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"cell_type": "markdown",
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"source": [
"# Demo: Applying Quality Control.\n",
"In this example, we apply Quality Control (QC) on the demo data. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "1",
"metadata": {},
"outputs": [],
"source": [
"import metobs_toolkit"
]
},
{
"cell_type": "markdown",
"id": "2",
"metadata": {},
"source": [
"## Create your dataset\n",
"We start by creating a dataset."
]
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"id": "3",
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"Luchtdruk is present in the datafile, but not found in the template! This column will be ignored.\n",
"Neerslagintensiteit is present in the datafile, but not found in the template! This column will be ignored.\n",
"Neerslagsom is present in the datafile, but not found in the template! This column will be ignored.\n",
"Rukwind is present in the datafile, but not found in the template! This column will be ignored.\n",
"Luchtdruk_Zeeniveau is present in the datafile, but not found in the template! This column will be ignored.\n",
"Globe Temperatuur is present in the datafile, but not found in the template! This column will be ignored.\n",
"The following columns are present in the data file, but not in the template! They are skipped!\n",
" ['Globe Temperatuur', 'Luchtdruk_Zeeniveau', 'Neerslagsom', 'Rukwind', 'Neerslagintensiteit', 'Luchtdruk']\n",
"The following columns are found in the metadata, but not in the template and are therefore ignored: \n",
"['Network', 'stad', 'sponsor', 'benaming']\n"
]
}
],
"source": [
"\n",
"# Create the dataset and import data using the demo files\n",
"dataset = metobs_toolkit.Dataset()\n",
"dataset.import_data_from_file(\n",
" template_file=metobs_toolkit.demo_template,\n",
" input_data_file=metobs_toolkit.demo_datafile,\n",
" input_metadata_file=metobs_toolkit.demo_metadatafile,\n",
")"
]
},
{
"cell_type": "markdown",
"id": "4",
"metadata": {},
"source": [
"When importing raw data, there are two quality control checks that are applied by default:\n",
"\n",
" * Duplicate timestamp check: The timestamps are checked for duplicates, if a duplicate is detected, the timestamp is ignored. This will result in a gap.\n",
" * Invalid value check: All observations are casted to a numeric value. If the raw \n",
" value could not be converted to a numeric value, the timestamp is ignored. This will result in a gap.\n",
"\n",
"We can inspect the outliers at any time using the ``.outliersdf`` attribute.\n"
]
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"\n",
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\n",
" \n",
" \n",
" \n",
" \n",
" \n",
" value \n",
" label \n",
" \n",
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" datetime \n",
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"source": [
"dataset.outliersdf"
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},
{
"cell_type": "markdown",
"id": "6",
"metadata": {},
"source": [
"An empyt outliers dataframe indicates that there aren't any outliers found (yet). "
]
},
{
"cell_type": "markdown",
"id": "7",
"metadata": {},
"source": [
"\n",
"## Quality Control Checks\n",
"\n",
"In the MetObs_toolkit a set of quality-control checks are implemented. Each check aims at finding outliers based on different techniques. In general we can group QC checks in two: the individual and social checks. Individual checks take only the timeseries to check into account. In social check, the timeseries of other sensors are taken into account to test the quality of a target timeseries.\n",
"\n",
"\n",
"The following (individual) checks are available:\n",
"\n",
"* ``Dataset.gross_value_check()``: A threshold check that observations should be between the thresholds\n",
"* ``Dataset.persistence_check()``: Test observations to change over a specific period.\n",
"* ``Dataset.repetitions_check()``: Test if an observation changes after several records.\n",
"* ``Dataset.step_check()``: Test if observations do not produce spikes in time series.\n",
"* ``Dataset.window_variation_check()``: Test if the variation exceeds the threshold in moving time windows.\n",
"\n",
"\n",
"*Note*: For a detailed description we refer to the API documentation of the methods.\n",
"*Note*: All these checks can be applied on ``Dataset`` and ``Station`` objects.\n",
"\n",
"The following (social) checks are available:\n",
"* ``Dataset.buddy_check()``: Spatial buddy check.\n",
"\n",
"*Note*: The social checks can only be applied on ``Dataset`` objects.\n",
"\n",
"*Note*: In previous versions of the MetObs-toolkit, the [Titanlib](https://github.com/metno/titanlib/) package was used for QC. Since this complicated the installation, the link with Titanlib is dropped.\n",
"\n"
]
},
{
"cell_type": "markdown",
"id": "8",
"metadata": {},
"source": [
"### QC pipline on temperature observations\n",
"\n",
"As an example we apply a QC pipeline on temperature observations. Since some check depends on the time resolution, it is highly recommended to resample your data before applying QC.\n"
]
},
{
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"The present gaps are removed, new gaps are constructed for wind_direction data of station vlinder02..\n",
"The present gaps are removed, new gaps are constructed for humidity data of station vlinder02..\n",
"The present gaps are removed, new gaps are constructed for wind_speed data of station vlinder02..\n",
"The present gaps are removed, new gaps are constructed for temp data of station vlinder02..\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n",
"/home/thoverga/Documents/VLINDER_github/MetObs_toolkit/metobs_toolkit/qc_collection/repetitions_check.py:61: FutureWarning: When grouping with a length-1 list-like, you will need to pass a length-1 tuple to get_group in a future version of pandas. Pass `(name,)` instead of `name` to silence this warning.\n",
" [groups.get_group(outlgroup) for outlgroup in outlier_groups.index]\n"
]
}
],
"source": [
"target = 'temp'\n",
"\n",
"#Resampling\n",
"dataset.resample(target_freq='10min')\n",
"\n",
"#1. gross value check\n",
"dataset.gross_value_check(\n",
" target_obstype=target,\n",
" lower_threshold=-10.0,\n",
" upper_threshold=26.3)\n",
"\n",
"#2. persistence check\n",
"dataset.persistence_check(\n",
" target_obstype=target,\n",
" timewindow='60min',\n",
" min_records_per_window=3)\n",
"\n",
"#3. repetitions check\n",
"dataset.repetitions_check(\n",
" target_obstype=target,\n",
" max_N_repetitions=5\n",
")\n",
"\n",
"#4. repetitions check\n",
"dataset.step_check(\n",
" target_obstype=target,\n",
" max_increase_per_second = 8.0 / 3600.0, #depends on standard unit! \n",
" max_decrease_per_second = -10.0 / 3600.0) #depends on standard unit! \n",
"\n",
"#5. window variation check\n",
"dataset.window_variation_check(\n",
" target_obstype=target,\n",
" timewindow='60min',\n",
" min_records_per_window=3,\n",
" max_increase_per_second=8.0 / 3600.0, #depends on standard unit! \n",
" max_decrease_per_second = -10.0 / 3600.0, #depends on standard unit! \n",
" )"
]
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"/home/thoverga/anaconda3/envs/metobs_dev_py312/lib/python3.12/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n",
"/home/thoverga/anaconda3/envs/metobs_dev_py312/lib/python3.12/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n",
"/home/thoverga/anaconda3/envs/metobs_dev_py312/lib/python3.12/site-packages/numpy/_core/fromnumeric.py:57: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
" return bound(*args, **kwds)\n"
]
}
],
"source": [
"# 6. buddy check\n",
"\n",
"#Note: This check can only be applied on a Dataset\n",
"\n",
"dataset.buddy_check(\n",
" target_obstype=target,\n",
" #main check settings\n",
" buddy_radius=15000, #15km definition of buddy radius\n",
" std_threshold=2.0, #outlier threshold\n",
" #requirements\n",
" min_sample_size=5,\n",
" max_alt_diff=None, # Maximum elevation difference between stations\n",
" N_iter=3, #Number of iterations\n",
" instantanious_tolerance='4min', #Max timestamp tolerance for 'at the same time'\n",
" lapserate=None, #Specify the variation with altitude, if None no correction is applied\n",
" min_std=1.0, # Minimum standard deviation\n",
")"
]
},
{
"cell_type": "markdown",
"id": "11",
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"source": [
"Each check tests all the observation temperature records, and marked as outlier. These outliers are not checked by the next QC check. \n",
"\n",
"When a record is marked as an outlier:\n",
" * It is added to the set of outliers. (See ``Dataset.outliersdf``)\n",
" * It value is set to NaN in the timeseries. (See ``Dataset.df``)"
]
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"source": [
"#Values are set to NaN in the timeseries\n",
"\n",
"#Filter to temperature records of a problematic station as illustration.\n",
"dataset.df.xs('vlinder05', level='name').xs('temp', level='obstype')"
]
},
{
"cell_type": "markdown",
"id": "14",
"metadata": {},
"source": [
"We can visually see the effect of QC by plotting the timeseries, and specifying to colorby the label."
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "15",
"metadata": {},
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uZ4UKFahdu3a2x0RQUBAPPfSQ9XbdunUJCwsjKirKZhl1xr/tjSuv55azY/L19eXxxx/Pdh53vOblxt44fvzxR6KioqhXr57NfenYsSNAvp/rQgghCpcszxRCCOHxqlatanM74wt7RESE3e0Zga+YmBgA65eUrEJCQgDLF57p06czcuRIypcvT8uWLenevTsDBgygQoUKTvWVwcvLK9e8XRliYmK4fPky5cqVs7s/Izl/+/bt6d27N5MnT2bmzJl06NCBnj178sgjj+SZyHzPnj289tpr/PXXX1y5csVmX175p3Jy6NAhlFKMHz+e8ePH5zj2zEGM6tWrO9R3cHAw58+fz7VNRrAs47qFhITkO3iQVe3atW1u16xZE4PBkC2/kSPHBgUFUbFiReuxzj6OHJX1OVKqVCnA+eeCo6pXr86IESN47733WLBgAe3ateP+++/n0UcfzXVpJkBcXBwTJkxg2bJl2YLUWR+PBoOBGjVq2GyrU6cOQLa/R9Zrn9H2hx9+cPRuAZZrtXPnTusSxqwynpPHjh2jYsWK2Zb01a1b16HzHDt2LFvOPrBUEs7Yf8stt1i35/U3dlZMTAxKKbvXDchWtKRKlSo2gVmwvObm9TqcWV7PLWfHVLlyZbsVXd3xmpcbe+OIiYlh3759eT6OhBBCeDYJmgkhhPB4Oc1Oymm7up4kPCNp99dff20NfmWWeZba8OHDue+++1i6dCm///4748ePZ9q0afz11180adLEqb7AEogzGPKe0K3rOuXKlWPBggV292d84dI0jUWLFrFx40b+7//+j99//50nnniCGTNmsHHjxhxz8SQkJNC+fXtCQkKYMmUKNWvWxM/Pj//++4/Ro0dnS2zuqIzjRo0aRZcuXey2qVWrls3tzLM/clO/fn22b99OXFxctkBBhp07dwJYAyr16tVj27ZtHD9+PNuX+ILKGigoCGcfR45y5XPBUTNmzGDQoEH8/PPP/PHHHwwbNsyaqyqngLHZbOauu+7i4sWLjB49mnr16hEYGMjJkycZNGhQvh+PrqTrOnfddRevvPKK3f0ZQbvCltff2Fm6rqNpGr/99pvdvrO+puT3dTg3WZ9bzo7J3muKK17zcnrOZy4kkNc4dF2nYcOGvPfee3aPcfXrlBBCCPeQoJkQQogSq2bNmoBlNlLnzp0daj9y5EhGjhxJTEwMjRs3ZsaMGXzzzTdO9+XMGP/880/atGnjUFCpZcuWtGzZkjfeeIOFCxfSv39/vvvuO5566im77aOjo7lw4QJLlizhjjvusG6PjY11aHw5fXnMCFZ5e3u79HoA3HfffSxcuJCvvvqK1157Ldv+K1eu8PPPP9O0aVPrOO677z6+/fZbvvnmG8aOHVug88fExNjMijt06BC6rjuUKD8mJoY777zTejsxMZH4+Hi6desGOP+YdBV3nbdhw4Y0bNiQ1157jX/++Yc2bdrwySef8Prrr9ttv2vXLg4ePMj8+fNtCj2sXLnSbntd1zly5IhNoOrgwYMA2f4eGbPpMjt48KDThRVq1qxJYmJintepWrVqrFq1isTERJtgzoEDBxw6T7Vq1ey2zVg+WK1aNSdGnbOcnsM1a9ZEKUX16tULLRCY13PLFWNy5jUvp2uTMYsvayXUjOXOjqhZsyY7duygU6dOLg28CyGEKFyS00wIIUSJ1aVLF0JCQnjzzTft5gE7d+4cYKmWl5KSYrOvZs2aBAcHk5qa6lRfzurXrx9ms5mpU6dm22cymaxf2i5dupRt5kbjxo0BrGO0J2O2RuZj09LS+Pjjjx0aX0bVz6xfHsuVK0eHDh349NNPiY+Pz3Zcfq8HWCqZNmjQgLfeeot///3XZp+u6zz33HNcunSJcePGWbf36dOHhg0b8sYbb7Bhw4ZsfV69etWmfW4++ugjm9sffPABAPfcc0+ex3722Wc2j485c+ZgMpmsx7rrcZQXV5/3ypUrmEwmm20NGzbEYDA4/XhUSjF79uwcj/nwww9t2n744Yd4e3vTqVMnm3ZLly61yaO3efNmNm3a5NDfLbN+/fqxYcMGfv/992z7EhISrPe7W7dumEwm5syZY91vNputj5e8dOvWjc2bN9s8XpOSkvjss8+IjIykfv36To07J4GBgdaxZ9arVy+MRiOTJ0/O9tqilOLChQsuOX9meT23XDEmZ17zAgMD7S7XzAgyZ+SvA8vf9rPPPsvz/Bn69evHyZMn+fzzz7Ptu3btWq4VhIUQQngOmWkmhBCixAoJCWHOnDk89thjNG3alIceeojw8HDi4uL49ddfadOmDR9++CEHDx6kU6dO9OvXj/r16+Pl5cVPP/3EmTNnrImvHe3LWe3bt+eZZ55h2rRpbN++nbvvvhtvb29iYmL48ccfmT17Nn369GH+/Pl8/PHHPPDAA9SsWZOrV6/y+eefExISYp3FZE/r1q0pVaoUAwcOZNiwYWiaxtdff+3wki5/f3/q16/P999/T506dShdujS33HILt9xyCx999BFt27alYcOGPP3009SoUYMzZ86wYcMGTpw4wY4dO5y+HmCZvbZ48WI6duxI27Ztefzxx2nevDkJCQksXLiQ//77j1dffZVevXrZHLNkyRI6d+7MHXfcQb9+/WjTpg3e3t7s2bOHhQsXUqpUKd544408zx8bG8v9999P165d2bBhA9988w2PPPIIjRo1yvPYtLQ062PpwIEDfPzxx7Rt25b7778fcN/jKC+uPu9ff/3F0KFD6du3L3Xq1MFkMvH1119jNBrp3bt3jsfVq1ePmjVrMmrUKE6ePElISAiLFy/OMS+Xn58fK1asYODAgdx+++389ttv/Prrr7z66qvZckXVqlWLtm3b8txzz5GamsqsWbMoU6ZMjsssc/Lyyy+zbNkyunfvzqBBg2jWrBlJSUns2rWLRYsWcfToUcqWLct9991HmzZtGDNmDEePHqV+/fosWbLE4ZxZY8aM4dtvv+Wee+5h2LBhlC5dmvnz5xMbG8vixYsdWt7tiGbNmgEwbtw4HnroIby9vbnvvvuoWbMmr7/+OmPHjuXo0aP07NmT4OBgYmNj+emnnxg8eDCjRo1yyRgy5PXccsWYnHnNa9asGd9//z0jRozgtttuIygoiPvuu48GDRrQsmVLxo4dy8WLFyldujTfffddtkBxbh577DF++OEHnn32Wf7++2/atGmD2Wxm//79/PDDD/z+++80b97cuQsohBCi8BVmqU4hhBBiyJAhKqe3n4EDB6pq1apZb8fGxipAvfPOOzbt/v77bwWoH3/80Wb73LlzFaC2bNmSrX2XLl1UaGio8vPzUzVr1lSDBg1S//77r1JKqfPnz6shQ4aoevXqqcDAQBUaGqpuv/129cMPP2QbY159ZdyPwMBAh+5jhs8++0w1a9ZM+fv7q+DgYNWwYUP1yiuvqFOnTimllPrvv//Uww8/rKpWrap8fX1VuXLlVPfu3W3Om5P169erli1bKn9/f1WpUiX1yiuvqN9//10B6u+//7a2mzhxogLUuXPnbI7/559/VLNmzZSPj48C1MSJE637Dh8+rAYMGKAqVKigvL29VeXKlVX37t3VokWLrG1y+rvk5dy5c2rkyJGqVq1a1nMD6ssvv8zxmEuXLqkJEyaohg0bqoCAAOXn56duueUWNXbsWBUfH5/r+TLu/969e1WfPn1UcHCwKlWqlBo6dKi6du2aTdtq1aqpgQMHZruPq1evVoMHD1alSpVSQUFBqn///urChQvZzuXI4yhjPI6c195jPuvf19Hz2pO1vyNHjqgnnnhC1axZU/n5+anSpUurO++8U/3555+59qOUUnv37lWdO3dWQUFBqmzZsurpp59WO3bsUICaO3eutV3G8+jw4cPq7rvvVgEBAap8+fJq4sSJymw2W9tlfp2YMWOGioiIUL6+vqpdu3Zqx44dNud25JoqpdTVq1fV2LFjrY+9smXLqtatW6t3331XpaWlWdtduHBBPfbYYyokJESFhoaqxx57TG3bti3bfcnJ4cOHVZ8+fVRYWJjy8/NTLVq0UL/88otNm5xe7zLutyPnmTp1qqpcubIyGAwKULGxsdZ9ixcvVm3btlWBgYEqMDBQ1atXTw0ZMkQdOHDA2qZ9+/aqQYMG2fqtVq2auvfee7NtB9SQIUOst515bhV0TEo5/pqXmJioHnnkERUWFqYAm9fmw4cPq86dOytfX19Vvnx59eqrr6qVK1dm6yO3caSlpanp06erBg0aKF9fX1WqVCnVrFkzNXnyZHX58mW7xwghhPAsmlL5zB4qhBBCCFGIdu3aRbt27YiIiGDdunV5Vml01qRJk5g8eTLnzp2jbNmyTh07b948Hn/8cbZs2SKzR1xk0KBBLFq0iMTExFzbHT16lOrVq/POO++4fGaUcI2CPLeEEEKIoiQ5zYQQQghRLDRs2JCff/6ZmJgYevbsSVpaWlEPSQghhBBClGCS00wIIYQQxUb79u2zFW0QQgghhBDCHWSmmRBCCCGEEEIIIYQQWUhOMyGEEEIIIYQQQgghspCZZkIIIYQQQgghhBBCZCFBMyGEEEIIIYQQQgghsijxhQB0XefUqVMEBwejaVpRD0cIIYQQQgghhBBCFCGlFFevXqVSpUoYDDnPJyvxQbNTp04RERFR1MMQQgghhBBCCCGEEB7k+PHjVKlSJcf9JT5oFhwcDFguREhISBGPRgghhBBCCCGEEEIUpStXrhAREWGNGeWkxAfNMpZkhoSESNBMCCGEEEIIIYQQQgDkmcZLCgEIIYQQQgghhBBCCJGFBM2EEEIIIYQQQgghhMhCgmZCCCGEEEIIIYQQQmRR4nOaCSGEEEIIIYQQNzuz2Ux6enpRD0OIQmE0GvHy8sozZ1leJGgmhBBCCCGEEEKUYImJiZw4cQKlVFEPRYhCExAQQMWKFfHx8cl3HxI0E0IIIYQQQgghSiiz2cyJEycICAggPDy8wDNvhPB0SinS0tI4d+4csbGx1K5dG4Mhf9nJJGgmhBBCCCGEEEKUUOnp6SilCA8Px9/fv6iHI0Sh8Pf3x9vbm2PHjpGWloafn1+++pFCAEIIIYQQQgghRAknM8zEzSa/s8ts+nDBOIQQQgghhBBCCCGEKFEkaCaEEEIIIYQQQgghRBYSNBNCCCGEEEIIIUSxEh0djaZpJCQkFPVQRAkmQTMhhBBCCCGEEEIIIbKQoJkQQohiS2HCzFEUpqIeihBCCCGEEKKEkaCZEEKIYklhIon+JNGdJPpL4EwIIYQQooRJTU1l2LBhlCtXDj8/P9q2bcuWLVvstk1OTuaee+6hTZs2smRTuIxXUQ9ACCGEyA+dE+jsuf7vPeicwEhk0Q5KCCGEVeqsbagraWghPvgOb1LUwxFCZNI6tR9n1IVCP295rQz/+P7gcPtXXnmFxYsXM3/+fKpVq8bbb79Nly5dOHTokE27hIQE7r33XoKCgli5ciUBAQGuHrq4SUnQTAghRLFkoAoGGqCzBwMNMFClqIckhBAik9TZ21Ank9AqB0rQTAgPc0Zd4CRnCv/EyvGmSUlJzJkzh3nz5nHPPfcA8Pnnn7Ny5Uq+/PJLbrvtNgBOnz7Ngw8+SO3atVm4cCE+Pj7uGLm4SUnQTAghRLGk4UUgC9A5gYEqaPKWJoQQQgjhkPJaGacCWC49r4MOHz5Meno6bdq0sW7z9vamRYsW7Nu3zxo0u+uuu2jRogXff/89RqPR5WMWNzf5hiGEEKLY0vCSJZlCCCGEEE5yZomkp7v33ntZvHgxe/fupWHDhkU9HFHCSCEAIYQQQgghhBBCeJSaNWvi4+PD+vXrrdvS09PZsmUL9evXt2576623GDhwIJ06dWLv3r1FMVRRgslMMyGEEEIIIYQQQniUwMBAnnvuOV5++WVKly5N1apVefvtt0lOTubJJ59kx44d1rbvvvsuZrOZjh07Eh0dTb169Ypw5KIkkaCZEEIIIYQQQgghPM5bb72Frus89thjXL16lebNm/P7779TqlSpbG1nzpxpEzirU6dOEYxYlDSaUqoI0v8VnitXrhAaGsrly5cJCQkp6uEIIYQQQghxU7hS/X/W6pkhsU8U9XCEuGmlpKQQGxtL9erV8fPzK+rhCFFocnvsOxorkpxmQgghihWFCTNHUZhQmDBxGDOHUZiKemhCCCGEEEKIEkSWZwohhCg2FCaS6I/OHgw0QEcH9gFgoAGBLECTtzYhhBBCCCGEC8g3CyGEEMWGmWPo7AGw/j+Dzh50TmAksghGJoQQQgghhChpZHmmEEKIYkFhIoUxOe430AADVQpxREIIIYQQQoiSTGaaCSGEKBZ0jqFfX4qZlR8f401rWZophBBCCCGEcBmZaSaEEKJYyLnUc000yqJzTIoBCCGEEEIIIVxGfpIXQghRLChCAY0b4TNvIB04zDX6AVIMQAghhBBCCOE6MtNMCCGExzOTyDU6YDvfLD1bu4xiAEIIIYQQQghRUBI0E0II4fFM/OFgyxpSDEAIIYQQQgjhEhI0E0II4fE0WjvY8jhmEt06FiGEEEIIIcTNQYJmQgghPJrCRApPONg6nWQ6opPi1jEJIYQQQgghSj4JmgkhhPBolhxlcU4ckYaZre4ajhBCCCGEEOImIUEzIYQQHkthwsw1J4/yw0gzt4xHCCGEEEIUnqtXr9K/f38CAwOpWLEiM2fOpEOHDgwfPhyAr7/+mubNmxMcHEyFChV45JFHOHv2rPX46OhoNE3j119/5dZbb8XPz4+WLVuye/fuIrpHorjxKuoBCCGEEPYoTCTRH509Dh/jyxS86YYBPzeOTAghhBCi+EudtY3U2dsK7Xy+LzbBd3gTp44ZMWIE69evZ9myZZQvX54JEybw33//0bhxYwDS09OZOnUqdevW5ezZs4wYMYJBgwaxfPlym35efvllZs+eTYUKFXj11Ve57777OHjwIN7e3q66e6KEkqCZEEIIj6RzwqmAGYQAt6M4jaIKmrzFCSGEEELkSF1JQ51MKtTzOePq1avMnz+fhQsX0qlTJwDmzp1LpUqVrG2eeOJG3tsaNWrw/vvvc9ttt5GYmEhQUJB138SJE7nrrrsAmD9/PlWqVOGnn36iX79+BblL4iYg3yiEEEJ4JI0KaNRCccjBI66QShdSAQMNCGSBBM6EEEIIIXKghfigVQ4s1PM548iRI6Snp9OiRQvrttDQUOrWrWu9vXXrViZNmsSOHTu4dOkSuq4DEBcXR/369a3tWrVqZf136dKlqVu3Lvv27cvvXRE3Efk2IYQQwuMoTCQz0ImAmS2dPeicwEikawcmhBBCCFFC+A53frmkJ0lKSqJLly506dKFBQsWEB4eTlxcHF26dCEtzblZbULkRAoBCCGE8DjOL83MqiIGqrhsPEIIIYQQonDVqFEDb29vtmzZYt12+fJlDh48CMD+/fu5cOECb731Fu3ataNevXo2RQAy27hxo/Xfly5d4uDBg0RFRbn3DogSQWaaCSGE8DiWgFdVIC5fx/vyjizNFEIIIYQoxoKDgxk4cCAvv/wypUuXply5ckycOBGDwYCmaVStWhUfHx8++OADnn32WXbv3s3UqVPt9jVlyhTKlClD+fLlGTduHGXLlqVnz56Fe4dEsSQzzYQQQngcDS8CWJjv49N5E4XJhSMSQgghhBCF7b333qNVq1Z0796dzp0706ZNG6KiovDz8yM8PJx58+bx448/Ur9+fd566y3effddu/289dZbvPjiizRr1ozTp0/zf//3f/j4OJdjTdyc5Gd4IYQQHkkjId/H6uyVnGZCCCGEEMVccHAwCxYssN5OSkpi8uTJDB48GICHH36Yhx9+2OYYpVS2ftq2bcvu3bvdO1hRIknQTAghhEcyUAWNeij2O32sRk3JaSaEEEIIUcxt27aN/fv306JFCy5fvsyUKVMA6NGjRxGPTNwsJGgmhBDCIylMKFLzeexxFCbJayaEEEIIUcy9++67HDhwAB8fH5o1a8batWspW7ZsUQ9L3CTk24QQQgiPozCRyINAbD57SMPMVgy0ceWwhBBCCCFEIWrSpAlbt27N9/EdOnSwu1xTCEdJIQAhhBAeR+cEcLgAPXhjpJmrhlOsKUyYOSqFEYQQQgghhHCSBM2EEEJ4FEtwxwzUK0AvkbI0E8u1TKI/SXQnif4SOBNCCCGEEMIJRRo0mzNnDrfeeishISGEhITQqlUrfvvtN+v+lJQUhgwZQpkyZQgKCqJ3796cOXOmCEcshBDCnW4EeXqQ/6WZADGYOeKqYRVbOifQ2XP933uuz+ATQgghhBBCOKJIg2ZVqlThrbfeYuvWrfz777907NiRHj16sGeP5QP+Sy+9xP/93//x448/snr1ak6dOkWvXr2KcshCCCHcKHOQh3wWAchg4njBB1TMGaiCgQbX/91AKooKIYQQQgjhhCJdu3LffffZ3H7jjTeYM2cOGzdupEqVKnz55ZcsXLiQjh07AjB37lyioqLYuHEjLVu2LIohC+FSOimkswFFWoH7UphRXEKjFBrGPNsb8MGLVhjwK/C5hXAVjQqAH5BS4L7SGI0P627Kx7jChM4JDFQhgPmY2QxUKOphCSGEEEIIUax4TMIXs9nMjz/+SFJSEq1atWLr1q2kp6fTuXNna5t69epRtWpVNmzYkGPQLDU1ldTUG7MTrly54vaxC5EfOikk0hpcEDDLPz+CbtKggvBMitO4ImBmkXJTVtDMWOKqsweN+miAzl4ANOoTxELJ9yaEEEIIIYQDirwQwK5duwgKCsLX15dnn32Wn376ifr163P69Gl8fHwICwuzaV++fHlOnz6dY3/Tpk0jNDTU+l9ERISb74EQ+WOZ+VGUATPICCoI4Sk0KqBRyUW93ZwVNDMvcVXstQbMbtyWvGZCCCGEEJ5i3rx52eIexcnRo0fRNI3t27cDEB0djaZpJCQkFOm4XKXIg2Z169Zl+/btbNq0ieeee46BAweyd+/evA/MwdixY7l8+bL1v+PHJaeN8DwKE9f4oKiHAfjdlEEF4ZkUJpIZiOKUS/rzZslNOYvSkrcsKoe9fteXwAohhBBCCOGcQYMG0bNnz1zbtG7dmvj4eEJDQwtnUG5W5OszfHx8qFWrFgDNmjVjy5YtzJ49mwcffJC0tDQSEhJsoq5nzpyhQoWcP/D7+vri6+vr7mELUSCWmR77rLeNjMVI2QL1KTnNRHFnWwSg4NLphS8bbrrHuIYX/rzANZ63szfl+hLYyEIelRBCCCGE+6WlpeHj41PUw7ip+fj45BqzcYQn/R2LfKZZVrquk5qaSrNmzfD29mbVqlXWfQcOHCAuLo5WrVoV4QiFKDhLRbv61/9dnwAexI8uBfrPn24E0B9/ujnU3oc7b7pggvBsmSs9ukb6Tbv82EBTIPsHDamgKYQQQoji4urVq/Tv35/AwEAqVqzIzJkz6dChA8OHD7e2iYyMZOrUqQwYMICQkBAGDx4MwOLFi2nQoAG+vr5ERkYyY8YMm74//vhjateujZ+fH+XLl6dPnz7WfYsWLaJhw4b4+/tTpkwZOnfuTFJSUrbx6bpOlSpVmDNnjs32bdu2YTAYOHbsGADvvfceDRs2JDAwkIiICJ5//nkSExNzvN/2ZnMNHz6cDh062Jx72rRpVK9eHX9/fxo1asSiRYtyvZ6XLl1iwIABlCpVioCAAO655x5iYmKs+ydNmkTjxo1tjpk1axaRkZHW/fPnz+fnn39G0zQ0TSM6Ojrbeewtz1y3bh3t2rXD39+fiIgIhg0bZnNNc/o7eoIiDZqNHTuWNWvWcPToUXbt2sXYsWOJjo6mf//+hIaG8uSTTzJixAj+/vtvtm7dyuOPP06rVq2kcqYo9nRS0Dl0/d+HUZiKeERCFD3LDKkvwYVBHc2lQbjiwbL8+0lscyb6EsBiAlkgRQCEEEIIkW8KE2aOFsr3lxEjRrB+/XqWLVvGypUrWbt2Lf/991+2du+++y6NGjVi27ZtjB8/nq1bt9KvXz8eeughdu3axaRJkxg/fjzz5s0D4N9//2XYsGFMmTKFAwcOsGLFCu644w4A4uPjefjhh3niiSfYt28f0dHR9OrVC6VUtvMaDAYefvhhFi5caLN9wYIFtGnThmrVqlnbvf/+++zZs4f58+fz119/8corrxTo2kybNo2vvvqKTz75hD179vDSSy/x6KOPsnr16hyPGTRoEP/++y/Lli1jw4YNKKXo1q0b6enpDp1z1KhR9OvXj65duxIfH098fDytW7fO87jDhw/TtWtXevfuzc6dO/n+++9Zt24dQ4cOtWmX9e/oKYr0k/PZs2cZMGCAdb3rrbfeyu+//85dd90FwMyZMzEYDPTu3ZvU1FS6dOnCxx9/XJRDFqLALJXt+nHjC23qTVnhT4isLM+NR8CFiep1dgJ3uKy/4kDnmJ1lrqnonMFIzSIZkxBCCCGKv8wVug00cOuPcVevXmX+/PksXLiQTp06ATB37lwqVcpeMKpjx46MHDnSert///506tTJGnipU6cOe/fu5Z133mHQoEHExcURGBhI9+7dCQ4Oplq1ajRp0gSwBM1MJhO9evWyBr0aNmyY4zj79+/PjBkziIuLo2rVqui6znfffcdrr71mbZN1Ztzrr7/Os88+m+/YRmpqKm+++SZ//vmndRVejRo1WLduHZ9++int27fPdkxMTAzLli1j/fr11kDXggULiIiIYOnSpfTt2zfP8wYFBeHv709qaqpTyy+nTZtG//79rdehdu3avP/++7Rv3545c+bg52dZ/ZT17+gpijRo9uWXX+a638/Pj48++oiPPvqokEYkhPuZOQbE2Wwz0KhoBiOEB7E8N464tM9UPsSb1jfN7CpLMYWxdvel8Dxpbv6AK4QQQoiSK3P+WZ096JzA6KY8qUeOHCE9PZ0WLVpYt4WGhlK3bt1sbZs3b25ze9++ffTo0cNmW5s2bZg1axZms5m77rqLatWqUaNGDbp27UrXrl154IEHCAgIoFGjRnTq1ImGDRvSpUsX7r77bvr06UOpUqXsjrNx48ZERUWxcOFCxowZw+rVqzl79qxNEOrPP/9k2rRp7N+/nytXrmAymUhJSSE5OZmAgACnr82hQ4dITk62TjbKkJaWZg3+ZbVv3z68vLy4/fbbrdvKlClD3bp12bdvn91jXGXHjh3s3LmTBQsWWLcppdB1ndjYWKKiLAWssv4dPYV8ahaikGl2tqXwsxQCEDc9e8+NglLsdesHOk+jcwJFzhWo3f0BVwghhBAlV0b+2YyZZp6SJzUwMNCp9sHBwfz3339ER0fzxx9/MGHCBCZNmsSWLVsICwtj5cqV/PPPP/zxxx988MEHjBs3jk2bNlG9enW7/fXv398aNFu4cCFdu3alTJkyABw9epTu3bvz3HPP8cYbb1C6dGnWrVvHk08+SVpamt2gmcFgyLYcNPMSyox8aL/++iuVK1e2aVeQooh5nTe/EhMTeeaZZxg2bFi2fVWrVrX+29m/Y2GRoJkQha48lvDAjRckM9MwF8lY/AhinQTOhEfQqAz4Aqm5tDIAulO9UsCAdPFSFksBgMz5zCoC5wAT4IdGwaoZCSGEEOLmpOFFIAvQOYGBKm6duV6jRg28vb3ZsmWLNbBy+fJlDh48aM0/lpOoqCjWr19vs239+vXUqVMHo9EyucDLy4vOnTvTuXNnJk6cSFhYGH/99Re9evVC0zTatGlDmzZtmDBhAtWqVeOnn35ixIgRds/3yCOP8Nprr7F161YWLVrEJ598Yt23detWdF1nxowZGAyWlPI//PBDruMPDw9n9+7dNtu2b9+Ot7c3APXr18fX15e4uDi7SzFzuiYmk4lNmzZZl2deuHCBAwcOUL9+fet5T58+jVIKTdOs583Mx8cHs9m5b65NmzZl79691KpVy6njPIUEzYQoZDo7yBwwK1opkk9NeAzFaXIPmIFzATNLrzr/YbwJ8ppl5BmxDZgBxGf6d8r16xxZaOMSQgghRMmh4VUoM9aDg4MZOHAgL7/8MqVLl6ZcuXJMnDgRg8FgDejkZOTIkdx2221MnTqVBx98kA0bNvDhhx9ac4j98ssvHDlyhDvuuINSpUqxfPlydF2nbt26bNq0iVWrVnH33XdTrlw5Nm3axLlz56xLCO2JjIykdevWPPnkk5jNZu6//37rvlq1apGens4HH3zAfffdx/r1622CavZ07NiRd955h6+++opWrVrxzTffsHv3buvSy+DgYEaNGsVLL72Eruu0bduWy5cvs379ekJCQhg4cGC2PmvXrk2PHj14+umn+fTTTwkODmbMmDFUrlzZupS1Q4cOnDt3jrfffps+ffqwYsUKfvvtN0JCQmzu6++//86BAwcoU6YMoaGhud4XgNGjR9OyZUuGDh3KU089RWBgIHv37mXlypV8+OGHeR5f1Iq0eqYQNyMjzcBjZnb5XR+P8HSFWamoqFim+Ee4oeebY2aVzgngcK5tNCp5zFIKIYQQQojcvPfee7Rq1Yru3bvTuXNn2rRpQ1RUlDVxfE6aNm3KDz/8wHfffcctt9zChAkTmDJlCoMGDQIgLCyMJUuW0LFjR6Kiovjkk0/49ttvadCgASEhIaxZs4Zu3bpRp04dXnvtNWbMmME999yT6zn79+/Pjh07eOCBB/D397dub9SoEe+99x7Tp0/nlltuYcGCBUybNi3Xvrp06cL48eN55ZVXuO2227h69SoDBgywaTN16lTGjx/PtGnTiIqKomvXrvz66685LiEFSyGFZs2a0b17d1q1aoVSiuXLl1tnsEVFRfHxxx/z0Ucf0ahRIzZv3syoUaNs+nj66aepW7cuzZs3Jzw8PNuMPntuvfVWVq9ezcGDB2nXrh1NmjRhwoQJdos6eCJN2audWoJcuXKF0NBQLl++bBMhFaIwKUzWacwAZg6jcwYDt2JmGyrbzJD8nENympVUOikk8zA6MW6vVFSUdFJIZQ3pjMT52ZiVgFN2thsJZD1Gggo+QA+nk0Iibchttp4fC/Gmfol8/AghPM+V6v9DnUxCqxxISOwTRT0cIW5aKSkpxMbGUr169TwDTp4sKSmJypUrM2PGDJ588smiHo4oBnJ77DsaK5JPzUK4WebSzBr10dBsyjR7cWdRD1F4MMvj5yEUh4CSm8jdEvBpC6Tkswd7ATMAM0k8TDA/lfhAUV7LWzVqksIjUkFTCCGEEMXCtm3b2L9/Py1atODy5ctMmTIFIFtlTCHcST4xC+FmmUszK/Za589Ygh/HAKPbE2mK4stSDfGQ9baB2iVyeZ2ZreQ3YKZRHfDPpWpkbIkMNGalUQGNSii7AcSKqOtLN3X2kM4/eNNaXneEEEII4dHeffddDhw4gI+PD82aNWPt2rWULXszFXkSRU0+LQvhZpaAWH27X+iTGA7Elugld6JgMpf2hqr483WJfJxYcutlrfroGIUfQXyFiYOk8IidFiUz0JiZZUbigBwCZmBbDABSeJ4Uogjm2xL5eBJCCCFE8dekSRO2bt1a1MMQNzkpBCCEm2l4EUBOyR5jgRtL7oTIyvL4mY+B2kAc13iyRBYDMOCHL2/n8+h96JwkjYk57I8rkdcsMzPHcplpl5N9mDnmlvEIIYQQQghREsjPy0IUAgPV0Khls8zOVnnS2IvGgXyfw5lCABpGjERgpKbMMvFwChMmNqMTA1gCrCY24cXtJe5vZyC/FXTKAybrNcouFTNbMdAmn/0XB7kFBf2wLH01AmabPbkXbBdCCCGEEOLmVrK+cQnhoSyzhb4hifbYT9R9hnReKexhYaA+gSwsccGXkkJhIpFHsswg8uUazwA18OOlElMBVWHiWo4zxTKEYwnznM2y/QzJjAS8gXQ7x/lgoJELRumZLNdufI77/VkBXOQaj5A5aGYgCgPV3D9AIYQQQgghiilZnilEoTlPbpXtioLOXlkW6sEsRQCyLrnLeAwdIYUXSKQter4rTnoOy+NwXx6tzpE9YJbhKPYDZgBpJXZZK4Cex9JMnTVYrp3t48SXNyRgLoQQQgghRC4kaCZEIdGoAFQs6mHYMFDf4xKkK0yYOVpiAxzOyCgikbsU0vm/Yn+9LI9D9z0WS3LeQJVlyWVWXtydqdDCDYY8lnELIYQQQghxs5OfmIXbKUzonLgeALg5H3KWZXaPkrWCnUUNfBjignMU/5xmlgqA/dHZc9NXFM143gTwP8z8B5QihUHYm62YymTSWVSsr5cl6HfObf1rHhggdgXL0szXcmlhQGHCSBCBrCGZB1Ecw0ADWZophBBCCCFEHorntytRbEgQxHIN0ogG9ufQ4gheVMeLOoU4Ks+kcwKdPdf/bZkZZCSyaAdVBDI/bzKSuGvUJLflvTp7MHMML2oW1jBdysxW3Ll82ZfxJfK1x/4SXtsWyXQkkDXAeQJZjM5JwISZYxipViKvixBCCCFEfk2aNImlS5eyffv2oh5KsZH1mg0aNIiEhASWLl1apONyBVmeKdzKXhDkZpIR/EhleK7tknm52C+vcwUDVTDQ4Pq/G5TImUGOyPy8ychDpTic53EpjC22jyPXJeq3/5hJ4ZVie21yk/k5k3X55Q1pJNGPJLqTxABSGEsyvUmmx/VCEyXvugghhBBC5NeoUaNYtWqVQ20nTZpE48aN3TsgD6NpWp7BsNmzZzNv3rxCGY+7SdBMuFXmL3Qata7n9bp52AY/cnP4pgso2qPhRSALCOSXm3JWYgaNCmjUun7L8cqYxbuww5l8Hpf5baw2vozKod3xYnxtcufHm/jzMZCWQwsNiANAsRc908w0VawfM0IIIYQQzjGbzei6nmuboKAgypQpU0gjKplCQ0MJCwvL9/FKKUwmz/hhV4Jmwi0ykrkDBDAfA7VRHCKZgTfNrAZLTqo0wDfPtjfzrKqsNLwwEnnTBswssxMHoDh0fUslfPnawaPrFcvHkcJEMmPzcaQfUCPT7RhMRNhtWRJzmmXMZE2mB9d4J9eWN0ShEWW9VRKvixBCCCFKhg4dOjB06FCGDh1KaGgoZcuWZfz48Sh147NNamoqo0aNonLlygQGBnL77bcTHR1t3T9v3jzCwsJYtmwZ9evXx9fXl7i4OKKjo2nRogWBgYGEhYXRpk0bjh07BmSfPZZT23nz5jF58mR27NiBpmlommadXZWQkMBTTz1FeHg4ISEhdOzYkR07dlj7zDjH119/TWRkJKGhoTz00ENcvXrV2kbXdd5++21q1aqFr68vVatW5Y033rDuP378OP369SMsLIzSpUvTo0cPjh49mus1Xb16NS1atMDX15eKFSsyZswYm+BUZGQks2bNsjmmcePGTJo0ybof4IEHHkDTNOvtrAYNGkTPnj1t7su0adOoXr06/v7+NGrUiEWLFtlcY03T+O2332jWrBm+vr6sW7cu1/tSWCRoJlwu44ucZSlQfxQn0YkBbp4lmhnX4Bq9yCtPkz+f3tSzqoSt7DmqjpDKyw4efbhYBqXzzsuVkxSwBhctzAyw2zKAaSXuOWY7kzXWoWMCeB3t+lu/Ri0C+arEXRchhBBCuI8ymTAfPIIqpFlA8+fPx8vLi82bNzN79mzee+89vvjiC+v+oUOHsmHDBr777jt27txJ37596dq1KzExMdY2ycnJTJ8+nS+++II9e/ZQunRpevbsSfv27dm5cycbNmxg8ODBaJqW7fwmkynHtg8++CAjR46kQYMGxMfHEx8fz4MPPghA3759OXv2LL/99htbt26ladOmdOrUiYsXL1r7Pnz4MEuXLuWXX37hl19+YfXq1bz11lvW/WPHjuWtt95i/Pjx7N27l4ULF1K+fHkA0tPT6dKlC8HBwaxdu5b169cTFBRE165dSUuzv/rg5MmTdOvWjdtuu40dO3YwZ84cvvzyS15//XWH/x5btmwBYO7cucTHx1tv52XatGl89dVXfPLJJ+zZs4eXXnqJRx99lNWrV9u0GzNmDG+99Rb79u3j1ltvdXhc7iSflIXL6RyzyWNm5iQGGliLAdwMsxocX5YZddMtWc1L5mqrwE1XedVyv2uCTQ6z04A3kJ7H0emY2YqBNu4anltYlnHXt1k26LjSwMVMt5PstKmCwvLYKkmPI8vzolamWYm5s8ww87K+NikOoTgNN2GxDSGEEEI4T5lMJLXrgXnrTozNbiVw7c9oXu79bBUREcHMmTPRNI26deuya9cuZs6cydNPP01cXBxz584lLi6OSpUqAZZ8ZCtWrGDu3Lm8+eabgCXA9PHHH9OokSWH7sWLF7l8+TLdu3enZk1LEa2oqCi7579y5UqubYOCgvDy8qJChRvf6datW8fmzZs5e/Ysvr6WVUfvvvsuS5cuZdGiRQwePBiwzL6aN28ewcHBADz22GOsWrWKN954g6tXrzJ79mw+/PBDBg4cCEDNmjVp27YtAN9//z26rvPFF19Yg31z584lLCyM6Oho7r777mz35eOPPyYiIoIPP/wQTdOoV68ep06dYvTo0UyYMAGDIe85VeHh4QCEhYXZ3OfcpKam8uabb/Lnn3/SqlUrAGrUqMG6dev49NNPad++vbXtlClTuOuuuxzqt7CUnG8PwiNkX2blSwrPAzUJYDFGapaoL6323FiWaal6aFmemdNss1iS6QGUArpRsMmfJuAsEI4lwJIzDQNeVMSHnhgJKsA5XUMn5XqwpxHXeNIaYFUoFHtvusqrGj42C+os8gqYWbguoX7h0sk9t0TOSmEbNAPLks0jmW6fIZkeJe5xZMkB+B3JPGydzZt7ew0DlTP9iFFbgvZCCCGEcJh+JA7z1p0AmLfuRD8Sh7FOjTyOKpiWLVvazABr1aoVM2bMwGw2s2vXLsxmM3Xq1LE5JjU11SYnmY+Pj82spdKlSzNo0CC6dOnCXXfdRefOnenXrx8VK1bMdn5n2mbYsWMHiYmJ2fKiXbt2jcOHb/wwHhkZaQ2YAVSsWJGzZ88CsG/fPlJTU+nUqVOO5zh06JDN8QApKSk258hs3759tGrVyuZ6tmnThsTERE6cOEHVqlVzvE8FcejQIZKTk7MFw9LS0mjSpInNtubNm7tlDAVRMr45CI+RfZlVRrDoMCmMIZAfi2JYhSZjWabtLLPclmemXP//JWCB+waWhcISgklnOoFsKNLAmU4KibTFci18yEhmnvkaZizrNd4EM2Isz6F9BejhPHhAINQZliXb+/N5tL0PBUey3E6/fp6S9zgy4Ic/X5NEW8hjaa7OXhSnCWA+STyETgzJDCxRgUQhhBBCuI+hRlWMzW69PtOsEYYa7gmyOCoxMRGj0cjWrVsxGo02+4KCbnwe9vf3z7b0cu7cuQwbNowVK1bw/fff89prr7Fy5UpatmyZ7TzOtM0YV8WKFW1yq2XInBzf29t2ooOmadYiBf7+/nne92bNmrFgQfbvkBmzwfLDYDDY5IwDy0y9gkhMTATg119/pXLlyjb7MmbiZQgMDCzQudxBPiULl8qolmlvaaJOTIn7wpqV48syPYXCxB8Y6VVkIzCzlRvBwzQ0qqE4lm2m2c2wrBcylmdWgXzl/osqltfJMubq5JyXqwxwwc52565TSXscZSxlNhNHXgEzi4poVEBx2rqksyQGEoUQQgjhHpqXF4Frf0Y/EoehRlW3L80E2LRpk83tjRs3Urt2bYxGI02aNMFsNnP27FnatWvndN9NmjShSZMmjB07llatWrFw4cIcA2E5tfXx8cFsNtu0bdq0KadPn8bLyyvHRPl5qV27Nv7+/qxatYqnnnoq2/6mTZvy/fffU65cOUJCQhzqMyoqisWLF6OUsgYR169fT3BwMFWqWD4jh4eHEx8fbz3mypUrxMbafkb39vbOdp9zk7kAQ+almMWFFAIQLqXhhR+fApmnq1oi6CXtC6s9lhxD9Yt6GE7Q8CL7evfCZKQZlqWsAH74swA/PsaPqQTyFYH8ctPMhNFJ4Rp/ACfzcXRF/Jni6iEVopz+vhWwHzADMAOVc9hny4cFJepxlLngSkqulTMziyeRx9CogIEGwM3xuiyEEEII19G8vDDWqVEoATOAuLg4RowYwYEDB/j222/54IMPePHFFwGoU6cO/fv3Z8CAASxZsoTY2Fg2b97MtGnT+PXXX3PsMzY2lrFjx7JhwwaOHTvGH3/8QUxMjN28Znm1jYyMJDY2lu3bt3P+/HlSU1Pp3LkzrVq1omfPnvzxxx8cPXqUf/75h3HjxvHvv/86dL/9/PwYPXo0r7zyCl999RWHDx9m48aNfPnllwD079+fsmXL0qNHD9auXUtsbCzR0dEMGzaMEyfs/6j8/PPPc/z4cV544QX279/Pzz//zMSJExkxYoQ1n1nHjh35+uuvWbt2Lbt27WLgwIHZZvFFRkayatUqTp8+zaVLl/K8L8HBwYwaNYqXXnqJ+fPnc/jwYf777z8++OAD5s+f79D1KEol49uD8Bg6KSTTkYwldhbpaNQkgPkl5gure/QEgvNqlIvimdPM8pioDuwDIrnGYOsS35KWgyo3lmWqrXA0d1l28VyjLxr1CWJhsbpmJo5Ajjm5TudyZHwu+2ylMxFfFuXdsJjIT+VMi33onCSQBTddkQ0hhBBCFD8DBgzg2rVrtGjRAqPRyIsvvmhNpA+WpZOvv/46I0eO5OTJk5QtW5aWLVvSvXv3HPsMCAhg//79zJ8/nwsXLlCxYkWGDBnCM88843Tb3r17s2TJEu68804SEhKYO3cugwYNYvny5YwbN47HH3+cc+fOUaFCBe644w5r9UtHjB8/Hi8vLyZMmMCpU6eoWLEizz77rHVca9asYfTo0fTq1YurV69SuXJlOnXqlOPMs8qVK7N8+XJefvllGjVqROnSpXnyySd57bXXrG3Gjh1LbGws3bt3JzQ0lKlTp2abaTZjxgxGjBjB559/TuXKlTl69Gie92Xq1KmEh4czbdo0jhw5QlhYGE2bNuXVV191+HoUFU1lXbBawly5coXQ0FAuX77s8LRFkX/prOca2V9sAPz5FC9uL9Ff0MwcJYmcX6BzFgLcR2EVAgDwwh8fBuBFWAHOmX8KE2aOoXPyerEI+wL5GSM1C3FkRSO3546zAvmlWC23S2cN13J5DLhKcbsuuVGYSKSPw5UzM8soyiJBMyGEu12p/j/UySS0yoGExD5R1MMR4qaVkpJCbGws1atXx8/PL+8DPESHDh1o3Lgxs2bNKuqhiGIqt8e+o7Ei+aQsXCrnyn1+XOMZDDTAjzcxUq1EflGzVKLLrVpmTq5QmIUAwBJiM/EZAawr9MCZ5Qv/I5mKRuR8zZJ4iSB+wEDxeYPPD8syVW/yP9MsQ51it9zOSAsyF4HIjTf/Rzr35eMsviWuUqRyIDhuTzLjMGC0Vqm9WWZzCiGEEEII4SzJaSZc7HwO2y2J3nX2kEwPkuiPcihxdfGicwznA2ZFK50fCv2cOVdZtecIyTxcIh8vmRnwI4C/KfjL8hVXDKcIODbpOZ0h+ew/FT1fueI8k6XiaH6rrO63Lu3MKAQghBBCCCGEyE5+WhYukbHUDsxo1M8SEKmCgWD0TF/wSmrFNjOninoITvOmX6Gf0zITqiZw2KH2N0PlVQCdnYBewF5OF7trZWYzjs+wi8NSaCRzPjMvHKkeqeXZoviwJPOvjZ5jLrjcRGHAcH2mWe0SNwNPCCGE58uoAC1pAkRuoqOji3oIQsgrlCg4SwLzB7kRAKkCRAJHr98+gY4v/vzANSZimR1Rs8R9UVOYSGNOAXqoDRjzbJUzM5aZfmVw7KntjRcvFEkhAIUJP4aTwkzgCHktzSvpFf4UJkwcIYW3XdCbN1DWBf0UDoWJa3yQw14jlsd1Zn5kLwBgxJGgmaKM0+PzRAoTyQx0MGBmIHMg1of38OGO69U3+6ETQzIDZYmmEEKIQpNRAVrSBAghigN5dRIFYslNlTlgBthd6pOK4jwGtOtf3w6TxIBiV+UvN9mXHDorPzNG7Mm77G8GE4O5Sj2C+a7Q/g6WIGtbLEt2/fDjR1IZg8px1lnpEl15NXt+t4JKJ5n+BLG4WFyz3JcZViTz64kP40ljqp12ji2JNrESL/o6O0SPY1s5M+/WmaUxAhMNUKRimbVXcmf+CiGE8EyZ38fkPUgI4ekkp5koEMsXXkeW2PkBYeiZAgOKvSUql86NJYfFzX63/h0sS3ePWnOSmdlKRo47SMHM2lwCZgAXUZx22/iKWsGDrdkpDheb51buzxvb+6DRAAMNMm3xdfJc9Zxq76kMVMlyHZyjs8em6qZGrRI9k1MIIYRnyUgxACV/NYEQoviToJkoEEsegvq5tPDGl1n4MZcUHrfZo1G/BL5J+hT1APKhntv+DhnT75Ponqn4Q12bNum8n8PRlpenkvk4ucFy36Jc2qdG3WJ2zewvS9aobnM7lUH48Sl+fIAXb+Ns/rdUppSIghIaXvjzJeSzeqZtX7UILMSZpkIIIW5utikGquLPl/IeJITwaPIKJQpEw4sgFmLiIGksxczCLC3SSWUGcDzL9lL481mJepO0FELIbzW7olKJQOa57e+gc8xm+r2ZY6QwzOGjoWQlb7fHEsQ54tI+vehXbJ5bloqzB+3uU8Rm2ZLCNfqjOJavcyn2oXMMY7GcEWrLxBYcL56QM3/exoBfwQckhBBCOCDzZ0OII4kH8GU03rSV9yMhhEeSmWaiwCyJvAfYCZhlyBowA7hEMp3Qrcv0ir/iGdw5RRKPuGX2jeWXxLHW2wYaoIHTAQ+9hC3jzcrEBhzNyeV4nz8WmxlVyun2+QuYZdBzKThRXFiKjsxySV9agYqPCCGEEI7L+tnQIp5UhpNImxL1vUAIUXJI0EwUmInNkOlNTqO9g0emXs9vVTIYqEbxzGl2xC1Bqay5uvx4EwPVMOS6nNee8mhUyJYbraQwc83lfSo356lzJSPVIMsyzNxoVC3Q+RTnCnS8J9A5lkcewLxYAmUaNdExl7jnlBBCCM9kef/KKY9ryfpekJVOCumsl8BgCRAZGcmsWbNybTNp0iQaN25cKOMpbEePHkXTNLZv3w5AdHQ0mqaRkJBQpONyJwmaiQKxzHj4IMu21Q4erWGgkesHVYS0YpjTTCPKLfmvMicr16iPIpUUVl3PYeGMMyTyAIn0zpIbrfgzk0g6o93StyLMLf26moYXfnyeSwuvTG3rowjMtK86WJdyOLYc1cCtzg7Ro9j/ld45vizHQC0Uh7lGr+vVW0vGc0oIIYRnsuS5HZNpS9b3bR+MNCvMIRWajMrx13iGRNpmC5yV1B+Gi7t58+YRFhaWbfuWLVsYPHiw9bamaSxdutSmzahRo1i1apWbR+h+gwYNomfPnrm2ad26NfHx8YSGhhbOoIqABM1EgVjyEuQ3j5cCzrtyOEXKMrOquOU08yGAuW7Jf6XhRSALCOBnNBTX6Ec6I8lfHqbj1pk1GaXJSwITf+D8AkXHmPnLLf26QzpLctmb8QGyBv5MJXPewABmEcQ6/PkUf35w6FzKmkeleHJFtdVUnkbPVD2zpFUyFkII4Xn0bLl/bQNE/nxTYnOaZa8cf2NGnf2iWSInaWlFn2YjPDycgICAXNsEBQVRpkyZQhpR0fLx8aFChQpoWv6TFXnC3zU3EjQTBVKQr/satYpZhb/cWSqJFrflmWno7HBb7xpeaBgLEFjNzkDtEvO48eLuYtm3q2lUzrLF3lvTEUwcRyPi+u1wFKEY8MObNnhRg7yXRxuL/exWywzO2gXsJY7M16qkV6gVQghR9BTmXPenE42ZxEIaTeGyzKDLCAj6WWfUKUyY2GRTNEt+xLLVoUMHhg4dyvDhwylbtixdunQBYPfu3dxzzz0EBQVRvnx5HnvsMc6fP5/tuKFDhxIaGkrZsmUZP348St349pqamsqoUaOoXLkygYGB3H777URHRwOWJYePP/44ly9fRtM0NE1j0qRJgO3yzMjISAAeeOABNE2z3s66PFPXdaZMmUKVKlXw9fWlcePGrFixwro/Y8njkiVLuPPOOwkICKBRo0Zs2LDB2ubYsWPcd999lCpVisDAQBo0aMDy5ctzvHaXLl1iwIABlCpVioCAAO655x5iYm6s+LG3hHTWrFk292H+/Pn8/PPP1muQcX0ys7c8c926dbRr1w5/f38iIiIYNmwYSUlJ1v2RkZFMnTqVAQMGEBISYjNzzxNJ0EwUiJFqaE7nqLIEPgL5rthU+HOEwuSmOUPu5c4gguWapIGLfjnUqEUA35aYx43lF9W6+TjSO88WxeWXSjOJmBhns02jmt22aQxHWQuLnOMaHUjhXxSm65V8vyf3wJmZZJ4oNtfGHg0v/PkaCrgUPHMBgLy+yAghhBAFYSka9lqmLdnfw0x8TBItS2TgzICfdWZ8EOsw4GedYXaNZwBfoPj8iGUyKw6eNWMyF843n/nz5+Pj48P69ev55JNPSEhIoGPHjjRp0oR///2XFStWcObMGfr165ftOC8vLzZv3szs2bN57733+OKLL6z7hw4dyoYNG/juu+/YuXMnffv2pWvXrsTExNC6dWtmzZpFSEgI8fHxxMfHM2rUqGxj27JlCwBz584lPj7eejur2bNnM2PGDN5991127txJly5duP/++22CWADjxo1j1KhRbN++nTp16vDwww9jMlk+tw4ZMoTU1FTWrFnDrl27mD59OkFBQTlet0GDBvHvv/+ybNkyNmzYgFKKbt26kZ7u2KqfUaNG0a9fP7p27Wq9Bq1bt87zuMOHD9O1a1d69+7Nzp07+f7771m3bh1Dhw61affuu+/SqFEjtm3bxvjx4x0aU1EpGd88RZGxfFFdSCrRpDHcwaMqEcC3JWoKtiXP0MNQoOTcRcPEUYzc4vJ+Mz4M6C5aDufHB3jTrsQEzIDrvyYecPIoA44scU2mL8H85vHXK5X/y7ZNEevw8WkMwkR9All4fWajb67Ba8tSxGMYi92s0MzOQAGrgCoOZrp1ABNH8KZOgfoUQggh7MmaWsCfBVxjNHAkW1sTf2CkVyGOrnAY8MNAG+ttnROZPiNbqqhr5H95W2ExmRXtZiWx9biZZhFG1g4PxMvo3nHXrl2bt99+23r79ddfp0mTJrz55pvWbf/73/+IiIjg4MGD1Klj+TwTERHBzJkz0TSNunXrsmvXLmbOnMnTTz9NXFwcc+fOJS4ujkqVKgGWINGKFSuYO3cub775JqGhoWiaRoUKFXIcW3h4OABhYWG5tnv33XcZPXo0Dz30EADTp0/n77//ZtasWXz00UfWdqNGjeLee+8FYPLkyTRo0IBDhw5Rr1494uLi6N27Nw0bNgSgRo0aOZ4vJiaGZcuWsX79emuga8GCBURERLB06VL69u2b47EZgoKC8Pf3JzU1Ndf7ltW0adPo378/w4cPByx/v/fff5/27dszZ84c/PwsMYCOHTsycuRIh/stSjLTTOSbmUSu8T1pRDtZke4UZuJKVAUZyxufswnuPYPOGjf1e8JlATMAA5U8PgDkDJ0UzMShUc/pIx0TXyym+Gu5hrgqcGOWYs4fyPTrObkczfdVHGeEZuaamWHlstw+7YI+hRBCiOwyF4cy0OB64azsATMAIx0LcWRFQ2FCJy1bWpfisDzzyAWdrcctn0O2Hjdz5IKjn0vzr1kz2wIRO3bs4O+//yYoKMj6X716ls/Thw/fmMDQsmVLmzxbrVq1IiYmBrPZzK5duzCbzdSpU8emn9WrV9v04QpXrlzh1KlTtGnTxmZ7mzZt2LfPNoXNrbfeKFhVsWJFAM6ePQvAsGHDeP3112nTpg0TJ05k586dOZ5z3759eHl5cfvtt1u3lSlThrp162Y7p6vt2LGDefPm2VzXLl26oOs6sbE3fhhv3ry5W8fhSiXnG6goVGYSSaJlpi3OPZSu8QiWhJh+1mnKxVtZLFOrU4t6IE5LZwV+DHZ5QMqS461+gZOWZ0hmHMElZElvRhUl3B40Luvm/gvOQHvgzRz2nga88GUWBhpzjbuwN8tOox4GqlxfdlmT3Gd81sWYw/LP4sAyq3Vc3g3zdBbL67YJ8MVICxf0KYQQQtinrv9kpVBolMdSATv7zPIUniGQBSXi815mlkDZCaAsyTyKylSQx5J2Ix0DDTx+eWaNMgaaRRitM81qlHH/HJzAwECb24mJidx3331Mnz49W9uMQFNeEhMTMRqNbN26FaPRaLMvtyWP7ubtfSMFS0bAT9ctgcmnnnqKLl268Ouvv/LHH38wbdo0ZsyYwQsvvJCvcxkMBpscb4DDSzdzk5iYyDPPPMOwYcOy7atatar131n/rp6sZL0aiUKTzq9ZtjibI8i2gkzm6crFjeVL7KMUx4CZxRF0TmAk0qW9angRwDSS6OGiHve7ZZxFwbaKkjvP8x9G7nD7efJLYSKVQXm0MpHGTHwZTU7LUhVH0UkhmSfIe4n0NecH6kHMHAGXFdawvG4bqFHivpwIIYTwHJlngiv2Xv/cbD8VQ8Zsq5LweS+DbcoSH7KnWEgHvPHnS49/P/YyaqwdHsiRCzo1yhjcvjTTnqZNm7J48WIiIyPx8sr5em3atMnm9saNG6lduzZGo5EmTZpgNps5e/Ys7dq1s3u8j48PZnPes/u9vb1zbRcSEkKlSpVYv3497du3t25fv349LVo496NlREQEzz77LM8++yxjx47l888/txs0i4qKwmQysWnTJuvyzAsXLnDgwAHq17fkIw8PD+f06dMopawBuu3bt9v04+g1yKxp06bs3buXWrVqOXWcJ5PlmSJfdIIL2IPv9f/fqCBTXFk+CBzKu6HHKu+2X7UsVRFdlTsq0uN/fXOUpfiCb57tCn6e8m4/R0FYfnGNz7Od4tj1+5LTNUvBxB8OzmqM8/ilD7kxc8rlfersux6ME0IIIVzPdnlm7Vw/NxeH2VbO0jmWKWVJTjlJ091a0d6VvIwadcoZiyRgBpaE+BcvXuThhx9my5YtHD58mN9//53HH3/cJsATFxfHiBEjOHDgAN9++y0ffPABL774IgB16tShf//+DBgwgCVLlhAbG8vmzZuZNm0av/5qmRwSGRlJYmIiq1at4vz58yQnJ9sdT2RkJKtWreL06dNcunTJbpuXX36Z6dOn8/3333PgwAHGjBnD9u3breNxxPDhw/n999+JjY3lv//+4++//yYqKspu29q1a9OjRw+efvpp1q1bx44dO3j00UepXLkyPXpYJjR06NCBc+fO8fbbb3P48GE++ugjfvvtt2z3befOnRw4cIDz5887NBNt9OjR/PPPPwwdOpTt27cTExPDzz//nK0QQHEiQTPhNJ0UTEyw2aZMCnXQjDLlnS3ovB7ORvNb7DQ/zx79o2K/NNNAFVJV9aIeRr75871bftVSmDir+uCq4gipKo5fzH+ySS8eHyhykqqucVz1AlJJc2NyLaUygpaey6zKk6AcSCyq/JiQ9hPvpPchRYXf2Hz9+qUoDYPeOVsl34z9usq6zfOXrdqjMJHGR3k3zK2PHB5zyTxSYnJMCiGE8Czfmn9jpXkQ6fpCXkmtRYqyH2y5qspxWB/n8bOtnGFZkTI20xbL9550VZUU9SElaSJBYcmYtWU2m7n77rtp2LAhw4cPJywsDIPhRnhjwIABXLt2jRYtWjBkyBBefPFFBg8ebN0/d+5cBgwYwMiRI6lbty49e/Zky5Yt1iWErVu35tlnn+XBBx8kPDzcphhBZjNmzGDlypVERETQpEkTu22GDRvGiBEjGDlyJA0bNmTFihUsW7aM2rVrO3y/zWYzQ4YMISoqiq5du1KnTh0+/vjjHNvPnTuXZs2a0b17d1q1aoVSiuXLl1uXgEZFRfHxxx/z0Ucf0ahRIzZv3pytQujTTz9N3bp1ad68OeHh4axfvz7Pcd56662sXr2agwcP0q5dO5o0acKECROsBReKI01lXchawly5coXQ0FAuX75MSEhIUQ+nREhTa0nRnrPeViYF7ZJgqxmaGWFtIJpXzr88tEmFmOuPuvsNHfnB5313D9nt3kwfzVDvrEtWi4dAfnHLFHgzR0miu0v77JsG5biHr33ecWm/hemYvpFShqfyffxnaTA4e6V2u/z5FG8PXvp8Rp3n1fQOzMx0f95KgxCa8bzPVpu2La+vft6YabLZnalQVoMNOnzu9Tb9vO5mj/k1qhp/yfW8nn5dcuKO51RmxfW6CCE815Xq/0OdTEKrHEhI7BNFPRxRBHSlUyf1bk5wGgMGIjXd5r08qy/S+zLCe2LhDdDNsr53+7OEbXoMd6aNxgc/9vr+TFntKEaauXUiQUpKCrGxsVSvXt1avbAk69ChA40bN2bWrFlFPRRRxHJ77DsaK5KZZsIpV/UkKqQ+T3LmUOth3RIwA8v/j+g5zmbYpsORTPsSsT/NtTjZbT7IdPNvbLtePMZ8/f6pFB31RzoqJfeqMkUZtjZQ3y1T4ONUPI1Tn7Vek7zYm6mY9bokK0tw5AqJLhxp4TuOwXpdkpz822/XYYqOzXXNeC5mvV5JCpTeKP8DLQQJ6gpL9BvPGbOCOTpM1beyPdN93KlrHFNwTN2476f1cPYrWK1bFjp8ZP4GDS+qGobfeA5e//82/cZ1SlXGYvtL7rD0L9mpO74UIutjYoeey+uNkl+4hRBCuN5mtZMT1ys06+gcU9i8x2d+X9qmw15V/L8bZJa1cqgXNXg47T3MwDVS+Nj0I960KfYrb4QoyUrO3FdRKBaYl5GMok4q3GEABfxb2cBvTY3U/M9MbFMjf1Yx8GEqdDLAXgWNrn/H26Jgv4LMqQRPqNNFcTdc6p70p0hFp1saVNMgXsFdaTofV72KdzKkBUCvY8GU8jeg0nxIiGlCnYtniVOKUqXLc7r2eVYGD0flmOPAMQoziktolELDmGtbDSNGIjBS0y1T4JNVMjHqBN3SoIYGRsALDRM3PhkZgCoaeJsUr3VMosZ/Zo43NfLMqkDqeWv8psN9BsuxJ4Do68GRs/oFl4+3MP1u/of3zJbHygll+b8Ry3PJCFS8/hgyX79dWQMN6G14nPdN0aQRa72uYAkkVdHgrIIHDHABy3Vao8M/Pqe4hTpFc0cdcIkrXANqpEIPA/ys30jTf0+m+3hEKevrRrc0uEULoLmhLWZ+sva1Xe1DKUWIVoFH09rhxVp+0aGcZrlGRqCVAS6r6qz38bZc1GLmgB5HF7OihmZJIxyhQUVAB3YquEWDS0A5LCn+l+iWx0aV64+1GAX+wNMGSAaCgVUKSmnQUXuKUd7ygV0IIYRrrdI32Nw2Y3mPr61BpeuzxQcaWrJKbeSIgjbamaIZqJtoeBHIAnROXK8s78VJbtzHlGJbSEyIm4cEzYRTftQtyQHTgD8zfiXy0mj3ZyDVYnWOVTdgNli+jS64vn9bLrNp4tU59w22EFxUlznHRcDyISBjFt3lNWa8r/9Q5pMMAWvNrLjDD6YsB5M/trVc0vih7gG6HtuIr57/Mr/KlA5xp6BqJTQv7xzbmTUjB0vV5HQpX9qXOYSfA/NN0ww+rKvWiohyfkRVyDvxZ8r1AKCZG0txIfsDYa+CGod1avxnCYlE/Gfm0hGdBbUtQb/5dmaq7WA/V1QiIVrRlYMuiD/1f2weKzFZLsteO7e7ae0ZYBzBdNOfQNbreqOvr7Ncr+36Pm4xeG7Q7IgpDrAEyr7LMvas9zHz9muqHHHqrM32NNLZpvbSVGtAc8PtjDGtBSBR3ThutQ5wiESSCS1wMZPCd1SdtLkue7JcH3uvtfuv/1iRIRGYmfV5peAkvzLK+1kXjlYIIYSAOJW9gI0Z2/enT/SNmdrnXSCouNHwyjEVil8hFIa6GUVHRxf1EEQJIkEz4ZRD6pjd7WYvjSO1c5/dZE8a+Q8SeYJYddzu9g1tjST5Q+A1SAqw3Ca2MZj87bT24ckDDfFPr8nBL9vipxdsxhnYC09ZmDQjXXovYGfqLXAa/NOT8zxnisGH2k+uI8XbDCTRpIqB9S8F5Ro4c+ZXs2PVDWxrYqTJNjPbmho5Vj33KJ6Ozmp9M/cZOzp8Dk9ySjn/C+pytZrKqW25yGWnjturxzh9rsL0if5dvo4rp5XlpJ3r+J35V0oTxlRT7snyL5NY7IJmuq7b/DLtavEU7x8whBBCeCZnV5Wc4ixKKTStGE4JzweZaSaE55OcZsJhutI5h/0yuvllwuTS/grbRWU/iJHmZ6DesWD6LQmg3tFg0vwMUH07eF2z2x7gmncAGyq5N6fQsZAq7Cx3i1Pn3FCpGSneAdbb207oHLmQe7KyFOV44M/spXHvqkBabQ3i3j8DMedSRCJDcc2Fp5TiAgn5OtbZgBnAXuWayqXucozsvz47IlwrxTF1Mtv2xebfCcCPJHJ+ngEk6M5fy6L2nf4rKsdwuC09zQf23E7kmqq0/dWIYUcL9FM1UOacf9jI65oJIYQQzjqu4tmh73fqmDTSOc15N42oaJ1UZ5hjWmizbYu+iz/M6/nQ9DVj0t/hiireuXuFKIlkpplwWJyKR8fBzO4OMru4v8J2Tl3McV+an4HVnW/EpQ0+aegTumGIaUKVi2cxpfpy6s8vyEiu5J+eTKtTW3PozTWqXTnBrWd3WwNnjpyz1amt+KUnWwNnTasYqFEm93h7qpO/mjk7U/GEfpo80rZ5pBOcxmST1c+9juQwE9JTJOQjEAiWpQz2gjwnOcNRdSLP409znlvzdeais1ntdKidnuYDU5ajm/w5AhzRzWCwPFlUpf0wZDCaMftj0IyZZHWNAM3ebFghhBDCObrS6Zb6NOfz8YP7Pv0wFY3hbhhV0VFK0SttCDuUbRBxo9rOMNNU6+eXR409uEXz3NQaQtyMJGgmHBaj21+aWVCpehq+Bh+39O1u9vI05MbgkwYNNmH9Wt/qbkJXD+L9s7fS+ehafIcNzPdYHMlp5g2s1KI5WOo4p0tVpn2ZK/h1ej/Xfn2BE4bdTuU0Sy1gUYO85LQs1tPt0wt35tcZD/6l1qzMpOZzefYGfZv131WoYK3KBfCTvhIvvHKdxXq6GOZSvKyuOtYw6zJwQ6bo8ql6cLEShNt//uzTD9PMeIvdfUIIIYQzNqjtxHA0X8fu1WPoaGzp2gEVse1qX7aAWYbMP/idUKc9uoiTEDejfAXN0tPTOX36NMnJyYSHh1O6dGlXj0t4oLX6Zrf0e5YLRFDRLX27W5xesGSlhsBkkrt9Sl/frXhpbV00qrzd7mR7P6CbE+3dnZ/hRD7ygnmCL0w/Fur5PHnJ3UnO5t0oB5mXdb7q9Swvml4n/XqQbJH5d7wxWoNmRpOi9j4TVY+aMXsZWHunF//zW0QfY9diNavqMrkHzfQ0H7QDzSgT58MFQyro1xMLZ5ppRqX9UDrnQP8KfY0EzYQQIh8O6rH8pq+hn7EbFbWSNUMqv6L1TXk3ysF/aq8LR+IZFpt/d6hdcf2MK0RJ5nDQ7OrVq3zzzTd89913bN68mbS0NGuSxipVqnD33XczePBgbrvtNneOVxShf9Vut/S7Qx0otkGzI8QVuA8zZk5znipUcMGIPMMZdcGt/ecVQPBECeoKy9SqQj1nYS4Fdda5AjxGMuf2GmDsyS/63yzXVwNwnHhKE8o1UjGaFL/eeZUmO260T/aHuse2keqbRgDFJ2iWU/5EuL4kc/JylNkf61U1pBLZ+WmqXjvKP1WaYQo/j1b+mN2lmRl+Na9mnPfzrh24EELcBDqlDeQcF1mpr+cXn8+KejgeYa9+KN/HbncyD1px0MrQhHp6DfarI7m2c7ZwghDC/RwqBPDee+8RGRnJ3Llz6dy5M0uXLmX79u0cPHiQDRs2MHHiREwmE3fffTddu3YlJsazK7aJ/DmsCh4gsmer7p5gnLv9Zd5ItHLN7LuS9gZ5Ppdcb65QHK+Xu54/eUnXPbNCbW75AB31k/dHeGletDXYFrMIIhCAarG6TcAMIOAatFrnucHEnOQaZIxtDOYsAUDdl6OVy7DuXjN6o80YKh3JNWAGsJdDKOVYsQEhhBAWaSqdc1je0/7U/yni0XiObXr+Z4sdIa7EvR81NkRxVSXl2a44fsZ1pw4dOjB8+PCiHobHGzRoED179rTeluvmWg7NNNuyZQtr1qyhQYMGdve3aNGCJ554gk8++YS5c+eydu1aateu7dKBiqKX36p/eTmox7qlX3e7L/0Zl/VV0t4g3V3dMuPDaXHiiiBRfuzkIM2w/9pdlFxRibe+wfI+E66Vsdme8Vp1rLqBbY20bDPNEtrWI/h6YK04UEpxilzysFXZDaRiyUB4nfc1S8VeJ6SQyn9qD800WaIphBCOupTPojYl2Sl1liPkP/9sCqnEc45KlHPhqIrWU2mvcpK8l1460uZmsmTJEry97edqdoVBgwaRkJDA0qVL3XYOVzp69CjVq1dn27ZtNG7cOMd27r5uNxuHgmbffvutQ535+vry7LPPFmhAwnOlOJncXU/zgZjmYPICLxPU/teSCD+LvSr/07eLktmFS99OlrD8BVd095bLTiMdXekYNIcmy3oEVwSJ8uNffRfNDB4YNCvgEt4gAqh6fVl3OKVs9iVdD9qavTTu/Ts4W06z6n46XlrxqYNzQB3hGil29+lpPjBtGTYBM3R4pafd19u8fJf+K818JWgmhBCOupTL8vmb1U/mPwrcxw7zfip5lZyg2Xr1n0PtStoP6QUludPzp6DXzWw2o2kaBkPBv2u5sq+iUuCRX7lyhaVLl7Jv3z5XjEd4MGeCRBk5dvj6Hfh2muX/U5dbtmeRufLdzaqkvUEWxqyqZmkPoCvd7edxlYIGifJru9kzX5vPq4IFEZ809kXTLFVcw7WcPxiYvTT2N/Tmj/v8WHWPD2l+BhK4UqBzF7aTKpeiCVmrZQJggH3t83Wu1S5aci6EEDeLCzLTzMZ+/TAjTW8VuJ/tJagYgEmZSHOwYvhJdabELU0tiKzLDCMjI3nzzTd54oknCA4OpmrVqnz2We55BBctWkTDhg3x9/enTJkydO7cmaSkJCZNmsT8+fP5+eef0TQNTdOIjo4G4Pjx4/Tr14+wsDBKly5Njx49OHr0qLXPjOWQkydPJjw8nJCQEJ599lnS0nL/wXLx4sU0aNAAX19fIiMjmTFjhs1+TdOyzXoLCwtj3rx5AFSvXh2AJk2aoGkaHTp0cOi6paamMmrUKCpXrkxgYCC333679b4CzJs3j7CwMJYtW0b9+vXx9fUlLs5+aplly5ZRu3Zt/Pz8uPPOO5k/fz6appGQkJBrX5cuXWLAgAGUKlWKgIAA7rnnHpu0XpMmTco2e27WrFlERkZab+f3uheU00Gzfv368eGHHwJw7do1mjdvTr9+/bj11ltZvHixywcoPINZmW2Sb+fJXo6ddH/L9iwSSb7p3xxKXNCsEJZP7lOHOaSOuf08rlLQIFF+7VOHi+S8eYk357zc0JDHW9N4ryFM937ZertsLkEze5JymLXlqXIN8lXfDl5Zq6Tq0DB/RScKspxGCCFuRllnmplV8cub6UrPpk90ST9/F6D6picxKzPPpU1yuH0y17jk4T/umZTiYKoZUxF9f5sxYwbNmzdn27ZtPP/88zz33HMcOHDAbtv4+HgefvhhnnjiCfbt20d0dDS9evVCKcWoUaPo168fXbt2JT4+nvj4eFq3bk16ejpdunQhODiYtWvXsn79eoKCgujatatNcGbVqlXWPr/99luWLFnC5MmTcxz31q1b6devHw899BC7du1i0qRJjB8/3hoQc8TmzZYfN//880/i4+NZsmSJQ8cNHTqUDRs28N1337Fz50769u2bLRd9cnIy06dP54svvmDPnj2UK5d9pmdsbCx9+vShZ8+e7Nixg2eeeYZx48Zla2evr0GDBvHvv/+ybNkyNmzYgFKKbt26kZ7uXP5lZ6+7Kzi9PmXNmjXWC/PTTz+hlCIhIYH58+fz+uuv07t3b5cPUhS9o+qkcwdU3w7Ga7aBsxxy7CgUa9W/3KHdnJVX9TQf9hwqzbYrB6l96TBe+Zw9pcxm1JlzaOXLohlzfmqnGXxYV60VEeX8iKpgxMuo5XfoOSqsoMTFYvTr7tkiymkWTy6zlIrQMXJ+TdHJ/Tkw1mibT7AczgXN0pxcal7ULqmcPzwbfNLQJ3TDENOE8hcuctqrLqrJnxj88/ccTCSZ8+oSZbVSeTcWQgiRrbpxEtcIIaiIRlP0NqrtLulnnfqXayoFf83PJf0VlQmm2Xytljp1zAF1hFZaE/cMqIBMStHuSBJbU8w08zOytkYgXprrv0vkplu3bjz/vKXa9+jRo5k5cyZ///03devWzdY2Pj4ek8lEr169qFatGgANGza07vf39yc1NZUKFSpYt33zzTfous4XX3xhXdUwd+5cwsLCiI6O5u677wbAx8eH//3vfwQEBNCgQQOmTJnCyy+/zNSpU+0uRXzvvffo1KkT48ePB6BOnTrs3buXd955h0GDBjl038PDwwEoU6aMzZhzExcXx9y5c4mLi6NSpUoAjBo1ihUrVjB37lzefPNNANLT0/n4449p1KhRjn19+umn1K1bl3feeQeAunXrsnv3bt544w2bdln7iomJYdmyZaxfv57WrVsDsGDBAiIiIli6dCl9+/Z16L6A89fdFZwOml2+fNm6RnbFihX07t2bgIAA7r33Xl5++eU8jrY1bdo0lixZwv79+/H396d169ZMnz7d5gHfoUMHVq9ebXPcM888wyeffOLs0EUBHDA7l6zf4JOGPrGbQznNAO5Oe5zzvpsJ0gJcMdxiQ0/zgSnL2W/y53bg1rPn+X3xI3i56VfKFIMPtZ9cR4q3GUiiSRUD618KcnngLKWwgmYqoVDO4wrni6h4gacGFuNzS2yfi+eNj2TLZeev+VGRcIf7NLkwH2FhuJDHLEWDTxo02MQZQCOGgj6bl5lX8YRXnwL2IoQQN4eLWQplJZNy0wbNXLlyREdxUB2lkVbPZX0WhU/MjuUGz2yZeRWtDJ4ZNDuSprM1xfI5amuKmSNpOnV8jYU6hltvvdX6b03TqFChAmfP2v+RuFGjRnTq1ImGDRvSpUsX7r77bvr06UOpUjn/OLhjxw4OHTpEcHCwzfaUlBQOH76xgqNRo0YEBNz47tqqVSsSExM5fvy4NUCX2b59++jRo4fNtjZt2jBr1izMZjNGo3uu465duzCbzdSpU8dme2pqKmXK3Cim5ePjY3Nt7Tlw4AC33WY70aVFixbZ2mXta9++fXh5eXH77bdbt5UpU4a6des6nebL2evuCk4HzSIiItiwYQOlS5dmxYoVfPfddwBcunQJPz/nfglYvXo1Q4YM4bbbbsNkMvHqq69y9913s3fvXgIDb1Q2e/rpp5kyZYr1duaLJArHr+pvp4+xfJFzvPT2/+l/8bCxu9PnKQqOfCjQ03wwxDQh8kI8tRIOk270Zm2VFpjCz6OVP4ZmNPPwsVf5NlM+op3lGnAspAo1L7tn2eGGSs1I8b7x/Nl2QufIBZ065Vz7Iu1s0Yj88tSAkD1n9PMu7c+AIc8ZWXAjKb6nOZ/PwgjtDPZnpEYZahKvOxY0Uw5cN09yqpBnC25WO3kCCZoJIYQjss00U8mc4Tyj0t+irqEGr3k9X0QjK3yXuerS/vaqQzSieAbN1ulbGZX+FklkTaGQt13qoBtG5Bo1fAw08zNaZ5rV8Cn85O5Zq0Jqmoau2/9sZzQaWblyJf/88w9//PEHH3zwAePGjWPTpk3W/GBZJSYm0qxZMxYsWJBtX8ZML3fRNC3b90xnly9mlZiYiNFoZOvWrdkCc0FBNwL8/v7+1pl1BZWfvgwGg8vvu6s4HTQbPnw4/fv3JygoiGrVqlmTz61Zs8ZmqqMjVqxYYXN73rx5lCtXjq1bt3LHHXdYtwcEBDg8/VC4xyp9g9vPsdj8e7EJmqWQmuv+jBlkusmfI0DA2T0cKlUd0/WAlaq0H4YMpknNdJZ6wTWT5bhGZ3dT7coJt4271amt+KUnWwNnTasYqFHG9W92hTXTLLdla57mNK4rBBCIP6t8vqJlWt5TmXUUiSrZ42ZxJjoZzNPQmOM1mZ6Gznb319dq8RcbHeqruGVQPKkXbnXd/8x7QKqUCyGEQy5l+QEvmWuMTX+XZfpfoENXQzuaG5z7jlRcbdZ3urS/vfohKNxJTC4zOv1ttqv8FWMqqjy4jvDSNNbWCORImk4NH0OhL83MD03TaNOmDW3atGHChAlUq1aNn376iREjRuDj44PZbLsCoWnTpnz//feUK1eOkJCQHPvdsWMH165dw9/fMgFi48aNBAUFERERYbd9VFQU69evt9m2fv166tSpYw1mhYeHEx8fb90fExNDcvKNz8w+PpaielnHnJsmTZpgNps5e/Ys7dq1c/g4e+rWrcvy5ctttm3ZsiXP46KiojCZTGzatMm6PPPChQscOHCA+vXrA5b7fvr0aZRS1oDb9u3bs/Xl7HV3BaeDZs8//zwtWrTg+PHj3HXXXdZ1ozVq1OD1118v0GAuX7a86WQtkbpgwQK++eYbKlSowH333cf48eNznG2WmppKauqNgMaVK8XnS7UnK4yElH/o67iqkgjWAvNuXMSukJh7gywV7XaXa2C7/1Q9uFgJVTGFM28G89eBVCpeOE7tS1fw6vNRvsbkSE4zX+CEYbfbc5qlY3J5n/acyq2qoIe5kM+ZVfbcaWhJY0MU3QztWa6vzrP9SXWauloNl52/oJJUssOFRfzwJYVUKlOeQV69cmwXpdVyagxpKh0frXhEhs64MODqiH0ctvnAIoQQImf2cpot0/+y3t6lH7wpgmYH9CPcn/6sS/vcq8fk3chDbVV78n1sYVShLwgvTSv0JZn5tWnTJlatWsXdd99NuXLl2LRpE+fOnSMqKgqwVOP8/fffOXDgAGXKlCE0NJT+/fvzzjvv0KNHD6ZMmUKVKlU4duwYS5Ys4ZVXXqFKlSoApKWl8eSTT/Laa69x9OhRJk6cyNChQ3PMqzVy5Ehuu+02pk6dyoMPPsiGDRv48MMP+fjjj61tOnbsyIcffkirVq0wm82MHj3aZmZduXLl8Pf3Z8WKFVSpUgU/Pz9CQ0NzvQZ16tShf//+DBgwgBkzZtCkSRPOnTvHqlWruPXWW7n33nsdvp7PPPMM7733HqNHj+bJJ59k+/bt1kIGuX1urF27Nj169ODpp5/m008/JTg4mDFjxlC5cmXrktUOHTpw7tw53n77bfr06cOKFSv47bffsgUunb3uruB00AygefPmNG/e3GabMxfbHl3XGT58OG3atOGWW26xbn/kkUeoVq0alSpVYufOnYwePZoDBw7kWCli2rRpbq+ecDO6ls+ZQxlLFKtcPAua4kRYefQ62+zmNksjnZ3qAG20pgUdrtudVXl8ic2oaHc9cNbw7G5iStW4sTSy0n4ofYpU0vDzMdCtoT9Q5/p/7uUHdHPzOQorZ9RxPT7vRh4gSSU7XGo8N8psRJ2tSuClTmxKPEpw8J3oNTfkmCsww3F1mrp4TtDstHJ8qWrGrM4qWvlc29U31HRqDPGcoxqVnDqmqJxUjs00c3TJbl7SMXGBBMoixQCEECIvWVNFfGf6NVubKekf8oP+G30N9zDRe2hhDa1QrdW3urzPncp+RURPl6gKlhrjHBflxysXCQkJYc2aNcyaNYsrV65QrVo1ZsyYwT333ANY0kBFR0fTvHlzEhMT+fvvv+nQoQNr1qxh9OjR9OrVi6tXr1K5cmU6depkE8Dp1KkTtWvX5o477iA1NZWHH36YSZMm5TiWpk2b8sMPPzBhwgSmTp1KxYoVmTJlik0RgBkzZvD444/Trl07KlWqxOzZs9m69cZzy8vLi/fff58pU6YwYcIE2rVrR3R0dJ7XYe7cubz++uuMHDmSkydPUrZsWVq2bEn37s6t8qpevTqLFi1i5MiRzJ49m1atWjFu3Diee+45fH198xzDiy++SPfu3UlLS+OOO+5g+fLl1qBgVFQUH3/8MW+++SZTp06ld+/ejBo1is8++8ymH2evuytoysmMjU888USu+//3v//layDPPfccv/32G+vWrbNGb+3566+/6NSpE4cOHaJmzexfkuzNNIuIiODy5cu5Tq8UufNPaejwzJAMGUsUM8+4AixVNMd3s/tF/wOvCTzt1a8gQy0UK8xr6Jmee44KR3KajTU+W+I+PKWrdIJTXZO8NCNIpJ2rQMUrZzkdVtYm6NqUBvzj971LzuVOsfoJotK6FqgPZTaiPvwU4qNsd+TyfMowyziOZ70fLtD5XSnavJmu6bm/l2TVx9CFb3xm5Lg/QV2hQmprh/s747uBUC0474ZFTFc6IalNCr14wUafH2lsiMq7oRBC5OJK9f+hTiahVQ4kJNa51/3i4vbUPuxQ+623vfDClGnG/UjjE8ww3/h+tN/ndyINlQt1jIXhPdP/eNX0nsv7veq7De9iMjM8wwH9CI3S7i9QH2d9NxKiua6gREpKCrGxsVSvXt3pPOQiu0GDBpGQkMDSpUuLeihF7o033uCTTz7h+PHjbj9Xfq57bo/9K1euEBoammesyOmZZpcu2S4xSk9PZ/fu3SQkJNCxY0dnuwNg6NCh/PLLL6xZsybXgBlgrbiQU9DM19c3zyincI5SyumAGZBtiaJVur9lX93N2XbtU4ecP08ROK5O59kmo6LdUeCoNUHQZjJPHE0rpIT5hel989fZtmk4n0cqc5BIAacydnhfQ78eJIrF/S/OrpDfpPc2LlbKHjCDXJ9PGXbpnvVL7REVZ3NbKSOkVwLvU2ia2RpwbnTJzPYQb1TZM1SqVDHXPkMJxgdvh2f0+SpvClxmshAcU6eKpNpnnH5KgmZCCOGArMszTVlSVMSqE9luR1LygmZXVJJb+j1PAhVxb/J1Vzvh4Azx3JxTF10aNBPCVT7++GNuu+02ypQpw/r163nnnXcYOrRkTQLJyumg2U8//ZRtm67rPPfcc3aDWLlRSvHCCy/w008/ER0dnWMFi8wyksFVrJj7FyjhOgn5zWeWZYmilfc1yz479qrDdrd7mhMOBM0AGlOfU5zmLPZzE+RVUKA4Gmf3V8Z8hM0cCBJdziu3nIc4l9dyXkeUPgUV99mfaZbD8ynDdg9b3nBQHbX+Wykj6uSnkBoFvvtQ4UNh6i/oJn+2ZTpmUeUE3hyhcszBp2kapQhxOP/XcXWa2kTm/04UkqPqZJGcd5c6yP10KpJzCyFEcZK1EEBWWfOvnsSxz5DFzVU3fSY7ry5SUSteQbO8HhOF1YcQ7hATE8Prr7/OxYsXqVq1KiNHjmTs2LFFPSy3yldOs6wMBgMjRoygQ4cOvPLKKw4fN2TIEBYuXMjPP/9McHAwp09b3kRCQ0Px9/fn8OHDLFy4kG7dulGmTBl27tzJSy+9xB133MGtt97qiqELBzhbwUVP80E70IzwkwbO9Z4MBp2qV06BpogLqgyaEfa1RPcyQe1/bZaV7dOLx0wzR3MMRWnVectrVI5L0VJL4Ewze/I1U9GBIJEr8jcVhnMuqIKkGc0w9BnU2aqMufQaZa6eZnTgshxzBGbmaTPyTmYOOqdXsgTMwPL/o53szlA9cTKMIxd06pTLOfFsKS2UM+pCtqUx9sRyolgEzU4U0ZerNebNjPN+rkjOLYQQxUWaSs+zGvS5LD/mOPrDa3FzWbknaHbWw5Pi25OsCl5F3l0z94RrZCS/vxnNnDmTmTNnFsm5i+q6uyRoBnD48GFMJucq5s2ZMwewVErIbO7cuQwaNAgfHx/+/PNPZs2aRVJSEhEREfTu3ZvXXnvNVcMWDjjjRNJuPc0HJi9Hmf05l7HR+xpx46+nnp/8BZgzfSHOtNQOLFXiLqrLlNZyrwJS1Bz9InurMYrSWs7ro1NdkBzek+S3RHZG7jKvc+G0PL6DjVUaYQo/D889Dxcq55jTDOCYfpJqHp4b5FwOMw2dpRnN3Fc5kkmRt3FQxTI6bRyO1Im5RAJmZcaoeUalI5sZgt6nwHff9Zlme6HKKvB6KVvgrGEVRY0yud/bMCzPtbwCZmBZflgcytjn58tVEAGkkV6g4hPr+E+SEAshRB6yFgGw54JKsLldUoNm7ppplmfxLQ+UlEcg1RHuup5CCOc5HTQbMWKEzW2lFPHx8fz6668MHDjQqb7yqkEQERHB6tWrnR2icLFY3YnlQbGNbYNicGM5HeS8L1M+pmPqpMcHzRydadZEiyIAO3ndrktVJWum2d585KTLnLvMBKxTCjK+qFfajzZkMFrF2OthysPZgkTLzH/xguGxgg3czc678FfSRT4fAFCLapQm1KEP7Ao4zXkqk3sFysKSmOnXU00zQ+VnbHOaTeiGIaYJFS6dJz6kHJXDFZuqfp7j0swMpbQQh1cBn+Js3o08wMl8fLmqplUmXp116LGREzNm4ogvNhVGhRCiKLycPj3PNlexnTFUHINAjriCe2ZGHVSxbunXXRaa/4+XTG8WuB93XU8hhPMcmaRgY9u2bTb/7dy5E7CUR501a5arxyc8wGa1w/HG1beD8ZrttozldLnty8TRgFRRUUo5/CthM60BAVrOQbOSVghgn56PnHRZc5dlntlyqp5lfy5+19c4f85CdtqJ2Zq5aak1sv7bS/PifqPjOac86XmViO3rgKaZ0XyOWwJo3CiicbrtYbRbN/BIlQZ5BswS1BWOqVO5tsnsNK75m7hb1lw4jvjBezalKHi16PWmfwvchxBClFS60vlR/y3PduYsqSRckbLBE11RV93Sb+Y8qMXBE+muye3krusphHCe0zPN/v77b3eMQ3iw3fpBh9safNLQJ3ZDO9CMsicNnK+s41V3GwE+3lwlCX1iN4hpDiYvsJPTDDx/2volrnCNvHMVVKECwYYg9FxmVJa0QgD71RHnD8qauyzLTDNK5x4I2a1inD9nITuu5+8xnbkaZHOtIe94j7HZ39vQhXnmJQ71dUKdpgWekQsyKUuejoxqmVUungVNcSKsvM0y3N7GLnn2qVBOzXTM71LiwpafcVbXqlBJK89hVbBcdr+oaB7h/gL1IYQQJVXWqphZBeJPUpYficB1KRs8iVLKbbnHjhVRQZyiJjPNhPAcLstpJkqu48Q71d7gkwYNN3ChoaVmohn4xHsG/dNHXp9B8k+ux3t60OyCg19iOxlaAZYPTTkpaTnNsubtcETmBPdZc5pp5Y9Z9ufiLBc9Kl+XPcdxfAZUZplzUr3v/RpNDQ1s9rc1NHO4rxP6aY/J4ZWUKeisp/nAlOXoJn/iMje6nu+wlm95Gmt2qqhmEUYIBgwOF4e4pIpHVSpHl/E8YriPhfr/8bSxHwbNQHWtCmtVwWaKbdf3Feh4IYQoyfblUfG9gVabzWpntu3F5UcbZ+xVh5z+vuCo4rSc9aKe4LK+rugy00wIT+HQ8symTZty6ZLlBb5JkyY0bdo0x/9EyXPBBSWPW2lN8MfPobZHCjg7wt0uccWhdhkBDi8t59h0SctplpjPX8U0oxlDxVj0Wzfzz72p6I02Y6h0JFvATE/zgT23U2Vtdaqsi4Tdt2NK8+KwirPfsQfQlU78jbIYeQokINu2UIJpotXPtt1f86MspRzqd7dyfMaou6VknqkZ29hutcyMfIe9DV0cSkavaRrhDl4LcCx5syc4R95froIJ5EvvNznsu4r3vcYDUEeLLPC5nXncCiHEzeaQOpbr/gaG2na3J3CFNFWyfjRdp291W9+Xi1FC/JnmeS7r62wJnJGYHx06dGD48OEu7/fo0aNomsb27dtzbBMdHY2maSQkJLj8/I6OoaDcfR+cpWkaS5cuBQrn/ruKQzPNevToga+vLwA9e/Z053iEB0pxYCliXhK4wj2GO1ii/5Fn27x+uStqCcqxoFlrQ95B5JKW0+yqG8tj5zYjad3kzdQJqO62cxfEBRJId6CaY4bm2i2sVptttj1gvCvHwFEVrYJDv1pvV/sdHoO7pWZ+3FffDl7XsgfOruc77GN8xeF+y2llOOPgL9KePqMV4JpKcagC1zdeM9A0zabQQ31DLcs034KcnxSuqRT8Ncd+8BBCiJtJXu8j9aiR4744dYpaWjVXD6nIuPOzuysqURYWR3/Ezagaz4VKoDQocyrb6gpXFpESorBNmjSJpUuX5hoQi4iIID4+nrJlyxbewPLJoaDZxIkT7f5b3BwcLEaXTUutERuvFxE4oU5zp+F2h4JmMeoYaSodH807n2d2L0dmmhnQaEAtu/sqUc5auS+1pAXNXJB/wRsv+0GmXGYkLTp8hicaFvjUbnFFOfcLaTtDc1abbYNmY4zP5Ni+ilaB7SrvZXQxHlR9KvPf1+CTZq2WaS+nWU7PI3vKaKUcfsG6SiJKKYdmsRUVR2aZGTHQxatttu1RmuPXLTd/6OvoYezskr6EEKIkyavAzhfmH2xu++Jj/dz3i/43ww2D3DW0Qpef6umOMhX0F6BC5Ejhp8xV4222V9oPQwZbA2cy00yUdEajkQoVKhSoj7S0NHx8fFw0opw5XT3z+PHjnDhxI/Hl5s2bGT58OJ999plLByaKt1u02jxmfMB6+7CKI8rg2Jc4EyaOK/fkRXAFR3IhlSccg+HG06v+9S+w4ZTmoO8flCYUgF3qIFv13e4ZaBFwRdDMhxxe+DJmJGXlfY391RYX+LzukmwnCXBOuhja2VRbra/V4qrvNiINlXM8ppqWe3XRDNdIdetMQGdkrSSWUS3zRLtYTrQ9CrdsshYBSNQc/4X5gO54IQodxQUSHG5fFE6rvJdH1sT+TIVqWiXKUabAY5ie/hkNU+7lttTejEl/h/QStqRICCHyY42+hZ/0lbm2icF2+WYYwdZ/l7SckYd196bJKC7LWRMcyZeatWp8hiwV4x3NoXwzMJlMDB06lNDQUMqWLcv48eNRmQqtZV7ylyEsLIx58+ZZb2/evJkmTZrg5+dH8+bN2bZtW7bzLF++nDp16uDv78+dd97J0aNHrfuSkpIICQlh0aJFNscsXbqUwMBArl61n4NO13XefvttatWqha+vL1WrVuWNN96waXPkyBHuvPNOAgICaNSoERs2bLDZv27dOtq1a4e/vz8REREMGzaMpKQbn+lTU1MZPXo0ERER+Pr6UqtWLb788ku740lOTuaee+6hTZs2OS7ZTE1NZdiwYZQrVw4/Pz/atm3Lli1brPvnzZtHWFhYtuuQ8UP0vHnzmDx5Mjt27EDTNDRNs/lbZLC3PHP37t3cc889BAUFUb58eR577DHOn78RjO7QoQNDhw5l+PDhlC1bli5d8i4W5gpOB80eeeQRawXN06dP07lzZzZv3sy4ceOYMmWKywcoipZJd3xZWWYB+BNluDEtfa86ZA0cOcKTl045MtMsaz6hJd4fMdVrOH/5fIWX5kWYFmLd1zXtSVcPscgkXg/KKGVEpUWglPOZ531zCJoZfNJgQjcMj42g6r2PUrV7fwyPjoDx3Tjlc8JjE7vbq5yVE3/dj7/0G2+UBjS885hxWU/LeflHVic95HmlnJi/esnB5dAAbQ3NnRqHM0G2ouDI62BTQ/ZcdwAGzcCP3rMLPIb/2EsMx9ilDjDLPJ8V+toC9ymEEMXdsPSpTh+TOTfXeQdmEhcXJmXitJtzYJ4rJksVHfrMl1E1PqssFeMTkEIAGebPn4+XlxebN29m9uzZvPfee3zxxRcOH5+YmEj37t2pX78+W7duZdKkSYwaNcqmzfHjx+nVqxf33Xcf27dv56mnnmLMmBtV6wMDA3nooYeYO3euzXFz586lT58+BAcHY8/YsWN56623GD9+PHv37mXhwoWUL1/eps24ceMYNWoU27dvp06dOjz88MOYTJbv4IcPH6Zr16707t2bnTt38v3337Nu3TqGDh1qPX7AgAF8++23vP/+++zbt49PP/2UoKCgbGNJSEjgrrvuQtd1Vq5cmS3wleGVV15h8eLFzJ8/n//++49atWrRpUsXLl507Hn44IMPMnLkSBo0aEB8fDzx8fE8+OCDeR6XkJBAx44dadKkCf/++y8rVqzgzJkz9OvXz6bd/Pnz8fHxYf369XzyyScOjamgnK6euXv3blq0aAHADz/8QMOGDVm/fj1//PEHzz77LBMmTHD5IEXROZrPqn9+mq9NkGyvfpjSWihDjY/yofmbPI8/gWd8ubfHkZxmzbJUOYw0VOZlw1PW25kDQ66YneUprpJsCZid/BRSo8B3H1R+Bk2zP7W+BhEc4Ubhh8qUxxdvLuYwA8g6I8m65ag18r9XHaaN5nnFSJKV4zkBN7CNM/qNX1NMKu8lCY7O4AQ4rk5Tj5oOt3eHzL8MOiLBwcIbAC97PcmPab853H6Z/hdtjI5XIC1seS39AfheX84z+kO0MjTJtu92Y2NKpYc4XLzEEafUWZf1JYQQxdV+5fyPLimkWv9dkiponuZ8thnkjmhAbfYQ41DbWHXCJm+np0p0IP9a5qrxueU0SyTZY9NI6CbFpSMplKrhh8HL/eOLiIhg5syZaJpG3bp12bVrFzNnzuTpp5926PiFCxei6zpffvklfn5+NGjQgBMnTvDcc89Z28yZM4eaNWsyY8YMAOt5pk+fbm3z1FNP0bp1a+Lj46lYsSJnz55l+fLl/Pnnn3bPe/XqVWbPns2HH37IwIEDAahZsyZt29qm1Rg1ahT33nsvAJMnT6ZBgwYcOnSIevXqMW3aNPr3728thlC7dm3ef/992rdvz5w5c4iLi+OHH35g5cqVdO5sSadRo0b2H9RPnz7Ngw8+SO3atVm4cGGOSxqTkpKYM2cO8+bN45577gHg888/Z+X/s3ee4XFUZxu+z8zuqrh3W5J7r2CKwWA62F9MDST0EqoBO/ReQy+hhZJAEkroBEwJYDDV3dgG996r5F7kIml3Z873Y7WrLTOzM9sk2XNfly9rZ2ZnjqTV7pnnvO/zfP89r7/+OrfffnvSn3dBQQENGzbE4/E4ar98+eWXGThwII8//nhk2xtvvEH79u1ZunQpPXr0iPwMnn76advnzQSOK80CgUAkFOCHH37gjDPOAKBXr16UldXdljqX1PhGG5/S8/LJo6loHEn2C7dbPuO9i06Yt5qFqcuVZrsMVn6kpqKXdUaZO4ghX6t0n9Cdb+ZWUOk3nkQ4MYavLwRlMNSKGCgKCWYQ+j9g3j7Yj9hkqQGiF3nkpXT9hXr2/DTSwUl75iZivTAqbXje9RT2AxDeC/7P9rHZwmli7HYHFYQDlF6Ozr20Dvm8GWHnfVAieSBgXlFWLDJ7kxF90+fi4uJyIOJ08ceI+lI5ZYfV+gZHxw/hEMp9MxmT9y8Um7eidTklPRq7c75warzSbzJK/0nGifHojhYOc4UelLw5eC7/6DmTNwfPRQ+m//eQjCOPPDJGPBw8eDDLli1D0+z53S1atIgBAwaQn18TbDR48OCEY4444oiYbfHHDBo0iL59+/Kf//wHgHfffZeOHTty7LHHml63qqqKk046yXJ8AwYMiHzdrl07ADZvDi1Szpkzh7feeouGDRtG/g0bNgxd11m1ahWzZ89GVVWOO+44y2uccsopdOvWjY8++sjSA2zFihUEAgGOPvroyDav18ugQYNYtCi7beVz5szh559/jvlee/XqFRlXmEMPzf2Ct+NKs759+/Lqq69y6qmn8v333/PII6Hy5NLSUlq0SN8/xaVu8bM+1XK/7vcZGngX5IeEj9aiBVvlDrZEmVl2Uzom/YC1U2FRW2yTO2MeRxt6BoEJusYERQX8FHr9bHysEfm+2EnB/iiaRVbXvKWhCrOq3pC3MPTYhOZq05iEv23swIPzlk6ARVk0oU0HJ+2Z8ZTbKM1vSbMYc2ErPpRf85y8h+aiScpjSpfN2Eu3DON0wni8cgTj9GkJ26VUQwKutzRS+VhXW3rDrJH2bkSs3k9KRFvmS3sr+XaoyECasouLi0t9xslimBlb2F5nq4icMkZ3tsBeorTDp/hoQ0uGiEOZIGckfc4quT7pMXWBVCrurNiob6WZWntzNiN2rKyk7NdQq3HZr3vYsbKSFj0MgrpyiBAiQcwOBLLjg3fVVVfxyiuvcNddd/Hmm29y+eWXm/4dFxTY+7l4vTVWLOFz6XrotbRnzx5GjBjBDTfckPC8Dh06sHy5vfufU089ldGjR7Nw4UL6908vPU1RlKz8vPfs2cPpp58eU90XJiwmQqhVNtc4rjR76qmneO211zj++OO54IILOOiggwD43//+F2nbdNl/KLNIgdH9Pnh4DPo7z7H263dZ+9V76O8+B4+MweMvBKClCFWaVVDJXhkSVex4MNXlSrOEkvp4Q0+lRvTZF4AJKxJXQYIyGOP7pcvMfsjWBuE2UyE0RPEIRPvzEcXXmrZmAjQi9k2vTG7B41zLB2C+njlhIJNs1pInKZmxnV1USuvKHiGEo2qiMfq4lMeTCTbi7OfhxNMM4G+ee2lF85ht4ZZhue7D0P/VXns7Zd32C1kkVyQ/COgozKt3S0RiWXy0GbVTKpK8Hl1cXFz2d8ozYKvhJ0A5ztK16yoLHc6/2kd9LjUS9m5+V9cb0SyzSZ+v6MktbXJNsy75tDss5JfV7vCGNOuSn+QZ6TNtWuxi6C+//EL37t1R1dB8rlWrVjEdb8uWLWPfvppW2d69ezN37lwqKytjzhFN7969mT49Nr0+/hiAiy++mDVr1vDiiy+ycOHCSNulEd27d6egoIAff/zRxndpzCGHHMLChQvp1q1bwj+fz0f//v3RdZ3x463F6yeffJLLLruMk046iYULF5oe17Vr14hfWJhAIMCMGTPo0yfko9uqVSt2794dE0YQbeYP4PP5bFcCRn+vCxYsoFOnTgnfa20IZdE4Fs2OP/54tm7dytatW3njjTci26+55pqcGbG55A4zbykAVh0MQQMFPVDAztUh36Tom9ct1WLTQSJ5C1VdFs0S2sXiDT31mjeIQi8c2zWxciooZcxNfLlMf9Wyttkjaz6chNAQvnWWghmQkMS3k3I8IrVKszlycUrPyzbx6VlmXKteYLjdTtWlkTBixnR9nu1js0G0Z5sd7gk+6+j4nkoXrlZjDUPNWobrsslulfSz3GY7SqEwn7AWG7w2jhdHGByZiFHbTJXbnuni4nKAs1tmRuyK71yor6x16H/8qfY9A6pOZ5w2nVm6+c17NGGbl7qO7iDoyA7/037KSDtwJlE8gsunDuC6JYdw+ZQBOfE0W7t2LbfccgtLlizhgw8+4KWXXuLGG2+M7D/xxBN5+eWXmTVrFr/++ivXXnttTPXWhRdeiBCCq6++moULFzJmzBieeeaZmGtce+21LFu2jNtvv50lS5bw/vvvGyY+NmvWjLPPPpvbb7+doUOHUlJSYjru/Px87rzzTu644w7efvttVqxYwS+//GKabGnEnXfeyZQpUxg1ahSzZ89m2bJlfPHFF5EggE6dOnHZZZdxxRVX8Pnnn7Nq1SrGjRvHf//734RzPfPMM1x00UWceOKJLF5sfN/UoEEDrrvuOm6//Xa+/fZbFi5cyNVXX82+ffu48spQeN0RRxxBYWEh99xzDytWrDD8WXXq1CnSPrp161aqqpLPH0eOHMn27du54IILmDFjBitWrGDs2LFcfvnljgW4TONYNANQVZVmzZrFbOvUqROtW7fOyKBc6g6Wq2mdZ4PHQOzxVtC5cyhFp5WoEc1e1z5mij6TI5WDDU+n+32w4AhKJnYmMFG19ASrTXbFtYsJVUOMGgE3Xoznwpt5+Ph7mXbWJr64wmfYmglwon5OzE38An9y49C6zvYUJn+74iae+6hAyNQ+fHexu05OQON9yoz42vsvemDsTbbOhoDcnnZJjwnzT+3DWjVzj27VtkM5exyL6Hkizqsh3DIMMS3DFRlosckWa+QG2yvWey1EdyNBdagyxODIRHSDNpMKVzRzcXE5wNmVoQoxy4XpesRmh/5sK1jLUrmKSwK3UYq9+chKub7OiUfx7JZ7HaWD22Ez21gp1yU/MMcoHkGLHgU5EcwglA5ZUVHBoEGDGDlyJDfeeCPXXHNNZP+zzz5L+/btOeaYY7jwwgu57bbbKCwsjOxv2LAhX375JfPmzWPgwIHce++9CS2AHTp0YPTo0Xz++eccdNBBvPrqqzGG9NFceeWV+P1+rrjiiqRjv//++7n11lt54IEH6N27N+edd17Er8wOAwYMYPz48SxdupRjjjmGgQMH8sADD1BUVOMZ/Y9//IM//OEPXH/99fTq1Yurr746pgosmueff55zzz2XE088kaVLlxoe8+STT3LOOedwySWXcMghh7B8+XLGjh0b0X+aN2/Ou+++y5gxY+jfvz8ffPABf/nLX2LOcc455/B///d/nHDCCbRq1YoPPvgg6fdaVFTE5MmT0TSNoUOH0r9/f2666SaaNm2KoqQkW2UMW31QAwcOtN1zP3PmzLQG5FK3qLTwr1F8fvQHhht6mjX0hapmwu2ZAH/V/s1z2ptM8X6EQMR8sERaPYMFhGsrzrTwBKtNjNIuhaoh2q1Cb7eKJofcw0BPD8tzPF1wMe9F+X618Jqb5dcXPtLGODr+afUOZsmFRM8vQl4QqU84ftPmM9RjTxDIFRttVFadpA5mupxruG89yVdXeyidcGKjca7/BiblfWj/CRlkK/YSwzyoBKtFo8+07/mz5xLb1/DhjXkshAbFIxI8zeqyqf0mB95vVj5jJSSKZrtE6hV2rqeZi4vLgU65W2kWQ6ptpk4W0crYzCf6t/xR/V1K18oFdwX+mpXzrpMb6UqHrJy7PjBu3LjI1//4xz8MjykqKmLs2LEx23bu3Bnz+Mgjj0xoIYwXYk877TROO+20mG2XX355wvU2bNhAixYtOPPMM5OMPuT/de+993Lvvfcm7OvUqVPCGJo2bZqw7fDDD+e7774zvUZ+fj7PPfcczz33XMK+448/PuF8L774Ii+++KLl+ZIdc9ZZZ3HWWWfFbItOM83Ly+OTTz5JeF70WIy+/+7du/Ppp5+aXjf69ZBLbIlm8T8QlwMHfxLDesXnh77TqHEaWI0C5BNqF4qvgNHQuF97gaY0ZgdRbY4mrZ5hT7ChveuOaJbsprG36Jb0HK2UJlzd4Xv+XfkQeEupFLUjYGSSWdJeiX2YP3suYZlczUf+r2PK2dMxUf1I/5qh1C3RzO5K8s4o76771ZE8or0CwGaZXDzpY+M1F82vcj675G6aiNS9rVJli25vknyRcgb/0T8DYLT2bVqiGVQLZ77Y1dpAhr1HMkmCd6IFey0i7ksM/O62yZ0xoqQTKh2mn7q4uLjsb+zOUKXZr/o8hqnHZORctYUudfxkx3A9njsDf63TotnreqJAkAnsLJ665IZ9+/ZRVlbGk08+yYgRIyxTKF32L2yJZg8++GC2x+FSB5FSpmxomV/dHtVHSbyZn6HPpS2tYkWzcKtnnHBm5glWmyTzK+ijdLV1nsaiAFF9E29UvVbf2I51EqHUVOTmDni2tOLYdXOY3WIZG5u357XuT3G1uCNynFFLmF1+1BMNO2ubZIbBzQilIkX/PUQLHa8E3+Nm1TyZB5yLZhAymT9SHOz4eemy0SJcJJpuSkf6ye7Ml8v4Rc5hrSyjg7DXhurD3iQmnddattnqoN1ln8P2zO3swoc3NdHMrTRzcXE5gPlc+56XgpkxZ39ee4t7vddn5Fy1hZ2FvXhe9NzHDcFHY7b1Ed1YmCQF3W4rZ21QIbP32WjH29YlNzz99NM89thjHHvssdx99921PRyXHJJSTN3OnTv55JNPWLFiBbfffjvNmzdn5syZtGnThuJi8xQvl/qFndalVjQ3LK8uqK406y0SBaQdlNOX2PZFo1bPIS0u59W+v69TrZl7dWvvsZY0o7VoYetcDURNr/1eWf89zbZZVMZITUW+/BqU9SYI/KRrHKGogJ8872D0+32hqkWIuZGXUk1oqbNiI1so13fTWMl9BZUZVlVAABcppwOxAROdRI2p6AY28YM+hVPUo03P0UkU48VDIEllaDRzgos50new7eMzhR2PN4CmNOYc9f+YHwylcr2n/Y+7PSNsPTe60izZa0iTGmqK4RPZZLODtpW9Ft5sBSKfDhTFGDVvldtpQiP2pSCAVeJWmrm4uByYzNQXcH7g5oydbw/7qJCVFFiEudR1Xgq+4+j4bqID13jO5z/aZ/wmFwChz+zfKceyULMWzSA0X46eP9cVlsnVWTt3XQ5HO9D4y1/+kuDd5XJg4FiNmDt3Lj169OCpp57imWeeifQLf/rpp67iup9hx+j0L+oNhtt7iS4ANBSFnKackLC/q2ifsC3S6nnMKtYPWU2gz5Q6JZgBfCGtI4ONREIzGlETnbsnibBS1wnKoPXrZXsRlPWueazUiBRVASXUnhs+V7VoJqUakzAqpT1h4/TAtY7Gnm2qkogMg9QB7JC7+Er/ObKtc9zfx+mBETwXfCP+qRFUoVJEYhueFXfoT7NKz32E+zab7arNRGNOUY6KPH4o+BI3Bh61eEYN4SAAO6+hVISjXFCm219RT/Y9xFe/LpdraUBqNx3RbcQuLi4uBxL/0hLT6NJljb4h4+fMFa8GPuBZ3XxuYsSRYiAAZ6vDItt6is70U6y9gMM4DR3IFZtSqLizy5d1MEHTxeVAw3Gl2S233MKf/vQnnn76aRo1qqnmGD58OBdeeGFGB+dSu+yycXOUJxK9gwBOUI6MfP2R9wVmy0W8qY3m39rHAPRXe5CsKGYxK+0PNkf8K/iR5f6DlF62z3WWegp99V5s3dwYuaUlu9Z8T56eehWH1DTkpi2INi0Rqvmftl/xManjYNq3zqd3WxWPmn7yzUa2WicGNS+FdotqhDNdiwhn+V6dys6zI4dGKs0CRTEJowSKEjypjJgm59SplchkLc7Foi1n+GuEvmY0plgkJhHfE3yOWzzmKT2dRBFrpP3JdxV+XtU+4CnldtvPyQQ7pHUbb5hmNEkQoV/TPuQOz9UUG/h0RROpNLPxGqqgMkbArivMk8aJRkZYtWcC9Bc9+ZaJkcfL5GpHVYnRuCveLi4uBypNyXwV+1yW0Av7C651iZu0xxw/5w/VYtk5yjDu5wV0dA5V+tFTGCeIx7OVHXSmJPmBOaZMbjHdp/t9KMsGUrx1K52rDmVS7xnIorUI1Z5Fwka2slKuo6s4cMMAXFxqG8ei2YwZM3jttdcSthcXF7NxozuZ3p/YKa0T1lrQNCYG+V71OkrZzIXq6fiixDRVqBwq+rFIroiIZl68+PBamofWtZuzSlllmnAY5k7PNZb7oynW23Hu3xoya0NIbCoI9GPp60PIT0M4S0al4qP7lZOo9GrAXgaWKEy+uWHawplA0INOLGW18X5Vg1EjIp5mj61vxPHNR7KxeXu69dxJ/yhz8chrwlsKUQmjeEsNz23ECn0tA1T7AmY2SeaBt04vY4acF3n8oOfPKbULdlU6Ml6b4eg5o7WxPOG5FUXkrqLTblVlM9HYUPj8RpvAVZ4/Wj43IprZeA3tk5WQm8R0R6yXyY1/W9KMrexgLxVskztpIZoaHneqejx/1f4deZyqYAZ1tzLPxcXFJdukE1RkxkJ9OdQ9h4CsUEg+JyqDAeikFPOW90km6r9yh+dqFJvNT078PnOJWXum7vfBw2PQgwWsA9YB/AS0WwyjrrEtnK3PYIKmW7XmcqCh6+m/dzsWzfLy8igvT6xAWrp0Ka1atUp7QC51h2TGk8OUY1gkV0QeX6CeRjelo+nxjWkY+bqcPbSlVYzPTjy72I0u9Zze0FuxiW2WE6YS2tJKNLd9vpXb9IhgBlDhLWRq0aGcsH5qWuO0YmrRoVR6a4SIWet1Vm7T6dE6vRlbsWhDX6U7S/XVpscIVUO0W4XebhXHHfYRA6tL8bfKSqLt88KVWUJoUDzCkadZmM/1H+qEaGZnYvKn4J2Rr7uI9lzruQCAm9TLeEH7j+1rhVuinbCejUyXc3MaCJAsfTZMUxoD8LDnRh4I/i2y3Y6YnlcdBGDnNbRPr0jBqCD7JAvWyMNHJ1HMVrmDcvZQXDWEkepFPOtNtEkYJAZQQlvWk/5ChN/1NHNxcTlAScX0PhnL5ZqMn7OuMkw5JmZR/Vx1OOeqwwHwS3sJnHW1PdO0zXbVwQkhZwCU9QpZl7RK3kEBZOTz2+v1IoRgy5YttGrVyjJgysVlf0BKid/vZ8uWLSiKklbaqWPR7IwzzuDhhx/mv/8N9fULIVi7di133nkn55xzTsoDcal7zNet24POVX7HQ9rLAKiodBbW5dKNokSzXXI3PZROrNWtq4dyfUNvxZYkk6U+DvzMALq0UBhYLKIqzfYxuPS3lMdnh8Glv5Ef2BcRzg4pUejSIjOKwT6byUFtaMEhSt/I4wLyYvYHo6pghNBstWTG87U+jgcY5fh5mSZZVVUevhjPs+m+0ZGvn/Tezqfa9zHCspVp/UDRJ6Ux3hZ4ivG+d3Nihr9TltuucmomQqLZHZ6rOUz0Z3jgKgDD4JF9soL7gy/QVrTiNvVKvFFBAMleQ78yjz44Tx/NJkEZpCJJEEtLmtFINCS6kPEV7T1D0UwRCueow/ibAxHWjHSq1FxcXFzqM1sxDzxKlVUy996imUCXzis3Xvc+brrPJ7w0okHSNPm10n7XQS5ZY1YE0Hk2eCoShbOixSHrEpus1jekXZGoqiolJSWsX7+e1atXp3cyF5d6RGFhIR06dEBRUr/ndSyaPfvss/zhD3+gdevWVFRUcNxxx7Fx40YGDx7MY4857213qbvMSyKaHaz0ZnMwJCS1olnSm+4mokY0Wyc30k104AemWD7nY+0bjlQOtjfgLLPVIh0S4PfqUEfn86iCybc0YuGmIOs3+zl69XzyTnox5fHZ8TTLA9Yr8zPuaQZQYZHgF018RVR+nGiWiZvyOXIxS/SV9FScV19lkm1yp+X+pjRiE6G/oYuUM2gY1474me8VDvX/PvJ4LxUxFZvRDE5RXP5VzuNL/SfOUk9J6flOeFX7wNZxAkGTKO+YHkqnyNdGrRl3BJ+OtH4frxyBT5h/tMWnaT6jvcHJ6tEUGfjI1RZz5JKkxxSJ1jQxeC2YVefaFc10vw+WHQZBD3iC0P3XSLItQAMMVsxd9gvWy42skaWUy90cqRxMM9Gktofk4lKnSDYPTIV1Nlrx6yLlNsLComlAAYXC+vOjtWjBbmktmk3QndlQ5Aqz14bi86M/MBxl2UAO36ZwW/Aeru5+J7uKlthuzQRYkaGKxIYNG9K9e3cCAXuVfS4u9R1VVfF4PGlXVjoWzZo0acL333/P5MmTmTNnDnv27OGQQw7h5JNPTmsgLnWPVZhXZygI2oiWkVW3lqJZ0vNF3+x/pH/NQ8qNSZ8zTp9uY6S5IVlJ+HDleMfn9KiCAUVeBhR54eDsixYA+cDwLJx3X5LKmDB9lNiqHlWoeFAjAQCZqmQ5yH8GP/re5mjlkIycLxW2JZlgN4kSzc5Vf5ewv6/SnTOVk/hCD6W27mGfqWjmUTwJlWt2maLNyolo9kjw77aOa0qjGOGnFTVtz1sMfqZhwQxgpr6Aw5R+hucNp2mGPM4WQfEIlrKKblUnM873LoOUAXa/lazyiz4r6TGdRAn5Ii9h+y5204xEseMw0Y8C8i3bY3W/Dx4aA1rUjY23Av3+4THCmcv+yUvBdyLC6o++tzla1N57p4tLXWQn1l6/qbCVnXXKisQu222G+oTpZaMboxXNWcFay2Mmyl9ZrK+gl1J3whP2yQrLcSs+P/SdxgzgzPzOPFkJs5KERMWzxML+xCmqqqKqB4iRnotLhkj5Hfroo4/m+uuv54477nAFs/0UozaoMMW0YTd7IzforUSLpOdrJGIT6jYK86SZMAvksqys7KXCVoufB0BrB35m+yOVNtszjVrhoqvNqvCHxA1/+1BVUBq8GrRX2ZQt1uvWHhTRxrcloq3hMQ2oqT4b6r+cmwOPc0LVJdwXeD7BM60FTVMa529yfkrPc4rd8TWtbs0Mkyd8EbEw/n0pvpovQKAmCCAO6S9JTNMEdHS+0SbYGlsuSFblC9BbdKGxQernDpPUY0UoydPJVh0cK5gBBApC26vZ5bC6wKX+0DiqGrw8SRCQi8uByG6Z+fc/HZ1t7Mz4ebPNTow/a8wYohya9Bi7vsA/6tnz/k2FWXKR7WMDMkA3xbmh/3JWuwb+Li61iG3R7KeffqJPnz6GIQC7du2ib9++TJw40eCZLvWV3RZ+TAOUXmyJqrxqSfJKs7Cxd5i9Ntv5/hF839Zx2Wa5tFhFQjngDTUrbVaatVASXyuF5NecR2rIDa8h130YqgqSjgtiI4zVJ9bqJGOlRbUmgF/UlMebiWbRLZvL5Rr+ob3PVDmLZ7TXmSJjK5LaiJYpjXOxXJnS85zglwFLIT6aZnHvFVBTzbpVbqdSVjFem84+WcFCuTzmuM1yu6FoJqUKm++v2eCLTdNMJornkhUW7zVh+irdaRzVwhrG6kamr+ge+fpPytmJB3SeDWrc+7K3IrS9Golkn7T33u1Sv2ga9XrKRkWNy/7PDrmLX/TZaNJZFU19QErpuCXRLht06+CtushqaWJ8b8LBSu+kxzS32RJuN4U7V+xwUHW3Qq6lUxIPaCN2sYfNZD6IwsXFxR62RbMXXniBq6++msaNE29mmjRpwogRI3juuecyOjiX2sUqJe1e9To2sTXy2E6VVZ7wcbpyYuTxJpm80gxgllxo67hsIqXkS+1H0/35pJ7Gsb9QabMtsCGFCdsaRHt5BYpiqoFEdTVQKpSzh3UZSBxKlSXaKsv9YX+uNrSgiUgUQAAaGVQThZmjx65udqTY4QhDbGNn1oWQDXITEnsCppGXUuvqFs0dlPPHwA0MC1zBFYG7WajHimZb2YHP6O8xUAT+qEl760dj0jS31KFELjviYh/RjcYi8bVh1TIT3RpttOqv+Pzw4HC45Ha44O7Q/watmcmSlV3qJ42j3oN2uZVmLg4JyiBHVP2R4/0XZyR0pK5RSVXWglCWSeu5Ql3kS+0n28e2pBlnKiclPc5uNfoeWcdEMwdVdwvlCgaInildZ6G+IqXnubi4pI9t0WzOnDn83//9n+n+oUOH8ttv2U3+c8ktQZN+ewWFfaKSE/2XRrZ1FfZKjd/3PhtpSdtoM7p7pl77otlOytlikZrUxKDi40CjUgZttVTGm91DnJDmLQ35TQHkLUR40xO9FsWJKrlkKdbGreXVKVG9FfP0xgYGP68wtwSfiFnR72bz79CIyfrMlJ9rBydx6caVZjXC/Pf6ZAA+13/g9Sg/MwiJX9GR9pFWX88m8FW/rnyLEL71cc+rG23gEEoZtUJBobMoiUkkjjyXct7VvuCgqtMZVHUOP2g1YSvRCb+L5UpDAVvx+VH6TkE5aELofwMvs3Wy9oRol+wRXWm2y600c3HIMrkmkvZ8T3D/WkQPyiBX+e/N2vlXSOcp4bWNkwr1t7xPJQ0BAGgumto6X12rNEv2mR3NOllGf6VHStdZJGtvPuvicqBjWzTbtGkTXq+xTwyAx+NhyxZ7lUMu9RsPKn8OPByz7XT1RJOjY/EKL20JtZBttFlptpEtlNk8NlskMzxtR6scjaRuEpSSbRuejrRUWglnhpVmUduE0BDFIxDtz0cUX4sirGPNpaail3VGmTuIY7/20GFie5h/RMjUHJiqz07tm8oAm7D3uu0X1TYXj1FCYjRj9PGRr4sV4xZPO3ygfYWUkrHaRGbr9v057LLegdAS72kG5l4nc+OSJsvk5kh7Ztj4X677EDb8HaNCN4VQW7Xd1tFckOyGoC0t8QhPTCJxmOVyDXcFnmGJXMVcuYRHgq9E9vUWNeLsIrmC5il64JWxOaXnudRtmriVZi5pEG/RsD/5L72kvcNoOTZr56+PCZqb5NbkBxFKwz5eGWTr2OYGITZG1DXRzEl75ha53XahQTzxdhQuLi65w7ZoVlxczPz55mbRc+fOpV27dhkZlEvdpjGNWCRrSoTz8NFe2P/dh72bNrONhiRfeQL4QvvB2SAzzHasPxA7Kc79CfYnVvp1tKrqcvMog3UjGhiIZvEhEUJoCN+66vY584m31FTky6/B394l+P7zjBv/E6u//hD93efgkTHofh+f6d/V2uTdrlHuSPVi033HKIdZPvfzqL+NYtHa9LjoBEojJugzeFf/H2cGrmOI/wJW6878SpIRL5pZhT20NBirHd9ECK1++2T1Ak90q6+/NwSiv459jW6xWfmaC/Yl8XvsIEJjb2HwM/lM+z6SagyxP/cOoh0Nqt9zF8rlNDMQJ22Nz2boh0v9oklMpZkb+ODijPI4k/wym4tG9YGXg+9m9fxr66FoZtffrRlN8Ah73rQtbFaa7a1j7ZlOQhG2sB2v8FJAYvp1Mtz2TBeX2sO2aDZ8+HDuv/9+KisTJ8sVFRU8+OCDnHbaaRkdnEvt4dfN/akaxAldL3sfdHTuYtEGCBlKNzFowzLiEy17K3x2SLaK1MGBaLg/0sWnIKJaKqMN1uNJ2p4Zh1mbMADbi6AsyqdKiRJgqlP/lshVLJDLzM+RRZKJHwDHiMPobCG69hc9GSQGmO5fHCVgF9PG9Lj4v1sICd5h1rORqwOh9pMgQb7Wf7Yct1OWytWRr6MrwIwqE1uJRDGotY2EXgitQG+urhqTnk0gqn8HogK8ia9RvVqU3UF50orSXKEn8X4rqX4PNfKSnCMXxzzezLaIaKwIhd7VLZqr5QZLvzwrKnBFs/2RGNHMQbuRiwvA7mq7gTBrHBrF12WyXdm0mvXJD6pD6FK3HeZVhPliXjwtDD77jYh/rdU22/Sdto/dWm0F0c7BzyXMfLl0v6rgdHGpT9gWze677z62b99Ojx49ePrpp/niiy/44osveOqpp+jZsyfbt2/n3nuz1+/vklsWY25KGowyQj1dOZGLlTMcnTu6Ks3uTdtk+RulsvZagpJVmvUUXXI0krqJRwiIaqmMNliPp7FBu6FR9ZktmpdCu6hWQj3qulGpf0f5z3fUHpgp/ASSHtNXMW/NBBBC8D/fq/zP+ypdRPuE/dHfl9WE02iSaSVIZtLsXZMa72if12yIC3sgUMTRHBLZbdSK2dZBMugyPfT+JYJtQFaLhbIA2jxi+RqNrqCty4QrzVraCGAJEIypCOhVLZpJpGHKqB1c0Wz/JLrd103PdHFKvA9ebXzmZgsP1l6t6bKpDlU622E3e20H+xyk9LJ9XrtBADv1uvX+tBj7/m5zAkv5YcMm8hachD5vCHppF6Rm7/VVzh62sTPFUbq4uKSDvXpZoE2bNkyZMoXrrruOu+++O6J0CyEYNmwYr7zyCm3amFc5uNQv5uqLTfdFv2GfrpyIEMLRuXuIzpGv82zetEkkn2vfc73nIkfXyhTJKs2cTAr2RwIyEBIhfNZmtk1oRIHIT9ge355pF6FqMGoEcnMHPFtacdS631jbuIi1zYrQe8yKmJj78fN/VVcwP39MStdJFQ1rPzaA3ynHJj2mqWjMUHUIE5UPuCHwCEWiNb/os5kh57GJbVRJP3nCZ9naYFT1plmIZpn0zviv/k3shnDYQ1XvSNWXVxRFOnGN2jOPUwahoKCb/Ez7iu6RisKntX+FqtmkEjL/94euI3zrLQXdRfoKjlYOMd2fCzbpyX1iTlaOBqClzRuMLXJ7xK8quiq2QORZdT+bsluvW6v8LpkhekEjvtXOxSUZu+KEjP0pZbfKZjp4quytYx5dyXBSld3LwaJyc4PkbCPqmq/msqhKeiukprL25YcZXpYPXF2zvdk6jup7OdPa9yfYaiuizZrQ/NaArXI7LW1W5Lm4uGQO26IZQMeOHRkzZgw7duxg+fLlSCnp3r07zZol/vGuX7+eoqIiFMV2MZtLHcKq4iLa7NWu/0A0fZSaBLc5LLE4MpZPtLG1JpolqzTrLA5sT7NKmxPKsJ9dPEatg3YRqoZotwq93SomDQBYB6xLKKNdzloW6SvoHfX6yya6TC6YNaMxJyhH2j5nC9GU93zPAnCh/xZmyHkAlMrNdBYllm2uVTaq3qLJpHfGOH1azGMhNCgeEao485YihMY4WXOMUdtha9GCYtqwjkTvl3zy+L16CguCIdFsqj4fueG1kCjnWwQlFyYVzCAUOlLbzNasQxha04Jjq33u7PrE/E37Dy8pDwCxf4MeZ1OACM/or9Mh2I5rPOen9HyXuokqVBrTkHL2uJVmLo6Yoc/jfu2FmG13BZ/hRvWy2hlQBgnIQNbbM+0ssNUlnHh4naWcbPtYu0EAdS3dNz4EwwgvHvzb28VaioTZ0Z7JE7+H6iIEWbQYRl5jKJxt0rfSK0fzWBcXlxpSUrSaNWvG4YcfzqBBgwwFM4A+ffqwevXqdMbmUous0NfaOs7uqlA0fUV3BM6q0wCmyJm1tnJpVWmWh49mKfwc9ifselu0NxHNjHzO1Cy0Q/zB/+ec+UHYuek8VTkBn0itRa6TKI58PUPOBbCs+jSr0DJjLaW23weSschAgIsNe4ilrTBOo73LMyLy9Z3qNSz0fcOX3tdYlvc9faMTSOMCAITQkwpm4CwBK1tMYZbl/r967ogRy+y0uE/Sf4t8Hd0eb7e9xohngm+k/FyXuku42myD3MRGm+l4Lgc2+2QF1wf+YjgPWCrNrT7qCzscCETxhNO99flHJ23Fm60tTPk6uabMpl1KPj66q51sn9crvLYWUXezlxeDbyOlxC8DvBJ8l0+0b21fJ9Mk8yGFkFVCgqVINNHzt9JeIc9eA36W0wy3u7i4ZJeslYG5RoX1G7sGrnYT7aJpIhpxpfoHx88D+Ez7LqXnpYtVKXp7DuwQAICdNsWGYhPRzOjGv5/okdaYjFjBWr7Rx2f8vEbstGGkfZjSL+XzD1WOiXz9pfZT5OtUBGkzzg3cmPY5pJSOvMLyyTNtPbhMPYsb1csYqV7EvZ7r6KK05xT1aFqJ5jSNDhUJt39C0mCKaMIGvbWJVWs8wCFK35jHX/v+xfnKqTzlud30OZuj/HLCQSwAFTZWx81YSym7pdumub/RuNrXbC/7uD/4Qu0OxqVe8DftbeZJ466B+pgKGY+dz3IjotO9efdpeO8pePEd5Cv/NBTOPq2l+W0qLJL2PLwOEgZVVUloZrPa7I7g0/ygT+ED7StuDT7JxYHbmK7PdXy9XCJUDTFqBNx4MVxwNzSJWpiMvm8uWhwS2Az4WXdFMxeX2sDtnXQxxG5UePMU2jMBXvDcyyGij+Pn1VaK5g6L9sw+olsOR1I3sbsS29XAyB5ib+TD/FEZltaYzPhA+yor543HTvtAOMkwFYYoh0TSL+dE3bBk0rB4gVzGa8EP0zrHTsodJV390/uI6T6P8PCU93ae9d6dUKEXXfUqhIawGUwRzXKZmcq6dFgprX0B48MgBikDeMv3FH9Uf2f6nG3sZJ8MVYEs1mtudvwykNbrpb4EJ7jYxxvVshsT3uHiYsJDwZdM9+0PYQCPBV9N7Ynx6d5hTKqIJuq/pnadWmChbs/z9EzVfmtmGCN7BjOm6LO4PfhU5PFLwbcdXy9dgjKY/KAohKqhtFuFctAEGt5xNdx4MZ4Lb2bIsSfhueBmuOEShElrJuxfqbQuLvUJVzRzMWQXyU2ABYKmURH1TvAIDxN873OT+idHz5sh51Ils2vIaoRV21Y3pUMOR1I3sdvWZiYwxm/vI7pxtee8tMdlxNf6+IiAkE12yuSiWX+lZ8rn9wgPPatDNVbItZG/CytfM7uExTiAG4OPpnXjY/e5k3wfsCrvZ85Vh6d0naaiccxjq/ZPMzbKLQRlkEeDf+evwX/XSsX0ZsxT1JrSGFUYi1xGVb+FUW0u4fThq4M1KdfrZBknYN9TL55Vcn3Kz3Wpe4zXpu9X5u0utU99F800qfGjPiW1J5u14plUES3HesGkLrHIZlDQ2copjs9tJxU6zBPaqzHp0FvIfbV4OhXq3dUSlHar0AdMZ8qpVegHTUcpWmkqmEFyj2UXF5fs4IpmLoZU2WjbaWZxA2cHj/BwkjLY0XM0dNspNZlkm8WHVHfRMYcjqZvYrTTrrRiLZvHVM2erQ2kiGjFEHJr22OLZR0WCMX02KE9SadaF9il5AkbTu1ps1NBYLtcA9lsbrIhPCnsw8GLK57J7E95HdKOdiZeZHZpFtWdKqSL97ZHS2fvTbvYyWv+OR4N/5/7gC7yvfZnyeFLFynC6O51M9/mEN7ZFFTg56v11bnU1YrTv0HZ2cZ4nNZESQileLvsHutQZFriCrbVw0+lSP5BSOhbB1lO/RbPZclHKfxMxrXgX3wEX3WlZReTEXL820aXOYhtedSoqHaO8V+2Siu1LmC218JmUijCsVNtozGeZ4+f6CeRk4dfFxSWWrIlmVobULnUbTWq2TC1Tbc2MJpXY5AU2V7gyiVUlVSeTlsMDiV+02baO62Di/+YRHm6qTtkqojVXVHveHS76Z2R88cyTS7Ny3mh26NYT4NPUE9K+RrTYuK7aO6YV9ldp7ZKOmfM6GxNKDx4KReoJqhDyxSukICSYbXgNue7D0P8OhLMKKrkn8Gzk8ajgQ2mNySkBGQiZBZtwgjLI8vmHxvmdnaeeGvn6wsAtCSvi5ezhKHFICiMNsaUOeMC5ZIZNFhWOLi4A1wUfpFvVydwV+GtkW7Jq3PpeuZhupVykFa/fZJT+kyyriAIOE65ri9VyA/tshD+1p21K94JO2jPjKZWbcl4hXqY7T91uTlMgtOCZig/tYpueci4uLpnDDQJwSWCb3GnruBbVb/rpEJ3kZpex2sS0r+sEXeqW5dBd02jPDErJ0iqNYD3/e/lVzk96zKfely0nUE96b2d93kSW5n1HkWgNwJ3ea+hMScbGGWahQZpjptmgWadLdcrA91USFaxwVuB6VurrTJMnUyE8mUvnxsGq3TBMIfkpnz+MECLkjRednFnVO/TYAKNqtADBmOSuSnLbCp5MYLzYc6bl/gvV0yNfH6scznDluJj9b2ifxDzW0SPG76mwBbfSbH9hg8lrT5fOUndd9l/e0j4F4AXtP5FtZn6VavXtRX1vz8z1wkC052RdJZnvZphj1MNSOr+T9sx4dlCe8wUAOz+PC5TTYh5HV4UrKdyKL6yF4gEXlwOdlEWz5cuXM3bsWCoqQqsN8SLZwoUL6djRbVurj5TajJJukaFKMx/e5AdG8T/9R/wydytyu9mLjvGNg4JChxSEPwgJZses3Eu/5Xs4ZuXeei2c2UmX6mXD9L6laIZH1BhRNxWNGaD0SmtsRiyUzkvinbIY60lNT6VT2tcoiQtQuDP4V9obhCqkiqyuOC1jC9P0OSmdw47fXUOD9NRUKBFtbSVnWlWjlUfdBEpkTt9rNmBdldFddLLcf6FyOi957ucO9Wpe8zxCgcjnavXcyP7vtckJz0mnJchtz9x/MBM3xuvTczwSl7pIwOR9cLrJ54JWPWdaLFeypzD3PrSZItcLA99pk3J6vVSwK4QeKw5P6fzpVst/pn3Hr/q8nBVvrCB5gNBFyhn82/tYZIFwOWsioSsa9n1Xw7wT/IIKWen4eS4uLqnjWDTbtm0bJ598Mj169GD48OGUlYVagq688kpuvfXWyHHt27dHVTOX4uaSO8ySWVSUmIqQJimGAMTTEeNKEDP2sI+f9KkZubYdtlvc9EdXpThlpV/nt8rQh+VvlRor/fV3Rd9OUmSq4mI7Mlc5FWaJXOU48cgpq7BOOEolij2e6EozgC/1n2hFy7TPO9Ag2fbOqJYcJ+ywIag2FZl5Lymmjb3kTItqtL1xnmJ2FxEyQbKbkWStLkIIrvacx8PeG+mshCoZz1BOiuyfKBPT2dan0T612RXN9hvW6WWG2yfoM3I8Epe6yE6Dz/jvtcmcFhiR9LmHf/86QbV+zm9yvTAwTZ+d0+ulgl2fulOUISmdv5UD25YuJNqj3Bx8nCH+C/ir9u+Uru+UMpm8PbOv2p2L1TPpJ3pEtllZMSRjvJzOMP8VbleXi0sOcSya3XzzzXg8HtauXUthYU1K23nnnce3336b0cG51A5mvfLNacrVak2i4SBlQEau197E58qK6frcjFzbDjssWjN70iXl83bxKRyaHxKWD81X6eKrv7kcZublut8HC46gZFJPvp3jZ96GIEHN+kO+Svo5uuo8BlSdzsX+W8kTPsvjU8FPwHaLQapYtSUKBC2V1M1uw3QR7RNWZbdlwMg7fhKo+32oC49k1ril7Pr8O2aNW8o3cyuotCH02qlkap6B8AKAI5WDgVByZgdf0Dw506IarYLY1dtk1V+ZxEo0U1MsDI8XVuPZwMaEc0tNRS/rjDJ3EEd9nYcyZxB6aRekFrsQttpNz9xvWFYdJBJPIMuLCy71A6Nq8m/08baeu615Bas71w+T+3hyvTAwPwdV8Olix6fOi5e2SmoLeG2E/edZeSv/K/jflK7vlGTViPnk0bZ6MbO3krzjIprumHdsTZdzXS9KF5cc4kl+SCzfffcdY8eOpaQk1o+ne/furFljPOlyqV+YiQkniEHc7xlJD9GZQpHPOcqwjFyvsWiIjdyBGBbK7HtShbGqNLtRuTTl83qEYGKXBqz063TxKXjqcXiG38DAVvf74OEx6MEC1gJnEwACDCxRmHxzQzyq8ffrw8tMuRCJpJFsxMnyfHqJKSyOShny4TW8phOWyFX0oHNa57DCKj0zj8wIgQUin+98b3Jf8Hm+1scBMFtfmPZ5N1IjmnUKdGbtw28xMejhCCAv0IgqbyHgp9DrZ+Njjci3EHzjK810vw9l2UBKtm8GIVnftA3NezWDvLSHzWXqWTQSDSiXuxmjTzCtnhFCg+IRoQozb2mMuBaQQKB9ZHtpDo2s1+vmollhilWtyUSz1foGvHjRqhOTpaYiX34NynoTBCZJCdXvTbJ4MfLqhxF56xFCo4wt7JC7aJZmCqxL7dNL6YKRC8Fy3HmdS2JCti51R35lpcV76F4PbZgysQgVje73wbLDIOgBTxC6/4riq2lfrQ9po2bdKNEcalCtbpfiJJ9Z0ayS63jX+wxlcjO3B5+O2bednSmPwQnJ7Ene9j4dqRKPrjSLRkWJtDRHkyyUbaG+nLZq+t0FLi4uyXEsmu3duzemwizM9u3bycvLwF2PS62zRjf+QDxM6U9DUciVnj9k9HoNRaFj0WyeXJLRMVhhVWmWbgKiRwh65NXvNua9unGVGasOhmDijf6s9Tort+n0aG38fQshaEgh5bKSeRtu55qqLvTJ/xey6KSIuNGYhinHwIfJtkFxRbUIYUSjDHl4QWjl8mPvi3SrOplSNjOV2Rk5b2dRwiq5npUrW4Um+NWEBLMQ+wIwYYXG0N7moll0pVm8kBrmK2+Aysd0S/HNDl7h5Tx1OADj/dZeTEJo4ItdIAh7nVHVO1SJVjzCll9fprCqfmybYptyI9GAQ0QfZkpjMXWFXEMhBVSGX6/bi6AsqnU4LOYL4LBesOF9ZPXPRgiNhXIFR6eRwOlSt3GrCV0gURiopMpRMmZp8V6S2HzWSfZIk/lNCuh+Hzw0BrSoeZG3Av3+4RHhbC8VaLqGqtTdeaGdsIJzqz+HU6E1zfGgErTh9bWNnZwijqZTIHEuXokfTWqoIrs/y3L2mO7rQBFnqDUWCRerZzBaG8svcnbMcWbi2ErWkYePKpNQogVyGSdypPNBu7i4OMbxHcoxxxzD22+/HXkshEDXdZ5++mlOOCE9AcGlbrDepB2ph5KdqpxUKihWyfVUydyYy1oZmReo6af+1XdWYHKj33k2eBJjyQ8pUejSwvqtpyGFECiisirU/rqw0svV+k2R/am2qkWTbdHMKj6+VRrpUEYoQuFsdWj1de21UyX7GUbapjvPxuOpOWdeIOomwlvBkC7WFZIxfz8mQmow4GXCCudmuFb4UqnmM/A6s+PJlimsRLPuIvVgnXPU/zPdt05upFm0P2XzUmi3qOZx2DOlMdC6eluUD5wrquwfmKWxzZaLXd8cF17R3ot5XInfWaVZibmwUJcxs55IiVUHxwpmAIGC0PYovpW5TYh3wk5ZTinJfT6HK8enfA1FKLRx4M36sf5Ngq0ChAz2c9G+uM/g2mEGKwczsOpMXgm+C0Az0YRxee9ynnJqzHHSRDSTSPwWKd63B5/i+KqL2SS3pjByFxcXJziuNHv66ac56aST+PXXX/H7/dxxxx0sWLCA7du3M3lyYjKXS+bRKysJ/DAR6XcuGm2QZcwUiynv0JzKvC5c1/s8FE/sTe9Ok8qqItHacHu6NBCJlYvJ0NGZpP/GSergLIwolu0WlWYuIX8LKdWEVjfF50d/YDjKsoFcXT6AYc2upmMrH73bqqatmWEaigbgXYeatxStqgeH5qt083qj2ofSb2Vdl2XRzKqsvotINK9Nl3PUYbysvWv7+Na0oAxzA9twC4bi8xN84BReWPVfBu/Q6bJzNVc2/Iavmpaj95hFwDceLEJBYtp6wkJqnHDm82oc2zWzq8EpeeGFvc6qeke8zqwqTTPNRovfxwDRM+Xznq0M5V6eizxuRAN2V6eEbmIrxbSJiN9C1WDUCOTmDni2tOLIdXP4peQggi23g34X+HvH+MBlW3x2yQ2XKGfxtva5Ydv7VDmLo9xqwgOaX+IM6nfLPY4EiY1tMyg+5ZDdcm/yg+zSeTaoFQmVZnSeHXPYaG0sp6rHZ+66GcRMXI9GRaGjcBbwFU870dp2JeNX2jjTfavl+qzdu4Spsugq+Fofxx72cWvwSS5QT6d5tZVBP6U7H9nMxki2ZPGLnM0Lwbd4wnubzRG7uLikgmPRrF+/fixdupSXXnqJRo0asWfPHs4++2xGjhxJu3appeO52EevrGR3635Qaf4mbUVL4GSp8HHwEXbQnjcPncPlvxwUI5yZtZW1cJBo44SGOBfNAC4K3MpGdUqGR5OIlaeZC6zTNye0tEULZ/SdxvHeczlNtf97bkghQmgoxdcyW0yja57KaL1ZRDTTjcx3HGLHlyNb9BHdMn7OI8RBFNPGtnG91eoowBpK6SY6slyuQfH5uafneSzOG0sT0YN8/1jQp6EQ8ixrYpJ+WSmratr+iBVSoz3NPul7Nfm+zLYYNI0T8oyE3XiMvM5y9fdfKavYS2JlZpj+irEXih3CSZphjlUOj3jgbZe7GKocwwS9JllTqBqi3Sr0dquYMgBgOgogZaIPnJMWLZe6y5Paa6Y+kfP0pRyluKLZgUz8Z26phcBvxJaW9VM020PmRDPF50d/cLilpxnAPD139iNOWagn9xNuRfOkSc/JaCta2rZtmSMXme5bpK/M+nuXVXV/dKXil9pPXOb5PQBDlSHczwumz5OaGlm4OmbtNBCCiSWDCLbaimizJrS4FcUX+o88gSuaubhkE8eiGUCTJk247777Mj0WFxtoE6alLJiF2UUbNhNKcCn7bS87VlbSokfNypdZ73wzGqd1XTMa0zCl5+2knCX6SnoqqSdY2sEVzaxZ7K9MaGmL94oaIg5zdM4G1UKqJqrolKfjER46U3PjX2mxsmeXX+V8tsjtGW+VBJK2M/VVumf8mopQOEcdxova28kPBnZZBBWE6UqHiBF4JVV8qo3les9FNBU17wUhz7Jiw+fHm0dDjZBa09S3mha+m2yN2S7L9TUxVXdGXmWWwlnU69foe8gGyTz6hijO/obi+Zf3Ma4O3EsTGnGJemZENNvKDs7l/3iZd5Kew8gHzq002z/4vTKUb/QJhvvuCT7LRH0G73ifSftm2KXu819tDH8OPMIudtNbdOUr7z8TBP2NujPRbGsb60WaukpG2zMJf/5ZL/YuYiXFlUP4s+cS7vKMyOj102WRjUqzrqJD2tdp7iBcZkv1Z6eR95ed8aaLZsN7DWC0PpbLCIlmA0RPuooOrJA17q6NaUg5exLCeKYE9iGAYLWfrCxaDCOviRHOVsp17JK7TRcwXVxc0iclY6CJEydy8cUXc9RRR7FhQ6ha45133mHSpEkZHZxLIuqxR0B+eoELTdhEa0KrRe0Oa0CzLrG+XGbmmwVkx7+rkUjdFP3iQPZXVuLbs6Smopd1Rpk7iO1f/MSscUv5Zm4Flf70q5/qIwHPmpAQATFtW9G0UVo4OmejqJbdcBtZK1FzDrMqKd3vgwVHUDKxMyWTOsH8I0LbDNDQmKT/5mhcdrGqGALoQubbMyHUoplJVsp1/MPzUOTxLcEn2CP30TRKQLfy/LJrot84g8EIEGr5jln9jfMqk/4S4ycakKsggPjrhF/LnSZ04PivJKUTtqf1PnOxcgaTfR8yJ+9LDlP6x+zbo1i/Xq2YqS9Elwfme9/+xOkWoTZ7qeATfSzT5dwcjsiltrg0cEdkUWWRXEFX/0kJlWYbpTPRbGez+iea+WXAtkdoJgkSZBs7+UvwJUtP3dpgmUyepjtQST05M0wz7ItmwerfUW/RlQuU02L2LZWr0x6LFZWyynaO2QR9BpoM3V8JIfi9ckrM/o6iiM+8rySE8VR5C6mMCmCitFfomDjstM66uLikjuNKs9GjR3PJJZdw0UUXMXPmTKqqQhUfu3bt4vHHH2fMmDEZH6RLDUp+Po02z0/Z0wxAqCp/6tCB8rz2NO/RMMHTzPR5WVphbixSqzQDmCeX8p02iaHqkAyOKJboSrP4FaC2ugaKCvgp9PrZ+FijtBMA6xtbxVZEcWLbVhgfXsfnjG7Z3SP30VI0C6WsVmO0smeWzBifThXNQrmc33NKwvZ0SVadWOIgUt0Jg8QA2tOOdZSl9Pz4xKplrOYwpR+9RVcWyZDQ/lDwJdqKmiTHnRaVWHb9ABumIZwbkVAV6y0F36KQHxfA5vuRJebVZtHkqtJsh0nK6EpgQ2AfR3gLSed9RgjBoaJf5HFLmkWq2z7Rv0153BvZwm9yAYeL/skPdqmzNLVRSe5UKHHZf4hvb9/iML16V5PcBDdlkr0ZrjJLhW/1iVygnpb8wBxhp7L4WHF42teJrma3S5FozeFKfz7Qv4psy7Z9gJPzV1LFCrmWHiIUqna40p/oqewyuYahypCaMJ5q4SyvutIsIpwVLQ4dE8dsfRGDlYEpfy8uLi7WOBbNHn30UV599VUuvfRSPvzww8j2o48+mkcffTSjg3MxRsnPJ++09G/07WfTgEr2IpuTtWcWkGfqswbwjvZFVkWzmEqzuBUgomLB9wVgwgqNob0PLNFsvdxo2LYVpkMKhrDR4RDhiWujZNVIJsmMkXSqntMTdi3Ss7Myt05PnNBE0zoLLaEQEkZOVo/iTW10Ss83EiM/0cZyvXoRfw4+DMBH2tc8oI6K7LcSCO1XmqUunBuRL/Lw4Y14NAmhIVs/AuvfDx3gN24jNqJcJm9jzQQxP6u413JV1Cpzpt5nTlGOjtxczLbwhLHDOlnG4biiWX3GzJYhGjehbf9nr0wUioza27fK7Y7Ou6dR/RPNdtcB0WyOvqjeiWYD1UxUmjkXzcbo4xmjj4/Zlm37AKfnH+A/nRV5P1Is2iR421ZSxWq5gcZqHuVRYTxH2fA0A3hX+4LrPBem9f24uLiY43jWvWTJEo499tiE7U2aNGHnzp2ZGJNLLRKQxkbAeSlUC9mlSZIbZivBDGByllrswsSUx4dXgMLoNR9chV4yngBYH1grrauaDha9LfcbEVNpVj1xzcOHYvWWFU5mjMcgnSrMRP3XSLl8JlmWpCVAFdl7nfRNI2TAqM1gtD6Wq9Q/0k+EfNg2s52N1Nw8f6n/aHo+u8mTDTAQO9OkkWyM9LcPVUgAwrc+aRuxEeUZNIK2Iiw+SqlCydbQ67aavEDNzVum3mfai5rgnhVyLSKNRFqrFl2X+kGFTN4+96r2YdJjXOo3hpUzce3tBIrYjDPRbF9hEF3YbWSrGxgJiOnSxtFyNSySKzM+hlQpl3soZ4/lMSoKJaRfSZ9KpZkRu9id2QTUOOwGL0XTteokFurL6SLaUxg39xkZfIgS0Q6haijtVqEPmM740wTjTwX9oOkoRSsNBTOAmXIhWxyK2S4uLvZxXGnWtm1bli9fTqdOnWK2T5o0iS5dsmvI7pJ9zN5w80nPR82KJhYrSuEEGbYVgRTQojSyytKGFmxiG6VsZqcsz9iHbMz1pYxpMROqBtUrQE22dGBJ2TmsaVLCxubtOaFX3gHXmhmQATYniZ0fJAY4Pm/DqKqychmapAkhyMNHhYmfmVkyo955XuK2HrNQfH42sY1J+m8cpw5yPEYrVsn1pvuyWbUJ0DvDyZzL5RrmyiXc6bmGSwK3AzBLLozs/1afSLncY9hmbafSrAGFKCKzfzdBKSnf8Dyyqmus8b9FG7EZe9iLlDLrBug7KY+t6Lh6MWL3v+m8bQMnletc1fLFjL7PRAdg7GI3HjwRb5hUxu5Sv/ETSGjPjmehXM4qfX1CGuuBwi65mwYU4BEpZWjVCzbIzYkbvaWh99Gq3pEFh82yVeJx1TSlETvjgmakArsbVtE0w+PNJpkOAQDoo3Rjk568YjNcKT1HX4Qu9Yx/RqZCqY1WxNa0yMhnZXMHnmbJWC7XUEwbBCLjwU/z9KW2jou2QwC4IHAzs33/4/+UY/hU/y6yfZw+jSPFQY7GIAgteEokY7TxkYROFxeXzOL4k//qq6/mxhtv5I033kAIQWlpKVOnTuW2227j/vvvz8YYXXLICt24Xalhho26ozELAoj2D4vZXp0cE1RrjGkXyOUcLTIfK12FP8EIVqgaot0qGrXbS/NBJ5KdRrvsI6VER0+r6mkflcgkNqh9FOciTnT7YnRVUwH5EdFMIBKurfoCyKhkRt1fmtTn7BP924yLZmt18+o7T7ZFM6Vrxs/5ifYtd3quifz8p+lzYvZ/rY8zbCGxU4GUrNI0FVb6daqqqn8OUYmuVm3EZgQIUklV1oJQwmzVd8RWdAR6Qff1rO67jtXKYAb6emT0evE3D17UlEWzumZW7eKcQlFgKZiFGa2P5TblyhyMqG4xVZ/F7/xX0Va04jffpzEWAvsTuwwEcKMFB6v2zG6iE7/KeQnbdzauylIETnYwW6BLh5PFYH7ml6THNaAQP7vYyFamyTkMFrXvVWXHx26Q4nyR1Ig2wllFnhWXBG5npVyHRPKB9znOUjPnY7tAX2bruNG+lznOf1Hk8RK5itlyEScqg2NEM4Bf5Jz4p1uSh4/K6vb67/RJkYROFxeXzOJ46eKuu+7iwgsv5KSTTmLPnj0ce+yxXHXVVYwYMYI///nP2RijSw4xS5ppkcX1wQJhUsUW7x8Wpjo5pjxqcvejZh3hnSpWK41NqJ/Rziv1ddwXeJ7e/t/xuf5DWueqTNI6C3Cw4rw9M9ooP9ozolFU26atiq1kPmfAZG2m4/ElYy3mrX+pBCM4oR3mFQBGqDY+Bqbos2goCvmdEmrN38oOnlBrkmsvD9zFHoNWlil68p9tOum5ZnTxKTTJqxbHoloxpVRjWjbtEl81kQ1Wyw01FR0QM+5svP+2pFnM42Rt8FbkKizBJXtEt8RbcV/w+QPK2+xHbSqnVV3DcP/V1Z5D67k58DgjAw+xWt9Q28PLOGZzHiE0RHjhAdjGTsD4c9isImlXk/qVoFklM+/D1l/paWsOEG1tMEWflfFxpMI2mVw0O1o5NCPXKhZtMnIeCFWa6ehIJOcHbuYz7fuMnXuVtLcIZ9SWO0WfSZ8MLHJWRvlRTtedCW4uLi72cVRppmkakydPZuTIkdx+++0sX76cPXv20KdPHxo2zHy1gEvuWYXxB0CRaJ21a5q1fsqGW6DpGtjZMWZ748KF/P7j5Wxro6N7BBLYJD6kwtMpLV8eAL/iY1LHwbRvnU/vtip7hLlo1qqe1pitkut5RnsdgNHaWM5Rh6V8riqMPfDCtKUlLUUzy2OMiJ4wbYgSzaIN4z12KmPCPmfxwlmUz9lClhOQAbwic2JWKQYtLtXk4cvYdYwQQqCgoKMnPxjoTHuWYx0jv0guR0rJOeqwyKroWkppS8tIJeC/tf9yk+dPkef4ZYCJ8tek1890CACARwhOb/8h71X9FqmMMDKzttuiuUuW0044EyOdUsYm0xbSTLeUQGbDKOwGPrjUXfZh4AdpwkvBd3jUe3MWR1N3ODVwdcK2t/XPAViir+KHvLdyO6AsY7T4YUS4JdtoxmX2+bezcerCfG1gJxzDKa1Ecw4V/Zgq7Qth72tfcot6edYtApKxzUZFcW+RmUr3FjQ17CYIE25JTIXLA3dxsnJURhbsyqrnP7rfh7JsIJ22lVGyewNTSg6NMe1vLBpypnISX0R5wC6UK7hInJH2GKLZwGY0qWXVN9elbhCQAdbIUropHZMf7JIRHIlmqqoydOhQFi1aRNOmTenTJ/2EFJe6xRrNeOU0lWohuxiJCLrfB499FRE7Ou5cy4NTnqHrrrX02LkKT4J5+xr8XJfWOCoVH92vnESlVwP2MrBE4Z83mk8g29POdF9d5jjl8Ii/wjf6BPbKfSm3mviTrMT+QfldSuc1qzRrJppGZkpGk6n4baY+Z9WeZmFGBh/in97Mpf9urV6FN6Iwy21+EKpms1MFCCFBfIPcZNmKsp1dbGIbxyk1bawL5XLOU0/lb9p/APhNnx/znJ/1X2y1ezXMQqUZQFe1GOH7vGaDgZm13VbNXFRSbalexTdqIe1Eccav1y6DCyF2Ax9c6i43Bx+3fayhWfx+iFkwUphJNhYF6ht2fby06kUZO+/xYXY1rl+VZnY/Q53QW3Sll9KFqZp90WyBXMafgw/zsvfBjI/HCdst5jVhUrHjMEIIQQH5pmK+B0+CdYpdwhWj/UXPdIYIwD72he5Xqm1AVgIrdQ2UkGgVtpNpRCHPeu/m56ppkTCFhfpymorGHC76M6O6nbkhhWl56enojNUmMtxzfLrfmksdRkrJSf7LmC7n8pTndm70XFbbQzogcNye2a9fP1aurDtpLi6ZZSU1BuZSU9HLOqPMHcSAL/cwa9xSvplbQaXfXgWLXQxXz+La6tY07UCfHSvos2O5gWCWGaYWHUqlt0Y8mrVeZ+k2c1GooyjKyjiyjUd4OF4/lO6LgpQs3sMx+87lieBrKZ0r2Ursucr/pXTeVjSPtDBEi2ZNo8zm/Umq3MIVTIrPD32nsf6YVawfshr6TYsRzADGaOMJytQmYEbstZj0GBnmZxq7rVYQqjB5wnNr0uMW6stpKZrRurrCcrw+nVFqjUfHx/q37JI1bYy/2GwTaJqlNuf4OHe8peCrbn30LbKdngnEfF/ZYpdFC2gzJXOmyGFa0ixjVY/ZTCdzyQ1dHLhNJXvv3V/YlwVPq7qO3UqzVNhZz9ozMy2aqahcFLiVdUkSx434QjNPqc4V2+VOy/0NaUARmVuMaWQxj9FTrjMLYUf4L5d7uNR/BzcHHjdMWd+j7w2NI94GRImq8irtRZcdR+AVXkpEWzblTY3MocKtnWN9b0QO95l8Jjux9fiP/pntY13qJ2spY7qcC8Cdwb/W8mgOHByLZo8++ii33XYbX331FWVlZZSXl8f8c6nflFWX1UdM+P/2LsH3n+eP467miM/bcOYbftreuzvzwll8kX+4ra6agzbPp2O5eSJhJhhc+hv5gZoJ4yElCo2bm1dQdBH1ydK2BhkMcv8Jk5h0xF4mDdrLUycuYcpshV/Hr2DG+BX8b84evq6YzHwbqUDJRLND1L4pjVERCkXVLZrRk5voQIpkAQS7sX8jv5Ud3Bh8jO0ZMDT3y4Bla2SJyH6FohNz/c1yO6erJyY9bpFcDkBfpcaQ/sHgS3SkRjx+Nlgz+Rutj7V1/VTad5MxXZvDFAcr+cnIhaeZ1epyNlpYhRCRNuhCCuhGh5TPlQ3DbJfc0h37LR7ZaFuri9gRkLbKHUzX56LLzM6Jaos9Dj43nVLaek/Wzp1pNsmtLNFXZfScGhpf6+P4QXfuwbuF7VTK2m1v3Zak0uxkMTijLaRWvsGagwpHI+bLZazS1zNbX2R6zAvBt/ivPoZ/aO9zTeD+BI+7qWGvubj7FfSasbUr3sZnbe6NPBZC0FGEKsc3sQ2/DFAoCugrugPm1XxOFip+0qdmdBHYpe6xdj/006wPOE7PHD58OABnnHFGzJujlBIhBJpm/43siSee4NNPP2Xx4sUUFBRw1FFH8dRTT9GzZ03JbGVlJbfeeisffvghVVVVDBs2jL///e+0aZM5k0iXGsrDE6Z4E/6olZN9AZiwQmNo78xFYKsoMWX+0W11nbaV0WbnCq440wN4UDRJ602SLa0FzT3NI4k+fUUPHvCMTHkMecB6ZX6Mp9nX7MNM/2iqNk75WrWJvnItbWeFhKhKxcc5h02g8t1CaiQODbxd4f7hfNPgFU5SB5ueK9nNk0c4fouJUEJbVrOeHZRHWkidCCzJRLV4Xtc+5gr1HJqL9Kp6kq1gdqEkrfPboYloZNvwYys7KBZtaEcrythietx8GUqJukG9hJ/1UPrX+/qXMceM1sfykLyBqXIWS6W9G45seAM+qf2TMfr42I2BIvBXv6f5nbVn5qLSzGpS3CgLohmE2qBXynXso4LhyvG8qL+d0nkOxIqc/Y0uagfs3oceKJVmdlJhD6v6PRvZyguee7nWc0EORpVd0mkNS8aqTsmN5OsC5XIPh1WdzRbME0Kd0JTGEQ84p0S37m2Qm+gqUl/cSJdki4qnqEdn9Hotouw4Ms19wed5nH+wj0o+8b7EaeoJMfullDyuvRp5/J7+P/KDebwS1SL7Ny30eRl/vxL2NJtY/DIHteuMR40VEktEW2bIeUgkpXIznUQxfURXFkh7SZzJ2M0+JuszM54K71I3CMogVwXuTX6gS8ZxfEf7888/Z+zi48ePZ+TIkRx++OEEg0Huuecehg4dysKFC2nQIFRRcvPNN/P111/z8ccf06RJE0aNGsXZZ5/N5MmTMzYOlxqqwuXozUuh3aIa4SyqR7/QC8d2zazJpIqa4I0RbqtbDazGCwblyYJK2tGBUjbzM2XcmXdsSDBIkXxgeNTjPZr5BLKBgxa4uoTSpQPaIb1QZy5OaEmNUJ0u+XOfX6xFMwvPl3RDGUpEm8iEaYPcRA/ROStVSVBdWbm5Az/vymO9qKJLS5XebdWEyY4d1rPRcn830SnFUdrHSbLrPirYK/dxqNKPr3Tz9/c3tdE0pRGPe27lj8rv+Fj/JuGYFXItnatOZKOF+BZPNkzuizFYVAknU1b1jkmmtEOqNzxOsPJnaZKllt5OopgJzADSu1mu7QoIl/SZoM2wfeyBUmlmRzQJB6HcFHxsvxDN9maxPXNNSf3wPvyv9k3GBDOAz71/5+zASLan4P1YLmuq8zawia5pVASny7Yk7ZmHiNQ6C8xoLVo6Es1OFkfxg7RfxRde7PlD4M+8JO/nas95kX3zZWKnxXva/3jKczsNRSGL9BUx14q9X4FC5nFovvE9QkzQFZvoRDEnKEfysf6t7bFHoyAS2lUXyGUchyua7W9c5r+Tj/Sva3sYByyORbPjjjsuYxf/9tvYN4i33nqL1q1b89tvv3Hssceya9cuXn/9dd5//31OPDHUPvTmm2/Su3dvfvnlF4488siMjcUlRLjkWagajBqB3NwBz5ZWrC+7mDVNStjYvD0n9Moj35e5KjMIJSGmctslkZykDOYd/Qv8BPhK/5mL1Myl0VhNIBuIAtN9dRnh8dB44lccNv8QAtpixIdVyGBcgml1uuTWJFVRVRa/tUakZ/DePqqN8Wt9HIvkCprKzPtfRVqRy3pzD0D1RKpb8T7m3tLWsXAW7cFmRBcl+229zWnq6PgtcgfHisP5CutFkee1t2ghmnGWcnKMaKb7fbDsMAh6KPUEofuuiG9cWJAUW9rSrnwzG5u2jAliyIZo1sygWjA6mVJ6NoX+j0qotOKt4Kf0oBMBEeQ05QQKM/y3r0vdsjIy3b8lM6KTztIx83crzeo/Tm7o49uU9le2yvpRGZVJsllpVtq2frRnrpX2F1SSUUJbjlQP5mfxDt/rk7kt+JSj56+jxv8s2dwi2yQTEnspXTJ6vRKjxa8oVNSYNs3FciXveZ7lomByj9Z4/hx8BA9eLvecDcAnWqK9RCVV/EN7HxWFe4LPWZ6vOeYdC9Fz29VyPUdzCJepv2cbO7k/+ILjsRv5u9X2a8Ul81Tola5gVss4Fs3mzp1ruF0IQX5+Ph06dCAvL8/wmGTs2hWatDVvHrqJ+u233wgEApx88smRY3r16kWHDh2YOnWqoWhWVVVFVVXNjbzrs+aM6DdfoWqIdquQ7VbRfNAbWWiiqsGLF0xTchKr0KKJTpb7VPsuo6LZbosJZLYMzHOBx5vHnt7tWM9GWj5wPv9a8zWtt5fy1+C/+aLJ5oiosUVaT5KsKg7Sbbs7XjmCv2r/BuDu4LMAnKmclNY5DYlvRa5m+YZCVm7T6dHaWVVlsvbMVlmqloumudLEdqsVhCbD3RR77Vn3BZ/nIfUGLlRO52f9F4oD7Zn10AsEtKifk7cS/f7fIVQtIkhKIHIr4q1Av384is9Pyyy8szQ0SYMVQkN6S2HDa8iq3qHKs+IRSYWzVaznguAtAFynXsjz3nsyOt5wmpYZjbJUaRYdlpCsisAKs4Qzl/qD14HRtP8AqTTbijPRbJfcnVale11gtxsEYGlTYJdLlbOYJRfyhOc2AHoqXeipdMGHlxuC9pO6oxckalsI2WYhIqsoFIjMJoP3Ubqa2qMACb0M69lIF6U9HSliDaUIhCObjuuCD9CKZpyqHm/qyWpX1Gohmpru6xHVbbBIXwEqqELlds9V/C34H8fvO0as0O1ZT7jUH2ZJc/+9sEWWS3ZxXC508MEHM3DgwIR/Bx98ML169aJJkyZcdtllVFY6+3DUdZ2bbrqJo48+mn79+gGwceNGfD4fTZs2jTm2TZs2bNxo/OHxxBNP0KRJk8i/9u3rp1l7XUIls62YRngt9Ntkkebf6BMi7Vjf65PZKTMnlFpVmjUV9dPTLExJdYn4Nt9mTuyncNhxXfnopCfYfeirkSqgZCvtVqJZa9EirfEdpxxOS2IFpi/0LCRIhVuR42hSvIEuLZxXVCbzwWlmsQKZKZri7LW5VW6nlYPf18PaK9ygXsqq/J95YP3rsYIZQCA/lChlIkiG238B2ou2jsZqB8vKrEBRqEUTQv8HnKXgjtUnpjEyY3Ym8UyzShFLh95KjWiWTjuSn4BhuphL/eFM1f6CRNUB4mnmNBhmtaz/5swr5dqsnbsiP4iUWTKpyiCppFtGM9v3Bf/0PcqMvE85WT0qZt/Z6jCaOfx8DmMn8TFb6FK3tCnIhu/mAHpZ7je6N5ipL4zYeKQiITyvvcndwWdYLtek8OwamluIZr2jFque0V4nv7Ifn2ihzqs3vU+aPi8f84KUjsQGTKU7fpe6x0y5wHTfgeIzWts4viP87LPP6N69O//85z+ZPXs2s2fP5p///Cc9e/bk/fff5/XXX+enn37ivvvuc3TekSNHMn/+fD788EOnQ4rh7rvvZteuXZF/69a5anu6OIk6ro1rzGRhZMIfbtHMFFapcE58o+oi0SXia6Im+17hjUzqNrPN8hzZFM08wsOZ6snJD0wToWqIUSPgxos59JK3ERfdBTdcQueRf0nJ0yxZq1qzHIitLRy2Z67U1zuqDNTQuD34NBDyN8yP19Wr23vNBMnw/jx8dBLFifvTxNJvMOxtBo69zcCeObhTyi3SOQWCQrLTCt6ethGBcZPcmta5KlJqsHepK8zUzSfk8RwonmY7HC7AbajnLVHlcg+l1QnqWUHAMrk6e+fPEOlWdDUwqXSGUFr0L3mf8Afl/xyftzYrzXax27Jmy9BHNE3aKa0dP2e+voS91ZXPRm2LyZgm5/CW9qnj58XTwmJxtINol3DPc1ngTnSp0y8qnTyehhbzmt1x1d7JvHVd6h9W4VrZbKt3qcFxe+Zjjz3G3/72N4YNGxbZ1r9/f0pKSrj//vuZPn06DRo04NZbb+WZZ56xdc5Ro0bx1VdfMWHCBEpKajyU2rZti9/vZ+fOnTHVZps2baJtW+PqhLy8vJTbQw90zFYAC8hsybURPnwpP1dHp1OU99ZobSwXq2dmYliWAkieSH3MdYEeonPk60VyBT2p8aNoJVqwQ5YnrTTbp5v/fNrRKu0xHi768zofp32eZIRbkWe1e40S2rCBTZSSWhvlniTtLbkQW51WQf4op3Ahpzt6zhT5G+VyD419Ddn8RCMeXjydZyreBk8Quv8aqVYMeyMaeZr1oheqyHwlq1l7JsR6m2HT0yya6DTXTLHTQjRrTMOsld0LIegtujJdzk3JpDqaCiotJ/UudZtf9Nm2j62Q9aPNLl2s2tGMqO32uXSZK5dk/RqT9Jn0UDonP7CWkFKm/XtM9j7YURRxgXoan9g0fg8bva+S69MaVzokq7rsJTLrZwaklGT+jT6R1aT2c9L9PvRFB9Np2VbmdOuL1nozos2akMezQ6wqzRSh4METUx2koTFTLuAwpT8DRE/Dv8UmNDRt3dzOzpjHu9jNTlle7ztiXGqwssvZLfdatgS7ZAbHlWbz5s2jY8eOCds7duzIvHmhWOSDDz6YsrLk5c1SSkaNGsVnn33GTz/9ROfOsR+khx56KF6vlx9/rGnJWrJkCWvXrmXwYPNEP5fUMKugcNrqlQp5wrzSrA0tkz5/ijYzstL1gz4lY9UgZqJZusmQdYE+Ua1ZC+WKmH3htsjd7LVMxrNaWS/MgL9F9BhzRcPqyput7Ejp5tCqhSEPH4rIbIiGEU6r2cbo4+nsP4EGDiqaNHS+0kJVnfk+hccHHMnFA5ug9J1SI5gREiSVdqsQA6ayccgK6Dctsv8I9SBH47RLspsWITSEb52pYHaWOMXy+f2rTiMozdMunbJTN3/NZFuIGqQMyMh53DCA+s0MOc/2sbvZm8WR1B1KcdYOt64ei2afa99zsv+yrF/HSUVjbbCdXVSmWTVr5z3bicjUuHqhbaFczmq9dlqAk1UgHqJkNjkTUluwNxLMblQu5TzlVMvn6X4fPDyG4AfPM/PXd9A+fBZefAf5yj+R8fYTNoi3FrHDbH0xACcoxiF3mpXBmwGL4ub1LvUbK+F6r1tplhMcV5r16tWLJ598kn/+85/4fKFKm0AgwJNPPkmvXqH+8w0bNtCmTfJS3ZEjR/L+++/zxRdf0KhRo4hPWZMmTSgoKKBJkyZceeWV3HLLLTRv3pzGjRvz5z//mcGDBx+wyZmz9UV8rH3DZP03fvS9ndEqjSX6SsPtVikwmSLPotJMs+FO/g0TuEr9I69o7xEgyJfaz1zqOSvtce3VjW8OVOd6syFBTbJwU5D1m/0cvXoKeXrqbS9S05CbtiDatESo5n/afsXHpI6D8bXshWyuIlSNCfoM7uHayDGtRfNI1PcWttM+zi8hjNXKZ56F/4Jdeouu5JOXMIltSmNLccoIDx6CJBc68oUv8r3PkPM4Vhzu6DqluvmNVq4qcVL5m62kyrJNui2t2BhnkPyX4Eucow6LVF2+5n2Y0VVjbbdvnaMMS35QCqRbBdZQFFhG3ZeymV/kHIaIQ9O6Tpj4n2s0jUR2kjPDnK0O5WXt3bTPUykrUzORcakTWPmKxrM7SXDF/kBQBpkkZzp6jhPhsa5xfuDmnFzHqsWoLrBRph8C4LVYBA7TWZRQQL6lBUgYT5Sv8En+SzlNPYHjlEGcrQ5Na5xOSFZ9N0QckvFrZqrC+h39i+ResqsOhqDBomFpr5A3aytnVj/J7Enu9oxICBV4LPh3rvL80dTnNdmctwGFMeLJQn0Fg5WB9gbsUuexSjh32zNzg2PR7JVXXuGMM86gpKSEAQNCK9Tz5s1D0zS++uorAFauXMn111+f9Fz/+Mc/ADj++ONjtr/55pv86U9/AuD5559HURTOOeccqqqqGDZsGH//+9+dDnu/4fHgP/if/hMAk+VMxzf0VvwmFxpuT9ebyg5WBpfb2IkPr6XRYRV+OlJj6D1aH8ulnJX2uHaZ3BxkQhAKapKjn9vNrA2hu/OCQD+Wvj6E/DSEs2RUKj66XzmJSq8GNMVb9AbBkVcwgRnskLtoVl0O3zIq4XGL3B7jfxZNOA5dSjWh3a1ApP8zaiQa8C/vo3ytjWOpXMXM6tdoePIgNRW5uQNsKwIpoEWpaTl9c5ok9WiDULtvmE+17zhWcfY3Fh0RH08uqjbBuadZGKu/saHqEN7WPovZtpZS7gs8z199dwKh1kUnfkdDlMyITvEYGeeHk7SMXqvx+GTy1ut0zaKjWaubn6txFgyWozlSHExxdUtyMqx+dm6lWf3G6yDwp+5buafHXrmPb/WJthbsopmgz3BbopJQm2b2dki3Td0uilDoJbowy2TeHc22qNa7DWziNe1DXtM+ZIYYTX+lZxZHWUOy31tPNfPtmU7Q/T5YdhgEPQkWEdvZlfz32nk2eCoShbNma+m0QKV7eQC1Ouym0pPPxJJBBFttNZ1vtkySkj5KvZhSuZkgQf6l/RcIpbbO0OdRbCqaxdo46H4fyrKBtN2xlbLGralquRXZZmVkPLP0BcAfrL9vl3pDqTSv9jxQfEZrG8ei2VFHHcWqVat47733WLp0KQB//OMfufDCC2nUKFRCfMkll9g6l50Unfz8fF555RVeeeUVp0PdLzlH/b+IaDZaG+v4ht6KeSZ+FpnwpkpGgYUIJZEcLHozXc61PMdkfRbtacc6yvhRn8p2uSslT4RozESzxlbpfDZZuU2PCGYAFd5CphYdygnrp6Z9bjOmFh1KpbdGUAiUdkNsL0JvtY6FcgVHV68WtqJGKLXyNdsktyGlitzwWiiJMG8RFI9ACC1jXnh/VH/HH9Xf4ZcBGlfVrJpJTUW+/FpCOqMsWgwjr0mYyNgRzADmyaWRrz/TvuNZz12OKjqtVnza2mg1zgSNlcz7phVjbMr7kv4Ov9dO4Sj1EBbq9tsBfHiz4mcGxkEADShkt6w0fK3Gs1XsMFQGDqYPswnd5GTSv2iVNF/FtvJnywSKUDhbHcpL2juWx5n9nYexUzHhUnfZKO29P+7vPBD4G3/V/s1RwnmFho7OArk88jlaX9Cls7avdKjrBuWZTF9PRm/R1ZZoJpF0pIg1xIbW/KLPzploluzzLltereHFLjPa0IIy/254aAxoUYKXtwL9/uExVhFWKD4/+gPD8Sw6mAHLtjKrUxHys4dgRwdWffsejTYvYOzoCwkKle5Xfk+weh5tNt9MFqxUIPJ53nsPAN9oEyJ/Fx9qX3G+elrS8YbbSfVgQeRV4QeIGo9V2qJL/cPK+7ZSr0rBcMvFKY5FM4BGjRpx7bXXJj/QJeOs1Gpuribqv2b03Ev11YbbmytNM3odIwpEvuXytZWvVpgxchzXqhfwkvYOQYJcGLiFb32vpzWuPdK4PbPIREBwQpcWCgOLRVSl2T4Gl/6W9nmtGFz6G/mBfTXCWdHiUMIhsFBfztFKtWgWXWlGjflkQAZ4MvhPGopCblL/xDZ2hCpPqqqFq6reoce+deSnEe4QT1BKVvsVblWu4ln936GN24sSBDMgppxe9/vwLDqYQ5eW0tS7igKhUOUomnkDc9SXTb3VjFpiTwiUEzTxnjhS7KPS87Xtq9ttuY2ngD0MC1iLGIomab1JsqW1QPPUtEF48RAwaGNtqkxjmEnww1fiPg7xjKRcm8AwvRK/yGNx3uGU9dmGLFpruBKbzQqqJiJxAt+MxuwONDd8rcazQjeOa++kFDFbD93k3B98gQvU0ygxWRV2wipp7lPTKAMCfTLOUYclFc3M/s7DJAvAcKnbOKk0A9CkljXRuzZ5WvsXEKrkT4Xoz9H6wmbMDaYzTRX+jAepZBKnianxDBGH2T62j9INuzZV8YIZJHrRZhOrSjMFkbWwGm+cYX48DSiEVV1jBTOAQEGo5bLndNvXUnx+9IOmM/sgkEtaglaz8Du3dV/WNC5hbaOimIVns/bNVsJ+GvmMvNG0qzoaCHU33Klek/xJNtpJZ8qFPBN8nVvVK7L2+3HJHVbisduemRtSEs3eeecdXnvtNVauXMnUqVPp2LEjzz//PF26dOHMMzOTWuhizOt6TZLgErmSoAziESn9GhMwM/psnmKrlxOSVSUtZDkKSkzrXDwBgpRExV6P06cxU1+QlkGp2RtR56i0zlTxqILJtzSK8jSbT95JL6Z8PjsCSx7wHm9wXvGKhNLy8YFfOWLz71m7OUDVrkJocAR6j1ls9tRUIPxL+y+PaaG26p50oZw94K0IVZ5U9Ya8heANTe7yMxAEACHB7JiVe/mtUqN53jBk8ZuhCpfmpdBuUaJwVi0ERoxdgwVMAwZUrxR6pNMkpGcc2QK/Ybl3GlVMc3h953iAt1N+ttl3O54/mT5nHlVcy3HAEYqP7lf+EJpY/gy0WwyjEldis+mV2IKm5OGLKVkvoS1rvXMNX6vxrDW4QQEoJlYgeyj4Mv/yPhp5XCX9LJEr6Su6OxIUyiw8zRrmQDQbJAbQiuYxAnk80rMJvCsg0NXwZ7ctLr3LpX7hrfYztNO+DLBSrqO76JSj0dUflkhjb9i6jNkiQba4L/ACz/vuyek17WLlG5SMq9Q/Mkq92PbxfUTXlK8F4fa73GBVaebL4AJpPPn4LEWzcvaGWivVihjhLM+r07PzXuaneuG4ds2DNs+nY/l6ineXmS48R5OsPTOaZqIJpyrH87U+jjK2MFZO4jDRj1+lxejN2knjxnNf8HmOVg5hcAqVsy51h0pZZWkXUH4A+IzWBRyrLf/4xz944IEHuOmmm3j00UfRtNAvsVmzZrzwwguuaJZldkWVZ2rorJBr6ZmhqGczc9/GWTaiBpKm9gXRIq2XVkzUfqMlzSKxzB9r36Qlmu2jwnB7iYnHl1M8qmBAkZcBRV442DqxL1P00vqiB06LqeSVmsp/X/4D/y0Li4Qnhv55K1j7l3ci7xTRxqWvau8jCSURUjwi4UYrU5VmK/06v1WGzrm9qggRKEL1laKpGowaYeppJpcfGjOhCK8Udt2V2xuEA434FmDKjFdiG4vsVZoJISgWbVgZ1fbYTGmM0I1fq/GY+XP1UjpzOifyZXWL/Ay9pmW8QlZyUNUZrKWUY8RhfOd70/bqrpXBbzZ/TmEUoXCKcjTv618a7pdShdK/hwQz7wooGpnws9sud2Z9nC7Zw4MnaQtuNPf7X+DD/BdyO8gsozleUElkrTQW3Osyy+XanF7vHf1znpN318nql1QrzQrJ52Xvg46e01s4TwePXjyeJudSKjdTJNLvfEiGlWiWzWroQgpDwpgJ29jBIXm9mPngcFh2GM/zIB19rTi5p4d830f82f8w/9L/Gzm+IYW2qnLC7ZrqskPouK2UNjtXcMWZoYnwYM8pTCwZhNZqO7RZlbAg6MXjOD3zHHUYX+vjALg6cG/SQoLw+KI9zWTLTYYeawv05W4gQD3ne32y5f7v9In8ibNzNJoDF8ei2UsvvcS//vUvzjrrLJ588snI9sMOO4zbbrsto4NzSaSEtiyipiT7m+B4evoyI5qZedJkO70N7KXd2Wnn+ompLMv7geKqIQB8oo3lcc+tKU/OzKLH2yjZD0fIFgGCeFEJRK9abC+CMgNvjEABs1cWQP/Qw71RIqI/qoVPCC2hzS1TnmZdfAqH5qsh4ay6wuU8ZThb2cF3TEK0WwXtDBK5TFYKXdInKFSWNO3E6sbtEUCn8vX02LkKj9QsW4CjyZYHSpgS0TZGNAu/HqNfq+EgCc+WVhyzdhr5WpVp2ypAA2Uy76jDuDYwkR3sBhbyhPgDl6ins1nupLe2klDd4yQ2e9+nSVyVbrgaNFBUxOTOx9C+dT6926r4LUxcc5W4er56qqloFtOaGeiKCLZJ+Hvf5opm9RoVJWkLbjRfMy53g8sRe00WyZxQ143ujci10LeHfcyRizlYGNgr1DJOU7nDFCZZ+DWioyhC4CxYY4r3Qz7Vv+dp7V9IJNP0Ofxeze6Ca6WssqxCbiuy59XahIaW6dISyTHKYcz2LYK+U9jn+YbTPFdF9p+qHh8jmjlpY1N8fj486HwOVfsBIe+/Hv5QYmkhc00X14pEGxThzGDqNOWEmMcVVNKMxuyweD0qPj/0nUap3wfL2sCWEuSOtsioEATIrP+qS+2wQC6z3P+p/n2ORnJg41g0W7VqFQMHJirWeXl57N1rvhrgkhniq3ce11/lJi7PyLmNfIwgNzdtdq6xAOs3DQhViORLH0OVIXynT2IdZbyqfcC16gUpCWdmZeHN0gwYqE22sD1WMAPzVkdvBYFOIU+IeM+iZOmBeRmqNPMIwcQuDTh/71/5Un0PITT+oA7DT4Dv9Emmz4s2dg17moVWCp23M//d+yAtDIxd41tiNalxYfAW0/Nco5zHSepRtq+bqqcZwAWBGw2bme9Sr2WhXMpXgR9pvUmyt3Uhuz2Jk7+Boo+hSXFQ9zF59jvsq4pdJW/cYCGD+/8JRWgcLU5O6mnWXDR19P04pUNUmi7A7mp/wnD7mVQ2wSt/h7LeBIFfAvtspNd+RhWf8beYbdOAaTQiviX2LkPJPTbBdi8DSxSC1wnMujlzsWgBcLxyhPlOb2nSttZcpc65ZIdi0ZrZ3sm22pchNF+Yqy9mgNIrh6PMLjuludGyXerjDaqZNUc2GeG/n5/z3qFQOBebskmqlWapfJ4pQsEXZyOQjHks4yClF+Ep3CK5gt+TXdGsTJqLVgD9RfbCCOzYOESb7t8ffIFirYhdW5pTuK07u/QO6E26mKZcWnGRcgZnqCdF7h2GBmrutazSoktw7nPaWDTkBc+93BR8LLKtJc0tRTOoDgRIEoIwXZ/LFH0mR4iD9ksfygOBvTL5go6Usk5W7+5POL577Ny5M7Nnz6Zjx44x27/99lt69657q0b7G944IaKcvWn7doXRTPzCcmHY2simKXgDCtmbZKXo3MCNnKsOjwgqNwcfx0+AGz2XOR5X0KSHvKmB0Xh9YYhyKK1oxhZqUjFFVKuj2NKWduWb2di0JXqPWZR6mwIwzB8rzq7AuqWjIEOeZgA6QSZ4PkWg0YRGnKQchY5OAwosqwPCxq4zDgLwVv9zzmiP5AbPqUmPK9O3MNZv/n1f5j2OfHVoSmNwyneVdxv+Tc/iS/7pfYRvAlOAUHKt0U/wSHU4Y7VYfx6pqcgX3oSqRC+W8r19+O7oLohIG2YoqMTsI7xllkWzqzx/5F3/F5HHy+Tq2PYzZQVsrPk+cpFeC4ntq7PW6wiD9tUwuQgCAPAJL41paOiNYdaCHc02i5Rdl7pPF9EBISbYal8O82rgA/6e91CORph9xuvp+01uYhtV0k+eyJ7PU6bZmEQUyQZzWMxp/hH86PtPnbrRS7XSrA2pdR8Uku9INPs0OJbHvbdGHi/Sl6d0XSckm3MflcXWv6ZK46RhCZPkbxEPMKmp/Onl5lELwM2Ad0xTLq1Yz8bIa/Nz7Xsm6DNsPa9YtEl+kAEj1PN5RXuPZXI1AMtYnfxJqw5OGoLwk5zKT/6p3Kz+iSe8bkdYfWSXRXJmmA1sSkmwdbGP44DSW265hZEjR/LRRx8hpWT69Ok89thj3H333dxxxx3ZGKNLFMOVYxO2PR58NSPnNkvmyGbKXZgmNn17kn14A0yUv3KGemJM+9er2gdI6aQIPpQUCaHKFOlvH6pQCY+Xxo7OVZfYyFZDMVCoGkq7VYgBU9k4ZAX0m4bi81PGFi6ovNlxfHUBeZkaMkvkysjN/FBlCHnCR4HI59S4kvZkdKI4peuP1sbaOm6Nbt3+2TSHrxvVZE1kM9voIjpEHleaTNhbi5Z44hP1thfBFhPz4hZrDdswzWid4k2GXY5UDuZt79ORx+soi20/07tC15pW91yk10JNgm2YfiWa5c+tYY4qzQBaC/PfiRAawrfOVEhxgwDqN2r133qy33M0b8jRvBr8INtDywnfaOO5OnhfRs6VrDqkrrFa1o5twRQ5ky5VJ1Iua4T6nbKc8/03cX3gLxnxmHPKDplaxWz7FH1unQa9fC+n0CKq7X9dDiobraqqAA4T/bJ2bTtz7R/1qZytDgs9SJaq7oCJ+q9slFsBeFX7MLI92T1RO9HK0XXCCCGY5vs4+YHRhEMQovFWhLbH8YY2mippX6B1qTts0rcmPWZVLb2PH0g4rjS76qqrKCgo4L777mPfvn1ceOGFFBUV8be//Y3zzz8/G2N0iaJCJDb8fKX/jF8G8InUqmgAS0EpFzf6mbyGnwAF5PO9700G+f8AhN5M7gz+lRs8l1Ii7CnxFVSZGiM3E/VXNAvIoKNJvUTyGc775fMzKJpFR6sPUGpaAc5Rh/JffYzt82xmW/KDDJgm5/CrPo/DlP6Wx61ig+X+XL5ufKim69fb5U68eAgQRCJRURKq0tbIDQwRhzFORlVfmLXxKpUw6nJHq7htU5xYOiG6bSSIRkcvrA63n/kWwUWPwQ4Fz9YWHLl2GtccK1A0n6mnWTRDxWC+kzVVaf1FT+bJJZHHZyoncaF6RsxzpKbh3bSFdUWzI55m61pO5WyLm8PGOao0g1Cby3JSC8rYnuLNpkvdQEmx2uem4GMcqxxOH8W5qXldQZMa1wWcmbhbsVfuMy+xrYOsrsXwgjK2cEngds5RhnGQ0osPtC/5XP8BgKOVQ+ggimjib8HaZUX4gxKfR6k2eXe85m+L8Nwo/Ploly4itUT15jROGnAVTZAg38lJkSr7VCvjnJCsNayz0j5r125uY86kodFENuQQ0Yffmi+xTFU3wiw5Wkfnd/4rGaVeElNlliypMJ15XqEoYJR6MS9r79o6XvH50atDEAh6wBOEOE+zMLgjHkgAAQAASURBVLvYzY/6FIarx6c8PpfaYbqcm/SYSdqvHKMcloPRHLg4N/cBLrroIi666CL27dvHnj17aN06+8ktLiG+1H4y3P7nwMO85nsk5fOWW3h55OJGP9O+PR8Hv+ES71m84vkLI4N/AeBF7W0+1r5hXt7XNLTRcrqPSlNj5GybmGcTo1aI1jRns4XRqxXRZupHrpvDLyUHEWy1lYIODVOoZTVmgV7jZ9cnKnFqqDLEUPAxI9mKqRVD/BewO28WXgtxel2Sm49cVprlkccek9bVBXI5bWjJekKr1G1pxQZiDawXyxVcrJ7BuGCNaBZu422++SC2b8mLaeM1mqRZ0Z7MJNBa0VN0ppCCSAquIiSieATSXwKb74fSdyFvEVr/EYwfIMBBeMVYZsUc/yMbCEY9LlLbcoXXvKV3ePX/3wQWY5Ek7rgSIR2KRGtnrtRRuEEA9RthQ+XR/T7Dm7Pj/RezKW9qnWqzc8JUOZuNJF/Jt4tZ6nZdxSwEKleM1ScyVp+YsP3KwD1Rnk01YyzwwqbHGmVFONtZ7WnmQXUkmnUQzqqYwrQVrZgTtdhih9HaWJrSOCSapejB5oSKJK/nJlm0K7HrFfex/JZ1cmOU1UhH2NYuIVVd9/tQlg2k07Yyuu1cgSo1Kj3bmVRyBIFWWxBtQotGYauSHeWbGdn0G/QeHttznGY2fNisOEcdFhHN8skzDSQLEwoEmGLr3J9oY13RrB5SZhGGEWZ+krAAl/RJSTQLU1hYSGFhbpK9XEJsMpnYfax/w8vyAcsbeivWmKx0CUROPHUyZRof5j/6Z1zCWZypnhQRzSD0xvONPp4/qr9Leo5F2nJTA+z67GnWURTRV3SPSWPZzHYKyLc1eW5Dy8jrUGoq8uXXImbqk6SE6hunc0vgl5slHjX9G6lFUZVmvURNWmyByKe/6MFsuTjta0Rjtsp8QeAWPvG9ZPq8UmltqJzLSrP40JBovtUn0F3pyHo9JJrlCV+CWLJQruDf6uMQvDdm+0N511NWsoXX2n1YLbmtSEkbLRLZX2xRhEIv0SXSWlxAXqjtTOhIv72UQLsE414vdtt85iZ57eYqCACwXYVrxHa3PbNeI5L8FVsZTpf79lBBZUoJgnWBX/V5GT1fJlI4c0UuRJe0MPBsqgjAv5cvZ1SfHhm9lJQyqgrf2byliNR8rDqmYBnxvT6Z7qITG+SmnLQCp7PYmC52veLGRfkRnuM9icPb9+fuds/GHKP7ffDwGPRgASuBhpsX8MVnf6L3Fd8TqPYZlUWLQZewsTcSiCyDeiuQ95+K8FkLWABN05znRS8MN6FRUtHMDuH5/Vf6z1TKKvJF5jpBXDLHF9oPPBR8mWvV82ksGvGX4EvkSXtSzQR9BkdW/ZETlCNc77osYes3MXDgQNsriDNnzkxrQC7WmKU57qOScfp0TlGPTum863Vj0ayQfMfRyamQ6Tfw+XIpAC1FM45TBjFenx7Zd1ngTn6vnIJHWL/8f5RTYwywpWdT6H9vab2uNAPYIDclbBtEf/7oGY5EcnPwMdMQhJgWx3j/iKj3ibnrYeU2nR6t00/r+Yvnz5whT2KJvpLOcW0QlypnM1t7PO1rRGO2wvyV/jPr5UZTccGqWkEgcuIPGKaBRSLtWH0iI5Tz+ZnQRHOfTJwUr5Tr8OFliDiUSTLk9dVHdOM29UrODFyX9viaKrkRELuIkohoFjFctpEGmS47KGei/isz9Ll0Ex05XTnR8HN0kR4ShMMr4CXbN4OQrG/aBr3HLBr5al80k5qKKGtP0byW9PJPx2vY+FvJbu8XeFNYi4tOiQ14C5nUcTDtW+fTu62aEdHdJTn74tKRoSZpFm9pUsPpffVYNFsoM2umbvR+Wlf5RZ9d20OwJuzZFCfW3lJyPifoH9FX6Z6xS+1hX2Txw8zj14yWSrOUrtlD6WxaaSwwLvwNokUqQ6vwUyErMxq8FI/V61nJch9yUQqm+ueowzhLOZkeojNT9dk8o/07tGPVwRCseR3Nbd2XL7oNiwnmodQkDThQgFx1EKLndOP9UdhJ/LSiiWhEMW3YwCZLH2ezLg+jpNCOoojF1d7A0+VcjhWHpzVGl8xSLvfwtT6OywN3AXBD8FHyHCbrbmE7W+R2ZmuL+JN6Nj2VLsmf5OIIW7Pbs846K/J1ZWUlf//73+nTpw+DBw8G4JdffmHBggVcf/31WRmkSw2VFis+72hfpCyarZbGXky5usm3qooxQ0Ggm0xsoj0HnvHcyZ8DD/OLnAOEfApe1N7mFs8VluefrS8CQsbI0lsKG15DVnub6V2TrcvXXbbKHYY+GOOZwVvKU7RTWjNFn8kH+leGz4+ZTMZ7XEVVmh1SotClRWZ+Sn2V7vSlO/G+9ADtlFaW7W2Z5nPte0Z5LjHct1U3TxBsTIOcCNBhrG5g/QRiROMtBl5vOjpL5CquUP/ApGBINCuVm/EIT0b8q5rk6L2ll4hKyKx+/7STBmlFD9GZpXKV5THj9elM9P+KXt06/I73rwkVrlJKFrMyZgU8JpPWW0H+oyoZtAe0xEg0C1WTvoos68N6YFtgH0tfH0K+njiZ0xmV1pp4peKj+5WTqPRqwF4GlihMvrmhK5zlgPhFkgQ/z06jDMWLsOH0DllOS5GacFDbRLf/ZwIru4u6xv90Y8sPMxrRgN3szci1u4kOLJfWKdxhz6bTV96BFhSMET9G2oJP8F/CorxvaZGhJOboqi3N4aQiVeuFfsJc9FMsrCf0qO3b2UWxA2sBp1h1IHjSa1hKSgeHAQsCwVnKyahC5VT1eIYrxwGS/2ifsanzbPBURISzgzbP58zlY7nr2HtqhLOoSrMYTMz1jUi30gygj9KNDfom9rCPFjRjG7FzS6suj2RJoYv0FRyruKJZXeK24JO8rX0es82JYBbPWllGT1zRLNPYerd78MEag9SrrrqKG264gUceeSThmHXr0mtvcUlOf3oyk4WG+z7Wv+EN+XjSCioj5lQLRPHkyoMpFdN4q3VAHUl+ZT+GK8fxX+/fGJf3HvcFnucZ7XUA7gk+x1pZxgvee03PsVJGvZ7jvM1W+nV65KVfQVUbRLc6xtPZfyKdRAmPqjcliGZG7Zs1/hGxq13NW2lM6vhWTm520/WPMMODalht94k21lQ0M2ufhtz6mQE0EIWWfySz9Zr3EbOJ+ZfaT/xT+yjyeCfl7NMrIjcXVsJ1MnJVldJX6R4RVfdE3ewJoaXckvmJ50XaKa1pVXWE5XHRNzZva58niGYz9Hmhn33cCniEQAELVnjp3CelYTrG8OZzexGU1QygwlvI1KJDOWH91MRj02Rq0aExq/6z1usZq1Z1sSahejruM0+IVkgLw+lx+jS6Kx1zPOrMUCaT+8U4YU0tGus75VctucF0NJkSzADWR1W8N6VxZDEvXpi7ueACnjo4FDT2YrCKO4Ih/6Zy9lBcNYRL1bN4zfNI2p56u6NSPJ34mUHq1gtWLfFWXq2L5crI1ztlOcUpVGTZxcqjL9PWKvG0I7mNg0AgkRSQz7ueZ+hRNZTeSldGe18mT/h41Hszg5WBnMMo9AeGoywbyH07j2D79s+4/kydwZ5TmFgyKFKlBTWeZqn4tjbLwFzvMNGf75kMQB/RlYny19gDLLo8IkmhrWrmN3uiKokzXVnrkj7xglm6pBp65mKN47KHjz/+mEsvvTRh+8UXX8zo0aMzMigXc4Ypx5juk0h+0O2ZQcbzvTR+Xq5WjgtSWCWzUz4/Rh/Pd/okAB7y3ICPGs+3V7UPWKKvNHtqbJpOuJ0LUPOW0CVLyU254DDRjyc8t5ruXy3XM1WfFdNmJRB0FR0MjxeqhtJuFfqA6Uw5tQr9oOm0KN6es+oQO+lK8dgZmVl76i9yNqt142jnbZhXYEXHxOeChsJalAq3XIYxmvy+p/0v4cP3Xu35iA9OOm3KuTIN7x212lZl0t7ulFMCl7OdXTzo+bPt5/yk/5Jglv9stYhPeAU8Hm8FJ3fLXgVBPIbvw81LoV2NwFoQ2Mfg0t8Sj8sAg0t/Iz9QM7nPZLWqizW6iPs8jfrMC7cwKz4/St8pKAdNCP0fdRM5U5+fw9Fmll1ktjIsPlSlLrMA80W0bBPt1bSPCj70Ps+X3tdYlzeBab5P+ND7PGO9b/C455bIcaPUi3nWc1fMed7WPudNLf37jz0WrXBWKCgpe/9mwqZgqzSvcM8EVp5mDS1sIDKBHTFSInlffZZZvi/4m/4fNrCJH/QpHO0/L+It2kN0AsKm+dO45MTTGPb7exl7Zj7jTwX9oOkoRSsRqhaZ04oBU9k4ZAX0m+Yo6CgTlWbnqEMjX+80qlxtXgrtovxQZdT7t0FS6NaoSrWFuiua7e98of1Q20PYL3FcklRQUMDkyZPp3j22pHjy5Mnk5+ducn+gMlgdiFVQ4Nva5/yfeqzj85ZibGDeMcVEIKfkieytVn2ijeUE5Uj2sI9x3nc5KnBeZN8H2tf8RTG+8Y02841u5+roFXjEmKyNN9sUiHx+0n+xPGYhK2hMQ7ZVm3t78Dhyrsil51sz4bzSLJ88KtJoJLsv+Dzv+p5N2G7lP9FMyU5FnBnJJrPxK+m9ROeEFK/VJLZt/0N7P/J1UxrnxIg4HboqNWKvmSekE6SmUra5ES/vXEkLjkVv8rWhh0g8GhpfaD9whecPAARkgB/1ULWW4vNHVsCjPc3a9lhHvu+7tMdsl0ID0UyoGgWjbqCyrE3E0+yaYwVGPaPXqxdxnDLI8XXDnma+Ni1Z753veprVAlLGTiyctjCXZ7ACKddkOj1yk8xcEmc2WSfLHLchZgs/ASqo4iz1FAAOEr04iER/KUUojPRczNva58yJClG5PvgXLlRPj/jj6lJnGztpRmPb3Rd7DHz97NCURilbL2TCpiDbIm2FhadZtir9w6jCXpXxbLmEoeIYJugzItvmy2XcHHict3xPxQi0p4ij6CiK6KC241Z5Bc9qb5ie1ywx2IqmGZj/9hXd6Sk6s0SuYh5LElI0harhGXUdgc3FtjzNKqmiNS3YzDbLbhOX3BOUzqpa7fA//Sf2yQoKkyyeuzjDsWh20003cd111zFz5kwGDQpNjqdNm8Ybb7zB/fffn/EBusTSmRLL/d/pk/DLAD4HKZpWf7AdhfNkn1RIpT3TLu/rX/JB1VdIJIUU8Lbnr1wavB2AJ7XXOFM9iYFKbP9ThayMaa2CmnauthyctbHmij6iW6T024hF+nLUKAOxAAG2xlXJWJHLxD8npquNaUg5e9ISzICYYIlorESZFuTW78fpyvcGuZln1Lu4TXsysi1ZNWe+yLPukzZBZNk8OBqv8NpOhk1GtI/I3yJb34l4iPT1dKa76MgX+o+RvZeqZ0VK73+V87mCkGg2Tp8eU9kQXgGvqWFcTfOoFK1cYPY+3FgtoLJkNaUlqylFAZPK4CM9RQzznJrWGAqA4WmdwSUVjPxTnLQwl0e1ttUnNKml3GJuxha5PflBdYC61kY6WhvLBeppto79zvcmXatOinkPXSxXcrDozWa5jWP9F7FarqcdrRif974tbyyrRS8r+lr4kiUj1cT7aNbLjWmfwwqr9sw2omVWr22Xp/V/sjmQ2Gb9X/0bVlWtZ1q1pzGEOmsm6b8xRDmUx7y30I5W3KY9lfBcq8RgM+GsEQ1SssiJRwjBOcowHtdeBaAr7VlAbIWYpvpDXR7tVjFlAMB0y/axcMvzVnawWW6jtbCXTOqSXbZlKXm8VG6mm6iflgl1FcdLI3fddRf/+c9/+O2337jhhhu44YYbmDlzJm+++SZ33XVX8hO4pEVjxXpVag/7+DlJFVE8uzCf7Fr5LWSSbIpmUHPzv48K3tJHc7joH9n3fPCthONnRfk9xdNmP/ig6ZPkZnwjWxPa8qz8uuJJNz3ICYUUxLTdWlFu8Vp3whZ28KkWWwEUkAFLkam1aJ6Ra9ulkcUKtscgUWErOxyb7gZSXCHLduJWPG3J0MQ+3kckTGkvGm3vzmTvhwxQYqsjLlHP4knPbfzCFwxbeBf/mFDB7LUB/hsYm/Ry2V7Fjyd+VVJKFelvT4OqFujzhqBPPhN9fTekZrz6v143vnlbLzdyT+BZftamZXzMLpkh3cTHTHpd5ZK9FoJAqmysB5VmY7RxvBj8T62OIS9u3veV/jNT9Vm2nttENGJ13jjOV2pE+tP813CF/246VB3HahlafihjC0dUnYMmk1fUpfoaPks9OaXnZYqXgu9k9fxW7Znts+ilFsZuIvNb+mcxj3W/D33B4ayZuAc5dzB6aZfIZ9el/tu5LvAgl/vvMhTMAOvEYBMy+Zn9B/X/Il/HC2apEL1wuFyuSft8LumzTpZxbeCBrJz7Be2teruYVVdJSQ4/99xzOffcczM9Fhcb5MnkbYz/039imGrufRbPLoukp9yJZtk1E41mnD6db72vMzRwOQD/1cfwqnwo5obxY+3bmOfofh/KsoG03bGVvU0PYl67YL1uHeqjOK9gia+8s6KH6Oz4/KkihKA5TdjoQNTLBFcF7uF05YTISvEGadziHCbXyXKNhbloZibufacbVx9KqRq2aW0gtRVuI9Eum9zguZSbg4+nf6L4tNhq1EYr2L2xGeNazqKpN7Y1o4/oxuH6IbS6ZzdVerjC0Q9FpyJGfmHZ1pmquXSqFETdxEqpIte/Bv7erNiiwxdKpKrQLJ0rul0qmhsCjzBGH8+r2oesVH5M6vmyS+7GhxcR8PHTkirabVtH9x0r8Ej770GR76O69VO0aYlQM5/0ls3zJzu3JlSWNuvCxubtOaFXHvlpeG2WkN7Nb6pVOrXNjgwkAccTnU69VpYRlEG6KO0Nj90ld5OHL9JWmAtW6Gs5OzDK1rGqRYJjuhSST1Vc1fcp/svZnTfLludlQ1HIeepwPtS/BkILP+/rXyYct4Ny/qf/xO+rWz/N2Jtie+YhSt+UnhcmnUAdCPnvrtDXxlgRZJI9uvnPpUMOLFzyyXMczBCdSB1dTxn+7CpVNyf3wes8OzExmEqo9IbuCQyqzTL5md1H6UYv0SUm9MEOUlOTBhlskPXHd3F/5p7Ac3yjT8jY+RpSGKm+/bf2MQXk81fvnRk7/4GOrRmelDJnps0u1gwJXJD0mHn6kqTHRGNlgpsr0SzVcuaCFLypdHSWyFVcpv6e/2ihlanB/nOZk1cz2fpB1ogH8R++pcB37GVgicLkmxvWS+FsoDColskgqYhy6dBMNMn56v4+KhmnT+cU9WgAZsoFlse3IrcVilZpnWY3Qf/W/5uwTUoVueG1UJJe3iIoHhERzlJtc/XlUCQHuFg9k9uDTxN0OPGOR6ga8rrr4cV/w9auoY1SR9vdFd57hjO9FXD/SAp8Pqrw83vlFFqIpny3IkBV/I/cIOEqHsM0yywSnWgq/SXgr36faKVAY4jkXJiM/Vc5j3K5J0aw3S53MUYfD4Qqfb/Uf+YS9UzTMfyqz+Mk/2U09Ddl98OfUhkUQBsGbN7K2NEX4rFRMXIgEBQqw855j7mt2wB+Cr1+Nj7WKGXhrLvSiXTsrdKtVKstSpMsdqRCuGLpocDLPFHdXnWF+gf+7v1LzHHT9bmc7L+MZjRmWt5o2uag1S0gA/T122+AbklzR1XmTthhEJwTJMh1wQd51fuwrXMMUg6yddx/tE+TimapBgH0Fl1Tel4YBQU9TW+5X+V8upId0Wy3NK/AK7KRbpku8WmqtjBLpLbxuRtG8fnR7zsNXnwLdoRF73z44GnTNs1MhABEc5X6R24LmlTCGRBtISGhRjCMG2+2W3pd7PGx/k1Gz6fGLUi/pL3jimYZxNbsqm/fvnz44Yf4/dbmh8uWLeO6667jySeftDzOJXXstDEukiuQ0v6qlWEySzW5Es0A2y120SQr21aqX+IePLznrTFun6LP5ALl9MjjJXIVxZVDOMt/Hd0rT2FZdOmyyYfvrPU6K7dlZwU223iEh9PFiVk7f88cVpqB85L4+A8WqBZHFxxBpwkdGPK1ijJnUEw5vxGnB0bwsxZqh35D+8Tymq1yXGnWIIkB6Akcae9EgaKQYAah/wPpryynkpabDo1EA04Qzg3q45GaGjIF3hp1kxRtAF3dulGFnw+9L/C+9zkAju2qkhf/aWuQcBVPK3Lb0uvFY/i3AcRGzlqM/diqi/g//5VcHbiPhwMvc4L/4pj9VwfuNb0J+1mbxhD/BVThZ8uqTtWCWYi5rfuyprG1p+eBxJrGJcxt3S/yeF8AJqxI/cZ7pr4orfFko80xF8SnCGeCfVSQX9kvIpgBfKB9lXDcHYGn8BNgE9v4e/C9jI/DiJHBh2wf+xf1zzRPIWgnXcZo42wf20I0ZbhyXMJ2BYXiqOrJb/WJ/KrPszxXKkEABeSlLZR4U5j7xpPNREQjcTNMKyX7i4EpGeubJVKbfHbFW5Y0rra3EHtaRQlmUZi0aTazWKxMhVGeSxwdLzd1NLaQCBTAyoGRh65oVr+Qmope1hll7iCO+jrP9P4k00nQLrHYKu956aWXuPPOO7n++us55ZRTOOywwygqKiI/P58dO3awcOFCJk2axIIFCxg1ahTXXXddtsd9wOKXydPfdrOXZXK17Ra5cpM/Mi/enBq6+/A6TrdL1jago3Ol8gdOVY/nRGVw9YqeziK5guPVQRwc7M1sGbpZ2MZOvtUnJp4k/OEbJ5wdUqLQpUXq7TC1zRHqQXwZ/Ml0v4JCR4pZhT0j6GjaO/TGSpfmooltQ/rHPbfyYfAr5lJTkRldTbgSWKlroIQ+jIxa0cLtum22becszxiWHNGHH9QpltdtlWNPswJhLUyV2k3c8paGKsyqekPewtDjNHEaUpAJLvX8nu8D1r8jK6JXcGN3SAhXYnsrQu8XhIT5sNdNvk9hy5ONGLvIzxPbPmNmh48Q7VYlTdzM9WtGCEEBeexhH8K3HulbFKo28yyGU/8D5c2g4wLTsUtNZeFmnYXbPCC3Qou5iDZriQ9Aezr4Lx7x3hSzbbW+gd8FrqzZ0GEuoajo0Hus0DXa7Ml8VVB9pXh3GXmBfVR5a1JyB7VPvep5KStN27DtYGUWXpd5JPj3jJ/TaF5SQSW61CMpi8v01fwSZU4+QZ/BSn0dOymnq+hAE5H5BOq1siwSSmKFQPCgZxS3qFcw0f8ri7BO2zNLGGxEA3R0x4LqZrazVe6wbWnwovd+egY787z2VmTb+cqp3OG5ioP9NVWtNwUeY1Leh6bnSaXSzKqi2y6hNO/0KjUXZzER0epGPBf+tc1FU8eBQ9GJ1G13bKWscWtky00JyZLnKMO4wXMpefg40v/HyPb7PSMJEuSu5i8YWjJEf9ZHk+lKM4Bi2thKSNX9Pnjln+YHfDsC2f1XhKqxRK7K4AhdUsHKGima6LlnEJgUNec0s8pwyQ62RLOTTjqJX3/9lUmTJvHRRx/x3nvvsWbNGioqKmjZsiUDBw7k0ksv5aKLLqJZs9xWUxxobGOHrePuD77AR76/JT8Q80qzljS1O6yMkEqlmZ3J2AClF8PV4wHoKjqwTK5msVxJUAYZ4/s3RVVHWz4//sP38hb3cnbrQ+q1pxlAnyQtBTp6SoJZIxpkZcJvRTMHq+F9RTf6KN2YG93GHF9NqETd5ceV80cLbGXVh3T4nwYP5qMUmE98c101VJCkKnUZ9oxghdCgeETKN9NG5KKlI57jlDQrzcxCAISg+LibKWsvYnxDRmtjedJzW+QmOd+ncOZB+fTXh3CS/594aM26yCvImFz74EHIZ2gP+0K/5xL7v3czUdFoUvex/i0Pyxsjtg+z9IUM9sf6pIo9rZBRxfBSUZnR7mBOWD813W9xv2BDo3YxghnA9HWSoSl23ldJ3bQN2w5+g/TN+kAux72PShpSyC/6bI6Pq8D8Rc6mj/93QGjBan3exIxXeX2ufW/ruGPEYdzlGQHAGqwXSawSBt9v8Bw3Bh5hZVQmsF0WyuUcKw63dWyJaMsT3tu403MNJ/ovZavczh2eq+ildOUvnj/zl+BLQMh024pURLPmGZgnN6LQsprLDsm+t3Sw+rlkQjRMRivRPKWU7nAi9UZAsMIwfmi0PpY/ybM5RT2aBzyjeDT4d0poyx/V39FWtKSP6MYZo0agbu6C3NKaY3YXMqFJeYJHWJhMV5oBPOe9m/MCNyU/0Ci4IJqNPSNz2fH6dHbIXY7mzi6ZxXa1X/zcM9ouy0a7cVAGM5Lo6uIwPXPIkCG89NJLzJ49mx07dlBZWcn69ev58ssvGTVqlCuY5YCGFCY/CPhC/9H2h6jZKlI7WtkeVybIVoLmt1qNyeLBIpRsV0kVE/XfaC6aMMb776TniHz4DlnBsIN89C/21FvBTErJi8G3eSjwclbOn8uW3jAtHKx23hV8hrUy7kYgvpRfj7pZjC/nN2zXVWDeSZbXzXmlWZIWSCfBDkJoCN86WzfRr3geTJqN2ToHLR0J1xQtaEkan1HhEIB4ihZTOvQ3lH4zYo122RQTcx+mi9Ke5Xk/8LznnuRjzrEPHkB+1OvGye/dKlmU7bEtvavleg7yn8EWfTtX+O9OEMw+9r7I31tfg9J2WWRbXmAfg0sz30pXX+lYvp7+m+dHHueroTbgVDlcH5ZWG3YwTU+m2sCJjUUmCIcl/CP4geVxOjrvaf/L6LXL5BbuCD4deXy/OtL02CHKoQBskztZIddan9gkYbDxqqM5RT2a3kmSus1YpDuvnGoqGvOb7zNW5v1ELyW0KHiXZwTtCVW+J1tkLbdZ+RFNJt6jm6TSfhjH+iwau1t5lyaraM8Emb4XiW51O+4rydTRT1P56dfc8r/2LBvzGHdMH03DytBc4QTlSL7K/zu7Ov2X3Ye/wp4hpdBvmqFgBs4WcO1ypnoye/Jmc4qwXuCPn8f23zyf/ECU4Bk1lw0Q5Evt54yP1cU+thNM4+ee0Z9bNmw+3KrCzOFKj/WMHnRKuvIX5oHA33jTl9xfbqdebri9TQ5MaaNJVTQTWC9CTZdzI1+foZ7Ex3ooGXOsPoET1CM4UT2SD3me+XIZh4l+fKSN4QM90X8kTG2IQplECMH/tB+Zg3HSHdhL3zGjOAcR5PFET1SShUMsMmhjiK4m7LStjPa7S5lccgjBVlsTyvmN23V16P+j6TW9eCIeGbki05PZo8WhTE7i/9OERlTIqqSLwrlo6TCit+jKRPmr4b7wa963sRWnzZrFVwMPxt9mW+T3L1QNRo1Abu4A24pACmhRGtlvJEG+GHybbepOjlUOjzHHV4XK5/oPScdbK5VmIj/pqn64PbnTtjK67VxBQPUyobgYrcUK2BZXwdpsLcf+sgEfQVo2+z0fNd2M3mMWS32rGOI/P+Hz7HXv45yunsh9gRfRqRFuRFIp9sBDRv1MglqQ6c98TP/y5ah6cgFLBgOwthQ6FKF78ylsUQEn9oOC1uBb5LgN24kIX1dwbC7ukEvVs5ilL2SeXArAXlmBRPKdkQ1EHBP0GfwZe35GS/SVzJWhyumGFHKcMigmDRzgkeArMY+tKpH7KT0A+FGfYpq0HMEoYdBbgadzaN51kXoGXwfH2fo+olkoU/PoEkLgibu1aS2as06WsZcKy2CzHRjPha0oycB8p5kDewkzNrONKuknT2Q+ZKeylkWznkoXUn176UA71kZVdMe3uv0S2Mfbrw+hSr+WPWoBXa7+BanojPx0N+se99C6sGEk7AmSz12yUWkGIR/it3xPUVw1xPSY+Hlsu50raKl6mVgyyHAue3vwKS5Wz4hUw7vkloU2W6qj556eLa04ct0cfik5yPj+xIDXtU94Trk7E0M+4HFFs3rGWlFm+8P1S/0nKmVV0ijzjXKL4fZ2IrctVIUpmoN3pITVFuX/0WXvR1evoALMlzVVDGepp3AWp3Ce/0a+0M3FD4C25FZMzDRSSsuVB7vpO2bUhqgYPZHpQgcWsMzi6BCFFMT48ISrCR/0PsUHwS/R5STDUtzoiUmbbdvZ6OmJHPiDZWtma1rkPIE4E6vX0SQTzLqJjvSkC7dpyYX6XKTEGXGCeiQTg4miWfRr3g98KiUsTfSMEKqGaLcK2tlbuftM/57P9O8ZJAYw3vde5DUgpeRHPbm/WlGO34PBRoVinP9f4eYFLG/WGS3cKthqJZz0b/j2OtjZHnZ0YNq4sXTbsYrvW/cNHVP9XrLGFyvM3Kz+iYvUMwCYtrEcNvaK7Kv0FvB9+yGcvsbch/FAYkWTjswP/zyBIB5O3vx/DNi8wFHKaFConHLO+8yv6gvvEUpJLRQwCswyIYzQ073rrwW2yO1ZO/cl4iz+6X2UawMPME8LiWYVVFLK5og4M1QZQhfRnle1xMqzhGpoE+boiznC/4eYbacrJ/Kx78XIY01qCUE1u9hjes6wdcN8PfnnqOLzoz84PMHTrKJauzlE6Wt9AhMyaWwfTgWWSKrwmy7Q7pTORbNiJf35TkvRLG3RDELtXl1F5hM0AxZew6nO253QV3Q33deIBkhgj4kAfp5yKn/Vo7pJ4iqiK7yFTC06lBPWT+WLbsOQYS9bBKfN/JjPjz418jnslwF+lfOxIhueZmFaiKb0E91j7l3iCc9jVwOrI5Y30w3nsrvYzTPa69zhuToLo3VJhpP3uPDcU2+3iikDwOx3akQ2W7cPNFx5uZ7R0IGB9h72cU5gVNLjNphErudaHCrAOu3PjC7COlFNRzIhOAMIlXmHV4Liy/+DMphUMFNQ6n1vuBDCuk3NrM2qOn0nWYJLbYhm0ZVmdtsgzYyr98g93JAksSg8Mdl77AbEUV9ZCmZQOxVDufSqaEdr5vm+YoKcbuv4tiK3rd9hzlGGGu+w4xmRBtPlXO4PvhB5PFcuoQzjxYowPrw598GDRNEsocIrrj15fuu+VEZ7a23pAgUVIcGsmkpvYYzAY5Q8doQ4iCe8t7FFbufQqt8zfsfqhLEtbmbtw3hgYXyX7TRldE3jkprfjQR2AWXpv+brOj9qU+nrH5618/8iZwHQIGpes5cKHg7W2CL0EV3pJboYPj/sdyOl5JbA4/StGs7DgZe50n8P+ZX96FZ5MsdWXZggmEFowXRDVLveZmLFwRvUS9lpUVXVpVp4MarKNkLx+VH6TkE5aELof5+fKvxUST/FojUihSqhVdK5D5oZ0VV3Vi2aqVSaFZF+pVmmPD7tLMSkQoCg6b5cJGG3V8yDpfawj+6io+G+v3nuo3911WSEuFa3gqi2/zOXj0VEqnR1Zvd9hS5VJ3Ji1aV8on1L46qBln83kH2Pt1OUJC2aDvl38OOct6m7hFiUYjWtU8y6yVyc44pm9YzGDlPnftSnskK39qTYaHLz1lLJ7Y1+Q/H/7J13eBTV+sc/Z2Z30yhJID20hN4RBFSwgAhWFOx67fXae7v29lPv1Wsv12u96rVfCyrYEEGQIkjvgRASSEInbXdnzu+PzW5md2e2JJsKn+fhITvl7Ozszsw573nf77d+QbNEEsJqHni1PIQQ9K+dtdrKdgplCYv05bzp/pTfDWWcVjjaSHJmtmLd0ZPtyjDNhVer4NvL4dn/4H7/GWbP+hH3B8/Ac+8iX3zNFzjLpRmCZoZMs4Y6vn6iT+dY9YiIOoP7qeR0MYmBohf2EL+NZgmaNYFAr5cOtGML2/zKnUKV0zVHBhV4yjwGid7BKxqoGWFGMh3oJbr7Xr+mfYguPdfVJ9p3YffPFhnNUjaREJCZHDSgi0Q3pccSv/MZ76pkYOmKum0MzmPDxUAetd3MR7XGNcc7L2WFXAf5f4BiGOBKyeXLQ2tBHUjk7ylkYGlw1sOQ0uV02xt5wKHb3iL/7wYgczUyZTvS2cXjqGlAShW9Ig+54jC6z+rKsV+6GP+Vm66/duGrP/dT7Wz5ZZpSSq523d+o7+E1Wkk0Bs1kFV9pdZmSA5XenKyOM91/B7upktW8pn3IS9r7bJCFPKa9wnu6R+usiG1+0hOBnO68zpc5VW7IqEsigQds17FTmgvPJ5KAQ3gyVFaGyGiJhPvdnms6vbz2mRzF2LyEMrQIsyXDERi4tKI+mWaZMdDnjETSIpLy9Ovdj7BWj61+UbjvIFS/J1Zkh+jfSyTpwvw76CvycEn/gJ9QNcS1V8IN52M79yZGH3MsV7wtuODdOK5/C4488hhsJz8C909ASahGaiqzi3fx/Z8CfdmYoEniQFIaMdMMPBprsaSQ4rDZcwcxZ6fcw9vuz5mj/xH1vm7pZq3cBIAtmpTuelBG42VUH2i0jQjAAcQZ6vH87P49qn0+02dwm3KZ5XqrCypVJEf1Pg0lIQItHTO2sp1H7DdxqctaWHsdm3x/H6sezhy3Z2bpVfcHPKO9FbEeS2pDhMRbED3pgjGnzqtRlLmrnOL9R2AWT2938r/Z/z9D5qKFg0tzaJrlGIIwifXMWPTyq76Q7bKcm5WLeVR/2XQbr/6Vuj2Dneu380C/t5nS62gUCzmRpnCYCqQdiQhEeE2aWhKIr7ftfVeRxWpD5ubN6sW8pX3OTnabbt/Upd9GnrTdwc3ux1gvN+PCjUCQpMaxv1YzwkrTzArvtdN1ezlJWzJZkdoHknezc8Q3PNTuL1yvPQzAXvazWRbTnRw+1aeHPc7mCD5D8PVTg5Nr1PN4UXsPCK+bQkoxrDqU1MyvcHWcx764dgwUX9IxcQNdU8fxe7INpfef7Kgt897FHm5WL0YIwRfaD77SE6FqyLRNsN2TAWh3VxGvt06HxsbCfxjt5lW+44SamdgmHRl+Z5cbirdjy8ngW+dbTGMcnw0YzYwjboOuG2DbS8gAJ00pVeSW18DVF7kXNn4LSdtXAJJN6QOZikaifR/bHm1PvKPlzsmukhsojFAbtiHs1Pb4ZTntY79fNtNUZSIJIp5HbDfxqvu/jFVG4MTJJ7X3h4VyOTe4H6nXey+WK7nUdTefOl6g1BA0u1o9l0SRQLmFE7s3C71KVrNBRu+ebeSf2tukiU7klLRne3p0+nEaGtsoJycGmVzGe1qlrAy8cADQpc5uC1OsUMRiQsw4uWJFpM/xI53nsSLuGzrFqP8eSh8WaBLZCbuwh1yfbCFF0V3J9TmnGjGWuv0yWIDfBKkGfIuCv2zDmwB4AlZmjtBeUhpZr/Vw5RDiiQupMxcJI8RAX7DsU+07DlUGxeLwDijOdd3MTN0zHv/Z8S6HKcMi3nej3IIzRNlzLDkYNIsd9QqaaZrG559/zqpVnpnkfv36ceqpp2KzHYzBNTbH1SM19z3tS26zWQfN9lpoW3SKgZV2NNRXG2Gd3EQ/QpftVFDFL9p8jlJHMlmM50E8D9J/RhEwA+hOTr2OsaXxrONenE4Xb+qf+WkUWQ4j7FVoQ76B38fXlbFJWRc4M2Tj9Ffq55bVEHIMJaEllNKJFHZYDArCoaPzhfYD59hO4lFncNDM2JHSgB+AHxZKsH9jqfnW0Oy3+iCEIJn2EZecKIggnbdI+V7O4TB9qO91T9GNjrSzDJo1tZOokWPUUSxWv+A85y18qk9HIqmgEqGCyCrAnVXA/4YBLAibim28djYFrpx2E9feP4H0hBTfAHWVXM9u9rIxgsFoLASm60Og3k8V1UxRJ/qCZmCtm0Lt+cCd4NdNW8gZkLWa9ybvQROf8r1eJwmwUW5hsVzJIWIAb2qf1u20M9sXMANwGbRnDuIpq1yWPtCwxMaVnMTguB5M/zoKTbNVGzhx6nssZSCsANY+D3deEeyk6dji+d9VqzOXDnSAZdJfs6rSBbM2aBzXr+UGzRbJFeE3igE3a4/5aXoVyW2+4MckZaxPRP1W26XcarsUgCfcr/mCZhOcF0X0PsPFAGY7/osQgvE1F/r0J6fpMzms5kyuUM/ybevNyimVO0zbyqrNLPVmQTSUGdpsMspqn39RxleOrDmXCqo4XBnGB/Zn6i1yn2QIXFZaTAzto6JeZhaxcM/srXRvcBtedrOXz7QZXG47M/zGERCqP6A2coZM4HtpFg69e+Q+kmnvF/QUCLJJY25tmXS9COcInRb8HG9svdZ2IpHjlSP5XP++Qe2sl5uxYcONm0+1GTxuu7XJdXdbCzXSydmuG5mrL+Ev6mSWyjX8ovtLkXyvzYkqaGY0Omls5+nGNrw5kIg6yrVixQpOOeUUtm3bRp8+fQB44oknSEtL46uvvmLgwIFhWjhIQ0gPcUP2Zr8EOrutVjeyXt9MT8W87t9qJim1CTWRAJJEYviNTNhPJYkiIWxWzR3uvzNP/Yit1Gl9mHveWdNXMdcfaY1coJ7Gm/pnQRpFfpz0JKSUQa+F1DiciGuvRBbnwdLD6VNWyJq0rjBoLiJnA0LVGCWGNEumWXuRREfas4d9FMltpItUdsj6Bc3AU6J5qXoGdmzBeh6hNN8KhkKfYF2vWIvyR0oyHSIOmlVQRW/Rvd6DJaMb5DR9JntCzNqH1NRrIk5Vj7XM+FJQOE+cwrvyf5b7S02FhROtrx0UWHos5aPqnHhvdz/FxcrUiI6vuVx6EwPc0GpwkR6ptlqoe0lJX24tvZbtacGDmJ/0efQQufyg1wXEElJ3UJm1ynetGbVnDuIpqxxcupyl6f59Lq+mWf6eyOzsN3fI9W/DlQBF6ZC0yhMwi1tZ56RpLwb7ak/grBTYC4NLlyPBF8BLtMOR+U03mK4Pq2IoMh+K7/RfGaOM8L02lvGkWZSUnaZM4H6eC1p+knIMX+s/A5BBJx603YAqVBzYOU45wjfg/czxAkc7z/fpkS2WK7naXVeK6s2MsjJB8JYbztFjc60tlas5aad53zMc3r7aN/ovfK5/z9nqifVqJ5LyzPpkmUFsMs1inVX8uT6Dy4lR0ExaZ5/bmlDhx4GNKovgwio2cp46mRe1//iWZdLZtH8fafZ9e5LY65VtCOzvWUg2dBe59R7HRMNUdWLYoJmjWmfsTy5sLqvPWk2+6MYGuRkoYIXtZXpaaMMBSE1Dbi9DZHRGqLFPkGnM9hvS9kq5gX9pH6DLMkYBa/kX8cDE2vWKJknfLnFk/kx1XI+I213ifpWJIa4tL972y9IFmq2+Qc1qqu3TgpbW97wIVUXN64barxfiAEuWivrTXnbZZQwYMICFCxeSkuJ5WOzatYuLLrqIK664gt9+axwhyoN4cAg7icQHzZYZs1/8ltemEX+mzeB2xdwhxWr2JrWJM83aR6nXZmSTLGKUGMI8ucRymyVyJWVyp0cvpx5IqZLlPgS3XWJrAzMyo5QhOLBT7dUoChjspuWUUn7Y134p6FJT4ZWXQUtgDcBqYN5fkPeegFA1TlCPasqP4EeuyGSP3MdWuZ0xYjiriEzE2Ixf9YWUsYt+Ip+lco3/ytRi7FnrcZUEZNQZdJoCaY5MM/BkixaEcJYNJJM01gbnTEWE8bqaps8MuW19MwZiyfHKUZYlqTo6xygj+Y/2P9PutdX9NojfTkOO+NZ3Da2Xm/lG/yWi42uuoFmglp8bd+RZxxb3EgCyVrMtdalpsslKfR1f8hPu2gD10WIkM9X5cPVfYfUoJm+5gGf+mEfC9RdG9VkApNsFhcXQNRthC13mUx8as/1QbduB79Rf+boLXLl2oO93OrgemmaDSpfXZa2pVdDjD4T9Sk9mmb0YITy/XyE06HIFsrIbojqDHsdvJXP3BqQQ7EvuwdBO5/POwHNadGkmRC5w31B2sxcHdd+bMUifZjFx0FvpQXuSgvQh37P/gwfcz7FabuRF+wOWupAdRXtmOv7DEc6zWS+DA6dppKJLnXKLkp3OtVnAH7vD6y5Gwi72El/V8CDql9qP9Q6aGe9pldLKAKh+2RixmBBLEPWrsrBipj6f3XJvTJwcK6i0XBffBCYAXhJJsJzg3yy3cp36F7+gWbZI575aTT0jkZa57qMCoQLXXonc1h02DIZ9qXRmHTu6uJCaGlSe6XWdbWyOV470TeiaJUvEdSxgdfd9JIWt4Fxr+PvxBhZ8tk3ygfB+8ADzqSEyIyyAm+p5PPWlhqti3qYybBDt5nx5QAXOov6kS5Ys8QuYAaSkpPDoo49y6KGHxvTgDmJOJ1KoJMBCNkwa8ZyM6IUKm1q8PIn6z9Cskhu4Ub2Is903htzuM/cMVmI+y6ygcLgYxmwZPMMqpYrc+ioP1/Tjm/gKfs1LahOBMwd2nI5K9PtO4PQNd+LcuYSv2pchO2+n3EzLqWAoaAEDYkOG1UXqlKY69CByRAYr5DpqcDJHRv97NyKR/E/7nv6iZ1DQTKgaI697nqSyfvxYso4h60tZ2rsz7r5LTEszwSOU3xykKsmmng5WpInUeukKQvRZm81NO5HIheppvKKZi8svkautT4XV/TaQ7cFlHHNM7i9mNEfGJpiXyd/sfjyifb16Z6w6lE5rOiFR2ZkB5C9DZBVYasMtlMsp13f7Xm+URZ4A/csvQUk/vgBmuLqz9t9jGqRr1tgeYY3ZfmDbbqEyaep7LK0KzO5v4HOpNt4lhOYpyQxsXWiIpI0wYGNAee4W2otPiHec17D3bwK2ydDOtU3xXnssZDEAnrDdxl/dD/hedyKZOOHgcfutEb1nR9GeZY6v6VZzVJBz5khlMLvYi27xa+0qstgqtzOX6Mva/qqcx0v6e0HLS9OsAy+RskSuCr+RBUkRuGfuDxEcsiKR+JiUtEXahooS8jnrLWHU0SmS22IUNLMuz0xqoH5sNKTTiR0Wcg8A5exEQfGV2KbQkY+0b2Pz5p/c5Xvel3uX2auC5Dj6i6aRJkkSiRyrHM43rjmmk3f29quIc54NjVz2d5ADG33xMvSNhai9204FVjiing7s3bs327dvD1peWlpKz55Nr2V0oPG9Nsc3G+9HoPubl9o04gW6ucuS0WpYdzpgxSi6z+rK2Gk2Zi2RLNvqxq01jR1xuwakNa+UGzjVdmxYXbR/aR+xUTefhf/S/goL5DLzHV3ZPo2XRdUaG1uBQ1g4lshVvo6i4nCyuv/7XHz0cYjBc1GyN5oPcHss8WQiGKnNsLpZvZiMRtZzCIUxM6ehIqkAn2jTLfXZ5ioLuSrnUK4d3pslp29EHzzfMmAGzRc0MzMgCOXC1ZSOmy2Bf9juZKbjP3xrez1Im2ZRKEcpq/tt0HaF9XLeBOgisuq1X0Mxc439rx6c2m+F4nCiDJnDrjO/ZPeZn6Mc9TlK7nq/+8mN6oWcoUzyvV4nN/O9PgfwTJ4UUowsz/UbDFTVapodxENQWWUt3vLMaNpZFlieWTC0Xse0Uq6nKoKSk+amSG5rsve6TwvOdgGYoBxuuU9glqmVaH8ohBD0V3r5LXvH/iQdRXt2yt2W+/UXPfld/zPq9wM4RDGfSFjd01w/LRw9yKULnvtggSyyzBILRzvDhOx+aR4c21ePTLNx4rB6HU99CachZqwaKbUov42Wndpuy3UNqQ6Jlny6hlz/gOt5Roi6+9gw91C2rcij+6yuHP215PDZI2D5KM84xwTd6UBfcTj6n0d6/vduF06Ow0A/pWkyzQD+op5qeWz79/Xj9f6n8VX3cUzveiTVVg5VBzlIA1AOGYSSF/q6bGtEnWn2+OOPc/311/PAAw8werTHSWTevHk89NBDPPHEE+zdW6ef06HDgTUAawqm6TMpIXjmUmoqjH8TdmRARQpkbYCMQp/z2072sFffRwfFP5Xc695hFLTeCGzUNX75VQMqGJarMOemdtjUxs2sasgDeLG2AuwwRPRlbogSzeWspSeeuv3A0qyH3S9Sg0Xgw17scRGr6cfweJW8Fl5+Eg6XdPmLbuMZ8Ayhb5Dmg9cdMKe8HK2mM8WXXQ0V6aCpYHNDr4UoDifDRfPqGUaamaM7HbBuBLhtfscfyBy5iAuYbNnOhe472OKYhQsXH2rTQmqHdRDNEzQzsz9XUSyFRwNF4ANREEEZCoeIAfwRhbB2qKBdU6MKldFiKCjQX+9JqV43uAtlwy5UzVO2UdoVSrvAtKthb2DnQcLVl3vKJ1aPCvt782sfQe8IHNUag1iXCkGd3qatLI0zCtdxgUzmsyrQEy+CDnuh6wrYlwa6wj6bG/L+gP/cH9CIpEf5xpgfW2slqWqfvxlLLYNLVzSsPDNEmXk4JJK1chNDRN967d+YbNfLWS83UyS3s4M9MWnT+7sWZZlk7S1lW3Jn9Pw/YXdWkLasMWg8WgzhROVoy3YDn2XewFG09BP5zKTObf00ZQIAJbLUahf6i54+7bRosGGji8j2ve5CFltqKyLW1DNoVkIppyvH8x/9CySSpXKN534dJcaMq90Wz+lQZYhWnKyOi3ofK8yerYFEk80dWH67X1bWa2J6A9amNe0aUB0SLcNEf76W1r/LH2SdNJDudPDEQ1PBfR4bga2uSmrstcdqkiGmOx3w4Df+VRS12wkrXTOT+2RTZZqBx0gkMfVeKsyODZ17j3rA90pRqhh/6DhsSuh+x3HKYVyqnm267kDTNNsuS7ne/SgAfUQ+D9mu5yzXDb71T9vuJEdk4dRquK3oVj/NsVyRyT9sd1m2/bz7XWbLhQDYUXGFyAiMjaaZh3dsjxNnuAcc1DSLnqg/7UknnQTAmWee6Usp9mYrnXzyyb7XQgg07WBqaKwxq5m3uuFTqzPl5W39f1yn/MVvX19GTqCAs1I3o7W4SGfjDp3e6Y0r7tsQAc3lrONPbTXDlP7M1ZaE3LZYejIlM0VnPre/yFCnJzDyu7SeXRVCg5wrWab8QZ5DadWlmdO1X7nIdYdpkOcw1xlBATNvMNXXdfoJyFqNuNbfcjtXaR4NJt/7RyCmG6pzFBjIkEgKpPXgs4IqfpdL+af9Hn7R5ocMmjXljKwRs0yzUB3zvewnJYR5QBxxQRpge9nPSeJovpYzIzompQnFg6MhB/+BqmUAvRavbT1ZBegOJ7z9j8AtoHAwvP9QRL83I91FDomi6UpfjNTXxdgKo/6bG/jcVcnSXZtYkd7feidbNbgDjkMInjzsWl76+d6YHl9r5fnhlwQFzCAGJaINTKL2Tr60NAY7Tw5pThItxt+1BIPztE5gEYdXW9b7vPyf42Xswlr/rq/Io4/owRpZAMCj9vop4JylnsDr2ke4cHOv7Rrsws6P2lxOc/3VdPtMOtND5LJVBleThKMLWX6SHimiA1tkrYyI4XSEckEMpBqnn6HPV9pPjFaGRn1sKdSZWu2S5s+2+pRnjldjl2nmKS0MfV4iPW8A2/QyvIlp/3S/xZ3uv3OOchJvOiJTaPKyURZarmtIdUi09FBzMSuyMaVgqN/zwxcwA3PDphCyI6LPfN8EmV9wvPdiv2e4QNBHRC4E31ASRQIn2sfwsXfyzhuk358KX9zht62uJ/B9/9EoJiZVRqazmH72axinjm7MQ28VLNC+Y7rL8xsaaTuVeNuJHOrezCPul5iojCXfcRkA8cA1en/GOs819Bl3k6yu4VH7zaZtf1Tzb5bJeMO9MPZaq2a8o1Zxnf2MJnmvtkrUQbOff45+BuogseNn/ffghWF0prz8V/ua62z+QbMd3tTrQAFnXfMFzg7JVcjr1PgD3YbOWj2tvcFpygRe4v2Q23lNFNJIpa+Sz0DRi+URmAMIodE7rmW7gkVCb9HDMihSFlgGYuWGVxKs1dSUs45m5Cldwm8U4bXi5TXtQ3MHzVo+1b+jj9IjrOlAJ5Ec/tgaAbNMMz3EqHij3EJfkW9p0+4NmJ2oHM2v+iL2so/1cjPricypDzyZbi2RBgnv5//hKVsOnLgA099b6tfHs6tnKbLz9qAsFIBBonf9j6WBhMs2jJqAEpJqe2LogBl4BjxJJVDhn2EzfvOvsT22Vsyp677htWEXBS1fVg/3TL/yTC3Bk4k7oH6mTj/r8zhHPale+zYWutTDBsGjxlLX0OT+VtwX284uaGmb6CZywmpNqUJloeMztlGOHTuZ9ZQ9GK0MZVPcTHbLveQrnkzYN7VPfBUGgZysjuM17UM+08xdhUNlafdQcvyCZlYTRXHYqYwi+POtnOXT8vqH9gb9lZ6cp54S8f4QWaaZVdlmKAInWhqCDZtlBnh9WFSb/e2SLu50/x2AD/Sv+ae8h44icvMCX+DThIboEEdLmojQwRmCxjNxAZlmQZm0XtmRwOd37XbGCTJPYfeGoKu8OSa6pqqT+ESfjsgqIClrOxVUeq7Rr6/3/yy2auhqLtETyDPamweDZsBKg8PygNoMwr/Z/spF6hSy8TdhGaz0ZVPcz9zoeowPa6Us/q19wv2263AYJkc+02YwS1/AMukxYOhODhuwDkrHmnf0L7iOC5rs/doiUQfNjjqq+dzxDgLr9E3BC8Pc8L0skauokJV+GV0zpEdHxivgrKwbRvcdJZy7P5MRPZ6jS3o8/TLVRi/NhIYHXebof/Cw/aaIZ6O8D+Gp6iSWu8MHzezRXy4tkh5KLsMZwCKCS+qMZVRjC39Hk0uYJWpABgykTSy3m7IDZcZoMST8RhFeK152sNuymFBqKp8WreGwtbtI7DSe/WkFpgEQ8AQqmwPjDHskrJeFHK8eyVwttAj0NH0mE8ThfC9/i7jc1UtLvY4aEjRTHE70+08IOg9A8O8N2Dn/drxGS4FZKAAnKbEr+4kWY8ffM5CLdHrfgtRiyFgF2yMwTvBir4LrL4HHp+ELQkjJEUULG3YsbYh+uwr8Jrd86BoZ+63L7wLJ2VeC3VWJy5iN8cHD6Pcd73cdS6kGuWmaMU2bibTJmAikxwqBiCpLJyKsyrZMMs3IXk18ajkXqOfyF9W65N+IXdjrXZZppJNI9pu02SatSyWrZQ03ao+arguXpd1P5JNGqm+SaS/76SvyWC09JdVCA01zULluBLpbibhUHTx9Q69xwqWuuxkkejNYiTyb0ajVuUual+ZGm2k2RPSN6W88nriItFgD5TOs+EOuBGBeQAXFKrmB0WIoe+V+JDJsAK0khGlG+ybUak0VkfdlAsczR+xx4lTO5kN2Q85GKM9FGvpqVs/vSH6bXpqyNNPLRGUMSSRQQZWvvFioGrLzJv/nrTse/vUiMqCfYcZP+jx2yN3NNtHbUvDetwAGiDptSKt+YoroyL/sj/BhjSdotpu9/KTPZZJ6JADlchcXum73m4DvIrLYECKTM9Ysl2txSzc20TL74K2Bep256upqli5dSmlpKbrun7VwyinRzQAdJDr6Kvks1/0DPJHe8DV0vtVncbpaJ8A8Ry70a4cBv7MJcKoTOMHetDpMDU31LmIbTt1JMu3ZHUEZhndWdKpyHA/yfNjtzQSyWyNSSrbVeQDVLQ8oo/rNVekJGNk9ATN7hwI6H/Ii2wdsQ2YXBj18mzJV3wy7sPO47Rbudj9NOqlsJ3hwUJ/OkVn31HOuXmFHSX8uBuAhz3KTAEhXspvt3JhlmgVi7IRvo4zxymG8q30RFCwR+J+L7+VvSGccPDgtqvLDlho0G6kMbtD+nvtncHaO7/dW2Ad+uSx4x+LgrM1j1FENOpaGkGDINGtwwIzaTvzx/4K3njbf4Mg3oP9sn6aZL+C4bgR+wQcheK//FG5Z8nqDj6ktMC/7kOCAGYCi8kvuSE7c/EtE7Wzo2NU/YAaeQdbGYdDXk9nudY+mpp9H2zPnSsvA2Q52U0JZ0Gx8cyKEIIcMNrE1dm0adA0j0TSrUDUmKmM4RBkQs2OoD1uxNkF4V//CescwWdr9RE8UoZAtMtgst7JVbuevtvN4xP0SAJrLAQ9/gx5lqToEO42+qn3Ii8r9FlsHY8w0s8qyjzbT7GhlZFTbh6M9SZZZcEYiCZgBFMgtuKSLZbq/+/dKfT1ZIp1DaiajI1no+MyXhWhGWYA2mpEkpekyq1JJjmp773imQFPZ9MLr6CX+2duO7I04r7nIL3BW3+xa8OgHNjWJIoETlKP5WDe4hO7MNp+gMulnmKGh8YX2A5fYTo/x0bYuvCXqcTjIExFUsQAOYecT+/Oc7roO8JiJeYNma2VBUMVKnujCTGlSPdZISCQfub/hXPvBOE19iXr08t1333HBBRdQXh486D6oY9b4DFR68Yn+XdDySG/477u/8guardTNy8qaw7ktFg6D81jCUcpIvtB/DLttN5EDQG+lB4eKQSyQy0LO4jV3+WGsEEIwShnCZ/oM/xUB5SY1AQMp194ebBtehEjbYpp91Vy6XUZusl3MlerZbJElDHGaPxjMrpVkOkTUYfWxMxtKTErMTDom/ZvQUSkQqzIgowmGguKXhfGQ+0VyTQaYEhgoerO8NrVcReXwzZfzSxTlrgDxLTT4PFj0YYDoxYoISrWjwft703sthDnnBZc7B2RtticpIn2+xiJQl+UqcQ6vyA8AuFQ5nX/rn0TfaN5i//J/L9mrERPfqh24+A/udD34LjNuy5zo37uNkr3fWneqNDHycr7iduYlZmP+2EL7NZ57RIWjK7N61z4bavox9rtOJDmtZ8i3qP8hRfZsUcLOh7q20SdAj9GM6IWXV9X+gyE7wFOpv9u3DIN3xWrlVY5id7OdFx2dAa4Cetcj685Zs4gfqQbD/VtRqhi/ch621U5G28qpFtM41Q2rZTVQzVRVYYHmOedlu4ay0ORZMeL9/mR0mBvVOS/iXW4VczhKjGCCekTY7eO0Gi4sqqQsXZBn30C1LdgNONO9mIlROL8eoeymWp0WMwHz4101bA74fVr9Fu0ouCIQH1ykPMt0/RUmGpa5lW/5UH7MGLkLRZN8W3oll+ZcZXnsw13FltfNEGUL1aq5s3Kshd1TqWKiq7bPEsU1WlHVlVklwXIHNcV5/OXjIZQn+PcFw7XtVmysS+5BYUq2n66ZldN6Y3OeerJ/0MwqA9akOsSKz/QZXMKBHTSb6fgP2yhns9yKKiKX5TlWOZwOtGMv+/mP/gVX6WczQhlEcYD5Sjxx9Fa6+zREvYZrmbvKKemQbind0VAu0e4mUSRwqm1CTNs9UIj6TnbddddxxhlncN9995GREbt6/oNExqhIStBC8IP8zc9FZyvmHe8G6fvUk6g0CyxYpW/gfHVyREGzk5VjfH+/Y3+K97UveVh7yXL7thI0AzhUDOYzAoJmAQ/buNpMs2pv8KxDIXLtIch2ZSgJ/p0oGzYcTSRmGY5EkUBOlEGHaAJmCgIttRiyVgYHzkw6Js2Rtu8lxcQIADzflxVra8WnzehNd5bjCZppaKT12BRVuSu03OtICMGH9n/ylvYZlVSRRip75X6e0d+KTfuqhrzsKpJnH4Gw72dXpgb5yxFZBX4do34iv1lL2/oq+WTQyZepmaQk4h1jF1k8L8JhLJfJKN9Dyf5RdKaA8hwNub0bZGz2OEB7M0AVDWZc7NdGr/K1DNq5tkGfrS3Re3cB/UtXsjJQH05Kjt8QufbsYcV/BJd56hrvXrOJdpqnXMytbuT4t5azZOBAhi5fxocXbcQWcoL0mVgriDWYFxqxbbdQWZPcnQ3J3SjP7MyItUvov3MDNhl4jmbhZFYjHkl4/h3BNtWKg9k5h9Kpcgfbk9LJqCjjpClvg70uYOZw17DijWNIfsGbBfYYNcDdfi09yju+NufS89JKv8m4BFcln984l3i9Pr8WT7Cyhncj2vpJw341XBW0/uzaf5HzbsTvHQkPx6wlI8/6zn8dnn7flb7Xy3FyrWUL1j1iT1s1gf3IRiT4s4THLTYycepylhp1G4Ehpct58spZJtdoqLZUJk59m00Gp2FvpmRz9fMmqUfS120ogzY6e4dw8A3FD/pvvO3+nNPViQ0yaGsqpJQslivpKbrFzKleCEEWaWSJtKj2ixdxnKgczQf61wBc73qY3+I+okjWZfhm0Il37E/5zOeMhmvG0YNZ5UosuNR9N6eo41FEy9QXbslEHTTbvn07N99888GAWTPRr4GzGU5cfKPP5Ez1BABLN6lAy/OmoFOU6ddmrJTreVjcGJFDU76sS7ntoeRyiBxIqF3Cife2Fj7TZnCX9veg5d6H7aDSY1ldtpvDC+fRkQ4sXfEdG3cBe7vCV7fDV7ei3z/BL3DWjsQWpWHTTiSG1QjxuFVFbxWnI2vP1VWIki50XpFNaaaAtBLTjklDr9mGYPWbdRqGtOEcu4ysZzP32q7hYfeLAKywr4Qoy12TiVyEuKnpqXTjEcXfqe4ifYpl1mKkeMt5KenPbuOK2k6RkaNiXPZTH263Xc4tbo/LWpIhs2S6Xn8hfsXhRO+1mJIPvgF3gl+BuMxcDWXdgsu/DKzr1Itye0cyndblQgcS1YqDlZ37BK8Qghl5R3PB6s8iamd7u/TgMk9FZXbOCCYVer5vm6bx7UXnsTknl25bi8IEzA4sPAPp91iaMRBOAdKBUhj0+gpmfHJuVIPylkC14qDXpbPrJssscNriWJw5iGOK5kbUbrzuZP2/x/BL7iicih2H7uaoonn1DJgd5CCRYZMa0z89jzXJ3dnUoQsC6L63iN67C6K+Njd3yPUPvtVm1af2WctAg+5VUzPD8Sb9a4736fIZjQvqy5Xue/m39jG/ON5rUX17Mx5yv8jj2isMEr2Z5/g4qsywxuA222V84PQEzf6QK9mkb/VzJH7P8TRjlOFMc830LLAyXIuwpDZaKqhiC9voRnZM2z0QiDrMePrppzNz5sxGOJSDREI6qSiW0uSR8WmtM1K1rLEsRWyOTDNVqHQmJfyGIVgpN6AoCkOEyWAigENddenHNdLJNa4HQm4fi6BeSyCUOLxQNfZmLUUbPJ9fThJ8OyrNEzDzQ4Fl4/2WJNG0rkGR0CVMtlmk2iBWCFWD3E2UT/wNZcgclOyNFiYA3Rv0Pg3B6rs2OsmFOwvGNtbIAk4Vx/peF8piFIcTZcBvKENmef4Po0+TGqU5QXPTR8mjKm4ZVXHLqIxbSnHcHES09+Bw5bwGTlabzwTASz/DrPku9kas6REWq87htr4hA2YACMEjh90Qm+NoA3zRc6K5phkwtDTY5MWKbnuLSN1npnPl/xu3aRr5hZsPBswC8A2kO4BPxi0dlvX0uJi2NuZmDw8bMANPJvphxYuiajtedzKx8FdO3vQTEwtnHQyYHaRJsEmNAbs2cOLmmZyweSb9d62vVzC7294iBpcur1tQm1V/mjqhWcXV00UnyuJ+9xOsNyI1Fb2kB3LpYWTOzoflozzZTWGYL5eyuNZQoiXzuPYKAMvkWmbpzW8W1F/pyQO263yvj3Keyzq5yfe6m/D0+Uq9pixet9dAoiiptUJ3OmDFKDJn5yOXHoZenIfUVF5wxy5L9kAi6qv8hRde4IwzzuDXX39l0KBB2O3+JVnXX399zA7uIMEoQiGbDIpCiLmG4wv9RwplCTu13abrVZRmCxB1FimUy6AoTcRsllupkJVMUo7kDy30zX4DhXzp/hGncPGk+18UE9pxLBbloy2BBBHnc8k0S98upM5i3Jm62UQfQYdB/uWv7UXz65kFcqJ6DP/U3rJcbxU0s6GaWr93Ipkd/nlCEdEc+oBekkiw/DyRkik6+xzHanDylfzJp/1VZaJ1Eu79onHBail4Z1oFglQ6MlGM5TsZRZlVFOW8zTlj7aWfQYfvDe0Tfnd8wkDniQ1v2Ns5DAycmWWaqdWgxeEL3kjJjfNfafgxtBFO3PADN457GAKzAKQk2zQIZk614mBnUmAJiuSNB1fwvq3OFEJHxeHog9O5BiXM/SSJeF5XHoXt5S1G0+wC163U4Aq7XbSaZm65k6SN66go7wWl+DLN2msruf/5MhTh7zytaJITSgdyfs4lTX5ebnE/7lcmZIZbX44yvxJdBgbOJMZAqsshuOTNOBIVB2/bn0QxzMF/q/3MW/r/fK/zC1LY0MO6XxfpOe8t8vib7WqecP+LFbXamhcokzkxzESD1DSe2voES9K2odhU/mN/JmibW1yPR9Wv/sD+DApKzLS7XnG/x8/SXwc01HkZLYYyTy6JuP1zlBP5QPfXH1M0ybDSTG7Lud3y2M9yWU9U3KhexGHKMNN1sdY0A7jD/SSb5NZ66A5aE2hwZGwbm4IW0E/MUC6le4Cm2VRlIs2NEIIvHC/zifYd32tz+FF6MkCNBl8S6sr/IjThuMv1Dx60X89oZWhjHn69cUn/e/pn+vRmNVLycoZyPA/UGsxtZwff1WbpGzVrS2slMIzyFbHUNLMs+8xaw7fjZnBqxSZWqemcPSKOdgnNm53XWoj6TvbBBx8wY8YM4uPjmTlzpl/aphDiYNCsCThUDArb8QnHuJq/cKlqLvTYnnbNlo7bmVT8lHNN6Eh7y7JSgBVyPZOUI3lMCz/AOst9Q8T5Rq0tQ8aKQ/RBvoeoEdmxEHnCS5C21Xez9tNHKMuFihQYOiNI06wl6lTdpl7Ks9rbITPKkkj0WXV7sQr4jFGGm2rl6U6HZXmiDRsZdGrAp2gYQniCPKUhHLDCkU02K51OsBcjhMYD7uc5ThljKZjfX/RkqVxjug4gpQ1YmT9gv44fnHMiDkYGlvOSmUpp2sqgTlFH2pMomj9rM5POpNCBXeylgirWy81MVSbyqT7dt02o370VoTqHfppmNjfs7Qxf3FG3sxD83nUUPdf8r5E+detiR1Kn4IAZgBC8Megsbv/jtYja+azXJJOMNcHPA4ajWLhnihDumV6eiBvZrBMGgXxdfRc6sR0Y+M7LoF4gNkDlv6EqBbouZ/9dBXyv2sFE6/NbNjDQ0dUy4NAYOKWLN2vuRI/AiEU/8UT/a3RbL/jpSv9tZAJL+5/IswMnkKge57dusjyec2rqDKuO/yGb6ceaZFJEyXSKuS5uNCfKbjztvACAHmoqU+3hA/q/1HzKnNrJHyXuOBzC/3uZVv13tkVoUuPATmL8yVEefWgKXUuZri2NePvprKYnfVjP5rDb3qlewTG2c7mk5ucgSYp1Ipn74iab7ielZHrNHabrAK61H0N8BEYMsaLA+SUz9GBX9KbEYxa2BdiCgue3cKQyolmPyUuuyORG20UcrhzCj87asukAgy8fYQybvPwi53O083y+tL/CceqY2B90A1kn/X///9N+4Bnb3Q3O/HNLyUanTp5DwVaP8XC+0tVPG9aLUbN2k17kW+51e90GCDY0sJ6sFqvM/pI+rH2vDx5VbxfXfOpix+PtDgbOIiDq8sx77rmHBx98kD179rBp0yYKCgp8/zZuDB3sOEjDedz9qqlFbbQlm0Vs40HNXBo3nebLqMoNo6XWjkSet98bcptvtVkMVHqhRvDzjqZAr61omm3aiflDdE9X+OD/4Ll3kS++5hnE4hnwK1kFKIN/RTnsy6CAGUD7GIlvxpJOSgrdax1SrQgMmIXia32mX3DwefVeT+DgwW/g3afgg8c9/z/8jS/1PYu0ZtdXSI4gs8vKGEBKlSVbbkJu+S9y66tI6fksa3VrrYxwZiVtIWNzqNKPI5ThUe1jLOctH/K1aTlvHjEqg2wgQghGKnXf46muv9JJ1JXOh/vdh8LXORyzATF4ru88BJb5MnQGGAZ4QteYvH66dcMHGEGlQgbydm+KuJ2BZavMV7Q3qM65sj0BM/D87wqvhbLKwpm7OdCljqyHfmVYjOdF5iN6b0QZ+D+UnPVhMwSOcf6FD7VvYn9MFpRQhh5hjyfwGmXsRxBw/hLtsK7fE0wJCJiBpyLicdstvtcd99Zl23lL2+31NA7qXTOBc511upOvaB/Qvfpo7nc9F3K/JMNkhNlzfz8VER9DPHHhN4qSZAvTnlBEEjADGKkMJkN05kjl0KB1O+Vuy/3MMsmNNHWFQVcR/r5jHAstdHzGvbZrYnoMgZOwg0WfZi3NNONQMahukt9r8BVIGMOmQE5xXcXO2qBzS+Jb3T/jv4ydDS7RdEvJ2I0VDFy/n7EbK3DL+km5vOsI1o4epxwGeALSW8NUNzUYq7LPACRw+MLXqZCRj4cOVKK+0p1OJ2eddRaKctB1oTmolFXsMnH660YOBRSZ7BE9uc04O9xPyQ/sm/mRREJYl5pP9encxzUMEr1ZIlcHrVdR0GrfJFSZYiAtMTBUH/I6KbTP3sK+4hAD9OK+dP5+FDtyNT9bbSusXBqbm8QYaq1paD6hVYCNbOGpove5LVCLyTCD1xzagIFE8t1Y3c2FK4eymtpAtnew7NjCJraSRiplJhls45XD+Ej/1jIbNJvo3IhaKl2I/X3yRPXomLdZX961P0V6zWjf6881g0tawdBgDbIIZ64jRUmoRr9/Aiw8jvtKTufS1T+SdN35Ubcj3S4oLIau2Qhb7B1+G7P9UG3bge+VmdwmHLxT1dtvXXt36MGukSTN4t5ucxverBjiVtVmmq30vLY65tpn6mtlW6nYUUjPAen0y4nDpjafmLQiFCZxJN/G2rkyivNixoWu2zlaGUmG6BzxPvP1pRTJbUxWxkc8IaNJjf9z1b+02Xstpiw+jfeUU3Gl5nFM3zjiHdbjAKOZVEJV3W/XG3Rw4w7aJ1ICsze2Uc4T2mucr55CL6W76T7GCa/9VAbpfYYLEFm1FSvSGjED+wf9N05Qj2aqchwzdf9J993sQ5e6qZNeOKmUDjRtnzifbiHXnydOYS6L2Si3YMdGH9GDO9TL6UQyN7ofDdu+1FTktu6waQB02AF9Fnhcr0u7MnnnhXyh/xA0RpigNF2mXaQIIfjZ8S5DnKf4VYuIskyy9payLblz2H69AzvOgHL2F9zvcp/d2mm1qamUVdzjfjpo+af6dMapo032iIyNTp1F1Z7vd1G1xkanTu+46Ce/zcaqd9s8zr172OenLdwYmGb2J5fDqy8H9N90Vg/8Fyc6ZzEz7r1GPabWTtRBswsvvJAPP/yQu+++O/zGB4k5/ZWepg6P6XSKOmimV8Vj++MYRu2aye9dBuFOK0dkbKa3vXtsDrYehAuIObDTS3SvTZE2j/6vlQUsl2sZrQxjiRYcNPPOthpr/Y3IlC3I8/6GyCrwC561RLH7+mBTBVdc9z3/2PaTp+Tym2tgd3AArWzmU54/ItA+aKlZeIkRllvUh0+06SzNv4nb1DL/B5BhBq+P0qPR3j9SkkWHsCmVgbodXtrZd5EdX8Pq6jiIW8loRxq/43HyMQuYAXRXcnnBfh8Xu+40LV9MJ/IBYkumt9I9ZIDfDN3pQFk3jNydpSAkRckZfp3XCxTzMpnmoINoxyf25znd5RG0LWMnr9ge4i3tU2rynCxSqyx/97FCSaiGsV/S2zaGLNttMW27rfD3/W7e+Vtdlky8q4qjiuZFvH/+ns0MKF3OCoMrXHJWCXs61/UnhNAg50pP0Ly2TNsM4zP1S+BLgOk19M+uYOEtqc0aOMsXXaNLLY+ASM9LKM5y3hDxQGWNvpHxzgtw4eZl24NcbJsacvstsgQdyTTtZ97UI3NTtUJJqOaKsUkcax8Q0fbGCSMpgk98Q414ADLojMATNAPPYPlO5UrTbY0TaJWyys/nolrW+CZSI6ExMqwa87m4UnqyPierx3Kd+2G/dTo6+6igo4mr9XpZGLLdDk08kXyI0t/S4d6Ojf+z30Ke02NS1Ut0x15bgts1gkQAqanI51+FbYbxgFqFbFcKe7rxBQATPNtmrYZrr0CoGlcoZzXgEzUefZQ8jlPGMEOf7eem6RH22RC2DicwYAbwmT6De+U1LcZN83b3k76/+4o8NstiqqjmC+0HXrDdV+/jzHMoDI9XWVStMTxeJS/E5EAoOhuy8wEet93iKws3umk2JmZln/r9nkBaxo6dbLP1QQ75CXZnMX9dHB9tfYJ23a+hS3o8/TLVZn1mt0SiDpppmsaTTz7J9OnTGTx4cJARwNNPB0d9DxI7rIJKv/NnVO3oVQnw4AzcKMyR9/i0UWT2avJvaL4y214i9EySgkKccNBD5LJRWtvwHuqcynvq33mFD4LW+TprVrX+u7rAC28js1fDNVf4AmctUbervnS1Z6DUPkTlgN9oV9qPfQX58OXtwRtHkEHSUvXeGqOMwssWSkiRQ+B+a22ncEHgpiCSTDPNoifaQSTwa48kcvefg9O+mY0RfM+5IpOhSj+ucT3IXvYHrU9WgzvnrZFov1ujKKvfUMQQlO6itCwL8JPUYzhLO5EPawWkD1eGcZFtCu/ZvuTi+0+IWtOsvuQpLaNstSWS3M5G6SNJPPdTBb2Kl3Hspl+Ju/7CsPt5s9hsXbP5yTGTZaml/Nx7HCcNTWBO1iJuN7jLKQh0oYHD+pkLIMtzTZ+pK4ttrCvT6JfZfGVMr8uPGqVdEcF5CcU8+SfPut/mBpvnO1ugL+NM5/WUUEZnUnjH/hTj1NF8rf3sC2ADPOZ+xTJotl7fzGWue6ISio+Ea22RZ3r2E/moqGho/HTkJh65/XD+9uRvMT2e7ZTzvv1pznXdDMAn2nfcaTMPmrUT/plmRkJp5JrRW8R+MiyabMNoma97xgfpwlxfdZfcS0cR/Fz+Tg+dmdnUmWaHKNYB2wGiF5WiBldtBqN3LDFLX8AUVwTZUTuz/QNm4JkU2mMyJinpiyzPRWRsJktND17fQrhCPYsZ+uwGtxOPg2qcrJYbWSnXW7p0NiVO6eJjrU438Ub1Iv6nf893+q+Us4stbKNrPasBbELwa15SgzTNvLxqe5gr3feSSkfOU0/xLW+oLnlD8AbStgNoG6F2ossNnC8lCA2oYFiuwpyb2h0MnBmIugezbNkyhg3ziJcuX+6vp9FSos9tmT6ih68j0hBOWfkIX3rnGozfW3Ff4nfp0ExVZTlhytm8sx+5IjNk0AzAFW7WN7UYUgphV1fz9cV9PQ/SNM/7JIm2EzQzBlKEqlGRtRyRvgq54OTgQU8EGSQtNtNMJMQ8uyAQzwPIMxiQUgVXNlJ6sg76ifwwezc+KQ1wq2wvkuioJDEpvjtf6Rsts8u8xBPnc9610ouLZclscxL1d2slymoISrfEZ6hRZ3KL3EZvenCScgwOx324B0Q2CPZm2HXfUULuvq38ljvcl9lspf2kOx2INcPJ2ixYXb6VbpumEadHH5Rrq+WZAE7Vwfddx7IqayCDchR6dkgnIWMoNhk+a0ZqGjKvzt1uqOJgfzcVh13hFHU8t7sf9207lH78QWg36nDUSBf16HLGjOpGLoUJhbdk1VaWxqjCZfyecjTuQ3726YM+6X6ddDrxpPYaq2TdpGU5uzjTdT0D3L34XfpPjG6hhNfc/+U4ZSyf6N9xijKOPNmdldvdrCpL5jdnO+iU12AHNi+dSSE9ClObFNGRscoIZuq/U5i7l05lscn67kA78ujCEjw6Tf/WPuZQMYgFchnL5TrK5a6gDA/wrxSowF/nZ4+MLmh2qDKoHkcemgyLgFZD0Z0O9q87hOfZQrxNQe/hCJrceNX9AY/Zbwl6/szTl4Rsu6knktuLJBSUIDMDgOtsf2GrIRCxQ+7mLtff+Ur7ObLGU4shc1Vw4CwE9ma8n0XCSeoxHOoaxAKWhdzOe3+yKt803js/0aYzQGmaoNlyfS0fad/iwsXRyigmqmN9637Uf/MFu3uLHlyonsY6uYnv8LhUrtTX0VWtv4SGTYh6lWQGcoF6Kv2VnuSIDL+gdVEDM81CVVtFRWDyiOEesLhI57Xfqhib5ziYdVZL1Ff8zz9HeAM6SKMQL+IYp4zme31Og9pxDpwBH48EFJCy7kLJXs3wTsEdjqaivUgiDodlrbc3cyUHc8MAOzbfTFM5O+lECjsw12UQqoa8/mJ4aBrI2g6drtU5iWWv9jxIa2nMUr+mZovJLEd9tQ+gfiK2TUEsvjMFhQw6UUJZyO0CHebIudJTTt3MNOS7aSc9neIRykC+0n8Ku/1IBiOEYK++37LcJaERs/+akqj16ryirIGBs0Yoa4wlxs+5QW7mUDkIJy7GidHMkOFnsY0ZdhuBjYZ7bGA2r98+D36D1DxW6ZcAca6hrP/3EcTXI3DmpZHj543afmDb1YqD/Etn41yTCGvAUyucweDScqZ/ei42GXmgpFpx0OvS2VTbvTPMSbxw3UP8ly85Tj2Cpfpq/tDDB81E5yKk2cAzazXbOrmB5tH/cVrptjUBxpJVNzDH29/66m70e45HKRyAfVc5F3X4AtkZRIbqdz3sp5Lf5Z9+gbexhb8Tr9Uwjb8xrXa7ueIlVi6bxoZ93vvLE573t5CbiIR2JPqysiYpR0Yd1M8XXZmJR0MrvrpuuGHUlY2WvewnWbT3XRA/6nO5SJnCAukJDKyU6zlSBAveGyc9AwWv95hkRIeiMXSsGqPUMcuZw9YH3wYtAZ8tg/2bILmNZ/S3OEEezVjh7wK5NUQ2TDwOUx20xqY9SX6ZgSoKV6nncLZyop+782y5iFlVy2qzobv5ZUPnkkkR/p9NqBpcdyXqtl6cX3gXs+N/ZP2nF4G7tr8idfB+3pQt0GE72RbjkJbEKHUICzTroJnUVORzr8L2fkjAN+KxkGX5VJ/OfU1QoqlJjcnOq9nqyYfiWe0d5otPGKh49Ds/0eq+68dtnoBvPyXfV777p1zNJI5s1GOMBCEEh4rgIHssMs16i+6slZuClhvHwWHxGkV4A2fGeABw46cuwMXAXJ35NyUf8IGzeofJ169fz4YNGzjyyCNJSEhAStkiZ8nbIlOViQ0Oms2J+xXun2CqadbdFmOx3CjpRArFmEfhK6iiXO6yHLAabxQr5QZGKoP5Vv/F8r2UhGr0B4/3ZUGctT+Nl3LasSdtS9AMbZwI7wzXWrhQPY17tX8GLa+P9gFASgvNNItFeaaObhrE7UASe42OWwEOc+1dvciOb/7U/YZ8NwnCE3TsR2RZVaPVoQBM13+13CZetI3gc5xwmFqKW2EUZTXTNIvE7bc5GKrUBUCudz/C9e5HomsgMMNOMczeBmTz+u0TYDRQY0/g+65jOHlT+ODtgcDM3FE47cGZHkvTB7C5Qy75eyJz1gOYmz2cakNbi4t0jtwzmcvSpwBwk+uxiNrxDjxlaVfYnk16qU55v23I7EKekkOY1ExBM4fqwESip94kkUAV1ZG5UVrO5Cvw+FfougOjfYBZIDkw8DbPVcnaf4/xBZDdQuXoM19hQyeTTFYLuYlwXKGcxWv6h77Xp6sTI9rPSJrBiV0xnKoUOlJuMZkZCTPlfFLo4DPF+lj/1rdulb7B1CUyVKbZbhlsrmVFJ5IZKiLPRoqUpHpmbYXKOBlVeBGfRWjY8oX2A2MV/6DZTqzdEut7vA0lg05+QTOJ5B/2uwB/nSifw3OA7qZ+7wl0jcsyDVoIVUPPWc0lPVReU26nerhO6uJrcH9wPxjcV9nVBR77mkPve5aWPpc+VOlnqQMH1N6rTX7PFr8Tr2b0INEntgcaQIEs8gXMwNMP/682jUeU3tRIp28StwPtOFY5HIDDxDDf9l9pP3GH7YpGPcaGUCRLGrS/RBKH+Zh0tBjKrzIyB1FfskRxHrz8KujmY6blRQobd+j0Tm949l1rJupe+o4dOxg/fjy9e/fmhBNOoKTE88Vfeuml3HLLLWH2PkhD+Zf7Q/7hfqPB7VRQ6QkYHfEtc0+qQh8yHyV7I0LVmt0JMc0ktd7ISrk+ImHPX/T5HCfCd9K99d0jju7H0adczb4hv/jOhRGrG1RrJF3pZCr8Wl9Sa0vyWhqJwmQQUQ8CO49SU9ldko6+dCz63FPQq+LrnNQA4lYywJHYIiYSGpJptlAu5zX3f33Bs3A8qf0Lt3Tzkz7Xcpu2lLEZbbaZ915TNLaAojGbYODvvpnc+BZ6XkaJIaQbBr9RE2h7rhvuqwHZvH77iJqgxatTmz9zs+Vgfm8ZUrqcbnujMwU6rHgR8a667JtDchXyOtV1D6P5nQtVQ8kqQBk6h7Lx89FtIFeNZs7SJBYVVeLWGjvfr2E4sIfV6DxWOTzyLBPvTL4X6f38OugmfQpvINlIQOCtyp7I3OzhgCdL8IM+p7Cmk7+DakTtWiAQpIm6az6JBMYph0W0rxFjX25fBxeddnqexwkxuNcZXeSNQbAb3I/wpPtf1Ej/iS5jkGd/QKaZmfamFUvivmyU53p9n4uhSrR2dv8F1ID7qL2Kv/bsyyu2B/0Wu00yU6sIvgd7aWo9My/dRa7fax1Jqe6ZuPILhIVweA7UtPMiNRWKuvPq17+x5NPXeenrq9CLu4OZpIQrgdzCE+r/QZqIk5RjQpeR7rGY2FVrLDPgPzU6aTcSb2ifBC37VfcEgv6Uq33X7AnKUb6Ehnylqy+gvVAup0CP7jnYVEgp+U3/o8Ht7JTmQe1f5cKoSoeFqkFlimXADEDNXsu17a+K+hjbGlFnmt10003Y7XYKCwvp16/uIX7WWWdx8803849//COmB3gQfx53v0oxpY3WvoJo9oF+5zADtFX6Bk8argUJxFFFDRtkIakR6Dl1I4cJyuE8ZbuDd7UvLLfbqm8PqktvrWyT5ewzZkk1EKPuUUuiMUoBTV1Xv7gNef8EhMFJbYB6Wszfuz5Ecg1YUU0N17sf4WnbXRHv85D7RZbIVZbrYzFgainkiAwWyRUxaSs5hkHsWKIIhZftDzHVQkw5jVTOVI/nbe1z08GIMcMuUk0zxeFE/9tJ8MjXIL3lMZLLl74f08/Wmjm6aB5xrkpqfBlikpd7LeeU+F+x33BJ2P2NemkOezzTOs3l5z7jOX5oAsNy7X5lGFGXIhN8n9SBw3DRJ6eCxTd3brFlHp1I5lb1Mm7R6jTdDhH9magcyS72UEkVd6hXcLXr/ohKbIyyB15Ns7ntx6F/dxNIk8F4yhZkVQJyaz62sjSGri1lgzaUXeh457mFrnFoyRJDWa1F1k8IuYlQHKsczjeGDP1/2O7yub5FgzHwtqNTNVnb2rEjtYpiSrlVuZS/6/+Ous1IuM/9LJ1I4VLb6b5lSYYJtMqATLNdemSZZgnE+X2mWKIIJXY6RbXMss3mrw+9xUur14PbRrY9hal9Unk08QZsqPzD/Qbr8GSk/hHwHAuXfddcz6s80SWoVv0F7V0eUm6k0Ji902MJWDg8L5XBlQOe+9UryJL+vAd84qpEcCK61bVlr+La/IHm61oQyaIDE5Qj/K5nP/IWB58nxYmY/CBHz6gBIfg1dyTujntRi/I5fPf3fN7xB0amX8q4fvHE19NZMhTbZTlPa28GLV8p17NK38Cfel3/crji/x1MVSeyxO1Z/5k+g1uU8M/Cpma93MwG6m8e42W3YeIgk86kiVSWybWAJ5jejWw2E9k931I+JKEcxr6LllbCTNci1sdtpqcS2rCvLRN10GzGjBlMnz6d3Fz/aH+vXr3YvDnycoCD1I8p6nG8oP2n0dpvCdlUGSI1pDjMSrmeqcK6VMA4O7ZIDz+g3cxWXtc/Zrd7LyrWqaenu69jkNabBXENs25vCfyqLzAVU60vOS02aNYIARpT11UFlo1HjJzmc1Lr3wJMACA2rlxfuiMviXtS+1fI9W1F0wzqF0ywojPNpyUZjhPVo7lMP4PXtY9JoQO9RHfmy6UA3GS7iJttl/AP+11MqLnItCzAm2G3CdgEwPywae5KUiX6g5Ng9Sh6bz6C75aU0eHac6I+9rZqBJAAFKhvMy13LFevH4hbCq5eN4iXS5WoNM3cQmXi1PdYWjMQiuHp2VVse9TmF9TKEmnRH7yFO/WarY4mL/PQpR5xQKKbyGGMOtyvpOkUdXyQK+Mp6nhmuRdE9P5e2QM9q4C5g0FfU2YeMANP6ddLngGjGzArspGKyvZ26Wzs0MU8YJa8hR6j76RLxZaITDcCOUaM5m7dMwE+XAzgItuUiPYLxDgBWpZWxSFLs1jevwwNjXjRuM+BZXKN32ujaH1gcL84QlHucBO6DcWOzWd2Fcm2kegWvaK+g9d0MoV8/hFfNzH8jP0eTnJ5StjWSf/x22qDIYUZzWX+NFjpQ2DXdW6tYcEGWedLrTic6PefQMq6cexyVxJvU6ju9Zu1Pu/ObCjp73tZY3JdXXH0N3zX7j2KkjOg95/kxkdWAtfcjFNGWwbNvOeJdSPAaYfpV8HursjPHuM3VyUCcNeeCw34Vd4FQnAqLhLtLrY92j6mgbM/9BUc7jzLdN0+KhjmnOy3LNCQaYpyHPfyTwA+06Zzi63lBc0W6qGNGSLFmGGbKzK51vYXLnLdAYAbjettF3C/+znLzEojxsnNzF3lFCdmwycPQFVnmHGTZyN7FR88+DX3Jl4Wk+NvjUQdNKuoqCAxMfhmsnPnTuLi2s5gqKVyu3q5ZdAsiYQgrYZoaQnOdplhOugr9fV0FinBmlImLJDLSCLR0snPyCf6dPqSF3Kblip4Hy2LIxB1jpRUOsasDDLWRFpWGCmJJBCXup8dRuFMAHQY9KPftv1EyygliyagOUj09s1UGVnJurD7tieJvVq1RyOjLBcqUmDoDJ9DnBdVtB1NhHBuv9HQJYKS8+bkBfv93G67gjRSiCeOzbKYeBFHpiEoO0Tpy69awwcS/qLns7gYB52HH1fPtvxdImNNY7Yfrm1VqFQ6s3EbLs9oNc02d8hlaXrdbH2lC35Y4+akQXUTaP1EPg7sOHExUgxivoyg0x8oMFyLI3sDeZ2GWezUOChCIYmEiAYPQ0TfoIBAikm55oRaHZ16YZYFEwW9d6xjv+pgVQcL5+/dXdhfNphf+2Yh+yzyBQrCueSBpx/5vPaO7/XUemiZeck29OWKuu7j/GnDeOdsT7D9Ee2lercLdZ+FHdkgBXQq9gsMvqJ9wKO2m3wGAMa+bYX07yevNwRbQpGndGnQMYfDgSPioFnEQt8GVrGB3XKv7/d9jDIKBYGOZBd7mKUv8OnBrdTXh2zL7JpoCsYow4OWrZUFAKwLEEU/NK4XiwZ8hwI4CaNHlFoMWSt9gbO42oCRNyidl7Of9yf8k0q1AtjkcwlvDQT2RXWno9YgwVZnkDDgN2RZF+TuunuKWeDQKBJf6YIb1k3jlf4nRVyhtEJfxxPuf7GXfSzX11FJFb1Fd3JFFiD5xGDmEAlGzVXwlGh6+7F/yJVUyqoWNz6Zroc3UIqWLJHO2eqJ5IgMJjgvAuAW9/8xhD78yZrQO9findzcBrCmE+gB4ydXAo+tmUOx8jMP2W+kc+9hCFvLdpCNNVF/2rFjx/LOO+/w8MMPAx5nCF3XefLJJznmmGNifoAH8Sdd6UQy7dltEMKMJS3hQZBFaPH0VXIDAN3IZZnFzcDr+rRcrqUrWaxiQ0TvvZrQs2stVfA+WqIJmt2hXs4c/Q9my0Wm62OZbRNrYq2fNUD0YqR9EC/UltuECg61BOdM8Ajn2rDhjqCTbeaqCv76MVb8VzzP8S/oQWWr+v0Tgs5NWyHa336ogV5g568lYtSS7C5ygtafpIxrcCa0mej5O/8eQ43e+jN8Y4kvQyzdP/slwVVJzr7IRYa77S1iUOlylhkCZ+e+VUXp4zZfBkGaSOVD+z9ZoC9jkOjDOe6bwrZrLEs0/t7dGYW4ld+xNXHGqbDQgAuki5IVpOtq9ty3U7+sQr0qHhZOgmGfwapBUNEXoszwX9upG8ee/XnIbcoW3QGLAFs1TLmXsVvn8ccfL7OvakBIl7zL1bP4p/aWr50pSv2DZnmiq+/Zs6bvLg5/IJc0UiljJ0BIp/RQmEokEGyi8IE2jctsZwD+5ZmBk6ib2RrR+16unBn1sUZDPA72RyGbcZwYywxpbbpjxjJ9DWNVT2BMFSqZpPuMty513s3auBkIIfhE/y5kOx2V5inP7CW6By0rYyebta1BgUQr6YSLlanYUPmX/pFvmed+dRWipAvZyzrT1zkfzabwa+5IhqVlcWh2O14xfDcjxeDYfKAmwNgXtTRIuPMUREkuatJ6tArP9sLtRAE0m+H+ZHRXtFfxZpf7OV9mBTmvejaVrJTrKZe7yBbpVFDFaOcZQdvNk3+C/DPqz9Wb7nQ20cAeIvqxTK5FIlkjCxgm+pvs3TzskxXM1s3HUg3BKxs0VhlBP5HvGyfrQtbP1tuivPmLK2czakk1MIv9hwym3ewvDqjAWdSf9Mknn2T8+PEsXLgQp9PJ7bffzooVK9i5cydz5jTM0fEgkZEl0tktg4NmDc0yA8ih+QMg3cJkXJSzi1K5g25KNst086BZHHb240nnjTRgFgnNlZIea+JEXMQ30mLKPNbiFtu31NJMiH3QbIFcSpncgaJqyFqXUfP3TSCThpdFxgJVqGSTTmEE2gZ7LILxkcxq793VEUoC7x+eslVGTqt91TIdIutLNEGzcAO9brbIRLpbMkcow1BQTEu/I9brsRA9P6bI2lziQCQwQ8xLlT2Rre2zIs40s0mNl3+4izHnfuVbVq3BrA0ax/Wru16PV4/iePUoXNLFKG0Ii+SKsIF4b1liQlaxn2zCarmxURwIQ2EMcqkotCOJccphfK77i1r3Et1oT5LfshFiUFB7HUT0Quh6VTw8+D318OAKIIogmzse/aOn+N1dTbXN5HkY4JJnDJiNFkPorgQHxyM+SmGnl+jGKrmBDb12I4XkOttfuM/9LEC9AmaAZelvoBvve9qXvqCZsTwzsK+8NcLyzClK/bJdI8WsvyKw7qodpxzBSm0dRVhr6wXed3/RF/iCZgDHKCN5T/dc+1so4Wd9Hvup5Cd9XshjbS4jACGEL+vVi47kVvcTEbfxov1+ftB/8wuaQW3gLHcTxbmbKPZdo/NZhCf+bGSyemz9PkAzkCXSOF+ZzH/0L6wNEh79GqnHoQEOdzVOWzzS5jBUqVejHP8cR+z7li0dMyhMyfZlqS7Slwc5rwI8r73L7e4nAbhcPZMFMSpL9FJAkWkmWX8l31fCu0KuYxgtI2hWISsZ4ZwS8nr1Euq6N8Mo73G77XIudt0JeFxI64Nf2W5tRmK+Mp9Rz9ZNgOt/LEXfWIjaO3SFVlsi6if3wIEDWbt2LWPGjGHy5MlUVFQwZcoUFi9eTH5+y9Dwaes0lhApQF/R/D/+HCX8QPQf7jdCDlh3hLDKNqMbkQ1YmyslPdb8z/ESgyO0jF6pr2e+vtRyfUvONOuv9Ip5m5vYSjdCDyTyRG6zG2oYiTSwGUlQ4xJxOn3oEbT8nY4vomYFlnH6l60qEWZ7tBbyhUV5lBlhBnqR3oNaMnZhJwvz8vrAQIQlAW6DCa5KDiuO/cxsa6fb3iIGly4PWl4f98z8PYV+bSXa4ch88zJqu7Az0/Ef7lfrjCGkpqKX9EBZOpKjvpYcNQ2UP0eiF+chNTVIK/RC5+0cUXMWJzuvZIUevvQ7Fqx2fMdq+3QW2T+nPG4+RXGzeMp+e9B2/UVPhBAMEX0BOEwMMy3Li1YIXXc6YPqVNDxgVj+qbfF0rNwZvMJWbemSN90RLMYdLd7z6IzTuf7R6dxuu9wj5t4QAh1JvQSYHcyVi7nUebdnYG0oz9wvK/mvNo2pzmtZpC/3E9QOhaI07nfXTgTfI0M9kW/XnqBLmP6XRHKUGOl7/Yj2EuNq/sIRNWdxuetvTFTG+m3/mPsVznTdEPZY25sca1Nh9iz5Skamu9qFLBSh8IP+W0Tb604HrBhF5ux85NLDfPe0kUrryTQDeN3xKO/an6rLIDKiuPycE51mwXXi0TNLmHOSk8KxW/ycv71ZTUaklLzg9mSd604HG1d0o/LPUegrDkd3OhhjkpkWLS7cpNYc6m8AgSfTzMtlrnuokOHL8puCr/WZbJaRZbVGmxyWbogLnKOexPHKkUCwfmM0KA4nyoDfUIbMQhnwG0W9NPRD6gKQyvDBKHlR9IHbAFFnmhUWFtKlSxfuuece03Vdux5YJ7A5SGtEMdIx6iGN1nakRKIT9Kz2Nver18XsPScoR/C6/nHY7dpKeeZ8fSkrXKvJK9DZ3ENBs1kHM5bLtSFnhFty0OwIcQgf2J9hjdzIP9xvxMwxNNB9K5CogilNQK7IrFeKdiod2RkQgH5DBluBA3wrfkJe+wuUdoOyHNOy1VBGG62RTNGZUWIIv0dSWmCh8eQd6KUrLSMzsaEMUHqxVQ/O3IgnzmcTH4pAt8HrtlTScfxz9T4eqWnI7Y2sadZI7YdqOw74Rexjbcp2CjvkgICue7bSa9debKe/GFXbcarN19a21C4c0zcupLizEIJBSm/QgstpA8WjZXIh7Y64n30dOyE7b0dkbGaNWuC5H0lwul1Md7xR/5MUIR2UdkHZMVkyDRUFrTYtIQ6HL6Dzgf0ZvtZ/ttT0sgkbHWgX8jftzYgxLYlqBvYkpvqXV6HDHZNNxdE/tj9HnGi4MdRk9Vj+q3syjT89ZTV36Wu5RD2dv7mfqXebVqW/ZmYH7+lfMlobymR1vG/ZTnb7BLNXuTZQRXj5gKbIrLJ6j8DMKi86krlySdh2vaYtXn6TiwFYpK0gXnFwpnI8H+nfAljKcATSsRndnjuRwg52h93uX/ZH2Sf304F2XOb2jFmPUDxjnHX6prD7604HPPQNujvBL0/fkbORXjflNVf8u94cKgbXZRCtGg0fPADEge5fah7vqgw2GFGrLIPrb2ufc5wyhjSRynAxgO/0X1moL6OQYt+973vDvc9ud3PGA7+wWd3KFuoCXoeKQRymDONd7X9+kiDhstTH1pzNP+1/Q5Ma3ZUcxiojSKGDr43rXY/wb8djkZ2kRuR7rfGq8ToHJNOcp57Ct/osy+2lpiJKutB5RTalmQLSSsKaxbhsktJZz5O/HhCg9so7oEozoR5Bsx49elBSUkJ6ur/u1I4dO+jRoweaFpk7z0HqT2NmmnUVzZ/tkB5hUHBfBAMwL+Gchn6Uc+lIO/aEabOtZJq9XP0u08ZXMGyxxuJhKif+mBQUOPOWWYUroWjJ5ZlCCE5TJwCe39Vf3Q/GpN1SdmJDxY35/a63CM7Eak7CzUZbMUE5gg/1b3yvvaLBVghVo0tWJUVZ5joramvrZUbA6eokfneHD5qFG+h1bgF6krHgbvVKftB/CyrRrKAy5DVjxOg2mDrsZuLtJzbW4bZ6htX+89C79l/924qUw5TarQMyKIPEo3d3pXhaXcZSoO7Ur/pCtslyP0OJpkIVKp1JYTs7AOgjeviMSvKULlyvXBBy/2Q6+AXNVFQ0w+9bIulCJpsLujZRwEwnL+5jNtaYu88BfkLeoEBxf19pppfr1Qs4WR0XkyM6STna7/Uo5xkUOWbxtfiZeREEfKzw3iOsJBKMvKD9h3PVk3yvjZquG+WWiN7vb+pfoz/IKLEKRJ3DybxN/TUdQwUF/6V/xHT7G76gWaREnDncCOQqGazVQ3/v8cRxvnIKQghmaHXC691qtTg3GXTsThBH8Y00cZcsGAru4Ou2ZmseBTslvUPLL7c4uolseohcChxF6PHVYKIrmT7iMQbbv6KiqhsbxFA0RWVHrzLov8DaeRQ4z3ULRyujeNX+MOe5bqlbYVIO6nLZuG791yh9/DPEnrDfxj5ZwXMGIxLw3Ed70Y11mEsObGcH57jqdDbftz/NDbYLecD9POAJnF+tn8MIJbjMvimJNMssHO1ICtI+DEymOUUZjxWeia5XkCX9KTUuD3g2m7FS3Uyf/hPqddxtgahHMFJK07Kj/fv3Ex8fW/2gg5jTmFksWaL5nwKKUHBEILJbHsFME0A6ndgXv4QVjm8stymQRWEDZtB2NM3SCjwBM4BhizW6FQRrEPUIU4LoJZxxQ0thjInmQkMINfjvbSJW25zUNxvwOvUvfq9DBcy8ZIVwv62veHZL5sSAQWEohKqhZBWgDJyDMmg2SvZGXwelg2i+mftYMlodxpXq2UHLK6iql45VW7nntjU6ivaezNGAUrk4VyXxrhAlIV7dqVp0dMbUnI2U9VErbjjG7NdoHQkDM8+fV+/1yxZy4SZfdDMviQIwBJbtrkpPFliDUKjoGM091gnVdk82CPCY7Waq45fzpEnZan2xCzvzJl7se62hsUSuZmbcf6iOX85z6t8iakcgfGXA+vIj0JeN8ZXKASSEMJZYIzfyhfajzwwiMHs6HAoKV9nOiWqf+tBJJJsuLxbbIzayqA8/6fOCJrTCTXDVR9MvVvSJQEYmR2T4xqpGg6NckUmlrGKdrAvAXGE7i1FiSHAjPZaALfi67Z/rJq9T65sAFEIw1WvsYXZPsldResr3/DRZYe6U7ZQO3MGO3jvB7n9fMrsO9ap45iyzMeXHO/3KWDvkbsIm/PdXlCq6FpfB8lG+ew/AOOcFTHZdbXrsVgEzM553v8udtivJNoxNvtFMgqJNTCRaZpEQaFQDkBMwdncIO7MdH5g3sDPb5xLrR8Cz2QwrHfEDhYgzzW6++WbAc9Hde++9JCbWzSZqmsbvv//O0KFDY36ABwnmZGUctxFe9LI+zkQZtQ4czU0C8WGtt8ukiT6HCRVUIqUkX+nKUNGPJdJECyNCzG5WrZHxPc9kyyG/0eWPHSw+RGVzj+AOQA6ZlLIzbEljeiNmPsaSPNHF75qINOulPnQXuY3Sbn2pb9BshDqIV+SDXOW+P6LtU+hAXAiR6kiC4a2NHiLX59bbEOzRJ363WKaqE3lZex/AzxhgjQyfFRJIkjCxvT9IiyCBOParlX7ltIcX/o6OjV/iToafbgQZcM3XliN3ItlXYrVFK2PM5rs4vnwq1xXtJk4P3W+JtiRWEyprU/JMS0+vsJ3ly0iwKsW0Ill08Ct7T1U60k/P9yvXVlHqSqLWHgql2VDUD+yV9KtaSE1NJzYl9mFUx3+iqG5mKedA0n7oWA6f3BuQpVENHUphr/XE6fbSKVF8Agd88CR2u5vXHprPWWrjZBDkFaZwzT+H8OKNnvPyqf4dx6ijgFp3twgQmg35wsuWRipVao3Fnh4ucd9Fe5LqJdEwWPTBIRr/2WUVNJsnl5BJZ0ooC1p3nBjDDDnbZK/QGLPGn9He9JUoAzyq3sw92tMh928uIwCAiWIsL/N+yG2MFRBbDUEzDTe3uZ/0MzFJFclMVSf6MsbbkcjfbXdyFfeh33cCyrphZO4qJyv5GK7LmMiZ2X2xqa1Tn/V0dRJ/1/5tKvROr4We5Wbl5GoN+pVXQVohvPgalAdqmOvUoGCU+k/vsJvyfR3QpOdcddm1iQd/e5qnD72C5dNrXbYD3HtDOYxHyly5mBfc73KT7SJuqzUiWC03RnuqYoqUMmLDkXC0E4l+zx0HdtNkmgGil7kxU2oxZK0MDpwFaEKaMVtbSBvsxkdMxL30xYs9NfBSSpYtW4bDUTcwcjgcDBkyhFtvvTWqN581axZPPfUUixYtoqSkhM8//5xTTz3Vt/6iiy7i7bff9ttn4sSJfPddaCvktk53JYcMOvlKCqwIF3Qyw94EHYNIyBZp7DFxCIU6V5GNsjCitiqoYgvb6EoWT9pv5zrnQ6wh+sEbYGpv3BqZGHc0cvZClmz4nlNz7kSzBT+QZrEgorbSWkigNRw2YeMYZRTf6Z7SwcYKmIHHCKAlUZ/Mt1vUSwG4UJ3CX90Pmjoigkf3Q1k3jNydpaSK9mxKyUHvtcw0lT8+Gte3VoIQgn4inwWyYc5QLck4oqEcLoaRRRollKGj+4LV+6jgEDGAP+SKiNuKtQPuQWJHCh3ZT6VfOe3MATbk86/CNmNwoxrOegAytvoGQDvYTTLt2aVVIp9/jQXb+rIAeMJdzep/j6Wd1nA3cAC3UJkw9X2Wp2cAThJsTrY/1t4XOLtRvYjF+kp2yj2mGZKhP7//JFoyHckVmX5BsxVynae/5tiB7DcP+UPduVnFab7tZnMC3HscSlJdn1fv+zvMOwk292FwyQpE51K2Z9jZ9ue1UFGbEeCqBhSw1//e6nLZSNt0LLZ+jRe4v+X/hvPGlSuoSnDzP+0H/mm7B5uwsTbCQLq2MzMix8zGoE8TyS1YSZPso4Ip4jjelp8HrTtCDOMH6SmHN+rzhcOYNR44VohE+qQ5M816KuGrbYzfmTHD5w7334OSCVLowCXq6fykz2WNLOAe29Wcr07GiZOHeYmyAb8zRpnIG/ZrmiR42pgMEX0ZKHqxXK7z9NEGmBgimDlsanHw0pugVINu9kwOnnjfvjfZ7/WWlO6006pYbnR9Nrj3hnMY9wbOvH3OzF3llHRI92llGgNrXjdVGzbcuFkm11qdkiZhG+X1GpObEWi80Ft0xyaC790JIp4eIpcNstBPF84jFXJV1JpmAPOJrQNqayPiJ+TPP/8MwMUXX8yzzz5Lhw4Nz7ipqKhgyJAhXHLJJUyZYj47NmnSJN58s04PIy7OOgX7QOIR281c7g42YzASiRNeS6WvyGeVxcyAo3YAtkYW0J1cNhHeKexr7Wf+ajuXI5VD+TP+K4bUnFyvrIfG1JNraoTNxrA+xzOx5ju+kD+G38GCTq1I5+145Shf0KwxSW9hgcR80TWqDnU8cVxdW47iwh0yYOYVyi0EfGFs+/V+s4d17bbNAMhwZSALtPp3Jhqz9KY5UITCheoU/k97FfDPeo4mYAaeTL6DtEyS6eAn5Ax4AhjbAoMb8ZBYg5Lt/0zfzT5kSU/Y1te3rMYWz1Fnfszv/52MTTZ8YmNlSk+Wpw/wva5ywxd/VnPWoZ4MxngRx4eOZ+vVdnZASUyK6BA0sbaN8rqsHNNz40XAvKkw/l3Ak3HBqy/6zs1SToA9QKBRnb3h99RQbqmxIqnSzrG/9OCrSesoZxez9IWMU0db9vOCCGOkEgn1NQLq0VC3zwhJD6Hrl690w2ye7w+5kkw6U0wpDhwRmRqE4/+018Ju06EZNc0i0dHtL3r6/i6Xu3x/m1XfJIsOtBOJ/M/xst/yK2xnc4UtukB6S0cIwY+Od8ioOcx6ox5LQNSANBlvmwbMImNI6XIOK17E4NLlLPUGzuwGg4EwDuOkbbE0Z7DS45K1fdd1chNr9QJ6K02rNyyl5Gb3477M+8agv+gVYl1PNsjCoHiAUDXI3UR57qaodLqqqSGpeghxOFgV9y0ZzaBF2pxEXZT95ptvxiRgBnD88cfzyCOPcNppp1luExcXR2Zmpu9fSkrbyPRpKGOV4TFvsyUN23rSzXKd8Th7ieDtMgm+iN/Q/B3/TlOOq9dxNaZzaXNxqOpvnR2pEQN43BVbSnZiJAxQrB8usaSlnRO7sNMrxDUVyBO223wlnRWhyg4thHJ9s4cBtKN53eMaiylq/e4nXtqiQcLfbFej1H6uSFwzzeglujMgRIfwIM3LUNE3aJlsVwbJAVngag3kLjdvpCi4jcKU7mzuEJtg6RJDwMzLN6tik2XczzAwB08memeC+6i+339qMWRayUNIGP1p3cud2X7BxJiguOD0++CvF/PAhZv4dcouvrjEwbZH24d0S40Vk7/r4/v7BNdlrNTXs1CPbLJBqBri2ivhhvPh/Nvpe94rcP1fEGGEq0PdW09WxnGJcnrY9+6vBJaiNQ7JIXQt9+vmz+HFcqXvWV1N6BLVWNKxGbUmE0Q8yWHcO4coddfOLrnXcjuBCNtWW6OjaM/HdmtHasXhhL+dBGa/J1NtxnA46TruEjJOvYTL3rKRdNwjdD7kSTjiDRj3IlnzuqEvPAq5YAIkm2SMGgPjVn3O4r6031nXV9CdDvQVh+P6cwz6isPRnQ7+7v43D7te5NsG6JuVyh286v4vG/TQlU6a1Hjb/TnPa+82asAM4Hz1FMt1fSPQ/4sWDY1KYpMJ3tpo8SIqM2fOJD09nZSUFMaNG8cjjzxCp07WWRw1NTXU1NRd6Hv3Wt8sWzPdRI6vTDEQbzoqYF7PbIGNxp1pjIYcJQOrwzamuAohgk5CR9qzjXK/ZcvlWsrkTl+m2K3qJb4siEhpTxLxou1lOvYXdR3CY8Xh3Gm/konOS9DQSCKBriKballDgUlGX6DNcUunf8AgpzFoSdeRkROVY1ht4TgVeC8x6gXuCxU08wrlBnZiamcPA9ttTsetxmSsGEE3kVNvd6SENhhMtAkbz9ru4Tr3wwBcoJzGBlnIHLko4jamKhPbVNlqW+MC9VTedX/he607HfDo13X3A1cN2OM8pT0Pf4k48z60zG3+ZSBDfoD/3YFxDndg6XK67Q2fQR4JU9Z9yy1H3w9K3X35iZNi8xzvE5C1kCMyQmYZC1WD665EbuuOWNef/pt2ghSszMhDHvUJSlIlI/VhrNjupnJ7EnGJq6msDBM40zUcugunLUwGSEoRXH8hSkI1mXTmjriBPqfQpmL8rB4kkuAbcB3iPDWq/Y2OmX+zTeYC97th9wmVXT1eOYxiWWq53ktT9BsAOoWQ//hTrCROBusUl1DGCDGI390r0Eu7klM2ELl3JduSO6P3XhzS8dCLV0fKVpbG6C1/Mi93CO60cstyLYGIanK1MThCDGeanGm5/jAxDF3qKEJhVwjjh2zSW9wkZ1NwsjqO++S1TNd+9Ssn96IkVaI/NCmoDJLORbAjB7Zno067Cm1fbVBGSoMzrwt/4SsHW356gR6jT2D28tfR9vtfTwG5yh46FsIJL0HaVv/foVWfM3s1+1LXIcBck81exVve6gcNvuctxqrRm4Nd63qQL/Wf6CFyWe6YZnkPfUl7n9vc4bXHzRjBQJKVDvyg+5fOGkssAXLJ5HR1IhOUIyzb6q/0NM1QjQTvfUGUZZK1t9TvntKZVGwtP4QUc1r0J540aRJTpkyhR48ebNiwgbvvvpvjjz+euXPnoqrmP9THH3+cBx98sImPtOkRQpBIAhUm0V67IWgWF0W6tqMF6Q2F0g4zajHM0IMFUK2ckRZpy5hkOwqAdkoSg0UflsrInUDaip5ZIMbZ8ngRxxhlOBXx/g/Ro2vOp0AGD2IGNFFnMlakio4kkRg6e6qBhBLCb05Ot03iH843TNdJYDTDmIdHu3KBvtS3rlpa3z8UhxP9vhN4f9MPfFL2FAvlMoqSM3wP1sCgfnIbMdIIRAjBz453ya8ZX6+y+JQ2OtN9nDoWr95yGTv4Me5tNupbOMR5alBWRGCHEOD0KIXZD9K0ZCsBZVKBWQB2Y3AqAe2jpwD/UholoRr9/gmkzDub09ZN5YzlHzO0ehW2SUdav7HLDcXbIScDbKG7se2AgpJ7eKfvFFZ2G8lTUxLITI3NPfpQMYhcMiliG8/b7gXC9xOEqiFyNkDOBrw5Z4LZngkGTWXeC9f4SpQqdc0QS6xmSP69FMb3ZteKy+saVFScSgTBr125iP1pkLCFU9UJTR4wA0iqsnORehovxSDz4jd9MR1pzx7MtW9DIfBIBZyijuc+V+jSXAXR7Jpm4DFRsWMLCpq5cNNB6+DTgvKbtgkQWTfDqCPlBmYbgh9WJW8daN8svx8j56gnM80903TdLeol/MV1K9P12bxufzRkppnXjORA5G7bVdxtu4qrnPfxlv5Z0HqP5tnvbAMEG+qqfLIKkDZ3XcAMDAEzMFOKlySybvq7aB0jLHXe0xWRvQkRoFXo7XOG1DQz02QzaKcBnOW6kXXKjKiMhqSUfKn/5HkLWcQc+QdHikNNtzULmJn1ccz4p+Nv3OX6u9+yfiKfbbKMXdT9lm+wXch1tr8E7u7HSDE45HorjPcFCXWlsLX3lHiHg9RWJM0TK1p00Ozss+tqyQcNGsTgwYPJz89n5syZjB8/3nSfu+66y+f0CZ5Msy5dmkaPoKlJpoNp0Mx4UUaT9ZLYgrIdwpVBptDB7+ZhpAxzV80r3fezXJ1Ge+HJdpmsHMtSLfKgWTotS6eqIXysfcvv+p8UyCI+sj3rm/0NFJgEz4PCbDlE7zbWErhPvYY7tKcarf2WdB0ZGSr6EU+cZQlHvKGj87tc6pulrbLY/lAxmAVyKYrDyeGD3EzmIdrXDAOsNRK8115bJFukc4QYzmy5MOp9W4uZRrR0JcvnWLey9h6Sp3RhpeNb8pzjfNuNYBAn2o7mwVoXQ4DeosfB0swWTnJgiZZVFkAggeLtqs6+9DWcE7+T4V0GYZPBJZVGonXPtAmVSSndGJrqILld7Lq9CSKeP+L+xxZZ4stGikbjRXc6/N3rUrb5a/r4BcPi+fNIN/R4Hx46P/w5DsRQ4tScz+2nbHdgw8Zz2ju+ZUkWE8CheFP/NGp3eC8SWOr4imyRzjYZ7EhppBs5TZaJFCpzv1iWWpoXzS0vM9eCCggUmBKoI2UMfliYLKSZlCA3NSerx2AwwPTDiYtP9OkAXOq6m5oQAux32K5ojMNrVVxgO5W3nMFBs5BYaQyGoDjSgBlAxgZTrUKpqbC9G/qm/lRU7EVqGqSW+btuulWgGowaukbtNGAnu/mL6zY+c7wY9B7val/wg/Yb/ZV8zlNP8ZU/B7rXfqpN50glOGi2TwZrJ2bSmUPFIL6SP4f96D9pc4PGXDeqF/EP7Q2/AHA/Eb5sPF/pylDRjyXSShbAAit9udp7SlGf+cyXSxklhkTXbiunRQfNAsnLy6Nz586sX7/eMmgWFxd3wJgFpItOpha2xkFxNMKnLal0ynuTsiKDzpZBM4CuZFOI/w13O+U86H6ev9vvBOAm9SIe1oJvmFa0pUyz/2hfMr1WEL9ElNFP5LFIrmCj3MIeuY+OBm2NYkqDZnN7kMsZ6vFMqac2XHNykW1KowbNWmo2lRCCLNJMy2wBaoTLV0u5m70slMsZKQabZqq+qj7Mz3IeC6QnI61SVmFX0ukjeoQ02GhOx62m4HR1IrPd0QfNMkx0GNsCXmfR+XIpm+VWKmQlSSKRbCWdU5Rxvlnb/mo+pyuTeJC6oNnB0syWT6AWkDELoOvmnWye9SqS2v6Y1EHUhtMNARy9IhEe/ho3cUwABpY6+f7Tc2JiAgAe98xjp77Pilr3zDjVSdnjsdPw6iDa+QV3Q2Ul2VB9gQ/TEiJbFWSurtMy07W6wFntoM94jruVbafsl3vYX9U/4I2q4Iq/wo4sOpeMpDxxE3QqQWoqGWpHDhfDYvHR64UqVP7PdivxxLFALiMeB6PEEB7Qng+/s4H6Bsy8vOf+ijsdV7BUrg653RAT3b7GIpS2VijnvdWps+mX42LV1oDgXkCgwJTA4IexzM7CZCGLtNBtNgFxwmEpP7NEqwsQ7DepKnjd9igllFEgi7gqSsfctsjhyiH0I49VBJty9KIb69gctNzjwOgpNeeNh6Eics1cwKOvqOtg9nzovAGuuSxY1F9Tkc+9Cts9v1W/miKzyZr2JTDpJVDdsDcFVo1CN5R7fqP/whJ9FUMV/+DQT9pcPtSngQ7HK0f6xqMr9fV+232l/cSz9r8FfbStcpvf66nKRO63XcvlruBtzbhP889+vVm9mPPUk3lb+5y11PWv+yuRVfpMVSeyxB1l0MwqKFp7TzlbOYlOJEfXZhugVQXNioqK2LFjB1lZWc19KC2CHJHOYrkyZu0F2qc3J+HcccK58A0QPSmUwQ/7/2rTeMJ2G6pQSVQSOFc5mff1ryI6prbknNlf5DMdT9Bslb6Bw5RhLNJWIJF8pf/E+epk37aBDwqAq23ncr3tgiY73ljSUbQPCu44sMfMDrolu8nkiS6mZbYAO+Vuv9dL9TWMVAZTLf0HJyPEQC60n8Z8V10JpzdLwDvDZqW36HORa6Mcqxxer/2yRfMPQhqLPNGF+bXB1SK5jT61wrRP2G5npnM+Tlxcr15AB0MWog2Vi2zmjtoHaTmoQiWReCoNgXXF4UTvtZhNH3yDb0AEngFRciGcfy8iqwChap7A0cNf+223PL0/K1PyGbxzbUyOcWVKPisMZgA1mr97ZqxJE6m+7MpA/DKFzEqI3Akw8V+QvB1bWRqHb1lEYYdsClOy/fSpvGVTmwE59iow0Z0B4NWXKA/Q9bn6gW+bvbROEQoP2W/wvV6hr4s6aNZQHtCfY7I+nlKLygQvo5ShTXNAeM6L1W8nFELVmHzdf3l355UUlrr4eteLvNV+dUSaZr7gR2lX8suH8sLWbpySNQ9XWqmlpllOmEntpkJBmCrW/Yr1xNVZyomcb5tsuf5A5du4N+hec3TQ8nVstiwr9Jaa68e9D5/fFd0b6naPqcCZt5O3Zwtd9xSxznEIJf13ILMLzc09dmb7AmZBmGXe7suCmZdAWTeMmpnGsuNv9VlBQTNvlpeCQm/DJEhg9lcxpX5a2V62GIJmt6qX8oj9ptrlpuptIfmrei6P2W8BIF2k+nWsIw1en69O5l73P6N6X+N9wUzT7L/61zwhbo2qzbZAs1p27d+/nyVLlrBkyRIACgoKWLJkCYWFhezfv5/bbruNefPmsWnTJn788UcmT55Mz549mTix9ZWENQahREONKBH6Yqa1oPLDcIL7YZ07DB9ZNZSolrOLTQax7mdsd0d8TGauWK0Vo47ZSrmek5W6UqkFBjerpfpq7nAFZ2UlhAlatnTSAzJ7usSwE1goi/ldDxZWbQn0VKxnAwspxm6YR1klPcHSKul/rY2uHUQkGn4DXo04r0tcb9GDuY6PWGT3T/nv2Ea1u7z0ELnEE32mc2YbDpoZs4aNnckeSi4b435iY9xPDFR6s9tQdjBFTKSbyG7S4zxI/WhnlqFu5XC2uysizpMJr5f0gJ/OBpPr5U8Tx8v6YtbWtzFyz7Sil+gefqMeS0yc6KqYsPo3jp+/igkFs1DRKOqQhZ5aZukQKVQNJasA2XcRJR3T6VRkQ6wZ7in7NNH1GV54fn0+UqMSbpK0sTjTeX3YbSaqY5rgSOqob6b67yxicLadk4YmctlRk2Dg72EDZnpVPPpvJyOXHw5SsL3/DA6ffD4FI59Ayd5o+ZvLUlrG82qUGBr1PmOV6MXfDwQyRWdSLDSqwupw9Z+JpXNbKLQEiHex7cjtzDpZp2TiQuhSYO2Gm1rsMQiIhrIeBIU6vGXHwIPu59mob6Fc7uIO11O87/6K1dKTcSeRJNcM5yn368zQZpvqlJklFRgrwLoIT5LPdllOMeFNRwIxjtWMet3tSYo4Ez9LpPGWPXpTAu+zRQyey7YxGyK6p7R1mjXTbOHChRxzzDG+114tsgsvvJCXX36ZpUuX8vbbb7N7926ys7M57rjjePjhhw+Y8stwRJoa2ZH2IUsZveQ2U8fFijRSLfXJrJZ72a7v8P2dSLzfzN0GWch+vZIBoicdlfa0I9E0hTuQUK5YrQ2jhfpKuZ4z1ON9r4tqB7ZSSo50nmeqgZXQyl1Ec0WG34yN1wQjnjgc2H3Bn/pQSDElEThyNQd9sbafrqKGXqI76+QmAH7XloI9eHbtTtuVgL92W6WsRpOa7zpKpgPDlP5+LpwAyaJtC4eqQqWvyItaPyK1DZ8XY9CsKKBsoZ1BhNf4jEpX2k5Wb1uno2hPqdzhvzCEw5nsuB1qBYZN0TVOW/ddzI7vtHXfcfPRD/jpg/1fjNwzrRipDOYPbUXIbRSHE/1vJ8Fzb8Euj9ZPgkvyxsU1xOtOqhUHvS79Hrfdc41YibKDt9TzW6QWX6e6Y68CUQWy7jtQ7DUcmd/yJi46Enk/LJaYlZ0FEoluUCzpLFLqlZGyjLrMzOFiIDlksJVg+RYvelU8PPg9xoDC/uzVfHPDr0yNm+BbJqUKrmywFyOE57eXQ8sYKxyjjGKOZu3GbHYORisHlgZTNByrHM7H+rcht/HTDpMCOpbCay8RNgcnoRSqOmCmM9aBdpZau0Gc8yC88jIEGm5lrAbNAeXWfVwfAWXHd7qforfowbPa236bSSRSU7mn5AtO39kZXR8DnYr9MjBf1z5ikNLHrw9nvH69/Z/bTZIPIsFYgtld5DCLBQB+Y7ZIOFU5tl7akaHYJfe06MqaxqBZg2ZHH300UlpHsKdPn96ER9P6sMo0s2PHZSg1q4zQPTNP6RqT44oVD9iu51r3g6azHIEW0nZsuAyqoH+wwqd3EJjqfp7rFvZRwWgxlJ8c75AUYWetLWma9TV0BFfpG8igE7Za11XvLMlV7vssH2St3TUlX/gLknodLzU0rlEv4nHt1Qa1X59so6agl9I9pP10DhmsYxMAC1nGWn0TK2XdTFo26b7rIEkYgmZU+V1nXsH/PdJfC69jG9c0Axis9PHTVImEIEH1NoQxaBZqELdL1t3T2/L5aGtk0tl3z/ASyuGMndnIEOLRDq0mZnpmADapYdNqcCt1AdpY6ZlZ0d8i0DJVmcintQLlt6mX8c/9P1Gzq+5ZVGVPZG72cI4pmsvc7OFU2w0lpBai7EBtqWdA9rcrAf5ym+fvWqOBq/r2JN5xe0M+WqMghCBDdGa/jDKLJAz1KXU0oqI2ua5iuuhkrm0Qhp3sQUqJEAIhBLfbLucG9yPWOywbj1kGzj2ltzIp2yMzIKWK3Poq1PSDuFWQcyVCaGE1h5uKw5Rhlv2Zy5UzOF49iqmu6/zGEBFlgR6gPGa7mY+d1kEzo6Ni1FSle4Jkp9eWcdrc0GshisOJFsEPPui9jRpotmq46hqEw4X88jr4/QzrhpRquPwav8mHBfoyvuSnkO/5CQCeJJ/EnEIq/3o+QtX4WP+Or2p+5jfHh74AlzdTDaCn6IpTuvhOnxX2M5phfJZcr17AV9pPJIsOPGy7Map24kUcJyvj+K8+rV7HEUgcDrbLHfSlaScVmptmLc88SMOwClz0DRCijVQwta8SQYS+CbnUdjo3qhdGtG1/ggURzQRCoc4cYZ5cwlHO89hOeUTvEc7RszXRTiTSTeQAnkwiBcVXH+/NBpmu/Wq5fyiXp9aAMWg4UPTyBc1cuBkq+lvtFjFxLTRoFq4M1RWg6zbJeSmbDdqAxvT9JEOmWQVV7DUMTrzaZYEGEu1oHB2hlsQV6llR79OWy1azRbrv71AZmMZMs9YelD+Q6CrMNWa9ulvbxmxADJ5bV+7lFRi2wFkbOIoVc7OH+7K1vLzyW2z0K60YogQPKtNJ5W37E2yNm83WuNk8bL+RYzp38TsXCa5KDiv2ZM4cVryIeJdhMi97NXMznzEXpjcr9bRXeQalA35DGTILZcBvnJ8QXXZCUxLL/pXUVPSSHqQtPwV92Rj04jyP616UdG4GoeuGlKoaJx6utJ3N0coo640H/UhQSV32agpS53OE6xzPa1e2J2AGnv9dnpK2DKVlVF0cpRxqKZvyrv4lq+XGoEn3OOEw3f4g0EXJ4jlbCLF6K0fFSHElwPZudN27ha67ilHWDkN3OtjBrvD7Brm8GsIX7nj45gpSPp1MwvYwTrd6PGwa6snOXTGKzNn5FC/taX6PsPi8FVu7MmDXkb7X1dRwiPNU7nL9nd1yr29ixIGdfNGVy1z3BPWFrcgm3e91iiGDbaDSm4K4n1np+JZOIjmi9oycp54S9T5WOLBzlDoyZu21FlqVEcBB/LG6aDrWUxOhr2hZQTOAQ5QBITNj2pHIP233sEyu5U8ttAuSGQvksvAb1dKWjADAM4OxWW5lHxVsYRu5IpMtsoRydrFVL2VbQDCxh8j1ici39gBiNyXH9/dQ0d9P5y4WZcrxLbRjFk7At0huI090YaP0ZDMUs519sq5UNVOpS8U26tpVymq/7bwumbsDMs0SFROdozbGCGUQ/7U/w9mum0zXH0J//sDfwMVY6trWMN43y6V159ioaXYw06z1kBeQtQu1M/TbusOmAdBhB0f3EcxyzK7bIFQimZQM2xb5czkch5Ys8XehBC4a0bhC+CPEQDLp7PcMPVWdgE3Y/GQ1Btt6Mr1WbNlWlsbowt+54kiBV+ftMNsEfs0diTutnBld7uMQe1/+J1/mSue9zJCe82nHhsvhRL//BMSa4XTeqlCeoyP7LPLpz9ix8a79KUYogxr1czeEtACR6/pizA4xqg2FKm+1oj+9wm8UY3KpfxbXh+5pXO04z/f6bfsTPOt+h9e1j4IkJ5SEavT7J8DiCZC0Gwyugqu9Lor2Yk+GWU0/iFvpeQ2ktxD9Y5uwcap6LK9rHwetq6aGu91P+y0b2AzfZ2vjCtvZvKL9l5VyvSewtG6EL1OVvD/MHRUjRsJPV1HIVXWLbNXo95yIkhCmIirQzdHvni5hwVlhRHsMfHcF7OiK7k7AaBcXdI9ILaZ99hb2Ffs/4w7JVXgn43Yel0l8oH/tW/6M9hbT9brnXB/Rg62U8pH+TaRHxlnqiTyjvQnAucrJQevD6X2HYoJ6BBmuTmxnR/iNw7CPCjbpW+luGEsdCBwMmrViUi2CZnHCXq/OR3OJsYZirHKo3+tAF5f9VNJT6Uaq7BhUjx5r2l7QrCff4kkZXqWv99P5+lUuCNo+m3QKqA2atfJzYSwv2MEuv2umnTARto6Sllqe2U4khtSOKWIbH6nPMtV9nW+ZsbylC3VZJUkGPapKqvw65d5Ms8COekILPS+x5lR1Ak/Lu7jZ/XjQOrNyIWOpa1vDGGAvCxE0M2aatSQn54OEpquS4xcEk5qKfP5V2FY3sJpjd6PfOwHF4fTo4ZSGGHQJwW85Izhh88yYHN+Gjl38AmYAMze4OTu18SY2VKHygO16bnY/TiVVdCGLG0yy5o9SRvJ39d+IrAL0rAJ+GSwgyGRnPo+pN3G03SNgniXSeM3xCHk149DRfbIUisMJg+ayY5DHB8lYVLg1brZvIqOlYuxTDBZ9WSqjnwQFrLNhDOWtXumOcAxVTbL6GpmG9K1u0h/nXHkKHYUnczlDdOYx+83cabuC9JrRQdsrCdVw+Fd0pL1pJowQGuRcGaRp1pKkSqYqk0yDZmZ4XQwPEpppjn/Rfd8keHCav5mIvQruPgkKhsE7fzffecA3DNBm0j5+C8VpDgprxkDmJtjRDX68Inh7dzw8/ybylvNDBrSNbo5GZ+FNO06FeWdH9wG39zFfHlACP1Ttxa8392N1qU5BuQZSkNdZpV+myipRzAfOr4OaMMqZXKGexefajIgPK4s0brNdxvf6bPZRyX22a6P7XBHwqv1hTnX9NSZtbZZb6c6BFTQ7WJ7ZirEyArDVMxbaEtOWM0VnRjLY99pM32yu9gdvaZ83+L0uV84Mub4tuWcC9AswAzAGkr7RZvptm0umb1CbQLxfaV5rJINOvpK4b/VZVBgcIjuYucEZOEYJ7nwG0pKDQ73obrlOQ4cQbrvGzrJ/eWYlew2ZZu1rz6Exewhav+tqNBylmKeum4lPt/brKRTxIs73ezAauNRIJ5c47+KImrP4XPv+YKZZK6VPgBwEO7P9AmYALpeNxILaUrE9/uUnZpQmxi6Txcw987vV9XB6i5KLbFMojZvLnrg/WBs3g3wTzdijlZF0Ihnd6UBfcTj6n0d6/nfW9cWuVs/lVvulfvtlis5MUsYCHhOAY1ZdT+bsfOTSw4LKjH52vNviA2bg378aLszdU71ll3LpYWTOzoflo/zOFWBd/ltrQqGX9IClIxgzTaXrr13M26ilazM4+GY2UFh7ovOSoGUdRDvOVKxLc0OVjgmhIRxbfAEzqJsUawmMVYb75DVCkUA8k9Qjw253EE9g/v+K3jV132XWWWSVl0NysP6gSjW3rHyAyeu+ZfTKApxlfUDWhhk6bwbFQux/Z1efm2UovG6O+uD5zD5Ro3DsFpj4L6J27sxc7TGqCSTAIOBPVrNF2crgbDuTB8czeUgcg3Js2FTBG9qnId9irBiBG4073RbBRRN2sodU0ZEFjs9Y7fiuUbK4RitDY9bWPll/vcjWysFMs1aMleOahkY+XdiAiWBsK2Sw2of52lLL9R/p37FYrjRdl0FnU82yC5RTGab05yPtG+bKJQC0D9ERSCCuRQYVG0J/g5XxSrmBIaJu9uV3/U//bZWe/KF73MA6k9Lk4rixRhEKJyhH+VKrveWIALqQljOvYK3hY6SlapoBTLVNZLHb/HoBeEP7xHJdqiFQbywprJBV7BC7fa+9M92Bhh0HUtBsgNKLx9WbuUt7Ouy2bbk8EzzB1n2ygnKDm+o72v94X/8KgBtcDzNBGeNbdzDTrPUwQgxEQaB7J7RSiyFzlX/gzF7FkLxqfgfIW2zurOlF1zh9beTlLOGYsu47bglwz3zk+DC6NzHCJkJPYdqFncv18/m/B09H1+qOSdhrOOq++zk1YSwXqqeZ7vua/RHerfqWex6ayI9uG1CnpegtMzrefrhHLL0VkGFwJ3cQ/P0Yyy4l1JVV2avQ7z3BV4pqzEjxOfx1KkZ0LkK+/BKU9MMNzDKWdwW04aU5BO8b+p5L5Cr+0Fd4pE0MrNI3WOwRHQpKi+r/2YSNrx2vMcF5UcjtskRa0xxQG+Hqnn25X91HdWDy189XUEJtxphSDUmlsM8zIaARz+fl7/H0zw9y6pS3YYlJGbyoARnQPw4IVkWDr8x44QRSS+zoumC30pXOriJyNjkpSOnB3oxKiNcgZx2kFyEyNiM11dSoJjDb7X73s9xnu5Z5+p90FdkcpRzKn3I1L2vvhzyuQ5QB3OR+LKrPcq7qKcdszOsrWXQgmwyKQ5gyRcp+uT/8Rm2Mg0GzVoxVptkeuY97bFdzifvuiNsSIbJLmhtjcMeMFXKd6fJu5HC1ei53asFWvwWyiNdsj/CF/mNdKWvAKTBabbdvBTO10dJX5PnKXVfp6znRdpRvXVmAOkBvujMDT61