupSAjYkH01kc6rUAAIFrwtPvKjpZi9pc3URoWPANF8tps9LNLpdgyCybjqwUHC4YwHa0Di/soxX0y/IL+Rra1d9EbKqnW7GcQ2T1xO52gI25slQTjYN0/BRyraprprwxQRw3aT8iYJPrQsU6NPPeRXzwzJdh9vRTELXPBwC86eY/RvsRO2GY4kNUfR3aSLtLvTrPnf2zl+J9p38It3z2Opz2hHPwuqteCwC4499/gM++9VNY3H8Mp56/B7/zhddjZtc2YEwQNwy8/XTjFWNtQ4xt27Yhz3Nce+21yPNBN5D7Mk4CuQdRjC8deWIjyExlalOcfA599POYfOTZMLwWYul3pFKbB6qpq8Od0tczWrWw1rLRWXG5tpFtpZidCpQdnXpR2yNOrq6eVCZ33qAApoV2JJ5ik41d6KMJdXJ2kmB3/14suh5CzUBkmvAnGvwzL+7ziSGEhSPxFC8s9nUbzkRp8A2w+q990yVgEycKMRwthmeUgINqcIi18+EigoH9GzN8nbXQqTAaUWzg0OEG0DegmznaMwEHegvbN7g8gBjitVE+KWuMnRMBD6VQ5XNQScDIIVqwAey72t7sMV1CwdFDDHFiEsG5ilkT1xeBMt0PmrSMql5ODjof8R6jcxN9MOWQSwrEmqRhDFydxIhSSHaEOKsogUPgsg4IDkvZUoggbsoJGVM8pMkBYExMSw8wZTtK1ohdv5G7BsB+B47BtnEEHpcQEaNjtAbSlwADFLwuSwBw4oOVbDGnw+BpYy8Jyoe+Xn+gKUoEawTwCNANW1YOW08xZUf8vAh4uoKu3PZmrzKGVsoWMAjmqFNWBGlBYlR8pgFwVCDKqtCYdeDq/0BvZR1vv+Z3sOvGKfxl8rFipQwoRH1D3RqsQRPAW71UkJpYaO5ZwBvWr8KUGePPzv0NfPwNH4HTdPCFd/wjrvjDy3Huk8/B7nN3M2B2nMyae4LTrT+uOAnkxogHCit3IkueVWycPCnWCabKTEOeZbjrjW/GzAuegyC2lDIF4sRBFD4xHGTRBaDw8cvgd01sb4e8BZ62IYI4epLUkLMOUulYOwkDhzQYzRos/QMNaJvrvHPT0WIsuh5n5uwkwex6F17Qx2LTw6LL7L8oZeKFfUSmiTUAodmEZ4R8AlhosJJiGaiJNSEhLHRzWwmESmkUF66bYKfhVxTz/dRhzFUhxyKaPfsbNgdxaKTIIg1RbCBOWPHy7laX6d8V3ytZnQGC1puGykQGsInzSDTFivyNdIDlEs9BLAKXQ3zSl506ONOVl365YhGzeJzivoHRrJy8noGMecQKYtKqdNaoEH1ZCZyIDzt1NXGbZeK2+r4q2DFJKdMitahrea2gMO1HLnqfd3to5+o0JnXWkw5nS4sKaaDBjkzqQqzzuaUIEgMHMYODmKksT2BaBIlU6wqU7IujGWgZATybHQM1QckAjo7fyWJo0FlNbdznpRYEymLTHABom43INLFmNdCxW3xcdvUErp7wcY3eE0NuqKD3xOhmLgKYhZSTUSnrAMC9r+lhUZTfERuvbC3FwY9fgy+/7q/xm//8JngTFnTkalAm3Y7jdoXK9wu37NGAqNFET0vx0k+/Ed/7yNewds8qXvSWF+Apr3wSWo4OZMlQEBZIXswPVsBWFyeB3MkYiFGdqkC1Ns7/zCcAALteOmhlMsrOxo9seI0I3V4hcSJpSVEqoR+VQqh1heOqFBkN1N2MpVSWwfxZqZAfKOogMwAGcMh0sbt/LzvWJIEXMvZNHAgI0E3FfcbKmQyY0cAzDFDwbRSdm2Q8D1RlXsQOW/KiFMFGkJT2ZuSxaVspdi/0udODvpTj0OEGdi8Au2YG2Qluei+5Y3Rzu/KZmO4VwT5vEkBVfoEATh2Y46OOXm5PnqTEayjLmYjXSv6cwKkM+MTXWY2pm5iaB8bzWJWjAiRGpF+BehA2TnPQOJZeo1hCcV1NK+ulVClguVvc1plVnpcGlTRVqJulVzFN4hng6aS/Vja+DDSY2OnQ6x4kakkhYLCeyxEm94GJvEihtvRgoEFGbqDQkcNJY7hpzOWJgJJp8ycaCEyr8pkYw5g4323gzuY8jsDjDzBy57pdlBqIY1ZdiCDU11xEWgxXZw9uqg5bMZUs7pOCAG7nazfi6td/EL9z9RvxsEfuBtIYWu6q5V6GeCLLERqj5xrqOHeQwnvUXrzgD3YyP2yhLnFUbAa4PWfy18Ze9oESJ4HcQziORwxYjFFPyZ1/+CLO+pt3w3ncJQDUBcvixFAp+DeBpV7p/0gCl14rqYiFEiBUFeSmuca9T8U6FwqR/RGNvQHGTPqayyYZMPsgNAAvKNMmU3Efa1YDvtVgelVGOUF4cR/nxH34Fku9hlpZ4+XD5U/YIQxuP0XR0oMBFtRPHbTNdV6nRuzd/t4MlnpVw2bRy5Fq40SlduPeHOgbWP32NI40I0ztiACjkD/QGRiiyUP0teXXRgHo62rG5AlZZKvk9+VtVVTxpbSzXBsndsQOhF6CNlU3LW0vx1pF10t1/HLIIE8+T7G+iKKOpRsXcMmf1QG6utTusMJ3FcjUtXxAF08lO6HS7qrsN0s4mAOEyT0DPIOVNnS1ArQYg9+zSgYGYPfbME0/oJoOHDhnw0LHaPHxgEDcMH9fCt8su8i9oI/YNOG7DV5+wdeVAAOtR/ZfBFzIao48Z8WSAhlMieLl7UR4ABVsz/iyYgqz8EYWhdJVLJ6yzKO4Lk6eIjiyiH949fvx0ne8CGfsO4WnLzXklRpEYPOdoHI9ZeWzIntC507vid/NVpg1O0l4rbOqMeXBGCeB3JjxWu1FA1IkD/WOVgpxUpabHKKjx9C98T+x56/fo1yXCpjFp3qR3l+LbPg9pn8URAyoLGzf4N6BlObxGtFAcwPAJs4cGtYim01cAtsj+7K2tIiJ2YLVxYWagcPGNLq5jS4K2Q6kOGxMI5y1sBDcCy9kqdZ20oXvNDhgk2M+8PnfgWGxicyMuY8oNTN0gWotjladxEQQB6AC4mS9K7IAI/9E0S/TtZkJ+r7zVnDHD1v40bXzsJ6aYe6UXiWNFOUGF2G2tcH7mdePJQYCSvsIk+lA2l0Cb/LEXxfE0NAkIzNvdfZZyqipQSBgkOYaZxnF5phhMWyf4vVQAdgBQDVi2JCXl4vex1lnVKiW15CXXeDOoNSEXDMFsAlfVdskTvB8cjeKiVirdkcDg+AlzC0O8oBqyq8OdIvH1s1tHHa3oR2xUgffdHFAn0WYWZUHOrmLUlWIn0FDqFs47LhMeqgRc7sxoHxgdhAPzKjEpsuVLPw3T44CI1h8W0s5UJTZTyDgwsciUGTHlHJWTk4hU0nBsLSyk6f42Gs/iHOf8Ag85YWPgSYApzTP+WPpZrs+wxobMzG9WldrR9dABHEiIIuG1B7KEZkmX3cz6z3Q4sF75A+AGNZ981ADeXWip/d+9CPYfvkLMDlto1/gs7JjtZQfEetrVJMnr8splMotM4O/YWN5jekkuVYywHrQ/+IERIAuMo3BYt3Cj9E3XN6w4BjlUx9QPol2tCb8hotzcA/mNxhIc5MYrsu6XMWBSBzECMSFhsW79WSRXM9QyGbkFub0DS6I6xsulvImjkRTWAsdqW7JHCobIaanLTPDOaevYbkdYv+/7EDjWQkunDsCR0vZZMYys3yQpxDTPLaRwmuEHPTRdyenaYLMBExUCs9dgYGsY+CAkpkR9fNkVo72DdSwxMVXopJu4dcmY8BfXmYraVTV9sXjqDvWumL/us9UzF7dsmKMYq/k0DUMdD+q6qUo6Dc1LOQJ3gMAQ26EGDzOsqxgsGuZ2GQKMXUuHt8ReOg4Tab5WDgxiOzTOCCOH3fRlSufj2810DGbFfa9LsRzUDUJiSGeX0sPWCNScXwyCyWCZRHMOXn5sEgPtmJDk5g9EFPKlY7go8u4+Zrv429u/n04qfA7KkDPuIyYnNoWQ2blxHR85XWxrAo0bha81R3TgzGtCpwEcpuKcQSCQ91iP4b72Zv1RKVVxZAFgAFWP5Lcu4S5iT5Clw1GpPdGLJpqQiEg4OiD9jtcULcZwZuImG1MbPLuKrvQUaJ6GpqAgGrRdACmTQYAZzkdLISrlRQJIIjPFk/O4sSxnDURNgw8BodLPbmAdayReLBvNSrblF0HxAmkuGAlG0QSHFqEXfDZgCakWzrJ5IDuFgCuJ0XgOE5L30pKUXMLn6J4fXYqgH3JMr75HztgXZrhsdvuQUuLeIqJzlmcEOs6U8XiaFqWTZAWYLDPO0Gjwt6K9UsVIK9DKREjB0mtDAMzdWxgpX5PT6Ah37TYr+xQUfceUAI7Os+6NHPdeWxmmXHA2rjnamgZ9ykGVLVag807YqprVLG52HDgGYPfueypy/ZT6okB5bim6kaWRXl5XWkNwBIBnMz8eHGfn0+WWphaXxmogQtM9tCmmkVVvxuKYV3ZIoAj0Okh4F2z8vg1LAj4eUXjgJcHFdHmUDPgF5fGSwOe/hWB0r1xjCzNccPnv4vLXvhY2EVrsZ0kCPK8kqYcFnKtIqXf+bEqUqxyrZ14XJtJqaoAm1vUPBIbx7/byYFFHxRxEsid4JAB3IkEdPel/MhWBVJPfd0rcd0Fz8T6nT/C3Fm7YOsp2m4ffmRj3i3dCmQ/QjE9Mu/RchOIk1Lg0msUWnETpWgsgTixUFor8hNUAxLlBmy9TMHtcVZwWtgBUAKtjj0JJ0/RjrpcX6qjNfnAH+YWgszEwWQGkWtgr72M07qdSsea75RpVhHADQtbS9Eyy8FUtOqhdA3vTjVCRDZtz6ytlepHZkXhnSJJdCyuNtCaiLn22PwlfRxZbsK12jituVpZPsoNLAasg1h07pDrEuk7ILAnNmxQCqzt9uHrNgdeYWYgFPw0Rb9c33SUtU2iCPVa6HBPz1ERZqWkgswoAYCh5cp9DYthgG0zIbPKm2XN6mLcY5GvR93vXu5YFEMEcQPr1aSpxImXXFXqwsGQMVPuU5G6rNtJ2UHbsVvwtSpTRoxUO+pW0nNyrZT4O1/JZ9AKqiK+snQICXUD6mtad50rbKR0biKIE681gbk6myknLWwEjTL9SyCuUsNmgH8PJaitpiytKESwEeKP/udHcc45O3D6uTv5Z/QN1gkgq8JN4wqYA0bX122mqaFunxQDwA2DzSgPxhgbyGmaZgC4AcCRPM+fo2naRwFcACAGcD2AX8nzPNY0TQfwIQCnA3hlnue3aJp2GYCvAnhenuefL7b3BQDvyvP82hN4Pg+IGDDlFcCcbNuymRhXfmSz3qqVz8boWAXKVGjmNGHOzqC/UU6wZF8DVK2QxJA71qbsCPAYm1en6L4WOlxiIDINLpYLFMK5wt3sGSGioluLxDxpYJMLZoHiqdxI+dM7dYgGiYEjmEJoWfCnXSyEJfjxTbfyHcpPu0CANi1ruGwCzGKEmsUnGA7iNAM+XHQzl18vR4sZONVT+HphwSX4VPp9m5toD3w/RdMIyY8AJrcMm5/uc8kX0StRBBeeHnEQSe8PyDvkFpbiCRzbYAKxpJ1H0gmRaQDJYEpQBKJhZmBtw6n444qfqVhgMVQpf5m5UjF+MpBRdVBuJsTULIEqlTYXhUpwdauhSlXz4xpDZ68WZIheoVINFQD+W+LbEibEUUXkVH5QG9IQwMdPAhxFbd5ATVcaV7yTYZfHKQv51oUs8KtneUUTTmx08I16hmwYK1cXKh07FWCmsg2gZBSVXboGmw/kayN+DqhTlvcu+vi9n/5L/I9f/im87A1Px/Rcla7Sh4jeDqtZU7Fzw0IGcFttUJAZVRnAXbzjt7a03QdCbGbk+v8A3IaizAHARwG8pPj77wG8AsB7ATwdwLcAvBHAHwB4ebHMYQC/C+Dzx3fI929s1X91pJr1CYqtpFS3wsZRys4yMmaerG9wSxug7BQVi9RV5tLiREyCqZXzEcCDyAyp0mhkJh9kJq+58oyQteJLT7E0uNP7nFErgCyl8mhfS5gALCB0qq4Dw9gJsVOtnWzwuryOTXUp5ToHU2bGbWsp7ywLc4t3mLZNFPVyxbYliQjSimPv2UArgrnE0tPU0Sor5y/6E+jaVeDsWglcpNW0YTFKkOdtlBlYyiYQJAYOrbbQ7Vlw7RSLq8yNQ7RXUwEtuWhffC0bhVOQo8EomyuqpZSdPURrs61EHZtMIdfhye/VgbVhDSB1oewUVRTLq8SVo3z0NVAJKgMYWg9Hk22dBAdQdTAAynTaMAkLXrSvyGyIMiFiI4CY7uNCvoUG3LzP6l3HZWFE5o1A3J3T25ktWA37Xpc6rRy7oi5QBZaBKssvM/91Gm30fYSGxZk40sisC9LdCwwLbhrjb3/rUzhw8xE87YXnwXZrGDbF9y1/z8NY2rq0Z12oGLXNxEOBfVPFWEBO07QFAM8G8HYArwOAPM//Wfj8egALxUsD7HkqQ5Us/h4AS9O0p+V5fs3xH/rJ2EqMY8sFqMGdSjohTnXM/dRjcPgL/46zL9xd6YQieQ0qYBcBFqXNRJsulUVPEJtMp6yY7GVVcpEJ8SMbnazBwJ5dTpK+5rJWfBHkGi4X2pVlQZbiiYqiumdHXPldvH6Uhu3CRkuLEFYsapjUQQiDp0d8q8GYN83FQsKYPZoQdhp+sR67XlS/BlQH/e3NHk818mtVpKGBUvOrNRHD0HNef2iZZeewZWTog9UixknZmEAsH4E7+r6JbXPNlKdIg9jEctet1OMBwOIq667dPd2Fa6a1xtsD7N4YzQb9yBxwMRCbQESvSWI0qxphrGOSBIEp6oBNHcjaDKgbtqwq7auKcXQJh22njmWXlxcdL6pNAertiiwYsLXJVdWFqaqXUkls1BXBi76m84EPO0kw7/uwkgSNcHRqvu9UXSIyXcOi58F3GujYk5WOVb5/GXxJ44SqM3RUyCBtWAaHdO7EoNe+1RhgvURAJwoni/Ebf/SzePzzHo2vfuxb2H/L3XjbX1yOLMtwzT/dgtPO3Ylt2KU8FvE+EEHdqO7QUalTGcQ9VEHZVmJcRu5PAPwWgJb8gaZpFoBfAGPsAOBLAD4C4BcBvEpa/PeLfw9qIDcuK0eNDw+UGMfNgZgglb1L3WQ7/8u/iO+94Jew87yHY9+LLq58Jk4Wrp5gKZ4YSD1FBQtDE7UqtUoAcsqOhIJsxpqlucb9WgEgMDK4Zspts0R5EWK5eLq1uCZLWZPvyzNDzsZRqpA0p8Q6GHFwlhslSEiXmC3PCLnUyB4ss6NPYziawXxfkXJJlI5R/ZnRwB8kBubdHvY4GzhiT+FQt1yOgC5dAzFIpoTkW8jWi7pf/Q2ba89ZZoZ+VHrjUuPJEsp6wH5kcnkYiiguNQABYK3hwDV73IVinM5NQN1QIwYxc+IxuHYKr5FV2FrPVHdVhrCgIR/QE1Sl/+VQsVuiJIZq/Qq7ZQymMWVdr3GYGxkkiH+r0qYq0efKPrh1Wa5sHJB11vjfiiYB1eQqslrjptPqQtynWARPRvRiNyWlUL1eH40wgh0rarmswSmwEUboOzZi08Si5yEyDBybnOFp1Fo2TKEzTf7FwCCAG9fxgC8vziXFz4Nq/ej8xeCsZNG44RXpZCtJ0HXZ77kOPAWGBczP4MIXXoDHPeVsPH/hjXj+zz8OZz1qF/73qz4CAPjYZz7E03N14SbxAENXF8QEjhN0n9X53I6zrnhfnvew3930dh5IoY0yd9U07TkAnpXn+auLWrc35Hn+HOHzvwawkef5a4dsg6+nadrXALwZwJtQUyOnaVr+1a9+dQun8+OLDu49IdvJa1TmVWGtA+GQrppR26r7XFa6p+VyAFmuIYeGLEfxf/FZcdvQ63SpA0Qhph8+D4B1s2bQYCKFDiCFhjA3oWtsRQ1lk0KcG4gzHbqWw9DK+zHNy/3xa6BnMLSM7zuHhtZ6gpUJG3nO3rOMDLaeQhfs0emc3GIwTaFBB1HHOhLolatA5w6w4ngTzApMXNYQCnkyaJXrSMemIYeuVa+8iRQGcr5+Ch0achh5hlzTEENHXDxjGcigI0MODUFuwdQyWEgQw0Q/LQciuq5ppiHN2N7aQYiO68DQcxh6zq93muv8WuU5kOcaNPpeigMVhwVNOHh6Pxe+lzwHsqy8L0wzh2OlMDS2T7p/6iKXrhvfpvD3sGM09ByaxrouyXfX1DJ+7eRwit8ROzoN1TulOOf6wxWOu34dDXllq3VuEgD7rWjCstrAlml/WuV/cZu0L7reYmTFeaq2LR6ju54jmNT4MvS/CKnL94plii/ByDMYmfosaQ+pXl/lm2nVc8u1wXOU96shh57nlf3Svui1nhWf5zk/VnH7uXBzZ3ox1unsLFNdR6Ib0Nd1xNK4K16HuvFTvPPqzly8T1TfZwZNcXdWz5/OS65ZyzSNn5+W5zDE80f1+8j4jwpIoxiWXY4tWp5j+e5V9NZDnHp6G1me4wffvxsLCwuYnFWfl3zEmep6a8N/ZfL5iOepgX23gOKeHjbYgH3Pcrj2KUPX2Uysr69jcvL421+f9KQnIc/zcYaisRi5nwLwPE3TngXABeBpmvaRPM9fomnaWwG0AfzKJo7v7WC1ckMfyS677LJNbPLHH1upk6uLcZsedn7NwF2XDdnOkK9zWEpVVs8X3xc7B4mRo3QbUKa27nnPNej+y7/gBd94D+btXkWzyMlidIwWlrKm0vh8f28Ga6GDKSesiAWTnyjtTxQVFo2eH/+NVXzivAXEqc5lT8hXFGCMw9npIgBguXiq9jVX8BK1B1r/RW/POX0DXp7A11wsZc0Kq0jHSSGq/NMysiF3O+3DSwLoBSuxbjWYtl3ByDER4eJpukjLdowWDsTbcKjbwpQT8s5MADi2UXrVEosGAK+6fT/+6szT4E1ElW5Pup7EalGXsPh9AqXkibhsXQSRgbUuYwO3z/Yx2wqwvdnj12RYqOriREauH5no9izefSsHpYFJ4oRqNVlH8CCQe/i1wF2Xsd8L1c3VpR9FtkxeRqULNkwKQ7n9EawXX18z+O972G9ZZI1Vxykeq7h/ADjj2gR3XlZtIADqU5nssyI9XDA+IlNCFlbUHEBHIddpRaYJAyVbJzZCVKRIFExcs2DdVMwMP5aCjXOFtGrg2IgskzNvZLNFaVkqgwh1Hbu+lmP98T3leecAoqLrUkwHi64Lw7Iy4jmJLGWOetFc2r8onwEMr1cTu3CB8jvhr4tjXztwFK849y0AgN/+u1fgsmc/El/7++tw1+1HcdO/3YkffP8IkoT9pt71rnfh4ick0GoAWYWJLY5DTHvXigIX14HuNrGzWEyrNqK48h0DULKuFCL7KqfP9+39+dr1NhvXXnvtjx2/jARyeZ5fCeBKoMKsvUTTtFcAeAaAp+R5PrYyRp7nX9Y07fcA7By58AM4ttr0UBf0Yx8F6kj5Wo5hTQ7j1sXJYWtp+ShpQtmBSDH7yldh9Qv/jLv/9duYf+Y+AGWhcagzPTWa5PzUga2VkhWeHWEtdHhXatvt8zSVo6eABbjS6ZFnp62nyHKNg415r8ckLSIbkWngLKeDdtoV1OVdZsOF8potpKxe7bAxzev5SCBXFNAUJ9tO0ODHp7JnonSqCOC8PFCmo5w0xumFM8ShxjaEsHjqV+yEjQobJvoOuJtFERV/TDNj3plFqlQUZObG6UV6VRWNmhQ3bRso9f748bkp+oGBIDLg96sDpWz1VDn/4jumkJterEbEO26HBYG4WWNjaBOKDqNi/8M1ygQZFVXIoK4CiBRaa0B5z4xTFzUq1UY1nXXp1hIUjk75yf6itJh4zeRGgoFtSOlRmqytJKmAuMC0hhbZq7TIBrxaUZWnGJaalSd3fnzC5B1ZJvzmBEudSuCC5IhID9TILXhFt+e4qT+S/xBFdOVQjeNiR6estSbHKBAnvq9KeYs1a7Tff/7kt2DaBpIoxU1fvhlX/+VXcPSuZRy7ew2PuXgvkiTD/M4pXPD409He4UHTxs9Mqa4zUO1+ZlqahRxJjTyMfC7jgDj6nMCceG/sPfvtY5/DAzWOR0fufQDuAvDNApFflef528Zc9+0A/vE49v2AibrBd5SeWGUboj/eCN25zYK4UVFXIzcqiKmh0HQdU894Gg7/63dw6bPOYMcliCO3jAgH4pnaOqQzpu4VWJQYPlwsozkgYSGDAFdPYGiskL9VgDjqWmyb61hIVjEf+Mwr1WSsFwym+j6nbTDQVHSXwmDG1HXsCLk0iIAtzAzOLctMHN9GAeJEHafQsHjHXrvf5QPubgBUjqYSSAWq8h3UCMLBTwHOvEYEQ885AFLZO7XcqMK4ARBYN1YnRwyYylEiiIxKfV0/MBDFOmfmIKxPOnjDXA0o6HzqvEPrJEdkEDcqCMw5iLnCvRgiKFP9TlTLqqyOthJ144Cq5k/cr2p5LnEjjROqayR3ggIYCuJEYBOZptLDsq74XVxP3nbFrWAIaItME123wdkfmuTlyZ7YNwCcgfPdBndiAVAFFpVrYPFzVbGJ1H0pH+eglZb6XGQplmFgUWTiVOCtrgFAZCwJZPP6tfU+DMvA3Qc6uPGaW5FEKXRdQ3BsDS/4H4+G7Zj4/Sv/EROOgevv+F+wbBO3fO8wPHsSGKPESP7Oie2sXANJykYGcTIg3UptHFAFe6r6yAdrbOpMinq2a4u/x15XXK94/TmMV4bygI5fMy7H3yYfPe7tyBpzx6M1d18EB18FKwdLbeAdd/sIWk3ODoRFIT/ABCnb5jq6mQtXT3C438JpEytoaRHmrGMAmMk8IAAmsnQyUy59Iavk21oKS88qPqwA8ywltwQytg51C14UwANwxPAYiMsD+KaLjtESGheKAR1VVfhu6mIxmKhKokiWRmKaVVSdF0MU6qTN0wDlBX0G5oqgJ9jDjWn2WrjuBKRdi3WzWwIwXQAAIABJREFUis0ja5HNTdDrABBtyzIy+Iq0qSrdKsZa18bSko25uYhbqwFAFOtcvy5OmI/uMJ9Q+XjkUDJ4GNRiU5mgjwo+ebCiTZ5qHXCzGKK3RozrZiyfxFD9xlVSG0pP082c65BlnTyFLtzrwwCoLBoLqLW9VEBDLn6v62CsaMHVBDF5IoCkENO8ANB1GxVrpmE6dpsB33QMo5g6FbMkXotR0hyjAFy0uoH91x/EhY8/rfK+lSRYPrCI933oeriuiThOsdpPcPttR2HaJg7c2UG/FyFLc+xcmMYFF+3BH994JVpTLkzTwOJRH8+48A8BAKZlQDd0XHL229DvRXj/Xz8Sc48u9xWbZi2QJDaOA1rhflall+VzlQFcHeu6mRjF4D2Y4qEDSU+GMraaVqUQBX1H+VF2v3ot5t79DhyJp9A21xFqDAi1tAjttIuWEaGTTaJtrmNn0+e+oryOxACOZNN8e6KoL1BacvHPi1ooExk8O4If2fDsCHutFc6AdWzW2RlqBh6zeggAcOvUTs46hpoBxxisKwKA5bTJU6zLaRN+UgoSq+yfgEHPTkrB8TRzkbbhn8NCp9HiNSxej3XZAYA/0YBtsonCQbE/QRKE0o+OPngsbbfP9P2EmkPRWUHcDgWlSeU6tIadwO/ZvEtV7FatLFeAOcbKWbCtFK2JuHKcqhjWET1OyL6vfLubmJBVqVYx6urMBsRbZTHwMRj7cR/ctsLuqWrM6kJDrkz9V45hiIzFVrW9+Po1LgvjhFx3JeuTyazbOFEykUNEfxVAVJbZGOYaYSUJYtPkoE7cHsmCiB2nqrCSBMHdy/jVKz6I9/3tFXj8E8/Axt334vOf/R6u+tzNuPtYFy951tmYNS2YrQb8JMe/fHEFL/65x+I9778cjQkLtm1CrzSj5ECSYNfcBG448Da4RfVUnqV4xa8/EbfedgzTM03EZlVsW3a8UDGwnGnFIOM6DoATwdsoMOYqgJ6YYl941DuHrv9giZNA7n6O+1Ki5HhBnBy2nlZYOaqzIsYm3ejBnJ3BoW4L7lSCWWODr9sxWujmNvZaKxUrHfEJLDAsOG6KA/ksry3rZi78jLkZUMOFWJfWzVykYCCTQNxCssqbBjpak7MlvtOAm8ZcEX5O21Ba+lTOuWBbWnrAa/IAtQYYswarium29ADtnF0HXvcj1EOGmoGO3YLTTDC/4VdSBl6vDw99HJ6Z4e+pagbDzEAnaHDNOwrRUzQqrhs5Q7hWwn1a+5FZaXgQm0pkliyKDdhWirWujSjWgT5LpxKIE8EckwWJKqxgrSWVxPTKIsEDKXUpjT1Si63yGzMGPgt1qwLm5N9OnU0VgAEANw7gqmto2CobX5uKleRCKvuTxh4ddm06VeVzqQJxo+RHxGXraufqAKEMCoZ5fI4CbnIqTwy5Fo+6IgPDqjV/V10TmT0TawiBakOIKqjkYtg19XqMedzeZvJJ37rmNlx71Xfxha/eiYsfeQpe+/x9SLMM9yY51nsRbrhpEf907X4AwPs/8E28/wPfBABc+603YG5O3WnpCiXwmqbh5a9+Ivq2heWb3cp5AdXvlkL8nur8Uus04lQATgZvKrA2LDa7/IMhTgK544yXm1co06t1qZCB5TYJ4sbd7qgu1c2Ih47DymVHDyH112DObAMALAYTsBtVjayWFvGCfy/uY37D591HALDoeYC7TenvSDZQlpExEJkAQGE+n7G04i5rjTFxcR++1QAywCkEiJ08RccuByqqjws1A17GnnbbURehU5rdk6AxTe6V5g9UJ3c/dbg1lRhkywWUk4r8HTIwx45NvB4Aq2ehycMzQkRm1bO0GzAgtrzmoh8YvGPUtRKl3IyYgvUjG4GRwSpcIlTNDTKYO9YpgKCbwV8zYYUa/KMOplqxYAumw7YyeBMRppxQaUc1YIklpe1VgE4OGVTLUTdZE/MkRsVGb0S6clgKVbU/VY2Z6Ggg3hd03PJ2x4lRy6u2X+fXWW5zsBZOjlECrSrdLnG9zYaYIqWQmwIGBIUlZrKuiYK/t0WdOzo+FYiTQZkI4gj40HryOCBG37YqXZuNMMLB244CAD74sRsBAO1tDRxb6eH/fuImXHBmG9MzTYQAB3EAMN9u4mdedB5e9guPw0zLBhQAR+7uHBUqBk4F1od5nornrQJww4CYHT100qWbiZNA7j6KzTQ7nPB9jyE1Msqmp05clFg5AhNUYH/DRU8GAJxyioa22+XivwAwZ/XgaDFzP9AMeHmA0zvHBgb+VtCH04oBvRTVJS9P2pdKZqKhJwzEoZDvsMq2eu7eULBw5FFIk/EBfRaOJQzqeQovC+AYLny4VVFkLebNICJApbo/imHAgv8tqMPTxBLqJhfqBFhdj++w1wvJKkKzsAqjzwMbtxzYBv+og4UDDjCR4QfbJhBPJ7CdDM8MF3FgdQotN8KUHQ01aBdZOKBar+b3bS4v4rUSLC3ZiFYtoJEidhhbceiOAiQ3UnhTJbNH35MqRDFd+b6ioONwnHTo8Y9yP1B5HQ9sI2P3nujhWflc4c879HNFl6XKILwO0G01xG3zbUpm6QPvAdBzZwDAqADcKONxVWG9vIwM6oaFXEc2Sr5CJV0CDP9++HuK80/zHJawbB0rRyHW51HdWB3IpesggzeVCwWBKm+jV3n/9u8dxrN+/sMAgDMevg2vfsn5+JlnnoWDd3SwuNLDd249hi9/8y7c/sMVXPjonXjGpXvx3KecgR172+VGttAEQI+JKsAqh8i+DmtcqNxHAoCTwds4gM3tD2fe7Ke+f+Q2HixxEsidgKhj5U5E1HkMbgUojuMzKTs7yMwYsXKU4gtiExu33A4AOONzVwEA97hs6QE6ySSW4gnMWT2+/dNXj/HBSH7i85IAoWXhcL+FMDPQDUov0CknxLxbHcSAgmFBypsUDpvTlc9Fc/ryPWbNZWspbtJ38UJ5Lw94F6ujp9zcvs4/cTllKQ2RXRLrtXjtVMpqAKnpAgDayUbltZMl8J0Gf6KPTJMrtvtWg0ujTNkR1iIbi6sNBIEOb0cI7Yx1LEwFeKzXQ9vtwzNCTH89xIVzR3gncAgLS1mTX9vK96pgvghEeY0IDTuBa6e8Pm5pqfjeGinQN2CFGqbuNbG0A0AB5Kj+TvbXHRZTdlRJAdOxiYCQtA3pWlPIjQ51ZuOjhLNVhdgDy4xiv8aUqRi1Tl2X49DtCOsMY5bkz3QJsFAMS3/WATjVeypQNwrQbRbEAVBKl6iWGXhvDPaRPhddCOiY7CQZ0LST06fDrtEoCzGVO8XdR30O4gDgjrvuxV988Hpc+X+/ir07Pcy0HJz/iDZ+76UX4KfO3QHHNhA02G83KvYVjMm6id9VI4qhZ/kAQB3FyorrK9+vYd9UwG0UUPtJipNA7j4KGWxVZCw2CcJGSZKME1sxC69Lv9p6ikBg/e798lew81d+AVOP3QeAAS0PAaABtpXiYDgDP3VwtrWKi5cOYNbv8nX9CcY40Q97Ku6j5QQAWpiyIw5agthkDQYCKAgyEy2p2bKb27y2TpRSiTQDSzoDXXvTZXhJgMPONJbyZiH4G3AfVM8oC3jpfaAEf8TIEbCiEGvjCASrpGEopUXWOSSN4lsNrldFXV40SfiGWzWyL+Kc09cwL4A3MS2tI+d/c5kKLeaNIQC4fhuxnKLwM4AB4WfXTrE2cEaA2zfgrRQgr5Fibk49yKq8Sem8eL2bzY5F9Lut7GsMo/lhAEyr1dmX6uWk9ze7Lzk2A8CAekChAhLj6psN226W58q6NzldNqqTUBWxaSpBXR1LN6qzdZjGGmc/xa7PMdm3cUNclv4elSpWXScCb6Psw1Sfu2GEoweXAACPWJjChY+Yw4suORVn7Z7Gqdsn4VgGosKhgQGhHBEYACIwpwqV3lrfsZXge7MyIHXATTxHkX0jADcMtNEykW2OnVqN7IcW9Hlonc0DLAjMDUwKivfv61TsMPmErWzDNVNe07T99Fnc89kb8djtR+HozJCczq2NDThOiqWsyd8jL0N/ooHlyRY84SnWThK08w0su6xLFGATueOU12pOZ80DXZ2BthyaUqF/TtsANCZrQg0HcjOD7LkZwsB+c7YqBFx8X93cRjdzx2KYgsxEAJOBSc0o01mCuCpNAHzi0Qzc2jiFg1E6hnbUxUJwLxw7xvf0XVgMJrDoT/BmgqnCD5a+Izm6uV35zDNCuG5Sce2gtKX4vbIoO1stM0O3V3xQsHAAA3FTKwYiN4fbY8s23JQzqXSdCMSJ3qtiupScOAAg0svGEUDR1KAX1zgz4RlhVZxXUbu22caBkcuMAG9iDRzb/3CVfjnG6eCUC+uPN6I8r5UMEWMUgBMnZ2LcZRAgAwCq+xKXAYbLcshgbkDHbRO1b5sBcaoY5/qrJDOGFe67QxgzN4xgRwkuO3cHvvV3L8bHP3czvv7dI/jw6x9ePa4o4aBFBi/0mZy2DBybH5cI6OTvUsMgI1cnQaJiGsVzr2PexgFwda+HxUMprQqcBHInLIY1PahCBe6ArQE6SpuVr0fb9AzdXlFvVNf4QIQGsXKnPudiHPjTD+PfX/y7eN4HfgOa16qY7bXTLjydMVv0pN0IIzTCiNeEiekHLw0Y6ydZOwWJAV93eBoUYPVpGWJ4CNBON+AbLg7ks9ilr3IA1s43mBSJyRi5ULfgm+W1A4CO1qzsy4cLRwAHZC8WZCav4QPAwabqGgWZiTC3cNiY5lZbXhJUdLhIW4m+fy8PhM5JC6FmYSErRTdbegDfLE3vxXC0uCIMm0KvsIby91k2ZziDIseKIDFgv2sCjRTaNANq3VULQYPtd+peE+izzlbXSjgAU4E4fr0E6RQxtS8SZ5SurtTC6VWGr87JYatxIrel3P4QAAeoa9Eqywrv1y1D8hbDgibeFQxn1cQ4kXpe4vZEQCfWVQ3rUFVdx800K9TVAcr7FMGanOoVP5M7UVVWUkB98X7g2AOATgRzBOIoztozg1nPxWPPmq89RxnEESsngx8R2BGgU7khAGpPU1V6eBhY3Qxwq2zzJ7SpoS5OArkHSTCWoJqqva9ZvFEuD8TeONs8vPi6P8fXXvOn+Mgz34pXfOkt6Eyy7tV2vsEmxAwIDQP7W23sWlnB1HpZ6xaY5eDtJqyj9Wz7KHzbYVImgnzFgdUp+BM2FhpdOFpcAahe3IeTxjhie+z4i+J1gKUmqcmBitlF6ZH9TnuA1euiTOFSVAR/BQ9aURJFjihnKdt2vjGgWB4UDg9AUT8nFNrT8XbsyaIZwuLHZhkZFnsWvEaEIDHgCb9kAjQmzAroJXBPQsXidyv66FLEqY7F1QbWujb8rgnXzRAERd2bk8F1iy7X6RjRqsUZOv69xiYiW32PivIhMkiTwRxd/1ENDePEOMzciQJwMitX2ccYLNywblA5PacKAkd1MhcyK6ZneQVQDVteVZQ+Towq+peXE7s5CTzJNlZiiKBM1ZQwLvM2DDhSrFmNgf2LjJQI4OQQQdwwUEKgLllZx4f/4ft49RXnDyzfC2K8+W+uxyf+/6eNPGYxRNBEqVaRwRvWHVoH7jYD2uqOZVRsGcQ9hGvqTgK5B1hsJt1aKcqWWLkTdjzS5DnAlpgM0PRtD0/+q9fjK698Fz76wv+Dl33xrYh1h5nTazG8JOB1aUdmZioDXmSale6uXWsrmDd9eK0A35o+tVKc349MHIpa3JM1ygzEuYEQOpfwaGlRKTGQlR2iBJDayQYW1lfgJjEWm55w/YzKOYe5BT9xKoxRlBm8vkxkrsLMgAu2HIE/2WsVAG9ekCcK7jyRBvANF0t5k6d9Q92Cr7H3/JQxgHHKdNqWuy78vo21hoPdrS5sa03wzsy5Z2t5jhaglWCuk0zC1lNM2QwQilpu/chEFBtYOtTA3O7RSvtiRPGJeciQmTkK+o4CmIjyAoBr7Nw4u10D2uqaHe4rBm4YoKutg5PMweXo29ZY9Umy8Kz4nhyqVFnd9oaBN5nFERuaVOtR/ZVYRycycxSyK4Ry39I6KhatbllVRFKalwDlmtUoNCET/psG6s3c+45dWwtHoWLJbj+wjMdf/nf89auvOH9gvY9/kTWb7duh1oETa8jGCXn5utSrlufK9KhqW3JstVFhSyDuIQzgKE4CuRMYJ7J79XjZNjm9eiJq5IAqSyeCG5ZynMCT/ur1+NiFr8EtV/8nHvns85Tb8J0G5uHzRofAsAAXmF3v8oGcHA6mZvq4ZfIUHMmmsX+DdaOSfyiJ4ALA3amHJY01LpAgMAX9Te4KThpXNJ069mRpy5WXTQH8eCMbGNHY5RSpYE/xi2KgadB43HcaCHWTOz1QE4STp5jTNrCUN1lqGBvw4WJ/bwZhZnCgtXdurcICdoIGA496qnQnGAX0xW2Lpvf2dIypFrvmUWxwvTjeudo3MHfUgrdiwJ9hx0PLAFUWU06rVvZfw/7yhg1B9kW+B+kBY6A7ecDDscpsAycWwMlSIioQV9cdqWLiZBZMrDEbljYdxuLVyVqMWl+17mZiM+sSi6jqiqw7Zzm9LP7GyT2Bok4mgz6TQ7QDCwRJFy/so1W4LtSlmwnsjAJx4v9Bw8biSo+DuNe+7HF4zS8wECcX9f/lx78LADh7d7Vbf+AcFGlUef9iE0QdACTApuX52IybuI9RccLSpnX7e9Hfqd9/EMdJIPcgCg2DNQn3V4giwRQMzDWx9+eeiluvvgkPf/ZFnBGiwmQvDRDqJuZWfQDAgZ3b0Wm0OJs2u96F1+vzQXB2vYvTDAueHWCutYGvxayYlwDHVDOCoWW8dk2cyH3DRagZrDNV2xAYmgCLTQ++1UDHbMKHi+W0Wanj4rVdBfCoFN0XvxoX1WXoGtA1aekBupmLlh5gIVkFAHQahWVY4bcqqusT8yZeY7p+HgIuvbIYTGAtdDDv9ipF/rvsNRyJpuDYLH2cIYIvIdAoN9DNmGcsACz1GgNCwNubPWxvsn3tnjaw1G7A71W3Q0Bt7qALb8WAt2zA3dAQueU9Ktp/ydepLuhho9K8IIA3FdgLMhO2kSpZOYA1uHh5yUyO+zuSAZgsMjug/6bQhuOva1KAdRZXKhAn/i+/PyxGASj6XM/y4651A06cGfkwxlEGZkC9xMVmQ2T+7CQB8W1y3dxUXII4+dhIXkkEcXLzAqVV3T77P89zvPaDN6Cz2scH3ngZ3vInXwcA3H3Nr6DZsCqAKrJNdFZ6eOsfXYs7Dq/hiktPhR4qzndYd6qQRuXnXpNuVYWe51uucZOP44TGTwADJ8dJIHeC40SxcmM7Q2wivSrbSR1viGBOBDBBaiDWTO6K4OQpvLDPB95DrdJyykoSBmp0C4carK6uEcW8GSI2TcxvMNDnWCl2t2Zwy+JsxQ9UR14BlFwupPh/TtuofEb+q0fgATlrmKAUKlAKGHeSMlVBIMS2q9ZQUWZw2Q45HKSIigYEcdJ30hhOGsO3XXhpwP42Xa5Zt5Ay0AcDBfBl32lLZ2DkUNbC9maPvyamqqVF2OOsMPCoRcig4WA4UznWPc4Kdho+djZ9OIhxpDGNw/0WB4mq5g0A8CYi+D0bUWxgrWvBXzPRusfhIM6fTbG0K0cwkcEKNUSxzvxZJ4rvQmDlRDkRzupK96NKw1BVs0mp18r6GioNI0DJzI3bvarseCz0ycZZFqiCt7qC+lGiuuM2H6jiRICy4w1i+8Y9FllIVw4xPaxKFdeBN7lOcDPixFo+CPydLBnwP6V0N217WNpRro17z5d/gD+/6mbcfoj99n/x6WfilFn2sHX7DT/CJRfsBoCKnMhXv3gbPnXND/BnL78Ar3nmmUPPoS5UIIqnVBWASGTstCw/Li23+6Rh4ScQxAEngdyPLeSn9y1vR2Bv7q9QTagikNo4vIhsZjtuXW9j94QLmIDTiLG7uwIA2N1dwdrkBANrEWtu6JhNhIaBQ41tsL0E3kaP185YSdkgcJ57N/xpGzfd1cZCex2H/UkAxyqpY9k1gYJP5hqz4bKR4kg8BQAVfTZigFw9GWS0BEBC4sjE0gWJobQwC2Gota2yGPOBj7XCiYIJF6dqeRpYaGkRljLWXTtn9dDSIi4tQvV0DlJ4+iq8NEADNg77k2i5Ec6Z7GBvtgxqaqV6PE8L0GoGvMnDM0Mc6jENPwBYCx30I5MD57Wuhf5dLhaO2LADDd4yO9/OzgROUMqRAIC/YeOQ2cK8x0Aib6SwGJspa+LJospci09y0hjp4lDjbFJn2aW8V2rq2oYJ/Y7bhaqKzWiyjYpRoGmU0fiwdTbLtg07Fqobozq6ugYOlfSFKu1ad+2GSZ6MG8OaH0RAqeraHNY08L0fdPD3//B9vO9zt1ben/Uc/M4Vj8Uff+o/8aQrr8bLn3YGfvulF+Bh85PQNA1v/9vr8c5P/yc++5uPxwsuWAAi4b52hGPtR0NZOVWMk4KtW/Z+jXFA3EMwrQqcBHL3SdR5K56oEEHcMNZOJUNCcaJq5lSx5/Kn4esvfztav/IbcPQUrYkAjp1iyu1X6uAo5jd87G/MAWDp0P2tNtwkxqzf5aycF/RhmwkWAJw24WFth4Onz9wJAMiF2ziEBS8LEBoCA6QQVKbr4hkhluIJzqid1zwKLw9wBB5np9ZCh3uGkrYZNTIEhY6VmHKNMoM7WQAsLUq2YaKmHDlIAIWBOXWXSlZeYrr1ltU5bG/2lGCmnZZCy14SQMstXNr+ERykPLUrbx8AFtJVHDamy/pAPcUdS6zehjxcG27K06mxk8MuQNvSroKFbaQIGkx+JGik0AIdUy22PgAOBOU0riwQLIv9imCOXsvnTq9FBo9AsSrqmh1EoDeuM8MwmYthWnDj2hSNE2JB/ajYCoi7L0I+VvkcZDA08LmCeRvXVaByHApASGlbsVZOlkGhBofjEccFgGPLG3jf527Fc87fhS985wi+8o5n4qcet5t//unfeTL+/PO3wslzXPJrV8GbsPDul56P9/7Tbbj1D5+FvfOKBocwGQRzqhABnryMolZODhVTWdnWJgHkccUoEBc+MO77+yrqJc5PxpbjCudlx72NcZsdRhVq101mQL1zw2ZCtY32heciXlnF7uwAFhoMXISagUXXq3iJ0lP4rN/FvvV7CucEC77hYrHpKU22vbCPvdkyHrvtHp42S3ONd4qKwJWn1cgCS7hWHgK08w3M6RuwC0uoebdXcXIgcOf3bZ4ajDIDnhliTt/AnLaBtrkOzwjhGSHmrF7FV5TYMmqy8A0XoW7hsDnN0qtZwrvf2lEXp4UdOCg7fAGmbxfCQAiDb2/OYrVx3dzmbBVZi7WjddYwkSXQkOOc8GgFxFVEaoV7zEMAP3WwGEzg0GoLcaIjTnTMTgXYPtvHWtcCvu3BvmkSe291Mf8j9t2szaQ4tqscREM35/6rxzoO1roWltdcXmMnSsnI7CbJkNTdl5xxLUAdLTtsHQADDRDKZSQj9aHLZgn/t5lwE9Zk0yq8OFUgbtwgJksEPJsBdGJEljmSaaPP7Tip/LsvYhSjSNdO/rfZGAX86PuSI9QHGyfEbY17/SPbRFZosX3/LqYVefV3DsOOEg6ezj1rHrfctYorn3c2jvzF83Dg2Dpe/Kf/hve9/AIG4npR+a9ykGNcj35U/qv7bFhkWXUb8jrDtn8i4yc0nSrGSSD3Y4gTycZtJZgHZY3d1n0A5hpGiunTF7D04U9iVlvHnMYEeU9fPQY3iXHL9l247ZRdpT1XGGF2vcu6TcHSnr7VgD/RgN+cqKRA3CQuuzoz1qggMywdo8Xq8oQCd4ABqnbUZXVpxLwgRttc5zVnvL4ut+CaKcLMwBlzqxV9NVrPSwPsgs99ZVt6gFmD1eOR7EgnmeRNF+K6ocHOMRRU6qfiPhbCEnQRE0fyGkeiKexuddHSy1QogRsniyvAghTvqamC7ztL4OTMQ/awMQ3fcHnXrGeEWGh0cfEpd+MJuw/jvJ0d3iEMAGvbEoRujsjN4c9m8JaN/8fem4dJUpVZ4yf2yKzKyNp7q2bpphGarVkFcQFR3HBDXHEcF3TwQx2ZQfHn7qjjruN8Io4yuHzjwjguoygoKiiLLKIgq0I3YO9V1bVEVmZGxvr748aNvHHzRmRkVXXTQJ3nqaeqIiNu3IjIjDh53vc9L5xSAG/Ah7SivZ7WkuDOanBnSS5d01FglV2MlJukC0WG3x71kjMkDxXZSQiaSHHLAn2v0/d7FolbaGpCr+QtzxOu5HpCElekoXweWcgiQnnEi7WTYNfrRtr413mil7V91hyLFGZ060datLgDyCbRLEGUY+WJ2o7Q94CjanBUraO/Kg/H0FM/57zxO/jVHTsBAMc8iTSu3zVH7lUvOfkAsi9dhVPSsWrdCC58+dF46b/diAd3zeNpTxrFV990Is4+cW0neRORucUqUSKithBytrfIlmhcetzsDwC85rt7Zw77AZZDq8tYUJiVz5Pjx3j2FR/BL19yMRoP78BrvvxGGHKQVOJtsh+BXS513PzG56exbWAABjzYiomtlSEYfeRDyBZLjDk27D4TdmBgyivjMGkCgLgHJ1uxaCsmDKZJPVsMUTFiz7ZYxZvySKLxqNmEKfuwqi0MK/XkGEf9mLAFASbVvqRhuw0zlfs1qs7DhgkopFsEbbvFKmO22g6dVr1m0nt1R2BhWKknvWMdX8FIqR2ypaSHFnMk5E1S0FIV6LHBcEsmSidVBgGiFt47P4pRs4lRdT4Zj15H9tradR32nAoYETzDR23Ax0hZw9hWjYRZY3Nge8AnalwpgG60Q6glM0DFdGExrcSAdoUvJWhZIdO8vwFxYYQIRbusAPnebyJkFTMAaRsMoLsCV1RdojlmLPJIjKupQkJWdBkLUfsovlMB26GA7xLQba7dwPvT8ePl+dcVUcxExsjUvNsIfdhxZGF4vpbazi6XsHZiT8d49LhvvPavuOX2bdjyl13AplXYNdUaEVrpAAAgAElEQVTAEWuruGcr6WA840ewq+VUXtoFrz8R23baeOHnr8fmz59FFvKkjaLhAmXu+PhQ66OFBeTrZY7D43EeOu2G/eDqPj5xrvF6fLv1DQC9FzrkhVUXU+SQlzO3FGDJXP/aFTj7d1/CNa/8IL7xuktw/qWvw/bqEMbqNjTfx57+StKeat3MBKxGM55jfK4kBbZqdjxkK04TltPEqFbDGmMOd9RWJvumnR5c0A4J7eOleXK0EMKGCTdSsAZ2UjkKEFI1qVQwojVgBwZG1Xm0Ig1r5Fm0oMGFgk3u9nbxgqymPkW0ipdaZVDSQUncqF/vuL6W76R6RrYUDfdJK5OKWjdS8MDcIOymjvXlaUIapaAjD4wSQtbSBABG3VqizG0zB8n+I0JSt8xW4VpKqsMCC7upY/ekQYgZQ86mSgHmBuMHtxlC10JYVR9OTOqqFQ/DVQcl3UfFdDFqNlO9VAEAMlKKG72OeWDDqqJt8nLjWKT6sGYUQXRuI7YQYSFqq1U0hNqNwIkqOXupCt0boVC2fZSoMlO0nmhe3RrEsyhacNHtnOQpn5TA7emvIJBl2EYJtlYilctyOk+Ova5Wo5k6VnauN938MF53wf+g0q/jDS87Gnf/dRKnn/ffWDNUxsdefhTe//27cNb/93N89ePPw0uf3a5ClSQJt2+Zxpbd83D9ALrK3cMdDzCZ5wIleSyhExGdR4PcLaUy9wQnbyyWidw+RDdfqscDUspcXz+e84OP44a3fhrvPeyf8Z6fXYTNJxwFoN1+yogCbGo8AqB9Y6WqmK3EuUuhB77p+GizBssYwKjZRMNXY9LlJepVK9JQA2AHBizN6UgiGI2IijXqpr9RA4RM0lApPSa63IKDqte2HbC1UtvrLXDQUjTUYpJItweQWLHQMOY2w0y2oQod9bWbivow5RJFcM7VsX2aJDRraohaaGJEqSe2JJQUTiqV5HxS0kpDzjSf697SKtxRX5lYjQDAuDWP3fUyqkYLrqqkrEp218tJsYIINBeOQtcIgQMAq8+FVXKxtlJLqXAiZS3lGYc0KWOXtdBZ6MCDJ3Hs+4ycCw+SIKOkl0KHLCNfIDuEuhRYSB6YSLXrhrwqy4WuLyJxfAhXNF4W+WNBCW63DhL8NqKqVZYs18wSHEWDLMkJiQPI54l+IWVh1Rup43A1NTWnL33lBgBA1TLx1R/fg9OOWQUA2D7dwNeu24KzTjkQH3rbU2GN9sP1AuiakuTKffr8k3HaO3+CWzdP46lrq/HJYd5XPJkriiJkqFfCR8fcG0SxyHxFquTjOKwKLBO5vQpWlRMhy5cqC6JqO17dWUirrm5hVVG3g7werCxCo4TTvv5+3H/JFfjES/8dL7v+SzDWriZmuSDJ+g+NjcFymkm7LKqq0HZSkAFbBQzDT8JUmu9jvDUL2zChKyG21irYigqqRgtzLSMhELar4xZ3LdaXifVJymQ3SJsVA7GaFRHFi+15Ss+pFTpwFA1m4MFRNEyqfUlbLdLPlYT5aB4bPb+tSMP2aCAhd1QtbCkaCf0qJialPuJpFxjYXSdEzgtkaGqYNKx3QpVvTEDmi6CjV2tyreixgXjesZ55ADEAdnwFc66e2I44vgK7qaPpKKkeq24rJkFNJemtas+p0I0QVsWH1efCcRU4rgJT8ztCp/lFCUH3/8UFp8L1ybLFkag8Fa5Ii6de2mj1Cho+zCItvRY9UPBN2xezbjcCJwrRisAqW+xx0S9/vFqZF1bNI3FspSpV4QZA+jjn9WllSZxj6AmJY+f1jKetxy23/g3bdtj48Kd/AwB42rFrcP2ftsP1Q/z14Wmc/qYrMO/4+MQ7norzXnsCACCKInzy+38GABy+2so+SSJljic0LBaraIVdxtgXilkvIebHMZaJ3BMICwmrphqrFyRvfL6cGyk49PxzcM07voJvHPwqvNq5BfOOjzs/djlKFQPTZx6NmRvvwtrTNsFXXQSKhlVHjEOSJKKmMGEwtkKM+tLJ0iBMzcfmXVVgmFRGTjqlJLF+ztWx3a1ijU7yUBLVKiY99AZNLUJYGFGaPFDVxlE0TOr9WN+cIt/W4+WW5MCSnSQMSwsSkq4RsVJnSEGSV0cVNPacmVpsjBroKOk+PD99U+IrcY3QI4RXMtGSg5TyNKlX0JJIRweAkDQnJnUsHE/FhF1OrEJqDQ2uJyckLtqto9IkBQ5mU0FtIM5frPrQtRAlM8DuPaWkndd9W4fgrFSxoTrTae6L7HBoZoFCTKZFqt1i0S20mmclAnS2hwKWTonLQlGiRsleVo6cCEWUMKA39Y7ff9a2lBzy4UkRgaPItRjJOBZRaJXajiQ2I14TSqRDD7yOa8/2h2aPke6PJ5n/8KZT8MLnH4GnnfGlZP3r/7QdALBzpom7vvAC/OauXXjF5bfjkft3k/F0FT/437tx9Y0PAwCGlfhm5BR8by0FoWFz7Fhyli3WpwkW3X8W6SqCst779k8gMrdM5B5F9KLGPZoGwAsBS+Z0KQAYX7fGbbfD3TWJe//tuwj9ALd9qHP7V/3iYzj8zE2JLYTlNTv6GpZcD2sxjT1RP84q349bDjoQd+wYxZqheWzsn8SIVMf2cABzcZP7WmhiWKmniCG1AGn/78WebiQcR9W2UbeWdISghO+ImR2wzRIm9f5kTEpCbAWoQWeUOTMVamUJyKSiEXUujL3SmJ6nTTfufVrXMT5KihJoyzEyDtlmFOn9A6TjBYBUTuCcq8OQA2HlqBfIse0IOV9zNR3WTRYsAE6Z9X9jevgOeEk4VdeYziFxT9Z7Hx6EucHH2nI7hC1S5YrmtvFgw67tZZ2qNNvZIctHrhdk9ensVV1bjPEvjyLFD3m5aJEk5eaf9ZJjxxPBonltdD1+/aIkrlsf2Sw1jo7TYXkUeAjQSeBpr1bahYbOmapwIjQNHWOj/Tj6qFX481078cJnrMOR60fwictvBQAosoSXH7saH3peDR+56q948Yv/hvEV/finz14LALjnI88Sjtue7AKeEaJ8OhFE6loYFiNXiyFw/Bg8gV3IMT8OsUzk9jK6hVcXA1FRRK9h1b0JXpl78VWfRnNyFr96xftR30nUNLVk4Pxt38GY4aIyN43AC1BaM4KaWgJitcoIvFRYg22DYzWaaHgejCgkfm5lFxN2GZsqhIRNyR4MmRj52r5BkuuZzglm4GGsbidtw4woSLV1Yq1DErIWe8DRfq2W76QqTyn5XAMbiMg4utJJUmjenAWHhFdlYE/QlxBP2rjeKrk4fuVuQkJj4mLDTBQ9oF3gQCt0W5KCADK2KQNJuJb6trVCJems4IYKHF/BVKOEidkSXE/B7kkDY3/sx/j2+KFqRhjZrsI1Izh9IVwzwu41LqyVLeha2uBX14KExJXMALoWoObomJDLcdVqXGHK5w8CaeWTDw8z7+teSF/q8yCJlTd2WapfKtfcPq+QgcdShlTZEGqWutRrBSsgJld5eWaslxyPogpe3jZ55I0ir0Ah73jpdpTE8WFUACkljgVrfEtTO6jKRnuq0vl2s45RVRk/uuIN+MAHrsR3fvBnjIz041dfOQcXf/o3+PjP/oLPvPAwnLNpFf7jxkdw0ad/gyMOGESjFeBNTz0QG2lYNUuN6yVPLsu6pIiCRdelqxZVBykWQr563QeLx3l+HLBM5J7w2FvdHShY9eWAM08EAGx8+VPwnae8ExN/ehB+s4Vbv3UDjn37SzHcN4CNrV1YN7UVALC9OkSqLJUATuhDj2+gJddLbphWvYHJIEysSyqmiwe2VnFzaRwr+oYSBYpabNRCE5MqaXNlBQ5034fVaCY2J0bowwi8RH2jsFWTVJfGFgQUlNSxXRoAwALT81URhw5bUkwYoaElaaiFJrY2KokaR1tbVXVXqGJRLztKTNk52LoJByruqK1MKXCjZjMhdG5IFLqao6PpqpicNqHf0Y/xaQVmXcbYwwrsUULceBLH+sZR0pZcc410gbD6XGhqCE0J0QoV2K6eKqgQtXoDkJkHlzZ7VoRqHD2f4u21XAIoInFLBV7tWWolrtd1RaQnlCXhuiz4EG2vBI4Pr3YjkyyK+OvlbdfUtYTAUcJG8115OFy0hC9isRrNzFZgPETX+qMfPQvV4X5c+tWbcPUND+HwNRZG+slxG6qMIIzw6qevw6VX3ofbP34mjh3t6+WQ85GnkPGELmtdxwOiaGEEK2sbnuDljV2EDD5BwqrAMpF71JAXVqUP5p7HzFHjFpsft1QwJA8wdBz1pufitxf/J/x6E7de+AWsPvvZ0Mdjg2DXg1VvwGo00VqjwlZNtGQVrqpmqiEVp5moURsPmoEXyAmJGzMbWBfuSZSXzRjGaFRPiM+EZcEMvMROwFXJPmmFKRD3b1XaVY3UZ8wI/dSDoCWrCQkw4LUtVDhyQq4xJXIKHmoNYZvdD00J4QUyKqabhCNZaxU6Du3JSo9p1J1P9g8QEikjwvq+2Q57Dzci+XJOqJIuCya5WetaiJYZYev6Fjwjgj1sJK24KNIhVgKWxFG4ngzHVaCp7fVboYKWq6Cqu7BhwJTboXd2juxxsst4Msu+p6ntDO05uxgUJXFFyRhdj1VyiiDPF02EhRA6HiIy0q1rAa/QZYVR2Vy9bvPImgsg7pEqOqesQibahtofAekiFrq86jWh+z4cbjuqtrLzY0O2RXMj//ENJ+HEI1bijf/4Q+zcXcMHn7kOAPC279+Nd5xxCH5689/wzuc9CcfxbbhMTUxysshN0dAmq+jlbbMYdazb/oF8krYcShVimcjtA/Dh1V5tRx6N/Li9RuJijB2zHuWxAZzwuY/gN2e/G9u/+UOseO/rsNkYxTp9AladPLxGmzXYFTOlkFFjYfqgiyQJK2bmcJz6CCZH2t9c76itxL07hjC+vgYjDJLKs839wxh1a6h6TUyWyLhra9Opb+rsOafFEUBbtTECD6PNGlxVhaNoKRIIpB8MRjifVLm25DZJbFfFkt6s1lArKYqgvVwBpMgJazEisstoKVpCQGVEqbw8gIRxIQEjSh0PYRiuSsKshhyguULFvTUV1Qp5KNorW0lFKq1cdWc1VGZV4OESnIOaSWiVzY8DgGrFw+S0CVNvL3c8Fabmk9Zn8Z1HZOIMtIlbKs+yAHrNtePP4UKUOJF5LItelKRerUJ6SfrvNr4cRrDqjUIhQlbZK5L/RtcvQjaL+Lvxy6jaxh6/KB+OfZ1X3egy3uqI3ZYnabQ7DdC9/yt/7o857UsomSr++JsLcNwzL8GnrnkQ4y8+HL/+6xTumajjhIMH8ZqnHCicSweZ64Xg5BGxbgRxb5E4ERZK2lgl7gkQVgWWidx+iYWocQsFn8e2Nwgc0OnGv+bUI2COVKH2l/A2/zcwJA+S5KAW6bhvZE0qD27Uncek3k/UrbAdXqWgrYU2PrQVVqOJB0dX4E+lcVR1F66ntHt0xjfo0aiOqtfEpi0Pp6rMtg8NwYqLKTb6OzBZqiS5b7TgghI0R9FSpK3iNJNm2wATglHbIRj6gHJUDbZRSsifbZSwzRzEpNwHN1apKHkTETcKy2smxJCquIkZsAyw5nmsokXH0aWgbUOiklBuaSNnOOuqqDW0FCHbuqsP1k0Wtg1oQMXvIHEstu4ixHq44iR9VmmY1w2VhMgVfd+Jwql8hbSREYamkBB19YzL84rrhry2T8k6PXYaKJovxpKZhXZOoNsVbRW2mA4N3fbDE7G8dbPUziIqqIjU6T6xO3KjKNm+qWsouV4mac/Dzl02nvpMUrEqyxJe/qIjccWP78Jxz7wEAHD8uIVfPzSDIIxw6oZhXPGOU/OVsV6JTjcSJqo0LbLdUoI9pm6hUf7csOvvD50s9iGeWEf7GABL4h5rlaoU3UxbKVZuWoeHL/8RjjztEEiMW7mtmNjGkCoz8FIFBbQ9DkUkkTicY+iw6g0cgt3YtnYQd7groWsB/t8NhwJPBQ7TJzDuzGDcIQ2qqZJQnSe5aPQbPCVko80aqmoz6a/IEi8K2qLHU9VU3gwbCqvON2C2XNj9ZewerMJqNDEGGwB5MFBCSP3mDMljzHBjpYghHkbokz6tcfiHtvVqxeeQ+NlpGItJD7UdAZAKWa6RZ2FIfWhFGmwYqOpu0tCeomUqsEoqvKBNCteuBO5ZZ4guaQJC7kivVaxsF24YRmzTopIuD06oCjs+izo3iJQ2lsRlqXbsOTRCD3KcpZ2VE5dnNSIy/KUPd57A8QSeQlSUUESxWmiOGAs+P439n34hcjW1Y455ZGihZK5o6LSX4xatS3uisqCfOV6BpV/26HLN9ztSNu1yaUE5jitXVHDJv52N2299BJd/53Zc8eO7Uq+/4dSDcPsj5N70T88/bHHVnnnkq2il6b7OMaMkTkTIRFWzovnR9Us6XF3FEyVLbpnI7SMsdfXqQlW7bn0ps0hYlmJSlLSJcPoXzsfPXvZh/OSF78ORr3o6hk4+CtqGDbgfJraUh3F4aRfWNmcwPF/DMGrY019JrEJ01YcW+50FspwK72i+j+P2PAJj0MOd69bg9vIK/O+d66BvCnBIMAHd90keXF85uSGPb5/C2MQsbj9yPTTfR80swfS95MHNfmOnhI6+Rh/iI7M2rFoj1SfRmm/AmmtAd33y2/Mx1x+b/TIJ1y1JQQXiooZkrLijREtWE0LHzs2IAiAkRK4W6QjhoBaaiRFvymQ5RkVq79OVFVgq2p53YTvs2mIsUYYrDtZvnMPWHWW4ngzXUxJVjip3dl2H48iwqjGx1QWVjvF+6G9qHswaB3eaAntJ0QI1X06/3rl+cm56QC8KnAjsg15kawGkW1OJcuCKEJjMqlmOWPXSTzXPZmSvFWz0oHBR64+81wEIK1ABsfoGpEmcGXgd+6DHvtDjliQJzz3zMLzo9EPwkYvPwPRMA8ec1vaU+9DP7sfnX3ss7vzEc3H0AQMLJ3JZJG4pbECKgBKyIkoerypScsYraoa6/7QZ2w+xfBb2MfLy4/ZFSFVEFPjwqgiUsLGEbjEkDgD6+jS8+n8/gNsu/Tk2X/Mn/OJdl+MZ3/8U5ONPJspQCViLmYQkrZiZw7bRYdgxyaIIZSlRuiiG7RpOaWwG1gBYCawdKMMOiIpk+iQUuumGuwEAUxvifq3X3IdTbtqMqecdhd3DA8lYdFz6TZyGVqgCQ13drVoDZtOFGfcTtOaI0kfb7OiuD7PlJkSuqWvY018hPnRxQUS6m4SSkBZqweLETbsB8uCxtVKqKAMAapGOWmgiQisONXZ6zNHWVRRsJwo9LsKgYV5dVmG7OpDcn1WMDZBzsnVHGdU4fZENvwKAO6thxYZ52PXYRqXsYqpBiLimkLZgAGCqJMTLkzgW7FxZMidCL90ciubE5REH+j7Ie8Bnvcb3GaXISp5fSvIE5HdW4Ald09B72j/dnip8vXaayCKy/LWgxI5X3VgyzpI6+jli0ZLVpIDJDDwMz9eEIdRc42HuemWtS6/30GAZN3//73Hyy78JALhjRw0HvvOneMvp6/Fvf3dc5n56xkIIXK9qXC8Vp/x6vBLHk7OSTnq0isgc/Z8PC7d86E+Q/DhgmcjtU+zPvVWLkDlgceRN9IAODBOnvPPFAIBfvfeb2PHT3+KIU46DpRIS8mDfGManieecNd/AOs/H1ICVSjKmsMulpOIViIsl3HnoBsnLmnRKmNNLScgW03Vg6yxGpuvAUB/wu4cAACPXP4SRw8cw9Xcnt+fu+ti6aiR5IPF5SK6mwmy6CWkD0NEg2q2W8cDaVajFoWHbIGbCbM9Uqhy1JC3J96KFFvzDh/Wu2xINY0QmJsE6CCmKuHNux1bsrBcdi0w1UAagA7aroxVbl1RMFxggpsFzNQ3VCiFytJ3YXE2DPhAT3T4XVtmFpoRJxwrHUzHVKJFxfEDXg9wwKU8822Qu//2Y8ogLe3/vighccu2XgGCxJI6+t1gCw+aKZiHPBDdPXeOb2qf80rh+p3Qc3pg3yR3LsTXht1sMssLVQNrjLZl7TO46DH0FRQ2sys0iApd72KW4pQjo+Rw9Yg3uuOWfEAQRBgZKqG3ejU0v/E/86yuORnkhA7ME6tEgcAuFiMSV9PTf7P20iIXKEwjLRG4f4o3qubjc/7bwNV6NW0h+3EL6rO5N9FJpuOev23D7Zb/EWT/9JA42pmHBSR7CD46ugFUneWZWrZG075kasMRVbIx56ljdxuH6LlzpHoY/PjCKJx83iqrXJLltpgb06eR3wwWa8U286QP33IORkgb32YfDKekwmy6O+NODAAghc0o67Eo5yX3bNjqMdQ/tat9sSuRbIc01sQ8cIUTQ9bCnv4IJs7NnIusJ11L6MOn3Y426o32eYtWAFjUA7a4NU24ZtmxgVJ1PlC3a2QFIV4G6nBUNf514Uk8MfAFXJfYhlIxpSogVw03YdT1F1rxAhs50y+BJHEBbkMUhVUGXCT4FQETYhMsSIqyk25cJkPIDZB7glDDrvp8QgTxFjkUvuWLdqj272Vhk7YsuL0riui1n22Wxylo3gkkLiUott0ORY8kW/xnmlbA88gakr01HZwbmNTbkypI4I/QxVrdz98PnRNJ58vPn1TjRNWKvi+75qFTaX6ge2joLAPjcz+/HB55zqOBoc0BJXC9EZjF5cNLiO6QkyAuR0nsqvZ8uowNdiZwkSSaA3wEw4vX/J4qiD0mSJAH4GICXAwgAXBpF0b9LkiQD+AaAQwC8OYqieyRJOg3AtQBeFEXRT+NxrwTw2SiKrlvyo3oMYF9WphaFSJVL8qd6MA4uSuBYzDywA6uPW4/jnrwSVjCb+KLRxPNto8NY55E8M7PpwkIjfhCmv7eyN1X6LXrUncfacg2bK1X8avJgbOzfiRUzc9hy6mFoGjpW7JklOWzHrwaaHnDvJBngvgnox6wBxizocw1g5xxR7oAkD47mv41M2+lvjE2X3HTim6vZdLFhyw5MjA1gwrISMsYrcbQS1VACEs6kub4xubhPGUtdk1ZIlDvapWHS70/Mj2VEiekuVVLpNWaX8eCvNdsrloWp+RiuOLDKLlHWkuVAteJictpE01GSdXlUjVYSVqX5cRQ0pw/oJGysysYSNtE6qXZsgvVEZC6vOboIRR/aQL7H2t5Ebgg1VpFlRpFjQbdhCyHyOkxQUALH/s+SwLx2Wcm+md7KLLLyDrvBNkqkN3J8jateE5bThNVoJnNhK1Q9VU1SSrOIdZYym/V+yCLRrqZi299IscMH/+fu4kSuVxVuqYoYMt4vKZha2lw4K+RK+7myfV1ZAke3L4rzflB83ccBinwSWgCeGUXRvCRJGoAbJEm6CsDhANYCOCyKolCSpLF4/TMB3ALgXQA+AeCN8fJtAN4H4KdLeQCPNbxRPReXBt/LXefRrFbNImFFCd1CSJyBAIccN46f3foXtK65CaNPPRRWq5nKa7HNEraODSd5aA4ju8shuaFQ4kZ9pZIctlYTq0s2Tlu3DRNOGbZWSh4odrmEtTunSD7b8zeSAedvAybqwGQd2DYDnd5Y4jCCPtfAzSdvwsat26C7PvSHp8jrg+V2OKCZvmnRh6XZcuGqKrEzcZ3McPv61iRqZR22ZAJxDlwLCnQ+mV/y4rwyDa6swPYNbHerGNEaAJrJOgASI2DbNzCiNZJ8x6xClpStR9wFwvHUxLCYnBIfVaNtKeL4CuZaJBfRcWRUKx40JeyohqXrsySOJZvJ8eWQONH/yfIFhFFZM+dknpwSVySEmqeEiXLi8vqI0mWLyY3jQ6hAuzF9x/xcP1WswxO/PDJHictCqlhZMsR2YMhTQrspdSyo5Q8lcYkqz+yTH0vz/VQ4Ne8a8Ncoj8TRe8G07aC/pMEEOc8P3rIFM3bb99HxAphBbKidFcLsRYUrSuDywqVFct/YdXpZnx4DWzG7rMAVQtdPQBRFEYD5+F8t/okAvBXAa6IoCuP1JuJ1FABh/MNqr3cC0CRJenYURdcszfSXwWNvh1fzcukWQuIAQlCsVUO48FtvwRfO/Qre8pmX42kvOwFAu4UOzXGxK0SBc3VindA1fyhu5zUa1FCTddiqAVsx8dDYWGpMa9cs8NsHgWccAoz2ESKXTDD+lrh6ANgxCzRcnHnzHbj30APShI1+c2RDAPQb6WwDMFQ4ho45rYQxx4blNJMHDIDEUoTi8GAiKWSwJZOY+SbnLF19qksB9gRtM+Qprww/+dgSsuZGCiacMlqhkth/ZIGtXHV8JVW1yoOqagDgQIHd1DFX07FitIXhqtOxLoBkfdb4OE3ggsRDLwt5altRxZsqejTRXeT0D3QSuCx1pkhjeZbMUTJEiUAWOem1YpLOgyVrlEC4upqpCtH1XF3NbL+VZVEiwkJIHdtGi60Mz0Je+zM6lm2Ukmrv0WYtkyCKrrMcRj2TOJa0ic6l2XRx8PMvwytPX49Pvut0vPqin+Lme3en1nnf9+/C584+InO/PWGpVDjeiJjtxpDXA7Yb+D6xywSuJxTSpiVJUgDcDhIuvSSKolskSVoP4JWSJL0UwCSAd0RR9ACAXwD4LwCvA/AWbqiPxT/LRG4fg9o10L8pFtK6i1fnFkrgWLSgYfXzTsLFVw3iE8/7DNSVIzj26RtgBh7xcVPIjZJWfJotN/nZGueCpW6mbqeSU5FcWGqL9CV1mli3YzfMlovdwwMYB4C6C2yeJHlzFHsawPpRYCYOra6qkooo18f47liJm24AptrZ3mY6bqg9VCavGSpcTcW6mQnUzFKSs0Nz32zFREvtS+XKjbqxaqCnyYkBj7QAiwsWkmsRh1gBIIyklIecE6pohQpqjg5bN1Jkjg2d0u1FBM4LZEzMljCBEkw9wJqh+URVc0IVcy0De+ZMlMwAw1UHVsntCKuy+2WtUVLXiy1sYAgbVatFJI6Gy1qKRjzjBCFSI/QhR0Y7hA1vUUVI3YiVKKQpCq92G0eUMyYCSyRFJI7+zREleIUAACAASURBVKpuACEWUpgOlbG5cb2CVeuKho0134ddLiUkTo+JLf0s5xnxis5JzSzBVVXMaaWkVzJL4igBE5HEXgoZ+NA6r7zpri88jxsPGsQV127GFdduTpZ96mVH4uCRMl7xH7fi89duwQefdyiqpUWocQshcN1aZYlI2740DV5GB6SoSJybrixJAwB+BODtAG4G8KEoij4nSdLZAC6MouhpGdudBuCiKIrOkiTptwDeD+BiZOTISZIUXXvttb0ey2MKk5jJfC3K6BquzQNe3Havs+NlsTEWu+7egMQk5SuI4NbqmNoyidVPWgVDlxFI5EdGBDUMoPtBOvnYL0MzWwhkOQmzsvAUGb6sIJIkBLH77IDTgO4QQhEpCqnYm2sCugKEEQmrAsBgCZAl8hNG5HVNAWQZoSJDDkKiyrENxxUFCEPAC8hyRQZUGZ6hw1cUSIjgyzIkAL4soylrCCEjhJRcCwlRUqxAz4+C9LGFAHwoyTb8kffVAtQrbfIXRhLcUEEUAYocQZGiZOwIEuipE70f2GvU8hWEoQRZjmCoATQ5TMZveCpargJDD6AqZBs53o8sAYoUQmLGk0FeUxAl7+kIUnz86fXIMbfnJiNKVVqKwM47yQGrq0Cfj1Ci503q2EaOyNh0G3YN9j2WGj9ezs6J/k1NqyMuQTyUpdR4tHE9nRPfyF4Oo4590nXY/fPnRZT/Ro+fvlb3y+iX64ji8UJJ6pgvRdZyfr55iCB1zD2UJQSSlDrvovOTPy7xlgwl8nmKJAlqGECKIij0egjGFh2HHEbwHAO6yXdc7YQcRsm55893yB5TvM+ZWgs7puYRhBH6TA2mKmP3nANJaqefGaqMI9d0Fkal8tNEx5B1nuh1K/rczylomFeq6A/msufV43hLhpH1e38fOZifn0d/f3/3Fbvg9NNPRxRFhU5YT9miURTNSpJ0HYDnguS80YzCHwH4esFhPg6SK5f7FfS0007rZWqPOeTlyWXlyK3+rYIdz2hX5eWh1WNB8kKUucUgSyEEACsyccvnb8fv/vlafOS374M8YDGVmjKswMXhUzuwYetOAMCfpk7A+rX3wu4TF+xvGxpCUyuhGhvqTpgWnnvLzbCmp4hKFqt8+sQUyQgFgO2TpPABAKZiUlfSgJE+4KQDYY8SnzlXVzHywC5C/Hg39Disao+PYGrISs2PetJtGRzDpF6BLWmJ/xvQqXJWZAejUTvcS6//VGQKc9zcSMHJv7Nx3alD7WWhgt11Mge20CBPgePbagHAnBt3rNBjBSIOk046JWzeVYXrKRgfnYemhKkxLN2FpbRimxQpZSEiKmDI6ydLl2U58wOdHnFaPEZw6wiUk6agoF2hyufHaXE4X9TJoWhye1aYlVfk2AR4x9CTak82ZMeHWtkc0KywHpBW4rrh9ukTcWrpxiT/lKp2vJqUV22bpb6JQsO02IGt/hSFSPlt2fVZlY4No1LQ7ifUcihPtc/CzvvXY+0hf81dhw+nZsFkC6JKAOLMcqekYzaMcODTL8HbXrUJf7h9G44Z68PlN/8Nu//1TAzGRVYdyldem6qOnRfomcqqbV2sRa4beD5Om/157jqPCs55dAsdrrvuun3OX4pUrY4C8GISVwLwLACfAvBjAM8EcDmAZwDIf6fHiKLol5IkfRTA6gXPehlJ6C3z9R5z5fIaje8tkpe1z5ak4KQLX4yt9+/AhRvfg9f+6D046NTD2ya5qgJjcAxWo4nqfCNpLZSVK2M5TTiKluTEHT61ndxQB8okfyW2F8HqAdjVMvGDA4Adc8AjjHLa9MjPTAPuASNk7LkG3DGr3Qqm4QJOfCNfXYV9ICFxuudjZNbG1ICFCYt8w2YNTA14sUTQbqlFTXpTJswhDR9mh7VbkZYZKgXaFaSOr8CJry31h6PFDAASIsbCUluw1FZqv25EiiwAJEbBbBUrJYKm7KMiOynillSmsqFStqWWoI0W305L5NTfUbTQpRK1W8XqQgoOKOHpVvwgevjzRRE8SdT8fN+2rGIG4Tx1FbrrI5KlVBGRcF0BicszNc4CT+LY9fPOs6hpvW2WSIu62JrH8p3Ue4V+7vP8/xbT/ownz93wl62zGLZMjFRN3PvwNPpKGlYcNIxKFOGi152A+m4bW3bZ+Nmbjsd/3PgIfnnfJF55PHddROHUoiSu22tL5Q23jH2GIu/eVQC+GefJyQD+O4qiKyVJugHAtyVJuhCkGOK8Hvb7cQD/2/NsH0d4q/KqrtWreSiSzL1UhQ+serYv0IKGlqzhhV97O550zp/wrRf9K07557Px5Pe+OvGXm9QreGhsDAdjItmObfat+X7y/7Bdg22WMFmqYLRZw9qJPQDIA8yuljseona1DBxzAEYGp4AjVpH8uAcm28oc2iqFBWI/su3IAzB+99/SN1jBt14tVnnow2dSr6SupS4FGFbqqW3cSCHmwLFCRRUrW4oJn9TeZy3Sk3w5WSJhDlZ1E57vOG+u6TLEQW8b99L+qOwchZ0+5ABOTP5olaqpBgnxMySvMxdOkOsmshQpSsx4QkbbsbEIJQkeR/748Xpt0ZWX0M/3NO0GnhCI8uyyyFOH3UlM0vIgep3PoQOySZwIWcSILudJHO/FxqtzdDkFJXDU2Jf1V2wp7fdO1WuiEqtxol647HXLmrPUkbQQzycmcEC2L58If/fxX+POzXuS/3VVxmVvPRknHjCArfftwrbJefzhbSdjMN6vz4ZOixrh8qSOV9n2BlnrJU9uoftn9yEa4wlmO0JRpGr1zwCOFSyfBfCCIjuJ8+CuY/7/CSBIxFlGITwaHnT0AbxUhK4FJVcFJOtoOPA5J+G8Wz6Pf9/wFhz/zy+DpTqwfJKvsrU0CGeVhv4HY3XK85Mb61x/OfWQsRzSWD7pnRob+s71l1M3ZIB58FI38cEycMwa4M7tZAXHS4okrBopaKC/eZhNN+mvWmq5qYdF8vCh4UV4GA1IcUNL1jBJG9r7BmwYGDHqsIJ2rg7dhj1fuhQkBr4SSFVoUmWskrVaoZIocABQc2J1h+uHSpU5IG0TUpHJHOi4TqgmYVmgrfjxrbdEaMlaW2Vk3tfJ3wpS1aQAIWu0mrk9jiokcfR3Vt9NHnQbtqpRFI7jVSO2OlNUqUnfUywZSr3nBMSJgqprfPGByKOOJ429hFZDSeqYR9FihyIecxR8OBVIq3GiQgP2fE9YVrsKlSH4tNcwDbmbgZeEVHkVjv/MU4jIXARJqMhmqXD0HGad+xu/9FJ8/ar7cdGlv0fLC+D6IX587YP44PYaTls3iF+ddwJ0RcaHriEG5M85fLT3Ks590fQ+ihZe5MBXqXZbdynXexxiubPDYxDdwqpUhRM96PcXdCNxLAYPXoHhQ9fgW6dehHO/+macfPggAGDUnYetlaBoGraODWPtxJ4kTMXeYOnD0wh9DNu1pLG9q6mwyyXssSodflHj26e4CavA2nYja90lD4Mta1diZNbG+AM7SMsvevPcE/dZnWvAKpEH8bYVI2jqGqwGMSB1RgmRsxVybazIYXLCArRUBXuiviQHbSrqI8SGrhOl8yWJAqsk3nIA01KNcjIVgI/E6w1AosSVdD8VTjU1H1Xd7fB6o9euFpmY8spd7Uko4TOkeH7wUkbIub6JIRIyR0Ef4E6OmW8WeXMULfkqIlLhRDlxQPG8OEpissicCFlkiV+fkrm8bRaiyGUhr9K2aeiozou/vLDKuPB1QW4af75FxImqdK6qwozJfdLoPr6WY56dXEe2IrVbWFz3/CU3ZRYROqek45XvvhLve/OTMXHtW/Gmi36CPs/HN15xFABgV62F0vt/hYGSitmmjxMOqGKk32gTOYc7DnMfP8JZslRdwrEo8mxMeh3rCYRlIvcoIiu8aoTegkyBuxG1pQi1LoUy1wuJAwBZUXDBPV/GNRd/Hb/40q8xevn5GG/Nouo1MVa3MROtxfbqEEqul1iCdIRLzRIO37kdK/bMJr5OuwerycOGNROmvVoB0o5Ld32izDFhCbPpwppvwJpvYGTSbnvH7WmQPLq6m+TT0ZqzB9augtVoJmNbrSYxKI2CRJ+mBMfyHYwHsxhV6pjU+mDDJLloMGFJRBFLCgLgJV0iDLTHoiEhSuac+OPOqnF2U4fny3BcBZ4vp9ppURIHQKiqGZKXUuIAquKRcKzjK+07jNyeR+o92E2XlwmpLdrcHhArcXweHUvieBVuIYUN7PI8MseCVc+6tetaDBZD5nLHXcD8s3LSRG25+FAqzSml/oujfg2TpQqqXhO676PiNDNJIiWdCznPEjp95Hpqxcad/2tueQRX3/QwBqomZuccXPC0g3Dr1lmsGyrDC0I8+7ARfPJFh+O4taSgKmkhyCOPxInUuKUIZ+5t9LqvJziBo1gmcvspupE5XpUrStB4hW6h5K5I3pyI9PVK4igUVUH/igE4rQjbwwFYqoN1MxNYMTOHhr8KpVYT24aGYJdLGLZrqRvt7sEqDp6YwNqdhOTZlTK2jg0DQIpY0ZCPNd9IyJuO+EZMQ6wxdJd4yVm7ZtMTbTI3lrpLCiYcDxjqw4qZuWTsqSELFaeJMdUGTBAPOUkB5LjnahwagtfEGGw4ioZt5iC2R1aHOTAQv1+U9HlWECZFCa1IS8x9AaK2OZ6Kku7DixPnHVeBpqqA7i/4ni8qkKBI8ukE5I2+L2lBS7s9V/f3C6+siZQ4WhRhBh6C2CKBzYMrSuJ6NbfthcyJKlXZPK5uYU5ejWMLHtiQ6VKSujxixFeoihQ20d+sOTItirBNUonK5y6ONmsJgeP3R+dASVxyLuI5dyOidDw5jFJhc6CY8TML9vzf//sLccGHrsYvr7oXJ2xag/+5cycuuf5hAEDwiTPxyzccT4gYVaem45xZVo3bF0rcYknS3g7v8vN720/23r72cywTuf0YC1XmAHFD8ax1ljL8KnrwUtK3UBJHMbhuJR6+4T64kYJJpQJPJTdiOYwwZtt4cHQF5iolTPQRDcwMPIxPT6Pkeii13ORmSk2FgXS+Dv3tGHqbvDVd8ptW8+2YTW4gibuTqRGSV9aJRQklc9RYeLoBNFysG9iVfDtPFL3hJobLNezpryTGpSyG52vkOFUf4wDskolaRFp3WZKT0UyedEWQAFhwMBX1Jf1YaWi1xRU/mHqQqHKA2m6rpcbFEpHCKGrMF4iMIopWqMCQ2x0fskDHYsd0IwWQ4vdND/mg/EOeJ3S0Q4gTRUnuFIUolFrUeBfobsnRjcyx6LAaKRhGFYGSv16S8bP2tRjVUHQueesQHuwyy2kmZI627qKqnWhsq94oVEnKH1MR5a0omWc7ady2ZRrX//4RHLFpDf54/YPYtKIP5dMPwZW/2ww/IF8s/vD2kyFT/7eG26nCPRbIGw96DHs7X+8JjmUi9yijW/VqHplLVfkVIG5FwCoj3dctXs2aR+JEcxftPwpC7PrDAzDq04Cl4p7B1bAaTQS7SALYWN1OXOEpKFHbPVjF7sFqu/9qrMSxVXRUCdg6NoypAQvrtu5KK247ZonCxvrK9emkc8MMIWsYLpPwKnVjr7tknbIO7JiFHqt6etPFyBxR5+xKGStm5rB7sIrt1aGkVRdVmtjWTUbJw1REiiAgI5UzlwXeosRUA7Tc9nXT1DAmcAT071aoELdHlRRN8GOxFas0P44WSBRR9Pj3BH0v8fMl1YjpYgY2VMoXPuT15wTaBrh5dhSi3DfWuT8LveRZiXqsUmLDhwj5ZvS9KkJF7UiK5utleebR9fKKHrJy57KIMz0XWblvImKVqOp0/jktx5L9COYs6iebde7Z8c34iyP1BfzZdbfhkq/ciJUDJs479UCoYYTjVODHMYn74ztOwbEi49+9hb0VkqQf/OWQ5z7FMpF7DKBImBV4dKtZF759ho0EQyjp34edcQQePOMoXH7o62GUdbTsBgZXDeCD7/4gfnTnnYiaLp7x0mMxcDBx2XQUDdurbUPclqwmoRgK3nvOU1UM26RydGrISiUsWzsEYdQ+vf3t2fE7vzVT7zmAvMZWaw2WYc01YDZdOCU9Dq3ZQB/Jn6twqhEAjPp1tFQNU2Ef9gR9qElmUkXaPncBWtAQwe9qDK0pIRCHV02dXEtNbVuIsEbALLL67RaBGylC/ztRmy5aDNFSgg7/OKCd++YoGhxFg9Vqpvz5eJi+BxdpElc0960beeq1rygbruPfh/QLSLdm7L200erJWy6jurbI+lnI82rLapVFz0vWa0XIdS/z5EOo3cAXhNDtWNX//qv+jEu/ehNeeeI4vvaKo1AJ2+kHH3jWXuhCkKV+LYRc9UrMROvtCzXuCRxWBZaJ3H4B3tVeuE7oQYIsfK2XcQrPqQdlbrH7KLpO34iFV3zrHzG/ZSf6fQdWWcXkw5OQtinY/NAsAs/Hd0/7LI58yZPx/C++CUap7fBO+5du6x8C+gHLa5OkNXPTAJCoeY6qkbyb+CFJrUXcg0aI8a+pJlWpZEOGwO1pEMWuT2+rcgBR5ui6Q/FNfqZB+rYCwJiFUsuF1WgmDy+rQeZg95XR1MmcxjENy2hiUu/HpFJJCB3QLkhwQYhSFCumtdCEE6odxsAsWFWOtyHJCo+6EQmfsuFVWihBSaAbKh0WJEV682b1WgXShQs8oaM9OvOaomfVV7AkiVeYRH5hPIESkTgRweiwCInDljxhyVIH+TEX0xM1C3ROvSp/LIpYkSTrZnRZyCN/Ih83SlZ7zQNc6HHS94dIXbXqDfzHv/wc3/nFX/Dz80/Ccw6P2zhkWYksVUXq3shNW4jSthxO3WdYJnL7Ad6onovL/W8D6K6uiRqIC9frYlFSFIsldEsV8qWQJAmDa4dhSgEkWcb4yiH0X2fgNV98HczQx2s+dg6++NpLcfU7voqnXHwOKoceCEmS0JKD5BiSRvQgKt2WQXKDZfPTJgcq2FjdicN3bk+InF0twzpohIRHy3Mk940HVd/q3M26T3BTc7zkZqe7PtY9tAt2tQy7QogeSxpGZokXXc0swQw8jLrzgA5AISbAPNxIQQAZtdCEHbStRhxfwVzLSHnEUVAy13RVNEHCpBXTJa24lPa4QDusaqoBCb8m93k1IXGUAJoyQ1qkdBFDVps2Hqz9iMgMWLSsm+UEq8aJSBz7t0jJYslDnkccD76xPd3eqjc6QqhZ29D99oIiatxiSCGdOztvSubyrEi6NajnXxflxbG5gFkkLu8aZkGk4LHLsojq/AM7ceyzLsFhKyu48+KnY4j9/Jd1zjhcMN/F5sMV9Z3rRrbYCEI3EtdLu7Ci6NU/7wmKZSK3n6IIEeu1snVR89kHCl1RXGS8CgCglw2se8qhOO+5f4+LzrwIAPD5ez+FC/7zPPzoX3+Cr5/xAciKjL7hCsIgxNPPOx1Hvf0lmNQrAJAy17UVQuJo94T1rUkc9/BDWHfj/aRf6oEjRJ1DTN7WjQKrXGDnXPebDVXmTDV9c1vFGDHNkhw7a8csLPZGX9aBDSsTbzxPJd53uuoT6xJ4SQWrLZlJFTIlSHZgYMtsFePWfKLEeQEha2xeHECIHA2rAm1/OUMO4KpkW9o2zJC8VAGFiSBu+RUrWAyJ4xU4lrQtNjQPpIsc+AIH3niWX14E7MOeTWBnX6dEQqSWFRmfkjmWEHYbS0S6skKHdKw8pYpv9M6O163YoZvyltczlv0tui5Z15BHESWOP4e08IjCKem55szJvAXHW2q5CIIQVhDg7lu2AAA+9aLD0iSuCPalN1xeNwiKPAKXR/K63RfziN4ygesJy0RuP0aR3Ld9nT/HK2x5xG6p1TiKd22+FFuuuxs/eNMluP/Xd8N6wyBOOvepOPCocQyND0HVVfzDF16N6POvwtR92+DUW0CzhX953eVYf/IG4MQjAADb1IGOil1LBhACVtjEyLQN/OQeoF+HtWk1rLIO+9gD2w+LmQZR5epxkUPdJaSNEjfRDZwNe7R8YjTc8onFAK/wmSowXcdII7Y+iStn7f4ymoYO0/dgxRW6LVkFbfhqgLTvkhDBDRVMzJawbbIfuhYk1ammHiSkzfPlFIGjywCyS1PtDI0meW4xF3RDJc6nI50j3FBJ9WQ1JI+MUZC4sbmRyelgwqhZLbqywqosQVDiHKWs0CUbUuQf/CJPNhGJ67VKVEQGex0jj8QtRbgxj8xR5Y3vO0qPiSU+LGnrKOrgWnel9sFVuZZabm74twghy4PIBLljTi0XznQd/++L1+J7v92MRybrYPnwcw4b7Rz40ahGXUqIlDcmulCYhC0VWXv31UszzmMYj7F30OMXbHiVx1Ioa3xl46NB7ETz6HU+LWjoX7cWR69bi/XnnokBzUf1dzJe/80LYEQBAgBq/JCXJAlrn7QSAHnAH3r8gfjMGR/D4OpBPOv8Z+LJb3sBamopNb4tmRiFB1srYeuqERwBAPOx0e+2OVhbZ4Fj1sAds6Cz30L3CMKsfHiVRVlv+0MB7Zsauw2bVwcAMw2MzDZgH7sOK/bMYsWeWVhxt4iaSaxLRKR+zXAde2om7DopaKiUvSQPju2vSkGJXUn3UTFdWGorbnbfDodSguZGCkzZhyn7cEIVUJGqiAU6SVxRdZeQOfH7hZI5UUstHqIQa6++cGzoLo8giBSfvPXZ11kyR8cRKYA88nqgsuNQ5ckpiZWQUOreNbEbmSsKEVnrRZ0D2sUllMwlRJg5pzx5LeKnRytNU3PLIHG3fe9W/OO/XY8XbBzDleediI0r+wEAQRhBVQQ5zftCaaL3i71BELPmTz3vlpW0RwXLRO4xAiMKIGc0b16I35yIUC1lTl3RfbKvFWk7Rv4m66mGgnnoCNAixx/G48SJ73w3gLd/+hzce+tDGF9VwRff8yP8+ce34VUfezmsU47EpFJpjx+PdcsBh+CIMw9tq251lxQybJ2FvnYA2MB826a5cWyBQ5M7F02PvG6qnVWuojwZdvsdc0nV6/j2KdhVkkc3MmtjasBCzSxh1J3HpN5PzIWhAAhhqS2gjxgAD1fIvqoGsRKZaxloghgB86Dtugw5SJE4gAmHSsCw0iaje9CXKqiw1DaJE6GbfyH/XuK7M9D/dd9PeYtlgRIN1uBVBFbh4UOXefljohAs/3c3LMTvTaRI8URwKbFQTzkaVuXbZlHTXwqaA8eHYUXXliVzFAv1zmPDqmyxSyh3EtxSy8XtV9yGC794A37y5hNx0lhfPCFybCobNny8kBzR/OmX2cfD8T2GsUzk9iPQhO6W0hspe7wgKwxMH/J5nnW0KwIlcwCSPoxm4OFf3vB13Hb13fjCL96JIzeuxJevejuu+t5t+NTZX8TZ//QcHHfRy1BTS7DR7rBgBAF++dpn48yf3wTcuZ3s6KEZ8ns+bsE1Hue58SbAU/V0iJWSQKB7EjBdv8S9D2Kyp0/YcMYG2hVzcUUr7RQx0WdhmzkIGmu11BYstUUUM6SLD/bU0gbEFJoSYkVfAyNaAxVJfIM2EMCKHOLzFl+j3XVCMA0jgBOq0CUtk8gV7kbCfQFgfeSo7YgZeLmqXE8tlXLCdXnkYKGkifc7KwoRqcwicFlqHL8/3gutcE/XHlt0ZVW08lW7bIeGZJ2CnTJYUIsfoF3ZSsPk/Dlhw9CurkIO01+g1fkm/usr1+P//tftuOr8k3DCSBm5YJX3fQFTFX8x3NvgiziWsc+Q72exjH2Kc43XA0hX6PHIUrV4i4Y8tCRF+NMrjCjoakbLrrsQdCNxrFL0u6/9Gr/44tXkeOIHfUtW4SgaTnjJ8XAdDxc84zMAAE1X8aLXnYKvXXkBbvzvW/HdV34W/W4DFpwUwRizbWDbTKe6RkFDqiN95AdIh0eHy+TGSgle3QX+OglsnSXb0hsutSQR5dVRYlePVbxtMxh/YAd0z4fdV05sK6xGE1ajiTVz0xh3ZqAjwLBSR0V2oEsBRtX5xNgXACzdhaaGqJQ9WGWX9FmNc+WqRosJqXrJD3stRoNaUhxigChvdlOHF8iJJYkbKaQ4grlOpBhDgxU5yU/ndY27joQejMBD1WsSshZ/NuhvStZFEIXmulWT0h8RRCSOtmpbKuWLHa9XVS9PhXNKemZINW+shcDViBEuTwJZMkZJHFXjRPlyou1Y37hu14sFq7aJjs3VVdiVcsecddeHxBWBfOXL1+NDl96EDz93A044YEC8Q+otuTeITVnf99YeWRWpTP/pRwXL+XEAlhW5/RZG4GUqc1lhyKIhVt5vbqEkSzQeHTPv9TyI+sfmKnFQAPhoQcPdP74Vm3/5Jzz9H19A+nkqbVL81Fc8GUefdBA8x0vCcACw+oAhfOVH5+PCV/8nbvnwf+G0fzkXk2pfQow132+TraYHHDxI/uY94ngCRrs+0G0fmWmHVkW5c+W4QwS9YbL5LZQssvuYaWB82xSsWgN2pYypAas9X5AuFzNhFeOBQypyJXp+NdQiHbXQhCn7OH7lbti+gTlXJ90ZmN6rNK8t/X7R4EYKRlFvLw8ByKSi1Sq52FMzUTFdUgAhpx+yCUGLgvSXD1o1zPrHxV8UaIic5sOJeqkCSIyA6TlgTXVZFUeKokX5o1GICBNbAZmaWwESlbVtt+17VeGyEGXkyGVV0eaB3YbfrqNbAkfgsipcRehml0LJW5YZMt/xwdVUuJpK2ufNkc8dS+RKLRdWk3wZOveE8a7zWzREhI0lT3y1qOj+sRT+dHwlPQDw7xc6r2VVbp9jmcjtx8gLtS6WzLHjLDUWrL71SOJ4vPbnH4EBDx4AOZIJwYg3/8xZn8VLzn8GTnjOkQCTUwUAuqHiw19+NV7z9M/ijLc/F8ZKUjTQAmnbhdVVQr7m4xvUaF/b8HftQGe1Kau+AZ1qHt2WXy7qS9jgSKLgJmy23CRXjrYasxpN1P0AR8zswD2DqwG0r8uk2ocazKQStaI70OV+bPVInqCmhjBV8poBr+N9pktBSjU2ooCEtJX0LRxe8wAAIABJREFUdc8yEqYkjm8xxyqhRhTAChxYsRLHw1G0VNsuIJvgAYDm99Z1gaKQfUgOAVvK7fjCiby5sWOzYcUsFMkFzAs5s8tZEkfnSAmXq6mpsGoR0ka7W4iuHzvPJlMhy+bN5fVcpdvzoWG7v63OhTtkVOcb+NXV9+KSy27GnpkGbrjwVAyUufss/7ldKLLUNkqUynq72j05EC+9bVHrj27rZSltj5YCtwwhlkOr+xloeHUxMEKvp1Dr/gBKFmjYrQWlJxInHDMmtC1Fw9/u24GPnPNl3HX9X1MPfPoAGV1p4YjjDsADv7038ZdrSQq2DQ0BqwcI6erXyQ8lYMNlYKiPED2eYNH/mx7JjaNqHA3B9unk93AcUmVDraZGPOZMjdxwTZX8DJU7wip8jtOe/kqqRZXm+1hfm8Ta5kyyzAocrFbsxE4EIHlzVaOFkXITawdqCQnjw+ckxBp0fFnoRt5F1zIJ68dj8WodS+JYrzgRiUvOh6rCNktwVA2OqhVSdUQwW+6S5cOJSNRCyR8bcs0Kw4pgNt3UT1EspKghcw6xNYnudZIySujyKoyz5jcX2/FQeKpKuqHkKHU09EsVuKyxXU2F22zhzu/dios/dg3e/bQDce97T8Op64bSK7Ohxr1J4lgYanq/pkbuR0N9wPgg+Q2k7030b7pu3v6G+ojt0WB83ylC3pbVuEcFy4rcYwBZYdZulZ4LqWbd1xCpcEB3o1iWGESZTZfaoeNP/uGj+OizPoGpGULSKJkz/XY/yzCM8Odf3YNjXnQ8WoaClqJga2kQWw5eiXWlB8iAtMgBaBc6UB8lNoRBb5B7GoSw0fDrMJcY7fjkNVadc7zEMw4tX3wDLbc95XiVZLJElLVAllAz0/Yq9HxbkQNDIioY7QwxZqaVRV0KQAul2fcaq9Kx700DHqpGC3ZT/HBIVaky70v2PcArcTr3EKfXjZI4EdFzVTVp1UVJrV1un4esECIbpmNDcUUsQIqCJ1FFCKGrqx3bLZQIipClvu0NsOeY72vaC4nLmx9bUEE/G3z4lEVHqJchmYOTs/jLlml87pLf45uv3YTnbhxL74wSF/73QpCX98Z2WADaHpT8dobavnfQ7UThVjrXzHZhzP3IYIlgzvNkIb1cF4Pl/LgEy0TuMQISyip1Li/Y0mshhC5P1WvJWsfYvRLHxdidsJ5mEmPLIjKSBYC+wT588vaPwQh9OGDMZeMQq6eqePYrT8Qn3vZdnP5/no3q0W3C9ft1G6Cf62P8st8RIjcZE549jTi3jfvmS2+sjt8Oi/I5cxT8zZUJo7rVcvpBz4VeXV3tsIJwFA0tRcPmyigGVQOqUUqO1Qg8tNQ0aWpJGlqRljL8Bdr5cWwOJZ9bSUOilMxZgYPD+yZh6XE4TdTVQaDcpRQ/TonrFaZPqldp31yezHkqsZOY6y93NFzPyrUSmQAXRV5Is9CYTRd6000/nNEbqcwiolljLBWJo+OIOlKw6/AVrN1C4EX6t9Ix2HBwt9ZapZaLB+7ajvpkDf19Or72jVvxx3t34z0f+jgevvjp0FV5/1CcqKl4K+P903TJa+xc2ftMcn8q8Bnbl8crCk0v92sthGUi9xgCXz3FopcerUsBdrysvylE5E6Y39elE4TYayzbYDhFPBSNEI44JCfyIHvuK0/A9b+8Fw/cugUnHL0+mXtLCXDzhg04+Txg/Nu/ByZjOwFqJ0JvrJTQAcT3jS9qoOuPMOtRYkeVurIOrKqmH7JsPgzNj2Gwe7CaJIxbrSYm9X60ZA0ygEm9H5bvJAqWEQVJOzJKxGjbLbYPako9o+obJXShh5aSTcJH1XlybikZFIRVs96PeSFaV1VTXnJ5ZI/mP/JkDiAKLh9y5R/2rMEs0GnLwRrOOiU9UciWUr1LHshAW4EptU1vFwqWXBZt8dUruhVGiMgcvx39kiJSzERN6oHu/XXZMVjM11t490euxg+uvAcAcNBwGf/wlAPw3jccj7nhMvT6o5yFxCthWVWkMwJjcn49dqwiREm0ryyC1wvxEpE1USEHXTZY7iSoDBzHwZYtW7Bx48bic3icYJnI7Yc413g9vt36xoK2Xcr+qvsbRERvsb1f2Qe96Xs48yWb8PXPXoPDzj4FGOtL7C8AEDJ3LjC+dZZs3PRIbhvQzl2brmff5HhfOJboUfuRVdW0Esc+zMs6MFBuV+LFD2Sr0cT2oSFUnCb533cwqVP7FUJEWfDKqQUHLYkNa3sp0kbHof/T8GdHtXK8DvWdY8exJTPp1EDHFKpzXBsunrxR8CSOXsfUOhyZ40FD6k1D7yALogbwrHJX1J6DLTTgw6FZ3QcS9GAX0iuyiOZC/eHY9fnigjyfPFOgnPGozovJiUhVY68pq8p1QzTfSkicJAF3vP1kVOPP63XdG14sDdj2fSxE1ansa3Rbfh2aN8cvWz1A7iszjU6y1A30i+RAGXDkzvmK5kC3E81RROJE/5d18nmgn4nXfDe16oMPPogNGzYAAKIcwePxiuVih8cY8jzm9kfk5ULxSOwmBD+Z68KDhKjD66xjfRpeZBLkKUFgix+eftZROOHph+CyV31RuN+bN2wANq3OPmDRDZEWPNCih7qb9pbjttVdn9xoOw6iPU+7WsbUELEcqc43UHGa2F4dgm20w+805Dyp9pH2XTlG00mhAUO+Uq/HBTRGRCpWLd+BEXgwQp/8BOnqVjoOW3jTgtKp7gWEKFteE5bXTPnFUbPf5PTEy9m8OPYnC/xroSyhqWtJhW/eD0vy+O4BjqF3kGpXVzvJSpd8NtE2CeiDi32ILQJZoV6z5UKKoq5FHuw5oOuy26QUtSXw11uITQxV6EQEPWsfpW17sGawhDMOGcI9F56akLj9AnkhUMdr/7DedZQ08Qqc4wGzDDEWkb1uPnXUk0/l6APdF+8tR8nfQtRAZvvkM2J0flbCMMTpp5+OBx98sNiYjzMsK3KPQeR5zO1P4EkcTxCoeljEriRrXdK6TBC6433KCoCqcm95/wvw0iM+jPqtd8M44UnJ65Rc2KdugLUtDp3SCtSsGxQfXqUdG2hIlZK5hpseg33gcjcup9RptkrRklUSRg49RIi92eJwKq3GLQpK3LLD9dkPWd5ixIocTEp96Xy42OiXgi9YMDl1jl9H1JLLU9WUtQzf7YEPqfJN2vP6fAKdyhHb3zNLeUvWZa4puw4NzWYqdEtA4HrpD8uil3ZcVq3RdV88RH1Nu80vzzcuC3kmz5XZOl78uetwyrohfPM1R6Pshz2P3zMWm/vVS2N6UfssNg0kC7xFCf2f5m0qzHlix887trz8PJE6SElgSc/+ggvg0EMPxW9+85ucg3l8Y1mR20/RzYZkId0f9hVaslbYnqKXuXbr1SpS8IqOz6pyuqHinZ98KT7zgs/g9n//KSb1SmrdLWtXpltz1V1guo6b/rwT0pt/iB/fuZO8RlU3WuhAf+g27A9AbmQt5mbF3rRKOtxqGdvGR2BXysnDj1ok5NlsUCI2qVRIH1ZZ66gWFuYfMkUOWcooH+KkbbtY9c4IPBKKBR/ibRv98qoZu4zdBy1moCSOdgRg+3fSEDOF5vupnzzwLaLywCpRLHkpYsBLOy0kbaNyOi/kEqOmm/lwo9vyqiHQPcduMZ0dssYWHQdrSZJnBSICDZ0WzYuj+2N/tt6xDcMv+jq2Tzdx2flPRllXF0+yskCtQYb62sqVSBHrhl5JnAjT9baS1218qtBRpW+mQe5TYcZcRMtoekiRuYvm1HSJktjys4s8nsBYVuT2Y9AHXVYbom7dH4DFVYYWRaFuEow6ti8sUVIFGDmkl1V7gLYq9+xzjsf3vnQdfvipK3HkO8/GpN6PUZck8U9YFrB+FKCqXNxHdVOVKGAvvewPWF3W8PGnrMXfP+sQSKDfZL22DQlvBkwrYIH0zYoLp871k1w6T1Vh1RtoGjr2WBVsrQx1vBfo92WqqtGiAzYfLnXOmLZYWeeO3wcb+qRVsCyJY8exlN4UQaAzLEpBSRyLkuslipro4S5anx2P/Ttp8M5YWFAUaUjPFkAsBVKVswXHFYV4e2nTRdGLKpdss4iQaq+dJERfYmiuXN7czKaL//vt21F3fNz5vtOJqjHUlyYbS1W1yYcrRYn+rHK2VGSyG9Gi1kksqBeeyDSY2qA0XEAP0+M03PQ6eXPg90e34/cDpAscHA9420/yx3sCYpnIPQZACR1rs5G81iXMKlJRloLc9dQ9ggtx8sn2WSHQhRK+vGR6HiyJ45PiD964CgfGxMmIAthaCUbgwTZKuOfYQ3DEPbHyFlejlpseLty0Enc8MouLV/Thfb/fim/dM4GPPO9QXPGnnbj6wWlccPgILjh8FLoid+bI8eFVIFWp6Bh60pvSU1XYZWJ8u7kymipGoJDZ/2XAkmKj49hwObUbdCqZNAeODXEaoZ/5xcIKHECJrWmCIKkUZl+fVPvaPVuZcfiQKQ/e5DgLLJnLImpKGMJqtFU7kd0FW0XZrQWWCFkKG0uu8pSrxVa/dtuOb03FzyXPdy1vzKXqOUv3243M0euUR+Zonhw/1tRDU/j6bx/CD887AbLL+DXuLUVuOq5a78VYd2/bb4hCoixZo+BJFgCwRQUDcbEWPcZu4As4spRDlsAtIxPLRG4/xjml8/A/zctSy0QP0rxWXiJ0642ah8UQuKKvidbZl8bGVJU7+02n4j3n/iee/MtbYZ1xNJlH7NN236o1qL7keGJHwrTbuvbhWVy6poKTKwbOqJr4j7qHt/3wXvRFET51UBVffXAad07W8Y2zDkvvtOm1e6qyjuslHXY1bSJM88BcVcWcViJKGLTETiQLtNJ0Uu1DC0rKcoSCvy6psGbAXg/uPcgUPdiq2e7UoaaLG6zASYgeP47u+ykSx6tkvaDkpvPnWLImh5FwOdD5sO8WYuSJS6qFFpcHR9cvQs7YcCgdJ5MoCQgjvx+WVGbtX44fzFltq5LtY4LF56pRW5a8c5IHXvnLI3Gi1+iXHJbAi5Q5Osef/3E7AODJBw127qAXrzV+m27oZcyl9nHLayPGqnCsIkbnK6qqFal5dNlgudMOhbVPoq+JxucLNETzXUaCZSL3GERWyHWhRRC9hGHzTH/3ZluwvLElJtWz2xyyWjuJsPH4A/Hhy16HD597Cd71s3dh1fGHpMaZGrAwvmGUkLCmB8y72F13Ma6T86hKEi5Y2Y8LDh5MXj96rYXj75kErvorjlzRj6ccNIiTV1cg024Djk9uXINp8sY+DLXYLoWGNdnrRj3iAGAQbeNmK3ASwm9JRDmbQn7CM3+edN9PFSHQ9x+7nhH6sHyHkDm5PT+RXUlRsPlv9GFdZP3k/4L5XgupkFwSv7gc8PYlrq6iqEYjIo1sE3meqIUZHS9EEKll1JaFLdoQnR9Rz1gnQzVj1dBufWY9Vc0sUmErj3XPx+6/zeDNX7kFH33Bk7C6aop92kRFAiLkkY9uYNfbm0RFRDL5ZTQHrlcSS9fj16fpIWwRAz1GquC1/M4+sfy4dG7LyMQykdvPwYa1eCyFOpfadoEedCLy1Ivqlxf+7drDk67Hh2sFZsAi8DlyyfJYlTvuqYfgHf/6Elx23tfw7js+m4ydkJfBMnDoKFB3EU3MY9ILMeiFQOgDJebaxHYGG/p13PWMPlw1UcdfdtTw6j/uwGFDJfzi7CPa65oq+bYau7dbAKZGreTBW3JJJwrWaqTjvEBDBDExoeeG+r0BaLfdkuNzKSmwtVJCfNmqUbYwhCqUVlx9mnSRiFXCZD1ZayftIb5u3Fsiz0JEhDxCl6pE5ZSjUM4mLJQgCNtWcWpTVh6caHm3/DRR6y5KXOhrbGEEb0BcBCyJA9qkiRKpSJJ6qgjlc9n4Tg5ZJE4Elsyxy9ht6DnptRCDDbFW5xuwag28/9IbAQDPOmpVemW2QKAoiaM9kdkx9iVEuWyi13sdh9+uWwsx0RxEeW+iCtq8c8a+ttyWS4hlIref46z+t+LK+UszX89T5yh6IXV56pxIievIf+tRdVmKatasuWShF1UOAE570TH4+P/5Lkr1GmYrQzCCAGbgYcKyYK8cgDXTAJ70/7N33nFy1PUbf8/M7uzs3u1eyd2l94SQBBKSAAkgIQFCUQJKUUBEVEDAgggiFuwCKoooWLD9EEFUBEEUpCV0Qm+hpJJeruRu727LbJnfH7Pf2dm5md3ZuwsEuOf1mtfd7n5n5jvldp77lOdpRmrtZVGtym/ak1zc4hLtKpC58cB5w2tgeA0dmRz/3mmrK7GnWMH88kzqxLqK7yVDKrFEklQgSDxkplbJm2TMHpGTMIr1goV6t7QcMEkaGjFKmw+say8iaQQJSQqxbHGcG9lKS4rlIGG3A4sVPnPrjY8rWlGixJYOttfC2WVEBHkVEOllAbsUiSBxzrSaWF84O/gRjvUiNl6ExE8zgX1dPw0RFoGxkcFqmilSYbUPiYPSqJbQkasW1UYxvSKYYl5OkmZvTCh3bpMhtaRJxQ3iOmtJnSde2cYvTt6HBZMbbZPwGYErh3KdopXgl3C5pUT7A7cmA7d5eI3zMye3xgo7mRP7aoiUlggIIXS/NXfvcwwRuXcJtFymrIGVnZiUI3Xgj9g5fTXNfWRci+rd1vG77T0Nbi4AgYDCoqWzuOKw73PuTReQnj7BGnvf3Nmc3JUwv3Cmt3D9xk4OWtnKheNipX9ctbYvqZ7il9uUmiDn7jO8+JnognV0tapdCdSwSqwngZrJ0lUboSUeh1jBliscJR7QipIhlOrrpQuNCqF81nRmoG8HqdDpcwr7lu1UzWXMBgdJKZFpEeuYTRM5S/ZE7CdNkDZqiCrmuWjWe6xIn/38pwJBUoGg9YC2P6zdmiKccNONE4LAXmOC2axn7ZzT1cFvF6hTQ65S2tH+mZfAcKVonK4GKs6vXFOFV7dqJfJWrc6bOJ9eJA7cz7NbLZ8bmXPWyO3YlWD1zl7WdLjUaPUHfor2oXzq1asBoty4atK+/YEz0lgtQfWan73+zjmm8E+HtVevcUMowRCRexdBNgwPZ9FSlCN1UD2xKyFeLlqZftOffsa6zQ+851jJhN2+frXpVTu+dcMZ/PW6ZfzprF9z8VNXkFKCxNJmOrGtOUYTW6BGZa+FExmzvpPnenTmj4yaUTgPEgfQkzVQFckc1+b47zOVLeo9aUFijsYH8QCLR8LUZZLEA0XR31AuQ8AoEqtYplRbLZZLlUTvRBpUSJOkUfqQPfu95Hpf5TMWmbPX5AHEMKNwgsR1Gyrdec2UK1EyhILmNRO2XE44PVPdxIC94JWCdRbGl3xmi9RB35qwSh2ang4KBRJHUrceVuVIm9v6MDB5j7Lbd0lxlhPTfXrFBsZPbqJudEPJOOd2ynWginFOkuwlkOzWUWv3XxX3hVd0LlEQ4543OjbwiI+oKfNDcvoTqfNyXXCLeDlRicRVsv0SUbLOROXzVM5/tZp9gyk2bN/uECpiiMi9C2BPrwp3gcFENcSummhatQRuoKhqbj7Sq/bUniRJfPD0A7nlFw8Ry5jG9IL8xWsjNImVenX2jao8nzOY36P39VcVKLz/0VFRlj69mc/tO5wRQo7EbZ1UBpI6mksheTwSRs1madZ7SmrackaNFWETc+0KFuvqBKECrO5Vu2hvmiBp2UzbohSaaTykR5xoDdTQTG8f+ZG4ooFk3huqlCMqp0gTLCGVTjhJtlsaFYqEzU7QhFSL/Vo61+sv3GRCyhGsklSoR6epc/vlPncb6zXGrb7MPlbVs1bXasl6LuRLS5tkNNPew4e+cAeHzGjhvzd8lHg0Ym3/1Ze38MBTG1myeAqT9xmNmsmSzxuIfgrJo7HCLfXr5s/qFvWzk7lyGDFxGHPG1TFa83EvV0Mk+tPsUA1sLgeEAuVFdvtDgJykUehZ2kmjn+2msmadrxPlavgqRUW1IJz9z8r7fp+i4p0sSZIGPAKECuNvMwzj25IkTQRuBRqB54FPGIahS5JUC9wC1AJnGIaxVZKks4A/AvsZhvFyYbuvAscZhvHW4B/WexslAraVomkVRIVd1xlAw4SAl/VWJa9YUTzvNc5tuzJGRRI3GB61sYYI+ZzBxqdXE/7AHLqCYZqT3ebDY0wDvGTKGSxtCPOXzXHOr7eRE5tEiR3z6jXOGlvHBfet4faPzCi6PDQ5auy0oPXFLeqFxIM4lkgSVAuEwhGFiGWSpGVbujhoS5WToc2osWRIQlKGkOR+HtOSQjrgfk0tqZFChywAcqEOrvBZLJsquZ9ipIgVSJylK1dosLB3X4vrJu55LxLn9tr+nki5BbNZ5LzRJ2rjjNrZo31e3ZlQwfrKpYHBa51yBMxtHS+tOfF+ubStve4snzdYvaaVcc21yKE8sa4Eari4fiCVYf0bO3johS1MHBljvzlj6N3VS75X55FnNjJvYgNPvdFK28YOho01eO61HUyPBFh89j8AuGfZGr768bmseGMHP/v7y9Zc/v6Lj3DQYVM9zx30jdA5UUnfzhmxFSRPkiQWzRzBs5u7OGLKMO8NiChTvkztoL1j1S6tIQjQ7tI/C9v264VKhvVOVPq8GnLoRebc4FcweAie8HOm08DhhmH0SJIUBB6TJOke4MvANYZh3CpJ0m+AzwC/Bs4AfgtsBL4IXFbYzmbgG8DHBvkY3tdwRisGO1rXX/TxRK2SSHmRuX41QQwCiQOQZZkLvnEs3zvpej73+8/QfMJCM6UZCdM2dQRNm3cVxYFFZ6STvNWqfdKr39prGPsuW8/9r2xnySRb8bUWKDWaDvV9SKuZrGsqSRA6p72VWxQyng2hyjliSmlkzqlJl5ZNK69y+n7W9ck7vHYFMctnSCvFWjw7iUMuNlhYKPzqvM+dYr9li9x9Rt/spA+K6VV7WtCtq9XZXVmpCaGcLIhznNvvleBmyeW2nWA6w1k/eZgHXt5GTyrL7351MG1dcZpGxnjrzZ0cd+ndtMZTjKzTWDKjhdv+9wav/vBBhkVVDKA1nuaj80bz3PpdTD79Fj6xcCI3PbK+ZH/rtsW55T+vMX1UjJMWjOOfT20E4BtXPcgvUzpaYw033PMG377kcCJVRpHcavjcpGbsaXI1Y577OePrufuJDeV3kNCxPJHd4CRx9RGrLjHWlag+1ViJsPiJvDlfC2IZKnTCOyNffjpR/ZDFVKZIGP0SOCe8jm9IDLgiKp5xwzAMoKfwMlhYDOBw4PTC+zcC38EkcgpmMiYP2OPndwMLJUmaZhjGm4Mx+SH4RzlFfs91+qlLZ19/sNbrt0aexxy80qqVJDA+8skFdHQmefORN2g+YSFdwTCqlmXz8Caa9hkNm7tQJIhncpB0bKvW/UtT03N8bUI917/eZhK5cBAaS3XkiKiu4sCCRHTVRghms5Zjwc5YDD2fZ1hPN+21USuSVdSAKz2Xel5BlxW681qfyJy9SQEo6UIVGnH2zlYoCgGXjMumzOaJgters0Paa1t1maQlFiysuZzRlkpkDopErdPlM7vTgxecXZ52VCJazs/LCfZadXQeGAztOi2pc9dTG1n+6nZWf38Ja1p7ub89wehLbgWgLhLkkiVTWLejhz9+fD8Afvnwer647lV+d+Yc/vbMZv714jae22CezYAiMUxVuOkz+zN7ShN7hxWCiu1GEWTnCwezLaFz62Mb+Mp1j/PKRnP9yy48jAjeAsxKUmfnhg42t/Yya84YNMp0FDsiqHYSLs7rYbNH8aU/P086mycUKGM5rgWgjFyNBZuVXqwrYXZdVktCnMTJyzrLY7+ur51kfpej3s1vutTpxAAgSTCqvthhCqaUSEdvlSTWca9rgfIEegh94OsbQZIkBXgOmAJcD6wFOg3DEGd7MzC68PvNwF8BDfiEbTN54MfA14FPDnjm7zMcV3s+d0i3kSlTmO83zSrgh9j1J806kAhYuXX9kLnBir6VQ100xIbVGwnlM2wO1dOqRomHwgT3zjKzM8Exa9q56I027uhK8RE0k8CJyFyt6hqVW9pcw5dXd5A3jCJPsqdrwiptzTFrvKpni/pihYiD8F8FM1XYmTeIJZKE9QzxiFkbp2ZNwd7NIY04GrphkqhUVkGVA6QIEFOKGnNuMjRxqZgyjhlFoV9nGt8pPRLK9xR+mjIpIUrlR+y2YNYpyGWIpZIl3qpeTQ5u77t1MNqt7qw0rb12rBDpcSMAbnCLwPW3GcG+rTc2dbK5rZcj54zuM86PhVc5yY5UWGXiiCixGpV9