+jgifKdAauMd2tS+92ugw65Qu2pNkGTSLRHOkIboDjc1QEVqPYpqciQM7ToLFsjsbSsITRV0ArIpqVuv+jkEAW3X/B3OCOHCCZgAXqVMjC5q18fOSTicKKGIne6iRTuKEg//p3/vWl7KT1bJuUJdiMSF0kJaHIhTa0853vxSqBtddWadp1m4XpGxnwapkDt8Sx7zcIbjPegDee8K0vTjdFVP3zHZaFcveOIZBF/0ANs/E19S3nMy5yYFNbf5+z+GbL0XX/MvlpSuOW4qe47h+1sG9ziKFAZvPwO02KbUv7svI3ZN4N/u+WB9uozFWGeH7e6lcE7yBVdmlK8HjHtpnvm+RUDVEVgFkFQC1Abc1I/33N5bsmrQBzRM0i4VMyqfadL+gmVu6WUNB2P2CNKxq3Q2N2GhcPcD6MFYZwRDRlz8NJb296MZGttRmz3PAlZE1lHiHQunj7flhjYtztj1FzbTrgjfS430BMy8bO/Xi1NP/Y92wjIMLbgVdqQto1warEohHR6PGpO8ZCiWhGsZ+xc6KRHj0a9DjKAdPusQ+wJsUl7Eacb1Hs0yomseoBhBs8Bv+GSVMPtGn84lzum/dzerFPF2rOQaeJIJydgVJB9VHLuhW9dLwG8WAccpo/qN/0eB2bOLACyEdLM9sxRhFZRXDV7mH/Zyjnmw6W2eF2oJ/CsaHv9lnsgr4TXe8wYW2U1FNHvKragdoq3RP/Xkaqew2aOp4rbbllv8it75KskxuyEdokSSKBLobHDRzDMEgYxAJ/IXzW4rdeEPpqXTzlRZVGYNmYdxm39O+DNt2fATlAs1FJEYHVnov2YZ9A90zjVoO/WoD3YXSf/awJZetNgbJokNEExJJbdxVtKfo5vv7Z30eAGt0/0HcIrnC93fKQffMVsUgevu9FqqGkrMBMXoazLwQXnoT9/vPMHvWj7g/eMYTMDMrjwFqbPExdc90C5VTpr7tC5gBLC7S2bij8Us0I+HIfJX4gC5Kot2zPJJ9E0zGLYfkKvyc+X+0j4E+Z1MxSPTxTUgtl2uDN7Aqu7RXedxDLfBlqAVqMEmD1IdFG5nNkJ2URmpU/XGz58s/tDdYqtcFkJ7X3jWdBDOiOx3w4Dfw7lPwweOe/x/+Jqh01d5Ccy0uUU/3e72Ozb6AGcA49bCmPqRWT7xD4aRBcewadw+ObJNMRXsVpEepPZi9GtFnPsrAOSiDZte5KgMg/b6zaNCdDnjEEzCzZHtfTwZqGBJJ4GLldNN1xoAZQHmt86eZdFA0/J/tVtMS/sbgYtvUBrfRhzz6KaETWtoiLfPud5CI6SxS2CF3+y3bLfcihCBPdGG13Gi+YwBmgaWWwkgxmGzSKabU9MHvrhXCDWST3MrRykiOVkbyoz7Xb105u7jSea/PRaSfks963aA1FGC13d7tPyhoK/QT+RTIIiqoQhXmHTUHdl/mEIR3YGxN5IpM1sgCNIOSdaEsYYjSlyJ9m+k+m9hqutxISzUCgMi+P7eFvZ1xttZYUrhP7md+bUlvEgl0q9WCCQyatfUyxECEEOSSyRZKQm6X2MbLVier43lP9wSbf9B/Y6Iy1tfZDCSRBByiacrnDhIbRqqDma0tClouy3P9s3uMZScW5ZkJrkoOKw5uq75s7pBLQYq/7lp+J8jr1DImCo0ZHU63xGFTOLaPjXhH+OOLdyhsf6w9P62podOu7ZR1SKdbmoN+mWqLyKKLBiEEA5VeFOnb2EcFV6vn8LL2Qd16Q9mlKMska28p25I7o/deHJQN5YdVhpoQdOz3OnvSJBz1kWkbnS2qORoTIQQdaB8kbWBFexLZa2Iuc5/7Of7neAkpJc+53wnfUMFQcw2rgAy8SPTDmoOT1XHc4H7EdN1oMZQb1Aua+IjaDjZVsPLmXHpuOT/o2hOqhtzcB/Vfr6HJMPecC25F9JlvKfhfhYXmWSQUDA0u+zRh+PQUOqQV+FyJzUoyS9lBpYVZltTUutJvlx1lT3uGly4l1bEeRWjU2OKZFaJtKyYrx0a0XSw4QjnEUrrIy2XKmbyuf2S6TnVLXAXrSO6beMClXh0MmrVy0ujEGgr8MkO8GVNDRN+Ig2YtdfYIPOUfU9TjeEEzT/m1mplYLTdwNCMZJYbwI3OD1r+t15kH9Bc9eVM3CDsGWG33cLSuDmikdBN1QZBqWYMNW1AQcoDo5eds11YyzcD8s3yp/8h9tmtZ6FxWb2vmltqxBGgvknyabVZlmGbYsZGn1FlvG90zZ+hzfE6ZE5QjUGoDsFspDWrjQCOdTiGDZgnE+85XW2WUMsT390q5nv1UUm3RQT6oZ9b6OEUZHzQDLzUV/hN5eaDqruH6P17nr0veJV4Pne0bDd32FjGodDnL0gcC4FBgwa3tWlRQyZvRUd99TxiUACEMXloL/UVPvuNXwOPWHYix7NIzpbUh/JjNm6FmEjjbs+oyWAXMPT9I0yyJROzNFLzvRHLYoJlXPmSPvRgzCaTv9dnslntZLzdTQln4N+2xBNSqYLfEgAy8ljohmB1CNuQ5+9+a7btsK3S1pXN/lxN4OOtF37UnagNItv3tuPaIG0isvIHH/ugCpv1fHbos8wWRvMEnoxNmYUp2+CC4BePzE5itQk2oGJWUvHL7Ssb+5Xvcdk//1av/aAxu6U4HH6zbTb52LhW2/XTotYoSexH7NadPV9HwqVgADC5dwRefX0S/SwxtpxQhT3ge+swP+ZlGiIH0UHKj/swN4Sz1BJ7TrIPpXZUshsp+LJH+2b2qWzJtfAXDFmsow69A/voFwnbg9OsPnE/aRkkTKQRmhTpxUS1r/AIi4WjJg3yAqepEy6CZFd5ysf5KTywSZ3x0JZsaQ1leoNV2jnJ+1MfcGjAGjYopJZt0CvHPDuon8tku62YkGuru1JLIMnTMvZoES/RVDLb1aVDArKUHQQaK3syRiyIOmAF0Icvvcxmzo7wBM/Bcq172GWbABY0rcNpSSRepQfdoI209yww8gcNOJLOD3fykzyOtZpTltrHQ9DlI0zJcGRCk6cLObCjrG1kD7YvR9mXzzMhreGXYxaz995iYBs6MqCotKmB2kDr6GfpqVTJ01knQ781qu0BjgK294efL/DcyyahKbcYS8SyRxnoZ7LIMoCDQpILc+mrtpO4qyLnSz90SPJPJ/3C/wVPa675l7UnyeyYbGeMYyOz7TwiradaSs8X/Y/8757tu9Vv2L/ujDFYivA8dJCT32K7mP9oXFMgiP2MON/BPo7GGKQr835fo90/yZKcZ9o3ElCMUPUQunyc9DY/b+WpFJect/xgWTQneUAj+PuqvVNsNchjFfT3PqjSPGZivTFlLwFuQuscOA++7loW7y82zVoGl6QP4oudE/7Z35XqkCMJ8pom1TshNyZlK6KDZYm0lV6pnc7X7fr/l3Qp0hi323Gv0RUvRNxai9s5r1GNtSbTskd1BwtJZpJguL5GlEWkXeWnprnajxBDTmcdQLNc9BgHDRP+Q26kobJJFQcuNVtttRfw+EOMAtUhuo4uJM+QwpT/lsq6UKo1OQdu0VtIM149XH/BPuZpf9fqXB7XUmVgjp6rRp4JrAZHnJJPOsw0bxyseQwkppV8gWjlAHzdpIjXk+pY8CIkVQgj6ivyItu2nRLbdQVoOdmEPDv6mFkekd2NLLIR92b7XVfbEmGqabe6Q68syA6hywawNsTMaOEjs6G+4RwRO3gFcqpzh+zsaDSGhaihZBSgD58Ax73kyqoyYZFSli+br5/QQ1lknOjJIPsTh6ma6rTFgJowOtyb8xh8MieuBMuA3lCGzPP+bDPLbiZb7vDpdncQJylF+y4aFMT46SHT84njP80dg2XPIgFktWpwnOB1qX28AO0I+sD/NbMd/iRdxxDsUzhjWjqwp75rrH0rJrb+/hN1tCMinbkG2M2RimpQpV7lgwUa7ta4inkyzyeun43CbBPvDfKaBStPL/4xQB9Iea83LWXIBFyqnBT3XN/dQWDzM830pwwej5DWNDltL4WCmWSsnDfMB2T/dbzNRHRNxO+1auBC1IhSGKwMp1n+KeJ8Vci1SSvKVrvQXPf2Eyo3kiS5+pZpmpDVjB6oxMWaabZRb6KP0YE6ANs3F6lQ/6+T0MEGA1oQxoJFMB8rZhRMXD7ifq3ebLdkEwMsIZaDlukTiaUciaaSSJ7rylfRcc+XsolrW+JxBVaESh8MvMJZGCu1qyzZrAgwVDtSgWRahxaTbunOml64iizkRjHP7RRhcO0jLYpxyGF/VPp+TSKRCrYQbrkBu7gOzp5Cxo5ztqRnQfw6oGnxyL+hxuCu7ekTZvVmousahJUtidlwZ+0shIAticEbDRJsP0jj0FXUZC2tkAUeKQ5klF/iWFcvtIftykaA4nMj7T0SuGx4yo6o5ZSj6KD0IqYceIB/itG82tZvRnQ6UdcPI3FXOsJTT+TblU2RGga8ULZF4P9OnZWaupQF0oH2Un6Zpedn+ILe7nmKzLOJE9ZhmCUi0ZdJFJx60Xc99qS/6lz373WOdZIx4iO0L7wFMyn1VzX9fqYO3iiGMsYeRbNI5TT0uaPkAWz7bjNmlNXEo23M53PkJo8RX6MaJ7Z1d4LGv6zLBQpQpB2WtBmia/XWyzmhlErPmfAfG9wjzmfo3U5/nTdv/cbrbxBUV2MFuFrCMY5Uj+FL/0bdcswlO/DGJbgU6v/V994AqzYSDQbNWj3HQb9Qn+l3+yW3KZVa7BZHcwh+E4BlMfUXkQbM97KeUHWTQmfftTzPUeYrpdlvl9qABfiAZbSi7ysgA0dOnY/aN9gsXqf4pzR/Yn6GdSKRc7vQts8pubI10NgSd9xh0236Tf4TcT0Wx1NKLawWZZsbARBIJVFA3815JNVXUsI9KrlHP5yu355qroIrkmuF8bX+NY9XDffsar50U0dGvHSMt2WykMQnnwNaBdk10JM1LpGWX/cWB58jUFvg/26387JxHNU5etz3COe6bPRpUeSshbyVl1JU26GtG+rucGcu2FZWt7TPps9vfXbW+zMs+JCgL4l/zXNx7Qsuf3DjQSBKJPtOnQlnMLbZLmeWuC5rNl0t50HYD17ofbND7CEcNYsBvIbfpHoW8SawZLEKXEwbKhwSWZkJtmdlD36C7EyiG2ry9U8Cg4RT4jI6EjqJljxUyRGfedjzR3IfRprnDdgUz9fn8ePVf4bnXoTw/4B7rYPvCRyBrDYx7A3SFnrZs1vf6rC44fe2VyG3d4d2HYbchU9IVB1pkE6y32czHuEOVvvykzvXpH3qZvWYkzDNJEDGUZysOJ3qIMmWjrqIXT5qBvfafEyZOClvmXHem7OSL5snWOsl2DE/I27hDe8p0/Sfu71ipB09QaDbBxl4qW9UdJFsk7rRVDsyp/zaEMWh2mBjm+3uJXEV7ksgnsosxRWn54ssjlcFR77NS91Sl9xE9sFnEiCPpODRnqn5jkiI6cpRyKABFbPPTflAQTFbGA1BWGzQTCF8ZY1vAmDVXZuHmZ4bVbwnwZWK1ZJJFB7riKYmqNgkYSyRVVPOw+8Wgdc9r7/r+DizrTjaIuFcFXFe2AzRolqWEDpq1F9Yp8m0Js9LvjrTnDGWS37KD5Zmtk3ylK2vjvmdd3PecZjuOv9n+ar1xjyVgq7Jeb5o3Uz+y928PWjYw68C8F7UGvBle29lBL9Hdb90OdtORdgwUvaJqM1QZkhXNmfHaXwk/cWCUDzEjqWC0uUOtV8OpnrSl/t9B6s+X9pf5b+V7noCZFSV9EJmbUYbMYtMAf4daoWoIh9M/YAaAAsvGh3zv+9RrmW//hKtt55quP1QMMt/R6rkTkAmmOJxkDVgbskw5FIrDGbbM2Utv0R2baL78patt5+LA3CTjI/1b1mOurfiD7a2g+/OBwMGgWSvHmCkjAzJfrnU96AuIhKMTLT976ATlqKjd91bU6poJIehO/WcOM8OUWLVmeosevr/duBG1A5Z+5P9/e/cdHkW1/gH8e2Z2N4X0QBokhN6bgEBAQKQIiFQbivVaUbHww6vYsKNXRQTFgh3Bgu1eCyqCWBCkEzoRpXdCCC3Jzvn9sdnJzLZsQkK2fD/Pw+PuzOzsSTzZ8s573lcv/O4MKCUjAaoInS8c5dWb8sZXZmJUEGSaAcBgtTcAR62yOl7+/j113VqirdZvGztoAkCiMATNpDloFo6dMwGgmfBdJDVcMs1clztlIQOzrS+6ZaDVQ+h05w03SSIe6aWZlfepN+JG5VKPxym2IqQ9fBWUMfcgq8/1MHXKkBLJxyvXhMWTrIJdjqVDBt3q86NvoDK+TnjqpDum5P/QX/G/9AgAr8XvffEncFVdMpByxheZchqqUCwePqdkbHTUZqqklBBddUEVYxVWXFynOTrU9X6BQ8nYpM81zdPKDI81wjSgzXz3Y0tNtzyKB6y3oK3qPRvT25JcxVYEPDzI8b4z+CpkXXQllKvuATwU6d+Hg6b7ogov5Bi1qOHMepuwYpDSW78v7Sq0PQ2g5XbHnrXNoe1u6OiE7UIKR2JFuAnPbzEhxJgpU4QS075PtO/wiOJ5vbL7eQL/jVARCp5Rx+Ne+zN+P2aZXKvfvlwdjCfsr1TquWuyk1J1M35pHV18j367leGNx5lpFkpLMwFHKn9VC4ZGAICjy+Wr9g8BAM3REAfgX/ODfBTgY/s3uFQd5NYMwJhpdgLmK3q2IKj1Vh0al5N6HyfCI2h2jtLKdP/niFlIF3XwifataXs4dlgNRVZhxcu2h7Hy9Hosk7lu+/fb9gKt9mK75VyYMsuEwPutRuHuVTOrZBx/prd3W575zjI7/u1eCocCgPHzSBGKkYba2OvyBfZsqMlMMyEcGf2V7eANAIuti3HwyXgs2mzH9sPzMS7qS8ja+yBS/9FrmlVGkgjdz8JUMRZV4Ld7YrF+Xwm27S1C4Y5D2CwT0CbTimZpVtyT9Dp+8ZIJCbh0tj1QDzieCLT/HkqU59U/i60fo4Pqu7Eb4KhT7a27rmIrAlotQVnrt7/9yh5yPVdH0RrLPbyvVdRo9aIzPseZuk4dgS+0H0wdUY2kYUm3U7/ia/FPxEKkouq/QwUyXm4LcsZgl+uXVAD4Ti7y7zxBcvWoo+q9gLknP2q/Q0rHi91Ey62Vfl5FCd0/FW8Fb9sqzQAAx+UJfW55azwRzKZbHq3S80WI4AgO5YgOepH6xVhVocdeXTwBB+URtywhU6YZzF2EgqFBQnWwCqsp/T3C5fcQLplm6aIOzhOdADhqRDrrRDqXgAPADMtjNTI2qj4/2d73fUCDVYBi+OwiJa7L/ajKnr/b7uWwFZ8wbbslx/NyFKp5WaJs6eA2uRNDlD5ux7RAxQJaWpENWNcFab82glzTzWv2hFM66tT4svn0M+zYfgKn8IdlGQa1icJVPfvg046XQ8n464wCZkDg1zSjs8uiCrTNsGLoObVw5dAsTBoWh1Edo9CmrgUZavnfK/XOtm1/gdLtK68Bs34ix6+AGeBoUlWZJdkVURUBs7pIxUC1V/kHVrPzla6OlSCuXU2dznBJdygJ3UhAmEhGgp7Zki+Pue1fKtf4dZ6EIHkjbIOKdcI5iCP4WluIjaW1zfyt8WYU6l3/PNUaAoAhyvkAgAOyrNZXZZczBrLMCnTJqu3HMuZgyTRThIIRpZ2HSmAvt1D/1cpw0/1bix/B3ZbrTNuSDZmIJ1yWZwbL76U6XK+M0m+7Lu0Nl6AZALxlexoT1BvxsW2qvvS7v9IDL1juxxTLRFyjDi/nDBRsbMKKX2yz9Q7drgEM7G4IxJZl1ESWnEKkVrEaMr5YpB2Nj5TVZYm0AJG20H5PD2bGDpob5FYkiQS3Y5bJXL+X++sF8d9/Abv/9x7kh/8Bpr4POf11r4GzVkrFaqZVh/IylF05/76M5mrzHPtEtMcO8GolPtuGS2Y0nbnmiu/SFP66UbkMr9oqdkEtvpzmds73oexFWejxtQpl9bnlBtOrWjel/Vl7Ll9swoqeorOX5bLwuqT7kMyv/sEFGC7PDHJCCNQVqciT23HIUMi8g2iJlXI9JCSssKDYZemmq4QgWX5YS4mGAgHNQ9qtN6OKHUtUp1kewWClN6Zq71XoOUO9gHkX0RY54hxTx8irlKFoVvqGdxBlnTNDMWhWkdbytRCNg+U0DAimjKqR6gBMt88C4KhP4Osa9FTrg2hub4AHSl4AAPxX+wn/LfoJNymX4W1tLuogyVTU/ZRLI4Bo4aEocZi4yXIZZhTN9rgvnL6EZIp0PGYdZ9qmCAW3Wa6soRHR2dBZaYOLlQvwwal5po5+npyyRuGHzB4Y8o//nbJ9WZ/YGOtTyq6enyoBvlx9Cpd19tBFjWqcsZbYepmHvkqO2zGvaXP8P+G29r4L4tfZ4barsXAtTn72tRJN8CnmedwXi1puddpqIQqFMGdUfmz/BlMtD8IqrG4XsQB47QDuSyNkVvgxFJ6aVMHfUY7ogJdtD1X4cckiATvkHo/7jJ1l/wLwl2bXl/B7WopYXVrUYN1EVzdYLsF8ubhsueyhDEfhsuTdXpd075UH0RKB8zOcDbzcFgKcS6SOG5ZnGoMb/mRK1QqiL7QJHorD+uM5+5u41jKi3OOaw3x1xHU5VaixCAt+ingPeyJ+Q0HEShyIWII3bU/q+531zAD/Mq2CjXE5SHn8WbIREUQZVV1Fe9SF4/XDV2A9CpGIFBG4Sb3cbd/r2keYYpmIzRHfo7FS9iHJtSttDILnNaaqtVQaI1vU87gvNowyzSh8tVdaeA9guNiYWHX1pFaltHLb9s2G6v9CRJWTgRQ9S2S9thXJHjLNXPnMmPLWMc9HQfyKXEirLr4aEXj6THoYR922HcdJ3Ff8HwDmbtYpZ1BmI0UJrxpGVHk5yjl6aYoxylC3/WOV8i+WGYvUV4SzIY1Hru9DxpqXZ7AUsaLZay1ruAmA0UWiNwDDctnWv0Fp86vPJd0Hpe8EglDEoFkI8NRtTJOa3g7WV6c/pygRWdXDqjZN0aD8gzz4R+7CJm2bz2OuVUdgnOUa07ZwWVaWKOJhE1a3wJBxeWYwNIyoqBgRrQeOyhOHWuW2XI8SwTNfFKFguNqv3OOcH7hdC/873VXyJPJhXh5+0i1oVrM1YmpaAy9Bs/gwyjSj8DVE6eM9gGEkJW7M9ZyVWRkjtnzr1j1z8kXB8xodboQQehH+ndiLKFn+Z1NfGVPGjnkZF10NMXo8cOcYiLE3AQogizIhpflLrWutzppwgZLjdZVDiYeccG8XvV7RZmGNfaOp5vG/1MtMdTb9FQGbXgeVqDwZIgX/s72OKZaJuFu9zm3/XdZryz3Hhep5lXpuT9mi+nc51/ch4/tDBbvLOrtNihXdgYe/hvb+C/jrm9lY9PMClMx+0bEUfJrnpeAta7DZiCubYkM0yl5rmyC73Md0VipWYzwUcHlmCGiqZMP5mcHZMeQw8jFSGYBn7K/5dY6oIAoMZSt18Ye2qlKP/Uj72uf+pyz34r92c7vj6DDOkAGAA4blmaHWPdOpnkjDLrmv3ONO4TSesNyN+0qeQwEKPR4TbEHWkeoATLN/4Nex3jobFqMEX9nn43pLWe2uky7LQcqrMRHqvGUvNBRc7kKhr4FSD/dGjcbzDw+CsqUD0o4cxJ64FMiEQ+hwqBdGbr0YBbsO4sbl7yKhX2ffJysuAXbvA+qmAhbfH2NjAGzbMxHvNR+B9fXPxXMjopCWFNrZ48GupdIYf9hXAQCOeMigqihnx7y9AATyIABIqULueg043QKI2ADUvRmitNNfIGSaxYhoNBJZ2CTdL/QexTFcpgwu9/OsU5fiSzBdfUS/nyFSsNj2MToWVayGZANRj92NqUJ6Kp3RU+mMoy41t7NFPWSKdEy3PIonSqZjDw54fHxll/81hnvQzAoLTuE0FFsRtNL3oexDe1Dv2C78Xq8jSuocrFB3WWO3SbdHGLPX9jSHPFgPIrWstqYNVjSqYN3C6lYHSfintHBCLRGJ8qogFUvfZZ9CEYNmIcCY4hmJCJzEKRzCUYxSKxI0C55MM28faFQo5dZo+E1b4XVffVEXSSIee6S5vXlcDXdRqmkHZWjXNAOAEWp/LClZXe5xx3ES11lG4lp1BJJOd3bLpgKCL2jWRbRDXaRiF8oPGvoyV5uH61EWNCtwqbkSLM1GqounjGDAXPiaKJQ9bR2PLJGBu1s9ZQpgrM7ajC6dCjDV+hCAcgJmlRAP4P4qPytVlw6irEveam1j9TxJcYYjYAY4/lucAdgc9c38zTyvbs1FQ49BMwmJuy3X4qMi/4JmEhK5crN+/1X7hxiu9NNrH/vrfKWr38cSGbk2PGpV+r31Bsso3GAZhQtPX4+FcqnpmETEQVEqtyAuQ0mBayTLWAfQGUj/G8DfAIClFV96563bpB+aimxYRGCFYDKRrgfNXL8He/Kd9guaqpVb+RWsAuv/GFWKMWjm7IB3WOajlWiCZqKBxzddV8H0Rd9bt8dY1HJbIubKmDXlarjSFwCwV5qveHjq3hRO9huDZmdQCyOQ3aaORj2RhhJZgmtK7tO3dxMdsFiu1O87i+kKIVAHSdjuoZx1sNXAU4SCkeoATLV7b5DR0FD8NxFxOIICAMC/1Evwpv0TAMBCbSkOyiN6NuIRac4QiBeVq0UYKjwtz0xCfFg3SKDwc7N6OVJEMnbKvbiv5DkAjlow6/KSsPLoZjQ5kgeL9H3xS9rtkPsOQKTWhlDL/xhrFyo2JzbE3qRMnN88gt0zA9wQtQ/GlTwBDRp+1H6vniex7nZkmJ1uAUSsd9wvFQjLMwGgvWiBLzHf476K1BPSimyYtuVvoKQnYCnB2ibLcK4cic+s09Cl+BK/z/OUeo/fxxIZuWYotnBZmthX6Y6FdnPQ7D7LTZV+vjPJFtWKbHoWWuP8PEghsCWhAbYnZkBrutIRcAPKuk06A2dSAp4yMTM2QtTeadrUIoDqmTklKwn6qrV9KD9odr7SpXoHFIAYNAsB5iCSI5/yGI6jGCUYqQzAU/YZ5Z4jmGqaect2ikKkW9AsA6nY7UcGjQ1WjFMdtcz2y0OmfYlB0lm0uhi7RYZqpplVWDFSHQAAeLBkCnbA0XWnrkiFIhVope8kxsyyJkp9bNfcg2aRQVTTzKm8oNljlrKOh5/bXsG9xU/jIrUP7rfcjHjE4nn7W7DDjv/af8J1lpEAgPzSwJqT65XGcDNS7Y+bSh7U7ychHtOtj9bcgIhqgDNIDwB9lRxcd/xhrHpsCn4piUQXAG33H8S8uaNhkVVTrL9EqBgwchbWpKQCKEK0tQh7n4xl4CyApYnaOE/phJ+1pfgLO3CLegVm2M+szp20q25d4ZB2G4SWClh360szExCLCBEYF76altYl9uTfxc/5dQ6tyAZM+gawGy7OWE9ix0ODME48gQjY/Kp7XAtRiFKC53sCBba+SnfT/UFqLzxof9G07Rb1ikqfv7KBb9fOmrX2rwMg8XdKaf0u60loDw2CYiuCUO2Qt94GbOwCbG+MFvv/gjwVA6t6FCdkMv5OS0CbosVY2zQJ9n31AcPSz34uP38g8DdBxAIVHURLqMJzzcVQxk8NISBC2PRuOMYCoYdxFAPVXn6dI5hqmnkL3Fg8xIDvtlyLG1TPV9IEyq4IFKEYD5S8AADY7VLbKph+N9XhQGkQUYGCpDAIIN5sKesQ2VvpYip+b+xQ663zTTDOl3NFW7QVzUzbIg0Zc1eVjMev2nIAQFelPX6L+Aj3W24GAFyo9tSPMy71yJcuQbMwX+ZcS0TjR9u7+uvON7Y3/WrCQBSqWilN8MTO94CSsi/ja1Ja4Z84z00zKuOfuHpYk1JWsPhEMbAoj90zA91Apex9pYNoicW2jyt9Lr320EsfAB88C8yaDEx9H3jlVUAtC5gBgZNlBgB1FO+Nl3Kxxb+TbGtvDpgBQHEUsK09/pCrkemlbICrLHhe4UHkr7Gqo1tmC9EI5ykdTftaKo2RI84B4Fgxtcr25RldgK6DJH3lFeBYeugXl86aa1NaYa3h/cP5twM4Xlfw6ivAh88Av/4LGzY/hY3bH8Da7Y8i7+8JsP9xE1Ytfwv2Oc87GgJML2sIMNDwuTlQ+Pv9LgOpWGT70GeH31DFoFmIcKainsZpfdthme/WnSPaS+2yYCp2XwfeitG7Vy3cKfeitWji8ehIl2V0s7X/YYW2Dntd0lLDffnUvtKgWW0kQBGh/5Jxt3otvrG+iR9t7+IGdRQSULas0Jhp5ppe7hRMS52dhBD41jbTtO2Uy9XnB4qf9/hY49/X6/aPoJUurTrsUsA5LswbAQBAD6Uj/rB9gj9tc9FeqVwtDKJQ0rORiijD9a52+3NRv2Cn9wdUUP2CnWi7P1e/H211PCcFtlaG95UNcqvXz65+8VZ7aHdzxz6DQGrMklIV5TAarAJUc8daYT3l2A4gDzv8Ok0PpdOZj4XC2mTL/+Fr6xv4wfaOxyylz2zT8KH1BSy3fYbmypl1lhRCINkQBPK7dqxLZ822+3PRxvD+AetJ4FQktNU9If8c5Pl1xRikNi7XLH29qYPEgFy1kyjKfl9WHwsRt2M3lslcr/tDGZdnhoh6Ig0r5HpT2OgQ8tFSNEZ91MU/2AUApsi7ka8/kEBTR3i++lbsoQ33TrkXAxXP2XbGTDOnIUU3w+5ynmDMHKoqJbJEDyLWDYCOUmeDKlT0UcsK3vZVu+Ft+2f6/SJZDJuwer3KEhGk8yVZJOB6dRTesn/qcf9Sucbj9kQRj3TU0bsf/Vf7CUPVvjis5bscF941zZzaKc1reghEASPSpmDfU7H4adNppB/agSZHCmAZNd3nYypS0ywCwM/iGDYn7mNNsyBifH9dIzch0lBCpLloCE1q2FxawrtcrrWHnDI2OvYZDFACJwOkdhV8sVZsRdAeGQRs6QSUWABLCaxNVqKktC6ThPSrhlM/EXjLySi4WIQFF6jdvO5PEHEYofavsudrLOrrNZlPGhJKfHHtrJlW+vdwLKEB/o7LAuZMAmY/bXiEBrf8I3EakKXfA4x1zkpfb1oFaADamGl2o3IZXtFmeT32S/uP6Ky0ORvDCijBEykhnzwFNA7LfABAK6Ux/tEcQTNPtQussARVG+lExEGF6hbcOoGTbsfuk4fQQWkBKywohrk9ruYhM+0Q8t2CacGYOVRV9uKg/nsOhDbsNeFpy3h8YP8vilEMAJiv/Y6Bai/vmWYBUg+lMlwzU69VRuAdrSxgeFyeQC0R7fa4+qIu9pQ20JhS8i6Gqn1xCPmmYzw9jogo0qZgUJsoAE1L/1W9DtVyVqouGUjRuzr/oi1DpLQhFrVwDMexRx7AjohFKEAh2p0e4vZe40qoduD2m91qmglDjSGn/mqPavypKiYJ8RAQkB4+q1aEo1NgWUOFEgApSMZ+HPK7hlOjWllnNAais62TaIPfSxt5/SqX+f04c2dNa+nWHcCmdEC6rjxyBswk4Pzu6AyYJW5H91bXY0lmG5TUOai/3rh+zg4USYZMs1SRjMaiPrbKfzweu0puOFvDCii83BYiPAU0DpYGzYy1l4pKv/gbWfUXheCgCAW1kQAApvCWsZ2w0355CPEiFn2VHLd9xqCbMXXX9QNKMDVJqGo75V79diDV+jibEkQcXrc8pt//WXN0+IkXsbB5+NuJRfDW7nLt6JMsEtBVtNPv/6J5/uDxmrXs97NYroQmNRyAubtXDBg0IyKi8gkh9IYRxSjBPO1XXFiaBXYUx7BebkVtkYg1Ef8zlVDwej7VDiV9G5TWv0Fp8yuUjL/cAmYWqH7X+DobFKH4KEfiro2XgPN1ykhTbVYA2I/Shld+1nBqrNT3exxEgaCdWsVZ/R6WOpfxkHhyJAu/d6kNrd1S0+tNIHbOBMyNAI7iGP6wfeL12A1a3lkYUeBh0CxEeApoHC69+tainLXhnr74Bzrnz2sMb3m6Gudsm+v88GVkzDyLlDaPjQSA8F6euUPu0W+Ha6YZAPRUz9Vvr5eON4vj8gQi4J5V5qvjVaBzXXK6QebhXssN+v252vceH2fu4AtskztxyiUdnkEzIiLyl/Fz23+1n9BcKbu4uau0YVOySMA1yvAqeb4UJAfcqosLvZQX8aSJ0sDj9lVyA5p7y27xp4ZTg1VQPAUFiAKYt2ZdlWGD1ZGB9sgg4Mr7gHg/6m56WP4NuH/ODhTG5ZmHcRQxIhpDlQs8HrsL+3BIO+JxXyhj0CxEeApoOJdndhO+Fya4FsQPBv4GcI7iGEpkCYYqfdFAeO/ItQ+HcJ06wuO+YGqSUNU2yW367UYifNPzM5CC+NJC9uu1rXim5DXUPt3FLbvRCktQ/57SUBv1UVe/n6ttRj+lu54991/7TyiS7tmqrs0y/pRr3Y6J4fJMIiLy07miLeIQAwBYrW1EXZRdHDZmwf/L4rlDekW1VqpnafCZuN1ypd/HerswtVKux3IvhbsVWxHw8CAoY+5Bw0FXIG3Y9UgbfgOyB18O5ap7gIcGQbEVYYWhMzZRMGgmPAeRK8O5SkuxFUFp8ytw/QSPxyV2mQwxejxw5xiIsTe5ZbMKCLQXgVnX1tgIwBk/8JUVN7PEc/3jUMagWYgwfphwcnY9bKhk+uzCE4xBoYpkPR1CPmJFLayyfYVLlIEej9mDA3havRdrbP912xfONc2MKbiBug7/bBBC6DXMdmIvHi152WNmYwvRCFYRfJmbTkIIjDJc3d+OPbDDjouU8wEA+SjAT9piff/Mkk/xcPFLOCqPmc6z2L7S7dzMNCMiIn8Z33e3Yzdqi7KlisYs+CZKNpr52x3Ph9HKRWd8jqrWVmnu94W4fTiI32xzfB4TjUi0gPmznF7Dqed2/HixFfOHWLD9vB1A6yWOfQjvFRcUnKJFlN4N1+KlCV5lido7gTSXul7Wkzgy+DuItos9Lv8GHBfgA7W+rynTTBYAAFr6WKl2oSVwmqacLQyahYi6ItWtgP0u7NNvdxHtvT42UP+AfalIJ8cDpd1TIsop0L4J25AqarttD+eaZuvlVgCO1ORgzqCqCv6kVDuDS8HMdSnzd/ZFpm1fawsBAH9qazG25FE8a38DD5e8ZHrMYukeNAvG4DwREdUcY3mRfJRdnHEuz3SaY3nxjJ5HgYJLlUFndI7qcqFynl/H7dT2oKPSGtk+VlU0Rn0stX4Kq48+cBlIcdvG928KRs6gewncA1iujN+gu6Cd1+MAR41EccfNwB1XA0MmA1dO0LMyfanKJaNVLUpEIgqO77tHcBSA9/FGwIYsl7Is4YBBsxBhE1akIhkA9OCZMX39Gov3mg+xQZgB4i3TzDVwCAC75X799mEfXZbWaVuxU9vrtj2l9PcabopkMbaUdk5pKrJhEeHdbNefTLtR6oVnYSTVq4Noabr/o1yMbkrZEu9t0lHL4Uv7j/q21+zmq9t5crvpvgVqwNWKISKiwNZD6ajf/sOQwXwAh03HtVAbIQuV/xLXEJlQlMD8StReaVn+QQB2wPH5dZLlTq/HrMEmXGv/N1Z7WFUBAAmIw2XCfUVGOF88puDlrcs94AiUGxnXjizB6nLPLVQ7lLp5ULp/BUub38sNmAGOzNFA5sw2cy7PdGbquRqtDEGCKL8BS6gJzHcIqpSy4viOP/1dch+kdNxuozTz+rjY0poRwcQYNDOm3aqlU9r4YviXtkO/fVge9XrOH7Xf9SCR+bnCs2tkntyOktJmCYHa7eVsaqe08Lm/vWgRsAU+K0IIgUfUO/T7a7VNSEK8vkzZ9Qq/J8dh7jAUjM1GiIioZl2knK9fDF2hrdMbNjlXEBgNU/pV+nn6Kt0q/djqVs/Pjp4FKEShPGGqmdQA7l9652rzkCZqY4ahK7jThaInjuCY23ZnBgpRMPH1mVyDVmXPo0H61ZAkW2RU2XNWh6TSumaHcRRSSkSLKNOyTadcuflsDy0gMGgWQlyzr07hNA6VZlZloI7HLCwAiBfBFzQz1nA7R7TSb9tLXwSN9aaMf9yHSqPnxkCb8/bX2gKsk1vcnytMg2Yb5V/67fI6sIaDbqI9anto//6wejseUW/HLOvzNTCq6nGBWvYFYqVcj7XaJqSXLtkwZrD6yxaEzUaIiKhmJYg4ZAtHc5qN2Ka/Bx+U7p3bblIvr/TzDFJ6V/qx1c3XhVvXL+rb5W6clkVoLOoDALZhh6eHYZPchmvU4bhTvdq0fQXWYW9p13mjaAbNKAidzeWQ72qfl3tMbeG9vnggcDYDOI0inCi9+O3pO/Cfci3+1nad1bEFAgbNQkgTke22zfkF1yqsSIN7vS7AkY4dbOqKFD0IKCH1wJczWGYMmv1l+NDgXJ6ZaIicq6WPPY6T+NBuTlmPQbRbZ8BwYSy066vzaLiwCAtyFHMn2gctt+EB6y2433oLGimhU/OtE1rrLebt0HBu8SjsKl36cQzHcVQec+sc6ksM66EQEVElOL/4nsBJxAtHF+v9OKSvpHBKVzx/xvXrOdTAzRL3deG2j2rOkLuj+HGcWzzKYyae0Xq5FUII3Ge5ybR9s9yGTYYLpk4RvPBFQaiZaOC2DLMm1QnwoFkyEvTbh0vrmnkqh9RcNMRulL/qJNQEzkyiM+YpG8i4lMo48Y1ZZ4lBGDQzBgF3yr1I9RIQBKBHw0/LIhTiBABzJ7/TKFuHngdzLSbjC0i4MWYUVaRbaShzXabqbb1/sFMUBRkuHXmdLbcBx+uKpyv93sSIWlU2NiIiCh8dDDW9nAGdYpSgAIWm4ypbrF6F6rEDfaCIFlFIgfuX7THqMLfPZr/J5QCAox6WWBo5O6MniwS3C+rbsNN0nzVJKVhFiciAuujvqclGIHFmmgHAEek5aBaFSKywfYEc5ZyzOrZAwKBZCGklmrhtMwY+jFerjEGzeCW2egdWTZw/z14cRFM08Hrcbjhqux0yNAGIFOb22YrXpavB+bupCqa5E8AfKM+m1or5b+xCJXRbLvdRunrd95fcgbnaPL/PFReEdROJiKjmDVP6ety+Tm7BD/bfsE86lhNWNrCTiLiADwo1d7koHoNoPGeZUOkLmu/aP8cybS3eKfkMt6lX+jyWWWYUzAKlY6UNNn2peaAy1i/bJw8BcM90PYlT2G5YiRROwrsdXohpLZqgDpJMXYWMS+zMb65lae0xQdg9E3D8PMtkLiQk6iqp8FbT8RSKsAv7kC8L9G0RMAfNNEjXhwEI7y/72+Vu/Xa41nVzdbFyAforPbBSW497LdfrRTNDUWulqde/qUuLx1XoXAlhHHwmIqLK83RBGAD6FDnqcWUiHRsivi23w7cAkI4UnEKRqZN6MKy2aCkaYxH+1O+fwCnEIQa1EAUBYSpJ4tRddNQzz1wdwGH0KLpCv5+EeH05lqtYMFOcglcL0Qj/xU9n9TmlXYXcnwXLgTo4b/sSQAhsrzcY6+ppaJEmYFEDM0jvrIUIOOpa90N3j4H5DXIrshHYAcDqwEyzEGIRFlzg0gFoq6EbpDEt1BgkigvSL7TGP+RY4R74M2bTfV2yEHtlWXHTSD+vnIVrptkBeRgr5HoAQCORhQjBK40AECFs+Mo2AzsiF+Euy7U1PZxq5atVtz9dh4yvN/FB8KWEiIgCjxACz1jGe92/A3v04vXXqiO8HicBLIyYBQ128/mD4KtQS5f3Yw0aBhfdBAHhtV7xb3I5HrXcgV9ts8s9v7eAGQDEBmGzMCKnjkqr8g+qQtKuQk57DXjpA5R8+CJ+X/AjFv/0A/Jmj0fH546j+4uFKLF7TtSoacZuo+vlVgBAPaS7HbdB5p21MQWSwH+noArJcmlnu94wsZNEgsfH1PFQKyEYGINmntphZ6COfvs97QvTckN/OwHFIzyDZj9rS/XAiLelERTa2ijNzujxxg61oZyRR0RE1esOdQwesdzhdf8x6WhM86LlAXxsmer1c+17JZ8j36XeV1IQXNRpqbhn2y2Qf2Cm/VOfSzQfLXkZTdEA6YbPwxXFzpkUzPop3fXbnmoDVjVxOAPY00K/f9oajVPWssSOlTs1/HWo/AvPNaGFaKQnnCzWVgIAGirutZs3yW1ndVyBgkGzEJPp8uaZJ7fjtHQUuve2RColwLt5eNNMlNUxc7bGNYozBLxWyHXYIv/W70eJsg8BzhfUukg1recGgEQR+B+mqsM6bat+u6vSvuYGQjUmTdTGk5Z7fBZXvlK52McZyjI9ayOxCkdGREThRBUq/q3ehEbCc5dqZ+H7KBGJiy19MMlyp8fjZtm/ctuW6XKxORB5q8v0vv2LcstnHEI+Xrc+Uenn9nRRmihYRIsovGOdjK6iHV6xTvJ7pVFltUuOA9I36Pcjik8gsviEfv+cegoaJgdm+CVW1EI30QGAY3nmZm0bskQ6Jqq3mo5zNtgLN4H5f40qzfXN0w67nmEV46UuQe0gDZoZOxnulHsR6VKn7BiO67clJNZpW/T7Nlj1249b7sKpyFzkRc53K+zuGkQLFxtkWdDM1zI9Cm33Wq7HM5Z7ve63QDVllBlZDSUz04X37rZERETlEUJgoJfmO85MM6frLaMwXOnndpxrZ0jAfAE2UCWJeHQV7dy2H8fJcrt456MA/dTuOBWZiy4ezlEe40VmomB0uToYCyNm4SL1fPzHcn+1PtcQay+I228Gxl0Fy+i7kXN+X/TvMwSzrinC8v+rhV/vjgnYmmYA0Fs5V7+dJ7cDAB6yjsX1yih9+9/S/XU0HDBoFmIyhfva413YB8AcKDKqjYTqHFK1yRLpqFWaBbNe5qElzMGdvThgur9CrtNvG38XzttSSnyo/df0mGCt93Ymdsl9+EL7EYDjCmMgtWums+9G9TKPyzO0Ihv2rm+GiNX9oK3LgVbkuHonIDBJHYdilOjHZnMOERHRGfKWcVWAQrdtb1ufwY3qZeWes43a9IzHdTZ8Y3vTVKsXcNSfbV7Ohc3DsqxembFm0aXKQDxpuQc9REefj49yuSBNFMwGqb187pd2FdqeBtByu0Nb2wPa7oaQds8XhwH37rKj1AthVQWU9G1o2+4Yxg2fjukjvsMlHeqgTV1LQAfMACDVcJH7gDyi325tWCK+FwchZWDWZatO7J4ZYhqL+lCgmAp1OzPNjuOE2/E2WGEVnoNpgU4RClqIRlgmc7FN7sSVyhCs0Nbr+0tgRyqSsQ+Otrn7S7uKRiLC2DxUf8FboC1xe45w7Bp0a/Ej+u0BSg+owvubBYU+IQR6K13xjbZQ35ZVlI2/J72Fb+0RAIY4NlpPQntoEBRbER6xv2Q6R0MvS2qIiIj8ZQz6GB2Vx9y2RYoIpPmR5XyuaHvG4zobokUUrlIuxvval/q2IziKlorvoFk+yjrHG4OOH2vf4mPtW4xQ+uufibuLc/CbXGF6PJdnUijx1S1XL+JvqEkGADJjIzD2Jki7CmVLB2Qf2oPG+XmwlpSg4T6JbSmnYLc4gmGZ1lx8rg3DH9pqXKL2RbY4DmAJThnOV6TY8Gv9bshMiUSLNDWgAmm1RVk5lYOl35sB8+qu0yjCURxDQhDUg6xKDJqFmCgRiYYi09Q1c5d0ZJod9XAlLtgL3bdQGmOZPRcS0q0JAuCoa+YMmjnVFakoEXb9Q4KtNGj4i7bM7fG1hPd6TqFqpSHweKs6ugZHQoGit3KuHjQbowzDJbsewUV2lyB8cRSwrT3QbKnb4+vCd80VIiKi8ngrFzHdPgvXqSMhhPnL50l5yuPxTgICaaLyRfLPtitdgmZ2aIiWvj+nHpFlQTNPNWo/077Xb7sGzAC4lT4hCmZRIhIRsOE0itx3uhTx1+1uDrk/C5j+BrSSKPwFIGb/OsybOxoWw98XAJRgLM4F4FjkuAynXU51SrGhyQ2/4pTVDuA4OtRT8FsALdk01iA+IMuCZq7B+V1yHxLCrO43l2eGINfW1H/JHQCAAg9X4uKCvJW08WdNFbXdUtf/9lC/op5Iw1xtnn7fuTzTWMfLKdyusB2Qh3Gg9MpCE5GNXuq55TyCwoGxZkq2Uhc9G6mIUM2p2VFWAA1WeXx8hFK9hVeJiCj0xYtY/SKMsWzAOrkFK+V6vFfyBcYWT8If2ioAwEn4DprFIcYt0BbIelu6YJQYaNr2Usm7PjtcPlDyPE5IR7OsTqJ1hUtuRAoGzSi0eK1XnbTbVMRfl7EROJoClJQFqNektMI/cRUvPbI4o2NAd9NMEcn6bePyzBQkIx6OmEEdJKKJyD7bQ6txzDQLQS1EY3yFn/T7G0o7IXrKNDuTNtSBwJhqvkPuQWfRBkvlGn2bsa6Sk02al6NGwAYpJVZK9xdK17XqoW69oWtmPyWnBkdCgcTY0n6L9jcibQoGTnoCX2wqgK0kGm9HTcKQ5rFYZ3kP3YsuNz023P6GiIio+rRUGmOXtg8nXAJij5dMx7faIgDAZ/Z5+DtiIQ7JfJ/nCsZGR3dZr8anRd/q99+VnyMbdfE3PHe0K0Ahptk/wATLjRBC4D3rc5ha8h4+1b6DRPl1iVjTjEJNgojDHnkAKhTYDeWMhGoHbr/ZkVV2KAOQAkjeDZH6j6OumeWkHjhrtz8X9QsqXhC/2+7liCw+oQfOAq2bpnF55gHD8kwhBNqI5vhVLsMBHMFxnIAtzJrlMWgWgloqjQF72f31Mg9SSo81HwYo553FkVW9Fob6FuvlVjys3o6LSm7y+Rhna3InG6xYIzfhH+n+gSPcugZtkHn67RZeCu5S+GkuGiIG0SjECczTfkGxLMZXlu+gtAJKAJRY+yJSvQgd0RqLbB+iZ1HZst5wrAtIRETVI0c5Bz9ov7ltdwbMAOAICvCe/XPM0b4uexzOwe8wLz8Mxs/AHUVrxKKWqUP8KcNSs3PQEm/ansI5RcP0bQ+XvIQJlhsBAJ2VNnjf9hzex3Ood+o8HERZNoknXJ5JocZZi8sOzW2pplDtEOnbgPRtpscI1Q7t4UFQtnRAo0MHkJq/Cf+6SMV1B/qgX8ZQCNW/kEoEgJ1KbsDWNEtCPAQEJCQOu1x0aKk0wq92RymjrXI7Oos2NTDCmsOgWQhybZ9dgELM037Bf+wz3Y5tqPhuVR3oMpGmf3hYL/PQ15KDVvYmWCe3eH3McWmuxRSJCPymLfd4bLhdYVtvWKLqreAuhZ9IEYEBynmYq83DERRgsVxl2v+7tgJXqBcBADqLNmgs6ut1FRNFeF2JIiKi6nOJciGewCuwG68Oe3BHyeOm++/YnkG3oktwCGXdJHOUDtUyxuokhMB5Sid8o/2sbzN2i7/PcrPHGr+uimUxDuKIo/i5h8waoTp+v1yeSaEmUcTpda2X2z7HAXkY5xePKfdxiq0IaLUE+UjAj7ACsGKQZQCiLEMr9PyRAAZVfNhnhSpUJCAWR1CAQ8g37RurXomr1WFoLhohRkR7PkEIC5x8QKoymSLdbduw4ts8HhuH4K5pJoTQ0+v/ljtxXJ5AB9HS52PWoSww9LH1JShCMWVYGYXbFbYV2jr9tmttPApv7ZWy4qhf2H8w7ftVW44l2mrYpR1CCHxoeV7f56tTERERUUU0VupjjvVFXK+OwjXKcL8fFydi8KVtBjKQom8L1ouDvZUuXvd9pn3v9oXWtd4vAMzRvinrFvjSB8AHzwKzJgNT34ec/rpjORrCr7YvhT5j10cNGroo7WCtQB5Rhih7DYkRobeaIkkkAAAOy6Om7c2UhuiktAnLgBnAoFlISkK8329yoTDxWxg6emyQeeW233aKRASGKH0AAOs09yYAzmPCxT9yN5bJXABAa9GEGUJkYqwfaFwGAzj+7noVXYlRxXcAAOoqZTXQwq27DhERVa8hah+8Yn0Ur9keR7afhe2jEYVOShs9Q60OklBHJFXnMKtNT6Wz131fawvcuoZ6Cpot13J9dgvEYUe2WiTrklKISTJ8vzmEfChCqVBw2FjuKAbB/z3aVTISAAD5KECJdK8NHq4YNAtBQghT4W5fgj3TDADai7I3/O+130xf7n2JRyyEEPjKPh+/e2izDYRXWvrn9rK246PUC2twJBSI2inN9dvbpOfip99qi3BN0X3YLffp2xKYaUZERNWkvWhe/kEArLDgkMzHPhwCYL7gGmyai4Zem+wU4gTm2L82bdOg4Uv7j7i46BZ8VvpZb73c6rtbYNJuAEAkM80oxBhXZF1VNB6Ao5SRv7Zjj367VggGzYxBxcM46uPI8MKgWYiqK1L9Oi5WBH/Q7CL1fP32d/ZFaKk08etxx1CIU/I0Li0e5/WYcEpLN2YPjVQG1OBIKBDVE2noKFqVe9xH2td4zT5Hv5/ITDMiIqomF6sX+HWcEMJctzWImx056oz28Lr/1pJH3LZdVnwXvtd+xb+KH8BxeQIbtDwI1Y5at98JjLsKuGoCcOV9wJ1jIMbeZKhpxkwzCi0XKWXfG3dhH1ZpG9BH6apva+hn9ioAxIbi8szSTDMAbs0AwhmDZiGqHrxnmjUW9fXbcSHQ2S5TpKO+qAvAceUsE2logPJf8E7iNMaUXmHwJpwaAawvXaKaimQ0UbJrdjAUkEaq/gVTV2rr9dvMNCMiouoyQumPnsL7ckWjjVpZ/dpgr9s6spIrAk7gFD4p+RYHcBgA0M7SFLXS90Bp/RuUNr9CyfhLD5gB4XXxmMJDIyXLdP9vuROPWO5AfVEXlygD8aJlImohyq9zheLyzNoiUb99iJlmOgbNQpS35ZknI9aitiGCHCp/7K1KrxgW4gS2Yw/+iPgEFqg+HyMh8Z38Rb/vKcXWW/p7qDkgD+sfoPzN1KPwM8LPDMTN8m/9NjPNiIioukSKCHwf8TYuUbwHkfqXZmVtl2XLqhqKLG+HB4VBSq9KP/YWe1km2jlKSxyJXIZjESsR4+FCejhdPKbw8aplkn77gDyCLko7bIqYh/dtz2GAeh7+sH3i13lqhUBtcFem5ZnMNNMxaBaiPC3PHKMOgxACBTgOwFEU1SL87xYSyIxp9n9oqxAvYtEcDfVttZGIJiLb7XHFcBQ4bIB6OI4Tpn0WqFBEePyJLNFW67eD/eorVZ9spa7p6tsi24dYZPsQg5XepuOOlb7GAMw0IyKi6jfN+ghmWp8ylbz/t3oT3rU+i3eskwFAvzgIAClB2gTAKVbUwgT1xjM+j0Va8Ke2FvtxGE1R321/BINmFIJSRLJ+2/i6AACnZRE2yDy0MHyP9CY2RJJPjJINyTWHGDTThUdEIAxlGjLNWqARuop2eNgyFgBQIB3FDkNhaaZTX6W7fvtL+484Lk9gE7bp27oo7X12G7rVMtptW0XaDwe7ufZ5+u2+Sk4NjoQC3X9tr6GdaI6J6q04V2mLc5W2mG190S1w5hQKHXqJiCiwxYtYXKlejHNFW33bEOUCXKYO0jMnDsoj+r46hi/NwepitU+5x5TXBX6q9h7OK7oCjU5fgBVY77Y/KowaYlH4MC5BPCjNQbOnS17DpcXjsAN7yz1PaDYCSNBvH0Z+jY0j0DBoFqIaGIoYtlIaY2HELL1bSGFpRlUoNAFwOk/pqC81XSHXY53cqmeRAcARedRnc4RYDwHEcFmaeUqexv+0BQAcHUUvYNCMfMhRzsGSiE/xkHWsvs0mrJhrm4Z4xLod729dCCIiojN1vtJNv70b+0z7Dhi+HBtLlQSr1qJpucc8qd59Rs9RXtCNKBjVQVmm6QGXoNkz9tcAlH1fdkqBOdBugxU2Ya2mEdacJGaaecSgWYhqKDL1TKn1sqzwqZRSb6sbSimlqlDRonRZ4d9yJ5Zruab9G+RW1JXuQTNpV6HtaYAVa5Kgre0BbXdDSLujFlooXj3w5AftN3053cXqBSH5BkBnR4qHK/fRDJoREdFZ0lIpKzFh7JYJlC3DSkQcrCHwWSdSROB/1te97h+jDkML5cy6hLKmGYUi4+fVnXKfjyMdEhCHuyzXmrYlhmj5kWRDTbNDzDTT1WjQbNGiRRgyZAgyMjIghMAXX3xh2i+lxMMPP4z09HRERUWhb9++2LJlS80MNshYhRVNRQMAwBb5N4plMQDgBE5CgwYgtDLNAKCF4YPS59oPpn1HUIAIl7bZ0q5CTnsNeOkDvPbeOcCsycDU9yGnvw5pV9FYca/tEIq+sP+o3x7lZ6F3Ik+aeqgbGC0YNCMiorPDWON2nbYVp2URAMd3iv3yEACgdpDXMzO6QOmmf943skDFvcp1OE90xDClr8cVFf5gTTMKRTEiGnXhSKbYKPMgpQQAaFLzeHyiiEOGSDFtO1/pWr2DrCHG5ZnMNCtTo0Gz48ePo127dpg+fbrH/c8++yymTp2KGTNmYMmSJahVqxYGDBiAU6dOneWRBidnQfdilGCr3A4AehMAAIhDaAXNjB+UFml/uu3/B7ugGKf84QxgTwv3E+1uDhzOQHvhYV8IWiU3AHDUcOutdKnh0VAwa+GhiQSXZxIR0dnSRGRDLe2e/rH2DZJPn4unSmZgLw7qy62ySsuVhAIhBAaUdgc1KoEdXYovQcOiC3C/5RYciFzis6u8zUtJkigRWWVjJQokzmSLIyjAXhwE4N4UwCkaUeipdEYUHH8PChTcZLns7Az0LEtBMkRpS5W98kANjyZw1GjQbODAgXjiiScwfPhwt31SSkyZMgUPPvgghg4dirZt2+K9997D7t273TLSyDNjSrYzRb1QlgXNKnvVKVAZg2ZOMYYllvPsv+Ic0VK/P7B2YzSvW+R+ooyNQNJuNPNw5S5UfGL/FuOLn8HQoluxWToaJjQR2W7ZeEQVYcz2dOLyTCIiOlsihM30+a0EJXi8ZDqWmrqEn9mSxUDj7ec5jSIcwGF0KRqFY/K4vtLEk7nWlz1ujwyT+r4UftoYagL+rC0FAOyUnov/10IUMkQKNkd8j/9aX0Ou7WvkKOeclXGebTZhRWpp/bZdhqWrb5R8jFuKH8ZDxVOwTx6sqeHVmICtabZt2zbs3bsXffv21bfFx8ejS5cuWLx4sdfHnT59GgUFBaZ/4aqlIetjveYImjnrmQFAXAgvz3RqhSZoLhwtg3+XK/CA5VZ931ElHyvuqY1lE6LxyfURmHFtEXDnGIixN0GodtQJofR9Vx/Yv8I0+weYp/2iN0xo6SFLiKgiskSG27ZaXJ5JRERn0UClp+m+hMT9Jc/r9z1lRQezln7ULRtadCs0SI/7LlC6eb1o6sysIQo1A9Ve+u3P7PMAeA+aOUuN1BFJ6Kd2R0Mls/oHWIOczfP24IBe4mmB9gfesX+G5+xv4hQ8JJ2EuIANmu3d65i0qanm4u2pqan6Pk+efvppxMfH6/8yM0N7UvtivPK0obQZQIEh0ywmxArd10Oa2/ryTmprjDTU6fpLbtfXsG+QeVAVoG2GFUPbRmJWi/FQMv6CUO0AgAQRmgUeAc8BsoYiqwZGQqHE+bdlxOWZRER0Nl2vjnJbTfGX3KHfzlE6nO0hVSvjKgpvfpcrvO6rK1JxzPD9wLm8VUDAhuBvmEDkSXdxDtJQGwAwT/sVBbLQlFllFG6fZeuJNACOCw674Viiud/QZbQOEmtkXDUpYINmlXX//ffj6NGj+r8dO3aU/6AQ1VBk6m92zuWZx0I400wIga+tr6OvkqNvu0odipFqWdBsrv17tFEc6bj5KNDreRXIQvwp15jOl4R4hKoWHlL56wn3gAdRRdT1MIfYrp6IiM6mRkoW8iLmY4XtC7fPck1ENpp7WJkQzKzCiqmWB/X7xq5+SS4d/hIQixxhDhrWlanYZciwUUu/HkYiAkKI6hgyUY1ThYphaj8AjqXM/yp+wHumWZgFzRqKsqSjxdpKAMDB0npvtRAVlk2+AjZolpbmiHDu22eO+O7bt0/f50lERATi4uJM/8KVRVj0ug5b5D84Ko/hWAg3AgAARSj40PoC7lGvw5vWJ9FBaYmWSmM9626xXIleoqzY/XslnwMAZtv/hyIUm84V0plmHj4wOq8qEFVWhLDpdRAAxwduRQTs2wwREYWoOBGDlkpjzLQ+Zdr+tvXpGhpR9WqjNNNvH0FZaZpWhrpNADBU7Yumirlmb5yIwRb5j37fmWkWxYteFOKMiRVfaT/hD0PtQ6PoMGuIYVy6+rV9AQDgQGmmWR2R7PExoS5gv800aNAAaWlpmD9/vr6toKAAS5YsQbdu3WpwZMGlh9IJAGCHHV9rC03p17EitBoBOMWJGDxlvRdXqUP1becbukL+KH/Tb7+qzcbskv9hXMkTbudJROgGzZp7WJ5Zl0EzqgLnKu3026dwugZHQkRE4W6g2gu3qFdAQOB+9RZ0UtrU9JCqRWfh+edaKzfrnfAsUHGHOganpPm9ub5SF3/Lnfp95/HMFKdQ112Yi/l7W8Ycbsszc0QHfbXaWrkZdmnHYRwFEJ5LM4EaDpoVFhZi1apVWLVqFQBH8f9Vq1Zh+/btEELgrrvuwhNPPIGvvvoKa9euxdVXX42MjAwMGzasJocdVMxLE+eZGgGEWvdMX4zLEedr5kYS15X8W7+tlP5J2GAN6eKnMSIa9UVd/b4CBdmG+0SVNVodot/uITrV4EiIiIiAKdaJOBSxFI9Yb6/poVQbi7DgT9tct+35KIAsbQBQAjteLfkQ/8hdpmP+1NZgvZan33cuyIwUDJpRaFOEgpcMS5udXJd1J4ZwyR5PjKvVtsrt2IMD+utIKDfK88VSk0++bNkynH/++fr9e+65BwBwzTXX4J133sGECRNw/Phx3HTTTcjPz0ePHj3w3XffITIydIMZVS1HdEA66mAPDuAH7Tc0EfX1fbEhuDzTG0/LET1JQjwO4ggSERfydRxaiIb6B6duogPiRWwNj4hCwTClL161TMI2uRPXqMNrejhERERhUYOnhWgEG6xu5UaMZmqf6reF3Qr7/np4+9B+HJb1gWQLROo/sKsaAGaaUXjwVJ6mnkjDYXlUv99caXg2hxQQWojGWCs3owQlel0zAKgtwjPTrEaDZr1794aUntsfA47C7o899hgee+yxsziq0KIIBT2UjvhE+w5FKMbK0sL3ABAXosszPWnpofC9q3uU6/CS9h4AIF2kVPeQatyd6jX4U1sLAHjUekcNj4ZChRAC11lG1vQwiIiIwopFWNBUZCNXbin3WGlXoU17FdjTAoeN2zM24tTYmwGVNc0oPHgLmq2Rm/T7TUT2WRxRYGipNAIc8XP8oa3StyeEcPkiXwK2phlVHWOXoCWGAoeh2AjAmwQRhwyYA2G9xLmm+69pc2CHHUB4FMXvo3bF9oifsSNiEc5TuIyOiIiIKJjlKOeUfxAAHM4A9rRw3767OeThdABAZAiXKSFyaiDq6c0vnJqKbNyqjgYA1EWqX8kXocb4M0+3z9Jvx4nwiR8YMWgWBoyT3liYOyaMMs0AoJXSxHR/qvVB9BAd9fvHcVK/HQ5BM8DRbpndDYmIiIiC35OWe/w7MGk3kL7BfXvGRsc+AJHCVoUjIwpMcSIGfZSupm0XqxfgMcs4zLA8hm9tb8ImrDU0uprTSjTxuD2ckm6ManR5Jp0dLT10SgSAuDBqBAAAEyw3Iq94O47Io7hOHYlmSkN8ZZuBC4quwUq53nRsXZFaQ6MkIiIiIqq4WFELX1vfwLiSJ1ALUVgtN3o8Tqh24PabIfdnAYcyACmA5N0Qqf849iF8l2FR+Bmu9MMP2m/6/a6iPRSh4FrLiBocVc1qpGShmWiATXKbaXs4NRI0YopJGGgksvS2sU4KFESHWfvc85ROWB/xLfZE/o6nrPcCcBSGXRzxMQYpvUzH9lQ618QQiYiIiIgq7QK1G3IjvsaSiE/1hjzNRUNcKM4zHSdUO5T0bVBa/walza9QMv7CeZb2+v5EwaAZhYfhaj8kIwEAMFG9latwSi2wfQCLS45VuDaOY6ZZGLAIC5qLhqaChvGICfnukBXxtvUZfKP9jEJ5Am2VZuiitKvpIRERERERVdqLlgcwWOmNc5V2iEIEppS8i6ftM7weP95yA34tXg6AmWYUPhJFPBbZPsQGmYcBSo+aHk7ASBLx6KN0xffar/q2cM00Y9AsTPRXemCNvSxo1ljUr8HRBJ54EYsr1ItqehhERERERFUiWkThYvUC/f5Eyy143j4TRSj2ePwJnNJvJ4r4ah8fUaBopGShEbJqehgBZ6QywBQ0YyMACmkj1QGm+y0Uz3XOiIiIiIgo9FiEBc1EA9O2GETrt3fLffptZpoR0cVqH9P9cG0EwKBZmGgvWiBb1NPvdxAta3A0RERERER0trl2iL9QKat1liu36LeTmGlGFPYSRTyykKHfTxW1a3A0NYfLM8OEEAIzrU/hqZJXUVek4mp1WE0PiYiIiIiIziJj0Ky76Gi6qL5cy9VvM9OMiADgW9ubmFjyAs5XuoZtMJ1BszDSXTkHX9veqOlhEBERERFRDbhNvRLv2j+HAgUvWx/CerkVsDv2rZWb9eNSRXINjZCIAkkjJQtzbFNqehg1ikEzIiIiIiKiMNBCaYQtET9AgYI6IglZMgNRiMRJQxMAwH0ZJxFRuGJNMyIiIiIiojCRKmqjjkgCAMSIaAxUepr2xyEmbLvkERG5YtCMiIiIiIgoTN1pudp0PzFM6xYREXnC5ZlERERERFTlIsZ1gCwogoiz1fRQyIeuSnvcrV6LF+3vAAC6ifY1Oh4iokDCoBkREREREVW5iLs61PQQyE+PWO5AjKiFk/IUbrWMrunhEBEFDAbNiIiIiIiIwlikiMBEy601PQwiooDDmmZEREREREREREQuGDQjIiIiIiIiIiJywaAZERERERERERGRCwbNiIiIiIiIiIiIXDBoRkRERERERERE5IJBMyIiIiIiIiIiIhcMmhEREREREREREblg0IyIiIiIiIiIiMgFg2ZEREREREREREQuGDQjIiIiIiIiIiJywaAZERERERERERGRCwbNiIiIiIiIiIiIXDBoRkRERERERERE5IJBMyIiIiIiIiIiIheWmh5AdZNSAgAKCgpqeCRERERERERERFTTnDEiZ8zIm5APmh07dgwAkJmZWcMjISIiIiIiIiKiQHHs2DHEx8d73S9keWG1IKdpGnbv3o3Y2FgIIWp6OFWioKAAmZmZ2LFjB+Li4mp6OBQEOGeoojhnqKI4Z6iiOGeoojhnqKI4Z6iiOGfCh5QSx44dQ0ZGBhTFe+WykM80UxQF9erVq+lhVIu4uDj+IVOFcM5QRXHOUEVxzlBFcc5QRXHOUEVxzlBFcc6EB18ZZk5sBEBEREREREREROSCQTMiIiIiIiIiIiIXDJoFoYiICDzyyCOIiIio6aFQkOCcoYrinKGK4pyhiuKcoYrinKGK4pyhiuKcIVch3wiAiIiIiIiIiIioophpRkRERERERERE5IJBMyIiIiIiIiIiIhcMmhEREREREREREblg0IyIiIiIiIiIiMgFg2Y+PP300+jcuTNiY2ORkpKCYcOGYdOmTaZjTp06hbHAJ457AAAWvUlEQVRjxyI5ORkxMTEYOXIk9u3bp+9fvXo1rrjiCmRmZiIqKgotWrTASy+9ZDrHZ599hn79+qFOnTqIi4tDt27dMG/evHLHJ6XEww8/jPT0dERFRaFv377YsmWL6ZgVK1agX79+SEhIQHJyMm666SYUFhaWe+41a9bgvPPOQ2RkJDIzM/Hss8+a9q9btw4jR45EdnY2hBCYMmVKuecMB5wz3ufMZ599hk6dOiEhIQG1atVC+/bt8f7775d73lDHOeN9zrzzzjsQQpj+RUZGlnveUMc5433O9O7d223OCCEwePDgcs8dyjhnvM+Z4uJiPPbYY2jUqBEiIyPRrl07fPfdd+WeN9SF65w5deoUrr32WrRp0wYWiwXDhg1zO2bPnj0YPXo0mjZtCkVRcNddd5U73nDAOeN9zvz666/o3r07kpOTERUVhebNm+PFF18sd8yhjnPG+5xZuHChx88ze/fuLXfcVA0keTVgwAD59ttvy9zcXLlq1So5aNAgmZWVJQsLC/VjbrnlFpmZmSnnz58vly1bJrt27SpzcnL0/TNnzpR33nmnXLhwoczLy5Pvv/++jIqKki+//LJ+zLhx4+TkyZPl0qVL5ebNm+X9998vrVarXLFihc/xPfPMMzI+Pl5+8cUXcvXq1fLiiy+WDRo0kCdPnpRSSrlr1y6ZmJgob7nlFrlx40a5dOlSmZOTI0eOHOnzvEePHpWpqanyyiuvlLm5uXL27NkyKipKvvbaa/oxS5culePHj5ezZ8+WaWlp8sUXX6zIrzZkcc54nzMLFiyQn332mVy/fr3cunWrnDJlilRVVX733XcV+h2HGs4Z73Pm7bfflnFxcXLPnj36v71791bo9xuKOGe8z5lDhw6Z5ktubq5UVVW+/fbbFfkVhxzOGe9zZsKECTIjI0N+/fXXMi8vT77yyisyMjKy3DGHunCdM4WFhfKWW26Rr7/+uhwwYIAcOnSo2zHbtm2Td955p3z33Xdl+/bt5bhx4/z4jYY+zhnvc2bFihXyww8/lLm5uXLbtm3y/fffl9HR0abXonDEOeN9zixYsEACkJs2bTJ9rrHb7f78aqmKMWhWAfv375cA5M8//yyllDI/P19arVb5ySef6Mds2LBBApCLFy/2ep7bbrtNnn/++T6fq2XLlnLSpEle92uaJtPS0uRzzz2nb8vPz5cRERFy9uzZUkopX3vtNZmSkmL641qzZo0EILds2eL13K+88opMTEyUp0+f1rfdd999slmzZh6Pr1+/PoNmXnDOeJ4zTh06dJAPPvigz2PCDedM2Zx5++23ZXx8vM+fgThnfL3OvPjiizI2Ntb0AZw4Z4xzJj09XU6bNs30uBEjRsgrr7zS588VbsJlzhhdc801Hr/MGvXq1YtBMy84Z3wbPny4vOqqq/w6NlxwzpRxBs2OHDni13moenF5ZgUcPXoUAJCUlAQAWL58OYqLi9G3b1/9mObNmyMrKwuLFy/2eR7nOTzRNA3Hjh3zecy2bduwd+9e03PHx8ejS5cu+nOfPn0aNpsNilL2vzkqKgqAI03Ym8WLF6Nnz56w2Wz6tgEDBmDTpk04cuSI18eRO84Zz3NGSon58+dj06ZN6Nmzp9fzhiPOGfOcKSwsRP369ZGZmYmhQ4di3bp1Xs8ZrjhnvL83zZw5E5dffjlq1arl9bzhiHOmbM6cPn3abdl3VFSUz/OGo3CZM1R1OGe8W7lyJX7//Xf06tWrSs8b7Dhn3LVv3x7p6eno168ffvvttyo5J1Ucg2Z+0jQNd911F7p3747WrVsDAPbu3QubzYaEhATTsampqV7XG//+++/46KOPcNNNN3l9rv/85z8oLCzEpZde6vUY5/lTU1O9PnefPn2wd+9ePPfccygqKsKRI0fw73//G4CjHoOvc3s6r/F5qXycM+5z5ujRo4iJiYHNZsPgwYPx8ssvo1+/fl7PG244Z8xzplmzZnjrrbfw5Zdf4oMPPoCmacjJycHOnTu9njfccM54f29aunQpcnNz8a9//cvrOcMR54x5zgwYMAAvvPACtmzZAk3T8MMPP+Czzz7zed5wE05zhqoG54xn9erVQ0REBDp16oSxY8fy/cmAc8YsPT0dM2bMwNy5czF37lxkZmaid+/eWLFixRmdlyqHQTM/jR07Frm5uZgzZ06lz5Gbm4uhQ4fikUceQf/+/T0e8+GHH2LSpEn4+OOPkZKSAgCYNWsWYmJi9H+//PKLX8/XqlUrvPvuu3j++ecRHR2NtLQ0NGjQAKmpqXpEvFWrVvp5Bw4cWOmfjdxxzriLjY3FqlWr8Oeff+LJJ5/EPffcg4ULF1boHKGMc8asW7duuPrqq9G+fXv06tULn332GerUqYPXXnvN73OEOs4Z72bOnIk2bdrg3HPPrdTjQxXnjNlLL72EJk2aoHnz5rDZbLj99ttx3XXXmTIHwh3nDFUU54xnv/zyC5YtW4YZM2ZgypQpmD17doXPEao4Z8yaNWuGm2++GR07dkROTg7eeust5OTksIFETanp9aHBYOzYsbJevXryr7/+Mm2fP3++x7XGWVlZ8oUXXjBtW7dunUxJSZEPPPCA1+dxFqj93//+Z9peUFAgt2zZov87ceKEzMvLkwDkypUrTcf27NlT3nnnnW7n3rt3rzx27JgsLCyUiqLIjz/+WEop5d9//62fd+fOnVJKKceMGeO2tvqnn36SAOThw4fdzs2aZu44Z3zPGacbbrhB9u/f3+v+cMI549+cGTVqlLz88su97g8nnDPe50xhYaGMi4uTU6ZM8fpzhSPOGe9z5uTJk3Lnzp1S0zQ5YcIE2bJlS68/XzgJtzljxJpmlcM5M9TrmI0ef/xx2bRpU7+ODXWcM0O9jtlo/PjxsmvXrn4dS1WLQTMfNE2TY8eOlRkZGXLz5s1u+53FCT/99FN928aNG92KE+bm5sqUlBT5f//3f16f68MPP5SRkZHyiy++8HtsaWlp8j//+Y++7ejRo6bihJ7MnDlTRkdH+ywq6CycW1RUpG+7//772QjAD5wz/s0Zp+uuu0726tXLr/GHKs4Z/+dMSUmJbNasmbz77rv9Gn+o4pwpf868/fbbMiIiQh48eNCvcYc6zhn/X2eKiopko0aN5P333+/X+ENVuM4ZIwbNKoZzpmIBkEmTJsn69ev7dWyo4pyp2Jzp27evHD58uF/HUtVi0MyHW2+9VcbHx8uFCxeaWr2eOHFCP+aWW26RWVlZ8qeffpLLli2T3bp1k926ddP3r127VtapU0deddVVpnPs379fP2bWrFnSYrHI6dOnm47Jz8/3Ob5nnnlGJiQkyC+//FKuWbNGDh061NQGV0opX375Zbl8+XK5adMmOW3aNBkVFSVfeukln+fNz8+XqampcsyYMTI3N1fOmTPHrS3y6dOn5cqVK+XKlStlenq6HD9+vFy5cqXfnUJCFeeM9znz1FNPye+//17m5eXJ9evXy//85z/SYrHIN954w+/fbyjinPE+ZyZNmiTnzZsn8/Ly5PLly+Xll18uIyMj5bp16/z+/YYizhnvc8apR48e8rLLLiv3dxkuOGe8z5k//vhDzp07V+bl5clFixbJPn36yAYNGoR9x7JwnTNSOjJWVq5cKYcMGSJ79+6tf941cm7r2LGjHD16tFy5ciXfmzhnvM6ZadOmya+++kpu3rxZbt68Wb755psyNjZWTpw40Z9fbcjinPE+Z1588UX5xRdfyC1btsi1a9fKcePGSUVR5I8//ujPr5aqGINmPgDw+O/tt9/Wjzl58qS87bbbZGJiooyOjpbDhw+Xe/bs0fc/8sgjHs9hvLLQq1cvj8dcc801PsenaZp86KGHZGpqqoyIiJAXXHCB3LRpk+mYMWPGyKSkJGmz2WTbtm3le++959fPvnr1atmjRw8ZEREh69atK5955hnT/m3btnkcc7hnDXHOeJ8zEydOlI0bN5aRkZEyMTFRduvWTc6ZM8evc4cyzhnvc+auu+6SWVlZ0mazydTUVDlo0CC5YsUKv84dyjhnvM8ZKcuuQn///fd+nTMccM54nzMLFy6ULVq0kBERETI5OVmOGTNG7tq1y69zh7JwnjP169f3OKbyfj/hnjXEOeN9zkydOlW2atVKRkdHy7i4ONmhQwf5yiuvSLvd7tf5QxXnjPc5M3nyZNmoUSMZGRkpk5KSZO/eveVPP/3k17mp6gkppQQRERERERERERHp2BqIiIiIiIiIiIjIBYNmRERERERERERELhg0IyIiIiIiIiIicsGgGRERERERERERkQsGzYiIiIiIiIiIiFwwaEZEREREREREROSCQTMiIiIiIiIiIiIXDJoRERERERERERG5YNCMiIiIwsq1116LYcOG1fQwgl5RUREaN26M33//HQDw999/QwiBVatW1ezAKmDGjBkYMmRITQ+DiIiIAhSDZkRERBQyhBA+/z366KN46aWX8M4779ToOEMhcDdjxgw0aNAAOTk5AIDMzEzs2bMHrVu3rvQ5fQXeevfujbvuugsLFy4s9//zwoULAQBz585F7969ER8fj5iYGLRt2xaPPfYYDh8+DAC4/vrrsWLFCvzyyy+VHjMRERGFLgbNiIiIKGTs2bNH/zdlyhTExcWZto0fPx7x8fFISEio6aEGNSklpk2bhhtuuEHfpqoq0tLSYLFYqvW5c3JyTP9PL730Ulx44YWmbTk5OZg4cSIuu+wydO7cGd9++y1yc3Px/PPPY/Xq1Xj//fcBADabDaNHj8bUqVOrdcxEREQUnBg0IyIiopCRlpam/4uPj4cQwrQtJibGLcurd+/euOOOO3DXXXchMTERqampeOONN3D8+HFcd911iI2NRePGjfHtt9+anis3NxcDBw5ETEwMUlNTMWbMGBw8eFDf/+mnn6JNmzaIiopCcnIy+vbti+PHj+PRRx/Fu+++iy+//NItM+q+++5D06ZNER0djYYNG+Khhx5CcXGxfs5HH30U7du3x1tvvYWsrCzExMTgtttug91ux7PPPou0tDSkpKTgySefNI1VCIFXX30VAwcORFRUFBo2bIhPP/1U319UVITbb78d6enpiIyMRP369fH00097/T0vX74ceXl5GDx4sL7NNUvMmRE2f/58dOrUCdHR0cjJycGmTZv8/v/pic1mM/0/jYqKQkREhGnbqlWr8NRTT+H555/Hc889h5ycHGRnZ6Nfv36YO3currnmGv18Q4YMwVdffYWTJ0+e0biIiIgo9DBoRkRERGHv3XffRe3atbF06VLccccduPXWW3HJJZcgJycHK1asQP/+/TFmzBicOHECAJCfn48+ffqgQ4cOWLZsGb777jvs27cPl156KQBHxtsVV1yB66+/Hhs2bMDChQsxYsQISCkxfvx4t+wo5xLH2NhYvPPOO1i/fj1eeuklvPHGG3jxxRdNY83Ly8O3336L7777DrNnz8bMmTMxePBg7Ny5Ez///DMmT56MBx98EEuWLDE97qGHHsLIkSOxevVqXHnllbj88suxYcMGAMDUqVPx1Vdf4eOPP8amTZswa9YsZGdne/19/fLLL2jatCliY2PL/d1OnDgRzz//PJYtWwaLxYLrr7/e7/8vlTVr1iw9oOiJMdOwU6dOKCkpcft9EREREVVv/jwRERFREGjXrh0efPBBAMD999+PZ555BrVr18aNN94IAHj44Yfx6quvYs2aNejatSumTZuGDh064KmnntLP8dZbbyEzMxObN29GYWEhSkpKMGLECNSvXx8A0KZNG/3YqKgonD59GmlpaaZxOMcAANnZ2Rg/fjzmzJmDCRMm6Ns1TcNbb72F2NhYtGzZEueffz42bdqEb775BoqioFmzZpg8eTIWLFiALl266I+75JJL8K9//QsA8Pjjj+OHH37Ayy+/jFdeeQXbt29HkyZN0KNHDwgh9DF7888//yAjI8Ov3+2TTz6JXr16AQD+/e9/Y/DgwTh16hQiIyP9enxlbNmyBQ0bNoTVai332OjoaMTHx+Off/6ptvEQERFRcGLQjIiIiMJe27Zt9duqqiI5OdkU5EpNTQUA7N+/HwCwevVqLFiwADExMW7nysvLQ//+/XHBBRegTZs2GDBgAPr3749Ro0YhMTHR5zg++ugjTJ06FXl5eXrgLS4uznRMdna2KcMrNTUVqqpCURTTNudYnbp16+Z237mU8tprr0W/fv3QrFkzXHjhhbjooovQv39/r+M8efKk30Ev4+82PT0dgOP3mJWV5dfjK0NKWaHjo6Ki9CxCIiIiIicuzyQiIqKw55qRJIQwbRNCAHBkeQFAYWEhhgwZglWrVpn+bdmyBT179oSqqvjhhx/w7bffomXLlnj55ZfRrFkzbNu2zesYFi9ejCuvvBKDBg3C//73P6xcuRITJ05EUVFRhcbq3OYcqz/OOeccbNu2DY8//jhOnjyJSy+9FKNGjfJ6fO3atXHkyBG/zu3r9+jKGSA8evSo2778/HzEx8f79ZxNmzbFX3/9ZaoH58vhw4dRp04dv44lIiKi8MGgGREREVEFnXPOOVi3bh2ys7PRuHFj079atWoBcASIunfvjkmTJmHlypWw2Wz4/PPPATiK2dvtdtM5f//9d9SvXx8TJ05Ep06d0KRJkypdMvjHH3+43W/RooV+Py4uDpdddhneeOMNfPTRR5g7dy4OHz7s8VwdOnTAxo0bK5zRVZ6kpCTUrl0by5cvN20vKCjA1q1b0bRpU7/OM3r0aBQWFuKVV17xuD8/P1+/nZeXh1OnTqFDhw6VHjcRERGFJi7PJCIiIqqgsWPH4o033sAVV1yBCRMmICkpCVu3bsWcOXPw5ptvYtmyZZg/fz769++PlJQULFmyBAcOHNCDVNnZ2Zg3bx42bdqE5ORkxMfHo0mTJti+fTvmzJmDzp074+uvv9aDbFXhk08+QadOndCjRw/MmjULS5cuxcyZMwEAL7zwAtLT09GhQwcoioJPPvkEaWlppoL5Rueffz4KCwuxbt06tG7dusrGCAD33HMPnnrqKaSmpqJr1644dOgQHn/8cdSpUwcjRozw6xxdunTBhAkTcO+992LXrl0YPnw4MjIysHXrVsyYMQM9evTAuHHjADiaGjRs2BCNGjWq0p+DiIiIgh+DZkREREQVlJGRgd9++w333Xcf+vfvj9OnT6N+/fq48MILoSgK4uLisGjRIkyZMgUFBQWoX78+nn/+eQwcOBAAcOONN2LhwoXo1KkTCgsLsWDBAlx88cW4++67cfvtt+P06dMYPHgwHnroITz66KNVMuZJkyZhzpw5uO2225Ceno7Zs2ejZcuWABxdO5999lls2bIFqqqic+fOemMBT5KTkzF8+HDMmjULTz/9dJWMz2nChAmIiYnB5MmTkZeXh6SkJHTv3h0LFixAVFSU3+eZPHkyOnbsiOnTp2PGjBnQNA2NGjXCqFGjcM011+jHzZ49W2/4QERERGQkZFXn1RMRERFRQBFC4PPPP8ewYcOq7Jxr1qxBv379kJeX57EhQjBYt24d+vTpg82bN/tdL42IiIjCB2uaEREREVGFtW3bFpMnT/bZ3CDQ7dmzB++99x4DZkREROQRM82IiIiIQlx1ZJoRERERhTrWNCMiIiIKcbxGSkRERFRxXJ5JRERERERERETkgkEzIiIiIiIiIiIiFwyaERERERERERERuWDQjIiIiIiIiIiIyAWDZkRERERERERERC4YNCMiIiIiIiIiInLBoBkREREREREREZELBs2IiIiIiIiIiIhc/D+BUrzc3JC89QAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"dataset.make_plot(obstype=target,\n",
" colorby='label',\n",
" title='Timeseries after QC pipeline is applied on temperature')"
]
},
{
"cell_type": "markdown",
"id": "16",
"metadata": {},
"source": [
"If you are interested in the performance of the applied QC, you can use the ``get_qc_stats()`` method to get an overview of the frequency statistics."
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "17",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"\n",
" \n",
" "
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"image/png": 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",
"text/plain": [
""
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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+x/bt283+gL99+3aO6rifnZ0d06ZN4+2336ZEiRK88MILtG/fnn79+lGyZMlHru/8+fMAxlte8rLNqKgoIPPXTLVq1di0aRN37tzBycnpkePOzNmzZwFo3rx5pvsfXGHL3t7e7PfAzc2NsmXLmt365ebmlmlC7LnnnjN57OzsTKlSpYiMjMwyztxclwd/F4oUKQJAXFxcrlYOy5CUlASYJqfz4jW7ePFiPv/8cyIiIkhPTzduv/89KSe/Wzl9v3pcGa+d7G6PvX37NkWKFKF169a4ubmxbNkygoODgXu3jvn7+xtvwTt37hxKKcaPH8/48eOzjL1MmTJ5Er8QQoj8Q5JCQghRCLm5uVG6dGnCw8OzLRceHk7ZsmWxtbXF1taW0qVLc/z48ScWV2YrjRkMBlq0aMG7776b6TEZf9Q8Co1Gg1LKbLterzdr29PT02TEzv0e/MPv/vl/7pdZWw/Tr18/pk+fzm+//UbPnj35+eefad++PW5ubtke5+npSVhYGJs2beKPP/7gjz/+YOHChfTr14/Fixdne2x8fDxNmzbF1dWVKVOm4OPjg729PYcPH+a9994zjjx4VKNHj6ZDhw789ttvbNq0ifHjx/PJJ5+wfft2ateunas682Objyrjei5ZsiTTZJW1tWk3LavXV16+7vLKk4op4/2nUqVKQN68Zn/66SdCQkJ4+eWXeeedd/D09MTKyopPPvnEmISEnP1uPYn3q8xknNf06dONcx49KCNBbmdnx8svv8yaNWv49ttvuXHjBrt372bq1Klm9Y0ZM8ZstGaGjGsuhBDi2SJJISGEKKQ6dOjAd999x65du2jUqJHZ/p07dxIZGclbb71l3Na+fXvmzZvH3r17qV+//lOJ08fHh6SkJF588cVsy3l5ebFt2zaSkpJMRgudPn3arGyRIkUyvbUmY0TE/W1v3bqVhg0bZpqwyg0fH58cJdZq1qxJ7dq1Wbp0KWXLluXSpUt8/fXXOWrD1taWDh060KFDBwwGA6+99hrfffcd48ePp1KlSllOKBwaGkpMTAyrV6+mSZMmxu0XL140K5vdpMSZ8fHx4e233+btt9/m7Nmz+Pv78/nnn/PTTz89Un0+Pj7AveTAw14TD2vzQV5eXkDmr5mIiAg8PDxyNUooq3PLOBdPT8+HnkteOXv2LM2aNTM+TkpK4vr167Rt2zbLY57UdcmNJUuWoNFoaNGiBZA3r9mVK1dSsWJFVq9ebVJm4sSJZmUf9ruV0/erR/39eVDGa8fV1TVHr51XXnmFxYsXs23bNk6dOoVSynjrGEDFihUBsLGxeWqvRSGEEPmDzCkkhBCF1JgxY3B0dGTo0KHExMSY7IuNjWXYsGG4uroycuRI4/Z3330XJycnBg8ezI0bN8zqPH/+PF9++WWextm9e3f27t3Lpk2bzPbFx8ej0+kAaNu2LTqdjjlz5hj36/X6TBMpPj4+REREcOvWLeO2o0ePsnv3brO29Xo9H374oVkdOp2O+Pj4Rz6fLl26cPToUdasWWO278FRFBkrLc2aNYtixYrRpk2bh9b/4HOp1WqNqxqlpqYCGP+AfzD+jNEd98eRlpZmXH3ufk5OTjm6NSc5Odl462EGHx8fXFxcjPFk1JeT6/n8889ToUIFZs2aZVY+I+6ctvmgUqVK4e/vz+LFi03qPn78OJs3b842cZKdrK53q1atcHV1ZerUqSa3LGW4//WZV+bNm2fS1pw5c9DpdNm+tp7UdXlUn376KZs3b+aVV14x3gaXF6/ZzOrYv38/e/fuNSmXk9+tnL5fOTo6GrflRkBAAD4+PsyYMcN4S939HnztvPjiixQtWpRly5axbNky6tata3JrnKenJ0FBQXz33Xdcv379ofU9KDo6moiICJKTk3N1PkIIISxHRgoJIUQhValSJX788Ud69uyJr68vgwYNokKFCkRGRvL9998TFxfHr7/+avKHg4+PDz///DOvvPIK1apVo1+/ftSsWZO0tDT27NnDihUrCAkJydM433nnHdatW0f79u2Ny7vfuXOHY8eOsXLlSiIjI/Hw8KBDhw40bNiQsWPHEhkZSfXq1Vm9enWmfwQOHDiQL774glatWjFo0CBu3rzJ3LlzqVGjhsmcJE2bNmXo0KF88sknhIWF0bJlS2xsbDh79iwrVqzgyy+/pGvXro98PitXrqRbt24MHDiQgIAAYmNjWbduHXPnzqVWrVrGsr169eLdd99lzZo1DB8+3GSC4KwMHjyY2NhYmjdvTtmyZYmKiuLrr7/G39/fuAy6v78/VlZWTJs2jdu3b2NnZ0fz5s1p0KABRYoUoX///owaNQqNRsOSJUsyveUnICCAZcuW8dZbb1GnTh2cnZ3p0KGDWbkzZ84QHBxM9+7dqV69OtbW1qxZs4YbN27Qo0cPk/rmzJnDRx99RKVKlfD09Mx0rh2tVsucOXPo0KED/v7+DBgwgFKlShEREcGJEyfYtGlTjtvMzPTp02nTpg3169dn0KBBxqXX3dzcmDRp0kOvf2ayut6enp7MmTOHvn378vzzz9OjRw+KFy/OpUuX2LBhAw0bNmT27Nm5ajMraWlpxmtz+vRpvv32Wxo1akTHjh2zPe5JXJes6HQ642iuu3fvEhUVxbp16wgPD6dZs2bMmzfPWDYvXrPt27dn9erVdOrUiXbt2nHx4kXmzp1L9erVTRIuOfndyun7lYODA9WrV2fZsmVUrlyZokWLUrNmzWznyrqfVqtlwYIFtGnThho1ajBgwADKlCnD1atX2bFjB66urvz+++/G8jY2NnTu3Jlff/2VO3fuMGPGDLM6v/nmGxo1aoSvry9DhgyhYsWK3Lhxg71793LlyhWOHj2aZTyzZ89m8uTJ7Nixg6CgoBydgxBCiHzCImueCSGEyDeOHTumevXqpUqWLKm0Wq0ClL29vTpx4kSWx5w5c0YNGTJEeXt7K1tbW+Xi4qIaNmyovv76a5PljDOT3ZL07dq1y/SYxMRE9f7776tKlSopW1tb5eHhoRo0aKBmzJhhsrx2TEyM6tu3r3J1dVVubm6qb9++xiWs71+SXimlfvrpJ1WxYkVla2ur/P391aZNm8yWpM8wb948FRAQoBwcHJSLi4vy9fVV7777rrp27dpD42/atKnZUusxMTFq5MiRqkyZMsrW1laVLVtW9e/fX0VHR5sd37ZtWwWoPXv2ZHptHrRy5UrVsmVL5enpqWxtbVX58uXV0KFD1fXr103KzZ8/X1WsWFFZWVmZLC+9e/du9cILLygHBwdVunRp9e6776pNmzaZLUGdlJSkevXqpdzd3RVgvG4PLkkfHR2tRowYoapWraqcnJyUm5ubqlevnlq+fLlJPP/++69q166dcnFxUYDxmmW1/PWuXbtUixYtlIuLi3JyclJ+fn7q66+/fqQ2s7J161bVsGFD5eDgoFxdXVWHDh3UyZMnTco8ypL0SmV9vTPqatWqlXJzc1P29vbKx8dHhYSEqEOHDhnLZLVUe9OmTVWNGjXMtj/4esxYkv6vv/5Sr776qipSpIhydnZWvXv3NllmPjs5uS5Z/X5ntH/x4sVs2+jfv78CjP8cHR2Vt7e36tKli1q5cqXS6/Vmxzzua9ZgMKipU6cqLy8vZWdnp2rXrq3Wr19v9n6Q09+tnL5f7dmzRwUEBChbW9uHLk+f1e/BkSNHVOfOnVWxYsWUnZ2d8vLyUt27d1fbtm0zq2PLli0KUBqNRl2+fDnTds6fP6/69eunSpYsqWxsbFSZMmVU+/bt1cqVK7ONJeN5l2XqhRCi4NEoZcFZCIUQQuQ7P/74IyEhIfTp04cff/zR0uE8tsjISCpUqMDChQvzfBTT09CpUyeOHTvGuXPnLB2KKMAWLVrEgAEDOHjwIIGBgZYORwghhBD5hNw+JoQQwkS/fv24fv06Y8eOpWzZsiYr1Iin6/r162zYsIFx48ZZOhQhhBBCCPEMkqSQEEIIM++99x7vvfeepcMotC5evMju3btZsGABNjY2DB061NIhCSGEEEKIZ5CsPiaEEELkM3/99Rd9+/bl4sWLLF68mJIlS1o6JCGEEEII8QySOYWEEEIIIYQQQgghCiEZKSSEEEIIIYQQQghRCElSSAghhBBCCCGEEKIQkqSQEEIIIYQQQgghRCEkSSEhhBBCCCGEEEKIQkiSQkIIIYQQQgghhBCFkCSFhBBCCCGEEEIIIQohSQoJIYQQQgghhBBCFEKSFBJCCCGEEEIIIYQohCQpJIQQQgghhBBCCFEISVJICCGEEEIIIYQQohCSpJAQQgghhBBCCCFEISRJISGEEEIIIYQQQohCSJJCQgghhBBCCCGEEIWQJIWEEEIIIYQQQgghCiFJCgkhhBBCCCGEEEIUQpIUEkIIIYQQQgghhCiEJCkkhBBCCCGEEEIIUQhJUkgIIYQQQgghhBCiEJKkkBBCCCGEEEIIIUQhJEkhIYQQQgghhBBCiEJIkkJCCCGEEEIIIYQQhZAkhYQQQgghhBBCCCEKIUkKCSGEEEIIIYQQQhRCkhQSQgghhBBCCCGEKIQkKSSEEEIIIYQQQghRCElSSAghhBBCCCGEEKIQkqSQEEIIIYQQQgghRCEkSSEhhBBCCCGEEEKIQkiSQkIIIYQQQgghhBCFkCSFhBBCCCGEEEIIIQohSQoJIYQQQgghhBBCFEKSFBJCCCGEEEIIIYQohCQpJIQQQgghhBBCCFEISVJICCGEEEIIIYQQohCSpJAQQgghhBBCCCFEISRJISGEEEIIIYQQQohCSJJCQgghhBBCCCGEEIWQJIWEEEIIIYQQQgghCiFJCgkhhBBCCCGEEEIUQpIUEkIIIYQQQgghhCiEJCkkhBBCCCGEEEIIUQhJUkgIIYQQQgghhBCiEJKkkBBCCCGEEEIIIUQhJEkhIYQQQgghhBBCiEJIkkJCCCGEEEIIIYQQhZAkhYQQQgghhBBCCCEKIUkKCSGEEEIIIYQQQhRCkhQSQgghhBBCCCGEKIQkKSSEEEIIIYQQQghRCElSSAghhBBCCCGEEKIQkqSQEEIIIYQQQgghRCEkSSEhhBBCCCGEEEKIQkiSQkIIIYQQQgghhBCFkCSFhBBCCCGEEEIIIQohSQoJIYQQQgghhBBCFEKSFBJCCCGEEEIIIYQohCQpJIQQQgghhBBCCFEISVJICCGEEEIIIYQQohCSpJAQQgghhBBCCCFEISRJISGecZGRkWg0GmbMmJFndYaGhqLRaAgNDX1o2YMHD9KgQQOcnJzQaDSEhYXlWRzPCm9vb0JCQiwdhhBCCPHMWbRoERqNhsjISOO2oKAggoKCLBZTfpDRP1y0aJHJ9j///BN/f3/s7e3RaDTEx8cTEhKCt7d3nrW9ZMkSqlatio2NDe7u7nlW77Miq+dGiCdFkkJC5EMZHZhDhw5ZOpTHkp6eTrdu3YiNjWXmzJksWbIELy8vS4clhBBCCAs5ceIEffr0oUyZMtjZ2VG6dGl69+7NiRMnHqveqVOn8ttvv+VNkIVUTEwM3bt3x8HBgW+++YYlS5bg5OSUp21EREQQEhKCj48P8+fPZ968eXlavxDi0VlbOgAhxLPr/PnzREVFMX/+fAYPHmzpcPKt06dPo9VKjl4IIcSzbfXq1fTs2ZOiRYsyaNAgKlSoQGRkJN9//z0rV67k119/pVOnTrmqe+rUqXTt2pWXX375oWU3b96cqzaeJV5eXqSkpGBjY2PcdvDgQRITE/nwww958cUXjdvnz5+PwWDIk3ZDQ0MxGAx8+eWXVKpUKU/qfNZk9twI8SRJUkgI8cTcvHkTIEdDg+/cuZPn30YVFHZ2dpYOQQghhHiizp8/T9++falYsSJ///03xYsXN+574403aNy4MX379iU8PJyKFSs+0VhsbW3zrC6DwUBaWhr29vZ5VufToNFozGLOqt+Wl8mJnPYNlVLcvXsXBweHPGu7oMjsuRHiSZKvpoUooNLS0pgwYQIBAQG4ubnh5ORE48aN2bFjR5bHzJw5Ey8vLxwcHGjatCnHjx83KxMREUHXrl0pWrQo9vb2BAYGsm7dukeOLyQkhKZNmwLQrVs3NBqN8f79kJAQnJ2dOX/+PG3btsXFxYXevXsD9zpXs2bNokaNGtjb21OiRAmGDh1KXFycSf1KKT766CPKli2Lo6MjzZo148SJE2bz80yaNAmNRmMWX2ZzDAD88ccfNG7cGCcnJ1xcXGjXrp3ZkPaM+K9evcrLL7+Ms7MzxYsXZ8yYMej1epOyGd+G+fr6Ym9vT/HixWndurXJrYGZzSkUHx/P6NGjKVeuHHZ2dlSqVIlp06aZfVP366+/EhAQgIuLC66urvj6+vLll19m/qQIIYQQFjJ9+nSSk5OZN2+eSUIIwMPDg++++447d+7w2WefGbdnNZfNg5/tGo2GO3fusHjxYjQaDRqNJtu5+jKbUyg1NZWJEydSqVIl7OzsKFeuHO+++y6pqakm5TQaDSNHjmTp0qXUqFEDOzs7/vzzzyzbOnToEK1atcLDwwMHBwcqVKjAwIEDjfvvn/sxL/tp8fHxvPnmm3h7e2NnZ0fZsmXp168f0dHRJu1mzFsTFBRE//79AahTp47JNczsechJ/+ZB3t7eTJw4EYDixYuj0WiYNGmScV/79u3ZtGkTgYGBODg48N133xnPJSd9ooz5j9zc3HB3d6d///6EhYWZzc+T1ZxSWZ1nTvqlGfHv2rWLunXrYm9vT8WKFfnxxx/N2nnU5yZDTp779PR0Jk+ezHPPPYe9vT3FihWjUaNGbNmyJdPnRAiQkUJCFFgJCQksWLCAnj17MmTIEBITE/n+++9p1aoVBw4cwN/f36T8jz/+SGJiIiNGjODu3bt8+eWXNG/enGPHjlGiRAng3n3+DRs2pEyZMowdOxYnJyeWL1/Oyy+/zKpVqx5pSPfQoUMpU6YMU6dOZdSoUdSpU8fYDoBOp6NVq1Y0atSIGTNm4OjoaDxu0aJFDBgwgFGjRnHx4kVmz57NkSNH2L17t/HbqgkTJvDRRx/Rtm1b2rZty+HDh2nZsiVpaWm5vqZLliyhf//+tGrVimnTppGcnMycOXNo1KgRR44cMeko6PV6WrVqRb169ZgxYwZbt27l888/x8fHh+HDhxvLDRo0iEWLFtGmTRsGDx6MTqdj586d7Nu3j8DAwEzjSE5OpmnTply9epWhQ4dSvnx59uzZw/vvv8/169eZNWsWAFu2bKFnz54EBwczbdo0AE6dOsXu3bt54403cn0dhBBCiLz2+++/4+3tTePGjTPd36RJE7y9vdmwYcMj171kyRIGDx5M3bp1efXVVwHw8fHJ8fEGg4GOHTuya9cuXn31VapVq8axY8eYOXMmZ86cMZuraPv27SxfvpyRI0fi4eGR5STMN2/epGXLlhQvXpyxY8fi7u5OZGQkq1evNiubl/20pKQkGjduzKlTpxg4cCDPP/880dHRrFu3jitXruDh4WHW/rhx46hSpQrz5s1jypQpVKhQIdtrmJv+zaxZs/jxxx9Zs2YNc+bMwdnZGT8/P+P+06dP07NnT4YOHcqQIUOoUqVKjvtESileeukldu3axbBhw6hWrRpr1qwxJrpyK6f9UoBz587RtWtXBg0aRP/+/fnhhx8ICQkhICCAGjVqALl7biDnz/2kSZP45JNPjL8PCQkJHDp0iMOHD9OiRYvHuhbiGaaEEPnOwoULFaAOHjyYZRmdTqdSU1NNtsXFxakSJUqogQMHGrddvHhRAcrBwUFduXLFuH3//v0KUG+++aZxW3BwsPL19VV37941bjMYDKpBgwbqueeeM27bsWOHAtSOHTuyPY+McitWrDDZ3r9/fwWosWPHmmzfuXOnAtTSpUtNtv/5558m22/evKlsbW1Vu3btlMFgMJb74IMPFKD69+9v3DZx4kSV2VtdxjW+ePGiUkqpxMRE5e7uroYMGWJS7t9//1Vubm4m2zPinzJliknZ2rVrq4CAAOPj7du3K0CNGjXKrP374/by8jKJ+cMPP1ROTk7qzJkzJseMHTtWWVlZqUuXLimllHrjjTeUq6ur0ul0ZvULIYQQ+UV8fLwC1EsvvZRtuY4dOypAJSQkKKXufd56eXmZlcvss93JycnkszTDg5/3SinVtGlT1bRpU+PjJUuWKK1Wq3bu3Gly7Ny5cxWgdu/ebdwGKK1Wq06cOJHtuSil1Jo1ax7an3sS/bQJEyYoQK1evdqsvYz+R0a7CxcuNO7Lqv/54POQ0/5NZjKeu1u3bpls9/LyUoD6888/TbbntE/022+/KUB99tlnxjI6nU41btzY7DwffP6zOs+c9kvvj//vv/82brt586ays7NTb7/9tnFbbp+bnD73tWrVUu3atTOrW4jsyO1jQhRQVlZWxnviDQYDsbGx6HQ6AgMDOXz4sFn5l19+mTJlyhgf161bl3r16rFx40YAYmNj2b59O927dycxMZHo6Giio6OJiYmhVatWnD17lqtXr+bpOdw/ogZgxYoVuLm50aJFC2P70dHRBAQE4OzsbLw1buvWraSlpfH666+bDB8fPXp0rmPZsmUL8fHx9OzZ06RtKysr6tWrl+ltecOGDTN53LhxYy5cuGB8vGrVKjQajXGo9P0yu6Utw4oVK2jcuDFFihQxieXFF19Er9fz999/A/fux79z544MCRZCCJGvJSYmAuDi4pJtuYz9CQkJTzym+61YsYJq1apRtWpVk8/d5s2bA5j1AZo2bUr16tUfWm/GvDnr168nPT0927J52U9btWoVtWrVynSEd3b9j5zKbf/mYSpUqECrVq1MtuW0T7Rx40asra1N+pZWVla8/vrruY4np/3SDNWrVzcZCVe8eHGqVKli1jd81OfmUZ57d3d3Tpw4wdmzZ3N93qLwkdvHhCjAFi9ezOeff05ERIRJZ6NChQpmZZ977jmzbZUrV2b58uXAvSGvSinGjx/P+PHjM23v5s2bJh2Wx2FtbU3ZsmVNtp09e5bbt2/j6emZZfsAUVFRgPk5FS9enCJFiuQqnowPz4wO4INcXV1NHmfcP3+/IkWKmNxjfv78eUqXLk3RokUfOZbw8HCz+jNkXIfXXnuN5cuX06ZNG8qUKUPLli3p3r07rVu3fqT2hBBCiCcpI9mTkRzKSk6TR3nt7NmznDp16qGfuxky62dlpmnTpnTp0oXJkyczc+ZMgoKCePnll+nVq5fZIhN52U87f/48Xbp0yVGMuZHb/s3DZHZdc9onioqKolSpUjg7O5vsr1KlSq7jyWm/NEP58uXNymTWN3zU5+ZRnvspU6bw0ksvUblyZWrWrEnr1q3p27evyW16QjxIkkJCFFA//fQTISEhvPzyy7zzzjt4enpiZWXFJ598wvnz5x+5vozJ+saMGWP2LU2GvFw61M7OzmwZdoPBgKenJ0uXLs30mKw6BNnJ6luXzCaEhnvzEpQsWdKsvLW16dullZXVI8eSUwaDgRYtWvDuu+9mur9y5coAeHp6EhYWxqZNm/jjjz/4448/WLhwIf369WPx4sVPLD4hhBDiUbi5uVGqVCnCw8OzLRceHk6ZMmWMX8Tk9DP8cRkMBnx9ffniiy8y3V+uXDmTxzldEUuj0bBy5Ur27dvH77//zqZNmxg4cCCff/45+/btM0tgPCxGeHr9NEvI7LrmtE/0KDQaDUops+2Z9Q0fpV+aVd8ws7YexaM8902aNOH8+fOsXbuWzZs3s2DBAmbOnMncuXMZPHjwY8Uhnl2SFBKigFq5ciUVK1Zk9erVJp2mzIbyApkOIz1z5oxxcsSM5V9tbGx48cUX8z7gHPDx8WHr1q00bNgw2w6Xl5cXcO+c7l+29tatW2arQWSMHIqPjzdZ/jRjtNH9bcO9REtenb+Pjw+bNm0iNjb2kb5N8/HxISkpKUdx2Nra0qFDBzp06IDBYOC1117ju+++Y/z48QW+cyiEEOLZ0b59e+bPn8+uXbto1KiR2f6dO3cSGRnJ0KFDjduKFClCfHy8WdkHP8Ph8W5b8vHx4ejRowQHB+fJ7VUPeuGFF3jhhRf4+OOP+fnnn+nduze//vqryR/pedlP8/HxyXTlsryS2/5NbtvKSZ/Iy8uLbdu2kZSUZJJsO336tFnZIkWKmNzSlSGzvmFO+qWPIjfPzaP20YsWLcqAAQMYMGAASUlJNGnShEmTJklSSGRJ5hQSooDK+Dbi/m8f9u/fz969ezMt/9tvv5nMCXTgwAH2799PmzZtgHvJkKCgIL777juuX79udvytW7fyMvxMde/eHb1ez4cffmi2T6fTGTuGL774IjY2Nnz99dcm55+xAsX9MpI9GfecA8Zla+/XqlUrXF1dmTp1aqb3/efm/Lt06YJSismTJ5vty+5bo+7du7N37142bdpkti8+Ph6dTgdATEyMyT6tVmscHvzgErpCCCGEJb3zzjs4ODgwdOhQs8+v2NhYhg0bhqOjI++8845xu4+PD7dv3zYZYXT9+nXWrFljVr+Tk1OmCaSc6N69O1evXmX+/Plm+1JSUrhz506u6o2LizP7vM9YHfbBz+m87Kd16dKFo0ePZnqdHnfUSkb9uenf5EZO+0Rt27ZFp9MxZ84c4369Xs/XX39tdpyPjw8REREm1+zo0aPs3r3brO2c9EsfRW6em0d57h/83XJ2dqZSpUrSLxTZkpFCQuRjP/zwA3/++afZ9jfeeIP27duzevVqOnXqRLt27bh48SJz586levXqJCUlmR1TqVIlGjVqxPDhw0lNTWXWrFkUK1bMZDjuN998Q6NGjfD19WXIkCFUrFiRGzdusHfvXq5cucLRo0ef6Pk2bdqUoUOH8sknnxAWFkbLli2xsbHh7NmzrFixgi+//JKuXbtSvHhxxowZwyeffEL79u1p27YtR44c4Y8//jBbyrNly5aUL1+eQYMG8c4772BlZcUPP/xA8eLFuXTpkrGcq6src+bMoW/fvjz//PP06NHDWGbDhg00bNiQ2bNnP9L5NGvWjL59+/LVV19x9uxZWrdujcFgYOfOnTRr1oyRI0dmetw777zDunXraN++vXEp0zt37nDs2DFWrlxJZGQkHh4eDB48mNjYWJo3b07ZsmWJiori66+/xt/fn2rVqj36EyCEEEI8Ic899xyLFy+md+/e+Pr6MmjQICpUqEBkZCTff/890dHR/PLLLybLoPfo0YP33nuPTp06MWrUKJKTk5kzZw6VK1c2W1QjICCArVu38sUXX1C6dGkqVKhAvXr1chRb3759Wb58OcOGDWPHjh00bNgQvV5PREQEy5cvZ9OmTVkus56dxYsX8+2339KpUyd8fHxITExk/vz5uLq60rZtW5OyedlPe+edd1i5ciXdunVj4MCBBAQEEBsby7p165g7dy61atV65HO5X277N7mR0z5Rhw4daNiwIWPHjiUyMpLq1auzevVqbt++bVbnwIED+eKLL2jVqhWDBg3i5s2bzJ07lxo1aphMcp7Tfumjnk9unpucPvfVq1cnKCiIgIAAihYtyqFDh1i5cmWePifiGWSJJc+EENnLWBI0q3+XL19WBoNBTZ06VXl5eSk7OztVu3ZttX79erPlNDOWtZw+fbr6/PPPVbly5ZSdnZ1q3LixOnr0qFnb58+fV/369VMlS5ZUNjY2qkyZMqp9+/Zq5cqVxjJ5sSS9k5NTlsfNmzdPBQQEKAcHB+Xi4qJ8fX3Vu+++q65du2Yso9fr1eTJk1WpUqWUg4ODCgoKUsePHzdb3l0ppf755x9Vr149ZWtrq8qXL6+++OKLTJeozYi5VatWys3NTdnb2ysfHx8VEhKiDh069ND4M1siV6fTqenTp6uqVasqW1tbVbx4cdWmTRv1zz//GMtkFnNiYqJ6//33VaVKlZStra3y8PBQDRo0UDNmzFBpaWlKKaVWrlypWrZsqTw9PY3nNnToUHX9+vUsr60QQghhSeHh4apnz56qVKlSysbGRpUsWVL17NlTHTt2LNPymzdvVjVr1lS2traqSpUq6qeffsr08zYiIkI1adJEOTg4KMD4uZqTJemVUiotLU1NmzZN1ahRQ9nZ2akiRYqogIAANXnyZHX79m1jOUCNGDEiR+d6+PBh1bNnT1W+fHllZ2enPD09Vfv27U36FE+in6aUUjExMWrkyJGqTJkyytbWVpUtW1b1799fRUdHm7SbmyXplcpZ/yYz2S1Jn9VS6jnpE2Wcc9++fZWrq6tyc3NTffv2VUeOHDE7T6WU+umnn1TFihWVra2t8vf3V5s2bcr0PJXKWb80q/gze63l5rlRKmfP/UcffaTq1q2r3N3dlYODg6patar6+OOPTa6TEA/SKJXHY/yEEMKCvL29CQoKYtGiRZYORQghhBAiW5GRkVSoUIHp06czZswYS4fzzMm4vgsXLiQkJMTS4QiRL8mcQkIIIYQQQgghhBCFkCSFhBBCCCGEEEIIIQohSQoJIYQQQgghhBBCFEIyp5AQQgghhBBCCCFEISQjhYQQQgghhBBCCCEKIUkKCSGEEEIIIYQQQhRCkhQSQgghhBBCCCGEKIQkKSSEEEIIIYQQQghRCElSSAghhBBCCCGEEKIQkqSQEEIIIYQQQgghRCEkSSEhhBBCCCGEEEKIQkiSQkIIIYQQQgghhBCFkCSFhBBCCCGEEEIIIQohSQoJIYQQQgghnrhr167Ru3fvx65n1qxZpKWl5UFEjy40NJQDBw4YH4eEhLB+/XoA2rZtS0pKikXiEkKI3JKkkBBCCCGEEOKJK126NEuXLn3sevJTUuh+GzduxMHBIUf1GAyGXLWv1+tzdZwQQmRFkkJCCCGEEEKIJy4yMpLAwEAAFi1aRPfu3WnRogWVKlXi888/Nyuv1+vp06cP1atXx9fXl4ULF/LNN99w7do1GjRoQMeOHQHYtGkT9evXp3bt2vTp08eYMPLw8GDEiBHUqFGDdu3akZCQYNbGhQsXCAoKws/Pj44dOxIbGwtAUFAQx48fB+D48eMEBQVx+fJl5s6dy6effoq/vz9hYWEmdXl7e5OUlATAkiVLqFOnDrVq1eKtt94ynr+vry89evSgevXqZqOK5s6dS+XKlWnYsCE9evRg9uzZxnrHjh1L7dq12b59O9OmTaNmzZr4+voak2yhoaF07drVWFfXrl0JDQ3N8XUQQhRekhQSQgghhBBCPHXh4eGsWbOGQ4cO8dlnn5mN/gkLC+PixYucPHmSY8eO0blzZ0aMGEHp0qXZs2cP69atIzo6munTp7N9+3aOHDlCxYoVmT9/PgAxMTE0b96cEydO4OfnxxdffGEWw6hRo3jttdcIDw+nYcOGTJo0Kct4y5Urx7Bhwxg7dixhYWH4+/tnWu7UqVOsXbuWvXv3cvToUaKjo9mwYYNx3wcffEBERITJqKKrV68yY8YMDh48yObNmzly5IhZ20eOHMHd3Z3ly5dz6NAh/vrrLyZMmMC1a9eyvc45uQ5CiMJLkkJCCCGEEEKIp65FixY4Ozvj7u5O6dKluXHjhsn+ihUrcu3aNUaMGMHmzZtxc3Mzq2Pfvn2Eh4dTv359/P39WbFiBRcvXgTAzs6Ozp07A9CzZ0927dpldvzBgwfp1q0bAH379mXnzp2PfV7btm1j3759BAYG4u/vz759+zh37hwAlStXxs/PL9M4goODcXNzw8nJifbt25vsz4hx9+7ddOnSBXt7e4oWLUpwcDAHDx7MNp6cXAchROFlbekAhBBCCCGEEIWPnZ2d8WcrKyuz+XKKFCnCsWPH2LhxIzNnzmTz5s3MmDHDpIzBYKBdu3YsXLgw27Y0Gg0ajSbT7ZmxtrY2zvuTmpqao/O5P6YhQ4YwceJEk+2RkZE4OjpmeoxSKts6szouw/3xQtYxZ3UdhBCFl4wUEkIIIYQQQuQ70dHRGAwGunfvzqRJk4xz+Li4uJCYmAhA/fr12bFjB1FRUQAkJCQYRwqlpqaydu1aAJYtW0ajRo3M2ggMDGTVqlUALF26lCZNmgDg5eVlbG/16tXG8ve3nZXg4GCWLVtGTEwMADdv3uT69evZHlOnTh22b99OQkICycnJxtvNHtSoUSNWr15NamoqcXFxbN++nbp161K+fHlOnjyJTqfjxo0b7Nmzx3hMTq6DEKLwkpFCQgghhBBCiHzn6tWrhISEYDAYsLa2ZtasWQAMGTKEZs2aUblyZdatW8f8+fPp0qULaWlpaLVaZs2aRYUKFShWrBhbtmxh3LhxeHt788svv5i18dVXXzFgwACmTJmCl5cXixcvBuCtt97ilVde4csvv6R58+bG8h06dKBr164sW7aMRYsWZRp3jRo1GDduHMHBwRgMBuzs7Fi0aBFOTk5ZnmvZsmUZPXo0gYGBFC9enGrVquHq6mpWLjAwkG7duhEQEIBGo2Hy5MmUKlUKgLZt21K9enWqVKlC7dq1jcfk5DoIIQovjXrYWEUhhBBCCCGEKGA8PDyIjo62dBg5lpSUhLOzMykpKTRp0oQffvgBX1/fx663oF0HIcTTJSOFhBBCCCGEEMLCxo8fz44dO7h79y79+vXLk4SQEEI8jIwUEkLkS6kqjRjiiVO3iSOBeJVACndJI510pSMdHQYMFNW4UUrjSSmKU1rjiYPG3tKhCyGEEEIUOIrb//8vGUUKkILi7v//nwJo0OD6//9cjP+DCxqZqlaIAktGCgkhLEopxXl1iTB1ijDDKcLUKY4aIrhFbK7qc8eVUprilNQUNyaKKmrK0VgbyHNa77wNXgghhBCiAFFKYThzgVvXb/FtNX/auq6npsMyDFwFEnJZqxYNxdDigxWV0VIJK55DSyU0OORl+EKIJ0BGCgkhnqpThvP8o44TZjjFEcMpjqnTJJD0VNoujSeNtIE01dalqbYOlbReT6VdIYQQQghLUAYD+oNh6P7Yju6vPeiPnoSkO+i9y1FyzR9MLbGHVz3eeUKta9FQBiuqY019rKmPljJPqC0hRG5JUkgI8cSdNlzgV/1GVhj+4JyKsnQ4RmUoQSNtIE20dQjS1sVHW97SIQkhhBBCPBZDbBy6TaHo/tyBbstfqOhMRl9rNNTYs5/2pWL4rHSPpxabhnLY0BRrmmFFABq5cUUIi5OkkBDiibikrrNC/wfL9Rs5qiIsHU6ONNA8z6vWr9BZ2xJbjY2lwxFCCCGEyBGVnEL6r7+R9uMK9Pv+AYPhoce89esvRNX2YXWFFk8hwsy4YkMwtnTHCplUWwhLkaSQECLP3FKxrNJvYpl+I/tUGIqC+fbiSVH6WXVisFV3vLUyzFkIIYQQ+ZP+5BnS5i0hbelquP1ocwKt/OQjPmz/EuFVGj2h6HJOS3Vs6Y4N7WQeIiGeMkkKCSEe22V1nam6uSzRr0WHztLh5BktWlppG/Gq1Su00jZGq5GVNYQQQghhWSotjfTVG0mbtwT9rgO5rufUoP40GfkOF6u+hItVdB5G+DhcsKEDtryCFT6WDkaIQkH+whFC5NpNFcOY9E+pmdqOhfpVz1RCCMCAgT8Mf9MpfQTV0towQ/c9ySrF0mEJIYQQohBSBgNpi5eRWK0xKf1ef6yEEEDZM2cAuJgWmBfh5ZFE0vmZO7xEMm+g56KlA3pqQkND6dq1q0Xa/uyzz4w/R0ZGEhh47zWxbt06Zs6caZGYxNMjSSEhxCOLVwlMSP+Saqmtma3/iVTSLB3SExelrvI/3UxqprbjR91vGNTD79UXQgghhMgL6eu3kBTQkpQhY1CXr+VJnc6nTgNwIa1mntSX13Rs4w6dSGEyBm49lTYNOZiL6Vl0f1Lofh07duTNN9/McT16vT6vQhJPkSSFhBA5dkclM003j6qprflMP587FL5RM9e4yau6/9Eg7RVC9Y/3DZ0QQgghRHZ0+/4hqXkXkjsPxHDidJ7WrYmOpUZ8NOdT8/NtWjrSWUESbbnLlyiScl3T+PHjqVKlCs2bN6dNmzasX78egGLFijFy5Eh8fX05ffo0o0ePpmbNmvj7+7N161YAjh07xvPPP4+/vz/+/v7cvHmTa9eu0bBhQ2rVqoWfnx/h4eEm7c2ZM4cJEyYYH0+ZMoWZM2eSkJBA8+bNjfVltHG/SZMmMXv2bONjDw8P48/Tpk2jTp06+Pn5MWPGjEzPddq0adSsWRNfX1+WLl0KmI9E6tq1K6GhoYwbN474+Hj8/f0ZNmyYST2LFi1izJgxANy6dYvOnTsTGBhI/fr1OXLkCAAhISEMHz6cunXr8umnnz7kWRD5kawBKIR4KKUUC/TL+Uj3LTeIsXQ4+UKYOkXr9IF007dmhs1YSmg8Hn6QEEIIIUQOGK79S8qbE9Gt2fhE22kZeZ6z5Ss+0TbyRgppzCedldjxBrY82m1WBw4cYNOmTRw7doz4+HiqVq3KiBEjAIiNjaVNmzbMnj2blStXcu7cOcLDw7l06RJBQUFEREQwb948hg8fzpAhQ0hJScHKyoqvv/6aoKAgPv74Y3Q6HWlppiPnO3fuTHBwMFOmTAFg1apVbNiwAQcHB9auXYuLiwv//vsvrVq14ujRozk6j82bN3PlyhUOHDiAwWCgRYsWtG7dmpo1/xvtdfDgQZYvX86hQ4dITk6mTp06NGvWLMs6P/74Y7777jvCwsKAe7ePZWb06NG8//771KlTh7Nnz9KnTx/2798PQExMDPv370ej0eToPET+IkkhIUS2LqvrvJo+nh2GfZYOJV9aYfiTLal7+Mj6TQZZdZUPQyGEEEI8lrQfl5MyZgrE337ibdW5cJbQF2o/8XbyiiKOu0xCx3bsmYKWnH0pt2fPHjp16oStrS2enp4mSRIHBwfatWsHwK5du+jVqxdarRZvb28qV67M6dOnqV+/PlOmTCEmJobu3btTsWJF6tSpQ79+/bC2tqZr1674+vqatFmiRAmKFy/O8ePHsbW1xcnJibJly5KWlsa7777Lrl27sLKy4vTp02YJpaxs3ryZDRs2sHPnTgASExM5c+aMSVJo9+7ddOnSBXt7e+zt7QkODubgwYO4ubnlqI2sbN26lRMnThgfx8XFGX/u2lX6wAWZ3D4mhMjST/q1BKZ2loTQQ8STwEjdZJqn9eO84ZKlwxFCCCFEAWT49yZ3XupPyuC3n0pCCKDK2bOcTbN9Km3lJR1/c4eXSWdzjspnt+C2o6PjQ4/v1asX69evx87OjhYtWnD48GGaNGnC7t27KV26ND179mTdunVmx3Xv3p0VK1awYsUKunXrBsDSpUu5c+cOR44cISwsDGdnZ7OkkLW1tcn8RqmpqcC9OY8mTpxIWFgYYWFhnD9/ns6dO+foGmRV56M4dOiQse2oqCjj9pxcQ5F/SVJICGEmQSXRO+1tBqeP4zaJlg6nwNirjtAorQdb9LstHYoQQgghCpD0DVtJCmiJ7o/tT7Vdz4gzJBngenrVp9puXlDEk8JbJPMeioRsyzZo0IC1a9eSnp7OrVu3CA0NzbRco0aN+PXXX1FKERUVxdmzZ6lSpQoXLlzAx8eHN998k5YtW3Ly5EmioqIoWbIkQ4cOpW/fvmZzCsG9W8hWr17NqlWrjEmhhIQESpQogbW1NevXrycmxnxqBi8vL+PtXFu2bCEp6d5cSi1btmTBggUkJycD9271un3bNIHYqFEjVq9eTWpqKnFxcWzfvp26detSvnx5Tp48iU6n48aNG+zZs8d4jJWV1UMniW7WrBlz5swxPs7pLW8i/5OkkBDCxFFDBC+kdWOVYZOlQymQ4kjg5fTXmKVbZOlQhBBCCJHPKb2elLcmktxpAOrW05+30f70WawMBi6mPf/U284rOjaQRCd0/JNlmXr16hEcHEyNGjXo0aMHtWrVwtXV1axc586dqVixIr6+vrz00kvMnz8fe3t7li1bZpx8+tq1a3Tq1InQ0FBq1apF7dq1+fPPPxk8eLBZfSVKlMDDwwN7e3vKli0LQO/evdm5cye+vr5s2LCB8uXLZxpHVFSUsUyxYsUAaN26NZ06deKFF16gZs2a9OnTh7t375ocGxgYSLdu3QgICKBJkyZMnjyZUqVKUb58edq2bUv16tUZPHgwtWv/d9tg//798fX1NZto+n5ff/218ZyrVavGzz//nGVZUbBoVHZj6YQQhcr3upW8rfuEuzz6cFJhrpe2A9/aTMJeY2fpUIQQQgiRz6jEJJJ7DUe3KdSicXTbuJGOz5+jX9HxFo3j8Vljz3hs6ZLp3qSkJJydnYmLi6Nu3brs3bvXZFUvIQormWhaCIFSilG6D5mvX27pUJ4pPxt+53TaBZbbfkUZTQlLhyOEEEKIfMJw+Rp3XuqP4XiEpUOh2cVznK/hZekw8oCOu0zEwDnseAfNAzfFDBo0yDip8wcffCAJISH+n4wUEqKQMygDQ3UTWKL/zdKhPLNK4sEvtjOpry04q3sIIYQQ4snQHw7nTqcBqOs3LR0KAPveGsXXw3vws1cbS4eSZ6xpjgOfocHe0qEIke/JnEJCFGJ6pWdA+vuSEHrC/iWaVmkDWaxbY+lQhBBCCGFB6Wv/JKl513yTEAKoePYM59KcLB1GntKxnWQGo3g6q7gJUZBJUkiIQipdpdM3/R2WGTZYOpRCIY10hukm8LP+d0uHIoQQQggLSPt5DcmvDIXkFEuHYqLoqTNEpVmRZnCwdCh5Sk8Yd+iPgXhLhyJEviZJISEKoTSVTs/0t1ht2GzpUAoVheLV9PFs1IdaOhQhhBBCPEXp6zaRMvgtMBgsHYoZ6wuRuKTeJTItwNKh5DkD50hmGIo7lg5FiHxLkkJCFDJ3VSrd0kex3rDD0qEUSjp09E4fw27DYUuHIoQQQoinQLdjN8m9R4BOZ+lQMmcw0PLKRS6k1bJ0JE+EgeMkMxIlq+sKkSlJCglRiCSrFDqnj2CTYaelQynUUrhLl7SRHDOctnQoQgghhHiCdPsPc6fLIEjN3wmJhpHnOZ/6nKXDeGL0HCSFt1Dk08ScEBYkSSEhCpEB6WPZbthn6TAEEE8CHdKGcsFw2dKhCCGEEOIJ0IefIrljP0iy7K1LH+tvUzz9Ch7pVximizXb/48hjc8mvcn/yrajbo1zABgMBmqUP42n/Un6drlkLPt85bNs25T41GLPSzr+IoVxKPLfLXxCWJIkhYQoJGbqFrLWsM3SYYj7/Es07dKH8K+KtnQoQgghhMhDhmv/cqd9H1ScZVe/umswMMuQyGYrT05YlWSVSua8Id2kzBhDHC8V8aToi624+a+OE8fu8tvKRKxtNPybXJXNfyQBsOKXeBwcNQS3crHEqeQJHRtI5TNLhyFEviJJISEKgd2Gw4zXfWnpMEQmLqordEh7lduqYH7rJoQQQghTSqcjuc8I1L+WX3b+Z5VMUbTU1tpSQmtNVWyYa0gy7r+u9KQqxZGrlzB0HUTpstb8uT4Re3sNSsHdu2D1/38x/m/MDRYtK2uhM8k7afxEOn9aOgwh8g1JCgnxjLupYuibNgad3EOdbx1TZ3g9/UNLhyGEEEKIPHB3/Gfodx2wdBgAXEBHsfv+5CulseISeuPjf5WeRBTv6OxwSrmLjb0d16/qaNvRFSdnLRWKRdC5hxvTptykhq8dz1Wxt8Rp5LkUJmHg0sMLClEIWFs6ACHEk6NXevqlv8s1LP9NlcjecsNGXtIH08WqlaVDEUIIIUQupW/YStoXcy0dRo6dIZ10FI219tT99yonlTNwF4C94ZUA0OkMVCl9hn3HK9Gw1jmio/WMGefBkNeKWTDyx5VEMm/hxFI02Fk6GCEsSkYKCfEMm6ybTahhv6XDEDn0RvpH3JD5hYQQQogCyRB1hZRBb4JSlg7FqCLWxNw3sfJ1paccVsbHVw16ojHgm36drTMncybsBof2J5vU8frga3To7MqP38dR1MOK3Ud9mDrh1lM7hyfFQAR3+dTSYQhhcZIUEuIZ9af+b6brF1g6DPEIoonjtfRJlg5DCCGEEI9IpaWR3Gs4Kjbe0qGY6KVxJAYDRwxp3DDoiCCd4Vpn4/63rF2pqbHhF+tiTGvYEhsnR775oYxxf3S0ji1/JPHFtyVJTNCTnqZQBki9+2ys4JXOCtLZaOkwhLAoSQoJ8Qy6rK4zMP19FPnnmyqRMxsMoSzWrbF0GEIIIYR4BKmfzkZ/MMzSYZix12p5Q+tCS/1Nauj/pZPGAR+tDT7p1zhqSANgutadwbpYJm7/HRsPT2r4/jdv0IBXLjPq3WJotVpGvePBqROpVC93ht4Di1jqlPJcCpMxyFQLohDTKJWPxjcKIfJE77S3WWXYZOkwRC654swhuzWU15R6aNlr167xzjvvsHTp0sdqc9asWbz22mvY2to+Vj25ERoaiqOjI3Xr1gUgJCSErl270r59e9q2bcuqVatwcHB46nEJIYQQOaE/fZ6kgJaQlmbpUB6PizPN9u0k9LkgS0fy1FnTFkdZql4UUjJSSIhnzD5DmCSECrgEkng1/X/kJGdfunTpx04Iwb2kUJqFOrOhoaEcOJD5Ki0bN27McULIYMjdUHa9Xv/wQkIIIUQWUkaMLfgJIYDEJIpdvYVBWT287ENcuZxOu6CL1K1+jgZ+51iz4jYArRtfpJH/eRr5n6di8QjGjr6eZR3zZsfgpjlBUtK9z+nVy29Tr8Y5OrWKJDX13mf+X9uT+GTS44/y0bERHfljxTghnjZJCgnxjBmbPt3SIYg8EGrYzxz9zw8tFxkZSWBgIACLFi2ie/futGjRgkqVKvH555+bldfr9fTp04fq1avj6+vLwoUL+eabb7h27RoNGjSgY8eOAGzatIn69etTu3Zt+vTpY0wYeXh4MGLECGrUqEG7du1ISEgwa+PChQsEBQXh5+dHx44diY2NBSAoKIjjx48DcPz4cYKCgrh8+TJz587l008/xd/fn7CwMJO6vL29SUpKAmDJkiXUqVOHWrVq8dZbbxnP39fXlx49elC9enVSUlJMjp87dy6VK1emYcOG9OjRg9mzZxvrHTt2LLVr12b79u1MmzaNmjVr4uvra0yyhYaG0rVrV2NdXbt2JTQ0NMfXQQghxLMv7ec16P/eZ+kw8kyji+e4mu772PVYW8Mns0py4GQl1mz24v3R/3LnjoE/d1ZgV5gPu8J8eK6KHe1eds30+OhbOjZtSKJceRvjtjmzYth+oCKB9RzZtikJpRSzP4/h9TF5swraXT5BocuTuoQoSCQpJMQzZKX+T/apo5YOQ+SRybrZxKnbj3RMeHg4a9as4dChQ3z22Wdmo3/CwsK4ePEiJ0+e5NixY3Tu3JkRI0ZQunRp9uzZw7p164iOjmb69Ols376dI0eOULFiRebPnw9ATEwMzZs358SJE/j5+fHFF1+YxTBq1Chee+01wsPDadiwIZMmTcoy3nLlyjFs2DDGjh1LWFgY/v7+mZY7deoUa9euZe/evRw9epTo6Gg2bNhg3PfBBx8QERFhMqro6tWrzJgxg4MHD7J582aOHDli1vaRI0dwd3dn+fLlHDp0iL/++osJEyZw7dq1bK9zTq6DEEKIZ5u6k8zdcVMtHUaeCjh/jvNptR+7npKlbPDzv/eZXKKkDcU8rIiL/W9k7rWr6URdTKNhE8dMj5/0/g0+mFwcjea/bXZ2GnQ6hVIKa2sNy5fepu1LLjg7P/7IJgADZ0njlzypS4iCRJJCQjwj0lQ6/9PNsnQYIg/dJpHPdT880jEtWrTA2dkZd3d3SpcuzY0bN0z2V6xYkWvXrjFixAg2b96Mm5ubWR379u0jPDyc+vXr4+/vz4oVK7h48SIAdnZ2dO7cGYCePXuya9cus+MPHjxIt27dAOjbty87d+58pHPIzLZt29i3bx+BgYH4+/uzb98+zp07B0DlypXx8/PLNI7g4GDc3NxwcnKiffv2JvszYty9ezddunTB3t6eokWLEhwczMGDB7ONJyfXQQghxLMt9bNvUFf/tXQYearS2TOcT62Sp3Ue+ScFvR7Klvtv1M9vKxLo2MUVrVZjVv7gvmSUAQLqmiaMRr/nQftmkZw7k0b9xo6s+Pk2/Qbl7YTXqXyDgeg8rVOI/M7a0gEIIfLGt/qlRKorlg5D5LE5+p953bovJTQeOSpvZ2dn/NnKyspsvpwiRYpw7NgxNm7cyMyZM9m8eTMzZswwKWMwGGjXrh0LFy7Mti2NRoNGY96Zy2wbgLW1tXHen9TU1Bydz/0xDRkyhIkTJ5psj4yMxNEx828ZHzYnU1bHZbg/Xsg65qyugxBCiGeX4WY0qbPmWTqMPOcRcYbzacPyrL7YWB3D+l3lq/mlTbavWX6bD6eXNCtvMCgmv3+D738pa7bvxdYuvNjaBYBZn0UzZERRNqxNZMXPt6nha8fYiZ55EHESqXyFA1PyoC4hCgYZKSREPvLgHCY5FaPi+VT37HVMBNwhhem6BXlWX3R0NAaDge7duzNp0iTjHD4uLi4kJiYCUL9+fXbs2EFUVBQACQkJxpFCqamprF27FoBly5bRqFEjszYCAwNZtWoVAEuXLqVJkyYAeHl5GdtbvXq1sfz9bWclODiYZcuWERMTA8DNmze5fj3rySkB6tSpw/bt20lISCA5Odl4u9mDGjVqxOrVq0lNTSUuLo7t27dTt25dypcvz8mTJ9HpdNy4cYM9e/YYj8nJdRBCCPHsSvv6e0i5a+kw8pzN2QtcScp8np9HlZpqoPfLl3lzrAf1Gvz3RczlS2lcu6KjXgPzhSQSEw2cPJ7Kiy9cxNf7DFevpPNCjfMkJPz3JVdsjI5D+5Np1c6FuV/GsHh5WS5fSufcmUf7wikr6azDQPZ9DCGeJTJSSIhnwFTdHOKRiW6fRSXw5GpyMdJcY7HVFH3s+q5evUpISAgGgwFra2tmzZoFwJAhQ2jWrBmVK1dm3bp1zJ8/ny5dupCWloZWq2XWrFlUqFCBYsWKsWXLFsaNG4e3tze//GJ+7/1XX33FgAEDmDJlCl5eXixevBiAt956i1deeYUvv/yS5s2bG8t36NCBrl27smzZMhYtWpRp3DVq1GDcuHEEBwdjMBiws7Nj0aJFODk5ZXmuZcuWZfTo0QQGBlK8eHGqVauGq6t5RzcwMJBu3boREBCARqNh8uTJlCpVCoC2bdtSvXp1qlSpQu3a/82xkJPrIIQQ4tmkku6QNm+JpcN4MnQ6yl64Ac89XjVKKYaHXKVJcyd69HU32ffbigRe7uaa6ShbNzcrLtyqanzs632Gvcd9TOYNmvFxNO/8rzgA8XF6NBpIT1MkJ+duFVJzOlL5AQfG5VF9QuRvGpWTNY+FEE/EtGnTWLJkCRqNhrFjx1KmTBlmz57NypUr2bFjBx988AHr1q2jePHiWdZxTd2kSmpL0mW1hGdKaUpRL7UrrbCho+s3OGr6YM+blg4LDw8PoqMLzr32SUlJODs7k5KSQpMmTfjhhx/w9X38VVUK2nUQQgiRd1JnzePuux9aOownZvHMGXQf/jWO2vhc17F31x3aNImkpp+9cdt3S8pQw9ee5vUu8NlXJQms99/ooe/n3lupdNAw0y/AHkwKXTifxhef3GL2gjIAfDUjmqUL46lS3Y7Fy8vm4e3cdjizCS05u31fiIJMkkJCWMjBgwcZNmwYu3fvJjk5mTp16vDhhx+yevVqhg8fzv/+9z9+//13PDyy/zD6SPctH+m+fUpRiyetHOWon9qJtpp0WrvMQ6vJGC7tggtb0ZD1yJinoaAlQ95880127NjB3bt36devHx988EGe1FvQroMQQoi8odLTSazSEHXl2b296MjIodhPjaa6/VZLh2JRtgzDnpGWDkOIJ05uHxPCQu5f8cje3p7g4GCcnJw4evQob7/9Ntu2baNYsWLZ1qFXehbqVj2liMWTVIEKNEjtyEtW8QS5fZVJiUTSWIkd/Z96bPcraImQmTNnPpF6C9p1EEIIkTfSf/ntmU4IAXidOcOe1KaFPimUznLseBUNtpYORYgnSiaaFiKfKVOmDBqNhhMnTjy07AZDKFe58dByIv+qxHMMSBvNLH0gM92+JMh5cZZl01nxFCMTQgghxINSZ35n6RCeOPdTZziX6mPpMCxOEUs6mS9SIcSzRJJCQlhIZiseJScn4+Hhwbp16xgxYgRHjhzJto4FekkSFFRVVDVeTX2Tb9VzTHOdRX2nhz+XBiLR8/BkoRBCCCHynv5wOIYTpy0dxhOnvXyVhDjL3q6eX6Tzm6VDEOKJk9vHhLCQ7FY8KleuHCtXrqRLly6sXr2aypUrmx1/Xd1iq2GP2XaRv9VQfgSnN6eb7RGquD36rU3pbMSKGk8gMiGEEEJkJ23575YO4akpe/omVLF0FJan5wgGbqLF09KhCPHEyETTQhRQX+l+5F3dZ5YO45mWPuUmhhm3ANB2d8NmQVmT/Wm9LqHWJYK1Bqt3PbD+wBODwUB6lbNwS4+mtTO2v5a/V9j3Ei9/NpAP2t7G2+5grmPSUAJntqIhr1bXEEIIIUROJFRugIq8bOkwnopNU8fTekxmcxwWPnaMxY4+lg5DiCdGbh8TooBappd7nJ8kw10Dhhm3sNlRAZszlTEsv43hXKppoZOpWP9QBqrbYvgzCcPxu6jV95JENrFVUZuSCFD16LD0BSo4apnXaetjJYQAFDfQ889j1ZFfhIaG0rVrV4u0/dln/yVUIyMjCQwMBGDdunVPbHJqIYQQBZfuwJFCkxACqHDmArd0Mq8QgI7Nlg5BiCdKkkJCFEDnDFH8o2RumSfJsCQeilmjDXBEW9IGTTU79N/EGvera+lgr0VbzxGNRoO2mxuGPxLB4d4Injop9bG1smGJzU12TVjMT8s98iy2dDbmWV0GgyHP6ipI7k8K3a9jx468+eabOa5Hr9fnVUhCCCHysfQV6ywdwlNV+sxZzqcGWjqMfCHjFjIhnlWSFBKiAFpj2PLIxxjOpJJW77zxX2qRk+jXJRj3p/e8TFrD85keq6J1pLW6SFrNs6S/cgl1914iQfdVNGkB50jvf8VYVr84Dv2PcY8cX36jzqVCMav/NpS2QUWl/bf/ug5N6f+mZdOUtoarOpq07UBJx+L8U3YRr/Rw5Pup+6nha8dzVezzLDYdm1GkP7Tc+PHjqVKlCs2bN6dNmzasX78egGLFijFy5Eh8fX05ffo0o0ePpmbNmvj7+7N1673lZ48dO8bzzz+Pv78//v7+3Lx5k2vXrtGwYUNq1aqFn58f4eHhJu3NmTOHCRMmGB9PmTKFmTNnkpCQQPPmzY31ZbRxv0mTJjF79mzjYw+P/5Jo06ZNo06dOvj5+TFjxoxMz3XatGnUrFkTX19fli5dCpiPROratSuhoaGMGzeO+Ph4/P39GTZsmEk9ixYtYsyYMQDcunWLzp07ExgYSP369Y0Tv4eEhDB8+HDq1q3Lp59++pBnQQghREGnlCJ9VeEaoe106jQX0qpaOox8QpHOJksHIcQTIxNNC1EA7TEcfuRjtJXtsN1/bxiwStKTVvUs2mBnAAzbksAq62P1M6KxetkVq+HF0I39F8PCOKyGF8Ow9DY2h3zQDb6K4dhdND62GNYkYL26fK7Oq+DSUEP54q4S+ckuHKcTRYAi6HQGqpQ+w77jlWhY6xzR0XrGjPNgyGvFHqs1RTx6wrCmTpZlDhw4wKZNmzh27Bjx8fFUrVqVESNGABAbG0ubNm2YPXs2K1eu5Ny5c4SHh3Pp0iWCgoKIiIhg3rx5DB8+nCFDhpCSkoKVlRVff/01QUFBfPzxx+h0OtLS0kza7Ny5M8HBwUyZMgWAVatWsWHDBhwcHFi7di0uLi78+++/tGrViqNHj+boXDdv3syVK1c4cOAABoOBFi1a0Lp1a2rWrGksc/DgQZYvX86hQ4dITk6mTp06NGvWLMs6P/74Y7777jvCwsKAe7ePZWb06NG8//771KlTh7Nnz9KnTx/2798PQExMDPv370ejkbmdhBDiWac/GIa6ct3SYTxVmrjbcNUGilg6kvxBx2bs6GvpMIR4IiQpJEQBdMAQ/vBC2TCsT0Qb5ITGSYtKV+g+u4X156XQDb2aefkNidjsqgiAtqcbuv/dwGp4MbDTgA5QgDXov4rBamQxNNqC/4eyppIdLP9vJBXX0tG84Pjf/lLWcE1HQ0MjLqgtdL11gjSvuzhpixvLvD74Gh06u/Lj93EU9bBi7TZv6lQ999hJIQA9h7JNCu3Zs4dOnTpha2uLp6enSZLEwcGBdu3aAbBr1y569eqFVqvF29ubypUrc/r0aerXr8+UKVOIiYmhe/fuVKxYkTp16tCvXz+sra3p2rUrvr6+Jm2WKFGC4sWLc/z4cWxtbXFycqJs2bKkpaXx7rvvsmvXLqysrDh9+rRZQikrmzdvZsOGDezcuROAxMREzpw5Y5IU2r17N126dMHe3h57e3uCg4M5ePAgbm5uOb6emdm6dSsnTvx3m2Zc3H8j4Lp27SoJISGEKCT0u/ZbOgSL8IyIh5oPLVYo6DmG4i4a8m7ktxD5hdw+JkQBc84QRQzxj1WHYVUC2q73/mDWfxmNVR93NC5Zvx2oBD0at3tDiTSlbeCaDgCrIUVIb3QBXK3QFLNGhd9F+6LzY8WWX2j7ukOMDsM/yRj+TUedSsXq9XvJHFtsaFeyI17aYgy7+DfumlusXXaLNh1cjMdHR+vY8kcSX3xbksQEPelpCmWA1Lt5M4ePjuwnrM5uYUlHR8cs92Xo1asX69evx87OjhYtWnD48GGaNGnC7t27KV26ND179mTdOvP5Fbp3786KFStYsWIF3bp1A2Dp0qXcuXOHI0eOEBYWhrOzs1lSyNra2mR+o9TUe5N6GwwGJk6cSFhYGGFhYZw/f57OnTs/NP7s6nwUhw4dMrYdFRVl3J6TayiEEOLZoNv36CO0nwXFI25YOoR8RIeek5YOQognQpJCQhQw+1TYYx2vEvQY9iejbe2MupqOYdsdtH3cc1WXVd8i2O73wWZWKXSf3MLqg+Lo58WS3vMy+vmxD68gH9Paa9G+6UF6s4ukP3cGbRc3HCu5ospdYPzhuvzgsJnnSt2m10vnOXo4lYiTdzkT8V/SYcArlxn1bjG0Wi2j3vHg1IlUqpc7Q++BeTMOW094tvMKNWjQgLVr15Kens6tW7cIDQ3NtFyjRo349ddfUUoRFRXF2bNnqVKlChcuXMDHx4c333yTli1bcvLkSaKioihZsiRDhw6lb9++ZnMKwb1byFavXs2qVauMSaGEhARKlCiBtbU169evJyYmxuw4Ly8v4+1cW7ZsISkpCYCWLVuyYMECkpOTgXu3et2+fdvsHFavXk1qaipxcXFs376dunXrUr58eU6ePIlOp+PGjRvs2bPHeIyVldVDJ4lu1qwZc+bMMT7O6S1vQgghni36/c/Gqp+PqljEZXTKztJh5Bt6pB8gnk1y+5gQBUye3DoW7IzGXos+/A4qIpW0qmdBpyBaT/rLUdj85mVyjMbVCnX73mghdS0dSpm+dRjOpEK6QlPBFt0HN7Bd50Vaxyi0vdzROBXc3LPN5BIwuQROONBWBdNDaWh8KxXYDcCKDV5ZHvv7tgrGn4sWtSYqtloeR3cXA6exymJcd7169QgODqZGjRqUK1eOWrVq4erqalauc+fO7Nq1C19fX6ytrZk/fz729vYsW7aMn376CRsbG7y8vOjUqRMrV65k+vTp2NjY4O7uzi+//GJWX4kSJfDw8CA1NZWyZcsC0Lt3b9q3b4+vry+NGjWifHnzOac6d+7MokWL8PX1JTg4mGLF7o3Kat26NSdPnuSFF17AYDDg7u7OqlWrTG4NCwwMpFu3bgQEBKDRaJg8eTKlSpUCoG3btlSvXp0qVapQu3Zt4zH9+/fH19eXJk2aMHbs2Eyv4ddff82wYcNYsGABaWlpdOzYkVq1amX1hAghhHgGGaKuoK4XzpWnPE6d5VJabSra7bN0KPmCnsfrgwuRX2lUdvcYCCHynXqpXTmqInJ9fHqXKLQDi2LVzsVku4pKI73XZWx3+5gdo3v3XzQVbIwTTWvK22B137w46SFXsJ5aAhy0pHe7hO3WCqQFX8RmZXk0RbKZwTqfc8aJl1UzGp29zhf9lhu3nz2dyve/lKX9y/8lWaZ/dItF8+JITjZwMfq/1To+eOtfdmxJIri1Mx9NLwnAxxNu0riZE02aOT1WfPb8D1t6ZLk/KSkJZ2dn4uLiqFu3Lnv37jVZ1UsIIYQQ2UtbtpaUviMtHYZl2Nnx16XXCCryg6UjyRc0lMCFbZYOQ4g8V3C/wheiELqjkjmuzub6eHVbj+FQCtoWD09G6KbcRL/+3kTLVu94oF+dQGqNs6jzaWgH/HcLlGHXHTQVbdGUtkFTxAptLXvSAs6hrW1fYBNCbrgwkPas1fjzhcN6Ovv9w64wH3aF+fDnLm8cnbQ0a2E6d1LzVs5s21/BZFt8vJ6wf1LYe6wShw+kcPu2nuvX0jl3JvWxE0IAeo5nu3/QoEH4+/vTsGFDPvjgA0kICSGEEI9Iv79wzicEQGoqDucLZl/uSVDcwMC/lg5DiDwnt48JUYAcMhxHT/bzoGRH42aFXVTVzPd52ZqMErKe4PnfvuLW2G6pkNlhaBs5oW30X4LD+vNSuY7P0opShFdoRG/NNSrbrc+0zB/rEmka7ITTA7fFBdRxMCtrZQVaLRgMCq323s/Tptxi7ERPs7K5oSf7EWPLli3Lk3aEEEKIwkp/MMzSIViUW0QKBFo6ivxDzzG0lLR0GELkKUkKCVGAHFByL/OT4IkHPalHH20kXra/Z1t2zfIEevRzz1G9Li5WBLVwpnHt83R6xY3LUelYWUGVankzaaOBa3lSjxBCCCEyZzh30dIhWJTrqYK9cEheMxD18EJCFDCSFBKiALmorlg6hGdKKTzpSx16W52ilM2Gh5ZPSNCzf08yP/xaNsdtjPmgOGM+KA5AyCuX+eyrUnw6+SYnjqXSvbcbHTqZT/6ccwkoUtBgPkpJCCGEEI9HJSSiYuIsHYZFOZ2U26XuZ6BwTjounm0yp5AQBUicuv3wQuKhylOaCZrWbLe2YYz9BkrZXMjRcRvXJtK8pTP29o/+1hm6LYnqNe1IuK3n8qV0Fi8vy5xZ5kuzPyq5t10IIYR4MgwXLlk6BItzOnWBRH3e3Pb+LFDS7xLPIEkKCVGAxBBv6RAKtIqU4yNNS7bZpDHS7k+KWV99pOPXLL9N51fcHl7wAUop5syKYeTbHiQnG0hPU2g0EB+X+/mhjHVL50QIIYR4IgxXr1s6BIuzuniJf+NrWDqMfMPADUuHIESek6SQEAVIrIq3dAgFUhW8maEJZptNPK/abcbNKvqR67h9W88/B1IIbvXfpNojB1/l8KEUAD4af4NqZU8TH6enWtnTzP7ivzaW/XSb9p1ccXTU4lvLnrt3FS/UPJ/juYmyIyOFhBBCiCdD/Su3CqEULhEy40gGJUkh8QzSKKWUpYMQQuSMz91grsqHUY7VxIdh2jK8bH0AW+1dS4fzRNgxAjuGWzoMIYQQ4plz96NZpE753NJhWFzCN51wG7Ld0mHkE1pc+AcNNpYORIg8IyOFhChA5PaxnKmtqcx8qwZssbtMd9u/8ywhNKDHZdw0J3DTnODFBubzEH00/gbu2nv7fSucAUCv11PS8STu2hM0rHXOWLas2ymWfP/4K3pkN4w5MjKSwMDcryOb3fEeHh65rvdhdT+KSZMmMXv27Meu536//fYbZ86cMT4OCgri+PHjADRr1ixP2xJCCJF/qVuPPrL4WWR3IslibX884SYeticoZnuCof3NF1z5aWEcxe1PUszmBO2b31spzmAwUKP8aTztT9K3y3/zQj1f+SzbNiU+ZkQGFFm/LqTvlTvS97IsGQsoRAGRou5yl1RLh5Gv1dNUZaTWlZbWh9Bozjz8gEeQlKRn9bIEVmwoR6UqdtSudI5/DiQTUNfRWObzqdFMme7JkNeKUto5gm++iCZdp9BaQUx6VYrZRNwr98lNbG019B1U9LHjUiQ/dh3C1G+//Ya1tTWVK1c227djx44c16PX67GyssrL0IQQQjxFKi3d0iHkCzanLJMcu3vXwMxPb7FlTwVKl7WhRvkzvPu/4vg8Z2cs887I68z/qQxtO7rgXTSCdatuo9ODtY2Gf5OrUsr5Xt9rxS/xODhqCG7l8thxKRKBUo9dj/iP9L0sS0YKCVFAyCihrDXRVGeFtT+/20XQyuYAGo0hz9uYNuUWdnYaWrZ1paKPHcU8rPho/H9zDWzdlIhSMOrt4jg4WFG1uh0L5sTi6KgFBUlJoNFk1BXNst/L5VFkumz3pqWlUb16dezs7ChVqhStW7dm/fr1uLi4ULt2bWrUqMHAgQMJCQkBoGjRonh6emJvb0/z5s3R6+9Nhn3r1i2aN29OzZo1GTt2rLH+xo0bc/r0aeDehNqVK1cmNtZ0BFRiYiJ9+/bFz8+PWrVqsXPnTgDS09Pp378/1apV45VXXiHjbuZDhw7RtGlTAgIC6NChg7G+/fv388ILL1CrVi2CgoLMzvWzzz6jb9++xpgzHD58mLp16+Lr60u/fv24e/feyDFvb2+Sku59+7l+/XpCQkLYv38/69atY9SoUfj7+3Pzpul8Evd/Szdt2jTq1KmDn58fM2bMACA0NJTmzZvTtm1bGjZsmO1zI4QQIp+TWTYA0J64hFKap97uz4vjKephTe1AR0qUtKFqDTvmfvVfHyPscAoGBS93dcPWVktQC2cWzovD3l6DUnD3Llj9/1+7/xtzg0XLyuZRZA/ve3Xv3p1q1arRv39/dLp75TPrdwCcO3fO2J/46quvjPVI3+se6Xs9eZIUEqKAkEmmzbXQ1mS9TTVW2p2kqXXYE23rzKlUHJ3+6xAV9bDiyqX/vkE8tC8Fm/tuLy/rZUNcrJ5XRxbD1k6DV5EIXmjowKt9L1O2nDV1XnAib2TfMTl27BgajYbExETq16/Prl27AHB3d2fnzp0cPXqUPXv2cOfOHQDi4uLo378/d+/exdPTkxs37t2eNnnyZNq3b8/x48fx8vIy1j9gwAB+/PFH4N6Hsq+vL0WLmo6A+vDDDylfvjzh4eEcOXIEPz8/AE6dOsV7773HyZMnuXHjBrt27SI9PZ23336bNWvW8M8//9CpUyc++eQT0tLS6N27NwsWLODo0aOsXr3apI1PPvmE48ePs3jxYrNviPr378/XX3/NsWPHcHJy4ttvv83yetWrV4+OHTvy1VdfERYWhqdn5svwbt68mStXrnDgwAGOHDnCxo0bjcOc//nnHxYsWMC+ffuyfW6EEELkc4a8/5KpQLoZQ/qNEk+92fNnUinm8d9neqnSNkRdTDM+PnU8FReX//6c9apgw7/XdbTt6IqTs5YKxSLo3MONaVNuUsPXjueq2OdRZNmvHnv8+HHeffddTp06RXp6Oj/99FO25UePHs37779PeHg4Nvd1JqXvZUr6Xk+O3D4mRAGRwB1Lh5BveMe7M+5gL6JdyxOuNIQ/hTYvxUwmNT2CBaHTALh9ZxhoYEHoZwD8E7kUvWG58fHlmEn/X/4z/rfqXh1paWn8r1033vvxO0q5vUna3RTqd2zHyyOG5Dou76JOdPbLer+Hhwd9+vTB1taWkJAQjhw5AkBycjINGzZEKcXVq1cpX7688Zhp0+6d45gxYxg4cCAAu3bt4oMPPgCgd+/ejB8/HoDu3btTt25dPvzwQ3788Uf69+9vFsPWrVtZt24dAFqtFjc3N+Li4qhSpQrVq1cHoHbt2kRGRlKkSBGOHj1K8+bNAdDpdNSoUYOIiAi8vb2pWbMmgEnnZ968eVStWpVff/0Vrdb0u474+HhSU1OpV68eAH379mX69Om89dZbObm8Wdq8eTMbNmwwfvOWmJjImTNnKFq0KA0bNqR06dKPVb8QQoh8QEYKGe3f/Aqny+fVZ1vORh0du7yA2KTDJn2re32vSQAcithGStr3zN9xb//xy/OJTTrC/B2fMfDLe3XodDo+7N6Pd76fT1Wfcdy5fZvg3j1o9HL7TNvMyTP+Su1ilHXPen+lSpWMc/f06NGDdevWGUcFZebgwYP8/vvvwL0+1rZt2wDpez1I+l5PjiSFhCggnHF8eKFCIsotnnbvLiE23ZFtLULYUqYh2xOKkZT28GNzS5f6Aio5nPdWPI9uSV1IjobSLzD2t3vDVPVxdzHofmbMoNmouHOQEAUOnry3pgH6PwehYk5B+h0oUZ9PPtqOStGj6bCanas7sa/MolzH1aGmdbZJIY1GY/bzhQsXSExMZP369ZQrV4769eubDft98NjMHgM4OztTt25dNmzYwN9//828efNyHLud3X9zAlhZWaHX6zEYDNSuXdvs/vHw8KxTf7Vq1SI8PJybN29SsmTJHLdvbW2N4f+/BU5NfbT5ugwGAxMnTjTriIWGhuLoKL+rQgjxTJCk0H9+u8rY8t2fapP66NMYbu4x9rXSz99FU6qe8bHhhjP6pG95f+29x7rD34KuovExgG7zcCjbiSmfR6DSyqHtvIU18+qyXjM113E1qeiUbVLowb5XxuOs+h2Z9a+y2yd9L+l75TW5fUyIAqKoxt3SIeQbSgOhg7wpfukMPb7/gO+nNOX03LqsuvIVw9zO4e2a98O9NfXeA30qui0joFg10N9FW3+8cb+Vd/C9H6yd0Pb4G/TpaHwHQfRx0Nqg6bAMEi6j7fQbKuHeShga1/KgHi9WO+vsv227desWP//8M+np6SxevJhbt26hlMLe3p4LFy5w+fJl/vnnH5Njxo0bB8Dnn3+Os7MzAI0aNWLZsmUA/PzzzyblBwwYwNChQ+nQoYPJsOcML774InPmzAHufaDfvn07y3irVq1qElNqaioRERFUrVqVyMhI4zDh+++dr1evHtOnT6d9+/bExcWZ1Ofu7o6dnR0HDx4EYOnSpTRp0gQALy8vwsLCUErx22+/GY9xcXEhMTH71UlatmzJggULSE6+N9F3ZGRktuclhBCiAJKkkFGj9d9T3yPlqbapqd4LUmIw3DiC4c4NiI1AW3u4cb+2RC1Ag+HMbxh0aajLoWh9Bxj3G5KjUZFb0Tb7AtISUIY0QIH+8RZusbHKvu919uxZDh8+DMCyZcto1KgRkHW/IzAwkLVr1wKmfSzpe5mSvteTI0khIQqIorhZOoR8ZVyvi2D/37cdtneTabJuHh9+8jIHP/Vj9/43mGS9hwbFko2TDD4OK1tnKB8MZ9dA5BZwLIFVqQDSvy6OPnIbKvU22BdBnVmFYU4pcCmLdd03QWsDKNSq9uDgce+ea2t7SL+LYVEtKBf0WHHZPmS8p6+vL3q9HicnJ3bv3k2dOnWoXbs29evXp0WLFtSsWdNkuG2RIkX4/vvvsbe3599//6VEiXtzCEycOJF169ZRs2ZNoqKiTNrI+KDv169fpjGMHz+eyMhIfH19ef755zl27FjW52Nry7Jly3jjjTeoVasWAQEBHD16FFtbW3766ScGDhxIrVq16Nq1q8lxLVu25L333qNjx47GzkKGRYsWMWLECPz8/EhMTGT48OHGuAYPHky9evVwd3c3lu/RowcffvhhppMdZmjdujWdOnXihRdeoGbNmvTp08c4iaIQQohnhOSETLx9dMFTbU9rbY824A30y1ui/6EGmuc6oS3iQ/p3PhhuHL1Xpumn6De/in5OafD0R/tcR+Pxhj8Gog0YhVarRRMwCmIi0H9fA0313o8V18P6XjVr1mTatGlUq1YNrVZLr169gKz7HbNmzeLjjz+mVq1apKX9N+xd+l6mpO/15GiUkhS4EAWF693apCHLo2Y4+FpVyv+0/6Hl4kuWY0ergWwq35RtdzyJz+Xnh+73nlg1+hB1fT8q5hRWjT8y7lO3wtHveBdcy6FiI9CWaYS28YdotNbod7yD4dperGoPB0dP1K3jWNV5M3dBPCCkng3zemY/ZDYpKQlnZ2fi4uKoW7cue/fuNVnJ4X4eHh5ERz/a0rMXLlygW7duZiOOhBBCiIIs5e1JpH39vaXDyFfajj/EwZi8mrC5YDo5zplKxS277Ln0vURekpFCQhQgMlrI1KyBOcvuuP97mU6LJzP3w+ac+jqAdRen87rLKSq7Z79y1/0M5zegca+EpkilTPcrgx514x+sAl7HuudfqJQY1MmlAFg1m45N711oqvXEcHQ+Wv9X0Ye+i259XwxX9+Y4hsw42T58ssZBgwbh7+9Pw4YN+eCDD7JMCOXGggULCAoKYurU3N+bL4QQQuRH2lJPf8Wt/G7MiUWWDsHi3BxyNlH2kyJ9L5HXJCkkRAEi8wqZWhoYSWrtzJM0WbFOT6X+H4uZMK0bu6f6c3DnEKZqQwnySMImmy991L+HMJxZTfoPvuh3jsdw/Ef0+6cZ92ucS4GrF5rifmg0WrQ+bVG3TIfqqhM/oa3cGXVt/71byVp9h+HA9EeK/0Flizz8bXzZsmWEhYVx8uRJBgwYkG3ZnIwSio+PN05qOHjwYFavXs3WrVuBe5P9HThwwFh2woQJxlUiLC0sLIzNmzcbH0+aNInZs2cD987j/PnzlgpNCCFEPqSRpJCZ5qtn83yxx5uTpyBztYfizpb9E3rw4MFcunSJVq1aWTQO8eyQpJAQBUgRGSlk5vfBj9dh8z62lyGzR7Jiyguc/jmYhXE/0avoNYo7mt5Za9VwIjaDTmAz8BhWjT9EW7MfVvXeM+7XOJVE41gcdTsSAHVlFxStbNyv0pMxXNiApuoroEuGjMkO0xIeK/7yRXL2bVXGSg954f6kENybIHH69HvJrQeTQlOmTKFx48Z51vbjeDApdL8FCxbg4+OT47ry8noKIYTIn7SlJSmUmbdP/WjpECymoof8+SyePfKqFqIAKaqRpNCDxnc5h3J3zZO6XGJu0P6XT/nyo5Yc/8KfP09P4W2nY9QskvU8TrrfuqGSrgOgbTIV3YZ+pP/UAJWWgLbGf0tmGg7PRlv7tXtLk3oFo64dQPdrc7T+w7OqOke8shkplDHBYI8ePahevTp37tzh7bffpk6dOtSqVYulS+/d3rZo0SK6dOlCkyZNqFy5MrNmzTLWsWTJEmP5t956C7i3OtnJkyfx9/dnypQphIaG0rVrVy5fvszcuXP59NNP8ff3JywsjJCQENavXw/A5s2b8ff3p2bNmrz11ltkTGnn4eHBmDFj8PX1JTg4mDt37gD3Jl6sUqUKtWrVMk5QeL/o6Gg6dOiAn58fQUFBREZGApi0mZSUhLe3N3q9ngkTJvDjjz/i7+/Pxo0bTeoKCgoyrq6xadMm6tevT+3atenTp49x0sdixYoxcuRIfH19OXPmzCM9T0IIIQqexx0p5Jt+nQbpN2iUfoP2ulsm+/rpYgjS3cj0uE/0t6mefp1G/3/sHsO9kTlrDMm8kP4vnXW3SP3/z9C/DHf5RP90V2BqufJL/IumPbzgM8jHw7JzCQnxJDxk7nQhRH4iSSFzsY53iehVg2rfPt7cPA/SGvQEbFtOwLbljAWuVvZna/N+bPasx99+vbn7/9MRWb+84r9jStRG2+vvTOuzqveu8WeNtQPWXdblSZzli2af2z916hRLly7Fz8+PefPmUapUKQ4ePEhKSgovvPACrVu3BuDgwYOEh4djbW1NYGAgHTp0IC0tjbVr17J3716sra3p168fGzZs4OOPP+b06dMcOnQIuDc6CKBcuXIMGzYMDw8PRo4caRJHSkoKQ4YM4a+//qJ8+fJ06NCBNWvW0LlzZ2JiYmjdujUzZsygX79+rF69mr59+zJlyhQuX76Mk5NTpkuOTpo0icaNG/P777+zbNkyRo0axbp1mV9XKysrpkyZwvHjx5kxYwaAyYimDNHR0UyfPp3t27fj4ODAhAkTmD9/PiNGjCA2NpY2bdoYbzkTQgjxbNOWKfnYdWy2Lo6zxvSzeofhLg9LLYzWuvCqlbPJtjmGJLZZezLLkMg2dZc22PONIYkfrIo+dpyP6u0zS+nrkf0t6c+iisVkTIV49sirWogCpAwyjDkzHw+Me+JtlDkTRv+5b7F0SkMiFjdh6a3vCSlyiVLOllvA0ckWSrhkf/tY5cqV8fPzA+6N1FmwYAH+/v7Ur1+f27dvc+HCBeDeMp/u7u44OzvTtm1b9u7dy7Zt29i3bx+BgYH4+/uzb98+zp07l6tYT58+TZUqVfD29kar1dK7d2/jXEPOzs68+OKLAAQEBBhH/NStW5c+ffrw888/Y2NjY1bnrl276NOnDwDdu3fPNMnzqPbt20d4eDj169fH39+fFStWcPHiRQAcHBxo167dY7chhBCiYNC4OIOL88MLPoJ0pfjckMgYq0cf5WyLBh2guPfN/nKVTFutvVnS6WloteILfLMZSf2sqlRc/nwWzx4ZKSREAeKvrQZ6S0eR/2ypfJ3EpjVx+ev4U2nP6XYsLVfMpCUz+Uyj4VjDDmyt15U/HWoQFmeHekp5omolrdBosk8KOTr+t1y9wWDgu+++o2nTpiZlTpw4YVKPRqNBo9FgMBgYMmQIEydONCmfkbTJK3Z2dsafrays0Ovvvcg3bNhAaGgov/32GzNnzuTgwYPZ1pNxDtbW1sY5f1JTH20yTIPBQLt27Vi4cKHZvvuvpRBCiMLBqmol9AfDcnWsBminu4VWA8O1LnTXOvKNIZGeWkecyf7z+xtDIosMd3hBa8sUrRvOGi2jtS500N3CR2PNG1oXBupj+dWqWK5ie1wapXjrwjIGFOljkfYtxUfmFBLPIHlVC1GA+GurWzqEfOuXwS4WaVejFH671vHW5/3Y/FEAxzZ05au09bT3iMXJ9sm2Xb3ko72Ft2zZkm+//daYdDl+/Ljx5z///JPbt29z584d/vjjD1544QWCg4NZtmwZMTExANy8eZPr16/j4uJCYmJipm1kta9KlSqcOXOGqKgoDAYDv/zyC02aNMkyVoPBwOXLlwkODmbGjBlcunTJGGuGRo0a8fPPPwOwcuVK6tatC4CXlxdhYWEArF69+qGx3a9+/frs2LGDqKgoABISEowjhYQQQhQ+VnX8c33sn9ae/GVTgl+sPPhCn8AuQyrbVSq9NNl/yTBI68xh65LstPbEAQ3TDPcWpXhRa8/fNiVYaF2MHwx3GKx1YoO6Sz9dDJ/qH2/hitxo9+s0qhey0UKSFBLPInlVC1GAlNeUwoMilg4jX/qo3WkMpTwsHQYlIiPouWAsC6c04fR3L7Di2jcMcb9Aede8X62qRqlHm+xwyJAheHt7U7t2bWrWrMmbb75pnOy5Tp06dOjQgdq1a/Pqq6/i4+NDjRo1GDduHMHBwfj5+dGuXTtiY2MpVqwYzz//PL6+vkyZMsWkjQ4dOvDLL78YJ5rO4ODgwLx583jppZfw8/Pjueee4+WXX84yVr1eT+/evfHz8yMwMJAJEyZgZWV6vpMmTSI0NBQ/Pz+++eYbvvzyS+DeUq3r16/H39+fS5cuGcs3a9aMw4cPU7t2bbOJpjMUL16c+fPn06VLF/z8/GjSpIkxQSSEEKLwsapTO9fHltbc+9wqqbGihdaeUyqd0yodP92/tNHd4qRKp5su2uw4T40VVhoNVhoNfbROHFamkzrHKj2HVBqttA7MNSSyyKooV5SOc+rpJmg0SvF21Mqn2qYlOdpCabecrfoqREGiUepp3egghMgL7dKGsM2Qt5MqPyt+/8SXup/ssnQYWYqo24Kt9V9hk2stDsQ6YHjMd9/fhzrSqpr5XDuPatGiRSYTMAshhBDiHv2ZCyTVbPrwgg+4owwYABeNliRloJ3uFjOtivC89t4w4iilo78+hlBr8/ki/1V6Sv5/QulzfQLX0TPD6r8vBT/Qx/OK1pFaGlsapN9gt7UnQ/VxjLRyxk/zhIcpP8CgtaLJ2H84Hf/sz0pSu6yW/WMsMzJdiCdJRgoJUcDU09SydAj51oR+V8Eq/y4VWvXAFkZ+OZjfP6zDqTUdmJu8ik7FbuFq9/BjH6TVQF2vZ78DJoQQQliS9rkKaIo8+uqvtzDQWneLhuk3aKG7SQ+tozEhlJmP9bfZaEgBYIL+Ng3S/6VB+g2OqnTGaf9r/6LSkagM1Pr/5E9PrSP1dTdIReHL439R9Ki0Bj1vX13z1Nu1hOAqT//6CvE0yEghIQqYHfr9tEkfZOkw8q3jvX0o/vthS4fxSNJtHTjwYg+2+LVnk6YS524/PLFVp7wVu9/K2xVRhBBCCGHuTtte6LbutHQY+Zbe2obG7x7ibHz+/WIuL2wd6USTSvKFnHj2yEghIQqYF7S1sLXAN0EFxfwhBe9tzSYthYYbFzLp0y7s/aQW+3cP4yOrv2nicQfrLE4nuIp0SoQQQoin4XHmFSoMrHTpvHl93SMdo1vfm/S5Xug29ANApSWSvrTRf//mlEd/5Fvz4zYO+K/Mgmrofu8FgOHMGtKXvIBuTWeU7t7Ko4bLf6Hf98ljnt09bvbQoMKznfQShZeMFBKiAGqe2o89qmCNhnlaNAquBLhgfe6KpUPJEwkepfir1QA2V2zGluSSxKTcm+Bw2+tONPaRxJAQQgjxpOn+3sudF7tbOox8TWdjR8MxB7iQg9HOAIYrOyEtCcOpX7Bu96PJPqUUuoW+WHdZj8bNO+s2/3wVbfmmaKv3Rre8JVad1mA4NAtNidpoKrRBv+4VrNr8gMb28UdWd6plzbIBTo9djxD5UcH7Sl0IQRNtHUuHkG8pDYQO8rZ0GHnGNfo6HZZO5esPW3Diy+fZeHYqY4pE8IK3fFslhBDi8QwePJjz589nuX/WrFmkpaVluT+/iI+PZ968ecbHoaGhdO3aFYC5c+eybNmyx6rfqmFdNEXdH6uOZ511eipv3tyQ4/Laso0hi2SNun4AjWOJbBNCSpeKurQNjU+7exusbMGgAxRorFGnl6Ot2DZPEkIArfNgYQ8h8itJCglRAHWzam3pEPK1//W8CA72lg4jz1np0qmz5Wf+d3oRNlayJKoQQoic0ev1mW5fsGABPj4+WR5XUJNC9xs2bBivvPJKjuvK7FpprKywbhOc6/gKi64/TsbL1fDY9aiza9BU7pR9magtaErWQWPnDoA2YDS6VR1QcefRlKmPIWIlmhp9HzuWDC2ryuhs8eySpJAQBVAN7XMEaGpYOox862LRJC51eXZXabN+SZKCQghRmERGRuLn50f37t2pVq0a/fv3R6fTAXDo0CGaNm1KQEAAHTp0IDY2FgBvb2/Gjh1L7dq12b59O++88w5VqlShVq1afPTRRwAEBQVx/Phx9Ho9ffr0oXr16vj6+rJw4UK++eYbrl27RoMGDejYsSMAmzZton79+tSuXZs+ffoYE0YeHh6MGTMGX19fgoODuXPnDgBnzpyhWbNm1KpVizp16nD79m30ej1vv/02derUoVatWixdutTsfJVSjB49mpo1a+Lv78/WrVsBWLRoEWPGjDGWCwwMJDIyknHjxnHy5En8/f2ZMmWKSV2TJk1i9uzZAJw/f55WrVoRGBhI8+bNiYyMNF6H0aNHExgYyJIlSzJ9DmxeavXoT1whY52eypsxfz5WHUopDOd+R/tc9kkhw5nf0FbubHys9X4Rm15/Y912IYbwH9DWGoy6sAHdhn7o9336WDH5ltZSxl3+bBbPLnl1C1FA9bP6P/buOzyKqo0C+JnZkt4ILbQAoUgJhG7oRem9g3QCSAcBaUpVlCJFECl+AgJKVVA6CCgIqPReJYj0AOkh2d253x8xK0sSkkCS2XJ+Pj4ku1POtpudd+7c+/I/lo5uXt84tSNkDScn6JrybCURkaM5f/483n//fVy6dAkGgwFr1qyBwWDAqFGj8MMPP+DEiRNo06YNPvnkv4F1CxYsiFOnTqFixYpYv349Ll26hDNnzmDo0KEW2z59+jRu3ryJixcv4ty5c2jbti0GDx6MfPny4ciRI/jxxx8RFhaG2bNnY//+/Th16hSKFi2K5cuXAwAeP36Mxo0b49y5c8ifPz++//57AEC3bt0wfvx4nDlzBgcOHICrqyv+97//wc/PD3/++SeOHTuGWbNm4fHjxxZ5Nm/ejOvXr+Ps2bPYsmULQkJC8OzZs1Sfm48//hilS5fG6dOnMWnSpFSXGzRoEJYuXYrjx4/jgw8+wJgxY8z36XQ6HD9+HL169UpxXW3jeoCnR6rbpkQdV01GQY9X7y0k7h6F5FEQkkf+1JcxxkHcPgCpaJPk98U9gbh/HHKRRlBOL4Gm6UqIqH8gnl5/5UyNeOkY2TkWhYhsVCdNUzjDSe0YVuvbSrfwrGLxFO97xxgGf8Md9DBafglVhEAD44NktycJMT5GZcN9BBvuY6opwnz7F6YoBBvuI+S59VYrMVijxGTCI7GkbVIfkgenoicicjTFihVD5cqVAQCdO3fG4cOHceXKFZw5cwb169dHUFAQ5s6di7///tu8TocOHQAAXl5e8PLyQp8+fbBlyxa4uVkOmFu0aFHcvXsXgwcPxp49e+Dl5ZVs/8eOHcPZs2cRHByMoKAgbNy4ETdv3gQAuLu746233gIAVKpUCaGhoYiMjMSTJ0/QsGFD8zI6nQ579uzBV199haCgIAQHByMiIgJ//fWXxb4OHz6Mrl27QpZlFC5cGCVKlMCVK1de6/mLjo7GoUOH0Lp1awQFBWHkyJG4c+dOsucqNZKzM3sLpYMuIQ4jwve+8vrpunTs5h5I+apD0icv0il/zoGmamJvMvEsHIAEKAmAMfaVM7UO5KVjZN/4DieyUd6SJ1rI9bFR2al2FKv1U0gudBh0Ldnt78ru6AY3fKdYfkFYLWJQCFqkPPIC0Fl2w3LJCUYArUyP8IvyDHVkZ3ynxOKINg/eNT3FeZGAotDiRyUO6zW+mf6YnAb1yvRtEhGR9ZMkyeJnSZKgKAoqVKiAAwcOpLiOq6srAECr1eL48ePYs2cP1q1bhzVr1mDTpk3m5Xx8fHDu3Dns2LED8+bNw549ezBnzhyLbSmKgmbNmmHFihXJ9uPk9N9JKo1Gk+oYRknbWbp0KerUqZO+B/4crVYLRfmvF0p8fHy611UUBXny5MHp06dTvD/puXoZXefWMKzelOZyjq7zqg8xd/jbuBOVev8D4/etIMLOA4ZYGP5XGpqmKyHlrQzlxnZoO++3WNZ09GNIeSpALtoUAKBc2wI5hcKRCL8JkRAFKXfiEAJyqS4wrgmGlKMkkDPwlR5LVX8NqhbmITPZN/YUIrJhPXkJ2UtNansDwtsz2e21ZGe4w3Kg5qdCwWYlDr3k1KcbfUt2hiRJ0EkSAiU97v1bPnKWJPw73wW0kPCFEo2BsjtkKXMHg5ZLl4C2bvVM3SYREdmGa9eu4eTJkwCA9evXo2bNmnjjjTdw+/ZtnDhxAkBikeTy5cvJ1o2OjkZERARatGiBuXPnJiuMhIWFQVEUdOzYEVOmTDHf7+HhgaioKABAcHAwDhw4gFu3bgEAIiMjzT2FUuLp6YkcOXJg79695gwGgwENGzbE4sWLzYWjpDGNnlezZk2sW7cOQgjcunUL165dQ8mSJeHv748zZ84AAC5evGjuPfR8zpflyZMnD3766ScAiQNKnz9//qXrvEj7Vm3IxYtmaB1HpH8Wi+FRKRcqk2jbboWu/w3oBt+Dru9FyH5VIUkydH0vQnLLa7GsJniiuSAEANqmKyzGE0oieReB9q2F/61XaSh03Y9B22yVRVE1I4bV0b/SekS2hEUhIhtWX34TBZA37QUd1BPXZ7j0Ttl0LTtdicAY2SNdjWKUULBHiUNNKfHMaG/ZDfWMD+ElSfCFjPPCgPpy5s9+pmcvISIih1W2bFnMnDkTpUqVgizL6Nq1K/R6PdavX4/hw4ejfPnyqFSpkrlo8ryoqCg0b94c5cuXR8OGDTFz5kyL++/cuYM6deqgfPnyGDRoECZPngwA6NevH+rVq4eWLVsiV65cWL58Odq1a4dy5cqhdu3a5gJRalavXo2PPvoI5cqVQ4MGDRAbG4t+/fqhcOHCqFChAsqWLYuRI0dCCGGxXtu2bVG0aFEEBgaiVatWWL58OZydnVGzZk3kzJkTpUqVwowZM1CqVCkAgK+vLypWrIjAwMBkA00/79tvv8XChQtRvnx5BAYG4ueff07Xc59EkiToh4dkaB1H1WXVB/BzF2kvaMUKektoW57jCZH9k8SLrTAR2ZQphoX41LRU7RhWq8E1P3xbKflZ00PKMyxXYvCN1hdnRAIWmKLwtdbX4vaUCCHQw/QEVSU9hmqSX8s+xvQUvWR3HFPi8YuIR13JCX00mTAGkJcnPEP/hOSWdvd2IiKyL6GhoWjfvj2OHz+udhSHJ+LiEBXwJkTYE7WjWL2vBi/CeFFX7Riv7JOWzhhVn+N3kv1jTyEiG9dD0xoSMvcyJXvyc/F7iKz78t5Cx5UEHBXxCDTcQ1/TE+wTzzDc+DTFZScrEfCGlGJB6JowwACgMDTYIeLwjdYX20UcYsSrz8KRRN+zAwtCREREKpNcXKAf0EPtGDbhnVUTkcfNNvsfuDsBIcG8dIwcA4tCRDauqFwQneVmasewat+FvLynTl+NOy7p8uGczg//0+TAW5IzFmh9ki33tSkaZ4UBczXJ7wOAWaZIjJU9YQAQi8QvQbEQMLzuA5Ak6N/t+bpbISIiG1W4cGH2ErIi+oE9AWf2IEmLS3QEhj47rHaMV9Kzqh5eLjzpSo6BRSEiOzBNN5zT07/Ex02vQsmXy/x7K+Mj9DI9wV7xDKUN9/CHkvrsJUONT3BKSQAAjFHC8bcwoZ7xIWoaHlhMOX9EiUdhSQs/SQNvSUY5SY9gw32Ul/Twll6vqdW1bw5NsSKvtQ0iIiLKHHLunNB1TT7QMSXXfeV45HK1rd5CsgQM4QDT5EA4phCRnfjQMB+zTV+pHcNq/fhpIKrNsMGzVc5O8Dh3ELJ/AbWTEBER0b9M124iOqgBYHjt/sB274thyzDFaDuzp7YM1GJT39RnoyWyN+wpRGQn3tf2Q27kUDuG1ZrU4w6g1aodI8OchvRlQYiIiMjKaIoXgX5oH7Vj2ISe30yAr4tt9EPQysDUppk/gyyRNWNRiMhOeEhu+FA7WO0YVut0vid42Ky82jEyRMrlC6dxQ9SOQURERClwnjgCUt7caseweu7hYRhs+kPtGOkysKYeZfw0ascgylYsChHZkT6a9nhDKqp2DKu1LMS2Bgx0mvQeJM/ks5wRERGR+iQPdzh/NE7tGDah96rx8HG27t5Cud0lTGrCXkLkeFgUIrIjGkmDT7Sj1I5htRbVvgZj8YJqx0gXuVQJ6EPeUTsGERERvYSue3toqlVUO4bVc3/6EANxQu0YL/VRc+dsnXEsPDwcy5YtM/9+/PhxjBkzBgBw8OBB/PHHf72rJk2ahEOHDmVbtpc5ffo09uzZY/59ypQpWLRoEQAgJCQEN27cUCsavSIWhYjsTBNNHdST31Q7hlUSErC/r7/aMdLFec4kSBp2XyYiIrJmkiTBef40QLKt3shq6PvNeHhbaUec2gEa9KymS3M5RVEybZ8vFoUqV66M2bNnA0heFJo2bRpq1aqVaft+HS8WhZ731VdfISAgIN3bysznk14di0JEdugz7Ti4wEr/6qrsgy43ARfrfm70A3tC93YdtWMQERFROmgrlYe+H3v3psUz7B4GSKfUjpGMqx5Y2sUFUiqFvdDQUAQGBqJz584oXbo0YmJiMGrUKFSpUgXly5fH2rVrAQArV65Eu3btULt2bZQoUQLz5883b2P16tXm5d977z0AwMSJE3Hx4kUEBQVh2rRpOHjwINq3b4/bt29jyZIl+PTTTxEUFITTp0+jV69e2LZtGwBgz549CAoKQtmyZfHee+8haTLxnDlzYvTo0QgMDESDBg0QExMDAJg/fz5KliyJ8uXLY+DAgckeX1hYGFq0aIFy5cqhbt26CA0NBQCLfUZHR6Nw4cIwmUyYNGkSvvnmGwQFBWHHjh0W26pbty7Onz8PANi9ezeCg4NRoUIFdOvWDQkJCQAAX19fDBkyBIGBgbh69WqGXy/KfCwKEdmh0nIxzNNOUDuGVbrlE41b7a13wGm5TEk4z/xA7RhERESUAc6zJkEuXULtGFav3+rx8HRSO4WlKU2cEZDz5b2zL126hAkTJuDy5ctYu3Yt/Pz88Oeff+LYsWOYNWsWHj9+DAD4888/8eOPP+LkyZNYsmQJbty4gUuXLmHr1q04evQozpw5g7CwMGzfvh0ff/wxSpcujdOnT2PSpEnmfRUsWBDvvvsuxo0bh9OnTyMoKMh8X1xcHPr164ctW7bg7NmzuHLlCn744QcAwOPHj9G4cWOcO3cO+fPnx/fffw8gsZfRyZMncebMGXz66afJH/+UKahVqxbOnj2LgQMHYtiwYak+DxqNBtOmTUOPHj1w+vRpNG3aNMXlwsLCMHv2bOzfvx+nTp1C0aJFsXz5cgDAkydP0KRJE5w7dw5vvPHGS593yh4sChHZqV7atuihaa12DKs0NyRO7Qgpc3aC6+pFkJytuycTERERWZJcXeC6drHV90ZWm9fDf9Bfe1btGGbV/DUYVkef5nIlSpRAuXLlACT21Pnqq68QFBSE4OBgRERE4K+//gIANG7cGN7e3nB3d0fTpk1x9OhR/Pzzzzh27BgqV66MoKAgHDt2DNevX3+lvFeuXEHJkiVRuHBhyLKMd955xzzWkLu7O9566y0AQKVKlcw9fqpWrYpu3brh22+/hU6X/BK5w4cPo1u3bgCAjh07Wly29qqOHTuGs2fPIjg4GEFBQdi4cSNu3rwJAHBxcUGzZs1eex+UeVgUIrJjC7QfoJxUUu0YVmddhVt4Vqm42jGScf70A2jK8owJERGRLdKUKQmXedPUjmH1+q8ZD/e06zBZLq+nhO96u0KW0x4PytXV1fyzoihYunQpTp8+jdOnTyM0NBRVqlQBAItL0CRJgiRJUBQF/fr1My9/9epVDB8+PNMfj5PTf12wNBoNTCYTAGD79u0YMmQIjh49ijp10h6eIOkxaLVa85g/8fHxGcqiKAqaNWtmfsyXLl3CnDlzAFg+l2QdWBQismMukjO+082DJ9zVjmJ1tobkUjuCBW3Tt+A0qJfaMYiIiOg16Pt0ga5TK7VjWDWfe7fQT39e1QzOOmBTH1cU8M744XDDhg2xePFic9Hl/Pnz5p937dqFiIgIxMTEYOfOnXjzzTfRoEEDrF+/3nyJ2cOHD3Hv3j14eHggKioqxX2kdl/JkiVx9epV3Lp1C4qi4LvvvkPt2rVTzaooCm7fvo0GDRpgzpw5+Pvvv81Zk9SsWRPffvstAGDTpk2oWrUqAMDf3x+nT58GAPOlaC/L9rzg4GAcOHAAt27dAgBERkaaewqR9WFRiMjOBciFsEw3Xe0YVmdS2+sQPp5qxwAASPnzwmX5HLVjEBERUSZwWfwp5GKF1Y5h1QasnQA3FXsLLevsgqqFta+0br9+/VC4cGFUqFABZcuWxciRI82DPVepUgUtWrRAhQoV0L9/fwQEBKBMmTKYOHEiGjRogHLlyqFZs2Z48uQJfH19UbFiRQQGBmLaNMseZi1atMB3331nHmg6iYuLC5YtW4ZWrVqhXLlyKF68OFq3bp1qVpPJhHfeeQflypVD5cqVMWnSJGhemN12ypQpOHjwIMqVK4cvvvgCCxYsAJA4vfy2bdsQFBSEv//+27x8vXr1cPLkSVSoUCHZQNNJcuXKheXLl6Ndu3YoV64cateubS4QkfWRRNI7mIjs2vuGWfjc9I3aMazKgQllUHrREXVDeLjDff9maMqXVjcHERERZRrT2UuIrt8OiHx5jwpHNm3sRiyMKpXt+x3f0AlTm2b+2E8rV67E+fPnzZdJEdkK9hQichAztO8hWKqgdgyrMr3PEyCV6UezhVYL128XsyBERERkZzTlSsFtwzIghYF9KdHA7ybCJZufnjbltZjSxMqmPyNSGYtCRA5CK2mxXj8fb0hF1Y5iNfYXu4fIumVV27/LF59A16hetuwrJCQEN27cSPX++fPnIyEhIVuyvI7w8HAsW7bM/PvBgwfRvn17AMCSJUuwfv16taIRERFZ0NavCZfln6l7AsqK5fr7Kvq4XM22/VUoIGPFO64Wg0Fnpl69erGXENkkFoWIHEhuyRe79F+juFRY7ShW49sQN1X26zzzA+h7d8707b44eGCSr776CgEBAamuZ6tFoee9++676NSpU7q3ldpzRURElFn0XdvAee5UtWNYrYHrJsD51Yb2yRA/Twnfh7jBVc8CHdGLWBQicjB5pZzYpf8fikoF1Y5iFWY0uQolf+5s3afTuKFwGjkgxftCQ0NRrlw5dOzYEaVKlULPnj1hNBoBAMePH0edOnVQqVIltGjRAk+ePAEAFC5cGOPGjUOFChWwf/9+jBkzBiVLlkT58uXx0UcfAQDq1q1rnh2jW7duKF26NAIDA7FixQp88cUXuHv3LqpXr46WLVsCAHbv3o3g4GBUqFAB3bp1MxeMcubMidGjRyMwMBANGjRATEwMAODq1auoV68eypcvjypVqiAiIgImkwmjRo1ClSpVUL58eaxduzbZ4xVCYMSIEShbtiyCgoKwb98+AInX5Y8ePdq8XOXKlREaGoqJEyfi4sWLCAoKSjYo45QpU7Bo0SIAwI0bN9CoUSNUrlwZ9evXR2hoqPl5GDFiBCpXrozVq1dn/MUjIiLKIKfBveH00Ti1Y1ilPKGX0cvtepbuw99Hwp7Bbsj/CjONETkCfjKIHFB+KQ92679mYQhAvNaEP3qVyLb9OU0YDudp7790mfPnz+P999/HpUuXYDAYsGbNGhgMBowaNQo//PADTpw4gTZt2uCTTz4xr1OwYEGcOnUKFStWxPr163Hp0iWcOXMGQ4cOtdj26dOncfPmTVy8eBHnzp1D27ZtMXjwYOTLlw9HjhzBjz/+iLCwMMyePRv79+/HqVOnULRoUSxfvhwA8PjxYzRu3Bjnzp1D/vz5zVOUduvWDePHj8eZM2dw4MABuLq64n//+x/8/Pzw559/4tixY5g1a5Z5OtYkmzdvxvXr13H27Fls2bIFISEhePbsWarPzccff4zSpUvj9OnTmDRpUqrLDRo0CEuXLsXx48fxwQcfYMyYMeb7dDodjh8/jl69er30dSAiIsoszu8PhtOkUWrHsEqDN0yEUxb1FirrJ+OXEe4omUeT9sJEDiobOusRkTUqKPlhv341WiT0xzmRfddzW6NJPe5gz0wt8G+PnCyh0cBl4cfQh7yT5qLFihVD5cqVAQCdO3fGjz/+iMqVK+PMmTOoX78+AMBoNKJMmTLmdTp06AAA8PLygpeXF/r06YPWrVujefPmFtsuWrQo7t69i8GDB6NVq1Zo2LBhsv0fO3YMZ8+eRXBwMAAgPj4ezZo1AwC4u7vjrbfeAgBUqlQJoaGhiIyMxJMnT8zbcnd3BwDs2bMH58+fx5o1awAAERER+Ouvv+Dr62ve1+HDh9G1a1fIsozChQujRIkSuHLlSprP0ctER0fj0KFD5ilahRBwc/vvMsGk54qIiCg7OX8wArJfbsQNnZi13zlsTN4bF9Dd/S98FZ65417WLKrB9yFu8HblJWNEL8OiEJEDyyvlxF79SrROGIRj4rTacVRzxu8JHjYvj9xbTmTNDlxd4Lp2MXTN3krX4s8PgChJEiRJgqIoqFChAg4cOJDyLlxdAQBarRbHjx/Hnj17sG7dOqxZswabNm0yL+fj44Nz585hx44dmDdvHvbs2ZNsUERFUdCsWTOsWLEi2X6cnP6bsUOj0bx0XB5FUbB06VLUqVMnXY/7eVqtFoqimH+Pj49P97qKoiBPnjw4ffp0ivcnPVdERETZTd+3K6T8fojtOhCIjlE7jtUYuvFDfNN4LRIyabi/FmW1WNvTFc46FoSI0sLLx4gcnLfkiR365Wgk11I7iqqW9s2a7Uq5fOG2b0O6C0IAcO3aNZw8eRIAsH79etSsWRNvvPEGbt++jRMnEgtX8fHxuHz5crJ1o6OjERERgRYtWmDu3LnJCiNhYWFQFAUdO3bElClTzPd7eHggKioKABAcHIwDBw7g1q1bAIDIyEjcvHkz1byenp7IkSMH9u7da85gMBjQsGFDLF682Fw4ShrT6Hk1a9bEunXrIITArVu3cO3aNZQsWRL+/v44c+YMAODixYvm3kPP53xZnjx58uCnn34CkDig9Pnz51+6DhERUXbRNa4H9583QfLL3jENrVm+a2fwjuetTNlWnzd12NCHBSGi9GJRiIjgKrnge90ifKgdDA0c85rrRXWuw1iiUKZuUy5WGG6/boG2clCG1itbtixmzpyJUqVKQZZldO3aFXq9HuvXr8fw4cNRvnx5VKpUyVw0eV5UVBSaN2+O8uXLo2HDhpg5c6bF/Xfu3EGdOnVQvnx5DBo0CJMnTwYA9OvXD/Xq1UPLli2RK1cuLF++HO3atUO5cuVQu3Ztc4EoNatXr8ZHH32EcuXKoUGDBoiNjUW/fv1QuHBhVKhQAWXLlsXIkSMhhLBYr23btihatCgCAwPRqlUrLF++HM7OzqhZsyZy5syJUqVKYcaMGShVqhQAwNfXFxUrVkRgYGCygaaf9+2332LhwoUoX748AgMD8fPPP6fruSciIsoOmgpl4X7oR8ilsm9cQ2s3bPOH0L3m19DxDZ2wpLMrNDILQkTpJYkXv6ETkUM7opxEr4Rx+Bt31Y6S7b75MhCNxh7OlG1pWzWGy5JZkH19MrReaGgo2rdvj+PHj2dKDiIiIrJeIjwCcQPHwbB5m9pRrMKoD3bimycZnwjFyxmY394F71TWZ0EqIvvGnkJEZKG6XBF/OG1Ce7mR2lGy3cQuNwFXl9fbiLsbXJbNhtvG5RkuCBEREZFjkby94Prdl3D53zzA00PtOKob/sNkaDN4hPpWSS1OjfNgQYjoFbGnEBGlaqXxe4wyfoIYxKkdJdv8PuQNFP7m91daV/NmJbismA9NQOHMDUVERER2Twm9jdjew2H67U+1o6hqxAe7sfZJ/jSXc9MDn7Z0xoCaTmkuS0SpY08hIkpVL21bHNNvRJBUSu0o2eazkNiMr6TVwmnSKLgd2MyCEBEREb0SuXBBuP28CU7T3gd0OrXjqGb4j1OhSeMotWZRDU6878GCEFEmYE8hIkpTgjBgmnERFppWIx4JasfJcrfq54Hz8avpWlZTJQjO86dBW6VCFqciIiIiR2E6dQ5xIyfDdMQxew0N+WAv1j/xS3a7sw6Y2tQZw+voIXMwaaJMwZ5CRJQmvaTDR7qROO+0HX007aGFVu1IWWpLSK40l5GLFoLL2sVw/+0nFoSIiIgoU2kqBML94PdwXbcUcrHCasfJdiO2f4QXaz5vldTi2Ch3jKznxIIQUSZiTyEiyrAbyt+YZvwCG5WdUKCoHSfTecc54XKpeEhPIpLdJ/n6wGn8MOjf7QFJzwENiYiIKGsJgwEJS1cj/uP5EI+fqh0n2wz88GdsepwHwUU0mNbUGXWK2/dJSSK1sChERK/svHIVU42L8JOyX+0ome7nD8qi7Oe//XeDsxP0g/vAeexgSN5e6gUjIiIihyQiIvHsk4VI+HIlEPdM7ThZLrRrCP4ZMwHNyjju+EpE2YFFISJ6bX8oZzHF+Dn2K8fUjpJp6t7Ii/UVr0LKnRP6/t2h798Ncp60LysjIiIiykrK46dIWLYaCUtWQdx7qHacTKepVwPO7w+GtkEttaMQOQQWhYgo05xRLmO9aTs2mHbiH9xXO85rqS5VxPpfOiBn3Ua8TIyIiIisjkhIgGHzdiR8tRamQ7+rHee1SLlzQtepFfTdO0ATVEbtOEQOhUUhIsp0Qgj8Jk5ig2kHvjftQRhs4/p3P+TCO5qW6Klpg+JyYbXjEBEREaWL6fJ1JKz4DoYtuyBu/q12nPRxdoKu+dvQdWsPbcM6kLQcM4hIDSwKEVGWMgojflaOYp1pO35S9iMasWpHMtNBi0pSGdSSq6CuXA115arQSBq1YxERERG9MtOFKzDu+BmG7ftgOnYCUKxoUhAPd2hrVIGuVWPo2jeH5OWpdiIih8eiEBFlmzjxDPuVYziqnMIf4ixOKheytUj0fBGotlwF1eUKcJNcs23/RERERNlJCXsC4879MO4+ANPJs1Bu3AKy8/DP0wPaGlWgrR0MTZ03oakQCEnDE3BE1oRFISJSjUmYcEFcwynlEi6J67gobuCicv21xyNyhQvySjnhh9zIJ+VCUakQasqVWAQiIiIihyaiY2A6dwmmsxehnLkI05kLMF24AsTGvd6G3VwhF/VP/D+gMOQAf2gqlGURiMgGsChERFYnUkTjoXiMGMQhGrGIFYn/xiAWMSLO/O8zxMNH8oKflMtcAPKTcsNL8lD7IRARERHZDBEVDRH2BMrjJxBhTyHCnkA8fgLx+Gni5WdaLaDRADotJHc3SO6ugJsb5Px5EwtBeXOr/RCI6BWxKERERERERERE5IBktQMQEREREREREVH2Y1GIiIiIiIiIiMgBsShEREREREREROSAWBQiIiIiIiIiInJALAoRERERERERETkgFoWIiIiIiIiIiBwQi0JERERERERERA6IRSEiIiIiIiIiIgfEohARERERERERkQNiUYiIiIiIiIiIyAGxKERERERERERE5IBYFCIiIiIiIiIickAsChEREREREREROSAWhYiIiIiIiIiIHBCLQkREREREREREDohFISIiIiIiIiIiB8SiEBERERERERGRA2JRiIiIiIiIiIjIAbEoRERERERERETkgFgUIiIiIiIiIiJyQCwKERERERERERE5IBaFiIiIiIiIiIgcEItCREREREREREQOiEUhIiIiIiIiIiIHxKIQEREREREREZEDYlGIiIiIiIiIiMgBsShEREREREREROSArL4oFB0djZCQEOTNmxeSJGHEiBEAgAcPHqB9+/bw9fWFJEmYP39+tmVauXIlJElCaGhotu3TXqT2eqZEkiQMGTIkW3JJkoQpU6akudyUKVMgSVLWB0pFr1694O7unu37rVu3LsqWLZvt+00PthH2JSNtRGrS+3l+HSm9xnXr1kXdunWzdL9Z4eDBg5AkCQcPHsyU7dnq80Avx7bWvmRGW0v/KVy4MHr16qV2DLIybDftiz23m1o1drpy5Ur07t071fuPHj2KN998EwAwY8YMrFy5Eh9++CECAgJQqlQpAMDIkSOxe/duTJ48GXnz5kXlypUzPeeMGTNQunRptG7dOtO37ahSez2Jnsc2wnGxjUidNb3fLl68iA0bNqBXr14oXLiw2nEyxJqeR7WxrXVcbGuJXg3bTceVme3m3bt3sWzZMrRu3RpBQUGZF/IVqVIUSjJt2jQUKVIk2e3FihUz/7x//368+eabmDx5ssUy+/fvR6tWrTB69Ogsyzdjxgy0b98+2Yepe/fu6Ny5M5ycnLJs3/YqtdeTKCVsIxyPLbcRe/bsydLtp/Z+U8PFixcxdepU1K1bN1lRKKufh9dlTc+jtWBb63hsua0lsgZsNx1PZrabd+/exdSpU1G4cGEWhZo0aZJmZfThw4coXbp0ird7e3tnUbKX02g00Gg0quzb1qX2ehKlhG2E47HlNkKv16sdwSrwebA9bGsdT3a1tTExMXBzc8vy/RBlN7abjseWv6OmxWrHFEoa4+DmzZvYvn07JEmCJEnm6yCFEPjiiy/MtycJDw/HiBEjULBgQTg5OaFYsWKYOXMmFEWx2L6iKFiwYAECAwPh7OyMXLlyoXHjxjh+/DiAxDEpYmJisGrVKvM+kq4VfvFazObNm6No0aIpPo7g4OBkDcaaNWtQqVIluLi4IEeOHOjcuTNu375tsUzSGC4XL15EvXr14Orqivz582PWrFnJ9hEfH4/JkyejWLFicHJyQsGCBfH+++8jPj7eYrm9e/eiZs2a8Pb2hru7O0qWLIkJEyZYLLNw4UKUKVMGrq6u8PHxQeXKlfHtt9+m8ir95+HDh+jbty/y5MkDZ2dnlC9fHqtWrTLfn9rrmZ7rWdeuXYuSJUvC2dkZlSpVwq+//mpxf2qXL6Q0/k98fDxGjhyJXLlywcPDAy1btsQ///yT4n4PHz6MKlWqwNnZGQEBAVi6dGmyZerUqYPy5cunuH7JkiXRqFGjNB/f837//Xc0bdoUPj4+cHNzQ7ly5bBgwYJky925cwetW7eGu7s7cuXKhdGjR8NkMlksoygK5s+fjzJlysDZ2Rl58uTBgAED8PTp02Tb27lzJ+rUqQMPDw94enqiSpUqab7ue/bsgaurK7p06QKj0Zihx5kZ2EawjUjv5zkjbUTSWGZptTspSWksnWfPnmHKlCkoUaIEnJ2d4efnh7Zt2+LGjRvmZebMmYPq1avD19cXLi4uqFSpEjZt2pQsV2rvNyCxTejTpw/y5MkDJycnlClTBl9//XWyjP/88w9at24NNzc35M6dGyNHjkz2PkjLypUr0aFDBwBAvXr1zHmSxiR68XlIem03bNiAqVOnIn/+/PDw8ED79u0RERGB+Ph4jBgxArlz54a7uzt69+6dYqb0fC6uXbuGdu3aIW/evHB2dkaBAgXQuXNnREREpPk83rp1C4MGDULJkiXh4uICX19fdOjQIdl7MOnzffjwYQwbNgy5cuWCt7c3BgwYgISEBISHh6NHjx7w8fGBj48P3n//fQghzOuHhoZCkiTMmTMH8+bNg7+/P1xcXFCnTh2cP38+Q69FdmBby7Y2Li4Ow4YNQ86cOc1t7Z07d5KN35bUpl68eBFdu3aFj48PatasCQAwGo2YPn06AgIC4OTkhMKFC2PChAnJnpvjx4+jUaNGyJkzJ1xcXFCkSBH06dPHYpl169ahUqVK5u8sgYGBKX5XSk3ZsmVRr169ZLcrioL8+fOjffv25tvS0z6nJLUxKFMbz2Xnzp2oVasW3Nzc4OHhgWbNmuHChQvpfkxkXdhust18Wd6DBw+iSpUqAIDevXtbvD+S/P7772jcuDG8vLzg6uqKOnXq4LfffrPYR1I7c/nyZXTs2BGenp7w9fXF8OHD8ezZszQf9/NU7SkUERGBsLAwi9skSYKvry9KlSqF1atXY+TIkShQoABGjRoFAKhQoQJWr16N7t274+2330aPHj3M68bGxqJOnTq4c+cOBgwYgEKFCuHIkSMYP3487t27ZzGIV9++fbFy5Uo0adIEISEhMBqNOHToEI4dO4bKlStj9erVCAkJQdWqVdG/f38AQEBAQIqPo1OnTujRowf+/PNP8wsMJH7BPHbsGGbPnm2+7eOPP8aHH36Ijh07IiQkBI8ePcLChQtRu3ZtnDp1yqJq/PTpUzRu3Bht27ZFx44dsWnTJowdOxaBgYFo0qQJgMRGoWXLljh8+DD69++PUqVK4dy5c5g3bx6uXr2KLVu2AAAuXLiA5s2bo1y5cpg2bRqcnJxw/fp1izfX8uXLMWzYMLRv3978Zjp79ix+//13dO3aNdXXMS4uDnXr1sX169cxZMgQFClSBBs3bkSvXr0QHh6O4cOHp/p65sqVK9XtAsAvv/yC9evXY9iwYXBycsLixYvRuHFj/PHHH6808HFISAjWrFmDrl27onr16ti/fz+aNWuWbLlz586hYcOGyJUrF6ZMmQKj0YjJkycjT548Fst1794d/fr1w/nz5y3y/Pnnn7h69So++OCDdGfbu3cvmjdvDj8/PwwfPhx58+bFpUuXsG3bNgwfPty8nMlkQqNGjVCtWjXMmTMH+/btw2effYaAgAAMHDjQvNyAAQPM1z0PGzYMN2/exKJFi3Dq1Cn89ttv0Ol0ABL/OPTp0wdlypTB+PHj4e3tjVOnTmHXrl2pvu7btm1D+/bt0alTJ3z99ddZdsaBbQTbiJe1Een9PGdUZrU7JpMJzZs3x88//4zOnTtj+PDhiIqKwt69e3H+/Hnz+2XBggVo2bIl3nnnHSQkJGDdunXo0KEDtm3bZn48L3u/PXjwAG+++aa5oJUrVy7s3LkTffv2RWRkpHkgxLi4ODRo0AB///03hg0bhnz58mH16tXYv39/hp6f2rVrY9iwYfj8888xYcIE8zX1aV1b/8knn8DFxQXjxo3D9evXsXDhQuh0OsiyjKdPn2LKlCk4duwYVq5ciSJFimDSpEnmddPzuUhISECjRo0QHx+PoUOHIm/evLhz5w62bduG8PBweHl5vfR5/PPPP3HkyBF07twZBQoUQGhoKL788kvUrVsXFy9ehKurq8XjSdrH1KlTcezYMSxbtgze3t44cuQIChUqhBkzZmDHjh2YPXs2ypYta9EWAcA333yDqKgoDB48GM+ePcOCBQtQv359nDt3LtnfmqzGtpZt7cva2l69emHDhg3o3r073nzzTfzyyy8vbWs7dOiA4sWLY8aMGeaCaEhICFatWoX27dtj1KhR+P333/HJJ5/g0qVL+OGHHwAkHpglffcaN24cvL29ERoaiu+//9687b1796JLly5o0KABZs6cCQC4dOkSfvvtN4vvSi/TqVMnTJkyBffv30fevHnNtx8+fBh3795F586dzbelp31+XatXr0bPnj3RqFEjzJw5E7Gxsfjyyy9Rs2ZNnDp1yubGbXMUbDfZbqbWbqaVt1SpUpg2bRomTZqE/v37o1atWgCA6tWrA0i8TK1JkyaoVKkSJk+eDFmWsWLFCtSvXx+HDh1C1apVLfbXsWNHFC5cGJ988gmOHTuGzz//HE+fPsU333yT6uNORqhgxYoVAkCK/zs5OVks6+/vL5o1a5ZsGwDE4MGDLW6bPn26cHNzE1evXrW4fdy4cUKj0Yi///5bCCHE/v37BQAxbNiwZNtVFMX8s5ubm+jZs2eq+W/evCmEECIiIkI4OTmJUaNGWSw3a9YsIUmSuHXrlhBCiNDQUKHRaMTHH39ssdy5c+eEVqu1uL1OnToCgPjmm2/Mt8XHx4u8efOKdu3amW9bvXq1kGVZHDp0yGKbS5YsEQDEb7/9JoQQYt68eQKAePToUbLHk6RVq1aiTJkyqd6fmvnz5wsAYs2aNebbEhISRHBwsHB3dxeRkZHm21N7PVOS9J44fvy4+bZbt24JZ2dn0aZNG/NtPXv2FP7+/snWnzx5snj+LX769GkBQAwaNMhiua5duwoAYvLkyebbWrduLZydnc2vnRBCXLx4UWg0GotthoeHC2dnZzF27FiLbQ4bNky4ubmJ6OjodD1Wo9EoihQpIvz9/cXTp08t7nv+PdmzZ08BQEybNs1imQoVKohKlSqZfz906JAAINauXWux3K5duyxuDw8PFx4eHqJatWoiLi4u1f3WqVPH/N7YvHmz0Ol0ol+/fsJkMqXr8WUU2wi2EWnJyOc5vW2EEOlvd158jYVIfE3q1Klj/v3rr78WAMTcuXOT7fv591FsbKzFfQkJCaJs2bKifv36Fren9n7r27ev8PPzE2FhYRa3d+7cWXh5eZm3n/Q6bNiwwbxMTEyMKFasmAAgDhw4kGzbqdm4cWOq67z4PBw4cEAAEGXLlhUJCQnm27t06SIkSRJNmjSxWD84ONji9Urv5+LUqVMCgNi4ceNLs6f2PL74OgghxNGjR5N9zpJe+0aNGlm8jsHBwUKSJPHuu++abzMajaJAgQIWz8fNmzcFAOHi4iL++ecf8+2///67ACBGjhz50vyZiW0t29q0nDhxQgAQI0aMsLi9V69eydrapDa1S5cuFssmtdchISEWt48ePVoAEPv37xdCCPHDDz8IAOLPP/9MNc/w4cOFp6enMBqNaWZPzZUrVwQAsXDhQovbBw0aJNzd3S3agvS2z/7+/hbv0ZT+vgiR/D0bFRUlvL29Rb9+/SyWu3//vvDy8kp2O6mP7SbbzbSkJ++ff/4pAIgVK1ZY3K4oiihevHiy7xixsbGiSJEi4u233zbfltTOtGzZ0mIbgwYNEgDEmTNn0syaRNXLx7744gvs3bvX4v+dO3e+8vY2btyIWrVqwcfHB2FhYeb/33rrLZhMJnP3/82bN0OSpBQHiXqV6cY9PT3RpEkTbNiwwaKL+Pr16/Hmm2+iUKFCAIDvv/8eiqKgY8eOFvny5s2L4sWL48CBAxbbdXd3R7du3cy/6/V6VK1aFX/99ZfFYy5VqhTeeOMNi23Wr18fAMzbTKrcbt26NVkXxCTe3t74559/8Oeff2bo8e/YsQN58+ZFly5dzLfpdDoMGzYM0dHR+OWXXzK0vecFBwejUqVK5t8LFSqEVq1aYffu3ckul0pPTgAYNmyYxe0vTidoMpmwe/dutG7d2vzaAYlV3RcvB/Py8kKrVq3w3XffmV97k8mE9evXmy/RSI9Tp07h5s2bGDFiRLJrjFN6T7777rsWv9eqVSvZ+8LLywtvv/22xfuiUqVKcHd3N78v9u7di6ioKIwbNw7Ozs5p7ve7775Dp06dMGDAACxduhSynLVNCNsIthEv2yaQ9uf5VWRWu7N582bkzJkTQ4cOTXbf8+8jFxcX889Pnz5FREQEatWqhZMnT6a5DyEENm/ejBYtWkAIYfEaN2rUCBEREebt7NixA35+fhaXRri6uprPIma1Hj16mHsoAkC1atUghEh2aUi1atVw+/Zt82Wp6f1ceHl5AQB2796N2NjYDOd7/nUwGAx4/PgxihUrBm9v7xRfi759+1q8jkmPp2/fvubbNBoNKleubPGZTNK6dWvkz5/f/HvVqlVRrVo183s7O7GtZVubml27dgEABg0aZHF7Su1akhe/oyS9p9977z2L25POtm/fvh3Af8/Ntm3bYDAYUty2t7c3YmJisHfv3nQ+guRKlCiBoKAgrF+/3nybyWTCpk2b0KJFC4u24HXa5/TYu3cvwsPD0aVLF4v3jUajQbVq1ZK9F8l6sN1ku5ma9ORNzenTp3Ht2jV07doVjx8/Nj8nMTExaNCgAX799ddk2xw8eLDF70ntc0a+T6h6+VjVqlUzdQq+a9eu4ezZs6l25Xr48CEA4MaNG8iXLx9y5MiRafvu1KkTtmzZgqNHj6J69eq4ceMGTpw4YdHV79q1axBCoHjx4ilu4/kvywBQoECBZB9uHx8fnD171mKbly5dSvMxd+rUCV999RVCQkIwbtw4NGjQAG3btkX79u3NB/Zjx47Fvn37ULVqVRQrVgwNGzZE165dUaNGjZc+9lu3bqF48eLJCgRJlxLcunXrpeu/TErPVYkSJRAbG4tHjx5ZdPtNy61btyDLcrLukyVLlrT4/dGjR4iLi0tx3yVLlkz2AevRowfWr1+PQ4cOoXbt2ti3bx8ePHiA7t27pztb0vgi6bk0Jena4ef5+PhYjBV07do1REREIHfu3Clu4/nPQnr3e/PmTXTr1g0dOnTAwoUL01w+M7CNsMQ2wnKb6fk8v4rMandu3LiBkiVLQqt9+Z/abdu24aOPPsLp06ctrqFPz5e7R48eITw8HMuWLcOyZctSXCbpNb516xaKFSuWbLuZ8Zylx/NFduC/Ik7BggWT3a4oCiIiIuDr65vuz0WRIkXw3nvvYe7cuVi7di1q1aqFli1bolu3buZ9vUxcXBw++eQTrFixAnfu3LH4cpw0JtGrPp6UxnJL7X22YcOGNLNmNra1ltjWWm5TluVksyw9P8PSi15cNmkbL66TN29eeHt7m3PVqVMH7dq1w9SpUzFv3jzUrVsXrVu3RteuXc0zJQ0aNAgbNmxAkyZNkD9/fjRs2BAdO3ZE48aNM/S4OnXqhAkTJuDOnTvInz8/Dh48iIcPH6JTp04Wy71O+5we165dAwDzQfCLPD09M2U/lPnYblpiu/mf9ORNTVKb0LNnz1SXiYiIgI+Pj/n3F1+TgIAAyLKcrrF7k6haFMpsiqLg7bffxvvvv5/i/SVKlMiyfbdo0QKurq7YsGEDqlevjg0bNkCWZfNgnEn5JEnCzp07UxyDxd3d3eL31MZpef6LqqIoCAwMxNy5c1NcNunLqYuLC3799VccOHAA27dvx65du7B+/XrUr18fe/bsgUajQalSpXDlyhVs27YNu3btwubNm7F48WJMmjQJU6dOzfBzkl1S+8Oc0Z5Er6pRo0bIkycP1qxZg9q1a2PNmjXImzcv3nrrrSzZX3rG71EUBblz58batWtTvD+tsZxS4ufnBz8/P+zYsQPHjx/P1D+E2YVtRHJsI9R16NAhtGzZErVr18bixYvh5+cHnU6HFStWpGtwxKSzRd26dUv1C0S5cuUyNfOrSu39mtb7OCOfi88++wy9evXC1q1bsWfPHgwbNsx8jX2BAgVemm/o0KFYsWIFRowYgeDgYHh5eUGSJHTu3DnFM30ZeTzPfyYdAdva5ByhrU3yfO+a56VVSJEkCZs2bcKxY8fw008/Yffu3ejTpw8+++wzHDt2DO7u7sidOzdOnz6N3bt3Y+fOndi5cydWrFiBHj16WAwMm5ZOnTph/Pjx2LhxI0aMGIENGzbAy8vLorj0Ou1zev/uJLUtq1evTvGEQ1onFch+sN1MzlbbzfTkTU1SmzB79uxUp6p/8bl+0asUre2qpQkICEB0dHSaB+MBAQHYvXs3njx58tIqa0aeUDc3NzRv3hwbN27E3LlzsX79etSqVQv58uWz2K8QAkWKFMm0D3ZAQADOnDmDBg0apJlXlmU0aNAADRo0wNy5czFjxgxMnDgRBw4cMD9nbm5u6NSpEzp16oSEhAS0bdsWH3/8McaPH5/s8qIk/v7+OHv2LBRFsah+Xr582Xz/q0qqlj7v6tWrcHV1NRc2fHx8EB4enmy5Fyu7/v7+UBTFfPY+yZUrVyyWy5UrF1xcXFLc94vLAomNXteuXbFy5UrMnDkTW7ZsQb9+/TI0+HJSb4fz589nSjEpICAA+/btQ40aNVL9cvbifl921g9I7KG0bds21K9fH40bN8Yvv/yCMmXKvHbW7MQ2wn7aiPR+noH0txFJ0tPupEdAQAB+//13GAyGZGfQkmzevBnOzs7YvXu3+Uw4AKxYsSLZsim9fkkzr5lMpjTf1/7+/jh//jyEEBbbSuk5S0tmnSVPj4x+LgIDAxEYGIgPPvgAR44cQY0aNbBkyRJ89NFHAFLPvmnTJvTs2ROfffaZ+bZnz56l+N7JDKm9z+xhUFm2tfbX1t68edPibPT169czvI1r165ZDEj/4MEDhIeHJ8v15ptv4s0338THH3+Mb7/9Fu+88w7WrVuHkJAQAImXobRo0QItWrSAoigYNGgQli5dig8//DDN7zJJihQpgqpVq2L9+vUYMmQIvv/+e7Ru3dqiHc5I+/yipLP44eHhFsMCvPh3J+l7WO7cubPsZCLZBrab9tNupidvao83qU3w9PRMd5tw7do1ix6a169fh6IoGfo+YbVT0r+Kjh074ujRo9i9e3ey+8LDw83jE7Rr1w5CiBSrhs9XL93c3DL0ZbBTp064e/cuvvrqK5w5cyZZF9S2bdtCo9Fg6tSpyc4aCiHw+PHjdO8rSceOHXHnzh0sX7482X1xcXGIiYkBADx58iTZ/UnVx6TusC/uX6/Xo3Tp0hBCpHptNwA0bdoU9+/ft7g222g0YuHChXB3d0edOnUy/LiSHD161OK67du3b2Pr1q1o2LChuegSEBCAiIgIi+6I9+7dM89mkSRppPvPP//c4vbnu0YCiUWeRo0aYcuWLfj777/Nt1+6dCnF9xaQOAvZ06dPMWDAAERHR1tcQ5seFStWRJEiRTB//vxk77lXOcPcsWNHmEwmTJ8+Pdl9RqPRvI+GDRvCw8MDn3zySbKpC1Par5eXF3bv3o3cuXPj7bfftphW2xawjbBky21Eej/PQPrbiCTpaXfSo127dggLC8OiRYuS3Zf0+mo0GkiSZHH2ODQ01DzjxvNSer9pNBq0a9cOmzdvTnE680ePHpl/btq0Ke7evWsxnXJsbGyql529TNJ4aVlVMHleej8XkZGR5s9wksDAQMiybHHZR2qfW41Gk2z7CxcuzLIeZVu2bMGdO3fMv//xxx/4/fffze9tW8a21pItt7VJYykuXrzY4vaMXEbetGlTAMnb56TeAUmzeD19+jTZ65HWcyPLsrk35ItTWKelU6dOOHbsGL7++muEhYUle59kpH1+UdKBXdI4MADMU4Q/r1GjRvD09MSMGTNSfG2fb8PJvrHdtGTL7WZ68qb2PapSpUoICAjAnDlzEB0dnWw7KbUJX3zxhcXvSe1zRr5PqNpTaOfOneYq3POqV6+OokWLZnh7Y8aMwY8//ojmzZujV69eqFSpEmJiYnDu3Dls2rQJoaGhyJkzJ+rVq4fu3bvj888/x7Vr19C4cWMoioJDhw6hXr16GDJkCIDEF2Xfvn2YO3cu8uXLhyJFiqBatWqp7r9p06bw8PDA6NGjzV/UnxcQEICPPvoI48ePR2hoKFq3bg0PDw/cvHkTP/zwA/r374/Ro0dn6DF3794dGzZswLvvvosDBw6gRo0aMJlMuHz5MjZs2IDdu3ejcuXKmDZtGn799Vc0a9YM/v7+ePjwIRYvXowCBQqgZs2aABILBHnz5kWNGjWQJ08eXLp0CYsWLUKzZs3g4eGRaob+/ftj6dKl6NWrF06cOIHChQtj06ZN+O233zB//vyXrpuWsmXLolGjRhZTQwOwaAg7d+6MsWPHok2bNhg2bJh5Ks8SJUpYHNgFBQWhS5cuWLx4MSIiIlC9enX8/PPPKZ7tmjp1Knbt2oVatWph0KBB5sahTJkyFgeWSSpUqICyZcuaB0yrWLFihh6nLMv48ssv0aJFCwQFBaF3797w8/PD5cuXceHChVSLUampU6cOBgwYgE8++QSnT59Gw4YNodPpcO3aNWzcuBELFixA+/bt4enpiXnz5iEkJARVqlRB165d4ePjgzNnziA2NjbFrtg5c+bE3r17UbNmTbz11ls4fPiwxWCpmYltBNuI1GTk85zeNiJJetqd9OjRowe++eYbvPfee/jjjz9Qq1YtxMTEYN++fRg0aBBatWqFZs2aYe7cuWjcuDG6du2Khw8f4osvvkCxYsWStTWpvd8+/fRTHDhwANWqVUO/fv1QunRpPHnyBCdPnsS+ffvMX0769euHRYsWoUePHjhx4gT8/PywevXqZFOtp0dQUBA0Gg1mzpyJiIgIODk5oX79+qmOY/Y60vu52L9/P4YMGYIOHTqgRIkSMBqNWL16dbLPWmrPY/PmzbF69Wp4eXmhdOnSOHr0KPbt2wdfX99Mf0xA4pgsNWvWxMCBAxEfH4/58+fD19c31UsHshLbWra1qalUqRLatWuH+fPn4/Hjx+Yp6a9evQogfb0Rypcvj549e2LZsmUIDw9HnTp18Mcff2DVqlVo3bo16tWrBwBYtWoVFi9ejDZt2iAgIABRUVFYvnw5PD09zYWlkJAQPHnyBPXr10eBAgVw69YtLFy4EEFBQRa9kNKjY8eOGD16NEaPHo0cOXIkOyufkfb5RQ0bNkShQoXQt29fjBkzBhqNBl9//TVy5cplccLR09MTX375Jbp3746KFSuic+fO5mW2b9+OGjVqpHhigdTHdpPtZmrSkzcgIADe3t5YsmQJPDw84ObmhmrVqqFIkSL46quv0KRJE5QpUwa9e/dG/vz5cefOHRw4cACenp746aefLPZ38+ZNtGzZEo0bN8bRo0exZs0adO3aFeXLl09/6HTPU5aJXjaVH16Ymi0jU/kJkTi14/jx40WxYsWEXq8XOXPmFNWrVxdz5syxmArXaDSK2bNnizfeeEPo9XqRK1cu0aRJE3HixAnzMpcvXxa1a9cWLi4uAoB5Wr+UpiJO8s477wgA4q233kr18W/evFnUrFlTuLm5CTc3N/HGG2+IwYMHiytXrpiXeX4K8OelNLVyQkKCmDlzpihTpoxwcnISPj4+olKlSmLq1KkiIiJCCCHEzz//LFq1aiXy5csn9Hq9yJcvn+jSpYvFtIdLly4VtWvXFr6+vsLJyUkEBASIMWPGmLfxMg8ePBC9e/cWOXPmFHq9XgQGBiabYk+IjE9JP3jwYLFmzRpRvHhx4eTkJCpUqJDiFMh79uwRZcuWFXq9XpQsWVKsWbMmxelA4+LixLBhw4Svr69wc3MTLVq0ELdv3042raoQQvzyyy+iUqVKQq/Xi6JFi4olS5akOsWoEIlTNwIQM2bMSNfjS8nhw4fF22+/LTw8PISbm5soV66cxZSpPXv2FG5ubsnWSy3XsmXLRKVKlYSLi4vw8PAQgYGB4v333xd37961WO7HH38U1atXFy4uLsLT01NUrVpVfPfdd+b7U3o/Xr9+Xfj5+YlSpUq9dMrFV8E2gm1EemTk85zeNiK97U56pqQXInEK0YkTJ4oiRYoInU4n8ubNK9q3by9u3LhhXuZ///ufeV9vvPGGWLFiRYrZUnu/CZH4/A4ePFgULFjQvJ8GDRqIZcuWWWzj1q1bomXLlsLV1VXkzJlTDB8+XOzatUsgg1PSCyHE8uXLRdGiRYVGo7FYP7Up6V+cKj7pOXxx+umkx/5iu5LW5+Kvv/4Sffr0EQEBAcLZ2VnkyJFD1KtXT+zbty9dz+PTp0/N71F3d3fRqFEjcfny5WRTTWc094vtdtKU9LNnzxafffaZKFiwoHBychK1atXK0PSxmYFtLdva9IiJiRGDBw8WOXLkEO7u7qJ169bmad0//fRT83KpfQaEEMJgMIipU6ea28KCBQuK8ePHi2fPnpmXOXnypOjSpYsoVKiQcHJyErlz5xbNmzcXx48fNy+zadMm0bBhQ5E7d26h1+tFoUKFxIABA8S9e/fS9VheVKNGDQFAhISEpHh/etvnF9sJIYQ4ceKEqFatmjnn3LlzU33PHjhwQDRq1Eh4eXkJZ2dnERAQIHr16mXx2Mk6sN1ku5mW9OQVQoitW7eK0qVLC61Wm+y9c+rUKdG2bVvz4/H39xcdO3YUP//8s3mZpLbo4sWLon379sLDw0P4+PiIIUOGiLi4uDRzPk8SwsFGPyTKIgsWLMDIkSMRGhqabFYaIrINkiRh8ODBPDNLWSY0NBRFihTB7NmzM3xWlchanD59GhUqVMCaNWvwzjvvqB2HiMjhTJkyBVOnTsWjR4+QM2fO19qWXY0pRKQWIQT+97//oU6dOiwIERERkd2Ii4tLdtv8+fMhyzJq166tQiIiIspMdjX7GFF2i4mJwY8//ogDBw7g3Llz2Lp1a7Jlnjx5goSEhFS3odFoXmmKeCKizBYXF4eIiIiXLpMjRw7o9fpsSkREaps1axZOnDiBevXqQavVmqeC79+/v3nKaGtx//79l97v4uICLy+vbEpDRGQbWBQieg2PHj1C165d4e3tjQkTJqBly5bJlmnbti1++eWXVLfh7++P0NDQLExJRJQ+69evR+/evV+6zIEDB1C3bt3sCUREqqtevTr27t2L6dOnIzo6GoUKFcKUKVMwceJEtaMl4+fn99L7e/bsiZUrV2ZPGCIiG8ExhYiy2IkTJ/D06dNU73dxcUGNGjWyMRERUcru3buHCxcuvHSZSpUqwcfHJ5sSERGl3759+156f758+VC6dOlsSkNEZBtYFCIiIiIiIiIickAcaJqIiIiIiIiIyAGxKERERERERERE5IBYFCIiIiIiIiIickAsChEREREREREROSAWhYiIiIiIiIiIHBCLQkREREREREREDohFISIiIiIiIiIiB8SiEBERERERERGRA2JRiIiIiIiIiIjIAbEoRERERERERETkgFgUIiIiIiIiIiJyQCwKERERERERERE5IBaFiIiIiIiIiIgcEItCREREREREREQOiEUhIiIiIiIiIiIHxKIQEREREREREZEDYlGIiIiIiIiIiMgBsShEREREREREROSAWBQiIiIiIiIiInJALAoRERERERERETkgFoWIiIiIiIiIiBwQi0JERERERERERA6IRSEiIiIiIiIiIgfEohARERERERERkQNiUYiIiIiIiIiIyAGxKERERERERERE5IBYFCIiIiIiIiIickAsChEREREREREROSAWhYiIiIiIiIiIHBCLQkREREREREREDohFISIiIiIiIiIiB8SiEBERERERERGRA2JRiIiIiIiIiIjIAbEoRERERERERETkgFgUIiIiIiIiIiJyQCwKERERERERERE5IBaFiIiIiIiIiIgcEItCREREREREREQOSKt2ALJtRmHEfYThoXiMR+IJKsU8gnfCY0CJAyQ9ILtAkl0B2Q2SxguSUxFIunxqxyYiQoyIxT3xCPfwCPfEQ0SIaBhhhAIFGmiggw6+khf8pNzIK+WCH3JBL+nUjk1EDu6ZiMctcQePEY6nIhJPEIEoEQ0ZMnTQQQctnCQ9csALflIuFJT84CV5qB2biBxcvEjAP+I+HiMcYeIJysc+QZ74MEB5BshO/x4zuv973OgNyakoJG1OtWM7BBaFKENuKH/jD3EWx5VzOK6cxxlxGc8Qb75/R7gPqj/58+Ubkd0g6YtCcgqA7FIOsnstSK5VIclOWZyeiByREALXxS2cFBdxSrmAk+IizipXEI7IDG1HggQ/5EKQXApBUilUlMugolwG+aTcWZSciBzdQ/EYvykncUI5j0viBi6JGwgVd6BAydB2vOGJN6SiqCyXRUW5DCpLZVFcKgxJkrIoORE5MqMw4ry4huPKeZwUF3BCOY+L4joMMJqX+S4qP5o8/OXlG9LkgORU7N/jxiDI7nUguZSDJPGCp8wkCSGE2iHIej0VEdho2oltykEcV87hCSJeuvy6x/nR+FEaH+6USM6Q3apCdq8D2asVZJeyr5iYiCjxTPoB5Ri2KQex0/QL7uJhlu2rlBSAZnJdNNfUQ1WpHGR+USGiVySEwK/Kn9iuHMQ+5QguiutZtq888EVjTW00l+uhgRwMV8kly/ZFRPbvtriHdabt2GY6kKzjQEqWRhRFp3t7Mr4jjQ9k91qQ3etC49USkr7AKyamJCwKUTJGYcQu5RDWmn7EDuUXxCMh3esuiSiKzq/y4X6B5FwKGp8u0Pi8A0mf/7W3R0T2TxEK9iq/YaXpe+xWDiMWcdmeITdyoI2mIXpr2iFILpXt+yci23RBuYZvTT9hvWkH/sH9bN+/M5zQRK6NPpr2eEuuzh5ERJQukSIa35v24FvlJxxSjkMg/aWFOdElEfLP9tdMIEFyqw5Njq7QeHeEpOGlsq+CRSEyu6L8hWWm9dhg2olHePJK25gVXRL9X/vD/TwNZK9m0OZ5H7Jr5UzcLhHZi6ciAitMm7HEuA5/467accyqSIEYpH0H7eVG0HEsIiJ6gRACPyo/Y65xBX4XZ9SOY1ZUKog+mvborWkHX8lb7ThEZIUOKcex1PgdtikH0+wRlJpJcaXx3q0fMy+U7JbYqSD3aMhOhTNvuw6ARSHCXfEQ04yLsNq0FSaYXmtbE+PKYMytrZmUzJLs0QDaPGMhu9fOku0TkW2JEjGYZ1yBz03fIBqxasdJVQHkxQfaQeiuaQWNpFE7DhGpzCAMWGP6EfNMK3FV3FQ7Tqrc4YoBms4Yqe2NnJKP2nGIyAqcU67gA+N87FYOvfa2RsaXxeSbW14/VDJayD6dE48bnYtnwfbtD4tCDixSRGOO8X9YZFqTaZdZDIkvi4+y5MP9H8mtJnQF5kF2CczS/RCRdUoQBiwzrcNM4/JX7tWohlJSAKZqh6GlpoHaUYhIJbtNhzDGOMuqi0Ev8oQ7Rmh7YaSmF1wkZ7XjEJEKQpU7mGpciPXKjgwPdJ+avoZAfHbjh0zZVspkyD6docs3A5Iubxbux/ZxNEwHlCAMWGRcjdLxTTDLtDxTx92IyIZ3lIg5jIQrwTDcGQthis607fbq1QvR0S/fXvv27TO0zdDQUIwePTpdy06ZMgXnz5/P0PaJHM3PpqMol9ACo40zbaogBACXxA10NAxHg/ieuK7cUjsOEWWj68ottEkYhFaGgTZVEAKASERjmnERKia0xs+mo2rHIaJs9FiEY5ThE5RLaI7vlG2ZVhACgEgp87aVMgXK028Rf6k8jI+WQIjM25+9HTdySnoHc0m5gZ6G93FWXMmS7UfIWf3hTmKE6dECmMI3QZd/HjTeLV+69MqVK/HLL7+gaNGikGUZEydOxNSpU/H06VNERERgwYIFOH36NGbMmIGuXbuibNnE2c92796NdevWwcfHB2PHjkVCQgImT56M06dPY/r06fD398fkyZMhhICHhwc++ugjjBkzBkajEYUKFUKbNm0AAMePH8c333yD6dOnJ1u+X79+yJUrF44ePZrhxoPIUUSJGIw3zsFXpo1qR3ltv4kTqJLQDtO0wzFY8w5nKyOyY4pQMM+0EtOMizI0cYc1uin+QTNDP3QztcJM3RiON0Rk5/aYDqO/4QPcR1iWbD9Ker1hS9JNiYDxzgiYnq6BrsAXkF3Lv3RxRzxuZFHIgSwxfofxxs8Qh2dZto9wyZhl206R4Q4MoR2h5BwAbb7ZkGR9qos2btwYnTp1QpcuXRAZGYnQ0FCsWLECq1atwq+//oqgoCBMmDAB7u7u5nWWLl2KzZs3m2fhMBqN+PDDD3H+/Hls374d3t7eiIuLg5+fH65evYqzZ89Cr9dj9uzZABIrvseOHYMQAvPnz8fSpUstlj9z5gzy5cuHqVOnYuDAgVn7XBHZqIOmP9Df8IFVDSL9uuLwDGOMM/GDaS+W6z5CgFxI7UhElMlui3volTAOv4kTakfJVGuUrdgbfxjf6Gajjqaq2nGIKJM9E/GYYPwMX5q+y9BsYhkVJWfvcaOIPY6Ea7WgzTcT2lwvP+5ytONGFoUcQLSIxQDDh9is7M7yfYVLrzb6/OsyhS2FEnsC+sJrIen9U1zGzc0NQOJsH8+TJAlCCMhy8rP1L07J6urqCq1WC2dnZ8THx0NRFDRr1gwtWyb2VLpw4UKy7fj5+eHBgweIjY1Ntvy5c+eg1ycWspycnF7hkRPZt/nGlZhonPfag+BbqyPiJGomdMYa3WdooAlWOw4RZZI9psPoZRiLJ4hQO0qWeIDHaGroh2liOEZp+6gdh4gySahyB10MI3FKXMzyfUWq0XtSJMB4ZySUmKPQFfwSksYtxcUc7biRfdbt3HXlFmondM2WghAAREiZNz5RRonY44i/8iZMkWk/Vk9PT/j7+2PUqFE4cOAAGjVqhODgYLz//vs4e/asebmQkBD0798f48aNw8OHD5Ntp1u3bti4cSPGjBmD4cOHo0yZMoiLi8OYMWOwaNEiAIC/vz+mT5+OAQMGJFs+MDAQDx8+xPz583H69OlMey6IbF28SEA/wwcYZ5xjtwWhJE8RiZaGd7HIuFrtKESUCZYZ16GNYbDdFoSSmGDCRONcdEoYjmhhvTNAElH67DX9huoJHbOlIAQAkSp1JgAAJXwDEq7WgPIs7SFVHOG4kbOP2bHTyiU0TQjJ1i8l3nBH6OXT2ba/lGmhLbgYWt8eKucgolfxSDxBh4ShOCbOqB0l2/XStMUi7SRoJXbkJbI1ilAwzjgHn5u+UTtKtqsiBWKrfglySF5qRyGiV7DJtAu9DONgRPZd0uUDD9y8fCrb9pciTQ7oi/4A2a2aujlUxp5CduqMcjnbC0IAEIlYCEhpL5iljDDe7g/jwwUq5yCijLonHuHthF4OWRACgJWm7/GOYRQShEHtKESUASZhQg/DGIcsCAHAn+Ic3kroibsi+dlxIrJuG0070dMwNlsLQgAQlYkzYL8y0xMk3GgCU9Q+tZOoikUhO3ROuaJKQQgAFCiI1Hpm+35TYrw7FsYHM9WOQUTplFQQuiz+UjuKqrYqP6OzYQQMLAwR2QRFKOhtGI9N2XSpvrW6KK6jfkIPhCp31I5CROm0wbQDvQzjVLlU3wgjYlIZ0ydbKbEw/NU+XUOQ2CsWhezMeeUqmiSE4DHCVcsQobOOohAAGO9NhjFsqdoxiCgND8VjNEnoi+viltpRrMIO5Rd0N4yBUWTzjI5ElCFCCAwwTsIGZYfaUaxC6L/T1j8Uj9WOQkRpWG/agd6G8aqO3RiltZJLTsUzGG52hBL9m9pJVMGikB25oFxDk4QQhOGpqjmspadQEuM/78EUsVPtGESUiniRgPYJQx2+h9CLtij7MNrI3o5E1ux94yysNm1RO4ZVuSH+RquEgYjh4NNEVmuTaRf6qFwQAoAonRX0FEoi4pFwsyOU+OtqJ8l2LArZiQgRhXaGoXiEJ2pHQYQ1fbgBACYYbnWDEqvyQGZElKJBhin4Q5xNe0EHtMT0Hb4yblQ7BhGlYJXxByw0cdbAlJwSF9HNMBqKUNSOQkQvuKBcQz/DB6oXhAAgSuuudgRLpscw3GgFYXSs3o4sCtmJgYbJCBX/qB0DABCpdVE7QnJKDBL+agthuKt2EiJ6zjzjCqxVflQ7hlUbafwYh5Tjascgouf8rpzBMON0tWNYtZ3Kr5hhWqJ2DCJ6ToyIxTuGUYjDM7WjAAAiNc5qR0hGJNxAws0OEA40tiOLQnZgmXEdvlf2qB3DLFzjpHaElBnvwfB3fwgh1E5CRAB+Nh3FROM8tWNYPQOM6JIwEnfEA7WjEBGA+yIMnRNGIB4JakexejOMS/CL6Q+1YxDRv4YZPrKqy/WjrLEzAQARcwTG+x+rHSPbsChk484ql/G+cbbaMSxEavRqR0iVErUPprDFascgcniRIhoDDB9CAS8tSI8wPMVgwxS1YxARgHcNH+IeHqkdwyYoUNDbMA6PhPrDGxA5um+MW6yud3akRqd2hFSZHsyGEnNU7RjZgkUhGxYjYtHNMAbPEK92FAsRGo3aEV7KeHcilGeX1I5B5NDeN87CP7ivdgybsks5hG+MW9SOQeTQVhg3Y5dySO0YNuUuHmIQi9pEqrqk3MAIo/X1fImy4qJQ4ri0fSBMUWoHyXIsCtmwCca5uCpuqh0jmQhZUjvCy4lnMNzqDcHBD4lUscd0GCtN36sdwyaNMc7kZWREKrkrHmKccY7aMWzST8p+7DAdVDsGkUMSQqCfYSJiEad2lGQiZevuTCASbsJ4d5zaMbIci0I26poSiv+ZNqkdI0URNvCuEnGnYXqyUu0YRA7nmYjHYMNUtWPYrAhEYaTB+s70ETmCcYY5iID9nzHOKu8ZP0WcsI7BbYkcyWZlN46L82rHSFGUtXcmAGB6vAJKnH3PkqtVOwC9msnGz2GEUe0YKYqQ0z+94Y8HTNh1SEFkDNCrtQbP4gX2HVOg00qYPlQDZ6fEhkIIgaEfG6HVAIXzSxjRQ4tJC41IMAADOiZWmH/42YT3eqb/LW28Nw0a746QNFY2FSKRHVtsWovbuKd2DJv2o7IfR5VTCJYrqB2FyGGcUM5jo7JT7Rg2LVT8g0+NyzBVN0ztKEQOwyAMmGRcoHaMVEVloDPBi8eNU74wosIbEgr5SRjT979jwEs3FHy01ARfL6BuVRmt6st4/7PE49NJAzW4eEPg5j8CXZunt5eSAuOdsdAXs9+/ATbQp4NedFw5Z1Wzjb0oQkp/saplPQ0WT9Jh4UQtNuwyYekGE1ydJfh6wVwQAoDfTgmUDpAxf7wOZ68KJBgEhAA6NpZx8pKCL74zYUjXDHY/NN6H8SG7gRNll3ARidnGr9SOYRc+MMxXOwKRQ5lonAcBzl76uj43fYMHIkztGEQO4yvTRvwlbqsdI1WRUvqH83j+uHHTbhPcXIAEI+CXy7K30e7fFAzsrMHnE3X4dpuCxxGAfz6gZkUJF24IbNqjZKAglEiJPgBT5K4MrWNLWBSyQR8Y56sd4aXCpYxP0frpchN6t9EgKgaYMUILb08JB//4r5G480CgQN7En3P5SHgcDhQrJGHnIQVPI4DKZSXM/8aE7b+kv5cSAJgeLoBIuJPhvESUcXOM/8NTRKodwy78Jk5wfA6ibLLHdBgHld/VjmEX4vAM840r1Y5B5BCiRAxmGJeoHeOlIuWMj/H66XITBnTSYOdSHZZO0WHXbwqeRPxXtO/aXINNu00YP8+IxxECuXMkFo2uhgocO6OgViUJs/9nxOGTGdu38e54ux2TlkUhG7PPdMTqv5hESOkfxEwIgYkLjGhUQ0alMpK50uvtCUTF/Pfhzp9Hwp1/x1YNeyrg6w30bK3BoC4a3L4vcOeBQEh7DY6ezuBZPBEHY9gXGVuHiDLskXiCxaZv1Y5hV6YYF6odgcghWPtBla1ZZlqPMPFU7RhEdm+ucQUe4YnaMV4qMgOdCZ4/bqxQSob873hEPh7As+cm486dQ8L88Tp8NEyDnN6JywzrpkX7hhrIEnDigsDoPhrsOpSxAo94dglKxNYMrWMrOKaQjfnIaP0FjAjEpnvZxd+ZcOB3BZFRAjduy6hZUcKoWUZExwp8PkGLzXtNcNIBzerI2LDThFGzBAJLSNDrEj/g81aZMKKHBpf+Epj1v8RrRzPKFPY/aPOMh6TxyPjKRJQuX5k2WuWsF7bsrLiCX0x/oI6mqtpRiOzWSeUCjonTasewKzGIwwLjKkzXjVA7CpHdihGxWGRarXaMNEVloCj0/HHjiQsKLt8UcHYCfDwl5MstYcFqI+pUkeHjKWHW/4yIiQNG9PzvMrHF60z4ZKQGPx5QMG2xCf75Mj7ItfHhAmi822R4PWsnCSF4gbSNOK9cReWEtmrHSJMECY8vX4dsQ9fea/PPhzbXu2rHILJLRmFEifiGuIuHakexO63kBlivt94BJIlsXd+ECVir/Kh2DLuTEz74y2k/9JJO7ShEdmmFcTMGGierHSNN+ZATFy8fUztGhuhLHIHsWlHtGJmKl4/ZkBWmzWpHSBcBgUjtK3TZUZHp8TK1IxDZrR3KLywIZZHtyi+4Jx6pHYPILj0ST7BJsd+BRdUUhqfYquxTOwaR3bKV48aoDFxhYi1MYfZ33MiikI0wCAO+M21TO0a6Reg81Y6QIeLZRSixp9SOQWSXbOWLiS0ywojVpi1qxyCyS5tMuxCPjE+eQemz2mSfY3MQqe2ycgN/iLNqx0iXaMRBsbGShCl8E4TyTO0Ymcq2XgEH9rNyFE8QoXaMdIu0saIQAJjsdOAwIjVFiRj8rBxVO4Zd22ri2XairPC9aY/aEezaz8pRTk9PlAU2mHaqHSHdBASitDZ23KhEQ4nar3aKTMWikI3YrNjWF5MIravaETJMieCYAUSZba/yGxJgUDuGXTspLvISMqJ0Cg0NxejRo9Nc7qF4jN/EyWxI5LhMMGGX6ZDaMYjsziZlt9oRMiRS5652hAyzt1nIWBSyAUZhxDaTbVUjI22wKCSeXYQSf13tGER2ZbvpoNoR7J6A4PNM9BLXr19Ht27dEBISgq1bE7/IHz9+HMOGDYPBkHLR+kfTfijI2HTFlHF7lcNqRyCyKxeV67gqbqodI0OitbY3A7QpcgeEMKkdI9NwSnobcE5cxVNEqh0jQyI0erUjvBIl4ifIuUeqHYPILpiECbsVngXODjuUgwhBB7VjEFmlJUuWYPr06ShSpAg6dOiAe/fuQQiB+fPnQ5ZTPj+6h21XttivHINJmKCRNGkvTERpOqLY3hipttiZAMZHEDHHILnXUDtJpmBPIRtwQrmgdoQMs9miUIxtTYlIZM3Oi2sIw1O1YziEX5U/oQj2aiBKiRACkiQBACRJgp+fHx48eIDY2JRnvRFC2OSBlS16ggj8Kc6pHYPIbpwQ59WOkGFRGhe1I7wSezpuZFHIBpwUtlgUss0zPkrscbUjENmNkzZY0LZV0YjFNRGqdgwiqzRgwAB8+OGHGDBgAIKDg+Hv74/p06djwIABiI6OTrb8NRHKgnY2+lNhUYgosxy3wc9TpNZZ7QivRIk9oXaETMPLx2yALR5YRciS2hFejeEOhOE+JF1etZMQ2bxT4qLaERzKSXERJVFU7RhEVqdEiRJYvXp1stvXrl2b4vLpmcpZufQMpo8eAb4ayHXdoOyKBvQSkCCg/TIfJE3i9yDxwAjje/eAnBrIZZ2h6ZcDxkkPgAQBzYAcAADTD5HQvpfzNR6hbTujXFY7ApFdiBVxuChuqB0jw6I0OrUjvBJ76kzAnkJWLl4k4IK4pnaMDIuw4XeWPVV9idR0SmFRKDvx+SbKHOeVq2kuo+yOhmZgDug+zwfl2wjoluWHblE+SB4ycNf433JHYiE384BuQT4o+2MgDAIQgNzRC8rJOJi+eAzNkBxZ+XCs3jlxRe0IRHbhlLgEE2xv8OMo2TaLQjD8DWG0j9lfbfjQ3TGcFVdggDHtBa1MhGx7DVISEWd73S6JrI0iFJwTaR9YUeY5I3i2nSgz/CVup7mMpqs3TJsiYBx/H+Jx4vc05Uo8RIKAVPC/Axy5sTvEqTgYx96HCDcBj42Qiumh7IwCnpogVXaBaf5jmLZHZdnjsXaXxA0YRMqzwBFR+tnipWMAEKmx0StMAChxafcstQUsClm5c4ptnj2JkGyvkJVEGO6qHYHI5j3CEzxDvNoxHMo/4r7aEYjswk3xT5rLSLm10M3PB81HeSDl1EK58Aym+WHQfmZ5+bnkIkM72w/amXkhuctAbi00PX2gGeQLcdsAcccITYgPxNGUB712BAkw4DbbL6LXdsXGpqJPEpXKLJC2QCTcUTtCpuCYQlbuCSLUjvBKwiXbPRhkUYjo9d0XYWpHcDj3hX10YSZSW6hI+0u+uJUA46wwIEaBZrgvDM1vQW7oDuOo+9COzQXl91jASYJczz1xTCGTgPyON6R/x1w0zQuDZoQvxKV4mGaFAb62OUFHZnmAMBRFQbVjENm0cBGpdoRXEikJtSO8OuM9tRNkChaFrFykSD4rhi2IkJ6pHeGVCYN9fLiJ1MQCRfaLQRwiRTQ8JXe1oxDZrAgRhSjEpLmc5K+H7ot85t+dbpa0uF9TwMv8s25p/mTra6flSdxODS3kGm6vGtduPBSP1Y5AZPPCYZtFoShZUTvCK7OX40bb7avlINLzxcQaRcB2u0ELO6n4EqnpHotCqmAxjuj12Or3Llv3gL1LiV6b7XYmsOVhR+zjuJFFIStnqx/uSMRAQeYOGhYTJxDyoQGDphnw3Y7/BrK+cF1BrwkG9JpgwIXrCv66LTD2MyOmfJHYwHy+xoiroRmoQJvCU7w5ISEBQ4cOxYgRI9CnTx+cPHkSALB+/Xr06dMHgwYNwscff5yhx3Tw4EEsWrQIADBlyhScP38eS5YswY0bqU8nKYQNd7EkuxAaGorRo0e/dJmXna0SNxNgePcODF0SB3M1rQuHYdAdGPr+AxGjQMQoMIT8A8OgOzB9F26xrnLhGQy9/oGh1z9QLjyD+CsBxrH3YZzyAABg/DwMylXrunxVeWhEfOmriC9/DYZh/12eatoagfiSVxFf8ipMWyOgHIxGQvUbSKj/FwAgocMtmPZkbPDZV73kuFevXoiOfvnfm/bt22dom+l5nyRJav+I1BYr4tSOYDVSa4uzoh1m20X0+sJhmwPWR0mZP9B8aseNuw6Z0HqIAV+uS7wtK44bbfGYkZePWbko2GZRSEAgUucNb8PTTNvm1p8VtHlLRrM6GnQba0CXponX33/xrQnzx2shAZi4wIi6VWV0aSZj024FN/8RMJqAEoUzUP9MZQaMr776Ck2bNkWTJk1gNBrRpUsXLFmyBDt27MCqVasAJDYCzxs2bBi0Wi2MRiM+//xztG/fHps2bcLly5exbt06aLVaHDlyBN7e3uZ17t+/j7i4OJw6dQorV66E0WhEcHAwChQogNmzZ6NGjRoYO3YsNBrHHn+Astf169cxZcoUODs7IzAwEABw/PhxfPPNN/jss8+g01lOJ/qyWROlInroluQ3F4WUH6Og+7YgTDuioGxNLCbJbbygaeYBQ7fb0HTxNq9r+uIxtPP9AAkwTnwAua4b5C5eUDZFQtxMAIyAXMIpkx/96zFNewi5kxd0k/Mgvvh/kwcYJz2Ebk9hQAYMLW5BftsdmuG+MH3xBMqvMYAR0DT0yNC+jClMRbty5Ur88ssvKFq0KGRZxsSJEzF16lQ8ffoUERERWLBgAU6fPo0ZM2aga9euKFu2LABg9+7dWLduHXx8fDB27FgkJCRg8uTJOH36NKZPnw5/f39MnjwZQgh4eHjgo48+wpgxY2A0GlGoUCG0adMGwH/vk+nTpydbvl+/fsiVKxeOHj2a4QM3oqwQC9u9/D2zKVsjU2yLs6IdNojkfzPYdhFlTISwzaJQZBYMO5LacWPjWhq4uki4cD2xYHLykvJax40ihbbLFo8ZWRSycpE23I15UqE6cMvETi1/GC6icCU/HC7qg/OeRzGhSDAA4LA4glnlqif+LB2FU+dK+OLLq/Cs7Iqu28KR782c2PF9NEp3LQJ3P5c096OBjNkp3H7+/Hl07NgRAKDVaqHVanHjxg3zATIA6PV6i+V9fHwwdepUTJ06NcUzSTVr1oS3tze6deuGKVOmWNw3d+5cBAQEAABOnTqFAgUKoHr16pgwYUKaj4Eosy1ZsgTTp09HkSJF0KFDB9y7dw9CCMyfPx9yCrNGmFIoTqTq306FUiEdlAuJXwzkMv8eULw4TWmEAsn73z9uUQrkt91hWvQYUgl94r/BrjDOegRNN29I+SwLVWoRtxKgqeOd+Iv83OOJUSD7/9tmxAlohvnCGHIHUiknGEffg1THDQnNQ6GdngdyhbTbLgBQkPLZrcaNG6NTp07o0qULIiMjERoaihUrVmDVqlX49ddfERQUhAkTJsDd/b/xiJYuXYrNmzdDkhIzG41GfPjhhzh//jy2b98Ob29vxMXFwc/PD1evXsXZs2eh1+sxe3ZiCxoaGopjx46Z3ydLly61WP7MmTPIly8fpk6dioEDB2bsSSXKInE2XBTyiNdiztqCeONSQtoLp8Oq4/EI9s+JEgc9MensY0wbkzg20sRDYfj440IAgEm/huN9uTjWLfwbed3z4GrnKJTzy4N/fopFszfyIZe7c7r25d4YQLPkt7PtIkq/CBvtKXQP4ZhQtA1kRUAWgKxI0CgCsiJBVvDvbZb/aixuE5CFlPivCZCFhF2PLiCwuB8iRQ7ckY5gozH43+UlXIp/gDsJEdgWXQyibAIWbLyGXLlcMfbrcJQu44sBn0fj7beKILePMyT8tx/pue1LQkASgJt3AZQvbvl4bPGYkUUhK2cSGTiwsjLf6DK3O63JPxx/PIyARu8BA8Kx2Clx+wafKHzx7EziGSuvKITmvgpMBkzr7kJqr8O5nVeheS8njq36Hdr3cqa5H2c4pVgUKl26NE6cOIFGjRrBaDTi7t27CAgIwOLFi83LJCQkmD/kQgjzFxJJkiCEMB88x8QkFvtSOph+flvDhw+Hj48PgMRug15eXqkuT5SVXnw/+/n54cGDB4iNjbX4Mp5Eg4z3ZBO3DZDyJxZyxB0jUB6A8kJl2UuGiDAlFpI8ZEheGmgn5oZpXTjkNp5QdkZB815OmFaFp+vznh0kfz2USwmJz8jzj8dNhnI7IfFCbhcJckE99LuLwDD8LuTePlC+DYd2RQEYx9yH/gf/dO0rtefdzS1xINsXuxK/2Da9eN/zXF1dodVq4ezsjPj4eCiKgmbNmqFly5YAgAsXLiTbzvPvkxeXP3funLm9dHKyrt5d5LicYbvvxSgnI97tfRNTfvJHn1mhcD5x8bW2FwTA6dh1lAbgDqD0tcRp4wsAyL9oDyQA+QFUvXYfVQFsAFATwK6zf2MsgDXHrmN4Ovelz1UjxaIQ2y6i9NNCiwRk/qVYWS0GcVisP5ep2zSVD8dPughoSnnA4BGOU2X/Oy5VImIgEp5hbeV/L3Ot/+9xY0Mdduy8Bs30nFi76g9o26b9PbKW5Ia9L9xmi8eMLApZudySL8AhZAAAcitPGEfeg7IrCnJTDxj6/APd1wWgGeybON0rAM2/B4HiqQniUjw0nb2h/BYL0+wwyK0807UfPVLuXdCvXz+MGjUK27dvx4kTJ/Duu+/C19cXDRs2RN++feHs7IwCBQpg/PjxAIDAwEAsXboUY8aMQVxcHAIDA9GoUSNMmDABBoMBbm5uKFGiBObOnWv+0vO8sWPHYujQociTJw8KFy5sUV0mym4DBgzAhx9+CFdXVwQHB+POnTsYPHgwBgwYgKVLlyYrDKX2OQIA8dgI45SHUM7EwTj7EeQWHolj7cSJxEsSAIvPOoAs+7xnB82k3DDUv4n4LRGQm3ggvtRVOF0qAe203DA0DAUAaD9NnIlIuZkAcfYZdAvyIWFbFIw9/4Hcyyfd+9Kl48+6p6cn/P39MWrUKDx58gRLly7F/fv38f777+Pdd99FuXLlAAAhISHo378/fH198d577yXbTrdu3TBkyBAcOnQICQkJWLBgAeLi4jBmzBj4+/ujefPm8Pf3N79PFi9enGz5r776CvPnz8fp06fT/RiJspI7XNWO8FqEBExueQuTW0oYta8Jhsy6D/dDp15pWy0BjAawB0ATAP0ALAcwEMCYf5cZ8e+/TwFcBtARwG8A5v67frpp2XYRva5cUg7cEnfUjmEVUjtuVI7FwvT5Y4inJiCvDpo2nq/1PdJZSl4YtsVjRklw1FqrNtIwA1+avlU7hkPJhRy47fzrS5cZNWoUunfvjqCgoOwJRWRjVpu2op9hotoxHM4F/Q4EyIXUjkFks+6JRygSX0/tGJmq328F8P6sp/De84faUVLl9MUX0A8apHYMIptWM74zjgsOfJ6dmsv1sEm/MNX7beWYkbOPWbnckq/aERyOn5QrzWU+++wzq/9wE6kpL6zj0i1Hk1fi8070OjyQ/CysrVte4x8U3xqDwUfewsM2NQEpfbPDHkFiT6AhAN567vbdANoBWPrv738BmABg2r+/LwJwLYMZ5YIFM7gGEb0ol5RD7QgOx1fyfun9tnLMyKKQlcsNFoWyWzEpfWN3EFHq8km51Y7gcDzhDjfJti99IVKbu+Rq85eQpWZDhXso8+1TdD9ZF/+8UxdIY0aa6gDmA2gMoOtztzfCf5eNAcBpAJ0AmADc/PffF8ZdTZNUoEAG1yCiF7EolP1KSEXUjpApWBSycnnYUyjbsShE9PrypqPHHWUuPudEmaOQlE/tCFlq1xsPUeGrR2h9rjquhzQA0hgseSOADi+5vwGAHUgsBH0JoCCAOQDuZSCTxJ5CRK8tF1gUym4lpMJqR8gULApZOV4+lv1YFCJ6fb6St92ebbdWhSQ/tSMQ2YVikmOMy/VbkScIXngfb12shPPDGwGuydvs2wA8AXi8ZDteAMYD0ANojcSeQ72ROBtZuri4QM7JS1+JXhePG7NfSfYUouxQnAWKbFdc5nNOlBnKS6XUjuBQgvh8E2WKklJRtSNkqzP5IlDv038QfCUQx8c3gXhuKuNvAHT79+d+//77OxLHDfoewNZ/b0uafaw6EgtIcwG8mc79y0Ud6/kmyiqlpWJqR3AoWmhRRLKPS185Jb2V85G8UEzyx3VxS+0oDqO4nXQDJFJbRbk0fjOdUDuGw6gol1E7ApFdKC+/kTgwjoO5njMaTSZFI9+IYvh8WV7U/vx3THwUZr5/+b//VgOw/oV1fQBM+vfnMcgYuUqVZLclJCRg1KhR0Gg0iIyMxJAhQ1CxYkWsX78eu3fvhrOzM/Lnz4+JE9M/y+XBgwdx/vx5DBkyBFOmTEH79u1x+PBhvP322wgICEhxHSEEpHQOzE2ktspyWbUjOJQiUgHoJJ3aMTIFi0I2oLJUlkWhbJITPsgp+agdg8guBMmlHPLASi0VpNJqRyCyC9XlimpHUNVdz2doPzoUOQYVxIKVb6LhvJOQ/7mbZfvTpFAU+uqrr9C0aVM0adIERqMRXbp0wZIlS7Bjxw6sWrUKQGLh6HnDhg2DVquF0WjE559/jvbt22PTpk24fPky1q1bB61WiyNHjsDb29u8zv379xEXF