vvsg3ckMl//gQwDUR4J0JjJcfufrAPzh9Nks/e3TjG+MYPxyKQCnzhpR3Fgfk/Wgu+xEASOBi46ayoVHTuHuV7dzwo8e5p9/eJILzj/EIk3286e39TDv3NvI5vIMq1Xp6M1w2Sfm8tET9oEGs7nGLWpqHatTny6pM665hinDa3lyRw+L9h1ZvfSIUwS4QGSsQn17bVm18CJ/duFdezenk4iJa57US3153czm+1MDKL6T7NFQUbMXCpTXhfOTcrWTOPH7tx7wP8/3ISSjCu0gSZLqgTuAbwF/MgxjSuH9scB/DcPY12O9s4D9gS8BK4FjgH/jUSMnSZKxbNmyqg7k/YDO7l0YtYPbNGDgT83d8Kn63h8tqoFC7lHIV3FenJ619iJv5/ydBeAS0NOVZMuGDsbNGks+ECzZXiSrU7Orm8SOXtboWcYGFRqCCigSVDiHb/SkadSCtNQEzQdaQAZFhoCMoSgYjsiAVKjdMWSJvCSRl4usKSfLZFIhNDVJXpYwkAo/IaMo5CWZJEGyhrlOzjDHSBjmrqU8AVvjg/jMCQUDCQPFKG1nzkoKWWRk8siAQp5A3txeXpLIS7LnvWLflmQYyIZ5l8p5c19ymZqlvCxZn7sJ/8p5g5SuoWpp67V9X3aI17JhWOdawJAl6z37eoYkFV/nbedELo36lPt7kgyDfN7ghbXtAMyb2gT5PPm8ef9JIoLE65U4AAAgAElEQVSUz4MsY0iSNZ9sJkdvKkNdjWp+VjgHwrVB3M95SSocV550KosckEnJMTZu2EQ6k6OxVqU3lWX6yCiKBC9viZPJGcwbV1e+ZswNzutgP3ZZJpPN8drWOJIkMXPyMCTJPBY9nWV7R4L2njShgMzMkSZp69XzbOlMgiQxaVw9hlL8Z8PtnrKfa/F5IJtjy44eZAlG1oUK59P9uHrUBmr1Xe7HJLYty8V/WvKY18bt/hb7cJ4T+75lyX0u5c6jmEOf/TlkBgyj77YrRRztxwjWcfYQozYfd2yr8DObh5yLxIEb/NxPI/fyt609AD09PdTW1g54O4sXL8YwDF8P3qpi9IZhdEqStBxYANRLkhQoROXGAFt9rJ+VJOmnwFcrjV20aFE1U3tf4I5ltxE8oBUY3Fo4P5E5ZyTs7Yh8+UX4iSjJg7t9jXVGJZ3RTWdq1alVFsxmaQRuuPEvBJ6P8OHrzyGmKSXpvxnrN9F0w108ur6Tj2/sZE6tyi1TGqmp04odqS5RuTHtCRY8s4WXP7gXo8bVm2NrVDPNOqnZs4vRrhfW1hizIkpvbtqXKWNXAmadkLC36tbCxENhutVa1snDaM3W0poqdYmoU3VigXSJF2tIypS4QYDZMBEy8n10BVsVjTQKzUavmS7NJAmnk9b5FF6xUHovp+VAybkU5xyK/qludVBu3ZVexfBrNsy0zot9XXs3pL3urZJ7Q0n0yC5LYl/P/n9G4Vr9/dF13P/URp5e18H9ly2iZbxZH9nRnebWh9dxya+fLAxXyOTyBGQJw4A54+o5ecE4PnvsNGobi00xDzy7gZOvfoRR9WFyhsFJC8bx3QsO6ZOOtyPWlYCweTxPd83nuFmr+ehn/84zq9r41CHj+fxZ88jm8hzzlbs4ZMowLv7cgv5FmtwiP7YIz03/fIqbHnuLpQePZ1hE5R+Prqc3neWiRRO5cPEkhkdDaDuKhC2XNzjxxhdoGhbhqh98kLQWck3LOq3I1EwWLW0KbD+6fhWX3PQ8z1+6EMmlEUlg+fiTWLTB1jHpZsnl5uxgj6yJ1KS9Nk1E3P2mIr2Eeu2fexndO+GnRs65H8fY5dpRLErd13d7oYApWeLcv3Ve+hGtPu3dE5Fbvnz5285f/HStNgOZAokLA0cCPwKWASdjdq5+ErjT5z7/D7gUiFYYNwQHGqQmejCJXCXdMzsGo7N1TyJu/cVASZwdl/74RK755l18e8bFnPXDkzjihNloObNGbcewepqWTOXQ+1ezeliY87Z1c8zqDv52wGhGAT9b28HMaIijJzWUigNHglw8ro6ly9fzyPF7lzqhJragjmkorYER6RxbE0RTR5x41HxwSxiWLRFQIqSrBwKMTe4ipOVIK0Hisko6X3xQprIKqWyEmFrozswrqHKObjnLMMWssRFSJaF8pqQJRUiJiNRpLJMsOdeCmGnZDKlAkK5g2LNm0Z4uTarBku5SJ6FzNiJ46ZZJhuHp6em3cUGkLf26K5SgsM6P//YSWzoSbO9Kc9K1j3HKosmsWLmD/zy/hf3H17NkRgvf/NDezNu7BVXPEshk0bN5Hl3bwe+f3MgP/rWSBVOaGN0cYWR9mD8+tJaUnuONrXEOntbEnU9vQuJxJk9pZvjUZvabP7HkGMEkcKs27EINppAjBlf/5nGeWdXG4189jIMLHZ3xVJamWpV/n7N/9ccq4GW4Xqj7uvr0/Vjb2ktUlvi/B1YDMLZe46olU1ADMmRy5lLYhiJL3PypeSz82aP86k9P85nzD604Bfs1T4VVFh88kd7fP8MT63dxyIiBR1Cs4xTH5iRn9nRouXH9QbXCvVV1oDrcGATUfPkaO7cmiXLHKlKuQ/VxVcNPRG4kcGOhTk4G/m4Yxt2SJL0G3CpJ0g+AF4A/+NlhQaLkF8C1/Z30EKpDOb9WO/ojVVJpe4O1rYHOw4lKJK4SYvURvn3dqby0Yj0/uexfPP33FSw59QCOOngCQRnih0wllsoSemMnv5/RwhUvb2fuI29x69xRXPxaK9GAzM0hhaV1pRIll01v5rGnt/DXdbs4e24hSibcHlJZMzpnV1y3PRRUigSkrTGGkstbJM7e3QoQS5kWX6FchqZAL3E1hJ5X6NId9URyllTeVpSfD7AlX0dzoKekIcIp/iukSty6jJ3dtcWOVtN5wn6fiiaEeCRcYsll70T1InTg3l1qT7+5RXH8dp+Kz0u6iO21cWG1NCrnsCA66YCxLHt1O9u7dvLYm2089mYb1546i1+cNJNhtaHi2HwesjmQJEJBhSP3bubIvZvZHk/xzIZOtsXTbOtKceHhkxnRVMN3/7WSbbtS3PfVw7ji9le58o6VHDp3NDcfOMHSbxOWb6mwytevXsb9L2zlumv3o9kwGN0Q5p/Pb2FEncak5hoaa1Q2/+SDu7V7sKVO4/FvHQEJnR9+aBrDAjJRLeBu/VS492u1AP/+8qEs+O6DxGpDnHHKbFd9OrsXrJrJWtcoqwX5wrHTuGbZOg45bVb/J+9GUP2Qs2oJnJ00eZGkaq5RNbp35TpYQ4Givp2As0awXOOHIHDi2Cy5lKH6OL/w07X6MjDH5f11wIF+dmIYxv9hRuLE618Av/A7ySG8vRgsQmcX3d1dhC6UzxY8Rf0TMT8kzo/9E8Ds+RO5+c7P8vcbV/CPXzzEHb+W+fUNp5kP9/3Hw5RmlI5eLm+p5aDmGk55+C2OGR3j3i1xjn9kAzfPGcnpYwpNDMkMEnBUc4SvPrOFvYbXsHBKU9HxIZkxCd2wSPG/ZPHlKAqZbV+mkmEQ6zYf2PFoxCI8IqqlZc3mkeZcN21KDXGK5CGdVwjJpSRMk4vnqTuvoSqlEiV24h7LmU0Q9micHghYDg1WilUJ0pKKl1yD1nCUmC0NKyBSse210ZIGiLAtEuckZl5dkNUar/cbXhZZYZXmxjAPvr4TSYLrT9mX8z4wHsk5vswDdkRMY+m+I0rfbKzhzCVTMQwDqTPJH0+dxbThtVx2+0qe/N9rHL54Kqqe5X/3vs4/VmxifFOE337+ECZ95h+MaQjzhX+8zCF7NfHI2g5uWrGJcFDh7+ceyHy7LM7ugI2ETPDo7i4ZWyAGo7UgD152GCde+zgvvLSVH1y+BLmupk+EtYTQ28j1p4/aix/c8SqvdqbYp95blLpquDkdDBYRrjbS5bUNp+6dH5cLL19W5z8tbuNFVM+t2SGimk0SMGTH1Q+U6bsewp6I42rP7/e6Wi5TVUq2GnLktu5A1nfblttSDf597X1cMP0ycoUiXDWbdU2n+iVx1jpakDM/+wH+eNvZjB0/jLPO+DOP1dTz4j6TWLlgb9rmT4apzRy5VxM/PXwSq7vTHDbWJG9nv7y9ZFvxbJ6fr9tFh57ji49sKHa7ChLX1gubu2BTJ2ztcrXq0dW+dkhaWifWk6CuJ1GVq4E9Guf1flo2RZztZN0tEpdSguzUYsRDYXbWxNgUbSxZR8tmiKaSNCe7rWsQj4TZ3NjIzpqYFanrCprrd2th4pEw8ZqIVQdlf2CretZ1kQ3DV1epXx/V/uDqW1/knN+sIG/APz47n/OXTC2SuHJpLxGBrfCwkzqTVmTo0PH1zBwZ5azL7+Ujn/gLl3//Ps6+YQWHjonxxGs7OeHyezl8rybqtAArv76Ik/cbxeaOBL/97HwuPG5vFly5nGff2lV2f77gNudUprj0E3vVaaz4zhLyKZ3jzryFnStNYW77NdfSulUflwqr1rWtaYhwydF78b17V/nbWaUUpl330Q6f1833vp2o9hzaXSKEU0S1wruGYR5POlskcU43CL/zS+gmkRSWhGASuyGLLl945/NeQ9ij4at+rsyYgUbiBkoG7cS1d2cXrRvaeeLOFzji+Nl9x1YgcF6yF8ISSpZlvv/D47j+58u4+ITruPK/FxEZ2UJ7LMqY2ghN00dx5oY2bl/VzoGRAKNkib9u6CKpBQgX0giPd6YYVxvi9NkjuPrpLWzv1RnhulcHCjpzotg+FVL7dEbaSY692QAgKqfQjdIonBbIoeeL8iTYInYAuqGQloKkpWAfX1YoplvtqdJQLkOratYjCSeIUL6UUEdTZjpVODEAtKq1pjuEHCAeKI2cBNUswaxa0cy9WvSn/s2PVddLr+/gp/9+jc8tnsSVH5xmphDtQq3l0lgi0lPuAeeIrhw8opZXv3QwvYrME+t38fSGXfz3vPnMG1fP4r2auOK+1Xx58STagOkjokwfEWV0Q5gTf/IIAItntDC9YZCiVV5z9yq+t0e23NYrRKZr8nlu+sQcfvvkJo457zb+++uT2Wt8gzVMEDpdDfTxyb3gw/sw5YI7eHpnLwe21PTdhxNummr24xisujeBajxT/TYxOOfnJk3iB/b71k+zRTlPVrc0eqOP6zGEISL3boRbKtDNaNwL/fFrFWkzO7Fyvh6sCNxgbM8t8njihUfyz2vuQ3PEoftL4ATsES5Jkvj8RYeDJPHNpddyxX8vIjWyibgWZlhDN/OSOmdOHcZZ969hSlTl5Q9PJyzkJMJBnk9maa4JUitJzK7XWHzbSm47YhIzG0q7SklmzI5WMB8sDiFQLa2j5PNWUb6zey8esnmu2sSBtUCOVFZBCxQJXSqrkM4rpPVSopcOBolKuinya3NpcIP9XgkZOeKKRlzSiMkQD4at62U/16lA0KqLExZfghyKiF88FEbLZsgEAmWN2QeC/jQ1uBG6Xa3dfPcfr3Dzo+u57sx5fGzaMPcoTSUjdudD2v7wthNBUWNUSGXV5PIsGVfHkr2brfWm1AT540dmALA8b1j7PnzvZr53wnSOmTmc6Y1hasT9NRgEpZqOSfs4kQ70IEuSFuS8g8dhYHDhFQ9w559OAyp71NY0RLj21Nl88i8v8vylCwmrfbUTrXloQdNMXpBle6RpIN28g0X8/J5Tz3q1MmLEXuu66duJdZypVYFyx2vXmhvyV/WFodTq+xTVplmhL7GqRLT6E43rb9oUisfkdlxqNktTncZdW6/mkOPMaJyfNKoXiQvrGWuxQxTyf+7CRSxcNJXLl14LqzZYn8XrIpz4wWls+tx86mtUPv7oBgwtYLk+nDSylu09Ol9/chM/nNrIBePqOOm+tehemkwuX9xO0hHrShDrTpAMqeaimmlQ+/XRDcVKlwoy16WrFokLyTmatSQxVUcL5EqIHhTTqyXvKUFa1VriwXBhjEvEVlKIKxqbwg3EQ2EygYC1QOk/KEIsOJZN0ZKKW9fa3gRRDZwWWGKB0nPol8Ql01kuve4xtm3uZN22OIkCkUp2Jrjy5ufZ+8J/k87keO1Hx/Kxg8YVC7rFYoc9Fec3LSfSU05rKbdt2z9z2X+jInH5kVM4YGSU2lx+4GlBr/nat1stsXNup0AaTpg3hrVbTX2zVEi1onBOT1p76rxxRJQ3dvTwtfvXmFGgxhoYWWcuilzcZyrT/+iVGyodu5fkSEQtLv31Ik1liveLszHBScgiqklgK+3PmSp3G2tv1nJDfy2+3scYOmPvQhxV/wXu6/xlyXtqNltVVO7tQLVdq/2NwMmGQdCDlDqjl6Gw6kreKkXd7PBTYyZJEl/6ypE0RoKcd+Q1XH/vhcTGDzOlSUbWUQc8+PkF7HXVI6zo0VkQNdOWe9eqPBYNkcjmiQRkjjQMHmpL8Onlb3HT4RPNrrxe3YzGaYHil2I6C2EVtSsBwuvRhlhXgrpogrb6GJlCp2hc0UhLCmmCpPNBK42qyjlSmORNC+TQyKHKOavZQfzUDYVuQyUkFerZFI0YlLgztKq15j4CSp+6uZhRTMfGFc1su8Uk5OK62e/rVjVqadI5deaSapCYo1bbT5rT7TM3s3u/tljX3vka1975Wp/3T5o7imVfX8yMycP62iT12vY3GA8xN/kGP4r6Qpj17S42r0bLzEfqstcwqA0HrVKCPs4O6dJu41RYJVtjpo6vvXcVH14wjkUHjCumYHW5NLokIqZuKdZqzOK9jq/SGHuTgkA1GnJOOKNm4t70mkt/o35Dnqm7DUMRufcQRPF+NVIa1UblqoVfclZt12m56JuAn27UYDbrm8S5ReAAvNxRJEnivHMO5oyPzeUvV/6XWCLJ2G1tViejlM7x5f1G8OG73+TiFZvJiQdprUqkkG6VJIlb5o5kdVeKUx5Yy9ObuwqTsX2pi0jM1oKLaIGIWG4EyWIHX6w3QTCbNcmVIHEoFhlLZRXiBQmSWEEUuCmYKOlYBVClnCUWHMdMk7rZecWyZveq8FcVixNCqiQtB0gppfV74jqK6J3450B4ywobsmqhJXVrcYM9QlepOSKby3PXsjV892OmjMW1n5gLwL4jatn4tYXc9rF9mTGmrkjiOhJ9CZeQmPFaoPTh6hYlK6fB5Rb5cxvzdqMSealGJgNo7UoTq3EnG85uZRGpO3D+eOu9c3+7ApK6+U9RZ8J0KXDWMIo5i/mJf6gG4hPqjFS5yZqIOXjZbYnFXltWle9ppu99VY489ydSuzuiu+9z7FkhnCEMGsTDz0+Uzk6GBtMxQmAwauf8Ek4vEjuQKFwlknDe6X8ikdC56c7zXD+fOWMET79kdtLpqplejU1qBlo5/8CxLBpdx35/fZlzJ9QzLVZoKBASDD06YUXmvgVj+NOmLj60/C3uP3Yq+zUVvqg9VOHVrgSSkuuTPoz1JNjRUGfVxYmoWKtkbq8rbe6/LpRGzytocrY07SpnicqljQ26oViacm61cqFchuZchnhAszU4FPxWjVwfVwgo3ofieobyWWK5FGk5SDygEQqZETkhP+Lm9iCO2Q1O8mb51hY6Gr38U7004559bQdn/vQRy81I706Sv+qooq5ZRIXNu4oP+V6PB5nzfTdCUs7H8t2CSk0M0NdRwOfD//YVG1l86KS+myt3jwSKMY3j54wqdl6mMjC8SkuyaiJy9pQtVG5k8RLntcOu6dbR632undvw04hglz2KGqWfl9t2f3DpvQPfxvsEQ0TuXQq39KobqiF0sPtJXbVz8ItyUUi3KJwT/YnoBLNZEr1p3lrXxs7tcVK7eohG+3b3Pfr4OubtP554JMzqsSNNkduRUDemiTGrtzJ95TbOmjqMP6zt4MdzRrruqy6o8KVJjTSrAU5ftp5nJjaazg/lus/UPLR1mrUtNmQCAZp109LMakBQM7QHaugKqnSnVLrSIdL5bKFb1aybU+W+kiIlFl4uAsD2juaQkSOUK34utOacENd/pxYjlkla65ccpuN1iWq/w2bL2q4zUukCu9G8W2rWSQz/eN8qvvOX59nUbqayDQO+t2QKF80fWypO25HwJm/lINbxiDAB/SNwzjo6v7CnDu3rV5tOLEfinNZXwpDdC45miDue2cwff3q876mIFOpTPz2OBRffzYYdPd6aam41Ys45VkNi7ATILiVUicyJn25zKRwTLTHUUAC2dZXur79wkTrq8/lgyIUMSY5UjSEi9z5Bfzpd3QjVO0XuvKBms6Q8Upt+onD9JXACrTt7LDP5Rpk+fZtbt3Zx190ruePeCwhms2QCAbY0NqJlM8QjYbpqI8xMZ1nQXMOt6zv67szhyXr66CgPtyc4+paXuPGE6UweU2d+INJy9s4+2/ehVQ8UUglms4zt7iCYzdKthdEDAZr1HqJaijo1RCoTIJ5Uae/WiEV0opoOWVDVUtIlSFyIXNmOVS/EssXInuhIFT6rALFMkngwbEb5jFI7MEEQ7dfCTtzitUXy6kczzg6n/ZZTrsJCUufX/37NInHfXTKZr+47glBABj1XJDftiaIeoBvC/fybqoaI+SFaslR5nJeNkvP1QOrE7LCTB3ta1a0JIKKyuT1Ba1eKdWvaGD+6jkBD0XrLzeXDjjmzRgFw23NbMD45p69LhFuRfiH65XmPOD1W3dAfyRBnJM9RYydqZd0+87X9gaJcdG8Ig44hIvc+RrXROuhL7t4pYlepDrBSFK4/BM5tO+MnDuO+Ry6iZ8subr/zZXJqkFFj6pkytYXNm3Zx+km/N/c3LIqmmzIZYm6ZQID2WJT4+CaOnjqMS57ZjKEFSh8gyUwJmZMkid/MGs73VrVzyJ9fIJk3UBWZCbEQv/rwDA5ojLg+EFKFh42W1i3bKzEHPWB2sEYlnaZgAmogk5MRXw+pTIC6Gt1KtZZE4aogcaFcxupsTUsKKEWtOTcvXy2XMSNvhZK6kJGz6uviwTCxQJJMIEBdT6LPg9lLhkTVsyUWXeUgInNuadb7n9rArQ+tIVd4eB81uZFvzRllXq9MzvwpCJoXiXs7CJxzHTvBstdzDXanoJ+if/t9Wq4T0kninLCt++i6dsa11PDpb/8PgOuuWsoJx07vOz2HC4j4R+eas+Zx0f89x12v7OCEWTYFRyE74oakjprU+wrh2tcRciWDRW6cpM5O6MRn9vTwu4VUlbMgG4Inhojcuxh+06uV0B9CJ+CVBu0vwRuM5ov+kjgxzi5Ea/cF9aqpUxSZWDTE1y7/LzW1IaZMG8761TuJ1Re12la/uIm5+48jlkhaFlliP7HtnUTnjGLGvas5+7GN/HbuSAIilRYO9iECsiTxnWlNfG1KI5tSWSLREKPvfAMjWfjCFlEAQVgKhEREDIT/qh4MWKb1dqhyjqhWiMTZ3gNI5QPosmKLxpXOTRC0tBK00qJgS7Ha7gsv7TlxHzrvoVAuY25bUohlU+iBADtjpkNGrDdhKfdDMeLiFY3z6kT16+bw7Np2/vj4Buv1vSfO6DtosKNwg1ED5yRue4LUwyA+tJuiGuu391ivN61rBUwi5+XBa79HzvnYHC758/N8+HfPYPxyqfeO3FK9lQhnJfQ3NWlfz552tX9ux2DXsrnNZyDrRtQh/bgqMdS1+i6H0EKzL/2Fveu12u7XPvPaTd2wleZV6fjdSJyzc9X5u5/O1khE5U+3nEVLSy1TprXwp7U/4g8vfZebHvoS4YjKurWtrvsdu7MdMCNt93xqLtuSGQ58YC1Pt1bwPUxmCOk5psgSkXSWsCJxwIha80Ftr++JFKNKYol1FyNYLfE4Y7s7qMskac51oxsKel6hTtWpU3VCco46VUeTs2hylpiSBswGB4A0fR/CoVzGNcImIKJqISNnyqAENLMRQjFJZUoJknJYftk7Xe11dVo2Q1INknSRmnAjcV4yInbbJju8Olq/etocogUJiJfOmmtGUcsRN4FwsP+ROIFevbj0FwMhhW93U0UV5GjJ3s386pwDGDUswhEHjuOLnzzAdZxX40MuqnHesdMAeH17d+kctnWZXce7Ev40/lKZ4ni/0bj+kiAv3UE3EqcFTX08oZcnOl0HA4MpGD0E3xgicu9BuJG7wSB6uxte5M8vsexPZ2o1+nHlkAypHDB/AnfcehbJ9h6+PO87bH9uLfUH7MW9G67kqE99gHgkbEXjAFM6ozuBXheBSc3UHjKZ/1yzlC8fNpFj71tDtkxRvh31QYXR4SCPrXWpsUvo0JlA7UqUiN3GuhJW+jFYOLchI8coJU5TMEFTMGFqxxXEgePZEKl8gJCUsaRHQuSIGe4NC+Vgd5IAm/SIpJjELhi2RIShYOulRPtYc4m5i87VcrATMkOS+hA6N8LmfC+Xy3PQRXfx2qqdPPfqNrrTWRZPqGeWH1ungcKLvL1TZK4Sqon0uRG1ajxYHc4K3cksW9sT3HD5EvK1YVcfXjucgsFf/9SBABx1/VPmAOF4Ue287OP3BHJiJ2thFeojZup3KI35rscQkXsf4u0mduU03/zowfnah4/jcEbjXLtXC1IWghhUIgjOdaO1IX55zYl86tQ5/OHyOxnT0WE1OdgdC6Dg9BA1a2jidRHidRHaxzdzxkmzGFen8UBBnb78Ts0v4W9PbeSzD6xl58ZO8wFtf/AI3amCNpZF6NJ6CbEUiMoponKqKABccHGI6yrdec1anEhLiuXwkFaK7hEispaWA1ZkLS0HaQ3UFF8XGhpENM8Z0RMpWPFZuhC1AzOt6ga/Ir4ClRwcZFniqVVtzLzobg78mimN8I+CbpzvaNz7Abs7XVtBh+yzS6ay/9Qmlj+3CfCul3SDrgZoqtOYP7mRzZ0petJZswnEy+fViYGSonKRsXLuD5XWs3+eypiak50J83tBROmGukXftRgicu9yLGz68oC3sbsIXTmC5oe8+U3vyh7F6+WibV4kzu21ndy5LW7rfvjkOby5po2vf/rP/P0XDyFtM6NlqUCQbi1szaGrNsLOlnri0Uix8y0U4PLFkzj3iU3cuaHT/QAcKbqPj47x0RG1zL3lJb599xsse30nRs6h85TOFgmdniUVUkuIZSyTZEy2kzG5TiZn25motJvNDzak8gEz/WoUCZgQFhavhWOESJdCgcS51E0K8hbLpkocIewobqPv+oKcq5msFXmJ10as6Eu1ZK7kWB2pVkmSeOnqD3Hi/LEAHDAmxrDIHkDO7NE6t6UcBjMqpwWqI3HVOhG4CdU610/oBHN5rjptNlfc8BSZTGm02BmVE6/tFm2psMoNFy0E4P43+pZEVIRTxHhPhNOea8h14V2NISI3hLIYjHo5JwaLwFVDQCt1qVYTefOzbrQ2xEN3fIYli6aw7oUNnHvK73jkL08Q7OhidEeH1TkqdfWiBwN0FeQydDWAXhfhxONn8ruPzODDD65ju49oj1RogLht3ij0Hp3z73iNDbsKzQb21JNNLiHWnWBMazuxRJLRHR1Mad3BlM4dzNy1leltWxiT7ixxfADQ80VxYDvSCJeIoBWZ84IQBG7O9hLLJD39da3InqSYYsCF1Gson6UlFSeWLjZTCBKnBwPEayJ0Fcic8Nr0amKwuzdAMSpnd3ywPk/qzJrQwKcWTyYUkHlms4+IqR1+onbvBJy+rP0ld4NKCn0SITu5s93nR0xrZmJLLbfeuIJdXUkeW7GBdOE62slcrDtBU2uc2PZOc+lKoKsB9p7WwndO2oebn99a3SJ5aUAAACAASURBVBxtUa2UItMh/pmyuy5UOp5q4SVf4md/1aSJ3y4MCQFXjT2gZWkIg4VyEajMIPiwDqS7VcAPifO1nSrM7iulVAdC4sohFg1xyvH7cPLSmdx46wvcfcszPHLnS/zlqg+RSGZY1Zrg6I/+HysevZCaUUV/1FRYRQWO3mc4Syc2cND9azl3bB1fmdxIQJbK7nNBQ5gFDWE+PbmBe1JZ9F09qC21RfHQgicrmGSlqcMkI7oaIF4bKenWbU52Ew3plveqgPBkTSu29wwFnWI3KxLmv4l5LPkQe5NDuWYIc9vFh6SonxPrCS9W0egQzBYfVplAwGx+UINkAgFivQn0YIBYoVO3nB2XW/TOTuIE3twapyESZHs8XfYY3jGIjmcRjfMrKuyzJrMsqvUadXZcOs3andpxlcRobdv4zdkHcNA3/sfXf/kYAA//4aPM2NfUiuvTCCO6UAt/G/G6CF84ZTYTzvobn3fTk3MgqecIBWTkwvySeo7I5+4sGbPtdycxIhKsrC3nJGZif6mM9zmotC07vMjdnlDHN4R+YYjIvQewsOnLPLn9x2XHiDqtcnCSo1TA/b/i/ogLl0NV3rA+InADbWDwU1MjIkB+1pckibNOm8vHT57NqZ/5K0d/8hbWbuokVCAOb72xnYNjIfPh0pkwdXwLHZF//fRcai9/kK+/0cY9O3v57/wx1AYqB9KnRkM8rEicfctLzB5bR31M41NHTDZD8KGApRUsHmjxughqJkvSlm7Vshnm9mwkVJthvTyMeDZUeg4MBSTzZ3deK/FfFUjLwZLOVrsdVznrNlEHJ8ifKR5sCginlKB1z7TXRq35ivtVy2aseyBpj74UyJyRllxtuJwPd1fpknSWI6Y184NCyi6fN8xz6iIT847ATtZq1P43Q3gRMj9Rt8HUpnOSpirIxuQRUR64/Ai+ddsr3PnURuqjGpvWtjF5bH3JOF0NmA4IFGpVa82/hdiYBqLhIHo233c+EZXWVJaX17RxxD4jmHbZXdSGApzxgfFs7kiyvTPFcXNG8Z2T9uGB11u57OYXGHnOP1nx6xM5sDlidrL6OS577Vq1TRPVErPdLeI7JBK82zBE5N5H8CI4b3e0rj9p2nIETsL72KqNxvktjLaPs5O6cusHgwr/vO5Elj28hiXTW2iMafxp+Touv+J+7vzZ8ZBIFaVDtCCMaaAGmDGilte29/CWnuOu7T2cPiZWfnIFn9aJtSprVIXN2+L8/dUd3L+qlRvPPZBQRDUjD4LIONKOO2MxtGyGVKAgA0KQUUocVaohnguh5xXiugqYqvmanDXTrXLRdzVN0LwwNti7W11r4WxyI6F81orKxbIpy/FBDwRIKUH0gpCxkCuJpZPogYB1b4X1jOc9IeWNso0NJQTOPq4QtZndHEEpREaf3hJnQWOpDt87hnIRt/7ASch2V5erX/00MUb8jbiRTTvxS2eZNaGBZ1aZdW6zP/pnzj9lNlddeGhJ9DUejUBLkdzZ9QijWoC8iFTavV9DAdZu7+HIK5db641sCPONv79SfF2vMWevZubt3cJJiyYz9ZzbmH/+7fz54oV8Yu6oyilNl5TxoKCck8Tu1JgbInG7DUNEbgiu4rfgL/rljNoNZi1dpTmUi7x56cWVjBmklKpf8qelzRq1ExZNsYjEqcdMY2tbD4s+9Tf+cPYBfGh8XelKoQDPXn4E1y9byxgMLv3vqvJErrb4RaxIElftZ6rTp4IKH3poHX96aC3nnTDTivgBkNTR1GIHLUBcMwlSq2qStbZ8jdXgANCVDtGWCFuiwSE5ByqoUtCSJik5DCNXEo