4dTp05h5cqVMBqNCA4ORoECBTB79mzUqFEDY8eOhSaNQbmJrIGP5IUAqRBuiL/VjuIQ7GU8IYCXj9mEYLmC2hEcRn05WO0IRHajksSeK9nFB54oIttHF2YiteWTctvNJQGv44lrAroPuomiF3Ji05LmMAZkzeX1mpo1k912/vx5VPm3WKTVaqHVanHjxg0EBgaal9Hr9RbL+/j4YO7cufD19cX58+eTbbNmzZpo2rQpunXrluy+uXPnwsfHB7ly5cKpU6cAANWrV8eECRNYECKbEizxuDG71JaTF7RtFYtCNqCeXE3tCA6jmaau2hGI7MYbcgDyI4/aMRwCC9pEmau65Ni9hZ4XozdhYM+bKHTGEytXNYehTEYnnE+d5OsL+blCT5LSpUvjxInEy4+NRiPu3r2LgIAAi2LP8z2Fnr/MS5IkCCEgy4mHOTExMQBg/j0lCQkJGD58OKZMmYLPPvsMAOD13NhKRLaijqaq2hEcRnO5ntoRMg2LQjaghFwEBZBX7Rh2TwstGso11I5BZFeaauqoHcEhsKBNlLnqaXhC7kUGjYIxHW8i/596LNzQFHFVXn/8Ek39+imO2dOvXz/89NNPGDZsGOrUqYOQkBD4+vqiYcOG6Nu3LwYPHmwu3gBAYGAgwsLCMGbMGDx8+BCBgYFo1KgRJkyYgHXr1gEASpQogX379mHFihXJ9jd27FgMHToUo0aNwsKFC1/7cRGphZ0JsscbUlEEyPYzU6UkhBBqh6C0vWuYhJWm79WOYddqSZWx12ml2jGI7Mou069obRikdgy7poEGt51+RQ6JZ7WJMku4iESh+DpIgEHtKFZtxP6CGDbrITx+OflK6ztv2gRdu3YvXWbUqFHo3r07goKCXmkfRI6mUnwbXBDX1I5h10Zr+uIj3Ui1Y2Qa9hSyEe9oWqodwe6xRwNR5qsnvwk3uKgdw64FSxVYECLKZN6SJxrwssw0za9/G0V3xWPs/oZ40jiDPRQ8PaFt1izNxT777DMWhIgyoIemtdoR7F5zjf1cOgawKGQzasmV8YZUVO0Ydq2ZXFftCER2x0nSo5kdXXNtjdppGqodgcgutdM0UjuCzfg6+A5K/hCNd481wIN2tYCXjN+TRNumDSRn52xIR+RY3tG0hB72MVW6NcoDX1SVyqkdI1OxKGRD+mjaqx3BblWRAlFCLqJ2DCK71Fvz8ksD6NW5wBldNM3VjkFkl1rKDeAOV7Vj2JTN5e+j7Jon6HqqNv7uXg/QalNdVtelSzYmI3IcOSUftJIbqB3DbrXRNIQs2VcZxb4ejZ3rpmkFZzhleD3lcAwMQ+/CMPAOEur+BQAwrXqKhLdvWiwnhIBhyF0YRtyFcX4YAMA46QGM4+5D3EyAuJkA49yw138gVmiUto/aEYjsVl25KopJWTOVsaNrJzeCt+Spdgwiu+QpuaM7L8N4JXtLPEKlZQ/R4nwwrg14C3Cy/P4q5c8PTQMetBJllV6veEKOx40vp4EGwzU91Y6R6VgUsiE5JC+0kd/O8HpyTTfoFuaD3MQDmm7eiR/UMBOknJZnb8RvsZBLO0E3Px/E2WcQCQogALmjF5STcTB98RiaITky6+FYjeJSYbRkNZ0oy0iShEGarmrHsEuDte+oHYHIrg3RdIPMr8uv7Jj/E1Sffw/1L1XEuZGNADc3AIB+xAhIL+lFRESvp778JopIBTK8Ho8bX66D3BhF5Iw/r9aOf+VsTIi24yuvq6yPgNzBC8YFYdAMTf4hFXeMQIHE60+lXFrgsQlSMT2UnVHAUxOkyi4wzX8M0/aoV85gjUZqetldF0Aia9ND0wY5wMGQM1MtqTIqyKXVjkFk1wLkQmgi11Y7hs075xeJ+jP+wZtXyuDk5DbQ9e+vdiQiuyZJ0msNPcLjxuQkSBijDVE7RpbgkbCNqSFXRB25aobXE38nAF4yEGYEwkwwTXgAce4ZTLv++6BK+bXAncSpV0WYEfDVQNPTB5pBvhC3DRB3jNCE+EAcjc20x6O2fMiNbppWascgsnvukitGa/uqHcOuTNMNVzsCkUNg25V5bvjG4ODE+pA8edkrUVYbqOkKP+TK8Ho8bkxZU7kOysjF1Y6RJVgUskGfacdBA02G1jGtCoemuw+kACfo1hSEdo4fpEBnaBp7wLQ5AqZtkZBquEK5FA/jqHuQAp0h6RPfHqZ5YdAM94X8pgtMs8ISGwk7MUTbDXqJo/MTZYdBmneQH3nUjmEXmsv1ECxXUDsGkUMIliugqVxH7Rh2wRueGKbtrnYMIofgLrliqjbjJ5B43Jgye+0lBACSEEKoHYIybphhOpaZ1qsdw6b5IRfOOm2Dh+SmdhQih7HCuBkDjZPVjmHTZMg4rv8epeViakchchiXlBuoktAORhjVjmLT5mknYKCWY8wRZRchBGomdMYJcUHtKDatnvwmduq/UjtGlrGf0p2DmawdCh+w6+3rmK0by4IQUTbroWmNMpJ9dr3NLj00rVkQIspmpeQA9NO8+riOBJSTSqK/ppPaMYgciiRJmK0bq3YMm+YEPRZoJ6odI0uxKGSjfCVvfKgdrHYMm9VIroX2msZqxyByOBpJg6W6aRm+BJYS5UNufKodrXYMIoc0RTuUl8C+IgkS5usmQiOx7SfKbtXliuggN1E7hs16X9sPJeQiasfIUiwK2bD+mk484/4KPOGOz3Ufqh2DyGFVlgPxnqa32jFs0he6yfCW2EuUSA1ekgeW6qarHcMm9dG0R3W5otoxiBzWx7r34AFeIZFRZaTiGKOx37GEkrAoZMO0khbf6GbBDS5qR7Epc7Tj4C/lUzsGkUP7UDsYpSVeApUR3eRWaKLhYLdEanpLU52XkWVQKSkAc7S8fIVITYUkPyzTfaR2DJviBD1W6j51iEmJWBSycWXk4vyAZ0AruQF6aFurHYPI4eklHb7WfQIXOKsdxSYUkQpgDscEILIKn2pHo7hUWO0YNsEZTlitmw0XiW09kdraaN5mT+0MmKIdikC5pNoxsgWLQnagnaYRP+DpUEZiAY3ImgTJpbBEN03tGFbPA27YrFvEy8aIrISb5IrNuoXwgofaUazeLO0YlJVLqB2DiP41XTsCdeSqaseweq3kBhih6aV2jGzDopCdmK4dgfrym2rHsFr5kQdb9V/CS+IXOCJr0knTFKM1fdWOYbVkyFipm8nZxoisTAm5CFbrZnPQ/JcYqOmK/trOascgoudoJA3W6OZw0PyXqCFVwirdLEiSpHaUbMOikJ3QSBqs1s2Bv5Rf7ShWxxue+FG/BAWkvGpHIaIUTNMORzO5rtoxrNIU7VA009RVOwYRpaChpiZmaN9TO4ZVainXx2facWrHIKIU5JJy4Dv9POhh/2PlZFQZqTg26xfCWXJSO0q2YlHIjvhK3vhB9wVyIYfaUayGE/TYoF+AMjJnaSOyVrIkY7VuNmpIldSOYlWGaLrhfW0/tWMQ0UsM1/bEWE1/tWNYlWpSeazSzYIs8TCDyFpVlcthjW4OdNCqHcVqFIQfftQvccjL9dla25nScjHs1n+NPPBVO4rqJEj4n24GastV1I5CRGlwlVywRb8Yb0rl1Y5iFfprOmGOjmfZiWzBVN0wXgb7r8pSWWzRL+bA0kQ2oKWmAdbqPmNhCEAOeOEn/RLklxzzsjoWhexQUmEoH3KrHUU1znDCN7pZaK9prHYUIkonD8kN2/TLUVOqrHYUVQ3RdMPnug/VjkFEGfCRbiRGafqoHUNVwVIFbNcvh4/kpXYUIkqnlpoG+E43D85wrMulnpcXOfGTfinekAPUjqIaFoVsWGhoKEaPHp3ifW/IATjotBZvSEWzOZX68iIn9uhXoIOmidpRiCiD3CVX/Kj/Em3lhmpHyXYSJEzRDmUPISIb9bHuPXyiHQUJjjM4aZLGci3s0C/nhB5EVuhlx4wA0FxTD9v0y+ANx7tsqoJUGoed1qGSXFbtKKpiUcjGXL9+Hd26dUNISAi2bt0KADh+/DiGDRsGg8FgsWwhyQ/79atRXaqoRlRVlJNK4pDTd6gql1M7ChG9IlfJBWt1n+FD7WCHObhyhys26BZgnHaA2lGI6DWM1PbGd7q5cIOL2lGyzShNH2zWLeIlY0RWJCPHjABQU66EffqVKAi/7I6qmrZyQ/ysX8XJiABIQgihdghKv9GjR2Pw4MEoUqQIOnTogHv37qFatWqYPXs2ZDnlGp9BGPCR8UvMMf0PJpiyOXH2aS7Xw0rdTLhLrmpHIaJMstW0D30M4xGDOLWjZJnCUgFs1i3kgPhEduSccgWdDCPwl7itdpQs4w5XLNN9hLYax+vZSWTtXuWYEQDCRSSGGqZjo7IzG9NmLwkSJmjexQfaQQ417fzLsKeQjRFCmN+8kiTBz88PDx48QGxsbKrr6CQdpuqG4Wf9KhSVCmZX1Gyjhw4TNQOxQbeABSEiO9NK8xaO6NejqmSfvf86y81wVL+eBSEiOxMol8Qf+s3orWmndpQsESiVwCH9dywIEVmpVzlmBABvyROr9bPxte4TeMH+Lgf1gSfW6ObgQ91gFoSew55CNubq1auYPn06XF1d8cYbb+DOnTsYPHgwPvjgAyxduhTu7u4vXT9axGKMcSZWmDZnU+KsVVuugoXaD1FSdryxk4gciUmYMN+0CtOMixCPBLXjvLa8yImFuklooamvdhQiymLbTAcwyDAZD/FE7SivTQ8dxmkHYIymL3SSTu04RJSK1z1mBIBb4i76JIzHb+JENiTOWhIkdNO0wgzte8gl5VA7jtVhUchBbTcdxFDDNNzFQ7WjvJJcyIEZulHormmldhQiykaXlRsYZJiKI+Kk2lFeiQQJ78gtMUv3PnJwhh4ih/FYhGOacRG+Mm202Uv5q0nlsUQ3DaUceIYeIkejCAVzTSsw07gMUYhRO84rKSMVxwLdB6gpV1I7itViUciBPRPx+NTgjpIAAGIDSURBVMq0AZ8Zv8Y9PFI7TrpIkNBL0xYfa9/jARWRA9tmOoBJxgW4KK6rHSXdGsm1MF07HOXkN9SOQkQquahcx1jjbOxVflM7SrqVkIpginYo2shv83ILIgf1WIRjnnEFvjR9azPjPLrBBRO1AzFM0wNaSat2HKvGohDhmYjH/0wb8Znxa6vtOaSDFh3kJnhP2xtl5RJqxyEiK6AIBWuVn/CRcTFuiTtqx0nVm1J5TNONQG25itpRiMhK7Dcdw1zT19inHFE7SqoKwg8TtQPRXdMKGkmjdhwisgKPxBPMNX6Npab1iLXS4pAn3NFX0x5DtT2QT8qtdhybwKIQmSUVhxYYv8HfuKt2HABATvigu6YVBmnfQUHJcaZIJKL0MwkTflT2Y7FxLQ6J42rHAZA47kYr+S0M1r6DN+UgteMQkZU6p1zBPONKbFR2wgCj2nEAANWlihik7YrW8ls8u05EKXogwjDXuAJrTFvxGOFqxwEABEiF0F/TCb017eAppT1mEv2HRSFKRgiBP8U5/GDag++Vvdl+Bl4PHWrIldBT0wZt5LfhJOmzdf9EZLuuKjex0vQ9tio/44b4O1v3LUFCZaks2mka4R1NSw5kSETp9kg8wUbTTqwzbccf4my277+oVBCt5AbooWnDMYOIKN2MwogDyu/YpOzCT6b9eIKIbN2/G1zQVK6DPpoOqCtX5SWur4hFIUrTCeU8vjftwQ/KXvwlbmfJPspKxdFAro4GcjBqypXgKrlkyX6IyHFcVm5gu/ILtpkO4E9xDsYsOAvvBhfUlauhmVwXTTV1kVfKmen7ICLH8re4h+2mA/hF+QOHlRMIw9NM34cOWlSQSqOJpg5ayvVRRi6e6fsgIsdiEAbsV45hk7IbO02/ZFnbVUUqh3pyNdTTvIlqUjnOhJgJWBSiDHkgwnBKuYgT4gIuKNdwVdzEDXEbcXiWrvVzIwcKSn4oJOVDQckPQXIp1JeDeSBFRFnqmYjHWXEFp5SLOCku4KxyBXfEfTzCUwik/WdQCy3ywBf+Un5UkEuhglwaFaUyKCkV4VgbRJRlhBC4KK7jiHIKl8UNXBE3cVUJxW3cS1fbJUFCHviikJQPRaSCqCyXRVW5HIKkUuyJTURZKlS5gxPiPE4qF3Dp3/YrVNxJ1wyMGmiQFzlRUMqL/FJeFJEKoJZcGTXkSnCXXLMhvWNhUYhemxAC9xGGWBGHBBgQj4T//hcJ0ECDQpIfCkh54Sw5qR2XiMjMKIx4gMe4Lx7hqYiE6d//NNBABx1ySt7IK+VCLuRgl2QishrPRDyeIAIRIgrhiESkiIYRJmggQw893CVX5IAXCkp+LP4QkdVIEAY8RjieiXg8Qzzi8CzxXxGPBCTAR/JCASkv/JCLJ92yEYtCREREREREREQOSFY7ABERERERERERZT8WhYiIiIiIiIiIHBCLQkREREREREREDohFISIiIiIiIiIiB8SiEBERERERERGRA2JRiIiIiIiIiIjIAbEoRERERERERETkgFgUIiIiIiIiIiJyQCwKERERERERERE5IBaFiIiIiIiIiIgcEItCREREREREREQOiEUhIiIiIiIiIiIHxKIQEREREREREZEDYlGIiIiIiIiIiMgBsShEREREREREROSAWBQiIiIiIiIiInJALAoRERERERERETkgFoWIiIiIiIiIiBwQi0JERERERERERA6IRSEiIiIiIiIiIgfEohARERERERERkQNiUYiIiIiIiIiIyAGxKERERERERERE5IBYFCIiIiIiIiIickAsChEREREREREROSAWhYiIiIiIiIiIHBCLQkREREREREREDohFISIiIiIiIiIiB8SiEBERERERERGRA2JRiIiIiIiIiIjIAbEoRERERERERETkgFgUIiIiIiIiIiJyQCwKERERERERERE5IBaFiIiIiIiIiIgcEItCREREREREREQOiEUhIiIiIiIiIiIHxKIQEREREREREZEDYlGIiIiIiIiIiMgBsShEREREREREROSAWBQiIiIiIiIiInJALAoRERERERERETkgFoWIiIiIiIiIiBwQi0JERERERERERA6IRSEiIiIiIiIiIgfEohARERERERERkQNiUYiIiIiIiIiIyAGxKERElI2io6MREhKCvHnzQpIkjBgxAgDw4MEDtG/fHr6+vpAkCfPnz8+2TCtXroQkSQgNDc22fdqL1F5PWzBlyhRIkqR2DLJRbMvsiy23ZWkpXLgwevXqla5l69ati7p162ZpHiIia5NlRSF+WbAvWf1l4eDBg5AkCQcPHrTqbdqSXr16oXDhwpm6TX6GUpb0vKT2/7Fjx8zLzpgxAytXrsTAgQOxevVqdO/eHQAwcuRI7N69G+PHj8fq1avRuHHjTM85Y8YMbNmyJdO368hSez3t1d27d//f3n2HR1G1UQA/szWVBJJQgwECSK8KhCqCVAVBqoKAAir9E5DeiyIQqgiKIlhpKiq9qaig0osoRZr0lgBJyJZ5vz9iVpZNSDYkmWz2/J4nD2T2zsyZ2c3s7Lsz92L8+PHYv3+/1lEoC/BY5r08/Vj2yy+/YPz48YiJiUmz7R9//IHx48fzXIaI6F8Gdxp/9NFH6NGjR6qP79y5E7Vq1QLw35vLmDFjEBkZibJlywL472Rh3LhxKFiwIB577LGHiJ+yqVOnoly5cnj22WczfdneKrXnk3In/g1lzMSJE1G8eHGX6SVLlnT8f9u2bahVqxbGjRvn1Gbbtm1o3bo1hgwZkmX5pk6dinbt2rk8r127dkWnTp1gNpuzbN25VWrPpycYPXo0hg8f7tY8Fy5cwIQJE1CsWDFUqVIla4KR5ngs8z6efCwDkopCEyZMQPfu3REcHOz02F9//QWd7r/vwf/44w9MmDABTzzxhMuXZ5s2bcqGtEREOYtbRaFkPFnwPll9slC/fn0kJCTAZDJlyfK90fvvvw9VVTM0L/+GMqZ58+ZpFrqvXLmCcuXKpTj9/hPZ7KLX66HX6zVZt6dL7fnUyt27d2EymZw+AKXGYDDAYMjQaQDlcjyWeZ+HOZapqgqLxQIfH59MTpU53Dln4XkoEXmjDN0+1rx5c3Tp0sXlJzQ01NEmtZMCrU8WfHx82IdCBmT186bT6eDj45OuDzL0YHFxcQAAo9GY6cUb/g1lXPLtjKdOncLatWsdt2Mk364hInjnnXcc05PFxMRg0KBBKFq0KMxmM0qWLIlp06a5FPxUVcWcOXNQsWJF+Pj4ICwsDM2aNcPu3bsBAIqiIC4uDkuXLnWsI7mPhftvC3z66adRokSJFLcjKirK5cPiJ598gurVq8PX1xf58uVDp06dcO7cOac2TzzxBCpUqIA//vgDDRs2hJ+fH4oUKYK3337bZR2JiYkYN24cSpYsCbPZjKJFi+KNN95AYmKiU7vNmzejbt26CA4ORkBAAB599FGMHDnSqc28efNQvnx5+Pn5IW/evHjsscfw2WefpfIs/efKlSt4+eWXUaBAAfj4+KBy5cpYunSp4/HUns8H3Y6gKAr69euHTz/9FI8++ih8fHxQvXp1/Pjjjy5tz58/j5deegkFChSA2WxG+fLl8eGHHzq1Sc7wxRdfYPTo0ShSpAj8/Pxw69YtWK1WTJgwAaVKlYKPjw9CQkJQt25dbN682TF/Sn0KPWiffv/993j88ccBAD169HB6DSf79ddf0axZMwQFBcHPzw8NGjTAzz//7LSO5PWeOHHC8a1+UFAQevTogfj4eJd98cknn6BGjRqO57B+/fou3+avX78e9erVg7+/PwIDA9GyZUscOXIk1eeCMo7HMh7L7j2WlS9fHmazGRs2bADg3rFr+fLlGDlyJAoWLAh/f3+0atXKZX8DaR9Xxo8fj6FDhwIAihcv7rIN9/Yp9NFHH6F9+/YAgIYNGzraJnc1kFKfQmntQwA4ffo0FEXBjBkz8N577yEyMhJmsxmPP/44fv/9d6e2ly5dQo8ePRAeHg6z2YxChQqhdevWvJ2NiLQjbliyZIkAkN9//z3VNtu3bxcALj/J897/k+zmzZsycOBACQ8PF5PJJJGRkfLWW2+J3W53Wr7dbpfZs2dLhQoVxGw2S2hoqDRt2tSRKaV1dOvWzSn/qVOnRESkZcuWUrx48RS3o1atWlK9enWnaR9//LFUq1ZNfHx8JG/evNKxY0c5e/asU5sGDRpI+fLl5ciRI/LEE0+Ir6+vFC5cWKZNm+ayjrt378rYsWMlMjJSTCaThIeHy9ChQ+Xu3btO7TZt2iR16tSRoKAg8ff3l9KlS8uIESOc2sydO1fKlSsnvr6+EhwcLNWrV5dPP/00lWfpP5cvX5aXXnpJ8ufPL2azWSpVqiQfffSR4/HUns/kfXi/Nm3aSNWqVZ2mPf300wJA1qxZ45i2a9cuASDr1q1zWs/27dsztC/PnTsnrVu3Fj8/PwkLC5NBgwbJhg0bXJYpIrJixQrH8xgSEiIvvPCC/PPPP47H16xZIwDkwIEDjmmrVq0SANKmTRunZZUpU0Y6dOiQ8s69z/Tp0wWAnD592uWx4cOHi9FolBs3boiIyI8//ijt2rWTokWLOl4bgwYNkvj4eKf5unXrJv7+/nLixAlp3ry5BAQESOvWrR2PRUREuGSIioqSfPnyiY+Pj1SrVk1Wrlzp1Madv6Fk77zzjpQrV05MJpMUKlRI+vTpIzdv3nRq487z6WmS98uWLVvk6tWrTj/Xrl0TEZFLly7Jxx9/LKGhoVKlShX5+OOP5eOPP5bDhw/Lxx9/LADkqaeeckwXEYmLi5NKlSpJSEiIjBw5UhYuXCgvvviiKIoiAwcOdMrQvXt3ASDNmzeX2bNny4wZM6R169Yyb948EUk6fpnNZqlXr55jHb/88otT/uTnddmyZQJAfvvtN6d1nD59WgDI9OnTHdMmT54siqJIx44dZcGCBTJhwgQJDQ2VYsWKOb0GGjRoIIULF5aiRYvKwIEDZcGCBfLkk086HQdEko7xTZo0ET8/Pxk0aJAsWrRI+vXrJwaDwfHaFhE5fPiwmEwmeeyxx2TOnDmycOFCGTJkiNSvX9/R5r333hMA0q5dO1m0aJHMmTNHXn75ZRkwYMADn8/4+HgpW7asGI1G+d///idz586VevXqCQCZPXv2A5/PO3fupLpcAFKhQgUJDQ2ViRMnyrRp0yQiIkJ8fX3l0KFDjnaXLl2S8PBwKVq0qEycOFHeffddadWqlQCQWbNmOdolHzfLlSsnVapUkejoaHnzzTclLi5ORo4cKYqiSK9eveT999+XmTNnSufOneWtt95yzD9u3Din9+G09umlS5dk4sSJAkB69+7t2OaTJ0+KiMjWrVvFZDJJVFSUzJw5U2bNmiWVKlUSk8kkv/76q8t6q1atKm3btpUFCxZIz549BYC88cYbTvts/PjxAkBq164t06dPlzlz5sjzzz8vw4YNc7RZtmyZKIoizZo1k3nz5sm0adOkWLFiEhwcnOp7FaWMxzIey9J7LCtbtqyEhYXJhAkT5J133pF9+/a5feyqWLGiVKpUSaKjo2X48OHi4+MjpUuXdjrXSc9x5cCBA9K5c2fHeu7fhoiICMd5zMmTJ2XAgAECQEaOHOloe+nSJcfz26BBA7f2oYjIqVOnHMe1kiVLyrRp0+Ttt9+W0NBQCQ8PF4vF4mhbu3ZtCQoKktGjR8vixYtl6tSp0rBhQ/nhhx8e+HwSEWWVDBWFeLLAk4XUThaio6NFp9NJbGysiIioqip58+YVnU4nQ4YMcbSbPn26U7vUikLp2Zfx8fFSunRp8fHxkTfeeENmz54t1atXl0qVKrksM/k18Pjjj8usWbNk+PDh4uvr6/Q8Xr9+XRRFcbymREQGDhwoOp1OwsLCHNOuXLkiAGT+/PkP3M/Jzpw5I4qiyNtvv+3yWIkSJaRly5aO3/v37y8tWrSQqVOnyqJFi+Tll18WvV4v7dq1c5qvW7duYjabJTIyUrp16yYLFy6UZcuWOR67vygUHh4uffr0kfnz50t0dLTUqFFDAMh3333naOPO35DIfx/wGjduLPPmzZN+/fqJXq+Xxx9/3OkkKL3PpydKregNQMxms1PbiIgIp+c6GQDp27ev07RJkyaJv7+/HDt2zGn68OHDRa/XO4rS27ZtEwAp/s2rqur4v7+/v+PEOKX8yc9rbGysmM1mGTx4sFO7t99+WxRFkTNnzohI0rFSr9fLlClTnNodOnRIDAaD0/QGDRoIAMfrU0QkMTFRChYsKM8995xj2scffyw6nU527NjhtMyFCxcKAPn5559FRGTWrFkCQK5eveqyPclat24t5cuXT/Xx1MyePVsAyCeffOKYZrFYJCoqSgICAuTWrVuO6ak9nylJfk3s3r3bMe3MmTPi4+PjVHB++eWXpVChQo731WSdOnWSoKAgxwem5ONmiRIlXArGlStXTjPX/UWh9OzT33//3fFFz71UVZVSpUpJ06ZNnV5z8fHxUrx4cXnqqadc1vvSSy85LaNNmzYSEhLi+P348eOi0+mkTZs2Ll8QJa/j9u3bEhwcLL169XJ6/NKlSxIUFOQynR6MxzIey9IDgOh0Ojly5IjTdHePXUWKFHHKsGLFCgEgc+bMERH3jivJX7ylVAi+tygkIrJy5coUvzQUcS0KpXcfJheFQkJCHF/wifz3ReO3334rIklfgt//GYOISGsZKgrxZCEJTxZcJX9gSP6Qf/DgQQEg7du3l5o1azratWrVyumKotSKQunZl8nbsWLFCse0uLg4KVmypNMyLRaL5M+fXypUqCAJCQmOtt99950AkLFjxzqmlS9f3ukKoGrVqkn79u0FgBw9elRERL788kuXK4rSEhUV5XIF2m+//eaynfd/wBMRefPNN51elyJJhR8AMnz4cJf2KRWF7l+uxWKRChUqyJNPPuk0Pb1/Q1euXBGTySRNmjRx+tA2f/58ASAffvihY1p6n09PlLxf3nnnHdm8ebPTz7Zt25zaunNsrFSpkjRr1sylCL9lyxanv92+ffuKoihy/fr1B+ZM7/MqIvLss89K0aJFnY6t1atXl6ioKMfv0dHRoiiKHD9+3CVj2bJlpXHjxo62DRo0kICAAKflibgeC1q1aiXly5d3Wd6xY8cEgEyePNkp8+LFi10KBsm6desmQUFBLoX/tDRp0kQKFizostzPP//c6eRexP0PUvfuv2QdO3YUPz8/sdlsoqqqBAcHS+/evV32QfI2//TTTyLy33FzwoQJLsts0KCBFCtWzOV99V73F4XSs09TKwrt3btXAMjSpUtdcvfs2VPMZrNjmcnrvf95iY6OFgCOLwuSP+Tt27cv1W1IPg5v27bNZb1NmjSRkiVLpjovueKxjMey9AAgDRs2dJqWkWPX/Ve9q6oqhQoVkqZNm4qIe8eVrCoKpXcfJheF+vTp49Tuxo0bToWuu3fvislkkpYtWzoVj4iItJShDlzeeecdbN682eln/fr1GVkUAGDlypWoV68e8ubNi2vXrjl+GjduDLvd7uhvYfXq1VAUJcXOjjPSx0mePHnQvHlzrFixAiLimL58+XLUqlULjzzyCADgyy+/hKqq6NChg1O+ggULolSpUti+fbvTcgMCAtClSxfH7yaTCTVq1MDff//ttM1ly5ZFmTJlnJb55JNPAoBjmcn9+KxZsybVToODg4Pxzz//uNyznJZ169ahYMGC6Ny5s2Oa0WjEgAEDcOfOHfzwww9uLQ8AqlatioCAAMdztmPHDoSHh+PFF1/E3r17ER8fDxHBTz/9hHr16qW5vPTsy3Xr1qFQoUJo166dY5qfnx969+7ttKzdu3fjypUr6NOnj1NniC1btkSZMmWwdu1ax7R69ephx44dAIDbt2/jwIED6N27N0JDQx3Td+zYgeDgYFSoUCHd+6djx47Ys2cPTp486Zi2fPlymM1mtG7d2jHN19fX8f+4uDhcu3YNtWvXhohg3759Lst97bXX0rX+e5d78+ZNxMbGol69eti7d2+6t+FeW7ZsgcViwaBBg5z6g+rVqxfy5MnjtE+B9D2fnqxGjRpo3Lix00/Dhg0zvLzjx49jw4YNCAsLc/pp3LgxgKR+DgDg5MmTKFy4MPLly5cp2wEkvVbPnTuHnTt3OtaxZ88edOzY0SmfiKBUqVIuGY8ePerIlyw8PNzlWJ03b17cvHnTaZlHjhxxWV7p0qWdtrljx46oU6cOevbsiQIFCqBTp05YsWKF03Fy2LBhCAgIQI0aNVCqVCn07dvXpX+blJw5cwalSpVy6eMsedTFM2fOpLmM1JQqVcplWunSpREfH4+rV6/i6tWriImJwXvvveeyD5JH/7x/v6Y08MPEiRMRExOD0qVLo2LFihg6dCgOHjz4wGzp2aepOX78OACgW7duLrkXL16MxMRExMbGOs2T/B6bLG/evADgeD2cPHkSOp3ugZ3fJq/3ySefdFnvpk2bXPYVpQ+PZTyWpeX+405Gjl33Hw8VRUHJkiUdfetk5LiS2dzdh2kd18xmM6ZNm4b169ejQIECqF+/Pt5++21cunQpqzaBiChNGRp2pEaNGpk6lPzx48dx8OBBhIWFpfh4Vp8sfP3119i5cydq167tOFmYPXu2U77kk4WUGI1Gp99TO1m494T8+PHjOHr0aJrb3LFjRyxevBg9e/bE8OHD0ahRI7Rt2xbt2rVzvEENGzYMW7ZsQY0aNVCyZEk0adIEzz//POrUqfPAbc+KkwW9Xo+oqCinwkm9evVQt25d2O127Nq1CwUKFMCNGzfSVRRKz748c+YMSpYs6dLu0Ucfdfo9eXvunw4AZcqUwU8//eT4vV69eli4cCFOnDiBkydPQlEUREVFOYpFvXr1wo4dO1CnTh23Osdu3749Xn/9dUfniiKClStXonnz5siTJ4+j3dmzZzF27Fh88803TieZAFxOgAwGA8LDw9O1/u+++w6TJ0/G/v37nTq6zGjH0antU5PJhBIlSri8htLzfNJ/VFXFU089hTfeeCPFx5M/XGSFZ555Bn5+flixYgVq166NFStWQKfTOTroTM6nKArWr1+f4og/AQEBTr+nNirQvUV5VVVRsWJFREdHp9i2aNGiAJIKnD/++CO2b9+OtWvXYsOGDVi+fDmefPJJbNq0CXq9HmXLlsVff/2F7777Dhs2bMDq1auxYMECjB07FhMmTHB7n2SH5A+CXbp0Qbdu3VJsU6lSJaff7y32Jqtfvz5OnjyJNWvWYNOmTVi8eDFmzZqFhQsXomfPnikuNz37NK3c06dPT3Wo+oy8HtKSvN6PP/4YBQsWdHmco6vlDDyWufL0Y9n9x52MHLvSkpHjitbS89oYNGgQnnnmGXz99dfYuHEjxowZgzfffBPbtm1D1apVsysqEZFDjjhb4smCK08+Wahbty6mTJmCu3fvYseOHRg1apTjipodO3agQIECAJCuolBmfGjIiLp16wIAfvzxR/z999+oVq0a/P39Ua9ePcydOxd37tzBvn37MGXKFLeWW7hwYdSrVw8rVqzAyJEjsWvXLpw9exbTpk1ztLHb7Xjqqadw48YNDBs2DGXKlIG/vz/Onz+P7t27u3xrbzab01WY2rFjB1q1aoX69etjwYIFKFSoEIxGI5YsWZKuEUwyg1bPp6eKjIzEnTt3HN+mP6jdxo0bcePGjQcWzd0p/vn7++Ppp5/GypUrER0djeXLl6NevXooXLiw03pFBMWLF8+043RkZCQOHDiARo0apZlXp9OhUaNGaNSoEaKjozF16lSMGjUK27dvd+wzf39/dOzYER07doTFYkHbtm0xZcoUjBgxItXhkyMiInDw4EGoqur0t/Xnn386Hs+o5G++73Xs2DH4+fk5viQIDAyE3W5P83lPS758+dCjRw/06NEDd+7cQf369TF+/PhUi0JA2vs0teckMjISQNIVuA+b+95lqqqKP/74I9UPhMnrzZ8/f6atlzIfj2W571h2v7CwMLePXfcfD0UEJ06ccBSP3DmuuPOacKdtVu3DyMhIDB48GIMHD8bx48dRpUoVzJw5E5988kmGlkdE9DByxPjf954spPSTfClmZGQkLly4gBs3bjxweRk9WVBVNc2ThZTy1apVK0PbfOPGDTRq1CjFZd575UXyyUJ0dDT++OMPTJkyBdu2bXO6bS35ZGHJkiU4e/YsWrZs6SjMpCYiIgLHjx93KTI87BtdvXr1YLFY8Pnnn+P8+fOO4k/9+vWxY8cO7NixA6VLl3YUhx5WREQETp486VJY+Ouvv1zapTQ9edq92/vII4/gkUceceS9dxtOnz6NlStXwm63o379+m7n7dixIw4cOIC//voLy5cvh5+fH5555hnH44cOHcKxY8cwc+ZMDBs2DK1bt0bjxo2dXpMZsXr1avj4+GDjxo146aWX0Lx581RPstL7N5TaPrVYLDh16lSmnnB6ow4dOmDnzp3YuHGjy2MxMTGw2WwAgOeeew4ikmIR+N6/C39/f8TExKR7/R07dsSFCxewePFiHDhwwOl2CwBo27Yt9Ho9JkyY4PL3JyK4fv16uteVrEOHDjh//jzef/99l8cSEhIQFxcHACm+DyQXDpKvgrt//SaTCeXKlYOIwGq1ppqhRYsWuHTpEpYvX+6YZrPZMG/ePAQEBKBBgwZub1eynTt3Ot2uee7cOaxZswZNmjSBXq+HXq/Hc889h9WrV+Pw4cMu81+9ejVd67l/2wMCAlCyZEmXobDvlZ596u/vDwAur6Pq1asjMjISM2bMwJ07dzKc+17PPvssdDodJk6c6PI+lfx6a9q0KfLkyYOpU6em+JxmZL2U+Xgsc5YbjmX3y8ixa9myZbh9+7bj91WrVuHixYto3rw5APeOK6kdm1LiTtvM3ofx8fEu5+aRkZEIDAx84PGZiCgr5YgrhTp06IDx48dj48aNaNq0qdNjMTExCAgIgMFgwHPPPYd33nkHEyZMwJw5c5zaiYjjg2xGThZWrFjhOFlYsGCB0+Nt27bFiBEjMGHCBHzyySdOH5hFBDdu3EBISIjb27xu3Tq8//77Ln3fJCQkQFVV+Pv7p/htWUonC/euP/lkYf369bBaral+g9SiRQts2rQJy5cvd/QrlBknCzVr1oTRaMS0adOQL18+lC9fHkBSsWjJkiUIDg5Gs2bNMrTsB23HqlWrHFd4xcfH47333nNq99hjjyF//vxYuHAhXnrpJZjNZgDA+vXrcfToUYwdO9apfb169bBt2zZcuXIFr7/+OoCkfR8YGIi33noLvr6+qF69utt5n3vuOfTv3x+ff/45Vq5ciaefftpxggL8dzXNvSemIuLymneXXq+Hoiiw2+2OaadPn8bXX3/t0ja9f0ONGzeGyWTC3Llz0axZM8ffxgcffIDY2Fi0bNnyoTJ7mvXr1zuKqveqXbs2SpQo4fbyhg4dim+++QZPP/00unfvjurVqyMuLg6HDh3CqlWrcPr0aYSGhqJhw4bo2rUr5s6di+PHj6NZs2ZQVRU7duxAw4YN0a9fPwBJJ9hbtmxBdHQ0ChcujOLFi6NmzZqprr9FixYIDAzEkCFDHCf894qMjMTkyZMxYsQInD59Gs8++ywCAwNx6tQpfPXVV+jduzeGDBni1jZ37doVK1aswKuvvort27ejTp06sNvt+PPPP7FixQps3LgRjz32GCZOnIgff/wRLVu2REREBK5cuYIFCxYgPDzccaVfkyZNULBgQdSpUwcFChTA0aNHMX/+fLRs2RKBgYGpZujduzcWLVqE7t27Y8+ePShWrBhWrVqFn3/+GbNnz37gvGmpUKECmjZtigEDBsBsNjveb+79EPzWW29h+/btqFmzJnr16oVy5crhxo0b2Lt3L7Zs2ZLmFyMAUK5cOTzxxBOoXr068uXLh927d2PVqlWO10JK0rNPIyMjERwcjIULFyIwMBD+/v6oWbMmihcvjsWLF6N58+YoX748evTogSJFiuD8+fPYvn078uTJg2+//datfVWyZEmMGjUKkyZNQr169dC2bVuYzWb8/vvvKFy4MN58803kyZMH7777Lrp27Ypq1aqhU6dOCAsLw9mzZ7F27VrUqVMH8+fPd2u9xGMZj2UZ4+6xK1++fKhbty569OiBy5cvY/bs2ShZsiR69eoFIOlL0fQeV5LPx0aNGoVOnTrBaDTimWeecTq/SlalShXo9XpMmzYNsbGxMJvNePLJJ5E/f/4s34fHjh1Do0aN0KFDB5QrVw4GgwFfffUVLl++jE6dOrm1LCKiTONOr9TJowdMnDjRMVT1vT8nT550tHVnVIq4uDipVq2aGAwG6dmzp7z77rsyY8YM6datm/j7+zuNvNW1a1cBkoaknzNnjsyaNUvatm3rNHx4ixYtxN/fX2bOnCmff/657Nq1yyn//SMTJCQkSGBgoAQGBoper5fLly+75H7zzTcFgNSuXVvefvtteffdd+WNN96QUqVKOQ0r2aBBgxRHArt/JCi73S4tWrQQRVGkU6dOMm/ePJk9e7a8+uqrki9fPvn9999FJGko9KpVq8ro0aPl/ffflylTpkiRIkUkPDxcYmJiRCRpZKwWLVrIlClTZPHixTJ48GAxm83yzDPPuOS4V/KQ9CaTSQYPHizz5s1zjBCVPCR9MndGpRARqVWrlgBwynDx4kXHaHUfffSRU/vURh9Lz75MHmnMx8dHhg0blq4h6WvWrCmzZ8+WESNGiJ+fn9OQ9MmSR4JTFMVpeNWmTZsKAHniiSfSvT/u17hxYwkMDBQAsnr1aqfHLBaLREZGSmhoqEyZMkXmzZsnTzzxhFSuXNll1J/kv5GU3L+ftm7dKgCkXr168u6778qECRMkf/78jv10L3f+hpJHEmrSpInMnz9f+vfvn+qQ9Ol5Pj3Rg0ZmvP85c+fYKJI05PaIESOkZMmSYjKZJDQ0VGrXri0zZsxw2r82m02mT58uZcqUEZPJJGFhYdK8eXPZs2ePo82ff/4p9evXF19fXwHgGI0ltWOjiMgLL7wgAJxG37nf6tWrpW7duuLv7y/+/v5SpkwZ6du3r/z111+ONu48/xaLRaZNmybly5cXs9ksefPmlerVq8uECRMcI1Nt3bpVWrduLYULFxaTySSFCxeWzp07O422tWjRIqlfv76EhISI2WyWyMhIGTp0qGMZD3L58mXp0aOHhIaGislkkooVK7qMuCXi/og9ffv2lU8++URKlSolZrNZqlatmuIIOJcvX5a+fftK0aJFxWg0SsGCBaVRo0by3nvvOdokHzdXrlzpMv/kyZOlRo0aEhwcLL6+vlKmTBmZMmWK02vm/tHH0rNPRZKGWC5XrpwYDAaX1/e+ffukbdu2jn0eEREhHTp0kK1bt7qs9/5RNVN7HX744YdStWpVx2uhQYMGsnnzZqc227dvl6ZNm0pQUJD4+PhIZGSkdO/eXXbv3u36RFCqeCzjsSw9UnuOk9eX3mPX559/LiNGjJD8+fOLr6+vtGzZ0mmE1WTpOa6IJI1mXKRIEdHpdE6vg/tHHxMRef/996VEiRKi1+udzhXvH30seZvS2ofJo4+lNNQ8ABk3bpyIiFy7dk369u0rZcqUEX9/fwkKCpKaNWs6jaBLRJTdMm1Iep4sJOHJQpKhQ4cKAJk2bZrT9ORh4u8tIIo8XFFIROTMmTPSqlUr8fPzk9DQUBk4cKBs2LAhxSFHly9f7viAkS9fPnnhhRfkn3/+cVnPkSNHBICULVvWafrkyZMFgIwZMyYdeyJl77//vgCQwMBASUhIcHn8jz/+kMaNG0tAQICEhoZKr1695MCBAw9VFBIR+eCDDxwfRsuUKSNLlixx+WAo4v7f0Pz586VMmTJiNBqlQIEC8tprr7kU2XJzUYgoPR70QYqIyFs8qKBNRETZTxFhD69ERERZTVEU9O3bl7czEZFX+/7779GwYUOsXLkS7dq10zoOEZHXyxEdTRMRERERERERUfbKER1NE3m62NhYJCQkPLBNwYIFsykNERERERERUdp4+xhRJujevTuWLl36wDb8UyMiIiIiIqKchEUhokzwxx9/4MKFCw9s07hx42xKQ0RERERERJQ2FoWIiIiIiIiIiLwQO5omIiIiIiIiIvJCLAoREREREREREXkhFoWIiIiIiIiIiLwQi0JERERERERERF6IRSEiIiIiIiIiIi/EohARERERERERkRdiUYiIiIiIiIiIyAuxKERERERERERE5IVYFCIiIiIiIiIi8kIsChEREREREREReSEWhYiIiIiIiIiIvBCLQkREREREREREXohFISIiIiIiIiIiL8SiEBERERERERGRF2JRiIiIiIiIiIjIC7EoRERERERERETkhVgUIiIiIiIiIiLyQiwKERERERERERF5IRaFiIiIiIiIiIi8EItCREREREREREReiEUhIiIiIiIiIiIvxKIQEREREREREZEXYlGIiIiIiIiIiMgLsShEREREREREROSFWBQiIiIiIiIiIvJCLAoREREREREREXkhFoWIiIiIiIiIiLwQi0JERERERERERF6IRSEiIiIiIiIiIi/EohARERERERERkRdiUYiIiIiIiIiIyAuxKERERERERERE5IVYFCIiIiIiIiIi8kIsChEREREREREReSEWhYiIiIiIiIiIvBCLQkREREREREREXohFISIiIiIiIiIiL8SiEBERERERERGRFzJoHYA82zm5iDNyAVfkOq7KDTx96yry370EqAmAYgJ0vlB0foDOD4o+CIqpOBRzSSjGAlpHJyIvFifxOCln8Y9cwmW5jiu4jusSAwUK/OALP8UH/vC95/9+CFcKooxSAmbFpHV8IvJSFrHiTzmJq3ITt3EHsXIHt3AHsbiNW3IHFlgRgmDkV0KQXwlBmJIP+ZEPYUo+5FWCtI5PREQ5EItClG4xcgu/q4ewWw5jt3oIe9TDuIRrTm0i7+RDyI3f0l6YLhCKORI630rQBdSDLqA+FFNEFiUnIm+miordchhb1F/wg/ob/lL/djl2pZceekQqj6CSUhqP6yqhlq4KqirlYFKMmZyaiLydKir+lL+xWz2MPXIYe9TDOCTHkAhLhpaXD0GorquAx5WK6GivjNLGalD0/pmcmoiIPI0iIqJ1CMq5jqjH8Yl9Db5Tv8cJOQPBg18un90IR4sr32dsZcZHoA9sAF1QK+gCm0LR8dt4IsqYs3IRm+0/Y6v6C7aru3ATt7JsXWaY0FBXE8/rn0ErXSP4KOYsWxcR5W4xcgvf2LfhS3UjflL34A7is2Q9a66GocGN3VD8akAf+GTSuZdvxSxZFxER5WwsCpGLK3Idy+3r8Kn9G+yXo27N+25sCXS+uOnhQ+iCoA9uC33Ii9D5Rz388ogo17stcfjEvgaL7StxRI5rkiEIgWijfwov6FuhrlIdiqJokoOIPIdd7Fiv/oil9q+wUd0BC6xZuj4DDDhz/B/42+84TVf8o2AI7QNdcBsoCm8mICLyFiwKkcNm+8941/4ZNqk/wwZbhpbx1p0yePWf7zI1l+JTEYYCb0AX/BwUhX2jE5Gzk+pZzLUvw6f2b7LsW/WMiFCK4HndM3jN0Bn5lRCt4xBRDhMjtzDXtgwf2b/EBVzJtvVWl+LY+tfm1BsYC8MQ8jL0IT3ZByQRkRdgUYiwVz2CkbZofK/++tDLGpFQHsPOrMmEVK4Ucyno8w+GPt8LUNh/B5HX+0M9gWm297FK3QA77FrHSZU/fNFH/wJeN/RgR69EhESxYIH9U0y3LcYNxGb7+vslVsDkU1+n3VAxQRfcBoawgdD5VcvyXEREpA0WhbzYKfUfjLXNwSp1Q5p9BaVXn8QKmJqeE42HoJiKwVBkFvRBzbN0PUSUM8XILQy3zcBS+1eZduzKDkEIxDBDL/TXd4WRhW0ir6OKik/VbzHROh/ncFGzHJ/eKIqWV7a7MYcO+tDeMBSaBEUfmGW5iIhIG7wXxwvdkFgMsb6FypZnsFJdn6kfqmKz4RUlltOwnmoDy6mOEMu5TFtu9+7dcefOnQe2adeunVvLPH36NIYMGZKutuPHj8fhw4fdWj6Rt/nWvg1VE1vjI/uXHlUQAoBY3MZIWzSqW9pik/0nreMQUTbabP8ZNSzPoZd1lKYFIQCoGXPEzTlU2K8tROKfVWCPzdwuAoiISHvsRc7LbLXvRC/rqCy7dz1Wp2bJclOixq5B4u2tMBQcC31Y/wd26PrRRx/hhx9+QIkSJaDT6TBq1ChMmDABN2/eRGxsLObMmYP9+/dj6tSpeP7551GhQgUAwMaNG/HFF18gb968GDZsGCwWC8aNG4f9+/dj0qRJiIiIwLhx4yAiCAwMxOTJkzF06FDYbDY88sgjaNOmDQBg9+7dWLZsGSZNmuTSvlevXggLC8POnTvdLjoReYsrch2vW6dilbpR6ygP7ZicQivrq+hsfxrvGMfBT/HVOhIRZRGLWDHSNhPz7Z9oHQUAUBqFEWo5kbGZredhPdUO9qC2MIZHQzEWzNxwRESkCRaFvIRVrBhjm4059mVZ+u16jM6SZctOkXoHtgtvQL2zHcZHPoBiyJdq02bNmqFjx47o3Lkzbt26hdOnT2PJkiVYunQpfvzxR1SpUgUjR45EQECAY55FixZh9erVjoKTzWbDmDFjcPjwYaxduxbBwcFISEhAoUKFcOzYMRw8eBAmkwnTp08HkHSl0K5duyAimD17NhYtWuTU/sCBAyhcuDAmTJiA1157LWv3FZGH+sz+LYZap+E6YrSOkqk+V7/DIctf+MI4GyV1EVrHIaJM9rd6Dl2tQ7BH3L0yJ+vUtqZ+npReauyXSLyzDYbCU6DP9xJHWSQi8nAsCnmBC3IFz1v+h11yIMvXFYtsLgr9S721Hol/1YKp+GfQ+T2WYht/f38AwP3daCmKAhGBTud679v9Jzp+fn4wGAzw8fFBYmIiVFVFy5Yt0apVKwDAkSNHXJZTqFAhXL58GfHx8S7tDx06BJPJBAAwm80Z2HKi3MsiVrxqHYvP1G+1jpJlDstx1LF0wvvGyWilb6R1HCLKJF/aN+E16zjE4rbWUZzUis+kERrtMbCd6wv1zs8wPvIeh7AnIvJg7FMol/tZ3YvaiR2ypSAEADFKQrasJ0XWs7AcfxK2a4vTbJonTx5ERERg8ODB2L59O5o2bYqoqCi88cYbOHjwoKNdz5490bt3bwwfPhxXrrjectelSxesXLkSQ4cOxcCBA1G+fHkkJCRg6NChmD9/PgAgIiICkyZNwiuvvOLSvmLFirhy5Qpmz56N/fv3Z9quIPJ01yUGzS09c3VBKFksbqOjdRBGWaNhl5w7ihoRpc0iVgy0Tsbz1tdzXEEIAGrFHsvU5ak3P4P177YQe1ymLpeIiLIPRx/LxTbZf0J76wAkZuPVO3ngj7N/Zk8B6kH0BUbCWGis1jGIKAP+Vs/hGesrOClntY6S7RroamCFcQ6CFI7wQ+RpLGLF89bX8Z3qzshe2acQQnD0z1+zZNmK32MwlfgKiiHsoZfVvXt3zJ8/3+l2/vu1a9cOq1atSvcyT58+jfnz52PGjBlpth0/fjzatWvn6F+SiCi347WeudRm+8/ZXhACgNuIhwoddMi+DqdTYr88FbDfhKFINO91J/IgR9WTaGnplWWd4ed0P6i/4WlLb6w1vY88SuofiIgoZ8npBSEAqGPLuo6hJX43LMcbwljiW+jMxVNtx4E/iIhyHhaFcqEt9l80KQgBgEBwyxiEYOvNbF/3/ezX3gUkEYbwd1gYIvIA+9Q/8IzlFVyD9scPLf0uh/C0pTe+M73HwhCRB/CEghAA1Lpry9LlS+IJWI43hKnEGuj8KqfajgN/EBHlLCwK5TLb7LvQ3joAd5GoWYZYY54cURQCAPv1DwF9PhgLT9Y6ChE9wFm5iFaWV72+IJTsNzmIZy19sM70PnwUdkJPlFN5SkEIAGrFnsn6ldguwXKiCUyltkHnWz7FJhz4g4goZ2FH07nID/bf8Jy1HxJwV9McsYac1ReG/coM2K5/oHUMIkpFvCSgvaU/ruKG1lFylF9kL7pZ34Aq2t6OS0Qps4sdL1gHe0RBKAgBKHf7j+xZmRoL66m2ENvVNJty4A8iIu2xo+lc4rxcRs3EdjniW/bvroag7vWs6cgw4wwwlvgK+jxPaR2EiO7zgmUwVqsbtY6RY/XWd8Rc4xitYxDRfUZbZ2GG3TO+dGqqlsHyY99l6zoV/yiYIjdC0Zmydb1EROQeXimUC9jFjm6WYTmiIAQAsXpfrSOkwAbr6eeh3s3coViJ6OG8aVvEglAa3rMvx3L7Oq1jENE91ti3eExBCABq3c3+U36J2wnb+UHZvl4iInIPi0K5wBTbu/hJdmsdwyHWkEPvxVZvw3qmO0SsWichIgDf2Ldiom2+1jE8wiDrZFwQ7xyRjSin+Vs9h17W0VrHcEvU7QuarNd+/UPYb36hybqJiCh9WBTycN/bf8Nb9ve0juEkVm/UOkKqJGEvbJcmaR2DyOudUM/gJesICHgHc3rcxC28YuUtZERas4sdL1lH4BbuaB0l3cwwoWrsIc3Wbz3XD+rd45qtn4iIHoxFIQ92Ra6jh3UYVOSsTkhj9XqtIzyQ/fIMqHd+1joGkVfra5uAO4jXOoZH2az+jPds/MadSEtv2d/DLtmvdQy3VJdHYFa1G5UW6h1Yz7wIYaf5REQ5EotCHux161RcRNojO2S3WJ2SdiNNqbCe7QnR8gSJyIt9av8GP6i/aR3DI42wzcRJ9azWMYi80jH1FN60LdI6httqJ/poHQGSsA/2G59oHYOIiFLAopCH2q0ewqoc2jlrrAe8qsRyCvar7MuEKLvFyC0Mt87QOobHikMCXraO5DD1RBoYa5sDG2xax3BbrTvXtI4AALBdmgBR72odg4iI7mPQOgBlzGjbbK0jpCpWsae77Tfb7diwQ8WtOKD7s3rcTRRs2aXCaFAwqb8ePuakq45EBP2n2GDQA8WKKBj0ogFj59lgsQKvdEi6Xe2rrXa83i39L2nb5behD3kRiiHMvQ0kogx7y7YIV3FD6xgebZfsx0p1AzrqW2gdhchr/KYexNfqFq1juE0HHR6POax1jCTW87BfnQdDgaFaJyEiont4wDUddL/N9p/xvfqr1jFSFatL/+herRrqsWCsEfNGGbBigx2LVtjh56MgJAiOghAA/LxPUC5Sh9kjjDh4TGCxCkSADs102HtUxTuf29HveTf7MlJjYbvITqeJsstp9TzetX+udYxcYYrtXdgl/QV4Ino4I63RWkfIkPJSFEG2GK1jONguT4fYcsaVS0RElIRFIQ8jIhiTg68SAoBYWNye56337ejRRo/bccDUQQYE51Hw/W//3R5x/rIgvGDS/8PyKrgeA5R8RMH6HSpuxgKPVVAwe5kda39w70OS/foHHBGDKJuMs81FYgaOD+TqmJzC5+p3Wscg8gob7D/iJ9mtdYwMqW3No3UEZ+ot2C69qXUKIiK6B4tCHmaluh775ajWMR7oppKQ7rYiglFzbGhaR4fq5RUUCku6Oig4D3A77r+hqosUUHD+ctL/r90UhAQD3Z7Vo09nPc5dEpy/LOjZTo+d+90d3toO+9XZbs5DRO66IFewOof2g+ZpfGBGb0tFRJ19h6P5EGUxVdQc/2Xcg9SKv5XqY99st6PPRCu6DLNiy04V4+bbULG1BXfinc+lrtwQ9JtsRbcRVkx6N6lPpbHzbBgebcOpfwSn/hFEL01/X0v26+9BTTyZsQ0iIqJMxz6FPIwnjHoRi7h0t13wuR3bf1Vx67bg5Dkd6lZTMPhtG+7EC+aONGD1ZjvMRqBlAx1WrLdj8NuCiqUVmIxJxaNZS+0Y9KIeR/8WvP2BHSFB7ue13/gUhkLj2bcQURZaZv/KIztozUkC4YeeiSXw2oVdyJ/4FQBAjf0O+uBWGicjyr02qD/ikBzTOkaG1Yr5M9XHWjXUo1VDPW7eEoyItmHheCMuXHHtAiB/PgXzRxsBAC8OT3r83lv4d+4XTB3kxi38YoX98gzoHnnXvY0hIqIsoYiIu5dWkEZ2qvvQ0NJV6xhpUqDg2p9/Qw/P6e/CUGgiDAXe0DoGUa4kIihraY7T8o/WUTxSPuTBqwlF0fvCDgRbnTvpVvzrwlzK8zq/JfIUL1gGe+xVjsVREPv+/CnNdsNm2tCphQ5Vy+rQa6wVs4YbEOCnOLX5eZ+K+Z/aUb28giE9DFj6tR3/XBYUCFEQ4A+cvSAoX1JBywbpLA7pg2EufxaKzpSRTSMiokzE28c8yBL7aq0jpItAcMuYgUt2NGS7tpi3YRBlka3qThaEMqAg8mFyXDkcPH4cb5xZ41IQAgCJ+xliOadBOqLcL1ZuY636vdYxMizKFvrAx++9hb9q2Qd/JKhTVYfPZxixc7/AbpeHv4XfHgP1tmcW24iIchvePuYh4iUBq+2e8+YZa8yDvCl8gMmxrGchcb9ACairdRKiXMdTCto5xSPIj0F38uL5C1vho/6WRmuBPWYlDPlfz5ZsRN5ktX0j7iJR6xgZFhX/4OzOt/AL4u8Kfj0oGDrdhjGvGbDzgAqzEShWRMEHq+1QVaBqWQV6febcwm+/uQL6oGcyunlERJRJePuYh1ht34gXrIO1jpFuP1z0ReXYQ1rHcIs+bACMRd7WOgZRrnJVbiAysREscO2ngpyVRhH875YP2l/YCoMb/S8pvlVgfnRXFiYj8k6NE7t77KhjALD7HwUl7+TgEVZ1fjCXPwdF7691EiIir8bbxzzEl/ZNWkdwyy2D573Bq7FrtI5A5DFOnz6NIUOGpNluuX0tC0JpqCQRWHozArv+3IHOFza6VRACAEnYD/VuxjvC7d69O+7cufPANu3atXNrmel9fQDA+PHjcfjwYbeWT5TVzsgF/Cx7tI6RYWEIztkFIQBQ46He+lbrFEREXo+3j3mAu5KIDeqPWsdwS6zBV+sIbhPLGajxB6Dzq6x1FKIc6cSJExg/fjx8fHxQsWJFAMDu3buxbNkyzJw5E0aj0WWeLeov2R3TY9SUSAy+kYAmV7c+9LLUmC+hKzjcZfpHH32EH374ASVKlIBOp8OoUaMwYcIE3Lx5E7GxsZgzZw7279+PqVOn4vnnn0eFChUAABs3bsQXX3yBvHnzYtiwYbBYLBg3bhz279+PSZMmISIiAuPGjYOIIDAwEJMnT8bQoUNhs9nwyCOPoE2bNgD+e31MmjTJpX2vXr0QFhaGnTt3ul10Ispqq+wbIPDci+mj7IW1jpAu9psroM/bSesYRERejUUhD7BfjiIOCVrHcEus3jNHk1BvrWVRiCgVCxcuxKRJk1C8eHG0b98eFy9ehIhg9uzZ0OlcLzy1ix2/qPs0SJqzNVRLY8j166hzPfP6iVPv/ADAtSgEAM2aNUPHjh3RuXNn3Lp1C6dPn8aSJUuwdOlS/Pjjj6hSpQpGjhyJgIAAxzyLFi3C6tWroShJfYfYbDaMGTMGhw8fxtq1axEcHIyEhAQUKlQIx44dw8GDB2EymTB9+nQASVcK7dq1y/H6WLRokVP7AwcOoHDhwpgwYQJee+21TNsPRJllp4cfu6LuekZBS729GWKPhaL3rAFKiIhyExaFPMBe9YjWEdwWq3e9YsATqPFpdepK5L1ExFEkUBQFhQoVwuXLlxEfH+9UUEi2V/7ALTz4tiRvoUBBC3sZvH71PKrHrMv05avxv0JUS4rDO/v7J93Oe38XgoqiQERSLOglP8/J/Pz8YDAY4OPjg8TERKiqipYtW6JVq1YAgCNHjrgs597Xx/3tDx06BJMpKavZbM7gVhNlnT2qZ9/SWPPWWa0jpI9YIQkHoQTU0zoJEZHXYlHIA+zxyKKQXusIGaLGe27/AURZ7ZVXXsGYMWPg5+eHqKgonD9/Hn379sUrr7yCRYsWuRSGflX3axM0B9FBh7a2snj98nGUu52FfWeo8ZC7B6H4PfbAZnny5EFERAQGDx6MGzduYNGiRbh06RLeeOMNvPrqq6hUqRIAoGfPnujduzdCQkLw+uuuI5t16dIF/fr1w44dO2CxWDBnzhwkJCRg6NChiIiIwNNPP42IiAjH62PBggUu7RcvXozZs2dj//79WbFHiDLsglzBRVzVOkaG+cMXlWI959xRvXsUOhaFiIg0w9HHPEDVxNY4Kie1juGWVy0V8dbfX2kdI0PM5f6CYorQOgaRx3vJMgKfqakXQtSf4mBfHgvYBHI0EbpmgZBTFuCmHYboQlDCk644lMs22CZfSZpnwx2Y9kTCvugGEKdC1zwQyqNm2Gdeg2FSgWzZrvQwwoDnrWVQ99tf8eOXZ2GzA0f/Fny/NOnqmA077Fi4XEXTujq81kmPv88JFq2ww9cHGN/XgLmf2NCsrg6li6V/PAhD+BwYQl/Jqk0i8hrf2rehvXWA1jEyrKFaGl8dy/wrErOKPvRVGMNnax2DiMhr8UqhHC5O4vGXnNI6httidarWETJMjd8DPYtCRA9tn/zxwMd1df2hq+sP+ze3gOq+UH+Mg3FZUdiXx0LdmwD9v0UhpYABxnmFIVdssCWoUPLogVsq9INCYF8aA6y/Df2gkGzYorT5woxultLod+F3hN/9GigHtC9nxDfb7ahe/r92zerp4eer4MiJpO9l9h5V0bmlDqs2qjj1j8Bmh1sFIQCQeM/uA4Uop9jt4beORSV61i38aoLnXNVERJQbcUj6HG6fHIUKzyuwxCqelzmZ3H3wB1kiSluiWNJd0FaXx0LXMQi6Bv6wNDsN+wc3oGvo79LO/nEM9F2CAQBKdV/YF9yAUtQIpZAR9g9uwv55TCZugXsC4YfBdyvg4KlreOvvrxB+9x+nx5evV9GxeepvuU9F6bD2BxWliymY/5kdjxRS8PYHNly4kv6LecVyJsP5ieg/e8TDi0J3LmsdwS1y96jWEYiIvBqLQjncUfWE1hEyJFZn1TpChon1gtYRiDzeNdxMV0FbzlqAIB2UQD3Udbdh2lAMhvEFYP8oxrmdCNQf46A0SCoW6Z/NA/3wMMiueCBED91TAZAjiVmxKQ8UgiCMTiiPQyfPYczprxGW6Pph7OxFQVAAEOivpLCEJEGBCka9YoDJBLRprMO+o4KXn9Pji/X2dGcR6/kMbQMROTuqetYt+/cywoDqMYe0juEe+zWI1bMKWUREuQmLQjncTdzSOkKGxCL7P5xlFrFe1DoCkce7KbHpamdfGgN917wAAKWsD6z9L8A+9xp0Dfyh7opP6jsIgPwYD10dP6dRsezvXIe+Tz4oVXxgXxYDZGMXeQWRD1PiyuLg8b8w5MwaBFtvptp26dd2dG2V1Pn+S6OTCua7DqiY+7EdqzbZ8dWWpMLPzVuCoycFdavpkMcfmP6hHVGV0/82LdZ/0m5ERGm6ihtaR8iwylIUfvY4rWO4TeVV2kREmmFH0zncaOsszLB/oHUMt4UjDIf/3Kl1jAxRfKvA/OgurWMQebQd6m48ZemudYxMF4ECGHQ7CM9f3AqzmvOK3+YKF6AY8mkdg8hj3ZI7yJ9YS+sYGTYgsSImnvK8gT4M4fNhCO2pdQwiIq/EjqZzuNvwvG97ACA2C3LHJQgGTrXBZATqPaZD5xZJ37wfOaFi+odJ37QPfUkPX7PyUKP48PYxoocXI555lWNqHkUR/C/WjHYXt8EAm9ZxUiXW8ywKET2Ea5L6VX+eICrOQ/PLXa0TEBF5LRaFcrhbckfrCBlyBwmwQw890t8fRlrWbFXRprEOLRvo0WWY1VEUeuczO2aPMEABMGqODU/U0D3cKD7225mWmchb3cwlRaHKEoHBMYKnL38PnSd0+q/Ga52AyKPFI0HrCBmmQEGNmx46klcOvPKSiMhbsE+hHM5TrxQSCGKNwZm6zPOXBeEFk/oT0d/zyo29AwQHKggKVHA7LhNG8RHP7SSbKKeI8dD+0JJFSSRWXSuIH/7ailaXt3lGQQjg8YvoId314D4RH0URhFivah0jY8Rz9zsRkafjlUI53C145pVCANCzeC34SObVHc9WPoN1eiMKlSqM3/x34flSSff87y2yB+3zVwIU4HChg3itWnWgGrBhxVn4Rvli84aLKDX0Uaz4+DRKD3o0zfXoocPKTEtN5J08+faxwb+UxKjpSR3Oq6iscRr3qG8p0HlWZKIcJcGDi0IJtgR8fbENGqy7iaATnnUbmdrRDHTXOgURkXdiUSiHU5D6EMY53TbdX5m6PGmjwva/i8Cmo9C19MOaXpth/DAcaj8dzg39HgCgfz0UF/VHITftsP95DYbOBWDbGYO/o3+BrnUenNAfTXM9PjBnam4ib2RUjFpHyLCZtU+ga95QFPn8B62juG+01gGIPJsZJq0jZNgZw3V0b3gdaAg0Oh6Kl9cHoNa6iwj8+SBgy1hfaHEAWgAYDqD5v9P+ArAIgB7AywBiAWwEkAfAIAATAfQFEOLGevR1nslQPiIiengsCuVw+d16S83dFH8djO8Vcfyu7xwMANCV94Hug3Dntnn1MEwoAAAwDAtzaz2efEJIlFMEI1DrCA/liXdu4dBf5eCz17OGSVaMnluMI8oJwpA7OmrfWuoatpa6BgwAisZURd8t+dF0/R0U2XAQyo30X0U0C0Cb+6bNBZAfQOK//24A0B/AbAC7AJSGewUhAICJ515ERFphn0I5XAGFRaHs5sOiENFDC1I8uygU42vBs1/kheR3r6isNSVf7vhAS6SV3HjedS44HsPbnUbVD66hyNlwDNvaBPuGNoOlfKkHzrcNQBkA9x8F9yPpiqCuABYAaPfvv5UBfAlABTATcKsDBMXHx43WRESUmVgUyuHy58KTk5wuXCmodQQij5cPQVpHeGh7isZg1GfVAA+6+kYJD0+7ERGlyk/xhT98tY6RZax6FR/WPo8mE8+hyG4TWh+th7WznkbMUzUAs/Pt8z8B+B3ACgBLAUd3+8UA+AMIRlLhJxzAKADnAfQG8CeAJwFsdiOXUqhQhreJiIgeDm8fy+F4+1j2i1QitI5A5PGKKAW0jpAp3q/zD2pGN0Xr/t9pHSVNSlgYv20nygT5lRCckn+0jpEtfil2A7+8egN4Fch/pzxe214QLdfdRbH1hzD2ctJIZp8CyAfgFQDvA+gDYCAAC4A3/l3OyX//LYmk4tFnAF5zI4cuwvXcy2KxYPDgwdDr9bh16xb69euHatWqYfny5di4cSN8fHxQpEgRjBo1Kt3r+f7773H48GH069cP48ePR7t27fDTTz/hqaeeQmRkZIrziAgUxXP7+CQiSguLQjlcbryMOacrxaIQ0UPLTVfc9ex5ChX2N0LkB1u1jvJAStGiWkcgyhUKIASn4B1FoXtdCUjEhGfOYMIzgCL50XlPZTy/wYjn1p2Gz76jjo6m6/z7c69IJPUrBACTM7BuJYWi0OLFi9GiRQs0b94cNpsNnTt3xsKFC7Fu3TosXboUQFLh6F4DBgyAwWCAzWbD3Llz0a5dO6xatQp//vknvvjiCxgMBvzyyy8IDg52zHPp0iUkJCRg3759+Oijj2Cz2RAVFYXw8HBMnz4dderUwbBhw6DX6zOwZUREOR9vH8vhePtY9iupY1GI6GHlVYIQAD+tY2SaRtFXEVc7Z4/1ruOtY0SZooASqnUEzYkCfPbYRTw9+iyK/qJDkxN18OWCp3G9ZRTgm8m31wUGQlfA9erSw4cP4/HHHwcAGAwGGAwGnDx5EhUrVnS0Md3TQfXhw4eRN29eREdHIyQkBIcPH3ZZZt26ddGiRQt06dLF5bHo6GjkzZsXYWFh2LdvHwCgdu3aGDlyJAtCRJSrsSiUw5VWikPHpylb8UohosxRQSmtdYRME2eyo+WnflCL5Nx+L3Rly2odgShXqKh7VOsIOc6+IjF4pccplFl1C6XOl8GMr5rjeO/GUIsWfuhl68qXT3F6uXLlsGfPHgCAzWbDhQsXEBkZ6VTsufdKoXtv81IUBSICnS7pHDouLi5pXbrUz6ktFgsGDhyI8ePHY+bMmQCAoCDP7x+PiCgtvH0shwtU/FFWicQROa51FK9RSimmdQSiXKGe7jHssu/XOkamOVLwFv63vDzmNL4J3L2rdRwXuqgorSMQ5Qp1lOpaR8jRYnwtmNbsLKY1AzAnL9ocLIMX1/ug2vpz8Pv9CKCqaS7jXvpUikK9evXC4MGDsXbtWuzZswevvvoqQkJC0KRJE7z88svw8fFBeHg4RowYAQCoWLEiFi1ahKFDhyIhIQEVK1ZE06ZNMXLkSFitVvj7+6N06dKIjo6Gv7+/y/qGDRuG/v37o0CBAihWrJjTFUlERLmZIiKidQh6sFetY/GR/UutY3iFIiiAkz45u98QIk+x2f4znrG+onWMTDf7s+J44eWUO54+BWAGgFsAPv532sdI6nR1/T3tdiKp89a7SBqlpyOAEf8+NgpJo/f8DaCzG7n8r1yBLuz+waOJyF3xkoACiVGwwqZ1FI9T5koAXtsUhkbrY1Bg8wHg9u005zHPnw9T374PbDN48GB07doVVapUyaSkRESUjEUhD7DU9hVesY3ROoZX6K5vi4XGiVrHIMoV7kg8CibWhi0XfrD6flg4ys/dmOrjXZFUDDoFYA2APfivSHS/LgBmAVgOoCiAAgC+BPC2G3mUkiURcJxXlBJllvqJz+M3Oah1DI/mb9Gj50+F0Xa9ikfX/Qn932dTbOd39Cj0ZcpkczoiIkrGzmo8QEN9La0jeI2Wuie0jkCUawQofqiq5M5+bp6aegGxTz72wDYqgHlIGr45NXMAvAAg+fqeYwB+BVAXwEwAv6Qzj7527XS2JKL0qK2rmu626k9xsPa/AOtr52F54m8AgH3pTVieOuXUTmLtsL5yHpam/023jb0M2/BLkFMWyCkLbNHXMmcDcoA4kx1znjyHBtPPo+CRQHTZ/wS2TW2JO/WqAv923KwULcqCEBGRxlgU8gCPKIVQkp0fZzkfmNFIxz45iDJTfd3jWkfIEla9iqbLdLAXfyTVNqcA3AAwBsAhAPdfVzQfQH7AMcxzPwBtkfTGvBfA6ynMkxpD48bpzk5EaaujS3+/Qrq6/jDOKwxd80DouwQnFXiu2aGEOnfdqQTpYVxUBEq+e6YLoOsQBHVvAuzvXIe+X77M2oQcZ+OjV9Hxf6dRfJMFj52rhiVLW+LCqB5axyIi8nosCnmIJro6WkfI9RroasBPyeRhVom8XD3dg6+m8WQnQ+LQa2UkcE+HpdcBDAJwAMDXAD4CMA1ARQBNAXwFYN2/Px8g6aqg6fcscxGAVwBUAjAZQOolp3v4+sLw7LMPsSVEdL+6uuowwejWPOryWOjaB8E25xr0/dNX3FFKmqCuvw3ctEN5zBf22ddhX5t2Pzye7kzeeLzR4TRO9GyodRQiIq/HopCH6KZvq3WEXK+lroHWEYhynQa6GghCoNYxssy35a9g0eInHL+HAJgN4CCAwfe0S+5PqA2AFv/+7Pu37dB72r0NwISkK4bGAHg5HRkMLVtCCcy9+5hIC3mVIDyjezLd7eWsBQjSAddswDU77CMvQw7dhX3Dgws8+m55oe8TAjlnhZy3Qd8zL2Rn/MPG9wiB8EcjHW99JSLSGotCHqKyrgweUypoHSNXa65nUYgos/kqPuiob6F1jCw1+tnT2D2iedoNs4ihsztjlBFRer2kb5futvalMdB3zQsl0gzjJ0VhmFEISkUf6JsFwr46FvbvbgEArP0vQD2QANvwS//NO+sa9ANDoKvlC/vb15KKS16gua4BzIpJ6xhERF6Po495kCW21XjNNk7rGLlSY11tfGd6T+sYRLnSXvUIals6ah0jSykCHG2fByFrd2bvivPkQcDly1B8fLJ3vUReQERQ3tICf8s5raPkSptMS3Jtv3NERJ7EO76KyCU66JsjDwLcni/do2KIwNrvAqyDLsA2O2n0i9w8Ksa9BuvTc5MGEWVENV15VFPKaR0jS4kCPPmhBdYykdm6XuMLL7AgRJRFFEVBD/1zWsfIlWoolVgQIiLKIVgU8iD+ih866Vu6PV96R8WQn+OhK2eGcXZhyMG7EIvqFaNiVFfKo6G+ptYxiHK1/oYXtY6Q5S7kuYsuK8MhQUHZs0KdDqbXX8+edRF5qRf1z8IIQ9oNyS2DDS9pHYGIiP7FopCH6alvn+F50xoVQ87bgPCkkTaUMANw3e4Vo2IMNvAqIaKs1l7XDEVQQOsYWW5byWuYubQ2oMv6t1dDmzbQlSzpNM1isaB///4YNGgQXnrpJezduxcAsHz5crz00kvo06cPpkyZ4tZ6vv/+e8yfPx8AMH78eBw+fBgLFy7EyZMnU52Hd6ZTblFACXWrw2lKW2mlOPcpEVEOwq8+PEwlXRm00T2Fr9TNbs33oFEx9M2SRq1Rihggh+4mtb9mA0L00HfLC7lph332NSCPHvqeeWGPvg60zB0j3ZRUIvCsrrHWMYhyPYNiQH9DVwy3zdA6Spab1vQsHp/QHA3GrM26lSgKTGPGuExevHgxWrRogebNm8Nms6Fz585YuHAh1q1bh6VLlwJIKhzda8CAATAYDLDZbJg7dy7atWuHVatW4c8//8QXX3wBg8GAX375BcHBwY55Ll26hISEBOzbtw8fffQRbDYboqKiEB4ejunTp6NOnToYNmwY9Hp91u0Domwy0vAqvrZsgQpV6yi5wv/03aFT+L00EVFOwSOyB3rTMAQ+MLs1T3pGxVDq+EE9mgjb4ItQKvpAMSW9PHLzqBiDeGJClG1e0z+PkkqE1jGyRbshp3Gxff0sW76hTRvoK1d2mX748GE8/nhSPx0GgwEGgwEnT55ExYoVHW1MJpNT+7x58yI6OhohISE4fPiwyzLr1q2LFi1aoEuXLi6PRUdHI2/evAgLC8O+ffsAALVr18bIkSNZEKJco4KuNF7Qt9I6Rq5QGPm5L4mIchh+GvZAxXRFMEjf3a15DGPyQxfl5zTN+HlRAID+uSDon84DRVFgnFsYhpmFYBgU+t+8EwtAyWeAro4/DG8VhGFo2ENvQ05QSimGrvrWWscg8hpmxYQ5htFax8g2Tyy8jcTKZTJ/wb6+MM9I+YqrcuXKYc+ePQAAm82GCxcuIDIy0qnYc++VQiICRVEAJHWqKyLQ/XvrW1xcHAA4fk+JxWLBwIEDMX78eMycORMAEJRdfSoRZaLTp09jyJAhqT4+ztAPvmCn7g9rrKEfTIpR6xhERHQPFoU81BuGnl7RP0dWmmcYC7NiSrshEWWaRvoodNC10DpGtrjhZ0G75WGQ0JBMXa5pzBjoihdP8bFevXrh22+/xYABA9CgQQP07NkTISEhaNKkCV5++WX07dvXUbwBgIoVK+LatWsYOnQorly5gooVK6Jp06YYOXIkvvjiCwBA6dKlsWXLFixZssRlfcOGDUP//v0xePBgzJs3L1O3kyirnThxAl26dEHPnj2xZs0aAMDu3bsxYMAAWK1Wp7bhSkEMM/TSImau0UgXhe6GtlrHICKi+yjC3iA91hf2tehuHaZ1DI/0gq4VPjBN1ToGkVe6JNdQOfEZxCJ3dVqfmtd2hGNii62AzfbQy9KVLw+/ffugGNP+pn3w4MHo2rUrqlSp8tDrJcqNhgwZgr59+6J48eJo3749Ll68iJo1a2L69OkpXiFnESses7TFMTmlQVrPFgA/7DF/jQilsNZRiIjoPrxSyIN10rdEHaW61jE8TiGE4W3jG1rHIPJaBZVQjDf01zpGtnm33j9YN73Zwy9IUWBetChdBSEAmDlzJgtCRA9w/+2ThQoVwuXLlxEfH59ie5NixFzDGChQsjNmrjDZ8D8WhIiIciheKeTh/pFLqJ3YAVdwQ+soHuMb40I00dfVOgaRV1NFRT1LZ+yRI1pHyTa/v1oAxZZuy/D8xkGD4DNrViYmIvJux44dw6RJk+Dn54cyZcrg/Pnz6Nu3L0aPHo1FixYhICAgxfkmWd/BFPu72ZzWc9VVHsNm0xJHAY6IiHIWFoVygR/V39HC0gs2PPytCbldb31HzDW6DuNMRNnvpHoWdS2dcBO3tI6SLQITDTjSVIXvr4fcnldfvz58t26FYjBkQTIicoeI4DlrP6xTf9A6So7nB1/8blqNSN0jWkchIqJU8PaxXKC+7nG8aRisdYwcr4GuBmYYhmsdg4j+Fal7BMuM06GHdwxdfttsw9OfBUAt5N4gAUrhwvBZsYIFIaIcQlEULDG+hZJKhNZRcjQ99PjEOJ0FISKiHI5FoVyiv6ErOulaah0jx6qglMIK4xwOg0qUwzylr4Mphv9pHSPbHCx8C0O/qAyYzembwWSC76pV0BXgaJNEOUmQEogVxjkIgJ/WUXKsOYbRaKF/QusYRESUBhaFcpF3jRNQWSmjdYwcJxwFsca0EEFKoNZRiCgFgwzd8Zr+ea1jZJtlNc5j+byn0m6oKPB57z3oo6KyPhQRua2criQWGSdpHSNHGq5/BT0N7bWOQURE6cCiUC7iq/jgK9MClFKKaR0lxwhGHnxrWoQiCr9lJ8rJZhqGo62uidYxsk2/rqfwZ58HbO+/I40Zu3XLvlBE5Lbn9E0xxzCaI5Ldo4uuNcYbvWeESSIiT8eOpnOhi3IVzSwv4S85pXUUTZlhwnem91BP95jWUYgoHRLFgs7W/3lN561mmx5HnzYg8Ie9zg8oCswLFsD06qvaBCMit31m/xa9rWO8ftCPxrra+Mr4Doy8XZ+IyGPwSqFcqJASho2mJaiglNI6imZCkRfrTItZECLyIGbFhJXGuV5zK1miwY4mnxhhjwh3mm6eP58FISIP87z+GXxmnAkzTFpH0Uwb3VNYZZzHghARkYdhUciDnT59GkOGDEnxsYJKKLaalqG+7vFsTqW9skokdpg+Rx1dNa2jEJGb9Ioes4wjMd0wDDoveIs6EXoHfVY8Cvj5ASYTfJYuhalPH61jEVEGtNI3wpfGd+APX62jZLt++i741DgTPko6O9EnIqIcI/efcecyJ06cQJcuXdCzZ0+sWbMGALB7924MGDAAVqvVqW2QEohvjYvQXtdci6iaeEpXBz+YPkVxXXjajYkox+pv6Irlxtnw84IPV19WuoRPlzwD323bYHzxRa3jENFDaKSPwlrT+whFXq2jZAsjDJhtGIUZxuHQKfxYQUTkidinkIcZMmQI+vbti+LFi6N9+/a4ePEiatasienTp0OnS/3N+CPblxhqm4bbiMvGtNmrj/55TDcMg17Rax2FiDLJXvUInrP0w0Vc1TpKlolSquIT0wx2iE+Ui1ySa3jVOgYb1B1aR8ky+ZEPn5lmoa6uutZRiIjoIbCk72FEBIqSNMKFoigoVKgQLl++jPj4+AfO193QFr+ZViNKqZodMbNVCILxvnEKoo0jWRAiymWq6crjF/MKtNQ9oXWULDFQ3w2bTUtYECLKZQoqofja9C7mGkbnyisem+nq4RfzChaEiIhyAV4p5GGOHTuGSZMmwc/PD2XKlMH58+fRt29fjB49GosWLUJAQMAD51dFxQz7B5hkewdWDx8hQ4GCLvrWeNMwGKGKd1ymTeTNPrd/h8HWN3EDsVpHeWhVlXKYaRyO2uz7jCjXO66eRnfrMOyRI1pHeWhFUAAzjMPRRv+U1lGIiCiTsCjkpfarR9HHOg575Q+to2RIWSUSc41jOLoYkZe5KjcwxjYby+xfQ4WqdRy35Uc+TDAMRDd9G/a/QeRFbGLDW/b3MNP2IRJwV+s4btNDjz765zHW0A+Bir/WcYiIKBOxKOTl1tq/xxTbAo8pDvnBF8MNvfE/fXcOeUrkxfaohzHY+iZ2yQGto6SLEQb01b+AkYbXkEd58BWdRJR7XZArmGp7Fx/Zv4LNQ67YflypiHnGsaiiK6t1FCIiygIsChGAnF8cCkEwXtV3xmuG53mrGBE5/GD/De/aP8O36nbYYdc6jgsDDGita4Txhv4opSumdRwiyiFOqmcxw/4BPrV/Awusac+QzXTQoaXuCfTRv4CG+ppaxyEioizEohA5WWf/HrPtS/GTuidH3JpRUSmNXvoO6KJvDT8l93XUSESZ46xcxHu2L7DEvhrXEaN1HBRACHro26GXoQM7kSaiVF2QK5hnW4bP7N/iMq5rHQdBCEQ3fRu8qu+MErqiWschIqJswKIQpeiSXMMa+xZ8qW7CT+qebP0GPhwF0URfF930bVBTVznb1ktEnu+uJGKFfT0+sK/Eb3IQgux7i/OFD57WPYHO+qfRRFcXBsWQbesmIs+mioqfZA++sm/GGvsWXMCVbFu3EQbUVKqgnb4puuhbI0Dxy7Z1ExGR9lgUojRdketYY9+Kr9XN2KXuRxwSMnX5gfBHA10NNNJFoZEuCqV1xTN1+UTkna7JTWxRf8Fm+8/4Uf0d53AxU5fvD19UU8qjpq4yauoq4wldTXbASkQPTUTwi+zDV/ZN2KT+jBNyJtOv3i6nlHScd9XTPQZ/FoKIiLwWi0LkFlVUHJNT2Ct/4LB6DMflDI7LaZyW87iLxFTnU6CgIEJRVCn0709BPKIURhVdWdRQKvEbdSLKcuflMn5VD2CPehjn5TIu4zouyzVckeu4jphUryoywYgw5EMBJQRllZKoqauEGrrKqKiUhl7RZ/NWEJG3SZC7OConcVg9jiPy7496HJdx/YHFIh10CEUwwpWCiFQiUFKJwKO64qivexyFlfzZuAVERJSTsShEmUYVFYmw3PNjhUUs0EGHcKUgTBwtjIhyKJvYcBnXcVVuQA8dfOEDH8WMAPghWMmjdTwiohTZxIa79557iQVWWJFHCUQY8rJwTUREaWJRiIiIiIiIiIjIC+m0DkBERERERERERNmPRSEiIiIiIiIiIi/EohARERERERERkRdiUYiIiIiIiIiIyAuxKERERERERERE5IVYFCIiIiIiIiIi8kIsChEREREREREReSEWhYiIiIiIiIiIvBCLQkREREREREREXohFISIiIiIiIiIiL8SiEBERERERERGRF2JRiIiIiIiIiIjIC7EoRERERERERETkhVgUIiIiIiIiIiLyQiwKERERERERERF5IRaFiIiIiIiIiIi8EItCREREREREREReiEUhIiIiIiIiIiIvxKIQEREREREREZEXYlGIiIiIiIiIiMgLsShEREREREREROSFWBQiIiIiIiIiIvJCLAoREREREREREXkhFoWIiIiIiIiIiLwQi0JERERERERERF6IRSEiIiIiIiIiIi/EohARERERERERkRdiUYiIiIiIiIiIyAuxKERERERERERE5IVYFCIiIiIiIiIi8kIsChEREREREREReSEWhYiIiIiIiIiIvBCLQkREREREREREXohFISIiIiIiIiIiL8SiEBERERERERGRF2JRiIiIiIiIiIjIC7EoRERERERERETkhVgUIiIiIiIiIiLyQiwKERERERERERF5IRaFiIiIiIiIiIi8EItCREREREREREReiEUhIiIiIiIiIiIvxKIQEREREREREZEXYlGIiIiIiIiIiMgLsShEREREREREROSF/g8x/a+W+2TOXwAAAABJRU5ErkJggg==",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"dataset.get_qc_stats(target_obstype=target,\n",
" make_plot=True)"
]
},
{
"cell_type": "markdown",
"id": "18",
"metadata": {},
"source": [
"## Important notes on QC\n",
"\n",
"1. The settings use in this demo example are illustrative.\n",
"2. The settings to use depends on:\n",
" * The climate and season for the gross value check\n",
" * The time frequency of your observations, thus apply resample before the QC pipeline\n",
" * The observation type.\n"
]
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