2DYppddJ86yV0olyGEadtlh70T1i5JouUyJdG4SvAkbBVEgSVJYvboGA+taufnT23k1lP2NSNf72RUrhKJc6Zb/awjMJCauWqjcvb0qpNo2NOnHe6dyiWm8hEV0lm2dhTvnzOXziixq3PCLiStJXU6enQURXad04Lx9Tz0nSM5/DsPUKMFOH3RZI7du4lDxtah5fLmOpkchAJMadB45jcnccB5/+S8657guF8eT4Of87E7yU8lAv1ORNCG6uP6hSEi9x6GV4G/m+QE9CU6fiJ1InIzmOgveYP+W29BdTIFfuAlOmpHOJXhGyfP4shJjXz8J8s5ZGoTnzxwDEv2H2OWlqWzhOvDXPKRfci2dvON+9bwWHuCDwxz2AXVln8oawGZw0bHOP/uNznu0ImMsRt9F0idltZpq4/REjfr5pJqkHhTmOZcNyiwNRczmx0KjQ9JvXh/dFOQKRH1cLaaOsAidm71caLmDYoR3a5g2PJftX+2U4uVeq8WfgpiF6PUfsx+r6uZ0saGch6qZRFROW3BOJ5ct4u/vbqTW08pP/xtQbkUqhuJE68HO4rXX3jVytVHzOshUpHCucRuL+bchiPS9ewPjuLWJzfSlc5y931vct7ssb6m1N3WQzqbI6gUQstOi650lsVTmzBuPrX4Xkcv5PK4IVaoiNBUhR1dKRo029+I37o1N3I7EJSLzg1F0N41GOpafY/goBGXWiQmrGfKEhrxeaVxdlcDP+4GA0W5LtRy+5fzRtljcVu3UkpVS+tll4rH4jHGjTioepZDJzfy0hXHcMiEBr52+0rO+NVTxQGhAIQCBGpCfHLeKP6wrYecYWAI2ZUKJA5gWyLDb17dQVNNkF2JwnkSJM5m4RXrTRSXRJIxPR006z3MSG4jKps1al3pEJmcTCYrW2QuqORNay85ZZG2bkOl21DNjlabM4PQmBOROHsUV3Qsh/LZEosvKLXsiitmJM5OCrVc8Z8K0fAgpF4AumojtDXGyClyaRdrJeImYItinnXkVIZHC4Xxb7fTQX/gRfTsDRF5Y2ACw7sDwsMUih2WVhNAhX80C4Ru3vBafnL6fhw1eyTPrWr19fcL8ObmLvYeETVfNETQ68ylBAndJG9icULcM+ks69e2AfDZ42cwbUKDd2eucF7wo+02mI4MlZwqhrDHYojIvcfQn4iUk9hVIkXlUMlVoj+OE9WmUMU6XuRvMFKq5Yid/bVdn8qLxAk01Kh8/vDJPHHZIl5cv4u/P7Wx+CAIm1ICp+07god29hK4exU3+pW/CAe59JktfGbeaFqvOoZ9xzjStwVduVhXgqaOOLGeoutDSzxOS6+5RCWdVFYhkzMJXDCQt8icFixEzWzpV1XKkTaC6IYpTSL05QBXTbmSc1joTq3LmLVv8ZBJyFpScZr1HmK5FHGlYO1VkCUR6NbCdGthMoGAdV/ZNf+yAaW0Q7WSv2pYLS6CVA+r5ffnLwDglR0FK6c9odnBDZXI2e4kb/2VMxGF/cIOy+kdWqm+y76dAo6cNZLnV7XyzMulkiJef8ebt8UZ21D4RyBt+/t1u1/s5MeuI1ew6Fq1rp1jfvQwAEunDkPqTJaOtS8NEevv3XU/fo57CO8rDKVWh+AJO0nySseCv1q6cuhvpM+PU0OfdXaT1Ijbf/lehu199MkcCKsKN356Hkuve5Kli6cQFmQuFCCqKuwqRChiPrpXBRLZPLNG1NresM03FLCiUjEKIrp10FZfMKRPJEmqQZpz3bRoMdJ5haBipo8yOXMOIbkQhctrqIpZI5dGISqnii4QEsQVWzpUUsxGBpKutZX2lKqop7OPE52trYEaYrmU57HbRYMBlFy+77kv0/xRkoINF4WGj5g7hsP3aqI3455Ke9fCmXJ1Ej1nOtavvEmlCJqToIkU6yDpnNXXqNzw+UM48+K7OGLBeE5ZOpP5h05xHaslda799+sY+XxxbmB1t/aBXSqkIWJGEYXgbkRlbCTIKXNG8o8XtjFZlYvHJMZDMfIohLvt5PD9QNaG6uP6jaGI3HsI+437RtnP3VKl/Umfeo3t73YGCgljQCRusGvjwJ2k2UVmS+Dy3oETG5kxMso9r+4ovhlWGTGtheHhIBeMr+fEkVFfaVWASVGVV9bvgoTO9p3dfPVvLxVTs2n3SKE4p/Zzq0o5mrUkY6PdDK9JEFTyFqkD0/mhO6+RRiGESeia5F4zOodCHI24ZC6tSpRWNUpXMOza7Sw6U53v2RHKFYSFsylrO2KJa+E+9ZtaWkfJF+db4rMpom6O953X0ormhVU2dyYZ4fMa7FGoUYuLG/w6Qww2nBEnLx/WalN/BWeTE/YbycqfHcehkxr45CV3kWnv7jNU1bN0t/XwxOo2zls4sc82rEXAHk2DIgmzIZzNcetZ89h5xVG0REtlfEq2b0/TilStV2RuT0uDDkRMeggDwlBE7j2GwSBG9m2IhoewnnGNylVrg+UHftPDFRsfdlP0rRqUE6CthKkttby0po3jDhpfHD+qnl8fO5VP3/UGZ3XGOKASiSjYeJ01dRiL7lnNPRs6eXan+YA475AJTBxTZ3X3icic2OLw9k52DKsnHglb90E8F2J0sAswo29dQXN02pIkAT2gEFIzxKRUUcyXDGmCdBtqiXBwq1SD2KFXZM6OlM3yC7AaIgR2asWO3rSk0Kz3EFWTBLNqn2YHJ+ykzW2cUzB45aqddCczzKymYSCZ8ee5ak/TOrth30nPVq9onPjd61wMlv+qiNC5dVR6pVztnaxAixbgc0dMYeWGTi7+9r3c8NMTrA5WEVn/7p+e4YtHTObMg8ez3LkPAbEvn9EyOZWhWZGseb68JU42n2fu1ObiPCvpybnV4b1TcIqT726P3SF4YigiNwTfqNQcMZBt+mm+sMOtecHNA7US+hONc9a9uS3QDxIXCpQ8FI6bNYKHntsMlJKII0/Yh8sPGsvhT24m5dEhRzhY8kU7syHMKx+ezsenNVnvHX3dEyTjKc+Hh6pnGd7eSSyRNJdsiknBDmKkiJGiSe6lWUv2WU90tQIlTQ4hMkQlHVXKESNFs9FLs1H6YHKLwqUUU8+uKximVa2lVa0lHijWxwlP17Ri1uGJpVWJskIbz+tNo9nS2Fii9+d2bZwuDk7iZid5qp7lG797mi/OGWVqylVTH+c1NpkpLuXGe43zi4F0qvrpjnWDiNb4idi43Y9aEBprzDSkXQqksca//ZVj29ecO58X17Sx4qm3SneV1Hl2fQcnzR1deVv2fXqlXT0w+6qHmffjR/n5PW9i+Gm4EdvfUyJwdohrIZb3Qyp4D8IQhR5CWbhpzPkhW0k1aI1zi+RV2obfaF44rSP7tBYajBSqn0jagFGINix7s41mt4djfYRzzp7PX99o5V+b45w6vr7vGBeMiAT50tRhnDOzBU2R+eSydUz99gN8c9FEzl0yFVk8DMNqCRlV9SzxaISZQHOsm9awmRJNS0FiSppWzIJwLZBDdamVA5PEATTnuk23B0khlM8UHBtMpDwaIER9XFoOWBE+0bUqIN43/V5N8tieq2FnKkK3ppGOKkRTSfMe6MTV2QEoprltkUk71De2QUeCZes7eGlLF7ceM7V/hGqwGiPEdqqJ0g00XSoib7sz7eqsDbOL4trryyJqsSatGvP3dJZQWOXgmSM47ov/4pKz5/PVcw8i353inofX8uTqdt7Y3s3CvZoqbwuKJKs+Unxtd28Qx2EjYTecOosbn97ERbev5KLbV3Lf5xawZJyjEcm+zrYuf3N5OyGOq7HG/Glv+LC/HsJuxRCRe49h5qRvs3Ldd6taxyt6Zbc3ciNW5XTm7EStksSJH1SKsO2OOrfBQn/IX7ck8fMH1vDpJVNLSYf4WR/hC/PHcsUjb3H8qCiqIlf0YRWoCZpE5y9HTObZzhRfeHAtv3tuK5+ZP4bTFk2moSBJIvxHtaRuiQVHU0m0bIZ0fdCMiuXMep9UJkBIzqGqRSHg9lyN9XtUTtEk9ZqNDnlccwH2dKkXhEiwndC1GeZ+VHJW12xrthZNztKiJdiZivB6eATNdT0M39VFvuCdKc5ryfkVTQ/lOll7db734Dp+8IEJaAHZFH19v6FSA8RgoZwXqx31NlkQJ5nzWiepW+ZxV/9+BW++tp2nVu4gX4hyz3Z2d1eaX1hFVwNMPfOv7D2mnt9/Yj/GFv4k9WyermSGZlt93DmHjOecQ8azrSvFvlcu56jrn+LPH9vXdH1w24/A7nRf6A/spK3cNSqHoUaHAWEotfoehZ9UY6UUZCXyNJB6vEqNDn7TpGomi2QMgtm3DdVowA0YHimVFzfsAmD+rJGekaPjj92b+hqV/e5bS/Bvr9Lqt9DY9hDev17j0dNn8/y2bj73r9eZ9LX/mdGNpG7Jkqh6llh3gjE72hi7s51YIml2jKLQHOhhbKSbulCarnSI1lSpXVUqb5Kz7rxGHK0k1SrkQwREejQtKRZJiyuamUotCATbETJyhIwcUUknbQRpz9XQndfozmvElDSqZOrajQl3E8+F2Kw1sLl5GHlZLqr720icvYnBE401rO9M8WpbL6fs3bTnSI7sKfOohP7UUXkV9IuaMtF4IKJiTjkPNxTGfu+MOVx2yixu+MIhnLFgHJedMIP2Hp1zF05g/qiouQ/DKGrYicUDqp6lLhxk3fZuvnLLSwAsW9VG6KL/0PL1+7j6wbV95jWyTqP1yqMBOPNvr7hu10JELaaZ32nYMyHOSNwgdRoPwR+GInLvQXgRn/4U/zvXSTpsbap1gxhog8I7FXnzS+LKeXhWg+vuWw1A684ez/0rYxq4/dKFTL30HgAe2N7DaRP8pVntCMgSb3xmHnv/4TnOmj/GfNPelRdWiXUlLFmSYEGwd05yM2k5QKsaJRqJ8Vq+mVQmQCthmrUkmpxFk7OmZZeUQTf6pkTjikZaDhLKZ6yfljwJQcvWy9KfC5g/7b6tgCVWbEmdACEpYzVVaLJCXNLYFG2kUZat4na3jtSy1zqhc+/6Dj40uRFVkYE9KBrXnzTrYMBvNG6wGx6g2PjQmehXdGpsrcqVZ+1PvL2HVzZ28rGfPcoZh4znt5+Y64+MOGrBEqks3YkMPzn/ID5/zSO8uLmLWaNjfP9D02hpjHDyvNHFRg3bcWztMu/fD85oqWyNJcjknhCNK4dyrhR7+tzfZRgicu9BTJr+Q9a9Xl6KBLyN38shnNb7kLlK2N3kTTKMsmrtbp6K1WC3kTi38QXbrMdXmSrwv7zrNXp70nz/UwegiHkIkhVWiY6s4/Apw9hXVTh+SiMElb7bLIfCQ3/asAgvnjWHw259ha8dNZWW8Y199iVQ15Ng+rYtxCOm8G6rGiUq6YyNdLMpESWVCaCrNmFgpUDMjCBpqZRkpFEISTlQNDNlSvHhKcidE3FJI2aYDz6zLk6xdOtCUoa0UVxHNxTrdbeh0qpGqQ3k0YMB654RLg/xaAQtrfepDyxBKsNDG7vMc/1uiYK90xjMbkY7uepPHVaBTPz72U3878VtnH/0Xuxz0d3U16jMnTKM7X85jeGaUlrfVm5bNmcUgJ/fuZKJI2Mcf/AE2rd08vE/v8CjFx7MN4/ZqzQ6aCdzwLfufRmAU+eZadXVPTo7utN8YGS0ZN4W9hQiJObRWFP8vRzJtNfSiQzCULfrgDGUWn0fwU6InORIzWRLlnIol+60p0zLOSv47S71mku1dll+Lbacnw00neq5fgXSt+7nxwEwuaWWfzyxgdOufIhNPY51CvZFD6zt4PTJDVbtW0V4RFBmt9RyzIR6zrnxeR5/dhN6PFXUmrMdj+Zx3VQpR0jOoQWzdOkqcV2lNRUmnguVkCmxbM3F0A3Feh1Hs9wf7ClYgVA+YzZIGKmSz8U2SsZKpSRLuEy0SjVkZYV4TYRUSC3Ri9ODAXYMq6etMeYZmcv3pFm2sZPF46qPfL5tqKajdaAdsG8nnCnWCmnOEkRUemWZr//tJaSP38rpP3+c6+9dRWtXiulj6/nDVxdzz9VLaRjuQZzcEAqYtl2FlPzv//cm3/jzc0hB0wLu3ONn0lCj8uzGzr7H4djHbz8xh8YalSmjTWuuax59i0N//gQru9J7LolzQvjclpufEEmGIoEbqo8bMCoSOUmSxkqStEySpNclSVopSdKFjs8vkSTJkCSpqfBaliTpz5IkPSFJ0szCe4sKY5ba1rtbkqRFg3w8Q/CAIER+iJrfceVI2ED17Lz275e8VYLbNgZju54o1JxZixcKETA1oPCviz7A6u3drNnRw3+e28LCr/yHN7Z09Rk7pV7jzXSuvMCrG1xScH88di/2aQjzgWseJ3T+vzj754+VpFmdUUe7VIhuKGiBHKlMgFQmQFc6ZKZaC2QOzKicqGNL5QNmlK6w6IYpGNyqRGlVon3SsAL2dGu6UK5uj8KBSdyapF6ikm76vxaIXXuuhgwyO2MxKwpt1QH2JEy5lZ6EuwhwZ4JXNnbSqAUZU4WrxjuGcgTN7TOf3d9VYXdEW9xEg8sRugIR6k5laOtO84dzDmTlj44le9NHWTS1ideuOoYTJzegdiVQuxLFDthyRfuRoni0qps1pUtnjSASUnjo6U387ubn2Njay7Z4Cl2W+27LQUoDikz7z4/joMnDAPjZR2cBsM8Vy/v8M7XHwX4s5UicGGfXwhuKxg0K/HwbZYGLDcOYDiwAPidJ0gwwSR6wBNhoG38UsAL4CHCx7f3NQOV83xAGHQOpKxsImat2fLmI4GAROLdtem17t0XjnHBTiwdOmNHCtqs/yLWnziKh5/jkgnF84Bv/48e3v0padErWR/jwzOFc9/IOdFVhv7+9wuef2UK7LLFyV5LWKiMtkaDCDxdO4EuFFM8fn91CJp6yGh8EYj0Jqxs5lM/QbahWY4PwXRX2XalMAD1vpj1F3VoqH0CTs+iGYi2CzIkIXZpi40NaUkrSrCEjZ5E46BuBC7nUroWkDFE5RYYAreGoVSKgJXXTZ7Y1TqwrQawrgZbUrUiLXU/u6c1xDh4dreqcvuOwR93eLdG3SvBqfnBrSCgQiBGqwg2n78enDxzDuEgQJZUtdVHYlejrcqIFQXIK3xbEhZO6Sfw6TT/V4YZB9y+O53dnH8Alv36Svc65jRmj61BkqtZV04IKz3xjMQBLrntqz3NxcMLuRDGEtx0ViZxhGNsMw3i+8Hs38DoglBKvAS4F7P8yKJgCA3nA/hfwEtAlSdKSQZj3ECpg0vQfDtq2nGlXJ9HykyItN6Zc9G93ELjdgbL1cT4icH1Q+MJWZIkvHjGF3LXH8Z2jpvDkRYfwyBs72fcr/+WeFRshqfPFj8wkbhiM/NUKXtrZy4ZEhoW3v0YqZ/C9F7eXmZf3A/2aIyaz6fwDOWZiAwu+9yCvvLKtpIsVINabYOLOnczctZXpuZ0slNYxO7TVbHQIZi3rLkHsAKvxQXSVimaEVD5gkTlrQejCFQlbWg5ahM5eTycifSIyV1zXJIliX6qUQyFPPKC5Nua4CTtbCAV4q0dnUp17pLBf8NJieyfdG6pFOT25/lg2+SU9lchNuUidvWHAXttlT/3Z4dYFu8skcPbxsixx9uLJnH/EFPRsnrtf2MoHf/Ekd69qq5rM7V/wRn5wVRv/e7Ot5DPDMLjrtZ107kmkfE8lme8DVJUfkCRpAjAHWCFJ0vHAFsMwXnIM+x9wGHAX8DPHZz8AvtmvmQ5hj4eX5EmlKJwdfmvZdjeqaXAo6xJQDm4kzu3BlMogFzTiptaq3H3mHK49bhqfvfF5fnHby2gtUZb94GiuOmEGnzt0AndddSwf3LsZTZE4ZaJLLZf9wVvmQTAmGuK/J8/kgtkjOPwnj/Czm5/H2NVrRa2aOuIMb+9kWLybKZ07iGVMlwdNzlq1cl4Q0TERodPzikXmBHTDbGQQ9XNudXOAFckTi1i321BNYWLJvbM0Hgn3bYSpkP7e0Jlk/GASOa9U+Dv1gN4d+62GzDkFZgcK0RnqRuoGQjwq1Ob9+PTZTBsZ5cSDxzNlVIyb7n3T/MCLzNndKWxjfnj0VK45bhr7jqwtGf70pi5OuPEFlq/r6P8x7AkYqo8bFEh+8++SJNUCDwM/BO4FlgFHGYbRJUnSW8D+hmG0eay7CLjEMIzjJEl6GJPMfRW42jCM5S7jjWXLllV/NO9x9PT0UFtbW3lgAZnklopjvDTYDGc6oZ9j/O6v0mflkMxGCAd8dJn5hOz3b6JMTZF1LHmHhZaHo1afcQLOudj2qWfzrG5LUBMKML65Bkkxr4ehKEjpDO1GlPjObUx082O1iwf7EBLWcwZrdiWpiwQZPawGAjJ5RSYvSWQDCllZJifL6HKAHBJJQyVnSOQNCVkyUCSDgJRHwsBAQrGdiBwyOUMqTMVAAiQM5EKg31zLXEcqvGcgWe/nDPOnhGGtLyC2I8ZKGIR78sRrgoSkLLW5FLWpNFLe6HvNZPP/XHGfS7kcqzbHGREJEgu+zTVy9mu0O2rZgJ6aYdT2tvu6Hzzhta7b+3mj+L74KUnmec/nQdjP2cdVs1/x/WT/G7K/Zz+P9vUd32s9Sh21OYergmH0TbmCdc8AdCczbOpIML65hg2tvcwYXRAYdv6ty7IZUhHr5vOQzfedow2pTJ7NXSkmNYatf/LebvSoDdTquwa2keFTB2cyexCqfU57YfHixRiG4evi+iJykiQFgbuB/xmG8TNJkvYFHgTE03MMsBU40DCMPrkcB5E7CvgyZu2dJ5Hb4ws83wEsX76cRYsW+R6/+eWvlrzuT4RroNIdflBpXsJhQPzuxLOdBzKr5flBmYtXJK0aaZGSbdjX80qjgnfNT4UxCT3HKTe/iCxJXHPGHKZMayE+oh4tqfNY9wIu+PQF/PKwCSwZFild0RkJ8pHK65Ak9v/dM/zolH055fh90NUA8boI8doIyZBKeyzKpmgjm0P1PNI9wXYYAepCaWKqjiZnicqpkihZd77oECF056JyykqJipSrFb0rvBbr6HkzCifswTS50DAi5WiSzbode3Ru7sO9XL/XVGa2tDNf3sDCDW8ydd1Wc51C4bpQ6RfviS7W2efcxnWHTeDQpv9n77zj2yjvP/5+tCXb8nYcx9l7kMSMBBIy2QECYaZh5pB/QgAAIABJREFUpBCgoU1Z/ZFQUgirZbUEKKWlZZVR9oYGCJAEmhAgkATIXmQ7thPb8tDW/f64O/kkS7Zky7FN7v16+WXpdPfo9OhO97nvjJrPtiTed5Ni69nS42Yy8Zt/t96tm0zCjc3UUORWizb7UWvRayo4vji74bHWXRre1txQMsQbiHSjqlawGAkOS7OmMLHqv81/lihrWygkkXX1G/TKdTC0yMlL14yKv08AVhPVlfVQ7ydT1YP1Pmq9ARyZimDrQO7LpT3PZ+LON1o3yM/QIpfsdToeQoiEhVwiWasCeArYIEnSQwCSJP0gSVKBJEm9JEnqhZzIcHQsEReNJEkfA9nAiER2UKflFA+/P/y4pW7Kw5lkECs2Kd7jaGLGNNFMzFOi+9tSEdcaEnQDOSxG3rhgGMd2Sef4Py5h3r++JqOqjj3d8ghZzVw3tifTP9rKQ5sPNv1+CYiCHIeZ1y4cxq9fWM13q/fImZ6KizWzth5zICA3sMfMkPRy8m1uujtq6J5RgzdklLNXAw0tinySMVzAVxVfasKE1kWqRc14dQWt+ELGsIhT0Y5jFf5wbTpVHAIYhUT3rBryTbXk+2rZm5ODK1MWZj6LKSziPNEdHtw+vP4gufbDmGnXlKhqizi6VIxZ50u8D6sq4tT4NPVPbX3lsCSW2ajtZXqoLrYrVV1HG9emdWXGylJ1WGRLWZTLMyZR56jBIPjqrlO47/xhPH7JSHlhLJesup03wKV/XUHW9e/x3Fe7w+8/dOEKBt6zpPH+6ugoJOIfGAtcBkwWQqxR/qa08n3/iGzF0+kkpCJuLdb28URWU4KuKWKWjYjzftr3iCf0DouIi1VOoanXI9YNYDMbWTCpD1uuO4G3V+3ho8WbcNbWEzIY+PWMElZdfwJ/Wb2PNQdb734+psjJP88byhn3L2Xj+lK5rpxb/l7tPj/d3ZUMce+nT+gg3czV5BrryDfVkmnx4fGbwlYzVcRFC7VYhBMYlFg4FXUslWhRp1r9vJixEoywAhbY6skQPmxBea73dMnDlenAY7c0/M+Q/4ePIW+AAzVeurRVX9GWkEoxd7hddKpAa6r2mNqOymZqWtCpmaTxYtfU17XvE6uVV3SsmtUEJoPcy9Vqal5IRX2Owd0ymTK6B9lpMcSi9rGyb3++8ChGFGcy84U1TPvXNwD84bT+bC2v44d9rob1dTGno6HZWx1Jkv5HZPZprHV6NfP6UmCp5vm7zY2pkzqaEl+q+IhXADVaCMUaL5b7NVw132pJuHdpLNHUyCqSANrPlMz6LaHJbRMRgc25SpJwpWTbzTx4aj9mP/cd204aAGYgy0Hv4d3olmWnVq191hIhEr4QmZg2rAv7a7xc+fiXfHHXKVhy0nFW11NMhWyVc9ixpftxmj2UWzIoF2lYDEG6Z8hWMJBFmWqdC4s7RYj5DEobLtH4oqy6VsPPDcHwdp6AEYvBFG4NBjTUmcOIEw8Y5BT7WAkQ2uPYY7VQkeUMP3dW1+Nzeaj1BcmOFx91OGirNlypHk97jKnWOe0yrShr6hhXxZQWVaxprWpNCbjmiBZF2vezW5CCMb7rRIr0Ru93dD/SGAwszGDNgpNYvGYfASVGcNakvlzz8vcMv3cZ0l/Pjrtth0VrddXO08/Qrdpe6NX4fuYUD7+fim9ujPt6U7Fn6vLmBJHN64u4CGqFW6L12eJZvqKXJyPsEtn3pmjKGtes+Ivetqn4OC3JNJuOkQ04tXsmvzcZ+W7NXsSxcpzp4hU/sbmijqPz05Jv4RXrPW0mZo/uzitrS7nxmW956FejsaTbcFbLhXRdGQ78JhMeo5l+dWU4bU6cZqWlllISxCuZcZq8YWGmulS1RBf5TQRfyBiOs4OGEiUN/4OYCJFnqKNGsrAuvSsAp7nWRYxj8/owBwJUpzvCx7BAFoEd6g5ULQJd52vf+nCqSEvEparGxTWFevHXtsBSC/Vq14mDZDXxvy0HeW3tfjbsc3Gw1kfXLBu989MZ3iOTdKuJzaU1jOiby0lHFbKv0o3bG8RmMTK4ODNiLBEMgs8XeQ6rcXbafVHdwerrIO+729fwPMEbs1NGFjU80Qi/dftrGKpt29WBYuaaROv61kk5upDTaVaUJGKpS9TlmogVTl0vpjXQ7UtazLWEpvbrsNHI5ZrYe5/eM4v3l21n0vAA9zz+Of/6chevnt4fR2tEXJ2v4WLtCWAA3rp8JNNf+YEL7l3C67+fhCW9oSxHrqsGcyCA3efH4gzgtLrZZs/DS0Psm5r0IAs5OctL63pNlLCL1URYHKrWPGdQEZDh2nNBTBjJD9ZjNdoo9laR6XeTV+UK91lVv3ttkgOA2WTAahTUB0KJt0NrDYlYyaKtXS0Vc60RgVpLWzxrr8aiG2GhgfjN1D3+xjdAMW50ymq8fLq9ku0Vdew8WM+uQ/Ws21+D027m0pP7c8rEfqTnp1N2sJ5dPx1kxY5DeHxBDlS6+eM767GajRTlOLBbjew76OaKSX2YfWp/bGYjNrMXYnVji3VjFi0s1d8pVczFWicBYSNsJv58+dH833PfMexPS/lg9iimDO0SOV5HFkgduZDxzwRdyOm0iGTdl9EkUnuttRY1lXhu49bsW0ziWfCaKfqbMpSL+lUjChn3n7UUnH2ID348wJcXDKMoVgmSFo6vXpRzDAbev6yEqf/+jqse/h9P3nAilnQbHruFzNp6Mmvrw+5Jp9eN1RYE0SDi8oScUeoSsgC0GII4jd4IC502eUH72BcyYjEEI6xvPoM8boaQ91MVjSrOoAdr0I9JyiDfV4vT4KFPZRldKqtx1kTGD2pjJn0WE7h9ePxBBBBoo/IfEcQTcfGWq0I7niDTWspSHeMXPbZW9GvfL8cRmaUJzVugowv2KgSCIRatL+Ppr/ewZHMFk0cUMaCbk6NKijkn207/bk66DC7EbzWHvQX9kQO+tQQqa2WBrvzO1Gwr595nv+HE2z4mGJLw+kPcd/9YvvlqHTMn9iXLYcbS0u9fa8VLxEKnfF5RBb+bOoQbx/bE+Ku3mPvOhrCQ21Bagz8oMbxbQxhApxBNeoxfStGF3BFMKqxL0VaLpoRXc1mnTY3f2n1MlBaJuJZ0bmhDBuc6WD5jBFudVpZfMgKDNp4rFe43zYXaEgjxxmUjmfbiWk6/YzHvzD8JJ/I8ujId4Z67GR431gw/+YYG8ZYfkB9bjUF8JmMjV6rT6AUarHNaMRcLbacI1ZXqNZjDhYStQT+ZfjdBKY0QYA3JFkNnbX1sC6xShkT9/l/8dCsTumeSGR371Ba0JBauziev7/ZHiqlE3J2tiZHTvk+0iNO6UaOD+5trsA6NhN7mslqe+nIXz32zhz4FGVx5xiAee+BspC6y2czm9bFt1S7W7nVhLK3FaBAE7WaMBgNmk4F+3bPIKcoMiztTdjoS4FHGz+ibz59vO5U/K88rKt0s3Wdk7vOrmfv8agDemTeBqcO7Nj8vyvETgSrmtL8LHn/s8ivax94ABoNgz90nU6OxzC/47yZeW72f43pkMbRrOjNHd2di/7yOL+bmvNvee/CzQhdyRwB5xy3Etfy3bTZ+dHZpshawZEnWvardLllalcyQrIhrzjphMyXsXh2Y62C/xRgp4iB1Qe0a61xaCBbNPJqr3t7AzIc+5/VbJ2NBThDwKPXlVIo9ldiC/nBsmko4w1Qy4wmZcBq9WIUfr2SWe7Nqfqq0Ys4TMoEhdvICEBZxqmgMjxH04zE2novw961+t+rF2Btg6fZDnNMvt/m5aSmqCNMS/Tz6+9O+rhVx8UjUGhdrPe3xp7XOxsomjSfgIDERp403Q25Jdd/irSxcuoNfTu7Lh3+ZSu9BXTQZxT5q63w88MQKnv9wI6P75xEMSeG/QFDCHwyxbk81D8+bxBmnDgqPHZ2spb1xdHbJoIchi9I3ZzLxurfZut/FOfcvI/jqJXJdN28Ajy/IorX7SbMasVuMjBtUEP/cb+mNnTJX3bLsDVZKh4U/nT2YAzVefthXwze7qshNs8hCrjPFz+m0Gl3I6aScwxFHFk/MtUSsxeOwirhOjtEg+PvZA+n74P9Yvf0QJUML5Xgzr49cV01YzDm9bjI8bpz27IjtrQSxiiBeySy3+FJi3KzCL5cpUVypai04sIXdr7HEnLY/q1UKYlXKjHiMZoxC4DeacZnt4XXUYyn8navHlqZdV16ahcqWfq/RIi2eaIu1PHqdlrwWS5jFE/VpFtkNqkV1ie6pBLWMjSriomPeolEtTrHEW1PFfjVZqfPf28h/N5Sz5m/TSO+Th89iQh3J4guwf3sFZ93yX0b3zubbe06jKNseMdTSLRUsWr2PPYfqWbOpPELIRexOVJa9x2pBEgJjcTZv/ekMLlzwMcU5dhZvLCdNyN1VKmu9XPDw/8LbXH5iL359Sn9G98tt7EqNRyJJTjHmr19+GsuuH8tba/dz3pOrqPVqbmgcFr7+qZKHFm9lfJ9spg4uoDgrhe3ldDoMupDT6fCkKvEhmfeLy+EUcLHuqsO1tzqeULSZjdw0qQ8L313Pc31ywG7BWV2PK92Bs96NNSuILeCX3ZkBDy6TfFEpF5F9NbUuUvW5J2DEafM2ek9t7TiLUa0bFxkbZyWINRQI14wLShLq6GVOJ3lVcn2umN+7JlB9bM8snvlyF/OGFyYxKwrNibiI92zm9eaIFm3JijhosIhFJx9EH3eJHofJZGNrcVjYUVHPv1bu5vtnL8bcPQcfkd/VS899zR9eWsuC84Yy58ReDfuvELCamHTHJ+Q5bTx9yyROHNs7/P3/sLmMnoO6YtEkr2gtdD6zCUkIXOkO0kf04KMXLuG5V1bzp9d/wB8IYTEbWLejkkyHmXOOKybXYWbhos0897+feOvGEzn3WKVcqjcgizmtoKusT65sSgwLWzAk8ZtXf+CJ5TsBeOT8oREC+OudVbzyfSmvfF/Kb97ewLqbxjKkS+vbR+l0LHQhp/OzIV58W8pcvckmMzRFom6PTuYiGVyYzidbG7pIWHwB8g65sPgD9HMcwGMyY7bI82WVgniF3OheTXywGoJ4MYbbc6m135wWa1z3KciCzmdo2E6LNdRwsbQEArjV5UE/PpMJn9mEs0YTJxfnez5uQB43vrcx2Sk5PLRW/EXjCUSKtGjBphWH0a8lk0nZVJFfZZw6ARl2M46CDDw1Hv7wwGfsKq1h834Xrno/hRlWPr95HIO7OmMOY/IG2PyXM7nsH19x9QNLyE5fQZrDwjkn9+f2x1fwu8uO4Zbfjguv//2mMob2y8PvsGHxy5/NrYq77AwunTWGqy49Nry+xRfgp01lLHxpNf/+4ieunNyXV5fvZNrC//Hc7NFcNq53w86oNwZNiTjt59e2E4sxN29/v58nlu/k+om9efDUfpj9kcf+nAm9mTOhN/W+AK9+t59+3bPgcGbe6xwWdCF3hOAc+9eIODn1ouWxW5q1bDXnroy3baxxo8dKtmNDo7Inbh8iJDWZpNAqEdcWiQzJCrOOIuaii7xqS0oohPuba753m9uHz2Ii11WD32TC5bCT6XdTjZyUkGeNvEhZCeJTrGpWSXa5qokP0QkR2mLCroAVjyEyvs6qJlcoblRLIIBQ+jh7jWYs7prwPob7rMahKNPGHpeXT3dXc1L3zLjrpYRkhVmyIq41hYVjWfiU+oJhWnu8OiyUujw8s3I3H2+uYEdZLYFDdbz9zo9s3nGIW88YSHG2HbvFSK9cBwaDQJIkvIEQthilYfoXZvDlgpPYU+uj1hNgf6Wb+99ex6WT+vLi++t57cONBEMSvkCI8moPvzipH/f/ZRp+i5mQQWBX3K2qsIuOqys6qohHBhYwf+chHnpuFWk2E3W+AJf/4yuueWoVtU+fj1H9vfAGmhZxsXrCRs2NOr9n9s7mwG0TKSjIaDznmucOh4VfHt9dfqJZze0PUu0JUJhh5bChFwJOObqQO8JRBVBrYsu0ojB6LO3jVLhBE8liTVmMXgrj7dqcRHtbJkpzQfHRrysWgiGF6Xz9UxWbtpYzsF8+0FDKI7O2Hp9ZiWszmcnETbXZjjPowRmQu0CopUhAFnTyfz8ZBk84e1VNiNCidnhQLXMqNZIFq9EWEScnKQkg6vO4qO4wBXOafLE7+e0NBOeMbpxIkgyJCLVYIiuVVrfo8VPVoisFNx13/HcTdy7aHH4+c2IfjrnyVarqfbx+5bGc3C+nYWVfAMlq4ty/reSDH0rplmXj8UtGcmZUZqmwmekuBGRYGZyfxuS5E8Bqwl/nY8+hesxGAxaTAYNBcPr9S5l/3ev85rrxmOyDcdbWx4yf0+KzmCjomcN9t53KSZ9u5uoHlgJgMxs45d6lvPK78eTHipWLLnKs7VwRHRcXVbZDrnVnTK5DjMPCp5vKKciw8saa/dy5aDO3Te7D6QPzGNMrO/4YOh2WRHqt6vxMsLl94b+2HL+p11NBU71Z44o4NWg9+i8erY2FUzPLYv21N2o3gKb+mqDeF+TJb/dSFS0qbGb6FGcx/5wh3Pjst5EvqUV2FYuGz2SizCa7wvJ9tfSpLJOXKz1YvZIZp+QJb28lSIbwhQsIh0Wb8qdiMQQbuVYrpDRcwobLZMNnariQZvrlxAtQbjLU71xbHkIbrO6wcMWx3QAY9eqPBA9HPblo7OaGv9aOoaUj9Y91WCjOsnHZccV8//sJANRWuXlr1rFU3n86Jw/Kb7RJRa2PD34opfTxc3nymtFc9tQqKqNvbtTvUnseegOYfQF6p1sotpsoMBvIMwqWzJ9Mt1wHU696hW0/HeLJJ79k79rdmL3+8O+Ms6a+USF0n8WEz2LilJMGsPGf5/Pr0/qzv8rDkvVlHD33vyxbdwBJauK4UffN45ctcbGsbPF+Q6L7xDbB6Y9/xfB7l5FnNnDWsALu/mw7Y//+NX6lLZhO50K3yOl0WlTRJmL9MCYqGrXraS/mLaE1Iq2lweCJksIL9Y9ltVz97kaW76rmmWlD5IWaPpLXjunBn9/fwP3Pf8uN00dCmlVuPm82YfEHcNbV48nvglcY8ZqM5Ptq8SsCS3WddjNUhS1mXqPiZlVqw6lCzRMwYjNF9mlVM17VcbySmQyDJ7xtmc1JdgxLms9iiv/9awLVLz+6iGdW7eXbsjqcT3xDzezjkrfMpcqqlqq4uESODcVtuqm8jo82V+D2B9lQVse2g/WM6JrBmJ5ZnNAzi1yHhRvf28hHmysY2T2Tv509iJ5RGaRh4sXS1fu4amRXrhopW9T8fzoFU4at0TracW78zxqCIYknv9jBvDMGMqTIycsrdnLtuF6yqzLWuRldaFhNMHBYyLCauPeq0dw581gW1dpY89MhLn7rRyQJTi/pyjEDC9hVXsfqnZXUuf38+srRTD6hV3hoV4YDW38Tc2+axB9+NYZgrYf0859n4oLFDCvO5Jubxja4gGOFTqTihk+Z300HaqlzeThaLRpc72PLzeMISRJ9ch3MGduTUEhiV5UHs1G37XRGdCF3BGE5+Qn476yIZdFuypYW9k22aG+blChprcUv0e1jWePa0tKWyNjaoqzqY4NoE0vL0V0zuGxEIeP75TYOVvf4sQKf/fYEfv3KD6zdWcmjj5zHgdwsXA47XSqrcVstOL1uyi1y9pwt6KcszYlLKGVGRFDuwiAFcRlteGmwznmFfLG1GIJYLLKIc/kUl74i6mpCkRd9n2RUtvPgFUZCwoDXoFTyt9khG/bk59LHeoDiPRUNG8b4nscdU8yJPTbzv13V1AdC1PtDpFsOQ7uultKc5S7e8aF8r1VuP1sq6tlYXsdH2w6xeFM500q64cyw0q9/PtNPTGPdzire2FDOje9votYbpF4JuD8tw8qkf63ipV8ezehe2Y1dhKpw0pYmiZEFa7KZ5Ndy0uTtomPGkHvgArz2xU+88Nk2/P4gJ3RVsjMTvUlS49JUquqx1PvIzDTw97MHIZ01kI1VHhb9cICvfthPjy4ZXHVSP0ISzL79Q974+wUM6ZcX3txjtcjuWIsJp0Fw2eS+PP/ZNvZWuhn78ApevOo4BmXbGt67tb8hsTKNgZL7l+H2h5DuPy28rFdOpLg2GESjZTqdB13IHeE01VGhpePEE3UtFm9qUVZVaMWKtTtc8WxtIeKautAkO3ZbusgUV5UJeO68oY1f15Q9GFCQzuWjivlwcwUWXwCXw87B9IyI1Z0BD16lKK/XYMKLkVxjnZypqnhHXcKGU/KEM0+tRiNW4cdmMMaMkwMieq16JbMs7AyAMQOn5CGIAa/RjDUUwGcycTA9gzKbE3MgQEFZFRaIPJ6sDdY6Y7qVl646ju63fwKQWhHXEnepuk1Lkhc0x4okSdQHQty/cheby+vZXFHH5oP11HmDDChIo39hBmOO6spjvx2LoygrIh72dF+A37l9hNx+1u6q4qfyOjIzbUwekMcfX/ueuW+v5/2ZJWTEig/TCo94pUzURIp450m9jxcvHMbssT35/qdKjipMZ1zvbIQ3CIfqm86M1e4HNGSTas+7DAnqfQhgcLadwaf2bxB9yjxs3lvNMy+v5pG5kxp2OyqG7rnfTeD+K46jMNvOCTe+x+DbF3P6sC6cV1JEvywbx/fKxh6In5md8GfQEAxJTB9RyOVHF7V83FSiJzq0CbqQ00k50aIuKQEXT5Bpl0evY4wT15FoVmmiLZcOtyWuPWlNvTplTgya4Hm7z48lEIgQc5l+N/jdeIxmvEYzTjwRHRhcRlvYJQoNje9V1L6sNlsgojiwxRgMx9JZhb8h7k6YwQBdCLDBWEAfcRBnQLX0Gamx2XFlOnBW1xNLDvsyHVh8AYr75lGUYeXYPEeMtVpIaztutFTAWY28+eMBHvzfTi694SzKPEFGDy7gsh5ZDOjqpGuvHIQQ+CymsHjzaIby2C1y5rvFBJkwtDCTEk327/GDC7jzvQ0s/OInbj+5X8OGWrdmoueQul605U45VscVZTCuSDm+okunNCfm4o0Ncip29BjWSFf8GcO68PyjK8Ivq795qphT5y630EmN3cLL/7yIQI2HF19Zzcq9Lp7+ajfb9tfw6xN7MrKbkzRJoqSbk7wkb8wkSeLtLQdZ8N9NZNnNWE0GPtlUwcQ+Oc1vrNNp0YXckcaUp2T3anPWrRQV2k2quG6qivsmWxYkev1oYdeWTe9bGhsX68LUHkWC41wkfYEQT67YxbQTeuCzmHBbZKHh9Lhx2exYAoFw4oEt6MdrMJFPnSYuzoxLyELOK4zhODkXtnDcmzapwWeQxVq0lS6aGsmChCz0yo3yRd8qKXF2JhN7uuSRZ3Vh8/pkQRfVfk7ewMRn14/hxL98QaUnQHYiFp/2JloQ2Ex4AyHOf34Nuyrd3HnRCLJ7ZDHnN2OSPg/DpVtUNOd1brqVwgwLcyf0brxhc5a4WMQSWupzbVuwWOuo31M8N+ah+qbfWztmZb38u6AkJgxJt7CrrJaNX+9k5FFdGyyWSjKE1kvhs5gwZVgw5aQza+4p4XV2bC7jhVfX8PR3+6j1BFi1/RDrbhxD96zEXZ5f76zivCdX8a+rjqNWGHjn821k202cPbgg4TF0Oh+d4BdIp01JxAIGkS2L4tHcBaA592dr3KOp7KiQyFht6U5tKdFWtNaWk2jqAquNxdNeSJHdOde8uY7MNAvXXHIMB60W7D5/OKHBEgiwJ73BQuD0u7GG5DFUV6scG2fEixErDUWCa0K2cOcHtTyJFzmuThZ38vbaUiUAroAViyGI0wjgDm/rMjbE05XZnJAjd3uwBfz02XcgpqDDbmHg4C6cM7iAB74v5d4JvRt3boDYiQip6nWbDNFN7BU+3lnFQXeAVX85C4vTztKAAV+GI+bNl9aVGl1GKKaIU86hpz7axCUji2LWdktKwCW6bpw4uzCqiGvpTY9aKNlmkmP1lHEsNhPPXTqSc+5azC8n9WXB7DHhTVQRp/5XrXRqKR41Caj3gALunjsZgKq9VfS8+AVcIonkg3ofeUaB02pi7n/W4LSZGJDr4N2ZR5PtaIfjTuewoQu5I5G2iidrjYUtqmZXzNe1qMUyATpS+8BYAk0N6m6JeGtJEHQyFiLtuk1V8k8E5QK3ak81//52HycOyqe6zofN68NtMYctcSDXcHOZbGF3adgSJxou+E48sgVOKQ6sirXoosAqqoVOm+zgk+RYunDhYMlIEAMVoTR8kjHcu9UignhNZsrT03AGPXR3V1KR5cRZJ1tp8spdkW9mNbHg3CEMvWcJ94zrhTGWQGtK0B0OYljhwjgsvPzdPmac2AuL047PYkIKirgWdFXAJVMLcunqvbz63T6+v0ERNW1hMW6UbNPEe0R3q2gNMcY5b0Au4+eN57ynv+W069/mlJFFZDht5OalYbeaKM5Pp9+QLqAIObUUT3hIdbkvwMx75BjMhUu2U1LsxOMP0SvdzIiuGfTLi2xpp6VvroPqu05KzWdMNXp8XJuhCzmdxGiJ+NO6bxPpkBDdYLopy1gyFjhNEH6raYklrjXWt9ZY/hKpc5bohS1WwWF1WZRgGN0ji333nMK5T63iX+9v4JKbT6HGZme3XS42qroyoaF9ltdoxiuMclyc8rra1QEaSo8giCgaHN1XFRoEnWqVsxmUeKWQCU/IRFASESLOK5llcaiUKXEZbWxNK8BjNNOPAzhrG1xu4ZhPu4XuffMo6ebkvq92M/+EHvHnrq2tcGmWyO+nubgqhwVJkvhwQzkPXD066YxzFXUuGsXBegN89PVuLnvqG26d1IcXVu/n+mOKMGlLW9hMyYuqjurC1uxXnkHwya+P57XV+1hXXseBAzUsX7uPem+Qnw7WUVXvZ8ULl2Aoil14VxVz8y49hjO2H6S6sp4fq9xYzUY+/6GMb97dSP9cB49MHcTIotgtyXSOPDromaHTppz/PPznF4kJJkg8GSAeUe6WZkmlm1TL4WiNpZZSaG+au0i2JplYC+DcAAAgAElEQVShCUprvFz4whpW7q7muF7ZnHbWUPbk5+KyynE+EUIt5I8QdV6DOeI1r8EcFnBWSS5JAmA1BnEJW0RPVtX9mgyqZU/NcK0J2bAqljuXsOGy20CpPeuxWhr3Y7WaePHGcUy4YzGZVhNz2jozMFqwqcvU7zLJ7h6H6nwUdctEe7TGSk7SJjrEEn3h1mbKefvfL7Yz6z9rueTY4nBv2l+XdMWkfj3q/iYr5ppKWmiP+NA4WHwBLhlaEHnjqFjlf/3K9/zmro955pFpuNIbkmW01jmP1cKw04cyQHG9WvyBcBydod7Hmy98wylPfcsT04Zw3rAuh+ET6XR0dCF3JKMpdJq09Usr7tpKeLU3LbWG2TQWmJaKukTfO0b2XkIXNfWi2BLLSDSaeLmvtx3i+9Ja6t+cyYFeBewuyMVjUgSTRrS5hA2MNvKDNeFlqnhzBj2Kq7UhP7Lc0pDt6gx68JqMEcItnojzhEzhYsGqe1Vd7sEUttap7As6wxa9vUEr2MHbxUQfixmlU2WE0CkucvLpzeOZcN8yrEbB1SMi20KlnFhizmGBg80E6kcLIJsZgxAxu1MkY6GL7tayf181s/6zlld+MZx7P/8JgPd/eTR2NUau0X7Ece3HIyoes8VWvVQJv3iuXbX2HYTbbu33BNhRVkdRcWbj9l7myHHcVks4ptQcCFCd7sBvkpOGJt+UxdsjunHZHR9zz6fb6JFl56GzBtInN4VZ1DqdCl3IHeloY9OScUEmKt5iCZJ448dbN9H9aqInYbuQqIhrkbs2xvwne3FKZP0krTxnD8yjX66DJSt2MNEh96Z0pTtwpTlwOey4cnuGa8Opgq3ckoFXGBuscUE/1lAAp9cdHld1vWrFoIrqQgUi4ucsIogHE56AEW/IiNUQxGYKIiHwhYx4AkawEG5UqIo+T6BhvO3kgBW8efK43VGyNCFsae7VI5tPrjuBSY+sINtm4oKBjVtItZpY7lJ1WX0SblUFX60XgwFMvgAYDU2Kt3hxceGWeBpr3G1vruOXRxcxvk8O/pDEzJFdOXNwfmIlQJK5qUh0Pa1wS9Y129z+RGfBxil5IkkST67Yxa3vb+RXpw3ghjnjIkq4gCzcojEHAti9vgiLnCvdgdtqoetJQ1h+THe2fLGNGx9bzvPf7WPBuF6R+6Wh1hvAEwglXc5Ep3OgCzmdxqIsFTFlTYmTZISLdt1428VKdmiv+m4dwa3ajgghOHdAHm8u3cap4/vKPSmVGDNnXT0um5116Y2tVhVSGn1CBwHYY82SBZtNiakL+cPZpap71Yu5UWaqNu4NZFepzRAAi9z9odprxRsKEJQE1T5L2I2q7d96oM6Byy0f9067D2/IiMtXSI3DgjXbj90nf78FZVWgiB+LL0D/QV14b/ZoTv3rCgblOBiWHz8gPWniXXxVS2gssdGMpctoUKxxSSQvaMWexReI2Tt56ZYK3r28BICT+uXG3p/2JhERmOj+qt0mYo2tiLlb3t3AJ1sP8el9Uyga1QuPVW5Xd0CYKK31YdpZRt3WA1SX1RDKtJOdaSMvy0G3Ed3BasLm9bH+yx1k2M3sLKvlnY838b+NZeyr8uD2BxlemMFVIwrj7mK1EGTd/ikAhRkWts4dR1oL4yJbjJ7o0KZ0oLNL57Ay4yU5Tk5t6xKLRARdR7CChTpIo+eWiLhUWePaCm3rrwT51bHdGP73r5j5zS6OGdsnQgDk1taQb3OGrW42JVvVZZUzWK0hPxVSWlhceSUzVoMfJMgQPlxG2UXrRX5NzUpVyTA0JDtYRBBX0Bp2rQLUeCwEQ4IylwOn3YfT4ouw6AH4A7KJzuW2hEWdzRQkw+qDLpCZk4OzyE1x+cGGRIh8JyVWEwunVjLtnQ2svXY0Dn8Lq/QnYzWJ9b2o9dTC/W8js1UBXl29j27xeqAqxCozosbQhWvHacRcQGm4vv1QPUO6pCf+GdoK7edO1qWqXS8kxU4mUZvTZykuTZtZLkmiurnTLHyxqZwHP93GtacO4K+vrGHPP74kGJLYWlbL/moPeQ4L2XYTPbLsFKRb8ASCHPQEKXV52VnlZpTS8mvx9/sBGNHNyVXHFvF/l4ykR7aN9JCE0Pb61VgBX//hAK+tL2NdaS3pVvkYD0rwj2/3MWtkV7Ls5vDx4AuEWPDfTXyzs4r+BWl0z7LzxbaD7KnycPqQAm47rT/OWD2tdToEupDTkWnOgpaISEt0vbags1rgUtFj8XAQKzYrDgXpFp44exAzHl3ONwMKsCiCwJXmwO7zM7hiLwfTM8KlSDJxU2ysYpspF6fRQ5+gbJnzGsx4DUa8KG28MDbEsElEiDRPwIjTErl/PslIuSe+WPEHDbh8FnymBiFnMwcwm0L4A4awoAM4UOfAaXJSY7HI7tg0GJxVRoFHLktiCQTol+7g0gvhmVV7+XjbIc4drLhYk3RPx8sGTpo45+KH68uY9+5G3v39pJivN0WjmnoKwVCI0+9dQrbNxPDCjBhbxiE6xjMVMZtNvUeyxMvWTlPOW1sTGcl1PtKDEvNGFWPx+OmaaeXcHpkYhaB7ppXBeWkR3U/CKGJsv8vL6n0uDAKeOKMfgZBEv1yHLNw8AbnBrIjaXvmsL64v47bFW1nwi5Fcf2xPivLTqEVwYM1unnx/A3fe9zmje2bRO9dBcZadDeV1lNd6ufmi4fyws4p9lfVcc9Zguuem8bd319Httk9Isxo5a2gXHjy1HyFJwh/UhV1HQRdyOsm1yGnP2DNVNDX143m49iEVtDiZIskA8VTQnBjRFggGzhmUz5r9NRz3m7f44PaTKD6uFxZ/AJ/ZhLMO/CZTuK6cJRDA6XfjMxrJD8rdHbxGM06fh3y3nAzhM5nYbc+mRtjYVpcVfh+PX+kOYQ7gC8kFg3ONdViRa85ZDQ5spiCegJEyt2w5CUnyxc9Vb8FsDAFebKYG65ndEsAfaPgsHp8Rl9vCbnMGVoM8RkW9nfW2fLo7asg11pEv1eEzmXDW1nP2iK68v7miQcglIYJbRNzG92ZN/FbDufPRloNcd/oASobGd8clhMYa9+qyHXy6oZybxvWk1peEJbIthJvK4Tg3tL8HMX4bSrqkU6JaJxMV5sp+d7UY6dorqkyJN7G57ZJuobTGy12vrKX4w01cPLo7l/ziGLLPHsE/J/ZH7K9m6cqf2HvIzc6KOory0lh4zWgKizI57QRwZcrHuc9i4sHJA7l/byWeKjd/ev5betz3OULAnX88k14VdfRvoq6dzuFBF3I6iaHtRQgNgi7aotRSsRf9I9iUWPP4Uy/mEhGJHS3+rQOVXAAauZ8WTOpDtt3MrEeW89k/CnECrgyHLObq3Zg1vVdtQT+Dg2Vhl6vXaCbfXUOBS7Z4uS1mqs12MMviLdPqld8nXGvZhNUQ5D/WcQ37IAD1GmNteLx0yz6+6TYg9mewAokYlKKvXQJIB46DCx7Zw13Dh/PAnFfJyel4PS53/vc8xkz7BUy5MLzMAoilS7FMvDximRbX8t/GHXNc/1zG9M7moS92Mrp7VnKu1XaInwsEQ9T6grJ7sbWovwut6RiRYk4ZkEflgsnsqfawZX8N/1y9nz++/yJPzhnDqHNH4BranQldMxu1V4tOelFf83XLxtCnC/cMLeL+Mhe2QJCXSi18uKlCF3IdAF3IHcnMeAmePL9l2yYSW5cM0fXXmhNNyYq5RK15bSHWouMIU9Kj9TBeMFphTfrNqGLe3lzBr+//jDt+NQbjYEc4Q8/u82MJBNiWkc+1xunyBtpfpCzlT+EE4BKAjqeNIiguLubYY4/liSee4Pe//317704EO3fuZOXKlSxYsCDpbZ1j/xr3Nc/WrayY1x+r1coFz38HhmZaSz1wetLvn0oeWbmb//t4KwB3TOzNgkl9Yq/YnBWtvb0U8fAEsAH90q3062/ljKMKueiFNWzZX8OJvgAWf4CKnIaCwtFdJqKxeX1ygg+ES1blpVn4/dIdrN1fQ6XbT5U7wIyRXZk1qjhyYz3Roc3RhZxOy0l1bFeyxXSTEXPq2NrxW9M6KxFizc/PWcTd/3mjRUbg9esOceedd1Jy7fOcd955zJhxGuPHj8dk+vn+/DzxxBNMmTKFjIwM5syZ0967A8AXX3zBJZdcwrx58xgxYkRKx05Ply1wAwYMwNCciIOWX9zvOrll20UxZUAe72+uYFS3TM4ckNf0ygYRW9CpJUbUc7qp87K9y354AuyodDOndzY2tw+fxUS1piCxK82BORCQQx4cdsrSnDi9bmwBP856N3lVLpxExkemO228ev1Yxt/9WXhZnS/YWMjptDk/319SnY6FetfanJBpTsylsnNCW7pKUy1yW9vsuyXc/klKhsnJyeGRRx7htttu48knn+T//u//CAaD/OlPf+KMM85I7MLfyejduzdvvfUWEyZMICsri0svvbTd9mXXrl3cc889LFq0iIcffpjzz2+hFb4JCgsLOeuss7joootSPnYELTkmY4i/wflpLLnimBTskEJ7uFRjuaQ1++EPhthe6aZLmgWjQbBqj4tQSApnI7scduw+P+ZAALOSeOS2mClLc1JuSecrW0/yRB3F3ir6WMzYvL6IZBdJCEaP78etF1Xw7483s7fKg9Fk4Jo31jG4II2pQwroqxcpPizoQk7n8FDvg2xHw+OmaM7KphVzyYixVHRcSITDkIUqSRKr9tXQO8uWfJHPFAm0ZMnLy+OWW25h3rx5vPbaayxYsICbbrqJv/3tb5x8cmosLR2JQYMG8eqrrzJx4kQGDhzIcccdd9j3YcaMGbz00kvMnTuXtWvXpjRmLxQK8emnnzJ58mQkSeLzzz/n2WefTdn4KSPR470l1r5YAq611rdEspYTiCv895r9XP2u3CJt9rHduHtSH2Y//iWvDS3CcHQfulRWAw3FiNVOEgV1LpxeN/nWWvbYsllj6QbZcihEH19pQ1maQ/K/BVcfz4Krj8dX7WblxjK27Kxk7baDnPD4V5zYM4snrignP78NimTrhNGF3JHOVW+0PE4uWbSFh7VxJa2NqUu2vpH63m0dD5fqcTUXjU0V9Yz65zdMG5zPm9OHywujL1hLl8Iv2ke0NYUQgosuuogLL7yQRYsWMXPmTG677TZmz57d3ruWclQX5qhRowC46667yMnJIS8vj/POOw+zuXXB9pIksWPHDg4cOMDBgwfZsWMHJSUlfPjhh/zxj39k2LBhAFx88cUpT7yYPXs2//rXv1i6dCn19fX07t2b3Nzc5jfsqMQTfNHnUYrcu41INIxBI+JCIYlqT4Asu0kuS6LJAr5gSAE/HqznkeW7+MeqvfTLsTNnVDGnXvkyj88+nhFXnAg0CDi3peFYzPC4yfC4KahzQW5PvjL3It9ZgzOnHmdtPc7qeoQkNSRDWEyECjMZVZjJSIuJC4EHy2u4a0k2xx13HK+++mr4HNBJPbqQ0zl8qIHB0cHBLUkASFaMaePp2lJspYpoV3RUTNFASeKdU94jKysLxo9P3fseRoQQTJkyhc8//5xTTz0VSZK49tpr23u3UkpWVhaHDh3irrvu4uGHH2bdunXk5uaydu1aHn/8cebPn8+JJ56Iw5G8C2rhwoU88MADGAwGunfvTlZWFoWFhVx33XUADBs2jMcff5yrr76aVatWcfTRR6fsc+3fv5+nnnqKHj16YLfbueeee7jllltSNn6HpjkLnyL06n1BJCDNErsPcJM0ZY1TYvN+LK3hlCdXUesLkm4zccbgAgZ1SWdAppVJfXLIzLLx8NTB3DGuF+9triAQkjiqIJ1zqzyc9+Dn/DRpAMFeBeRVuZRerw7cFrPcGkxxuQIczU7yM2rwmUwcyM7E4g/gpJnevoCUaefBBx9kzJgxTJ48me3bt1NQUBB3/YqKCjIyMrBarcnOViNcLhdOp7P5FX8mNCvkhBBPA2cBZZIkDVOWjQT+gdwcKQD8WpKkr4UQBuBZoB9wtSRJ64QQE4ElwFRJkt5Ttn8f+LMkSUtT/ol0OjbR5UusJrlNkNUElc3/ODQap6W0hTWuNRmpSQZ/CyGYOnVqy96rg9G3b18+/vhjxowZw6BBg5g0KflCtR2Z7OxsFi5cyMKFC8PLQqEQjz76KHfddRdlZWV899134YQBLXV1dXzwwQds3LiRuro6zGYzgUCAFStWsHv3bj788EOGDx8eru5fXl7Ov//9b8aMGUPv3r0577zzmDdvHpdffnmjsVvD/PnzmTt3Lk888QQbNmxgw4YNjB49OqXv0RkpLS3lgarhVFRU8P777+N2u8nMzKR3795kZWXRt29fxo4dS58lDzGqmzOyK4NabzAR16wnwJ2fbOPGMwdz/ZWjWH/IzRfLd7B7bzUffL2Xy175kWAoRNcMK0VOK0VOGzkOM/M+2cbkYYU8cOVxBHsV4LZawhmrxQcqACKsbAD9t+/jeKCsIIvqdIfc97XOS3Wtl1tf/RKT0UD3gnRcbj++QIij+udhMxuZ1F+2zmZlZZGRkRHz+Fa58847ueeeezAYDDidTux2O1arFavVis1m49tvv2XGjBmMHz+ek046iX79+oW3DYVC7N27l+zsbG644QYyMjLCN01DhgxJ5uvrtCRikXsWeAx4TrPsAeBOSZIWCSGmKM8nAqcCXwE3A/cCVyrr7wHmA++lZK912o9Ulc+IStv3ZTrkulXeQHLj28yNq5vHW08lVSIuVguzeEkdegp+k/Tt25eXX36Ziy++mDlz5nDBBRf8rH+EDQYDN9xwAzfccANXXHEFc+bM4ZlnnkEIgSRJrF69mhdeeIFnnnmGUaNGMWrUKLKzs/F4PFitVubOncspp5zSyHqRn59PfX09y5YtY9++fdxyyy1h92qqkCSJZ555BoBrrrmGX/7yl/Tt25eePXum9H06IzNmzKBXr15MmDCBO+64g169elFaWsr27dtxuVz8+OOPvPnmm6xeXcnw4d25++67GTJkSKSgS9B1m20389Lyn3Bk2TnzohLOu2osBWVVuCvr2VVei6uynowsB5UH69h7qJ7d1V4+veYEso7uSWl6OlvNFjxGE1nODIrLD4bHVXvorvl2Nx8t28air3dhNhp47JKR9DmqiHVbyrnqsS/53W0lWP1BJH+QlWv3kW41YTIIHlu9lwO1PrIcZiZuuJNHH32Ul19+Oa7Vef369dxxxx38+OOPDBo0iPLycjweD16vF5/PR1VVFQ8//DDjx49n2bJlzJ49m61bt9K3b18Ann32WWbNmkW3bt3Yu3cvf/7zn1m5cmWzvx8//vgjQMrPj/agWSEnSdLnQohe0YsB1W6ZCexTHhuBkPKnvbquBcxCiFMkSVrcmh3WaQMSjZOLVwS4tbh9soizxxFBnYU577b3HnRqJk2axKJFi3j++ec57bTTyMjI4PLLL2fmzJl07dq1vXevzfjrX//K8ccfz7Rp0xBC8P333wMwffp01q5dS48ePZIaz263c/rpbVenTQhBZWUln332GQ8//DAXXHABl1122c8y+zhZCgsLefvtt9myZQunnnoqBoOBoqIiioqKAJgyZQoAHo+H++67j9NPPx2r1cqvfvUrbrjhBjlmMkHX7ePnDubjLQd5bsVP3PPCdzz5q9G8vGw773xfSo8sG0IIfqp0M7gwnZE9s8nMsHLLo1+w+IfXCElgNgokYHT/PB68ewpbJx9NgctFMRXYD9Zy0o3vMm9ibx49axA/VbqZ8ugKgiGJHtl25k/sRc98B7+a2DvyeqBcIyRJ4tx/fcNDDz3E5s2b6dKlS9yPM3jwYMaPH8/69esZOnQohYWNO46MGycX+g6FQixatIjrrruO0tJSnn/+ea644goGDx6Mw+EgNzeX4uLmy598+OGHnHHGGVx88cW8/PLLza7f0WlpjNwNwEdCiD8DBmCMsvwj4AXgcuCaqG3uUf50IdfZsWoOm9aKLm9AHq9K41btyP1HdbHWphxzzDEcc8wxPPTQQ6xcuZJnnnmGIUOG0LNnT0pKSpg0aRJHHXUUNTU19OzZ82dhBUpPT2fx4sV88skn2O127r77boYOHRpppelgZGVlsWPHDgoLC3nttde46aab2nuXOgQvvvgiBw4cYOHChZx99tk899xzDB8+vNF6Ho+H8ePHc/vtt/P9998zY8YMfD4f8+fPb/5NFKFnAqYof8uWLWPixImM7ZXFgZvH4VDi8up8QdaW1rDmYD213iCjhxbwn3MHk6l0tAgEQzy+cjfnXPESL996AOfUEg7kZrHjzTX0zXVwz2n9ATixdzaXlHSNOCaXNrGLQgjeXrufUCiE0dh0jKAQAovFwtq1aykpKWHr1q3U1dUBMHDgQHJycqiqquL111/nn//8J++9915Y2FVUVCCE4IQTTmh+3jSo1rz+/fsntV1HRUgJZPwpFrn3NTFyjwLLJEl6QwhxEXCNJEkx7cFKjNz/SZJ0lhBiGfAHYB5NxMgJIaQlS5Yk/2l+5tTW1jYZZ9AqKrY1v456x63eeIeaWDfU1ItxxtVuYzA0P4ayTq0xk/RgdeLvl0iWa36/5tfp4LTp8XIYCYVCeDwe6urqqKmpwePxYDQa8Xg8dOnSJeYdfFP8XOYl1SQ7L+vWrcPhcHDo0CGOOSaFNdk6GC09XsrLyyktLSU/Px8hBA6HA4PBQGlpKT6fj/r6eoQQFBQU4PF4qK6ubtU8+v1+DAZDbOF0YIv8P6T89hkibxKq3AH2VHsY1juHgDfA+j3V9Mmxkx4rUUPZttaSTXqgKv4OJfEbWl5ezsGDB/H7/ZjNZsxmM5Ik4fF4CIVCGAwG0tPTKSoqwmJJTXHlmpoarFZrysZTSdXvy6RJk5AkKaG7uZYKuWogS5IkScgSvVqSpJgpIlFC7lTgJuQEiSaFXCL7daSxdOlSJk6c2DaDJ+NahUirnLasiNUU+TxRy1orMleX2k5l4qH3E99OjZH7mVvX2vR46QDs37+fCRMmcPPNN3P11VcnvN3PfV5aSjLzsmPHDsaMGcPWrVsJhUJkZCTSoLZz0prj5Y033mDVqlW43W4WL17M+vXrOeeccygpKWH+/Pl8++23LFmyBLvdzsSJE1PecaNZlFZpHn+QgnuWMvu0AezZeYie6VbuPaUJIWYzsbT3BUysXoQyQOOY4cP4+3rHHXdw5513AvD+++9z5plntnrMvXv38tVXXzF16tSkutCk6vdFiZdNSMi11LW6D5iAbF2dDGxJZCNJkj4WQtwNFLXwfXXaimTryXljFMJUxZ1WzCUj0KLXjS5T0lJ361VvtGw7nQ5N165d+eCDDxg/fjzvvfcezz//PJmZme29W0cEH3/8MWPHjiUtLY26ujp2795N9+7d23u3Ohznn39+uJOGx+PhmWee4eqrrw4Lg9GjR7dvtq+ShGUD1s/cw8UXX8yOA5VsObN389uGpIabYu1vczuExUyfPp0lS5bgcrkYOXJkSsZctGgRV199NS+++CIzZsxIyZhtRSLlR15CzkjNE0LsARYAVwOPCCFMgIfG8XBN8UfgneR3VadTYY06tGKd3LGaTSfagDpWLTqAGS8ltr3Oz4L+/fuzfft25s2bx/Dhw7ntttu44oormo3L0Wkdffr0YfXq1QCcdtppLF++HN2L0jQ2m61D10ksLi7miy++IBAIxHc3RmfUdpBY5kGDBrFs2bKkt5MkifXr1zN48OBGyTrTp0+nrKysU5TVSSRr9RdxXkrIma+4T5dqnr9LZEarzs+BaOGmEsty11K0FjutYFu6FCbqAu5IxW638+ijjzJ9+nTmzp3Lq6++ytNPP51Q9ppOy1i8eDHTp0+noqKC5cuX89RTT7X3LumkAIPB0HTMmDajdulSuFgpq/RAVJZ0Jym3tHr1ao455hh69OjBjh07IsRceno6t956azvuXeLonR10mqcpK1k8ARfr9ZbevelWNp0EGDNmDEuXLuXuu+9m+PDhnHTSSVxwwQWceeaZenJDitm9ezdnnnkmTqeTp59+miuuuKK9d0mnPekkwi2akSNH8ve//51rr72Wc845h/feayh1W1payiOPPMLMmTMZNGhQO+5l8+hCTqeBpuLkopMYVIGm1n5z+xpeb07cxUMXbDqtxGQyceedd3L99dfz1ltv8eyzz3LNNddw7rnnMmvWLMaMGdP8IDrNUlhYSGlpKRaLRRdxOp0Wg8EQ7vG8YsWKiNcee+wx7rvvPj755BO++eab9ti9hNGFnE7iZDkaBJta/y0W8dyp2q4HegKCThuSk5PDrFmzmDVrFgcPHuSpp57ihhtuYNeuXfztb38LlznQaRk5OTkcOnSovXdDRyclzJ49OyzogsEgRqORW2+9FZvNFi7i3JHRhZxO0zSXfOBOwF2qW9p02pHc3Fzmzp3L3Llz2bhxI1988QUlJSXMmTOHIUOGMHToUHJzc9t7NzsVW7duZcKECe29Gzo6KcdkMvHYY4/xm9/8hj/84Q/tvTsJoQs5ncRRRVtTNeTOf/7w7pOOThIMGjSI0tJS7r77bj744AOee+451q1bR7du3Rg3bhxnnnkmQ4YMiWjKrRNJIBBg5cqVrc7ADAaDGAyGDt3BQufI45prrul0dRH15ng6kcRzearu1GhmvNTwp4s4nU7CtGnTePLJJ1mxYgWHDh3ixRdfZNCgQTz66KOccMIJ/POf/2zzfZAkiQ8++ICysrI2f69Ucvvtt1NcXJxUWQZJkli6dClnn302q1atwuVyYTKZePDBB9twT3V0kueJJ57g8ssvDz8PhUKUlJRw/fXXt+NeNY1ukdNJHN1FqvMzxGg0UlJSQklJCTfeeCNbt27llFNOYf369UybNo3jjz8eq9Wa8ve9+eab+ctf/gJAWloa77zzDh6PhylTpnRIK1V9fT1PPfUUL774IqtWrUpqH3v06MGePXsA2eLRt29fpk6dyjXXJFOCVEfn8HLZZZexc+dO1kIww8IAABs1SURBVKxZw8aNG9m+fTuvvfYaNputvXctgoRadB1uhBAdb6d0dHR0dHR0dA4POyVJ6pXIih1SyOno6Ojo6Ojo6DSPHiOno6Ojo6Ojo9NJ0YWcjo6Ojo6Ojk4nRRdyOjo6Ojo6OjqdFF3IHUaEEE8LIcqEED9qlt0thPheCLFGCPGxEKJIWS6EEI8KIbYqrx+t2eZGIcR3QoiLlecLhRA3aF7/SAjxpOb5X4QQNx2eT5k8ceblQSHERuWzvyWEyNK89ntlXjYJIU7TLJ+uzMsNyvPrhRAPa15/Qgjxieb5b4UQj7b9J2wZceblQiHEOiFESAhxbNT6R/K85AghFgshtij/s5XlR8x5FI3yPf+oHC/qdx9vngxCiOeEECuEEEOVZauFECOVxyYhRJ0Q4lLN+N9q57OzoHzv65S5eUkIYRNC9BZCfKXMyytCCIuybroQ4l0hxGdCiCLleKrQzFtXIYQkhDhRM365EKJTVZgWQgwU8jVI/XMJIW7QjxcQQmQJIV4X8vVogxDihI42L7qQO7w8C5wetexBSZKGS5I0EngfuF1ZfgbQX/m7Bvg7yD8swHHAKGCGsu4KYIzyugHIA4Zq3mMMsDzFnyWVPEvjeVkMDJMkaTiwGfg9gBBiCDAd+fOdDjwuhDAq20xHnpvjlXkKz4vCSCBTs35nnJcfgfOAz7UL9XnhFuBTSZL6A58qz+HIOo/CCCGGAVcjf74RwFlCiP7En6dTga+AacDvlGXa42QEsImG+UkD+gBr2/zDpBAhRDfgOuBYSZKGAUbk8+N+YKEyL5XALGWTS4EngOuB6yQ5O/Ar4ATl9THAahrmZSBQIUnSwcPziVKDJEmbJEkaqVyHjgHqgbc4wo8XhUeADyVJGoT8uTbQweZFF3KHEUmSPgcORS1zaZ6mAWoa8TnAc5LMSiBLCNEVUIs3adONl9NwoAxFvtjXCCGyhRBWYDDyj02HJM68fCxJklqBeCVQrDw+B3hZkiSvJEk7gK3IFyuInBuB/JkHCCHsQohM5B+nNcBRynpjkE+yDkmcedkgSdKmGKsf0fOC/Pn/rTz+N3CuZvkRcR5FMRhYKUlSvXIeLUO+uMSbJyMQUv7UudHOxxjgH8iiH+Rj6ztJkoJt+SHaCBNgF0KYAAewH5gMvK68nuy8PESksOuw506CnARskyRpJ0f48SKEcALjgacAJEnySZJURQebF13IdQCEEH8UQuwGLqHBItcN2K1ZbQ/QTZKkGuAHYBXwCoAkSfuAgBCiB/KB8iUNd43HAt9LkpRAU9QOy5XAIuVxzHlRHr+JPC+rJEmqUS5ga1CsUchzshIYI2QXtpAkSTtWZ+ZIn5cukiTtB1D+FyjLj9Tz6EdgvBAiVwjhAKYA3Yk/Tx8BE4B3kYUJRFoSxiBbgb1CiAw6kXVSiyRJe4E/A7uQBVw18C1Qpblx1J47LyJb8B4D/qos087LKOBt5LmFTjovUUwH1OrvR/TxgmwtKweeUVykTypWtA41L3pnhw6AJEnzgflCiN8Dc4AFNKj5iFWV9e8F7o16TVX96h1iN+VxNZ34DlEIMR8IIP+gQtPz8m8a7pJU1HmxI1+YtwC3Ip+cnXZeYqDPS2yOyPNIkqQNQoj7kUMUapFdNzF67IXXDyBfwLXLfhJCWIQQhcAgZJfQN8Bo5Dn5a6OBOjhKLNM5QG+gCngN2f0ejXqMVMV4/WugRLmgmyVJqhVCbBdC9EOel7+01f63NUps4FSUUJZ4HCnHC7JGOhr4rSRJXwkhHqHBjdqI9poX3SLXsfgPcL7yeA8Nd3kguxb3NbGtqvqPQr4bX4lsSeisd0IIIWYCZwGXSA2Vq1s6LycgC5YNwBA68bzE4UiflwOKyxTlv9rA9Ig9jyRJekqSpKMlSRqP7IreQvx5iseXwAXAfuUcXAmMRbZErWyznW87TgZ2SJJULkmSH9laPQbZ5a4aNpo8RiRJqkcOXbgS+E5ZvBLZ6lmAfKHurJyB7Oo7oDw/0o+XPcAeSZK+Up6/jizsOtS86EKunVECkFWmAhuVx+8ClytZUscD1aopNw7LkUXPIUmSgpIkHQKyaLhQdyqEEKcD84Cpyg+nyrvAdCGEVQjRGzmI/esmhlqB7D7MlySpTDmJypHvyjuNhSUBjvR5eReYqTyeCbyjWX5EnkdCiALlfw/kBJmXiD9P8VgO3EjDZ/8SuBwoVaxVnY1dyEk/DiGEQI4HWw8sQb7QQuLzcgOR83I9clxiZ26X9Asa3KpwhB8vkiSVAruVJBZoOF461rxIkqT/HaY/5BNkP+BHVvqzgDeQ7/y/B95Djt8B2SX0N2AbcizPsc2MbQRcwD2aZc8Cm9r7c7dwXrYixzatUf7+oVl/vjIvm4AzEhh/HfCC5vkdyO4mU3t/9hbMyzTlsRc4AHykzwuzgFzk7LEtyv8cZd0j5jyK8Vm+QL7orAVOUpbFnKcmxjgO2c14smbZT8AT7f35WjEvdyLfMP8IPA9YkWOhvlZ+d14DrM2McaEyL/2U51blnPx9e3++VsyLAzgIZGqW6ceLnJiwCvka/TaQ3dHmRe+1qqOjo6Ojo6PTSdFdqzo6Ojo6Ojo6nRRdyOno6Ojo6OjodFJ0Iaejo6Ojo6Oj00nRhZyOjo6Ojo6OTidFF3I6Ojo6Ojo6Op0UXcjp6Ojo6Ojo6HRSdCGno6Ojo6Ojo9NJ0YWcjo6Ojo6Ojk4nRRdyOjo6Ojo6OjqdFF3I6ejo6Ojo6Oh0UnQhp6Ojo6Pz/+3de7AeZX3A8e8v5ArILYCDgATkYmNVLhlKFRTxFugg7YgCrRVvnYZSFRytOnTU1nZKxYq1MKJFLk7LxWIRUBEixCLKRcAQCNcgdEAZKCpIgABJnv7xPK/ZvNk9yXsSzvs+8fuZ2Tl7nv3t7m/f3T3v7+xVUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUmDzsBdds95qaneWyN9hTt8amjLF+5yWDxndMZOD61xw+YT+d8Oz6HlZt0zLcrvnO52qfTnU97fNe/S5M64qMjPjryB5jUkWt0zGNSx7QGjqdrGTqm0z6Z7s+iI74zz658Ots78hl4OgPm07mpdMUPOv2O+I72rvhB2wed/qSVg8WPa5yOeAaNH7S9a/orXuj4le3tG2q5NlT+XdMHboYrUkpzOwO0Ggu5EfY0j/GX3LRG+3PT2+Of27S9fdnmXfHtO1Jn/Iyu+Pb2DRa/WUf89K749j9knfGbtsc/2xU/Y0Vr+/PTOv4wdcRPndY+3+nT29unTun4Aw3MmN4xjynt7dOntrdPmdw+jxlTl7fHb9KxDFPa46dN6shnckf+XfGT2qc/Ndrjp8Xzg8XT1d4+nWmpI37lgPErOuJXti/v9I74qcs74pe3x0/piJ/x3IDxzz7Xns/zHfl0xT/XHg8w/ZkBx+mI59mO+Kc74pe1fxbd8R3Tf6oj/pmO6Q8av3RDxXfk/+Szg8Uv7Yh/unsdx4qV23YO1Bo8tSpJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRKWchJkiRVykJOkiSpUhZykiRJlYqU0rBzUIeIuB1YNuw81tO2wGPDTmI9mP9w1Z4/1L8M5j9ctecPgy/DYymluS9UMhubycNOQGNallKaM+wk1kdE3FTzMpj/cNWeP9S/DOY/XLXnDxvHMowyT61KkiRVykJOkiSpUhZyo+2rw05gA6h9Gcx/uGrPH+pfBvMfrtrzh41jGUaWNztIkiRVyiNykiRJlbKQG5KI2DkiFkTEnRGxOCI+XNovjIiFpXsgIhaW9pklfmlEnDbc7LNxLMOsiHimMeyMyvKfGhFnR8RtEXFrRBw8ovnvHRHXl/xvioj9S/sREbGo0X7gMPMvOQ26DB9rrJvbI2JFRGwzgvm/OiKuK9vKZRGxRWkfqf14HPnXsg935T9S+3DJaXpE3FjyWRwRf1fad42IGyLi3vI3aWppn1fyXxgR10bE7MryP7Wx/dwTEY8PM/+NQkrJbggdsAOwb+l/EXAPMLsv5l+AT5X+zYADgXnAacPOf5zLMAu4fdh5r0f+xwNnl/7tgZuBSaOWP3AlcGhpPwz4QenfnFWXU7wKuGtU10HXMvSNezhw9Yjm/xPg9aX9fcBnS/9I7cfjyL+KfXiM/EdqHy55BLB56Z8C3AAcAHwDOLq0nwEcV/q3aIz7NuB7NeXfN+4HgbOGvR3V3nlEbkhSSg+nlG4p/U8CdwI79oZHRADvBM4vMU+llK5lhB4QPOgyjJpx5D8buKrEPwo8Dgzt2Uhj5J+ALUrYlsAvSszSVP56kguKoV8gO+gy9DmGIW9bY+S/F3BNCZsPvL3EjNR+PGj+o2Yc+Y/UPlzySCmlpeXXKaVLwCHARaX9XOCPS/xvGqMPfT8eNP8+Q9+HNwYWciMgImYB+5D/k+k5CHgkpXTvMHIa1ADLsGtE/DQi/iciDprAFMe0jvnfChwREZMjYldgP2DnicyzS1/+JwCnRMSDwOeBTzbi/iQi7gK+Qz5SMTLWdRlK7KbAXOCbE5tlt778bycfLQF4ByOynYxlgPxr2Ie78h/JfTgiNol8Ccej5MLzPuDxlNLyEvIQq/+TeXxE3Ad8DvjQROfbb9D8yzi7ALsCV09krhsjC7khi4jNyV9GJ/T9p1XNfyoDLMPDwEtTSvsAHwHO6127MkwD5H8W+Q/STcAXgR8DyxmylvyPA05MKe0MnAh8rRebUro4pfRy8n/Hnx1Gvm0GWYbicOBHKaVfTWym7Vryfx9wfETcTD7l99ww81ubAfKvZR/uyn8k9+GU0oqU0t7ATsD+wO+1hTXiT08pvQz4OPC3E5Nlt0HzL44GLkoprXih89voDfvc7u9yRz4EfQXwkb72ycAjwE4t47yHEbi2Zn2WoRHzA2BOxfn/mL5r6kYhf+AJVl0LF8BvOsa9H9h2FLehtS0DcDHwp8POfaxtqDF8T+DGvraR2Y/Hk39j2Mjuw+uY/9D34ZacPg18jPxu0sml7Q+BK1piJwFPDDvn8eQP/BR4zbDz3Rg6j8gNSbn+6mvAnSmlL/QNfhP5QvSHJj6zdTfoMkTEdhGxSenfDdgD+NlE5dtvHPlvGhGblf43A8tTSndMWMJ9xsj/F8DrS/8hwL0lfvcyDhGxLzAV+OXEZbymQZehjLNlGXbJROXZpSv/iNi+/JxEPmIy1Ls7uwyafy378Bj5j9Q+XPLYLiK2Kv0zyH977gQWAEeWsGMp23tE7NEY/Y9o7BvDMGj+JW4vYGvguonNdiM17Eryd7Uj37mWgEXAwtIdVoadA8xrGecB4FfAUvLpgWEfDRpoGcgXHC8mX6dyC3B4ZfnPAu4m/5H6PrDLKOZf2m8un/MNwH4l/uPl819I/gN64DDzH88ylHHeA1ww7NzXkv+HyXdQ3gOcTDm6WMYZmf140Pxr2YfHyH+k9uGS06vIR6cWka/t690lvxtwI7AE+C9gWmn/18Z+vAB4RU35l2GfAU4e9me/sXS+2UGSJKlSnlqVJEmqlIWcJElSpSzkJEmSKmUhJ0mSVCkLOUmSpEpZyEkNEbEiIhZGxO0RcVnv+UiN4SdGxLLyLLNe28ER8UR5bdGdEfHp0j4zIhZExNKIOK1vOt+LiFsjYnFEnNF7NldfzEci4o6IWBQRV5VX2rTlvF9E3BYRSyLiS41nxZ0TEfeX5VkYER8q7Q9ExLZ9+X+7b5qXRMQaz3iKiHeVfBaX/M9s+YxOL/O7IyKeacz/yJbpnRAR727ke2Tp36Z8nu8tz6n6XtuyDyoiZkXE7aV/TkR8qSNutc+otG0aEd+JiLvK8p/cGDYtIi4s6+CGyK+LWts2cExZb4vK9rDa/BpxcyPi7jLtTzTaD4mIW8q2em5ETO4Yf9eS070lx6mNYe8s62lxRJzXMf5ZEfFo73NrtH+25L4wIq6MiJd0jH9smfe9EXFso711u+0bN8qwJWVe+65tun3jbxMR80vM/IjYekNMVxopw37+iZ3dKHXA0kb/ucBJfcNvBH4IvKfRdjDw7dK/GfkBnfuV/gOBefQ9xR/YovwM8quFjm7J5Q3ApqX/OODCjpxvJD85PYDLgUNL+znAkS3xD9B4o0Mz//L7VsCD5Gdt7dpon0t+ttuO5fdNyK9C2qsjr1nA7WN81pPJz56a3MwX2BL4CXBcI/Zs4LUbYP2OmVPXZ1TaNgXeUPqnlu2g91n/FXBG6T+6t666toGy7I/25kF+Z+ZnWvLYhPzeyt3KPG8lv/h9UllHe5a4vwfe37Es3+htX+QH4x5X+vcgP/9r6/L79h3jvw7Yt/9z623Dpf9DveXvi9mG/MDgbcgPgP1ZY36t223f+IeVYQEcANywtun2jf854BOl/xPAP2+I6drZjVLnETmp23Ws/qLqlwGbk58Uf0zbCCmlp8jFzstSSk+llK4FlrXE9d7pOpn8Bb3GAx1TSgtSSk+XX68nv8dwNRGxA/kL9bqUUgK+Tn6P6vp4O3AZcAG5KOk5CfhoSunnJb8VKaWzUkp3j3M+hwC3pFUv1ob8+V4OnJdS+nKj/VvAn/VPoBxhOqzx+zkR8fZy5O2H5YjVLRHxmpZxf3skshw5u7IcBfwK+Qt+NSmlp1NKC0r/c+QH4vbWyRHkwh/gIuCNERFjbANRus3KkagtyG+z6Lc/sCSl9LMyzwvKvGYCz6aU7ilx88nrrX8Zg/w5X1SazmXV9vEXwOkppV+XZXq0Zf6klK4hP8C4v735XuLNaNmGgbcC81NKvyrzmQ/MHWC7PQL4esquB7Yq47ZOt2P83nppLvv6TlcaGRZyUovIpzrfCFzaaD4GOJ98JGavKK8B6htvJvk//MXrMI8ryEdlnmTVF22X95MLnH47kt8O0PMQjeITOCVWndp8ZaN9Qa8dOLNvmr3lPJ/VC9ZXkIuXDeW15KK36QvAtSmlU/vabwIOapnGBcBRAOWU4RuB75I/1zenlPYtw1tPoTZ8usx3H/I6f+lYwZFPJx8OXFWadiQfIaMUpk+Qi61WKaXnyUdZbyMXcLPJr5rq99vpFr31+xgwJSLmlPYjgZ1bxp8JPN4olpvbx57AnhHxo4i4PiIGLlgi4h8j4kFykf2p0jYnInrbVFf+ndttRMyLiHnrMH5be78Xp5QeBig/e/vs+k5XGhkWctLqZpTi5pfk0yvzG8OOJr8aaiXw38A7GsMOioifAleSXz2z1kIupfRWYAdgGvmoSauIeBcwBzilbXDbpBv9H0sp7V262xrtb+i1Ax9ozOvFwO7kouYeYHlE/H5LTq8sheB9EXHUGIs5lh2A/+truxo4oqVIfhRouwbrcuCQiJgGHApck1J6hvwi9X+PiNvIrweavZZcXgf8B0BK6TvAr7sCy7Vo5wNfSin13jO6tvXQP40p5EJun7Jci4BPtoW2TbccxToaODUibiT/M7C8JXasvCaTT68eTC7Y17jecW1SSiellHYG/hP469J2U0qpt011zb8zr5TSGSml3rtpBx5/Hb1Q05UmnIWctLpnSnGzC/mU5/EAEfEq8pfe/Ih4gPwl2jxa9cOU0j4ppf0aX0JrlVJaRj4CdETb8Ih4E/mU5ttSSs+2hDzE6qdcd6L9FN26Oop8bdD9ZTlnser06mLytVKklG4rn9PlwIxxzusZYHpf2wXAl4HvRsSLGu3TS/xqyuf3A/IpsaPK+AAnAo8AryYXwVP7x22xrl/YXwXuTSl9sdH2EOWIWCn0tqTldGTD3iX/+0pR9g3gNRGxc+MI6rzmdIvfrt9yWvKglNL+wDWUl6dHxBVl/DPJR+62ilU3QjS3j4eAS1JKz6eU7ie/g7T5QvZBnEfLqd0x8l/X7Xas8Vs/lz6PlFOmvcsQeqeP13e60siwkJNapJSeIF/A/dFy9OQY8sXos0r3EmDH6LiTdCwRsXnjy2Uy+cLru1ri9gG+Qi7iuq5fehh4MiIOKNdDvRu4ZNCcGo4B5vaWk3zTRq+Q+yfg8xHR/AIebxEH+WaK3fsbS4F0FXBxrLrDck/yC7nbXAC8l3zq9YrStiXwcDl6+ufkmwbGcg3lGryIOJRczK4hIv6hTPuEvkGXAr07HI8Eri4FWpefA7MjYrvy+5uBO1NKDzaOoJ5Bvuljj8h3nk4lr4tLSy7bl5/TgI+Tb2QgpfTWMv4HSg4LSk6UHHvbx7fIN9QQ+Y7ZPckX96+TiGgWfW+jZRsmr4+3RMTW5Y7RtwBXDLDdXgq8u9xlegDwRBm3dbod4/fWS3PZ13e60uhY17si7Ox+Fzoad62W3y8jFwL3Ay/vG/YF8hfowTTu+uyLeYB8ZGYp+b/92cCLyV/Qi8hHuf6Ncudm37jfJx9VWli6SxvDFjb655CLnPuA04Ao7ecwwF2r5KNvP++N3xh+C/AHpf9Y8nVddwA/Jh+d2qFj2Wcx9l2ru5BPhdKWL/lO1QvJ/3B+FPhgx3SmkE+Fn91o26N8vteTC9Cl/Tmx+t3GM8mnxW8BTgX+lzXvWt2JfNTuzsY6+UAZNp18CncJ+W7M3cbaBkr7vDKtReTtbGbH8h0G3FPW70mN9lPK+HcDJ4zxOe9WclpScpxW2oO8Dd9R1ukad06XuPOBh4HnS/7vL+3fLNtdL//e3cxzgDMb47+vzHsJ8N512G7nAfMaOZ5eYm4D5qzDdM/sxZX1ehX5aOVVwDbjna6d3ah2vR1HkiZcRFwM/E1K6d61xF0DHJHKHZaSpMxCTtLQRMRe5DsLrxkjZjvyM+S+NXGZSVIdLOQkSZIq5c0OkiRJlbKQkyRJqpSFnCRJUqUs5CRJkiplISdJklQpCzlJkqRK/T9weqdyp+0rSgAAAABJRU5ErkJggg==\n",
|
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"text/plain": [
|
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"<Figure size 1152x648 with 2 Axes>"
|
|
]
|
|
},
|
|
"metadata": {
|
|
"needs_background": "light"
|
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},
|
|
"output_type": "display_data"
|
|
}
|
|
],
|
|
"source": [
|
|
"fig2, ax2 = make_map(bbox=bbox)\n",
|
|
"cs2 = ax2.contourf(lons, lats, data, 80, cmap=cmap,\n",
|
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" 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
|
|
}
|